From 2e2b12571ae4f09bf91db3b7df0cc70c83414e81 Mon Sep 17 00:00:00 2001 From: Cong Thanh Vu Date: Sat, 24 Jun 2023 04:11:17 +0000 Subject: [PATCH] update viz util --- icews14.out | 9483 +++++++++++++++++++ icews14_both.log | 3 + icews14_l2_1e-5.out | 4331 +++++++++ log/fb_one_to_x | 22 + log/ice00001 | 14945 ++++++++++++++++++++++++++++++ log/ice0003 | 4904 ++++++++++ log/ice0003_2 | 6607 +++++++++++++ log/ice001 | 6205 +++++++++++++ log/ice14ws_128 | 9541 +++++++++++++++++++ log/iceboth | 4154 +++++++++ log/icews14 | 9482 +++++++++++++++++++ log/icews14_128 | 1 + log/icews14_both | 10670 +++++++++++++++++++++ log/poofnet.log | 2 + log/testrun_227cb2f9 | 1 + log/testrun_30d70322 | 1 + log/testrun_3212b281 | 1 + log/testrun_3dbc9e89 | 1 + log/testrun_43389ddf | 1 + log/testrun_47ede3b9 | 1 + log/testrun_49495af8 | 1 + log/testrun_4a235016 | 7877 ++++++++++++++++ log/testrun_4f5d8391 | 1 + log/testrun_540f6a03 | 1 + log/testrun_5a901712 | 1 + log/testrun_5cafe61a | 44 + log/testrun_6fd94d59 | 1 + log/testrun_7c096a18 | 1 + log/testrun_7fb885ee | 1 + log/testrun_8f32040f | 1 + log/testrun_958ef154 | 1 + log/testrun_9acdfb58 | 2 + log/testrun_a051cf32 | 1 + log/testrun_a06d39d0 | 1 + log/testrun_aca2b734 | 1 + log/testrun_ad7a0edb | 1 + log/testrun_ae6f81ee | 7958 ++++++++++++++++ log/testrun_b381870f | 1 + log/testrun_b396dcde | 2 + log/testrun_bbf65ab5 | 1 + log/testrun_bfaa042b | 1 + log/testrun_c77a8ec3 | 1 + log/testrun_cb3528f3 | 1 + log/testrun_cd333c33 | 1 + log/testrun_d0367b19 | 2 + log/testrun_d2ab6391 | 9001 ++++++++++++++++++ log/testrun_e1726b98 | 11836 ++++++++++++++++++++++++ log/testrun_f0394b3c | 1 + log/testrun_f42f568c | 1 + log/testrun_fdb0e82c | 1 + log/wikidata12k | 1116 +++ log/wikidata12k_0.00003 | 2 + log/wikidata12k_0.001 | 4918 ++++++++++ log/wikidata12k_1n | 15357 +++++++++++++++++++++++++++++++ log/wikidata12k_both | 11565 +++++++++++++++++++++++ log/yago11k | 9241 +++++++++++++++++++ log/yago11k_0.00003 | 9654 +++++++++++++++++++ log/yago11k_0.0003 | 9599 +++++++++++++++++++ log/yago11k_0.001 | 7233 +++++++++++++++ log/yago11k_0.001.log | 18847 ++++++++++++++++++++++++++++++++++++++ log/yago11k_both | 9169 +++++++++++++++++++ log/yago11k_both_0.001 | 9162 ++++++++++++++++++ main.py | 29 +- run.sh | 2 +- visualization_util.py | 15 +- wikidata12k.log | 1072 +++ wikidata12k_1n.out | 15209 ++++++++++++++++++++++++++++++ yago11k.out | 9207 +++++++++++++++++++ 68 files changed, 248492 insertions(+), 5 deletions(-) create mode 100644 icews14.out create mode 100644 icews14_both.log create mode 100644 icews14_l2_1e-5.out create mode 100644 log/ice00001 create mode 100644 log/ice0003 create mode 100644 log/ice0003_2 create mode 100644 log/ice001 create mode 100644 log/ice14ws_128 create mode 100644 log/iceboth create mode 100644 log/icews14 create mode 100644 log/icews14_128 create mode 100644 log/icews14_both create mode 100644 log/poofnet.log create mode 100644 log/testrun_227cb2f9 create mode 100644 log/testrun_30d70322 create mode 100644 log/testrun_3212b281 create mode 100644 log/testrun_3dbc9e89 create mode 100644 log/testrun_43389ddf create mode 100644 log/testrun_47ede3b9 create mode 100644 log/testrun_49495af8 create mode 100644 log/testrun_4a235016 create mode 100644 log/testrun_4f5d8391 create mode 100644 log/testrun_540f6a03 create mode 100644 log/testrun_5a901712 create mode 100644 log/testrun_5cafe61a create mode 100644 log/testrun_6fd94d59 create mode 100644 log/testrun_7c096a18 create mode 100644 log/testrun_7fb885ee create mode 100644 log/testrun_8f32040f create mode 100644 log/testrun_958ef154 create mode 100644 log/testrun_9acdfb58 create mode 100644 log/testrun_a051cf32 create mode 100644 log/testrun_a06d39d0 create mode 100644 log/testrun_aca2b734 create mode 100644 log/testrun_ad7a0edb create mode 100644 log/testrun_ae6f81ee create mode 100644 log/testrun_b381870f create mode 100644 log/testrun_b396dcde create mode 100644 log/testrun_bbf65ab5 create mode 100644 log/testrun_bfaa042b create mode 100644 log/testrun_c77a8ec3 create mode 100644 log/testrun_cb3528f3 create mode 100644 log/testrun_cd333c33 create mode 100644 log/testrun_d0367b19 create mode 100644 log/testrun_d2ab6391 create mode 100644 log/testrun_e1726b98 create mode 100644 log/testrun_f0394b3c create mode 100644 log/testrun_f42f568c create mode 100644 log/testrun_fdb0e82c create mode 100644 log/wikidata12k create mode 100644 log/wikidata12k_0.00003 create mode 100644 log/wikidata12k_0.001 create mode 100644 log/wikidata12k_1n create mode 100644 log/wikidata12k_both create mode 100644 log/yago11k create mode 100644 log/yago11k_0.00003 create mode 100644 log/yago11k_0.0003 create mode 100644 log/yago11k_0.001 create mode 100644 log/yago11k_0.001.log create mode 100644 log/yago11k_both create mode 100644 log/yago11k_both_0.001 create mode 100644 wikidata12k.log create mode 100644 wikidata12k_1n.out create mode 100644 yago11k.out diff --git a/icews14.out b/icews14.out new file mode 100644 index 0000000..4d80b56 --- /dev/null +++ b/icews14.out @@ -0,0 +1,9483 @@ +nohup: ignoring input +2023-05-10 05:50:04,152 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 64, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'filtered': False} +{'batch_size': 64, + 'bias': False, + 'config_dir': './config/', + 'dataset': 'icews14', + 'drop': 0.0, + 'drop_path': 0.0, + 'embed_dim': 400, + 'ent_vec_dim': 400, + 'expansion_factor': 4, + 'expansion_factor_token': 0.5, + 'feat_drop': 0.2, + 'filt_h': 1, + 'filt_w': 9, + 'filtered': False, + 'form': 'plain', + 'gpu': '0', + 'hid_drop': 0.5, + 'image_h': 128, + 'image_w': 128, + 'in_channels': 1, + 'inp_drop': 0.2, + 'k_h': 20, + 'k_w': 10, + 'ker_sz': 9, + 'l2': 0.0, + 'lbl_smooth': 0.1, + 'log_dir': './log/', + 'lr': 0.0001, + 'max_epochs': 500, + 'mixer_depth': 16, + 'mixer_dim': 256, + 'mixer_dropout': 0.2, + 'name': 'icews14', + 'neg_num': 1000, + 'num_filt': 96, + 'num_workers': 0, + 'opt': 'adam', + 'out_channels': 32, + 'patch_size': 8, + 'perm': 1, + 'rel_vec_dim': 400, + 'restore': False, + 'seed': 42, + 'test_only': False, + 'train_strategy': 'one_to_n'} +2023-05-10 05:50:12,948 - [INFO] - [E:0| 0]: Train Loss:0.70006, Val MRR:0.0, icews14 +2023-05-10 05:51:06,370 - [INFO] - [E:0| 100]: Train Loss:0.37166, Val MRR:0.0, icews14 +2023-05-10 05:52:00,490 - [INFO] - [E:0| 200]: Train Loss:0.24374, Val MRR:0.0, icews14 +2023-05-10 05:52:54,362 - [INFO] - [E:0| 300]: Train Loss:0.18109, Val MRR:0.0, icews14 +2023-05-10 05:53:47,927 - [INFO] - [E:0| 400]: Train Loss:0.14422, Val MRR:0.0, icews14 +2023-05-10 05:54:41,840 - [INFO] - [E:0| 500]: Train Loss:0.11996, Val MRR:0.0, icews14 +2023-05-10 05:55:25,894 - [INFO] - [E:0| 600]: Train Loss:0.10278, Val MRR:0.0, icews14 +2023-05-10 05:56:19,146 - [INFO] - [E:0| 700]: Train Loss:0.089983, Val MRR:0.0, icews14 +2023-05-10 05:57:13,136 - [INFO] - [E:0| 800]: Train Loss:0.08007, Val MRR:0.0, icews14 +2023-05-10 05:58:07,076 - [INFO] - [E:0| 900]: Train Loss:0.072166, Val MRR:0.0, icews14 +2023-05-10 05:59:00,601 - [INFO] - [E:0| 1000]: Train Loss:0.065716, Val MRR:0.0, icews14 +2023-05-10 05:59:53,970 - [INFO] - [E:0| 1100]: Train Loss:0.060352, Val MRR:0.0, icews14 +2023-05-10 06:00:47,555 - [INFO] - [E:0| 1200]: Train Loss:0.055821, Val MRR:0.0, icews14 +2023-05-10 06:01:41,144 - [INFO] - [E:0| 1300]: Train Loss:0.051943, Val MRR:0.0, icews14 +2023-05-10 06:02:35,626 - [INFO] - [E:0| 1400]: Train Loss:0.048586, Val MRR:0.0, icews14 +2023-05-10 06:03:29,105 - [INFO] - [E:0| 1500]: Train Loss:0.045651, Val MRR:0.0, icews14 +2023-05-10 06:04:12,329 - [INFO] - [E:0| 1600]: Train Loss:0.043064, Val MRR:0.0, icews14 +2023-05-10 06:05:06,202 - [INFO] - [E:0| 1700]: Train Loss:0.040766, Val MRR:0.0, icews14 +2023-05-10 06:06:00,234 - [INFO] - [E:0| 1800]: Train Loss:0.038712, Val MRR:0.0, icews14 +2023-05-10 06:06:53,953 - [INFO] - [E:0| 1900]: Train Loss:0.036864, Val MRR:0.0, icews14 +2023-05-10 06:07:16,319 - [INFO] - [Epoch:0]: Training Loss:0.03614 + +2023-05-10 06:07:16,472 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 06:07:35,876 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 06:07:41,585 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 06:08:01,104 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 06:08:06,345 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.09383, Head : 0.06978, Avg : 0.08181 + +2023-05-10 06:08:07,682 - [INFO] - [Epoch 0]: Training Loss: 0.036143, Valid MRR: 0.08181, + + + +2023-05-10 06:08:08,370 - [INFO] - [E:1| 0]: Train Loss:0.0034597, Val MRR:0.08181, icews14 +2023-05-10 06:09:01,773 - [INFO] - [E:1| 100]: Train Loss:0.0033748, Val MRR:0.08181, icews14 +2023-05-10 06:09:54,387 - [INFO] - [E:1| 200]: Train Loss:0.0033185, Val MRR:0.08181, icews14 +2023-05-10 06:10:41,175 - [INFO] - [E:1| 300]: Train Loss:0.0032639, Val MRR:0.08181, icews14 +2023-05-10 06:11:34,210 - [INFO] - [E:1| 400]: Train Loss:0.0032128, Val MRR:0.08181, icews14 +2023-05-10 06:12:27,715 - [INFO] - [E:1| 500]: Train Loss:0.0031684, Val MRR:0.08181, icews14 +2023-05-10 06:13:09,829 - [INFO] - [E:1| 600]: Train Loss:0.0031269, Val MRR:0.08181, icews14 +2023-05-10 06:14:03,412 - [INFO] - [E:1| 700]: Train Loss:0.003088, Val MRR:0.08181, icews14 +2023-05-10 06:14:57,273 - [INFO] - [E:1| 800]: Train Loss:0.0030529, Val MRR:0.08181, icews14 +2023-05-10 06:15:51,066 - [INFO] - [E:1| 900]: Train Loss:0.0030201, Val MRR:0.08181, icews14 +2023-05-10 06:16:44,624 - [INFO] - [E:1| 1000]: Train Loss:0.00299, Val MRR:0.08181, icews14 +2023-05-10 06:17:38,152 - [INFO] - [E:1| 1100]: Train Loss:0.0029627, Val MRR:0.08181, icews14 +2023-05-10 06:18:31,924 - [INFO] - [E:1| 1200]: Train Loss:0.002936, Val MRR:0.08181, icews14 +2023-05-10 06:19:25,770 - [INFO] - [E:1| 1300]: Train Loss:0.0029121, Val MRR:0.08181, icews14 +2023-05-10 06:20:19,326 - [INFO] - [E:1| 1400]: Train Loss:0.0028893, Val MRR:0.08181, icews14 +2023-05-10 06:21:12,830 - [INFO] - [E:1| 1500]: Train Loss:0.0028678, Val MRR:0.08181, icews14 +2023-05-10 06:21:55,578 - [INFO] - [E:1| 1600]: Train Loss:0.002848, Val MRR:0.08181, icews14 +2023-05-10 06:22:49,719 - [INFO] - [E:1| 1700]: Train Loss:0.0028296, Val MRR:0.08181, icews14 +2023-05-10 06:23:43,451 - [INFO] - [E:1| 1800]: Train Loss:0.0028123, Val MRR:0.08181, icews14 +2023-05-10 06:24:36,960 - [INFO] - [E:1| 1900]: Train Loss:0.0027959, Val MRR:0.08181, icews14 +2023-05-10 06:24:59,208 - [INFO] - [Epoch:1]: Training Loss:0.002789 + +2023-05-10 06:24:59,370 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 06:25:18,894 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 06:25:24,594 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 06:25:43,935 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 06:25:49,235 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.09452, Head : 0.06951, Avg : 0.08201 + +2023-05-10 06:25:51,060 - [INFO] - [Epoch 1]: Training Loss: 0.0027894, Valid MRR: 0.08201, + + + +2023-05-10 06:25:51,571 - [INFO] - [E:2| 0]: Train Loss:0.0025237, Val MRR:0.08201, icews14 +2023-05-10 06:26:45,889 - [INFO] - [E:2| 100]: Train Loss:0.0024988, Val MRR:0.08201, icews14 +2023-05-10 06:27:40,138 - [INFO] - [E:2| 200]: Train Loss:0.0024948, Val MRR:0.08201, icews14 +2023-05-10 06:28:33,911 - [INFO] - [E:2| 300]: Train Loss:0.002483, Val MRR:0.08201, icews14 +2023-05-10 06:29:27,936 - [INFO] - [E:2| 400]: Train Loss:0.0024789, Val MRR:0.08201, icews14 +2023-05-10 06:30:17,477 - [INFO] - [E:2| 500]: Train Loss:0.0024733, Val MRR:0.08201, icews14 +2023-05-10 06:31:04,014 - [INFO] - [E:2| 600]: Train Loss:0.0024683, Val MRR:0.08201, icews14 +2023-05-10 06:31:57,724 - [INFO] - [E:2| 700]: Train Loss:0.0024647, Val MRR:0.08201, icews14 +2023-05-10 06:32:51,450 - [INFO] - [E:2| 800]: Train Loss:0.0024609, Val MRR:0.08201, icews14 +2023-05-10 06:33:45,095 - [INFO] - [E:2| 900]: Train Loss:0.0024569, Val MRR:0.08201, icews14 +2023-05-10 06:34:39,425 - [INFO] - [E:2| 1000]: Train Loss:0.0024547, Val MRR:0.08201, icews14 +2023-05-10 06:35:33,183 - [INFO] - [E:2| 1100]: Train Loss:0.0024531, Val MRR:0.08201, icews14 +2023-05-10 06:36:26,982 - [INFO] - [E:2| 1200]: Train Loss:0.0024503, Val MRR:0.08201, icews14 +2023-05-10 06:37:20,880 - [INFO] - [E:2| 1300]: Train Loss:0.0024475, Val MRR:0.08201, icews14 +2023-05-10 06:38:14,396 - [INFO] - [E:2| 1400]: Train Loss:0.0024446, Val MRR:0.08201, icews14 +2023-05-10 06:39:03,670 - [INFO] - [E:2| 1500]: Train Loss:0.0024431, Val MRR:0.08201, icews14 +2023-05-10 06:39:49,520 - [INFO] - [E:2| 1600]: Train Loss:0.0024411, Val MRR:0.08201, icews14 +2023-05-10 06:40:43,031 - [INFO] - [E:2| 1700]: Train Loss:0.0024395, Val MRR:0.08201, icews14 +2023-05-10 06:41:36,791 - [INFO] - [E:2| 1800]: Train Loss:0.0024379, Val MRR:0.08201, icews14 +2023-05-10 06:42:30,692 - [INFO] - [E:2| 1900]: Train Loss:0.0024365, Val MRR:0.08201, icews14 +2023-05-10 06:42:52,951 - [INFO] - [Epoch:2]: Training Loss:0.002436 + +2023-05-10 06:42:53,223 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 06:43:12,332 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 06:43:17,808 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 06:43:36,941 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 06:43:42,321 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.12232, Head : 0.09399, Avg : 0.10816 + +2023-05-10 06:43:43,836 - [INFO] - [Epoch 2]: Training Loss: 0.0024361, Valid MRR: 0.10816, + + + +2023-05-10 06:43:44,574 - [INFO] - [E:3| 0]: Train Loss:0.0024862, Val MRR:0.10816, icews14 +2023-05-10 06:44:39,306 - [INFO] - [E:3| 100]: Train Loss:0.0023964, Val MRR:0.10816, icews14 +2023-05-10 06:45:32,875 - [INFO] - [E:3| 200]: Train Loss:0.002402, Val MRR:0.10816, icews14 +2023-05-10 06:46:26,428 - [INFO] - [E:3| 300]: Train Loss:0.0024011, Val MRR:0.10816, icews14 +2023-05-10 06:47:20,239 - [INFO] - [E:3| 400]: Train Loss:0.0024014, Val MRR:0.10816, icews14 +2023-05-10 06:48:02,791 - [INFO] - [E:3| 500]: Train Loss:0.0023999, Val MRR:0.10816, icews14 +2023-05-10 06:48:56,347 - [INFO] - [E:3| 600]: Train Loss:0.0023997, Val MRR:0.10816, icews14 +2023-05-10 06:49:50,002 - [INFO] - [E:3| 700]: Train Loss:0.0023978, Val MRR:0.10816, icews14 +2023-05-10 06:50:44,505 - [INFO] - [E:3| 800]: Train Loss:0.0023962, Val MRR:0.10816, icews14 +2023-05-10 06:51:38,794 - [INFO] - [E:3| 900]: Train Loss:0.0023957, Val MRR:0.10816, icews14 +2023-05-10 06:52:33,013 - [INFO] - [E:3| 1000]: Train Loss:0.0023949, Val MRR:0.10816, icews14 +2023-05-10 06:53:26,866 - [INFO] - [E:3| 1100]: Train Loss:0.0023925, Val MRR:0.10816, icews14 +2023-05-10 06:54:20,687 - [INFO] - [E:3| 1200]: Train Loss:0.0023906, Val MRR:0.10816, icews14 +2023-05-10 06:55:14,298 - [INFO] - [E:3| 1300]: Train Loss:0.0023887, Val MRR:0.10816, icews14 +2023-05-10 06:56:07,897 - [INFO] - [E:3| 1400]: Train Loss:0.0023876, Val MRR:0.10816, icews14 +2023-05-10 06:56:50,584 - [INFO] - [E:3| 1500]: Train Loss:0.0023861, Val MRR:0.10816, icews14 +2023-05-10 06:57:44,694 - [INFO] - [E:3| 1600]: Train Loss:0.0023847, Val MRR:0.10816, icews14 +2023-05-10 06:58:38,128 - [INFO] - [E:3| 1700]: Train Loss:0.0023822, Val MRR:0.10816, icews14 +2023-05-10 06:59:27,314 - [INFO] - [E:3| 1800]: Train Loss:0.00238, Val MRR:0.10816, icews14 +2023-05-10 07:00:20,969 - [INFO] - [E:3| 1900]: Train Loss:0.0023784, Val MRR:0.10816, icews14 +2023-05-10 07:00:43,147 - [INFO] - [Epoch:3]: Training Loss:0.002378 + +2023-05-10 07:00:43,306 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 07:01:02,875 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 07:01:08,322 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 07:01:27,888 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 07:01:33,216 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.20966, Head : 0.16536, Avg : 0.18751 + +2023-05-10 07:01:34,957 - [INFO] - [Epoch 3]: Training Loss: 0.0023778, Valid MRR: 0.18751, + + + +2023-05-10 07:01:35,675 - [INFO] - [E:4| 0]: Train Loss:0.0022891, Val MRR:0.18751, icews14 +2023-05-10 07:02:29,858 - [INFO] - [E:4| 100]: Train Loss:0.0023207, Val MRR:0.18751, icews14 +2023-05-10 07:03:23,775 - [INFO] - [E:4| 200]: Train Loss:0.0023251, Val MRR:0.18751, icews14 +2023-05-10 07:04:17,883 - [INFO] - [E:4| 300]: Train Loss:0.0023268, Val MRR:0.18751, icews14 +2023-05-10 07:05:11,221 - [INFO] - [E:4| 400]: Train Loss:0.0023259, Val MRR:0.18751, icews14 +2023-05-10 07:05:54,197 - [INFO] - [E:4| 500]: Train Loss:0.002326, Val MRR:0.18751, icews14 +2023-05-10 07:06:48,224 - [INFO] - [E:4| 600]: Train Loss:0.0023249, Val MRR:0.18751, icews14 +2023-05-10 07:07:42,273 - [INFO] - [E:4| 700]: Train Loss:0.0023238, Val MRR:0.18751, icews14 +2023-05-10 07:08:36,315 - [INFO] - [E:4| 800]: Train Loss:0.0023222, Val MRR:0.18751, icews14 +2023-05-10 07:09:30,051 - [INFO] - [E:4| 900]: Train Loss:0.0023219, Val MRR:0.18751, icews14 +2023-05-10 07:10:23,794 - [INFO] - [E:4| 1000]: Train Loss:0.0023206, Val MRR:0.18751, icews14 +2023-05-10 07:11:17,218 - [INFO] - [E:4| 1100]: Train Loss:0.0023184, Val MRR:0.18751, icews14 +2023-05-10 07:12:10,876 - [INFO] - [E:4| 1200]: Train Loss:0.0023167, Val MRR:0.18751, icews14 +2023-05-10 07:13:04,932 - [INFO] - [E:4| 1300]: Train Loss:0.0023156, Val MRR:0.18751, icews14 +2023-05-10 07:13:58,655 - [INFO] - [E:4| 1400]: Train Loss:0.0023137, Val MRR:0.18751, icews14 +2023-05-10 07:14:40,835 - [INFO] - [E:4| 1500]: Train Loss:0.0023121, Val MRR:0.18751, icews14 +2023-05-10 07:15:35,449 - [INFO] - [E:4| 1600]: Train Loss:0.0023102, Val MRR:0.18751, icews14 +2023-05-10 07:16:29,930 - [INFO] - [E:4| 1700]: Train Loss:0.0023086, Val MRR:0.18751, icews14 +2023-05-10 07:17:23,873 - [INFO] - [E:4| 1800]: Train Loss:0.0023073, Val MRR:0.18751, icews14 +2023-05-10 07:18:17,738 - [INFO] - [E:4| 1900]: Train Loss:0.0023064, Val MRR:0.18751, icews14 +2023-05-10 07:18:40,074 - [INFO] - [Epoch:4]: Training Loss:0.002306 + +2023-05-10 07:18:40,347 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 07:18:59,629 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 07:19:05,244 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 07:19:24,641 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 07:19:29,933 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.27519, Head : 0.21803, Avg : 0.24661 + +2023-05-10 07:19:31,412 - [INFO] - [Epoch 4]: Training Loss: 0.0023059, Valid MRR: 0.24661, + + + +2023-05-10 07:19:32,162 - [INFO] - [E:5| 0]: Train Loss:0.0022678, Val MRR:0.24661, icews14 +2023-05-10 07:20:26,606 - [INFO] - [E:5| 100]: Train Loss:0.0022725, Val MRR:0.24661, icews14 +2023-05-10 07:21:20,060 - [INFO] - [E:5| 200]: Train Loss:0.0022697, Val MRR:0.24661, icews14 +2023-05-10 07:22:13,777 - [INFO] - [E:5| 300]: Train Loss:0.0022703, Val MRR:0.24661, icews14 +2023-05-10 07:23:00,961 - [INFO] - [E:5| 400]: Train Loss:0.0022659, Val MRR:0.24661, icews14 +2023-05-10 07:23:50,301 - [INFO] - [E:5| 500]: Train Loss:0.0022644, Val MRR:0.24661, icews14 +2023-05-10 07:24:44,047 - [INFO] - [E:5| 600]: Train Loss:0.0022638, Val MRR:0.24661, icews14 +2023-05-10 07:25:38,660 - [INFO] - [E:5| 700]: Train Loss:0.0022621, Val MRR:0.24661, icews14 +2023-05-10 07:26:32,282 - [INFO] - [E:5| 800]: Train Loss:0.0022608, Val MRR:0.24661, icews14 +2023-05-10 07:27:25,784 - [INFO] - [E:5| 900]: Train Loss:0.0022599, Val MRR:0.24661, icews14 +2023-05-10 07:28:19,045 - [INFO] - [E:5| 1000]: Train Loss:0.0022584, Val MRR:0.24661, icews14 +2023-05-10 07:29:13,622 - [INFO] - [E:5| 1100]: Train Loss:0.002257, Val MRR:0.24661, icews14 +2023-05-10 07:30:08,568 - [INFO] - [E:5| 1200]: Train Loss:0.0022553, Val MRR:0.24661, icews14 +2023-05-10 07:31:02,786 - [INFO] - [E:5| 1300]: Train Loss:0.0022544, Val MRR:0.24661, icews14 +2023-05-10 07:31:48,037 - [INFO] - [E:5| 1400]: Train Loss:0.0022532, Val MRR:0.24661, icews14 +2023-05-10 07:32:38,926 - [INFO] - [E:5| 1500]: Train Loss:0.0022519, Val MRR:0.24661, icews14 +2023-05-10 07:33:32,580 - [INFO] - [E:5| 1600]: Train Loss:0.0022505, Val MRR:0.24661, icews14 +2023-05-10 07:34:27,000 - [INFO] - [E:5| 1700]: Train Loss:0.0022494, Val MRR:0.24661, icews14 +2023-05-10 07:35:20,949 - [INFO] - [E:5| 1800]: Train Loss:0.0022483, Val MRR:0.24661, icews14 +2023-05-10 07:36:15,083 - [INFO] - [E:5| 1900]: Train Loss:0.002247, Val MRR:0.24661, icews14 +2023-05-10 07:36:37,434 - [INFO] - [Epoch:5]: Training Loss:0.002247 + +2023-05-10 07:36:37,707 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 07:36:57,097 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 07:37:02,691 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 07:37:22,088 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 07:37:27,355 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.31959, Head : 0.25784, Avg : 0.28871 + +2023-05-10 07:37:28,697 - [INFO] - [Epoch 5]: Training Loss: 0.0022465, Valid MRR: 0.28871, + + + +2023-05-10 07:37:29,435 - [INFO] - [E:6| 0]: Train Loss:0.0022119, Val MRR:0.28871, icews14 +2023-05-10 07:38:23,113 - [INFO] - [E:6| 100]: Train Loss:0.0022191, Val MRR:0.28871, icews14 +2023-05-10 07:39:17,057 - [INFO] - [E:6| 200]: Train Loss:0.0022105, Val MRR:0.28871, icews14 +2023-05-10 07:40:11,043 - [INFO] - [E:6| 300]: Train Loss:0.0022089, Val MRR:0.28871, icews14 +2023-05-10 07:40:53,046 - [INFO] - [E:6| 400]: Train Loss:0.0022088, Val MRR:0.28871, icews14 +2023-05-10 07:41:45,079 - [INFO] - [E:6| 500]: Train Loss:0.0022075, Val MRR:0.28871, icews14 +2023-05-10 07:42:37,099 - [INFO] - [E:6| 600]: Train Loss:0.0022054, Val MRR:0.28871, icews14 +2023-05-10 07:43:30,397 - [INFO] - [E:6| 700]: Train Loss:0.0022051, Val MRR:0.28871, icews14 +2023-05-10 07:44:24,106 - [INFO] - [E:6| 800]: Train Loss:0.0022053, Val MRR:0.28871, icews14 +2023-05-10 07:45:17,996 - [INFO] - [E:6| 900]: Train Loss:0.0022053, Val MRR:0.28871, icews14 +2023-05-10 07:46:12,346 - [INFO] - [E:6| 1000]: Train Loss:0.0022042, Val MRR:0.28871, icews14 +2023-05-10 07:47:03,774 - [INFO] - [E:6| 1100]: Train Loss:0.0022032, Val MRR:0.28871, icews14 +2023-05-10 07:47:54,483 - [INFO] - [E:6| 1200]: Train Loss:0.002202, Val MRR:0.28871, icews14 +2023-05-10 07:48:49,019 - [INFO] - [E:6| 1300]: Train Loss:0.0022011, Val MRR:0.28871, icews14 +2023-05-10 07:49:31,142 - [INFO] - [E:6| 1400]: Train Loss:0.0022004, Val MRR:0.28871, icews14 +2023-05-10 07:50:25,251 - [INFO] - [E:6| 1500]: Train Loss:0.0021993, Val MRR:0.28871, icews14 +2023-05-10 07:51:18,992 - [INFO] - [E:6| 1600]: Train Loss:0.0021987, Val MRR:0.28871, icews14 +2023-05-10 07:52:12,486 - [INFO] - [E:6| 1700]: Train Loss:0.0021983, Val MRR:0.28871, icews14 +2023-05-10 07:53:06,106 - [INFO] - [E:6| 1800]: Train Loss:0.0021968, Val MRR:0.28871, icews14 +2023-05-10 07:53:59,817 - [INFO] - [E:6| 1900]: Train Loss:0.0021958, Val MRR:0.28871, icews14 +2023-05-10 07:54:22,109 - [INFO] - [Epoch:6]: Training Loss:0.002196 + +2023-05-10 07:54:22,381 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 07:54:41,501 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 07:54:47,112 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 07:55:06,309 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 07:55:11,523 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.34201, Head : 0.27594, Avg : 0.30898 + +2023-05-10 07:55:12,980 - [INFO] - [Epoch 6]: Training Loss: 0.0021956, Valid MRR: 0.30898, + + + +2023-05-10 07:55:13,606 - [INFO] - [E:7| 0]: Train Loss:0.0022185, Val MRR:0.30898, icews14 +2023-05-10 07:56:07,342 - [INFO] - [E:7| 100]: Train Loss:0.0021572, Val MRR:0.30898, icews14 +2023-05-10 07:57:00,509 - [INFO] - [E:7| 200]: Train Loss:0.0021567, Val MRR:0.30898, icews14 +2023-05-10 07:57:52,411 - [INFO] - [E:7| 300]: Train Loss:0.0021569, Val MRR:0.30898, icews14 +2023-05-10 07:58:37,492 - [INFO] - [E:7| 400]: Train Loss:0.002157, Val MRR:0.30898, icews14 +2023-05-10 07:59:31,083 - [INFO] - [E:7| 500]: Train Loss:0.0021578, Val MRR:0.30898, icews14 +2023-05-10 08:00:24,704 - [INFO] - [E:7| 600]: Train Loss:0.0021567, Val MRR:0.30898, icews14 +2023-05-10 08:01:18,706 - [INFO] - [E:7| 700]: Train Loss:0.0021559, Val MRR:0.30898, icews14 +2023-05-10 08:02:12,641 - [INFO] - [E:7| 800]: Train Loss:0.0021551, Val MRR:0.30898, icews14 +2023-05-10 08:03:06,692 - [INFO] - [E:7| 900]: Train Loss:0.0021548, Val MRR:0.30898, icews14 +2023-05-10 08:04:00,495 - [INFO] - [E:7| 1000]: Train Loss:0.0021545, Val MRR:0.30898, icews14 +2023-05-10 08:04:54,188 - [INFO] - [E:7| 1100]: Train Loss:0.0021542, Val MRR:0.30898, icews14 +2023-05-10 08:05:47,759 - [INFO] - [E:7| 1200]: Train Loss:0.0021538, Val MRR:0.30898, icews14 +2023-05-10 08:06:38,136 - [INFO] - [E:7| 1300]: Train Loss:0.0021541, Val MRR:0.30898, icews14 +2023-05-10 08:07:23,723 - [INFO] - [E:7| 1400]: Train Loss:0.002154, Val MRR:0.30898, icews14 +2023-05-10 08:08:17,367 - [INFO] - [E:7| 1500]: Train Loss:0.0021531, Val MRR:0.30898, icews14 +2023-05-10 08:09:11,160 - [INFO] - [E:7| 1600]: Train Loss:0.0021531, Val MRR:0.30898, icews14 +2023-05-10 08:10:05,042 - [INFO] - [E:7| 1700]: Train Loss:0.0021529, Val MRR:0.30898, icews14 +2023-05-10 08:10:58,562 - [INFO] - [E:7| 1800]: Train Loss:0.0021523, Val MRR:0.30898, icews14 +2023-05-10 08:11:52,262 - [INFO] - [E:7| 1900]: Train Loss:0.0021513, Val MRR:0.30898, icews14 +2023-05-10 08:12:14,605 - [INFO] - [Epoch:7]: Training Loss:0.002151 + +2023-05-10 08:12:14,757 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 08:12:34,035 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 08:12:39,443 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 08:12:59,182 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 08:13:04,481 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.36026, Head : 0.29881, Avg : 0.32954 + +2023-05-10 08:13:05,821 - [INFO] - [Epoch 7]: Training Loss: 0.002151, Valid MRR: 0.32954, + + + +2023-05-10 08:13:06,568 - [INFO] - [E:8| 0]: Train Loss:0.002158, Val MRR:0.32954, icews14 +2023-05-10 08:14:00,359 - [INFO] - [E:8| 100]: Train Loss:0.0021141, Val MRR:0.32954, icews14 +2023-05-10 08:14:53,918 - [INFO] - [E:8| 200]: Train Loss:0.0021131, Val MRR:0.32954, icews14 +2023-05-10 08:15:37,047 - [INFO] - [E:8| 300]: Train Loss:0.0021146, Val MRR:0.32954, icews14 +2023-05-10 08:16:29,477 - [INFO] - [E:8| 400]: Train Loss:0.0021155, Val MRR:0.32954, icews14 +2023-05-10 08:17:23,807 - [INFO] - [E:8| 500]: Train Loss:0.0021165, Val MRR:0.32954, icews14 +2023-05-10 08:18:17,828 - [INFO] - [E:8| 600]: Train Loss:0.0021178, Val MRR:0.32954, icews14 +2023-05-10 08:19:11,498 - [INFO] - [E:8| 700]: Train Loss:0.0021183, Val MRR:0.32954, icews14 +2023-05-10 08:20:04,886 - [INFO] - [E:8| 800]: Train Loss:0.0021182, Val MRR:0.32954, icews14 +2023-05-10 08:20:58,655 - [INFO] - [E:8| 900]: Train Loss:0.0021182, Val MRR:0.32954, icews14 +2023-05-10 08:21:52,309 - [INFO] - [E:8| 1000]: Train Loss:0.0021179, Val MRR:0.32954, icews14 +2023-05-10 08:22:45,972 - [INFO] - [E:8| 1100]: Train Loss:0.0021171, Val MRR:0.32954, icews14 +2023-05-10 08:23:39,529 - [INFO] - [E:8| 1200]: Train Loss:0.0021173, Val MRR:0.32954, icews14 +2023-05-10 08:24:22,658 - [INFO] - [E:8| 1300]: Train Loss:0.0021171, Val MRR:0.32954, icews14 +2023-05-10 08:25:16,498 - [INFO] - [E:8| 1400]: Train Loss:0.0021165, Val MRR:0.32954, icews14 +2023-05-10 08:26:10,015 - [INFO] - [E:8| 1500]: Train Loss:0.0021161, Val MRR:0.32954, icews14 +2023-05-10 08:27:04,007 - [INFO] - [E:8| 1600]: Train Loss:0.0021159, Val MRR:0.32954, icews14 +2023-05-10 08:27:57,727 - [INFO] - [E:8| 1700]: Train Loss:0.0021156, Val MRR:0.32954, icews14 +2023-05-10 08:28:51,651 - [INFO] - [E:8| 1800]: Train Loss:0.0021155, Val MRR:0.32954, icews14 +2023-05-10 08:29:45,264 - [INFO] - [E:8| 1900]: Train Loss:0.0021149, Val MRR:0.32954, icews14 +2023-05-10 08:30:07,541 - [INFO] - [Epoch:8]: Training Loss:0.002115 + +2023-05-10 08:30:07,700 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 08:30:27,131 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 08:30:32,740 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 08:30:51,765 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 08:30:57,424 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.36904, Head : 0.31041, Avg : 0.33973 + +2023-05-10 08:30:59,091 - [INFO] - [Epoch 8]: Training Loss: 0.0021151, Valid MRR: 0.33973, + + + +2023-05-10 08:30:59,833 - [INFO] - [E:9| 0]: Train Loss:0.0020322, Val MRR:0.33973, icews14 +2023-05-10 08:31:53,542 - [INFO] - [E:9| 100]: Train Loss:0.0020773, Val MRR:0.33973, icews14 +2023-05-10 08:32:46,768 - [INFO] - [E:9| 200]: Train Loss:0.0020818, Val MRR:0.33973, icews14 +2023-05-10 08:33:29,253 - [INFO] - [E:9| 300]: Train Loss:0.0020859, Val MRR:0.33973, icews14 +2023-05-10 08:34:23,192 - [INFO] - [E:9| 400]: Train Loss:0.0020858, Val MRR:0.33973, icews14 +2023-05-10 08:35:17,236 - [INFO] - [E:9| 500]: Train Loss:0.0020873, Val MRR:0.33973, icews14 +2023-05-10 08:36:05,512 - [INFO] - [E:9| 600]: Train Loss:0.0020875, Val MRR:0.33973, icews14 +2023-05-10 08:36:58,973 - [INFO] - [E:9| 700]: Train Loss:0.0020879, Val MRR:0.33973, icews14 +2023-05-10 08:37:53,304 - [INFO] - [E:9| 800]: Train Loss:0.0020889, Val MRR:0.33973, icews14 +2023-05-10 08:38:47,426 - [INFO] - [E:9| 900]: Train Loss:0.0020886, Val MRR:0.33973, icews14 +2023-05-10 08:39:41,522 - [INFO] - [E:9| 1000]: Train Loss:0.002089, Val MRR:0.33973, icews14 +2023-05-10 08:40:35,929 - [INFO] - [E:9| 1100]: Train Loss:0.0020892, Val MRR:0.33973, icews14 +2023-05-10 08:41:30,445 - [INFO] - [E:9| 1200]: Train Loss:0.0020893, Val MRR:0.33973, icews14 +2023-05-10 08:42:13,111 - [INFO] - [E:9| 1300]: Train Loss:0.0020887, Val MRR:0.33973, icews14 +2023-05-10 08:43:06,761 - [INFO] - [E:9| 1400]: Train Loss:0.002089, Val MRR:0.33973, icews14 +2023-05-10 08:44:00,195 - [INFO] - [E:9| 1500]: Train Loss:0.0020893, Val MRR:0.33973, icews14 +2023-05-10 08:44:54,191 - [INFO] - [E:9| 1600]: Train Loss:0.0020894, Val MRR:0.33973, icews14 +2023-05-10 08:45:47,484 - [INFO] - [E:9| 1700]: Train Loss:0.0020891, Val MRR:0.33973, icews14 +2023-05-10 08:46:41,311 - [INFO] - [E:9| 1800]: Train Loss:0.0020882, Val MRR:0.33973, icews14 +2023-05-10 08:47:35,136 - [INFO] - [E:9| 1900]: Train Loss:0.0020883, Val MRR:0.33973, icews14 +2023-05-10 08:47:57,644 - [INFO] - [Epoch:9]: Training Loss:0.002088 + +2023-05-10 08:47:57,777 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 08:48:17,264 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 08:48:22,730 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 08:48:41,860 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 08:48:47,053 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.3784, Head : 0.32311, Avg : 0.35075 + MR: Tail : 224.33, Head : 258.72, Avg : 241.53 + Hit-1: Tail : 0.27807, Head : 0.22551, Avg : 0.25179 + Hit-3: Tail : 0.42177, Head : 0.35987, Avg : 0.39082 + Hit-10: Tail : 0.56827, Head : 0.5179, Avg : 0.54309 +2023-05-10 08:48:48,631 - [INFO] - [Epoch 9]: Training Loss: 0.0020881, Valid MRR: 0.35075, + + + +2023-05-10 08:48:49,377 - [INFO] - [E:10| 0]: Train Loss:0.0021082, Val MRR:0.35075, icews14 +2023-05-10 08:49:43,739 - [INFO] - [E:10| 100]: Train Loss:0.0020581, Val MRR:0.35075, icews14 +2023-05-10 08:50:34,238 - [INFO] - [E:10| 200]: Train Loss:0.002058, Val MRR:0.35075, icews14 +2023-05-10 08:51:19,514 - [INFO] - [E:10| 300]: Train Loss:0.0020604, Val MRR:0.35075, icews14 +2023-05-10 08:52:13,776 - [INFO] - [E:10| 400]: Train Loss:0.0020625, Val MRR:0.35075, icews14 +2023-05-10 08:53:08,126 - [INFO] - [E:10| 500]: Train Loss:0.0020626, Val MRR:0.35075, icews14 +2023-05-10 08:54:02,248 - [INFO] - [E:10| 600]: Train Loss:0.0020627, Val MRR:0.35075, icews14 +2023-05-10 08:54:56,441 - [INFO] - [E:10| 700]: Train Loss:0.0020616, Val MRR:0.35075, icews14 +2023-05-10 08:55:50,087 - [INFO] - [E:10| 800]: Train Loss:0.0020603, Val MRR:0.35075, icews14 +2023-05-10 08:56:43,813 - [INFO] - [E:10| 900]: Train Loss:0.0020616, Val MRR:0.35075, icews14 +2023-05-10 08:57:37,763 - [INFO] - [E:10| 1000]: Train Loss:0.0020624, Val MRR:0.35075, icews14 +2023-05-10 08:58:31,768 - [INFO] - [E:10| 1100]: Train Loss:0.0020632, Val MRR:0.35075, icews14 +2023-05-10 08:59:21,962 - [INFO] - [E:10| 1200]: Train Loss:0.0020633, Val MRR:0.35075, icews14 +2023-05-10 09:00:09,366 - [INFO] - [E:10| 1300]: Train Loss:0.0020641, Val MRR:0.35075, icews14 +2023-05-10 09:01:04,710 - [INFO] - [E:10| 1400]: Train Loss:0.0020641, Val MRR:0.35075, icews14 +2023-05-10 09:01:59,299 - [INFO] - [E:10| 1500]: Train Loss:0.0020642, Val MRR:0.35075, icews14 +2023-05-10 09:02:55,207 - [INFO] - [E:10| 1600]: Train Loss:0.0020645, Val MRR:0.35075, icews14 +2023-05-10 09:03:49,715 - [INFO] - [E:10| 1700]: Train Loss:0.0020646, Val MRR:0.35075, icews14 +2023-05-10 09:04:43,757 - [INFO] - [E:10| 1800]: Train Loss:0.0020651, Val MRR:0.35075, icews14 +2023-05-10 09:05:37,457 - [INFO] - [E:10| 1900]: Train Loss:0.0020656, Val MRR:0.35075, icews14 +2023-05-10 09:05:59,623 - [INFO] - [Epoch:10]: Training Loss:0.002066 + +2023-05-10 09:05:59,756 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 09:06:19,223 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 09:06:24,747 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 09:06:44,125 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 09:06:49,417 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.38273, Head : 0.32909, Avg : 0.35591 + +2023-05-10 09:06:50,778 - [INFO] - [Epoch 10]: Training Loss: 0.0020657, Valid MRR: 0.35591, + + + +2023-05-10 09:06:51,515 - [INFO] - [E:11| 0]: Train Loss:0.0020596, Val MRR:0.35591, icews14 +2023-05-10 09:07:45,158 - [INFO] - [E:11| 100]: Train Loss:0.0020415, Val MRR:0.35591, icews14 +2023-05-10 09:08:27,951 - [INFO] - [E:11| 200]: Train Loss:0.0020352, Val MRR:0.35591, icews14 +2023-05-10 09:09:21,619 - [INFO] - [E:11| 300]: Train Loss:0.0020366, Val MRR:0.35591, icews14 +2023-05-10 09:10:15,453 - [INFO] - [E:11| 400]: Train Loss:0.0020389, Val MRR:0.35591, icews14 +2023-05-10 09:11:09,362 - [INFO] - [E:11| 500]: Train Loss:0.0020409, Val MRR:0.35591, icews14 +2023-05-10 09:12:03,014 - [INFO] - [E:11| 600]: Train Loss:0.0020425, Val MRR:0.35591, icews14 +2023-05-10 09:12:55,150 - [INFO] - [E:11| 700]: Train Loss:0.0020442, Val MRR:0.35591, icews14 +2023-05-10 09:13:47,540 - [INFO] - [E:11| 800]: Train Loss:0.0020444, Val MRR:0.35591, icews14 +2023-05-10 09:14:41,026 - [INFO] - [E:11| 900]: Train Loss:0.0020452, Val MRR:0.35591, icews14 +2023-05-10 09:15:35,669 - [INFO] - [E:11| 1000]: Train Loss:0.0020443, Val MRR:0.35591, icews14 +2023-05-10 09:16:30,722 - [INFO] - [E:11| 1100]: Train Loss:0.0020442, Val MRR:0.35591, icews14 +2023-05-10 09:17:10,681 - [INFO] - [E:11| 1200]: Train Loss:0.0020449, Val MRR:0.35591, icews14 +2023-05-10 09:18:06,366 - [INFO] - [E:11| 1300]: Train Loss:0.0020451, Val MRR:0.35591, icews14 +2023-05-10 09:19:00,115 - [INFO] - [E:11| 1400]: Train Loss:0.0020449, Val MRR:0.35591, icews14 +2023-05-10 09:19:53,812 - [INFO] - [E:11| 1500]: Train Loss:0.0020455, Val MRR:0.35591, icews14 +2023-05-10 09:20:47,973 - [INFO] - [E:11| 1600]: Train Loss:0.0020459, Val MRR:0.35591, icews14 +2023-05-10 09:21:42,273 - [INFO] - [E:11| 1700]: Train Loss:0.0020461, Val MRR:0.35591, icews14 +2023-05-10 09:22:47,126 - [INFO] - [E:11| 1800]: Train Loss:0.0020465, Val MRR:0.35591, icews14 +2023-05-10 09:23:55,846 - [INFO] - [E:11| 1900]: Train Loss:0.002047, Val MRR:0.35591, icews14 +2023-05-10 09:24:18,120 - [INFO] - [Epoch:11]: Training Loss:0.002047 + +2023-05-10 09:24:18,265 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 09:24:37,629 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 09:24:41,922 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 09:24:54,890 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 09:25:00,422 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.38847, Head : 0.337, Avg : 0.36274 + +2023-05-10 09:25:05,207 - [INFO] - [Epoch 11]: Training Loss: 0.0020469, Valid MRR: 0.36274, + + + +2023-05-10 09:25:05,963 - [INFO] - [E:12| 0]: Train Loss:0.0019955, Val MRR:0.36274, icews14 +2023-05-10 09:25:59,606 - [INFO] - [E:12| 100]: Train Loss:0.0020247, Val MRR:0.36274, icews14 +2023-05-10 09:26:42,209 - [INFO] - [E:12| 200]: Train Loss:0.0020261, Val MRR:0.36274, icews14 +2023-05-10 09:27:36,266 - [INFO] - [E:12| 300]: Train Loss:0.002026, Val MRR:0.36274, icews14 +2023-05-10 09:28:29,768 - [INFO] - [E:12| 400]: Train Loss:0.0020255, Val MRR:0.36274, icews14 +2023-05-10 09:29:23,418 - [INFO] - [E:12| 500]: Train Loss:0.0020266, Val MRR:0.36274, icews14 +2023-05-10 09:30:17,278 - [INFO] - [E:12| 600]: Train Loss:0.002026, Val MRR:0.36274, icews14 +2023-05-10 09:31:11,353 - [INFO] - [E:12| 700]: Train Loss:0.0020273, Val MRR:0.36274, icews14 +2023-05-10 09:32:05,353 - [INFO] - [E:12| 800]: Train Loss:0.0020274, Val MRR:0.36274, icews14 +2023-05-10 09:32:59,762 - [INFO] - [E:12| 900]: Train Loss:0.0020278, Val MRR:0.36274, icews14 +2023-05-10 09:33:53,533 - [INFO] - [E:12| 1000]: Train Loss:0.0020278, Val MRR:0.36274, icews14 +2023-05-10 09:34:47,449 - [INFO] - [E:12| 1100]: Train Loss:0.0020282, Val MRR:0.36274, icews14 +2023-05-10 09:35:30,673 - [INFO] - [E:12| 1200]: Train Loss:0.0020282, Val MRR:0.36274, icews14 +2023-05-10 09:36:24,787 - [INFO] - [E:12| 1300]: Train Loss:0.002029, Val MRR:0.36274, icews14 +2023-05-10 09:37:18,476 - [INFO] - [E:12| 1400]: Train Loss:0.0020295, Val MRR:0.36274, icews14 +2023-05-10 09:38:12,433 - [INFO] - [E:12| 1500]: Train Loss:0.0020295, Val MRR:0.36274, icews14 +2023-05-10 09:39:06,037 - [INFO] - [E:12| 1600]: Train Loss:0.0020299, Val MRR:0.36274, icews14 +2023-05-10 09:40:00,529 - [INFO] - [E:12| 1700]: Train Loss:0.0020299, Val MRR:0.36274, icews14 +2023-05-10 09:40:54,374 - [INFO] - [E:12| 1800]: Train Loss:0.0020302, Val MRR:0.36274, icews14 +2023-05-10 09:41:48,042 - [INFO] - [E:12| 1900]: Train Loss:0.0020309, Val MRR:0.36274, icews14 +2023-05-10 09:42:10,853 - [INFO] - [Epoch:12]: Training Loss:0.002031 + +2023-05-10 09:42:11,121 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 09:42:30,452 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 09:42:36,029 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 09:42:55,332 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 09:43:00,574 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.38912, Head : 0.33927, Avg : 0.3642 + +2023-05-10 09:43:01,976 - [INFO] - [Epoch 12]: Training Loss: 0.0020308, Valid MRR: 0.3642, + + + +2023-05-10 09:43:02,722 - [INFO] - [E:13| 0]: Train Loss:0.0019524, Val MRR:0.3642, icews14 +2023-05-10 09:43:53,535 - [INFO] - [E:13| 100]: Train Loss:0.0020077, Val MRR:0.3642, icews14 +2023-05-10 09:44:39,197 - [INFO] - [E:13| 200]: Train Loss:0.0020031, Val MRR:0.3642, icews14 +2023-05-10 09:45:32,786 - [INFO] - [E:13| 300]: Train Loss:0.0020064, Val MRR:0.3642, icews14 +2023-05-10 09:46:26,691 - [INFO] - [E:13| 400]: Train Loss:0.0020085, Val MRR:0.3642, icews14 +2023-05-10 09:47:20,379 - [INFO] - [E:13| 500]: Train Loss:0.002007, Val MRR:0.3642, icews14 +2023-05-10 09:48:13,882 - [INFO] - [E:13| 600]: Train Loss:0.0020087, Val MRR:0.3642, icews14 +2023-05-10 09:49:07,541 - [INFO] - [E:13| 700]: Train Loss:0.0020101, Val MRR:0.3642, icews14 +2023-05-10 09:50:01,735 - [INFO] - [E:13| 800]: Train Loss:0.0020109, Val MRR:0.3642, icews14 +2023-05-10 09:50:56,431 - [INFO] - [E:13| 900]: Train Loss:0.0020113, Val MRR:0.3642, icews14 +2023-05-10 09:51:51,366 - [INFO] - [E:13| 1000]: Train Loss:0.0020116, Val MRR:0.3642, icews14 +2023-05-10 09:52:42,920 - [INFO] - [E:13| 1100]: Train Loss:0.0020118, Val MRR:0.3642, icews14 +2023-05-10 09:53:30,549 - [INFO] - [E:13| 1200]: Train Loss:0.0020123, Val MRR:0.3642, icews14 +2023-05-10 09:54:23,908 - [INFO] - [E:13| 1300]: Train Loss:0.0020132, Val MRR:0.3642, icews14 +2023-05-10 09:55:18,381 - [INFO] - [E:13| 1400]: Train Loss:0.0020136, Val MRR:0.3642, icews14 +2023-05-10 09:56:13,364 - [INFO] - [E:13| 1500]: Train Loss:0.002014, Val MRR:0.3642, icews14 +2023-05-10 09:57:08,160 - [INFO] - [E:13| 1600]: Train Loss:0.0020147, Val MRR:0.3642, icews14 +2023-05-10 09:58:02,011 - [INFO] - [E:13| 1700]: Train Loss:0.0020153, Val MRR:0.3642, icews14 +2023-05-10 09:58:55,639 - [INFO] - [E:13| 1800]: Train Loss:0.0020161, Val MRR:0.3642, icews14 +2023-05-10 09:59:49,583 - [INFO] - [E:13| 1900]: Train Loss:0.0020168, Val MRR:0.3642, icews14 +2023-05-10 10:00:12,104 - [INFO] - [Epoch:13]: Training Loss:0.002017 + +2023-05-10 10:00:12,372 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 10:00:31,680 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 10:00:37,198 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 10:00:56,403 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 10:01:01,684 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.39236, Head : 0.34117, Avg : 0.36677 + +2023-05-10 10:01:03,219 - [INFO] - [Epoch 13]: Training Loss: 0.0020168, Valid MRR: 0.36677, + + + +2023-05-10 10:01:03,656 - [INFO] - [E:14| 0]: Train Loss:0.0019088, Val MRR:0.36677, icews14 +2023-05-10 10:01:47,261 - [INFO] - [E:14| 100]: Train Loss:0.0019869, Val MRR:0.36677, icews14 +2023-05-10 10:02:41,698 - [INFO] - [E:14| 200]: Train Loss:0.0019895, Val MRR:0.36677, icews14 +2023-05-10 10:03:35,182 - [INFO] - [E:14| 300]: Train Loss:0.0019936, Val MRR:0.36677, icews14 +2023-05-10 10:04:28,579 - [INFO] - [E:14| 400]: Train Loss:0.001996, Val MRR:0.36677, icews14 +2023-05-10 10:05:22,222 - [INFO] - [E:14| 500]: Train Loss:0.0019985, Val MRR:0.36677, icews14 +2023-05-10 10:06:16,281 - [INFO] - [E:14| 600]: Train Loss:0.0020002, Val MRR:0.36677, icews14 +2023-05-10 10:07:10,251 - [INFO] - [E:14| 700]: Train Loss:0.0019998, Val MRR:0.36677, icews14 +2023-05-10 10:08:04,217 - [INFO] - [E:14| 800]: Train Loss:0.002, Val MRR:0.36677, icews14 +2023-05-10 10:08:57,900 - [INFO] - [E:14| 900]: Train Loss:0.0020006, Val MRR:0.36677, icews14 +2023-05-10 10:09:51,852 - [INFO] - [E:14| 1000]: Train Loss:0.0020017, Val MRR:0.36677, icews14 +2023-05-10 10:10:34,452 - [INFO] - [E:14| 1100]: Train Loss:0.0020015, Val MRR:0.36677, icews14 +2023-05-10 10:11:27,613 - [INFO] - [E:14| 1200]: Train Loss:0.0020015, Val MRR:0.36677, icews14 +2023-05-10 10:12:21,303 - [INFO] - [E:14| 1300]: Train Loss:0.0020015, Val MRR:0.36677, icews14 +2023-05-10 10:13:15,167 - [INFO] - [E:14| 1400]: Train Loss:0.0020017, Val MRR:0.36677, icews14 +2023-05-10 10:14:03,535 - [INFO] - [E:14| 1500]: Train Loss:0.0020018, Val MRR:0.36677, icews14 +2023-05-10 10:14:57,402 - [INFO] - [E:14| 1600]: Train Loss:0.002002, Val MRR:0.36677, icews14 +2023-05-10 10:15:51,373 - [INFO] - [E:14| 1700]: Train Loss:0.0020021, Val MRR:0.36677, icews14 +2023-05-10 10:16:45,366 - [INFO] - [E:14| 1800]: Train Loss:0.0020026, Val MRR:0.36677, icews14 +2023-05-10 10:17:39,374 - [INFO] - [E:14| 1900]: Train Loss:0.0020032, Val MRR:0.36677, icews14 +2023-05-10 10:18:01,701 - [INFO] - [Epoch:14]: Training Loss:0.002004 + +2023-05-10 10:18:01,856 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 10:18:21,004 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 10:18:26,686 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 10:18:45,889 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 10:18:51,223 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.39429, Head : 0.34495, Avg : 0.36962 + +2023-05-10 10:18:53,228 - [INFO] - [Epoch 14]: Training Loss: 0.0020036, Valid MRR: 0.36962, + + + +2023-05-10 10:18:53,960 - [INFO] - [E:15| 0]: Train Loss:0.0019916, Val MRR:0.36962, icews14 +2023-05-10 10:19:37,068 - [INFO] - [E:15| 100]: Train Loss:0.0019814, Val MRR:0.36962, icews14 +2023-05-10 10:20:31,441 - [INFO] - [E:15| 200]: Train Loss:0.001986, Val MRR:0.36962, icews14 +2023-05-10 10:21:25,745 - [INFO] - [E:15| 300]: Train Loss:0.0019864, Val MRR:0.36962, icews14 +2023-05-10 10:22:19,520 - [INFO] - [E:15| 400]: Train Loss:0.0019861, Val MRR:0.36962, icews14 +2023-05-10 10:23:12,830 - [INFO] - [E:15| 500]: Train Loss:0.0019866, Val MRR:0.36962, icews14 +2023-05-10 10:24:06,978 - [INFO] - [E:15| 600]: Train Loss:0.0019888, Val MRR:0.36962, icews14 +2023-05-10 10:25:01,014 - [INFO] - [E:15| 700]: Train Loss:0.0019891, Val MRR:0.36962, icews14 +2023-05-10 10:25:54,816 - [INFO] - [E:15| 800]: Train Loss:0.001988, Val MRR:0.36962, icews14 +2023-05-10 10:26:48,566 - [INFO] - [E:15| 900]: Train Loss:0.001988, Val MRR:0.36962, icews14 +2023-05-10 10:27:42,355 - [INFO] - [E:15| 1000]: Train Loss:0.0019884, Val MRR:0.36962, icews14 +2023-05-10 10:28:26,118 - [INFO] - [E:15| 1100]: Train Loss:0.0019889, Val MRR:0.36962, icews14 +2023-05-10 10:29:19,861 - [INFO] - [E:15| 1200]: Train Loss:0.0019901, Val MRR:0.36962, icews14 +2023-05-10 10:30:13,554 - [INFO] - [E:15| 1300]: Train Loss:0.0019899, Val MRR:0.36962, icews14 +2023-05-10 10:31:07,828 - [INFO] - [E:15| 1400]: Train Loss:0.0019906, Val MRR:0.36962, icews14 +2023-05-10 10:32:02,200 - [INFO] - [E:15| 1500]: Train Loss:0.0019912, Val MRR:0.36962, icews14 +2023-05-10 10:32:56,176 - [INFO] - [E:15| 1600]: Train Loss:0.001991, Val MRR:0.36962, icews14 +2023-05-10 10:33:49,848 - [INFO] - [E:15| 1700]: Train Loss:0.0019913, Val MRR:0.36962, icews14 +2023-05-10 10:34:43,262 - [INFO] - [E:15| 1800]: Train Loss:0.0019921, Val MRR:0.36962, icews14 +2023-05-10 10:35:37,431 - [INFO] - [E:15| 1900]: Train Loss:0.0019928, Val MRR:0.36962, icews14 +2023-05-10 10:35:59,876 - [INFO] - [Epoch:15]: Training Loss:0.001993 + +2023-05-10 10:36:00,150 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 10:36:19,077 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 10:36:24,696 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 10:36:38,324 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 10:36:41,339 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.39745, Head : 0.34839, Avg : 0.37292 + +2023-05-10 10:36:43,201 - [INFO] - [Epoch 15]: Training Loss: 0.0019928, Valid MRR: 0.37292, + + + +2023-05-10 10:36:43,545 - [INFO] - [E:16| 0]: Train Loss:0.0019164, Val MRR:0.37292, icews14 +2023-05-10 10:37:34,391 - [INFO] - [E:16| 100]: Train Loss:0.0019666, Val MRR:0.37292, icews14 +2023-05-10 10:38:28,029 - [INFO] - [E:16| 200]: Train Loss:0.0019696, Val MRR:0.37292, icews14 +2023-05-10 10:39:22,651 - [INFO] - [E:16| 300]: Train Loss:0.0019712, Val MRR:0.37292, icews14 +2023-05-10 10:40:16,439 - [INFO] - [E:16| 400]: Train Loss:0.0019751, Val MRR:0.37292, icews14 +2023-05-10 10:41:09,984 - [INFO] - [E:16| 500]: Train Loss:0.0019757, Val MRR:0.37292, icews14 +2023-05-10 10:42:03,728 - [INFO] - [E:16| 600]: Train Loss:0.0019764, Val MRR:0.37292, icews14 +2023-05-10 10:42:57,382 - [INFO] - [E:16| 700]: Train Loss:0.0019773, Val MRR:0.37292, icews14 +2023-05-10 10:43:49,690 - [INFO] - [E:16| 800]: Train Loss:0.0019774, Val MRR:0.37292, icews14 +2023-05-10 10:44:41,521 - [INFO] - [E:16| 900]: Train Loss:0.0019778, Val MRR:0.37292, icews14 +2023-05-10 10:45:24,492 - [INFO] - [E:16| 1000]: Train Loss:0.0019782, Val MRR:0.37292, icews14 +2023-05-10 10:46:17,176 - [INFO] - [E:16| 1100]: Train Loss:0.0019781, Val MRR:0.37292, icews14 +2023-05-10 10:47:10,932 - [INFO] - [E:16| 1200]: Train Loss:0.0019786, Val MRR:0.37292, icews14 +2023-05-10 10:48:05,042 - [INFO] - [E:16| 1300]: Train Loss:0.0019795, Val MRR:0.37292, icews14 +2023-05-10 10:48:58,549 - [INFO] - [E:16| 1400]: Train Loss:0.0019801, Val MRR:0.37292, icews14 +2023-05-10 10:49:52,269 - [INFO] - [E:16| 1500]: Train Loss:0.0019802, Val MRR:0.37292, icews14 +2023-05-10 10:50:46,406 - [INFO] - [E:16| 1600]: Train Loss:0.0019813, Val MRR:0.37292, icews14 +2023-05-10 10:51:40,484 - [INFO] - [E:16| 1700]: Train Loss:0.0019817, Val MRR:0.37292, icews14 +2023-05-10 10:52:33,503 - [INFO] - [E:16| 1800]: Train Loss:0.0019816, Val MRR:0.37292, icews14 +2023-05-10 10:53:27,253 - [INFO] - [E:16| 1900]: Train Loss:0.0019821, Val MRR:0.37292, icews14 +2023-05-10 10:53:49,597 - [INFO] - [Epoch:16]: Training Loss:0.001982 + +2023-05-10 10:53:49,849 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 10:54:02,081 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 10:54:05,204 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 10:54:19,665 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 10:54:24,841 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.40087, Head : 0.35121, Avg : 0.37604 + +2023-05-10 10:54:26,792 - [INFO] - [Epoch 16]: Training Loss: 0.0019823, Valid MRR: 0.37604, + + + +2023-05-10 10:54:27,461 - [INFO] - [E:17| 0]: Train Loss:0.0020528, Val MRR:0.37604, icews14 +2023-05-10 10:55:21,259 - [INFO] - [E:17| 100]: Train Loss:0.0019537, Val MRR:0.37604, icews14 +2023-05-10 10:56:15,048 - [INFO] - [E:17| 200]: Train Loss:0.0019572, Val MRR:0.37604, icews14 +2023-05-10 10:57:08,802 - [INFO] - [E:17| 300]: Train Loss:0.001959, Val MRR:0.37604, icews14 +2023-05-10 10:58:02,691 - [INFO] - [E:17| 400]: Train Loss:0.0019619, Val MRR:0.37604, icews14 +2023-05-10 10:58:56,559 - [INFO] - [E:17| 500]: Train Loss:0.0019634, Val MRR:0.37604, icews14 +2023-05-10 10:59:50,651 - [INFO] - [E:17| 600]: Train Loss:0.0019646, Val MRR:0.37604, icews14 +2023-05-10 11:00:44,463 - [INFO] - [E:17| 700]: Train Loss:0.0019655, Val MRR:0.37604, icews14 +2023-05-10 11:01:36,562 - [INFO] - [E:17| 800]: Train Loss:0.0019659, Val MRR:0.37604, icews14 +2023-05-10 11:02:27,038 - [INFO] - [E:17| 900]: Train Loss:0.0019665, Val MRR:0.37604, icews14 +2023-05-10 11:03:11,208 - [INFO] - [E:17| 1000]: Train Loss:0.0019679, Val MRR:0.37604, icews14 +2023-05-10 11:04:05,116 - [INFO] - [E:17| 1100]: Train Loss:0.0019685, Val MRR:0.37604, icews14 +2023-05-10 11:04:59,219 - [INFO] - [E:17| 1200]: Train Loss:0.0019695, Val MRR:0.37604, icews14 +2023-05-10 11:05:52,890 - [INFO] - [E:17| 1300]: Train Loss:0.0019704, Val MRR:0.37604, icews14 +2023-05-10 11:06:47,164 - [INFO] - [E:17| 1400]: Train Loss:0.0019705, Val MRR:0.37604, icews14 +2023-05-10 11:07:41,195 - [INFO] - [E:17| 1500]: Train Loss:0.0019704, Val MRR:0.37604, icews14 +2023-05-10 11:08:35,760 - [INFO] - [E:17| 1600]: Train Loss:0.0019707, Val MRR:0.37604, icews14 +2023-05-10 11:09:29,970 - [INFO] - [E:17| 1700]: Train Loss:0.0019716, Val MRR:0.37604, icews14 +2023-05-10 11:10:23,323 - [INFO] - [E:17| 1800]: Train Loss:0.0019721, Val MRR:0.37604, icews14 +2023-05-10 11:11:16,989 - [INFO] - [E:17| 1900]: Train Loss:0.0019726, Val MRR:0.37604, icews14 +2023-05-10 11:11:35,807 - [INFO] - [Epoch:17]: Training Loss:0.001973 + +2023-05-10 11:11:35,918 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 11:11:46,776 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 11:11:50,850 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 11:12:10,045 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 11:12:15,371 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.401, Head : 0.351, Avg : 0.376 + +2023-05-10 11:12:15,371 - [INFO] - [Epoch 17]: Training Loss: 0.0019726, Valid MRR: 0.37604, + + + +2023-05-10 11:12:16,107 - [INFO] - [E:18| 0]: Train Loss:0.0019118, Val MRR:0.37604, icews14 +2023-05-10 11:13:09,486 - [INFO] - [E:18| 100]: Train Loss:0.0019487, Val MRR:0.37604, icews14 +2023-05-10 11:14:03,737 - [INFO] - [E:18| 200]: Train Loss:0.0019528, Val MRR:0.37604, icews14 +2023-05-10 11:14:58,178 - [INFO] - [E:18| 300]: Train Loss:0.0019528, Val MRR:0.37604, icews14 +2023-05-10 11:15:52,316 - [INFO] - [E:18| 400]: Train Loss:0.0019528, Val MRR:0.37604, icews14 +2023-05-10 11:16:46,795 - [INFO] - [E:18| 500]: Train Loss:0.0019518, Val MRR:0.37604, icews14 +2023-05-10 11:17:40,509 - [INFO] - [E:18| 600]: Train Loss:0.001953, Val MRR:0.37604, icews14 +2023-05-10 11:18:34,240 - [INFO] - [E:18| 700]: Train Loss:0.0019536, Val MRR:0.37604, icews14 +2023-05-10 11:19:28,578 - [INFO] - [E:18| 800]: Train Loss:0.0019555, Val MRR:0.37604, icews14 +2023-05-10 11:20:19,156 - [INFO] - [E:18| 900]: Train Loss:0.001956, Val MRR:0.37604, icews14 +2023-05-10 11:21:06,043 - [INFO] - [E:18| 1000]: Train Loss:0.0019566, Val MRR:0.37604, icews14 +2023-05-10 11:21:59,738 - [INFO] - [E:18| 1100]: Train Loss:0.0019573, Val MRR:0.37604, icews14 +2023-05-10 11:22:53,202 - [INFO] - [E:18| 1200]: Train Loss:0.0019583, Val MRR:0.37604, icews14 +2023-05-10 11:23:47,278 - [INFO] - [E:18| 1300]: Train Loss:0.0019599, Val MRR:0.37604, icews14 +2023-05-10 11:24:41,823 - [INFO] - [E:18| 1400]: Train Loss:0.0019604, Val MRR:0.37604, icews14 +2023-05-10 11:25:35,340 - [INFO] - [E:18| 1500]: Train Loss:0.0019617, Val MRR:0.37604, icews14 +2023-05-10 11:26:28,971 - [INFO] - [E:18| 1600]: Train Loss:0.0019626, Val MRR:0.37604, icews14 +2023-05-10 11:27:22,757 - [INFO] - [E:18| 1700]: Train Loss:0.001963, Val MRR:0.37604, icews14 +2023-05-10 11:28:16,736 - [INFO] - [E:18| 1800]: Train Loss:0.0019636, Val MRR:0.37604, icews14 +2023-05-10 11:29:05,377 - [INFO] - [E:18| 1900]: Train Loss:0.0019638, Val MRR:0.37604, icews14 +2023-05-10 11:29:22,367 - [INFO] - [Epoch:18]: Training Loss:0.001964 + +2023-05-10 11:29:22,639 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 11:29:41,937 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 11:29:47,523 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 11:30:06,961 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 11:30:12,216 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.40612, Head : 0.35741, Avg : 0.38176 + +2023-05-10 11:30:14,031 - [INFO] - [Epoch 18]: Training Loss: 0.001964, Valid MRR: 0.38176, + + + +2023-05-10 11:30:14,770 - [INFO] - [E:19| 0]: Train Loss:0.0019558, Val MRR:0.38176, icews14 +2023-05-10 11:31:08,673 - [INFO] - [E:19| 100]: Train Loss:0.0019336, Val MRR:0.38176, icews14 +2023-05-10 11:32:02,496 - [INFO] - [E:19| 200]: Train Loss:0.0019434, Val MRR:0.38176, icews14 +2023-05-10 11:32:56,170 - [INFO] - [E:19| 300]: Train Loss:0.0019406, Val MRR:0.38176, icews14 +2023-05-10 11:33:49,906 - [INFO] - [E:19| 400]: Train Loss:0.0019425, Val MRR:0.38176, icews14 +2023-05-10 11:34:44,349 - [INFO] - [E:19| 500]: Train Loss:0.0019432, Val MRR:0.38176, icews14 +2023-05-10 11:35:37,906 - [INFO] - [E:19| 600]: Train Loss:0.0019447, Val MRR:0.38176, icews14 +2023-05-10 11:36:31,575 - [INFO] - [E:19| 700]: Train Loss:0.001946, Val MRR:0.38176, icews14 +2023-05-10 11:37:25,330 - [INFO] - [E:19| 800]: Train Loss:0.0019477, Val MRR:0.38176, icews14 +2023-05-10 11:38:07,995 - [INFO] - [E:19| 900]: Train Loss:0.0019481, Val MRR:0.38176, icews14 +2023-05-10 11:39:01,599 - [INFO] - [E:19| 1000]: Train Loss:0.0019487, Val MRR:0.38176, icews14 +2023-05-10 11:39:56,057 - [INFO] - [E:19| 1100]: Train Loss:0.0019502, Val MRR:0.38176, icews14 +2023-05-10 11:41:15,019 - [INFO] - [E:19| 1200]: Train Loss:0.001951, Val MRR:0.38176, icews14 +2023-05-10 11:42:08,787 - [INFO] - [E:19| 1300]: Train Loss:0.0019516, Val MRR:0.38176, icews14 +2023-05-10 11:43:02,584 - [INFO] - [E:19| 1400]: Train Loss:0.0019524, Val MRR:0.38176, icews14 +2023-05-10 11:43:56,428 - [INFO] - [E:19| 1500]: Train Loss:0.0019531, Val MRR:0.38176, icews14 +2023-05-10 11:44:50,266 - [INFO] - [E:19| 1600]: Train Loss:0.0019536, Val MRR:0.38176, icews14 +2023-05-10 11:45:44,173 - [INFO] - [E:19| 1700]: Train Loss:0.0019538, Val MRR:0.38176, icews14 +2023-05-10 11:46:37,736 - [INFO] - [E:19| 1800]: Train Loss:0.0019541, Val MRR:0.38176, icews14 +2023-05-10 11:47:20,196 - [INFO] - [E:19| 1900]: Train Loss:0.0019545, Val MRR:0.38176, icews14 +2023-05-10 11:47:42,959 - [INFO] - [Epoch:19]: Training Loss:0.001955 + +2023-05-10 11:47:43,112 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 11:48:02,128 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 11:48:07,876 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 11:48:27,066 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 11:48:32,286 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.40374, Head : 0.35654, Avg : 0.38014 + MR: Tail : 269.16, Head : 288.07, Avg : 278.61 + Hit-1: Tail : 0.29979, Head : 0.25586, Avg : 0.27782 + Hit-3: Tail : 0.45175, Head : 0.39968, Avg : 0.42572 + Hit-10: Tail : 0.60942, Head : 0.55419, Avg : 0.58181 +2023-05-10 11:48:32,287 - [INFO] - [Epoch 19]: Training Loss: 0.0019547, Valid MRR: 0.38176, + + + +2023-05-10 11:48:32,838 - [INFO] - [E:20| 0]: Train Loss:0.0019378, Val MRR:0.38176, icews14 +2023-05-10 11:49:27,134 - [INFO] - [E:20| 100]: Train Loss:0.0019374, Val MRR:0.38176, icews14 +2023-05-10 11:50:20,901 - [INFO] - [E:20| 200]: Train Loss:0.0019339, Val MRR:0.38176, icews14 +2023-05-10 11:51:08,617 - [INFO] - [E:20| 300]: Train Loss:0.0019331, Val MRR:0.38176, icews14 +2023-05-10 11:52:02,562 - [INFO] - [E:20| 400]: Train Loss:0.0019355, Val MRR:0.38176, icews14 +2023-05-10 11:52:56,191 - [INFO] - [E:20| 500]: Train Loss:0.0019357, Val MRR:0.38176, icews14 +2023-05-10 11:53:49,795 - [INFO] - [E:20| 600]: Train Loss:0.0019369, Val MRR:0.38176, icews14 +2023-05-10 11:54:43,706 - [INFO] - [E:20| 700]: Train Loss:0.0019369, Val MRR:0.38176, icews14 +2023-05-10 11:55:37,661 - [INFO] - [E:20| 800]: Train Loss:0.0019383, Val MRR:0.38176, icews14 +2023-05-10 11:56:20,263 - [INFO] - [E:20| 900]: Train Loss:0.0019398, Val MRR:0.38176, icews14 +2023-05-10 11:57:14,507 - [INFO] - [E:20| 1000]: Train Loss:0.0019411, Val MRR:0.38176, icews14 +2023-05-10 11:58:08,608 - [INFO] - [E:20| 1100]: Train Loss:0.0019414, Val MRR:0.38176, icews14 +2023-05-10 11:59:02,533 - [INFO] - [E:20| 1200]: Train Loss:0.0019421, Val MRR:0.38176, icews14 +2023-05-10 11:59:56,101 - [INFO] - [E:20| 1300]: Train Loss:0.0019425, Val MRR:0.38176, icews14 +2023-05-10 12:00:49,406 - [INFO] - [E:20| 1400]: Train Loss:0.0019434, Val MRR:0.38176, icews14 +2023-05-10 12:01:43,250 - [INFO] - [E:20| 1500]: Train Loss:0.0019436, Val MRR:0.38176, icews14 +2023-05-10 12:02:37,048 - [INFO] - [E:20| 1600]: Train Loss:0.0019442, Val MRR:0.38176, icews14 +2023-05-10 12:03:30,679 - [INFO] - [E:20| 1700]: Train Loss:0.0019447, Val MRR:0.38176, icews14 +2023-05-10 12:04:24,403 - [INFO] - [E:20| 1800]: Train Loss:0.0019456, Val MRR:0.38176, icews14 +2023-05-10 12:05:06,590 - [INFO] - [E:20| 1900]: Train Loss:0.0019458, Val MRR:0.38176, icews14 +2023-05-10 12:05:28,989 - [INFO] - [Epoch:20]: Training Loss:0.001946 + +2023-05-10 12:05:29,262 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 12:05:48,365 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 12:05:53,847 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 12:06:12,969 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 12:06:18,252 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.40486, Head : 0.35642, Avg : 0.38064 + +2023-05-10 12:06:18,252 - [INFO] - [Epoch 20]: Training Loss: 0.0019462, Valid MRR: 0.38176, + + + +2023-05-10 12:06:18,943 - [INFO] - [E:21| 0]: Train Loss:0.0019222, Val MRR:0.38176, icews14 +2023-05-10 12:07:12,820 - [INFO] - [E:21| 100]: Train Loss:0.0019144, Val MRR:0.38176, icews14 +2023-05-10 12:08:06,334 - [INFO] - [E:21| 200]: Train Loss:0.0019162, Val MRR:0.38176, icews14 +2023-05-10 12:08:59,810 - [INFO] - [E:21| 300]: Train Loss:0.0019184, Val MRR:0.38176, icews14 +2023-05-10 12:09:53,602 - [INFO] - [E:21| 400]: Train Loss:0.0019217, Val MRR:0.38176, icews14 +2023-05-10 12:10:46,690 - [INFO] - [E:21| 500]: Train Loss:0.0019226, Val MRR:0.38176, icews14 +2023-05-10 12:11:40,468 - [INFO] - [E:21| 600]: Train Loss:0.0019233, Val MRR:0.38176, icews14 +2023-05-10 12:12:34,126 - [INFO] - [E:21| 700]: Train Loss:0.0019259, Val MRR:0.38176, icews14 +2023-05-10 12:13:26,690 - [INFO] - [E:21| 800]: Train Loss:0.0019283, Val MRR:0.38176, icews14 +2023-05-10 12:14:09,916 - [INFO] - [E:21| 900]: Train Loss:0.0019295, Val MRR:0.38176, icews14 +2023-05-10 12:15:03,191 - [INFO] - [E:21| 1000]: Train Loss:0.0019305, Val MRR:0.38176, icews14 +2023-05-10 12:15:55,971 - [INFO] - [E:21| 1100]: Train Loss:0.0019314, Val MRR:0.38176, icews14 +2023-05-10 12:16:48,724 - [INFO] - [E:21| 1200]: Train Loss:0.0019323, Val MRR:0.38176, icews14 +2023-05-10 12:17:42,231 - [INFO] - [E:21| 1300]: Train Loss:0.0019335, Val MRR:0.38176, icews14 +2023-05-10 12:18:36,091 - [INFO] - [E:21| 1400]: Train Loss:0.0019343, Val MRR:0.38176, icews14 +2023-05-10 12:19:29,648 - [INFO] - [E:21| 1500]: Train Loss:0.0019346, Val MRR:0.38176, icews14 +2023-05-10 12:20:23,068 - [INFO] - [E:21| 1600]: Train Loss:0.0019357, Val MRR:0.38176, icews14 +2023-05-10 12:21:16,447 - [INFO] - [E:21| 1700]: Train Loss:0.0019367, Val MRR:0.38176, icews14 +2023-05-10 12:22:05,579 - [INFO] - [E:21| 1800]: Train Loss:0.0019375, Val MRR:0.38176, icews14 +2023-05-10 12:22:52,945 - [INFO] - [E:21| 1900]: Train Loss:0.0019382, Val MRR:0.38176, icews14 +2023-05-10 12:23:15,297 - [INFO] - [Epoch:21]: Training Loss:0.001939 + +2023-05-10 12:23:15,429 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 12:23:34,748 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 12:23:40,456 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 12:23:59,790 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 12:24:05,064 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.40686, Head : 0.35984, Avg : 0.38335 + +2023-05-10 12:24:06,902 - [INFO] - [Epoch 21]: Training Loss: 0.0019386, Valid MRR: 0.38335, + + + +2023-05-10 12:24:07,410 - [INFO] - [E:22| 0]: Train Loss:0.0018966, Val MRR:0.38335, icews14 +2023-05-10 12:25:01,503 - [INFO] - [E:22| 100]: Train Loss:0.0019252, Val MRR:0.38335, icews14 +2023-05-10 12:25:55,661 - [INFO] - [E:22| 200]: Train Loss:0.0019213, Val MRR:0.38335, icews14 +2023-05-10 12:26:50,043 - [INFO] - [E:22| 300]: Train Loss:0.001919, Val MRR:0.38335, icews14 +2023-05-10 12:27:44,004 - [INFO] - [E:22| 400]: Train Loss:0.0019194, Val MRR:0.38335, icews14 +2023-05-10 12:28:37,760 - [INFO] - [E:22| 500]: Train Loss:0.0019193, Val MRR:0.38335, icews14 +2023-05-10 12:29:31,280 - [INFO] - [E:22| 600]: Train Loss:0.0019199, Val MRR:0.38335, icews14 +2023-05-10 12:30:25,153 - [INFO] - [E:22| 700]: Train Loss:0.0019208, Val MRR:0.38335, icews14 +2023-05-10 12:31:08,270 - [INFO] - [E:22| 800]: Train Loss:0.0019217, Val MRR:0.38335, icews14 +2023-05-10 12:32:01,837 - [INFO] - [E:22| 900]: Train Loss:0.001923, Val MRR:0.38335, icews14 +2023-05-10 12:32:56,009 - [INFO] - [E:22| 1000]: Train Loss:0.0019234, Val MRR:0.38335, icews14 +2023-05-10 12:33:49,555 - [INFO] - [E:22| 1100]: Train Loss:0.0019244, Val MRR:0.38335, icews14 +2023-05-10 12:34:43,360 - [INFO] - [E:22| 1200]: Train Loss:0.0019247, Val MRR:0.38335, icews14 +2023-05-10 12:35:36,977 - [INFO] - [E:22| 1300]: Train Loss:0.001926, Val MRR:0.38335, icews14 +2023-05-10 12:36:30,666 - [INFO] - [E:22| 1400]: Train Loss:0.0019268, Val MRR:0.38335, icews14 +2023-05-10 12:37:24,468 - [INFO] - [E:22| 1500]: Train Loss:0.0019274, Val MRR:0.38335, icews14 +2023-05-10 12:38:18,219 - [INFO] - [E:22| 1600]: Train Loss:0.0019276, Val MRR:0.38335, icews14 +2023-05-10 12:39:05,681 - [INFO] - [E:22| 1700]: Train Loss:0.0019282, Val MRR:0.38335, icews14 +2023-05-10 12:39:51,831 - [INFO] - [E:22| 1800]: Train Loss:0.0019287, Val MRR:0.38335, icews14 +2023-05-10 12:40:42,497 - [INFO] - [E:22| 1900]: Train Loss:0.0019297, Val MRR:0.38335, icews14 +2023-05-10 12:41:05,098 - [INFO] - [Epoch:22]: Training Loss:0.00193 + +2023-05-10 12:41:05,232 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 12:41:24,496 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 12:41:30,262 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 12:41:49,482 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 12:41:54,780 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.40578, Head : 0.35655, Avg : 0.38117 + +2023-05-10 12:41:54,780 - [INFO] - [Epoch 22]: Training Loss: 0.0019302, Valid MRR: 0.38335, + + + +2023-05-10 12:41:55,379 - [INFO] - [E:23| 0]: Train Loss:0.0018995, Val MRR:0.38335, icews14 +2023-05-10 12:42:49,028 - [INFO] - [E:23| 100]: Train Loss:0.0019125, Val MRR:0.38335, icews14 +2023-05-10 12:43:43,385 - [INFO] - [E:23| 200]: Train Loss:0.0019148, Val MRR:0.38335, icews14 +2023-05-10 12:44:36,966 - [INFO] - [E:23| 300]: Train Loss:0.0019147, Val MRR:0.38335, icews14 +2023-05-10 12:45:30,772 - [INFO] - [E:23| 400]: Train Loss:0.0019152, Val MRR:0.38335, icews14 +2023-05-10 12:46:24,412 - [INFO] - [E:23| 500]: Train Loss:0.0019148, Val MRR:0.38335, icews14 +2023-05-10 12:47:18,919 - [INFO] - [E:23| 600]: Train Loss:0.0019164, Val MRR:0.38335, icews14 +2023-05-10 12:48:12,565 - [INFO] - [E:23| 700]: Train Loss:0.0019158, Val MRR:0.38335, icews14 +2023-05-10 12:48:55,346 - [INFO] - [E:23| 800]: Train Loss:0.0019165, Val MRR:0.38335, icews14 +2023-05-10 12:49:48,875 - [INFO] - [E:23| 900]: Train Loss:0.0019173, Val MRR:0.38335, icews14 +2023-05-10 12:50:42,765 - [INFO] - [E:23| 1000]: Train Loss:0.0019169, Val MRR:0.38335, icews14 +2023-05-10 12:51:36,480 - [INFO] - [E:23| 1100]: Train Loss:0.0019173, Val MRR:0.38335, icews14 +2023-05-10 12:52:30,865 - [INFO] - [E:23| 1200]: Train Loss:0.0019176, Val MRR:0.38335, icews14 +2023-05-10 12:53:24,927 - [INFO] - [E:23| 1300]: Train Loss:0.0019188, Val MRR:0.38335, icews14 +2023-05-10 12:54:18,594 - [INFO] - [E:23| 1400]: Train Loss:0.0019194, Val MRR:0.38335, icews14 +2023-05-10 12:55:11,953 - [INFO] - [E:23| 1500]: Train Loss:0.00192, Val MRR:0.38335, icews14 +2023-05-10 12:56:05,494 - [INFO] - [E:23| 1600]: Train Loss:0.0019204, Val MRR:0.38335, icews14 +2023-05-10 12:56:59,411 - [INFO] - [E:23| 1700]: Train Loss:0.0019206, Val MRR:0.38335, icews14 +2023-05-10 12:57:41,962 - [INFO] - [E:23| 1800]: Train Loss:0.0019213, Val MRR:0.38335, icews14 +2023-05-10 12:58:35,666 - [INFO] - [E:23| 1900]: Train Loss:0.0019223, Val MRR:0.38335, icews14 +2023-05-10 12:58:57,910 - [INFO] - [Epoch:23]: Training Loss:0.001923 + +2023-05-10 12:58:58,068 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 12:59:17,275 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 12:59:22,902 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 12:59:42,035 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 12:59:47,514 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.40559, Head : 0.36065, Avg : 0.38312 + +2023-05-10 12:59:47,514 - [INFO] - [Epoch 23]: Training Loss: 0.0019226, Valid MRR: 0.38335, + + + +2023-05-10 12:59:48,021 - [INFO] - [E:24| 0]: Train Loss:0.0019203, Val MRR:0.38335, icews14 +2023-05-10 13:00:42,819 - [INFO] - [E:24| 100]: Train Loss:0.001903, Val MRR:0.38335, icews14 +2023-05-10 13:01:36,237 - [INFO] - [E:24| 200]: Train Loss:0.0019016, Val MRR:0.38335, icews14 +2023-05-10 13:02:30,503 - [INFO] - [E:24| 300]: Train Loss:0.0018997, Val MRR:0.38335, icews14 +2023-05-10 13:03:24,435 - [INFO] - [E:24| 400]: Train Loss:0.0019021, Val MRR:0.38335, icews14 +2023-05-10 13:04:18,205 - [INFO] - [E:24| 500]: Train Loss:0.0019021, Val MRR:0.38335, icews14 +2023-05-10 13:05:11,986 - [INFO] - [E:24| 600]: Train Loss:0.0019029, Val MRR:0.38335, icews14 +2023-05-10 13:06:01,353 - [INFO] - [E:24| 700]: Train Loss:0.0019044, Val MRR:0.38335, icews14 +2023-05-10 13:06:49,004 - [INFO] - [E:24| 800]: Train Loss:0.0019057, Val MRR:0.38335, icews14 +2023-05-10 13:07:43,121 - [INFO] - [E:24| 900]: Train Loss:0.0019069, Val MRR:0.38335, icews14 +2023-05-10 13:08:36,612 - [INFO] - [E:24| 1000]: Train Loss:0.0019074, Val MRR:0.38335, icews14 +2023-05-10 13:09:30,353 - [INFO] - [E:24| 1100]: Train Loss:0.0019081, Val MRR:0.38335, icews14 +2023-05-10 13:10:24,800 - [INFO] - [E:24| 1200]: Train Loss:0.001909, Val MRR:0.38335, icews14 +2023-05-10 13:11:18,775 - [INFO] - [E:24| 1300]: Train Loss:0.0019103, Val MRR:0.38335, icews14 +2023-05-10 13:12:12,672 - [INFO] - [E:24| 1400]: Train Loss:0.0019114, Val MRR:0.38335, icews14 +2023-05-10 13:13:06,418 - [INFO] - [E:24| 1500]: Train Loss:0.0019122, Val MRR:0.38335, icews14 +2023-05-10 13:14:00,562 - [INFO] - [E:24| 1600]: Train Loss:0.0019129, Val MRR:0.38335, icews14 +2023-05-10 13:14:49,130 - [INFO] - [E:24| 1700]: Train Loss:0.0019134, Val MRR:0.38335, icews14 +2023-05-10 13:15:36,855 - [INFO] - [E:24| 1800]: Train Loss:0.0019138, Val MRR:0.38335, icews14 +2023-05-10 13:16:30,660 - [INFO] - [E:24| 1900]: Train Loss:0.0019146, Val MRR:0.38335, icews14 +2023-05-10 13:16:52,830 - [INFO] - [Epoch:24]: Training Loss:0.001915 + +2023-05-10 13:16:52,962 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 13:17:12,502 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 13:17:17,928 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 13:17:37,257 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 13:17:42,465 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.40944, Head : 0.36023, Avg : 0.38484 + +2023-05-10 13:17:45,095 - [INFO] - [Epoch 24]: Training Loss: 0.0019148, Valid MRR: 0.38484, + + + +2023-05-10 13:17:45,825 - [INFO] - [E:25| 0]: Train Loss:0.0019046, Val MRR:0.38484, icews14 +2023-05-10 13:18:39,429 - [INFO] - [E:25| 100]: Train Loss:0.0018948, Val MRR:0.38484, icews14 +2023-05-10 13:19:33,048 - [INFO] - [E:25| 200]: Train Loss:0.0018929, Val MRR:0.38484, icews14 +2023-05-10 13:20:26,706 - [INFO] - [E:25| 300]: Train Loss:0.0018953, Val MRR:0.38484, icews14 +2023-05-10 13:21:20,459 - [INFO] - [E:25| 400]: Train Loss:0.0018944, Val MRR:0.38484, icews14 +2023-05-10 13:22:14,192 - [INFO] - [E:25| 500]: Train Loss:0.0018941, Val MRR:0.38484, icews14 +2023-05-10 13:23:07,574 - [INFO] - [E:25| 600]: Train Loss:0.0018953, Val MRR:0.38484, icews14 +2023-05-10 13:23:50,712 - [INFO] - [E:25| 700]: Train Loss:0.0018958, Val MRR:0.38484, icews14 +2023-05-10 13:24:44,282 - [INFO] - [E:25| 800]: Train Loss:0.0018965, Val MRR:0.38484, icews14 +2023-05-10 13:25:38,199 - [INFO] - [E:25| 900]: Train Loss:0.0018975, Val MRR:0.38484, icews14 +2023-05-10 13:26:31,912 - [INFO] - [E:25| 1000]: Train Loss:0.0018988, Val MRR:0.38484, icews14 +2023-05-10 13:27:25,745 - [INFO] - [E:25| 1100]: Train Loss:0.0018998, Val MRR:0.38484, icews14 +2023-05-10 13:28:12,517 - [INFO] - [E:25| 1200]: Train Loss:0.0019014, Val MRR:0.38484, icews14 +2023-05-10 13:29:06,504 - [INFO] - [E:25| 1300]: Train Loss:0.0019025, Val MRR:0.38484, icews14 +2023-05-10 13:30:00,320 - [INFO] - [E:25| 1400]: Train Loss:0.0019031, Val MRR:0.38484, icews14 +2023-05-10 13:30:55,547 - [INFO] - [E:25| 1500]: Train Loss:0.0019035, Val MRR:0.38484, icews14 +2023-05-10 13:31:50,122 - [INFO] - [E:25| 1600]: Train Loss:0.0019044, Val MRR:0.38484, icews14 +2023-05-10 13:32:34,648 - [INFO] - [E:25| 1700]: Train Loss:0.001905, Val MRR:0.38484, icews14 +2023-05-10 13:33:27,471 - [INFO] - [E:25| 1800]: Train Loss:0.0019055, Val MRR:0.38484, icews14 +2023-05-10 13:34:21,056 - [INFO] - [E:25| 1900]: Train Loss:0.0019061, Val MRR:0.38484, icews14 +2023-05-10 13:34:43,391 - [INFO] - [Epoch:25]: Training Loss:0.001906 + +2023-05-10 13:34:43,548 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 13:35:02,970 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 13:35:08,461 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 13:35:27,634 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 13:35:33,176 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.40548, Head : 0.35891, Avg : 0.38219 + +2023-05-10 13:35:33,176 - [INFO] - [Epoch 25]: Training Loss: 0.0019064, Valid MRR: 0.38484, + + + +2023-05-10 13:35:33,662 - [INFO] - [E:26| 0]: Train Loss:0.0018948, Val MRR:0.38484, icews14 +2023-05-10 13:36:27,266 - [INFO] - [E:26| 100]: Train Loss:0.0018804, Val MRR:0.38484, icews14 +2023-05-10 13:37:21,470 - [INFO] - [E:26| 200]: Train Loss:0.0018804, Val MRR:0.38484, icews14 +2023-05-10 13:38:15,039 - [INFO] - [E:26| 300]: Train Loss:0.0018812, Val MRR:0.38484, icews14 +2023-05-10 13:39:08,842 - [INFO] - [E:26| 400]: Train Loss:0.0018842, Val MRR:0.38484, icews14 +2023-05-10 13:40:02,687 - [INFO] - [E:26| 500]: Train Loss:0.0018864, Val MRR:0.38484, icews14 +2023-05-10 13:40:56,566 - [INFO] - [E:26| 600]: Train Loss:0.0018878, Val MRR:0.38484, icews14 +2023-05-10 13:41:39,076 - [INFO] - [E:26| 700]: Train Loss:0.0018882, Val MRR:0.38484, icews14 +2023-05-10 13:42:33,126 - [INFO] - [E:26| 800]: Train Loss:0.0018891, Val MRR:0.38484, icews14 +2023-05-10 13:43:27,010 - [INFO] - [E:26| 900]: Train Loss:0.0018901, Val MRR:0.38484, icews14 +2023-05-10 13:44:21,165 - [INFO] - [E:26| 1000]: Train Loss:0.0018915, Val MRR:0.38484, icews14 +2023-05-10 13:45:15,189 - [INFO] - [E:26| 1100]: Train Loss:0.0018927, Val MRR:0.38484, icews14 +2023-05-10 13:46:08,756 - [INFO] - [E:26| 1200]: Train Loss:0.0018934, Val MRR:0.38484, icews14 +2023-05-10 13:47:00,511 - [INFO] - [E:26| 1300]: Train Loss:0.0018942, Val MRR:0.38484, icews14 +2023-05-10 13:47:53,300 - [INFO] - [E:26| 1400]: Train Loss:0.0018951, Val MRR:0.38484, icews14 +2023-05-10 13:48:45,963 - [INFO] - [E:26| 1500]: Train Loss:0.0018959, Val MRR:0.38484, icews14 +2023-05-10 13:49:39,623 - [INFO] - [E:26| 1600]: Train Loss:0.0018966, Val MRR:0.38484, icews14 +2023-05-10 13:50:22,713 - [INFO] - [E:26| 1700]: Train Loss:0.0018973, Val MRR:0.38484, icews14 +2023-05-10 13:51:17,262 - [INFO] - [E:26| 1800]: Train Loss:0.0018978, Val MRR:0.38484, icews14 +2023-05-10 13:52:10,927 - [INFO] - [E:26| 1900]: Train Loss:0.0018978, Val MRR:0.38484, icews14 +2023-05-10 13:52:33,049 - [INFO] - [Epoch:26]: Training Loss:0.001898 + +2023-05-10 13:52:33,206 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 13:52:52,842 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 13:52:58,401 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 13:53:17,883 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 13:53:23,491 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.40919, Head : 0.362, Avg : 0.38559 + +2023-05-10 13:53:26,441 - [INFO] - [Epoch 26]: Training Loss: 0.001898, Valid MRR: 0.38559, + + + +2023-05-10 13:53:27,182 - [INFO] - [E:27| 0]: Train Loss:0.0019488, Val MRR:0.38559, icews14 +2023-05-10 13:54:21,449 - [INFO] - [E:27| 100]: Train Loss:0.0018852, Val MRR:0.38559, icews14 +2023-05-10 13:55:15,158 - [INFO] - [E:27| 200]: Train Loss:0.0018768, Val MRR:0.38559, icews14 +2023-05-10 13:56:08,680 - [INFO] - [E:27| 300]: Train Loss:0.0018785, Val MRR:0.38559, icews14 +2023-05-10 13:57:02,215 - [INFO] - [E:27| 400]: Train Loss:0.0018787, Val MRR:0.38559, icews14 +2023-05-10 13:57:56,645 - [INFO] - [E:27| 500]: Train Loss:0.0018784, Val MRR:0.38559, icews14 +2023-05-10 13:58:41,418 - [INFO] - [E:27| 600]: Train Loss:0.0018788, Val MRR:0.38559, icews14 +2023-05-10 13:59:33,623 - [INFO] - [E:27| 700]: Train Loss:0.0018797, Val MRR:0.38559, icews14 +2023-05-10 14:00:27,854 - [INFO] - [E:27| 800]: Train Loss:0.0018806, Val MRR:0.38559, icews14 +2023-05-10 14:01:21,770 - [INFO] - [E:27| 900]: Train Loss:0.0018815, Val MRR:0.38559, icews14 +2023-05-10 14:02:15,263 - [INFO] - [E:27| 1000]: Train Loss:0.0018826, Val MRR:0.38559, icews14 +2023-05-10 14:03:09,038 - [INFO] - [E:27| 1100]: Train Loss:0.0018828, Val MRR:0.38559, icews14 +2023-05-10 14:04:02,930 - [INFO] - [E:27| 1200]: Train Loss:0.0018833, Val MRR:0.38559, icews14 +2023-05-10 14:04:56,756 - [INFO] - [E:27| 1300]: Train Loss:0.0018839, Val MRR:0.38559, icews14 +2023-05-10 14:05:50,359 - [INFO] - [E:27| 1400]: Train Loss:0.0018847, Val MRR:0.38559, icews14 +2023-05-10 14:06:44,083 - [INFO] - [E:27| 1500]: Train Loss:0.0018849, Val MRR:0.38559, icews14 +2023-05-10 14:07:28,167 - [INFO] - [E:27| 1600]: Train Loss:0.0018859, Val MRR:0.38559, icews14 +2023-05-10 14:08:21,274 - [INFO] - [E:27| 1700]: Train Loss:0.0018867, Val MRR:0.38559, icews14 +2023-05-10 14:09:15,119 - [INFO] - [E:27| 1800]: Train Loss:0.0018879, Val MRR:0.38559, icews14 +2023-05-10 14:10:08,854 - [INFO] - [E:27| 1900]: Train Loss:0.0018886, Val MRR:0.38559, icews14 +2023-05-10 14:10:31,154 - [INFO] - [Epoch:27]: Training Loss:0.001889 + +2023-05-10 14:10:31,427 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 14:10:50,620 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 14:10:56,197 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 14:11:15,290 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 14:11:20,754 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.41027, Head : 0.36116, Avg : 0.38572 + +2023-05-10 14:11:23,685 - [INFO] - [Epoch 27]: Training Loss: 0.0018888, Valid MRR: 0.38572, + + + +2023-05-10 14:11:24,191 - [INFO] - [E:28| 0]: Train Loss:0.0018429, Val MRR:0.38572, icews14 +2023-05-10 14:12:18,377 - [INFO] - [E:28| 100]: Train Loss:0.0018682, Val MRR:0.38572, icews14 +2023-05-10 14:13:12,487 - [INFO] - [E:28| 200]: Train Loss:0.0018665, Val MRR:0.38572, icews14 +2023-05-10 14:14:06,336 - [INFO] - [E:28| 300]: Train Loss:0.0018673, Val MRR:0.38572, icews14 +2023-05-10 14:14:59,924 - [INFO] - [E:28| 400]: Train Loss:0.0018652, Val MRR:0.38572, icews14 +2023-05-10 14:15:49,252 - [INFO] - [E:28| 500]: Train Loss:0.0018653, Val MRR:0.38572, icews14 +2023-05-10 14:16:30,355 - [INFO] - [E:28| 600]: Train Loss:0.0018658, Val MRR:0.38572, icews14 +2023-05-10 14:17:24,249 - [INFO] - [E:28| 700]: Train Loss:0.0018675, Val MRR:0.38572, icews14 +2023-05-10 14:18:17,795 - [INFO] - [E:28| 800]: Train Loss:0.0018687, Val MRR:0.38572, icews14 +2023-05-10 14:19:11,801 - [INFO] - [E:28| 900]: Train Loss:0.0018696, Val MRR:0.38572, icews14 +2023-05-10 14:20:05,667 - [INFO] - [E:28| 1000]: Train Loss:0.001871, Val MRR:0.38572, icews14 +2023-05-10 14:20:59,632 - [INFO] - [E:28| 1100]: Train Loss:0.0018726, Val MRR:0.38572, icews14 +2023-05-10 14:21:54,207 - [INFO] - [E:28| 1200]: Train Loss:0.0018739, Val MRR:0.38572, icews14 +2023-05-10 14:22:48,382 - [INFO] - [E:28| 1300]: Train Loss:0.0018752, Val MRR:0.38572, icews14 +2023-05-10 14:23:42,406 - [INFO] - [E:28| 1400]: Train Loss:0.0018761, Val MRR:0.38572, icews14 +2023-05-10 14:24:36,308 - [INFO] - [E:28| 1500]: Train Loss:0.0018765, Val MRR:0.38572, icews14 +2023-05-10 14:25:19,117 - [INFO] - [E:28| 1600]: Train Loss:0.0018771, Val MRR:0.38572, icews14 +2023-05-10 14:26:12,305 - [INFO] - [E:28| 1700]: Train Loss:0.0018778, Val MRR:0.38572, icews14 +2023-05-10 14:27:06,068 - [INFO] - [E:28| 1800]: Train Loss:0.0018784, Val MRR:0.38572, icews14 +2023-05-10 14:27:59,717 - [INFO] - [E:28| 1900]: Train Loss:0.0018789, Val MRR:0.38572, icews14 +2023-05-10 14:28:22,114 - [INFO] - [Epoch:28]: Training Loss:0.001879 + +2023-05-10 14:28:22,246 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 14:28:41,571 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 14:28:47,272 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 14:29:06,417 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 14:29:11,742 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.41182, Head : 0.36312, Avg : 0.38747 + +2023-05-10 14:29:14,129 - [INFO] - [Epoch 28]: Training Loss: 0.0018793, Valid MRR: 0.38747, + + + +2023-05-10 14:29:14,639 - [INFO] - [E:29| 0]: Train Loss:0.0019168, Val MRR:0.38747, icews14 +2023-05-10 14:30:08,591 - [INFO] - [E:29| 100]: Train Loss:0.0018575, Val MRR:0.38747, icews14 +2023-05-10 14:31:02,023 - [INFO] - [E:29| 200]: Train Loss:0.0018588, Val MRR:0.38747, icews14 +2023-05-10 14:31:56,077 - [INFO] - [E:29| 300]: Train Loss:0.001858, Val MRR:0.38747, icews14 +2023-05-10 14:32:49,876 - [INFO] - [E:29| 400]: Train Loss:0.0018609, Val MRR:0.38747, icews14 +2023-05-10 14:33:40,757 - [INFO] - [E:29| 500]: Train Loss:0.0018623, Val MRR:0.38747, icews14 +2023-05-10 14:34:26,609 - [INFO] - [E:29| 600]: Train Loss:0.0018637, Val MRR:0.38747, icews14 +2023-05-10 14:35:20,192 - [INFO] - [E:29| 700]: Train Loss:0.0018645, Val MRR:0.38747, icews14 +2023-05-10 14:36:13,419 - [INFO] - [E:29| 800]: Train Loss:0.0018648, Val MRR:0.38747, icews14 +2023-05-10 14:37:06,877 - [INFO] - [E:29| 900]: Train Loss:0.0018652, Val MRR:0.38747, icews14 +2023-05-10 14:38:01,051 - [INFO] - [E:29| 1000]: Train Loss:0.0018654, Val MRR:0.38747, icews14 +2023-05-10 14:38:55,190 - [INFO] - [E:29| 1100]: Train Loss:0.0018658, Val MRR:0.38747, icews14 +2023-05-10 14:39:48,860 - [INFO] - [E:29| 1200]: Train Loss:0.0018654, Val MRR:0.38747, icews14 +2023-05-10 14:40:42,376 - [INFO] - [E:29| 1300]: Train Loss:0.0018661, Val MRR:0.38747, icews14 +2023-05-10 14:41:37,017 - [INFO] - [E:29| 1400]: Train Loss:0.0018671, Val MRR:0.38747, icews14 +2023-05-10 14:42:26,510 - [INFO] - [E:29| 1500]: Train Loss:0.0018678, Val MRR:0.38747, icews14 +2023-05-10 14:43:13,469 - [INFO] - [E:29| 1600]: Train Loss:0.001868, Val MRR:0.38747, icews14 +2023-05-10 14:44:07,907 - [INFO] - [E:29| 1700]: Train Loss:0.0018688, Val MRR:0.38747, icews14 +2023-05-10 14:45:01,759 - [INFO] - [E:29| 1800]: Train Loss:0.0018698, Val MRR:0.38747, icews14 +2023-05-10 14:45:55,961 - [INFO] - [E:29| 1900]: Train Loss:0.0018703, Val MRR:0.38747, icews14 +2023-05-10 14:46:18,592 - [INFO] - [Epoch:29]: Training Loss:0.00187 + +2023-05-10 14:46:18,749 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 14:46:38,221 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 14:46:43,720 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 14:47:03,477 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 14:47:08,802 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.41173, Head : 0.36106, Avg : 0.3864 + MR: Tail : 329.49, Head : 359.65, Avg : 344.57 + Hit-1: Tail : 0.30987, Head : 0.26108, Avg : 0.28547 + Hit-3: Tail : 0.4611, Head : 0.40272, Avg : 0.43191 + Hit-10: Tail : 0.61051, Head : 0.55978, Avg : 0.58514 +2023-05-10 14:47:08,803 - [INFO] - [Epoch 29]: Training Loss: 0.0018702, Valid MRR: 0.38747, + + + +2023-05-10 14:47:09,440 - [INFO] - [E:30| 0]: Train Loss:0.0018508, Val MRR:0.38747, icews14 +2023-05-10 14:48:03,846 - [INFO] - [E:30| 100]: Train Loss:0.001845, Val MRR:0.38747, icews14 +2023-05-10 14:48:57,707 - [INFO] - [E:30| 200]: Train Loss:0.0018436, Val MRR:0.38747, icews14 +2023-05-10 14:49:51,466 - [INFO] - [E:30| 300]: Train Loss:0.0018437, Val MRR:0.38747, icews14 +2023-05-10 14:50:45,112 - [INFO] - [E:30| 400]: Train Loss:0.0018477, Val MRR:0.38747, icews14 +2023-05-10 14:51:28,008 - [INFO] - [E:30| 500]: Train Loss:0.001849, Val MRR:0.38747, icews14 +2023-05-10 14:52:22,508 - [INFO] - [E:30| 600]: Train Loss:0.0018513, Val MRR:0.38747, icews14 +2023-05-10 14:53:16,404 - [INFO] - [E:30| 700]: Train Loss:0.0018519, Val MRR:0.38747, icews14 +2023-05-10 14:54:10,145 - [INFO] - [E:30| 800]: Train Loss:0.001852, Val MRR:0.38747, icews14 +2023-05-10 14:55:03,516 - [INFO] - [E:30| 900]: Train Loss:0.0018531, Val MRR:0.38747, icews14 +2023-05-10 14:55:57,348 - [INFO] - [E:30| 1000]: Train Loss:0.0018538, Val MRR:0.38747, icews14 +2023-05-10 14:56:51,113 - [INFO] - [E:30| 1100]: Train Loss:0.0018552, Val MRR:0.38747, icews14 +2023-05-10 14:57:45,323 - [INFO] - [E:30| 1200]: Train Loss:0.0018555, Val MRR:0.38747, icews14 +2023-05-10 14:58:39,505 - [INFO] - [E:30| 1300]: Train Loss:0.0018567, Val MRR:0.38747, icews14 +2023-05-10 14:59:33,316 - [INFO] - [E:30| 1400]: Train Loss:0.0018574, Val MRR:0.38747, icews14 +2023-05-10 15:00:15,324 - [INFO] - [E:30| 1500]: Train Loss:0.0018582, Val MRR:0.38747, icews14 +2023-05-10 15:01:09,139 - [INFO] - [E:30| 1600]: Train Loss:0.0018586, Val MRR:0.38747, icews14 +2023-05-10 15:02:02,890 - [INFO] - [E:30| 1700]: Train Loss:0.0018593, Val MRR:0.38747, icews14 +2023-05-10 15:02:56,630 - [INFO] - [E:30| 1800]: Train Loss:0.0018596, Val MRR:0.38747, icews14 +2023-05-10 15:03:50,210 - [INFO] - [E:30| 1900]: Train Loss:0.0018602, Val MRR:0.38747, icews14 +2023-05-10 15:04:12,518 - [INFO] - [Epoch:30]: Training Loss:0.001861 + +2023-05-10 15:04:12,671 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 15:04:28,130 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 15:04:31,247 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 15:04:46,655 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 15:04:51,959 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.40734, Head : 0.3578, Avg : 0.38257 + +2023-05-10 15:04:51,959 - [INFO] - [Epoch 30]: Training Loss: 0.0018606, Valid MRR: 0.38747, + + + +2023-05-10 15:04:52,680 - [INFO] - [E:31| 0]: Train Loss:0.001807, Val MRR:0.38747, icews14 +2023-05-10 15:05:46,093 - [INFO] - [E:31| 100]: Train Loss:0.0018353, Val MRR:0.38747, icews14 +2023-05-10 15:06:42,509 - [INFO] - [E:31| 200]: Train Loss:0.0018359, Val MRR:0.38747, icews14 +2023-05-10 15:07:59,633 - [INFO] - [E:31| 300]: Train Loss:0.0018386, Val MRR:0.38747, icews14 +2023-05-10 15:08:53,247 - [INFO] - [E:31| 400]: Train Loss:0.0018391, Val MRR:0.38747, icews14 +2023-05-10 15:09:39,111 - [INFO] - [E:31| 500]: Train Loss:0.0018399, Val MRR:0.38747, icews14 +2023-05-10 15:10:30,542 - [INFO] - [E:31| 600]: Train Loss:0.0018404, Val MRR:0.38747, icews14 +2023-05-10 15:11:24,778 - [INFO] - [E:31| 700]: Train Loss:0.0018405, Val MRR:0.38747, icews14 +2023-05-10 15:12:18,777 - [INFO] - [E:31| 800]: Train Loss:0.0018414, Val MRR:0.38747, icews14 +2023-05-10 15:13:12,619 - [INFO] - [E:31| 900]: Train Loss:0.0018407, Val MRR:0.38747, icews14 +2023-05-10 15:14:06,473 - [INFO] - [E:31| 1000]: Train Loss:0.0018416, Val MRR:0.38747, icews14 +2023-05-10 15:14:59,867 - [INFO] - [E:31| 1100]: Train Loss:0.0018426, Val MRR:0.38747, icews14 +2023-05-10 15:15:53,505 - [INFO] - [E:31| 1200]: Train Loss:0.0018439, Val MRR:0.38747, icews14 +2023-05-10 15:16:47,146 - [INFO] - [E:31| 1300]: Train Loss:0.0018448, Val MRR:0.38747, icews14 +2023-05-10 15:17:40,599 - [INFO] - [E:31| 1400]: Train Loss:0.0018457, Val MRR:0.38747, icews14 +2023-05-10 15:18:23,506 - [INFO] - [E:31| 1500]: Train Loss:0.0018466, Val MRR:0.38747, icews14 +2023-05-10 15:19:14,633 - [INFO] - [E:31| 1600]: Train Loss:0.0018477, Val MRR:0.38747, icews14 +2023-05-10 15:20:07,935 - [INFO] - [E:31| 1700]: Train Loss:0.0018489, Val MRR:0.38747, icews14 +2023-05-10 15:21:01,530 - [INFO] - [E:31| 1800]: Train Loss:0.0018498, Val MRR:0.38747, icews14 +2023-05-10 15:21:55,079 - [INFO] - [E:31| 1900]: Train Loss:0.0018507, Val MRR:0.38747, icews14 +2023-05-10 15:22:17,481 - [INFO] - [Epoch:31]: Training Loss:0.001851 + +2023-05-10 15:22:17,754 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 15:22:37,086 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 15:22:42,586 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 15:23:01,576 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 15:23:07,082 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.40805, Head : 0.35836, Avg : 0.38321 + +2023-05-10 15:23:07,083 - [INFO] - [Epoch 31]: Training Loss: 0.0018511, Valid MRR: 0.38747, + + + +2023-05-10 15:23:07,722 - [INFO] - [E:32| 0]: Train Loss:0.0018331, Val MRR:0.38747, icews14 +2023-05-10 15:24:02,553 - [INFO] - [E:32| 100]: Train Loss:0.0018323, Val MRR:0.38747, icews14 +2023-05-10 15:24:56,060 - [INFO] - [E:32| 200]: Train Loss:0.0018303, Val MRR:0.38747, icews14 +2023-05-10 15:25:49,813 - [INFO] - [E:32| 300]: Train Loss:0.0018286, Val MRR:0.38747, icews14 +2023-05-10 15:26:43,607 - [INFO] - [E:32| 400]: Train Loss:0.0018304, Val MRR:0.38747, icews14 +2023-05-10 15:27:25,990 - [INFO] - [E:32| 500]: Train Loss:0.0018316, Val MRR:0.38747, icews14 +2023-05-10 15:28:20,431 - [INFO] - [E:32| 600]: Train Loss:0.0018313, Val MRR:0.38747, icews14 +2023-05-10 15:29:13,993 - [INFO] - [E:32| 700]: Train Loss:0.0018318, Val MRR:0.38747, icews14 +2023-05-10 15:30:08,647 - [INFO] - [E:32| 800]: Train Loss:0.0018332, Val MRR:0.38747, icews14 +2023-05-10 15:31:03,875 - [INFO] - [E:32| 900]: Train Loss:0.0018343, Val MRR:0.38747, icews14 +2023-05-10 15:31:59,698 - [INFO] - [E:32| 1000]: Train Loss:0.0018351, Val MRR:0.38747, icews14 +2023-05-10 15:32:55,749 - [INFO] - [E:32| 1100]: Train Loss:0.0018365, Val MRR:0.38747, icews14 +2023-05-10 15:33:51,453 - [INFO] - [E:32| 1200]: Train Loss:0.0018369, Val MRR:0.38747, icews14 +2023-05-10 15:34:46,332 - [INFO] - [E:32| 1300]: Train Loss:0.0018379, Val MRR:0.38747, icews14 +2023-05-10 15:35:40,013 - [INFO] - [E:32| 1400]: Train Loss:0.0018389, Val MRR:0.38747, icews14 +2023-05-10 15:36:21,614 - [INFO] - [E:32| 1500]: Train Loss:0.0018395, Val MRR:0.38747, icews14 +2023-05-10 15:37:16,622 - [INFO] - [E:32| 1600]: Train Loss:0.0018401, Val MRR:0.38747, icews14 +2023-05-10 15:38:11,665 - [INFO] - [E:32| 1700]: Train Loss:0.0018409, Val MRR:0.38747, icews14 +2023-05-10 15:39:06,686 - [INFO] - [E:32| 1800]: Train Loss:0.0018413, Val MRR:0.38747, icews14 +2023-05-10 15:40:01,507 - [INFO] - [E:32| 1900]: Train Loss:0.0018419, Val MRR:0.38747, icews14 +2023-05-10 15:40:24,551 - [INFO] - [Epoch:32]: Training Loss:0.001842 + +2023-05-10 15:40:24,827 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 15:40:44,136 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 15:40:49,646 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 15:41:08,319 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 15:41:13,570 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.40705, Head : 0.35669, Avg : 0.38187 + +2023-05-10 15:41:13,570 - [INFO] - [Epoch 32]: Training Loss: 0.0018421, Valid MRR: 0.38747, + + + +2023-05-10 15:41:14,186 - [INFO] - [E:33| 0]: Train Loss:0.0018263, Val MRR:0.38747, icews14 +2023-05-10 15:42:10,436 - [INFO] - [E:33| 100]: Train Loss:0.0018245, Val MRR:0.38747, icews14 +2023-05-10 15:43:04,983 - [INFO] - [E:33| 200]: Train Loss:0.0018233, Val MRR:0.38747, icews14 +2023-05-10 15:43:59,979 - [INFO] - [E:33| 300]: Train Loss:0.0018243, Val MRR:0.38747, icews14 +2023-05-10 15:44:49,418 - [INFO] - [E:33| 400]: Train Loss:0.0018229, Val MRR:0.38747, icews14 +2023-05-10 15:45:36,910 - [INFO] - [E:33| 500]: Train Loss:0.0018227, Val MRR:0.38747, icews14 +2023-05-10 15:46:30,517 - [INFO] - [E:33| 600]: Train Loss:0.0018242, Val MRR:0.38747, icews14 +2023-05-10 15:47:24,079 - [INFO] - [E:33| 700]: Train Loss:0.0018252, Val MRR:0.38747, icews14 +2023-05-10 15:48:17,706 - [INFO] - [E:33| 800]: Train Loss:0.0018257, Val MRR:0.38747, icews14 +2023-05-10 15:49:11,461 - [INFO] - [E:33| 900]: Train Loss:0.0018266, Val MRR:0.38747, icews14 +2023-05-10 15:50:05,272 - [INFO] - [E:33| 1000]: Train Loss:0.0018276, Val MRR:0.38747, icews14 +2023-05-10 15:50:58,727 - [INFO] - [E:33| 1100]: Train Loss:0.0018275, Val MRR:0.38747, icews14 +2023-05-10 15:51:52,300 - [INFO] - [E:33| 1200]: Train Loss:0.0018282, Val MRR:0.38747, icews14 +2023-05-10 15:52:46,646 - [INFO] - [E:33| 1300]: Train Loss:0.0018291, Val MRR:0.38747, icews14 +2023-05-10 15:53:35,124 - [INFO] - [E:33| 1400]: Train Loss:0.0018295, Val MRR:0.38747, icews14 +2023-05-10 15:54:17,412 - [INFO] - [E:33| 1500]: Train Loss:0.0018301, Val MRR:0.38747, icews14 +2023-05-10 15:55:10,796 - [INFO] - [E:33| 1600]: Train Loss:0.0018305, Val MRR:0.38747, icews14 +2023-05-10 15:56:04,517 - [INFO] - [E:33| 1700]: Train Loss:0.0018311, Val MRR:0.38747, icews14 +2023-05-10 15:56:58,515 - [INFO] - [E:33| 1800]: Train Loss:0.0018317, Val MRR:0.38747, icews14 +2023-05-10 15:57:52,023 - [INFO] - [E:33| 1900]: Train Loss:0.0018321, Val MRR:0.38747, icews14 +2023-05-10 15:58:14,650 - [INFO] - [Epoch:33]: Training Loss:0.001832 + +2023-05-10 15:58:14,783 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 15:58:34,494 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 15:58:40,045 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 15:58:59,317 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 15:59:04,915 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.40278, Head : 0.35417, Avg : 0.37848 + +2023-05-10 15:59:04,915 - [INFO] - [Epoch 33]: Training Loss: 0.0018325, Valid MRR: 0.38747, + + + +2023-05-10 15:59:05,387 - [INFO] - [E:34| 0]: Train Loss:0.0018227, Val MRR:0.38747, icews14 +2023-05-10 15:59:58,601 - [INFO] - [E:34| 100]: Train Loss:0.0018098, Val MRR:0.38747, icews14 +2023-05-10 16:00:52,335 - [INFO] - [E:34| 200]: Train Loss:0.0018063, Val MRR:0.38747, icews14 +2023-05-10 16:01:45,970 - [INFO] - [E:34| 300]: Train Loss:0.0018113, Val MRR:0.38747, icews14 +2023-05-10 16:02:32,685 - [INFO] - [E:34| 400]: Train Loss:0.0018116, Val MRR:0.38747, icews14 +2023-05-10 16:03:22,563 - [INFO] - [E:34| 500]: Train Loss:0.0018131, Val MRR:0.38747, icews14 +2023-05-10 16:04:16,064 - [INFO] - [E:34| 600]: Train Loss:0.0018143, Val MRR:0.38747, icews14 +2023-05-10 16:05:10,230 - [INFO] - [E:34| 700]: Train Loss:0.0018142, Val MRR:0.38747, icews14 +2023-05-10 16:06:03,907 - [INFO] - [E:34| 800]: Train Loss:0.0018151, Val MRR:0.38747, icews14 +2023-05-10 16:06:57,593 - [INFO] - [E:34| 900]: Train Loss:0.001816, Val MRR:0.38747, icews14 +2023-05-10 16:07:52,074 - [INFO] - [E:34| 1000]: Train Loss:0.0018172, Val MRR:0.38747, icews14 +2023-05-10 16:08:45,650 - [INFO] - [E:34| 1100]: Train Loss:0.0018173, Val MRR:0.38747, icews14 +2023-05-10 16:09:39,105 - [INFO] - [E:34| 1200]: Train Loss:0.0018175, Val MRR:0.38747, icews14 +2023-05-10 16:10:33,647 - [INFO] - [E:34| 1300]: Train Loss:0.0018186, Val MRR:0.38747, icews14 +2023-05-10 16:11:19,016 - [INFO] - [E:34| 1400]: Train Loss:0.0018197, Val MRR:0.38747, icews14 +2023-05-10 16:12:09,879 - [INFO] - [E:34| 1500]: Train Loss:0.0018199, Val MRR:0.38747, icews14 +2023-05-10 16:13:03,755 - [INFO] - [E:34| 1600]: Train Loss:0.001821, Val MRR:0.38747, icews14 +2023-05-10 16:13:57,241 - [INFO] - [E:34| 1700]: Train Loss:0.001822, Val MRR:0.38747, icews14 +2023-05-10 16:14:51,800 - [INFO] - [E:34| 1800]: Train Loss:0.0018225, Val MRR:0.38747, icews14 +2023-05-10 16:15:45,788 - [INFO] - [E:34| 1900]: Train Loss:0.0018234, Val MRR:0.38747, icews14 +2023-05-10 16:16:08,094 - [INFO] - [Epoch:34]: Training Loss:0.001824 + +2023-05-10 16:16:08,227 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 16:16:27,717 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 16:16:33,239 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 16:16:52,524 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 16:16:58,227 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.39829, Head : 0.35087, Avg : 0.37458 + +2023-05-10 16:16:58,227 - [INFO] - [Epoch 34]: Training Loss: 0.0018238, Valid MRR: 0.38747, + + + +2023-05-10 16:16:58,639 - [INFO] - [E:35| 0]: Train Loss:0.0017496, Val MRR:0.38747, icews14 +2023-05-10 16:17:52,092 - [INFO] - [E:35| 100]: Train Loss:0.0017992, Val MRR:0.38747, icews14 +2023-05-10 16:18:45,891 - [INFO] - [E:35| 200]: Train Loss:0.0017991, Val MRR:0.38747, icews14 +2023-05-10 16:19:40,104 - [INFO] - [E:35| 300]: Train Loss:0.0018011, Val MRR:0.38747, icews14 +2023-05-10 16:20:22,645 - [INFO] - [E:35| 400]: Train Loss:0.0018022, Val MRR:0.38747, icews14 +2023-05-10 16:21:16,628 - [INFO] - [E:35| 500]: Train Loss:0.0018026, Val MRR:0.38747, icews14 +2023-05-10 16:22:10,630 - [INFO] - [E:35| 600]: Train Loss:0.0018039, Val MRR:0.38747, icews14 +2023-05-10 16:23:04,228 - [INFO] - [E:35| 700]: Train Loss:0.0018042, Val MRR:0.38747, icews14 +2023-05-10 16:23:57,825 - [INFO] - [E:35| 800]: Train Loss:0.0018054, Val MRR:0.38747, icews14 +2023-05-10 16:24:52,278 - [INFO] - [E:35| 900]: Train Loss:0.0018059, Val MRR:0.38747, icews14 +2023-05-10 16:25:47,092 - [INFO] - [E:35| 1000]: Train Loss:0.0018073, Val MRR:0.38747, icews14 +2023-05-10 16:26:42,069 - [INFO] - [E:35| 1100]: Train Loss:0.0018086, Val MRR:0.38747, icews14 +2023-05-10 16:27:36,822 - [INFO] - [E:35| 1200]: Train Loss:0.0018096, Val MRR:0.38747, icews14 +2023-05-10 16:28:32,083 - [INFO] - [E:35| 1300]: Train Loss:0.0018107, Val MRR:0.38747, icews14 +2023-05-10 16:29:11,480 - [INFO] - [E:35| 1400]: Train Loss:0.0018106, Val MRR:0.38747, icews14 +2023-05-10 16:30:06,588 - [INFO] - [E:35| 1500]: Train Loss:0.0018114, Val MRR:0.38747, icews14 +2023-05-10 16:31:02,091 - [INFO] - [E:35| 1600]: Train Loss:0.0018124, Val MRR:0.38747, icews14 +2023-05-10 16:31:57,398 - [INFO] - [E:35| 1700]: Train Loss:0.001813, Val MRR:0.38747, icews14 +2023-05-10 16:32:52,876 - [INFO] - [E:35| 1800]: Train Loss:0.0018136, Val MRR:0.38747, icews14 +2023-05-10 16:33:47,468 - [INFO] - [E:35| 1900]: Train Loss:0.0018143, Val MRR:0.38747, icews14 +2023-05-10 16:34:10,184 - [INFO] - [Epoch:35]: Training Loss:0.001815 + +2023-05-10 16:34:10,320 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 16:34:29,808 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 16:34:35,615 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 16:34:54,852 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 16:35:00,041 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.40281, Head : 0.35381, Avg : 0.37831 + +2023-05-10 16:35:00,042 - [INFO] - [Epoch 35]: Training Loss: 0.0018146, Valid MRR: 0.38747, + + + +2023-05-10 16:35:00,541 - [INFO] - [E:36| 0]: Train Loss:0.0018341, Val MRR:0.38747, icews14 +2023-05-10 16:35:56,205 - [INFO] - [E:36| 100]: Train Loss:0.0017948, Val MRR:0.38747, icews14 +2023-05-10 16:36:51,052 - [INFO] - [E:36| 200]: Train Loss:0.0017934, Val MRR:0.38747, icews14 +2023-05-10 16:37:43,404 - [INFO] - [E:36| 300]: Train Loss:0.0017942, Val MRR:0.38747, icews14 +2023-05-10 16:38:25,549 - [INFO] - [E:36| 400]: Train Loss:0.0017965, Val MRR:0.38747, icews14 +2023-05-10 16:39:19,953 - [INFO] - [E:36| 500]: Train Loss:0.001797, Val MRR:0.38747, icews14 +2023-05-10 16:40:13,896 - [INFO] - [E:36| 600]: Train Loss:0.0017978, Val MRR:0.38747, icews14 +2023-05-10 16:41:07,526 - [INFO] - [E:36| 700]: Train Loss:0.0017981, Val MRR:0.38747, icews14 +2023-05-10 16:42:01,412 - [INFO] - [E:36| 800]: Train Loss:0.0017981, Val MRR:0.38747, icews14 +2023-05-10 16:42:50,536 - [INFO] - [E:36| 900]: Train Loss:0.0017993, Val MRR:0.38747, icews14 +2023-05-10 16:43:46,043 - [INFO] - [E:36| 1000]: Train Loss:0.001799, Val MRR:0.38747, icews14 +2023-05-10 16:44:39,900 - [INFO] - [E:36| 1100]: Train Loss:0.0018, Val MRR:0.38747, icews14 +2023-05-10 16:45:33,555 - [INFO] - [E:36| 1200]: Train Loss:0.001801, Val MRR:0.38747, icews14 +2023-05-10 16:46:27,192 - [INFO] - [E:36| 1300]: Train Loss:0.001802, Val MRR:0.38747, icews14 +2023-05-10 16:47:09,689 - [INFO] - [E:36| 1400]: Train Loss:0.0018024, Val MRR:0.38747, icews14 +2023-05-10 16:48:03,727 - [INFO] - [E:36| 1500]: Train Loss:0.0018026, Val MRR:0.38747, icews14 +2023-05-10 16:48:57,122 - [INFO] - [E:36| 1600]: Train Loss:0.0018032, Val MRR:0.38747, icews14 +2023-05-10 16:49:49,285 - [INFO] - [E:36| 1700]: Train Loss:0.0018044, Val MRR:0.38747, icews14 +2023-05-10 16:50:41,664 - [INFO] - [E:36| 1800]: Train Loss:0.0018053, Val MRR:0.38747, icews14 +2023-05-10 16:51:34,500 - [INFO] - [E:36| 1900]: Train Loss:0.0018062, Val MRR:0.38747, icews14 +2023-05-10 16:51:56,890 - [INFO] - [Epoch:36]: Training Loss:0.001807 + +2023-05-10 16:51:57,158 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 16:52:16,223 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 16:52:21,307 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 16:52:42,088 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 16:52:50,502 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.40056, Head : 0.35043, Avg : 0.3755 + +2023-05-10 16:52:50,502 - [INFO] - [Epoch 36]: Training Loss: 0.0018065, Valid MRR: 0.38747, + + + +2023-05-10 16:52:51,284 - [INFO] - [E:37| 0]: Train Loss:0.0017578, Val MRR:0.38747, icews14 +2023-05-10 16:54:13,131 - [INFO] - [E:37| 100]: Train Loss:0.0017813, Val MRR:0.38747, icews14 +2023-05-10 16:55:35,034 - [INFO] - [E:37| 200]: Train Loss:0.0017853, Val MRR:0.38747, icews14 +2023-05-10 16:56:29,143 - [INFO] - [E:37| 300]: Train Loss:0.0017873, Val MRR:0.38747, icews14 +2023-05-10 16:57:11,863 - [INFO] - [E:37| 400]: Train Loss:0.0017877, Val MRR:0.38747, icews14 +2023-05-10 16:58:17,485 - [INFO] - [E:37| 500]: Train Loss:0.0017902, Val MRR:0.38747, icews14 +2023-05-10 16:59:21,219 - [INFO] - [E:37| 600]: Train Loss:0.0017905, Val MRR:0.38747, icews14 +2023-05-10 17:00:15,113 - [INFO] - [E:37| 700]: Train Loss:0.001792, Val MRR:0.38747, icews14 +2023-05-10 17:01:08,855 - [INFO] - [E:37| 800]: Train Loss:0.0017916, Val MRR:0.38747, icews14 +2023-05-10 17:02:02,809 - [INFO] - [E:37| 900]: Train Loss:0.0017926, Val MRR:0.38747, icews14 +2023-05-10 17:02:56,603 - [INFO] - [E:37| 1000]: Train Loss:0.0017935, Val MRR:0.38747, icews14 +2023-05-10 17:03:50,071 - [INFO] - [E:37| 1100]: Train Loss:0.0017941, Val MRR:0.38747, icews14 +2023-05-10 17:04:43,633 - [INFO] - [E:37| 1200]: Train Loss:0.0017947, Val MRR:0.38747, icews14 +2023-05-10 17:05:37,830 - [INFO] - [E:37| 1300]: Train Loss:0.0017953, Val MRR:0.38747, icews14 +2023-05-10 17:06:20,591 - [INFO] - [E:37| 1400]: Train Loss:0.0017959, Val MRR:0.38747, icews14 +2023-05-10 17:07:14,554 - [INFO] - [E:37| 1500]: Train Loss:0.0017961, Val MRR:0.38747, icews14 +2023-05-10 17:08:08,238 - [INFO] - [E:37| 1600]: Train Loss:0.0017963, Val MRR:0.38747, icews14 +2023-05-10 17:09:02,187 - [INFO] - [E:37| 1700]: Train Loss:0.0017968, Val MRR:0.38747, icews14 +2023-05-10 17:09:55,927 - [INFO] - [E:37| 1800]: Train Loss:0.0017975, Val MRR:0.38747, icews14 +2023-05-10 17:10:49,538 - [INFO] - [E:37| 1900]: Train Loss:0.0017981, Val MRR:0.38747, icews14 +2023-05-10 17:11:11,813 - [INFO] - [Epoch:37]: Training Loss:0.001798 + +2023-05-10 17:11:11,965 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 17:11:31,152 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 17:11:36,738 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 17:11:56,096 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 17:12:01,439 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.39952, Head : 0.34839, Avg : 0.37396 + +2023-05-10 17:12:01,439 - [INFO] - [Epoch 37]: Training Loss: 0.0017983, Valid MRR: 0.38747, + + + +2023-05-10 17:12:02,072 - [INFO] - [E:38| 0]: Train Loss:0.0018348, Val MRR:0.38747, icews14 +2023-05-10 17:12:56,520 - [INFO] - [E:38| 100]: Train Loss:0.0017796, Val MRR:0.38747, icews14 +2023-05-10 17:13:50,313 - [INFO] - [E:38| 200]: Train Loss:0.0017798, Val MRR:0.38747, icews14 +2023-05-10 17:14:40,923 - [INFO] - [E:38| 300]: Train Loss:0.0017821, Val MRR:0.38747, icews14 +2023-05-10 17:15:27,025 - [INFO] - [E:38| 400]: Train Loss:0.0017802, Val MRR:0.38747, icews14 +2023-05-10 17:16:20,858 - [INFO] - [E:38| 500]: Train Loss:0.0017811, Val MRR:0.38747, icews14 +2023-05-10 17:17:14,479 - [INFO] - [E:38| 600]: Train Loss:0.0017821, Val MRR:0.38747, icews14 +2023-05-10 17:18:08,397 - [INFO] - [E:38| 700]: Train Loss:0.0017829, Val MRR:0.38747, icews14 +2023-05-10 17:19:02,577 - [INFO] - [E:38| 800]: Train Loss:0.0017828, Val MRR:0.38747, icews14 +2023-05-10 17:19:56,559 - [INFO] - [E:38| 900]: Train Loss:0.0017838, Val MRR:0.38747, icews14 +2023-05-10 17:20:51,728 - [INFO] - [E:38| 1000]: Train Loss:0.001784, Val MRR:0.38747, icews14 +2023-05-10 17:21:47,103 - [INFO] - [E:38| 1100]: Train Loss:0.0017838, Val MRR:0.38747, icews14 +2023-05-10 17:22:42,429 - [INFO] - [E:38| 1200]: Train Loss:0.0017842, Val MRR:0.38747, icews14 +2023-05-10 17:23:32,648 - [INFO] - [E:38| 1300]: Train Loss:0.0017851, Val MRR:0.38747, icews14 +2023-05-10 17:24:17,352 - [INFO] - [E:38| 1400]: Train Loss:0.0017861, Val MRR:0.38747, icews14 +2023-05-10 17:25:11,868 - [INFO] - [E:38| 1500]: Train Loss:0.0017868, Val MRR:0.38747, icews14 +2023-05-10 17:26:06,789 - [INFO] - [E:38| 1600]: Train Loss:0.0017877, Val MRR:0.38747, icews14 +2023-05-10 17:27:01,519 - [INFO] - [E:38| 1700]: Train Loss:0.001788, Val MRR:0.38747, icews14 +2023-05-10 17:27:56,963 - [INFO] - [E:38| 1800]: Train Loss:0.0017888, Val MRR:0.38747, icews14 +2023-05-10 17:28:51,670 - [INFO] - [E:38| 1900]: Train Loss:0.0017895, Val MRR:0.38747, icews14 +2023-05-10 17:29:14,224 - [INFO] - [Epoch:38]: Training Loss:0.00179 + +2023-05-10 17:29:14,412 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 17:29:33,279 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 17:29:38,785 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 17:29:58,104 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 17:30:03,376 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.39625, Head : 0.34755, Avg : 0.3719 + +2023-05-10 17:30:03,376 - [INFO] - [Epoch 38]: Training Loss: 0.0017897, Valid MRR: 0.38747, + + + +2023-05-10 17:30:03,897 - [INFO] - [E:39| 0]: Train Loss:0.0017423, Val MRR:0.38747, icews14 +2023-05-10 17:30:59,753 - [INFO] - [E:39| 100]: Train Loss:0.0017653, Val MRR:0.38747, icews14 +2023-05-10 17:31:54,897 - [INFO] - [E:39| 200]: Train Loss:0.0017654, Val MRR:0.38747, icews14 +2023-05-10 17:32:40,895 - [INFO] - [E:39| 300]: Train Loss:0.0017691, Val MRR:0.38747, icews14 +2023-05-10 17:33:29,588 - [INFO] - [E:39| 400]: Train Loss:0.0017689, Val MRR:0.38747, icews14 +2023-05-10 17:34:16,827 - [INFO] - [E:39| 500]: Train Loss:0.0017717, Val MRR:0.38747, icews14 +2023-05-10 17:35:10,631 - [INFO] - [E:39| 600]: Train Loss:0.0017735, Val MRR:0.38747, icews14 +2023-05-10 17:36:04,351 - [INFO] - [E:39| 700]: Train Loss:0.001773, Val MRR:0.38747, icews14 +2023-05-10 17:36:57,708 - [INFO] - [E:39| 800]: Train Loss:0.0017734, Val MRR:0.38747, icews14 +2023-05-10 17:37:51,452 - [INFO] - [E:39| 900]: Train Loss:0.0017741, Val MRR:0.38747, icews14 +2023-05-10 17:38:45,316 - [INFO] - [E:39| 1000]: Train Loss:0.0017748, Val MRR:0.38747, icews14 +2023-05-10 17:39:39,008 - [INFO] - [E:39| 1100]: Train Loss:0.0017765, Val MRR:0.38747, icews14 +2023-05-10 17:40:32,582 - [INFO] - [E:39| 1200]: Train Loss:0.0017775, Val MRR:0.38747, icews14 +2023-05-10 17:41:25,995 - [INFO] - [E:39| 1300]: Train Loss:0.0017773, Val MRR:0.38747, icews14 +2023-05-10 17:42:09,033 - [INFO] - [E:39| 1400]: Train Loss:0.001778, Val MRR:0.38747, icews14 +2023-05-10 17:43:02,846 - [INFO] - [E:39| 1500]: Train Loss:0.0017788, Val MRR:0.38747, icews14 +2023-05-10 17:43:56,018 - [INFO] - [E:39| 1600]: Train Loss:0.0017795, Val MRR:0.38747, icews14 +2023-05-10 17:44:50,106 - [INFO] - [E:39| 1700]: Train Loss:0.0017803, Val MRR:0.38747, icews14 +2023-05-10 17:45:44,143 - [INFO] - [E:39| 1800]: Train Loss:0.0017811, Val MRR:0.38747, icews14 +2023-05-10 17:46:38,551 - [INFO] - [E:39| 1900]: Train Loss:0.0017813, Val MRR:0.38747, icews14 +2023-05-10 17:47:01,179 - [INFO] - [Epoch:39]: Training Loss:0.001782 + +2023-05-10 17:47:01,312 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 17:47:20,676 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 17:47:26,490 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 17:47:45,871 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 17:47:51,425 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.39905, Head : 0.34555, Avg : 0.3723 + MR: Tail : 480.8, Head : 497.49, Avg : 489.14 + Hit-1: Tail : 0.30113, Head : 0.24712, Avg : 0.27412 + Hit-3: Tail : 0.44326, Head : 0.38755, Avg : 0.4154 + Hit-10: Tail : 0.58794, Head : 0.54242, Avg : 0.56518 +2023-05-10 17:47:51,425 - [INFO] - [Epoch 39]: Training Loss: 0.0017817, Valid MRR: 0.38747, + + + +2023-05-10 17:47:51,856 - [INFO] - [E:40| 0]: Train Loss:0.0017162, Val MRR:0.38747, icews14 +2023-05-10 17:48:45,918 - [INFO] - [E:40| 100]: Train Loss:0.001757, Val MRR:0.38747, icews14 +2023-05-10 17:49:40,074 - [INFO] - [E:40| 200]: Train Loss:0.001762, Val MRR:0.38747, icews14 +2023-05-10 17:50:28,754 - [INFO] - [E:40| 300]: Train Loss:0.0017634, Val MRR:0.38747, icews14 +2023-05-10 17:51:16,691 - [INFO] - [E:40| 400]: Train Loss:0.0017639, Val MRR:0.38747, icews14 +2023-05-10 17:52:10,681 - [INFO] - [E:40| 500]: Train Loss:0.0017637, Val MRR:0.38747, icews14 +2023-05-10 17:53:03,803 - [INFO] - [E:40| 600]: Train Loss:0.0017653, Val MRR:0.38747, icews14 +2023-05-10 17:53:57,331 - [INFO] - [E:40| 700]: Train Loss:0.0017659, Val MRR:0.38747, icews14 +2023-05-10 17:54:51,590 - [INFO] - [E:40| 800]: Train Loss:0.0017659, Val MRR:0.38747, icews14 +2023-05-10 17:55:45,700 - [INFO] - [E:40| 900]: Train Loss:0.0017665, Val MRR:0.38747, icews14 +2023-05-10 17:56:39,462 - [INFO] - [E:40| 1000]: Train Loss:0.0017672, Val MRR:0.38747, icews14 +2023-05-10 17:57:33,143 - [INFO] - [E:40| 1100]: Train Loss:0.0017677, Val MRR:0.38747, icews14 +2023-05-10 17:58:27,253 - [INFO] - [E:40| 1200]: Train Loss:0.0017687, Val MRR:0.38747, icews14 +2023-05-10 17:59:14,782 - [INFO] - [E:40| 1300]: Train Loss:0.0017694, Val MRR:0.38747, icews14 +2023-05-10 18:00:03,264 - [INFO] - [E:40| 1400]: Train Loss:0.0017697, Val MRR:0.38747, icews14 +2023-05-10 18:00:57,290 - [INFO] - [E:40| 1500]: Train Loss:0.0017707, Val MRR:0.38747, icews14 +2023-05-10 18:01:51,155 - [INFO] - [E:40| 1600]: Train Loss:0.0017713, Val MRR:0.38747, icews14 +2023-05-10 18:02:44,660 - [INFO] - [E:40| 1700]: Train Loss:0.001772, Val MRR:0.38747, icews14 +2023-05-10 18:03:38,277 - [INFO] - [E:40| 1800]: Train Loss:0.0017725, Val MRR:0.38747, icews14 +2023-05-10 18:04:32,448 - [INFO] - [E:40| 1900]: Train Loss:0.0017731, Val MRR:0.38747, icews14 +2023-05-10 18:04:54,851 - [INFO] - [Epoch:40]: Training Loss:0.001773 + +2023-05-10 18:04:55,124 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 18:05:14,187 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 18:05:19,762 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 18:05:38,806 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 18:05:44,133 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.39532, Head : 0.34331, Avg : 0.36931 + +2023-05-10 18:05:44,134 - [INFO] - [Epoch 40]: Training Loss: 0.0017735, Valid MRR: 0.38747, + + + +2023-05-10 18:05:44,808 - [INFO] - [E:41| 0]: Train Loss:0.0017365, Val MRR:0.38747, icews14 +2023-05-10 18:06:39,157 - [INFO] - [E:41| 100]: Train Loss:0.0017554, Val MRR:0.38747, icews14 +2023-05-10 18:07:33,113 - [INFO] - [E:41| 200]: Train Loss:0.0017556, Val MRR:0.38747, icews14 +2023-05-10 18:08:15,841 - [INFO] - [E:41| 300]: Train Loss:0.0017542, Val MRR:0.38747, icews14 +2023-05-10 18:09:10,057 - [INFO] - [E:41| 400]: Train Loss:0.001756, Val MRR:0.38747, icews14 +2023-05-10 18:10:03,768 - [INFO] - [E:41| 500]: Train Loss:0.0017556, Val MRR:0.38747, icews14 +2023-05-10 18:10:57,113 - [INFO] - [E:41| 600]: Train Loss:0.001756, Val MRR:0.38747, icews14 +2023-05-10 18:11:51,151 - [INFO] - [E:41| 700]: Train Loss:0.0017558, Val MRR:0.38747, icews14 +2023-05-10 18:12:44,577 - [INFO] - [E:41| 800]: Train Loss:0.001757, Val MRR:0.38747, icews14 +2023-05-10 18:13:38,586 - [INFO] - [E:41| 900]: Train Loss:0.0017575, Val MRR:0.38747, icews14 +2023-05-10 18:14:32,894 - [INFO] - [E:41| 1000]: Train Loss:0.0017583, Val MRR:0.38747, icews14 +2023-05-10 18:15:27,815 - [INFO] - [E:41| 1100]: Train Loss:0.0017589, Val MRR:0.38747, icews14 +2023-05-10 18:16:23,113 - [INFO] - [E:41| 1200]: Train Loss:0.0017596, Val MRR:0.38747, icews14 +2023-05-10 18:17:03,148 - [INFO] - [E:41| 1300]: Train Loss:0.0017604, Val MRR:0.38747, icews14 +2023-05-10 18:17:58,133 - [INFO] - [E:41| 1400]: Train Loss:0.0017615, Val MRR:0.38747, icews14 +2023-05-10 18:18:53,530 - [INFO] - [E:41| 1500]: Train Loss:0.0017624, Val MRR:0.38747, icews14 +2023-05-10 18:19:48,354 - [INFO] - [E:41| 1600]: Train Loss:0.001763, Val MRR:0.38747, icews14 +2023-05-10 18:20:43,338 - [INFO] - [E:41| 1700]: Train Loss:0.0017638, Val MRR:0.38747, icews14 +2023-05-10 18:21:36,798 - [INFO] - [E:41| 1800]: Train Loss:0.0017643, Val MRR:0.38747, icews14 +2023-05-10 18:22:24,637 - [INFO] - [E:41| 1900]: Train Loss:0.0017647, Val MRR:0.38747, icews14 +2023-05-10 18:22:46,997 - [INFO] - [Epoch:41]: Training Loss:0.001765 + +2023-05-10 18:22:47,169 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 18:23:05,982 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 18:23:11,425 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 18:23:29,981 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 18:23:35,178 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.39813, Head : 0.34577, Avg : 0.37195 + +2023-05-10 18:23:35,179 - [INFO] - [Epoch 41]: Training Loss: 0.001765, Valid MRR: 0.38747, + + + +2023-05-10 18:23:35,687 - [INFO] - [E:42| 0]: Train Loss:0.0016911, Val MRR:0.38747, icews14 +2023-05-10 18:24:31,201 - [INFO] - [E:42| 100]: Train Loss:0.0017423, Val MRR:0.38747, icews14 +2023-05-10 18:25:26,053 - [INFO] - [E:42| 200]: Train Loss:0.0017432, Val MRR:0.38747, icews14 +2023-05-10 18:26:05,554 - [INFO] - [E:42| 300]: Train Loss:0.001743, Val MRR:0.38747, icews14 +2023-05-10 18:26:59,779 - [INFO] - [E:42| 400]: Train Loss:0.0017437, Val MRR:0.38747, icews14 +2023-05-10 18:27:55,416 - [INFO] - [E:42| 500]: Train Loss:0.0017449, Val MRR:0.38747, icews14 +2023-05-10 18:28:49,695 - [INFO] - [E:42| 600]: Train Loss:0.0017469, Val MRR:0.38747, icews14 +2023-05-10 18:29:43,851 - [INFO] - [E:42| 700]: Train Loss:0.0017471, Val MRR:0.38747, icews14 +2023-05-10 18:30:37,827 - [INFO] - [E:42| 800]: Train Loss:0.0017485, Val MRR:0.38747, icews14 +2023-05-10 18:31:32,386 - [INFO] - [E:42| 900]: Train Loss:0.0017485, Val MRR:0.38747, icews14 +2023-05-10 18:32:26,042 - [INFO] - [E:42| 1000]: Train Loss:0.0017492, Val MRR:0.38747, icews14 +2023-05-10 18:33:19,609 - [INFO] - [E:42| 1100]: Train Loss:0.0017502, Val MRR:0.38747, icews14 +2023-05-10 18:34:13,201 - [INFO] - [E:42| 1200]: Train Loss:0.001751, Val MRR:0.38747, icews14 +2023-05-10 18:34:55,707 - [INFO] - [E:42| 1300]: Train Loss:0.0017517, Val MRR:0.38747, icews14 +2023-05-10 18:35:49,981 - [INFO] - [E:42| 1400]: Train Loss:0.0017519, Val MRR:0.38747, icews14 +2023-05-10 18:36:44,681 - [INFO] - [E:42| 1500]: Train Loss:0.0017528, Val MRR:0.38747, icews14 +2023-05-10 18:37:39,182 - [INFO] - [E:42| 1600]: Train Loss:0.0017536, Val MRR:0.38747, icews14 +2023-05-10 18:38:33,145 - [INFO] - [E:42| 1700]: Train Loss:0.0017544, Val MRR:0.38747, icews14 +2023-05-10 18:39:27,863 - [INFO] - [E:42| 1800]: Train Loss:0.001755, Val MRR:0.38747, icews14 +2023-05-10 18:40:21,229 - [INFO] - [E:42| 1900]: Train Loss:0.0017556, Val MRR:0.38747, icews14 +2023-05-10 18:40:44,057 - [INFO] - [Epoch:42]: Training Loss:0.001756 + +2023-05-10 18:40:44,204 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 18:41:03,256 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 18:41:08,723 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 18:41:27,931 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 18:41:33,531 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.39036, Head : 0.34274, Avg : 0.36655 + +2023-05-10 18:41:33,531 - [INFO] - [Epoch 42]: Training Loss: 0.0017559, Valid MRR: 0.38747, + + + +2023-05-10 18:41:33,903 - [INFO] - [E:43| 0]: Train Loss:0.0017452, Val MRR:0.38747, icews14 +2023-05-10 18:42:27,844 - [INFO] - [E:43| 100]: Train Loss:0.0017292, Val MRR:0.38747, icews14 +2023-05-10 18:43:18,043 - [INFO] - [E:43| 200]: Train Loss:0.001732, Val MRR:0.38747, icews14 +2023-05-10 18:44:04,455 - [INFO] - [E:43| 300]: Train Loss:0.0017331, Val MRR:0.38747, icews14 +2023-05-10 18:44:58,173 - [INFO] - [E:43| 400]: Train Loss:0.0017357, Val MRR:0.38747, icews14 +2023-05-10 18:45:51,853 - [INFO] - [E:43| 500]: Train Loss:0.0017368, Val MRR:0.38747, icews14 +2023-05-10 18:46:45,566 - [INFO] - [E:43| 600]: Train Loss:0.0017379, Val MRR:0.38747, icews14 +2023-05-10 18:47:39,888 - [INFO] - [E:43| 700]: Train Loss:0.0017383, Val MRR:0.38747, icews14 +2023-05-10 18:48:33,289 - [INFO] - [E:43| 800]: Train Loss:0.0017383, Val MRR:0.38747, icews14 +2023-05-10 18:49:27,304 - [INFO] - [E:43| 900]: Train Loss:0.0017402, Val MRR:0.38747, icews14 +2023-05-10 18:50:21,348 - [INFO] - [E:43| 1000]: Train Loss:0.0017407, Val MRR:0.38747, icews14 +2023-05-10 18:51:14,653 - [INFO] - [E:43| 1100]: Train Loss:0.0017414, Val MRR:0.38747, icews14 +2023-05-10 18:52:04,484 - [INFO] - [E:43| 1200]: Train Loss:0.0017418, Val MRR:0.38747, icews14 +2023-05-10 18:52:51,477 - [INFO] - [E:43| 1300]: Train Loss:0.0017426, Val MRR:0.38747, icews14 +2023-05-10 18:53:45,369 - [INFO] - [E:43| 1400]: Train Loss:0.0017438, Val MRR:0.38747, icews14 +2023-05-10 18:54:39,015 - [INFO] - [E:43| 1500]: Train Loss:0.001744, Val MRR:0.38747, icews14 +2023-05-10 18:55:32,538 - [INFO] - [E:43| 1600]: Train Loss:0.0017442, Val MRR:0.38747, icews14 +2023-05-10 18:56:26,133 - [INFO] - [E:43| 1700]: Train Loss:0.0017448, Val MRR:0.38747, icews14 +2023-05-10 18:57:19,628 - [INFO] - [E:43| 1800]: Train Loss:0.0017455, Val MRR:0.38747, icews14 +2023-05-10 18:58:13,282 - [INFO] - [E:43| 1900]: Train Loss:0.0017461, Val MRR:0.38747, icews14 +2023-05-10 18:58:35,522 - [INFO] - [Epoch:43]: Training Loss:0.001746 + +2023-05-10 18:58:35,794 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 18:58:55,281 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 18:59:00,781 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 18:59:20,533 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 18:59:25,787 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.39577, Head : 0.34381, Avg : 0.36979 + +2023-05-10 18:59:25,788 - [INFO] - [Epoch 43]: Training Loss: 0.0017463, Valid MRR: 0.38747, + + + +2023-05-10 18:59:26,215 - [INFO] - [E:44| 0]: Train Loss:0.0017438, Val MRR:0.38747, icews14 +2023-05-10 19:00:19,824 - [INFO] - [E:44| 100]: Train Loss:0.0017229, Val MRR:0.38747, icews14 +2023-05-10 19:01:02,250 - [INFO] - [E:44| 200]: Train Loss:0.001726, Val MRR:0.38747, icews14 +2023-05-10 19:01:56,563 - [INFO] - [E:44| 300]: Train Loss:0.0017255, Val MRR:0.38747, icews14 +2023-05-10 19:02:50,289 - [INFO] - [E:44| 400]: Train Loss:0.0017269, Val MRR:0.38747, icews14 +2023-05-10 19:03:43,850 - [INFO] - [E:44| 500]: Train Loss:0.001729, Val MRR:0.38747, icews14 +2023-05-10 19:04:38,049 - [INFO] - [E:44| 600]: Train Loss:0.0017287, Val MRR:0.38747, icews14 +2023-05-10 19:05:32,179 - [INFO] - [E:44| 700]: Train Loss:0.0017301, Val MRR:0.38747, icews14 +2023-05-10 19:06:25,668 - [INFO] - [E:44| 800]: Train Loss:0.0017305, Val MRR:0.38747, icews14 +2023-05-10 19:07:20,163 - [INFO] - [E:44| 900]: Train Loss:0.0017309, Val MRR:0.38747, icews14 +2023-05-10 19:08:13,816 - [INFO] - [E:44| 1000]: Train Loss:0.0017314, Val MRR:0.38747, icews14 +2023-05-10 19:09:07,432 - [INFO] - [E:44| 1100]: Train Loss:0.0017316, Val MRR:0.38747, icews14 +2023-05-10 19:09:49,936 - [INFO] - [E:44| 1200]: Train Loss:0.0017322, Val MRR:0.38747, icews14 +2023-05-10 19:10:43,753 - [INFO] - [E:44| 1300]: Train Loss:0.0017331, Val MRR:0.38747, icews14 +2023-05-10 19:11:32,468 - [INFO] - [E:44| 1400]: Train Loss:0.0017337, Val MRR:0.38747, icews14 +2023-05-10 19:12:26,614 - [INFO] - [E:44| 1500]: Train Loss:0.0017338, Val MRR:0.38747, icews14 +2023-05-10 19:13:20,299 - [INFO] - [E:44| 1600]: Train Loss:0.0017343, Val MRR:0.38747, icews14 +2023-05-10 19:14:14,235 - [INFO] - [E:44| 1700]: Train Loss:0.0017351, Val MRR:0.38747, icews14 +2023-05-10 19:15:08,665 - [INFO] - [E:44| 1800]: Train Loss:0.0017358, Val MRR:0.38747, icews14 +2023-05-10 19:16:02,896 - [INFO] - [E:44| 1900]: Train Loss:0.0017366, Val MRR:0.38747, icews14 +2023-05-10 19:16:25,397 - [INFO] - [Epoch:44]: Training Loss:0.001737 + +2023-05-10 19:16:25,530 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 19:16:44,724 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 19:16:50,538 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 19:17:09,814 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 19:17:15,383 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.39647, Head : 0.34058, Avg : 0.36852 + +2023-05-10 19:17:15,383 - [INFO] - [Epoch 44]: Training Loss: 0.001737, Valid MRR: 0.38747, + + + +2023-05-10 19:17:15,798 - [INFO] - [E:45| 0]: Train Loss:0.0017096, Val MRR:0.38747, icews14 +2023-05-10 19:18:10,002 - [INFO] - [E:45| 100]: Train Loss:0.0017208, Val MRR:0.38747, icews14 +2023-05-10 19:18:52,170 - [INFO] - [E:45| 200]: Train Loss:0.0017179, Val MRR:0.38747, icews14 +2023-05-10 19:19:45,940 - [INFO] - [E:45| 300]: Train Loss:0.0017186, Val MRR:0.38747, icews14 +2023-05-10 19:20:39,411 - [INFO] - [E:45| 400]: Train Loss:0.0017197, Val MRR:0.38747, icews14 +2023-05-10 19:21:33,256 - [INFO] - [E:45| 500]: Train Loss:0.0017193, Val MRR:0.38747, icews14 +2023-05-10 19:22:27,011 - [INFO] - [E:45| 600]: Train Loss:0.001718, Val MRR:0.38747, icews14 +2023-05-10 19:23:20,826 - [INFO] - [E:45| 700]: Train Loss:0.0017181, Val MRR:0.38747, icews14 +2023-05-10 19:24:14,874 - [INFO] - [E:45| 800]: Train Loss:0.001719, Val MRR:0.38747, icews14 +2023-05-10 19:25:08,556 - [INFO] - [E:45| 900]: Train Loss:0.0017196, Val MRR:0.38747, icews14 +2023-05-10 19:26:02,410 - [INFO] - [E:45| 1000]: Train Loss:0.0017205, Val MRR:0.38747, icews14 +2023-05-10 19:26:56,231 - [INFO] - [E:45| 1100]: Train Loss:0.0017208, Val MRR:0.38747, icews14 +2023-05-10 19:27:38,517 - [INFO] - [E:45| 1200]: Train Loss:0.0017216, Val MRR:0.38747, icews14 +2023-05-10 19:28:32,448 - [INFO] - [E:45| 1300]: Train Loss:0.0017225, Val MRR:0.38747, icews14 +2023-05-10 19:29:26,293 - [INFO] - [E:45| 1400]: Train Loss:0.0017234, Val MRR:0.38747, icews14 +2023-05-10 19:30:19,500 - [INFO] - [E:45| 1500]: Train Loss:0.0017242, Val MRR:0.38747, icews14 +2023-05-10 19:31:13,475 - [INFO] - [E:45| 1600]: Train Loss:0.0017248, Val MRR:0.38747, icews14 +2023-05-10 19:32:06,909 - [INFO] - [E:45| 1700]: Train Loss:0.0017252, Val MRR:0.38747, icews14 +2023-05-10 19:33:00,383 - [INFO] - [E:45| 1800]: Train Loss:0.0017258, Val MRR:0.38747, icews14 +2023-05-10 19:33:53,992 - [INFO] - [E:45| 1900]: Train Loss:0.0017265, Val MRR:0.38747, icews14 +2023-05-10 19:34:16,406 - [INFO] - [Epoch:45]: Training Loss:0.001727 + +2023-05-10 19:34:16,679 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 19:34:36,068 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 19:34:41,653 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 19:35:00,965 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 19:35:06,281 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.39167, Head : 0.33934, Avg : 0.3655 + +2023-05-10 19:35:06,281 - [INFO] - [Epoch 45]: Training Loss: 0.0017269, Valid MRR: 0.38747, + + + +2023-05-10 19:35:07,014 - [INFO] - [E:46| 0]: Train Loss:0.0016969, Val MRR:0.38747, icews14 +2023-05-10 19:35:56,966 - [INFO] - [E:46| 100]: Train Loss:0.0017073, Val MRR:0.38747, icews14 +2023-05-10 19:36:44,234 - [INFO] - [E:46| 200]: Train Loss:0.0017056, Val MRR:0.38747, icews14 +2023-05-10 19:37:38,007 - [INFO] - [E:46| 300]: Train Loss:0.0017057, Val MRR:0.38747, icews14 +2023-05-10 19:38:31,968 - [INFO] - [E:46| 400]: Train Loss:0.0017068, Val MRR:0.38747, icews14 +2023-05-10 19:39:25,779 - [INFO] - [E:46| 500]: Train Loss:0.0017073, Val MRR:0.38747, icews14 +2023-05-10 19:40:19,093 - [INFO] - [E:46| 600]: Train Loss:0.0017085, Val MRR:0.38747, icews14 +2023-05-10 19:41:13,039 - [INFO] - [E:46| 700]: Train Loss:0.0017089, Val MRR:0.38747, icews14 +2023-05-10 19:42:06,901 - [INFO] - [E:46| 800]: Train Loss:0.0017103, Val MRR:0.38747, icews14 +2023-05-10 19:43:00,682 - [INFO] - [E:46| 900]: Train Loss:0.0017102, Val MRR:0.38747, icews14 +2023-05-10 19:43:54,237 - [INFO] - [E:46| 1000]: Train Loss:0.0017109, Val MRR:0.38747, icews14 +2023-05-10 19:44:43,538 - [INFO] - [E:46| 1100]: Train Loss:0.0017119, Val MRR:0.38747, icews14 +2023-05-10 19:45:31,071 - [INFO] - [E:46| 1200]: Train Loss:0.0017125, Val MRR:0.38747, icews14 +2023-05-10 19:46:24,727 - [INFO] - [E:46| 1300]: Train Loss:0.0017129, Val MRR:0.38747, icews14 +2023-05-10 19:47:18,975 - [INFO] - [E:46| 1400]: Train Loss:0.0017136, Val MRR:0.38747, icews14 +2023-05-10 19:48:12,595 - [INFO] - [E:46| 1500]: Train Loss:0.001714, Val MRR:0.38747, icews14 +2023-05-10 19:49:06,288 - [INFO] - [E:46| 1600]: Train Loss:0.0017146, Val MRR:0.38747, icews14 +2023-05-10 19:49:59,794 - [INFO] - [E:46| 1700]: Train Loss:0.0017149, Val MRR:0.38747, icews14 +2023-05-10 19:50:53,609 - [INFO] - [E:46| 1800]: Train Loss:0.0017159, Val MRR:0.38747, icews14 +2023-05-10 19:51:47,456 - [INFO] - [E:46| 1900]: Train Loss:0.0017163, Val MRR:0.38747, icews14 +2023-05-10 19:52:09,902 - [INFO] - [Epoch:46]: Training Loss:0.001716 + +2023-05-10 19:52:10,035 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 19:52:28,942 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 19:52:34,452 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 19:52:53,295 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 19:52:58,502 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.39578, Head : 0.34338, Avg : 0.36958 + +2023-05-10 19:52:58,502 - [INFO] - [Epoch 46]: Training Loss: 0.0017165, Valid MRR: 0.38747, + + + +2023-05-10 19:52:59,002 - [INFO] - [E:47| 0]: Train Loss:0.0016916, Val MRR:0.38747, icews14 +2023-05-10 19:53:40,899 - [INFO] - [E:47| 100]: Train Loss:0.0016984, Val MRR:0.38747, icews14 +2023-05-10 19:54:33,599 - [INFO] - [E:47| 200]: Train Loss:0.0016965, Val MRR:0.38747, icews14 +2023-05-10 19:55:27,116 - [INFO] - [E:47| 300]: Train Loss:0.0016973, Val MRR:0.38747, icews14 +2023-05-10 19:56:20,899 - [INFO] - [E:47| 400]: Train Loss:0.0016967, Val MRR:0.38747, icews14 +2023-05-10 19:57:14,717 - [INFO] - [E:47| 500]: Train Loss:0.0016976, Val MRR:0.38747, icews14 +2023-05-10 19:58:08,371 - [INFO] - [E:47| 600]: Train Loss:0.0016983, Val MRR:0.38747, icews14 +2023-05-10 19:59:00,254 - [INFO] - [E:47| 700]: Train Loss:0.0016989, Val MRR:0.38747, icews14 +2023-05-10 19:59:51,320 - [INFO] - [E:47| 800]: Train Loss:0.0016998, Val MRR:0.38747, icews14 +2023-05-10 20:00:45,338 - [INFO] - [E:47| 900]: Train Loss:0.0017003, Val MRR:0.38747, icews14 +2023-05-10 20:01:38,591 - [INFO] - [E:47| 1000]: Train Loss:0.001701, Val MRR:0.38747, icews14 +2023-05-10 20:02:21,653 - [INFO] - [E:47| 1100]: Train Loss:0.0017011, Val MRR:0.38747, icews14 +2023-05-10 20:03:15,593 - [INFO] - [E:47| 1200]: Train Loss:0.0017021, Val MRR:0.38747, icews14 +2023-05-10 20:04:09,815 - [INFO] - [E:47| 1300]: Train Loss:0.0017025, Val MRR:0.38747, icews14 +2023-05-10 20:05:03,589 - [INFO] - [E:47| 1400]: Train Loss:0.0017034, Val MRR:0.38747, icews14 +2023-05-10 20:05:57,163 - [INFO] - [E:47| 1500]: Train Loss:0.0017046, Val MRR:0.38747, icews14 +2023-05-10 20:06:50,886 - [INFO] - [E:47| 1600]: Train Loss:0.0017055, Val MRR:0.38747, icews14 +2023-05-10 20:07:44,767 - [INFO] - [E:47| 1700]: Train Loss:0.0017058, Val MRR:0.38747, icews14 +2023-05-10 20:08:39,100 - [INFO] - [E:47| 1800]: Train Loss:0.0017063, Val MRR:0.38747, icews14 +2023-05-10 20:09:32,286 - [INFO] - [E:47| 1900]: Train Loss:0.0017067, Val MRR:0.38747, icews14 +2023-05-10 20:09:55,115 - [INFO] - [Epoch:47]: Training Loss:0.001707 + +2023-05-10 20:09:55,372 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 20:10:14,817 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 20:10:20,284 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 20:10:39,452 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 20:10:44,724 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.39859, Head : 0.34245, Avg : 0.37052 + +2023-05-10 20:10:44,725 - [INFO] - [Epoch 47]: Training Loss: 0.0017068, Valid MRR: 0.38747, + + + +2023-05-10 20:10:45,474 - [INFO] - [E:48| 0]: Train Loss:0.0017065, Val MRR:0.38747, icews14 +2023-05-10 20:11:28,109 - [INFO] - [E:48| 100]: Train Loss:0.0016955, Val MRR:0.38747, icews14 +2023-05-10 20:12:22,474 - [INFO] - [E:48| 200]: Train Loss:0.0016907, Val MRR:0.38747, icews14 +2023-05-10 20:13:17,183 - [INFO] - [E:48| 300]: Train Loss:0.0016915, Val MRR:0.38747, icews14 +2023-05-10 20:14:11,057 - [INFO] - [E:48| 400]: Train Loss:0.0016912, Val MRR:0.38747, icews14 +2023-05-10 20:15:04,887 - [INFO] - [E:48| 500]: Train Loss:0.0016924, Val MRR:0.38747, icews14 +2023-05-10 20:15:58,792 - [INFO] - [E:48| 600]: Train Loss:0.0016928, Val MRR:0.38747, icews14 +2023-05-10 20:16:52,631 - [INFO] - [E:48| 700]: Train Loss:0.0016929, Val MRR:0.38747, icews14 +2023-05-10 20:17:46,327 - [INFO] - [E:48| 800]: Train Loss:0.0016931, Val MRR:0.38747, icews14 +2023-05-10 20:18:39,518 - [INFO] - [E:48| 900]: Train Loss:0.0016931, Val MRR:0.38747, icews14 +2023-05-10 20:19:33,191 - [INFO] - [E:48| 1000]: Train Loss:0.0016936, Val MRR:0.38747, icews14 +2023-05-10 20:20:15,809 - [INFO] - [E:48| 1100]: Train Loss:0.0016947, Val MRR:0.38747, icews14 +2023-05-10 20:21:09,646 - [INFO] - [E:48| 1200]: Train Loss:0.0016951, Val MRR:0.38747, icews14 +2023-05-10 20:22:03,497 - [INFO] - [E:48| 1300]: Train Loss:0.0016949, Val MRR:0.38747, icews14 +2023-05-10 20:22:57,461 - [INFO] - [E:48| 1400]: Train Loss:0.0016947, Val MRR:0.38747, icews14 +2023-05-10 20:23:51,445 - [INFO] - [E:48| 1500]: Train Loss:0.0016952, Val MRR:0.38747, icews14 +2023-05-10 20:24:45,582 - [INFO] - [E:48| 1600]: Train Loss:0.001696, Val MRR:0.38747, icews14 +2023-05-10 20:25:39,450 - [INFO] - [E:48| 1700]: Train Loss:0.0016965, Val MRR:0.38747, icews14 +2023-05-10 20:26:33,168 - [INFO] - [E:48| 1800]: Train Loss:0.0016967, Val MRR:0.38747, icews14 +2023-05-10 20:27:26,884 - [INFO] - [E:48| 1900]: Train Loss:0.0016969, Val MRR:0.38747, icews14 +2023-05-10 20:27:49,248 - [INFO] - [Epoch:48]: Training Loss:0.001697 + +2023-05-10 20:27:49,399 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 20:28:08,510 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 20:28:13,891 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 20:28:27,529 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 20:28:30,548 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.40051, Head : 0.34567, Avg : 0.37309 + +2023-05-10 20:28:30,548 - [INFO] - [Epoch 48]: Training Loss: 0.0016969, Valid MRR: 0.38747, + + + +2023-05-10 20:28:30,891 - [INFO] - [E:49| 0]: Train Loss:0.0017011, Val MRR:0.38747, icews14 +2023-05-10 20:29:20,705 - [INFO] - [E:49| 100]: Train Loss:0.0016815, Val MRR:0.38747, icews14 +2023-05-10 20:30:14,198 - [INFO] - [E:49| 200]: Train Loss:0.0016768, Val MRR:0.38747, icews14 +2023-05-10 20:31:08,161 - [INFO] - [E:49| 300]: Train Loss:0.0016781, Val MRR:0.38747, icews14 +2023-05-10 20:32:02,648 - [INFO] - [E:49| 400]: Train Loss:0.0016789, Val MRR:0.38747, icews14 +2023-05-10 20:32:56,102 - [INFO] - [E:49| 500]: Train Loss:0.0016789, Val MRR:0.38747, icews14 +2023-05-10 20:33:49,559 - [INFO] - [E:49| 600]: Train Loss:0.0016799, Val MRR:0.38747, icews14 +2023-05-10 20:34:43,574 - [INFO] - [E:49| 700]: Train Loss:0.0016802, Val MRR:0.38747, icews14 +2023-05-10 20:35:37,843 - [INFO] - [E:49| 800]: Train Loss:0.0016805, Val MRR:0.38747, icews14 +2023-05-10 20:36:32,034 - [INFO] - [E:49| 900]: Train Loss:0.0016812, Val MRR:0.38747, icews14 +2023-05-10 20:37:17,985 - [INFO] - [E:49| 1000]: Train Loss:0.0016818, Val MRR:0.38747, icews14 +2023-05-10 20:38:08,242 - [INFO] - [E:49| 1100]: Train Loss:0.001683, Val MRR:0.38747, icews14 +2023-05-10 20:39:01,971 - [INFO] - [E:49| 1200]: Train Loss:0.001684, Val MRR:0.38747, icews14 +2023-05-10 20:39:55,211 - [INFO] - [E:49| 1300]: Train Loss:0.0016844, Val MRR:0.38747, icews14 +2023-05-10 20:40:48,863 - [INFO] - [E:49| 1400]: Train Loss:0.0016847, Val MRR:0.38747, icews14 +2023-05-10 20:41:42,805 - [INFO] - [E:49| 1500]: Train Loss:0.0016849, Val MRR:0.38747, icews14 +2023-05-10 20:42:37,385 - [INFO] - [E:49| 1600]: Train Loss:0.0016857, Val MRR:0.38747, icews14 +2023-05-10 20:43:31,590 - [INFO] - [E:49| 1700]: Train Loss:0.0016861, Val MRR:0.38747, icews14 +2023-05-10 20:44:26,072 - [INFO] - [E:49| 1800]: Train Loss:0.0016866, Val MRR:0.38747, icews14 +2023-05-10 20:45:20,097 - [INFO] - [E:49| 1900]: Train Loss:0.0016875, Val MRR:0.38747, icews14 +2023-05-10 20:45:42,887 - [INFO] - [Epoch:49]: Training Loss:0.001688 + +2023-05-10 20:45:43,041 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 20:45:57,374 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 20:46:00,514 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 20:46:13,373 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 20:46:18,995 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.40027, Head : 0.34341, Avg : 0.37184 + MR: Tail : 632.14, Head : 664.55, Avg : 648.34 + Hit-1: Tail : 0.30683, Head : 0.25027, Avg : 0.27855 + Hit-3: Tail : 0.44848, Head : 0.38136, Avg : 0.41492 + Hit-10: Tail : 0.58114, Head : 0.52579, Avg : 0.55347 +2023-05-10 20:46:18,996 - [INFO] - [Epoch 49]: Training Loss: 0.0016876, Valid MRR: 0.38747, + + + +2023-05-10 20:46:19,403 - [INFO] - [E:50| 0]: Train Loss:0.0016243, Val MRR:0.38747, icews14 +2023-05-10 20:47:13,584 - [INFO] - [E:50| 100]: Train Loss:0.0016745, Val MRR:0.38747, icews14 +2023-05-10 20:48:02,047 - [INFO] - [E:50| 200]: Train Loss:0.0016728, Val MRR:0.38747, icews14 +2023-05-10 20:48:55,900 - [INFO] - [E:50| 300]: Train Loss:0.0016717, Val MRR:0.38747, icews14 +2023-05-10 20:49:49,834 - [INFO] - [E:50| 400]: Train Loss:0.0016704, Val MRR:0.38747, icews14 +2023-05-10 20:50:44,321 - [INFO] - [E:50| 500]: Train Loss:0.0016715, Val MRR:0.38747, icews14 +2023-05-10 20:51:38,447 - [INFO] - [E:50| 600]: Train Loss:0.0016721, Val MRR:0.38747, icews14 +2023-05-10 20:52:32,503 - [INFO] - [E:50| 700]: Train Loss:0.0016725, Val MRR:0.38747, icews14 +2023-05-10 20:53:26,141 - [INFO] - [E:50| 800]: Train Loss:0.0016731, Val MRR:0.38747, icews14 +2023-05-10 20:54:19,601 - [INFO] - [E:50| 900]: Train Loss:0.0016737, Val MRR:0.38747, icews14 +2023-05-10 20:55:03,481 - [INFO] - [E:50| 1000]: Train Loss:0.0016742, Val MRR:0.38747, icews14 +2023-05-10 20:55:57,633 - [INFO] - [E:50| 1100]: Train Loss:0.0016743, Val MRR:0.38747, icews14 +2023-05-10 20:56:51,366 - [INFO] - [E:50| 1200]: Train Loss:0.0016749, Val MRR:0.38747, icews14 +2023-05-10 20:57:45,481 - [INFO] - [E:50| 1300]: Train Loss:0.0016754, Val MRR:0.38747, icews14 +2023-05-10 20:58:38,913 - [INFO] - [E:50| 1400]: Train Loss:0.0016762, Val MRR:0.38747, icews14 +2023-05-10 20:59:32,500 - [INFO] - [E:50| 1500]: Train Loss:0.0016765, Val MRR:0.38747, icews14 +2023-05-10 21:00:26,488 - [INFO] - [E:50| 1600]: Train Loss:0.0016768, Val MRR:0.38747, icews14 +2023-05-10 21:01:20,647 - [INFO] - [E:50| 1700]: Train Loss:0.001677, Val MRR:0.38747, icews14 +2023-05-10 21:02:13,930 - [INFO] - [E:50| 1800]: Train Loss:0.0016775, Val MRR:0.38747, icews14 +2023-05-10 21:03:07,758 - [INFO] - [E:50| 1900]: Train Loss:0.001678, Val MRR:0.38747, icews14 +2023-05-10 21:03:30,109 - [INFO] - [Epoch:50]: Training Loss:0.001678 + +2023-05-10 21:03:30,243 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 21:03:41,765 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 21:03:44,897 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 21:03:59,539 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 21:04:05,153 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.40071, Head : 0.34958, Avg : 0.37515 + +2023-05-10 21:04:05,154 - [INFO] - [Epoch 50]: Training Loss: 0.0016784, Valid MRR: 0.38747, + + + +2023-05-10 21:04:05,656 - [INFO] - [E:51| 0]: Train Loss:0.0016671, Val MRR:0.38747, icews14 +2023-05-10 21:05:00,784 - [INFO] - [E:51| 100]: Train Loss:0.0016628, Val MRR:0.38747, icews14 +2023-05-10 21:05:54,345 - [INFO] - [E:51| 200]: Train Loss:0.0016642, Val MRR:0.38747, icews14 +2023-05-10 21:06:48,341 - [INFO] - [E:51| 300]: Train Loss:0.0016611, Val MRR:0.38747, icews14 +2023-05-10 21:07:41,634 - [INFO] - [E:51| 400]: Train Loss:0.0016629, Val MRR:0.38747, icews14 +2023-05-10 21:08:35,164 - [INFO] - [E:51| 500]: Train Loss:0.0016632, Val MRR:0.38747, icews14 +2023-05-10 21:09:29,044 - [INFO] - [E:51| 600]: Train Loss:0.0016633, Val MRR:0.38747, icews14 +2023-05-10 21:10:22,483 - [INFO] - [E:51| 700]: Train Loss:0.0016644, Val MRR:0.38747, icews14 +2023-05-10 21:11:16,147 - [INFO] - [E:51| 800]: Train Loss:0.0016647, Val MRR:0.38747, icews14 +2023-05-10 21:12:09,990 - [INFO] - [E:51| 900]: Train Loss:0.0016648, Val MRR:0.38747, icews14 +2023-05-10 21:12:52,625 - [INFO] - [E:51| 1000]: Train Loss:0.0016658, Val MRR:0.38747, icews14 +2023-05-10 21:13:45,923 - [INFO] - [E:51| 1100]: Train Loss:0.0016666, Val MRR:0.38747, icews14 +2023-05-10 21:14:39,966 - [INFO] - [E:51| 1200]: Train Loss:0.001667, Val MRR:0.38747, icews14 +2023-05-10 21:15:34,156 - [INFO] - [E:51| 1300]: Train Loss:0.0016673, Val MRR:0.38747, icews14 +2023-05-10 21:16:27,826 - [INFO] - [E:51| 1400]: Train Loss:0.0016674, Val MRR:0.38747, icews14 +2023-05-10 21:17:21,137 - [INFO] - [E:51| 1500]: Train Loss:0.0016677, Val MRR:0.38747, icews14 +2023-05-10 21:18:14,765 - [INFO] - [E:51| 1600]: Train Loss:0.0016682, Val MRR:0.38747, icews14 +2023-05-10 21:19:09,700 - [INFO] - [E:51| 1700]: Train Loss:0.0016687, Val MRR:0.38747, icews14 +2023-05-10 21:20:03,334 - [INFO] - [E:51| 1800]: Train Loss:0.0016689, Val MRR:0.38747, icews14 +2023-05-10 21:20:56,794 - [INFO] - [E:51| 1900]: Train Loss:0.0016693, Val MRR:0.38747, icews14 +2023-05-10 21:21:12,824 - [INFO] - [Epoch:51]: Training Loss:0.001669 + +2023-05-10 21:21:12,936 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 21:21:25,916 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 21:21:31,663 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 21:21:50,932 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 21:21:56,377 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.39403, Head : 0.34087, Avg : 0.36745 + +2023-05-10 21:21:56,377 - [INFO] - [Epoch 51]: Training Loss: 0.0016694, Valid MRR: 0.38747, + + + +2023-05-10 21:21:56,846 - [INFO] - [E:52| 0]: Train Loss:0.0016351, Val MRR:0.38747, icews14 +2023-05-10 21:22:50,275 - [INFO] - [E:52| 100]: Train Loss:0.0016568, Val MRR:0.38747, icews14 +2023-05-10 21:23:43,299 - [INFO] - [E:52| 200]: Train Loss:0.0016559, Val MRR:0.38747, icews14 +2023-05-10 21:24:35,841 - [INFO] - [E:52| 300]: Train Loss:0.0016561, Val MRR:0.38747, icews14 +2023-05-10 21:25:28,549 - [INFO] - [E:52| 400]: Train Loss:0.001657, Val MRR:0.38747, icews14 +2023-05-10 21:26:21,526 - [INFO] - [E:52| 500]: Train Loss:0.0016564, Val MRR:0.38747, icews14 +2023-05-10 21:27:15,071 - [INFO] - [E:52| 600]: Train Loss:0.0016565, Val MRR:0.38747, icews14 +2023-05-10 21:28:08,771 - [INFO] - [E:52| 700]: Train Loss:0.0016573, Val MRR:0.38747, icews14 +2023-05-10 21:29:02,496 - [INFO] - [E:52| 800]: Train Loss:0.0016577, Val MRR:0.38747, icews14 +2023-05-10 21:29:48,235 - [INFO] - [E:52| 900]: Train Loss:0.001658, Val MRR:0.38747, icews14 +2023-05-10 21:30:38,476 - [INFO] - [E:52| 1000]: Train Loss:0.0016583, Val MRR:0.38747, icews14 +2023-05-10 21:31:32,159 - [INFO] - [E:52| 1100]: Train Loss:0.0016585, Val MRR:0.38747, icews14 +2023-05-10 21:32:26,256 - [INFO] - [E:52| 1200]: Train Loss:0.0016586, Val MRR:0.38747, icews14 +2023-05-10 21:33:20,020 - [INFO] - [E:52| 1300]: Train Loss:0.0016589, Val MRR:0.38747, icews14 +2023-05-10 21:34:13,759 - [INFO] - [E:52| 1400]: Train Loss:0.0016597, Val MRR:0.38747, icews14 +2023-05-10 21:35:07,401 - [INFO] - [E:52| 1500]: Train Loss:0.0016603, Val MRR:0.38747, icews14 +2023-05-10 21:35:55,976 - [INFO] - [E:52| 1600]: Train Loss:0.0016612, Val MRR:0.38747, icews14 +2023-05-10 21:36:50,000 - [INFO] - [E:52| 1700]: Train Loss:0.0016614, Val MRR:0.38747, icews14 +2023-05-10 21:37:43,915 - [INFO] - [E:52| 1800]: Train Loss:0.0016615, Val MRR:0.38747, icews14 +2023-05-10 21:38:34,141 - [INFO] - [E:52| 1900]: Train Loss:0.0016617, Val MRR:0.38747, icews14 +2023-05-10 21:38:48,910 - [INFO] - [Epoch:52]: Training Loss:0.001662 + +2023-05-10 21:38:49,183 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 21:39:08,495 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 21:39:14,076 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 21:39:33,321 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 21:39:38,677 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.40075, Head : 0.35078, Avg : 0.37577 + +2023-05-10 21:39:38,677 - [INFO] - [Epoch 52]: Training Loss: 0.0016617, Valid MRR: 0.38747, + + + +2023-05-10 21:39:39,183 - [INFO] - [E:53| 0]: Train Loss:0.0016396, Val MRR:0.38747, icews14 +2023-05-10 21:40:33,438 - [INFO] - [E:53| 100]: Train Loss:0.0016508, Val MRR:0.38747, icews14 +2023-05-10 21:41:27,131 - [INFO] - [E:53| 200]: Train Loss:0.0016474, Val MRR:0.38747, icews14 +2023-05-10 21:42:21,232 - [INFO] - [E:53| 300]: Train Loss:0.0016494, Val MRR:0.38747, icews14 +2023-05-10 21:43:14,882 - [INFO] - [E:53| 400]: Train Loss:0.0016497, Val MRR:0.38747, icews14 +2023-05-10 21:44:08,377 - [INFO] - [E:53| 500]: Train Loss:0.0016496, Val MRR:0.38747, icews14 +2023-05-10 21:45:02,637 - [INFO] - [E:53| 600]: Train Loss:0.0016496, Val MRR:0.38747, icews14 +2023-05-10 21:45:56,000 - [INFO] - [E:53| 700]: Train Loss:0.0016492, Val MRR:0.38747, icews14 +2023-05-10 21:46:49,984 - [INFO] - [E:53| 800]: Train Loss:0.00165, Val MRR:0.38747, icews14 +2023-05-10 21:47:32,621 - [INFO] - [E:53| 900]: Train Loss:0.0016507, Val MRR:0.38747, icews14 +2023-05-10 21:48:26,469 - [INFO] - [E:53| 1000]: Train Loss:0.0016516, Val MRR:0.38747, icews14 +2023-05-10 21:49:20,699 - [INFO] - [E:53| 1100]: Train Loss:0.001652, Val MRR:0.38747, icews14 +2023-05-10 21:50:14,446 - [INFO] - [E:53| 1200]: Train Loss:0.0016523, Val MRR:0.38747, icews14 +2023-05-10 21:51:07,891 - [INFO] - [E:53| 1300]: Train Loss:0.0016526, Val MRR:0.38747, icews14 +2023-05-10 21:52:02,165 - [INFO] - [E:53| 1400]: Train Loss:0.0016529, Val MRR:0.38747, icews14 +2023-05-10 21:52:55,832 - [INFO] - [E:53| 1500]: Train Loss:0.0016533, Val MRR:0.38747, icews14 +2023-05-10 21:53:49,373 - [INFO] - [E:53| 1600]: Train Loss:0.0016531, Val MRR:0.38747, icews14 +2023-05-10 21:54:43,037 - [INFO] - [E:53| 1700]: Train Loss:0.0016535, Val MRR:0.38747, icews14 +2023-05-10 21:55:36,791 - [INFO] - [E:53| 1800]: Train Loss:0.001654, Val MRR:0.38747, icews14 +2023-05-10 21:56:19,805 - [INFO] - [E:53| 1900]: Train Loss:0.001654, Val MRR:0.38747, icews14 +2023-05-10 21:56:42,261 - [INFO] - [Epoch:53]: Training Loss:0.001654 + +2023-05-10 21:56:42,416 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 21:57:02,023 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 21:57:07,493 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 21:57:26,808 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 21:57:32,273 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.40396, Head : 0.35461, Avg : 0.37928 + +2023-05-10 21:57:32,273 - [INFO] - [Epoch 53]: Training Loss: 0.0016539, Valid MRR: 0.38747, + + + +2023-05-10 21:57:32,821 - [INFO] - [E:54| 0]: Train Loss:0.0016327, Val MRR:0.38747, icews14 +2023-05-10 21:58:26,634 - [INFO] - [E:54| 100]: Train Loss:0.0016442, Val MRR:0.38747, icews14 +2023-05-10 21:59:20,936 - [INFO] - [E:54| 200]: Train Loss:0.0016445, Val MRR:0.38747, icews14 +2023-05-10 22:00:14,456 - [INFO] - [E:54| 300]: Train Loss:0.0016423, Val MRR:0.38747, icews14 +2023-05-10 22:01:08,877 - [INFO] - [E:54| 400]: Train Loss:0.0016437, Val MRR:0.38747, icews14 +2023-05-10 22:02:02,670 - [INFO] - [E:54| 500]: Train Loss:0.0016442, Val MRR:0.38747, icews14 +2023-05-10 22:02:56,215 - [INFO] - [E:54| 600]: Train Loss:0.0016438, Val MRR:0.38747, icews14 +2023-05-10 22:03:50,682 - [INFO] - [E:54| 700]: Train Loss:0.0016439, Val MRR:0.38747, icews14 +2023-05-10 22:04:43,799 - [INFO] - [E:54| 800]: Train Loss:0.0016438, Val MRR:0.38747, icews14 +2023-05-10 22:05:27,579 - [INFO] - [E:54| 900]: Train Loss:0.0016441, Val MRR:0.38747, icews14 +2023-05-10 22:06:21,976 - [INFO] - [E:54| 1000]: Train Loss:0.0016438, Val MRR:0.38747, icews14 +2023-05-10 22:07:15,796 - [INFO] - [E:54| 1100]: Train Loss:0.0016443, Val MRR:0.38747, icews14 +2023-05-10 22:08:09,820 - [INFO] - [E:54| 1200]: Train Loss:0.0016448, Val MRR:0.38747, icews14 +2023-05-10 22:09:03,477 - [INFO] - [E:54| 1300]: Train Loss:0.0016453, Val MRR:0.38747, icews14 +2023-05-10 22:09:57,568 - [INFO] - [E:54| 1400]: Train Loss:0.0016453, Val MRR:0.38747, icews14 +2023-05-10 22:10:51,618 - [INFO] - [E:54| 1500]: Train Loss:0.0016456, Val MRR:0.38747, icews14 +2023-05-10 22:11:45,176 - [INFO] - [E:54| 1600]: Train Loss:0.001646, Val MRR:0.38747, icews14 +2023-05-10 22:12:39,377 - [INFO] - [E:54| 1700]: Train Loss:0.0016461, Val MRR:0.38747, icews14 +2023-05-10 22:13:30,642 - [INFO] - [E:54| 1800]: Train Loss:0.0016465, Val MRR:0.38747, icews14 +2023-05-10 22:14:15,726 - [INFO] - [E:54| 1900]: Train Loss:0.0016469, Val MRR:0.38747, icews14 +2023-05-10 22:14:37,916 - [INFO] - [Epoch:54]: Training Loss:0.001647 + +2023-05-10 22:14:38,068 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 22:14:57,451 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 22:15:02,940 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 22:15:22,287 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 22:15:27,470 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.40641, Head : 0.35601, Avg : 0.38121 + +2023-05-10 22:15:27,470 - [INFO] - [Epoch 54]: Training Loss: 0.0016471, Valid MRR: 0.38747, + + + +2023-05-10 22:15:28,198 - [INFO] - [E:55| 0]: Train Loss:0.0016281, Val MRR:0.38747, icews14 +2023-05-10 22:16:21,989 - [INFO] - [E:55| 100]: Train Loss:0.0016341, Val MRR:0.38747, icews14 +2023-05-10 22:17:15,622 - [INFO] - [E:55| 200]: Train Loss:0.001635, Val MRR:0.38747, icews14 +2023-05-10 22:18:09,330 - [INFO] - [E:55| 300]: Train Loss:0.0016337, Val MRR:0.38747, icews14 +2023-05-10 22:19:03,100 - [INFO] - [E:55| 400]: Train Loss:0.0016354, Val MRR:0.38747, icews14 +2023-05-10 22:19:56,639 - [INFO] - [E:55| 500]: Train Loss:0.0016368, Val MRR:0.38747, icews14 +2023-05-10 22:20:50,536 - [INFO] - [E:55| 600]: Train Loss:0.0016374, Val MRR:0.38747, icews14 +2023-05-10 22:21:44,245 - [INFO] - [E:55| 700]: Train Loss:0.0016373, Val MRR:0.38747, icews14 +2023-05-10 22:22:27,890 - [INFO] - [E:55| 800]: Train Loss:0.0016377, Val MRR:0.38747, icews14 +2023-05-10 22:23:20,279 - [INFO] - [E:55| 900]: Train Loss:0.0016377, Val MRR:0.38747, icews14 +2023-05-10 22:24:14,020 - [INFO] - [E:55| 1000]: Train Loss:0.0016383, Val MRR:0.38747, icews14 +2023-05-10 22:25:02,316 - [INFO] - [E:55| 1100]: Train Loss:0.0016378, Val MRR:0.38747, icews14 +2023-05-10 22:25:56,093 - [INFO] - [E:55| 1200]: Train Loss:0.0016381, Val MRR:0.38747, icews14 +2023-05-10 22:26:49,408 - [INFO] - [E:55| 1300]: Train Loss:0.0016379, Val MRR:0.38747, icews14 +2023-05-10 22:27:42,871 - [INFO] - [E:55| 1400]: Train Loss:0.0016383, Val MRR:0.38747, icews14 +2023-05-10 22:28:36,938 - [INFO] - [E:55| 1500]: Train Loss:0.0016388, Val MRR:0.38747, icews14 +2023-05-10 22:29:30,853 - [INFO] - [E:55| 1600]: Train Loss:0.0016393, Val MRR:0.38747, icews14 +2023-05-10 22:30:24,589 - [INFO] - [E:55| 1700]: Train Loss:0.0016398, Val MRR:0.38747, icews14 +2023-05-10 22:31:12,864 - [INFO] - [E:55| 1800]: Train Loss:0.0016401, Val MRR:0.38747, icews14 +2023-05-10 22:32:01,137 - [INFO] - [E:55| 1900]: Train Loss:0.0016405, Val MRR:0.38747, icews14 +2023-05-10 22:32:23,544 - [INFO] - [Epoch:55]: Training Loss:0.001641 + +2023-05-10 22:32:23,808 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 22:32:43,114 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 22:32:48,714 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 22:33:08,024 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 22:33:13,311 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.40493, Head : 0.35296, Avg : 0.37894 + +2023-05-10 22:33:13,311 - [INFO] - [Epoch 55]: Training Loss: 0.0016406, Valid MRR: 0.38747, + + + +2023-05-10 22:33:13,825 - [INFO] - [E:56| 0]: Train Loss:0.0016436, Val MRR:0.38747, icews14 +2023-05-10 22:34:07,705 - [INFO] - [E:56| 100]: Train Loss:0.001629, Val MRR:0.38747, icews14 +2023-05-10 22:35:01,419 - [INFO] - [E:56| 200]: Train Loss:0.0016304, Val MRR:0.38747, icews14 +2023-05-10 22:35:55,582 - [INFO] - [E:56| 300]: Train Loss:0.0016327, Val MRR:0.38747, icews14 +2023-05-10 22:36:49,116 - [INFO] - [E:56| 400]: Train Loss:0.0016322, Val MRR:0.38747, icews14 +2023-05-10 22:37:42,985 - [INFO] - [E:56| 500]: Train Loss:0.0016325, Val MRR:0.38747, icews14 +2023-05-10 22:38:37,156 - [INFO] - [E:56| 600]: Train Loss:0.0016322, Val MRR:0.38747, icews14 +2023-05-10 22:39:30,939 - [INFO] - [E:56| 700]: Train Loss:0.0016316, Val MRR:0.38747, icews14 +2023-05-10 22:40:13,566 - [INFO] - [E:56| 800]: Train Loss:0.0016321, Val MRR:0.38747, icews14 +2023-05-10 22:41:07,315 - [INFO] - [E:56| 900]: Train Loss:0.0016326, Val MRR:0.38747, icews14 +2023-05-10 22:42:01,308 - [INFO] - [E:56| 1000]: Train Loss:0.0016329, Val MRR:0.38747, icews14 +2023-05-10 22:42:55,050 - [INFO] - [E:56| 1100]: Train Loss:0.0016331, Val MRR:0.38747, icews14 +2023-05-10 22:43:48,158 - [INFO] - [E:56| 1200]: Train Loss:0.0016333, Val MRR:0.38747, icews14 +2023-05-10 22:44:41,730 - [INFO] - [E:56| 1300]: Train Loss:0.0016337, Val MRR:0.38747, icews14 +2023-05-10 22:45:35,407 - [INFO] - [E:56| 1400]: Train Loss:0.0016336, Val MRR:0.38747, icews14 +2023-05-10 22:46:29,165 - [INFO] - [E:56| 1500]: Train Loss:0.0016337, Val MRR:0.38747, icews14 +2023-05-10 22:47:22,951 - [INFO] - [E:56| 1600]: Train Loss:0.0016339, Val MRR:0.38747, icews14 +2023-05-10 22:48:16,462 - [INFO] - [E:56| 1700]: Train Loss:0.0016342, Val MRR:0.38747, icews14 +2023-05-10 22:48:59,293 - [INFO] - [E:56| 1800]: Train Loss:0.0016345, Val MRR:0.38747, icews14 +2023-05-10 22:49:53,286 - [INFO] - [E:56| 1900]: Train Loss:0.0016346, Val MRR:0.38747, icews14 +2023-05-10 22:50:15,802 - [INFO] - [Epoch:56]: Training Loss:0.001635 + +2023-05-10 22:50:16,075 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 22:50:35,142 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 22:50:40,606 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 22:50:59,798 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 22:51:05,139 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.40956, Head : 0.35558, Avg : 0.38257 + +2023-05-10 22:51:05,139 - [INFO] - [Epoch 56]: Training Loss: 0.0016348, Valid MRR: 0.38747, + + + +2023-05-10 22:51:05,799 - [INFO] - [E:57| 0]: Train Loss:0.0016368, Val MRR:0.38747, icews14 +2023-05-10 22:51:59,841 - [INFO] - [E:57| 100]: Train Loss:0.0016305, Val MRR:0.38747, icews14 +2023-05-10 22:52:53,270 - [INFO] - [E:57| 200]: Train Loss:0.0016268, Val MRR:0.38747, icews14 +2023-05-10 22:53:46,549 - [INFO] - [E:57| 300]: Train Loss:0.0016265, Val MRR:0.38747, icews14 +2023-05-10 22:54:39,844 - [INFO] - [E:57| 400]: Train Loss:0.001626, Val MRR:0.38747, icews14 +2023-05-10 22:55:32,089 - [INFO] - [E:57| 500]: Train Loss:0.0016253, Val MRR:0.38747, icews14 +2023-05-10 22:56:24,232 - [INFO] - [E:57| 600]: Train Loss:0.0016256, Val MRR:0.38747, icews14 +2023-05-10 22:57:13,563 - [INFO] - [E:57| 700]: Train Loss:0.0016261, Val MRR:0.38747, icews14 +2023-05-10 22:57:59,591 - [INFO] - [E:57| 800]: Train Loss:0.0016266, Val MRR:0.38747, icews14 +2023-05-10 22:58:54,186 - [INFO] - [E:57| 900]: Train Loss:0.0016268, Val MRR:0.38747, icews14 +2023-05-10 22:59:47,756 - [INFO] - [E:57| 1000]: Train Loss:0.0016272, Val MRR:0.38747, icews14 +2023-05-10 23:00:41,610 - [INFO] - [E:57| 1100]: Train Loss:0.0016269, Val MRR:0.38747, icews14 +2023-05-10 23:01:35,326 - [INFO] - [E:57| 1200]: Train Loss:0.0016275, Val MRR:0.38747, icews14 +2023-05-10 23:02:28,875 - [INFO] - [E:57| 1300]: Train Loss:0.0016276, Val MRR:0.38747, icews14 +2023-05-10 23:03:23,159 - [INFO] - [E:57| 1400]: Train Loss:0.0016278, Val MRR:0.38747, icews14 +2023-05-10 23:04:17,244 - [INFO] - [E:57| 1500]: Train Loss:0.0016281, Val MRR:0.38747, icews14 +2023-05-10 23:05:11,023 - [INFO] - [E:57| 1600]: Train Loss:0.0016284, Val MRR:0.38747, icews14 +2023-05-10 23:06:00,302 - [INFO] - [E:57| 1700]: Train Loss:0.0016286, Val MRR:0.38747, icews14 +2023-05-10 23:06:46,985 - [INFO] - [E:57| 1800]: Train Loss:0.0016288, Val MRR:0.38747, icews14 +2023-05-10 23:07:40,937 - [INFO] - [E:57| 1900]: Train Loss:0.0016289, Val MRR:0.38747, icews14 +2023-05-10 23:08:03,270 - [INFO] - [Epoch:57]: Training Loss:0.001629 + +2023-05-10 23:08:03,473 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 23:08:22,645 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 23:08:28,285 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 23:08:47,688 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 23:08:52,984 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.4075, Head : 0.35441, Avg : 0.38095 + +2023-05-10 23:08:52,985 - [INFO] - [Epoch 57]: Training Loss: 0.0016292, Valid MRR: 0.38747, + + + +2023-05-10 23:08:53,734 - [INFO] - [E:58| 0]: Train Loss:0.0016116, Val MRR:0.38747, icews14 +2023-05-10 23:09:47,892 - [INFO] - [E:58| 100]: Train Loss:0.001621, Val MRR:0.38747, icews14 +2023-05-10 23:10:41,398 - [INFO] - [E:58| 200]: Train Loss:0.0016191, Val MRR:0.38747, icews14 +2023-05-10 23:11:35,063 - [INFO] - [E:58| 300]: Train Loss:0.0016199, Val MRR:0.38747, icews14 +2023-05-10 23:12:29,230 - [INFO] - [E:58| 400]: Train Loss:0.0016217, Val MRR:0.38747, icews14 +2023-05-10 23:13:17,060 - [INFO] - [E:58| 500]: Train Loss:0.0016214, Val MRR:0.38747, icews14 +2023-05-10 23:14:11,128 - [INFO] - [E:58| 600]: Train Loss:0.0016208, Val MRR:0.38747, icews14 +2023-05-10 23:14:58,561 - [INFO] - [E:58| 700]: Train Loss:0.0016208, Val MRR:0.38747, icews14 +2023-05-10 23:15:47,469 - [INFO] - [E:58| 800]: Train Loss:0.0016213, Val MRR:0.38747, icews14 +2023-05-10 23:16:41,288 - [INFO] - [E:58| 900]: Train Loss:0.0016217, Val MRR:0.38747, icews14 +2023-05-10 23:17:34,911 - [INFO] - [E:58| 1000]: Train Loss:0.001622, Val MRR:0.38747, icews14 +2023-05-10 23:18:28,562 - [INFO] - [E:58| 1100]: Train Loss:0.0016221, Val MRR:0.38747, icews14 +2023-05-10 23:19:22,312 - [INFO] - [E:58| 1200]: Train Loss:0.001622, Val MRR:0.38747, icews14 +2023-05-10 23:20:16,195 - [INFO] - [E:58| 1300]: Train Loss:0.0016222, Val MRR:0.38747, icews14 +2023-05-10 23:21:10,464 - [INFO] - [E:58| 1400]: Train Loss:0.0016224, Val MRR:0.38747, icews14 +2023-05-10 23:22:04,105 - [INFO] - [E:58| 1500]: Train Loss:0.0016225, Val MRR:0.38747, icews14 +2023-05-10 23:22:57,702 - [INFO] - [E:58| 1600]: Train Loss:0.0016227, Val MRR:0.38747, icews14 +2023-05-10 23:23:44,890 - [INFO] - [E:58| 1700]: Train Loss:0.0016229, Val MRR:0.38747, icews14 +2023-05-10 23:24:34,096 - [INFO] - [E:58| 1800]: Train Loss:0.0016232, Val MRR:0.38747, icews14 +2023-05-10 23:25:27,635 - [INFO] - [E:58| 1900]: Train Loss:0.0016234, Val MRR:0.38747, icews14 +2023-05-10 23:25:50,502 - [INFO] - [Epoch:58]: Training Loss:0.001624 + +2023-05-10 23:25:50,636 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 23:26:09,768 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 23:26:15,339 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 23:26:34,645 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 23:26:40,118 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.40531, Head : 0.35594, Avg : 0.38063 + +2023-05-10 23:26:40,118 - [INFO] - [Epoch 58]: Training Loss: 0.0016236, Valid MRR: 0.38747, + + + +2023-05-10 23:26:40,624 - [INFO] - [E:59| 0]: Train Loss:0.0016661, Val MRR:0.38747, icews14 +2023-05-10 23:27:35,373 - [INFO] - [E:59| 100]: Train Loss:0.0016172, Val MRR:0.38747, icews14 +2023-05-10 23:28:28,841 - [INFO] - [E:59| 200]: Train Loss:0.0016179, Val MRR:0.38747, icews14 +2023-05-10 23:29:22,359 - [INFO] - [E:59| 300]: Train Loss:0.0016158, Val MRR:0.38747, icews14 +2023-05-10 23:30:16,251 - [INFO] - [E:59| 400]: Train Loss:0.0016165, Val MRR:0.38747, icews14 +2023-05-10 23:31:10,535 - [INFO] - [E:59| 500]: Train Loss:0.0016165, Val MRR:0.38747, icews14 +2023-05-10 23:32:04,050 - [INFO] - [E:59| 600]: Train Loss:0.0016166, Val MRR:0.38747, icews14 +2023-05-10 23:32:46,198 - [INFO] - [E:59| 700]: Train Loss:0.0016168, Val MRR:0.38747, icews14 +2023-05-10 23:33:40,081 - [INFO] - [E:59| 800]: Train Loss:0.0016166, Val MRR:0.38747, icews14 +2023-05-10 23:34:33,981 - [INFO] - [E:59| 900]: Train Loss:0.0016169, Val MRR:0.38747, icews14 +2023-05-10 23:35:27,611 - [INFO] - [E:59| 1000]: Train Loss:0.001617, Val MRR:0.38747, icews14 +2023-05-10 23:36:21,203 - [INFO] - [E:59| 1100]: Train Loss:0.0016166, Val MRR:0.38747, icews14 +2023-05-10 23:37:14,982 - [INFO] - [E:59| 1200]: Train Loss:0.0016174, Val MRR:0.38747, icews14 +2023-05-10 23:38:09,595 - [INFO] - [E:59| 1300]: Train Loss:0.0016177, Val MRR:0.38747, icews14 +2023-05-10 23:39:03,319 - [INFO] - [E:59| 1400]: Train Loss:0.0016181, Val MRR:0.38747, icews14 +2023-05-10 23:39:56,609 - [INFO] - [E:59| 1500]: Train Loss:0.0016185, Val MRR:0.38747, icews14 +2023-05-10 23:40:50,410 - [INFO] - [E:59| 1600]: Train Loss:0.0016186, Val MRR:0.38747, icews14 +2023-05-10 23:41:32,379 - [INFO] - [E:59| 1700]: Train Loss:0.0016185, Val MRR:0.38747, icews14 +2023-05-10 23:42:25,583 - [INFO] - [E:59| 1800]: Train Loss:0.0016189, Val MRR:0.38747, icews14 +2023-05-10 23:43:19,529 - [INFO] - [E:59| 1900]: Train Loss:0.0016188, Val MRR:0.38747, icews14 +2023-05-10 23:43:41,811 - [INFO] - [Epoch:59]: Training Loss:0.001619 + +2023-05-10 23:43:41,943 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 23:44:01,556 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 23:44:07,057 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 23:44:26,428 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 23:44:32,096 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.41201, Head : 0.36124, Avg : 0.38662 + MR: Tail : 716.15, Head : 764.0, Avg : 740.08 + Hit-1: Tail : 0.32006, Head : 0.27346, Avg : 0.29676 + Hit-3: Tail : 0.46001, Head : 0.40163, Avg : 0.43082 + Hit-10: Tail : 0.58417, Head : 0.53138, Avg : 0.55777 +2023-05-10 23:44:32,096 - [INFO] - [Epoch 59]: Training Loss: 0.0016188, Valid MRR: 0.38747, + + + +2023-05-10 23:44:32,535 - [INFO] - [E:60| 0]: Train Loss:0.0016648, Val MRR:0.38747, icews14 +2023-05-10 23:45:26,399 - [INFO] - [E:60| 100]: Train Loss:0.0016099, Val MRR:0.38747, icews14 +2023-05-10 23:46:20,091 - [INFO] - [E:60| 200]: Train Loss:0.0016108, Val MRR:0.38747, icews14 +2023-05-10 23:47:14,442 - [INFO] - [E:60| 300]: Train Loss:0.0016099, Val MRR:0.38747, icews14 +2023-05-10 23:48:08,193 - [INFO] - [E:60| 400]: Train Loss:0.0016096, Val MRR:0.38747, icews14 +2023-05-10 23:49:02,772 - [INFO] - [E:60| 500]: Train Loss:0.0016107, Val MRR:0.38747, icews14 +2023-05-10 23:49:53,606 - [INFO] - [E:60| 600]: Train Loss:0.001611, Val MRR:0.38747, icews14 +2023-05-10 23:50:39,545 - [INFO] - [E:60| 700]: Train Loss:0.0016114, Val MRR:0.38747, icews14 +2023-05-10 23:51:32,676 - [INFO] - [E:60| 800]: Train Loss:0.0016118, Val MRR:0.38747, icews14 +2023-05-10 23:52:27,150 - [INFO] - [E:60| 900]: Train Loss:0.001612, Val MRR:0.38747, icews14 +2023-05-10 23:53:20,949 - [INFO] - [E:60| 1000]: Train Loss:0.0016122, Val MRR:0.38747, icews14 +2023-05-10 23:54:15,288 - [INFO] - [E:60| 1100]: Train Loss:0.0016127, Val MRR:0.38747, icews14 +2023-05-10 23:55:09,001 - [INFO] - [E:60| 1200]: Train Loss:0.0016131, Val MRR:0.38747, icews14 +2023-05-10 23:56:03,446 - [INFO] - [E:60| 1300]: Train Loss:0.0016135, Val MRR:0.38747, icews14 +2023-05-10 23:56:57,482 - [INFO] - [E:60| 1400]: Train Loss:0.0016139, Val MRR:0.38747, icews14 +2023-05-10 23:57:51,073 - [INFO] - [E:60| 1500]: Train Loss:0.0016139, Val MRR:0.38747, icews14 +2023-05-10 23:58:40,710 - [INFO] - [E:60| 1600]: Train Loss:0.0016143, Val MRR:0.38747, icews14 +2023-05-10 23:59:27,384 - [INFO] - [E:60| 1700]: Train Loss:0.0016147, Val MRR:0.38747, icews14 +2023-05-11 00:00:21,327 - [INFO] - [E:60| 1800]: Train Loss:0.0016147, Val MRR:0.38747, icews14 +2023-05-11 00:01:12,714 - [INFO] - [E:60| 1900]: Train Loss:0.0016149, Val MRR:0.38747, icews14 +2023-05-11 00:01:31,984 - [INFO] - [Epoch:60]: Training Loss:0.001615 + +2023-05-11 00:01:32,252 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 00:01:51,551 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 00:01:57,116 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 00:02:16,314 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 00:02:21,635 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.41198, Head : 0.35989, Avg : 0.38594 + +2023-05-11 00:02:21,635 - [INFO] - [Epoch 60]: Training Loss: 0.0016152, Valid MRR: 0.38747, + + + +2023-05-11 00:02:22,268 - [INFO] - [E:61| 0]: Train Loss:0.0015953, Val MRR:0.38747, icews14 +2023-05-11 00:03:16,528 - [INFO] - [E:61| 100]: Train Loss:0.0016115, Val MRR:0.38747, icews14 +2023-05-11 00:04:10,484 - [INFO] - [E:61| 200]: Train Loss:0.00161, Val MRR:0.38747, icews14 +2023-05-11 00:05:04,567 - [INFO] - [E:61| 300]: Train Loss:0.0016098, Val MRR:0.38747, icews14 +2023-05-11 00:05:58,331 - [INFO] - [E:61| 400]: Train Loss:0.0016085, Val MRR:0.38747, icews14 +2023-05-11 00:06:52,153 - [INFO] - [E:61| 500]: Train Loss:0.001609, Val MRR:0.38747, icews14 +2023-05-11 00:07:38,378 - [INFO] - [E:61| 600]: Train Loss:0.0016093, Val MRR:0.38747, icews14 +2023-05-11 00:08:28,207 - [INFO] - [E:61| 700]: Train Loss:0.0016083, Val MRR:0.38747, icews14 +2023-05-11 00:09:22,122 - [INFO] - [E:61| 800]: Train Loss:0.0016087, Val MRR:0.38747, icews14 +2023-05-11 00:10:16,125 - [INFO] - [E:61| 900]: Train Loss:0.0016086, Val MRR:0.38747, icews14 +2023-05-11 00:11:09,410 - [INFO] - [E:61| 1000]: Train Loss:0.0016084, Val MRR:0.38747, icews14 +2023-05-11 00:12:03,338 - [INFO] - [E:61| 1100]: Train Loss:0.0016087, Val MRR:0.38747, icews14 +2023-05-11 00:12:57,046 - [INFO] - [E:61| 1200]: Train Loss:0.0016091, Val MRR:0.38747, icews14 +2023-05-11 00:13:51,077 - [INFO] - [E:61| 1300]: Train Loss:0.0016091, Val MRR:0.38747, icews14 +2023-05-11 00:14:44,932 - [INFO] - [E:61| 1400]: Train Loss:0.0016093, Val MRR:0.38747, icews14 +2023-05-11 00:15:39,690 - [INFO] - [E:61| 1500]: Train Loss:0.0016096, Val MRR:0.38747, icews14 +2023-05-11 00:16:24,893 - [INFO] - [E:61| 1600]: Train Loss:0.0016099, Val MRR:0.38747, icews14 +2023-05-11 00:17:15,916 - [INFO] - [E:61| 1700]: Train Loss:0.0016101, Val MRR:0.38747, icews14 +2023-05-11 00:18:09,857 - [INFO] - [E:61| 1800]: Train Loss:0.0016104, Val MRR:0.38747, icews14 +2023-05-11 00:19:03,915 - [INFO] - [E:61| 1900]: Train Loss:0.0016108, Val MRR:0.38747, icews14 +2023-05-11 00:19:26,258 - [INFO] - [Epoch:61]: Training Loss:0.001611 + +2023-05-11 00:19:26,396 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 00:19:45,426 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 00:19:50,928 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 00:20:10,137 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 00:20:15,410 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.41092, Head : 0.35893, Avg : 0.38493 + +2023-05-11 00:20:15,410 - [INFO] - [Epoch 61]: Training Loss: 0.0016109, Valid MRR: 0.38747, + + + +2023-05-11 00:20:16,141 - [INFO] - [E:62| 0]: Train Loss:0.0016256, Val MRR:0.38747, icews14 +2023-05-11 00:21:09,281 - [INFO] - [E:62| 100]: Train Loss:0.0016054, Val MRR:0.38747, icews14 +2023-05-11 00:22:03,376 - [INFO] - [E:62| 200]: Train Loss:0.001605, Val MRR:0.38747, icews14 +2023-05-11 00:22:57,120 - [INFO] - [E:62| 300]: Train Loss:0.0016057, Val MRR:0.38747, icews14 +2023-05-11 00:23:51,344 - [INFO] - [E:62| 400]: Train Loss:0.0016044, Val MRR:0.38747, icews14 +2023-05-11 00:24:45,426 - [INFO] - [E:62| 500]: Train Loss:0.0016054, Val MRR:0.38747, icews14 +2023-05-11 00:25:27,747 - [INFO] - [E:62| 600]: Train Loss:0.0016051, Val MRR:0.38747, icews14 +2023-05-11 00:26:20,659 - [INFO] - [E:62| 700]: Train Loss:0.0016051, Val MRR:0.38747, icews14 +2023-05-11 00:27:13,154 - [INFO] - [E:62| 800]: Train Loss:0.0016048, Val MRR:0.38747, icews14 +2023-05-11 00:28:05,251 - [INFO] - [E:62| 900]: Train Loss:0.0016047, Val MRR:0.38747, icews14 +2023-05-11 00:28:58,701 - [INFO] - [E:62| 1000]: Train Loss:0.0016049, Val MRR:0.38747, icews14 +2023-05-11 00:29:52,250 - [INFO] - [E:62| 1100]: Train Loss:0.0016051, Val MRR:0.38747, icews14 +2023-05-11 00:30:46,351 - [INFO] - [E:62| 1200]: Train Loss:0.0016055, Val MRR:0.38747, icews14 +2023-05-11 00:31:40,066 - [INFO] - [E:62| 1300]: Train Loss:0.0016058, Val MRR:0.38747, icews14 +2023-05-11 00:32:33,927 - [INFO] - [E:62| 1400]: Train Loss:0.0016062, Val MRR:0.38747, icews14 +2023-05-11 00:33:27,486 - [INFO] - [E:62| 1500]: Train Loss:0.0016065, Val MRR:0.38747, icews14 +2023-05-11 00:34:09,968 - [INFO] - [E:62| 1600]: Train Loss:0.0016065, Val MRR:0.38747, icews14 +2023-05-11 00:35:03,737 - [INFO] - [E:62| 1700]: Train Loss:0.0016064, Val MRR:0.38747, icews14 +2023-05-11 00:35:57,727 - [INFO] - [E:62| 1800]: Train Loss:0.0016063, Val MRR:0.38747, icews14 +2023-05-11 00:36:51,478 - [INFO] - [E:62| 1900]: Train Loss:0.0016065, Val MRR:0.38747, icews14 +2023-05-11 00:37:14,023 - [INFO] - [Epoch:62]: Training Loss:0.001606 + +2023-05-11 00:37:14,176 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 00:37:33,555 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 00:37:39,052 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 00:37:58,330 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 00:38:03,983 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.414, Head : 0.36391, Avg : 0.38896 + +2023-05-11 00:38:05,266 - [INFO] - [Epoch 62]: Training Loss: 0.0016064, Valid MRR: 0.38896, + + + +2023-05-11 00:38:06,013 - [INFO] - [E:63| 0]: Train Loss:0.0016383, Val MRR:0.38896, icews14 +2023-05-11 00:38:59,766 - [INFO] - [E:63| 100]: Train Loss:0.0016016, Val MRR:0.38896, icews14 +2023-05-11 00:39:52,883 - [INFO] - [E:63| 200]: Train Loss:0.0016013, Val MRR:0.38896, icews14 +2023-05-11 00:40:46,334 - [INFO] - [E:63| 300]: Train Loss:0.0016022, Val MRR:0.38896, icews14 +2023-05-11 00:41:40,699 - [INFO] - [E:63| 400]: Train Loss:0.0016015, Val MRR:0.38896, icews14 +2023-05-11 00:42:26,116 - [INFO] - [E:63| 500]: Train Loss:0.0016009, Val MRR:0.38896, icews14 +2023-05-11 00:43:17,073 - [INFO] - [E:63| 600]: Train Loss:0.0016003, Val MRR:0.38896, icews14 +2023-05-11 00:44:10,939 - [INFO] - [E:63| 700]: Train Loss:0.0016003, Val MRR:0.38896, icews14 +2023-05-11 00:45:04,734 - [INFO] - [E:63| 800]: Train Loss:0.0016008, Val MRR:0.38896, icews14 +2023-05-11 00:45:58,630 - [INFO] - [E:63| 900]: Train Loss:0.0016001, Val MRR:0.38896, icews14 +2023-05-11 00:46:53,123 - [INFO] - [E:63| 1000]: Train Loss:0.0016006, Val MRR:0.38896, icews14 +2023-05-11 00:47:47,502 - [INFO] - [E:63| 1100]: Train Loss:0.0016007, Val MRR:0.38896, icews14 +2023-05-11 00:48:41,450 - [INFO] - [E:63| 1200]: Train Loss:0.0016009, Val MRR:0.38896, icews14 +2023-05-11 00:49:30,356 - [INFO] - [E:63| 1300]: Train Loss:0.0016011, Val MRR:0.38896, icews14 +2023-05-11 00:50:24,331 - [INFO] - [E:63| 1400]: Train Loss:0.0016016, Val MRR:0.38896, icews14 +2023-05-11 00:51:13,989 - [INFO] - [E:63| 1500]: Train Loss:0.0016021, Val MRR:0.38896, icews14 +2023-05-11 00:52:01,200 - [INFO] - [E:63| 1600]: Train Loss:0.0016023, Val MRR:0.38896, icews14 +2023-05-11 00:52:55,567 - [INFO] - [E:63| 1700]: Train Loss:0.0016023, Val MRR:0.38896, icews14 +2023-05-11 00:53:49,526 - [INFO] - [E:63| 1800]: Train Loss:0.0016024, Val MRR:0.38896, icews14 +2023-05-11 00:54:43,436 - [INFO] - [E:63| 1900]: Train Loss:0.001603, Val MRR:0.38896, icews14 +2023-05-11 00:55:05,910 - [INFO] - [Epoch:63]: Training Loss:0.001603 + +2023-05-11 00:55:06,182 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 00:55:25,430 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 00:55:31,042 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 00:55:50,504 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 00:55:55,905 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.40848, Head : 0.36006, Avg : 0.38427 + +2023-05-11 00:55:55,905 - [INFO] - [Epoch 63]: Training Loss: 0.001603, Valid MRR: 0.38896, + + + +2023-05-11 00:55:56,640 - [INFO] - [E:64| 0]: Train Loss:0.0015972, Val MRR:0.38896, icews14 +2023-05-11 00:56:50,448 - [INFO] - [E:64| 100]: Train Loss:0.0015973, Val MRR:0.38896, icews14 +2023-05-11 00:57:44,062 - [INFO] - [E:64| 200]: Train Loss:0.0015962, Val MRR:0.38896, icews14 +2023-05-11 00:58:37,832 - [INFO] - [E:64| 300]: Train Loss:0.001596, Val MRR:0.38896, icews14 +2023-05-11 00:59:31,532 - [INFO] - [E:64| 400]: Train Loss:0.0015969, Val MRR:0.38896, icews14 +2023-05-11 01:00:14,563 - [INFO] - [E:64| 500]: Train Loss:0.001598, Val MRR:0.38896, icews14 +2023-05-11 01:01:08,388 - [INFO] - [E:64| 600]: Train Loss:0.0015973, Val MRR:0.38896, icews14 +2023-05-11 01:02:02,463 - [INFO] - [E:64| 700]: Train Loss:0.0015978, Val MRR:0.38896, icews14 +2023-05-11 01:02:56,386 - [INFO] - [E:64| 800]: Train Loss:0.0015987, Val MRR:0.38896, icews14 +2023-05-11 01:03:50,170 - [INFO] - [E:64| 900]: Train Loss:0.0015994, Val MRR:0.38896, icews14 +2023-05-11 01:04:43,891 - [INFO] - [E:64| 1000]: Train Loss:0.0015993, Val MRR:0.38896, icews14 +2023-05-11 01:05:37,715 - [INFO] - [E:64| 1100]: Train Loss:0.001599, Val MRR:0.38896, icews14 +2023-05-11 01:06:31,344 - [INFO] - [E:64| 1200]: Train Loss:0.0015992, Val MRR:0.38896, icews14 +2023-05-11 01:07:25,201 - [INFO] - [E:64| 1300]: Train Loss:0.0015991, Val MRR:0.38896, icews14 +2023-05-11 01:08:19,211 - [INFO] - [E:64| 1400]: Train Loss:0.0015993, Val MRR:0.38896, icews14 +2023-05-11 01:09:01,136 - [INFO] - [E:64| 1500]: Train Loss:0.0015992, Val MRR:0.38896, icews14 +2023-05-11 01:09:55,126 - [INFO] - [E:64| 1600]: Train Loss:0.0015994, Val MRR:0.38896, icews14 +2023-05-11 01:10:48,763 - [INFO] - [E:64| 1700]: Train Loss:0.0015993, Val MRR:0.38896, icews14 +2023-05-11 01:11:42,307 - [INFO] - [E:64| 1800]: Train Loss:0.0015994, Val MRR:0.38896, icews14 +2023-05-11 01:12:37,806 - [INFO] - [E:64| 1900]: Train Loss:0.0015995, Val MRR:0.38896, icews14 +2023-05-11 01:13:00,492 - [INFO] - [Epoch:64]: Training Loss:0.0016 + +2023-05-11 01:13:00,760 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 01:13:20,353 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 01:13:25,937 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 01:13:45,613 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 01:13:50,954 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.41052, Head : 0.35997, Avg : 0.38524 + +2023-05-11 01:13:50,954 - [INFO] - [Epoch 64]: Training Loss: 0.0015996, Valid MRR: 0.38896, + + + +2023-05-11 01:13:51,702 - [INFO] - [E:65| 0]: Train Loss:0.0015893, Val MRR:0.38896, icews14 +2023-05-11 01:14:45,571 - [INFO] - [E:65| 100]: Train Loss:0.0015961, Val MRR:0.38896, icews14 +2023-05-11 01:15:39,620 - [INFO] - [E:65| 200]: Train Loss:0.0015921, Val MRR:0.38896, icews14 +2023-05-11 01:16:33,434 - [INFO] - [E:65| 300]: Train Loss:0.0015932, Val MRR:0.38896, icews14 +2023-05-11 01:17:25,420 - [INFO] - [E:65| 400]: Train Loss:0.0015939, Val MRR:0.38896, icews14 +2023-05-11 01:18:10,406 - [INFO] - [E:65| 500]: Train Loss:0.001594, Val MRR:0.38896, icews14 +2023-05-11 01:19:04,357 - [INFO] - [E:65| 600]: Train Loss:0.0015937, Val MRR:0.38896, icews14 +2023-05-11 01:19:58,615 - [INFO] - [E:65| 700]: Train Loss:0.001594, Val MRR:0.38896, icews14 +2023-05-11 01:20:52,139 - [INFO] - [E:65| 800]: Train Loss:0.0015945, Val MRR:0.38896, icews14 +2023-05-11 01:21:45,634 - [INFO] - [E:65| 900]: Train Loss:0.0015948, Val MRR:0.38896, icews14 +2023-05-11 01:22:39,429 - [INFO] - [E:65| 1000]: Train Loss:0.0015948, Val MRR:0.38896, icews14 +2023-05-11 01:23:33,428 - [INFO] - [E:65| 1100]: Train Loss:0.0015947, Val MRR:0.38896, icews14 +2023-05-11 01:24:27,649 - [INFO] - [E:65| 1200]: Train Loss:0.0015948, Val MRR:0.38896, icews14 +2023-05-11 01:25:21,605 - [INFO] - [E:65| 1300]: Train Loss:0.0015948, Val MRR:0.38896, icews14 +2023-05-11 01:26:12,052 - [INFO] - [E:65| 1400]: Train Loss:0.0015949, Val MRR:0.38896, icews14 +2023-05-11 01:26:57,929 - [INFO] - [E:65| 1500]: Train Loss:0.0015953, Val MRR:0.38896, icews14 +2023-05-11 01:27:51,663 - [INFO] - [E:65| 1600]: Train Loss:0.0015954, Val MRR:0.38896, icews14 +2023-05-11 01:28:44,887 - [INFO] - [E:65| 1700]: Train Loss:0.0015955, Val MRR:0.38896, icews14 +2023-05-11 01:29:38,560 - [INFO] - [E:65| 1800]: Train Loss:0.0015956, Val MRR:0.38896, icews14 +2023-05-11 01:30:32,915 - [INFO] - [E:65| 1900]: Train Loss:0.0015959, Val MRR:0.38896, icews14 +2023-05-11 01:30:55,253 - [INFO] - [Epoch:65]: Training Loss:0.001596 + +2023-05-11 01:30:55,386 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 01:31:14,734 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 01:31:20,062 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 01:31:39,579 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 01:31:44,899 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.41933, Head : 0.36674, Avg : 0.39303 + +2023-05-11 01:31:46,165 - [INFO] - [Epoch 65]: Training Loss: 0.0015961, Valid MRR: 0.39303, + + + +2023-05-11 01:31:46,720 - [INFO] - [E:66| 0]: Train Loss:0.001583, Val MRR:0.39303, icews14 +2023-05-11 01:32:41,091 - [INFO] - [E:66| 100]: Train Loss:0.0015953, Val MRR:0.39303, icews14 +2023-05-11 01:33:34,619 - [INFO] - [E:66| 200]: Train Loss:0.001593, Val MRR:0.39303, icews14 +2023-05-11 01:34:28,919 - [INFO] - [E:66| 300]: Train Loss:0.0015927, Val MRR:0.39303, icews14 +2023-05-11 01:35:11,794 - [INFO] - [E:66| 400]: Train Loss:0.0015924, Val MRR:0.39303, icews14 +2023-05-11 01:36:06,378 - [INFO] - [E:66| 500]: Train Loss:0.0015924, Val MRR:0.39303, icews14 +2023-05-11 01:37:00,638 - [INFO] - [E:66| 600]: Train Loss:0.0015932, Val MRR:0.39303, icews14 +2023-05-11 01:37:54,287 - [INFO] - [E:66| 700]: Train Loss:0.0015928, Val MRR:0.39303, icews14 +2023-05-11 01:38:42,692 - [INFO] - [E:66| 800]: Train Loss:0.0015931, Val MRR:0.39303, icews14 +2023-05-11 01:39:36,580 - [INFO] - [E:66| 900]: Train Loss:0.0015934, Val MRR:0.39303, icews14 +2023-05-11 01:40:30,338 - [INFO] - [E:66| 1000]: Train Loss:0.0015931, Val MRR:0.39303, icews14 +2023-05-11 01:41:23,919 - [INFO] - [E:66| 1100]: Train Loss:0.0015931, Val MRR:0.39303, icews14 +2023-05-11 01:42:17,505 - [INFO] - [E:66| 1200]: Train Loss:0.0015935, Val MRR:0.39303, icews14 +2023-05-11 01:43:11,213 - [INFO] - [E:66| 1300]: Train Loss:0.0015932, Val MRR:0.39303, icews14 +2023-05-11 01:43:57,729 - [INFO] - [E:66| 1400]: Train Loss:0.0015935, Val MRR:0.39303, icews14 +2023-05-11 01:44:47,092 - [INFO] - [E:66| 1500]: Train Loss:0.0015934, Val MRR:0.39303, icews14 +2023-05-11 01:45:41,524 - [INFO] - [E:66| 1600]: Train Loss:0.0015932, Val MRR:0.39303, icews14 +2023-05-11 01:46:35,416 - [INFO] - [E:66| 1700]: Train Loss:0.0015931, Val MRR:0.39303, icews14 +2023-05-11 01:47:29,386 - [INFO] - [E:66| 1800]: Train Loss:0.0015935, Val MRR:0.39303, icews14 +2023-05-11 01:48:22,742 - [INFO] - [E:66| 1900]: Train Loss:0.0015936, Val MRR:0.39303, icews14 +2023-05-11 01:48:44,884 - [INFO] - [Epoch:66]: Training Loss:0.001594 + +2023-05-11 01:48:45,041 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 01:49:04,546 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 01:49:10,004 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 01:49:29,487 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 01:49:34,965 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.4167, Head : 0.36281, Avg : 0.38976 + +2023-05-11 01:49:34,966 - [INFO] - [Epoch 66]: Training Loss: 0.0015936, Valid MRR: 0.39303, + + + +2023-05-11 01:49:35,495 - [INFO] - [E:67| 0]: Train Loss:0.0015757, Val MRR:0.39303, icews14 +2023-05-11 01:50:29,884 - [INFO] - [E:67| 100]: Train Loss:0.0015949, Val MRR:0.39303, icews14 +2023-05-11 01:51:23,546 - [INFO] - [E:67| 200]: Train Loss:0.0015923, Val MRR:0.39303, icews14 +2023-05-11 01:52:17,522 - [INFO] - [E:67| 300]: Train Loss:0.0015913, Val MRR:0.39303, icews14 +2023-05-11 01:52:59,852 - [INFO] - [E:67| 400]: Train Loss:0.0015894, Val MRR:0.39303, icews14 +2023-05-11 01:53:53,952 - [INFO] - [E:67| 500]: Train Loss:0.0015892, Val MRR:0.39303, icews14 +2023-05-11 01:54:47,632 - [INFO] - [E:67| 600]: Train Loss:0.0015895, Val MRR:0.39303, icews14 +2023-05-11 01:55:41,184 - [INFO] - [E:67| 700]: Train Loss:0.0015896, Val MRR:0.39303, icews14 +2023-05-11 01:56:35,394 - [INFO] - [E:67| 800]: Train Loss:0.0015893, Val MRR:0.39303, icews14 +2023-05-11 01:57:27,988 - [INFO] - [E:67| 900]: Train Loss:0.001589, Val MRR:0.39303, icews14 +2023-05-11 01:58:20,308 - [INFO] - [E:67| 1000]: Train Loss:0.0015892, Val MRR:0.39303, icews14 +2023-05-11 01:59:12,673 - [INFO] - [E:67| 1100]: Train Loss:0.0015892, Val MRR:0.39303, icews14 +2023-05-11 02:00:06,140 - [INFO] - [E:67| 1200]: Train Loss:0.0015891, Val MRR:0.39303, icews14 +2023-05-11 02:00:59,786 - [INFO] - [E:67| 1300]: Train Loss:0.0015892, Val MRR:0.39303, icews14 +2023-05-11 02:01:43,168 - [INFO] - [E:67| 1400]: Train Loss:0.0015891, Val MRR:0.39303, icews14 +2023-05-11 02:02:37,033 - [INFO] - [E:67| 1500]: Train Loss:0.0015893, Val MRR:0.39303, icews14 +2023-05-11 02:03:31,011 - [INFO] - [E:67| 1600]: Train Loss:0.0015895, Val MRR:0.39303, icews14 +2023-05-11 02:04:25,078 - [INFO] - [E:67| 1700]: Train Loss:0.0015899, Val MRR:0.39303, icews14 +2023-05-11 02:05:18,473 - [INFO] - [E:67| 1800]: Train Loss:0.0015902, Val MRR:0.39303, icews14 +2023-05-11 02:06:12,149 - [INFO] - [E:67| 1900]: Train Loss:0.0015903, Val MRR:0.39303, icews14 +2023-05-11 02:06:34,640 - [INFO] - [Epoch:67]: Training Loss:0.00159 + +2023-05-11 02:06:34,795 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 02:06:53,478 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 02:06:59,184 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 02:07:18,338 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 02:07:23,538 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.4187, Head : 0.36597, Avg : 0.39233 + +2023-05-11 02:07:23,539 - [INFO] - [Epoch 67]: Training Loss: 0.0015902, Valid MRR: 0.39303, + + + +2023-05-11 02:07:23,944 - [INFO] - [E:68| 0]: Train Loss:0.0015777, Val MRR:0.39303, icews14 +2023-05-11 02:08:18,139 - [INFO] - [E:68| 100]: Train Loss:0.0015861, Val MRR:0.39303, icews14 +2023-05-11 02:09:12,815 - [INFO] - [E:68| 200]: Train Loss:0.0015871, Val MRR:0.39303, icews14 +2023-05-11 02:10:00,508 - [INFO] - [E:68| 300]: Train Loss:0.0015868, Val MRR:0.39303, icews14 +2023-05-11 02:10:49,850 - [INFO] - [E:68| 400]: Train Loss:0.0015868, Val MRR:0.39303, icews14 +2023-05-11 02:11:43,603 - [INFO] - [E:68| 500]: Train Loss:0.001586, Val MRR:0.39303, icews14 +2023-05-11 02:12:37,135 - [INFO] - [E:68| 600]: Train Loss:0.001586, Val MRR:0.39303, icews14 +2023-05-11 02:13:30,873 - [INFO] - [E:68| 700]: Train Loss:0.0015858, Val MRR:0.39303, icews14 +2023-05-11 02:14:24,329 - [INFO] - [E:68| 800]: Train Loss:0.0015861, Val MRR:0.39303, icews14 +2023-05-11 02:15:18,379 - [INFO] - [E:68| 900]: Train Loss:0.0015863, Val MRR:0.39303, icews14 +2023-05-11 02:16:12,121 - [INFO] - [E:68| 1000]: Train Loss:0.001586, Val MRR:0.39303, icews14 +2023-05-11 02:17:05,573 - [INFO] - [E:68| 1100]: Train Loss:0.0015857, Val MRR:0.39303, icews14 +2023-05-11 02:17:59,258 - [INFO] - [E:68| 1200]: Train Loss:0.0015857, Val MRR:0.39303, icews14 +2023-05-11 02:18:46,172 - [INFO] - [E:68| 1300]: Train Loss:0.0015862, Val MRR:0.39303, icews14 +2023-05-11 02:19:35,941 - [INFO] - [E:68| 1400]: Train Loss:0.0015863, Val MRR:0.39303, icews14 +2023-05-11 02:20:30,238 - [INFO] - [E:68| 1500]: Train Loss:0.0015865, Val MRR:0.39303, icews14 +2023-05-11 02:21:24,172 - [INFO] - [E:68| 1600]: Train Loss:0.0015868, Val MRR:0.39303, icews14 +2023-05-11 02:22:17,900 - [INFO] - [E:68| 1700]: Train Loss:0.0015871, Val MRR:0.39303, icews14 +2023-05-11 02:23:12,136 - [INFO] - [E:68| 1800]: Train Loss:0.0015872, Val MRR:0.39303, icews14 +2023-05-11 02:24:05,797 - [INFO] - [E:68| 1900]: Train Loss:0.0015873, Val MRR:0.39303, icews14 +2023-05-11 02:24:28,170 - [INFO] - [Epoch:68]: Training Loss:0.001587 + +2023-05-11 02:24:28,303 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 02:24:47,631 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 02:24:53,005 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 02:25:12,717 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 02:25:18,053 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.4196, Head : 0.3698, Avg : 0.3947 + +2023-05-11 02:25:19,428 - [INFO] - [Epoch 68]: Training Loss: 0.0015874, Valid MRR: 0.3947, + + + +2023-05-11 02:25:20,177 - [INFO] - [E:69| 0]: Train Loss:0.0016108, Val MRR:0.3947, icews14 +2023-05-11 02:26:08,786 - [INFO] - [E:69| 100]: Train Loss:0.0015814, Val MRR:0.3947, icews14 +2023-05-11 02:27:03,168 - [INFO] - [E:69| 200]: Train Loss:0.0015833, Val MRR:0.3947, icews14 +2023-05-11 02:27:46,263 - [INFO] - [E:69| 300]: Train Loss:0.0015842, Val MRR:0.3947, icews14 +2023-05-11 02:28:39,873 - [INFO] - [E:69| 400]: Train Loss:0.0015841, Val MRR:0.3947, icews14 +2023-05-11 02:29:33,511 - [INFO] - [E:69| 500]: Train Loss:0.0015838, Val MRR:0.3947, icews14 +2023-05-11 02:30:27,420 - [INFO] - [E:69| 600]: Train Loss:0.0015839, Val MRR:0.3947, icews14 +2023-05-11 02:31:21,585 - [INFO] - [E:69| 700]: Train Loss:0.001584, Val MRR:0.3947, icews14 +2023-05-11 02:32:15,373 - [INFO] - [E:69| 800]: Train Loss:0.0015843, Val MRR:0.3947, icews14 +2023-05-11 02:33:08,833 - [INFO] - [E:69| 900]: Train Loss:0.0015847, Val MRR:0.3947, icews14 +2023-05-11 02:34:02,459 - [INFO] - [E:69| 1000]: Train Loss:0.001585, Val MRR:0.3947, icews14 +2023-05-11 02:34:56,345 - [INFO] - [E:69| 1100]: Train Loss:0.001585, Val MRR:0.3947, icews14 +2023-05-11 02:35:49,635 - [INFO] - [E:69| 1200]: Train Loss:0.0015851, Val MRR:0.3947, icews14 +2023-05-11 02:36:32,401 - [INFO] - [E:69| 1300]: Train Loss:0.0015853, Val MRR:0.3947, icews14 +2023-05-11 02:37:25,550 - [INFO] - [E:69| 1400]: Train Loss:0.0015854, Val MRR:0.3947, icews14 +2023-05-11 02:38:19,153 - [INFO] - [E:69| 1500]: Train Loss:0.0015853, Val MRR:0.3947, icews14 +2023-05-11 02:39:12,555 - [INFO] - [E:69| 1600]: Train Loss:0.0015852, Val MRR:0.3947, icews14 +2023-05-11 02:40:06,282 - [INFO] - [E:69| 1700]: Train Loss:0.0015853, Val MRR:0.3947, icews14 +2023-05-11 02:41:00,369 - [INFO] - [E:69| 1800]: Train Loss:0.0015852, Val MRR:0.3947, icews14 +2023-05-11 02:41:54,176 - [INFO] - [E:69| 1900]: Train Loss:0.0015851, Val MRR:0.3947, icews14 +2023-05-11 02:42:16,483 - [INFO] - [Epoch:69]: Training Loss:0.001585 + +2023-05-11 02:42:16,615 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 02:42:35,903 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 02:42:41,259 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 02:43:00,768 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 02:43:06,080 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.42236, Head : 0.36864, Avg : 0.3955 + MR: Tail : 698.0, Head : 760.89, Avg : 729.45 + Hit-1: Tail : 0.33196, Head : 0.2794, Avg : 0.30568 + Hit-3: Tail : 0.47008, Head : 0.40939, Avg : 0.43974 + Hit-10: Tail : 0.59546, Head : 0.5406, Avg : 0.56803 +2023-05-11 02:43:07,429 - [INFO] - [Epoch 69]: Training Loss: 0.0015852, Valid MRR: 0.3955, + + + +2023-05-11 02:43:07,941 - [INFO] - [E:70| 0]: Train Loss:0.0016184, Val MRR:0.3955, icews14 +2023-05-11 02:44:01,839 - [INFO] - [E:70| 100]: Train Loss:0.0015835, Val MRR:0.3955, icews14 +2023-05-11 02:44:55,430 - [INFO] - [E:70| 200]: Train Loss:0.0015811, Val MRR:0.3955, icews14 +2023-05-11 02:45:37,303 - [INFO] - [E:70| 300]: Train Loss:0.0015802, Val MRR:0.3955, icews14 +2023-05-11 02:46:30,898 - [INFO] - [E:70| 400]: Train Loss:0.0015801, Val MRR:0.3955, icews14 +2023-05-11 02:47:25,097 - [INFO] - [E:70| 500]: Train Loss:0.0015798, Val MRR:0.3955, icews14 +2023-05-11 02:48:18,504 - [INFO] - [E:70| 600]: Train Loss:0.0015798, Val MRR:0.3955, icews14 +2023-05-11 02:49:12,227 - [INFO] - [E:70| 700]: Train Loss:0.0015802, Val MRR:0.3955, icews14 +2023-05-11 02:50:05,967 - [INFO] - [E:70| 800]: Train Loss:0.001581, Val MRR:0.3955, icews14 +2023-05-11 02:51:00,301 - [INFO] - [E:70| 900]: Train Loss:0.0015811, Val MRR:0.3955, icews14 +2023-05-11 02:51:54,066 - [INFO] - [E:70| 1000]: Train Loss:0.0015814, Val MRR:0.3955, icews14 +2023-05-11 02:52:47,775 - [INFO] - [E:70| 1100]: Train Loss:0.0015815, Val MRR:0.3955, icews14 +2023-05-11 02:53:41,483 - [INFO] - [E:70| 1200]: Train Loss:0.0015817, Val MRR:0.3955, icews14 +2023-05-11 02:54:24,401 - [INFO] - [E:70| 1300]: Train Loss:0.0015817, Val MRR:0.3955, icews14 +2023-05-11 02:55:19,102 - [INFO] - [E:70| 1400]: Train Loss:0.0015819, Val MRR:0.3955, icews14 +2023-05-11 02:56:12,569 - [INFO] - [E:70| 1500]: Train Loss:0.0015821, Val MRR:0.3955, icews14 +2023-05-11 02:57:06,275 - [INFO] - [E:70| 1600]: Train Loss:0.0015823, Val MRR:0.3955, icews14 +2023-05-11 02:58:00,449 - [INFO] - [E:70| 1700]: Train Loss:0.0015828, Val MRR:0.3955, icews14 +2023-05-11 02:58:53,958 - [INFO] - [E:70| 1800]: Train Loss:0.0015829, Val MRR:0.3955, icews14 +2023-05-11 02:59:47,777 - [INFO] - [E:70| 1900]: Train Loss:0.0015829, Val MRR:0.3955, icews14 +2023-05-11 03:00:10,597 - [INFO] - [Epoch:70]: Training Loss:0.001583 + +2023-05-11 03:00:10,868 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 03:00:30,180 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 03:00:35,784 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 03:00:54,934 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 03:01:00,184 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.42262, Head : 0.36889, Avg : 0.39575 + +2023-05-11 03:01:01,478 - [INFO] - [Epoch 70]: Training Loss: 0.0015829, Valid MRR: 0.39575, + + + +2023-05-11 03:01:02,059 - [INFO] - [E:71| 0]: Train Loss:0.0015559, Val MRR:0.39575, icews14 +2023-05-11 03:01:55,717 - [INFO] - [E:71| 100]: Train Loss:0.0015781, Val MRR:0.39575, icews14 +2023-05-11 03:02:41,825 - [INFO] - [E:71| 200]: Train Loss:0.0015772, Val MRR:0.39575, icews14 +2023-05-11 03:03:31,754 - [INFO] - [E:71| 300]: Train Loss:0.0015779, Val MRR:0.39575, icews14 +2023-05-11 03:04:26,409 - [INFO] - [E:71| 400]: Train Loss:0.0015791, Val MRR:0.39575, icews14 +2023-05-11 03:05:19,971 - [INFO] - [E:71| 500]: Train Loss:0.0015787, Val MRR:0.39575, icews14 +2023-05-11 03:06:14,353 - [INFO] - [E:71| 600]: Train Loss:0.0015787, Val MRR:0.39575, icews14 +2023-05-11 03:07:08,291 - [INFO] - [E:71| 700]: Train Loss:0.0015786, Val MRR:0.39575, icews14 +2023-05-11 03:08:02,199 - [INFO] - [E:71| 800]: Train Loss:0.0015789, Val MRR:0.39575, icews14 +2023-05-11 03:08:56,212 - [INFO] - [E:71| 900]: Train Loss:0.0015788, Val MRR:0.39575, icews14 +2023-05-11 03:09:50,587 - [INFO] - [E:71| 1000]: Train Loss:0.0015789, Val MRR:0.39575, icews14 +2023-05-11 03:10:44,262 - [INFO] - [E:71| 1100]: Train Loss:0.0015791, Val MRR:0.39575, icews14 +2023-05-11 03:11:29,359 - [INFO] - [E:71| 1200]: Train Loss:0.0015796, Val MRR:0.39575, icews14 +2023-05-11 03:12:21,571 - [INFO] - [E:71| 1300]: Train Loss:0.0015799, Val MRR:0.39575, icews14 +2023-05-11 03:13:15,938 - [INFO] - [E:71| 1400]: Train Loss:0.00158, Val MRR:0.39575, icews14 +2023-05-11 03:14:09,608 - [INFO] - [E:71| 1500]: Train Loss:0.0015799, Val MRR:0.39575, icews14 +2023-05-11 03:14:58,126 - [INFO] - [E:71| 1600]: Train Loss:0.0015801, Val MRR:0.39575, icews14 +2023-05-11 03:15:51,686 - [INFO] - [E:71| 1700]: Train Loss:0.0015801, Val MRR:0.39575, icews14 +2023-05-11 03:16:45,929 - [INFO] - [E:71| 1800]: Train Loss:0.0015803, Val MRR:0.39575, icews14 +2023-05-11 03:17:39,901 - [INFO] - [E:71| 1900]: Train Loss:0.0015806, Val MRR:0.39575, icews14 +2023-05-11 03:18:02,100 - [INFO] - [Epoch:71]: Training Loss:0.001581 + +2023-05-11 03:18:02,232 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 03:18:21,846 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 03:18:27,308 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 03:18:46,746 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 03:18:52,068 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.42139, Head : 0.36802, Avg : 0.39471 + +2023-05-11 03:18:52,069 - [INFO] - [Epoch 71]: Training Loss: 0.0015806, Valid MRR: 0.39575, + + + +2023-05-11 03:18:52,563 - [INFO] - [E:72| 0]: Train Loss:0.0016121, Val MRR:0.39575, icews14 +2023-05-11 03:19:46,192 - [INFO] - [E:72| 100]: Train Loss:0.0015775, Val MRR:0.39575, icews14 +2023-05-11 03:20:28,833 - [INFO] - [E:72| 200]: Train Loss:0.0015793, Val MRR:0.39575, icews14 +2023-05-11 03:21:23,019 - [INFO] - [E:72| 300]: Train Loss:0.0015773, Val MRR:0.39575, icews14 +2023-05-11 03:22:16,886 - [INFO] - [E:72| 400]: Train Loss:0.0015771, Val MRR:0.39575, icews14 +2023-05-11 03:23:10,474 - [INFO] - [E:72| 500]: Train Loss:0.0015767, Val MRR:0.39575, icews14 +2023-05-11 03:24:04,817 - [INFO] - [E:72| 600]: Train Loss:0.0015774, Val MRR:0.39575, icews14 +2023-05-11 03:24:57,832 - [INFO] - [E:72| 700]: Train Loss:0.0015779, Val MRR:0.39575, icews14 +2023-05-11 03:25:51,226 - [INFO] - [E:72| 800]: Train Loss:0.0015778, Val MRR:0.39575, icews14 +2023-05-11 03:26:44,983 - [INFO] - [E:72| 900]: Train Loss:0.0015775, Val MRR:0.39575, icews14 +2023-05-11 03:27:38,589 - [INFO] - [E:72| 1000]: Train Loss:0.0015773, Val MRR:0.39575, icews14 +2023-05-11 03:28:31,778 - [INFO] - [E:72| 1100]: Train Loss:0.0015774, Val MRR:0.39575, icews14 +2023-05-11 03:29:14,088 - [INFO] - [E:72| 1200]: Train Loss:0.0015775, Val MRR:0.39575, icews14 +2023-05-11 03:30:06,122 - [INFO] - [E:72| 1300]: Train Loss:0.0015778, Val MRR:0.39575, icews14 +2023-05-11 03:30:58,737 - [INFO] - [E:72| 1400]: Train Loss:0.0015778, Val MRR:0.39575, icews14 +2023-05-11 03:31:52,285 - [INFO] - [E:72| 1500]: Train Loss:0.0015782, Val MRR:0.39575, icews14 +2023-05-11 03:32:45,878 - [INFO] - [E:72| 1600]: Train Loss:0.0015782, Val MRR:0.39575, icews14 +2023-05-11 03:33:39,771 - [INFO] - [E:72| 1700]: Train Loss:0.0015784, Val MRR:0.39575, icews14 +2023-05-11 03:34:33,272 - [INFO] - [E:72| 1800]: Train Loss:0.0015784, Val MRR:0.39575, icews14 +2023-05-11 03:35:27,571 - [INFO] - [E:72| 1900]: Train Loss:0.0015784, Val MRR:0.39575, icews14 +2023-05-11 03:35:50,046 - [INFO] - [Epoch:72]: Training Loss:0.001578 + +2023-05-11 03:35:50,318 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 03:36:09,572 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 03:36:15,161 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 03:36:34,372 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 03:36:39,693 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.42138, Head : 0.3674, Avg : 0.39439 + +2023-05-11 03:36:39,694 - [INFO] - [Epoch 72]: Training Loss: 0.0015785, Valid MRR: 0.39575, + + + +2023-05-11 03:36:40,201 - [INFO] - [E:73| 0]: Train Loss:0.0015722, Val MRR:0.39575, icews14 +2023-05-11 03:37:32,049 - [INFO] - [E:73| 100]: Train Loss:0.0015769, Val MRR:0.39575, icews14 +2023-05-11 03:38:16,909 - [INFO] - [E:73| 200]: Train Loss:0.0015785, Val MRR:0.39575, icews14 +2023-05-11 03:39:10,985 - [INFO] - [E:73| 300]: Train Loss:0.0015767, Val MRR:0.39575, icews14 +2023-05-11 03:40:04,932 - [INFO] - [E:73| 400]: Train Loss:0.0015763, Val MRR:0.39575, icews14 +2023-05-11 03:40:58,540 - [INFO] - [E:73| 500]: Train Loss:0.0015762, Val MRR:0.39575, icews14 +2023-05-11 03:41:52,141 - [INFO] - [E:73| 600]: Train Loss:0.0015754, Val MRR:0.39575, icews14 +2023-05-11 03:42:46,463 - [INFO] - [E:73| 700]: Train Loss:0.0015754, Val MRR:0.39575, icews14 +2023-05-11 03:43:40,019 - [INFO] - [E:73| 800]: Train Loss:0.0015755, Val MRR:0.39575, icews14 +2023-05-11 03:44:34,068 - [INFO] - [E:73| 900]: Train Loss:0.0015752, Val MRR:0.39575, icews14 +2023-05-11 03:45:28,151 - [INFO] - [E:73| 1000]: Train Loss:0.0015754, Val MRR:0.39575, icews14 +2023-05-11 03:46:19,607 - [INFO] - [E:73| 1100]: Train Loss:0.0015753, Val MRR:0.39575, icews14 +2023-05-11 03:47:05,336 - [INFO] - [E:73| 1200]: Train Loss:0.0015755, Val MRR:0.39575, icews14 +2023-05-11 03:47:58,782 - [INFO] - [E:73| 1300]: Train Loss:0.0015754, Val MRR:0.39575, icews14 +2023-05-11 03:48:52,674 - [INFO] - [E:73| 1400]: Train Loss:0.0015752, Val MRR:0.39575, icews14 +2023-05-11 03:49:46,964 - [INFO] - [E:73| 1500]: Train Loss:0.0015753, Val MRR:0.39575, icews14 +2023-05-11 03:50:41,058 - [INFO] - [E:73| 1600]: Train Loss:0.0015755, Val MRR:0.39575, icews14 +2023-05-11 03:51:34,798 - [INFO] - [E:73| 1700]: Train Loss:0.0015758, Val MRR:0.39575, icews14 +2023-05-11 03:52:28,655 - [INFO] - [E:73| 1800]: Train Loss:0.001576, Val MRR:0.39575, icews14 +2023-05-11 03:53:22,640 - [INFO] - [E:73| 1900]: Train Loss:0.0015762, Val MRR:0.39575, icews14 +2023-05-11 03:53:44,838 - [INFO] - [Epoch:73]: Training Loss:0.001576 + +2023-05-11 03:53:44,991 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 03:54:04,587 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 03:54:10,041 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 03:54:29,596 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 03:54:35,004 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.42267, Head : 0.36762, Avg : 0.39515 + +2023-05-11 03:54:35,004 - [INFO] - [Epoch 73]: Training Loss: 0.0015762, Valid MRR: 0.39575, + + + +2023-05-11 03:54:35,492 - [INFO] - [E:74| 0]: Train Loss:0.001559, Val MRR:0.39575, icews14 +2023-05-11 03:55:18,917 - [INFO] - [E:74| 100]: Train Loss:0.0015724, Val MRR:0.39575, icews14 +2023-05-11 03:56:12,879 - [INFO] - [E:74| 200]: Train Loss:0.0015742, Val MRR:0.39575, icews14 +2023-05-11 03:57:06,697 - [INFO] - [E:74| 300]: Train Loss:0.0015744, Val MRR:0.39575, icews14 +2023-05-11 03:58:01,112 - [INFO] - [E:74| 400]: Train Loss:0.0015732, Val MRR:0.39575, icews14 +2023-05-11 03:58:54,995 - [INFO] - [E:74| 500]: Train Loss:0.0015729, Val MRR:0.39575, icews14 +2023-05-11 03:59:49,253 - [INFO] - [E:74| 600]: Train Loss:0.0015725, Val MRR:0.39575, icews14 +2023-05-11 04:00:43,880 - [INFO] - [E:74| 700]: Train Loss:0.0015729, Val MRR:0.39575, icews14 +2023-05-11 04:01:38,095 - [INFO] - [E:74| 800]: Train Loss:0.0015729, Val MRR:0.39575, icews14 +2023-05-11 04:02:32,338 - [INFO] - [E:74| 900]: Train Loss:0.0015736, Val MRR:0.39575, icews14 +2023-05-11 04:03:21,530 - [INFO] - [E:74| 1000]: Train Loss:0.0015732, Val MRR:0.39575, icews14 +2023-05-11 04:04:07,772 - [INFO] - [E:74| 1100]: Train Loss:0.0015736, Val MRR:0.39575, icews14 +2023-05-11 04:04:58,055 - [INFO] - [E:74| 1200]: Train Loss:0.0015735, Val MRR:0.39575, icews14 +2023-05-11 04:05:51,537 - [INFO] - [E:74| 1300]: Train Loss:0.0015738, Val MRR:0.39575, icews14 +2023-05-11 04:06:45,398 - [INFO] - [E:74| 1400]: Train Loss:0.0015737, Val MRR:0.39575, icews14 +2023-05-11 04:07:39,175 - [INFO] - [E:74| 1500]: Train Loss:0.0015738, Val MRR:0.39575, icews14 +2023-05-11 04:08:33,172 - [INFO] - [E:74| 1600]: Train Loss:0.0015737, Val MRR:0.39575, icews14 +2023-05-11 04:09:26,719 - [INFO] - [E:74| 1700]: Train Loss:0.0015738, Val MRR:0.39575, icews14 +2023-05-11 04:10:20,279 - [INFO] - [E:74| 1800]: Train Loss:0.0015742, Val MRR:0.39575, icews14 +2023-05-11 04:11:14,125 - [INFO] - [E:74| 1900]: Train Loss:0.0015744, Val MRR:0.39575, icews14 +2023-05-11 04:11:36,545 - [INFO] - [Epoch:74]: Training Loss:0.001574 + +2023-05-11 04:11:36,816 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 04:11:56,168 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 04:12:01,786 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 04:12:21,137 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 04:12:26,525 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.42398, Head : 0.36991, Avg : 0.39695 + +2023-05-11 04:12:27,883 - [INFO] - [Epoch 74]: Training Loss: 0.0015743, Valid MRR: 0.39695, + + + +2023-05-11 04:12:28,404 - [INFO] - [E:75| 0]: Train Loss:0.0015709, Val MRR:0.39695, icews14 +2023-05-11 04:13:10,357 - [INFO] - [E:75| 100]: Train Loss:0.0015718, Val MRR:0.39695, icews14 +2023-05-11 04:14:03,947 - [INFO] - [E:75| 200]: Train Loss:0.0015716, Val MRR:0.39695, icews14 +2023-05-11 04:14:58,617 - [INFO] - [E:75| 300]: Train Loss:0.0015731, Val MRR:0.39695, icews14 +2023-05-11 04:15:52,403 - [INFO] - [E:75| 400]: Train Loss:0.001573, Val MRR:0.39695, icews14 +2023-05-11 04:16:45,817 - [INFO] - [E:75| 500]: Train Loss:0.0015729, Val MRR:0.39695, icews14 +2023-05-11 04:17:39,622 - [INFO] - [E:75| 600]: Train Loss:0.0015722, Val MRR:0.39695, icews14 +2023-05-11 04:18:33,911 - [INFO] - [E:75| 700]: Train Loss:0.0015722, Val MRR:0.39695, icews14 +2023-05-11 04:19:27,573 - [INFO] - [E:75| 800]: Train Loss:0.0015724, Val MRR:0.39695, icews14 +2023-05-11 04:20:21,195 - [INFO] - [E:75| 900]: Train Loss:0.0015723, Val MRR:0.39695, icews14 +2023-05-11 04:21:15,268 - [INFO] - [E:75| 1000]: Train Loss:0.0015726, Val MRR:0.39695, icews14 +2023-05-11 04:21:58,426 - [INFO] - [E:75| 1100]: Train Loss:0.0015724, Val MRR:0.39695, icews14 +2023-05-11 04:22:52,045 - [INFO] - [E:75| 1200]: Train Loss:0.0015723, Val MRR:0.39695, icews14 +2023-05-11 04:23:45,809 - [INFO] - [E:75| 1300]: Train Loss:0.0015726, Val MRR:0.39695, icews14 +2023-05-11 04:24:39,518 - [INFO] - [E:75| 1400]: Train Loss:0.0015724, Val MRR:0.39695, icews14 +2023-05-11 04:25:33,538 - [INFO] - [E:75| 1500]: Train Loss:0.0015723, Val MRR:0.39695, icews14 +2023-05-11 04:26:26,850 - [INFO] - [E:75| 1600]: Train Loss:0.0015723, Val MRR:0.39695, icews14 +2023-05-11 04:27:21,123 - [INFO] - [E:75| 1700]: Train Loss:0.0015722, Val MRR:0.39695, icews14 +2023-05-11 04:28:15,581 - [INFO] - [E:75| 1800]: Train Loss:0.0015724, Val MRR:0.39695, icews14 +2023-05-11 04:29:09,529 - [INFO] - [E:75| 1900]: Train Loss:0.0015726, Val MRR:0.39695, icews14 +2023-05-11 04:29:31,947 - [INFO] - [Epoch:75]: Training Loss:0.001572 + +2023-05-11 04:29:32,099 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 04:29:51,433 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 04:29:57,037 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 04:30:13,874 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 04:30:16,893 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.42489, Head : 0.37478, Avg : 0.39983 + +2023-05-11 04:30:18,281 - [INFO] - [Epoch 75]: Training Loss: 0.0015725, Valid MRR: 0.39983, + + + +2023-05-11 04:30:18,626 - [INFO] - [E:76| 0]: Train Loss:0.001545, Val MRR:0.39983, icews14 +2023-05-11 04:31:06,375 - [INFO] - [E:76| 100]: Train Loss:0.0015686, Val MRR:0.39983, icews14 +2023-05-11 04:31:59,849 - [INFO] - [E:76| 200]: Train Loss:0.0015661, Val MRR:0.39983, icews14 +2023-05-11 04:32:53,430 - [INFO] - [E:76| 300]: Train Loss:0.0015668, Val MRR:0.39983, icews14 +2023-05-11 04:33:47,355 - [INFO] - [E:76| 400]: Train Loss:0.0015666, Val MRR:0.39983, icews14 +2023-05-11 04:34:41,122 - [INFO] - [E:76| 500]: Train Loss:0.0015676, Val MRR:0.39983, icews14 +2023-05-11 04:35:34,901 - [INFO] - [E:76| 600]: Train Loss:0.0015676, Val MRR:0.39983, icews14 +2023-05-11 04:36:28,369 - [INFO] - [E:76| 700]: Train Loss:0.001568, Val MRR:0.39983, icews14 +2023-05-11 04:37:23,069 - [INFO] - [E:76| 800]: Train Loss:0.0015683, Val MRR:0.39983, icews14 +2023-05-11 04:38:16,748 - [INFO] - [E:76| 900]: Train Loss:0.0015684, Val MRR:0.39983, icews14 +2023-05-11 04:39:05,010 - [INFO] - [E:76| 1000]: Train Loss:0.0015688, Val MRR:0.39983, icews14 +2023-05-11 04:39:54,064 - [INFO] - [E:76| 1100]: Train Loss:0.0015691, Val MRR:0.39983, icews14 +2023-05-11 04:40:48,297 - [INFO] - [E:76| 1200]: Train Loss:0.0015692, Val MRR:0.39983, icews14 +2023-05-11 04:41:41,954 - [INFO] - [E:76| 1300]: Train Loss:0.0015693, Val MRR:0.39983, icews14 +2023-05-11 04:42:35,234 - [INFO] - [E:76| 1400]: Train Loss:0.0015695, Val MRR:0.39983, icews14 +2023-05-11 04:43:28,857 - [INFO] - [E:76| 1500]: Train Loss:0.0015695, Val MRR:0.39983, icews14 +2023-05-11 04:44:22,727 - [INFO] - [E:76| 1600]: Train Loss:0.0015697, Val MRR:0.39983, icews14 +2023-05-11 04:45:16,544 - [INFO] - [E:76| 1700]: Train Loss:0.0015697, Val MRR:0.39983, icews14 +2023-05-11 04:46:10,514 - [INFO] - [E:76| 1800]: Train Loss:0.0015699, Val MRR:0.39983, icews14 +2023-05-11 04:47:04,212 - [INFO] - [E:76| 1900]: Train Loss:0.0015704, Val MRR:0.39983, icews14 +2023-05-11 04:47:26,424 - [INFO] - [Epoch:76]: Training Loss:0.00157 + +2023-05-11 04:47:26,576 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 04:47:44,622 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 04:47:47,746 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 04:47:58,620 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 04:48:01,645 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.42828, Head : 0.37382, Avg : 0.40105 + +2023-05-11 04:48:03,119 - [INFO] - [Epoch 76]: Training Loss: 0.0015704, Valid MRR: 0.40105, + + + +2023-05-11 04:48:03,840 - [INFO] - [E:77| 0]: Train Loss:0.0015354, Val MRR:0.40105, icews14 +2023-05-11 04:48:57,740 - [INFO] - [E:77| 100]: Train Loss:0.0015659, Val MRR:0.40105, icews14 +2023-05-11 04:49:51,990 - [INFO] - [E:77| 200]: Train Loss:0.0015667, Val MRR:0.40105, icews14 +2023-05-11 04:50:45,999 - [INFO] - [E:77| 300]: Train Loss:0.0015656, Val MRR:0.40105, icews14 +2023-05-11 04:51:37,491 - [INFO] - [E:77| 400]: Train Loss:0.0015669, Val MRR:0.40105, icews14 +2023-05-11 04:52:27,764 - [INFO] - [E:77| 500]: Train Loss:0.0015675, Val MRR:0.40105, icews14 +2023-05-11 04:53:21,173 - [INFO] - [E:77| 600]: Train Loss:0.0015673, Val MRR:0.40105, icews14 +2023-05-11 04:54:15,258 - [INFO] - [E:77| 700]: Train Loss:0.0015679, Val MRR:0.40105, icews14 +2023-05-11 04:55:09,238 - [INFO] - [E:77| 800]: Train Loss:0.0015678, Val MRR:0.40105, icews14 +2023-05-11 04:56:03,102 - [INFO] - [E:77| 900]: Train Loss:0.0015678, Val MRR:0.40105, icews14 +2023-05-11 04:56:49,652 - [INFO] - [E:77| 1000]: Train Loss:0.001568, Val MRR:0.40105, icews14 +2023-05-11 04:57:39,338 - [INFO] - [E:77| 1100]: Train Loss:0.0015683, Val MRR:0.40105, icews14 +2023-05-11 04:58:33,274 - [INFO] - [E:77| 1200]: Train Loss:0.0015685, Val MRR:0.40105, icews14 +2023-05-11 04:59:26,563 - [INFO] - [E:77| 1300]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:00:18,617 - [INFO] - [E:77| 1400]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:01:11,180 - [INFO] - [E:77| 1500]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:02:02,765 - [INFO] - [E:77| 1600]: Train Loss:0.001569, Val MRR:0.40105, icews14 +2023-05-11 05:02:56,615 - [INFO] - [E:77| 1700]: Train Loss:0.0015687, Val MRR:0.40105, icews14 +2023-05-11 05:03:50,311 - [INFO] - [E:77| 1800]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:04:44,127 - [INFO] - [E:77| 1900]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:05:07,063 - [INFO] - [Epoch:77]: Training Loss:0.001569 + +2023-05-11 05:05:07,208 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 05:05:21,147 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 05:05:28,479 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 05:05:58,401 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 05:06:06,944 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.42856, Head : 0.37528, Avg : 0.40192 + +2023-05-11 05:06:08,257 - [INFO] - [Epoch 77]: Training Loss: 0.0015688, Valid MRR: 0.40192, + + + +2023-05-11 05:06:09,117 - [INFO] - [E:78| 0]: Train Loss:0.0015799, Val MRR:0.40192, icews14 +2023-05-11 05:07:10,734 - [INFO] - [E:78| 100]: Train Loss:0.0015635, Val MRR:0.40192, icews14 +2023-05-11 05:08:04,864 - [INFO] - [E:78| 200]: Train Loss:0.0015637, Val MRR:0.40192, icews14 +2023-05-11 05:08:59,280 - [INFO] - [E:78| 300]: Train Loss:0.0015638, Val MRR:0.40192, icews14 +2023-05-11 05:09:52,883 - [INFO] - [E:78| 400]: Train Loss:0.001565, Val MRR:0.40192, icews14 +2023-05-11 05:10:46,682 - [INFO] - [E:78| 500]: Train Loss:0.0015655, Val MRR:0.40192, icews14 +2023-05-11 05:12:08,056 - [INFO] - [E:78| 600]: Train Loss:0.0015661, Val MRR:0.40192, icews14 +2023-05-11 05:13:29,929 - [INFO] - [E:78| 700]: Train Loss:0.001567, Val MRR:0.40192, icews14 +2023-05-11 05:14:29,139 - [INFO] - [E:78| 800]: Train Loss:0.0015668, Val MRR:0.40192, icews14 +2023-05-11 05:15:22,747 - [INFO] - [E:78| 900]: Train Loss:0.0015671, Val MRR:0.40192, icews14 +2023-05-11 05:16:31,528 - [INFO] - [E:78| 1000]: Train Loss:0.0015669, Val MRR:0.40192, icews14 +2023-05-11 05:17:29,715 - [INFO] - [E:78| 1100]: Train Loss:0.0015663, Val MRR:0.40192, icews14 +2023-05-11 05:18:23,890 - [INFO] - [E:78| 1200]: Train Loss:0.001566, Val MRR:0.40192, icews14 +2023-05-11 05:19:17,537 - [INFO] - [E:78| 1300]: Train Loss:0.0015659, Val MRR:0.40192, icews14 +2023-05-11 05:20:11,336 - [INFO] - [E:78| 1400]: Train Loss:0.0015662, Val MRR:0.40192, icews14 +2023-05-11 05:21:05,138 - [INFO] - [E:78| 1500]: Train Loss:0.0015664, Val MRR:0.40192, icews14 +2023-05-11 05:21:59,113 - [INFO] - [E:78| 1600]: Train Loss:0.0015668, Val MRR:0.40192, icews14 +2023-05-11 05:22:52,456 - [INFO] - [E:78| 1700]: Train Loss:0.0015669, Val MRR:0.40192, icews14 +2023-05-11 05:23:46,308 - [INFO] - [E:78| 1800]: Train Loss:0.0015671, Val MRR:0.40192, icews14 +2023-05-11 05:24:40,237 - [INFO] - [E:78| 1900]: Train Loss:0.0015672, Val MRR:0.40192, icews14 +2023-05-11 05:24:56,491 - [INFO] - [Epoch:78]: Training Loss:0.001567 + +2023-05-11 05:24:56,602 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 05:25:09,233 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 05:25:14,772 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 05:25:33,814 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 05:25:39,260 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.43001, Head : 0.37754, Avg : 0.40377 + +2023-05-11 05:25:40,550 - [INFO] - [Epoch 78]: Training Loss: 0.0015671, Valid MRR: 0.40377, + + + +2023-05-11 05:25:41,275 - [INFO] - [E:79| 0]: Train Loss:0.0015481, Val MRR:0.40377, icews14 +2023-05-11 05:26:35,071 - [INFO] - [E:79| 100]: Train Loss:0.0015617, Val MRR:0.40377, icews14 +2023-05-11 05:27:28,684 - [INFO] - [E:79| 200]: Train Loss:0.001562, Val MRR:0.40377, icews14 +2023-05-11 05:28:22,675 - [INFO] - [E:79| 300]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 05:29:16,488 - [INFO] - [E:79| 400]: Train Loss:0.0015635, Val MRR:0.40377, icews14 +2023-05-11 05:30:10,330 - [INFO] - [E:79| 500]: Train Loss:0.0015639, Val MRR:0.40377, icews14 +2023-05-11 05:31:04,129 - [INFO] - [E:79| 600]: Train Loss:0.001564, Val MRR:0.40377, icews14 +2023-05-11 05:31:58,391 - [INFO] - [E:79| 700]: Train Loss:0.0015645, Val MRR:0.40377, icews14 +2023-05-11 05:32:52,358 - [INFO] - [E:79| 800]: Train Loss:0.0015647, Val MRR:0.40377, icews14 +2023-05-11 05:33:41,007 - [INFO] - [E:79| 900]: Train Loss:0.0015649, Val MRR:0.40377, icews14 +2023-05-11 05:34:29,335 - [INFO] - [E:79| 1000]: Train Loss:0.001565, Val MRR:0.40377, icews14 +2023-05-11 05:35:22,967 - [INFO] - [E:79| 1100]: Train Loss:0.0015647, Val MRR:0.40377, icews14 +2023-05-11 05:36:16,511 - [INFO] - [E:79| 1200]: Train Loss:0.0015647, Val MRR:0.40377, icews14 +2023-05-11 05:37:10,844 - [INFO] - [E:79| 1300]: Train Loss:0.0015647, Val MRR:0.40377, icews14 +2023-05-11 05:38:04,491 - [INFO] - [E:79| 1400]: Train Loss:0.0015645, Val MRR:0.40377, icews14 +2023-05-11 05:38:58,457 - [INFO] - [E:79| 1500]: Train Loss:0.0015649, Val MRR:0.40377, icews14 +2023-05-11 05:39:52,144 - [INFO] - [E:79| 1600]: Train Loss:0.0015648, Val MRR:0.40377, icews14 +2023-05-11 05:40:46,875 - [INFO] - [E:79| 1700]: Train Loss:0.0015649, Val MRR:0.40377, icews14 +2023-05-11 05:41:40,645 - [INFO] - [E:79| 1800]: Train Loss:0.0015653, Val MRR:0.40377, icews14 +2023-05-11 05:42:27,537 - [INFO] - [E:79| 1900]: Train Loss:0.0015653, Val MRR:0.40377, icews14 +2023-05-11 05:42:41,580 - [INFO] - [Epoch:79]: Training Loss:0.001565 + +2023-05-11 05:42:41,691 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 05:42:58,511 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 05:43:03,983 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 05:43:23,513 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 05:43:28,894 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.42747, Head : 0.37601, Avg : 0.40174 + MR: Tail : 723.41, Head : 791.73, Avg : 757.57 + Hit-1: Tail : 0.339, Head : 0.28875, Avg : 0.31387 + Hit-3: Tail : 0.47336, Head : 0.41753, Avg : 0.44544 + Hit-10: Tail : 0.59534, Head : 0.54291, Avg : 0.56912 +2023-05-11 05:43:28,895 - [INFO] - [Epoch 79]: Training Loss: 0.0015654, Valid MRR: 0.40377, + + + +2023-05-11 05:43:29,392 - [INFO] - [E:80| 0]: Train Loss:0.0015726, Val MRR:0.40377, icews14 +2023-05-11 05:44:23,294 - [INFO] - [E:80| 100]: Train Loss:0.0015663, Val MRR:0.40377, icews14 +2023-05-11 05:45:16,698 - [INFO] - [E:80| 200]: Train Loss:0.0015629, Val MRR:0.40377, icews14 +2023-05-11 05:46:10,264 - [INFO] - [E:80| 300]: Train Loss:0.0015624, Val MRR:0.40377, icews14 +2023-05-11 05:47:03,842 - [INFO] - [E:80| 400]: Train Loss:0.0015628, Val MRR:0.40377, icews14 +2023-05-11 05:47:57,598 - [INFO] - [E:80| 500]: Train Loss:0.0015621, Val MRR:0.40377, icews14 +2023-05-11 05:48:50,865 - [INFO] - [E:80| 600]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 05:49:44,065 - [INFO] - [E:80| 700]: Train Loss:0.0015629, Val MRR:0.40377, icews14 +2023-05-11 05:50:37,515 - [INFO] - [E:80| 800]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 05:51:22,197 - [INFO] - [E:80| 900]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 05:52:13,599 - [INFO] - [E:80| 1000]: Train Loss:0.0015628, Val MRR:0.40377, icews14 +2023-05-11 05:53:07,330 - [INFO] - [E:80| 1100]: Train Loss:0.0015629, Val MRR:0.40377, icews14 +2023-05-11 05:54:00,983 - [INFO] - [E:80| 1200]: Train Loss:0.0015633, Val MRR:0.40377, icews14 +2023-05-11 05:54:54,977 - [INFO] - [E:80| 1300]: Train Loss:0.0015631, Val MRR:0.40377, icews14 +2023-05-11 05:55:48,717 - [INFO] - [E:80| 1400]: Train Loss:0.0015632, Val MRR:0.40377, icews14 +2023-05-11 05:56:43,212 - [INFO] - [E:80| 1500]: Train Loss:0.0015634, Val MRR:0.40377, icews14 +2023-05-11 05:57:38,192 - [INFO] - [E:80| 1600]: Train Loss:0.0015634, Val MRR:0.40377, icews14 +2023-05-11 05:58:31,775 - [INFO] - [E:80| 1700]: Train Loss:0.0015636, Val MRR:0.40377, icews14 +2023-05-11 05:59:26,015 - [INFO] - [E:80| 1800]: Train Loss:0.0015639, Val MRR:0.40377, icews14 +2023-05-11 06:00:08,736 - [INFO] - [E:80| 1900]: Train Loss:0.001564, Val MRR:0.40377, icews14 +2023-05-11 06:00:31,424 - [INFO] - [Epoch:80]: Training Loss:0.001564 + +2023-05-11 06:00:31,575 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 06:00:50,950 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 06:00:56,583 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 06:01:15,939 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 06:01:21,183 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.42932, Head : 0.3759, Avg : 0.40261 + +2023-05-11 06:01:21,183 - [INFO] - [Epoch 80]: Training Loss: 0.0015641, Valid MRR: 0.40377, + + + +2023-05-11 06:01:21,815 - [INFO] - [E:81| 0]: Train Loss:0.0015652, Val MRR:0.40377, icews14 +2023-05-11 06:02:15,700 - [INFO] - [E:81| 100]: Train Loss:0.0015604, Val MRR:0.40377, icews14 +2023-05-11 06:03:09,775 - [INFO] - [E:81| 200]: Train Loss:0.0015611, Val MRR:0.40377, icews14 +2023-05-11 06:04:02,917 - [INFO] - [E:81| 300]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:04:56,297 - [INFO] - [E:81| 400]: Train Loss:0.0015613, Val MRR:0.40377, icews14 +2023-05-11 06:05:50,325 - [INFO] - [E:81| 500]: Train Loss:0.0015619, Val MRR:0.40377, icews14 +2023-05-11 06:06:43,534 - [INFO] - [E:81| 600]: Train Loss:0.0015622, Val MRR:0.40377, icews14 +2023-05-11 06:07:36,776 - [INFO] - [E:81| 700]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:08:30,303 - [INFO] - [E:81| 800]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:09:12,657 - [INFO] - [E:81| 900]: Train Loss:0.0015622, Val MRR:0.40377, icews14 +2023-05-11 06:10:05,999 - [INFO] - [E:81| 1000]: Train Loss:0.0015623, Val MRR:0.40377, icews14 +2023-05-11 06:10:59,781 - [INFO] - [E:81| 1100]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 06:11:53,315 - [INFO] - [E:81| 1200]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 06:12:46,907 - [INFO] - [E:81| 1300]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 06:13:40,619 - [INFO] - [E:81| 1400]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:14:34,638 - [INFO] - [E:81| 1500]: Train Loss:0.0015626, Val MRR:0.40377, icews14 +2023-05-11 06:15:28,451 - [INFO] - [E:81| 1600]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:16:22,185 - [INFO] - [E:81| 1700]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:17:15,108 - [INFO] - [E:81| 1800]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:17:58,059 - [INFO] - [E:81| 1900]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 06:18:20,457 - [INFO] - [Epoch:81]: Training Loss:0.001563 + +2023-05-11 06:18:20,615 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 06:18:39,781 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 06:18:45,426 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 06:19:04,768 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 06:19:10,051 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.42922, Head : 0.37571, Avg : 0.40247 + +2023-05-11 06:19:10,052 - [INFO] - [Epoch 81]: Training Loss: 0.0015628, Valid MRR: 0.40377, + + + +2023-05-11 06:19:10,583 - [INFO] - [E:82| 0]: Train Loss:0.0015377, Val MRR:0.40377, icews14 +2023-05-11 06:20:04,773 - [INFO] - [E:82| 100]: Train Loss:0.0015571, Val MRR:0.40377, icews14 +2023-05-11 06:20:58,162 - [INFO] - [E:82| 200]: Train Loss:0.0015593, Val MRR:0.40377, icews14 +2023-05-11 06:21:51,820 - [INFO] - [E:82| 300]: Train Loss:0.0015581, Val MRR:0.40377, icews14 +2023-05-11 06:22:45,401 - [INFO] - [E:82| 400]: Train Loss:0.0015581, Val MRR:0.40377, icews14 +2023-05-11 06:23:39,320 - [INFO] - [E:82| 500]: Train Loss:0.0015587, Val MRR:0.40377, icews14 +2023-05-11 06:24:33,324 - [INFO] - [E:82| 600]: Train Loss:0.001559, Val MRR:0.40377, icews14 +2023-05-11 06:25:27,010 - [INFO] - [E:82| 700]: Train Loss:0.0015591, Val MRR:0.40377, icews14 +2023-05-11 06:26:11,540 - [INFO] - [E:82| 800]: Train Loss:0.0015597, Val MRR:0.40377, icews14 +2023-05-11 06:27:02,908 - [INFO] - [E:82| 900]: Train Loss:0.0015602, Val MRR:0.40377, icews14 +2023-05-11 06:27:56,496 - [INFO] - [E:82| 1000]: Train Loss:0.0015604, Val MRR:0.40377, icews14 +2023-05-11 06:28:50,172 - [INFO] - [E:82| 1100]: Train Loss:0.0015604, Val MRR:0.40377, icews14 +2023-05-11 06:29:43,935 - [INFO] - [E:82| 1200]: Train Loss:0.0015605, Val MRR:0.40377, icews14 +2023-05-11 06:30:32,640 - [INFO] - [E:82| 1300]: Train Loss:0.0015605, Val MRR:0.40377, icews14 +2023-05-11 06:31:25,478 - [INFO] - [E:82| 1400]: Train Loss:0.0015609, Val MRR:0.40377, icews14 +2023-05-11 06:32:17,671 - [INFO] - [E:82| 1500]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:33:09,710 - [INFO] - [E:82| 1600]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:34:02,527 - [INFO] - [E:82| 1700]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:34:45,412 - [INFO] - [E:82| 1800]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:35:38,343 - [INFO] - [E:82| 1900]: Train Loss:0.0015611, Val MRR:0.40377, icews14 +2023-05-11 06:36:00,562 - [INFO] - [Epoch:82]: Training Loss:0.001561 + +2023-05-11 06:36:00,695 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 06:36:20,081 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 06:36:25,461 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 06:36:45,141 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 06:36:50,423 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.42795, Head : 0.37211, Avg : 0.40003 + +2023-05-11 06:36:50,423 - [INFO] - [Epoch 82]: Training Loss: 0.0015611, Valid MRR: 0.40377, + + + +2023-05-11 06:36:50,931 - [INFO] - [E:83| 0]: Train Loss:0.0015399, Val MRR:0.40377, icews14 +2023-05-11 06:37:44,644 - [INFO] - [E:83| 100]: Train Loss:0.0015609, Val MRR:0.40377, icews14 +2023-05-11 06:38:38,244 - [INFO] - [E:83| 200]: Train Loss:0.0015608, Val MRR:0.40377, icews14 +2023-05-11 06:39:31,164 - [INFO] - [E:83| 300]: Train Loss:0.0015591, Val MRR:0.40377, icews14 +2023-05-11 06:40:24,157 - [INFO] - [E:83| 400]: Train Loss:0.0015584, Val MRR:0.40377, icews14 +2023-05-11 06:41:17,424 - [INFO] - [E:83| 500]: Train Loss:0.0015585, Val MRR:0.40377, icews14 +2023-05-11 06:42:10,831 - [INFO] - [E:83| 600]: Train Loss:0.001559, Val MRR:0.40377, icews14 +2023-05-11 06:43:04,216 - [INFO] - [E:83| 700]: Train Loss:0.001559, Val MRR:0.40377, icews14 +2023-05-11 06:43:46,414 - [INFO] - [E:83| 800]: Train Loss:0.0015592, Val MRR:0.40377, icews14 +2023-05-11 06:44:39,989 - [INFO] - [E:83| 900]: Train Loss:0.0015594, Val MRR:0.40377, icews14 +2023-05-11 06:45:33,112 - [INFO] - [E:83| 1000]: Train Loss:0.0015593, Val MRR:0.40377, icews14 +2023-05-11 06:46:26,475 - [INFO] - [E:83| 1100]: Train Loss:0.0015592, Val MRR:0.40377, icews14 +2023-05-11 06:47:20,274 - [INFO] - [E:83| 1200]: Train Loss:0.0015595, Val MRR:0.40377, icews14 +2023-05-11 06:48:13,935 - [INFO] - [E:83| 1300]: Train Loss:0.0015597, Val MRR:0.40377, icews14 +2023-05-11 06:49:07,082 - [INFO] - [E:83| 1400]: Train Loss:0.0015598, Val MRR:0.40377, icews14 +2023-05-11 06:50:00,849 - [INFO] - [E:83| 1500]: Train Loss:0.0015598, Val MRR:0.40377, icews14 +2023-05-11 06:50:55,308 - [INFO] - [E:83| 1600]: Train Loss:0.0015599, Val MRR:0.40377, icews14 +2023-05-11 06:51:49,482 - [INFO] - [E:83| 1700]: Train Loss:0.0015598, Val MRR:0.40377, icews14 +2023-05-11 06:52:32,051 - [INFO] - [E:83| 1800]: Train Loss:0.0015598, Val MRR:0.40377, icews14 +2023-05-11 06:53:25,766 - [INFO] - [E:83| 1900]: Train Loss:0.0015597, Val MRR:0.40377, icews14 +2023-05-11 06:53:47,811 - [INFO] - [Epoch:83]: Training Loss:0.00156 + +2023-05-11 06:53:47,944 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 06:54:07,578 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 06:54:12,993 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 06:54:32,219 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 06:54:37,967 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.4297, Head : 0.37869, Avg : 0.40419 + +2023-05-11 06:54:39,260 - [INFO] - [Epoch 83]: Training Loss: 0.0015598, Valid MRR: 0.40419, + + + +2023-05-11 06:54:39,763 - [INFO] - [E:84| 0]: Train Loss:0.001542, Val MRR:0.40419, icews14 +2023-05-11 06:55:33,325 - [INFO] - [E:84| 100]: Train Loss:0.0015558, Val MRR:0.40419, icews14 +2023-05-11 06:56:26,545 - [INFO] - [E:84| 200]: Train Loss:0.0015571, Val MRR:0.40419, icews14 +2023-05-11 06:57:20,072 - [INFO] - [E:84| 300]: Train Loss:0.0015579, Val MRR:0.40419, icews14 +2023-05-11 06:58:13,923 - [INFO] - [E:84| 400]: Train Loss:0.001558, Val MRR:0.40419, icews14 +2023-05-11 06:59:07,419 - [INFO] - [E:84| 500]: Train Loss:0.0015587, Val MRR:0.40419, icews14 +2023-05-11 07:00:00,808 - [INFO] - [E:84| 600]: Train Loss:0.0015585, Val MRR:0.40419, icews14 +2023-05-11 07:00:45,692 - [INFO] - [E:84| 700]: Train Loss:0.0015584, Val MRR:0.40419, icews14 +2023-05-11 07:01:36,458 - [INFO] - [E:84| 800]: Train Loss:0.0015584, Val MRR:0.40419, icews14 +2023-05-11 07:02:29,873 - [INFO] - [E:84| 900]: Train Loss:0.0015588, Val MRR:0.40419, icews14 +2023-05-11 07:03:23,267 - [INFO] - [E:84| 1000]: Train Loss:0.0015586, Val MRR:0.40419, icews14 +2023-05-11 07:04:16,689 - [INFO] - [E:84| 1100]: Train Loss:0.0015583, Val MRR:0.40419, icews14 +2023-05-11 07:05:10,141 - [INFO] - [E:84| 1200]: Train Loss:0.0015584, Val MRR:0.40419, icews14 +2023-05-11 07:06:03,819 - [INFO] - [E:84| 1300]: Train Loss:0.0015587, Val MRR:0.40419, icews14 +2023-05-11 07:06:57,925 - [INFO] - [E:84| 1400]: Train Loss:0.0015587, Val MRR:0.40419, icews14 +2023-05-11 07:07:51,282 - [INFO] - [E:84| 1500]: Train Loss:0.0015585, Val MRR:0.40419, icews14 +2023-05-11 07:08:44,486 - [INFO] - [E:84| 1600]: Train Loss:0.0015584, Val MRR:0.40419, icews14 +2023-05-11 07:09:28,285 - [INFO] - [E:84| 1700]: Train Loss:0.0015583, Val MRR:0.40419, icews14 +2023-05-11 07:10:20,548 - [INFO] - [E:84| 1800]: Train Loss:0.0015585, Val MRR:0.40419, icews14 +2023-05-11 07:11:13,851 - [INFO] - [E:84| 1900]: Train Loss:0.0015587, Val MRR:0.40419, icews14 +2023-05-11 07:11:36,210 - [INFO] - [Epoch:84]: Training Loss:0.001559 + +2023-05-11 07:11:36,365 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 07:11:55,606 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 07:12:01,015 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 07:12:20,472 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 07:12:25,731 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.43165, Head : 0.38003, Avg : 0.40584 + +2023-05-11 07:12:27,023 - [INFO] - [Epoch 84]: Training Loss: 0.0015587, Valid MRR: 0.40584, + + + +2023-05-11 07:12:27,725 - [INFO] - [E:85| 0]: Train Loss:0.0015341, Val MRR:0.40584, icews14 +2023-05-11 07:13:21,486 - [INFO] - [E:85| 100]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:14:14,930 - [INFO] - [E:85| 200]: Train Loss:0.0015581, Val MRR:0.40584, icews14 +2023-05-11 07:15:09,106 - [INFO] - [E:85| 300]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:16:02,493 - [INFO] - [E:85| 400]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:16:56,353 - [INFO] - [E:85| 500]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:17:50,051 - [INFO] - [E:85| 600]: Train Loss:0.0015569, Val MRR:0.40584, icews14 +2023-05-11 07:18:27,351 - [INFO] - [E:85| 700]: Train Loss:0.0015571, Val MRR:0.40584, icews14 +2023-05-11 07:19:21,088 - [INFO] - [E:85| 800]: Train Loss:0.0015568, Val MRR:0.40584, icews14 +2023-05-11 07:20:14,421 - [INFO] - [E:85| 900]: Train Loss:0.0015572, Val MRR:0.40584, icews14 +2023-05-11 07:21:07,757 - [INFO] - [E:85| 1000]: Train Loss:0.0015571, Val MRR:0.40584, icews14 +2023-05-11 07:22:01,300 - [INFO] - [E:85| 1100]: Train Loss:0.0015575, Val MRR:0.40584, icews14 +2023-05-11 07:22:54,622 - [INFO] - [E:85| 1200]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:23:47,862 - [INFO] - [E:85| 1300]: Train Loss:0.0015571, Val MRR:0.40584, icews14 +2023-05-11 07:24:41,739 - [INFO] - [E:85| 1400]: Train Loss:0.0015575, Val MRR:0.40584, icews14 +2023-05-11 07:25:35,684 - [INFO] - [E:85| 1500]: Train Loss:0.0015575, Val MRR:0.40584, icews14 +2023-05-11 07:26:29,169 - [INFO] - [E:85| 1600]: Train Loss:0.0015574, Val MRR:0.40584, icews14 +2023-05-11 07:27:11,633 - [INFO] - [E:85| 1700]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:28:04,752 - [INFO] - [E:85| 1800]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:28:58,336 - [INFO] - [E:85| 1900]: Train Loss:0.0015574, Val MRR:0.40584, icews14 +2023-05-11 07:29:20,764 - [INFO] - [Epoch:85]: Training Loss:0.001557 + +2023-05-11 07:29:20,919 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 07:29:40,194 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 07:29:45,856 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 07:30:05,171 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 07:30:10,430 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.42951, Head : 0.37555, Avg : 0.40253 + +2023-05-11 07:30:10,431 - [INFO] - [Epoch 85]: Training Loss: 0.0015575, Valid MRR: 0.40584, + + + +2023-05-11 07:30:11,166 - [INFO] - [E:86| 0]: Train Loss:0.001552, Val MRR:0.40584, icews14 +2023-05-11 07:31:04,956 - [INFO] - [E:86| 100]: Train Loss:0.0015536, Val MRR:0.40584, icews14 +2023-05-11 07:31:58,652 - [INFO] - [E:86| 200]: Train Loss:0.0015548, Val MRR:0.40584, icews14 +2023-05-11 07:32:52,154 - [INFO] - [E:86| 300]: Train Loss:0.0015534, Val MRR:0.40584, icews14 +2023-05-11 07:33:45,817 - [INFO] - [E:86| 400]: Train Loss:0.0015543, Val MRR:0.40584, icews14 +2023-05-11 07:34:39,337 - [INFO] - [E:86| 500]: Train Loss:0.0015549, Val MRR:0.40584, icews14 +2023-05-11 07:35:29,685 - [INFO] - [E:86| 600]: Train Loss:0.0015552, Val MRR:0.40584, icews14 +2023-05-11 07:36:15,234 - [INFO] - [E:86| 700]: Train Loss:0.0015553, Val MRR:0.40584, icews14 +2023-05-11 07:37:09,008 - [INFO] - [E:86| 800]: Train Loss:0.0015555, Val MRR:0.40584, icews14 +2023-05-11 07:38:02,577 - [INFO] - [E:86| 900]: Train Loss:0.0015559, Val MRR:0.40584, icews14 +2023-05-11 07:38:55,871 - [INFO] - [E:86| 1000]: Train Loss:0.0015561, Val MRR:0.40584, icews14 +2023-05-11 07:39:49,947 - [INFO] - [E:86| 1100]: Train Loss:0.0015561, Val MRR:0.40584, icews14 +2023-05-11 07:40:43,390 - [INFO] - [E:86| 1200]: Train Loss:0.001556, Val MRR:0.40584, icews14 +2023-05-11 07:41:36,793 - [INFO] - [E:86| 1300]: Train Loss:0.0015562, Val MRR:0.40584, icews14 +2023-05-11 07:42:30,529 - [INFO] - [E:86| 1400]: Train Loss:0.0015565, Val MRR:0.40584, icews14 +2023-05-11 07:43:24,401 - [INFO] - [E:86| 1500]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:44:13,540 - [INFO] - [E:86| 1600]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:45:00,353 - [INFO] - [E:86| 1700]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:45:53,906 - [INFO] - [E:86| 1800]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:46:47,178 - [INFO] - [E:86| 1900]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:47:09,391 - [INFO] - [Epoch:86]: Training Loss:0.001556 + +2023-05-11 07:47:09,524 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 07:47:28,636 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 07:47:33,994 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 07:47:53,456 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 07:47:58,791 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.43251, Head : 0.38156, Avg : 0.40704 + +2023-05-11 07:48:00,102 - [INFO] - [Epoch 86]: Training Loss: 0.0015563, Valid MRR: 0.40704, + + + +2023-05-11 07:48:00,831 - [INFO] - [E:87| 0]: Train Loss:0.0015654, Val MRR:0.40704, icews14 +2023-05-11 07:48:54,403 - [INFO] - [E:87| 100]: Train Loss:0.0015557, Val MRR:0.40704, icews14 +2023-05-11 07:49:47,541 - [INFO] - [E:87| 200]: Train Loss:0.0015542, Val MRR:0.40704, icews14 +2023-05-11 07:50:41,571 - [INFO] - [E:87| 300]: Train Loss:0.0015541, Val MRR:0.40704, icews14 +2023-05-11 07:51:34,907 - [INFO] - [E:87| 400]: Train Loss:0.0015536, Val MRR:0.40704, icews14 +2023-05-11 07:52:28,267 - [INFO] - [E:87| 500]: Train Loss:0.0015538, Val MRR:0.40704, icews14 +2023-05-11 07:53:10,612 - [INFO] - [E:87| 600]: Train Loss:0.0015541, Val MRR:0.40704, icews14 +2023-05-11 07:54:04,117 - [INFO] - [E:87| 700]: Train Loss:0.0015537, Val MRR:0.40704, icews14 +2023-05-11 07:54:57,560 - [INFO] - [E:87| 800]: Train Loss:0.0015539, Val MRR:0.40704, icews14 +2023-05-11 07:55:51,160 - [INFO] - [E:87| 900]: Train Loss:0.0015539, Val MRR:0.40704, icews14 +2023-05-11 07:56:44,743 - [INFO] - [E:87| 1000]: Train Loss:0.0015541, Val MRR:0.40704, icews14 +2023-05-11 07:57:38,216 - [INFO] - [E:87| 1100]: Train Loss:0.0015543, Val MRR:0.40704, icews14 +2023-05-11 07:58:32,590 - [INFO] - [E:87| 1200]: Train Loss:0.0015544, Val MRR:0.40704, icews14 +2023-05-11 07:59:26,958 - [INFO] - [E:87| 1300]: Train Loss:0.0015545, Val MRR:0.40704, icews14 +2023-05-11 08:00:20,480 - [INFO] - [E:87| 1400]: Train Loss:0.0015545, Val MRR:0.40704, icews14 +2023-05-11 08:01:13,849 - [INFO] - [E:87| 1500]: Train Loss:0.0015546, Val MRR:0.40704, icews14 +2023-05-11 08:01:55,929 - [INFO] - [E:87| 1600]: Train Loss:0.0015548, Val MRR:0.40704, icews14 +2023-05-11 08:02:48,317 - [INFO] - [E:87| 1700]: Train Loss:0.001555, Val MRR:0.40704, icews14 +2023-05-11 08:03:40,252 - [INFO] - [E:87| 1800]: Train Loss:0.0015549, Val MRR:0.40704, icews14 +2023-05-11 08:04:32,564 - [INFO] - [E:87| 1900]: Train Loss:0.0015551, Val MRR:0.40704, icews14 +2023-05-11 08:04:54,750 - [INFO] - [Epoch:87]: Training Loss:0.001555 + +2023-05-11 08:04:54,883 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 08:05:14,223 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 08:05:19,647 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 08:05:39,331 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 08:05:44,600 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.42845, Head : 0.3763, Avg : 0.40237 + +2023-05-11 08:05:44,600 - [INFO] - [Epoch 87]: Training Loss: 0.001555, Valid MRR: 0.40704, + + + +2023-05-11 08:05:45,088 - [INFO] - [E:88| 0]: Train Loss:0.0015621, Val MRR:0.40704, icews14 +2023-05-11 08:06:33,622 - [INFO] - [E:88| 100]: Train Loss:0.001552, Val MRR:0.40704, icews14 +2023-05-11 08:07:27,228 - [INFO] - [E:88| 200]: Train Loss:0.0015532, Val MRR:0.40704, icews14 +2023-05-11 08:08:21,809 - [INFO] - [E:88| 300]: Train Loss:0.0015534, Val MRR:0.40704, icews14 +2023-05-11 08:09:15,514 - [INFO] - [E:88| 400]: Train Loss:0.0015529, Val MRR:0.40704, icews14 +2023-05-11 08:10:04,876 - [INFO] - [E:88| 500]: Train Loss:0.0015533, Val MRR:0.40704, icews14 +2023-05-11 08:10:51,832 - [INFO] - [E:88| 600]: Train Loss:0.0015527, Val MRR:0.40704, icews14 +2023-05-11 08:11:45,287 - [INFO] - [E:88| 700]: Train Loss:0.0015528, Val MRR:0.40704, icews14 +2023-05-11 08:12:38,947 - [INFO] - [E:88| 800]: Train Loss:0.0015527, Val MRR:0.40704, icews14 +2023-05-11 08:13:32,600 - [INFO] - [E:88| 900]: Train Loss:0.0015526, Val MRR:0.40704, icews14 +2023-05-11 08:14:25,680 - [INFO] - [E:88| 1000]: Train Loss:0.0015528, Val MRR:0.40704, icews14 +2023-05-11 08:15:19,483 - [INFO] - [E:88| 1100]: Train Loss:0.0015529, Val MRR:0.40704, icews14 +2023-05-11 08:16:13,952 - [INFO] - [E:88| 1200]: Train Loss:0.0015531, Val MRR:0.40704, icews14 +2023-05-11 08:17:07,281 - [INFO] - [E:88| 1300]: Train Loss:0.0015531, Val MRR:0.40704, icews14 +2023-05-11 08:18:00,756 - [INFO] - [E:88| 1400]: Train Loss:0.0015535, Val MRR:0.40704, icews14 +2023-05-11 08:18:48,646 - [INFO] - [E:88| 1500]: Train Loss:0.0015535, Val MRR:0.40704, icews14 +2023-05-11 08:19:37,126 - [INFO] - [E:88| 1600]: Train Loss:0.0015534, Val MRR:0.40704, icews14 +2023-05-11 08:20:31,312 - [INFO] - [E:88| 1700]: Train Loss:0.0015536, Val MRR:0.40704, icews14 +2023-05-11 08:21:25,310 - [INFO] - [E:88| 1800]: Train Loss:0.0015537, Val MRR:0.40704, icews14 +2023-05-11 08:22:18,497 - [INFO] - [E:88| 1900]: Train Loss:0.0015538, Val MRR:0.40704, icews14 +2023-05-11 08:22:40,733 - [INFO] - [Epoch:88]: Training Loss:0.001554 + +2023-05-11 08:22:40,888 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 08:23:00,097 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 08:23:05,581 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 08:23:24,776 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 08:23:30,384 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.4363, Head : 0.37917, Avg : 0.40773 + +2023-05-11 08:23:31,671 - [INFO] - [Epoch 88]: Training Loss: 0.0015539, Valid MRR: 0.40773, + + + +2023-05-11 08:23:32,414 - [INFO] - [E:89| 0]: Train Loss:0.0015582, Val MRR:0.40773, icews14 +2023-05-11 08:24:25,900 - [INFO] - [E:89| 100]: Train Loss:0.0015531, Val MRR:0.40773, icews14 +2023-05-11 08:25:19,066 - [INFO] - [E:89| 200]: Train Loss:0.0015513, Val MRR:0.40773, icews14 +2023-05-11 08:26:12,523 - [INFO] - [E:89| 300]: Train Loss:0.0015519, Val MRR:0.40773, icews14 +2023-05-11 08:27:05,730 - [INFO] - [E:89| 400]: Train Loss:0.0015528, Val MRR:0.40773, icews14 +2023-05-11 08:27:48,304 - [INFO] - [E:89| 500]: Train Loss:0.0015521, Val MRR:0.40773, icews14 +2023-05-11 08:28:42,206 - [INFO] - [E:89| 600]: Train Loss:0.0015524, Val MRR:0.40773, icews14 +2023-05-11 08:29:35,716 - [INFO] - [E:89| 700]: Train Loss:0.0015527, Val MRR:0.40773, icews14 +2023-05-11 08:30:29,359 - [INFO] - [E:89| 800]: Train Loss:0.0015525, Val MRR:0.40773, icews14 +2023-05-11 08:31:22,726 - [INFO] - [E:89| 900]: Train Loss:0.0015527, Val MRR:0.40773, icews14 +2023-05-11 08:32:16,885 - [INFO] - [E:89| 1000]: Train Loss:0.0015527, Val MRR:0.40773, icews14 +2023-05-11 08:33:10,559 - [INFO] - [E:89| 1100]: Train Loss:0.0015526, Val MRR:0.40773, icews14 +2023-05-11 08:34:04,669 - [INFO] - [E:89| 1200]: Train Loss:0.0015526, Val MRR:0.40773, icews14 +2023-05-11 08:34:58,377 - [INFO] - [E:89| 1300]: Train Loss:0.0015526, Val MRR:0.40773, icews14 +2023-05-11 08:35:51,944 - [INFO] - [E:89| 1400]: Train Loss:0.0015527, Val MRR:0.40773, icews14 +2023-05-11 08:36:34,939 - [INFO] - [E:89| 1500]: Train Loss:0.001553, Val MRR:0.40773, icews14 +2023-05-11 08:37:28,285 - [INFO] - [E:89| 1600]: Train Loss:0.001553, Val MRR:0.40773, icews14 +2023-05-11 08:38:21,786 - [INFO] - [E:89| 1700]: Train Loss:0.0015531, Val MRR:0.40773, icews14 +2023-05-11 08:39:15,407 - [INFO] - [E:89| 1800]: Train Loss:0.0015531, Val MRR:0.40773, icews14 +2023-05-11 08:40:09,300 - [INFO] - [E:89| 1900]: Train Loss:0.0015531, Val MRR:0.40773, icews14 +2023-05-11 08:40:31,510 - [INFO] - [Epoch:89]: Training Loss:0.001553 + +2023-05-11 08:40:31,664 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 08:40:51,024 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 08:40:56,620 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 08:41:15,971 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 08:41:21,283 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.4338, Head : 0.38317, Avg : 0.40849 + MR: Tail : 692.79, Head : 766.12, Avg : 729.45 + Hit-1: Tail : 0.34312, Head : 0.29482, Avg : 0.31897 + Hit-3: Tail : 0.48477, Head : 0.4242, Avg : 0.45448 + Hit-10: Tail : 0.59898, Head : 0.55856, Avg : 0.57877 +2023-05-11 08:41:22,576 - [INFO] - [Epoch 89]: Training Loss: 0.0015531, Valid MRR: 0.40849, + + + +2023-05-11 08:41:23,120 - [INFO] - [E:90| 0]: Train Loss:0.0015295, Val MRR:0.40849, icews14 +2023-05-11 08:42:16,729 - [INFO] - [E:90| 100]: Train Loss:0.0015533, Val MRR:0.40849, icews14 +2023-05-11 08:43:10,451 - [INFO] - [E:90| 200]: Train Loss:0.001552, Val MRR:0.40849, icews14 +2023-05-11 08:44:03,992 - [INFO] - [E:90| 300]: Train Loss:0.0015526, Val MRR:0.40849, icews14 +2023-05-11 08:44:52,281 - [INFO] - [E:90| 400]: Train Loss:0.0015521, Val MRR:0.40849, icews14 +2023-05-11 08:45:39,410 - [INFO] - [E:90| 500]: Train Loss:0.0015517, Val MRR:0.40849, icews14 +2023-05-11 08:46:32,849 - [INFO] - [E:90| 600]: Train Loss:0.0015525, Val MRR:0.40849, icews14 +2023-05-11 08:47:26,384 - [INFO] - [E:90| 700]: Train Loss:0.0015523, Val MRR:0.40849, icews14 +2023-05-11 08:48:19,628 - [INFO] - [E:90| 800]: Train Loss:0.0015519, Val MRR:0.40849, icews14 +2023-05-11 08:49:12,826 - [INFO] - [E:90| 900]: Train Loss:0.0015517, Val MRR:0.40849, icews14 +2023-05-11 08:50:06,387 - [INFO] - [E:90| 1000]: Train Loss:0.0015518, Val MRR:0.40849, icews14 +2023-05-11 08:51:00,264 - [INFO] - [E:90| 1100]: Train Loss:0.0015518, Val MRR:0.40849, icews14 +2023-05-11 08:51:53,836 - [INFO] - [E:90| 1200]: Train Loss:0.001552, Val MRR:0.40849, icews14 +2023-05-11 08:52:47,641 - [INFO] - [E:90| 1300]: Train Loss:0.001552, Val MRR:0.40849, icews14 +2023-05-11 08:53:35,061 - [INFO] - [E:90| 1400]: Train Loss:0.0015519, Val MRR:0.40849, icews14 +2023-05-11 08:54:19,412 - [INFO] - [E:90| 1500]: Train Loss:0.0015518, Val MRR:0.40849, icews14 +2023-05-11 08:55:12,665 - [INFO] - [E:90| 1600]: Train Loss:0.0015516, Val MRR:0.40849, icews14 +2023-05-11 08:56:05,812 - [INFO] - [E:90| 1700]: Train Loss:0.0015516, Val MRR:0.40849, icews14 +2023-05-11 08:56:59,285 - [INFO] - [E:90| 1800]: Train Loss:0.0015516, Val MRR:0.40849, icews14 +2023-05-11 08:57:53,001 - [INFO] - [E:90| 1900]: Train Loss:0.0015518, Val MRR:0.40849, icews14 +2023-05-11 08:58:15,217 - [INFO] - [Epoch:90]: Training Loss:0.001552 + +2023-05-11 08:58:15,349 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 08:58:34,940 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 08:58:40,304 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 08:58:59,780 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 08:59:05,178 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.43317, Head : 0.37794, Avg : 0.40556 + +2023-05-11 08:59:05,178 - [INFO] - [Epoch 90]: Training Loss: 0.0015518, Valid MRR: 0.40849, + + + +2023-05-11 08:59:05,596 - [INFO] - [E:91| 0]: Train Loss:0.0015168, Val MRR:0.40849, icews14 +2023-05-11 08:59:58,922 - [INFO] - [E:91| 100]: Train Loss:0.0015486, Val MRR:0.40849, icews14 +2023-05-11 09:00:52,792 - [INFO] - [E:91| 200]: Train Loss:0.0015493, Val MRR:0.40849, icews14 +2023-05-11 09:01:46,418 - [INFO] - [E:91| 300]: Train Loss:0.0015497, Val MRR:0.40849, icews14 +2023-05-11 09:02:30,244 - [INFO] - [E:91| 400]: Train Loss:0.0015494, Val MRR:0.40849, icews14 +2023-05-11 09:03:23,206 - [INFO] - [E:91| 500]: Train Loss:0.0015493, Val MRR:0.40849, icews14 +2023-05-11 09:04:16,092 - [INFO] - [E:91| 600]: Train Loss:0.0015496, Val MRR:0.40849, icews14 +2023-05-11 09:05:09,736 - [INFO] - [E:91| 700]: Train Loss:0.0015497, Val MRR:0.40849, icews14 +2023-05-11 09:06:03,106 - [INFO] - [E:91| 800]: Train Loss:0.0015497, Val MRR:0.40849, icews14 +2023-05-11 09:06:56,354 - [INFO] - [E:91| 900]: Train Loss:0.00155, Val MRR:0.40849, icews14 +2023-05-11 09:07:50,302 - [INFO] - [E:91| 1000]: Train Loss:0.0015501, Val MRR:0.40849, icews14 +2023-05-11 09:08:44,112 - [INFO] - [E:91| 1100]: Train Loss:0.0015503, Val MRR:0.40849, icews14 +2023-05-11 09:09:37,561 - [INFO] - [E:91| 1200]: Train Loss:0.0015505, Val MRR:0.40849, icews14 +2023-05-11 09:10:30,995 - [INFO] - [E:91| 1300]: Train Loss:0.0015507, Val MRR:0.40849, icews14 +2023-05-11 09:11:14,073 - [INFO] - [E:91| 1400]: Train Loss:0.0015506, Val MRR:0.40849, icews14 +2023-05-11 09:12:07,398 - [INFO] - [E:91| 1500]: Train Loss:0.0015506, Val MRR:0.40849, icews14 +2023-05-11 09:13:00,580 - [INFO] - [E:91| 1600]: Train Loss:0.0015508, Val MRR:0.40849, icews14 +2023-05-11 09:13:53,369 - [INFO] - [E:91| 1700]: Train Loss:0.0015508, Val MRR:0.40849, icews14 +2023-05-11 09:14:46,590 - [INFO] - [E:91| 1800]: Train Loss:0.0015508, Val MRR:0.40849, icews14 +2023-05-11 09:15:40,774 - [INFO] - [E:91| 1900]: Train Loss:0.001551, Val MRR:0.40849, icews14 +2023-05-11 09:16:02,971 - [INFO] - [Epoch:91]: Training Loss:0.001551 + +2023-05-11 09:16:03,103 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 09:16:22,394 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 09:16:27,875 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 09:16:46,829 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 09:16:52,034 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.43731, Head : 0.38099, Avg : 0.40915 + +2023-05-11 09:16:53,291 - [INFO] - [Epoch 91]: Training Loss: 0.0015509, Valid MRR: 0.40915, + + + +2023-05-11 09:16:54,025 - [INFO] - [E:92| 0]: Train Loss:0.0015287, Val MRR:0.40915, icews14 +2023-05-11 09:17:47,661 - [INFO] - [E:92| 100]: Train Loss:0.0015463, Val MRR:0.40915, icews14 +2023-05-11 09:18:41,511 - [INFO] - [E:92| 200]: Train Loss:0.0015451, Val MRR:0.40915, icews14 +2023-05-11 09:19:35,183 - [INFO] - [E:92| 300]: Train Loss:0.0015469, Val MRR:0.40915, icews14 +2023-05-11 09:20:17,691 - [INFO] - [E:92| 400]: Train Loss:0.0015483, Val MRR:0.40915, icews14 +2023-05-11 09:21:11,012 - [INFO] - [E:92| 500]: Train Loss:0.0015486, Val MRR:0.40915, icews14 +2023-05-11 09:22:04,961 - [INFO] - [E:92| 600]: Train Loss:0.0015492, Val MRR:0.40915, icews14 +2023-05-11 09:22:57,982 - [INFO] - [E:92| 700]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:23:52,314 - [INFO] - [E:92| 800]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:24:45,984 - [INFO] - [E:92| 900]: Train Loss:0.0015491, Val MRR:0.40915, icews14 +2023-05-11 09:25:39,666 - [INFO] - [E:92| 1000]: Train Loss:0.0015491, Val MRR:0.40915, icews14 +2023-05-11 09:26:33,557 - [INFO] - [E:92| 1100]: Train Loss:0.0015491, Val MRR:0.40915, icews14 +2023-05-11 09:27:27,291 - [INFO] - [E:92| 1200]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:28:19,571 - [INFO] - [E:92| 1300]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:29:03,156 - [INFO] - [E:92| 1400]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:29:56,844 - [INFO] - [E:92| 1500]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:30:50,683 - [INFO] - [E:92| 1600]: Train Loss:0.0015495, Val MRR:0.40915, icews14 +2023-05-11 09:31:44,500 - [INFO] - [E:92| 1700]: Train Loss:0.0015497, Val MRR:0.40915, icews14 +2023-05-11 09:32:37,790 - [INFO] - [E:92| 1800]: Train Loss:0.0015497, Val MRR:0.40915, icews14 +2023-05-11 09:33:30,203 - [INFO] - [E:92| 1900]: Train Loss:0.00155, Val MRR:0.40915, icews14 +2023-05-11 09:33:51,726 - [INFO] - [Epoch:92]: Training Loss:0.00155 + +2023-05-11 09:33:51,882 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 09:34:10,081 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 09:34:15,401 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 09:34:33,535 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 09:34:38,403 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.43451, Head : 0.38088, Avg : 0.40769 + +2023-05-11 09:34:38,403 - [INFO] - [Epoch 92]: Training Loss: 0.0015501, Valid MRR: 0.40915, + + + +2023-05-11 09:34:38,895 - [INFO] - [E:93| 0]: Train Loss:0.0015546, Val MRR:0.40915, icews14 +2023-05-11 09:35:31,331 - [INFO] - [E:93| 100]: Train Loss:0.0015502, Val MRR:0.40915, icews14 +2023-05-11 09:36:24,776 - [INFO] - [E:93| 200]: Train Loss:0.0015479, Val MRR:0.40915, icews14 +2023-05-11 09:37:06,762 - [INFO] - [E:93| 300]: Train Loss:0.0015477, Val MRR:0.40915, icews14 +2023-05-11 09:38:00,986 - [INFO] - [E:93| 400]: Train Loss:0.001548, Val MRR:0.40915, icews14 +2023-05-11 09:38:54,505 - [INFO] - [E:93| 500]: Train Loss:0.001548, Val MRR:0.40915, icews14 +2023-05-11 09:39:47,923 - [INFO] - [E:93| 600]: Train Loss:0.0015475, Val MRR:0.40915, icews14 +2023-05-11 09:40:41,173 - [INFO] - [E:93| 700]: Train Loss:0.0015479, Val MRR:0.40915, icews14 +2023-05-11 09:41:34,711 - [INFO] - [E:93| 800]: Train Loss:0.0015479, Val MRR:0.40915, icews14 +2023-05-11 09:42:22,912 - [INFO] - [E:93| 900]: Train Loss:0.0015483, Val MRR:0.40915, icews14 +2023-05-11 09:43:15,993 - [INFO] - [E:93| 1000]: Train Loss:0.0015489, Val MRR:0.40915, icews14 +2023-05-11 09:44:09,466 - [INFO] - [E:93| 1100]: Train Loss:0.001549, Val MRR:0.40915, icews14 +2023-05-11 09:45:03,081 - [INFO] - [E:93| 1200]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:45:45,425 - [INFO] - [E:93| 1300]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:46:38,373 - [INFO] - [E:93| 1400]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:47:31,976 - [INFO] - [E:93| 1500]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:48:25,384 - [INFO] - [E:93| 1600]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:49:18,746 - [INFO] - [E:93| 1700]: Train Loss:0.0015496, Val MRR:0.40915, icews14 +2023-05-11 09:50:12,412 - [INFO] - [E:93| 1800]: Train Loss:0.0015495, Val MRR:0.40915, icews14 +2023-05-11 09:51:05,858 - [INFO] - [E:93| 1900]: Train Loss:0.0015495, Val MRR:0.40915, icews14 +2023-05-11 09:51:27,772 - [INFO] - [Epoch:93]: Training Loss:0.001549 + +2023-05-11 09:51:28,046 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 09:51:47,860 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 09:51:53,527 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 09:52:12,974 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 09:52:18,661 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.43316, Head : 0.38006, Avg : 0.40661 + +2023-05-11 09:52:18,661 - [INFO] - [Epoch 93]: Training Loss: 0.0015494, Valid MRR: 0.40915, + + + +2023-05-11 09:52:19,136 - [INFO] - [E:94| 0]: Train Loss:0.0016101, Val MRR:0.40915, icews14 +2023-05-11 09:53:12,326 - [INFO] - [E:94| 100]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 09:54:06,965 - [INFO] - [E:94| 200]: Train Loss:0.0015479, Val MRR:0.40915, icews14 +2023-05-11 09:54:49,326 - [INFO] - [E:94| 300]: Train Loss:0.0015476, Val MRR:0.40915, icews14 +2023-05-11 09:55:42,718 - [INFO] - [E:94| 400]: Train Loss:0.0015476, Val MRR:0.40915, icews14 +2023-05-11 09:56:36,388 - [INFO] - [E:94| 500]: Train Loss:0.0015478, Val MRR:0.40915, icews14 +2023-05-11 09:57:30,128 - [INFO] - [E:94| 600]: Train Loss:0.0015477, Val MRR:0.40915, icews14 +2023-05-11 09:58:23,687 - [INFO] - [E:94| 700]: Train Loss:0.0015478, Val MRR:0.40915, icews14 +2023-05-11 09:59:17,174 - [INFO] - [E:94| 800]: Train Loss:0.0015476, Val MRR:0.40915, icews14 +2023-05-11 10:00:11,137 - [INFO] - [E:94| 900]: Train Loss:0.0015473, Val MRR:0.40915, icews14 +2023-05-11 10:01:04,262 - [INFO] - [E:94| 1000]: Train Loss:0.0015471, Val MRR:0.40915, icews14 +2023-05-11 10:01:58,209 - [INFO] - [E:94| 1100]: Train Loss:0.0015471, Val MRR:0.40915, icews14 +2023-05-11 10:02:52,190 - [INFO] - [E:94| 1200]: Train Loss:0.0015473, Val MRR:0.40915, icews14 +2023-05-11 10:03:34,278 - [INFO] - [E:94| 1300]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:04:27,925 - [INFO] - [E:94| 1400]: Train Loss:0.0015476, Val MRR:0.40915, icews14 +2023-05-11 10:05:21,881 - [INFO] - [E:94| 1500]: Train Loss:0.0015477, Val MRR:0.40915, icews14 +2023-05-11 10:06:16,078 - [INFO] - [E:94| 1600]: Train Loss:0.0015477, Val MRR:0.40915, icews14 +2023-05-11 10:07:09,214 - [INFO] - [E:94| 1700]: Train Loss:0.001548, Val MRR:0.40915, icews14 +2023-05-11 10:08:02,795 - [INFO] - [E:94| 1800]: Train Loss:0.0015481, Val MRR:0.40915, icews14 +2023-05-11 10:08:56,629 - [INFO] - [E:94| 1900]: Train Loss:0.0015481, Val MRR:0.40915, icews14 +2023-05-11 10:09:19,022 - [INFO] - [Epoch:94]: Training Loss:0.001548 + +2023-05-11 10:09:19,294 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 10:09:38,806 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 10:09:44,340 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 10:10:03,563 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 10:10:09,216 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.43527, Head : 0.38043, Avg : 0.40785 + +2023-05-11 10:10:09,216 - [INFO] - [Epoch 94]: Training Loss: 0.0015482, Valid MRR: 0.40915, + + + +2023-05-11 10:10:09,708 - [INFO] - [E:95| 0]: Train Loss:0.0015273, Val MRR:0.40915, icews14 +2023-05-11 10:11:03,408 - [INFO] - [E:95| 100]: Train Loss:0.0015468, Val MRR:0.40915, icews14 +2023-05-11 10:11:48,993 - [INFO] - [E:95| 200]: Train Loss:0.0015469, Val MRR:0.40915, icews14 +2023-05-11 10:12:39,935 - [INFO] - [E:95| 300]: Train Loss:0.0015478, Val MRR:0.40915, icews14 +2023-05-11 10:13:33,531 - [INFO] - [E:95| 400]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:14:27,001 - [INFO] - [E:95| 500]: Train Loss:0.0015472, Val MRR:0.40915, icews14 +2023-05-11 10:15:20,731 - [INFO] - [E:95| 600]: Train Loss:0.0015472, Val MRR:0.40915, icews14 +2023-05-11 10:16:14,317 - [INFO] - [E:95| 700]: Train Loss:0.001547, Val MRR:0.40915, icews14 +2023-05-11 10:17:08,340 - [INFO] - [E:95| 800]: Train Loss:0.001547, Val MRR:0.40915, icews14 +2023-05-11 10:18:01,541 - [INFO] - [E:95| 900]: Train Loss:0.001547, Val MRR:0.40915, icews14 +2023-05-11 10:18:55,062 - [INFO] - [E:95| 1000]: Train Loss:0.0015468, Val MRR:0.40915, icews14 +2023-05-11 10:19:48,505 - [INFO] - [E:95| 1100]: Train Loss:0.0015468, Val MRR:0.40915, icews14 +2023-05-11 10:20:32,824 - [INFO] - [E:95| 1200]: Train Loss:0.0015471, Val MRR:0.40915, icews14 +2023-05-11 10:21:23,829 - [INFO] - [E:95| 1300]: Train Loss:0.0015469, Val MRR:0.40915, icews14 +2023-05-11 10:22:17,499 - [INFO] - [E:95| 1400]: Train Loss:0.0015472, Val MRR:0.40915, icews14 +2023-05-11 10:23:11,481 - [INFO] - [E:95| 1500]: Train Loss:0.0015472, Val MRR:0.40915, icews14 +2023-05-11 10:24:05,145 - [INFO] - [E:95| 1600]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:24:59,058 - [INFO] - [E:95| 1700]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:25:52,456 - [INFO] - [E:95| 1800]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:26:46,421 - [INFO] - [E:95| 1900]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:27:08,695 - [INFO] - [Epoch:95]: Training Loss:0.001547 + +2023-05-11 10:27:08,966 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 10:27:28,650 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 10:27:34,218 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 10:27:53,969 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 10:27:59,345 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.4351, Head : 0.38637, Avg : 0.41074 + +2023-05-11 10:28:00,682 - [INFO] - [Epoch 95]: Training Loss: 0.0015474, Valid MRR: 0.41074, + + + +2023-05-11 10:28:01,195 - [INFO] - [E:96| 0]: Train Loss:0.0015544, Val MRR:0.41074, icews14 +2023-05-11 10:28:55,088 - [INFO] - [E:96| 100]: Train Loss:0.0015464, Val MRR:0.41074, icews14 +2023-05-11 10:29:37,081 - [INFO] - [E:96| 200]: Train Loss:0.0015445, Val MRR:0.41074, icews14 +2023-05-11 10:30:24,244 - [INFO] - [E:96| 300]: Train Loss:0.0015451, Val MRR:0.41074, icews14 +2023-05-11 10:31:17,616 - [INFO] - [E:96| 400]: Train Loss:0.0015455, Val MRR:0.41074, icews14 +2023-05-11 10:32:11,824 - [INFO] - [E:96| 500]: Train Loss:0.0015461, Val MRR:0.41074, icews14 +2023-05-11 10:33:04,923 - [INFO] - [E:96| 600]: Train Loss:0.0015456, Val MRR:0.41074, icews14 +2023-05-11 10:33:58,196 - [INFO] - [E:96| 700]: Train Loss:0.0015455, Val MRR:0.41074, icews14 +2023-05-11 10:34:51,805 - [INFO] - [E:96| 800]: Train Loss:0.0015457, Val MRR:0.41074, icews14 +2023-05-11 10:35:45,572 - [INFO] - [E:96| 900]: Train Loss:0.001546, Val MRR:0.41074, icews14 +2023-05-11 10:36:39,091 - [INFO] - [E:96| 1000]: Train Loss:0.0015461, Val MRR:0.41074, icews14 +2023-05-11 10:37:32,452 - [INFO] - [E:96| 1100]: Train Loss:0.0015462, Val MRR:0.41074, icews14 +2023-05-11 10:38:15,079 - [INFO] - [E:96| 1200]: Train Loss:0.0015459, Val MRR:0.41074, icews14 +2023-05-11 10:39:08,776 - [INFO] - [E:96| 1300]: Train Loss:0.0015461, Val MRR:0.41074, icews14 +2023-05-11 10:40:01,856 - [INFO] - [E:96| 1400]: Train Loss:0.0015462, Val MRR:0.41074, icews14 +2023-05-11 10:40:55,342 - [INFO] - [E:96| 1500]: Train Loss:0.0015461, Val MRR:0.41074, icews14 +2023-05-11 10:41:49,142 - [INFO] - [E:96| 1600]: Train Loss:0.0015463, Val MRR:0.41074, icews14 +2023-05-11 10:42:43,085 - [INFO] - [E:96| 1700]: Train Loss:0.0015463, Val MRR:0.41074, icews14 +2023-05-11 10:43:36,850 - [INFO] - [E:96| 1800]: Train Loss:0.0015464, Val MRR:0.41074, icews14 +2023-05-11 10:44:30,794 - [INFO] - [E:96| 1900]: Train Loss:0.0015465, Val MRR:0.41074, icews14 +2023-05-11 10:44:53,054 - [INFO] - [Epoch:96]: Training Loss:0.001547 + +2023-05-11 10:44:53,326 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 10:45:12,966 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 10:45:18,599 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 10:45:38,134 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 10:45:43,550 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.43732, Head : 0.38461, Avg : 0.41096 + +2023-05-11 10:45:44,870 - [INFO] - [Epoch 96]: Training Loss: 0.0015466, Valid MRR: 0.41096, + + + +2023-05-11 10:45:45,610 - [INFO] - [E:97| 0]: Train Loss:0.0015607, Val MRR:0.41096, icews14 +2023-05-11 10:46:36,352 - [INFO] - [E:97| 100]: Train Loss:0.0015462, Val MRR:0.41096, icews14 +2023-05-11 10:47:21,249 - [INFO] - [E:97| 200]: Train Loss:0.0015448, Val MRR:0.41096, icews14 +2023-05-11 10:48:14,341 - [INFO] - [E:97| 300]: Train Loss:0.0015453, Val MRR:0.41096, icews14 +2023-05-11 10:49:08,941 - [INFO] - [E:97| 400]: Train Loss:0.001545, Val MRR:0.41096, icews14 +2023-05-11 10:50:02,296 - [INFO] - [E:97| 500]: Train Loss:0.001545, Val MRR:0.41096, icews14 +2023-05-11 10:50:55,785 - [INFO] - [E:97| 600]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:51:49,099 - [INFO] - [E:97| 700]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:52:42,640 - [INFO] - [E:97| 800]: Train Loss:0.0015451, Val MRR:0.41096, icews14 +2023-05-11 10:53:36,336 - [INFO] - [E:97| 900]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:54:29,698 - [INFO] - [E:97| 1000]: Train Loss:0.0015453, Val MRR:0.41096, icews14 +2023-05-11 10:55:19,927 - [INFO] - [E:97| 1100]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:56:05,532 - [INFO] - [E:97| 1200]: Train Loss:0.0015451, Val MRR:0.41096, icews14 +2023-05-11 10:56:59,168 - [INFO] - [E:97| 1300]: Train Loss:0.0015451, Val MRR:0.41096, icews14 +2023-05-11 10:57:53,213 - [INFO] - [E:97| 1400]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:58:46,619 - [INFO] - [E:97| 1500]: Train Loss:0.0015455, Val MRR:0.41096, icews14 +2023-05-11 10:59:40,311 - [INFO] - [E:97| 1600]: Train Loss:0.0015455, Val MRR:0.41096, icews14 +2023-05-11 11:00:34,482 - [INFO] - [E:97| 1700]: Train Loss:0.0015455, Val MRR:0.41096, icews14 +2023-05-11 11:01:28,108 - [INFO] - [E:97| 1800]: Train Loss:0.0015457, Val MRR:0.41096, icews14 +2023-05-11 11:02:22,270 - [INFO] - [E:97| 1900]: Train Loss:0.0015457, Val MRR:0.41096, icews14 +2023-05-11 11:02:45,022 - [INFO] - [Epoch:97]: Training Loss:0.001546 + +2023-05-11 11:02:45,154 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 11:03:04,883 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 11:03:10,350 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 11:03:29,603 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 11:03:35,311 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.43818, Head : 0.38355, Avg : 0.41087 + +2023-05-11 11:03:35,312 - [INFO] - [Epoch 97]: Training Loss: 0.0015456, Valid MRR: 0.41096, + + + +2023-05-11 11:03:35,719 - [INFO] - [E:98| 0]: Train Loss:0.0015368, Val MRR:0.41096, icews14 +2023-05-11 11:04:17,662 - [INFO] - [E:98| 100]: Train Loss:0.001542, Val MRR:0.41096, icews14 +2023-05-11 11:05:10,157 - [INFO] - [E:98| 200]: Train Loss:0.0015432, Val MRR:0.41096, icews14 +2023-05-11 11:06:02,712 - [INFO] - [E:98| 300]: Train Loss:0.0015438, Val MRR:0.41096, icews14 +2023-05-11 11:06:55,204 - [INFO] - [E:98| 400]: Train Loss:0.0015442, Val MRR:0.41096, icews14 +2023-05-11 11:07:48,598 - [INFO] - [E:98| 500]: Train Loss:0.0015441, Val MRR:0.41096, icews14 +2023-05-11 11:08:41,889 - [INFO] - [E:98| 600]: Train Loss:0.0015443, Val MRR:0.41096, icews14 +2023-05-11 11:09:35,468 - [INFO] - [E:98| 700]: Train Loss:0.0015438, Val MRR:0.41096, icews14 +2023-05-11 11:10:28,947 - [INFO] - [E:98| 800]: Train Loss:0.0015441, Val MRR:0.41096, icews14 +2023-05-11 11:11:22,336 - [INFO] - [E:98| 900]: Train Loss:0.0015441, Val MRR:0.41096, icews14 +2023-05-11 11:12:15,700 - [INFO] - [E:98| 1000]: Train Loss:0.0015442, Val MRR:0.41096, icews14 +2023-05-11 11:12:58,596 - [INFO] - [E:98| 1100]: Train Loss:0.0015442, Val MRR:0.41096, icews14 +2023-05-11 11:13:52,788 - [INFO] - [E:98| 1200]: Train Loss:0.0015443, Val MRR:0.41096, icews14 +2023-05-11 11:14:46,888 - [INFO] - [E:98| 1300]: Train Loss:0.0015446, Val MRR:0.41096, icews14 +2023-05-11 11:15:40,935 - [INFO] - [E:98| 1400]: Train Loss:0.0015444, Val MRR:0.41096, icews14 +2023-05-11 11:16:34,583 - [INFO] - [E:98| 1500]: Train Loss:0.0015444, Val MRR:0.41096, icews14 +2023-05-11 11:17:28,209 - [INFO] - [E:98| 1600]: Train Loss:0.0015446, Val MRR:0.41096, icews14 +2023-05-11 11:18:15,687 - [INFO] - [E:98| 1700]: Train Loss:0.0015449, Val MRR:0.41096, icews14 +2023-05-11 11:19:09,320 - [INFO] - [E:98| 1800]: Train Loss:0.0015449, Val MRR:0.41096, icews14 +2023-05-11 11:20:02,543 - [INFO] - [E:98| 1900]: Train Loss:0.0015449, Val MRR:0.41096, icews14 +2023-05-11 11:20:24,597 - [INFO] - [Epoch:98]: Training Loss:0.001545 + +2023-05-11 11:20:24,749 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 11:20:44,322 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 11:20:50,027 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 11:21:09,816 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 11:21:14,167 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.43865, Head : 0.38633, Avg : 0.41249 + +2023-05-11 11:21:15,561 - [INFO] - [Epoch 98]: Training Loss: 0.0015449, Valid MRR: 0.41249, + + + +2023-05-11 11:21:15,907 - [INFO] - [E:99| 0]: Train Loss:0.0015339, Val MRR:0.41249, icews14 +2023-05-11 11:21:59,938 - [INFO] - [E:99| 100]: Train Loss:0.0015433, Val MRR:0.41249, icews14 +2023-05-11 11:22:53,409 - [INFO] - [E:99| 200]: Train Loss:0.0015424, Val MRR:0.41249, icews14 +2023-05-11 11:23:46,656 - [INFO] - [E:99| 300]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 11:24:40,265 - [INFO] - [E:99| 400]: Train Loss:0.0015431, Val MRR:0.41249, icews14 +2023-05-11 11:25:33,761 - [INFO] - [E:99| 500]: Train Loss:0.001543, Val MRR:0.41249, icews14 +2023-05-11 11:26:27,151 - [INFO] - [E:99| 600]: Train Loss:0.0015433, Val MRR:0.41249, icews14 +2023-05-11 11:27:20,914 - [INFO] - [E:99| 700]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:28:14,332 - [INFO] - [E:99| 800]: Train Loss:0.0015438, Val MRR:0.41249, icews14 +2023-05-11 11:29:08,636 - [INFO] - [E:99| 900]: Train Loss:0.0015434, Val MRR:0.41249, icews14 +2023-05-11 11:30:00,073 - [INFO] - [E:99| 1000]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:30:44,031 - [INFO] - [E:99| 1100]: Train Loss:0.0015438, Val MRR:0.41249, icews14 +2023-05-11 11:31:37,432 - [INFO] - [E:99| 1200]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:32:30,811 - [INFO] - [E:99| 1300]: Train Loss:0.0015436, Val MRR:0.41249, icews14 +2023-05-11 11:33:24,331 - [INFO] - [E:99| 1400]: Train Loss:0.0015436, Val MRR:0.41249, icews14 +2023-05-11 11:34:18,254 - [INFO] - [E:99| 1500]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:35:12,024 - [INFO] - [E:99| 1600]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:36:18,497 - [INFO] - [E:99| 1700]: Train Loss:0.0015439, Val MRR:0.41249, icews14 +2023-05-11 11:37:21,621 - [INFO] - [E:99| 1800]: Train Loss:0.0015441, Val MRR:0.41249, icews14 +2023-05-11 11:38:17,545 - [INFO] - [E:99| 1900]: Train Loss:0.001544, Val MRR:0.41249, icews14 +2023-05-11 11:38:51,928 - [INFO] - [Epoch:99]: Training Loss:0.001544 + +2023-05-11 11:38:52,209 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 11:39:22,311 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 11:39:30,986 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 11:39:59,443 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 11:40:06,275 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.43753, Head : 0.38385, Avg : 0.41069 + MR: Tail : 720.4, Head : 802.64, Avg : 761.52 + Hit-1: Tail : 0.34919, Head : 0.29288, Avg : 0.32103 + Hit-3: Tail : 0.4855, Head : 0.42784, Avg : 0.45667 + Hit-10: Tail : 0.60469, Head : 0.55735, Avg : 0.58102 +2023-05-11 11:40:06,275 - [INFO] - [Epoch 99]: Training Loss: 0.001544, Valid MRR: 0.41249, + + + +2023-05-11 11:40:07,002 - [INFO] - [E:100| 0]: Train Loss:0.0015421, Val MRR:0.41249, icews14 +2023-05-11 11:41:18,754 - [INFO] - [E:100| 100]: Train Loss:0.0015426, Val MRR:0.41249, icews14 +2023-05-11 11:42:12,320 - [INFO] - [E:100| 200]: Train Loss:0.0015431, Val MRR:0.41249, icews14 +2023-05-11 11:43:06,086 - [INFO] - [E:100| 300]: Train Loss:0.0015417, Val MRR:0.41249, icews14 +2023-05-11 11:44:00,130 - [INFO] - [E:100| 400]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 11:44:54,233 - [INFO] - [E:100| 500]: Train Loss:0.0015425, Val MRR:0.41249, icews14 +2023-05-11 11:45:48,161 - [INFO] - [E:100| 600]: Train Loss:0.0015424, Val MRR:0.41249, icews14 +2023-05-11 11:46:41,858 - [INFO] - [E:100| 700]: Train Loss:0.0015422, Val MRR:0.41249, icews14 +2023-05-11 11:47:36,327 - [INFO] - [E:100| 800]: Train Loss:0.0015423, Val MRR:0.41249, icews14 +2023-05-11 11:48:29,944 - [INFO] - [E:100| 900]: Train Loss:0.0015424, Val MRR:0.41249, icews14 +2023-05-11 11:49:15,998 - [INFO] - [E:100| 1000]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 11:50:06,871 - [INFO] - [E:100| 1100]: Train Loss:0.0015426, Val MRR:0.41249, icews14 +2023-05-11 11:51:00,778 - [INFO] - [E:100| 1200]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 11:51:54,386 - [INFO] - [E:100| 1300]: Train Loss:0.0015425, Val MRR:0.41249, icews14 +2023-05-11 11:52:48,750 - [INFO] - [E:100| 1400]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 11:53:42,766 - [INFO] - [E:100| 1500]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 11:54:36,513 - [INFO] - [E:100| 1600]: Train Loss:0.0015431, Val MRR:0.41249, icews14 +2023-05-11 11:55:31,046 - [INFO] - [E:100| 1700]: Train Loss:0.0015432, Val MRR:0.41249, icews14 +2023-05-11 11:56:24,581 - [INFO] - [E:100| 1800]: Train Loss:0.0015434, Val MRR:0.41249, icews14 +2023-05-11 11:57:18,444 - [INFO] - [E:100| 1900]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:57:41,387 - [INFO] - [Epoch:100]: Training Loss:0.001544 + +2023-05-11 11:57:41,551 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 11:57:55,749 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 11:57:58,883 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 11:58:11,175 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 11:58:16,602 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.43459, Head : 0.38311, Avg : 0.40885 + +2023-05-11 11:58:16,603 - [INFO] - [Epoch 100]: Training Loss: 0.0015436, Valid MRR: 0.41249, + + + +2023-05-11 11:58:17,110 - [INFO] - [E:101| 0]: Train Loss:0.0015766, Val MRR:0.41249, icews14 +2023-05-11 11:59:10,941 - [INFO] - [E:101| 100]: Train Loss:0.0015409, Val MRR:0.41249, icews14 +2023-05-11 12:00:04,992 - [INFO] - [E:101| 200]: Train Loss:0.0015406, Val MRR:0.41249, icews14 +2023-05-11 12:00:59,272 - [INFO] - [E:101| 300]: Train Loss:0.0015423, Val MRR:0.41249, icews14 +2023-05-11 12:01:53,236 - [INFO] - [E:101| 400]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 12:02:47,119 - [INFO] - [E:101| 500]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:03:41,346 - [INFO] - [E:101| 600]: Train Loss:0.001543, Val MRR:0.41249, icews14 +2023-05-11 12:04:35,895 - [INFO] - [E:101| 700]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 12:05:30,047 - [INFO] - [E:101| 800]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:06:23,797 - [INFO] - [E:101| 900]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:07:06,202 - [INFO] - [E:101| 1000]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 12:08:00,756 - [INFO] - [E:101| 1100]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 12:08:49,434 - [INFO] - [E:101| 1200]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 12:09:43,089 - [INFO] - [E:101| 1300]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 12:10:37,355 - [INFO] - [E:101| 1400]: Train Loss:0.0015426, Val MRR:0.41249, icews14 +2023-05-11 12:11:31,633 - [INFO] - [E:101| 1500]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 12:12:25,304 - [INFO] - [E:101| 1600]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:13:19,057 - [INFO] - [E:101| 1700]: Train Loss:0.0015426, Val MRR:0.41249, icews14 +2023-05-11 12:14:12,752 - [INFO] - [E:101| 1800]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:15:06,619 - [INFO] - [E:101| 1900]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:15:29,294 - [INFO] - [Epoch:101]: Training Loss:0.001543 + +2023-05-11 12:15:29,447 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 12:15:41,626 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 12:15:44,763 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 12:15:59,068 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 12:16:04,442 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.44124, Head : 0.39064, Avg : 0.41594 + +2023-05-11 12:16:05,672 - [INFO] - [Epoch 101]: Training Loss: 0.0015428, Valid MRR: 0.41594, + + + +2023-05-11 12:16:06,412 - [INFO] - [E:102| 0]: Train Loss:0.0015585, Val MRR:0.41594, icews14 +2023-05-11 12:17:00,390 - [INFO] - [E:102| 100]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 12:17:54,439 - [INFO] - [E:102| 200]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 12:18:48,790 - [INFO] - [E:102| 300]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 12:19:42,859 - [INFO] - [E:102| 400]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 12:20:36,789 - [INFO] - [E:102| 500]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 12:21:31,175 - [INFO] - [E:102| 600]: Train Loss:0.0015405, Val MRR:0.41594, icews14 +2023-05-11 12:22:24,880 - [INFO] - [E:102| 700]: Train Loss:0.0015406, Val MRR:0.41594, icews14 +2023-05-11 12:23:18,764 - [INFO] - [E:102| 800]: Train Loss:0.0015409, Val MRR:0.41594, icews14 +2023-05-11 12:24:13,336 - [INFO] - [E:102| 900]: Train Loss:0.0015416, Val MRR:0.41594, icews14 +2023-05-11 12:24:55,098 - [INFO] - [E:102| 1000]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:25:49,480 - [INFO] - [E:102| 1100]: Train Loss:0.0015418, Val MRR:0.41594, icews14 +2023-05-11 12:26:43,364 - [INFO] - [E:102| 1200]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:27:37,013 - [INFO] - [E:102| 1300]: Train Loss:0.0015418, Val MRR:0.41594, icews14 +2023-05-11 12:28:30,910 - [INFO] - [E:102| 1400]: Train Loss:0.0015418, Val MRR:0.41594, icews14 +2023-05-11 12:29:24,987 - [INFO] - [E:102| 1500]: Train Loss:0.0015419, Val MRR:0.41594, icews14 +2023-05-11 12:30:19,020 - [INFO] - [E:102| 1600]: Train Loss:0.001542, Val MRR:0.41594, icews14 +2023-05-11 12:31:13,075 - [INFO] - [E:102| 1700]: Train Loss:0.0015421, Val MRR:0.41594, icews14 +2023-05-11 12:32:06,705 - [INFO] - [E:102| 1800]: Train Loss:0.0015422, Val MRR:0.41594, icews14 +2023-05-11 12:33:00,556 - [INFO] - [E:102| 1900]: Train Loss:0.0015422, Val MRR:0.41594, icews14 +2023-05-11 12:33:17,709 - [INFO] - [Epoch:102]: Training Loss:0.001542 + +2023-05-11 12:33:17,821 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 12:33:29,482 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 12:33:35,030 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 12:33:54,632 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 12:33:59,960 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.43697, Head : 0.38873, Avg : 0.41285 + +2023-05-11 12:33:59,960 - [INFO] - [Epoch 102]: Training Loss: 0.0015422, Valid MRR: 0.41594, + + + +2023-05-11 12:34:00,558 - [INFO] - [E:103| 0]: Train Loss:0.0015525, Val MRR:0.41594, icews14 +2023-05-11 12:34:54,911 - [INFO] - [E:103| 100]: Train Loss:0.0015404, Val MRR:0.41594, icews14 +2023-05-11 12:35:49,105 - [INFO] - [E:103| 200]: Train Loss:0.0015411, Val MRR:0.41594, icews14 +2023-05-11 12:36:41,785 - [INFO] - [E:103| 300]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:37:34,240 - [INFO] - [E:103| 400]: Train Loss:0.0015411, Val MRR:0.41594, icews14 +2023-05-11 12:38:26,714 - [INFO] - [E:103| 500]: Train Loss:0.0015406, Val MRR:0.41594, icews14 +2023-05-11 12:39:20,486 - [INFO] - [E:103| 600]: Train Loss:0.001541, Val MRR:0.41594, icews14 +2023-05-11 12:40:14,179 - [INFO] - [E:103| 700]: Train Loss:0.0015411, Val MRR:0.41594, icews14 +2023-05-11 12:41:08,683 - [INFO] - [E:103| 800]: Train Loss:0.0015413, Val MRR:0.41594, icews14 +2023-05-11 12:41:56,086 - [INFO] - [E:103| 900]: Train Loss:0.0015414, Val MRR:0.41594, icews14 +2023-05-11 12:42:44,833 - [INFO] - [E:103| 1000]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:43:38,502 - [INFO] - [E:103| 1100]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:44:32,979 - [INFO] - [E:103| 1200]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:45:27,128 - [INFO] - [E:103| 1300]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:46:20,788 - [INFO] - [E:103| 1400]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:47:14,165 - [INFO] - [E:103| 1500]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:48:08,120 - [INFO] - [E:103| 1600]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:49:02,038 - [INFO] - [E:103| 1700]: Train Loss:0.0015416, Val MRR:0.41594, icews14 +2023-05-11 12:49:56,000 - [INFO] - [E:103| 1800]: Train Loss:0.0015416, Val MRR:0.41594, icews14 +2023-05-11 12:50:43,617 - [INFO] - [E:103| 1900]: Train Loss:0.0015416, Val MRR:0.41594, icews14 +2023-05-11 12:51:00,204 - [INFO] - [Epoch:103]: Training Loss:0.001542 + +2023-05-11 12:51:00,477 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 12:51:19,887 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 12:51:25,538 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 12:51:44,962 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 12:51:50,208 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.44203, Head : 0.38927, Avg : 0.41565 + +2023-05-11 12:51:50,209 - [INFO] - [Epoch 103]: Training Loss: 0.0015417, Valid MRR: 0.41594, + + + +2023-05-11 12:51:50,958 - [INFO] - [E:104| 0]: Train Loss:0.0015423, Val MRR:0.41594, icews14 +2023-05-11 12:52:44,700 - [INFO] - [E:104| 100]: Train Loss:0.001539, Val MRR:0.41594, icews14 +2023-05-11 12:53:38,601 - [INFO] - [E:104| 200]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 12:54:32,538 - [INFO] - [E:104| 300]: Train Loss:0.0015388, Val MRR:0.41594, icews14 +2023-05-11 12:55:26,534 - [INFO] - [E:104| 400]: Train Loss:0.0015389, Val MRR:0.41594, icews14 +2023-05-11 12:56:20,229 - [INFO] - [E:104| 500]: Train Loss:0.0015393, Val MRR:0.41594, icews14 +2023-05-11 12:57:08,705 - [INFO] - [E:104| 600]: Train Loss:0.0015393, Val MRR:0.41594, icews14 +2023-05-11 12:58:03,391 - [INFO] - [E:104| 700]: Train Loss:0.0015393, Val MRR:0.41594, icews14 +2023-05-11 12:58:57,591 - [INFO] - [E:104| 800]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 12:59:43,201 - [INFO] - [E:104| 900]: Train Loss:0.0015397, Val MRR:0.41594, icews14 +2023-05-11 13:00:33,923 - [INFO] - [E:104| 1000]: Train Loss:0.0015398, Val MRR:0.41594, icews14 +2023-05-11 13:01:28,482 - [INFO] - [E:104| 1100]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:02:22,524 - [INFO] - [E:104| 1200]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:03:16,438 - [INFO] - [E:104| 1300]: Train Loss:0.0015405, Val MRR:0.41594, icews14 +2023-05-11 13:04:10,622 - [INFO] - [E:104| 1400]: Train Loss:0.0015405, Val MRR:0.41594, icews14 +2023-05-11 13:05:03,301 - [INFO] - [E:104| 1500]: Train Loss:0.0015408, Val MRR:0.41594, icews14 +2023-05-11 13:05:55,496 - [INFO] - [E:104| 1600]: Train Loss:0.0015408, Val MRR:0.41594, icews14 +2023-05-11 13:06:47,406 - [INFO] - [E:104| 1700]: Train Loss:0.0015407, Val MRR:0.41594, icews14 +2023-05-11 13:07:39,210 - [INFO] - [E:104| 1800]: Train Loss:0.0015409, Val MRR:0.41594, icews14 +2023-05-11 13:08:20,643 - [INFO] - [E:104| 1900]: Train Loss:0.0015407, Val MRR:0.41594, icews14 +2023-05-11 13:08:42,863 - [INFO] - [Epoch:104]: Training Loss:0.001541 + +2023-05-11 13:08:43,137 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 13:09:02,115 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 13:09:07,570 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 13:09:26,824 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 13:09:32,116 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.4364, Head : 0.38453, Avg : 0.41047 + +2023-05-11 13:09:32,117 - [INFO] - [Epoch 104]: Training Loss: 0.0015407, Valid MRR: 0.41594, + + + +2023-05-11 13:09:32,631 - [INFO] - [E:105| 0]: Train Loss:0.0015152, Val MRR:0.41594, icews14 +2023-05-11 13:10:26,078 - [INFO] - [E:105| 100]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:11:19,539 - [INFO] - [E:105| 200]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 13:12:12,633 - [INFO] - [E:105| 300]: Train Loss:0.0015398, Val MRR:0.41594, icews14 +2023-05-11 13:13:05,622 - [INFO] - [E:105| 400]: Train Loss:0.0015401, Val MRR:0.41594, icews14 +2023-05-11 13:13:58,878 - [INFO] - [E:105| 500]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 13:14:51,917 - [INFO] - [E:105| 600]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 13:15:44,915 - [INFO] - [E:105| 700]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:16:30,257 - [INFO] - [E:105| 800]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:17:19,736 - [INFO] - [E:105| 900]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 13:18:12,474 - [INFO] - [E:105| 1000]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:19:05,401 - [INFO] - [E:105| 1100]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:19:58,633 - [INFO] - [E:105| 1200]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:20:51,617 - [INFO] - [E:105| 1300]: Train Loss:0.0015399, Val MRR:0.41594, icews14 +2023-05-11 13:21:44,315 - [INFO] - [E:105| 1400]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:22:37,261 - [INFO] - [E:105| 1500]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:23:30,305 - [INFO] - [E:105| 1600]: Train Loss:0.0015399, Val MRR:0.41594, icews14 +2023-05-11 13:24:23,416 - [INFO] - [E:105| 1700]: Train Loss:0.0015401, Val MRR:0.41594, icews14 +2023-05-11 13:25:05,456 - [INFO] - [E:105| 1800]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:25:58,314 - [INFO] - [E:105| 1900]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:26:20,517 - [INFO] - [Epoch:105]: Training Loss:0.00154 + +2023-05-11 13:26:20,650 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 13:26:39,498 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 13:26:44,889 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 13:27:03,852 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 13:27:09,231 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.43959, Head : 0.38806, Avg : 0.41383 + +2023-05-11 13:27:09,231 - [INFO] - [Epoch 105]: Training Loss: 0.0015404, Valid MRR: 0.41594, + + + +2023-05-11 13:27:09,733 - [INFO] - [E:106| 0]: Train Loss:0.0015646, Val MRR:0.41594, icews14 +2023-05-11 13:28:02,610 - [INFO] - [E:106| 100]: Train Loss:0.0015401, Val MRR:0.41594, icews14 +2023-05-11 13:28:55,563 - [INFO] - [E:106| 200]: Train Loss:0.0015388, Val MRR:0.41594, icews14 +2023-05-11 13:29:48,669 - [INFO] - [E:106| 300]: Train Loss:0.0015397, Val MRR:0.41594, icews14 +2023-05-11 13:30:41,805 - [INFO] - [E:106| 400]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:31:34,614 - [INFO] - [E:106| 500]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:32:27,547 - [INFO] - [E:106| 600]: Train Loss:0.0015392, Val MRR:0.41594, icews14 +2023-05-11 13:33:11,364 - [INFO] - [E:106| 700]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:34:02,923 - [INFO] - [E:106| 800]: Train Loss:0.0015397, Val MRR:0.41594, icews14 +2023-05-11 13:34:55,799 - [INFO] - [E:106| 900]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:35:48,457 - [INFO] - [E:106| 1000]: Train Loss:0.0015392, Val MRR:0.41594, icews14 +2023-05-11 13:36:41,549 - [INFO] - [E:106| 1100]: Train Loss:0.0015392, Val MRR:0.41594, icews14 +2023-05-11 13:37:34,625 - [INFO] - [E:106| 1200]: Train Loss:0.0015395, Val MRR:0.41594, icews14 +2023-05-11 13:38:27,662 - [INFO] - [E:106| 1300]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:39:20,629 - [INFO] - [E:106| 1400]: Train Loss:0.0015393, Val MRR:0.41594, icews14 +2023-05-11 13:40:13,613 - [INFO] - [E:106| 1500]: Train Loss:0.0015395, Val MRR:0.41594, icews14 +2023-05-11 13:41:06,381 - [INFO] - [E:106| 1600]: Train Loss:0.0015395, Val MRR:0.41594, icews14 +2023-05-11 13:41:48,449 - [INFO] - [E:106| 1700]: Train Loss:0.0015396, Val MRR:0.41594, icews14 +2023-05-11 13:42:40,875 - [INFO] - [E:106| 1800]: Train Loss:0.0015396, Val MRR:0.41594, icews14 +2023-05-11 13:43:26,985 - [INFO] - [E:106| 1900]: Train Loss:0.0015397, Val MRR:0.41594, icews14 +2023-05-11 13:43:49,277 - [INFO] - [Epoch:106]: Training Loss:0.00154 + +2023-05-11 13:43:49,545 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 13:44:08,467 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 13:44:13,867 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 13:44:32,883 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 13:44:38,152 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.44416, Head : 0.38757, Avg : 0.41587 + +2023-05-11 13:44:38,152 - [INFO] - [Epoch 106]: Training Loss: 0.0015398, Valid MRR: 0.41594, + + + +2023-05-11 13:44:38,782 - [INFO] - [E:107| 0]: Train Loss:0.0015291, Val MRR:0.41594, icews14 +2023-05-11 13:45:31,643 - [INFO] - [E:107| 100]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 13:46:24,745 - [INFO] - [E:107| 200]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 13:47:17,684 - [INFO] - [E:107| 300]: Train Loss:0.0015375, Val MRR:0.41594, icews14 +2023-05-11 13:48:10,742 - [INFO] - [E:107| 400]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 13:49:03,797 - [INFO] - [E:107| 500]: Train Loss:0.0015385, Val MRR:0.41594, icews14 +2023-05-11 13:49:51,846 - [INFO] - [E:107| 600]: Train Loss:0.0015379, Val MRR:0.41594, icews14 +2023-05-11 13:50:39,643 - [INFO] - [E:107| 700]: Train Loss:0.0015379, Val MRR:0.41594, icews14 +2023-05-11 13:51:32,695 - [INFO] - [E:107| 800]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 13:52:25,259 - [INFO] - [E:107| 900]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 13:53:18,069 - [INFO] - [E:107| 1000]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 13:54:11,339 - [INFO] - [E:107| 1100]: Train Loss:0.001538, Val MRR:0.41594, icews14 +2023-05-11 13:55:04,350 - [INFO] - [E:107| 1200]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 13:55:57,116 - [INFO] - [E:107| 1300]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 13:56:50,210 - [INFO] - [E:107| 1400]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 13:57:43,197 - [INFO] - [E:107| 1500]: Train Loss:0.0015383, Val MRR:0.41594, icews14 +2023-05-11 13:58:25,538 - [INFO] - [E:107| 1600]: Train Loss:0.0015384, Val MRR:0.41594, icews14 +2023-05-11 13:59:18,312 - [INFO] - [E:107| 1700]: Train Loss:0.0015386, Val MRR:0.41594, icews14 +2023-05-11 14:00:10,944 - [INFO] - [E:107| 1800]: Train Loss:0.0015385, Val MRR:0.41594, icews14 +2023-05-11 14:01:03,960 - [INFO] - [E:107| 1900]: Train Loss:0.0015387, Val MRR:0.41594, icews14 +2023-05-11 14:01:25,829 - [INFO] - [Epoch:107]: Training Loss:0.001539 + +2023-05-11 14:01:25,988 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 14:01:44,739 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 14:01:50,188 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 14:02:09,000 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 14:02:14,216 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.43958, Head : 0.38624, Avg : 0.41291 + +2023-05-11 14:02:14,216 - [INFO] - [Epoch 107]: Training Loss: 0.0015387, Valid MRR: 0.41594, + + + +2023-05-11 14:02:14,850 - [INFO] - [E:108| 0]: Train Loss:0.0015498, Val MRR:0.41594, icews14 +2023-05-11 14:03:07,859 - [INFO] - [E:108| 100]: Train Loss:0.001541, Val MRR:0.41594, icews14 +2023-05-11 14:04:00,789 - [INFO] - [E:108| 200]: Train Loss:0.001538, Val MRR:0.41594, icews14 +2023-05-11 14:04:53,704 - [INFO] - [E:108| 300]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:05:46,724 - [INFO] - [E:108| 400]: Train Loss:0.0015377, Val MRR:0.41594, icews14 +2023-05-11 14:06:32,670 - [INFO] - [E:108| 500]: Train Loss:0.0015376, Val MRR:0.41594, icews14 +2023-05-11 14:07:22,019 - [INFO] - [E:108| 600]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:08:14,989 - [INFO] - [E:108| 700]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:09:07,716 - [INFO] - [E:108| 800]: Train Loss:0.001538, Val MRR:0.41594, icews14 +2023-05-11 14:10:00,445 - [INFO] - [E:108| 900]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 14:10:53,037 - [INFO] - [E:108| 1000]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 14:11:45,857 - [INFO] - [E:108| 1100]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 14:12:38,671 - [INFO] - [E:108| 1200]: Train Loss:0.001538, Val MRR:0.41594, icews14 +2023-05-11 14:13:31,678 - [INFO] - [E:108| 1300]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 14:14:24,869 - [INFO] - [E:108| 1400]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 14:15:07,185 - [INFO] - [E:108| 1500]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 14:15:59,367 - [INFO] - [E:108| 1600]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 14:16:52,010 - [INFO] - [E:108| 1700]: Train Loss:0.0015383, Val MRR:0.41594, icews14 +2023-05-11 14:17:44,989 - [INFO] - [E:108| 1800]: Train Loss:0.0015384, Val MRR:0.41594, icews14 +2023-05-11 14:18:37,939 - [INFO] - [E:108| 1900]: Train Loss:0.0015384, Val MRR:0.41594, icews14 +2023-05-11 14:18:59,751 - [INFO] - [Epoch:108]: Training Loss:0.001538 + +2023-05-11 14:18:59,909 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 14:19:19,213 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 14:19:24,812 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 14:19:44,135 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 14:19:49,479 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.4391, Head : 0.38866, Avg : 0.41388 + +2023-05-11 14:19:49,479 - [INFO] - [Epoch 108]: Training Loss: 0.0015384, Valid MRR: 0.41594, + + + +2023-05-11 14:19:49,886 - [INFO] - [E:109| 0]: Train Loss:0.0015155, Val MRR:0.41594, icews14 +2023-05-11 14:20:43,181 - [INFO] - [E:109| 100]: Train Loss:0.0015365, Val MRR:0.41594, icews14 +2023-05-11 14:21:36,387 - [INFO] - [E:109| 200]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 14:22:29,444 - [INFO] - [E:109| 300]: Train Loss:0.0015362, Val MRR:0.41594, icews14 +2023-05-11 14:23:12,875 - [INFO] - [E:109| 400]: Train Loss:0.0015352, Val MRR:0.41594, icews14 +2023-05-11 14:24:04,695 - [INFO] - [E:109| 500]: Train Loss:0.0015361, Val MRR:0.41594, icews14 +2023-05-11 14:24:57,709 - [INFO] - [E:109| 600]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 14:25:50,961 - [INFO] - [E:109| 700]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 14:26:43,549 - [INFO] - [E:109| 800]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 14:27:36,534 - [INFO] - [E:109| 900]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 14:28:29,432 - [INFO] - [E:109| 1000]: Train Loss:0.0015372, Val MRR:0.41594, icews14 +2023-05-11 14:29:17,580 - [INFO] - [E:109| 1100]: Train Loss:0.0015372, Val MRR:0.41594, icews14 +2023-05-11 14:30:10,720 - [INFO] - [E:109| 1200]: Train Loss:0.0015373, Val MRR:0.41594, icews14 +2023-05-11 14:31:03,701 - [INFO] - [E:109| 1300]: Train Loss:0.0015371, Val MRR:0.41594, icews14 +2023-05-11 14:31:46,275 - [INFO] - [E:109| 1400]: Train Loss:0.0015374, Val MRR:0.41594, icews14 +2023-05-11 14:32:39,206 - [INFO] - [E:109| 1500]: Train Loss:0.0015376, Val MRR:0.41594, icews14 +2023-05-11 14:33:32,239 - [INFO] - [E:109| 1600]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:34:25,313 - [INFO] - [E:109| 1700]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:35:18,475 - [INFO] - [E:109| 1800]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:36:11,631 - [INFO] - [E:109| 1900]: Train Loss:0.0015379, Val MRR:0.41594, icews14 +2023-05-11 14:36:33,644 - [INFO] - [Epoch:109]: Training Loss:0.001538 + +2023-05-11 14:36:33,799 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 14:36:52,900 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 14:36:58,406 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 14:37:17,576 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 14:37:22,908 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.43834, Head : 0.38727, Avg : 0.41281 + MR: Tail : 685.73, Head : 773.7, Avg : 729.71 + Hit-1: Tail : 0.34774, Head : 0.29955, Avg : 0.32364 + Hit-3: Tail : 0.48756, Head : 0.42687, Avg : 0.45722 + Hit-10: Tail : 0.60638, Head : 0.56318, Avg : 0.58478 +2023-05-11 14:37:22,908 - [INFO] - [Epoch 109]: Training Loss: 0.0015379, Valid MRR: 0.41594, + + + +2023-05-11 14:37:23,327 - [INFO] - [E:110| 0]: Train Loss:0.0015404, Val MRR:0.41594, icews14 +2023-05-11 14:38:16,376 - [INFO] - [E:110| 100]: Train Loss:0.0015349, Val MRR:0.41594, icews14 +2023-05-11 14:39:09,482 - [INFO] - [E:110| 200]: Train Loss:0.0015348, Val MRR:0.41594, icews14 +2023-05-11 14:39:55,739 - [INFO] - [E:110| 300]: Train Loss:0.0015356, Val MRR:0.41594, icews14 +2023-05-11 14:40:45,273 - [INFO] - [E:110| 400]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 14:41:38,300 - [INFO] - [E:110| 500]: Train Loss:0.0015358, Val MRR:0.41594, icews14 +2023-05-11 14:42:31,311 - [INFO] - [E:110| 600]: Train Loss:0.0015358, Val MRR:0.41594, icews14 +2023-05-11 14:43:24,294 - [INFO] - [E:110| 700]: Train Loss:0.0015363, Val MRR:0.41594, icews14 +2023-05-11 14:44:16,674 - [INFO] - [E:110| 800]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 14:45:09,647 - [INFO] - [E:110| 900]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 14:46:02,581 - [INFO] - [E:110| 1000]: Train Loss:0.0015367, Val MRR:0.41594, icews14 +2023-05-11 14:46:55,398 - [INFO] - [E:110| 1100]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 14:47:47,884 - [INFO] - [E:110| 1200]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 14:48:29,797 - [INFO] - [E:110| 1300]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 14:49:22,353 - [INFO] - [E:110| 1400]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 14:50:15,135 - [INFO] - [E:110| 1500]: Train Loss:0.0015371, Val MRR:0.41594, icews14 +2023-05-11 14:51:07,522 - [INFO] - [E:110| 1600]: Train Loss:0.0015372, Val MRR:0.41594, icews14 +2023-05-11 14:52:00,242 - [INFO] - [E:110| 1700]: Train Loss:0.0015376, Val MRR:0.41594, icews14 +2023-05-11 14:52:53,142 - [INFO] - [E:110| 1800]: Train Loss:0.0015376, Val MRR:0.41594, icews14 +2023-05-11 14:53:46,424 - [INFO] - [E:110| 1900]: Train Loss:0.0015375, Val MRR:0.41594, icews14 +2023-05-11 14:54:08,670 - [INFO] - [Epoch:110]: Training Loss:0.001537 + +2023-05-11 14:54:08,822 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 14:54:27,847 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 14:54:33,342 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 14:54:52,334 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 14:54:57,552 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.44058, Head : 0.38748, Avg : 0.41403 + +2023-05-11 14:54:57,552 - [INFO] - [Epoch 110]: Training Loss: 0.0015375, Valid MRR: 0.41594, + + + +2023-05-11 14:54:58,048 - [INFO] - [E:111| 0]: Train Loss:0.0015475, Val MRR:0.41594, icews14 +2023-05-11 14:55:51,316 - [INFO] - [E:111| 100]: Train Loss:0.0015385, Val MRR:0.41594, icews14 +2023-05-11 14:56:35,574 - [INFO] - [E:111| 200]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:57:27,222 - [INFO] - [E:111| 300]: Train Loss:0.0015379, Val MRR:0.41594, icews14 +2023-05-11 14:58:20,495 - [INFO] - [E:111| 400]: Train Loss:0.0015371, Val MRR:0.41594, icews14 +2023-05-11 14:59:13,554 - [INFO] - [E:111| 500]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 15:00:06,564 - [INFO] - [E:111| 600]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 15:00:58,871 - [INFO] - [E:111| 700]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 15:01:51,852 - [INFO] - [E:111| 800]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:02:44,974 - [INFO] - [E:111| 900]: Train Loss:0.0015365, Val MRR:0.41594, icews14 +2023-05-11 15:03:37,970 - [INFO] - [E:111| 1000]: Train Loss:0.0015367, Val MRR:0.41594, icews14 +2023-05-11 15:04:31,355 - [INFO] - [E:111| 1100]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 15:05:14,450 - [INFO] - [E:111| 1200]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:06:07,357 - [INFO] - [E:111| 1300]: Train Loss:0.0015364, Val MRR:0.41594, icews14 +2023-05-11 15:07:00,468 - [INFO] - [E:111| 1400]: Train Loss:0.0015365, Val MRR:0.41594, icews14 +2023-05-11 15:07:53,683 - [INFO] - [E:111| 1500]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:08:46,647 - [INFO] - [E:111| 1600]: Train Loss:0.0015367, Val MRR:0.41594, icews14 +2023-05-11 15:09:39,701 - [INFO] - [E:111| 1700]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:10:32,996 - [INFO] - [E:111| 1800]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 15:11:25,892 - [INFO] - [E:111| 1900]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 15:11:47,804 - [INFO] - [Epoch:111]: Training Loss:0.001537 + +2023-05-11 15:11:47,960 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 15:12:06,921 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 15:12:12,375 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 15:12:31,265 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 15:12:36,476 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.43871, Head : 0.38549, Avg : 0.4121 + +2023-05-11 15:12:36,476 - [INFO] - [Epoch 111]: Training Loss: 0.0015369, Valid MRR: 0.41594, + + + +2023-05-11 15:12:37,211 - [INFO] - [E:112| 0]: Train Loss:0.0015343, Val MRR:0.41594, icews14 +2023-05-11 15:13:19,686 - [INFO] - [E:112| 100]: Train Loss:0.001531, Val MRR:0.41594, icews14 +2023-05-11 15:14:12,872 - [INFO] - [E:112| 200]: Train Loss:0.0015342, Val MRR:0.41594, icews14 +2023-05-11 15:15:05,782 - [INFO] - [E:112| 300]: Train Loss:0.0015345, Val MRR:0.41594, icews14 +2023-05-11 15:15:54,061 - [INFO] - [E:112| 400]: Train Loss:0.0015347, Val MRR:0.41594, icews14 +2023-05-11 15:16:47,063 - [INFO] - [E:112| 500]: Train Loss:0.0015356, Val MRR:0.41594, icews14 +2023-05-11 15:17:39,829 - [INFO] - [E:112| 600]: Train Loss:0.0015357, Val MRR:0.41594, icews14 +2023-05-11 15:18:32,606 - [INFO] - [E:112| 700]: Train Loss:0.0015358, Val MRR:0.41594, icews14 +2023-05-11 15:19:25,510 - [INFO] - [E:112| 800]: Train Loss:0.0015365, Val MRR:0.41594, icews14 +2023-05-11 15:20:18,505 - [INFO] - [E:112| 900]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:21:11,704 - [INFO] - [E:112| 1000]: Train Loss:0.0015363, Val MRR:0.41594, icews14 +2023-05-11 15:21:53,557 - [INFO] - [E:112| 1100]: Train Loss:0.0015363, Val MRR:0.41594, icews14 +2023-05-11 15:22:46,163 - [INFO] - [E:112| 1200]: Train Loss:0.0015362, Val MRR:0.41594, icews14 +2023-05-11 15:23:38,638 - [INFO] - [E:112| 1300]: Train Loss:0.0015363, Val MRR:0.41594, icews14 +2023-05-11 15:24:31,104 - [INFO] - [E:112| 1400]: Train Loss:0.0015361, Val MRR:0.41594, icews14 +2023-05-11 15:25:23,561 - [INFO] - [E:112| 1500]: Train Loss:0.001536, Val MRR:0.41594, icews14 +2023-05-11 15:26:16,488 - [INFO] - [E:112| 1600]: Train Loss:0.001536, Val MRR:0.41594, icews14 +2023-05-11 15:27:09,250 - [INFO] - [E:112| 1700]: Train Loss:0.001536, Val MRR:0.41594, icews14 +2023-05-11 15:28:02,131 - [INFO] - [E:112| 1800]: Train Loss:0.0015361, Val MRR:0.41594, icews14 +2023-05-11 15:28:54,776 - [INFO] - [E:112| 1900]: Train Loss:0.0015361, Val MRR:0.41594, icews14 +2023-05-11 15:29:16,592 - [INFO] - [Epoch:112]: Training Loss:0.001536 + +2023-05-11 15:29:16,745 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 15:29:35,752 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 15:29:41,264 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 15:29:52,830 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 15:29:55,861 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.44115, Head : 0.3891, Avg : 0.41513 + +2023-05-11 15:29:55,861 - [INFO] - [Epoch 112]: Training Loss: 0.0015361, Valid MRR: 0.41594, + + + +2023-05-11 15:29:56,205 - [INFO] - [E:113| 0]: Train Loss:0.0015507, Val MRR:0.41594, icews14 +2023-05-11 15:30:46,432 - [INFO] - [E:113| 100]: Train Loss:0.0015344, Val MRR:0.41594, icews14 +2023-05-11 15:31:39,408 - [INFO] - [E:113| 200]: Train Loss:0.0015349, Val MRR:0.41594, icews14 +2023-05-11 15:32:32,672 - [INFO] - [E:113| 300]: Train Loss:0.0015346, Val MRR:0.41594, icews14 +2023-05-11 15:33:26,174 - [INFO] - [E:113| 400]: Train Loss:0.0015347, Val MRR:0.41594, icews14 +2023-05-11 15:34:18,619 - [INFO] - [E:113| 500]: Train Loss:0.0015347, Val MRR:0.41594, icews14 +2023-05-11 15:35:11,736 - [INFO] - [E:113| 600]: Train Loss:0.0015346, Val MRR:0.41594, icews14 +2023-05-11 15:36:04,910 - [INFO] - [E:113| 700]: Train Loss:0.0015348, Val MRR:0.41594, icews14 +2023-05-11 15:36:57,956 - [INFO] - [E:113| 800]: Train Loss:0.0015351, Val MRR:0.41594, icews14 +2023-05-11 15:37:50,993 - [INFO] - [E:113| 900]: Train Loss:0.0015351, Val MRR:0.41594, icews14 +2023-05-11 15:38:32,602 - [INFO] - [E:113| 1000]: Train Loss:0.0015351, Val MRR:0.41594, icews14 +2023-05-11 15:39:25,776 - [INFO] - [E:113| 1100]: Train Loss:0.0015352, Val MRR:0.41594, icews14 +2023-05-11 15:40:18,655 - [INFO] - [E:113| 1200]: Train Loss:0.0015351, Val MRR:0.41594, icews14 +2023-05-11 15:41:11,755 - [INFO] - [E:113| 1300]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 15:42:05,173 - [INFO] - [E:113| 1400]: Train Loss:0.0015354, Val MRR:0.41594, icews14 +2023-05-11 15:42:57,567 - [INFO] - [E:113| 1500]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 15:43:50,737 - [INFO] - [E:113| 1600]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 15:44:43,715 - [INFO] - [E:113| 1700]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 15:45:36,613 - [INFO] - [E:113| 1800]: Train Loss:0.0015356, Val MRR:0.41594, icews14 +2023-05-11 15:46:26,580 - [INFO] - [E:113| 1900]: Train Loss:0.0015356, Val MRR:0.41594, icews14 +2023-05-11 15:46:40,740 - [INFO] - [Epoch:113]: Training Loss:0.001536 + +2023-05-11 15:46:41,005 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 15:47:00,148 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 15:47:05,697 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 15:47:24,931 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 15:47:30,276 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.44249, Head : 0.39105, Avg : 0.41677 + +2023-05-11 15:47:31,484 - [INFO] - [Epoch 113]: Training Loss: 0.0015356, Valid MRR: 0.41677, + + + +2023-05-11 15:47:32,050 - [INFO] - [E:114| 0]: Train Loss:0.0015514, Val MRR:0.41677, icews14 +2023-05-11 15:48:24,881 - [INFO] - [E:114| 100]: Train Loss:0.0015374, Val MRR:0.41677, icews14 +2023-05-11 15:49:17,747 - [INFO] - [E:114| 200]: Train Loss:0.0015358, Val MRR:0.41677, icews14 +2023-05-11 15:50:10,712 - [INFO] - [E:114| 300]: Train Loss:0.0015346, Val MRR:0.41677, icews14 +2023-05-11 15:51:03,662 - [INFO] - [E:114| 400]: Train Loss:0.0015347, Val MRR:0.41677, icews14 +2023-05-11 15:51:56,508 - [INFO] - [E:114| 500]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:52:48,364 - [INFO] - [E:114| 600]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:53:41,413 - [INFO] - [E:114| 700]: Train Loss:0.0015351, Val MRR:0.41677, icews14 +2023-05-11 15:54:34,459 - [INFO] - [E:114| 800]: Train Loss:0.0015348, Val MRR:0.41677, icews14 +2023-05-11 15:55:16,768 - [INFO] - [E:114| 900]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:56:09,627 - [INFO] - [E:114| 1000]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:57:02,438 - [INFO] - [E:114| 1100]: Train Loss:0.0015351, Val MRR:0.41677, icews14 +2023-05-11 15:57:54,889 - [INFO] - [E:114| 1200]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:58:48,027 - [INFO] - [E:114| 1300]: Train Loss:0.0015354, Val MRR:0.41677, icews14 +2023-05-11 15:59:40,501 - [INFO] - [E:114| 1400]: Train Loss:0.0015353, Val MRR:0.41677, icews14 +2023-05-11 16:00:33,810 - [INFO] - [E:114| 1500]: Train Loss:0.0015353, Val MRR:0.41677, icews14 +2023-05-11 16:01:21,813 - [INFO] - [E:114| 1600]: Train Loss:0.0015354, Val MRR:0.41677, icews14 +2023-05-11 16:02:14,692 - [INFO] - [E:114| 1700]: Train Loss:0.0015354, Val MRR:0.41677, icews14 +2023-05-11 16:03:06,626 - [INFO] - [E:114| 1800]: Train Loss:0.0015353, Val MRR:0.41677, icews14 +2023-05-11 16:03:50,417 - [INFO] - [E:114| 1900]: Train Loss:0.0015354, Val MRR:0.41677, icews14 +2023-05-11 16:04:12,718 - [INFO] - [Epoch:114]: Training Loss:0.001535 + +2023-05-11 16:04:12,869 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 16:04:32,119 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 16:04:37,665 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 16:04:56,549 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 16:05:01,808 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.44029, Head : 0.38762, Avg : 0.41395 + +2023-05-11 16:05:01,809 - [INFO] - [Epoch 114]: Training Loss: 0.0015353, Valid MRR: 0.41677, + + + +2023-05-11 16:05:02,305 - [INFO] - [E:115| 0]: Train Loss:0.0015772, Val MRR:0.41677, icews14 +2023-05-11 16:05:55,650 - [INFO] - [E:115| 100]: Train Loss:0.0015335, Val MRR:0.41677, icews14 +2023-05-11 16:06:48,408 - [INFO] - [E:115| 200]: Train Loss:0.0015346, Val MRR:0.41677, icews14 +2023-05-11 16:07:41,171 - [INFO] - [E:115| 300]: Train Loss:0.0015344, Val MRR:0.41677, icews14 +2023-05-11 16:08:34,215 - [INFO] - [E:115| 400]: Train Loss:0.0015345, Val MRR:0.41677, icews14 +2023-05-11 16:09:26,639 - [INFO] - [E:115| 500]: Train Loss:0.0015348, Val MRR:0.41677, icews14 +2023-05-11 16:10:19,866 - [INFO] - [E:115| 600]: Train Loss:0.0015344, Val MRR:0.41677, icews14 +2023-05-11 16:11:12,471 - [INFO] - [E:115| 700]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:11:54,868 - [INFO] - [E:115| 800]: Train Loss:0.0015336, Val MRR:0.41677, icews14 +2023-05-11 16:12:48,107 - [INFO] - [E:115| 900]: Train Loss:0.0015337, Val MRR:0.41677, icews14 +2023-05-11 16:13:41,117 - [INFO] - [E:115| 1000]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:14:34,125 - [INFO] - [E:115| 1100]: Train Loss:0.0015342, Val MRR:0.41677, icews14 +2023-05-11 16:15:27,205 - [INFO] - [E:115| 1200]: Train Loss:0.0015343, Val MRR:0.41677, icews14 +2023-05-11 16:16:20,157 - [INFO] - [E:115| 1300]: Train Loss:0.0015344, Val MRR:0.41677, icews14 +2023-05-11 16:17:13,175 - [INFO] - [E:115| 1400]: Train Loss:0.0015345, Val MRR:0.41677, icews14 +2023-05-11 16:18:06,547 - [INFO] - [E:115| 1500]: Train Loss:0.0015346, Val MRR:0.41677, icews14 +2023-05-11 16:18:59,658 - [INFO] - [E:115| 1600]: Train Loss:0.0015347, Val MRR:0.41677, icews14 +2023-05-11 16:19:48,905 - [INFO] - [E:115| 1700]: Train Loss:0.0015348, Val MRR:0.41677, icews14 +2023-05-11 16:20:34,480 - [INFO] - [E:115| 1800]: Train Loss:0.0015349, Val MRR:0.41677, icews14 +2023-05-11 16:21:27,861 - [INFO] - [E:115| 1900]: Train Loss:0.0015349, Val MRR:0.41677, icews14 +2023-05-11 16:21:50,171 - [INFO] - [Epoch:115]: Training Loss:0.001535 + +2023-05-11 16:21:50,317 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 16:22:09,521 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 16:22:15,075 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 16:22:34,116 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 16:22:39,454 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.44264, Head : 0.39068, Avg : 0.41666 + +2023-05-11 16:22:39,454 - [INFO] - [Epoch 115]: Training Loss: 0.0015349, Valid MRR: 0.41677, + + + +2023-05-11 16:22:39,865 - [INFO] - [E:116| 0]: Train Loss:0.0015185, Val MRR:0.41677, icews14 +2023-05-11 16:23:33,286 - [INFO] - [E:116| 100]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 16:24:26,286 - [INFO] - [E:116| 200]: Train Loss:0.0015319, Val MRR:0.41677, icews14 +2023-05-11 16:25:19,729 - [INFO] - [E:116| 300]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 16:26:11,991 - [INFO] - [E:116| 400]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 16:27:04,827 - [INFO] - [E:116| 500]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 16:27:57,883 - [INFO] - [E:116| 600]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 16:28:40,518 - [INFO] - [E:116| 700]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 16:29:33,925 - [INFO] - [E:116| 800]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 16:30:26,762 - [INFO] - [E:116| 900]: Train Loss:0.0015338, Val MRR:0.41677, icews14 +2023-05-11 16:31:19,221 - [INFO] - [E:116| 1000]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:32:11,857 - [INFO] - [E:116| 1100]: Train Loss:0.0015337, Val MRR:0.41677, icews14 +2023-05-11 16:33:04,444 - [INFO] - [E:116| 1200]: Train Loss:0.0015336, Val MRR:0.41677, icews14 +2023-05-11 16:33:57,229 - [INFO] - [E:116| 1300]: Train Loss:0.0015337, Val MRR:0.41677, icews14 +2023-05-11 16:34:50,120 - [INFO] - [E:116| 1400]: Train Loss:0.0015336, Val MRR:0.41677, icews14 +2023-05-11 16:35:43,095 - [INFO] - [E:116| 1500]: Train Loss:0.0015338, Val MRR:0.41677, icews14 +2023-05-11 16:36:30,169 - [INFO] - [E:116| 1600]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:37:18,327 - [INFO] - [E:116| 1700]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:38:10,519 - [INFO] - [E:116| 1800]: Train Loss:0.0015341, Val MRR:0.41677, icews14 +2023-05-11 16:39:03,488 - [INFO] - [E:116| 1900]: Train Loss:0.0015341, Val MRR:0.41677, icews14 +2023-05-11 16:39:25,830 - [INFO] - [Epoch:116]: Training Loss:0.001534 + +2023-05-11 16:39:26,062 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 16:39:44,869 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 16:39:50,302 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 16:40:09,351 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 16:40:14,607 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.44039, Head : 0.38924, Avg : 0.41481 + +2023-05-11 16:40:14,608 - [INFO] - [Epoch 116]: Training Loss: 0.0015342, Valid MRR: 0.41677, + + + +2023-05-11 16:40:15,236 - [INFO] - [E:117| 0]: Train Loss:0.0015245, Val MRR:0.41677, icews14 +2023-05-11 16:41:08,546 - [INFO] - [E:117| 100]: Train Loss:0.0015348, Val MRR:0.41677, icews14 +2023-05-11 16:42:01,517 - [INFO] - [E:117| 200]: Train Loss:0.0015345, Val MRR:0.41677, icews14 +2023-05-11 16:42:54,090 - [INFO] - [E:117| 300]: Train Loss:0.0015347, Val MRR:0.41677, icews14 +2023-05-11 16:43:46,900 - [INFO] - [E:117| 400]: Train Loss:0.0015335, Val MRR:0.41677, icews14 +2023-05-11 16:44:39,687 - [INFO] - [E:117| 500]: Train Loss:0.001534, Val MRR:0.41677, icews14 +2023-05-11 16:45:22,719 - [INFO] - [E:117| 600]: Train Loss:0.0015334, Val MRR:0.41677, icews14 +2023-05-11 16:46:15,733 - [INFO] - [E:117| 700]: Train Loss:0.0015331, Val MRR:0.41677, icews14 +2023-05-11 16:47:08,809 - [INFO] - [E:117| 800]: Train Loss:0.0015331, Val MRR:0.41677, icews14 +2023-05-11 16:47:56,976 - [INFO] - [E:117| 900]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 16:48:50,252 - [INFO] - [E:117| 1000]: Train Loss:0.0015333, Val MRR:0.41677, icews14 +2023-05-11 16:49:43,123 - [INFO] - [E:117| 1100]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 16:50:36,070 - [INFO] - [E:117| 1200]: Train Loss:0.0015333, Val MRR:0.41677, icews14 +2023-05-11 16:51:28,878 - [INFO] - [E:117| 1300]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 16:52:21,852 - [INFO] - [E:117| 1400]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 16:53:12,004 - [INFO] - [E:117| 1500]: Train Loss:0.0015333, Val MRR:0.41677, icews14 +2023-05-11 16:53:57,090 - [INFO] - [E:117| 1600]: Train Loss:0.0015335, Val MRR:0.41677, icews14 +2023-05-11 16:54:50,029 - [INFO] - [E:117| 1700]: Train Loss:0.0015335, Val MRR:0.41677, icews14 +2023-05-11 16:55:43,056 - [INFO] - [E:117| 1800]: Train Loss:0.0015336, Val MRR:0.41677, icews14 +2023-05-11 16:56:35,973 - [INFO] - [E:117| 1900]: Train Loss:0.0015338, Val MRR:0.41677, icews14 +2023-05-11 16:56:57,734 - [INFO] - [Epoch:117]: Training Loss:0.001534 + +2023-05-11 16:56:57,887 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 16:57:17,213 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 16:57:22,837 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 16:57:42,029 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 16:57:47,299 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.44249, Head : 0.38613, Avg : 0.41431 + +2023-05-11 16:57:47,300 - [INFO] - [Epoch 117]: Training Loss: 0.0015337, Valid MRR: 0.41677, + + + +2023-05-11 16:57:47,757 - [INFO] - [E:118| 0]: Train Loss:0.0015207, Val MRR:0.41677, icews14 +2023-05-11 16:58:40,973 - [INFO] - [E:118| 100]: Train Loss:0.0015367, Val MRR:0.41677, icews14 +2023-05-11 16:59:34,014 - [INFO] - [E:118| 200]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:00:26,582 - [INFO] - [E:118| 300]: Train Loss:0.0015331, Val MRR:0.41677, icews14 +2023-05-11 17:01:19,699 - [INFO] - [E:118| 400]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:02:01,932 - [INFO] - [E:118| 500]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:02:55,253 - [INFO] - [E:118| 600]: Train Loss:0.0015322, Val MRR:0.41677, icews14 +2023-05-11 17:03:48,272 - [INFO] - [E:118| 700]: Train Loss:0.0015324, Val MRR:0.41677, icews14 +2023-05-11 17:04:41,234 - [INFO] - [E:118| 800]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:05:33,528 - [INFO] - [E:118| 900]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:06:25,345 - [INFO] - [E:118| 1000]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:07:18,140 - [INFO] - [E:118| 1100]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:08:11,491 - [INFO] - [E:118| 1200]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:09:04,379 - [INFO] - [E:118| 1300]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:09:52,644 - [INFO] - [E:118| 1400]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:10:40,571 - [INFO] - [E:118| 1500]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:11:33,479 - [INFO] - [E:118| 1600]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:12:26,519 - [INFO] - [E:118| 1700]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 17:13:19,656 - [INFO] - [E:118| 1800]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 17:14:12,533 - [INFO] - [E:118| 1900]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 17:14:34,450 - [INFO] - [Epoch:118]: Training Loss:0.001533 + +2023-05-11 17:14:34,605 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 17:14:53,846 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 17:14:58,764 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 17:15:18,049 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 17:15:23,399 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.4404, Head : 0.39172, Avg : 0.41606 + +2023-05-11 17:15:23,399 - [INFO] - [Epoch 118]: Training Loss: 0.0015332, Valid MRR: 0.41677, + + + +2023-05-11 17:15:24,128 - [INFO] - [E:119| 0]: Train Loss:0.0015114, Val MRR:0.41677, icews14 +2023-05-11 17:16:17,298 - [INFO] - [E:119| 100]: Train Loss:0.0015298, Val MRR:0.41677, icews14 +2023-05-11 17:17:09,808 - [INFO] - [E:119| 200]: Train Loss:0.0015305, Val MRR:0.41677, icews14 +2023-05-11 17:18:02,633 - [INFO] - [E:119| 300]: Train Loss:0.0015316, Val MRR:0.41677, icews14 +2023-05-11 17:18:45,003 - [INFO] - [E:119| 400]: Train Loss:0.0015318, Val MRR:0.41677, icews14 +2023-05-11 17:19:37,611 - [INFO] - [E:119| 500]: Train Loss:0.0015319, Val MRR:0.41677, icews14 +2023-05-11 17:20:30,696 - [INFO] - [E:119| 600]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:21:23,722 - [INFO] - [E:119| 700]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:22:16,800 - [INFO] - [E:119| 800]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:23:09,601 - [INFO] - [E:119| 900]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:24:02,571 - [INFO] - [E:119| 1000]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 17:24:55,798 - [INFO] - [E:119| 1100]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 17:25:48,871 - [INFO] - [E:119| 1200]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:26:34,300 - [INFO] - [E:119| 1300]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:27:23,727 - [INFO] - [E:119| 1400]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:28:16,830 - [INFO] - [E:119| 1500]: Train Loss:0.0015331, Val MRR:0.41677, icews14 +2023-05-11 17:29:09,830 - [INFO] - [E:119| 1600]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 17:30:02,910 - [INFO] - [E:119| 1700]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:30:56,096 - [INFO] - [E:119| 1800]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:31:49,078 - [INFO] - [E:119| 1900]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:32:11,573 - [INFO] - [Epoch:119]: Training Loss:0.001533 + +2023-05-11 17:32:11,847 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 17:32:30,728 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 17:32:36,092 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 17:32:54,963 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 17:33:00,279 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.44277, Head : 0.38766, Avg : 0.41521 + MR: Tail : 689.04, Head : 775.07, Avg : 732.05 + Hit-1: Tail : 0.3555, Head : 0.29712, Avg : 0.32631 + Hit-3: Tail : 0.48695, Head : 0.43088, Avg : 0.45891 + Hit-10: Tail : 0.60626, Head : 0.56026, Avg : 0.58326 +2023-05-11 17:33:00,279 - [INFO] - [Epoch 119]: Training Loss: 0.0015331, Valid MRR: 0.41677, + + + +2023-05-11 17:33:00,907 - [INFO] - [E:120| 0]: Train Loss:0.0015509, Val MRR:0.41677, icews14 +2023-05-11 17:33:48,373 - [INFO] - [E:120| 100]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 17:34:40,973 - [INFO] - [E:120| 200]: Train Loss:0.0015315, Val MRR:0.41677, icews14 +2023-05-11 17:35:23,644 - [INFO] - [E:120| 300]: Train Loss:0.0015319, Val MRR:0.41677, icews14 +2023-05-11 17:36:16,647 - [INFO] - [E:120| 400]: Train Loss:0.0015322, Val MRR:0.41677, icews14 +2023-05-11 17:37:09,797 - [INFO] - [E:120| 500]: Train Loss:0.0015321, Val MRR:0.41677, icews14 +2023-05-11 17:38:02,961 - [INFO] - [E:120| 600]: Train Loss:0.0015323, Val MRR:0.41677, icews14 +2023-05-11 17:38:55,580 - [INFO] - [E:120| 700]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:39:47,585 - [INFO] - [E:120| 800]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:40:39,660 - [INFO] - [E:120| 900]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:41:32,087 - [INFO] - [E:120| 1000]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:42:25,032 - [INFO] - [E:120| 1100]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:43:13,232 - [INFO] - [E:120| 1200]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 17:44:00,389 - [INFO] - [E:120| 1300]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:44:53,328 - [INFO] - [E:120| 1400]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:45:46,405 - [INFO] - [E:120| 1500]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:46:39,548 - [INFO] - [E:120| 1600]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:47:32,808 - [INFO] - [E:120| 1700]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:48:25,941 - [INFO] - [E:120| 1800]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:49:18,918 - [INFO] - [E:120| 1900]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:49:40,853 - [INFO] - [Epoch:120]: Training Loss:0.001533 + +2023-05-11 17:49:41,006 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 17:50:00,254 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 17:50:05,705 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 17:50:24,853 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 17:50:30,233 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.44414, Head : 0.39221, Avg : 0.41817 + +2023-05-11 17:50:31,512 - [INFO] - [Epoch 120]: Training Loss: 0.0015327, Valid MRR: 0.41817, + + + +2023-05-11 17:50:32,235 - [INFO] - [E:121| 0]: Train Loss:0.0015325, Val MRR:0.41817, icews14 +2023-05-11 17:51:24,303 - [INFO] - [E:121| 100]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 17:52:06,927 - [INFO] - [E:121| 200]: Train Loss:0.0015335, Val MRR:0.41817, icews14 +2023-05-11 17:53:00,006 - [INFO] - [E:121| 300]: Train Loss:0.001533, Val MRR:0.41817, icews14 +2023-05-11 17:53:53,048 - [INFO] - [E:121| 400]: Train Loss:0.0015328, Val MRR:0.41817, icews14 +2023-05-11 17:54:46,162 - [INFO] - [E:121| 500]: Train Loss:0.0015327, Val MRR:0.41817, icews14 +2023-05-11 17:55:39,013 - [INFO] - [E:121| 600]: Train Loss:0.0015325, Val MRR:0.41817, icews14 +2023-05-11 17:56:32,206 - [INFO] - [E:121| 700]: Train Loss:0.0015326, Val MRR:0.41817, icews14 +2023-05-11 17:57:25,408 - [INFO] - [E:121| 800]: Train Loss:0.0015322, Val MRR:0.41817, icews14 +2023-05-11 17:58:18,501 - [INFO] - [E:121| 900]: Train Loss:0.0015319, Val MRR:0.41817, icews14 +2023-05-11 17:59:11,569 - [INFO] - [E:121| 1000]: Train Loss:0.001532, Val MRR:0.41817, icews14 +2023-05-11 17:59:56,883 - [INFO] - [E:121| 1100]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:00:46,821 - [INFO] - [E:121| 1200]: Train Loss:0.0015316, Val MRR:0.41817, icews14 +2023-05-11 18:01:39,519 - [INFO] - [E:121| 1300]: Train Loss:0.0015316, Val MRR:0.41817, icews14 +2023-05-11 18:02:32,389 - [INFO] - [E:121| 1400]: Train Loss:0.0015314, Val MRR:0.41817, icews14 +2023-05-11 18:03:25,305 - [INFO] - [E:121| 1500]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:04:18,535 - [INFO] - [E:121| 1600]: Train Loss:0.0015319, Val MRR:0.41817, icews14 +2023-05-11 18:05:11,536 - [INFO] - [E:121| 1700]: Train Loss:0.001532, Val MRR:0.41817, icews14 +2023-05-11 18:06:04,709 - [INFO] - [E:121| 1800]: Train Loss:0.0015319, Val MRR:0.41817, icews14 +2023-05-11 18:06:57,696 - [INFO] - [E:121| 1900]: Train Loss:0.0015321, Val MRR:0.41817, icews14 +2023-05-11 18:07:19,898 - [INFO] - [Epoch:121]: Training Loss:0.001532 + +2023-05-11 18:07:20,171 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 18:07:38,845 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 18:07:44,117 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 18:08:02,401 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 18:08:05,425 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.44268, Head : 0.38826, Avg : 0.41547 + +2023-05-11 18:08:05,425 - [INFO] - [Epoch 121]: Training Loss: 0.0015321, Valid MRR: 0.41817, + + + +2023-05-11 18:08:05,784 - [INFO] - [E:122| 0]: Train Loss:0.0015089, Val MRR:0.41817, icews14 +2023-05-11 18:08:50,443 - [INFO] - [E:122| 100]: Train Loss:0.0015324, Val MRR:0.41817, icews14 +2023-05-11 18:09:43,611 - [INFO] - [E:122| 200]: Train Loss:0.0015307, Val MRR:0.41817, icews14 +2023-05-11 18:10:36,801 - [INFO] - [E:122| 300]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 18:11:30,020 - [INFO] - [E:122| 400]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:12:22,925 - [INFO] - [E:122| 500]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:13:15,775 - [INFO] - [E:122| 600]: Train Loss:0.001532, Val MRR:0.41817, icews14 +2023-05-11 18:14:08,630 - [INFO] - [E:122| 700]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:15:01,289 - [INFO] - [E:122| 800]: Train Loss:0.0015314, Val MRR:0.41817, icews14 +2023-05-11 18:15:53,929 - [INFO] - [E:122| 900]: Train Loss:0.0015313, Val MRR:0.41817, icews14 +2023-05-11 18:16:37,052 - [INFO] - [E:122| 1000]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:17:29,346 - [INFO] - [E:122| 1100]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:18:22,097 - [INFO] - [E:122| 1200]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:19:15,223 - [INFO] - [E:122| 1300]: Train Loss:0.0015317, Val MRR:0.41817, icews14 +2023-05-11 18:20:03,783 - [INFO] - [E:122| 1400]: Train Loss:0.0015317, Val MRR:0.41817, icews14 +2023-05-11 18:20:56,893 - [INFO] - [E:122| 1500]: Train Loss:0.0015316, Val MRR:0.41817, icews14 +2023-05-11 18:21:49,846 - [INFO] - [E:122| 1600]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:22:43,145 - [INFO] - [E:122| 1700]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:23:36,219 - [INFO] - [E:122| 1800]: Train Loss:0.0015319, Val MRR:0.41817, icews14 +2023-05-11 18:24:29,371 - [INFO] - [E:122| 1900]: Train Loss:0.001532, Val MRR:0.41817, icews14 +2023-05-11 18:24:49,866 - [INFO] - [Epoch:122]: Training Loss:0.001532 + +2023-05-11 18:24:49,977 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 18:25:00,868 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 18:25:03,999 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 18:25:21,776 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 18:25:27,116 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.44071, Head : 0.39092, Avg : 0.41581 + +2023-05-11 18:25:27,116 - [INFO] - [Epoch 122]: Training Loss: 0.0015321, Valid MRR: 0.41817, + + + +2023-05-11 18:25:27,524 - [INFO] - [E:123| 0]: Train Loss:0.0015184, Val MRR:0.41817, icews14 +2023-05-11 18:26:20,710 - [INFO] - [E:123| 100]: Train Loss:0.0015271, Val MRR:0.41817, icews14 +2023-05-11 18:27:13,789 - [INFO] - [E:123| 200]: Train Loss:0.0015284, Val MRR:0.41817, icews14 +2023-05-11 18:28:06,792 - [INFO] - [E:123| 300]: Train Loss:0.0015296, Val MRR:0.41817, icews14 +2023-05-11 18:28:59,984 - [INFO] - [E:123| 400]: Train Loss:0.0015298, Val MRR:0.41817, icews14 +2023-05-11 18:29:52,907 - [INFO] - [E:123| 500]: Train Loss:0.0015299, Val MRR:0.41817, icews14 +2023-05-11 18:30:46,013 - [INFO] - [E:123| 600]: Train Loss:0.0015301, Val MRR:0.41817, icews14 +2023-05-11 18:31:38,788 - [INFO] - [E:123| 700]: Train Loss:0.0015302, Val MRR:0.41817, icews14 +2023-05-11 18:32:31,919 - [INFO] - [E:123| 800]: Train Loss:0.0015307, Val MRR:0.41817, icews14 +2023-05-11 18:33:18,161 - [INFO] - [E:123| 900]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 18:34:07,303 - [INFO] - [E:123| 1000]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 18:35:00,624 - [INFO] - [E:123| 1100]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:35:53,691 - [INFO] - [E:123| 1200]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:36:46,516 - [INFO] - [E:123| 1300]: Train Loss:0.001531, Val MRR:0.41817, icews14 +2023-05-11 18:37:39,484 - [INFO] - [E:123| 1400]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:38:32,019 - [INFO] - [E:123| 1500]: Train Loss:0.0015314, Val MRR:0.41817, icews14 +2023-05-11 18:39:24,981 - [INFO] - [E:123| 1600]: Train Loss:0.0015313, Val MRR:0.41817, icews14 +2023-05-11 18:40:18,005 - [INFO] - [E:123| 1700]: Train Loss:0.0015313, Val MRR:0.41817, icews14 +2023-05-11 18:41:10,951 - [INFO] - [E:123| 1800]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:41:53,652 - [INFO] - [E:123| 1900]: Train Loss:0.0015313, Val MRR:0.41817, icews14 +2023-05-11 18:42:15,449 - [INFO] - [Epoch:123]: Training Loss:0.001531 + +2023-05-11 18:42:15,583 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 18:42:34,848 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 18:42:40,317 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 18:42:59,323 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 18:43:04,721 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.44195, Head : 0.38849, Avg : 0.41522 + +2023-05-11 18:43:04,721 - [INFO] - [Epoch 123]: Training Loss: 0.0015314, Valid MRR: 0.41817, + + + +2023-05-11 18:43:05,219 - [INFO] - [E:124| 0]: Train Loss:0.0015214, Val MRR:0.41817, icews14 +2023-05-11 18:43:58,216 - [INFO] - [E:124| 100]: Train Loss:0.0015283, Val MRR:0.41817, icews14 +2023-05-11 18:44:51,245 - [INFO] - [E:124| 200]: Train Loss:0.0015273, Val MRR:0.41817, icews14 +2023-05-11 18:45:44,557 - [INFO] - [E:124| 300]: Train Loss:0.0015292, Val MRR:0.41817, icews14 +2023-05-11 18:46:37,558 - [INFO] - [E:124| 400]: Train Loss:0.0015295, Val MRR:0.41817, icews14 +2023-05-11 18:47:30,122 - [INFO] - [E:124| 500]: Train Loss:0.0015299, Val MRR:0.41817, icews14 +2023-05-11 18:48:22,766 - [INFO] - [E:124| 600]: Train Loss:0.0015303, Val MRR:0.41817, icews14 +2023-05-11 18:49:15,380 - [INFO] - [E:124| 700]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 18:49:59,259 - [INFO] - [E:124| 800]: Train Loss:0.0015306, Val MRR:0.41817, icews14 +2023-05-11 18:50:50,531 - [INFO] - [E:124| 900]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:51:43,309 - [INFO] - [E:124| 1000]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:52:36,069 - [INFO] - [E:124| 1100]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:53:29,010 - [INFO] - [E:124| 1200]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:54:21,836 - [INFO] - [E:124| 1300]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:55:14,626 - [INFO] - [E:124| 1400]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:56:07,618 - [INFO] - [E:124| 1500]: Train Loss:0.001531, Val MRR:0.41817, icews14 +2023-05-11 18:57:00,417 - [INFO] - [E:124| 1600]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:57:53,503 - [INFO] - [E:124| 1700]: Train Loss:0.0015309, Val MRR:0.41817, icews14 +2023-05-11 18:58:36,030 - [INFO] - [E:124| 1800]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:59:28,820 - [INFO] - [E:124| 1900]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:59:50,700 - [INFO] - [Epoch:124]: Training Loss:0.001531 + +2023-05-11 18:59:50,849 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 19:00:09,971 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 19:00:15,503 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 19:00:34,539 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 19:00:39,794 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.44256, Head : 0.3903, Avg : 0.41643 + +2023-05-11 19:00:39,794 - [INFO] - [Epoch 124]: Training Loss: 0.0015313, Valid MRR: 0.41817, + + + +2023-05-11 19:00:40,528 - [INFO] - [E:125| 0]: Train Loss:0.0015258, Val MRR:0.41817, icews14 +2023-05-11 19:01:33,534 - [INFO] - [E:125| 100]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 19:02:26,691 - [INFO] - [E:125| 200]: Train Loss:0.0015304, Val MRR:0.41817, icews14 +2023-05-11 19:03:19,554 - [INFO] - [E:125| 300]: Train Loss:0.0015295, Val MRR:0.41817, icews14 +2023-05-11 19:04:12,594 - [INFO] - [E:125| 400]: Train Loss:0.0015299, Val MRR:0.41817, icews14 +2023-05-11 19:05:05,679 - [INFO] - [E:125| 500]: Train Loss:0.0015301, Val MRR:0.41817, icews14 +2023-05-11 19:05:53,704 - [INFO] - [E:125| 600]: Train Loss:0.0015306, Val MRR:0.41817, icews14 +2023-05-11 19:06:40,635 - [INFO] - [E:125| 700]: Train Loss:0.0015307, Val MRR:0.41817, icews14 +2023-05-11 19:07:28,777 - [INFO] - [E:125| 800]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 19:08:21,616 - [INFO] - [E:125| 900]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:09:14,738 - [INFO] - [E:125| 1000]: Train Loss:0.0015306, Val MRR:0.41817, icews14 +2023-05-11 19:10:07,504 - [INFO] - [E:125| 1100]: Train Loss:0.0015304, Val MRR:0.41817, icews14 +2023-05-11 19:11:00,451 - [INFO] - [E:125| 1200]: Train Loss:0.0015303, Val MRR:0.41817, icews14 +2023-05-11 19:11:53,480 - [INFO] - [E:125| 1300]: Train Loss:0.0015304, Val MRR:0.41817, icews14 +2023-05-11 19:12:46,530 - [INFO] - [E:125| 1400]: Train Loss:0.0015304, Val MRR:0.41817, icews14 +2023-05-11 19:13:39,584 - [INFO] - [E:125| 1500]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:14:32,459 - [INFO] - [E:125| 1600]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:15:14,413 - [INFO] - [E:125| 1700]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:16:07,299 - [INFO] - [E:125| 1800]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:17:00,065 - [INFO] - [E:125| 1900]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:17:22,229 - [INFO] - [Epoch:125]: Training Loss:0.00153 + +2023-05-11 19:17:22,491 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 19:17:41,190 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 19:17:46,582 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 19:18:05,458 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 19:18:10,769 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.44863, Head : 0.39199, Avg : 0.42031 + +2023-05-11 19:18:12,050 - [INFO] - [Epoch 125]: Training Loss: 0.0015305, Valid MRR: 0.42031, + + + +2023-05-11 19:18:12,656 - [INFO] - [E:126| 0]: Train Loss:0.0015409, Val MRR:0.42031, icews14 +2023-05-11 19:19:05,499 - [INFO] - [E:126| 100]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 19:19:58,505 - [INFO] - [E:126| 200]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 19:20:51,419 - [INFO] - [E:126| 300]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 19:21:43,745 - [INFO] - [E:126| 400]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 19:22:36,279 - [INFO] - [E:126| 500]: Train Loss:0.0015288, Val MRR:0.42031, icews14 +2023-05-11 19:23:20,099 - [INFO] - [E:126| 600]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 19:24:11,500 - [INFO] - [E:126| 700]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 19:25:04,453 - [INFO] - [E:126| 800]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 19:25:57,297 - [INFO] - [E:126| 900]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 19:26:50,186 - [INFO] - [E:126| 1000]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 19:27:43,228 - [INFO] - [E:126| 1100]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:28:36,577 - [INFO] - [E:126| 1200]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:29:29,468 - [INFO] - [E:126| 1300]: Train Loss:0.0015297, Val MRR:0.42031, icews14 +2023-05-11 19:30:22,477 - [INFO] - [E:126| 1400]: Train Loss:0.0015299, Val MRR:0.42031, icews14 +2023-05-11 19:31:15,380 - [INFO] - [E:126| 1500]: Train Loss:0.00153, Val MRR:0.42031, icews14 +2023-05-11 19:31:57,173 - [INFO] - [E:126| 1600]: Train Loss:0.0015301, Val MRR:0.42031, icews14 +2023-05-11 19:32:50,018 - [INFO] - [E:126| 1700]: Train Loss:0.00153, Val MRR:0.42031, icews14 +2023-05-11 19:33:42,749 - [INFO] - [E:126| 1800]: Train Loss:0.0015301, Val MRR:0.42031, icews14 +2023-05-11 19:34:35,778 - [INFO] - [E:126| 1900]: Train Loss:0.0015301, Val MRR:0.42031, icews14 +2023-05-11 19:34:57,875 - [INFO] - [Epoch:126]: Training Loss:0.00153 + +2023-05-11 19:34:58,009 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 19:35:16,928 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 19:35:22,271 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 19:35:41,466 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 19:35:46,650 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.44356, Head : 0.38781, Avg : 0.41569 + +2023-05-11 19:35:46,650 - [INFO] - [Epoch 126]: Training Loss: 0.0015303, Valid MRR: 0.42031, + + + +2023-05-11 19:35:47,246 - [INFO] - [E:127| 0]: Train Loss:0.0015658, Val MRR:0.42031, icews14 +2023-05-11 19:36:40,659 - [INFO] - [E:127| 100]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 19:37:33,697 - [INFO] - [E:127| 200]: Train Loss:0.0015282, Val MRR:0.42031, icews14 +2023-05-11 19:38:26,847 - [INFO] - [E:127| 300]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 19:39:19,963 - [INFO] - [E:127| 400]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 19:40:01,972 - [INFO] - [E:127| 500]: Train Loss:0.001529, Val MRR:0.42031, icews14 +2023-05-11 19:40:54,928 - [INFO] - [E:127| 600]: Train Loss:0.001529, Val MRR:0.42031, icews14 +2023-05-11 19:41:48,041 - [INFO] - [E:127| 700]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 19:42:40,688 - [INFO] - [E:127| 800]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 19:43:33,850 - [INFO] - [E:127| 900]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 19:44:26,933 - [INFO] - [E:127| 1000]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:45:20,358 - [INFO] - [E:127| 1100]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:46:13,267 - [INFO] - [E:127| 1200]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:47:06,433 - [INFO] - [E:127| 1300]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:47:59,411 - [INFO] - [E:127| 1400]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 19:48:41,958 - [INFO] - [E:127| 1500]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:49:35,185 - [INFO] - [E:127| 1600]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:50:28,375 - [INFO] - [E:127| 1700]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:51:21,265 - [INFO] - [E:127| 1800]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:52:09,416 - [INFO] - [E:127| 1900]: Train Loss:0.0015299, Val MRR:0.42031, icews14 +2023-05-11 19:52:31,665 - [INFO] - [Epoch:127]: Training Loss:0.00153 + +2023-05-11 19:52:31,798 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 19:52:50,679 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 19:52:56,123 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 19:53:15,191 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 19:53:20,431 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.4453, Head : 0.39112, Avg : 0.41821 + +2023-05-11 19:53:20,431 - [INFO] - [Epoch 127]: Training Loss: 0.0015299, Valid MRR: 0.42031, + + + +2023-05-11 19:53:21,033 - [INFO] - [E:128| 0]: Train Loss:0.0015288, Val MRR:0.42031, icews14 +2023-05-11 19:54:14,020 - [INFO] - [E:128| 100]: Train Loss:0.0015307, Val MRR:0.42031, icews14 +2023-05-11 19:55:06,862 - [INFO] - [E:128| 200]: Train Loss:0.0015303, Val MRR:0.42031, icews14 +2023-05-11 19:55:59,908 - [INFO] - [E:128| 300]: Train Loss:0.0015313, Val MRR:0.42031, icews14 +2023-05-11 19:56:43,204 - [INFO] - [E:128| 400]: Train Loss:0.0015303, Val MRR:0.42031, icews14 +2023-05-11 19:57:35,682 - [INFO] - [E:128| 500]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 19:58:28,516 - [INFO] - [E:128| 600]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:59:21,387 - [INFO] - [E:128| 700]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 20:00:14,567 - [INFO] - [E:128| 800]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:01:07,610 - [INFO] - [E:128| 900]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:02:00,799 - [INFO] - [E:128| 1000]: Train Loss:0.001529, Val MRR:0.42031, icews14 +2023-05-11 20:02:53,678 - [INFO] - [E:128| 1100]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:03:46,646 - [INFO] - [E:128| 1200]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:04:39,621 - [INFO] - [E:128| 1300]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:05:22,036 - [INFO] - [E:128| 1400]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:06:14,977 - [INFO] - [E:128| 1500]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:07:07,446 - [INFO] - [E:128| 1600]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 20:08:00,447 - [INFO] - [E:128| 1700]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 20:08:53,481 - [INFO] - [E:128| 1800]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 20:09:46,807 - [INFO] - [E:128| 1900]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:10:08,526 - [INFO] - [Epoch:128]: Training Loss:0.001529 + +2023-05-11 20:10:08,679 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 20:10:27,756 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 20:10:33,454 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 20:10:52,735 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 20:10:58,000 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.44515, Head : 0.39351, Avg : 0.41933 + +2023-05-11 20:10:58,000 - [INFO] - [Epoch 128]: Training Loss: 0.0015295, Valid MRR: 0.42031, + + + +2023-05-11 20:10:58,430 - [INFO] - [E:129| 0]: Train Loss:0.0015125, Val MRR:0.42031, icews14 +2023-05-11 20:11:51,592 - [INFO] - [E:129| 100]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:12:44,541 - [INFO] - [E:129| 200]: Train Loss:0.0015299, Val MRR:0.42031, icews14 +2023-05-11 20:13:27,062 - [INFO] - [E:129| 300]: Train Loss:0.001529, Val MRR:0.42031, icews14 +2023-05-11 20:14:20,066 - [INFO] - [E:129| 400]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:15:12,939 - [INFO] - [E:129| 500]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:16:06,014 - [INFO] - [E:129| 600]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:16:59,180 - [INFO] - [E:129| 700]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:17:52,171 - [INFO] - [E:129| 800]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:18:45,176 - [INFO] - [E:129| 900]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:19:37,585 - [INFO] - [E:129| 1000]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:20:30,514 - [INFO] - [E:129| 1100]: Train Loss:0.0015289, Val MRR:0.42031, icews14 +2023-05-11 20:21:23,385 - [INFO] - [E:129| 1200]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:22:06,139 - [INFO] - [E:129| 1300]: Train Loss:0.0015289, Val MRR:0.42031, icews14 +2023-05-11 20:22:59,058 - [INFO] - [E:129| 1400]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:23:51,914 - [INFO] - [E:129| 1500]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:24:44,380 - [INFO] - [E:129| 1600]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:25:37,559 - [INFO] - [E:129| 1700]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:26:30,727 - [INFO] - [E:129| 1800]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:27:23,908 - [INFO] - [E:129| 1900]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:27:46,094 - [INFO] - [Epoch:129]: Training Loss:0.001529 + +2023-05-11 20:27:46,249 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 20:28:05,704 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 20:28:11,127 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 20:28:29,765 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 20:28:35,129 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.44473, Head : 0.39, Avg : 0.41736 + MR: Tail : 680.87, Head : 788.03, Avg : 734.45 + Hit-1: Tail : 0.35672, Head : 0.30064, Avg : 0.32868 + Hit-3: Tail : 0.49181, Head : 0.43403, Avg : 0.46292 + Hit-10: Tail : 0.60978, Head : 0.55978, Avg : 0.58478 +2023-05-11 20:28:35,129 - [INFO] - [Epoch 129]: Training Loss: 0.0015294, Valid MRR: 0.42031, + + + +2023-05-11 20:28:35,542 - [INFO] - [E:130| 0]: Train Loss:0.0015204, Val MRR:0.42031, icews14 +2023-05-11 20:29:28,152 - [INFO] - [E:130| 100]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 20:30:10,150 - [INFO] - [E:130| 200]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 20:31:02,563 - [INFO] - [E:130| 300]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 20:31:55,033 - [INFO] - [E:130| 400]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:32:48,179 - [INFO] - [E:130| 500]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 20:33:41,176 - [INFO] - [E:130| 600]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:34:34,532 - [INFO] - [E:130| 700]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 20:35:27,701 - [INFO] - [E:130| 800]: Train Loss:0.0015281, Val MRR:0.42031, icews14 +2023-05-11 20:36:20,672 - [INFO] - [E:130| 900]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:37:13,639 - [INFO] - [E:130| 1000]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:38:02,167 - [INFO] - [E:130| 1100]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 20:38:44,937 - [INFO] - [E:130| 1200]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 20:39:37,911 - [INFO] - [E:130| 1300]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 20:40:30,947 - [INFO] - [E:130| 1400]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:41:23,696 - [INFO] - [E:130| 1500]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:42:16,416 - [INFO] - [E:130| 1600]: Train Loss:0.0015288, Val MRR:0.42031, icews14 +2023-05-11 20:43:09,528 - [INFO] - [E:130| 1700]: Train Loss:0.0015288, Val MRR:0.42031, icews14 +2023-05-11 20:44:02,751 - [INFO] - [E:130| 1800]: Train Loss:0.0015289, Val MRR:0.42031, icews14 +2023-05-11 20:44:55,864 - [INFO] - [E:130| 1900]: Train Loss:0.0015289, Val MRR:0.42031, icews14 +2023-05-11 20:45:17,961 - [INFO] - [Epoch:130]: Training Loss:0.001529 + +2023-05-11 20:45:18,113 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 20:45:37,424 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 20:45:42,871 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 20:46:01,735 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 20:46:07,037 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.4443, Head : 0.39013, Avg : 0.41722 + +2023-05-11 20:46:07,037 - [INFO] - [Epoch 130]: Training Loss: 0.0015291, Valid MRR: 0.42031, + + + +2023-05-11 20:46:07,540 - [INFO] - [E:131| 0]: Train Loss:0.0015018, Val MRR:0.42031, icews14 +2023-05-11 20:46:49,732 - [INFO] - [E:131| 100]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 20:47:42,661 - [INFO] - [E:131| 200]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:48:35,771 - [INFO] - [E:131| 300]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 20:49:28,818 - [INFO] - [E:131| 400]: Train Loss:0.0015278, Val MRR:0.42031, icews14 +2023-05-11 20:50:22,016 - [INFO] - [E:131| 500]: Train Loss:0.001528, Val MRR:0.42031, icews14 +2023-05-11 20:51:15,127 - [INFO] - [E:131| 600]: Train Loss:0.0015282, Val MRR:0.42031, icews14 +2023-05-11 20:52:08,106 - [INFO] - [E:131| 700]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:53:01,014 - [INFO] - [E:131| 800]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:53:53,803 - [INFO] - [E:131| 900]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 20:54:46,421 - [INFO] - [E:131| 1000]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:55:29,122 - [INFO] - [E:131| 1100]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 20:56:22,339 - [INFO] - [E:131| 1200]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:57:15,343 - [INFO] - [E:131| 1300]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 20:58:07,862 - [INFO] - [E:131| 1400]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:59:00,472 - [INFO] - [E:131| 1500]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:59:53,559 - [INFO] - [E:131| 1600]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 21:00:46,332 - [INFO] - [E:131| 1700]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 21:01:39,104 - [INFO] - [E:131| 1800]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 21:02:32,219 - [INFO] - [E:131| 1900]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 21:02:53,983 - [INFO] - [Epoch:131]: Training Loss:0.001528 + +2023-05-11 21:02:54,255 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 21:03:08,801 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 21:03:11,933 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 21:03:23,901 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 21:03:29,093 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.44333, Head : 0.38864, Avg : 0.41599 + +2023-05-11 21:03:29,093 - [INFO] - [Epoch 131]: Training Loss: 0.0015283, Valid MRR: 0.42031, + + + +2023-05-11 21:03:29,499 - [INFO] - [E:132| 0]: Train Loss:0.0015206, Val MRR:0.42031, icews14 +2023-05-11 21:04:22,694 - [INFO] - [E:132| 100]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:05:14,888 - [INFO] - [E:132| 200]: Train Loss:0.0015279, Val MRR:0.42031, icews14 +2023-05-11 21:06:08,278 - [INFO] - [E:132| 300]: Train Loss:0.0015281, Val MRR:0.42031, icews14 +2023-05-11 21:07:01,211 - [INFO] - [E:132| 400]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 21:07:54,357 - [INFO] - [E:132| 500]: Train Loss:0.0015282, Val MRR:0.42031, icews14 +2023-05-11 21:08:47,345 - [INFO] - [E:132| 600]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:09:40,139 - [INFO] - [E:132| 700]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:10:33,021 - [INFO] - [E:132| 800]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 21:11:24,004 - [INFO] - [E:132| 900]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:12:08,581 - [INFO] - [E:132| 1000]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:13:01,747 - [INFO] - [E:132| 1100]: Train Loss:0.0015271, Val MRR:0.42031, icews14 +2023-05-11 21:13:54,875 - [INFO] - [E:132| 1200]: Train Loss:0.0015273, Val MRR:0.42031, icews14 +2023-05-11 21:14:47,942 - [INFO] - [E:132| 1300]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:15:40,517 - [INFO] - [E:132| 1400]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:16:33,401 - [INFO] - [E:132| 1500]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:17:26,340 - [INFO] - [E:132| 1600]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 21:18:19,481 - [INFO] - [E:132| 1700]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:19:12,485 - [INFO] - [E:132| 1800]: Train Loss:0.0015278, Val MRR:0.42031, icews14 +2023-05-11 21:19:56,033 - [INFO] - [E:132| 1900]: Train Loss:0.0015278, Val MRR:0.42031, icews14 +2023-05-11 21:20:16,997 - [INFO] - [Epoch:132]: Training Loss:0.001528 + +2023-05-11 21:20:17,129 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 21:20:36,139 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 21:20:41,733 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 21:21:01,078 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 21:21:06,376 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.44453, Head : 0.39363, Avg : 0.41908 + +2023-05-11 21:21:06,376 - [INFO] - [Epoch 132]: Training Loss: 0.0015278, Valid MRR: 0.42031, + + + +2023-05-11 21:21:07,075 - [INFO] - [E:133| 0]: Train Loss:0.00152, Val MRR:0.42031, icews14 +2023-05-11 21:22:00,282 - [INFO] - [E:133| 100]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 21:22:53,380 - [INFO] - [E:133| 200]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:23:41,670 - [INFO] - [E:133| 300]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 21:24:34,773 - [INFO] - [E:133| 400]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 21:25:27,758 - [INFO] - [E:133| 500]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:26:20,478 - [INFO] - [E:133| 600]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:27:13,521 - [INFO] - [E:133| 700]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:28:06,546 - [INFO] - [E:133| 800]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:28:49,462 - [INFO] - [E:133| 900]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:29:42,289 - [INFO] - [E:133| 1000]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 21:30:35,453 - [INFO] - [E:133| 1100]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:31:28,638 - [INFO] - [E:133| 1200]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:32:21,342 - [INFO] - [E:133| 1300]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:33:13,470 - [INFO] - [E:133| 1400]: Train Loss:0.0015278, Val MRR:0.42031, icews14 +2023-05-11 21:34:06,696 - [INFO] - [E:133| 1500]: Train Loss:0.0015279, Val MRR:0.42031, icews14 +2023-05-11 21:34:59,967 - [INFO] - [E:133| 1600]: Train Loss:0.0015279, Val MRR:0.42031, icews14 +2023-05-11 21:35:52,971 - [INFO] - [E:133| 1700]: Train Loss:0.001528, Val MRR:0.42031, icews14 +2023-05-11 21:36:39,186 - [INFO] - [E:133| 1800]: Train Loss:0.001528, Val MRR:0.42031, icews14 +2023-05-11 21:37:28,134 - [INFO] - [E:133| 1900]: Train Loss:0.0015279, Val MRR:0.42031, icews14 +2023-05-11 21:37:50,134 - [INFO] - [Epoch:133]: Training Loss:0.001528 + +2023-05-11 21:37:50,406 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 21:38:09,504 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 21:38:14,867 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 21:38:34,026 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 21:38:39,323 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.44294, Head : 0.38952, Avg : 0.41623 + +2023-05-11 21:38:39,323 - [INFO] - [Epoch 133]: Training Loss: 0.0015279, Valid MRR: 0.42031, + + + +2023-05-11 21:38:39,817 - [INFO] - [E:134| 0]: Train Loss:0.0015227, Val MRR:0.42031, icews14 +2023-05-11 21:39:33,002 - [INFO] - [E:134| 100]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:40:25,786 - [INFO] - [E:134| 200]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 21:41:18,749 - [INFO] - [E:134| 300]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 21:42:11,321 - [INFO] - [E:134| 400]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 21:43:04,320 - [INFO] - [E:134| 500]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 21:43:57,255 - [INFO] - [E:134| 600]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 21:44:47,382 - [INFO] - [E:134| 700]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 21:45:32,875 - [INFO] - [E:134| 800]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 21:46:25,892 - [INFO] - [E:134| 900]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 21:47:19,016 - [INFO] - [E:134| 1000]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 21:48:12,284 - [INFO] - [E:134| 1100]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 21:49:05,108 - [INFO] - [E:134| 1200]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 21:49:57,556 - [INFO] - [E:134| 1300]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:50:50,326 - [INFO] - [E:134| 1400]: Train Loss:0.0015273, Val MRR:0.42031, icews14 +2023-05-11 21:51:42,831 - [INFO] - [E:134| 1500]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:52:35,714 - [INFO] - [E:134| 1600]: Train Loss:0.0015273, Val MRR:0.42031, icews14 +2023-05-11 21:53:18,502 - [INFO] - [E:134| 1700]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:54:10,906 - [INFO] - [E:134| 1800]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:55:03,872 - [INFO] - [E:134| 1900]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 21:55:25,866 - [INFO] - [Epoch:134]: Training Loss:0.001528 + +2023-05-11 21:55:26,138 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 21:55:45,366 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 21:55:50,704 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 21:56:09,628 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 21:56:14,919 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.44331, Head : 0.38933, Avg : 0.41632 + +2023-05-11 21:56:14,919 - [INFO] - [Epoch 134]: Training Loss: 0.0015275, Valid MRR: 0.42031, + + + +2023-05-11 21:56:15,425 - [INFO] - [E:135| 0]: Train Loss:0.0015785, Val MRR:0.42031, icews14 +2023-05-11 21:57:08,359 - [INFO] - [E:135| 100]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:58:01,556 - [INFO] - [E:135| 200]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 21:58:54,639 - [INFO] - [E:135| 300]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 21:59:47,542 - [INFO] - [E:135| 400]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 22:00:40,239 - [INFO] - [E:135| 500]: Train Loss:0.0015258, Val MRR:0.42031, icews14 +2023-05-11 22:01:28,618 - [INFO] - [E:135| 600]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 22:02:15,468 - [INFO] - [E:135| 700]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:03:08,435 - [INFO] - [E:135| 800]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:04:01,479 - [INFO] - [E:135| 900]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 22:04:54,840 - [INFO] - [E:135| 1000]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:05:47,941 - [INFO] - [E:135| 1100]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 22:06:40,918 - [INFO] - [E:135| 1200]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:07:34,023 - [INFO] - [E:135| 1300]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 22:08:27,347 - [INFO] - [E:135| 1400]: Train Loss:0.0015271, Val MRR:0.42031, icews14 +2023-05-11 22:09:20,403 - [INFO] - [E:135| 1500]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 22:10:01,164 - [INFO] - [E:135| 1600]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 22:10:50,472 - [INFO] - [E:135| 1700]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 22:11:43,111 - [INFO] - [E:135| 1800]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 22:12:35,612 - [INFO] - [E:135| 1900]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 22:12:57,205 - [INFO] - [Epoch:135]: Training Loss:0.001527 + +2023-05-11 22:12:57,360 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 22:13:16,452 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 22:13:21,922 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 22:13:40,754 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 22:13:46,103 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.44509, Head : 0.38906, Avg : 0.41708 + +2023-05-11 22:13:46,103 - [INFO] - [Epoch 135]: Training Loss: 0.0015273, Valid MRR: 0.42031, + + + +2023-05-11 22:13:46,599 - [INFO] - [E:136| 0]: Train Loss:0.001536, Val MRR:0.42031, icews14 +2023-05-11 22:14:40,104 - [INFO] - [E:136| 100]: Train Loss:0.0015243, Val MRR:0.42031, icews14 +2023-05-11 22:15:33,024 - [INFO] - [E:136| 200]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 22:16:25,858 - [INFO] - [E:136| 300]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 22:17:18,872 - [INFO] - [E:136| 400]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 22:18:09,661 - [INFO] - [E:136| 500]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 22:18:53,977 - [INFO] - [E:136| 600]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:19:46,841 - [INFO] - [E:136| 700]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 22:20:39,732 - [INFO] - [E:136| 800]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:21:33,039 - [INFO] - [E:136| 900]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:22:26,198 - [INFO] - [E:136| 1000]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:23:19,091 - [INFO] - [E:136| 1100]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:24:11,688 - [INFO] - [E:136| 1200]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 22:25:04,632 - [INFO] - [E:136| 1300]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:25:57,839 - [INFO] - [E:136| 1400]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 22:26:41,365 - [INFO] - [E:136| 1500]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:27:33,582 - [INFO] - [E:136| 1600]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:28:26,092 - [INFO] - [E:136| 1700]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:29:19,074 - [INFO] - [E:136| 1800]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:30:11,960 - [INFO] - [E:136| 1900]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:30:34,268 - [INFO] - [Epoch:136]: Training Loss:0.001527 + +2023-05-11 22:30:34,522 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 22:30:53,445 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 22:30:58,875 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 22:31:18,031 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 22:31:23,306 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.44604, Head : 0.39203, Avg : 0.41904 + +2023-05-11 22:31:23,306 - [INFO] - [Epoch 136]: Training Loss: 0.0015269, Valid MRR: 0.42031, + + + +2023-05-11 22:31:24,025 - [INFO] - [E:137| 0]: Train Loss:0.0015459, Val MRR:0.42031, icews14 +2023-05-11 22:32:17,248 - [INFO] - [E:137| 100]: Train Loss:0.0015255, Val MRR:0.42031, icews14 +2023-05-11 22:33:10,355 - [INFO] - [E:137| 200]: Train Loss:0.0015248, Val MRR:0.42031, icews14 +2023-05-11 22:34:03,278 - [INFO] - [E:137| 300]: Train Loss:0.0015251, Val MRR:0.42031, icews14 +2023-05-11 22:34:51,989 - [INFO] - [E:137| 400]: Train Loss:0.001525, Val MRR:0.42031, icews14 +2023-05-11 22:35:38,486 - [INFO] - [E:137| 500]: Train Loss:0.0015251, Val MRR:0.42031, icews14 +2023-05-11 22:36:31,353 - [INFO] - [E:137| 600]: Train Loss:0.0015258, Val MRR:0.42031, icews14 +2023-05-11 22:37:24,037 - [INFO] - [E:137| 700]: Train Loss:0.0015256, Val MRR:0.42031, icews14 +2023-05-11 22:38:17,034 - [INFO] - [E:137| 800]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 22:39:10,173 - [INFO] - [E:137| 900]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 22:40:03,036 - [INFO] - [E:137| 1000]: Train Loss:0.001526, Val MRR:0.42031, icews14 +2023-05-11 22:40:55,388 - [INFO] - [E:137| 1100]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:41:48,171 - [INFO] - [E:137| 1200]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:42:40,966 - [INFO] - [E:137| 1300]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:43:23,520 - [INFO] - [E:137| 1400]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:44:16,584 - [INFO] - [E:137| 1500]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 22:45:09,111 - [INFO] - [E:137| 1600]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:46:01,977 - [INFO] - [E:137| 1700]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:46:53,705 - [INFO] - [E:137| 1800]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 22:47:46,550 - [INFO] - [E:137| 1900]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:48:08,743 - [INFO] - [Epoch:137]: Training Loss:0.001527 + +2023-05-11 22:48:08,995 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 22:48:27,964 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 22:48:33,300 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 22:48:52,314 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 22:48:57,605 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.44545, Head : 0.39197, Avg : 0.41871 + +2023-05-11 22:48:57,605 - [INFO] - [Epoch 137]: Training Loss: 0.0015268, Valid MRR: 0.42031, + + + +2023-05-11 22:48:58,270 - [INFO] - [E:138| 0]: Train Loss:0.0015638, Val MRR:0.42031, icews14 +2023-05-11 22:49:51,235 - [INFO] - [E:138| 100]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 22:50:43,900 - [INFO] - [E:138| 200]: Train Loss:0.001526, Val MRR:0.42031, icews14 +2023-05-11 22:51:29,647 - [INFO] - [E:138| 300]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:52:19,204 - [INFO] - [E:138| 400]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:53:12,204 - [INFO] - [E:138| 500]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:54:05,280 - [INFO] - [E:138| 600]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:54:58,179 - [INFO] - [E:138| 700]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:55:46,444 - [INFO] - [E:138| 800]: Train Loss:0.0015263, Val MRR:0.42031, icews14 +2023-05-11 22:56:39,702 - [INFO] - [E:138| 900]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 22:57:32,788 - [INFO] - [E:138| 1000]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:58:25,916 - [INFO] - [E:138| 1100]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 22:59:18,657 - [INFO] - [E:138| 1200]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 23:00:01,082 - [INFO] - [E:138| 1300]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 23:00:53,250 - [INFO] - [E:138| 1400]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 23:01:46,315 - [INFO] - [E:138| 1500]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 23:02:39,224 - [INFO] - [E:138| 1600]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 23:03:32,296 - [INFO] - [E:138| 1700]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 23:04:25,408 - [INFO] - [E:138| 1800]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 23:05:18,230 - [INFO] - [E:138| 1900]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 23:05:40,186 - [INFO] - [Epoch:138]: Training Loss:0.001526 + +2023-05-11 23:05:40,338 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 23:05:59,569 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 23:06:05,165 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 23:06:24,129 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 23:06:29,478 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.4475, Head : 0.39348, Avg : 0.42049 + +2023-05-11 23:06:30,784 - [INFO] - [Epoch 138]: Training Loss: 0.0015264, Valid MRR: 0.42049, + + + +2023-05-11 23:06:31,292 - [INFO] - [E:139| 0]: Train Loss:0.0015518, Val MRR:0.42049, icews14 +2023-05-11 23:07:24,663 - [INFO] - [E:139| 100]: Train Loss:0.0015268, Val MRR:0.42049, icews14 +2023-05-11 23:08:12,004 - [INFO] - [E:139| 200]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:09:00,370 - [INFO] - [E:139| 300]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:09:53,520 - [INFO] - [E:139| 400]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:10:46,665 - [INFO] - [E:139| 500]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:11:39,684 - [INFO] - [E:139| 600]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:12:32,507 - [INFO] - [E:139| 700]: Train Loss:0.0015261, Val MRR:0.42049, icews14 +2023-05-11 23:13:25,554 - [INFO] - [E:139| 800]: Train Loss:0.0015258, Val MRR:0.42049, icews14 +2023-05-11 23:14:17,862 - [INFO] - [E:139| 900]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:15:10,269 - [INFO] - [E:139| 1000]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:16:03,574 - [INFO] - [E:139| 1100]: Train Loss:0.0015258, Val MRR:0.42049, icews14 +2023-05-11 23:16:46,240 - [INFO] - [E:139| 1200]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:17:39,311 - [INFO] - [E:139| 1300]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:18:32,316 - [INFO] - [E:139| 1400]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:19:24,909 - [INFO] - [E:139| 1500]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:20:17,557 - [INFO] - [E:139| 1600]: Train Loss:0.0015256, Val MRR:0.42049, icews14 +2023-05-11 23:21:09,945 - [INFO] - [E:139| 1700]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:22:02,838 - [INFO] - [E:139| 1800]: Train Loss:0.0015258, Val MRR:0.42049, icews14 +2023-05-11 23:22:56,061 - [INFO] - [E:139| 1900]: Train Loss:0.0015258, Val MRR:0.42049, icews14 +2023-05-11 23:23:17,801 - [INFO] - [Epoch:139]: Training Loss:0.001526 + +2023-05-11 23:23:17,944 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 23:23:37,282 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 23:23:42,807 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 23:24:01,735 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 23:24:07,050 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.44311, Head : 0.39151, Avg : 0.41731 + MR: Tail : 684.96, Head : 775.57, Avg : 730.26 + Hit-1: Tail : 0.35453, Head : 0.30246, Avg : 0.3285 + Hit-3: Tail : 0.49035, Head : 0.4344, Avg : 0.46237 + Hit-10: Tail : 0.6082, Head : 0.5605, Avg : 0.58435 +2023-05-11 23:24:07,050 - [INFO] - [Epoch 139]: Training Loss: 0.0015258, Valid MRR: 0.42049, + + + +2023-05-11 23:24:07,546 - [INFO] - [E:140| 0]: Train Loss:0.0015218, Val MRR:0.42049, icews14 +2023-05-11 23:24:52,987 - [INFO] - [E:140| 100]: Train Loss:0.0015286, Val MRR:0.42049, icews14 +2023-05-11 23:25:43,469 - [INFO] - [E:140| 200]: Train Loss:0.0015268, Val MRR:0.42049, icews14 +2023-05-11 23:26:36,329 - [INFO] - [E:140| 300]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:27:29,293 - [INFO] - [E:140| 400]: Train Loss:0.0015254, Val MRR:0.42049, icews14 +2023-05-11 23:28:22,376 - [INFO] - [E:140| 500]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:29:15,376 - [INFO] - [E:140| 600]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:30:08,343 - [INFO] - [E:140| 700]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:31:01,267 - [INFO] - [E:140| 800]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:31:53,638 - [INFO] - [E:140| 900]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:32:46,185 - [INFO] - [E:140| 1000]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:33:27,985 - [INFO] - [E:140| 1100]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:34:20,748 - [INFO] - [E:140| 1200]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:35:13,629 - [INFO] - [E:140| 1300]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:36:06,641 - [INFO] - [E:140| 1400]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:36:59,627 - [INFO] - [E:140| 1500]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:37:53,038 - [INFO] - [E:140| 1600]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:38:46,053 - [INFO] - [E:140| 1700]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:39:39,014 - [INFO] - [E:140| 1800]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:40:31,923 - [INFO] - [E:140| 1900]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:40:54,107 - [INFO] - [Epoch:140]: Training Loss:0.001526 + +2023-05-11 23:40:54,380 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 23:41:13,268 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 23:41:17,552 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 23:41:28,419 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 23:41:31,440 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.44369, Head : 0.39162, Avg : 0.41766 + +2023-05-11 23:41:31,440 - [INFO] - [Epoch 140]: Training Loss: 0.0015256, Valid MRR: 0.42049, + + + +2023-05-11 23:41:31,797 - [INFO] - [E:141| 0]: Train Loss:0.0015122, Val MRR:0.42049, icews14 +2023-05-11 23:42:18,425 - [INFO] - [E:141| 100]: Train Loss:0.0015245, Val MRR:0.42049, icews14 +2023-05-11 23:43:11,697 - [INFO] - [E:141| 200]: Train Loss:0.0015254, Val MRR:0.42049, icews14 +2023-05-11 23:44:04,663 - [INFO] - [E:141| 300]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:44:57,776 - [INFO] - [E:141| 400]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:45:50,584 - [INFO] - [E:141| 500]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:46:43,632 - [INFO] - [E:141| 600]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:47:36,360 - [INFO] - [E:141| 700]: Train Loss:0.0015247, Val MRR:0.42049, icews14 +2023-05-11 23:48:29,216 - [INFO] - [E:141| 800]: Train Loss:0.0015248, Val MRR:0.42049, icews14 +2023-05-11 23:49:21,899 - [INFO] - [E:141| 900]: Train Loss:0.0015247, Val MRR:0.42049, icews14 +2023-05-11 23:50:04,638 - [INFO] - [E:141| 1000]: Train Loss:0.0015249, Val MRR:0.42049, icews14 +2023-05-11 23:50:57,419 - [INFO] - [E:141| 1100]: Train Loss:0.0015249, Val MRR:0.42049, icews14 +2023-05-11 23:51:49,561 - [INFO] - [E:141| 1200]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:52:42,338 - [INFO] - [E:141| 1300]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:53:35,144 - [INFO] - [E:141| 1400]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:54:28,073 - [INFO] - [E:141| 1500]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:55:20,702 - [INFO] - [E:141| 1600]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:56:13,747 - [INFO] - [E:141| 1700]: Train Loss:0.0015254, Val MRR:0.42049, icews14 +2023-05-11 23:57:06,892 - [INFO] - [E:141| 1800]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:57:59,907 - [INFO] - [E:141| 1900]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:58:13,987 - [INFO] - [Epoch:141]: Training Loss:0.001526 + +2023-05-11 23:58:14,098 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 23:58:29,231 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 23:58:34,688 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 23:58:53,587 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 23:58:58,869 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.44817, Head : 0.39474, Avg : 0.42146 + +2023-05-11 23:59:00,169 - [INFO] - [Epoch 141]: Training Loss: 0.0015256, Valid MRR: 0.42146, + + + +2023-05-11 23:59:00,905 - [INFO] - [E:142| 0]: Train Loss:0.0015046, Val MRR:0.42146, icews14 +2023-05-11 23:59:53,570 - [INFO] - [E:142| 100]: Train Loss:0.0015259, Val MRR:0.42146, icews14 +2023-05-12 00:00:46,013 - [INFO] - [E:142| 200]: Train Loss:0.0015268, Val MRR:0.42146, icews14 +2023-05-12 00:01:39,121 - [INFO] - [E:142| 300]: Train Loss:0.0015257, Val MRR:0.42146, icews14 +2023-05-12 00:02:32,030 - [INFO] - [E:142| 400]: Train Loss:0.0015261, Val MRR:0.42146, icews14 +2023-05-12 00:03:24,759 - [INFO] - [E:142| 500]: Train Loss:0.0015257, Val MRR:0.42146, icews14 +2023-05-12 00:04:17,755 - [INFO] - [E:142| 600]: Train Loss:0.0015253, Val MRR:0.42146, icews14 +2023-05-12 00:05:10,502 - [INFO] - [E:142| 700]: Train Loss:0.0015254, Val MRR:0.42146, icews14 +2023-05-12 00:06:03,780 - [INFO] - [E:142| 800]: Train Loss:0.0015253, Val MRR:0.42146, icews14 +2023-05-12 00:06:45,985 - [INFO] - [E:142| 900]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:07:39,525 - [INFO] - [E:142| 1000]: Train Loss:0.001525, Val MRR:0.42146, icews14 +2023-05-12 00:08:32,353 - [INFO] - [E:142| 1100]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:09:25,199 - [INFO] - [E:142| 1200]: Train Loss:0.001525, Val MRR:0.42146, icews14 +2023-05-12 00:10:18,346 - [INFO] - [E:142| 1300]: Train Loss:0.001525, Val MRR:0.42146, icews14 +2023-05-12 00:11:11,199 - [INFO] - [E:142| 1400]: Train Loss:0.001525, Val MRR:0.42146, icews14 +2023-05-12 00:12:04,215 - [INFO] - [E:142| 1500]: Train Loss:0.0015249, Val MRR:0.42146, icews14 +2023-05-12 00:12:57,204 - [INFO] - [E:142| 1600]: Train Loss:0.0015249, Val MRR:0.42146, icews14 +2023-05-12 00:13:50,024 - [INFO] - [E:142| 1700]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:14:40,654 - [INFO] - [E:142| 1800]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:15:25,338 - [INFO] - [E:142| 1900]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:15:47,556 - [INFO] - [Epoch:142]: Training Loss:0.001525 + +2023-05-12 00:15:47,829 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 00:16:06,615 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 00:16:11,989 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 00:16:30,728 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 00:16:35,943 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.44521, Head : 0.39537, Avg : 0.42029 + +2023-05-12 00:16:35,944 - [INFO] - [Epoch 142]: Training Loss: 0.0015251, Valid MRR: 0.42146, + + + +2023-05-12 00:16:36,450 - [INFO] - [E:143| 0]: Train Loss:0.0015181, Val MRR:0.42146, icews14 +2023-05-12 00:17:29,931 - [INFO] - [E:143| 100]: Train Loss:0.0015216, Val MRR:0.42146, icews14 +2023-05-12 00:18:23,064 - [INFO] - [E:143| 200]: Train Loss:0.001523, Val MRR:0.42146, icews14 +2023-05-12 00:19:16,096 - [INFO] - [E:143| 300]: Train Loss:0.0015235, Val MRR:0.42146, icews14 +2023-05-12 00:20:09,285 - [INFO] - [E:143| 400]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:21:02,380 - [INFO] - [E:143| 500]: Train Loss:0.0015239, Val MRR:0.42146, icews14 +2023-05-12 00:21:55,472 - [INFO] - [E:143| 600]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 00:22:47,800 - [INFO] - [E:143| 700]: Train Loss:0.0015233, Val MRR:0.42146, icews14 +2023-05-12 00:23:29,357 - [INFO] - [E:143| 800]: Train Loss:0.0015235, Val MRR:0.42146, icews14 +2023-05-12 00:24:22,421 - [INFO] - [E:143| 900]: Train Loss:0.0015234, Val MRR:0.42146, icews14 +2023-05-12 00:25:15,487 - [INFO] - [E:143| 1000]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 00:26:08,419 - [INFO] - [E:143| 1100]: Train Loss:0.0015241, Val MRR:0.42146, icews14 +2023-05-12 00:27:01,143 - [INFO] - [E:143| 1200]: Train Loss:0.0015241, Val MRR:0.42146, icews14 +2023-05-12 00:27:48,779 - [INFO] - [E:143| 1300]: Train Loss:0.0015242, Val MRR:0.42146, icews14 +2023-05-12 00:28:41,425 - [INFO] - [E:143| 1400]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:29:34,125 - [INFO] - [E:143| 1500]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:30:27,229 - [INFO] - [E:143| 1600]: Train Loss:0.0015249, Val MRR:0.42146, icews14 +2023-05-12 00:31:20,198 - [INFO] - [E:143| 1700]: Train Loss:0.0015249, Val MRR:0.42146, icews14 +2023-05-12 00:32:02,621 - [INFO] - [E:143| 1800]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:32:55,787 - [INFO] - [E:143| 1900]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:33:17,730 - [INFO] - [Epoch:143]: Training Loss:0.001525 + +2023-05-12 00:33:17,882 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 00:33:36,957 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 00:33:42,502 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 00:34:01,662 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 00:34:06,943 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.44685, Head : 0.39496, Avg : 0.42091 + +2023-05-12 00:34:06,943 - [INFO] - [Epoch 143]: Training Loss: 0.0015251, Valid MRR: 0.42146, + + + +2023-05-12 00:34:07,350 - [INFO] - [E:144| 0]: Train Loss:0.0015284, Val MRR:0.42146, icews14 +2023-05-12 00:35:00,542 - [INFO] - [E:144| 100]: Train Loss:0.0015226, Val MRR:0.42146, icews14 +2023-05-12 00:35:53,558 - [INFO] - [E:144| 200]: Train Loss:0.0015233, Val MRR:0.42146, icews14 +2023-05-12 00:36:46,483 - [INFO] - [E:144| 300]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 00:37:39,667 - [INFO] - [E:144| 400]: Train Loss:0.0015239, Val MRR:0.42146, icews14 +2023-05-12 00:38:33,108 - [INFO] - [E:144| 500]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 00:39:26,096 - [INFO] - [E:144| 600]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 00:40:07,840 - [INFO] - [E:144| 700]: Train Loss:0.0015246, Val MRR:0.42146, icews14 +2023-05-12 00:41:00,661 - [INFO] - [E:144| 800]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:41:53,777 - [INFO] - [E:144| 900]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:42:46,829 - [INFO] - [E:144| 1000]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:43:39,604 - [INFO] - [E:144| 1100]: Train Loss:0.0015246, Val MRR:0.42146, icews14 +2023-05-12 00:44:32,643 - [INFO] - [E:144| 1200]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:45:25,513 - [INFO] - [E:144| 1300]: Train Loss:0.0015248, Val MRR:0.42146, icews14 +2023-05-12 00:46:18,381 - [INFO] - [E:144| 1400]: Train Loss:0.0015248, Val MRR:0.42146, icews14 +2023-05-12 00:47:11,416 - [INFO] - [E:144| 1500]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:48:03,678 - [INFO] - [E:144| 1600]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:48:46,859 - [INFO] - [E:144| 1700]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:49:39,844 - [INFO] - [E:144| 1800]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:50:33,149 - [INFO] - [E:144| 1900]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:50:55,256 - [INFO] - [Epoch:144]: Training Loss:0.001525 + +2023-05-12 00:50:55,389 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 00:51:14,258 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 00:51:19,703 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 00:51:38,819 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 00:51:44,236 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.44556, Head : 0.39302, Avg : 0.41929 + +2023-05-12 00:51:44,237 - [INFO] - [Epoch 144]: Training Loss: 0.0015248, Valid MRR: 0.42146, + + + +2023-05-12 00:51:44,830 - [INFO] - [E:145| 0]: Train Loss:0.0014987, Val MRR:0.42146, icews14 +2023-05-12 00:52:37,785 - [INFO] - [E:145| 100]: Train Loss:0.0015217, Val MRR:0.42146, icews14 +2023-05-12 00:53:31,004 - [INFO] - [E:145| 200]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 00:54:23,950 - [INFO] - [E:145| 300]: Train Loss:0.0015234, Val MRR:0.42146, icews14 +2023-05-12 00:55:16,823 - [INFO] - [E:145| 400]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 00:56:10,198 - [INFO] - [E:145| 500]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 00:56:51,805 - [INFO] - [E:145| 600]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 00:57:44,680 - [INFO] - [E:145| 700]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 00:58:38,305 - [INFO] - [E:145| 800]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 00:59:31,684 - [INFO] - [E:145| 900]: Train Loss:0.0015235, Val MRR:0.42146, icews14 +2023-05-12 01:00:25,008 - [INFO] - [E:145| 1000]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 01:01:17,955 - [INFO] - [E:145| 1100]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 01:02:10,503 - [INFO] - [E:145| 1200]: Train Loss:0.0015235, Val MRR:0.42146, icews14 +2023-05-12 01:03:02,803 - [INFO] - [E:145| 1300]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 01:03:55,297 - [INFO] - [E:145| 1400]: Train Loss:0.0015238, Val MRR:0.42146, icews14 +2023-05-12 01:04:46,690 - [INFO] - [E:145| 1500]: Train Loss:0.0015239, Val MRR:0.42146, icews14 +2023-05-12 01:05:28,888 - [INFO] - [E:145| 1600]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 01:06:21,937 - [INFO] - [E:145| 1700]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 01:07:14,925 - [INFO] - [E:145| 1800]: Train Loss:0.0015241, Val MRR:0.42146, icews14 +2023-05-12 01:08:08,107 - [INFO] - [E:145| 1900]: Train Loss:0.0015243, Val MRR:0.42146, icews14 +2023-05-12 01:08:30,359 - [INFO] - [Epoch:145]: Training Loss:0.001524 + +2023-05-12 01:08:30,493 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 01:08:50,114 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 01:08:55,885 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 01:09:15,518 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 01:09:20,947 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.4474, Head : 0.39592, Avg : 0.42166 + +2023-05-12 01:09:22,392 - [INFO] - [Epoch 145]: Training Loss: 0.0015243, Valid MRR: 0.42166, + + + +2023-05-12 01:09:23,050 - [INFO] - [E:146| 0]: Train Loss:0.001558, Val MRR:0.42166, icews14 +2023-05-12 01:10:16,698 - [INFO] - [E:146| 100]: Train Loss:0.0015242, Val MRR:0.42166, icews14 +2023-05-12 01:11:09,795 - [INFO] - [E:146| 200]: Train Loss:0.0015225, Val MRR:0.42166, icews14 +2023-05-12 01:12:02,995 - [INFO] - [E:146| 300]: Train Loss:0.0015226, Val MRR:0.42166, icews14 +2023-05-12 01:12:55,971 - [INFO] - [E:146| 400]: Train Loss:0.0015222, Val MRR:0.42166, icews14 +2023-05-12 01:13:37,908 - [INFO] - [E:146| 500]: Train Loss:0.0015229, Val MRR:0.42166, icews14 +2023-05-12 01:14:25,188 - [INFO] - [E:146| 600]: Train Loss:0.0015229, Val MRR:0.42166, icews14 +2023-05-12 01:15:18,649 - [INFO] - [E:146| 700]: Train Loss:0.0015226, Val MRR:0.42166, icews14 +2023-05-12 01:16:11,923 - [INFO] - [E:146| 800]: Train Loss:0.0015229, Val MRR:0.42166, icews14 +2023-05-12 01:17:05,223 - [INFO] - [E:146| 900]: Train Loss:0.001523, Val MRR:0.42166, icews14 +2023-05-12 01:17:58,385 - [INFO] - [E:146| 1000]: Train Loss:0.0015232, Val MRR:0.42166, icews14 +2023-05-12 01:18:51,469 - [INFO] - [E:146| 1100]: Train Loss:0.0015236, Val MRR:0.42166, icews14 +2023-05-12 01:19:44,910 - [INFO] - [E:146| 1200]: Train Loss:0.0015234, Val MRR:0.42166, icews14 +2023-05-12 01:20:38,578 - [INFO] - [E:146| 1300]: Train Loss:0.0015236, Val MRR:0.42166, icews14 +2023-05-12 01:21:32,199 - [INFO] - [E:146| 1400]: Train Loss:0.0015238, Val MRR:0.42166, icews14 +2023-05-12 01:22:13,603 - [INFO] - [E:146| 1500]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:23:06,604 - [INFO] - [E:146| 1600]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:23:59,710 - [INFO] - [E:146| 1700]: Train Loss:0.0015241, Val MRR:0.42166, icews14 +2023-05-12 01:24:52,785 - [INFO] - [E:146| 1800]: Train Loss:0.0015242, Val MRR:0.42166, icews14 +2023-05-12 01:25:46,329 - [INFO] - [E:146| 1900]: Train Loss:0.0015243, Val MRR:0.42166, icews14 +2023-05-12 01:26:08,430 - [INFO] - [Epoch:146]: Training Loss:0.001524 + +2023-05-12 01:26:08,582 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 01:26:28,237 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 01:26:33,943 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 01:26:53,518 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 01:26:58,898 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.44524, Head : 0.39123, Avg : 0.41824 + +2023-05-12 01:26:58,898 - [INFO] - [Epoch 146]: Training Loss: 0.0015243, Valid MRR: 0.42166, + + + +2023-05-12 01:26:59,389 - [INFO] - [E:147| 0]: Train Loss:0.001526, Val MRR:0.42166, icews14 +2023-05-12 01:27:52,728 - [INFO] - [E:147| 100]: Train Loss:0.0015228, Val MRR:0.42166, icews14 +2023-05-12 01:28:46,008 - [INFO] - [E:147| 200]: Train Loss:0.0015237, Val MRR:0.42166, icews14 +2023-05-12 01:29:39,605 - [INFO] - [E:147| 300]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:30:21,916 - [INFO] - [E:147| 400]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:31:13,975 - [INFO] - [E:147| 500]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:32:07,426 - [INFO] - [E:147| 600]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:33:00,333 - [INFO] - [E:147| 700]: Train Loss:0.0015238, Val MRR:0.42166, icews14 +2023-05-12 01:33:53,675 - [INFO] - [E:147| 800]: Train Loss:0.0015236, Val MRR:0.42166, icews14 +2023-05-12 01:34:47,013 - [INFO] - [E:147| 900]: Train Loss:0.0015235, Val MRR:0.42166, icews14 +2023-05-12 01:35:40,104 - [INFO] - [E:147| 1000]: Train Loss:0.0015234, Val MRR:0.42166, icews14 +2023-05-12 01:36:33,196 - [INFO] - [E:147| 1100]: Train Loss:0.0015236, Val MRR:0.42166, icews14 +2023-05-12 01:37:26,099 - [INFO] - [E:147| 1200]: Train Loss:0.0015238, Val MRR:0.42166, icews14 +2023-05-12 01:38:19,615 - [INFO] - [E:147| 1300]: Train Loss:0.0015238, Val MRR:0.42166, icews14 +2023-05-12 01:39:01,318 - [INFO] - [E:147| 1400]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:39:55,052 - [INFO] - [E:147| 1500]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:40:48,161 - [INFO] - [E:147| 1600]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:41:41,041 - [INFO] - [E:147| 1700]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:42:33,729 - [INFO] - [E:147| 1800]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:43:26,783 - [INFO] - [E:147| 1900]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:43:48,920 - [INFO] - [Epoch:147]: Training Loss:0.001524 + +2023-05-12 01:43:49,114 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 01:44:08,828 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 01:44:14,415 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 01:44:33,982 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 01:44:39,438 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.44819, Head : 0.39656, Avg : 0.42238 + +2023-05-12 01:44:40,865 - [INFO] - [Epoch 147]: Training Loss: 0.0015241, Valid MRR: 0.42238, + + + +2023-05-12 01:44:41,609 - [INFO] - [E:148| 0]: Train Loss:0.0015132, Val MRR:0.42238, icews14 +2023-05-12 01:45:34,568 - [INFO] - [E:148| 100]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 01:46:27,515 - [INFO] - [E:148| 200]: Train Loss:0.0015241, Val MRR:0.42238, icews14 +2023-05-12 01:47:09,025 - [INFO] - [E:148| 300]: Train Loss:0.0015248, Val MRR:0.42238, icews14 +2023-05-12 01:48:03,049 - [INFO] - [E:148| 400]: Train Loss:0.0015243, Val MRR:0.42238, icews14 +2023-05-12 01:48:55,795 - [INFO] - [E:148| 500]: Train Loss:0.0015238, Val MRR:0.42238, icews14 +2023-05-12 01:49:48,868 - [INFO] - [E:148| 600]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 01:50:42,081 - [INFO] - [E:148| 700]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 01:51:34,735 - [INFO] - [E:148| 800]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 01:52:28,132 - [INFO] - [E:148| 900]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 01:53:21,187 - [INFO] - [E:148| 1000]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 01:54:14,346 - [INFO] - [E:148| 1100]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 01:55:07,208 - [INFO] - [E:148| 1200]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 01:55:48,119 - [INFO] - [E:148| 1300]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 01:56:41,115 - [INFO] - [E:148| 1400]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 01:57:34,210 - [INFO] - [E:148| 1500]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 01:58:27,306 - [INFO] - [E:148| 1600]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 01:59:20,835 - [INFO] - [E:148| 1700]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:00:13,637 - [INFO] - [E:148| 1800]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:01:01,847 - [INFO] - [E:148| 1900]: Train Loss:0.0015234, Val MRR:0.42238, icews14 +2023-05-12 02:01:23,835 - [INFO] - [Epoch:148]: Training Loss:0.001523 + +2023-05-12 02:01:23,988 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 02:01:43,612 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 02:01:49,390 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 02:02:08,601 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 02:02:13,968 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.44561, Head : 0.39271, Avg : 0.41916 + +2023-05-12 02:02:13,968 - [INFO] - [Epoch 148]: Training Loss: 0.0015234, Valid MRR: 0.42238, + + + +2023-05-12 02:02:14,461 - [INFO] - [E:149| 0]: Train Loss:0.0015149, Val MRR:0.42238, icews14 +2023-05-12 02:03:07,651 - [INFO] - [E:149| 100]: Train Loss:0.0015238, Val MRR:0.42238, icews14 +2023-05-12 02:03:52,732 - [INFO] - [E:149| 200]: Train Loss:0.0015226, Val MRR:0.42238, icews14 +2023-05-12 02:04:42,366 - [INFO] - [E:149| 300]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 02:05:35,499 - [INFO] - [E:149| 400]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:06:28,574 - [INFO] - [E:149| 500]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:07:21,939 - [INFO] - [E:149| 600]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:08:15,368 - [INFO] - [E:149| 700]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:09:08,545 - [INFO] - [E:149| 800]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:10:00,769 - [INFO] - [E:149| 900]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:10:52,984 - [INFO] - [E:149| 1000]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:11:45,284 - [INFO] - [E:149| 1100]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:12:25,935 - [INFO] - [E:149| 1200]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 02:13:19,288 - [INFO] - [E:149| 1300]: Train Loss:0.0015234, Val MRR:0.42238, icews14 +2023-05-12 02:14:12,782 - [INFO] - [E:149| 1400]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 02:15:05,677 - [INFO] - [E:149| 1500]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 02:15:58,593 - [INFO] - [E:149| 1600]: Train Loss:0.0015234, Val MRR:0.42238, icews14 +2023-05-12 02:16:51,497 - [INFO] - [E:149| 1700]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 02:17:44,530 - [INFO] - [E:149| 1800]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 02:18:37,372 - [INFO] - [E:149| 1900]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 02:18:59,365 - [INFO] - [Epoch:149]: Training Loss:0.001523 + +2023-05-12 02:18:59,518 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 02:19:19,074 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 02:19:24,768 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 02:19:43,923 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 02:19:49,387 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.44328, Head : 0.39527, Avg : 0.41927 + MR: Tail : 655.72, Head : 767.37, Avg : 711.55 + Hit-1: Tail : 0.35563, Head : 0.3095, Avg : 0.33256 + Hit-3: Tail : 0.4895, Head : 0.43561, Avg : 0.46256 + Hit-10: Tail : 0.60553, Head : 0.56075, Avg : 0.58314 +2023-05-12 02:19:49,387 - [INFO] - [Epoch 149]: Training Loss: 0.0015234, Valid MRR: 0.42238, + + + +2023-05-12 02:19:50,108 - [INFO] - [E:150| 0]: Train Loss:0.0015099, Val MRR:0.42238, icews14 +2023-05-12 02:20:35,313 - [INFO] - [E:150| 100]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 02:21:23,832 - [INFO] - [E:150| 200]: Train Loss:0.0015199, Val MRR:0.42238, icews14 +2023-05-12 02:22:16,968 - [INFO] - [E:150| 300]: Train Loss:0.0015206, Val MRR:0.42238, icews14 +2023-05-12 02:23:09,496 - [INFO] - [E:150| 400]: Train Loss:0.0015207, Val MRR:0.42238, icews14 +2023-05-12 02:24:02,658 - [INFO] - [E:150| 500]: Train Loss:0.0015212, Val MRR:0.42238, icews14 +2023-05-12 02:24:55,913 - [INFO] - [E:150| 600]: Train Loss:0.0015215, Val MRR:0.42238, icews14 +2023-05-12 02:25:48,942 - [INFO] - [E:150| 700]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 02:26:42,164 - [INFO] - [E:150| 800]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 02:27:35,262 - [INFO] - [E:150| 900]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 02:28:27,793 - [INFO] - [E:150| 1000]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 02:29:09,075 - [INFO] - [E:150| 1100]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 02:30:02,292 - [INFO] - [E:150| 1200]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:30:55,771 - [INFO] - [E:150| 1300]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:31:49,012 - [INFO] - [E:150| 1400]: Train Loss:0.0015226, Val MRR:0.42238, icews14 +2023-05-12 02:32:42,688 - [INFO] - [E:150| 1500]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:33:35,910 - [INFO] - [E:150| 1600]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:34:28,936 - [INFO] - [E:150| 1700]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 02:35:22,083 - [INFO] - [E:150| 1800]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:36:15,496 - [INFO] - [E:150| 1900]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 02:36:37,647 - [INFO] - [Epoch:150]: Training Loss:0.001523 + +2023-05-12 02:36:37,780 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 02:36:57,129 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 02:37:02,907 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 02:37:15,229 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 02:37:18,262 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.44243, Head : 0.39628, Avg : 0.41935 + +2023-05-12 02:37:18,262 - [INFO] - [Epoch 150]: Training Loss: 0.0015231, Valid MRR: 0.42238, + + + +2023-05-12 02:37:18,622 - [INFO] - [E:151| 0]: Train Loss:0.0015086, Val MRR:0.42238, icews14 +2023-05-12 02:38:06,660 - [INFO] - [E:151| 100]: Train Loss:0.0015202, Val MRR:0.42238, icews14 +2023-05-12 02:38:59,566 - [INFO] - [E:151| 200]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 02:39:52,226 - [INFO] - [E:151| 300]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 02:40:44,811 - [INFO] - [E:151| 400]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 02:41:37,529 - [INFO] - [E:151| 500]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 02:42:30,438 - [INFO] - [E:151| 600]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 02:43:23,775 - [INFO] - [E:151| 700]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:44:16,162 - [INFO] - [E:151| 800]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 02:45:08,901 - [INFO] - [E:151| 900]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:45:49,740 - [INFO] - [E:151| 1000]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:46:42,776 - [INFO] - [E:151| 1100]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:47:30,248 - [INFO] - [E:151| 1200]: Train Loss:0.0015226, Val MRR:0.42238, icews14 +2023-05-12 02:48:23,453 - [INFO] - [E:151| 1300]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:49:16,350 - [INFO] - [E:151| 1400]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:50:09,174 - [INFO] - [E:151| 1500]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:51:01,938 - [INFO] - [E:151| 1600]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 02:51:55,113 - [INFO] - [E:151| 1700]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:52:48,314 - [INFO] - [E:151| 1800]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:53:41,317 - [INFO] - [E:151| 1900]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 02:54:00,838 - [INFO] - [Epoch:151]: Training Loss:0.001523 + +2023-05-12 02:54:00,950 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 02:54:11,873 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 02:54:15,016 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 02:54:32,772 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 02:54:38,094 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.44511, Head : 0.3957, Avg : 0.4204 + +2023-05-12 02:54:38,094 - [INFO] - [Epoch 151]: Training Loss: 0.001523, Valid MRR: 0.42238, + + + +2023-05-12 02:54:38,591 - [INFO] - [E:152| 0]: Train Loss:0.0015459, Val MRR:0.42238, icews14 +2023-05-12 02:55:32,064 - [INFO] - [E:152| 100]: Train Loss:0.0015237, Val MRR:0.42238, icews14 +2023-05-12 02:56:24,854 - [INFO] - [E:152| 200]: Train Loss:0.001525, Val MRR:0.42238, icews14 +2023-05-12 02:57:17,458 - [INFO] - [E:152| 300]: Train Loss:0.0015249, Val MRR:0.42238, icews14 +2023-05-12 02:58:10,419 - [INFO] - [E:152| 400]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:59:03,293 - [INFO] - [E:152| 500]: Train Loss:0.0015234, Val MRR:0.42238, icews14 +2023-05-12 02:59:56,203 - [INFO] - [E:152| 600]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 03:00:49,215 - [INFO] - [E:152| 700]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 03:01:42,571 - [INFO] - [E:152| 800]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:02:29,186 - [INFO] - [E:152| 900]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 03:03:17,092 - [INFO] - [E:152| 1000]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:04:10,383 - [INFO] - [E:152| 1100]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:05:03,516 - [INFO] - [E:152| 1200]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:05:56,241 - [INFO] - [E:152| 1300]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:06:49,226 - [INFO] - [E:152| 1400]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 03:07:42,333 - [INFO] - [E:152| 1500]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:08:35,280 - [INFO] - [E:152| 1600]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:09:29,039 - [INFO] - [E:152| 1700]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:10:22,291 - [INFO] - [E:152| 1800]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:11:03,278 - [INFO] - [E:152| 1900]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:11:25,605 - [INFO] - [Epoch:152]: Training Loss:0.001523 + +2023-05-12 03:11:25,868 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 03:11:44,978 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 03:11:50,461 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 03:12:09,924 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 03:12:15,324 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.44774, Head : 0.39426, Avg : 0.421 + +2023-05-12 03:12:15,325 - [INFO] - [Epoch 152]: Training Loss: 0.0015229, Valid MRR: 0.42238, + + + +2023-05-12 03:12:16,078 - [INFO] - [E:153| 0]: Train Loss:0.0015176, Val MRR:0.42238, icews14 +2023-05-12 03:13:09,596 - [INFO] - [E:153| 100]: Train Loss:0.0015205, Val MRR:0.42238, icews14 +2023-05-12 03:14:02,808 - [INFO] - [E:153| 200]: Train Loss:0.0015198, Val MRR:0.42238, icews14 +2023-05-12 03:14:54,914 - [INFO] - [E:153| 300]: Train Loss:0.0015202, Val MRR:0.42238, icews14 +2023-05-12 03:15:48,255 - [INFO] - [E:153| 400]: Train Loss:0.0015205, Val MRR:0.42238, icews14 +2023-05-12 03:16:41,369 - [INFO] - [E:153| 500]: Train Loss:0.001521, Val MRR:0.42238, icews14 +2023-05-12 03:17:35,062 - [INFO] - [E:153| 600]: Train Loss:0.0015209, Val MRR:0.42238, icews14 +2023-05-12 03:18:28,692 - [INFO] - [E:153| 700]: Train Loss:0.0015207, Val MRR:0.42238, icews14 +2023-05-12 03:19:13,535 - [INFO] - [E:153| 800]: Train Loss:0.001521, Val MRR:0.42238, icews14 +2023-05-12 03:20:02,492 - [INFO] - [E:153| 900]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 03:20:55,316 - [INFO] - [E:153| 1000]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 03:21:48,529 - [INFO] - [E:153| 1100]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 03:22:41,243 - [INFO] - [E:153| 1200]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 03:23:34,670 - [INFO] - [E:153| 1300]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 03:24:27,267 - [INFO] - [E:153| 1400]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 03:25:20,338 - [INFO] - [E:153| 1500]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:26:13,562 - [INFO] - [E:153| 1600]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:27:06,481 - [INFO] - [E:153| 1700]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:27:48,106 - [INFO] - [E:153| 1800]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:28:41,418 - [INFO] - [E:153| 1900]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:29:03,255 - [INFO] - [Epoch:153]: Training Loss:0.001522 + +2023-05-12 03:29:03,408 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 03:29:22,885 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 03:29:28,560 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 03:29:47,563 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 03:29:52,799 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.44733, Head : 0.39507, Avg : 0.4212 + +2023-05-12 03:29:52,799 - [INFO] - [Epoch 153]: Training Loss: 0.0015224, Valid MRR: 0.42238, + + + +2023-05-12 03:29:53,301 - [INFO] - [E:154| 0]: Train Loss:0.0015309, Val MRR:0.42238, icews14 +2023-05-12 03:30:46,336 - [INFO] - [E:154| 100]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:31:39,447 - [INFO] - [E:154| 200]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 03:32:32,924 - [INFO] - [E:154| 300]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:33:20,429 - [INFO] - [E:154| 400]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:34:13,343 - [INFO] - [E:154| 500]: Train Loss:0.0015215, Val MRR:0.42238, icews14 +2023-05-12 03:35:06,114 - [INFO] - [E:154| 600]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 03:35:55,447 - [INFO] - [E:154| 700]: Train Loss:0.0015213, Val MRR:0.42238, icews14 +2023-05-12 03:36:41,086 - [INFO] - [E:154| 800]: Train Loss:0.0015215, Val MRR:0.42238, icews14 +2023-05-12 03:37:34,166 - [INFO] - [E:154| 900]: Train Loss:0.0015215, Val MRR:0.42238, icews14 +2023-05-12 03:38:27,265 - [INFO] - [E:154| 1000]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 03:39:20,587 - [INFO] - [E:154| 1100]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:40:13,979 - [INFO] - [E:154| 1200]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 03:41:07,120 - [INFO] - [E:154| 1300]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:42:00,694 - [INFO] - [E:154| 1400]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 03:42:53,580 - [INFO] - [E:154| 1500]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:43:46,528 - [INFO] - [E:154| 1600]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:44:29,059 - [INFO] - [E:154| 1700]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:45:20,554 - [INFO] - [E:154| 1800]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:46:13,444 - [INFO] - [E:154| 1900]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:46:35,686 - [INFO] - [Epoch:154]: Training Loss:0.001522 + +2023-05-12 03:46:35,950 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 03:46:55,023 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 03:47:00,445 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 03:47:19,915 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 03:47:25,256 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.44678, Head : 0.39572, Avg : 0.42125 + +2023-05-12 03:47:25,256 - [INFO] - [Epoch 154]: Training Loss: 0.0015223, Valid MRR: 0.42238, + + + +2023-05-12 03:47:26,009 - [INFO] - [E:155| 0]: Train Loss:0.0015068, Val MRR:0.42238, icews14 +2023-05-12 03:48:19,465 - [INFO] - [E:155| 100]: Train Loss:0.0015249, Val MRR:0.42238, icews14 +2023-05-12 03:49:11,963 - [INFO] - [E:155| 200]: Train Loss:0.0015242, Val MRR:0.42238, icews14 +2023-05-12 03:50:05,094 - [INFO] - [E:155| 300]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 03:50:58,190 - [INFO] - [E:155| 400]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 03:51:51,044 - [INFO] - [E:155| 500]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:52:39,117 - [INFO] - [E:155| 600]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 03:53:25,535 - [INFO] - [E:155| 700]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:54:18,368 - [INFO] - [E:155| 800]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:55:11,614 - [INFO] - [E:155| 900]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:56:04,579 - [INFO] - [E:155| 1000]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:56:57,693 - [INFO] - [E:155| 1100]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:57:50,674 - [INFO] - [E:155| 1200]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:58:43,675 - [INFO] - [E:155| 1300]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:59:36,945 - [INFO] - [E:155| 1400]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 04:00:29,934 - [INFO] - [E:155| 1500]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:01:11,315 - [INFO] - [E:155| 1600]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:02:05,282 - [INFO] - [E:155| 1700]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 04:02:58,496 - [INFO] - [E:155| 1800]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:03:51,836 - [INFO] - [E:155| 1900]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 04:04:13,693 - [INFO] - [Epoch:155]: Training Loss:0.001522 + +2023-05-12 04:04:13,869 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 04:04:33,520 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 04:04:39,122 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 04:04:58,306 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 04:05:03,641 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.44383, Head : 0.39722, Avg : 0.42052 + +2023-05-12 04:05:03,641 - [INFO] - [Epoch 155]: Training Loss: 0.0015221, Valid MRR: 0.42238, + + + +2023-05-12 04:05:04,275 - [INFO] - [E:156| 0]: Train Loss:0.0015374, Val MRR:0.42238, icews14 +2023-05-12 04:05:57,689 - [INFO] - [E:156| 100]: Train Loss:0.001523, Val MRR:0.42238, icews14 +2023-05-12 04:06:50,998 - [INFO] - [E:156| 200]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 04:07:44,240 - [INFO] - [E:156| 300]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 04:08:37,363 - [INFO] - [E:156| 400]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 04:09:24,031 - [INFO] - [E:156| 500]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 04:10:11,861 - [INFO] - [E:156| 600]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 04:11:04,808 - [INFO] - [E:156| 700]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 04:11:58,457 - [INFO] - [E:156| 800]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:12:51,617 - [INFO] - [E:156| 900]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:13:44,648 - [INFO] - [E:156| 1000]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:14:38,150 - [INFO] - [E:156| 1100]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:15:30,999 - [INFO] - [E:156| 1200]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 04:16:24,009 - [INFO] - [E:156| 1300]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 04:17:16,927 - [INFO] - [E:156| 1400]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 04:17:58,422 - [INFO] - [E:156| 1500]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 04:18:51,797 - [INFO] - [E:156| 1600]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 04:19:40,361 - [INFO] - [E:156| 1700]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 04:20:33,598 - [INFO] - [E:156| 1800]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 04:21:26,823 - [INFO] - [E:156| 1900]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 04:21:48,617 - [INFO] - [Epoch:156]: Training Loss:0.001522 + +2023-05-12 04:21:48,792 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 04:22:08,436 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 04:22:14,076 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 04:22:33,188 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 04:22:38,535 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.44814, Head : 0.39761, Avg : 0.42288 + +2023-05-12 04:22:39,919 - [INFO] - [Epoch 156]: Training Loss: 0.0015218, Valid MRR: 0.42288, + + + +2023-05-12 04:22:40,530 - [INFO] - [E:157| 0]: Train Loss:0.0015392, Val MRR:0.42288, icews14 +2023-05-12 04:23:33,186 - [INFO] - [E:157| 100]: Train Loss:0.0015236, Val MRR:0.42288, icews14 +2023-05-12 04:24:26,161 - [INFO] - [E:157| 200]: Train Loss:0.0015218, Val MRR:0.42288, icews14 +2023-05-12 04:25:19,523 - [INFO] - [E:157| 300]: Train Loss:0.0015217, Val MRR:0.42288, icews14 +2023-05-12 04:26:10,015 - [INFO] - [E:157| 400]: Train Loss:0.0015217, Val MRR:0.42288, icews14 +2023-05-12 04:26:54,401 - [INFO] - [E:157| 500]: Train Loss:0.0015216, Val MRR:0.42288, icews14 +2023-05-12 04:27:46,966 - [INFO] - [E:157| 600]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:28:39,815 - [INFO] - [E:157| 700]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:29:33,780 - [INFO] - [E:157| 800]: Train Loss:0.0015214, Val MRR:0.42288, icews14 +2023-05-12 04:30:27,229 - [INFO] - [E:157| 900]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:31:20,423 - [INFO] - [E:157| 1000]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:32:13,626 - [INFO] - [E:157| 1100]: Train Loss:0.0015216, Val MRR:0.42288, icews14 +2023-05-12 04:33:07,468 - [INFO] - [E:157| 1200]: Train Loss:0.0015218, Val MRR:0.42288, icews14 +2023-05-12 04:34:00,855 - [INFO] - [E:157| 1300]: Train Loss:0.001522, Val MRR:0.42288, icews14 +2023-05-12 04:34:43,538 - [INFO] - [E:157| 1400]: Train Loss:0.0015218, Val MRR:0.42288, icews14 +2023-05-12 04:35:34,967 - [INFO] - [E:157| 1500]: Train Loss:0.001522, Val MRR:0.42288, icews14 +2023-05-12 04:36:27,979 - [INFO] - [E:157| 1600]: Train Loss:0.0015219, Val MRR:0.42288, icews14 +2023-05-12 04:37:21,340 - [INFO] - [E:157| 1700]: Train Loss:0.0015217, Val MRR:0.42288, icews14 +2023-05-12 04:38:14,362 - [INFO] - [E:157| 1800]: Train Loss:0.0015216, Val MRR:0.42288, icews14 +2023-05-12 04:39:07,673 - [INFO] - [E:157| 1900]: Train Loss:0.0015215, Val MRR:0.42288, icews14 +2023-05-12 04:39:29,613 - [INFO] - [Epoch:157]: Training Loss:0.001522 + +2023-05-12 04:39:29,785 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 04:39:49,505 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 04:39:54,986 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 04:40:14,186 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 04:40:19,633 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.44566, Head : 0.39801, Avg : 0.42183 + +2023-05-12 04:40:19,634 - [INFO] - [Epoch 157]: Training Loss: 0.0015216, Valid MRR: 0.42288, + + + +2023-05-12 04:40:20,154 - [INFO] - [E:158| 0]: Train Loss:0.0015023, Val MRR:0.42288, icews14 +2023-05-12 04:41:13,593 - [INFO] - [E:158| 100]: Train Loss:0.0015182, Val MRR:0.42288, icews14 +2023-05-12 04:42:06,432 - [INFO] - [E:158| 200]: Train Loss:0.0015194, Val MRR:0.42288, icews14 +2023-05-12 04:42:54,819 - [INFO] - [E:158| 300]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 04:43:41,431 - [INFO] - [E:158| 400]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:44:34,560 - [INFO] - [E:158| 500]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 04:45:27,900 - [INFO] - [E:158| 600]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:46:21,338 - [INFO] - [E:158| 700]: Train Loss:0.0015211, Val MRR:0.42288, icews14 +2023-05-12 04:47:13,882 - [INFO] - [E:158| 800]: Train Loss:0.0015211, Val MRR:0.42288, icews14 +2023-05-12 04:48:07,008 - [INFO] - [E:158| 900]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 04:49:00,224 - [INFO] - [E:158| 1000]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:49:53,597 - [INFO] - [E:158| 1100]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:50:46,490 - [INFO] - [E:158| 1200]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:51:28,985 - [INFO] - [E:158| 1300]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:52:21,383 - [INFO] - [E:158| 1400]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:53:15,159 - [INFO] - [E:158| 1500]: Train Loss:0.0015214, Val MRR:0.42288, icews14 +2023-05-12 04:54:08,210 - [INFO] - [E:158| 1600]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:55:01,407 - [INFO] - [E:158| 1700]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:55:54,452 - [INFO] - [E:158| 1800]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:56:46,946 - [INFO] - [E:158| 1900]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:57:09,165 - [INFO] - [Epoch:158]: Training Loss:0.001521 + +2023-05-12 04:57:09,317 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 04:57:29,004 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 04:57:34,505 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 04:57:53,719 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 04:57:59,072 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.44736, Head : 0.39643, Avg : 0.4219 + +2023-05-12 04:57:59,072 - [INFO] - [Epoch 158]: Training Loss: 0.0015212, Valid MRR: 0.42288, + + + +2023-05-12 04:57:59,777 - [INFO] - [E:159| 0]: Train Loss:0.0015274, Val MRR:0.42288, icews14 +2023-05-12 04:58:53,042 - [INFO] - [E:159| 100]: Train Loss:0.0015184, Val MRR:0.42288, icews14 +2023-05-12 04:59:40,738 - [INFO] - [E:159| 200]: Train Loss:0.0015192, Val MRR:0.42288, icews14 +2023-05-12 05:00:27,192 - [INFO] - [E:159| 300]: Train Loss:0.0015198, Val MRR:0.42288, icews14 +2023-05-12 05:01:20,529 - [INFO] - [E:159| 400]: Train Loss:0.0015198, Val MRR:0.42288, icews14 +2023-05-12 05:02:13,209 - [INFO] - [E:159| 500]: Train Loss:0.0015199, Val MRR:0.42288, icews14 +2023-05-12 05:03:06,219 - [INFO] - [E:159| 600]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 05:03:59,281 - [INFO] - [E:159| 700]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:04:52,004 - [INFO] - [E:159| 800]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:05:39,607 - [INFO] - [E:159| 900]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 05:06:32,677 - [INFO] - [E:159| 1000]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:07:25,684 - [INFO] - [E:159| 1100]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 05:08:11,663 - [INFO] - [E:159| 1200]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:08:59,916 - [INFO] - [E:159| 1300]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 05:09:52,959 - [INFO] - [E:159| 1400]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:10:45,924 - [INFO] - [E:159| 1500]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:11:38,736 - [INFO] - [E:159| 1600]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:12:31,718 - [INFO] - [E:159| 1700]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:13:24,926 - [INFO] - [E:159| 1800]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:14:17,678 - [INFO] - [E:159| 1900]: Train Loss:0.0015211, Val MRR:0.42288, icews14 +2023-05-12 05:14:39,839 - [INFO] - [Epoch:159]: Training Loss:0.001521 + +2023-05-12 05:14:40,114 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 05:14:58,987 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 05:15:04,474 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 05:15:23,828 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 05:15:29,304 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.44476, Head : 0.3968, Avg : 0.42078 + MR: Tail : 673.42, Head : 789.64, Avg : 731.53 + Hit-1: Tail : 0.35708, Head : 0.30853, Avg : 0.33281 + Hit-3: Tail : 0.49108, Head : 0.44022, Avg : 0.46565 + Hit-10: Tail : 0.60918, Head : 0.56597, Avg : 0.58757 +2023-05-12 05:15:29,304 - [INFO] - [Epoch 159]: Training Loss: 0.0015212, Valid MRR: 0.42288, + + + +2023-05-12 05:15:29,812 - [INFO] - [E:160| 0]: Train Loss:0.0015067, Val MRR:0.42288, icews14 +2023-05-12 05:16:21,860 - [INFO] - [E:160| 100]: Train Loss:0.0015193, Val MRR:0.42288, icews14 +2023-05-12 05:17:04,888 - [INFO] - [E:160| 200]: Train Loss:0.0015182, Val MRR:0.42288, icews14 +2023-05-12 05:17:57,886 - [INFO] - [E:160| 300]: Train Loss:0.0015192, Val MRR:0.42288, icews14 +2023-05-12 05:18:50,948 - [INFO] - [E:160| 400]: Train Loss:0.0015193, Val MRR:0.42288, icews14 +2023-05-12 05:19:44,457 - [INFO] - [E:160| 500]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:20:38,385 - [INFO] - [E:160| 600]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:21:31,810 - [INFO] - [E:160| 700]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 05:22:24,917 - [INFO] - [E:160| 800]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:23:17,985 - [INFO] - [E:160| 900]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:24:10,548 - [INFO] - [E:160| 1000]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:24:55,415 - [INFO] - [E:160| 1100]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 05:25:46,015 - [INFO] - [E:160| 1200]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:26:39,043 - [INFO] - [E:160| 1300]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:27:32,285 - [INFO] - [E:160| 1400]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:28:25,406 - [INFO] - [E:160| 1500]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:29:18,510 - [INFO] - [E:160| 1600]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:30:11,737 - [INFO] - [E:160| 1700]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:31:04,798 - [INFO] - [E:160| 1800]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:31:57,613 - [INFO] - [E:160| 1900]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:32:19,415 - [INFO] - [Epoch:160]: Training Loss:0.001521 + +2023-05-12 05:32:19,569 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 05:32:39,254 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 05:32:44,734 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 05:33:02,612 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 05:33:05,643 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.44483, Head : 0.39731, Avg : 0.42107 + +2023-05-12 05:33:05,643 - [INFO] - [Epoch 160]: Training Loss: 0.001521, Valid MRR: 0.42288, + + + +2023-05-12 05:33:05,989 - [INFO] - [E:161| 0]: Train Loss:0.0015229, Val MRR:0.42288, icews14 +2023-05-12 05:33:49,789 - [INFO] - [E:161| 100]: Train Loss:0.0015215, Val MRR:0.42288, icews14 +2023-05-12 05:34:42,258 - [INFO] - [E:161| 200]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:35:35,029 - [INFO] - [E:161| 300]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:36:27,067 - [INFO] - [E:161| 400]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:37:19,924 - [INFO] - [E:161| 500]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 05:38:12,960 - [INFO] - [E:161| 600]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 05:39:06,078 - [INFO] - [E:161| 700]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 05:39:59,119 - [INFO] - [E:161| 800]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:40:52,055 - [INFO] - [E:161| 900]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:41:35,549 - [INFO] - [E:161| 1000]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 05:42:25,896 - [INFO] - [E:161| 1100]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:43:18,915 - [INFO] - [E:161| 1200]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:44:12,232 - [INFO] - [E:161| 1300]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:45:05,382 - [INFO] - [E:161| 1400]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:45:58,578 - [INFO] - [E:161| 1500]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:46:51,831 - [INFO] - [E:161| 1600]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:47:44,670 - [INFO] - [E:161| 1700]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:48:37,356 - [INFO] - [E:161| 1800]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:49:30,578 - [INFO] - [E:161| 1900]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 05:49:48,353 - [INFO] - [Epoch:161]: Training Loss:0.001521 + +2023-05-12 05:49:48,465 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 05:49:59,367 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 05:50:04,487 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 05:50:23,665 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 05:50:29,016 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.44697, Head : 0.39673, Avg : 0.42185 + +2023-05-12 05:50:29,016 - [INFO] - [Epoch 161]: Training Loss: 0.0015208, Valid MRR: 0.42288, + + + +2023-05-12 05:50:29,642 - [INFO] - [E:162| 0]: Train Loss:0.0015234, Val MRR:0.42288, icews14 +2023-05-12 05:51:23,058 - [INFO] - [E:162| 100]: Train Loss:0.0015197, Val MRR:0.42288, icews14 +2023-05-12 05:52:10,430 - [INFO] - [E:162| 200]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:53:03,339 - [INFO] - [E:162| 300]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:53:56,467 - [INFO] - [E:162| 400]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:54:49,589 - [INFO] - [E:162| 500]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 05:55:42,496 - [INFO] - [E:162| 600]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 05:56:35,714 - [INFO] - [E:162| 700]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 05:57:28,758 - [INFO] - [E:162| 800]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:58:17,874 - [INFO] - [E:162| 900]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:59:04,418 - [INFO] - [E:162| 1000]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 05:59:57,434 - [INFO] - [E:162| 1100]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 06:00:50,455 - [INFO] - [E:162| 1200]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 06:01:42,922 - [INFO] - [E:162| 1300]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 06:02:35,750 - [INFO] - [E:162| 1400]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 06:03:28,588 - [INFO] - [E:162| 1500]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 06:04:21,767 - [INFO] - [E:162| 1600]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 06:05:14,953 - [INFO] - [E:162| 1700]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 06:06:08,050 - [INFO] - [E:162| 1800]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 06:06:49,627 - [INFO] - [E:162| 1900]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 06:07:13,118 - [INFO] - [Epoch:162]: Training Loss:0.001521 + +2023-05-12 06:07:13,396 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 06:07:32,484 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 06:07:37,981 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 06:07:57,238 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 06:08:02,552 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.44324, Head : 0.39373, Avg : 0.41849 + +2023-05-12 06:08:02,552 - [INFO] - [Epoch 162]: Training Loss: 0.0015206, Valid MRR: 0.42288, + + + +2023-05-12 06:08:03,060 - [INFO] - [E:163| 0]: Train Loss:0.0015022, Val MRR:0.42288, icews14 +2023-05-12 06:08:55,999 - [INFO] - [E:163| 100]: Train Loss:0.0015226, Val MRR:0.42288, icews14 +2023-05-12 06:09:48,466 - [INFO] - [E:163| 200]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:10:40,737 - [INFO] - [E:163| 300]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 06:11:33,713 - [INFO] - [E:163| 400]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 06:12:27,383 - [INFO] - [E:163| 500]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:13:20,496 - [INFO] - [E:163| 600]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:14:13,711 - [INFO] - [E:163| 700]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 06:15:00,127 - [INFO] - [E:163| 800]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 06:15:47,957 - [INFO] - [E:163| 900]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:16:41,006 - [INFO] - [E:163| 1000]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:17:34,072 - [INFO] - [E:163| 1100]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:18:27,227 - [INFO] - [E:163| 1200]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:19:20,643 - [INFO] - [E:163| 1300]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:20:13,344 - [INFO] - [E:163| 1400]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 06:21:06,369 - [INFO] - [E:163| 1500]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:21:59,191 - [INFO] - [E:163| 1600]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:22:51,926 - [INFO] - [E:163| 1700]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:23:33,851 - [INFO] - [E:163| 1800]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:24:27,369 - [INFO] - [E:163| 1900]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:24:49,618 - [INFO] - [Epoch:163]: Training Loss:0.00152 + +2023-05-12 06:24:49,891 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 06:25:08,833 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 06:25:14,258 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 06:25:33,419 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 06:25:38,696 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.44925, Head : 0.39763, Avg : 0.42344 + +2023-05-12 06:25:40,059 - [INFO] - [Epoch 163]: Training Loss: 0.0015204, Valid MRR: 0.42344, + + + +2023-05-12 06:25:40,482 - [INFO] - [E:164| 0]: Train Loss:0.0015032, Val MRR:0.42344, icews14 +2023-05-12 06:26:33,384 - [INFO] - [E:164| 100]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 06:27:26,423 - [INFO] - [E:164| 200]: Train Loss:0.0015205, Val MRR:0.42344, icews14 +2023-05-12 06:28:19,554 - [INFO] - [E:164| 300]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:29:12,019 - [INFO] - [E:164| 400]: Train Loss:0.0015203, Val MRR:0.42344, icews14 +2023-05-12 06:30:05,789 - [INFO] - [E:164| 500]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:30:58,797 - [INFO] - [E:164| 600]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:31:44,261 - [INFO] - [E:164| 700]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 06:32:33,087 - [INFO] - [E:164| 800]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:33:26,206 - [INFO] - [E:164| 900]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:34:19,250 - [INFO] - [E:164| 1000]: Train Loss:0.00152, Val MRR:0.42344, icews14 +2023-05-12 06:35:12,845 - [INFO] - [E:164| 1100]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:36:05,894 - [INFO] - [E:164| 1200]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:36:58,951 - [INFO] - [E:164| 1300]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:37:50,314 - [INFO] - [E:164| 1400]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:38:40,164 - [INFO] - [E:164| 1500]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:39:32,986 - [INFO] - [E:164| 1600]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:40:16,789 - [INFO] - [E:164| 1700]: Train Loss:0.0015203, Val MRR:0.42344, icews14 +2023-05-12 06:41:07,873 - [INFO] - [E:164| 1800]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:42:00,632 - [INFO] - [E:164| 1900]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:42:22,234 - [INFO] - [Epoch:164]: Training Loss:0.00152 + +2023-05-12 06:42:22,413 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 06:42:41,854 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 06:42:47,231 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 06:43:06,384 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 06:43:11,725 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.44771, Head : 0.39819, Avg : 0.42295 + +2023-05-12 06:43:11,726 - [INFO] - [Epoch 164]: Training Loss: 0.0015202, Valid MRR: 0.42344, + + + +2023-05-12 06:43:12,465 - [INFO] - [E:165| 0]: Train Loss:0.0015068, Val MRR:0.42344, icews14 +2023-05-12 06:44:05,085 - [INFO] - [E:165| 100]: Train Loss:0.0015179, Val MRR:0.42344, icews14 +2023-05-12 06:44:57,737 - [INFO] - [E:165| 200]: Train Loss:0.0015182, Val MRR:0.42344, icews14 +2023-05-12 06:45:50,629 - [INFO] - [E:165| 300]: Train Loss:0.0015187, Val MRR:0.42344, icews14 +2023-05-12 06:46:43,804 - [INFO] - [E:165| 400]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 06:47:36,966 - [INFO] - [E:165| 500]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 06:48:25,183 - [INFO] - [E:165| 600]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 06:49:11,422 - [INFO] - [E:165| 700]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 06:50:04,363 - [INFO] - [E:165| 800]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:50:57,291 - [INFO] - [E:165| 900]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 06:51:50,239 - [INFO] - [E:165| 1000]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 06:52:43,366 - [INFO] - [E:165| 1100]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 06:53:36,588 - [INFO] - [E:165| 1200]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:54:29,584 - [INFO] - [E:165| 1300]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:55:22,482 - [INFO] - [E:165| 1400]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:56:15,068 - [INFO] - [E:165| 1500]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 06:56:57,193 - [INFO] - [E:165| 1600]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 06:57:50,433 - [INFO] - [E:165| 1700]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 06:58:43,443 - [INFO] - [E:165| 1800]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:59:36,226 - [INFO] - [E:165| 1900]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 06:59:58,388 - [INFO] - [Epoch:165]: Training Loss:0.00152 + +2023-05-12 06:59:58,663 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 07:00:18,110 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 07:00:23,552 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 07:00:42,707 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 07:00:48,158 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.44643, Head : 0.39624, Avg : 0.42133 + +2023-05-12 07:00:48,159 - [INFO] - [Epoch 165]: Training Loss: 0.0015199, Valid MRR: 0.42344, + + + +2023-05-12 07:00:48,750 - [INFO] - [E:166| 0]: Train Loss:0.0015463, Val MRR:0.42344, icews14 +2023-05-12 07:01:41,697 - [INFO] - [E:166| 100]: Train Loss:0.0015179, Val MRR:0.42344, icews14 +2023-05-12 07:02:34,507 - [INFO] - [E:166| 200]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 07:03:28,091 - [INFO] - [E:166| 300]: Train Loss:0.0015186, Val MRR:0.42344, icews14 +2023-05-12 07:04:20,923 - [INFO] - [E:166| 400]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:05:07,385 - [INFO] - [E:166| 500]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:05:55,108 - [INFO] - [E:166| 600]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:06:47,995 - [INFO] - [E:166| 700]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 07:07:40,932 - [INFO] - [E:166| 800]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 07:08:33,916 - [INFO] - [E:166| 900]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:09:26,999 - [INFO] - [E:166| 1000]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:10:20,070 - [INFO] - [E:166| 1100]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:11:13,303 - [INFO] - [E:166| 1200]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:12:06,548 - [INFO] - [E:166| 1300]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 07:12:59,527 - [INFO] - [E:166| 1400]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:13:41,525 - [INFO] - [E:166| 1500]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 07:14:34,007 - [INFO] - [E:166| 1600]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 07:15:26,374 - [INFO] - [E:166| 1700]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 07:16:18,882 - [INFO] - [E:166| 1800]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 07:17:10,985 - [INFO] - [E:166| 1900]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:17:33,077 - [INFO] - [Epoch:166]: Training Loss:0.00152 + +2023-05-12 07:17:33,232 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 07:17:52,581 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 07:17:58,213 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 07:18:16,975 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 07:18:22,243 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.44585, Head : 0.3932, Avg : 0.41953 + +2023-05-12 07:18:22,243 - [INFO] - [Epoch 166]: Training Loss: 0.0015197, Valid MRR: 0.42344, + + + +2023-05-12 07:18:22,874 - [INFO] - [E:167| 0]: Train Loss:0.0015124, Val MRR:0.42344, icews14 +2023-05-12 07:19:15,868 - [INFO] - [E:167| 100]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 07:20:09,841 - [INFO] - [E:167| 200]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:21:02,835 - [INFO] - [E:167| 300]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:21:47,283 - [INFO] - [E:167| 400]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:22:38,033 - [INFO] - [E:167| 500]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 07:23:30,920 - [INFO] - [E:167| 600]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:24:18,903 - [INFO] - [E:167| 700]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 07:25:11,919 - [INFO] - [E:167| 800]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:26:04,929 - [INFO] - [E:167| 900]: Train Loss:0.00152, Val MRR:0.42344, icews14 +2023-05-12 07:26:58,051 - [INFO] - [E:167| 1000]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 07:27:51,012 - [INFO] - [E:167| 1100]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 07:28:44,015 - [INFO] - [E:167| 1200]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 07:29:37,198 - [INFO] - [E:167| 1300]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 07:30:19,608 - [INFO] - [E:167| 1400]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 07:31:12,042 - [INFO] - [E:167| 1500]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:32:04,701 - [INFO] - [E:167| 1600]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:32:58,073 - [INFO] - [E:167| 1700]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 07:33:50,702 - [INFO] - [E:167| 1800]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 07:34:43,945 - [INFO] - [E:167| 1900]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:35:06,174 - [INFO] - [Epoch:167]: Training Loss:0.00152 + +2023-05-12 07:35:06,307 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 07:35:25,315 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 07:35:30,916 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 07:35:50,105 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 07:35:55,313 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.44915, Head : 0.39487, Avg : 0.42201 + +2023-05-12 07:35:55,313 - [INFO] - [Epoch 167]: Training Loss: 0.0015197, Valid MRR: 0.42344, + + + +2023-05-12 07:35:56,027 - [INFO] - [E:168| 0]: Train Loss:0.0015319, Val MRR:0.42344, icews14 +2023-05-12 07:36:49,345 - [INFO] - [E:168| 100]: Train Loss:0.0015176, Val MRR:0.42344, icews14 +2023-05-12 07:37:42,350 - [INFO] - [E:168| 200]: Train Loss:0.0015167, Val MRR:0.42344, icews14 +2023-05-12 07:38:29,464 - [INFO] - [E:168| 300]: Train Loss:0.0015168, Val MRR:0.42344, icews14 +2023-05-12 07:39:17,625 - [INFO] - [E:168| 400]: Train Loss:0.0015172, Val MRR:0.42344, icews14 +2023-05-12 07:40:10,559 - [INFO] - [E:168| 500]: Train Loss:0.0015175, Val MRR:0.42344, icews14 +2023-05-12 07:41:03,373 - [INFO] - [E:168| 600]: Train Loss:0.0015179, Val MRR:0.42344, icews14 +2023-05-12 07:41:56,291 - [INFO] - [E:168| 700]: Train Loss:0.0015181, Val MRR:0.42344, icews14 +2023-05-12 07:42:48,634 - [INFO] - [E:168| 800]: Train Loss:0.0015182, Val MRR:0.42344, icews14 +2023-05-12 07:43:41,872 - [INFO] - [E:168| 900]: Train Loss:0.0015183, Val MRR:0.42344, icews14 +2023-05-12 07:44:34,893 - [INFO] - [E:168| 1000]: Train Loss:0.0015182, Val MRR:0.42344, icews14 +2023-05-12 07:45:27,868 - [INFO] - [E:168| 1100]: Train Loss:0.0015186, Val MRR:0.42344, icews14 +2023-05-12 07:46:20,705 - [INFO] - [E:168| 1200]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 07:47:03,150 - [INFO] - [E:168| 1300]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 07:47:55,832 - [INFO] - [E:168| 1400]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 07:48:48,952 - [INFO] - [E:168| 1500]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:49:41,862 - [INFO] - [E:168| 1600]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:50:34,539 - [INFO] - [E:168| 1700]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:51:26,879 - [INFO] - [E:168| 1800]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:52:18,889 - [INFO] - [E:168| 1900]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:52:41,060 - [INFO] - [Epoch:168]: Training Loss:0.001519 + +2023-05-12 07:52:41,309 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 07:53:00,221 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 07:53:05,704 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 07:53:25,122 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 07:53:30,413 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.44747, Head : 0.39592, Avg : 0.42169 + +2023-05-12 07:53:30,414 - [INFO] - [Epoch 168]: Training Loss: 0.0015193, Valid MRR: 0.42344, + + + +2023-05-12 07:53:31,163 - [INFO] - [E:169| 0]: Train Loss:0.0015056, Val MRR:0.42344, icews14 +2023-05-12 07:54:24,176 - [INFO] - [E:169| 100]: Train Loss:0.0015213, Val MRR:0.42344, icews14 +2023-05-12 07:55:08,711 - [INFO] - [E:169| 200]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:55:58,908 - [INFO] - [E:169| 300]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:56:51,875 - [INFO] - [E:169| 400]: Train Loss:0.00152, Val MRR:0.42344, icews14 +2023-05-12 07:57:44,735 - [INFO] - [E:169| 500]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 07:58:38,225 - [INFO] - [E:169| 600]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:59:31,437 - [INFO] - [E:169| 700]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 08:00:24,644 - [INFO] - [E:169| 800]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 08:01:17,694 - [INFO] - [E:169| 900]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 08:02:10,664 - [INFO] - [E:169| 1000]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 08:03:03,354 - [INFO] - [E:169| 1100]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 08:03:45,664 - [INFO] - [E:169| 1200]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 08:04:38,612 - [INFO] - [E:169| 1300]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 08:05:31,036 - [INFO] - [E:169| 1400]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 08:06:23,979 - [INFO] - [E:169| 1500]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:07:16,898 - [INFO] - [E:169| 1600]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 08:08:10,062 - [INFO] - [E:169| 1700]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 08:09:03,076 - [INFO] - [E:169| 1800]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:09:54,197 - [INFO] - [E:169| 1900]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:10:13,080 - [INFO] - [Epoch:169]: Training Loss:0.001519 + +2023-05-12 08:10:13,235 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 08:10:32,513 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 08:10:38,156 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 08:10:57,248 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 08:11:02,542 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.44683, Head : 0.3928, Avg : 0.41981 + MR: Tail : 665.82, Head : 773.89, Avg : 719.86 + Hit-1: Tail : 0.35854, Head : 0.30538, Avg : 0.33196 + Hit-3: Tail : 0.49545, Head : 0.43379, Avg : 0.46462 + Hit-10: Tail : 0.6093, Head : 0.56281, Avg : 0.58605 +2023-05-12 08:11:02,542 - [INFO] - [Epoch 169]: Training Loss: 0.0015193, Valid MRR: 0.42344, + + + +2023-05-12 08:11:03,037 - [INFO] - [E:170| 0]: Train Loss:0.0015273, Val MRR:0.42344, icews14 +2023-05-12 08:11:50,339 - [INFO] - [E:170| 100]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 08:12:39,140 - [INFO] - [E:170| 200]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:13:32,320 - [INFO] - [E:170| 300]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 08:14:25,344 - [INFO] - [E:170| 400]: Train Loss:0.0015184, Val MRR:0.42344, icews14 +2023-05-12 08:15:18,605 - [INFO] - [E:170| 500]: Train Loss:0.0015184, Val MRR:0.42344, icews14 +2023-05-12 08:16:11,497 - [INFO] - [E:170| 600]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:17:04,615 - [INFO] - [E:170| 700]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 08:17:57,654 - [INFO] - [E:170| 800]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:18:50,851 - [INFO] - [E:170| 900]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:19:44,063 - [INFO] - [E:170| 1000]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:20:26,352 - [INFO] - [E:170| 1100]: Train Loss:0.0015187, Val MRR:0.42344, icews14 +2023-05-12 08:21:19,306 - [INFO] - [E:170| 1200]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:22:12,275 - [INFO] - [E:170| 1300]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:23:05,071 - [INFO] - [E:170| 1400]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 08:23:58,387 - [INFO] - [E:170| 1500]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:24:50,601 - [INFO] - [E:170| 1600]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:25:43,585 - [INFO] - [E:170| 1700]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:26:36,045 - [INFO] - [E:170| 1800]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:27:28,772 - [INFO] - [E:170| 1900]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:27:51,131 - [INFO] - [Epoch:170]: Training Loss:0.001519 + +2023-05-12 08:27:51,404 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 08:28:10,388 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 08:28:15,804 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 08:28:26,745 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 08:28:29,764 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.44963, Head : 0.4004, Avg : 0.42501 + +2023-05-12 08:28:31,130 - [INFO] - [Epoch 170]: Training Loss: 0.0015191, Valid MRR: 0.42501, + + + +2023-05-12 08:28:31,481 - [INFO] - [E:171| 0]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 08:29:22,486 - [INFO] - [E:171| 100]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 08:30:15,417 - [INFO] - [E:171| 200]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 08:31:08,217 - [INFO] - [E:171| 300]: Train Loss:0.0015193, Val MRR:0.42501, icews14 +2023-05-12 08:32:01,501 - [INFO] - [E:171| 400]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 08:32:54,346 - [INFO] - [E:171| 500]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 08:33:47,374 - [INFO] - [E:171| 600]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:34:40,367 - [INFO] - [E:171| 700]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 08:35:33,533 - [INFO] - [E:171| 800]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:36:26,498 - [INFO] - [E:171| 900]: Train Loss:0.001519, Val MRR:0.42501, icews14 +2023-05-12 08:37:08,821 - [INFO] - [E:171| 1000]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 08:38:01,507 - [INFO] - [E:171| 1100]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:38:54,333 - [INFO] - [E:171| 1200]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:39:46,839 - [INFO] - [E:171| 1300]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 08:40:39,822 - [INFO] - [E:171| 1400]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 08:41:32,894 - [INFO] - [E:171| 1500]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 08:42:25,939 - [INFO] - [E:171| 1600]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 08:43:19,006 - [INFO] - [E:171| 1700]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:44:11,985 - [INFO] - [E:171| 1800]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 08:45:01,091 - [INFO] - [E:171| 1900]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:45:16,263 - [INFO] - [Epoch:171]: Training Loss:0.001519 + +2023-05-12 08:45:16,423 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 08:45:35,614 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 08:45:41,041 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 08:46:00,243 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 08:46:05,439 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.44607, Head : 0.39711, Avg : 0.42159 + +2023-05-12 08:46:05,439 - [INFO] - [Epoch 171]: Training Loss: 0.0015188, Valid MRR: 0.42501, + + + +2023-05-12 08:46:05,930 - [INFO] - [E:172| 0]: Train Loss:0.001513, Val MRR:0.42501, icews14 +2023-05-12 08:46:58,372 - [INFO] - [E:172| 100]: Train Loss:0.0015191, Val MRR:0.42501, icews14 +2023-05-12 08:47:51,377 - [INFO] - [E:172| 200]: Train Loss:0.0015191, Val MRR:0.42501, icews14 +2023-05-12 08:48:44,527 - [INFO] - [E:172| 300]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 08:49:37,499 - [INFO] - [E:172| 400]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 08:50:30,274 - [INFO] - [E:172| 500]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 08:51:23,045 - [INFO] - [E:172| 600]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 08:52:15,991 - [INFO] - [E:172| 700]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 08:53:09,003 - [INFO] - [E:172| 800]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 08:53:51,097 - [INFO] - [E:172| 900]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 08:54:44,047 - [INFO] - [E:172| 1000]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 08:55:36,960 - [INFO] - [E:172| 1100]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:56:24,994 - [INFO] - [E:172| 1200]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 08:57:17,890 - [INFO] - [E:172| 1300]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:58:10,827 - [INFO] - [E:172| 1400]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:59:03,341 - [INFO] - [E:172| 1500]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:59:55,802 - [INFO] - [E:172| 1600]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:00:48,783 - [INFO] - [E:172| 1700]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:01:39,942 - [INFO] - [E:172| 1800]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:02:23,555 - [INFO] - [E:172| 1900]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:02:45,827 - [INFO] - [Epoch:172]: Training Loss:0.001519 + +2023-05-12 09:02:46,078 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 09:03:05,076 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 09:03:10,535 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 09:03:29,454 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 09:03:34,712 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.44741, Head : 0.39523, Avg : 0.42132 + +2023-05-12 09:03:34,712 - [INFO] - [Epoch 172]: Training Loss: 0.0015187, Valid MRR: 0.42501, + + + +2023-05-12 09:03:35,398 - [INFO] - [E:173| 0]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 09:04:28,626 - [INFO] - [E:173| 100]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 09:05:21,199 - [INFO] - [E:173| 200]: Train Loss:0.0015193, Val MRR:0.42501, icews14 +2023-05-12 09:06:14,208 - [INFO] - [E:173| 300]: Train Loss:0.0015195, Val MRR:0.42501, icews14 +2023-05-12 09:07:07,271 - [INFO] - [E:173| 400]: Train Loss:0.0015194, Val MRR:0.42501, icews14 +2023-05-12 09:08:00,366 - [INFO] - [E:173| 500]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:08:53,413 - [INFO] - [E:173| 600]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 09:09:46,231 - [INFO] - [E:173| 700]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 09:10:28,899 - [INFO] - [E:173| 800]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:11:22,046 - [INFO] - [E:173| 900]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:12:15,186 - [INFO] - [E:173| 1000]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:13:07,996 - [INFO] - [E:173| 1100]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:14:00,705 - [INFO] - [E:173| 1200]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:14:53,809 - [INFO] - [E:173| 1300]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:15:47,008 - [INFO] - [E:173| 1400]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:16:39,923 - [INFO] - [E:173| 1500]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 09:17:32,710 - [INFO] - [E:173| 1600]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:18:21,939 - [INFO] - [E:173| 1700]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:19:07,619 - [INFO] - [E:173| 1800]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:20:00,695 - [INFO] - [E:173| 1900]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:20:23,082 - [INFO] - [Epoch:173]: Training Loss:0.001519 + +2023-05-12 09:20:23,355 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 09:20:42,272 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 09:20:47,696 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 09:21:06,616 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 09:21:11,905 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.44939, Head : 0.39537, Avg : 0.42238 + +2023-05-12 09:21:11,905 - [INFO] - [Epoch 173]: Training Loss: 0.0015186, Valid MRR: 0.42501, + + + +2023-05-12 09:21:12,416 - [INFO] - [E:174| 0]: Train Loss:0.0014995, Val MRR:0.42501, icews14 +2023-05-12 09:22:05,559 - [INFO] - [E:174| 100]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 09:22:58,650 - [INFO] - [E:174| 200]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:23:51,535 - [INFO] - [E:174| 300]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 09:24:44,428 - [INFO] - [E:174| 400]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 09:25:37,259 - [INFO] - [E:174| 500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 09:26:30,520 - [INFO] - [E:174| 600]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 09:27:13,090 - [INFO] - [E:174| 700]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 09:28:06,150 - [INFO] - [E:174| 800]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 09:28:58,819 - [INFO] - [E:174| 900]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 09:29:51,615 - [INFO] - [E:174| 1000]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 09:30:43,853 - [INFO] - [E:174| 1100]: Train Loss:0.0015183, Val MRR:0.42501, icews14 +2023-05-12 09:31:36,676 - [INFO] - [E:174| 1200]: Train Loss:0.0015183, Val MRR:0.42501, icews14 +2023-05-12 09:32:29,332 - [INFO] - [E:174| 1300]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:33:21,366 - [INFO] - [E:174| 1400]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:34:14,216 - [INFO] - [E:174| 1500]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:35:00,841 - [INFO] - [E:174| 1600]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:35:48,845 - [INFO] - [E:174| 1700]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:36:41,619 - [INFO] - [E:174| 1800]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:37:34,890 - [INFO] - [E:174| 1900]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:37:56,950 - [INFO] - [Epoch:174]: Training Loss:0.001519 + +2023-05-12 09:37:57,104 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 09:38:16,254 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 09:38:21,761 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 09:38:41,109 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 09:38:46,435 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.44579, Head : 0.39499, Avg : 0.42039 + +2023-05-12 09:38:46,435 - [INFO] - [Epoch 174]: Training Loss: 0.0015187, Valid MRR: 0.42501, + + + +2023-05-12 09:38:46,858 - [INFO] - [E:175| 0]: Train Loss:0.0015024, Val MRR:0.42501, icews14 +2023-05-12 09:39:39,923 - [INFO] - [E:175| 100]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 09:40:32,622 - [INFO] - [E:175| 200]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 09:41:25,574 - [INFO] - [E:175| 300]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:42:12,934 - [INFO] - [E:175| 400]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 09:43:05,819 - [INFO] - [E:175| 500]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:43:48,096 - [INFO] - [E:175| 600]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 09:44:41,039 - [INFO] - [E:175| 700]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:45:33,911 - [INFO] - [E:175| 800]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 09:46:27,076 - [INFO] - [E:175| 900]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:47:19,772 - [INFO] - [E:175| 1000]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:48:12,986 - [INFO] - [E:175| 1100]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 09:49:05,934 - [INFO] - [E:175| 1200]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 09:49:58,883 - [INFO] - [E:175| 1300]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 09:50:51,707 - [INFO] - [E:175| 1400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 09:51:41,531 - [INFO] - [E:175| 1500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 09:52:26,717 - [INFO] - [E:175| 1600]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 09:53:19,683 - [INFO] - [E:175| 1700]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 09:54:12,639 - [INFO] - [E:175| 1800]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 09:55:06,057 - [INFO] - [E:175| 1900]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 09:55:28,171 - [INFO] - [Epoch:175]: Training Loss:0.001518 + +2023-05-12 09:55:28,320 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 09:55:47,433 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 09:55:52,952 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 09:56:11,861 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 09:56:17,187 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.44556, Head : 0.39231, Avg : 0.41893 + +2023-05-12 09:56:17,187 - [INFO] - [Epoch 175]: Training Loss: 0.0015181, Valid MRR: 0.42501, + + + +2023-05-12 09:56:17,683 - [INFO] - [E:176| 0]: Train Loss:0.00152, Val MRR:0.42501, icews14 +2023-05-12 09:57:10,973 - [INFO] - [E:176| 100]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 09:58:03,829 - [INFO] - [E:176| 200]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:58:56,843 - [INFO] - [E:176| 300]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:59:49,718 - [INFO] - [E:176| 400]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 10:00:32,296 - [INFO] - [E:176| 500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:01:25,101 - [INFO] - [E:176| 600]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:02:18,098 - [INFO] - [E:176| 700]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:03:11,077 - [INFO] - [E:176| 800]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:04:03,919 - [INFO] - [E:176| 900]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:04:56,527 - [INFO] - [E:176| 1000]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:05:49,579 - [INFO] - [E:176| 1100]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:06:42,751 - [INFO] - [E:176| 1200]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:07:35,252 - [INFO] - [E:176| 1300]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:08:22,180 - [INFO] - [E:176| 1400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:09:09,529 - [INFO] - [E:176| 1500]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 10:10:02,257 - [INFO] - [E:176| 1600]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 10:10:55,238 - [INFO] - [E:176| 1700]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 10:11:48,096 - [INFO] - [E:176| 1800]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 10:12:41,113 - [INFO] - [E:176| 1900]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 10:13:03,533 - [INFO] - [Epoch:176]: Training Loss:0.001518 + +2023-05-12 10:13:03,804 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 10:13:22,671 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 10:13:28,058 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 10:13:47,031 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 10:13:52,329 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.44654, Head : 0.39357, Avg : 0.42006 + +2023-05-12 10:13:52,329 - [INFO] - [Epoch 176]: Training Loss: 0.0015181, Valid MRR: 0.42501, + + + +2023-05-12 10:13:52,850 - [INFO] - [E:177| 0]: Train Loss:0.0015264, Val MRR:0.42501, icews14 +2023-05-12 10:14:45,770 - [INFO] - [E:177| 100]: Train Loss:0.0015207, Val MRR:0.42501, icews14 +2023-05-12 10:15:38,780 - [INFO] - [E:177| 200]: Train Loss:0.00152, Val MRR:0.42501, icews14 +2023-05-12 10:16:31,599 - [INFO] - [E:177| 300]: Train Loss:0.0015193, Val MRR:0.42501, icews14 +2023-05-12 10:17:14,448 - [INFO] - [E:177| 400]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 10:18:07,571 - [INFO] - [E:177| 500]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 10:19:00,419 - [INFO] - [E:177| 600]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 10:19:53,628 - [INFO] - [E:177| 700]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 10:20:46,912 - [INFO] - [E:177| 800]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:21:39,567 - [INFO] - [E:177| 900]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:22:32,513 - [INFO] - [E:177| 1000]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 10:23:25,498 - [INFO] - [E:177| 1100]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:24:18,731 - [INFO] - [E:177| 1200]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:25:04,107 - [INFO] - [E:177| 1300]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 10:25:54,248 - [INFO] - [E:177| 1400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:26:47,260 - [INFO] - [E:177| 1500]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:27:40,414 - [INFO] - [E:177| 1600]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:28:28,175 - [INFO] - [E:177| 1700]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:29:21,241 - [INFO] - [E:177| 1800]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:30:14,285 - [INFO] - [E:177| 1900]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:30:36,571 - [INFO] - [Epoch:177]: Training Loss:0.001518 + +2023-05-12 10:30:36,703 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 10:30:55,613 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 10:31:01,030 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 10:31:19,871 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 10:31:25,179 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.44795, Head : 0.39839, Avg : 0.42317 + +2023-05-12 10:31:25,180 - [INFO] - [Epoch 177]: Training Loss: 0.0015178, Valid MRR: 0.42501, + + + +2023-05-12 10:31:25,806 - [INFO] - [E:178| 0]: Train Loss:0.0015356, Val MRR:0.42501, icews14 +2023-05-12 10:32:18,925 - [INFO] - [E:178| 100]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 10:33:12,048 - [INFO] - [E:178| 200]: Train Loss:0.0015191, Val MRR:0.42501, icews14 +2023-05-12 10:33:54,500 - [INFO] - [E:178| 300]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 10:34:47,443 - [INFO] - [E:178| 400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:35:40,551 - [INFO] - [E:178| 500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:36:33,430 - [INFO] - [E:178| 600]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 10:37:26,079 - [INFO] - [E:178| 700]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 10:38:18,854 - [INFO] - [E:178| 800]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 10:39:11,616 - [INFO] - [E:178| 900]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 10:40:04,526 - [INFO] - [E:178| 1000]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:40:57,107 - [INFO] - [E:178| 1100]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:41:44,901 - [INFO] - [E:178| 1200]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:42:31,835 - [INFO] - [E:178| 1300]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:43:24,756 - [INFO] - [E:178| 1400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:44:17,521 - [INFO] - [E:178| 1500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:45:10,482 - [INFO] - [E:178| 1600]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:46:03,545 - [INFO] - [E:178| 1700]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:46:56,289 - [INFO] - [E:178| 1800]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:47:49,151 - [INFO] - [E:178| 1900]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:48:11,146 - [INFO] - [Epoch:178]: Training Loss:0.001518 + +2023-05-12 10:48:11,301 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 10:48:30,537 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 10:48:36,109 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 10:48:55,255 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 10:49:00,536 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.45112, Head : 0.39836, Avg : 0.42474 + +2023-05-12 10:49:00,537 - [INFO] - [Epoch 178]: Training Loss: 0.0015177, Valid MRR: 0.42501, + + + +2023-05-12 10:49:00,942 - [INFO] - [E:179| 0]: Train Loss:0.0015123, Val MRR:0.42501, icews14 +2023-05-12 10:49:53,732 - [INFO] - [E:179| 100]: Train Loss:0.0015192, Val MRR:0.42501, icews14 +2023-05-12 10:50:36,060 - [INFO] - [E:179| 200]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:51:29,169 - [INFO] - [E:179| 300]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 10:52:22,117 - [INFO] - [E:179| 400]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 10:53:15,569 - [INFO] - [E:179| 500]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 10:54:08,979 - [INFO] - [E:179| 600]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 10:55:01,850 - [INFO] - [E:179| 700]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 10:55:53,918 - [INFO] - [E:179| 800]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 10:56:47,099 - [INFO] - [E:179| 900]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 10:57:40,349 - [INFO] - [E:179| 1000]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 10:58:25,842 - [INFO] - [E:179| 1100]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 10:59:15,938 - [INFO] - [E:179| 1200]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:00:08,945 - [INFO] - [E:179| 1300]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:01:01,994 - [INFO] - [E:179| 1400]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:01:54,980 - [INFO] - [E:179| 1500]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 11:02:48,004 - [INFO] - [E:179| 1600]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 11:03:41,088 - [INFO] - [E:179| 1700]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 11:04:34,079 - [INFO] - [E:179| 1800]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:05:27,043 - [INFO] - [E:179| 1900]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:05:49,242 - [INFO] - [Epoch:179]: Training Loss:0.001517 + +2023-05-12 11:05:49,375 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 11:06:08,174 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 11:06:13,614 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 11:06:32,483 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 11:06:35,507 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.45137, Head : 0.39561, Avg : 0.42349 + MR: Tail : 654.64, Head : 771.11, Avg : 712.87 + Hit-1: Tail : 0.36558, Head : 0.30793, Avg : 0.33675 + Hit-3: Tail : 0.49763, Head : 0.4384, Avg : 0.46802 + Hit-10: Tail : 0.60869, Head : 0.55941, Avg : 0.58405 +2023-05-12 11:06:35,507 - [INFO] - [Epoch 179]: Training Loss: 0.0015174, Valid MRR: 0.42501, + + + +2023-05-12 11:06:35,853 - [INFO] - [E:180| 0]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 11:07:20,512 - [INFO] - [E:180| 100]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 11:08:13,454 - [INFO] - [E:180| 200]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:09:06,482 - [INFO] - [E:180| 300]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 11:09:59,496 - [INFO] - [E:180| 400]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:10:53,022 - [INFO] - [E:180| 500]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:11:45,925 - [INFO] - [E:180| 600]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:12:38,616 - [INFO] - [E:180| 700]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 11:13:31,795 - [INFO] - [E:180| 800]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:14:19,494 - [INFO] - [E:180| 900]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 11:15:07,165 - [INFO] - [E:180| 1000]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:15:54,371 - [INFO] - [E:180| 1100]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 11:16:47,051 - [INFO] - [E:180| 1200]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 11:17:40,043 - [INFO] - [E:180| 1300]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:18:33,194 - [INFO] - [E:180| 1400]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:19:26,178 - [INFO] - [E:180| 1500]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:20:19,329 - [INFO] - [E:180| 1600]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:21:12,386 - [INFO] - [E:180| 1700]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:22:05,521 - [INFO] - [E:180| 1800]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:23:07,359 - [INFO] - [E:180| 1900]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:23:41,366 - [INFO] - [Epoch:180]: Training Loss:0.001517 + +2023-05-12 11:23:41,760 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 11:24:07,910 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 11:24:16,520 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 11:24:46,591 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 11:24:54,825 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.44928, Head : 0.39754, Avg : 0.42341 + +2023-05-12 11:24:54,825 - [INFO] - [Epoch 180]: Training Loss: 0.0015175, Valid MRR: 0.42501, + + + +2023-05-12 11:24:55,883 - [INFO] - [E:181| 0]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 11:26:01,992 - [INFO] - [E:181| 100]: Train Loss:0.0015195, Val MRR:0.42501, icews14 +2023-05-12 11:26:54,985 - [INFO] - [E:181| 200]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 11:27:48,003 - [INFO] - [E:181| 300]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:28:40,882 - [INFO] - [E:181| 400]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:29:33,427 - [INFO] - [E:181| 500]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 11:30:26,060 - [INFO] - [E:181| 600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 11:31:19,137 - [INFO] - [E:181| 700]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 11:32:12,029 - [INFO] - [E:181| 800]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 11:32:57,472 - [INFO] - [E:181| 900]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:33:47,617 - [INFO] - [E:181| 1000]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:34:40,075 - [INFO] - [E:181| 1100]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 11:35:33,130 - [INFO] - [E:181| 1200]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:36:26,116 - [INFO] - [E:181| 1300]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 11:37:19,205 - [INFO] - [E:181| 1400]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:38:12,252 - [INFO] - [E:181| 1500]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:39:05,455 - [INFO] - [E:181| 1600]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:39:58,520 - [INFO] - [E:181| 1700]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:40:51,555 - [INFO] - [E:181| 1800]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:41:33,981 - [INFO] - [E:181| 1900]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:41:56,093 - [INFO] - [Epoch:181]: Training Loss:0.001517 + +2023-05-12 11:41:56,245 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 11:42:15,695 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 11:42:21,128 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 11:42:40,097 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 11:42:45,456 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.44773, Head : 0.39815, Avg : 0.42294 + +2023-05-12 11:42:45,456 - [INFO] - [Epoch 181]: Training Loss: 0.0015173, Valid MRR: 0.42501, + + + +2023-05-12 11:42:45,972 - [INFO] - [E:182| 0]: Train Loss:0.0015291, Val MRR:0.42501, icews14 +2023-05-12 11:43:38,971 - [INFO] - [E:182| 100]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:44:31,826 - [INFO] - [E:182| 200]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 11:45:24,798 - [INFO] - [E:182| 300]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 11:46:17,617 - [INFO] - [E:182| 400]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 11:47:32,537 - [INFO] - [E:182| 500]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 11:48:26,251 - [INFO] - [E:182| 600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 11:49:19,103 - [INFO] - [E:182| 700]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:50:05,135 - [INFO] - [E:182| 800]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:50:54,203 - [INFO] - [E:182| 900]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:51:47,089 - [INFO] - [E:182| 1000]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:52:40,306 - [INFO] - [E:182| 1100]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:53:33,398 - [INFO] - [E:182| 1200]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:54:26,264 - [INFO] - [E:182| 1300]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:55:19,324 - [INFO] - [E:182| 1400]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:56:12,393 - [INFO] - [E:182| 1500]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:57:05,385 - [INFO] - [E:182| 1600]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:57:58,601 - [INFO] - [E:182| 1700]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:58:41,118 - [INFO] - [E:182| 1800]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:59:34,156 - [INFO] - [E:182| 1900]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 11:59:56,042 - [INFO] - [Epoch:182]: Training Loss:0.001517 + +2023-05-12 11:59:56,203 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 12:00:15,284 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 12:00:20,783 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 12:00:39,900 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 12:00:45,176 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.44592, Head : 0.39883, Avg : 0.42237 + +2023-05-12 12:00:45,176 - [INFO] - [Epoch 182]: Training Loss: 0.0015168, Valid MRR: 0.42501, + + + +2023-05-12 12:00:45,757 - [INFO] - [E:183| 0]: Train Loss:0.0015236, Val MRR:0.42501, icews14 +2023-05-12 12:01:39,049 - [INFO] - [E:183| 100]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 12:02:27,316 - [INFO] - [E:183| 200]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 12:03:20,400 - [INFO] - [E:183| 300]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 12:04:12,927 - [INFO] - [E:183| 400]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 12:05:05,813 - [INFO] - [E:183| 500]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 12:05:58,873 - [INFO] - [E:183| 600]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 12:06:46,908 - [INFO] - [E:183| 700]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 12:07:34,493 - [INFO] - [E:183| 800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 12:08:27,591 - [INFO] - [E:183| 900]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 12:09:20,659 - [INFO] - [E:183| 1000]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:10:13,768 - [INFO] - [E:183| 1100]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:11:07,020 - [INFO] - [E:183| 1200]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:11:59,839 - [INFO] - [E:183| 1300]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:12:52,879 - [INFO] - [E:183| 1400]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:13:45,867 - [INFO] - [E:183| 1500]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:14:38,840 - [INFO] - [E:183| 1600]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:15:20,847 - [INFO] - [E:183| 1700]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:16:13,973 - [INFO] - [E:183| 1800]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:17:07,199 - [INFO] - [E:183| 1900]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:17:29,544 - [INFO] - [Epoch:183]: Training Loss:0.001517 + +2023-05-12 12:17:29,818 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 12:17:48,796 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 12:17:54,235 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 12:18:13,084 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 12:18:18,401 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.44765, Head : 0.3952, Avg : 0.42143 + +2023-05-12 12:18:18,401 - [INFO] - [Epoch 183]: Training Loss: 0.0015167, Valid MRR: 0.42501, + + + +2023-05-12 12:18:18,899 - [INFO] - [E:184| 0]: Train Loss:0.001511, Val MRR:0.42501, icews14 +2023-05-12 12:19:11,790 - [INFO] - [E:184| 100]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 12:20:04,805 - [INFO] - [E:184| 200]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 12:20:57,116 - [INFO] - [E:184| 300]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 12:21:50,520 - [INFO] - [E:184| 400]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 12:22:43,624 - [INFO] - [E:184| 500]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 12:23:29,925 - [INFO] - [E:184| 600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 12:24:18,807 - [INFO] - [E:184| 700]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 12:25:11,556 - [INFO] - [E:184| 800]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 12:26:04,877 - [INFO] - [E:184| 900]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 12:26:57,694 - [INFO] - [E:184| 1000]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:27:51,022 - [INFO] - [E:184| 1100]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:28:44,059 - [INFO] - [E:184| 1200]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:29:37,049 - [INFO] - [E:184| 1300]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:30:30,456 - [INFO] - [E:184| 1400]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:31:23,490 - [INFO] - [E:184| 1500]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:32:06,185 - [INFO] - [E:184| 1600]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:32:59,334 - [INFO] - [E:184| 1700]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:33:52,362 - [INFO] - [E:184| 1800]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:34:45,245 - [INFO] - [E:184| 1900]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:35:07,468 - [INFO] - [Epoch:184]: Training Loss:0.001517 + +2023-05-12 12:35:07,740 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 12:35:26,533 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 12:35:31,943 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 12:35:50,894 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 12:35:56,107 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.44751, Head : 0.39471, Avg : 0.42111 + +2023-05-12 12:35:56,107 - [INFO] - [Epoch 184]: Training Loss: 0.0015166, Valid MRR: 0.42501, + + + +2023-05-12 12:35:56,735 - [INFO] - [E:185| 0]: Train Loss:0.001497, Val MRR:0.42501, icews14 +2023-05-12 12:36:49,647 - [INFO] - [E:185| 100]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 12:37:42,418 - [INFO] - [E:185| 200]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:38:34,998 - [INFO] - [E:185| 300]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 12:39:27,774 - [INFO] - [E:185| 400]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 12:40:11,187 - [INFO] - [E:185| 500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 12:41:03,137 - [INFO] - [E:185| 600]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 12:41:56,169 - [INFO] - [E:185| 700]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:42:49,028 - [INFO] - [E:185| 800]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:43:41,919 - [INFO] - [E:185| 900]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 12:44:34,997 - [INFO] - [E:185| 1000]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:45:27,943 - [INFO] - [E:185| 1100]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:46:20,910 - [INFO] - [E:185| 1200]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 12:47:13,940 - [INFO] - [E:185| 1300]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:48:01,923 - [INFO] - [E:185| 1400]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:48:44,666 - [INFO] - [E:185| 1500]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 12:49:37,821 - [INFO] - [E:185| 1600]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 12:50:30,758 - [INFO] - [E:185| 1700]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:51:23,889 - [INFO] - [E:185| 1800]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:52:16,975 - [INFO] - [E:185| 1900]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:52:39,235 - [INFO] - [Epoch:185]: Training Loss:0.001517 + +2023-05-12 12:52:39,508 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 12:52:58,409 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 12:53:03,762 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 12:53:22,713 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 12:53:28,005 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.44859, Head : 0.39953, Avg : 0.42406 + +2023-05-12 12:53:28,005 - [INFO] - [Epoch 185]: Training Loss: 0.0015167, Valid MRR: 0.42501, + + + +2023-05-12 12:53:28,509 - [INFO] - [E:186| 0]: Train Loss:0.0015389, Val MRR:0.42501, icews14 +2023-05-12 12:54:21,631 - [INFO] - [E:186| 100]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 12:55:14,070 - [INFO] - [E:186| 200]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 12:56:07,087 - [INFO] - [E:186| 300]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 12:56:52,997 - [INFO] - [E:186| 400]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 12:57:41,585 - [INFO] - [E:186| 500]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 12:58:34,254 - [INFO] - [E:186| 600]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:59:26,907 - [INFO] - [E:186| 700]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:00:20,136 - [INFO] - [E:186| 800]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:01:13,137 - [INFO] - [E:186| 900]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:02:06,348 - [INFO] - [E:186| 1000]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:02:59,453 - [INFO] - [E:186| 1100]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:03:52,385 - [INFO] - [E:186| 1200]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:04:45,470 - [INFO] - [E:186| 1300]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:05:27,279 - [INFO] - [E:186| 1400]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:06:20,206 - [INFO] - [E:186| 1500]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:07:12,936 - [INFO] - [E:186| 1600]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:08:05,897 - [INFO] - [E:186| 1700]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:08:58,850 - [INFO] - [E:186| 1800]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:09:51,875 - [INFO] - [E:186| 1900]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:10:13,702 - [INFO] - [Epoch:186]: Training Loss:0.001516 + +2023-05-12 13:10:13,855 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 13:10:32,816 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 13:10:38,330 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 13:10:57,363 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 13:11:02,642 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.44585, Head : 0.39701, Avg : 0.42143 + +2023-05-12 13:11:02,642 - [INFO] - [Epoch 186]: Training Loss: 0.0015163, Valid MRR: 0.42501, + + + +2023-05-12 13:11:03,115 - [INFO] - [E:187| 0]: Train Loss:0.0015076, Val MRR:0.42501, icews14 +2023-05-12 13:11:56,065 - [INFO] - [E:187| 100]: Train Loss:0.001514, Val MRR:0.42501, icews14 +2023-05-12 13:12:48,772 - [INFO] - [E:187| 200]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 13:13:32,940 - [INFO] - [E:187| 300]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 13:14:24,573 - [INFO] - [E:187| 400]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:15:17,608 - [INFO] - [E:187| 500]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:16:10,369 - [INFO] - [E:187| 600]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:17:03,400 - [INFO] - [E:187| 700]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:17:56,418 - [INFO] - [E:187| 800]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:18:49,364 - [INFO] - [E:187| 900]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:19:42,384 - [INFO] - [E:187| 1000]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:20:35,474 - [INFO] - [E:187| 1100]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:21:28,905 - [INFO] - [E:187| 1200]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:22:11,555 - [INFO] - [E:187| 1300]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 13:23:04,683 - [INFO] - [E:187| 1400]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 13:23:58,024 - [INFO] - [E:187| 1500]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 13:24:50,690 - [INFO] - [E:187| 1600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:25:43,546 - [INFO] - [E:187| 1700]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:26:36,580 - [INFO] - [E:187| 1800]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:27:29,685 - [INFO] - [E:187| 1900]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:27:51,947 - [INFO] - [Epoch:187]: Training Loss:0.001516 + +2023-05-12 13:27:52,078 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 13:28:11,207 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 13:28:16,711 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 13:28:35,817 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 13:28:41,157 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.44401, Head : 0.39676, Avg : 0.42039 + +2023-05-12 13:28:41,158 - [INFO] - [Epoch 187]: Training Loss: 0.0015162, Valid MRR: 0.42501, + + + +2023-05-12 13:28:41,744 - [INFO] - [E:188| 0]: Train Loss:0.001496, Val MRR:0.42501, icews14 +2023-05-12 13:29:34,453 - [INFO] - [E:188| 100]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 13:30:16,840 - [INFO] - [E:188| 200]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 13:31:09,908 - [INFO] - [E:188| 300]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:32:02,263 - [INFO] - [E:188| 400]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 13:32:54,374 - [INFO] - [E:188| 500]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:33:47,199 - [INFO] - [E:188| 600]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:34:35,106 - [INFO] - [E:188| 700]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:35:28,103 - [INFO] - [E:188| 800]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:36:20,831 - [INFO] - [E:188| 900]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:37:13,710 - [INFO] - [E:188| 1000]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:38:06,577 - [INFO] - [E:188| 1100]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:38:49,309 - [INFO] - [E:188| 1200]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:39:42,377 - [INFO] - [E:188| 1300]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:40:35,489 - [INFO] - [E:188| 1400]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:41:28,524 - [INFO] - [E:188| 1500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:42:21,448 - [INFO] - [E:188| 1600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:43:14,076 - [INFO] - [E:188| 1700]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:44:07,720 - [INFO] - [E:188| 1800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 13:45:00,806 - [INFO] - [E:188| 1900]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:45:22,614 - [INFO] - [Epoch:188]: Training Loss:0.001516 + +2023-05-12 13:45:22,777 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 13:45:41,819 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 13:45:47,337 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 13:46:05,910 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 13:46:11,220 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.44726, Head : 0.4, Avg : 0.42363 + +2023-05-12 13:46:11,220 - [INFO] - [Epoch 188]: Training Loss: 0.0015161, Valid MRR: 0.42501, + + + +2023-05-12 13:46:11,892 - [INFO] - [E:189| 0]: Train Loss:0.0015201, Val MRR:0.42501, icews14 +2023-05-12 13:46:54,898 - [INFO] - [E:189| 100]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 13:47:47,343 - [INFO] - [E:189| 200]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 13:48:40,356 - [INFO] - [E:189| 300]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 13:49:33,209 - [INFO] - [E:189| 400]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 13:50:26,199 - [INFO] - [E:189| 500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:51:19,302 - [INFO] - [E:189| 600]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 13:52:12,280 - [INFO] - [E:189| 700]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:53:05,237 - [INFO] - [E:189| 800]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:53:58,003 - [INFO] - [E:189| 900]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:54:50,777 - [INFO] - [E:189| 1000]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:55:33,161 - [INFO] - [E:189| 1100]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:56:26,158 - [INFO] - [E:189| 1200]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:57:19,229 - [INFO] - [E:189| 1300]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:58:12,411 - [INFO] - [E:189| 1400]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:59:05,386 - [INFO] - [E:189| 1500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:59:58,428 - [INFO] - [E:189| 1600]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 14:00:51,597 - [INFO] - [E:189| 1700]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 14:01:44,000 - [INFO] - [E:189| 1800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:02:36,939 - [INFO] - [E:189| 1900]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:02:58,755 - [INFO] - [Epoch:189]: Training Loss:0.001516 + +2023-05-12 14:02:59,028 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 14:03:16,903 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 14:03:20,032 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 14:03:30,892 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 14:03:33,906 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.44917, Head : 0.39951, Avg : 0.42434 + MR: Tail : 659.93, Head : 766.2, Avg : 713.06 + Hit-1: Tail : 0.36194, Head : 0.31278, Avg : 0.33736 + Hit-3: Tail : 0.49945, Head : 0.44119, Avg : 0.47032 + Hit-10: Tail : 0.60675, Head : 0.56536, Avg : 0.58605 +2023-05-12 14:03:33,906 - [INFO] - [Epoch 189]: Training Loss: 0.0015158, Valid MRR: 0.42501, + + + +2023-05-12 14:03:34,270 - [INFO] - [E:190| 0]: Train Loss:0.0015331, Val MRR:0.42501, icews14 +2023-05-12 14:04:27,355 - [INFO] - [E:190| 100]: Train Loss:0.0015139, Val MRR:0.42501, icews14 +2023-05-12 14:05:20,184 - [INFO] - [E:190| 200]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 14:06:12,795 - [INFO] - [E:190| 300]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 14:07:05,396 - [INFO] - [E:190| 400]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 14:07:58,488 - [INFO] - [E:190| 500]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:08:51,761 - [INFO] - [E:190| 600]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:09:44,678 - [INFO] - [E:190| 700]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 14:10:37,689 - [INFO] - [E:190| 800]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 14:11:30,509 - [INFO] - [E:190| 900]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:12:12,613 - [INFO] - [E:190| 1000]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 14:13:05,464 - [INFO] - [E:190| 1100]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 14:13:58,311 - [INFO] - [E:190| 1200]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:14:51,122 - [INFO] - [E:190| 1300]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 14:15:44,187 - [INFO] - [E:190| 1400]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:16:37,255 - [INFO] - [E:190| 1500]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:17:30,173 - [INFO] - [E:190| 1600]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:18:23,033 - [INFO] - [E:190| 1700]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:19:16,056 - [INFO] - [E:190| 1800]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:20:02,760 - [INFO] - [E:190| 1900]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:20:16,764 - [INFO] - [Epoch:190]: Training Loss:0.001516 + +2023-05-12 14:20:16,876 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 14:20:33,658 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 14:20:39,093 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 14:20:58,426 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 14:21:03,738 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.44768, Head : 0.39765, Avg : 0.42267 + +2023-05-12 14:21:03,738 - [INFO] - [Epoch 190]: Training Loss: 0.0015158, Valid MRR: 0.42501, + + + +2023-05-12 14:21:04,146 - [INFO] - [E:191| 0]: Train Loss:0.0015099, Val MRR:0.42501, icews14 +2023-05-12 14:21:57,356 - [INFO] - [E:191| 100]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 14:22:50,225 - [INFO] - [E:191| 200]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 14:23:42,966 - [INFO] - [E:191| 300]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:24:35,853 - [INFO] - [E:191| 400]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 14:25:28,928 - [INFO] - [E:191| 500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 14:26:21,824 - [INFO] - [E:191| 600]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:27:14,733 - [INFO] - [E:191| 700]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:28:07,733 - [INFO] - [E:191| 800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:28:50,580 - [INFO] - [E:191| 900]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:29:43,164 - [INFO] - [E:191| 1000]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:30:36,229 - [INFO] - [E:191| 1100]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:31:29,235 - [INFO] - [E:191| 1200]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:32:23,140 - [INFO] - [E:191| 1300]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:33:16,268 - [INFO] - [E:191| 1400]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:34:09,400 - [INFO] - [E:191| 1500]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:35:02,398 - [INFO] - [E:191| 1600]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:35:55,465 - [INFO] - [E:191| 1700]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:36:44,537 - [INFO] - [E:191| 1800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:37:30,942 - [INFO] - [E:191| 1900]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:37:52,804 - [INFO] - [Epoch:191]: Training Loss:0.001516 + +2023-05-12 14:37:52,955 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 14:38:12,202 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 14:38:17,739 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 14:38:35,933 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 14:38:41,270 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.44739, Head : 0.39671, Avg : 0.42205 + +2023-05-12 14:38:41,271 - [INFO] - [Epoch 191]: Training Loss: 0.0015158, Valid MRR: 0.42501, + + + +2023-05-12 14:38:41,988 - [INFO] - [E:192| 0]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 14:39:34,555 - [INFO] - [E:192| 100]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 14:40:26,862 - [INFO] - [E:192| 200]: Train Loss:0.0015141, Val MRR:0.42501, icews14 +2023-05-12 14:41:19,303 - [INFO] - [E:192| 300]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 14:42:12,364 - [INFO] - [E:192| 400]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 14:43:05,446 - [INFO] - [E:192| 500]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 14:43:58,465 - [INFO] - [E:192| 600]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:44:51,602 - [INFO] - [E:192| 700]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:45:34,366 - [INFO] - [E:192| 800]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:46:27,493 - [INFO] - [E:192| 900]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 14:47:20,610 - [INFO] - [E:192| 1000]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 14:48:13,660 - [INFO] - [E:192| 1100]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:49:06,595 - [INFO] - [E:192| 1200]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:49:59,646 - [INFO] - [E:192| 1300]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:50:52,642 - [INFO] - [E:192| 1400]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:51:45,566 - [INFO] - [E:192| 1500]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:52:38,518 - [INFO] - [E:192| 1600]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:53:24,912 - [INFO] - [E:192| 1700]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:54:13,593 - [INFO] - [E:192| 1800]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:55:06,660 - [INFO] - [E:192| 1900]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:55:28,732 - [INFO] - [Epoch:192]: Training Loss:0.001515 + +2023-05-12 14:55:28,865 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 14:55:47,795 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 14:55:53,194 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 14:56:12,249 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 14:56:17,500 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.44775, Head : 0.39975, Avg : 0.42375 + +2023-05-12 14:56:17,501 - [INFO] - [Epoch 192]: Training Loss: 0.0015154, Valid MRR: 0.42501, + + + +2023-05-12 14:56:18,110 - [INFO] - [E:193| 0]: Train Loss:0.0015083, Val MRR:0.42501, icews14 +2023-05-12 14:57:10,517 - [INFO] - [E:193| 100]: Train Loss:0.0015132, Val MRR:0.42501, icews14 +2023-05-12 14:58:03,793 - [INFO] - [E:193| 200]: Train Loss:0.0015135, Val MRR:0.42501, icews14 +2023-05-12 14:58:56,857 - [INFO] - [E:193| 300]: Train Loss:0.0015144, Val MRR:0.42501, icews14 +2023-05-12 14:59:49,774 - [INFO] - [E:193| 400]: Train Loss:0.0015144, Val MRR:0.42501, icews14 +2023-05-12 15:00:42,493 - [INFO] - [E:193| 500]: Train Loss:0.0015141, Val MRR:0.42501, icews14 +2023-05-12 15:01:34,570 - [INFO] - [E:193| 600]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:02:18,291 - [INFO] - [E:193| 700]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:03:11,324 - [INFO] - [E:193| 800]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:04:04,424 - [INFO] - [E:193| 900]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:04:57,553 - [INFO] - [E:193| 1000]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:05:50,918 - [INFO] - [E:193| 1100]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:06:38,642 - [INFO] - [E:193| 1200]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:07:31,958 - [INFO] - [E:193| 1300]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:08:24,932 - [INFO] - [E:193| 1400]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:09:18,023 - [INFO] - [E:193| 1500]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:10:07,664 - [INFO] - [E:193| 1600]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:10:53,114 - [INFO] - [E:193| 1700]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:11:46,146 - [INFO] - [E:193| 1800]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:12:39,317 - [INFO] - [E:193| 1900]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 15:13:01,246 - [INFO] - [Epoch:193]: Training Loss:0.001515 + +2023-05-12 15:13:01,519 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 15:13:20,169 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 15:13:25,541 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 15:13:44,459 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 15:13:49,703 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.44756, Head : 0.39673, Avg : 0.42214 + +2023-05-12 15:13:49,703 - [INFO] - [Epoch 193]: Training Loss: 0.0015155, Valid MRR: 0.42501, + + + +2023-05-12 15:13:50,442 - [INFO] - [E:194| 0]: Train Loss:0.0015011, Val MRR:0.42501, icews14 +2023-05-12 15:14:42,879 - [INFO] - [E:194| 100]: Train Loss:0.0015137, Val MRR:0.42501, icews14 +2023-05-12 15:15:34,875 - [INFO] - [E:194| 200]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:16:28,090 - [INFO] - [E:194| 300]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 15:17:21,380 - [INFO] - [E:194| 400]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:18:14,423 - [INFO] - [E:194| 500]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:18:57,121 - [INFO] - [E:194| 600]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:19:50,079 - [INFO] - [E:194| 700]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:20:43,157 - [INFO] - [E:194| 800]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:21:36,286 - [INFO] - [E:194| 900]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:22:29,333 - [INFO] - [E:194| 1000]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:23:22,232 - [INFO] - [E:194| 1100]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:24:15,450 - [INFO] - [E:194| 1200]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:25:08,580 - [INFO] - [E:194| 1300]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:26:01,640 - [INFO] - [E:194| 1400]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:26:48,975 - [INFO] - [E:194| 1500]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:27:36,513 - [INFO] - [E:194| 1600]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:28:29,307 - [INFO] - [E:194| 1700]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:29:22,554 - [INFO] - [E:194| 1800]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:30:15,627 - [INFO] - [E:194| 1900]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 15:30:38,031 - [INFO] - [Epoch:194]: Training Loss:0.001515 + +2023-05-12 15:30:38,163 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 15:30:56,984 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 15:31:02,373 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 15:31:21,284 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 15:31:26,556 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.44616, Head : 0.39675, Avg : 0.42145 + +2023-05-12 15:31:26,556 - [INFO] - [Epoch 194]: Training Loss: 0.0015154, Valid MRR: 0.42501, + + + +2023-05-12 15:31:27,143 - [INFO] - [E:195| 0]: Train Loss:0.0015339, Val MRR:0.42501, icews14 +2023-05-12 15:32:20,969 - [INFO] - [E:195| 100]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:33:13,805 - [INFO] - [E:195| 200]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:34:06,348 - [INFO] - [E:195| 300]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 15:34:59,201 - [INFO] - [E:195| 400]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:35:41,607 - [INFO] - [E:195| 500]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:36:34,447 - [INFO] - [E:195| 600]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 15:37:27,719 - [INFO] - [E:195| 700]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:38:20,738 - [INFO] - [E:195| 800]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:39:13,798 - [INFO] - [E:195| 900]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:40:06,814 - [INFO] - [E:195| 1000]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 15:40:59,802 - [INFO] - [E:195| 1100]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:41:52,752 - [INFO] - [E:195| 1200]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 15:42:45,850 - [INFO] - [E:195| 1300]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:43:31,143 - [INFO] - [E:195| 1400]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:44:20,605 - [INFO] - [E:195| 1500]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:45:13,651 - [INFO] - [E:195| 1600]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:46:06,775 - [INFO] - [E:195| 1700]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:46:59,676 - [INFO] - [E:195| 1800]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:47:51,948 - [INFO] - [E:195| 1900]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:48:13,802 - [INFO] - [Epoch:195]: Training Loss:0.001515 + +2023-05-12 15:48:14,074 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 15:48:32,993 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 15:48:38,347 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 15:48:57,467 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 15:49:02,836 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.44531, Head : 0.39764, Avg : 0.42147 + +2023-05-12 15:49:02,836 - [INFO] - [Epoch 195]: Training Loss: 0.0015152, Valid MRR: 0.42501, + + + +2023-05-12 15:49:03,391 - [INFO] - [E:196| 0]: Train Loss:0.0015088, Val MRR:0.42501, icews14 +2023-05-12 15:49:56,276 - [INFO] - [E:196| 100]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 15:50:49,217 - [INFO] - [E:196| 200]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:51:38,286 - [INFO] - [E:196| 300]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 15:52:19,752 - [INFO] - [E:196| 400]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:53:12,628 - [INFO] - [E:196| 500]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:54:05,568 - [INFO] - [E:196| 600]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:54:58,616 - [INFO] - [E:196| 700]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:55:51,680 - [INFO] - [E:196| 800]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 15:56:44,993 - [INFO] - [E:196| 900]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 15:57:37,888 - [INFO] - [E:196| 1000]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 15:58:30,856 - [INFO] - [E:196| 1100]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:59:23,989 - [INFO] - [E:196| 1200]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:00:10,879 - [INFO] - [E:196| 1300]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:00:59,147 - [INFO] - [E:196| 1400]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:01:51,782 - [INFO] - [E:196| 1500]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:02:44,906 - [INFO] - [E:196| 1600]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:03:37,910 - [INFO] - [E:196| 1700]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 16:04:30,947 - [INFO] - [E:196| 1800]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:05:23,965 - [INFO] - [E:196| 1900]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:05:46,147 - [INFO] - [Epoch:196]: Training Loss:0.001515 + +2023-05-12 16:05:46,420 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 16:06:05,674 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 16:06:11,104 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 16:06:30,114 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 16:06:35,378 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.44646, Head : 0.40029, Avg : 0.42338 + +2023-05-12 16:06:35,378 - [INFO] - [Epoch 196]: Training Loss: 0.0015149, Valid MRR: 0.42501, + + + +2023-05-12 16:06:36,009 - [INFO] - [E:197| 0]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 16:07:29,070 - [INFO] - [E:197| 100]: Train Loss:0.0015142, Val MRR:0.42501, icews14 +2023-05-12 16:08:20,756 - [INFO] - [E:197| 200]: Train Loss:0.0015132, Val MRR:0.42501, icews14 +2023-05-12 16:09:03,938 - [INFO] - [E:197| 300]: Train Loss:0.0015137, Val MRR:0.42501, icews14 +2023-05-12 16:09:56,847 - [INFO] - [E:197| 400]: Train Loss:0.0015138, Val MRR:0.42501, icews14 +2023-05-12 16:10:49,445 - [INFO] - [E:197| 500]: Train Loss:0.0015135, Val MRR:0.42501, icews14 +2023-05-12 16:11:42,459 - [INFO] - [E:197| 600]: Train Loss:0.0015137, Val MRR:0.42501, icews14 +2023-05-12 16:12:35,476 - [INFO] - [E:197| 700]: Train Loss:0.0015138, Val MRR:0.42501, icews14 +2023-05-12 16:13:28,617 - [INFO] - [E:197| 800]: Train Loss:0.0015142, Val MRR:0.42501, icews14 +2023-05-12 16:14:21,716 - [INFO] - [E:197| 900]: Train Loss:0.0015144, Val MRR:0.42501, icews14 +2023-05-12 16:15:14,643 - [INFO] - [E:197| 1000]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:16:07,509 - [INFO] - [E:197| 1100]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 16:16:52,325 - [INFO] - [E:197| 1200]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:17:43,307 - [INFO] - [E:197| 1300]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:18:36,463 - [INFO] - [E:197| 1400]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:19:29,284 - [INFO] - [E:197| 1500]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:20:22,179 - [INFO] - [E:197| 1600]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:21:14,572 - [INFO] - [E:197| 1700]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:22:07,712 - [INFO] - [E:197| 1800]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:23:00,101 - [INFO] - [E:197| 1900]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:23:22,023 - [INFO] - [Epoch:197]: Training Loss:0.001515 + +2023-05-12 16:23:22,171 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 16:23:41,435 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 16:23:46,860 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 16:24:05,828 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 16:24:11,095 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.44614, Head : 0.39726, Avg : 0.4217 + +2023-05-12 16:24:11,096 - [INFO] - [Epoch 197]: Training Loss: 0.0015148, Valid MRR: 0.42501, + + + +2023-05-12 16:24:11,736 - [INFO] - [E:198| 0]: Train Loss:0.0015652, Val MRR:0.42501, icews14 +2023-05-12 16:25:00,972 - [INFO] - [E:198| 100]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 16:25:47,130 - [INFO] - [E:198| 200]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 16:26:40,330 - [INFO] - [E:198| 300]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:27:33,362 - [INFO] - [E:198| 400]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:28:26,257 - [INFO] - [E:198| 500]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 16:29:18,775 - [INFO] - [E:198| 600]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 16:30:11,768 - [INFO] - [E:198| 700]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 16:31:04,999 - [INFO] - [E:198| 800]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 16:31:57,823 - [INFO] - [E:198| 900]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:32:50,781 - [INFO] - [E:198| 1000]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:33:33,303 - [INFO] - [E:198| 1100]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 16:34:26,545 - [INFO] - [E:198| 1200]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:35:19,874 - [INFO] - [E:198| 1300]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:36:13,091 - [INFO] - [E:198| 1400]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:37:06,222 - [INFO] - [E:198| 1500]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:37:59,190 - [INFO] - [E:198| 1600]: Train Loss:0.0015144, Val MRR:0.42501, icews14 +2023-05-12 16:38:46,963 - [INFO] - [E:198| 1700]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:39:39,971 - [INFO] - [E:198| 1800]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 16:40:32,831 - [INFO] - [E:198| 1900]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:40:55,116 - [INFO] - [Epoch:198]: Training Loss:0.001515 + +2023-05-12 16:40:55,249 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 16:41:14,174 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 16:41:19,656 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 16:41:38,844 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 16:41:42,514 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.45093, Head : 0.40192, Avg : 0.42643 + +2023-05-12 16:41:43,920 - [INFO] - [Epoch 198]: Training Loss: 0.0015147, Valid MRR: 0.42643, + + + +2023-05-12 16:41:44,278 - [INFO] - [E:199| 0]: Train Loss:0.0015013, Val MRR:0.42643, icews14 +2023-05-12 16:42:28,835 - [INFO] - [E:199| 100]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 16:43:21,694 - [INFO] - [E:199| 200]: Train Loss:0.0015157, Val MRR:0.42643, icews14 +2023-05-12 16:44:14,667 - [INFO] - [E:199| 300]: Train Loss:0.0015146, Val MRR:0.42643, icews14 +2023-05-12 16:45:07,737 - [INFO] - [E:199| 400]: Train Loss:0.0015147, Val MRR:0.42643, icews14 +2023-05-12 16:46:00,723 - [INFO] - [E:199| 500]: Train Loss:0.0015154, Val MRR:0.42643, icews14 +2023-05-12 16:46:53,675 - [INFO] - [E:199| 600]: Train Loss:0.0015154, Val MRR:0.42643, icews14 +2023-05-12 16:47:46,243 - [INFO] - [E:199| 700]: Train Loss:0.0015152, Val MRR:0.42643, icews14 +2023-05-12 16:48:39,482 - [INFO] - [E:199| 800]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 16:49:32,410 - [INFO] - [E:199| 900]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 16:50:16,226 - [INFO] - [E:199| 1000]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 16:51:07,798 - [INFO] - [E:199| 1100]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:52:00,695 - [INFO] - [E:199| 1200]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:52:53,234 - [INFO] - [E:199| 1300]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:53:46,801 - [INFO] - [E:199| 1400]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:54:39,915 - [INFO] - [E:199| 1500]: Train Loss:0.0015147, Val MRR:0.42643, icews14 +2023-05-12 16:55:32,553 - [INFO] - [E:199| 1600]: Train Loss:0.0015147, Val MRR:0.42643, icews14 +2023-05-12 16:56:24,942 - [INFO] - [E:199| 1700]: Train Loss:0.0015146, Val MRR:0.42643, icews14 +2023-05-12 16:57:17,334 - [INFO] - [E:199| 1800]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:58:10,266 - [INFO] - [E:199| 1900]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:58:26,417 - [INFO] - [Epoch:199]: Training Loss:0.001514 + +2023-05-12 16:58:26,533 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 16:58:38,948 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 16:58:44,423 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 16:59:03,501 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 16:59:08,770 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.4473, Head : 0.39931, Avg : 0.42331 + MR: Tail : 669.93, Head : 779.57, Avg : 724.75 + Hit-1: Tail : 0.36194, Head : 0.31375, Avg : 0.33784 + Hit-3: Tail : 0.4912, Head : 0.43767, Avg : 0.46444 + Hit-10: Tail : 0.60942, Head : 0.56718, Avg : 0.5883 +2023-05-12 16:59:08,770 - [INFO] - [Epoch 199]: Training Loss: 0.0015145, Valid MRR: 0.42643, + + + +2023-05-12 16:59:09,177 - [INFO] - [E:200| 0]: Train Loss:0.0015036, Val MRR:0.42643, icews14 +2023-05-12 17:00:02,669 - [INFO] - [E:200| 100]: Train Loss:0.0015155, Val MRR:0.42643, icews14 +2023-05-12 17:00:55,779 - [INFO] - [E:200| 200]: Train Loss:0.0015154, Val MRR:0.42643, icews14 +2023-05-12 17:01:49,145 - [INFO] - [E:200| 300]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 17:02:42,080 - [INFO] - [E:200| 400]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:03:35,091 - [INFO] - [E:200| 500]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:04:28,079 - [INFO] - [E:200| 600]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:05:21,210 - [INFO] - [E:200| 700]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:06:14,265 - [INFO] - [E:200| 800]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:06:56,707 - [INFO] - [E:200| 900]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 17:07:50,177 - [INFO] - [E:200| 1000]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 17:08:43,158 - [INFO] - [E:200| 1100]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:09:36,034 - [INFO] - [E:200| 1200]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:10:28,596 - [INFO] - [E:200| 1300]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 17:11:21,527 - [INFO] - [E:200| 1400]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:12:14,454 - [INFO] - [E:200| 1500]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:13:07,521 - [INFO] - [E:200| 1600]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:14:00,264 - [INFO] - [E:200| 1700]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:14:53,123 - [INFO] - [E:200| 1800]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:15:35,636 - [INFO] - [E:200| 1900]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:15:57,897 - [INFO] - [Epoch:200]: Training Loss:0.001515 + +2023-05-12 17:15:58,030 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 17:16:16,966 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 17:16:22,351 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 17:16:41,658 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 17:16:46,952 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.44672, Head : 0.4028, Avg : 0.42476 + +2023-05-12 17:16:46,952 - [INFO] - [Epoch 200]: Training Loss: 0.0015146, Valid MRR: 0.42643, + + + +2023-05-12 17:16:47,459 - [INFO] - [E:201| 0]: Train Loss:0.0015099, Val MRR:0.42643, icews14 +2023-05-12 17:17:40,784 - [INFO] - [E:201| 100]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:18:33,815 - [INFO] - [E:201| 200]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 17:19:27,097 - [INFO] - [E:201| 300]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:20:20,265 - [INFO] - [E:201| 400]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 17:21:13,487 - [INFO] - [E:201| 500]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:22:06,545 - [INFO] - [E:201| 600]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:22:59,518 - [INFO] - [E:201| 700]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:23:42,213 - [INFO] - [E:201| 800]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:24:30,005 - [INFO] - [E:201| 900]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 17:25:23,031 - [INFO] - [E:201| 1000]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:26:16,082 - [INFO] - [E:201| 1100]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 17:27:08,660 - [INFO] - [E:201| 1200]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 17:28:01,456 - [INFO] - [E:201| 1300]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:28:54,307 - [INFO] - [E:201| 1400]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:29:47,047 - [INFO] - [E:201| 1500]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:30:39,831 - [INFO] - [E:201| 1600]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:31:32,483 - [INFO] - [E:201| 1700]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:32:15,319 - [INFO] - [E:201| 1800]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:33:08,230 - [INFO] - [E:201| 1900]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:33:30,028 - [INFO] - [Epoch:201]: Training Loss:0.001514 + +2023-05-12 17:33:30,143 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 17:33:48,906 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 17:33:54,417 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 17:34:13,577 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 17:34:18,852 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.44329, Head : 0.39583, Avg : 0.41956 + +2023-05-12 17:34:18,852 - [INFO] - [Epoch 201]: Training Loss: 0.0015144, Valid MRR: 0.42643, + + + +2023-05-12 17:34:19,600 - [INFO] - [E:202| 0]: Train Loss:0.0014955, Val MRR:0.42643, icews14 +2023-05-12 17:35:12,717 - [INFO] - [E:202| 100]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:36:05,424 - [INFO] - [E:202| 200]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 17:36:58,719 - [INFO] - [E:202| 300]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 17:37:51,588 - [INFO] - [E:202| 400]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 17:38:44,510 - [INFO] - [E:202| 500]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:39:37,578 - [INFO] - [E:202| 600]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 17:40:19,156 - [INFO] - [E:202| 700]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 17:41:11,936 - [INFO] - [E:202| 800]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:42:04,956 - [INFO] - [E:202| 900]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:42:57,842 - [INFO] - [E:202| 1000]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:43:50,449 - [INFO] - [E:202| 1100]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:44:43,093 - [INFO] - [E:202| 1200]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:45:36,177 - [INFO] - [E:202| 1300]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:46:28,982 - [INFO] - [E:202| 1400]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:47:22,005 - [INFO] - [E:202| 1500]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:48:14,885 - [INFO] - [E:202| 1600]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:48:57,392 - [INFO] - [E:202| 1700]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:49:50,406 - [INFO] - [E:202| 1800]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:50:43,495 - [INFO] - [E:202| 1900]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:51:05,301 - [INFO] - [Epoch:202]: Training Loss:0.001514 + +2023-05-12 17:51:05,457 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 17:51:24,552 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 17:51:30,085 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 17:51:48,586 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 17:51:53,870 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.44599, Head : 0.3964, Avg : 0.4212 + +2023-05-12 17:51:53,870 - [INFO] - [Epoch 202]: Training Loss: 0.0015144, Valid MRR: 0.42643, + + + +2023-05-12 17:51:54,473 - [INFO] - [E:203| 0]: Train Loss:0.0015077, Val MRR:0.42643, icews14 +2023-05-12 17:52:47,500 - [INFO] - [E:203| 100]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 17:53:40,777 - [INFO] - [E:203| 200]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 17:54:33,755 - [INFO] - [E:203| 300]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 17:55:26,594 - [INFO] - [E:203| 400]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 17:56:19,678 - [INFO] - [E:203| 500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 17:57:02,168 - [INFO] - [E:203| 600]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 17:57:55,236 - [INFO] - [E:203| 700]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 17:58:48,209 - [INFO] - [E:203| 800]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 17:59:41,711 - [INFO] - [E:203| 900]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 18:00:34,379 - [INFO] - [E:203| 1000]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 18:01:26,728 - [INFO] - [E:203| 1100]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 18:02:19,734 - [INFO] - [E:203| 1200]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:03:12,262 - [INFO] - [E:203| 1300]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:04:05,169 - [INFO] - [E:203| 1400]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:04:54,977 - [INFO] - [E:203| 1500]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:05:39,565 - [INFO] - [E:203| 1600]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:06:32,678 - [INFO] - [E:203| 1700]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:07:25,804 - [INFO] - [E:203| 1800]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:08:18,626 - [INFO] - [E:203| 1900]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 18:08:40,681 - [INFO] - [Epoch:203]: Training Loss:0.001514 + +2023-05-12 18:08:40,813 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 18:09:00,141 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 18:09:05,567 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 18:09:24,673 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 18:09:30,016 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.4499, Head : 0.40166, Avg : 0.42578 + +2023-05-12 18:09:30,017 - [INFO] - [Epoch 203]: Training Loss: 0.0015139, Valid MRR: 0.42643, + + + +2023-05-12 18:09:30,707 - [INFO] - [E:204| 0]: Train Loss:0.001499, Val MRR:0.42643, icews14 +2023-05-12 18:10:18,476 - [INFO] - [E:204| 100]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 18:11:11,503 - [INFO] - [E:204| 200]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 18:12:04,513 - [INFO] - [E:204| 300]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 18:12:57,457 - [INFO] - [E:204| 400]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 18:13:39,487 - [INFO] - [E:204| 500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 18:14:33,061 - [INFO] - [E:204| 600]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:15:25,927 - [INFO] - [E:204| 700]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 18:16:18,717 - [INFO] - [E:204| 800]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:17:12,047 - [INFO] - [E:204| 900]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 18:18:04,699 - [INFO] - [E:204| 1000]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:18:57,562 - [INFO] - [E:204| 1100]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:19:49,917 - [INFO] - [E:204| 1200]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:20:42,863 - [INFO] - [E:204| 1300]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:21:35,930 - [INFO] - [E:204| 1400]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:22:18,430 - [INFO] - [E:204| 1500]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:23:11,374 - [INFO] - [E:204| 1600]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:24:04,370 - [INFO] - [E:204| 1700]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:24:57,516 - [INFO] - [E:204| 1800]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:25:50,618 - [INFO] - [E:204| 1900]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:26:12,513 - [INFO] - [Epoch:204]: Training Loss:0.001514 + +2023-05-12 18:26:12,668 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 18:26:31,710 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 18:26:37,203 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 18:26:56,303 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 18:27:01,614 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.45056, Head : 0.40172, Avg : 0.42614 + +2023-05-12 18:27:01,614 - [INFO] - [Epoch 204]: Training Loss: 0.0015139, Valid MRR: 0.42643, + + + +2023-05-12 18:27:02,020 - [INFO] - [E:205| 0]: Train Loss:0.0015196, Val MRR:0.42643, icews14 +2023-05-12 18:27:55,354 - [INFO] - [E:205| 100]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:28:48,123 - [INFO] - [E:205| 200]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 18:29:41,135 - [INFO] - [E:205| 300]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 18:30:23,928 - [INFO] - [E:205| 400]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 18:31:17,205 - [INFO] - [E:205| 500]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 18:32:10,068 - [INFO] - [E:205| 600]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 18:33:03,044 - [INFO] - [E:205| 700]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 18:33:56,009 - [INFO] - [E:205| 800]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 18:34:48,618 - [INFO] - [E:205| 900]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 18:35:42,090 - [INFO] - [E:205| 1000]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:36:35,394 - [INFO] - [E:205| 1100]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:37:28,145 - [INFO] - [E:205| 1200]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 18:38:18,678 - [INFO] - [E:205| 1300]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:39:02,700 - [INFO] - [E:205| 1400]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:39:55,770 - [INFO] - [E:205| 1500]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:40:48,874 - [INFO] - [E:205| 1600]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:41:41,773 - [INFO] - [E:205| 1700]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:42:34,935 - [INFO] - [E:205| 1800]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:43:27,723 - [INFO] - [E:205| 1900]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:43:49,478 - [INFO] - [Epoch:205]: Training Loss:0.001514 + +2023-05-12 18:43:49,631 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 18:44:08,753 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 18:44:14,341 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 18:44:33,585 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 18:44:38,914 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.44948, Head : 0.4, Avg : 0.42474 + +2023-05-12 18:44:38,915 - [INFO] - [Epoch 205]: Training Loss: 0.0015138, Valid MRR: 0.42643, + + + +2023-05-12 18:44:39,406 - [INFO] - [E:206| 0]: Train Loss:0.0015024, Val MRR:0.42643, icews14 +2023-05-12 18:45:33,467 - [INFO] - [E:206| 100]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:46:26,443 - [INFO] - [E:206| 200]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:47:08,743 - [INFO] - [E:206| 300]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:48:01,673 - [INFO] - [E:206| 400]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:48:54,754 - [INFO] - [E:206| 500]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:49:47,702 - [INFO] - [E:206| 600]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 18:50:40,861 - [INFO] - [E:206| 700]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:51:33,712 - [INFO] - [E:206| 800]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:52:26,646 - [INFO] - [E:206| 900]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 18:53:19,655 - [INFO] - [E:206| 1000]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 18:54:12,560 - [INFO] - [E:206| 1100]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:55:00,164 - [INFO] - [E:206| 1200]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:55:48,147 - [INFO] - [E:206| 1300]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 18:56:36,102 - [INFO] - [E:206| 1400]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 18:57:28,975 - [INFO] - [E:206| 1500]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:58:21,828 - [INFO] - [E:206| 1600]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:59:14,690 - [INFO] - [E:206| 1700]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 19:00:07,921 - [INFO] - [E:206| 1800]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 19:01:00,899 - [INFO] - [E:206| 1900]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 19:01:23,146 - [INFO] - [Epoch:206]: Training Loss:0.001514 + +2023-05-12 19:01:23,418 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 19:01:42,413 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 19:01:47,852 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 19:02:07,132 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 19:02:12,430 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.44685, Head : 0.40297, Avg : 0.42491 + +2023-05-12 19:02:12,430 - [INFO] - [Epoch 206]: Training Loss: 0.0015136, Valid MRR: 0.42643, + + + +2023-05-12 19:02:13,021 - [INFO] - [E:207| 0]: Train Loss:0.0015196, Val MRR:0.42643, icews14 +2023-05-12 19:03:06,170 - [INFO] - [E:207| 100]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 19:03:48,906 - [INFO] - [E:207| 200]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 19:04:42,101 - [INFO] - [E:207| 300]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 19:05:34,592 - [INFO] - [E:207| 400]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 19:06:27,759 - [INFO] - [E:207| 500]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:07:20,954 - [INFO] - [E:207| 600]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 19:08:14,283 - [INFO] - [E:207| 700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:09:06,681 - [INFO] - [E:207| 800]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:09:59,627 - [INFO] - [E:207| 900]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 19:10:52,452 - [INFO] - [E:207| 1000]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:11:41,667 - [INFO] - [E:207| 1100]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:12:26,557 - [INFO] - [E:207| 1200]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:13:18,982 - [INFO] - [E:207| 1300]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:14:11,873 - [INFO] - [E:207| 1400]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:15:05,057 - [INFO] - [E:207| 1500]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 19:15:58,136 - [INFO] - [E:207| 1600]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 19:16:51,181 - [INFO] - [E:207| 1700]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 19:17:44,217 - [INFO] - [E:207| 1800]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 19:18:37,308 - [INFO] - [E:207| 1900]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 19:18:59,251 - [INFO] - [Epoch:207]: Training Loss:0.001514 + +2023-05-12 19:18:59,404 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 19:19:18,687 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 19:19:24,240 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 19:19:43,391 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 19:19:48,603 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.44654, Head : 0.40172, Avg : 0.42413 + +2023-05-12 19:19:48,603 - [INFO] - [Epoch 207]: Training Loss: 0.0015137, Valid MRR: 0.42643, + + + +2023-05-12 19:19:49,035 - [INFO] - [E:208| 0]: Train Loss:0.0015018, Val MRR:0.42643, icews14 +2023-05-12 19:20:32,007 - [INFO] - [E:208| 100]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 19:21:25,090 - [INFO] - [E:208| 200]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 19:22:18,261 - [INFO] - [E:208| 300]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 19:23:11,214 - [INFO] - [E:208| 400]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 19:24:04,161 - [INFO] - [E:208| 500]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 19:24:57,428 - [INFO] - [E:208| 600]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 19:25:50,153 - [INFO] - [E:208| 700]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 19:26:42,930 - [INFO] - [E:208| 800]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 19:27:35,883 - [INFO] - [E:208| 900]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:28:23,115 - [INFO] - [E:208| 1000]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:29:11,217 - [INFO] - [E:208| 1100]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:30:04,127 - [INFO] - [E:208| 1200]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:30:57,223 - [INFO] - [E:208| 1300]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:31:50,298 - [INFO] - [E:208| 1400]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:32:43,244 - [INFO] - [E:208| 1500]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 19:33:35,924 - [INFO] - [E:208| 1600]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 19:34:29,224 - [INFO] - [E:208| 1700]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:35:22,420 - [INFO] - [E:208| 1800]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:36:15,448 - [INFO] - [E:208| 1900]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 19:36:35,930 - [INFO] - [Epoch:208]: Training Loss:0.001513 + +2023-05-12 19:36:36,041 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 19:36:46,908 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 19:36:50,040 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 19:37:07,843 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 19:37:13,181 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.445, Head : 0.39591, Avg : 0.42046 + +2023-05-12 19:37:13,181 - [INFO] - [Epoch 208]: Training Loss: 0.0015134, Valid MRR: 0.42643, + + + +2023-05-12 19:37:13,685 - [INFO] - [E:209| 0]: Train Loss:0.0015151, Val MRR:0.42643, icews14 +2023-05-12 19:38:06,922 - [INFO] - [E:209| 100]: Train Loss:0.0015147, Val MRR:0.42643, icews14 +2023-05-12 19:39:00,443 - [INFO] - [E:209| 200]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 19:39:53,396 - [INFO] - [E:209| 300]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:40:46,474 - [INFO] - [E:209| 400]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:41:40,155 - [INFO] - [E:209| 500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 19:42:28,136 - [INFO] - [E:209| 600]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:43:20,452 - [INFO] - [E:209| 700]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:44:13,324 - [INFO] - [E:209| 800]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:45:04,020 - [INFO] - [E:209| 900]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:45:48,141 - [INFO] - [E:209| 1000]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:46:40,650 - [INFO] - [E:209| 1100]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:47:33,451 - [INFO] - [E:209| 1200]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:48:26,599 - [INFO] - [E:209| 1300]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:49:19,748 - [INFO] - [E:209| 1400]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:50:12,813 - [INFO] - [E:209| 1500]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:51:05,878 - [INFO] - [E:209| 1600]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:51:59,201 - [INFO] - [E:209| 1700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:52:52,297 - [INFO] - [E:209| 1800]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:53:35,488 - [INFO] - [E:209| 1900]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:53:56,901 - [INFO] - [Epoch:209]: Training Loss:0.001513 + +2023-05-12 19:53:57,055 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 19:54:16,236 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 19:54:21,732 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 19:54:40,708 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 19:54:46,015 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.44994, Head : 0.4001, Avg : 0.42502 + MR: Tail : 653.29, Head : 775.81, Avg : 714.55 + Hit-1: Tail : 0.36327, Head : 0.3129, Avg : 0.33809 + Hit-3: Tail : 0.49642, Head : 0.44229, Avg : 0.46935 + Hit-10: Tail : 0.61124, Head : 0.56754, Avg : 0.58939 +2023-05-12 19:54:46,015 - [INFO] - [Epoch 209]: Training Loss: 0.0015132, Valid MRR: 0.42643, + + + +2023-05-12 19:54:46,425 - [INFO] - [E:210| 0]: Train Loss:0.001508, Val MRR:0.42643, icews14 +2023-05-12 19:55:39,622 - [INFO] - [E:210| 100]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 19:56:32,714 - [INFO] - [E:210| 200]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 19:57:26,109 - [INFO] - [E:210| 300]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 19:58:19,390 - [INFO] - [E:210| 400]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:59:12,298 - [INFO] - [E:210| 500]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:00:04,886 - [INFO] - [E:210| 600]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:00:57,445 - [INFO] - [E:210| 700]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:01:45,812 - [INFO] - [E:210| 800]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 20:02:32,817 - [INFO] - [E:210| 900]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:03:26,015 - [INFO] - [E:210| 1000]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:04:19,148 - [INFO] - [E:210| 1100]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:05:12,021 - [INFO] - [E:210| 1200]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:06:05,070 - [INFO] - [E:210| 1300]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:06:57,908 - [INFO] - [E:210| 1400]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:07:50,758 - [INFO] - [E:210| 1500]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:08:44,031 - [INFO] - [E:210| 1600]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:09:36,866 - [INFO] - [E:210| 1700]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:10:19,623 - [INFO] - [E:210| 1800]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:11:12,507 - [INFO] - [E:210| 1900]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:11:34,778 - [INFO] - [Epoch:210]: Training Loss:0.001513 + +2023-05-12 20:11:35,050 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 20:11:53,911 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 20:11:59,429 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 20:12:18,288 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 20:12:23,527 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.4476, Head : 0.3989, Avg : 0.42325 + +2023-05-12 20:12:23,528 - [INFO] - [Epoch 210]: Training Loss: 0.0015131, Valid MRR: 0.42643, + + + +2023-05-12 20:12:24,025 - [INFO] - [E:211| 0]: Train Loss:0.0015159, Val MRR:0.42643, icews14 +2023-05-12 20:13:17,070 - [INFO] - [E:211| 100]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 20:14:10,253 - [INFO] - [E:211| 200]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:15:03,017 - [INFO] - [E:211| 300]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:15:56,048 - [INFO] - [E:211| 400]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 20:16:48,775 - [INFO] - [E:211| 500]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:17:41,714 - [INFO] - [E:211| 600]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 20:18:27,555 - [INFO] - [E:211| 700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:19:16,546 - [INFO] - [E:211| 800]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 20:20:09,254 - [INFO] - [E:211| 900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:21:01,937 - [INFO] - [E:211| 1000]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 20:21:54,934 - [INFO] - [E:211| 1100]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:22:47,878 - [INFO] - [E:211| 1200]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:23:40,735 - [INFO] - [E:211| 1300]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:24:33,623 - [INFO] - [E:211| 1400]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:25:26,653 - [INFO] - [E:211| 1500]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:26:19,682 - [INFO] - [E:211| 1600]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:27:01,955 - [INFO] - [E:211| 1700]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:27:54,487 - [INFO] - [E:211| 1800]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:28:42,549 - [INFO] - [E:211| 1900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:29:04,707 - [INFO] - [Epoch:211]: Training Loss:0.001513 + +2023-05-12 20:29:04,979 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 20:29:23,845 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 20:29:29,237 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 20:29:48,007 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 20:29:53,251 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.44294, Head : 0.39699, Avg : 0.41996 + +2023-05-12 20:29:53,252 - [INFO] - [Epoch 211]: Training Loss: 0.001513, Valid MRR: 0.42643, + + + +2023-05-12 20:29:53,749 - [INFO] - [E:212| 0]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 20:30:46,806 - [INFO] - [E:212| 100]: Train Loss:0.0015162, Val MRR:0.42643, icews14 +2023-05-12 20:31:39,838 - [INFO] - [E:212| 200]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 20:32:32,933 - [INFO] - [E:212| 300]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:33:26,315 - [INFO] - [E:212| 400]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:34:18,558 - [INFO] - [E:212| 500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:35:06,743 - [INFO] - [E:212| 600]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 20:35:53,905 - [INFO] - [E:212| 700]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:36:46,958 - [INFO] - [E:212| 800]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 20:37:39,972 - [INFO] - [E:212| 900]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:38:33,119 - [INFO] - [E:212| 1000]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 20:39:26,023 - [INFO] - [E:212| 1100]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 20:40:19,091 - [INFO] - [E:212| 1200]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 20:41:12,168 - [INFO] - [E:212| 1300]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 20:42:05,066 - [INFO] - [E:212| 1400]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 20:42:57,975 - [INFO] - [E:212| 1500]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 20:43:40,622 - [INFO] - [E:212| 1600]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:44:33,542 - [INFO] - [E:212| 1700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:45:26,538 - [INFO] - [E:212| 1800]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:46:19,518 - [INFO] - [E:212| 1900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:46:41,343 - [INFO] - [Epoch:212]: Training Loss:0.001513 + +2023-05-12 20:46:41,495 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 20:47:00,116 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 20:47:05,603 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 20:47:24,809 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 20:47:30,124 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.44316, Head : 0.39767, Avg : 0.42042 + +2023-05-12 20:47:30,124 - [INFO] - [Epoch 212]: Training Loss: 0.001513, Valid MRR: 0.42643, + + + +2023-05-12 20:47:30,874 - [INFO] - [E:213| 0]: Train Loss:0.0015013, Val MRR:0.42643, icews14 +2023-05-12 20:48:24,362 - [INFO] - [E:213| 100]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 20:49:17,598 - [INFO] - [E:213| 200]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 20:50:10,581 - [INFO] - [E:213| 300]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 20:51:02,992 - [INFO] - [E:213| 400]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:51:48,477 - [INFO] - [E:213| 500]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:52:38,815 - [INFO] - [E:213| 600]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:53:31,391 - [INFO] - [E:213| 700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:54:24,086 - [INFO] - [E:213| 800]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 20:55:16,709 - [INFO] - [E:213| 900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:56:09,477 - [INFO] - [E:213| 1000]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:57:02,537 - [INFO] - [E:213| 1100]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:57:55,550 - [INFO] - [E:213| 1200]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:58:48,511 - [INFO] - [E:213| 1300]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:59:41,459 - [INFO] - [E:213| 1400]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 21:00:23,660 - [INFO] - [E:213| 1500]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 21:01:17,363 - [INFO] - [E:213| 1600]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 21:02:10,239 - [INFO] - [E:213| 1700]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 21:03:03,245 - [INFO] - [E:213| 1800]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 21:03:56,264 - [INFO] - [E:213| 1900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 21:04:18,322 - [INFO] - [Epoch:213]: Training Loss:0.001513 + +2023-05-12 21:04:18,595 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 21:04:37,473 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 21:04:42,913 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 21:05:01,877 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 21:05:06,969 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.44844, Head : 0.39966, Avg : 0.42405 + +2023-05-12 21:05:06,969 - [INFO] - [Epoch 213]: Training Loss: 0.0015131, Valid MRR: 0.42643, + + + +2023-05-12 21:05:07,457 - [INFO] - [E:214| 0]: Train Loss:0.0015151, Val MRR:0.42643, icews14 +2023-05-12 21:06:00,570 - [INFO] - [E:214| 100]: Train Loss:0.0015099, Val MRR:0.42643, icews14 +2023-05-12 21:06:53,519 - [INFO] - [E:214| 200]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 21:07:46,407 - [INFO] - [E:214| 300]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 21:08:29,244 - [INFO] - [E:214| 400]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:09:22,289 - [INFO] - [E:214| 500]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:10:15,352 - [INFO] - [E:214| 600]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:11:08,081 - [INFO] - [E:214| 700]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:12:01,044 - [INFO] - [E:214| 800]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:12:54,147 - [INFO] - [E:214| 900]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:13:47,153 - [INFO] - [E:214| 1000]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:14:34,709 - [INFO] - [E:214| 1100]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:15:27,924 - [INFO] - [E:214| 1200]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:16:20,975 - [INFO] - [E:214| 1300]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:17:03,775 - [INFO] - [E:214| 1400]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:17:56,994 - [INFO] - [E:214| 1500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:18:49,948 - [INFO] - [E:214| 1600]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:19:42,910 - [INFO] - [E:214| 1700]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:20:35,819 - [INFO] - [E:214| 1800]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:21:28,793 - [INFO] - [E:214| 1900]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:21:50,926 - [INFO] - [Epoch:214]: Training Loss:0.001513 + +2023-05-12 21:21:51,058 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 21:22:09,980 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 21:22:15,405 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 21:22:34,497 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 21:22:39,758 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.44952, Head : 0.40102, Avg : 0.42527 + +2023-05-12 21:22:39,758 - [INFO] - [Epoch 214]: Training Loss: 0.0015128, Valid MRR: 0.42643, + + + +2023-05-12 21:22:40,344 - [INFO] - [E:215| 0]: Train Loss:0.0015026, Val MRR:0.42643, icews14 +2023-05-12 21:23:32,681 - [INFO] - [E:215| 100]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 21:24:25,670 - [INFO] - [E:215| 200]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:25:10,275 - [INFO] - [E:215| 300]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 21:26:01,604 - [INFO] - [E:215| 400]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:26:54,460 - [INFO] - [E:215| 500]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:27:47,562 - [INFO] - [E:215| 600]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:28:39,900 - [INFO] - [E:215| 700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 21:29:32,576 - [INFO] - [E:215| 800]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 21:30:25,359 - [INFO] - [E:215| 900]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:31:18,290 - [INFO] - [E:215| 1000]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:32:11,313 - [INFO] - [E:215| 1100]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:33:03,996 - [INFO] - [E:215| 1200]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:33:47,215 - [INFO] - [E:215| 1300]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:34:40,671 - [INFO] - [E:215| 1400]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:35:33,688 - [INFO] - [E:215| 1500]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:36:27,081 - [INFO] - [E:215| 1600]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:37:21,290 - [INFO] - [E:215| 1700]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:38:14,483 - [INFO] - [E:215| 1800]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:39:07,383 - [INFO] - [E:215| 1900]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:39:29,622 - [INFO] - [Epoch:215]: Training Loss:0.001513 + +2023-05-12 21:39:29,895 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 21:39:48,898 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 21:39:54,340 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 21:40:13,458 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 21:40:18,870 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.44531, Head : 0.39802, Avg : 0.42167 + +2023-05-12 21:40:18,870 - [INFO] - [Epoch 215]: Training Loss: 0.0015128, Valid MRR: 0.42643, + + + +2023-05-12 21:40:19,602 - [INFO] - [E:216| 0]: Train Loss:0.00151, Val MRR:0.42643, icews14 +2023-05-12 21:41:12,620 - [INFO] - [E:216| 100]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:41:55,573 - [INFO] - [E:216| 200]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:42:48,698 - [INFO] - [E:216| 300]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 21:43:42,393 - [INFO] - [E:216| 400]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:44:36,048 - [INFO] - [E:216| 500]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 21:45:29,028 - [INFO] - [E:216| 600]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:46:22,352 - [INFO] - [E:216| 700]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:47:15,409 - [INFO] - [E:216| 800]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:48:08,441 - [INFO] - [E:216| 900]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:49:01,410 - [INFO] - [E:216| 1000]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:49:53,593 - [INFO] - [E:216| 1100]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:50:37,439 - [INFO] - [E:216| 1200]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:51:30,796 - [INFO] - [E:216| 1300]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:52:23,593 - [INFO] - [E:216| 1400]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:53:16,774 - [INFO] - [E:216| 1500]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:54:10,082 - [INFO] - [E:216| 1600]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:55:03,445 - [INFO] - [E:216| 1700]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:55:56,595 - [INFO] - [E:216| 1800]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:56:49,574 - [INFO] - [E:216| 1900]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:57:11,475 - [INFO] - [Epoch:216]: Training Loss:0.001513 + +2023-05-12 21:57:11,627 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 21:57:30,599 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 21:57:36,003 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 21:57:54,960 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 21:58:00,245 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.44732, Head : 0.39978, Avg : 0.42355 + +2023-05-12 21:58:00,245 - [INFO] - [Epoch 216]: Training Loss: 0.0015125, Valid MRR: 0.42643, + + + +2023-05-12 21:58:00,858 - [INFO] - [E:217| 0]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 21:58:44,215 - [INFO] - [E:217| 100]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 21:59:37,630 - [INFO] - [E:217| 200]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 22:00:29,500 - [INFO] - [E:217| 300]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-12 22:01:19,345 - [INFO] - [E:217| 400]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 22:02:11,937 - [INFO] - [E:217| 500]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 22:03:04,239 - [INFO] - [E:217| 600]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 22:03:57,261 - [INFO] - [E:217| 700]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:04:50,840 - [INFO] - [E:217| 800]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:05:44,619 - [INFO] - [E:217| 900]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:06:37,557 - [INFO] - [E:217| 1000]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 22:07:21,267 - [INFO] - [E:217| 1100]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 22:08:14,450 - [INFO] - [E:217| 1200]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:09:07,772 - [INFO] - [E:217| 1300]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:10:00,828 - [INFO] - [E:217| 1400]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:10:54,453 - [INFO] - [E:217| 1500]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:11:47,805 - [INFO] - [E:217| 1600]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:12:41,035 - [INFO] - [E:217| 1700]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:13:34,880 - [INFO] - [E:217| 1800]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:14:28,001 - [INFO] - [E:217| 1900]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:14:50,083 - [INFO] - [Epoch:217]: Training Loss:0.001512 + +2023-05-12 22:14:50,214 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 22:15:05,699 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 22:15:08,822 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 22:15:20,436 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 22:15:25,670 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.44586, Head : 0.3979, Avg : 0.42188 + +2023-05-12 22:15:25,670 - [INFO] - [Epoch 217]: Training Loss: 0.0015123, Valid MRR: 0.42643, + + + +2023-05-12 22:15:26,257 - [INFO] - [E:218| 0]: Train Loss:0.0015083, Val MRR:0.42643, icews14 +2023-05-12 22:16:19,346 - [INFO] - [E:218| 100]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 22:17:13,012 - [INFO] - [E:218| 200]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 22:18:06,498 - [INFO] - [E:218| 300]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 22:18:59,608 - [INFO] - [E:218| 400]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 22:19:52,552 - [INFO] - [E:218| 500]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:20:45,534 - [INFO] - [E:218| 600]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:21:38,779 - [INFO] - [E:218| 700]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:22:31,569 - [INFO] - [E:218| 800]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 22:23:23,018 - [INFO] - [E:218| 900]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:24:07,634 - [INFO] - [E:218| 1000]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:25:00,621 - [INFO] - [E:218| 1100]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:25:53,604 - [INFO] - [E:218| 1200]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:26:46,613 - [INFO] - [E:218| 1300]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:27:39,473 - [INFO] - [E:218| 1400]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:28:32,712 - [INFO] - [E:218| 1500]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:29:26,315 - [INFO] - [E:218| 1600]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:30:19,718 - [INFO] - [E:218| 1700]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:31:12,790 - [INFO] - [E:218| 1800]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:31:56,036 - [INFO] - [E:218| 1900]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:32:17,661 - [INFO] - [Epoch:218]: Training Loss:0.001512 + +2023-05-12 22:32:17,793 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 22:32:36,440 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 22:32:41,792 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 22:33:00,789 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 22:33:05,952 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.4475, Head : 0.39917, Avg : 0.42334 + +2023-05-12 22:33:05,953 - [INFO] - [Epoch 218]: Training Loss: 0.0015123, Valid MRR: 0.42643, + + + +2023-05-12 22:33:06,538 - [INFO] - [E:219| 0]: Train Loss:0.001494, Val MRR:0.42643, icews14 +2023-05-12 22:33:59,992 - [INFO] - [E:219| 100]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 22:34:52,667 - [INFO] - [E:219| 200]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 22:35:45,273 - [INFO] - [E:219| 300]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:36:37,968 - [INFO] - [E:219| 400]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 22:37:30,548 - [INFO] - [E:219| 500]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:38:23,755 - [INFO] - [E:219| 600]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 22:39:17,155 - [INFO] - [E:219| 700]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:40:04,972 - [INFO] - [E:219| 800]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:40:53,322 - [INFO] - [E:219| 900]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:41:47,037 - [INFO] - [E:219| 1000]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:42:40,334 - [INFO] - [E:219| 1100]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:43:34,047 - [INFO] - [E:219| 1200]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:44:27,810 - [INFO] - [E:219| 1300]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:45:21,364 - [INFO] - [E:219| 1400]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 22:46:14,962 - [INFO] - [E:219| 1500]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:47:03,460 - [INFO] - [E:219| 1600]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:47:56,718 - [INFO] - [E:219| 1700]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:48:41,221 - [INFO] - [E:219| 1800]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:49:32,752 - [INFO] - [E:219| 1900]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:49:54,766 - [INFO] - [Epoch:219]: Training Loss:0.001512 + +2023-05-12 22:49:54,920 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 22:50:13,828 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 22:50:19,284 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 22:50:38,323 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 22:50:43,514 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.44457, Head : 0.39758, Avg : 0.42107 + MR: Tail : 666.72, Head : 793.15, Avg : 729.93 + Hit-1: Tail : 0.35878, Head : 0.31217, Avg : 0.33548 + Hit-3: Tail : 0.4912, Head : 0.44059, Avg : 0.46589 + Hit-10: Tail : 0.60347, Head : 0.55735, Avg : 0.58041 +2023-05-12 22:50:43,514 - [INFO] - [Epoch 219]: Training Loss: 0.0015121, Valid MRR: 0.42643, + + + +2023-05-12 22:50:44,116 - [INFO] - [E:220| 0]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 22:51:37,128 - [INFO] - [E:220| 100]: Train Loss:0.0015096, Val MRR:0.42643, icews14 +2023-05-12 22:52:30,351 - [INFO] - [E:220| 200]: Train Loss:0.0015104, Val MRR:0.42643, icews14 +2023-05-12 22:53:23,403 - [INFO] - [E:220| 300]: Train Loss:0.0015109, Val MRR:0.42643, icews14 +2023-05-12 22:54:16,224 - [INFO] - [E:220| 400]: Train Loss:0.0015106, Val MRR:0.42643, icews14 +2023-05-12 22:55:09,358 - [INFO] - [E:220| 500]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 22:56:02,373 - [INFO] - [E:220| 600]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 22:56:51,281 - [INFO] - [E:220| 700]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 22:57:38,274 - [INFO] - [E:220| 800]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 22:58:31,223 - [INFO] - [E:220| 900]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 22:59:24,005 - [INFO] - [E:220| 1000]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:00:16,887 - [INFO] - [E:220| 1100]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:01:10,098 - [INFO] - [E:220| 1200]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:02:03,216 - [INFO] - [E:220| 1300]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:02:56,146 - [INFO] - [E:220| 1400]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:03:48,874 - [INFO] - [E:220| 1500]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:04:41,809 - [INFO] - [E:220| 1600]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:05:24,604 - [INFO] - [E:220| 1700]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 23:06:17,661 - [INFO] - [E:220| 1800]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 23:07:11,122 - [INFO] - [E:220| 1900]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 23:07:33,393 - [INFO] - [Epoch:220]: Training Loss:0.001512 + +2023-05-12 23:07:33,546 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 23:07:52,476 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 23:07:57,927 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 23:08:16,914 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 23:08:22,166 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.44437, Head : 0.39794, Avg : 0.42116 + +2023-05-12 23:08:22,167 - [INFO] - [Epoch 220]: Training Loss: 0.0015121, Valid MRR: 0.42643, + + + +2023-05-12 23:08:22,912 - [INFO] - [E:221| 0]: Train Loss:0.0015338, Val MRR:0.42643, icews14 +2023-05-12 23:09:15,812 - [INFO] - [E:221| 100]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 23:10:07,920 - [INFO] - [E:221| 200]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 23:11:00,033 - [INFO] - [E:221| 300]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 23:11:52,733 - [INFO] - [E:221| 400]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:12:45,602 - [INFO] - [E:221| 500]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:13:30,848 - [INFO] - [E:221| 600]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:14:21,826 - [INFO] - [E:221| 700]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:15:15,418 - [INFO] - [E:221| 800]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:16:09,000 - [INFO] - [E:221| 900]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:17:02,673 - [INFO] - [E:221| 1000]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:17:56,013 - [INFO] - [E:221| 1100]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:18:49,913 - [INFO] - [E:221| 1200]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:19:43,052 - [INFO] - [E:221| 1300]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:20:35,965 - [INFO] - [E:221| 1400]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:21:28,784 - [INFO] - [E:221| 1500]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 23:22:11,951 - [INFO] - [E:221| 1600]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:23:04,162 - [INFO] - [E:221| 1700]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:23:56,984 - [INFO] - [E:221| 1800]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:24:50,297 - [INFO] - [E:221| 1900]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:25:11,964 - [INFO] - [Epoch:221]: Training Loss:0.001512 + +2023-05-12 23:25:12,119 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 23:25:31,003 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 23:25:36,392 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 23:25:55,382 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 23:26:00,536 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.44998, Head : 0.40272, Avg : 0.42635 + +2023-05-12 23:26:00,536 - [INFO] - [Epoch 221]: Training Loss: 0.001512, Valid MRR: 0.42643, + + + +2023-05-12 23:26:01,173 - [INFO] - [E:222| 0]: Train Loss:0.0014909, Val MRR:0.42643, icews14 +2023-05-12 23:26:54,105 - [INFO] - [E:222| 100]: Train Loss:0.0015105, Val MRR:0.42643, icews14 +2023-05-12 23:27:47,123 - [INFO] - [E:222| 200]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 23:28:40,286 - [INFO] - [E:222| 300]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:29:33,464 - [INFO] - [E:222| 400]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:30:16,501 - [INFO] - [E:222| 500]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:31:10,686 - [INFO] - [E:222| 600]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:32:04,536 - [INFO] - [E:222| 700]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 23:32:53,235 - [INFO] - [E:222| 800]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:33:46,301 - [INFO] - [E:222| 900]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 23:34:39,139 - [INFO] - [E:222| 1000]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 23:35:32,025 - [INFO] - [E:222| 1100]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:36:25,226 - [INFO] - [E:222| 1200]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:37:18,464 - [INFO] - [E:222| 1300]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:38:11,482 - [INFO] - [E:222| 1400]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:38:54,900 - [INFO] - [E:222| 1500]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:39:48,044 - [INFO] - [E:222| 1600]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:40:40,850 - [INFO] - [E:222| 1700]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 23:41:34,251 - [INFO] - [E:222| 1800]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:42:26,851 - [INFO] - [E:222| 1900]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:42:48,876 - [INFO] - [Epoch:222]: Training Loss:0.001512 + +2023-05-12 23:42:49,008 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 23:43:07,681 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 23:43:13,022 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 23:43:31,647 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 23:43:36,806 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.44875, Head : 0.40127, Avg : 0.42501 + +2023-05-12 23:43:36,807 - [INFO] - [Epoch 222]: Training Loss: 0.0015119, Valid MRR: 0.42643, + + + +2023-05-12 23:43:37,554 - [INFO] - [E:223| 0]: Train Loss:0.0015005, Val MRR:0.42643, icews14 +2023-05-12 23:44:30,143 - [INFO] - [E:223| 100]: Train Loss:0.0015103, Val MRR:0.42643, icews14 +2023-05-12 23:45:23,158 - [INFO] - [E:223| 200]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:46:16,515 - [INFO] - [E:223| 300]: Train Loss:0.0015112, Val MRR:0.42643, icews14 +2023-05-12 23:46:59,805 - [INFO] - [E:223| 400]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-12 23:47:52,685 - [INFO] - [E:223| 500]: Train Loss:0.0015112, Val MRR:0.42643, icews14 +2023-05-12 23:48:45,575 - [INFO] - [E:223| 600]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:49:38,814 - [INFO] - [E:223| 700]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 23:50:32,012 - [INFO] - [E:223| 800]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:51:24,704 - [INFO] - [E:223| 900]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:52:17,522 - [INFO] - [E:223| 1000]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:53:10,281 - [INFO] - [E:223| 1100]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:54:03,097 - [INFO] - [E:223| 1200]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:54:55,800 - [INFO] - [E:223| 1300]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:55:39,306 - [INFO] - [E:223| 1400]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:56:32,244 - [INFO] - [E:223| 1500]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:57:24,431 - [INFO] - [E:223| 1600]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:58:17,512 - [INFO] - [E:223| 1700]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:59:10,383 - [INFO] - [E:223| 1800]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:00:02,810 - [INFO] - [E:223| 1900]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:00:25,396 - [INFO] - [Epoch:223]: Training Loss:0.001512 + +2023-05-13 00:00:25,549 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 00:00:44,551 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 00:00:50,026 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 00:01:09,117 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 00:01:14,433 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.45001, Head : 0.40217, Avg : 0.42609 + +2023-05-13 00:01:14,433 - [INFO] - [Epoch 223]: Training Loss: 0.0015117, Valid MRR: 0.42643, + + + +2023-05-13 00:01:15,055 - [INFO] - [E:224| 0]: Train Loss:0.0014916, Val MRR:0.42643, icews14 +2023-05-13 00:02:08,421 - [INFO] - [E:224| 100]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:03:01,539 - [INFO] - [E:224| 200]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:03:45,073 - [INFO] - [E:224| 300]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:04:38,257 - [INFO] - [E:224| 400]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:05:31,270 - [INFO] - [E:224| 500]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:06:24,368 - [INFO] - [E:224| 600]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:07:17,462 - [INFO] - [E:224| 700]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:08:10,466 - [INFO] - [E:224| 800]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-13 00:09:03,531 - [INFO] - [E:224| 900]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:09:56,772 - [INFO] - [E:224| 1000]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-13 00:10:50,043 - [INFO] - [E:224| 1100]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-13 00:11:39,347 - [INFO] - [E:224| 1200]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-13 00:12:27,167 - [INFO] - [E:224| 1300]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:13:20,337 - [INFO] - [E:224| 1400]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:14:12,703 - [INFO] - [E:224| 1500]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:15:06,016 - [INFO] - [E:224| 1600]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:15:59,334 - [INFO] - [E:224| 1700]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:16:52,015 - [INFO] - [E:224| 1800]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:17:44,352 - [INFO] - [E:224| 1900]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-13 00:18:05,945 - [INFO] - [Epoch:224]: Training Loss:0.001512 + +2023-05-13 00:18:06,102 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 00:18:22,136 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 00:18:25,479 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 00:18:41,910 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 00:18:47,119 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.44877, Head : 0.40228, Avg : 0.42553 + +2023-05-13 00:18:47,119 - [INFO] - [Epoch 224]: Training Loss: 0.0015119, Valid MRR: 0.42643, + + + +2023-05-13 00:18:47,840 - [INFO] - [E:225| 0]: Train Loss:0.001509, Val MRR:0.42643, icews14 +2023-05-13 00:19:41,145 - [INFO] - [E:225| 100]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-13 00:20:24,237 - [INFO] - [E:225| 200]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-13 00:21:17,218 - [INFO] - [E:225| 300]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:22:10,025 - [INFO] - [E:225| 400]: Train Loss:0.0015112, Val MRR:0.42643, icews14 +2023-05-13 00:23:02,894 - [INFO] - [E:225| 500]: Train Loss:0.0015112, Val MRR:0.42643, icews14 +2023-05-13 00:23:56,024 - [INFO] - [E:225| 600]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:24:49,102 - [INFO] - [E:225| 700]: Train Loss:0.001511, Val MRR:0.42643, icews14 +2023-05-13 00:25:42,673 - [INFO] - [E:225| 800]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:26:36,106 - [INFO] - [E:225| 900]: Train Loss:0.001511, Val MRR:0.42643, icews14 +2023-05-13 00:27:29,897 - [INFO] - [E:225| 1000]: Train Loss:0.001511, Val MRR:0.42643, icews14 +2023-05-13 00:28:21,775 - [INFO] - [E:225| 1100]: Train Loss:0.001511, Val MRR:0.42643, icews14 +2023-05-13 00:29:06,049 - [INFO] - [E:225| 1200]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:29:59,029 - [INFO] - [E:225| 1300]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:30:51,611 - [INFO] - [E:225| 1400]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:31:44,718 - [INFO] - [E:225| 1500]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:32:38,123 - [INFO] - [E:225| 1600]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:33:31,741 - [INFO] - [E:225| 1700]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-13 00:34:25,522 - [INFO] - [E:225| 1800]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:35:19,389 - [INFO] - [E:225| 1900]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:35:41,808 - [INFO] - [Epoch:225]: Training Loss:0.001511 + +2023-05-13 00:35:42,081 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 00:36:00,904 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 00:36:06,332 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 00:36:24,984 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 00:36:30,216 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.45023, Head : 0.40368, Avg : 0.42695 + +2023-05-13 00:36:31,981 - [INFO] - [Epoch 225]: Training Loss: 0.0015114, Valid MRR: 0.42695, + + + +2023-05-13 00:36:32,560 - [INFO] - [E:226| 0]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 00:37:15,627 - [INFO] - [E:226| 100]: Train Loss:0.0015118, Val MRR:0.42695, icews14 +2023-05-13 00:38:08,608 - [INFO] - [E:226| 200]: Train Loss:0.0015118, Val MRR:0.42695, icews14 +2023-05-13 00:39:01,549 - [INFO] - [E:226| 300]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 00:39:54,860 - [INFO] - [E:226| 400]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 00:40:47,886 - [INFO] - [E:226| 500]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 00:41:40,719 - [INFO] - [E:226| 600]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 00:42:33,600 - [INFO] - [E:226| 700]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 00:43:26,422 - [INFO] - [E:226| 800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:44:19,238 - [INFO] - [E:226| 900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:45:06,296 - [INFO] - [E:226| 1000]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:45:55,937 - [INFO] - [E:226| 1100]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:46:48,674 - [INFO] - [E:226| 1200]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 00:47:41,322 - [INFO] - [E:226| 1300]: Train Loss:0.0015114, Val MRR:0.42695, icews14 +2023-05-13 00:48:34,114 - [INFO] - [E:226| 1400]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 00:49:27,041 - [INFO] - [E:226| 1500]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:50:19,978 - [INFO] - [E:226| 1600]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:51:12,496 - [INFO] - [E:226| 1700]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 00:52:04,883 - [INFO] - [E:226| 1800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:52:57,619 - [INFO] - [E:226| 1900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:53:16,200 - [INFO] - [Epoch:226]: Training Loss:0.001511 + +2023-05-13 00:53:16,311 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 00:53:27,140 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 00:53:32,762 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 00:53:51,505 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 00:53:56,786 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.44917, Head : 0.40222, Avg : 0.42569 + +2023-05-13 00:53:56,786 - [INFO] - [Epoch 226]: Training Loss: 0.0015113, Valid MRR: 0.42695, + + + +2023-05-13 00:53:57,276 - [INFO] - [E:227| 0]: Train Loss:0.0015266, Val MRR:0.42695, icews14 +2023-05-13 00:54:50,725 - [INFO] - [E:227| 100]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:55:43,649 - [INFO] - [E:227| 200]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 00:56:36,469 - [INFO] - [E:227| 300]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 00:57:29,784 - [INFO] - [E:227| 400]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 00:58:23,148 - [INFO] - [E:227| 500]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 00:59:16,283 - [INFO] - [E:227| 600]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:00:09,652 - [INFO] - [E:227| 700]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:01:02,867 - [INFO] - [E:227| 800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:01:46,092 - [INFO] - [E:227| 900]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:02:39,289 - [INFO] - [E:227| 1000]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:03:32,645 - [INFO] - [E:227| 1100]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:04:25,200 - [INFO] - [E:227| 1200]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 01:05:11,945 - [INFO] - [E:227| 1300]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:06:05,183 - [INFO] - [E:227| 1400]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:06:58,857 - [INFO] - [E:227| 1500]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 01:07:52,651 - [INFO] - [E:227| 1600]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:08:46,005 - [INFO] - [E:227| 1700]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:09:39,371 - [INFO] - [E:227| 1800]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:10:22,495 - [INFO] - [E:227| 1900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:10:44,719 - [INFO] - [Epoch:227]: Training Loss:0.001511 + +2023-05-13 01:10:44,974 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 01:11:03,811 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 01:11:09,203 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 01:11:28,090 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 01:11:33,376 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.44937, Head : 0.39806, Avg : 0.42371 + +2023-05-13 01:11:33,376 - [INFO] - [Epoch 227]: Training Loss: 0.0015113, Valid MRR: 0.42695, + + + +2023-05-13 01:11:33,872 - [INFO] - [E:228| 0]: Train Loss:0.0014918, Val MRR:0.42695, icews14 +2023-05-13 01:12:26,977 - [INFO] - [E:228| 100]: Train Loss:0.0015129, Val MRR:0.42695, icews14 +2023-05-13 01:13:20,028 - [INFO] - [E:228| 200]: Train Loss:0.0015127, Val MRR:0.42695, icews14 +2023-05-13 01:14:13,472 - [INFO] - [E:228| 300]: Train Loss:0.0015126, Val MRR:0.42695, icews14 +2023-05-13 01:15:07,098 - [INFO] - [E:228| 400]: Train Loss:0.0015118, Val MRR:0.42695, icews14 +2023-05-13 01:16:00,689 - [INFO] - [E:228| 500]: Train Loss:0.0015119, Val MRR:0.42695, icews14 +2023-05-13 01:16:54,377 - [INFO] - [E:228| 600]: Train Loss:0.0015114, Val MRR:0.42695, icews14 +2023-05-13 01:17:47,979 - [INFO] - [E:228| 700]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:18:33,404 - [INFO] - [E:228| 800]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:19:24,658 - [INFO] - [E:228| 900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:20:17,921 - [INFO] - [E:228| 1000]: Train Loss:0.0015114, Val MRR:0.42695, icews14 +2023-05-13 01:21:11,004 - [INFO] - [E:228| 1100]: Train Loss:0.0015117, Val MRR:0.42695, icews14 +2023-05-13 01:22:03,587 - [INFO] - [E:228| 1200]: Train Loss:0.0015116, Val MRR:0.42695, icews14 +2023-05-13 01:22:56,717 - [INFO] - [E:228| 1300]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:23:49,258 - [INFO] - [E:228| 1400]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:24:42,030 - [INFO] - [E:228| 1500]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:25:34,635 - [INFO] - [E:228| 1600]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:26:27,185 - [INFO] - [E:228| 1700]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:27:10,892 - [INFO] - [E:228| 1800]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:28:03,703 - [INFO] - [E:228| 1900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:28:25,506 - [INFO] - [Epoch:228]: Training Loss:0.001511 + +2023-05-13 01:28:25,660 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 01:28:44,446 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 01:28:49,985 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 01:29:08,963 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 01:29:14,122 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.44567, Head : 0.39678, Avg : 0.42122 + +2023-05-13 01:29:14,122 - [INFO] - [Epoch 228]: Training Loss: 0.0015112, Valid MRR: 0.42695, + + + +2023-05-13 01:29:14,660 - [INFO] - [E:229| 0]: Train Loss:0.0014933, Val MRR:0.42695, icews14 +2023-05-13 01:30:07,860 - [INFO] - [E:229| 100]: Train Loss:0.0015126, Val MRR:0.42695, icews14 +2023-05-13 01:31:01,009 - [INFO] - [E:229| 200]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 01:31:53,999 - [INFO] - [E:229| 300]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 01:32:46,642 - [INFO] - [E:229| 400]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 01:33:39,914 - [INFO] - [E:229| 500]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 01:34:33,213 - [INFO] - [E:229| 600]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:35:16,441 - [INFO] - [E:229| 700]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:36:09,426 - [INFO] - [E:229| 800]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:37:02,311 - [INFO] - [E:229| 900]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:37:55,095 - [INFO] - [E:229| 1000]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:38:47,468 - [INFO] - [E:229| 1100]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:39:40,291 - [INFO] - [E:229| 1200]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:40:33,180 - [INFO] - [E:229| 1300]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:41:26,032 - [INFO] - [E:229| 1400]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:42:18,923 - [INFO] - [E:229| 1500]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:43:10,997 - [INFO] - [E:229| 1600]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:43:55,806 - [INFO] - [E:229| 1700]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:44:48,827 - [INFO] - [E:229| 1800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:45:41,757 - [INFO] - [E:229| 1900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:46:03,899 - [INFO] - [Epoch:229]: Training Loss:0.001511 + +2023-05-13 01:46:04,031 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 01:46:22,776 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 01:46:28,214 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 01:46:47,192 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 01:46:52,345 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.45004, Head : 0.40265, Avg : 0.42634 + MR: Tail : 671.97, Head : 791.44, Avg : 731.7 + Hit-1: Tail : 0.364, Head : 0.31921, Avg : 0.34161 + Hit-3: Tail : 0.49666, Head : 0.44484, Avg : 0.47075 + Hit-10: Tail : 0.60954, Head : 0.56111, Avg : 0.58533 +2023-05-13 01:46:52,345 - [INFO] - [Epoch 229]: Training Loss: 0.0015112, Valid MRR: 0.42695, + + + +2023-05-13 01:46:52,850 - [INFO] - [E:230| 0]: Train Loss:0.0015033, Val MRR:0.42695, icews14 +2023-05-13 01:47:46,299 - [INFO] - [E:230| 100]: Train Loss:0.0015119, Val MRR:0.42695, icews14 +2023-05-13 01:48:39,633 - [INFO] - [E:230| 200]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:49:32,845 - [INFO] - [E:230| 300]: Train Loss:0.0015118, Val MRR:0.42695, icews14 +2023-05-13 01:50:25,016 - [INFO] - [E:230| 400]: Train Loss:0.0015116, Val MRR:0.42695, icews14 +2023-05-13 01:51:13,199 - [INFO] - [E:230| 500]: Train Loss:0.0015114, Val MRR:0.42695, icews14 +2023-05-13 01:51:56,453 - [INFO] - [E:230| 600]: Train Loss:0.0015116, Val MRR:0.42695, icews14 +2023-05-13 01:52:50,336 - [INFO] - [E:230| 700]: Train Loss:0.0015115, Val MRR:0.42695, icews14 +2023-05-13 01:53:44,109 - [INFO] - [E:230| 800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:54:37,179 - [INFO] - [E:230| 900]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:55:29,730 - [INFO] - [E:230| 1000]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:56:22,414 - [INFO] - [E:230| 1100]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 01:57:15,236 - [INFO] - [E:230| 1200]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 01:58:08,809 - [INFO] - [E:230| 1300]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 01:59:01,624 - [INFO] - [E:230| 1400]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 01:59:53,926 - [INFO] - [E:230| 1500]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 02:00:36,769 - [INFO] - [E:230| 1600]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 02:01:30,725 - [INFO] - [E:230| 1700]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 02:02:24,458 - [INFO] - [E:230| 1800]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 02:03:17,729 - [INFO] - [E:230| 1900]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 02:03:39,801 - [INFO] - [Epoch:230]: Training Loss:0.001511 + +2023-05-13 02:03:39,960 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 02:03:58,676 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 02:04:04,121 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 02:04:22,999 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 02:04:28,252 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.4456, Head : 0.39424, Avg : 0.41992 + +2023-05-13 02:04:28,252 - [INFO] - [Epoch 230]: Training Loss: 0.0015111, Valid MRR: 0.42695, + + + +2023-05-13 02:04:28,757 - [INFO] - [E:231| 0]: Train Loss:0.001505, Val MRR:0.42695, icews14 +2023-05-13 02:05:22,221 - [INFO] - [E:231| 100]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 02:06:15,005 - [INFO] - [E:231| 200]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 02:07:07,881 - [INFO] - [E:231| 300]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:08:00,861 - [INFO] - [E:231| 400]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 02:08:44,008 - [INFO] - [E:231| 500]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 02:09:37,666 - [INFO] - [E:231| 600]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:10:31,851 - [INFO] - [E:231| 700]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:11:25,910 - [INFO] - [E:231| 800]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:12:19,170 - [INFO] - [E:231| 900]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:13:12,210 - [INFO] - [E:231| 1000]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 02:14:05,338 - [INFO] - [E:231| 1100]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:14:58,203 - [INFO] - [E:231| 1200]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:15:51,293 - [INFO] - [E:231| 1300]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:16:41,183 - [INFO] - [E:231| 1400]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:17:28,255 - [INFO] - [E:231| 1500]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:18:21,260 - [INFO] - [E:231| 1600]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 02:19:14,449 - [INFO] - [E:231| 1700]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:20:07,815 - [INFO] - [E:231| 1800]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 02:21:00,868 - [INFO] - [E:231| 1900]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 02:21:22,979 - [INFO] - [Epoch:231]: Training Loss:0.001511 + +2023-05-13 02:21:23,120 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 02:21:42,113 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 02:21:47,597 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 02:22:06,343 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 02:22:11,586 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.44471, Head : 0.39935, Avg : 0.42203 + +2023-05-13 02:22:11,586 - [INFO] - [Epoch 231]: Training Loss: 0.001511, Valid MRR: 0.42695, + + + +2023-05-13 02:22:11,990 - [INFO] - [E:232| 0]: Train Loss:0.0015265, Val MRR:0.42695, icews14 +2023-05-13 02:23:05,345 - [INFO] - [E:232| 100]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:23:58,623 - [INFO] - [E:232| 200]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 02:24:52,043 - [INFO] - [E:232| 300]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:25:35,668 - [INFO] - [E:232| 400]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:26:29,139 - [INFO] - [E:232| 500]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:27:22,261 - [INFO] - [E:232| 600]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:28:14,686 - [INFO] - [E:232| 700]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 02:29:07,817 - [INFO] - [E:232| 800]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:30:00,637 - [INFO] - [E:232| 900]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:30:54,146 - [INFO] - [E:232| 1000]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:31:47,071 - [INFO] - [E:232| 1100]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:32:39,730 - [INFO] - [E:232| 1200]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:33:25,435 - [INFO] - [E:232| 1300]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:34:15,564 - [INFO] - [E:232| 1400]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:35:08,406 - [INFO] - [E:232| 1500]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:36:01,280 - [INFO] - [E:232| 1600]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:36:49,624 - [INFO] - [E:232| 1700]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:37:43,115 - [INFO] - [E:232| 1800]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:38:36,278 - [INFO] - [E:232| 1900]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:38:58,636 - [INFO] - [Epoch:232]: Training Loss:0.001511 + +2023-05-13 02:38:58,909 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 02:39:17,735 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 02:39:23,138 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 02:39:41,962 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 02:39:47,215 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.44536, Head : 0.39967, Avg : 0.42252 + +2023-05-13 02:39:47,216 - [INFO] - [Epoch 232]: Training Loss: 0.0015108, Valid MRR: 0.42695, + + + +2023-05-13 02:39:47,695 - [INFO] - [E:233| 0]: Train Loss:0.0015048, Val MRR:0.42695, icews14 +2023-05-13 02:40:41,261 - [INFO] - [E:233| 100]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 02:41:34,309 - [INFO] - [E:233| 200]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 02:42:17,739 - [INFO] - [E:233| 300]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:43:10,898 - [INFO] - [E:233| 400]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 02:44:04,259 - [INFO] - [E:233| 500]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 02:44:57,657 - [INFO] - [E:233| 600]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 02:45:50,515 - [INFO] - [E:233| 700]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 02:46:42,923 - [INFO] - [E:233| 800]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 02:47:35,963 - [INFO] - [E:233| 900]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 02:48:29,496 - [INFO] - [E:233| 1000]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 02:49:22,845 - [INFO] - [E:233| 1100]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:50:08,963 - [INFO] - [E:233| 1200]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:50:58,407 - [INFO] - [E:233| 1300]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:51:51,267 - [INFO] - [E:233| 1400]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:52:44,568 - [INFO] - [E:233| 1500]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:53:38,041 - [INFO] - [E:233| 1600]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:54:31,907 - [INFO] - [E:233| 1700]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:55:25,283 - [INFO] - [E:233| 1800]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:56:18,599 - [INFO] - [E:233| 1900]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:56:40,558 - [INFO] - [Epoch:233]: Training Loss:0.00151 + +2023-05-13 02:56:40,711 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 02:56:59,522 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 02:57:04,957 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 02:57:23,973 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 02:57:29,154 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.45064, Head : 0.4029, Avg : 0.42677 + +2023-05-13 02:57:29,154 - [INFO] - [Epoch 233]: Training Loss: 0.0015105, Valid MRR: 0.42695, + + + +2023-05-13 02:57:29,759 - [INFO] - [E:234| 0]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 02:58:20,930 - [INFO] - [E:234| 100]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:59:05,845 - [INFO] - [E:234| 200]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:59:59,952 - [INFO] - [E:234| 300]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:00:54,118 - [INFO] - [E:234| 400]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:01:48,192 - [INFO] - [E:234| 500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 03:02:42,032 - [INFO] - [E:234| 600]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:03:35,033 - [INFO] - [E:234| 700]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:04:28,398 - [INFO] - [E:234| 800]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:05:21,305 - [INFO] - [E:234| 900]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 03:06:14,469 - [INFO] - [E:234| 1000]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:06:57,472 - [INFO] - [E:234| 1100]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:07:49,842 - [INFO] - [E:234| 1200]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:08:42,553 - [INFO] - [E:234| 1300]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:09:35,812 - [INFO] - [E:234| 1400]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:10:29,668 - [INFO] - [E:234| 1500]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:11:23,448 - [INFO] - [E:234| 1600]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:12:16,712 - [INFO] - [E:234| 1700]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:13:09,811 - [INFO] - [E:234| 1800]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:14:02,812 - [INFO] - [E:234| 1900]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:14:24,643 - [INFO] - [Epoch:234]: Training Loss:0.001511 + +2023-05-13 03:14:24,798 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 03:14:43,824 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 03:14:49,369 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 03:15:04,138 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 03:15:07,155 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.44611, Head : 0.39921, Avg : 0.42266 + +2023-05-13 03:15:07,155 - [INFO] - [Epoch 234]: Training Loss: 0.0015105, Valid MRR: 0.42695, + + + +2023-05-13 03:15:07,498 - [INFO] - [E:235| 0]: Train Loss:0.0015409, Val MRR:0.42695, icews14 +2023-05-13 03:15:56,064 - [INFO] - [E:235| 100]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 03:16:49,367 - [INFO] - [E:235| 200]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:17:42,425 - [INFO] - [E:235| 300]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:18:35,766 - [INFO] - [E:235| 400]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:19:28,737 - [INFO] - [E:235| 500]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:20:21,325 - [INFO] - [E:235| 600]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 03:21:14,427 - [INFO] - [E:235| 700]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 03:22:07,739 - [INFO] - [E:235| 800]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:22:55,636 - [INFO] - [E:235| 900]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:23:40,410 - [INFO] - [E:235| 1000]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:24:32,118 - [INFO] - [E:235| 1100]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:25:25,488 - [INFO] - [E:235| 1200]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:26:18,278 - [INFO] - [E:235| 1300]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:27:11,380 - [INFO] - [E:235| 1400]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:28:04,154 - [INFO] - [E:235| 1500]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:28:57,072 - [INFO] - [E:235| 1600]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:29:49,949 - [INFO] - [E:235| 1700]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:30:42,865 - [INFO] - [E:235| 1800]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:31:36,120 - [INFO] - [E:235| 1900]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:31:53,204 - [INFO] - [Epoch:235]: Training Loss:0.00151 + +2023-05-13 03:31:53,315 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 03:32:06,001 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 03:32:10,890 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 03:32:29,649 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 03:32:34,804 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.44762, Head : 0.40047, Avg : 0.42405 + +2023-05-13 03:32:34,804 - [INFO] - [Epoch 235]: Training Loss: 0.0015105, Valid MRR: 0.42695, + + + +2023-05-13 03:32:35,395 - [INFO] - [E:236| 0]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 03:33:28,450 - [INFO] - [E:236| 100]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 03:34:21,838 - [INFO] - [E:236| 200]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 03:35:14,916 - [INFO] - [E:236| 300]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 03:36:08,645 - [INFO] - [E:236| 400]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:37:01,215 - [INFO] - [E:236| 500]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:37:54,070 - [INFO] - [E:236| 600]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:38:47,921 - [INFO] - [E:236| 700]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:39:41,578 - [INFO] - [E:236| 800]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:40:24,298 - [INFO] - [E:236| 900]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 03:41:16,741 - [INFO] - [E:236| 1000]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:42:08,743 - [INFO] - [E:236| 1100]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 03:43:01,624 - [INFO] - [E:236| 1200]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:43:54,861 - [INFO] - [E:236| 1300]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:44:47,893 - [INFO] - [E:236| 1400]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:45:41,054 - [INFO] - [E:236| 1500]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:46:34,376 - [INFO] - [E:236| 1600]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:47:27,443 - [INFO] - [E:236| 1700]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:48:20,324 - [INFO] - [E:236| 1800]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:49:03,637 - [INFO] - [E:236| 1900]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:49:25,644 - [INFO] - [Epoch:236]: Training Loss:0.001511 + +2023-05-13 03:49:25,798 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 03:49:44,677 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 03:49:50,154 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 03:50:09,159 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 03:50:14,358 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.4503, Head : 0.40027, Avg : 0.42528 + +2023-05-13 03:50:14,358 - [INFO] - [Epoch 236]: Training Loss: 0.0015105, Valid MRR: 0.42695, + + + +2023-05-13 03:50:15,087 - [INFO] - [E:237| 0]: Train Loss:0.0015234, Val MRR:0.42695, icews14 +2023-05-13 03:51:07,768 - [INFO] - [E:237| 100]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 03:52:01,096 - [INFO] - [E:237| 200]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 03:52:54,338 - [INFO] - [E:237| 300]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 03:54:05,852 - [INFO] - [E:237| 400]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:55:06,984 - [INFO] - [E:237| 500]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:56:00,543 - [INFO] - [E:237| 600]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:56:54,144 - [INFO] - [E:237| 700]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:57:37,877 - [INFO] - [E:237| 800]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:58:31,097 - [INFO] - [E:237| 900]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 03:59:24,181 - [INFO] - [E:237| 1000]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:00:17,149 - [INFO] - [E:237| 1100]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:01:11,363 - [INFO] - [E:237| 1200]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:02:04,347 - [INFO] - [E:237| 1300]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:02:57,415 - [INFO] - [E:237| 1400]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:03:50,412 - [INFO] - [E:237| 1500]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 04:04:43,643 - [INFO] - [E:237| 1600]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 04:05:37,092 - [INFO] - [E:237| 1700]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 04:06:20,438 - [INFO] - [E:237| 1800]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 04:07:13,591 - [INFO] - [E:237| 1900]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 04:07:35,701 - [INFO] - [Epoch:237]: Training Loss:0.00151 + +2023-05-13 04:07:35,963 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 04:07:54,819 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 04:08:00,227 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 04:08:19,148 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 04:08:24,439 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.4475, Head : 0.39888, Avg : 0.42319 + +2023-05-13 04:08:24,439 - [INFO] - [Epoch 237]: Training Loss: 0.0015104, Valid MRR: 0.42695, + + + +2023-05-13 04:08:24,940 - [INFO] - [E:238| 0]: Train Loss:0.0014977, Val MRR:0.42695, icews14 +2023-05-13 04:09:18,358 - [INFO] - [E:238| 100]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 04:10:04,528 - [INFO] - [E:238| 200]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 04:10:57,316 - [INFO] - [E:238| 300]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:11:50,439 - [INFO] - [E:238| 400]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 04:12:43,858 - [INFO] - [E:238| 500]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:13:37,373 - [INFO] - [E:238| 600]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 04:14:22,368 - [INFO] - [E:238| 700]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:15:13,029 - [INFO] - [E:238| 800]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 04:16:05,430 - [INFO] - [E:238| 900]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 04:16:58,529 - [INFO] - [E:238| 1000]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:17:52,147 - [INFO] - [E:238| 1100]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:18:45,769 - [INFO] - [E:238| 1200]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:19:39,075 - [INFO] - [E:238| 1300]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:20:32,755 - [INFO] - [E:238| 1400]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:21:26,217 - [INFO] - [E:238| 1500]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:22:19,267 - [INFO] - [E:238| 1600]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:23:02,885 - [INFO] - [E:238| 1700]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:23:55,913 - [INFO] - [E:238| 1800]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:24:49,065 - [INFO] - [E:238| 1900]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:25:11,231 - [INFO] - [Epoch:238]: Training Loss:0.00151 + +2023-05-13 04:25:11,363 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 04:25:30,231 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 04:25:35,680 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 04:25:54,703 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 04:26:00,024 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.44577, Head : 0.39773, Avg : 0.42175 + +2023-05-13 04:26:00,024 - [INFO] - [Epoch 238]: Training Loss: 0.0015101, Valid MRR: 0.42695, + + + +2023-05-13 04:26:00,724 - [INFO] - [E:239| 0]: Train Loss:0.0015036, Val MRR:0.42695, icews14 +2023-05-13 04:26:54,586 - [INFO] - [E:239| 100]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:27:47,162 - [INFO] - [E:239| 200]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:28:39,779 - [INFO] - [E:239| 300]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:29:33,367 - [INFO] - [E:239| 400]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 04:30:26,798 - [INFO] - [E:239| 500]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:31:10,400 - [INFO] - [E:239| 600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:32:04,075 - [INFO] - [E:239| 700]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:32:57,712 - [INFO] - [E:239| 800]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:33:51,661 - [INFO] - [E:239| 900]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:34:45,380 - [INFO] - [E:239| 1000]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:35:39,006 - [INFO] - [E:239| 1100]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 04:36:32,962 - [INFO] - [E:239| 1200]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 04:37:26,791 - [INFO] - [E:239| 1300]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:38:19,697 - [INFO] - [E:239| 1400]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:39:11,722 - [INFO] - [E:239| 1500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:39:56,124 - [INFO] - [E:239| 1600]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:40:49,595 - [INFO] - [E:239| 1700]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:41:43,208 - [INFO] - [E:239| 1800]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:42:36,540 - [INFO] - [E:239| 1900]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:42:58,855 - [INFO] - [Epoch:239]: Training Loss:0.00151 + +2023-05-13 04:42:58,987 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 04:43:17,807 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 04:43:23,277 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 04:43:42,270 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 04:43:47,585 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.45042, Head : 0.40304, Avg : 0.42673 + MR: Tail : 676.03, Head : 785.89, Avg : 730.96 + Hit-1: Tail : 0.36728, Head : 0.31849, Avg : 0.34288 + Hit-3: Tail : 0.49229, Head : 0.44326, Avg : 0.46778 + Hit-10: Tail : 0.60663, Head : 0.56148, Avg : 0.58405 +2023-05-13 04:43:47,585 - [INFO] - [Epoch 239]: Training Loss: 0.0015099, Valid MRR: 0.42695, + + + +2023-05-13 04:43:48,303 - [INFO] - [E:240| 0]: Train Loss:0.0014977, Val MRR:0.42695, icews14 +2023-05-13 04:44:41,537 - [INFO] - [E:240| 100]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:45:35,250 - [INFO] - [E:240| 200]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 04:46:28,735 - [INFO] - [E:240| 300]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:47:22,584 - [INFO] - [E:240| 400]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:48:05,807 - [INFO] - [E:240| 500]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 04:48:57,866 - [INFO] - [E:240| 600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:49:50,236 - [INFO] - [E:240| 700]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:50:43,020 - [INFO] - [E:240| 800]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:51:36,010 - [INFO] - [E:240| 900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:52:29,108 - [INFO] - [E:240| 1000]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:53:22,244 - [INFO] - [E:240| 1100]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:54:15,827 - [INFO] - [E:240| 1200]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:55:09,136 - [INFO] - [E:240| 1300]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:55:56,207 - [INFO] - [E:240| 1400]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:56:39,819 - [INFO] - [E:240| 1500]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:57:33,512 - [INFO] - [E:240| 1600]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:58:26,732 - [INFO] - [E:240| 1700]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:59:19,698 - [INFO] - [E:240| 1800]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 05:00:12,606 - [INFO] - [E:240| 1900]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 05:00:34,770 - [INFO] - [Epoch:240]: Training Loss:0.00151 + +2023-05-13 05:00:34,903 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 05:00:53,778 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 05:00:59,253 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 05:01:18,003 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 05:01:23,182 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.44973, Head : 0.40076, Avg : 0.42524 + +2023-05-13 05:01:23,182 - [INFO] - [Epoch 240]: Training Loss: 0.00151, Valid MRR: 0.42695, + + + +2023-05-13 05:01:23,774 - [INFO] - [E:241| 0]: Train Loss:0.0014947, Val MRR:0.42695, icews14 +2023-05-13 05:02:16,432 - [INFO] - [E:241| 100]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:03:09,470 - [INFO] - [E:241| 200]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:04:02,469 - [INFO] - [E:241| 300]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 05:04:45,797 - [INFO] - [E:241| 400]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 05:05:39,211 - [INFO] - [E:241| 500]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 05:06:32,767 - [INFO] - [E:241| 600]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 05:07:26,418 - [INFO] - [E:241| 700]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 05:08:19,937 - [INFO] - [E:241| 800]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:09:13,145 - [INFO] - [E:241| 900]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:10:06,760 - [INFO] - [E:241| 1000]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:11:00,166 - [INFO] - [E:241| 1100]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:11:53,515 - [INFO] - [E:241| 1200]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:12:44,063 - [INFO] - [E:241| 1300]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 05:13:30,400 - [INFO] - [E:241| 1400]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:14:22,830 - [INFO] - [E:241| 1500]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:15:15,773 - [INFO] - [E:241| 1600]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:16:08,936 - [INFO] - [E:241| 1700]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:17:01,836 - [INFO] - [E:241| 1800]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:17:54,822 - [INFO] - [E:241| 1900]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:18:16,638 - [INFO] - [Epoch:241]: Training Loss:0.00151 + +2023-05-13 05:18:16,769 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 05:18:35,075 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 05:18:40,513 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 05:18:59,366 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 05:19:04,606 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.44848, Head : 0.39924, Avg : 0.42386 + +2023-05-13 05:19:04,606 - [INFO] - [Epoch 241]: Training Loss: 0.0015097, Valid MRR: 0.42695, + + + +2023-05-13 05:19:05,241 - [INFO] - [E:242| 0]: Train Loss:0.0015131, Val MRR:0.42695, icews14 +2023-05-13 05:19:58,647 - [INFO] - [E:242| 100]: Train Loss:0.0015056, Val MRR:0.42695, icews14 +2023-05-13 05:20:59,849 - [INFO] - [E:242| 200]: Train Loss:0.001507, Val MRR:0.42695, icews14 +2023-05-13 05:22:08,738 - [INFO] - [E:242| 300]: Train Loss:0.0015078, Val MRR:0.42695, icews14 +2023-05-13 05:23:01,401 - [INFO] - [E:242| 400]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 05:23:54,263 - [INFO] - [E:242| 500]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 05:24:47,168 - [INFO] - [E:242| 600]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:25:40,134 - [INFO] - [E:242| 700]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 05:26:33,019 - [INFO] - [E:242| 800]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:27:26,485 - [INFO] - [E:242| 900]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 05:28:19,680 - [INFO] - [E:242| 1000]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:29:12,416 - [INFO] - [E:242| 1100]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:29:55,765 - [INFO] - [E:242| 1200]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:30:48,629 - [INFO] - [E:242| 1300]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:31:41,508 - [INFO] - [E:242| 1400]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:32:35,057 - [INFO] - [E:242| 1500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:33:28,144 - [INFO] - [E:242| 1600]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:34:21,188 - [INFO] - [E:242| 1700]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:35:13,922 - [INFO] - [E:242| 1800]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 05:36:06,272 - [INFO] - [E:242| 1900]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 05:36:28,353 - [INFO] - [Epoch:242]: Training Loss:0.00151 + +2023-05-13 05:36:28,625 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 05:36:47,443 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 05:36:52,946 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 05:37:11,999 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 05:37:17,343 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.44835, Head : 0.39862, Avg : 0.42348 + +2023-05-13 05:37:17,343 - [INFO] - [Epoch 242]: Training Loss: 0.0015099, Valid MRR: 0.42695, + + + +2023-05-13 05:37:17,764 - [INFO] - [E:243| 0]: Train Loss:0.0014957, Val MRR:0.42695, icews14 +2023-05-13 05:38:06,320 - [INFO] - [E:243| 100]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 05:38:54,645 - [INFO] - [E:243| 200]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 05:39:48,196 - [INFO] - [E:243| 300]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 05:40:41,519 - [INFO] - [E:243| 400]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:41:34,583 - [INFO] - [E:243| 500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:42:20,785 - [INFO] - [E:243| 600]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:43:13,657 - [INFO] - [E:243| 700]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:44:06,483 - [INFO] - [E:243| 800]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:44:59,459 - [INFO] - [E:243| 900]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 05:45:52,527 - [INFO] - [E:243| 1000]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 05:47:08,551 - [INFO] - [E:243| 1100]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:48:01,148 - [INFO] - [E:243| 1200]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 05:48:54,258 - [INFO] - [E:243| 1300]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:49:47,235 - [INFO] - [E:243| 1400]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:50:40,339 - [INFO] - [E:243| 1500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:51:34,173 - [INFO] - [E:243| 1600]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 05:52:27,312 - [INFO] - [E:243| 1700]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:53:19,907 - [INFO] - [E:243| 1800]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:54:12,649 - [INFO] - [E:243| 1900]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:54:34,499 - [INFO] - [Epoch:243]: Training Loss:0.00151 + +2023-05-13 05:54:34,655 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 05:54:53,461 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 05:54:58,883 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 05:55:16,138 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 05:55:19,142 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.44723, Head : 0.39885, Avg : 0.42304 + +2023-05-13 05:55:19,142 - [INFO] - [Epoch 243]: Training Loss: 0.0015097, Valid MRR: 0.42695, + + + +2023-05-13 05:55:19,492 - [INFO] - [E:244| 0]: Train Loss:0.0015054, Val MRR:0.42695, icews14 +2023-05-13 05:56:05,796 - [INFO] - [E:244| 100]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 05:56:58,068 - [INFO] - [E:244| 200]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 05:57:50,142 - [INFO] - [E:244| 300]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 05:58:42,360 - [INFO] - [E:244| 400]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 05:59:35,732 - [INFO] - [E:244| 500]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 06:00:29,076 - [INFO] - [E:244| 600]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:01:22,425 - [INFO] - [E:244| 700]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 06:02:16,141 - [INFO] - [E:244| 800]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:03:10,039 - [INFO] - [E:244| 900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:03:53,334 - [INFO] - [E:244| 1000]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:04:46,541 - [INFO] - [E:244| 1100]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:05:40,072 - [INFO] - [E:244| 1200]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:06:34,056 - [INFO] - [E:244| 1300]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:07:27,588 - [INFO] - [E:244| 1400]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:08:21,425 - [INFO] - [E:244| 1500]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:09:14,987 - [INFO] - [E:244| 1600]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:10:07,574 - [INFO] - [E:244| 1700]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:11:00,749 - [INFO] - [E:244| 1800]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:11:54,525 - [INFO] - [E:244| 1900]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:12:08,516 - [INFO] - [Epoch:244]: Training Loss:0.001509 + +2023-05-13 06:12:08,628 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 06:12:25,723 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 06:12:31,286 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 06:12:50,228 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 06:12:55,390 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.44777, Head : 0.39683, Avg : 0.4223 + +2023-05-13 06:12:55,390 - [INFO] - [Epoch 244]: Training Loss: 0.0015095, Valid MRR: 0.42695, + + + +2023-05-13 06:12:56,121 - [INFO] - [E:245| 0]: Train Loss:0.0015146, Val MRR:0.42695, icews14 +2023-05-13 06:13:49,342 - [INFO] - [E:245| 100]: Train Loss:0.0015076, Val MRR:0.42695, icews14 +2023-05-13 06:14:42,512 - [INFO] - [E:245| 200]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 06:15:35,484 - [INFO] - [E:245| 300]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 06:16:28,368 - [INFO] - [E:245| 400]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 06:17:21,458 - [INFO] - [E:245| 500]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 06:18:14,823 - [INFO] - [E:245| 600]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 06:19:07,913 - [INFO] - [E:245| 700]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 06:20:00,812 - [INFO] - [E:245| 800]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 06:20:44,513 - [INFO] - [E:245| 900]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 06:21:37,751 - [INFO] - [E:245| 1000]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 06:22:30,934 - [INFO] - [E:245| 1100]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 06:23:24,647 - [INFO] - [E:245| 1200]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:24:17,898 - [INFO] - [E:245| 1300]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:25:11,020 - [INFO] - [E:245| 1400]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:26:04,003 - [INFO] - [E:245| 1500]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:26:56,786 - [INFO] - [E:245| 1600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:27:50,505 - [INFO] - [E:245| 1700]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:28:39,119 - [INFO] - [E:245| 1800]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:29:20,751 - [INFO] - [E:245| 1900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:29:42,736 - [INFO] - [Epoch:245]: Training Loss:0.001509 + +2023-05-13 06:29:42,892 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 06:30:01,568 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 06:30:06,975 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 06:30:25,741 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 06:30:30,869 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.45051, Head : 0.39999, Avg : 0.42525 + +2023-05-13 06:30:30,869 - [INFO] - [Epoch 245]: Training Loss: 0.0015093, Valid MRR: 0.42695, + + + +2023-05-13 06:30:31,307 - [INFO] - [E:246| 0]: Train Loss:0.0014971, Val MRR:0.42695, icews14 +2023-05-13 06:31:24,331 - [INFO] - [E:246| 100]: Train Loss:0.001508, Val MRR:0.42695, icews14 +2023-05-13 06:32:17,435 - [INFO] - [E:246| 200]: Train Loss:0.0015076, Val MRR:0.42695, icews14 +2023-05-13 06:33:10,255 - [INFO] - [E:246| 300]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 06:34:03,719 - [INFO] - [E:246| 400]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 06:34:57,142 - [INFO] - [E:246| 500]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:35:50,352 - [INFO] - [E:246| 600]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 06:36:43,416 - [INFO] - [E:246| 700]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:37:26,977 - [INFO] - [E:246| 800]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:38:20,528 - [INFO] - [E:246| 900]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:39:36,632 - [INFO] - [E:246| 1000]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:40:33,019 - [INFO] - [E:246| 1100]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:41:25,928 - [INFO] - [E:246| 1200]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:42:18,897 - [INFO] - [E:246| 1300]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:43:11,866 - [INFO] - [E:246| 1400]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:44:04,359 - [INFO] - [E:246| 1500]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:44:57,573 - [INFO] - [E:246| 1600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:45:50,680 - [INFO] - [E:246| 1700]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:46:33,435 - [INFO] - [E:246| 1800]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:47:26,373 - [INFO] - [E:246| 1900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:47:48,650 - [INFO] - [Epoch:246]: Training Loss:0.001509 + +2023-05-13 06:47:48,913 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 06:48:07,144 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 06:48:12,659 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 06:48:31,611 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 06:48:36,870 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.44614, Head : 0.39855, Avg : 0.42234 + +2023-05-13 06:48:36,870 - [INFO] - [Epoch 246]: Training Loss: 0.0015094, Valid MRR: 0.42695, + + + +2023-05-13 06:48:37,369 - [INFO] - [E:247| 0]: Train Loss:0.0014953, Val MRR:0.42695, icews14 +2023-05-13 06:49:30,418 - [INFO] - [E:247| 100]: Train Loss:0.0015082, Val MRR:0.42695, icews14 +2023-05-13 06:50:23,896 - [INFO] - [E:247| 200]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 06:51:17,858 - [INFO] - [E:247| 300]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 06:52:11,939 - [INFO] - [E:247| 400]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 06:53:05,853 - [INFO] - [E:247| 500]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 06:53:59,288 - [INFO] - [E:247| 600]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 06:54:41,890 - [INFO] - [E:247| 700]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 06:55:34,941 - [INFO] - [E:247| 800]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 06:56:28,002 - [INFO] - [E:247| 900]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 06:57:20,996 - [INFO] - [E:247| 1000]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 06:58:13,931 - [INFO] - [E:247| 1100]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 06:59:07,095 - [INFO] - [E:247| 1200]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:00:00,405 - [INFO] - [E:247| 1300]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:00:52,687 - [INFO] - [E:247| 1400]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:01:45,605 - [INFO] - [E:247| 1500]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 07:02:36,638 - [INFO] - [E:247| 1600]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:03:21,858 - [INFO] - [E:247| 1700]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 07:04:14,935 - [INFO] - [E:247| 1800]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 07:05:07,917 - [INFO] - [E:247| 1900]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 07:05:29,813 - [INFO] - [Epoch:247]: Training Loss:0.001509 + +2023-05-13 07:05:29,946 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 07:05:48,397 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 07:05:53,932 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 07:06:12,859 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 07:06:17,449 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.44851, Head : 0.40321, Avg : 0.42586 + +2023-05-13 07:06:17,450 - [INFO] - [Epoch 247]: Training Loss: 0.0015094, Valid MRR: 0.42695, + + + +2023-05-13 07:06:18,193 - [INFO] - [E:248| 0]: Train Loss:0.0015117, Val MRR:0.42695, icews14 +2023-05-13 07:07:11,451 - [INFO] - [E:248| 100]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 07:08:04,786 - [INFO] - [E:248| 200]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 07:08:58,179 - [INFO] - [E:248| 300]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 07:09:51,231 - [INFO] - [E:248| 400]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 07:10:44,265 - [INFO] - [E:248| 500]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 07:11:27,695 - [INFO] - [E:248| 600]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 07:12:21,185 - [INFO] - [E:248| 700]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 07:13:14,349 - [INFO] - [E:248| 800]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 07:14:07,352 - [INFO] - [E:248| 900]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 07:15:00,299 - [INFO] - [E:248| 1000]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:15:46,374 - [INFO] - [E:248| 1100]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:16:39,405 - [INFO] - [E:248| 1200]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 07:17:32,038 - [INFO] - [E:248| 1300]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:18:25,574 - [INFO] - [E:248| 1400]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:19:18,461 - [INFO] - [E:248| 1500]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:20:01,734 - [INFO] - [E:248| 1600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:20:54,963 - [INFO] - [E:248| 1700]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:21:47,855 - [INFO] - [E:248| 1800]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:22:40,786 - [INFO] - [E:248| 1900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:23:03,189 - [INFO] - [Epoch:248]: Training Loss:0.001509 + +2023-05-13 07:23:03,460 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 07:23:22,245 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 07:23:27,657 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 07:23:46,601 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 07:23:51,810 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.4458, Head : 0.39865, Avg : 0.42223 + +2023-05-13 07:23:51,810 - [INFO] - [Epoch 248]: Training Loss: 0.0015095, Valid MRR: 0.42695, + + + +2023-05-13 07:23:52,309 - [INFO] - [E:249| 0]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 07:24:45,139 - [INFO] - [E:249| 100]: Train Loss:0.001506, Val MRR:0.42695, icews14 +2023-05-13 07:25:38,369 - [INFO] - [E:249| 200]: Train Loss:0.0015076, Val MRR:0.42695, icews14 +2023-05-13 07:26:31,287 - [INFO] - [E:249| 300]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:27:24,913 - [INFO] - [E:249| 400]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 07:28:08,166 - [INFO] - [E:249| 500]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 07:29:01,554 - [INFO] - [E:249| 600]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 07:29:54,729 - [INFO] - [E:249| 700]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 07:30:47,501 - [INFO] - [E:249| 800]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 07:31:40,319 - [INFO] - [E:249| 900]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 07:32:33,350 - [INFO] - [E:249| 1000]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 07:33:26,499 - [INFO] - [E:249| 1100]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 07:34:18,982 - [INFO] - [E:249| 1200]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:35:11,865 - [INFO] - [E:249| 1300]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 07:36:01,907 - [INFO] - [E:249| 1400]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:36:48,592 - [INFO] - [E:249| 1500]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:37:42,215 - [INFO] - [E:249| 1600]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:38:34,990 - [INFO] - [E:249| 1700]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:39:27,592 - [INFO] - [E:249| 1800]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 07:40:20,423 - [INFO] - [E:249| 1900]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 07:40:42,229 - [INFO] - [Epoch:249]: Training Loss:0.001509 + +2023-05-13 07:40:42,385 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 07:41:01,222 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 07:41:06,673 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 07:41:25,603 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 07:41:30,773 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.4488, Head : 0.40104, Avg : 0.42492 + MR: Tail : 666.41, Head : 781.72, Avg : 724.06 + Hit-1: Tail : 0.36582, Head : 0.31824, Avg : 0.34203 + Hit-3: Tail : 0.48987, Head : 0.44144, Avg : 0.46565 + Hit-10: Tail : 0.60687, Head : 0.5582, Avg : 0.58253 +2023-05-13 07:41:30,773 - [INFO] - [Epoch 249]: Training Loss: 0.0015091, Valid MRR: 0.42695, + + + +2023-05-13 07:41:31,368 - [INFO] - [E:250| 0]: Train Loss:0.0015255, Val MRR:0.42695, icews14 +2023-05-13 07:42:24,971 - [INFO] - [E:250| 100]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:43:17,690 - [INFO] - [E:250| 200]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 07:44:10,716 - [INFO] - [E:250| 300]: Train Loss:0.0015079, Val MRR:0.42695, icews14 +2023-05-13 07:44:54,338 - [INFO] - [E:250| 400]: Train Loss:0.001508, Val MRR:0.42695, icews14 +2023-05-13 07:45:47,727 - [INFO] - [E:250| 500]: Train Loss:0.0015079, Val MRR:0.42695, icews14 +2023-05-13 07:46:40,719 - [INFO] - [E:250| 600]: Train Loss:0.001508, Val MRR:0.42695, icews14 +2023-05-13 07:47:34,423 - [INFO] - [E:250| 700]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 07:48:28,057 - [INFO] - [E:250| 800]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 07:49:21,547 - [INFO] - [E:250| 900]: Train Loss:0.0015082, Val MRR:0.42695, icews14 +2023-05-13 07:50:14,965 - [INFO] - [E:250| 1000]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 07:51:08,109 - [INFO] - [E:250| 1100]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 07:52:01,044 - [INFO] - [E:250| 1200]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 07:52:46,787 - [INFO] - [E:250| 1300]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:53:37,422 - [INFO] - [E:250| 1400]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:54:30,337 - [INFO] - [E:250| 1500]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:55:23,716 - [INFO] - [E:250| 1600]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 07:56:16,898 - [INFO] - [E:250| 1700]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 07:57:10,107 - [INFO] - [E:250| 1800]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:58:03,311 - [INFO] - [E:250| 1900]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:58:25,425 - [INFO] - [Epoch:250]: Training Loss:0.001509 + +2023-05-13 07:58:25,568 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 07:58:44,485 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 07:58:49,987 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 07:59:08,919 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 07:59:14,273 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.44704, Head : 0.40011, Avg : 0.42357 + +2023-05-13 07:59:14,274 - [INFO] - [Epoch 250]: Training Loss: 0.001509, Valid MRR: 0.42695, + + + +2023-05-13 07:59:14,678 - [INFO] - [E:251| 0]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 08:00:08,473 - [INFO] - [E:251| 100]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 08:00:58,865 - [INFO] - [E:251| 200]: Train Loss:0.0015075, Val MRR:0.42695, icews14 +2023-05-13 08:01:43,335 - [INFO] - [E:251| 300]: Train Loss:0.0015082, Val MRR:0.42695, icews14 +2023-05-13 08:02:32,122 - [INFO] - [E:251| 400]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 08:03:25,403 - [INFO] - [E:251| 500]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 08:04:18,687 - [INFO] - [E:251| 600]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:05:12,179 - [INFO] - [E:251| 700]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 08:06:05,996 - [INFO] - [E:251| 800]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 08:06:59,226 - [INFO] - [E:251| 900]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 08:07:52,246 - [INFO] - [E:251| 1000]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 08:08:44,638 - [INFO] - [E:251| 1100]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 08:09:32,982 - [INFO] - [E:251| 1200]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 08:10:21,564 - [INFO] - [E:251| 1300]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:11:14,723 - [INFO] - [E:251| 1400]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:12:07,247 - [INFO] - [E:251| 1500]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:12:59,730 - [INFO] - [E:251| 1600]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:13:52,093 - [INFO] - [E:251| 1700]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:14:45,133 - [INFO] - [E:251| 1800]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:15:38,228 - [INFO] - [E:251| 1900]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 08:16:00,236 - [INFO] - [Epoch:251]: Training Loss:0.001509 + +2023-05-13 08:16:00,387 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 08:16:19,130 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 08:16:24,599 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 08:16:43,560 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 08:16:48,696 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.45239, Head : 0.40697, Avg : 0.42968 + +2023-05-13 08:16:50,793 - [INFO] - [Epoch 251]: Training Loss: 0.001509, Valid MRR: 0.42968, + + + +2023-05-13 08:16:51,499 - [INFO] - [E:252| 0]: Train Loss:0.0015191, Val MRR:0.42968, icews14 +2023-05-13 08:17:43,623 - [INFO] - [E:252| 100]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 08:18:28,321 - [INFO] - [E:252| 200]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 08:19:21,308 - [INFO] - [E:252| 300]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:20:14,241 - [INFO] - [E:252| 400]: Train Loss:0.0015092, Val MRR:0.42968, icews14 +2023-05-13 08:21:07,952 - [INFO] - [E:252| 500]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:22:01,060 - [INFO] - [E:252| 600]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:22:53,958 - [INFO] - [E:252| 700]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:23:47,042 - [INFO] - [E:252| 800]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 08:24:40,770 - [INFO] - [E:252| 900]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 08:25:33,164 - [INFO] - [E:252| 1000]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:26:16,343 - [INFO] - [E:252| 1100]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 08:27:10,200 - [INFO] - [E:252| 1200]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:28:09,623 - [INFO] - [E:252| 1300]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:29:23,140 - [INFO] - [E:252| 1400]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:30:16,661 - [INFO] - [E:252| 1500]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:31:10,139 - [INFO] - [E:252| 1600]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:32:03,384 - [INFO] - [E:252| 1700]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:32:56,875 - [INFO] - [E:252| 1800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:33:50,290 - [INFO] - [E:252| 1900]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:34:12,405 - [INFO] - [Epoch:252]: Training Loss:0.001509 + +2023-05-13 08:34:12,661 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 08:34:31,630 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 08:34:37,074 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 08:34:55,926 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 08:35:00,163 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.45104, Head : 0.40338, Avg : 0.42721 + +2023-05-13 08:35:00,163 - [INFO] - [Epoch 252]: Training Loss: 0.0015089, Valid MRR: 0.42968, + + + +2023-05-13 08:35:00,532 - [INFO] - [E:253| 0]: Train Loss:0.0015103, Val MRR:0.42968, icews14 +2023-05-13 08:35:44,622 - [INFO] - [E:253| 100]: Train Loss:0.0015104, Val MRR:0.42968, icews14 +2023-05-13 08:36:37,677 - [INFO] - [E:253| 200]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:37:30,815 - [INFO] - [E:253| 300]: Train Loss:0.0015092, Val MRR:0.42968, icews14 +2023-05-13 08:38:23,925 - [INFO] - [E:253| 400]: Train Loss:0.001509, Val MRR:0.42968, icews14 +2023-05-13 08:39:16,909 - [INFO] - [E:253| 500]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:40:10,110 - [INFO] - [E:253| 600]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:41:03,253 - [INFO] - [E:253| 700]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:41:56,238 - [INFO] - [E:253| 800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:42:48,720 - [INFO] - [E:253| 900]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:43:32,685 - [INFO] - [E:253| 1000]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:44:25,032 - [INFO] - [E:253| 1100]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:45:18,839 - [INFO] - [E:253| 1200]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:46:11,741 - [INFO] - [E:253| 1300]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:47:04,471 - [INFO] - [E:253| 1400]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:47:56,978 - [INFO] - [E:253| 1500]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:48:42,868 - [INFO] - [E:253| 1600]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:49:36,581 - [INFO] - [E:253| 1700]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:50:29,696 - [INFO] - [E:253| 1800]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:51:23,114 - [INFO] - [E:253| 1900]: Train Loss:0.0015089, Val MRR:0.42968, icews14 +2023-05-13 08:51:45,284 - [INFO] - [Epoch:253]: Training Loss:0.001509 + +2023-05-13 08:51:45,556 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 08:51:56,625 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 08:51:59,748 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 08:52:16,074 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 08:52:21,260 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.44922, Head : 0.40173, Avg : 0.42548 + +2023-05-13 08:52:21,260 - [INFO] - [Epoch 253]: Training Loss: 0.0015089, Valid MRR: 0.42968, + + + +2023-05-13 08:52:21,986 - [INFO] - [E:254| 0]: Train Loss:0.0015112, Val MRR:0.42968, icews14 +2023-05-13 08:53:15,437 - [INFO] - [E:254| 100]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:54:08,366 - [INFO] - [E:254| 200]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 08:55:01,512 - [INFO] - [E:254| 300]: Train Loss:0.0015089, Val MRR:0.42968, icews14 +2023-05-13 08:55:54,456 - [INFO] - [E:254| 400]: Train Loss:0.0015093, Val MRR:0.42968, icews14 +2023-05-13 08:56:47,395 - [INFO] - [E:254| 500]: Train Loss:0.0015091, Val MRR:0.42968, icews14 +2023-05-13 08:57:40,136 - [INFO] - [E:254| 600]: Train Loss:0.0015092, Val MRR:0.42968, icews14 +2023-05-13 08:58:33,650 - [INFO] - [E:254| 700]: Train Loss:0.001509, Val MRR:0.42968, icews14 +2023-05-13 08:59:26,372 - [INFO] - [E:254| 800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:00:14,380 - [INFO] - [E:254| 900]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:01:02,805 - [INFO] - [E:254| 1000]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:01:55,907 - [INFO] - [E:254| 1100]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:02:49,739 - [INFO] - [E:254| 1200]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:03:42,922 - [INFO] - [E:254| 1300]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:04:36,814 - [INFO] - [E:254| 1400]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:05:30,067 - [INFO] - [E:254| 1500]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:06:23,369 - [INFO] - [E:254| 1600]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:07:16,105 - [INFO] - [E:254| 1700]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:08:09,628 - [INFO] - [E:254| 1800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:08:53,117 - [INFO] - [E:254| 1900]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:09:15,439 - [INFO] - [Epoch:254]: Training Loss:0.001509 + +2023-05-13 09:09:15,572 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 09:09:34,472 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 09:09:39,869 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 09:09:58,663 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 09:10:03,920 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.44945, Head : 0.40247, Avg : 0.42596 + +2023-05-13 09:10:03,920 - [INFO] - [Epoch 254]: Training Loss: 0.0015087, Valid MRR: 0.42968, + + + +2023-05-13 09:10:04,552 - [INFO] - [E:255| 0]: Train Loss:0.0015119, Val MRR:0.42968, icews14 +2023-05-13 09:10:57,697 - [INFO] - [E:255| 100]: Train Loss:0.0015101, Val MRR:0.42968, icews14 +2023-05-13 09:11:50,569 - [INFO] - [E:255| 200]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:12:43,760 - [INFO] - [E:255| 300]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:13:36,795 - [INFO] - [E:255| 400]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 09:14:29,637 - [INFO] - [E:255| 500]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 09:15:22,590 - [INFO] - [E:255| 600]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:16:15,254 - [INFO] - [E:255| 700]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:16:59,099 - [INFO] - [E:255| 800]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:17:51,692 - [INFO] - [E:255| 900]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 09:18:44,892 - [INFO] - [E:255| 1000]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 09:19:37,816 - [INFO] - [E:255| 1100]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:20:30,597 - [INFO] - [E:255| 1200]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 09:21:23,291 - [INFO] - [E:255| 1300]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:22:15,520 - [INFO] - [E:255| 1400]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:23:27,428 - [INFO] - [E:255| 1500]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 09:24:28,066 - [INFO] - [E:255| 1600]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 09:25:21,025 - [INFO] - [E:255| 1700]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:26:03,413 - [INFO] - [E:255| 1800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:26:56,267 - [INFO] - [E:255| 1900]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:27:18,124 - [INFO] - [Epoch:255]: Training Loss:0.001509 + +2023-05-13 09:27:18,279 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 09:27:37,196 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 09:27:42,627 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 09:28:01,568 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 09:28:06,739 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.44687, Head : 0.40173, Avg : 0.4243 + +2023-05-13 09:28:06,739 - [INFO] - [Epoch 255]: Training Loss: 0.0015088, Valid MRR: 0.42968, + + + +2023-05-13 09:28:07,342 - [INFO] - [E:256| 0]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 09:29:00,970 - [INFO] - [E:256| 100]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:29:54,220 - [INFO] - [E:256| 200]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 09:30:48,040 - [INFO] - [E:256| 300]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 09:31:42,138 - [INFO] - [E:256| 400]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:32:36,056 - [INFO] - [E:256| 500]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:33:28,600 - [INFO] - [E:256| 600]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:34:12,881 - [INFO] - [E:256| 700]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:35:06,020 - [INFO] - [E:256| 800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:35:52,705 - [INFO] - [E:256| 900]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 09:36:46,080 - [INFO] - [E:256| 1000]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 09:37:39,959 - [INFO] - [E:256| 1100]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:38:33,321 - [INFO] - [E:256| 1200]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 09:39:26,840 - [INFO] - [E:256| 1300]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:40:20,483 - [INFO] - [E:256| 1400]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:41:14,016 - [INFO] - [E:256| 1500]: Train Loss:0.0015089, Val MRR:0.42968, icews14 +2023-05-13 09:42:06,959 - [INFO] - [E:256| 1600]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:42:50,513 - [INFO] - [E:256| 1700]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:43:43,669 - [INFO] - [E:256| 1800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:44:36,231 - [INFO] - [E:256| 1900]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:44:58,516 - [INFO] - [Epoch:256]: Training Loss:0.001509 + +2023-05-13 09:44:58,668 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 09:45:17,669 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 09:45:23,207 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 09:45:41,955 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 09:45:47,144 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.44783, Head : 0.40082, Avg : 0.42432 + +2023-05-13 09:45:47,144 - [INFO] - [Epoch 256]: Training Loss: 0.0015087, Valid MRR: 0.42968, + + + +2023-05-13 09:45:47,892 - [INFO] - [E:257| 0]: Train Loss:0.0014918, Val MRR:0.42968, icews14 +2023-05-13 09:46:41,099 - [INFO] - [E:257| 100]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 09:47:35,264 - [INFO] - [E:257| 200]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 09:48:29,066 - [INFO] - [E:257| 300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 09:49:22,922 - [INFO] - [E:257| 400]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 09:50:16,006 - [INFO] - [E:257| 500]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 09:51:02,242 - [INFO] - [E:257| 600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 09:51:52,098 - [INFO] - [E:257| 700]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 09:52:45,686 - [INFO] - [E:257| 800]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 09:53:39,144 - [INFO] - [E:257| 900]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 09:54:31,711 - [INFO] - [E:257| 1000]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:55:24,430 - [INFO] - [E:257| 1100]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:56:17,016 - [INFO] - [E:257| 1200]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:57:10,269 - [INFO] - [E:257| 1300]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:58:04,306 - [INFO] - [E:257| 1400]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:58:57,338 - [INFO] - [E:257| 1500]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:59:40,744 - [INFO] - [E:257| 1600]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 10:00:34,268 - [INFO] - [E:257| 1700]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 10:01:27,381 - [INFO] - [E:257| 1800]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 10:02:20,471 - [INFO] - [E:257| 1900]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 10:02:42,430 - [INFO] - [Epoch:257]: Training Loss:0.001508 + +2023-05-13 10:02:42,584 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 10:03:01,256 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 10:03:06,602 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 10:03:25,409 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 10:03:30,705 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.44416, Head : 0.40429, Avg : 0.42422 + +2023-05-13 10:03:30,705 - [INFO] - [Epoch 257]: Training Loss: 0.0015084, Valid MRR: 0.42968, + + + +2023-05-13 10:03:31,336 - [INFO] - [E:258| 0]: Train Loss:0.0014928, Val MRR:0.42968, icews14 +2023-05-13 10:04:24,414 - [INFO] - [E:258| 100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 10:05:17,358 - [INFO] - [E:258| 200]: Train Loss:0.0015056, Val MRR:0.42968, icews14 +2023-05-13 10:06:10,714 - [INFO] - [E:258| 300]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 10:07:03,382 - [INFO] - [E:258| 400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 10:07:46,529 - [INFO] - [E:258| 500]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 10:08:39,963 - [INFO] - [E:258| 600]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:09:33,212 - [INFO] - [E:258| 700]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:10:27,012 - [INFO] - [E:258| 800]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:11:20,615 - [INFO] - [E:258| 900]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:12:13,853 - [INFO] - [E:258| 1000]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:13:07,371 - [INFO] - [E:258| 1100]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:14:00,740 - [INFO] - [E:258| 1200]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 10:14:53,709 - [INFO] - [E:258| 1300]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:15:46,533 - [INFO] - [E:258| 1400]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 10:16:29,584 - [INFO] - [E:258| 1500]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:17:22,527 - [INFO] - [E:258| 1600]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 10:18:15,995 - [INFO] - [E:258| 1700]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:19:09,767 - [INFO] - [E:258| 1800]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 10:20:03,559 - [INFO] - [E:258| 1900]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 10:20:26,127 - [INFO] - [Epoch:258]: Training Loss:0.001509 + +2023-05-13 10:20:26,259 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 10:20:45,256 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 10:20:50,762 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 10:21:09,755 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 10:21:14,956 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.44652, Head : 0.39877, Avg : 0.42265 + +2023-05-13 10:21:14,956 - [INFO] - [Epoch 258]: Training Loss: 0.0015085, Valid MRR: 0.42968, + + + +2023-05-13 10:21:15,318 - [INFO] - [E:259| 0]: Train Loss:0.0014969, Val MRR:0.42968, icews14 +2023-05-13 10:22:02,030 - [INFO] - [E:259| 100]: Train Loss:0.0015092, Val MRR:0.42968, icews14 +2023-05-13 10:22:54,948 - [INFO] - [E:259| 200]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 10:23:47,871 - [INFO] - [E:259| 300]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 10:24:33,435 - [INFO] - [E:259| 400]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 10:25:23,616 - [INFO] - [E:259| 500]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 10:26:16,353 - [INFO] - [E:259| 600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:27:09,281 - [INFO] - [E:259| 700]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:28:02,179 - [INFO] - [E:259| 800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:28:54,879 - [INFO] - [E:259| 900]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 10:29:47,265 - [INFO] - [E:259| 1000]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:30:39,778 - [INFO] - [E:259| 1100]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:31:33,210 - [INFO] - [E:259| 1200]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:32:26,001 - [INFO] - [E:259| 1300]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:33:09,123 - [INFO] - [E:259| 1400]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:34:02,804 - [INFO] - [E:259| 1500]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:34:55,952 - [INFO] - [E:259| 1600]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:35:49,326 - [INFO] - [E:259| 1700]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:36:42,710 - [INFO] - [E:259| 1800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:37:36,513 - [INFO] - [E:259| 1900]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 10:37:58,842 - [INFO] - [Epoch:259]: Training Loss:0.001508 + +2023-05-13 10:37:58,975 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 10:38:17,781 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 10:38:23,203 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 10:38:42,072 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 10:38:47,385 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.44781, Head : 0.40375, Avg : 0.42578 + MR: Tail : 649.94, Head : 773.29, Avg : 711.61 + Hit-1: Tail : 0.364, Head : 0.32043, Avg : 0.34221 + Hit-3: Tail : 0.49302, Head : 0.44326, Avg : 0.46814 + Hit-10: Tail : 0.60311, Head : 0.55978, Avg : 0.58144 +2023-05-13 10:38:47,385 - [INFO] - [Epoch 259]: Training Loss: 0.0015082, Valid MRR: 0.42968, + + + +2023-05-13 10:38:48,103 - [INFO] - [E:260| 0]: Train Loss:0.0015048, Val MRR:0.42968, icews14 +2023-05-13 10:39:41,429 - [INFO] - [E:260| 100]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:40:33,916 - [INFO] - [E:260| 200]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 10:41:16,228 - [INFO] - [E:260| 300]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:42:09,477 - [INFO] - [E:260| 400]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:43:02,963 - [INFO] - [E:260| 500]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 10:43:56,529 - [INFO] - [E:260| 600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:44:50,156 - [INFO] - [E:260| 700]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:45:43,652 - [INFO] - [E:260| 800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 10:46:37,175 - [INFO] - [E:260| 900]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 10:47:31,395 - [INFO] - [E:260| 1000]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 10:48:25,153 - [INFO] - [E:260| 1100]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 10:49:18,156 - [INFO] - [E:260| 1200]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 10:50:01,710 - [INFO] - [E:260| 1300]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:50:55,484 - [INFO] - [E:260| 1400]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:51:48,703 - [INFO] - [E:260| 1500]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:52:41,940 - [INFO] - [E:260| 1600]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:53:34,994 - [INFO] - [E:260| 1700]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:54:28,581 - [INFO] - [E:260| 1800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:55:21,834 - [INFO] - [E:260| 1900]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:55:43,784 - [INFO] - [Epoch:260]: Training Loss:0.001508 + +2023-05-13 10:55:43,939 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 10:56:02,946 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 10:56:08,501 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 10:56:27,638 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 10:56:32,922 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.44688, Head : 0.40034, Avg : 0.42361 + +2023-05-13 10:56:32,922 - [INFO] - [Epoch 260]: Training Loss: 0.0015082, Valid MRR: 0.42968, + + + +2023-05-13 10:56:33,643 - [INFO] - [E:261| 0]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 10:57:26,676 - [INFO] - [E:261| 100]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 10:58:09,406 - [INFO] - [E:261| 200]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 10:59:02,428 - [INFO] - [E:261| 300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 10:59:55,985 - [INFO] - [E:261| 400]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 11:00:49,331 - [INFO] - [E:261| 500]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:01:42,472 - [INFO] - [E:261| 600]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 11:02:35,394 - [INFO] - [E:261| 700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:03:27,998 - [INFO] - [E:261| 800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:04:20,308 - [INFO] - [E:261| 900]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 11:05:12,951 - [INFO] - [E:261| 1000]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:06:02,922 - [INFO] - [E:261| 1100]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:06:49,462 - [INFO] - [E:261| 1200]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:07:39,071 - [INFO] - [E:261| 1300]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 11:08:27,866 - [INFO] - [E:261| 1400]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 11:09:20,780 - [INFO] - [E:261| 1500]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:10:13,990 - [INFO] - [E:261| 1600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 11:11:07,771 - [INFO] - [E:261| 1700]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:12:01,742 - [INFO] - [E:261| 1800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 11:12:55,160 - [INFO] - [E:261| 1900]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:13:17,375 - [INFO] - [Epoch:261]: Training Loss:0.001508 + +2023-05-13 11:13:17,530 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 11:13:36,387 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 11:13:41,839 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 11:14:00,771 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 11:14:05,982 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.44399, Head : 0.40002, Avg : 0.422 + +2023-05-13 11:14:05,982 - [INFO] - [Epoch 261]: Training Loss: 0.0015081, Valid MRR: 0.42968, + + + +2023-05-13 11:14:06,712 - [INFO] - [E:262| 0]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 11:14:49,080 - [INFO] - [E:262| 100]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 11:15:42,527 - [INFO] - [E:262| 200]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 11:16:36,376 - [INFO] - [E:262| 300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 11:17:29,920 - [INFO] - [E:262| 400]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:18:23,656 - [INFO] - [E:262| 500]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:19:17,009 - [INFO] - [E:262| 600]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:20:09,869 - [INFO] - [E:262| 700]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:21:03,406 - [INFO] - [E:262| 800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:21:56,515 - [INFO] - [E:262| 900]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:22:49,634 - [INFO] - [E:262| 1000]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 11:23:32,273 - [INFO] - [E:262| 1100]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:24:26,067 - [INFO] - [E:262| 1200]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:25:19,742 - [INFO] - [E:262| 1300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:26:12,517 - [INFO] - [E:262| 1400]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:27:06,183 - [INFO] - [E:262| 1500]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:27:59,406 - [INFO] - [E:262| 1600]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:28:52,368 - [INFO] - [E:262| 1700]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:29:45,424 - [INFO] - [E:262| 1800]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:30:38,468 - [INFO] - [E:262| 1900]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:31:00,246 - [INFO] - [Epoch:262]: Training Loss:0.001508 + +2023-05-13 11:31:00,401 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 11:31:16,342 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 11:31:19,460 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 11:31:30,405 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 11:31:35,503 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.44989, Head : 0.4052, Avg : 0.42755 + +2023-05-13 11:31:35,503 - [INFO] - [Epoch 262]: Training Loss: 0.001508, Valid MRR: 0.42968, + + + +2023-05-13 11:31:36,131 - [INFO] - [E:263| 0]: Train Loss:0.0015182, Val MRR:0.42968, icews14 +2023-05-13 11:32:29,074 - [INFO] - [E:263| 100]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:33:22,050 - [INFO] - [E:263| 200]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 11:34:15,648 - [INFO] - [E:263| 300]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 11:35:09,119 - [INFO] - [E:263| 400]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:36:01,792 - [INFO] - [E:263| 500]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:36:54,196 - [INFO] - [E:263| 600]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:37:46,398 - [INFO] - [E:263| 700]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:38:39,294 - [INFO] - [E:263| 800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 11:39:31,977 - [INFO] - [E:263| 900]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:40:16,999 - [INFO] - [E:263| 1000]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 11:41:10,179 - [INFO] - [E:263| 1100]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 11:42:04,017 - [INFO] - [E:263| 1200]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:42:57,374 - [INFO] - [E:263| 1300]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 11:43:50,185 - [INFO] - [E:263| 1400]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 11:44:43,291 - [INFO] - [E:263| 1500]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 11:45:36,714 - [INFO] - [E:263| 1600]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 11:46:30,000 - [INFO] - [E:263| 1700]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:47:23,043 - [INFO] - [E:263| 1800]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:48:06,357 - [INFO] - [E:263| 1900]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 11:48:28,319 - [INFO] - [Epoch:263]: Training Loss:0.001508 + +2023-05-13 11:48:28,476 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 11:48:47,443 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 11:48:53,018 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 11:49:11,986 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 11:49:17,290 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.44279, Head : 0.39588, Avg : 0.41933 + +2023-05-13 11:49:17,290 - [INFO] - [Epoch 263]: Training Loss: 0.0015081, Valid MRR: 0.42968, + + + +2023-05-13 11:49:17,930 - [INFO] - [E:264| 0]: Train Loss:0.0014909, Val MRR:0.42968, icews14 +2023-05-13 11:50:11,422 - [INFO] - [E:264| 100]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:51:04,424 - [INFO] - [E:264| 200]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:51:57,680 - [INFO] - [E:264| 300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:52:50,640 - [INFO] - [E:264| 400]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:53:40,730 - [INFO] - [E:264| 500]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 11:54:30,343 - [INFO] - [E:264| 600]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 11:55:23,859 - [INFO] - [E:264| 700]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 11:56:17,195 - [INFO] - [E:264| 800]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:57:00,610 - [INFO] - [E:264| 900]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:57:54,466 - [INFO] - [E:264| 1000]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:58:48,208 - [INFO] - [E:264| 1100]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:59:42,328 - [INFO] - [E:264| 1200]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:00:36,020 - [INFO] - [E:264| 1300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:01:29,330 - [INFO] - [E:264| 1400]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:02:22,573 - [INFO] - [E:264| 1500]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:03:15,752 - [INFO] - [E:264| 1600]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:04:09,499 - [INFO] - [E:264| 1700]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:04:55,688 - [INFO] - [E:264| 1800]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:05:45,818 - [INFO] - [E:264| 1900]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:06:08,465 - [INFO] - [Epoch:264]: Training Loss:0.001508 + +2023-05-13 12:06:08,737 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 12:06:27,619 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 12:06:33,037 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 12:06:52,050 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 12:06:57,329 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.4457, Head : 0.4002, Avg : 0.42295 + +2023-05-13 12:06:57,329 - [INFO] - [Epoch 264]: Training Loss: 0.0015079, Valid MRR: 0.42968, + + + +2023-05-13 12:06:57,731 - [INFO] - [E:265| 0]: Train Loss:0.0014931, Val MRR:0.42968, icews14 +2023-05-13 12:07:50,905 - [INFO] - [E:265| 100]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:08:44,717 - [INFO] - [E:265| 200]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 12:09:38,392 - [INFO] - [E:265| 300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 12:10:31,135 - [INFO] - [E:265| 400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:11:23,813 - [INFO] - [E:265| 500]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:12:16,348 - [INFO] - [E:265| 600]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:13:06,568 - [INFO] - [E:265| 700]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:13:52,388 - [INFO] - [E:265| 800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:14:45,576 - [INFO] - [E:265| 900]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:15:38,969 - [INFO] - [E:265| 1000]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:16:32,333 - [INFO] - [E:265| 1100]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:17:25,891 - [INFO] - [E:265| 1200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:18:19,339 - [INFO] - [E:265| 1300]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:19:12,661 - [INFO] - [E:265| 1400]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:20:06,029 - [INFO] - [E:265| 1500]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:20:59,087 - [INFO] - [E:265| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:21:41,795 - [INFO] - [E:265| 1700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:22:35,103 - [INFO] - [E:265| 1800]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:23:28,590 - [INFO] - [E:265| 1900]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:23:50,835 - [INFO] - [Epoch:265]: Training Loss:0.001508 + +2023-05-13 12:23:50,980 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 12:24:10,041 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 12:24:15,573 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 12:24:34,528 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 12:24:39,752 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.44693, Head : 0.40045, Avg : 0.42369 + +2023-05-13 12:24:39,752 - [INFO] - [Epoch 265]: Training Loss: 0.0015078, Valid MRR: 0.42968, + + + +2023-05-13 12:24:40,232 - [INFO] - [E:266| 0]: Train Loss:0.0015276, Val MRR:0.42968, icews14 +2023-05-13 12:25:33,943 - [INFO] - [E:266| 100]: Train Loss:0.0015094, Val MRR:0.42968, icews14 +2023-05-13 12:26:27,909 - [INFO] - [E:266| 200]: Train Loss:0.0015091, Val MRR:0.42968, icews14 +2023-05-13 12:27:21,110 - [INFO] - [E:266| 300]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 12:28:14,135 - [INFO] - [E:266| 400]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 12:29:07,094 - [INFO] - [E:266| 500]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 12:29:53,223 - [INFO] - [E:266| 600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:30:42,687 - [INFO] - [E:266| 700]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:31:35,987 - [INFO] - [E:266| 800]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:32:29,558 - [INFO] - [E:266| 900]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:33:22,922 - [INFO] - [E:266| 1000]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:34:16,556 - [INFO] - [E:266| 1100]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:35:10,290 - [INFO] - [E:266| 1200]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:36:03,255 - [INFO] - [E:266| 1300]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:36:57,180 - [INFO] - [E:266| 1400]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:37:51,201 - [INFO] - [E:266| 1500]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 12:38:34,660 - [INFO] - [E:266| 1600]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 12:39:27,310 - [INFO] - [E:266| 1700]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:40:13,651 - [INFO] - [E:266| 1800]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:41:07,366 - [INFO] - [E:266| 1900]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 12:41:29,295 - [INFO] - [Epoch:266]: Training Loss:0.001508 + +2023-05-13 12:41:29,450 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 12:41:48,426 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 12:41:53,765 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 12:42:12,685 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 12:42:17,928 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.45004, Head : 0.40404, Avg : 0.42704 + +2023-05-13 12:42:17,929 - [INFO] - [Epoch 266]: Training Loss: 0.0015079, Valid MRR: 0.42968, + + + +2023-05-13 12:42:18,544 - [INFO] - [E:267| 0]: Train Loss:0.0014911, Val MRR:0.42968, icews14 +2023-05-13 12:43:12,309 - [INFO] - [E:267| 100]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 12:44:05,043 - [INFO] - [E:267| 200]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 12:44:57,519 - [INFO] - [E:267| 300]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 12:45:50,064 - [INFO] - [E:267| 400]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 12:46:38,908 - [INFO] - [E:267| 500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 12:47:26,193 - [INFO] - [E:267| 600]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:48:20,283 - [INFO] - [E:267| 700]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 12:49:14,493 - [INFO] - [E:267| 800]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 12:50:08,319 - [INFO] - [E:267| 900]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 12:51:01,932 - [INFO] - [E:267| 1000]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:51:55,402 - [INFO] - [E:267| 1100]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:52:48,328 - [INFO] - [E:267| 1200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:53:41,466 - [INFO] - [E:267| 1300]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:54:34,593 - [INFO] - [E:267| 1400]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:55:17,902 - [INFO] - [E:267| 1500]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:56:10,182 - [INFO] - [E:267| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:57:02,868 - [INFO] - [E:267| 1700]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:57:56,203 - [INFO] - [E:267| 1800]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:58:49,510 - [INFO] - [E:267| 1900]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:59:12,149 - [INFO] - [Epoch:267]: Training Loss:0.001508 + +2023-05-13 12:59:12,281 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 12:59:31,262 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 12:59:36,754 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 12:59:55,715 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 13:00:01,007 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.44747, Head : 0.3986, Avg : 0.42303 + +2023-05-13 13:00:01,007 - [INFO] - [Epoch 267]: Training Loss: 0.0015077, Valid MRR: 0.42968, + + + +2023-05-13 13:00:01,499 - [INFO] - [E:268| 0]: Train Loss:0.0015106, Val MRR:0.42968, icews14 +2023-05-13 13:00:55,561 - [INFO] - [E:268| 100]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 13:01:49,192 - [INFO] - [E:268| 200]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 13:02:42,766 - [INFO] - [E:268| 300]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:03:29,125 - [INFO] - [E:268| 400]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:04:19,560 - [INFO] - [E:268| 500]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:05:13,099 - [INFO] - [E:268| 600]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:06:06,513 - [INFO] - [E:268| 700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:06:59,755 - [INFO] - [E:268| 800]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:07:52,459 - [INFO] - [E:268| 900]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:08:45,459 - [INFO] - [E:268| 1000]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:09:45,542 - [INFO] - [E:268| 1100]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:10:58,062 - [INFO] - [E:268| 1200]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:11:51,146 - [INFO] - [E:268| 1300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:12:34,627 - [INFO] - [E:268| 1400]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:13:27,280 - [INFO] - [E:268| 1500]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:14:20,355 - [INFO] - [E:268| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:15:13,944 - [INFO] - [E:268| 1700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:16:07,887 - [INFO] - [E:268| 1800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:17:01,346 - [INFO] - [E:268| 1900]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:17:23,697 - [INFO] - [Epoch:268]: Training Loss:0.001508 + +2023-05-13 13:17:23,828 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 13:17:42,275 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 13:17:47,537 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 13:18:05,898 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 13:18:11,044 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.44687, Head : 0.4001, Avg : 0.42349 + +2023-05-13 13:18:11,044 - [INFO] - [Epoch 268]: Training Loss: 0.0015076, Valid MRR: 0.42968, + + + +2023-05-13 13:18:11,560 - [INFO] - [E:269| 0]: Train Loss:0.0015109, Val MRR:0.42968, icews14 +2023-05-13 13:19:04,080 - [INFO] - [E:269| 100]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 13:19:56,427 - [INFO] - [E:269| 200]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 13:20:42,245 - [INFO] - [E:269| 300]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:21:32,617 - [INFO] - [E:269| 400]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 13:22:26,182 - [INFO] - [E:269| 500]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 13:23:19,807 - [INFO] - [E:269| 600]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 13:24:13,042 - [INFO] - [E:269| 700]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 13:25:06,272 - [INFO] - [E:269| 800]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 13:25:59,687 - [INFO] - [E:269| 900]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 13:26:49,178 - [INFO] - [E:269| 1000]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:27:38,938 - [INFO] - [E:269| 1100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 13:28:32,953 - [INFO] - [E:269| 1200]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:29:18,228 - [INFO] - [E:269| 1300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 13:30:08,747 - [INFO] - [E:269| 1400]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:31:01,946 - [INFO] - [E:269| 1500]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:31:54,830 - [INFO] - [E:269| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:32:48,620 - [INFO] - [E:269| 1700]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:33:42,579 - [INFO] - [E:269| 1800]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:34:36,192 - [INFO] - [E:269| 1900]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:34:58,725 - [INFO] - [Epoch:269]: Training Loss:0.001508 + +2023-05-13 13:34:58,909 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 13:35:17,821 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 13:35:23,241 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 13:35:42,152 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 13:35:47,385 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.45098, Head : 0.40165, Avg : 0.42631 + MR: Tail : 668.9, Head : 786.92, Avg : 727.91 + Hit-1: Tail : 0.36922, Head : 0.318, Avg : 0.34361 + Hit-3: Tail : 0.49375, Head : 0.44411, Avg : 0.46893 + Hit-10: Tail : 0.60092, Head : 0.5605, Avg : 0.58071 +2023-05-13 13:35:47,385 - [INFO] - [Epoch 269]: Training Loss: 0.0015076, Valid MRR: 0.42968, + + + +2023-05-13 13:35:47,890 - [INFO] - [E:270| 0]: Train Loss:0.0014989, Val MRR:0.42968, icews14 +2023-05-13 13:36:41,186 - [INFO] - [E:270| 100]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 13:37:30,592 - [INFO] - [E:270| 200]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 13:38:17,182 - [INFO] - [E:270| 300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:39:10,059 - [INFO] - [E:270| 400]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:40:03,197 - [INFO] - [E:270| 500]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:40:56,583 - [INFO] - [E:270| 600]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 13:41:50,168 - [INFO] - [E:270| 700]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 13:42:43,534 - [INFO] - [E:270| 800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:43:36,473 - [INFO] - [E:270| 900]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 13:44:29,976 - [INFO] - [E:270| 1000]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 13:45:23,015 - [INFO] - [E:270| 1100]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:46:06,248 - [INFO] - [E:270| 1200]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:46:58,750 - [INFO] - [E:270| 1300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 13:47:52,558 - [INFO] - [E:270| 1400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:48:46,086 - [INFO] - [E:270| 1500]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:49:39,952 - [INFO] - [E:270| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:50:34,152 - [INFO] - [E:270| 1700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:51:27,815 - [INFO] - [E:270| 1800]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:52:20,423 - [INFO] - [E:270| 1900]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:52:42,223 - [INFO] - [Epoch:270]: Training Loss:0.001507 + +2023-05-13 13:52:42,376 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 13:53:01,110 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 13:53:06,408 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 13:53:25,115 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 13:53:30,344 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.44903, Head : 0.40091, Avg : 0.42497 + +2023-05-13 13:53:30,344 - [INFO] - [Epoch 270]: Training Loss: 0.0015075, Valid MRR: 0.42968, + + + +2023-05-13 13:53:30,748 - [INFO] - [E:271| 0]: Train Loss:0.0014937, Val MRR:0.42968, icews14 +2023-05-13 13:54:15,912 - [INFO] - [E:271| 100]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:55:06,830 - [INFO] - [E:271| 200]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 13:56:00,513 - [INFO] - [E:271| 300]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 13:56:53,921 - [INFO] - [E:271| 400]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 13:57:47,654 - [INFO] - [E:271| 500]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 13:58:41,268 - [INFO] - [E:271| 600]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:59:34,688 - [INFO] - [E:271| 700]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:00:28,180 - [INFO] - [E:271| 800]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 14:01:21,466 - [INFO] - [E:271| 900]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:02:14,521 - [INFO] - [E:271| 1000]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:02:57,875 - [INFO] - [E:271| 1100]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:03:50,314 - [INFO] - [E:271| 1200]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:04:43,003 - [INFO] - [E:271| 1300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:05:35,819 - [INFO] - [E:271| 1400]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:06:28,568 - [INFO] - [E:271| 1500]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:07:21,553 - [INFO] - [E:271| 1600]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:08:14,703 - [INFO] - [E:271| 1700]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:09:08,370 - [INFO] - [E:271| 1800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:10:02,376 - [INFO] - [E:271| 1900]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:10:24,698 - [INFO] - [Epoch:271]: Training Loss:0.001507 + +2023-05-13 14:10:24,854 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 14:10:43,611 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 14:10:46,725 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 14:10:57,540 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 14:11:00,547 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.44857, Head : 0.39996, Avg : 0.42426 + +2023-05-13 14:11:00,547 - [INFO] - [Epoch 271]: Training Loss: 0.0015074, Valid MRR: 0.42968, + + + +2023-05-13 14:11:00,895 - [INFO] - [E:272| 0]: Train Loss:0.0015022, Val MRR:0.42968, icews14 +2023-05-13 14:11:54,812 - [INFO] - [E:272| 100]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:12:48,484 - [INFO] - [E:272| 200]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:13:34,746 - [INFO] - [E:272| 300]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 14:14:28,489 - [INFO] - [E:272| 400]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 14:15:21,419 - [INFO] - [E:272| 500]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 14:16:14,417 - [INFO] - [E:272| 600]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:17:07,400 - [INFO] - [E:272| 700]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:18:00,213 - [INFO] - [E:272| 800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:18:52,956 - [INFO] - [E:272| 900]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:19:36,094 - [INFO] - [E:272| 1000]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:20:29,092 - [INFO] - [E:272| 1100]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:21:22,589 - [INFO] - [E:272| 1200]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:22:15,668 - [INFO] - [E:272| 1300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:23:09,086 - [INFO] - [E:272| 1400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:24:03,073 - [INFO] - [E:272| 1500]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:24:56,585 - [INFO] - [E:272| 1600]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:25:49,285 - [INFO] - [E:272| 1700]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:26:41,523 - [INFO] - [E:272| 1800]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:27:33,201 - [INFO] - [E:272| 1900]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:27:47,141 - [INFO] - [Epoch:272]: Training Loss:0.001507 + +2023-05-13 14:27:47,252 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 14:28:04,431 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 14:28:09,941 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 14:28:28,788 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 14:28:33,965 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.44981, Head : 0.39899, Avg : 0.4244 + +2023-05-13 14:28:33,965 - [INFO] - [Epoch 272]: Training Loss: 0.0015073, Valid MRR: 0.42968, + + + +2023-05-13 14:28:34,693 - [INFO] - [E:273| 0]: Train Loss:0.0015, Val MRR:0.42968, icews14 +2023-05-13 14:29:28,419 - [INFO] - [E:273| 100]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:30:22,184 - [INFO] - [E:273| 200]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 14:31:16,202 - [INFO] - [E:273| 300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:32:09,052 - [INFO] - [E:273| 400]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 14:33:02,613 - [INFO] - [E:273| 500]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:33:56,287 - [INFO] - [E:273| 600]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:34:49,839 - [INFO] - [E:273| 700]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:35:43,013 - [INFO] - [E:273| 800]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 14:36:26,572 - [INFO] - [E:273| 900]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 14:37:19,429 - [INFO] - [E:273| 1000]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:38:12,295 - [INFO] - [E:273| 1100]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:39:05,508 - [INFO] - [E:273| 1200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:39:59,049 - [INFO] - [E:273| 1300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:40:52,539 - [INFO] - [E:273| 1400]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:41:45,955 - [INFO] - [E:273| 1500]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:42:39,485 - [INFO] - [E:273| 1600]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:43:33,132 - [INFO] - [E:273| 1700]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:44:22,726 - [INFO] - [E:273| 1800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:45:10,399 - [INFO] - [E:273| 1900]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:45:32,643 - [INFO] - [Epoch:273]: Training Loss:0.001507 + +2023-05-13 14:45:32,807 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 14:45:51,668 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 14:45:57,163 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 14:46:16,018 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 14:46:21,250 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.45089, Head : 0.39991, Avg : 0.4254 + +2023-05-13 14:46:21,250 - [INFO] - [Epoch 273]: Training Loss: 0.0015073, Valid MRR: 0.42968, + + + +2023-05-13 14:46:21,994 - [INFO] - [E:274| 0]: Train Loss:0.0014963, Val MRR:0.42968, icews14 +2023-05-13 14:47:15,222 - [INFO] - [E:274| 100]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:48:09,242 - [INFO] - [E:274| 200]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 14:49:02,575 - [INFO] - [E:274| 300]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:49:56,307 - [INFO] - [E:274| 400]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:50:49,878 - [INFO] - [E:274| 500]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 14:51:43,392 - [INFO] - [E:274| 600]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 14:52:37,205 - [INFO] - [E:274| 700]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:53:20,845 - [INFO] - [E:274| 800]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 14:54:13,533 - [INFO] - [E:274| 900]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 14:55:06,458 - [INFO] - [E:274| 1000]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 14:55:59,920 - [INFO] - [E:274| 1100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:56:53,320 - [INFO] - [E:274| 1200]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 14:57:46,498 - [INFO] - [E:274| 1300]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:58:40,106 - [INFO] - [E:274| 1400]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:59:26,350 - [INFO] - [E:274| 1500]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:00:19,341 - [INFO] - [E:274| 1600]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:01:09,848 - [INFO] - [E:274| 1700]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 15:01:54,038 - [INFO] - [E:274| 1800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 15:02:47,237 - [INFO] - [E:274| 1900]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 15:03:09,174 - [INFO] - [Epoch:274]: Training Loss:0.001507 + +2023-05-13 15:03:09,310 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 15:03:28,118 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 15:03:33,570 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 15:03:52,491 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 15:03:57,783 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.4495, Head : 0.39614, Avg : 0.42282 + +2023-05-13 15:03:57,783 - [INFO] - [Epoch 274]: Training Loss: 0.0015073, Valid MRR: 0.42968, + + + +2023-05-13 15:03:58,187 - [INFO] - [E:275| 0]: Train Loss:0.0014933, Val MRR:0.42968, icews14 +2023-05-13 15:04:51,304 - [INFO] - [E:275| 100]: Train Loss:0.0015046, Val MRR:0.42968, icews14 +2023-05-13 15:05:44,378 - [INFO] - [E:275| 200]: Train Loss:0.0015045, Val MRR:0.42968, icews14 +2023-05-13 15:06:37,744 - [INFO] - [E:275| 300]: Train Loss:0.0015053, Val MRR:0.42968, icews14 +2023-05-13 15:07:30,942 - [INFO] - [E:275| 400]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 15:08:24,258 - [INFO] - [E:275| 500]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 15:09:16,911 - [INFO] - [E:275| 600]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 15:10:00,216 - [INFO] - [E:275| 700]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 15:10:52,853 - [INFO] - [E:275| 800]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 15:11:45,599 - [INFO] - [E:275| 900]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 15:12:39,162 - [INFO] - [E:275| 1000]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:13:32,944 - [INFO] - [E:275| 1100]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:14:26,710 - [INFO] - [E:275| 1200]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:15:20,843 - [INFO] - [E:275| 1300]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:16:14,821 - [INFO] - [E:275| 1400]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:17:08,338 - [INFO] - [E:275| 1500]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 15:17:55,939 - [INFO] - [E:275| 1600]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:18:44,691 - [INFO] - [E:275| 1700]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 15:19:38,883 - [INFO] - [E:275| 1800]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:20:33,078 - [INFO] - [E:275| 1900]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:20:55,341 - [INFO] - [Epoch:275]: Training Loss:0.001507 + +2023-05-13 15:20:55,497 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 15:21:14,579 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 15:21:20,010 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 15:21:38,915 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 15:21:44,099 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.44819, Head : 0.39713, Avg : 0.42266 + +2023-05-13 15:21:44,099 - [INFO] - [Epoch 275]: Training Loss: 0.001507, Valid MRR: 0.42968, + + + +2023-05-13 15:21:44,817 - [INFO] - [E:276| 0]: Train Loss:0.0015017, Val MRR:0.42968, icews14 +2023-05-13 15:22:39,053 - [INFO] - [E:276| 100]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:23:33,212 - [INFO] - [E:276| 200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 15:24:26,290 - [INFO] - [E:276| 300]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:25:20,069 - [INFO] - [E:276| 400]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 15:26:13,225 - [INFO] - [E:276| 500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:26:57,259 - [INFO] - [E:276| 600]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 15:27:49,969 - [INFO] - [E:276| 700]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 15:28:42,909 - [INFO] - [E:276| 800]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:29:35,942 - [INFO] - [E:276| 900]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:30:29,258 - [INFO] - [E:276| 1000]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:31:22,128 - [INFO] - [E:276| 1100]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:32:15,490 - [INFO] - [E:276| 1200]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:33:08,488 - [INFO] - [E:276| 1300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:34:00,766 - [INFO] - [E:276| 1400]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:34:44,413 - [INFO] - [E:276| 1500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:35:35,877 - [INFO] - [E:276| 1600]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:36:28,287 - [INFO] - [E:276| 1700]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:37:22,074 - [INFO] - [E:276| 1800]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:38:15,651 - [INFO] - [E:276| 1900]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:38:38,151 - [INFO] - [Epoch:276]: Training Loss:0.001507 + +2023-05-13 15:38:38,283 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 15:38:57,247 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 15:39:02,665 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 15:39:21,510 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 15:39:26,828 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.44891, Head : 0.3992, Avg : 0.42406 + +2023-05-13 15:39:26,829 - [INFO] - [Epoch 276]: Training Loss: 0.0015071, Valid MRR: 0.42968, + + + +2023-05-13 15:39:27,276 - [INFO] - [E:277| 0]: Train Loss:0.0015169, Val MRR:0.42968, icews14 +2023-05-13 15:40:20,592 - [INFO] - [E:277| 100]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:41:14,187 - [INFO] - [E:277| 200]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 15:42:07,951 - [INFO] - [E:277| 300]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 15:42:57,621 - [INFO] - [E:277| 400]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:43:45,318 - [INFO] - [E:277| 500]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:44:38,474 - [INFO] - [E:277| 600]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:45:31,191 - [INFO] - [E:277| 700]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:46:18,625 - [INFO] - [E:277| 800]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:47:12,153 - [INFO] - [E:277| 900]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 15:48:05,664 - [INFO] - [E:277| 1000]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:48:58,797 - [INFO] - [E:277| 1100]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:49:52,229 - [INFO] - [E:277| 1200]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 15:50:45,681 - [INFO] - [E:277| 1300]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:51:32,163 - [INFO] - [E:277| 1400]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:52:23,174 - [INFO] - [E:277| 1500]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:53:16,812 - [INFO] - [E:277| 1600]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:54:10,806 - [INFO] - [E:277| 1700]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:55:04,088 - [INFO] - [E:277| 1800]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:55:57,956 - [INFO] - [E:277| 1900]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:56:20,409 - [INFO] - [Epoch:277]: Training Loss:0.001507 + +2023-05-13 15:56:20,681 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 15:56:39,595 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 15:56:45,024 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 15:57:03,781 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 15:57:09,066 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.45061, Head : 0.39819, Avg : 0.4244 + +2023-05-13 15:57:09,066 - [INFO] - [Epoch 277]: Training Loss: 0.0015067, Valid MRR: 0.42968, + + + +2023-05-13 15:57:09,542 - [INFO] - [E:278| 0]: Train Loss:0.0014907, Val MRR:0.42968, icews14 +2023-05-13 15:58:02,914 - [INFO] - [E:278| 100]: Train Loss:0.0015046, Val MRR:0.42968, icews14 +2023-05-13 15:58:55,825 - [INFO] - [E:278| 200]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 15:59:46,736 - [INFO] - [E:278| 300]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 16:00:32,639 - [INFO] - [E:278| 400]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 16:01:25,418 - [INFO] - [E:278| 500]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 16:02:17,746 - [INFO] - [E:278| 600]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 16:03:10,732 - [INFO] - [E:278| 700]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 16:04:03,373 - [INFO] - [E:278| 800]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:04:56,163 - [INFO] - [E:278| 900]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 16:05:49,214 - [INFO] - [E:278| 1000]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:06:42,324 - [INFO] - [E:278| 1100]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:07:34,969 - [INFO] - [E:278| 1200]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:08:17,347 - [INFO] - [E:278| 1300]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:09:10,010 - [INFO] - [E:278| 1400]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:10:02,904 - [INFO] - [E:278| 1500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 16:10:56,360 - [INFO] - [E:278| 1600]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:11:50,426 - [INFO] - [E:278| 1700]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:12:44,521 - [INFO] - [E:278| 1800]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:13:37,917 - [INFO] - [E:278| 1900]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:14:00,147 - [INFO] - [Epoch:278]: Training Loss:0.001507 + +2023-05-13 16:14:00,297 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 16:14:19,237 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 16:14:24,744 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 16:14:43,700 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 16:14:48,896 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.45003, Head : 0.40327, Avg : 0.42665 + +2023-05-13 16:14:48,896 - [INFO] - [Epoch 278]: Training Loss: 0.0015067, Valid MRR: 0.42968, + + + +2023-05-13 16:14:49,301 - [INFO] - [E:279| 0]: Train Loss:0.0015043, Val MRR:0.42968, icews14 +2023-05-13 16:15:43,791 - [INFO] - [E:279| 100]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:16:31,221 - [INFO] - [E:279| 200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 16:17:20,499 - [INFO] - [E:279| 300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 16:18:12,964 - [INFO] - [E:279| 400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 16:19:05,673 - [INFO] - [E:279| 500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 16:19:59,078 - [INFO] - [E:279| 600]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 16:20:52,648 - [INFO] - [E:279| 700]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 16:21:45,800 - [INFO] - [E:279| 800]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 16:22:39,083 - [INFO] - [E:279| 900]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:23:33,273 - [INFO] - [E:279| 1000]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:24:27,348 - [INFO] - [E:279| 1100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:25:10,843 - [INFO] - [E:279| 1200]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:26:03,713 - [INFO] - [E:279| 1300]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 16:26:56,707 - [INFO] - [E:279| 1400]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:27:49,828 - [INFO] - [E:279| 1500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 16:28:42,838 - [INFO] - [E:279| 1600]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:29:35,803 - [INFO] - [E:279| 1700]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:30:28,765 - [INFO] - [E:279| 1800]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:31:21,591 - [INFO] - [E:279| 1900]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:31:41,840 - [INFO] - [Epoch:279]: Training Loss:0.001507 + +2023-05-13 16:31:41,950 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 16:31:56,157 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 16:32:01,605 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 16:32:20,333 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 16:32:25,552 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.44667, Head : 0.39981, Avg : 0.42324 + MR: Tail : 634.04, Head : 747.13, Avg : 690.58 + Hit-1: Tail : 0.3623, Head : 0.31569, Avg : 0.339 + Hit-3: Tail : 0.49169, Head : 0.44095, Avg : 0.46632 + Hit-10: Tail : 0.60444, Head : 0.55759, Avg : 0.58102 +2023-05-13 16:32:25,552 - [INFO] - [Epoch 279]: Training Loss: 0.0015068, Valid MRR: 0.42968, + + + +2023-05-13 16:32:26,297 - [INFO] - [E:280| 0]: Train Loss:0.0015102, Val MRR:0.42968, icews14 +2023-05-13 16:33:14,576 - [INFO] - [E:280| 100]: Train Loss:0.0015045, Val MRR:0.42968, icews14 +2023-05-13 16:34:02,261 - [INFO] - [E:280| 200]: Train Loss:0.0015045, Val MRR:0.42968, icews14 +2023-05-13 16:34:56,440 - [INFO] - [E:280| 300]: Train Loss:0.0015051, Val MRR:0.42968, icews14 +2023-05-13 16:36:10,917 - [INFO] - [E:280| 400]: Train Loss:0.0015049, Val MRR:0.42968, icews14 +2023-05-13 16:37:29,746 - [INFO] - [E:280| 500]: Train Loss:0.0015055, Val MRR:0.42968, icews14 +2023-05-13 16:38:22,785 - [INFO] - [E:280| 600]: Train Loss:0.0015055, Val MRR:0.42968, icews14 +2023-05-13 16:39:15,803 - [INFO] - [E:280| 700]: Train Loss:0.0015055, Val MRR:0.42968, icews14 +2023-05-13 16:40:09,400 - [INFO] - [E:280| 800]: Train Loss:0.0015054, Val MRR:0.42968, icews14 +2023-05-13 16:41:02,370 - [INFO] - [E:280| 900]: Train Loss:0.0015054, Val MRR:0.42968, icews14 +2023-05-13 16:41:54,972 - [INFO] - [E:280| 1000]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 16:42:41,833 - [INFO] - [E:280| 1100]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 16:43:30,441 - [INFO] - [E:280| 1200]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 16:44:24,523 - [INFO] - [E:280| 1300]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 16:45:18,174 - [INFO] - [E:280| 1400]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:46:11,455 - [INFO] - [E:280| 1500]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:47:04,452 - [INFO] - [E:280| 1600]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:47:58,051 - [INFO] - [E:280| 1700]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 16:48:51,921 - [INFO] - [E:280| 1800]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 16:49:45,412 - [INFO] - [E:280| 1900]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 16:50:08,070 - [INFO] - [Epoch:280]: Training Loss:0.001507 + +2023-05-13 16:50:08,337 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 16:50:27,278 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 16:50:32,710 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 16:50:51,625 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 16:50:55,906 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.45032, Head : 0.39939, Avg : 0.42486 + +2023-05-13 16:50:55,906 - [INFO] - [Epoch 280]: Training Loss: 0.0015066, Valid MRR: 0.42968, + + + +2023-05-13 16:50:56,261 - [INFO] - [E:281| 0]: Train Loss:0.0015519, Val MRR:0.42968, icews14 +2023-05-13 16:51:39,776 - [INFO] - [E:281| 100]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 16:52:32,421 - [INFO] - [E:281| 200]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 16:53:24,982 - [INFO] - [E:281| 300]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 16:54:17,770 - [INFO] - [E:281| 400]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 16:55:11,284 - [INFO] - [E:281| 500]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 16:56:04,497 - [INFO] - [E:281| 600]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:56:57,725 - [INFO] - [E:281| 700]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:57:50,796 - [INFO] - [E:281| 800]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:58:43,581 - [INFO] - [E:281| 900]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 16:59:27,777 - [INFO] - [E:281| 1000]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 17:00:19,807 - [INFO] - [E:281| 1100]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 17:01:12,446 - [INFO] - [E:281| 1200]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 17:02:05,538 - [INFO] - [E:281| 1300]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:02:58,607 - [INFO] - [E:281| 1400]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:03:51,634 - [INFO] - [E:281| 1500]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:04:44,584 - [INFO] - [E:281| 1600]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 17:05:37,946 - [INFO] - [E:281| 1700]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 17:06:31,496 - [INFO] - [E:281| 1800]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 17:07:24,965 - [INFO] - [E:281| 1900]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 17:07:41,544 - [INFO] - [Epoch:281]: Training Loss:0.001506 + +2023-05-13 17:07:41,656 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 17:07:54,955 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 17:08:00,441 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 17:08:19,393 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 17:08:24,718 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.44858, Head : 0.40028, Avg : 0.42443 + +2023-05-13 17:08:24,718 - [INFO] - [Epoch 281]: Training Loss: 0.0015065, Valid MRR: 0.42968, + + + +2023-05-13 17:08:25,214 - [INFO] - [E:282| 0]: Train Loss:0.0015193, Val MRR:0.42968, icews14 +2023-05-13 17:09:18,358 - [INFO] - [E:282| 100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 17:10:11,490 - [INFO] - [E:282| 200]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 17:11:05,106 - [INFO] - [E:282| 300]: Train Loss:0.0015052, Val MRR:0.42968, icews14 +2023-05-13 17:11:58,694 - [INFO] - [E:282| 400]: Train Loss:0.0015055, Val MRR:0.42968, icews14 +2023-05-13 17:12:51,565 - [INFO] - [E:282| 500]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 17:13:45,419 - [INFO] - [E:282| 600]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 17:14:38,724 - [INFO] - [E:282| 700]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 17:15:31,328 - [INFO] - [E:282| 800]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:16:14,502 - [INFO] - [E:282| 900]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:17:07,403 - [INFO] - [E:282| 1000]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:18:00,733 - [INFO] - [E:282| 1100]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:18:53,819 - [INFO] - [E:282| 1200]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:19:41,876 - [INFO] - [E:282| 1300]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:20:34,975 - [INFO] - [E:282| 1400]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:21:28,422 - [INFO] - [E:282| 1500]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:22:21,861 - [INFO] - [E:282| 1600]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:23:15,222 - [INFO] - [E:282| 1700]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:24:08,730 - [INFO] - [E:282| 1800]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:24:51,848 - [INFO] - [E:282| 1900]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:25:14,050 - [INFO] - [Epoch:282]: Training Loss:0.001506 + +2023-05-13 17:25:14,182 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 17:25:33,000 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 17:25:38,379 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 17:25:57,209 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 17:26:02,388 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.44781, Head : 0.40288, Avg : 0.42534 + +2023-05-13 17:26:02,388 - [INFO] - [Epoch 282]: Training Loss: 0.0015064, Valid MRR: 0.42968, + + + +2023-05-13 17:26:02,892 - [INFO] - [E:283| 0]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 17:26:56,311 - [INFO] - [E:283| 100]: Train Loss:0.0015043, Val MRR:0.42968, icews14 +2023-05-13 17:27:49,319 - [INFO] - [E:283| 200]: Train Loss:0.0015052, Val MRR:0.42968, icews14 +2023-05-13 17:28:42,090 - [INFO] - [E:283| 300]: Train Loss:0.0015056, Val MRR:0.42968, icews14 +2023-05-13 17:29:35,762 - [INFO] - [E:283| 400]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 17:30:29,297 - [INFO] - [E:283| 500]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 17:31:22,257 - [INFO] - [E:283| 600]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 17:32:16,035 - [INFO] - [E:283| 700]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 17:32:58,577 - [INFO] - [E:283| 800]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 17:33:51,944 - [INFO] - [E:283| 900]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 17:34:45,696 - [INFO] - [E:283| 1000]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 17:35:38,990 - [INFO] - [E:283| 1100]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 17:36:32,175 - [INFO] - [E:283| 1200]: Train Loss:0.001506, Val MRR:0.42968, icews14 diff --git a/icews14_both.log b/icews14_both.log new file mode 100644 index 0000000..af9a616 --- /dev/null +++ b/icews14_both.log @@ -0,0 +1,3 @@ +nohup: ignoring input +2023-06-20 09:22:51,618 - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-20 09:22:57,979 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, icews14_both diff --git a/icews14_l2_1e-5.out b/icews14_l2_1e-5.out new file mode 100644 index 0000000..1a99041 --- /dev/null +++ b/icews14_l2_1e-5.out @@ -0,0 +1,4331 @@ +nohup: ignoring input +2023-05-21 09:52:52,862 - [INFO] - {'dataset': 'icews14', 'name': 'ice00001', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 1e-05, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +{'batch_size': 128, + 'bias': False, + 'config_dir': './config/', + 'dataset': 'icews14', + 'drop': 0.0, + 'drop_path': 0.0, + 'embed_dim': 400, + 'ent_vec_dim': 400, + 'expansion_factor': 4, + 'expansion_factor_token': 0.5, + 'feat_drop': 0.2, + 'filt_h': 1, + 'filt_w': 9, + 'form': 'plain', + 'gpu': '3', + 'grid_search': False, + 'hid_drop': 0.5, + 'image_h': 128, + 'image_w': 128, + 'in_channels': 1, + 'inp_drop': 0.2, + 'k_h': 20, + 'k_w': 10, + 'ker_sz': 9, + 'l2': 1e-05, + 'lbl_smooth': 0.1, + 'log_dir': './log/', + 'lr': 0.0001, + 'max_epochs': 500, + 'mixer_depth': 16, + 'mixer_dim': 256, + 'mixer_dropout': 0.2, + 'name': 'ice00001', + 'neg_num': 1000, + 'num_filt': 96, + 'num_workers': 0, + 'opt': 'adam', + 'out_channels': 32, + 'patch_size': 8, + 'perm': 1, + 'rel_vec_dim': 400, + 'restore': False, + 'seed': 42, + 'test_only': False, + 'train_strategy': 'one_to_n'} +2023-05-21 09:53:01,872 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, ice00001 +2023-05-21 09:54:44,438 - [INFO] - [E:0| 100]: Train Loss:0.37088, Val MRR:0.0, ice00001 +2023-05-21 09:56:27,551 - [INFO] - [E:0| 200]: Train Loss:0.24322, Val MRR:0.0, ice00001 +2023-05-21 09:58:10,978 - [INFO] - [E:0| 300]: Train Loss:0.18085, Val MRR:0.0, ice00001 +2023-05-21 09:59:54,579 - [INFO] - [E:0| 400]: Train Loss:0.1442, Val MRR:0.0, ice00001 +2023-05-21 10:01:28,424 - [INFO] - [E:0| 500]: Train Loss:0.12011, Val MRR:0.0, ice00001 +2023-05-21 10:03:12,519 - [INFO] - [E:0| 600]: Train Loss:0.10307, Val MRR:0.0, ice00001 +2023-05-21 10:04:56,298 - [INFO] - [E:0| 700]: Train Loss:0.090379, Val MRR:0.0, ice00001 +2023-05-21 10:06:40,735 - [INFO] - [E:0| 800]: Train Loss:0.080559, Val MRR:0.0, ice00001 +2023-05-21 10:08:23,985 - [INFO] - [E:0| 900]: Train Loss:0.072734, Val MRR:0.0, ice00001 +2023-05-21 10:09:34,481 - [INFO] - [Epoch:0]: Training Loss:0.06808 + +2023-05-21 10:09:34,703 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:09:48,578 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:10:11,618 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.09185, Head : 0.06626, Avg : 0.07906 + +2023-05-21 10:10:13,843 - [INFO] - [Epoch 0]: Training Loss: 0.068079, Valid MRR: 0.07906, + + + +2023-05-21 10:10:15,044 - [INFO] - [E:1| 0]: Train Loss:0.0086623, Val MRR:0.07906, ice00001 +2023-05-21 10:11:59,461 - [INFO] - [E:1| 100]: Train Loss:0.0081907, Val MRR:0.07906, ice00001 +2023-05-21 10:13:46,290 - [INFO] - [E:1| 200]: Train Loss:0.0078262, Val MRR:0.07906, ice00001 +2023-05-21 10:15:30,406 - [INFO] - [E:1| 300]: Train Loss:0.007518, Val MRR:0.07906, ice00001 +2023-05-21 10:17:14,171 - [INFO] - [E:1| 400]: Train Loss:0.0072515, Val MRR:0.07906, ice00001 +2023-05-21 10:18:46,586 - [INFO] - [E:1| 500]: Train Loss:0.0070207, Val MRR:0.07906, ice00001 +2023-05-21 10:20:30,503 - [INFO] - [E:1| 600]: Train Loss:0.0068193, Val MRR:0.07906, ice00001 +2023-05-21 10:22:14,353 - [INFO] - [E:1| 700]: Train Loss:0.0066427, Val MRR:0.07906, ice00001 +2023-05-21 10:23:57,937 - [INFO] - [E:1| 800]: Train Loss:0.0064861, Val MRR:0.07906, ice00001 +2023-05-21 10:25:41,480 - [INFO] - [E:1| 900]: Train Loss:0.0063474, Val MRR:0.07906, ice00001 +2023-05-21 10:26:54,276 - [INFO] - [Epoch:1]: Training Loss:0.006258 + +2023-05-21 10:26:54,798 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:27:13,318 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:27:29,096 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.09533, Head : 0.06944, Avg : 0.08238 + +2023-05-21 10:27:31,659 - [INFO] - [Epoch 1]: Training Loss: 0.0062582, Valid MRR: 0.08238, + + + +2023-05-21 10:27:32,839 - [INFO] - [E:2| 0]: Train Loss:0.005127, Val MRR:0.08238, ice00001 +2023-05-21 10:29:16,754 - [INFO] - [E:2| 100]: Train Loss:0.005043, Val MRR:0.08238, ice00001 +2023-05-21 10:31:01,109 - [INFO] - [E:2| 200]: Train Loss:0.0049924, Val MRR:0.08238, ice00001 +2023-05-21 10:32:43,956 - [INFO] - [E:2| 300]: Train Loss:0.0049512, Val MRR:0.08238, ice00001 +2023-05-21 10:34:28,320 - [INFO] - [E:2| 400]: Train Loss:0.0049148, Val MRR:0.08238, ice00001 +2023-05-21 10:36:02,300 - [INFO] - [E:2| 500]: Train Loss:0.0048828, Val MRR:0.08238, ice00001 +2023-05-21 10:37:46,510 - [INFO] - [E:2| 600]: Train Loss:0.0048541, Val MRR:0.08238, ice00001 +2023-05-21 10:39:30,314 - [INFO] - [E:2| 700]: Train Loss:0.004827, Val MRR:0.08238, ice00001 +2023-05-21 10:41:12,934 - [INFO] - [E:2| 800]: Train Loss:0.0048034, Val MRR:0.08238, ice00001 +2023-05-21 10:42:56,849 - [INFO] - [E:2| 900]: Train Loss:0.0047815, Val MRR:0.08238, ice00001 +2023-05-21 10:44:09,559 - [INFO] - [Epoch:2]: Training Loss:0.004768 + +2023-05-21 10:44:10,050 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:44:30,836 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:44:44,508 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.09538, Head : 0.0697, Avg : 0.08254 + +2023-05-21 10:44:47,231 - [INFO] - [Epoch 2]: Training Loss: 0.0047677, Valid MRR: 0.08254, + + + +2023-05-21 10:44:48,435 - [INFO] - [E:3| 0]: Train Loss:0.0046149, Val MRR:0.08254, ice00001 +2023-05-21 10:46:32,114 - [INFO] - [E:3| 100]: Train Loss:0.0045548, Val MRR:0.08254, ice00001 +2023-05-21 10:48:15,563 - [INFO] - [E:3| 200]: Train Loss:0.0045465, Val MRR:0.08254, ice00001 +2023-05-21 10:49:59,902 - [INFO] - [E:3| 300]: Train Loss:0.0045373, Val MRR:0.08254, ice00001 +2023-05-21 10:51:44,401 - [INFO] - [E:3| 400]: Train Loss:0.004526, Val MRR:0.08254, ice00001 +2023-05-21 10:53:21,290 - [INFO] - [E:3| 500]: Train Loss:0.0045164, Val MRR:0.08254, ice00001 +2023-05-21 10:55:03,171 - [INFO] - [E:3| 600]: Train Loss:0.0045051, Val MRR:0.08254, ice00001 +2023-05-21 10:56:47,139 - [INFO] - [E:3| 700]: Train Loss:0.0044952, Val MRR:0.08254, ice00001 +2023-05-21 10:58:30,656 - [INFO] - [E:3| 800]: Train Loss:0.0044854, Val MRR:0.08254, ice00001 +2023-05-21 11:00:14,606 - [INFO] - [E:3| 900]: Train Loss:0.0044741, Val MRR:0.08254, ice00001 +2023-05-21 11:01:29,379 - [INFO] - [Epoch:3]: Training Loss:0.004467 + +2023-05-21 11:01:29,775 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:01:53,167 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:02:07,478 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.09471, Head : 0.07009, Avg : 0.0824 + +2023-05-21 11:02:07,479 - [INFO] - [Epoch 3]: Training Loss: 0.0044671, Valid MRR: 0.08254, + + + +2023-05-21 11:02:08,131 - [INFO] - [E:4| 0]: Train Loss:0.004339, Val MRR:0.08254, ice00001 +2023-05-21 11:03:49,078 - [INFO] - [E:4| 100]: Train Loss:0.0043432, Val MRR:0.08254, ice00001 +2023-05-21 11:05:31,973 - [INFO] - [E:4| 200]: Train Loss:0.0043363, Val MRR:0.08254, ice00001 +2023-05-21 11:07:15,063 - [INFO] - [E:4| 300]: Train Loss:0.0043271, Val MRR:0.08254, ice00001 +2023-05-21 11:08:59,148 - [INFO] - [E:4| 400]: Train Loss:0.0043174, Val MRR:0.08254, ice00001 +2023-05-21 11:10:40,820 - [INFO] - [E:4| 500]: Train Loss:0.0043081, Val MRR:0.08254, ice00001 +2023-05-21 11:12:14,049 - [INFO] - [E:4| 600]: Train Loss:0.004297, Val MRR:0.08254, ice00001 +2023-05-21 11:13:55,869 - [INFO] - [E:4| 700]: Train Loss:0.0042864, Val MRR:0.08254, ice00001 +2023-05-21 11:15:36,927 - [INFO] - [E:4| 800]: Train Loss:0.0042748, Val MRR:0.08254, ice00001 +2023-05-21 11:17:17,752 - [INFO] - [E:4| 900]: Train Loss:0.0042641, Val MRR:0.08254, ice00001 +2023-05-21 11:18:29,450 - [INFO] - [Epoch:4]: Training Loss:0.004257 + +2023-05-21 11:18:29,738 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:18:53,236 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:19:16,183 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.09531, Head : 0.06964, Avg : 0.08248 + +2023-05-21 11:19:16,184 - [INFO] - [Epoch 4]: Training Loss: 0.0042571, Valid MRR: 0.08254, + + + +2023-05-21 11:19:17,347 - [INFO] - [E:5| 0]: Train Loss:0.0041452, Val MRR:0.08254, ice00001 +2023-05-21 11:20:48,345 - [INFO] - [E:5| 100]: Train Loss:0.0041406, Val MRR:0.08254, ice00001 +2023-05-21 11:22:29,161 - [INFO] - [E:5| 200]: Train Loss:0.0041292, Val MRR:0.08254, ice00001 +2023-05-21 11:24:09,842 - [INFO] - [E:5| 300]: Train Loss:0.0041189, Val MRR:0.08254, ice00001 +2023-05-21 11:25:50,519 - [INFO] - [E:5| 400]: Train Loss:0.004107, Val MRR:0.08254, ice00001 +2023-05-21 11:27:30,891 - [INFO] - [E:5| 500]: Train Loss:0.0040962, Val MRR:0.08254, ice00001 +2023-05-21 11:28:59,921 - [INFO] - [E:5| 600]: Train Loss:0.0040854, Val MRR:0.08254, ice00001 +2023-05-21 11:30:38,373 - [INFO] - [E:5| 700]: Train Loss:0.0040746, Val MRR:0.08254, ice00001 +2023-05-21 11:32:16,776 - [INFO] - [E:5| 800]: Train Loss:0.0040639, Val MRR:0.08254, ice00001 +2023-05-21 11:33:55,332 - [INFO] - [E:5| 900]: Train Loss:0.0040538, Val MRR:0.08254, ice00001 +2023-05-21 11:35:04,425 - [INFO] - [Epoch:5]: Training Loss:0.004046 + +2023-05-21 11:35:04,795 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:35:27,193 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:35:49,621 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.0947, Head : 0.06993, Avg : 0.08232 + +2023-05-21 11:35:49,621 - [INFO] - [Epoch 5]: Training Loss: 0.0040463, Valid MRR: 0.08254, + + + +2023-05-21 11:35:50,708 - [INFO] - [E:6| 0]: Train Loss:0.0039617, Val MRR:0.08254, ice00001 +2023-05-21 11:37:19,419 - [INFO] - [E:6| 100]: Train Loss:0.0039326, Val MRR:0.08254, ice00001 +2023-05-21 11:38:58,296 - [INFO] - [E:6| 200]: Train Loss:0.0039224, Val MRR:0.08254, ice00001 +2023-05-21 11:40:37,813 - [INFO] - [E:6| 300]: Train Loss:0.0039121, Val MRR:0.08254, ice00001 +2023-05-21 11:42:16,823 - [INFO] - [E:6| 400]: Train Loss:0.0039036, Val MRR:0.08254, ice00001 +2023-05-21 11:43:55,666 - [INFO] - [E:6| 500]: Train Loss:0.0038937, Val MRR:0.08254, ice00001 +2023-05-21 11:45:27,875 - [INFO] - [E:6| 600]: Train Loss:0.0038836, Val MRR:0.08254, ice00001 +2023-05-21 11:47:03,007 - [INFO] - [E:6| 700]: Train Loss:0.003874, Val MRR:0.08254, ice00001 +2023-05-21 11:48:42,374 - [INFO] - [E:6| 800]: Train Loss:0.0038642, Val MRR:0.08254, ice00001 +2023-05-21 11:50:23,883 - [INFO] - [E:6| 900]: Train Loss:0.0038548, Val MRR:0.08254, ice00001 +2023-05-21 11:51:32,688 - [INFO] - [Epoch:6]: Training Loss:0.003848 + +2023-05-21 11:51:33,179 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:51:55,826 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:52:18,347 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.095, Head : 0.06919, Avg : 0.0821 + +2023-05-21 11:52:18,347 - [INFO] - [Epoch 6]: Training Loss: 0.0038482, Valid MRR: 0.08254, + + + +2023-05-21 11:52:19,541 - [INFO] - [E:7| 0]: Train Loss:0.003808, Val MRR:0.08254, ice00001 +2023-05-21 11:53:58,392 - [INFO] - [E:7| 100]: Train Loss:0.0037455, Val MRR:0.08254, ice00001 +2023-05-21 11:55:26,930 - [INFO] - [E:7| 200]: Train Loss:0.0037388, Val MRR:0.08254, ice00001 +2023-05-21 11:57:05,191 - [INFO] - [E:7| 300]: Train Loss:0.0037298, Val MRR:0.08254, ice00001 +2023-05-21 11:58:42,642 - [INFO] - [E:7| 400]: Train Loss:0.0037213, Val MRR:0.08254, ice00001 +2023-05-21 12:00:19,349 - [INFO] - [E:7| 500]: Train Loss:0.0037134, Val MRR:0.08254, ice00001 +2023-05-21 12:01:57,308 - [INFO] - [E:7| 600]: Train Loss:0.0037056, Val MRR:0.08254, ice00001 +2023-05-21 12:03:25,507 - [INFO] - [E:7| 700]: Train Loss:0.0036984, Val MRR:0.08254, ice00001 +2023-05-21 12:05:04,485 - [INFO] - [E:7| 800]: Train Loss:0.0036902, Val MRR:0.08254, ice00001 +2023-05-21 12:06:43,144 - [INFO] - [E:7| 900]: Train Loss:0.0036828, Val MRR:0.08254, ice00001 +2023-05-21 12:07:52,561 - [INFO] - [Epoch:7]: Training Loss:0.003677 + +2023-05-21 12:07:52,893 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:08:15,679 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:08:37,763 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.09535, Head : 0.0697, Avg : 0.08253 + +2023-05-21 12:08:37,763 - [INFO] - [Epoch 7]: Training Loss: 0.003677, Valid MRR: 0.08254, + + + +2023-05-21 12:08:38,858 - [INFO] - [E:8| 0]: Train Loss:0.0035613, Val MRR:0.08254, ice00001 +2023-05-21 12:10:17,514 - [INFO] - [E:8| 100]: Train Loss:0.0035953, Val MRR:0.08254, ice00001 +2023-05-21 12:11:48,568 - [INFO] - [E:8| 200]: Train Loss:0.0035904, Val MRR:0.08254, ice00001 +2023-05-21 12:13:23,658 - [INFO] - [E:8| 300]: Train Loss:0.0035823, Val MRR:0.08254, ice00001 +2023-05-21 12:15:02,437 - [INFO] - [E:8| 400]: Train Loss:0.0035763, Val MRR:0.08254, ice00001 +2023-05-21 12:16:41,155 - [INFO] - [E:8| 500]: Train Loss:0.0035697, Val MRR:0.08254, ice00001 +2023-05-21 12:18:20,787 - [INFO] - [E:8| 600]: Train Loss:0.0035635, Val MRR:0.08254, ice00001 +2023-05-21 12:19:59,626 - [INFO] - [E:8| 700]: Train Loss:0.0035568, Val MRR:0.08254, ice00001 +2023-05-21 12:21:28,328 - [INFO] - [E:8| 800]: Train Loss:0.0035503, Val MRR:0.08254, ice00001 +2023-05-21 12:23:07,150 - [INFO] - [E:8| 900]: Train Loss:0.0035439, Val MRR:0.08254, ice00001 +2023-05-21 12:24:16,719 - [INFO] - [Epoch:8]: Training Loss:0.00354 + +2023-05-21 12:24:17,218 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:24:39,757 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:25:02,054 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.09419, Head : 0.07002, Avg : 0.0821 + +2023-05-21 12:25:02,054 - [INFO] - [Epoch 8]: Training Loss: 0.0035399, Valid MRR: 0.08254, + + + +2023-05-21 12:25:02,823 - [INFO] - [E:9| 0]: Train Loss:0.0034489, Val MRR:0.08254, ice00001 +2023-05-21 12:26:42,251 - [INFO] - [E:9| 100]: Train Loss:0.003475, Val MRR:0.08254, ice00001 +2023-05-21 12:28:19,934 - [INFO] - [E:9| 200]: Train Loss:0.003473, Val MRR:0.08254, ice00001 +2023-05-21 12:29:48,480 - [INFO] - [E:9| 300]: Train Loss:0.0034693, Val MRR:0.08254, ice00001 +2023-05-21 12:31:26,915 - [INFO] - [E:9| 400]: Train Loss:0.0034656, Val MRR:0.08254, ice00001 +2023-05-21 12:33:05,316 - [INFO] - [E:9| 500]: Train Loss:0.0034602, Val MRR:0.08254, ice00001 +2023-05-21 12:34:43,710 - [INFO] - [E:9| 600]: Train Loss:0.0034562, Val MRR:0.08254, ice00001 +2023-05-21 12:36:22,151 - [INFO] - [E:9| 700]: Train Loss:0.003451, Val MRR:0.08254, ice00001 +2023-05-21 12:37:55,684 - [INFO] - [E:9| 800]: Train Loss:0.003447, Val MRR:0.08254, ice00001 +2023-05-21 12:39:32,168 - [INFO] - [E:9| 900]: Train Loss:0.0034423, Val MRR:0.08254, ice00001 +2023-05-21 12:40:41,104 - [INFO] - [Epoch:9]: Training Loss:0.003439 + +2023-05-21 12:40:41,611 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:41:04,276 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:41:26,123 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.09494, Head : 0.06954, Avg : 0.08224 + MR: Tail : 782.83, Head : 966.23, Avg : 874.53 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09868, Head : 0.06202, Avg : 0.08035 + Hit-10: Tail : 0.21083, Head : 0.15754, Avg : 0.18418 +2023-05-21 12:41:26,123 - [INFO] - [Epoch 9]: Training Loss: 0.0034393, Valid MRR: 0.08254, + + + +2023-05-21 12:41:27,266 - [INFO] - [E:10| 0]: Train Loss:0.0034043, Val MRR:0.08254, ice00001 +2023-05-21 12:43:04,474 - [INFO] - [E:10| 100]: Train Loss:0.0033925, Val MRR:0.08254, ice00001 +2023-05-21 12:44:42,878 - [INFO] - [E:10| 200]: Train Loss:0.0033955, Val MRR:0.08254, ice00001 +2023-05-21 12:46:20,500 - [INFO] - [E:10| 300]: Train Loss:0.0033925, Val MRR:0.08254, ice00001 +2023-05-21 12:47:49,303 - [INFO] - [E:10| 400]: Train Loss:0.0033878, Val MRR:0.08254, ice00001 +2023-05-21 12:49:28,222 - [INFO] - [E:10| 500]: Train Loss:0.0033864, Val MRR:0.08254, ice00001 +2023-05-21 12:51:06,916 - [INFO] - [E:10| 600]: Train Loss:0.0033843, Val MRR:0.08254, ice00001 +2023-05-21 12:52:45,372 - [INFO] - [E:10| 700]: Train Loss:0.0033821, Val MRR:0.08254, ice00001 +2023-05-21 12:54:24,217 - [INFO] - [E:10| 800]: Train Loss:0.0033796, Val MRR:0.08254, ice00001 +2023-05-21 12:55:52,217 - [INFO] - [E:10| 900]: Train Loss:0.0033773, Val MRR:0.08254, ice00001 +2023-05-21 12:57:00,352 - [INFO] - [Epoch:10]: Training Loss:0.003376 + +2023-05-21 12:57:00,604 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:57:23,091 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:57:44,929 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.0953, Head : 0.06934, Avg : 0.08232 + +2023-05-21 12:57:44,930 - [INFO] - [Epoch 10]: Training Loss: 0.0033761, Valid MRR: 0.08254, + + + +2023-05-21 12:57:46,071 - [INFO] - [E:11| 0]: Train Loss:0.0034035, Val MRR:0.08254, ice00001 +2023-05-21 12:59:23,741 - [INFO] - [E:11| 100]: Train Loss:0.0033487, Val MRR:0.08254, ice00001 +2023-05-21 13:01:01,833 - [INFO] - [E:11| 200]: Train Loss:0.0033478, Val MRR:0.08254, ice00001 +2023-05-21 13:02:40,157 - [INFO] - [E:11| 300]: Train Loss:0.0033482, Val MRR:0.08254, ice00001 +2023-05-21 13:04:07,911 - [INFO] - [E:11| 400]: Train Loss:0.0033474, Val MRR:0.08254, ice00001 +2023-05-21 13:05:46,145 - [INFO] - [E:11| 500]: Train Loss:0.0033455, Val MRR:0.08254, ice00001 +2023-05-21 13:07:24,390 - [INFO] - [E:11| 600]: Train Loss:0.0033436, Val MRR:0.08254, ice00001 +2023-05-21 13:09:01,678 - [INFO] - [E:11| 700]: Train Loss:0.0033418, Val MRR:0.08254, ice00001 +2023-05-21 13:10:39,655 - [INFO] - [E:11| 800]: Train Loss:0.003341, Val MRR:0.08254, ice00001 +2023-05-21 13:12:16,177 - [INFO] - [E:11| 900]: Train Loss:0.0033398, Val MRR:0.08254, ice00001 +2023-05-21 13:13:15,009 - [INFO] - [Epoch:11]: Training Loss:0.003339 + +2023-05-21 13:13:15,397 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:13:37,675 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:13:59,912 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.09543, Head : 0.06931, Avg : 0.08237 + +2023-05-21 13:13:59,912 - [INFO] - [Epoch 11]: Training Loss: 0.0033394, Valid MRR: 0.08254, + + + +2023-05-21 13:14:00,856 - [INFO] - [E:12| 0]: Train Loss:0.0033223, Val MRR:0.08254, ice00001 +2023-05-21 13:15:39,420 - [INFO] - [E:12| 100]: Train Loss:0.0033282, Val MRR:0.08254, ice00001 +2023-05-21 13:17:17,386 - [INFO] - [E:12| 200]: Train Loss:0.0033261, Val MRR:0.08254, ice00001 +2023-05-21 13:18:55,626 - [INFO] - [E:12| 300]: Train Loss:0.0033229, Val MRR:0.08254, ice00001 +2023-05-21 13:20:33,919 - [INFO] - [E:12| 400]: Train Loss:0.0033222, Val MRR:0.08254, ice00001 +2023-05-21 13:22:02,122 - [INFO] - [E:12| 500]: Train Loss:0.0033217, Val MRR:0.08254, ice00001 +2023-05-21 13:23:40,409 - [INFO] - [E:12| 600]: Train Loss:0.0033209, Val MRR:0.08254, ice00001 +2023-05-21 13:25:22,010 - [INFO] - [E:12| 700]: Train Loss:0.00332, Val MRR:0.08254, ice00001 +2023-05-21 13:26:59,198 - [INFO] - [E:12| 800]: Train Loss:0.0033187, Val MRR:0.08254, ice00001 +2023-05-21 13:28:37,246 - [INFO] - [E:12| 900]: Train Loss:0.0033174, Val MRR:0.08254, ice00001 +2023-05-21 13:29:45,812 - [INFO] - [Epoch:12]: Training Loss:0.003317 + +2023-05-21 13:29:46,131 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:30:03,856 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:30:19,212 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.09463, Head : 0.06961, Avg : 0.08212 + +2023-05-21 13:30:19,212 - [INFO] - [Epoch 12]: Training Loss: 0.003317, Valid MRR: 0.08254, + + + +2023-05-21 13:30:20,012 - [INFO] - [E:13| 0]: Train Loss:0.0032687, Val MRR:0.08254, ice00001 +2023-05-21 13:31:57,064 - [INFO] - [E:13| 100]: Train Loss:0.0033006, Val MRR:0.08254, ice00001 +2023-05-21 13:33:34,394 - [INFO] - [E:13| 200]: Train Loss:0.0033028, Val MRR:0.08254, ice00001 +2023-05-21 13:35:11,753 - [INFO] - [E:13| 300]: Train Loss:0.0033027, Val MRR:0.08254, ice00001 +2023-05-21 13:36:49,282 - [INFO] - [E:13| 400]: Train Loss:0.0033032, Val MRR:0.08254, ice00001 +2023-05-21 13:38:27,089 - [INFO] - [E:13| 500]: Train Loss:0.0033019, Val MRR:0.08254, ice00001 +2023-05-21 13:39:53,345 - [INFO] - [E:13| 600]: Train Loss:0.0033001, Val MRR:0.08254, ice00001 +2023-05-21 13:41:30,035 - [INFO] - [E:13| 700]: Train Loss:0.0032986, Val MRR:0.08254, ice00001 +2023-05-21 13:43:07,873 - [INFO] - [E:13| 800]: Train Loss:0.0032979, Val MRR:0.08254, ice00001 +2023-05-21 13:44:45,695 - [INFO] - [E:13| 900]: Train Loss:0.0032974, Val MRR:0.08254, ice00001 +2023-05-21 13:45:53,682 - [INFO] - [Epoch:13]: Training Loss:0.003297 + +2023-05-21 13:45:53,930 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:46:16,527 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:46:38,926 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.09549, Head : 0.06896, Avg : 0.08223 + +2023-05-21 13:46:38,926 - [INFO] - [Epoch 13]: Training Loss: 0.0032971, Valid MRR: 0.08254, + + + +2023-05-21 13:46:40,061 - [INFO] - [E:14| 0]: Train Loss:0.0032637, Val MRR:0.08254, ice00001 +2023-05-21 13:48:07,301 - [INFO] - [E:14| 100]: Train Loss:0.0032856, Val MRR:0.08254, ice00001 +2023-05-21 13:49:44,929 - [INFO] - [E:14| 200]: Train Loss:0.0032864, Val MRR:0.08254, ice00001 +2023-05-21 13:51:22,722 - [INFO] - [E:14| 300]: Train Loss:0.0032856, Val MRR:0.08254, ice00001 +2023-05-21 13:53:00,317 - [INFO] - [E:14| 400]: Train Loss:0.0032844, Val MRR:0.08254, ice00001 +2023-05-21 13:54:36,502 - [INFO] - [E:14| 500]: Train Loss:0.0032841, Val MRR:0.08254, ice00001 +2023-05-21 13:56:06,964 - [INFO] - [E:14| 600]: Train Loss:0.0032819, Val MRR:0.08254, ice00001 +2023-05-21 13:57:39,842 - [INFO] - [E:14| 700]: Train Loss:0.0032802, Val MRR:0.08254, ice00001 +2023-05-21 13:59:16,916 - [INFO] - [E:14| 800]: Train Loss:0.003279, Val MRR:0.08254, ice00001 +2023-05-21 14:00:54,760 - [INFO] - [E:14| 900]: Train Loss:0.0032777, Val MRR:0.08254, ice00001 +2023-05-21 14:02:03,440 - [INFO] - [Epoch:14]: Training Loss:0.003278 + +2023-05-21 14:02:03,764 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:02:26,415 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:02:48,384 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.09339, Head : 0.07015, Avg : 0.08177 + +2023-05-21 14:02:48,384 - [INFO] - [Epoch 14]: Training Loss: 0.0032776, Valid MRR: 0.08254, + + + +2023-05-21 14:02:49,460 - [INFO] - [E:15| 0]: Train Loss:0.0032531, Val MRR:0.08254, ice00001 +2023-05-21 14:04:27,108 - [INFO] - [E:15| 100]: Train Loss:0.0032686, Val MRR:0.08254, ice00001 +2023-05-21 14:05:54,219 - [INFO] - [E:15| 200]: Train Loss:0.0032687, Val MRR:0.08254, ice00001 +2023-05-21 14:07:32,258 - [INFO] - [E:15| 300]: Train Loss:0.0032686, Val MRR:0.08254, ice00001 +2023-05-21 14:09:09,197 - [INFO] - [E:15| 400]: Train Loss:0.0032658, Val MRR:0.08254, ice00001 +2023-05-21 14:10:45,766 - [INFO] - [E:15| 500]: Train Loss:0.0032636, Val MRR:0.08254, ice00001 +2023-05-21 14:12:22,795 - [INFO] - [E:15| 600]: Train Loss:0.0032624, Val MRR:0.08254, ice00001 +2023-05-21 14:13:53,133 - [INFO] - [E:15| 700]: Train Loss:0.0032614, Val MRR:0.08254, ice00001 +2023-05-21 14:15:30,256 - [INFO] - [E:15| 800]: Train Loss:0.0032596, Val MRR:0.08254, ice00001 +2023-05-21 14:17:06,892 - [INFO] - [E:15| 900]: Train Loss:0.0032587, Val MRR:0.08254, ice00001 +2023-05-21 14:18:15,410 - [INFO] - [Epoch:15]: Training Loss:0.003258 + +2023-05-21 14:18:15,900 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:18:38,460 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:19:00,182 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.09201, Head : 0.06502, Avg : 0.07852 + +2023-05-21 14:19:00,183 - [INFO] - [Epoch 15]: Training Loss: 0.003258, Valid MRR: 0.08254, + + + +2023-05-21 14:19:01,195 - [INFO] - [E:16| 0]: Train Loss:0.0032393, Val MRR:0.08254, ice00001 +2023-05-21 14:20:38,549 - [INFO] - [E:16| 100]: Train Loss:0.0032428, Val MRR:0.08254, ice00001 +2023-05-21 14:22:15,499 - [INFO] - [E:16| 200]: Train Loss:0.0032447, Val MRR:0.08254, ice00001 +2023-05-21 14:23:41,717 - [INFO] - [E:16| 300]: Train Loss:0.0032435, Val MRR:0.08254, ice00001 +2023-05-21 14:25:18,118 - [INFO] - [E:16| 400]: Train Loss:0.00324, Val MRR:0.08254, ice00001 +2023-05-21 14:26:54,929 - [INFO] - [E:16| 500]: Train Loss:0.0032372, Val MRR:0.08254, ice00001 +2023-05-21 14:28:32,536 - [INFO] - [E:16| 600]: Train Loss:0.0032335, Val MRR:0.08254, ice00001 +2023-05-21 14:30:09,704 - [INFO] - [E:16| 700]: Train Loss:0.0032298, Val MRR:0.08254, ice00001 +2023-05-21 14:31:37,070 - [INFO] - [E:16| 800]: Train Loss:0.0032249, Val MRR:0.08254, ice00001 +2023-05-21 14:33:14,520 - [INFO] - [E:16| 900]: Train Loss:0.0032189, Val MRR:0.08254, ice00001 +2023-05-21 14:34:23,163 - [INFO] - [Epoch:16]: Training Loss:0.003214 + +2023-05-21 14:34:23,475 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:34:45,871 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:35:07,768 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.0953, Head : 0.06896, Avg : 0.08213 + +2023-05-21 14:35:07,768 - [INFO] - [Epoch 16]: Training Loss: 0.0032141, Valid MRR: 0.08254, + + + +2023-05-21 14:35:08,541 - [INFO] - [E:17| 0]: Train Loss:0.0031859, Val MRR:0.08254, ice00001 +2023-05-21 14:36:46,415 - [INFO] - [E:17| 100]: Train Loss:0.0031358, Val MRR:0.08254, ice00001 +2023-05-21 14:38:22,746 - [INFO] - [E:17| 200]: Train Loss:0.0031304, Val MRR:0.08254, ice00001 +2023-05-21 14:39:51,751 - [INFO] - [E:17| 300]: Train Loss:0.0031197, Val MRR:0.08254, ice00001 +2023-05-21 14:41:27,210 - [INFO] - [E:17| 400]: Train Loss:0.003106, Val MRR:0.08254, ice00001 +2023-05-21 14:43:05,126 - [INFO] - [E:17| 500]: Train Loss:0.003095, Val MRR:0.08254, ice00001 +2023-05-21 14:44:42,121 - [INFO] - [E:17| 600]: Train Loss:0.0030859, Val MRR:0.08254, ice00001 +2023-05-21 14:46:20,110 - [INFO] - [E:17| 700]: Train Loss:0.0030778, Val MRR:0.08254, ice00001 +2023-05-21 14:47:58,328 - [INFO] - [E:17| 800]: Train Loss:0.0030697, Val MRR:0.08254, ice00001 +2023-05-21 14:49:25,730 - [INFO] - [E:17| 900]: Train Loss:0.0030638, Val MRR:0.08254, ice00001 +2023-05-21 14:50:34,189 - [INFO] - [Epoch:17]: Training Loss:0.003059 + +2023-05-21 14:50:34,633 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:50:57,145 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:51:18,886 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.09432, Head : 0.06985, Avg : 0.08209 + +2023-05-21 14:51:18,886 - [INFO] - [Epoch 17]: Training Loss: 0.0030591, Valid MRR: 0.08254, + + + +2023-05-21 14:51:19,902 - [INFO] - [E:18| 0]: Train Loss:0.0029766, Val MRR:0.08254, ice00001 +2023-05-21 14:52:56,407 - [INFO] - [E:18| 100]: Train Loss:0.0029949, Val MRR:0.08254, ice00001 +2023-05-21 14:54:33,715 - [INFO] - [E:18| 200]: Train Loss:0.0029904, Val MRR:0.08254, ice00001 +2023-05-21 14:56:10,725 - [INFO] - [E:18| 300]: Train Loss:0.0029864, Val MRR:0.08254, ice00001 +2023-05-21 14:57:38,073 - [INFO] - [E:18| 400]: Train Loss:0.0029837, Val MRR:0.08254, ice00001 +2023-05-21 14:59:16,083 - [INFO] - [E:18| 500]: Train Loss:0.0029796, Val MRR:0.08254, ice00001 +2023-05-21 15:00:53,464 - [INFO] - [E:18| 600]: Train Loss:0.0029768, Val MRR:0.08254, ice00001 +2023-05-21 15:02:34,235 - [INFO] - [E:18| 700]: Train Loss:0.0029743, Val MRR:0.08254, ice00001 +2023-05-21 15:04:11,774 - [INFO] - [E:18| 800]: Train Loss:0.0029723, Val MRR:0.08254, ice00001 +2023-05-21 15:05:50,082 - [INFO] - [E:18| 900]: Train Loss:0.0029697, Val MRR:0.08254, ice00001 +2023-05-21 15:06:47,837 - [INFO] - [Epoch:18]: Training Loss:0.002968 + +2023-05-21 15:06:48,198 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:07:10,213 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:07:32,242 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.09511, Head : 0.06947, Avg : 0.08229 + +2023-05-21 15:07:32,242 - [INFO] - [Epoch 18]: Training Loss: 0.0029676, Valid MRR: 0.08254, + + + +2023-05-21 15:07:33,142 - [INFO] - [E:19| 0]: Train Loss:0.0029467, Val MRR:0.08254, ice00001 +2023-05-21 15:09:10,026 - [INFO] - [E:19| 100]: Train Loss:0.0029418, Val MRR:0.08254, ice00001 +2023-05-21 15:10:47,338 - [INFO] - [E:19| 200]: Train Loss:0.0029384, Val MRR:0.08254, ice00001 +2023-05-21 15:12:25,506 - [INFO] - [E:19| 300]: Train Loss:0.0029368, Val MRR:0.08254, ice00001 +2023-05-21 15:14:03,535 - [INFO] - [E:19| 400]: Train Loss:0.0029352, Val MRR:0.08254, ice00001 +2023-05-21 15:15:30,683 - [INFO] - [E:19| 500]: Train Loss:0.0029333, Val MRR:0.08254, ice00001 +2023-05-21 15:17:08,264 - [INFO] - [E:19| 600]: Train Loss:0.0029324, Val MRR:0.08254, ice00001 +2023-05-21 15:18:45,762 - [INFO] - [E:19| 700]: Train Loss:0.0029306, Val MRR:0.08254, ice00001 +2023-05-21 15:20:23,314 - [INFO] - [E:19| 800]: Train Loss:0.002929, Val MRR:0.08254, ice00001 +2023-05-21 15:22:00,170 - [INFO] - [E:19| 900]: Train Loss:0.0029268, Val MRR:0.08254, ice00001 +2023-05-21 15:23:08,462 - [INFO] - [Epoch:19]: Training Loss:0.002926 + +2023-05-21 15:23:08,720 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:23:25,971 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:23:41,517 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.09501, Head : 0.06922, Avg : 0.08211 + MR: Tail : 876.26, Head : 1038.9, Avg : 957.57 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.10001, Head : 0.06263, Avg : 0.08132 + Hit-10: Tail : 0.21544, Head : 0.15463, Avg : 0.18503 +2023-05-21 15:23:41,517 - [INFO] - [Epoch 19]: Training Loss: 0.0029255, Valid MRR: 0.08254, + + + +2023-05-21 15:23:42,572 - [INFO] - [E:20| 0]: Train Loss:0.0028917, Val MRR:0.08254, ice00001 +2023-05-21 15:25:20,166 - [INFO] - [E:20| 100]: Train Loss:0.0029105, Val MRR:0.08254, ice00001 +2023-05-21 15:26:57,884 - [INFO] - [E:20| 200]: Train Loss:0.0029121, Val MRR:0.08254, ice00001 +2023-05-21 15:28:35,602 - [INFO] - [E:20| 300]: Train Loss:0.0029114, Val MRR:0.08254, ice00001 +2023-05-21 15:30:12,819 - [INFO] - [E:20| 400]: Train Loss:0.0029099, Val MRR:0.08254, ice00001 +2023-05-21 15:31:50,186 - [INFO] - [E:20| 500]: Train Loss:0.0029097, Val MRR:0.08254, ice00001 +2023-05-21 15:33:17,384 - [INFO] - [E:20| 600]: Train Loss:0.0029086, Val MRR:0.08254, ice00001 +2023-05-21 15:34:54,823 - [INFO] - [E:20| 700]: Train Loss:0.0029082, Val MRR:0.08254, ice00001 +2023-05-21 15:36:31,037 - [INFO] - [E:20| 800]: Train Loss:0.002908, Val MRR:0.08254, ice00001 +2023-05-21 15:38:08,352 - [INFO] - [E:20| 900]: Train Loss:0.0029076, Val MRR:0.08254, ice00001 +2023-05-21 15:39:17,153 - [INFO] - [Epoch:20]: Training Loss:0.002907 + +2023-05-21 15:39:17,532 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:39:40,230 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:40:02,535 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.09516, Head : 0.06952, Avg : 0.08234 + +2023-05-21 15:40:02,536 - [INFO] - [Epoch 20]: Training Loss: 0.0029072, Valid MRR: 0.08254, + + + +2023-05-21 15:40:03,676 - [INFO] - [E:21| 0]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 15:41:31,198 - [INFO] - [E:21| 100]: Train Loss:0.0028943, Val MRR:0.08254, ice00001 +2023-05-21 15:43:08,014 - [INFO] - [E:21| 200]: Train Loss:0.0028966, Val MRR:0.08254, ice00001 +2023-05-21 15:44:46,317 - [INFO] - [E:21| 300]: Train Loss:0.0028958, Val MRR:0.08254, ice00001 +2023-05-21 15:46:23,562 - [INFO] - [E:21| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-21 15:48:01,193 - [INFO] - [E:21| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-21 15:49:33,969 - [INFO] - [E:21| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 15:51:06,906 - [INFO] - [E:21| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 15:52:43,921 - [INFO] - [E:21| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 15:54:21,757 - [INFO] - [E:21| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 15:55:30,435 - [INFO] - [Epoch:21]: Training Loss:0.002902 + +2023-05-21 15:55:30,930 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:55:53,482 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:56:15,431 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.0955, Head : 0.06894, Avg : 0.08222 + +2023-05-21 15:56:15,431 - [INFO] - [Epoch 21]: Training Loss: 0.0029022, Valid MRR: 0.08254, + + + +2023-05-21 15:56:16,441 - [INFO] - [E:22| 0]: Train Loss:0.0028676, Val MRR:0.08254, ice00001 +2023-05-21 15:57:54,408 - [INFO] - [E:22| 100]: Train Loss:0.002906, Val MRR:0.08254, ice00001 +2023-05-21 15:59:21,360 - [INFO] - [E:22| 200]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-21 16:00:59,149 - [INFO] - [E:22| 300]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 16:02:36,140 - [INFO] - [E:22| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 16:04:13,763 - [INFO] - [E:22| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-21 16:05:49,991 - [INFO] - [E:22| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 16:07:17,036 - [INFO] - [E:22| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 16:08:54,526 - [INFO] - [E:22| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 16:10:32,547 - [INFO] - [E:22| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 16:11:41,294 - [INFO] - [Epoch:22]: Training Loss:0.002902 + +2023-05-21 16:11:41,672 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 16:12:04,483 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 16:12:26,652 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.09475, Head : 0.06939, Avg : 0.08207 + +2023-05-21 16:12:26,652 - [INFO] - [Epoch 22]: Training Loss: 0.0029017, Valid MRR: 0.08254, + + + +2023-05-21 16:12:27,793 - [INFO] - [E:23| 0]: Train Loss:0.0029466, Val MRR:0.08254, ice00001 +2023-05-21 16:14:05,276 - [INFO] - [E:23| 100]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-21 16:15:42,723 - [INFO] - [E:23| 200]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-21 16:17:10,001 - [INFO] - [E:23| 300]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-21 16:18:47,010 - [INFO] - [E:23| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-21 16:20:23,142 - [INFO] - [E:23| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 16:22:00,733 - [INFO] - [E:23| 600]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 16:23:37,705 - [INFO] - [E:23| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 16:25:04,521 - [INFO] - [E:23| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 16:26:42,152 - [INFO] - [E:23| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 16:27:50,728 - [INFO] - [Epoch:23]: Training Loss:0.002901 + +2023-05-21 16:27:51,106 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 16:28:14,016 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 16:28:36,181 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.09357, Head : 0.06961, Avg : 0.08159 + +2023-05-21 16:28:36,181 - [INFO] - [Epoch 23]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-21 16:28:37,305 - [INFO] - [E:24| 0]: Train Loss:0.0030078, Val MRR:0.08254, ice00001 +2023-05-21 16:30:14,967 - [INFO] - [E:24| 100]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 16:31:52,717 - [INFO] - [E:24| 200]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 16:33:22,121 - [INFO] - [E:24| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 16:34:55,675 - [INFO] - [E:24| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 16:36:33,477 - [INFO] - [E:24| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 16:38:13,459 - [INFO] - [E:24| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-21 16:39:51,536 - [INFO] - [E:24| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 16:41:29,489 - [INFO] - [E:24| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 16:42:56,229 - [INFO] - [E:24| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 16:44:04,489 - [INFO] - [Epoch:24]: Training Loss:0.002902 + +2023-05-21 16:44:04,942 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 16:44:27,883 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 16:44:50,068 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.09564, Head : 0.0691, Avg : 0.08237 + +2023-05-21 16:44:50,068 - [INFO] - [Epoch 24]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 16:44:50,990 - [INFO] - [E:25| 0]: Train Loss:0.0028768, Val MRR:0.08254, ice00001 +2023-05-21 16:46:28,955 - [INFO] - [E:25| 100]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-21 16:48:06,048 - [INFO] - [E:25| 200]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-21 16:49:42,705 - [INFO] - [E:25| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 16:51:09,552 - [INFO] - [E:25| 400]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 16:52:47,068 - [INFO] - [E:25| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 16:54:24,714 - [INFO] - [E:25| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 16:56:02,266 - [INFO] - [E:25| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 16:57:40,237 - [INFO] - [E:25| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 16:59:17,706 - [INFO] - [E:25| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 17:00:16,094 - [INFO] - [Epoch:25]: Training Loss:0.002901 + +2023-05-21 17:00:16,596 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:00:39,166 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:01:01,374 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.09421, Head : 0.06878, Avg : 0.0815 + +2023-05-21 17:01:01,374 - [INFO] - [Epoch 25]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 17:01:02,148 - [INFO] - [E:26| 0]: Train Loss:0.0028624, Val MRR:0.08254, ice00001 +2023-05-21 17:02:39,222 - [INFO] - [E:26| 100]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-21 17:04:17,459 - [INFO] - [E:26| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 17:05:55,499 - [INFO] - [E:26| 300]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 17:07:34,123 - [INFO] - [E:26| 400]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 17:09:01,203 - [INFO] - [E:26| 500]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 17:10:39,083 - [INFO] - [E:26| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 17:12:17,118 - [INFO] - [E:26| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 17:13:54,787 - [INFO] - [E:26| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 17:15:32,304 - [INFO] - [E:26| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 17:16:40,568 - [INFO] - [Epoch:26]: Training Loss:0.002901 + +2023-05-21 17:16:40,902 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:16:56,221 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:17:13,262 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.09302, Head : 0.06981, Avg : 0.08141 + +2023-05-21 17:17:13,262 - [INFO] - [Epoch 26]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 17:17:14,094 - [INFO] - [E:27| 0]: Train Loss:0.002913, Val MRR:0.08254, ice00001 +2023-05-21 17:18:51,712 - [INFO] - [E:27| 100]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-21 17:20:30,112 - [INFO] - [E:27| 200]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 17:22:08,170 - [INFO] - [E:27| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 17:23:45,764 - [INFO] - [E:27| 400]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-21 17:25:22,984 - [INFO] - [E:27| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 17:26:53,463 - [INFO] - [E:27| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 17:28:31,227 - [INFO] - [E:27| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 17:30:08,814 - [INFO] - [E:27| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 17:31:45,161 - [INFO] - [E:27| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 17:32:52,804 - [INFO] - [Epoch:27]: Training Loss:0.002902 + +2023-05-21 17:32:53,159 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:33:15,750 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:33:37,748 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.09524, Head : 0.06918, Avg : 0.08221 + +2023-05-21 17:33:37,748 - [INFO] - [Epoch 27]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 17:33:38,886 - [INFO] - [E:28| 0]: Train Loss:0.0028744, Val MRR:0.08254, ice00001 +2023-05-21 17:35:05,625 - [INFO] - [E:28| 100]: Train Loss:0.0028962, Val MRR:0.08254, ice00001 +2023-05-21 17:36:43,530 - [INFO] - [E:28| 200]: Train Loss:0.0028957, Val MRR:0.08254, ice00001 +2023-05-21 17:38:21,744 - [INFO] - [E:28| 300]: Train Loss:0.0028967, Val MRR:0.08254, ice00001 +2023-05-21 17:39:58,900 - [INFO] - [E:28| 400]: Train Loss:0.0028982, Val MRR:0.08254, ice00001 +2023-05-21 17:41:36,048 - [INFO] - [E:28| 500]: Train Loss:0.0028992, Val MRR:0.08254, ice00001 +2023-05-21 17:43:08,699 - [INFO] - [E:28| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 17:44:41,247 - [INFO] - [E:28| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 17:46:17,854 - [INFO] - [E:28| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 17:47:54,606 - [INFO] - [E:28| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 17:49:03,571 - [INFO] - [Epoch:28]: Training Loss:0.002901 + +2023-05-21 17:49:03,839 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:49:26,284 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:49:48,806 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.09487, Head : 0.06903, Avg : 0.08195 + +2023-05-21 17:49:48,806 - [INFO] - [Epoch 28]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 17:49:49,932 - [INFO] - [E:29| 0]: Train Loss:0.0029188, Val MRR:0.08254, ice00001 +2023-05-21 17:51:27,630 - [INFO] - [E:29| 100]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 17:52:55,349 - [INFO] - [E:29| 200]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 17:54:32,755 - [INFO] - [E:29| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 17:56:10,163 - [INFO] - [E:29| 400]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-21 17:57:47,884 - [INFO] - [E:29| 500]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-21 17:59:25,272 - [INFO] - [E:29| 600]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 18:00:51,501 - [INFO] - [E:29| 700]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 18:02:28,732 - [INFO] - [E:29| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 18:04:06,575 - [INFO] - [E:29| 900]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 18:05:15,259 - [INFO] - [Epoch:29]: Training Loss:0.002902 + +2023-05-21 18:05:15,595 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:05:38,412 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:06:00,335 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.09311, Head : 0.06965, Avg : 0.08138 + MR: Tail : 834.87, Head : 983.42, Avg : 909.15 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.08181, Head : 0.06506, Avg : 0.07343 + Hit-10: Tail : 0.21022, Head : 0.15706, Avg : 0.18364 +2023-05-21 18:06:00,335 - [INFO] - [Epoch 29]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 18:06:01,377 - [INFO] - [E:30| 0]: Train Loss:0.0029383, Val MRR:0.08254, ice00001 +2023-05-21 18:07:39,416 - [INFO] - [E:30| 100]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 18:09:12,402 - [INFO] - [E:30| 200]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-21 18:10:44,050 - [INFO] - [E:30| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 18:12:21,406 - [INFO] - [E:30| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 18:13:58,764 - [INFO] - [E:30| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 18:15:37,262 - [INFO] - [E:30| 600]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 18:17:15,141 - [INFO] - [E:30| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 18:18:42,184 - [INFO] - [E:30| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 18:20:20,118 - [INFO] - [E:30| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 18:21:28,434 - [INFO] - [Epoch:30]: Training Loss:0.002901 + +2023-05-21 18:21:28,812 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:21:51,392 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:22:13,261 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.09253, Head : 0.07025, Avg : 0.08139 + +2023-05-21 18:22:13,261 - [INFO] - [Epoch 30]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 18:22:14,403 - [INFO] - [E:31| 0]: Train Loss:0.0029163, Val MRR:0.08254, ice00001 +2023-05-21 18:23:51,171 - [INFO] - [E:31| 100]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-21 18:25:29,438 - [INFO] - [E:31| 200]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 18:26:56,223 - [INFO] - [E:31| 300]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-21 18:28:33,188 - [INFO] - [E:31| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-21 18:30:09,953 - [INFO] - [E:31| 500]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 18:31:47,033 - [INFO] - [E:31| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 18:33:24,313 - [INFO] - [E:31| 700]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 18:35:02,455 - [INFO] - [E:31| 800]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 18:36:30,394 - [INFO] - [E:31| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 18:37:39,058 - [INFO] - [Epoch:31]: Training Loss:0.002901 + +2023-05-21 18:37:39,553 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:38:02,098 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:38:24,019 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.09474, Head : 0.06924, Avg : 0.08199 + +2023-05-21 18:38:24,020 - [INFO] - [Epoch 31]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-21 18:38:25,079 - [INFO] - [E:32| 0]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 18:40:02,812 - [INFO] - [E:32| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-21 18:41:40,029 - [INFO] - [E:32| 200]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 18:43:17,110 - [INFO] - [E:32| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 18:44:43,532 - [INFO] - [E:32| 400]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 18:46:21,260 - [INFO] - [E:32| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 18:47:58,764 - [INFO] - [E:32| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 18:49:36,749 - [INFO] - [E:32| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 18:51:14,479 - [INFO] - [E:32| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 18:52:48,436 - [INFO] - [E:32| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 18:53:51,067 - [INFO] - [Epoch:32]: Training Loss:0.002901 + +2023-05-21 18:53:51,571 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:54:13,946 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:54:36,292 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.0949, Head : 0.06939, Avg : 0.08215 + +2023-05-21 18:54:36,292 - [INFO] - [Epoch 32]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 18:54:37,099 - [INFO] - [E:33| 0]: Train Loss:0.0029128, Val MRR:0.08254, ice00001 +2023-05-21 18:56:14,830 - [INFO] - [E:33| 100]: Train Loss:0.0029051, Val MRR:0.08254, ice00001 +2023-05-21 18:57:52,327 - [INFO] - [E:33| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-21 18:59:28,977 - [INFO] - [E:33| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 19:01:06,781 - [INFO] - [E:33| 400]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 19:02:35,963 - [INFO] - [E:33| 500]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-21 19:04:13,501 - [INFO] - [E:33| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 19:05:51,047 - [INFO] - [E:33| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-21 19:07:29,147 - [INFO] - [E:33| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 19:09:06,273 - [INFO] - [E:33| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 19:10:14,437 - [INFO] - [Epoch:33]: Training Loss:0.002902 + +2023-05-21 19:10:14,646 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:10:27,957 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:10:49,238 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.09495, Head : 0.06898, Avg : 0.08197 + +2023-05-21 19:10:49,238 - [INFO] - [Epoch 33]: Training Loss: 0.0029017, Valid MRR: 0.08254, + + + +2023-05-21 19:10:50,033 - [INFO] - [E:34| 0]: Train Loss:0.0029805, Val MRR:0.08254, ice00001 +2023-05-21 19:12:27,633 - [INFO] - [E:34| 100]: Train Loss:0.0028954, Val MRR:0.08254, ice00001 +2023-05-21 19:14:04,678 - [INFO] - [E:34| 200]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-21 19:15:42,655 - [INFO] - [E:34| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-21 19:17:20,033 - [INFO] - [E:34| 400]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-21 19:18:54,804 - [INFO] - [E:34| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 19:20:25,630 - [INFO] - [E:34| 600]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-21 19:22:03,876 - [INFO] - [E:34| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 19:23:41,523 - [INFO] - [E:34| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 19:25:19,608 - [INFO] - [E:34| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 19:26:28,524 - [INFO] - [Epoch:34]: Training Loss:0.002902 + +2023-05-21 19:26:28,860 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:26:50,711 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:27:12,781 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.09317, Head : 0.06954, Avg : 0.08135 + +2023-05-21 19:27:12,782 - [INFO] - [Epoch 34]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 19:27:13,906 - [INFO] - [E:35| 0]: Train Loss:0.0028627, Val MRR:0.08254, ice00001 +2023-05-21 19:28:40,592 - [INFO] - [E:35| 100]: Train Loss:0.0028976, Val MRR:0.08254, ice00001 +2023-05-21 19:30:17,993 - [INFO] - [E:35| 200]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 19:31:55,872 - [INFO] - [E:35| 300]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 19:33:33,198 - [INFO] - [E:35| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 19:35:10,852 - [INFO] - [E:35| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 19:36:38,132 - [INFO] - [E:35| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 19:38:15,357 - [INFO] - [E:35| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 19:39:52,871 - [INFO] - [E:35| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 19:41:29,885 - [INFO] - [E:35| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 19:42:38,062 - [INFO] - [Epoch:35]: Training Loss:0.002901 + +2023-05-21 19:42:38,517 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:43:00,786 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:43:23,340 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.09582, Head : 0.06892, Avg : 0.08237 + +2023-05-21 19:43:23,340 - [INFO] - [Epoch 35]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 19:43:24,443 - [INFO] - [E:36| 0]: Train Loss:0.0030218, Val MRR:0.08254, ice00001 +2023-05-21 19:44:57,852 - [INFO] - [E:36| 100]: Train Loss:0.0029062, Val MRR:0.08254, ice00001 +2023-05-21 19:46:29,497 - [INFO] - [E:36| 200]: Train Loss:0.0029057, Val MRR:0.08254, ice00001 +2023-05-21 19:48:06,714 - [INFO] - [E:36| 300]: Train Loss:0.0029046, Val MRR:0.08254, ice00001 +2023-05-21 19:49:44,411 - [INFO] - [E:36| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 19:51:24,435 - [INFO] - [E:36| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 19:53:01,869 - [INFO] - [E:36| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 19:54:29,284 - [INFO] - [E:36| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 19:56:06,153 - [INFO] - [E:36| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 19:57:43,226 - [INFO] - [E:36| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 19:58:52,024 - [INFO] - [Epoch:36]: Training Loss:0.002902 + +2023-05-21 19:58:52,525 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:59:15,174 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:59:37,240 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.09537, Head : 0.06908, Avg : 0.08223 + +2023-05-21 19:59:37,240 - [INFO] - [Epoch 36]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 19:59:38,260 - [INFO] - [E:37| 0]: Train Loss:0.0028665, Val MRR:0.08254, ice00001 +2023-05-21 20:01:15,936 - [INFO] - [E:37| 100]: Train Loss:0.0028992, Val MRR:0.08254, ice00001 +2023-05-21 20:02:43,193 - [INFO] - [E:37| 200]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-21 20:04:20,440 - [INFO] - [E:37| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 20:05:58,441 - [INFO] - [E:37| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 20:07:36,385 - [INFO] - [E:37| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 20:09:13,456 - [INFO] - [E:37| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 20:10:49,902 - [INFO] - [E:37| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 20:12:16,694 - [INFO] - [E:37| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 20:13:54,672 - [INFO] - [E:37| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 20:15:03,353 - [INFO] - [Epoch:37]: Training Loss:0.002902 + +2023-05-21 20:15:03,686 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:15:26,516 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:15:48,641 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.09435, Head : 0.06937, Avg : 0.08186 + +2023-05-21 20:15:48,641 - [INFO] - [Epoch 37]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 20:15:49,696 - [INFO] - [E:38| 0]: Train Loss:0.0029496, Val MRR:0.08254, ice00001 +2023-05-21 20:17:26,382 - [INFO] - [E:38| 100]: Train Loss:0.0029049, Val MRR:0.08254, ice00001 +2023-05-21 20:19:03,781 - [INFO] - [E:38| 200]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-21 20:20:31,142 - [INFO] - [E:38| 300]: Train Loss:0.0029046, Val MRR:0.08254, ice00001 +2023-05-21 20:22:08,753 - [INFO] - [E:38| 400]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-21 20:23:46,036 - [INFO] - [E:38| 500]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-21 20:25:22,237 - [INFO] - [E:38| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 20:26:59,719 - [INFO] - [E:38| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 20:28:35,137 - [INFO] - [E:38| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 20:30:04,872 - [INFO] - [E:38| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 20:31:13,715 - [INFO] - [Epoch:38]: Training Loss:0.002902 + +2023-05-21 20:31:14,064 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:31:36,889 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:31:58,883 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.09472, Head : 0.06953, Avg : 0.08212 + +2023-05-21 20:31:58,883 - [INFO] - [Epoch 38]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 20:31:59,919 - [INFO] - [E:39| 0]: Train Loss:0.002941, Val MRR:0.08254, ice00001 +2023-05-21 20:33:37,142 - [INFO] - [E:39| 100]: Train Loss:0.0028984, Val MRR:0.08254, ice00001 +2023-05-21 20:35:14,717 - [INFO] - [E:39| 200]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 20:36:52,565 - [INFO] - [E:39| 300]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-21 20:38:19,649 - [INFO] - [E:39| 400]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 20:39:58,421 - [INFO] - [E:39| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 20:41:36,862 - [INFO] - [E:39| 600]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 20:43:14,635 - [INFO] - [E:39| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 20:44:52,362 - [INFO] - [E:39| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 20:46:20,152 - [INFO] - [E:39| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 20:47:27,964 - [INFO] - [Epoch:39]: Training Loss:0.002901 + +2023-05-21 20:47:28,215 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:47:50,565 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:48:12,833 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.09427, Head : 0.0695, Avg : 0.08188 + MR: Tail : 828.91, Head : 1009.2, Avg : 919.04 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09868, Head : 0.06202, Avg : 0.08035 + Hit-10: Tail : 0.20002, Head : 0.15949, Avg : 0.17975 +2023-05-21 20:48:12,833 - [INFO] - [Epoch 39]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-21 20:48:13,952 - [INFO] - [E:40| 0]: Train Loss:0.0028476, Val MRR:0.08254, ice00001 +2023-05-21 20:49:52,238 - [INFO] - [E:40| 100]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-21 20:51:30,047 - [INFO] - [E:40| 200]: Train Loss:0.0029059, Val MRR:0.08254, ice00001 +2023-05-21 20:53:07,382 - [INFO] - [E:40| 300]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-21 20:54:42,970 - [INFO] - [E:40| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-21 20:56:11,108 - [INFO] - [E:40| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 20:57:49,075 - [INFO] - [E:40| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 20:59:26,990 - [INFO] - [E:40| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 21:01:04,770 - [INFO] - [E:40| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 21:02:41,922 - [INFO] - [E:40| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 21:03:42,707 - [INFO] - [Epoch:40]: Training Loss:0.002902 + +2023-05-21 21:03:42,916 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:04:03,135 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:04:25,439 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.09494, Head : 0.06884, Avg : 0.08189 + +2023-05-21 21:04:25,439 - [INFO] - [Epoch 40]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 21:04:26,340 - [INFO] - [E:41| 0]: Train Loss:0.0029511, Val MRR:0.08254, ice00001 +2023-05-21 21:06:04,033 - [INFO] - [E:41| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 21:07:41,223 - [INFO] - [E:41| 200]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-21 21:09:17,882 - [INFO] - [E:41| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 21:10:55,382 - [INFO] - [E:41| 400]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-21 21:12:22,059 - [INFO] - [E:41| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 21:13:59,471 - [INFO] - [E:41| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 21:15:37,018 - [INFO] - [E:41| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 21:17:14,943 - [INFO] - [E:41| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 21:18:52,614 - [INFO] - [E:41| 900]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 21:20:01,052 - [INFO] - [Epoch:41]: Training Loss:0.002901 + +2023-05-21 21:20:01,433 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:20:24,179 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:20:46,576 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.09463, Head : 0.06896, Avg : 0.08179 + +2023-05-21 21:20:46,576 - [INFO] - [Epoch 41]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 21:20:47,784 - [INFO] - [E:42| 0]: Train Loss:0.0029098, Val MRR:0.08254, ice00001 +2023-05-21 21:22:14,252 - [INFO] - [E:42| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-21 21:23:50,782 - [INFO] - [E:42| 200]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 21:25:28,413 - [INFO] - [E:42| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 21:27:08,079 - [INFO] - [E:42| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 21:28:45,813 - [INFO] - [E:42| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-21 21:30:12,898 - [INFO] - [E:42| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 21:31:50,625 - [INFO] - [E:42| 700]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 21:33:28,457 - [INFO] - [E:42| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-21 21:35:06,301 - [INFO] - [E:42| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 21:36:15,205 - [INFO] - [Epoch:42]: Training Loss:0.002901 + +2023-05-21 21:36:15,457 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:36:37,748 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:36:59,858 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.09179, Head : 0.06491, Avg : 0.07835 + +2023-05-21 21:36:59,858 - [INFO] - [Epoch 42]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 21:37:00,798 - [INFO] - [E:43| 0]: Train Loss:0.0029293, Val MRR:0.08254, ice00001 +2023-05-21 21:38:28,770 - [INFO] - [E:43| 100]: Train Loss:0.002899, Val MRR:0.08254, ice00001 +2023-05-21 21:40:04,856 - [INFO] - [E:43| 200]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 21:41:42,993 - [INFO] - [E:43| 300]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 21:43:20,804 - [INFO] - [E:43| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 21:44:58,685 - [INFO] - [E:43| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 21:46:35,527 - [INFO] - [E:43| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-21 21:48:03,069 - [INFO] - [E:43| 700]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 21:49:41,014 - [INFO] - [E:43| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 21:51:18,088 - [INFO] - [E:43| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 21:52:25,963 - [INFO] - [Epoch:43]: Training Loss:0.002901 + +2023-05-21 21:52:26,297 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:52:48,666 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:53:10,890 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.09512, Head : 0.06938, Avg : 0.08225 + +2023-05-21 21:53:10,890 - [INFO] - [Epoch 43]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 21:53:12,001 - [INFO] - [E:44| 0]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-21 21:54:49,643 - [INFO] - [E:44| 100]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 21:56:17,344 - [INFO] - [E:44| 200]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 21:57:54,681 - [INFO] - [E:44| 300]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 21:59:32,675 - [INFO] - [E:44| 400]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 22:01:10,197 - [INFO] - [E:44| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 22:02:47,599 - [INFO] - [E:44| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 22:04:25,015 - [INFO] - [E:44| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 22:05:51,698 - [INFO] - [E:44| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 22:07:28,050 - [INFO] - [E:44| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 22:08:36,470 - [INFO] - [Epoch:44]: Training Loss:0.002902 + +2023-05-21 22:08:36,848 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:08:59,366 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:09:21,270 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.09188, Head : 0.07011, Avg : 0.08099 + +2023-05-21 22:09:21,270 - [INFO] - [Epoch 44]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 22:09:22,392 - [INFO] - [E:45| 0]: Train Loss:0.0028829, Val MRR:0.08254, ice00001 +2023-05-21 22:11:00,141 - [INFO] - [E:45| 100]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 22:12:37,609 - [INFO] - [E:45| 200]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 22:14:05,151 - [INFO] - [E:45| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-21 22:15:44,872 - [INFO] - [E:45| 400]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 22:17:23,261 - [INFO] - [E:45| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-21 22:19:00,959 - [INFO] - [E:45| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 22:20:37,398 - [INFO] - [E:45| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 22:22:04,289 - [INFO] - [E:45| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 22:23:41,431 - [INFO] - [E:45| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 22:24:50,446 - [INFO] - [Epoch:45]: Training Loss:0.002902 + +2023-05-21 22:24:50,697 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:25:13,446 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:25:35,742 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.09496, Head : 0.06927, Avg : 0.08211 + +2023-05-21 22:25:35,742 - [INFO] - [Epoch 45]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 22:25:36,858 - [INFO] - [E:46| 0]: Train Loss:0.0028528, Val MRR:0.08254, ice00001 +2023-05-21 22:27:14,947 - [INFO] - [E:46| 100]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-21 22:28:53,074 - [INFO] - [E:46| 200]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-21 22:30:31,541 - [INFO] - [E:46| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 22:31:58,825 - [INFO] - [E:46| 400]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-21 22:33:36,560 - [INFO] - [E:46| 500]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 22:35:13,183 - [INFO] - [E:46| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 22:36:50,442 - [INFO] - [E:46| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 22:38:27,601 - [INFO] - [E:46| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 22:39:54,987 - [INFO] - [E:46| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 22:41:03,746 - [INFO] - [Epoch:46]: Training Loss:0.002901 + +2023-05-21 22:41:04,208 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:41:26,817 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:41:49,299 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.09498, Head : 0.06893, Avg : 0.08196 + +2023-05-21 22:41:49,299 - [INFO] - [Epoch 46]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-21 22:41:50,207 - [INFO] - [E:47| 0]: Train Loss:0.0028679, Val MRR:0.08254, ice00001 +2023-05-21 22:43:27,978 - [INFO] - [E:47| 100]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-21 22:45:05,880 - [INFO] - [E:47| 200]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-21 22:46:43,348 - [INFO] - [E:47| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-21 22:48:13,379 - [INFO] - [E:47| 400]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-21 22:49:47,596 - [INFO] - [E:47| 500]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 22:51:24,755 - [INFO] - [E:47| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 22:53:02,384 - [INFO] - [E:47| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 22:54:39,857 - [INFO] - [E:47| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 22:56:17,638 - [INFO] - [E:47| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 22:57:15,629 - [INFO] - [Epoch:47]: Training Loss:0.002901 + +2023-05-21 22:57:16,121 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:57:38,576 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:58:00,364 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.09369, Head : 0.0688, Avg : 0.08125 + +2023-05-21 22:58:00,364 - [INFO] - [Epoch 47]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 22:58:01,508 - [INFO] - [E:48| 0]: Train Loss:0.002916, Val MRR:0.08254, ice00001 +2023-05-21 22:59:38,543 - [INFO] - [E:48| 100]: Train Loss:0.0029056, Val MRR:0.08254, ice00001 +2023-05-21 23:01:16,405 - [INFO] - [E:48| 200]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-21 23:02:53,715 - [INFO] - [E:48| 300]: Train Loss:0.0029049, Val MRR:0.08254, ice00001 +2023-05-21 23:04:32,521 - [INFO] - [E:48| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-21 23:05:59,311 - [INFO] - [E:48| 500]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-21 23:07:36,977 - [INFO] - [E:48| 600]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-21 23:09:14,913 - [INFO] - [E:48| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 23:10:52,619 - [INFO] - [E:48| 800]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 23:12:30,558 - [INFO] - [E:48| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 23:13:39,487 - [INFO] - [Epoch:48]: Training Loss:0.002901 + +2023-05-21 23:13:39,800 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:14:02,075 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:14:18,727 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.09298, Head : 0.0643, Avg : 0.07864 + +2023-05-21 23:14:18,727 - [INFO] - [Epoch 48]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 23:14:19,370 - [INFO] - [E:49| 0]: Train Loss:0.0029104, Val MRR:0.08254, ice00001 +2023-05-21 23:15:51,547 - [INFO] - [E:49| 100]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-21 23:17:28,764 - [INFO] - [E:49| 200]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-21 23:19:05,375 - [INFO] - [E:49| 300]: Train Loss:0.0028984, Val MRR:0.08254, ice00001 +2023-05-21 23:20:42,561 - [INFO] - [E:49| 400]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-21 23:22:20,530 - [INFO] - [E:49| 500]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-21 23:23:47,849 - [INFO] - [E:49| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 23:25:25,141 - [INFO] - [E:49| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 23:27:02,355 - [INFO] - [E:49| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 23:28:40,500 - [INFO] - [E:49| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 23:29:48,723 - [INFO] - [Epoch:49]: Training Loss:0.002902 + +2023-05-21 23:29:49,103 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:30:11,763 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:30:33,968 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.0941, Head : 0.06977, Avg : 0.08193 + MR: Tail : 767.31, Head : 922.11, Avg : 844.71 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09868, Head : 0.06202, Avg : 0.08035 + Hit-10: Tail : 0.20706, Head : 0.16021, Avg : 0.18364 +2023-05-21 23:30:33,968 - [INFO] - [Epoch 49]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 23:30:35,169 - [INFO] - [E:50| 0]: Train Loss:0.0029099, Val MRR:0.08254, ice00001 +2023-05-21 23:32:02,269 - [INFO] - [E:50| 100]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-21 23:33:38,420 - [INFO] - [E:50| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 23:35:15,769 - [INFO] - [E:50| 300]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 23:36:53,353 - [INFO] - [E:50| 400]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 23:38:31,416 - [INFO] - [E:50| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-21 23:40:09,163 - [INFO] - [E:50| 600]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 23:41:36,334 - [INFO] - [E:50| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 23:43:14,551 - [INFO] - [E:50| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 23:44:52,414 - [INFO] - [E:50| 900]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-21 23:46:01,098 - [INFO] - [Epoch:50]: Training Loss:0.002901 + +2023-05-21 23:46:01,477 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:46:23,802 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:46:45,702 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.0955, Head : 0.06875, Avg : 0.08212 + +2023-05-21 23:46:45,702 - [INFO] - [Epoch 50]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 23:46:46,808 - [INFO] - [E:51| 0]: Train Loss:0.0029667, Val MRR:0.08254, ice00001 +2023-05-21 23:48:23,437 - [INFO] - [E:51| 100]: Train Loss:0.002907, Val MRR:0.08254, ice00001 +2023-05-21 23:49:50,458 - [INFO] - [E:51| 200]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-21 23:51:30,589 - [INFO] - [E:51| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 23:53:08,045 - [INFO] - [E:51| 400]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-21 23:54:45,749 - [INFO] - [E:51| 500]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-21 23:56:23,816 - [INFO] - [E:51| 600]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-21 23:57:55,683 - [INFO] - [E:51| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 23:59:28,935 - [INFO] - [E:51| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 00:01:06,592 - [INFO] - [E:51| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 00:02:14,219 - [INFO] - [Epoch:51]: Training Loss:0.002901 + +2023-05-22 00:02:14,598 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:02:36,888 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:02:58,773 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.09388, Head : 0.06987, Avg : 0.08188 + +2023-05-22 00:02:58,773 - [INFO] - [Epoch 51]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 00:02:59,907 - [INFO] - [E:52| 0]: Train Loss:0.002908, Val MRR:0.08254, ice00001 +2023-05-22 00:04:37,236 - [INFO] - [E:52| 100]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-22 00:06:14,463 - [INFO] - [E:52| 200]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 00:07:41,182 - [INFO] - [E:52| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 00:09:18,943 - [INFO] - [E:52| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 00:10:56,892 - [INFO] - [E:52| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 00:12:34,820 - [INFO] - [E:52| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 00:14:12,628 - [INFO] - [E:52| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 00:15:39,839 - [INFO] - [E:52| 800]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 00:17:16,778 - [INFO] - [E:52| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 00:18:25,716 - [INFO] - [Epoch:52]: Training Loss:0.002901 + +2023-05-22 00:18:26,047 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:18:48,896 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:19:11,118 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.09493, Head : 0.06935, Avg : 0.08214 + +2023-05-22 00:19:11,118 - [INFO] - [Epoch 52]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 00:19:12,179 - [INFO] - [E:53| 0]: Train Loss:0.0028624, Val MRR:0.08254, ice00001 +2023-05-22 00:20:49,875 - [INFO] - [E:53| 100]: Train Loss:0.0028987, Val MRR:0.08254, ice00001 +2023-05-22 00:22:27,567 - [INFO] - [E:53| 200]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 00:23:59,881 - [INFO] - [E:53| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 00:25:32,668 - [INFO] - [E:53| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 00:27:10,678 - [INFO] - [E:53| 500]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 00:28:47,756 - [INFO] - [E:53| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 00:30:24,597 - [INFO] - [E:53| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 00:32:00,796 - [INFO] - [E:53| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 00:33:27,969 - [INFO] - [E:53| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 00:34:36,976 - [INFO] - [Epoch:53]: Training Loss:0.002901 + +2023-05-22 00:34:37,230 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:34:59,666 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:35:22,307 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.09509, Head : 0.06937, Avg : 0.08223 + +2023-05-22 00:35:22,307 - [INFO] - [Epoch 53]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 00:35:23,427 - [INFO] - [E:54| 0]: Train Loss:0.0029331, Val MRR:0.08254, ice00001 +2023-05-22 00:37:01,197 - [INFO] - [E:54| 100]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 00:38:38,964 - [INFO] - [E:54| 200]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 00:40:18,723 - [INFO] - [E:54| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 00:41:46,275 - [INFO] - [E:54| 400]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 00:43:24,226 - [INFO] - [E:54| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 00:45:02,234 - [INFO] - [E:54| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 00:46:38,835 - [INFO] - [E:54| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 00:48:16,325 - [INFO] - [E:54| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 00:49:54,363 - [INFO] - [E:54| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 00:50:52,333 - [INFO] - [Epoch:54]: Training Loss:0.002902 + +2023-05-22 00:50:52,791 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:51:15,345 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:51:37,790 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.09424, Head : 0.069, Avg : 0.08162 + +2023-05-22 00:51:37,790 - [INFO] - [Epoch 54]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 00:51:38,845 - [INFO] - [E:55| 0]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 00:53:16,452 - [INFO] - [E:55| 100]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 00:54:53,838 - [INFO] - [E:55| 200]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 00:56:31,437 - [INFO] - [E:55| 300]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 00:58:09,157 - [INFO] - [E:55| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 00:59:35,604 - [INFO] - [E:55| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 01:01:12,118 - [INFO] - [E:55| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 01:02:49,972 - [INFO] - [E:55| 700]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 01:04:27,498 - [INFO] - [E:55| 800]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 01:06:04,926 - [INFO] - [E:55| 900]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 01:07:13,603 - [INFO] - [Epoch:55]: Training Loss:0.002901 + +2023-05-22 01:07:14,129 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:07:32,282 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:07:46,711 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.09588, Head : 0.06875, Avg : 0.08231 + +2023-05-22 01:07:46,711 - [INFO] - [Epoch 55]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 01:07:47,797 - [INFO] - [E:56| 0]: Train Loss:0.0028953, Val MRR:0.08254, ice00001 +2023-05-22 01:09:25,609 - [INFO] - [E:56| 100]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 01:11:03,388 - [INFO] - [E:56| 200]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 01:12:41,227 - [INFO] - [E:56| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 01:14:18,006 - [INFO] - [E:56| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 01:15:54,723 - [INFO] - [E:56| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 01:17:21,889 - [INFO] - [E:56| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 01:18:59,563 - [INFO] - [E:56| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 01:20:37,247 - [INFO] - [E:56| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 01:22:14,685 - [INFO] - [E:56| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 01:23:23,174 - [INFO] - [Epoch:56]: Training Loss:0.002902 + +2023-05-22 01:23:23,510 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:23:46,304 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:24:08,496 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.09503, Head : 0.06881, Avg : 0.08192 + +2023-05-22 01:24:08,496 - [INFO] - [Epoch 56]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 01:24:09,620 - [INFO] - [E:57| 0]: Train Loss:0.002919, Val MRR:0.08254, ice00001 +2023-05-22 01:25:36,785 - [INFO] - [E:57| 100]: Train Loss:0.0029047, Val MRR:0.08254, ice00001 +2023-05-22 01:27:14,363 - [INFO] - [E:57| 200]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 01:28:52,838 - [INFO] - [E:57| 300]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 01:30:29,228 - [INFO] - [E:57| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 01:32:06,652 - [INFO] - [E:57| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 01:33:41,649 - [INFO] - [E:57| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 01:35:11,845 - [INFO] - [E:57| 700]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 01:36:49,404 - [INFO] - [E:57| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 01:38:27,347 - [INFO] - [E:57| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 01:39:36,021 - [INFO] - [Epoch:57]: Training Loss:0.002901 + +2023-05-22 01:39:36,356 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:39:59,032 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:40:21,351 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.09573, Head : 0.06903, Avg : 0.08238 + +2023-05-22 01:40:21,351 - [INFO] - [Epoch 57]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 01:40:22,475 - [INFO] - [E:58| 0]: Train Loss:0.0028566, Val MRR:0.08254, ice00001 +2023-05-22 01:42:00,409 - [INFO] - [E:58| 100]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 01:43:26,672 - [INFO] - [E:58| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 01:45:03,747 - [INFO] - [E:58| 300]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 01:46:42,195 - [INFO] - [E:58| 400]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 01:48:20,464 - [INFO] - [E:58| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 01:49:57,647 - [INFO] - [E:58| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 01:51:24,853 - [INFO] - [E:58| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 01:53:02,522 - [INFO] - [E:58| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 01:54:39,538 - [INFO] - [E:58| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 01:55:48,408 - [INFO] - [Epoch:58]: Training Loss:0.002901 + +2023-05-22 01:55:48,659 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:56:11,299 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:56:33,311 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.09439, Head : 0.06883, Avg : 0.08161 + +2023-05-22 01:56:33,311 - [INFO] - [Epoch 58]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 01:56:34,432 - [INFO] - [E:59| 0]: Train Loss:0.0029333, Val MRR:0.08254, ice00001 +2023-05-22 01:58:10,869 - [INFO] - [E:59| 100]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 01:59:46,871 - [INFO] - [E:59| 200]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 02:01:15,269 - [INFO] - [E:59| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 02:02:53,188 - [INFO] - [E:59| 400]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-22 02:04:31,246 - [INFO] - [E:59| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 02:06:08,787 - [INFO] - [E:59| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 02:07:46,332 - [INFO] - [E:59| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 02:09:13,809 - [INFO] - [E:59| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 02:10:51,719 - [INFO] - [E:59| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 02:11:59,391 - [INFO] - [Epoch:59]: Training Loss:0.002901 + +2023-05-22 02:11:59,693 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 02:12:21,585 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 02:12:43,627 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.09539, Head : 0.0684, Avg : 0.08189 + MR: Tail : 850.62, Head : 1041.6, Avg : 946.09 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09892, Head : 0.06178, Avg : 0.08035 + Hit-10: Tail : 0.21556, Head : 0.15463, Avg : 0.1851 +2023-05-22 02:12:43,627 - [INFO] - [Epoch 59]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 02:12:44,518 - [INFO] - [E:60| 0]: Train Loss:0.0029434, Val MRR:0.08254, ice00001 +2023-05-22 02:14:21,498 - [INFO] - [E:60| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 02:16:00,670 - [INFO] - [E:60| 200]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 02:17:28,742 - [INFO] - [E:60| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 02:19:05,102 - [INFO] - [E:60| 400]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 02:20:42,432 - [INFO] - [E:60| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 02:22:20,216 - [INFO] - [E:60| 600]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 02:23:57,659 - [INFO] - [E:60| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 02:25:35,652 - [INFO] - [E:60| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 02:27:02,183 - [INFO] - [E:60| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 02:28:10,440 - [INFO] - [Epoch:60]: Training Loss:0.002901 + +2023-05-22 02:28:10,691 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 02:28:33,042 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 02:28:55,025 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.09537, Head : 0.06902, Avg : 0.0822 + +2023-05-22 02:28:55,025 - [INFO] - [Epoch 60]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 02:28:56,158 - [INFO] - [E:61| 0]: Train Loss:0.0029474, Val MRR:0.08254, ice00001 +2023-05-22 02:30:33,086 - [INFO] - [E:61| 100]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-22 02:32:10,090 - [INFO] - [E:61| 200]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 02:33:46,944 - [INFO] - [E:61| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 02:35:14,944 - [INFO] - [E:61| 400]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 02:36:52,186 - [INFO] - [E:61| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 02:38:29,326 - [INFO] - [E:61| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 02:40:06,084 - [INFO] - [E:61| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 02:41:42,529 - [INFO] - [E:61| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 02:43:19,055 - [INFO] - [E:61| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 02:44:18,726 - [INFO] - [Epoch:61]: Training Loss:0.002902 + +2023-05-22 02:44:18,976 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 02:44:41,440 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 02:45:03,819 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.09421, Head : 0.06944, Avg : 0.08182 + +2023-05-22 02:45:03,819 - [INFO] - [Epoch 61]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 02:45:04,931 - [INFO] - [E:62| 0]: Train Loss:0.0028606, Val MRR:0.08254, ice00001 +2023-05-22 02:46:42,213 - [INFO] - [E:62| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 02:48:19,510 - [INFO] - [E:62| 200]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 02:49:56,912 - [INFO] - [E:62| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 02:51:34,815 - [INFO] - [E:62| 400]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 02:53:01,499 - [INFO] - [E:62| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 02:54:38,233 - [INFO] - [E:62| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 02:56:14,271 - [INFO] - [E:62| 700]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 02:57:51,604 - [INFO] - [E:62| 800]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 02:59:29,111 - [INFO] - [E:62| 900]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 03:00:37,461 - [INFO] - [Epoch:62]: Training Loss:0.002902 + +2023-05-22 03:00:37,669 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:00:50,976 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:01:11,274 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.09536, Head : 0.06883, Avg : 0.08209 + +2023-05-22 03:01:11,274 - [INFO] - [Epoch 62]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 03:01:12,419 - [INFO] - [E:63| 0]: Train Loss:0.0029855, Val MRR:0.08254, ice00001 +2023-05-22 03:02:49,325 - [INFO] - [E:63| 100]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 03:04:28,774 - [INFO] - [E:63| 200]: Train Loss:0.0029049, Val MRR:0.08254, ice00001 +2023-05-22 03:06:06,197 - [INFO] - [E:63| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 03:07:43,257 - [INFO] - [E:63| 400]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 03:09:21,275 - [INFO] - [E:63| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 03:10:47,773 - [INFO] - [E:63| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 03:12:24,542 - [INFO] - [E:63| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 03:14:01,909 - [INFO] - [E:63| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 03:15:38,608 - [INFO] - [E:63| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 03:16:46,437 - [INFO] - [Epoch:63]: Training Loss:0.002902 + +2023-05-22 03:16:46,938 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:17:09,502 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:17:31,301 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.0946, Head : 0.06909, Avg : 0.08184 + +2023-05-22 03:17:31,301 - [INFO] - [Epoch 63]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 03:17:32,255 - [INFO] - [E:64| 0]: Train Loss:0.0029395, Val MRR:0.08254, ice00001 +2023-05-22 03:18:59,638 - [INFO] - [E:64| 100]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 03:20:37,711 - [INFO] - [E:64| 200]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 03:22:15,632 - [INFO] - [E:64| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 03:23:53,043 - [INFO] - [E:64| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 03:25:29,713 - [INFO] - [E:64| 500]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 03:27:01,700 - [INFO] - [E:64| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 03:28:33,835 - [INFO] - [E:64| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 03:30:11,141 - [INFO] - [E:64| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 03:31:47,796 - [INFO] - [E:64| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 03:32:56,506 - [INFO] - [Epoch:64]: Training Loss:0.002902 + +2023-05-22 03:32:57,003 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:33:19,689 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:33:41,784 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.09488, Head : 0.06956, Avg : 0.08222 + +2023-05-22 03:33:41,784 - [INFO] - [Epoch 64]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 03:33:42,571 - [INFO] - [E:65| 0]: Train Loss:0.002908, Val MRR:0.08254, ice00001 +2023-05-22 03:35:20,264 - [INFO] - [E:65| 100]: Train Loss:0.0028967, Val MRR:0.08254, ice00001 +2023-05-22 03:36:47,932 - [INFO] - [E:65| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-22 03:38:25,001 - [INFO] - [E:65| 300]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 03:40:01,195 - [INFO] - [E:65| 400]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 03:41:38,651 - [INFO] - [E:65| 500]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 03:43:17,022 - [INFO] - [E:65| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 03:44:44,830 - [INFO] - [E:65| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 03:46:22,950 - [INFO] - [E:65| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 03:48:00,793 - [INFO] - [E:65| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 03:49:09,064 - [INFO] - [Epoch:65]: Training Loss:0.002902 + +2023-05-22 03:49:09,401 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:49:32,192 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:49:54,699 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.09546, Head : 0.06933, Avg : 0.08239 + +2023-05-22 03:49:54,699 - [INFO] - [Epoch 65]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 03:49:55,800 - [INFO] - [E:66| 0]: Train Loss:0.0029381, Val MRR:0.08254, ice00001 +2023-05-22 03:51:33,318 - [INFO] - [E:66| 100]: Train Loss:0.0029061, Val MRR:0.08254, ice00001 +2023-05-22 03:53:10,459 - [INFO] - [E:66| 200]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 03:54:38,820 - [INFO] - [E:66| 300]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-22 03:56:16,482 - [INFO] - [E:66| 400]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 03:57:54,208 - [INFO] - [E:66| 500]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 03:59:32,065 - [INFO] - [E:66| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 04:01:09,683 - [INFO] - [E:66| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 04:02:37,447 - [INFO] - [E:66| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 04:04:15,472 - [INFO] - [E:66| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 04:05:24,301 - [INFO] - [Epoch:66]: Training Loss:0.002901 + +2023-05-22 04:05:24,553 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:05:47,357 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:06:09,688 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.09528, Head : 0.06922, Avg : 0.08225 + +2023-05-22 04:06:09,688 - [INFO] - [Epoch 66]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 04:06:10,805 - [INFO] - [E:67| 0]: Train Loss:0.0028498, Val MRR:0.08254, ice00001 +2023-05-22 04:07:47,827 - [INFO] - [E:67| 100]: Train Loss:0.0029053, Val MRR:0.08254, ice00001 +2023-05-22 04:09:25,449 - [INFO] - [E:67| 200]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 04:10:52,484 - [INFO] - [E:67| 300]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 04:12:29,385 - [INFO] - [E:67| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 04:14:06,712 - [INFO] - [E:67| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 04:15:43,440 - [INFO] - [E:67| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 04:17:21,047 - [INFO] - [E:67| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 04:18:58,649 - [INFO] - [E:67| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 04:20:26,583 - [INFO] - [E:67| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 04:21:35,405 - [INFO] - [Epoch:67]: Training Loss:0.002901 + +2023-05-22 04:21:35,656 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:21:57,693 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:22:19,832 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.09508, Head : 0.06945, Avg : 0.08227 + +2023-05-22 04:22:19,832 - [INFO] - [Epoch 67]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 04:22:20,737 - [INFO] - [E:68| 0]: Train Loss:0.0028235, Val MRR:0.08254, ice00001 +2023-05-22 04:23:57,505 - [INFO] - [E:68| 100]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 04:25:34,535 - [INFO] - [E:68| 200]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 04:27:12,243 - [INFO] - [E:68| 300]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 04:28:38,934 - [INFO] - [E:68| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 04:30:16,381 - [INFO] - [E:68| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 04:31:54,126 - [INFO] - [E:68| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 04:33:31,690 - [INFO] - [E:68| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 04:35:10,283 - [INFO] - [E:68| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 04:36:44,507 - [INFO] - [E:68| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 04:37:45,652 - [INFO] - [Epoch:68]: Training Loss:0.002902 + +2023-05-22 04:37:45,902 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:38:08,553 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:38:30,852 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.09521, Head : 0.06885, Avg : 0.08203 + +2023-05-22 04:38:30,852 - [INFO] - [Epoch 68]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 04:38:31,961 - [INFO] - [E:69| 0]: Train Loss:0.0028792, Val MRR:0.08254, ice00001 +2023-05-22 04:40:10,510 - [INFO] - [E:69| 100]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 04:41:49,910 - [INFO] - [E:69| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 04:43:26,950 - [INFO] - [E:69| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 04:45:04,803 - [INFO] - [E:69| 400]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 04:46:32,408 - [INFO] - [E:69| 500]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 04:48:10,307 - [INFO] - [E:69| 600]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 04:49:47,519 - [INFO] - [E:69| 700]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 04:51:24,262 - [INFO] - [E:69| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 04:53:01,740 - [INFO] - [E:69| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 04:54:08,502 - [INFO] - [Epoch:69]: Training Loss:0.002902 + +2023-05-22 04:54:08,711 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:54:22,045 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:54:44,386 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.0942, Head : 0.06943, Avg : 0.08181 + MR: Tail : 829.65, Head : 990.71, Avg : 910.18 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.0903, Head : 0.06044, Avg : 0.07537 + Hit-10: Tail : 0.20803, Head : 0.15572, Avg : 0.18188 +2023-05-22 04:54:44,386 - [INFO] - [Epoch 69]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 04:54:45,511 - [INFO] - [E:70| 0]: Train Loss:0.0029215, Val MRR:0.08254, ice00001 +2023-05-22 04:56:23,036 - [INFO] - [E:70| 100]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 04:58:00,782 - [INFO] - [E:70| 200]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 04:59:38,973 - [INFO] - [E:70| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 05:01:17,322 - [INFO] - [E:70| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 05:02:53,937 - [INFO] - [E:70| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 05:04:23,020 - [INFO] - [E:70| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 05:06:00,236 - [INFO] - [E:70| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 05:07:37,602 - [INFO] - [E:70| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 05:09:15,887 - [INFO] - [E:70| 900]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 05:10:25,077 - [INFO] - [Epoch:70]: Training Loss:0.002902 + +2023-05-22 05:10:25,499 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:10:47,860 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:11:10,163 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.09172, Head : 0.07038, Avg : 0.08105 + +2023-05-22 05:11:10,163 - [INFO] - [Epoch 70]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 05:11:11,103 - [INFO] - [E:71| 0]: Train Loss:0.0028736, Val MRR:0.08254, ice00001 +2023-05-22 05:12:38,960 - [INFO] - [E:71| 100]: Train Loss:0.0028957, Val MRR:0.08254, ice00001 +2023-05-22 05:14:16,481 - [INFO] - [E:71| 200]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 05:15:54,225 - [INFO] - [E:71| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 05:17:30,994 - [INFO] - [E:71| 400]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 05:19:08,772 - [INFO] - [E:71| 500]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 05:20:35,109 - [INFO] - [E:71| 600]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 05:22:11,991 - [INFO] - [E:71| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 05:23:49,537 - [INFO] - [E:71| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 05:25:27,061 - [INFO] - [E:71| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 05:26:35,769 - [INFO] - [Epoch:71]: Training Loss:0.002902 + +2023-05-22 05:26:36,266 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:26:58,834 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:27:20,501 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.09474, Head : 0.06926, Avg : 0.082 + +2023-05-22 05:27:20,501 - [INFO] - [Epoch 71]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 05:27:21,492 - [INFO] - [E:72| 0]: Train Loss:0.0029166, Val MRR:0.08254, ice00001 +2023-05-22 05:29:00,640 - [INFO] - [E:72| 100]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 05:30:28,459 - [INFO] - [E:72| 200]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 05:32:06,128 - [INFO] - [E:72| 300]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 05:33:43,033 - [INFO] - [E:72| 400]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 05:35:19,378 - [INFO] - [E:72| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 05:36:57,306 - [INFO] - [E:72| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 05:38:24,767 - [INFO] - [E:72| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 05:40:02,612 - [INFO] - [E:72| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 05:41:40,173 - [INFO] - [E:72| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 05:42:49,034 - [INFO] - [Epoch:72]: Training Loss:0.002902 + +2023-05-22 05:42:49,371 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:43:12,016 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:43:34,332 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.09447, Head : 0.06951, Avg : 0.08199 + +2023-05-22 05:43:34,332 - [INFO] - [Epoch 72]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 05:43:35,384 - [INFO] - [E:73| 0]: Train Loss:0.0028697, Val MRR:0.08254, ice00001 +2023-05-22 05:45:14,039 - [INFO] - [E:73| 100]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 05:46:41,955 - [INFO] - [E:73| 200]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 05:48:19,364 - [INFO] - [E:73| 300]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 05:49:55,690 - [INFO] - [E:73| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 05:51:32,820 - [INFO] - [E:73| 500]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 05:53:10,410 - [INFO] - [E:73| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 05:54:47,996 - [INFO] - [E:73| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 05:56:15,319 - [INFO] - [E:73| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 05:57:52,975 - [INFO] - [E:73| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 05:59:01,414 - [INFO] - [Epoch:73]: Training Loss:0.002901 + +2023-05-22 05:59:01,745 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:59:24,599 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:59:47,011 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.09486, Head : 0.06848, Avg : 0.08167 + +2023-05-22 05:59:47,011 - [INFO] - [Epoch 73]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 05:59:48,146 - [INFO] - [E:74| 0]: Train Loss:0.0028683, Val MRR:0.08254, ice00001 +2023-05-22 06:01:26,457 - [INFO] - [E:74| 100]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 06:03:05,072 - [INFO] - [E:74| 200]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 06:04:31,841 - [INFO] - [E:74| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 06:06:09,193 - [INFO] - [E:74| 400]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 06:07:46,404 - [INFO] - [E:74| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 06:09:23,975 - [INFO] - [E:74| 600]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 06:11:01,635 - [INFO] - [E:74| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 06:12:38,096 - [INFO] - [E:74| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 06:14:06,412 - [INFO] - [E:74| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 06:15:14,642 - [INFO] - [Epoch:74]: Training Loss:0.002901 + +2023-05-22 06:15:15,141 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:15:37,978 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:16:00,346 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.0948, Head : 0.0695, Avg : 0.08215 + +2023-05-22 06:16:00,346 - [INFO] - [Epoch 74]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 06:16:01,401 - [INFO] - [E:75| 0]: Train Loss:0.0029101, Val MRR:0.08254, ice00001 +2023-05-22 06:17:40,390 - [INFO] - [E:75| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 06:19:16,472 - [INFO] - [E:75| 200]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 06:20:54,304 - [INFO] - [E:75| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 06:22:21,039 - [INFO] - [E:75| 400]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 06:23:58,734 - [INFO] - [E:75| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 06:25:37,012 - [INFO] - [E:75| 600]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 06:27:15,189 - [INFO] - [E:75| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 06:28:52,518 - [INFO] - [E:75| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 06:30:23,166 - [INFO] - [E:75| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 06:31:28,233 - [INFO] - [Epoch:75]: Training Loss:0.002901 + +2023-05-22 06:31:28,516 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:31:50,439 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:32:12,501 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.09552, Head : 0.06911, Avg : 0.08232 + +2023-05-22 06:32:12,502 - [INFO] - [Epoch 75]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 06:32:13,396 - [INFO] - [E:76| 0]: Train Loss:0.0028787, Val MRR:0.08254, ice00001 +2023-05-22 06:33:49,463 - [INFO] - [E:76| 100]: Train Loss:0.0028964, Val MRR:0.08254, ice00001 +2023-05-22 06:35:27,789 - [INFO] - [E:76| 200]: Train Loss:0.0028958, Val MRR:0.08254, ice00001 +2023-05-22 06:37:06,140 - [INFO] - [E:76| 300]: Train Loss:0.002899, Val MRR:0.08254, ice00001 +2023-05-22 06:38:44,498 - [INFO] - [E:76| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 06:40:12,504 - [INFO] - [E:76| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 06:41:50,374 - [INFO] - [E:76| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 06:43:27,876 - [INFO] - [E:76| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 06:45:05,207 - [INFO] - [E:76| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 06:46:42,468 - [INFO] - [E:76| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 06:47:45,452 - [INFO] - [Epoch:76]: Training Loss:0.002901 + +2023-05-22 06:47:45,661 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:48:01,870 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:48:23,944 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.09494, Head : 0.06947, Avg : 0.0822 + +2023-05-22 06:48:23,944 - [INFO] - [Epoch 76]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 06:48:24,728 - [INFO] - [E:77| 0]: Train Loss:0.0028417, Val MRR:0.08254, ice00001 +2023-05-22 06:50:02,401 - [INFO] - [E:77| 100]: Train Loss:0.002899, Val MRR:0.08254, ice00001 +2023-05-22 06:51:39,807 - [INFO] - [E:77| 200]: Train Loss:0.0028989, Val MRR:0.08254, ice00001 +2023-05-22 06:53:17,332 - [INFO] - [E:77| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 06:54:55,373 - [INFO] - [E:77| 400]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 06:56:29,185 - [INFO] - [E:77| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 06:58:01,003 - [INFO] - [E:77| 600]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 06:59:38,950 - [INFO] - [E:77| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 07:01:16,530 - [INFO] - [E:77| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 07:02:52,755 - [INFO] - [E:77| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 07:04:01,116 - [INFO] - [Epoch:77]: Training Loss:0.002902 + +2023-05-22 07:04:01,613 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:04:24,200 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:04:46,223 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.09398, Head : 0.06916, Avg : 0.08157 + +2023-05-22 07:04:46,223 - [INFO] - [Epoch 77]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 07:04:47,364 - [INFO] - [E:78| 0]: Train Loss:0.0028966, Val MRR:0.08254, ice00001 +2023-05-22 07:06:17,655 - [INFO] - [E:78| 100]: Train Loss:0.0028983, Val MRR:0.08254, ice00001 +2023-05-22 07:07:56,037 - [INFO] - [E:78| 200]: Train Loss:0.0028974, Val MRR:0.08254, ice00001 +2023-05-22 07:09:33,990 - [INFO] - [E:78| 300]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 07:11:11,740 - [INFO] - [E:78| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 07:12:49,654 - [INFO] - [E:78| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 07:14:17,337 - [INFO] - [E:78| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 07:15:54,339 - [INFO] - [E:78| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 07:17:30,898 - [INFO] - [E:78| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 07:19:08,619 - [INFO] - [E:78| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 07:20:17,682 - [INFO] - [Epoch:78]: Training Loss:0.002902 + +2023-05-22 07:20:17,933 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:20:40,813 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:21:03,130 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.09558, Head : 0.06865, Avg : 0.08211 + +2023-05-22 07:21:03,130 - [INFO] - [Epoch 78]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 07:21:04,257 - [INFO] - [E:79| 0]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-22 07:22:38,782 - [INFO] - [E:79| 100]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 07:24:09,304 - [INFO] - [E:79| 200]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 07:25:47,119 - [INFO] - [E:79| 300]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 07:27:24,536 - [INFO] - [E:79| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 07:29:01,757 - [INFO] - [E:79| 500]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 07:30:38,222 - [INFO] - [E:79| 600]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 07:32:04,894 - [INFO] - [E:79| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 07:33:42,599 - [INFO] - [E:79| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 07:35:20,490 - [INFO] - [E:79| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 07:36:28,647 - [INFO] - [Epoch:79]: Training Loss:0.002901 + +2023-05-22 07:36:29,030 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:36:51,682 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:37:14,070 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.09554, Head : 0.06888, Avg : 0.08221 + MR: Tail : 846.06, Head : 1014.1, Avg : 930.07 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09831, Head : 0.06142, Avg : 0.07986 + Hit-10: Tail : 0.21544, Head : 0.15487, Avg : 0.18516 +2023-05-22 07:37:14,070 - [INFO] - [Epoch 79]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 07:37:15,253 - [INFO] - [E:80| 0]: Train Loss:0.0028767, Val MRR:0.08254, ice00001 +2023-05-22 07:38:52,856 - [INFO] - [E:80| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 07:40:20,327 - [INFO] - [E:80| 200]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 07:41:57,474 - [INFO] - [E:80| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 07:43:34,722 - [INFO] - [E:80| 400]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-22 07:45:11,610 - [INFO] - [E:80| 500]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-22 07:46:47,961 - [INFO] - [E:80| 600]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-22 07:48:25,212 - [INFO] - [E:80| 700]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 07:49:52,698 - [INFO] - [E:80| 800]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 07:51:31,248 - [INFO] - [E:80| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 07:52:39,977 - [INFO] - [Epoch:80]: Training Loss:0.002901 + +2023-05-22 07:52:40,358 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:53:02,874 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:53:27,789 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.09496, Head : 0.06958, Avg : 0.08227 + +2023-05-22 07:53:27,789 - [INFO] - [Epoch 80]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 07:53:28,904 - [INFO] - [E:81| 0]: Train Loss:0.0029108, Val MRR:0.08254, ice00001 +2023-05-22 07:55:06,756 - [INFO] - [E:81| 100]: Train Loss:0.0028954, Val MRR:0.08254, ice00001 +2023-05-22 07:56:44,677 - [INFO] - [E:81| 200]: Train Loss:0.0028979, Val MRR:0.08254, ice00001 +2023-05-22 07:58:12,821 - [INFO] - [E:81| 300]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 07:59:49,025 - [INFO] - [E:81| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:01:25,846 - [INFO] - [E:81| 500]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 08:03:03,041 - [INFO] - [E:81| 600]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 08:04:40,326 - [INFO] - [E:81| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 08:06:15,902 - [INFO] - [E:81| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 08:07:45,574 - [INFO] - [E:81| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 08:08:54,455 - [INFO] - [Epoch:81]: Training Loss:0.002902 + +2023-05-22 08:08:54,837 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:09:17,389 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:09:39,580 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.09462, Head : 0.06942, Avg : 0.08202 + +2023-05-22 08:09:39,580 - [INFO] - [Epoch 81]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 08:09:40,725 - [INFO] - [E:82| 0]: Train Loss:0.0028476, Val MRR:0.08254, ice00001 +2023-05-22 08:11:18,108 - [INFO] - [E:82| 100]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 08:12:55,362 - [INFO] - [E:82| 200]: Train Loss:0.0028971, Val MRR:0.08254, ice00001 +2023-05-22 08:14:32,309 - [INFO] - [E:82| 300]: Train Loss:0.002899, Val MRR:0.08254, ice00001 +2023-05-22 08:15:58,911 - [INFO] - [E:82| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 08:17:36,429 - [INFO] - [E:82| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 08:19:13,984 - [INFO] - [E:82| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:20:50,717 - [INFO] - [E:82| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 08:22:28,124 - [INFO] - [E:82| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:23:55,156 - [INFO] - [E:82| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 08:25:03,226 - [INFO] - [Epoch:82]: Training Loss:0.002901 + +2023-05-22 08:25:03,604 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:25:26,119 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:25:47,943 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.09452, Head : 0.06991, Avg : 0.08222 + +2023-05-22 08:25:47,944 - [INFO] - [Epoch 82]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 08:25:49,097 - [INFO] - [E:83| 0]: Train Loss:0.0028863, Val MRR:0.08254, ice00001 +2023-05-22 08:27:26,790 - [INFO] - [E:83| 100]: Train Loss:0.0029058, Val MRR:0.08254, ice00001 +2023-05-22 08:29:02,864 - [INFO] - [E:83| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 08:30:39,801 - [INFO] - [E:83| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 08:32:17,007 - [INFO] - [E:83| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 08:33:46,017 - [INFO] - [E:83| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:35:23,520 - [INFO] - [E:83| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 08:37:01,390 - [INFO] - [E:83| 700]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 08:38:38,569 - [INFO] - [E:83| 800]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 08:40:15,697 - [INFO] - [E:83| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 08:41:15,304 - [INFO] - [Epoch:83]: Training Loss:0.002901 + +2023-05-22 08:41:15,513 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:41:39,047 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:42:01,372 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.09308, Head : 0.06971, Avg : 0.0814 + +2023-05-22 08:42:01,372 - [INFO] - [Epoch 83]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 08:42:02,191 - [INFO] - [E:84| 0]: Train Loss:0.0028778, Val MRR:0.08254, ice00001 +2023-05-22 08:43:38,897 - [INFO] - [E:84| 100]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 08:45:16,276 - [INFO] - [E:84| 200]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 08:46:54,461 - [INFO] - [E:84| 300]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-22 08:48:32,251 - [INFO] - [E:84| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 08:50:00,989 - [INFO] - [E:84| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 08:51:38,214 - [INFO] - [E:84| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 08:53:15,292 - [INFO] - [E:84| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:54:53,210 - [INFO] - [E:84| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 08:56:30,761 - [INFO] - [E:84| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 08:57:38,399 - [INFO] - [Epoch:84]: Training Loss:0.002901 + +2023-05-22 08:57:38,734 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:58:01,008 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:58:23,021 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.095, Head : 0.06941, Avg : 0.08221 + +2023-05-22 08:58:23,021 - [INFO] - [Epoch 84]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 08:58:23,691 - [INFO] - [E:85| 0]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-22 08:59:51,102 - [INFO] - [E:85| 100]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 09:01:28,624 - [INFO] - [E:85| 200]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 09:03:06,221 - [INFO] - [E:85| 300]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 09:04:43,982 - [INFO] - [E:85| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 09:06:22,288 - [INFO] - [E:85| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 09:07:49,320 - [INFO] - [E:85| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 09:09:27,531 - [INFO] - [E:85| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 09:11:05,679 - [INFO] - [E:85| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 09:12:42,118 - [INFO] - [E:85| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 09:13:50,465 - [INFO] - [Epoch:85]: Training Loss:0.002901 + +2023-05-22 09:13:50,970 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 09:14:13,417 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 09:14:35,592 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.0942, Head : 0.06863, Avg : 0.08142 + +2023-05-22 09:14:35,592 - [INFO] - [Epoch 85]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 09:14:36,392 - [INFO] - [E:86| 0]: Train Loss:0.0029098, Val MRR:0.08254, ice00001 +2023-05-22 09:16:04,160 - [INFO] - [E:86| 100]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 09:17:41,112 - [INFO] - [E:86| 200]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 09:19:18,160 - [INFO] - [E:86| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 09:20:55,660 - [INFO] - [E:86| 400]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 09:22:33,148 - [INFO] - [E:86| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 09:24:10,280 - [INFO] - [E:86| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 09:25:36,876 - [INFO] - [E:86| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 09:27:12,908 - [INFO] - [E:86| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 09:28:49,944 - [INFO] - [E:86| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 09:30:01,320 - [INFO] - [Epoch:86]: Training Loss:0.002901 + +2023-05-22 09:30:01,683 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 09:30:24,220 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 09:30:46,354 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.09475, Head : 0.06924, Avg : 0.082 + +2023-05-22 09:30:46,354 - [INFO] - [Epoch 86]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 09:30:47,135 - [INFO] - [E:87| 0]: Train Loss:0.0029186, Val MRR:0.08254, ice00001 +2023-05-22 09:32:24,511 - [INFO] - [E:87| 100]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 09:33:51,610 - [INFO] - [E:87| 200]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 09:35:29,136 - [INFO] - [E:87| 300]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 09:37:06,690 - [INFO] - [E:87| 400]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 09:38:43,965 - [INFO] - [E:87| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 09:40:21,431 - [INFO] - [E:87| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 09:41:57,537 - [INFO] - [E:87| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 09:43:25,040 - [INFO] - [E:87| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 09:45:02,570 - [INFO] - [E:87| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 09:46:11,732 - [INFO] - [Epoch:87]: Training Loss:0.002902 + +2023-05-22 09:46:11,984 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 09:46:34,422 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 09:46:56,652 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.09559, Head : 0.06892, Avg : 0.08226 + +2023-05-22 09:46:56,652 - [INFO] - [Epoch 87]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 09:46:57,775 - [INFO] - [E:88| 0]: Train Loss:0.0029367, Val MRR:0.08254, ice00001 +2023-05-22 09:48:35,337 - [INFO] - [E:88| 100]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 09:50:13,128 - [INFO] - [E:88| 200]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 09:51:40,775 - [INFO] - [E:88| 300]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 09:53:17,518 - [INFO] - [E:88| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 09:54:54,655 - [INFO] - [E:88| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 09:56:30,881 - [INFO] - [E:88| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 09:58:08,530 - [INFO] - [E:88| 700]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 09:59:36,490 - [INFO] - [E:88| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 10:01:13,361 - [INFO] - [E:88| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 10:02:21,782 - [INFO] - [Epoch:88]: Training Loss:0.002901 + +2023-05-22 10:02:22,141 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:02:44,869 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:03:06,949 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.0945, Head : 0.06921, Avg : 0.08186 + +2023-05-22 10:03:06,949 - [INFO] - [Epoch 88]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 10:03:07,969 - [INFO] - [E:89| 0]: Train Loss:0.0028683, Val MRR:0.08254, ice00001 +2023-05-22 10:04:45,154 - [INFO] - [E:89| 100]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 10:06:23,092 - [INFO] - [E:89| 200]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-22 10:08:01,909 - [INFO] - [E:89| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 10:09:28,775 - [INFO] - [E:89| 400]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 10:11:04,983 - [INFO] - [E:89| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 10:12:42,394 - [INFO] - [E:89| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 10:14:21,025 - [INFO] - [E:89| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 10:15:58,467 - [INFO] - [E:89| 800]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 10:17:26,330 - [INFO] - [E:89| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 10:18:37,691 - [INFO] - [Epoch:89]: Training Loss:0.002902 + +2023-05-22 10:18:38,189 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:19:00,829 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:19:23,228 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.09248, Head : 0.07016, Avg : 0.08132 + MR: Tail : 842.91, Head : 1005.7, Avg : 924.29 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.08181, Head : 0.06506, Avg : 0.07343 + Hit-10: Tail : 0.20379, Head : 0.16021, Avg : 0.182 +2023-05-22 10:19:23,228 - [INFO] - [Epoch 89]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 10:19:24,194 - [INFO] - [E:90| 0]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-22 10:21:02,367 - [INFO] - [E:90| 100]: Train Loss:0.0029071, Val MRR:0.08254, ice00001 +2023-05-22 10:22:40,371 - [INFO] - [E:90| 200]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 10:24:17,597 - [INFO] - [E:90| 300]: Train Loss:0.0029058, Val MRR:0.08254, ice00001 +2023-05-22 10:25:48,349 - [INFO] - [E:90| 400]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-22 10:27:21,874 - [INFO] - [E:90| 500]: Train Loss:0.0029047, Val MRR:0.08254, ice00001 +2023-05-22 10:28:59,236 - [INFO] - [E:90| 600]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 10:30:36,684 - [INFO] - [E:90| 700]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 10:32:14,560 - [INFO] - [E:90| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 10:33:51,866 - [INFO] - [E:90| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 10:34:50,342 - [INFO] - [Epoch:90]: Training Loss:0.002902 + +2023-05-22 10:34:50,840 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:35:13,229 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:35:35,001 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.09459, Head : 0.06939, Avg : 0.08199 + +2023-05-22 10:35:35,002 - [INFO] - [Epoch 90]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 10:35:36,037 - [INFO] - [E:91| 0]: Train Loss:0.0029225, Val MRR:0.08254, ice00001 +2023-05-22 10:37:13,117 - [INFO] - [E:91| 100]: Train Loss:0.0028989, Val MRR:0.08254, ice00001 +2023-05-22 10:38:49,551 - [INFO] - [E:91| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-22 10:40:25,972 - [INFO] - [E:91| 300]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-22 10:42:03,315 - [INFO] - [E:91| 400]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-22 10:43:30,481 - [INFO] - [E:91| 500]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 10:45:08,903 - [INFO] - [E:91| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 10:46:46,821 - [INFO] - [E:91| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 10:48:24,111 - [INFO] - [E:91| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 10:50:01,729 - [INFO] - [E:91| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 10:51:10,403 - [INFO] - [Epoch:91]: Training Loss:0.002902 + +2023-05-22 10:51:10,654 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:51:33,186 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:51:51,997 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.09551, Head : 0.06914, Avg : 0.08232 + +2023-05-22 10:51:51,997 - [INFO] - [Epoch 91]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 10:51:52,628 - [INFO] - [E:92| 0]: Train Loss:0.0028792, Val MRR:0.08254, ice00001 +2023-05-22 10:53:22,202 - [INFO] - [E:92| 100]: Train Loss:0.0028912, Val MRR:0.08254, ice00001 +2023-05-22 10:54:58,748 - [INFO] - [E:92| 200]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 10:56:36,611 - [INFO] - [E:92| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 10:58:14,603 - [INFO] - [E:92| 400]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 10:59:51,772 - [INFO] - [E:92| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 11:01:18,860 - [INFO] - [E:92| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 11:02:56,342 - [INFO] - [E:92| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 11:04:34,058 - [INFO] - [E:92| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 11:06:14,032 - [INFO] - [E:92| 900]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 11:07:22,344 - [INFO] - [Epoch:92]: Training Loss:0.002902 + +2023-05-22 11:07:22,842 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:07:44,863 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:08:06,722 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.09476, Head : 0.06905, Avg : 0.0819 + +2023-05-22 11:08:06,723 - [INFO] - [Epoch 92]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 11:08:07,844 - [INFO] - [E:93| 0]: Train Loss:0.0029509, Val MRR:0.08254, ice00001 +2023-05-22 11:09:34,826 - [INFO] - [E:93| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 11:11:12,265 - [INFO] - [E:93| 200]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 11:12:50,243 - [INFO] - [E:93| 300]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 11:14:28,439 - [INFO] - [E:93| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 11:16:05,892 - [INFO] - [E:93| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 11:17:43,394 - [INFO] - [E:93| 600]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 11:19:10,758 - [INFO] - [E:93| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 11:20:48,753 - [INFO] - [E:93| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 11:22:25,935 - [INFO] - [E:93| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 11:23:34,124 - [INFO] - [Epoch:93]: Training Loss:0.002901 + +2023-05-22 11:23:34,508 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:23:57,233 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:24:19,265 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.09448, Head : 0.06874, Avg : 0.08161 + +2023-05-22 11:24:19,265 - [INFO] - [Epoch 93]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 11:24:20,473 - [INFO] - [E:94| 0]: Train Loss:0.0029823, Val MRR:0.08254, ice00001 +2023-05-22 11:25:58,471 - [INFO] - [E:94| 100]: Train Loss:0.0029056, Val MRR:0.08254, ice00001 +2023-05-22 11:27:25,910 - [INFO] - [E:94| 200]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 11:29:03,353 - [INFO] - [E:94| 300]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 11:30:40,900 - [INFO] - [E:94| 400]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 11:32:18,246 - [INFO] - [E:94| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 11:33:55,788 - [INFO] - [E:94| 600]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 11:35:29,439 - [INFO] - [E:94| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 11:37:00,119 - [INFO] - [E:94| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 11:38:37,296 - [INFO] - [E:94| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 11:39:46,083 - [INFO] - [Epoch:94]: Training Loss:0.002902 + +2023-05-22 11:39:46,334 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:40:09,106 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:40:31,383 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.09529, Head : 0.06928, Avg : 0.08229 + +2023-05-22 11:40:31,383 - [INFO] - [Epoch 94]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 11:40:32,489 - [INFO] - [E:95| 0]: Train Loss:0.0029417, Val MRR:0.08254, ice00001 +2023-05-22 11:42:09,891 - [INFO] - [E:95| 100]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 11:43:47,330 - [INFO] - [E:95| 200]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 11:45:15,037 - [INFO] - [E:95| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 11:46:52,371 - [INFO] - [E:95| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 11:48:30,007 - [INFO] - [E:95| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 11:50:07,663 - [INFO] - [E:95| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 11:51:43,758 - [INFO] - [E:95| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 11:53:10,791 - [INFO] - [E:95| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 11:54:50,745 - [INFO] - [E:95| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 11:55:59,676 - [INFO] - [Epoch:95]: Training Loss:0.002901 + +2023-05-22 11:56:00,034 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:56:22,704 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:56:45,033 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.09447, Head : 0.06963, Avg : 0.08205 + +2023-05-22 11:56:45,033 - [INFO] - [Epoch 95]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 11:56:45,835 - [INFO] - [E:96| 0]: Train Loss:0.002907, Val MRR:0.08254, ice00001 +2023-05-22 11:58:24,050 - [INFO] - [E:96| 100]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 12:00:01,797 - [INFO] - [E:96| 200]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 12:01:38,171 - [INFO] - [E:96| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 12:03:07,081 - [INFO] - [E:96| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 12:04:44,633 - [INFO] - [E:96| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 12:06:20,733 - [INFO] - [E:96| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 12:07:57,529 - [INFO] - [E:96| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 12:09:34,457 - [INFO] - [E:96| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 12:11:01,359 - [INFO] - [E:96| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 12:12:10,119 - [INFO] - [Epoch:96]: Training Loss:0.002902 + +2023-05-22 12:12:10,480 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 12:12:32,853 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 12:12:54,819 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.09411, Head : 0.06935, Avg : 0.08173 + +2023-05-22 12:12:54,819 - [INFO] - [Epoch 96]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 12:12:55,859 - [INFO] - [E:97| 0]: Train Loss:0.0029107, Val MRR:0.08254, ice00001 +2023-05-22 12:14:33,784 - [INFO] - [E:97| 100]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 12:16:11,518 - [INFO] - [E:97| 200]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 12:17:49,807 - [INFO] - [E:97| 300]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 12:19:17,558 - [INFO] - [E:97| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 12:20:53,519 - [INFO] - [E:97| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 12:22:30,502 - [INFO] - [E:97| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 12:24:08,292 - [INFO] - [E:97| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 12:25:45,345 - [INFO] - [E:97| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 12:27:22,186 - [INFO] - [E:97| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 12:28:20,266 - [INFO] - [Epoch:97]: Training Loss:0.002902 + +2023-05-22 12:28:20,517 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 12:28:42,744 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 12:29:04,742 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.09408, Head : 0.06969, Avg : 0.08189 + +2023-05-22 12:29:04,742 - [INFO] - [Epoch 97]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 12:29:05,847 - [INFO] - [E:98| 0]: Train Loss:0.0029322, Val MRR:0.08254, ice00001 +2023-05-22 12:30:43,964 - [INFO] - [E:98| 100]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 12:32:21,224 - [INFO] - [E:98| 200]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 12:33:58,768 - [INFO] - [E:98| 300]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 12:35:35,359 - [INFO] - [E:98| 400]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 12:37:02,764 - [INFO] - [E:98| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 12:38:40,371 - [INFO] - [E:98| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 12:40:17,469 - [INFO] - [E:98| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 12:41:54,880 - [INFO] - [E:98| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 12:43:35,196 - [INFO] - [E:98| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 12:44:43,749 - [INFO] - [Epoch:98]: Training Loss:0.002902 + +2023-05-22 12:44:44,227 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 12:45:06,826 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 12:45:24,656 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.09453, Head : 0.06963, Avg : 0.08208 + +2023-05-22 12:45:24,656 - [INFO] - [Epoch 98]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 12:45:25,273 - [INFO] - [E:99| 0]: Train Loss:0.0028766, Val MRR:0.08254, ice00001 +2023-05-22 12:46:57,071 - [INFO] - [E:99| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 12:48:34,823 - [INFO] - [E:99| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 12:50:11,067 - [INFO] - [E:99| 300]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 12:51:48,360 - [INFO] - [E:99| 400]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 12:53:26,473 - [INFO] - [E:99| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 12:54:54,070 - [INFO] - [E:99| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 12:56:32,405 - [INFO] - [E:99| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 12:58:10,634 - [INFO] - [E:99| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 12:59:48,607 - [INFO] - [E:99| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 13:00:57,748 - [INFO] - [Epoch:99]: Training Loss:0.002902 + +2023-05-22 13:00:58,122 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:01:21,077 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:01:43,639 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.09507, Head : 0.06927, Avg : 0.08217 + MR: Tail : 752.95, Head : 916.68, Avg : 834.82 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09831, Head : 0.06142, Avg : 0.07986 + Hit-10: Tail : 0.21435, Head : 0.15378, Avg : 0.18406 +2023-05-22 13:01:43,639 - [INFO] - [Epoch 99]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 13:01:44,777 - [INFO] - [E:100| 0]: Train Loss:0.0028675, Val MRR:0.08254, ice00001 +2023-05-22 13:03:11,916 - [INFO] - [E:100| 100]: Train Loss:0.0029063, Val MRR:0.08254, ice00001 +2023-05-22 13:04:47,051 - [INFO] - [E:100| 200]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-22 13:06:24,673 - [INFO] - [E:100| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 13:08:02,107 - [INFO] - [E:100| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 13:09:39,902 - [INFO] - [E:100| 500]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 13:11:17,751 - [INFO] - [E:100| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 13:12:45,255 - [INFO] - [E:100| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 13:14:23,414 - [INFO] - [E:100| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 13:16:00,773 - [INFO] - [E:100| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 13:17:09,237 - [INFO] - [Epoch:100]: Training Loss:0.002902 + +2023-05-22 13:17:09,578 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:17:32,065 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:17:53,649 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.09536, Head : 0.0693, Avg : 0.08233 + +2023-05-22 13:17:53,649 - [INFO] - [Epoch 100]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 13:17:54,679 - [INFO] - [E:101| 0]: Train Loss:0.0029455, Val MRR:0.08254, ice00001 +2023-05-22 13:19:30,904 - [INFO] - [E:101| 100]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 13:20:58,073 - [INFO] - [E:101| 200]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 13:22:35,753 - [INFO] - [E:101| 300]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 13:24:13,724 - [INFO] - [E:101| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 13:25:51,584 - [INFO] - [E:101| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 13:27:28,595 - [INFO] - [E:101| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 13:29:01,670 - [INFO] - [E:101| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 13:30:32,894 - [INFO] - [E:101| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 13:32:12,558 - [INFO] - [E:101| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 13:33:20,363 - [INFO] - [Epoch:101]: Training Loss:0.002902 + +2023-05-22 13:33:20,703 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:33:42,759 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:34:05,046 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.09555, Head : 0.06884, Avg : 0.0822 + +2023-05-22 13:34:05,046 - [INFO] - [Epoch 101]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 13:34:06,145 - [INFO] - [E:102| 0]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 13:35:43,456 - [INFO] - [E:102| 100]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 13:37:20,858 - [INFO] - [E:102| 200]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 13:38:48,241 - [INFO] - [E:102| 300]: Train Loss:0.0028992, Val MRR:0.08254, ice00001 +2023-05-22 13:40:25,836 - [INFO] - [E:102| 400]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 13:42:02,480 - [INFO] - [E:102| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 13:43:40,287 - [INFO] - [E:102| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 13:45:17,374 - [INFO] - [E:102| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 13:46:44,215 - [INFO] - [E:102| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 13:48:21,520 - [INFO] - [E:102| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 13:49:30,249 - [INFO] - [Epoch:102]: Training Loss:0.002902 + +2023-05-22 13:49:30,743 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:49:53,517 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:50:15,975 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.09555, Head : 0.0688, Avg : 0.08217 + +2023-05-22 13:50:15,975 - [INFO] - [Epoch 102]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 13:50:17,166 - [INFO] - [E:103| 0]: Train Loss:0.0029058, Val MRR:0.08254, ice00001 +2023-05-22 13:51:54,398 - [INFO] - [E:103| 100]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 13:53:32,636 - [INFO] - [E:103| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 13:55:09,942 - [INFO] - [E:103| 300]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 13:56:38,444 - [INFO] - [E:103| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 13:58:15,470 - [INFO] - [E:103| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 13:59:52,822 - [INFO] - [E:103| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 14:01:29,283 - [INFO] - [E:103| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 14:03:05,628 - [INFO] - [E:103| 800]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 14:04:32,686 - [INFO] - [E:103| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 14:05:41,172 - [INFO] - [Epoch:103]: Training Loss:0.002902 + +2023-05-22 14:05:41,489 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:06:03,935 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:06:25,902 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.09343, Head : 0.07, Avg : 0.08171 + +2023-05-22 14:06:25,902 - [INFO] - [Epoch 103]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 14:06:26,969 - [INFO] - [E:104| 0]: Train Loss:0.0028772, Val MRR:0.08254, ice00001 +2023-05-22 14:08:04,917 - [INFO] - [E:104| 100]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 14:09:43,158 - [INFO] - [E:104| 200]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 14:11:21,276 - [INFO] - [E:104| 300]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 14:12:50,384 - [INFO] - [E:104| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 14:14:26,661 - [INFO] - [E:104| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 14:16:04,736 - [INFO] - [E:104| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 14:17:46,042 - [INFO] - [E:104| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 14:19:32,184 - [INFO] - [E:104| 800]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 14:21:10,400 - [INFO] - [E:104| 900]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 14:22:09,330 - [INFO] - [Epoch:104]: Training Loss:0.002901 + +2023-05-22 14:22:09,661 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:22:32,598 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:22:54,555 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.0954, Head : 0.06896, Avg : 0.08218 + +2023-05-22 14:22:54,556 - [INFO] - [Epoch 104]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 14:22:55,666 - [INFO] - [E:105| 0]: Train Loss:0.0029104, Val MRR:0.08254, ice00001 +2023-05-22 14:24:34,603 - [INFO] - [E:105| 100]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-22 14:26:12,459 - [INFO] - [E:105| 200]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 14:27:49,976 - [INFO] - [E:105| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 14:29:28,009 - [INFO] - [E:105| 400]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 14:30:54,675 - [INFO] - [E:105| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 14:32:32,186 - [INFO] - [E:105| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 14:34:09,339 - [INFO] - [E:105| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 14:35:47,036 - [INFO] - [E:105| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 14:37:24,222 - [INFO] - [E:105| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 14:38:32,691 - [INFO] - [Epoch:105]: Training Loss:0.002902 + +2023-05-22 14:38:32,993 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:38:55,508 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:39:15,554 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.09483, Head : 0.06901, Avg : 0.08192 + +2023-05-22 14:39:15,554 - [INFO] - [Epoch 105]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 14:39:16,169 - [INFO] - [E:106| 0]: Train Loss:0.0028902, Val MRR:0.08254, ice00001 +2023-05-22 14:40:45,874 - [INFO] - [E:106| 100]: Train Loss:0.0028989, Val MRR:0.08254, ice00001 +2023-05-22 14:42:23,049 - [INFO] - [E:106| 200]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 14:44:00,607 - [INFO] - [E:106| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 14:45:37,257 - [INFO] - [E:106| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 14:47:14,294 - [INFO] - [E:106| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 14:48:41,068 - [INFO] - [E:106| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 14:50:18,693 - [INFO] - [E:106| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 14:51:56,522 - [INFO] - [E:106| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 14:53:34,468 - [INFO] - [E:106| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 14:54:43,439 - [INFO] - [Epoch:106]: Training Loss:0.002901 + +2023-05-22 14:54:43,690 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:55:06,305 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:55:28,348 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.09495, Head : 0.06866, Avg : 0.0818 + +2023-05-22 14:55:28,349 - [INFO] - [Epoch 106]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 14:55:29,466 - [INFO] - [E:107| 0]: Train Loss:0.0029619, Val MRR:0.08254, ice00001 +2023-05-22 14:56:57,108 - [INFO] - [E:107| 100]: Train Loss:0.0028945, Val MRR:0.08254, ice00001 +2023-05-22 14:58:34,575 - [INFO] - [E:107| 200]: Train Loss:0.0028984, Val MRR:0.08254, ice00001 +2023-05-22 15:00:10,567 - [INFO] - [E:107| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 15:01:47,452 - [INFO] - [E:107| 400]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 15:03:24,938 - [INFO] - [E:107| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 15:05:01,990 - [INFO] - [E:107| 600]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 15:06:29,469 - [INFO] - [E:107| 700]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 15:08:09,163 - [INFO] - [E:107| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 15:09:46,393 - [INFO] - [E:107| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 15:10:54,506 - [INFO] - [Epoch:107]: Training Loss:0.002902 + +2023-05-22 15:10:54,848 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:11:17,524 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:11:39,614 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.0949, Head : 0.06908, Avg : 0.08199 + +2023-05-22 15:11:39,614 - [INFO] - [Epoch 107]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 15:11:40,705 - [INFO] - [E:108| 0]: Train Loss:0.0029456, Val MRR:0.08254, ice00001 +2023-05-22 15:13:17,540 - [INFO] - [E:108| 100]: Train Loss:0.0029046, Val MRR:0.08254, ice00001 +2023-05-22 15:14:43,944 - [INFO] - [E:108| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 15:16:21,539 - [INFO] - [E:108| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 15:17:58,895 - [INFO] - [E:108| 400]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 15:19:35,801 - [INFO] - [E:108| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 15:21:12,844 - [INFO] - [E:108| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 15:22:48,261 - [INFO] - [E:108| 700]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 15:24:17,690 - [INFO] - [E:108| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 15:25:55,171 - [INFO] - [E:108| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 15:27:03,986 - [INFO] - [Epoch:108]: Training Loss:0.002902 + +2023-05-22 15:27:04,276 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:27:26,493 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:27:48,742 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.09474, Head : 0.06832, Avg : 0.08153 + +2023-05-22 15:27:48,743 - [INFO] - [Epoch 108]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 15:27:49,746 - [INFO] - [E:109| 0]: Train Loss:0.0028602, Val MRR:0.08254, ice00001 +2023-05-22 15:29:26,349 - [INFO] - [E:109| 100]: Train Loss:0.0028973, Val MRR:0.08254, ice00001 +2023-05-22 15:31:04,491 - [INFO] - [E:109| 200]: Train Loss:0.0028951, Val MRR:0.08254, ice00001 +2023-05-22 15:32:31,628 - [INFO] - [E:109| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 15:34:09,405 - [INFO] - [E:109| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 15:35:46,712 - [INFO] - [E:109| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 15:37:24,191 - [INFO] - [E:109| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 15:39:02,109 - [INFO] - [E:109| 700]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 15:40:29,711 - [INFO] - [E:109| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 15:42:06,746 - [INFO] - [E:109| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 15:43:15,033 - [INFO] - [Epoch:109]: Training Loss:0.002901 + +2023-05-22 15:43:15,285 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:43:37,602 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:43:59,586 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.09462, Head : 0.06911, Avg : 0.08186 + MR: Tail : 813.15, Head : 978.01, Avg : 895.58 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09637, Head : 0.05947, Avg : 0.07792 + Hit-10: Tail : 0.19942, Head : 0.16106, Avg : 0.18024 +2023-05-22 15:43:59,586 - [INFO] - [Epoch 109]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 15:44:00,717 - [INFO] - [E:110| 0]: Train Loss:0.0028691, Val MRR:0.08254, ice00001 +2023-05-22 15:45:38,280 - [INFO] - [E:110| 100]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 15:47:16,120 - [INFO] - [E:110| 200]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 15:48:50,283 - [INFO] - [E:110| 300]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 15:50:20,650 - [INFO] - [E:110| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 15:51:58,203 - [INFO] - [E:110| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 15:53:35,665 - [INFO] - [E:110| 600]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 15:55:12,599 - [INFO] - [E:110| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 15:56:52,034 - [INFO] - [E:110| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 15:58:19,156 - [INFO] - [E:110| 900]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 15:59:27,818 - [INFO] - [Epoch:110]: Training Loss:0.002902 + +2023-05-22 15:59:28,297 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:59:50,942 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:00:13,436 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.09543, Head : 0.06924, Avg : 0.08234 + +2023-05-22 16:00:13,436 - [INFO] - [Epoch 110]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 16:00:14,337 - [INFO] - [E:111| 0]: Train Loss:0.0028596, Val MRR:0.08254, ice00001 +2023-05-22 16:01:52,258 - [INFO] - [E:111| 100]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 16:03:29,802 - [INFO] - [E:111| 200]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 16:05:07,407 - [INFO] - [E:111| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 16:06:35,353 - [INFO] - [E:111| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 16:08:12,546 - [INFO] - [E:111| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 16:09:50,672 - [INFO] - [E:111| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 16:11:27,453 - [INFO] - [E:111| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 16:13:04,252 - [INFO] - [E:111| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 16:14:42,628 - [INFO] - [E:111| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 16:15:41,314 - [INFO] - [Epoch:111]: Training Loss:0.002902 + +2023-05-22 16:15:41,586 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:16:03,951 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:16:26,129 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.0953, Head : 0.06919, Avg : 0.08224 + +2023-05-22 16:16:26,129 - [INFO] - [Epoch 111]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 16:16:27,249 - [INFO] - [E:112| 0]: Train Loss:0.0028696, Val MRR:0.08254, ice00001 +2023-05-22 16:18:05,351 - [INFO] - [E:112| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 16:19:43,118 - [INFO] - [E:112| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 16:21:20,286 - [INFO] - [E:112| 300]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 16:22:57,359 - [INFO] - [E:112| 400]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-22 16:24:24,352 - [INFO] - [E:112| 500]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 16:26:00,794 - [INFO] - [E:112| 600]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 16:27:37,836 - [INFO] - [E:112| 700]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 16:29:15,692 - [INFO] - [E:112| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 16:30:53,466 - [INFO] - [E:112| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 16:32:02,041 - [INFO] - [Epoch:112]: Training Loss:0.002901 + +2023-05-22 16:32:02,419 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:32:22,256 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:32:35,353 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.09432, Head : 0.06996, Avg : 0.08214 + +2023-05-22 16:32:35,353 - [INFO] - [Epoch 112]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 16:32:36,078 - [INFO] - [E:113| 0]: Train Loss:0.0028611, Val MRR:0.08254, ice00001 +2023-05-22 16:34:13,329 - [INFO] - [E:113| 100]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 16:35:49,971 - [INFO] - [E:113| 200]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 16:37:26,919 - [INFO] - [E:113| 300]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 16:39:04,241 - [INFO] - [E:113| 400]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 16:40:40,664 - [INFO] - [E:113| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 16:42:07,444 - [INFO] - [E:113| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 16:43:47,157 - [INFO] - [E:113| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 16:45:25,162 - [INFO] - [E:113| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 16:47:02,253 - [INFO] - [E:113| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 16:48:10,769 - [INFO] - [Epoch:113]: Training Loss:0.002901 + +2023-05-22 16:48:11,032 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:48:33,421 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:48:55,658 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.09481, Head : 0.06917, Avg : 0.08199 + +2023-05-22 16:48:55,658 - [INFO] - [Epoch 113]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 16:48:56,773 - [INFO] - [E:114| 0]: Train Loss:0.0029601, Val MRR:0.08254, ice00001 +2023-05-22 16:50:24,126 - [INFO] - [E:114| 100]: Train Loss:0.0029054, Val MRR:0.08254, ice00001 +2023-05-22 16:52:01,102 - [INFO] - [E:114| 200]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-22 16:53:38,239 - [INFO] - [E:114| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 16:55:14,573 - [INFO] - [E:114| 400]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 16:56:52,959 - [INFO] - [E:114| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 16:58:28,696 - [INFO] - [E:114| 600]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 16:59:58,237 - [INFO] - [E:114| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 17:01:35,968 - [INFO] - [E:114| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 17:03:13,202 - [INFO] - [E:114| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 17:04:21,539 - [INFO] - [Epoch:114]: Training Loss:0.002902 + +2023-05-22 17:04:21,950 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:04:44,278 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:05:06,024 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.09498, Head : 0.06954, Avg : 0.08226 + +2023-05-22 17:05:06,024 - [INFO] - [Epoch 114]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 17:05:06,916 - [INFO] - [E:115| 0]: Train Loss:0.0028731, Val MRR:0.08254, ice00001 +2023-05-22 17:06:44,431 - [INFO] - [E:115| 100]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-22 17:08:11,112 - [INFO] - [E:115| 200]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 17:09:47,667 - [INFO] - [E:115| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 17:11:24,603 - [INFO] - [E:115| 400]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 17:13:01,891 - [INFO] - [E:115| 500]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 17:14:38,961 - [INFO] - [E:115| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 17:16:05,210 - [INFO] - [E:115| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 17:17:42,839 - [INFO] - [E:115| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 17:19:20,477 - [INFO] - [E:115| 900]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 17:20:28,744 - [INFO] - [Epoch:115]: Training Loss:0.002902 + +2023-05-22 17:20:29,063 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:20:51,645 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:21:13,804 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.09307, Head : 0.06987, Avg : 0.08147 + +2023-05-22 17:21:13,804 - [INFO] - [Epoch 115]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 17:21:14,870 - [INFO] - [E:116| 0]: Train Loss:0.0028612, Val MRR:0.08254, ice00001 +2023-05-22 17:22:52,148 - [INFO] - [E:116| 100]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 17:24:26,743 - [INFO] - [E:116| 200]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 17:25:56,100 - [INFO] - [E:116| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 17:27:33,975 - [INFO] - [E:116| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 17:29:11,904 - [INFO] - [E:116| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 17:30:49,667 - [INFO] - [E:116| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 17:32:28,988 - [INFO] - [E:116| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 17:33:56,258 - [INFO] - [E:116| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 17:35:34,101 - [INFO] - [E:116| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 17:36:42,929 - [INFO] - [Epoch:116]: Training Loss:0.002902 + +2023-05-22 17:36:43,285 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:37:05,947 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:37:27,669 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.09573, Head : 0.06881, Avg : 0.08227 + +2023-05-22 17:37:27,669 - [INFO] - [Epoch 116]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 17:37:28,704 - [INFO] - [E:117| 0]: Train Loss:0.0028868, Val MRR:0.08254, ice00001 +2023-05-22 17:39:06,183 - [INFO] - [E:117| 100]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 17:40:43,929 - [INFO] - [E:117| 200]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-22 17:42:11,248 - [INFO] - [E:117| 300]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-22 17:43:49,230 - [INFO] - [E:117| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 17:45:27,307 - [INFO] - [E:117| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 17:47:05,418 - [INFO] - [E:117| 600]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 17:48:43,604 - [INFO] - [E:117| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 17:50:21,930 - [INFO] - [E:117| 800]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 17:51:49,055 - [INFO] - [E:117| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 17:52:56,972 - [INFO] - [Epoch:117]: Training Loss:0.002902 + +2023-05-22 17:52:57,223 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:53:19,322 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:53:41,280 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.09563, Head : 0.06864, Avg : 0.08213 + +2023-05-22 17:53:41,280 - [INFO] - [Epoch 117]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 17:53:42,331 - [INFO] - [E:118| 0]: Train Loss:0.0029078, Val MRR:0.08254, ice00001 +2023-05-22 17:55:19,671 - [INFO] - [E:118| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 17:56:57,530 - [INFO] - [E:118| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 17:58:35,359 - [INFO] - [E:118| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 18:00:02,839 - [INFO] - [E:118| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 18:01:40,798 - [INFO] - [E:118| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 18:03:18,112 - [INFO] - [E:118| 600]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 18:04:55,552 - [INFO] - [E:118| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 18:06:32,292 - [INFO] - [E:118| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 18:08:04,218 - [INFO] - [E:118| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 18:09:06,474 - [INFO] - [Epoch:118]: Training Loss:0.002902 + +2023-05-22 18:09:06,810 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:09:28,982 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:09:50,856 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.09485, Head : 0.06919, Avg : 0.08202 + +2023-05-22 18:09:50,856 - [INFO] - [Epoch 118]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 18:09:51,642 - [INFO] - [E:119| 0]: Train Loss:0.0028946, Val MRR:0.08254, ice00001 +2023-05-22 18:11:29,007 - [INFO] - [E:119| 100]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-22 18:13:06,620 - [INFO] - [E:119| 200]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 18:14:44,962 - [INFO] - [E:119| 300]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 18:16:23,216 - [INFO] - [E:119| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 18:17:50,715 - [INFO] - [E:119| 500]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 18:19:28,879 - [INFO] - [E:119| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 18:21:08,201 - [INFO] - [E:119| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 18:22:44,532 - [INFO] - [E:119| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 18:24:22,338 - [INFO] - [E:119| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 18:25:30,843 - [INFO] - [Epoch:119]: Training Loss:0.002901 + +2023-05-22 18:25:31,053 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:25:44,334 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:26:04,439 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.09564, Head : 0.06883, Avg : 0.08223 + MR: Tail : 813.93, Head : 1009.0, Avg : 911.46 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09831, Head : 0.06142, Avg : 0.07986 + Hit-10: Tail : 0.21532, Head : 0.15463, Avg : 0.18497 +2023-05-22 18:26:04,440 - [INFO] - [Epoch 119]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 18:26:05,504 - [INFO] - [E:120| 0]: Train Loss:0.002944, Val MRR:0.08254, ice00001 +2023-05-22 18:27:42,353 - [INFO] - [E:120| 100]: Train Loss:0.0029041, Val MRR:0.08254, ice00001 +2023-05-22 18:29:19,591 - [INFO] - [E:120| 200]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-22 18:30:56,997 - [INFO] - [E:120| 300]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 18:32:33,991 - [INFO] - [E:120| 400]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-22 18:34:11,981 - [INFO] - [E:120| 500]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-22 18:35:38,579 - [INFO] - [E:120| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 18:37:15,663 - [INFO] - [E:120| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 18:38:53,752 - [INFO] - [E:120| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 18:40:32,014 - [INFO] - [E:120| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 18:41:40,398 - [INFO] - [Epoch:120]: Training Loss:0.002901 + +2023-05-22 18:41:40,649 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:42:03,326 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:42:25,678 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.09319, Head : 0.06999, Avg : 0.08159 + +2023-05-22 18:42:25,678 - [INFO] - [Epoch 120]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 18:42:26,790 - [INFO] - [E:121| 0]: Train Loss:0.0028711, Val MRR:0.08254, ice00001 +2023-05-22 18:43:53,529 - [INFO] - [E:121| 100]: Train Loss:0.0029077, Val MRR:0.08254, ice00001 +2023-05-22 18:45:31,238 - [INFO] - [E:121| 200]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-22 18:47:09,509 - [INFO] - [E:121| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 18:48:47,466 - [INFO] - [E:121| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 18:50:23,550 - [INFO] - [E:121| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 18:51:50,166 - [INFO] - [E:121| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 18:53:27,486 - [INFO] - [E:121| 700]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 18:55:05,384 - [INFO] - [E:121| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 18:56:43,366 - [INFO] - [E:121| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 18:57:52,242 - [INFO] - [Epoch:121]: Training Loss:0.002902 + +2023-05-22 18:57:52,607 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:58:15,496 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:58:38,011 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.09505, Head : 0.06853, Avg : 0.08179 + +2023-05-22 18:58:38,011 - [INFO] - [Epoch 121]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 18:58:39,141 - [INFO] - [E:122| 0]: Train Loss:0.0028968, Val MRR:0.08254, ice00001 +2023-05-22 19:00:16,879 - [INFO] - [E:122| 100]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 19:01:43,782 - [INFO] - [E:122| 200]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 19:03:21,013 - [INFO] - [E:122| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 19:04:57,422 - [INFO] - [E:122| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 19:06:34,333 - [INFO] - [E:122| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:08:13,314 - [INFO] - [E:122| 600]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 19:09:40,763 - [INFO] - [E:122| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 19:11:18,370 - [INFO] - [E:122| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 19:12:56,703 - [INFO] - [E:122| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 19:14:05,603 - [INFO] - [Epoch:122]: Training Loss:0.002902 + +2023-05-22 19:14:05,854 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 19:14:28,540 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 19:14:50,929 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.09512, Head : 0.06927, Avg : 0.0822 + +2023-05-22 19:14:50,929 - [INFO] - [Epoch 122]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 19:14:52,058 - [INFO] - [E:123| 0]: Train Loss:0.0028764, Val MRR:0.08254, ice00001 +2023-05-22 19:16:29,408 - [INFO] - [E:123| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 19:18:02,651 - [INFO] - [E:123| 200]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 19:19:33,092 - [INFO] - [E:123| 300]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:21:10,920 - [INFO] - [E:123| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 19:22:49,292 - [INFO] - [E:123| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 19:24:26,939 - [INFO] - [E:123| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 19:26:04,331 - [INFO] - [E:123| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 19:27:32,025 - [INFO] - [E:123| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 19:29:09,124 - [INFO] - [E:123| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:30:17,758 - [INFO] - [Epoch:123]: Training Loss:0.002902 + +2023-05-22 19:30:18,167 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 19:30:40,580 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 19:31:02,624 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.09223, Head : 0.06872, Avg : 0.08047 + +2023-05-22 19:31:02,624 - [INFO] - [Epoch 123]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 19:31:03,563 - [INFO] - [E:124| 0]: Train Loss:0.0028778, Val MRR:0.08254, ice00001 +2023-05-22 19:32:40,868 - [INFO] - [E:124| 100]: Train Loss:0.0028964, Val MRR:0.08254, ice00001 +2023-05-22 19:34:17,516 - [INFO] - [E:124| 200]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-22 19:35:45,255 - [INFO] - [E:124| 300]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 19:37:22,225 - [INFO] - [E:124| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:38:59,017 - [INFO] - [E:124| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 19:40:36,009 - [INFO] - [E:124| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 19:42:13,087 - [INFO] - [E:124| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:43:50,411 - [INFO] - [E:124| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:45:17,071 - [INFO] - [E:124| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 19:46:25,439 - [INFO] - [Epoch:124]: Training Loss:0.002901 + +2023-05-22 19:46:25,812 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 19:46:48,172 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 19:47:10,183 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.09542, Head : 0.06903, Avg : 0.08222 + +2023-05-22 19:47:10,183 - [INFO] - [Epoch 124]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 19:47:11,358 - [INFO] - [E:125| 0]: Train Loss:0.0028904, Val MRR:0.08254, ice00001 +2023-05-22 19:48:47,155 - [INFO] - [E:125| 100]: Train Loss:0.0029074, Val MRR:0.08254, ice00001 +2023-05-22 19:50:23,902 - [INFO] - [E:125| 200]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-22 19:52:01,308 - [INFO] - [E:125| 300]: Train Loss:0.0029051, Val MRR:0.08254, ice00001 +2023-05-22 19:53:28,503 - [INFO] - [E:125| 400]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-22 19:55:06,020 - [INFO] - [E:125| 500]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-22 19:56:45,453 - [INFO] - [E:125| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 19:58:23,377 - [INFO] - [E:125| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 20:00:00,859 - [INFO] - [E:125| 800]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 20:01:34,358 - [INFO] - [E:125| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 20:02:35,651 - [INFO] - [Epoch:125]: Training Loss:0.002901 + +2023-05-22 20:02:35,982 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:02:58,112 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:03:20,244 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.09404, Head : 0.06903, Avg : 0.08153 + +2023-05-22 20:03:20,244 - [INFO] - [Epoch 125]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 20:03:21,359 - [INFO] - [E:126| 0]: Train Loss:0.0028769, Val MRR:0.08254, ice00001 +2023-05-22 20:04:58,363 - [INFO] - [E:126| 100]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 20:06:35,714 - [INFO] - [E:126| 200]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-22 20:08:13,302 - [INFO] - [E:126| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 20:09:51,020 - [INFO] - [E:126| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 20:11:18,921 - [INFO] - [E:126| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 20:12:56,567 - [INFO] - [E:126| 600]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 20:14:34,128 - [INFO] - [E:126| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 20:16:11,370 - [INFO] - [E:126| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 20:17:48,065 - [INFO] - [E:126| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 20:18:53,738 - [INFO] - [Epoch:126]: Training Loss:0.002901 + +2023-05-22 20:18:53,955 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:19:08,411 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:19:30,437 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.0951, Head : 0.06876, Avg : 0.08193 + +2023-05-22 20:19:30,437 - [INFO] - [Epoch 126]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 20:19:31,542 - [INFO] - [E:127| 0]: Train Loss:0.0029062, Val MRR:0.08254, ice00001 +2023-05-22 20:21:09,053 - [INFO] - [E:127| 100]: Train Loss:0.0028953, Val MRR:0.08254, ice00001 +2023-05-22 20:22:46,450 - [INFO] - [E:127| 200]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 20:24:23,939 - [INFO] - [E:127| 300]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-22 20:26:01,171 - [INFO] - [E:127| 400]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-22 20:27:36,562 - [INFO] - [E:127| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 20:29:06,177 - [INFO] - [E:127| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 20:30:43,055 - [INFO] - [E:127| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 20:32:19,494 - [INFO] - [E:127| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 20:33:57,139 - [INFO] - [E:127| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 20:35:06,146 - [INFO] - [Epoch:127]: Training Loss:0.002902 + +2023-05-22 20:35:06,503 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:35:29,088 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:35:51,194 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.09451, Head : 0.06968, Avg : 0.08209 + +2023-05-22 20:35:51,194 - [INFO] - [Epoch 127]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 20:35:52,091 - [INFO] - [E:128| 0]: Train Loss:0.0029299, Val MRR:0.08254, ice00001 +2023-05-22 20:37:19,094 - [INFO] - [E:128| 100]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 20:38:56,216 - [INFO] - [E:128| 200]: Train Loss:0.0029051, Val MRR:0.08254, ice00001 +2023-05-22 20:40:33,202 - [INFO] - [E:128| 300]: Train Loss:0.0029043, Val MRR:0.08254, ice00001 +2023-05-22 20:42:10,455 - [INFO] - [E:128| 400]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 20:43:47,777 - [INFO] - [E:128| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 20:45:18,352 - [INFO] - [E:128| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 20:46:52,641 - [INFO] - [E:128| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 20:48:30,238 - [INFO] - [E:128| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 20:50:07,480 - [INFO] - [E:128| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 20:51:15,568 - [INFO] - [Epoch:128]: Training Loss:0.002901 + +2023-05-22 20:51:16,029 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:51:38,701 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:52:00,800 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.09305, Head : 0.06394, Avg : 0.07849 + +2023-05-22 20:52:00,800 - [INFO] - [Epoch 128]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 20:52:01,754 - [INFO] - [E:129| 0]: Train Loss:0.0028908, Val MRR:0.08254, ice00001 +2023-05-22 20:53:38,909 - [INFO] - [E:129| 100]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 20:55:06,820 - [INFO] - [E:129| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 20:56:44,885 - [INFO] - [E:129| 300]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 20:58:22,740 - [INFO] - [E:129| 400]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-22 20:59:59,359 - [INFO] - [E:129| 500]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 21:01:36,507 - [INFO] - [E:129| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 21:03:03,356 - [INFO] - [E:129| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:04:40,479 - [INFO] - [E:129| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 21:06:17,116 - [INFO] - [E:129| 900]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 21:07:25,077 - [INFO] - [Epoch:129]: Training Loss:0.002902 + +2023-05-22 21:07:25,412 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:07:47,998 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:08:09,923 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.09274, Head : 0.06949, Avg : 0.08112 + MR: Tail : 756.82, Head : 920.39, Avg : 838.61 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.08181, Head : 0.06506, Avg : 0.07343 + Hit-10: Tail : 0.2101, Head : 0.15305, Avg : 0.18158 +2023-05-22 21:08:09,923 - [INFO] - [Epoch 129]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 21:08:10,991 - [INFO] - [E:130| 0]: Train Loss:0.0028711, Val MRR:0.08254, ice00001 +2023-05-22 21:09:47,674 - [INFO] - [E:130| 100]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 21:11:17,606 - [INFO] - [E:130| 200]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-22 21:12:51,512 - [INFO] - [E:130| 300]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-22 21:14:28,038 - [INFO] - [E:130| 400]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 21:16:04,052 - [INFO] - [E:130| 500]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:17:41,912 - [INFO] - [E:130| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 21:19:19,154 - [INFO] - [E:130| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 21:20:46,419 - [INFO] - [E:130| 800]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 21:22:23,449 - [INFO] - [E:130| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:23:32,065 - [INFO] - [Epoch:130]: Training Loss:0.002901 + +2023-05-22 21:23:32,392 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:23:55,214 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:24:17,355 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.09421, Head : 0.06901, Avg : 0.08161 + +2023-05-22 21:24:17,356 - [INFO] - [Epoch 130]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 21:24:18,561 - [INFO] - [E:131| 0]: Train Loss:0.0028511, Val MRR:0.08254, ice00001 +2023-05-22 21:25:55,690 - [INFO] - [E:131| 100]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-22 21:27:33,151 - [INFO] - [E:131| 200]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 21:28:59,357 - [INFO] - [E:131| 300]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 21:30:36,217 - [INFO] - [E:131| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 21:32:14,169 - [INFO] - [E:131| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 21:33:53,725 - [INFO] - [E:131| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 21:35:31,039 - [INFO] - [E:131| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 21:37:08,118 - [INFO] - [E:131| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:38:35,784 - [INFO] - [E:131| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 21:39:44,020 - [INFO] - [Epoch:131]: Training Loss:0.002901 + +2023-05-22 21:39:44,468 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:40:06,908 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:40:29,031 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.09425, Head : 0.06868, Avg : 0.08146 + +2023-05-22 21:40:29,031 - [INFO] - [Epoch 131]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 21:40:29,793 - [INFO] - [E:132| 0]: Train Loss:0.0028842, Val MRR:0.08254, ice00001 +2023-05-22 21:42:08,116 - [INFO] - [E:132| 100]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 21:43:44,929 - [INFO] - [E:132| 200]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-22 21:45:22,049 - [INFO] - [E:132| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 21:46:49,179 - [INFO] - [E:132| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 21:48:26,620 - [INFO] - [E:132| 500]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 21:50:03,872 - [INFO] - [E:132| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:51:41,077 - [INFO] - [E:132| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 21:53:18,390 - [INFO] - [E:132| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 21:54:50,126 - [INFO] - [E:132| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 21:55:54,144 - [INFO] - [Epoch:132]: Training Loss:0.002901 + +2023-05-22 21:55:54,522 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:56:16,985 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:56:39,166 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.09554, Head : 0.06916, Avg : 0.08235 + +2023-05-22 21:56:39,166 - [INFO] - [Epoch 132]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 21:56:39,961 - [INFO] - [E:133| 0]: Train Loss:0.0028536, Val MRR:0.08254, ice00001 +2023-05-22 21:58:16,147 - [INFO] - [E:133| 100]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 21:59:53,100 - [INFO] - [E:133| 200]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 22:01:30,433 - [INFO] - [E:133| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 22:03:08,192 - [INFO] - [E:133| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 22:04:35,657 - [INFO] - [E:133| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 22:06:13,760 - [INFO] - [E:133| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 22:07:51,402 - [INFO] - [E:133| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:09:29,000 - [INFO] - [E:133| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 22:11:06,803 - [INFO] - [E:133| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 22:12:08,983 - [INFO] - [Epoch:133]: Training Loss:0.002901 + +2023-05-22 22:12:09,192 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 22:12:26,017 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:12:47,828 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.09406, Head : 0.06995, Avg : 0.08201 + +2023-05-22 22:12:47,828 - [INFO] - [Epoch 133]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 22:12:48,764 - [INFO] - [E:134| 0]: Train Loss:0.0029431, Val MRR:0.08254, ice00001 +2023-05-22 22:14:25,913 - [INFO] - [E:134| 100]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-22 22:16:03,593 - [INFO] - [E:134| 200]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 22:17:41,468 - [INFO] - [E:134| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 22:19:19,036 - [INFO] - [E:134| 400]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:20:55,963 - [INFO] - [E:134| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 22:22:26,056 - [INFO] - [E:134| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 22:24:03,671 - [INFO] - [E:134| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 22:25:41,351 - [INFO] - [E:134| 800]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 22:27:17,180 - [INFO] - [E:134| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:28:25,827 - [INFO] - [Epoch:134]: Training Loss:0.002902 + +2023-05-22 22:28:26,206 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 22:28:48,756 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:29:10,924 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.09439, Head : 0.06856, Avg : 0.08147 + +2023-05-22 22:29:10,925 - [INFO] - [Epoch 134]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 22:29:12,072 - [INFO] - [E:135| 0]: Train Loss:0.0029326, Val MRR:0.08254, ice00001 +2023-05-22 22:30:39,799 - [INFO] - [E:135| 100]: Train Loss:0.0028984, Val MRR:0.08254, ice00001 +2023-05-22 22:32:17,319 - [INFO] - [E:135| 200]: Train Loss:0.0028978, Val MRR:0.08254, ice00001 +2023-05-22 22:33:54,892 - [INFO] - [E:135| 300]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-22 22:35:33,039 - [INFO] - [E:135| 400]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 22:37:11,594 - [INFO] - [E:135| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 22:38:38,916 - [INFO] - [E:135| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 22:40:16,953 - [INFO] - [E:135| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 22:41:53,150 - [INFO] - [E:135| 800]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 22:43:30,414 - [INFO] - [E:135| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 22:44:39,002 - [INFO] - [Epoch:135]: Training Loss:0.002902 + +2023-05-22 22:44:39,252 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 22:45:01,661 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:45:23,663 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.09567, Head : 0.06873, Avg : 0.0822 + +2023-05-22 22:45:23,663 - [INFO] - [Epoch 135]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 22:45:24,773 - [INFO] - [E:136| 0]: Train Loss:0.002892, Val MRR:0.08254, ice00001 +2023-05-22 22:46:56,443 - [INFO] - [E:136| 100]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 22:48:29,790 - [INFO] - [E:136| 200]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 22:50:06,563 - [INFO] - [E:136| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:51:43,435 - [INFO] - [E:136| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 22:53:20,827 - [INFO] - [E:136| 500]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:54:57,507 - [INFO] - [E:136| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 22:56:24,172 - [INFO] - [E:136| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 22:58:01,927 - [INFO] - [E:136| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 22:59:40,360 - [INFO] - [E:136| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 23:00:49,556 - [INFO] - [Epoch:136]: Training Loss:0.002902 + +2023-05-22 23:00:49,970 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:01:12,245 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:01:34,618 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.09518, Head : 0.06913, Avg : 0.08215 + +2023-05-22 23:01:34,618 - [INFO] - [Epoch 136]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 23:01:35,505 - [INFO] - [E:137| 0]: Train Loss:0.0029063, Val MRR:0.08254, ice00001 +2023-05-22 23:03:13,295 - [INFO] - [E:137| 100]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 23:04:40,799 - [INFO] - [E:137| 200]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 23:06:17,545 - [INFO] - [E:137| 300]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-22 23:07:54,627 - [INFO] - [E:137| 400]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 23:09:33,424 - [INFO] - [E:137| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 23:11:10,611 - [INFO] - [E:137| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 23:12:49,252 - [INFO] - [E:137| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 23:14:16,911 - [INFO] - [E:137| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 23:15:54,910 - [INFO] - [E:137| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 23:17:03,980 - [INFO] - [Epoch:137]: Training Loss:0.002902 + +2023-05-22 23:17:04,232 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:17:26,591 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:17:48,835 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.09541, Head : 0.06883, Avg : 0.08212 + +2023-05-22 23:17:48,835 - [INFO] - [Epoch 137]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 23:17:49,944 - [INFO] - [E:138| 0]: Train Loss:0.0029325, Val MRR:0.08254, ice00001 +2023-05-22 23:19:27,407 - [INFO] - [E:138| 100]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 23:21:04,051 - [INFO] - [E:138| 200]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-22 23:22:30,846 - [INFO] - [E:138| 300]: Train Loss:0.0029044, Val MRR:0.08254, ice00001 +2023-05-22 23:24:06,221 - [INFO] - [E:138| 400]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 23:25:42,099 - [INFO] - [E:138| 500]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 23:27:19,274 - [INFO] - [E:138| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 23:28:55,908 - [INFO] - [E:138| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 23:30:30,692 - [INFO] - [E:138| 800]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 23:32:01,286 - [INFO] - [E:138| 900]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 23:33:10,145 - [INFO] - [Epoch:138]: Training Loss:0.002902 + +2023-05-22 23:33:10,557 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:33:32,768 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:33:55,062 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.09428, Head : 0.06876, Avg : 0.08152 + +2023-05-22 23:33:55,062 - [INFO] - [Epoch 138]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 23:33:56,062 - [INFO] - [E:139| 0]: Train Loss:0.0029208, Val MRR:0.08254, ice00001 +2023-05-22 23:35:34,336 - [INFO] - [E:139| 100]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-22 23:37:12,027 - [INFO] - [E:139| 200]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 23:38:49,160 - [INFO] - [E:139| 300]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 23:40:16,396 - [INFO] - [E:139| 400]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 23:41:54,480 - [INFO] - [E:139| 500]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 23:43:32,614 - [INFO] - [E:139| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 23:45:10,973 - [INFO] - [E:139| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 23:46:49,244 - [INFO] - [E:139| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 23:48:17,076 - [INFO] - [E:139| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 23:49:25,482 - [INFO] - [Epoch:139]: Training Loss:0.002901 + +2023-05-22 23:49:25,755 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:49:48,325 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:50:10,721 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.09505, Head : 0.0694, Avg : 0.08223 + MR: Tail : 849.57, Head : 989.43, Avg : 919.5 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09977, Head : 0.06251, Avg : 0.08114 + Hit-10: Tail : 0.21083, Head : 0.15754, Avg : 0.18418 +2023-05-22 23:50:10,722 - [INFO] - [Epoch 139]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 23:50:11,571 - [INFO] - [E:140| 0]: Train Loss:0.0028737, Val MRR:0.08254, ice00001 +2023-05-22 23:51:48,660 - [INFO] - [E:140| 100]: Train Loss:0.0029057, Val MRR:0.08254, ice00001 +2023-05-22 23:53:24,543 - [INFO] - [E:140| 200]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 23:55:01,554 - [INFO] - [E:140| 300]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 23:56:38,306 - [INFO] - [E:140| 400]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 23:58:09,030 - [INFO] - [E:140| 500]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 23:59:47,190 - [INFO] - [E:140| 600]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-23 00:01:24,653 - [INFO] - [E:140| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 00:03:02,578 - [INFO] - [E:140| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 00:04:40,568 - [INFO] - [E:140| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 00:05:39,286 - [INFO] - [Epoch:140]: Training Loss:0.002902 + +2023-05-23 00:05:39,604 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:06:02,714 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:06:24,939 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.09508, Head : 0.06951, Avg : 0.0823 + +2023-05-23 00:06:24,939 - [INFO] - [Epoch 140]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 00:06:26,088 - [INFO] - [E:141| 0]: Train Loss:0.0028834, Val MRR:0.08254, ice00001 +2023-05-23 00:08:02,131 - [INFO] - [E:141| 100]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 00:09:39,438 - [INFO] - [E:141| 200]: Train Loss:0.0029041, Val MRR:0.08254, ice00001 +2023-05-23 00:11:16,938 - [INFO] - [E:141| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 00:12:55,004 - [INFO] - [E:141| 400]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 00:14:22,087 - [INFO] - [E:141| 500]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-23 00:15:59,670 - [INFO] - [E:141| 600]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 00:17:37,881 - [INFO] - [E:141| 700]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-23 00:19:15,602 - [INFO] - [E:141| 800]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 00:20:53,132 - [INFO] - [E:141| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 00:22:00,788 - [INFO] - [Epoch:141]: Training Loss:0.002901 + +2023-05-23 00:22:01,290 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:22:23,214 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:22:41,421 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.0953, Head : 0.06936, Avg : 0.08233 + +2023-05-23 00:22:41,421 - [INFO] - [Epoch 141]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 00:22:42,038 - [INFO] - [E:142| 0]: Train Loss:0.0029307, Val MRR:0.08254, ice00001 +2023-05-23 00:24:12,434 - [INFO] - [E:142| 100]: Train Loss:0.0029113, Val MRR:0.08254, ice00001 +2023-05-23 00:25:49,504 - [INFO] - [E:142| 200]: Train Loss:0.0029089, Val MRR:0.08254, ice00001 +2023-05-23 00:27:26,249 - [INFO] - [E:142| 300]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-23 00:29:03,236 - [INFO] - [E:142| 400]: Train Loss:0.0029047, Val MRR:0.08254, ice00001 +2023-05-23 00:30:40,111 - [INFO] - [E:142| 500]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 00:32:07,182 - [INFO] - [E:142| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 00:33:44,739 - [INFO] - [E:142| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 00:35:21,910 - [INFO] - [E:142| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 00:36:57,912 - [INFO] - [E:142| 900]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 00:38:05,631 - [INFO] - [Epoch:142]: Training Loss:0.002901 + +2023-05-23 00:38:06,122 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:38:28,625 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:38:51,103 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.09512, Head : 0.06951, Avg : 0.08231 + +2023-05-23 00:38:51,104 - [INFO] - [Epoch 142]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 00:38:52,189 - [INFO] - [E:143| 0]: Train Loss:0.0028851, Val MRR:0.08254, ice00001 +2023-05-23 00:40:18,868 - [INFO] - [E:143| 100]: Train Loss:0.0028989, Val MRR:0.08254, ice00001 +2023-05-23 00:41:56,018 - [INFO] - [E:143| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 00:43:33,342 - [INFO] - [E:143| 300]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 00:45:13,219 - [INFO] - [E:143| 400]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 00:46:51,038 - [INFO] - [E:143| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 00:48:28,740 - [INFO] - [E:143| 600]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 00:49:55,382 - [INFO] - [E:143| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 00:51:31,429 - [INFO] - [E:143| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 00:53:08,003 - [INFO] - [E:143| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 00:54:16,202 - [INFO] - [Epoch:143]: Training Loss:0.002902 + +2023-05-23 00:54:16,701 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:54:39,447 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:55:01,631 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.09351, Head : 0.06934, Avg : 0.08142 + +2023-05-23 00:55:01,631 - [INFO] - [Epoch 143]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 00:55:02,835 - [INFO] - [E:144| 0]: Train Loss:0.0028981, Val MRR:0.08254, ice00001 +2023-05-23 00:56:40,145 - [INFO] - [E:144| 100]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-23 00:58:06,978 - [INFO] - [E:144| 200]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 00:59:44,325 - [INFO] - [E:144| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 01:01:21,610 - [INFO] - [E:144| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 01:02:58,336 - [INFO] - [E:144| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 01:04:35,141 - [INFO] - [E:144| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 01:06:10,307 - [INFO] - [E:144| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 01:07:38,454 - [INFO] - [E:144| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 01:09:15,341 - [INFO] - [E:144| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 01:10:23,327 - [INFO] - [Epoch:144]: Training Loss:0.002902 + +2023-05-23 01:10:23,578 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:10:46,077 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:11:08,374 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.09518, Head : 0.06896, Avg : 0.08207 + +2023-05-23 01:11:08,374 - [INFO] - [Epoch 144]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 01:11:09,485 - [INFO] - [E:145| 0]: Train Loss:0.0028371, Val MRR:0.08254, ice00001 +2023-05-23 01:12:46,693 - [INFO] - [E:145| 100]: Train Loss:0.0029044, Val MRR:0.08254, ice00001 +2023-05-23 01:14:24,001 - [INFO] - [E:145| 200]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 01:15:51,336 - [INFO] - [E:145| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 01:17:28,643 - [INFO] - [E:145| 400]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 01:19:06,761 - [INFO] - [E:145| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 01:20:43,443 - [INFO] - [E:145| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 01:22:21,044 - [INFO] - [E:145| 700]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 01:23:48,153 - [INFO] - [E:145| 800]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 01:25:25,840 - [INFO] - [E:145| 900]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 01:26:34,763 - [INFO] - [Epoch:145]: Training Loss:0.002902 + +2023-05-23 01:26:35,015 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:26:57,788 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:27:20,220 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.09505, Head : 0.06942, Avg : 0.08224 + +2023-05-23 01:27:20,220 - [INFO] - [Epoch 145]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 01:27:21,367 - [INFO] - [E:146| 0]: Train Loss:0.0029161, Val MRR:0.08254, ice00001 +2023-05-23 01:28:58,657 - [INFO] - [E:146| 100]: Train Loss:0.0028948, Val MRR:0.08254, ice00001 +2023-05-23 01:30:36,591 - [INFO] - [E:146| 200]: Train Loss:0.0028969, Val MRR:0.08254, ice00001 +2023-05-23 01:32:13,726 - [INFO] - [E:146| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 01:33:42,824 - [INFO] - [E:146| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 01:35:19,564 - [INFO] - [E:146| 500]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 01:36:57,604 - [INFO] - [E:146| 600]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 01:38:35,138 - [INFO] - [E:146| 700]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 01:40:13,003 - [INFO] - [E:146| 800]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 01:41:40,398 - [INFO] - [E:146| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 01:42:48,715 - [INFO] - [Epoch:146]: Training Loss:0.002901 + +2023-05-23 01:42:48,966 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:43:11,646 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:43:33,831 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.0927, Head : 0.06967, Avg : 0.08119 + +2023-05-23 01:43:33,831 - [INFO] - [Epoch 146]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 01:43:34,957 - [INFO] - [E:147| 0]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 01:45:12,091 - [INFO] - [E:147| 100]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 01:46:48,745 - [INFO] - [E:147| 200]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-23 01:48:25,424 - [INFO] - [E:147| 300]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-23 01:49:53,710 - [INFO] - [E:147| 400]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 01:51:29,435 - [INFO] - [E:147| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 01:53:06,917 - [INFO] - [E:147| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 01:54:44,051 - [INFO] - [E:147| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 01:56:21,435 - [INFO] - [E:147| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 01:57:58,703 - [INFO] - [E:147| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 01:58:57,014 - [INFO] - [Epoch:147]: Training Loss:0.002902 + +2023-05-23 01:58:57,507 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:59:20,379 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:59:42,650 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.09529, Head : 0.06912, Avg : 0.0822 + +2023-05-23 01:59:42,651 - [INFO] - [Epoch 147]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 01:59:43,668 - [INFO] - [E:148| 0]: Train Loss:0.002882, Val MRR:0.08254, ice00001 +2023-05-23 02:01:20,580 - [INFO] - [E:148| 100]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 02:02:57,305 - [INFO] - [E:148| 200]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-23 02:04:33,969 - [INFO] - [E:148| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 02:06:12,070 - [INFO] - [E:148| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 02:07:39,383 - [INFO] - [E:148| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 02:09:16,893 - [INFO] - [E:148| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 02:10:54,204 - [INFO] - [E:148| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 02:12:31,989 - [INFO] - [E:148| 800]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 02:14:09,362 - [INFO] - [E:148| 900]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 02:15:17,887 - [INFO] - [Epoch:148]: Training Loss:0.002902 + +2023-05-23 02:15:18,385 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 02:15:40,937 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 02:15:58,916 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.09439, Head : 0.06942, Avg : 0.08191 + +2023-05-23 02:15:58,916 - [INFO] - [Epoch 148]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 02:15:59,532 - [INFO] - [E:149| 0]: Train Loss:0.002916, Val MRR:0.08254, ice00001 +2023-05-23 02:17:29,395 - [INFO] - [E:149| 100]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 02:19:06,222 - [INFO] - [E:149| 200]: Train Loss:0.0028983, Val MRR:0.08254, ice00001 +2023-05-23 02:20:43,344 - [INFO] - [E:149| 300]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 02:22:22,780 - [INFO] - [E:149| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 02:24:00,624 - [INFO] - [E:149| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 02:25:28,608 - [INFO] - [E:149| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 02:27:06,776 - [INFO] - [E:149| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 02:28:45,101 - [INFO] - [E:149| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 02:30:23,295 - [INFO] - [E:149| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 02:31:31,928 - [INFO] - [Epoch:149]: Training Loss:0.002902 + +2023-05-23 02:31:32,377 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 02:31:54,339 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 02:32:16,667 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.09463, Head : 0.06983, Avg : 0.08223 + MR: Tail : 844.54, Head : 1022.8, Avg : 933.69 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09977, Head : 0.06251, Avg : 0.08114 + Hit-10: Tail : 0.21119, Head : 0.159, Avg : 0.1851 +2023-05-23 02:32:16,667 - [INFO] - [Epoch 149]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 02:32:17,553 - [INFO] - [E:150| 0]: Train Loss:0.002895, Val MRR:0.08254, ice00001 +2023-05-23 02:33:44,505 - [INFO] - [E:150| 100]: Train Loss:0.0028972, Val MRR:0.08254, ice00001 +2023-05-23 02:35:22,371 - [INFO] - [E:150| 200]: Train Loss:0.0028975, Val MRR:0.08254, ice00001 +2023-05-23 02:37:00,132 - [INFO] - [E:150| 300]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 02:38:37,144 - [INFO] - [E:150| 400]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 02:40:14,589 - [INFO] - [E:150| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 02:41:52,560 - [INFO] - [E:150| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 02:43:19,782 - [INFO] - [E:150| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 02:44:57,156 - [INFO] - [E:150| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 02:46:33,727 - [INFO] - [E:150| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 02:47:41,898 - [INFO] - [Epoch:150]: Training Loss:0.002902 + +2023-05-23 02:47:42,280 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 02:48:04,849 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 02:48:26,773 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.09418, Head : 0.0697, Avg : 0.08194 + +2023-05-23 02:48:26,773 - [INFO] - [Epoch 150]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 02:48:27,831 - [INFO] - [E:151| 0]: Train Loss:0.0029403, Val MRR:0.08254, ice00001 +2023-05-23 02:50:04,742 - [INFO] - [E:151| 100]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 02:51:32,158 - [INFO] - [E:151| 200]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 02:53:10,087 - [INFO] - [E:151| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 02:54:47,934 - [INFO] - [E:151| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 02:56:25,698 - [INFO] - [E:151| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 02:58:03,562 - [INFO] - [E:151| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 02:59:33,137 - [INFO] - [E:151| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 03:01:07,288 - [INFO] - [E:151| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 03:02:44,127 - [INFO] - [E:151| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 03:03:53,004 - [INFO] - [Epoch:151]: Training Loss:0.002901 + +2023-05-23 03:03:53,413 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:04:16,076 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:04:38,369 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.09349, Head : 0.06975, Avg : 0.08162 + +2023-05-23 03:04:38,369 - [INFO] - [Epoch 151]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 03:04:39,368 - [INFO] - [E:152| 0]: Train Loss:0.0029166, Val MRR:0.08254, ice00001 +2023-05-23 03:06:17,156 - [INFO] - [E:152| 100]: Train Loss:0.0029063, Val MRR:0.08254, ice00001 +2023-05-23 03:07:55,529 - [INFO] - [E:152| 200]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 03:09:24,845 - [INFO] - [E:152| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 03:11:01,890 - [INFO] - [E:152| 400]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 03:12:39,191 - [INFO] - [E:152| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 03:14:16,719 - [INFO] - [E:152| 600]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 03:15:53,711 - [INFO] - [E:152| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 03:17:20,802 - [INFO] - [E:152| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 03:18:59,000 - [INFO] - [E:152| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 03:20:08,050 - [INFO] - [Epoch:152]: Training Loss:0.002901 + +2023-05-23 03:20:08,387 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:20:31,235 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:20:53,864 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.09295, Head : 0.06961, Avg : 0.08128 + +2023-05-23 03:20:53,864 - [INFO] - [Epoch 152]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 03:20:54,929 - [INFO] - [E:153| 0]: Train Loss:0.0029073, Val MRR:0.08254, ice00001 +2023-05-23 03:22:33,317 - [INFO] - [E:153| 100]: Train Loss:0.002895, Val MRR:0.08254, ice00001 +2023-05-23 03:24:11,199 - [INFO] - [E:153| 200]: Train Loss:0.0028956, Val MRR:0.08254, ice00001 +2023-05-23 03:25:40,388 - [INFO] - [E:153| 300]: Train Loss:0.0028968, Val MRR:0.08254, ice00001 +2023-05-23 03:27:16,561 - [INFO] - [E:153| 400]: Train Loss:0.0028978, Val MRR:0.08254, ice00001 +2023-05-23 03:28:54,507 - [INFO] - [E:153| 500]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 03:30:31,074 - [INFO] - [E:153| 600]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 03:32:07,989 - [INFO] - [E:153| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 03:33:44,670 - [INFO] - [E:153| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 03:35:11,760 - [INFO] - [E:153| 900]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 03:36:19,992 - [INFO] - [Epoch:153]: Training Loss:0.002902 + +2023-05-23 03:36:20,490 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:36:42,862 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:37:05,136 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.09306, Head : 0.06996, Avg : 0.08151 + +2023-05-23 03:37:05,136 - [INFO] - [Epoch 153]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 03:37:05,921 - [INFO] - [E:154| 0]: Train Loss:0.0029136, Val MRR:0.08254, ice00001 +2023-05-23 03:38:43,952 - [INFO] - [E:154| 100]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 03:40:21,315 - [INFO] - [E:154| 200]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 03:41:59,464 - [INFO] - [E:154| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 03:43:26,937 - [INFO] - [E:154| 400]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 03:45:03,222 - [INFO] - [E:154| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 03:46:39,748 - [INFO] - [E:154| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 03:48:17,715 - [INFO] - [E:154| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 03:49:55,466 - [INFO] - [E:154| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 03:51:32,553 - [INFO] - [E:154| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 03:52:30,910 - [INFO] - [Epoch:154]: Training Loss:0.002901 + +2023-05-23 03:52:31,201 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:52:53,634 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:53:15,972 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.09571, Head : 0.06816, Avg : 0.08193 + +2023-05-23 03:53:15,972 - [INFO] - [Epoch 154]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 03:53:17,083 - [INFO] - [E:155| 0]: Train Loss:0.0028818, Val MRR:0.08254, ice00001 +2023-05-23 03:54:54,595 - [INFO] - [E:155| 100]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-23 03:56:32,323 - [INFO] - [E:155| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-23 03:58:11,551 - [INFO] - [E:155| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 03:59:47,908 - [INFO] - [E:155| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 04:01:14,985 - [INFO] - [E:155| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 04:02:52,954 - [INFO] - [E:155| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 04:04:30,552 - [INFO] - [E:155| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 04:06:08,005 - [INFO] - [E:155| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 04:07:44,908 - [INFO] - [E:155| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 04:08:53,183 - [INFO] - [Epoch:155]: Training Loss:0.002902 + +2023-05-23 04:08:53,434 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:09:11,546 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:09:26,379 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.09519, Head : 0.06889, Avg : 0.08204 + +2023-05-23 04:09:26,379 - [INFO] - [Epoch 155]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 04:09:27,524 - [INFO] - [E:156| 0]: Train Loss:0.0029427, Val MRR:0.08254, ice00001 +2023-05-23 04:11:04,904 - [INFO] - [E:156| 100]: Train Loss:0.0029041, Val MRR:0.08254, ice00001 +2023-05-23 04:12:42,410 - [INFO] - [E:156| 200]: Train Loss:0.0029057, Val MRR:0.08254, ice00001 +2023-05-23 04:14:19,522 - [INFO] - [E:156| 300]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-23 04:15:57,697 - [INFO] - [E:156| 400]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-23 04:17:34,748 - [INFO] - [E:156| 500]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 04:19:02,805 - [INFO] - [E:156| 600]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 04:20:41,105 - [INFO] - [E:156| 700]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-23 04:22:18,779 - [INFO] - [E:156| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 04:23:56,035 - [INFO] - [E:156| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 04:25:05,279 - [INFO] - [Epoch:156]: Training Loss:0.002901 + +2023-05-23 04:25:05,530 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:25:28,171 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:25:50,503 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.09478, Head : 0.06858, Avg : 0.08168 + +2023-05-23 04:25:50,503 - [INFO] - [Epoch 156]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 04:25:51,620 - [INFO] - [E:157| 0]: Train Loss:0.0029522, Val MRR:0.08254, ice00001 +2023-05-23 04:27:18,923 - [INFO] - [E:157| 100]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-23 04:28:55,328 - [INFO] - [E:157| 200]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 04:30:32,508 - [INFO] - [E:157| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 04:32:09,739 - [INFO] - [E:157| 400]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 04:33:47,369 - [INFO] - [E:157| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 04:35:19,048 - [INFO] - [E:157| 600]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 04:36:53,118 - [INFO] - [E:157| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 04:38:31,066 - [INFO] - [E:157| 800]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 04:40:08,592 - [INFO] - [E:157| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 04:41:16,917 - [INFO] - [Epoch:157]: Training Loss:0.002902 + +2023-05-23 04:41:17,216 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:41:39,398 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:42:01,435 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.09307, Head : 0.07017, Avg : 0.08162 + +2023-05-23 04:42:01,435 - [INFO] - [Epoch 157]: Training Loss: 0.0029019, Valid MRR: 0.08254, + + + +2023-05-23 04:42:02,400 - [INFO] - [E:158| 0]: Train Loss:0.0028715, Val MRR:0.08254, ice00001 +2023-05-23 04:43:39,214 - [INFO] - [E:158| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 04:45:06,839 - [INFO] - [E:158| 200]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 04:46:46,644 - [INFO] - [E:158| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 04:48:23,726 - [INFO] - [E:158| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 04:50:01,242 - [INFO] - [E:158| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 04:51:38,555 - [INFO] - [E:158| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 04:53:05,461 - [INFO] - [E:158| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 04:54:43,018 - [INFO] - [E:158| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 04:56:19,491 - [INFO] - [E:158| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 04:57:27,259 - [INFO] - [Epoch:158]: Training Loss:0.002902 + +2023-05-23 04:57:27,576 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:57:49,836 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:58:12,045 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.0938, Head : 0.06926, Avg : 0.08153 + +2023-05-23 04:58:12,045 - [INFO] - [Epoch 158]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 04:58:13,167 - [INFO] - [E:159| 0]: Train Loss:0.0028919, Val MRR:0.08254, ice00001 +2023-05-23 04:59:50,900 - [INFO] - [E:159| 100]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 05:01:23,080 - [INFO] - [E:159| 200]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 05:02:55,531 - [INFO] - [E:159| 300]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 05:04:33,710 - [INFO] - [E:159| 400]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 05:06:11,477 - [INFO] - [E:159| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 05:07:49,207 - [INFO] - [E:159| 600]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 05:09:26,242 - [INFO] - [E:159| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 05:10:53,379 - [INFO] - [E:159| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 05:12:30,565 - [INFO] - [E:159| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 05:13:39,517 - [INFO] - [Epoch:159]: Training Loss:0.002901 + +2023-05-23 05:13:39,998 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 05:14:02,795 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 05:14:25,183 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.09392, Head : 0.06835, Avg : 0.08113 + MR: Tail : 764.68, Head : 891.91, Avg : 828.3 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.08739, Head : 0.05887, Avg : 0.07313 + Hit-10: Tail : 0.21568, Head : 0.15499, Avg : 0.18534 +2023-05-23 05:14:25,183 - [INFO] - [Epoch 159]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 05:14:26,216 - [INFO] - [E:160| 0]: Train Loss:0.002889, Val MRR:0.08254, ice00001 +2023-05-23 05:16:03,754 - [INFO] - [E:160| 100]: Train Loss:0.0028921, Val MRR:0.08254, ice00001 +2023-05-23 05:17:41,440 - [INFO] - [E:160| 200]: Train Loss:0.0028973, Val MRR:0.08254, ice00001 +2023-05-23 05:19:09,069 - [INFO] - [E:160| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 05:20:46,614 - [INFO] - [E:160| 400]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 05:22:24,900 - [INFO] - [E:160| 500]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 05:24:03,242 - [INFO] - [E:160| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 05:25:40,416 - [INFO] - [E:160| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 05:27:17,595 - [INFO] - [E:160| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 05:28:44,618 - [INFO] - [E:160| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 05:29:54,154 - [INFO] - [Epoch:160]: Training Loss:0.002901 + +2023-05-23 05:29:54,487 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 05:30:17,492 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 05:30:39,842 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.09526, Head : 0.06905, Avg : 0.08216 + +2023-05-23 05:30:39,842 - [INFO] - [Epoch 160]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 05:30:40,983 - [INFO] - [E:161| 0]: Train Loss:0.0028982, Val MRR:0.08254, ice00001 +2023-05-23 05:32:18,615 - [INFO] - [E:161| 100]: Train Loss:0.0028966, Val MRR:0.08254, ice00001 +2023-05-23 05:33:59,384 - [INFO] - [E:161| 200]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 05:35:36,886 - [INFO] - [E:161| 300]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 05:37:05,222 - [INFO] - [E:161| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 05:38:42,774 - [INFO] - [E:161| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 05:40:19,775 - [INFO] - [E:161| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 05:41:56,837 - [INFO] - [E:161| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 05:43:34,418 - [INFO] - [E:161| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 05:45:05,674 - [INFO] - [E:161| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 05:46:10,348 - [INFO] - [Epoch:161]: Training Loss:0.002901 + +2023-05-23 05:46:10,821 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 05:46:33,033 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 05:46:54,934 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.09559, Head : 0.06905, Avg : 0.08232 + +2023-05-23 05:46:54,934 - [INFO] - [Epoch 161]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 05:46:55,724 - [INFO] - [E:162| 0]: Train Loss:0.0029533, Val MRR:0.08254, ice00001 +2023-05-23 05:48:33,016 - [INFO] - [E:162| 100]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 05:50:10,510 - [INFO] - [E:162| 200]: Train Loss:0.0028982, Val MRR:0.08254, ice00001 +2023-05-23 05:51:47,705 - [INFO] - [E:162| 300]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-23 05:53:24,864 - [INFO] - [E:162| 400]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 05:54:51,597 - [INFO] - [E:162| 500]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-23 05:56:29,026 - [INFO] - [E:162| 600]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 05:58:07,801 - [INFO] - [E:162| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 05:59:46,096 - [INFO] - [E:162| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 06:01:23,772 - [INFO] - [E:162| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 06:02:28,235 - [INFO] - [Epoch:162]: Training Loss:0.002902 + +2023-05-23 06:02:28,444 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:02:44,040 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:03:06,062 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.09351, Head : 0.06429, Avg : 0.0789 + +2023-05-23 06:03:06,062 - [INFO] - [Epoch 162]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 06:03:07,078 - [INFO] - [E:163| 0]: Train Loss:0.0028732, Val MRR:0.08254, ice00001 +2023-05-23 06:04:43,494 - [INFO] - [E:163| 100]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 06:06:20,449 - [INFO] - [E:163| 200]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-23 06:07:57,785 - [INFO] - [E:163| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 06:09:33,326 - [INFO] - [E:163| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 06:11:06,665 - [INFO] - [E:163| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 06:12:38,474 - [INFO] - [E:163| 600]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 06:14:15,860 - [INFO] - [E:163| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 06:15:53,637 - [INFO] - [E:163| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 06:17:31,441 - [INFO] - [E:163| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 06:18:40,566 - [INFO] - [Epoch:163]: Training Loss:0.002902 + +2023-05-23 06:18:40,903 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:19:03,423 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:19:25,659 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.09475, Head : 0.06953, Avg : 0.08214 + +2023-05-23 06:19:25,659 - [INFO] - [Epoch 163]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 06:19:26,766 - [INFO] - [E:164| 0]: Train Loss:0.0028341, Val MRR:0.08254, ice00001 +2023-05-23 06:20:54,667 - [INFO] - [E:164| 100]: Train Loss:0.0029052, Val MRR:0.08254, ice00001 +2023-05-23 06:22:34,369 - [INFO] - [E:164| 200]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-23 06:24:10,851 - [INFO] - [E:164| 300]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 06:25:48,557 - [INFO] - [E:164| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-23 06:27:25,989 - [INFO] - [E:164| 500]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-23 06:28:53,042 - [INFO] - [E:164| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 06:30:30,285 - [INFO] - [E:164| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 06:32:08,239 - [INFO] - [E:164| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 06:33:45,621 - [INFO] - [E:164| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 06:34:54,378 - [INFO] - [Epoch:164]: Training Loss:0.002902 + +2023-05-23 06:34:54,629 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:35:17,449 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:35:39,904 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.09571, Head : 0.06846, Avg : 0.08208 + +2023-05-23 06:35:39,904 - [INFO] - [Epoch 164]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 06:35:41,033 - [INFO] - [E:165| 0]: Train Loss:0.0028819, Val MRR:0.08254, ice00001 +2023-05-23 06:37:18,797 - [INFO] - [E:165| 100]: Train Loss:0.0028983, Val MRR:0.08254, ice00001 +2023-05-23 06:38:45,080 - [INFO] - [E:165| 200]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 06:40:22,747 - [INFO] - [E:165| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 06:42:00,393 - [INFO] - [E:165| 400]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 06:43:38,060 - [INFO] - [E:165| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 06:45:15,528 - [INFO] - [E:165| 600]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 06:46:43,008 - [INFO] - [E:165| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 06:48:20,708 - [INFO] - [E:165| 800]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 06:49:58,743 - [INFO] - [E:165| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 06:51:07,386 - [INFO] - [Epoch:165]: Training Loss:0.002902 + +2023-05-23 06:51:07,743 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:51:30,275 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:51:51,852 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.09535, Head : 0.069, Avg : 0.08217 + +2023-05-23 06:51:51,852 - [INFO] - [Epoch 165]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 06:51:52,969 - [INFO] - [E:166| 0]: Train Loss:0.0029156, Val MRR:0.08254, ice00001 +2023-05-23 06:53:29,093 - [INFO] - [E:166| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-23 06:54:56,494 - [INFO] - [E:166| 200]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 06:56:33,837 - [INFO] - [E:166| 300]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 06:58:11,419 - [INFO] - [E:166| 400]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 06:59:49,660 - [INFO] - [E:166| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 07:01:27,431 - [INFO] - [E:166| 600]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 07:03:05,320 - [INFO] - [E:166| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 07:04:32,974 - [INFO] - [E:166| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 07:06:09,955 - [INFO] - [E:166| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 07:07:18,157 - [INFO] - [Epoch:166]: Training Loss:0.002901 + +2023-05-23 07:07:18,408 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:07:40,556 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:08:02,739 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.09508, Head : 0.06927, Avg : 0.08217 + +2023-05-23 07:08:02,740 - [INFO] - [Epoch 166]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 07:08:03,623 - [INFO] - [E:167| 0]: Train Loss:0.0028862, Val MRR:0.08254, ice00001 +2023-05-23 07:09:42,736 - [INFO] - [E:167| 100]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 07:11:21,627 - [INFO] - [E:167| 200]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 07:12:49,057 - [INFO] - [E:167| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 07:14:26,929 - [INFO] - [E:167| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 07:16:05,261 - [INFO] - [E:167| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 07:17:42,426 - [INFO] - [E:167| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 07:19:20,616 - [INFO] - [E:167| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 07:20:57,492 - [INFO] - [E:167| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 07:22:25,010 - [INFO] - [E:167| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 07:23:33,414 - [INFO] - [Epoch:167]: Training Loss:0.002901 + +2023-05-23 07:23:33,737 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:23:56,486 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:24:18,612 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.09452, Head : 0.0698, Avg : 0.08216 + +2023-05-23 07:24:18,612 - [INFO] - [Epoch 167]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 07:24:19,721 - [INFO] - [E:168| 0]: Train Loss:0.0029486, Val MRR:0.08254, ice00001 +2023-05-23 07:25:57,348 - [INFO] - [E:168| 100]: Train Loss:0.0028964, Val MRR:0.08254, ice00001 +2023-05-23 07:27:34,861 - [INFO] - [E:168| 200]: Train Loss:0.0028972, Val MRR:0.08254, ice00001 +2023-05-23 07:29:12,553 - [INFO] - [E:168| 300]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 07:30:39,886 - [INFO] - [E:168| 400]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 07:32:17,538 - [INFO] - [E:168| 500]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 07:33:55,681 - [INFO] - [E:168| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 07:35:32,558 - [INFO] - [E:168| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 07:37:09,281 - [INFO] - [E:168| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 07:38:36,825 - [INFO] - [E:168| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 07:39:45,816 - [INFO] - [Epoch:168]: Training Loss:0.002901 + +2023-05-23 07:39:46,172 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:40:08,758 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:40:30,886 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.09257, Head : 0.06378, Avg : 0.07817 + +2023-05-23 07:40:30,886 - [INFO] - [Epoch 168]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 07:40:31,966 - [INFO] - [E:169| 0]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 07:42:09,234 - [INFO] - [E:169| 100]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 07:43:46,642 - [INFO] - [E:169| 200]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 07:45:24,804 - [INFO] - [E:169| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 07:47:02,353 - [INFO] - [E:169| 400]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 07:48:30,045 - [INFO] - [E:169| 500]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 07:50:06,693 - [INFO] - [E:169| 600]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 07:51:43,508 - [INFO] - [E:169| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 07:53:20,802 - [INFO] - [E:169| 800]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 07:54:57,788 - [INFO] - [E:169| 900]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 07:55:59,878 - [INFO] - [Epoch:169]: Training Loss:0.002901 + +2023-05-23 07:56:00,087 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:56:18,371 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:56:40,893 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.09452, Head : 0.06961, Avg : 0.08207 + MR: Tail : 830.41, Head : 994.53, Avg : 912.47 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09892, Head : 0.06142, Avg : 0.08017 + Hit-10: Tail : 0.21022, Head : 0.15864, Avg : 0.18443 +2023-05-23 07:56:40,893 - [INFO] - [Epoch 169]: Training Loss: 0.0029013, Valid MRR: 0.08254, + + + +2023-05-23 07:56:41,996 - [INFO] - [E:170| 0]: Train Loss:0.0029116, Val MRR:0.08254, ice00001 +2023-05-23 07:58:22,407 - [INFO] - [E:170| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 08:00:00,075 - [INFO] - [E:170| 200]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 08:01:37,229 - [INFO] - [E:170| 300]: Train Loss:0.0029043, Val MRR:0.08254, ice00001 +2023-05-23 08:03:15,023 - [INFO] - [E:170| 400]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 08:04:47,231 - [INFO] - [E:170| 500]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 08:06:18,796 - [INFO] - [E:170| 600]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 08:07:57,089 - [INFO] - [E:170| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 08:09:34,616 - [INFO] - [E:170| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 08:11:11,716 - [INFO] - [E:170| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 08:12:20,169 - [INFO] - [Epoch:170]: Training Loss:0.002901 + +2023-05-23 08:12:20,612 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:12:43,225 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:13:05,446 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.09485, Head : 0.06876, Avg : 0.0818 + +2023-05-23 08:13:05,446 - [INFO] - [Epoch 170]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 08:13:06,258 - [INFO] - [E:171| 0]: Train Loss:0.002916, Val MRR:0.08254, ice00001 +2023-05-23 08:14:33,495 - [INFO] - [E:171| 100]: Train Loss:0.0029043, Val MRR:0.08254, ice00001 +2023-05-23 08:16:11,535 - [INFO] - [E:171| 200]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-23 08:17:49,012 - [INFO] - [E:171| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 08:19:25,580 - [INFO] - [E:171| 400]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 08:21:02,679 - [INFO] - [E:171| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 08:22:30,483 - [INFO] - [E:171| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 08:24:08,343 - [INFO] - [E:171| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 08:25:46,437 - [INFO] - [E:171| 800]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 08:27:24,087 - [INFO] - [E:171| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 08:28:32,724 - [INFO] - [Epoch:171]: Training Loss:0.002901 + +2023-05-23 08:28:33,049 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:28:56,045 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:29:18,425 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.09275, Head : 0.07023, Avg : 0.08149 + +2023-05-23 08:29:18,425 - [INFO] - [Epoch 171]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 08:29:19,550 - [INFO] - [E:172| 0]: Train Loss:0.0029421, Val MRR:0.08254, ice00001 +2023-05-23 08:30:54,496 - [INFO] - [E:172| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 08:32:25,656 - [INFO] - [E:172| 200]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-23 08:34:01,996 - [INFO] - [E:172| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 08:35:39,742 - [INFO] - [E:172| 400]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-23 08:37:18,276 - [INFO] - [E:172| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 08:38:56,408 - [INFO] - [E:172| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 08:40:23,733 - [INFO] - [E:172| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 08:42:00,603 - [INFO] - [E:172| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 08:43:38,116 - [INFO] - [E:172| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 08:44:46,291 - [INFO] - [Epoch:172]: Training Loss:0.002902 + +2023-05-23 08:44:46,626 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:45:09,178 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:45:31,589 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.09339, Head : 0.06968, Avg : 0.08154 + +2023-05-23 08:45:31,589 - [INFO] - [Epoch 172]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 08:45:32,674 - [INFO] - [E:173| 0]: Train Loss:0.0029126, Val MRR:0.08254, ice00001 +2023-05-23 08:47:13,184 - [INFO] - [E:173| 100]: Train Loss:0.0029073, Val MRR:0.08254, ice00001 +2023-05-23 08:48:39,725 - [INFO] - [E:173| 200]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 08:50:15,722 - [INFO] - [E:173| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 08:51:52,218 - [INFO] - [E:173| 400]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 08:53:28,325 - [INFO] - [E:173| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 08:55:04,637 - [INFO] - [E:173| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 08:56:39,605 - [INFO] - [E:173| 700]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 08:58:07,790 - [INFO] - [E:173| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 08:59:44,699 - [INFO] - [E:173| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 09:00:52,886 - [INFO] - [Epoch:173]: Training Loss:0.002901 + +2023-05-23 09:00:53,135 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:01:15,507 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:01:37,621 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.09445, Head : 0.06949, Avg : 0.08197 + +2023-05-23 09:01:37,621 - [INFO] - [Epoch 173]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 09:01:38,749 - [INFO] - [E:174| 0]: Train Loss:0.0028754, Val MRR:0.08254, ice00001 +2023-05-23 09:03:16,291 - [INFO] - [E:174| 100]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-23 09:04:51,820 - [INFO] - [E:174| 200]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 09:06:20,012 - [INFO] - [E:174| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 09:07:56,331 - [INFO] - [E:174| 400]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 09:09:32,588 - [INFO] - [E:174| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 09:11:09,401 - [INFO] - [E:174| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 09:12:45,287 - [INFO] - [E:174| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 09:14:11,518 - [INFO] - [E:174| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 09:15:47,456 - [INFO] - [E:174| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 09:16:54,557 - [INFO] - [Epoch:174]: Training Loss:0.002902 + +2023-05-23 09:16:55,055 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:17:16,970 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:17:38,973 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.09336, Head : 0.07002, Avg : 0.08169 + +2023-05-23 09:17:38,973 - [INFO] - [Epoch 174]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 09:17:39,935 - [INFO] - [E:175| 0]: Train Loss:0.0028777, Val MRR:0.08254, ice00001 +2023-05-23 09:19:16,133 - [INFO] - [E:175| 100]: Train Loss:0.0029062, Val MRR:0.08254, ice00001 +2023-05-23 09:20:52,343 - [INFO] - [E:175| 200]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 09:22:18,709 - [INFO] - [E:175| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 09:23:54,568 - [INFO] - [E:175| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 09:25:30,398 - [INFO] - [E:175| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 09:27:06,324 - [INFO] - [E:175| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 09:28:41,959 - [INFO] - [E:175| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 09:30:08,018 - [INFO] - [E:175| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 09:31:43,954 - [INFO] - [E:175| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 09:32:55,335 - [INFO] - [Epoch:175]: Training Loss:0.002901 + +2023-05-23 09:32:55,802 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:33:17,558 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:33:39,495 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.09547, Head : 0.06857, Avg : 0.08202 + +2023-05-23 09:33:39,495 - [INFO] - [Epoch 175]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 09:33:40,305 - [INFO] - [E:176| 0]: Train Loss:0.0029081, Val MRR:0.08254, ice00001 +2023-05-23 09:35:16,685 - [INFO] - [E:176| 100]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 09:36:52,903 - [INFO] - [E:176| 200]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 09:38:19,184 - [INFO] - [E:176| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 09:39:55,247 - [INFO] - [E:176| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 09:41:31,730 - [INFO] - [E:176| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 09:43:08,743 - [INFO] - [E:176| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 09:44:45,887 - [INFO] - [E:176| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 09:46:14,574 - [INFO] - [E:176| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 09:47:48,169 - [INFO] - [E:176| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 09:48:56,042 - [INFO] - [Epoch:176]: Training Loss:0.002901 + +2023-05-23 09:48:56,293 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:49:18,625 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:49:40,454 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.09319, Head : 0.06945, Avg : 0.08132 + +2023-05-23 09:49:40,455 - [INFO] - [Epoch 176]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 09:49:41,576 - [INFO] - [E:177| 0]: Train Loss:0.0029397, Val MRR:0.08254, ice00001 +2023-05-23 09:51:17,807 - [INFO] - [E:177| 100]: Train Loss:0.0029097, Val MRR:0.08254, ice00001 +2023-05-23 09:52:53,811 - [INFO] - [E:177| 200]: Train Loss:0.0029044, Val MRR:0.08254, ice00001 +2023-05-23 09:54:24,360 - [INFO] - [E:177| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 09:55:57,255 - [INFO] - [E:177| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 09:57:33,580 - [INFO] - [E:177| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 09:59:09,822 - [INFO] - [E:177| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 10:00:46,001 - [INFO] - [E:177| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 10:02:22,312 - [INFO] - [E:177| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 10:03:48,718 - [INFO] - [E:177| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 10:04:56,700 - [INFO] - [Epoch:177]: Training Loss:0.002902 + +2023-05-23 10:04:57,162 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:05:19,206 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:05:40,950 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.09463, Head : 0.06937, Avg : 0.082 + +2023-05-23 10:05:40,950 - [INFO] - [Epoch 177]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 10:05:42,069 - [INFO] - [E:178| 0]: Train Loss:0.0029154, Val MRR:0.08254, ice00001 +2023-05-23 10:07:18,752 - [INFO] - [E:178| 100]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 10:08:55,692 - [INFO] - [E:178| 200]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 10:10:32,548 - [INFO] - [E:178| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 10:11:59,310 - [INFO] - [E:178| 400]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 10:13:35,968 - [INFO] - [E:178| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 10:15:12,063 - [INFO] - [E:178| 600]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:16:48,783 - [INFO] - [E:178| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 10:18:28,065 - [INFO] - [E:178| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:19:54,676 - [INFO] - [E:178| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 10:21:02,739 - [INFO] - [Epoch:178]: Training Loss:0.002901 + +2023-05-23 10:21:03,162 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:21:25,309 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:21:47,383 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.09372, Head : 0.06939, Avg : 0.08156 + +2023-05-23 10:21:47,383 - [INFO] - [Epoch 178]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 10:21:48,470 - [INFO] - [E:179| 0]: Train Loss:0.0029285, Val MRR:0.08254, ice00001 +2023-05-23 10:23:24,800 - [INFO] - [E:179| 100]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 10:25:00,452 - [INFO] - [E:179| 200]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-23 10:26:36,618 - [INFO] - [E:179| 300]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 10:28:02,879 - [INFO] - [E:179| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 10:29:39,028 - [INFO] - [E:179| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 10:31:15,002 - [INFO] - [E:179| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 10:32:51,342 - [INFO] - [E:179| 700]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 10:34:27,452 - [INFO] - [E:179| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 10:35:53,971 - [INFO] - [E:179| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 10:37:01,909 - [INFO] - [Epoch:179]: Training Loss:0.002901 + +2023-05-23 10:37:02,166 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:37:24,068 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:37:45,714 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.09406, Head : 0.06977, Avg : 0.08191 + MR: Tail : 757.01, Head : 943.76, Avg : 850.38 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09892, Head : 0.06142, Avg : 0.08017 + Hit-10: Tail : 0.21568, Head : 0.15499, Avg : 0.18534 +2023-05-23 10:37:45,715 - [INFO] - [Epoch 179]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 10:37:46,748 - [INFO] - [E:180| 0]: Train Loss:0.0028774, Val MRR:0.08254, ice00001 +2023-05-23 10:39:23,258 - [INFO] - [E:180| 100]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 10:41:00,102 - [INFO] - [E:180| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 10:42:37,242 - [INFO] - [E:180| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:44:04,279 - [INFO] - [E:180| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 10:45:41,059 - [INFO] - [E:180| 500]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:47:17,493 - [INFO] - [E:180| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 10:48:53,283 - [INFO] - [E:180| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 10:50:29,111 - [INFO] - [E:180| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 10:51:56,380 - [INFO] - [E:180| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:53:03,350 - [INFO] - [Epoch:180]: Training Loss:0.002902 + +2023-05-23 10:53:03,689 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:53:25,992 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:53:47,379 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.09407, Head : 0.06961, Avg : 0.08184 + +2023-05-23 10:53:47,379 - [INFO] - [Epoch 180]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 10:53:48,521 - [INFO] - [E:181| 0]: Train Loss:0.0029134, Val MRR:0.08254, ice00001 +2023-05-23 10:55:24,359 - [INFO] - [E:181| 100]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 10:57:00,570 - [INFO] - [E:181| 200]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 10:58:36,293 - [INFO] - [E:181| 300]: Train Loss:0.0028976, Val MRR:0.08254, ice00001 +2023-05-23 11:00:05,073 - [INFO] - [E:181| 400]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-23 11:01:38,686 - [INFO] - [E:181| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 11:03:16,785 - [INFO] - [E:181| 600]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 11:04:53,071 - [INFO] - [E:181| 700]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 11:06:29,102 - [INFO] - [E:181| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 11:08:05,301 - [INFO] - [E:181| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 11:09:03,454 - [INFO] - [Epoch:181]: Training Loss:0.002901 + +2023-05-23 11:09:03,940 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:09:26,039 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:09:47,997 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.09468, Head : 0.06956, Avg : 0.08212 + +2023-05-23 11:09:47,997 - [INFO] - [Epoch 181]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 11:09:49,111 - [INFO] - [E:182| 0]: Train Loss:0.0029312, Val MRR:0.08254, ice00001 +2023-05-23 11:11:25,770 - [INFO] - [E:182| 100]: Train Loss:0.0028972, Val MRR:0.08254, ice00001 +2023-05-23 11:13:02,938 - [INFO] - [E:182| 200]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 11:14:39,447 - [INFO] - [E:182| 300]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 11:16:16,004 - [INFO] - [E:182| 400]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 11:17:42,161 - [INFO] - [E:182| 500]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 11:19:18,291 - [INFO] - [E:182| 600]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 11:20:54,694 - [INFO] - [E:182| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 11:22:30,600 - [INFO] - [E:182| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 11:24:06,707 - [INFO] - [E:182| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 11:25:04,384 - [INFO] - [Epoch:182]: Training Loss:0.002902 + +2023-05-23 11:25:04,715 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:25:27,204 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:25:48,768 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.09543, Head : 0.0692, Avg : 0.08231 + +2023-05-23 11:25:48,768 - [INFO] - [Epoch 182]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 11:25:49,839 - [INFO] - [E:183| 0]: Train Loss:0.0029452, Val MRR:0.08254, ice00001 +2023-05-23 11:27:26,483 - [INFO] - [E:183| 100]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 11:29:02,996 - [INFO] - [E:183| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-23 11:30:39,623 - [INFO] - [E:183| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 11:32:15,891 - [INFO] - [E:183| 400]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 11:33:42,566 - [INFO] - [E:183| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 11:35:18,919 - [INFO] - [E:183| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 11:36:55,431 - [INFO] - [E:183| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 11:38:31,295 - [INFO] - [E:183| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 11:40:07,576 - [INFO] - [E:183| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 11:41:09,685 - [INFO] - [Epoch:183]: Training Loss:0.002901 + +2023-05-23 11:41:09,895 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:41:27,012 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:41:48,743 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.09465, Head : 0.06903, Avg : 0.08184 + +2023-05-23 11:41:48,743 - [INFO] - [Epoch 183]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 11:41:49,828 - [INFO] - [E:184| 0]: Train Loss:0.002883, Val MRR:0.08254, ice00001 +2023-05-23 11:43:26,587 - [INFO] - [E:184| 100]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-23 11:45:02,547 - [INFO] - [E:184| 200]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 11:46:38,285 - [INFO] - [E:184| 300]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 11:48:18,393 - [INFO] - [E:184| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 11:49:45,804 - [INFO] - [E:184| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 11:51:22,960 - [INFO] - [E:184| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 11:52:59,889 - [INFO] - [E:184| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 11:54:36,443 - [INFO] - [E:184| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 11:56:12,874 - [INFO] - [E:184| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 11:57:20,940 - [INFO] - [Epoch:184]: Training Loss:0.002902 + +2023-05-23 11:57:21,278 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:57:39,785 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:57:53,950 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.09275, Head : 0.06412, Avg : 0.07843 + +2023-05-23 11:57:53,950 - [INFO] - [Epoch 184]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 11:57:55,003 - [INFO] - [E:185| 0]: Train Loss:0.0028647, Val MRR:0.08254, ice00001 +2023-05-23 11:59:31,819 - [INFO] - [E:185| 100]: Train Loss:0.0029041, Val MRR:0.08254, ice00001 +2023-05-23 12:01:08,474 - [INFO] - [E:185| 200]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 12:02:45,553 - [INFO] - [E:185| 300]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 12:04:22,872 - [INFO] - [E:185| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-23 12:05:54,544 - [INFO] - [E:185| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 12:07:25,782 - [INFO] - [E:185| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 12:09:01,865 - [INFO] - [E:185| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 12:10:37,977 - [INFO] - [E:185| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 12:12:13,984 - [INFO] - [E:185| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 12:13:21,832 - [INFO] - [Epoch:185]: Training Loss:0.002902 + +2023-05-23 12:13:22,161 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:13:44,482 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:14:02,950 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.09541, Head : 0.06917, Avg : 0.08229 + +2023-05-23 12:14:02,950 - [INFO] - [Epoch 185]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 12:14:03,580 - [INFO] - [E:186| 0]: Train Loss:0.0028872, Val MRR:0.08254, ice00001 +2023-05-23 12:15:32,833 - [INFO] - [E:186| 100]: Train Loss:0.0029083, Val MRR:0.08254, ice00001 +2023-05-23 12:17:09,189 - [INFO] - [E:186| 200]: Train Loss:0.002906, Val MRR:0.08254, ice00001 +2023-05-23 12:18:45,122 - [INFO] - [E:186| 300]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-23 12:20:21,003 - [INFO] - [E:186| 400]: Train Loss:0.0029043, Val MRR:0.08254, ice00001 +2023-05-23 12:21:56,877 - [INFO] - [E:186| 500]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-23 12:23:23,516 - [INFO] - [E:186| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 12:24:59,178 - [INFO] - [E:186| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 12:26:35,252 - [INFO] - [E:186| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 12:28:11,524 - [INFO] - [E:186| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 12:29:19,329 - [INFO] - [Epoch:186]: Training Loss:0.002902 + +2023-05-23 12:29:19,579 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:29:41,558 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:30:03,574 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.09317, Head : 0.06927, Avg : 0.08122 + +2023-05-23 12:30:03,574 - [INFO] - [Epoch 186]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 12:30:04,333 - [INFO] - [E:187| 0]: Train Loss:0.0029176, Val MRR:0.08254, ice00001 +2023-05-23 12:31:30,574 - [INFO] - [E:187| 100]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 12:33:06,722 - [INFO] - [E:187| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 12:34:46,315 - [INFO] - [E:187| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 12:36:22,267 - [INFO] - [E:187| 400]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 12:37:58,437 - [INFO] - [E:187| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 12:39:24,612 - [INFO] - [E:187| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 12:41:01,344 - [INFO] - [E:187| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 12:42:37,251 - [INFO] - [E:187| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 12:44:13,270 - [INFO] - [E:187| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 12:45:20,439 - [INFO] - [Epoch:187]: Training Loss:0.002902 + +2023-05-23 12:45:20,936 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:45:42,813 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:46:04,629 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.09531, Head : 0.06917, Avg : 0.08224 + +2023-05-23 12:46:04,629 - [INFO] - [Epoch 187]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 12:46:05,770 - [INFO] - [E:188| 0]: Train Loss:0.0028882, Val MRR:0.08254, ice00001 +2023-05-23 12:47:31,681 - [INFO] - [E:188| 100]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 12:49:08,177 - [INFO] - [E:188| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-23 12:50:44,527 - [INFO] - [E:188| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 12:52:21,586 - [INFO] - [E:188| 400]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 12:53:58,575 - [INFO] - [E:188| 500]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-23 12:55:25,853 - [INFO] - [E:188| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 12:57:01,682 - [INFO] - [E:188| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 12:58:38,330 - [INFO] - [E:188| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 13:00:14,597 - [INFO] - [E:188| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 13:01:22,284 - [INFO] - [Epoch:188]: Training Loss:0.002902 + +2023-05-23 13:01:22,616 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:01:44,375 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:02:06,387 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.09495, Head : 0.06875, Avg : 0.08185 + +2023-05-23 13:02:06,388 - [INFO] - [Epoch 188]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 13:02:07,317 - [INFO] - [E:189| 0]: Train Loss:0.0028492, Val MRR:0.08254, ice00001 +2023-05-23 13:03:34,797 - [INFO] - [E:189| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 13:05:09,695 - [INFO] - [E:189| 200]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 13:06:46,528 - [INFO] - [E:189| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 13:08:23,160 - [INFO] - [E:189| 400]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-23 13:09:59,228 - [INFO] - [E:189| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 13:11:34,407 - [INFO] - [E:189| 600]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 13:13:01,552 - [INFO] - [E:189| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 13:14:38,442 - [INFO] - [E:189| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 13:16:14,511 - [INFO] - [E:189| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 13:17:22,536 - [INFO] - [Epoch:189]: Training Loss:0.002901 + +2023-05-23 13:17:22,869 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:17:45,256 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:18:07,017 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.09579, Head : 0.06923, Avg : 0.08251 + MR: Tail : 745.83, Head : 903.94, Avg : 824.88 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09831, Head : 0.06142, Avg : 0.07986 + Hit-10: Tail : 0.21119, Head : 0.159, Avg : 0.1851 +2023-05-23 13:18:07,017 - [INFO] - [Epoch 189]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 13:18:08,045 - [INFO] - [E:190| 0]: Train Loss:0.0029323, Val MRR:0.08254, ice00001 +2023-05-23 13:19:47,572 - [INFO] - [E:190| 100]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 13:21:13,932 - [INFO] - [E:190| 200]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 13:22:50,576 - [INFO] - [E:190| 300]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 13:24:26,512 - [INFO] - [E:190| 400]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 13:26:02,536 - [INFO] - [E:190| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 13:27:38,530 - [INFO] - [E:190| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 13:29:05,115 - [INFO] - [E:190| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 13:30:41,594 - [INFO] - [E:190| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 13:32:18,393 - [INFO] - [E:190| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 13:33:25,981 - [INFO] - [Epoch:190]: Training Loss:0.002902 + +2023-05-23 13:33:26,480 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:33:48,506 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:34:10,740 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.09509, Head : 0.06953, Avg : 0.08231 + +2023-05-23 13:34:10,740 - [INFO] - [Epoch 190]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 13:34:11,611 - [INFO] - [E:191| 0]: Train Loss:0.0028915, Val MRR:0.08254, ice00001 +2023-05-23 13:35:48,433 - [INFO] - [E:191| 100]: Train Loss:0.0029065, Val MRR:0.08254, ice00001 +2023-05-23 13:37:15,529 - [INFO] - [E:191| 200]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-23 13:38:51,211 - [INFO] - [E:191| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 13:40:27,115 - [INFO] - [E:191| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 13:42:03,149 - [INFO] - [E:191| 500]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 13:43:38,919 - [INFO] - [E:191| 600]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 13:45:05,028 - [INFO] - [E:191| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 13:46:41,341 - [INFO] - [E:191| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 13:48:16,911 - [INFO] - [E:191| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 13:49:24,369 - [INFO] - [Epoch:191]: Training Loss:0.002902 + +2023-05-23 13:49:24,702 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:49:47,018 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:50:08,618 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.0903, Head : 0.06511, Avg : 0.07771 + +2023-05-23 13:50:08,618 - [INFO] - [Epoch 191]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 13:50:09,723 - [INFO] - [E:192| 0]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-23 13:51:45,841 - [INFO] - [E:192| 100]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 13:53:12,001 - [INFO] - [E:192| 200]: Train Loss:0.0029056, Val MRR:0.08254, ice00001 +2023-05-23 13:54:48,068 - [INFO] - [E:192| 300]: Train Loss:0.0029069, Val MRR:0.08254, ice00001 +2023-05-23 13:56:23,885 - [INFO] - [E:192| 400]: Train Loss:0.0029058, Val MRR:0.08254, ice00001 +2023-05-23 13:58:00,030 - [INFO] - [E:192| 500]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-23 13:59:36,532 - [INFO] - [E:192| 600]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 14:01:06,893 - [INFO] - [E:192| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 14:02:39,740 - [INFO] - [E:192| 800]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 14:04:16,414 - [INFO] - [E:192| 900]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 14:05:27,331 - [INFO] - [Epoch:192]: Training Loss:0.002902 + +2023-05-23 14:05:27,739 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:05:49,732 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:06:11,452 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.09509, Head : 0.06937, Avg : 0.08223 + +2023-05-23 14:06:11,452 - [INFO] - [Epoch 192]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 14:06:12,592 - [INFO] - [E:193| 0]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 14:07:48,526 - [INFO] - [E:193| 100]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-23 14:09:21,714 - [INFO] - [E:193| 200]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-23 14:10:50,973 - [INFO] - [E:193| 300]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 14:12:27,616 - [INFO] - [E:193| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 14:14:03,995 - [INFO] - [E:193| 500]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 14:15:39,867 - [INFO] - [E:193| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 14:17:15,943 - [INFO] - [E:193| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 14:18:42,294 - [INFO] - [E:193| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 14:20:18,175 - [INFO] - [E:193| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 14:21:25,568 - [INFO] - [Epoch:193]: Training Loss:0.002902 + +2023-05-23 14:21:25,968 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:21:48,201 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:22:09,742 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.09287, Head : 0.06993, Avg : 0.0814 + +2023-05-23 14:22:09,742 - [INFO] - [Epoch 193]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 14:22:10,873 - [INFO] - [E:194| 0]: Train Loss:0.0029544, Val MRR:0.08254, ice00001 +2023-05-23 14:23:46,792 - [INFO] - [E:194| 100]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 14:25:23,033 - [INFO] - [E:194| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-23 14:26:49,878 - [INFO] - [E:194| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 14:28:25,558 - [INFO] - [E:194| 400]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 14:30:01,486 - [INFO] - [E:194| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 14:31:37,603 - [INFO] - [E:194| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 14:33:13,600 - [INFO] - [E:194| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 14:34:40,339 - [INFO] - [E:194| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 14:36:16,469 - [INFO] - [E:194| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 14:37:24,137 - [INFO] - [Epoch:194]: Training Loss:0.002901 + +2023-05-23 14:37:24,388 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:37:46,469 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:38:08,246 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.09488, Head : 0.06903, Avg : 0.08196 + +2023-05-23 14:38:08,246 - [INFO] - [Epoch 194]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 14:38:09,387 - [INFO] - [E:195| 0]: Train Loss:0.0028468, Val MRR:0.08254, ice00001 +2023-05-23 14:39:45,333 - [INFO] - [E:195| 100]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-23 14:41:21,366 - [INFO] - [E:195| 200]: Train Loss:0.002906, Val MRR:0.08254, ice00001 +2023-05-23 14:42:47,766 - [INFO] - [E:195| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 14:44:23,765 - [INFO] - [E:195| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 14:46:00,495 - [INFO] - [E:195| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 14:47:36,916 - [INFO] - [E:195| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 14:49:13,652 - [INFO] - [E:195| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 14:50:45,492 - [INFO] - [E:195| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 14:52:19,834 - [INFO] - [E:195| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 14:53:27,584 - [INFO] - [Epoch:195]: Training Loss:0.002901 + +2023-05-23 14:53:28,070 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:53:50,069 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:54:11,665 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.0943, Head : 0.06974, Avg : 0.08202 + +2023-05-23 14:54:11,665 - [INFO] - [Epoch 195]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 14:54:12,571 - [INFO] - [E:196| 0]: Train Loss:0.0029452, Val MRR:0.08254, ice00001 +2023-05-23 14:55:48,933 - [INFO] - [E:196| 100]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-23 14:57:24,678 - [INFO] - [E:196| 200]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 14:58:53,336 - [INFO] - [E:196| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 15:00:27,275 - [INFO] - [E:196| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 15:02:03,370 - [INFO] - [E:196| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 15:03:40,110 - [INFO] - [E:196| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 15:05:16,991 - [INFO] - [E:196| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 15:06:52,537 - [INFO] - [E:196| 800]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 15:08:19,447 - [INFO] - [E:196| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 15:09:27,148 - [INFO] - [Epoch:196]: Training Loss:0.002902 + +2023-05-23 15:09:27,534 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:09:49,381 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:10:11,177 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.095, Head : 0.06916, Avg : 0.08208 + +2023-05-23 15:10:11,177 - [INFO] - [Epoch 196]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 15:10:12,234 - [INFO] - [E:197| 0]: Train Loss:0.0028602, Val MRR:0.08254, ice00001 +2023-05-23 15:11:48,193 - [INFO] - [E:197| 100]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 15:13:23,850 - [INFO] - [E:197| 200]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 15:14:59,924 - [INFO] - [E:197| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 15:16:26,337 - [INFO] - [E:197| 400]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 15:18:03,068 - [INFO] - [E:197| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 15:19:39,427 - [INFO] - [E:197| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 15:21:15,283 - [INFO] - [E:197| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 15:22:51,602 - [INFO] - [E:197| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 15:24:17,617 - [INFO] - [E:197| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 15:25:25,245 - [INFO] - [Epoch:197]: Training Loss:0.002901 + +2023-05-23 15:25:25,575 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:25:47,661 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:26:09,512 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.09551, Head : 0.06906, Avg : 0.08228 + +2023-05-23 15:26:09,512 - [INFO] - [Epoch 197]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 15:26:10,534 - [INFO] - [E:198| 0]: Train Loss:0.0029275, Val MRR:0.08254, ice00001 +2023-05-23 15:27:46,491 - [INFO] - [E:198| 100]: Train Loss:0.0029078, Val MRR:0.08254, ice00001 +2023-05-23 15:29:22,606 - [INFO] - [E:198| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-23 15:30:58,454 - [INFO] - [E:198| 300]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 15:32:24,891 - [INFO] - [E:198| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 15:34:00,746 - [INFO] - [E:198| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 15:35:36,804 - [INFO] - [E:198| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 15:37:15,877 - [INFO] - [E:198| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 15:38:51,924 - [INFO] - [E:198| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 15:40:17,910 - [INFO] - [E:198| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 15:41:25,816 - [INFO] - [Epoch:198]: Training Loss:0.002902 + +2023-05-23 15:41:26,068 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:41:48,207 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:42:10,113 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.09404, Head : 0.0688, Avg : 0.08142 + +2023-05-23 15:42:10,113 - [INFO] - [Epoch 198]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 15:42:11,159 - [INFO] - [E:199| 0]: Train Loss:0.0028617, Val MRR:0.08254, ice00001 +2023-05-23 15:43:47,102 - [INFO] - [E:199| 100]: Train Loss:0.0029076, Val MRR:0.08254, ice00001 +2023-05-23 15:45:23,269 - [INFO] - [E:199| 200]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-23 15:46:59,271 - [INFO] - [E:199| 300]: Train Loss:0.0029051, Val MRR:0.08254, ice00001 +2023-05-23 15:48:25,214 - [INFO] - [E:199| 400]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-23 15:50:00,923 - [INFO] - [E:199| 500]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 15:51:37,086 - [INFO] - [E:199| 600]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 15:53:12,833 - [INFO] - [E:199| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 15:54:49,188 - [INFO] - [E:199| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 15:56:22,141 - [INFO] - [E:199| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 15:57:23,747 - [INFO] - [Epoch:199]: Training Loss:0.002902 + +2023-05-23 15:57:24,241 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:57:46,331 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:58:08,452 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.09459, Head : 0.06915, Avg : 0.08187 + MR: Tail : 901.29, Head : 1054.1, Avg : 977.68 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09892, Head : 0.06142, Avg : 0.08017 + Hit-10: Tail : 0.20646, Head : 0.15876, Avg : 0.18261 +2023-05-23 15:58:08,453 - [INFO] - [Epoch 199]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 15:58:09,270 - [INFO] - [E:200| 0]: Train Loss:0.0028972, Val MRR:0.08254, ice00001 +2023-05-23 15:59:45,628 - [INFO] - [E:200| 100]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-23 16:01:21,630 - [INFO] - [E:200| 200]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 16:02:57,533 - [INFO] - [E:200| 300]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 16:04:31,103 - [INFO] - [E:200| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 16:05:58,641 - [INFO] - [E:200| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 16:07:35,839 - [INFO] - [E:200| 600]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 16:09:11,700 - [INFO] - [E:200| 700]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 16:10:48,333 - [INFO] - [E:200| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 16:12:24,622 - [INFO] - [E:200| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 16:13:22,005 - [INFO] - [Epoch:200]: Training Loss:0.002901 + +2023-05-23 16:13:22,344 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 16:13:44,761 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 16:14:06,398 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.09471, Head : 0.06957, Avg : 0.08214 + +2023-05-23 16:14:06,398 - [INFO] - [Epoch 200]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 16:14:07,538 - [INFO] - [E:201| 0]: Train Loss:0.0028923, Val MRR:0.08254, ice00001 +2023-05-23 16:15:43,288 - [INFO] - [E:201| 100]: Train Loss:0.0028965, Val MRR:0.08254, ice00001 +2023-05-23 16:17:19,346 - [INFO] - [E:201| 200]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 diff --git a/log/fb_one_to_x b/log/fb_one_to_x index 39e102f..46339a3 100644 --- a/log/fb_one_to_x +++ b/log/fb_one_to_x @@ -1964,3 +1964,25 @@ 2023-05-04 08:27:31,384 - fb_one_to_x - [INFO] - [E:34| 1500]: Train Loss:0.0027362, Val MRR:0.33574, fb_one_to_x 2023-05-04 08:29:20,404 - fb_one_to_x - [INFO] - [E:34| 1600]: Train Loss:0.0027362, Val MRR:0.33574, fb_one_to_x 2023-05-04 08:31:12,139 - fb_one_to_x - [INFO] - [E:34| 1700]: Train Loss:0.0027362, Val MRR:0.33574, fb_one_to_x +2023-05-04 08:55:56,065 - fb_one_to_x - [INFO] - {'dataset': 'FB15k-237', 'name': 'fb_one_to_x', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.1, 'drop': 0.2, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-04 08:56:07,953 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 0] fb_one_to_x +2023-05-04 08:56:53,173 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 100] fb_one_to_x +2023-05-04 08:57:20,187 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 0] fb_one_to_x +2023-05-04 08:58:08,090 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 100] fb_one_to_x +2023-05-04 08:58:36,338 - fb_one_to_x - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.43029, Head : 0.23256, Avg : 0.33142 + MR: Tail : 149.91, Head : 288.48, Avg : 219.2 + Hit-1: Tail : 0.33563, Head : 0.14883, Avg : 0.24223 + Hit-3: Tail : 0.47068, Head : 0.25515, Avg : 0.36292 + Hit-10: Tail : 0.61952, Head : 0.40096, Avg : 0.51024 +2023-05-04 09:03:55,555 - fb_one_to_x - [INFO] - {'dataset': 'FB15k-237', 'name': 'fb_one_to_x', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.1, 'drop': 0.2, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-04 09:04:07,491 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 0] fb_one_to_x +2023-05-04 09:04:52,620 - fb_one_to_x - [INFO] - [Test, Tail_Batch Step 100] fb_one_to_x +2023-05-04 09:05:19,645 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 0] fb_one_to_x +2023-05-04 09:06:07,591 - fb_one_to_x - [INFO] - [Test, Head_Batch Step 100] fb_one_to_x +2023-05-04 09:06:35,660 - fb_one_to_x - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.43029, Head : 0.23256, Avg : 0.33142 + MR: Tail : 149.91, Head : 288.48, Avg : 219.2 + Hit-1: Tail : 0.33563, Head : 0.14883, Avg : 0.24223 + Hit-3: Tail : 0.47068, Head : 0.25515, Avg : 0.36292 + Hit-10: Tail : 0.61952, Head : 0.40096, Avg : 0.51024 diff --git a/log/ice00001 b/log/ice00001 new file mode 100644 index 0000000..a318404 --- /dev/null +++ b/log/ice00001 @@ -0,0 +1,14945 @@ +2023-05-19 14:28:28,161 - ice00001 - [INFO] - {'dataset': 'icews14', 'name': 'ice00001', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-19 14:28:37,076 - ice00001 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, ice00001 +2023-05-19 14:30:06,330 - ice00001 - [INFO] - [E:0| 100]: Train Loss:0.65201, Val MRR:0.0, ice00001 +2023-05-19 14:31:46,593 - ice00001 - [INFO] - [E:0| 200]: Train Loss:0.60803, Val MRR:0.0, ice00001 +2023-05-19 14:33:27,321 - ice00001 - [INFO] - [E:0| 300]: Train Loss:0.56828, Val MRR:0.0, ice00001 +2023-05-19 14:35:07,894 - ice00001 - [INFO] - [E:0| 400]: Train Loss:0.53238, Val MRR:0.0, ice00001 +2023-05-19 14:36:48,623 - ice00001 - [INFO] - [E:0| 500]: Train Loss:0.49996, Val MRR:0.0, ice00001 +2023-05-19 14:38:18,306 - ice00001 - [INFO] - [E:0| 600]: Train Loss:0.47064, Val MRR:0.0, ice00001 +2023-05-19 14:39:58,196 - ice00001 - [INFO] - [E:0| 700]: Train Loss:0.44408, Val MRR:0.0, ice00001 +2023-05-19 14:41:37,974 - ice00001 - [INFO] - [E:0| 800]: Train Loss:0.41998, Val MRR:0.0, ice00001 +2023-05-19 14:43:18,359 - ice00001 - [INFO] - [E:0| 900]: Train Loss:0.39805, Val MRR:0.0, ice00001 +2023-05-19 14:44:27,751 - ice00001 - [INFO] - [Epoch:0]: Training Loss:0.3837 + +2023-05-19 14:44:28,185 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 14:44:50,574 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 14:45:12,753 - ice00001 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.00132, Head : 0.00122, Avg : 0.00127 + +2023-05-19 14:45:15,990 - ice00001 - [INFO] - [Epoch 0]: Training Loss: 0.38368, Valid MRR: 0.00127, + + + +2023-05-19 14:45:17,161 - ice00001 - [INFO] - [E:1| 0]: Train Loss:0.19308, Val MRR:0.00127, ice00001 +2023-05-19 14:46:50,779 - ice00001 - [INFO] - [E:1| 100]: Train Loss:0.18255, Val MRR:0.00127, ice00001 +2023-05-19 14:48:31,552 - ice00001 - [INFO] - [E:1| 200]: Train Loss:0.17306, Val MRR:0.00127, ice00001 +2023-05-19 14:50:12,277 - ice00001 - [INFO] - [E:1| 300]: Train Loss:0.16441, Val MRR:0.00127, ice00001 +2023-05-19 14:51:51,851 - ice00001 - [INFO] - [E:1| 400]: Train Loss:0.1565, Val MRR:0.00127, ice00001 +2023-05-19 14:53:31,798 - ice00001 - [INFO] - [E:1| 500]: Train Loss:0.14926, Val MRR:0.00127, ice00001 +2023-05-19 14:55:06,408 - ice00001 - [INFO] - [E:1| 600]: Train Loss:0.14259, Val MRR:0.00127, ice00001 +2023-05-19 14:56:43,351 - ice00001 - [INFO] - [E:1| 700]: Train Loss:0.13644, Val MRR:0.00127, ice00001 +2023-05-19 14:58:24,197 - ice00001 - [INFO] - [E:1| 800]: Train Loss:0.13076, Val MRR:0.00127, ice00001 +2023-05-19 15:00:13,289 - ice00001 - [INFO] - [E:1| 900]: Train Loss:0.12549, Val MRR:0.00127, ice00001 +2023-05-19 15:01:32,063 - ice00001 - [INFO] - [Epoch:1]: Training Loss:0.122 + +2023-05-19 15:01:32,564 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 15:01:55,288 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 15:02:17,645 - ice00001 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.00194, Head : 0.00164, Avg : 0.00179 + +2023-05-19 15:02:21,454 - ice00001 - [INFO] - [Epoch 1]: Training Loss: 0.12198, Valid MRR: 0.00179, + + + +2023-05-19 15:02:22,626 - ice00001 - [INFO] - [E:2| 0]: Train Loss:0.075198, Val MRR:0.00179, ice00001 +2023-05-19 15:04:02,652 - ice00001 - [INFO] - [E:2| 100]: Train Loss:0.072074, Val MRR:0.00179, ice00001 +2023-05-19 15:05:33,422 - ice00001 - [INFO] - [E:2| 200]: Train Loss:0.069272, Val MRR:0.00179, ice00001 +2023-05-19 15:07:14,611 - ice00001 - [INFO] - [E:2| 300]: Train Loss:0.066644, Val MRR:0.00179, ice00001 +2023-05-19 15:08:54,869 - ice00001 - [INFO] - [E:2| 400]: Train Loss:0.064188, Val MRR:0.00179, ice00001 +2023-05-19 15:10:34,778 - ice00001 - [INFO] - [E:2| 500]: Train Loss:0.061887, Val MRR:0.00179, ice00001 +2023-05-19 15:12:15,088 - ice00001 - [INFO] - [E:2| 600]: Train Loss:0.059732, Val MRR:0.00179, ice00001 +2023-05-19 15:13:45,318 - ice00001 - [INFO] - [E:2| 700]: Train Loss:0.057706, Val MRR:0.00179, ice00001 +2023-05-19 15:15:25,040 - ice00001 - [INFO] - [E:2| 800]: Train Loss:0.055797, Val MRR:0.00179, ice00001 +2023-05-19 15:17:06,264 - ice00001 - [INFO] - [E:2| 900]: Train Loss:0.053997, Val MRR:0.00179, ice00001 +2023-05-19 15:18:16,827 - ice00001 - [INFO] - [Epoch:2]: Training Loss:0.05278 + +2023-05-19 15:18:17,082 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 15:18:40,024 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 15:19:02,196 - ice00001 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.00281, Head : 0.00233, Avg : 0.00257 + +2023-05-19 15:19:05,855 - ice00001 - [INFO] - [Epoch 2]: Training Loss: 0.052784, Valid MRR: 0.00257, + + + +2023-05-19 15:19:07,033 - ice00001 - [INFO] - [E:3| 0]: Train Loss:0.036461, Val MRR:0.00257, ice00001 +2023-05-19 15:20:48,144 - ice00001 - [INFO] - [E:3| 100]: Train Loss:0.03527, Val MRR:0.00257, ice00001 +2023-05-19 15:22:21,026 - ice00001 - [INFO] - [E:3| 200]: Train Loss:0.034148, Val MRR:0.00257, ice00001 +2023-05-19 15:23:59,736 - ice00001 - [INFO] - [E:3| 300]: Train Loss:0.033088, Val MRR:0.00257, ice00001 +2023-05-19 15:25:40,145 - ice00001 - [INFO] - [E:3| 400]: Train Loss:0.032084, Val MRR:0.00257, ice00001 +2023-05-19 15:27:20,810 - ice00001 - [INFO] - [E:3| 500]: Train Loss:0.031132, Val MRR:0.00257, ice00001 +2023-05-19 15:29:00,111 - ice00001 - [INFO] - [E:3| 600]: Train Loss:0.030229, Val MRR:0.00257, ice00001 +2023-05-19 15:30:40,585 - ice00001 - [INFO] - [E:3| 700]: Train Loss:0.029369, Val MRR:0.00257, ice00001 +2023-05-19 15:32:11,440 - ice00001 - [INFO] - [E:3| 800]: Train Loss:0.028549, Val MRR:0.00257, ice00001 +2023-05-19 15:33:52,688 - ice00001 - [INFO] - [E:3| 900]: Train Loss:0.027769, Val MRR:0.00257, ice00001 +2023-05-19 15:35:03,784 - ice00001 - [INFO] - [Epoch:3]: Training Loss:0.02724 + +2023-05-19 15:35:04,249 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 15:35:27,359 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 15:35:53,084 - ice00001 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.07055, Head : 0.04694, Avg : 0.05875 + +2023-05-19 15:35:57,813 - ice00001 - [INFO] - [Epoch 3]: Training Loss: 0.027238, Valid MRR: 0.05875, + + + +2023-05-19 15:35:58,976 - ice00001 - [INFO] - [E:4| 0]: Train Loss:0.020078, Val MRR:0.05875, ice00001 +2023-05-19 15:37:38,899 - ice00001 - [INFO] - [E:4| 100]: Train Loss:0.019516, Val MRR:0.05875, ice00001 +2023-05-19 15:39:19,141 - ice00001 - [INFO] - [E:4| 200]: Train Loss:0.018988, Val MRR:0.05875, ice00001 +2023-05-19 15:40:50,000 - ice00001 - [INFO] - [E:4| 300]: Train Loss:0.018483, Val MRR:0.05875, ice00001 +2023-05-19 15:42:30,600 - ice00001 - [INFO] - [E:4| 400]: Train Loss:0.018003, Val MRR:0.05875, ice00001 +2023-05-19 15:44:09,650 - ice00001 - [INFO] - [E:4| 500]: Train Loss:0.017543, Val MRR:0.05875, ice00001 +2023-05-19 15:45:50,147 - ice00001 - [INFO] - [E:4| 600]: Train Loss:0.017101, Val MRR:0.05875, ice00001 +2023-05-19 15:47:30,534 - ice00001 - [INFO] - [E:4| 700]: Train Loss:0.016679, Val MRR:0.05875, ice00001 +2023-05-19 15:49:01,173 - ice00001 - [INFO] - [E:4| 800]: Train Loss:0.016274, Val MRR:0.05875, ice00001 +2023-05-19 15:50:41,445 - ice00001 - [INFO] - [E:4| 900]: Train Loss:0.015887, Val MRR:0.05875, ice00001 +2023-05-19 15:51:51,817 - ice00001 - [INFO] - [Epoch:4]: Training Loss:0.01562 + +2023-05-19 15:51:52,200 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 15:52:14,876 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 15:52:37,248 - ice00001 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.08452, Head : 0.05753, Avg : 0.07103 + +2023-05-19 15:52:40,571 - ice00001 - [INFO] - [Epoch 4]: Training Loss: 0.015623, Valid MRR: 0.07103, + + + +2023-05-19 15:52:41,739 - ice00001 - [INFO] - [E:5| 0]: Train Loss:0.012043, Val MRR:0.07103, ice00001 +2023-05-19 15:54:21,475 - ice00001 - [INFO] - [E:5| 100]: Train Loss:0.011756, Val MRR:0.07103, ice00001 +2023-05-19 15:56:01,950 - ice00001 - [INFO] - [E:5| 200]: Train Loss:0.011479, Val MRR:0.07103, ice00001 +2023-05-19 15:57:31,436 - ice00001 - [INFO] - [E:5| 300]: Train Loss:0.011213, Val MRR:0.07103, ice00001 +2023-05-19 15:59:10,751 - ice00001 - [INFO] - [E:5| 400]: Train Loss:0.010958, Val MRR:0.07103, ice00001 +2023-05-19 16:00:50,727 - ice00001 - [INFO] - [E:5| 500]: Train Loss:0.010715, Val MRR:0.07103, ice00001 +2023-05-19 16:02:31,421 - ice00001 - [INFO] - [E:5| 600]: Train Loss:0.010482, Val MRR:0.07103, ice00001 +2023-05-19 16:04:11,770 - ice00001 - [INFO] - [E:5| 700]: Train Loss:0.010258, Val MRR:0.07103, ice00001 +2023-05-19 16:05:51,349 - ice00001 - [INFO] - [E:5| 800]: Train Loss:0.010042, Val MRR:0.07103, ice00001 +2023-05-19 16:07:22,359 - ice00001 - [INFO] - [E:5| 900]: Train Loss:0.009835, Val MRR:0.07103, ice00001 +2023-05-19 16:08:32,687 - ice00001 - [INFO] - [Epoch:5]: Training Loss:0.009693 + +2023-05-19 16:08:32,997 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 16:08:55,661 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 16:09:18,010 - ice00001 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.09227, Head : 0.06571, Avg : 0.07899 + +2023-05-19 16:09:21,907 - ice00001 - [INFO] - [Epoch 5]: Training Loss: 0.0096933, Valid MRR: 0.07899, + + + +2023-05-19 16:09:23,078 - ice00001 - [INFO] - [E:6| 0]: Train Loss:0.0077899, Val MRR:0.07899, ice00001 +2023-05-19 16:11:02,988 - ice00001 - [INFO] - [E:6| 100]: Train Loss:0.0076052, Val MRR:0.07899, ice00001 +2023-05-19 16:12:42,233 - ice00001 - [INFO] - [E:6| 200]: Train Loss:0.0074568, Val MRR:0.07899, ice00001 +2023-05-19 16:14:22,930 - ice00001 - [INFO] - [E:6| 300]: Train Loss:0.0073115, Val MRR:0.07899, ice00001 +2023-05-19 16:15:54,057 - ice00001 - [INFO] - [E:6| 400]: Train Loss:0.0071732, Val MRR:0.07899, ice00001 +2023-05-19 16:17:34,583 - ice00001 - [INFO] - [E:6| 500]: Train Loss:0.0070374, Val MRR:0.07899, ice00001 +2023-05-19 16:19:14,884 - ice00001 - [INFO] - [E:6| 600]: Train Loss:0.0069082, Val MRR:0.07899, ice00001 +2023-05-19 16:20:55,134 - ice00001 - [INFO] - [E:6| 700]: Train Loss:0.0067829, Val MRR:0.07899, ice00001 +2023-05-19 16:22:35,878 - ice00001 - [INFO] - [E:6| 800]: Train Loss:0.0066629, Val MRR:0.07899, ice00001 +2023-05-19 16:24:09,385 - ice00001 - [INFO] - [E:6| 900]: Train Loss:0.0065473, Val MRR:0.07899, ice00001 +2023-05-19 16:25:19,837 - ice00001 - [INFO] - [Epoch:6]: Training Loss:0.006468 + +2023-05-19 16:25:20,097 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 16:25:43,041 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 16:26:05,043 - ice00001 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.09438, Head : 0.0691, Avg : 0.08174 + +2023-05-19 16:26:08,816 - ice00001 - [INFO] - [Epoch 6]: Training Loss: 0.0064679, Valid MRR: 0.08174, + + + +2023-05-19 16:26:09,801 - ice00001 - [INFO] - [E:7| 0]: Train Loss:0.0054869, Val MRR:0.08174, ice00001 +2023-05-19 16:27:49,719 - ice00001 - [INFO] - [E:7| 100]: Train Loss:0.0053007, Val MRR:0.08174, ice00001 +2023-05-19 16:29:30,085 - ice00001 - [INFO] - [E:7| 200]: Train Loss:0.0052174, Val MRR:0.08174, ice00001 +2023-05-19 16:31:10,423 - ice00001 - [INFO] - [E:7| 300]: Train Loss:0.0051345, Val MRR:0.08174, ice00001 +2023-05-19 16:32:40,854 - ice00001 - [INFO] - [E:7| 400]: Train Loss:0.0050542, Val MRR:0.08174, ice00001 +2023-05-19 16:34:21,220 - ice00001 - [INFO] - [E:7| 500]: Train Loss:0.0049773, Val MRR:0.08174, ice00001 +2023-05-19 16:36:00,704 - ice00001 - [INFO] - [E:7| 600]: Train Loss:0.004904, Val MRR:0.08174, ice00001 +2023-05-19 16:37:41,943 - ice00001 - [INFO] - [E:7| 700]: Train Loss:0.004834, Val MRR:0.08174, ice00001 +2023-05-19 16:39:22,392 - ice00001 - [INFO] - [E:7| 800]: Train Loss:0.0047656, Val MRR:0.08174, ice00001 +2023-05-19 16:40:58,302 - ice00001 - [INFO] - [E:7| 900]: Train Loss:0.0047005, Val MRR:0.08174, ice00001 +2023-05-19 16:42:02,071 - ice00001 - [INFO] - [Epoch:7]: Training Loss:0.004655 + +2023-05-19 16:42:02,411 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 16:42:25,283 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 16:42:48,104 - ice00001 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.09362, Head : 0.06604, Avg : 0.07983 + +2023-05-19 16:42:48,104 - ice00001 - [INFO] - [Epoch 7]: Training Loss: 0.0046552, Valid MRR: 0.08174, + + + +2023-05-19 16:42:49,086 - ice00001 - [INFO] - [E:8| 0]: Train Loss:0.0040102, Val MRR:0.08174, ice00001 +2023-05-19 16:44:30,903 - ice00001 - [INFO] - [E:8| 100]: Train Loss:0.003993, Val MRR:0.08174, ice00001 +2023-05-19 16:46:12,381 - ice00001 - [INFO] - [E:8| 200]: Train Loss:0.0039445, Val MRR:0.08174, ice00001 +2023-05-19 16:47:53,505 - ice00001 - [INFO] - [E:8| 300]: Train Loss:0.0038972, Val MRR:0.08174, ice00001 +2023-05-19 16:49:34,863 - ice00001 - [INFO] - [E:8| 400]: Train Loss:0.0038528, Val MRR:0.08174, ice00001 +2023-05-19 16:51:05,976 - ice00001 - [INFO] - [E:8| 500]: Train Loss:0.0038096, Val MRR:0.08174, ice00001 +2023-05-19 16:52:47,244 - ice00001 - [INFO] - [E:8| 600]: Train Loss:0.003768, Val MRR:0.08174, ice00001 +2023-05-19 16:54:27,705 - ice00001 - [INFO] - [E:8| 700]: Train Loss:0.0037271, Val MRR:0.08174, ice00001 +2023-05-19 16:56:07,631 - ice00001 - [INFO] - [E:8| 800]: Train Loss:0.003688, Val MRR:0.08174, ice00001 +2023-05-19 16:57:48,215 - ice00001 - [INFO] - [E:8| 900]: Train Loss:0.0036503, Val MRR:0.08174, ice00001 +2023-05-19 16:58:48,480 - ice00001 - [INFO] - [Epoch:8]: Training Loss:0.003625 + +2023-05-19 16:58:48,851 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 16:59:11,638 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 16:59:34,064 - ice00001 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.09567, Head : 0.06969, Avg : 0.08268 + +2023-05-19 16:59:37,405 - ice00001 - [INFO] - [Epoch 8]: Training Loss: 0.0036246, Valid MRR: 0.08268, + + + +2023-05-19 16:59:38,537 - ice00001 - [INFO] - [E:9| 0]: Train Loss:0.0032239, Val MRR:0.08268, ice00001 +2023-05-19 17:01:19,390 - ice00001 - [INFO] - [E:9| 100]: Train Loss:0.0032473, Val MRR:0.08268, ice00001 +2023-05-19 17:03:00,960 - ice00001 - [INFO] - [E:9| 200]: Train Loss:0.0032217, Val MRR:0.08268, ice00001 +2023-05-19 17:04:42,677 - ice00001 - [INFO] - [E:9| 300]: Train Loss:0.003196, Val MRR:0.08268, ice00001 +2023-05-19 17:06:23,922 - ice00001 - [INFO] - [E:9| 400]: Train Loss:0.0031714, Val MRR:0.08268, ice00001 +2023-05-19 17:07:53,992 - ice00001 - [INFO] - [E:9| 500]: Train Loss:0.0031458, Val MRR:0.08268, ice00001 +2023-05-19 17:09:32,678 - ice00001 - [INFO] - [E:9| 600]: Train Loss:0.0031227, Val MRR:0.08268, ice00001 +2023-05-19 17:11:13,301 - ice00001 - [INFO] - [E:9| 700]: Train Loss:0.0030994, Val MRR:0.08268, ice00001 +2023-05-19 17:12:57,020 - ice00001 - [INFO] - [E:9| 800]: Train Loss:0.0030777, Val MRR:0.08268, ice00001 +2023-05-19 17:14:36,834 - ice00001 - [INFO] - [E:9| 900]: Train Loss:0.0030562, Val MRR:0.08268, ice00001 +2023-05-19 17:15:47,527 - ice00001 - [INFO] - [Epoch:9]: Training Loss:0.003042 + +2023-05-19 17:15:47,913 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 17:16:03,595 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 17:16:21,887 - ice00001 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.0966, Head : 0.07039, Avg : 0.08349 + MR: Tail : 863.39, Head : 1058.1, Avg : 960.74 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09856, Head : 0.06166, Avg : 0.08011 + Hit-10: Tail : 0.22685, Head : 0.16774, Avg : 0.19729 +2023-05-19 17:16:24,937 - ice00001 - [INFO] - [Epoch 9]: Training Loss: 0.0030417, Valid MRR: 0.08349, + + + +2023-05-19 17:16:26,208 - ice00001 - [INFO] - [E:10| 0]: Train Loss:0.0028496, Val MRR:0.08349, ice00001 +2023-05-19 17:18:06,665 - ice00001 - [INFO] - [E:10| 100]: Train Loss:0.0028257, Val MRR:0.08349, ice00001 +2023-05-19 17:19:47,847 - ice00001 - [INFO] - [E:10| 200]: Train Loss:0.0028167, Val MRR:0.08349, ice00001 +2023-05-19 17:21:28,509 - ice00001 - [INFO] - [E:10| 300]: Train Loss:0.0028024, Val MRR:0.08349, ice00001 +2023-05-19 17:23:08,539 - ice00001 - [INFO] - [E:10| 400]: Train Loss:0.002786, Val MRR:0.08349, ice00001 +2023-05-19 17:24:42,897 - ice00001 - [INFO] - [E:10| 500]: Train Loss:0.0027737, Val MRR:0.08349, ice00001 +2023-05-19 17:26:18,880 - ice00001 - [INFO] - [E:10| 600]: Train Loss:0.0027616, Val MRR:0.08349, ice00001 +2023-05-19 17:27:59,225 - ice00001 - [INFO] - [E:10| 700]: Train Loss:0.0027497, Val MRR:0.08349, ice00001 +2023-05-19 17:29:40,338 - ice00001 - [INFO] - [E:10| 800]: Train Loss:0.0027378, Val MRR:0.08349, ice00001 +2023-05-19 17:31:21,051 - ice00001 - [INFO] - [E:10| 900]: Train Loss:0.0027266, Val MRR:0.08349, ice00001 +2023-05-19 17:32:31,645 - ice00001 - [INFO] - [Epoch:10]: Training Loss:0.002719 + +2023-05-19 17:32:32,033 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 17:32:54,650 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 17:33:17,067 - ice00001 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.09828, Head : 0.07155, Avg : 0.08492 + +2023-05-19 17:33:21,199 - ice00001 - [INFO] - [Epoch 10]: Training Loss: 0.0027193, Valid MRR: 0.08492, + + + +2023-05-19 17:33:21,852 - ice00001 - [INFO] - [E:11| 0]: Train Loss:0.0026745, Val MRR:0.08492, ice00001 +2023-05-19 17:34:55,132 - ice00001 - [INFO] - [E:11| 100]: Train Loss:0.0026014, Val MRR:0.08492, ice00001 +2023-05-19 17:36:35,665 - ice00001 - [INFO] - [E:11| 200]: Train Loss:0.0025955, Val MRR:0.08492, ice00001 +2023-05-19 17:38:15,912 - ice00001 - [INFO] - [E:11| 300]: Train Loss:0.0025907, Val MRR:0.08492, ice00001 +2023-05-19 17:39:56,817 - ice00001 - [INFO] - [E:11| 400]: Train Loss:0.0025841, Val MRR:0.08492, ice00001 +2023-05-19 17:41:38,584 - ice00001 - [INFO] - [E:11| 500]: Train Loss:0.0025768, Val MRR:0.08492, ice00001 +2023-05-19 17:43:09,116 - ice00001 - [INFO] - [E:11| 600]: Train Loss:0.0025698, Val MRR:0.08492, ice00001 +2023-05-19 17:44:49,177 - ice00001 - [INFO] - [E:11| 700]: Train Loss:0.0025628, Val MRR:0.08492, ice00001 +2023-05-19 17:46:29,967 - ice00001 - [INFO] - [E:11| 800]: Train Loss:0.0025573, Val MRR:0.08492, ice00001 +2023-05-19 17:48:10,807 - ice00001 - [INFO] - [E:11| 900]: Train Loss:0.0025515, Val MRR:0.08492, ice00001 +2023-05-19 17:49:21,800 - ice00001 - [INFO] - [Epoch:11]: Training Loss:0.002548 + +2023-05-19 17:49:22,144 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 17:49:45,140 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 17:50:07,746 - ice00001 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.10385, Head : 0.07773, Avg : 0.09079 + +2023-05-19 17:50:11,264 - ice00001 - [INFO] - [Epoch 11]: Training Loss: 0.0025483, Valid MRR: 0.09079, + + + +2023-05-19 17:50:12,487 - ice00001 - [INFO] - [E:12| 0]: Train Loss:0.0025002, Val MRR:0.09079, ice00001 +2023-05-19 17:51:42,847 - ice00001 - [INFO] - [E:12| 100]: Train Loss:0.0024926, Val MRR:0.09079, ice00001 +2023-05-19 17:53:22,663 - ice00001 - [INFO] - [E:12| 200]: Train Loss:0.0024879, Val MRR:0.09079, ice00001 +2023-05-19 17:55:02,792 - ice00001 - [INFO] - [E:12| 300]: Train Loss:0.002482, Val MRR:0.09079, ice00001 +2023-05-19 17:56:43,037 - ice00001 - [INFO] - [E:12| 400]: Train Loss:0.002479, Val MRR:0.09079, ice00001 +2023-05-19 17:58:23,759 - ice00001 - [INFO] - [E:12| 500]: Train Loss:0.0024763, Val MRR:0.09079, ice00001 +2023-05-19 17:59:54,428 - ice00001 - [INFO] - [E:12| 600]: Train Loss:0.0024735, Val MRR:0.09079, ice00001 +2023-05-19 18:01:39,152 - ice00001 - [INFO] - [E:12| 700]: Train Loss:0.0024709, Val MRR:0.09079, ice00001 +2023-05-19 18:03:19,911 - ice00001 - [INFO] - [E:12| 800]: Train Loss:0.0024676, Val MRR:0.09079, ice00001 +2023-05-19 18:05:00,506 - ice00001 - [INFO] - [E:12| 900]: Train Loss:0.0024647, Val MRR:0.09079, ice00001 +2023-05-19 18:06:11,286 - ice00001 - [INFO] - [Epoch:12]: Training Loss:0.002463 + +2023-05-19 18:06:11,790 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 18:06:34,303 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 18:06:56,733 - ice00001 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.12503, Head : 0.09168, Avg : 0.10836 + +2023-05-19 18:07:00,686 - ice00001 - [INFO] - [Epoch 12]: Training Loss: 0.0024631, Valid MRR: 0.10836, + + + +2023-05-19 18:07:01,751 - ice00001 - [INFO] - [E:13| 0]: Train Loss:0.0023955, Val MRR:0.10836, ice00001 +2023-05-19 18:08:32,367 - ice00001 - [INFO] - [E:13| 100]: Train Loss:0.0024317, Val MRR:0.10836, ice00001 +2023-05-19 18:10:12,003 - ice00001 - [INFO] - [E:13| 200]: Train Loss:0.0024337, Val MRR:0.10836, ice00001 +2023-05-19 18:11:53,502 - ice00001 - [INFO] - [E:13| 300]: Train Loss:0.0024321, Val MRR:0.10836, ice00001 +2023-05-19 18:13:34,742 - ice00001 - [INFO] - [E:13| 400]: Train Loss:0.002432, Val MRR:0.10836, ice00001 +2023-05-19 18:15:16,060 - ice00001 - [INFO] - [E:13| 500]: Train Loss:0.0024297, Val MRR:0.10836, ice00001 +2023-05-19 18:16:57,179 - ice00001 - [INFO] - [E:13| 600]: Train Loss:0.0024277, Val MRR:0.10836, ice00001 +2023-05-19 18:18:28,091 - ice00001 - [INFO] - [E:13| 700]: Train Loss:0.0024258, Val MRR:0.10836, ice00001 +2023-05-19 18:20:09,855 - ice00001 - [INFO] - [E:13| 800]: Train Loss:0.002425, Val MRR:0.10836, ice00001 +2023-05-19 18:21:49,424 - ice00001 - [INFO] - [E:13| 900]: Train Loss:0.0024245, Val MRR:0.10836, ice00001 +2023-05-19 18:23:00,046 - ice00001 - [INFO] - [Epoch:13]: Training Loss:0.002424 + +2023-05-19 18:23:00,522 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 18:23:23,241 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 18:23:45,851 - ice00001 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.13817, Head : 0.10546, Avg : 0.12181 + +2023-05-19 18:23:49,267 - ice00001 - [INFO] - [Epoch 13]: Training Loss: 0.002424, Valid MRR: 0.12181, + + + +2023-05-19 18:23:50,433 - ice00001 - [INFO] - [E:14| 0]: Train Loss:0.0024256, Val MRR:0.12181, ice00001 +2023-05-19 18:25:30,972 - ice00001 - [INFO] - [E:14| 100]: Train Loss:0.0024106, Val MRR:0.12181, ice00001 +2023-05-19 18:27:01,107 - ice00001 - [INFO] - [E:14| 200]: Train Loss:0.002412, Val MRR:0.12181, ice00001 +2023-05-19 18:28:40,900 - ice00001 - [INFO] - [E:14| 300]: Train Loss:0.0024125, Val MRR:0.12181, ice00001 +2023-05-19 18:30:20,819 - ice00001 - [INFO] - [E:14| 400]: Train Loss:0.0024112, Val MRR:0.12181, ice00001 +2023-05-19 18:32:01,724 - ice00001 - [INFO] - [E:14| 500]: Train Loss:0.0024109, Val MRR:0.12181, ice00001 +2023-05-19 18:33:42,945 - ice00001 - [INFO] - [E:14| 600]: Train Loss:0.0024092, Val MRR:0.12181, ice00001 +2023-05-19 18:35:13,133 - ice00001 - [INFO] - [E:14| 700]: Train Loss:0.0024077, Val MRR:0.12181, ice00001 +2023-05-19 18:36:52,944 - ice00001 - [INFO] - [E:14| 800]: Train Loss:0.0024069, Val MRR:0.12181, ice00001 +2023-05-19 18:38:34,557 - ice00001 - [INFO] - [E:14| 900]: Train Loss:0.0024059, Val MRR:0.12181, ice00001 +2023-05-19 18:39:45,939 - ice00001 - [INFO] - [Epoch:14]: Training Loss:0.002406 + +2023-05-19 18:39:46,192 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 18:40:09,426 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 18:40:32,292 - ice00001 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.16009, Head : 0.12656, Avg : 0.14333 + +2023-05-19 18:40:33,557 - ice00001 - [INFO] - [Epoch 14]: Training Loss: 0.0024058, Valid MRR: 0.14333, + + + +2023-05-19 18:40:34,955 - ice00001 - [INFO] - [E:15| 0]: Train Loss:0.0024094, Val MRR:0.14333, ice00001 +2023-05-19 18:42:16,283 - ice00001 - [INFO] - [E:15| 100]: Train Loss:0.0024003, Val MRR:0.14333, ice00001 +2023-05-19 18:43:46,588 - ice00001 - [INFO] - [E:15| 200]: Train Loss:0.0024008, Val MRR:0.14333, ice00001 +2023-05-19 18:45:27,043 - ice00001 - [INFO] - [E:15| 300]: Train Loss:0.0024013, Val MRR:0.14333, ice00001 +2023-05-19 18:47:06,990 - ice00001 - [INFO] - [E:15| 400]: Train Loss:0.0023986, Val MRR:0.14333, ice00001 +2023-05-19 18:48:50,168 - ice00001 - [INFO] - [E:15| 500]: Train Loss:0.0023971, Val MRR:0.14333, ice00001 +2023-05-19 18:50:29,981 - ice00001 - [INFO] - [E:15| 600]: Train Loss:0.0023966, Val MRR:0.14333, ice00001 +2023-05-19 18:52:04,640 - ice00001 - [INFO] - [E:15| 700]: Train Loss:0.0023957, Val MRR:0.14333, ice00001 +2023-05-19 18:53:39,217 - ice00001 - [INFO] - [E:15| 800]: Train Loss:0.0023943, Val MRR:0.14333, ice00001 +2023-05-19 18:55:20,388 - ice00001 - [INFO] - [E:15| 900]: Train Loss:0.0023941, Val MRR:0.14333, ice00001 +2023-05-19 18:56:31,460 - ice00001 - [INFO] - [Epoch:15]: Training Loss:0.002394 + +2023-05-19 18:56:31,967 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 18:56:54,961 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 18:57:17,336 - ice00001 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.18761, Head : 0.14492, Avg : 0.16626 + +2023-05-19 18:57:18,694 - ice00001 - [INFO] - [Epoch 15]: Training Loss: 0.002394, Valid MRR: 0.16626, + + + +2023-05-19 18:57:19,870 - ice00001 - [INFO] - [E:16| 0]: Train Loss:0.0024029, Val MRR:0.16626, ice00001 +2023-05-19 18:59:01,054 - ice00001 - [INFO] - [E:16| 100]: Train Loss:0.0023831, Val MRR:0.16626, ice00001 +2023-05-19 19:00:42,258 - ice00001 - [INFO] - [E:16| 200]: Train Loss:0.0023868, Val MRR:0.16626, ice00001 +2023-05-19 19:02:13,318 - ice00001 - [INFO] - [E:16| 300]: Train Loss:0.0023866, Val MRR:0.16626, ice00001 +2023-05-19 19:03:54,781 - ice00001 - [INFO] - [E:16| 400]: Train Loss:0.0023853, Val MRR:0.16626, ice00001 +2023-05-19 19:05:33,986 - ice00001 - [INFO] - [E:16| 500]: Train Loss:0.0023843, Val MRR:0.16626, ice00001 +2023-05-19 19:07:14,632 - ice00001 - [INFO] - [E:16| 600]: Train Loss:0.0023833, Val MRR:0.16626, ice00001 +2023-05-19 19:08:55,382 - ice00001 - [INFO] - [E:16| 700]: Train Loss:0.0023835, Val MRR:0.16626, ice00001 +2023-05-19 19:10:26,341 - ice00001 - [INFO] - [E:16| 800]: Train Loss:0.0023832, Val MRR:0.16626, ice00001 +2023-05-19 19:12:08,183 - ice00001 - [INFO] - [E:16| 900]: Train Loss:0.0023824, Val MRR:0.16626, ice00001 +2023-05-19 19:13:19,422 - ice00001 - [INFO] - [Epoch:16]: Training Loss:0.002382 + +2023-05-19 19:13:19,809 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 19:13:42,851 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 19:14:05,277 - ice00001 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.20013, Head : 0.15559, Avg : 0.17786 + +2023-05-19 19:14:06,584 - ice00001 - [INFO] - [Epoch 16]: Training Loss: 0.002382, Valid MRR: 0.17786, + + + +2023-05-19 19:14:07,982 - ice00001 - [INFO] - [E:17| 0]: Train Loss:0.0024306, Val MRR:0.17786, ice00001 +2023-05-19 19:15:48,639 - ice00001 - [INFO] - [E:17| 100]: Train Loss:0.0023723, Val MRR:0.17786, ice00001 +2023-05-19 19:17:29,732 - ice00001 - [INFO] - [E:17| 200]: Train Loss:0.0023745, Val MRR:0.17786, ice00001 +2023-05-19 19:19:00,017 - ice00001 - [INFO] - [E:17| 300]: Train Loss:0.0023748, Val MRR:0.17786, ice00001 +2023-05-19 19:20:39,591 - ice00001 - [INFO] - [E:17| 400]: Train Loss:0.0023739, Val MRR:0.17786, ice00001 +2023-05-19 19:22:20,384 - ice00001 - [INFO] - [E:17| 500]: Train Loss:0.0023733, Val MRR:0.17786, ice00001 +2023-05-19 19:24:00,757 - ice00001 - [INFO] - [E:17| 600]: Train Loss:0.0023728, Val MRR:0.17786, ice00001 +2023-05-19 19:25:41,269 - ice00001 - [INFO] - [E:17| 700]: Train Loss:0.0023719, Val MRR:0.17786, ice00001 +2023-05-19 19:27:12,171 - ice00001 - [INFO] - [E:17| 800]: Train Loss:0.0023705, Val MRR:0.17786, ice00001 +2023-05-19 19:28:53,531 - ice00001 - [INFO] - [E:17| 900]: Train Loss:0.0023709, Val MRR:0.17786, ice00001 +2023-05-19 19:30:04,895 - ice00001 - [INFO] - [Epoch:17]: Training Loss:0.00237 + +2023-05-19 19:30:05,401 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 19:30:28,378 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 19:30:51,093 - ice00001 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.20984, Head : 0.16202, Avg : 0.18593 + +2023-05-19 19:30:52,349 - ice00001 - [INFO] - [Epoch 17]: Training Loss: 0.0023702, Valid MRR: 0.18593, + + + +2023-05-19 19:30:53,522 - ice00001 - [INFO] - [E:18| 0]: Train Loss:0.0023366, Val MRR:0.18593, ice00001 +2023-05-19 19:32:34,707 - ice00001 - [INFO] - [E:18| 100]: Train Loss:0.0023643, Val MRR:0.18593, ice00001 +2023-05-19 19:34:14,669 - ice00001 - [INFO] - [E:18| 200]: Train Loss:0.0023622, Val MRR:0.18593, ice00001 +2023-05-19 19:35:47,550 - ice00001 - [INFO] - [E:18| 300]: Train Loss:0.0023609, Val MRR:0.18593, ice00001 +2023-05-19 19:37:27,508 - ice00001 - [INFO] - [E:18| 400]: Train Loss:0.0023604, Val MRR:0.18593, ice00001 +2023-05-19 19:39:07,629 - ice00001 - [INFO] - [E:18| 500]: Train Loss:0.0023591, Val MRR:0.18593, ice00001 +2023-05-19 19:40:47,758 - ice00001 - [INFO] - [E:18| 600]: Train Loss:0.002359, Val MRR:0.18593, ice00001 +2023-05-19 19:42:27,968 - ice00001 - [INFO] - [E:18| 700]: Train Loss:0.002359, Val MRR:0.18593, ice00001 +2023-05-19 19:44:08,268 - ice00001 - [INFO] - [E:18| 800]: Train Loss:0.0023596, Val MRR:0.18593, ice00001 +2023-05-19 19:45:38,159 - ice00001 - [INFO] - [E:18| 900]: Train Loss:0.0023593, Val MRR:0.18593, ice00001 +2023-05-19 19:46:49,166 - ice00001 - [INFO] - [Epoch:18]: Training Loss:0.002359 + +2023-05-19 19:46:49,501 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 19:47:12,354 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 19:47:34,224 - ice00001 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.21948, Head : 0.1697, Avg : 0.19459 + +2023-05-19 19:47:35,627 - ice00001 - [INFO] - [Epoch 18]: Training Loss: 0.0023587, Valid MRR: 0.19459, + + + +2023-05-19 19:47:36,533 - ice00001 - [INFO] - [E:19| 0]: Train Loss:0.0023632, Val MRR:0.19459, ice00001 +2023-05-19 19:49:16,079 - ice00001 - [INFO] - [E:19| 100]: Train Loss:0.0023535, Val MRR:0.19459, ice00001 +2023-05-19 19:50:56,837 - ice00001 - [INFO] - [E:19| 200]: Train Loss:0.0023515, Val MRR:0.19459, ice00001 +2023-05-19 19:52:36,932 - ice00001 - [INFO] - [E:19| 300]: Train Loss:0.0023508, Val MRR:0.19459, ice00001 +2023-05-19 19:54:07,327 - ice00001 - [INFO] - [E:19| 400]: Train Loss:0.0023506, Val MRR:0.19459, ice00001 +2023-05-19 19:55:47,676 - ice00001 - [INFO] - [E:19| 500]: Train Loss:0.00235, Val MRR:0.19459, ice00001 +2023-05-19 19:57:28,489 - ice00001 - [INFO] - [E:19| 600]: Train Loss:0.0023504, Val MRR:0.19459, ice00001 +2023-05-19 19:59:08,814 - ice00001 - [INFO] - [E:19| 700]: Train Loss:0.00235, Val MRR:0.19459, ice00001 +2023-05-19 20:00:49,459 - ice00001 - [INFO] - [E:19| 800]: Train Loss:0.0023495, Val MRR:0.19459, ice00001 +2023-05-19 20:02:19,065 - ice00001 - [INFO] - [E:19| 900]: Train Loss:0.0023479, Val MRR:0.19459, ice00001 +2023-05-19 20:03:29,573 - ice00001 - [INFO] - [Epoch:19]: Training Loss:0.002347 + +2023-05-19 20:03:30,076 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 20:03:53,183 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 20:04:15,591 - ice00001 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.23246, Head : 0.17965, Avg : 0.20606 + MR: Tail : 509.3, Head : 609.24, Avg : 559.27 + Hit-1: Tail : 0.1607, Head : 0.11336, Avg : 0.13703 + Hit-3: Tail : 0.26508, Head : 0.19881, Avg : 0.23195 + Hit-10: Tail : 0.36752, Head : 0.31375, Avg : 0.34064 +2023-05-19 20:04:16,942 - ice00001 - [INFO] - [Epoch 19]: Training Loss: 0.0023472, Valid MRR: 0.20606, + + + +2023-05-19 20:04:18,062 - ice00001 - [INFO] - [E:20| 0]: Train Loss:0.0023148, Val MRR:0.20606, ice00001 +2023-05-19 20:05:58,888 - ice00001 - [INFO] - [E:20| 100]: Train Loss:0.0023397, Val MRR:0.20606, ice00001 +2023-05-19 20:07:39,490 - ice00001 - [INFO] - [E:20| 200]: Train Loss:0.0023423, Val MRR:0.20606, ice00001 +2023-05-19 20:09:20,294 - ice00001 - [INFO] - [E:20| 300]: Train Loss:0.0023409, Val MRR:0.20606, ice00001 +2023-05-19 20:10:51,070 - ice00001 - [INFO] - [E:20| 400]: Train Loss:0.0023396, Val MRR:0.20606, ice00001 +2023-05-19 20:12:30,873 - ice00001 - [INFO] - [E:20| 500]: Train Loss:0.0023393, Val MRR:0.20606, ice00001 +2023-05-19 20:14:11,780 - ice00001 - [INFO] - [E:20| 600]: Train Loss:0.0023378, Val MRR:0.20606, ice00001 +2023-05-19 20:15:52,685 - ice00001 - [INFO] - [E:20| 700]: Train Loss:0.0023375, Val MRR:0.20606, ice00001 +2023-05-19 20:17:31,947 - ice00001 - [INFO] - [E:20| 800]: Train Loss:0.0023373, Val MRR:0.20606, ice00001 +2023-05-19 20:19:12,078 - ice00001 - [INFO] - [E:20| 900]: Train Loss:0.0023369, Val MRR:0.20606, ice00001 +2023-05-19 20:20:12,737 - ice00001 - [INFO] - [Epoch:20]: Training Loss:0.002337 + +2023-05-19 20:20:13,239 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 20:20:35,948 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 20:20:58,493 - ice00001 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.24734, Head : 0.1923, Avg : 0.21982 + +2023-05-19 20:20:59,851 - ice00001 - [INFO] - [Epoch 20]: Training Loss: 0.0023367, Valid MRR: 0.21982, + + + +2023-05-19 20:21:01,141 - ice00001 - [INFO] - [E:21| 0]: Train Loss:0.0023383, Val MRR:0.21982, ice00001 +2023-05-19 20:22:41,210 - ice00001 - [INFO] - [E:21| 100]: Train Loss:0.0023197, Val MRR:0.21982, ice00001 +2023-05-19 20:24:21,217 - ice00001 - [INFO] - [E:21| 200]: Train Loss:0.0023222, Val MRR:0.21982, ice00001 +2023-05-19 20:26:03,504 - ice00001 - [INFO] - [E:21| 300]: Train Loss:0.0023211, Val MRR:0.21982, ice00001 +2023-05-19 20:27:44,097 - ice00001 - [INFO] - [E:21| 400]: Train Loss:0.0023253, Val MRR:0.21982, ice00001 +2023-05-19 20:29:14,097 - ice00001 - [INFO] - [E:21| 500]: Train Loss:0.0023257, Val MRR:0.21982, ice00001 +2023-05-19 20:30:53,907 - ice00001 - [INFO] - [E:21| 600]: Train Loss:0.0023258, Val MRR:0.21982, ice00001 +2023-05-19 20:32:33,423 - ice00001 - [INFO] - [E:21| 700]: Train Loss:0.0023263, Val MRR:0.21982, ice00001 +2023-05-19 20:34:14,366 - ice00001 - [INFO] - [E:21| 800]: Train Loss:0.0023259, Val MRR:0.21982, ice00001 +2023-05-19 20:35:55,524 - ice00001 - [INFO] - [E:21| 900]: Train Loss:0.0023265, Val MRR:0.21982, ice00001 +2023-05-19 20:37:00,230 - ice00001 - [INFO] - [Epoch:21]: Training Loss:0.002327 + +2023-05-19 20:37:00,444 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 20:37:19,317 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 20:37:41,831 - ice00001 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.25791, Head : 0.20225, Avg : 0.23008 + +2023-05-19 20:37:43,276 - ice00001 - [INFO] - [Epoch 21]: Training Loss: 0.0023266, Valid MRR: 0.23008, + + + +2023-05-19 20:37:44,660 - ice00001 - [INFO] - [E:22| 0]: Train Loss:0.0022835, Val MRR:0.23008, ice00001 +2023-05-19 20:39:25,023 - ice00001 - [INFO] - [E:22| 100]: Train Loss:0.0023239, Val MRR:0.23008, ice00001 +2023-05-19 20:41:05,333 - ice00001 - [INFO] - [E:22| 200]: Train Loss:0.00232, Val MRR:0.23008, ice00001 +2023-05-19 20:42:46,212 - ice00001 - [INFO] - [E:22| 300]: Train Loss:0.0023181, Val MRR:0.23008, ice00001 +2023-05-19 20:44:27,171 - ice00001 - [INFO] - [E:22| 400]: Train Loss:0.002318, Val MRR:0.23008, ice00001 +2023-05-19 20:45:56,815 - ice00001 - [INFO] - [E:22| 500]: Train Loss:0.0023178, Val MRR:0.23008, ice00001 +2023-05-19 20:47:36,680 - ice00001 - [INFO] - [E:22| 600]: Train Loss:0.0023169, Val MRR:0.23008, ice00001 +2023-05-19 20:49:17,243 - ice00001 - [INFO] - [E:22| 700]: Train Loss:0.0023175, Val MRR:0.23008, ice00001 +2023-05-19 20:50:57,513 - ice00001 - [INFO] - [E:22| 800]: Train Loss:0.0023171, Val MRR:0.23008, ice00001 +2023-05-19 20:52:38,190 - ice00001 - [INFO] - [E:22| 900]: Train Loss:0.0023168, Val MRR:0.23008, ice00001 +2023-05-19 20:53:48,508 - ice00001 - [INFO] - [Epoch:22]: Training Loss:0.002317 + +2023-05-19 20:53:48,796 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 20:54:12,013 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 20:54:26,659 - ice00001 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.25859, Head : 0.20162, Avg : 0.23011 + +2023-05-19 20:54:28,109 - ice00001 - [INFO] - [Epoch 22]: Training Loss: 0.0023172, Valid MRR: 0.23011, + + + +2023-05-19 20:54:28,780 - ice00001 - [INFO] - [E:23| 0]: Train Loss:0.0023456, Val MRR:0.23011, ice00001 +2023-05-19 20:56:06,932 - ice00001 - [INFO] - [E:23| 100]: Train Loss:0.0023159, Val MRR:0.23011, ice00001 +2023-05-19 20:57:47,562 - ice00001 - [INFO] - [E:23| 200]: Train Loss:0.0023137, Val MRR:0.23011, ice00001 +2023-05-19 20:59:28,553 - ice00001 - [INFO] - [E:23| 300]: Train Loss:0.0023128, Val MRR:0.23011, ice00001 +2023-05-19 21:01:08,426 - ice00001 - [INFO] - [E:23| 400]: Train Loss:0.002312, Val MRR:0.23011, ice00001 +2023-05-19 21:02:48,269 - ice00001 - [INFO] - [E:23| 500]: Train Loss:0.0023097, Val MRR:0.23011, ice00001 +2023-05-19 21:04:18,084 - ice00001 - [INFO] - [E:23| 600]: Train Loss:0.0023086, Val MRR:0.23011, ice00001 +2023-05-19 21:05:58,683 - ice00001 - [INFO] - [E:23| 700]: Train Loss:0.0023094, Val MRR:0.23011, ice00001 +2023-05-19 21:07:38,689 - ice00001 - [INFO] - [E:23| 800]: Train Loss:0.0023088, Val MRR:0.23011, ice00001 +2023-05-19 21:09:19,129 - ice00001 - [INFO] - [E:23| 900]: Train Loss:0.0023083, Val MRR:0.23011, ice00001 +2023-05-19 21:10:29,390 - ice00001 - [INFO] - [Epoch:23]: Training Loss:0.002308 + +2023-05-19 21:10:29,894 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 21:10:52,745 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 21:11:15,033 - ice00001 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.26684, Head : 0.2092, Avg : 0.23802 + +2023-05-19 21:11:16,266 - ice00001 - [INFO] - [Epoch 23]: Training Loss: 0.0023084, Valid MRR: 0.23802, + + + +2023-05-19 21:11:17,545 - ice00001 - [INFO] - [E:24| 0]: Train Loss:0.0024039, Val MRR:0.23802, ice00001 +2023-05-19 21:12:48,027 - ice00001 - [INFO] - [E:24| 100]: Train Loss:0.0023021, Val MRR:0.23802, ice00001 +2023-05-19 21:14:30,083 - ice00001 - [INFO] - [E:24| 200]: Train Loss:0.0023014, Val MRR:0.23802, ice00001 +2023-05-19 21:16:09,238 - ice00001 - [INFO] - [E:24| 300]: Train Loss:0.0023012, Val MRR:0.23802, ice00001 +2023-05-19 21:17:49,519 - ice00001 - [INFO] - [E:24| 400]: Train Loss:0.0023018, Val MRR:0.23802, ice00001 +2023-05-19 21:19:29,942 - ice00001 - [INFO] - [E:24| 500]: Train Loss:0.0023016, Val MRR:0.23802, ice00001 +2023-05-19 21:21:00,458 - ice00001 - [INFO] - [E:24| 600]: Train Loss:0.0023015, Val MRR:0.23802, ice00001 +2023-05-19 21:22:41,829 - ice00001 - [INFO] - [E:24| 700]: Train Loss:0.0023013, Val MRR:0.23802, ice00001 +2023-05-19 21:24:23,282 - ice00001 - [INFO] - [E:24| 800]: Train Loss:0.0023003, Val MRR:0.23802, ice00001 +2023-05-19 21:26:04,321 - ice00001 - [INFO] - [E:24| 900]: Train Loss:0.0022995, Val MRR:0.23802, ice00001 +2023-05-19 21:27:15,526 - ice00001 - [INFO] - [Epoch:24]: Training Loss:0.0023 + +2023-05-19 21:27:15,854 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 21:27:38,969 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 21:28:01,567 - ice00001 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.27579, Head : 0.21571, Avg : 0.24575 + +2023-05-19 21:28:02,971 - ice00001 - [INFO] - [Epoch 24]: Training Loss: 0.0022996, Valid MRR: 0.24575, + + + +2023-05-19 21:28:04,139 - ice00001 - [INFO] - [E:25| 0]: Train Loss:0.0022673, Val MRR:0.24575, ice00001 +2023-05-19 21:29:33,959 - ice00001 - [INFO] - [E:25| 100]: Train Loss:0.0022973, Val MRR:0.24575, ice00001 +2023-05-19 21:31:14,793 - ice00001 - [INFO] - [E:25| 200]: Train Loss:0.0022951, Val MRR:0.24575, ice00001 +2023-05-19 21:32:56,302 - ice00001 - [INFO] - [E:25| 300]: Train Loss:0.0022938, Val MRR:0.24575, ice00001 +2023-05-19 21:34:37,312 - ice00001 - [INFO] - [E:25| 400]: Train Loss:0.0022927, Val MRR:0.24575, ice00001 +2023-05-19 21:36:17,738 - ice00001 - [INFO] - [E:25| 500]: Train Loss:0.0022926, Val MRR:0.24575, ice00001 +2023-05-19 21:37:56,484 - ice00001 - [INFO] - [E:25| 600]: Train Loss:0.002293, Val MRR:0.24575, ice00001 +2023-05-19 21:39:28,729 - ice00001 - [INFO] - [E:25| 700]: Train Loss:0.0022928, Val MRR:0.24575, ice00001 +2023-05-19 21:41:09,655 - ice00001 - [INFO] - [E:25| 800]: Train Loss:0.0022921, Val MRR:0.24575, ice00001 +2023-05-19 21:42:50,001 - ice00001 - [INFO] - [E:25| 900]: Train Loss:0.0022919, Val MRR:0.24575, ice00001 +2023-05-19 21:43:59,974 - ice00001 - [INFO] - [Epoch:25]: Training Loss:0.002292 + +2023-05-19 21:44:00,319 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 21:44:23,514 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 21:44:45,994 - ice00001 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.28077, Head : 0.21999, Avg : 0.25038 + +2023-05-19 21:44:47,392 - ice00001 - [INFO] - [Epoch 25]: Training Loss: 0.0022918, Valid MRR: 0.25038, + + + +2023-05-19 21:44:48,385 - ice00001 - [INFO] - [E:26| 0]: Train Loss:0.0022585, Val MRR:0.25038, ice00001 +2023-05-19 21:46:28,989 - ice00001 - [INFO] - [E:26| 100]: Train Loss:0.0022802, Val MRR:0.25038, ice00001 +2023-05-19 21:47:59,384 - ice00001 - [INFO] - [E:26| 200]: Train Loss:0.0022821, Val MRR:0.25038, ice00001 +2023-05-19 21:49:39,495 - ice00001 - [INFO] - [E:26| 300]: Train Loss:0.0022842, Val MRR:0.25038, ice00001 +2023-05-19 21:51:19,835 - ice00001 - [INFO] - [E:26| 400]: Train Loss:0.0022834, Val MRR:0.25038, ice00001 +2023-05-19 21:53:00,269 - ice00001 - [INFO] - [E:26| 500]: Train Loss:0.0022851, Val MRR:0.25038, ice00001 +2023-05-19 21:54:40,807 - ice00001 - [INFO] - [E:26| 600]: Train Loss:0.002285, Val MRR:0.25038, ice00001 +2023-05-19 21:56:11,109 - ice00001 - [INFO] - [E:26| 700]: Train Loss:0.002285, Val MRR:0.25038, ice00001 +2023-05-19 21:57:50,547 - ice00001 - [INFO] - [E:26| 800]: Train Loss:0.0022846, Val MRR:0.25038, ice00001 +2023-05-19 21:59:29,196 - ice00001 - [INFO] - [E:26| 900]: Train Loss:0.0022841, Val MRR:0.25038, ice00001 +2023-05-19 22:00:40,081 - ice00001 - [INFO] - [Epoch:26]: Training Loss:0.002284 + +2023-05-19 22:00:40,469 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 22:01:03,612 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 22:01:26,510 - ice00001 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.29094, Head : 0.22602, Avg : 0.25848 + +2023-05-19 22:01:27,961 - ice00001 - [INFO] - [Epoch 26]: Training Loss: 0.0022839, Valid MRR: 0.25848, + + + +2023-05-19 22:01:29,354 - ice00001 - [INFO] - [E:27| 0]: Train Loss:0.0023181, Val MRR:0.25848, ice00001 +2023-05-19 22:03:12,806 - ice00001 - [INFO] - [E:27| 100]: Train Loss:0.0022786, Val MRR:0.25848, ice00001 +2023-05-19 22:04:42,781 - ice00001 - [INFO] - [E:27| 200]: Train Loss:0.0022785, Val MRR:0.25848, ice00001 +2023-05-19 22:06:23,357 - ice00001 - [INFO] - [E:27| 300]: Train Loss:0.0022782, Val MRR:0.25848, ice00001 +2023-05-19 22:08:03,584 - ice00001 - [INFO] - [E:27| 400]: Train Loss:0.0022791, Val MRR:0.25848, ice00001 +2023-05-19 22:09:43,922 - ice00001 - [INFO] - [E:27| 500]: Train Loss:0.0022785, Val MRR:0.25848, ice00001 +2023-05-19 22:11:24,124 - ice00001 - [INFO] - [E:27| 600]: Train Loss:0.0022775, Val MRR:0.25848, ice00001 +2023-05-19 22:13:01,184 - ice00001 - [INFO] - [E:27| 700]: Train Loss:0.0022772, Val MRR:0.25848, ice00001 +2023-05-19 22:14:33,797 - ice00001 - [INFO] - [E:27| 800]: Train Loss:0.0022765, Val MRR:0.25848, ice00001 +2023-05-19 22:16:14,592 - ice00001 - [INFO] - [E:27| 900]: Train Loss:0.0022767, Val MRR:0.25848, ice00001 +2023-05-19 22:17:25,589 - ice00001 - [INFO] - [Epoch:27]: Training Loss:0.002277 + +2023-05-19 22:17:25,978 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 22:17:48,957 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 22:18:11,614 - ice00001 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.29241, Head : 0.2279, Avg : 0.26015 + +2023-05-19 22:18:13,040 - ice00001 - [INFO] - [Epoch 27]: Training Loss: 0.0022766, Valid MRR: 0.26015, + + + +2023-05-19 22:18:14,288 - ice00001 - [INFO] - [E:28| 0]: Train Loss:0.0022375, Val MRR:0.26015, ice00001 +2023-05-19 22:19:54,379 - ice00001 - [INFO] - [E:28| 100]: Train Loss:0.0022668, Val MRR:0.26015, ice00001 +2023-05-19 22:21:35,504 - ice00001 - [INFO] - [E:28| 200]: Train Loss:0.0022648, Val MRR:0.26015, ice00001 +2023-05-19 22:23:05,472 - ice00001 - [INFO] - [E:28| 300]: Train Loss:0.0022652, Val MRR:0.26015, ice00001 +2023-05-19 22:24:46,712 - ice00001 - [INFO] - [E:28| 400]: Train Loss:0.002267, Val MRR:0.26015, ice00001 +2023-05-19 22:26:27,494 - ice00001 - [INFO] - [E:28| 500]: Train Loss:0.0022675, Val MRR:0.26015, ice00001 +2023-05-19 22:28:07,476 - ice00001 - [INFO] - [E:28| 600]: Train Loss:0.0022693, Val MRR:0.26015, ice00001 +2023-05-19 22:29:48,684 - ice00001 - [INFO] - [E:28| 700]: Train Loss:0.0022699, Val MRR:0.26015, ice00001 +2023-05-19 22:31:19,221 - ice00001 - [INFO] - [E:28| 800]: Train Loss:0.0022701, Val MRR:0.26015, ice00001 +2023-05-19 22:32:59,353 - ice00001 - [INFO] - [E:28| 900]: Train Loss:0.0022696, Val MRR:0.26015, ice00001 +2023-05-19 22:34:10,489 - ice00001 - [INFO] - [Epoch:28]: Training Loss:0.002269 + +2023-05-19 22:34:10,852 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 22:34:33,508 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 22:34:56,168 - ice00001 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.29602, Head : 0.23252, Avg : 0.26427 + +2023-05-19 22:34:57,440 - ice00001 - [INFO] - [Epoch 28]: Training Loss: 0.0022693, Valid MRR: 0.26427, + + + +2023-05-19 22:34:58,588 - ice00001 - [INFO] - [E:29| 0]: Train Loss:0.0022982, Val MRR:0.26427, ice00001 +2023-05-19 22:36:39,768 - ice00001 - [INFO] - [E:29| 100]: Train Loss:0.0022626, Val MRR:0.26427, ice00001 +2023-05-19 22:38:21,524 - ice00001 - [INFO] - [E:29| 200]: Train Loss:0.002265, Val MRR:0.26427, ice00001 +2023-05-19 22:39:52,519 - ice00001 - [INFO] - [E:29| 300]: Train Loss:0.0022657, Val MRR:0.26427, ice00001 +2023-05-19 22:41:32,116 - ice00001 - [INFO] - [E:29| 400]: Train Loss:0.0022672, Val MRR:0.26427, ice00001 +2023-05-19 22:43:11,874 - ice00001 - [INFO] - [E:29| 500]: Train Loss:0.0022662, Val MRR:0.26427, ice00001 +2023-05-19 22:44:52,695 - ice00001 - [INFO] - [E:29| 600]: Train Loss:0.002265, Val MRR:0.26427, ice00001 +2023-05-19 22:46:33,212 - ice00001 - [INFO] - [E:29| 700]: Train Loss:0.0022645, Val MRR:0.26427, ice00001 +2023-05-19 22:48:04,709 - ice00001 - [INFO] - [E:29| 800]: Train Loss:0.0022633, Val MRR:0.26427, ice00001 +2023-05-19 22:49:43,911 - ice00001 - [INFO] - [E:29| 900]: Train Loss:0.0022634, Val MRR:0.26427, ice00001 +2023-05-19 22:50:56,897 - ice00001 - [INFO] - [Epoch:29]: Training Loss:0.002263 + +2023-05-19 22:50:57,154 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 22:51:19,835 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 22:51:42,137 - ice00001 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.29993, Head : 0.23576, Avg : 0.26785 + MR: Tail : 378.3, Head : 446.7, Avg : 412.5 + Hit-1: Tail : 0.21629, Head : 0.15888, Avg : 0.18758 + Hit-3: Tail : 0.33693, Head : 0.25877, Avg : 0.29785 + Hit-10: Tail : 0.45503, Head : 0.39301, Avg : 0.42402 +2023-05-19 22:51:43,539 - ice00001 - [INFO] - [Epoch 29]: Training Loss: 0.0022627, Valid MRR: 0.26785, + + + +2023-05-19 22:51:44,609 - ice00001 - [INFO] - [E:30| 0]: Train Loss:0.0023206, Val MRR:0.26785, ice00001 +2023-05-19 22:53:24,480 - ice00001 - [INFO] - [E:30| 100]: Train Loss:0.0022574, Val MRR:0.26785, ice00001 +2023-05-19 22:55:05,149 - ice00001 - [INFO] - [E:30| 200]: Train Loss:0.0022568, Val MRR:0.26785, ice00001 +2023-05-19 22:56:43,079 - ice00001 - [INFO] - [E:30| 300]: Train Loss:0.0022574, Val MRR:0.26785, ice00001 +2023-05-19 22:58:15,387 - ice00001 - [INFO] - [E:30| 400]: Train Loss:0.0022559, Val MRR:0.26785, ice00001 +2023-05-19 22:59:55,506 - ice00001 - [INFO] - [E:30| 500]: Train Loss:0.0022558, Val MRR:0.26785, ice00001 +2023-05-19 23:01:35,795 - ice00001 - [INFO] - [E:30| 600]: Train Loss:0.0022555, Val MRR:0.26785, ice00001 +2023-05-19 23:03:16,211 - ice00001 - [INFO] - [E:30| 700]: Train Loss:0.0022563, Val MRR:0.26785, ice00001 +2023-05-19 23:04:56,587 - ice00001 - [INFO] - [E:30| 800]: Train Loss:0.0022562, Val MRR:0.26785, ice00001 +2023-05-19 23:06:27,207 - ice00001 - [INFO] - [E:30| 900]: Train Loss:0.002256, Val MRR:0.26785, ice00001 +2023-05-19 23:07:38,052 - ice00001 - [INFO] - [Epoch:30]: Training Loss:0.002256 + +2023-05-19 23:07:38,440 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 23:08:01,591 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 23:08:23,983 - ice00001 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.30674, Head : 0.24193, Avg : 0.27434 + +2023-05-19 23:08:25,354 - ice00001 - [INFO] - [Epoch 30]: Training Loss: 0.0022557, Valid MRR: 0.27434, + + + +2023-05-19 23:08:26,715 - ice00001 - [INFO] - [E:31| 0]: Train Loss:0.0022592, Val MRR:0.27434, ice00001 +2023-05-19 23:10:06,851 - ice00001 - [INFO] - [E:31| 100]: Train Loss:0.0022476, Val MRR:0.27434, ice00001 +2023-05-19 23:11:46,346 - ice00001 - [INFO] - [E:31| 200]: Train Loss:0.0022495, Val MRR:0.27434, ice00001 +2023-05-19 23:13:27,196 - ice00001 - [INFO] - [E:31| 300]: Train Loss:0.0022484, Val MRR:0.27434, ice00001 +2023-05-19 23:14:58,211 - ice00001 - [INFO] - [E:31| 400]: Train Loss:0.0022489, Val MRR:0.27434, ice00001 +2023-05-19 23:16:38,506 - ice00001 - [INFO] - [E:31| 500]: Train Loss:0.0022478, Val MRR:0.27434, ice00001 +2023-05-19 23:18:18,901 - ice00001 - [INFO] - [E:31| 600]: Train Loss:0.0022484, Val MRR:0.27434, ice00001 +2023-05-19 23:19:59,627 - ice00001 - [INFO] - [E:31| 700]: Train Loss:0.0022484, Val MRR:0.27434, ice00001 +2023-05-19 23:21:40,781 - ice00001 - [INFO] - [E:31| 800]: Train Loss:0.0022486, Val MRR:0.27434, ice00001 +2023-05-19 23:23:11,699 - ice00001 - [INFO] - [E:31| 900]: Train Loss:0.0022492, Val MRR:0.27434, ice00001 +2023-05-19 23:24:21,085 - ice00001 - [INFO] - [Epoch:31]: Training Loss:0.002249 + +2023-05-19 23:24:21,590 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 23:24:43,905 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 23:25:06,287 - ice00001 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.30839, Head : 0.24389, Avg : 0.27614 + +2023-05-19 23:25:07,539 - ice00001 - [INFO] - [Epoch 31]: Training Loss: 0.0022493, Valid MRR: 0.27614, + + + +2023-05-19 23:25:08,710 - ice00001 - [INFO] - [E:32| 0]: Train Loss:0.0022634, Val MRR:0.27614, ice00001 +2023-05-19 23:26:49,006 - ice00001 - [INFO] - [E:32| 100]: Train Loss:0.0022453, Val MRR:0.27614, ice00001 +2023-05-19 23:28:30,646 - ice00001 - [INFO] - [E:32| 200]: Train Loss:0.002244, Val MRR:0.27614, ice00001 +2023-05-19 23:30:12,158 - ice00001 - [INFO] - [E:32| 300]: Train Loss:0.0022433, Val MRR:0.27614, ice00001 +2023-05-19 23:31:43,724 - ice00001 - [INFO] - [E:32| 400]: Train Loss:0.002243, Val MRR:0.27614, ice00001 +2023-05-19 23:33:22,883 - ice00001 - [INFO] - [E:32| 500]: Train Loss:0.002243, Val MRR:0.27614, ice00001 +2023-05-19 23:35:02,941 - ice00001 - [INFO] - [E:32| 600]: Train Loss:0.0022434, Val MRR:0.27614, ice00001 +2023-05-19 23:36:43,801 - ice00001 - [INFO] - [E:32| 700]: Train Loss:0.0022438, Val MRR:0.27614, ice00001 +2023-05-19 23:38:26,101 - ice00001 - [INFO] - [E:32| 800]: Train Loss:0.0022434, Val MRR:0.27614, ice00001 +2023-05-19 23:40:06,077 - ice00001 - [INFO] - [E:32| 900]: Train Loss:0.0022435, Val MRR:0.27614, ice00001 +2023-05-19 23:41:06,498 - ice00001 - [INFO] - [Epoch:32]: Training Loss:0.002243 + +2023-05-19 23:41:06,938 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 23:41:29,993 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 23:41:52,530 - ice00001 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.31045, Head : 0.24593, Avg : 0.27819 + +2023-05-19 23:41:53,868 - ice00001 - [INFO] - [Epoch 32]: Training Loss: 0.002243, Valid MRR: 0.27819, + + + +2023-05-19 23:41:55,040 - ice00001 - [INFO] - [E:33| 0]: Train Loss:0.0022292, Val MRR:0.27819, ice00001 +2023-05-19 23:43:36,222 - ice00001 - [INFO] - [E:33| 100]: Train Loss:0.0022424, Val MRR:0.27819, ice00001 +2023-05-19 23:45:17,703 - ice00001 - [INFO] - [E:33| 200]: Train Loss:0.0022392, Val MRR:0.27819, ice00001 +2023-05-19 23:46:58,933 - ice00001 - [INFO] - [E:33| 300]: Train Loss:0.0022389, Val MRR:0.27819, ice00001 +2023-05-19 23:48:39,625 - ice00001 - [INFO] - [E:33| 400]: Train Loss:0.0022381, Val MRR:0.27819, ice00001 +2023-05-19 23:50:09,962 - ice00001 - [INFO] - [E:33| 500]: Train Loss:0.002239, Val MRR:0.27819, ice00001 +2023-05-19 23:51:50,953 - ice00001 - [INFO] - [E:33| 600]: Train Loss:0.0022379, Val MRR:0.27819, ice00001 +2023-05-19 23:53:30,499 - ice00001 - [INFO] - [E:33| 700]: Train Loss:0.0022379, Val MRR:0.27819, ice00001 +2023-05-19 23:55:10,807 - ice00001 - [INFO] - [E:33| 800]: Train Loss:0.0022373, Val MRR:0.27819, ice00001 +2023-05-19 23:56:51,816 - ice00001 - [INFO] - [E:33| 900]: Train Loss:0.0022371, Val MRR:0.27819, ice00001 +2023-05-19 23:57:56,055 - ice00001 - [INFO] - [Epoch:33]: Training Loss:0.002237 + +2023-05-19 23:57:56,268 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-19 23:58:15,580 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-19 23:58:38,174 - ice00001 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.3161, Head : 0.2507, Avg : 0.2834 + +2023-05-19 23:58:39,463 - ice00001 - [INFO] - [Epoch 33]: Training Loss: 0.0022367, Valid MRR: 0.2834, + + + +2023-05-19 23:58:40,431 - ice00001 - [INFO] - [E:34| 0]: Train Loss:0.0023013, Val MRR:0.2834, ice00001 +2023-05-20 00:00:21,064 - ice00001 - [INFO] - [E:34| 100]: Train Loss:0.0022241, Val MRR:0.2834, ice00001 +2023-05-20 00:02:01,242 - ice00001 - [INFO] - [E:34| 200]: Train Loss:0.0022283, Val MRR:0.2834, ice00001 +2023-05-20 00:03:41,677 - ice00001 - [INFO] - [E:34| 300]: Train Loss:0.0022291, Val MRR:0.2834, ice00001 +2023-05-20 00:05:22,145 - ice00001 - [INFO] - [E:34| 400]: Train Loss:0.0022289, Val MRR:0.2834, ice00001 +2023-05-20 00:06:52,575 - ice00001 - [INFO] - [E:34| 500]: Train Loss:0.0022303, Val MRR:0.2834, ice00001 +2023-05-20 00:08:32,027 - ice00001 - [INFO] - [E:34| 600]: Train Loss:0.0022293, Val MRR:0.2834, ice00001 +2023-05-20 00:10:13,460 - ice00001 - [INFO] - [E:34| 700]: Train Loss:0.0022304, Val MRR:0.2834, ice00001 +2023-05-20 00:11:55,161 - ice00001 - [INFO] - [E:34| 800]: Train Loss:0.0022299, Val MRR:0.2834, ice00001 +2023-05-20 00:13:36,789 - ice00001 - [INFO] - [E:34| 900]: Train Loss:0.0022298, Val MRR:0.2834, ice00001 +2023-05-20 00:14:47,986 - ice00001 - [INFO] - [Epoch:34]: Training Loss:0.00223 + +2023-05-20 00:14:48,270 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 00:15:09,369 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 00:15:22,789 - ice00001 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.31767, Head : 0.25273, Avg : 0.2852 + +2023-05-20 00:15:24,116 - ice00001 - [INFO] - [Epoch 34]: Training Loss: 0.0022304, Valid MRR: 0.2852, + + + +2023-05-20 00:15:25,524 - ice00001 - [INFO] - [E:35| 0]: Train Loss:0.0021609, Val MRR:0.2852, ice00001 +2023-05-20 00:17:06,497 - ice00001 - [INFO] - [E:35| 100]: Train Loss:0.0022198, Val MRR:0.2852, ice00001 +2023-05-20 00:18:46,743 - ice00001 - [INFO] - [E:35| 200]: Train Loss:0.0022238, Val MRR:0.2852, ice00001 +2023-05-20 00:20:27,808 - ice00001 - [INFO] - [E:35| 300]: Train Loss:0.0022238, Val MRR:0.2852, ice00001 +2023-05-20 00:22:07,689 - ice00001 - [INFO] - [E:35| 400]: Train Loss:0.0022236, Val MRR:0.2852, ice00001 +2023-05-20 00:23:47,300 - ice00001 - [INFO] - [E:35| 500]: Train Loss:0.0022242, Val MRR:0.2852, ice00001 +2023-05-20 00:25:18,895 - ice00001 - [INFO] - [E:35| 600]: Train Loss:0.0022253, Val MRR:0.2852, ice00001 +2023-05-20 00:27:01,864 - ice00001 - [INFO] - [E:35| 700]: Train Loss:0.0022246, Val MRR:0.2852, ice00001 +2023-05-20 00:28:42,298 - ice00001 - [INFO] - [E:35| 800]: Train Loss:0.0022251, Val MRR:0.2852, ice00001 +2023-05-20 00:30:23,512 - ice00001 - [INFO] - [E:35| 900]: Train Loss:0.002225, Val MRR:0.2852, ice00001 +2023-05-20 00:31:34,683 - ice00001 - [INFO] - [Epoch:35]: Training Loss:0.002225 + +2023-05-20 00:31:35,066 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 00:31:58,116 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 00:32:20,751 - ice00001 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.32011, Head : 0.25339, Avg : 0.28675 + +2023-05-20 00:32:22,401 - ice00001 - [INFO] - [Epoch 35]: Training Loss: 0.0022251, Valid MRR: 0.28675, + + + +2023-05-20 00:32:23,456 - ice00001 - [INFO] - [E:36| 0]: Train Loss:0.0023412, Val MRR:0.28675, ice00001 +2023-05-20 00:33:53,904 - ice00001 - [INFO] - [E:36| 100]: Train Loss:0.0022263, Val MRR:0.28675, ice00001 +2023-05-20 00:35:35,218 - ice00001 - [INFO] - [E:36| 200]: Train Loss:0.0022263, Val MRR:0.28675, ice00001 +2023-05-20 00:37:14,834 - ice00001 - [INFO] - [E:36| 300]: Train Loss:0.0022242, Val MRR:0.28675, ice00001 +2023-05-20 00:38:55,592 - ice00001 - [INFO] - [E:36| 400]: Train Loss:0.0022203, Val MRR:0.28675, ice00001 +2023-05-20 00:40:36,524 - ice00001 - [INFO] - [E:36| 500]: Train Loss:0.0022189, Val MRR:0.28675, ice00001 +2023-05-20 00:42:07,296 - ice00001 - [INFO] - [E:36| 600]: Train Loss:0.0022194, Val MRR:0.28675, ice00001 +2023-05-20 00:43:49,123 - ice00001 - [INFO] - [E:36| 700]: Train Loss:0.002219, Val MRR:0.28675, ice00001 +2023-05-20 00:45:29,967 - ice00001 - [INFO] - [E:36| 800]: Train Loss:0.0022188, Val MRR:0.28675, ice00001 +2023-05-20 00:47:11,173 - ice00001 - [INFO] - [E:36| 900]: Train Loss:0.0022192, Val MRR:0.28675, ice00001 +2023-05-20 00:48:21,735 - ice00001 - [INFO] - [Epoch:36]: Training Loss:0.002219 + +2023-05-20 00:48:22,066 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 00:48:45,395 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 00:49:07,879 - ice00001 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.32318, Head : 0.25577, Avg : 0.28948 + +2023-05-20 00:49:09,289 - ice00001 - [INFO] - [Epoch 36]: Training Loss: 0.0022194, Valid MRR: 0.28948, + + + +2023-05-20 00:49:10,446 - ice00001 - [INFO] - [E:37| 0]: Train Loss:0.0021858, Val MRR:0.28948, ice00001 +2023-05-20 00:50:40,022 - ice00001 - [INFO] - [E:37| 100]: Train Loss:0.002213, Val MRR:0.28948, ice00001 +2023-05-20 00:52:19,726 - ice00001 - [INFO] - [E:37| 200]: Train Loss:0.0022131, Val MRR:0.28948, ice00001 +2023-05-20 00:54:01,145 - ice00001 - [INFO] - [E:37| 300]: Train Loss:0.0022152, Val MRR:0.28948, ice00001 +2023-05-20 00:55:43,076 - ice00001 - [INFO] - [E:37| 400]: Train Loss:0.0022143, Val MRR:0.28948, ice00001 +2023-05-20 00:57:23,607 - ice00001 - [INFO] - [E:37| 500]: Train Loss:0.0022141, Val MRR:0.28948, ice00001 +2023-05-20 00:58:56,590 - ice00001 - [INFO] - [E:37| 600]: Train Loss:0.0022148, Val MRR:0.28948, ice00001 +2023-05-20 01:00:34,717 - ice00001 - [INFO] - [E:37| 700]: Train Loss:0.0022149, Val MRR:0.28948, ice00001 +2023-05-20 01:02:16,229 - ice00001 - [INFO] - [E:37| 800]: Train Loss:0.0022142, Val MRR:0.28948, ice00001 +2023-05-20 01:03:57,412 - ice00001 - [INFO] - [E:37| 900]: Train Loss:0.0022141, Val MRR:0.28948, ice00001 +2023-05-20 01:05:08,101 - ice00001 - [INFO] - [Epoch:37]: Training Loss:0.002214 + +2023-05-20 01:05:08,436 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 01:05:31,289 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 01:05:53,493 - ice00001 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.32628, Head : 0.2597, Avg : 0.29299 + +2023-05-20 01:05:54,927 - ice00001 - [INFO] - [Epoch 37]: Training Loss: 0.0022139, Valid MRR: 0.29299, + + + +2023-05-20 01:05:56,015 - ice00001 - [INFO] - [E:38| 0]: Train Loss:0.0022736, Val MRR:0.29299, ice00001 +2023-05-20 01:07:30,970 - ice00001 - [INFO] - [E:38| 100]: Train Loss:0.0022131, Val MRR:0.29299, ice00001 +2023-05-20 01:09:06,498 - ice00001 - [INFO] - [E:38| 200]: Train Loss:0.0022101, Val MRR:0.29299, ice00001 +2023-05-20 01:10:46,794 - ice00001 - [INFO] - [E:38| 300]: Train Loss:0.0022103, Val MRR:0.29299, ice00001 +2023-05-20 01:12:27,559 - ice00001 - [INFO] - [E:38| 400]: Train Loss:0.002209, Val MRR:0.29299, ice00001 +2023-05-20 01:14:08,545 - ice00001 - [INFO] - [E:38| 500]: Train Loss:0.0022086, Val MRR:0.29299, ice00001 +2023-05-20 01:15:52,004 - ice00001 - [INFO] - [E:38| 600]: Train Loss:0.0022073, Val MRR:0.29299, ice00001 +2023-05-20 01:17:22,938 - ice00001 - [INFO] - [E:38| 700]: Train Loss:0.0022084, Val MRR:0.29299, ice00001 +2023-05-20 01:19:04,318 - ice00001 - [INFO] - [E:38| 800]: Train Loss:0.0022083, Val MRR:0.29299, ice00001 +2023-05-20 01:20:44,340 - ice00001 - [INFO] - [E:38| 900]: Train Loss:0.0022084, Val MRR:0.29299, ice00001 +2023-05-20 01:21:54,661 - ice00001 - [INFO] - [Epoch:38]: Training Loss:0.002208 + +2023-05-20 01:21:55,044 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 01:22:18,039 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 01:22:40,867 - ice00001 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.33078, Head : 0.26464, Avg : 0.29771 + +2023-05-20 01:22:42,236 - ice00001 - [INFO] - [Epoch 38]: Training Loss: 0.0022082, Valid MRR: 0.29771, + + + +2023-05-20 01:22:43,411 - ice00001 - [INFO] - [E:39| 0]: Train Loss:0.0022392, Val MRR:0.29771, ice00001 +2023-05-20 01:24:24,712 - ice00001 - [INFO] - [E:39| 100]: Train Loss:0.0022005, Val MRR:0.29771, ice00001 +2023-05-20 01:25:55,187 - ice00001 - [INFO] - [E:39| 200]: Train Loss:0.0022024, Val MRR:0.29771, ice00001 +2023-05-20 01:27:35,721 - ice00001 - [INFO] - [E:39| 300]: Train Loss:0.0022062, Val MRR:0.29771, ice00001 +2023-05-20 01:29:16,811 - ice00001 - [INFO] - [E:39| 400]: Train Loss:0.0022033, Val MRR:0.29771, ice00001 +2023-05-20 01:30:57,602 - ice00001 - [INFO] - [E:39| 500]: Train Loss:0.0022038, Val MRR:0.29771, ice00001 +2023-05-20 01:32:38,593 - ice00001 - [INFO] - [E:39| 600]: Train Loss:0.0022042, Val MRR:0.29771, ice00001 +2023-05-20 01:34:09,262 - ice00001 - [INFO] - [E:39| 700]: Train Loss:0.0022029, Val MRR:0.29771, ice00001 +2023-05-20 01:35:48,567 - ice00001 - [INFO] - [E:39| 800]: Train Loss:0.0022033, Val MRR:0.29771, ice00001 +2023-05-20 01:37:29,625 - ice00001 - [INFO] - [E:39| 900]: Train Loss:0.0022034, Val MRR:0.29771, ice00001 +2023-05-20 01:38:40,380 - ice00001 - [INFO] - [Epoch:39]: Training Loss:0.002203 + +2023-05-20 01:38:40,768 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 01:39:03,668 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 01:39:26,270 - ice00001 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.33129, Head : 0.26403, Avg : 0.29766 + MR: Tail : 313.01, Head : 361.54, Avg : 337.28 + Hit-1: Tail : 0.24263, Head : 0.18145, Avg : 0.21204 + Hit-3: Tail : 0.36898, Head : 0.2862, Avg : 0.32759 + Hit-10: Tail : 0.49569, Head : 0.43525, Avg : 0.46547 +2023-05-20 01:39:26,270 - ice00001 - [INFO] - [Epoch 39]: Training Loss: 0.0022032, Valid MRR: 0.29771, + + + +2023-05-20 01:39:27,466 - ice00001 - [INFO] - [E:40| 0]: Train Loss:0.0021266, Val MRR:0.29771, ice00001 +2023-05-20 01:41:07,783 - ice00001 - [INFO] - [E:40| 100]: Train Loss:0.002199, Val MRR:0.29771, ice00001 +2023-05-20 01:42:41,258 - ice00001 - [INFO] - [E:40| 200]: Train Loss:0.0022016, Val MRR:0.29771, ice00001 +2023-05-20 01:44:18,488 - ice00001 - [INFO] - [E:40| 300]: Train Loss:0.0022012, Val MRR:0.29771, ice00001 +2023-05-20 01:45:58,259 - ice00001 - [INFO] - [E:40| 400]: Train Loss:0.0021998, Val MRR:0.29771, ice00001 +2023-05-20 01:47:37,977 - ice00001 - [INFO] - [E:40| 500]: Train Loss:0.0021996, Val MRR:0.29771, ice00001 +2023-05-20 01:49:17,470 - ice00001 - [INFO] - [E:40| 600]: Train Loss:0.0021992, Val MRR:0.29771, ice00001 +2023-05-20 01:50:57,148 - ice00001 - [INFO] - [E:40| 700]: Train Loss:0.0021987, Val MRR:0.29771, ice00001 +2023-05-20 01:52:27,493 - ice00001 - [INFO] - [E:40| 800]: Train Loss:0.0021983, Val MRR:0.29771, ice00001 +2023-05-20 01:54:08,113 - ice00001 - [INFO] - [E:40| 900]: Train Loss:0.0021974, Val MRR:0.29771, ice00001 +2023-05-20 01:55:18,696 - ice00001 - [INFO] - [Epoch:40]: Training Loss:0.002198 + +2023-05-20 01:55:19,185 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 01:55:41,953 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 01:56:04,485 - ice00001 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.33264, Head : 0.26399, Avg : 0.29831 + +2023-05-20 01:56:05,888 - ice00001 - [INFO] - [Epoch 40]: Training Loss: 0.0021976, Valid MRR: 0.29831, + + + +2023-05-20 01:56:07,044 - ice00001 - [INFO] - [E:41| 0]: Train Loss:0.0022431, Val MRR:0.29831, ice00001 +2023-05-20 01:57:47,065 - ice00001 - [INFO] - [E:41| 100]: Train Loss:0.0021916, Val MRR:0.29831, ice00001 +2023-05-20 01:59:28,477 - ice00001 - [INFO] - [E:41| 200]: Train Loss:0.0021926, Val MRR:0.29831, ice00001 +2023-05-20 02:00:59,660 - ice00001 - [INFO] - [E:41| 300]: Train Loss:0.002192, Val MRR:0.29831, ice00001 +2023-05-20 02:02:40,448 - ice00001 - [INFO] - [E:41| 400]: Train Loss:0.0021915, Val MRR:0.29831, ice00001 +2023-05-20 02:04:22,784 - ice00001 - [INFO] - [E:41| 500]: Train Loss:0.0021921, Val MRR:0.29831, ice00001 +2023-05-20 02:06:03,313 - ice00001 - [INFO] - [E:41| 600]: Train Loss:0.002192, Val MRR:0.29831, ice00001 +2023-05-20 02:07:43,732 - ice00001 - [INFO] - [E:41| 700]: Train Loss:0.0021926, Val MRR:0.29831, ice00001 +2023-05-20 02:09:15,596 - ice00001 - [INFO] - [E:41| 800]: Train Loss:0.002193, Val MRR:0.29831, ice00001 +2023-05-20 02:10:56,555 - ice00001 - [INFO] - [E:41| 900]: Train Loss:0.0021934, Val MRR:0.29831, ice00001 +2023-05-20 02:12:08,324 - ice00001 - [INFO] - [Epoch:41]: Training Loss:0.002193 + +2023-05-20 02:12:08,667 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 02:12:31,763 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 02:12:54,537 - ice00001 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.33638, Head : 0.2677, Avg : 0.30204 + +2023-05-20 02:12:55,857 - ice00001 - [INFO] - [Epoch 41]: Training Loss: 0.0021929, Valid MRR: 0.30204, + + + +2023-05-20 02:12:56,624 - ice00001 - [INFO] - [E:42| 0]: Train Loss:0.0021687, Val MRR:0.30204, ice00001 +2023-05-20 02:14:38,631 - ice00001 - [INFO] - [E:42| 100]: Train Loss:0.0021875, Val MRR:0.30204, ice00001 +2023-05-20 02:16:19,760 - ice00001 - [INFO] - [E:42| 200]: Train Loss:0.002187, Val MRR:0.30204, ice00001 +2023-05-20 02:17:49,861 - ice00001 - [INFO] - [E:42| 300]: Train Loss:0.0021883, Val MRR:0.30204, ice00001 +2023-05-20 02:19:29,224 - ice00001 - [INFO] - [E:42| 400]: Train Loss:0.0021877, Val MRR:0.30204, ice00001 +2023-05-20 02:21:09,177 - ice00001 - [INFO] - [E:42| 500]: Train Loss:0.0021872, Val MRR:0.30204, ice00001 +2023-05-20 02:22:50,464 - ice00001 - [INFO] - [E:42| 600]: Train Loss:0.0021872, Val MRR:0.30204, ice00001 +2023-05-20 02:24:30,723 - ice00001 - [INFO] - [E:42| 700]: Train Loss:0.0021866, Val MRR:0.30204, ice00001 +2023-05-20 02:26:11,484 - ice00001 - [INFO] - [E:42| 800]: Train Loss:0.002187, Val MRR:0.30204, ice00001 +2023-05-20 02:27:42,745 - ice00001 - [INFO] - [E:42| 900]: Train Loss:0.0021877, Val MRR:0.30204, ice00001 +2023-05-20 02:28:54,083 - ice00001 - [INFO] - [Epoch:42]: Training Loss:0.002188 + +2023-05-20 02:28:54,472 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 02:29:17,776 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 02:29:40,680 - ice00001 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.33871, Head : 0.26911, Avg : 0.30391 + +2023-05-20 02:29:42,063 - ice00001 - [INFO] - [Epoch 42]: Training Loss: 0.0021875, Valid MRR: 0.30391, + + + +2023-05-20 02:29:43,302 - ice00001 - [INFO] - [E:43| 0]: Train Loss:0.0022183, Val MRR:0.30391, ice00001 +2023-05-20 02:31:24,490 - ice00001 - [INFO] - [E:43| 100]: Train Loss:0.0021801, Val MRR:0.30391, ice00001 +2023-05-20 02:33:04,183 - ice00001 - [INFO] - [E:43| 200]: Train Loss:0.0021828, Val MRR:0.30391, ice00001 +2023-05-20 02:34:45,473 - ice00001 - [INFO] - [E:43| 300]: Train Loss:0.0021832, Val MRR:0.30391, ice00001 +2023-05-20 02:36:15,410 - ice00001 - [INFO] - [E:43| 400]: Train Loss:0.0021822, Val MRR:0.30391, ice00001 +2023-05-20 02:37:55,829 - ice00001 - [INFO] - [E:43| 500]: Train Loss:0.0021835, Val MRR:0.30391, ice00001 +2023-05-20 02:39:37,033 - ice00001 - [INFO] - [E:43| 600]: Train Loss:0.0021828, Val MRR:0.30391, ice00001 +2023-05-20 02:41:17,852 - ice00001 - [INFO] - [E:43| 700]: Train Loss:0.0021831, Val MRR:0.30391, ice00001 +2023-05-20 02:42:59,003 - ice00001 - [INFO] - [E:43| 800]: Train Loss:0.0021821, Val MRR:0.30391, ice00001 +2023-05-20 02:44:29,669 - ice00001 - [INFO] - [E:43| 900]: Train Loss:0.0021824, Val MRR:0.30391, ice00001 +2023-05-20 02:45:40,282 - ice00001 - [INFO] - [Epoch:43]: Training Loss:0.002182 + +2023-05-20 02:45:40,539 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 02:46:03,637 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 02:46:25,657 - ice00001 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.33847, Head : 0.27067, Avg : 0.30457 + +2023-05-20 02:46:27,189 - ice00001 - [INFO] - [Epoch 43]: Training Loss: 0.0021823, Valid MRR: 0.30457, + + + +2023-05-20 02:46:28,346 - ice00001 - [INFO] - [E:44| 0]: Train Loss:0.0022016, Val MRR:0.30457, ice00001 +2023-05-20 02:48:08,346 - ice00001 - [INFO] - [E:44| 100]: Train Loss:0.0021766, Val MRR:0.30457, ice00001 +2023-05-20 02:49:49,325 - ice00001 - [INFO] - [E:44| 200]: Train Loss:0.0021762, Val MRR:0.30457, ice00001 +2023-05-20 02:51:33,127 - ice00001 - [INFO] - [E:44| 300]: Train Loss:0.0021775, Val MRR:0.30457, ice00001 +2023-05-20 02:53:03,807 - ice00001 - [INFO] - [E:44| 400]: Train Loss:0.0021784, Val MRR:0.30457, ice00001 +2023-05-20 02:54:44,552 - ice00001 - [INFO] - [E:44| 500]: Train Loss:0.0021768, Val MRR:0.30457, ice00001 +2023-05-20 02:56:26,730 - ice00001 - [INFO] - [E:44| 600]: Train Loss:0.0021766, Val MRR:0.30457, ice00001 +2023-05-20 02:58:08,636 - ice00001 - [INFO] - [E:44| 700]: Train Loss:0.0021768, Val MRR:0.30457, ice00001 +2023-05-20 02:59:50,131 - ice00001 - [INFO] - [E:44| 800]: Train Loss:0.0021767, Val MRR:0.30457, ice00001 +2023-05-20 03:01:22,782 - ice00001 - [INFO] - [E:44| 900]: Train Loss:0.0021767, Val MRR:0.30457, ice00001 +2023-05-20 03:02:29,959 - ice00001 - [INFO] - [Epoch:44]: Training Loss:0.002177 + +2023-05-20 03:02:30,297 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 03:02:53,333 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 03:03:15,923 - ice00001 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.34155, Head : 0.27336, Avg : 0.30745 + +2023-05-20 03:03:17,231 - ice00001 - [INFO] - [Epoch 44]: Training Loss: 0.0021774, Valid MRR: 0.30745, + + + +2023-05-20 03:03:18,519 - ice00001 - [INFO] - [E:45| 0]: Train Loss:0.0021588, Val MRR:0.30745, ice00001 +2023-05-20 03:04:58,759 - ice00001 - [INFO] - [E:45| 100]: Train Loss:0.0021712, Val MRR:0.30745, ice00001 +2023-05-20 03:06:39,802 - ice00001 - [INFO] - [E:45| 200]: Train Loss:0.0021717, Val MRR:0.30745, ice00001 +2023-05-20 03:08:20,328 - ice00001 - [INFO] - [E:45| 300]: Train Loss:0.0021698, Val MRR:0.30745, ice00001 +2023-05-20 03:09:58,971 - ice00001 - [INFO] - [E:45| 400]: Train Loss:0.0021711, Val MRR:0.30745, ice00001 +2023-05-20 03:11:31,291 - ice00001 - [INFO] - [E:45| 500]: Train Loss:0.0021709, Val MRR:0.30745, ice00001 +2023-05-20 03:13:12,000 - ice00001 - [INFO] - [E:45| 600]: Train Loss:0.0021702, Val MRR:0.30745, ice00001 +2023-05-20 03:14:51,995 - ice00001 - [INFO] - [E:45| 700]: Train Loss:0.0021711, Val MRR:0.30745, ice00001 +2023-05-20 03:16:31,397 - ice00001 - [INFO] - [E:45| 800]: Train Loss:0.002172, Val MRR:0.30745, ice00001 +2023-05-20 03:18:12,763 - ice00001 - [INFO] - [E:45| 900]: Train Loss:0.0021722, Val MRR:0.30745, ice00001 +2023-05-20 03:19:13,686 - ice00001 - [INFO] - [Epoch:45]: Training Loss:0.002172 + +2023-05-20 03:19:13,941 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 03:19:36,954 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 03:19:59,771 - ice00001 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.33869, Head : 0.27319, Avg : 0.30594 + +2023-05-20 03:19:59,771 - ice00001 - [INFO] - [Epoch 45]: Training Loss: 0.0021724, Valid MRR: 0.30745, + + + +2023-05-20 03:20:00,991 - ice00001 - [INFO] - [E:46| 0]: Train Loss:0.0021021, Val MRR:0.30745, ice00001 +2023-05-20 03:21:41,817 - ice00001 - [INFO] - [E:46| 100]: Train Loss:0.002166, Val MRR:0.30745, ice00001 +2023-05-20 03:23:23,261 - ice00001 - [INFO] - [E:46| 200]: Train Loss:0.0021678, Val MRR:0.30745, ice00001 +2023-05-20 03:25:05,473 - ice00001 - [INFO] - [E:46| 300]: Train Loss:0.0021663, Val MRR:0.30745, ice00001 +2023-05-20 03:26:47,338 - ice00001 - [INFO] - [E:46| 400]: Train Loss:0.0021672, Val MRR:0.30745, ice00001 +2023-05-20 03:28:18,456 - ice00001 - [INFO] - [E:46| 500]: Train Loss:0.0021669, Val MRR:0.30745, ice00001 +2023-05-20 03:29:58,290 - ice00001 - [INFO] - [E:46| 600]: Train Loss:0.0021669, Val MRR:0.30745, ice00001 +2023-05-20 03:31:38,253 - ice00001 - [INFO] - [E:46| 700]: Train Loss:0.0021667, Val MRR:0.30745, ice00001 +2023-05-20 03:33:19,104 - ice00001 - [INFO] - [E:46| 800]: Train Loss:0.0021664, Val MRR:0.30745, ice00001 +2023-05-20 03:34:59,736 - ice00001 - [INFO] - [E:46| 900]: Train Loss:0.002167, Val MRR:0.30745, ice00001 +2023-05-20 03:36:06,582 - ice00001 - [INFO] - [Epoch:46]: Training Loss:0.002167 + +2023-05-20 03:36:06,797 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 03:36:22,911 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 03:36:45,538 - ice00001 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.34554, Head : 0.27779, Avg : 0.31167 + +2023-05-20 03:36:46,984 - ice00001 - [INFO] - [Epoch 46]: Training Loss: 0.0021667, Valid MRR: 0.31167, + + + +2023-05-20 03:36:47,908 - ice00001 - [INFO] - [E:47| 0]: Train Loss:0.002138, Val MRR:0.31167, ice00001 +2023-05-20 03:38:29,016 - ice00001 - [INFO] - [E:47| 100]: Train Loss:0.0021584, Val MRR:0.31167, ice00001 +2023-05-20 03:40:12,793 - ice00001 - [INFO] - [E:47| 200]: Train Loss:0.0021583, Val MRR:0.31167, ice00001 +2023-05-20 03:41:53,434 - ice00001 - [INFO] - [E:47| 300]: Train Loss:0.002159, Val MRR:0.31167, ice00001 +2023-05-20 03:43:33,741 - ice00001 - [INFO] - [E:47| 400]: Train Loss:0.0021589, Val MRR:0.31167, ice00001 +2023-05-20 03:45:05,071 - ice00001 - [INFO] - [E:47| 500]: Train Loss:0.0021597, Val MRR:0.31167, ice00001 +2023-05-20 03:46:44,098 - ice00001 - [INFO] - [E:47| 600]: Train Loss:0.0021597, Val MRR:0.31167, ice00001 +2023-05-20 03:48:24,255 - ice00001 - [INFO] - [E:47| 700]: Train Loss:0.0021609, Val MRR:0.31167, ice00001 +2023-05-20 03:50:05,701 - ice00001 - [INFO] - [E:47| 800]: Train Loss:0.0021617, Val MRR:0.31167, ice00001 +2023-05-20 03:51:46,875 - ice00001 - [INFO] - [E:47| 900]: Train Loss:0.0021615, Val MRR:0.31167, ice00001 +2023-05-20 03:52:58,157 - ice00001 - [INFO] - [Epoch:47]: Training Loss:0.002161 + +2023-05-20 03:52:58,544 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 03:53:21,497 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 03:53:41,475 - ice00001 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.34717, Head : 0.2783, Avg : 0.31273 + +2023-05-20 03:53:42,994 - ice00001 - [INFO] - [Epoch 47]: Training Loss: 0.0021613, Valid MRR: 0.31273, + + + +2023-05-20 03:53:43,640 - ice00001 - [INFO] - [E:48| 0]: Train Loss:0.0021858, Val MRR:0.31273, ice00001 +2023-05-20 03:55:18,988 - ice00001 - [INFO] - [E:48| 100]: Train Loss:0.0021631, Val MRR:0.31273, ice00001 +2023-05-20 03:57:00,345 - ice00001 - [INFO] - [E:48| 200]: Train Loss:0.0021599, Val MRR:0.31273, ice00001 +2023-05-20 03:58:40,907 - ice00001 - [INFO] - [E:48| 300]: Train Loss:0.0021608, Val MRR:0.31273, ice00001 +2023-05-20 04:00:20,693 - ice00001 - [INFO] - [E:48| 400]: Train Loss:0.0021594, Val MRR:0.31273, ice00001 +2023-05-20 04:02:00,901 - ice00001 - [INFO] - [E:48| 500]: Train Loss:0.0021583, Val MRR:0.31273, ice00001 +2023-05-20 04:03:31,259 - ice00001 - [INFO] - [E:48| 600]: Train Loss:0.002159, Val MRR:0.31273, ice00001 +2023-05-20 04:05:12,178 - ice00001 - [INFO] - [E:48| 700]: Train Loss:0.0021568, Val MRR:0.31273, ice00001 +2023-05-20 04:06:53,397 - ice00001 - [INFO] - [E:48| 800]: Train Loss:0.0021574, Val MRR:0.31273, ice00001 +2023-05-20 04:08:35,414 - ice00001 - [INFO] - [E:48| 900]: Train Loss:0.0021571, Val MRR:0.31273, ice00001 +2023-05-20 04:09:46,865 - ice00001 - [INFO] - [Epoch:48]: Training Loss:0.002156 + +2023-05-20 04:09:47,188 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 04:10:10,063 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 04:10:32,718 - ice00001 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.34871, Head : 0.28002, Avg : 0.31436 + +2023-05-20 04:10:34,223 - ice00001 - [INFO] - [Epoch 48]: Training Loss: 0.0021564, Valid MRR: 0.31436, + + + +2023-05-20 04:10:35,306 - ice00001 - [INFO] - [E:49| 0]: Train Loss:0.0021801, Val MRR:0.31436, ice00001 +2023-05-20 04:12:06,123 - ice00001 - [INFO] - [E:49| 100]: Train Loss:0.0021488, Val MRR:0.31436, ice00001 +2023-05-20 04:13:45,981 - ice00001 - [INFO] - [E:49| 200]: Train Loss:0.0021482, Val MRR:0.31436, ice00001 +2023-05-20 04:15:26,262 - ice00001 - [INFO] - [E:49| 300]: Train Loss:0.0021481, Val MRR:0.31436, ice00001 +2023-05-20 04:17:06,875 - ice00001 - [INFO] - [E:49| 400]: Train Loss:0.0021485, Val MRR:0.31436, ice00001 +2023-05-20 04:18:47,958 - ice00001 - [INFO] - [E:49| 500]: Train Loss:0.0021485, Val MRR:0.31436, ice00001 +2023-05-20 04:20:18,645 - ice00001 - [INFO] - [E:49| 600]: Train Loss:0.0021504, Val MRR:0.31436, ice00001 +2023-05-20 04:22:00,034 - ice00001 - [INFO] - [E:49| 700]: Train Loss:0.0021501, Val MRR:0.31436, ice00001 +2023-05-20 04:23:41,210 - ice00001 - [INFO] - [E:49| 800]: Train Loss:0.0021502, Val MRR:0.31436, ice00001 +2023-05-20 04:25:22,237 - ice00001 - [INFO] - [E:49| 900]: Train Loss:0.0021505, Val MRR:0.31436, ice00001 +2023-05-20 04:26:32,825 - ice00001 - [INFO] - [Epoch:49]: Training Loss:0.002151 + +2023-05-20 04:26:33,320 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 04:26:56,620 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 04:27:18,551 - ice00001 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.34903, Head : 0.28223, Avg : 0.31563 + MR: Tail : 274.68, Head : 314.98, Avg : 294.83 + Hit-1: Tail : 0.25865, Head : 0.19517, Avg : 0.22691 + Hit-3: Tail : 0.39264, Head : 0.30975, Avg : 0.3512 + Hit-10: Tail : 0.51645, Head : 0.46231, Avg : 0.48938 +2023-05-20 04:27:20,105 - ice00001 - [INFO] - [Epoch 49]: Training Loss: 0.0021508, Valid MRR: 0.31563, + + + +2023-05-20 04:27:21,494 - ice00001 - [INFO] - [E:50| 0]: Train Loss:0.0020995, Val MRR:0.31563, ice00001 +2023-05-20 04:28:54,192 - ice00001 - [INFO] - [E:50| 100]: Train Loss:0.002146, Val MRR:0.31563, ice00001 +2023-05-20 04:30:34,703 - ice00001 - [INFO] - [E:50| 200]: Train Loss:0.002142, Val MRR:0.31563, ice00001 +2023-05-20 04:32:15,067 - ice00001 - [INFO] - [E:50| 300]: Train Loss:0.0021428, Val MRR:0.31563, ice00001 +2023-05-20 04:33:56,110 - ice00001 - [INFO] - [E:50| 400]: Train Loss:0.0021437, Val MRR:0.31563, ice00001 +2023-05-20 04:35:37,345 - ice00001 - [INFO] - [E:50| 500]: Train Loss:0.0021439, Val MRR:0.31563, ice00001 +2023-05-20 04:37:17,768 - ice00001 - [INFO] - [E:50| 600]: Train Loss:0.0021434, Val MRR:0.31563, ice00001 +2023-05-20 04:38:49,536 - ice00001 - [INFO] - [E:50| 700]: Train Loss:0.0021448, Val MRR:0.31563, ice00001 +2023-05-20 04:40:30,600 - ice00001 - [INFO] - [E:50| 800]: Train Loss:0.0021442, Val MRR:0.31563, ice00001 +2023-05-20 04:42:09,748 - ice00001 - [INFO] - [E:50| 900]: Train Loss:0.0021443, Val MRR:0.31563, ice00001 +2023-05-20 04:43:19,631 - ice00001 - [INFO] - [Epoch:50]: Training Loss:0.002145 + +2023-05-20 04:43:20,018 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 04:43:42,782 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 04:44:05,270 - ice00001 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.35242, Head : 0.28428, Avg : 0.31835 + +2023-05-20 04:44:06,639 - ice00001 - [INFO] - [Epoch 50]: Training Loss: 0.002145, Valid MRR: 0.31835, + + + +2023-05-20 04:44:08,036 - ice00001 - [INFO] - [E:51| 0]: Train Loss:0.0021996, Val MRR:0.31835, ice00001 +2023-05-20 04:45:48,716 - ice00001 - [INFO] - [E:51| 100]: Train Loss:0.0021444, Val MRR:0.31835, ice00001 +2023-05-20 04:47:19,664 - ice00001 - [INFO] - [E:51| 200]: Train Loss:0.0021407, Val MRR:0.31835, ice00001 +2023-05-20 04:49:00,826 - ice00001 - [INFO] - [E:51| 300]: Train Loss:0.0021392, Val MRR:0.31835, ice00001 +2023-05-20 04:50:41,533 - ice00001 - [INFO] - [E:51| 400]: Train Loss:0.00214, Val MRR:0.31835, ice00001 +2023-05-20 04:52:22,098 - ice00001 - [INFO] - [E:51| 500]: Train Loss:0.0021406, Val MRR:0.31835, ice00001 +2023-05-20 04:54:02,732 - ice00001 - [INFO] - [E:51| 600]: Train Loss:0.0021406, Val MRR:0.31835, ice00001 +2023-05-20 04:55:34,064 - ice00001 - [INFO] - [E:51| 700]: Train Loss:0.0021399, Val MRR:0.31835, ice00001 +2023-05-20 04:57:14,310 - ice00001 - [INFO] - [E:51| 800]: Train Loss:0.00214, Val MRR:0.31835, ice00001 +2023-05-20 04:58:55,602 - ice00001 - [INFO] - [E:51| 900]: Train Loss:0.0021395, Val MRR:0.31835, ice00001 +2023-05-20 05:00:06,716 - ice00001 - [INFO] - [Epoch:51]: Training Loss:0.00214 + +2023-05-20 05:00:07,037 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 05:00:29,962 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 05:00:52,645 - ice00001 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.35346, Head : 0.28632, Avg : 0.31989 + +2023-05-20 05:00:54,159 - ice00001 - [INFO] - [Epoch 51]: Training Loss: 0.0021397, Valid MRR: 0.31989, + + + +2023-05-20 05:00:55,104 - ice00001 - [INFO] - [E:52| 0]: Train Loss:0.0021428, Val MRR:0.31989, ice00001 +2023-05-20 05:02:35,976 - ice00001 - [INFO] - [E:52| 100]: Train Loss:0.0021313, Val MRR:0.31989, ice00001 +2023-05-20 05:04:07,046 - ice00001 - [INFO] - [E:52| 200]: Train Loss:0.0021328, Val MRR:0.31989, ice00001 +2023-05-20 05:05:47,706 - ice00001 - [INFO] - [E:52| 300]: Train Loss:0.0021335, Val MRR:0.31989, ice00001 +2023-05-20 05:07:29,117 - ice00001 - [INFO] - [E:52| 400]: Train Loss:0.0021333, Val MRR:0.31989, ice00001 +2023-05-20 05:09:09,956 - ice00001 - [INFO] - [E:52| 500]: Train Loss:0.0021339, Val MRR:0.31989, ice00001 +2023-05-20 05:10:50,545 - ice00001 - [INFO] - [E:52| 600]: Train Loss:0.0021343, Val MRR:0.31989, ice00001 +2023-05-20 05:12:20,111 - ice00001 - [INFO] - [E:52| 700]: Train Loss:0.0021355, Val MRR:0.31989, ice00001 +2023-05-20 05:14:01,747 - ice00001 - [INFO] - [E:52| 800]: Train Loss:0.0021363, Val MRR:0.31989, ice00001 +2023-05-20 05:15:42,586 - ice00001 - [INFO] - [E:52| 900]: Train Loss:0.0021357, Val MRR:0.31989, ice00001 +2023-05-20 05:16:55,261 - ice00001 - [INFO] - [Epoch:52]: Training Loss:0.002135 + +2023-05-20 05:16:55,625 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 05:17:18,318 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 05:17:40,857 - ice00001 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.35512, Head : 0.2866, Avg : 0.32086 + +2023-05-20 05:17:42,357 - ice00001 - [INFO] - [Epoch 52]: Training Loss: 0.0021353, Valid MRR: 0.32086, + + + +2023-05-20 05:17:43,571 - ice00001 - [INFO] - [E:53| 0]: Train Loss:0.0020813, Val MRR:0.32086, ice00001 +2023-05-20 05:19:24,650 - ice00001 - [INFO] - [E:53| 100]: Train Loss:0.0021263, Val MRR:0.32086, ice00001 +2023-05-20 05:20:59,932 - ice00001 - [INFO] - [E:53| 200]: Train Loss:0.0021299, Val MRR:0.32086, ice00001 +2023-05-20 05:22:36,466 - ice00001 - [INFO] - [E:53| 300]: Train Loss:0.0021302, Val MRR:0.32086, ice00001 +2023-05-20 05:24:17,868 - ice00001 - [INFO] - [E:53| 400]: Train Loss:0.00213, Val MRR:0.32086, ice00001 +2023-05-20 05:25:57,659 - ice00001 - [INFO] - [E:53| 500]: Train Loss:0.0021311, Val MRR:0.32086, ice00001 +2023-05-20 05:27:37,499 - ice00001 - [INFO] - [E:53| 600]: Train Loss:0.0021315, Val MRR:0.32086, ice00001 +2023-05-20 05:29:17,956 - ice00001 - [INFO] - [E:53| 700]: Train Loss:0.0021314, Val MRR:0.32086, ice00001 +2023-05-20 05:30:48,713 - ice00001 - [INFO] - [E:53| 800]: Train Loss:0.0021308, Val MRR:0.32086, ice00001 +2023-05-20 05:32:30,089 - ice00001 - [INFO] - [E:53| 900]: Train Loss:0.0021308, Val MRR:0.32086, ice00001 +2023-05-20 05:33:41,295 - ice00001 - [INFO] - [Epoch:53]: Training Loss:0.00213 + +2023-05-20 05:33:41,690 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 05:34:04,303 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 05:34:26,752 - ice00001 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.35626, Head : 0.2911, Avg : 0.32368 + +2023-05-20 05:34:28,045 - ice00001 - [INFO] - [Epoch 53]: Training Loss: 0.0021301, Valid MRR: 0.32368, + + + +2023-05-20 05:34:29,170 - ice00001 - [INFO] - [E:54| 0]: Train Loss:0.0021436, Val MRR:0.32368, ice00001 +2023-05-20 05:36:10,250 - ice00001 - [INFO] - [E:54| 100]: Train Loss:0.002129, Val MRR:0.32368, ice00001 +2023-05-20 05:37:52,035 - ice00001 - [INFO] - [E:54| 200]: Train Loss:0.0021264, Val MRR:0.32368, ice00001 +2023-05-20 05:39:22,260 - ice00001 - [INFO] - [E:54| 300]: Train Loss:0.0021255, Val MRR:0.32368, ice00001 +2023-05-20 05:41:02,587 - ice00001 - [INFO] - [E:54| 400]: Train Loss:0.0021247, Val MRR:0.32368, ice00001 +2023-05-20 05:42:43,604 - ice00001 - [INFO] - [E:54| 500]: Train Loss:0.0021252, Val MRR:0.32368, ice00001 +2023-05-20 05:44:25,177 - ice00001 - [INFO] - [E:54| 600]: Train Loss:0.0021259, Val MRR:0.32368, ice00001 +2023-05-20 05:46:06,652 - ice00001 - [INFO] - [E:54| 700]: Train Loss:0.0021255, Val MRR:0.32368, ice00001 +2023-05-20 05:47:37,779 - ice00001 - [INFO] - [E:54| 800]: Train Loss:0.0021256, Val MRR:0.32368, ice00001 +2023-05-20 05:49:18,772 - ice00001 - [INFO] - [E:54| 900]: Train Loss:0.0021253, Val MRR:0.32368, ice00001 +2023-05-20 05:50:30,091 - ice00001 - [INFO] - [Epoch:54]: Training Loss:0.002126 + +2023-05-20 05:50:30,346 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 05:50:53,420 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 05:51:15,984 - ice00001 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.35834, Head : 0.28989, Avg : 0.32412 + +2023-05-20 05:51:17,545 - ice00001 - [INFO] - [Epoch 54]: Training Loss: 0.0021258, Valid MRR: 0.32412, + + + +2023-05-20 05:51:18,331 - ice00001 - [INFO] - [E:55| 0]: Train Loss:0.002133, Val MRR:0.32412, ice00001 +2023-05-20 05:52:58,672 - ice00001 - [INFO] - [E:55| 100]: Train Loss:0.0021171, Val MRR:0.32412, ice00001 +2023-05-20 05:54:38,456 - ice00001 - [INFO] - [E:55| 200]: Train Loss:0.0021167, Val MRR:0.32412, ice00001 +2023-05-20 05:56:08,503 - ice00001 - [INFO] - [E:55| 300]: Train Loss:0.0021196, Val MRR:0.32412, ice00001 +2023-05-20 05:57:48,873 - ice00001 - [INFO] - [E:55| 400]: Train Loss:0.0021194, Val MRR:0.32412, ice00001 +2023-05-20 05:59:29,696 - ice00001 - [INFO] - [E:55| 500]: Train Loss:0.0021192, Val MRR:0.32412, ice00001 +2023-05-20 06:01:10,394 - ice00001 - [INFO] - [E:55| 600]: Train Loss:0.0021178, Val MRR:0.32412, ice00001 +2023-05-20 06:02:51,506 - ice00001 - [INFO] - [E:55| 700]: Train Loss:0.0021182, Val MRR:0.32412, ice00001 +2023-05-20 06:04:33,263 - ice00001 - [INFO] - [E:55| 800]: Train Loss:0.0021188, Val MRR:0.32412, ice00001 +2023-05-20 06:06:05,956 - ice00001 - [INFO] - [E:55| 900]: Train Loss:0.0021197, Val MRR:0.32412, ice00001 +2023-05-20 06:07:16,482 - ice00001 - [INFO] - [Epoch:55]: Training Loss:0.002121 + +2023-05-20 06:07:16,738 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 06:07:39,690 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 06:08:02,204 - ice00001 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.359, Head : 0.291, Avg : 0.325 + +2023-05-20 06:08:03,722 - ice00001 - [INFO] - [Epoch 55]: Training Loss: 0.0021205, Valid MRR: 0.325, + + + +2023-05-20 06:08:04,885 - ice00001 - [INFO] - [E:56| 0]: Train Loss:0.0021537, Val MRR:0.325, ice00001 +2023-05-20 06:09:44,068 - ice00001 - [INFO] - [E:56| 100]: Train Loss:0.0021153, Val MRR:0.325, ice00001 +2023-05-20 06:11:24,657 - ice00001 - [INFO] - [E:56| 200]: Train Loss:0.0021175, Val MRR:0.325, ice00001 +2023-05-20 06:13:05,652 - ice00001 - [INFO] - [E:56| 300]: Train Loss:0.0021162, Val MRR:0.325, ice00001 +2023-05-20 06:14:36,457 - ice00001 - [INFO] - [E:56| 400]: Train Loss:0.0021157, Val MRR:0.325, ice00001 +2023-05-20 06:16:17,005 - ice00001 - [INFO] - [E:56| 500]: Train Loss:0.0021158, Val MRR:0.325, ice00001 +2023-05-20 06:17:57,776 - ice00001 - [INFO] - [E:56| 600]: Train Loss:0.0021162, Val MRR:0.325, ice00001 +2023-05-20 06:19:38,699 - ice00001 - [INFO] - [E:56| 700]: Train Loss:0.0021165, Val MRR:0.325, ice00001 +2023-05-20 06:21:19,716 - ice00001 - [INFO] - [E:56| 800]: Train Loss:0.0021167, Val MRR:0.325, ice00001 +2023-05-20 06:22:50,067 - ice00001 - [INFO] - [E:56| 900]: Train Loss:0.0021167, Val MRR:0.325, ice00001 +2023-05-20 06:23:59,637 - ice00001 - [INFO] - [Epoch:56]: Training Loss:0.002117 + +2023-05-20 06:24:00,148 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 06:24:22,563 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 06:24:45,094 - ice00001 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.3606, Head : 0.29544, Avg : 0.32802 + +2023-05-20 06:24:46,455 - ice00001 - [INFO] - [Epoch 56]: Training Loss: 0.0021165, Valid MRR: 0.32802, + + + +2023-05-20 06:24:47,734 - ice00001 - [INFO] - [E:57| 0]: Train Loss:0.002113, Val MRR:0.32802, ice00001 +2023-05-20 06:26:28,483 - ice00001 - [INFO] - [E:57| 100]: Train Loss:0.0021118, Val MRR:0.32802, ice00001 +2023-05-20 06:28:09,309 - ice00001 - [INFO] - [E:57| 200]: Train Loss:0.0021109, Val MRR:0.32802, ice00001 +2023-05-20 06:29:50,414 - ice00001 - [INFO] - [E:57| 300]: Train Loss:0.0021092, Val MRR:0.32802, ice00001 +2023-05-20 06:31:20,998 - ice00001 - [INFO] - [E:57| 400]: Train Loss:0.002111, Val MRR:0.32802, ice00001 +2023-05-20 06:33:01,797 - ice00001 - [INFO] - [E:57| 500]: Train Loss:0.0021113, Val MRR:0.32802, ice00001 +2023-05-20 06:34:42,273 - ice00001 - [INFO] - [E:57| 600]: Train Loss:0.0021108, Val MRR:0.32802, ice00001 +2023-05-20 06:36:22,271 - ice00001 - [INFO] - [E:57| 700]: Train Loss:0.0021109, Val MRR:0.32802, ice00001 +2023-05-20 06:38:01,779 - ice00001 - [INFO] - [E:57| 800]: Train Loss:0.0021117, Val MRR:0.32802, ice00001 +2023-05-20 06:39:31,425 - ice00001 - [INFO] - [E:57| 900]: Train Loss:0.0021122, Val MRR:0.32802, ice00001 +2023-05-20 06:40:42,349 - ice00001 - [INFO] - [Epoch:57]: Training Loss:0.002112 + +2023-05-20 06:40:42,689 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 06:41:05,798 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 06:41:28,290 - ice00001 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.36213, Head : 0.29663, Avg : 0.32938 + +2023-05-20 06:41:29,545 - ice00001 - [INFO] - [Epoch 57]: Training Loss: 0.0021122, Valid MRR: 0.32938, + + + +2023-05-20 06:41:30,319 - ice00001 - [INFO] - [E:58| 0]: Train Loss:0.0020701, Val MRR:0.32938, ice00001 +2023-05-20 06:43:11,508 - ice00001 - [INFO] - [E:58| 100]: Train Loss:0.0021051, Val MRR:0.32938, ice00001 +2023-05-20 06:44:52,876 - ice00001 - [INFO] - [E:58| 200]: Train Loss:0.0021071, Val MRR:0.32938, ice00001 +2023-05-20 06:46:34,069 - ice00001 - [INFO] - [E:58| 300]: Train Loss:0.002106, Val MRR:0.32938, ice00001 +2023-05-20 06:48:10,206 - ice00001 - [INFO] - [E:58| 400]: Train Loss:0.0021063, Val MRR:0.32938, ice00001 +2023-05-20 06:49:45,724 - ice00001 - [INFO] - [E:58| 500]: Train Loss:0.0021069, Val MRR:0.32938, ice00001 +2023-05-20 06:51:26,194 - ice00001 - [INFO] - [E:58| 600]: Train Loss:0.0021074, Val MRR:0.32938, ice00001 +2023-05-20 06:53:07,631 - ice00001 - [INFO] - [E:58| 700]: Train Loss:0.0021071, Val MRR:0.32938, ice00001 +2023-05-20 06:54:47,409 - ice00001 - [INFO] - [E:58| 800]: Train Loss:0.002107, Val MRR:0.32938, ice00001 +2023-05-20 06:56:27,074 - ice00001 - [INFO] - [E:58| 900]: Train Loss:0.0021076, Val MRR:0.32938, ice00001 +2023-05-20 06:57:28,080 - ice00001 - [INFO] - [Epoch:58]: Training Loss:0.002108 + +2023-05-20 06:57:28,336 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 06:57:51,334 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 06:58:14,306 - ice00001 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.36352, Head : 0.29763, Avg : 0.33057 + +2023-05-20 06:58:15,785 - ice00001 - [INFO] - [Epoch 58]: Training Loss: 0.0021078, Valid MRR: 0.33057, + + + +2023-05-20 06:58:17,179 - ice00001 - [INFO] - [E:59| 0]: Train Loss:0.0021606, Val MRR:0.33057, ice00001 +2023-05-20 06:59:57,970 - ice00001 - [INFO] - [E:59| 100]: Train Loss:0.0021035, Val MRR:0.33057, ice00001 +2023-05-20 07:01:38,420 - ice00001 - [INFO] - [E:59| 200]: Train Loss:0.0021038, Val MRR:0.33057, ice00001 +2023-05-20 07:03:18,721 - ice00001 - [INFO] - [E:59| 300]: Train Loss:0.0021031, Val MRR:0.33057, ice00001 +2023-05-20 07:04:58,419 - ice00001 - [INFO] - [E:59| 400]: Train Loss:0.0021016, Val MRR:0.33057, ice00001 +2023-05-20 07:06:28,155 - ice00001 - [INFO] - [E:59| 500]: Train Loss:0.0021023, Val MRR:0.33057, ice00001 +2023-05-20 07:08:07,887 - ice00001 - [INFO] - [E:59| 600]: Train Loss:0.0021029, Val MRR:0.33057, ice00001 +2023-05-20 07:09:48,096 - ice00001 - [INFO] - [E:59| 700]: Train Loss:0.0021028, Val MRR:0.33057, ice00001 +2023-05-20 07:11:28,198 - ice00001 - [INFO] - [E:59| 800]: Train Loss:0.0021033, Val MRR:0.33057, ice00001 +2023-05-20 07:13:08,821 - ice00001 - [INFO] - [E:59| 900]: Train Loss:0.0021038, Val MRR:0.33057, ice00001 +2023-05-20 07:14:16,370 - ice00001 - [INFO] - [Epoch:59]: Training Loss:0.002104 + +2023-05-20 07:14:16,585 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 07:14:31,474 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 07:14:54,082 - ice00001 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.3632, Head : 0.29844, Avg : 0.33082 + MR: Tail : 241.65, Head : 283.22, Avg : 262.44 + Hit-1: Tail : 0.26933, Head : 0.20524, Avg : 0.23729 + Hit-3: Tail : 0.40685, Head : 0.33548, Avg : 0.37116 + Hit-10: Tail : 0.53975, Head : 0.48392, Avg : 0.51183 +2023-05-20 07:14:55,434 - ice00001 - [INFO] - [Epoch 59]: Training Loss: 0.0021035, Valid MRR: 0.33082, + + + +2023-05-20 07:14:56,526 - ice00001 - [INFO] - [E:60| 0]: Train Loss:0.0021624, Val MRR:0.33082, ice00001 +2023-05-20 07:16:37,926 - ice00001 - [INFO] - [E:60| 100]: Train Loss:0.0020956, Val MRR:0.33082, ice00001 +2023-05-20 07:18:19,259 - ice00001 - [INFO] - [E:60| 200]: Train Loss:0.0020968, Val MRR:0.33082, ice00001 +2023-05-20 07:20:00,360 - ice00001 - [INFO] - [E:60| 300]: Train Loss:0.0020982, Val MRR:0.33082, ice00001 +2023-05-20 07:21:39,348 - ice00001 - [INFO] - [E:60| 400]: Train Loss:0.002098, Val MRR:0.33082, ice00001 +2023-05-20 07:23:09,265 - ice00001 - [INFO] - [E:60| 500]: Train Loss:0.0020984, Val MRR:0.33082, ice00001 +2023-05-20 07:24:49,517 - ice00001 - [INFO] - [E:60| 600]: Train Loss:0.0020979, Val MRR:0.33082, ice00001 +2023-05-20 07:26:30,556 - ice00001 - [INFO] - [E:60| 700]: Train Loss:0.0020989, Val MRR:0.33082, ice00001 +2023-05-20 07:28:11,017 - ice00001 - [INFO] - [E:60| 800]: Train Loss:0.0020987, Val MRR:0.33082, ice00001 +2023-05-20 07:29:51,179 - ice00001 - [INFO] - [E:60| 900]: Train Loss:0.002099, Val MRR:0.33082, ice00001 +2023-05-20 07:31:01,756 - ice00001 - [INFO] - [Epoch:60]: Training Loss:0.002099 + +2023-05-20 07:31:02,142 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 07:31:25,289 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 07:31:42,496 - ice00001 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.36668, Head : 0.30112, Avg : 0.3339 + +2023-05-20 07:31:43,960 - ice00001 - [INFO] - [Epoch 60]: Training Loss: 0.0020994, Valid MRR: 0.3339, + + + +2023-05-20 07:31:44,618 - ice00001 - [INFO] - [E:61| 0]: Train Loss:0.0021481, Val MRR:0.3339, ice00001 +2023-05-20 07:33:21,048 - ice00001 - [INFO] - [E:61| 100]: Train Loss:0.0020971, Val MRR:0.3339, ice00001 +2023-05-20 07:35:01,002 - ice00001 - [INFO] - [E:61| 200]: Train Loss:0.0020953, Val MRR:0.3339, ice00001 +2023-05-20 07:36:40,223 - ice00001 - [INFO] - [E:61| 300]: Train Loss:0.0020972, Val MRR:0.3339, ice00001 +2023-05-20 07:38:20,258 - ice00001 - [INFO] - [E:61| 400]: Train Loss:0.0020962, Val MRR:0.3339, ice00001 +2023-05-20 07:40:00,584 - ice00001 - [INFO] - [E:61| 500]: Train Loss:0.0020949, Val MRR:0.3339, ice00001 +2023-05-20 07:41:33,519 - ice00001 - [INFO] - [E:61| 600]: Train Loss:0.002096, Val MRR:0.3339, ice00001 +2023-05-20 07:43:15,313 - ice00001 - [INFO] - [E:61| 700]: Train Loss:0.002095, Val MRR:0.3339, ice00001 +2023-05-20 07:44:56,486 - ice00001 - [INFO] - [E:61| 800]: Train Loss:0.0020951, Val MRR:0.3339, ice00001 +2023-05-20 07:46:36,832 - ice00001 - [INFO] - [E:61| 900]: Train Loss:0.002095, Val MRR:0.3339, ice00001 +2023-05-20 07:47:47,136 - ice00001 - [INFO] - [Epoch:61]: Training Loss:0.002096 + +2023-05-20 07:47:47,448 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 07:48:10,441 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 07:48:32,870 - ice00001 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.366, Head : 0.30091, Avg : 0.33346 + +2023-05-20 07:48:32,870 - ice00001 - [INFO] - [Epoch 61]: Training Loss: 0.0020957, Valid MRR: 0.3339, + + + +2023-05-20 07:48:33,647 - ice00001 - [INFO] - [E:62| 0]: Train Loss:0.0020501, Val MRR:0.3339, ice00001 +2023-05-20 07:50:04,627 - ice00001 - [INFO] - [E:62| 100]: Train Loss:0.0020953, Val MRR:0.3339, ice00001 +2023-05-20 07:51:44,688 - ice00001 - [INFO] - [E:62| 200]: Train Loss:0.0020928, Val MRR:0.3339, ice00001 +2023-05-20 07:53:26,034 - ice00001 - [INFO] - [E:62| 300]: Train Loss:0.0020916, Val MRR:0.3339, ice00001 +2023-05-20 07:55:06,904 - ice00001 - [INFO] - [E:62| 400]: Train Loss:0.0020926, Val MRR:0.3339, ice00001 +2023-05-20 07:56:47,431 - ice00001 - [INFO] - [E:62| 500]: Train Loss:0.0020921, Val MRR:0.3339, ice00001 +2023-05-20 07:58:18,554 - ice00001 - [INFO] - [E:62| 600]: Train Loss:0.0020921, Val MRR:0.3339, ice00001 +2023-05-20 07:59:59,436 - ice00001 - [INFO] - [E:62| 700]: Train Loss:0.0020925, Val MRR:0.3339, ice00001 +2023-05-20 08:01:40,041 - ice00001 - [INFO] - [E:62| 800]: Train Loss:0.0020927, Val MRR:0.3339, ice00001 +2023-05-20 08:03:20,456 - ice00001 - [INFO] - [E:62| 900]: Train Loss:0.0020921, Val MRR:0.3339, ice00001 +2023-05-20 08:04:30,496 - ice00001 - [INFO] - [Epoch:62]: Training Loss:0.002092 + +2023-05-20 08:04:30,751 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 08:04:53,383 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 08:05:15,305 - ice00001 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.36639, Head : 0.3039, Avg : 0.33515 + +2023-05-20 08:05:16,718 - ice00001 - [INFO] - [Epoch 62]: Training Loss: 0.0020918, Valid MRR: 0.33515, + + + +2023-05-20 08:05:17,616 - ice00001 - [INFO] - [E:63| 0]: Train Loss:0.0021841, Val MRR:0.33515, ice00001 +2023-05-20 08:06:47,540 - ice00001 - [INFO] - [E:63| 100]: Train Loss:0.002089, Val MRR:0.33515, ice00001 +2023-05-20 08:08:28,605 - ice00001 - [INFO] - [E:63| 200]: Train Loss:0.0020912, Val MRR:0.33515, ice00001 +2023-05-20 08:10:10,062 - ice00001 - [INFO] - [E:63| 300]: Train Loss:0.0020888, Val MRR:0.33515, ice00001 +2023-05-20 08:11:50,900 - ice00001 - [INFO] - [E:63| 400]: Train Loss:0.0020899, Val MRR:0.33515, ice00001 +2023-05-20 08:13:32,223 - ice00001 - [INFO] - [E:63| 500]: Train Loss:0.0020892, Val MRR:0.33515, ice00001 +2023-05-20 08:15:13,264 - ice00001 - [INFO] - [E:63| 600]: Train Loss:0.0020881, Val MRR:0.33515, ice00001 +2023-05-20 08:16:43,665 - ice00001 - [INFO] - [E:63| 700]: Train Loss:0.0020878, Val MRR:0.33515, ice00001 +2023-05-20 08:18:24,425 - ice00001 - [INFO] - [E:63| 800]: Train Loss:0.0020884, Val MRR:0.33515, ice00001 +2023-05-20 08:20:04,147 - ice00001 - [INFO] - [E:63| 900]: Train Loss:0.0020881, Val MRR:0.33515, ice00001 +2023-05-20 08:21:14,710 - ice00001 - [INFO] - [Epoch:63]: Training Loss:0.002088 + +2023-05-20 08:21:15,099 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 08:21:38,014 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 08:22:00,810 - ice00001 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.36913, Head : 0.30664, Avg : 0.33788 + +2023-05-20 08:22:02,360 - ice00001 - [INFO] - [Epoch 63]: Training Loss: 0.0020885, Valid MRR: 0.33788, + + + +2023-05-20 08:22:03,702 - ice00001 - [INFO] - [E:64| 0]: Train Loss:0.0021123, Val MRR:0.33788, ice00001 +2023-05-20 08:23:44,035 - ice00001 - [INFO] - [E:64| 100]: Train Loss:0.0020847, Val MRR:0.33788, ice00001 +2023-05-20 08:25:14,738 - ice00001 - [INFO] - [E:64| 200]: Train Loss:0.002083, Val MRR:0.33788, ice00001 +2023-05-20 08:26:55,285 - ice00001 - [INFO] - [E:64| 300]: Train Loss:0.0020834, Val MRR:0.33788, ice00001 +2023-05-20 08:28:36,182 - ice00001 - [INFO] - [E:64| 400]: Train Loss:0.0020856, Val MRR:0.33788, ice00001 +2023-05-20 08:30:19,197 - ice00001 - [INFO] - [E:64| 500]: Train Loss:0.0020861, Val MRR:0.33788, ice00001 +2023-05-20 08:31:59,794 - ice00001 - [INFO] - [E:64| 600]: Train Loss:0.0020856, Val MRR:0.33788, ice00001 +2023-05-20 08:33:29,705 - ice00001 - [INFO] - [E:64| 700]: Train Loss:0.002085, Val MRR:0.33788, ice00001 +2023-05-20 08:35:09,687 - ice00001 - [INFO] - [E:64| 800]: Train Loss:0.0020849, Val MRR:0.33788, ice00001 +2023-05-20 08:36:50,644 - ice00001 - [INFO] - [E:64| 900]: Train Loss:0.0020845, Val MRR:0.33788, ice00001 +2023-05-20 08:38:01,580 - ice00001 - [INFO] - [Epoch:64]: Training Loss:0.002084 + +2023-05-20 08:38:01,919 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 08:38:24,846 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 08:38:47,345 - ice00001 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.36903, Head : 0.30596, Avg : 0.33749 + +2023-05-20 08:38:47,346 - ice00001 - [INFO] - [Epoch 64]: Training Loss: 0.0020845, Valid MRR: 0.33788, + + + +2023-05-20 08:38:48,470 - ice00001 - [INFO] - [E:65| 0]: Train Loss:0.0020269, Val MRR:0.33788, ice00001 +2023-05-20 08:40:28,889 - ice00001 - [INFO] - [E:65| 100]: Train Loss:0.0020787, Val MRR:0.33788, ice00001 +2023-05-20 08:41:59,212 - ice00001 - [INFO] - [E:65| 200]: Train Loss:0.0020787, Val MRR:0.33788, ice00001 +2023-05-20 08:43:39,381 - ice00001 - [INFO] - [E:65| 300]: Train Loss:0.0020786, Val MRR:0.33788, ice00001 +2023-05-20 08:45:19,708 - ice00001 - [INFO] - [E:65| 400]: Train Loss:0.00208, Val MRR:0.33788, ice00001 +2023-05-20 08:47:00,331 - ice00001 - [INFO] - [E:65| 500]: Train Loss:0.0020808, Val MRR:0.33788, ice00001 +2023-05-20 08:48:39,940 - ice00001 - [INFO] - [E:65| 600]: Train Loss:0.002081, Val MRR:0.33788, ice00001 +2023-05-20 08:50:16,147 - ice00001 - [INFO] - [E:65| 700]: Train Loss:0.0020799, Val MRR:0.33788, ice00001 +2023-05-20 08:51:50,711 - ice00001 - [INFO] - [E:65| 800]: Train Loss:0.002081, Val MRR:0.33788, ice00001 +2023-05-20 08:53:31,143 - ice00001 - [INFO] - [E:65| 900]: Train Loss:0.0020804, Val MRR:0.33788, ice00001 +2023-05-20 08:54:42,176 - ice00001 - [INFO] - [Epoch:65]: Training Loss:0.002081 + +2023-05-20 08:54:42,488 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 08:55:05,482 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 08:55:28,571 - ice00001 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.37062, Head : 0.30768, Avg : 0.33915 + +2023-05-20 08:55:29,988 - ice00001 - [INFO] - [Epoch 65]: Training Loss: 0.0020809, Valid MRR: 0.33915, + + + +2023-05-20 08:55:31,387 - ice00001 - [INFO] - [E:66| 0]: Train Loss:0.0021181, Val MRR:0.33915, ice00001 +2023-05-20 08:57:12,587 - ice00001 - [INFO] - [E:66| 100]: Train Loss:0.0020814, Val MRR:0.33915, ice00001 +2023-05-20 08:58:52,553 - ice00001 - [INFO] - [E:66| 200]: Train Loss:0.0020769, Val MRR:0.33915, ice00001 +2023-05-20 09:00:23,565 - ice00001 - [INFO] - [E:66| 300]: Train Loss:0.0020782, Val MRR:0.33915, ice00001 +2023-05-20 09:02:04,362 - ice00001 - [INFO] - [E:66| 400]: Train Loss:0.0020785, Val MRR:0.33915, ice00001 +2023-05-20 09:03:44,522 - ice00001 - [INFO] - [E:66| 500]: Train Loss:0.0020782, Val MRR:0.33915, ice00001 +2023-05-20 09:05:25,829 - ice00001 - [INFO] - [E:66| 600]: Train Loss:0.0020786, Val MRR:0.33915, ice00001 +2023-05-20 09:07:07,331 - ice00001 - [INFO] - [E:66| 700]: Train Loss:0.0020786, Val MRR:0.33915, ice00001 +2023-05-20 09:08:37,842 - ice00001 - [INFO] - [E:66| 800]: Train Loss:0.0020782, Val MRR:0.33915, ice00001 +2023-05-20 09:10:18,341 - ice00001 - [INFO] - [E:66| 900]: Train Loss:0.002078, Val MRR:0.33915, ice00001 +2023-05-20 09:11:29,003 - ice00001 - [INFO] - [Epoch:66]: Training Loss:0.002078 + +2023-05-20 09:11:29,348 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 09:11:52,274 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 09:12:14,895 - ice00001 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.37043, Head : 0.31009, Avg : 0.34026 + +2023-05-20 09:12:16,532 - ice00001 - [INFO] - [Epoch 66]: Training Loss: 0.0020777, Valid MRR: 0.34026, + + + +2023-05-20 09:12:17,345 - ice00001 - [INFO] - [E:67| 0]: Train Loss:0.0020325, Val MRR:0.34026, ice00001 +2023-05-20 09:13:58,095 - ice00001 - [INFO] - [E:67| 100]: Train Loss:0.0020796, Val MRR:0.34026, ice00001 +2023-05-20 09:15:38,289 - ice00001 - [INFO] - [E:67| 200]: Train Loss:0.0020743, Val MRR:0.34026, ice00001 +2023-05-20 09:17:11,225 - ice00001 - [INFO] - [E:67| 300]: Train Loss:0.0020737, Val MRR:0.34026, ice00001 +2023-05-20 09:18:50,757 - ice00001 - [INFO] - [E:67| 400]: Train Loss:0.0020741, Val MRR:0.34026, ice00001 +2023-05-20 09:20:30,989 - ice00001 - [INFO] - [E:67| 500]: Train Loss:0.0020745, Val MRR:0.34026, ice00001 +2023-05-20 09:22:10,643 - ice00001 - [INFO] - [E:67| 600]: Train Loss:0.0020734, Val MRR:0.34026, ice00001 +2023-05-20 09:23:51,322 - ice00001 - [INFO] - [E:67| 700]: Train Loss:0.0020735, Val MRR:0.34026, ice00001 +2023-05-20 09:25:23,843 - ice00001 - [INFO] - [E:67| 800]: Train Loss:0.0020742, Val MRR:0.34026, ice00001 +2023-05-20 09:27:03,771 - ice00001 - [INFO] - [E:67| 900]: Train Loss:0.0020747, Val MRR:0.34026, ice00001 +2023-05-20 09:28:14,597 - ice00001 - [INFO] - [Epoch:67]: Training Loss:0.002074 + +2023-05-20 09:28:14,936 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 09:28:37,919 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 09:29:00,346 - ice00001 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.37083, Head : 0.31245, Avg : 0.34164 + +2023-05-20 09:29:02,134 - ice00001 - [INFO] - [Epoch 67]: Training Loss: 0.0020744, Valid MRR: 0.34164, + + + +2023-05-20 09:29:03,531 - ice00001 - [INFO] - [E:68| 0]: Train Loss:0.0019926, Val MRR:0.34164, ice00001 +2023-05-20 09:30:43,714 - ice00001 - [INFO] - [E:68| 100]: Train Loss:0.0020766, Val MRR:0.34164, ice00001 +2023-05-20 09:32:23,426 - ice00001 - [INFO] - [E:68| 200]: Train Loss:0.0020717, Val MRR:0.34164, ice00001 +2023-05-20 09:33:57,572 - ice00001 - [INFO] - [E:68| 300]: Train Loss:0.0020698, Val MRR:0.34164, ice00001 +2023-05-20 09:35:35,357 - ice00001 - [INFO] - [E:68| 400]: Train Loss:0.0020698, Val MRR:0.34164, ice00001 +2023-05-20 09:37:16,102 - ice00001 - [INFO] - [E:68| 500]: Train Loss:0.0020705, Val MRR:0.34164, ice00001 +2023-05-20 09:38:56,881 - ice00001 - [INFO] - [E:68| 600]: Train Loss:0.0020698, Val MRR:0.34164, ice00001 +2023-05-20 09:40:37,889 - ice00001 - [INFO] - [E:68| 700]: Train Loss:0.0020706, Val MRR:0.34164, ice00001 +2023-05-20 09:42:18,927 - ice00001 - [INFO] - [E:68| 800]: Train Loss:0.0020709, Val MRR:0.34164, ice00001 +2023-05-20 09:43:49,898 - ice00001 - [INFO] - [E:68| 900]: Train Loss:0.0020713, Val MRR:0.34164, ice00001 +2023-05-20 09:45:00,447 - ice00001 - [INFO] - [Epoch:68]: Training Loss:0.002071 + +2023-05-20 09:45:00,834 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 09:45:23,577 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 09:45:45,843 - ice00001 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.37219, Head : 0.3125, Avg : 0.34235 + +2023-05-20 09:45:47,834 - ice00001 - [INFO] - [Epoch 68]: Training Loss: 0.0020712, Valid MRR: 0.34235, + + + +2023-05-20 09:45:49,003 - ice00001 - [INFO] - [E:69| 0]: Train Loss:0.002042, Val MRR:0.34235, ice00001 +2023-05-20 09:47:28,696 - ice00001 - [INFO] - [E:69| 100]: Train Loss:0.002065, Val MRR:0.34235, ice00001 +2023-05-20 09:49:09,259 - ice00001 - [INFO] - [E:69| 200]: Train Loss:0.0020677, Val MRR:0.34235, ice00001 +2023-05-20 09:50:49,808 - ice00001 - [INFO] - [E:69| 300]: Train Loss:0.0020685, Val MRR:0.34235, ice00001 +2023-05-20 09:52:20,653 - ice00001 - [INFO] - [E:69| 400]: Train Loss:0.0020684, Val MRR:0.34235, ice00001 +2023-05-20 09:54:01,873 - ice00001 - [INFO] - [E:69| 500]: Train Loss:0.0020689, Val MRR:0.34235, ice00001 +2023-05-20 09:55:43,462 - ice00001 - [INFO] - [E:69| 600]: Train Loss:0.0020687, Val MRR:0.34235, ice00001 +2023-05-20 09:57:24,560 - ice00001 - [INFO] - [E:69| 700]: Train Loss:0.0020686, Val MRR:0.34235, ice00001 +2023-05-20 09:59:05,269 - ice00001 - [INFO] - [E:69| 800]: Train Loss:0.0020683, Val MRR:0.34235, ice00001 +2023-05-20 10:00:35,200 - ice00001 - [INFO] - [E:69| 900]: Train Loss:0.002068, Val MRR:0.34235, ice00001 +2023-05-20 10:01:45,506 - ice00001 - [INFO] - [Epoch:69]: Training Loss:0.002068 + +2023-05-20 10:01:45,894 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 10:02:09,158 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 10:02:31,940 - ice00001 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.373, Head : 0.31374, Avg : 0.34337 + MR: Tail : 222.47, Head : 263.92, Avg : 243.2 + Hit-1: Tail : 0.27588, Head : 0.22017, Avg : 0.24803 + Hit-3: Tail : 0.41789, Head : 0.34846, Avg : 0.38318 + Hit-10: Tail : 0.55286, Head : 0.498, Avg : 0.52543 +2023-05-20 10:02:33,748 - ice00001 - [INFO] - [Epoch 69]: Training Loss: 0.0020681, Valid MRR: 0.34337, + + + +2023-05-20 10:02:34,884 - ice00001 - [INFO] - [E:70| 0]: Train Loss:0.0020626, Val MRR:0.34337, ice00001 +2023-05-20 10:04:15,468 - ice00001 - [INFO] - [E:70| 100]: Train Loss:0.0020599, Val MRR:0.34337, ice00001 +2023-05-20 10:05:58,249 - ice00001 - [INFO] - [E:70| 200]: Train Loss:0.0020587, Val MRR:0.34337, ice00001 +2023-05-20 10:07:38,633 - ice00001 - [INFO] - [E:70| 300]: Train Loss:0.0020591, Val MRR:0.34337, ice00001 +2023-05-20 10:09:10,150 - ice00001 - [INFO] - [E:70| 400]: Train Loss:0.002063, Val MRR:0.34337, ice00001 +2023-05-20 10:10:50,878 - ice00001 - [INFO] - [E:70| 500]: Train Loss:0.0020628, Val MRR:0.34337, ice00001 +2023-05-20 10:12:32,136 - ice00001 - [INFO] - [E:70| 600]: Train Loss:0.0020634, Val MRR:0.34337, ice00001 +2023-05-20 10:14:13,244 - ice00001 - [INFO] - [E:70| 700]: Train Loss:0.0020634, Val MRR:0.34337, ice00001 +2023-05-20 10:15:53,130 - ice00001 - [INFO] - [E:70| 800]: Train Loss:0.0020639, Val MRR:0.34337, ice00001 +2023-05-20 10:17:31,670 - ice00001 - [INFO] - [E:70| 900]: Train Loss:0.0020647, Val MRR:0.34337, ice00001 +2023-05-20 10:18:34,966 - ice00001 - [INFO] - [Epoch:70]: Training Loss:0.002065 + +2023-05-20 10:18:35,223 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 10:18:58,360 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 10:19:20,839 - ice00001 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.37304, Head : 0.31564, Avg : 0.34434 + +2023-05-20 10:19:22,796 - ice00001 - [INFO] - [Epoch 70]: Training Loss: 0.0020646, Valid MRR: 0.34434, + + + +2023-05-20 10:19:23,978 - ice00001 - [INFO] - [E:71| 0]: Train Loss:0.0020601, Val MRR:0.34434, ice00001 +2023-05-20 10:21:04,216 - ice00001 - [INFO] - [E:71| 100]: Train Loss:0.0020561, Val MRR:0.34434, ice00001 +2023-05-20 10:22:44,517 - ice00001 - [INFO] - [E:71| 200]: Train Loss:0.0020599, Val MRR:0.34434, ice00001 +2023-05-20 10:24:24,297 - ice00001 - [INFO] - [E:71| 300]: Train Loss:0.0020592, Val MRR:0.34434, ice00001 +2023-05-20 10:26:04,688 - ice00001 - [INFO] - [E:71| 400]: Train Loss:0.0020588, Val MRR:0.34434, ice00001 +2023-05-20 10:27:35,259 - ice00001 - [INFO] - [E:71| 500]: Train Loss:0.0020589, Val MRR:0.34434, ice00001 +2023-05-20 10:29:15,428 - ice00001 - [INFO] - [E:71| 600]: Train Loss:0.00206, Val MRR:0.34434, ice00001 +2023-05-20 10:30:55,251 - ice00001 - [INFO] - [E:71| 700]: Train Loss:0.00206, Val MRR:0.34434, ice00001 +2023-05-20 10:32:35,801 - ice00001 - [INFO] - [E:71| 800]: Train Loss:0.0020606, Val MRR:0.34434, ice00001 +2023-05-20 10:34:17,540 - ice00001 - [INFO] - [E:71| 900]: Train Loss:0.0020609, Val MRR:0.34434, ice00001 +2023-05-20 10:35:18,583 - ice00001 - [INFO] - [Epoch:71]: Training Loss:0.002062 + +2023-05-20 10:35:19,088 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 10:35:42,120 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 10:36:04,622 - ice00001 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.37279, Head : 0.31601, Avg : 0.3444 + +2023-05-20 10:36:06,172 - ice00001 - [INFO] - [Epoch 71]: Training Loss: 0.0020617, Valid MRR: 0.3444, + + + +2023-05-20 10:36:07,325 - ice00001 - [INFO] - [E:72| 0]: Train Loss:0.0020621, Val MRR:0.3444, ice00001 +2023-05-20 10:37:48,747 - ice00001 - [INFO] - [E:72| 100]: Train Loss:0.0020601, Val MRR:0.3444, ice00001 +2023-05-20 10:39:30,098 - ice00001 - [INFO] - [E:72| 200]: Train Loss:0.0020568, Val MRR:0.3444, ice00001 +2023-05-20 10:41:11,560 - ice00001 - [INFO] - [E:72| 300]: Train Loss:0.0020574, Val MRR:0.3444, ice00001 +2023-05-20 10:42:52,781 - ice00001 - [INFO] - [E:72| 400]: Train Loss:0.0020594, Val MRR:0.3444, ice00001 +2023-05-20 10:44:22,321 - ice00001 - [INFO] - [E:72| 500]: Train Loss:0.0020586, Val MRR:0.3444, ice00001 +2023-05-20 10:46:02,557 - ice00001 - [INFO] - [E:72| 600]: Train Loss:0.0020584, Val MRR:0.3444, ice00001 +2023-05-20 10:47:42,912 - ice00001 - [INFO] - [E:72| 700]: Train Loss:0.0020592, Val MRR:0.3444, ice00001 +2023-05-20 10:49:23,039 - ice00001 - [INFO] - [E:72| 800]: Train Loss:0.0020591, Val MRR:0.3444, ice00001 +2023-05-20 10:51:03,463 - ice00001 - [INFO] - [E:72| 900]: Train Loss:0.002059, Val MRR:0.3444, ice00001 +2023-05-20 10:52:13,729 - ice00001 - [INFO] - [Epoch:72]: Training Loss:0.002059 + +2023-05-20 10:52:13,941 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 10:52:27,578 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 10:52:48,579 - ice00001 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.37569, Head : 0.31891, Avg : 0.3473 + +2023-05-20 10:52:50,005 - ice00001 - [INFO] - [Epoch 72]: Training Loss: 0.0020589, Valid MRR: 0.3473, + + + +2023-05-20 10:52:51,170 - ice00001 - [INFO] - [E:73| 0]: Train Loss:0.0020223, Val MRR:0.3473, ice00001 +2023-05-20 10:54:34,896 - ice00001 - [INFO] - [E:73| 100]: Train Loss:0.0020595, Val MRR:0.3473, ice00001 +2023-05-20 10:56:15,811 - ice00001 - [INFO] - [E:73| 200]: Train Loss:0.002056, Val MRR:0.3473, ice00001 +2023-05-20 10:57:56,664 - ice00001 - [INFO] - [E:73| 300]: Train Loss:0.0020546, Val MRR:0.3473, ice00001 +2023-05-20 10:59:35,801 - ice00001 - [INFO] - [E:73| 400]: Train Loss:0.0020553, Val MRR:0.3473, ice00001 +2023-05-20 11:01:10,425 - ice00001 - [INFO] - [E:73| 500]: Train Loss:0.0020551, Val MRR:0.3473, ice00001 +2023-05-20 11:02:46,393 - ice00001 - [INFO] - [E:73| 600]: Train Loss:0.0020554, Val MRR:0.3473, ice00001 +2023-05-20 11:04:26,637 - ice00001 - [INFO] - [E:73| 700]: Train Loss:0.0020546, Val MRR:0.3473, ice00001 +2023-05-20 11:06:06,853 - ice00001 - [INFO] - [E:73| 800]: Train Loss:0.0020548, Val MRR:0.3473, ice00001 +2023-05-20 11:07:47,223 - ice00001 - [INFO] - [E:73| 900]: Train Loss:0.0020554, Val MRR:0.3473, ice00001 +2023-05-20 11:08:58,176 - ice00001 - [INFO] - [Epoch:73]: Training Loss:0.002056 + +2023-05-20 11:08:58,521 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 11:09:21,683 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 11:09:44,228 - ice00001 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.3766, Head : 0.3175, Avg : 0.34705 + +2023-05-20 11:09:44,228 - ice00001 - [INFO] - [Epoch 73]: Training Loss: 0.0020556, Valid MRR: 0.3473, + + + +2023-05-20 11:09:45,419 - ice00001 - [INFO] - [E:74| 0]: Train Loss:0.0020279, Val MRR:0.3473, ice00001 +2023-05-20 11:11:15,387 - ice00001 - [INFO] - [E:74| 100]: Train Loss:0.0020509, Val MRR:0.3473, ice00001 +2023-05-20 11:12:55,196 - ice00001 - [INFO] - [E:74| 200]: Train Loss:0.0020516, Val MRR:0.3473, ice00001 +2023-05-20 11:14:35,052 - ice00001 - [INFO] - [E:74| 300]: Train Loss:0.0020504, Val MRR:0.3473, ice00001 +2023-05-20 11:16:15,870 - ice00001 - [INFO] - [E:74| 400]: Train Loss:0.0020519, Val MRR:0.3473, ice00001 +2023-05-20 11:17:56,828 - ice00001 - [INFO] - [E:74| 500]: Train Loss:0.0020518, Val MRR:0.3473, ice00001 +2023-05-20 11:19:27,447 - ice00001 - [INFO] - [E:74| 600]: Train Loss:0.0020517, Val MRR:0.3473, ice00001 +2023-05-20 11:21:07,972 - ice00001 - [INFO] - [E:74| 700]: Train Loss:0.0020524, Val MRR:0.3473, ice00001 +2023-05-20 11:22:48,820 - ice00001 - [INFO] - [E:74| 800]: Train Loss:0.0020526, Val MRR:0.3473, ice00001 +2023-05-20 11:24:29,799 - ice00001 - [INFO] - [E:74| 900]: Train Loss:0.0020532, Val MRR:0.3473, ice00001 +2023-05-20 11:25:40,965 - ice00001 - [INFO] - [Epoch:74]: Training Loss:0.002053 + +2023-05-20 11:25:41,219 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 11:26:04,351 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 11:26:27,229 - ice00001 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.37875, Head : 0.31918, Avg : 0.34896 + +2023-05-20 11:26:33,880 - ice00001 - [INFO] - [Epoch 74]: Training Loss: 0.0020532, Valid MRR: 0.34896, + + + +2023-05-20 11:26:35,052 - ice00001 - [INFO] - [E:75| 0]: Train Loss:0.0020445, Val MRR:0.34896, ice00001 +2023-05-20 11:28:04,788 - ice00001 - [INFO] - [E:75| 100]: Train Loss:0.0020482, Val MRR:0.34896, ice00001 +2023-05-20 11:29:45,049 - ice00001 - [INFO] - [E:75| 200]: Train Loss:0.0020493, Val MRR:0.34896, ice00001 +2023-05-20 11:31:25,752 - ice00001 - [INFO] - [E:75| 300]: Train Loss:0.0020503, Val MRR:0.34896, ice00001 +2023-05-20 11:33:06,255 - ice00001 - [INFO] - [E:75| 400]: Train Loss:0.0020513, Val MRR:0.34896, ice00001 +2023-05-20 11:34:46,877 - ice00001 - [INFO] - [E:75| 500]: Train Loss:0.0020511, Val MRR:0.34896, ice00001 +2023-05-20 11:36:17,611 - ice00001 - [INFO] - [E:75| 600]: Train Loss:0.0020511, Val MRR:0.34896, ice00001 +2023-05-20 11:37:58,498 - ice00001 - [INFO] - [E:75| 700]: Train Loss:0.0020506, Val MRR:0.34896, ice00001 +2023-05-20 11:39:39,577 - ice00001 - [INFO] - [E:75| 800]: Train Loss:0.0020499, Val MRR:0.34896, ice00001 +2023-05-20 11:41:20,029 - ice00001 - [INFO] - [E:75| 900]: Train Loss:0.0020502, Val MRR:0.34896, ice00001 +2023-05-20 11:42:32,547 - ice00001 - [INFO] - [Epoch:75]: Training Loss:0.00205 + +2023-05-20 11:42:33,053 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 11:42:55,806 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 11:43:18,448 - ice00001 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.37793, Head : 0.32072, Avg : 0.34933 + +2023-05-20 11:43:20,690 - ice00001 - [INFO] - [Epoch 75]: Training Loss: 0.0020503, Valid MRR: 0.34933, + + + +2023-05-20 11:43:22,075 - ice00001 - [INFO] - [E:76| 0]: Train Loss:0.0020445, Val MRR:0.34933, ice00001 +2023-05-20 11:44:58,043 - ice00001 - [INFO] - [E:76| 100]: Train Loss:0.0020374, Val MRR:0.34933, ice00001 +2023-05-20 11:46:33,232 - ice00001 - [INFO] - [E:76| 200]: Train Loss:0.0020387, Val MRR:0.34933, ice00001 +2023-05-20 11:48:14,127 - ice00001 - [INFO] - [E:76| 300]: Train Loss:0.0020422, Val MRR:0.34933, ice00001 +2023-05-20 11:49:55,418 - ice00001 - [INFO] - [E:76| 400]: Train Loss:0.0020442, Val MRR:0.34933, ice00001 +2023-05-20 11:51:36,710 - ice00001 - [INFO] - [E:76| 500]: Train Loss:0.0020449, Val MRR:0.34933, ice00001 +2023-05-20 11:53:16,621 - ice00001 - [INFO] - [E:76| 600]: Train Loss:0.0020455, Val MRR:0.34933, ice00001 +2023-05-20 11:54:47,059 - ice00001 - [INFO] - [E:76| 700]: Train Loss:0.0020457, Val MRR:0.34933, ice00001 +2023-05-20 11:56:26,692 - ice00001 - [INFO] - [E:76| 800]: Train Loss:0.0020463, Val MRR:0.34933, ice00001 +2023-05-20 11:58:06,987 - ice00001 - [INFO] - [E:76| 900]: Train Loss:0.0020465, Val MRR:0.34933, ice00001 +2023-05-20 11:59:17,645 - ice00001 - [INFO] - [Epoch:76]: Training Loss:0.002047 + +2023-05-20 11:59:17,983 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 11:59:40,830 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 12:00:03,210 - ice00001 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.37823, Head : 0.32074, Avg : 0.34948 + +2023-05-20 12:00:05,352 - ice00001 - [INFO] - [Epoch 76]: Training Loss: 0.0020473, Valid MRR: 0.34948, + + + +2023-05-20 12:00:06,747 - ice00001 - [INFO] - [E:77| 0]: Train Loss:0.0019927, Val MRR:0.34948, ice00001 +2023-05-20 12:01:48,277 - ice00001 - [INFO] - [E:77| 100]: Train Loss:0.0020383, Val MRR:0.34948, ice00001 +2023-05-20 12:03:19,582 - ice00001 - [INFO] - [E:77| 200]: Train Loss:0.0020381, Val MRR:0.34948, ice00001 +2023-05-20 12:05:00,271 - ice00001 - [INFO] - [E:77| 300]: Train Loss:0.0020409, Val MRR:0.34948, ice00001 +2023-05-20 12:06:41,258 - ice00001 - [INFO] - [E:77| 400]: Train Loss:0.0020413, Val MRR:0.34948, ice00001 +2023-05-20 12:08:22,873 - ice00001 - [INFO] - [E:77| 500]: Train Loss:0.0020415, Val MRR:0.34948, ice00001 +2023-05-20 12:10:02,872 - ice00001 - [INFO] - [E:77| 600]: Train Loss:0.0020426, Val MRR:0.34948, ice00001 +2023-05-20 12:11:32,594 - ice00001 - [INFO] - [E:77| 700]: Train Loss:0.0020436, Val MRR:0.34948, ice00001 +2023-05-20 12:13:12,561 - ice00001 - [INFO] - [E:77| 800]: Train Loss:0.0020437, Val MRR:0.34948, ice00001 +2023-05-20 12:14:53,083 - ice00001 - [INFO] - [E:77| 900]: Train Loss:0.0020439, Val MRR:0.34948, ice00001 +2023-05-20 12:16:03,363 - ice00001 - [INFO] - [Epoch:77]: Training Loss:0.002044 + +2023-05-20 12:16:03,619 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 12:16:26,625 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 12:16:49,269 - ice00001 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.37933, Head : 0.32164, Avg : 0.35048 + +2023-05-20 12:16:51,847 - ice00001 - [INFO] - [Epoch 77]: Training Loss: 0.0020444, Valid MRR: 0.35048, + + + +2023-05-20 12:16:53,025 - ice00001 - [INFO] - [E:78| 0]: Train Loss:0.0020628, Val MRR:0.35048, ice00001 +2023-05-20 12:18:33,763 - ice00001 - [INFO] - [E:78| 100]: Train Loss:0.0020371, Val MRR:0.35048, ice00001 +2023-05-20 12:20:04,709 - ice00001 - [INFO] - [E:78| 200]: Train Loss:0.002036, Val MRR:0.35048, ice00001 +2023-05-20 12:21:45,872 - ice00001 - [INFO] - [E:78| 300]: Train Loss:0.0020402, Val MRR:0.35048, ice00001 +2023-05-20 12:23:26,568 - ice00001 - [INFO] - [E:78| 400]: Train Loss:0.0020411, Val MRR:0.35048, ice00001 +2023-05-20 12:25:06,007 - ice00001 - [INFO] - [E:78| 500]: Train Loss:0.0020427, Val MRR:0.35048, ice00001 +2023-05-20 12:26:45,712 - ice00001 - [INFO] - [E:78| 600]: Train Loss:0.0020413, Val MRR:0.35048, ice00001 +2023-05-20 12:28:22,831 - ice00001 - [INFO] - [E:78| 700]: Train Loss:0.002041, Val MRR:0.35048, ice00001 +2023-05-20 12:29:58,203 - ice00001 - [INFO] - [E:78| 800]: Train Loss:0.002042, Val MRR:0.35048, ice00001 +2023-05-20 12:31:40,605 - ice00001 - [INFO] - [E:78| 900]: Train Loss:0.0020423, Val MRR:0.35048, ice00001 +2023-05-20 12:32:52,049 - ice00001 - [INFO] - [Epoch:78]: Training Loss:0.002042 + +2023-05-20 12:32:52,361 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 12:33:15,245 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 12:33:38,260 - ice00001 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.38025, Head : 0.32336, Avg : 0.3518 + +2023-05-20 12:33:40,026 - ice00001 - [INFO] - [Epoch 78]: Training Loss: 0.0020421, Valid MRR: 0.3518, + + + +2023-05-20 12:33:41,218 - ice00001 - [INFO] - [E:79| 0]: Train Loss:0.0020435, Val MRR:0.3518, ice00001 +2023-05-20 12:35:21,724 - ice00001 - [INFO] - [E:79| 100]: Train Loss:0.0020391, Val MRR:0.3518, ice00001 +2023-05-20 12:37:02,724 - ice00001 - [INFO] - [E:79| 200]: Train Loss:0.0020388, Val MRR:0.3518, ice00001 +2023-05-20 12:38:33,232 - ice00001 - [INFO] - [E:79| 300]: Train Loss:0.0020397, Val MRR:0.3518, ice00001 +2023-05-20 12:40:12,891 - ice00001 - [INFO] - [E:79| 400]: Train Loss:0.0020404, Val MRR:0.3518, ice00001 +2023-05-20 12:41:53,134 - ice00001 - [INFO] - [E:79| 500]: Train Loss:0.0020405, Val MRR:0.3518, ice00001 +2023-05-20 12:43:32,682 - ice00001 - [INFO] - [E:79| 600]: Train Loss:0.0020401, Val MRR:0.3518, ice00001 +2023-05-20 12:45:12,494 - ice00001 - [INFO] - [E:79| 700]: Train Loss:0.0020395, Val MRR:0.3518, ice00001 +2023-05-20 12:46:43,044 - ice00001 - [INFO] - [E:79| 800]: Train Loss:0.002039, Val MRR:0.3518, ice00001 +2023-05-20 12:48:24,086 - ice00001 - [INFO] - [E:79| 900]: Train Loss:0.0020392, Val MRR:0.3518, ice00001 +2023-05-20 12:49:34,764 - ice00001 - [INFO] - [Epoch:79]: Training Loss:0.002039 + +2023-05-20 12:49:35,253 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 12:49:58,087 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 12:50:20,737 - ice00001 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.37829, Head : 0.32185, Avg : 0.35007 + MR: Tail : 216.22, Head : 261.47, Avg : 238.84 + Hit-1: Tail : 0.28013, Head : 0.22733, Avg : 0.25373 + Hit-3: Tail : 0.42335, Head : 0.35623, Avg : 0.38979 + Hit-10: Tail : 0.56597, Head : 0.51147, Avg : 0.53872 +2023-05-20 12:50:20,738 - ice00001 - [INFO] - [Epoch 79]: Training Loss: 0.0020395, Valid MRR: 0.3518, + + + +2023-05-20 12:50:21,846 - ice00001 - [INFO] - [E:80| 0]: Train Loss:0.0020262, Val MRR:0.3518, ice00001 +2023-05-20 12:52:02,565 - ice00001 - [INFO] - [E:80| 100]: Train Loss:0.0020321, Val MRR:0.3518, ice00001 +2023-05-20 12:53:42,747 - ice00001 - [INFO] - [E:80| 200]: Train Loss:0.0020347, Val MRR:0.3518, ice00001 +2023-05-20 12:55:12,806 - ice00001 - [INFO] - [E:80| 300]: Train Loss:0.0020342, Val MRR:0.3518, ice00001 +2023-05-20 12:56:53,259 - ice00001 - [INFO] - [E:80| 400]: Train Loss:0.0020337, Val MRR:0.3518, ice00001 +2023-05-20 12:58:33,878 - ice00001 - [INFO] - [E:80| 500]: Train Loss:0.0020338, Val MRR:0.3518, ice00001 +2023-05-20 13:00:14,482 - ice00001 - [INFO] - [E:80| 600]: Train Loss:0.0020346, Val MRR:0.3518, ice00001 +2023-05-20 13:01:54,844 - ice00001 - [INFO] - [E:80| 700]: Train Loss:0.0020349, Val MRR:0.3518, ice00001 +2023-05-20 13:03:28,395 - ice00001 - [INFO] - [E:80| 800]: Train Loss:0.0020354, Val MRR:0.3518, ice00001 +2023-05-20 13:05:06,214 - ice00001 - [INFO] - [E:80| 900]: Train Loss:0.002036, Val MRR:0.3518, ice00001 +2023-05-20 13:06:17,569 - ice00001 - [INFO] - [Epoch:80]: Training Loss:0.002037 + +2023-05-20 13:06:17,823 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 13:06:40,873 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 13:07:03,651 - ice00001 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.38087, Head : 0.32418, Avg : 0.35253 + +2023-05-20 13:07:06,077 - ice00001 - [INFO] - [Epoch 80]: Training Loss: 0.0020369, Valid MRR: 0.35253, + + + +2023-05-20 13:07:07,242 - ice00001 - [INFO] - [E:81| 0]: Train Loss:0.0020247, Val MRR:0.35253, ice00001 +2023-05-20 13:08:46,933 - ice00001 - [INFO] - [E:81| 100]: Train Loss:0.00203, Val MRR:0.35253, ice00001 +2023-05-20 13:10:27,066 - ice00001 - [INFO] - [E:81| 200]: Train Loss:0.0020299, Val MRR:0.35253, ice00001 +2023-05-20 13:12:03,155 - ice00001 - [INFO] - [E:81| 300]: Train Loss:0.0020306, Val MRR:0.35253, ice00001 +2023-05-20 13:13:38,426 - ice00001 - [INFO] - [E:81| 400]: Train Loss:0.002033, Val MRR:0.35253, ice00001 +2023-05-20 13:15:19,834 - ice00001 - [INFO] - [E:81| 500]: Train Loss:0.0020335, Val MRR:0.35253, ice00001 +2023-05-20 13:17:00,946 - ice00001 - [INFO] - [E:81| 600]: Train Loss:0.0020347, Val MRR:0.35253, ice00001 +2023-05-20 13:18:44,046 - ice00001 - [INFO] - [E:81| 700]: Train Loss:0.0020338, Val MRR:0.35253, ice00001 +2023-05-20 13:20:24,376 - ice00001 - [INFO] - [E:81| 800]: Train Loss:0.0020343, Val MRR:0.35253, ice00001 +2023-05-20 13:21:54,234 - ice00001 - [INFO] - [E:81| 900]: Train Loss:0.002034, Val MRR:0.35253, ice00001 +2023-05-20 13:23:04,262 - ice00001 - [INFO] - [Epoch:81]: Training Loss:0.002034 + +2023-05-20 13:23:04,767 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 13:23:27,321 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 13:23:49,673 - ice00001 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.38348, Head : 0.32504, Avg : 0.35426 + +2023-05-20 13:23:51,075 - ice00001 - [INFO] - [Epoch 81]: Training Loss: 0.0020343, Valid MRR: 0.35426, + + + +2023-05-20 13:23:52,250 - ice00001 - [INFO] - [E:82| 0]: Train Loss:0.001957, Val MRR:0.35426, ice00001 +2023-05-20 13:25:32,941 - ice00001 - [INFO] - [E:82| 100]: Train Loss:0.0020291, Val MRR:0.35426, ice00001 +2023-05-20 13:27:13,597 - ice00001 - [INFO] - [E:82| 200]: Train Loss:0.002026, Val MRR:0.35426, ice00001 +2023-05-20 13:28:54,513 - ice00001 - [INFO] - [E:82| 300]: Train Loss:0.0020282, Val MRR:0.35426, ice00001 +2023-05-20 13:30:25,185 - ice00001 - [INFO] - [E:82| 400]: Train Loss:0.0020293, Val MRR:0.35426, ice00001 +2023-05-20 13:32:05,695 - ice00001 - [INFO] - [E:82| 500]: Train Loss:0.0020294, Val MRR:0.35426, ice00001 +2023-05-20 13:33:46,330 - ice00001 - [INFO] - [E:82| 600]: Train Loss:0.0020307, Val MRR:0.35426, ice00001 +2023-05-20 13:35:26,593 - ice00001 - [INFO] - [E:82| 700]: Train Loss:0.0020317, Val MRR:0.35426, ice00001 +2023-05-20 13:37:05,728 - ice00001 - [INFO] - [E:82| 800]: Train Loss:0.0020312, Val MRR:0.35426, ice00001 +2023-05-20 13:38:35,792 - ice00001 - [INFO] - [E:82| 900]: Train Loss:0.0020312, Val MRR:0.35426, ice00001 +2023-05-20 13:39:46,553 - ice00001 - [INFO] - [Epoch:82]: Training Loss:0.002032 + +2023-05-20 13:39:46,810 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 13:40:09,934 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 13:40:32,600 - ice00001 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.38402, Head : 0.32685, Avg : 0.35543 + +2023-05-20 13:40:33,950 - ice00001 - [INFO] - [Epoch 82]: Training Loss: 0.0020318, Valid MRR: 0.35543, + + + +2023-05-20 13:40:35,066 - ice00001 - [INFO] - [E:83| 0]: Train Loss:0.0019768, Val MRR:0.35543, ice00001 +2023-05-20 13:42:15,888 - ice00001 - [INFO] - [E:83| 100]: Train Loss:0.0020334, Val MRR:0.35543, ice00001 +2023-05-20 13:43:56,952 - ice00001 - [INFO] - [E:83| 200]: Train Loss:0.0020274, Val MRR:0.35543, ice00001 +2023-05-20 13:45:37,808 - ice00001 - [INFO] - [E:83| 300]: Train Loss:0.0020291, Val MRR:0.35543, ice00001 +2023-05-20 13:47:11,192 - ice00001 - [INFO] - [E:83| 400]: Train Loss:0.0020277, Val MRR:0.35543, ice00001 +2023-05-20 13:48:49,069 - ice00001 - [INFO] - [E:83| 500]: Train Loss:0.0020278, Val MRR:0.35543, ice00001 +2023-05-20 13:50:29,653 - ice00001 - [INFO] - [E:83| 600]: Train Loss:0.0020288, Val MRR:0.35543, ice00001 +2023-05-20 13:52:08,530 - ice00001 - [INFO] - [E:83| 700]: Train Loss:0.0020293, Val MRR:0.35543, ice00001 +2023-05-20 13:53:48,530 - ice00001 - [INFO] - [E:83| 800]: Train Loss:0.0020294, Val MRR:0.35543, ice00001 +2023-05-20 13:55:28,454 - ice00001 - [INFO] - [E:83| 900]: Train Loss:0.0020295, Val MRR:0.35543, ice00001 +2023-05-20 13:56:29,064 - ice00001 - [INFO] - [Epoch:83]: Training Loss:0.002029 + +2023-05-20 13:56:29,409 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 13:56:52,505 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 13:57:14,929 - ice00001 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.38316, Head : 0.32717, Avg : 0.35516 + +2023-05-20 13:57:14,929 - ice00001 - [INFO] - [Epoch 83]: Training Loss: 0.0020294, Valid MRR: 0.35543, + + + +2023-05-20 13:57:16,081 - ice00001 - [INFO] - [E:84| 0]: Train Loss:0.0019855, Val MRR:0.35543, ice00001 +2023-05-20 13:58:55,749 - ice00001 - [INFO] - [E:84| 100]: Train Loss:0.0020271, Val MRR:0.35543, ice00001 +2023-05-20 14:00:35,847 - ice00001 - [INFO] - [E:84| 200]: Train Loss:0.0020277, Val MRR:0.35543, ice00001 +2023-05-20 14:02:15,773 - ice00001 - [INFO] - [E:84| 300]: Train Loss:0.0020262, Val MRR:0.35543, ice00001 +2023-05-20 14:03:55,415 - ice00001 - [INFO] - [E:84| 400]: Train Loss:0.0020258, Val MRR:0.35543, ice00001 +2023-05-20 14:05:25,071 - ice00001 - [INFO] - [E:84| 500]: Train Loss:0.0020268, Val MRR:0.35543, ice00001 +2023-05-20 14:07:07,047 - ice00001 - [INFO] - [E:84| 600]: Train Loss:0.0020272, Val MRR:0.35543, ice00001 +2023-05-20 14:08:48,706 - ice00001 - [INFO] - [E:84| 700]: Train Loss:0.0020277, Val MRR:0.35543, ice00001 +2023-05-20 14:10:30,394 - ice00001 - [INFO] - [E:84| 800]: Train Loss:0.0020264, Val MRR:0.35543, ice00001 +2023-05-20 14:12:11,716 - ice00001 - [INFO] - [E:84| 900]: Train Loss:0.0020268, Val MRR:0.35543, ice00001 +2023-05-20 14:13:16,896 - ice00001 - [INFO] - [Epoch:84]: Training Loss:0.002027 + +2023-05-20 14:13:17,109 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 14:13:34,576 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 14:13:57,076 - ice00001 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.38488, Head : 0.32764, Avg : 0.35626 + +2023-05-20 14:13:58,353 - ice00001 - [INFO] - [Epoch 84]: Training Loss: 0.0020271, Valid MRR: 0.35626, + + + +2023-05-20 14:13:59,747 - ice00001 - [INFO] - [E:85| 0]: Train Loss:0.0020529, Val MRR:0.35626, ice00001 +2023-05-20 14:15:40,169 - ice00001 - [INFO] - [E:85| 100]: Train Loss:0.0020258, Val MRR:0.35626, ice00001 +2023-05-20 14:17:21,575 - ice00001 - [INFO] - [E:85| 200]: Train Loss:0.0020232, Val MRR:0.35626, ice00001 +2023-05-20 14:19:01,907 - ice00001 - [INFO] - [E:85| 300]: Train Loss:0.0020232, Val MRR:0.35626, ice00001 +2023-05-20 14:20:41,417 - ice00001 - [INFO] - [E:85| 400]: Train Loss:0.0020222, Val MRR:0.35626, ice00001 +2023-05-20 14:22:11,094 - ice00001 - [INFO] - [E:85| 500]: Train Loss:0.0020227, Val MRR:0.35626, ice00001 +2023-05-20 14:23:51,820 - ice00001 - [INFO] - [E:85| 600]: Train Loss:0.0020232, Val MRR:0.35626, ice00001 +2023-05-20 14:25:33,374 - ice00001 - [INFO] - [E:85| 700]: Train Loss:0.0020238, Val MRR:0.35626, ice00001 +2023-05-20 14:27:14,349 - ice00001 - [INFO] - [E:85| 800]: Train Loss:0.0020241, Val MRR:0.35626, ice00001 +2023-05-20 14:28:54,739 - ice00001 - [INFO] - [E:85| 900]: Train Loss:0.0020241, Val MRR:0.35626, ice00001 +2023-05-20 14:30:05,587 - ice00001 - [INFO] - [Epoch:85]: Training Loss:0.002025 + +2023-05-20 14:30:06,076 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 14:30:28,947 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 14:30:44,734 - ice00001 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.38481, Head : 0.32904, Avg : 0.35693 + +2023-05-20 14:30:46,163 - ice00001 - [INFO] - [Epoch 85]: Training Loss: 0.0020246, Valid MRR: 0.35693, + + + +2023-05-20 14:30:46,812 - ice00001 - [INFO] - [E:86| 0]: Train Loss:0.0020284, Val MRR:0.35693, ice00001 +2023-05-20 14:32:24,612 - ice00001 - [INFO] - [E:86| 100]: Train Loss:0.0020216, Val MRR:0.35693, ice00001 +2023-05-20 14:34:05,664 - ice00001 - [INFO] - [E:86| 200]: Train Loss:0.00202, Val MRR:0.35693, ice00001 +2023-05-20 14:35:45,811 - ice00001 - [INFO] - [E:86| 300]: Train Loss:0.0020223, Val MRR:0.35693, ice00001 +2023-05-20 14:37:26,091 - ice00001 - [INFO] - [E:86| 400]: Train Loss:0.0020225, Val MRR:0.35693, ice00001 +2023-05-20 14:39:06,672 - ice00001 - [INFO] - [E:86| 500]: Train Loss:0.0020229, Val MRR:0.35693, ice00001 +2023-05-20 14:40:37,379 - ice00001 - [INFO] - [E:86| 600]: Train Loss:0.0020223, Val MRR:0.35693, ice00001 +2023-05-20 14:42:18,576 - ice00001 - [INFO] - [E:86| 700]: Train Loss:0.0020224, Val MRR:0.35693, ice00001 +2023-05-20 14:43:59,345 - ice00001 - [INFO] - [E:86| 800]: Train Loss:0.0020219, Val MRR:0.35693, ice00001 +2023-05-20 14:45:39,360 - ice00001 - [INFO] - [E:86| 900]: Train Loss:0.0020223, Val MRR:0.35693, ice00001 +2023-05-20 14:46:50,131 - ice00001 - [INFO] - [Epoch:86]: Training Loss:0.002022 + +2023-05-20 14:46:50,635 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 14:47:13,511 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 14:47:36,121 - ice00001 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.38738, Head : 0.32944, Avg : 0.35841 + +2023-05-20 14:47:37,427 - ice00001 - [INFO] - [Epoch 86]: Training Loss: 0.0020225, Valid MRR: 0.35841, + + + +2023-05-20 14:47:38,556 - ice00001 - [INFO] - [E:87| 0]: Train Loss:0.0020476, Val MRR:0.35841, ice00001 +2023-05-20 14:49:07,959 - ice00001 - [INFO] - [E:87| 100]: Train Loss:0.0020185, Val MRR:0.35841, ice00001 +2023-05-20 14:50:48,741 - ice00001 - [INFO] - [E:87| 200]: Train Loss:0.0020193, Val MRR:0.35841, ice00001 +2023-05-20 14:52:30,247 - ice00001 - [INFO] - [E:87| 300]: Train Loss:0.0020184, Val MRR:0.35841, ice00001 +2023-05-20 14:54:11,612 - ice00001 - [INFO] - [E:87| 400]: Train Loss:0.0020171, Val MRR:0.35841, ice00001 +2023-05-20 14:55:54,575 - ice00001 - [INFO] - [E:87| 500]: Train Loss:0.0020177, Val MRR:0.35841, ice00001 +2023-05-20 14:57:24,195 - ice00001 - [INFO] - [E:87| 600]: Train Loss:0.0020182, Val MRR:0.35841, ice00001 +2023-05-20 14:59:05,260 - ice00001 - [INFO] - [E:87| 700]: Train Loss:0.0020179, Val MRR:0.35841, ice00001 +2023-05-20 15:00:46,654 - ice00001 - [INFO] - [E:87| 800]: Train Loss:0.002019, Val MRR:0.35841, ice00001 +2023-05-20 15:02:27,195 - ice00001 - [INFO] - [E:87| 900]: Train Loss:0.0020195, Val MRR:0.35841, ice00001 +2023-05-20 15:03:37,577 - ice00001 - [INFO] - [Epoch:87]: Training Loss:0.00202 + +2023-05-20 15:03:37,920 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 15:04:00,719 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 15:04:23,181 - ice00001 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.38809, Head : 0.33142, Avg : 0.35976 + +2023-05-20 15:04:24,560 - ice00001 - [INFO] - [Epoch 87]: Training Loss: 0.0020198, Valid MRR: 0.35976, + + + +2023-05-20 15:04:25,809 - ice00001 - [INFO] - [E:88| 0]: Train Loss:0.0020801, Val MRR:0.35976, ice00001 +2023-05-20 15:05:56,328 - ice00001 - [INFO] - [E:88| 100]: Train Loss:0.0020149, Val MRR:0.35976, ice00001 +2023-05-20 15:07:36,870 - ice00001 - [INFO] - [E:88| 200]: Train Loss:0.0020148, Val MRR:0.35976, ice00001 +2023-05-20 15:09:17,426 - ice00001 - [INFO] - [E:88| 300]: Train Loss:0.0020149, Val MRR:0.35976, ice00001 +2023-05-20 15:10:58,372 - ice00001 - [INFO] - [E:88| 400]: Train Loss:0.0020152, Val MRR:0.35976, ice00001 +2023-05-20 15:12:38,673 - ice00001 - [INFO] - [E:88| 500]: Train Loss:0.0020161, Val MRR:0.35976, ice00001 +2023-05-20 15:14:15,682 - ice00001 - [INFO] - [E:88| 600]: Train Loss:0.0020167, Val MRR:0.35976, ice00001 +2023-05-20 15:15:49,198 - ice00001 - [INFO] - [E:88| 700]: Train Loss:0.0020168, Val MRR:0.35976, ice00001 +2023-05-20 15:17:28,714 - ice00001 - [INFO] - [E:88| 800]: Train Loss:0.0020163, Val MRR:0.35976, ice00001 +2023-05-20 15:19:07,829 - ice00001 - [INFO] - [E:88| 900]: Train Loss:0.0020168, Val MRR:0.35976, ice00001 +2023-05-20 15:20:18,046 - ice00001 - [INFO] - [Epoch:88]: Training Loss:0.002017 + +2023-05-20 15:20:18,371 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 15:20:41,379 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 15:21:03,858 - ice00001 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.38687, Head : 0.33076, Avg : 0.35882 + +2023-05-20 15:21:03,859 - ice00001 - [INFO] - [Epoch 88]: Training Loss: 0.0020171, Valid MRR: 0.35976, + + + +2023-05-20 15:21:05,018 - ice00001 - [INFO] - [E:89| 0]: Train Loss:0.0020101, Val MRR:0.35976, ice00001 +2023-05-20 15:22:45,483 - ice00001 - [INFO] - [E:89| 100]: Train Loss:0.002013, Val MRR:0.35976, ice00001 +2023-05-20 15:24:16,101 - ice00001 - [INFO] - [E:89| 200]: Train Loss:0.0020155, Val MRR:0.35976, ice00001 +2023-05-20 15:25:56,063 - ice00001 - [INFO] - [E:89| 300]: Train Loss:0.0020149, Val MRR:0.35976, ice00001 +2023-05-20 15:27:36,411 - ice00001 - [INFO] - [E:89| 400]: Train Loss:0.0020142, Val MRR:0.35976, ice00001 +2023-05-20 15:29:16,797 - ice00001 - [INFO] - [E:89| 500]: Train Loss:0.0020148, Val MRR:0.35976, ice00001 +2023-05-20 15:30:56,746 - ice00001 - [INFO] - [E:89| 600]: Train Loss:0.002015, Val MRR:0.35976, ice00001 +2023-05-20 15:32:26,556 - ice00001 - [INFO] - [E:89| 700]: Train Loss:0.0020155, Val MRR:0.35976, ice00001 +2023-05-20 15:34:06,215 - ice00001 - [INFO] - [E:89| 800]: Train Loss:0.0020154, Val MRR:0.35976, ice00001 +2023-05-20 15:35:46,733 - ice00001 - [INFO] - [E:89| 900]: Train Loss:0.002015, Val MRR:0.35976, ice00001 +2023-05-20 15:36:57,380 - ice00001 - [INFO] - [Epoch:89]: Training Loss:0.002016 + +2023-05-20 15:36:57,723 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 15:37:20,713 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 15:37:43,216 - ice00001 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.38814, Head : 0.33151, Avg : 0.35982 + MR: Tail : 215.38, Head : 252.92, Avg : 234.15 + Hit-1: Tail : 0.28972, Head : 0.23486, Avg : 0.26229 + Hit-3: Tail : 0.43343, Head : 0.37043, Avg : 0.40193 + Hit-10: Tail : 0.57689, Head : 0.52361, Avg : 0.55025 +2023-05-20 15:37:44,576 - ice00001 - [INFO] - [Epoch 89]: Training Loss: 0.0020155, Valid MRR: 0.35982, + + + +2023-05-20 15:37:45,764 - ice00001 - [INFO] - [E:90| 0]: Train Loss:0.0020033, Val MRR:0.35982, ice00001 +2023-05-20 15:39:26,812 - ice00001 - [INFO] - [E:90| 100]: Train Loss:0.0020139, Val MRR:0.35982, ice00001 +2023-05-20 15:40:57,602 - ice00001 - [INFO] - [E:90| 200]: Train Loss:0.0020113, Val MRR:0.35982, ice00001 +2023-05-20 15:42:39,167 - ice00001 - [INFO] - [E:90| 300]: Train Loss:0.0020131, Val MRR:0.35982, ice00001 +2023-05-20 15:44:21,420 - ice00001 - [INFO] - [E:90| 400]: Train Loss:0.002013, Val MRR:0.35982, ice00001 +2023-05-20 15:46:01,385 - ice00001 - [INFO] - [E:90| 500]: Train Loss:0.0020139, Val MRR:0.35982, ice00001 +2023-05-20 15:47:41,090 - ice00001 - [INFO] - [E:90| 600]: Train Loss:0.0020138, Val MRR:0.35982, ice00001 +2023-05-20 15:49:12,313 - ice00001 - [INFO] - [E:90| 700]: Train Loss:0.0020135, Val MRR:0.35982, ice00001 +2023-05-20 15:50:52,077 - ice00001 - [INFO] - [E:90| 800]: Train Loss:0.0020125, Val MRR:0.35982, ice00001 +2023-05-20 15:52:33,289 - ice00001 - [INFO] - [E:90| 900]: Train Loss:0.0020125, Val MRR:0.35982, ice00001 +2023-05-20 15:53:44,211 - ice00001 - [INFO] - [Epoch:90]: Training Loss:0.002013 + +2023-05-20 15:53:44,539 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 15:54:07,346 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 15:54:30,050 - ice00001 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.38947, Head : 0.33307, Avg : 0.36127 + +2023-05-20 15:54:31,417 - ice00001 - [INFO] - [Epoch 90]: Training Loss: 0.002013, Valid MRR: 0.36127, + + + +2023-05-20 15:54:32,580 - ice00001 - [INFO] - [E:91| 0]: Train Loss:0.0019571, Val MRR:0.36127, ice00001 +2023-05-20 15:56:13,565 - ice00001 - [INFO] - [E:91| 100]: Train Loss:0.0020046, Val MRR:0.36127, ice00001 +2023-05-20 15:57:50,786 - ice00001 - [INFO] - [E:91| 200]: Train Loss:0.0020059, Val MRR:0.36127, ice00001 +2023-05-20 15:59:25,401 - ice00001 - [INFO] - [E:91| 300]: Train Loss:0.0020062, Val MRR:0.36127, ice00001 +2023-05-20 16:01:06,478 - ice00001 - [INFO] - [E:91| 400]: Train Loss:0.0020073, Val MRR:0.36127, ice00001 +2023-05-20 16:02:46,497 - ice00001 - [INFO] - [E:91| 500]: Train Loss:0.002009, Val MRR:0.36127, ice00001 +2023-05-20 16:04:27,406 - ice00001 - [INFO] - [E:91| 600]: Train Loss:0.0020093, Val MRR:0.36127, ice00001 +2023-05-20 16:06:07,466 - ice00001 - [INFO] - [E:91| 700]: Train Loss:0.0020101, Val MRR:0.36127, ice00001 +2023-05-20 16:07:38,289 - ice00001 - [INFO] - [E:91| 800]: Train Loss:0.0020106, Val MRR:0.36127, ice00001 +2023-05-20 16:09:19,545 - ice00001 - [INFO] - [E:91| 900]: Train Loss:0.0020109, Val MRR:0.36127, ice00001 +2023-05-20 16:10:30,377 - ice00001 - [INFO] - [Epoch:91]: Training Loss:0.002011 + +2023-05-20 16:10:30,765 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 16:10:54,030 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 16:11:16,691 - ice00001 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.38908, Head : 0.33372, Avg : 0.3614 + +2023-05-20 16:11:18,202 - ice00001 - [INFO] - [Epoch 91]: Training Loss: 0.0020113, Valid MRR: 0.3614, + + + +2023-05-20 16:11:19,420 - ice00001 - [INFO] - [E:92| 0]: Train Loss:0.0019665, Val MRR:0.3614, ice00001 +2023-05-20 16:13:00,399 - ice00001 - [INFO] - [E:92| 100]: Train Loss:0.0019991, Val MRR:0.3614, ice00001 +2023-05-20 16:14:41,284 - ice00001 - [INFO] - [E:92| 200]: Train Loss:0.0020076, Val MRR:0.3614, ice00001 +2023-05-20 16:16:10,633 - ice00001 - [INFO] - [E:92| 300]: Train Loss:0.0020084, Val MRR:0.3614, ice00001 +2023-05-20 16:17:50,420 - ice00001 - [INFO] - [E:92| 400]: Train Loss:0.0020084, Val MRR:0.3614, ice00001 +2023-05-20 16:19:30,819 - ice00001 - [INFO] - [E:92| 500]: Train Loss:0.0020083, Val MRR:0.3614, ice00001 +2023-05-20 16:21:11,286 - ice00001 - [INFO] - [E:92| 600]: Train Loss:0.0020081, Val MRR:0.3614, ice00001 +2023-05-20 16:22:51,381 - ice00001 - [INFO] - [E:92| 700]: Train Loss:0.0020082, Val MRR:0.3614, ice00001 +2023-05-20 16:24:21,448 - ice00001 - [INFO] - [E:92| 800]: Train Loss:0.0020081, Val MRR:0.3614, ice00001 +2023-05-20 16:26:01,568 - ice00001 - [INFO] - [E:92| 900]: Train Loss:0.0020083, Val MRR:0.3614, ice00001 +2023-05-20 16:27:12,806 - ice00001 - [INFO] - [Epoch:92]: Training Loss:0.002009 + +2023-05-20 16:27:13,092 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 16:27:36,010 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 16:27:58,883 - ice00001 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.38907, Head : 0.33336, Avg : 0.36122 + +2023-05-20 16:27:58,883 - ice00001 - [INFO] - [Epoch 92]: Training Loss: 0.0020092, Valid MRR: 0.3614, + + + +2023-05-20 16:28:00,035 - ice00001 - [INFO] - [E:93| 0]: Train Loss:0.0020255, Val MRR:0.3614, ice00001 +2023-05-20 16:29:41,018 - ice00001 - [INFO] - [E:93| 100]: Train Loss:0.0020064, Val MRR:0.3614, ice00001 +2023-05-20 16:31:23,726 - ice00001 - [INFO] - [E:93| 200]: Train Loss:0.0020047, Val MRR:0.3614, ice00001 +2023-05-20 16:32:54,068 - ice00001 - [INFO] - [E:93| 300]: Train Loss:0.0020043, Val MRR:0.3614, ice00001 +2023-05-20 16:34:34,030 - ice00001 - [INFO] - [E:93| 400]: Train Loss:0.0020048, Val MRR:0.3614, ice00001 +2023-05-20 16:36:14,723 - ice00001 - [INFO] - [E:93| 500]: Train Loss:0.0020051, Val MRR:0.3614, ice00001 +2023-05-20 16:37:55,329 - ice00001 - [INFO] - [E:93| 600]: Train Loss:0.0020062, Val MRR:0.3614, ice00001 +2023-05-20 16:39:35,539 - ice00001 - [INFO] - [E:93| 700]: Train Loss:0.002006, Val MRR:0.3614, ice00001 +2023-05-20 16:41:16,469 - ice00001 - [INFO] - [E:93| 800]: Train Loss:0.0020065, Val MRR:0.3614, ice00001 +2023-05-20 16:42:46,271 - ice00001 - [INFO] - [E:93| 900]: Train Loss:0.0020071, Val MRR:0.3614, ice00001 +2023-05-20 16:43:56,031 - ice00001 - [INFO] - [Epoch:93]: Training Loss:0.002007 + +2023-05-20 16:43:56,301 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 16:44:18,695 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 16:44:40,868 - ice00001 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.38867, Head : 0.33338, Avg : 0.36102 + +2023-05-20 16:44:40,868 - ice00001 - [INFO] - [Epoch 93]: Training Loss: 0.002007, Valid MRR: 0.3614, + + + +2023-05-20 16:44:42,022 - ice00001 - [INFO] - [E:94| 0]: Train Loss:0.0020544, Val MRR:0.3614, ice00001 +2023-05-20 16:46:21,462 - ice00001 - [INFO] - [E:94| 100]: Train Loss:0.0020054, Val MRR:0.3614, ice00001 +2023-05-20 16:48:01,617 - ice00001 - [INFO] - [E:94| 200]: Train Loss:0.002004, Val MRR:0.3614, ice00001 +2023-05-20 16:49:41,669 - ice00001 - [INFO] - [E:94| 300]: Train Loss:0.0020045, Val MRR:0.3614, ice00001 +2023-05-20 16:51:12,348 - ice00001 - [INFO] - [E:94| 400]: Train Loss:0.002004, Val MRR:0.3614, ice00001 +2023-05-20 16:52:52,981 - ice00001 - [INFO] - [E:94| 500]: Train Loss:0.0020028, Val MRR:0.3614, ice00001 +2023-05-20 16:54:33,547 - ice00001 - [INFO] - [E:94| 600]: Train Loss:0.0020029, Val MRR:0.3614, ice00001 +2023-05-20 16:56:13,576 - ice00001 - [INFO] - [E:94| 700]: Train Loss:0.0020035, Val MRR:0.3614, ice00001 +2023-05-20 16:57:53,656 - ice00001 - [INFO] - [E:94| 800]: Train Loss:0.0020042, Val MRR:0.3614, ice00001 +2023-05-20 16:59:23,295 - ice00001 - [INFO] - [E:94| 900]: Train Loss:0.0020047, Val MRR:0.3614, ice00001 +2023-05-20 17:00:33,403 - ice00001 - [INFO] - [Epoch:94]: Training Loss:0.002005 + +2023-05-20 17:00:33,739 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 17:00:56,721 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 17:01:19,148 - ice00001 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.38922, Head : 0.33506, Avg : 0.36214 + +2023-05-20 17:01:20,649 - ice00001 - [INFO] - [Epoch 94]: Training Loss: 0.0020052, Valid MRR: 0.36214, + + + +2023-05-20 17:01:22,023 - ice00001 - [INFO] - [E:95| 0]: Train Loss:0.0020508, Val MRR:0.36214, ice00001 +2023-05-20 17:03:02,648 - ice00001 - [INFO] - [E:95| 100]: Train Loss:0.0020047, Val MRR:0.36214, ice00001 +2023-05-20 17:04:43,082 - ice00001 - [INFO] - [E:95| 200]: Train Loss:0.0020038, Val MRR:0.36214, ice00001 +2023-05-20 17:06:23,456 - ice00001 - [INFO] - [E:95| 300]: Train Loss:0.0020022, Val MRR:0.36214, ice00001 +2023-05-20 17:07:53,660 - ice00001 - [INFO] - [E:95| 400]: Train Loss:0.0020015, Val MRR:0.36214, ice00001 +2023-05-20 17:09:35,400 - ice00001 - [INFO] - [E:95| 500]: Train Loss:0.0020014, Val MRR:0.36214, ice00001 +2023-05-20 17:11:15,382 - ice00001 - [INFO] - [E:95| 600]: Train Loss:0.0020023, Val MRR:0.36214, ice00001 +2023-05-20 17:12:55,824 - ice00001 - [INFO] - [E:95| 700]: Train Loss:0.0020018, Val MRR:0.36214, ice00001 +2023-05-20 17:14:35,139 - ice00001 - [INFO] - [E:95| 800]: Train Loss:0.0020022, Val MRR:0.36214, ice00001 +2023-05-20 17:16:11,230 - ice00001 - [INFO] - [E:95| 900]: Train Loss:0.0020026, Val MRR:0.36214, ice00001 +2023-05-20 17:17:16,299 - ice00001 - [INFO] - [Epoch:95]: Training Loss:0.002003 + +2023-05-20 17:17:16,805 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 17:17:39,612 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 17:18:02,021 - ice00001 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.39082, Head : 0.33485, Avg : 0.36283 + +2023-05-20 17:18:03,358 - ice00001 - [INFO] - [Epoch 95]: Training Loss: 0.0020031, Valid MRR: 0.36283, + + + +2023-05-20 17:18:04,530 - ice00001 - [INFO] - [E:96| 0]: Train Loss:0.0020218, Val MRR:0.36283, ice00001 +2023-05-20 17:19:47,077 - ice00001 - [INFO] - [E:96| 100]: Train Loss:0.0019983, Val MRR:0.36283, ice00001 +2023-05-20 17:21:27,282 - ice00001 - [INFO] - [E:96| 200]: Train Loss:0.0020001, Val MRR:0.36283, ice00001 +2023-05-20 17:23:08,045 - ice00001 - [INFO] - [E:96| 300]: Train Loss:0.0020013, Val MRR:0.36283, ice00001 +2023-05-20 17:24:48,707 - ice00001 - [INFO] - [E:96| 400]: Train Loss:0.002001, Val MRR:0.36283, ice00001 +2023-05-20 17:26:18,649 - ice00001 - [INFO] - [E:96| 500]: Train Loss:0.0020008, Val MRR:0.36283, ice00001 +2023-05-20 17:27:58,286 - ice00001 - [INFO] - [E:96| 600]: Train Loss:0.0020001, Val MRR:0.36283, ice00001 +2023-05-20 17:29:37,037 - ice00001 - [INFO] - [E:96| 700]: Train Loss:0.002, Val MRR:0.36283, ice00001 +2023-05-20 17:31:17,009 - ice00001 - [INFO] - [E:96| 800]: Train Loss:0.0020001, Val MRR:0.36283, ice00001 +2023-05-20 17:32:56,778 - ice00001 - [INFO] - [E:96| 900]: Train Loss:0.0020005, Val MRR:0.36283, ice00001 +2023-05-20 17:33:57,412 - ice00001 - [INFO] - [Epoch:96]: Training Loss:0.002001 + +2023-05-20 17:33:57,668 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 17:34:20,546 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 17:34:43,125 - ice00001 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.39248, Head : 0.33732, Avg : 0.3649 + +2023-05-20 17:34:44,438 - ice00001 - [INFO] - [Epoch 96]: Training Loss: 0.0020009, Valid MRR: 0.3649, + + + +2023-05-20 17:34:45,310 - ice00001 - [INFO] - [E:97| 0]: Train Loss:0.0019881, Val MRR:0.3649, ice00001 +2023-05-20 17:36:27,032 - ice00001 - [INFO] - [E:97| 100]: Train Loss:0.0019942, Val MRR:0.3649, ice00001 +2023-05-20 17:38:08,108 - ice00001 - [INFO] - [E:97| 200]: Train Loss:0.0019953, Val MRR:0.3649, ice00001 +2023-05-20 17:39:49,312 - ice00001 - [INFO] - [E:97| 300]: Train Loss:0.0019978, Val MRR:0.3649, ice00001 +2023-05-20 17:41:30,650 - ice00001 - [INFO] - [E:97| 400]: Train Loss:0.0019965, Val MRR:0.3649, ice00001 +2023-05-20 17:43:00,229 - ice00001 - [INFO] - [E:97| 500]: Train Loss:0.0019972, Val MRR:0.3649, ice00001 +2023-05-20 17:44:40,573 - ice00001 - [INFO] - [E:97| 600]: Train Loss:0.0019979, Val MRR:0.3649, ice00001 +2023-05-20 17:46:21,539 - ice00001 - [INFO] - [E:97| 700]: Train Loss:0.0019984, Val MRR:0.3649, ice00001 +2023-05-20 17:48:03,087 - ice00001 - [INFO] - [E:97| 800]: Train Loss:0.0019985, Val MRR:0.3649, ice00001 +2023-05-20 17:49:43,919 - ice00001 - [INFO] - [E:97| 900]: Train Loss:0.0019991, Val MRR:0.3649, ice00001 +2023-05-20 17:50:55,124 - ice00001 - [INFO] - [Epoch:97]: Training Loss:0.001999 + +2023-05-20 17:50:55,379 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 17:51:10,336 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 17:51:29,364 - ice00001 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.3929, Head : 0.33626, Avg : 0.36458 + +2023-05-20 17:51:29,364 - ice00001 - [INFO] - [Epoch 97]: Training Loss: 0.001999, Valid MRR: 0.3649, + + + +2023-05-20 17:51:30,166 - ice00001 - [INFO] - [E:98| 0]: Train Loss:0.002013, Val MRR:0.3649, ice00001 +2023-05-20 17:53:10,766 - ice00001 - [INFO] - [E:98| 100]: Train Loss:0.0019961, Val MRR:0.3649, ice00001 +2023-05-20 17:54:51,631 - ice00001 - [INFO] - [E:98| 200]: Train Loss:0.0019986, Val MRR:0.3649, ice00001 +2023-05-20 17:56:31,866 - ice00001 - [INFO] - [E:98| 300]: Train Loss:0.0019982, Val MRR:0.3649, ice00001 +2023-05-20 17:58:11,653 - ice00001 - [INFO] - [E:98| 400]: Train Loss:0.0019977, Val MRR:0.3649, ice00001 +2023-05-20 17:59:46,953 - ice00001 - [INFO] - [E:98| 500]: Train Loss:0.0019962, Val MRR:0.3649, ice00001 +2023-05-20 18:01:23,286 - ice00001 - [INFO] - [E:98| 600]: Train Loss:0.0019963, Val MRR:0.3649, ice00001 +2023-05-20 18:03:04,002 - ice00001 - [INFO] - [E:98| 700]: Train Loss:0.0019956, Val MRR:0.3649, ice00001 +2023-05-20 18:04:44,719 - ice00001 - [INFO] - [E:98| 800]: Train Loss:0.0019958, Val MRR:0.3649, ice00001 +2023-05-20 18:06:25,350 - ice00001 - [INFO] - [E:98| 900]: Train Loss:0.0019971, Val MRR:0.3649, ice00001 +2023-05-20 18:07:39,290 - ice00001 - [INFO] - [Epoch:98]: Training Loss:0.001997 + +2023-05-20 18:07:39,679 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 18:08:02,443 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 18:08:25,074 - ice00001 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.39202, Head : 0.33806, Avg : 0.36504 + +2023-05-20 18:08:26,423 - ice00001 - [INFO] - [Epoch 98]: Training Loss: 0.001997, Valid MRR: 0.36504, + + + +2023-05-20 18:08:27,814 - ice00001 - [INFO] - [E:99| 0]: Train Loss:0.0019736, Val MRR:0.36504, ice00001 +2023-05-20 18:09:57,766 - ice00001 - [INFO] - [E:99| 100]: Train Loss:0.0019878, Val MRR:0.36504, ice00001 +2023-05-20 18:11:36,761 - ice00001 - [INFO] - [E:99| 200]: Train Loss:0.0019912, Val MRR:0.36504, ice00001 +2023-05-20 18:13:16,658 - ice00001 - [INFO] - [E:99| 300]: Train Loss:0.0019913, Val MRR:0.36504, ice00001 +2023-05-20 18:14:57,666 - ice00001 - [INFO] - [E:99| 400]: Train Loss:0.0019931, Val MRR:0.36504, ice00001 +2023-05-20 18:16:39,358 - ice00001 - [INFO] - [E:99| 500]: Train Loss:0.0019943, Val MRR:0.36504, ice00001 +2023-05-20 18:18:10,152 - ice00001 - [INFO] - [E:99| 600]: Train Loss:0.0019939, Val MRR:0.36504, ice00001 +2023-05-20 18:19:50,678 - ice00001 - [INFO] - [E:99| 700]: Train Loss:0.001994, Val MRR:0.36504, ice00001 +2023-05-20 18:21:30,921 - ice00001 - [INFO] - [E:99| 800]: Train Loss:0.0019944, Val MRR:0.36504, ice00001 +2023-05-20 18:23:10,792 - ice00001 - [INFO] - [E:99| 900]: Train Loss:0.0019952, Val MRR:0.36504, ice00001 +2023-05-20 18:24:21,475 - ice00001 - [INFO] - [Epoch:99]: Training Loss:0.001995 + +2023-05-20 18:24:21,812 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 18:24:44,626 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 18:25:07,208 - ice00001 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.39161, Head : 0.33771, Avg : 0.36466 + MR: Tail : 217.28, Head : 255.28, Avg : 236.28 + Hit-1: Tail : 0.29203, Head : 0.23959, Avg : 0.26581 + Hit-3: Tail : 0.43682, Head : 0.37832, Avg : 0.40757 + Hit-10: Tail : 0.58466, Head : 0.53077, Avg : 0.55771 +2023-05-20 18:25:07,208 - ice00001 - [INFO] - [Epoch 99]: Training Loss: 0.0019951, Valid MRR: 0.36504, + + + +2023-05-20 18:25:08,220 - ice00001 - [INFO] - [E:100| 0]: Train Loss:0.0019571, Val MRR:0.36504, ice00001 +2023-05-20 18:26:37,347 - ice00001 - [INFO] - [E:100| 100]: Train Loss:0.0019945, Val MRR:0.36504, ice00001 +2023-05-20 18:28:18,082 - ice00001 - [INFO] - [E:100| 200]: Train Loss:0.0019933, Val MRR:0.36504, ice00001 +2023-05-20 18:29:58,511 - ice00001 - [INFO] - [E:100| 300]: Train Loss:0.0019925, Val MRR:0.36504, ice00001 +2023-05-20 18:31:38,806 - ice00001 - [INFO] - [E:100| 400]: Train Loss:0.0019919, Val MRR:0.36504, ice00001 +2023-05-20 18:33:18,641 - ice00001 - [INFO] - [E:100| 500]: Train Loss:0.0019924, Val MRR:0.36504, ice00001 +2023-05-20 18:34:50,725 - ice00001 - [INFO] - [E:100| 600]: Train Loss:0.0019918, Val MRR:0.36504, ice00001 +2023-05-20 18:36:29,508 - ice00001 - [INFO] - [E:100| 700]: Train Loss:0.0019923, Val MRR:0.36504, ice00001 +2023-05-20 18:38:10,313 - ice00001 - [INFO] - [E:100| 800]: Train Loss:0.0019931, Val MRR:0.36504, ice00001 +2023-05-20 18:39:50,591 - ice00001 - [INFO] - [E:100| 900]: Train Loss:0.0019929, Val MRR:0.36504, ice00001 +2023-05-20 18:41:00,591 - ice00001 - [INFO] - [Epoch:100]: Training Loss:0.001993 + +2023-05-20 18:41:00,979 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 18:41:23,764 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 18:41:46,052 - ice00001 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.39352, Head : 0.33761, Avg : 0.36557 + +2023-05-20 18:41:47,376 - ice00001 - [INFO] - [Epoch 100]: Training Loss: 0.0019934, Valid MRR: 0.36557, + + + +2023-05-20 18:41:48,313 - ice00001 - [INFO] - [E:101| 0]: Train Loss:0.0020646, Val MRR:0.36557, ice00001 +2023-05-20 18:43:23,701 - ice00001 - [INFO] - [E:101| 100]: Train Loss:0.0019884, Val MRR:0.36557, ice00001 +2023-05-20 18:44:59,153 - ice00001 - [INFO] - [E:101| 200]: Train Loss:0.0019901, Val MRR:0.36557, ice00001 +2023-05-20 18:46:39,676 - ice00001 - [INFO] - [E:101| 300]: Train Loss:0.0019909, Val MRR:0.36557, ice00001 +2023-05-20 18:48:20,079 - ice00001 - [INFO] - [E:101| 400]: Train Loss:0.00199, Val MRR:0.36557, ice00001 +2023-05-20 18:50:00,199 - ice00001 - [INFO] - [E:101| 500]: Train Loss:0.0019905, Val MRR:0.36557, ice00001 +2023-05-20 18:51:40,682 - ice00001 - [INFO] - [E:101| 600]: Train Loss:0.0019899, Val MRR:0.36557, ice00001 +2023-05-20 18:53:11,181 - ice00001 - [INFO] - [E:101| 700]: Train Loss:0.0019894, Val MRR:0.36557, ice00001 +2023-05-20 18:54:51,055 - ice00001 - [INFO] - [E:101| 800]: Train Loss:0.0019905, Val MRR:0.36557, ice00001 +2023-05-20 18:56:33,918 - ice00001 - [INFO] - [E:101| 900]: Train Loss:0.0019911, Val MRR:0.36557, ice00001 +2023-05-20 18:57:44,788 - ice00001 - [INFO] - [Epoch:101]: Training Loss:0.001992 + +2023-05-20 18:57:45,092 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 18:58:08,048 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 18:58:30,685 - ice00001 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.39328, Head : 0.33934, Avg : 0.36631 + +2023-05-20 18:58:32,027 - ice00001 - [INFO] - [Epoch 101]: Training Loss: 0.0019917, Valid MRR: 0.36631, + + + +2023-05-20 18:58:33,202 - ice00001 - [INFO] - [E:102| 0]: Train Loss:0.0020348, Val MRR:0.36631, ice00001 +2023-05-20 19:00:13,812 - ice00001 - [INFO] - [E:102| 100]: Train Loss:0.0019845, Val MRR:0.36631, ice00001 +2023-05-20 19:01:44,567 - ice00001 - [INFO] - [E:102| 200]: Train Loss:0.001985, Val MRR:0.36631, ice00001 +2023-05-20 19:03:25,319 - ice00001 - [INFO] - [E:102| 300]: Train Loss:0.001985, Val MRR:0.36631, ice00001 +2023-05-20 19:05:06,384 - ice00001 - [INFO] - [E:102| 400]: Train Loss:0.0019856, Val MRR:0.36631, ice00001 +2023-05-20 19:06:47,157 - ice00001 - [INFO] - [E:102| 500]: Train Loss:0.0019883, Val MRR:0.36631, ice00001 +2023-05-20 19:08:26,797 - ice00001 - [INFO] - [E:102| 600]: Train Loss:0.0019882, Val MRR:0.36631, ice00001 +2023-05-20 19:09:56,106 - ice00001 - [INFO] - [E:102| 700]: Train Loss:0.001989, Val MRR:0.36631, ice00001 +2023-05-20 19:11:36,772 - ice00001 - [INFO] - [E:102| 800]: Train Loss:0.0019893, Val MRR:0.36631, ice00001 +2023-05-20 19:13:17,315 - ice00001 - [INFO] - [E:102| 900]: Train Loss:0.0019892, Val MRR:0.36631, ice00001 +2023-05-20 19:14:28,573 - ice00001 - [INFO] - [Epoch:102]: Training Loss:0.00199 + +2023-05-20 19:14:28,869 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 19:14:52,674 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 19:15:15,300 - ice00001 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.39385, Head : 0.3388, Avg : 0.36632 + +2023-05-20 19:15:16,633 - ice00001 - [INFO] - [Epoch 102]: Training Loss: 0.0019898, Valid MRR: 0.36632, + + + +2023-05-20 19:15:17,800 - ice00001 - [INFO] - [E:103| 0]: Train Loss:0.0019961, Val MRR:0.36632, ice00001 +2023-05-20 19:16:58,818 - ice00001 - [INFO] - [E:103| 100]: Train Loss:0.001982, Val MRR:0.36632, ice00001 +2023-05-20 19:18:31,967 - ice00001 - [INFO] - [E:103| 200]: Train Loss:0.0019836, Val MRR:0.36632, ice00001 +2023-05-20 19:20:10,171 - ice00001 - [INFO] - [E:103| 300]: Train Loss:0.0019828, Val MRR:0.36632, ice00001 +2023-05-20 19:21:51,012 - ice00001 - [INFO] - [E:103| 400]: Train Loss:0.0019854, Val MRR:0.36632, ice00001 +2023-05-20 19:23:31,163 - ice00001 - [INFO] - [E:103| 500]: Train Loss:0.0019868, Val MRR:0.36632, ice00001 +2023-05-20 19:25:11,096 - ice00001 - [INFO] - [E:103| 600]: Train Loss:0.0019868, Val MRR:0.36632, ice00001 +2023-05-20 19:26:51,795 - ice00001 - [INFO] - [E:103| 700]: Train Loss:0.0019868, Val MRR:0.36632, ice00001 +2023-05-20 19:28:22,086 - ice00001 - [INFO] - [E:103| 800]: Train Loss:0.0019877, Val MRR:0.36632, ice00001 +2023-05-20 19:30:02,769 - ice00001 - [INFO] - [E:103| 900]: Train Loss:0.0019872, Val MRR:0.36632, ice00001 +2023-05-20 19:31:13,659 - ice00001 - [INFO] - [Epoch:103]: Training Loss:0.001988 + +2023-05-20 19:31:14,045 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 19:31:36,903 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 19:31:59,316 - ice00001 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.39449, Head : 0.34048, Avg : 0.36749 + +2023-05-20 19:32:03,526 - ice00001 - [INFO] - [Epoch 103]: Training Loss: 0.0019876, Valid MRR: 0.36749, + + + +2023-05-20 19:32:04,912 - ice00001 - [INFO] - [E:104| 0]: Train Loss:0.0019784, Val MRR:0.36749, ice00001 +2023-05-20 19:33:45,797 - ice00001 - [INFO] - [E:104| 100]: Train Loss:0.001979, Val MRR:0.36749, ice00001 +2023-05-20 19:35:27,128 - ice00001 - [INFO] - [E:104| 200]: Train Loss:0.0019815, Val MRR:0.36749, ice00001 +2023-05-20 19:36:57,341 - ice00001 - [INFO] - [E:104| 300]: Train Loss:0.0019837, Val MRR:0.36749, ice00001 +2023-05-20 19:38:37,049 - ice00001 - [INFO] - [E:104| 400]: Train Loss:0.0019844, Val MRR:0.36749, ice00001 +2023-05-20 19:40:17,042 - ice00001 - [INFO] - [E:104| 500]: Train Loss:0.0019844, Val MRR:0.36749, ice00001 +2023-05-20 19:41:57,779 - ice00001 - [INFO] - [E:104| 600]: Train Loss:0.0019862, Val MRR:0.36749, ice00001 +2023-05-20 19:43:41,114 - ice00001 - [INFO] - [E:104| 700]: Train Loss:0.0019866, Val MRR:0.36749, ice00001 +2023-05-20 19:45:11,442 - ice00001 - [INFO] - [E:104| 800]: Train Loss:0.0019874, Val MRR:0.36749, ice00001 +2023-05-20 19:46:52,172 - ice00001 - [INFO] - [E:104| 900]: Train Loss:0.0019874, Val MRR:0.36749, ice00001 +2023-05-20 19:48:03,097 - ice00001 - [INFO] - [Epoch:104]: Training Loss:0.001986 + +2023-05-20 19:48:03,490 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 19:48:26,548 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 19:48:49,069 - ice00001 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.39554, Head : 0.34162, Avg : 0.36858 + +2023-05-20 19:48:50,539 - ice00001 - [INFO] - [Epoch 104]: Training Loss: 0.0019863, Valid MRR: 0.36858, + + + +2023-05-20 19:48:51,492 - ice00001 - [INFO] - [E:105| 0]: Train Loss:0.0019671, Val MRR:0.36858, ice00001 +2023-05-20 19:50:32,190 - ice00001 - [INFO] - [E:105| 100]: Train Loss:0.0019797, Val MRR:0.36858, ice00001 +2023-05-20 19:52:11,675 - ice00001 - [INFO] - [E:105| 200]: Train Loss:0.0019827, Val MRR:0.36858, ice00001 +2023-05-20 19:53:40,927 - ice00001 - [INFO] - [E:105| 300]: Train Loss:0.0019834, Val MRR:0.36858, ice00001 +2023-05-20 19:55:21,822 - ice00001 - [INFO] - [E:105| 400]: Train Loss:0.0019828, Val MRR:0.36858, ice00001 +2023-05-20 19:57:02,732 - ice00001 - [INFO] - [E:105| 500]: Train Loss:0.0019835, Val MRR:0.36858, ice00001 +2023-05-20 19:58:43,373 - ice00001 - [INFO] - [E:105| 600]: Train Loss:0.0019835, Val MRR:0.36858, ice00001 +2023-05-20 20:00:24,096 - ice00001 - [INFO] - [E:105| 700]: Train Loss:0.0019833, Val MRR:0.36858, ice00001 +2023-05-20 20:02:04,052 - ice00001 - [INFO] - [E:105| 800]: Train Loss:0.0019829, Val MRR:0.36858, ice00001 +2023-05-20 20:03:34,996 - ice00001 - [INFO] - [E:105| 900]: Train Loss:0.0019836, Val MRR:0.36858, ice00001 +2023-05-20 20:04:46,041 - ice00001 - [INFO] - [Epoch:105]: Training Loss:0.001984 + +2023-05-20 20:04:46,296 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 20:05:09,363 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 20:05:31,726 - ice00001 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.39433, Head : 0.34154, Avg : 0.36794 + +2023-05-20 20:05:31,726 - ice00001 - [INFO] - [Epoch 105]: Training Loss: 0.0019838, Valid MRR: 0.36858, + + + +2023-05-20 20:05:32,901 - ice00001 - [INFO] - [E:106| 0]: Train Loss:0.0020148, Val MRR:0.36858, ice00001 +2023-05-20 20:07:12,879 - ice00001 - [INFO] - [E:106| 100]: Train Loss:0.0019752, Val MRR:0.36858, ice00001 +2023-05-20 20:08:53,192 - ice00001 - [INFO] - [E:106| 200]: Train Loss:0.0019812, Val MRR:0.36858, ice00001 +2023-05-20 20:10:34,523 - ice00001 - [INFO] - [E:106| 300]: Train Loss:0.0019801, Val MRR:0.36858, ice00001 +2023-05-20 20:12:05,595 - ice00001 - [INFO] - [E:106| 400]: Train Loss:0.0019815, Val MRR:0.36858, ice00001 +2023-05-20 20:13:47,203 - ice00001 - [INFO] - [E:106| 500]: Train Loss:0.0019811, Val MRR:0.36858, ice00001 +2023-05-20 20:15:28,261 - ice00001 - [INFO] - [E:106| 600]: Train Loss:0.0019821, Val MRR:0.36858, ice00001 +2023-05-20 20:17:08,730 - ice00001 - [INFO] - [E:106| 700]: Train Loss:0.0019818, Val MRR:0.36858, ice00001 +2023-05-20 20:18:49,048 - ice00001 - [INFO] - [E:106| 800]: Train Loss:0.001982, Val MRR:0.36858, ice00001 +2023-05-20 20:20:19,002 - ice00001 - [INFO] - [E:106| 900]: Train Loss:0.0019822, Val MRR:0.36858, ice00001 +2023-05-20 20:21:29,215 - ice00001 - [INFO] - [Epoch:106]: Training Loss:0.001983 + +2023-05-20 20:21:29,555 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 20:21:52,543 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 20:22:14,540 - ice00001 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.39575, Head : 0.33985, Avg : 0.3678 + +2023-05-20 20:22:14,540 - ice00001 - [INFO] - [Epoch 106]: Training Loss: 0.0019825, Valid MRR: 0.36858, + + + +2023-05-20 20:22:15,719 - ice00001 - [INFO] - [E:107| 0]: Train Loss:0.00205, Val MRR:0.36858, ice00001 +2023-05-20 20:23:56,821 - ice00001 - [INFO] - [E:107| 100]: Train Loss:0.0019715, Val MRR:0.36858, ice00001 +2023-05-20 20:25:38,366 - ice00001 - [INFO] - [E:107| 200]: Train Loss:0.0019745, Val MRR:0.36858, ice00001 +2023-05-20 20:27:19,204 - ice00001 - [INFO] - [E:107| 300]: Train Loss:0.0019762, Val MRR:0.36858, ice00001 +2023-05-20 20:28:49,529 - ice00001 - [INFO] - [E:107| 400]: Train Loss:0.0019766, Val MRR:0.36858, ice00001 +2023-05-20 20:30:30,121 - ice00001 - [INFO] - [E:107| 500]: Train Loss:0.0019785, Val MRR:0.36858, ice00001 +2023-05-20 20:32:13,682 - ice00001 - [INFO] - [E:107| 600]: Train Loss:0.0019784, Val MRR:0.36858, ice00001 +2023-05-20 20:33:55,177 - ice00001 - [INFO] - [E:107| 700]: Train Loss:0.0019781, Val MRR:0.36858, ice00001 +2023-05-20 20:35:35,933 - ice00001 - [INFO] - [E:107| 800]: Train Loss:0.0019792, Val MRR:0.36858, ice00001 +2023-05-20 20:37:11,707 - ice00001 - [INFO] - [E:107| 900]: Train Loss:0.00198, Val MRR:0.36858, ice00001 +2023-05-20 20:38:15,957 - ice00001 - [INFO] - [Epoch:107]: Training Loss:0.001981 + +2023-05-20 20:38:16,339 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 20:38:39,256 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 20:39:01,987 - ice00001 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.39473, Head : 0.34459, Avg : 0.36966 + +2023-05-20 20:39:03,523 - ice00001 - [INFO] - [Epoch 107]: Training Loss: 0.0019806, Valid MRR: 0.36966, + + + +2023-05-20 20:39:04,808 - ice00001 - [INFO] - [E:108| 0]: Train Loss:0.0020267, Val MRR:0.36966, ice00001 +2023-05-20 20:40:45,591 - ice00001 - [INFO] - [E:108| 100]: Train Loss:0.0019775, Val MRR:0.36966, ice00001 +2023-05-20 20:42:27,033 - ice00001 - [INFO] - [E:108| 200]: Train Loss:0.0019771, Val MRR:0.36966, ice00001 +2023-05-20 20:44:07,685 - ice00001 - [INFO] - [E:108| 300]: Train Loss:0.0019776, Val MRR:0.36966, ice00001 +2023-05-20 20:45:48,364 - ice00001 - [INFO] - [E:108| 400]: Train Loss:0.0019782, Val MRR:0.36966, ice00001 +2023-05-20 20:47:18,350 - ice00001 - [INFO] - [E:108| 500]: Train Loss:0.0019779, Val MRR:0.36966, ice00001 +2023-05-20 20:48:58,932 - ice00001 - [INFO] - [E:108| 600]: Train Loss:0.0019782, Val MRR:0.36966, ice00001 +2023-05-20 20:50:37,948 - ice00001 - [INFO] - [E:108| 700]: Train Loss:0.0019793, Val MRR:0.36966, ice00001 +2023-05-20 20:52:18,240 - ice00001 - [INFO] - [E:108| 800]: Train Loss:0.0019786, Val MRR:0.36966, ice00001 +2023-05-20 20:53:58,480 - ice00001 - [INFO] - [E:108| 900]: Train Loss:0.0019787, Val MRR:0.36966, ice00001 +2023-05-20 20:54:59,113 - ice00001 - [INFO] - [Epoch:108]: Training Loss:0.001979 + +2023-05-20 20:54:59,368 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 20:55:22,170 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 20:55:45,148 - ice00001 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.39689, Head : 0.34242, Avg : 0.36965 + +2023-05-20 20:55:45,148 - ice00001 - [INFO] - [Epoch 108]: Training Loss: 0.0019791, Valid MRR: 0.36966, + + + +2023-05-20 20:55:46,355 - ice00001 - [INFO] - [E:109| 0]: Train Loss:0.0019609, Val MRR:0.36966, ice00001 +2023-05-20 20:57:27,314 - ice00001 - [INFO] - [E:109| 100]: Train Loss:0.0019712, Val MRR:0.36966, ice00001 +2023-05-20 20:59:08,714 - ice00001 - [INFO] - [E:109| 200]: Train Loss:0.0019708, Val MRR:0.36966, ice00001 +2023-05-20 21:00:49,460 - ice00001 - [INFO] - [E:109| 300]: Train Loss:0.0019744, Val MRR:0.36966, ice00001 +2023-05-20 21:02:30,826 - ice00001 - [INFO] - [E:109| 400]: Train Loss:0.0019739, Val MRR:0.36966, ice00001 +2023-05-20 21:04:01,073 - ice00001 - [INFO] - [E:109| 500]: Train Loss:0.0019759, Val MRR:0.36966, ice00001 +2023-05-20 21:05:40,683 - ice00001 - [INFO] - [E:109| 600]: Train Loss:0.0019757, Val MRR:0.36966, ice00001 +2023-05-20 21:07:21,486 - ice00001 - [INFO] - [E:109| 700]: Train Loss:0.0019759, Val MRR:0.36966, ice00001 +2023-05-20 21:09:02,140 - ice00001 - [INFO] - [E:109| 800]: Train Loss:0.0019765, Val MRR:0.36966, ice00001 +2023-05-20 21:10:42,945 - ice00001 - [INFO] - [E:109| 900]: Train Loss:0.0019769, Val MRR:0.36966, ice00001 +2023-05-20 21:11:53,499 - ice00001 - [INFO] - [Epoch:109]: Training Loss:0.001977 + +2023-05-20 21:11:53,755 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 21:12:10,978 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 21:12:27,825 - ice00001 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.39643, Head : 0.34156, Avg : 0.36899 + MR: Tail : 212.24, Head : 253.25, Avg : 232.74 + Hit-1: Tail : 0.29591, Head : 0.24202, Avg : 0.26896 + Hit-3: Tail : 0.44229, Head : 0.38488, Avg : 0.41358 + Hit-10: Tail : 0.59133, Head : 0.53477, Avg : 0.56305 +2023-05-20 21:12:27,825 - ice00001 - [INFO] - [Epoch 109]: Training Loss: 0.0019771, Valid MRR: 0.36966, + + + +2023-05-20 21:12:28,664 - ice00001 - [INFO] - [E:110| 0]: Train Loss:0.0019614, Val MRR:0.36966, ice00001 +2023-05-20 21:14:09,040 - ice00001 - [INFO] - [E:110| 100]: Train Loss:0.0019698, Val MRR:0.36966, ice00001 +2023-05-20 21:15:48,950 - ice00001 - [INFO] - [E:110| 200]: Train Loss:0.00197, Val MRR:0.36966, ice00001 +2023-05-20 21:17:29,036 - ice00001 - [INFO] - [E:110| 300]: Train Loss:0.0019707, Val MRR:0.36966, ice00001 +2023-05-20 21:19:08,703 - ice00001 - [INFO] - [E:110| 400]: Train Loss:0.0019728, Val MRR:0.36966, ice00001 +2023-05-20 21:20:51,358 - ice00001 - [INFO] - [E:110| 500]: Train Loss:0.0019737, Val MRR:0.36966, ice00001 +2023-05-20 21:22:22,690 - ice00001 - [INFO] - [E:110| 600]: Train Loss:0.0019742, Val MRR:0.36966, ice00001 +2023-05-20 21:24:03,965 - ice00001 - [INFO] - [E:110| 700]: Train Loss:0.0019738, Val MRR:0.36966, ice00001 +2023-05-20 21:25:44,210 - ice00001 - [INFO] - [E:110| 800]: Train Loss:0.0019745, Val MRR:0.36966, ice00001 +2023-05-20 21:27:25,027 - ice00001 - [INFO] - [E:110| 900]: Train Loss:0.0019752, Val MRR:0.36966, ice00001 +2023-05-20 21:28:35,697 - ice00001 - [INFO] - [Epoch:110]: Training Loss:0.001975 + +2023-05-20 21:28:35,951 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 21:28:58,922 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 21:29:21,435 - ice00001 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.3974, Head : 0.34341, Avg : 0.37041 + +2023-05-20 21:29:22,776 - ice00001 - [INFO] - [Epoch 110]: Training Loss: 0.001975, Valid MRR: 0.37041, + + + +2023-05-20 21:29:23,690 - ice00001 - [INFO] - [E:111| 0]: Train Loss:0.0019514, Val MRR:0.37041, ice00001 +2023-05-20 21:30:54,581 - ice00001 - [INFO] - [E:111| 100]: Train Loss:0.0019729, Val MRR:0.37041, ice00001 +2023-05-20 21:32:35,273 - ice00001 - [INFO] - [E:111| 200]: Train Loss:0.0019734, Val MRR:0.37041, ice00001 +2023-05-20 21:34:14,654 - ice00001 - [INFO] - [E:111| 300]: Train Loss:0.0019735, Val MRR:0.37041, ice00001 +2023-05-20 21:35:54,928 - ice00001 - [INFO] - [E:111| 400]: Train Loss:0.0019725, Val MRR:0.37041, ice00001 +2023-05-20 21:37:35,325 - ice00001 - [INFO] - [E:111| 500]: Train Loss:0.0019735, Val MRR:0.37041, ice00001 +2023-05-20 21:39:06,009 - ice00001 - [INFO] - [E:111| 600]: Train Loss:0.001973, Val MRR:0.37041, ice00001 +2023-05-20 21:40:46,642 - ice00001 - [INFO] - [E:111| 700]: Train Loss:0.0019726, Val MRR:0.37041, ice00001 +2023-05-20 21:42:26,825 - ice00001 - [INFO] - [E:111| 800]: Train Loss:0.0019728, Val MRR:0.37041, ice00001 +2023-05-20 21:44:07,373 - ice00001 - [INFO] - [E:111| 900]: Train Loss:0.001973, Val MRR:0.37041, ice00001 +2023-05-20 21:45:17,940 - ice00001 - [INFO] - [Epoch:111]: Training Loss:0.001974 + +2023-05-20 21:45:18,325 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 21:45:41,077 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 21:46:03,597 - ice00001 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.39919, Head : 0.34578, Avg : 0.37249 + +2023-05-20 21:46:04,948 - ice00001 - [INFO] - [Epoch 111]: Training Loss: 0.0019735, Valid MRR: 0.37249, + + + +2023-05-20 21:46:06,174 - ice00001 - [INFO] - [E:112| 0]: Train Loss:0.0019313, Val MRR:0.37249, ice00001 +2023-05-20 21:47:36,197 - ice00001 - [INFO] - [E:112| 100]: Train Loss:0.001968, Val MRR:0.37249, ice00001 +2023-05-20 21:49:15,134 - ice00001 - [INFO] - [E:112| 200]: Train Loss:0.0019698, Val MRR:0.37249, ice00001 +2023-05-20 21:50:55,569 - ice00001 - [INFO] - [E:112| 300]: Train Loss:0.0019724, Val MRR:0.37249, ice00001 +2023-05-20 21:52:36,348 - ice00001 - [INFO] - [E:112| 400]: Train Loss:0.001974, Val MRR:0.37249, ice00001 +2023-05-20 21:54:17,209 - ice00001 - [INFO] - [E:112| 500]: Train Loss:0.0019729, Val MRR:0.37249, ice00001 +2023-05-20 21:55:50,949 - ice00001 - [INFO] - [E:112| 600]: Train Loss:0.0019721, Val MRR:0.37249, ice00001 +2023-05-20 21:57:28,485 - ice00001 - [INFO] - [E:112| 700]: Train Loss:0.001972, Val MRR:0.37249, ice00001 +2023-05-20 21:59:10,132 - ice00001 - [INFO] - [E:112| 800]: Train Loss:0.0019717, Val MRR:0.37249, ice00001 +2023-05-20 22:00:51,284 - ice00001 - [INFO] - [E:112| 900]: Train Loss:0.0019719, Val MRR:0.37249, ice00001 +2023-05-20 22:02:01,401 - ice00001 - [INFO] - [Epoch:112]: Training Loss:0.001972 + +2023-05-20 22:02:01,800 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 22:02:24,131 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 22:02:46,563 - ice00001 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.39864, Head : 0.34575, Avg : 0.3722 + +2023-05-20 22:02:46,563 - ice00001 - [INFO] - [Epoch 112]: Training Loss: 0.0019718, Valid MRR: 0.37249, + + + +2023-05-20 22:02:47,719 - ice00001 - [INFO] - [E:113| 0]: Train Loss:0.001918, Val MRR:0.37249, ice00001 +2023-05-20 22:04:25,367 - ice00001 - [INFO] - [E:113| 100]: Train Loss:0.0019665, Val MRR:0.37249, ice00001 +2023-05-20 22:05:59,089 - ice00001 - [INFO] - [E:113| 200]: Train Loss:0.0019648, Val MRR:0.37249, ice00001 +2023-05-20 22:07:39,905 - ice00001 - [INFO] - [E:113| 300]: Train Loss:0.0019667, Val MRR:0.37249, ice00001 +2023-05-20 22:09:22,957 - ice00001 - [INFO] - [E:113| 400]: Train Loss:0.0019683, Val MRR:0.37249, ice00001 +2023-05-20 22:11:03,541 - ice00001 - [INFO] - [E:113| 500]: Train Loss:0.0019688, Val MRR:0.37249, ice00001 +2023-05-20 22:12:43,905 - ice00001 - [INFO] - [E:113| 600]: Train Loss:0.0019685, Val MRR:0.37249, ice00001 +2023-05-20 22:14:14,318 - ice00001 - [INFO] - [E:113| 700]: Train Loss:0.0019697, Val MRR:0.37249, ice00001 +2023-05-20 22:15:54,754 - ice00001 - [INFO] - [E:113| 800]: Train Loss:0.0019699, Val MRR:0.37249, ice00001 +2023-05-20 22:17:34,776 - ice00001 - [INFO] - [E:113| 900]: Train Loss:0.0019703, Val MRR:0.37249, ice00001 +2023-05-20 22:18:45,772 - ice00001 - [INFO] - [Epoch:113]: Training Loss:0.00197 + +2023-05-20 22:18:46,050 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 22:19:09,507 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 22:19:32,293 - ice00001 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.39805, Head : 0.34643, Avg : 0.37224 + +2023-05-20 22:19:32,293 - ice00001 - [INFO] - [Epoch 113]: Training Loss: 0.0019704, Valid MRR: 0.37249, + + + +2023-05-20 22:19:33,462 - ice00001 - [INFO] - [E:114| 0]: Train Loss:0.0019951, Val MRR:0.37249, ice00001 +2023-05-20 22:21:14,909 - ice00001 - [INFO] - [E:114| 100]: Train Loss:0.0019701, Val MRR:0.37249, ice00001 +2023-05-20 22:22:45,943 - ice00001 - [INFO] - [E:114| 200]: Train Loss:0.0019664, Val MRR:0.37249, ice00001 +2023-05-20 22:24:27,226 - ice00001 - [INFO] - [E:114| 300]: Train Loss:0.001967, Val MRR:0.37249, ice00001 +2023-05-20 22:26:08,235 - ice00001 - [INFO] - [E:114| 400]: Train Loss:0.0019666, Val MRR:0.37249, ice00001 +2023-05-20 22:27:49,598 - ice00001 - [INFO] - [E:114| 500]: Train Loss:0.0019672, Val MRR:0.37249, ice00001 +2023-05-20 22:29:31,065 - ice00001 - [INFO] - [E:114| 600]: Train Loss:0.0019675, Val MRR:0.37249, ice00001 +2023-05-20 22:31:00,973 - ice00001 - [INFO] - [E:114| 700]: Train Loss:0.0019682, Val MRR:0.37249, ice00001 +2023-05-20 22:32:40,329 - ice00001 - [INFO] - [E:114| 800]: Train Loss:0.0019683, Val MRR:0.37249, ice00001 +2023-05-20 22:34:21,105 - ice00001 - [INFO] - [E:114| 900]: Train Loss:0.0019683, Val MRR:0.37249, ice00001 +2023-05-20 22:35:32,072 - ice00001 - [INFO] - [Epoch:114]: Training Loss:0.001969 + +2023-05-20 22:35:32,380 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 22:35:55,325 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 22:36:17,508 - ice00001 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.39593, Head : 0.34699, Avg : 0.37146 + +2023-05-20 22:36:17,508 - ice00001 - [INFO] - [Epoch 114]: Training Loss: 0.0019686, Valid MRR: 0.37249, + + + +2023-05-20 22:36:18,518 - ice00001 - [INFO] - [E:115| 0]: Train Loss:0.0019534, Val MRR:0.37249, ice00001 +2023-05-20 22:37:59,196 - ice00001 - [INFO] - [E:115| 100]: Train Loss:0.0019643, Val MRR:0.37249, ice00001 +2023-05-20 22:39:35,134 - ice00001 - [INFO] - [E:115| 200]: Train Loss:0.0019669, Val MRR:0.37249, ice00001 +2023-05-20 22:41:11,566 - ice00001 - [INFO] - [E:115| 300]: Train Loss:0.001966, Val MRR:0.37249, ice00001 +2023-05-20 22:42:53,206 - ice00001 - [INFO] - [E:115| 400]: Train Loss:0.0019645, Val MRR:0.37249, ice00001 +2023-05-20 22:44:34,555 - ice00001 - [INFO] - [E:115| 500]: Train Loss:0.001966, Val MRR:0.37249, ice00001 +2023-05-20 22:46:14,430 - ice00001 - [INFO] - [E:115| 600]: Train Loss:0.0019665, Val MRR:0.37249, ice00001 +2023-05-20 22:47:55,717 - ice00001 - [INFO] - [E:115| 700]: Train Loss:0.0019667, Val MRR:0.37249, ice00001 +2023-05-20 22:49:26,568 - ice00001 - [INFO] - [E:115| 800]: Train Loss:0.0019668, Val MRR:0.37249, ice00001 +2023-05-20 22:51:07,249 - ice00001 - [INFO] - [E:115| 900]: Train Loss:0.0019676, Val MRR:0.37249, ice00001 +2023-05-20 22:52:17,815 - ice00001 - [INFO] - [Epoch:115]: Training Loss:0.001967 + +2023-05-20 22:52:18,151 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 22:52:41,256 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 22:53:03,848 - ice00001 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.39831, Head : 0.34648, Avg : 0.37239 + +2023-05-20 22:53:03,848 - ice00001 - [INFO] - [Epoch 115]: Training Loss: 0.0019673, Valid MRR: 0.37249, + + + +2023-05-20 22:53:04,804 - ice00001 - [INFO] - [E:116| 0]: Train Loss:0.0019887, Val MRR:0.37249, ice00001 +2023-05-20 22:54:45,499 - ice00001 - [INFO] - [E:116| 100]: Train Loss:0.001965, Val MRR:0.37249, ice00001 +2023-05-20 22:56:26,520 - ice00001 - [INFO] - [E:116| 200]: Train Loss:0.0019639, Val MRR:0.37249, ice00001 +2023-05-20 22:57:59,751 - ice00001 - [INFO] - [E:116| 300]: Train Loss:0.0019618, Val MRR:0.37249, ice00001 +2023-05-20 22:59:39,075 - ice00001 - [INFO] - [E:116| 400]: Train Loss:0.001963, Val MRR:0.37249, ice00001 +2023-05-20 23:01:19,055 - ice00001 - [INFO] - [E:116| 500]: Train Loss:0.0019647, Val MRR:0.37249, ice00001 +2023-05-20 23:02:59,371 - ice00001 - [INFO] - [E:116| 600]: Train Loss:0.0019643, Val MRR:0.37249, ice00001 +2023-05-20 23:04:39,771 - ice00001 - [INFO] - [E:116| 700]: Train Loss:0.001964, Val MRR:0.37249, ice00001 +2023-05-20 23:06:10,322 - ice00001 - [INFO] - [E:116| 800]: Train Loss:0.0019649, Val MRR:0.37249, ice00001 +2023-05-20 23:07:51,067 - ice00001 - [INFO] - [E:116| 900]: Train Loss:0.0019654, Val MRR:0.37249, ice00001 +2023-05-20 23:09:02,017 - ice00001 - [INFO] - [Epoch:116]: Training Loss:0.001966 + +2023-05-20 23:09:02,335 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 23:09:25,108 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 23:09:48,035 - ice00001 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.39839, Head : 0.34538, Avg : 0.37189 + +2023-05-20 23:09:48,035 - ice00001 - [INFO] - [Epoch 116]: Training Loss: 0.0019656, Valid MRR: 0.37249, + + + +2023-05-20 23:09:49,195 - ice00001 - [INFO] - [E:117| 0]: Train Loss:0.001946, Val MRR:0.37249, ice00001 +2023-05-20 23:11:30,659 - ice00001 - [INFO] - [E:117| 100]: Train Loss:0.001968, Val MRR:0.37249, ice00001 +2023-05-20 23:13:12,396 - ice00001 - [INFO] - [E:117| 200]: Train Loss:0.0019663, Val MRR:0.37249, ice00001 +2023-05-20 23:14:41,488 - ice00001 - [INFO] - [E:117| 300]: Train Loss:0.001964, Val MRR:0.37249, ice00001 +2023-05-20 23:16:21,617 - ice00001 - [INFO] - [E:117| 400]: Train Loss:0.0019631, Val MRR:0.37249, ice00001 +2023-05-20 23:18:01,264 - ice00001 - [INFO] - [E:117| 500]: Train Loss:0.0019633, Val MRR:0.37249, ice00001 +2023-05-20 23:19:41,452 - ice00001 - [INFO] - [E:117| 600]: Train Loss:0.0019641, Val MRR:0.37249, ice00001 +2023-05-20 23:21:20,776 - ice00001 - [INFO] - [E:117| 700]: Train Loss:0.0019638, Val MRR:0.37249, ice00001 +2023-05-20 23:23:01,458 - ice00001 - [INFO] - [E:117| 800]: Train Loss:0.0019641, Val MRR:0.37249, ice00001 +2023-05-20 23:24:31,768 - ice00001 - [INFO] - [E:117| 900]: Train Loss:0.0019642, Val MRR:0.37249, ice00001 +2023-05-20 23:25:41,992 - ice00001 - [INFO] - [Epoch:117]: Training Loss:0.001964 + +2023-05-20 23:25:42,362 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 23:26:04,903 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 23:26:27,387 - ice00001 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40021, Head : 0.34692, Avg : 0.37356 + +2023-05-20 23:26:28,848 - ice00001 - [INFO] - [Epoch 117]: Training Loss: 0.0019644, Valid MRR: 0.37356, + + + +2023-05-20 23:26:30,013 - ice00001 - [INFO] - [E:118| 0]: Train Loss:0.0019548, Val MRR:0.37356, ice00001 +2023-05-20 23:28:09,855 - ice00001 - [INFO] - [E:118| 100]: Train Loss:0.0019593, Val MRR:0.37356, ice00001 +2023-05-20 23:29:49,038 - ice00001 - [INFO] - [E:118| 200]: Train Loss:0.0019584, Val MRR:0.37356, ice00001 +2023-05-20 23:31:30,414 - ice00001 - [INFO] - [E:118| 300]: Train Loss:0.0019582, Val MRR:0.37356, ice00001 +2023-05-20 23:33:00,813 - ice00001 - [INFO] - [E:118| 400]: Train Loss:0.0019599, Val MRR:0.37356, ice00001 +2023-05-20 23:34:41,449 - ice00001 - [INFO] - [E:118| 500]: Train Loss:0.0019596, Val MRR:0.37356, ice00001 +2023-05-20 23:36:22,559 - ice00001 - [INFO] - [E:118| 600]: Train Loss:0.0019604, Val MRR:0.37356, ice00001 +2023-05-20 23:38:04,133 - ice00001 - [INFO] - [E:118| 700]: Train Loss:0.0019618, Val MRR:0.37356, ice00001 +2023-05-20 23:39:45,619 - ice00001 - [INFO] - [E:118| 800]: Train Loss:0.001962, Val MRR:0.37356, ice00001 +2023-05-20 23:41:16,568 - ice00001 - [INFO] - [E:118| 900]: Train Loss:0.0019624, Val MRR:0.37356, ice00001 +2023-05-20 23:42:26,557 - ice00001 - [INFO] - [Epoch:118]: Training Loss:0.001963 + +2023-05-20 23:42:26,938 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 23:42:49,580 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 23:43:11,911 - ice00001 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.39791, Head : 0.34629, Avg : 0.3721 + +2023-05-20 23:43:11,911 - ice00001 - [INFO] - [Epoch 118]: Training Loss: 0.0019629, Valid MRR: 0.37356, + + + +2023-05-20 23:43:12,869 - ice00001 - [INFO] - [E:119| 0]: Train Loss:0.0019494, Val MRR:0.37356, ice00001 +2023-05-20 23:44:52,660 - ice00001 - [INFO] - [E:119| 100]: Train Loss:0.0019561, Val MRR:0.37356, ice00001 +2023-05-20 23:46:35,441 - ice00001 - [INFO] - [E:119| 200]: Train Loss:0.0019579, Val MRR:0.37356, ice00001 +2023-05-20 23:48:15,750 - ice00001 - [INFO] - [E:119| 300]: Train Loss:0.0019577, Val MRR:0.37356, ice00001 +2023-05-20 23:49:45,816 - ice00001 - [INFO] - [E:119| 400]: Train Loss:0.0019584, Val MRR:0.37356, ice00001 +2023-05-20 23:51:26,258 - ice00001 - [INFO] - [E:119| 500]: Train Loss:0.0019593, Val MRR:0.37356, ice00001 +2023-05-20 23:53:06,567 - ice00001 - [INFO] - [E:119| 600]: Train Loss:0.00196, Val MRR:0.37356, ice00001 +2023-05-20 23:54:46,861 - ice00001 - [INFO] - [E:119| 700]: Train Loss:0.00196, Val MRR:0.37356, ice00001 +2023-05-20 23:56:27,675 - ice00001 - [INFO] - [E:119| 800]: Train Loss:0.0019609, Val MRR:0.37356, ice00001 +2023-05-20 23:58:06,143 - ice00001 - [INFO] - [E:119| 900]: Train Loss:0.0019607, Val MRR:0.37356, ice00001 +2023-05-20 23:59:07,166 - ice00001 - [INFO] - [Epoch:119]: Training Loss:0.001961 + +2023-05-20 23:59:07,528 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-20 23:59:30,658 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-20 23:59:53,314 - ice00001 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.3982, Head : 0.34704, Avg : 0.37262 + MR: Tail : 218.86, Head : 257.03, Avg : 237.95 + Hit-1: Tail : 0.29542, Head : 0.24821, Avg : 0.27182 + Hit-3: Tail : 0.44799, Head : 0.38912, Avg : 0.41856 + Hit-10: Tail : 0.59643, Head : 0.54133, Avg : 0.56888 +2023-05-20 23:59:53,314 - ice00001 - [INFO] - [Epoch 119]: Training Loss: 0.0019609, Valid MRR: 0.37356, + + + +2023-05-20 23:59:54,086 - ice00001 - [INFO] - [E:120| 0]: Train Loss:0.0020211, Val MRR:0.37356, ice00001 +2023-05-21 00:01:34,969 - ice00001 - [INFO] - [E:120| 100]: Train Loss:0.0019555, Val MRR:0.37356, ice00001 +2023-05-21 00:03:15,265 - ice00001 - [INFO] - [E:120| 200]: Train Loss:0.0019576, Val MRR:0.37356, ice00001 +2023-05-21 00:04:55,713 - ice00001 - [INFO] - [E:120| 300]: Train Loss:0.0019575, Val MRR:0.37356, ice00001 +2023-05-21 00:06:36,421 - ice00001 - [INFO] - [E:120| 400]: Train Loss:0.0019586, Val MRR:0.37356, ice00001 +2023-05-21 00:08:07,274 - ice00001 - [INFO] - [E:120| 500]: Train Loss:0.0019582, Val MRR:0.37356, ice00001 +2023-05-21 00:09:48,043 - ice00001 - [INFO] - [E:120| 600]: Train Loss:0.0019574, Val MRR:0.37356, ice00001 +2023-05-21 00:11:28,094 - ice00001 - [INFO] - [E:120| 700]: Train Loss:0.0019569, Val MRR:0.37356, ice00001 +2023-05-21 00:13:08,325 - ice00001 - [INFO] - [E:120| 800]: Train Loss:0.0019575, Val MRR:0.37356, ice00001 +2023-05-21 00:14:49,839 - ice00001 - [INFO] - [E:120| 900]: Train Loss:0.0019589, Val MRR:0.37356, ice00001 +2023-05-21 00:15:50,651 - ice00001 - [INFO] - [Epoch:120]: Training Loss:0.001959 + +2023-05-21 00:15:50,988 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 00:16:13,921 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 00:16:36,374 - ice00001 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.40011, Head : 0.34679, Avg : 0.37345 + +2023-05-21 00:16:36,374 - ice00001 - [INFO] - [Epoch 120]: Training Loss: 0.0019593, Valid MRR: 0.37356, + + + +2023-05-21 00:16:37,531 - ice00001 - [INFO] - [E:121| 0]: Train Loss:0.0019413, Val MRR:0.37356, ice00001 +2023-05-21 00:18:18,001 - ice00001 - [INFO] - [E:121| 100]: Train Loss:0.0019623, Val MRR:0.37356, ice00001 +2023-05-21 00:19:58,670 - ice00001 - [INFO] - [E:121| 200]: Train Loss:0.0019592, Val MRR:0.37356, ice00001 +2023-05-21 00:21:39,354 - ice00001 - [INFO] - [E:121| 300]: Train Loss:0.0019577, Val MRR:0.37356, ice00001 +2023-05-21 00:23:20,626 - ice00001 - [INFO] - [E:121| 400]: Train Loss:0.0019573, Val MRR:0.37356, ice00001 +2023-05-21 00:24:51,429 - ice00001 - [INFO] - [E:121| 500]: Train Loss:0.0019576, Val MRR:0.37356, ice00001 +2023-05-21 00:26:31,221 - ice00001 - [INFO] - [E:121| 600]: Train Loss:0.0019565, Val MRR:0.37356, ice00001 +2023-05-21 00:28:11,155 - ice00001 - [INFO] - [E:121| 700]: Train Loss:0.0019564, Val MRR:0.37356, ice00001 +2023-05-21 00:29:52,395 - ice00001 - [INFO] - [E:121| 800]: Train Loss:0.0019576, Val MRR:0.37356, ice00001 +2023-05-21 00:31:33,106 - ice00001 - [INFO] - [E:121| 900]: Train Loss:0.0019575, Val MRR:0.37356, ice00001 +2023-05-21 00:32:44,011 - ice00001 - [INFO] - [Epoch:121]: Training Loss:0.001958 + +2023-05-21 00:32:44,354 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 00:33:03,860 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 00:33:18,488 - ice00001 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.40074, Head : 0.34764, Avg : 0.37419 + +2023-05-21 00:33:20,073 - ice00001 - [INFO] - [Epoch 121]: Training Loss: 0.0019577, Valid MRR: 0.37419, + + + +2023-05-21 00:33:21,041 - ice00001 - [INFO] - [E:122| 0]: Train Loss:0.0019889, Val MRR:0.37419, ice00001 +2023-05-21 00:35:05,991 - ice00001 - [INFO] - [E:122| 100]: Train Loss:0.0019554, Val MRR:0.37419, ice00001 +2023-05-21 00:36:47,213 - ice00001 - [INFO] - [E:122| 200]: Train Loss:0.0019541, Val MRR:0.37419, ice00001 +2023-05-21 00:38:28,288 - ice00001 - [INFO] - [E:122| 300]: Train Loss:0.0019538, Val MRR:0.37419, ice00001 +2023-05-21 00:40:09,226 - ice00001 - [INFO] - [E:122| 400]: Train Loss:0.0019523, Val MRR:0.37419, ice00001 +2023-05-21 00:41:47,726 - ice00001 - [INFO] - [E:122| 500]: Train Loss:0.0019538, Val MRR:0.37419, ice00001 +2023-05-21 00:43:19,511 - ice00001 - [INFO] - [E:122| 600]: Train Loss:0.0019549, Val MRR:0.37419, ice00001 +2023-05-21 00:45:00,760 - ice00001 - [INFO] - [E:122| 700]: Train Loss:0.0019549, Val MRR:0.37419, ice00001 +2023-05-21 00:46:42,273 - ice00001 - [INFO] - [E:122| 800]: Train Loss:0.0019556, Val MRR:0.37419, ice00001 +2023-05-21 00:48:23,223 - ice00001 - [INFO] - [E:122| 900]: Train Loss:0.0019558, Val MRR:0.37419, ice00001 +2023-05-21 00:49:34,256 - ice00001 - [INFO] - [Epoch:122]: Training Loss:0.001957 + +2023-05-21 00:49:34,572 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 00:49:57,371 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 00:50:19,931 - ice00001 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.39896, Head : 0.34864, Avg : 0.3738 + +2023-05-21 00:50:19,931 - ice00001 - [INFO] - [Epoch 122]: Training Loss: 0.0019566, Valid MRR: 0.37419, + + + +2023-05-21 00:50:21,091 - ice00001 - [INFO] - [E:123| 0]: Train Loss:0.0018898, Val MRR:0.37419, ice00001 +2023-05-21 00:51:51,592 - ice00001 - [INFO] - [E:123| 100]: Train Loss:0.0019489, Val MRR:0.37419, ice00001 +2023-05-21 00:53:31,746 - ice00001 - [INFO] - [E:123| 200]: Train Loss:0.0019518, Val MRR:0.37419, ice00001 +2023-05-21 00:55:11,698 - ice00001 - [INFO] - [E:123| 300]: Train Loss:0.0019518, Val MRR:0.37419, ice00001 +2023-05-21 00:56:52,493 - ice00001 - [INFO] - [E:123| 400]: Train Loss:0.0019534, Val MRR:0.37419, ice00001 +2023-05-21 00:58:32,933 - ice00001 - [INFO] - [E:123| 500]: Train Loss:0.001954, Val MRR:0.37419, ice00001 +2023-05-21 01:00:03,467 - ice00001 - [INFO] - [E:123| 600]: Train Loss:0.0019542, Val MRR:0.37419, ice00001 +2023-05-21 01:01:43,066 - ice00001 - [INFO] - [E:123| 700]: Train Loss:0.001955, Val MRR:0.37419, ice00001 +2023-05-21 01:03:23,760 - ice00001 - [INFO] - [E:123| 800]: Train Loss:0.0019548, Val MRR:0.37419, ice00001 +2023-05-21 01:05:05,239 - ice00001 - [INFO] - [E:123| 900]: Train Loss:0.0019548, Val MRR:0.37419, ice00001 +2023-05-21 01:06:16,318 - ice00001 - [INFO] - [Epoch:123]: Training Loss:0.001955 + +2023-05-21 01:06:16,648 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 01:06:39,832 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 01:07:02,605 - ice00001 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.40135, Head : 0.34897, Avg : 0.37516 + +2023-05-21 01:07:03,946 - ice00001 - [INFO] - [Epoch 123]: Training Loss: 0.001955, Valid MRR: 0.37516, + + + +2023-05-21 01:07:05,343 - ice00001 - [INFO] - [E:124| 0]: Train Loss:0.0019198, Val MRR:0.37516, ice00001 +2023-05-21 01:08:35,873 - ice00001 - [INFO] - [E:124| 100]: Train Loss:0.0019428, Val MRR:0.37516, ice00001 +2023-05-21 01:10:15,338 - ice00001 - [INFO] - [E:124| 200]: Train Loss:0.0019455, Val MRR:0.37516, ice00001 +2023-05-21 01:11:55,212 - ice00001 - [INFO] - [E:124| 300]: Train Loss:0.0019487, Val MRR:0.37516, ice00001 +2023-05-21 01:13:36,264 - ice00001 - [INFO] - [E:124| 400]: Train Loss:0.0019509, Val MRR:0.37516, ice00001 +2023-05-21 01:15:16,123 - ice00001 - [INFO] - [E:124| 500]: Train Loss:0.0019514, Val MRR:0.37516, ice00001 +2023-05-21 01:16:51,570 - ice00001 - [INFO] - [E:124| 600]: Train Loss:0.0019522, Val MRR:0.37516, ice00001 +2023-05-21 01:18:26,828 - ice00001 - [INFO] - [E:124| 700]: Train Loss:0.0019526, Val MRR:0.37516, ice00001 +2023-05-21 01:20:07,541 - ice00001 - [INFO] - [E:124| 800]: Train Loss:0.0019525, Val MRR:0.37516, ice00001 +2023-05-21 01:21:50,261 - ice00001 - [INFO] - [E:124| 900]: Train Loss:0.0019531, Val MRR:0.37516, ice00001 +2023-05-21 01:23:02,203 - ice00001 - [INFO] - [Epoch:124]: Training Loss:0.001953 + +2023-05-21 01:23:02,708 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 01:23:25,509 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 01:23:48,198 - ice00001 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.4017, Head : 0.34966, Avg : 0.37568 + +2023-05-21 01:23:49,757 - ice00001 - [INFO] - [Epoch 124]: Training Loss: 0.0019534, Valid MRR: 0.37568, + + + +2023-05-21 01:23:50,864 - ice00001 - [INFO] - [E:125| 0]: Train Loss:0.0019065, Val MRR:0.37568, ice00001 +2023-05-21 01:25:30,556 - ice00001 - [INFO] - [E:125| 100]: Train Loss:0.0019509, Val MRR:0.37568, ice00001 +2023-05-21 01:27:00,653 - ice00001 - [INFO] - [E:125| 200]: Train Loss:0.0019504, Val MRR:0.37568, ice00001 +2023-05-21 01:28:41,144 - ice00001 - [INFO] - [E:125| 300]: Train Loss:0.0019528, Val MRR:0.37568, ice00001 +2023-05-21 01:30:21,513 - ice00001 - [INFO] - [E:125| 400]: Train Loss:0.001953, Val MRR:0.37568, ice00001 +2023-05-21 01:32:02,149 - ice00001 - [INFO] - [E:125| 500]: Train Loss:0.0019522, Val MRR:0.37568, ice00001 +2023-05-21 01:33:43,141 - ice00001 - [INFO] - [E:125| 600]: Train Loss:0.0019518, Val MRR:0.37568, ice00001 +2023-05-21 01:35:13,763 - ice00001 - [INFO] - [E:125| 700]: Train Loss:0.0019518, Val MRR:0.37568, ice00001 +2023-05-21 01:36:54,458 - ice00001 - [INFO] - [E:125| 800]: Train Loss:0.001952, Val MRR:0.37568, ice00001 +2023-05-21 01:38:34,742 - ice00001 - [INFO] - [E:125| 900]: Train Loss:0.0019518, Val MRR:0.37568, ice00001 +2023-05-21 01:39:45,112 - ice00001 - [INFO] - [Epoch:125]: Training Loss:0.001952 + +2023-05-21 01:39:45,543 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 01:40:08,827 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 01:40:31,362 - ice00001 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.40092, Head : 0.34967, Avg : 0.37529 + +2023-05-21 01:40:31,362 - ice00001 - [INFO] - [Epoch 125]: Training Loss: 0.0019516, Valid MRR: 0.37568, + + + +2023-05-21 01:40:32,162 - ice00001 - [INFO] - [E:126| 0]: Train Loss:0.0019249, Val MRR:0.37568, ice00001 +2023-05-21 01:42:13,994 - ice00001 - [INFO] - [E:126| 100]: Train Loss:0.0019459, Val MRR:0.37568, ice00001 +2023-05-21 01:43:44,871 - ice00001 - [INFO] - [E:126| 200]: Train Loss:0.0019429, Val MRR:0.37568, ice00001 +2023-05-21 01:45:26,467 - ice00001 - [INFO] - [E:126| 300]: Train Loss:0.0019458, Val MRR:0.37568, ice00001 +2023-05-21 01:47:07,491 - ice00001 - [INFO] - [E:126| 400]: Train Loss:0.0019467, Val MRR:0.37568, ice00001 +2023-05-21 01:48:48,443 - ice00001 - [INFO] - [E:126| 500]: Train Loss:0.0019463, Val MRR:0.37568, ice00001 +2023-05-21 01:50:29,059 - ice00001 - [INFO] - [E:126| 600]: Train Loss:0.0019475, Val MRR:0.37568, ice00001 +2023-05-21 01:52:03,384 - ice00001 - [INFO] - [E:126| 700]: Train Loss:0.0019482, Val MRR:0.37568, ice00001 +2023-05-21 01:53:40,112 - ice00001 - [INFO] - [E:126| 800]: Train Loss:0.0019491, Val MRR:0.37568, ice00001 +2023-05-21 01:55:21,347 - ice00001 - [INFO] - [E:126| 900]: Train Loss:0.0019497, Val MRR:0.37568, ice00001 +2023-05-21 01:56:32,506 - ice00001 - [INFO] - [Epoch:126]: Training Loss:0.00195 + +2023-05-21 01:56:32,843 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 01:56:56,475 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 01:57:19,077 - ice00001 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.40102, Head : 0.3504, Avg : 0.37571 + +2023-05-21 01:57:20,537 - ice00001 - [INFO] - [Epoch 126]: Training Loss: 0.0019501, Valid MRR: 0.37571, + + + +2023-05-21 01:57:21,879 - ice00001 - [INFO] - [E:127| 0]: Train Loss:0.0019746, Val MRR:0.37571, ice00001 +2023-05-21 01:59:01,935 - ice00001 - [INFO] - [E:127| 100]: Train Loss:0.0019451, Val MRR:0.37571, ice00001 +2023-05-21 02:00:38,720 - ice00001 - [INFO] - [E:127| 200]: Train Loss:0.0019486, Val MRR:0.37571, ice00001 +2023-05-21 02:02:12,846 - ice00001 - [INFO] - [E:127| 300]: Train Loss:0.0019469, Val MRR:0.37571, ice00001 +2023-05-21 02:03:54,101 - ice00001 - [INFO] - [E:127| 400]: Train Loss:0.0019464, Val MRR:0.37571, ice00001 +2023-05-21 02:05:35,590 - ice00001 - [INFO] - [E:127| 500]: Train Loss:0.0019469, Val MRR:0.37571, ice00001 +2023-05-21 02:07:15,754 - ice00001 - [INFO] - [E:127| 600]: Train Loss:0.0019471, Val MRR:0.37571, ice00001 +2023-05-21 02:08:55,356 - ice00001 - [INFO] - [E:127| 700]: Train Loss:0.0019475, Val MRR:0.37571, ice00001 +2023-05-21 02:10:27,528 - ice00001 - [INFO] - [E:127| 800]: Train Loss:0.0019488, Val MRR:0.37571, ice00001 +2023-05-21 02:12:07,812 - ice00001 - [INFO] - [E:127| 900]: Train Loss:0.0019491, Val MRR:0.37571, ice00001 +2023-05-21 02:13:18,165 - ice00001 - [INFO] - [Epoch:127]: Training Loss:0.001949 + +2023-05-21 02:13:18,674 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 02:13:41,447 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 02:14:03,967 - ice00001 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.40443, Head : 0.35004, Avg : 0.37724 + +2023-05-21 02:14:05,396 - ice00001 - [INFO] - [Epoch 127]: Training Loss: 0.0019491, Valid MRR: 0.37724, + + + +2023-05-21 02:14:06,537 - ice00001 - [INFO] - [E:128| 0]: Train Loss:0.0019827, Val MRR:0.37724, ice00001 +2023-05-21 02:15:46,449 - ice00001 - [INFO] - [E:128| 100]: Train Loss:0.0019495, Val MRR:0.37724, ice00001 +2023-05-21 02:17:26,844 - ice00001 - [INFO] - [E:128| 200]: Train Loss:0.0019502, Val MRR:0.37724, ice00001 +2023-05-21 02:18:57,306 - ice00001 - [INFO] - [E:128| 300]: Train Loss:0.0019488, Val MRR:0.37724, ice00001 +2023-05-21 02:20:37,742 - ice00001 - [INFO] - [E:128| 400]: Train Loss:0.0019478, Val MRR:0.37724, ice00001 +2023-05-21 02:22:17,486 - ice00001 - [INFO] - [E:128| 500]: Train Loss:0.0019467, Val MRR:0.37724, ice00001 +2023-05-21 02:23:58,485 - ice00001 - [INFO] - [E:128| 600]: Train Loss:0.0019471, Val MRR:0.37724, ice00001 +2023-05-21 02:25:39,855 - ice00001 - [INFO] - [E:128| 700]: Train Loss:0.0019471, Val MRR:0.37724, ice00001 +2023-05-21 02:27:10,629 - ice00001 - [INFO] - [E:128| 800]: Train Loss:0.0019472, Val MRR:0.37724, ice00001 +2023-05-21 02:28:51,058 - ice00001 - [INFO] - [E:128| 900]: Train Loss:0.0019469, Val MRR:0.37724, ice00001 +2023-05-21 02:30:02,556 - ice00001 - [INFO] - [Epoch:128]: Training Loss:0.001947 + +2023-05-21 02:30:02,811 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 02:30:25,826 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 02:30:48,693 - ice00001 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.40161, Head : 0.34936, Avg : 0.37549 + +2023-05-21 02:30:48,693 - ice00001 - [INFO] - [Epoch 128]: Training Loss: 0.0019474, Valid MRR: 0.37724, + + + +2023-05-21 02:30:49,854 - ice00001 - [INFO] - [E:129| 0]: Train Loss:0.0018981, Val MRR:0.37724, ice00001 +2023-05-21 02:32:31,444 - ice00001 - [INFO] - [E:129| 100]: Train Loss:0.0019462, Val MRR:0.37724, ice00001 +2023-05-21 02:34:12,793 - ice00001 - [INFO] - [E:129| 200]: Train Loss:0.0019435, Val MRR:0.37724, ice00001 +2023-05-21 02:35:47,114 - ice00001 - [INFO] - [E:129| 300]: Train Loss:0.0019447, Val MRR:0.37724, ice00001 +2023-05-21 02:37:23,354 - ice00001 - [INFO] - [E:129| 400]: Train Loss:0.001946, Val MRR:0.37724, ice00001 +2023-05-21 02:39:03,922 - ice00001 - [INFO] - [E:129| 500]: Train Loss:0.0019453, Val MRR:0.37724, ice00001 +2023-05-21 02:40:44,438 - ice00001 - [INFO] - [E:129| 600]: Train Loss:0.0019456, Val MRR:0.37724, ice00001 +2023-05-21 02:42:24,815 - ice00001 - [INFO] - [E:129| 700]: Train Loss:0.0019453, Val MRR:0.37724, ice00001 +2023-05-21 02:44:05,778 - ice00001 - [INFO] - [E:129| 800]: Train Loss:0.0019457, Val MRR:0.37724, ice00001 +2023-05-21 02:45:36,578 - ice00001 - [INFO] - [E:129| 900]: Train Loss:0.0019462, Val MRR:0.37724, ice00001 +2023-05-21 02:46:47,518 - ice00001 - [INFO] - [Epoch:129]: Training Loss:0.001946 + +2023-05-21 02:46:47,792 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 02:47:10,880 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 02:47:33,413 - ice00001 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.40323, Head : 0.34982, Avg : 0.37652 + MR: Tail : 220.88, Head : 262.36, Avg : 241.62 + Hit-1: Tail : 0.29967, Head : 0.2493, Avg : 0.27449 + Hit-3: Tail : 0.45382, Head : 0.39556, Avg : 0.42469 + Hit-10: Tail : 0.60019, Head : 0.54897, Avg : 0.57458 +2023-05-21 02:47:33,413 - ice00001 - [INFO] - [Epoch 129]: Training Loss: 0.0019462, Valid MRR: 0.37724, + + + +2023-05-21 02:47:34,591 - ice00001 - [INFO] - [E:130| 0]: Train Loss:0.0019585, Val MRR:0.37724, ice00001 +2023-05-21 02:49:16,175 - ice00001 - [INFO] - [E:130| 100]: Train Loss:0.0019428, Val MRR:0.37724, ice00001 +2023-05-21 02:50:55,722 - ice00001 - [INFO] - [E:130| 200]: Train Loss:0.0019417, Val MRR:0.37724, ice00001 +2023-05-21 02:52:36,069 - ice00001 - [INFO] - [E:130| 300]: Train Loss:0.0019411, Val MRR:0.37724, ice00001 +2023-05-21 02:54:07,269 - ice00001 - [INFO] - [E:130| 400]: Train Loss:0.0019409, Val MRR:0.37724, ice00001 +2023-05-21 02:55:47,579 - ice00001 - [INFO] - [E:130| 500]: Train Loss:0.0019417, Val MRR:0.37724, ice00001 +2023-05-21 02:57:28,176 - ice00001 - [INFO] - [E:130| 600]: Train Loss:0.001943, Val MRR:0.37724, ice00001 +2023-05-21 02:59:11,597 - ice00001 - [INFO] - [E:130| 700]: Train Loss:0.0019437, Val MRR:0.37724, ice00001 +2023-05-21 03:00:52,941 - ice00001 - [INFO] - [E:130| 800]: Train Loss:0.0019444, Val MRR:0.37724, ice00001 +2023-05-21 03:02:23,768 - ice00001 - [INFO] - [E:130| 900]: Train Loss:0.0019446, Val MRR:0.37724, ice00001 +2023-05-21 03:03:34,095 - ice00001 - [INFO] - [Epoch:130]: Training Loss:0.001945 + +2023-05-21 03:03:34,396 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 03:03:57,146 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 03:04:19,242 - ice00001 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.40317, Head : 0.35159, Avg : 0.37738 + +2023-05-21 03:04:20,611 - ice00001 - [INFO] - [Epoch 130]: Training Loss: 0.0019447, Valid MRR: 0.37738, + + + +2023-05-21 03:04:21,663 - ice00001 - [INFO] - [E:131| 0]: Train Loss:0.001894, Val MRR:0.37738, ice00001 +2023-05-21 03:06:00,996 - ice00001 - [INFO] - [E:131| 100]: Train Loss:0.0019417, Val MRR:0.37738, ice00001 +2023-05-21 03:07:41,389 - ice00001 - [INFO] - [E:131| 200]: Train Loss:0.0019396, Val MRR:0.37738, ice00001 +2023-05-21 03:09:22,324 - ice00001 - [INFO] - [E:131| 300]: Train Loss:0.0019423, Val MRR:0.37738, ice00001 +2023-05-21 03:10:52,915 - ice00001 - [INFO] - [E:131| 400]: Train Loss:0.0019424, Val MRR:0.37738, ice00001 +2023-05-21 03:12:33,340 - ice00001 - [INFO] - [E:131| 500]: Train Loss:0.0019419, Val MRR:0.37738, ice00001 +2023-05-21 03:14:13,544 - ice00001 - [INFO] - [E:131| 600]: Train Loss:0.0019423, Val MRR:0.37738, ice00001 +2023-05-21 03:15:54,052 - ice00001 - [INFO] - [E:131| 700]: Train Loss:0.0019424, Val MRR:0.37738, ice00001 +2023-05-21 03:17:34,899 - ice00001 - [INFO] - [E:131| 800]: Train Loss:0.001943, Val MRR:0.37738, ice00001 +2023-05-21 03:19:13,740 - ice00001 - [INFO] - [E:131| 900]: Train Loss:0.0019436, Val MRR:0.37738, ice00001 +2023-05-21 03:20:15,785 - ice00001 - [INFO] - [Epoch:131]: Training Loss:0.001943 + +2023-05-21 03:20:16,126 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 03:20:39,358 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 03:21:02,112 - ice00001 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.4041, Head : 0.35119, Avg : 0.37765 + +2023-05-21 03:21:03,485 - ice00001 - [INFO] - [Epoch 131]: Training Loss: 0.001943, Valid MRR: 0.37765, + + + +2023-05-21 03:21:04,659 - ice00001 - [INFO] - [E:132| 0]: Train Loss:0.0018863, Val MRR:0.37765, ice00001 +2023-05-21 03:22:45,699 - ice00001 - [INFO] - [E:132| 100]: Train Loss:0.0019353, Val MRR:0.37765, ice00001 +2023-05-21 03:24:26,715 - ice00001 - [INFO] - [E:132| 200]: Train Loss:0.0019384, Val MRR:0.37765, ice00001 +2023-05-21 03:26:07,397 - ice00001 - [INFO] - [E:132| 300]: Train Loss:0.0019387, Val MRR:0.37765, ice00001 +2023-05-21 03:27:48,051 - ice00001 - [INFO] - [E:132| 400]: Train Loss:0.001939, Val MRR:0.37765, ice00001 +2023-05-21 03:29:18,366 - ice00001 - [INFO] - [E:132| 500]: Train Loss:0.0019398, Val MRR:0.37765, ice00001 +2023-05-21 03:30:58,920 - ice00001 - [INFO] - [E:132| 600]: Train Loss:0.0019403, Val MRR:0.37765, ice00001 +2023-05-21 03:32:39,788 - ice00001 - [INFO] - [E:132| 700]: Train Loss:0.0019405, Val MRR:0.37765, ice00001 +2023-05-21 03:34:19,554 - ice00001 - [INFO] - [E:132| 800]: Train Loss:0.0019411, Val MRR:0.37765, ice00001 +2023-05-21 03:35:58,888 - ice00001 - [INFO] - [E:132| 900]: Train Loss:0.0019419, Val MRR:0.37765, ice00001 +2023-05-21 03:36:59,399 - ice00001 - [INFO] - [Epoch:132]: Training Loss:0.001942 + +2023-05-21 03:36:59,768 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 03:37:22,926 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 03:37:45,549 - ice00001 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.40399, Head : 0.35151, Avg : 0.37775 + +2023-05-21 03:37:46,922 - ice00001 - [INFO] - [Epoch 132]: Training Loss: 0.0019422, Valid MRR: 0.37775, + + + +2023-05-21 03:37:47,913 - ice00001 - [INFO] - [E:133| 0]: Train Loss:0.0018971, Val MRR:0.37775, ice00001 +2023-05-21 03:39:28,518 - ice00001 - [INFO] - [E:133| 100]: Train Loss:0.001938, Val MRR:0.37775, ice00001 +2023-05-21 03:41:08,470 - ice00001 - [INFO] - [E:133| 200]: Train Loss:0.0019361, Val MRR:0.37775, ice00001 +2023-05-21 03:42:49,057 - ice00001 - [INFO] - [E:133| 300]: Train Loss:0.0019386, Val MRR:0.37775, ice00001 +2023-05-21 03:44:30,310 - ice00001 - [INFO] - [E:133| 400]: Train Loss:0.0019383, Val MRR:0.37775, ice00001 +2023-05-21 03:46:01,171 - ice00001 - [INFO] - [E:133| 500]: Train Loss:0.0019391, Val MRR:0.37775, ice00001 +2023-05-21 03:47:44,174 - ice00001 - [INFO] - [E:133| 600]: Train Loss:0.0019395, Val MRR:0.37775, ice00001 +2023-05-21 03:49:23,138 - ice00001 - [INFO] - [E:133| 700]: Train Loss:0.0019396, Val MRR:0.37775, ice00001 +2023-05-21 03:51:03,032 - ice00001 - [INFO] - [E:133| 800]: Train Loss:0.0019399, Val MRR:0.37775, ice00001 +2023-05-21 03:52:44,572 - ice00001 - [INFO] - [E:133| 900]: Train Loss:0.0019405, Val MRR:0.37775, ice00001 +2023-05-21 03:53:55,945 - ice00001 - [INFO] - [Epoch:133]: Training Loss:0.001941 + +2023-05-21 03:53:56,332 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 03:54:15,380 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 03:54:30,314 - ice00001 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.40344, Head : 0.35246, Avg : 0.37795 + +2023-05-21 03:54:31,960 - ice00001 - [INFO] - [Epoch 133]: Training Loss: 0.0019407, Valid MRR: 0.37795, + + + +2023-05-21 03:54:33,356 - ice00001 - [INFO] - [E:134| 0]: Train Loss:0.0019521, Val MRR:0.37795, ice00001 +2023-05-21 03:56:14,481 - ice00001 - [INFO] - [E:134| 100]: Train Loss:0.0019383, Val MRR:0.37795, ice00001 +2023-05-21 03:57:56,237 - ice00001 - [INFO] - [E:134| 200]: Train Loss:0.0019377, Val MRR:0.37795, ice00001 +2023-05-21 03:59:37,624 - ice00001 - [INFO] - [E:134| 300]: Train Loss:0.0019367, Val MRR:0.37795, ice00001 +2023-05-21 04:01:18,775 - ice00001 - [INFO] - [E:134| 400]: Train Loss:0.0019366, Val MRR:0.37795, ice00001 +2023-05-21 04:02:57,593 - ice00001 - [INFO] - [E:134| 500]: Train Loss:0.0019369, Val MRR:0.37795, ice00001 +2023-05-21 04:04:27,847 - ice00001 - [INFO] - [E:134| 600]: Train Loss:0.0019379, Val MRR:0.37795, ice00001 +2023-05-21 04:06:08,243 - ice00001 - [INFO] - [E:134| 700]: Train Loss:0.0019389, Val MRR:0.37795, ice00001 +2023-05-21 04:07:48,817 - ice00001 - [INFO] - [E:134| 800]: Train Loss:0.0019391, Val MRR:0.37795, ice00001 +2023-05-21 04:09:29,845 - ice00001 - [INFO] - [E:134| 900]: Train Loss:0.0019392, Val MRR:0.37795, ice00001 +2023-05-21 04:10:40,516 - ice00001 - [INFO] - [Epoch:134]: Training Loss:0.001939 + +2023-05-21 04:10:40,853 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 04:11:04,143 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 04:11:26,651 - ice00001 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.40508, Head : 0.35288, Avg : 0.37898 + +2023-05-21 04:11:28,010 - ice00001 - [INFO] - [Epoch 134]: Training Loss: 0.0019392, Valid MRR: 0.37898, + + + +2023-05-21 04:11:29,333 - ice00001 - [INFO] - [E:135| 0]: Train Loss:0.0019451, Val MRR:0.37898, ice00001 +2023-05-21 04:12:59,263 - ice00001 - [INFO] - [E:135| 100]: Train Loss:0.001933, Val MRR:0.37898, ice00001 +2023-05-21 04:14:39,319 - ice00001 - [INFO] - [E:135| 200]: Train Loss:0.0019332, Val MRR:0.37898, ice00001 +2023-05-21 04:16:20,218 - ice00001 - [INFO] - [E:135| 300]: Train Loss:0.001933, Val MRR:0.37898, ice00001 +2023-05-21 04:17:58,583 - ice00001 - [INFO] - [E:135| 400]: Train Loss:0.0019359, Val MRR:0.37898, ice00001 +2023-05-21 04:19:38,274 - ice00001 - [INFO] - [E:135| 500]: Train Loss:0.0019361, Val MRR:0.37898, ice00001 +2023-05-21 04:21:08,643 - ice00001 - [INFO] - [E:135| 600]: Train Loss:0.0019366, Val MRR:0.37898, ice00001 +2023-05-21 04:22:49,004 - ice00001 - [INFO] - [E:135| 700]: Train Loss:0.0019375, Val MRR:0.37898, ice00001 +2023-05-21 04:24:29,245 - ice00001 - [INFO] - [E:135| 800]: Train Loss:0.0019385, Val MRR:0.37898, ice00001 +2023-05-21 04:26:10,380 - ice00001 - [INFO] - [E:135| 900]: Train Loss:0.001938, Val MRR:0.37898, ice00001 +2023-05-21 04:27:21,310 - ice00001 - [INFO] - [Epoch:135]: Training Loss:0.001938 + +2023-05-21 04:27:21,647 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 04:27:45,020 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 04:28:07,428 - ice00001 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.40367, Head : 0.35382, Avg : 0.37875 + +2023-05-21 04:28:07,429 - ice00001 - [INFO] - [Epoch 135]: Training Loss: 0.0019379, Valid MRR: 0.37898, + + + +2023-05-21 04:28:08,587 - ice00001 - [INFO] - [E:136| 0]: Train Loss:0.0019355, Val MRR:0.37898, ice00001 +2023-05-21 04:29:38,956 - ice00001 - [INFO] - [E:136| 100]: Train Loss:0.0019338, Val MRR:0.37898, ice00001 +2023-05-21 04:31:18,563 - ice00001 - [INFO] - [E:136| 200]: Train Loss:0.0019357, Val MRR:0.37898, ice00001 +2023-05-21 04:32:57,643 - ice00001 - [INFO] - [E:136| 300]: Train Loss:0.0019365, Val MRR:0.37898, ice00001 +2023-05-21 04:34:37,737 - ice00001 - [INFO] - [E:136| 400]: Train Loss:0.0019374, Val MRR:0.37898, ice00001 +2023-05-21 04:36:21,404 - ice00001 - [INFO] - [E:136| 500]: Train Loss:0.0019367, Val MRR:0.37898, ice00001 +2023-05-21 04:38:01,364 - ice00001 - [INFO] - [E:136| 600]: Train Loss:0.0019356, Val MRR:0.37898, ice00001 +2023-05-21 04:39:32,791 - ice00001 - [INFO] - [E:136| 700]: Train Loss:0.0019363, Val MRR:0.37898, ice00001 +2023-05-21 04:41:13,690 - ice00001 - [INFO] - [E:136| 800]: Train Loss:0.0019361, Val MRR:0.37898, ice00001 +2023-05-21 04:42:54,683 - ice00001 - [INFO] - [E:136| 900]: Train Loss:0.0019369, Val MRR:0.37898, ice00001 +2023-05-21 04:44:05,377 - ice00001 - [INFO] - [Epoch:136]: Training Loss:0.001937 + +2023-05-21 04:44:05,778 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 04:44:28,777 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 04:44:51,358 - ice00001 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.40639, Head : 0.35419, Avg : 0.38029 + +2023-05-21 04:44:53,846 - ice00001 - [INFO] - [Epoch 136]: Training Loss: 0.001937, Valid MRR: 0.38029, + + + +2023-05-21 04:44:55,014 - ice00001 - [INFO] - [E:137| 0]: Train Loss:0.0019355, Val MRR:0.38029, ice00001 +2023-05-21 04:46:34,669 - ice00001 - [INFO] - [E:137| 100]: Train Loss:0.0019374, Val MRR:0.38029, ice00001 +2023-05-21 04:48:04,689 - ice00001 - [INFO] - [E:137| 200]: Train Loss:0.001932, Val MRR:0.38029, ice00001 +2023-05-21 04:49:44,677 - ice00001 - [INFO] - [E:137| 300]: Train Loss:0.0019338, Val MRR:0.38029, ice00001 +2023-05-21 04:51:25,518 - ice00001 - [INFO] - [E:137| 400]: Train Loss:0.0019343, Val MRR:0.38029, ice00001 +2023-05-21 04:53:06,179 - ice00001 - [INFO] - [E:137| 500]: Train Loss:0.0019342, Val MRR:0.38029, ice00001 +2023-05-21 04:54:48,097 - ice00001 - [INFO] - [E:137| 600]: Train Loss:0.0019341, Val MRR:0.38029, ice00001 +2023-05-21 04:56:18,616 - ice00001 - [INFO] - [E:137| 700]: Train Loss:0.0019348, Val MRR:0.38029, ice00001 +2023-05-21 04:57:58,701 - ice00001 - [INFO] - [E:137| 800]: Train Loss:0.0019349, Val MRR:0.38029, ice00001 +2023-05-21 04:59:39,041 - ice00001 - [INFO] - [E:137| 900]: Train Loss:0.0019351, Val MRR:0.38029, ice00001 +2023-05-21 05:00:49,119 - ice00001 - [INFO] - [Epoch:137]: Training Loss:0.001935 + +2023-05-21 05:00:49,457 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 05:01:12,715 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 05:01:34,971 - ice00001 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.40605, Head : 0.35417, Avg : 0.38011 + +2023-05-21 05:01:34,971 - ice00001 - [INFO] - [Epoch 137]: Training Loss: 0.0019351, Valid MRR: 0.38029, + + + +2023-05-21 05:01:36,140 - ice00001 - [INFO] - [E:138| 0]: Train Loss:0.0019455, Val MRR:0.38029, ice00001 +2023-05-21 05:03:15,646 - ice00001 - [INFO] - [E:138| 100]: Train Loss:0.0019296, Val MRR:0.38029, ice00001 +2023-05-21 05:04:46,532 - ice00001 - [INFO] - [E:138| 200]: Train Loss:0.0019318, Val MRR:0.38029, ice00001 +2023-05-21 05:06:27,891 - ice00001 - [INFO] - [E:138| 300]: Train Loss:0.0019327, Val MRR:0.38029, ice00001 +2023-05-21 05:08:08,972 - ice00001 - [INFO] - [E:138| 400]: Train Loss:0.0019324, Val MRR:0.38029, ice00001 +2023-05-21 05:09:50,366 - ice00001 - [INFO] - [E:138| 500]: Train Loss:0.0019323, Val MRR:0.38029, ice00001 +2023-05-21 05:11:31,544 - ice00001 - [INFO] - [E:138| 600]: Train Loss:0.0019316, Val MRR:0.38029, ice00001 +2023-05-21 05:13:06,795 - ice00001 - [INFO] - [E:138| 700]: Train Loss:0.0019333, Val MRR:0.38029, ice00001 +2023-05-21 05:14:41,573 - ice00001 - [INFO] - [E:138| 800]: Train Loss:0.0019339, Val MRR:0.38029, ice00001 +2023-05-21 05:16:20,510 - ice00001 - [INFO] - [E:138| 900]: Train Loss:0.0019338, Val MRR:0.38029, ice00001 +2023-05-21 05:17:31,468 - ice00001 - [INFO] - [Epoch:138]: Training Loss:0.001934 + +2023-05-21 05:17:31,834 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 05:17:54,862 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 05:18:17,515 - ice00001 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.40452, Head : 0.35457, Avg : 0.37955 + +2023-05-21 05:18:17,515 - ice00001 - [INFO] - [Epoch 138]: Training Loss: 0.0019337, Valid MRR: 0.38029, + + + +2023-05-21 05:18:18,688 - ice00001 - [INFO] - [E:139| 0]: Train Loss:0.001902, Val MRR:0.38029, ice00001 +2023-05-21 05:19:58,849 - ice00001 - [INFO] - [E:139| 100]: Train Loss:0.001931, Val MRR:0.38029, ice00001 +2023-05-21 05:21:38,238 - ice00001 - [INFO] - [E:139| 200]: Train Loss:0.0019302, Val MRR:0.38029, ice00001 +2023-05-21 05:23:09,274 - ice00001 - [INFO] - [E:139| 300]: Train Loss:0.0019323, Val MRR:0.38029, ice00001 +2023-05-21 05:24:52,884 - ice00001 - [INFO] - [E:139| 400]: Train Loss:0.0019328, Val MRR:0.38029, ice00001 +2023-05-21 05:26:34,031 - ice00001 - [INFO] - [E:139| 500]: Train Loss:0.001932, Val MRR:0.38029, ice00001 +2023-05-21 05:28:15,342 - ice00001 - [INFO] - [E:139| 600]: Train Loss:0.0019316, Val MRR:0.38029, ice00001 +2023-05-21 05:29:55,029 - ice00001 - [INFO] - [E:139| 700]: Train Loss:0.0019312, Val MRR:0.38029, ice00001 +2023-05-21 05:31:25,359 - ice00001 - [INFO] - [E:139| 800]: Train Loss:0.0019314, Val MRR:0.38029, ice00001 +2023-05-21 05:33:06,180 - ice00001 - [INFO] - [E:139| 900]: Train Loss:0.001932, Val MRR:0.38029, ice00001 +2023-05-21 05:34:16,563 - ice00001 - [INFO] - [Epoch:139]: Training Loss:0.001933 + +2023-05-21 05:34:16,950 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 05:34:40,147 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 05:35:02,521 - ice00001 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.40469, Head : 0.35427, Avg : 0.37948 + MR: Tail : 228.15, Head : 268.45, Avg : 248.3 + Hit-1: Tail : 0.30113, Head : 0.25428, Avg : 0.2777 + Hit-3: Tail : 0.45345, Head : 0.39847, Avg : 0.42596 + Hit-10: Tail : 0.60384, Head : 0.55152, Avg : 0.57768 +2023-05-21 05:35:02,521 - ice00001 - [INFO] - [Epoch 139]: Training Loss: 0.0019328, Valid MRR: 0.38029, + + + +2023-05-21 05:35:03,325 - ice00001 - [INFO] - [E:140| 0]: Train Loss:0.0018814, Val MRR:0.38029, ice00001 +2023-05-21 05:36:44,220 - ice00001 - [INFO] - [E:140| 100]: Train Loss:0.0019303, Val MRR:0.38029, ice00001 +2023-05-21 05:38:25,286 - ice00001 - [INFO] - [E:140| 200]: Train Loss:0.0019324, Val MRR:0.38029, ice00001 +2023-05-21 05:39:55,908 - ice00001 - [INFO] - [E:140| 300]: Train Loss:0.0019324, Val MRR:0.38029, ice00001 +2023-05-21 05:41:36,243 - ice00001 - [INFO] - [E:140| 400]: Train Loss:0.0019319, Val MRR:0.38029, ice00001 +2023-05-21 05:43:16,657 - ice00001 - [INFO] - [E:140| 500]: Train Loss:0.0019314, Val MRR:0.38029, ice00001 +2023-05-21 05:44:56,009 - ice00001 - [INFO] - [E:140| 600]: Train Loss:0.0019313, Val MRR:0.38029, ice00001 +2023-05-21 05:46:36,861 - ice00001 - [INFO] - [E:140| 700]: Train Loss:0.0019305, Val MRR:0.38029, ice00001 +2023-05-21 05:48:08,102 - ice00001 - [INFO] - [E:140| 800]: Train Loss:0.0019306, Val MRR:0.38029, ice00001 +2023-05-21 05:49:48,371 - ice00001 - [INFO] - [E:140| 900]: Train Loss:0.001931, Val MRR:0.38029, ice00001 +2023-05-21 05:50:58,422 - ice00001 - [INFO] - [Epoch:140]: Training Loss:0.001931 + +2023-05-21 05:50:58,759 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 05:51:21,680 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 05:51:44,224 - ice00001 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.40509, Head : 0.35358, Avg : 0.37934 + +2023-05-21 05:51:44,224 - ice00001 - [INFO] - [Epoch 140]: Training Loss: 0.0019313, Valid MRR: 0.38029, + + + +2023-05-21 05:51:45,428 - ice00001 - [INFO] - [E:141| 0]: Train Loss:0.0019088, Val MRR:0.38029, ice00001 +2023-05-21 05:53:26,222 - ice00001 - [INFO] - [E:141| 100]: Train Loss:0.0019289, Val MRR:0.38029, ice00001 +2023-05-21 05:55:07,395 - ice00001 - [INFO] - [E:141| 200]: Train Loss:0.0019294, Val MRR:0.38029, ice00001 +2023-05-21 05:56:42,343 - ice00001 - [INFO] - [E:141| 300]: Train Loss:0.0019282, Val MRR:0.38029, ice00001 +2023-05-21 05:58:17,638 - ice00001 - [INFO] - [E:141| 400]: Train Loss:0.0019271, Val MRR:0.38029, ice00001 +2023-05-21 05:59:56,723 - ice00001 - [INFO] - [E:141| 500]: Train Loss:0.0019276, Val MRR:0.38029, ice00001 +2023-05-21 06:01:37,418 - ice00001 - [INFO] - [E:141| 600]: Train Loss:0.0019287, Val MRR:0.38029, ice00001 +2023-05-21 06:03:17,438 - ice00001 - [INFO] - [E:141| 700]: Train Loss:0.0019288, Val MRR:0.38029, ice00001 +2023-05-21 06:04:58,138 - ice00001 - [INFO] - [E:141| 800]: Train Loss:0.0019298, Val MRR:0.38029, ice00001 +2023-05-21 06:06:27,782 - ice00001 - [INFO] - [E:141| 900]: Train Loss:0.0019305, Val MRR:0.38029, ice00001 +2023-05-21 06:07:38,215 - ice00001 - [INFO] - [Epoch:141]: Training Loss:0.00193 + +2023-05-21 06:07:38,603 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 06:08:01,560 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 06:08:24,099 - ice00001 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.40637, Head : 0.35593, Avg : 0.38115 + +2023-05-21 06:08:26,257 - ice00001 - [INFO] - [Epoch 141]: Training Loss: 0.0019304, Valid MRR: 0.38115, + + + +2023-05-21 06:08:27,423 - ice00001 - [INFO] - [E:142| 0]: Train Loss:0.0019274, Val MRR:0.38115, ice00001 +2023-05-21 06:10:07,297 - ice00001 - [INFO] - [E:142| 100]: Train Loss:0.0019312, Val MRR:0.38115, ice00001 +2023-05-21 06:11:49,812 - ice00001 - [INFO] - [E:142| 200]: Train Loss:0.0019311, Val MRR:0.38115, ice00001 +2023-05-21 06:13:30,059 - ice00001 - [INFO] - [E:142| 300]: Train Loss:0.0019287, Val MRR:0.38115, ice00001 +2023-05-21 06:15:00,430 - ice00001 - [INFO] - [E:142| 400]: Train Loss:0.0019292, Val MRR:0.38115, ice00001 +2023-05-21 06:16:40,799 - ice00001 - [INFO] - [E:142| 500]: Train Loss:0.001929, Val MRR:0.38115, ice00001 +2023-05-21 06:18:20,610 - ice00001 - [INFO] - [E:142| 600]: Train Loss:0.001928, Val MRR:0.38115, ice00001 +2023-05-21 06:20:00,555 - ice00001 - [INFO] - [E:142| 700]: Train Loss:0.0019285, Val MRR:0.38115, ice00001 +2023-05-21 06:21:40,411 - ice00001 - [INFO] - [E:142| 800]: Train Loss:0.0019289, Val MRR:0.38115, ice00001 +2023-05-21 06:23:10,441 - ice00001 - [INFO] - [E:142| 900]: Train Loss:0.0019294, Val MRR:0.38115, ice00001 +2023-05-21 06:24:21,085 - ice00001 - [INFO] - [Epoch:142]: Training Loss:0.001929 + +2023-05-21 06:24:21,353 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 06:24:44,482 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 06:25:06,950 - ice00001 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.40554, Head : 0.35341, Avg : 0.37948 + +2023-05-21 06:25:06,950 - ice00001 - [INFO] - [Epoch 142]: Training Loss: 0.001929, Valid MRR: 0.38115, + + + +2023-05-21 06:25:07,981 - ice00001 - [INFO] - [E:143| 0]: Train Loss:0.0018627, Val MRR:0.38115, ice00001 +2023-05-21 06:26:48,383 - ice00001 - [INFO] - [E:143| 100]: Train Loss:0.001925, Val MRR:0.38115, ice00001 +2023-05-21 06:28:28,364 - ice00001 - [INFO] - [E:143| 200]: Train Loss:0.0019254, Val MRR:0.38115, ice00001 +2023-05-21 06:30:08,722 - ice00001 - [INFO] - [E:143| 300]: Train Loss:0.0019236, Val MRR:0.38115, ice00001 +2023-05-21 06:31:38,721 - ice00001 - [INFO] - [E:143| 400]: Train Loss:0.0019245, Val MRR:0.38115, ice00001 +2023-05-21 06:33:19,596 - ice00001 - [INFO] - [E:143| 500]: Train Loss:0.0019253, Val MRR:0.38115, ice00001 +2023-05-21 06:35:00,461 - ice00001 - [INFO] - [E:143| 600]: Train Loss:0.001926, Val MRR:0.38115, ice00001 +2023-05-21 06:36:41,330 - ice00001 - [INFO] - [E:143| 700]: Train Loss:0.0019264, Val MRR:0.38115, ice00001 +2023-05-21 06:38:22,766 - ice00001 - [INFO] - [E:143| 800]: Train Loss:0.0019275, Val MRR:0.38115, ice00001 +2023-05-21 06:40:03,602 - ice00001 - [INFO] - [E:143| 900]: Train Loss:0.001928, Val MRR:0.38115, ice00001 +2023-05-21 06:41:04,574 - ice00001 - [INFO] - [Epoch:143]: Training Loss:0.001928 + +2023-05-21 06:41:04,914 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 06:41:27,927 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 06:41:50,288 - ice00001 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.40583, Head : 0.35508, Avg : 0.38046 + +2023-05-21 06:41:50,288 - ice00001 - [INFO] - [Epoch 143]: Training Loss: 0.0019278, Valid MRR: 0.38115, + + + +2023-05-21 06:41:51,475 - ice00001 - [INFO] - [E:144| 0]: Train Loss:0.0019229, Val MRR:0.38115, ice00001 +2023-05-21 06:43:31,743 - ice00001 - [INFO] - [E:144| 100]: Train Loss:0.0019217, Val MRR:0.38115, ice00001 +2023-05-21 06:45:12,268 - ice00001 - [INFO] - [E:144| 200]: Train Loss:0.0019235, Val MRR:0.38115, ice00001 +2023-05-21 06:46:53,226 - ice00001 - [INFO] - [E:144| 300]: Train Loss:0.0019241, Val MRR:0.38115, ice00001 +2023-05-21 06:48:33,965 - ice00001 - [INFO] - [E:144| 400]: Train Loss:0.0019236, Val MRR:0.38115, ice00001 +2023-05-21 06:50:04,492 - ice00001 - [INFO] - [E:144| 500]: Train Loss:0.0019249, Val MRR:0.38115, ice00001 +2023-05-21 06:51:45,822 - ice00001 - [INFO] - [E:144| 600]: Train Loss:0.0019258, Val MRR:0.38115, ice00001 +2023-05-21 06:53:27,198 - ice00001 - [INFO] - [E:144| 700]: Train Loss:0.001926, Val MRR:0.38115, ice00001 +2023-05-21 06:55:07,341 - ice00001 - [INFO] - [E:144| 800]: Train Loss:0.0019262, Val MRR:0.38115, ice00001 +2023-05-21 06:56:45,993 - ice00001 - [INFO] - [E:144| 900]: Train Loss:0.0019263, Val MRR:0.38115, ice00001 +2023-05-21 06:57:46,175 - ice00001 - [INFO] - [Epoch:144]: Training Loss:0.001927 + +2023-05-21 06:57:46,513 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 06:58:09,753 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 06:58:32,010 - ice00001 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.40567, Head : 0.35618, Avg : 0.38093 + +2023-05-21 06:58:32,010 - ice00001 - [INFO] - [Epoch 144]: Training Loss: 0.0019266, Valid MRR: 0.38115, + + + +2023-05-21 06:58:33,185 - ice00001 - [INFO] - [E:145| 0]: Train Loss:0.0018529, Val MRR:0.38115, ice00001 +2023-05-21 07:00:16,635 - ice00001 - [INFO] - [E:145| 100]: Train Loss:0.0019249, Val MRR:0.38115, ice00001 +2023-05-21 07:01:56,187 - ice00001 - [INFO] - [E:145| 200]: Train Loss:0.0019228, Val MRR:0.38115, ice00001 +2023-05-21 07:03:36,524 - ice00001 - [INFO] - [E:145| 300]: Train Loss:0.0019222, Val MRR:0.38115, ice00001 +2023-05-21 07:05:17,217 - ice00001 - [INFO] - [E:145| 400]: Train Loss:0.0019232, Val MRR:0.38115, ice00001 +2023-05-21 07:06:47,083 - ice00001 - [INFO] - [E:145| 500]: Train Loss:0.0019234, Val MRR:0.38115, ice00001 +2023-05-21 07:08:27,638 - ice00001 - [INFO] - [E:145| 600]: Train Loss:0.0019228, Val MRR:0.38115, ice00001 +2023-05-21 07:10:07,906 - ice00001 - [INFO] - [E:145| 700]: Train Loss:0.001923, Val MRR:0.38115, ice00001 +2023-05-21 07:11:47,623 - ice00001 - [INFO] - [E:145| 800]: Train Loss:0.0019241, Val MRR:0.38115, ice00001 +2023-05-21 07:13:28,418 - ice00001 - [INFO] - [E:145| 900]: Train Loss:0.0019245, Val MRR:0.38115, ice00001 +2023-05-21 07:14:39,003 - ice00001 - [INFO] - [Epoch:145]: Training Loss:0.001925 + +2023-05-21 07:14:39,498 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 07:14:58,386 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 07:15:13,048 - ice00001 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.40546, Head : 0.35586, Avg : 0.38066 + +2023-05-21 07:15:13,048 - ice00001 - [INFO] - [Epoch 145]: Training Loss: 0.0019252, Valid MRR: 0.38115, + + + +2023-05-21 07:15:14,220 - ice00001 - [INFO] - [E:146| 0]: Train Loss:0.0019919, Val MRR:0.38115, ice00001 +2023-05-21 07:16:54,313 - ice00001 - [INFO] - [E:146| 100]: Train Loss:0.0019141, Val MRR:0.38115, ice00001 +2023-05-21 07:18:34,585 - ice00001 - [INFO] - [E:146| 200]: Train Loss:0.0019159, Val MRR:0.38115, ice00001 +2023-05-21 07:20:15,508 - ice00001 - [INFO] - [E:146| 300]: Train Loss:0.0019197, Val MRR:0.38115, ice00001 +2023-05-21 07:21:55,294 - ice00001 - [INFO] - [E:146| 400]: Train Loss:0.0019202, Val MRR:0.38115, ice00001 +2023-05-21 07:23:35,715 - ice00001 - [INFO] - [E:146| 500]: Train Loss:0.0019206, Val MRR:0.38115, ice00001 +2023-05-21 07:25:05,819 - ice00001 - [INFO] - [E:146| 600]: Train Loss:0.0019215, Val MRR:0.38115, ice00001 +2023-05-21 07:26:45,827 - ice00001 - [INFO] - [E:146| 700]: Train Loss:0.0019224, Val MRR:0.38115, ice00001 +2023-05-21 07:28:26,160 - ice00001 - [INFO] - [E:146| 800]: Train Loss:0.0019224, Val MRR:0.38115, ice00001 +2023-05-21 07:30:06,464 - ice00001 - [INFO] - [E:146| 900]: Train Loss:0.0019234, Val MRR:0.38115, ice00001 +2023-05-21 07:31:16,942 - ice00001 - [INFO] - [Epoch:146]: Training Loss:0.001924 + +2023-05-21 07:31:17,197 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 07:31:40,160 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 07:32:02,477 - ice00001 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.40752, Head : 0.35553, Avg : 0.38153 + +2023-05-21 07:32:04,323 - ice00001 - [INFO] - [Epoch 146]: Training Loss: 0.001924, Valid MRR: 0.38153, + + + +2023-05-21 07:32:05,537 - ice00001 - [INFO] - [E:147| 0]: Train Loss:0.0019316, Val MRR:0.38153, ice00001 +2023-05-21 07:33:35,764 - ice00001 - [INFO] - [E:147| 100]: Train Loss:0.0019242, Val MRR:0.38153, ice00001 +2023-05-21 07:35:16,539 - ice00001 - [INFO] - [E:147| 200]: Train Loss:0.0019229, Val MRR:0.38153, ice00001 +2023-05-21 07:36:57,264 - ice00001 - [INFO] - [E:147| 300]: Train Loss:0.0019214, Val MRR:0.38153, ice00001 +2023-05-21 07:38:38,187 - ice00001 - [INFO] - [E:147| 400]: Train Loss:0.0019205, Val MRR:0.38153, ice00001 +2023-05-21 07:40:17,451 - ice00001 - [INFO] - [E:147| 500]: Train Loss:0.0019196, Val MRR:0.38153, ice00001 +2023-05-21 07:41:47,472 - ice00001 - [INFO] - [E:147| 600]: Train Loss:0.0019207, Val MRR:0.38153, ice00001 +2023-05-21 07:43:29,267 - ice00001 - [INFO] - [E:147| 700]: Train Loss:0.0019211, Val MRR:0.38153, ice00001 +2023-05-21 07:45:10,571 - ice00001 - [INFO] - [E:147| 800]: Train Loss:0.0019212, Val MRR:0.38153, ice00001 +2023-05-21 07:46:52,011 - ice00001 - [INFO] - [E:147| 900]: Train Loss:0.0019218, Val MRR:0.38153, ice00001 +2023-05-21 07:48:06,698 - ice00001 - [INFO] - [Epoch:147]: Training Loss:0.001923 + +2023-05-21 07:48:07,053 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 07:48:30,200 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 07:48:52,233 - ice00001 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.40804, Head : 0.35436, Avg : 0.3812 + +2023-05-21 07:48:52,233 - ice00001 - [INFO] - [Epoch 147]: Training Loss: 0.0019226, Valid MRR: 0.38153, + + + +2023-05-21 07:48:53,283 - ice00001 - [INFO] - [E:148| 0]: Train Loss:0.0019119, Val MRR:0.38153, ice00001 +2023-05-21 07:50:23,562 - ice00001 - [INFO] - [E:148| 100]: Train Loss:0.001918, Val MRR:0.38153, ice00001 +2023-05-21 07:52:04,803 - ice00001 - [INFO] - [E:148| 200]: Train Loss:0.001922, Val MRR:0.38153, ice00001 +2023-05-21 07:53:44,704 - ice00001 - [INFO] - [E:148| 300]: Train Loss:0.0019194, Val MRR:0.38153, ice00001 +2023-05-21 07:55:23,798 - ice00001 - [INFO] - [E:148| 400]: Train Loss:0.0019205, Val MRR:0.38153, ice00001 +2023-05-21 07:57:03,732 - ice00001 - [INFO] - [E:148| 500]: Train Loss:0.0019194, Val MRR:0.38153, ice00001 +2023-05-21 07:58:41,328 - ice00001 - [INFO] - [E:148| 600]: Train Loss:0.0019207, Val MRR:0.38153, ice00001 +2023-05-21 08:00:14,586 - ice00001 - [INFO] - [E:148| 700]: Train Loss:0.0019212, Val MRR:0.38153, ice00001 +2023-05-21 08:01:54,778 - ice00001 - [INFO] - [E:148| 800]: Train Loss:0.0019205, Val MRR:0.38153, ice00001 +2023-05-21 08:03:35,743 - ice00001 - [INFO] - [E:148| 900]: Train Loss:0.0019208, Val MRR:0.38153, ice00001 +2023-05-21 08:04:47,008 - ice00001 - [INFO] - [Epoch:148]: Training Loss:0.001922 + +2023-05-21 08:04:47,263 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 08:05:10,230 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 08:05:32,988 - ice00001 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.4086, Head : 0.35764, Avg : 0.38312 + +2023-05-21 08:05:35,792 - ice00001 - [INFO] - [Epoch 148]: Training Loss: 0.0019215, Valid MRR: 0.38312, + + + +2023-05-21 08:05:36,960 - ice00001 - [INFO] - [E:149| 0]: Train Loss:0.0019442, Val MRR:0.38312, ice00001 +2023-05-21 08:07:17,639 - ice00001 - [INFO] - [E:149| 100]: Train Loss:0.0019213, Val MRR:0.38312, ice00001 +2023-05-21 08:08:47,428 - ice00001 - [INFO] - [E:149| 200]: Train Loss:0.0019183, Val MRR:0.38312, ice00001 +2023-05-21 08:10:28,620 - ice00001 - [INFO] - [E:149| 300]: Train Loss:0.0019187, Val MRR:0.38312, ice00001 +2023-05-21 08:12:09,530 - ice00001 - [INFO] - [E:149| 400]: Train Loss:0.0019201, Val MRR:0.38312, ice00001 +2023-05-21 08:13:50,767 - ice00001 - [INFO] - [E:149| 500]: Train Loss:0.0019193, Val MRR:0.38312, ice00001 +2023-05-21 08:15:32,195 - ice00001 - [INFO] - [E:149| 600]: Train Loss:0.0019197, Val MRR:0.38312, ice00001 +2023-05-21 08:17:03,595 - ice00001 - [INFO] - [E:149| 700]: Train Loss:0.0019196, Val MRR:0.38312, ice00001 +2023-05-21 08:18:44,555 - ice00001 - [INFO] - [E:149| 800]: Train Loss:0.0019195, Val MRR:0.38312, ice00001 +2023-05-21 08:20:25,401 - ice00001 - [INFO] - [E:149| 900]: Train Loss:0.0019202, Val MRR:0.38312, ice00001 +2023-05-21 08:21:36,217 - ice00001 - [INFO] - [Epoch:149]: Training Loss:0.00192 + +2023-05-21 08:21:36,474 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 08:21:59,380 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 08:22:21,670 - ice00001 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.4061, Head : 0.35669, Avg : 0.38139 + MR: Tail : 234.01, Head : 275.47, Avg : 254.74 + Hit-1: Tail : 0.30064, Head : 0.25586, Avg : 0.27825 + Hit-3: Tail : 0.45964, Head : 0.39981, Avg : 0.42972 + Hit-10: Tail : 0.60347, Head : 0.55359, Avg : 0.57853 +2023-05-21 08:22:21,670 - ice00001 - [INFO] - [Epoch 149]: Training Loss: 0.0019201, Valid MRR: 0.38312, + + + +2023-05-21 08:22:22,766 - ice00001 - [INFO] - [E:150| 0]: Train Loss:0.0019166, Val MRR:0.38312, ice00001 +2023-05-21 08:24:02,499 - ice00001 - [INFO] - [E:150| 100]: Train Loss:0.0019116, Val MRR:0.38312, ice00001 +2023-05-21 08:25:32,667 - ice00001 - [INFO] - [E:150| 200]: Train Loss:0.0019114, Val MRR:0.38312, ice00001 +2023-05-21 08:27:12,951 - ice00001 - [INFO] - [E:150| 300]: Train Loss:0.001914, Val MRR:0.38312, ice00001 +2023-05-21 08:28:52,959 - ice00001 - [INFO] - [E:150| 400]: Train Loss:0.0019162, Val MRR:0.38312, ice00001 +2023-05-21 08:30:33,899 - ice00001 - [INFO] - [E:150| 500]: Train Loss:0.0019173, Val MRR:0.38312, ice00001 +2023-05-21 08:32:14,899 - ice00001 - [INFO] - [E:150| 600]: Train Loss:0.0019176, Val MRR:0.38312, ice00001 +2023-05-21 08:33:48,816 - ice00001 - [INFO] - [E:150| 700]: Train Loss:0.0019176, Val MRR:0.38312, ice00001 +2023-05-21 08:35:25,518 - ice00001 - [INFO] - [E:150| 800]: Train Loss:0.0019181, Val MRR:0.38312, ice00001 +2023-05-21 08:37:07,866 - ice00001 - [INFO] - [E:150| 900]: Train Loss:0.0019188, Val MRR:0.38312, ice00001 +2023-05-21 08:38:17,697 - ice00001 - [INFO] - [Epoch:150]: Training Loss:0.001919 + +2023-05-21 08:38:18,202 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 08:38:40,963 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 08:39:03,655 - ice00001 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.40813, Head : 0.35676, Avg : 0.38244 + +2023-05-21 08:39:03,655 - ice00001 - [INFO] - [Epoch 150]: Training Loss: 0.0019189, Valid MRR: 0.38312, + + + +2023-05-21 08:39:04,800 - ice00001 - [INFO] - [E:151| 0]: Train Loss:0.0019492, Val MRR:0.38312, ice00001 +2023-05-21 08:40:46,018 - ice00001 - [INFO] - [E:151| 100]: Train Loss:0.0019146, Val MRR:0.38312, ice00001 +2023-05-21 08:42:26,585 - ice00001 - [INFO] - [E:151| 200]: Train Loss:0.0019139, Val MRR:0.38312, ice00001 +2023-05-21 08:43:56,597 - ice00001 - [INFO] - [E:151| 300]: Train Loss:0.001915, Val MRR:0.38312, ice00001 +2023-05-21 08:45:37,658 - ice00001 - [INFO] - [E:151| 400]: Train Loss:0.0019156, Val MRR:0.38312, ice00001 +2023-05-21 08:47:18,217 - ice00001 - [INFO] - [E:151| 500]: Train Loss:0.001916, Val MRR:0.38312, ice00001 +2023-05-21 08:48:58,734 - ice00001 - [INFO] - [E:151| 600]: Train Loss:0.0019162, Val MRR:0.38312, ice00001 +2023-05-21 08:50:39,104 - ice00001 - [INFO] - [E:151| 700]: Train Loss:0.0019171, Val MRR:0.38312, ice00001 +2023-05-21 08:52:08,420 - ice00001 - [INFO] - [E:151| 800]: Train Loss:0.0019176, Val MRR:0.38312, ice00001 +2023-05-21 08:53:48,845 - ice00001 - [INFO] - [E:151| 900]: Train Loss:0.0019171, Val MRR:0.38312, ice00001 +2023-05-21 08:54:59,474 - ice00001 - [INFO] - [Epoch:151]: Training Loss:0.001918 + +2023-05-21 08:54:59,969 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 08:55:22,769 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 08:55:45,085 - ice00001 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.40711, Head : 0.35547, Avg : 0.38129 + +2023-05-21 08:55:45,085 - ice00001 - [INFO] - [Epoch 151]: Training Loss: 0.001918, Valid MRR: 0.38312, + + + +2023-05-21 08:55:46,253 - ice00001 - [INFO] - [E:152| 0]: Train Loss:0.0019274, Val MRR:0.38312, ice00001 +2023-05-21 08:57:26,450 - ice00001 - [INFO] - [E:152| 100]: Train Loss:0.0019188, Val MRR:0.38312, ice00001 +2023-05-21 08:59:06,948 - ice00001 - [INFO] - [E:152| 200]: Train Loss:0.0019115, Val MRR:0.38312, ice00001 +2023-05-21 09:00:37,128 - ice00001 - [INFO] - [E:152| 300]: Train Loss:0.0019135, Val MRR:0.38312, ice00001 +2023-05-21 09:02:17,208 - ice00001 - [INFO] - [E:152| 400]: Train Loss:0.0019133, Val MRR:0.38312, ice00001 +2023-05-21 09:03:58,096 - ice00001 - [INFO] - [E:152| 500]: Train Loss:0.0019136, Val MRR:0.38312, ice00001 +2023-05-21 09:05:38,166 - ice00001 - [INFO] - [E:152| 600]: Train Loss:0.0019148, Val MRR:0.38312, ice00001 +2023-05-21 09:07:17,531 - ice00001 - [INFO] - [E:152| 700]: Train Loss:0.0019152, Val MRR:0.38312, ice00001 +2023-05-21 09:08:50,273 - ice00001 - [INFO] - [E:152| 800]: Train Loss:0.0019157, Val MRR:0.38312, ice00001 +2023-05-21 09:10:28,480 - ice00001 - [INFO] - [E:152| 900]: Train Loss:0.0019165, Val MRR:0.38312, ice00001 +2023-05-21 09:11:40,169 - ice00001 - [INFO] - [Epoch:152]: Training Loss:0.001917 + +2023-05-21 09:11:40,661 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 09:12:03,638 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 09:12:26,193 - ice00001 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.40721, Head : 0.35599, Avg : 0.3816 + +2023-05-21 09:12:26,193 - ice00001 - [INFO] - [Epoch 152]: Training Loss: 0.0019165, Valid MRR: 0.38312, + + + +2023-05-21 09:12:27,333 - ice00001 - [INFO] - [E:153| 0]: Train Loss:0.0019314, Val MRR:0.38312, ice00001 +2023-05-21 09:14:08,449 - ice00001 - [INFO] - [E:153| 100]: Train Loss:0.0019045, Val MRR:0.38312, ice00001 +2023-05-21 09:15:50,183 - ice00001 - [INFO] - [E:153| 200]: Train Loss:0.0019087, Val MRR:0.38312, ice00001 +2023-05-21 09:17:29,308 - ice00001 - [INFO] - [E:153| 300]: Train Loss:0.00191, Val MRR:0.38312, ice00001 +2023-05-21 09:19:01,722 - ice00001 - [INFO] - [E:153| 400]: Train Loss:0.0019108, Val MRR:0.38312, ice00001 +2023-05-21 09:20:41,760 - ice00001 - [INFO] - [E:153| 500]: Train Loss:0.0019127, Val MRR:0.38312, ice00001 +2023-05-21 09:22:21,527 - ice00001 - [INFO] - [E:153| 600]: Train Loss:0.0019129, Val MRR:0.38312, ice00001 +2023-05-21 09:24:02,288 - ice00001 - [INFO] - [E:153| 700]: Train Loss:0.0019143, Val MRR:0.38312, ice00001 +2023-05-21 09:25:45,436 - ice00001 - [INFO] - [E:153| 800]: Train Loss:0.0019149, Val MRR:0.38312, ice00001 +2023-05-21 09:27:15,503 - ice00001 - [INFO] - [E:153| 900]: Train Loss:0.0019153, Val MRR:0.38312, ice00001 +2023-05-21 09:28:25,786 - ice00001 - [INFO] - [Epoch:153]: Training Loss:0.001915 + +2023-05-21 09:28:26,111 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 09:28:48,840 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 09:29:11,358 - ice00001 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.40821, Head : 0.35713, Avg : 0.38267 + +2023-05-21 09:29:11,358 - ice00001 - [INFO] - [Epoch 153]: Training Loss: 0.0019153, Valid MRR: 0.38312, + + + +2023-05-21 09:29:12,532 - ice00001 - [INFO] - [E:154| 0]: Train Loss:0.0019516, Val MRR:0.38312, ice00001 +2023-05-21 09:30:52,144 - ice00001 - [INFO] - [E:154| 100]: Train Loss:0.0019113, Val MRR:0.38312, ice00001 +2023-05-21 09:32:32,061 - ice00001 - [INFO] - [E:154| 200]: Train Loss:0.001911, Val MRR:0.38312, ice00001 +2023-05-21 09:34:11,868 - ice00001 - [INFO] - [E:154| 300]: Train Loss:0.00191, Val MRR:0.38312, ice00001 +2023-05-21 09:35:41,403 - ice00001 - [INFO] - [E:154| 400]: Train Loss:0.0019112, Val MRR:0.38312, ice00001 +2023-05-21 09:37:22,251 - ice00001 - [INFO] - [E:154| 500]: Train Loss:0.001912, Val MRR:0.38312, ice00001 +2023-05-21 09:39:03,012 - ice00001 - [INFO] - [E:154| 600]: Train Loss:0.0019126, Val MRR:0.38312, ice00001 +2023-05-21 09:40:43,863 - ice00001 - [INFO] - [E:154| 700]: Train Loss:0.0019135, Val MRR:0.38312, ice00001 +2023-05-21 09:42:24,544 - ice00001 - [INFO] - [E:154| 800]: Train Loss:0.0019137, Val MRR:0.38312, ice00001 +2023-05-21 09:43:55,444 - ice00001 - [INFO] - [E:154| 900]: Train Loss:0.0019143, Val MRR:0.38312, ice00001 +2023-05-21 09:45:06,118 - ice00001 - [INFO] - [Epoch:154]: Training Loss:0.001914 + +2023-05-21 09:45:06,621 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 09:45:29,511 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 09:45:51,977 - ice00001 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.4075, Head : 0.35705, Avg : 0.38227 + +2023-05-21 09:45:51,977 - ice00001 - [INFO] - [Epoch 154]: Training Loss: 0.0019142, Valid MRR: 0.38312, + + + +2023-05-21 09:45:52,765 - ice00001 - [INFO] - [E:155| 0]: Train Loss:0.0018948, Val MRR:0.38312, ice00001 +2023-05-21 09:47:33,549 - ice00001 - [INFO] - [E:155| 100]: Train Loss:0.0019146, Val MRR:0.38312, ice00001 +2023-05-21 09:49:13,438 - ice00001 - [INFO] - [E:155| 200]: Train Loss:0.0019131, Val MRR:0.38312, ice00001 +2023-05-21 09:50:53,470 - ice00001 - [INFO] - [E:155| 300]: Train Loss:0.0019123, Val MRR:0.38312, ice00001 +2023-05-21 09:52:26,679 - ice00001 - [INFO] - [E:155| 400]: Train Loss:0.0019128, Val MRR:0.38312, ice00001 +2023-05-21 09:52:52,862 - ice00001 - [INFO] - {'dataset': 'icews14', 'name': 'ice00001', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 1e-05, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-21 09:53:01,872 - ice00001 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, ice00001 +2023-05-21 09:54:03,997 - ice00001 - [INFO] - [E:155| 500]: Train Loss:0.0019129, Val MRR:0.38312, ice00001 +2023-05-21 09:54:44,438 - ice00001 - [INFO] - [E:0| 100]: Train Loss:0.37088, Val MRR:0.0, ice00001 +2023-05-21 09:55:44,212 - ice00001 - [INFO] - [E:155| 600]: Train Loss:0.0019134, Val MRR:0.38312, ice00001 +2023-05-21 09:56:27,551 - ice00001 - [INFO] - [E:0| 200]: Train Loss:0.24322, Val MRR:0.0, ice00001 +2023-05-21 09:57:24,178 - ice00001 - [INFO] - [E:155| 700]: Train Loss:0.0019124, Val MRR:0.38312, ice00001 +2023-05-21 09:58:10,978 - ice00001 - [INFO] - [E:0| 300]: Train Loss:0.18085, Val MRR:0.0, ice00001 +2023-05-21 09:59:04,224 - ice00001 - [INFO] - [E:155| 800]: Train Loss:0.0019126, Val MRR:0.38312, ice00001 +2023-05-21 09:59:54,579 - ice00001 - [INFO] - [E:0| 400]: Train Loss:0.1442, Val MRR:0.0, ice00001 +2023-05-21 10:00:45,107 - ice00001 - [INFO] - [E:155| 900]: Train Loss:0.0019124, Val MRR:0.38312, ice00001 +2023-05-21 10:01:28,424 - ice00001 - [INFO] - [E:0| 500]: Train Loss:0.12011, Val MRR:0.0, ice00001 +2023-05-21 10:01:45,345 - ice00001 - [INFO] - [Epoch:155]: Training Loss:0.001913 + +2023-05-21 10:01:45,837 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:02:08,652 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:02:31,356 - ice00001 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.40868, Head : 0.3575, Avg : 0.38309 + +2023-05-21 10:02:31,356 - ice00001 - [INFO] - [Epoch 155]: Training Loss: 0.0019127, Valid MRR: 0.38312, + + + +2023-05-21 10:02:32,146 - ice00001 - [INFO] - [E:156| 0]: Train Loss:0.0019592, Val MRR:0.38312, ice00001 +2023-05-21 10:03:12,519 - ice00001 - [INFO] - [E:0| 600]: Train Loss:0.10307, Val MRR:0.0, ice00001 +2023-05-21 10:04:11,711 - ice00001 - [INFO] - [E:156| 100]: Train Loss:0.0019125, Val MRR:0.38312, ice00001 +2023-05-21 10:04:56,298 - ice00001 - [INFO] - [E:0| 700]: Train Loss:0.090379, Val MRR:0.0, ice00001 +2023-05-21 10:05:52,261 - ice00001 - [INFO] - [E:156| 200]: Train Loss:0.0019122, Val MRR:0.38312, ice00001 +2023-05-21 10:06:40,735 - ice00001 - [INFO] - [E:0| 800]: Train Loss:0.080559, Val MRR:0.0, ice00001 +2023-05-21 10:07:32,744 - ice00001 - [INFO] - [E:156| 300]: Train Loss:0.0019107, Val MRR:0.38312, ice00001 +2023-05-21 10:08:23,985 - ice00001 - [INFO] - [E:0| 900]: Train Loss:0.072734, Val MRR:0.0, ice00001 +2023-05-21 10:09:13,147 - ice00001 - [INFO] - [E:156| 400]: Train Loss:0.0019108, Val MRR:0.38312, ice00001 +2023-05-21 10:09:34,481 - ice00001 - [INFO] - [Epoch:0]: Training Loss:0.06808 + +2023-05-21 10:09:34,703 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:09:48,578 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:10:11,618 - ice00001 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.09185, Head : 0.06626, Avg : 0.07906 + +2023-05-21 10:10:13,843 - ice00001 - [INFO] - [Epoch 0]: Training Loss: 0.068079, Valid MRR: 0.07906, + + + +2023-05-21 10:10:15,044 - ice00001 - [INFO] - [E:1| 0]: Train Loss:0.0086623, Val MRR:0.07906, ice00001 +2023-05-21 10:10:42,873 - ice00001 - [INFO] - [E:156| 500]: Train Loss:0.0019111, Val MRR:0.38312, ice00001 +2023-05-21 10:11:59,461 - ice00001 - [INFO] - [E:1| 100]: Train Loss:0.0081907, Val MRR:0.07906, ice00001 +2023-05-21 10:12:22,932 - ice00001 - [INFO] - [E:156| 600]: Train Loss:0.0019117, Val MRR:0.38312, ice00001 +2023-05-21 10:13:46,290 - ice00001 - [INFO] - [E:1| 200]: Train Loss:0.0078262, Val MRR:0.07906, ice00001 +2023-05-21 10:14:06,064 - ice00001 - [INFO] - [E:156| 700]: Train Loss:0.001912, Val MRR:0.38312, ice00001 +2023-05-21 10:15:30,406 - ice00001 - [INFO] - [E:1| 300]: Train Loss:0.007518, Val MRR:0.07906, ice00001 +2023-05-21 10:15:46,597 - ice00001 - [INFO] - [E:156| 800]: Train Loss:0.0019115, Val MRR:0.38312, ice00001 +2023-05-21 10:17:14,171 - ice00001 - [INFO] - [E:1| 400]: Train Loss:0.0072515, Val MRR:0.07906, ice00001 +2023-05-21 10:17:26,348 - ice00001 - [INFO] - [E:156| 900]: Train Loss:0.0019115, Val MRR:0.38312, ice00001 +2023-05-21 10:18:31,750 - ice00001 - [INFO] - [Epoch:156]: Training Loss:0.001912 + +2023-05-21 10:18:31,963 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:18:46,586 - ice00001 - [INFO] - [E:1| 500]: Train Loss:0.0070207, Val MRR:0.07906, ice00001 +2023-05-21 10:18:47,919 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:19:10,529 - ice00001 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.40915, Head : 0.35651, Avg : 0.38283 + +2023-05-21 10:19:10,529 - ice00001 - [INFO] - [Epoch 156]: Training Loss: 0.0019121, Valid MRR: 0.38312, + + + +2023-05-21 10:19:11,525 - ice00001 - [INFO] - [E:157| 0]: Train Loss:0.001895, Val MRR:0.38312, ice00001 +2023-05-21 10:20:30,503 - ice00001 - [INFO] - [E:1| 600]: Train Loss:0.0068193, Val MRR:0.07906, ice00001 +2023-05-21 10:20:52,771 - ice00001 - [INFO] - [E:157| 100]: Train Loss:0.0019101, Val MRR:0.38312, ice00001 +2023-05-21 10:22:14,353 - ice00001 - [INFO] - [E:1| 700]: Train Loss:0.0066427, Val MRR:0.07906, ice00001 +2023-05-21 10:22:33,540 - ice00001 - [INFO] - [E:157| 200]: Train Loss:0.0019097, Val MRR:0.38312, ice00001 +2023-05-21 10:23:57,937 - ice00001 - [INFO] - [E:1| 800]: Train Loss:0.0064861, Val MRR:0.07906, ice00001 +2023-05-21 10:24:14,302 - ice00001 - [INFO] - [E:157| 300]: Train Loss:0.0019087, Val MRR:0.38312, ice00001 +2023-05-21 10:25:41,480 - ice00001 - [INFO] - [E:1| 900]: Train Loss:0.0063474, Val MRR:0.07906, ice00001 +2023-05-21 10:25:55,552 - ice00001 - [INFO] - [E:157| 400]: Train Loss:0.0019094, Val MRR:0.38312, ice00001 +2023-05-21 10:26:54,276 - ice00001 - [INFO] - [Epoch:1]: Training Loss:0.006258 + +2023-05-21 10:26:54,798 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:27:13,318 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:27:26,404 - ice00001 - [INFO] - [E:157| 500]: Train Loss:0.0019095, Val MRR:0.38312, ice00001 +2023-05-21 10:27:29,096 - ice00001 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.09533, Head : 0.06944, Avg : 0.08238 + +2023-05-21 10:27:31,659 - ice00001 - [INFO] - [Epoch 1]: Training Loss: 0.0062582, Valid MRR: 0.08238, + + + +2023-05-21 10:27:32,839 - ice00001 - [INFO] - [E:2| 0]: Train Loss:0.005127, Val MRR:0.08238, ice00001 +2023-05-21 10:29:06,986 - ice00001 - [INFO] - [E:157| 600]: Train Loss:0.0019109, Val MRR:0.38312, ice00001 +2023-05-21 10:29:16,754 - ice00001 - [INFO] - [E:2| 100]: Train Loss:0.005043, Val MRR:0.08238, ice00001 +2023-05-21 10:30:47,214 - ice00001 - [INFO] - [E:157| 700]: Train Loss:0.001911, Val MRR:0.38312, ice00001 +2023-05-21 10:31:01,109 - ice00001 - [INFO] - [E:2| 200]: Train Loss:0.0049924, Val MRR:0.08238, ice00001 +2023-05-21 10:32:26,537 - ice00001 - [INFO] - [E:157| 800]: Train Loss:0.0019112, Val MRR:0.38312, ice00001 +2023-05-21 10:32:43,956 - ice00001 - [INFO] - [E:2| 300]: Train Loss:0.0049512, Val MRR:0.08238, ice00001 +2023-05-21 10:34:05,819 - ice00001 - [INFO] - [E:157| 900]: Train Loss:0.0019108, Val MRR:0.38312, ice00001 +2023-05-21 10:34:28,320 - ice00001 - [INFO] - [E:2| 400]: Train Loss:0.0049148, Val MRR:0.08238, ice00001 +2023-05-21 10:35:16,682 - ice00001 - [INFO] - [Epoch:157]: Training Loss:0.001911 + +2023-05-21 10:35:17,184 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:35:39,919 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:35:53,515 - ice00001 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.40837, Head : 0.35802, Avg : 0.38319 + +2023-05-21 10:35:56,091 - ice00001 - [INFO] - [Epoch 157]: Training Loss: 0.0019112, Valid MRR: 0.38319, + + + +2023-05-21 10:35:56,745 - ice00001 - [INFO] - [E:158| 0]: Train Loss:0.0019099, Val MRR:0.38319, ice00001 +2023-05-21 10:36:02,300 - ice00001 - [INFO] - [E:2| 500]: Train Loss:0.0048828, Val MRR:0.08238, ice00001 +2023-05-21 10:37:36,115 - ice00001 - [INFO] - [E:158| 100]: Train Loss:0.0019062, Val MRR:0.38319, ice00001 +2023-05-21 10:37:46,510 - ice00001 - [INFO] - [E:2| 600]: Train Loss:0.0048541, Val MRR:0.08238, ice00001 +2023-05-21 10:39:16,365 - ice00001 - [INFO] - [E:158| 200]: Train Loss:0.0019081, Val MRR:0.38319, ice00001 +2023-05-21 10:39:30,314 - ice00001 - [INFO] - [E:2| 700]: Train Loss:0.004827, Val MRR:0.08238, ice00001 +2023-05-21 10:40:56,636 - ice00001 - [INFO] - [E:158| 300]: Train Loss:0.0019084, Val MRR:0.38319, ice00001 +2023-05-21 10:41:12,934 - ice00001 - [INFO] - [E:2| 800]: Train Loss:0.0048034, Val MRR:0.08238, ice00001 +2023-05-21 10:42:37,435 - ice00001 - [INFO] - [E:158| 400]: Train Loss:0.0019083, Val MRR:0.38319, ice00001 +2023-05-21 10:42:56,849 - ice00001 - [INFO] - [E:2| 900]: Train Loss:0.0047815, Val MRR:0.08238, ice00001 +2023-05-21 10:44:09,559 - ice00001 - [INFO] - [Epoch:2]: Training Loss:0.004768 + +2023-05-21 10:44:10,050 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:44:18,900 - ice00001 - [INFO] - [E:158| 500]: Train Loss:0.0019091, Val MRR:0.38319, ice00001 +2023-05-21 10:44:30,836 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:44:44,508 - ice00001 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.09538, Head : 0.0697, Avg : 0.08254 + +2023-05-21 10:44:47,231 - ice00001 - [INFO] - [Epoch 2]: Training Loss: 0.0047677, Valid MRR: 0.08254, + + + +2023-05-21 10:44:48,435 - ice00001 - [INFO] - [E:3| 0]: Train Loss:0.0046149, Val MRR:0.08254, ice00001 +2023-05-21 10:45:48,894 - ice00001 - [INFO] - [E:158| 600]: Train Loss:0.0019092, Val MRR:0.38319, ice00001 +2023-05-21 10:46:32,114 - ice00001 - [INFO] - [E:3| 100]: Train Loss:0.0045548, Val MRR:0.08254, ice00001 +2023-05-21 10:47:27,248 - ice00001 - [INFO] - [E:158| 700]: Train Loss:0.0019094, Val MRR:0.38319, ice00001 +2023-05-21 10:48:15,563 - ice00001 - [INFO] - [E:3| 200]: Train Loss:0.0045465, Val MRR:0.08254, ice00001 +2023-05-21 10:49:06,984 - ice00001 - [INFO] - [E:158| 800]: Train Loss:0.0019092, Val MRR:0.38319, ice00001 +2023-05-21 10:49:59,902 - ice00001 - [INFO] - [E:3| 300]: Train Loss:0.0045373, Val MRR:0.08254, ice00001 +2023-05-21 10:50:47,348 - ice00001 - [INFO] - [E:158| 900]: Train Loss:0.0019097, Val MRR:0.38319, ice00001 +2023-05-21 10:51:44,401 - ice00001 - [INFO] - [E:3| 400]: Train Loss:0.004526, Val MRR:0.08254, ice00001 +2023-05-21 10:51:57,958 - ice00001 - [INFO] - [Epoch:158]: Training Loss:0.00191 + +2023-05-21 10:51:58,301 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 10:52:21,281 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 10:52:43,808 - ice00001 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.4092, Head : 0.35847, Avg : 0.38383 + +2023-05-21 10:52:46,258 - ice00001 - [INFO] - [Epoch 158]: Training Loss: 0.0019096, Valid MRR: 0.38383, + + + +2023-05-21 10:52:47,424 - ice00001 - [INFO] - [E:159| 0]: Train Loss:0.0018852, Val MRR:0.38383, ice00001 +2023-05-21 10:53:21,290 - ice00001 - [INFO] - [E:3| 500]: Train Loss:0.0045164, Val MRR:0.08254, ice00001 +2023-05-21 10:54:17,885 - ice00001 - [INFO] - [E:159| 100]: Train Loss:0.0019046, Val MRR:0.38383, ice00001 +2023-05-21 10:55:03,171 - ice00001 - [INFO] - [E:3| 600]: Train Loss:0.0045051, Val MRR:0.08254, ice00001 +2023-05-21 10:55:58,588 - ice00001 - [INFO] - [E:159| 200]: Train Loss:0.0019044, Val MRR:0.38383, ice00001 +2023-05-21 10:56:47,139 - ice00001 - [INFO] - [E:3| 700]: Train Loss:0.0044952, Val MRR:0.08254, ice00001 +2023-05-21 10:57:39,100 - ice00001 - [INFO] - [E:159| 300]: Train Loss:0.0019047, Val MRR:0.38383, ice00001 +2023-05-21 10:58:30,656 - ice00001 - [INFO] - [E:3| 800]: Train Loss:0.0044854, Val MRR:0.08254, ice00001 +2023-05-21 10:59:20,057 - ice00001 - [INFO] - [E:159| 400]: Train Loss:0.0019066, Val MRR:0.38383, ice00001 +2023-05-21 11:00:14,606 - ice00001 - [INFO] - [E:3| 900]: Train Loss:0.0044741, Val MRR:0.08254, ice00001 +2023-05-21 11:01:03,625 - ice00001 - [INFO] - [E:159| 500]: Train Loss:0.0019061, Val MRR:0.38383, ice00001 +2023-05-21 11:01:29,379 - ice00001 - [INFO] - [Epoch:3]: Training Loss:0.004467 + +2023-05-21 11:01:29,775 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:01:53,167 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:02:07,478 - ice00001 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.09471, Head : 0.07009, Avg : 0.0824 + +2023-05-21 11:02:07,479 - ice00001 - [INFO] - [Epoch 3]: Training Loss: 0.0044671, Valid MRR: 0.08254, + + + +2023-05-21 11:02:08,131 - ice00001 - [INFO] - [E:4| 0]: Train Loss:0.004339, Val MRR:0.08254, ice00001 +2023-05-21 11:02:33,149 - ice00001 - [INFO] - [E:159| 600]: Train Loss:0.0019061, Val MRR:0.38383, ice00001 +2023-05-21 11:03:49,078 - ice00001 - [INFO] - [E:4| 100]: Train Loss:0.0043432, Val MRR:0.08254, ice00001 +2023-05-21 11:04:14,407 - ice00001 - [INFO] - [E:159| 700]: Train Loss:0.0019075, Val MRR:0.38383, ice00001 +2023-05-21 11:05:31,973 - ice00001 - [INFO] - [E:4| 200]: Train Loss:0.0043363, Val MRR:0.08254, ice00001 +2023-05-21 11:05:55,761 - ice00001 - [INFO] - [E:159| 800]: Train Loss:0.0019072, Val MRR:0.38383, ice00001 +2023-05-21 11:07:15,063 - ice00001 - [INFO] - [E:4| 300]: Train Loss:0.0043271, Val MRR:0.08254, ice00001 +2023-05-21 11:07:36,667 - ice00001 - [INFO] - [E:159| 900]: Train Loss:0.0019082, Val MRR:0.38383, ice00001 +2023-05-21 11:08:47,009 - ice00001 - [INFO] - [Epoch:159]: Training Loss:0.001909 + +2023-05-21 11:08:47,512 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:08:59,148 - ice00001 - [INFO] - [E:4| 400]: Train Loss:0.0043174, Val MRR:0.08254, ice00001 +2023-05-21 11:09:10,627 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:09:33,159 - ice00001 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.40784, Head : 0.35744, Avg : 0.38264 + MR: Tail : 245.99, Head : 285.22, Avg : 265.6 + Hit-1: Tail : 0.30222, Head : 0.25586, Avg : 0.27904 + Hit-3: Tail : 0.4594, Head : 0.40527, Avg : 0.43233 + Hit-10: Tail : 0.60736, Head : 0.55638, Avg : 0.58187 +2023-05-21 11:09:33,159 - ice00001 - [INFO] - [Epoch 159]: Training Loss: 0.0019088, Valid MRR: 0.38383, + + + +2023-05-21 11:09:34,176 - ice00001 - [INFO] - [E:160| 0]: Train Loss:0.0018644, Val MRR:0.38383, ice00001 +2023-05-21 11:10:40,820 - ice00001 - [INFO] - [E:4| 500]: Train Loss:0.0043081, Val MRR:0.08254, ice00001 +2023-05-21 11:11:04,439 - ice00001 - [INFO] - [E:160| 100]: Train Loss:0.0018919, Val MRR:0.38383, ice00001 +2023-05-21 11:12:14,049 - ice00001 - [INFO] - [E:4| 600]: Train Loss:0.004297, Val MRR:0.08254, ice00001 +2023-05-21 11:12:45,428 - ice00001 - [INFO] - [E:160| 200]: Train Loss:0.0018994, Val MRR:0.38383, ice00001 +2023-05-21 11:13:55,869 - ice00001 - [INFO] - [E:4| 700]: Train Loss:0.0042864, Val MRR:0.08254, ice00001 +2023-05-21 11:14:26,675 - ice00001 - [INFO] - [E:160| 300]: Train Loss:0.0019011, Val MRR:0.38383, ice00001 +2023-05-21 11:15:36,927 - ice00001 - [INFO] - [E:4| 800]: Train Loss:0.0042748, Val MRR:0.08254, ice00001 +2023-05-21 11:16:06,519 - ice00001 - [INFO] - [E:160| 400]: Train Loss:0.0019023, Val MRR:0.38383, ice00001 +2023-05-21 11:17:17,752 - ice00001 - [INFO] - [E:4| 900]: Train Loss:0.0042641, Val MRR:0.08254, ice00001 +2023-05-21 11:17:46,685 - ice00001 - [INFO] - [E:160| 500]: Train Loss:0.0019028, Val MRR:0.38383, ice00001 +2023-05-21 11:18:29,450 - ice00001 - [INFO] - [Epoch:4]: Training Loss:0.004257 + +2023-05-21 11:18:29,738 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:18:53,236 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:19:16,183 - ice00001 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.09531, Head : 0.06964, Avg : 0.08248 + +2023-05-21 11:19:16,184 - ice00001 - [INFO] - [Epoch 4]: Training Loss: 0.0042571, Valid MRR: 0.08254, + + + +2023-05-21 11:19:17,347 - ice00001 - [INFO] - [E:5| 0]: Train Loss:0.0041452, Val MRR:0.08254, ice00001 +2023-05-21 11:19:24,820 - ice00001 - [INFO] - [E:160| 600]: Train Loss:0.0019044, Val MRR:0.38383, ice00001 +2023-05-21 11:20:48,345 - ice00001 - [INFO] - [E:5| 100]: Train Loss:0.0041406, Val MRR:0.08254, ice00001 +2023-05-21 11:20:58,234 - ice00001 - [INFO] - [E:160| 700]: Train Loss:0.001906, Val MRR:0.38383, ice00001 +2023-05-21 11:22:29,161 - ice00001 - [INFO] - [E:5| 200]: Train Loss:0.0041292, Val MRR:0.08254, ice00001 +2023-05-21 11:22:38,688 - ice00001 - [INFO] - [E:160| 800]: Train Loss:0.0019062, Val MRR:0.38383, ice00001 +2023-05-21 11:24:09,842 - ice00001 - [INFO] - [E:5| 300]: Train Loss:0.0041189, Val MRR:0.08254, ice00001 +2023-05-21 11:24:19,499 - ice00001 - [INFO] - [E:160| 900]: Train Loss:0.0019071, Val MRR:0.38383, ice00001 +2023-05-21 11:25:31,004 - ice00001 - [INFO] - [Epoch:160]: Training Loss:0.001907 + +2023-05-21 11:25:31,275 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:25:50,519 - ice00001 - [INFO] - [E:5| 400]: Train Loss:0.004107, Val MRR:0.08254, ice00001 +2023-05-21 11:25:53,993 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:26:16,510 - ice00001 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.40772, Head : 0.35833, Avg : 0.38302 + +2023-05-21 11:26:16,510 - ice00001 - [INFO] - [Epoch 160]: Training Loss: 0.0019075, Valid MRR: 0.38383, + + + +2023-05-21 11:26:17,580 - ice00001 - [INFO] - [E:161| 0]: Train Loss:0.0019012, Val MRR:0.38383, ice00001 +2023-05-21 11:27:30,891 - ice00001 - [INFO] - [E:5| 500]: Train Loss:0.0040962, Val MRR:0.08254, ice00001 +2023-05-21 11:27:57,756 - ice00001 - [INFO] - [E:161| 100]: Train Loss:0.0018978, Val MRR:0.38383, ice00001 +2023-05-21 11:28:59,921 - ice00001 - [INFO] - [E:5| 600]: Train Loss:0.0040854, Val MRR:0.08254, ice00001 +2023-05-21 11:29:27,473 - ice00001 - [INFO] - [E:161| 200]: Train Loss:0.0018993, Val MRR:0.38383, ice00001 +2023-05-21 11:30:38,373 - ice00001 - [INFO] - [E:5| 700]: Train Loss:0.0040746, Val MRR:0.08254, ice00001 +2023-05-21 11:31:06,426 - ice00001 - [INFO] - [E:161| 300]: Train Loss:0.0019026, Val MRR:0.38383, ice00001 +2023-05-21 11:32:16,776 - ice00001 - [INFO] - [E:5| 800]: Train Loss:0.0040639, Val MRR:0.08254, ice00001 +2023-05-21 11:32:46,981 - ice00001 - [INFO] - [E:161| 400]: Train Loss:0.0019039, Val MRR:0.38383, ice00001 +2023-05-21 11:33:55,332 - ice00001 - [INFO] - [E:5| 900]: Train Loss:0.0040538, Val MRR:0.08254, ice00001 +2023-05-21 11:34:28,202 - ice00001 - [INFO] - [E:161| 500]: Train Loss:0.0019049, Val MRR:0.38383, ice00001 +2023-05-21 11:35:04,425 - ice00001 - [INFO] - [Epoch:5]: Training Loss:0.004046 + +2023-05-21 11:35:04,795 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:35:27,193 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:35:49,621 - ice00001 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.0947, Head : 0.06993, Avg : 0.08232 + +2023-05-21 11:35:49,621 - ice00001 - [INFO] - [Epoch 5]: Training Loss: 0.0040463, Valid MRR: 0.08254, + + + +2023-05-21 11:35:50,708 - ice00001 - [INFO] - [E:6| 0]: Train Loss:0.0039617, Val MRR:0.08254, ice00001 +2023-05-21 11:36:09,093 - ice00001 - [INFO] - [E:161| 600]: Train Loss:0.0019056, Val MRR:0.38383, ice00001 +2023-05-21 11:37:19,419 - ice00001 - [INFO] - [E:6| 100]: Train Loss:0.0039326, Val MRR:0.08254, ice00001 +2023-05-21 11:37:40,122 - ice00001 - [INFO] - [E:161| 700]: Train Loss:0.0019058, Val MRR:0.38383, ice00001 +2023-05-21 11:38:58,296 - ice00001 - [INFO] - [E:6| 200]: Train Loss:0.0039224, Val MRR:0.08254, ice00001 +2023-05-21 11:39:21,076 - ice00001 - [INFO] - [E:161| 800]: Train Loss:0.0019061, Val MRR:0.38383, ice00001 +2023-05-21 11:40:37,813 - ice00001 - [INFO] - [E:6| 300]: Train Loss:0.0039121, Val MRR:0.08254, ice00001 +2023-05-21 11:41:01,463 - ice00001 - [INFO] - [E:161| 900]: Train Loss:0.0019064, Val MRR:0.38383, ice00001 +2023-05-21 11:42:11,906 - ice00001 - [INFO] - [Epoch:161]: Training Loss:0.001907 + +2023-05-21 11:42:12,419 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:42:16,823 - ice00001 - [INFO] - [E:6| 400]: Train Loss:0.0039036, Val MRR:0.08254, ice00001 +2023-05-21 11:42:35,523 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:42:58,207 - ice00001 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.40762, Head : 0.35828, Avg : 0.38295 + +2023-05-21 11:42:58,207 - ice00001 - [INFO] - [Epoch 161]: Training Loss: 0.0019065, Valid MRR: 0.38383, + + + +2023-05-21 11:42:59,332 - ice00001 - [INFO] - [E:162| 0]: Train Loss:0.0019513, Val MRR:0.38383, ice00001 +2023-05-21 11:43:55,666 - ice00001 - [INFO] - [E:6| 500]: Train Loss:0.0038937, Val MRR:0.08254, ice00001 +2023-05-21 11:44:38,784 - ice00001 - [INFO] - [E:162| 100]: Train Loss:0.0018987, Val MRR:0.38383, ice00001 +2023-05-21 11:45:27,875 - ice00001 - [INFO] - [E:6| 600]: Train Loss:0.0038836, Val MRR:0.08254, ice00001 +2023-05-21 11:46:08,097 - ice00001 - [INFO] - [E:162| 200]: Train Loss:0.0019016, Val MRR:0.38383, ice00001 +2023-05-21 11:47:03,007 - ice00001 - [INFO] - [E:6| 700]: Train Loss:0.003874, Val MRR:0.08254, ice00001 +2023-05-21 11:47:48,530 - ice00001 - [INFO] - [E:162| 300]: Train Loss:0.0019004, Val MRR:0.38383, ice00001 +2023-05-21 11:48:42,374 - ice00001 - [INFO] - [E:6| 800]: Train Loss:0.0038642, Val MRR:0.08254, ice00001 +2023-05-21 11:49:32,325 - ice00001 - [INFO] - [E:162| 400]: Train Loss:0.0019012, Val MRR:0.38383, ice00001 +2023-05-21 11:50:23,883 - ice00001 - [INFO] - [E:6| 900]: Train Loss:0.0038548, Val MRR:0.08254, ice00001 +2023-05-21 11:51:12,389 - ice00001 - [INFO] - [E:162| 500]: Train Loss:0.0019025, Val MRR:0.38383, ice00001 +2023-05-21 11:51:32,688 - ice00001 - [INFO] - [Epoch:6]: Training Loss:0.003848 + +2023-05-21 11:51:33,179 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:51:55,826 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:52:18,347 - ice00001 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.095, Head : 0.06919, Avg : 0.0821 + +2023-05-21 11:52:18,347 - ice00001 - [INFO] - [Epoch 6]: Training Loss: 0.0038482, Valid MRR: 0.08254, + + + +2023-05-21 11:52:19,541 - ice00001 - [INFO] - [E:7| 0]: Train Loss:0.003808, Val MRR:0.08254, ice00001 +2023-05-21 11:52:52,764 - ice00001 - [INFO] - [E:162| 600]: Train Loss:0.0019039, Val MRR:0.38383, ice00001 +2023-05-21 11:53:58,392 - ice00001 - [INFO] - [E:7| 100]: Train Loss:0.0037455, Val MRR:0.08254, ice00001 +2023-05-21 11:54:26,428 - ice00001 - [INFO] - [E:162| 700]: Train Loss:0.0019047, Val MRR:0.38383, ice00001 +2023-05-21 11:55:26,930 - ice00001 - [INFO] - [E:7| 200]: Train Loss:0.0037388, Val MRR:0.08254, ice00001 +2023-05-21 11:56:03,603 - ice00001 - [INFO] - [E:162| 800]: Train Loss:0.0019048, Val MRR:0.38383, ice00001 +2023-05-21 11:57:05,191 - ice00001 - [INFO] - [E:7| 300]: Train Loss:0.0037298, Val MRR:0.08254, ice00001 +2023-05-21 11:57:44,182 - ice00001 - [INFO] - [E:162| 900]: Train Loss:0.0019055, Val MRR:0.38383, ice00001 +2023-05-21 11:58:42,642 - ice00001 - [INFO] - [E:7| 400]: Train Loss:0.0037213, Val MRR:0.08254, ice00001 +2023-05-21 11:58:54,363 - ice00001 - [INFO] - [Epoch:162]: Training Loss:0.001905 + +2023-05-21 11:58:54,618 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 11:59:17,560 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 11:59:39,575 - ice00001 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.41044, Head : 0.3594, Avg : 0.38492 + +2023-05-21 11:59:42,228 - ice00001 - [INFO] - [Epoch 162]: Training Loss: 0.001905, Valid MRR: 0.38492, + + + +2023-05-21 11:59:43,395 - ice00001 - [INFO] - [E:163| 0]: Train Loss:0.0018803, Val MRR:0.38492, ice00001 +2023-05-21 12:00:19,349 - ice00001 - [INFO] - [E:7| 500]: Train Loss:0.0037134, Val MRR:0.08254, ice00001 +2023-05-21 12:01:23,896 - ice00001 - [INFO] - [E:163| 100]: Train Loss:0.0019027, Val MRR:0.38492, ice00001 +2023-05-21 12:01:57,308 - ice00001 - [INFO] - [E:7| 600]: Train Loss:0.0037056, Val MRR:0.08254, ice00001 +2023-05-21 12:02:59,392 - ice00001 - [INFO] - [E:163| 200]: Train Loss:0.001904, Val MRR:0.38492, ice00001 +2023-05-21 12:03:25,507 - ice00001 - [INFO] - [E:7| 700]: Train Loss:0.0036984, Val MRR:0.08254, ice00001 +2023-05-21 12:04:35,458 - ice00001 - [INFO] - [E:163| 300]: Train Loss:0.0019037, Val MRR:0.38492, ice00001 +2023-05-21 12:05:04,485 - ice00001 - [INFO] - [E:7| 800]: Train Loss:0.0036902, Val MRR:0.08254, ice00001 +2023-05-21 12:06:15,500 - ice00001 - [INFO] - [E:163| 400]: Train Loss:0.0019027, Val MRR:0.38492, ice00001 +2023-05-21 12:06:43,144 - ice00001 - [INFO] - [E:7| 900]: Train Loss:0.0036828, Val MRR:0.08254, ice00001 +2023-05-21 12:07:52,561 - ice00001 - [INFO] - [Epoch:7]: Training Loss:0.003677 + +2023-05-21 12:07:52,893 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:07:56,003 - ice00001 - [INFO] - [E:163| 500]: Train Loss:0.0019027, Val MRR:0.38492, ice00001 +2023-05-21 12:08:15,679 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:08:37,763 - ice00001 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.09535, Head : 0.0697, Avg : 0.08253 + +2023-05-21 12:08:37,763 - ice00001 - [INFO] - [Epoch 7]: Training Loss: 0.003677, Valid MRR: 0.08254, + + + +2023-05-21 12:08:38,858 - ice00001 - [INFO] - [E:8| 0]: Train Loss:0.0035613, Val MRR:0.08254, ice00001 +2023-05-21 12:09:36,848 - ice00001 - [INFO] - [E:163| 600]: Train Loss:0.0019035, Val MRR:0.38492, ice00001 +2023-05-21 12:10:17,514 - ice00001 - [INFO] - [E:8| 100]: Train Loss:0.0035953, Val MRR:0.08254, ice00001 +2023-05-21 12:11:17,299 - ice00001 - [INFO] - [E:163| 700]: Train Loss:0.0019023, Val MRR:0.38492, ice00001 +2023-05-21 12:11:48,568 - ice00001 - [INFO] - [E:8| 200]: Train Loss:0.0035904, Val MRR:0.08254, ice00001 +2023-05-21 12:12:47,506 - ice00001 - [INFO] - [E:163| 800]: Train Loss:0.0019033, Val MRR:0.38492, ice00001 +2023-05-21 12:13:23,658 - ice00001 - [INFO] - [E:8| 300]: Train Loss:0.0035823, Val MRR:0.08254, ice00001 +2023-05-21 12:14:26,584 - ice00001 - [INFO] - [E:163| 900]: Train Loss:0.0019043, Val MRR:0.38492, ice00001 +2023-05-21 12:15:02,437 - ice00001 - [INFO] - [E:8| 400]: Train Loss:0.0035763, Val MRR:0.08254, ice00001 +2023-05-21 12:15:36,683 - ice00001 - [INFO] - [Epoch:163]: Training Loss:0.001904 + +2023-05-21 12:15:37,070 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:15:59,907 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:16:22,193 - ice00001 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.4102, Head : 0.35867, Avg : 0.38444 + +2023-05-21 12:16:22,193 - ice00001 - [INFO] - [Epoch 163]: Training Loss: 0.0019045, Valid MRR: 0.38492, + + + +2023-05-21 12:16:23,368 - ice00001 - [INFO] - [E:164| 0]: Train Loss:0.0018275, Val MRR:0.38492, ice00001 +2023-05-21 12:16:41,155 - ice00001 - [INFO] - [E:8| 500]: Train Loss:0.0035697, Val MRR:0.08254, ice00001 +2023-05-21 12:18:03,521 - ice00001 - [INFO] - [E:164| 100]: Train Loss:0.0019023, Val MRR:0.38492, ice00001 +2023-05-21 12:18:20,787 - ice00001 - [INFO] - [E:8| 600]: Train Loss:0.0035635, Val MRR:0.08254, ice00001 +2023-05-21 12:19:43,495 - ice00001 - [INFO] - [E:164| 200]: Train Loss:0.0019037, Val MRR:0.38492, ice00001 +2023-05-21 12:19:59,626 - ice00001 - [INFO] - [E:8| 700]: Train Loss:0.0035568, Val MRR:0.08254, ice00001 +2023-05-21 12:21:13,863 - ice00001 - [INFO] - [E:164| 300]: Train Loss:0.0019013, Val MRR:0.38492, ice00001 +2023-05-21 12:21:28,328 - ice00001 - [INFO] - [E:8| 800]: Train Loss:0.0035503, Val MRR:0.08254, ice00001 +2023-05-21 12:22:54,015 - ice00001 - [INFO] - [E:164| 400]: Train Loss:0.0019026, Val MRR:0.38492, ice00001 +2023-05-21 12:23:07,150 - ice00001 - [INFO] - [E:8| 900]: Train Loss:0.0035439, Val MRR:0.08254, ice00001 +2023-05-21 12:24:16,719 - ice00001 - [INFO] - [Epoch:8]: Training Loss:0.00354 + +2023-05-21 12:24:17,218 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:24:34,387 - ice00001 - [INFO] - [E:164| 500]: Train Loss:0.0019032, Val MRR:0.38492, ice00001 +2023-05-21 12:24:39,757 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:25:02,054 - ice00001 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.09419, Head : 0.07002, Avg : 0.0821 + +2023-05-21 12:25:02,054 - ice00001 - [INFO] - [Epoch 8]: Training Loss: 0.0035399, Valid MRR: 0.08254, + + + +2023-05-21 12:25:02,823 - ice00001 - [INFO] - [E:9| 0]: Train Loss:0.0034489, Val MRR:0.08254, ice00001 +2023-05-21 12:26:14,638 - ice00001 - [INFO] - [E:164| 600]: Train Loss:0.0019031, Val MRR:0.38492, ice00001 +2023-05-21 12:26:42,251 - ice00001 - [INFO] - [E:9| 100]: Train Loss:0.003475, Val MRR:0.08254, ice00001 +2023-05-21 12:27:54,759 - ice00001 - [INFO] - [E:164| 700]: Train Loss:0.0019033, Val MRR:0.38492, ice00001 +2023-05-21 12:28:19,934 - ice00001 - [INFO] - [E:9| 200]: Train Loss:0.003473, Val MRR:0.08254, ice00001 +2023-05-21 12:29:24,274 - ice00001 - [INFO] - [E:164| 800]: Train Loss:0.0019034, Val MRR:0.38492, ice00001 +2023-05-21 12:29:48,480 - ice00001 - [INFO] - [E:9| 300]: Train Loss:0.0034693, Val MRR:0.08254, ice00001 +2023-05-21 12:31:04,164 - ice00001 - [INFO] - [E:164| 900]: Train Loss:0.001904, Val MRR:0.38492, ice00001 +2023-05-21 12:31:26,915 - ice00001 - [INFO] - [E:9| 400]: Train Loss:0.0034656, Val MRR:0.08254, ice00001 +2023-05-21 12:32:14,070 - ice00001 - [INFO] - [Epoch:164]: Training Loss:0.001904 + +2023-05-21 12:32:14,572 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:32:37,427 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:32:59,764 - ice00001 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.41014, Head : 0.36048, Avg : 0.38531 + +2023-05-21 12:33:02,198 - ice00001 - [INFO] - [Epoch 164]: Training Loss: 0.0019036, Valid MRR: 0.38531, + + + +2023-05-21 12:33:03,152 - ice00001 - [INFO] - [E:165| 0]: Train Loss:0.0018717, Val MRR:0.38531, ice00001 +2023-05-21 12:33:05,316 - ice00001 - [INFO] - [E:9| 500]: Train Loss:0.0034602, Val MRR:0.08254, ice00001 +2023-05-21 12:34:42,740 - ice00001 - [INFO] - [E:165| 100]: Train Loss:0.0018916, Val MRR:0.38531, ice00001 +2023-05-21 12:34:43,710 - ice00001 - [INFO] - [E:9| 600]: Train Loss:0.0034562, Val MRR:0.08254, ice00001 +2023-05-21 12:36:22,151 - ice00001 - [INFO] - [E:9| 700]: Train Loss:0.003451, Val MRR:0.08254, ice00001 +2023-05-21 12:36:22,249 - ice00001 - [INFO] - [E:165| 200]: Train Loss:0.001896, Val MRR:0.38531, ice00001 +2023-05-21 12:37:55,684 - ice00001 - [INFO] - [E:9| 800]: Train Loss:0.003447, Val MRR:0.08254, ice00001 +2023-05-21 12:37:56,727 - ice00001 - [INFO] - [E:165| 300]: Train Loss:0.0018965, Val MRR:0.38531, ice00001 +2023-05-21 12:39:32,168 - ice00001 - [INFO] - [E:9| 900]: Train Loss:0.0034423, Val MRR:0.08254, ice00001 +2023-05-21 12:39:35,048 - ice00001 - [INFO] - [E:165| 400]: Train Loss:0.0018982, Val MRR:0.38531, ice00001 +2023-05-21 12:40:41,104 - ice00001 - [INFO] - [Epoch:9]: Training Loss:0.003439 + +2023-05-21 12:40:41,611 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:41:04,276 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:41:14,830 - ice00001 - [INFO] - [E:165| 500]: Train Loss:0.0018984, Val MRR:0.38531, ice00001 +2023-05-21 12:41:26,123 - ice00001 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.09494, Head : 0.06954, Avg : 0.08224 + MR: Tail : 782.83, Head : 966.23, Avg : 874.53 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09868, Head : 0.06202, Avg : 0.08035 + Hit-10: Tail : 0.21083, Head : 0.15754, Avg : 0.18418 +2023-05-21 12:41:26,123 - ice00001 - [INFO] - [Epoch 9]: Training Loss: 0.0034393, Valid MRR: 0.08254, + + + +2023-05-21 12:41:27,266 - ice00001 - [INFO] - [E:10| 0]: Train Loss:0.0034043, Val MRR:0.08254, ice00001 +2023-05-21 12:42:53,646 - ice00001 - [INFO] - [E:165| 600]: Train Loss:0.0018988, Val MRR:0.38531, ice00001 +2023-05-21 12:43:04,474 - ice00001 - [INFO] - [E:10| 100]: Train Loss:0.0033925, Val MRR:0.08254, ice00001 +2023-05-21 12:44:33,913 - ice00001 - [INFO] - [E:165| 700]: Train Loss:0.0019001, Val MRR:0.38531, ice00001 +2023-05-21 12:44:42,878 - ice00001 - [INFO] - [E:10| 200]: Train Loss:0.0033955, Val MRR:0.08254, ice00001 +2023-05-21 12:46:14,171 - ice00001 - [INFO] - [E:165| 800]: Train Loss:0.0019006, Val MRR:0.38531, ice00001 +2023-05-21 12:46:20,500 - ice00001 - [INFO] - [E:10| 300]: Train Loss:0.0033925, Val MRR:0.08254, ice00001 +2023-05-21 12:47:44,646 - ice00001 - [INFO] - [E:165| 900]: Train Loss:0.0019015, Val MRR:0.38531, ice00001 +2023-05-21 12:47:49,303 - ice00001 - [INFO] - [E:10| 400]: Train Loss:0.0033878, Val MRR:0.08254, ice00001 +2023-05-21 12:48:55,337 - ice00001 - [INFO] - [Epoch:165]: Training Loss:0.001902 + +2023-05-21 12:48:55,845 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:49:18,652 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:49:28,222 - ice00001 - [INFO] - [E:10| 500]: Train Loss:0.0033864, Val MRR:0.08254, ice00001 +2023-05-21 12:49:40,978 - ice00001 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.41133, Head : 0.35946, Avg : 0.38539 + +2023-05-21 12:49:43,599 - ice00001 - [INFO] - [Epoch 165]: Training Loss: 0.0019021, Valid MRR: 0.38539, + + + +2023-05-21 12:49:44,757 - ice00001 - [INFO] - [E:166| 0]: Train Loss:0.0019015, Val MRR:0.38539, ice00001 +2023-05-21 12:51:06,916 - ice00001 - [INFO] - [E:10| 600]: Train Loss:0.0033843, Val MRR:0.08254, ice00001 +2023-05-21 12:51:25,560 - ice00001 - [INFO] - [E:166| 100]: Train Loss:0.0018963, Val MRR:0.38539, ice00001 +2023-05-21 12:52:45,372 - ice00001 - [INFO] - [E:10| 700]: Train Loss:0.0033821, Val MRR:0.08254, ice00001 +2023-05-21 12:53:05,894 - ice00001 - [INFO] - [E:166| 200]: Train Loss:0.0018982, Val MRR:0.38539, ice00001 +2023-05-21 12:54:24,217 - ice00001 - [INFO] - [E:10| 800]: Train Loss:0.0033796, Val MRR:0.08254, ice00001 +2023-05-21 12:54:46,084 - ice00001 - [INFO] - [E:166| 300]: Train Loss:0.0018992, Val MRR:0.38539, ice00001 +2023-05-21 12:55:52,217 - ice00001 - [INFO] - [E:10| 900]: Train Loss:0.0033773, Val MRR:0.08254, ice00001 +2023-05-21 12:56:16,014 - ice00001 - [INFO] - [E:166| 400]: Train Loss:0.0018997, Val MRR:0.38539, ice00001 +2023-05-21 12:57:00,352 - ice00001 - [INFO] - [Epoch:10]: Training Loss:0.003376 + +2023-05-21 12:57:00,604 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 12:57:23,091 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 12:57:44,929 - ice00001 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.0953, Head : 0.06934, Avg : 0.08232 + +2023-05-21 12:57:44,930 - ice00001 - [INFO] - [Epoch 10]: Training Loss: 0.0033761, Valid MRR: 0.08254, + + + +2023-05-21 12:57:46,071 - ice00001 - [INFO] - [E:11| 0]: Train Loss:0.0034035, Val MRR:0.08254, ice00001 +2023-05-21 12:57:55,681 - ice00001 - [INFO] - [E:166| 500]: Train Loss:0.0018991, Val MRR:0.38539, ice00001 +2023-05-21 12:59:23,741 - ice00001 - [INFO] - [E:11| 100]: Train Loss:0.0033487, Val MRR:0.08254, ice00001 +2023-05-21 12:59:35,864 - ice00001 - [INFO] - [E:166| 600]: Train Loss:0.0018995, Val MRR:0.38539, ice00001 +2023-05-21 13:01:01,833 - ice00001 - [INFO] - [E:11| 200]: Train Loss:0.0033478, Val MRR:0.08254, ice00001 +2023-05-21 13:01:16,329 - ice00001 - [INFO] - [E:166| 700]: Train Loss:0.0018994, Val MRR:0.38539, ice00001 +2023-05-21 13:02:40,157 - ice00001 - [INFO] - [E:11| 300]: Train Loss:0.0033482, Val MRR:0.08254, ice00001 +2023-05-21 13:02:56,464 - ice00001 - [INFO] - [E:166| 800]: Train Loss:0.0019, Val MRR:0.38539, ice00001 +2023-05-21 13:04:07,911 - ice00001 - [INFO] - [E:11| 400]: Train Loss:0.0033474, Val MRR:0.08254, ice00001 +2023-05-21 13:04:27,113 - ice00001 - [INFO] - [E:166| 900]: Train Loss:0.0019003, Val MRR:0.38539, ice00001 +2023-05-21 13:05:37,977 - ice00001 - [INFO] - [Epoch:166]: Training Loss:0.001901 + +2023-05-21 13:05:38,322 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:05:46,145 - ice00001 - [INFO] - [E:11| 500]: Train Loss:0.0033455, Val MRR:0.08254, ice00001 +2023-05-21 13:06:01,537 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:06:24,293 - ice00001 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.40963, Head : 0.35971, Avg : 0.38467 + +2023-05-21 13:06:24,294 - ice00001 - [INFO] - [Epoch 166]: Training Loss: 0.0019009, Valid MRR: 0.38539, + + + +2023-05-21 13:06:25,458 - ice00001 - [INFO] - [E:167| 0]: Train Loss:0.0018385, Val MRR:0.38539, ice00001 +2023-05-21 13:07:24,390 - ice00001 - [INFO] - [E:11| 600]: Train Loss:0.0033436, Val MRR:0.08254, ice00001 +2023-05-21 13:08:05,672 - ice00001 - [INFO] - [E:167| 100]: Train Loss:0.0018988, Val MRR:0.38539, ice00001 +2023-05-21 13:09:01,678 - ice00001 - [INFO] - [E:11| 700]: Train Loss:0.0033418, Val MRR:0.08254, ice00001 +2023-05-21 13:09:46,310 - ice00001 - [INFO] - [E:167| 200]: Train Loss:0.0018974, Val MRR:0.38539, ice00001 +2023-05-21 13:10:39,655 - ice00001 - [INFO] - [E:11| 800]: Train Loss:0.003341, Val MRR:0.08254, ice00001 +2023-05-21 13:11:25,857 - ice00001 - [INFO] - [E:167| 300]: Train Loss:0.0018985, Val MRR:0.38539, ice00001 +2023-05-21 13:12:16,177 - ice00001 - [INFO] - [E:11| 900]: Train Loss:0.0033398, Val MRR:0.08254, ice00001 +2023-05-21 13:12:55,728 - ice00001 - [INFO] - [E:167| 400]: Train Loss:0.001898, Val MRR:0.38539, ice00001 +2023-05-21 13:13:15,009 - ice00001 - [INFO] - [Epoch:11]: Training Loss:0.003339 + +2023-05-21 13:13:15,397 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:13:37,675 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:13:59,912 - ice00001 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.09543, Head : 0.06931, Avg : 0.08237 + +2023-05-21 13:13:59,912 - ice00001 - [INFO] - [Epoch 11]: Training Loss: 0.0033394, Valid MRR: 0.08254, + + + +2023-05-21 13:14:00,856 - ice00001 - [INFO] - [E:12| 0]: Train Loss:0.0033223, Val MRR:0.08254, ice00001 +2023-05-21 13:14:36,815 - ice00001 - [INFO] - [E:167| 500]: Train Loss:0.0018992, Val MRR:0.38539, ice00001 +2023-05-21 13:15:39,420 - ice00001 - [INFO] - [E:12| 100]: Train Loss:0.0033282, Val MRR:0.08254, ice00001 +2023-05-21 13:16:18,121 - ice00001 - [INFO] - [E:167| 600]: Train Loss:0.0019, Val MRR:0.38539, ice00001 +2023-05-21 13:17:17,386 - ice00001 - [INFO] - [E:12| 200]: Train Loss:0.0033261, Val MRR:0.08254, ice00001 +2023-05-21 13:17:58,667 - ice00001 - [INFO] - [E:167| 700]: Train Loss:0.0019, Val MRR:0.38539, ice00001 +2023-05-21 13:18:55,626 - ice00001 - [INFO] - [E:12| 300]: Train Loss:0.0033229, Val MRR:0.08254, ice00001 +2023-05-21 13:19:39,142 - ice00001 - [INFO] - [E:167| 800]: Train Loss:0.0018993, Val MRR:0.38539, ice00001 +2023-05-21 13:20:33,919 - ice00001 - [INFO] - [E:12| 400]: Train Loss:0.0033222, Val MRR:0.08254, ice00001 +2023-05-21 13:21:15,182 - ice00001 - [INFO] - [E:167| 900]: Train Loss:0.0018995, Val MRR:0.38539, ice00001 +2023-05-21 13:22:02,122 - ice00001 - [INFO] - [E:12| 500]: Train Loss:0.0033217, Val MRR:0.08254, ice00001 +2023-05-21 13:22:20,875 - ice00001 - [INFO] - [Epoch:167]: Training Loss:0.0019 + +2023-05-21 13:22:21,209 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:22:44,049 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:23:06,471 - ice00001 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.40979, Head : 0.36117, Avg : 0.38548 + +2023-05-21 13:23:08,819 - ice00001 - [INFO] - [Epoch 167]: Training Loss: 0.0019001, Valid MRR: 0.38548, + + + +2023-05-21 13:23:10,043 - ice00001 - [INFO] - [E:168| 0]: Train Loss:0.0018888, Val MRR:0.38548, ice00001 +2023-05-21 13:23:40,409 - ice00001 - [INFO] - [E:12| 600]: Train Loss:0.0033209, Val MRR:0.08254, ice00001 +2023-05-21 13:24:50,348 - ice00001 - [INFO] - [E:168| 100]: Train Loss:0.0018947, Val MRR:0.38548, ice00001 +2023-05-21 13:25:22,010 - ice00001 - [INFO] - [E:12| 700]: Train Loss:0.00332, Val MRR:0.08254, ice00001 +2023-05-21 13:26:32,296 - ice00001 - [INFO] - [E:168| 200]: Train Loss:0.0018959, Val MRR:0.38548, ice00001 +2023-05-21 13:26:59,198 - ice00001 - [INFO] - [E:12| 800]: Train Loss:0.0033187, Val MRR:0.08254, ice00001 +2023-05-21 13:28:12,558 - ice00001 - [INFO] - [E:168| 300]: Train Loss:0.0018975, Val MRR:0.38548, ice00001 +2023-05-21 13:28:37,246 - ice00001 - [INFO] - [E:12| 900]: Train Loss:0.0033174, Val MRR:0.08254, ice00001 +2023-05-21 13:29:45,812 - ice00001 - [INFO] - [Epoch:12]: Training Loss:0.003317 + +2023-05-21 13:29:46,131 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:29:53,654 - ice00001 - [INFO] - [E:168| 400]: Train Loss:0.0018969, Val MRR:0.38548, ice00001 +2023-05-21 13:30:03,856 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:30:19,212 - ice00001 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.09463, Head : 0.06961, Avg : 0.08212 + +2023-05-21 13:30:19,212 - ice00001 - [INFO] - [Epoch 12]: Training Loss: 0.003317, Valid MRR: 0.08254, + + + +2023-05-21 13:30:20,012 - ice00001 - [INFO] - [E:13| 0]: Train Loss:0.0032687, Val MRR:0.08254, ice00001 +2023-05-21 13:31:24,252 - ice00001 - [INFO] - [E:168| 500]: Train Loss:0.0018967, Val MRR:0.38548, ice00001 +2023-05-21 13:31:57,064 - ice00001 - [INFO] - [E:13| 100]: Train Loss:0.0033006, Val MRR:0.08254, ice00001 +2023-05-21 13:33:04,439 - ice00001 - [INFO] - [E:168| 600]: Train Loss:0.0018984, Val MRR:0.38548, ice00001 +2023-05-21 13:33:34,394 - ice00001 - [INFO] - [E:13| 200]: Train Loss:0.0033028, Val MRR:0.08254, ice00001 +2023-05-21 13:34:44,830 - ice00001 - [INFO] - [E:168| 700]: Train Loss:0.0018983, Val MRR:0.38548, ice00001 +2023-05-21 13:35:11,753 - ice00001 - [INFO] - [E:13| 300]: Train Loss:0.0033027, Val MRR:0.08254, ice00001 +2023-05-21 13:36:26,506 - ice00001 - [INFO] - [E:168| 800]: Train Loss:0.0018985, Val MRR:0.38548, ice00001 +2023-05-21 13:36:49,282 - ice00001 - [INFO] - [E:13| 400]: Train Loss:0.0033032, Val MRR:0.08254, ice00001 +2023-05-21 13:38:06,581 - ice00001 - [INFO] - [E:168| 900]: Train Loss:0.0018983, Val MRR:0.38548, ice00001 +2023-05-21 13:38:27,089 - ice00001 - [INFO] - [E:13| 500]: Train Loss:0.0033019, Val MRR:0.08254, ice00001 +2023-05-21 13:39:07,201 - ice00001 - [INFO] - [Epoch:168]: Training Loss:0.001899 + +2023-05-21 13:39:07,455 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:39:30,360 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:39:52,550 - ice00001 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.41055, Head : 0.36034, Avg : 0.38545 + +2023-05-21 13:39:52,550 - ice00001 - [INFO] - [Epoch 168]: Training Loss: 0.0018989, Valid MRR: 0.38548, + + + +2023-05-21 13:39:53,345 - ice00001 - [INFO] - [E:13| 600]: Train Loss:0.0033001, Val MRR:0.08254, ice00001 +2023-05-21 13:39:53,696 - ice00001 - [INFO] - [E:169| 0]: Train Loss:0.0019165, Val MRR:0.38548, ice00001 +2023-05-21 13:41:30,035 - ice00001 - [INFO] - [E:13| 700]: Train Loss:0.0032986, Val MRR:0.08254, ice00001 +2023-05-21 13:41:32,877 - ice00001 - [INFO] - [E:169| 100]: Train Loss:0.0018971, Val MRR:0.38548, ice00001 +2023-05-21 13:43:07,873 - ice00001 - [INFO] - [E:13| 800]: Train Loss:0.0032979, Val MRR:0.08254, ice00001 +2023-05-21 13:43:12,751 - ice00001 - [INFO] - [E:169| 200]: Train Loss:0.0018972, Val MRR:0.38548, ice00001 +2023-05-21 13:44:45,695 - ice00001 - [INFO] - [E:13| 900]: Train Loss:0.0032974, Val MRR:0.08254, ice00001 +2023-05-21 13:44:53,683 - ice00001 - [INFO] - [E:169| 300]: Train Loss:0.0018964, Val MRR:0.38548, ice00001 +2023-05-21 13:45:53,682 - ice00001 - [INFO] - [Epoch:13]: Training Loss:0.003297 + +2023-05-21 13:45:53,930 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:46:16,527 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:46:34,521 - ice00001 - [INFO] - [E:169| 400]: Train Loss:0.0018961, Val MRR:0.38548, ice00001 +2023-05-21 13:46:38,926 - ice00001 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.09549, Head : 0.06896, Avg : 0.08223 + +2023-05-21 13:46:38,926 - ice00001 - [INFO] - [Epoch 13]: Training Loss: 0.0032971, Valid MRR: 0.08254, + + + +2023-05-21 13:46:40,061 - ice00001 - [INFO] - [E:14| 0]: Train Loss:0.0032637, Val MRR:0.08254, ice00001 +2023-05-21 13:48:04,820 - ice00001 - [INFO] - [E:169| 500]: Train Loss:0.0018967, Val MRR:0.38548, ice00001 +2023-05-21 13:48:07,301 - ice00001 - [INFO] - [E:14| 100]: Train Loss:0.0032856, Val MRR:0.08254, ice00001 +2023-05-21 13:49:44,929 - ice00001 - [INFO] - [E:14| 200]: Train Loss:0.0032864, Val MRR:0.08254, ice00001 +2023-05-21 13:49:45,283 - ice00001 - [INFO] - [E:169| 600]: Train Loss:0.0018965, Val MRR:0.38548, ice00001 +2023-05-21 13:51:22,722 - ice00001 - [INFO] - [E:14| 300]: Train Loss:0.0032856, Val MRR:0.08254, ice00001 +2023-05-21 13:51:25,649 - ice00001 - [INFO] - [E:169| 700]: Train Loss:0.0018972, Val MRR:0.38548, ice00001 +2023-05-21 13:53:00,317 - ice00001 - [INFO] - [E:14| 400]: Train Loss:0.0032844, Val MRR:0.08254, ice00001 +2023-05-21 13:53:05,355 - ice00001 - [INFO] - [E:169| 800]: Train Loss:0.0018985, Val MRR:0.38548, ice00001 +2023-05-21 13:54:36,502 - ice00001 - [INFO] - [E:14| 500]: Train Loss:0.0032841, Val MRR:0.08254, ice00001 +2023-05-21 13:54:44,377 - ice00001 - [INFO] - [E:169| 900]: Train Loss:0.0018982, Val MRR:0.38548, ice00001 +2023-05-21 13:55:53,899 - ice00001 - [INFO] - [Epoch:169]: Training Loss:0.001898 + +2023-05-21 13:55:54,153 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 13:56:06,964 - ice00001 - [INFO] - [E:14| 600]: Train Loss:0.0032819, Val MRR:0.08254, ice00001 +2023-05-21 13:56:09,050 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 13:56:28,303 - ice00001 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.4105, Head : 0.36044, Avg : 0.38547 + MR: Tail : 244.76, Head : 282.06, Avg : 263.41 + Hit-1: Tail : 0.30441, Head : 0.25841, Avg : 0.28141 + Hit-3: Tail : 0.4651, Head : 0.40587, Avg : 0.43549 + Hit-10: Tail : 0.61027, Head : 0.5616, Avg : 0.58593 +2023-05-21 13:56:28,303 - ice00001 - [INFO] - [Epoch 169]: Training Loss: 0.0018979, Valid MRR: 0.38548, + + + +2023-05-21 13:56:29,149 - ice00001 - [INFO] - [E:170| 0]: Train Loss:0.0018865, Val MRR:0.38548, ice00001 +2023-05-21 13:57:39,842 - ice00001 - [INFO] - [E:14| 700]: Train Loss:0.0032802, Val MRR:0.08254, ice00001 +2023-05-21 13:58:09,525 - ice00001 - [INFO] - [E:170| 100]: Train Loss:0.0018958, Val MRR:0.38548, ice00001 +2023-05-21 13:59:16,916 - ice00001 - [INFO] - [E:14| 800]: Train Loss:0.003279, Val MRR:0.08254, ice00001 +2023-05-21 13:59:49,758 - ice00001 - [INFO] - [E:170| 200]: Train Loss:0.0018913, Val MRR:0.38548, ice00001 +2023-05-21 14:00:54,760 - ice00001 - [INFO] - [E:14| 900]: Train Loss:0.0032777, Val MRR:0.08254, ice00001 +2023-05-21 14:01:30,862 - ice00001 - [INFO] - [E:170| 300]: Train Loss:0.0018951, Val MRR:0.38548, ice00001 +2023-05-21 14:02:03,440 - ice00001 - [INFO] - [Epoch:14]: Training Loss:0.003278 + +2023-05-21 14:02:03,764 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:02:26,415 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:02:48,384 - ice00001 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.09339, Head : 0.07015, Avg : 0.08177 + +2023-05-21 14:02:48,384 - ice00001 - [INFO] - [Epoch 14]: Training Loss: 0.0032776, Valid MRR: 0.08254, + + + +2023-05-21 14:02:49,460 - ice00001 - [INFO] - [E:15| 0]: Train Loss:0.0032531, Val MRR:0.08254, ice00001 +2023-05-21 14:03:12,073 - ice00001 - [INFO] - [E:170| 400]: Train Loss:0.0018951, Val MRR:0.38548, ice00001 +2023-05-21 14:04:27,108 - ice00001 - [INFO] - [E:15| 100]: Train Loss:0.0032686, Val MRR:0.08254, ice00001 +2023-05-21 14:04:51,415 - ice00001 - [INFO] - [E:170| 500]: Train Loss:0.0018951, Val MRR:0.38548, ice00001 +2023-05-21 14:05:54,219 - ice00001 - [INFO] - [E:15| 200]: Train Loss:0.0032687, Val MRR:0.08254, ice00001 +2023-05-21 14:06:24,007 - ice00001 - [INFO] - [E:170| 600]: Train Loss:0.0018958, Val MRR:0.38548, ice00001 +2023-05-21 14:07:32,258 - ice00001 - [INFO] - [E:15| 300]: Train Loss:0.0032686, Val MRR:0.08254, ice00001 +2023-05-21 14:08:03,803 - ice00001 - [INFO] - [E:170| 700]: Train Loss:0.0018958, Val MRR:0.38548, ice00001 +2023-05-21 14:09:09,197 - ice00001 - [INFO] - [E:15| 400]: Train Loss:0.0032658, Val MRR:0.08254, ice00001 +2023-05-21 14:09:42,618 - ice00001 - [INFO] - [E:170| 800]: Train Loss:0.0018963, Val MRR:0.38548, ice00001 +2023-05-21 14:10:45,766 - ice00001 - [INFO] - [E:15| 500]: Train Loss:0.0032636, Val MRR:0.08254, ice00001 +2023-05-21 14:11:22,604 - ice00001 - [INFO] - [E:170| 900]: Train Loss:0.0018968, Val MRR:0.38548, ice00001 +2023-05-21 14:12:22,795 - ice00001 - [INFO] - [E:15| 600]: Train Loss:0.0032624, Val MRR:0.08254, ice00001 +2023-05-21 14:12:33,214 - ice00001 - [INFO] - [Epoch:170]: Training Loss:0.001897 + +2023-05-21 14:12:33,529 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:12:56,673 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:13:22,870 - ice00001 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.4113, Head : 0.35888, Avg : 0.38509 + +2023-05-21 14:13:22,870 - ice00001 - [INFO] - [Epoch 170]: Training Loss: 0.0018968, Valid MRR: 0.38548, + + + +2023-05-21 14:13:24,047 - ice00001 - [INFO] - [E:171| 0]: Train Loss:0.0019337, Val MRR:0.38548, ice00001 +2023-05-21 14:13:53,133 - ice00001 - [INFO] - [E:15| 700]: Train Loss:0.0032614, Val MRR:0.08254, ice00001 +2023-05-21 14:14:53,668 - ice00001 - [INFO] - [E:171| 100]: Train Loss:0.0018926, Val MRR:0.38548, ice00001 +2023-05-21 14:15:30,256 - ice00001 - [INFO] - [E:15| 800]: Train Loss:0.0032596, Val MRR:0.08254, ice00001 +2023-05-21 14:16:33,726 - ice00001 - [INFO] - [E:171| 200]: Train Loss:0.001895, Val MRR:0.38548, ice00001 +2023-05-21 14:17:06,892 - ice00001 - [INFO] - [E:15| 900]: Train Loss:0.0032587, Val MRR:0.08254, ice00001 +2023-05-21 14:18:13,956 - ice00001 - [INFO] - [E:171| 300]: Train Loss:0.0018935, Val MRR:0.38548, ice00001 +2023-05-21 14:18:15,410 - ice00001 - [INFO] - [Epoch:15]: Training Loss:0.003258 + +2023-05-21 14:18:15,900 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:18:38,460 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:19:00,182 - ice00001 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.09201, Head : 0.06502, Avg : 0.07852 + +2023-05-21 14:19:00,183 - ice00001 - [INFO] - [Epoch 15]: Training Loss: 0.003258, Valid MRR: 0.08254, + + + +2023-05-21 14:19:01,195 - ice00001 - [INFO] - [E:16| 0]: Train Loss:0.0032393, Val MRR:0.08254, ice00001 +2023-05-21 14:19:54,253 - ice00001 - [INFO] - [E:171| 400]: Train Loss:0.0018933, Val MRR:0.38548, ice00001 +2023-05-21 14:20:38,549 - ice00001 - [INFO] - [E:16| 100]: Train Loss:0.0032428, Val MRR:0.08254, ice00001 +2023-05-21 14:21:34,977 - ice00001 - [INFO] - [E:171| 500]: Train Loss:0.0018945, Val MRR:0.38548, ice00001 +2023-05-21 14:22:15,499 - ice00001 - [INFO] - [E:16| 200]: Train Loss:0.0032447, Val MRR:0.08254, ice00001 +2023-05-21 14:23:04,256 - ice00001 - [INFO] - [E:171| 600]: Train Loss:0.0018945, Val MRR:0.38548, ice00001 +2023-05-21 14:23:41,717 - ice00001 - [INFO] - [E:16| 300]: Train Loss:0.0032435, Val MRR:0.08254, ice00001 +2023-05-21 14:24:43,449 - ice00001 - [INFO] - [E:171| 700]: Train Loss:0.0018954, Val MRR:0.38548, ice00001 +2023-05-21 14:25:18,118 - ice00001 - [INFO] - [E:16| 400]: Train Loss:0.00324, Val MRR:0.08254, ice00001 +2023-05-21 14:26:23,816 - ice00001 - [INFO] - [E:171| 800]: Train Loss:0.0018956, Val MRR:0.38548, ice00001 +2023-05-21 14:26:54,929 - ice00001 - [INFO] - [E:16| 500]: Train Loss:0.0032372, Val MRR:0.08254, ice00001 +2023-05-21 14:28:04,151 - ice00001 - [INFO] - [E:171| 900]: Train Loss:0.0018957, Val MRR:0.38548, ice00001 +2023-05-21 14:28:32,536 - ice00001 - [INFO] - [E:16| 600]: Train Loss:0.0032335, Val MRR:0.08254, ice00001 +2023-05-21 14:29:14,436 - ice00001 - [INFO] - [Epoch:171]: Training Loss:0.001896 + +2023-05-21 14:29:14,780 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:29:37,994 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:30:00,614 - ice00001 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.41053, Head : 0.36017, Avg : 0.38535 + +2023-05-21 14:30:00,614 - ice00001 - [INFO] - [Epoch 171]: Training Loss: 0.0018962, Valid MRR: 0.38548, + + + +2023-05-21 14:30:01,787 - ice00001 - [INFO] - [E:172| 0]: Train Loss:0.0019417, Val MRR:0.38548, ice00001 +2023-05-21 14:30:09,704 - ice00001 - [INFO] - [E:16| 700]: Train Loss:0.0032298, Val MRR:0.08254, ice00001 +2023-05-21 14:31:31,740 - ice00001 - [INFO] - [E:172| 100]: Train Loss:0.001893, Val MRR:0.38548, ice00001 +2023-05-21 14:31:37,070 - ice00001 - [INFO] - [E:16| 800]: Train Loss:0.0032249, Val MRR:0.08254, ice00001 +2023-05-21 14:33:13,478 - ice00001 - [INFO] - [E:172| 200]: Train Loss:0.001892, Val MRR:0.38548, ice00001 +2023-05-21 14:33:14,520 - ice00001 - [INFO] - [E:16| 900]: Train Loss:0.0032189, Val MRR:0.08254, ice00001 +2023-05-21 14:34:23,163 - ice00001 - [INFO] - [Epoch:16]: Training Loss:0.003214 + +2023-05-21 14:34:23,475 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:34:45,871 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:34:54,471 - ice00001 - [INFO] - [E:172| 300]: Train Loss:0.0018908, Val MRR:0.38548, ice00001 +2023-05-21 14:35:07,768 - ice00001 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.0953, Head : 0.06896, Avg : 0.08213 + +2023-05-21 14:35:07,768 - ice00001 - [INFO] - [Epoch 16]: Training Loss: 0.0032141, Valid MRR: 0.08254, + + + +2023-05-21 14:35:08,541 - ice00001 - [INFO] - [E:17| 0]: Train Loss:0.0031859, Val MRR:0.08254, ice00001 +2023-05-21 14:36:35,540 - ice00001 - [INFO] - [E:172| 400]: Train Loss:0.0018918, Val MRR:0.38548, ice00001 +2023-05-21 14:36:46,415 - ice00001 - [INFO] - [E:17| 100]: Train Loss:0.0031358, Val MRR:0.08254, ice00001 +2023-05-21 14:38:14,575 - ice00001 - [INFO] - [E:172| 500]: Train Loss:0.0018936, Val MRR:0.38548, ice00001 +2023-05-21 14:38:22,746 - ice00001 - [INFO] - [E:17| 200]: Train Loss:0.0031304, Val MRR:0.08254, ice00001 +2023-05-21 14:39:48,640 - ice00001 - [INFO] - [E:172| 600]: Train Loss:0.0018946, Val MRR:0.38548, ice00001 +2023-05-21 14:39:51,751 - ice00001 - [INFO] - [E:17| 300]: Train Loss:0.0031197, Val MRR:0.08254, ice00001 +2023-05-21 14:41:24,846 - ice00001 - [INFO] - [E:172| 700]: Train Loss:0.0018952, Val MRR:0.38548, ice00001 +2023-05-21 14:41:27,210 - ice00001 - [INFO] - [E:17| 400]: Train Loss:0.003106, Val MRR:0.08254, ice00001 +2023-05-21 14:43:05,126 - ice00001 - [INFO] - [E:17| 500]: Train Loss:0.003095, Val MRR:0.08254, ice00001 +2023-05-21 14:43:05,538 - ice00001 - [INFO] - [E:172| 800]: Train Loss:0.0018951, Val MRR:0.38548, ice00001 +2023-05-21 14:44:42,121 - ice00001 - [INFO] - [E:17| 600]: Train Loss:0.0030859, Val MRR:0.08254, ice00001 +2023-05-21 14:44:46,176 - ice00001 - [INFO] - [E:172| 900]: Train Loss:0.0018951, Val MRR:0.38548, ice00001 +2023-05-21 14:45:57,322 - ice00001 - [INFO] - [Epoch:172]: Training Loss:0.001896 + +2023-05-21 14:45:57,658 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:46:20,110 - ice00001 - [INFO] - [E:17| 700]: Train Loss:0.0030778, Val MRR:0.08254, ice00001 +2023-05-21 14:46:21,397 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:46:43,999 - ice00001 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.41135, Head : 0.36149, Avg : 0.38642 + +2023-05-21 14:46:46,781 - ice00001 - [INFO] - [Epoch 172]: Training Loss: 0.0018955, Valid MRR: 0.38642, + + + +2023-05-21 14:46:47,947 - ice00001 - [INFO] - [E:173| 0]: Train Loss:0.0018867, Val MRR:0.38642, ice00001 +2023-05-21 14:47:58,328 - ice00001 - [INFO] - [E:17| 800]: Train Loss:0.0030697, Val MRR:0.08254, ice00001 +2023-05-21 14:48:27,499 - ice00001 - [INFO] - [E:173| 100]: Train Loss:0.0018943, Val MRR:0.38642, ice00001 +2023-05-21 14:49:25,730 - ice00001 - [INFO] - [E:17| 900]: Train Loss:0.0030638, Val MRR:0.08254, ice00001 +2023-05-21 14:49:58,654 - ice00001 - [INFO] - [E:173| 200]: Train Loss:0.0018943, Val MRR:0.38642, ice00001 +2023-05-21 14:50:34,189 - ice00001 - [INFO] - [Epoch:17]: Training Loss:0.003059 + +2023-05-21 14:50:34,633 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 14:50:57,145 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 14:51:18,886 - ice00001 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.09432, Head : 0.06985, Avg : 0.08209 + +2023-05-21 14:51:18,886 - ice00001 - [INFO] - [Epoch 17]: Training Loss: 0.0030591, Valid MRR: 0.08254, + + + +2023-05-21 14:51:19,902 - ice00001 - [INFO] - [E:18| 0]: Train Loss:0.0029766, Val MRR:0.08254, ice00001 +2023-05-21 14:51:39,097 - ice00001 - [INFO] - [E:173| 300]: Train Loss:0.0018929, Val MRR:0.38642, ice00001 +2023-05-21 14:52:56,407 - ice00001 - [INFO] - [E:18| 100]: Train Loss:0.0029949, Val MRR:0.08254, ice00001 +2023-05-21 14:53:17,984 - ice00001 - [INFO] - [E:173| 400]: Train Loss:0.0018938, Val MRR:0.38642, ice00001 +2023-05-21 14:54:33,715 - ice00001 - [INFO] - [E:18| 200]: Train Loss:0.0029904, Val MRR:0.08254, ice00001 +2023-05-21 14:54:58,250 - ice00001 - [INFO] - [E:173| 500]: Train Loss:0.001893, Val MRR:0.38642, ice00001 +2023-05-21 14:56:10,725 - ice00001 - [INFO] - [E:18| 300]: Train Loss:0.0029864, Val MRR:0.08254, ice00001 +2023-05-21 14:56:39,049 - ice00001 - [INFO] - [E:173| 600]: Train Loss:0.0018928, Val MRR:0.38642, ice00001 +2023-05-21 14:57:38,073 - ice00001 - [INFO] - [E:18| 400]: Train Loss:0.0029837, Val MRR:0.08254, ice00001 +2023-05-21 14:58:09,122 - ice00001 - [INFO] - [E:173| 700]: Train Loss:0.0018937, Val MRR:0.38642, ice00001 +2023-05-21 14:59:16,083 - ice00001 - [INFO] - [E:18| 500]: Train Loss:0.0029796, Val MRR:0.08254, ice00001 +2023-05-21 14:59:50,571 - ice00001 - [INFO] - [E:173| 800]: Train Loss:0.0018932, Val MRR:0.38642, ice00001 +2023-05-21 15:00:53,464 - ice00001 - [INFO] - [E:18| 600]: Train Loss:0.0029768, Val MRR:0.08254, ice00001 +2023-05-21 15:01:34,354 - ice00001 - [INFO] - [E:173| 900]: Train Loss:0.0018936, Val MRR:0.38642, ice00001 +2023-05-21 15:02:34,235 - ice00001 - [INFO] - [E:18| 700]: Train Loss:0.0029743, Val MRR:0.08254, ice00001 +2023-05-21 15:02:45,602 - ice00001 - [INFO] - [Epoch:173]: Training Loss:0.001894 + +2023-05-21 15:02:45,941 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:03:08,712 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:03:31,510 - ice00001 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.41167, Head : 0.3607, Avg : 0.38619 + +2023-05-21 15:03:31,510 - ice00001 - [INFO] - [Epoch 173]: Training Loss: 0.0018938, Valid MRR: 0.38642, + + + +2023-05-21 15:03:32,679 - ice00001 - [INFO] - [E:174| 0]: Train Loss:0.0018459, Val MRR:0.38642, ice00001 +2023-05-21 15:04:11,774 - ice00001 - [INFO] - [E:18| 800]: Train Loss:0.0029723, Val MRR:0.08254, ice00001 +2023-05-21 15:05:14,263 - ice00001 - [INFO] - [E:174| 100]: Train Loss:0.0018947, Val MRR:0.38642, ice00001 +2023-05-21 15:05:50,082 - ice00001 - [INFO] - [E:18| 900]: Train Loss:0.0029697, Val MRR:0.08254, ice00001 +2023-05-21 15:06:43,877 - ice00001 - [INFO] - [E:174| 200]: Train Loss:0.0018919, Val MRR:0.38642, ice00001 +2023-05-21 15:06:47,837 - ice00001 - [INFO] - [Epoch:18]: Training Loss:0.002968 + +2023-05-21 15:06:48,198 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:07:10,213 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:07:32,242 - ice00001 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.09511, Head : 0.06947, Avg : 0.08229 + +2023-05-21 15:07:32,242 - ice00001 - [INFO] - [Epoch 18]: Training Loss: 0.0029676, Valid MRR: 0.08254, + + + +2023-05-21 15:07:33,142 - ice00001 - [INFO] - [E:19| 0]: Train Loss:0.0029467, Val MRR:0.08254, ice00001 +2023-05-21 15:08:23,948 - ice00001 - [INFO] - [E:174| 300]: Train Loss:0.001891, Val MRR:0.38642, ice00001 +2023-05-21 15:09:10,026 - ice00001 - [INFO] - [E:19| 100]: Train Loss:0.0029418, Val MRR:0.08254, ice00001 +2023-05-21 15:10:04,561 - ice00001 - [INFO] - [E:174| 400]: Train Loss:0.0018918, Val MRR:0.38642, ice00001 +2023-05-21 15:10:47,338 - ice00001 - [INFO] - [E:19| 200]: Train Loss:0.0029384, Val MRR:0.08254, ice00001 +2023-05-21 15:11:44,735 - ice00001 - [INFO] - [E:174| 500]: Train Loss:0.0018909, Val MRR:0.38642, ice00001 +2023-05-21 15:12:25,506 - ice00001 - [INFO] - [E:19| 300]: Train Loss:0.0029368, Val MRR:0.08254, ice00001 +2023-05-21 15:13:25,619 - ice00001 - [INFO] - [E:174| 600]: Train Loss:0.0018915, Val MRR:0.38642, ice00001 +2023-05-21 15:14:03,535 - ice00001 - [INFO] - [E:19| 400]: Train Loss:0.0029352, Val MRR:0.08254, ice00001 +2023-05-21 15:14:56,532 - ice00001 - [INFO] - [E:174| 700]: Train Loss:0.0018922, Val MRR:0.38642, ice00001 +2023-05-21 15:15:30,683 - ice00001 - [INFO] - [E:19| 500]: Train Loss:0.0029333, Val MRR:0.08254, ice00001 +2023-05-21 15:16:37,038 - ice00001 - [INFO] - [E:174| 800]: Train Loss:0.0018925, Val MRR:0.38642, ice00001 +2023-05-21 15:17:08,264 - ice00001 - [INFO] - [E:19| 600]: Train Loss:0.0029324, Val MRR:0.08254, ice00001 +2023-05-21 15:18:17,283 - ice00001 - [INFO] - [E:174| 900]: Train Loss:0.001893, Val MRR:0.38642, ice00001 +2023-05-21 15:18:45,762 - ice00001 - [INFO] - [E:19| 700]: Train Loss:0.0029306, Val MRR:0.08254, ice00001 +2023-05-21 15:19:28,352 - ice00001 - [INFO] - [Epoch:174]: Training Loss:0.001893 + +2023-05-21 15:19:28,684 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:19:51,827 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:20:14,434 - ice00001 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.41177, Head : 0.36107, Avg : 0.38642 + +2023-05-21 15:20:14,435 - ice00001 - [INFO] - [Epoch 174]: Training Loss: 0.0018934, Valid MRR: 0.38642, + + + +2023-05-21 15:20:15,376 - ice00001 - [INFO] - [E:175| 0]: Train Loss:0.0018774, Val MRR:0.38642, ice00001 +2023-05-21 15:20:23,314 - ice00001 - [INFO] - [E:19| 800]: Train Loss:0.002929, Val MRR:0.08254, ice00001 +2023-05-21 15:21:54,614 - ice00001 - [INFO] - [E:175| 100]: Train Loss:0.0018938, Val MRR:0.38642, ice00001 +2023-05-21 15:22:00,170 - ice00001 - [INFO] - [E:19| 900]: Train Loss:0.0029268, Val MRR:0.08254, ice00001 +2023-05-21 15:23:08,462 - ice00001 - [INFO] - [Epoch:19]: Training Loss:0.002926 + +2023-05-21 15:23:08,720 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:23:25,971 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:23:28,717 - ice00001 - [INFO] - [E:175| 200]: Train Loss:0.0018905, Val MRR:0.38642, ice00001 +2023-05-21 15:23:41,517 - ice00001 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.09501, Head : 0.06922, Avg : 0.08211 + MR: Tail : 876.26, Head : 1038.9, Avg : 957.57 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.10001, Head : 0.06263, Avg : 0.08132 + Hit-10: Tail : 0.21544, Head : 0.15463, Avg : 0.18503 +2023-05-21 15:23:41,517 - ice00001 - [INFO] - [Epoch 19]: Training Loss: 0.0029255, Valid MRR: 0.08254, + + + +2023-05-21 15:23:42,572 - ice00001 - [INFO] - [E:20| 0]: Train Loss:0.0028917, Val MRR:0.08254, ice00001 +2023-05-21 15:25:05,334 - ice00001 - [INFO] - [E:175| 300]: Train Loss:0.0018912, Val MRR:0.38642, ice00001 +2023-05-21 15:25:20,166 - ice00001 - [INFO] - [E:20| 100]: Train Loss:0.0029105, Val MRR:0.08254, ice00001 +2023-05-21 15:26:45,982 - ice00001 - [INFO] - [E:175| 400]: Train Loss:0.0018903, Val MRR:0.38642, ice00001 +2023-05-21 15:26:57,884 - ice00001 - [INFO] - [E:20| 200]: Train Loss:0.0029121, Val MRR:0.08254, ice00001 +2023-05-21 15:28:26,784 - ice00001 - [INFO] - [E:175| 500]: Train Loss:0.0018899, Val MRR:0.38642, ice00001 +2023-05-21 15:28:35,602 - ice00001 - [INFO] - [E:20| 300]: Train Loss:0.0029114, Val MRR:0.08254, ice00001 +2023-05-21 15:30:07,131 - ice00001 - [INFO] - [E:175| 600]: Train Loss:0.0018898, Val MRR:0.38642, ice00001 +2023-05-21 15:30:12,819 - ice00001 - [INFO] - [E:20| 400]: Train Loss:0.0029099, Val MRR:0.08254, ice00001 +2023-05-21 15:31:47,947 - ice00001 - [INFO] - [E:175| 700]: Train Loss:0.0018908, Val MRR:0.38642, ice00001 +2023-05-21 15:31:50,186 - ice00001 - [INFO] - [E:20| 500]: Train Loss:0.0029097, Val MRR:0.08254, ice00001 +2023-05-21 15:33:17,384 - ice00001 - [INFO] - [E:20| 600]: Train Loss:0.0029086, Val MRR:0.08254, ice00001 +2023-05-21 15:33:18,837 - ice00001 - [INFO] - [E:175| 800]: Train Loss:0.0018908, Val MRR:0.38642, ice00001 +2023-05-21 15:34:54,823 - ice00001 - [INFO] - [E:20| 700]: Train Loss:0.0029082, Val MRR:0.08254, ice00001 +2023-05-21 15:34:59,352 - ice00001 - [INFO] - [E:175| 900]: Train Loss:0.0018914, Val MRR:0.38642, ice00001 +2023-05-21 15:36:08,687 - ice00001 - [INFO] - [Epoch:175]: Training Loss:0.001892 + +2023-05-21 15:36:09,033 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:36:31,037 - ice00001 - [INFO] - [E:20| 800]: Train Loss:0.002908, Val MRR:0.08254, ice00001 +2023-05-21 15:36:31,992 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:36:53,925 - ice00001 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.41094, Head : 0.35975, Avg : 0.38534 + +2023-05-21 15:36:53,925 - ice00001 - [INFO] - [Epoch 175]: Training Loss: 0.0018918, Valid MRR: 0.38642, + + + +2023-05-21 15:36:55,104 - ice00001 - [INFO] - [E:176| 0]: Train Loss:0.0019094, Val MRR:0.38642, ice00001 +2023-05-21 15:38:08,352 - ice00001 - [INFO] - [E:20| 900]: Train Loss:0.0029076, Val MRR:0.08254, ice00001 +2023-05-21 15:38:35,303 - ice00001 - [INFO] - [E:176| 100]: Train Loss:0.0018896, Val MRR:0.38642, ice00001 +2023-05-21 15:39:17,153 - ice00001 - [INFO] - [Epoch:20]: Training Loss:0.002907 + +2023-05-21 15:39:17,532 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:39:40,230 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:40:02,535 - ice00001 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.09516, Head : 0.06952, Avg : 0.08234 + +2023-05-21 15:40:02,536 - ice00001 - [INFO] - [Epoch 20]: Training Loss: 0.0029072, Valid MRR: 0.08254, + + + +2023-05-21 15:40:03,676 - ice00001 - [INFO] - [E:21| 0]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 15:40:16,300 - ice00001 - [INFO] - [E:176| 200]: Train Loss:0.0018875, Val MRR:0.38642, ice00001 +2023-05-21 15:41:31,198 - ice00001 - [INFO] - [E:21| 100]: Train Loss:0.0028943, Val MRR:0.08254, ice00001 +2023-05-21 15:41:46,492 - ice00001 - [INFO] - [E:176| 300]: Train Loss:0.0018879, Val MRR:0.38642, ice00001 +2023-05-21 15:43:08,014 - ice00001 - [INFO] - [E:21| 200]: Train Loss:0.0028966, Val MRR:0.08254, ice00001 +2023-05-21 15:43:26,603 - ice00001 - [INFO] - [E:176| 400]: Train Loss:0.0018885, Val MRR:0.38642, ice00001 +2023-05-21 15:44:46,317 - ice00001 - [INFO] - [E:21| 300]: Train Loss:0.0028958, Val MRR:0.08254, ice00001 +2023-05-21 15:45:07,520 - ice00001 - [INFO] - [E:176| 500]: Train Loss:0.0018887, Val MRR:0.38642, ice00001 +2023-05-21 15:46:23,562 - ice00001 - [INFO] - [E:21| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-21 15:46:48,551 - ice00001 - [INFO] - [E:176| 600]: Train Loss:0.0018888, Val MRR:0.38642, ice00001 +2023-05-21 15:48:01,193 - ice00001 - [INFO] - [E:21| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-21 15:48:29,758 - ice00001 - [INFO] - [E:176| 700]: Train Loss:0.0018889, Val MRR:0.38642, ice00001 +2023-05-21 15:49:33,969 - ice00001 - [INFO] - [E:21| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 15:50:01,437 - ice00001 - [INFO] - [E:176| 800]: Train Loss:0.0018893, Val MRR:0.38642, ice00001 +2023-05-21 15:51:06,906 - ice00001 - [INFO] - [E:21| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 15:51:40,598 - ice00001 - [INFO] - [E:176| 900]: Train Loss:0.0018904, Val MRR:0.38642, ice00001 +2023-05-21 15:52:43,921 - ice00001 - [INFO] - [E:21| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 15:52:51,271 - ice00001 - [INFO] - [Epoch:176]: Training Loss:0.001891 + +2023-05-21 15:52:51,609 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:53:14,719 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:53:37,175 - ice00001 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.41198, Head : 0.36029, Avg : 0.38613 + +2023-05-21 15:53:37,175 - ice00001 - [INFO] - [Epoch 176]: Training Loss: 0.0018907, Valid MRR: 0.38642, + + + +2023-05-21 15:53:38,347 - ice00001 - [INFO] - [E:177| 0]: Train Loss:0.0018981, Val MRR:0.38642, ice00001 +2023-05-21 15:54:21,757 - ice00001 - [INFO] - [E:21| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 15:55:18,938 - ice00001 - [INFO] - [E:177| 100]: Train Loss:0.0018916, Val MRR:0.38642, ice00001 +2023-05-21 15:55:30,435 - ice00001 - [INFO] - [Epoch:21]: Training Loss:0.002902 + +2023-05-21 15:55:30,930 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 15:55:53,482 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 15:56:15,431 - ice00001 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.0955, Head : 0.06894, Avg : 0.08222 + +2023-05-21 15:56:15,431 - ice00001 - [INFO] - [Epoch 21]: Training Loss: 0.0029022, Valid MRR: 0.08254, + + + +2023-05-21 15:56:16,441 - ice00001 - [INFO] - [E:22| 0]: Train Loss:0.0028676, Val MRR:0.08254, ice00001 +2023-05-21 15:56:59,586 - ice00001 - [INFO] - [E:177| 200]: Train Loss:0.0018887, Val MRR:0.38642, ice00001 +2023-05-21 15:57:54,408 - ice00001 - [INFO] - [E:22| 100]: Train Loss:0.002906, Val MRR:0.08254, ice00001 +2023-05-21 15:58:32,653 - ice00001 - [INFO] - [E:177| 300]: Train Loss:0.0018868, Val MRR:0.38642, ice00001 +2023-05-21 15:59:21,360 - ice00001 - [INFO] - [E:22| 200]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-21 16:00:10,809 - ice00001 - [INFO] - [E:177| 400]: Train Loss:0.0018865, Val MRR:0.38642, ice00001 +2023-05-21 16:00:59,149 - ice00001 - [INFO] - [E:22| 300]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 16:01:51,579 - ice00001 - [INFO] - [E:177| 500]: Train Loss:0.0018876, Val MRR:0.38642, ice00001 +2023-05-21 16:02:36,140 - ice00001 - [INFO] - [E:22| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 16:03:32,194 - ice00001 - [INFO] - [E:177| 600]: Train Loss:0.001888, Val MRR:0.38642, ice00001 +2023-05-21 16:04:13,763 - ice00001 - [INFO] - [E:22| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-21 16:05:11,318 - ice00001 - [INFO] - [E:177| 700]: Train Loss:0.0018887, Val MRR:0.38642, ice00001 +2023-05-21 16:05:49,991 - ice00001 - [INFO] - [E:22| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 16:06:51,858 - ice00001 - [INFO] - [E:177| 800]: Train Loss:0.0018887, Val MRR:0.38642, ice00001 +2023-05-21 16:07:17,036 - ice00001 - [INFO] - [E:22| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 16:08:22,431 - ice00001 - [INFO] - [E:177| 900]: Train Loss:0.001889, Val MRR:0.38642, ice00001 +2023-05-21 16:08:54,526 - ice00001 - [INFO] - [E:22| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 16:09:33,743 - ice00001 - [INFO] - [Epoch:177]: Training Loss:0.00189 + +2023-05-21 16:09:34,000 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 16:09:56,921 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 16:10:19,263 - ice00001 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.41021, Head : 0.36236, Avg : 0.38629 + +2023-05-21 16:10:19,263 - ice00001 - [INFO] - [Epoch 177]: Training Loss: 0.0018896, Valid MRR: 0.38642, + + + +2023-05-21 16:10:20,389 - ice00001 - [INFO] - [E:178| 0]: Train Loss:0.001901, Val MRR:0.38642, ice00001 +2023-05-21 16:10:32,547 - ice00001 - [INFO] - [E:22| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 16:11:41,294 - ice00001 - [INFO] - [Epoch:22]: Training Loss:0.002902 + +2023-05-21 16:11:41,672 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 16:12:00,490 - ice00001 - [INFO] - [E:178| 100]: Train Loss:0.0018886, Val MRR:0.38642, ice00001 +2023-05-21 16:12:04,483 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 16:12:26,652 - ice00001 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.09475, Head : 0.06939, Avg : 0.08207 + +2023-05-21 16:12:26,652 - ice00001 - [INFO] - [Epoch 22]: Training Loss: 0.0029017, Valid MRR: 0.08254, + + + +2023-05-21 16:12:27,793 - ice00001 - [INFO] - [E:23| 0]: Train Loss:0.0029466, Val MRR:0.08254, ice00001 +2023-05-21 16:13:40,898 - ice00001 - [INFO] - [E:178| 200]: Train Loss:0.0018871, Val MRR:0.38642, ice00001 +2023-05-21 16:14:05,276 - ice00001 - [INFO] - [E:23| 100]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-21 16:15:21,541 - ice00001 - [INFO] - [E:178| 300]: Train Loss:0.0018859, Val MRR:0.38642, ice00001 +2023-05-21 16:15:42,723 - ice00001 - [INFO] - [E:23| 200]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-21 16:16:51,499 - ice00001 - [INFO] - [E:178| 400]: Train Loss:0.0018856, Val MRR:0.38642, ice00001 +2023-05-21 16:17:10,001 - ice00001 - [INFO] - [E:23| 300]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-21 16:18:31,979 - ice00001 - [INFO] - [E:178| 500]: Train Loss:0.0018873, Val MRR:0.38642, ice00001 +2023-05-21 16:18:47,010 - ice00001 - [INFO] - [E:23| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-21 16:20:11,148 - ice00001 - [INFO] - [E:178| 600]: Train Loss:0.0018881, Val MRR:0.38642, ice00001 +2023-05-21 16:20:23,142 - ice00001 - [INFO] - [E:23| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 16:21:51,983 - ice00001 - [INFO] - [E:178| 700]: Train Loss:0.0018884, Val MRR:0.38642, ice00001 +2023-05-21 16:22:00,733 - ice00001 - [INFO] - [E:23| 600]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 16:23:33,391 - ice00001 - [INFO] - [E:178| 800]: Train Loss:0.0018889, Val MRR:0.38642, ice00001 +2023-05-21 16:23:37,705 - ice00001 - [INFO] - [E:23| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 16:25:03,453 - ice00001 - [INFO] - [E:178| 900]: Train Loss:0.0018884, Val MRR:0.38642, ice00001 +2023-05-21 16:25:04,521 - ice00001 - [INFO] - [E:23| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 16:26:14,774 - ice00001 - [INFO] - [Epoch:178]: Training Loss:0.001889 + +2023-05-21 16:26:15,029 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 16:26:37,940 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 16:26:42,152 - ice00001 - [INFO] - [E:23| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 16:27:00,660 - ice00001 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.41098, Head : 0.36252, Avg : 0.38675 + +2023-05-21 16:27:01,982 - ice00001 - [INFO] - [Epoch 178]: Training Loss: 0.0018891, Valid MRR: 0.38675, + + + +2023-05-21 16:27:02,739 - ice00001 - [INFO] - [E:179| 0]: Train Loss:0.0019075, Val MRR:0.38675, ice00001 +2023-05-21 16:27:50,728 - ice00001 - [INFO] - [Epoch:23]: Training Loss:0.002901 + +2023-05-21 16:27:51,106 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 16:28:14,016 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 16:28:36,181 - ice00001 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.09357, Head : 0.06961, Avg : 0.08159 + +2023-05-21 16:28:36,181 - ice00001 - [INFO] - [Epoch 23]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-21 16:28:37,305 - ice00001 - [INFO] - [E:24| 0]: Train Loss:0.0030078, Val MRR:0.08254, ice00001 +2023-05-21 16:28:44,004 - ice00001 - [INFO] - [E:179| 100]: Train Loss:0.0018842, Val MRR:0.38675, ice00001 +2023-05-21 16:30:14,967 - ice00001 - [INFO] - [E:24| 100]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 16:30:24,758 - ice00001 - [INFO] - [E:179| 200]: Train Loss:0.0018857, Val MRR:0.38675, ice00001 +2023-05-21 16:31:52,717 - ice00001 - [INFO] - [E:24| 200]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 16:32:05,798 - ice00001 - [INFO] - [E:179| 300]: Train Loss:0.0018857, Val MRR:0.38675, ice00001 +2023-05-21 16:33:22,121 - ice00001 - [INFO] - [E:24| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 16:33:35,652 - ice00001 - [INFO] - [E:179| 400]: Train Loss:0.0018846, Val MRR:0.38675, ice00001 +2023-05-21 16:34:55,675 - ice00001 - [INFO] - [E:24| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 16:35:15,336 - ice00001 - [INFO] - [E:179| 500]: Train Loss:0.001885, Val MRR:0.38675, ice00001 +2023-05-21 16:36:33,477 - ice00001 - [INFO] - [E:24| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 16:36:56,061 - ice00001 - [INFO] - [E:179| 600]: Train Loss:0.0018857, Val MRR:0.38675, ice00001 +2023-05-21 16:38:13,459 - ice00001 - [INFO] - [E:24| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-21 16:38:39,185 - ice00001 - [INFO] - [E:179| 700]: Train Loss:0.0018857, Val MRR:0.38675, ice00001 +2023-05-21 16:39:51,536 - ice00001 - [INFO] - [E:24| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 16:40:19,887 - ice00001 - [INFO] - [E:179| 800]: Train Loss:0.0018864, Val MRR:0.38675, ice00001 +2023-05-21 16:41:29,489 - ice00001 - [INFO] - [E:24| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 16:42:00,476 - ice00001 - [INFO] - [E:179| 900]: Train Loss:0.0018876, Val MRR:0.38675, ice00001 +2023-05-21 16:42:56,229 - ice00001 - [INFO] - [E:24| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 16:43:00,702 - ice00001 - [INFO] - [Epoch:179]: Training Loss:0.001888 + +2023-05-21 16:43:00,958 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 16:43:23,643 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 16:43:46,302 - ice00001 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.41283, Head : 0.36146, Avg : 0.38715 + MR: Tail : 252.82, Head : 286.91, Avg : 269.86 + Hit-1: Tail : 0.30635, Head : 0.25792, Avg : 0.28213 + Hit-3: Tail : 0.46778, Head : 0.41134, Avg : 0.43956 + Hit-10: Tail : 0.61439, Head : 0.56572, Avg : 0.59006 +2023-05-21 16:43:47,688 - ice00001 - [INFO] - [Epoch 179]: Training Loss: 0.0018879, Valid MRR: 0.38715, + + + +2023-05-21 16:43:48,609 - ice00001 - [INFO] - [E:180| 0]: Train Loss:0.0018869, Val MRR:0.38715, ice00001 +2023-05-21 16:44:04,489 - ice00001 - [INFO] - [Epoch:24]: Training Loss:0.002902 + +2023-05-21 16:44:04,942 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 16:44:27,883 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 16:44:50,068 - ice00001 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.09564, Head : 0.0691, Avg : 0.08237 + +2023-05-21 16:44:50,068 - ice00001 - [INFO] - [Epoch 24]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 16:44:50,990 - ice00001 - [INFO] - [E:25| 0]: Train Loss:0.0028768, Val MRR:0.08254, ice00001 +2023-05-21 16:45:29,011 - ice00001 - [INFO] - [E:180| 100]: Train Loss:0.0018834, Val MRR:0.38715, ice00001 +2023-05-21 16:46:28,955 - ice00001 - [INFO] - [E:25| 100]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-21 16:47:09,091 - ice00001 - [INFO] - [E:180| 200]: Train Loss:0.0018838, Val MRR:0.38715, ice00001 +2023-05-21 16:48:06,048 - ice00001 - [INFO] - [E:25| 200]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-21 16:48:48,030 - ice00001 - [INFO] - [E:180| 300]: Train Loss:0.0018839, Val MRR:0.38715, ice00001 +2023-05-21 16:49:42,705 - ice00001 - [INFO] - [E:25| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 16:50:28,103 - ice00001 - [INFO] - [E:180| 400]: Train Loss:0.0018842, Val MRR:0.38715, ice00001 +2023-05-21 16:51:09,552 - ice00001 - [INFO] - [E:25| 400]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 16:51:58,596 - ice00001 - [INFO] - [E:180| 500]: Train Loss:0.0018844, Val MRR:0.38715, ice00001 +2023-05-21 16:52:47,068 - ice00001 - [INFO] - [E:25| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 16:53:38,865 - ice00001 - [INFO] - [E:180| 600]: Train Loss:0.0018853, Val MRR:0.38715, ice00001 +2023-05-21 16:54:24,714 - ice00001 - [INFO] - [E:25| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 16:55:19,252 - ice00001 - [INFO] - [E:180| 700]: Train Loss:0.0018861, Val MRR:0.38715, ice00001 +2023-05-21 16:56:02,266 - ice00001 - [INFO] - [E:25| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 16:56:59,782 - ice00001 - [INFO] - [E:180| 800]: Train Loss:0.001886, Val MRR:0.38715, ice00001 +2023-05-21 16:57:40,237 - ice00001 - [INFO] - [E:25| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 16:58:40,736 - ice00001 - [INFO] - [E:180| 900]: Train Loss:0.0018866, Val MRR:0.38715, ice00001 +2023-05-21 16:59:17,706 - ice00001 - [INFO] - [E:25| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 16:59:42,068 - ice00001 - [INFO] - [Epoch:180]: Training Loss:0.001887 + +2023-05-21 16:59:42,289 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:00:04,234 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:00:16,094 - ice00001 - [INFO] - [Epoch:25]: Training Loss:0.002901 + +2023-05-21 17:00:16,596 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:00:26,656 - ice00001 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.41165, Head : 0.36203, Avg : 0.38684 + +2023-05-21 17:00:26,656 - ice00001 - [INFO] - [Epoch 180]: Training Loss: 0.001887, Valid MRR: 0.38715, + + + +2023-05-21 17:00:27,833 - ice00001 - [INFO] - [E:181| 0]: Train Loss:0.0018951, Val MRR:0.38715, ice00001 +2023-05-21 17:00:39,166 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:01:01,374 - ice00001 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.09421, Head : 0.06878, Avg : 0.0815 + +2023-05-21 17:01:01,374 - ice00001 - [INFO] - [Epoch 25]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 17:01:02,148 - ice00001 - [INFO] - [E:26| 0]: Train Loss:0.0028624, Val MRR:0.08254, ice00001 +2023-05-21 17:02:08,012 - ice00001 - [INFO] - [E:181| 100]: Train Loss:0.0018829, Val MRR:0.38715, ice00001 +2023-05-21 17:02:39,222 - ice00001 - [INFO] - [E:26| 100]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-21 17:03:47,035 - ice00001 - [INFO] - [E:181| 200]: Train Loss:0.0018802, Val MRR:0.38715, ice00001 +2023-05-21 17:04:17,459 - ice00001 - [INFO] - [E:26| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 17:05:27,902 - ice00001 - [INFO] - [E:181| 300]: Train Loss:0.0018782, Val MRR:0.38715, ice00001 +2023-05-21 17:05:55,499 - ice00001 - [INFO] - [E:26| 300]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 17:07:08,585 - ice00001 - [INFO] - [E:181| 400]: Train Loss:0.0018801, Val MRR:0.38715, ice00001 +2023-05-21 17:07:34,123 - ice00001 - [INFO] - [E:26| 400]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 17:08:38,937 - ice00001 - [INFO] - [E:181| 500]: Train Loss:0.0018816, Val MRR:0.38715, ice00001 +2023-05-21 17:09:01,203 - ice00001 - [INFO] - [E:26| 500]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 17:10:19,819 - ice00001 - [INFO] - [E:181| 600]: Train Loss:0.0018827, Val MRR:0.38715, ice00001 +2023-05-21 17:10:39,083 - ice00001 - [INFO] - [E:26| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 17:12:00,265 - ice00001 - [INFO] - [E:181| 700]: Train Loss:0.0018835, Val MRR:0.38715, ice00001 +2023-05-21 17:12:17,118 - ice00001 - [INFO] - [E:26| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 17:13:41,396 - ice00001 - [INFO] - [E:181| 800]: Train Loss:0.0018846, Val MRR:0.38715, ice00001 +2023-05-21 17:13:54,787 - ice00001 - [INFO] - [E:26| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 17:15:22,247 - ice00001 - [INFO] - [E:181| 900]: Train Loss:0.0018854, Val MRR:0.38715, ice00001 +2023-05-21 17:15:32,304 - ice00001 - [INFO] - [E:26| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 17:16:33,135 - ice00001 - [INFO] - [Epoch:181]: Training Loss:0.001886 + +2023-05-21 17:16:33,519 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:16:40,568 - ice00001 - [INFO] - [Epoch:26]: Training Loss:0.002901 + +2023-05-21 17:16:40,902 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:16:52,042 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:16:56,221 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:17:06,985 - ice00001 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.41118, Head : 0.3605, Avg : 0.38584 + +2023-05-21 17:17:06,985 - ice00001 - [INFO] - [Epoch 181]: Training Loss: 0.0018856, Valid MRR: 0.38715, + + + +2023-05-21 17:17:08,117 - ice00001 - [INFO] - [E:182| 0]: Train Loss:0.0019089, Val MRR:0.38715, ice00001 +2023-05-21 17:17:13,262 - ice00001 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.09302, Head : 0.06981, Avg : 0.08141 + +2023-05-21 17:17:13,262 - ice00001 - [INFO] - [Epoch 26]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 17:17:14,094 - ice00001 - [INFO] - [E:27| 0]: Train Loss:0.002913, Val MRR:0.08254, ice00001 +2023-05-21 17:18:47,870 - ice00001 - [INFO] - [E:182| 100]: Train Loss:0.0018795, Val MRR:0.38715, ice00001 +2023-05-21 17:18:51,712 - ice00001 - [INFO] - [E:27| 100]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-21 17:20:29,053 - ice00001 - [INFO] - [E:182| 200]: Train Loss:0.0018817, Val MRR:0.38715, ice00001 +2023-05-21 17:20:30,112 - ice00001 - [INFO] - [E:27| 200]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 17:22:08,170 - ice00001 - [INFO] - [E:27| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 17:22:09,810 - ice00001 - [INFO] - [E:182| 300]: Train Loss:0.0018809, Val MRR:0.38715, ice00001 +2023-05-21 17:23:45,764 - ice00001 - [INFO] - [E:27| 400]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-21 17:23:50,354 - ice00001 - [INFO] - [E:182| 400]: Train Loss:0.0018828, Val MRR:0.38715, ice00001 +2023-05-21 17:25:22,984 - ice00001 - [INFO] - [E:27| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 17:25:29,823 - ice00001 - [INFO] - [E:182| 500]: Train Loss:0.0018832, Val MRR:0.38715, ice00001 +2023-05-21 17:26:53,463 - ice00001 - [INFO] - [E:27| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 17:27:03,598 - ice00001 - [INFO] - [E:182| 600]: Train Loss:0.0018836, Val MRR:0.38715, ice00001 +2023-05-21 17:28:31,227 - ice00001 - [INFO] - [E:27| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 17:28:44,308 - ice00001 - [INFO] - [E:182| 700]: Train Loss:0.0018834, Val MRR:0.38715, ice00001 +2023-05-21 17:30:08,814 - ice00001 - [INFO] - [E:27| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 17:30:25,363 - ice00001 - [INFO] - [E:182| 800]: Train Loss:0.0018842, Val MRR:0.38715, ice00001 +2023-05-21 17:31:45,161 - ice00001 - [INFO] - [E:27| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 17:32:04,667 - ice00001 - [INFO] - [E:182| 900]: Train Loss:0.0018849, Val MRR:0.38715, ice00001 +2023-05-21 17:32:52,804 - ice00001 - [INFO] - [Epoch:27]: Training Loss:0.002902 + +2023-05-21 17:32:53,159 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:33:14,750 - ice00001 - [INFO] - [Epoch:182]: Training Loss:0.001885 + +2023-05-21 17:33:15,084 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:33:15,750 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:33:37,748 - ice00001 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.09524, Head : 0.06918, Avg : 0.08221 + +2023-05-21 17:33:37,748 - ice00001 - [INFO] - [Epoch 27]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 17:33:38,219 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:33:38,886 - ice00001 - [INFO] - [E:28| 0]: Train Loss:0.0028744, Val MRR:0.08254, ice00001 +2023-05-21 17:34:01,103 - ice00001 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.41191, Head : 0.3609, Avg : 0.38641 + +2023-05-21 17:34:01,103 - ice00001 - [INFO] - [Epoch 182]: Training Loss: 0.0018851, Valid MRR: 0.38715, + + + +2023-05-21 17:34:01,998 - ice00001 - [INFO] - [E:183| 0]: Train Loss:0.0019454, Val MRR:0.38715, ice00001 +2023-05-21 17:35:05,625 - ice00001 - [INFO] - [E:28| 100]: Train Loss:0.0028962, Val MRR:0.08254, ice00001 +2023-05-21 17:35:32,329 - ice00001 - [INFO] - [E:183| 100]: Train Loss:0.0018835, Val MRR:0.38715, ice00001 +2023-05-21 17:36:43,530 - ice00001 - [INFO] - [E:28| 200]: Train Loss:0.0028957, Val MRR:0.08254, ice00001 +2023-05-21 17:37:12,482 - ice00001 - [INFO] - [E:183| 200]: Train Loss:0.0018824, Val MRR:0.38715, ice00001 +2023-05-21 17:38:21,744 - ice00001 - [INFO] - [E:28| 300]: Train Loss:0.0028967, Val MRR:0.08254, ice00001 +2023-05-21 17:38:53,275 - ice00001 - [INFO] - [E:183| 300]: Train Loss:0.0018799, Val MRR:0.38715, ice00001 +2023-05-21 17:39:58,900 - ice00001 - [INFO] - [E:28| 400]: Train Loss:0.0028982, Val MRR:0.08254, ice00001 +2023-05-21 17:40:33,988 - ice00001 - [INFO] - [E:183| 400]: Train Loss:0.0018808, Val MRR:0.38715, ice00001 +2023-05-21 17:41:36,048 - ice00001 - [INFO] - [E:28| 500]: Train Loss:0.0028992, Val MRR:0.08254, ice00001 +2023-05-21 17:42:14,819 - ice00001 - [INFO] - [E:183| 500]: Train Loss:0.0018815, Val MRR:0.38715, ice00001 +2023-05-21 17:43:08,699 - ice00001 - [INFO] - [E:28| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 17:43:44,375 - ice00001 - [INFO] - [E:183| 600]: Train Loss:0.0018827, Val MRR:0.38715, ice00001 +2023-05-21 17:44:41,247 - ice00001 - [INFO] - [E:28| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 17:45:24,276 - ice00001 - [INFO] - [E:183| 700]: Train Loss:0.0018831, Val MRR:0.38715, ice00001 +2023-05-21 17:46:17,854 - ice00001 - [INFO] - [E:28| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 17:47:03,565 - ice00001 - [INFO] - [E:183| 800]: Train Loss:0.0018837, Val MRR:0.38715, ice00001 +2023-05-21 17:47:54,606 - ice00001 - [INFO] - [E:28| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 17:48:44,266 - ice00001 - [INFO] - [E:183| 900]: Train Loss:0.0018841, Val MRR:0.38715, ice00001 +2023-05-21 17:49:03,571 - ice00001 - [INFO] - [Epoch:28]: Training Loss:0.002901 + +2023-05-21 17:49:03,839 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:49:26,284 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:49:48,806 - ice00001 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.09487, Head : 0.06903, Avg : 0.08195 + +2023-05-21 17:49:48,806 - ice00001 - [INFO] - [Epoch 28]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 17:49:49,932 - ice00001 - [INFO] - [E:29| 0]: Train Loss:0.0029188, Val MRR:0.08254, ice00001 +2023-05-21 17:49:54,647 - ice00001 - [INFO] - [Epoch:183]: Training Loss:0.001884 + +2023-05-21 17:49:54,979 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 17:50:18,284 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 17:50:40,889 - ice00001 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.41175, Head : 0.36131, Avg : 0.38653 + +2023-05-21 17:50:40,889 - ice00001 - [INFO] - [Epoch 183]: Training Loss: 0.0018837, Valid MRR: 0.38715, + + + +2023-05-21 17:50:42,102 - ice00001 - [INFO] - [E:184| 0]: Train Loss:0.0018643, Val MRR:0.38715, ice00001 +2023-05-21 17:51:27,630 - ice00001 - [INFO] - [E:29| 100]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 17:52:12,258 - ice00001 - [INFO] - [E:184| 100]: Train Loss:0.0018828, Val MRR:0.38715, ice00001 +2023-05-21 17:52:55,349 - ice00001 - [INFO] - [E:29| 200]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 17:53:52,751 - ice00001 - [INFO] - [E:184| 200]: Train Loss:0.0018795, Val MRR:0.38715, ice00001 +2023-05-21 17:54:32,755 - ice00001 - [INFO] - [E:29| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 17:55:32,593 - ice00001 - [INFO] - [E:184| 300]: Train Loss:0.0018813, Val MRR:0.38715, ice00001 +2023-05-21 17:56:10,163 - ice00001 - [INFO] - [E:29| 400]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-21 17:57:13,040 - ice00001 - [INFO] - [E:184| 400]: Train Loss:0.0018817, Val MRR:0.38715, ice00001 +2023-05-21 17:57:47,884 - ice00001 - [INFO] - [E:29| 500]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-21 17:58:53,673 - ice00001 - [INFO] - [E:184| 500]: Train Loss:0.0018823, Val MRR:0.38715, ice00001 +2023-05-21 17:59:25,272 - ice00001 - [INFO] - [E:29| 600]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 18:00:28,506 - ice00001 - [INFO] - [E:184| 600]: Train Loss:0.0018818, Val MRR:0.38715, ice00001 +2023-05-21 18:00:51,501 - ice00001 - [INFO] - [E:29| 700]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 18:02:02,934 - ice00001 - [INFO] - [E:184| 700]: Train Loss:0.0018817, Val MRR:0.38715, ice00001 +2023-05-21 18:02:28,732 - ice00001 - [INFO] - [E:29| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 18:03:43,777 - ice00001 - [INFO] - [E:184| 800]: Train Loss:0.0018821, Val MRR:0.38715, ice00001 +2023-05-21 18:04:06,575 - ice00001 - [INFO] - [E:29| 900]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 18:05:15,259 - ice00001 - [INFO] - [Epoch:29]: Training Loss:0.002902 + +2023-05-21 18:05:15,595 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:05:24,606 - ice00001 - [INFO] - [E:184| 900]: Train Loss:0.001883, Val MRR:0.38715, ice00001 +2023-05-21 18:05:38,412 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:06:00,335 - ice00001 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.09311, Head : 0.06965, Avg : 0.08138 + MR: Tail : 834.87, Head : 983.42, Avg : 909.15 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.08181, Head : 0.06506, Avg : 0.07343 + Hit-10: Tail : 0.21022, Head : 0.15706, Avg : 0.18364 +2023-05-21 18:06:00,335 - ice00001 - [INFO] - [Epoch 29]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 18:06:01,377 - ice00001 - [INFO] - [E:30| 0]: Train Loss:0.0029383, Val MRR:0.08254, ice00001 +2023-05-21 18:06:34,925 - ice00001 - [INFO] - [Epoch:184]: Training Loss:0.001883 + +2023-05-21 18:06:35,429 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:06:58,472 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:07:21,092 - ice00001 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.41269, Head : 0.36138, Avg : 0.38703 + +2023-05-21 18:07:21,092 - ice00001 - [INFO] - [Epoch 184]: Training Loss: 0.0018831, Valid MRR: 0.38715, + + + +2023-05-21 18:07:22,263 - ice00001 - [INFO] - [E:185| 0]: Train Loss:0.0018078, Val MRR:0.38715, ice00001 +2023-05-21 18:07:39,416 - ice00001 - [INFO] - [E:30| 100]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 18:09:02,905 - ice00001 - [INFO] - [E:185| 100]: Train Loss:0.0018836, Val MRR:0.38715, ice00001 +2023-05-21 18:09:12,402 - ice00001 - [INFO] - [E:30| 200]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-21 18:10:33,460 - ice00001 - [INFO] - [E:185| 200]: Train Loss:0.0018795, Val MRR:0.38715, ice00001 +2023-05-21 18:10:44,050 - ice00001 - [INFO] - [E:30| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 18:12:14,651 - ice00001 - [INFO] - [E:185| 300]: Train Loss:0.001879, Val MRR:0.38715, ice00001 +2023-05-21 18:12:21,406 - ice00001 - [INFO] - [E:30| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 18:13:55,014 - ice00001 - [INFO] - [E:185| 400]: Train Loss:0.0018816, Val MRR:0.38715, ice00001 +2023-05-21 18:13:58,764 - ice00001 - [INFO] - [E:30| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 18:15:36,513 - ice00001 - [INFO] - [E:185| 500]: Train Loss:0.0018813, Val MRR:0.38715, ice00001 +2023-05-21 18:15:37,262 - ice00001 - [INFO] - [E:30| 600]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 18:17:15,141 - ice00001 - [INFO] - [E:30| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 18:17:16,819 - ice00001 - [INFO] - [E:185| 600]: Train Loss:0.001881, Val MRR:0.38715, ice00001 +2023-05-21 18:18:42,184 - ice00001 - [INFO] - [E:30| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 18:18:47,749 - ice00001 - [INFO] - [E:185| 700]: Train Loss:0.0018819, Val MRR:0.38715, ice00001 +2023-05-21 18:20:20,118 - ice00001 - [INFO] - [E:30| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 18:20:28,838 - ice00001 - [INFO] - [E:185| 800]: Train Loss:0.001882, Val MRR:0.38715, ice00001 +2023-05-21 18:21:28,434 - ice00001 - [INFO] - [Epoch:30]: Training Loss:0.002901 + +2023-05-21 18:21:28,812 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:21:51,392 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:22:09,466 - ice00001 - [INFO] - [E:185| 900]: Train Loss:0.001882, Val MRR:0.38715, ice00001 +2023-05-21 18:22:13,261 - ice00001 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.09253, Head : 0.07025, Avg : 0.08139 + +2023-05-21 18:22:13,261 - ice00001 - [INFO] - [Epoch 30]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 18:22:14,403 - ice00001 - [INFO] - [E:31| 0]: Train Loss:0.0029163, Val MRR:0.08254, ice00001 +2023-05-21 18:23:19,901 - ice00001 - [INFO] - [Epoch:185]: Training Loss:0.001882 + +2023-05-21 18:23:20,247 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:23:43,534 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:23:51,171 - ice00001 - [INFO] - [E:31| 100]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-21 18:24:06,288 - ice00001 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.41226, Head : 0.36254, Avg : 0.3874 + +2023-05-21 18:24:07,697 - ice00001 - [INFO] - [Epoch 185]: Training Loss: 0.0018823, Valid MRR: 0.3874, + + + +2023-05-21 18:24:09,053 - ice00001 - [INFO] - [E:186| 0]: Train Loss:0.0019075, Val MRR:0.3874, ice00001 +2023-05-21 18:25:29,438 - ice00001 - [INFO] - [E:31| 200]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 18:25:50,363 - ice00001 - [INFO] - [E:186| 100]: Train Loss:0.0018838, Val MRR:0.3874, ice00001 +2023-05-21 18:26:56,223 - ice00001 - [INFO] - [E:31| 300]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-21 18:27:20,678 - ice00001 - [INFO] - [E:186| 200]: Train Loss:0.0018806, Val MRR:0.3874, ice00001 +2023-05-21 18:28:33,188 - ice00001 - [INFO] - [E:31| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-21 18:29:00,216 - ice00001 - [INFO] - [E:186| 300]: Train Loss:0.0018809, Val MRR:0.3874, ice00001 +2023-05-21 18:30:09,953 - ice00001 - [INFO] - [E:31| 500]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 18:30:39,568 - ice00001 - [INFO] - [E:186| 400]: Train Loss:0.0018814, Val MRR:0.3874, ice00001 +2023-05-21 18:31:47,033 - ice00001 - [INFO] - [E:31| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 18:32:20,378 - ice00001 - [INFO] - [E:186| 500]: Train Loss:0.0018809, Val MRR:0.3874, ice00001 +2023-05-21 18:33:24,313 - ice00001 - [INFO] - [E:31| 700]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 18:34:01,514 - ice00001 - [INFO] - [E:186| 600]: Train Loss:0.0018802, Val MRR:0.3874, ice00001 +2023-05-21 18:35:02,455 - ice00001 - [INFO] - [E:31| 800]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 18:35:32,428 - ice00001 - [INFO] - [E:186| 700]: Train Loss:0.00188, Val MRR:0.3874, ice00001 +2023-05-21 18:36:30,394 - ice00001 - [INFO] - [E:31| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 18:37:12,538 - ice00001 - [INFO] - [E:186| 800]: Train Loss:0.0018802, Val MRR:0.3874, ice00001 +2023-05-21 18:37:39,058 - ice00001 - [INFO] - [Epoch:31]: Training Loss:0.002901 + +2023-05-21 18:37:39,553 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:38:02,098 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:38:24,019 - ice00001 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.09474, Head : 0.06924, Avg : 0.08199 + +2023-05-21 18:38:24,020 - ice00001 - [INFO] - [Epoch 31]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-21 18:38:25,079 - ice00001 - [INFO] - [E:32| 0]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 18:38:52,843 - ice00001 - [INFO] - [E:186| 900]: Train Loss:0.001881, Val MRR:0.3874, ice00001 +2023-05-21 18:40:02,812 - ice00001 - [INFO] - [E:32| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-21 18:40:03,936 - ice00001 - [INFO] - [Epoch:186]: Training Loss:0.001881 + +2023-05-21 18:40:04,326 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:40:27,430 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:40:49,862 - ice00001 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.41246, Head : 0.36131, Avg : 0.38688 + +2023-05-21 18:40:49,862 - ice00001 - [INFO] - [Epoch 186]: Training Loss: 0.0018812, Valid MRR: 0.3874, + + + +2023-05-21 18:40:50,878 - ice00001 - [INFO] - [E:187| 0]: Train Loss:0.0018638, Val MRR:0.3874, ice00001 +2023-05-21 18:41:40,029 - ice00001 - [INFO] - [E:32| 200]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 18:42:31,942 - ice00001 - [INFO] - [E:187| 100]: Train Loss:0.0018736, Val MRR:0.3874, ice00001 +2023-05-21 18:43:17,110 - ice00001 - [INFO] - [E:32| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 18:44:06,442 - ice00001 - [INFO] - [E:187| 200]: Train Loss:0.0018769, Val MRR:0.3874, ice00001 +2023-05-21 18:44:43,532 - ice00001 - [INFO] - [E:32| 400]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 18:45:41,131 - ice00001 - [INFO] - [E:187| 300]: Train Loss:0.0018768, Val MRR:0.3874, ice00001 +2023-05-21 18:46:21,260 - ice00001 - [INFO] - [E:32| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 18:47:21,522 - ice00001 - [INFO] - [E:187| 400]: Train Loss:0.0018771, Val MRR:0.3874, ice00001 +2023-05-21 18:47:58,764 - ice00001 - [INFO] - [E:32| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 18:49:02,199 - ice00001 - [INFO] - [E:187| 500]: Train Loss:0.0018779, Val MRR:0.3874, ice00001 +2023-05-21 18:49:36,749 - ice00001 - [INFO] - [E:32| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 18:50:42,752 - ice00001 - [INFO] - [E:187| 600]: Train Loss:0.0018777, Val MRR:0.3874, ice00001 +2023-05-21 18:51:14,479 - ice00001 - [INFO] - [E:32| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 18:52:24,018 - ice00001 - [INFO] - [E:187| 700]: Train Loss:0.0018778, Val MRR:0.3874, ice00001 +2023-05-21 18:52:48,436 - ice00001 - [INFO] - [E:32| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 18:53:51,067 - ice00001 - [INFO] - [Epoch:32]: Training Loss:0.002901 + +2023-05-21 18:53:51,571 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:53:54,564 - ice00001 - [INFO] - [E:187| 800]: Train Loss:0.0018789, Val MRR:0.3874, ice00001 +2023-05-21 18:54:13,946 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:54:36,292 - ice00001 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.0949, Head : 0.06939, Avg : 0.08215 + +2023-05-21 18:54:36,292 - ice00001 - [INFO] - [Epoch 32]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 18:54:37,099 - ice00001 - [INFO] - [E:33| 0]: Train Loss:0.0029128, Val MRR:0.08254, ice00001 +2023-05-21 18:55:34,307 - ice00001 - [INFO] - [E:187| 900]: Train Loss:0.0018798, Val MRR:0.3874, ice00001 +2023-05-21 18:56:14,830 - ice00001 - [INFO] - [E:33| 100]: Train Loss:0.0029051, Val MRR:0.08254, ice00001 +2023-05-21 18:56:44,830 - ice00001 - [INFO] - [Epoch:187]: Training Loss:0.00188 + +2023-05-21 18:56:45,268 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 18:57:08,403 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 18:57:30,521 - ice00001 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.41275, Head : 0.36088, Avg : 0.38682 + +2023-05-21 18:57:30,521 - ice00001 - [INFO] - [Epoch 187]: Training Loss: 0.0018805, Valid MRR: 0.3874, + + + +2023-05-21 18:57:31,702 - ice00001 - [INFO] - [E:188| 0]: Train Loss:0.0018488, Val MRR:0.3874, ice00001 +2023-05-21 18:57:52,327 - ice00001 - [INFO] - [E:33| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-21 18:59:10,223 - ice00001 - [INFO] - [E:188| 100]: Train Loss:0.0018756, Val MRR:0.3874, ice00001 +2023-05-21 18:59:28,977 - ice00001 - [INFO] - [E:33| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 19:00:50,823 - ice00001 - [INFO] - [E:188| 200]: Train Loss:0.0018778, Val MRR:0.3874, ice00001 +2023-05-21 19:01:06,781 - ice00001 - [INFO] - [E:33| 400]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 19:02:21,684 - ice00001 - [INFO] - [E:188| 300]: Train Loss:0.0018763, Val MRR:0.3874, ice00001 +2023-05-21 19:02:35,963 - ice00001 - [INFO] - [E:33| 500]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-21 19:04:04,737 - ice00001 - [INFO] - [E:188| 400]: Train Loss:0.0018773, Val MRR:0.3874, ice00001 +2023-05-21 19:04:13,501 - ice00001 - [INFO] - [E:33| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 19:05:45,211 - ice00001 - [INFO] - [E:188| 500]: Train Loss:0.0018788, Val MRR:0.3874, ice00001 +2023-05-21 19:05:51,047 - ice00001 - [INFO] - [E:33| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-21 19:07:25,626 - ice00001 - [INFO] - [E:188| 600]: Train Loss:0.0018782, Val MRR:0.3874, ice00001 +2023-05-21 19:07:29,147 - ice00001 - [INFO] - [E:33| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 19:09:05,804 - ice00001 - [INFO] - [E:188| 700]: Train Loss:0.0018789, Val MRR:0.3874, ice00001 +2023-05-21 19:09:06,273 - ice00001 - [INFO] - [E:33| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 19:10:14,437 - ice00001 - [INFO] - [Epoch:33]: Training Loss:0.002902 + +2023-05-21 19:10:14,646 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:10:27,957 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:10:36,163 - ice00001 - [INFO] - [E:188| 800]: Train Loss:0.0018789, Val MRR:0.3874, ice00001 +2023-05-21 19:10:49,238 - ice00001 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.09495, Head : 0.06898, Avg : 0.08197 + +2023-05-21 19:10:49,238 - ice00001 - [INFO] - [Epoch 33]: Training Loss: 0.0029017, Valid MRR: 0.08254, + + + +2023-05-21 19:10:50,033 - ice00001 - [INFO] - [E:34| 0]: Train Loss:0.0029805, Val MRR:0.08254, ice00001 +2023-05-21 19:12:16,260 - ice00001 - [INFO] - [E:188| 900]: Train Loss:0.0018784, Val MRR:0.3874, ice00001 +2023-05-21 19:12:27,633 - ice00001 - [INFO] - [E:34| 100]: Train Loss:0.0028954, Val MRR:0.08254, ice00001 +2023-05-21 19:13:25,745 - ice00001 - [INFO] - [Epoch:188]: Training Loss:0.001879 + +2023-05-21 19:13:26,080 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:13:49,005 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:14:04,678 - ice00001 - [INFO] - [E:34| 200]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-21 19:14:11,577 - ice00001 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.41342, Head : 0.36123, Avg : 0.38733 + +2023-05-21 19:14:11,577 - ice00001 - [INFO] - [Epoch 188]: Training Loss: 0.0018792, Valid MRR: 0.3874, + + + +2023-05-21 19:14:12,737 - ice00001 - [INFO] - [E:189| 0]: Train Loss:0.0018513, Val MRR:0.3874, ice00001 +2023-05-21 19:15:42,655 - ice00001 - [INFO] - [E:34| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-21 19:15:52,654 - ice00001 - [INFO] - [E:189| 100]: Train Loss:0.0018695, Val MRR:0.3874, ice00001 +2023-05-21 19:17:20,033 - ice00001 - [INFO] - [E:34| 400]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-21 19:17:32,774 - ice00001 - [INFO] - [E:189| 200]: Train Loss:0.0018729, Val MRR:0.3874, ice00001 +2023-05-21 19:18:54,804 - ice00001 - [INFO] - [E:34| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 19:19:04,521 - ice00001 - [INFO] - [E:189| 300]: Train Loss:0.0018755, Val MRR:0.3874, ice00001 +2023-05-21 19:20:25,630 - ice00001 - [INFO] - [E:34| 600]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-21 19:20:44,650 - ice00001 - [INFO] - [E:189| 400]: Train Loss:0.0018771, Val MRR:0.3874, ice00001 +2023-05-21 19:22:03,876 - ice00001 - [INFO] - [E:34| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 19:22:25,471 - ice00001 - [INFO] - [E:189| 500]: Train Loss:0.0018768, Val MRR:0.3874, ice00001 +2023-05-21 19:23:41,523 - ice00001 - [INFO] - [E:34| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 19:24:06,288 - ice00001 - [INFO] - [E:189| 600]: Train Loss:0.0018776, Val MRR:0.3874, ice00001 +2023-05-21 19:25:19,608 - ice00001 - [INFO] - [E:34| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 19:25:46,610 - ice00001 - [INFO] - [E:189| 700]: Train Loss:0.0018775, Val MRR:0.3874, ice00001 +2023-05-21 19:26:28,524 - ice00001 - [INFO] - [Epoch:34]: Training Loss:0.002902 + +2023-05-21 19:26:28,860 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:26:50,711 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:27:12,781 - ice00001 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.09317, Head : 0.06954, Avg : 0.08135 + +2023-05-21 19:27:12,782 - ice00001 - [INFO] - [Epoch 34]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 19:27:13,906 - ice00001 - [INFO] - [E:35| 0]: Train Loss:0.0028627, Val MRR:0.08254, ice00001 +2023-05-21 19:27:26,104 - ice00001 - [INFO] - [E:189| 800]: Train Loss:0.0018774, Val MRR:0.3874, ice00001 +2023-05-21 19:28:40,592 - ice00001 - [INFO] - [E:35| 100]: Train Loss:0.0028976, Val MRR:0.08254, ice00001 +2023-05-21 19:28:56,293 - ice00001 - [INFO] - [E:189| 900]: Train Loss:0.0018777, Val MRR:0.3874, ice00001 +2023-05-21 19:30:07,818 - ice00001 - [INFO] - [Epoch:189]: Training Loss:0.001878 + +2023-05-21 19:30:08,155 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:30:17,993 - ice00001 - [INFO] - [E:35| 200]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 19:30:31,088 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:30:53,648 - ice00001 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.41434, Head : 0.36271, Avg : 0.38853 + MR: Tail : 257.37, Head : 286.92, Avg : 272.15 + Hit-1: Tail : 0.30829, Head : 0.25962, Avg : 0.28395 + Hit-3: Tail : 0.46668, Head : 0.41097, Avg : 0.43883 + Hit-10: Tail : 0.61609, Head : 0.56669, Avg : 0.59139 +2023-05-21 19:30:55,056 - ice00001 - [INFO] - [Epoch 189]: Training Loss: 0.0018781, Valid MRR: 0.38853, + + + +2023-05-21 19:30:56,417 - ice00001 - [INFO] - [E:190| 0]: Train Loss:0.0019077, Val MRR:0.38853, ice00001 +2023-05-21 19:31:55,872 - ice00001 - [INFO] - [E:35| 300]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 19:32:37,557 - ice00001 - [INFO] - [E:190| 100]: Train Loss:0.0018722, Val MRR:0.38853, ice00001 +2023-05-21 19:33:33,198 - ice00001 - [INFO] - [E:35| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 19:34:18,159 - ice00001 - [INFO] - [E:190| 200]: Train Loss:0.0018736, Val MRR:0.38853, ice00001 +2023-05-21 19:35:10,852 - ice00001 - [INFO] - [E:35| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 19:35:59,235 - ice00001 - [INFO] - [E:190| 300]: Train Loss:0.0018733, Val MRR:0.38853, ice00001 +2023-05-21 19:36:38,132 - ice00001 - [INFO] - [E:35| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 19:37:29,953 - ice00001 - [INFO] - [E:190| 400]: Train Loss:0.0018743, Val MRR:0.38853, ice00001 +2023-05-21 19:38:15,357 - ice00001 - [INFO] - [E:35| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 19:39:10,948 - ice00001 - [INFO] - [E:190| 500]: Train Loss:0.0018752, Val MRR:0.38853, ice00001 +2023-05-21 19:39:52,871 - ice00001 - [INFO] - [E:35| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 19:40:51,891 - ice00001 - [INFO] - [E:190| 600]: Train Loss:0.0018754, Val MRR:0.38853, ice00001 +2023-05-21 19:41:29,885 - ice00001 - [INFO] - [E:35| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 19:42:31,308 - ice00001 - [INFO] - [E:190| 700]: Train Loss:0.0018759, Val MRR:0.38853, ice00001 +2023-05-21 19:42:38,062 - ice00001 - [INFO] - [Epoch:35]: Training Loss:0.002901 + +2023-05-21 19:42:38,517 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:43:00,786 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:43:23,340 - ice00001 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.09582, Head : 0.06892, Avg : 0.08237 + +2023-05-21 19:43:23,340 - ice00001 - [INFO] - [Epoch 35]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 19:43:24,443 - ice00001 - [INFO] - [E:36| 0]: Train Loss:0.0030218, Val MRR:0.08254, ice00001 +2023-05-21 19:44:12,277 - ice00001 - [INFO] - [E:190| 800]: Train Loss:0.0018763, Val MRR:0.38853, ice00001 +2023-05-21 19:44:57,852 - ice00001 - [INFO] - [E:36| 100]: Train Loss:0.0029062, Val MRR:0.08254, ice00001 +2023-05-21 19:45:42,810 - ice00001 - [INFO] - [E:190| 900]: Train Loss:0.0018767, Val MRR:0.38853, ice00001 +2023-05-21 19:46:29,497 - ice00001 - [INFO] - [E:36| 200]: Train Loss:0.0029057, Val MRR:0.08254, ice00001 +2023-05-21 19:46:53,000 - ice00001 - [INFO] - [Epoch:190]: Training Loss:0.001877 + +2023-05-21 19:46:53,396 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:47:16,767 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:47:39,259 - ice00001 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.4136, Head : 0.36324, Avg : 0.38842 + +2023-05-21 19:47:39,259 - ice00001 - [INFO] - [Epoch 190]: Training Loss: 0.0018774, Valid MRR: 0.38853, + + + +2023-05-21 19:47:40,291 - ice00001 - [INFO] - [E:191| 0]: Train Loss:0.0018255, Val MRR:0.38853, ice00001 +2023-05-21 19:48:06,714 - ice00001 - [INFO] - [E:36| 300]: Train Loss:0.0029046, Val MRR:0.08254, ice00001 +2023-05-21 19:49:20,878 - ice00001 - [INFO] - [E:191| 100]: Train Loss:0.0018753, Val MRR:0.38853, ice00001 +2023-05-21 19:49:44,411 - ice00001 - [INFO] - [E:36| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 19:51:03,812 - ice00001 - [INFO] - [E:191| 200]: Train Loss:0.0018753, Val MRR:0.38853, ice00001 +2023-05-21 19:51:24,435 - ice00001 - [INFO] - [E:36| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 19:52:44,590 - ice00001 - [INFO] - [E:191| 300]: Train Loss:0.0018746, Val MRR:0.38853, ice00001 +2023-05-21 19:53:01,869 - ice00001 - [INFO] - [E:36| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 19:54:14,749 - ice00001 - [INFO] - [E:191| 400]: Train Loss:0.0018748, Val MRR:0.38853, ice00001 +2023-05-21 19:54:29,284 - ice00001 - [INFO] - [E:36| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 19:55:53,282 - ice00001 - [INFO] - [E:191| 500]: Train Loss:0.0018743, Val MRR:0.38853, ice00001 +2023-05-21 19:56:06,153 - ice00001 - [INFO] - [E:36| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 19:57:32,181 - ice00001 - [INFO] - [E:191| 600]: Train Loss:0.0018744, Val MRR:0.38853, ice00001 +2023-05-21 19:57:43,226 - ice00001 - [INFO] - [E:36| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 19:58:52,024 - ice00001 - [INFO] - [Epoch:36]: Training Loss:0.002902 + +2023-05-21 19:58:52,525 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 19:59:12,918 - ice00001 - [INFO] - [E:191| 700]: Train Loss:0.0018748, Val MRR:0.38853, ice00001 +2023-05-21 19:59:15,174 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 19:59:37,240 - ice00001 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.09537, Head : 0.06908, Avg : 0.08223 + +2023-05-21 19:59:37,240 - ice00001 - [INFO] - [Epoch 36]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 19:59:38,260 - ice00001 - [INFO] - [E:37| 0]: Train Loss:0.0028665, Val MRR:0.08254, ice00001 +2023-05-21 20:00:54,094 - ice00001 - [INFO] - [E:191| 800]: Train Loss:0.0018752, Val MRR:0.38853, ice00001 +2023-05-21 20:01:15,936 - ice00001 - [INFO] - [E:37| 100]: Train Loss:0.0028992, Val MRR:0.08254, ice00001 +2023-05-21 20:02:30,916 - ice00001 - [INFO] - [E:191| 900]: Train Loss:0.0018762, Val MRR:0.38853, ice00001 +2023-05-21 20:02:43,193 - ice00001 - [INFO] - [E:37| 200]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-21 20:03:35,174 - ice00001 - [INFO] - [Epoch:191]: Training Loss:0.001876 + +2023-05-21 20:03:35,430 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:03:57,912 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:04:20,394 - ice00001 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.41077, Head : 0.36133, Avg : 0.38605 + +2023-05-21 20:04:20,395 - ice00001 - [INFO] - [Epoch 191]: Training Loss: 0.0018764, Valid MRR: 0.38853, + + + +2023-05-21 20:04:20,440 - ice00001 - [INFO] - [E:37| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 20:04:21,555 - ice00001 - [INFO] - [E:192| 0]: Train Loss:0.0018783, Val MRR:0.38853, ice00001 +2023-05-21 20:05:58,441 - ice00001 - [INFO] - [E:37| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 20:06:01,838 - ice00001 - [INFO] - [E:192| 100]: Train Loss:0.0018735, Val MRR:0.38853, ice00001 +2023-05-21 20:07:36,385 - ice00001 - [INFO] - [E:37| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 20:07:42,497 - ice00001 - [INFO] - [E:192| 200]: Train Loss:0.0018767, Val MRR:0.38853, ice00001 +2023-05-21 20:09:13,456 - ice00001 - [INFO] - [E:37| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 20:09:23,363 - ice00001 - [INFO] - [E:192| 300]: Train Loss:0.0018781, Val MRR:0.38853, ice00001 +2023-05-21 20:10:49,902 - ice00001 - [INFO] - [E:37| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 20:11:02,969 - ice00001 - [INFO] - [E:192| 400]: Train Loss:0.0018766, Val MRR:0.38853, ice00001 +2023-05-21 20:12:16,694 - ice00001 - [INFO] - [E:37| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 20:12:32,726 - ice00001 - [INFO] - [E:192| 500]: Train Loss:0.0018758, Val MRR:0.38853, ice00001 +2023-05-21 20:13:54,672 - ice00001 - [INFO] - [E:37| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 20:14:13,694 - ice00001 - [INFO] - [E:192| 600]: Train Loss:0.001876, Val MRR:0.38853, ice00001 +2023-05-21 20:15:03,353 - ice00001 - [INFO] - [Epoch:37]: Training Loss:0.002902 + +2023-05-21 20:15:03,686 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:15:26,516 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:15:48,641 - ice00001 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.09435, Head : 0.06937, Avg : 0.08186 + +2023-05-21 20:15:48,641 - ice00001 - [INFO] - [Epoch 37]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 20:15:49,696 - ice00001 - [INFO] - [E:38| 0]: Train Loss:0.0029496, Val MRR:0.08254, ice00001 +2023-05-21 20:15:54,325 - ice00001 - [INFO] - [E:192| 700]: Train Loss:0.0018757, Val MRR:0.38853, ice00001 +2023-05-21 20:17:26,382 - ice00001 - [INFO] - [E:38| 100]: Train Loss:0.0029049, Val MRR:0.08254, ice00001 +2023-05-21 20:17:34,774 - ice00001 - [INFO] - [E:192| 800]: Train Loss:0.0018757, Val MRR:0.38853, ice00001 +2023-05-21 20:19:03,781 - ice00001 - [INFO] - [E:38| 200]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-21 20:19:15,722 - ice00001 - [INFO] - [E:192| 900]: Train Loss:0.0018761, Val MRR:0.38853, ice00001 +2023-05-21 20:20:16,873 - ice00001 - [INFO] - [Epoch:192]: Training Loss:0.001876 + +2023-05-21 20:20:17,229 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:20:31,142 - ice00001 - [INFO] - [E:38| 300]: Train Loss:0.0029046, Val MRR:0.08254, ice00001 +2023-05-21 20:20:40,106 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:21:02,571 - ice00001 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.41371, Head : 0.36235, Avg : 0.38803 + +2023-05-21 20:21:02,571 - ice00001 - [INFO] - [Epoch 192]: Training Loss: 0.001876, Valid MRR: 0.38853, + + + +2023-05-21 20:21:03,604 - ice00001 - [INFO] - [E:193| 0]: Train Loss:0.0018565, Val MRR:0.38853, ice00001 +2023-05-21 20:22:08,753 - ice00001 - [INFO] - [E:38| 400]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-21 20:22:44,154 - ice00001 - [INFO] - [E:193| 100]: Train Loss:0.0018692, Val MRR:0.38853, ice00001 +2023-05-21 20:23:46,036 - ice00001 - [INFO] - [E:38| 500]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-21 20:24:24,028 - ice00001 - [INFO] - [E:193| 200]: Train Loss:0.0018711, Val MRR:0.38853, ice00001 +2023-05-21 20:25:22,237 - ice00001 - [INFO] - [E:38| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 20:26:03,325 - ice00001 - [INFO] - [E:193| 300]: Train Loss:0.0018717, Val MRR:0.38853, ice00001 +2023-05-21 20:26:59,719 - ice00001 - [INFO] - [E:38| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 20:27:43,545 - ice00001 - [INFO] - [E:193| 400]: Train Loss:0.0018725, Val MRR:0.38853, ice00001 +2023-05-21 20:28:35,137 - ice00001 - [INFO] - [E:38| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 20:29:14,203 - ice00001 - [INFO] - [E:193| 500]: Train Loss:0.0018736, Val MRR:0.38853, ice00001 +2023-05-21 20:30:04,872 - ice00001 - [INFO] - [E:38| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 20:30:55,236 - ice00001 - [INFO] - [E:193| 600]: Train Loss:0.0018729, Val MRR:0.38853, ice00001 +2023-05-21 20:31:13,715 - ice00001 - [INFO] - [Epoch:38]: Training Loss:0.002902 + +2023-05-21 20:31:14,064 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:31:36,889 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:31:58,883 - ice00001 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.09472, Head : 0.06953, Avg : 0.08212 + +2023-05-21 20:31:58,883 - ice00001 - [INFO] - [Epoch 38]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 20:31:59,919 - ice00001 - [INFO] - [E:39| 0]: Train Loss:0.002941, Val MRR:0.08254, ice00001 +2023-05-21 20:32:35,585 - ice00001 - [INFO] - [E:193| 700]: Train Loss:0.0018734, Val MRR:0.38853, ice00001 +2023-05-21 20:33:37,142 - ice00001 - [INFO] - [E:39| 100]: Train Loss:0.0028984, Val MRR:0.08254, ice00001 +2023-05-21 20:34:16,518 - ice00001 - [INFO] - [E:193| 800]: Train Loss:0.0018741, Val MRR:0.38853, ice00001 +2023-05-21 20:35:14,717 - ice00001 - [INFO] - [E:39| 200]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 20:35:57,679 - ice00001 - [INFO] - [E:193| 900]: Train Loss:0.0018744, Val MRR:0.38853, ice00001 +2023-05-21 20:36:52,565 - ice00001 - [INFO] - [E:39| 300]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-21 20:37:08,050 - ice00001 - [INFO] - [Epoch:193]: Training Loss:0.001875 + +2023-05-21 20:37:08,555 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:37:25,836 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:37:42,292 - ice00001 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.41321, Head : 0.36318, Avg : 0.38819 + +2023-05-21 20:37:42,293 - ice00001 - [INFO] - [Epoch 193]: Training Loss: 0.0018746, Valid MRR: 0.38853, + + + +2023-05-21 20:37:43,413 - ice00001 - [INFO] - [E:194| 0]: Train Loss:0.0019311, Val MRR:0.38853, ice00001 +2023-05-21 20:38:19,649 - ice00001 - [INFO] - [E:39| 400]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 20:39:25,191 - ice00001 - [INFO] - [E:194| 100]: Train Loss:0.0018679, Val MRR:0.38853, ice00001 +2023-05-21 20:39:58,421 - ice00001 - [INFO] - [E:39| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 20:41:04,239 - ice00001 - [INFO] - [E:194| 200]: Train Loss:0.0018688, Val MRR:0.38853, ice00001 +2023-05-21 20:41:36,862 - ice00001 - [INFO] - [E:39| 600]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 20:42:44,934 - ice00001 - [INFO] - [E:194| 300]: Train Loss:0.0018719, Val MRR:0.38853, ice00001 +2023-05-21 20:43:14,635 - ice00001 - [INFO] - [E:39| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 20:44:25,478 - ice00001 - [INFO] - [E:194| 400]: Train Loss:0.0018723, Val MRR:0.38853, ice00001 +2023-05-21 20:44:52,362 - ice00001 - [INFO] - [E:39| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 20:46:05,515 - ice00001 - [INFO] - [E:194| 500]: Train Loss:0.0018727, Val MRR:0.38853, ice00001 +2023-05-21 20:46:20,152 - ice00001 - [INFO] - [E:39| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 20:47:27,964 - ice00001 - [INFO] - [Epoch:39]: Training Loss:0.002901 + +2023-05-21 20:47:28,215 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:47:36,374 - ice00001 - [INFO] - [E:194| 600]: Train Loss:0.0018734, Val MRR:0.38853, ice00001 +2023-05-21 20:47:50,565 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:48:12,833 - ice00001 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.09427, Head : 0.0695, Avg : 0.08188 + MR: Tail : 828.91, Head : 1009.2, Avg : 919.04 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09868, Head : 0.06202, Avg : 0.08035 + Hit-10: Tail : 0.20002, Head : 0.15949, Avg : 0.17975 +2023-05-21 20:48:12,833 - ice00001 - [INFO] - [Epoch 39]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-21 20:48:13,952 - ice00001 - [INFO] - [E:40| 0]: Train Loss:0.0028476, Val MRR:0.08254, ice00001 +2023-05-21 20:49:16,875 - ice00001 - [INFO] - [E:194| 700]: Train Loss:0.0018735, Val MRR:0.38853, ice00001 +2023-05-21 20:49:52,238 - ice00001 - [INFO] - [E:40| 100]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-21 20:50:58,419 - ice00001 - [INFO] - [E:194| 800]: Train Loss:0.0018734, Val MRR:0.38853, ice00001 +2023-05-21 20:51:30,047 - ice00001 - [INFO] - [E:40| 200]: Train Loss:0.0029059, Val MRR:0.08254, ice00001 +2023-05-21 20:52:39,378 - ice00001 - [INFO] - [E:194| 900]: Train Loss:0.0018738, Val MRR:0.38853, ice00001 +2023-05-21 20:53:07,382 - ice00001 - [INFO] - [E:40| 300]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-21 20:53:49,239 - ice00001 - [INFO] - [Epoch:194]: Training Loss:0.001874 + +2023-05-21 20:53:49,583 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 20:54:12,485 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 20:54:34,684 - ice00001 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.4129, Head : 0.36348, Avg : 0.38819 + +2023-05-21 20:54:34,684 - ice00001 - [INFO] - [Epoch 194]: Training Loss: 0.0018737, Valid MRR: 0.38853, + + + +2023-05-21 20:54:35,789 - ice00001 - [INFO] - [E:195| 0]: Train Loss:0.0018272, Val MRR:0.38853, ice00001 +2023-05-21 20:54:42,970 - ice00001 - [INFO] - [E:40| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-21 20:56:05,901 - ice00001 - [INFO] - [E:195| 100]: Train Loss:0.0018667, Val MRR:0.38853, ice00001 +2023-05-21 20:56:11,108 - ice00001 - [INFO] - [E:40| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 20:57:46,311 - ice00001 - [INFO] - [E:195| 200]: Train Loss:0.0018704, Val MRR:0.38853, ice00001 +2023-05-21 20:57:49,075 - ice00001 - [INFO] - [E:40| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 20:59:26,990 - ice00001 - [INFO] - [E:40| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 20:59:27,240 - ice00001 - [INFO] - [E:195| 300]: Train Loss:0.0018694, Val MRR:0.38853, ice00001 +2023-05-21 21:01:04,770 - ice00001 - [INFO] - [E:40| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 21:01:07,634 - ice00001 - [INFO] - [E:195| 400]: Train Loss:0.0018702, Val MRR:0.38853, ice00001 +2023-05-21 21:02:41,922 - ice00001 - [INFO] - [E:40| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 21:02:47,966 - ice00001 - [INFO] - [E:195| 500]: Train Loss:0.0018701, Val MRR:0.38853, ice00001 +2023-05-21 21:03:42,707 - ice00001 - [INFO] - [Epoch:40]: Training Loss:0.002902 + +2023-05-21 21:03:42,916 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:04:03,135 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:04:18,772 - ice00001 - [INFO] - [E:195| 600]: Train Loss:0.0018709, Val MRR:0.38853, ice00001 +2023-05-21 21:04:25,439 - ice00001 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.09494, Head : 0.06884, Avg : 0.08189 + +2023-05-21 21:04:25,439 - ice00001 - [INFO] - [Epoch 40]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 21:04:26,340 - ice00001 - [INFO] - [E:41| 0]: Train Loss:0.0029511, Val MRR:0.08254, ice00001 +2023-05-21 21:05:59,052 - ice00001 - [INFO] - [E:195| 700]: Train Loss:0.0018715, Val MRR:0.38853, ice00001 +2023-05-21 21:06:04,033 - ice00001 - [INFO] - [E:41| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 21:07:39,362 - ice00001 - [INFO] - [E:195| 800]: Train Loss:0.001872, Val MRR:0.38853, ice00001 +2023-05-21 21:07:41,223 - ice00001 - [INFO] - [E:41| 200]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-21 21:09:17,882 - ice00001 - [INFO] - [E:41| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 21:09:18,324 - ice00001 - [INFO] - [E:195| 900]: Train Loss:0.0018727, Val MRR:0.38853, ice00001 +2023-05-21 21:10:28,680 - ice00001 - [INFO] - [Epoch:195]: Training Loss:0.001873 + +2023-05-21 21:10:29,067 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:10:51,784 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:10:55,382 - ice00001 - [INFO] - [E:41| 400]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-21 21:11:14,308 - ice00001 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.4129, Head : 0.36301, Avg : 0.38796 + +2023-05-21 21:11:14,308 - ice00001 - [INFO] - [Epoch 195]: Training Loss: 0.001873, Valid MRR: 0.38853, + + + +2023-05-21 21:11:15,471 - ice00001 - [INFO] - [E:196| 0]: Train Loss:0.0019497, Val MRR:0.38853, ice00001 +2023-05-21 21:12:22,059 - ice00001 - [INFO] - [E:41| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 21:12:45,502 - ice00001 - [INFO] - [E:196| 100]: Train Loss:0.0018702, Val MRR:0.38853, ice00001 +2023-05-21 21:13:59,471 - ice00001 - [INFO] - [E:41| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 21:14:25,737 - ice00001 - [INFO] - [E:196| 200]: Train Loss:0.001871, Val MRR:0.38853, ice00001 +2023-05-21 21:15:37,018 - ice00001 - [INFO] - [E:41| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 21:16:06,267 - ice00001 - [INFO] - [E:196| 300]: Train Loss:0.001869, Val MRR:0.38853, ice00001 +2023-05-21 21:17:14,943 - ice00001 - [INFO] - [E:41| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 21:17:47,460 - ice00001 - [INFO] - [E:196| 400]: Train Loss:0.0018686, Val MRR:0.38853, ice00001 +2023-05-21 21:18:52,614 - ice00001 - [INFO] - [E:41| 900]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 21:19:28,247 - ice00001 - [INFO] - [E:196| 500]: Train Loss:0.0018701, Val MRR:0.38853, ice00001 +2023-05-21 21:20:01,052 - ice00001 - [INFO] - [Epoch:41]: Training Loss:0.002901 + +2023-05-21 21:20:01,433 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:20:24,179 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:20:46,576 - ice00001 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.09463, Head : 0.06896, Avg : 0.08179 + +2023-05-21 21:20:46,576 - ice00001 - [INFO] - [Epoch 41]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 21:20:47,784 - ice00001 - [INFO] - [E:42| 0]: Train Loss:0.0029098, Val MRR:0.08254, ice00001 +2023-05-21 21:21:02,404 - ice00001 - [INFO] - [E:196| 600]: Train Loss:0.0018701, Val MRR:0.38853, ice00001 +2023-05-21 21:22:14,252 - ice00001 - [INFO] - [E:42| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-21 21:22:38,749 - ice00001 - [INFO] - [E:196| 700]: Train Loss:0.0018708, Val MRR:0.38853, ice00001 +2023-05-21 21:23:50,782 - ice00001 - [INFO] - [E:42| 200]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 21:24:18,523 - ice00001 - [INFO] - [E:196| 800]: Train Loss:0.0018713, Val MRR:0.38853, ice00001 +2023-05-21 21:25:28,413 - ice00001 - [INFO] - [E:42| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 21:25:59,040 - ice00001 - [INFO] - [E:196| 900]: Train Loss:0.0018713, Val MRR:0.38853, ice00001 +2023-05-21 21:27:08,079 - ice00001 - [INFO] - [E:42| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 21:27:11,901 - ice00001 - [INFO] - [Epoch:196]: Training Loss:0.001872 + +2023-05-21 21:27:12,325 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:27:35,438 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:27:57,854 - ice00001 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.41208, Head : 0.36351, Avg : 0.38779 + +2023-05-21 21:27:57,854 - ice00001 - [INFO] - [Epoch 196]: Training Loss: 0.0018718, Valid MRR: 0.38853, + + + +2023-05-21 21:27:58,694 - ice00001 - [INFO] - [E:197| 0]: Train Loss:0.0018324, Val MRR:0.38853, ice00001 +2023-05-21 21:28:45,813 - ice00001 - [INFO] - [E:42| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-21 21:29:38,432 - ice00001 - [INFO] - [E:197| 100]: Train Loss:0.0018667, Val MRR:0.38853, ice00001 +2023-05-21 21:30:12,898 - ice00001 - [INFO] - [E:42| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 21:31:09,445 - ice00001 - [INFO] - [E:197| 200]: Train Loss:0.0018695, Val MRR:0.38853, ice00001 +2023-05-21 21:31:50,625 - ice00001 - [INFO] - [E:42| 700]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 21:32:50,195 - ice00001 - [INFO] - [E:197| 300]: Train Loss:0.0018702, Val MRR:0.38853, ice00001 +2023-05-21 21:33:28,457 - ice00001 - [INFO] - [E:42| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-21 21:34:30,546 - ice00001 - [INFO] - [E:197| 400]: Train Loss:0.0018703, Val MRR:0.38853, ice00001 +2023-05-21 21:35:06,301 - ice00001 - [INFO] - [E:42| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 21:36:10,817 - ice00001 - [INFO] - [E:197| 500]: Train Loss:0.0018701, Val MRR:0.38853, ice00001 +2023-05-21 21:36:15,205 - ice00001 - [INFO] - [Epoch:42]: Training Loss:0.002901 + +2023-05-21 21:36:15,457 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:36:37,748 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:36:59,858 - ice00001 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.09179, Head : 0.06491, Avg : 0.07835 + +2023-05-21 21:36:59,858 - ice00001 - [INFO] - [Epoch 42]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 21:37:00,798 - ice00001 - [INFO] - [E:43| 0]: Train Loss:0.0029293, Val MRR:0.08254, ice00001 +2023-05-21 21:37:50,002 - ice00001 - [INFO] - [E:197| 600]: Train Loss:0.0018704, Val MRR:0.38853, ice00001 +2023-05-21 21:38:28,770 - ice00001 - [INFO] - [E:43| 100]: Train Loss:0.002899, Val MRR:0.08254, ice00001 +2023-05-21 21:39:19,556 - ice00001 - [INFO] - [E:197| 700]: Train Loss:0.0018707, Val MRR:0.38853, ice00001 +2023-05-21 21:40:04,856 - ice00001 - [INFO] - [E:43| 200]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 21:41:00,145 - ice00001 - [INFO] - [E:197| 800]: Train Loss:0.0018707, Val MRR:0.38853, ice00001 +2023-05-21 21:41:42,993 - ice00001 - [INFO] - [E:43| 300]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 21:42:40,090 - ice00001 - [INFO] - [E:197| 900]: Train Loss:0.0018706, Val MRR:0.38853, ice00001 +2023-05-21 21:43:20,804 - ice00001 - [INFO] - [E:43| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 21:43:50,186 - ice00001 - [INFO] - [Epoch:197]: Training Loss:0.001871 + +2023-05-21 21:43:50,567 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:44:13,483 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:44:36,118 - ice00001 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.4132, Head : 0.36171, Avg : 0.38746 + +2023-05-21 21:44:36,118 - ice00001 - [INFO] - [Epoch 197]: Training Loss: 0.001871, Valid MRR: 0.38853, + + + +2023-05-21 21:44:37,086 - ice00001 - [INFO] - [E:198| 0]: Train Loss:0.0019692, Val MRR:0.38853, ice00001 +2023-05-21 21:44:58,685 - ice00001 - [INFO] - [E:43| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-21 21:46:17,984 - ice00001 - [INFO] - [E:198| 100]: Train Loss:0.0018731, Val MRR:0.38853, ice00001 +2023-05-21 21:46:35,527 - ice00001 - [INFO] - [E:43| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-21 21:47:47,950 - ice00001 - [INFO] - [E:198| 200]: Train Loss:0.0018694, Val MRR:0.38853, ice00001 +2023-05-21 21:48:03,069 - ice00001 - [INFO] - [E:43| 700]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 21:49:28,742 - ice00001 - [INFO] - [E:198| 300]: Train Loss:0.0018698, Val MRR:0.38853, ice00001 +2023-05-21 21:49:41,014 - ice00001 - [INFO] - [E:43| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 21:51:08,796 - ice00001 - [INFO] - [E:198| 400]: Train Loss:0.0018696, Val MRR:0.38853, ice00001 +2023-05-21 21:51:18,088 - ice00001 - [INFO] - [E:43| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 21:52:25,963 - ice00001 - [INFO] - [Epoch:43]: Training Loss:0.002901 + +2023-05-21 21:52:26,297 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 21:52:48,021 - ice00001 - [INFO] - [E:198| 500]: Train Loss:0.0018689, Val MRR:0.38853, ice00001 +2023-05-21 21:52:48,666 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 21:53:10,890 - ice00001 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.09512, Head : 0.06938, Avg : 0.08225 + +2023-05-21 21:53:10,890 - ice00001 - [INFO] - [Epoch 43]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 21:53:12,001 - ice00001 - [INFO] - [E:44| 0]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-21 21:54:28,592 - ice00001 - [INFO] - [E:198| 600]: Train Loss:0.0018685, Val MRR:0.38853, ice00001 +2023-05-21 21:54:49,643 - ice00001 - [INFO] - [E:44| 100]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 21:55:59,323 - ice00001 - [INFO] - [E:198| 700]: Train Loss:0.001869, Val MRR:0.38853, ice00001 +2023-05-21 21:56:17,344 - ice00001 - [INFO] - [E:44| 200]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 21:57:40,087 - ice00001 - [INFO] - [E:198| 800]: Train Loss:0.0018697, Val MRR:0.38853, ice00001 +2023-05-21 21:57:54,681 - ice00001 - [INFO] - [E:44| 300]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 21:59:20,138 - ice00001 - [INFO] - [E:198| 900]: Train Loss:0.0018701, Val MRR:0.38853, ice00001 +2023-05-21 21:59:32,675 - ice00001 - [INFO] - [E:44| 400]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 22:00:30,812 - ice00001 - [INFO] - [Epoch:198]: Training Loss:0.00187 + +2023-05-21 22:00:31,193 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:00:53,991 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:01:10,197 - ice00001 - [INFO] - [E:44| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 22:01:16,571 - ice00001 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.41504, Head : 0.36243, Avg : 0.38874 + +2023-05-21 22:01:18,013 - ice00001 - [INFO] - [Epoch 198]: Training Loss: 0.0018705, Valid MRR: 0.38874, + + + +2023-05-21 22:01:19,185 - ice00001 - [INFO] - [E:199| 0]: Train Loss:0.0018363, Val MRR:0.38874, ice00001 +2023-05-21 22:02:47,599 - ice00001 - [INFO] - [E:44| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 22:02:59,468 - ice00001 - [INFO] - [E:199| 100]: Train Loss:0.0018719, Val MRR:0.38874, ice00001 +2023-05-21 22:04:25,015 - ice00001 - [INFO] - [E:44| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-21 22:04:34,851 - ice00001 - [INFO] - [E:199| 200]: Train Loss:0.0018682, Val MRR:0.38874, ice00001 +2023-05-21 22:05:51,698 - ice00001 - [INFO] - [E:44| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 22:06:09,561 - ice00001 - [INFO] - [E:199| 300]: Train Loss:0.0018694, Val MRR:0.38874, ice00001 +2023-05-21 22:07:28,050 - ice00001 - [INFO] - [E:44| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 22:07:49,319 - ice00001 - [INFO] - [E:199| 400]: Train Loss:0.0018695, Val MRR:0.38874, ice00001 +2023-05-21 22:08:36,470 - ice00001 - [INFO] - [Epoch:44]: Training Loss:0.002902 + +2023-05-21 22:08:36,848 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:08:59,366 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:09:21,270 - ice00001 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.09188, Head : 0.07011, Avg : 0.08099 + +2023-05-21 22:09:21,270 - ice00001 - [INFO] - [Epoch 44]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-21 22:09:22,392 - ice00001 - [INFO] - [E:45| 0]: Train Loss:0.0028829, Val MRR:0.08254, ice00001 +2023-05-21 22:09:29,365 - ice00001 - [INFO] - [E:199| 500]: Train Loss:0.0018689, Val MRR:0.38874, ice00001 +2023-05-21 22:11:00,141 - ice00001 - [INFO] - [E:45| 100]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-21 22:11:10,301 - ice00001 - [INFO] - [E:199| 600]: Train Loss:0.0018683, Val MRR:0.38874, ice00001 +2023-05-21 22:12:37,609 - ice00001 - [INFO] - [E:45| 200]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 22:12:50,573 - ice00001 - [INFO] - [E:199| 700]: Train Loss:0.0018686, Val MRR:0.38874, ice00001 +2023-05-21 22:14:05,151 - ice00001 - [INFO] - [E:45| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-21 22:14:21,065 - ice00001 - [INFO] - [E:199| 800]: Train Loss:0.0018693, Val MRR:0.38874, ice00001 +2023-05-21 22:15:44,872 - ice00001 - [INFO] - [E:45| 400]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 22:16:04,059 - ice00001 - [INFO] - [E:199| 900]: Train Loss:0.0018695, Val MRR:0.38874, ice00001 +2023-05-21 22:17:14,659 - ice00001 - [INFO] - [Epoch:199]: Training Loss:0.00187 + +2023-05-21 22:17:15,166 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:17:23,261 - ice00001 - [INFO] - [E:45| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-21 22:17:37,944 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:18:00,375 - ice00001 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.41435, Head : 0.36261, Avg : 0.38848 + MR: Tail : 262.86, Head : 293.92, Avg : 278.39 + Hit-1: Tail : 0.30695, Head : 0.25816, Avg : 0.28256 + Hit-3: Tail : 0.46693, Head : 0.40927, Avg : 0.4381 + Hit-10: Tail : 0.61889, Head : 0.56718, Avg : 0.59303 +2023-05-21 22:18:00,375 - ice00001 - [INFO] - [Epoch 199]: Training Loss: 0.0018696, Valid MRR: 0.38874, + + + +2023-05-21 22:18:01,511 - ice00001 - [INFO] - [E:200| 0]: Train Loss:0.0018051, Val MRR:0.38874, ice00001 +2023-05-21 22:19:00,959 - ice00001 - [INFO] - [E:45| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-21 22:19:41,711 - ice00001 - [INFO] - [E:200| 100]: Train Loss:0.0018678, Val MRR:0.38874, ice00001 +2023-05-21 22:20:37,398 - ice00001 - [INFO] - [E:45| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 22:21:20,951 - ice00001 - [INFO] - [E:200| 200]: Train Loss:0.001866, Val MRR:0.38874, ice00001 +2023-05-21 22:22:04,289 - ice00001 - [INFO] - [E:45| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-21 22:22:50,008 - ice00001 - [INFO] - [E:200| 300]: Train Loss:0.0018657, Val MRR:0.38874, ice00001 +2023-05-21 22:23:41,431 - ice00001 - [INFO] - [E:45| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 22:24:30,753 - ice00001 - [INFO] - [E:200| 400]: Train Loss:0.0018651, Val MRR:0.38874, ice00001 +2023-05-21 22:24:50,446 - ice00001 - [INFO] - [Epoch:45]: Training Loss:0.002902 + +2023-05-21 22:24:50,697 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:25:13,446 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:25:35,742 - ice00001 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.09496, Head : 0.06927, Avg : 0.08211 + +2023-05-21 22:25:35,742 - ice00001 - [INFO] - [Epoch 45]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 22:25:36,858 - ice00001 - [INFO] - [E:46| 0]: Train Loss:0.0028528, Val MRR:0.08254, ice00001 +2023-05-21 22:26:11,657 - ice00001 - [INFO] - [E:200| 500]: Train Loss:0.0018653, Val MRR:0.38874, ice00001 +2023-05-21 22:27:14,947 - ice00001 - [INFO] - [E:46| 100]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-21 22:27:52,127 - ice00001 - [INFO] - [E:200| 600]: Train Loss:0.0018655, Val MRR:0.38874, ice00001 +2023-05-21 22:28:53,074 - ice00001 - [INFO] - [E:46| 200]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-21 22:29:32,970 - ice00001 - [INFO] - [E:200| 700]: Train Loss:0.0018662, Val MRR:0.38874, ice00001 +2023-05-21 22:30:31,541 - ice00001 - [INFO] - [E:46| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 22:31:03,968 - ice00001 - [INFO] - [E:200| 800]: Train Loss:0.0018674, Val MRR:0.38874, ice00001 +2023-05-21 22:31:58,825 - ice00001 - [INFO] - [E:46| 400]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-21 22:32:44,635 - ice00001 - [INFO] - [E:200| 900]: Train Loss:0.0018677, Val MRR:0.38874, ice00001 +2023-05-21 22:33:36,560 - ice00001 - [INFO] - [E:46| 500]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-21 22:33:55,481 - ice00001 - [INFO] - [Epoch:200]: Training Loss:0.001868 + +2023-05-21 22:33:55,986 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:34:18,676 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:34:41,171 - ice00001 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.41464, Head : 0.36376, Avg : 0.3892 + +2023-05-21 22:34:42,557 - ice00001 - [INFO] - [Epoch 200]: Training Loss: 0.0018684, Valid MRR: 0.3892, + + + +2023-05-21 22:34:43,638 - ice00001 - [INFO] - [E:201| 0]: Train Loss:0.0018664, Val MRR:0.3892, ice00001 +2023-05-21 22:35:13,183 - ice00001 - [INFO] - [E:46| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-21 22:36:22,997 - ice00001 - [INFO] - [E:201| 100]: Train Loss:0.0018607, Val MRR:0.3892, ice00001 +2023-05-21 22:36:50,442 - ice00001 - [INFO] - [E:46| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-21 22:38:03,862 - ice00001 - [INFO] - [E:201| 200]: Train Loss:0.0018648, Val MRR:0.3892, ice00001 +2023-05-21 22:38:27,601 - ice00001 - [INFO] - [E:46| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 22:39:33,640 - ice00001 - [INFO] - [E:201| 300]: Train Loss:0.0018666, Val MRR:0.3892, ice00001 +2023-05-21 22:39:54,987 - ice00001 - [INFO] - [E:46| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 22:41:03,746 - ice00001 - [INFO] - [Epoch:46]: Training Loss:0.002901 + +2023-05-21 22:41:04,208 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:41:14,203 - ice00001 - [INFO] - [E:201| 400]: Train Loss:0.0018659, Val MRR:0.3892, ice00001 +2023-05-21 22:41:26,817 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:41:49,299 - ice00001 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.09498, Head : 0.06893, Avg : 0.08196 + +2023-05-21 22:41:49,299 - ice00001 - [INFO] - [Epoch 46]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-21 22:41:50,207 - ice00001 - [INFO] - [E:47| 0]: Train Loss:0.0028679, Val MRR:0.08254, ice00001 +2023-05-21 22:42:55,239 - ice00001 - [INFO] - [E:201| 500]: Train Loss:0.0018654, Val MRR:0.3892, ice00001 +2023-05-21 22:43:27,978 - ice00001 - [INFO] - [E:47| 100]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-21 22:44:35,916 - ice00001 - [INFO] - [E:201| 600]: Train Loss:0.0018654, Val MRR:0.3892, ice00001 +2023-05-21 22:45:05,880 - ice00001 - [INFO] - [E:47| 200]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-21 22:46:15,955 - ice00001 - [INFO] - [E:201| 700]: Train Loss:0.0018662, Val MRR:0.3892, ice00001 +2023-05-21 22:46:43,348 - ice00001 - [INFO] - [E:47| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-21 22:47:57,379 - ice00001 - [INFO] - [E:201| 800]: Train Loss:0.0018666, Val MRR:0.3892, ice00001 +2023-05-21 22:48:13,379 - ice00001 - [INFO] - [E:47| 400]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-21 22:49:26,456 - ice00001 - [INFO] - [E:201| 900]: Train Loss:0.0018671, Val MRR:0.3892, ice00001 +2023-05-21 22:49:47,596 - ice00001 - [INFO] - [E:47| 500]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 22:50:36,125 - ice00001 - [INFO] - [Epoch:201]: Training Loss:0.001868 + +2023-05-21 22:50:36,407 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:50:59,395 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:51:21,734 - ice00001 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.4142, Head : 0.36436, Avg : 0.38928 + +2023-05-21 22:51:23,103 - ice00001 - [INFO] - [Epoch 201]: Training Loss: 0.0018678, Valid MRR: 0.38928, + + + +2023-05-21 22:51:24,278 - ice00001 - [INFO] - [E:202| 0]: Train Loss:0.0018279, Val MRR:0.38928, ice00001 +2023-05-21 22:51:24,755 - ice00001 - [INFO] - [E:47| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-21 22:53:02,384 - ice00001 - [INFO] - [E:47| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 22:53:04,298 - ice00001 - [INFO] - [E:202| 100]: Train Loss:0.0018627, Val MRR:0.38928, ice00001 +2023-05-21 22:54:39,857 - ice00001 - [INFO] - [E:47| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 22:54:45,326 - ice00001 - [INFO] - [E:202| 200]: Train Loss:0.0018626, Val MRR:0.38928, ice00001 +2023-05-21 22:56:17,638 - ice00001 - [INFO] - [E:47| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 22:56:26,833 - ice00001 - [INFO] - [E:202| 300]: Train Loss:0.0018627, Val MRR:0.38928, ice00001 +2023-05-21 22:57:15,629 - ice00001 - [INFO] - [Epoch:47]: Training Loss:0.002901 + +2023-05-21 22:57:16,121 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 22:57:38,576 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 22:57:56,936 - ice00001 - [INFO] - [E:202| 400]: Train Loss:0.0018643, Val MRR:0.38928, ice00001 +2023-05-21 22:58:00,364 - ice00001 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.09369, Head : 0.0688, Avg : 0.08125 + +2023-05-21 22:58:00,364 - ice00001 - [INFO] - [Epoch 47]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 22:58:01,508 - ice00001 - [INFO] - [E:48| 0]: Train Loss:0.002916, Val MRR:0.08254, ice00001 +2023-05-21 22:59:37,860 - ice00001 - [INFO] - [E:202| 500]: Train Loss:0.0018651, Val MRR:0.38928, ice00001 +2023-05-21 22:59:38,543 - ice00001 - [INFO] - [E:48| 100]: Train Loss:0.0029056, Val MRR:0.08254, ice00001 +2023-05-21 23:01:16,405 - ice00001 - [INFO] - [E:48| 200]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-21 23:01:18,173 - ice00001 - [INFO] - [E:202| 600]: Train Loss:0.0018652, Val MRR:0.38928, ice00001 +2023-05-21 23:02:53,715 - ice00001 - [INFO] - [E:48| 300]: Train Loss:0.0029049, Val MRR:0.08254, ice00001 +2023-05-21 23:02:58,365 - ice00001 - [INFO] - [E:202| 700]: Train Loss:0.0018665, Val MRR:0.38928, ice00001 +2023-05-21 23:04:32,521 - ice00001 - [INFO] - [E:48| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-21 23:04:39,337 - ice00001 - [INFO] - [E:202| 800]: Train Loss:0.0018667, Val MRR:0.38928, ice00001 +2023-05-21 23:05:59,311 - ice00001 - [INFO] - [E:48| 500]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-21 23:06:08,887 - ice00001 - [INFO] - [E:202| 900]: Train Loss:0.001867, Val MRR:0.38928, ice00001 +2023-05-21 23:07:19,818 - ice00001 - [INFO] - [Epoch:202]: Training Loss:0.001867 + +2023-05-21 23:07:20,323 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:07:36,977 - ice00001 - [INFO] - [E:48| 600]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-21 23:07:42,899 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:08:05,490 - ice00001 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.4158, Head : 0.36476, Avg : 0.39028 + +2023-05-21 23:08:06,847 - ice00001 - [INFO] - [Epoch 202]: Training Loss: 0.0018669, Valid MRR: 0.39028, + + + +2023-05-21 23:08:08,232 - ice00001 - [INFO] - [E:203| 0]: Train Loss:0.0019108, Val MRR:0.39028, ice00001 +2023-05-21 23:09:14,913 - ice00001 - [INFO] - [E:48| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-21 23:09:49,098 - ice00001 - [INFO] - [E:203| 100]: Train Loss:0.0018574, Val MRR:0.39028, ice00001 +2023-05-21 23:10:52,619 - ice00001 - [INFO] - [E:48| 800]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-21 23:11:29,760 - ice00001 - [INFO] - [E:203| 200]: Train Loss:0.00186, Val MRR:0.39028, ice00001 +2023-05-21 23:12:30,558 - ice00001 - [INFO] - [E:48| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-21 23:13:10,858 - ice00001 - [INFO] - [E:203| 300]: Train Loss:0.0018627, Val MRR:0.39028, ice00001 +2023-05-21 23:13:39,487 - ice00001 - [INFO] - [Epoch:48]: Training Loss:0.002901 + +2023-05-21 23:13:39,800 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:14:02,075 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:14:18,727 - ice00001 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.09298, Head : 0.0643, Avg : 0.07864 + +2023-05-21 23:14:18,727 - ice00001 - [INFO] - [Epoch 48]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 23:14:19,370 - ice00001 - [INFO] - [E:49| 0]: Train Loss:0.0029104, Val MRR:0.08254, ice00001 +2023-05-21 23:14:41,217 - ice00001 - [INFO] - [E:203| 400]: Train Loss:0.0018634, Val MRR:0.39028, ice00001 +2023-05-21 23:15:51,547 - ice00001 - [INFO] - [E:49| 100]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-21 23:16:22,669 - ice00001 - [INFO] - [E:203| 500]: Train Loss:0.001863, Val MRR:0.39028, ice00001 +2023-05-21 23:17:28,764 - ice00001 - [INFO] - [E:49| 200]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-21 23:18:02,797 - ice00001 - [INFO] - [E:203| 600]: Train Loss:0.0018642, Val MRR:0.39028, ice00001 +2023-05-21 23:19:05,375 - ice00001 - [INFO] - [E:49| 300]: Train Loss:0.0028984, Val MRR:0.08254, ice00001 +2023-05-21 23:19:41,921 - ice00001 - [INFO] - [E:203| 700]: Train Loss:0.0018648, Val MRR:0.39028, ice00001 +2023-05-21 23:20:42,561 - ice00001 - [INFO] - [E:49| 400]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-21 23:21:22,769 - ice00001 - [INFO] - [E:203| 800]: Train Loss:0.0018651, Val MRR:0.39028, ice00001 +2023-05-21 23:22:20,530 - ice00001 - [INFO] - [E:49| 500]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-21 23:22:58,762 - ice00001 - [INFO] - [E:203| 900]: Train Loss:0.0018651, Val MRR:0.39028, ice00001 +2023-05-21 23:23:47,849 - ice00001 - [INFO] - [E:49| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 23:24:04,577 - ice00001 - [INFO] - [Epoch:203]: Training Loss:0.001866 + +2023-05-21 23:24:04,906 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:24:27,761 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:24:50,528 - ice00001 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.41689, Head : 0.36401, Avg : 0.39045 + +2023-05-21 23:24:51,926 - ice00001 - [INFO] - [Epoch 203]: Training Loss: 0.0018657, Valid MRR: 0.39045, + + + +2023-05-21 23:24:53,075 - ice00001 - [INFO] - [E:204| 0]: Train Loss:0.0018437, Val MRR:0.39045, ice00001 +2023-05-21 23:25:25,141 - ice00001 - [INFO] - [E:49| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 23:26:33,869 - ice00001 - [INFO] - [E:204| 100]: Train Loss:0.0018583, Val MRR:0.39045, ice00001 +2023-05-21 23:27:02,355 - ice00001 - [INFO] - [E:49| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-21 23:28:14,109 - ice00001 - [INFO] - [E:204| 200]: Train Loss:0.0018579, Val MRR:0.39045, ice00001 +2023-05-21 23:28:40,500 - ice00001 - [INFO] - [E:49| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-21 23:29:48,723 - ice00001 - [INFO] - [Epoch:49]: Training Loss:0.002902 + +2023-05-21 23:29:49,103 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:29:54,712 - ice00001 - [INFO] - [E:204| 300]: Train Loss:0.0018612, Val MRR:0.39045, ice00001 +2023-05-21 23:30:11,763 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:30:33,968 - ice00001 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.0941, Head : 0.06977, Avg : 0.08193 + MR: Tail : 767.31, Head : 922.11, Avg : 844.71 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09868, Head : 0.06202, Avg : 0.08035 + Hit-10: Tail : 0.20706, Head : 0.16021, Avg : 0.18364 +2023-05-21 23:30:33,968 - ice00001 - [INFO] - [Epoch 49]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 23:30:35,169 - ice00001 - [INFO] - [E:50| 0]: Train Loss:0.0029099, Val MRR:0.08254, ice00001 +2023-05-21 23:31:35,217 - ice00001 - [INFO] - [E:204| 400]: Train Loss:0.0018628, Val MRR:0.39045, ice00001 +2023-05-21 23:32:02,269 - ice00001 - [INFO] - [E:50| 100]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-21 23:33:04,687 - ice00001 - [INFO] - [E:204| 500]: Train Loss:0.0018628, Val MRR:0.39045, ice00001 +2023-05-21 23:33:38,420 - ice00001 - [INFO] - [E:50| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 23:34:44,278 - ice00001 - [INFO] - [E:204| 600]: Train Loss:0.0018633, Val MRR:0.39045, ice00001 +2023-05-21 23:35:15,769 - ice00001 - [INFO] - [E:50| 300]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-21 23:36:24,672 - ice00001 - [INFO] - [E:204| 700]: Train Loss:0.0018643, Val MRR:0.39045, ice00001 +2023-05-21 23:36:53,353 - ice00001 - [INFO] - [E:50| 400]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-21 23:38:05,763 - ice00001 - [INFO] - [E:204| 800]: Train Loss:0.0018647, Val MRR:0.39045, ice00001 +2023-05-21 23:38:31,416 - ice00001 - [INFO] - [E:50| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-21 23:39:45,727 - ice00001 - [INFO] - [E:204| 900]: Train Loss:0.0018651, Val MRR:0.39045, ice00001 +2023-05-21 23:40:09,163 - ice00001 - [INFO] - [E:50| 600]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-21 23:40:46,450 - ice00001 - [INFO] - [Epoch:204]: Training Loss:0.001865 + +2023-05-21 23:40:46,955 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:41:09,830 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:41:32,244 - ice00001 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.4165, Head : 0.3639, Avg : 0.3902 + +2023-05-21 23:41:32,244 - ice00001 - [INFO] - [Epoch 204]: Training Loss: 0.0018652, Valid MRR: 0.39045, + + + +2023-05-21 23:41:33,411 - ice00001 - [INFO] - [E:205| 0]: Train Loss:0.0018925, Val MRR:0.39045, ice00001 +2023-05-21 23:41:36,334 - ice00001 - [INFO] - [E:50| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-21 23:43:13,991 - ice00001 - [INFO] - [E:205| 100]: Train Loss:0.0018561, Val MRR:0.39045, ice00001 +2023-05-21 23:43:14,551 - ice00001 - [INFO] - [E:50| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-21 23:44:52,414 - ice00001 - [INFO] - [E:50| 900]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-21 23:44:54,471 - ice00001 - [INFO] - [E:205| 200]: Train Loss:0.0018609, Val MRR:0.39045, ice00001 +2023-05-21 23:46:01,098 - ice00001 - [INFO] - [Epoch:50]: Training Loss:0.002901 + +2023-05-21 23:46:01,477 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:46:23,802 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:46:35,288 - ice00001 - [INFO] - [E:205| 300]: Train Loss:0.001863, Val MRR:0.39045, ice00001 +2023-05-21 23:46:45,702 - ice00001 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.0955, Head : 0.06875, Avg : 0.08212 + +2023-05-21 23:46:45,702 - ice00001 - [INFO] - [Epoch 50]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-21 23:46:46,808 - ice00001 - [INFO] - [E:51| 0]: Train Loss:0.0029667, Val MRR:0.08254, ice00001 +2023-05-21 23:48:14,206 - ice00001 - [INFO] - [E:205| 400]: Train Loss:0.001864, Val MRR:0.39045, ice00001 +2023-05-21 23:48:23,437 - ice00001 - [INFO] - [E:51| 100]: Train Loss:0.002907, Val MRR:0.08254, ice00001 +2023-05-21 23:49:44,384 - ice00001 - [INFO] - [E:205| 500]: Train Loss:0.0018626, Val MRR:0.39045, ice00001 +2023-05-21 23:49:50,458 - ice00001 - [INFO] - [E:51| 200]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-21 23:51:26,776 - ice00001 - [INFO] - [E:205| 600]: Train Loss:0.0018616, Val MRR:0.39045, ice00001 +2023-05-21 23:51:30,589 - ice00001 - [INFO] - [E:51| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-21 23:53:07,345 - ice00001 - [INFO] - [E:205| 700]: Train Loss:0.0018625, Val MRR:0.39045, ice00001 +2023-05-21 23:53:08,045 - ice00001 - [INFO] - [E:51| 400]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-21 23:54:45,749 - ice00001 - [INFO] - [E:51| 500]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-21 23:54:47,757 - ice00001 - [INFO] - [E:205| 800]: Train Loss:0.0018638, Val MRR:0.39045, ice00001 +2023-05-21 23:56:23,816 - ice00001 - [INFO] - [E:51| 600]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-21 23:56:28,199 - ice00001 - [INFO] - [E:205| 900]: Train Loss:0.0018637, Val MRR:0.39045, ice00001 +2023-05-21 23:57:38,760 - ice00001 - [INFO] - [Epoch:205]: Training Loss:0.001864 + +2023-05-21 23:57:39,240 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-21 23:57:55,405 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-21 23:57:55,683 - ice00001 - [INFO] - [E:51| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-21 23:58:13,045 - ice00001 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.41573, Head : 0.36338, Avg : 0.38955 + +2023-05-21 23:58:13,045 - ice00001 - [INFO] - [Epoch 205]: Training Loss: 0.0018641, Valid MRR: 0.39045, + + + +2023-05-21 23:58:14,255 - ice00001 - [INFO] - [E:206| 0]: Train Loss:0.0018679, Val MRR:0.39045, ice00001 +2023-05-21 23:59:28,935 - ice00001 - [INFO] - [E:51| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-21 23:59:54,281 - ice00001 - [INFO] - [E:206| 100]: Train Loss:0.0018628, Val MRR:0.39045, ice00001 +2023-05-22 00:01:06,592 - ice00001 - [INFO] - [E:51| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 00:01:33,634 - ice00001 - [INFO] - [E:206| 200]: Train Loss:0.0018616, Val MRR:0.39045, ice00001 +2023-05-22 00:02:14,219 - ice00001 - [INFO] - [Epoch:51]: Training Loss:0.002901 + +2023-05-22 00:02:14,598 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:02:36,888 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:02:58,773 - ice00001 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.09388, Head : 0.06987, Avg : 0.08188 + +2023-05-22 00:02:58,773 - ice00001 - [INFO] - [Epoch 51]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 00:02:59,907 - ice00001 - [INFO] - [E:52| 0]: Train Loss:0.002908, Val MRR:0.08254, ice00001 +2023-05-22 00:03:12,657 - ice00001 - [INFO] - [E:206| 300]: Train Loss:0.0018605, Val MRR:0.39045, ice00001 +2023-05-22 00:04:37,236 - ice00001 - [INFO] - [E:52| 100]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-22 00:04:53,836 - ice00001 - [INFO] - [E:206| 400]: Train Loss:0.0018619, Val MRR:0.39045, ice00001 +2023-05-22 00:06:14,463 - ice00001 - [INFO] - [E:52| 200]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 00:06:30,198 - ice00001 - [INFO] - [E:206| 500]: Train Loss:0.0018614, Val MRR:0.39045, ice00001 +2023-05-22 00:07:41,182 - ice00001 - [INFO] - [E:52| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 00:08:04,587 - ice00001 - [INFO] - [E:206| 600]: Train Loss:0.0018615, Val MRR:0.39045, ice00001 +2023-05-22 00:09:18,943 - ice00001 - [INFO] - [E:52| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 00:09:45,841 - ice00001 - [INFO] - [E:206| 700]: Train Loss:0.0018621, Val MRR:0.39045, ice00001 +2023-05-22 00:10:56,892 - ice00001 - [INFO] - [E:52| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 00:11:27,196 - ice00001 - [INFO] - [E:206| 800]: Train Loss:0.0018636, Val MRR:0.39045, ice00001 +2023-05-22 00:12:34,820 - ice00001 - [INFO] - [E:52| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 00:13:07,100 - ice00001 - [INFO] - [E:206| 900]: Train Loss:0.0018632, Val MRR:0.39045, ice00001 +2023-05-22 00:14:12,628 - ice00001 - [INFO] - [E:52| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 00:14:17,935 - ice00001 - [INFO] - [Epoch:206]: Training Loss:0.001864 + +2023-05-22 00:14:18,232 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:14:40,853 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:15:03,295 - ice00001 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.41541, Head : 0.36259, Avg : 0.389 + +2023-05-22 00:15:03,295 - ice00001 - [INFO] - [Epoch 206]: Training Loss: 0.0018637, Valid MRR: 0.39045, + + + +2023-05-22 00:15:04,431 - ice00001 - [INFO] - [E:207| 0]: Train Loss:0.0018718, Val MRR:0.39045, ice00001 +2023-05-22 00:15:39,839 - ice00001 - [INFO] - [E:52| 800]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 00:16:33,912 - ice00001 - [INFO] - [E:207| 100]: Train Loss:0.0018557, Val MRR:0.39045, ice00001 +2023-05-22 00:17:16,778 - ice00001 - [INFO] - [E:52| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 00:18:14,116 - ice00001 - [INFO] - [E:207| 200]: Train Loss:0.0018582, Val MRR:0.39045, ice00001 +2023-05-22 00:18:25,716 - ice00001 - [INFO] - [Epoch:52]: Training Loss:0.002901 + +2023-05-22 00:18:26,047 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:18:48,896 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:19:11,118 - ice00001 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.09493, Head : 0.06935, Avg : 0.08214 + +2023-05-22 00:19:11,118 - ice00001 - [INFO] - [Epoch 52]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 00:19:12,179 - ice00001 - [INFO] - [E:53| 0]: Train Loss:0.0028624, Val MRR:0.08254, ice00001 +2023-05-22 00:19:54,375 - ice00001 - [INFO] - [E:207| 300]: Train Loss:0.0018571, Val MRR:0.39045, ice00001 +2023-05-22 00:20:49,875 - ice00001 - [INFO] - [E:53| 100]: Train Loss:0.0028987, Val MRR:0.08254, ice00001 +2023-05-22 00:21:35,594 - ice00001 - [INFO] - [E:207| 400]: Train Loss:0.0018584, Val MRR:0.39045, ice00001 +2023-05-22 00:22:27,567 - ice00001 - [INFO] - [E:53| 200]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 00:23:16,004 - ice00001 - [INFO] - [E:207| 500]: Train Loss:0.00186, Val MRR:0.39045, ice00001 +2023-05-22 00:23:59,881 - ice00001 - [INFO] - [E:53| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 00:24:46,598 - ice00001 - [INFO] - [E:207| 600]: Train Loss:0.0018605, Val MRR:0.39045, ice00001 +2023-05-22 00:25:32,668 - ice00001 - [INFO] - [E:53| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 00:26:27,187 - ice00001 - [INFO] - [E:207| 700]: Train Loss:0.0018609, Val MRR:0.39045, ice00001 +2023-05-22 00:27:10,678 - ice00001 - [INFO] - [E:53| 500]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 00:28:07,581 - ice00001 - [INFO] - [E:207| 800]: Train Loss:0.001862, Val MRR:0.39045, ice00001 +2023-05-22 00:28:47,756 - ice00001 - [INFO] - [E:53| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 00:29:48,185 - ice00001 - [INFO] - [E:207| 900]: Train Loss:0.0018625, Val MRR:0.39045, ice00001 +2023-05-22 00:30:24,597 - ice00001 - [INFO] - [E:53| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 00:30:58,134 - ice00001 - [INFO] - [Epoch:207]: Training Loss:0.001863 + +2023-05-22 00:30:58,514 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:31:21,119 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:31:43,429 - ice00001 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.41544, Head : 0.36434, Avg : 0.38989 + +2023-05-22 00:31:43,429 - ice00001 - [INFO] - [Epoch 207]: Training Loss: 0.0018625, Valid MRR: 0.39045, + + + +2023-05-22 00:31:44,523 - ice00001 - [INFO] - [E:208| 0]: Train Loss:0.0018503, Val MRR:0.39045, ice00001 +2023-05-22 00:32:00,796 - ice00001 - [INFO] - [E:53| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 00:33:15,019 - ice00001 - [INFO] - [E:208| 100]: Train Loss:0.0018555, Val MRR:0.39045, ice00001 +2023-05-22 00:33:27,969 - ice00001 - [INFO] - [E:53| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 00:34:36,976 - ice00001 - [INFO] - [Epoch:53]: Training Loss:0.002901 + +2023-05-22 00:34:37,230 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:34:54,661 - ice00001 - [INFO] - [E:208| 200]: Train Loss:0.0018568, Val MRR:0.39045, ice00001 +2023-05-22 00:34:59,666 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:35:22,307 - ice00001 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.09509, Head : 0.06937, Avg : 0.08223 + +2023-05-22 00:35:22,307 - ice00001 - [INFO] - [Epoch 53]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 00:35:23,427 - ice00001 - [INFO] - [E:54| 0]: Train Loss:0.0029331, Val MRR:0.08254, ice00001 +2023-05-22 00:36:35,400 - ice00001 - [INFO] - [E:208| 300]: Train Loss:0.0018595, Val MRR:0.39045, ice00001 +2023-05-22 00:37:01,197 - ice00001 - [INFO] - [E:54| 100]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 00:38:15,892 - ice00001 - [INFO] - [E:208| 400]: Train Loss:0.0018603, Val MRR:0.39045, ice00001 +2023-05-22 00:38:38,964 - ice00001 - [INFO] - [E:54| 200]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 00:39:58,703 - ice00001 - [INFO] - [E:208| 500]: Train Loss:0.0018608, Val MRR:0.39045, ice00001 +2023-05-22 00:40:18,723 - ice00001 - [INFO] - [E:54| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 00:41:31,454 - ice00001 - [INFO] - [E:208| 600]: Train Loss:0.0018612, Val MRR:0.39045, ice00001 +2023-05-22 00:41:46,275 - ice00001 - [INFO] - [E:54| 400]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 00:43:09,133 - ice00001 - [INFO] - [E:208| 700]: Train Loss:0.0018617, Val MRR:0.39045, ice00001 +2023-05-22 00:43:24,226 - ice00001 - [INFO] - [E:54| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 00:44:48,990 - ice00001 - [INFO] - [E:208| 800]: Train Loss:0.0018617, Val MRR:0.39045, ice00001 +2023-05-22 00:45:02,234 - ice00001 - [INFO] - [E:54| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 00:46:28,417 - ice00001 - [INFO] - [E:208| 900]: Train Loss:0.0018615, Val MRR:0.39045, ice00001 +2023-05-22 00:46:38,835 - ice00001 - [INFO] - [E:54| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 00:47:39,222 - ice00001 - [INFO] - [Epoch:208]: Training Loss:0.001862 + +2023-05-22 00:47:39,716 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:48:02,869 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:48:16,325 - ice00001 - [INFO] - [E:54| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 00:48:25,314 - ice00001 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.41651, Head : 0.3627, Avg : 0.3896 + +2023-05-22 00:48:25,314 - ice00001 - [INFO] - [Epoch 208]: Training Loss: 0.0018619, Valid MRR: 0.39045, + + + +2023-05-22 00:48:26,313 - ice00001 - [INFO] - [E:209| 0]: Train Loss:0.0018633, Val MRR:0.39045, ice00001 +2023-05-22 00:49:54,363 - ice00001 - [INFO] - [E:54| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 00:50:03,412 - ice00001 - [INFO] - [E:209| 100]: Train Loss:0.0018562, Val MRR:0.39045, ice00001 +2023-05-22 00:50:52,333 - ice00001 - [INFO] - [Epoch:54]: Training Loss:0.002902 + +2023-05-22 00:50:52,791 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 00:51:15,345 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 00:51:37,458 - ice00001 - [INFO] - [E:209| 200]: Train Loss:0.0018549, Val MRR:0.39045, ice00001 +2023-05-22 00:51:37,790 - ice00001 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.09424, Head : 0.069, Avg : 0.08162 + +2023-05-22 00:51:37,790 - ice00001 - [INFO] - [Epoch 54]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 00:51:38,845 - ice00001 - [INFO] - [E:55| 0]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 00:53:16,452 - ice00001 - [INFO] - [E:55| 100]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 00:53:18,303 - ice00001 - [INFO] - [E:209| 300]: Train Loss:0.0018567, Val MRR:0.39045, ice00001 +2023-05-22 00:54:53,838 - ice00001 - [INFO] - [E:55| 200]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 00:54:59,004 - ice00001 - [INFO] - [E:209| 400]: Train Loss:0.0018583, Val MRR:0.39045, ice00001 +2023-05-22 00:56:31,437 - ice00001 - [INFO] - [E:55| 300]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 00:56:39,703 - ice00001 - [INFO] - [E:209| 500]: Train Loss:0.0018597, Val MRR:0.39045, ice00001 +2023-05-22 00:58:09,157 - ice00001 - [INFO] - [E:55| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 00:58:20,919 - ice00001 - [INFO] - [E:209| 600]: Train Loss:0.0018601, Val MRR:0.39045, ice00001 +2023-05-22 00:59:35,604 - ice00001 - [INFO] - [E:55| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 00:59:50,296 - ice00001 - [INFO] - [E:209| 700]: Train Loss:0.0018598, Val MRR:0.39045, ice00001 +2023-05-22 01:01:12,118 - ice00001 - [INFO] - [E:55| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 01:01:30,584 - ice00001 - [INFO] - [E:209| 800]: Train Loss:0.0018599, Val MRR:0.39045, ice00001 +2023-05-22 01:02:49,972 - ice00001 - [INFO] - [E:55| 700]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 01:03:11,729 - ice00001 - [INFO] - [E:209| 900]: Train Loss:0.0018605, Val MRR:0.39045, ice00001 +2023-05-22 01:04:22,607 - ice00001 - [INFO] - [Epoch:209]: Training Loss:0.001861 + +2023-05-22 01:04:22,862 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:04:27,498 - ice00001 - [INFO] - [E:55| 800]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 01:04:45,762 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:05:08,257 - ice00001 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.41588, Head : 0.36359, Avg : 0.38973 + MR: Tail : 268.46, Head : 297.9, Avg : 283.18 + Hit-1: Tail : 0.30962, Head : 0.25889, Avg : 0.28426 + Hit-3: Tail : 0.46814, Head : 0.41267, Avg : 0.44041 + Hit-10: Tail : 0.61864, Head : 0.56912, Avg : 0.59388 +2023-05-22 01:05:08,257 - ice00001 - [INFO] - [Epoch 209]: Training Loss: 0.0018607, Valid MRR: 0.39045, + + + +2023-05-22 01:05:09,421 - ice00001 - [INFO] - [E:210| 0]: Train Loss:0.0018094, Val MRR:0.39045, ice00001 +2023-05-22 01:06:04,926 - ice00001 - [INFO] - [E:55| 900]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 01:06:49,702 - ice00001 - [INFO] - [E:210| 100]: Train Loss:0.0018568, Val MRR:0.39045, ice00001 +2023-05-22 01:07:13,603 - ice00001 - [INFO] - [Epoch:55]: Training Loss:0.002901 + +2023-05-22 01:07:14,129 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:07:32,282 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:07:46,711 - ice00001 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.09588, Head : 0.06875, Avg : 0.08231 + +2023-05-22 01:07:46,711 - ice00001 - [INFO] - [Epoch 55]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 01:07:47,797 - ice00001 - [INFO] - [E:56| 0]: Train Loss:0.0028953, Val MRR:0.08254, ice00001 +2023-05-22 01:08:20,408 - ice00001 - [INFO] - [E:210| 200]: Train Loss:0.0018541, Val MRR:0.39045, ice00001 +2023-05-22 01:09:25,609 - ice00001 - [INFO] - [E:56| 100]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 01:10:01,592 - ice00001 - [INFO] - [E:210| 300]: Train Loss:0.001856, Val MRR:0.39045, ice00001 +2023-05-22 01:11:03,388 - ice00001 - [INFO] - [E:56| 200]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 01:11:42,857 - ice00001 - [INFO] - [E:210| 400]: Train Loss:0.0018576, Val MRR:0.39045, ice00001 +2023-05-22 01:12:41,227 - ice00001 - [INFO] - [E:56| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 01:13:23,056 - ice00001 - [INFO] - [E:210| 500]: Train Loss:0.0018578, Val MRR:0.39045, ice00001 +2023-05-22 01:14:18,006 - ice00001 - [INFO] - [E:56| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 01:15:02,339 - ice00001 - [INFO] - [E:210| 600]: Train Loss:0.001859, Val MRR:0.39045, ice00001 +2023-05-22 01:15:54,723 - ice00001 - [INFO] - [E:56| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 01:16:32,243 - ice00001 - [INFO] - [E:210| 700]: Train Loss:0.0018594, Val MRR:0.39045, ice00001 +2023-05-22 01:17:21,889 - ice00001 - [INFO] - [E:56| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 01:18:12,666 - ice00001 - [INFO] - [E:210| 800]: Train Loss:0.0018601, Val MRR:0.39045, ice00001 +2023-05-22 01:18:59,563 - ice00001 - [INFO] - [E:56| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 01:19:53,452 - ice00001 - [INFO] - [E:210| 900]: Train Loss:0.0018601, Val MRR:0.39045, ice00001 +2023-05-22 01:20:37,247 - ice00001 - [INFO] - [E:56| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 01:21:04,408 - ice00001 - [INFO] - [Epoch:210]: Training Loss:0.00186 + +2023-05-22 01:21:04,712 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:21:27,956 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:21:50,579 - ice00001 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.41572, Head : 0.36517, Avg : 0.39044 + +2023-05-22 01:21:50,579 - ice00001 - [INFO] - [Epoch 210]: Training Loss: 0.0018603, Valid MRR: 0.39045, + + + +2023-05-22 01:21:51,547 - ice00001 - [INFO] - [E:211| 0]: Train Loss:0.0018715, Val MRR:0.39045, ice00001 +2023-05-22 01:22:14,685 - ice00001 - [INFO] - [E:56| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 01:23:23,174 - ice00001 - [INFO] - [Epoch:56]: Training Loss:0.002902 + +2023-05-22 01:23:23,510 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:23:31,717 - ice00001 - [INFO] - [E:211| 100]: Train Loss:0.0018597, Val MRR:0.39045, ice00001 +2023-05-22 01:23:46,304 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:24:08,496 - ice00001 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.09503, Head : 0.06881, Avg : 0.08192 + +2023-05-22 01:24:08,496 - ice00001 - [INFO] - [Epoch 56]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 01:24:09,620 - ice00001 - [INFO] - [E:57| 0]: Train Loss:0.002919, Val MRR:0.08254, ice00001 +2023-05-22 01:25:03,776 - ice00001 - [INFO] - [E:211| 200]: Train Loss:0.0018551, Val MRR:0.39045, ice00001 +2023-05-22 01:25:36,785 - ice00001 - [INFO] - [E:57| 100]: Train Loss:0.0029047, Val MRR:0.08254, ice00001 +2023-05-22 01:26:42,987 - ice00001 - [INFO] - [E:211| 300]: Train Loss:0.0018577, Val MRR:0.39045, ice00001 +2023-05-22 01:27:14,363 - ice00001 - [INFO] - [E:57| 200]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 01:28:24,937 - ice00001 - [INFO] - [E:211| 400]: Train Loss:0.0018578, Val MRR:0.39045, ice00001 +2023-05-22 01:28:52,838 - ice00001 - [INFO] - [E:57| 300]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 01:30:04,514 - ice00001 - [INFO] - [E:211| 500]: Train Loss:0.0018584, Val MRR:0.39045, ice00001 +2023-05-22 01:30:29,228 - ice00001 - [INFO] - [E:57| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 01:31:45,019 - ice00001 - [INFO] - [E:211| 600]: Train Loss:0.0018583, Val MRR:0.39045, ice00001 +2023-05-22 01:32:06,652 - ice00001 - [INFO] - [E:57| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 01:33:25,779 - ice00001 - [INFO] - [E:211| 700]: Train Loss:0.0018589, Val MRR:0.39045, ice00001 +2023-05-22 01:33:41,649 - ice00001 - [INFO] - [E:57| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 01:34:56,462 - ice00001 - [INFO] - [E:211| 800]: Train Loss:0.0018591, Val MRR:0.39045, ice00001 +2023-05-22 01:35:11,845 - ice00001 - [INFO] - [E:57| 700]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 01:36:37,185 - ice00001 - [INFO] - [E:211| 900]: Train Loss:0.0018598, Val MRR:0.39045, ice00001 +2023-05-22 01:36:49,404 - ice00001 - [INFO] - [E:57| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 01:37:48,256 - ice00001 - [INFO] - [Epoch:211]: Training Loss:0.001859 + +2023-05-22 01:37:48,511 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:38:11,281 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:38:27,347 - ice00001 - [INFO] - [E:57| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 01:38:33,718 - ice00001 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.41542, Head : 0.36479, Avg : 0.39011 + +2023-05-22 01:38:33,718 - ice00001 - [INFO] - [Epoch 211]: Training Loss: 0.0018592, Valid MRR: 0.39045, + + + +2023-05-22 01:38:34,861 - ice00001 - [INFO] - [E:212| 0]: Train Loss:0.0018231, Val MRR:0.39045, ice00001 +2023-05-22 01:39:36,021 - ice00001 - [INFO] - [Epoch:57]: Training Loss:0.002901 + +2023-05-22 01:39:36,356 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:39:59,032 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:40:15,435 - ice00001 - [INFO] - [E:212| 100]: Train Loss:0.0018538, Val MRR:0.39045, ice00001 +2023-05-22 01:40:21,351 - ice00001 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.09573, Head : 0.06903, Avg : 0.08238 + +2023-05-22 01:40:21,351 - ice00001 - [INFO] - [Epoch 57]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 01:40:22,475 - ice00001 - [INFO] - [E:58| 0]: Train Loss:0.0028566, Val MRR:0.08254, ice00001 +2023-05-22 01:41:56,595 - ice00001 - [INFO] - [E:212| 200]: Train Loss:0.0018542, Val MRR:0.39045, ice00001 +2023-05-22 01:42:00,409 - ice00001 - [INFO] - [E:58| 100]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 01:43:26,564 - ice00001 - [INFO] - [E:212| 300]: Train Loss:0.0018541, Val MRR:0.39045, ice00001 +2023-05-22 01:43:26,672 - ice00001 - [INFO] - [E:58| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 01:45:03,747 - ice00001 - [INFO] - [E:58| 300]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 01:45:06,364 - ice00001 - [INFO] - [E:212| 400]: Train Loss:0.0018556, Val MRR:0.39045, ice00001 +2023-05-22 01:46:42,195 - ice00001 - [INFO] - [E:58| 400]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 01:46:47,402 - ice00001 - [INFO] - [E:212| 500]: Train Loss:0.0018551, Val MRR:0.39045, ice00001 +2023-05-22 01:48:20,464 - ice00001 - [INFO] - [E:58| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 01:48:28,329 - ice00001 - [INFO] - [E:212| 600]: Train Loss:0.0018558, Val MRR:0.39045, ice00001 +2023-05-22 01:49:57,647 - ice00001 - [INFO] - [E:58| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 01:50:08,241 - ice00001 - [INFO] - [E:212| 700]: Train Loss:0.001856, Val MRR:0.39045, ice00001 +2023-05-22 01:51:24,853 - ice00001 - [INFO] - [E:58| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 01:51:38,516 - ice00001 - [INFO] - [E:212| 800]: Train Loss:0.001857, Val MRR:0.39045, ice00001 +2023-05-22 01:53:02,522 - ice00001 - [INFO] - [E:58| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 01:53:19,077 - ice00001 - [INFO] - [E:212| 900]: Train Loss:0.0018575, Val MRR:0.39045, ice00001 +2023-05-22 01:54:30,156 - ice00001 - [INFO] - [Epoch:212]: Training Loss:0.001858 + +2023-05-22 01:54:30,485 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:54:39,538 - ice00001 - [INFO] - [E:58| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 01:54:53,552 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:55:16,212 - ice00001 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.41491, Head : 0.36535, Avg : 0.39013 + +2023-05-22 01:55:16,212 - ice00001 - [INFO] - [Epoch 212]: Training Loss: 0.0018584, Valid MRR: 0.39045, + + + +2023-05-22 01:55:17,389 - ice00001 - [INFO] - [E:213| 0]: Train Loss:0.0018361, Val MRR:0.39045, ice00001 +2023-05-22 01:55:48,408 - ice00001 - [INFO] - [Epoch:58]: Training Loss:0.002901 + +2023-05-22 01:55:48,659 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 01:56:11,299 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 01:56:33,311 - ice00001 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.09439, Head : 0.06883, Avg : 0.08161 + +2023-05-22 01:56:33,311 - ice00001 - [INFO] - [Epoch 58]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 01:56:34,432 - ice00001 - [INFO] - [E:59| 0]: Train Loss:0.0029333, Val MRR:0.08254, ice00001 +2023-05-22 01:56:57,417 - ice00001 - [INFO] - [E:213| 100]: Train Loss:0.0018529, Val MRR:0.39045, ice00001 +2023-05-22 01:58:10,869 - ice00001 - [INFO] - [E:59| 100]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 01:58:36,457 - ice00001 - [INFO] - [E:213| 200]: Train Loss:0.0018545, Val MRR:0.39045, ice00001 +2023-05-22 01:59:46,871 - ice00001 - [INFO] - [E:59| 200]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 02:00:07,096 - ice00001 - [INFO] - [E:213| 300]: Train Loss:0.0018557, Val MRR:0.39045, ice00001 +2023-05-22 02:01:15,269 - ice00001 - [INFO] - [E:59| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 02:01:47,503 - ice00001 - [INFO] - [E:213| 400]: Train Loss:0.0018563, Val MRR:0.39045, ice00001 +2023-05-22 02:02:53,188 - ice00001 - [INFO] - [E:59| 400]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-22 02:03:29,332 - ice00001 - [INFO] - [E:213| 500]: Train Loss:0.0018567, Val MRR:0.39045, ice00001 +2023-05-22 02:04:31,246 - ice00001 - [INFO] - [E:59| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 02:05:10,133 - ice00001 - [INFO] - [E:213| 600]: Train Loss:0.001857, Val MRR:0.39045, ice00001 +2023-05-22 02:06:08,787 - ice00001 - [INFO] - [E:59| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 02:06:51,235 - ice00001 - [INFO] - [E:213| 700]: Train Loss:0.0018572, Val MRR:0.39045, ice00001 +2023-05-22 02:07:46,332 - ice00001 - [INFO] - [E:59| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 02:08:31,745 - ice00001 - [INFO] - [E:213| 800]: Train Loss:0.001857, Val MRR:0.39045, ice00001 +2023-05-22 02:09:13,809 - ice00001 - [INFO] - [E:59| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 02:10:01,964 - ice00001 - [INFO] - [E:213| 900]: Train Loss:0.0018578, Val MRR:0.39045, ice00001 +2023-05-22 02:10:51,719 - ice00001 - [INFO] - [E:59| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 02:11:11,879 - ice00001 - [INFO] - [Epoch:213]: Training Loss:0.001858 + +2023-05-22 02:11:12,388 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 02:11:34,834 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 02:11:57,134 - ice00001 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.41619, Head : 0.36467, Avg : 0.39043 + +2023-05-22 02:11:57,134 - ice00001 - [INFO] - [Epoch 213]: Training Loss: 0.0018576, Valid MRR: 0.39045, + + + +2023-05-22 02:11:58,172 - ice00001 - [INFO] - [E:214| 0]: Train Loss:0.0018657, Val MRR:0.39045, ice00001 +2023-05-22 02:11:59,391 - ice00001 - [INFO] - [Epoch:59]: Training Loss:0.002901 + +2023-05-22 02:11:59,693 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 02:12:21,585 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 02:12:43,627 - ice00001 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.09539, Head : 0.0684, Avg : 0.08189 + MR: Tail : 850.62, Head : 1041.6, Avg : 946.09 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09892, Head : 0.06178, Avg : 0.08035 + Hit-10: Tail : 0.21556, Head : 0.15463, Avg : 0.1851 +2023-05-22 02:12:43,627 - ice00001 - [INFO] - [Epoch 59]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 02:12:44,518 - ice00001 - [INFO] - [E:60| 0]: Train Loss:0.0029434, Val MRR:0.08254, ice00001 +2023-05-22 02:13:37,400 - ice00001 - [INFO] - [E:214| 100]: Train Loss:0.0018547, Val MRR:0.39045, ice00001 +2023-05-22 02:14:21,498 - ice00001 - [INFO] - [E:60| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 02:15:17,194 - ice00001 - [INFO] - [E:214| 200]: Train Loss:0.001854, Val MRR:0.39045, ice00001 +2023-05-22 02:16:00,670 - ice00001 - [INFO] - [E:60| 200]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 02:16:59,868 - ice00001 - [INFO] - [E:214| 300]: Train Loss:0.001855, Val MRR:0.39045, ice00001 +2023-05-22 02:17:28,742 - ice00001 - [INFO] - [E:60| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 02:18:30,524 - ice00001 - [INFO] - [E:214| 400]: Train Loss:0.0018548, Val MRR:0.39045, ice00001 +2023-05-22 02:19:05,102 - ice00001 - [INFO] - [E:60| 400]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 02:20:11,172 - ice00001 - [INFO] - [E:214| 500]: Train Loss:0.0018547, Val MRR:0.39045, ice00001 +2023-05-22 02:20:42,432 - ice00001 - [INFO] - [E:60| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 02:21:52,147 - ice00001 - [INFO] - [E:214| 600]: Train Loss:0.0018564, Val MRR:0.39045, ice00001 +2023-05-22 02:22:20,216 - ice00001 - [INFO] - [E:60| 600]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 02:23:33,439 - ice00001 - [INFO] - [E:214| 700]: Train Loss:0.0018558, Val MRR:0.39045, ice00001 +2023-05-22 02:23:57,659 - ice00001 - [INFO] - [E:60| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 02:25:13,706 - ice00001 - [INFO] - [E:214| 800]: Train Loss:0.0018558, Val MRR:0.39045, ice00001 +2023-05-22 02:25:35,652 - ice00001 - [INFO] - [E:60| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 02:26:43,150 - ice00001 - [INFO] - [E:214| 900]: Train Loss:0.0018568, Val MRR:0.39045, ice00001 +2023-05-22 02:27:02,183 - ice00001 - [INFO] - [E:60| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 02:27:53,311 - ice00001 - [INFO] - [Epoch:214]: Training Loss:0.001857 + +2023-05-22 02:27:53,702 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 02:28:10,440 - ice00001 - [INFO] - [Epoch:60]: Training Loss:0.002901 + +2023-05-22 02:28:10,691 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 02:28:16,644 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 02:28:33,042 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 02:28:39,177 - ice00001 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.41658, Head : 0.36619, Avg : 0.39139 + +2023-05-22 02:28:40,498 - ice00001 - [INFO] - [Epoch 214]: Training Loss: 0.0018571, Valid MRR: 0.39139, + + + +2023-05-22 02:28:41,291 - ice00001 - [INFO] - [E:215| 0]: Train Loss:0.0018295, Val MRR:0.39139, ice00001 +2023-05-22 02:28:55,025 - ice00001 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.09537, Head : 0.06902, Avg : 0.0822 + +2023-05-22 02:28:55,025 - ice00001 - [INFO] - [Epoch 60]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 02:28:56,158 - ice00001 - [INFO] - [E:61| 0]: Train Loss:0.0029474, Val MRR:0.08254, ice00001 +2023-05-22 02:30:22,242 - ice00001 - [INFO] - [E:215| 100]: Train Loss:0.0018525, Val MRR:0.39139, ice00001 +2023-05-22 02:30:33,086 - ice00001 - [INFO] - [E:61| 100]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-22 02:32:02,771 - ice00001 - [INFO] - [E:215| 200]: Train Loss:0.00185, Val MRR:0.39139, ice00001 +2023-05-22 02:32:10,090 - ice00001 - [INFO] - [E:61| 200]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 02:33:43,981 - ice00001 - [INFO] - [E:215| 300]: Train Loss:0.0018529, Val MRR:0.39139, ice00001 +2023-05-22 02:33:46,944 - ice00001 - [INFO] - [E:61| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 02:35:14,944 - ice00001 - [INFO] - [E:61| 400]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 02:35:15,128 - ice00001 - [INFO] - [E:215| 400]: Train Loss:0.0018539, Val MRR:0.39139, ice00001 +2023-05-22 02:36:52,186 - ice00001 - [INFO] - [E:61| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 02:36:55,840 - ice00001 - [INFO] - [E:215| 500]: Train Loss:0.0018533, Val MRR:0.39139, ice00001 +2023-05-22 02:38:29,326 - ice00001 - [INFO] - [E:61| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 02:38:36,156 - ice00001 - [INFO] - [E:215| 600]: Train Loss:0.0018532, Val MRR:0.39139, ice00001 +2023-05-22 02:40:06,084 - ice00001 - [INFO] - [E:61| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 02:40:16,648 - ice00001 - [INFO] - [E:215| 700]: Train Loss:0.0018543, Val MRR:0.39139, ice00001 +2023-05-22 02:41:42,529 - ice00001 - [INFO] - [E:61| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 02:41:55,503 - ice00001 - [INFO] - [E:215| 800]: Train Loss:0.0018548, Val MRR:0.39139, ice00001 +2023-05-22 02:43:19,055 - ice00001 - [INFO] - [E:61| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 02:43:29,215 - ice00001 - [INFO] - [E:215| 900]: Train Loss:0.0018555, Val MRR:0.39139, ice00001 +2023-05-22 02:44:18,726 - ice00001 - [INFO] - [Epoch:61]: Training Loss:0.002902 + +2023-05-22 02:44:18,976 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 02:44:37,081 - ice00001 - [INFO] - [Epoch:215]: Training Loss:0.001856 + +2023-05-22 02:44:37,583 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 02:44:41,440 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 02:45:00,523 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 02:45:03,819 - ice00001 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.09421, Head : 0.06944, Avg : 0.08182 + +2023-05-22 02:45:03,819 - ice00001 - [INFO] - [Epoch 61]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 02:45:04,931 - ice00001 - [INFO] - [E:62| 0]: Train Loss:0.0028606, Val MRR:0.08254, ice00001 +2023-05-22 02:45:22,971 - ice00001 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.4164, Head : 0.36499, Avg : 0.39069 + +2023-05-22 02:45:22,972 - ice00001 - [INFO] - [Epoch 215]: Training Loss: 0.0018559, Valid MRR: 0.39139, + + + +2023-05-22 02:45:23,871 - ice00001 - [INFO] - [E:216| 0]: Train Loss:0.0018555, Val MRR:0.39139, ice00001 +2023-05-22 02:46:42,213 - ice00001 - [INFO] - [E:62| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 02:47:03,897 - ice00001 - [INFO] - [E:216| 100]: Train Loss:0.0018495, Val MRR:0.39139, ice00001 +2023-05-22 02:48:19,510 - ice00001 - [INFO] - [E:62| 200]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 02:48:44,042 - ice00001 - [INFO] - [E:216| 200]: Train Loss:0.0018515, Val MRR:0.39139, ice00001 +2023-05-22 02:49:56,912 - ice00001 - [INFO] - [E:62| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 02:50:23,937 - ice00001 - [INFO] - [E:216| 300]: Train Loss:0.0018527, Val MRR:0.39139, ice00001 +2023-05-22 02:51:34,815 - ice00001 - [INFO] - [E:62| 400]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 02:52:02,689 - ice00001 - [INFO] - [E:216| 400]: Train Loss:0.0018535, Val MRR:0.39139, ice00001 +2023-05-22 02:53:01,499 - ice00001 - [INFO] - [E:62| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 02:53:33,844 - ice00001 - [INFO] - [E:216| 500]: Train Loss:0.0018538, Val MRR:0.39139, ice00001 +2023-05-22 02:54:38,233 - ice00001 - [INFO] - [E:62| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 02:55:13,834 - ice00001 - [INFO] - [E:216| 600]: Train Loss:0.0018537, Val MRR:0.39139, ice00001 +2023-05-22 02:56:14,271 - ice00001 - [INFO] - [E:62| 700]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 02:56:53,867 - ice00001 - [INFO] - [E:216| 700]: Train Loss:0.0018534, Val MRR:0.39139, ice00001 +2023-05-22 02:57:51,604 - ice00001 - [INFO] - [E:62| 800]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 02:58:34,910 - ice00001 - [INFO] - [E:216| 800]: Train Loss:0.0018542, Val MRR:0.39139, ice00001 +2023-05-22 02:59:29,111 - ice00001 - [INFO] - [E:62| 900]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 03:00:15,700 - ice00001 - [INFO] - [E:216| 900]: Train Loss:0.0018548, Val MRR:0.39139, ice00001 +2023-05-22 03:00:37,461 - ice00001 - [INFO] - [Epoch:62]: Training Loss:0.002902 + +2023-05-22 03:00:37,669 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:00:50,976 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:01:11,274 - ice00001 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.09536, Head : 0.06883, Avg : 0.08209 + +2023-05-22 03:01:11,274 - ice00001 - [INFO] - [Epoch 62]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 03:01:12,419 - ice00001 - [INFO] - [E:63| 0]: Train Loss:0.0029855, Val MRR:0.08254, ice00001 +2023-05-22 03:01:15,831 - ice00001 - [INFO] - [Epoch:216]: Training Loss:0.001855 + +2023-05-22 03:01:16,087 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:01:38,884 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:02:01,235 - ice00001 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.41577, Head : 0.36588, Avg : 0.39083 + +2023-05-22 03:02:01,235 - ice00001 - [INFO] - [Epoch 216]: Training Loss: 0.0018552, Valid MRR: 0.39139, + + + +2023-05-22 03:02:02,383 - ice00001 - [INFO] - [E:217| 0]: Train Loss:0.0019127, Val MRR:0.39139, ice00001 +2023-05-22 03:02:49,325 - ice00001 - [INFO] - [E:63| 100]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 03:03:42,795 - ice00001 - [INFO] - [E:217| 100]: Train Loss:0.00185, Val MRR:0.39139, ice00001 +2023-05-22 03:04:28,774 - ice00001 - [INFO] - [E:63| 200]: Train Loss:0.0029049, Val MRR:0.08254, ice00001 +2023-05-22 03:05:25,823 - ice00001 - [INFO] - [E:217| 200]: Train Loss:0.0018511, Val MRR:0.39139, ice00001 +2023-05-22 03:06:06,197 - ice00001 - [INFO] - [E:63| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 03:07:06,658 - ice00001 - [INFO] - [E:217| 300]: Train Loss:0.0018532, Val MRR:0.39139, ice00001 +2023-05-22 03:07:43,257 - ice00001 - [INFO] - [E:63| 400]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 03:08:48,103 - ice00001 - [INFO] - [E:217| 400]: Train Loss:0.0018531, Val MRR:0.39139, ice00001 +2023-05-22 03:09:21,275 - ice00001 - [INFO] - [E:63| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 03:10:18,046 - ice00001 - [INFO] - [E:217| 500]: Train Loss:0.0018532, Val MRR:0.39139, ice00001 +2023-05-22 03:10:47,773 - ice00001 - [INFO] - [E:63| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 03:11:58,496 - ice00001 - [INFO] - [E:217| 600]: Train Loss:0.0018533, Val MRR:0.39139, ice00001 +2023-05-22 03:12:24,542 - ice00001 - [INFO] - [E:63| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 03:13:39,753 - ice00001 - [INFO] - [E:217| 700]: Train Loss:0.0018539, Val MRR:0.39139, ice00001 +2023-05-22 03:14:01,909 - ice00001 - [INFO] - [E:63| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 03:15:20,588 - ice00001 - [INFO] - [E:217| 800]: Train Loss:0.0018544, Val MRR:0.39139, ice00001 +2023-05-22 03:15:38,608 - ice00001 - [INFO] - [E:63| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 03:16:46,437 - ice00001 - [INFO] - [Epoch:63]: Training Loss:0.002902 + +2023-05-22 03:16:46,938 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:17:01,783 - ice00001 - [INFO] - [E:217| 900]: Train Loss:0.0018545, Val MRR:0.39139, ice00001 +2023-05-22 03:17:09,502 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:17:31,301 - ice00001 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.0946, Head : 0.06909, Avg : 0.08184 + +2023-05-22 03:17:31,301 - ice00001 - [INFO] - [Epoch 63]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 03:17:32,255 - ice00001 - [INFO] - [E:64| 0]: Train Loss:0.0029395, Val MRR:0.08254, ice00001 +2023-05-22 03:18:12,616 - ice00001 - [INFO] - [Epoch:217]: Training Loss:0.001854 + +2023-05-22 03:18:13,119 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:18:27,180 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:18:46,756 - ice00001 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.41607, Head : 0.36506, Avg : 0.39057 + +2023-05-22 03:18:46,756 - ice00001 - [INFO] - [Epoch 217]: Training Loss: 0.0018543, Valid MRR: 0.39139, + + + +2023-05-22 03:18:47,928 - ice00001 - [INFO] - [E:218| 0]: Train Loss:0.0018874, Val MRR:0.39139, ice00001 +2023-05-22 03:18:59,638 - ice00001 - [INFO] - [E:64| 100]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 03:20:28,281 - ice00001 - [INFO] - [E:218| 100]: Train Loss:0.0018546, Val MRR:0.39139, ice00001 +2023-05-22 03:20:37,711 - ice00001 - [INFO] - [E:64| 200]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 03:22:09,212 - ice00001 - [INFO] - [E:218| 200]: Train Loss:0.0018531, Val MRR:0.39139, ice00001 +2023-05-22 03:22:15,632 - ice00001 - [INFO] - [E:64| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 03:23:50,070 - ice00001 - [INFO] - [E:218| 300]: Train Loss:0.0018531, Val MRR:0.39139, ice00001 +2023-05-22 03:23:53,043 - ice00001 - [INFO] - [E:64| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 03:25:29,048 - ice00001 - [INFO] - [E:218| 400]: Train Loss:0.0018527, Val MRR:0.39139, ice00001 +2023-05-22 03:25:29,713 - ice00001 - [INFO] - [E:64| 500]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 03:27:01,700 - ice00001 - [INFO] - [E:64| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 03:27:03,640 - ice00001 - [INFO] - [E:218| 500]: Train Loss:0.0018531, Val MRR:0.39139, ice00001 +2023-05-22 03:28:33,835 - ice00001 - [INFO] - [E:64| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 03:28:40,514 - ice00001 - [INFO] - [E:218| 600]: Train Loss:0.0018538, Val MRR:0.39139, ice00001 +2023-05-22 03:30:11,141 - ice00001 - [INFO] - [E:64| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 03:30:20,977 - ice00001 - [INFO] - [E:218| 700]: Train Loss:0.0018541, Val MRR:0.39139, ice00001 +2023-05-22 03:31:47,796 - ice00001 - [INFO] - [E:64| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 03:32:01,747 - ice00001 - [INFO] - [E:218| 800]: Train Loss:0.0018541, Val MRR:0.39139, ice00001 +2023-05-22 03:32:56,506 - ice00001 - [INFO] - [Epoch:64]: Training Loss:0.002902 + +2023-05-22 03:32:57,003 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:33:19,689 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:33:41,784 - ice00001 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.09488, Head : 0.06956, Avg : 0.08222 + +2023-05-22 03:33:41,784 - ice00001 - [INFO] - [Epoch 64]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 03:33:42,521 - ice00001 - [INFO] - [E:218| 900]: Train Loss:0.0018538, Val MRR:0.39139, ice00001 +2023-05-22 03:33:42,571 - ice00001 - [INFO] - [E:65| 0]: Train Loss:0.002908, Val MRR:0.08254, ice00001 +2023-05-22 03:34:54,004 - ice00001 - [INFO] - [Epoch:218]: Training Loss:0.001854 + +2023-05-22 03:34:54,509 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:35:17,597 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:35:20,264 - ice00001 - [INFO] - [E:65| 100]: Train Loss:0.0028967, Val MRR:0.08254, ice00001 +2023-05-22 03:35:39,410 - ice00001 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.41636, Head : 0.36499, Avg : 0.39068 + +2023-05-22 03:35:39,410 - ice00001 - [INFO] - [Epoch 218]: Training Loss: 0.0018541, Valid MRR: 0.39139, + + + +2023-05-22 03:35:40,047 - ice00001 - [INFO] - [E:219| 0]: Train Loss:0.0017831, Val MRR:0.39139, ice00001 +2023-05-22 03:36:47,932 - ice00001 - [INFO] - [E:65| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-22 03:37:12,329 - ice00001 - [INFO] - [E:219| 100]: Train Loss:0.001848, Val MRR:0.39139, ice00001 +2023-05-22 03:38:25,001 - ice00001 - [INFO] - [E:65| 300]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 03:38:52,045 - ice00001 - [INFO] - [E:219| 200]: Train Loss:0.0018512, Val MRR:0.39139, ice00001 +2023-05-22 03:40:01,195 - ice00001 - [INFO] - [E:65| 400]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 03:40:32,645 - ice00001 - [INFO] - [E:219| 300]: Train Loss:0.0018503, Val MRR:0.39139, ice00001 +2023-05-22 03:41:38,651 - ice00001 - [INFO] - [E:65| 500]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 03:42:13,530 - ice00001 - [INFO] - [E:219| 400]: Train Loss:0.0018511, Val MRR:0.39139, ice00001 +2023-05-22 03:43:17,022 - ice00001 - [INFO] - [E:65| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 03:43:53,901 - ice00001 - [INFO] - [E:219| 500]: Train Loss:0.0018525, Val MRR:0.39139, ice00001 +2023-05-22 03:44:44,830 - ice00001 - [INFO] - [E:65| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 03:45:24,817 - ice00001 - [INFO] - [E:219| 600]: Train Loss:0.0018526, Val MRR:0.39139, ice00001 +2023-05-22 03:46:22,950 - ice00001 - [INFO] - [E:65| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 03:47:05,206 - ice00001 - [INFO] - [E:219| 700]: Train Loss:0.0018522, Val MRR:0.39139, ice00001 +2023-05-22 03:48:00,793 - ice00001 - [INFO] - [E:65| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 03:48:45,685 - ice00001 - [INFO] - [E:219| 800]: Train Loss:0.0018522, Val MRR:0.39139, ice00001 +2023-05-22 03:49:09,064 - ice00001 - [INFO] - [Epoch:65]: Training Loss:0.002902 + +2023-05-22 03:49:09,401 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:49:32,192 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:49:54,699 - ice00001 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.09546, Head : 0.06933, Avg : 0.08239 + +2023-05-22 03:49:54,699 - ice00001 - [INFO] - [Epoch 65]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 03:49:55,800 - ice00001 - [INFO] - [E:66| 0]: Train Loss:0.0029381, Val MRR:0.08254, ice00001 +2023-05-22 03:50:26,504 - ice00001 - [INFO] - [E:219| 900]: Train Loss:0.0018526, Val MRR:0.39139, ice00001 +2023-05-22 03:51:33,318 - ice00001 - [INFO] - [E:66| 100]: Train Loss:0.0029061, Val MRR:0.08254, ice00001 +2023-05-22 03:51:37,509 - ice00001 - [INFO] - [Epoch:219]: Training Loss:0.001852 + +2023-05-22 03:51:37,786 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 03:52:01,173 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 03:52:25,403 - ice00001 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.41684, Head : 0.36636, Avg : 0.3916 + MR: Tail : 285.56, Head : 312.43, Avg : 298.99 + Hit-1: Tail : 0.31181, Head : 0.26241, Avg : 0.28711 + Hit-3: Tail : 0.46875, Head : 0.4134, Avg : 0.44107 + Hit-10: Tail : 0.61743, Head : 0.57276, Avg : 0.5951 +2023-05-22 03:52:27,919 - ice00001 - [INFO] - [Epoch 219]: Training Loss: 0.0018523, Valid MRR: 0.3916, + + + +2023-05-22 03:52:29,106 - ice00001 - [INFO] - [E:220| 0]: Train Loss:0.001866, Val MRR:0.3916, ice00001 +2023-05-22 03:53:10,459 - ice00001 - [INFO] - [E:66| 200]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 03:53:58,519 - ice00001 - [INFO] - [E:220| 100]: Train Loss:0.001848, Val MRR:0.3916, ice00001 +2023-05-22 03:54:38,820 - ice00001 - [INFO] - [E:66| 300]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-22 03:55:38,722 - ice00001 - [INFO] - [E:220| 200]: Train Loss:0.0018473, Val MRR:0.3916, ice00001 +2023-05-22 03:56:16,482 - ice00001 - [INFO] - [E:66| 400]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 03:57:18,893 - ice00001 - [INFO] - [E:220| 300]: Train Loss:0.0018484, Val MRR:0.3916, ice00001 +2023-05-22 03:57:54,208 - ice00001 - [INFO] - [E:66| 500]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 03:58:59,359 - ice00001 - [INFO] - [E:220| 400]: Train Loss:0.0018489, Val MRR:0.3916, ice00001 +2023-05-22 03:59:32,065 - ice00001 - [INFO] - [E:66| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 04:00:40,639 - ice00001 - [INFO] - [E:220| 500]: Train Loss:0.0018498, Val MRR:0.3916, ice00001 +2023-05-22 04:01:09,683 - ice00001 - [INFO] - [E:66| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 04:02:11,354 - ice00001 - [INFO] - [E:220| 600]: Train Loss:0.0018505, Val MRR:0.3916, ice00001 +2023-05-22 04:02:37,447 - ice00001 - [INFO] - [E:66| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 04:03:52,007 - ice00001 - [INFO] - [E:220| 700]: Train Loss:0.0018505, Val MRR:0.3916, ice00001 +2023-05-22 04:04:15,472 - ice00001 - [INFO] - [E:66| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 04:05:24,301 - ice00001 - [INFO] - [Epoch:66]: Training Loss:0.002901 + +2023-05-22 04:05:24,553 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:05:32,572 - ice00001 - [INFO] - [E:220| 800]: Train Loss:0.0018511, Val MRR:0.3916, ice00001 +2023-05-22 04:05:47,357 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:06:09,688 - ice00001 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.09528, Head : 0.06922, Avg : 0.08225 + +2023-05-22 04:06:09,688 - ice00001 - [INFO] - [Epoch 66]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 04:06:10,805 - ice00001 - [INFO] - [E:67| 0]: Train Loss:0.0028498, Val MRR:0.08254, ice00001 +2023-05-22 04:07:12,928 - ice00001 - [INFO] - [E:220| 900]: Train Loss:0.0018519, Val MRR:0.3916, ice00001 +2023-05-22 04:07:47,827 - ice00001 - [INFO] - [E:67| 100]: Train Loss:0.0029053, Val MRR:0.08254, ice00001 +2023-05-22 04:08:22,459 - ice00001 - [INFO] - [Epoch:220]: Training Loss:0.001852 + +2023-05-22 04:08:22,962 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:08:45,472 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:09:07,735 - ice00001 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.41713, Head : 0.36607, Avg : 0.3916 + +2023-05-22 04:09:07,735 - ice00001 - [INFO] - [Epoch 220]: Training Loss: 0.001852, Valid MRR: 0.3916, + + + +2023-05-22 04:09:08,781 - ice00001 - [INFO] - [E:221| 0]: Train Loss:0.0018401, Val MRR:0.3916, ice00001 +2023-05-22 04:09:25,449 - ice00001 - [INFO] - [E:67| 200]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 04:10:40,007 - ice00001 - [INFO] - [E:221| 100]: Train Loss:0.0018497, Val MRR:0.3916, ice00001 +2023-05-22 04:10:52,484 - ice00001 - [INFO] - [E:67| 300]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 04:12:20,721 - ice00001 - [INFO] - [E:221| 200]: Train Loss:0.0018477, Val MRR:0.3916, ice00001 +2023-05-22 04:12:29,385 - ice00001 - [INFO] - [E:67| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 04:14:02,695 - ice00001 - [INFO] - [E:221| 300]: Train Loss:0.0018477, Val MRR:0.3916, ice00001 +2023-05-22 04:14:06,712 - ice00001 - [INFO] - [E:67| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 04:15:43,440 - ice00001 - [INFO] - [E:67| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 04:15:44,311 - ice00001 - [INFO] - [E:221| 400]: Train Loss:0.0018487, Val MRR:0.3916, ice00001 +2023-05-22 04:17:21,047 - ice00001 - [INFO] - [E:67| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 04:17:26,226 - ice00001 - [INFO] - [E:221| 500]: Train Loss:0.0018484, Val MRR:0.3916, ice00001 +2023-05-22 04:18:58,649 - ice00001 - [INFO] - [E:67| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 04:19:06,725 - ice00001 - [INFO] - [E:221| 600]: Train Loss:0.0018485, Val MRR:0.3916, ice00001 +2023-05-22 04:20:26,583 - ice00001 - [INFO] - [E:67| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 04:20:37,925 - ice00001 - [INFO] - [E:221| 700]: Train Loss:0.0018491, Val MRR:0.3916, ice00001 +2023-05-22 04:21:35,405 - ice00001 - [INFO] - [Epoch:67]: Training Loss:0.002901 + +2023-05-22 04:21:35,656 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:21:57,693 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:22:17,390 - ice00001 - [INFO] - [E:221| 800]: Train Loss:0.0018499, Val MRR:0.3916, ice00001 +2023-05-22 04:22:19,832 - ice00001 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.09508, Head : 0.06945, Avg : 0.08227 + +2023-05-22 04:22:19,832 - ice00001 - [INFO] - [Epoch 67]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 04:22:20,737 - ice00001 - [INFO] - [E:68| 0]: Train Loss:0.0028235, Val MRR:0.08254, ice00001 +2023-05-22 04:23:57,505 - ice00001 - [INFO] - [E:68| 100]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 04:23:57,570 - ice00001 - [INFO] - [E:221| 900]: Train Loss:0.0018507, Val MRR:0.3916, ice00001 +2023-05-22 04:25:09,347 - ice00001 - [INFO] - [Epoch:221]: Training Loss:0.001851 + +2023-05-22 04:25:09,851 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:25:33,178 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:25:34,535 - ice00001 - [INFO] - [E:68| 200]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 04:25:55,818 - ice00001 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.41672, Head : 0.36535, Avg : 0.39104 + +2023-05-22 04:25:55,818 - ice00001 - [INFO] - [Epoch 221]: Training Loss: 0.001851, Valid MRR: 0.3916, + + + +2023-05-22 04:25:56,841 - ice00001 - [INFO] - [E:222| 0]: Train Loss:0.0018555, Val MRR:0.3916, ice00001 +2023-05-22 04:27:12,243 - ice00001 - [INFO] - [E:68| 300]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 04:27:38,853 - ice00001 - [INFO] - [E:222| 100]: Train Loss:0.0018482, Val MRR:0.3916, ice00001 +2023-05-22 04:28:38,934 - ice00001 - [INFO] - [E:68| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 04:29:10,101 - ice00001 - [INFO] - [E:222| 200]: Train Loss:0.0018495, Val MRR:0.3916, ice00001 +2023-05-22 04:30:16,381 - ice00001 - [INFO] - [E:68| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 04:30:51,397 - ice00001 - [INFO] - [E:222| 300]: Train Loss:0.0018495, Val MRR:0.3916, ice00001 +2023-05-22 04:31:54,126 - ice00001 - [INFO] - [E:68| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 04:32:33,618 - ice00001 - [INFO] - [E:222| 400]: Train Loss:0.0018499, Val MRR:0.3916, ice00001 +2023-05-22 04:33:31,690 - ice00001 - [INFO] - [E:68| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 04:34:15,163 - ice00001 - [INFO] - [E:222| 500]: Train Loss:0.0018501, Val MRR:0.3916, ice00001 +2023-05-22 04:35:10,283 - ice00001 - [INFO] - [E:68| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 04:35:56,159 - ice00001 - [INFO] - [E:222| 600]: Train Loss:0.0018502, Val MRR:0.3916, ice00001 +2023-05-22 04:36:44,507 - ice00001 - [INFO] - [E:68| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 04:37:25,186 - ice00001 - [INFO] - [E:222| 700]: Train Loss:0.001851, Val MRR:0.3916, ice00001 +2023-05-22 04:37:45,652 - ice00001 - [INFO] - [Epoch:68]: Training Loss:0.002902 + +2023-05-22 04:37:45,902 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:38:08,553 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:38:30,852 - ice00001 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.09521, Head : 0.06885, Avg : 0.08203 + +2023-05-22 04:38:30,852 - ice00001 - [INFO] - [Epoch 68]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 04:38:31,961 - ice00001 - [INFO] - [E:69| 0]: Train Loss:0.0028792, Val MRR:0.08254, ice00001 +2023-05-22 04:39:06,350 - ice00001 - [INFO] - [E:222| 800]: Train Loss:0.0018511, Val MRR:0.3916, ice00001 +2023-05-22 04:40:10,510 - ice00001 - [INFO] - [E:69| 100]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 04:40:50,008 - ice00001 - [INFO] - [E:222| 900]: Train Loss:0.0018511, Val MRR:0.3916, ice00001 +2023-05-22 04:41:49,910 - ice00001 - [INFO] - [E:69| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 04:42:01,134 - ice00001 - [INFO] - [Epoch:222]: Training Loss:0.001851 + +2023-05-22 04:42:01,631 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:42:24,936 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:42:47,645 - ice00001 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.41819, Head : 0.36683, Avg : 0.39251 + +2023-05-22 04:42:49,071 - ice00001 - [INFO] - [Epoch 222]: Training Loss: 0.0018507, Valid MRR: 0.39251, + + + +2023-05-22 04:42:50,224 - ice00001 - [INFO] - [E:223| 0]: Train Loss:0.0018649, Val MRR:0.39251, ice00001 +2023-05-22 04:43:26,950 - ice00001 - [INFO] - [E:69| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 04:44:31,989 - ice00001 - [INFO] - [E:223| 100]: Train Loss:0.0018445, Val MRR:0.39251, ice00001 +2023-05-22 04:45:04,803 - ice00001 - [INFO] - [E:69| 400]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 04:46:03,272 - ice00001 - [INFO] - [E:223| 200]: Train Loss:0.0018434, Val MRR:0.39251, ice00001 +2023-05-22 04:46:32,408 - ice00001 - [INFO] - [E:69| 500]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 04:47:43,964 - ice00001 - [INFO] - [E:223| 300]: Train Loss:0.0018467, Val MRR:0.39251, ice00001 +2023-05-22 04:48:10,307 - ice00001 - [INFO] - [E:69| 600]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 04:49:24,963 - ice00001 - [INFO] - [E:223| 400]: Train Loss:0.0018473, Val MRR:0.39251, ice00001 +2023-05-22 04:49:47,519 - ice00001 - [INFO] - [E:69| 700]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 04:51:05,123 - ice00001 - [INFO] - [E:223| 500]: Train Loss:0.0018475, Val MRR:0.39251, ice00001 +2023-05-22 04:51:24,262 - ice00001 - [INFO] - [E:69| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 04:52:44,883 - ice00001 - [INFO] - [E:223| 600]: Train Loss:0.0018474, Val MRR:0.39251, ice00001 +2023-05-22 04:53:01,740 - ice00001 - [INFO] - [E:69| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 04:54:08,502 - ice00001 - [INFO] - [Epoch:69]: Training Loss:0.002902 + +2023-05-22 04:54:08,711 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:54:18,181 - ice00001 - [INFO] - [E:223| 700]: Train Loss:0.001848, Val MRR:0.39251, ice00001 +2023-05-22 04:54:22,045 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:54:44,386 - ice00001 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.0942, Head : 0.06943, Avg : 0.08181 + MR: Tail : 829.65, Head : 990.71, Avg : 910.18 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.0903, Head : 0.06044, Avg : 0.07537 + Hit-10: Tail : 0.20803, Head : 0.15572, Avg : 0.18188 +2023-05-22 04:54:44,386 - ice00001 - [INFO] - [Epoch 69]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 04:54:45,511 - ice00001 - [INFO] - [E:70| 0]: Train Loss:0.0029215, Val MRR:0.08254, ice00001 +2023-05-22 04:55:56,361 - ice00001 - [INFO] - [E:223| 800]: Train Loss:0.0018489, Val MRR:0.39251, ice00001 +2023-05-22 04:56:23,036 - ice00001 - [INFO] - [E:70| 100]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 04:57:36,569 - ice00001 - [INFO] - [E:223| 900]: Train Loss:0.0018496, Val MRR:0.39251, ice00001 +2023-05-22 04:58:00,782 - ice00001 - [INFO] - [E:70| 200]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 04:58:47,345 - ice00001 - [INFO] - [Epoch:223]: Training Loss:0.00185 + +2023-05-22 04:58:47,854 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 04:59:10,887 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 04:59:33,446 - ice00001 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.41721, Head : 0.36535, Avg : 0.39128 + +2023-05-22 04:59:33,446 - ice00001 - [INFO] - [Epoch 223]: Training Loss: 0.00185, Valid MRR: 0.39251, + + + +2023-05-22 04:59:34,512 - ice00001 - [INFO] - [E:224| 0]: Train Loss:0.0018699, Val MRR:0.39251, ice00001 +2023-05-22 04:59:38,973 - ice00001 - [INFO] - [E:70| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 05:01:15,864 - ice00001 - [INFO] - [E:224| 100]: Train Loss:0.0018451, Val MRR:0.39251, ice00001 +2023-05-22 05:01:17,322 - ice00001 - [INFO] - [E:70| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 05:02:53,937 - ice00001 - [INFO] - [E:70| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 05:02:54,955 - ice00001 - [INFO] - [E:224| 200]: Train Loss:0.0018461, Val MRR:0.39251, ice00001 +2023-05-22 05:04:23,020 - ice00001 - [INFO] - [E:70| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 05:04:27,731 - ice00001 - [INFO] - [E:224| 300]: Train Loss:0.0018461, Val MRR:0.39251, ice00001 +2023-05-22 05:06:00,236 - ice00001 - [INFO] - [E:70| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 05:06:07,072 - ice00001 - [INFO] - [E:224| 400]: Train Loss:0.0018457, Val MRR:0.39251, ice00001 +2023-05-22 05:07:37,602 - ice00001 - [INFO] - [E:70| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 05:07:47,106 - ice00001 - [INFO] - [E:224| 500]: Train Loss:0.0018469, Val MRR:0.39251, ice00001 +2023-05-22 05:09:15,887 - ice00001 - [INFO] - [E:70| 900]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 05:09:27,443 - ice00001 - [INFO] - [E:224| 600]: Train Loss:0.0018474, Val MRR:0.39251, ice00001 +2023-05-22 05:10:25,077 - ice00001 - [INFO] - [Epoch:70]: Training Loss:0.002902 + +2023-05-22 05:10:25,499 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:10:47,860 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:11:08,080 - ice00001 - [INFO] - [E:224| 700]: Train Loss:0.0018473, Val MRR:0.39251, ice00001 +2023-05-22 05:11:10,163 - ice00001 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.09172, Head : 0.07038, Avg : 0.08105 + +2023-05-22 05:11:10,163 - ice00001 - [INFO] - [Epoch 70]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 05:11:11,103 - ice00001 - [INFO] - [E:71| 0]: Train Loss:0.0028736, Val MRR:0.08254, ice00001 +2023-05-22 05:12:38,915 - ice00001 - [INFO] - [E:224| 800]: Train Loss:0.0018479, Val MRR:0.39251, ice00001 +2023-05-22 05:12:38,960 - ice00001 - [INFO] - [E:71| 100]: Train Loss:0.0028957, Val MRR:0.08254, ice00001 +2023-05-22 05:14:16,481 - ice00001 - [INFO] - [E:71| 200]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 05:14:19,438 - ice00001 - [INFO] - [E:224| 900]: Train Loss:0.0018482, Val MRR:0.39251, ice00001 +2023-05-22 05:15:29,976 - ice00001 - [INFO] - [Epoch:224]: Training Loss:0.001849 + +2023-05-22 05:15:30,299 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:15:53,138 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:15:54,225 - ice00001 - [INFO] - [E:71| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 05:16:15,918 - ice00001 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.41491, Head : 0.36646, Avg : 0.39068 + +2023-05-22 05:16:15,918 - ice00001 - [INFO] - [Epoch 224]: Training Loss: 0.0018487, Valid MRR: 0.39251, + + + +2023-05-22 05:16:17,120 - ice00001 - [INFO] - [E:225| 0]: Train Loss:0.0018486, Val MRR:0.39251, ice00001 +2023-05-22 05:17:30,994 - ice00001 - [INFO] - [E:71| 400]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 05:17:58,205 - ice00001 - [INFO] - [E:225| 100]: Train Loss:0.0018462, Val MRR:0.39251, ice00001 +2023-05-22 05:19:08,772 - ice00001 - [INFO] - [E:71| 500]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 05:19:39,370 - ice00001 - [INFO] - [E:225| 200]: Train Loss:0.0018446, Val MRR:0.39251, ice00001 +2023-05-22 05:20:35,109 - ice00001 - [INFO] - [E:71| 600]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 05:21:09,143 - ice00001 - [INFO] - [E:225| 300]: Train Loss:0.0018461, Val MRR:0.39251, ice00001 +2023-05-22 05:22:11,991 - ice00001 - [INFO] - [E:71| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 05:22:50,692 - ice00001 - [INFO] - [E:225| 400]: Train Loss:0.0018468, Val MRR:0.39251, ice00001 +2023-05-22 05:23:49,537 - ice00001 - [INFO] - [E:71| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 05:24:31,959 - ice00001 - [INFO] - [E:225| 500]: Train Loss:0.0018461, Val MRR:0.39251, ice00001 +2023-05-22 05:25:27,061 - ice00001 - [INFO] - [E:71| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 05:26:13,832 - ice00001 - [INFO] - [E:225| 600]: Train Loss:0.0018464, Val MRR:0.39251, ice00001 +2023-05-22 05:26:35,769 - ice00001 - [INFO] - [Epoch:71]: Training Loss:0.002902 + +2023-05-22 05:26:36,266 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:26:58,834 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:27:20,501 - ice00001 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.09474, Head : 0.06926, Avg : 0.082 + +2023-05-22 05:27:20,501 - ice00001 - [INFO] - [Epoch 71]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 05:27:21,492 - ice00001 - [INFO] - [E:72| 0]: Train Loss:0.0029166, Val MRR:0.08254, ice00001 +2023-05-22 05:27:55,122 - ice00001 - [INFO] - [E:225| 700]: Train Loss:0.0018465, Val MRR:0.39251, ice00001 +2023-05-22 05:29:00,640 - ice00001 - [INFO] - [E:72| 100]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 05:29:28,628 - ice00001 - [INFO] - [E:225| 800]: Train Loss:0.0018478, Val MRR:0.39251, ice00001 +2023-05-22 05:30:28,459 - ice00001 - [INFO] - [E:72| 200]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 05:31:10,167 - ice00001 - [INFO] - [E:225| 900]: Train Loss:0.0018481, Val MRR:0.39251, ice00001 +2023-05-22 05:32:06,128 - ice00001 - [INFO] - [E:72| 300]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 05:32:21,708 - ice00001 - [INFO] - [Epoch:225]: Training Loss:0.001848 + +2023-05-22 05:32:22,216 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:32:45,131 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:33:07,639 - ice00001 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.4176, Head : 0.36595, Avg : 0.39177 + +2023-05-22 05:33:07,639 - ice00001 - [INFO] - [Epoch 225]: Training Loss: 0.0018482, Valid MRR: 0.39251, + + + +2023-05-22 05:33:08,673 - ice00001 - [INFO] - [E:226| 0]: Train Loss:0.0018413, Val MRR:0.39251, ice00001 +2023-05-22 05:33:43,033 - ice00001 - [INFO] - [E:72| 400]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 05:34:49,426 - ice00001 - [INFO] - [E:226| 100]: Train Loss:0.0018519, Val MRR:0.39251, ice00001 +2023-05-22 05:35:19,378 - ice00001 - [INFO] - [E:72| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 05:36:29,003 - ice00001 - [INFO] - [E:226| 200]: Train Loss:0.0018473, Val MRR:0.39251, ice00001 +2023-05-22 05:36:57,306 - ice00001 - [INFO] - [E:72| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 05:38:00,028 - ice00001 - [INFO] - [E:226| 300]: Train Loss:0.0018463, Val MRR:0.39251, ice00001 +2023-05-22 05:38:24,767 - ice00001 - [INFO] - [E:72| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 05:39:42,258 - ice00001 - [INFO] - [E:226| 400]: Train Loss:0.0018474, Val MRR:0.39251, ice00001 +2023-05-22 05:40:02,612 - ice00001 - [INFO] - [E:72| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 05:41:24,147 - ice00001 - [INFO] - [E:226| 500]: Train Loss:0.0018476, Val MRR:0.39251, ice00001 +2023-05-22 05:41:40,173 - ice00001 - [INFO] - [E:72| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 05:42:49,034 - ice00001 - [INFO] - [Epoch:72]: Training Loss:0.002902 + +2023-05-22 05:42:49,371 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:43:04,875 - ice00001 - [INFO] - [E:226| 600]: Train Loss:0.0018469, Val MRR:0.39251, ice00001 +2023-05-22 05:43:12,016 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:43:34,332 - ice00001 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.09447, Head : 0.06951, Avg : 0.08199 + +2023-05-22 05:43:34,332 - ice00001 - [INFO] - [Epoch 72]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 05:43:35,384 - ice00001 - [INFO] - [E:73| 0]: Train Loss:0.0028697, Val MRR:0.08254, ice00001 +2023-05-22 05:44:45,571 - ice00001 - [INFO] - [E:226| 700]: Train Loss:0.0018471, Val MRR:0.39251, ice00001 +2023-05-22 05:45:14,039 - ice00001 - [INFO] - [E:73| 100]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 05:46:26,376 - ice00001 - [INFO] - [E:226| 800]: Train Loss:0.001847, Val MRR:0.39251, ice00001 +2023-05-22 05:46:41,955 - ice00001 - [INFO] - [E:73| 200]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 05:47:58,274 - ice00001 - [INFO] - [E:226| 900]: Train Loss:0.0018469, Val MRR:0.39251, ice00001 +2023-05-22 05:48:19,364 - ice00001 - [INFO] - [E:73| 300]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 05:49:08,287 - ice00001 - [INFO] - [Epoch:226]: Training Loss:0.001847 + +2023-05-22 05:49:08,631 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:49:31,740 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:49:54,030 - ice00001 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.4181, Head : 0.366, Avg : 0.39205 + +2023-05-22 05:49:54,031 - ice00001 - [INFO] - [Epoch 226]: Training Loss: 0.0018473, Valid MRR: 0.39251, + + + +2023-05-22 05:49:55,241 - ice00001 - [INFO] - [E:227| 0]: Train Loss:0.0019029, Val MRR:0.39251, ice00001 +2023-05-22 05:49:55,690 - ice00001 - [INFO] - [E:73| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 05:51:32,820 - ice00001 - [INFO] - [E:73| 500]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 05:51:35,726 - ice00001 - [INFO] - [E:227| 100]: Train Loss:0.0018385, Val MRR:0.39251, ice00001 +2023-05-22 05:53:10,410 - ice00001 - [INFO] - [E:73| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 05:53:17,374 - ice00001 - [INFO] - [E:227| 200]: Train Loss:0.0018428, Val MRR:0.39251, ice00001 +2023-05-22 05:54:47,996 - ice00001 - [INFO] - [E:73| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 05:54:58,706 - ice00001 - [INFO] - [E:227| 300]: Train Loss:0.0018455, Val MRR:0.39251, ice00001 +2023-05-22 05:56:15,319 - ice00001 - [INFO] - [E:73| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 05:56:29,059 - ice00001 - [INFO] - [E:227| 400]: Train Loss:0.0018456, Val MRR:0.39251, ice00001 +2023-05-22 05:57:52,975 - ice00001 - [INFO] - [E:73| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 05:58:10,238 - ice00001 - [INFO] - [E:227| 500]: Train Loss:0.0018458, Val MRR:0.39251, ice00001 +2023-05-22 05:59:01,414 - ice00001 - [INFO] - [Epoch:73]: Training Loss:0.002901 + +2023-05-22 05:59:01,745 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 05:59:24,599 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 05:59:47,011 - ice00001 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.09486, Head : 0.06848, Avg : 0.08167 + +2023-05-22 05:59:47,011 - ice00001 - [INFO] - [Epoch 73]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 05:59:48,146 - ice00001 - [INFO] - [E:74| 0]: Train Loss:0.0028683, Val MRR:0.08254, ice00001 +2023-05-22 05:59:50,288 - ice00001 - [INFO] - [E:227| 600]: Train Loss:0.001845, Val MRR:0.39251, ice00001 +2023-05-22 06:01:26,457 - ice00001 - [INFO] - [E:74| 100]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 06:01:30,549 - ice00001 - [INFO] - [E:227| 700]: Train Loss:0.001846, Val MRR:0.39251, ice00001 +2023-05-22 06:03:05,072 - ice00001 - [INFO] - [E:74| 200]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 06:03:10,720 - ice00001 - [INFO] - [E:227| 800]: Train Loss:0.0018455, Val MRR:0.39251, ice00001 +2023-05-22 06:04:31,841 - ice00001 - [INFO] - [E:74| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 06:04:39,614 - ice00001 - [INFO] - [E:227| 900]: Train Loss:0.0018461, Val MRR:0.39251, ice00001 +2023-05-22 06:05:50,445 - ice00001 - [INFO] - [Epoch:227]: Training Loss:0.001847 + +2023-05-22 06:05:50,831 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:06:09,193 - ice00001 - [INFO] - [E:74| 400]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 06:06:14,310 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:06:36,932 - ice00001 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.41751, Head : 0.36491, Avg : 0.39121 + +2023-05-22 06:06:36,932 - ice00001 - [INFO] - [Epoch 227]: Training Loss: 0.0018466, Valid MRR: 0.39251, + + + +2023-05-22 06:06:37,832 - ice00001 - [INFO] - [E:228| 0]: Train Loss:0.0017954, Val MRR:0.39251, ice00001 +2023-05-22 06:07:46,404 - ice00001 - [INFO] - [E:74| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 06:08:19,910 - ice00001 - [INFO] - [E:228| 100]: Train Loss:0.0018455, Val MRR:0.39251, ice00001 +2023-05-22 06:09:23,975 - ice00001 - [INFO] - [E:74| 600]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 06:10:01,987 - ice00001 - [INFO] - [E:228| 200]: Train Loss:0.0018442, Val MRR:0.39251, ice00001 +2023-05-22 06:11:01,635 - ice00001 - [INFO] - [E:74| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 06:11:43,388 - ice00001 - [INFO] - [E:228| 300]: Train Loss:0.0018439, Val MRR:0.39251, ice00001 +2023-05-22 06:12:38,096 - ice00001 - [INFO] - [E:74| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 06:13:14,720 - ice00001 - [INFO] - [E:228| 400]: Train Loss:0.0018439, Val MRR:0.39251, ice00001 +2023-05-22 06:14:06,412 - ice00001 - [INFO] - [E:74| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 06:14:56,136 - ice00001 - [INFO] - [E:228| 500]: Train Loss:0.0018451, Val MRR:0.39251, ice00001 +2023-05-22 06:15:14,642 - ice00001 - [INFO] - [Epoch:74]: Training Loss:0.002901 + +2023-05-22 06:15:15,141 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:15:37,978 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:16:00,346 - ice00001 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.0948, Head : 0.0695, Avg : 0.08215 + +2023-05-22 06:16:00,346 - ice00001 - [INFO] - [Epoch 74]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 06:16:01,401 - ice00001 - [INFO] - [E:75| 0]: Train Loss:0.0029101, Val MRR:0.08254, ice00001 +2023-05-22 06:16:37,645 - ice00001 - [INFO] - [E:228| 600]: Train Loss:0.0018461, Val MRR:0.39251, ice00001 +2023-05-22 06:17:40,390 - ice00001 - [INFO] - [E:75| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 06:18:19,274 - ice00001 - [INFO] - [E:228| 700]: Train Loss:0.0018451, Val MRR:0.39251, ice00001 +2023-05-22 06:19:16,472 - ice00001 - [INFO] - [E:75| 200]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 06:19:58,772 - ice00001 - [INFO] - [E:228| 800]: Train Loss:0.001846, Val MRR:0.39251, ice00001 +2023-05-22 06:20:54,304 - ice00001 - [INFO] - [E:75| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 06:21:34,591 - ice00001 - [INFO] - [E:228| 900]: Train Loss:0.0018463, Val MRR:0.39251, ice00001 +2023-05-22 06:22:21,039 - ice00001 - [INFO] - [E:75| 400]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 06:22:40,004 - ice00001 - [INFO] - [Epoch:228]: Training Loss:0.001846 + +2023-05-22 06:22:40,343 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:23:03,534 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:23:25,923 - ice00001 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.41742, Head : 0.36708, Avg : 0.39225 + +2023-05-22 06:23:25,923 - ice00001 - [INFO] - [Epoch 228]: Training Loss: 0.0018462, Valid MRR: 0.39251, + + + +2023-05-22 06:23:27,100 - ice00001 - [INFO] - [E:229| 0]: Train Loss:0.0018601, Val MRR:0.39251, ice00001 +2023-05-22 06:23:58,734 - ice00001 - [INFO] - [E:75| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 06:25:08,431 - ice00001 - [INFO] - [E:229| 100]: Train Loss:0.0018465, Val MRR:0.39251, ice00001 +2023-05-22 06:25:37,012 - ice00001 - [INFO] - [E:75| 600]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 06:26:50,424 - ice00001 - [INFO] - [E:229| 200]: Train Loss:0.0018441, Val MRR:0.39251, ice00001 +2023-05-22 06:27:15,189 - ice00001 - [INFO] - [E:75| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 06:28:31,594 - ice00001 - [INFO] - [E:229| 300]: Train Loss:0.001845, Val MRR:0.39251, ice00001 +2023-05-22 06:28:52,518 - ice00001 - [INFO] - [E:75| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 06:30:12,652 - ice00001 - [INFO] - [E:229| 400]: Train Loss:0.0018443, Val MRR:0.39251, ice00001 +2023-05-22 06:30:23,166 - ice00001 - [INFO] - [E:75| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 06:31:28,233 - ice00001 - [INFO] - [Epoch:75]: Training Loss:0.002901 + +2023-05-22 06:31:28,516 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:31:42,907 - ice00001 - [INFO] - [E:229| 500]: Train Loss:0.0018448, Val MRR:0.39251, ice00001 +2023-05-22 06:31:50,439 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:32:12,501 - ice00001 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.09552, Head : 0.06911, Avg : 0.08232 + +2023-05-22 06:32:12,502 - ice00001 - [INFO] - [Epoch 75]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 06:32:13,396 - ice00001 - [INFO] - [E:76| 0]: Train Loss:0.0028787, Val MRR:0.08254, ice00001 +2023-05-22 06:33:22,115 - ice00001 - [INFO] - [E:229| 600]: Train Loss:0.0018446, Val MRR:0.39251, ice00001 +2023-05-22 06:33:49,463 - ice00001 - [INFO] - [E:76| 100]: Train Loss:0.0028964, Val MRR:0.08254, ice00001 +2023-05-22 06:35:03,774 - ice00001 - [INFO] - [E:229| 700]: Train Loss:0.001845, Val MRR:0.39251, ice00001 +2023-05-22 06:35:27,789 - ice00001 - [INFO] - [E:76| 200]: Train Loss:0.0028958, Val MRR:0.08254, ice00001 +2023-05-22 06:36:44,728 - ice00001 - [INFO] - [E:229| 800]: Train Loss:0.0018443, Val MRR:0.39251, ice00001 +2023-05-22 06:37:06,140 - ice00001 - [INFO] - [E:76| 300]: Train Loss:0.002899, Val MRR:0.08254, ice00001 +2023-05-22 06:38:25,012 - ice00001 - [INFO] - [E:229| 900]: Train Loss:0.0018448, Val MRR:0.39251, ice00001 +2023-05-22 06:38:44,498 - ice00001 - [INFO] - [E:76| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 06:39:25,731 - ice00001 - [INFO] - [Epoch:229]: Training Loss:0.001845 + +2023-05-22 06:39:26,020 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:39:49,041 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:40:11,429 - ice00001 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.41936, Head : 0.3671, Avg : 0.39323 + MR: Tail : 278.48, Head : 305.37, Avg : 291.93 + Hit-1: Tail : 0.31302, Head : 0.26095, Avg : 0.28699 + Hit-3: Tail : 0.47093, Head : 0.41656, Avg : 0.44374 + Hit-10: Tail : 0.62265, Head : 0.57386, Avg : 0.59825 +2023-05-22 06:40:12,504 - ice00001 - [INFO] - [E:76| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 06:40:12,848 - ice00001 - [INFO] - [Epoch 229]: Training Loss: 0.0018451, Valid MRR: 0.39323, + + + +2023-05-22 06:40:14,018 - ice00001 - [INFO] - [E:230| 0]: Train Loss:0.001845, Val MRR:0.39323, ice00001 +2023-05-22 06:41:50,374 - ice00001 - [INFO] - [E:76| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 06:41:54,802 - ice00001 - [INFO] - [E:230| 100]: Train Loss:0.0018422, Val MRR:0.39323, ice00001 +2023-05-22 06:43:27,876 - ice00001 - [INFO] - [E:76| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 06:43:36,061 - ice00001 - [INFO] - [E:230| 200]: Train Loss:0.001844, Val MRR:0.39323, ice00001 +2023-05-22 06:45:05,207 - ice00001 - [INFO] - [E:76| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 06:45:16,885 - ice00001 - [INFO] - [E:230| 300]: Train Loss:0.0018438, Val MRR:0.39323, ice00001 +2023-05-22 06:46:42,468 - ice00001 - [INFO] - [E:76| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 06:46:57,289 - ice00001 - [INFO] - [E:230| 400]: Train Loss:0.0018428, Val MRR:0.39323, ice00001 +2023-05-22 06:47:45,452 - ice00001 - [INFO] - [Epoch:76]: Training Loss:0.002901 + +2023-05-22 06:47:45,661 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:48:01,870 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:48:23,944 - ice00001 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.09494, Head : 0.06947, Avg : 0.0822 + +2023-05-22 06:48:23,944 - ice00001 - [INFO] - [Epoch 76]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 06:48:24,728 - ice00001 - [INFO] - [E:77| 0]: Train Loss:0.0028417, Val MRR:0.08254, ice00001 +2023-05-22 06:48:26,836 - ice00001 - [INFO] - [E:230| 500]: Train Loss:0.0018425, Val MRR:0.39323, ice00001 +2023-05-22 06:50:02,401 - ice00001 - [INFO] - [E:77| 100]: Train Loss:0.002899, Val MRR:0.08254, ice00001 +2023-05-22 06:50:07,867 - ice00001 - [INFO] - [E:230| 600]: Train Loss:0.001843, Val MRR:0.39323, ice00001 +2023-05-22 06:51:39,807 - ice00001 - [INFO] - [E:77| 200]: Train Loss:0.0028989, Val MRR:0.08254, ice00001 +2023-05-22 06:51:47,769 - ice00001 - [INFO] - [E:230| 700]: Train Loss:0.0018433, Val MRR:0.39323, ice00001 +2023-05-22 06:53:17,332 - ice00001 - [INFO] - [E:77| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 06:53:27,931 - ice00001 - [INFO] - [E:230| 800]: Train Loss:0.0018438, Val MRR:0.39323, ice00001 +2023-05-22 06:54:55,373 - ice00001 - [INFO] - [E:77| 400]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 06:55:08,356 - ice00001 - [INFO] - [E:230| 900]: Train Loss:0.001844, Val MRR:0.39323, ice00001 +2023-05-22 06:56:18,924 - ice00001 - [INFO] - [Epoch:230]: Training Loss:0.001844 + +2023-05-22 06:56:19,181 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 06:56:29,185 - ice00001 - [INFO] - [E:77| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 06:56:34,036 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 06:56:53,247 - ice00001 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.4173, Head : 0.36663, Avg : 0.39197 + +2023-05-22 06:56:53,248 - ice00001 - [INFO] - [Epoch 230]: Training Loss: 0.0018441, Valid MRR: 0.39323, + + + +2023-05-22 06:56:54,386 - ice00001 - [INFO] - [E:231| 0]: Train Loss:0.0018104, Val MRR:0.39323, ice00001 +2023-05-22 06:58:01,003 - ice00001 - [INFO] - [E:77| 600]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 06:58:34,844 - ice00001 - [INFO] - [E:231| 100]: Train Loss:0.0018328, Val MRR:0.39323, ice00001 +2023-05-22 06:59:38,950 - ice00001 - [INFO] - [E:77| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 07:00:15,385 - ice00001 - [INFO] - [E:231| 200]: Train Loss:0.0018387, Val MRR:0.39323, ice00001 +2023-05-22 07:01:16,530 - ice00001 - [INFO] - [E:77| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 07:01:54,996 - ice00001 - [INFO] - [E:231| 300]: Train Loss:0.00184, Val MRR:0.39323, ice00001 +2023-05-22 07:02:52,755 - ice00001 - [INFO] - [E:77| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 07:03:35,672 - ice00001 - [INFO] - [E:231| 400]: Train Loss:0.0018413, Val MRR:0.39323, ice00001 +2023-05-22 07:04:01,116 - ice00001 - [INFO] - [Epoch:77]: Training Loss:0.002902 + +2023-05-22 07:04:01,613 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:04:24,200 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:04:46,223 - ice00001 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.09398, Head : 0.06916, Avg : 0.08157 + +2023-05-22 07:04:46,223 - ice00001 - [INFO] - [Epoch 77]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 07:04:47,364 - ice00001 - [INFO] - [E:78| 0]: Train Loss:0.0028966, Val MRR:0.08254, ice00001 +2023-05-22 07:05:16,179 - ice00001 - [INFO] - [E:231| 500]: Train Loss:0.0018413, Val MRR:0.39323, ice00001 +2023-05-22 07:06:17,655 - ice00001 - [INFO] - [E:78| 100]: Train Loss:0.0028983, Val MRR:0.08254, ice00001 +2023-05-22 07:06:49,657 - ice00001 - [INFO] - [E:231| 600]: Train Loss:0.0018417, Val MRR:0.39323, ice00001 +2023-05-22 07:07:56,037 - ice00001 - [INFO] - [E:78| 200]: Train Loss:0.0028974, Val MRR:0.08254, ice00001 +2023-05-22 07:08:30,176 - ice00001 - [INFO] - [E:231| 700]: Train Loss:0.0018414, Val MRR:0.39323, ice00001 +2023-05-22 07:09:33,990 - ice00001 - [INFO] - [E:78| 300]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 07:10:11,013 - ice00001 - [INFO] - [E:231| 800]: Train Loss:0.0018425, Val MRR:0.39323, ice00001 +2023-05-22 07:11:11,740 - ice00001 - [INFO] - [E:78| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 07:11:51,751 - ice00001 - [INFO] - [E:231| 900]: Train Loss:0.0018438, Val MRR:0.39323, ice00001 +2023-05-22 07:12:49,654 - ice00001 - [INFO] - [E:78| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 07:13:02,319 - ice00001 - [INFO] - [Epoch:231]: Training Loss:0.001844 + +2023-05-22 07:13:02,621 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:13:25,741 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:13:48,525 - ice00001 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.41758, Head : 0.36721, Avg : 0.39239 + +2023-05-22 07:13:48,525 - ice00001 - [INFO] - [Epoch 231]: Training Loss: 0.0018439, Valid MRR: 0.39323, + + + +2023-05-22 07:13:49,683 - ice00001 - [INFO] - [E:232| 0]: Train Loss:0.0018192, Val MRR:0.39323, ice00001 +2023-05-22 07:14:17,337 - ice00001 - [INFO] - [E:78| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 07:15:20,462 - ice00001 - [INFO] - [E:232| 100]: Train Loss:0.0018362, Val MRR:0.39323, ice00001 +2023-05-22 07:15:54,339 - ice00001 - [INFO] - [E:78| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 07:17:00,228 - ice00001 - [INFO] - [E:232| 200]: Train Loss:0.0018369, Val MRR:0.39323, ice00001 +2023-05-22 07:17:30,898 - ice00001 - [INFO] - [E:78| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 07:18:40,824 - ice00001 - [INFO] - [E:232| 300]: Train Loss:0.0018388, Val MRR:0.39323, ice00001 +2023-05-22 07:19:08,619 - ice00001 - [INFO] - [E:78| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 07:20:17,682 - ice00001 - [INFO] - [Epoch:78]: Training Loss:0.002902 + +2023-05-22 07:20:17,933 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:20:21,662 - ice00001 - [INFO] - [E:232| 400]: Train Loss:0.0018386, Val MRR:0.39323, ice00001 +2023-05-22 07:20:40,813 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:21:03,130 - ice00001 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.09558, Head : 0.06865, Avg : 0.08211 + +2023-05-22 07:21:03,130 - ice00001 - [INFO] - [Epoch 78]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 07:21:04,257 - ice00001 - [INFO] - [E:79| 0]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-22 07:22:02,699 - ice00001 - [INFO] - [E:232| 500]: Train Loss:0.0018393, Val MRR:0.39323, ice00001 +2023-05-22 07:22:38,782 - ice00001 - [INFO] - [E:79| 100]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 07:23:33,584 - ice00001 - [INFO] - [E:232| 600]: Train Loss:0.00184, Val MRR:0.39323, ice00001 +2023-05-22 07:24:09,304 - ice00001 - [INFO] - [E:79| 200]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 07:25:14,621 - ice00001 - [INFO] - [E:232| 700]: Train Loss:0.001841, Val MRR:0.39323, ice00001 +2023-05-22 07:25:47,119 - ice00001 - [INFO] - [E:79| 300]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 07:26:56,046 - ice00001 - [INFO] - [E:232| 800]: Train Loss:0.0018417, Val MRR:0.39323, ice00001 +2023-05-22 07:27:24,536 - ice00001 - [INFO] - [E:79| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 07:28:37,716 - ice00001 - [INFO] - [E:232| 900]: Train Loss:0.0018426, Val MRR:0.39323, ice00001 +2023-05-22 07:29:01,757 - ice00001 - [INFO] - [E:79| 500]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 07:29:48,492 - ice00001 - [INFO] - [Epoch:232]: Training Loss:0.001843 + +2023-05-22 07:29:48,962 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:30:11,352 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:30:33,748 - ice00001 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.41826, Head : 0.36777, Avg : 0.39302 + +2023-05-22 07:30:33,748 - ice00001 - [INFO] - [Epoch 232]: Training Loss: 0.001843, Valid MRR: 0.39323, + + + +2023-05-22 07:30:34,797 - ice00001 - [INFO] - [E:233| 0]: Train Loss:0.0018329, Val MRR:0.39323, ice00001 +2023-05-22 07:30:38,222 - ice00001 - [INFO] - [E:79| 600]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 07:32:04,894 - ice00001 - [INFO] - [E:79| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 07:32:05,318 - ice00001 - [INFO] - [E:233| 100]: Train Loss:0.0018368, Val MRR:0.39323, ice00001 +2023-05-22 07:33:42,599 - ice00001 - [INFO] - [E:79| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 07:33:46,420 - ice00001 - [INFO] - [E:233| 200]: Train Loss:0.0018387, Val MRR:0.39323, ice00001 +2023-05-22 07:35:20,490 - ice00001 - [INFO] - [E:79| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 07:35:27,785 - ice00001 - [INFO] - [E:233| 300]: Train Loss:0.0018385, Val MRR:0.39323, ice00001 +2023-05-22 07:36:28,647 - ice00001 - [INFO] - [Epoch:79]: Training Loss:0.002901 + +2023-05-22 07:36:29,030 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:36:51,682 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:37:09,509 - ice00001 - [INFO] - [E:233| 400]: Train Loss:0.0018387, Val MRR:0.39323, ice00001 +2023-05-22 07:37:14,070 - ice00001 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.09554, Head : 0.06888, Avg : 0.08221 + MR: Tail : 846.06, Head : 1014.1, Avg : 930.07 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09831, Head : 0.06142, Avg : 0.07986 + Hit-10: Tail : 0.21544, Head : 0.15487, Avg : 0.18516 +2023-05-22 07:37:14,070 - ice00001 - [INFO] - [Epoch 79]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 07:37:15,253 - ice00001 - [INFO] - [E:80| 0]: Train Loss:0.0028767, Val MRR:0.08254, ice00001 +2023-05-22 07:38:51,216 - ice00001 - [INFO] - [E:233| 500]: Train Loss:0.00184, Val MRR:0.39323, ice00001 +2023-05-22 07:38:52,856 - ice00001 - [INFO] - [E:80| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 07:40:20,327 - ice00001 - [INFO] - [E:80| 200]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 07:40:22,561 - ice00001 - [INFO] - [E:233| 600]: Train Loss:0.0018408, Val MRR:0.39323, ice00001 +2023-05-22 07:41:57,474 - ice00001 - [INFO] - [E:80| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 07:42:03,783 - ice00001 - [INFO] - [E:233| 700]: Train Loss:0.0018412, Val MRR:0.39323, ice00001 +2023-05-22 07:43:34,722 - ice00001 - [INFO] - [E:80| 400]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-22 07:43:45,381 - ice00001 - [INFO] - [E:233| 800]: Train Loss:0.0018419, Val MRR:0.39323, ice00001 +2023-05-22 07:45:11,610 - ice00001 - [INFO] - [E:80| 500]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-22 07:45:25,620 - ice00001 - [INFO] - [E:233| 900]: Train Loss:0.0018421, Val MRR:0.39323, ice00001 +2023-05-22 07:46:36,248 - ice00001 - [INFO] - [Epoch:233]: Training Loss:0.001842 + +2023-05-22 07:46:36,720 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:46:47,961 - ice00001 - [INFO] - [E:80| 600]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-22 07:46:59,895 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:47:22,349 - ice00001 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.41801, Head : 0.36633, Avg : 0.39217 + +2023-05-22 07:47:22,350 - ice00001 - [INFO] - [Epoch 233]: Training Loss: 0.0018425, Valid MRR: 0.39323, + + + +2023-05-22 07:47:23,374 - ice00001 - [INFO] - [E:234| 0]: Train Loss:0.0018103, Val MRR:0.39323, ice00001 +2023-05-22 07:48:25,212 - ice00001 - [INFO] - [E:80| 700]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 07:48:54,905 - ice00001 - [INFO] - [E:234| 100]: Train Loss:0.0018414, Val MRR:0.39323, ice00001 +2023-05-22 07:49:52,698 - ice00001 - [INFO] - [E:80| 800]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 07:50:35,184 - ice00001 - [INFO] - [E:234| 200]: Train Loss:0.001838, Val MRR:0.39323, ice00001 +2023-05-22 07:51:31,248 - ice00001 - [INFO] - [E:80| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 07:52:16,506 - ice00001 - [INFO] - [E:234| 300]: Train Loss:0.0018387, Val MRR:0.39323, ice00001 +2023-05-22 07:52:39,977 - ice00001 - [INFO] - [Epoch:80]: Training Loss:0.002901 + +2023-05-22 07:52:40,358 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 07:53:02,874 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 07:53:27,789 - ice00001 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.09496, Head : 0.06958, Avg : 0.08227 + +2023-05-22 07:53:27,789 - ice00001 - [INFO] - [Epoch 80]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 07:53:28,904 - ice00001 - [INFO] - [E:81| 0]: Train Loss:0.0029108, Val MRR:0.08254, ice00001 +2023-05-22 07:53:59,656 - ice00001 - [INFO] - [E:234| 400]: Train Loss:0.0018394, Val MRR:0.39323, ice00001 +2023-05-22 07:55:06,756 - ice00001 - [INFO] - [E:81| 100]: Train Loss:0.0028954, Val MRR:0.08254, ice00001 +2023-05-22 07:55:40,505 - ice00001 - [INFO] - [E:234| 500]: Train Loss:0.0018394, Val MRR:0.39323, ice00001 +2023-05-22 07:56:44,677 - ice00001 - [INFO] - [E:81| 200]: Train Loss:0.0028979, Val MRR:0.08254, ice00001 +2023-05-22 07:57:21,422 - ice00001 - [INFO] - [E:234| 600]: Train Loss:0.0018398, Val MRR:0.39323, ice00001 +2023-05-22 07:58:12,821 - ice00001 - [INFO] - [E:81| 300]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 07:58:51,547 - ice00001 - [INFO] - [E:234| 700]: Train Loss:0.0018402, Val MRR:0.39323, ice00001 +2023-05-22 07:59:49,025 - ice00001 - [INFO] - [E:81| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:00:30,996 - ice00001 - [INFO] - [E:234| 800]: Train Loss:0.0018406, Val MRR:0.39323, ice00001 +2023-05-22 08:01:25,846 - ice00001 - [INFO] - [E:81| 500]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 08:02:11,938 - ice00001 - [INFO] - [E:234| 900]: Train Loss:0.0018414, Val MRR:0.39323, ice00001 +2023-05-22 08:03:03,041 - ice00001 - [INFO] - [E:81| 600]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 08:03:23,049 - ice00001 - [INFO] - [Epoch:234]: Training Loss:0.001842 + +2023-05-22 08:03:23,336 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:03:46,575 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:04:09,160 - ice00001 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.41738, Head : 0.36888, Avg : 0.39313 + +2023-05-22 08:04:09,160 - ice00001 - [INFO] - [Epoch 234]: Training Loss: 0.0018417, Valid MRR: 0.39323, + + + +2023-05-22 08:04:10,325 - ice00001 - [INFO] - [E:235| 0]: Train Loss:0.0018552, Val MRR:0.39323, ice00001 +2023-05-22 08:04:40,326 - ice00001 - [INFO] - [E:81| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 08:05:50,880 - ice00001 - [INFO] - [E:235| 100]: Train Loss:0.0018411, Val MRR:0.39323, ice00001 +2023-05-22 08:06:15,902 - ice00001 - [INFO] - [E:81| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 08:07:22,081 - ice00001 - [INFO] - [E:235| 200]: Train Loss:0.0018389, Val MRR:0.39323, ice00001 +2023-05-22 08:07:45,574 - ice00001 - [INFO] - [E:81| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 08:08:54,455 - ice00001 - [INFO] - [Epoch:81]: Training Loss:0.002902 + +2023-05-22 08:08:54,837 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:09:02,820 - ice00001 - [INFO] - [E:235| 300]: Train Loss:0.0018375, Val MRR:0.39323, ice00001 +2023-05-22 08:09:17,389 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:09:39,580 - ice00001 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.09462, Head : 0.06942, Avg : 0.08202 + +2023-05-22 08:09:39,580 - ice00001 - [INFO] - [Epoch 81]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 08:09:40,725 - ice00001 - [INFO] - [E:82| 0]: Train Loss:0.0028476, Val MRR:0.08254, ice00001 +2023-05-22 08:10:44,730 - ice00001 - [INFO] - [E:235| 400]: Train Loss:0.001839, Val MRR:0.39323, ice00001 +2023-05-22 08:11:18,108 - ice00001 - [INFO] - [E:82| 100]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 08:12:26,605 - ice00001 - [INFO] - [E:235| 500]: Train Loss:0.0018403, Val MRR:0.39323, ice00001 +2023-05-22 08:12:55,362 - ice00001 - [INFO] - [E:82| 200]: Train Loss:0.0028971, Val MRR:0.08254, ice00001 +2023-05-22 08:14:07,276 - ice00001 - [INFO] - [E:235| 600]: Train Loss:0.0018397, Val MRR:0.39323, ice00001 +2023-05-22 08:14:32,309 - ice00001 - [INFO] - [E:82| 300]: Train Loss:0.002899, Val MRR:0.08254, ice00001 +2023-05-22 08:15:37,538 - ice00001 - [INFO] - [E:235| 700]: Train Loss:0.0018402, Val MRR:0.39323, ice00001 +2023-05-22 08:15:58,911 - ice00001 - [INFO] - [E:82| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 08:17:19,131 - ice00001 - [INFO] - [E:235| 800]: Train Loss:0.00184, Val MRR:0.39323, ice00001 +2023-05-22 08:17:36,429 - ice00001 - [INFO] - [E:82| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 08:19:00,506 - ice00001 - [INFO] - [E:235| 900]: Train Loss:0.0018407, Val MRR:0.39323, ice00001 +2023-05-22 08:19:13,984 - ice00001 - [INFO] - [E:82| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:20:12,185 - ice00001 - [INFO] - [Epoch:235]: Training Loss:0.001841 + +2023-05-22 08:20:12,534 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:20:35,100 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:20:50,717 - ice00001 - [INFO] - [E:82| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 08:20:57,693 - ice00001 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.4165, Head : 0.36759, Avg : 0.39204 + +2023-05-22 08:20:57,693 - ice00001 - [INFO] - [Epoch 235]: Training Loss: 0.0018407, Valid MRR: 0.39323, + + + +2023-05-22 08:20:58,855 - ice00001 - [INFO] - [E:236| 0]: Train Loss:0.0018643, Val MRR:0.39323, ice00001 +2023-05-22 08:22:28,124 - ice00001 - [INFO] - [E:82| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:22:40,247 - ice00001 - [INFO] - [E:236| 100]: Train Loss:0.0018367, Val MRR:0.39323, ice00001 +2023-05-22 08:23:55,156 - ice00001 - [INFO] - [E:82| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 08:24:11,074 - ice00001 - [INFO] - [E:236| 200]: Train Loss:0.0018356, Val MRR:0.39323, ice00001 +2023-05-22 08:25:03,226 - ice00001 - [INFO] - [Epoch:82]: Training Loss:0.002901 + +2023-05-22 08:25:03,604 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:25:26,119 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:25:47,943 - ice00001 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.09452, Head : 0.06991, Avg : 0.08222 + +2023-05-22 08:25:47,944 - ice00001 - [INFO] - [Epoch 82]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 08:25:49,097 - ice00001 - [INFO] - [E:83| 0]: Train Loss:0.0028863, Val MRR:0.08254, ice00001 +2023-05-22 08:25:50,593 - ice00001 - [INFO] - [E:236| 300]: Train Loss:0.0018368, Val MRR:0.39323, ice00001 +2023-05-22 08:27:26,790 - ice00001 - [INFO] - [E:83| 100]: Train Loss:0.0029058, Val MRR:0.08254, ice00001 +2023-05-22 08:27:30,502 - ice00001 - [INFO] - [E:236| 400]: Train Loss:0.0018358, Val MRR:0.39323, ice00001 +2023-05-22 08:29:02,864 - ice00001 - [INFO] - [E:83| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 08:29:09,935 - ice00001 - [INFO] - [E:236| 500]: Train Loss:0.0018368, Val MRR:0.39323, ice00001 +2023-05-22 08:30:39,801 - ice00001 - [INFO] - [E:83| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 08:30:49,899 - ice00001 - [INFO] - [E:236| 600]: Train Loss:0.0018375, Val MRR:0.39323, ice00001 +2023-05-22 08:32:17,007 - ice00001 - [INFO] - [E:83| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 08:32:24,968 - ice00001 - [INFO] - [E:236| 700]: Train Loss:0.0018385, Val MRR:0.39323, ice00001 +2023-05-22 08:33:46,017 - ice00001 - [INFO] - [E:83| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:34:01,796 - ice00001 - [INFO] - [E:236| 800]: Train Loss:0.0018388, Val MRR:0.39323, ice00001 +2023-05-22 08:35:23,520 - ice00001 - [INFO] - [E:83| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 08:35:42,929 - ice00001 - [INFO] - [E:236| 900]: Train Loss:0.0018394, Val MRR:0.39323, ice00001 +2023-05-22 08:36:54,044 - ice00001 - [INFO] - [Epoch:236]: Training Loss:0.00184 + +2023-05-22 08:36:54,342 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:37:01,390 - ice00001 - [INFO] - [E:83| 700]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 08:37:17,176 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:37:39,709 - ice00001 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.41758, Head : 0.36694, Avg : 0.39226 + +2023-05-22 08:37:39,709 - ice00001 - [INFO] - [Epoch 236]: Training Loss: 0.00184, Valid MRR: 0.39323, + + + +2023-05-22 08:37:40,834 - ice00001 - [INFO] - [E:237| 0]: Train Loss:0.0019052, Val MRR:0.39323, ice00001 +2023-05-22 08:38:38,569 - ice00001 - [INFO] - [E:83| 800]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 08:39:21,943 - ice00001 - [INFO] - [E:237| 100]: Train Loss:0.0018374, Val MRR:0.39323, ice00001 +2023-05-22 08:40:15,697 - ice00001 - [INFO] - [E:83| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 08:41:02,335 - ice00001 - [INFO] - [E:237| 200]: Train Loss:0.0018404, Val MRR:0.39323, ice00001 +2023-05-22 08:41:15,304 - ice00001 - [INFO] - [Epoch:83]: Training Loss:0.002901 + +2023-05-22 08:41:15,513 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:41:39,047 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:42:01,372 - ice00001 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.09308, Head : 0.06971, Avg : 0.0814 + +2023-05-22 08:42:01,372 - ice00001 - [INFO] - [Epoch 83]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 08:42:02,191 - ice00001 - [INFO] - [E:84| 0]: Train Loss:0.0028778, Val MRR:0.08254, ice00001 +2023-05-22 08:42:36,178 - ice00001 - [INFO] - [E:237| 300]: Train Loss:0.0018409, Val MRR:0.39323, ice00001 +2023-05-22 08:43:38,897 - ice00001 - [INFO] - [E:84| 100]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 08:44:16,357 - ice00001 - [INFO] - [E:237| 400]: Train Loss:0.0018406, Val MRR:0.39323, ice00001 +2023-05-22 08:45:16,276 - ice00001 - [INFO] - [E:84| 200]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 08:45:57,322 - ice00001 - [INFO] - [E:237| 500]: Train Loss:0.0018394, Val MRR:0.39323, ice00001 +2023-05-22 08:46:54,461 - ice00001 - [INFO] - [E:84| 300]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-22 08:47:37,918 - ice00001 - [INFO] - [E:237| 600]: Train Loss:0.0018392, Val MRR:0.39323, ice00001 +2023-05-22 08:48:32,251 - ice00001 - [INFO] - [E:84| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 08:49:18,572 - ice00001 - [INFO] - [E:237| 700]: Train Loss:0.0018391, Val MRR:0.39323, ice00001 +2023-05-22 08:50:00,989 - ice00001 - [INFO] - [E:84| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 08:50:49,802 - ice00001 - [INFO] - [E:237| 800]: Train Loss:0.0018396, Val MRR:0.39323, ice00001 +2023-05-22 08:51:38,214 - ice00001 - [INFO] - [E:84| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 08:52:30,092 - ice00001 - [INFO] - [E:237| 900]: Train Loss:0.0018392, Val MRR:0.39323, ice00001 +2023-05-22 08:53:15,292 - ice00001 - [INFO] - [E:84| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 08:53:41,119 - ice00001 - [INFO] - [Epoch:237]: Training Loss:0.001839 + +2023-05-22 08:53:41,375 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:54:04,392 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:54:27,163 - ice00001 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.41689, Head : 0.36796, Avg : 0.39243 + +2023-05-22 08:54:27,164 - ice00001 - [INFO] - [Epoch 237]: Training Loss: 0.0018394, Valid MRR: 0.39323, + + + +2023-05-22 08:54:28,340 - ice00001 - [INFO] - [E:238| 0]: Train Loss:0.0018272, Val MRR:0.39323, ice00001 +2023-05-22 08:54:53,210 - ice00001 - [INFO] - [E:84| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 08:56:08,548 - ice00001 - [INFO] - [E:238| 100]: Train Loss:0.001837, Val MRR:0.39323, ice00001 +2023-05-22 08:56:30,761 - ice00001 - [INFO] - [E:84| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 08:57:38,399 - ice00001 - [INFO] - [Epoch:84]: Training Loss:0.002901 + +2023-05-22 08:57:38,734 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 08:57:47,568 - ice00001 - [INFO] - [E:238| 200]: Train Loss:0.0018388, Val MRR:0.39323, ice00001 +2023-05-22 08:58:01,008 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 08:58:23,021 - ice00001 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.095, Head : 0.06941, Avg : 0.08221 + +2023-05-22 08:58:23,021 - ice00001 - [INFO] - [Epoch 84]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 08:58:23,691 - ice00001 - [INFO] - [E:85| 0]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-22 08:59:17,716 - ice00001 - [INFO] - [E:238| 300]: Train Loss:0.0018387, Val MRR:0.39323, ice00001 +2023-05-22 08:59:51,102 - ice00001 - [INFO] - [E:85| 100]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 09:00:59,112 - ice00001 - [INFO] - [E:238| 400]: Train Loss:0.0018385, Val MRR:0.39323, ice00001 +2023-05-22 09:01:28,624 - ice00001 - [INFO] - [E:85| 200]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 09:02:39,647 - ice00001 - [INFO] - [E:238| 500]: Train Loss:0.0018385, Val MRR:0.39323, ice00001 +2023-05-22 09:03:06,221 - ice00001 - [INFO] - [E:85| 300]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 09:04:19,389 - ice00001 - [INFO] - [E:238| 600]: Train Loss:0.0018387, Val MRR:0.39323, ice00001 +2023-05-22 09:04:43,982 - ice00001 - [INFO] - [E:85| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 09:06:00,067 - ice00001 - [INFO] - [E:238| 700]: Train Loss:0.0018386, Val MRR:0.39323, ice00001 +2023-05-22 09:06:22,288 - ice00001 - [INFO] - [E:85| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 09:07:30,615 - ice00001 - [INFO] - [E:238| 800]: Train Loss:0.0018387, Val MRR:0.39323, ice00001 +2023-05-22 09:07:49,320 - ice00001 - [INFO] - [E:85| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 09:09:11,514 - ice00001 - [INFO] - [E:238| 900]: Train Loss:0.0018383, Val MRR:0.39323, ice00001 +2023-05-22 09:09:27,531 - ice00001 - [INFO] - [E:85| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 09:10:23,014 - ice00001 - [INFO] - [Epoch:238]: Training Loss:0.001839 + +2023-05-22 09:10:23,312 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 09:10:46,421 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 09:11:05,679 - ice00001 - [INFO] - [E:85| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 09:11:08,565 - ice00001 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.41859, Head : 0.36684, Avg : 0.39271 + +2023-05-22 09:11:08,565 - ice00001 - [INFO] - [Epoch 238]: Training Loss: 0.0018386, Valid MRR: 0.39323, + + + +2023-05-22 09:11:09,617 - ice00001 - [INFO] - [E:239| 0]: Train Loss:0.0018277, Val MRR:0.39323, ice00001 +2023-05-22 09:12:42,118 - ice00001 - [INFO] - [E:85| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 09:12:49,119 - ice00001 - [INFO] - [E:239| 100]: Train Loss:0.0018335, Val MRR:0.39323, ice00001 +2023-05-22 09:13:50,465 - ice00001 - [INFO] - [Epoch:85]: Training Loss:0.002901 + +2023-05-22 09:13:50,970 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 09:14:13,417 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 09:14:30,295 - ice00001 - [INFO] - [E:239| 200]: Train Loss:0.001835, Val MRR:0.39323, ice00001 +2023-05-22 09:14:35,592 - ice00001 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.0942, Head : 0.06863, Avg : 0.08142 + +2023-05-22 09:14:35,592 - ice00001 - [INFO] - [Epoch 85]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 09:14:36,392 - ice00001 - [INFO] - [E:86| 0]: Train Loss:0.0029098, Val MRR:0.08254, ice00001 +2023-05-22 09:16:01,747 - ice00001 - [INFO] - [E:239| 300]: Train Loss:0.0018348, Val MRR:0.39323, ice00001 +2023-05-22 09:16:04,160 - ice00001 - [INFO] - [E:86| 100]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 09:17:41,076 - ice00001 - [INFO] - [E:239| 400]: Train Loss:0.0018357, Val MRR:0.39323, ice00001 +2023-05-22 09:17:41,112 - ice00001 - [INFO] - [E:86| 200]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 09:19:18,160 - ice00001 - [INFO] - [E:86| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 09:19:21,598 - ice00001 - [INFO] - [E:239| 500]: Train Loss:0.0018365, Val MRR:0.39323, ice00001 +2023-05-22 09:20:55,660 - ice00001 - [INFO] - [E:86| 400]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 09:21:02,814 - ice00001 - [INFO] - [E:239| 600]: Train Loss:0.0018364, Val MRR:0.39323, ice00001 +2023-05-22 09:22:33,148 - ice00001 - [INFO] - [E:86| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 09:22:44,340 - ice00001 - [INFO] - [E:239| 700]: Train Loss:0.0018366, Val MRR:0.39323, ice00001 +2023-05-22 09:24:10,280 - ice00001 - [INFO] - [E:86| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 09:24:25,575 - ice00001 - [INFO] - [E:239| 800]: Train Loss:0.0018369, Val MRR:0.39323, ice00001 +2023-05-22 09:25:36,876 - ice00001 - [INFO] - [E:86| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 09:25:56,051 - ice00001 - [INFO] - [E:239| 900]: Train Loss:0.0018374, Val MRR:0.39323, ice00001 +2023-05-22 09:27:06,194 - ice00001 - [INFO] - [Epoch:239]: Training Loss:0.001838 + +2023-05-22 09:27:06,707 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 09:27:12,908 - ice00001 - [INFO] - [E:86| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 09:27:29,483 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 09:27:52,128 - ice00001 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.41838, Head : 0.36749, Avg : 0.39294 + MR: Tail : 283.33, Head : 310.35, Avg : 296.84 + Hit-1: Tail : 0.31169, Head : 0.2618, Avg : 0.28675 + Hit-3: Tail : 0.4685, Head : 0.41364, Avg : 0.44107 + Hit-10: Tail : 0.62216, Head : 0.57471, Avg : 0.59843 +2023-05-22 09:27:52,128 - ice00001 - [INFO] - [Epoch 239]: Training Loss: 0.0018376, Valid MRR: 0.39323, + + + +2023-05-22 09:27:52,920 - ice00001 - [INFO] - [E:240| 0]: Train Loss:0.0018441, Val MRR:0.39323, ice00001 +2023-05-22 09:28:49,944 - ice00001 - [INFO] - [E:86| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 09:29:37,331 - ice00001 - [INFO] - [E:240| 100]: Train Loss:0.0018365, Val MRR:0.39323, ice00001 +2023-05-22 09:30:01,320 - ice00001 - [INFO] - [Epoch:86]: Training Loss:0.002901 + +2023-05-22 09:30:01,683 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 09:30:24,220 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 09:30:46,354 - ice00001 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.09475, Head : 0.06924, Avg : 0.082 + +2023-05-22 09:30:46,354 - ice00001 - [INFO] - [Epoch 86]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 09:30:47,135 - ice00001 - [INFO] - [E:87| 0]: Train Loss:0.0029186, Val MRR:0.08254, ice00001 +2023-05-22 09:31:18,424 - ice00001 - [INFO] - [E:240| 200]: Train Loss:0.0018349, Val MRR:0.39323, ice00001 +2023-05-22 09:32:24,511 - ice00001 - [INFO] - [E:87| 100]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 09:33:00,043 - ice00001 - [INFO] - [E:240| 300]: Train Loss:0.0018339, Val MRR:0.39323, ice00001 +2023-05-22 09:33:51,610 - ice00001 - [INFO] - [E:87| 200]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 09:34:31,123 - ice00001 - [INFO] - [E:240| 400]: Train Loss:0.001835, Val MRR:0.39323, ice00001 +2023-05-22 09:35:29,136 - ice00001 - [INFO] - [E:87| 300]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 09:36:11,746 - ice00001 - [INFO] - [E:240| 500]: Train Loss:0.0018345, Val MRR:0.39323, ice00001 +2023-05-22 09:37:06,690 - ice00001 - [INFO] - [E:87| 400]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 09:37:53,290 - ice00001 - [INFO] - [E:240| 600]: Train Loss:0.0018347, Val MRR:0.39323, ice00001 +2023-05-22 09:38:43,965 - ice00001 - [INFO] - [E:87| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 09:39:33,973 - ice00001 - [INFO] - [E:240| 700]: Train Loss:0.0018351, Val MRR:0.39323, ice00001 +2023-05-22 09:40:21,431 - ice00001 - [INFO] - [E:87| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 09:41:12,998 - ice00001 - [INFO] - [E:240| 800]: Train Loss:0.001836, Val MRR:0.39323, ice00001 +2023-05-22 09:41:57,537 - ice00001 - [INFO] - [E:87| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 09:42:42,245 - ice00001 - [INFO] - [E:240| 900]: Train Loss:0.001837, Val MRR:0.39323, ice00001 +2023-05-22 09:43:25,040 - ice00001 - [INFO] - [E:87| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 09:43:53,204 - ice00001 - [INFO] - [Epoch:240]: Training Loss:0.001837 + +2023-05-22 09:43:53,592 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 09:44:16,735 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 09:44:39,226 - ice00001 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.41872, Head : 0.36707, Avg : 0.39289 + +2023-05-22 09:44:39,226 - ice00001 - [INFO] - [Epoch 240]: Training Loss: 0.0018373, Valid MRR: 0.39323, + + + +2023-05-22 09:44:39,996 - ice00001 - [INFO] - [E:241| 0]: Train Loss:0.0017655, Val MRR:0.39323, ice00001 +2023-05-22 09:45:02,570 - ice00001 - [INFO] - [E:87| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 09:46:11,732 - ice00001 - [INFO] - [Epoch:87]: Training Loss:0.002902 + +2023-05-22 09:46:11,984 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 09:46:20,596 - ice00001 - [INFO] - [E:241| 100]: Train Loss:0.0018299, Val MRR:0.39323, ice00001 +2023-05-22 09:46:34,422 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 09:46:56,652 - ice00001 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.09559, Head : 0.06892, Avg : 0.08226 + +2023-05-22 09:46:56,652 - ice00001 - [INFO] - [Epoch 87]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 09:46:57,775 - ice00001 - [INFO] - [E:88| 0]: Train Loss:0.0029367, Val MRR:0.08254, ice00001 +2023-05-22 09:48:01,915 - ice00001 - [INFO] - [E:241| 200]: Train Loss:0.0018297, Val MRR:0.39323, ice00001 +2023-05-22 09:48:35,337 - ice00001 - [INFO] - [E:88| 100]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 09:49:43,413 - ice00001 - [INFO] - [E:241| 300]: Train Loss:0.0018319, Val MRR:0.39323, ice00001 +2023-05-22 09:50:13,128 - ice00001 - [INFO] - [E:88| 200]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 09:51:14,664 - ice00001 - [INFO] - [E:241| 400]: Train Loss:0.001833, Val MRR:0.39323, ice00001 +2023-05-22 09:51:40,775 - ice00001 - [INFO] - [E:88| 300]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 09:52:55,202 - ice00001 - [INFO] - [E:241| 500]: Train Loss:0.0018336, Val MRR:0.39323, ice00001 +2023-05-22 09:53:17,518 - ice00001 - [INFO] - [E:88| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 09:54:35,561 - ice00001 - [INFO] - [E:241| 600]: Train Loss:0.0018352, Val MRR:0.39323, ice00001 +2023-05-22 09:54:54,655 - ice00001 - [INFO] - [E:88| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 09:56:14,682 - ice00001 - [INFO] - [E:241| 700]: Train Loss:0.0018351, Val MRR:0.39323, ice00001 +2023-05-22 09:56:30,881 - ice00001 - [INFO] - [E:88| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 09:57:54,706 - ice00001 - [INFO] - [E:241| 800]: Train Loss:0.001836, Val MRR:0.39323, ice00001 +2023-05-22 09:58:08,530 - ice00001 - [INFO] - [E:88| 700]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 09:59:29,825 - ice00001 - [INFO] - [E:241| 900]: Train Loss:0.001836, Val MRR:0.39323, ice00001 +2023-05-22 09:59:36,490 - ice00001 - [INFO] - [E:88| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 10:00:36,635 - ice00001 - [INFO] - [Epoch:241]: Training Loss:0.001837 + +2023-05-22 10:00:36,891 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:00:59,880 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:01:13,361 - ice00001 - [INFO] - [E:88| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 10:01:22,747 - ice00001 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.41754, Head : 0.36937, Avg : 0.39346 + +2023-05-22 10:01:25,038 - ice00001 - [INFO] - [Epoch 241]: Training Loss: 0.0018366, Valid MRR: 0.39346, + + + +2023-05-22 10:01:26,205 - ice00001 - [INFO] - [E:242| 0]: Train Loss:0.0018896, Val MRR:0.39346, ice00001 +2023-05-22 10:02:21,782 - ice00001 - [INFO] - [Epoch:88]: Training Loss:0.002901 + +2023-05-22 10:02:22,141 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:02:44,869 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:03:06,949 - ice00001 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.0945, Head : 0.06921, Avg : 0.08186 + +2023-05-22 10:03:06,949 - ice00001 - [INFO] - [Epoch 88]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 10:03:07,343 - ice00001 - [INFO] - [E:242| 100]: Train Loss:0.0018236, Val MRR:0.39346, ice00001 +2023-05-22 10:03:07,969 - ice00001 - [INFO] - [E:89| 0]: Train Loss:0.0028683, Val MRR:0.08254, ice00001 +2023-05-22 10:04:45,154 - ice00001 - [INFO] - [E:89| 100]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 10:04:47,851 - ice00001 - [INFO] - [E:242| 200]: Train Loss:0.0018281, Val MRR:0.39346, ice00001 +2023-05-22 10:06:23,092 - ice00001 - [INFO] - [E:89| 200]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-22 10:06:28,070 - ice00001 - [INFO] - [E:242| 300]: Train Loss:0.0018325, Val MRR:0.39346, ice00001 +2023-05-22 10:08:01,909 - ice00001 - [INFO] - [E:89| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 10:08:08,768 - ice00001 - [INFO] - [E:242| 400]: Train Loss:0.0018335, Val MRR:0.39346, ice00001 +2023-05-22 10:09:28,775 - ice00001 - [INFO] - [E:89| 400]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 10:09:38,710 - ice00001 - [INFO] - [E:242| 500]: Train Loss:0.0018348, Val MRR:0.39346, ice00001 +2023-05-22 10:11:04,983 - ice00001 - [INFO] - [E:89| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 10:11:18,741 - ice00001 - [INFO] - [E:242| 600]: Train Loss:0.0018348, Val MRR:0.39346, ice00001 +2023-05-22 10:12:42,394 - ice00001 - [INFO] - [E:89| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 10:12:59,638 - ice00001 - [INFO] - [E:242| 700]: Train Loss:0.0018348, Val MRR:0.39346, ice00001 +2023-05-22 10:14:21,025 - ice00001 - [INFO] - [E:89| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 10:14:41,034 - ice00001 - [INFO] - [E:242| 800]: Train Loss:0.0018346, Val MRR:0.39346, ice00001 +2023-05-22 10:15:58,467 - ice00001 - [INFO] - [E:89| 800]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 10:16:22,914 - ice00001 - [INFO] - [E:242| 900]: Train Loss:0.0018352, Val MRR:0.39346, ice00001 +2023-05-22 10:17:24,009 - ice00001 - [INFO] - [Epoch:242]: Training Loss:0.001836 + +2023-05-22 10:17:24,484 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:17:26,330 - ice00001 - [INFO] - [E:89| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 10:17:47,368 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:18:12,757 - ice00001 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.41841, Head : 0.36806, Avg : 0.39324 + +2023-05-22 10:18:12,757 - ice00001 - [INFO] - [Epoch 242]: Training Loss: 0.0018358, Valid MRR: 0.39346, + + + +2023-05-22 10:18:13,885 - ice00001 - [INFO] - [E:243| 0]: Train Loss:0.0018273, Val MRR:0.39346, ice00001 +2023-05-22 10:18:37,691 - ice00001 - [INFO] - [Epoch:89]: Training Loss:0.002902 + +2023-05-22 10:18:38,189 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:19:00,829 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:19:23,228 - ice00001 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.09248, Head : 0.07016, Avg : 0.08132 + MR: Tail : 842.91, Head : 1005.7, Avg : 924.29 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.08181, Head : 0.06506, Avg : 0.07343 + Hit-10: Tail : 0.20379, Head : 0.16021, Avg : 0.182 +2023-05-22 10:19:23,228 - ice00001 - [INFO] - [Epoch 89]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 10:19:24,194 - ice00001 - [INFO] - [E:90| 0]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-22 10:19:54,214 - ice00001 - [INFO] - [E:243| 100]: Train Loss:0.0018299, Val MRR:0.39346, ice00001 +2023-05-22 10:21:02,367 - ice00001 - [INFO] - [E:90| 100]: Train Loss:0.0029071, Val MRR:0.08254, ice00001 +2023-05-22 10:21:35,306 - ice00001 - [INFO] - [E:243| 200]: Train Loss:0.0018322, Val MRR:0.39346, ice00001 +2023-05-22 10:22:40,371 - ice00001 - [INFO] - [E:90| 200]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 10:23:15,760 - ice00001 - [INFO] - [E:243| 300]: Train Loss:0.0018326, Val MRR:0.39346, ice00001 +2023-05-22 10:24:17,597 - ice00001 - [INFO] - [E:90| 300]: Train Loss:0.0029058, Val MRR:0.08254, ice00001 +2023-05-22 10:24:54,609 - ice00001 - [INFO] - [E:243| 400]: Train Loss:0.001833, Val MRR:0.39346, ice00001 +2023-05-22 10:25:48,349 - ice00001 - [INFO] - [E:90| 400]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-22 10:26:24,869 - ice00001 - [INFO] - [E:243| 500]: Train Loss:0.0018324, Val MRR:0.39346, ice00001 +2023-05-22 10:27:21,874 - ice00001 - [INFO] - [E:90| 500]: Train Loss:0.0029047, Val MRR:0.08254, ice00001 +2023-05-22 10:28:06,320 - ice00001 - [INFO] - [E:243| 600]: Train Loss:0.0018333, Val MRR:0.39346, ice00001 +2023-05-22 10:28:59,236 - ice00001 - [INFO] - [E:90| 600]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 10:29:47,360 - ice00001 - [INFO] - [E:243| 700]: Train Loss:0.001834, Val MRR:0.39346, ice00001 +2023-05-22 10:30:36,684 - ice00001 - [INFO] - [E:90| 700]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 10:31:29,153 - ice00001 - [INFO] - [E:243| 800]: Train Loss:0.001834, Val MRR:0.39346, ice00001 +2023-05-22 10:32:14,560 - ice00001 - [INFO] - [E:90| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 10:33:09,833 - ice00001 - [INFO] - [E:243| 900]: Train Loss:0.0018342, Val MRR:0.39346, ice00001 +2023-05-22 10:33:51,866 - ice00001 - [INFO] - [E:90| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 10:34:20,812 - ice00001 - [INFO] - [Epoch:243]: Training Loss:0.001834 + +2023-05-22 10:34:21,200 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:34:35,797 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:34:50,342 - ice00001 - [INFO] - [Epoch:90]: Training Loss:0.002902 + +2023-05-22 10:34:50,840 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:34:54,830 - ice00001 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.41928, Head : 0.36925, Avg : 0.39426 + +2023-05-22 10:34:57,367 - ice00001 - [INFO] - [Epoch 243]: Training Loss: 0.0018344, Valid MRR: 0.39426, + + + +2023-05-22 10:34:58,656 - ice00001 - [INFO] - [E:244| 0]: Train Loss:0.0018364, Val MRR:0.39426, ice00001 +2023-05-22 10:35:13,229 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:35:35,001 - ice00001 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.09459, Head : 0.06939, Avg : 0.08199 + +2023-05-22 10:35:35,002 - ice00001 - [INFO] - [Epoch 90]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 10:35:36,037 - ice00001 - [INFO] - [E:91| 0]: Train Loss:0.0029225, Val MRR:0.08254, ice00001 +2023-05-22 10:36:39,664 - ice00001 - [INFO] - [E:244| 100]: Train Loss:0.0018339, Val MRR:0.39426, ice00001 +2023-05-22 10:37:13,117 - ice00001 - [INFO] - [E:91| 100]: Train Loss:0.0028989, Val MRR:0.08254, ice00001 +2023-05-22 10:38:20,769 - ice00001 - [INFO] - [E:244| 200]: Train Loss:0.0018315, Val MRR:0.39426, ice00001 +2023-05-22 10:38:49,551 - ice00001 - [INFO] - [E:91| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-22 10:39:59,837 - ice00001 - [INFO] - [E:244| 300]: Train Loss:0.0018305, Val MRR:0.39426, ice00001 +2023-05-22 10:40:25,972 - ice00001 - [INFO] - [E:91| 300]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-22 10:41:40,987 - ice00001 - [INFO] - [E:244| 400]: Train Loss:0.0018309, Val MRR:0.39426, ice00001 +2023-05-22 10:42:03,315 - ice00001 - [INFO] - [E:91| 400]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-22 10:43:14,693 - ice00001 - [INFO] - [E:244| 500]: Train Loss:0.0018314, Val MRR:0.39426, ice00001 +2023-05-22 10:43:30,481 - ice00001 - [INFO] - [E:91| 500]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 10:44:53,175 - ice00001 - [INFO] - [E:244| 600]: Train Loss:0.0018324, Val MRR:0.39426, ice00001 +2023-05-22 10:45:08,903 - ice00001 - [INFO] - [E:91| 600]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 10:46:33,712 - ice00001 - [INFO] - [E:244| 700]: Train Loss:0.0018328, Val MRR:0.39426, ice00001 +2023-05-22 10:46:46,821 - ice00001 - [INFO] - [E:91| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 10:48:13,965 - ice00001 - [INFO] - [E:244| 800]: Train Loss:0.0018337, Val MRR:0.39426, ice00001 +2023-05-22 10:48:24,111 - ice00001 - [INFO] - [E:91| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 10:49:54,246 - ice00001 - [INFO] - [E:244| 900]: Train Loss:0.0018342, Val MRR:0.39426, ice00001 +2023-05-22 10:50:01,729 - ice00001 - [INFO] - [E:91| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 10:51:05,002 - ice00001 - [INFO] - [Epoch:244]: Training Loss:0.001834 + +2023-05-22 10:51:05,341 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:51:10,403 - ice00001 - [INFO] - [Epoch:91]: Training Loss:0.002902 + +2023-05-22 10:51:10,654 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 10:51:28,459 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:51:33,186 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 10:51:49,383 - ice00001 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.41863, Head : 0.36803, Avg : 0.39333 + +2023-05-22 10:51:49,383 - ice00001 - [INFO] - [Epoch 244]: Training Loss: 0.0018344, Valid MRR: 0.39426, + + + +2023-05-22 10:51:50,021 - ice00001 - [INFO] - [E:245| 0]: Train Loss:0.0018441, Val MRR:0.39426, ice00001 +2023-05-22 10:51:51,997 - ice00001 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.09551, Head : 0.06914, Avg : 0.08232 + +2023-05-22 10:51:51,997 - ice00001 - [INFO] - [Epoch 91]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 10:51:52,628 - ice00001 - [INFO] - [E:92| 0]: Train Loss:0.0028792, Val MRR:0.08254, ice00001 +2023-05-22 10:53:21,851 - ice00001 - [INFO] - [E:245| 100]: Train Loss:0.0018321, Val MRR:0.39426, ice00001 +2023-05-22 10:53:22,202 - ice00001 - [INFO] - [E:92| 100]: Train Loss:0.0028912, Val MRR:0.08254, ice00001 +2023-05-22 10:54:58,748 - ice00001 - [INFO] - [E:92| 200]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 10:55:01,500 - ice00001 - [INFO] - [E:245| 200]: Train Loss:0.0018311, Val MRR:0.39426, ice00001 +2023-05-22 10:56:36,611 - ice00001 - [INFO] - [E:92| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 10:56:42,593 - ice00001 - [INFO] - [E:245| 300]: Train Loss:0.0018307, Val MRR:0.39426, ice00001 +2023-05-22 10:58:14,603 - ice00001 - [INFO] - [E:92| 400]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 10:58:22,783 - ice00001 - [INFO] - [E:245| 400]: Train Loss:0.0018308, Val MRR:0.39426, ice00001 +2023-05-22 10:59:51,772 - ice00001 - [INFO] - [E:92| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 11:00:03,348 - ice00001 - [INFO] - [E:245| 500]: Train Loss:0.0018315, Val MRR:0.39426, ice00001 +2023-05-22 11:01:18,860 - ice00001 - [INFO] - [E:92| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 11:01:34,010 - ice00001 - [INFO] - [E:245| 600]: Train Loss:0.0018319, Val MRR:0.39426, ice00001 +2023-05-22 11:02:56,342 - ice00001 - [INFO] - [E:92| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 11:03:15,816 - ice00001 - [INFO] - [E:245| 700]: Train Loss:0.0018325, Val MRR:0.39426, ice00001 +2023-05-22 11:04:34,058 - ice00001 - [INFO] - [E:92| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 11:04:56,597 - ice00001 - [INFO] - [E:245| 800]: Train Loss:0.0018334, Val MRR:0.39426, ice00001 +2023-05-22 11:06:14,032 - ice00001 - [INFO] - [E:92| 900]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 11:06:40,176 - ice00001 - [INFO] - [E:245| 900]: Train Loss:0.0018331, Val MRR:0.39426, ice00001 +2023-05-22 11:07:22,344 - ice00001 - [INFO] - [Epoch:92]: Training Loss:0.002902 + +2023-05-22 11:07:22,842 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:07:44,863 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:07:50,075 - ice00001 - [INFO] - [Epoch:245]: Training Loss:0.001834 + +2023-05-22 11:07:50,461 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:08:06,722 - ice00001 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.09476, Head : 0.06905, Avg : 0.0819 + +2023-05-22 11:08:06,723 - ice00001 - [INFO] - [Epoch 92]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 11:08:07,844 - ice00001 - [INFO] - [E:93| 0]: Train Loss:0.0029509, Val MRR:0.08254, ice00001 +2023-05-22 11:08:13,140 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:08:35,381 - ice00001 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.42007, Head : 0.3685, Avg : 0.39429 + +2023-05-22 11:08:37,293 - ice00001 - [INFO] - [Epoch 245]: Training Loss: 0.0018337, Valid MRR: 0.39429, + + + +2023-05-22 11:08:38,067 - ice00001 - [INFO] - [E:246| 0]: Train Loss:0.0018069, Val MRR:0.39429, ice00001 +2023-05-22 11:09:34,826 - ice00001 - [INFO] - [E:93| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 11:10:09,250 - ice00001 - [INFO] - [E:246| 100]: Train Loss:0.0018288, Val MRR:0.39429, ice00001 +2023-05-22 11:11:12,265 - ice00001 - [INFO] - [E:93| 200]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 11:11:50,500 - ice00001 - [INFO] - [E:246| 200]: Train Loss:0.0018278, Val MRR:0.39429, ice00001 +2023-05-22 11:12:50,243 - ice00001 - [INFO] - [E:93| 300]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 11:13:31,109 - ice00001 - [INFO] - [E:246| 300]: Train Loss:0.0018314, Val MRR:0.39429, ice00001 +2023-05-22 11:14:28,439 - ice00001 - [INFO] - [E:93| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 11:15:11,367 - ice00001 - [INFO] - [E:246| 400]: Train Loss:0.0018325, Val MRR:0.39429, ice00001 +2023-05-22 11:16:05,892 - ice00001 - [INFO] - [E:93| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 11:16:52,402 - ice00001 - [INFO] - [E:246| 500]: Train Loss:0.0018325, Val MRR:0.39429, ice00001 +2023-05-22 11:17:43,394 - ice00001 - [INFO] - [E:93| 600]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 11:18:22,762 - ice00001 - [INFO] - [E:246| 600]: Train Loss:0.0018321, Val MRR:0.39429, ice00001 +2023-05-22 11:19:10,758 - ice00001 - [INFO] - [E:93| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 11:20:02,556 - ice00001 - [INFO] - [E:246| 700]: Train Loss:0.0018327, Val MRR:0.39429, ice00001 +2023-05-22 11:20:48,753 - ice00001 - [INFO] - [E:93| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 11:21:42,657 - ice00001 - [INFO] - [E:246| 800]: Train Loss:0.0018329, Val MRR:0.39429, ice00001 +2023-05-22 11:22:25,935 - ice00001 - [INFO] - [E:93| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 11:23:21,279 - ice00001 - [INFO] - [E:246| 900]: Train Loss:0.0018327, Val MRR:0.39429, ice00001 +2023-05-22 11:23:34,124 - ice00001 - [INFO] - [Epoch:93]: Training Loss:0.002901 + +2023-05-22 11:23:34,508 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:23:57,233 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:24:19,265 - ice00001 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.09448, Head : 0.06874, Avg : 0.08161 + +2023-05-22 11:24:19,265 - ice00001 - [INFO] - [Epoch 93]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 11:24:20,473 - ice00001 - [INFO] - [E:94| 0]: Train Loss:0.0029823, Val MRR:0.08254, ice00001 +2023-05-22 11:24:31,564 - ice00001 - [INFO] - [Epoch:246]: Training Loss:0.001833 + +2023-05-22 11:24:31,819 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:24:54,431 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:25:17,127 - ice00001 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.41875, Head : 0.36858, Avg : 0.39366 + +2023-05-22 11:25:17,127 - ice00001 - [INFO] - [Epoch 246]: Training Loss: 0.001833, Valid MRR: 0.39429, + + + +2023-05-22 11:25:18,276 - ice00001 - [INFO] - [E:247| 0]: Train Loss:0.0018354, Val MRR:0.39429, ice00001 +2023-05-22 11:25:58,471 - ice00001 - [INFO] - [E:94| 100]: Train Loss:0.0029056, Val MRR:0.08254, ice00001 +2023-05-22 11:26:50,176 - ice00001 - [INFO] - [E:247| 100]: Train Loss:0.001831, Val MRR:0.39429, ice00001 +2023-05-22 11:27:25,910 - ice00001 - [INFO] - [E:94| 200]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 11:28:28,567 - ice00001 - [INFO] - [E:247| 200]: Train Loss:0.0018284, Val MRR:0.39429, ice00001 +2023-05-22 11:29:03,353 - ice00001 - [INFO] - [E:94| 300]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 11:30:08,977 - ice00001 - [INFO] - [E:247| 300]: Train Loss:0.0018281, Val MRR:0.39429, ice00001 +2023-05-22 11:30:40,900 - ice00001 - [INFO] - [E:94| 400]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 11:31:49,564 - ice00001 - [INFO] - [E:247| 400]: Train Loss:0.0018281, Val MRR:0.39429, ice00001 +2023-05-22 11:32:18,246 - ice00001 - [INFO] - [E:94| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 11:33:30,995 - ice00001 - [INFO] - [E:247| 500]: Train Loss:0.0018287, Val MRR:0.39429, ice00001 +2023-05-22 11:33:55,788 - ice00001 - [INFO] - [E:94| 600]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 11:35:12,433 - ice00001 - [INFO] - [E:247| 600]: Train Loss:0.00183, Val MRR:0.39429, ice00001 +2023-05-22 11:35:29,439 - ice00001 - [INFO] - [E:94| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 11:36:41,596 - ice00001 - [INFO] - [E:247| 700]: Train Loss:0.0018303, Val MRR:0.39429, ice00001 +2023-05-22 11:37:00,119 - ice00001 - [INFO] - [E:94| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 11:38:20,592 - ice00001 - [INFO] - [E:247| 800]: Train Loss:0.0018304, Val MRR:0.39429, ice00001 +2023-05-22 11:38:37,296 - ice00001 - [INFO] - [E:94| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 11:39:46,083 - ice00001 - [INFO] - [Epoch:94]: Training Loss:0.002902 + +2023-05-22 11:39:46,334 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:40:01,117 - ice00001 - [INFO] - [E:247| 900]: Train Loss:0.0018315, Val MRR:0.39429, ice00001 +2023-05-22 11:40:09,106 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:40:31,383 - ice00001 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.09529, Head : 0.06928, Avg : 0.08229 + +2023-05-22 11:40:31,383 - ice00001 - [INFO] - [Epoch 94]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 11:40:32,489 - ice00001 - [INFO] - [E:95| 0]: Train Loss:0.0029417, Val MRR:0.08254, ice00001 +2023-05-22 11:41:12,140 - ice00001 - [INFO] - [Epoch:247]: Training Loss:0.001832 + +2023-05-22 11:41:12,641 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:41:35,620 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:41:58,283 - ice00001 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.41723, Head : 0.3691, Avg : 0.39317 + +2023-05-22 11:41:58,283 - ice00001 - [INFO] - [Epoch 247]: Training Loss: 0.0018321, Valid MRR: 0.39429, + + + +2023-05-22 11:41:59,419 - ice00001 - [INFO] - [E:248| 0]: Train Loss:0.0017999, Val MRR:0.39429, ice00001 +2023-05-22 11:42:09,891 - ice00001 - [INFO] - [E:95| 100]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 11:43:40,279 - ice00001 - [INFO] - [E:248| 100]: Train Loss:0.0018298, Val MRR:0.39429, ice00001 +2023-05-22 11:43:47,330 - ice00001 - [INFO] - [E:95| 200]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 11:45:11,148 - ice00001 - [INFO] - [E:248| 200]: Train Loss:0.0018302, Val MRR:0.39429, ice00001 +2023-05-22 11:45:15,037 - ice00001 - [INFO] - [E:95| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 11:46:52,371 - ice00001 - [INFO] - [E:95| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 11:46:52,384 - ice00001 - [INFO] - [E:248| 300]: Train Loss:0.0018314, Val MRR:0.39429, ice00001 +2023-05-22 11:48:30,007 - ice00001 - [INFO] - [E:95| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 11:48:32,927 - ice00001 - [INFO] - [E:248| 400]: Train Loss:0.0018307, Val MRR:0.39429, ice00001 +2023-05-22 11:50:07,663 - ice00001 - [INFO] - [E:95| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 11:50:14,195 - ice00001 - [INFO] - [E:248| 500]: Train Loss:0.0018306, Val MRR:0.39429, ice00001 +2023-05-22 11:51:43,758 - ice00001 - [INFO] - [E:95| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 11:51:53,660 - ice00001 - [INFO] - [E:248| 600]: Train Loss:0.0018312, Val MRR:0.39429, ice00001 +2023-05-22 11:53:10,791 - ice00001 - [INFO] - [E:95| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 11:53:23,545 - ice00001 - [INFO] - [E:248| 700]: Train Loss:0.0018304, Val MRR:0.39429, ice00001 +2023-05-22 11:54:50,745 - ice00001 - [INFO] - [E:95| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 11:55:06,650 - ice00001 - [INFO] - [E:248| 800]: Train Loss:0.0018307, Val MRR:0.39429, ice00001 +2023-05-22 11:55:59,676 - ice00001 - [INFO] - [Epoch:95]: Training Loss:0.002901 + +2023-05-22 11:56:00,034 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:56:22,704 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:56:45,033 - ice00001 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.09447, Head : 0.06963, Avg : 0.08205 + +2023-05-22 11:56:45,033 - ice00001 - [INFO] - [Epoch 95]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 11:56:45,835 - ice00001 - [INFO] - [E:96| 0]: Train Loss:0.002907, Val MRR:0.08254, ice00001 +2023-05-22 11:56:46,547 - ice00001 - [INFO] - [E:248| 900]: Train Loss:0.0018314, Val MRR:0.39429, ice00001 +2023-05-22 11:57:57,498 - ice00001 - [INFO] - [Epoch:248]: Training Loss:0.001832 + +2023-05-22 11:57:58,001 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 11:58:20,848 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 11:58:24,050 - ice00001 - [INFO] - [E:96| 100]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 11:58:43,167 - ice00001 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.41959, Head : 0.36928, Avg : 0.39443 + +2023-05-22 11:58:45,269 - ice00001 - [INFO] - [Epoch 248]: Training Loss: 0.0018315, Valid MRR: 0.39443, + + + +2023-05-22 11:58:46,367 - ice00001 - [INFO] - [E:249| 0]: Train Loss:0.0018364, Val MRR:0.39443, ice00001 +2023-05-22 12:00:01,797 - ice00001 - [INFO] - [E:96| 200]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 12:00:27,229 - ice00001 - [INFO] - [E:249| 100]: Train Loss:0.0018239, Val MRR:0.39443, ice00001 +2023-05-22 12:01:38,171 - ice00001 - [INFO] - [E:96| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 12:01:57,811 - ice00001 - [INFO] - [E:249| 200]: Train Loss:0.0018264, Val MRR:0.39443, ice00001 +2023-05-22 12:03:07,081 - ice00001 - [INFO] - [E:96| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 12:03:37,799 - ice00001 - [INFO] - [E:249| 300]: Train Loss:0.001826, Val MRR:0.39443, ice00001 +2023-05-22 12:04:44,633 - ice00001 - [INFO] - [E:96| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 12:05:18,249 - ice00001 - [INFO] - [E:249| 400]: Train Loss:0.0018263, Val MRR:0.39443, ice00001 +2023-05-22 12:06:20,733 - ice00001 - [INFO] - [E:96| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 12:06:57,045 - ice00001 - [INFO] - [E:249| 500]: Train Loss:0.0018279, Val MRR:0.39443, ice00001 +2023-05-22 12:07:57,529 - ice00001 - [INFO] - [E:96| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 12:08:38,345 - ice00001 - [INFO] - [E:249| 600]: Train Loss:0.0018288, Val MRR:0.39443, ice00001 +2023-05-22 12:09:34,457 - ice00001 - [INFO] - [E:96| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 12:10:17,560 - ice00001 - [INFO] - [E:249| 700]: Train Loss:0.0018297, Val MRR:0.39443, ice00001 +2023-05-22 12:11:01,359 - ice00001 - [INFO] - [E:96| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 12:11:49,037 - ice00001 - [INFO] - [E:249| 800]: Train Loss:0.0018303, Val MRR:0.39443, ice00001 +2023-05-22 12:12:10,119 - ice00001 - [INFO] - [Epoch:96]: Training Loss:0.002902 + +2023-05-22 12:12:10,480 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 12:12:32,853 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 12:12:54,819 - ice00001 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.09411, Head : 0.06935, Avg : 0.08173 + +2023-05-22 12:12:54,819 - ice00001 - [INFO] - [Epoch 96]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 12:12:55,859 - ice00001 - [INFO] - [E:97| 0]: Train Loss:0.0029107, Val MRR:0.08254, ice00001 +2023-05-22 12:13:28,957 - ice00001 - [INFO] - [E:249| 900]: Train Loss:0.0018307, Val MRR:0.39443, ice00001 +2023-05-22 12:14:33,784 - ice00001 - [INFO] - [E:97| 100]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 12:14:39,151 - ice00001 - [INFO] - [Epoch:249]: Training Loss:0.001831 + +2023-05-22 12:14:39,537 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 12:15:02,359 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 12:15:24,738 - ice00001 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.42134, Head : 0.36928, Avg : 0.39531 + MR: Tail : 287.64, Head : 314.47, Avg : 301.05 + Hit-1: Tail : 0.31594, Head : 0.26387, Avg : 0.2899 + Hit-3: Tail : 0.47057, Head : 0.41728, Avg : 0.44393 + Hit-10: Tail : 0.62289, Head : 0.5741, Avg : 0.59849 +2023-05-22 12:15:26,505 - ice00001 - [INFO] - [Epoch 249]: Training Loss: 0.001831, Valid MRR: 0.39531, + + + +2023-05-22 12:15:27,697 - ice00001 - [INFO] - [E:250| 0]: Train Loss:0.001831, Val MRR:0.39531, ice00001 +2023-05-22 12:16:11,518 - ice00001 - [INFO] - [E:97| 200]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 12:17:07,618 - ice00001 - [INFO] - [E:250| 100]: Train Loss:0.001825, Val MRR:0.39531, ice00001 +2023-05-22 12:17:49,807 - ice00001 - [INFO] - [E:97| 300]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 12:18:47,765 - ice00001 - [INFO] - [E:250| 200]: Train Loss:0.0018246, Val MRR:0.39531, ice00001 +2023-05-22 12:19:17,558 - ice00001 - [INFO] - [E:97| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 12:20:17,107 - ice00001 - [INFO] - [E:250| 300]: Train Loss:0.0018263, Val MRR:0.39531, ice00001 +2023-05-22 12:20:53,519 - ice00001 - [INFO] - [E:97| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 12:21:56,952 - ice00001 - [INFO] - [E:250| 400]: Train Loss:0.0018278, Val MRR:0.39531, ice00001 +2023-05-22 12:22:30,502 - ice00001 - [INFO] - [E:97| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 12:23:37,507 - ice00001 - [INFO] - [E:250| 500]: Train Loss:0.0018274, Val MRR:0.39531, ice00001 +2023-05-22 12:24:08,292 - ice00001 - [INFO] - [E:97| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 12:25:18,040 - ice00001 - [INFO] - [E:250| 600]: Train Loss:0.001828, Val MRR:0.39531, ice00001 +2023-05-22 12:25:45,345 - ice00001 - [INFO] - [E:97| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 12:26:58,590 - ice00001 - [INFO] - [E:250| 700]: Train Loss:0.0018283, Val MRR:0.39531, ice00001 +2023-05-22 12:27:22,186 - ice00001 - [INFO] - [E:97| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 12:28:20,266 - ice00001 - [INFO] - [Epoch:97]: Training Loss:0.002902 + +2023-05-22 12:28:20,517 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 12:28:28,907 - ice00001 - [INFO] - [E:250| 800]: Train Loss:0.0018292, Val MRR:0.39531, ice00001 +2023-05-22 12:28:42,744 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 12:29:04,742 - ice00001 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.09408, Head : 0.06969, Avg : 0.08189 + +2023-05-22 12:29:04,742 - ice00001 - [INFO] - [Epoch 97]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 12:29:05,847 - ice00001 - [INFO] - [E:98| 0]: Train Loss:0.0029322, Val MRR:0.08254, ice00001 +2023-05-22 12:30:09,707 - ice00001 - [INFO] - [E:250| 900]: Train Loss:0.0018294, Val MRR:0.39531, ice00001 +2023-05-22 12:30:43,964 - ice00001 - [INFO] - [E:98| 100]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 12:31:21,437 - ice00001 - [INFO] - [Epoch:250]: Training Loss:0.00183 + +2023-05-22 12:31:21,826 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 12:31:45,200 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 12:32:08,044 - ice00001 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.41919, Head : 0.36886, Avg : 0.39402 + +2023-05-22 12:32:08,044 - ice00001 - [INFO] - [Epoch 250]: Training Loss: 0.0018299, Valid MRR: 0.39531, + + + +2023-05-22 12:32:08,860 - ice00001 - [INFO] - [E:251| 0]: Train Loss:0.0018147, Val MRR:0.39531, ice00001 +2023-05-22 12:32:21,224 - ice00001 - [INFO] - [E:98| 200]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 12:33:49,669 - ice00001 - [INFO] - [E:251| 100]: Train Loss:0.0018202, Val MRR:0.39531, ice00001 +2023-05-22 12:33:58,768 - ice00001 - [INFO] - [E:98| 300]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 12:35:27,881 - ice00001 - [INFO] - [E:251| 200]: Train Loss:0.0018238, Val MRR:0.39531, ice00001 +2023-05-22 12:35:35,359 - ice00001 - [INFO] - [E:98| 400]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 12:36:58,206 - ice00001 - [INFO] - [E:251| 300]: Train Loss:0.0018263, Val MRR:0.39531, ice00001 +2023-05-22 12:37:02,764 - ice00001 - [INFO] - [E:98| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 12:38:38,057 - ice00001 - [INFO] - [E:251| 400]: Train Loss:0.0018274, Val MRR:0.39531, ice00001 +2023-05-22 12:38:40,371 - ice00001 - [INFO] - [E:98| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 12:40:17,469 - ice00001 - [INFO] - [E:98| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 12:40:19,377 - ice00001 - [INFO] - [E:251| 500]: Train Loss:0.0018285, Val MRR:0.39531, ice00001 +2023-05-22 12:41:54,880 - ice00001 - [INFO] - [E:98| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 12:42:00,301 - ice00001 - [INFO] - [E:251| 600]: Train Loss:0.0018284, Val MRR:0.39531, ice00001 +2023-05-22 12:43:35,196 - ice00001 - [INFO] - [E:98| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 12:43:43,167 - ice00001 - [INFO] - [E:251| 700]: Train Loss:0.0018288, Val MRR:0.39531, ice00001 +2023-05-22 12:44:43,749 - ice00001 - [INFO] - [Epoch:98]: Training Loss:0.002902 + +2023-05-22 12:44:44,227 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 12:45:06,826 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 12:45:22,077 - ice00001 - [INFO] - [E:251| 800]: Train Loss:0.0018291, Val MRR:0.39531, ice00001 +2023-05-22 12:45:24,656 - ice00001 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.09453, Head : 0.06963, Avg : 0.08208 + +2023-05-22 12:45:24,656 - ice00001 - [INFO] - [Epoch 98]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 12:45:25,273 - ice00001 - [INFO] - [E:99| 0]: Train Loss:0.0028766, Val MRR:0.08254, ice00001 +2023-05-22 12:46:54,610 - ice00001 - [INFO] - [E:251| 900]: Train Loss:0.0018294, Val MRR:0.39531, ice00001 +2023-05-22 12:46:57,071 - ice00001 - [INFO] - [E:99| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 12:48:04,822 - ice00001 - [INFO] - [Epoch:251]: Training Loss:0.00183 + +2023-05-22 12:48:05,166 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 12:48:28,108 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 12:48:34,823 - ice00001 - [INFO] - [E:99| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 12:48:50,667 - ice00001 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.41975, Head : 0.3692, Avg : 0.39447 + +2023-05-22 12:48:50,667 - ice00001 - [INFO] - [Epoch 251]: Training Loss: 0.0018299, Valid MRR: 0.39531, + + + +2023-05-22 12:48:51,627 - ice00001 - [INFO] - [E:252| 0]: Train Loss:0.0018457, Val MRR:0.39531, ice00001 +2023-05-22 12:50:11,067 - ice00001 - [INFO] - [E:99| 300]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 12:50:31,474 - ice00001 - [INFO] - [E:252| 100]: Train Loss:0.0018216, Val MRR:0.39531, ice00001 +2023-05-22 12:51:48,360 - ice00001 - [INFO] - [E:99| 400]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 12:52:12,739 - ice00001 - [INFO] - [E:252| 200]: Train Loss:0.0018264, Val MRR:0.39531, ice00001 +2023-05-22 12:53:26,473 - ice00001 - [INFO] - [E:99| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 12:53:53,303 - ice00001 - [INFO] - [E:252| 300]: Train Loss:0.0018256, Val MRR:0.39531, ice00001 +2023-05-22 12:54:54,070 - ice00001 - [INFO] - [E:99| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 12:55:23,453 - ice00001 - [INFO] - [E:252| 400]: Train Loss:0.0018246, Val MRR:0.39531, ice00001 +2023-05-22 12:56:32,405 - ice00001 - [INFO] - [E:99| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 12:57:03,658 - ice00001 - [INFO] - [E:252| 500]: Train Loss:0.0018255, Val MRR:0.39531, ice00001 +2023-05-22 12:58:10,634 - ice00001 - [INFO] - [E:99| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 12:58:44,116 - ice00001 - [INFO] - [E:252| 600]: Train Loss:0.0018261, Val MRR:0.39531, ice00001 +2023-05-22 12:59:48,607 - ice00001 - [INFO] - [E:99| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 13:00:24,423 - ice00001 - [INFO] - [E:252| 700]: Train Loss:0.0018272, Val MRR:0.39531, ice00001 +2023-05-22 13:00:57,748 - ice00001 - [INFO] - [Epoch:99]: Training Loss:0.002902 + +2023-05-22 13:00:58,122 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:01:21,077 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:01:43,639 - ice00001 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.09507, Head : 0.06927, Avg : 0.08217 + MR: Tail : 752.95, Head : 916.68, Avg : 834.82 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09831, Head : 0.06142, Avg : 0.07986 + Hit-10: Tail : 0.21435, Head : 0.15378, Avg : 0.18406 +2023-05-22 13:01:43,639 - ice00001 - [INFO] - [Epoch 99]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 13:01:44,777 - ice00001 - [INFO] - [E:100| 0]: Train Loss:0.0028675, Val MRR:0.08254, ice00001 +2023-05-22 13:02:05,126 - ice00001 - [INFO] - [E:252| 800]: Train Loss:0.0018275, Val MRR:0.39531, ice00001 +2023-05-22 13:03:11,916 - ice00001 - [INFO] - [E:100| 100]: Train Loss:0.0029063, Val MRR:0.08254, ice00001 +2023-05-22 13:03:34,613 - ice00001 - [INFO] - [E:252| 900]: Train Loss:0.0018279, Val MRR:0.39531, ice00001 +2023-05-22 13:04:45,009 - ice00001 - [INFO] - [Epoch:252]: Training Loss:0.001829 + +2023-05-22 13:04:45,513 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:04:47,051 - ice00001 - [INFO] - [E:100| 200]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-22 13:05:08,621 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:05:31,071 - ice00001 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.41839, Head : 0.36825, Avg : 0.39332 + +2023-05-22 13:05:31,071 - ice00001 - [INFO] - [Epoch 252]: Training Loss: 0.0018287, Valid MRR: 0.39531, + + + +2023-05-22 13:05:32,143 - ice00001 - [INFO] - [E:253| 0]: Train Loss:0.0018326, Val MRR:0.39531, ice00001 +2023-05-22 13:06:24,673 - ice00001 - [INFO] - [E:100| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 13:07:12,474 - ice00001 - [INFO] - [E:253| 100]: Train Loss:0.0018254, Val MRR:0.39531, ice00001 +2023-05-22 13:08:02,107 - ice00001 - [INFO] - [E:100| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 13:08:53,765 - ice00001 - [INFO] - [E:253| 200]: Train Loss:0.0018268, Val MRR:0.39531, ice00001 +2023-05-22 13:09:39,902 - ice00001 - [INFO] - [E:100| 500]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 13:10:35,080 - ice00001 - [INFO] - [E:253| 300]: Train Loss:0.0018236, Val MRR:0.39531, ice00001 +2023-05-22 13:11:17,751 - ice00001 - [INFO] - [E:100| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 13:12:05,834 - ice00001 - [INFO] - [E:253| 400]: Train Loss:0.0018249, Val MRR:0.39531, ice00001 +2023-05-22 13:12:45,255 - ice00001 - [INFO] - [E:100| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 13:13:46,442 - ice00001 - [INFO] - [E:253| 500]: Train Loss:0.0018257, Val MRR:0.39531, ice00001 +2023-05-22 13:14:23,414 - ice00001 - [INFO] - [E:100| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 13:15:27,031 - ice00001 - [INFO] - [E:253| 600]: Train Loss:0.0018256, Val MRR:0.39531, ice00001 +2023-05-22 13:16:00,773 - ice00001 - [INFO] - [E:100| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 13:17:07,784 - ice00001 - [INFO] - [E:253| 700]: Train Loss:0.0018262, Val MRR:0.39531, ice00001 +2023-05-22 13:17:09,237 - ice00001 - [INFO] - [Epoch:100]: Training Loss:0.002902 + +2023-05-22 13:17:09,578 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:17:32,065 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:17:53,649 - ice00001 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.09536, Head : 0.0693, Avg : 0.08233 + +2023-05-22 13:17:53,649 - ice00001 - [INFO] - [Epoch 100]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 13:17:54,679 - ice00001 - [INFO] - [E:101| 0]: Train Loss:0.0029455, Val MRR:0.08254, ice00001 +2023-05-22 13:18:46,872 - ice00001 - [INFO] - [E:253| 800]: Train Loss:0.0018271, Val MRR:0.39531, ice00001 +2023-05-22 13:19:30,904 - ice00001 - [INFO] - [E:101| 100]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 13:20:19,707 - ice00001 - [INFO] - [E:253| 900]: Train Loss:0.0018275, Val MRR:0.39531, ice00001 +2023-05-22 13:20:58,073 - ice00001 - [INFO] - [E:101| 200]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 13:21:28,845 - ice00001 - [INFO] - [Epoch:253]: Training Loss:0.001828 + +2023-05-22 13:21:29,100 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:21:52,027 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:22:14,999 - ice00001 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.41857, Head : 0.37031, Avg : 0.39444 + +2023-05-22 13:22:14,999 - ice00001 - [INFO] - [Epoch 253]: Training Loss: 0.0018279, Valid MRR: 0.39531, + + + +2023-05-22 13:22:16,146 - ice00001 - [INFO] - [E:254| 0]: Train Loss:0.0017979, Val MRR:0.39531, ice00001 +2023-05-22 13:22:35,753 - ice00001 - [INFO] - [E:101| 300]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 13:23:56,538 - ice00001 - [INFO] - [E:254| 100]: Train Loss:0.0018184, Val MRR:0.39531, ice00001 +2023-05-22 13:24:13,724 - ice00001 - [INFO] - [E:101| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 13:25:36,525 - ice00001 - [INFO] - [E:254| 200]: Train Loss:0.0018239, Val MRR:0.39531, ice00001 +2023-05-22 13:25:51,584 - ice00001 - [INFO] - [E:101| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 13:27:16,843 - ice00001 - [INFO] - [E:254| 300]: Train Loss:0.0018251, Val MRR:0.39531, ice00001 +2023-05-22 13:27:28,595 - ice00001 - [INFO] - [E:101| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 13:28:56,474 - ice00001 - [INFO] - [E:254| 400]: Train Loss:0.0018245, Val MRR:0.39531, ice00001 +2023-05-22 13:29:01,670 - ice00001 - [INFO] - [E:101| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 13:30:27,349 - ice00001 - [INFO] - [E:254| 500]: Train Loss:0.0018255, Val MRR:0.39531, ice00001 +2023-05-22 13:30:32,894 - ice00001 - [INFO] - [E:101| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 13:32:10,725 - ice00001 - [INFO] - [E:254| 600]: Train Loss:0.0018269, Val MRR:0.39531, ice00001 +2023-05-22 13:32:12,558 - ice00001 - [INFO] - [E:101| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 13:33:20,363 - ice00001 - [INFO] - [Epoch:101]: Training Loss:0.002902 + +2023-05-22 13:33:20,703 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:33:42,759 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:33:50,462 - ice00001 - [INFO] - [E:254| 700]: Train Loss:0.0018268, Val MRR:0.39531, ice00001 +2023-05-22 13:34:05,046 - ice00001 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.09555, Head : 0.06884, Avg : 0.0822 + +2023-05-22 13:34:05,046 - ice00001 - [INFO] - [Epoch 101]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 13:34:06,145 - ice00001 - [INFO] - [E:102| 0]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 13:35:31,919 - ice00001 - [INFO] - [E:254| 800]: Train Loss:0.0018272, Val MRR:0.39531, ice00001 +2023-05-22 13:35:43,456 - ice00001 - [INFO] - [E:102| 100]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 13:37:12,968 - ice00001 - [INFO] - [E:254| 900]: Train Loss:0.0018274, Val MRR:0.39531, ice00001 +2023-05-22 13:37:20,858 - ice00001 - [INFO] - [E:102| 200]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 13:38:13,500 - ice00001 - [INFO] - [Epoch:254]: Training Loss:0.001828 + +2023-05-22 13:38:13,889 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:38:36,830 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:38:48,241 - ice00001 - [INFO] - [E:102| 300]: Train Loss:0.0028992, Val MRR:0.08254, ice00001 +2023-05-22 13:38:59,673 - ice00001 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.41825, Head : 0.37047, Avg : 0.39436 + +2023-05-22 13:38:59,673 - ice00001 - [INFO] - [Epoch 254]: Training Loss: 0.0018278, Valid MRR: 0.39531, + + + +2023-05-22 13:39:00,625 - ice00001 - [INFO] - [E:255| 0]: Train Loss:0.0018326, Val MRR:0.39531, ice00001 +2023-05-22 13:40:25,836 - ice00001 - [INFO] - [E:102| 400]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 13:40:41,205 - ice00001 - [INFO] - [E:255| 100]: Train Loss:0.0018274, Val MRR:0.39531, ice00001 +2023-05-22 13:42:02,480 - ice00001 - [INFO] - [E:102| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 13:42:22,165 - ice00001 - [INFO] - [E:255| 200]: Train Loss:0.0018222, Val MRR:0.39531, ice00001 +2023-05-22 13:43:40,287 - ice00001 - [INFO] - [E:102| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 13:44:03,169 - ice00001 - [INFO] - [E:255| 300]: Train Loss:0.0018243, Val MRR:0.39531, ice00001 +2023-05-22 13:45:17,374 - ice00001 - [INFO] - [E:102| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 13:45:43,555 - ice00001 - [INFO] - [E:255| 400]: Train Loss:0.0018243, Val MRR:0.39531, ice00001 +2023-05-22 13:46:44,215 - ice00001 - [INFO] - [E:102| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 13:47:12,705 - ice00001 - [INFO] - [E:255| 500]: Train Loss:0.0018243, Val MRR:0.39531, ice00001 +2023-05-22 13:48:21,520 - ice00001 - [INFO] - [E:102| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 13:48:52,382 - ice00001 - [INFO] - [E:255| 600]: Train Loss:0.0018248, Val MRR:0.39531, ice00001 +2023-05-22 13:49:30,249 - ice00001 - [INFO] - [Epoch:102]: Training Loss:0.002902 + +2023-05-22 13:49:30,743 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:49:53,517 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:50:15,975 - ice00001 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.09555, Head : 0.0688, Avg : 0.08217 + +2023-05-22 13:50:15,975 - ice00001 - [INFO] - [Epoch 102]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 13:50:17,166 - ice00001 - [INFO] - [E:103| 0]: Train Loss:0.0029058, Val MRR:0.08254, ice00001 +2023-05-22 13:50:32,376 - ice00001 - [INFO] - [E:255| 700]: Train Loss:0.0018243, Val MRR:0.39531, ice00001 +2023-05-22 13:51:54,398 - ice00001 - [INFO] - [E:103| 100]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 13:52:13,309 - ice00001 - [INFO] - [E:255| 800]: Train Loss:0.0018254, Val MRR:0.39531, ice00001 +2023-05-22 13:53:32,636 - ice00001 - [INFO] - [E:103| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 13:53:54,883 - ice00001 - [INFO] - [E:255| 900]: Train Loss:0.001826, Val MRR:0.39531, ice00001 +2023-05-22 13:55:05,681 - ice00001 - [INFO] - [Epoch:255]: Training Loss:0.001827 + +2023-05-22 13:55:06,017 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 13:55:09,942 - ice00001 - [INFO] - [E:103| 300]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 13:55:20,696 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 13:55:40,403 - ice00001 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.41948, Head : 0.36878, Avg : 0.39413 + +2023-05-22 13:55:40,403 - ice00001 - [INFO] - [Epoch 255]: Training Loss: 0.0018266, Valid MRR: 0.39531, + + + +2023-05-22 13:55:41,510 - ice00001 - [INFO] - [E:256| 0]: Train Loss:0.0018792, Val MRR:0.39531, ice00001 +2023-05-22 13:56:38,444 - ice00001 - [INFO] - [E:103| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 13:57:21,409 - ice00001 - [INFO] - [E:256| 100]: Train Loss:0.0018238, Val MRR:0.39531, ice00001 +2023-05-22 13:58:15,470 - ice00001 - [INFO] - [E:103| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 13:59:01,719 - ice00001 - [INFO] - [E:256| 200]: Train Loss:0.0018244, Val MRR:0.39531, ice00001 +2023-05-22 13:59:52,822 - ice00001 - [INFO] - [E:103| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 14:00:41,748 - ice00001 - [INFO] - [E:256| 300]: Train Loss:0.0018238, Val MRR:0.39531, ice00001 +2023-05-22 14:01:29,283 - ice00001 - [INFO] - [E:103| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 14:02:20,493 - ice00001 - [INFO] - [E:256| 400]: Train Loss:0.0018244, Val MRR:0.39531, ice00001 +2023-05-22 14:03:05,628 - ice00001 - [INFO] - [E:103| 800]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 14:03:55,434 - ice00001 - [INFO] - [E:256| 500]: Train Loss:0.0018237, Val MRR:0.39531, ice00001 +2023-05-22 14:04:32,686 - ice00001 - [INFO] - [E:103| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 14:05:31,103 - ice00001 - [INFO] - [E:256| 600]: Train Loss:0.001824, Val MRR:0.39531, ice00001 +2023-05-22 14:05:41,172 - ice00001 - [INFO] - [Epoch:103]: Training Loss:0.002902 + +2023-05-22 14:05:41,489 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:06:03,935 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:06:25,902 - ice00001 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.09343, Head : 0.07, Avg : 0.08171 + +2023-05-22 14:06:25,902 - ice00001 - [INFO] - [Epoch 103]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 14:06:26,969 - ice00001 - [INFO] - [E:104| 0]: Train Loss:0.0028772, Val MRR:0.08254, ice00001 +2023-05-22 14:07:11,609 - ice00001 - [INFO] - [E:256| 700]: Train Loss:0.0018249, Val MRR:0.39531, ice00001 +2023-05-22 14:08:04,917 - ice00001 - [INFO] - [E:104| 100]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 14:08:52,575 - ice00001 - [INFO] - [E:256| 800]: Train Loss:0.0018258, Val MRR:0.39531, ice00001 +2023-05-22 14:09:43,158 - ice00001 - [INFO] - [E:104| 200]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 14:10:34,109 - ice00001 - [INFO] - [E:256| 900]: Train Loss:0.0018258, Val MRR:0.39531, ice00001 +2023-05-22 14:11:21,276 - ice00001 - [INFO] - [E:104| 300]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-22 14:11:45,432 - ice00001 - [INFO] - [Epoch:256]: Training Loss:0.001826 + +2023-05-22 14:11:45,937 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:12:09,575 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:12:32,280 - ice00001 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.41993, Head : 0.37024, Avg : 0.39509 + +2023-05-22 14:12:32,280 - ice00001 - [INFO] - [Epoch 256]: Training Loss: 0.0018261, Valid MRR: 0.39531, + + + +2023-05-22 14:12:33,060 - ice00001 - [INFO] - [E:257| 0]: Train Loss:0.0018261, Val MRR:0.39531, ice00001 +2023-05-22 14:12:50,384 - ice00001 - [INFO] - [E:104| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 14:14:04,143 - ice00001 - [INFO] - [E:257| 100]: Train Loss:0.0018213, Val MRR:0.39531, ice00001 +2023-05-22 14:14:26,661 - ice00001 - [INFO] - [E:104| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 14:15:45,024 - ice00001 - [INFO] - [E:257| 200]: Train Loss:0.001821, Val MRR:0.39531, ice00001 +2023-05-22 14:16:04,736 - ice00001 - [INFO] - [E:104| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 14:17:26,219 - ice00001 - [INFO] - [E:257| 300]: Train Loss:0.0018222, Val MRR:0.39531, ice00001 +2023-05-22 14:17:46,042 - ice00001 - [INFO] - [E:104| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 14:19:15,057 - ice00001 - [INFO] - [E:257| 400]: Train Loss:0.0018227, Val MRR:0.39531, ice00001 +2023-05-22 14:19:32,184 - ice00001 - [INFO] - [E:104| 800]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 14:20:55,830 - ice00001 - [INFO] - [E:257| 500]: Train Loss:0.0018233, Val MRR:0.39531, ice00001 +2023-05-22 14:21:10,400 - ice00001 - [INFO] - [E:104| 900]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 14:22:09,330 - ice00001 - [INFO] - [Epoch:104]: Training Loss:0.002901 + +2023-05-22 14:22:09,661 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:22:26,131 - ice00001 - [INFO] - [E:257| 600]: Train Loss:0.0018241, Val MRR:0.39531, ice00001 +2023-05-22 14:22:32,598 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:22:54,555 - ice00001 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.0954, Head : 0.06896, Avg : 0.08218 + +2023-05-22 14:22:54,556 - ice00001 - [INFO] - [Epoch 104]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 14:22:55,666 - ice00001 - [INFO] - [E:105| 0]: Train Loss:0.0029104, Val MRR:0.08254, ice00001 +2023-05-22 14:24:07,659 - ice00001 - [INFO] - [E:257| 700]: Train Loss:0.0018248, Val MRR:0.39531, ice00001 +2023-05-22 14:24:34,603 - ice00001 - [INFO] - [E:105| 100]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-22 14:25:47,799 - ice00001 - [INFO] - [E:257| 800]: Train Loss:0.0018252, Val MRR:0.39531, ice00001 +2023-05-22 14:26:12,459 - ice00001 - [INFO] - [E:105| 200]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 14:27:28,784 - ice00001 - [INFO] - [E:257| 900]: Train Loss:0.0018259, Val MRR:0.39531, ice00001 +2023-05-22 14:27:49,976 - ice00001 - [INFO] - [E:105| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 14:28:39,719 - ice00001 - [INFO] - [Epoch:257]: Training Loss:0.001826 + +2023-05-22 14:28:40,009 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:29:03,427 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:29:25,761 - ice00001 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.41922, Head : 0.3695, Avg : 0.39436 + +2023-05-22 14:29:25,761 - ice00001 - [INFO] - [Epoch 257]: Training Loss: 0.0018256, Valid MRR: 0.39531, + + + +2023-05-22 14:29:26,888 - ice00001 - [INFO] - [E:258| 0]: Train Loss:0.0017982, Val MRR:0.39531, ice00001 +2023-05-22 14:29:28,009 - ice00001 - [INFO] - [E:105| 400]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 14:30:54,675 - ice00001 - [INFO] - [E:105| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 14:30:56,932 - ice00001 - [INFO] - [E:258| 100]: Train Loss:0.001819, Val MRR:0.39531, ice00001 +2023-05-22 14:32:32,186 - ice00001 - [INFO] - [E:105| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 14:32:38,490 - ice00001 - [INFO] - [E:258| 200]: Train Loss:0.0018207, Val MRR:0.39531, ice00001 +2023-05-22 14:34:09,339 - ice00001 - [INFO] - [E:105| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 14:34:19,035 - ice00001 - [INFO] - [E:258| 300]: Train Loss:0.0018222, Val MRR:0.39531, ice00001 +2023-05-22 14:35:47,036 - ice00001 - [INFO] - [E:105| 800]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 14:36:00,565 - ice00001 - [INFO] - [E:258| 400]: Train Loss:0.0018221, Val MRR:0.39531, ice00001 +2023-05-22 14:37:24,222 - ice00001 - [INFO] - [E:105| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 14:37:41,785 - ice00001 - [INFO] - [E:258| 500]: Train Loss:0.0018232, Val MRR:0.39531, ice00001 +2023-05-22 14:38:32,691 - ice00001 - [INFO] - [Epoch:105]: Training Loss:0.002902 + +2023-05-22 14:38:32,993 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:38:55,508 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:39:15,554 - ice00001 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.09483, Head : 0.06901, Avg : 0.08192 + +2023-05-22 14:39:15,554 - ice00001 - [INFO] - [Epoch 105]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 14:39:16,169 - ice00001 - [INFO] - [E:106| 0]: Train Loss:0.0028902, Val MRR:0.08254, ice00001 +2023-05-22 14:39:19,086 - ice00001 - [INFO] - [E:258| 600]: Train Loss:0.0018234, Val MRR:0.39531, ice00001 +2023-05-22 14:40:45,874 - ice00001 - [INFO] - [E:106| 100]: Train Loss:0.0028989, Val MRR:0.08254, ice00001 +2023-05-22 14:40:53,200 - ice00001 - [INFO] - [E:258| 700]: Train Loss:0.0018235, Val MRR:0.39531, ice00001 +2023-05-22 14:42:23,049 - ice00001 - [INFO] - [E:106| 200]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 14:42:33,373 - ice00001 - [INFO] - [E:258| 800]: Train Loss:0.0018236, Val MRR:0.39531, ice00001 +2023-05-22 14:44:00,607 - ice00001 - [INFO] - [E:106| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 14:44:12,772 - ice00001 - [INFO] - [E:258| 900]: Train Loss:0.0018243, Val MRR:0.39531, ice00001 +2023-05-22 14:45:21,866 - ice00001 - [INFO] - [Epoch:258]: Training Loss:0.001825 + +2023-05-22 14:45:22,204 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:45:37,257 - ice00001 - [INFO] - [E:106| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 14:45:45,136 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:46:07,398 - ice00001 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.41933, Head : 0.36965, Avg : 0.39449 + +2023-05-22 14:46:07,398 - ice00001 - [INFO] - [Epoch 258]: Training Loss: 0.0018249, Valid MRR: 0.39531, + + + +2023-05-22 14:46:08,444 - ice00001 - [INFO] - [E:259| 0]: Train Loss:0.001814, Val MRR:0.39531, ice00001 +2023-05-22 14:47:14,294 - ice00001 - [INFO] - [E:106| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 14:47:48,268 - ice00001 - [INFO] - [E:259| 100]: Train Loss:0.001824, Val MRR:0.39531, ice00001 +2023-05-22 14:48:41,068 - ice00001 - [INFO] - [E:106| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 14:49:18,871 - ice00001 - [INFO] - [E:259| 200]: Train Loss:0.0018213, Val MRR:0.39531, ice00001 +2023-05-22 14:50:18,693 - ice00001 - [INFO] - [E:106| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 14:50:59,243 - ice00001 - [INFO] - [E:259| 300]: Train Loss:0.0018224, Val MRR:0.39531, ice00001 +2023-05-22 14:51:56,522 - ice00001 - [INFO] - [E:106| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 14:52:39,485 - ice00001 - [INFO] - [E:259| 400]: Train Loss:0.0018231, Val MRR:0.39531, ice00001 +2023-05-22 14:53:34,468 - ice00001 - [INFO] - [E:106| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 14:54:20,181 - ice00001 - [INFO] - [E:259| 500]: Train Loss:0.0018223, Val MRR:0.39531, ice00001 +2023-05-22 14:54:43,439 - ice00001 - [INFO] - [Epoch:106]: Training Loss:0.002901 + +2023-05-22 14:54:43,690 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 14:55:06,305 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 14:55:28,348 - ice00001 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.09495, Head : 0.06866, Avg : 0.0818 + +2023-05-22 14:55:28,349 - ice00001 - [INFO] - [Epoch 106]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 14:55:29,466 - ice00001 - [INFO] - [E:107| 0]: Train Loss:0.0029619, Val MRR:0.08254, ice00001 +2023-05-22 14:56:00,604 - ice00001 - [INFO] - [E:259| 600]: Train Loss:0.0018221, Val MRR:0.39531, ice00001 +2023-05-22 14:56:57,108 - ice00001 - [INFO] - [E:107| 100]: Train Loss:0.0028945, Val MRR:0.08254, ice00001 +2023-05-22 14:57:30,680 - ice00001 - [INFO] - [E:259| 700]: Train Loss:0.0018226, Val MRR:0.39531, ice00001 +2023-05-22 14:58:34,575 - ice00001 - [INFO] - [E:107| 200]: Train Loss:0.0028984, Val MRR:0.08254, ice00001 +2023-05-22 14:59:10,158 - ice00001 - [INFO] - [E:259| 800]: Train Loss:0.0018238, Val MRR:0.39531, ice00001 +2023-05-22 15:00:10,567 - ice00001 - [INFO] - [E:107| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 15:00:50,267 - ice00001 - [INFO] - [E:259| 900]: Train Loss:0.001824, Val MRR:0.39531, ice00001 +2023-05-22 15:01:47,452 - ice00001 - [INFO] - [E:107| 400]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 15:02:01,236 - ice00001 - [INFO] - [Epoch:259]: Training Loss:0.001824 + +2023-05-22 15:02:01,572 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:02:24,729 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:02:47,269 - ice00001 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.41817, Head : 0.37035, Avg : 0.39426 + MR: Tail : 294.6, Head : 316.32, Avg : 305.46 + Hit-1: Tail : 0.31072, Head : 0.26508, Avg : 0.2879 + Hit-3: Tail : 0.46875, Head : 0.41656, Avg : 0.44265 + Hit-10: Tail : 0.62326, Head : 0.57725, Avg : 0.60025 +2023-05-22 15:02:47,270 - ice00001 - [INFO] - [Epoch 259]: Training Loss: 0.0018244, Valid MRR: 0.39531, + + + +2023-05-22 15:02:48,290 - ice00001 - [INFO] - [E:260| 0]: Train Loss:0.001789, Val MRR:0.39531, ice00001 +2023-05-22 15:03:24,938 - ice00001 - [INFO] - [E:107| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 15:04:29,701 - ice00001 - [INFO] - [E:260| 100]: Train Loss:0.0018191, Val MRR:0.39531, ice00001 +2023-05-22 15:05:01,990 - ice00001 - [INFO] - [E:107| 600]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-22 15:06:00,527 - ice00001 - [INFO] - [E:260| 200]: Train Loss:0.001821, Val MRR:0.39531, ice00001 +2023-05-22 15:06:29,469 - ice00001 - [INFO] - [E:107| 700]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 15:07:42,411 - ice00001 - [INFO] - [E:260| 300]: Train Loss:0.0018214, Val MRR:0.39531, ice00001 +2023-05-22 15:08:09,163 - ice00001 - [INFO] - [E:107| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 15:09:22,785 - ice00001 - [INFO] - [E:260| 400]: Train Loss:0.0018207, Val MRR:0.39531, ice00001 +2023-05-22 15:09:46,393 - ice00001 - [INFO] - [E:107| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 15:10:54,506 - ice00001 - [INFO] - [Epoch:107]: Training Loss:0.002902 + +2023-05-22 15:10:54,848 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:11:03,057 - ice00001 - [INFO] - [E:260| 500]: Train Loss:0.0018204, Val MRR:0.39531, ice00001 +2023-05-22 15:11:17,524 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:11:39,614 - ice00001 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.0949, Head : 0.06908, Avg : 0.08199 + +2023-05-22 15:11:39,614 - ice00001 - [INFO] - [Epoch 107]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 15:11:40,705 - ice00001 - [INFO] - [E:108| 0]: Train Loss:0.0029456, Val MRR:0.08254, ice00001 +2023-05-22 15:12:42,922 - ice00001 - [INFO] - [E:260| 600]: Train Loss:0.0018211, Val MRR:0.39531, ice00001 +2023-05-22 15:13:17,540 - ice00001 - [INFO] - [E:108| 100]: Train Loss:0.0029046, Val MRR:0.08254, ice00001 +2023-05-22 15:14:14,171 - ice00001 - [INFO] - [E:260| 700]: Train Loss:0.0018223, Val MRR:0.39531, ice00001 +2023-05-22 15:14:43,944 - ice00001 - [INFO] - [E:108| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 15:15:53,731 - ice00001 - [INFO] - [E:260| 800]: Train Loss:0.0018224, Val MRR:0.39531, ice00001 +2023-05-22 15:16:21,539 - ice00001 - [INFO] - [E:108| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 15:17:34,636 - ice00001 - [INFO] - [E:260| 900]: Train Loss:0.0018228, Val MRR:0.39531, ice00001 +2023-05-22 15:17:58,895 - ice00001 - [INFO] - [E:108| 400]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 15:18:45,795 - ice00001 - [INFO] - [Epoch:260]: Training Loss:0.001823 + +2023-05-22 15:18:46,155 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:19:09,077 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:19:31,783 - ice00001 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.42006, Head : 0.37, Avg : 0.39503 + +2023-05-22 15:19:31,783 - ice00001 - [INFO] - [Epoch 260]: Training Loss: 0.0018235, Valid MRR: 0.39531, + + + +2023-05-22 15:19:32,609 - ice00001 - [INFO] - [E:261| 0]: Train Loss:0.0018006, Val MRR:0.39531, ice00001 +2023-05-22 15:19:35,801 - ice00001 - [INFO] - [E:108| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 15:21:12,844 - ice00001 - [INFO] - [E:108| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 15:21:13,177 - ice00001 - [INFO] - [E:261| 100]: Train Loss:0.0018159, Val MRR:0.39531, ice00001 +2023-05-22 15:22:48,261 - ice00001 - [INFO] - [E:108| 700]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 15:22:50,327 - ice00001 - [INFO] - [E:261| 200]: Train Loss:0.0018166, Val MRR:0.39531, ice00001 +2023-05-22 15:24:17,690 - ice00001 - [INFO] - [E:108| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 15:24:24,052 - ice00001 - [INFO] - [E:261| 300]: Train Loss:0.0018173, Val MRR:0.39531, ice00001 +2023-05-22 15:25:55,171 - ice00001 - [INFO] - [E:108| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 15:26:05,221 - ice00001 - [INFO] - [E:261| 400]: Train Loss:0.0018194, Val MRR:0.39531, ice00001 +2023-05-22 15:27:03,986 - ice00001 - [INFO] - [Epoch:108]: Training Loss:0.002902 + +2023-05-22 15:27:04,276 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:27:26,493 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:27:44,438 - ice00001 - [INFO] - [E:261| 500]: Train Loss:0.0018206, Val MRR:0.39531, ice00001 +2023-05-22 15:27:48,742 - ice00001 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.09474, Head : 0.06832, Avg : 0.08153 + +2023-05-22 15:27:48,743 - ice00001 - [INFO] - [Epoch 108]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 15:27:49,746 - ice00001 - [INFO] - [E:109| 0]: Train Loss:0.0028602, Val MRR:0.08254, ice00001 +2023-05-22 15:29:23,065 - ice00001 - [INFO] - [E:261| 600]: Train Loss:0.0018218, Val MRR:0.39531, ice00001 +2023-05-22 15:29:26,349 - ice00001 - [INFO] - [E:109| 100]: Train Loss:0.0028973, Val MRR:0.08254, ice00001 +2023-05-22 15:31:04,030 - ice00001 - [INFO] - [E:261| 700]: Train Loss:0.0018216, Val MRR:0.39531, ice00001 +2023-05-22 15:31:04,491 - ice00001 - [INFO] - [E:109| 200]: Train Loss:0.0028951, Val MRR:0.08254, ice00001 +2023-05-22 15:32:31,628 - ice00001 - [INFO] - [E:109| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 15:32:34,677 - ice00001 - [INFO] - [E:261| 800]: Train Loss:0.0018222, Val MRR:0.39531, ice00001 +2023-05-22 15:34:09,405 - ice00001 - [INFO] - [E:109| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 15:34:16,245 - ice00001 - [INFO] - [E:261| 900]: Train Loss:0.0018231, Val MRR:0.39531, ice00001 +2023-05-22 15:35:27,551 - ice00001 - [INFO] - [Epoch:261]: Training Loss:0.001823 + +2023-05-22 15:35:27,879 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:35:46,712 - ice00001 - [INFO] - [E:109| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 15:35:51,066 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:36:13,694 - ice00001 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.41962, Head : 0.36966, Avg : 0.39464 + +2023-05-22 15:36:13,695 - ice00001 - [INFO] - [Epoch 261]: Training Loss: 0.0018233, Valid MRR: 0.39531, + + + +2023-05-22 15:36:14,868 - ice00001 - [INFO] - [E:262| 0]: Train Loss:0.0018403, Val MRR:0.39531, ice00001 +2023-05-22 15:37:24,191 - ice00001 - [INFO] - [E:109| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 15:37:55,053 - ice00001 - [INFO] - [E:262| 100]: Train Loss:0.0018179, Val MRR:0.39531, ice00001 +2023-05-22 15:39:02,109 - ice00001 - [INFO] - [E:109| 700]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 15:39:34,783 - ice00001 - [INFO] - [E:262| 200]: Train Loss:0.0018184, Val MRR:0.39531, ice00001 +2023-05-22 15:40:29,711 - ice00001 - [INFO] - [E:109| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 15:41:04,480 - ice00001 - [INFO] - [E:262| 300]: Train Loss:0.0018183, Val MRR:0.39531, ice00001 +2023-05-22 15:42:06,746 - ice00001 - [INFO] - [E:109| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 15:42:43,162 - ice00001 - [INFO] - [E:262| 400]: Train Loss:0.0018195, Val MRR:0.39531, ice00001 +2023-05-22 15:43:15,033 - ice00001 - [INFO] - [Epoch:109]: Training Loss:0.002901 + +2023-05-22 15:43:15,285 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:43:37,602 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:43:59,586 - ice00001 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.09462, Head : 0.06911, Avg : 0.08186 + MR: Tail : 813.15, Head : 978.01, Avg : 895.58 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09637, Head : 0.05947, Avg : 0.07792 + Hit-10: Tail : 0.19942, Head : 0.16106, Avg : 0.18024 +2023-05-22 15:43:59,586 - ice00001 - [INFO] - [Epoch 109]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 15:44:00,717 - ice00001 - [INFO] - [E:110| 0]: Train Loss:0.0028691, Val MRR:0.08254, ice00001 +2023-05-22 15:44:22,349 - ice00001 - [INFO] - [E:262| 500]: Train Loss:0.0018195, Val MRR:0.39531, ice00001 +2023-05-22 15:45:38,280 - ice00001 - [INFO] - [E:110| 100]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 15:46:03,382 - ice00001 - [INFO] - [E:262| 600]: Train Loss:0.0018202, Val MRR:0.39531, ice00001 +2023-05-22 15:47:16,120 - ice00001 - [INFO] - [E:110| 200]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 15:47:45,085 - ice00001 - [INFO] - [E:262| 700]: Train Loss:0.0018209, Val MRR:0.39531, ice00001 +2023-05-22 15:48:50,283 - ice00001 - [INFO] - [E:110| 300]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 15:49:16,447 - ice00001 - [INFO] - [E:262| 800]: Train Loss:0.0018212, Val MRR:0.39531, ice00001 +2023-05-22 15:50:20,650 - ice00001 - [INFO] - [E:110| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 15:50:56,945 - ice00001 - [INFO] - [E:262| 900]: Train Loss:0.001822, Val MRR:0.39531, ice00001 +2023-05-22 15:51:58,203 - ice00001 - [INFO] - [E:110| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 15:52:07,306 - ice00001 - [INFO] - [Epoch:262]: Training Loss:0.001823 + +2023-05-22 15:52:07,642 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:52:30,713 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 15:52:53,165 - ice00001 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.41878, Head : 0.36886, Avg : 0.39382 + +2023-05-22 15:52:53,165 - ice00001 - [INFO] - [Epoch 262]: Training Loss: 0.0018225, Valid MRR: 0.39531, + + + +2023-05-22 15:52:54,338 - ice00001 - [INFO] - [E:263| 0]: Train Loss:0.0018849, Val MRR:0.39531, ice00001 +2023-05-22 15:53:35,665 - ice00001 - [INFO] - [E:110| 600]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 15:54:34,510 - ice00001 - [INFO] - [E:263| 100]: Train Loss:0.001821, Val MRR:0.39531, ice00001 +2023-05-22 15:55:12,599 - ice00001 - [INFO] - [E:110| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 15:56:16,619 - ice00001 - [INFO] - [E:263| 200]: Train Loss:0.0018192, Val MRR:0.39531, ice00001 +2023-05-22 15:56:52,034 - ice00001 - [INFO] - [E:110| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 15:57:46,246 - ice00001 - [INFO] - [E:263| 300]: Train Loss:0.0018179, Val MRR:0.39531, ice00001 +2023-05-22 15:58:19,156 - ice00001 - [INFO] - [E:110| 900]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 15:59:25,301 - ice00001 - [INFO] - [E:263| 400]: Train Loss:0.0018189, Val MRR:0.39531, ice00001 +2023-05-22 15:59:27,818 - ice00001 - [INFO] - [Epoch:110]: Training Loss:0.002902 + +2023-05-22 15:59:28,297 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 15:59:50,942 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:00:13,436 - ice00001 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.09543, Head : 0.06924, Avg : 0.08234 + +2023-05-22 16:00:13,436 - ice00001 - [INFO] - [Epoch 110]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 16:00:14,337 - ice00001 - [INFO] - [E:111| 0]: Train Loss:0.0028596, Val MRR:0.08254, ice00001 +2023-05-22 16:01:05,505 - ice00001 - [INFO] - [E:263| 500]: Train Loss:0.001821, Val MRR:0.39531, ice00001 +2023-05-22 16:01:52,258 - ice00001 - [INFO] - [E:111| 100]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 16:02:47,163 - ice00001 - [INFO] - [E:263| 600]: Train Loss:0.0018204, Val MRR:0.39531, ice00001 +2023-05-22 16:03:29,802 - ice00001 - [INFO] - [E:111| 200]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-22 16:04:28,647 - ice00001 - [INFO] - [E:263| 700]: Train Loss:0.0018213, Val MRR:0.39531, ice00001 +2023-05-22 16:05:07,407 - ice00001 - [INFO] - [E:111| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 16:06:10,168 - ice00001 - [INFO] - [E:263| 800]: Train Loss:0.0018212, Val MRR:0.39531, ice00001 +2023-05-22 16:06:35,353 - ice00001 - [INFO] - [E:111| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 16:07:40,767 - ice00001 - [INFO] - [E:263| 900]: Train Loss:0.0018213, Val MRR:0.39531, ice00001 +2023-05-22 16:08:12,546 - ice00001 - [INFO] - [E:111| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 16:08:51,472 - ice00001 - [INFO] - [Epoch:263]: Training Loss:0.001821 + +2023-05-22 16:08:51,727 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:09:14,626 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:09:37,370 - ice00001 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.42009, Head : 0.36805, Avg : 0.39407 + +2023-05-22 16:09:37,370 - ice00001 - [INFO] - [Epoch 263]: Training Loss: 0.0018213, Valid MRR: 0.39531, + + + +2023-05-22 16:09:38,542 - ice00001 - [INFO] - [E:264| 0]: Train Loss:0.0018006, Val MRR:0.39531, ice00001 +2023-05-22 16:09:50,672 - ice00001 - [INFO] - [E:111| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 16:11:17,177 - ice00001 - [INFO] - [E:264| 100]: Train Loss:0.0018168, Val MRR:0.39531, ice00001 +2023-05-22 16:11:27,453 - ice00001 - [INFO] - [E:111| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 16:12:56,441 - ice00001 - [INFO] - [E:264| 200]: Train Loss:0.0018172, Val MRR:0.39531, ice00001 +2023-05-22 16:13:04,252 - ice00001 - [INFO] - [E:111| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 16:14:36,944 - ice00001 - [INFO] - [E:264| 300]: Train Loss:0.0018173, Val MRR:0.39531, ice00001 +2023-05-22 16:14:42,628 - ice00001 - [INFO] - [E:111| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 16:15:41,314 - ice00001 - [INFO] - [Epoch:111]: Training Loss:0.002902 + +2023-05-22 16:15:41,586 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:16:03,951 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:16:06,858 - ice00001 - [INFO] - [E:264| 400]: Train Loss:0.0018179, Val MRR:0.39531, ice00001 +2023-05-22 16:16:26,129 - ice00001 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.0953, Head : 0.06919, Avg : 0.08224 + +2023-05-22 16:16:26,129 - ice00001 - [INFO] - [Epoch 111]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 16:16:27,249 - ice00001 - [INFO] - [E:112| 0]: Train Loss:0.0028696, Val MRR:0.08254, ice00001 +2023-05-22 16:17:46,705 - ice00001 - [INFO] - [E:264| 500]: Train Loss:0.0018188, Val MRR:0.39531, ice00001 +2023-05-22 16:18:05,351 - ice00001 - [INFO] - [E:112| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 16:19:26,470 - ice00001 - [INFO] - [E:264| 600]: Train Loss:0.0018187, Val MRR:0.39531, ice00001 +2023-05-22 16:19:43,118 - ice00001 - [INFO] - [E:112| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 16:21:06,449 - ice00001 - [INFO] - [E:264| 700]: Train Loss:0.0018196, Val MRR:0.39531, ice00001 +2023-05-22 16:21:20,286 - ice00001 - [INFO] - [E:112| 300]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 16:22:47,226 - ice00001 - [INFO] - [E:264| 800]: Train Loss:0.0018204, Val MRR:0.39531, ice00001 +2023-05-22 16:22:57,359 - ice00001 - [INFO] - [E:112| 400]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-22 16:24:17,812 - ice00001 - [INFO] - [E:264| 900]: Train Loss:0.0018201, Val MRR:0.39531, ice00001 +2023-05-22 16:24:24,352 - ice00001 - [INFO] - [E:112| 500]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 16:25:28,252 - ice00001 - [INFO] - [Epoch:264]: Training Loss:0.001821 + +2023-05-22 16:25:28,588 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:25:51,405 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:26:00,794 - ice00001 - [INFO] - [E:112| 600]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 16:26:13,673 - ice00001 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.41963, Head : 0.3701, Avg : 0.39486 + +2023-05-22 16:26:13,673 - ice00001 - [INFO] - [Epoch 264]: Training Loss: 0.001821, Valid MRR: 0.39531, + + + +2023-05-22 16:26:14,831 - ice00001 - [INFO] - [E:265| 0]: Train Loss:0.0017679, Val MRR:0.39531, ice00001 +2023-05-22 16:27:37,836 - ice00001 - [INFO] - [E:112| 700]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 16:27:54,851 - ice00001 - [INFO] - [E:265| 100]: Train Loss:0.0018161, Val MRR:0.39531, ice00001 +2023-05-22 16:29:15,692 - ice00001 - [INFO] - [E:112| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 16:29:35,463 - ice00001 - [INFO] - [E:265| 200]: Train Loss:0.0018176, Val MRR:0.39531, ice00001 +2023-05-22 16:30:53,466 - ice00001 - [INFO] - [E:112| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 16:31:15,540 - ice00001 - [INFO] - [E:265| 300]: Train Loss:0.0018185, Val MRR:0.39531, ice00001 +2023-05-22 16:32:02,041 - ice00001 - [INFO] - [Epoch:112]: Training Loss:0.002901 + +2023-05-22 16:32:02,419 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:32:22,256 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:32:35,353 - ice00001 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.09432, Head : 0.06996, Avg : 0.08214 + +2023-05-22 16:32:35,353 - ice00001 - [INFO] - [Epoch 112]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 16:32:36,078 - ice00001 - [INFO] - [E:113| 0]: Train Loss:0.0028611, Val MRR:0.08254, ice00001 +2023-05-22 16:32:45,483 - ice00001 - [INFO] - [E:265| 400]: Train Loss:0.0018184, Val MRR:0.39531, ice00001 +2023-05-22 16:34:13,329 - ice00001 - [INFO] - [E:113| 100]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 16:34:26,470 - ice00001 - [INFO] - [E:265| 500]: Train Loss:0.0018193, Val MRR:0.39531, ice00001 +2023-05-22 16:35:49,971 - ice00001 - [INFO] - [E:113| 200]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 16:36:07,000 - ice00001 - [INFO] - [E:265| 600]: Train Loss:0.0018194, Val MRR:0.39531, ice00001 +2023-05-22 16:37:26,919 - ice00001 - [INFO] - [E:113| 300]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 16:37:48,358 - ice00001 - [INFO] - [E:265| 700]: Train Loss:0.0018195, Val MRR:0.39531, ice00001 +2023-05-22 16:39:04,241 - ice00001 - [INFO] - [E:113| 400]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 16:39:29,401 - ice00001 - [INFO] - [E:265| 800]: Train Loss:0.0018196, Val MRR:0.39531, ice00001 +2023-05-22 16:40:40,664 - ice00001 - [INFO] - [E:113| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 16:41:04,092 - ice00001 - [INFO] - [E:265| 900]: Train Loss:0.00182, Val MRR:0.39531, ice00001 +2023-05-22 16:42:07,444 - ice00001 - [INFO] - [E:113| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 16:42:09,813 - ice00001 - [INFO] - [Epoch:265]: Training Loss:0.00182 + +2023-05-22 16:42:10,315 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:42:33,205 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:42:55,756 - ice00001 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.41967, Head : 0.37043, Avg : 0.39505 + +2023-05-22 16:42:55,756 - ice00001 - [INFO] - [Epoch 265]: Training Loss: 0.0018202, Valid MRR: 0.39531, + + + +2023-05-22 16:42:56,798 - ice00001 - [INFO] - [E:266| 0]: Train Loss:0.0018408, Val MRR:0.39531, ice00001 +2023-05-22 16:43:47,157 - ice00001 - [INFO] - [E:113| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 16:44:39,042 - ice00001 - [INFO] - [E:266| 100]: Train Loss:0.0018224, Val MRR:0.39531, ice00001 +2023-05-22 16:45:25,162 - ice00001 - [INFO] - [E:113| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 16:46:18,448 - ice00001 - [INFO] - [E:266| 200]: Train Loss:0.0018202, Val MRR:0.39531, ice00001 +2023-05-22 16:47:02,253 - ice00001 - [INFO] - [E:113| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 16:47:59,215 - ice00001 - [INFO] - [E:266| 300]: Train Loss:0.0018182, Val MRR:0.39531, ice00001 +2023-05-22 16:48:10,769 - ice00001 - [INFO] - [Epoch:113]: Training Loss:0.002901 + +2023-05-22 16:48:11,032 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:48:33,421 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:48:55,658 - ice00001 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.09481, Head : 0.06917, Avg : 0.08199 + +2023-05-22 16:48:55,658 - ice00001 - [INFO] - [Epoch 113]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 16:48:56,773 - ice00001 - [INFO] - [E:114| 0]: Train Loss:0.0029601, Val MRR:0.08254, ice00001 +2023-05-22 16:49:40,203 - ice00001 - [INFO] - [E:266| 400]: Train Loss:0.0018179, Val MRR:0.39531, ice00001 +2023-05-22 16:50:24,126 - ice00001 - [INFO] - [E:114| 100]: Train Loss:0.0029054, Val MRR:0.08254, ice00001 +2023-05-22 16:51:10,155 - ice00001 - [INFO] - [E:266| 500]: Train Loss:0.0018187, Val MRR:0.39531, ice00001 +2023-05-22 16:52:01,102 - ice00001 - [INFO] - [E:114| 200]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-22 16:52:49,691 - ice00001 - [INFO] - [E:266| 600]: Train Loss:0.0018179, Val MRR:0.39531, ice00001 +2023-05-22 16:53:38,239 - ice00001 - [INFO] - [E:114| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 16:54:29,479 - ice00001 - [INFO] - [E:266| 700]: Train Loss:0.0018189, Val MRR:0.39531, ice00001 +2023-05-22 16:55:14,573 - ice00001 - [INFO] - [E:114| 400]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 16:56:09,072 - ice00001 - [INFO] - [E:266| 800]: Train Loss:0.0018203, Val MRR:0.39531, ice00001 +2023-05-22 16:56:52,959 - ice00001 - [INFO] - [E:114| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 16:57:49,456 - ice00001 - [INFO] - [E:266| 900]: Train Loss:0.0018198, Val MRR:0.39531, ice00001 +2023-05-22 16:58:28,696 - ice00001 - [INFO] - [E:114| 600]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 16:58:50,949 - ice00001 - [INFO] - [Epoch:266]: Training Loss:0.00182 + +2023-05-22 16:58:51,293 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 16:59:13,999 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 16:59:36,655 - ice00001 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.41944, Head : 0.36994, Avg : 0.39469 + +2023-05-22 16:59:36,655 - ice00001 - [INFO] - [Epoch 266]: Training Loss: 0.0018199, Valid MRR: 0.39531, + + + +2023-05-22 16:59:37,759 - ice00001 - [INFO] - [E:267| 0]: Train Loss:0.001766, Val MRR:0.39531, ice00001 +2023-05-22 16:59:58,237 - ice00001 - [INFO] - [E:114| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 17:01:17,868 - ice00001 - [INFO] - [E:267| 100]: Train Loss:0.0018138, Val MRR:0.39531, ice00001 +2023-05-22 17:01:35,968 - ice00001 - [INFO] - [E:114| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 17:02:58,113 - ice00001 - [INFO] - [E:267| 200]: Train Loss:0.0018151, Val MRR:0.39531, ice00001 +2023-05-22 17:03:13,202 - ice00001 - [INFO] - [E:114| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 17:04:21,539 - ice00001 - [INFO] - [Epoch:114]: Training Loss:0.002902 + +2023-05-22 17:04:21,950 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:04:37,629 - ice00001 - [INFO] - [E:267| 300]: Train Loss:0.0018173, Val MRR:0.39531, ice00001 +2023-05-22 17:04:44,278 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:05:06,024 - ice00001 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.09498, Head : 0.06954, Avg : 0.08226 + +2023-05-22 17:05:06,024 - ice00001 - [INFO] - [Epoch 114]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 17:05:06,916 - ice00001 - [INFO] - [E:115| 0]: Train Loss:0.0028731, Val MRR:0.08254, ice00001 +2023-05-22 17:06:17,988 - ice00001 - [INFO] - [E:267| 400]: Train Loss:0.0018152, Val MRR:0.39531, ice00001 +2023-05-22 17:06:44,431 - ice00001 - [INFO] - [E:115| 100]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-22 17:07:48,488 - ice00001 - [INFO] - [E:267| 500]: Train Loss:0.001817, Val MRR:0.39531, ice00001 +2023-05-22 17:08:11,112 - ice00001 - [INFO] - [E:115| 200]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 17:09:27,867 - ice00001 - [INFO] - [E:267| 600]: Train Loss:0.0018171, Val MRR:0.39531, ice00001 +2023-05-22 17:09:47,667 - ice00001 - [INFO] - [E:115| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 17:11:08,249 - ice00001 - [INFO] - [E:267| 700]: Train Loss:0.0018177, Val MRR:0.39531, ice00001 +2023-05-22 17:11:24,603 - ice00001 - [INFO] - [E:115| 400]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 17:12:48,489 - ice00001 - [INFO] - [E:267| 800]: Train Loss:0.0018179, Val MRR:0.39531, ice00001 +2023-05-22 17:13:01,891 - ice00001 - [INFO] - [E:115| 500]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 17:14:28,278 - ice00001 - [INFO] - [E:267| 900]: Train Loss:0.0018187, Val MRR:0.39531, ice00001 +2023-05-22 17:14:38,961 - ice00001 - [INFO] - [E:115| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 17:15:39,230 - ice00001 - [INFO] - [Epoch:267]: Training Loss:0.001819 + +2023-05-22 17:15:39,733 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:15:54,857 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:16:05,210 - ice00001 - [INFO] - [E:115| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 17:16:13,375 - ice00001 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.41873, Head : 0.36761, Avg : 0.39317 + +2023-05-22 17:16:13,375 - ice00001 - [INFO] - [Epoch 267]: Training Loss: 0.0018192, Valid MRR: 0.39531, + + + +2023-05-22 17:16:14,552 - ice00001 - [INFO] - [E:268| 0]: Train Loss:0.0018432, Val MRR:0.39531, ice00001 +2023-05-22 17:17:42,839 - ice00001 - [INFO] - [E:115| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 17:17:54,414 - ice00001 - [INFO] - [E:268| 100]: Train Loss:0.0018193, Val MRR:0.39531, ice00001 +2023-05-22 17:19:20,477 - ice00001 - [INFO] - [E:115| 900]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 17:19:34,483 - ice00001 - [INFO] - [E:268| 200]: Train Loss:0.0018188, Val MRR:0.39531, ice00001 +2023-05-22 17:20:28,744 - ice00001 - [INFO] - [Epoch:115]: Training Loss:0.002902 + +2023-05-22 17:20:29,063 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:20:51,645 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:21:13,804 - ice00001 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.09307, Head : 0.06987, Avg : 0.08147 + +2023-05-22 17:21:13,804 - ice00001 - [INFO] - [Epoch 115]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 17:21:14,666 - ice00001 - [INFO] - [E:268| 300]: Train Loss:0.0018184, Val MRR:0.39531, ice00001 +2023-05-22 17:21:14,870 - ice00001 - [INFO] - [E:116| 0]: Train Loss:0.0028612, Val MRR:0.08254, ice00001 +2023-05-22 17:22:52,148 - ice00001 - [INFO] - [E:116| 100]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 17:22:54,917 - ice00001 - [INFO] - [E:268| 400]: Train Loss:0.0018184, Val MRR:0.39531, ice00001 +2023-05-22 17:24:26,743 - ice00001 - [INFO] - [E:116| 200]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 17:24:30,155 - ice00001 - [INFO] - [E:268| 500]: Train Loss:0.0018182, Val MRR:0.39531, ice00001 +2023-05-22 17:25:56,100 - ice00001 - [INFO] - [E:116| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 17:26:03,486 - ice00001 - [INFO] - [E:268| 600]: Train Loss:0.001818, Val MRR:0.39531, ice00001 +2023-05-22 17:27:33,975 - ice00001 - [INFO] - [E:116| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 17:27:43,677 - ice00001 - [INFO] - [E:268| 700]: Train Loss:0.0018183, Val MRR:0.39531, ice00001 +2023-05-22 17:29:11,904 - ice00001 - [INFO] - [E:116| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 17:29:24,352 - ice00001 - [INFO] - [E:268| 800]: Train Loss:0.0018182, Val MRR:0.39531, ice00001 +2023-05-22 17:30:49,667 - ice00001 - [INFO] - [E:116| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 17:31:04,613 - ice00001 - [INFO] - [E:268| 900]: Train Loss:0.0018183, Val MRR:0.39531, ice00001 +2023-05-22 17:32:17,634 - ice00001 - [INFO] - [Epoch:268]: Training Loss:0.001818 + +2023-05-22 17:32:17,972 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:32:28,988 - ice00001 - [INFO] - [E:116| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 17:32:40,997 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:33:03,535 - ice00001 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.42046, Head : 0.37029, Avg : 0.39537 + +2023-05-22 17:33:04,985 - ice00001 - [INFO] - [Epoch 268]: Training Loss: 0.0018185, Valid MRR: 0.39537, + + + +2023-05-22 17:33:06,315 - ice00001 - [INFO] - [E:269| 0]: Train Loss:0.0017707, Val MRR:0.39537, ice00001 +2023-05-22 17:33:56,258 - ice00001 - [INFO] - [E:116| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 17:34:36,788 - ice00001 - [INFO] - [E:269| 100]: Train Loss:0.0018133, Val MRR:0.39537, ice00001 +2023-05-22 17:35:34,101 - ice00001 - [INFO] - [E:116| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 17:36:17,372 - ice00001 - [INFO] - [E:269| 200]: Train Loss:0.0018143, Val MRR:0.39537, ice00001 +2023-05-22 17:36:42,929 - ice00001 - [INFO] - [Epoch:116]: Training Loss:0.002902 + +2023-05-22 17:36:43,285 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:37:05,947 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:37:27,669 - ice00001 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.09573, Head : 0.06881, Avg : 0.08227 + +2023-05-22 17:37:27,669 - ice00001 - [INFO] - [Epoch 116]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 17:37:28,704 - ice00001 - [INFO] - [E:117| 0]: Train Loss:0.0028868, Val MRR:0.08254, ice00001 +2023-05-22 17:37:56,069 - ice00001 - [INFO] - [E:269| 300]: Train Loss:0.0018137, Val MRR:0.39537, ice00001 +2023-05-22 17:39:06,183 - ice00001 - [INFO] - [E:117| 100]: Train Loss:0.0029055, Val MRR:0.08254, ice00001 +2023-05-22 17:39:34,797 - ice00001 - [INFO] - [E:269| 400]: Train Loss:0.001815, Val MRR:0.39537, ice00001 +2023-05-22 17:40:43,929 - ice00001 - [INFO] - [E:117| 200]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-22 17:41:15,354 - ice00001 - [INFO] - [E:269| 500]: Train Loss:0.0018147, Val MRR:0.39537, ice00001 +2023-05-22 17:42:11,248 - ice00001 - [INFO] - [E:117| 300]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-22 17:42:46,028 - ice00001 - [INFO] - [E:269| 600]: Train Loss:0.0018144, Val MRR:0.39537, ice00001 +2023-05-22 17:43:49,230 - ice00001 - [INFO] - [E:117| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 17:44:26,774 - ice00001 - [INFO] - [E:269| 700]: Train Loss:0.0018157, Val MRR:0.39537, ice00001 +2023-05-22 17:45:27,307 - ice00001 - [INFO] - [E:117| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 17:46:06,481 - ice00001 - [INFO] - [E:269| 800]: Train Loss:0.0018165, Val MRR:0.39537, ice00001 +2023-05-22 17:47:05,418 - ice00001 - [INFO] - [E:117| 600]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 17:47:46,409 - ice00001 - [INFO] - [E:269| 900]: Train Loss:0.0018167, Val MRR:0.39537, ice00001 +2023-05-22 17:48:43,604 - ice00001 - [INFO] - [E:117| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 17:48:56,592 - ice00001 - [INFO] - [Epoch:269]: Training Loss:0.001818 + +2023-05-22 17:48:56,847 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:49:19,872 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:49:42,768 - ice00001 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.42067, Head : 0.36989, Avg : 0.39528 + MR: Tail : 298.51, Head : 318.74, Avg : 308.63 + Hit-1: Tail : 0.31448, Head : 0.26241, Avg : 0.28845 + Hit-3: Tail : 0.47166, Head : 0.41886, Avg : 0.44526 + Hit-10: Tail : 0.62495, Head : 0.57823, Avg : 0.60159 +2023-05-22 17:49:42,768 - ice00001 - [INFO] - [Epoch 269]: Training Loss: 0.0018175, Valid MRR: 0.39537, + + + +2023-05-22 17:49:43,924 - ice00001 - [INFO] - [E:270| 0]: Train Loss:0.0018143, Val MRR:0.39537, ice00001 +2023-05-22 17:50:21,930 - ice00001 - [INFO] - [E:117| 800]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 17:51:14,389 - ice00001 - [INFO] - [E:270| 100]: Train Loss:0.0018134, Val MRR:0.39537, ice00001 +2023-05-22 17:51:49,055 - ice00001 - [INFO] - [E:117| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 17:52:53,149 - ice00001 - [INFO] - [E:270| 200]: Train Loss:0.0018153, Val MRR:0.39537, ice00001 +2023-05-22 17:52:56,972 - ice00001 - [INFO] - [Epoch:117]: Training Loss:0.002902 + +2023-05-22 17:52:57,223 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 17:53:19,322 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 17:53:41,280 - ice00001 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.09563, Head : 0.06864, Avg : 0.08213 + +2023-05-22 17:53:41,280 - ice00001 - [INFO] - [Epoch 117]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 17:53:42,331 - ice00001 - [INFO] - [E:118| 0]: Train Loss:0.0029078, Val MRR:0.08254, ice00001 +2023-05-22 17:54:33,722 - ice00001 - [INFO] - [E:270| 300]: Train Loss:0.0018151, Val MRR:0.39537, ice00001 +2023-05-22 17:55:19,671 - ice00001 - [INFO] - [E:118| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 17:56:15,060 - ice00001 - [INFO] - [E:270| 400]: Train Loss:0.0018154, Val MRR:0.39537, ice00001 +2023-05-22 17:56:57,530 - ice00001 - [INFO] - [E:118| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-22 17:57:56,182 - ice00001 - [INFO] - [E:270| 500]: Train Loss:0.001815, Val MRR:0.39537, ice00001 +2023-05-22 17:58:35,359 - ice00001 - [INFO] - [E:118| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 17:59:29,786 - ice00001 - [INFO] - [E:270| 600]: Train Loss:0.001816, Val MRR:0.39537, ice00001 +2023-05-22 18:00:02,839 - ice00001 - [INFO] - [E:118| 400]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 18:01:07,603 - ice00001 - [INFO] - [E:270| 700]: Train Loss:0.0018164, Val MRR:0.39537, ice00001 +2023-05-22 18:01:40,798 - ice00001 - [INFO] - [E:118| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 18:02:47,562 - ice00001 - [INFO] - [E:270| 800]: Train Loss:0.0018175, Val MRR:0.39537, ice00001 +2023-05-22 18:03:18,112 - ice00001 - [INFO] - [E:118| 600]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 18:04:27,396 - ice00001 - [INFO] - [E:270| 900]: Train Loss:0.0018172, Val MRR:0.39537, ice00001 +2023-05-22 18:04:55,552 - ice00001 - [INFO] - [E:118| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 18:05:37,779 - ice00001 - [INFO] - [Epoch:270]: Training Loss:0.001818 + +2023-05-22 18:05:38,151 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:06:00,914 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:06:23,199 - ice00001 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.41953, Head : 0.36987, Avg : 0.3947 + +2023-05-22 18:06:23,199 - ice00001 - [INFO] - [Epoch 270]: Training Loss: 0.0018178, Valid MRR: 0.39537, + + + +2023-05-22 18:06:24,204 - ice00001 - [INFO] - [E:271| 0]: Train Loss:0.0017439, Val MRR:0.39537, ice00001 +2023-05-22 18:06:32,292 - ice00001 - [INFO] - [E:118| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 18:08:00,743 - ice00001 - [INFO] - [E:271| 100]: Train Loss:0.0018111, Val MRR:0.39537, ice00001 +2023-05-22 18:08:04,218 - ice00001 - [INFO] - [E:118| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 18:09:06,474 - ice00001 - [INFO] - [Epoch:118]: Training Loss:0.002902 + +2023-05-22 18:09:06,810 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:09:28,982 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:09:33,550 - ice00001 - [INFO] - [E:271| 200]: Train Loss:0.0018103, Val MRR:0.39537, ice00001 +2023-05-22 18:09:50,856 - ice00001 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.09485, Head : 0.06919, Avg : 0.08202 + +2023-05-22 18:09:50,856 - ice00001 - [INFO] - [Epoch 118]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 18:09:51,642 - ice00001 - [INFO] - [E:119| 0]: Train Loss:0.0028946, Val MRR:0.08254, ice00001 +2023-05-22 18:11:13,909 - ice00001 - [INFO] - [E:271| 300]: Train Loss:0.0018127, Val MRR:0.39537, ice00001 +2023-05-22 18:11:29,007 - ice00001 - [INFO] - [E:119| 100]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-22 18:12:54,410 - ice00001 - [INFO] - [E:271| 400]: Train Loss:0.0018125, Val MRR:0.39537, ice00001 +2023-05-22 18:13:06,620 - ice00001 - [INFO] - [E:119| 200]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 18:14:35,035 - ice00001 - [INFO] - [E:271| 500]: Train Loss:0.0018132, Val MRR:0.39537, ice00001 +2023-05-22 18:14:44,962 - ice00001 - [INFO] - [E:119| 300]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 18:16:14,998 - ice00001 - [INFO] - [E:271| 600]: Train Loss:0.0018137, Val MRR:0.39537, ice00001 +2023-05-22 18:16:23,216 - ice00001 - [INFO] - [E:119| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 18:17:45,080 - ice00001 - [INFO] - [E:271| 700]: Train Loss:0.0018142, Val MRR:0.39537, ice00001 +2023-05-22 18:17:50,715 - ice00001 - [INFO] - [E:119| 500]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 18:19:25,653 - ice00001 - [INFO] - [E:271| 800]: Train Loss:0.0018148, Val MRR:0.39537, ice00001 +2023-05-22 18:19:28,879 - ice00001 - [INFO] - [E:119| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 18:21:07,530 - ice00001 - [INFO] - [E:271| 900]: Train Loss:0.0018155, Val MRR:0.39537, ice00001 +2023-05-22 18:21:08,201 - ice00001 - [INFO] - [E:119| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 18:22:17,119 - ice00001 - [INFO] - [Epoch:271]: Training Loss:0.001816 + +2023-05-22 18:22:17,461 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:22:40,169 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:22:44,532 - ice00001 - [INFO] - [E:119| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 18:23:02,769 - ice00001 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.41944, Head : 0.36943, Avg : 0.39443 + +2023-05-22 18:23:02,769 - ice00001 - [INFO] - [Epoch 271]: Training Loss: 0.0018165, Valid MRR: 0.39537, + + + +2023-05-22 18:23:03,817 - ice00001 - [INFO] - [E:272| 0]: Train Loss:0.0018043, Val MRR:0.39537, ice00001 +2023-05-22 18:24:22,338 - ice00001 - [INFO] - [E:119| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 18:24:43,942 - ice00001 - [INFO] - [E:272| 100]: Train Loss:0.0018122, Val MRR:0.39537, ice00001 +2023-05-22 18:25:30,843 - ice00001 - [INFO] - [Epoch:119]: Training Loss:0.002901 + +2023-05-22 18:25:31,053 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:25:44,334 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:26:04,439 - ice00001 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.09564, Head : 0.06883, Avg : 0.08223 + MR: Tail : 813.93, Head : 1009.0, Avg : 911.46 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09831, Head : 0.06142, Avg : 0.07986 + Hit-10: Tail : 0.21532, Head : 0.15463, Avg : 0.18497 +2023-05-22 18:26:04,440 - ice00001 - [INFO] - [Epoch 119]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 18:26:05,504 - ice00001 - [INFO] - [E:120| 0]: Train Loss:0.002944, Val MRR:0.08254, ice00001 +2023-05-22 18:26:14,948 - ice00001 - [INFO] - [E:272| 200]: Train Loss:0.0018114, Val MRR:0.39537, ice00001 +2023-05-22 18:27:42,353 - ice00001 - [INFO] - [E:120| 100]: Train Loss:0.0029041, Val MRR:0.08254, ice00001 +2023-05-22 18:27:55,700 - ice00001 - [INFO] - [E:272| 300]: Train Loss:0.0018127, Val MRR:0.39537, ice00001 +2023-05-22 18:29:19,591 - ice00001 - [INFO] - [E:120| 200]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-22 18:29:36,071 - ice00001 - [INFO] - [E:272| 400]: Train Loss:0.0018143, Val MRR:0.39537, ice00001 +2023-05-22 18:30:56,997 - ice00001 - [INFO] - [E:120| 300]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 18:31:17,917 - ice00001 - [INFO] - [E:272| 500]: Train Loss:0.0018143, Val MRR:0.39537, ice00001 +2023-05-22 18:32:33,991 - ice00001 - [INFO] - [E:120| 400]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-22 18:32:59,627 - ice00001 - [INFO] - [E:272| 600]: Train Loss:0.0018149, Val MRR:0.39537, ice00001 +2023-05-22 18:34:11,981 - ice00001 - [INFO] - [E:120| 500]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-22 18:34:32,225 - ice00001 - [INFO] - [E:272| 700]: Train Loss:0.0018157, Val MRR:0.39537, ice00001 +2023-05-22 18:35:38,579 - ice00001 - [INFO] - [E:120| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 18:36:10,069 - ice00001 - [INFO] - [E:272| 800]: Train Loss:0.0018154, Val MRR:0.39537, ice00001 +2023-05-22 18:37:15,663 - ice00001 - [INFO] - [E:120| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 18:37:50,148 - ice00001 - [INFO] - [E:272| 900]: Train Loss:0.001816, Val MRR:0.39537, ice00001 +2023-05-22 18:38:53,752 - ice00001 - [INFO] - [E:120| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 18:39:01,653 - ice00001 - [INFO] - [Epoch:272]: Training Loss:0.001816 + +2023-05-22 18:39:02,155 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:39:25,216 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:39:47,668 - ice00001 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.42062, Head : 0.3708, Avg : 0.39571 + +2023-05-22 18:39:48,990 - ice00001 - [INFO] - [Epoch 272]: Training Loss: 0.001816, Valid MRR: 0.39571, + + + +2023-05-22 18:39:50,148 - ice00001 - [INFO] - [E:273| 0]: Train Loss:0.0018316, Val MRR:0.39571, ice00001 +2023-05-22 18:40:32,014 - ice00001 - [INFO] - [E:120| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 18:41:31,010 - ice00001 - [INFO] - [E:273| 100]: Train Loss:0.0018138, Val MRR:0.39571, ice00001 +2023-05-22 18:41:40,398 - ice00001 - [INFO] - [Epoch:120]: Training Loss:0.002901 + +2023-05-22 18:41:40,649 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:42:03,326 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:42:25,678 - ice00001 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.09319, Head : 0.06999, Avg : 0.08159 + +2023-05-22 18:42:25,678 - ice00001 - [INFO] - [Epoch 120]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 18:42:26,790 - ice00001 - [INFO] - [E:121| 0]: Train Loss:0.0028711, Val MRR:0.08254, ice00001 +2023-05-22 18:43:06,473 - ice00001 - [INFO] - [E:273| 200]: Train Loss:0.0018143, Val MRR:0.39571, ice00001 +2023-05-22 18:43:53,529 - ice00001 - [INFO] - [E:121| 100]: Train Loss:0.0029077, Val MRR:0.08254, ice00001 +2023-05-22 18:44:42,035 - ice00001 - [INFO] - [E:273| 300]: Train Loss:0.0018148, Val MRR:0.39571, ice00001 +2023-05-22 18:45:31,238 - ice00001 - [INFO] - [E:121| 200]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-22 18:46:22,018 - ice00001 - [INFO] - [E:273| 400]: Train Loss:0.0018155, Val MRR:0.39571, ice00001 +2023-05-22 18:47:09,509 - ice00001 - [INFO] - [E:121| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 18:48:02,807 - ice00001 - [INFO] - [E:273| 500]: Train Loss:0.0018159, Val MRR:0.39571, ice00001 +2023-05-22 18:48:47,466 - ice00001 - [INFO] - [E:121| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 18:49:42,648 - ice00001 - [INFO] - [E:273| 600]: Train Loss:0.0018154, Val MRR:0.39571, ice00001 +2023-05-22 18:50:23,550 - ice00001 - [INFO] - [E:121| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 18:51:21,683 - ice00001 - [INFO] - [E:273| 700]: Train Loss:0.0018147, Val MRR:0.39571, ice00001 +2023-05-22 18:51:50,166 - ice00001 - [INFO] - [E:121| 600]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-22 18:52:52,057 - ice00001 - [INFO] - [E:273| 800]: Train Loss:0.0018147, Val MRR:0.39571, ice00001 +2023-05-22 18:53:27,486 - ice00001 - [INFO] - [E:121| 700]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 18:54:31,762 - ice00001 - [INFO] - [E:273| 900]: Train Loss:0.0018148, Val MRR:0.39571, ice00001 +2023-05-22 18:55:05,384 - ice00001 - [INFO] - [E:121| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 18:55:42,299 - ice00001 - [INFO] - [Epoch:273]: Training Loss:0.001815 + +2023-05-22 18:55:42,637 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:56:05,510 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:56:28,031 - ice00001 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.42069, Head : 0.37027, Avg : 0.39548 + +2023-05-22 18:56:28,031 - ice00001 - [INFO] - [Epoch 273]: Training Loss: 0.001815, Valid MRR: 0.39571, + + + +2023-05-22 18:56:29,194 - ice00001 - [INFO] - [E:274| 0]: Train Loss:0.0017545, Val MRR:0.39571, ice00001 +2023-05-22 18:56:43,366 - ice00001 - [INFO] - [E:121| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 18:57:52,242 - ice00001 - [INFO] - [Epoch:121]: Training Loss:0.002902 + +2023-05-22 18:57:52,607 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 18:58:08,877 - ice00001 - [INFO] - [E:274| 100]: Train Loss:0.0018143, Val MRR:0.39571, ice00001 +2023-05-22 18:58:15,496 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 18:58:38,011 - ice00001 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.09505, Head : 0.06853, Avg : 0.08179 + +2023-05-22 18:58:38,011 - ice00001 - [INFO] - [Epoch 121]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 18:58:39,141 - ice00001 - [INFO] - [E:122| 0]: Train Loss:0.0028968, Val MRR:0.08254, ice00001 +2023-05-22 18:59:49,369 - ice00001 - [INFO] - [E:274| 200]: Train Loss:0.0018094, Val MRR:0.39571, ice00001 +2023-05-22 19:00:16,879 - ice00001 - [INFO] - [E:122| 100]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 19:01:19,652 - ice00001 - [INFO] - [E:274| 300]: Train Loss:0.0018103, Val MRR:0.39571, ice00001 +2023-05-22 19:01:43,782 - ice00001 - [INFO] - [E:122| 200]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 19:03:00,067 - ice00001 - [INFO] - [E:274| 400]: Train Loss:0.00181, Val MRR:0.39571, ice00001 +2023-05-22 19:03:21,013 - ice00001 - [INFO] - [E:122| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 19:04:40,243 - ice00001 - [INFO] - [E:274| 500]: Train Loss:0.0018098, Val MRR:0.39571, ice00001 +2023-05-22 19:04:57,422 - ice00001 - [INFO] - [E:122| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 19:06:19,918 - ice00001 - [INFO] - [E:274| 600]: Train Loss:0.0018112, Val MRR:0.39571, ice00001 +2023-05-22 19:06:34,333 - ice00001 - [INFO] - [E:122| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:08:02,919 - ice00001 - [INFO] - [E:274| 700]: Train Loss:0.0018124, Val MRR:0.39571, ice00001 +2023-05-22 19:08:13,314 - ice00001 - [INFO] - [E:122| 600]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 19:09:33,328 - ice00001 - [INFO] - [E:274| 800]: Train Loss:0.0018133, Val MRR:0.39571, ice00001 +2023-05-22 19:09:40,763 - ice00001 - [INFO] - [E:122| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 19:11:13,274 - ice00001 - [INFO] - [E:274| 900]: Train Loss:0.0018142, Val MRR:0.39571, ice00001 +2023-05-22 19:11:18,370 - ice00001 - [INFO] - [E:122| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 19:12:23,948 - ice00001 - [INFO] - [Epoch:274]: Training Loss:0.001815 + +2023-05-22 19:12:24,258 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 19:12:46,989 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 19:12:56,703 - ice00001 - [INFO] - [E:122| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 19:13:09,577 - ice00001 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.42001, Head : 0.36963, Avg : 0.39482 + +2023-05-22 19:13:09,577 - ice00001 - [INFO] - [Epoch 274]: Training Loss: 0.0018145, Valid MRR: 0.39571, + + + +2023-05-22 19:13:10,702 - ice00001 - [INFO] - [E:275| 0]: Train Loss:0.0017915, Val MRR:0.39571, ice00001 +2023-05-22 19:14:05,603 - ice00001 - [INFO] - [Epoch:122]: Training Loss:0.002902 + +2023-05-22 19:14:05,854 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 19:14:28,540 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 19:14:50,929 - ice00001 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.09512, Head : 0.06927, Avg : 0.0822 + +2023-05-22 19:14:50,929 - ice00001 - [INFO] - [Epoch 122]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 19:14:51,456 - ice00001 - [INFO] - [E:275| 100]: Train Loss:0.0018052, Val MRR:0.39571, ice00001 +2023-05-22 19:14:52,058 - ice00001 - [INFO] - [E:123| 0]: Train Loss:0.0028764, Val MRR:0.08254, ice00001 +2023-05-22 19:16:29,408 - ice00001 - [INFO] - [E:123| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-22 19:16:32,844 - ice00001 - [INFO] - [E:275| 200]: Train Loss:0.0018088, Val MRR:0.39571, ice00001 +2023-05-22 19:18:02,651 - ice00001 - [INFO] - [E:123| 200]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 19:18:07,141 - ice00001 - [INFO] - [E:275| 300]: Train Loss:0.00181, Val MRR:0.39571, ice00001 +2023-05-22 19:19:33,092 - ice00001 - [INFO] - [E:123| 300]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:19:43,254 - ice00001 - [INFO] - [E:275| 400]: Train Loss:0.0018109, Val MRR:0.39571, ice00001 +2023-05-22 19:21:10,920 - ice00001 - [INFO] - [E:123| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 19:21:24,192 - ice00001 - [INFO] - [E:275| 500]: Train Loss:0.0018119, Val MRR:0.39571, ice00001 +2023-05-22 19:22:49,292 - ice00001 - [INFO] - [E:123| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 19:23:05,045 - ice00001 - [INFO] - [E:275| 600]: Train Loss:0.0018114, Val MRR:0.39571, ice00001 +2023-05-22 19:24:26,939 - ice00001 - [INFO] - [E:123| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 19:24:45,395 - ice00001 - [INFO] - [E:275| 700]: Train Loss:0.0018119, Val MRR:0.39571, ice00001 +2023-05-22 19:26:04,331 - ice00001 - [INFO] - [E:123| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 19:26:26,481 - ice00001 - [INFO] - [E:275| 800]: Train Loss:0.0018131, Val MRR:0.39571, ice00001 +2023-05-22 19:27:32,025 - ice00001 - [INFO] - [E:123| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 19:27:57,152 - ice00001 - [INFO] - [E:275| 900]: Train Loss:0.0018144, Val MRR:0.39571, ice00001 +2023-05-22 19:29:07,679 - ice00001 - [INFO] - [Epoch:275]: Training Loss:0.001815 + +2023-05-22 19:29:08,081 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 19:29:09,124 - ice00001 - [INFO] - [E:123| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:29:30,702 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 19:29:53,298 - ice00001 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.42047, Head : 0.37071, Avg : 0.39559 + +2023-05-22 19:29:53,298 - ice00001 - [INFO] - [Epoch 275]: Training Loss: 0.0018145, Valid MRR: 0.39571, + + + +2023-05-22 19:29:54,441 - ice00001 - [INFO] - [E:276| 0]: Train Loss:0.0018228, Val MRR:0.39571, ice00001 +2023-05-22 19:30:17,758 - ice00001 - [INFO] - [Epoch:123]: Training Loss:0.002902 + +2023-05-22 19:30:18,167 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 19:30:40,580 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 19:31:02,624 - ice00001 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.09223, Head : 0.06872, Avg : 0.08047 + +2023-05-22 19:31:02,624 - ice00001 - [INFO] - [Epoch 123]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 19:31:03,563 - ice00001 - [INFO] - [E:124| 0]: Train Loss:0.0028778, Val MRR:0.08254, ice00001 +2023-05-22 19:31:34,763 - ice00001 - [INFO] - [E:276| 100]: Train Loss:0.001811, Val MRR:0.39571, ice00001 +2023-05-22 19:32:40,868 - ice00001 - [INFO] - [E:124| 100]: Train Loss:0.0028964, Val MRR:0.08254, ice00001 +2023-05-22 19:33:14,670 - ice00001 - [INFO] - [E:276| 200]: Train Loss:0.0018099, Val MRR:0.39571, ice00001 +2023-05-22 19:34:17,516 - ice00001 - [INFO] - [E:124| 200]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-22 19:34:54,210 - ice00001 - [INFO] - [E:276| 300]: Train Loss:0.0018109, Val MRR:0.39571, ice00001 +2023-05-22 19:35:45,255 - ice00001 - [INFO] - [E:124| 300]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 19:36:24,785 - ice00001 - [INFO] - [E:276| 400]: Train Loss:0.0018121, Val MRR:0.39571, ice00001 +2023-05-22 19:37:22,225 - ice00001 - [INFO] - [E:124| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:38:06,051 - ice00001 - [INFO] - [E:276| 500]: Train Loss:0.0018127, Val MRR:0.39571, ice00001 +2023-05-22 19:38:59,017 - ice00001 - [INFO] - [E:124| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 19:39:47,313 - ice00001 - [INFO] - [E:276| 600]: Train Loss:0.0018126, Val MRR:0.39571, ice00001 +2023-05-22 19:40:36,009 - ice00001 - [INFO] - [E:124| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 19:41:27,889 - ice00001 - [INFO] - [E:276| 700]: Train Loss:0.0018124, Val MRR:0.39571, ice00001 +2023-05-22 19:42:13,087 - ice00001 - [INFO] - [E:124| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:43:07,736 - ice00001 - [INFO] - [E:276| 800]: Train Loss:0.0018124, Val MRR:0.39571, ice00001 +2023-05-22 19:43:50,411 - ice00001 - [INFO] - [E:124| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 19:44:38,621 - ice00001 - [INFO] - [E:276| 900]: Train Loss:0.0018129, Val MRR:0.39571, ice00001 +2023-05-22 19:45:17,071 - ice00001 - [INFO] - [E:124| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 19:45:49,591 - ice00001 - [INFO] - [Epoch:276]: Training Loss:0.001813 + +2023-05-22 19:45:49,846 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 19:46:12,824 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 19:46:25,439 - ice00001 - [INFO] - [Epoch:124]: Training Loss:0.002901 + +2023-05-22 19:46:25,812 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 19:46:35,323 - ice00001 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.42132, Head : 0.37004, Avg : 0.39568 + +2023-05-22 19:46:35,323 - ice00001 - [INFO] - [Epoch 276]: Training Loss: 0.0018132, Valid MRR: 0.39571, + + + +2023-05-22 19:46:36,432 - ice00001 - [INFO] - [E:277| 0]: Train Loss:0.0018202, Val MRR:0.39571, ice00001 +2023-05-22 19:46:48,172 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 19:47:10,183 - ice00001 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.09542, Head : 0.06903, Avg : 0.08222 + +2023-05-22 19:47:10,183 - ice00001 - [INFO] - [Epoch 124]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 19:47:11,358 - ice00001 - [INFO] - [E:125| 0]: Train Loss:0.0028904, Val MRR:0.08254, ice00001 +2023-05-22 19:48:15,320 - ice00001 - [INFO] - [E:277| 100]: Train Loss:0.0018124, Val MRR:0.39571, ice00001 +2023-05-22 19:48:47,155 - ice00001 - [INFO] - [E:125| 100]: Train Loss:0.0029074, Val MRR:0.08254, ice00001 +2023-05-22 19:49:55,808 - ice00001 - [INFO] - [E:277| 200]: Train Loss:0.0018119, Val MRR:0.39571, ice00001 +2023-05-22 19:50:23,902 - ice00001 - [INFO] - [E:125| 200]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-22 19:51:36,085 - ice00001 - [INFO] - [E:277| 300]: Train Loss:0.0018115, Val MRR:0.39571, ice00001 +2023-05-22 19:52:01,308 - ice00001 - [INFO] - [E:125| 300]: Train Loss:0.0029051, Val MRR:0.08254, ice00001 +2023-05-22 19:53:06,876 - ice00001 - [INFO] - [E:277| 400]: Train Loss:0.0018104, Val MRR:0.39571, ice00001 +2023-05-22 19:53:28,503 - ice00001 - [INFO] - [E:125| 400]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-22 19:54:46,987 - ice00001 - [INFO] - [E:277| 500]: Train Loss:0.0018112, Val MRR:0.39571, ice00001 +2023-05-22 19:55:06,020 - ice00001 - [INFO] - [E:125| 500]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-22 19:56:30,684 - ice00001 - [INFO] - [E:277| 600]: Train Loss:0.0018117, Val MRR:0.39571, ice00001 +2023-05-22 19:56:45,453 - ice00001 - [INFO] - [E:125| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 19:58:11,696 - ice00001 - [INFO] - [E:277| 700]: Train Loss:0.0018126, Val MRR:0.39571, ice00001 +2023-05-22 19:58:23,377 - ice00001 - [INFO] - [E:125| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 19:59:53,122 - ice00001 - [INFO] - [E:277| 800]: Train Loss:0.0018127, Val MRR:0.39571, ice00001 +2023-05-22 20:00:00,859 - ice00001 - [INFO] - [E:125| 800]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 20:01:31,859 - ice00001 - [INFO] - [E:277| 900]: Train Loss:0.0018128, Val MRR:0.39571, ice00001 +2023-05-22 20:01:34,358 - ice00001 - [INFO] - [E:125| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 20:02:33,492 - ice00001 - [INFO] - [Epoch:277]: Training Loss:0.001813 + +2023-05-22 20:02:33,981 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:02:35,651 - ice00001 - [INFO] - [Epoch:125]: Training Loss:0.002901 + +2023-05-22 20:02:35,982 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:02:56,215 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:02:58,112 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:03:18,108 - ice00001 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.42144, Head : 0.37022, Avg : 0.39583 + +2023-05-22 20:03:19,666 - ice00001 - [INFO] - [Epoch 277]: Training Loss: 0.0018132, Valid MRR: 0.39583, + + + +2023-05-22 20:03:20,244 - ice00001 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.09404, Head : 0.06903, Avg : 0.08153 + +2023-05-22 20:03:20,244 - ice00001 - [INFO] - [Epoch 125]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 20:03:20,821 - ice00001 - [INFO] - [E:278| 0]: Train Loss:0.0017443, Val MRR:0.39583, ice00001 +2023-05-22 20:03:21,359 - ice00001 - [INFO] - [E:126| 0]: Train Loss:0.0028769, Val MRR:0.08254, ice00001 +2023-05-22 20:04:58,363 - ice00001 - [INFO] - [E:126| 100]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 20:05:01,680 - ice00001 - [INFO] - [E:278| 100]: Train Loss:0.0018086, Val MRR:0.39583, ice00001 +2023-05-22 20:06:35,714 - ice00001 - [INFO] - [E:126| 200]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-22 20:06:42,165 - ice00001 - [INFO] - [E:278| 200]: Train Loss:0.0018118, Val MRR:0.39583, ice00001 +2023-05-22 20:08:13,302 - ice00001 - [INFO] - [E:126| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 20:08:23,110 - ice00001 - [INFO] - [E:278| 300]: Train Loss:0.0018108, Val MRR:0.39583, ice00001 +2023-05-22 20:09:51,020 - ice00001 - [INFO] - [E:126| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 20:10:04,247 - ice00001 - [INFO] - [E:278| 400]: Train Loss:0.0018124, Val MRR:0.39583, ice00001 +2023-05-22 20:11:18,921 - ice00001 - [INFO] - [E:126| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 20:11:34,525 - ice00001 - [INFO] - [E:278| 500]: Train Loss:0.0018125, Val MRR:0.39583, ice00001 +2023-05-22 20:12:56,567 - ice00001 - [INFO] - [E:126| 600]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 20:13:14,630 - ice00001 - [INFO] - [E:278| 600]: Train Loss:0.0018129, Val MRR:0.39583, ice00001 +2023-05-22 20:14:34,128 - ice00001 - [INFO] - [E:126| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 20:14:54,379 - ice00001 - [INFO] - [E:278| 700]: Train Loss:0.0018123, Val MRR:0.39583, ice00001 +2023-05-22 20:16:11,370 - ice00001 - [INFO] - [E:126| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 20:16:33,506 - ice00001 - [INFO] - [E:278| 800]: Train Loss:0.0018127, Val MRR:0.39583, ice00001 +2023-05-22 20:17:48,065 - ice00001 - [INFO] - [E:126| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 20:18:13,905 - ice00001 - [INFO] - [E:278| 900]: Train Loss:0.0018125, Val MRR:0.39583, ice00001 +2023-05-22 20:18:53,738 - ice00001 - [INFO] - [Epoch:126]: Training Loss:0.002901 + +2023-05-22 20:18:53,955 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:19:08,411 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:19:14,170 - ice00001 - [INFO] - [Epoch:278]: Training Loss:0.001813 + +2023-05-22 20:19:14,556 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:19:30,437 - ice00001 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.0951, Head : 0.06876, Avg : 0.08193 + +2023-05-22 20:19:30,437 - ice00001 - [INFO] - [Epoch 126]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 20:19:31,542 - ice00001 - [INFO] - [E:127| 0]: Train Loss:0.0029062, Val MRR:0.08254, ice00001 +2023-05-22 20:19:37,566 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:20:00,437 - ice00001 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.42072, Head : 0.36995, Avg : 0.39533 + +2023-05-22 20:20:00,438 - ice00001 - [INFO] - [Epoch 278]: Training Loss: 0.0018126, Valid MRR: 0.39583, + + + +2023-05-22 20:20:01,411 - ice00001 - [INFO] - [E:279| 0]: Train Loss:0.0018187, Val MRR:0.39583, ice00001 +2023-05-22 20:21:09,053 - ice00001 - [INFO] - [E:127| 100]: Train Loss:0.0028953, Val MRR:0.08254, ice00001 +2023-05-22 20:21:41,721 - ice00001 - [INFO] - [E:279| 100]: Train Loss:0.0018105, Val MRR:0.39583, ice00001 +2023-05-22 20:22:46,450 - ice00001 - [INFO] - [E:127| 200]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-22 20:23:21,697 - ice00001 - [INFO] - [E:279| 200]: Train Loss:0.0018092, Val MRR:0.39583, ice00001 +2023-05-22 20:24:23,939 - ice00001 - [INFO] - [E:127| 300]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-22 20:25:03,249 - ice00001 - [INFO] - [E:279| 300]: Train Loss:0.0018086, Val MRR:0.39583, ice00001 +2023-05-22 20:26:01,171 - ice00001 - [INFO] - [E:127| 400]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-22 20:26:44,257 - ice00001 - [INFO] - [E:279| 400]: Train Loss:0.001809, Val MRR:0.39583, ice00001 +2023-05-22 20:27:36,562 - ice00001 - [INFO] - [E:127| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-22 20:28:15,595 - ice00001 - [INFO] - [E:279| 500]: Train Loss:0.0018095, Val MRR:0.39583, ice00001 +2023-05-22 20:29:06,177 - ice00001 - [INFO] - [E:127| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 20:29:55,319 - ice00001 - [INFO] - [E:279| 600]: Train Loss:0.0018092, Val MRR:0.39583, ice00001 +2023-05-22 20:30:43,055 - ice00001 - [INFO] - [E:127| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 20:31:34,153 - ice00001 - [INFO] - [E:279| 700]: Train Loss:0.00181, Val MRR:0.39583, ice00001 +2023-05-22 20:32:19,494 - ice00001 - [INFO] - [E:127| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 20:33:13,732 - ice00001 - [INFO] - [E:279| 800]: Train Loss:0.0018101, Val MRR:0.39583, ice00001 +2023-05-22 20:33:57,139 - ice00001 - [INFO] - [E:127| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 20:34:53,543 - ice00001 - [INFO] - [E:279| 900]: Train Loss:0.0018107, Val MRR:0.39583, ice00001 +2023-05-22 20:35:06,146 - ice00001 - [INFO] - [Epoch:127]: Training Loss:0.002902 + +2023-05-22 20:35:06,503 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:35:29,088 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:35:51,194 - ice00001 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.09451, Head : 0.06968, Avg : 0.08209 + +2023-05-22 20:35:51,194 - ice00001 - [INFO] - [Epoch 127]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 20:35:52,091 - ice00001 - [INFO] - [E:128| 0]: Train Loss:0.0029299, Val MRR:0.08254, ice00001 +2023-05-22 20:36:03,525 - ice00001 - [INFO] - [Epoch:279]: Training Loss:0.001811 + +2023-05-22 20:36:03,849 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:36:20,710 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:36:37,636 - ice00001 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.41947, Head : 0.3709, Avg : 0.39519 + MR: Tail : 304.27, Head : 322.34, Avg : 313.3 + Hit-1: Tail : 0.31205, Head : 0.26593, Avg : 0.28899 + Hit-3: Tail : 0.47275, Head : 0.41692, Avg : 0.44484 + Hit-10: Tail : 0.62326, Head : 0.57895, Avg : 0.6011 +2023-05-22 20:36:37,636 - ice00001 - [INFO] - [Epoch 279]: Training Loss: 0.0018112, Valid MRR: 0.39583, + + + +2023-05-22 20:36:38,752 - ice00001 - [INFO] - [E:280| 0]: Train Loss:0.0018243, Val MRR:0.39583, ice00001 +2023-05-22 20:37:19,094 - ice00001 - [INFO] - [E:128| 100]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 20:38:19,982 - ice00001 - [INFO] - [E:280| 100]: Train Loss:0.001803, Val MRR:0.39583, ice00001 +2023-05-22 20:38:56,216 - ice00001 - [INFO] - [E:128| 200]: Train Loss:0.0029051, Val MRR:0.08254, ice00001 +2023-05-22 20:40:01,542 - ice00001 - [INFO] - [E:280| 200]: Train Loss:0.0018064, Val MRR:0.39583, ice00001 +2023-05-22 20:40:33,202 - ice00001 - [INFO] - [E:128| 300]: Train Loss:0.0029043, Val MRR:0.08254, ice00001 +2023-05-22 20:41:42,784 - ice00001 - [INFO] - [E:280| 300]: Train Loss:0.0018075, Val MRR:0.39583, ice00001 +2023-05-22 20:42:10,455 - ice00001 - [INFO] - [E:128| 400]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 20:43:24,174 - ice00001 - [INFO] - [E:280| 400]: Train Loss:0.0018071, Val MRR:0.39583, ice00001 +2023-05-22 20:43:47,777 - ice00001 - [INFO] - [E:128| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 20:45:05,823 - ice00001 - [INFO] - [E:280| 500]: Train Loss:0.0018083, Val MRR:0.39583, ice00001 +2023-05-22 20:45:18,352 - ice00001 - [INFO] - [E:128| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 20:46:35,740 - ice00001 - [INFO] - [E:280| 600]: Train Loss:0.0018083, Val MRR:0.39583, ice00001 +2023-05-22 20:46:52,641 - ice00001 - [INFO] - [E:128| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 20:48:16,804 - ice00001 - [INFO] - [E:280| 700]: Train Loss:0.0018091, Val MRR:0.39583, ice00001 +2023-05-22 20:48:30,238 - ice00001 - [INFO] - [E:128| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 20:49:57,276 - ice00001 - [INFO] - [E:280| 800]: Train Loss:0.0018097, Val MRR:0.39583, ice00001 +2023-05-22 20:50:07,480 - ice00001 - [INFO] - [E:128| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 20:51:15,568 - ice00001 - [INFO] - [Epoch:128]: Training Loss:0.002901 + +2023-05-22 20:51:16,029 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:51:38,238 - ice00001 - [INFO] - [E:280| 900]: Train Loss:0.0018102, Val MRR:0.39583, ice00001 +2023-05-22 20:51:38,701 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:52:00,800 - ice00001 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.09305, Head : 0.06394, Avg : 0.07849 + +2023-05-22 20:52:00,800 - ice00001 - [INFO] - [Epoch 128]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 20:52:01,754 - ice00001 - [INFO] - [E:129| 0]: Train Loss:0.0028908, Val MRR:0.08254, ice00001 +2023-05-22 20:52:49,483 - ice00001 - [INFO] - [Epoch:280]: Training Loss:0.001811 + +2023-05-22 20:52:49,819 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 20:53:12,948 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 20:53:35,776 - ice00001 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.42158, Head : 0.37216, Avg : 0.39687 + +2023-05-22 20:53:37,347 - ice00001 - [INFO] - [Epoch 280]: Training Loss: 0.001811, Valid MRR: 0.39687, + + + +2023-05-22 20:53:38,511 - ice00001 - [INFO] - [E:281| 0]: Train Loss:0.0018482, Val MRR:0.39687, ice00001 +2023-05-22 20:53:38,909 - ice00001 - [INFO] - [E:129| 100]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 20:55:06,820 - ice00001 - [INFO] - [E:129| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 20:55:08,881 - ice00001 - [INFO] - [E:281| 100]: Train Loss:0.0018093, Val MRR:0.39687, ice00001 +2023-05-22 20:56:44,885 - ice00001 - [INFO] - [E:129| 300]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 20:56:49,072 - ice00001 - [INFO] - [E:281| 200]: Train Loss:0.0018071, Val MRR:0.39687, ice00001 +2023-05-22 20:58:22,740 - ice00001 - [INFO] - [E:129| 400]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-22 20:58:29,108 - ice00001 - [INFO] - [E:281| 300]: Train Loss:0.0018064, Val MRR:0.39687, ice00001 +2023-05-22 20:59:59,359 - ice00001 - [INFO] - [E:129| 500]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-22 21:00:07,913 - ice00001 - [INFO] - [E:281| 400]: Train Loss:0.0018074, Val MRR:0.39687, ice00001 +2023-05-22 21:01:36,507 - ice00001 - [INFO] - [E:129| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 21:01:47,190 - ice00001 - [INFO] - [E:281| 500]: Train Loss:0.0018074, Val MRR:0.39687, ice00001 +2023-05-22 21:03:03,356 - ice00001 - [INFO] - [E:129| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:03:17,292 - ice00001 - [INFO] - [E:281| 600]: Train Loss:0.0018086, Val MRR:0.39687, ice00001 +2023-05-22 21:04:40,479 - ice00001 - [INFO] - [E:129| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 21:04:57,987 - ice00001 - [INFO] - [E:281| 700]: Train Loss:0.0018097, Val MRR:0.39687, ice00001 +2023-05-22 21:06:17,116 - ice00001 - [INFO] - [E:129| 900]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 21:06:38,176 - ice00001 - [INFO] - [E:281| 800]: Train Loss:0.0018097, Val MRR:0.39687, ice00001 +2023-05-22 21:07:25,077 - ice00001 - [INFO] - [Epoch:129]: Training Loss:0.002902 + +2023-05-22 21:07:25,412 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:07:47,998 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:08:09,923 - ice00001 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.09274, Head : 0.06949, Avg : 0.08112 + MR: Tail : 756.82, Head : 920.39, Avg : 838.61 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.08181, Head : 0.06506, Avg : 0.07343 + Hit-10: Tail : 0.2101, Head : 0.15305, Avg : 0.18158 +2023-05-22 21:08:09,923 - ice00001 - [INFO] - [Epoch 129]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 21:08:10,991 - ice00001 - [INFO] - [E:130| 0]: Train Loss:0.0028711, Val MRR:0.08254, ice00001 +2023-05-22 21:08:18,701 - ice00001 - [INFO] - [E:281| 900]: Train Loss:0.0018099, Val MRR:0.39687, ice00001 +2023-05-22 21:09:29,578 - ice00001 - [INFO] - [Epoch:281]: Training Loss:0.00181 + +2023-05-22 21:09:30,086 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:09:47,674 - ice00001 - [INFO] - [E:130| 100]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 21:09:52,907 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:10:15,359 - ice00001 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.42101, Head : 0.37065, Avg : 0.39583 + +2023-05-22 21:10:15,359 - ice00001 - [INFO] - [Epoch 281]: Training Loss: 0.0018103, Valid MRR: 0.39687, + + + +2023-05-22 21:10:16,511 - ice00001 - [INFO] - [E:282| 0]: Train Loss:0.0018235, Val MRR:0.39687, ice00001 +2023-05-22 21:11:17,606 - ice00001 - [INFO] - [E:130| 200]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-22 21:11:46,830 - ice00001 - [INFO] - [E:282| 100]: Train Loss:0.0018074, Val MRR:0.39687, ice00001 +2023-05-22 21:12:51,512 - ice00001 - [INFO] - [E:130| 300]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-22 21:13:27,334 - ice00001 - [INFO] - [E:282| 200]: Train Loss:0.0018046, Val MRR:0.39687, ice00001 +2023-05-22 21:14:28,038 - ice00001 - [INFO] - [E:130| 400]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-22 21:15:06,333 - ice00001 - [INFO] - [E:282| 300]: Train Loss:0.0018066, Val MRR:0.39687, ice00001 +2023-05-22 21:16:04,052 - ice00001 - [INFO] - [E:130| 500]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:16:46,740 - ice00001 - [INFO] - [E:282| 400]: Train Loss:0.0018074, Val MRR:0.39687, ice00001 +2023-05-22 21:17:41,912 - ice00001 - [INFO] - [E:130| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 21:18:26,943 - ice00001 - [INFO] - [E:282| 500]: Train Loss:0.0018082, Val MRR:0.39687, ice00001 +2023-05-22 21:19:19,154 - ice00001 - [INFO] - [E:130| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 21:19:58,644 - ice00001 - [INFO] - [E:282| 600]: Train Loss:0.0018088, Val MRR:0.39687, ice00001 +2023-05-22 21:20:46,419 - ice00001 - [INFO] - [E:130| 800]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-22 21:21:37,953 - ice00001 - [INFO] - [E:282| 700]: Train Loss:0.0018088, Val MRR:0.39687, ice00001 +2023-05-22 21:22:23,449 - ice00001 - [INFO] - [E:130| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:23:19,024 - ice00001 - [INFO] - [E:282| 800]: Train Loss:0.0018093, Val MRR:0.39687, ice00001 +2023-05-22 21:23:32,065 - ice00001 - [INFO] - [Epoch:130]: Training Loss:0.002901 + +2023-05-22 21:23:32,392 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:23:55,214 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:24:17,355 - ice00001 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.09421, Head : 0.06901, Avg : 0.08161 + +2023-05-22 21:24:17,356 - ice00001 - [INFO] - [Epoch 130]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 21:24:18,561 - ice00001 - [INFO] - [E:131| 0]: Train Loss:0.0028511, Val MRR:0.08254, ice00001 +2023-05-22 21:24:59,695 - ice00001 - [INFO] - [E:282| 900]: Train Loss:0.0018094, Val MRR:0.39687, ice00001 +2023-05-22 21:25:55,690 - ice00001 - [INFO] - [E:131| 100]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-22 21:26:10,396 - ice00001 - [INFO] - [Epoch:282]: Training Loss:0.00181 + +2023-05-22 21:26:10,890 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:26:33,867 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:26:56,650 - ice00001 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.42062, Head : 0.37123, Avg : 0.39593 + +2023-05-22 21:26:56,650 - ice00001 - [INFO] - [Epoch 282]: Training Loss: 0.0018098, Valid MRR: 0.39687, + + + +2023-05-22 21:26:57,712 - ice00001 - [INFO] - [E:283| 0]: Train Loss:0.0018358, Val MRR:0.39687, ice00001 +2023-05-22 21:27:33,151 - ice00001 - [INFO] - [E:131| 200]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-22 21:28:34,901 - ice00001 - [INFO] - [E:283| 100]: Train Loss:0.0018058, Val MRR:0.39687, ice00001 +2023-05-22 21:28:59,357 - ice00001 - [INFO] - [E:131| 300]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 21:30:06,365 - ice00001 - [INFO] - [E:283| 200]: Train Loss:0.001806, Val MRR:0.39687, ice00001 +2023-05-22 21:30:36,217 - ice00001 - [INFO] - [E:131| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 21:31:46,680 - ice00001 - [INFO] - [E:283| 300]: Train Loss:0.0018062, Val MRR:0.39687, ice00001 +2023-05-22 21:32:14,169 - ice00001 - [INFO] - [E:131| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 21:33:29,704 - ice00001 - [INFO] - [E:283| 400]: Train Loss:0.0018069, Val MRR:0.39687, ice00001 +2023-05-22 21:33:53,725 - ice00001 - [INFO] - [E:131| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 21:35:10,127 - ice00001 - [INFO] - [E:283| 500]: Train Loss:0.0018069, Val MRR:0.39687, ice00001 +2023-05-22 21:35:31,039 - ice00001 - [INFO] - [E:131| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-22 21:36:50,526 - ice00001 - [INFO] - [E:283| 600]: Train Loss:0.0018075, Val MRR:0.39687, ice00001 +2023-05-22 21:37:08,118 - ice00001 - [INFO] - [E:131| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:38:21,063 - ice00001 - [INFO] - [E:283| 700]: Train Loss:0.0018083, Val MRR:0.39687, ice00001 +2023-05-22 21:38:35,784 - ice00001 - [INFO] - [E:131| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 21:39:44,020 - ice00001 - [INFO] - [Epoch:131]: Training Loss:0.002901 + +2023-05-22 21:39:44,468 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:40:01,620 - ice00001 - [INFO] - [E:283| 800]: Train Loss:0.0018085, Val MRR:0.39687, ice00001 +2023-05-22 21:40:06,908 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:40:29,031 - ice00001 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.09425, Head : 0.06868, Avg : 0.08146 + +2023-05-22 21:40:29,031 - ice00001 - [INFO] - [Epoch 131]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 21:40:29,793 - ice00001 - [INFO] - [E:132| 0]: Train Loss:0.0028842, Val MRR:0.08254, ice00001 +2023-05-22 21:41:41,750 - ice00001 - [INFO] - [E:283| 900]: Train Loss:0.0018092, Val MRR:0.39687, ice00001 +2023-05-22 21:42:08,116 - ice00001 - [INFO] - [E:132| 100]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 21:42:51,883 - ice00001 - [INFO] - [Epoch:283]: Training Loss:0.001809 + +2023-05-22 21:42:52,337 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:43:14,629 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:43:36,783 - ice00001 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.42215, Head : 0.37177, Avg : 0.39696 + +2023-05-22 21:43:38,329 - ice00001 - [INFO] - [Epoch 283]: Training Loss: 0.0018094, Valid MRR: 0.39696, + + + +2023-05-22 21:43:39,210 - ice00001 - [INFO] - [E:284| 0]: Train Loss:0.0018147, Val MRR:0.39696, ice00001 +2023-05-22 21:43:44,929 - ice00001 - [INFO] - [E:132| 200]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-22 21:45:19,182 - ice00001 - [INFO] - [E:284| 100]: Train Loss:0.0018067, Val MRR:0.39696, ice00001 +2023-05-22 21:45:22,049 - ice00001 - [INFO] - [E:132| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-22 21:46:49,179 - ice00001 - [INFO] - [E:132| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 21:46:49,203 - ice00001 - [INFO] - [E:284| 200]: Train Loss:0.0018073, Val MRR:0.39696, ice00001 +2023-05-22 21:48:26,620 - ice00001 - [INFO] - [E:132| 500]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 21:48:29,486 - ice00001 - [INFO] - [E:284| 300]: Train Loss:0.0018064, Val MRR:0.39696, ice00001 +2023-05-22 21:50:03,872 - ice00001 - [INFO] - [E:132| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 21:50:09,307 - ice00001 - [INFO] - [E:284| 400]: Train Loss:0.001807, Val MRR:0.39696, ice00001 +2023-05-22 21:51:41,077 - ice00001 - [INFO] - [E:132| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 21:51:50,467 - ice00001 - [INFO] - [E:284| 500]: Train Loss:0.0018073, Val MRR:0.39696, ice00001 +2023-05-22 21:53:18,390 - ice00001 - [INFO] - [E:132| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 21:53:30,904 - ice00001 - [INFO] - [E:284| 600]: Train Loss:0.0018077, Val MRR:0.39696, ice00001 +2023-05-22 21:54:50,126 - ice00001 - [INFO] - [E:132| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 21:55:00,888 - ice00001 - [INFO] - [E:284| 700]: Train Loss:0.0018074, Val MRR:0.39696, ice00001 +2023-05-22 21:55:54,144 - ice00001 - [INFO] - [Epoch:132]: Training Loss:0.002901 + +2023-05-22 21:55:54,522 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:56:16,985 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 21:56:39,166 - ice00001 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.09554, Head : 0.06916, Avg : 0.08235 + +2023-05-22 21:56:39,166 - ice00001 - [INFO] - [Epoch 132]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 21:56:39,961 - ice00001 - [INFO] - [E:133| 0]: Train Loss:0.0028536, Val MRR:0.08254, ice00001 +2023-05-22 21:56:40,860 - ice00001 - [INFO] - [E:284| 800]: Train Loss:0.0018077, Val MRR:0.39696, ice00001 +2023-05-22 21:58:16,147 - ice00001 - [INFO] - [E:133| 100]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 21:58:20,375 - ice00001 - [INFO] - [E:284| 900]: Train Loss:0.0018086, Val MRR:0.39696, ice00001 +2023-05-22 21:59:31,329 - ice00001 - [INFO] - [Epoch:284]: Training Loss:0.001809 + +2023-05-22 21:59:31,664 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 21:59:53,100 - ice00001 - [INFO] - [E:133| 200]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 21:59:54,720 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:00:17,634 - ice00001 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.42124, Head : 0.37193, Avg : 0.39658 + +2023-05-22 22:00:17,635 - ice00001 - [INFO] - [Epoch 284]: Training Loss: 0.0018088, Valid MRR: 0.39696, + + + +2023-05-22 22:00:18,546 - ice00001 - [INFO] - [E:285| 0]: Train Loss:0.0018239, Val MRR:0.39696, ice00001 +2023-05-22 22:01:30,433 - ice00001 - [INFO] - [E:133| 300]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-22 22:02:00,247 - ice00001 - [INFO] - [E:285| 100]: Train Loss:0.0018061, Val MRR:0.39696, ice00001 +2023-05-22 22:03:08,192 - ice00001 - [INFO] - [E:133| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-22 22:03:32,192 - ice00001 - [INFO] - [E:285| 200]: Train Loss:0.0018061, Val MRR:0.39696, ice00001 +2023-05-22 22:04:35,657 - ice00001 - [INFO] - [E:133| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 22:05:12,260 - ice00001 - [INFO] - [E:285| 300]: Train Loss:0.0018052, Val MRR:0.39696, ice00001 +2023-05-22 22:06:13,760 - ice00001 - [INFO] - [E:133| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 22:06:52,561 - ice00001 - [INFO] - [E:285| 400]: Train Loss:0.001805, Val MRR:0.39696, ice00001 +2023-05-22 22:07:51,402 - ice00001 - [INFO] - [E:133| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:08:32,443 - ice00001 - [INFO] - [E:285| 500]: Train Loss:0.0018051, Val MRR:0.39696, ice00001 +2023-05-22 22:09:29,000 - ice00001 - [INFO] - [E:133| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 22:10:12,643 - ice00001 - [INFO] - [E:285| 600]: Train Loss:0.0018059, Val MRR:0.39696, ice00001 +2023-05-22 22:11:06,803 - ice00001 - [INFO] - [E:133| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 22:11:53,090 - ice00001 - [INFO] - [E:285| 700]: Train Loss:0.0018068, Val MRR:0.39696, ice00001 +2023-05-22 22:12:08,983 - ice00001 - [INFO] - [Epoch:133]: Training Loss:0.002901 + +2023-05-22 22:12:09,192 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 22:12:26,017 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:12:47,828 - ice00001 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.09406, Head : 0.06995, Avg : 0.08201 + +2023-05-22 22:12:47,828 - ice00001 - [INFO] - [Epoch 133]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-22 22:12:48,764 - ice00001 - [INFO] - [E:134| 0]: Train Loss:0.0029431, Val MRR:0.08254, ice00001 +2023-05-22 22:13:23,133 - ice00001 - [INFO] - [E:285| 800]: Train Loss:0.0018075, Val MRR:0.39696, ice00001 +2023-05-22 22:14:25,913 - ice00001 - [INFO] - [E:134| 100]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-22 22:15:02,968 - ice00001 - [INFO] - [E:285| 900]: Train Loss:0.001808, Val MRR:0.39696, ice00001 +2023-05-22 22:16:03,593 - ice00001 - [INFO] - [E:134| 200]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 22:16:13,354 - ice00001 - [INFO] - [Epoch:285]: Training Loss:0.001808 + +2023-05-22 22:16:13,664 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 22:16:36,463 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:16:59,006 - ice00001 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.42101, Head : 0.37102, Avg : 0.39601 + +2023-05-22 22:16:59,007 - ice00001 - [INFO] - [Epoch 285]: Training Loss: 0.0018083, Valid MRR: 0.39696, + + + +2023-05-22 22:17:00,067 - ice00001 - [INFO] - [E:286| 0]: Train Loss:0.0017664, Val MRR:0.39696, ice00001 +2023-05-22 22:17:41,468 - ice00001 - [INFO] - [E:134| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 22:18:39,667 - ice00001 - [INFO] - [E:286| 100]: Train Loss:0.0018023, Val MRR:0.39696, ice00001 +2023-05-22 22:19:19,036 - ice00001 - [INFO] - [E:134| 400]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:20:21,244 - ice00001 - [INFO] - [E:286| 200]: Train Loss:0.0018014, Val MRR:0.39696, ice00001 +2023-05-22 22:20:55,963 - ice00001 - [INFO] - [E:134| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 22:21:53,403 - ice00001 - [INFO] - [E:286| 300]: Train Loss:0.001803, Val MRR:0.39696, ice00001 +2023-05-22 22:22:26,056 - ice00001 - [INFO] - [E:134| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 22:23:33,769 - ice00001 - [INFO] - [E:286| 400]: Train Loss:0.0018031, Val MRR:0.39696, ice00001 +2023-05-22 22:24:03,671 - ice00001 - [INFO] - [E:134| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 22:25:14,411 - ice00001 - [INFO] - [E:286| 500]: Train Loss:0.0018043, Val MRR:0.39696, ice00001 +2023-05-22 22:25:41,351 - ice00001 - [INFO] - [E:134| 800]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 22:26:53,980 - ice00001 - [INFO] - [E:286| 600]: Train Loss:0.0018054, Val MRR:0.39696, ice00001 +2023-05-22 22:27:17,180 - ice00001 - [INFO] - [E:134| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:28:25,827 - ice00001 - [INFO] - [Epoch:134]: Training Loss:0.002902 + +2023-05-22 22:28:26,206 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 22:28:33,647 - ice00001 - [INFO] - [E:286| 700]: Train Loss:0.0018057, Val MRR:0.39696, ice00001 +2023-05-22 22:28:48,756 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:29:10,924 - ice00001 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.09439, Head : 0.06856, Avg : 0.08147 + +2023-05-22 22:29:10,925 - ice00001 - [INFO] - [Epoch 134]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 22:29:12,072 - ice00001 - [INFO] - [E:135| 0]: Train Loss:0.0029326, Val MRR:0.08254, ice00001 +2023-05-22 22:30:03,773 - ice00001 - [INFO] - [E:286| 800]: Train Loss:0.001807, Val MRR:0.39696, ice00001 +2023-05-22 22:30:39,799 - ice00001 - [INFO] - [E:135| 100]: Train Loss:0.0028984, Val MRR:0.08254, ice00001 +2023-05-22 22:31:44,415 - ice00001 - [INFO] - [E:286| 900]: Train Loss:0.0018072, Val MRR:0.39696, ice00001 +2023-05-22 22:32:17,319 - ice00001 - [INFO] - [E:135| 200]: Train Loss:0.0028978, Val MRR:0.08254, ice00001 +2023-05-22 22:32:55,215 - ice00001 - [INFO] - [Epoch:286]: Training Loss:0.001808 + +2023-05-22 22:32:55,552 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 22:33:18,745 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:33:41,176 - ice00001 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.4198, Head : 0.37058, Avg : 0.39519 + +2023-05-22 22:33:41,176 - ice00001 - [INFO] - [Epoch 286]: Training Loss: 0.0018075, Valid MRR: 0.39696, + + + +2023-05-22 22:33:42,228 - ice00001 - [INFO] - [E:287| 0]: Train Loss:0.0018435, Val MRR:0.39696, ice00001 +2023-05-22 22:33:54,892 - ice00001 - [INFO] - [E:135| 300]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-22 22:35:22,645 - ice00001 - [INFO] - [E:287| 100]: Train Loss:0.0018027, Val MRR:0.39696, ice00001 +2023-05-22 22:35:33,039 - ice00001 - [INFO] - [E:135| 400]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-22 22:37:02,877 - ice00001 - [INFO] - [E:287| 200]: Train Loss:0.0018027, Val MRR:0.39696, ice00001 +2023-05-22 22:37:11,594 - ice00001 - [INFO] - [E:135| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-22 22:38:33,375 - ice00001 - [INFO] - [E:287| 300]: Train Loss:0.0018051, Val MRR:0.39696, ice00001 +2023-05-22 22:38:38,916 - ice00001 - [INFO] - [E:135| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 22:40:13,259 - ice00001 - [INFO] - [E:287| 400]: Train Loss:0.0018059, Val MRR:0.39696, ice00001 +2023-05-22 22:40:16,953 - ice00001 - [INFO] - [E:135| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 22:41:52,790 - ice00001 - [INFO] - [E:287| 500]: Train Loss:0.0018057, Val MRR:0.39696, ice00001 +2023-05-22 22:41:53,150 - ice00001 - [INFO] - [E:135| 800]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-22 22:43:30,414 - ice00001 - [INFO] - [E:135| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 22:43:34,075 - ice00001 - [INFO] - [E:287| 600]: Train Loss:0.0018069, Val MRR:0.39696, ice00001 +2023-05-22 22:44:39,002 - ice00001 - [INFO] - [Epoch:135]: Training Loss:0.002902 + +2023-05-22 22:44:39,252 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 22:45:01,661 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:45:15,011 - ice00001 - [INFO] - [E:287| 700]: Train Loss:0.0018065, Val MRR:0.39696, ice00001 +2023-05-22 22:45:23,663 - ice00001 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.09567, Head : 0.06873, Avg : 0.0822 + +2023-05-22 22:45:23,663 - ice00001 - [INFO] - [Epoch 135]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 22:45:24,773 - ice00001 - [INFO] - [E:136| 0]: Train Loss:0.002892, Val MRR:0.08254, ice00001 +2023-05-22 22:46:52,694 - ice00001 - [INFO] - [E:287| 800]: Train Loss:0.0018068, Val MRR:0.39696, ice00001 +2023-05-22 22:46:56,443 - ice00001 - [INFO] - [E:136| 100]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-22 22:48:26,033 - ice00001 - [INFO] - [E:287| 900]: Train Loss:0.0018069, Val MRR:0.39696, ice00001 +2023-05-22 22:48:29,790 - ice00001 - [INFO] - [E:136| 200]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 22:49:36,770 - ice00001 - [INFO] - [Epoch:287]: Training Loss:0.001807 + +2023-05-22 22:49:37,108 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 22:49:59,912 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 22:50:06,563 - ice00001 - [INFO] - [E:136| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:50:22,400 - ice00001 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.42074, Head : 0.37098, Avg : 0.39586 + +2023-05-22 22:50:22,400 - ice00001 - [INFO] - [Epoch 287]: Training Loss: 0.0018074, Valid MRR: 0.39696, + + + +2023-05-22 22:50:23,278 - ice00001 - [INFO] - [E:288| 0]: Train Loss:0.0018072, Val MRR:0.39696, ice00001 +2023-05-22 22:51:43,435 - ice00001 - [INFO] - [E:136| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 22:52:03,591 - ice00001 - [INFO] - [E:288| 100]: Train Loss:0.0018026, Val MRR:0.39696, ice00001 +2023-05-22 22:53:20,827 - ice00001 - [INFO] - [E:136| 500]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 22:53:44,249 - ice00001 - [INFO] - [E:288| 200]: Train Loss:0.0018043, Val MRR:0.39696, ice00001 +2023-05-22 22:54:57,507 - ice00001 - [INFO] - [E:136| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 22:55:23,967 - ice00001 - [INFO] - [E:288| 300]: Train Loss:0.001804, Val MRR:0.39696, ice00001 +2023-05-22 22:56:24,172 - ice00001 - [INFO] - [E:136| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 22:56:53,104 - ice00001 - [INFO] - [E:288| 400]: Train Loss:0.0018043, Val MRR:0.39696, ice00001 +2023-05-22 22:58:01,927 - ice00001 - [INFO] - [E:136| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-22 22:58:32,820 - ice00001 - [INFO] - [E:288| 500]: Train Loss:0.0018046, Val MRR:0.39696, ice00001 +2023-05-22 22:59:40,360 - ice00001 - [INFO] - [E:136| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 23:00:12,713 - ice00001 - [INFO] - [E:288| 600]: Train Loss:0.0018052, Val MRR:0.39696, ice00001 +2023-05-22 23:00:49,556 - ice00001 - [INFO] - [Epoch:136]: Training Loss:0.002902 + +2023-05-22 23:00:49,970 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:01:12,245 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:01:34,618 - ice00001 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.09518, Head : 0.06913, Avg : 0.08215 + +2023-05-22 23:01:34,618 - ice00001 - [INFO] - [Epoch 136]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 23:01:35,505 - ice00001 - [INFO] - [E:137| 0]: Train Loss:0.0029063, Val MRR:0.08254, ice00001 +2023-05-22 23:01:52,095 - ice00001 - [INFO] - [E:288| 700]: Train Loss:0.0018055, Val MRR:0.39696, ice00001 +2023-05-22 23:03:13,295 - ice00001 - [INFO] - [E:137| 100]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-22 23:03:33,452 - ice00001 - [INFO] - [E:288| 800]: Train Loss:0.0018059, Val MRR:0.39696, ice00001 +2023-05-22 23:04:40,799 - ice00001 - [INFO] - [E:137| 200]: Train Loss:0.0028985, Val MRR:0.08254, ice00001 +2023-05-22 23:05:04,115 - ice00001 - [INFO] - [E:288| 900]: Train Loss:0.0018063, Val MRR:0.39696, ice00001 +2023-05-22 23:06:14,918 - ice00001 - [INFO] - [Epoch:288]: Training Loss:0.001806 + +2023-05-22 23:06:15,305 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:06:17,545 - ice00001 - [INFO] - [E:137| 300]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-22 23:06:38,167 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:07:00,688 - ice00001 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.42151, Head : 0.37067, Avg : 0.39609 + +2023-05-22 23:07:00,688 - ice00001 - [INFO] - [Epoch 288]: Training Loss: 0.0018063, Valid MRR: 0.39696, + + + +2023-05-22 23:07:01,834 - ice00001 - [INFO] - [E:289| 0]: Train Loss:0.0017805, Val MRR:0.39696, ice00001 +2023-05-22 23:07:54,627 - ice00001 - [INFO] - [E:137| 400]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-22 23:08:44,938 - ice00001 - [INFO] - [E:289| 100]: Train Loss:0.001798, Val MRR:0.39696, ice00001 +2023-05-22 23:09:33,424 - ice00001 - [INFO] - [E:137| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-22 23:10:23,865 - ice00001 - [INFO] - [E:289| 200]: Train Loss:0.0018027, Val MRR:0.39696, ice00001 +2023-05-22 23:11:10,611 - ice00001 - [INFO] - [E:137| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-22 23:12:04,616 - ice00001 - [INFO] - [E:289| 300]: Train Loss:0.0018028, Val MRR:0.39696, ice00001 +2023-05-22 23:12:49,252 - ice00001 - [INFO] - [E:137| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 23:13:35,074 - ice00001 - [INFO] - [E:289| 400]: Train Loss:0.0018035, Val MRR:0.39696, ice00001 +2023-05-22 23:14:16,911 - ice00001 - [INFO] - [E:137| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 23:15:15,158 - ice00001 - [INFO] - [E:289| 500]: Train Loss:0.0018038, Val MRR:0.39696, ice00001 +2023-05-22 23:15:54,910 - ice00001 - [INFO] - [E:137| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 23:16:55,875 - ice00001 - [INFO] - [E:289| 600]: Train Loss:0.0018044, Val MRR:0.39696, ice00001 +2023-05-22 23:17:03,980 - ice00001 - [INFO] - [Epoch:137]: Training Loss:0.002902 + +2023-05-22 23:17:04,232 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:17:26,591 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:17:48,835 - ice00001 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.09541, Head : 0.06883, Avg : 0.08212 + +2023-05-22 23:17:48,835 - ice00001 - [INFO] - [Epoch 137]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 23:17:49,944 - ice00001 - [INFO] - [E:138| 0]: Train Loss:0.0029325, Val MRR:0.08254, ice00001 +2023-05-22 23:18:36,499 - ice00001 - [INFO] - [E:289| 700]: Train Loss:0.0018046, Val MRR:0.39696, ice00001 +2023-05-22 23:19:27,407 - ice00001 - [INFO] - [E:138| 100]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 23:20:16,983 - ice00001 - [INFO] - [E:289| 800]: Train Loss:0.0018046, Val MRR:0.39696, ice00001 +2023-05-22 23:21:04,051 - ice00001 - [INFO] - [E:138| 200]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-22 23:21:52,748 - ice00001 - [INFO] - [E:289| 900]: Train Loss:0.0018059, Val MRR:0.39696, ice00001 +2023-05-22 23:22:30,846 - ice00001 - [INFO] - [E:138| 300]: Train Loss:0.0029044, Val MRR:0.08254, ice00001 +2023-05-22 23:22:57,629 - ice00001 - [INFO] - [Epoch:289]: Training Loss:0.001806 + +2023-05-22 23:22:58,045 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:23:20,593 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:23:43,030 - ice00001 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.4207, Head : 0.37071, Avg : 0.39571 + MR: Tail : 317.68, Head : 327.45, Avg : 322.56 + Hit-1: Tail : 0.31412, Head : 0.26387, Avg : 0.28899 + Hit-3: Tail : 0.47275, Head : 0.41959, Avg : 0.44617 + Hit-10: Tail : 0.62508, Head : 0.58077, Avg : 0.60293 +2023-05-22 23:23:43,030 - ice00001 - [INFO] - [Epoch 289]: Training Loss: 0.0018059, Valid MRR: 0.39696, + + + +2023-05-22 23:23:44,203 - ice00001 - [INFO] - [E:290| 0]: Train Loss:0.0018148, Val MRR:0.39696, ice00001 +2023-05-22 23:24:06,221 - ice00001 - [INFO] - [E:138| 400]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 23:25:23,574 - ice00001 - [INFO] - [E:290| 100]: Train Loss:0.0017966, Val MRR:0.39696, ice00001 +2023-05-22 23:25:42,099 - ice00001 - [INFO] - [E:138| 500]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 23:27:04,429 - ice00001 - [INFO] - [E:290| 200]: Train Loss:0.0017968, Val MRR:0.39696, ice00001 +2023-05-22 23:27:19,274 - ice00001 - [INFO] - [E:138| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-22 23:28:44,738 - ice00001 - [INFO] - [E:290| 300]: Train Loss:0.0017999, Val MRR:0.39696, ice00001 +2023-05-22 23:28:55,908 - ice00001 - [INFO] - [E:138| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-22 23:30:25,711 - ice00001 - [INFO] - [E:290| 400]: Train Loss:0.0018023, Val MRR:0.39696, ice00001 +2023-05-22 23:30:30,692 - ice00001 - [INFO] - [E:138| 800]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-22 23:31:55,885 - ice00001 - [INFO] - [E:290| 500]: Train Loss:0.0018024, Val MRR:0.39696, ice00001 +2023-05-22 23:32:01,286 - ice00001 - [INFO] - [E:138| 900]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-22 23:33:10,145 - ice00001 - [INFO] - [Epoch:138]: Training Loss:0.002902 + +2023-05-22 23:33:10,557 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:33:32,768 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:33:35,430 - ice00001 - [INFO] - [E:290| 600]: Train Loss:0.0018029, Val MRR:0.39696, ice00001 +2023-05-22 23:33:55,062 - ice00001 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.09428, Head : 0.06876, Avg : 0.08152 + +2023-05-22 23:33:55,062 - ice00001 - [INFO] - [Epoch 138]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-22 23:33:56,062 - ice00001 - [INFO] - [E:139| 0]: Train Loss:0.0029208, Val MRR:0.08254, ice00001 +2023-05-22 23:35:15,279 - ice00001 - [INFO] - [E:290| 700]: Train Loss:0.0018038, Val MRR:0.39696, ice00001 +2023-05-22 23:35:34,336 - ice00001 - [INFO] - [E:139| 100]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-22 23:36:55,383 - ice00001 - [INFO] - [E:290| 800]: Train Loss:0.001804, Val MRR:0.39696, ice00001 +2023-05-22 23:37:12,027 - ice00001 - [INFO] - [E:139| 200]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 23:38:34,713 - ice00001 - [INFO] - [E:290| 900]: Train Loss:0.0018048, Val MRR:0.39696, ice00001 +2023-05-22 23:38:49,160 - ice00001 - [INFO] - [E:139| 300]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-22 23:39:34,356 - ice00001 - [INFO] - [Epoch:290]: Training Loss:0.001806 + +2023-05-22 23:39:34,730 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:39:57,989 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:40:16,396 - ice00001 - [INFO] - [E:139| 400]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-22 23:40:20,098 - ice00001 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.41954, Head : 0.37016, Avg : 0.39485 + +2023-05-22 23:40:20,098 - ice00001 - [INFO] - [Epoch 290]: Training Loss: 0.0018055, Valid MRR: 0.39696, + + + +2023-05-22 23:40:21,118 - ice00001 - [INFO] - [E:291| 0]: Train Loss:0.0017976, Val MRR:0.39696, ice00001 +2023-05-22 23:41:54,480 - ice00001 - [INFO] - [E:139| 500]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 23:42:01,721 - ice00001 - [INFO] - [E:291| 100]: Train Loss:0.0017994, Val MRR:0.39696, ice00001 +2023-05-22 23:43:32,614 - ice00001 - [INFO] - [E:139| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-22 23:43:41,911 - ice00001 - [INFO] - [E:291| 200]: Train Loss:0.0017997, Val MRR:0.39696, ice00001 +2023-05-22 23:45:10,973 - ice00001 - [INFO] - [E:139| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-22 23:45:21,927 - ice00001 - [INFO] - [E:291| 300]: Train Loss:0.0018022, Val MRR:0.39696, ice00001 +2023-05-22 23:46:49,244 - ice00001 - [INFO] - [E:139| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-22 23:47:02,214 - ice00001 - [INFO] - [E:291| 400]: Train Loss:0.0018024, Val MRR:0.39696, ice00001 +2023-05-22 23:48:17,076 - ice00001 - [INFO] - [E:139| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-22 23:48:32,448 - ice00001 - [INFO] - [E:291| 500]: Train Loss:0.0018032, Val MRR:0.39696, ice00001 +2023-05-22 23:49:25,482 - ice00001 - [INFO] - [Epoch:139]: Training Loss:0.002901 + +2023-05-22 23:49:25,755 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:49:48,325 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:50:10,721 - ice00001 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.09505, Head : 0.0694, Avg : 0.08223 + MR: Tail : 849.57, Head : 989.43, Avg : 919.5 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09977, Head : 0.06251, Avg : 0.08114 + Hit-10: Tail : 0.21083, Head : 0.15754, Avg : 0.18418 +2023-05-22 23:50:10,722 - ice00001 - [INFO] - [Epoch 139]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-22 23:50:11,571 - ice00001 - [INFO] - [E:140| 0]: Train Loss:0.0028737, Val MRR:0.08254, ice00001 +2023-05-22 23:50:13,647 - ice00001 - [INFO] - [E:291| 600]: Train Loss:0.0018036, Val MRR:0.39696, ice00001 +2023-05-22 23:51:48,660 - ice00001 - [INFO] - [E:140| 100]: Train Loss:0.0029057, Val MRR:0.08254, ice00001 +2023-05-22 23:51:54,354 - ice00001 - [INFO] - [E:291| 700]: Train Loss:0.0018041, Val MRR:0.39696, ice00001 +2023-05-22 23:53:24,543 - ice00001 - [INFO] - [E:140| 200]: Train Loss:0.0029039, Val MRR:0.08254, ice00001 +2023-05-22 23:53:33,540 - ice00001 - [INFO] - [E:291| 800]: Train Loss:0.0018044, Val MRR:0.39696, ice00001 +2023-05-22 23:55:01,554 - ice00001 - [INFO] - [E:140| 300]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-22 23:55:13,911 - ice00001 - [INFO] - [E:291| 900]: Train Loss:0.0018047, Val MRR:0.39696, ice00001 +2023-05-22 23:56:25,649 - ice00001 - [INFO] - [Epoch:291]: Training Loss:0.001804 + +2023-05-22 23:56:26,147 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-22 23:56:38,306 - ice00001 - [INFO] - [E:140| 400]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-22 23:56:43,208 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-22 23:57:01,157 - ice00001 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.41985, Head : 0.37046, Avg : 0.39516 + +2023-05-22 23:57:01,157 - ice00001 - [INFO] - [Epoch 291]: Training Loss: 0.0018044, Valid MRR: 0.39696, + + + +2023-05-22 23:57:02,313 - ice00001 - [INFO] - [E:292| 0]: Train Loss:0.0017828, Val MRR:0.39696, ice00001 +2023-05-22 23:58:09,030 - ice00001 - [INFO] - [E:140| 500]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-22 23:58:42,316 - ice00001 - [INFO] - [E:292| 100]: Train Loss:0.0017989, Val MRR:0.39696, ice00001 +2023-05-22 23:59:47,190 - ice00001 - [INFO] - [E:140| 600]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-23 00:00:22,890 - ice00001 - [INFO] - [E:292| 200]: Train Loss:0.0018006, Val MRR:0.39696, ice00001 +2023-05-23 00:01:24,653 - ice00001 - [INFO] - [E:140| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 00:02:03,662 - ice00001 - [INFO] - [E:292| 300]: Train Loss:0.001801, Val MRR:0.39696, ice00001 +2023-05-23 00:03:02,578 - ice00001 - [INFO] - [E:140| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 00:03:44,103 - ice00001 - [INFO] - [E:292| 400]: Train Loss:0.0018027, Val MRR:0.39696, ice00001 +2023-05-23 00:04:40,568 - ice00001 - [INFO] - [E:140| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 00:05:24,057 - ice00001 - [INFO] - [E:292| 500]: Train Loss:0.0018028, Val MRR:0.39696, ice00001 +2023-05-23 00:05:39,286 - ice00001 - [INFO] - [Epoch:140]: Training Loss:0.002902 + +2023-05-23 00:05:39,604 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:06:02,714 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:06:24,939 - ice00001 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.09508, Head : 0.06951, Avg : 0.0823 + +2023-05-23 00:06:24,939 - ice00001 - [INFO] - [Epoch 140]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 00:06:26,088 - ice00001 - [INFO] - [E:141| 0]: Train Loss:0.0028834, Val MRR:0.08254, ice00001 +2023-05-23 00:06:55,724 - ice00001 - [INFO] - [E:292| 600]: Train Loss:0.0018031, Val MRR:0.39696, ice00001 +2023-05-23 00:08:02,131 - ice00001 - [INFO] - [E:141| 100]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 00:08:34,867 - ice00001 - [INFO] - [E:292| 700]: Train Loss:0.0018033, Val MRR:0.39696, ice00001 +2023-05-23 00:09:39,438 - ice00001 - [INFO] - [E:141| 200]: Train Loss:0.0029041, Val MRR:0.08254, ice00001 +2023-05-23 00:10:15,753 - ice00001 - [INFO] - [E:292| 800]: Train Loss:0.0018034, Val MRR:0.39696, ice00001 +2023-05-23 00:11:16,938 - ice00001 - [INFO] - [E:141| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 00:11:56,110 - ice00001 - [INFO] - [E:292| 900]: Train Loss:0.0018039, Val MRR:0.39696, ice00001 +2023-05-23 00:12:55,004 - ice00001 - [INFO] - [E:141| 400]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 00:13:07,470 - ice00001 - [INFO] - [Epoch:292]: Training Loss:0.001804 + +2023-05-23 00:13:07,977 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:13:30,933 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:13:53,583 - ice00001 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.42106, Head : 0.36992, Avg : 0.39549 + +2023-05-23 00:13:53,583 - ice00001 - [INFO] - [Epoch 292]: Training Loss: 0.0018043, Valid MRR: 0.39696, + + + +2023-05-23 00:13:54,742 - ice00001 - [INFO] - [E:293| 0]: Train Loss:0.0017675, Val MRR:0.39696, ice00001 +2023-05-23 00:14:22,087 - ice00001 - [INFO] - [E:141| 500]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-23 00:15:24,917 - ice00001 - [INFO] - [E:293| 100]: Train Loss:0.0018061, Val MRR:0.39696, ice00001 +2023-05-23 00:15:59,670 - ice00001 - [INFO] - [E:141| 600]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 00:17:04,846 - ice00001 - [INFO] - [E:293| 200]: Train Loss:0.0018016, Val MRR:0.39696, ice00001 +2023-05-23 00:17:37,881 - ice00001 - [INFO] - [E:141| 700]: Train Loss:0.0028994, Val MRR:0.08254, ice00001 +2023-05-23 00:18:45,059 - ice00001 - [INFO] - [E:293| 300]: Train Loss:0.0017998, Val MRR:0.39696, ice00001 +2023-05-23 00:19:15,602 - ice00001 - [INFO] - [E:141| 800]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 00:20:25,255 - ice00001 - [INFO] - [E:293| 400]: Train Loss:0.0018008, Val MRR:0.39696, ice00001 +2023-05-23 00:20:53,132 - ice00001 - [INFO] - [E:141| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 00:22:00,788 - ice00001 - [INFO] - [Epoch:141]: Training Loss:0.002901 + +2023-05-23 00:22:01,290 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:22:04,285 - ice00001 - [INFO] - [E:293| 500]: Train Loss:0.0018014, Val MRR:0.39696, ice00001 +2023-05-23 00:22:23,214 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:22:41,421 - ice00001 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.0953, Head : 0.06936, Avg : 0.08233 + +2023-05-23 00:22:41,421 - ice00001 - [INFO] - [Epoch 141]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 00:22:42,038 - ice00001 - [INFO] - [E:142| 0]: Train Loss:0.0029307, Val MRR:0.08254, ice00001 +2023-05-23 00:23:34,165 - ice00001 - [INFO] - [E:293| 600]: Train Loss:0.001802, Val MRR:0.39696, ice00001 +2023-05-23 00:24:12,434 - ice00001 - [INFO] - [E:142| 100]: Train Loss:0.0029113, Val MRR:0.08254, ice00001 +2023-05-23 00:25:14,657 - ice00001 - [INFO] - [E:293| 700]: Train Loss:0.0018029, Val MRR:0.39696, ice00001 +2023-05-23 00:25:49,504 - ice00001 - [INFO] - [E:142| 200]: Train Loss:0.0029089, Val MRR:0.08254, ice00001 +2023-05-23 00:26:55,505 - ice00001 - [INFO] - [E:293| 800]: Train Loss:0.0018034, Val MRR:0.39696, ice00001 +2023-05-23 00:27:26,249 - ice00001 - [INFO] - [E:142| 300]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-23 00:28:36,064 - ice00001 - [INFO] - [E:293| 900]: Train Loss:0.0018035, Val MRR:0.39696, ice00001 +2023-05-23 00:29:03,236 - ice00001 - [INFO] - [E:142| 400]: Train Loss:0.0029047, Val MRR:0.08254, ice00001 +2023-05-23 00:29:47,068 - ice00001 - [INFO] - [Epoch:293]: Training Loss:0.001804 + +2023-05-23 00:29:47,349 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:30:10,071 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:30:32,560 - ice00001 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.42183, Head : 0.37136, Avg : 0.3966 + +2023-05-23 00:30:32,561 - ice00001 - [INFO] - [Epoch 293]: Training Loss: 0.0018036, Valid MRR: 0.39696, + + + +2023-05-23 00:30:33,658 - ice00001 - [INFO] - [E:294| 0]: Train Loss:0.0018166, Val MRR:0.39696, ice00001 +2023-05-23 00:30:40,111 - ice00001 - [INFO] - [E:142| 500]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 00:32:04,306 - ice00001 - [INFO] - [E:294| 100]: Train Loss:0.0018015, Val MRR:0.39696, ice00001 +2023-05-23 00:32:07,182 - ice00001 - [INFO] - [E:142| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 00:33:44,739 - ice00001 - [INFO] - [E:142| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 00:33:45,866 - ice00001 - [INFO] - [E:294| 200]: Train Loss:0.0018016, Val MRR:0.39696, ice00001 +2023-05-23 00:35:21,910 - ice00001 - [INFO] - [E:142| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 00:35:26,680 - ice00001 - [INFO] - [E:294| 300]: Train Loss:0.0018015, Val MRR:0.39696, ice00001 +2023-05-23 00:36:57,912 - ice00001 - [INFO] - [E:142| 900]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 00:37:06,329 - ice00001 - [INFO] - [E:294| 400]: Train Loss:0.0018008, Val MRR:0.39696, ice00001 +2023-05-23 00:38:05,631 - ice00001 - [INFO] - [Epoch:142]: Training Loss:0.002901 + +2023-05-23 00:38:06,122 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:38:28,625 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:38:46,348 - ice00001 - [INFO] - [E:294| 500]: Train Loss:0.0018016, Val MRR:0.39696, ice00001 +2023-05-23 00:38:51,103 - ice00001 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.09512, Head : 0.06951, Avg : 0.08231 + +2023-05-23 00:38:51,104 - ice00001 - [INFO] - [Epoch 142]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 00:38:52,189 - ice00001 - [INFO] - [E:143| 0]: Train Loss:0.0028851, Val MRR:0.08254, ice00001 +2023-05-23 00:40:17,135 - ice00001 - [INFO] - [E:294| 600]: Train Loss:0.0018013, Val MRR:0.39696, ice00001 +2023-05-23 00:40:18,868 - ice00001 - [INFO] - [E:143| 100]: Train Loss:0.0028989, Val MRR:0.08254, ice00001 +2023-05-23 00:41:56,018 - ice00001 - [INFO] - [E:143| 200]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 00:41:56,943 - ice00001 - [INFO] - [E:294| 700]: Train Loss:0.0018016, Val MRR:0.39696, ice00001 +2023-05-23 00:43:33,342 - ice00001 - [INFO] - [E:143| 300]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 00:43:36,457 - ice00001 - [INFO] - [E:294| 800]: Train Loss:0.001802, Val MRR:0.39696, ice00001 +2023-05-23 00:45:13,219 - ice00001 - [INFO] - [E:143| 400]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 00:45:19,582 - ice00001 - [INFO] - [E:294| 900]: Train Loss:0.0018031, Val MRR:0.39696, ice00001 +2023-05-23 00:46:29,887 - ice00001 - [INFO] - [Epoch:294]: Training Loss:0.001803 + +2023-05-23 00:46:30,392 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:46:51,038 - ice00001 - [INFO] - [E:143| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 00:46:53,161 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:47:15,837 - ice00001 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.42077, Head : 0.37044, Avg : 0.39561 + +2023-05-23 00:47:15,838 - ice00001 - [INFO] - [Epoch 294]: Training Loss: 0.0018034, Valid MRR: 0.39696, + + + +2023-05-23 00:47:16,662 - ice00001 - [INFO] - [E:295| 0]: Train Loss:0.0018097, Val MRR:0.39696, ice00001 +2023-05-23 00:48:28,740 - ice00001 - [INFO] - [E:143| 600]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 00:48:56,145 - ice00001 - [INFO] - [E:295| 100]: Train Loss:0.0017944, Val MRR:0.39696, ice00001 +2023-05-23 00:49:55,382 - ice00001 - [INFO] - [E:143| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 00:50:25,396 - ice00001 - [INFO] - [E:295| 200]: Train Loss:0.0017939, Val MRR:0.39696, ice00001 +2023-05-23 00:51:31,429 - ice00001 - [INFO] - [E:143| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 00:52:04,814 - ice00001 - [INFO] - [E:295| 300]: Train Loss:0.0017941, Val MRR:0.39696, ice00001 +2023-05-23 00:53:08,003 - ice00001 - [INFO] - [E:143| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 00:53:45,936 - ice00001 - [INFO] - [E:295| 400]: Train Loss:0.0017972, Val MRR:0.39696, ice00001 +2023-05-23 00:54:16,202 - ice00001 - [INFO] - [Epoch:143]: Training Loss:0.002902 + +2023-05-23 00:54:16,701 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 00:54:39,447 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 00:55:01,631 - ice00001 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.09351, Head : 0.06934, Avg : 0.08142 + +2023-05-23 00:55:01,631 - ice00001 - [INFO] - [Epoch 143]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 00:55:02,835 - ice00001 - [INFO] - [E:144| 0]: Train Loss:0.0028981, Val MRR:0.08254, ice00001 +2023-05-23 00:55:26,691 - ice00001 - [INFO] - [E:295| 500]: Train Loss:0.0017984, Val MRR:0.39696, ice00001 +2023-05-23 00:56:40,145 - ice00001 - [INFO] - [E:144| 100]: Train Loss:0.0028988, Val MRR:0.08254, ice00001 +2023-05-23 00:57:07,821 - ice00001 - [INFO] - [E:295| 600]: Train Loss:0.0017995, Val MRR:0.39696, ice00001 +2023-05-23 00:58:06,978 - ice00001 - [INFO] - [E:144| 200]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 00:58:38,657 - ice00001 - [INFO] - [E:295| 700]: Train Loss:0.0018007, Val MRR:0.39696, ice00001 +2023-05-23 00:59:44,325 - ice00001 - [INFO] - [E:144| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 01:00:18,518 - ice00001 - [INFO] - [E:295| 800]: Train Loss:0.0018018, Val MRR:0.39696, ice00001 +2023-05-23 01:01:21,610 - ice00001 - [INFO] - [E:144| 400]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 01:01:59,597 - ice00001 - [INFO] - [E:295| 900]: Train Loss:0.0018019, Val MRR:0.39696, ice00001 +2023-05-23 01:02:58,336 - ice00001 - [INFO] - [E:144| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 01:03:10,826 - ice00001 - [INFO] - [Epoch:295]: Training Loss:0.001803 + +2023-05-23 01:03:11,164 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:03:34,002 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:03:56,568 - ice00001 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.42115, Head : 0.3705, Avg : 0.39582 + +2023-05-23 01:03:56,568 - ice00001 - [INFO] - [Epoch 295]: Training Loss: 0.0018027, Valid MRR: 0.39696, + + + +2023-05-23 01:03:57,736 - ice00001 - [INFO] - [E:296| 0]: Train Loss:0.0018373, Val MRR:0.39696, ice00001 +2023-05-23 01:04:35,141 - ice00001 - [INFO] - [E:144| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 01:05:37,039 - ice00001 - [INFO] - [E:296| 100]: Train Loss:0.0017989, Val MRR:0.39696, ice00001 +2023-05-23 01:06:10,307 - ice00001 - [INFO] - [E:144| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 01:07:07,792 - ice00001 - [INFO] - [E:296| 200]: Train Loss:0.0017986, Val MRR:0.39696, ice00001 +2023-05-23 01:07:38,454 - ice00001 - [INFO] - [E:144| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 01:08:48,320 - ice00001 - [INFO] - [E:296| 300]: Train Loss:0.0017991, Val MRR:0.39696, ice00001 +2023-05-23 01:09:15,341 - ice00001 - [INFO] - [E:144| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 01:10:23,327 - ice00001 - [INFO] - [Epoch:144]: Training Loss:0.002902 + +2023-05-23 01:10:23,578 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:10:28,672 - ice00001 - [INFO] - [E:296| 400]: Train Loss:0.0017991, Val MRR:0.39696, ice00001 +2023-05-23 01:10:46,077 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:11:08,374 - ice00001 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.09518, Head : 0.06896, Avg : 0.08207 + +2023-05-23 01:11:08,374 - ice00001 - [INFO] - [Epoch 144]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 01:11:09,485 - ice00001 - [INFO] - [E:145| 0]: Train Loss:0.0028371, Val MRR:0.08254, ice00001 +2023-05-23 01:12:09,324 - ice00001 - [INFO] - [E:296| 500]: Train Loss:0.0017992, Val MRR:0.39696, ice00001 +2023-05-23 01:12:46,693 - ice00001 - [INFO] - [E:145| 100]: Train Loss:0.0029044, Val MRR:0.08254, ice00001 +2023-05-23 01:13:50,471 - ice00001 - [INFO] - [E:296| 600]: Train Loss:0.0018002, Val MRR:0.39696, ice00001 +2023-05-23 01:14:24,001 - ice00001 - [INFO] - [E:145| 200]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 01:15:21,626 - ice00001 - [INFO] - [E:296| 700]: Train Loss:0.0018011, Val MRR:0.39696, ice00001 +2023-05-23 01:15:51,336 - ice00001 - [INFO] - [E:145| 300]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 01:17:00,989 - ice00001 - [INFO] - [E:296| 800]: Train Loss:0.0018014, Val MRR:0.39696, ice00001 +2023-05-23 01:17:28,643 - ice00001 - [INFO] - [E:145| 400]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 01:18:40,604 - ice00001 - [INFO] - [E:296| 900]: Train Loss:0.0018017, Val MRR:0.39696, ice00001 +2023-05-23 01:19:06,761 - ice00001 - [INFO] - [E:145| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 01:19:49,729 - ice00001 - [INFO] - [Epoch:296]: Training Loss:0.001802 + +2023-05-23 01:19:50,229 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:20:12,589 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:20:35,085 - ice00001 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.42108, Head : 0.37091, Avg : 0.39599 + +2023-05-23 01:20:35,085 - ice00001 - [INFO] - [Epoch 296]: Training Loss: 0.0018022, Valid MRR: 0.39696, + + + +2023-05-23 01:20:35,928 - ice00001 - [INFO] - [E:297| 0]: Train Loss:0.0018133, Val MRR:0.39696, ice00001 +2023-05-23 01:20:43,443 - ice00001 - [INFO] - [E:145| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 01:22:15,878 - ice00001 - [INFO] - [E:297| 100]: Train Loss:0.0017979, Val MRR:0.39696, ice00001 +2023-05-23 01:22:21,044 - ice00001 - [INFO] - [E:145| 700]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 01:23:46,480 - ice00001 - [INFO] - [E:297| 200]: Train Loss:0.0017986, Val MRR:0.39696, ice00001 +2023-05-23 01:23:48,153 - ice00001 - [INFO] - [E:145| 800]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 01:25:25,840 - ice00001 - [INFO] - [E:145| 900]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 01:25:25,864 - ice00001 - [INFO] - [E:297| 300]: Train Loss:0.0017973, Val MRR:0.39696, ice00001 +2023-05-23 01:26:34,763 - ice00001 - [INFO] - [Epoch:145]: Training Loss:0.002902 + +2023-05-23 01:26:35,015 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:26:57,788 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:27:05,959 - ice00001 - [INFO] - [E:297| 400]: Train Loss:0.0017985, Val MRR:0.39696, ice00001 +2023-05-23 01:27:20,220 - ice00001 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.09505, Head : 0.06942, Avg : 0.08224 + +2023-05-23 01:27:20,220 - ice00001 - [INFO] - [Epoch 145]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 01:27:21,367 - ice00001 - [INFO] - [E:146| 0]: Train Loss:0.0029161, Val MRR:0.08254, ice00001 +2023-05-23 01:28:46,497 - ice00001 - [INFO] - [E:297| 500]: Train Loss:0.0017995, Val MRR:0.39696, ice00001 +2023-05-23 01:28:58,657 - ice00001 - [INFO] - [E:146| 100]: Train Loss:0.0028948, Val MRR:0.08254, ice00001 +2023-05-23 01:30:27,240 - ice00001 - [INFO] - [E:297| 600]: Train Loss:0.001799, Val MRR:0.39696, ice00001 +2023-05-23 01:30:36,591 - ice00001 - [INFO] - [E:146| 200]: Train Loss:0.0028969, Val MRR:0.08254, ice00001 +2023-05-23 01:32:08,012 - ice00001 - [INFO] - [E:297| 700]: Train Loss:0.0017998, Val MRR:0.39696, ice00001 +2023-05-23 01:32:13,726 - ice00001 - [INFO] - [E:146| 300]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 01:33:40,429 - ice00001 - [INFO] - [E:297| 800]: Train Loss:0.0018009, Val MRR:0.39696, ice00001 +2023-05-23 01:33:42,824 - ice00001 - [INFO] - [E:146| 400]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 01:35:19,564 - ice00001 - [INFO] - [E:146| 500]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 01:35:19,580 - ice00001 - [INFO] - [E:297| 900]: Train Loss:0.0018011, Val MRR:0.39696, ice00001 +2023-05-23 01:36:30,967 - ice00001 - [INFO] - [Epoch:297]: Training Loss:0.001801 + +2023-05-23 01:36:31,354 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:36:54,107 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:36:57,604 - ice00001 - [INFO] - [E:146| 600]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 01:37:16,845 - ice00001 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.42106, Head : 0.37043, Avg : 0.39574 + +2023-05-23 01:37:16,845 - ice00001 - [INFO] - [Epoch 297]: Training Loss: 0.0018011, Valid MRR: 0.39696, + + + +2023-05-23 01:37:18,011 - ice00001 - [INFO] - [E:298| 0]: Train Loss:0.0017862, Val MRR:0.39696, ice00001 +2023-05-23 01:38:35,138 - ice00001 - [INFO] - [E:146| 700]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 01:38:58,029 - ice00001 - [INFO] - [E:298| 100]: Train Loss:0.001794, Val MRR:0.39696, ice00001 +2023-05-23 01:40:13,003 - ice00001 - [INFO] - [E:146| 800]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 01:40:38,190 - ice00001 - [INFO] - [E:298| 200]: Train Loss:0.001797, Val MRR:0.39696, ice00001 +2023-05-23 01:41:40,398 - ice00001 - [INFO] - [E:146| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 01:42:07,511 - ice00001 - [INFO] - [E:298| 300]: Train Loss:0.0017967, Val MRR:0.39696, ice00001 +2023-05-23 01:42:48,715 - ice00001 - [INFO] - [Epoch:146]: Training Loss:0.002901 + +2023-05-23 01:42:48,966 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:43:11,646 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:43:33,831 - ice00001 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.0927, Head : 0.06967, Avg : 0.08119 + +2023-05-23 01:43:33,831 - ice00001 - [INFO] - [Epoch 146]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 01:43:34,957 - ice00001 - [INFO] - [E:147| 0]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 01:43:47,777 - ice00001 - [INFO] - [E:298| 400]: Train Loss:0.0017977, Val MRR:0.39696, ice00001 +2023-05-23 01:45:12,091 - ice00001 - [INFO] - [E:147| 100]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 01:45:28,638 - ice00001 - [INFO] - [E:298| 500]: Train Loss:0.0017977, Val MRR:0.39696, ice00001 +2023-05-23 01:46:48,745 - ice00001 - [INFO] - [E:147| 200]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-23 01:47:09,238 - ice00001 - [INFO] - [E:298| 600]: Train Loss:0.0017983, Val MRR:0.39696, ice00001 +2023-05-23 01:48:25,424 - ice00001 - [INFO] - [E:147| 300]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-23 01:48:48,172 - ice00001 - [INFO] - [E:298| 700]: Train Loss:0.0017988, Val MRR:0.39696, ice00001 +2023-05-23 01:49:53,710 - ice00001 - [INFO] - [E:147| 400]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 01:50:17,856 - ice00001 - [INFO] - [E:298| 800]: Train Loss:0.0017993, Val MRR:0.39696, ice00001 +2023-05-23 01:51:29,435 - ice00001 - [INFO] - [E:147| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 01:51:58,348 - ice00001 - [INFO] - [E:298| 900]: Train Loss:0.0018, Val MRR:0.39696, ice00001 +2023-05-23 01:53:06,917 - ice00001 - [INFO] - [E:147| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 01:53:09,368 - ice00001 - [INFO] - [Epoch:298]: Training Loss:0.001801 + +2023-05-23 01:53:09,623 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:53:32,686 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:53:55,236 - ice00001 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.4208, Head : 0.37147, Avg : 0.39614 + +2023-05-23 01:53:55,236 - ice00001 - [INFO] - [Epoch 298]: Training Loss: 0.0018008, Valid MRR: 0.39696, + + + +2023-05-23 01:53:56,393 - ice00001 - [INFO] - [E:299| 0]: Train Loss:0.0017323, Val MRR:0.39696, ice00001 +2023-05-23 01:54:44,051 - ice00001 - [INFO] - [E:147| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 01:55:36,759 - ice00001 - [INFO] - [E:299| 100]: Train Loss:0.0017922, Val MRR:0.39696, ice00001 +2023-05-23 01:56:21,435 - ice00001 - [INFO] - [E:147| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 01:57:17,363 - ice00001 - [INFO] - [E:299| 200]: Train Loss:0.001796, Val MRR:0.39696, ice00001 +2023-05-23 01:57:58,703 - ice00001 - [INFO] - [E:147| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 01:58:47,651 - ice00001 - [INFO] - [E:299| 300]: Train Loss:0.0017945, Val MRR:0.39696, ice00001 +2023-05-23 01:58:57,014 - ice00001 - [INFO] - [Epoch:147]: Training Loss:0.002902 + +2023-05-23 01:58:57,507 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 01:59:20,379 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 01:59:42,650 - ice00001 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.09529, Head : 0.06912, Avg : 0.0822 + +2023-05-23 01:59:42,651 - ice00001 - [INFO] - [Epoch 147]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 01:59:43,668 - ice00001 - [INFO] - [E:148| 0]: Train Loss:0.002882, Val MRR:0.08254, ice00001 +2023-05-23 02:00:28,370 - ice00001 - [INFO] - [E:299| 400]: Train Loss:0.0017968, Val MRR:0.39696, ice00001 +2023-05-23 02:01:20,580 - ice00001 - [INFO] - [E:148| 100]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 02:02:08,000 - ice00001 - [INFO] - [E:299| 500]: Train Loss:0.0017962, Val MRR:0.39696, ice00001 +2023-05-23 02:02:57,305 - ice00001 - [INFO] - [E:148| 200]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-23 02:03:46,580 - ice00001 - [INFO] - [E:299| 600]: Train Loss:0.0017983, Val MRR:0.39696, ice00001 +2023-05-23 02:04:33,969 - ice00001 - [INFO] - [E:148| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 02:05:27,125 - ice00001 - [INFO] - [E:299| 700]: Train Loss:0.0017985, Val MRR:0.39696, ice00001 +2023-05-23 02:06:12,070 - ice00001 - [INFO] - [E:148| 400]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 02:07:06,317 - ice00001 - [INFO] - [E:299| 800]: Train Loss:0.0017989, Val MRR:0.39696, ice00001 +2023-05-23 02:07:39,383 - ice00001 - [INFO] - [E:148| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 02:08:37,106 - ice00001 - [INFO] - [E:299| 900]: Train Loss:0.0017999, Val MRR:0.39696, ice00001 +2023-05-23 02:09:16,893 - ice00001 - [INFO] - [E:148| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 02:09:47,754 - ice00001 - [INFO] - [Epoch:299]: Training Loss:0.0018 + +2023-05-23 02:09:48,218 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 02:10:11,011 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 02:10:33,423 - ice00001 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.42019, Head : 0.36938, Avg : 0.39479 + MR: Tail : 316.98, Head : 333.45, Avg : 325.21 + Hit-1: Tail : 0.31242, Head : 0.26108, Avg : 0.28675 + Hit-3: Tail : 0.47081, Head : 0.41935, Avg : 0.44508 + Hit-10: Tail : 0.62835, Head : 0.58041, Avg : 0.60438 +2023-05-23 02:10:33,424 - ice00001 - [INFO] - [Epoch 299]: Training Loss: 0.0018002, Valid MRR: 0.39696, + + + +2023-05-23 02:10:34,576 - ice00001 - [INFO] - [E:300| 0]: Train Loss:0.0017618, Val MRR:0.39696, ice00001 +2023-05-23 02:10:54,204 - ice00001 - [INFO] - [E:148| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 02:12:15,222 - ice00001 - [INFO] - [E:300| 100]: Train Loss:0.0017957, Val MRR:0.39696, ice00001 +2023-05-23 02:12:31,989 - ice00001 - [INFO] - [E:148| 800]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 02:13:55,068 - ice00001 - [INFO] - [E:300| 200]: Train Loss:0.0017946, Val MRR:0.39696, ice00001 +2023-05-23 02:14:09,362 - ice00001 - [INFO] - [E:148| 900]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 02:15:17,887 - ice00001 - [INFO] - [Epoch:148]: Training Loss:0.002902 + +2023-05-23 02:15:18,385 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 02:15:35,288 - ice00001 - [INFO] - [E:300| 300]: Train Loss:0.0017953, Val MRR:0.39696, ice00001 +2023-05-23 02:15:40,937 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 02:15:58,916 - ice00001 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.09439, Head : 0.06942, Avg : 0.08191 + +2023-05-23 02:15:58,916 - ice00001 - [INFO] - [Epoch 148]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 02:15:59,532 - ice00001 - [INFO] - [E:149| 0]: Train Loss:0.002916, Val MRR:0.08254, ice00001 +2023-05-23 02:17:05,409 - ice00001 - [INFO] - [E:300| 400]: Train Loss:0.0017971, Val MRR:0.39696, ice00001 +2023-05-23 02:17:29,395 - ice00001 - [INFO] - [E:149| 100]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 02:18:44,606 - ice00001 - [INFO] - [E:300| 500]: Train Loss:0.0017974, Val MRR:0.39696, ice00001 +2023-05-23 02:19:06,222 - ice00001 - [INFO] - [E:149| 200]: Train Loss:0.0028983, Val MRR:0.08254, ice00001 +2023-05-23 02:20:25,301 - ice00001 - [INFO] - [E:300| 600]: Train Loss:0.0017973, Val MRR:0.39696, ice00001 +2023-05-23 02:20:43,344 - ice00001 - [INFO] - [E:149| 300]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 02:22:08,701 - ice00001 - [INFO] - [E:300| 700]: Train Loss:0.0017979, Val MRR:0.39696, ice00001 +2023-05-23 02:22:22,780 - ice00001 - [INFO] - [E:149| 400]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 02:23:49,981 - ice00001 - [INFO] - [E:300| 800]: Train Loss:0.0017984, Val MRR:0.39696, ice00001 +2023-05-23 02:24:00,624 - ice00001 - [INFO] - [E:149| 500]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 02:25:21,138 - ice00001 - [INFO] - [E:300| 900]: Train Loss:0.0017986, Val MRR:0.39696, ice00001 +2023-05-23 02:25:28,608 - ice00001 - [INFO] - [E:149| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 02:26:31,716 - ice00001 - [INFO] - [Epoch:300]: Training Loss:0.0018 + +2023-05-23 02:26:32,213 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 02:26:54,961 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 02:27:06,776 - ice00001 - [INFO] - [E:149| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 02:27:17,545 - ice00001 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.42053, Head : 0.37176, Avg : 0.39614 + +2023-05-23 02:27:17,545 - ice00001 - [INFO] - [Epoch 300]: Training Loss: 0.0017996, Valid MRR: 0.39696, + + + +2023-05-23 02:27:18,705 - ice00001 - [INFO] - [E:301| 0]: Train Loss:0.0017906, Val MRR:0.39696, ice00001 +2023-05-23 02:28:45,101 - ice00001 - [INFO] - [E:149| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 02:28:58,714 - ice00001 - [INFO] - [E:301| 100]: Train Loss:0.0017978, Val MRR:0.39696, ice00001 +2023-05-23 02:30:23,295 - ice00001 - [INFO] - [E:149| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 02:30:39,379 - ice00001 - [INFO] - [E:301| 200]: Train Loss:0.0017966, Val MRR:0.39696, ice00001 +2023-05-23 02:31:31,928 - ice00001 - [INFO] - [Epoch:149]: Training Loss:0.002902 + +2023-05-23 02:31:32,377 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 02:31:54,339 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 02:32:16,667 - ice00001 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.09463, Head : 0.06983, Avg : 0.08223 + MR: Tail : 844.54, Head : 1022.8, Avg : 933.69 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09977, Head : 0.06251, Avg : 0.08114 + Hit-10: Tail : 0.21119, Head : 0.159, Avg : 0.1851 +2023-05-23 02:32:16,667 - ice00001 - [INFO] - [Epoch 149]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 02:32:17,553 - ice00001 - [INFO] - [E:150| 0]: Train Loss:0.002895, Val MRR:0.08254, ice00001 +2023-05-23 02:32:17,740 - ice00001 - [INFO] - [E:301| 300]: Train Loss:0.0017959, Val MRR:0.39696, ice00001 +2023-05-23 02:33:44,505 - ice00001 - [INFO] - [E:150| 100]: Train Loss:0.0028972, Val MRR:0.08254, ice00001 +2023-05-23 02:33:47,654 - ice00001 - [INFO] - [E:301| 400]: Train Loss:0.0017958, Val MRR:0.39696, ice00001 +2023-05-23 02:35:22,371 - ice00001 - [INFO] - [E:150| 200]: Train Loss:0.0028975, Val MRR:0.08254, ice00001 +2023-05-23 02:35:27,239 - ice00001 - [INFO] - [E:301| 500]: Train Loss:0.0017963, Val MRR:0.39696, ice00001 +2023-05-23 02:37:00,132 - ice00001 - [INFO] - [E:150| 300]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 02:37:08,050 - ice00001 - [INFO] - [E:301| 600]: Train Loss:0.0017965, Val MRR:0.39696, ice00001 +2023-05-23 02:38:37,144 - ice00001 - [INFO] - [E:150| 400]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 02:38:48,685 - ice00001 - [INFO] - [E:301| 700]: Train Loss:0.0017976, Val MRR:0.39696, ice00001 +2023-05-23 02:40:14,589 - ice00001 - [INFO] - [E:150| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 02:40:29,519 - ice00001 - [INFO] - [E:301| 800]: Train Loss:0.0017984, Val MRR:0.39696, ice00001 +2023-05-23 02:41:52,560 - ice00001 - [INFO] - [E:150| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 02:42:05,428 - ice00001 - [INFO] - [E:301| 900]: Train Loss:0.0017987, Val MRR:0.39696, ice00001 +2023-05-23 02:43:10,621 - ice00001 - [INFO] - [Epoch:301]: Training Loss:0.001799 + +2023-05-23 02:43:10,989 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 02:43:19,782 - ice00001 - [INFO] - [E:150| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 02:43:33,738 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 02:43:56,329 - ice00001 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.42209, Head : 0.37083, Avg : 0.39646 + +2023-05-23 02:43:56,330 - ice00001 - [INFO] - [Epoch 301]: Training Loss: 0.0017992, Valid MRR: 0.39696, + + + +2023-05-23 02:43:57,557 - ice00001 - [INFO] - [E:302| 0]: Train Loss:0.0018181, Val MRR:0.39696, ice00001 +2023-05-23 02:44:57,156 - ice00001 - [INFO] - [E:150| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 02:45:37,476 - ice00001 - [INFO] - [E:302| 100]: Train Loss:0.0017954, Val MRR:0.39696, ice00001 +2023-05-23 02:46:33,727 - ice00001 - [INFO] - [E:150| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 02:47:16,796 - ice00001 - [INFO] - [E:302| 200]: Train Loss:0.0017951, Val MRR:0.39696, ice00001 +2023-05-23 02:47:41,898 - ice00001 - [INFO] - [Epoch:150]: Training Loss:0.002902 + +2023-05-23 02:47:42,280 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 02:48:04,849 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 02:48:26,773 - ice00001 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.09418, Head : 0.0697, Avg : 0.08194 + +2023-05-23 02:48:26,773 - ice00001 - [INFO] - [Epoch 150]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 02:48:27,831 - ice00001 - [INFO] - [E:151| 0]: Train Loss:0.0029403, Val MRR:0.08254, ice00001 +2023-05-23 02:48:57,667 - ice00001 - [INFO] - [E:302| 300]: Train Loss:0.0017944, Val MRR:0.39696, ice00001 +2023-05-23 02:50:04,742 - ice00001 - [INFO] - [E:151| 100]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 02:50:36,552 - ice00001 - [INFO] - [E:302| 400]: Train Loss:0.0017945, Val MRR:0.39696, ice00001 +2023-05-23 02:51:32,158 - ice00001 - [INFO] - [E:151| 200]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 02:52:09,073 - ice00001 - [INFO] - [E:302| 500]: Train Loss:0.0017957, Val MRR:0.39696, ice00001 +2023-05-23 02:53:10,087 - ice00001 - [INFO] - [E:151| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 02:53:49,675 - ice00001 - [INFO] - [E:302| 600]: Train Loss:0.0017966, Val MRR:0.39696, ice00001 +2023-05-23 02:54:47,934 - ice00001 - [INFO] - [E:151| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 02:55:30,061 - ice00001 - [INFO] - [E:302| 700]: Train Loss:0.0017964, Val MRR:0.39696, ice00001 +2023-05-23 02:56:25,698 - ice00001 - [INFO] - [E:151| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 02:57:10,454 - ice00001 - [INFO] - [E:302| 800]: Train Loss:0.0017978, Val MRR:0.39696, ice00001 +2023-05-23 02:58:03,562 - ice00001 - [INFO] - [E:151| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 02:58:50,622 - ice00001 - [INFO] - [E:302| 900]: Train Loss:0.0017983, Val MRR:0.39696, ice00001 +2023-05-23 02:59:33,137 - ice00001 - [INFO] - [E:151| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 02:59:51,023 - ice00001 - [INFO] - [Epoch:302]: Training Loss:0.001798 + +2023-05-23 02:59:51,412 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:00:14,209 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:00:36,854 - ice00001 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.42043, Head : 0.37152, Avg : 0.39597 + +2023-05-23 03:00:36,854 - ice00001 - [INFO] - [Epoch 302]: Training Loss: 0.0017985, Valid MRR: 0.39696, + + + +2023-05-23 03:00:37,849 - ice00001 - [INFO] - [E:303| 0]: Train Loss:0.0017557, Val MRR:0.39696, ice00001 +2023-05-23 03:01:07,288 - ice00001 - [INFO] - [E:151| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 03:02:17,054 - ice00001 - [INFO] - [E:303| 100]: Train Loss:0.0017938, Val MRR:0.39696, ice00001 +2023-05-23 03:02:44,127 - ice00001 - [INFO] - [E:151| 900]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 03:03:53,004 - ice00001 - [INFO] - [Epoch:151]: Training Loss:0.002901 + +2023-05-23 03:03:53,413 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:03:58,228 - ice00001 - [INFO] - [E:303| 200]: Train Loss:0.001795, Val MRR:0.39696, ice00001 +2023-05-23 03:04:16,076 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:04:38,369 - ice00001 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.09349, Head : 0.06975, Avg : 0.08162 + +2023-05-23 03:04:38,369 - ice00001 - [INFO] - [Epoch 151]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 03:04:39,368 - ice00001 - [INFO] - [E:152| 0]: Train Loss:0.0029166, Val MRR:0.08254, ice00001 +2023-05-23 03:05:38,539 - ice00001 - [INFO] - [E:303| 300]: Train Loss:0.0017965, Val MRR:0.39696, ice00001 +2023-05-23 03:06:17,156 - ice00001 - [INFO] - [E:152| 100]: Train Loss:0.0029063, Val MRR:0.08254, ice00001 +2023-05-23 03:07:18,508 - ice00001 - [INFO] - [E:303| 400]: Train Loss:0.0017967, Val MRR:0.39696, ice00001 +2023-05-23 03:07:55,529 - ice00001 - [INFO] - [E:152| 200]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 03:08:48,700 - ice00001 - [INFO] - [E:303| 500]: Train Loss:0.0017968, Val MRR:0.39696, ice00001 +2023-05-23 03:09:24,845 - ice00001 - [INFO] - [E:152| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 03:10:31,262 - ice00001 - [INFO] - [E:303| 600]: Train Loss:0.0017961, Val MRR:0.39696, ice00001 +2023-05-23 03:11:01,890 - ice00001 - [INFO] - [E:152| 400]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 03:12:11,277 - ice00001 - [INFO] - [E:303| 700]: Train Loss:0.0017968, Val MRR:0.39696, ice00001 +2023-05-23 03:12:39,191 - ice00001 - [INFO] - [E:152| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 03:13:51,326 - ice00001 - [INFO] - [E:303| 800]: Train Loss:0.0017972, Val MRR:0.39696, ice00001 +2023-05-23 03:14:16,719 - ice00001 - [INFO] - [E:152| 600]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 03:15:30,276 - ice00001 - [INFO] - [E:303| 900]: Train Loss:0.0017975, Val MRR:0.39696, ice00001 +2023-05-23 03:15:53,711 - ice00001 - [INFO] - [E:152| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 03:16:39,912 - ice00001 - [INFO] - [Epoch:303]: Training Loss:0.001798 + +2023-05-23 03:16:40,126 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:16:53,748 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:17:14,264 - ice00001 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.42128, Head : 0.37164, Avg : 0.39646 + +2023-05-23 03:17:14,264 - ice00001 - [INFO] - [Epoch 303]: Training Loss: 0.001798, Valid MRR: 0.39696, + + + +2023-05-23 03:17:15,368 - ice00001 - [INFO] - [E:304| 0]: Train Loss:0.0018804, Val MRR:0.39696, ice00001 +2023-05-23 03:17:20,802 - ice00001 - [INFO] - [E:152| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 03:18:56,012 - ice00001 - [INFO] - [E:304| 100]: Train Loss:0.0017965, Val MRR:0.39696, ice00001 +2023-05-23 03:18:59,000 - ice00001 - [INFO] - [E:152| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 03:20:08,050 - ice00001 - [INFO] - [Epoch:152]: Training Loss:0.002901 + +2023-05-23 03:20:08,387 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:20:31,235 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:20:36,396 - ice00001 - [INFO] - [E:304| 200]: Train Loss:0.0017927, Val MRR:0.39696, ice00001 +2023-05-23 03:20:53,864 - ice00001 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.09295, Head : 0.06961, Avg : 0.08128 + +2023-05-23 03:20:53,864 - ice00001 - [INFO] - [Epoch 152]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 03:20:54,929 - ice00001 - [INFO] - [E:153| 0]: Train Loss:0.0029073, Val MRR:0.08254, ice00001 +2023-05-23 03:22:16,847 - ice00001 - [INFO] - [E:304| 300]: Train Loss:0.0017946, Val MRR:0.39696, ice00001 +2023-05-23 03:22:33,317 - ice00001 - [INFO] - [E:153| 100]: Train Loss:0.002895, Val MRR:0.08254, ice00001 +2023-05-23 03:23:56,684 - ice00001 - [INFO] - [E:304| 400]: Train Loss:0.0017948, Val MRR:0.39696, ice00001 +2023-05-23 03:24:11,199 - ice00001 - [INFO] - [E:153| 200]: Train Loss:0.0028956, Val MRR:0.08254, ice00001 +2023-05-23 03:25:33,693 - ice00001 - [INFO] - [E:304| 500]: Train Loss:0.0017955, Val MRR:0.39696, ice00001 +2023-05-23 03:25:40,388 - ice00001 - [INFO] - [E:153| 300]: Train Loss:0.0028968, Val MRR:0.08254, ice00001 +2023-05-23 03:27:07,770 - ice00001 - [INFO] - [E:304| 600]: Train Loss:0.001796, Val MRR:0.39696, ice00001 +2023-05-23 03:27:16,561 - ice00001 - [INFO] - [E:153| 400]: Train Loss:0.0028978, Val MRR:0.08254, ice00001 +2023-05-23 03:28:47,435 - ice00001 - [INFO] - [E:304| 700]: Train Loss:0.001796, Val MRR:0.39696, ice00001 +2023-05-23 03:28:54,507 - ice00001 - [INFO] - [E:153| 500]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 03:30:26,091 - ice00001 - [INFO] - [E:304| 800]: Train Loss:0.0017967, Val MRR:0.39696, ice00001 +2023-05-23 03:30:31,074 - ice00001 - [INFO] - [E:153| 600]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 03:32:06,123 - ice00001 - [INFO] - [E:304| 900]: Train Loss:0.0017975, Val MRR:0.39696, ice00001 +2023-05-23 03:32:07,989 - ice00001 - [INFO] - [E:153| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 03:33:16,783 - ice00001 - [INFO] - [Epoch:304]: Training Loss:0.001798 + +2023-05-23 03:33:17,170 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:33:40,144 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:33:44,670 - ice00001 - [INFO] - [E:153| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 03:34:02,779 - ice00001 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.42161, Head : 0.37107, Avg : 0.39634 + +2023-05-23 03:34:02,779 - ice00001 - [INFO] - [Epoch 304]: Training Loss: 0.0017976, Valid MRR: 0.39696, + + + +2023-05-23 03:34:03,857 - ice00001 - [INFO] - [E:305| 0]: Train Loss:0.0017853, Val MRR:0.39696, ice00001 +2023-05-23 03:35:11,760 - ice00001 - [INFO] - [E:153| 900]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 03:35:34,105 - ice00001 - [INFO] - [E:305| 100]: Train Loss:0.0017957, Val MRR:0.39696, ice00001 +2023-05-23 03:36:19,992 - ice00001 - [INFO] - [Epoch:153]: Training Loss:0.002902 + +2023-05-23 03:36:20,490 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:36:42,862 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:37:05,136 - ice00001 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.09306, Head : 0.06996, Avg : 0.08151 + +2023-05-23 03:37:05,136 - ice00001 - [INFO] - [Epoch 153]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 03:37:05,921 - ice00001 - [INFO] - [E:154| 0]: Train Loss:0.0029136, Val MRR:0.08254, ice00001 +2023-05-23 03:37:14,865 - ice00001 - [INFO] - [E:305| 200]: Train Loss:0.0017939, Val MRR:0.39696, ice00001 +2023-05-23 03:38:43,952 - ice00001 - [INFO] - [E:154| 100]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 03:38:56,235 - ice00001 - [INFO] - [E:305| 300]: Train Loss:0.0017947, Val MRR:0.39696, ice00001 +2023-05-23 03:40:21,315 - ice00001 - [INFO] - [E:154| 200]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 03:40:37,703 - ice00001 - [INFO] - [E:305| 400]: Train Loss:0.0017942, Val MRR:0.39696, ice00001 +2023-05-23 03:41:59,464 - ice00001 - [INFO] - [E:154| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 03:42:18,482 - ice00001 - [INFO] - [E:305| 500]: Train Loss:0.0017957, Val MRR:0.39696, ice00001 +2023-05-23 03:43:26,937 - ice00001 - [INFO] - [E:154| 400]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 03:43:49,035 - ice00001 - [INFO] - [E:305| 600]: Train Loss:0.001796, Val MRR:0.39696, ice00001 +2023-05-23 03:45:03,222 - ice00001 - [INFO] - [E:154| 500]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 03:45:28,346 - ice00001 - [INFO] - [E:305| 700]: Train Loss:0.0017961, Val MRR:0.39696, ice00001 +2023-05-23 03:46:39,748 - ice00001 - [INFO] - [E:154| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 03:47:09,266 - ice00001 - [INFO] - [E:305| 800]: Train Loss:0.0017966, Val MRR:0.39696, ice00001 +2023-05-23 03:48:17,715 - ice00001 - [INFO] - [E:154| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 03:48:49,817 - ice00001 - [INFO] - [E:305| 900]: Train Loss:0.0017967, Val MRR:0.39696, ice00001 +2023-05-23 03:49:55,466 - ice00001 - [INFO] - [E:154| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 03:50:00,601 - ice00001 - [INFO] - [Epoch:305]: Training Loss:0.001797 + +2023-05-23 03:50:01,109 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:50:24,316 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:50:46,999 - ice00001 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.42215, Head : 0.3727, Avg : 0.39743 + +2023-05-23 03:50:48,364 - ice00001 - [INFO] - [Epoch 305]: Training Loss: 0.0017971, Valid MRR: 0.39743, + + + +2023-05-23 03:50:49,455 - ice00001 - [INFO] - [E:306| 0]: Train Loss:0.0018127, Val MRR:0.39743, ice00001 +2023-05-23 03:51:32,553 - ice00001 - [INFO] - [E:154| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 03:52:19,995 - ice00001 - [INFO] - [E:306| 100]: Train Loss:0.0017982, Val MRR:0.39743, ice00001 +2023-05-23 03:52:30,910 - ice00001 - [INFO] - [Epoch:154]: Training Loss:0.002901 + +2023-05-23 03:52:31,201 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 03:52:53,634 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 03:53:15,972 - ice00001 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.09571, Head : 0.06816, Avg : 0.08193 + +2023-05-23 03:53:15,972 - ice00001 - [INFO] - [Epoch 154]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 03:53:17,083 - ice00001 - [INFO] - [E:155| 0]: Train Loss:0.0028818, Val MRR:0.08254, ice00001 +2023-05-23 03:54:00,758 - ice00001 - [INFO] - [E:306| 200]: Train Loss:0.0017958, Val MRR:0.39743, ice00001 +2023-05-23 03:54:54,595 - ice00001 - [INFO] - [E:155| 100]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-23 03:55:42,169 - ice00001 - [INFO] - [E:306| 300]: Train Loss:0.0017937, Val MRR:0.39743, ice00001 +2023-05-23 03:56:32,323 - ice00001 - [INFO] - [E:155| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-23 03:57:24,800 - ice00001 - [INFO] - [E:306| 400]: Train Loss:0.0017946, Val MRR:0.39743, ice00001 +2023-05-23 03:58:11,551 - ice00001 - [INFO] - [E:155| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 03:59:03,835 - ice00001 - [INFO] - [E:306| 500]: Train Loss:0.0017956, Val MRR:0.39743, ice00001 +2023-05-23 03:59:47,908 - ice00001 - [INFO] - [E:155| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 04:00:34,713 - ice00001 - [INFO] - [E:306| 600]: Train Loss:0.0017958, Val MRR:0.39743, ice00001 +2023-05-23 04:01:14,985 - ice00001 - [INFO] - [E:155| 500]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 04:02:16,128 - ice00001 - [INFO] - [E:306| 700]: Train Loss:0.0017959, Val MRR:0.39743, ice00001 +2023-05-23 04:02:52,954 - ice00001 - [INFO] - [E:155| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 04:03:57,419 - ice00001 - [INFO] - [E:306| 800]: Train Loss:0.001796, Val MRR:0.39743, ice00001 +2023-05-23 04:04:30,552 - ice00001 - [INFO] - [E:155| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 04:05:38,377 - ice00001 - [INFO] - [E:306| 900]: Train Loss:0.0017965, Val MRR:0.39743, ice00001 +2023-05-23 04:06:08,005 - ice00001 - [INFO] - [E:155| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 04:06:49,334 - ice00001 - [INFO] - [Epoch:306]: Training Loss:0.001797 + +2023-05-23 04:06:49,721 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:07:12,801 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:07:35,639 - ice00001 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.42242, Head : 0.37102, Avg : 0.39672 + +2023-05-23 04:07:35,639 - ice00001 - [INFO] - [Epoch 306]: Training Loss: 0.0017966, Valid MRR: 0.39743, + + + +2023-05-23 04:07:36,708 - ice00001 - [INFO] - [E:307| 0]: Train Loss:0.0017609, Val MRR:0.39743, ice00001 +2023-05-23 04:07:44,908 - ice00001 - [INFO] - [E:155| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 04:08:53,183 - ice00001 - [INFO] - [Epoch:155]: Training Loss:0.002902 + +2023-05-23 04:08:53,434 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:09:11,546 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:09:12,990 - ice00001 - [INFO] - [E:307| 100]: Train Loss:0.0017908, Val MRR:0.39743, ice00001 +2023-05-23 04:09:26,379 - ice00001 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.09519, Head : 0.06889, Avg : 0.08204 + +2023-05-23 04:09:26,379 - ice00001 - [INFO] - [Epoch 155]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 04:09:27,524 - ice00001 - [INFO] - [E:156| 0]: Train Loss:0.0029427, Val MRR:0.08254, ice00001 +2023-05-23 04:10:47,202 - ice00001 - [INFO] - [E:307| 200]: Train Loss:0.0017918, Val MRR:0.39743, ice00001 +2023-05-23 04:11:04,904 - ice00001 - [INFO] - [E:156| 100]: Train Loss:0.0029041, Val MRR:0.08254, ice00001 +2023-05-23 04:12:26,962 - ice00001 - [INFO] - [E:307| 300]: Train Loss:0.0017921, Val MRR:0.39743, ice00001 +2023-05-23 04:12:42,410 - ice00001 - [INFO] - [E:156| 200]: Train Loss:0.0029057, Val MRR:0.08254, ice00001 +2023-05-23 04:14:06,058 - ice00001 - [INFO] - [E:307| 400]: Train Loss:0.0017943, Val MRR:0.39743, ice00001 +2023-05-23 04:14:19,522 - ice00001 - [INFO] - [E:156| 300]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-23 04:15:47,658 - ice00001 - [INFO] - [E:307| 500]: Train Loss:0.0017941, Val MRR:0.39743, ice00001 +2023-05-23 04:15:57,697 - ice00001 - [INFO] - [E:156| 400]: Train Loss:0.0029045, Val MRR:0.08254, ice00001 +2023-05-23 04:17:30,016 - ice00001 - [INFO] - [E:307| 600]: Train Loss:0.0017948, Val MRR:0.39743, ice00001 +2023-05-23 04:17:34,748 - ice00001 - [INFO] - [E:156| 500]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 04:19:00,823 - ice00001 - [INFO] - [E:307| 700]: Train Loss:0.0017952, Val MRR:0.39743, ice00001 +2023-05-23 04:19:02,805 - ice00001 - [INFO] - [E:156| 600]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 04:20:41,077 - ice00001 - [INFO] - [E:307| 800]: Train Loss:0.0017953, Val MRR:0.39743, ice00001 +2023-05-23 04:20:41,105 - ice00001 - [INFO] - [E:156| 700]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-23 04:22:18,779 - ice00001 - [INFO] - [E:156| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 04:22:21,736 - ice00001 - [INFO] - [E:307| 900]: Train Loss:0.0017957, Val MRR:0.39743, ice00001 +2023-05-23 04:23:33,278 - ice00001 - [INFO] - [Epoch:307]: Training Loss:0.001796 + +2023-05-23 04:23:33,667 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:23:56,035 - ice00001 - [INFO] - [E:156| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 04:23:56,457 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:24:19,123 - ice00001 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.42067, Head : 0.37109, Avg : 0.39588 + +2023-05-23 04:24:19,123 - ice00001 - [INFO] - [Epoch 307]: Training Loss: 0.0017959, Valid MRR: 0.39743, + + + +2023-05-23 04:24:20,232 - ice00001 - [INFO] - [E:308| 0]: Train Loss:0.0017377, Val MRR:0.39743, ice00001 +2023-05-23 04:25:05,279 - ice00001 - [INFO] - [Epoch:156]: Training Loss:0.002901 + +2023-05-23 04:25:05,530 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:25:28,171 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:25:50,503 - ice00001 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.09478, Head : 0.06858, Avg : 0.08168 + +2023-05-23 04:25:50,503 - ice00001 - [INFO] - [Epoch 156]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 04:25:51,620 - ice00001 - [INFO] - [E:157| 0]: Train Loss:0.0029522, Val MRR:0.08254, ice00001 +2023-05-23 04:26:01,653 - ice00001 - [INFO] - [E:308| 100]: Train Loss:0.001788, Val MRR:0.39743, ice00001 +2023-05-23 04:27:18,923 - ice00001 - [INFO] - [E:157| 100]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-23 04:27:31,603 - ice00001 - [INFO] - [E:308| 200]: Train Loss:0.0017906, Val MRR:0.39743, ice00001 +2023-05-23 04:28:55,328 - ice00001 - [INFO] - [E:157| 200]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 04:29:11,466 - ice00001 - [INFO] - [E:308| 300]: Train Loss:0.0017923, Val MRR:0.39743, ice00001 +2023-05-23 04:30:32,508 - ice00001 - [INFO] - [E:157| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 04:30:52,372 - ice00001 - [INFO] - [E:308| 400]: Train Loss:0.001793, Val MRR:0.39743, ice00001 +2023-05-23 04:32:09,739 - ice00001 - [INFO] - [E:157| 400]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 04:32:32,905 - ice00001 - [INFO] - [E:308| 500]: Train Loss:0.0017927, Val MRR:0.39743, ice00001 +2023-05-23 04:33:47,369 - ice00001 - [INFO] - [E:157| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 04:34:13,070 - ice00001 - [INFO] - [E:308| 600]: Train Loss:0.0017933, Val MRR:0.39743, ice00001 +2023-05-23 04:35:19,048 - ice00001 - [INFO] - [E:157| 600]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 04:35:43,234 - ice00001 - [INFO] - [E:308| 700]: Train Loss:0.0017934, Val MRR:0.39743, ice00001 +2023-05-23 04:36:53,118 - ice00001 - [INFO] - [E:157| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 04:37:23,982 - ice00001 - [INFO] - [E:308| 800]: Train Loss:0.0017946, Val MRR:0.39743, ice00001 +2023-05-23 04:38:31,066 - ice00001 - [INFO] - [E:157| 800]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 04:39:05,679 - ice00001 - [INFO] - [E:308| 900]: Train Loss:0.0017948, Val MRR:0.39743, ice00001 +2023-05-23 04:40:08,592 - ice00001 - [INFO] - [E:157| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 04:40:16,958 - ice00001 - [INFO] - [Epoch:308]: Training Loss:0.001796 + +2023-05-23 04:40:17,343 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:40:40,053 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:41:02,621 - ice00001 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.42131, Head : 0.37121, Avg : 0.39626 + +2023-05-23 04:41:02,621 - ice00001 - [INFO] - [Epoch 308]: Training Loss: 0.0017955, Valid MRR: 0.39743, + + + +2023-05-23 04:41:03,784 - ice00001 - [INFO] - [E:309| 0]: Train Loss:0.001768, Val MRR:0.39743, ice00001 +2023-05-23 04:41:16,917 - ice00001 - [INFO] - [Epoch:157]: Training Loss:0.002902 + +2023-05-23 04:41:17,216 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:41:39,398 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:42:01,435 - ice00001 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.09307, Head : 0.07017, Avg : 0.08162 + +2023-05-23 04:42:01,435 - ice00001 - [INFO] - [Epoch 157]: Training Loss: 0.0029019, Valid MRR: 0.08254, + + + +2023-05-23 04:42:02,400 - ice00001 - [INFO] - [E:158| 0]: Train Loss:0.0028715, Val MRR:0.08254, ice00001 +2023-05-23 04:42:43,213 - ice00001 - [INFO] - [E:309| 100]: Train Loss:0.0017872, Val MRR:0.39743, ice00001 +2023-05-23 04:43:39,214 - ice00001 - [INFO] - [E:158| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 04:44:13,317 - ice00001 - [INFO] - [E:309| 200]: Train Loss:0.0017897, Val MRR:0.39743, ice00001 +2023-05-23 04:45:06,839 - ice00001 - [INFO] - [E:158| 200]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 04:45:57,073 - ice00001 - [INFO] - [E:309| 300]: Train Loss:0.0017905, Val MRR:0.39743, ice00001 +2023-05-23 04:46:46,644 - ice00001 - [INFO] - [E:158| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 04:47:38,207 - ice00001 - [INFO] - [E:309| 400]: Train Loss:0.001792, Val MRR:0.39743, ice00001 +2023-05-23 04:48:23,726 - ice00001 - [INFO] - [E:158| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 04:49:18,783 - ice00001 - [INFO] - [E:309| 500]: Train Loss:0.0017923, Val MRR:0.39743, ice00001 +2023-05-23 04:50:01,242 - ice00001 - [INFO] - [E:158| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 04:51:00,125 - ice00001 - [INFO] - [E:309| 600]: Train Loss:0.0017935, Val MRR:0.39743, ice00001 +2023-05-23 04:51:38,555 - ice00001 - [INFO] - [E:158| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 04:52:40,778 - ice00001 - [INFO] - [E:309| 700]: Train Loss:0.0017941, Val MRR:0.39743, ice00001 +2023-05-23 04:53:05,461 - ice00001 - [INFO] - [E:158| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 04:54:12,058 - ice00001 - [INFO] - [E:309| 800]: Train Loss:0.0017951, Val MRR:0.39743, ice00001 +2023-05-23 04:54:43,018 - ice00001 - [INFO] - [E:158| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 04:55:52,495 - ice00001 - [INFO] - [E:309| 900]: Train Loss:0.0017949, Val MRR:0.39743, ice00001 +2023-05-23 04:56:19,491 - ice00001 - [INFO] - [E:158| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 04:57:02,321 - ice00001 - [INFO] - [Epoch:309]: Training Loss:0.001795 + +2023-05-23 04:57:02,823 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:57:25,165 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:57:27,259 - ice00001 - [INFO] - [Epoch:158]: Training Loss:0.002902 + +2023-05-23 04:57:27,576 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 04:57:47,289 - ice00001 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.42018, Head : 0.37284, Avg : 0.39651 + MR: Tail : 323.33, Head : 333.36, Avg : 328.35 + Hit-1: Tail : 0.31181, Head : 0.26666, Avg : 0.28923 + Hit-3: Tail : 0.4736, Head : 0.41898, Avg : 0.44629 + Hit-10: Tail : 0.62835, Head : 0.58369, Avg : 0.60602 +2023-05-23 04:57:47,289 - ice00001 - [INFO] - [Epoch 309]: Training Loss: 0.0017946, Valid MRR: 0.39743, + + + +2023-05-23 04:57:48,451 - ice00001 - [INFO] - [E:310| 0]: Train Loss:0.0018033, Val MRR:0.39743, ice00001 +2023-05-23 04:57:49,836 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 04:58:12,045 - ice00001 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.0938, Head : 0.06926, Avg : 0.08153 + +2023-05-23 04:58:12,045 - ice00001 - [INFO] - [Epoch 158]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 04:58:13,167 - ice00001 - [INFO] - [E:159| 0]: Train Loss:0.0028919, Val MRR:0.08254, ice00001 +2023-05-23 04:59:28,861 - ice00001 - [INFO] - [E:310| 100]: Train Loss:0.0017882, Val MRR:0.39743, ice00001 +2023-05-23 04:59:50,900 - ice00001 - [INFO] - [E:159| 100]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 05:01:09,702 - ice00001 - [INFO] - [E:310| 200]: Train Loss:0.001789, Val MRR:0.39743, ice00001 +2023-05-23 05:01:23,080 - ice00001 - [INFO] - [E:159| 200]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 05:02:41,054 - ice00001 - [INFO] - [E:310| 300]: Train Loss:0.0017903, Val MRR:0.39743, ice00001 +2023-05-23 05:02:55,531 - ice00001 - [INFO] - [E:159| 300]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 05:04:22,180 - ice00001 - [INFO] - [E:310| 400]: Train Loss:0.0017905, Val MRR:0.39743, ice00001 +2023-05-23 05:04:33,710 - ice00001 - [INFO] - [E:159| 400]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 05:06:02,777 - ice00001 - [INFO] - [E:310| 500]: Train Loss:0.0017912, Val MRR:0.39743, ice00001 +2023-05-23 05:06:11,477 - ice00001 - [INFO] - [E:159| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 05:07:42,880 - ice00001 - [INFO] - [E:310| 600]: Train Loss:0.0017925, Val MRR:0.39743, ice00001 +2023-05-23 05:07:49,207 - ice00001 - [INFO] - [E:159| 600]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 05:09:22,985 - ice00001 - [INFO] - [E:310| 700]: Train Loss:0.0017936, Val MRR:0.39743, ice00001 +2023-05-23 05:09:26,242 - ice00001 - [INFO] - [E:159| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 05:10:52,518 - ice00001 - [INFO] - [E:310| 800]: Train Loss:0.0017937, Val MRR:0.39743, ice00001 +2023-05-23 05:10:53,379 - ice00001 - [INFO] - [E:159| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 05:12:30,565 - ice00001 - [INFO] - [E:159| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 05:12:32,172 - ice00001 - [INFO] - [E:310| 900]: Train Loss:0.001794, Val MRR:0.39743, ice00001 +2023-05-23 05:13:39,517 - ice00001 - [INFO] - [Epoch:159]: Training Loss:0.002901 + +2023-05-23 05:13:39,998 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 05:13:43,154 - ice00001 - [INFO] - [Epoch:310]: Training Loss:0.001794 + +2023-05-23 05:13:43,409 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 05:14:02,795 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 05:14:06,837 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 05:14:25,183 - ice00001 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.09392, Head : 0.06835, Avg : 0.08113 + MR: Tail : 764.68, Head : 891.91, Avg : 828.3 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.08739, Head : 0.05887, Avg : 0.07313 + Hit-10: Tail : 0.21568, Head : 0.15499, Avg : 0.18534 +2023-05-23 05:14:25,183 - ice00001 - [INFO] - [Epoch 159]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 05:14:26,216 - ice00001 - [INFO] - [E:160| 0]: Train Loss:0.002889, Val MRR:0.08254, ice00001 +2023-05-23 05:14:29,394 - ice00001 - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.42098, Head : 0.37144, Avg : 0.39621 + +2023-05-23 05:14:29,394 - ice00001 - [INFO] - [Epoch 310]: Training Loss: 0.0017941, Valid MRR: 0.39743, + + + +2023-05-23 05:14:30,556 - ice00001 - [INFO] - [E:311| 0]: Train Loss:0.0017831, Val MRR:0.39743, ice00001 +2023-05-23 05:16:03,754 - ice00001 - [INFO] - [E:160| 100]: Train Loss:0.0028921, Val MRR:0.08254, ice00001 +2023-05-23 05:16:12,019 - ice00001 - [INFO] - [E:311| 100]: Train Loss:0.0017892, Val MRR:0.39743, ice00001 +2023-05-23 05:17:41,440 - ice00001 - [INFO] - [E:160| 200]: Train Loss:0.0028973, Val MRR:0.08254, ice00001 +2023-05-23 05:17:52,479 - ice00001 - [INFO] - [E:311| 200]: Train Loss:0.0017891, Val MRR:0.39743, ice00001 +2023-05-23 05:19:09,069 - ice00001 - [INFO] - [E:160| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 05:19:23,403 - ice00001 - [INFO] - [E:311| 300]: Train Loss:0.0017916, Val MRR:0.39743, ice00001 +2023-05-23 05:20:46,614 - ice00001 - [INFO] - [E:160| 400]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 05:21:04,324 - ice00001 - [INFO] - [E:311| 400]: Train Loss:0.0017918, Val MRR:0.39743, ice00001 +2023-05-23 05:22:24,900 - ice00001 - [INFO] - [E:160| 500]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 05:22:45,274 - ice00001 - [INFO] - [E:311| 500]: Train Loss:0.0017919, Val MRR:0.39743, ice00001 +2023-05-23 05:24:03,242 - ice00001 - [INFO] - [E:160| 600]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 05:24:26,171 - ice00001 - [INFO] - [E:311| 600]: Train Loss:0.001792, Val MRR:0.39743, ice00001 +2023-05-23 05:25:40,416 - ice00001 - [INFO] - [E:160| 700]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 05:26:05,045 - ice00001 - [INFO] - [E:311| 700]: Train Loss:0.0017918, Val MRR:0.39743, ice00001 +2023-05-23 05:27:17,595 - ice00001 - [INFO] - [E:160| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 05:27:35,505 - ice00001 - [INFO] - [E:311| 800]: Train Loss:0.0017929, Val MRR:0.39743, ice00001 +2023-05-23 05:28:44,618 - ice00001 - [INFO] - [E:160| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 05:29:15,799 - ice00001 - [INFO] - [E:311| 900]: Train Loss:0.0017931, Val MRR:0.39743, ice00001 +2023-05-23 05:29:54,154 - ice00001 - [INFO] - [Epoch:160]: Training Loss:0.002901 + +2023-05-23 05:29:54,487 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 05:30:17,492 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 05:30:26,528 - ice00001 - [INFO] - [Epoch:311]: Training Loss:0.001794 + +2023-05-23 05:30:27,035 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 05:30:39,842 - ice00001 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.09526, Head : 0.06905, Avg : 0.08216 + +2023-05-23 05:30:39,842 - ice00001 - [INFO] - [Epoch 160]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 05:30:40,983 - ice00001 - [INFO] - [E:161| 0]: Train Loss:0.0028982, Val MRR:0.08254, ice00001 +2023-05-23 05:30:49,831 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 05:31:12,226 - ice00001 - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.42211, Head : 0.37232, Avg : 0.39722 + +2023-05-23 05:31:12,227 - ice00001 - [INFO] - [Epoch 311]: Training Loss: 0.0017938, Valid MRR: 0.39743, + + + +2023-05-23 05:31:13,249 - ice00001 - [INFO] - [E:312| 0]: Train Loss:0.0017686, Val MRR:0.39743, ice00001 +2023-05-23 05:32:18,615 - ice00001 - [INFO] - [E:161| 100]: Train Loss:0.0028966, Val MRR:0.08254, ice00001 +2023-05-23 05:32:54,704 - ice00001 - [INFO] - [E:312| 100]: Train Loss:0.0017916, Val MRR:0.39743, ice00001 +2023-05-23 05:33:59,384 - ice00001 - [INFO] - [E:161| 200]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 05:34:37,579 - ice00001 - [INFO] - [E:312| 200]: Train Loss:0.0017919, Val MRR:0.39743, ice00001 +2023-05-23 05:35:36,886 - ice00001 - [INFO] - [E:161| 300]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 05:36:17,787 - ice00001 - [INFO] - [E:312| 300]: Train Loss:0.0017896, Val MRR:0.39743, ice00001 +2023-05-23 05:37:05,222 - ice00001 - [INFO] - [E:161| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 05:37:50,377 - ice00001 - [INFO] - [E:312| 400]: Train Loss:0.0017914, Val MRR:0.39743, ice00001 +2023-05-23 05:38:42,774 - ice00001 - [INFO] - [E:161| 500]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 05:39:30,524 - ice00001 - [INFO] - [E:312| 500]: Train Loss:0.0017914, Val MRR:0.39743, ice00001 +2023-05-23 05:40:19,775 - ice00001 - [INFO] - [E:161| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 05:41:09,165 - ice00001 - [INFO] - [E:312| 600]: Train Loss:0.0017916, Val MRR:0.39743, ice00001 +2023-05-23 05:41:56,837 - ice00001 - [INFO] - [E:161| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 05:42:49,423 - ice00001 - [INFO] - [E:312| 700]: Train Loss:0.0017917, Val MRR:0.39743, ice00001 +2023-05-23 05:43:34,418 - ice00001 - [INFO] - [E:161| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 05:44:30,146 - ice00001 - [INFO] - [E:312| 800]: Train Loss:0.0017925, Val MRR:0.39743, ice00001 +2023-05-23 05:45:05,674 - ice00001 - [INFO] - [E:161| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 05:46:00,581 - ice00001 - [INFO] - [E:312| 900]: Train Loss:0.0017928, Val MRR:0.39743, ice00001 +2023-05-23 05:46:10,348 - ice00001 - [INFO] - [Epoch:161]: Training Loss:0.002901 + +2023-05-23 05:46:10,821 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 05:46:33,033 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 05:46:54,934 - ice00001 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.09559, Head : 0.06905, Avg : 0.08232 + +2023-05-23 05:46:54,934 - ice00001 - [INFO] - [Epoch 161]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 05:46:55,724 - ice00001 - [INFO] - [E:162| 0]: Train Loss:0.0029533, Val MRR:0.08254, ice00001 +2023-05-23 05:47:10,940 - ice00001 - [INFO] - [Epoch:312]: Training Loss:0.001793 + +2023-05-23 05:47:11,452 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 05:47:34,166 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 05:47:56,626 - ice00001 - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.42109, Head : 0.3715, Avg : 0.3963 + +2023-05-23 05:47:56,626 - ice00001 - [INFO] - [Epoch 312]: Training Loss: 0.0017934, Valid MRR: 0.39743, + + + +2023-05-23 05:47:57,614 - ice00001 - [INFO] - [E:313| 0]: Train Loss:0.0018013, Val MRR:0.39743, ice00001 +2023-05-23 05:48:33,016 - ice00001 - [INFO] - [E:162| 100]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 05:49:38,123 - ice00001 - [INFO] - [E:313| 100]: Train Loss:0.0017854, Val MRR:0.39743, ice00001 +2023-05-23 05:50:10,510 - ice00001 - [INFO] - [E:162| 200]: Train Loss:0.0028982, Val MRR:0.08254, ice00001 +2023-05-23 05:51:18,638 - ice00001 - [INFO] - [E:313| 200]: Train Loss:0.0017878, Val MRR:0.39743, ice00001 +2023-05-23 05:51:47,705 - ice00001 - [INFO] - [E:162| 300]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-23 05:52:59,320 - ice00001 - [INFO] - [E:313| 300]: Train Loss:0.0017908, Val MRR:0.39743, ice00001 +2023-05-23 05:53:24,864 - ice00001 - [INFO] - [E:162| 400]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 05:54:29,606 - ice00001 - [INFO] - [E:313| 400]: Train Loss:0.0017916, Val MRR:0.39743, ice00001 +2023-05-23 05:54:51,597 - ice00001 - [INFO] - [E:162| 500]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-23 05:56:09,538 - ice00001 - [INFO] - [E:313| 500]: Train Loss:0.0017926, Val MRR:0.39743, ice00001 +2023-05-23 05:56:29,026 - ice00001 - [INFO] - [E:162| 600]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 05:57:50,399 - ice00001 - [INFO] - [E:313| 600]: Train Loss:0.0017918, Val MRR:0.39743, ice00001 +2023-05-23 05:58:07,801 - ice00001 - [INFO] - [E:162| 700]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 05:59:30,470 - ice00001 - [INFO] - [E:313| 700]: Train Loss:0.0017914, Val MRR:0.39743, ice00001 +2023-05-23 05:59:46,096 - ice00001 - [INFO] - [E:162| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 06:01:10,524 - ice00001 - [INFO] - [E:313| 800]: Train Loss:0.0017919, Val MRR:0.39743, ice00001 +2023-05-23 06:01:23,772 - ice00001 - [INFO] - [E:162| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 06:02:28,235 - ice00001 - [INFO] - [Epoch:162]: Training Loss:0.002902 + +2023-05-23 06:02:28,444 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:02:40,648 - ice00001 - [INFO] - [E:313| 900]: Train Loss:0.0017924, Val MRR:0.39743, ice00001 +2023-05-23 06:02:44,040 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:03:06,062 - ice00001 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.09351, Head : 0.06429, Avg : 0.0789 + +2023-05-23 06:03:06,062 - ice00001 - [INFO] - [Epoch 162]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 06:03:07,078 - ice00001 - [INFO] - [E:163| 0]: Train Loss:0.0028732, Val MRR:0.08254, ice00001 +2023-05-23 06:03:52,061 - ice00001 - [INFO] - [Epoch:313]: Training Loss:0.001793 + +2023-05-23 06:03:52,317 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:04:15,246 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:04:37,901 - ice00001 - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.42294, Head : 0.37213, Avg : 0.39754 + +2023-05-23 06:04:40,077 - ice00001 - [INFO] - [Epoch 313]: Training Loss: 0.0017926, Valid MRR: 0.39754, + + + +2023-05-23 06:04:41,288 - ice00001 - [INFO] - [E:314| 0]: Train Loss:0.0018127, Val MRR:0.39754, ice00001 +2023-05-23 06:04:43,494 - ice00001 - [INFO] - [E:163| 100]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 06:06:20,449 - ice00001 - [INFO] - [E:163| 200]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-23 06:06:21,927 - ice00001 - [INFO] - [E:314| 100]: Train Loss:0.0017912, Val MRR:0.39754, ice00001 +2023-05-23 06:07:57,785 - ice00001 - [INFO] - [E:163| 300]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 06:08:02,335 - ice00001 - [INFO] - [E:314| 200]: Train Loss:0.0017923, Val MRR:0.39754, ice00001 +2023-05-23 06:09:33,326 - ice00001 - [INFO] - [E:163| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 06:09:42,075 - ice00001 - [INFO] - [E:314| 300]: Train Loss:0.0017908, Val MRR:0.39754, ice00001 +2023-05-23 06:11:06,665 - ice00001 - [INFO] - [E:163| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 06:11:13,951 - ice00001 - [INFO] - [E:314| 400]: Train Loss:0.0017901, Val MRR:0.39754, ice00001 +2023-05-23 06:12:38,474 - ice00001 - [INFO] - [E:163| 600]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 06:12:53,734 - ice00001 - [INFO] - [E:314| 500]: Train Loss:0.0017907, Val MRR:0.39754, ice00001 +2023-05-23 06:14:15,860 - ice00001 - [INFO] - [E:163| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 06:14:34,371 - ice00001 - [INFO] - [E:314| 600]: Train Loss:0.0017913, Val MRR:0.39754, ice00001 +2023-05-23 06:15:53,637 - ice00001 - [INFO] - [E:163| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 06:16:14,562 - ice00001 - [INFO] - [E:314| 700]: Train Loss:0.0017913, Val MRR:0.39754, ice00001 +2023-05-23 06:17:31,441 - ice00001 - [INFO] - [E:163| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 06:17:54,841 - ice00001 - [INFO] - [E:314| 800]: Train Loss:0.0017918, Val MRR:0.39754, ice00001 +2023-05-23 06:18:40,566 - ice00001 - [INFO] - [Epoch:163]: Training Loss:0.002902 + +2023-05-23 06:18:40,903 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:19:03,423 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:19:25,659 - ice00001 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.09475, Head : 0.06953, Avg : 0.08214 + +2023-05-23 06:19:25,659 - ice00001 - [INFO] - [Epoch 163]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 06:19:26,766 - ice00001 - [INFO] - [E:164| 0]: Train Loss:0.0028341, Val MRR:0.08254, ice00001 +2023-05-23 06:19:35,675 - ice00001 - [INFO] - [E:314| 900]: Train Loss:0.0017921, Val MRR:0.39754, ice00001 +2023-05-23 06:20:36,669 - ice00001 - [INFO] - [Epoch:314]: Training Loss:0.001792 + +2023-05-23 06:20:37,175 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:20:54,667 - ice00001 - [INFO] - [E:164| 100]: Train Loss:0.0029052, Val MRR:0.08254, ice00001 +2023-05-23 06:21:00,154 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:21:22,740 - ice00001 - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.42126, Head : 0.3714, Avg : 0.39633 + +2023-05-23 06:21:22,740 - ice00001 - [INFO] - [Epoch 314]: Training Loss: 0.0017923, Valid MRR: 0.39754, + + + +2023-05-23 06:21:23,777 - ice00001 - [INFO] - [E:315| 0]: Train Loss:0.0017898, Val MRR:0.39754, ice00001 +2023-05-23 06:22:34,369 - ice00001 - [INFO] - [E:164| 200]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-23 06:23:06,297 - ice00001 - [INFO] - [E:315| 100]: Train Loss:0.0017918, Val MRR:0.39754, ice00001 +2023-05-23 06:24:10,851 - ice00001 - [INFO] - [E:164| 300]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 06:24:45,138 - ice00001 - [INFO] - [E:315| 200]: Train Loss:0.0017917, Val MRR:0.39754, ice00001 +2023-05-23 06:25:48,557 - ice00001 - [INFO] - [E:164| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-23 06:26:25,442 - ice00001 - [INFO] - [E:315| 300]: Train Loss:0.0017915, Val MRR:0.39754, ice00001 +2023-05-23 06:27:25,989 - ice00001 - [INFO] - [E:164| 500]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-23 06:28:06,065 - ice00001 - [INFO] - [E:315| 400]: Train Loss:0.0017913, Val MRR:0.39754, ice00001 +2023-05-23 06:28:53,042 - ice00001 - [INFO] - [E:164| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 06:29:36,723 - ice00001 - [INFO] - [E:315| 500]: Train Loss:0.0017916, Val MRR:0.39754, ice00001 +2023-05-23 06:30:30,285 - ice00001 - [INFO] - [E:164| 700]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 06:31:18,000 - ice00001 - [INFO] - [E:315| 600]: Train Loss:0.0017911, Val MRR:0.39754, ice00001 +2023-05-23 06:32:08,239 - ice00001 - [INFO] - [E:164| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 06:32:59,550 - ice00001 - [INFO] - [E:315| 700]: Train Loss:0.0017912, Val MRR:0.39754, ice00001 +2023-05-23 06:33:45,621 - ice00001 - [INFO] - [E:164| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 06:34:40,532 - ice00001 - [INFO] - [E:315| 800]: Train Loss:0.0017919, Val MRR:0.39754, ice00001 +2023-05-23 06:34:54,378 - ice00001 - [INFO] - [Epoch:164]: Training Loss:0.002902 + +2023-05-23 06:34:54,629 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:35:17,449 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:35:39,904 - ice00001 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.09571, Head : 0.06846, Avg : 0.08208 + +2023-05-23 06:35:39,904 - ice00001 - [INFO] - [Epoch 164]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 06:35:41,033 - ice00001 - [INFO] - [E:165| 0]: Train Loss:0.0028819, Val MRR:0.08254, ice00001 +2023-05-23 06:36:21,436 - ice00001 - [INFO] - [E:315| 900]: Train Loss:0.0017917, Val MRR:0.39754, ice00001 +2023-05-23 06:37:18,797 - ice00001 - [INFO] - [E:165| 100]: Train Loss:0.0028983, Val MRR:0.08254, ice00001 +2023-05-23 06:37:26,939 - ice00001 - [INFO] - [Epoch:315]: Training Loss:0.001792 + +2023-05-23 06:37:27,152 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:37:43,949 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:38:06,618 - ice00001 - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.42106, Head : 0.37341, Avg : 0.39723 + +2023-05-23 06:38:06,618 - ice00001 - [INFO] - [Epoch 315]: Training Loss: 0.001792, Valid MRR: 0.39754, + + + +2023-05-23 06:38:07,543 - ice00001 - [INFO] - [E:316| 0]: Train Loss:0.0017771, Val MRR:0.39754, ice00001 +2023-05-23 06:38:45,080 - ice00001 - [INFO] - [E:165| 200]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 06:39:47,383 - ice00001 - [INFO] - [E:316| 100]: Train Loss:0.001784, Val MRR:0.39754, ice00001 +2023-05-23 06:40:22,747 - ice00001 - [INFO] - [E:165| 300]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 06:41:28,677 - ice00001 - [INFO] - [E:316| 200]: Train Loss:0.0017855, Val MRR:0.39754, ice00001 +2023-05-23 06:42:00,393 - ice00001 - [INFO] - [E:165| 400]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 06:43:09,737 - ice00001 - [INFO] - [E:316| 300]: Train Loss:0.0017858, Val MRR:0.39754, ice00001 +2023-05-23 06:43:38,060 - ice00001 - [INFO] - [E:165| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 06:44:51,461 - ice00001 - [INFO] - [E:316| 400]: Train Loss:0.0017869, Val MRR:0.39754, ice00001 +2023-05-23 06:45:15,528 - ice00001 - [INFO] - [E:165| 600]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 06:46:22,025 - ice00001 - [INFO] - [E:316| 500]: Train Loss:0.0017884, Val MRR:0.39754, ice00001 +2023-05-23 06:46:43,008 - ice00001 - [INFO] - [E:165| 700]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 06:48:03,790 - ice00001 - [INFO] - [E:316| 600]: Train Loss:0.0017893, Val MRR:0.39754, ice00001 +2023-05-23 06:48:20,708 - ice00001 - [INFO] - [E:165| 800]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 06:49:45,244 - ice00001 - [INFO] - [E:316| 700]: Train Loss:0.0017902, Val MRR:0.39754, ice00001 +2023-05-23 06:49:58,743 - ice00001 - [INFO] - [E:165| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 06:51:07,386 - ice00001 - [INFO] - [Epoch:165]: Training Loss:0.002902 + +2023-05-23 06:51:07,743 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:51:26,644 - ice00001 - [INFO] - [E:316| 800]: Train Loss:0.001791, Val MRR:0.39754, ice00001 +2023-05-23 06:51:30,275 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:51:51,852 - ice00001 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.09535, Head : 0.069, Avg : 0.08217 + +2023-05-23 06:51:51,852 - ice00001 - [INFO] - [Epoch 165]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 06:51:52,969 - ice00001 - [INFO] - [E:166| 0]: Train Loss:0.0029156, Val MRR:0.08254, ice00001 +2023-05-23 06:53:05,714 - ice00001 - [INFO] - [E:316| 900]: Train Loss:0.0017914, Val MRR:0.39754, ice00001 +2023-05-23 06:53:29,093 - ice00001 - [INFO] - [E:166| 100]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-23 06:54:16,741 - ice00001 - [INFO] - [Epoch:316]: Training Loss:0.001791 + +2023-05-23 06:54:17,086 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 06:54:38,777 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 06:54:52,222 - ice00001 - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.42076, Head : 0.37082, Avg : 0.39579 + +2023-05-23 06:54:52,222 - ice00001 - [INFO] - [Epoch 316]: Training Loss: 0.0017911, Valid MRR: 0.39754, + + + +2023-05-23 06:54:52,873 - ice00001 - [INFO] - [E:317| 0]: Train Loss:0.0017691, Val MRR:0.39754, ice00001 +2023-05-23 06:54:56,494 - ice00001 - [INFO] - [E:166| 200]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 06:56:32,599 - ice00001 - [INFO] - [E:317| 100]: Train Loss:0.0017841, Val MRR:0.39754, ice00001 +2023-05-23 06:56:33,837 - ice00001 - [INFO] - [E:166| 300]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 06:58:11,419 - ice00001 - [INFO] - [E:166| 400]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 06:58:13,001 - ice00001 - [INFO] - [E:317| 200]: Train Loss:0.0017849, Val MRR:0.39754, ice00001 +2023-05-23 06:59:49,660 - ice00001 - [INFO] - [E:166| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 06:59:53,960 - ice00001 - [INFO] - [E:317| 300]: Train Loss:0.0017863, Val MRR:0.39754, ice00001 +2023-05-23 07:01:27,431 - ice00001 - [INFO] - [E:166| 600]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 07:01:35,095 - ice00001 - [INFO] - [E:317| 400]: Train Loss:0.0017864, Val MRR:0.39754, ice00001 +2023-05-23 07:03:05,320 - ice00001 - [INFO] - [E:166| 700]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 07:03:16,140 - ice00001 - [INFO] - [E:317| 500]: Train Loss:0.0017878, Val MRR:0.39754, ice00001 +2023-05-23 07:04:32,974 - ice00001 - [INFO] - [E:166| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 07:04:46,729 - ice00001 - [INFO] - [E:317| 600]: Train Loss:0.0017888, Val MRR:0.39754, ice00001 +2023-05-23 07:06:09,955 - ice00001 - [INFO] - [E:166| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 07:06:26,062 - ice00001 - [INFO] - [E:317| 700]: Train Loss:0.001789, Val MRR:0.39754, ice00001 +2023-05-23 07:07:18,157 - ice00001 - [INFO] - [Epoch:166]: Training Loss:0.002901 + +2023-05-23 07:07:18,408 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:07:40,556 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:08:02,739 - ice00001 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.09508, Head : 0.06927, Avg : 0.08217 + +2023-05-23 07:08:02,740 - ice00001 - [INFO] - [Epoch 166]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 07:08:03,623 - ice00001 - [INFO] - [E:167| 0]: Train Loss:0.0028862, Val MRR:0.08254, ice00001 +2023-05-23 07:08:05,405 - ice00001 - [INFO] - [E:317| 800]: Train Loss:0.0017895, Val MRR:0.39754, ice00001 +2023-05-23 07:09:42,736 - ice00001 - [INFO] - [E:167| 100]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 07:09:48,416 - ice00001 - [INFO] - [E:317| 900]: Train Loss:0.00179, Val MRR:0.39754, ice00001 +2023-05-23 07:10:59,120 - ice00001 - [INFO] - [Epoch:317]: Training Loss:0.001791 + +2023-05-23 07:10:59,613 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:11:21,627 - ice00001 - [INFO] - [E:167| 200]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 07:11:22,397 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:11:44,954 - ice00001 - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.42119, Head : 0.37213, Avg : 0.39666 + +2023-05-23 07:11:44,954 - ice00001 - [INFO] - [Epoch 317]: Training Loss: 0.0017908, Valid MRR: 0.39754, + + + +2023-05-23 07:11:46,051 - ice00001 - [INFO] - [E:318| 0]: Train Loss:0.0018186, Val MRR:0.39754, ice00001 +2023-05-23 07:12:49,057 - ice00001 - [INFO] - [E:167| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 07:13:16,777 - ice00001 - [INFO] - [E:318| 100]: Train Loss:0.001786, Val MRR:0.39754, ice00001 +2023-05-23 07:14:26,929 - ice00001 - [INFO] - [E:167| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 07:14:57,795 - ice00001 - [INFO] - [E:318| 200]: Train Loss:0.0017858, Val MRR:0.39754, ice00001 +2023-05-23 07:16:05,261 - ice00001 - [INFO] - [E:167| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 07:16:39,157 - ice00001 - [INFO] - [E:318| 300]: Train Loss:0.0017869, Val MRR:0.39754, ice00001 +2023-05-23 07:17:42,426 - ice00001 - [INFO] - [E:167| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 07:18:19,611 - ice00001 - [INFO] - [E:318| 400]: Train Loss:0.0017869, Val MRR:0.39754, ice00001 +2023-05-23 07:19:20,616 - ice00001 - [INFO] - [E:167| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 07:20:00,094 - ice00001 - [INFO] - [E:318| 500]: Train Loss:0.0017873, Val MRR:0.39754, ice00001 +2023-05-23 07:20:57,492 - ice00001 - [INFO] - [E:167| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 07:21:29,598 - ice00001 - [INFO] - [E:318| 600]: Train Loss:0.0017877, Val MRR:0.39754, ice00001 +2023-05-23 07:22:25,010 - ice00001 - [INFO] - [E:167| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 07:23:10,284 - ice00001 - [INFO] - [E:318| 700]: Train Loss:0.0017884, Val MRR:0.39754, ice00001 +2023-05-23 07:23:33,414 - ice00001 - [INFO] - [Epoch:167]: Training Loss:0.002901 + +2023-05-23 07:23:33,737 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:23:56,486 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:24:18,612 - ice00001 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.09452, Head : 0.0698, Avg : 0.08216 + +2023-05-23 07:24:18,612 - ice00001 - [INFO] - [Epoch 167]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 07:24:19,721 - ice00001 - [INFO] - [E:168| 0]: Train Loss:0.0029486, Val MRR:0.08254, ice00001 +2023-05-23 07:24:52,074 - ice00001 - [INFO] - [E:318| 800]: Train Loss:0.0017893, Val MRR:0.39754, ice00001 +2023-05-23 07:25:57,348 - ice00001 - [INFO] - [E:168| 100]: Train Loss:0.0028964, Val MRR:0.08254, ice00001 +2023-05-23 07:26:33,989 - ice00001 - [INFO] - [E:318| 900]: Train Loss:0.0017897, Val MRR:0.39754, ice00001 +2023-05-23 07:27:34,861 - ice00001 - [INFO] - [E:168| 200]: Train Loss:0.0028972, Val MRR:0.08254, ice00001 +2023-05-23 07:27:45,119 - ice00001 - [INFO] - [Epoch:318]: Training Loss:0.00179 + +2023-05-23 07:27:45,457 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:28:08,604 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:28:31,253 - ice00001 - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.42223, Head : 0.3721, Avg : 0.39717 + +2023-05-23 07:28:31,254 - ice00001 - [INFO] - [Epoch 318]: Training Loss: 0.0017898, Valid MRR: 0.39754, + + + +2023-05-23 07:28:32,186 - ice00001 - [INFO] - [E:319| 0]: Train Loss:0.001785, Val MRR:0.39754, ice00001 +2023-05-23 07:29:12,553 - ice00001 - [INFO] - [E:168| 300]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 07:30:03,171 - ice00001 - [INFO] - [E:319| 100]: Train Loss:0.0017867, Val MRR:0.39754, ice00001 +2023-05-23 07:30:39,886 - ice00001 - [INFO] - [E:168| 400]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 07:31:44,409 - ice00001 - [INFO] - [E:319| 200]: Train Loss:0.0017862, Val MRR:0.39754, ice00001 +2023-05-23 07:32:17,538 - ice00001 - [INFO] - [E:168| 500]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 07:33:25,863 - ice00001 - [INFO] - [E:319| 300]: Train Loss:0.0017867, Val MRR:0.39754, ice00001 +2023-05-23 07:33:55,681 - ice00001 - [INFO] - [E:168| 600]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 07:35:06,618 - ice00001 - [INFO] - [E:319| 400]: Train Loss:0.0017865, Val MRR:0.39754, ice00001 +2023-05-23 07:35:32,558 - ice00001 - [INFO] - [E:168| 700]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 07:36:46,359 - ice00001 - [INFO] - [E:319| 500]: Train Loss:0.0017873, Val MRR:0.39754, ice00001 +2023-05-23 07:37:09,281 - ice00001 - [INFO] - [E:168| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 07:38:24,885 - ice00001 - [INFO] - [E:319| 600]: Train Loss:0.0017876, Val MRR:0.39754, ice00001 +2023-05-23 07:38:36,825 - ice00001 - [INFO] - [E:168| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 07:39:45,816 - ice00001 - [INFO] - [Epoch:168]: Training Loss:0.002901 + +2023-05-23 07:39:46,172 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:39:59,365 - ice00001 - [INFO] - [E:319| 700]: Train Loss:0.0017879, Val MRR:0.39754, ice00001 +2023-05-23 07:40:08,758 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:40:30,886 - ice00001 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.09257, Head : 0.06378, Avg : 0.07817 + +2023-05-23 07:40:30,886 - ice00001 - [INFO] - [Epoch 168]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 07:40:31,966 - ice00001 - [INFO] - [E:169| 0]: Train Loss:0.0028986, Val MRR:0.08254, ice00001 +2023-05-23 07:41:39,969 - ice00001 - [INFO] - [E:319| 800]: Train Loss:0.0017889, Val MRR:0.39754, ice00001 +2023-05-23 07:42:09,234 - ice00001 - [INFO] - [E:169| 100]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 07:43:21,399 - ice00001 - [INFO] - [E:319| 900]: Train Loss:0.0017892, Val MRR:0.39754, ice00001 +2023-05-23 07:43:46,642 - ice00001 - [INFO] - [E:169| 200]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 07:44:32,343 - ice00001 - [INFO] - [Epoch:319]: Training Loss:0.001789 + +2023-05-23 07:44:32,848 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:44:56,088 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:45:18,640 - ice00001 - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.42112, Head : 0.37138, Avg : 0.39625 + MR: Tail : 322.84, Head : 336.53, Avg : 329.69 + Hit-1: Tail : 0.31302, Head : 0.26508, Avg : 0.28905 + Hit-3: Tail : 0.47554, Head : 0.42068, Avg : 0.44811 + Hit-10: Tail : 0.62896, Head : 0.58235, Avg : 0.60566 +2023-05-23 07:45:18,640 - ice00001 - [INFO] - [Epoch 319]: Training Loss: 0.0017892, Valid MRR: 0.39754, + + + +2023-05-23 07:45:19,403 - ice00001 - [INFO] - [E:320| 0]: Train Loss:0.001818, Val MRR:0.39754, ice00001 +2023-05-23 07:45:24,804 - ice00001 - [INFO] - [E:169| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 07:46:59,625 - ice00001 - [INFO] - [E:320| 100]: Train Loss:0.0017857, Val MRR:0.39754, ice00001 +2023-05-23 07:47:02,353 - ice00001 - [INFO] - [E:169| 400]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 07:48:30,045 - ice00001 - [INFO] - [E:169| 500]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 07:48:30,996 - ice00001 - [INFO] - [E:320| 200]: Train Loss:0.0017869, Val MRR:0.39754, ice00001 +2023-05-23 07:50:06,693 - ice00001 - [INFO] - [E:169| 600]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 07:50:11,439 - ice00001 - [INFO] - [E:320| 300]: Train Loss:0.0017861, Val MRR:0.39754, ice00001 +2023-05-23 07:51:43,508 - ice00001 - [INFO] - [E:169| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 07:51:51,296 - ice00001 - [INFO] - [E:320| 400]: Train Loss:0.0017863, Val MRR:0.39754, ice00001 +2023-05-23 07:53:20,802 - ice00001 - [INFO] - [E:169| 800]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 07:53:32,340 - ice00001 - [INFO] - [E:320| 500]: Train Loss:0.0017869, Val MRR:0.39754, ice00001 +2023-05-23 07:54:57,788 - ice00001 - [INFO] - [E:169| 900]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 07:55:13,395 - ice00001 - [INFO] - [E:320| 600]: Train Loss:0.0017874, Val MRR:0.39754, ice00001 +2023-05-23 07:55:59,878 - ice00001 - [INFO] - [Epoch:169]: Training Loss:0.002901 + +2023-05-23 07:56:00,087 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 07:56:18,371 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 07:56:40,893 - ice00001 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.09452, Head : 0.06961, Avg : 0.08207 + MR: Tail : 830.41, Head : 994.53, Avg : 912.47 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09892, Head : 0.06142, Avg : 0.08017 + Hit-10: Tail : 0.21022, Head : 0.15864, Avg : 0.18443 +2023-05-23 07:56:40,893 - ice00001 - [INFO] - [Epoch 169]: Training Loss: 0.0029013, Valid MRR: 0.08254, + + + +2023-05-23 07:56:41,996 - ice00001 - [INFO] - [E:170| 0]: Train Loss:0.0029116, Val MRR:0.08254, ice00001 +2023-05-23 07:56:44,364 - ice00001 - [INFO] - [E:320| 700]: Train Loss:0.0017878, Val MRR:0.39754, ice00001 +2023-05-23 07:58:22,407 - ice00001 - [INFO] - [E:170| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 07:58:28,218 - ice00001 - [INFO] - [E:320| 800]: Train Loss:0.0017879, Val MRR:0.39754, ice00001 +2023-05-23 08:00:00,075 - ice00001 - [INFO] - [E:170| 200]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 08:00:09,592 - ice00001 - [INFO] - [E:320| 900]: Train Loss:0.0017884, Val MRR:0.39754, ice00001 +2023-05-23 08:01:20,977 - ice00001 - [INFO] - [Epoch:320]: Training Loss:0.001789 + +2023-05-23 08:01:21,484 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:01:37,229 - ice00001 - [INFO] - [E:170| 300]: Train Loss:0.0029043, Val MRR:0.08254, ice00001 +2023-05-23 08:01:44,336 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:02:06,870 - ice00001 - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.42281, Head : 0.37346, Avg : 0.39813 + +2023-05-23 08:02:09,205 - ice00001 - [INFO] - [Epoch 320]: Training Loss: 0.001789, Valid MRR: 0.39813, + + + +2023-05-23 08:02:10,610 - ice00001 - [INFO] - [E:321| 0]: Train Loss:0.0017858, Val MRR:0.39813, ice00001 +2023-05-23 08:03:15,023 - ice00001 - [INFO] - [E:170| 400]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 08:03:51,190 - ice00001 - [INFO] - [E:321| 100]: Train Loss:0.001786, Val MRR:0.39813, ice00001 +2023-05-23 08:04:47,231 - ice00001 - [INFO] - [E:170| 500]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 08:05:20,673 - ice00001 - [INFO] - [E:321| 200]: Train Loss:0.0017879, Val MRR:0.39813, ice00001 +2023-05-23 08:06:18,796 - ice00001 - [INFO] - [E:170| 600]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 08:07:01,123 - ice00001 - [INFO] - [E:321| 300]: Train Loss:0.0017865, Val MRR:0.39813, ice00001 +2023-05-23 08:07:57,089 - ice00001 - [INFO] - [E:170| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 08:08:42,532 - ice00001 - [INFO] - [E:321| 400]: Train Loss:0.0017875, Val MRR:0.39813, ice00001 +2023-05-23 08:09:34,616 - ice00001 - [INFO] - [E:170| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 08:10:23,305 - ice00001 - [INFO] - [E:321| 500]: Train Loss:0.001787, Val MRR:0.39813, ice00001 +2023-05-23 08:11:11,716 - ice00001 - [INFO] - [E:170| 900]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 08:12:04,702 - ice00001 - [INFO] - [E:321| 600]: Train Loss:0.0017873, Val MRR:0.39813, ice00001 +2023-05-23 08:12:20,169 - ice00001 - [INFO] - [Epoch:170]: Training Loss:0.002901 + +2023-05-23 08:12:20,612 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:12:43,225 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:13:05,446 - ice00001 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.09485, Head : 0.06876, Avg : 0.0818 + +2023-05-23 08:13:05,446 - ice00001 - [INFO] - [Epoch 170]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 08:13:06,258 - ice00001 - [INFO] - [E:171| 0]: Train Loss:0.002916, Val MRR:0.08254, ice00001 +2023-05-23 08:13:37,223 - ice00001 - [INFO] - [E:321| 700]: Train Loss:0.0017873, Val MRR:0.39813, ice00001 +2023-05-23 08:14:33,495 - ice00001 - [INFO] - [E:171| 100]: Train Loss:0.0029043, Val MRR:0.08254, ice00001 +2023-05-23 08:15:15,670 - ice00001 - [INFO] - [E:321| 800]: Train Loss:0.0017875, Val MRR:0.39813, ice00001 +2023-05-23 08:16:11,535 - ice00001 - [INFO] - [E:171| 200]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-23 08:16:55,702 - ice00001 - [INFO] - [E:321| 900]: Train Loss:0.0017881, Val MRR:0.39813, ice00001 +2023-05-23 08:17:49,012 - ice00001 - [INFO] - [E:171| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 08:18:06,203 - ice00001 - [INFO] - [Epoch:321]: Training Loss:0.001789 + +2023-05-23 08:18:06,460 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:18:29,429 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:18:51,650 - ice00001 - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.42277, Head : 0.37206, Avg : 0.39741 + +2023-05-23 08:18:51,650 - ice00001 - [INFO] - [Epoch 321]: Training Loss: 0.0017887, Valid MRR: 0.39813, + + + +2023-05-23 08:18:52,727 - ice00001 - [INFO] - [E:322| 0]: Train Loss:0.0017922, Val MRR:0.39813, ice00001 +2023-05-23 08:19:25,580 - ice00001 - [INFO] - [E:171| 400]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 08:20:32,296 - ice00001 - [INFO] - [E:322| 100]: Train Loss:0.0017854, Val MRR:0.39813, ice00001 +2023-05-23 08:21:02,679 - ice00001 - [INFO] - [E:171| 500]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 08:22:07,576 - ice00001 - [INFO] - [E:322| 200]: Train Loss:0.0017831, Val MRR:0.39813, ice00001 +2023-05-23 08:22:30,483 - ice00001 - [INFO] - [E:171| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 08:23:44,551 - ice00001 - [INFO] - [E:322| 300]: Train Loss:0.0017843, Val MRR:0.39813, ice00001 +2023-05-23 08:24:08,343 - ice00001 - [INFO] - [E:171| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 08:25:26,064 - ice00001 - [INFO] - [E:322| 400]: Train Loss:0.0017852, Val MRR:0.39813, ice00001 +2023-05-23 08:25:46,437 - ice00001 - [INFO] - [E:171| 800]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 08:27:07,594 - ice00001 - [INFO] - [E:322| 500]: Train Loss:0.0017858, Val MRR:0.39813, ice00001 +2023-05-23 08:27:24,087 - ice00001 - [INFO] - [E:171| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 08:28:32,724 - ice00001 - [INFO] - [Epoch:171]: Training Loss:0.002901 + +2023-05-23 08:28:33,049 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:28:48,781 - ice00001 - [INFO] - [E:322| 600]: Train Loss:0.0017866, Val MRR:0.39813, ice00001 +2023-05-23 08:28:56,045 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:29:18,425 - ice00001 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.09275, Head : 0.07023, Avg : 0.08149 + +2023-05-23 08:29:18,425 - ice00001 - [INFO] - [Epoch 171]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 08:29:19,550 - ice00001 - [INFO] - [E:172| 0]: Train Loss:0.0029421, Val MRR:0.08254, ice00001 +2023-05-23 08:30:30,930 - ice00001 - [INFO] - [E:322| 700]: Train Loss:0.0017869, Val MRR:0.39813, ice00001 +2023-05-23 08:30:54,496 - ice00001 - [INFO] - [E:172| 100]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 08:32:01,746 - ice00001 - [INFO] - [E:322| 800]: Train Loss:0.0017875, Val MRR:0.39813, ice00001 +2023-05-23 08:32:25,656 - ice00001 - [INFO] - [E:172| 200]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-23 08:33:41,108 - ice00001 - [INFO] - [E:322| 900]: Train Loss:0.0017878, Val MRR:0.39813, ice00001 +2023-05-23 08:34:01,996 - ice00001 - [INFO] - [E:172| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 08:34:50,872 - ice00001 - [INFO] - [Epoch:322]: Training Loss:0.001788 + +2023-05-23 08:34:51,362 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:35:14,380 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:35:36,658 - ice00001 - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.42142, Head : 0.37284, Avg : 0.39713 + +2023-05-23 08:35:36,658 - ice00001 - [INFO] - [Epoch 322]: Training Loss: 0.0017884, Valid MRR: 0.39813, + + + +2023-05-23 08:35:37,700 - ice00001 - [INFO] - [E:323| 0]: Train Loss:0.0018222, Val MRR:0.39813, ice00001 +2023-05-23 08:35:39,742 - ice00001 - [INFO] - [E:172| 400]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-23 08:37:18,270 - ice00001 - [INFO] - [E:323| 100]: Train Loss:0.0017803, Val MRR:0.39813, ice00001 +2023-05-23 08:37:18,276 - ice00001 - [INFO] - [E:172| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 08:38:56,408 - ice00001 - [INFO] - [E:172| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 08:38:59,026 - ice00001 - [INFO] - [E:323| 200]: Train Loss:0.0017826, Val MRR:0.39813, ice00001 +2023-05-23 08:40:23,733 - ice00001 - [INFO] - [E:172| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 08:40:30,138 - ice00001 - [INFO] - [E:323| 300]: Train Loss:0.001785, Val MRR:0.39813, ice00001 +2023-05-23 08:42:00,603 - ice00001 - [INFO] - [E:172| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 08:42:11,797 - ice00001 - [INFO] - [E:323| 400]: Train Loss:0.0017847, Val MRR:0.39813, ice00001 +2023-05-23 08:43:38,116 - ice00001 - [INFO] - [E:172| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 08:43:53,605 - ice00001 - [INFO] - [E:323| 500]: Train Loss:0.0017845, Val MRR:0.39813, ice00001 +2023-05-23 08:44:46,291 - ice00001 - [INFO] - [Epoch:172]: Training Loss:0.002902 + +2023-05-23 08:44:46,626 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:45:09,178 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:45:31,589 - ice00001 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.09339, Head : 0.06968, Avg : 0.08154 + +2023-05-23 08:45:31,589 - ice00001 - [INFO] - [Epoch 172]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 08:45:32,674 - ice00001 - [INFO] - [E:173| 0]: Train Loss:0.0029126, Val MRR:0.08254, ice00001 +2023-05-23 08:45:35,679 - ice00001 - [INFO] - [E:323| 600]: Train Loss:0.0017842, Val MRR:0.39813, ice00001 +2023-05-23 08:47:13,184 - ice00001 - [INFO] - [E:173| 100]: Train Loss:0.0029073, Val MRR:0.08254, ice00001 +2023-05-23 08:47:19,520 - ice00001 - [INFO] - [E:323| 700]: Train Loss:0.0017847, Val MRR:0.39813, ice00001 +2023-05-23 08:48:39,725 - ice00001 - [INFO] - [E:173| 200]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 08:48:48,838 - ice00001 - [INFO] - [E:323| 800]: Train Loss:0.0017866, Val MRR:0.39813, ice00001 +2023-05-23 08:50:15,722 - ice00001 - [INFO] - [E:173| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 08:50:28,272 - ice00001 - [INFO] - [E:323| 900]: Train Loss:0.0017873, Val MRR:0.39813, ice00001 +2023-05-23 08:51:37,713 - ice00001 - [INFO] - [Epoch:323]: Training Loss:0.001788 + +2023-05-23 08:51:38,099 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 08:51:52,218 - ice00001 - [INFO] - [E:173| 400]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 08:52:00,770 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 08:52:23,161 - ice00001 - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.42098, Head : 0.37253, Avg : 0.39676 + +2023-05-23 08:52:23,161 - ice00001 - [INFO] - [Epoch 323]: Training Loss: 0.0017878, Valid MRR: 0.39813, + + + +2023-05-23 08:52:24,008 - ice00001 - [INFO] - [E:324| 0]: Train Loss:0.0018071, Val MRR:0.39813, ice00001 +2023-05-23 08:53:28,325 - ice00001 - [INFO] - [E:173| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 08:54:02,756 - ice00001 - [INFO] - [E:324| 100]: Train Loss:0.0017794, Val MRR:0.39813, ice00001 +2023-05-23 08:55:04,637 - ice00001 - [INFO] - [E:173| 600]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 08:55:41,492 - ice00001 - [INFO] - [E:324| 200]: Train Loss:0.0017823, Val MRR:0.39813, ice00001 +2023-05-23 08:56:39,605 - ice00001 - [INFO] - [E:173| 700]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 08:57:10,375 - ice00001 - [INFO] - [E:324| 300]: Train Loss:0.0017833, Val MRR:0.39813, ice00001 +2023-05-23 08:58:07,790 - ice00001 - [INFO] - [E:173| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 08:58:48,687 - ice00001 - [INFO] - [E:324| 400]: Train Loss:0.0017833, Val MRR:0.39813, ice00001 +2023-05-23 08:59:44,699 - ice00001 - [INFO] - [E:173| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 09:00:27,209 - ice00001 - [INFO] - [E:324| 500]: Train Loss:0.0017838, Val MRR:0.39813, ice00001 +2023-05-23 09:00:52,886 - ice00001 - [INFO] - [Epoch:173]: Training Loss:0.002901 + +2023-05-23 09:00:53,135 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:01:15,507 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:01:37,621 - ice00001 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.09445, Head : 0.06949, Avg : 0.08197 + +2023-05-23 09:01:37,621 - ice00001 - [INFO] - [Epoch 173]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 09:01:38,749 - ice00001 - [INFO] - [E:174| 0]: Train Loss:0.0028754, Val MRR:0.08254, ice00001 +2023-05-23 09:02:04,965 - ice00001 - [INFO] - [E:324| 600]: Train Loss:0.0017854, Val MRR:0.39813, ice00001 +2023-05-23 09:03:16,291 - ice00001 - [INFO] - [E:174| 100]: Train Loss:0.0029042, Val MRR:0.08254, ice00001 +2023-05-23 09:03:42,787 - ice00001 - [INFO] - [E:324| 700]: Train Loss:0.0017854, Val MRR:0.39813, ice00001 +2023-05-23 09:04:51,820 - ice00001 - [INFO] - [E:174| 200]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 09:05:11,482 - ice00001 - [INFO] - [E:324| 800]: Train Loss:0.0017854, Val MRR:0.39813, ice00001 +2023-05-23 09:06:20,012 - ice00001 - [INFO] - [E:174| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 09:06:50,668 - ice00001 - [INFO] - [E:324| 900]: Train Loss:0.0017864, Val MRR:0.39813, ice00001 +2023-05-23 09:07:56,331 - ice00001 - [INFO] - [E:174| 400]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 09:08:00,965 - ice00001 - [INFO] - [Epoch:324]: Training Loss:0.001787 + +2023-05-23 09:08:01,434 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:08:23,986 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:08:45,976 - ice00001 - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.42115, Head : 0.37286, Avg : 0.397 + +2023-05-23 09:08:45,977 - ice00001 - [INFO] - [Epoch 324]: Training Loss: 0.0017869, Valid MRR: 0.39813, + + + +2023-05-23 09:08:47,048 - ice00001 - [INFO] - [E:325| 0]: Train Loss:0.0018035, Val MRR:0.39813, ice00001 +2023-05-23 09:09:32,588 - ice00001 - [INFO] - [E:174| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 09:10:25,559 - ice00001 - [INFO] - [E:325| 100]: Train Loss:0.0017791, Val MRR:0.39813, ice00001 +2023-05-23 09:11:09,401 - ice00001 - [INFO] - [E:174| 600]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 09:12:03,572 - ice00001 - [INFO] - [E:325| 200]: Train Loss:0.0017835, Val MRR:0.39813, ice00001 +2023-05-23 09:12:45,287 - ice00001 - [INFO] - [E:174| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 09:13:32,389 - ice00001 - [INFO] - [E:325| 300]: Train Loss:0.001783, Val MRR:0.39813, ice00001 +2023-05-23 09:14:11,518 - ice00001 - [INFO] - [E:174| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 09:15:11,482 - ice00001 - [INFO] - [E:325| 400]: Train Loss:0.0017838, Val MRR:0.39813, ice00001 +2023-05-23 09:15:47,456 - ice00001 - [INFO] - [E:174| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 09:16:50,556 - ice00001 - [INFO] - [E:325| 500]: Train Loss:0.0017844, Val MRR:0.39813, ice00001 +2023-05-23 09:16:54,557 - ice00001 - [INFO] - [Epoch:174]: Training Loss:0.002902 + +2023-05-23 09:16:55,055 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:17:16,970 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:17:38,973 - ice00001 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.09336, Head : 0.07002, Avg : 0.08169 + +2023-05-23 09:17:38,973 - ice00001 - [INFO] - [Epoch 174]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 09:17:39,935 - ice00001 - [INFO] - [E:175| 0]: Train Loss:0.0028777, Val MRR:0.08254, ice00001 +2023-05-23 09:18:29,422 - ice00001 - [INFO] - [E:325| 600]: Train Loss:0.0017843, Val MRR:0.39813, ice00001 +2023-05-23 09:19:16,133 - ice00001 - [INFO] - [E:175| 100]: Train Loss:0.0029062, Val MRR:0.08254, ice00001 +2023-05-23 09:20:09,089 - ice00001 - [INFO] - [E:325| 700]: Train Loss:0.0017852, Val MRR:0.39813, ice00001 +2023-05-23 09:20:52,343 - ice00001 - [INFO] - [E:175| 200]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 09:21:38,374 - ice00001 - [INFO] - [E:325| 800]: Train Loss:0.0017859, Val MRR:0.39813, ice00001 +2023-05-23 09:22:18,709 - ice00001 - [INFO] - [E:175| 300]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 09:23:17,377 - ice00001 - [INFO] - [E:325| 900]: Train Loss:0.0017863, Val MRR:0.39813, ice00001 +2023-05-23 09:23:54,568 - ice00001 - [INFO] - [E:175| 400]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 09:24:26,799 - ice00001 - [INFO] - [Epoch:325]: Training Loss:0.001787 + +2023-05-23 09:24:27,293 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:24:49,837 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:25:12,431 - ice00001 - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.41939, Head : 0.37307, Avg : 0.39623 + +2023-05-23 09:25:12,431 - ice00001 - [INFO] - [Epoch 325]: Training Loss: 0.0017866, Valid MRR: 0.39813, + + + +2023-05-23 09:25:13,214 - ice00001 - [INFO] - [E:326| 0]: Train Loss:0.0017386, Val MRR:0.39813, ice00001 +2023-05-23 09:25:30,398 - ice00001 - [INFO] - [E:175| 500]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 09:26:53,092 - ice00001 - [INFO] - [E:326| 100]: Train Loss:0.0017788, Val MRR:0.39813, ice00001 +2023-05-23 09:27:06,324 - ice00001 - [INFO] - [E:175| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 09:28:33,051 - ice00001 - [INFO] - [E:326| 200]: Train Loss:0.0017795, Val MRR:0.39813, ice00001 +2023-05-23 09:28:41,959 - ice00001 - [INFO] - [E:175| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 09:30:02,868 - ice00001 - [INFO] - [E:326| 300]: Train Loss:0.0017814, Val MRR:0.39813, ice00001 +2023-05-23 09:30:08,018 - ice00001 - [INFO] - [E:175| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 09:31:42,276 - ice00001 - [INFO] - [E:326| 400]: Train Loss:0.0017836, Val MRR:0.39813, ice00001 +2023-05-23 09:31:43,954 - ice00001 - [INFO] - [E:175| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 09:32:55,335 - ice00001 - [INFO] - [Epoch:175]: Training Loss:0.002901 + +2023-05-23 09:32:55,802 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:33:17,558 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:33:24,911 - ice00001 - [INFO] - [E:326| 500]: Train Loss:0.001784, Val MRR:0.39813, ice00001 +2023-05-23 09:33:39,495 - ice00001 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.09547, Head : 0.06857, Avg : 0.08202 + +2023-05-23 09:33:39,495 - ice00001 - [INFO] - [Epoch 175]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 09:33:40,305 - ice00001 - [INFO] - [E:176| 0]: Train Loss:0.0029081, Val MRR:0.08254, ice00001 +2023-05-23 09:35:03,839 - ice00001 - [INFO] - [E:326| 600]: Train Loss:0.0017845, Val MRR:0.39813, ice00001 +2023-05-23 09:35:16,685 - ice00001 - [INFO] - [E:176| 100]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 09:36:41,966 - ice00001 - [INFO] - [E:326| 700]: Train Loss:0.0017849, Val MRR:0.39813, ice00001 +2023-05-23 09:36:52,903 - ice00001 - [INFO] - [E:176| 200]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 09:38:11,243 - ice00001 - [INFO] - [E:326| 800]: Train Loss:0.0017856, Val MRR:0.39813, ice00001 +2023-05-23 09:38:19,184 - ice00001 - [INFO] - [E:176| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 09:39:49,673 - ice00001 - [INFO] - [E:326| 900]: Train Loss:0.0017863, Val MRR:0.39813, ice00001 +2023-05-23 09:39:55,247 - ice00001 - [INFO] - [E:176| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 09:40:59,271 - ice00001 - [INFO] - [Epoch:326]: Training Loss:0.001786 + +2023-05-23 09:40:59,532 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:41:22,191 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:41:31,730 - ice00001 - [INFO] - [E:176| 500]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 09:41:44,635 - ice00001 - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.41966, Head : 0.3721, Avg : 0.39588 + +2023-05-23 09:41:44,635 - ice00001 - [INFO] - [Epoch 326]: Training Loss: 0.0017864, Valid MRR: 0.39813, + + + +2023-05-23 09:41:45,744 - ice00001 - [INFO] - [E:327| 0]: Train Loss:0.0017469, Val MRR:0.39813, ice00001 +2023-05-23 09:43:08,743 - ice00001 - [INFO] - [E:176| 600]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 09:43:24,287 - ice00001 - [INFO] - [E:327| 100]: Train Loss:0.0017755, Val MRR:0.39813, ice00001 +2023-05-23 09:44:45,887 - ice00001 - [INFO] - [E:176| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 09:45:02,283 - ice00001 - [INFO] - [E:327| 200]: Train Loss:0.0017807, Val MRR:0.39813, ice00001 +2023-05-23 09:46:14,574 - ice00001 - [INFO] - [E:176| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 09:46:31,571 - ice00001 - [INFO] - [E:327| 300]: Train Loss:0.0017819, Val MRR:0.39813, ice00001 +2023-05-23 09:47:48,169 - ice00001 - [INFO] - [E:176| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 09:48:10,451 - ice00001 - [INFO] - [E:327| 400]: Train Loss:0.0017819, Val MRR:0.39813, ice00001 +2023-05-23 09:48:56,042 - ice00001 - [INFO] - [Epoch:176]: Training Loss:0.002901 + +2023-05-23 09:48:56,293 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:49:18,625 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:49:40,454 - ice00001 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.09319, Head : 0.06945, Avg : 0.08132 + +2023-05-23 09:49:40,455 - ice00001 - [INFO] - [Epoch 176]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 09:49:41,576 - ice00001 - [INFO] - [E:177| 0]: Train Loss:0.0029397, Val MRR:0.08254, ice00001 +2023-05-23 09:49:48,824 - ice00001 - [INFO] - [E:327| 500]: Train Loss:0.0017824, Val MRR:0.39813, ice00001 +2023-05-23 09:51:17,807 - ice00001 - [INFO] - [E:177| 100]: Train Loss:0.0029097, Val MRR:0.08254, ice00001 +2023-05-23 09:51:28,249 - ice00001 - [INFO] - [E:327| 600]: Train Loss:0.0017828, Val MRR:0.39813, ice00001 +2023-05-23 09:52:53,811 - ice00001 - [INFO] - [E:177| 200]: Train Loss:0.0029044, Val MRR:0.08254, ice00001 +2023-05-23 09:53:07,467 - ice00001 - [INFO] - [E:327| 700]: Train Loss:0.0017836, Val MRR:0.39813, ice00001 +2023-05-23 09:54:24,360 - ice00001 - [INFO] - [E:177| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 09:54:36,753 - ice00001 - [INFO] - [E:327| 800]: Train Loss:0.0017841, Val MRR:0.39813, ice00001 +2023-05-23 09:55:57,255 - ice00001 - [INFO] - [E:177| 400]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 09:56:15,731 - ice00001 - [INFO] - [E:327| 900]: Train Loss:0.0017851, Val MRR:0.39813, ice00001 +2023-05-23 09:57:25,676 - ice00001 - [INFO] - [Epoch:327]: Training Loss:0.001786 + +2023-05-23 09:57:26,141 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 09:57:33,580 - ice00001 - [INFO] - [E:177| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 09:57:48,448 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 09:58:10,556 - ice00001 - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.42029, Head : 0.37337, Avg : 0.39683 + +2023-05-23 09:58:10,556 - ice00001 - [INFO] - [Epoch 327]: Training Loss: 0.0017855, Valid MRR: 0.39813, + + + +2023-05-23 09:58:11,603 - ice00001 - [INFO] - [E:328| 0]: Train Loss:0.0017999, Val MRR:0.39813, ice00001 +2023-05-23 09:59:09,822 - ice00001 - [INFO] - [E:177| 600]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 09:59:50,756 - ice00001 - [INFO] - [E:328| 100]: Train Loss:0.0017804, Val MRR:0.39813, ice00001 +2023-05-23 10:00:46,001 - ice00001 - [INFO] - [E:177| 700]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 10:01:29,783 - ice00001 - [INFO] - [E:328| 200]: Train Loss:0.0017819, Val MRR:0.39813, ice00001 +2023-05-23 10:02:22,312 - ice00001 - [INFO] - [E:177| 800]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 10:02:59,426 - ice00001 - [INFO] - [E:328| 300]: Train Loss:0.0017825, Val MRR:0.39813, ice00001 +2023-05-23 10:03:48,718 - ice00001 - [INFO] - [E:177| 900]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 10:04:39,113 - ice00001 - [INFO] - [E:328| 400]: Train Loss:0.0017826, Val MRR:0.39813, ice00001 +2023-05-23 10:04:56,700 - ice00001 - [INFO] - [Epoch:177]: Training Loss:0.002902 + +2023-05-23 10:04:57,162 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:05:19,206 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:05:40,950 - ice00001 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.09463, Head : 0.06937, Avg : 0.082 + +2023-05-23 10:05:40,950 - ice00001 - [INFO] - [Epoch 177]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 10:05:42,069 - ice00001 - [INFO] - [E:178| 0]: Train Loss:0.0029154, Val MRR:0.08254, ice00001 +2023-05-23 10:06:18,576 - ice00001 - [INFO] - [E:328| 500]: Train Loss:0.0017826, Val MRR:0.39813, ice00001 +2023-05-23 10:07:18,752 - ice00001 - [INFO] - [E:178| 100]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 10:07:56,723 - ice00001 - [INFO] - [E:328| 600]: Train Loss:0.0017823, Val MRR:0.39813, ice00001 +2023-05-23 10:08:55,692 - ice00001 - [INFO] - [E:178| 200]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 10:09:35,615 - ice00001 - [INFO] - [E:328| 700]: Train Loss:0.0017824, Val MRR:0.39813, ice00001 +2023-05-23 10:10:32,548 - ice00001 - [INFO] - [E:178| 300]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 10:11:04,549 - ice00001 - [INFO] - [E:328| 800]: Train Loss:0.0017833, Val MRR:0.39813, ice00001 +2023-05-23 10:11:59,310 - ice00001 - [INFO] - [E:178| 400]: Train Loss:0.0029005, Val MRR:0.08254, ice00001 +2023-05-23 10:12:43,069 - ice00001 - [INFO] - [E:328| 900]: Train Loss:0.0017845, Val MRR:0.39813, ice00001 +2023-05-23 10:13:35,968 - ice00001 - [INFO] - [E:178| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 10:13:52,328 - ice00001 - [INFO] - [Epoch:328]: Training Loss:0.001785 + +2023-05-23 10:13:52,715 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:14:15,288 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:14:37,825 - ice00001 - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.42124, Head : 0.37235, Avg : 0.3968 + +2023-05-23 10:14:37,826 - ice00001 - [INFO] - [Epoch 328]: Training Loss: 0.0017849, Valid MRR: 0.39813, + + + +2023-05-23 10:14:38,797 - ice00001 - [INFO] - [E:329| 0]: Train Loss:0.0017721, Val MRR:0.39813, ice00001 +2023-05-23 10:15:12,063 - ice00001 - [INFO] - [E:178| 600]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:16:18,231 - ice00001 - [INFO] - [E:329| 100]: Train Loss:0.0017765, Val MRR:0.39813, ice00001 +2023-05-23 10:16:48,783 - ice00001 - [INFO] - [E:178| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 10:18:00,276 - ice00001 - [INFO] - [E:329| 200]: Train Loss:0.0017783, Val MRR:0.39813, ice00001 +2023-05-23 10:18:28,065 - ice00001 - [INFO] - [E:178| 800]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:19:29,354 - ice00001 - [INFO] - [E:329| 300]: Train Loss:0.0017806, Val MRR:0.39813, ice00001 +2023-05-23 10:19:54,676 - ice00001 - [INFO] - [E:178| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 10:21:02,739 - ice00001 - [INFO] - [Epoch:178]: Training Loss:0.002901 + +2023-05-23 10:21:03,162 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:21:07,825 - ice00001 - [INFO] - [E:329| 400]: Train Loss:0.001782, Val MRR:0.39813, ice00001 +2023-05-23 10:21:25,309 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:21:47,383 - ice00001 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.09372, Head : 0.06939, Avg : 0.08156 + +2023-05-23 10:21:47,383 - ice00001 - [INFO] - [Epoch 178]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 10:21:48,470 - ice00001 - [INFO] - [E:179| 0]: Train Loss:0.0029285, Val MRR:0.08254, ice00001 +2023-05-23 10:22:45,898 - ice00001 - [INFO] - [E:329| 500]: Train Loss:0.0017819, Val MRR:0.39813, ice00001 +2023-05-23 10:23:24,800 - ice00001 - [INFO] - [E:179| 100]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 10:24:24,649 - ice00001 - [INFO] - [E:329| 600]: Train Loss:0.0017828, Val MRR:0.39813, ice00001 +2023-05-23 10:25:00,452 - ice00001 - [INFO] - [E:179| 200]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-23 10:26:03,694 - ice00001 - [INFO] - [E:329| 700]: Train Loss:0.0017834, Val MRR:0.39813, ice00001 +2023-05-23 10:26:36,618 - ice00001 - [INFO] - [E:179| 300]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 10:27:32,998 - ice00001 - [INFO] - [E:329| 800]: Train Loss:0.001784, Val MRR:0.39813, ice00001 +2023-05-23 10:28:02,879 - ice00001 - [INFO] - [E:179| 400]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 10:29:12,601 - ice00001 - [INFO] - [E:329| 900]: Train Loss:0.0017846, Val MRR:0.39813, ice00001 +2023-05-23 10:29:39,028 - ice00001 - [INFO] - [E:179| 500]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 10:30:22,559 - ice00001 - [INFO] - [Epoch:329]: Training Loss:0.001785 + +2023-05-23 10:30:22,946 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:30:45,678 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:31:08,146 - ice00001 - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.42188, Head : 0.37049, Avg : 0.39619 + MR: Tail : 330.71, Head : 346.67, Avg : 338.69 + Hit-1: Tail : 0.31399, Head : 0.26205, Avg : 0.28802 + Hit-3: Tail : 0.47445, Head : 0.41631, Avg : 0.44538 + Hit-10: Tail : 0.62847, Head : 0.58405, Avg : 0.60626 +2023-05-23 10:31:08,146 - ice00001 - [INFO] - [Epoch 329]: Training Loss: 0.0017849, Valid MRR: 0.39813, + + + +2023-05-23 10:31:09,062 - ice00001 - [INFO] - [E:330| 0]: Train Loss:0.0017712, Val MRR:0.39813, ice00001 +2023-05-23 10:31:15,002 - ice00001 - [INFO] - [E:179| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 10:32:48,056 - ice00001 - [INFO] - [E:330| 100]: Train Loss:0.0017816, Val MRR:0.39813, ice00001 +2023-05-23 10:32:51,342 - ice00001 - [INFO] - [E:179| 700]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 10:34:26,805 - ice00001 - [INFO] - [E:330| 200]: Train Loss:0.0017822, Val MRR:0.39813, ice00001 +2023-05-23 10:34:27,452 - ice00001 - [INFO] - [E:179| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 10:35:53,971 - ice00001 - [INFO] - [E:179| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 10:35:55,900 - ice00001 - [INFO] - [E:330| 300]: Train Loss:0.0017798, Val MRR:0.39813, ice00001 +2023-05-23 10:37:01,909 - ice00001 - [INFO] - [Epoch:179]: Training Loss:0.002901 + +2023-05-23 10:37:02,166 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:37:24,068 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:37:35,429 - ice00001 - [INFO] - [E:330| 400]: Train Loss:0.0017804, Val MRR:0.39813, ice00001 +2023-05-23 10:37:45,714 - ice00001 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.09406, Head : 0.06977, Avg : 0.08191 + MR: Tail : 757.01, Head : 943.76, Avg : 850.38 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09892, Head : 0.06142, Avg : 0.08017 + Hit-10: Tail : 0.21568, Head : 0.15499, Avg : 0.18534 +2023-05-23 10:37:45,715 - ice00001 - [INFO] - [Epoch 179]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 10:37:46,748 - ice00001 - [INFO] - [E:180| 0]: Train Loss:0.0028774, Val MRR:0.08254, ice00001 +2023-05-23 10:39:14,261 - ice00001 - [INFO] - [E:330| 500]: Train Loss:0.0017805, Val MRR:0.39813, ice00001 +2023-05-23 10:39:23,258 - ice00001 - [INFO] - [E:180| 100]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 10:40:52,424 - ice00001 - [INFO] - [E:330| 600]: Train Loss:0.0017822, Val MRR:0.39813, ice00001 +2023-05-23 10:41:00,102 - ice00001 - [INFO] - [E:180| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 10:42:30,694 - ice00001 - [INFO] - [E:330| 700]: Train Loss:0.0017835, Val MRR:0.39813, ice00001 +2023-05-23 10:42:37,242 - ice00001 - [INFO] - [E:180| 300]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:43:58,913 - ice00001 - [INFO] - [E:330| 800]: Train Loss:0.0017837, Val MRR:0.39813, ice00001 +2023-05-23 10:44:04,279 - ice00001 - [INFO] - [E:180| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 10:45:38,396 - ice00001 - [INFO] - [E:330| 900]: Train Loss:0.0017843, Val MRR:0.39813, ice00001 +2023-05-23 10:45:41,059 - ice00001 - [INFO] - [E:180| 500]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:46:48,002 - ice00001 - [INFO] - [Epoch:330]: Training Loss:0.001785 + +2023-05-23 10:46:48,504 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:47:11,142 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:47:17,493 - ice00001 - [INFO] - [E:180| 600]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 10:47:33,378 - ice00001 - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.42095, Head : 0.37334, Avg : 0.39715 + +2023-05-23 10:47:33,378 - ice00001 - [INFO] - [Epoch 330]: Training Loss: 0.0017847, Valid MRR: 0.39813, + + + +2023-05-23 10:47:34,516 - ice00001 - [INFO] - [E:331| 0]: Train Loss:0.0018107, Val MRR:0.39813, ice00001 +2023-05-23 10:48:53,283 - ice00001 - [INFO] - [E:180| 700]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 10:49:13,723 - ice00001 - [INFO] - [E:331| 100]: Train Loss:0.0017748, Val MRR:0.39813, ice00001 +2023-05-23 10:50:29,111 - ice00001 - [INFO] - [E:180| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 10:50:53,074 - ice00001 - [INFO] - [E:331| 200]: Train Loss:0.0017779, Val MRR:0.39813, ice00001 +2023-05-23 10:51:56,380 - ice00001 - [INFO] - [E:180| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 10:52:22,320 - ice00001 - [INFO] - [E:331| 300]: Train Loss:0.0017796, Val MRR:0.39813, ice00001 +2023-05-23 10:53:03,350 - ice00001 - [INFO] - [Epoch:180]: Training Loss:0.002902 + +2023-05-23 10:53:03,689 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 10:53:25,992 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 10:53:47,379 - ice00001 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.09407, Head : 0.06961, Avg : 0.08184 + +2023-05-23 10:53:47,379 - ice00001 - [INFO] - [Epoch 180]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 10:53:48,521 - ice00001 - [INFO] - [E:181| 0]: Train Loss:0.0029134, Val MRR:0.08254, ice00001 +2023-05-23 10:54:01,257 - ice00001 - [INFO] - [E:331| 400]: Train Loss:0.001779, Val MRR:0.39813, ice00001 +2023-05-23 10:55:24,359 - ice00001 - [INFO] - [E:181| 100]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 10:55:40,525 - ice00001 - [INFO] - [E:331| 500]: Train Loss:0.0017802, Val MRR:0.39813, ice00001 +2023-05-23 10:57:00,570 - ice00001 - [INFO] - [E:181| 200]: Train Loss:0.0028996, Val MRR:0.08254, ice00001 +2023-05-23 10:57:19,500 - ice00001 - [INFO] - [E:331| 600]: Train Loss:0.0017818, Val MRR:0.39813, ice00001 +2023-05-23 10:58:36,293 - ice00001 - [INFO] - [E:181| 300]: Train Loss:0.0028976, Val MRR:0.08254, ice00001 +2023-05-23 10:58:58,724 - ice00001 - [INFO] - [E:331| 700]: Train Loss:0.0017818, Val MRR:0.39813, ice00001 +2023-05-23 11:00:05,073 - ice00001 - [INFO] - [E:181| 400]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-23 11:00:28,100 - ice00001 - [INFO] - [E:331| 800]: Train Loss:0.0017834, Val MRR:0.39813, ice00001 +2023-05-23 11:01:38,686 - ice00001 - [INFO] - [E:181| 500]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 11:02:06,823 - ice00001 - [INFO] - [E:331| 900]: Train Loss:0.0017836, Val MRR:0.39813, ice00001 +2023-05-23 11:03:16,785 - ice00001 - [INFO] - [E:181| 600]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 11:03:18,889 - ice00001 - [INFO] - [Epoch:331]: Training Loss:0.001784 + +2023-05-23 11:03:19,398 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:03:41,815 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:04:04,002 - ice00001 - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.42109, Head : 0.37257, Avg : 0.39683 + +2023-05-23 11:04:04,002 - ice00001 - [INFO] - [Epoch 331]: Training Loss: 0.0017839, Valid MRR: 0.39813, + + + +2023-05-23 11:04:05,058 - ice00001 - [INFO] - [E:332| 0]: Train Loss:0.0017884, Val MRR:0.39813, ice00001 +2023-05-23 11:04:53,071 - ice00001 - [INFO] - [E:181| 700]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 11:05:44,424 - ice00001 - [INFO] - [E:332| 100]: Train Loss:0.0017742, Val MRR:0.39813, ice00001 +2023-05-23 11:06:29,102 - ice00001 - [INFO] - [E:181| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 11:07:23,425 - ice00001 - [INFO] - [E:332| 200]: Train Loss:0.001776, Val MRR:0.39813, ice00001 +2023-05-23 11:08:05,301 - ice00001 - [INFO] - [E:181| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 11:08:52,508 - ice00001 - [INFO] - [E:332| 300]: Train Loss:0.0017783, Val MRR:0.39813, ice00001 +2023-05-23 11:09:03,454 - ice00001 - [INFO] - [Epoch:181]: Training Loss:0.002901 + +2023-05-23 11:09:03,940 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:09:26,039 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:09:47,997 - ice00001 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.09468, Head : 0.06956, Avg : 0.08212 + +2023-05-23 11:09:47,997 - ice00001 - [INFO] - [Epoch 181]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 11:09:49,111 - ice00001 - [INFO] - [E:182| 0]: Train Loss:0.0029312, Val MRR:0.08254, ice00001 +2023-05-23 11:10:31,061 - ice00001 - [INFO] - [E:332| 400]: Train Loss:0.0017797, Val MRR:0.39813, ice00001 +2023-05-23 11:11:25,770 - ice00001 - [INFO] - [E:182| 100]: Train Loss:0.0028972, Val MRR:0.08254, ice00001 +2023-05-23 11:12:09,910 - ice00001 - [INFO] - [E:332| 500]: Train Loss:0.0017812, Val MRR:0.39813, ice00001 +2023-05-23 11:13:02,938 - ice00001 - [INFO] - [E:182| 200]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 11:13:48,157 - ice00001 - [INFO] - [E:332| 600]: Train Loss:0.0017818, Val MRR:0.39813, ice00001 +2023-05-23 11:14:39,447 - ice00001 - [INFO] - [E:182| 300]: Train Loss:0.0029003, Val MRR:0.08254, ice00001 +2023-05-23 11:15:26,690 - ice00001 - [INFO] - [E:332| 700]: Train Loss:0.0017822, Val MRR:0.39813, ice00001 +2023-05-23 11:16:16,004 - ice00001 - [INFO] - [E:182| 400]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 11:16:55,710 - ice00001 - [INFO] - [E:332| 800]: Train Loss:0.0017823, Val MRR:0.39813, ice00001 +2023-05-23 11:17:42,161 - ice00001 - [INFO] - [E:182| 500]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 11:18:35,385 - ice00001 - [INFO] - [E:332| 900]: Train Loss:0.0017828, Val MRR:0.39813, ice00001 +2023-05-23 11:19:18,291 - ice00001 - [INFO] - [E:182| 600]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 11:19:45,370 - ice00001 - [INFO] - [Epoch:332]: Training Loss:0.001783 + +2023-05-23 11:19:45,704 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:20:08,586 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:20:31,026 - ice00001 - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.42159, Head : 0.37207, Avg : 0.39683 + +2023-05-23 11:20:31,026 - ice00001 - [INFO] - [Epoch 332]: Training Loss: 0.0017831, Valid MRR: 0.39813, + + + +2023-05-23 11:20:31,824 - ice00001 - [INFO] - [E:333| 0]: Train Loss:0.001778, Val MRR:0.39813, ice00001 +2023-05-23 11:20:54,694 - ice00001 - [INFO] - [E:182| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 11:22:10,917 - ice00001 - [INFO] - [E:333| 100]: Train Loss:0.0017849, Val MRR:0.39813, ice00001 +2023-05-23 11:22:30,600 - ice00001 - [INFO] - [E:182| 800]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 11:23:49,627 - ice00001 - [INFO] - [E:333| 200]: Train Loss:0.0017806, Val MRR:0.39813, ice00001 +2023-05-23 11:24:06,707 - ice00001 - [INFO] - [E:182| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 11:25:04,384 - ice00001 - [INFO] - [Epoch:182]: Training Loss:0.002902 + +2023-05-23 11:25:04,715 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:25:18,609 - ice00001 - [INFO] - [E:333| 300]: Train Loss:0.0017805, Val MRR:0.39813, ice00001 +2023-05-23 11:25:27,204 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:25:48,768 - ice00001 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.09543, Head : 0.0692, Avg : 0.08231 + +2023-05-23 11:25:48,768 - ice00001 - [INFO] - [Epoch 182]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 11:25:49,839 - ice00001 - [INFO] - [E:183| 0]: Train Loss:0.0029452, Val MRR:0.08254, ice00001 +2023-05-23 11:26:56,729 - ice00001 - [INFO] - [E:333| 400]: Train Loss:0.0017807, Val MRR:0.39813, ice00001 +2023-05-23 11:27:26,483 - ice00001 - [INFO] - [E:183| 100]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 11:28:34,832 - ice00001 - [INFO] - [E:333| 500]: Train Loss:0.0017806, Val MRR:0.39813, ice00001 +2023-05-23 11:29:02,996 - ice00001 - [INFO] - [E:183| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-23 11:30:13,502 - ice00001 - [INFO] - [E:333| 600]: Train Loss:0.0017819, Val MRR:0.39813, ice00001 +2023-05-23 11:30:39,623 - ice00001 - [INFO] - [E:183| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 11:31:51,723 - ice00001 - [INFO] - [E:333| 700]: Train Loss:0.0017819, Val MRR:0.39813, ice00001 +2023-05-23 11:32:15,891 - ice00001 - [INFO] - [E:183| 400]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 11:33:21,020 - ice00001 - [INFO] - [E:333| 800]: Train Loss:0.0017819, Val MRR:0.39813, ice00001 +2023-05-23 11:33:42,566 - ice00001 - [INFO] - [E:183| 500]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 11:35:00,122 - ice00001 - [INFO] - [E:333| 900]: Train Loss:0.0017825, Val MRR:0.39813, ice00001 +2023-05-23 11:35:18,919 - ice00001 - [INFO] - [E:183| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 11:36:09,757 - ice00001 - [INFO] - [Epoch:333]: Training Loss:0.001783 + +2023-05-23 11:36:10,144 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:36:32,740 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:36:54,919 - ice00001 - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.42131, Head : 0.37114, Avg : 0.39623 + +2023-05-23 11:36:54,919 - ice00001 - [INFO] - [Epoch 333]: Training Loss: 0.0017828, Valid MRR: 0.39813, + + + +2023-05-23 11:36:55,431 - ice00001 - [INFO] - [E:183| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 11:36:55,924 - ice00001 - [INFO] - [E:334| 0]: Train Loss:0.0017706, Val MRR:0.39813, ice00001 +2023-05-23 11:38:31,295 - ice00001 - [INFO] - [E:183| 800]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 11:38:35,348 - ice00001 - [INFO] - [E:334| 100]: Train Loss:0.001778, Val MRR:0.39813, ice00001 +2023-05-23 11:40:07,576 - ice00001 - [INFO] - [E:183| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 11:40:14,454 - ice00001 - [INFO] - [E:334| 200]: Train Loss:0.0017791, Val MRR:0.39813, ice00001 +2023-05-23 11:41:09,685 - ice00001 - [INFO] - [Epoch:183]: Training Loss:0.002901 + +2023-05-23 11:41:09,895 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:41:27,012 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:41:43,567 - ice00001 - [INFO] - [E:334| 300]: Train Loss:0.0017802, Val MRR:0.39813, ice00001 +2023-05-23 11:41:48,743 - ice00001 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.09465, Head : 0.06903, Avg : 0.08184 + +2023-05-23 11:41:48,743 - ice00001 - [INFO] - [Epoch 183]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 11:41:49,828 - ice00001 - [INFO] - [E:184| 0]: Train Loss:0.002883, Val MRR:0.08254, ice00001 +2023-05-23 11:43:21,916 - ice00001 - [INFO] - [E:334| 400]: Train Loss:0.0017793, Val MRR:0.39813, ice00001 +2023-05-23 11:43:26,587 - ice00001 - [INFO] - [E:184| 100]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-23 11:45:00,995 - ice00001 - [INFO] - [E:334| 500]: Train Loss:0.0017802, Val MRR:0.39813, ice00001 +2023-05-23 11:45:02,547 - ice00001 - [INFO] - [E:184| 200]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 11:46:38,285 - ice00001 - [INFO] - [E:184| 300]: Train Loss:0.002903, Val MRR:0.08254, ice00001 +2023-05-23 11:46:40,413 - ice00001 - [INFO] - [E:334| 600]: Train Loss:0.0017801, Val MRR:0.39813, ice00001 +2023-05-23 11:48:18,393 - ice00001 - [INFO] - [E:184| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 11:48:21,596 - ice00001 - [INFO] - [E:334| 700]: Train Loss:0.0017809, Val MRR:0.39813, ice00001 +2023-05-23 11:49:45,804 - ice00001 - [INFO] - [E:184| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 11:49:51,463 - ice00001 - [INFO] - [E:334| 800]: Train Loss:0.001782, Val MRR:0.39813, ice00001 +2023-05-23 11:51:22,960 - ice00001 - [INFO] - [E:184| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 11:51:28,840 - ice00001 - [INFO] - [E:334| 900]: Train Loss:0.0017826, Val MRR:0.39813, ice00001 +2023-05-23 11:52:37,421 - ice00001 - [INFO] - [Epoch:334]: Training Loss:0.001782 + +2023-05-23 11:52:37,929 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:52:59,889 - ice00001 - [INFO] - [E:184| 700]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 11:53:00,284 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:53:22,321 - ice00001 - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.42225, Head : 0.37288, Avg : 0.39756 + +2023-05-23 11:53:22,321 - ice00001 - [INFO] - [Epoch 334]: Training Loss: 0.0017824, Valid MRR: 0.39813, + + + +2023-05-23 11:53:23,452 - ice00001 - [INFO] - [E:335| 0]: Train Loss:0.0017938, Val MRR:0.39813, ice00001 +2023-05-23 11:54:36,443 - ice00001 - [INFO] - [E:184| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 11:55:02,118 - ice00001 - [INFO] - [E:335| 100]: Train Loss:0.0017761, Val MRR:0.39813, ice00001 +2023-05-23 11:56:12,874 - ice00001 - [INFO] - [E:184| 900]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 11:56:41,162 - ice00001 - [INFO] - [E:335| 200]: Train Loss:0.0017749, Val MRR:0.39813, ice00001 +2023-05-23 11:57:20,940 - ice00001 - [INFO] - [Epoch:184]: Training Loss:0.002902 + +2023-05-23 11:57:21,278 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 11:57:39,785 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 11:57:53,950 - ice00001 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.09275, Head : 0.06412, Avg : 0.07843 + +2023-05-23 11:57:53,950 - ice00001 - [INFO] - [Epoch 184]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 11:57:55,003 - ice00001 - [INFO] - [E:185| 0]: Train Loss:0.0028647, Val MRR:0.08254, ice00001 +2023-05-23 11:58:09,614 - ice00001 - [INFO] - [E:335| 300]: Train Loss:0.0017762, Val MRR:0.39813, ice00001 +2023-05-23 11:59:31,819 - ice00001 - [INFO] - [E:185| 100]: Train Loss:0.0029041, Val MRR:0.08254, ice00001 +2023-05-23 11:59:47,707 - ice00001 - [INFO] - [E:335| 400]: Train Loss:0.0017787, Val MRR:0.39813, ice00001 +2023-05-23 12:01:08,474 - ice00001 - [INFO] - [E:185| 200]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 12:01:26,050 - ice00001 - [INFO] - [E:335| 500]: Train Loss:0.00178, Val MRR:0.39813, ice00001 +2023-05-23 12:02:45,553 - ice00001 - [INFO] - [E:185| 300]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 12:03:04,516 - ice00001 - [INFO] - [E:335| 600]: Train Loss:0.001781, Val MRR:0.39813, ice00001 +2023-05-23 12:04:22,872 - ice00001 - [INFO] - [E:185| 400]: Train Loss:0.0029036, Val MRR:0.08254, ice00001 +2023-05-23 12:04:42,686 - ice00001 - [INFO] - [E:335| 700]: Train Loss:0.0017809, Val MRR:0.39813, ice00001 +2023-05-23 12:05:54,544 - ice00001 - [INFO] - [E:185| 500]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 12:06:11,402 - ice00001 - [INFO] - [E:335| 800]: Train Loss:0.0017815, Val MRR:0.39813, ice00001 +2023-05-23 12:07:25,782 - ice00001 - [INFO] - [E:185| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 12:07:50,730 - ice00001 - [INFO] - [E:335| 900]: Train Loss:0.0017816, Val MRR:0.39813, ice00001 +2023-05-23 12:09:00,386 - ice00001 - [INFO] - [Epoch:335]: Training Loss:0.001782 + +2023-05-23 12:09:00,675 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:09:01,865 - ice00001 - [INFO] - [E:185| 700]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 12:09:23,194 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:09:45,564 - ice00001 - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.42145, Head : 0.37307, Avg : 0.39726 + +2023-05-23 12:09:45,564 - ice00001 - [INFO] - [Epoch 335]: Training Loss: 0.0017822, Valid MRR: 0.39813, + + + +2023-05-23 12:09:46,545 - ice00001 - [INFO] - [E:336| 0]: Train Loss:0.0018036, Val MRR:0.39813, ice00001 +2023-05-23 12:10:37,977 - ice00001 - [INFO] - [E:185| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 12:11:25,646 - ice00001 - [INFO] - [E:336| 100]: Train Loss:0.0017737, Val MRR:0.39813, ice00001 +2023-05-23 12:12:13,984 - ice00001 - [INFO] - [E:185| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 12:13:04,144 - ice00001 - [INFO] - [E:336| 200]: Train Loss:0.0017744, Val MRR:0.39813, ice00001 +2023-05-23 12:13:21,832 - ice00001 - [INFO] - [Epoch:185]: Training Loss:0.002902 + +2023-05-23 12:13:22,161 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:13:44,482 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:14:02,950 - ice00001 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.09541, Head : 0.06917, Avg : 0.08229 + +2023-05-23 12:14:02,950 - ice00001 - [INFO] - [Epoch 185]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 12:14:03,580 - ice00001 - [INFO] - [E:186| 0]: Train Loss:0.0028872, Val MRR:0.08254, ice00001 +2023-05-23 12:14:33,187 - ice00001 - [INFO] - [E:336| 300]: Train Loss:0.0017761, Val MRR:0.39813, ice00001 +2023-05-23 12:15:32,833 - ice00001 - [INFO] - [E:186| 100]: Train Loss:0.0029083, Val MRR:0.08254, ice00001 +2023-05-23 12:16:12,213 - ice00001 - [INFO] - [E:336| 400]: Train Loss:0.0017775, Val MRR:0.39813, ice00001 +2023-05-23 12:17:09,189 - ice00001 - [INFO] - [E:186| 200]: Train Loss:0.002906, Val MRR:0.08254, ice00001 +2023-05-23 12:17:51,282 - ice00001 - [INFO] - [E:336| 500]: Train Loss:0.0017786, Val MRR:0.39813, ice00001 +2023-05-23 12:18:45,122 - ice00001 - [INFO] - [E:186| 300]: Train Loss:0.002905, Val MRR:0.08254, ice00001 +2023-05-23 12:19:30,958 - ice00001 - [INFO] - [E:336| 600]: Train Loss:0.0017796, Val MRR:0.39813, ice00001 +2023-05-23 12:20:21,003 - ice00001 - [INFO] - [E:186| 400]: Train Loss:0.0029043, Val MRR:0.08254, ice00001 +2023-05-23 12:21:10,761 - ice00001 - [INFO] - [E:336| 700]: Train Loss:0.00178, Val MRR:0.39813, ice00001 +2023-05-23 12:21:56,877 - ice00001 - [INFO] - [E:186| 500]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-23 12:22:39,918 - ice00001 - [INFO] - [E:336| 800]: Train Loss:0.0017808, Val MRR:0.39813, ice00001 +2023-05-23 12:23:23,516 - ice00001 - [INFO] - [E:186| 600]: Train Loss:0.0029026, Val MRR:0.08254, ice00001 +2023-05-23 12:24:19,146 - ice00001 - [INFO] - [E:336| 900]: Train Loss:0.0017811, Val MRR:0.39813, ice00001 +2023-05-23 12:24:59,178 - ice00001 - [INFO] - [E:186| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 12:25:29,654 - ice00001 - [INFO] - [Epoch:336]: Training Loss:0.001781 + +2023-05-23 12:25:29,999 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:25:52,719 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:26:15,050 - ice00001 - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.42203, Head : 0.37141, Avg : 0.39672 + +2023-05-23 12:26:15,050 - ice00001 - [INFO] - [Epoch 336]: Training Loss: 0.0017814, Valid MRR: 0.39813, + + + +2023-05-23 12:26:16,140 - ice00001 - [INFO] - [E:337| 0]: Train Loss:0.0017882, Val MRR:0.39813, ice00001 +2023-05-23 12:26:35,252 - ice00001 - [INFO] - [E:186| 800]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 12:27:55,052 - ice00001 - [INFO] - [E:337| 100]: Train Loss:0.0017786, Val MRR:0.39813, ice00001 +2023-05-23 12:28:11,524 - ice00001 - [INFO] - [E:186| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 12:29:19,329 - ice00001 - [INFO] - [Epoch:186]: Training Loss:0.002902 + +2023-05-23 12:29:19,579 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:29:33,516 - ice00001 - [INFO] - [E:337| 200]: Train Loss:0.0017784, Val MRR:0.39813, ice00001 +2023-05-23 12:29:41,558 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:30:03,574 - ice00001 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.09317, Head : 0.06927, Avg : 0.08122 + +2023-05-23 12:30:03,574 - ice00001 - [INFO] - [Epoch 186]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 12:30:04,333 - ice00001 - [INFO] - [E:187| 0]: Train Loss:0.0029176, Val MRR:0.08254, ice00001 +2023-05-23 12:31:02,530 - ice00001 - [INFO] - [E:337| 300]: Train Loss:0.0017783, Val MRR:0.39813, ice00001 +2023-05-23 12:31:30,574 - ice00001 - [INFO] - [E:187| 100]: Train Loss:0.0029006, Val MRR:0.08254, ice00001 +2023-05-23 12:32:41,142 - ice00001 - [INFO] - [E:337| 400]: Train Loss:0.0017782, Val MRR:0.39813, ice00001 +2023-05-23 12:33:06,722 - ice00001 - [INFO] - [E:187| 200]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 12:34:23,179 - ice00001 - [INFO] - [E:337| 500]: Train Loss:0.0017794, Val MRR:0.39813, ice00001 +2023-05-23 12:34:46,315 - ice00001 - [INFO] - [E:187| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 12:36:01,887 - ice00001 - [INFO] - [E:337| 600]: Train Loss:0.0017792, Val MRR:0.39813, ice00001 +2023-05-23 12:36:22,267 - ice00001 - [INFO] - [E:187| 400]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 12:37:41,263 - ice00001 - [INFO] - [E:337| 700]: Train Loss:0.0017801, Val MRR:0.39813, ice00001 +2023-05-23 12:37:58,437 - ice00001 - [INFO] - [E:187| 500]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 12:39:10,687 - ice00001 - [INFO] - [E:337| 800]: Train Loss:0.0017802, Val MRR:0.39813, ice00001 +2023-05-23 12:39:24,612 - ice00001 - [INFO] - [E:187| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 12:40:49,503 - ice00001 - [INFO] - [E:337| 900]: Train Loss:0.0017805, Val MRR:0.39813, ice00001 +2023-05-23 12:41:01,344 - ice00001 - [INFO] - [E:187| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 12:41:58,877 - ice00001 - [INFO] - [Epoch:337]: Training Loss:0.001781 + +2023-05-23 12:41:59,325 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:42:21,545 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:42:37,251 - ice00001 - [INFO] - [E:187| 800]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 12:42:43,805 - ice00001 - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.42152, Head : 0.37269, Avg : 0.39711 + +2023-05-23 12:42:43,806 - ice00001 - [INFO] - [Epoch 337]: Training Loss: 0.0017808, Valid MRR: 0.39813, + + + +2023-05-23 12:42:44,964 - ice00001 - [INFO] - [E:338| 0]: Train Loss:0.0017281, Val MRR:0.39813, ice00001 +2023-05-23 12:44:13,270 - ice00001 - [INFO] - [E:187| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 12:44:23,869 - ice00001 - [INFO] - [E:338| 100]: Train Loss:0.0017806, Val MRR:0.39813, ice00001 +2023-05-23 12:45:20,439 - ice00001 - [INFO] - [Epoch:187]: Training Loss:0.002902 + +2023-05-23 12:45:20,936 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:45:42,813 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:46:03,179 - ice00001 - [INFO] - [E:338| 200]: Train Loss:0.0017794, Val MRR:0.39813, ice00001 +2023-05-23 12:46:04,629 - ice00001 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.09531, Head : 0.06917, Avg : 0.08224 + +2023-05-23 12:46:04,629 - ice00001 - [INFO] - [Epoch 187]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 12:46:05,770 - ice00001 - [INFO] - [E:188| 0]: Train Loss:0.0028882, Val MRR:0.08254, ice00001 +2023-05-23 12:47:31,681 - ice00001 - [INFO] - [E:188| 100]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 12:47:32,901 - ice00001 - [INFO] - [E:338| 300]: Train Loss:0.0017795, Val MRR:0.39813, ice00001 +2023-05-23 12:49:08,177 - ice00001 - [INFO] - [E:188| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-23 12:49:11,799 - ice00001 - [INFO] - [E:338| 400]: Train Loss:0.0017792, Val MRR:0.39813, ice00001 +2023-05-23 12:50:44,527 - ice00001 - [INFO] - [E:188| 300]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 12:50:50,399 - ice00001 - [INFO] - [E:338| 500]: Train Loss:0.0017788, Val MRR:0.39813, ice00001 +2023-05-23 12:52:21,586 - ice00001 - [INFO] - [E:188| 400]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 12:52:28,438 - ice00001 - [INFO] - [E:338| 600]: Train Loss:0.001779, Val MRR:0.39813, ice00001 +2023-05-23 12:53:58,575 - ice00001 - [INFO] - [E:188| 500]: Train Loss:0.0029033, Val MRR:0.08254, ice00001 +2023-05-23 12:54:06,433 - ice00001 - [INFO] - [E:338| 700]: Train Loss:0.0017794, Val MRR:0.39813, ice00001 +2023-05-23 12:55:25,853 - ice00001 - [INFO] - [E:188| 600]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 12:55:35,326 - ice00001 - [INFO] - [E:338| 800]: Train Loss:0.0017793, Val MRR:0.39813, ice00001 +2023-05-23 12:57:01,682 - ice00001 - [INFO] - [E:188| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 12:57:13,902 - ice00001 - [INFO] - [E:338| 900]: Train Loss:0.0017796, Val MRR:0.39813, ice00001 +2023-05-23 12:58:23,085 - ice00001 - [INFO] - [Epoch:338]: Training Loss:0.00178 + +2023-05-23 12:58:23,441 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 12:58:38,330 - ice00001 - [INFO] - [E:188| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 12:58:45,919 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 12:59:08,396 - ice00001 - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.42101, Head : 0.37179, Avg : 0.3964 + +2023-05-23 12:59:08,396 - ice00001 - [INFO] - [Epoch 338]: Training Loss: 0.00178, Valid MRR: 0.39813, + + + +2023-05-23 12:59:09,158 - ice00001 - [INFO] - [E:339| 0]: Train Loss:0.0017886, Val MRR:0.39813, ice00001 +2023-05-23 13:00:14,597 - ice00001 - [INFO] - [E:188| 900]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 13:00:48,879 - ice00001 - [INFO] - [E:339| 100]: Train Loss:0.0017773, Val MRR:0.39813, ice00001 +2023-05-23 13:01:22,284 - ice00001 - [INFO] - [Epoch:188]: Training Loss:0.002902 + +2023-05-23 13:01:22,616 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:01:44,375 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:02:06,387 - ice00001 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.09495, Head : 0.06875, Avg : 0.08185 + +2023-05-23 13:02:06,388 - ice00001 - [INFO] - [Epoch 188]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 13:02:07,317 - ice00001 - [INFO] - [E:189| 0]: Train Loss:0.0028492, Val MRR:0.08254, ice00001 +2023-05-23 13:02:28,325 - ice00001 - [INFO] - [E:339| 200]: Train Loss:0.0017771, Val MRR:0.39813, ice00001 +2023-05-23 13:03:34,797 - ice00001 - [INFO] - [E:189| 100]: Train Loss:0.0029, Val MRR:0.08254, ice00001 +2023-05-23 13:03:58,123 - ice00001 - [INFO] - [E:339| 300]: Train Loss:0.0017779, Val MRR:0.39813, ice00001 +2023-05-23 13:05:09,695 - ice00001 - [INFO] - [E:189| 200]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 13:05:36,506 - ice00001 - [INFO] - [E:339| 400]: Train Loss:0.0017775, Val MRR:0.39813, ice00001 +2023-05-23 13:06:46,528 - ice00001 - [INFO] - [E:189| 300]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 13:07:14,980 - ice00001 - [INFO] - [E:339| 500]: Train Loss:0.0017776, Val MRR:0.39813, ice00001 +2023-05-23 13:08:23,160 - ice00001 - [INFO] - [E:189| 400]: Train Loss:0.0029035, Val MRR:0.08254, ice00001 +2023-05-23 13:08:54,284 - ice00001 - [INFO] - [E:339| 600]: Train Loss:0.0017774, Val MRR:0.39813, ice00001 +2023-05-23 13:09:59,228 - ice00001 - [INFO] - [E:189| 500]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 13:10:33,052 - ice00001 - [INFO] - [E:339| 700]: Train Loss:0.001778, Val MRR:0.39813, ice00001 +2023-05-23 13:11:34,407 - ice00001 - [INFO] - [E:189| 600]: Train Loss:0.0029028, Val MRR:0.08254, ice00001 +2023-05-23 13:12:02,162 - ice00001 - [INFO] - [E:339| 800]: Train Loss:0.001779, Val MRR:0.39813, ice00001 +2023-05-23 13:13:01,552 - ice00001 - [INFO] - [E:189| 700]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 13:13:40,587 - ice00001 - [INFO] - [E:339| 900]: Train Loss:0.0017796, Val MRR:0.39813, ice00001 +2023-05-23 13:14:38,442 - ice00001 - [INFO] - [E:189| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 13:14:49,976 - ice00001 - [INFO] - [Epoch:339]: Training Loss:0.00178 + +2023-05-23 13:14:50,482 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:15:12,744 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:15:34,959 - ice00001 - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.42173, Head : 0.37132, Avg : 0.39652 + MR: Tail : 327.61, Head : 343.59, Avg : 335.6 + Hit-1: Tail : 0.31375, Head : 0.26399, Avg : 0.28887 + Hit-3: Tail : 0.47372, Head : 0.41838, Avg : 0.44605 + Hit-10: Tail : 0.6326, Head : 0.58393, Avg : 0.60827 +2023-05-23 13:15:34,959 - ice00001 - [INFO] - [Epoch 339]: Training Loss: 0.0017798, Valid MRR: 0.39813, + + + +2023-05-23 13:15:36,118 - ice00001 - [INFO] - [E:340| 0]: Train Loss:0.0017899, Val MRR:0.39813, ice00001 +2023-05-23 13:16:14,511 - ice00001 - [INFO] - [E:189| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 13:17:14,491 - ice00001 - [INFO] - [E:340| 100]: Train Loss:0.0017756, Val MRR:0.39813, ice00001 +2023-05-23 13:17:22,536 - ice00001 - [INFO] - [Epoch:189]: Training Loss:0.002901 + +2023-05-23 13:17:22,869 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:17:45,256 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:18:07,017 - ice00001 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.09579, Head : 0.06923, Avg : 0.08251 + MR: Tail : 745.83, Head : 903.94, Avg : 824.88 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09831, Head : 0.06142, Avg : 0.07986 + Hit-10: Tail : 0.21119, Head : 0.159, Avg : 0.1851 +2023-05-23 13:18:07,017 - ice00001 - [INFO] - [Epoch 189]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 13:18:08,045 - ice00001 - [INFO] - [E:190| 0]: Train Loss:0.0029323, Val MRR:0.08254, ice00001 +2023-05-23 13:18:52,726 - ice00001 - [INFO] - [E:340| 200]: Train Loss:0.0017775, Val MRR:0.39813, ice00001 +2023-05-23 13:19:47,572 - ice00001 - [INFO] - [E:190| 100]: Train Loss:0.0029007, Val MRR:0.08254, ice00001 +2023-05-23 13:20:24,500 - ice00001 - [INFO] - [E:340| 300]: Train Loss:0.001777, Val MRR:0.39813, ice00001 +2023-05-23 13:21:13,932 - ice00001 - [INFO] - [E:190| 200]: Train Loss:0.002902, Val MRR:0.08254, ice00001 +2023-05-23 13:22:02,799 - ice00001 - [INFO] - [E:340| 400]: Train Loss:0.0017771, Val MRR:0.39813, ice00001 +2023-05-23 13:22:50,576 - ice00001 - [INFO] - [E:190| 300]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 13:23:41,148 - ice00001 - [INFO] - [E:340| 500]: Train Loss:0.0017779, Val MRR:0.39813, ice00001 +2023-05-23 13:24:26,512 - ice00001 - [INFO] - [E:190| 400]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 13:25:19,518 - ice00001 - [INFO] - [E:340| 600]: Train Loss:0.0017782, Val MRR:0.39813, ice00001 +2023-05-23 13:26:02,536 - ice00001 - [INFO] - [E:190| 500]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 13:26:58,335 - ice00001 - [INFO] - [E:340| 700]: Train Loss:0.0017787, Val MRR:0.39813, ice00001 +2023-05-23 13:27:38,530 - ice00001 - [INFO] - [E:190| 600]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 13:28:27,026 - ice00001 - [INFO] - [E:340| 800]: Train Loss:0.0017788, Val MRR:0.39813, ice00001 +2023-05-23 13:29:05,115 - ice00001 - [INFO] - [E:190| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 13:30:05,220 - ice00001 - [INFO] - [E:340| 900]: Train Loss:0.0017791, Val MRR:0.39813, ice00001 +2023-05-23 13:30:41,594 - ice00001 - [INFO] - [E:190| 800]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 13:31:14,251 - ice00001 - [INFO] - [Epoch:340]: Training Loss:0.001779 + +2023-05-23 13:31:14,591 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:31:37,415 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:31:59,276 - ice00001 - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.42163, Head : 0.3718, Avg : 0.39672 + +2023-05-23 13:31:59,276 - ice00001 - [INFO] - [Epoch 340]: Training Loss: 0.0017794, Valid MRR: 0.39813, + + + +2023-05-23 13:32:00,427 - ice00001 - [INFO] - [E:341| 0]: Train Loss:0.0017478, Val MRR:0.39813, ice00001 +2023-05-23 13:32:18,393 - ice00001 - [INFO] - [E:190| 900]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 13:33:25,981 - ice00001 - [INFO] - [Epoch:190]: Training Loss:0.002902 + +2023-05-23 13:33:26,480 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:33:38,383 - ice00001 - [INFO] - [E:341| 100]: Train Loss:0.001772, Val MRR:0.39813, ice00001 +2023-05-23 13:33:48,506 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:34:10,740 - ice00001 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.09509, Head : 0.06953, Avg : 0.08231 + +2023-05-23 13:34:10,740 - ice00001 - [INFO] - [Epoch 190]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 13:34:11,611 - ice00001 - [INFO] - [E:191| 0]: Train Loss:0.0028915, Val MRR:0.08254, ice00001 +2023-05-23 13:35:16,514 - ice00001 - [INFO] - [E:341| 200]: Train Loss:0.0017753, Val MRR:0.39813, ice00001 +2023-05-23 13:35:48,433 - ice00001 - [INFO] - [E:191| 100]: Train Loss:0.0029065, Val MRR:0.08254, ice00001 +2023-05-23 13:36:44,879 - ice00001 - [INFO] - [E:341| 300]: Train Loss:0.0017753, Val MRR:0.39813, ice00001 +2023-05-23 13:37:15,529 - ice00001 - [INFO] - [E:191| 200]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-23 13:38:23,883 - ice00001 - [INFO] - [E:341| 400]: Train Loss:0.0017761, Val MRR:0.39813, ice00001 +2023-05-23 13:38:51,211 - ice00001 - [INFO] - [E:191| 300]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 13:40:02,267 - ice00001 - [INFO] - [E:341| 500]: Train Loss:0.0017767, Val MRR:0.39813, ice00001 +2023-05-23 13:40:27,115 - ice00001 - [INFO] - [E:191| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 13:41:41,545 - ice00001 - [INFO] - [E:341| 600]: Train Loss:0.0017777, Val MRR:0.39813, ice00001 +2023-05-23 13:42:03,149 - ice00001 - [INFO] - [E:191| 500]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 13:43:20,285 - ice00001 - [INFO] - [E:341| 700]: Train Loss:0.0017782, Val MRR:0.39813, ice00001 +2023-05-23 13:43:38,919 - ice00001 - [INFO] - [E:191| 600]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 13:44:49,680 - ice00001 - [INFO] - [E:341| 800]: Train Loss:0.0017784, Val MRR:0.39813, ice00001 +2023-05-23 13:45:05,028 - ice00001 - [INFO] - [E:191| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 13:46:28,607 - ice00001 - [INFO] - [E:341| 900]: Train Loss:0.0017786, Val MRR:0.39813, ice00001 +2023-05-23 13:46:41,341 - ice00001 - [INFO] - [E:191| 800]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 13:47:38,057 - ice00001 - [INFO] - [Epoch:341]: Training Loss:0.001779 + +2023-05-23 13:47:38,345 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:48:00,833 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:48:16,911 - ice00001 - [INFO] - [E:191| 900]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 13:48:23,244 - ice00001 - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.42204, Head : 0.37293, Avg : 0.39749 + +2023-05-23 13:48:23,244 - ice00001 - [INFO] - [Epoch 341]: Training Loss: 0.0017789, Valid MRR: 0.39813, + + + +2023-05-23 13:48:24,171 - ice00001 - [INFO] - [E:342| 0]: Train Loss:0.001747, Val MRR:0.39813, ice00001 +2023-05-23 13:49:24,369 - ice00001 - [INFO] - [Epoch:191]: Training Loss:0.002902 + +2023-05-23 13:49:24,702 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 13:49:47,018 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 13:50:02,905 - ice00001 - [INFO] - [E:342| 100]: Train Loss:0.0017736, Val MRR:0.39813, ice00001 +2023-05-23 13:50:08,618 - ice00001 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.0903, Head : 0.06511, Avg : 0.07771 + +2023-05-23 13:50:08,618 - ice00001 - [INFO] - [Epoch 191]: Training Loss: 0.0029016, Valid MRR: 0.08254, + + + +2023-05-23 13:50:09,723 - ice00001 - [INFO] - [E:192| 0]: Train Loss:0.0029027, Val MRR:0.08254, ice00001 +2023-05-23 13:51:41,210 - ice00001 - [INFO] - [E:342| 200]: Train Loss:0.0017752, Val MRR:0.39813, ice00001 +2023-05-23 13:51:45,841 - ice00001 - [INFO] - [E:192| 100]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 13:53:10,579 - ice00001 - [INFO] - [E:342| 300]: Train Loss:0.0017762, Val MRR:0.39813, ice00001 +2023-05-23 13:53:12,001 - ice00001 - [INFO] - [E:192| 200]: Train Loss:0.0029056, Val MRR:0.08254, ice00001 +2023-05-23 13:54:48,068 - ice00001 - [INFO] - [E:192| 300]: Train Loss:0.0029069, Val MRR:0.08254, ice00001 +2023-05-23 13:54:50,104 - ice00001 - [INFO] - [E:342| 400]: Train Loss:0.0017754, Val MRR:0.39813, ice00001 +2023-05-23 13:56:23,885 - ice00001 - [INFO] - [E:192| 400]: Train Loss:0.0029058, Val MRR:0.08254, ice00001 +2023-05-23 13:56:28,775 - ice00001 - [INFO] - [E:342| 500]: Train Loss:0.0017755, Val MRR:0.39813, ice00001 +2023-05-23 13:58:00,030 - ice00001 - [INFO] - [E:192| 500]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-23 13:58:07,629 - ice00001 - [INFO] - [E:342| 600]: Train Loss:0.0017752, Val MRR:0.39813, ice00001 +2023-05-23 13:59:36,532 - ice00001 - [INFO] - [E:192| 600]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 13:59:46,202 - ice00001 - [INFO] - [E:342| 700]: Train Loss:0.0017763, Val MRR:0.39813, ice00001 +2023-05-23 14:01:06,893 - ice00001 - [INFO] - [E:192| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 14:01:14,621 - ice00001 - [INFO] - [E:342| 800]: Train Loss:0.0017772, Val MRR:0.39813, ice00001 +2023-05-23 14:02:39,740 - ice00001 - [INFO] - [E:192| 800]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 14:02:53,642 - ice00001 - [INFO] - [E:342| 900]: Train Loss:0.0017782, Val MRR:0.39813, ice00001 +2023-05-23 14:04:03,162 - ice00001 - [INFO] - [Epoch:342]: Training Loss:0.001778 + +2023-05-23 14:04:03,547 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:04:16,414 - ice00001 - [INFO] - [E:192| 900]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 14:04:26,272 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:04:51,132 - ice00001 - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.42249, Head : 0.37347, Avg : 0.39798 + +2023-05-23 14:04:51,389 - ice00001 - [INFO] - [Epoch 342]: Training Loss: 0.0017784, Valid MRR: 0.39813, + + + +2023-05-23 14:04:52,782 - ice00001 - [INFO] - [E:343| 0]: Train Loss:0.0017703, Val MRR:0.39813, ice00001 +2023-05-23 14:05:27,331 - ice00001 - [INFO] - [Epoch:192]: Training Loss:0.002902 + +2023-05-23 14:05:27,739 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:05:49,732 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:06:11,452 - ice00001 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.09509, Head : 0.06937, Avg : 0.08223 + +2023-05-23 14:06:11,452 - ice00001 - [INFO] - [Epoch 192]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 14:06:12,592 - ice00001 - [INFO] - [E:193| 0]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 14:06:31,649 - ice00001 - [INFO] - [E:343| 100]: Train Loss:0.0017749, Val MRR:0.39813, ice00001 +2023-05-23 14:07:48,526 - ice00001 - [INFO] - [E:193| 100]: Train Loss:0.0028991, Val MRR:0.08254, ice00001 +2023-05-23 14:08:11,012 - ice00001 - [INFO] - [E:343| 200]: Train Loss:0.001775, Val MRR:0.39813, ice00001 +2023-05-23 14:09:21,714 - ice00001 - [INFO] - [E:193| 200]: Train Loss:0.0029002, Val MRR:0.08254, ice00001 +2023-05-23 14:09:40,545 - ice00001 - [INFO] - [E:343| 300]: Train Loss:0.0017745, Val MRR:0.39813, ice00001 +2023-05-23 14:10:50,973 - ice00001 - [INFO] - [E:193| 300]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 14:11:18,513 - ice00001 - [INFO] - [E:343| 400]: Train Loss:0.0017766, Val MRR:0.39813, ice00001 +2023-05-23 14:12:27,616 - ice00001 - [INFO] - [E:193| 400]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 14:12:56,734 - ice00001 - [INFO] - [E:343| 500]: Train Loss:0.0017769, Val MRR:0.39813, ice00001 +2023-05-23 14:14:03,995 - ice00001 - [INFO] - [E:193| 500]: Train Loss:0.0029029, Val MRR:0.08254, ice00001 +2023-05-23 14:14:35,354 - ice00001 - [INFO] - [E:343| 600]: Train Loss:0.0017777, Val MRR:0.39813, ice00001 +2023-05-23 14:15:39,867 - ice00001 - [INFO] - [E:193| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 14:16:14,306 - ice00001 - [INFO] - [E:343| 700]: Train Loss:0.0017776, Val MRR:0.39813, ice00001 +2023-05-23 14:17:15,943 - ice00001 - [INFO] - [E:193| 700]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 14:17:44,956 - ice00001 - [INFO] - [E:343| 800]: Train Loss:0.0017782, Val MRR:0.39813, ice00001 +2023-05-23 14:18:42,294 - ice00001 - [INFO] - [E:193| 800]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 14:19:22,025 - ice00001 - [INFO] - [E:343| 900]: Train Loss:0.0017779, Val MRR:0.39813, ice00001 +2023-05-23 14:20:18,175 - ice00001 - [INFO] - [E:193| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 14:20:32,114 - ice00001 - [INFO] - [Epoch:343]: Training Loss:0.001778 + +2023-05-23 14:20:32,510 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:20:55,084 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:21:17,145 - ice00001 - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.42358, Head : 0.37356, Avg : 0.39857 + +2023-05-23 14:21:20,634 - ice00001 - [INFO] - [Epoch 343]: Training Loss: 0.0017779, Valid MRR: 0.39857, + + + +2023-05-23 14:21:21,856 - ice00001 - [INFO] - [E:344| 0]: Train Loss:0.0017498, Val MRR:0.39857, ice00001 +2023-05-23 14:21:25,568 - ice00001 - [INFO] - [Epoch:193]: Training Loss:0.002902 + +2023-05-23 14:21:25,968 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:21:48,201 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:22:09,742 - ice00001 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.09287, Head : 0.06993, Avg : 0.0814 + +2023-05-23 14:22:09,742 - ice00001 - [INFO] - [Epoch 193]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 14:22:10,873 - ice00001 - [INFO] - [E:194| 0]: Train Loss:0.0029544, Val MRR:0.08254, ice00001 +2023-05-23 14:23:00,939 - ice00001 - [INFO] - [E:344| 100]: Train Loss:0.0017714, Val MRR:0.39857, ice00001 +2023-05-23 14:23:46,792 - ice00001 - [INFO] - [E:194| 100]: Train Loss:0.0029008, Val MRR:0.08254, ice00001 +2023-05-23 14:24:39,686 - ice00001 - [INFO] - [E:344| 200]: Train Loss:0.0017728, Val MRR:0.39857, ice00001 +2023-05-23 14:25:23,033 - ice00001 - [INFO] - [E:194| 200]: Train Loss:0.0028995, Val MRR:0.08254, ice00001 +2023-05-23 14:26:08,986 - ice00001 - [INFO] - [E:344| 300]: Train Loss:0.0017742, Val MRR:0.39857, ice00001 +2023-05-23 14:26:49,878 - ice00001 - [INFO] - [E:194| 300]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 14:27:47,438 - ice00001 - [INFO] - [E:344| 400]: Train Loss:0.0017753, Val MRR:0.39857, ice00001 +2023-05-23 14:28:25,558 - ice00001 - [INFO] - [E:194| 400]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 14:29:26,311 - ice00001 - [INFO] - [E:344| 500]: Train Loss:0.0017756, Val MRR:0.39857, ice00001 +2023-05-23 14:30:01,486 - ice00001 - [INFO] - [E:194| 500]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 14:31:05,087 - ice00001 - [INFO] - [E:344| 600]: Train Loss:0.0017753, Val MRR:0.39857, ice00001 +2023-05-23 14:31:37,603 - ice00001 - [INFO] - [E:194| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 14:32:44,263 - ice00001 - [INFO] - [E:344| 700]: Train Loss:0.0017758, Val MRR:0.39857, ice00001 +2023-05-23 14:33:13,600 - ice00001 - [INFO] - [E:194| 700]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 14:34:13,091 - ice00001 - [INFO] - [E:344| 800]: Train Loss:0.001776, Val MRR:0.39857, ice00001 +2023-05-23 14:34:40,339 - ice00001 - [INFO] - [E:194| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 14:35:51,694 - ice00001 - [INFO] - [E:344| 900]: Train Loss:0.001777, Val MRR:0.39857, ice00001 +2023-05-23 14:36:16,469 - ice00001 - [INFO] - [E:194| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 14:37:01,006 - ice00001 - [INFO] - [Epoch:344]: Training Loss:0.001778 + +2023-05-23 14:37:01,344 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:37:24,137 - ice00001 - [INFO] - [Epoch:194]: Training Loss:0.002901 + +2023-05-23 14:37:24,168 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:37:24,388 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:37:46,088 - ice00001 - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.42251, Head : 0.37212, Avg : 0.39732 + +2023-05-23 14:37:46,088 - ice00001 - [INFO] - [Epoch 344]: Training Loss: 0.0017775, Valid MRR: 0.39857, + + + +2023-05-23 14:37:46,469 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:37:46,925 - ice00001 - [INFO] - [E:345| 0]: Train Loss:0.0017704, Val MRR:0.39857, ice00001 +2023-05-23 14:38:08,246 - ice00001 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.09488, Head : 0.06903, Avg : 0.08196 + +2023-05-23 14:38:08,246 - ice00001 - [INFO] - [Epoch 194]: Training Loss: 0.0029014, Valid MRR: 0.08254, + + + +2023-05-23 14:38:09,387 - ice00001 - [INFO] - [E:195| 0]: Train Loss:0.0028468, Val MRR:0.08254, ice00001 +2023-05-23 14:39:26,136 - ice00001 - [INFO] - [E:345| 100]: Train Loss:0.0017722, Val MRR:0.39857, ice00001 +2023-05-23 14:39:45,333 - ice00001 - [INFO] - [E:195| 100]: Train Loss:0.0029037, Val MRR:0.08254, ice00001 +2023-05-23 14:41:04,864 - ice00001 - [INFO] - [E:345| 200]: Train Loss:0.0017732, Val MRR:0.39857, ice00001 +2023-05-23 14:41:21,366 - ice00001 - [INFO] - [E:195| 200]: Train Loss:0.002906, Val MRR:0.08254, ice00001 +2023-05-23 14:42:33,901 - ice00001 - [INFO] - [E:345| 300]: Train Loss:0.0017723, Val MRR:0.39857, ice00001 +2023-05-23 14:42:47,766 - ice00001 - [INFO] - [E:195| 300]: Train Loss:0.0029022, Val MRR:0.08254, ice00001 +2023-05-23 14:44:12,419 - ice00001 - [INFO] - [E:345| 400]: Train Loss:0.0017739, Val MRR:0.39857, ice00001 +2023-05-23 14:44:23,765 - ice00001 - [INFO] - [E:195| 400]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 14:45:51,482 - ice00001 - [INFO] - [E:345| 500]: Train Loss:0.001775, Val MRR:0.39857, ice00001 +2023-05-23 14:46:00,495 - ice00001 - [INFO] - [E:195| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 14:47:31,075 - ice00001 - [INFO] - [E:345| 600]: Train Loss:0.0017755, Val MRR:0.39857, ice00001 +2023-05-23 14:47:36,916 - ice00001 - [INFO] - [E:195| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 14:49:09,948 - ice00001 - [INFO] - [E:345| 700]: Train Loss:0.0017758, Val MRR:0.39857, ice00001 +2023-05-23 14:49:13,652 - ice00001 - [INFO] - [E:195| 700]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 14:50:44,954 - ice00001 - [INFO] - [E:345| 800]: Train Loss:0.0017766, Val MRR:0.39857, ice00001 +2023-05-23 14:50:45,492 - ice00001 - [INFO] - [E:195| 800]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 14:52:19,834 - ice00001 - [INFO] - [E:195| 900]: Train Loss:0.0029016, Val MRR:0.08254, ice00001 +2023-05-23 14:52:21,366 - ice00001 - [INFO] - [E:345| 900]: Train Loss:0.0017768, Val MRR:0.39857, ice00001 +2023-05-23 14:53:27,584 - ice00001 - [INFO] - [Epoch:195]: Training Loss:0.002901 + +2023-05-23 14:53:28,070 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:53:30,828 - ice00001 - [INFO] - [Epoch:345]: Training Loss:0.001777 + +2023-05-23 14:53:31,084 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 14:53:50,069 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:53:53,074 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 14:54:11,665 - ice00001 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.0943, Head : 0.06974, Avg : 0.08202 + +2023-05-23 14:54:11,665 - ice00001 - [INFO] - [Epoch 195]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 14:54:12,571 - ice00001 - [INFO] - [E:196| 0]: Train Loss:0.0029452, Val MRR:0.08254, ice00001 +2023-05-23 14:54:15,026 - ice00001 - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.42238, Head : 0.37314, Avg : 0.39776 + +2023-05-23 14:54:15,026 - ice00001 - [INFO] - [Epoch 345]: Training Loss: 0.0017773, Valid MRR: 0.39857, + + + +2023-05-23 14:54:16,083 - ice00001 - [INFO] - [E:346| 0]: Train Loss:0.0017536, Val MRR:0.39857, ice00001 +2023-05-23 14:55:48,933 - ice00001 - [INFO] - [E:196| 100]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-23 14:55:55,225 - ice00001 - [INFO] - [E:346| 100]: Train Loss:0.0017722, Val MRR:0.39857, ice00001 +2023-05-23 14:57:24,678 - ice00001 - [INFO] - [E:196| 200]: Train Loss:0.0029034, Val MRR:0.08254, ice00001 +2023-05-23 14:57:33,993 - ice00001 - [INFO] - [E:346| 200]: Train Loss:0.0017726, Val MRR:0.39857, ice00001 +2023-05-23 14:58:53,336 - ice00001 - [INFO] - [E:196| 300]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 14:59:03,177 - ice00001 - [INFO] - [E:346| 300]: Train Loss:0.0017733, Val MRR:0.39857, ice00001 +2023-05-23 15:00:27,275 - ice00001 - [INFO] - [E:196| 400]: Train Loss:0.0029001, Val MRR:0.08254, ice00001 +2023-05-23 15:00:42,796 - ice00001 - [INFO] - [E:346| 400]: Train Loss:0.0017735, Val MRR:0.39857, ice00001 +2023-05-23 15:02:03,370 - ice00001 - [INFO] - [E:196| 500]: Train Loss:0.0029019, Val MRR:0.08254, ice00001 +2023-05-23 15:02:22,388 - ice00001 - [INFO] - [E:346| 500]: Train Loss:0.0017734, Val MRR:0.39857, ice00001 +2023-05-23 15:03:40,110 - ice00001 - [INFO] - [E:196| 600]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 15:04:01,174 - ice00001 - [INFO] - [E:346| 600]: Train Loss:0.0017745, Val MRR:0.39857, ice00001 +2023-05-23 15:05:16,991 - ice00001 - [INFO] - [E:196| 700]: Train Loss:0.0029025, Val MRR:0.08254, ice00001 +2023-05-23 15:05:40,047 - ice00001 - [INFO] - [E:346| 700]: Train Loss:0.0017757, Val MRR:0.39857, ice00001 +2023-05-23 15:06:52,537 - ice00001 - [INFO] - [E:196| 800]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 15:07:09,157 - ice00001 - [INFO] - [E:346| 800]: Train Loss:0.0017759, Val MRR:0.39857, ice00001 +2023-05-23 15:08:19,447 - ice00001 - [INFO] - [E:196| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 15:08:48,391 - ice00001 - [INFO] - [E:346| 900]: Train Loss:0.0017763, Val MRR:0.39857, ice00001 +2023-05-23 15:09:27,148 - ice00001 - [INFO] - [Epoch:196]: Training Loss:0.002902 + +2023-05-23 15:09:27,534 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:09:49,381 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:09:57,343 - ice00001 - [INFO] - [Epoch:346]: Training Loss:0.001776 + +2023-05-23 15:09:57,795 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:10:11,177 - ice00001 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.095, Head : 0.06916, Avg : 0.08208 + +2023-05-23 15:10:11,177 - ice00001 - [INFO] - [Epoch 196]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 15:10:12,234 - ice00001 - [INFO] - [E:197| 0]: Train Loss:0.0028602, Val MRR:0.08254, ice00001 +2023-05-23 15:10:20,047 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:10:42,286 - ice00001 - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.42405, Head : 0.37254, Avg : 0.3983 + +2023-05-23 15:10:42,287 - ice00001 - [INFO] - [Epoch 346]: Training Loss: 0.0017765, Valid MRR: 0.39857, + + + +2023-05-23 15:10:43,433 - ice00001 - [INFO] - [E:347| 0]: Train Loss:0.0017749, Val MRR:0.39857, ice00001 +2023-05-23 15:11:48,193 - ice00001 - [INFO] - [E:197| 100]: Train Loss:0.0029013, Val MRR:0.08254, ice00001 +2023-05-23 15:12:22,357 - ice00001 - [INFO] - [E:347| 100]: Train Loss:0.0017665, Val MRR:0.39857, ice00001 +2023-05-23 15:13:23,850 - ice00001 - [INFO] - [E:197| 200]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 15:14:01,136 - ice00001 - [INFO] - [E:347| 200]: Train Loss:0.0017674, Val MRR:0.39857, ice00001 +2023-05-23 15:14:59,924 - ice00001 - [INFO] - [E:197| 300]: Train Loss:0.0028997, Val MRR:0.08254, ice00001 +2023-05-23 15:15:30,610 - ice00001 - [INFO] - [E:347| 300]: Train Loss:0.00177, Val MRR:0.39857, ice00001 +2023-05-23 15:16:26,337 - ice00001 - [INFO] - [E:197| 400]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 15:17:08,867 - ice00001 - [INFO] - [E:347| 400]: Train Loss:0.0017715, Val MRR:0.39857, ice00001 +2023-05-23 15:18:03,068 - ice00001 - [INFO] - [E:197| 500]: Train Loss:0.002901, Val MRR:0.08254, ice00001 +2023-05-23 15:18:48,159 - ice00001 - [INFO] - [E:347| 500]: Train Loss:0.0017721, Val MRR:0.39857, ice00001 +2023-05-23 15:19:39,427 - ice00001 - [INFO] - [E:197| 600]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 15:20:26,784 - ice00001 - [INFO] - [E:347| 600]: Train Loss:0.0017731, Val MRR:0.39857, ice00001 +2023-05-23 15:21:15,283 - ice00001 - [INFO] - [E:197| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 15:22:05,954 - ice00001 - [INFO] - [E:347| 700]: Train Loss:0.0017743, Val MRR:0.39857, ice00001 +2023-05-23 15:22:51,602 - ice00001 - [INFO] - [E:197| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 15:23:34,747 - ice00001 - [INFO] - [E:347| 800]: Train Loss:0.0017749, Val MRR:0.39857, ice00001 +2023-05-23 15:24:17,617 - ice00001 - [INFO] - [E:197| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 15:25:13,833 - ice00001 - [INFO] - [E:347| 900]: Train Loss:0.0017753, Val MRR:0.39857, ice00001 +2023-05-23 15:25:25,245 - ice00001 - [INFO] - [Epoch:197]: Training Loss:0.002901 + +2023-05-23 15:25:25,575 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:25:47,661 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:26:09,512 - ice00001 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.09551, Head : 0.06906, Avg : 0.08228 + +2023-05-23 15:26:09,512 - ice00001 - [INFO] - [Epoch 197]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 15:26:10,534 - ice00001 - [INFO] - [E:198| 0]: Train Loss:0.0029275, Val MRR:0.08254, ice00001 +2023-05-23 15:26:23,809 - ice00001 - [INFO] - [Epoch:347]: Training Loss:0.001776 + +2023-05-23 15:26:24,314 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:26:46,816 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:27:09,149 - ice00001 - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.42251, Head : 0.37339, Avg : 0.39795 + +2023-05-23 15:27:09,149 - ice00001 - [INFO] - [Epoch 347]: Training Loss: 0.0017759, Valid MRR: 0.39857, + + + +2023-05-23 15:27:10,298 - ice00001 - [INFO] - [E:348| 0]: Train Loss:0.0017611, Val MRR:0.39857, ice00001 +2023-05-23 15:27:46,491 - ice00001 - [INFO] - [E:198| 100]: Train Loss:0.0029078, Val MRR:0.08254, ice00001 +2023-05-23 15:28:49,101 - ice00001 - [INFO] - [E:348| 100]: Train Loss:0.0017682, Val MRR:0.39857, ice00001 +2023-05-23 15:29:22,606 - ice00001 - [INFO] - [E:198| 200]: Train Loss:0.0029031, Val MRR:0.08254, ice00001 +2023-05-23 15:30:28,361 - ice00001 - [INFO] - [E:348| 200]: Train Loss:0.0017706, Val MRR:0.39857, ice00001 +2023-05-23 15:30:58,454 - ice00001 - [INFO] - [E:198| 300]: Train Loss:0.0029032, Val MRR:0.08254, ice00001 +2023-05-23 15:31:57,524 - ice00001 - [INFO] - [E:348| 300]: Train Loss:0.0017728, Val MRR:0.39857, ice00001 +2023-05-23 15:32:24,891 - ice00001 - [INFO] - [E:198| 400]: Train Loss:0.0029023, Val MRR:0.08254, ice00001 +2023-05-23 15:33:36,998 - ice00001 - [INFO] - [E:348| 400]: Train Loss:0.0017734, Val MRR:0.39857, ice00001 +2023-05-23 15:34:00,746 - ice00001 - [INFO] - [E:198| 500]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 15:35:16,458 - ice00001 - [INFO] - [E:348| 500]: Train Loss:0.0017739, Val MRR:0.39857, ice00001 +2023-05-23 15:35:36,804 - ice00001 - [INFO] - [E:198| 600]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 15:36:57,908 - ice00001 - [INFO] - [E:348| 600]: Train Loss:0.0017742, Val MRR:0.39857, ice00001 +2023-05-23 15:37:15,877 - ice00001 - [INFO] - [E:198| 700]: Train Loss:0.0029009, Val MRR:0.08254, ice00001 +2023-05-23 15:38:36,681 - ice00001 - [INFO] - [E:348| 700]: Train Loss:0.0017742, Val MRR:0.39857, ice00001 +2023-05-23 15:38:51,924 - ice00001 - [INFO] - [E:198| 800]: Train Loss:0.0029011, Val MRR:0.08254, ice00001 +2023-05-23 15:40:06,749 - ice00001 - [INFO] - [E:348| 800]: Train Loss:0.0017746, Val MRR:0.39857, ice00001 +2023-05-23 15:40:17,910 - ice00001 - [INFO] - [E:198| 900]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 15:41:25,816 - ice00001 - [INFO] - [Epoch:198]: Training Loss:0.002902 + +2023-05-23 15:41:26,068 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:41:44,188 - ice00001 - [INFO] - [E:348| 900]: Train Loss:0.0017752, Val MRR:0.39857, ice00001 +2023-05-23 15:41:48,207 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:42:10,113 - ice00001 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.09404, Head : 0.0688, Avg : 0.08142 + +2023-05-23 15:42:10,113 - ice00001 - [INFO] - [Epoch 198]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 15:42:11,159 - ice00001 - [INFO] - [E:199| 0]: Train Loss:0.0028617, Val MRR:0.08254, ice00001 +2023-05-23 15:42:53,144 - ice00001 - [INFO] - [Epoch:348]: Training Loss:0.001776 + +2023-05-23 15:42:53,527 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:43:15,991 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:43:38,320 - ice00001 - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.42307, Head : 0.37384, Avg : 0.39846 + +2023-05-23 15:43:38,320 - ice00001 - [INFO] - [Epoch 348]: Training Loss: 0.0017757, Valid MRR: 0.39857, + + + +2023-05-23 15:43:39,310 - ice00001 - [INFO] - [E:349| 0]: Train Loss:0.0017595, Val MRR:0.39857, ice00001 +2023-05-23 15:43:47,102 - ice00001 - [INFO] - [E:199| 100]: Train Loss:0.0029076, Val MRR:0.08254, ice00001 +2023-05-23 15:45:17,865 - ice00001 - [INFO] - [E:349| 100]: Train Loss:0.0017682, Val MRR:0.39857, ice00001 +2023-05-23 15:45:23,269 - ice00001 - [INFO] - [E:199| 200]: Train Loss:0.0029038, Val MRR:0.08254, ice00001 +2023-05-23 15:46:57,020 - ice00001 - [INFO] - [E:349| 200]: Train Loss:0.0017727, Val MRR:0.39857, ice00001 +2023-05-23 15:46:59,271 - ice00001 - [INFO] - [E:199| 300]: Train Loss:0.0029051, Val MRR:0.08254, ice00001 +2023-05-23 15:48:25,214 - ice00001 - [INFO] - [E:199| 400]: Train Loss:0.002904, Val MRR:0.08254, ice00001 +2023-05-23 15:48:26,517 - ice00001 - [INFO] - [E:349| 300]: Train Loss:0.0017722, Val MRR:0.39857, ice00001 +2023-05-23 15:50:00,923 - ice00001 - [INFO] - [E:199| 500]: Train Loss:0.0029021, Val MRR:0.08254, ice00001 +2023-05-23 15:50:05,653 - ice00001 - [INFO] - [E:349| 400]: Train Loss:0.0017725, Val MRR:0.39857, ice00001 +2023-05-23 15:51:37,086 - ice00001 - [INFO] - [E:199| 600]: Train Loss:0.0029015, Val MRR:0.08254, ice00001 +2023-05-23 15:51:45,336 - ice00001 - [INFO] - [E:349| 500]: Train Loss:0.0017736, Val MRR:0.39857, ice00001 +2023-05-23 15:53:12,833 - ice00001 - [INFO] - [E:199| 700]: Train Loss:0.0029017, Val MRR:0.08254, ice00001 +2023-05-23 15:53:24,651 - ice00001 - [INFO] - [E:349| 600]: Train Loss:0.0017739, Val MRR:0.39857, ice00001 +2023-05-23 15:54:49,188 - ice00001 - [INFO] - [E:199| 800]: Train Loss:0.0029018, Val MRR:0.08254, ice00001 +2023-05-23 15:55:03,055 - ice00001 - [INFO] - [E:349| 700]: Train Loss:0.0017748, Val MRR:0.39857, ice00001 +2023-05-23 15:56:22,141 - ice00001 - [INFO] - [E:199| 900]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 15:56:32,397 - ice00001 - [INFO] - [E:349| 800]: Train Loss:0.0017753, Val MRR:0.39857, ice00001 +2023-05-23 15:57:23,747 - ice00001 - [INFO] - [Epoch:199]: Training Loss:0.002902 + +2023-05-23 15:57:24,241 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:57:46,331 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:58:08,452 - ice00001 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.09459, Head : 0.06915, Avg : 0.08187 + MR: Tail : 901.29, Head : 1054.1, Avg : 977.68 + Hit-1: Tail : 0.03848, Head : 0.02779, Avg : 0.03314 + Hit-3: Tail : 0.09892, Head : 0.06142, Avg : 0.08017 + Hit-10: Tail : 0.20646, Head : 0.15876, Avg : 0.18261 +2023-05-23 15:58:08,453 - ice00001 - [INFO] - [Epoch 199]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 15:58:09,270 - ice00001 - [INFO] - [E:200| 0]: Train Loss:0.0028972, Val MRR:0.08254, ice00001 +2023-05-23 15:58:10,251 - ice00001 - [INFO] - [E:349| 900]: Train Loss:0.0017752, Val MRR:0.39857, ice00001 +2023-05-23 15:59:19,364 - ice00001 - [INFO] - [Epoch:349]: Training Loss:0.001775 + +2023-05-23 15:59:19,620 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 15:59:42,435 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 15:59:45,628 - ice00001 - [INFO] - [E:200| 100]: Train Loss:0.0029048, Val MRR:0.08254, ice00001 +2023-05-23 16:00:04,631 - ice00001 - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.42239, Head : 0.37311, Avg : 0.39775 + MR: Tail : 337.01, Head : 349.53, Avg : 343.27 + Hit-1: Tail : 0.31387, Head : 0.26593, Avg : 0.2899 + Hit-3: Tail : 0.477, Head : 0.42275, Avg : 0.44987 + Hit-10: Tail : 0.63224, Head : 0.58272, Avg : 0.60748 +2023-05-23 16:00:04,631 - ice00001 - [INFO] - [Epoch 349]: Training Loss: 0.0017754, Valid MRR: 0.39857, + + + +2023-05-23 16:00:05,804 - ice00001 - [INFO] - [E:350| 0]: Train Loss:0.0017658, Val MRR:0.39857, ice00001 +2023-05-23 16:01:21,630 - ice00001 - [INFO] - [E:200| 200]: Train Loss:0.0029024, Val MRR:0.08254, ice00001 +2023-05-23 16:01:44,524 - ice00001 - [INFO] - [E:350| 100]: Train Loss:0.0017707, Val MRR:0.39857, ice00001 +2023-05-23 16:02:57,533 - ice00001 - [INFO] - [E:200| 300]: Train Loss:0.0029014, Val MRR:0.08254, ice00001 +2023-05-23 16:03:23,849 - ice00001 - [INFO] - [E:350| 200]: Train Loss:0.0017698, Val MRR:0.39857, ice00001 +2023-05-23 16:04:31,103 - ice00001 - [INFO] - [E:200| 400]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 16:04:52,727 - ice00001 - [INFO] - [E:350| 300]: Train Loss:0.001771, Val MRR:0.39857, ice00001 +2023-05-23 16:05:58,641 - ice00001 - [INFO] - [E:200| 500]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 16:06:31,455 - ice00001 - [INFO] - [E:350| 400]: Train Loss:0.0017716, Val MRR:0.39857, ice00001 +2023-05-23 16:07:35,839 - ice00001 - [INFO] - [E:200| 600]: Train Loss:0.0028993, Val MRR:0.08254, ice00001 +2023-05-23 16:08:10,715 - ice00001 - [INFO] - [E:350| 500]: Train Loss:0.0017722, Val MRR:0.39857, ice00001 +2023-05-23 16:09:11,700 - ice00001 - [INFO] - [E:200| 700]: Train Loss:0.0028999, Val MRR:0.08254, ice00001 +2023-05-23 16:09:49,871 - ice00001 - [INFO] - [E:350| 600]: Train Loss:0.001772, Val MRR:0.39857, ice00001 +2023-05-23 16:10:48,333 - ice00001 - [INFO] - [E:200| 800]: Train Loss:0.0029004, Val MRR:0.08254, ice00001 +2023-05-23 16:11:29,547 - ice00001 - [INFO] - [E:350| 700]: Train Loss:0.0017725, Val MRR:0.39857, ice00001 +2023-05-23 16:12:24,622 - ice00001 - [INFO] - [E:200| 900]: Train Loss:0.0029012, Val MRR:0.08254, ice00001 +2023-05-23 16:12:58,381 - ice00001 - [INFO] - [E:350| 800]: Train Loss:0.0017736, Val MRR:0.39857, ice00001 +2023-05-23 16:13:22,005 - ice00001 - [INFO] - [Epoch:200]: Training Loss:0.002901 + +2023-05-23 16:13:22,344 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 16:13:44,761 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 16:14:06,398 - ice00001 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.09471, Head : 0.06957, Avg : 0.08214 + +2023-05-23 16:14:06,398 - ice00001 - [INFO] - [Epoch 200]: Training Loss: 0.0029015, Valid MRR: 0.08254, + + + +2023-05-23 16:14:07,538 - ice00001 - [INFO] - [E:201| 0]: Train Loss:0.0028923, Val MRR:0.08254, ice00001 +2023-05-23 16:14:37,691 - ice00001 - [INFO] - [E:350| 900]: Train Loss:0.0017745, Val MRR:0.39857, ice00001 +2023-05-23 16:15:43,288 - ice00001 - [INFO] - [E:201| 100]: Train Loss:0.0028965, Val MRR:0.08254, ice00001 +2023-05-23 16:15:47,357 - ice00001 - [INFO] - [Epoch:350]: Training Loss:0.001775 + +2023-05-23 16:15:47,850 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 16:16:10,198 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 16:16:32,596 - ice00001 - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.4229, Head : 0.37335, Avg : 0.39813 + +2023-05-23 16:16:32,597 - ice00001 - [INFO] - [Epoch 350]: Training Loss: 0.0017749, Valid MRR: 0.39857, + + + +2023-05-23 16:16:33,681 - ice00001 - [INFO] - [E:351| 0]: Train Loss:0.0017394, Val MRR:0.39857, ice00001 +2023-05-23 16:17:19,346 - ice00001 - [INFO] - [E:201| 200]: Train Loss:0.0028998, Val MRR:0.08254, ice00001 +2023-05-23 16:18:12,569 - ice00001 - [INFO] - [E:351| 100]: Train Loss:0.0017673, Val MRR:0.39857, ice00001 +2023-05-23 16:19:50,371 - ice00001 - [INFO] - [E:351| 200]: Train Loss:0.0017683, Val MRR:0.39857, ice00001 +2023-05-23 16:21:21,092 - ice00001 - [INFO] - [E:351| 300]: Train Loss:0.0017696, Val MRR:0.39857, ice00001 +2023-05-23 16:22:59,663 - ice00001 - [INFO] - [E:351| 400]: Train Loss:0.0017711, Val MRR:0.39857, ice00001 +2023-05-23 16:24:38,419 - ice00001 - [INFO] - [E:351| 500]: Train Loss:0.0017719, Val MRR:0.39857, ice00001 +2023-05-23 16:26:17,031 - ice00001 - [INFO] - [E:351| 600]: Train Loss:0.0017721, Val MRR:0.39857, ice00001 +2023-05-23 16:27:54,868 - ice00001 - [INFO] - [E:351| 700]: Train Loss:0.0017729, Val MRR:0.39857, ice00001 +2023-05-23 16:29:23,155 - ice00001 - [INFO] - [E:351| 800]: Train Loss:0.0017735, Val MRR:0.39857, ice00001 +2023-05-23 16:31:01,588 - ice00001 - [INFO] - [E:351| 900]: Train Loss:0.0017744, Val MRR:0.39857, ice00001 +2023-05-23 16:32:10,861 - ice00001 - [INFO] - [Epoch:351]: Training Loss:0.001775 + +2023-05-23 16:32:11,119 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 16:32:33,040 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 16:32:54,699 - ice00001 - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.42382, Head : 0.37323, Avg : 0.39852 + +2023-05-23 16:32:54,699 - ice00001 - [INFO] - [Epoch 351]: Training Loss: 0.0017746, Valid MRR: 0.39857, + + + +2023-05-23 16:32:55,802 - ice00001 - [INFO] - [E:352| 0]: Train Loss:0.0017548, Val MRR:0.39857, ice00001 +2023-05-23 16:34:33,480 - ice00001 - [INFO] - [E:352| 100]: Train Loss:0.0017663, Val MRR:0.39857, ice00001 +2023-05-23 16:36:11,331 - ice00001 - [INFO] - [E:352| 200]: Train Loss:0.0017686, Val MRR:0.39857, ice00001 +2023-05-23 16:37:39,918 - ice00001 - [INFO] - [E:352| 300]: Train Loss:0.0017685, Val MRR:0.39857, ice00001 +2023-05-23 16:39:18,038 - ice00001 - [INFO] - [E:352| 400]: Train Loss:0.0017699, Val MRR:0.39857, ice00001 +2023-05-23 16:40:56,365 - ice00001 - [INFO] - [E:352| 500]: Train Loss:0.0017709, Val MRR:0.39857, ice00001 +2023-05-23 16:42:34,414 - ice00001 - [INFO] - [E:352| 600]: Train Loss:0.0017718, Val MRR:0.39857, ice00001 +2023-05-23 16:44:12,479 - ice00001 - [INFO] - [E:352| 700]: Train Loss:0.0017724, Val MRR:0.39857, ice00001 +2023-05-23 16:45:40,750 - ice00001 - [INFO] - [E:352| 800]: Train Loss:0.0017734, Val MRR:0.39857, ice00001 +2023-05-23 16:47:18,719 - ice00001 - [INFO] - [E:352| 900]: Train Loss:0.0017738, Val MRR:0.39857, ice00001 +2023-05-23 16:48:28,145 - ice00001 - [INFO] - [Epoch:352]: Training Loss:0.001774 + +2023-05-23 16:48:28,532 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 16:48:50,428 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 16:49:12,014 - ice00001 - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.42289, Head : 0.37326, Avg : 0.39807 + +2023-05-23 16:49:12,014 - ice00001 - [INFO] - [Epoch 352]: Training Loss: 0.0017739, Valid MRR: 0.39857, + + + +2023-05-23 16:49:13,086 - ice00001 - [INFO] - [E:353| 0]: Train Loss:0.0017289, Val MRR:0.39857, ice00001 +2023-05-23 16:50:51,277 - ice00001 - [INFO] - [E:353| 100]: Train Loss:0.0017672, Val MRR:0.39857, ice00001 +2023-05-23 16:52:22,962 - ice00001 - [INFO] - [E:353| 200]: Train Loss:0.0017703, Val MRR:0.39857, ice00001 +2023-05-23 16:53:58,507 - ice00001 - [INFO] - [E:353| 300]: Train Loss:0.0017686, Val MRR:0.39857, ice00001 +2023-05-23 16:55:37,232 - ice00001 - [INFO] - [E:353| 400]: Train Loss:0.0017701, Val MRR:0.39857, ice00001 +2023-05-23 16:57:15,517 - ice00001 - [INFO] - [E:353| 500]: Train Loss:0.0017709, Val MRR:0.39857, ice00001 +2023-05-23 16:58:53,473 - ice00001 - [INFO] - [E:353| 600]: Train Loss:0.0017713, Val MRR:0.39857, ice00001 +2023-05-23 17:00:21,535 - ice00001 - [INFO] - [E:353| 700]: Train Loss:0.001772, Val MRR:0.39857, ice00001 +2023-05-23 17:01:59,304 - ice00001 - [INFO] - [E:353| 800]: Train Loss:0.0017722, Val MRR:0.39857, ice00001 +2023-05-23 17:03:37,790 - ice00001 - [INFO] - [E:353| 900]: Train Loss:0.0017729, Val MRR:0.39857, ice00001 +2023-05-23 17:04:48,687 - ice00001 - [INFO] - [Epoch:353]: Training Loss:0.001774 + +2023-05-23 17:04:49,196 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 17:05:11,058 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 17:05:32,677 - ice00001 - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.42143, Head : 0.37275, Avg : 0.39709 + +2023-05-23 17:05:32,677 - ice00001 - [INFO] - [Epoch 353]: Training Loss: 0.0017736, Valid MRR: 0.39857, + + + +2023-05-23 17:05:33,724 - ice00001 - [INFO] - [E:354| 0]: Train Loss:0.0017721, Val MRR:0.39857, ice00001 +2023-05-23 17:07:11,571 - ice00001 - [INFO] - [E:354| 100]: Train Loss:0.0017671, Val MRR:0.39857, ice00001 +2023-05-23 17:08:39,738 - ice00001 - [INFO] - [E:354| 200]: Train Loss:0.0017708, Val MRR:0.39857, ice00001 +2023-05-23 17:10:18,043 - ice00001 - [INFO] - [E:354| 300]: Train Loss:0.0017704, Val MRR:0.39857, ice00001 +2023-05-23 17:11:56,127 - ice00001 - [INFO] - [E:354| 400]: Train Loss:0.0017706, Val MRR:0.39857, ice00001 +2023-05-23 17:13:34,292 - ice00001 - [INFO] - [E:354| 500]: Train Loss:0.0017702, Val MRR:0.39857, ice00001 +2023-05-23 17:15:12,358 - ice00001 - [INFO] - [E:354| 600]: Train Loss:0.001771, Val MRR:0.39857, ice00001 +2023-05-23 17:16:41,192 - ice00001 - [INFO] - [E:354| 700]: Train Loss:0.0017717, Val MRR:0.39857, ice00001 +2023-05-23 17:18:19,878 - ice00001 - [INFO] - [E:354| 800]: Train Loss:0.0017723, Val MRR:0.39857, ice00001 +2023-05-23 17:19:58,446 - ice00001 - [INFO] - [E:354| 900]: Train Loss:0.0017728, Val MRR:0.39857, ice00001 +2023-05-23 17:21:07,204 - ice00001 - [INFO] - [Epoch:354]: Training Loss:0.001773 + +2023-05-23 17:21:07,462 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 17:21:29,566 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 17:21:51,447 - ice00001 - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.42313, Head : 0.37293, Avg : 0.39803 + +2023-05-23 17:21:51,447 - ice00001 - [INFO] - [Epoch 354]: Training Loss: 0.0017731, Valid MRR: 0.39857, + + + +2023-05-23 17:21:52,211 - ice00001 - [INFO] - [E:355| 0]: Train Loss:0.0017813, Val MRR:0.39857, ice00001 +2023-05-23 17:23:30,309 - ice00001 - [INFO] - [E:355| 100]: Train Loss:0.001771, Val MRR:0.39857, ice00001 +2023-05-23 17:24:59,368 - ice00001 - [INFO] - [E:355| 200]: Train Loss:0.0017682, Val MRR:0.39857, ice00001 +2023-05-23 17:26:38,133 - ice00001 - [INFO] - [E:355| 300]: Train Loss:0.0017689, Val MRR:0.39857, ice00001 +2023-05-23 17:28:15,774 - ice00001 - [INFO] - [E:355| 400]: Train Loss:0.0017701, Val MRR:0.39857, ice00001 +2023-05-23 17:29:54,304 - ice00001 - [INFO] - [E:355| 500]: Train Loss:0.0017705, Val MRR:0.39857, ice00001 +2023-05-23 17:31:30,582 - ice00001 - [INFO] - [E:355| 600]: Train Loss:0.0017715, Val MRR:0.39857, ice00001 +2023-05-23 17:33:00,872 - ice00001 - [INFO] - [E:355| 700]: Train Loss:0.001771, Val MRR:0.39857, ice00001 +2023-05-23 17:34:38,892 - ice00001 - [INFO] - [E:355| 800]: Train Loss:0.0017714, Val MRR:0.39857, ice00001 +2023-05-23 17:36:17,076 - ice00001 - [INFO] - [E:355| 900]: Train Loss:0.0017719, Val MRR:0.39857, ice00001 +2023-05-23 17:37:26,225 - ice00001 - [INFO] - [Epoch:355]: Training Loss:0.001772 + +2023-05-23 17:37:26,591 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 17:37:48,399 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 17:38:09,900 - ice00001 - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.42471, Head : 0.37257, Avg : 0.39864 + +2023-05-23 17:38:11,429 - ice00001 - [INFO] - [Epoch 355]: Training Loss: 0.0017725, Valid MRR: 0.39864, + + + +2023-05-23 17:38:12,466 - ice00001 - [INFO] - [E:356| 0]: Train Loss:0.0017954, Val MRR:0.39864, ice00001 +2023-05-23 17:39:41,107 - ice00001 - [INFO] - [E:356| 100]: Train Loss:0.0017623, Val MRR:0.39864, ice00001 +2023-05-23 17:41:19,746 - ice00001 - [INFO] - [E:356| 200]: Train Loss:0.0017668, Val MRR:0.39864, ice00001 +2023-05-23 17:42:58,481 - ice00001 - [INFO] - [E:356| 300]: Train Loss:0.0017677, Val MRR:0.39864, ice00001 +2023-05-23 17:44:37,058 - ice00001 - [INFO] - [E:356| 400]: Train Loss:0.0017677, Val MRR:0.39864, ice00001 +2023-05-23 17:46:14,892 - ice00001 - [INFO] - [E:356| 500]: Train Loss:0.0017692, Val MRR:0.39864, ice00001 +2023-05-23 17:47:42,943 - ice00001 - [INFO] - [E:356| 600]: Train Loss:0.0017698, Val MRR:0.39864, ice00001 +2023-05-23 17:49:23,419 - ice00001 - [INFO] - [E:356| 700]: Train Loss:0.0017708, Val MRR:0.39864, ice00001 +2023-05-23 17:51:01,239 - ice00001 - [INFO] - [E:356| 800]: Train Loss:0.0017717, Val MRR:0.39864, ice00001 +2023-05-23 17:52:39,930 - ice00001 - [INFO] - [E:356| 900]: Train Loss:0.0017719, Val MRR:0.39864, ice00001 +2023-05-23 17:53:49,054 - ice00001 - [INFO] - [Epoch:356]: Training Loss:0.001772 + +2023-05-23 17:53:49,431 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 17:54:11,252 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 17:54:32,925 - ice00001 - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.42367, Head : 0.37424, Avg : 0.39895 + +2023-05-23 17:54:34,426 - ice00001 - [INFO] - [Epoch 356]: Training Loss: 0.0017723, Valid MRR: 0.39895, + + + +2023-05-23 17:54:35,599 - ice00001 - [INFO] - [E:357| 0]: Train Loss:0.0017312, Val MRR:0.39895, ice00001 +2023-05-23 17:56:04,077 - ice00001 - [INFO] - [E:357| 100]: Train Loss:0.0017645, Val MRR:0.39895, ice00001 +2023-05-23 17:57:42,458 - ice00001 - [INFO] - [E:357| 200]: Train Loss:0.0017667, Val MRR:0.39895, ice00001 +2023-05-23 17:59:21,129 - ice00001 - [INFO] - [E:357| 300]: Train Loss:0.0017665, Val MRR:0.39895, ice00001 +2023-05-23 18:00:59,126 - ice00001 - [INFO] - [E:357| 400]: Train Loss:0.0017676, Val MRR:0.39895, ice00001 +2023-05-23 18:02:36,935 - ice00001 - [INFO] - [E:357| 500]: Train Loss:0.0017684, Val MRR:0.39895, ice00001 +2023-05-23 18:04:05,851 - ice00001 - [INFO] - [E:357| 600]: Train Loss:0.0017695, Val MRR:0.39895, ice00001 +2023-05-23 18:05:43,352 - ice00001 - [INFO] - [E:357| 700]: Train Loss:0.0017697, Val MRR:0.39895, ice00001 +2023-05-23 18:07:21,399 - ice00001 - [INFO] - [E:357| 800]: Train Loss:0.0017703, Val MRR:0.39895, ice00001 +2023-05-23 18:08:59,896 - ice00001 - [INFO] - [E:357| 900]: Train Loss:0.0017707, Val MRR:0.39895, ice00001 +2023-05-23 18:10:08,593 - ice00001 - [INFO] - [Epoch:357]: Training Loss:0.001771 + +2023-05-23 18:10:08,976 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 18:10:31,118 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 18:10:45,651 - ice00001 - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.4242, Head : 0.37403, Avg : 0.39911 + +2023-05-23 18:10:47,148 - ice00001 - [INFO] - [Epoch 357]: Training Loss: 0.0017713, Valid MRR: 0.39911, + + + +2023-05-23 18:10:47,801 - ice00001 - [INFO] - [E:358| 0]: Train Loss:0.0017923, Val MRR:0.39911, ice00001 +2023-05-23 18:12:23,758 - ice00001 - [INFO] - [E:358| 100]: Train Loss:0.0017682, Val MRR:0.39911, ice00001 +2023-05-23 18:14:02,418 - ice00001 - [INFO] - [E:358| 200]: Train Loss:0.001768, Val MRR:0.39911, ice00001 +2023-05-23 18:15:41,102 - ice00001 - [INFO] - [E:358| 300]: Train Loss:0.0017689, Val MRR:0.39911, ice00001 +2023-05-23 18:17:19,913 - ice00001 - [INFO] - [E:358| 400]: Train Loss:0.0017694, Val MRR:0.39911, ice00001 +2023-05-23 18:18:48,601 - ice00001 - [INFO] - [E:358| 500]: Train Loss:0.0017694, Val MRR:0.39911, ice00001 +2023-05-23 18:20:27,295 - ice00001 - [INFO] - [E:358| 600]: Train Loss:0.0017695, Val MRR:0.39911, ice00001 +2023-05-23 18:22:05,664 - ice00001 - [INFO] - [E:358| 700]: Train Loss:0.0017702, Val MRR:0.39911, ice00001 +2023-05-23 18:23:43,918 - ice00001 - [INFO] - [E:358| 800]: Train Loss:0.0017704, Val MRR:0.39911, ice00001 +2023-05-23 18:25:22,613 - ice00001 - [INFO] - [E:358| 900]: Train Loss:0.0017707, Val MRR:0.39911, ice00001 +2023-05-23 18:26:23,143 - ice00001 - [INFO] - [Epoch:358]: Training Loss:0.001771 + +2023-05-23 18:26:23,356 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 18:26:44,147 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 18:27:05,703 - ice00001 - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.42189, Head : 0.37236, Avg : 0.39712 + +2023-05-23 18:27:05,703 - ice00001 - [INFO] - [Epoch 358]: Training Loss: 0.0017711, Valid MRR: 0.39911, + + + +2023-05-23 18:27:06,745 - ice00001 - [INFO] - [E:359| 0]: Train Loss:0.0017632, Val MRR:0.39911, ice00001 +2023-05-23 18:28:45,355 - ice00001 - [INFO] - [E:359| 100]: Train Loss:0.0017688, Val MRR:0.39911, ice00001 +2023-05-23 18:30:23,201 - ice00001 - [INFO] - [E:359| 200]: Train Loss:0.0017674, Val MRR:0.39911, ice00001 +2023-05-23 18:32:03,559 - ice00001 - [INFO] - [E:359| 300]: Train Loss:0.0017667, Val MRR:0.39911, ice00001 +2023-05-23 18:33:41,348 - ice00001 - [INFO] - [E:359| 400]: Train Loss:0.0017683, Val MRR:0.39911, ice00001 +2023-05-23 18:35:10,156 - ice00001 - [INFO] - [E:359| 500]: Train Loss:0.0017687, Val MRR:0.39911, ice00001 +2023-05-23 18:36:48,548 - ice00001 - [INFO] - [E:359| 600]: Train Loss:0.0017701, Val MRR:0.39911, ice00001 +2023-05-23 18:38:27,111 - ice00001 - [INFO] - [E:359| 700]: Train Loss:0.0017701, Val MRR:0.39911, ice00001 +2023-05-23 18:40:05,382 - ice00001 - [INFO] - [E:359| 800]: Train Loss:0.0017704, Val MRR:0.39911, ice00001 +2023-05-23 18:41:43,023 - ice00001 - [INFO] - [E:359| 900]: Train Loss:0.0017703, Val MRR:0.39911, ice00001 +2023-05-23 18:42:42,306 - ice00001 - [INFO] - [Epoch:359]: Training Loss:0.00177 + +2023-05-23 18:42:42,814 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 18:43:04,708 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 18:43:26,297 - ice00001 - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.42456, Head : 0.37315, Avg : 0.39885 + MR: Tail : 335.73, Head : 348.32, Avg : 342.03 + Hit-1: Tail : 0.31691, Head : 0.26678, Avg : 0.29184 + Hit-3: Tail : 0.47603, Head : 0.41935, Avg : 0.44769 + Hit-10: Tail : 0.63297, Head : 0.5849, Avg : 0.60893 +2023-05-23 18:43:26,298 - ice00001 - [INFO] - [Epoch 359]: Training Loss: 0.0017704, Valid MRR: 0.39911, + + + +2023-05-23 18:43:27,337 - ice00001 - [INFO] - [E:360| 0]: Train Loss:0.001739, Val MRR:0.39911, ice00001 +2023-05-23 18:45:05,837 - ice00001 - [INFO] - [E:360| 100]: Train Loss:0.0017656, Val MRR:0.39911, ice00001 +2023-05-23 18:46:44,123 - ice00001 - [INFO] - [E:360| 200]: Train Loss:0.0017654, Val MRR:0.39911, ice00001 +2023-05-23 18:48:22,205 - ice00001 - [INFO] - [E:360| 300]: Train Loss:0.0017654, Val MRR:0.39911, ice00001 +2023-05-23 18:49:53,739 - ice00001 - [INFO] - [E:360| 400]: Train Loss:0.001766, Val MRR:0.39911, ice00001 +2023-05-23 18:51:28,978 - ice00001 - [INFO] - [E:360| 500]: Train Loss:0.0017675, Val MRR:0.39911, ice00001 +2023-05-23 18:53:07,332 - ice00001 - [INFO] - [E:360| 600]: Train Loss:0.0017686, Val MRR:0.39911, ice00001 +2023-05-23 18:54:45,156 - ice00001 - [INFO] - [E:360| 700]: Train Loss:0.0017687, Val MRR:0.39911, ice00001 +2023-05-23 18:56:22,811 - ice00001 - [INFO] - [E:360| 800]: Train Loss:0.0017696, Val MRR:0.39911, ice00001 +2023-05-23 18:57:51,716 - ice00001 - [INFO] - [E:360| 900]: Train Loss:0.0017698, Val MRR:0.39911, ice00001 +2023-05-23 18:59:00,809 - ice00001 - [INFO] - [Epoch:360]: Training Loss:0.00177 + +2023-05-23 18:59:01,144 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 18:59:23,157 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 18:59:45,048 - ice00001 - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.42339, Head : 0.37305, Avg : 0.39822 + +2023-05-23 18:59:45,048 - ice00001 - [INFO] - [Epoch 360]: Training Loss: 0.0017705, Valid MRR: 0.39911, + + + +2023-05-23 18:59:45,817 - ice00001 - [INFO] - [E:361| 0]: Train Loss:0.0018002, Val MRR:0.39911, ice00001 +2023-05-23 19:01:23,919 - ice00001 - [INFO] - [E:361| 100]: Train Loss:0.0017667, Val MRR:0.39911, ice00001 +2023-05-23 19:03:01,984 - ice00001 - [INFO] - [E:361| 200]: Train Loss:0.0017677, Val MRR:0.39911, ice00001 +2023-05-23 19:04:39,770 - ice00001 - [INFO] - [E:361| 300]: Train Loss:0.0017679, Val MRR:0.39911, ice00001 +2023-05-23 19:06:07,978 - ice00001 - [INFO] - [E:361| 400]: Train Loss:0.0017674, Val MRR:0.39911, ice00001 +2023-05-23 19:07:45,783 - ice00001 - [INFO] - [E:361| 500]: Train Loss:0.0017681, Val MRR:0.39911, ice00001 +2023-05-23 19:09:23,654 - ice00001 - [INFO] - [E:361| 600]: Train Loss:0.0017683, Val MRR:0.39911, ice00001 +2023-05-23 19:11:01,746 - ice00001 - [INFO] - [E:361| 700]: Train Loss:0.0017688, Val MRR:0.39911, ice00001 +2023-05-23 19:12:40,530 - ice00001 - [INFO] - [E:361| 800]: Train Loss:0.0017692, Val MRR:0.39911, ice00001 +2023-05-23 19:14:09,319 - ice00001 - [INFO] - [E:361| 900]: Train Loss:0.0017695, Val MRR:0.39911, ice00001 +2023-05-23 19:15:20,573 - ice00001 - [INFO] - [Epoch:361]: Training Loss:0.00177 + +2023-05-23 19:15:21,079 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 19:15:42,933 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 19:16:04,479 - ice00001 - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.42398, Head : 0.37245, Avg : 0.39821 + +2023-05-23 19:16:04,479 - ice00001 - [INFO] - [Epoch 361]: Training Loss: 0.0017701, Valid MRR: 0.39911, + + + +2023-05-23 19:16:05,515 - ice00001 - [INFO] - [E:362| 0]: Train Loss:0.0018105, Val MRR:0.39911, ice00001 +2023-05-23 19:17:43,995 - ice00001 - [INFO] - [E:362| 100]: Train Loss:0.0017638, Val MRR:0.39911, ice00001 +2023-05-23 19:19:22,758 - ice00001 - [INFO] - [E:362| 200]: Train Loss:0.0017672, Val MRR:0.39911, ice00001 +2023-05-23 19:21:00,773 - ice00001 - [INFO] - [E:362| 300]: Train Loss:0.0017681, Val MRR:0.39911, ice00001 +2023-05-23 19:22:29,241 - ice00001 - [INFO] - [E:362| 400]: Train Loss:0.0017674, Val MRR:0.39911, ice00001 +2023-05-23 19:24:07,040 - ice00001 - [INFO] - [E:362| 500]: Train Loss:0.0017679, Val MRR:0.39911, ice00001 +2023-05-23 19:25:44,658 - ice00001 - [INFO] - [E:362| 600]: Train Loss:0.0017684, Val MRR:0.39911, ice00001 +2023-05-23 19:27:22,967 - ice00001 - [INFO] - [E:362| 700]: Train Loss:0.0017693, Val MRR:0.39911, ice00001 +2023-05-23 19:29:01,132 - ice00001 - [INFO] - [E:362| 800]: Train Loss:0.0017695, Val MRR:0.39911, ice00001 +2023-05-23 19:30:30,004 - ice00001 - [INFO] - [E:362| 900]: Train Loss:0.0017698, Val MRR:0.39911, ice00001 +2023-05-23 19:31:38,722 - ice00001 - [INFO] - [Epoch:362]: Training Loss:0.00177 + +2023-05-23 19:31:39,062 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 19:32:01,053 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 19:32:22,650 - ice00001 - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.42425, Head : 0.37241, Avg : 0.39833 + +2023-05-23 19:32:22,650 - ice00001 - [INFO] - [Epoch 362]: Training Loss: 0.00177, Valid MRR: 0.39911, + + + +2023-05-23 19:32:23,656 - ice00001 - [INFO] - [E:363| 0]: Train Loss:0.0017937, Val MRR:0.39911, ice00001 +2023-05-23 19:34:01,886 - ice00001 - [INFO] - [E:363| 100]: Train Loss:0.0017692, Val MRR:0.39911, ice00001 +2023-05-23 19:35:40,174 - ice00001 - [INFO] - [E:363| 200]: Train Loss:0.0017684, Val MRR:0.39911, ice00001 +2023-05-23 19:37:08,807 - ice00001 - [INFO] - [E:363| 300]: Train Loss:0.0017666, Val MRR:0.39911, ice00001 +2023-05-23 19:38:46,895 - ice00001 - [INFO] - [E:363| 400]: Train Loss:0.0017676, Val MRR:0.39911, ice00001 +2023-05-23 19:40:24,896 - ice00001 - [INFO] - [E:363| 500]: Train Loss:0.0017682, Val MRR:0.39911, ice00001 +2023-05-23 19:42:02,864 - ice00001 - [INFO] - [E:363| 600]: Train Loss:0.001769, Val MRR:0.39911, ice00001 +2023-05-23 19:43:41,130 - ice00001 - [INFO] - [E:363| 700]: Train Loss:0.0017692, Val MRR:0.39911, ice00001 +2023-05-23 19:45:09,522 - ice00001 - [INFO] - [E:363| 800]: Train Loss:0.001769, Val MRR:0.39911, ice00001 +2023-05-23 19:46:47,098 - ice00001 - [INFO] - [E:363| 900]: Train Loss:0.0017691, Val MRR:0.39911, ice00001 +2023-05-23 19:47:56,618 - ice00001 - [INFO] - [Epoch:363]: Training Loss:0.00177 + +2023-05-23 19:47:57,125 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 19:48:19,028 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 19:48:40,598 - ice00001 - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.42545, Head : 0.37383, Avg : 0.39964 + +2023-05-23 19:48:42,089 - ice00001 - [INFO] - [Epoch 363]: Training Loss: 0.0017695, Valid MRR: 0.39964, + + + +2023-05-23 19:48:43,136 - ice00001 - [INFO] - [E:364| 0]: Train Loss:0.0017792, Val MRR:0.39964, ice00001 +2023-05-23 19:50:21,695 - ice00001 - [INFO] - [E:364| 100]: Train Loss:0.0017626, Val MRR:0.39964, ice00001 +2023-05-23 19:51:59,968 - ice00001 - [INFO] - [E:364| 200]: Train Loss:0.0017641, Val MRR:0.39964, ice00001 +2023-05-23 19:53:28,255 - ice00001 - [INFO] - [E:364| 300]: Train Loss:0.0017665, Val MRR:0.39964, ice00001 +2023-05-23 19:55:06,750 - ice00001 - [INFO] - [E:364| 400]: Train Loss:0.001766, Val MRR:0.39964, ice00001 +2023-05-23 19:56:45,281 - ice00001 - [INFO] - [E:364| 500]: Train Loss:0.0017664, Val MRR:0.39964, ice00001 +2023-05-23 19:58:25,146 - ice00001 - [INFO] - [E:364| 600]: Train Loss:0.0017666, Val MRR:0.39964, ice00001 +2023-05-23 20:00:02,651 - ice00001 - [INFO] - [E:364| 700]: Train Loss:0.0017676, Val MRR:0.39964, ice00001 +2023-05-23 20:01:31,293 - ice00001 - [INFO] - [E:364| 800]: Train Loss:0.0017673, Val MRR:0.39964, ice00001 +2023-05-23 20:03:09,686 - ice00001 - [INFO] - [E:364| 900]: Train Loss:0.0017683, Val MRR:0.39964, ice00001 +2023-05-23 20:04:18,480 - ice00001 - [INFO] - [Epoch:364]: Training Loss:0.001769 + +2023-05-23 20:04:18,870 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 20:04:40,805 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 20:05:02,457 - ice00001 - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.42419, Head : 0.3715, Avg : 0.39785 + +2023-05-23 20:05:02,457 - ice00001 - [INFO] - [Epoch 364]: Training Loss: 0.0017688, Valid MRR: 0.39964, + + + +2023-05-23 20:05:03,411 - ice00001 - [INFO] - [E:365| 0]: Train Loss:0.0018008, Val MRR:0.39964, ice00001 +2023-05-23 20:06:41,392 - ice00001 - [INFO] - [E:365| 100]: Train Loss:0.0017651, Val MRR:0.39964, ice00001 +2023-05-23 20:08:18,736 - ice00001 - [INFO] - [E:365| 200]: Train Loss:0.0017646, Val MRR:0.39964, ice00001 +2023-05-23 20:09:47,827 - ice00001 - [INFO] - [E:365| 300]: Train Loss:0.001764, Val MRR:0.39964, ice00001 +2023-05-23 20:11:26,498 - ice00001 - [INFO] - [E:365| 400]: Train Loss:0.0017658, Val MRR:0.39964, ice00001 +2023-05-23 20:13:04,514 - ice00001 - [INFO] - [E:365| 500]: Train Loss:0.0017663, Val MRR:0.39964, ice00001 +2023-05-23 20:14:42,429 - ice00001 - [INFO] - [E:365| 600]: Train Loss:0.0017669, Val MRR:0.39964, ice00001 +2023-05-23 20:16:15,884 - ice00001 - [INFO] - [E:365| 700]: Train Loss:0.0017671, Val MRR:0.39964, ice00001 +2023-05-23 20:17:49,294 - ice00001 - [INFO] - [E:365| 800]: Train Loss:0.0017676, Val MRR:0.39964, ice00001 +2023-05-23 20:19:27,308 - ice00001 - [INFO] - [E:365| 900]: Train Loss:0.0017682, Val MRR:0.39964, ice00001 +2023-05-23 20:20:35,998 - ice00001 - [INFO] - [Epoch:365]: Training Loss:0.001769 + +2023-05-23 20:20:36,338 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 20:20:58,337 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 20:21:19,972 - ice00001 - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.4231, Head : 0.37259, Avg : 0.39785 + +2023-05-23 20:21:19,972 - ice00001 - [INFO] - [Epoch 365]: Training Loss: 0.0017687, Valid MRR: 0.39964, + + + +2023-05-23 20:21:20,970 - ice00001 - [INFO] - [E:366| 0]: Train Loss:0.0017943, Val MRR:0.39964, ice00001 +2023-05-23 20:22:59,651 - ice00001 - [INFO] - [E:366| 100]: Train Loss:0.0017582, Val MRR:0.39964, ice00001 +2023-05-23 20:24:28,655 - ice00001 - [INFO] - [E:366| 200]: Train Loss:0.0017628, Val MRR:0.39964, ice00001 +2023-05-23 20:26:06,971 - ice00001 - [INFO] - [E:366| 300]: Train Loss:0.0017633, Val MRR:0.39964, ice00001 +2023-05-23 20:27:44,592 - ice00001 - [INFO] - [E:366| 400]: Train Loss:0.0017647, Val MRR:0.39964, ice00001 +2023-05-23 20:29:22,097 - ice00001 - [INFO] - [E:366| 500]: Train Loss:0.0017657, Val MRR:0.39964, ice00001 +2023-05-23 20:31:00,085 - ice00001 - [INFO] - [E:366| 600]: Train Loss:0.0017661, Val MRR:0.39964, ice00001 +2023-05-23 20:32:28,686 - ice00001 - [INFO] - [E:366| 700]: Train Loss:0.0017673, Val MRR:0.39964, ice00001 +2023-05-23 20:34:06,626 - ice00001 - [INFO] - [E:366| 800]: Train Loss:0.0017671, Val MRR:0.39964, ice00001 +2023-05-23 20:35:45,165 - ice00001 - [INFO] - [E:366| 900]: Train Loss:0.0017674, Val MRR:0.39964, ice00001 +2023-05-23 20:36:54,538 - ice00001 - [INFO] - [Epoch:366]: Training Loss:0.001768 + +2023-05-23 20:36:54,921 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 20:37:17,137 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 20:37:38,776 - ice00001 - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.42451, Head : 0.37356, Avg : 0.39903 + +2023-05-23 20:37:38,776 - ice00001 - [INFO] - [Epoch 366]: Training Loss: 0.0017679, Valid MRR: 0.39964, + + + +2023-05-23 20:37:39,553 - ice00001 - [INFO] - [E:367| 0]: Train Loss:0.0017382, Val MRR:0.39964, ice00001 +2023-05-23 20:39:17,129 - ice00001 - [INFO] - [E:367| 100]: Train Loss:0.0017637, Val MRR:0.39964, ice00001 +2023-05-23 20:40:44,977 - ice00001 - [INFO] - [E:367| 200]: Train Loss:0.0017633, Val MRR:0.39964, ice00001 +2023-05-23 20:42:25,478 - ice00001 - [INFO] - [E:367| 300]: Train Loss:0.0017639, Val MRR:0.39964, ice00001 +2023-05-23 20:44:04,139 - ice00001 - [INFO] - [E:367| 400]: Train Loss:0.0017652, Val MRR:0.39964, ice00001 +2023-05-23 20:45:43,013 - ice00001 - [INFO] - [E:367| 500]: Train Loss:0.0017659, Val MRR:0.39964, ice00001 +2023-05-23 20:47:21,240 - ice00001 - [INFO] - [E:367| 600]: Train Loss:0.0017663, Val MRR:0.39964, ice00001 +2023-05-23 20:48:49,410 - ice00001 - [INFO] - [E:367| 700]: Train Loss:0.0017668, Val MRR:0.39964, ice00001 +2023-05-23 20:50:26,969 - ice00001 - [INFO] - [E:367| 800]: Train Loss:0.0017673, Val MRR:0.39964, ice00001 +2023-05-23 20:52:04,806 - ice00001 - [INFO] - [E:367| 900]: Train Loss:0.0017674, Val MRR:0.39964, ice00001 +2023-05-23 20:53:13,893 - ice00001 - [INFO] - [Epoch:367]: Training Loss:0.001768 + +2023-05-23 20:53:14,359 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 20:53:36,180 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 20:53:57,718 - ice00001 - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.42508, Head : 0.37428, Avg : 0.39968 + +2023-05-23 20:53:59,123 - ice00001 - [INFO] - [Epoch 367]: Training Loss: 0.0017677, Valid MRR: 0.39968, + + + +2023-05-23 20:53:59,885 - ice00001 - [INFO] - [E:368| 0]: Train Loss:0.0017604, Val MRR:0.39968, ice00001 +2023-05-23 20:55:31,509 - ice00001 - [INFO] - [E:368| 100]: Train Loss:0.0017653, Val MRR:0.39968, ice00001 +2023-05-23 20:57:06,331 - ice00001 - [INFO] - [E:368| 200]: Train Loss:0.0017646, Val MRR:0.39968, ice00001 +2023-05-23 20:58:43,958 - ice00001 - [INFO] - [E:368| 300]: Train Loss:0.0017645, Val MRR:0.39968, ice00001 +2023-05-23 21:00:22,091 - ice00001 - [INFO] - [E:368| 400]: Train Loss:0.001765, Val MRR:0.39968, ice00001 +2023-05-23 21:02:00,807 - ice00001 - [INFO] - [E:368| 500]: Train Loss:0.0017648, Val MRR:0.39968, ice00001 +2023-05-23 21:03:29,703 - ice00001 - [INFO] - [E:368| 600]: Train Loss:0.0017659, Val MRR:0.39968, ice00001 +2023-05-23 21:05:08,320 - ice00001 - [INFO] - [E:368| 700]: Train Loss:0.0017658, Val MRR:0.39968, ice00001 +2023-05-23 21:06:46,578 - ice00001 - [INFO] - [E:368| 800]: Train Loss:0.0017669, Val MRR:0.39968, ice00001 +2023-05-23 21:08:24,576 - ice00001 - [INFO] - [E:368| 900]: Train Loss:0.0017672, Val MRR:0.39968, ice00001 +2023-05-23 21:09:33,496 - ice00001 - [INFO] - [Epoch:368]: Training Loss:0.001767 + +2023-05-23 21:09:34,003 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 21:09:55,917 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 21:10:17,478 - ice00001 - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.42553, Head : 0.3748, Avg : 0.40017 + +2023-05-23 21:10:18,939 - ice00001 - [INFO] - [Epoch 368]: Training Loss: 0.0017674, Valid MRR: 0.40017, + + + +2023-05-23 21:10:19,994 - ice00001 - [INFO] - [E:369| 0]: Train Loss:0.0017447, Val MRR:0.40017, ice00001 +2023-05-23 21:11:48,183 - ice00001 - [INFO] - [E:369| 100]: Train Loss:0.0017646, Val MRR:0.40017, ice00001 +2023-05-23 21:13:26,089 - ice00001 - [INFO] - [E:369| 200]: Train Loss:0.0017645, Val MRR:0.40017, ice00001 +2023-05-23 21:15:03,814 - ice00001 - [INFO] - [E:369| 300]: Train Loss:0.0017643, Val MRR:0.40017, ice00001 +2023-05-23 21:16:42,207 - ice00001 - [INFO] - [E:369| 400]: Train Loss:0.0017645, Val MRR:0.40017, ice00001 +2023-05-23 21:18:20,207 - ice00001 - [INFO] - [E:369| 500]: Train Loss:0.0017651, Val MRR:0.40017, ice00001 +2023-05-23 21:19:48,554 - ice00001 - [INFO] - [E:369| 600]: Train Loss:0.0017654, Val MRR:0.40017, ice00001 +2023-05-23 21:21:27,061 - ice00001 - [INFO] - [E:369| 700]: Train Loss:0.0017656, Val MRR:0.40017, ice00001 +2023-05-23 21:23:05,036 - ice00001 - [INFO] - [E:369| 800]: Train Loss:0.0017656, Val MRR:0.40017, ice00001 +2023-05-23 21:24:45,761 - ice00001 - [INFO] - [E:369| 900]: Train Loss:0.0017662, Val MRR:0.40017, ice00001 +2023-05-23 21:25:54,421 - ice00001 - [INFO] - [Epoch:369]: Training Loss:0.001767 + +2023-05-23 21:25:54,765 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 21:26:16,746 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 21:26:38,695 - ice00001 - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.42351, Head : 0.37317, Avg : 0.39834 + MR: Tail : 334.85, Head : 344.91, Avg : 339.88 + Hit-1: Tail : 0.31533, Head : 0.26629, Avg : 0.29081 + Hit-3: Tail : 0.47518, Head : 0.42032, Avg : 0.44775 + Hit-10: Tail : 0.63466, Head : 0.5849, Avg : 0.60978 +2023-05-23 21:26:38,695 - ice00001 - [INFO] - [Epoch 369]: Training Loss: 0.0017666, Valid MRR: 0.40017, + + + +2023-05-23 21:26:39,453 - ice00001 - [INFO] - [E:370| 0]: Train Loss:0.0017928, Val MRR:0.40017, ice00001 +2023-05-23 21:28:07,814 - ice00001 - [INFO] - [E:370| 100]: Train Loss:0.0017612, Val MRR:0.40017, ice00001 +2023-05-23 21:29:45,442 - ice00001 - [INFO] - [E:370| 200]: Train Loss:0.0017639, Val MRR:0.40017, ice00001 +2023-05-23 21:31:23,859 - ice00001 - [INFO] - [E:370| 300]: Train Loss:0.0017627, Val MRR:0.40017, ice00001 +2023-05-23 21:33:01,702 - ice00001 - [INFO] - [E:370| 400]: Train Loss:0.0017635, Val MRR:0.40017, ice00001 +2023-05-23 21:34:38,071 - ice00001 - [INFO] - [E:370| 500]: Train Loss:0.0017644, Val MRR:0.40017, ice00001 +2023-05-23 21:36:09,415 - ice00001 - [INFO] - [E:370| 600]: Train Loss:0.0017645, Val MRR:0.40017, ice00001 +2023-05-23 21:37:47,406 - ice00001 - [INFO] - [E:370| 700]: Train Loss:0.0017652, Val MRR:0.40017, ice00001 +2023-05-23 21:39:26,154 - ice00001 - [INFO] - [E:370| 800]: Train Loss:0.0017652, Val MRR:0.40017, ice00001 +2023-05-23 21:41:04,554 - ice00001 - [INFO] - [E:370| 900]: Train Loss:0.0017658, Val MRR:0.40017, ice00001 +2023-05-23 21:42:13,577 - ice00001 - [INFO] - [Epoch:370]: Training Loss:0.001766 + +2023-05-23 21:42:13,919 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 21:42:30,093 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 21:42:46,976 - ice00001 - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.42291, Head : 0.37409, Avg : 0.3985 + +2023-05-23 21:42:46,976 - ice00001 - [INFO] - [Epoch 370]: Training Loss: 0.0017662, Valid MRR: 0.40017, + + + +2023-05-23 21:42:47,753 - ice00001 - [INFO] - [E:371| 0]: Train Loss:0.0018197, Val MRR:0.40017, ice00001 +2023-05-23 21:44:26,462 - ice00001 - [INFO] - [E:371| 100]: Train Loss:0.0017595, Val MRR:0.40017, ice00001 +2023-05-23 21:46:05,069 - ice00001 - [INFO] - [E:371| 200]: Train Loss:0.0017641, Val MRR:0.40017, ice00001 +2023-05-23 21:47:43,178 - ice00001 - [INFO] - [E:371| 300]: Train Loss:0.0017628, Val MRR:0.40017, ice00001 +2023-05-23 21:49:21,731 - ice00001 - [INFO] - [E:371| 400]: Train Loss:0.0017634, Val MRR:0.40017, ice00001 +2023-05-23 21:50:50,125 - ice00001 - [INFO] - [E:371| 500]: Train Loss:0.0017639, Val MRR:0.40017, ice00001 +2023-05-23 21:52:27,997 - ice00001 - [INFO] - [E:371| 600]: Train Loss:0.0017651, Val MRR:0.40017, ice00001 +2023-05-23 21:54:05,735 - ice00001 - [INFO] - [E:371| 700]: Train Loss:0.0017647, Val MRR:0.40017, ice00001 +2023-05-23 21:55:43,743 - ice00001 - [INFO] - [E:371| 800]: Train Loss:0.0017655, Val MRR:0.40017, ice00001 +2023-05-23 21:57:21,279 - ice00001 - [INFO] - [E:371| 900]: Train Loss:0.0017662, Val MRR:0.40017, ice00001 +2023-05-23 21:58:20,805 - ice00001 - [INFO] - [Epoch:371]: Training Loss:0.001766 + +2023-05-23 21:58:21,021 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 21:58:42,695 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 21:59:04,231 - ice00001 - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.42444, Head : 0.37455, Avg : 0.39949 + +2023-05-23 21:59:04,231 - ice00001 - [INFO] - [Epoch 371]: Training Loss: 0.0017663, Valid MRR: 0.40017, + + + +2023-05-23 21:59:05,280 - ice00001 - [INFO] - [E:372| 0]: Train Loss:0.0017677, Val MRR:0.40017, ice00001 +2023-05-23 22:00:43,983 - ice00001 - [INFO] - [E:372| 100]: Train Loss:0.0017627, Val MRR:0.40017, ice00001 +2023-05-23 22:02:22,399 - ice00001 - [INFO] - [E:372| 200]: Train Loss:0.0017626, Val MRR:0.40017, ice00001 +2023-05-23 22:04:00,732 - ice00001 - [INFO] - [E:372| 300]: Train Loss:0.0017631, Val MRR:0.40017, ice00001 +2023-05-23 22:05:38,389 - ice00001 - [INFO] - [E:372| 400]: Train Loss:0.0017625, Val MRR:0.40017, ice00001 +2023-05-23 22:07:06,751 - ice00001 - [INFO] - [E:372| 500]: Train Loss:0.0017637, Val MRR:0.40017, ice00001 +2023-05-23 22:08:46,827 - ice00001 - [INFO] - [E:372| 600]: Train Loss:0.0017644, Val MRR:0.40017, ice00001 +2023-05-23 22:10:24,403 - ice00001 - [INFO] - [E:372| 700]: Train Loss:0.0017645, Val MRR:0.40017, ice00001 +2023-05-23 22:12:02,449 - ice00001 - [INFO] - [E:372| 800]: Train Loss:0.0017644, Val MRR:0.40017, ice00001 +2023-05-23 22:13:40,024 - ice00001 - [INFO] - [E:372| 900]: Train Loss:0.0017651, Val MRR:0.40017, ice00001 +2023-05-23 22:14:39,243 - ice00001 - [INFO] - [Epoch:372]: Training Loss:0.001766 + +2023-05-23 22:14:39,629 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 22:15:01,485 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 22:15:23,013 - ice00001 - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.42268, Head : 0.37426, Avg : 0.39847 + +2023-05-23 22:15:23,013 - ice00001 - [INFO] - [Epoch 372]: Training Loss: 0.0017656, Valid MRR: 0.40017, + + + +2023-05-23 22:15:24,057 - ice00001 - [INFO] - [E:373| 0]: Train Loss:0.0017362, Val MRR:0.40017, ice00001 +2023-05-23 22:17:01,796 - ice00001 - [INFO] - [E:373| 100]: Train Loss:0.0017645, Val MRR:0.40017, ice00001 +2023-05-23 22:18:39,639 - ice00001 - [INFO] - [E:373| 200]: Train Loss:0.0017634, Val MRR:0.40017, ice00001 +2023-05-23 22:20:17,095 - ice00001 - [INFO] - [E:373| 300]: Train Loss:0.0017642, Val MRR:0.40017, ice00001 +2023-05-23 22:21:52,570 - ice00001 - [INFO] - [E:373| 400]: Train Loss:0.0017637, Val MRR:0.40017, ice00001 +2023-05-23 22:23:23,263 - ice00001 - [INFO] - [E:373| 500]: Train Loss:0.0017637, Val MRR:0.40017, ice00001 +2023-05-23 22:25:02,045 - ice00001 - [INFO] - [E:373| 600]: Train Loss:0.0017634, Val MRR:0.40017, ice00001 +2023-05-23 22:26:40,102 - ice00001 - [INFO] - [E:373| 700]: Train Loss:0.0017637, Val MRR:0.40017, ice00001 +2023-05-23 22:28:17,966 - ice00001 - [INFO] - [E:373| 800]: Train Loss:0.0017646, Val MRR:0.40017, ice00001 +2023-05-23 22:29:49,911 - ice00001 - [INFO] - [E:373| 900]: Train Loss:0.0017645, Val MRR:0.40017, ice00001 +2023-05-23 22:30:55,569 - ice00001 - [INFO] - [Epoch:373]: Training Loss:0.001765 + +2023-05-23 22:30:55,827 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 22:31:17,926 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 22:31:39,581 - ice00001 - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.42279, Head : 0.37394, Avg : 0.39836 + +2023-05-23 22:31:39,581 - ice00001 - [INFO] - [Epoch 373]: Training Loss: 0.0017651, Valid MRR: 0.40017, + + + +2023-05-23 22:31:40,563 - ice00001 - [INFO] - [E:374| 0]: Train Loss:0.0017383, Val MRR:0.40017, ice00001 +2023-05-23 22:33:19,364 - ice00001 - [INFO] - [E:374| 100]: Train Loss:0.0017607, Val MRR:0.40017, ice00001 +2023-05-23 22:34:57,322 - ice00001 - [INFO] - [E:374| 200]: Train Loss:0.0017592, Val MRR:0.40017, ice00001 +2023-05-23 22:36:35,372 - ice00001 - [INFO] - [E:374| 300]: Train Loss:0.0017603, Val MRR:0.40017, ice00001 +2023-05-23 22:38:03,581 - ice00001 - [INFO] - [E:374| 400]: Train Loss:0.0017592, Val MRR:0.40017, ice00001 +2023-05-23 22:39:41,990 - ice00001 - [INFO] - [E:374| 500]: Train Loss:0.0017599, Val MRR:0.40017, ice00001 +2023-05-23 22:41:19,876 - ice00001 - [INFO] - [E:374| 600]: Train Loss:0.0017612, Val MRR:0.40017, ice00001 +2023-05-23 22:42:58,212 - ice00001 - [INFO] - [E:374| 700]: Train Loss:0.0017623, Val MRR:0.40017, ice00001 +2023-05-23 22:44:36,223 - ice00001 - [INFO] - [E:374| 800]: Train Loss:0.0017631, Val MRR:0.40017, ice00001 +2023-05-23 22:46:04,268 - ice00001 - [INFO] - [E:374| 900]: Train Loss:0.0017641, Val MRR:0.40017, ice00001 +2023-05-23 22:47:12,949 - ice00001 - [INFO] - [Epoch:374]: Training Loss:0.001765 + +2023-05-23 22:47:13,292 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 22:47:35,212 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 22:47:56,859 - ice00001 - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.42332, Head : 0.37319, Avg : 0.39826 + +2023-05-23 22:47:56,859 - ice00001 - [INFO] - [Epoch 374]: Training Loss: 0.0017646, Valid MRR: 0.40017, + + + +2023-05-23 22:47:57,846 - ice00001 - [INFO] - [E:375| 0]: Train Loss:0.001726, Val MRR:0.40017, ice00001 +2023-05-23 22:49:36,371 - ice00001 - [INFO] - [E:375| 100]: Train Loss:0.0017586, Val MRR:0.40017, ice00001 +2023-05-23 22:51:16,581 - ice00001 - [INFO] - [E:375| 200]: Train Loss:0.0017604, Val MRR:0.40017, ice00001 +2023-05-23 22:52:55,128 - ice00001 - [INFO] - [E:375| 300]: Train Loss:0.0017612, Val MRR:0.40017, ice00001 +2023-05-23 22:54:23,279 - ice00001 - [INFO] - [E:375| 400]: Train Loss:0.001763, Val MRR:0.40017, ice00001 +2023-05-23 22:56:02,081 - ice00001 - [INFO] - [E:375| 500]: Train Loss:0.0017629, Val MRR:0.40017, ice00001 +2023-05-23 22:57:40,353 - ice00001 - [INFO] - [E:375| 600]: Train Loss:0.0017634, Val MRR:0.40017, ice00001 +2023-05-23 22:59:18,570 - ice00001 - [INFO] - [E:375| 700]: Train Loss:0.0017634, Val MRR:0.40017, ice00001 +2023-05-23 23:00:56,456 - ice00001 - [INFO] - [E:375| 800]: Train Loss:0.0017642, Val MRR:0.40017, ice00001 +2023-05-23 23:02:24,811 - ice00001 - [INFO] - [E:375| 900]: Train Loss:0.0017645, Val MRR:0.40017, ice00001 +2023-05-23 23:03:33,519 - ice00001 - [INFO] - [Epoch:375]: Training Loss:0.001764 + +2023-05-23 23:03:33,902 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 23:03:55,765 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 23:04:17,648 - ice00001 - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.42428, Head : 0.37347, Avg : 0.39888 + +2023-05-23 23:04:17,648 - ice00001 - [INFO] - [Epoch 375]: Training Loss: 0.0017644, Valid MRR: 0.40017, + + + +2023-05-23 23:04:18,476 - ice00001 - [INFO] - [E:376| 0]: Train Loss:0.0017637, Val MRR:0.40017, ice00001 +2023-05-23 23:05:57,046 - ice00001 - [INFO] - [E:376| 100]: Train Loss:0.0017581, Val MRR:0.40017, ice00001 +2023-05-23 23:07:35,768 - ice00001 - [INFO] - [E:376| 200]: Train Loss:0.0017579, Val MRR:0.40017, ice00001 +2023-05-23 23:09:04,746 - ice00001 - [INFO] - [E:376| 300]: Train Loss:0.0017592, Val MRR:0.40017, ice00001 +2023-05-23 23:10:42,554 - ice00001 - [INFO] - [E:376| 400]: Train Loss:0.0017612, Val MRR:0.40017, ice00001 +2023-05-23 23:12:21,272 - ice00001 - [INFO] - [E:376| 500]: Train Loss:0.0017612, Val MRR:0.40017, ice00001 +2023-05-23 23:13:58,897 - ice00001 - [INFO] - [E:376| 600]: Train Loss:0.0017613, Val MRR:0.40017, ice00001 +2023-05-23 23:15:36,796 - ice00001 - [INFO] - [E:376| 700]: Train Loss:0.0017627, Val MRR:0.40017, ice00001 +2023-05-23 23:17:05,745 - ice00001 - [INFO] - [E:376| 800]: Train Loss:0.0017631, Val MRR:0.40017, ice00001 +2023-05-23 23:18:44,157 - ice00001 - [INFO] - [E:376| 900]: Train Loss:0.0017637, Val MRR:0.40017, ice00001 +2023-05-23 23:19:53,038 - ice00001 - [INFO] - [Epoch:376]: Training Loss:0.001764 + +2023-05-23 23:19:53,436 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 23:20:15,532 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 23:20:37,086 - ice00001 - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.42436, Head : 0.37389, Avg : 0.39912 + +2023-05-23 23:20:37,086 - ice00001 - [INFO] - [Epoch 376]: Training Loss: 0.0017639, Valid MRR: 0.40017, + + + +2023-05-23 23:20:38,137 - ice00001 - [INFO] - [E:377| 0]: Train Loss:0.001729, Val MRR:0.40017, ice00001 +2023-05-23 23:22:16,577 - ice00001 - [INFO] - [E:377| 100]: Train Loss:0.0017588, Val MRR:0.40017, ice00001 +2023-05-23 23:23:54,292 - ice00001 - [INFO] - [E:377| 200]: Train Loss:0.0017576, Val MRR:0.40017, ice00001 +2023-05-23 23:25:22,555 - ice00001 - [INFO] - [E:377| 300]: Train Loss:0.0017591, Val MRR:0.40017, ice00001 +2023-05-23 23:27:00,441 - ice00001 - [INFO] - [E:377| 400]: Train Loss:0.0017606, Val MRR:0.40017, ice00001 +2023-05-23 23:28:38,400 - ice00001 - [INFO] - [E:377| 500]: Train Loss:0.0017608, Val MRR:0.40017, ice00001 +2023-05-23 23:30:15,664 - ice00001 - [INFO] - [E:377| 600]: Train Loss:0.0017612, Val MRR:0.40017, ice00001 +2023-05-23 23:31:53,446 - ice00001 - [INFO] - [E:377| 700]: Train Loss:0.0017618, Val MRR:0.40017, ice00001 +2023-05-23 23:33:21,847 - ice00001 - [INFO] - [E:377| 800]: Train Loss:0.0017628, Val MRR:0.40017, ice00001 +2023-05-23 23:35:01,699 - ice00001 - [INFO] - [E:377| 900]: Train Loss:0.0017632, Val MRR:0.40017, ice00001 +2023-05-23 23:36:10,580 - ice00001 - [INFO] - [Epoch:377]: Training Loss:0.001763 + +2023-05-23 23:36:10,946 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 23:36:32,746 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 23:36:54,281 - ice00001 - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.42268, Head : 0.37347, Avg : 0.39808 + +2023-05-23 23:36:54,281 - ice00001 - [INFO] - [Epoch 377]: Training Loss: 0.0017635, Valid MRR: 0.40017, + + + +2023-05-23 23:36:55,325 - ice00001 - [INFO] - [E:378| 0]: Train Loss:0.0017491, Val MRR:0.40017, ice00001 +2023-05-23 23:38:32,923 - ice00001 - [INFO] - [E:378| 100]: Train Loss:0.0017556, Val MRR:0.40017, ice00001 +2023-05-23 23:40:11,125 - ice00001 - [INFO] - [E:378| 200]: Train Loss:0.0017575, Val MRR:0.40017, ice00001 +2023-05-23 23:41:40,161 - ice00001 - [INFO] - [E:378| 300]: Train Loss:0.0017587, Val MRR:0.40017, ice00001 +2023-05-23 23:43:18,150 - ice00001 - [INFO] - [E:378| 400]: Train Loss:0.0017596, Val MRR:0.40017, ice00001 +2023-05-23 23:44:56,045 - ice00001 - [INFO] - [E:378| 500]: Train Loss:0.0017608, Val MRR:0.40017, ice00001 +2023-05-23 23:46:34,182 - ice00001 - [INFO] - [E:378| 600]: Train Loss:0.0017616, Val MRR:0.40017, ice00001 +2023-05-23 23:48:12,187 - ice00001 - [INFO] - [E:378| 700]: Train Loss:0.0017617, Val MRR:0.40017, ice00001 +2023-05-23 23:49:40,801 - ice00001 - [INFO] - [E:378| 800]: Train Loss:0.0017619, Val MRR:0.40017, ice00001 +2023-05-23 23:51:18,585 - ice00001 - [INFO] - [E:378| 900]: Train Loss:0.0017628, Val MRR:0.40017, ice00001 +2023-05-23 23:52:27,240 - ice00001 - [INFO] - [Epoch:378]: Training Loss:0.001763 + +2023-05-23 23:52:27,621 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-23 23:52:49,937 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-23 23:53:11,515 - ice00001 - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.42356, Head : 0.3748, Avg : 0.39918 + +2023-05-23 23:53:11,516 - ice00001 - [INFO] - [Epoch 378]: Training Loss: 0.0017629, Valid MRR: 0.40017, + + + +2023-05-23 23:53:12,564 - ice00001 - [INFO] - [E:379| 0]: Train Loss:0.0017714, Val MRR:0.40017, ice00001 +2023-05-23 23:54:50,470 - ice00001 - [INFO] - [E:379| 100]: Train Loss:0.0017579, Val MRR:0.40017, ice00001 +2023-05-23 23:56:19,504 - ice00001 - [INFO] - [E:379| 200]: Train Loss:0.0017594, Val MRR:0.40017, ice00001 +2023-05-23 23:57:57,160 - ice00001 - [INFO] - [E:379| 300]: Train Loss:0.00176, Val MRR:0.40017, ice00001 +2023-05-23 23:59:35,291 - ice00001 - [INFO] - [E:379| 400]: Train Loss:0.0017614, Val MRR:0.40017, ice00001 +2023-05-24 00:01:13,319 - ice00001 - [INFO] - [E:379| 500]: Train Loss:0.0017623, Val MRR:0.40017, ice00001 +2023-05-24 00:02:51,284 - ice00001 - [INFO] - [E:379| 600]: Train Loss:0.0017615, Val MRR:0.40017, ice00001 +2023-05-24 00:04:19,386 - ice00001 - [INFO] - [E:379| 700]: Train Loss:0.0017617, Val MRR:0.40017, ice00001 +2023-05-24 00:05:57,857 - ice00001 - [INFO] - [E:379| 800]: Train Loss:0.0017622, Val MRR:0.40017, ice00001 +2023-05-24 00:07:36,587 - ice00001 - [INFO] - [E:379| 900]: Train Loss:0.0017623, Val MRR:0.40017, ice00001 +2023-05-24 00:08:45,526 - ice00001 - [INFO] - [Epoch:379]: Training Loss:0.001763 + +2023-05-24 00:08:45,785 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 00:09:07,631 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 00:09:29,457 - ice00001 - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.42501, Head : 0.37478, Avg : 0.3999 + MR: Tail : 345.49, Head : 354.58, Avg : 350.04 + Hit-1: Tail : 0.31715, Head : 0.26727, Avg : 0.29221 + Hit-3: Tail : 0.47773, Head : 0.42347, Avg : 0.4506 + Hit-10: Tail : 0.6343, Head : 0.58648, Avg : 0.61039 +2023-05-24 00:09:29,458 - ice00001 - [INFO] - [Epoch 379]: Training Loss: 0.0017627, Valid MRR: 0.40017, + + + +2023-05-24 00:09:30,539 - ice00001 - [INFO] - [E:380| 0]: Train Loss:0.00175, Val MRR:0.40017, ice00001 +2023-05-24 00:11:08,134 - ice00001 - [INFO] - [E:380| 100]: Train Loss:0.0017564, Val MRR:0.40017, ice00001 +2023-05-24 00:12:36,442 - ice00001 - [INFO] - [E:380| 200]: Train Loss:0.0017559, Val MRR:0.40017, ice00001 +2023-05-24 00:14:14,091 - ice00001 - [INFO] - [E:380| 300]: Train Loss:0.0017582, Val MRR:0.40017, ice00001 +2023-05-24 00:15:52,036 - ice00001 - [INFO] - [E:380| 400]: Train Loss:0.0017596, Val MRR:0.40017, ice00001 +2023-05-24 00:17:30,123 - ice00001 - [INFO] - [E:380| 500]: Train Loss:0.0017598, Val MRR:0.40017, ice00001 +2023-05-24 00:19:09,936 - ice00001 - [INFO] - [E:380| 600]: Train Loss:0.0017601, Val MRR:0.40017, ice00001 +2023-05-24 00:20:38,630 - ice00001 - [INFO] - [E:380| 700]: Train Loss:0.0017611, Val MRR:0.40017, ice00001 +2023-05-24 00:22:17,126 - ice00001 - [INFO] - [E:380| 800]: Train Loss:0.0017616, Val MRR:0.40017, ice00001 +2023-05-24 00:23:54,645 - ice00001 - [INFO] - [E:380| 900]: Train Loss:0.0017619, Val MRR:0.40017, ice00001 +2023-05-24 00:25:03,586 - ice00001 - [INFO] - [Epoch:380]: Training Loss:0.001762 + +2023-05-24 00:25:04,093 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 00:25:25,939 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 00:25:47,520 - ice00001 - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.42328, Head : 0.3734, Avg : 0.39834 + +2023-05-24 00:25:47,520 - ice00001 - [INFO] - [Epoch 380]: Training Loss: 0.001762, Valid MRR: 0.40017, + + + +2023-05-24 00:25:48,563 - ice00001 - [INFO] - [E:381| 0]: Train Loss:0.0017657, Val MRR:0.40017, ice00001 +2023-05-24 00:27:26,570 - ice00001 - [INFO] - [E:381| 100]: Train Loss:0.0017622, Val MRR:0.40017, ice00001 +2023-05-24 00:28:55,116 - ice00001 - [INFO] - [E:381| 200]: Train Loss:0.00176, Val MRR:0.40017, ice00001 +2023-05-24 00:30:33,634 - ice00001 - [INFO] - [E:381| 300]: Train Loss:0.0017596, Val MRR:0.40017, ice00001 +2023-05-24 00:32:11,889 - ice00001 - [INFO] - [E:381| 400]: Train Loss:0.0017592, Val MRR:0.40017, ice00001 +2023-05-24 00:33:49,372 - ice00001 - [INFO] - [E:381| 500]: Train Loss:0.0017598, Val MRR:0.40017, ice00001 +2023-05-24 00:35:26,292 - ice00001 - [INFO] - [E:381| 600]: Train Loss:0.0017599, Val MRR:0.40017, ice00001 +2023-05-24 00:36:56,339 - ice00001 - [INFO] - [E:381| 700]: Train Loss:0.0017602, Val MRR:0.40017, ice00001 +2023-05-24 00:38:33,718 - ice00001 - [INFO] - [E:381| 800]: Train Loss:0.0017607, Val MRR:0.40017, ice00001 +2023-05-24 00:40:11,934 - ice00001 - [INFO] - [E:381| 900]: Train Loss:0.0017615, Val MRR:0.40017, ice00001 +2023-05-24 00:41:21,007 - ice00001 - [INFO] - [Epoch:381]: Training Loss:0.001762 + +2023-05-24 00:41:21,266 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 00:41:43,216 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 00:42:04,893 - ice00001 - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.42312, Head : 0.37453, Avg : 0.39883 + +2023-05-24 00:42:04,893 - ice00001 - [INFO] - [Epoch 381]: Training Loss: 0.0017619, Valid MRR: 0.40017, + + + +2023-05-24 00:42:05,995 - ice00001 - [INFO] - [E:382| 0]: Train Loss:0.0017602, Val MRR:0.40017, ice00001 +2023-05-24 00:43:34,157 - ice00001 - [INFO] - [E:382| 100]: Train Loss:0.0017595, Val MRR:0.40017, ice00001 +2023-05-24 00:45:11,687 - ice00001 - [INFO] - [E:382| 200]: Train Loss:0.0017594, Val MRR:0.40017, ice00001 +2023-05-24 00:46:49,910 - ice00001 - [INFO] - [E:382| 300]: Train Loss:0.0017588, Val MRR:0.40017, ice00001 +2023-05-24 00:48:28,584 - ice00001 - [INFO] - [E:382| 400]: Train Loss:0.0017595, Val MRR:0.40017, ice00001 +2023-05-24 00:50:06,772 - ice00001 - [INFO] - [E:382| 500]: Train Loss:0.0017598, Val MRR:0.40017, ice00001 +2023-05-24 00:51:34,563 - ice00001 - [INFO] - [E:382| 600]: Train Loss:0.0017604, Val MRR:0.40017, ice00001 +2023-05-24 00:53:13,335 - ice00001 - [INFO] - [E:382| 700]: Train Loss:0.0017608, Val MRR:0.40017, ice00001 +2023-05-24 00:54:52,059 - ice00001 - [INFO] - [E:382| 800]: Train Loss:0.001761, Val MRR:0.40017, ice00001 +2023-05-24 00:56:30,131 - ice00001 - [INFO] - [E:382| 900]: Train Loss:0.0017616, Val MRR:0.40017, ice00001 +2023-05-24 00:57:39,452 - ice00001 - [INFO] - [Epoch:382]: Training Loss:0.001761 + +2023-05-24 00:57:39,788 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 00:58:02,065 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 00:58:23,703 - ice00001 - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.42489, Head : 0.37391, Avg : 0.3994 + +2023-05-24 00:58:23,703 - ice00001 - [INFO] - [Epoch 382]: Training Loss: 0.0017615, Valid MRR: 0.40017, + + + +2023-05-24 00:58:24,462 - ice00001 - [INFO] - [E:383| 0]: Train Loss:0.0017464, Val MRR:0.40017, ice00001 +2023-05-24 00:59:52,652 - ice00001 - [INFO] - [E:383| 100]: Train Loss:0.0017557, Val MRR:0.40017, ice00001 +2023-05-24 01:01:31,409 - ice00001 - [INFO] - [E:383| 200]: Train Loss:0.0017589, Val MRR:0.40017, ice00001 +2023-05-24 01:03:11,521 - ice00001 - [INFO] - [E:383| 300]: Train Loss:0.0017596, Val MRR:0.40017, ice00001 +2023-05-24 01:04:50,232 - ice00001 - [INFO] - [E:383| 400]: Train Loss:0.0017594, Val MRR:0.40017, ice00001 +2023-05-24 01:06:28,091 - ice00001 - [INFO] - [E:383| 500]: Train Loss:0.0017596, Val MRR:0.40017, ice00001 +2023-05-24 01:07:56,858 - ice00001 - [INFO] - [E:383| 600]: Train Loss:0.0017605, Val MRR:0.40017, ice00001 +2023-05-24 01:09:34,323 - ice00001 - [INFO] - [E:383| 700]: Train Loss:0.0017607, Val MRR:0.40017, ice00001 +2023-05-24 01:11:12,159 - ice00001 - [INFO] - [E:383| 800]: Train Loss:0.0017613, Val MRR:0.40017, ice00001 +2023-05-24 01:12:50,482 - ice00001 - [INFO] - [E:383| 900]: Train Loss:0.0017614, Val MRR:0.40017, ice00001 +2023-05-24 01:13:59,596 - ice00001 - [INFO] - [Epoch:383]: Training Loss:0.001761 + +2023-05-24 01:13:59,979 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 01:14:21,893 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 01:14:41,277 - ice00001 - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.42479, Head : 0.3754, Avg : 0.40009 + +2023-05-24 01:14:41,277 - ice00001 - [INFO] - [Epoch 383]: Training Loss: 0.0017615, Valid MRR: 0.40017, + + + +2023-05-24 01:14:41,921 - ice00001 - [INFO] - [E:384| 0]: Train Loss:0.0017865, Val MRR:0.40017, ice00001 +2023-05-24 01:16:12,603 - ice00001 - [INFO] - [E:384| 100]: Train Loss:0.0017613, Val MRR:0.40017, ice00001 +2023-05-24 01:17:51,295 - ice00001 - [INFO] - [E:384| 200]: Train Loss:0.001758, Val MRR:0.40017, ice00001 +2023-05-24 01:19:30,066 - ice00001 - [INFO] - [E:384| 300]: Train Loss:0.001759, Val MRR:0.40017, ice00001 +2023-05-24 01:21:08,817 - ice00001 - [INFO] - [E:384| 400]: Train Loss:0.0017585, Val MRR:0.40017, ice00001 +2023-05-24 01:22:39,146 - ice00001 - [INFO] - [E:384| 500]: Train Loss:0.0017588, Val MRR:0.40017, ice00001 +2023-05-24 01:24:15,854 - ice00001 - [INFO] - [E:384| 600]: Train Loss:0.0017589, Val MRR:0.40017, ice00001 +2023-05-24 01:25:54,511 - ice00001 - [INFO] - [E:384| 700]: Train Loss:0.0017596, Val MRR:0.40017, ice00001 +2023-05-24 01:27:33,347 - ice00001 - [INFO] - [E:384| 800]: Train Loss:0.0017599, Val MRR:0.40017, ice00001 +2023-05-24 01:29:11,321 - ice00001 - [INFO] - [E:384| 900]: Train Loss:0.00176, Val MRR:0.40017, ice00001 +2023-05-24 01:30:18,176 - ice00001 - [INFO] - [Epoch:384]: Training Loss:0.00176 + +2023-05-24 01:30:18,395 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 01:30:32,002 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 01:30:53,425 - ice00001 - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.4241, Head : 0.37473, Avg : 0.39942 + +2023-05-24 01:30:53,426 - ice00001 - [INFO] - [Epoch 384]: Training Loss: 0.0017605, Valid MRR: 0.40017, + + + +2023-05-24 01:30:54,469 - ice00001 - [INFO] - [E:385| 0]: Train Loss:0.0017991, Val MRR:0.40017, ice00001 +2023-05-24 01:32:33,094 - ice00001 - [INFO] - [E:385| 100]: Train Loss:0.0017585, Val MRR:0.40017, ice00001 +2023-05-24 01:34:11,788 - ice00001 - [INFO] - [E:385| 200]: Train Loss:0.0017586, Val MRR:0.40017, ice00001 +2023-05-24 01:35:50,451 - ice00001 - [INFO] - [E:385| 300]: Train Loss:0.0017584, Val MRR:0.40017, ice00001 +2023-05-24 01:37:28,136 - ice00001 - [INFO] - [E:385| 400]: Train Loss:0.0017594, Val MRR:0.40017, ice00001 +2023-05-24 01:38:56,971 - ice00001 - [INFO] - [E:385| 500]: Train Loss:0.0017592, Val MRR:0.40017, ice00001 +2023-05-24 01:40:35,631 - ice00001 - [INFO] - [E:385| 600]: Train Loss:0.0017593, Val MRR:0.40017, ice00001 +2023-05-24 01:42:14,105 - ice00001 - [INFO] - [E:385| 700]: Train Loss:0.0017592, Val MRR:0.40017, ice00001 +2023-05-24 01:43:52,144 - ice00001 - [INFO] - [E:385| 800]: Train Loss:0.0017594, Val MRR:0.40017, ice00001 +2023-05-24 01:45:32,621 - ice00001 - [INFO] - [E:385| 900]: Train Loss:0.0017598, Val MRR:0.40017, ice00001 +2023-05-24 01:46:32,259 - ice00001 - [INFO] - [Epoch:385]: Training Loss:0.00176 + +2023-05-24 01:46:32,599 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 01:46:54,950 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 01:47:16,482 - ice00001 - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.42348, Head : 0.374, Avg : 0.39874 + +2023-05-24 01:47:16,482 - ice00001 - [INFO] - [Epoch 385]: Training Loss: 0.0017601, Valid MRR: 0.40017, + + + +2023-05-24 01:47:17,521 - ice00001 - [INFO] - [E:386| 0]: Train Loss:0.0017788, Val MRR:0.40017, ice00001 +2023-05-24 01:48:55,762 - ice00001 - [INFO] - [E:386| 100]: Train Loss:0.0017585, Val MRR:0.40017, ice00001 +2023-05-24 01:50:33,347 - ice00001 - [INFO] - [E:386| 200]: Train Loss:0.0017562, Val MRR:0.40017, ice00001 +2023-05-24 01:52:11,163 - ice00001 - [INFO] - [E:386| 300]: Train Loss:0.001758, Val MRR:0.40017, ice00001 +2023-05-24 01:53:49,012 - ice00001 - [INFO] - [E:386| 400]: Train Loss:0.0017579, Val MRR:0.40017, ice00001 +2023-05-24 01:55:18,050 - ice00001 - [INFO] - [E:386| 500]: Train Loss:0.0017585, Val MRR:0.40017, ice00001 +2023-05-24 01:56:56,534 - ice00001 - [INFO] - [E:386| 600]: Train Loss:0.0017594, Val MRR:0.40017, ice00001 +2023-05-24 01:58:35,239 - ice00001 - [INFO] - [E:386| 700]: Train Loss:0.0017594, Val MRR:0.40017, ice00001 +2023-05-24 02:00:13,340 - ice00001 - [INFO] - [E:386| 800]: Train Loss:0.0017591, Val MRR:0.40017, ice00001 +2023-05-24 02:01:46,975 - ice00001 - [INFO] - [E:386| 900]: Train Loss:0.0017591, Val MRR:0.40017, ice00001 +2023-05-24 02:02:51,241 - ice00001 - [INFO] - [Epoch:386]: Training Loss:0.00176 + +2023-05-24 02:02:51,628 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 02:03:13,531 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 02:03:35,137 - ice00001 - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.42462, Head : 0.37594, Avg : 0.40028 + +2023-05-24 02:03:36,798 - ice00001 - [INFO] - [Epoch 386]: Training Loss: 0.0017596, Valid MRR: 0.40028, + + + +2023-05-24 02:03:37,611 - ice00001 - [INFO] - [E:387| 0]: Train Loss:0.0017663, Val MRR:0.40028, ice00001 +2023-05-24 02:05:16,357 - ice00001 - [INFO] - [E:387| 100]: Train Loss:0.0017552, Val MRR:0.40028, ice00001 +2023-05-24 02:06:55,254 - ice00001 - [INFO] - [E:387| 200]: Train Loss:0.001757, Val MRR:0.40028, ice00001 +2023-05-24 02:08:33,686 - ice00001 - [INFO] - [E:387| 300]: Train Loss:0.0017569, Val MRR:0.40028, ice00001 +2023-05-24 02:10:02,278 - ice00001 - [INFO] - [E:387| 400]: Train Loss:0.0017569, Val MRR:0.40028, ice00001 +2023-05-24 02:11:40,818 - ice00001 - [INFO] - [E:387| 500]: Train Loss:0.0017566, Val MRR:0.40028, ice00001 +2023-05-24 02:13:18,918 - ice00001 - [INFO] - [E:387| 600]: Train Loss:0.0017579, Val MRR:0.40028, ice00001 +2023-05-24 02:14:57,866 - ice00001 - [INFO] - [E:387| 700]: Train Loss:0.0017582, Val MRR:0.40028, ice00001 +2023-05-24 02:16:36,791 - ice00001 - [INFO] - [E:387| 800]: Train Loss:0.0017587, Val MRR:0.40028, ice00001 +2023-05-24 02:18:05,118 - ice00001 - [INFO] - [E:387| 900]: Train Loss:0.0017595, Val MRR:0.40028, ice00001 +2023-05-24 02:19:14,009 - ice00001 - [INFO] - [Epoch:387]: Training Loss:0.00176 + +2023-05-24 02:19:14,413 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 02:19:36,531 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 02:19:58,153 - ice00001 - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.42524, Head : 0.37494, Avg : 0.40009 + +2023-05-24 02:19:58,153 - ice00001 - [INFO] - [Epoch 387]: Training Loss: 0.0017596, Valid MRR: 0.40028, + + + +2023-05-24 02:19:58,911 - ice00001 - [INFO] - [E:388| 0]: Train Loss:0.0017564, Val MRR:0.40028, ice00001 +2023-05-24 02:21:37,095 - ice00001 - [INFO] - [E:388| 100]: Train Loss:0.0017532, Val MRR:0.40028, ice00001 +2023-05-24 02:23:15,562 - ice00001 - [INFO] - [E:388| 200]: Train Loss:0.0017553, Val MRR:0.40028, ice00001 +2023-05-24 02:24:54,065 - ice00001 - [INFO] - [E:388| 300]: Train Loss:0.0017564, Val MRR:0.40028, ice00001 +2023-05-24 02:26:22,945 - ice00001 - [INFO] - [E:388| 400]: Train Loss:0.0017567, Val MRR:0.40028, ice00001 +2023-05-24 02:28:01,365 - ice00001 - [INFO] - [E:388| 500]: Train Loss:0.0017573, Val MRR:0.40028, ice00001 +2023-05-24 02:29:41,527 - ice00001 - [INFO] - [E:388| 600]: Train Loss:0.0017574, Val MRR:0.40028, ice00001 +2023-05-24 02:31:19,284 - ice00001 - [INFO] - [E:388| 700]: Train Loss:0.0017576, Val MRR:0.40028, ice00001 +2023-05-24 02:32:57,834 - ice00001 - [INFO] - [E:388| 800]: Train Loss:0.0017582, Val MRR:0.40028, ice00001 +2023-05-24 02:34:26,887 - ice00001 - [INFO] - [E:388| 900]: Train Loss:0.0017584, Val MRR:0.40028, ice00001 +2023-05-24 02:35:36,217 - ice00001 - [INFO] - [Epoch:388]: Training Loss:0.001759 + +2023-05-24 02:35:36,605 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 02:35:58,460 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 02:36:20,076 - ice00001 - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.42574, Head : 0.37516, Avg : 0.40045 + +2023-05-24 02:36:21,843 - ice00001 - [INFO] - [Epoch 388]: Training Loss: 0.001759, Valid MRR: 0.40045, + + + +2023-05-24 02:36:22,992 - ice00001 - [INFO] - [E:389| 0]: Train Loss:0.0017326, Val MRR:0.40045, ice00001 +2023-05-24 02:38:01,669 - ice00001 - [INFO] - [E:389| 100]: Train Loss:0.0017533, Val MRR:0.40045, ice00001 +2023-05-24 02:39:40,591 - ice00001 - [INFO] - [E:389| 200]: Train Loss:0.0017525, Val MRR:0.40045, ice00001 +2023-05-24 02:41:09,043 - ice00001 - [INFO] - [E:389| 300]: Train Loss:0.0017555, Val MRR:0.40045, ice00001 +2023-05-24 02:42:47,203 - ice00001 - [INFO] - [E:389| 400]: Train Loss:0.0017569, Val MRR:0.40045, ice00001 +2023-05-24 02:44:25,500 - ice00001 - [INFO] - [E:389| 500]: Train Loss:0.0017567, Val MRR:0.40045, ice00001 +2023-05-24 02:46:03,064 - ice00001 - [INFO] - [E:389| 600]: Train Loss:0.001757, Val MRR:0.40045, ice00001 +2023-05-24 02:47:40,688 - ice00001 - [INFO] - [E:389| 700]: Train Loss:0.0017573, Val MRR:0.40045, ice00001 +2023-05-24 02:49:09,057 - ice00001 - [INFO] - [E:389| 800]: Train Loss:0.0017578, Val MRR:0.40045, ice00001 +2023-05-24 02:50:47,358 - ice00001 - [INFO] - [E:389| 900]: Train Loss:0.001758, Val MRR:0.40045, ice00001 +2023-05-24 02:51:56,555 - ice00001 - [INFO] - [Epoch:389]: Training Loss:0.001759 + +2023-05-24 02:51:56,853 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 02:52:18,694 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 02:52:40,363 - ice00001 - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.42451, Head : 0.37447, Avg : 0.39949 + MR: Tail : 344.02, Head : 354.87, Avg : 349.45 + Hit-1: Tail : 0.3163, Head : 0.26787, Avg : 0.29209 + Hit-3: Tail : 0.47676, Head : 0.42068, Avg : 0.44872 + Hit-10: Tail : 0.63527, Head : 0.58794, Avg : 0.6116 +2023-05-24 02:52:40,363 - ice00001 - [INFO] - [Epoch 389]: Training Loss: 0.0017586, Valid MRR: 0.40045, + + + +2023-05-24 02:52:41,427 - ice00001 - [INFO] - [E:390| 0]: Train Loss:0.0017586, Val MRR:0.40045, ice00001 +2023-05-24 02:54:19,864 - ice00001 - [INFO] - [E:390| 100]: Train Loss:0.0017554, Val MRR:0.40045, ice00001 +2023-05-24 02:55:58,493 - ice00001 - [INFO] - [E:390| 200]: Train Loss:0.0017558, Val MRR:0.40045, ice00001 +2023-05-24 02:57:27,056 - ice00001 - [INFO] - [E:390| 300]: Train Loss:0.0017562, Val MRR:0.40045, ice00001 +2023-05-24 02:59:05,171 - ice00001 - [INFO] - [E:390| 400]: Train Loss:0.0017575, Val MRR:0.40045, ice00001 +2023-05-24 03:00:42,546 - ice00001 - [INFO] - [E:390| 500]: Train Loss:0.0017571, Val MRR:0.40045, ice00001 +2023-05-24 03:02:21,062 - ice00001 - [INFO] - [E:390| 600]: Train Loss:0.0017572, Val MRR:0.40045, ice00001 +2023-05-24 03:03:59,320 - ice00001 - [INFO] - [E:390| 700]: Train Loss:0.0017571, Val MRR:0.40045, ice00001 +2023-05-24 03:05:28,039 - ice00001 - [INFO] - [E:390| 800]: Train Loss:0.0017575, Val MRR:0.40045, ice00001 +2023-05-24 03:07:05,962 - ice00001 - [INFO] - [E:390| 900]: Train Loss:0.0017575, Val MRR:0.40045, ice00001 +2023-05-24 03:08:14,637 - ice00001 - [INFO] - [Epoch:390]: Training Loss:0.001758 + +2023-05-24 03:08:14,977 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 03:08:36,933 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 03:08:58,569 - ice00001 - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.42545, Head : 0.3743, Avg : 0.39987 + +2023-05-24 03:08:58,569 - ice00001 - [INFO] - [Epoch 390]: Training Loss: 0.0017579, Valid MRR: 0.40045, + + + +2023-05-24 03:08:59,560 - ice00001 - [INFO] - [E:391| 0]: Train Loss:0.0017904, Val MRR:0.40045, ice00001 +2023-05-24 03:10:37,735 - ice00001 - [INFO] - [E:391| 100]: Train Loss:0.0017524, Val MRR:0.40045, ice00001 +2023-05-24 03:12:17,713 - ice00001 - [INFO] - [E:391| 200]: Train Loss:0.0017544, Val MRR:0.40045, ice00001 +2023-05-24 03:13:45,754 - ice00001 - [INFO] - [E:391| 300]: Train Loss:0.0017538, Val MRR:0.40045, ice00001 +2023-05-24 03:15:23,329 - ice00001 - [INFO] - [E:391| 400]: Train Loss:0.0017547, Val MRR:0.40045, ice00001 +2023-05-24 03:17:01,898 - ice00001 - [INFO] - [E:391| 500]: Train Loss:0.0017554, Val MRR:0.40045, ice00001 +2023-05-24 03:18:40,812 - ice00001 - [INFO] - [E:391| 600]: Train Loss:0.0017557, Val MRR:0.40045, ice00001 +2023-05-24 03:20:16,747 - ice00001 - [INFO] - [E:391| 700]: Train Loss:0.0017565, Val MRR:0.40045, ice00001 +2023-05-24 03:21:48,464 - ice00001 - [INFO] - [E:391| 800]: Train Loss:0.0017569, Val MRR:0.40045, ice00001 +2023-05-24 03:23:27,326 - ice00001 - [INFO] - [E:391| 900]: Train Loss:0.0017573, Val MRR:0.40045, ice00001 +2023-05-24 03:24:36,357 - ice00001 - [INFO] - [Epoch:391]: Training Loss:0.001758 + +2023-05-24 03:24:36,866 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 03:24:58,775 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 03:25:20,339 - ice00001 - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.42276, Head : 0.37463, Avg : 0.3987 + +2023-05-24 03:25:20,339 - ice00001 - [INFO] - [Epoch 391]: Training Loss: 0.0017578, Valid MRR: 0.40045, + + + +2023-05-24 03:25:21,386 - ice00001 - [INFO] - [E:392| 0]: Train Loss:0.0018205, Val MRR:0.40045, ice00001 +2023-05-24 03:26:59,201 - ice00001 - [INFO] - [E:392| 100]: Train Loss:0.0017547, Val MRR:0.40045, ice00001 +2023-05-24 03:28:28,342 - ice00001 - [INFO] - [E:392| 200]: Train Loss:0.0017554, Val MRR:0.40045, ice00001 +2023-05-24 03:30:06,431 - ice00001 - [INFO] - [E:392| 300]: Train Loss:0.0017565, Val MRR:0.40045, ice00001 +2023-05-24 03:31:45,328 - ice00001 - [INFO] - [E:392| 400]: Train Loss:0.0017561, Val MRR:0.40045, ice00001 +2023-05-24 03:33:24,299 - ice00001 - [INFO] - [E:392| 500]: Train Loss:0.0017564, Val MRR:0.40045, ice00001 +2023-05-24 03:35:03,108 - ice00001 - [INFO] - [E:392| 600]: Train Loss:0.0017565, Val MRR:0.40045, ice00001 +2023-05-24 03:36:32,023 - ice00001 - [INFO] - [E:392| 700]: Train Loss:0.0017567, Val MRR:0.40045, ice00001 +2023-05-24 03:38:10,766 - ice00001 - [INFO] - [E:392| 800]: Train Loss:0.0017569, Val MRR:0.40045, ice00001 +2023-05-24 03:39:49,265 - ice00001 - [INFO] - [E:392| 900]: Train Loss:0.0017568, Val MRR:0.40045, ice00001 +2023-05-24 03:40:58,332 - ice00001 - [INFO] - [Epoch:392]: Training Loss:0.001757 + +2023-05-24 03:40:58,719 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 03:41:20,572 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 03:41:42,298 - ice00001 - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.42432, Head : 0.37357, Avg : 0.39895 + +2023-05-24 03:41:42,298 - ice00001 - [INFO] - [Epoch 392]: Training Loss: 0.0017573, Valid MRR: 0.40045, + + + +2023-05-24 03:41:43,277 - ice00001 - [INFO] - [E:393| 0]: Train Loss:0.0017712, Val MRR:0.40045, ice00001 +2023-05-24 03:43:21,996 - ice00001 - [INFO] - [E:393| 100]: Train Loss:0.0017481, Val MRR:0.40045, ice00001 +2023-05-24 03:44:50,603 - ice00001 - [INFO] - [E:393| 200]: Train Loss:0.0017489, Val MRR:0.40045, ice00001 +2023-05-24 03:46:29,284 - ice00001 - [INFO] - [E:393| 300]: Train Loss:0.0017507, Val MRR:0.40045, ice00001 +2023-05-24 03:48:08,075 - ice00001 - [INFO] - [E:393| 400]: Train Loss:0.001752, Val MRR:0.40045, ice00001 +2023-05-24 03:49:47,040 - ice00001 - [INFO] - [E:393| 500]: Train Loss:0.0017533, Val MRR:0.40045, ice00001 +2023-05-24 03:51:23,510 - ice00001 - [INFO] - [E:393| 600]: Train Loss:0.0017544, Val MRR:0.40045, ice00001 +2023-05-24 03:52:53,993 - ice00001 - [INFO] - [E:393| 700]: Train Loss:0.0017553, Val MRR:0.40045, ice00001 +2023-05-24 03:54:32,725 - ice00001 - [INFO] - [E:393| 800]: Train Loss:0.0017558, Val MRR:0.40045, ice00001 +2023-05-24 03:56:13,796 - ice00001 - [INFO] - [E:393| 900]: Train Loss:0.0017566, Val MRR:0.40045, ice00001 +2023-05-24 03:57:22,837 - ice00001 - [INFO] - [Epoch:393]: Training Loss:0.001757 + +2023-05-24 03:57:23,345 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 03:57:45,249 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 03:58:06,900 - ice00001 - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.424, Head : 0.37452, Avg : 0.39926 + +2023-05-24 03:58:06,900 - ice00001 - [INFO] - [Epoch 393]: Training Loss: 0.001757, Valid MRR: 0.40045, + + + +2023-05-24 03:58:07,939 - ice00001 - [INFO] - [E:394| 0]: Train Loss:0.0017383, Val MRR:0.40045, ice00001 +2023-05-24 03:59:36,618 - ice00001 - [INFO] - [E:394| 100]: Train Loss:0.0017534, Val MRR:0.40045, ice00001 +2023-05-24 04:01:14,835 - ice00001 - [INFO] - [E:394| 200]: Train Loss:0.0017544, Val MRR:0.40045, ice00001 +2023-05-24 04:02:52,317 - ice00001 - [INFO] - [E:394| 300]: Train Loss:0.0017545, Val MRR:0.40045, ice00001 +2023-05-24 04:04:30,781 - ice00001 - [INFO] - [E:394| 400]: Train Loss:0.0017547, Val MRR:0.40045, ice00001 +2023-05-24 04:06:08,798 - ice00001 - [INFO] - [E:394| 500]: Train Loss:0.0017551, Val MRR:0.40045, ice00001 +2023-05-24 04:07:36,867 - ice00001 - [INFO] - [E:394| 600]: Train Loss:0.0017555, Val MRR:0.40045, ice00001 +2023-05-24 04:09:14,687 - ice00001 - [INFO] - [E:394| 700]: Train Loss:0.0017562, Val MRR:0.40045, ice00001 +2023-05-24 04:10:53,432 - ice00001 - [INFO] - [E:394| 800]: Train Loss:0.0017564, Val MRR:0.40045, ice00001 +2023-05-24 04:12:31,812 - ice00001 - [INFO] - [E:394| 900]: Train Loss:0.0017567, Val MRR:0.40045, ice00001 +2023-05-24 04:13:41,312 - ice00001 - [INFO] - [Epoch:394]: Training Loss:0.001757 + +2023-05-24 04:13:41,651 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 04:14:03,655 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 04:14:25,314 - ice00001 - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.42367, Head : 0.37489, Avg : 0.39928 + +2023-05-24 04:14:25,314 - ice00001 - [INFO] - [Epoch 394]: Training Loss: 0.0017568, Valid MRR: 0.40045, + + + +2023-05-24 04:14:26,303 - ice00001 - [INFO] - [E:395| 0]: Train Loss:0.0017369, Val MRR:0.40045, ice00001 +2023-05-24 04:15:54,942 - ice00001 - [INFO] - [E:395| 100]: Train Loss:0.0017511, Val MRR:0.40045, ice00001 +2023-05-24 04:17:33,525 - ice00001 - [INFO] - [E:395| 200]: Train Loss:0.0017538, Val MRR:0.40045, ice00001 +2023-05-24 04:19:11,781 - ice00001 - [INFO] - [E:395| 300]: Train Loss:0.0017543, Val MRR:0.40045, ice00001 +2023-05-24 04:20:49,773 - ice00001 - [INFO] - [E:395| 400]: Train Loss:0.0017549, Val MRR:0.40045, ice00001 +2023-05-24 04:22:28,691 - ice00001 - [INFO] - [E:395| 500]: Train Loss:0.0017552, Val MRR:0.40045, ice00001 +2023-05-24 04:23:57,819 - ice00001 - [INFO] - [E:395| 600]: Train Loss:0.0017549, Val MRR:0.40045, ice00001 +2023-05-24 04:25:36,147 - ice00001 - [INFO] - [E:395| 700]: Train Loss:0.0017553, Val MRR:0.40045, ice00001 +2023-05-24 04:27:14,439 - ice00001 - [INFO] - [E:395| 800]: Train Loss:0.0017562, Val MRR:0.40045, ice00001 +2023-05-24 04:28:52,129 - ice00001 - [INFO] - [E:395| 900]: Train Loss:0.0017566, Val MRR:0.40045, ice00001 +2023-05-24 04:30:01,488 - ice00001 - [INFO] - [Epoch:395]: Training Loss:0.001757 + +2023-05-24 04:30:01,746 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 04:30:23,855 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 04:30:44,047 - ice00001 - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.42532, Head : 0.37624, Avg : 0.40078 + +2023-05-24 04:30:45,900 - ice00001 - [INFO] - [Epoch 395]: Training Loss: 0.0017565, Valid MRR: 0.40078, + + + +2023-05-24 04:30:46,559 - ice00001 - [INFO] - [E:396| 0]: Train Loss:0.0017535, Val MRR:0.40078, ice00001 +2023-05-24 04:32:17,976 - ice00001 - [INFO] - [E:396| 100]: Train Loss:0.0017508, Val MRR:0.40078, ice00001 +2023-05-24 04:33:56,372 - ice00001 - [INFO] - [E:396| 200]: Train Loss:0.0017527, Val MRR:0.40078, ice00001 +2023-05-24 04:35:34,239 - ice00001 - [INFO] - [E:396| 300]: Train Loss:0.0017534, Val MRR:0.40078, ice00001 +2023-05-24 04:37:13,061 - ice00001 - [INFO] - [E:396| 400]: Train Loss:0.0017535, Val MRR:0.40078, ice00001 +2023-05-24 04:38:49,585 - ice00001 - [INFO] - [E:396| 500]: Train Loss:0.0017545, Val MRR:0.40078, ice00001 +2023-05-24 04:40:22,519 - ice00001 - [INFO] - [E:396| 600]: Train Loss:0.001755, Val MRR:0.40078, ice00001 +2023-05-24 04:42:00,343 - ice00001 - [INFO] - [E:396| 700]: Train Loss:0.0017555, Val MRR:0.40078, ice00001 +2023-05-24 04:43:38,123 - ice00001 - [INFO] - [E:396| 800]: Train Loss:0.0017554, Val MRR:0.40078, ice00001 +2023-05-24 04:45:15,775 - ice00001 - [INFO] - [E:396| 900]: Train Loss:0.0017562, Val MRR:0.40078, ice00001 +2023-05-24 04:46:24,976 - ice00001 - [INFO] - [Epoch:396]: Training Loss:0.001757 + +2023-05-24 04:46:25,342 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 04:46:43,578 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 04:46:58,267 - ice00001 - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.42483, Head : 0.37485, Avg : 0.39984 + +2023-05-24 04:46:58,268 - ice00001 - [INFO] - [Epoch 396]: Training Loss: 0.0017565, Valid MRR: 0.40078, + + + +2023-05-24 04:46:59,376 - ice00001 - [INFO] - [E:397| 0]: Train Loss:0.0017202, Val MRR:0.40078, ice00001 +2023-05-24 04:48:38,182 - ice00001 - [INFO] - [E:397| 100]: Train Loss:0.0017545, Val MRR:0.40078, ice00001 +2023-05-24 04:50:16,633 - ice00001 - [INFO] - [E:397| 200]: Train Loss:0.0017536, Val MRR:0.40078, ice00001 +2023-05-24 04:51:54,959 - ice00001 - [INFO] - [E:397| 300]: Train Loss:0.0017543, Val MRR:0.40078, ice00001 +2023-05-24 04:53:33,958 - ice00001 - [INFO] - [E:397| 400]: Train Loss:0.0017539, Val MRR:0.40078, ice00001 +2023-05-24 04:55:02,904 - ice00001 - [INFO] - [E:397| 500]: Train Loss:0.0017543, Val MRR:0.40078, ice00001 +2023-05-24 04:56:41,957 - ice00001 - [INFO] - [E:397| 600]: Train Loss:0.0017549, Val MRR:0.40078, ice00001 +2023-05-24 04:58:20,394 - ice00001 - [INFO] - [E:397| 700]: Train Loss:0.0017546, Val MRR:0.40078, ice00001 +2023-05-24 04:59:59,292 - ice00001 - [INFO] - [E:397| 800]: Train Loss:0.0017551, Val MRR:0.40078, ice00001 +2023-05-24 05:01:38,164 - ice00001 - [INFO] - [E:397| 900]: Train Loss:0.0017551, Val MRR:0.40078, ice00001 +2023-05-24 05:02:37,744 - ice00001 - [INFO] - [Epoch:397]: Training Loss:0.001756 + +2023-05-24 05:02:38,090 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 05:03:00,091 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 05:03:21,709 - ice00001 - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.42409, Head : 0.37454, Avg : 0.39932 + +2023-05-24 05:03:21,709 - ice00001 - [INFO] - [Epoch 397]: Training Loss: 0.0017557, Valid MRR: 0.40078, + + + +2023-05-24 05:03:22,714 - ice00001 - [INFO] - [E:398| 0]: Train Loss:0.0017476, Val MRR:0.40078, ice00001 +2023-05-24 05:05:00,199 - ice00001 - [INFO] - [E:398| 100]: Train Loss:0.0017501, Val MRR:0.40078, ice00001 +2023-05-24 05:06:38,694 - ice00001 - [INFO] - [E:398| 200]: Train Loss:0.0017518, Val MRR:0.40078, ice00001 +2023-05-24 05:08:17,416 - ice00001 - [INFO] - [E:398| 300]: Train Loss:0.0017531, Val MRR:0.40078, ice00001 +2023-05-24 05:09:56,182 - ice00001 - [INFO] - [E:398| 400]: Train Loss:0.0017536, Val MRR:0.40078, ice00001 +2023-05-24 05:11:24,783 - ice00001 - [INFO] - [E:398| 500]: Train Loss:0.001753, Val MRR:0.40078, ice00001 +2023-05-24 05:13:03,216 - ice00001 - [INFO] - [E:398| 600]: Train Loss:0.0017536, Val MRR:0.40078, ice00001 +2023-05-24 05:14:41,440 - ice00001 - [INFO] - [E:398| 700]: Train Loss:0.0017547, Val MRR:0.40078, ice00001 +2023-05-24 05:16:19,658 - ice00001 - [INFO] - [E:398| 800]: Train Loss:0.0017554, Val MRR:0.40078, ice00001 +2023-05-24 05:17:57,013 - ice00001 - [INFO] - [E:398| 900]: Train Loss:0.0017554, Val MRR:0.40078, ice00001 +2023-05-24 05:18:57,801 - ice00001 - [INFO] - [Epoch:398]: Training Loss:0.001756 + +2023-05-24 05:18:58,308 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 05:19:20,203 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 05:19:41,814 - ice00001 - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.42364, Head : 0.37518, Avg : 0.39941 + +2023-05-24 05:19:41,814 - ice00001 - [INFO] - [Epoch 398]: Training Loss: 0.0017558, Valid MRR: 0.40078, + + + +2023-05-24 05:19:42,854 - ice00001 - [INFO] - [E:399| 0]: Train Loss:0.0017631, Val MRR:0.40078, ice00001 +2023-05-24 05:21:21,287 - ice00001 - [INFO] - [E:399| 100]: Train Loss:0.001755, Val MRR:0.40078, ice00001 +2023-05-24 05:23:02,377 - ice00001 - [INFO] - [E:399| 200]: Train Loss:0.0017518, Val MRR:0.40078, ice00001 +2023-05-24 05:24:40,549 - ice00001 - [INFO] - [E:399| 300]: Train Loss:0.0017526, Val MRR:0.40078, ice00001 +2023-05-24 05:26:10,106 - ice00001 - [INFO] - [E:399| 400]: Train Loss:0.0017524, Val MRR:0.40078, ice00001 +2023-05-24 05:27:47,966 - ice00001 - [INFO] - [E:399| 500]: Train Loss:0.0017524, Val MRR:0.40078, ice00001 +2023-05-24 05:29:25,754 - ice00001 - [INFO] - [E:399| 600]: Train Loss:0.0017523, Val MRR:0.40078, ice00001 +2023-05-24 05:31:04,227 - ice00001 - [INFO] - [E:399| 700]: Train Loss:0.0017529, Val MRR:0.40078, ice00001 +2023-05-24 05:32:42,768 - ice00001 - [INFO] - [E:399| 800]: Train Loss:0.0017532, Val MRR:0.40078, ice00001 +2023-05-24 05:34:11,798 - ice00001 - [INFO] - [E:399| 900]: Train Loss:0.0017537, Val MRR:0.40078, ice00001 +2023-05-24 05:35:20,547 - ice00001 - [INFO] - [Epoch:399]: Training Loss:0.001755 + +2023-05-24 05:35:20,885 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 05:35:42,861 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 05:36:04,521 - ice00001 - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.42397, Head : 0.37423, Avg : 0.3991 + MR: Tail : 337.89, Head : 348.58, Avg : 343.24 + Hit-1: Tail : 0.31521, Head : 0.2669, Avg : 0.29105 + Hit-3: Tail : 0.47651, Head : 0.41947, Avg : 0.44799 + Hit-10: Tail : 0.63248, Head : 0.5883, Avg : 0.61039 +2023-05-24 05:36:04,522 - ice00001 - [INFO] - [Epoch 399]: Training Loss: 0.0017547, Valid MRR: 0.40078, + + + +2023-05-24 05:36:05,518 - ice00001 - [INFO] - [E:400| 0]: Train Loss:0.0017407, Val MRR:0.40078, ice00001 +2023-05-24 05:37:43,651 - ice00001 - [INFO] - [E:400| 100]: Train Loss:0.0017452, Val MRR:0.40078, ice00001 +2023-05-24 05:39:22,262 - ice00001 - [INFO] - [E:400| 200]: Train Loss:0.0017513, Val MRR:0.40078, ice00001 +2023-05-24 05:41:00,255 - ice00001 - [INFO] - [E:400| 300]: Train Loss:0.0017518, Val MRR:0.40078, ice00001 +2023-05-24 05:42:28,905 - ice00001 - [INFO] - [E:400| 400]: Train Loss:0.0017518, Val MRR:0.40078, ice00001 +2023-05-24 05:44:07,098 - ice00001 - [INFO] - [E:400| 500]: Train Loss:0.0017524, Val MRR:0.40078, ice00001 +2023-05-24 05:45:45,093 - ice00001 - [INFO] - [E:400| 600]: Train Loss:0.0017525, Val MRR:0.40078, ice00001 +2023-05-24 05:47:23,090 - ice00001 - [INFO] - [E:400| 700]: Train Loss:0.001753, Val MRR:0.40078, ice00001 +2023-05-24 05:49:00,796 - ice00001 - [INFO] - [E:400| 800]: Train Loss:0.0017535, Val MRR:0.40078, ice00001 +2023-05-24 05:50:29,746 - ice00001 - [INFO] - [E:400| 900]: Train Loss:0.0017539, Val MRR:0.40078, ice00001 +2023-05-24 05:51:38,678 - ice00001 - [INFO] - [Epoch:400]: Training Loss:0.001754 + +2023-05-24 05:51:39,078 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 05:52:01,206 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 05:52:22,792 - ice00001 - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.42428, Head : 0.37338, Avg : 0.39883 + +2023-05-24 05:52:22,793 - ice00001 - [INFO] - [Epoch 400]: Training Loss: 0.0017543, Valid MRR: 0.40078, + + + +2023-05-24 05:52:23,851 - ice00001 - [INFO] - [E:401| 0]: Train Loss:0.0017092, Val MRR:0.40078, ice00001 +2023-05-24 05:54:02,790 - ice00001 - [INFO] - [E:401| 100]: Train Loss:0.0017495, Val MRR:0.40078, ice00001 +2023-05-24 05:55:40,907 - ice00001 - [INFO] - [E:401| 200]: Train Loss:0.0017505, Val MRR:0.40078, ice00001 +2023-05-24 05:57:19,231 - ice00001 - [INFO] - [E:401| 300]: Train Loss:0.0017518, Val MRR:0.40078, ice00001 +2023-05-24 05:58:48,084 - ice00001 - [INFO] - [E:401| 400]: Train Loss:0.0017519, Val MRR:0.40078, ice00001 +2023-05-24 06:00:26,803 - ice00001 - [INFO] - [E:401| 500]: Train Loss:0.0017521, Val MRR:0.40078, ice00001 +2023-05-24 06:02:04,682 - ice00001 - [INFO] - [E:401| 600]: Train Loss:0.0017534, Val MRR:0.40078, ice00001 +2023-05-24 06:03:42,683 - ice00001 - [INFO] - [E:401| 700]: Train Loss:0.0017531, Val MRR:0.40078, ice00001 +2023-05-24 06:05:24,313 - ice00001 - [INFO] - [E:401| 800]: Train Loss:0.001753, Val MRR:0.40078, ice00001 +2023-05-24 06:06:52,750 - ice00001 - [INFO] - [E:401| 900]: Train Loss:0.0017536, Val MRR:0.40078, ice00001 +2023-05-24 06:08:01,613 - ice00001 - [INFO] - [Epoch:401]: Training Loss:0.001754 + +2023-05-24 06:08:01,956 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 06:08:24,335 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 06:08:46,033 - ice00001 - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.42486, Head : 0.37601, Avg : 0.40044 + +2023-05-24 06:08:46,034 - ice00001 - [INFO] - [Epoch 401]: Training Loss: 0.001754, Valid MRR: 0.40078, + + + +2023-05-24 06:08:46,795 - ice00001 - [INFO] - [E:402| 0]: Train Loss:0.0017151, Val MRR:0.40078, ice00001 +2023-05-24 06:10:25,785 - ice00001 - [INFO] - [E:402| 100]: Train Loss:0.0017495, Val MRR:0.40078, ice00001 +2023-05-24 06:12:04,202 - ice00001 - [INFO] - [E:402| 200]: Train Loss:0.001749, Val MRR:0.40078, ice00001 +2023-05-24 06:13:32,817 - ice00001 - [INFO] - [E:402| 300]: Train Loss:0.00175, Val MRR:0.40078, ice00001 +2023-05-24 06:15:10,679 - ice00001 - [INFO] - [E:402| 400]: Train Loss:0.0017512, Val MRR:0.40078, ice00001 +2023-05-24 06:16:49,548 - ice00001 - [INFO] - [E:402| 500]: Train Loss:0.0017522, Val MRR:0.40078, ice00001 +2023-05-24 06:18:27,351 - ice00001 - [INFO] - [E:402| 600]: Train Loss:0.001752, Val MRR:0.40078, ice00001 +2023-05-24 06:20:05,704 - ice00001 - [INFO] - [E:402| 700]: Train Loss:0.0017518, Val MRR:0.40078, ice00001 +2023-05-24 06:21:34,298 - ice00001 - [INFO] - [E:402| 800]: Train Loss:0.0017527, Val MRR:0.40078, ice00001 +2023-05-24 06:23:13,131 - ice00001 - [INFO] - [E:402| 900]: Train Loss:0.0017534, Val MRR:0.40078, ice00001 +2023-05-24 06:24:22,015 - ice00001 - [INFO] - [Epoch:402]: Training Loss:0.001754 + +2023-05-24 06:24:22,403 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 06:24:44,308 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 06:25:05,996 - ice00001 - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.42429, Head : 0.37629, Avg : 0.40029 + +2023-05-24 06:25:05,996 - ice00001 - [INFO] - [Epoch 402]: Training Loss: 0.0017538, Valid MRR: 0.40078, + + + +2023-05-24 06:25:06,995 - ice00001 - [INFO] - [E:403| 0]: Train Loss:0.0016753, Val MRR:0.40078, ice00001 +2023-05-24 06:26:45,309 - ice00001 - [INFO] - [E:403| 100]: Train Loss:0.0017463, Val MRR:0.40078, ice00001 +2023-05-24 06:28:23,557 - ice00001 - [INFO] - [E:403| 200]: Train Loss:0.0017491, Val MRR:0.40078, ice00001 +2023-05-24 06:29:52,562 - ice00001 - [INFO] - [E:403| 300]: Train Loss:0.0017505, Val MRR:0.40078, ice00001 +2023-05-24 06:31:30,938 - ice00001 - [INFO] - [E:403| 400]: Train Loss:0.001751, Val MRR:0.40078, ice00001 +2023-05-24 06:33:08,720 - ice00001 - [INFO] - [E:403| 500]: Train Loss:0.0017511, Val MRR:0.40078, ice00001 +2023-05-24 06:34:47,097 - ice00001 - [INFO] - [E:403| 600]: Train Loss:0.0017525, Val MRR:0.40078, ice00001 +2023-05-24 06:36:25,630 - ice00001 - [INFO] - [E:403| 700]: Train Loss:0.0017529, Val MRR:0.40078, ice00001 +2023-05-24 06:37:53,979 - ice00001 - [INFO] - [E:403| 800]: Train Loss:0.001753, Val MRR:0.40078, ice00001 +2023-05-24 06:39:32,491 - ice00001 - [INFO] - [E:403| 900]: Train Loss:0.0017535, Val MRR:0.40078, ice00001 +2023-05-24 06:40:41,908 - ice00001 - [INFO] - [Epoch:403]: Training Loss:0.001753 + +2023-05-24 06:40:42,252 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 06:41:04,374 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 06:41:26,071 - ice00001 - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.4243, Head : 0.37373, Avg : 0.39901 + +2023-05-24 06:41:26,071 - ice00001 - [INFO] - [Epoch 403]: Training Loss: 0.0017533, Valid MRR: 0.40078, + + + +2023-05-24 06:41:27,057 - ice00001 - [INFO] - [E:404| 0]: Train Loss:0.0017921, Val MRR:0.40078, ice00001 +2023-05-24 06:43:05,231 - ice00001 - [INFO] - [E:404| 100]: Train Loss:0.0017502, Val MRR:0.40078, ice00001 +2023-05-24 06:44:42,470 - ice00001 - [INFO] - [E:404| 200]: Train Loss:0.0017468, Val MRR:0.40078, ice00001 +2023-05-24 06:46:12,620 - ice00001 - [INFO] - [E:404| 300]: Train Loss:0.0017482, Val MRR:0.40078, ice00001 +2023-05-24 06:47:51,085 - ice00001 - [INFO] - [E:404| 400]: Train Loss:0.0017495, Val MRR:0.40078, ice00001 +2023-05-24 06:49:32,426 - ice00001 - [INFO] - [E:404| 500]: Train Loss:0.0017504, Val MRR:0.40078, ice00001 +2023-05-24 06:51:11,034 - ice00001 - [INFO] - [E:404| 600]: Train Loss:0.0017513, Val MRR:0.40078, ice00001 +2023-05-24 06:52:46,077 - ice00001 - [INFO] - [E:404| 700]: Train Loss:0.0017515, Val MRR:0.40078, ice00001 +2023-05-24 06:54:18,072 - ice00001 - [INFO] - [E:404| 800]: Train Loss:0.0017521, Val MRR:0.40078, ice00001 +2023-05-24 06:55:57,129 - ice00001 - [INFO] - [E:404| 900]: Train Loss:0.0017532, Val MRR:0.40078, ice00001 +2023-05-24 06:57:06,307 - ice00001 - [INFO] - [Epoch:404]: Training Loss:0.001753 + +2023-05-24 06:57:06,814 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 06:57:28,723 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 06:57:50,361 - ice00001 - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.42457, Head : 0.37392, Avg : 0.39925 + +2023-05-24 06:57:50,361 - ice00001 - [INFO] - [Epoch 404]: Training Loss: 0.0017533, Valid MRR: 0.40078, + + + +2023-05-24 06:57:51,405 - ice00001 - [INFO] - [E:405| 0]: Train Loss:0.0017749, Val MRR:0.40078, ice00001 +2023-05-24 06:59:29,766 - ice00001 - [INFO] - [E:405| 100]: Train Loss:0.00175, Val MRR:0.40078, ice00001 +2023-05-24 07:00:58,507 - ice00001 - [INFO] - [E:405| 200]: Train Loss:0.001749, Val MRR:0.40078, ice00001 +2023-05-24 07:02:36,889 - ice00001 - [INFO] - [E:405| 300]: Train Loss:0.0017485, Val MRR:0.40078, ice00001 +2023-05-24 07:04:15,434 - ice00001 - [INFO] - [E:405| 400]: Train Loss:0.0017502, Val MRR:0.40078, ice00001 +2023-05-24 07:05:53,797 - ice00001 - [INFO] - [E:405| 500]: Train Loss:0.0017501, Val MRR:0.40078, ice00001 +2023-05-24 07:07:32,753 - ice00001 - [INFO] - [E:405| 600]: Train Loss:0.0017508, Val MRR:0.40078, ice00001 +2023-05-24 07:09:01,778 - ice00001 - [INFO] - [E:405| 700]: Train Loss:0.0017516, Val MRR:0.40078, ice00001 +2023-05-24 07:10:40,506 - ice00001 - [INFO] - [E:405| 800]: Train Loss:0.0017517, Val MRR:0.40078, ice00001 +2023-05-24 07:12:19,357 - ice00001 - [INFO] - [E:405| 900]: Train Loss:0.0017523, Val MRR:0.40078, ice00001 +2023-05-24 07:13:28,618 - ice00001 - [INFO] - [Epoch:405]: Training Loss:0.001752 + +2023-05-24 07:13:29,126 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 07:13:51,141 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 07:14:12,790 - ice00001 - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.42375, Head : 0.37484, Avg : 0.3993 + +2023-05-24 07:14:12,790 - ice00001 - [INFO] - [Epoch 405]: Training Loss: 0.0017524, Valid MRR: 0.40078, + + + +2023-05-24 07:14:13,838 - ice00001 - [INFO] - [E:406| 0]: Train Loss:0.0017697, Val MRR:0.40078, ice00001 +2023-05-24 07:15:52,242 - ice00001 - [INFO] - [E:406| 100]: Train Loss:0.001748, Val MRR:0.40078, ice00001 +2023-05-24 07:17:21,359 - ice00001 - [INFO] - [E:406| 200]: Train Loss:0.0017487, Val MRR:0.40078, ice00001 +2023-05-24 07:19:00,457 - ice00001 - [INFO] - [E:406| 300]: Train Loss:0.0017496, Val MRR:0.40078, ice00001 +2023-05-24 07:20:39,473 - ice00001 - [INFO] - [E:406| 400]: Train Loss:0.0017502, Val MRR:0.40078, ice00001 +2023-05-24 07:22:18,301 - ice00001 - [INFO] - [E:406| 500]: Train Loss:0.0017493, Val MRR:0.40078, ice00001 +2023-05-24 07:23:55,671 - ice00001 - [INFO] - [E:406| 600]: Train Loss:0.00175, Val MRR:0.40078, ice00001 +2023-05-24 07:25:26,431 - ice00001 - [INFO] - [E:406| 700]: Train Loss:0.0017504, Val MRR:0.40078, ice00001 +2023-05-24 07:27:04,843 - ice00001 - [INFO] - [E:406| 800]: Train Loss:0.0017509, Val MRR:0.40078, ice00001 +2023-05-24 07:28:43,204 - ice00001 - [INFO] - [E:406| 900]: Train Loss:0.0017515, Val MRR:0.40078, ice00001 +2023-05-24 07:29:52,746 - ice00001 - [INFO] - [Epoch:406]: Training Loss:0.001752 + +2023-05-24 07:29:53,053 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 07:30:14,932 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 07:30:36,542 - ice00001 - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.42474, Head : 0.37547, Avg : 0.40011 + +2023-05-24 07:30:36,542 - ice00001 - [INFO] - [Epoch 406]: Training Loss: 0.0017519, Valid MRR: 0.40078, + + + +2023-05-24 07:30:37,589 - ice00001 - [INFO] - [E:407| 0]: Train Loss:0.0017571, Val MRR:0.40078, ice00001 +2023-05-24 07:32:06,576 - ice00001 - [INFO] - [E:407| 100]: Train Loss:0.0017462, Val MRR:0.40078, ice00001 +2023-05-24 07:33:47,923 - ice00001 - [INFO] - [E:407| 200]: Train Loss:0.0017481, Val MRR:0.40078, ice00001 +2023-05-24 07:35:26,899 - ice00001 - [INFO] - [E:407| 300]: Train Loss:0.0017494, Val MRR:0.40078, ice00001 +2023-05-24 07:37:06,050 - ice00001 - [INFO] - [E:407| 400]: Train Loss:0.0017496, Val MRR:0.40078, ice00001 +2023-05-24 07:38:44,650 - ice00001 - [INFO] - [E:407| 500]: Train Loss:0.0017499, Val MRR:0.40078, ice00001 +2023-05-24 07:40:13,674 - ice00001 - [INFO] - [E:407| 600]: Train Loss:0.0017507, Val MRR:0.40078, ice00001 +2023-05-24 07:41:52,290 - ice00001 - [INFO] - [E:407| 700]: Train Loss:0.001751, Val MRR:0.40078, ice00001 +2023-05-24 07:43:31,334 - ice00001 - [INFO] - [E:407| 800]: Train Loss:0.0017516, Val MRR:0.40078, ice00001 +2023-05-24 07:45:09,655 - ice00001 - [INFO] - [E:407| 900]: Train Loss:0.0017518, Val MRR:0.40078, ice00001 +2023-05-24 07:46:18,527 - ice00001 - [INFO] - [Epoch:407]: Training Loss:0.001752 + +2023-05-24 07:46:18,889 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 07:46:40,807 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 07:47:02,517 - ice00001 - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.42347, Head : 0.37483, Avg : 0.39915 + +2023-05-24 07:47:02,517 - ice00001 - [INFO] - [Epoch 407]: Training Loss: 0.001752, Valid MRR: 0.40078, + + + +2023-05-24 07:47:03,690 - ice00001 - [INFO] - [E:408| 0]: Train Loss:0.0017887, Val MRR:0.40078, ice00001 +2023-05-24 07:48:32,312 - ice00001 - [INFO] - [E:408| 100]: Train Loss:0.0017466, Val MRR:0.40078, ice00001 +2023-05-24 07:50:10,796 - ice00001 - [INFO] - [E:408| 200]: Train Loss:0.0017465, Val MRR:0.40078, ice00001 +2023-05-24 07:51:48,843 - ice00001 - [INFO] - [E:408| 300]: Train Loss:0.0017477, Val MRR:0.40078, ice00001 +2023-05-24 07:53:27,569 - ice00001 - [INFO] - [E:408| 400]: Train Loss:0.001748, Val MRR:0.40078, ice00001 +2023-05-24 07:55:05,992 - ice00001 - [INFO] - [E:408| 500]: Train Loss:0.0017481, Val MRR:0.40078, ice00001 +2023-05-24 07:56:35,200 - ice00001 - [INFO] - [E:408| 600]: Train Loss:0.0017482, Val MRR:0.40078, ice00001 +2023-05-24 07:58:13,088 - ice00001 - [INFO] - [E:408| 700]: Train Loss:0.0017491, Val MRR:0.40078, ice00001 +2023-05-24 07:59:51,442 - ice00001 - [INFO] - [E:408| 800]: Train Loss:0.00175, Val MRR:0.40078, ice00001 +2023-05-24 08:01:29,711 - ice00001 - [INFO] - [E:408| 900]: Train Loss:0.0017507, Val MRR:0.40078, ice00001 +2023-05-24 08:02:39,280 - ice00001 - [INFO] - [Epoch:408]: Training Loss:0.001751 + +2023-05-24 08:02:39,646 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 08:03:01,577 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 08:03:20,497 - ice00001 - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.42398, Head : 0.37484, Avg : 0.39941 + +2023-05-24 08:03:20,497 - ice00001 - [INFO] - [Epoch 408]: Training Loss: 0.0017509, Valid MRR: 0.40078, + + + +2023-05-24 08:03:21,144 - ice00001 - [INFO] - [E:409| 0]: Train Loss:0.0017941, Val MRR:0.40078, ice00001 +2023-05-24 08:04:52,552 - ice00001 - [INFO] - [E:409| 100]: Train Loss:0.0017479, Val MRR:0.40078, ice00001 +2023-05-24 08:06:30,734 - ice00001 - [INFO] - [E:409| 200]: Train Loss:0.0017476, Val MRR:0.40078, ice00001 +2023-05-24 08:08:09,182 - ice00001 - [INFO] - [E:409| 300]: Train Loss:0.0017462, Val MRR:0.40078, ice00001 +2023-05-24 08:09:48,106 - ice00001 - [INFO] - [E:409| 400]: Train Loss:0.0017469, Val MRR:0.40078, ice00001 +2023-05-24 08:11:20,348 - ice00001 - [INFO] - [E:409| 500]: Train Loss:0.0017489, Val MRR:0.40078, ice00001 +2023-05-24 08:12:55,968 - ice00001 - [INFO] - [E:409| 600]: Train Loss:0.0017494, Val MRR:0.40078, ice00001 +2023-05-24 08:14:34,334 - ice00001 - [INFO] - [E:409| 700]: Train Loss:0.0017495, Val MRR:0.40078, ice00001 +2023-05-24 08:16:16,030 - ice00001 - [INFO] - [E:409| 800]: Train Loss:0.0017497, Val MRR:0.40078, ice00001 +2023-05-24 08:17:54,473 - ice00001 - [INFO] - [E:409| 900]: Train Loss:0.0017507, Val MRR:0.40078, ice00001 +2023-05-24 08:19:03,239 - ice00001 - [INFO] - [Epoch:409]: Training Loss:0.001751 + +2023-05-24 08:19:03,499 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 08:19:19,932 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 08:19:36,568 - ice00001 - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.42586, Head : 0.3737, Avg : 0.39978 + MR: Tail : 354.58, Head : 369.8, Avg : 362.19 + Hit-1: Tail : 0.31958, Head : 0.26593, Avg : 0.29275 + Hit-3: Tail : 0.47773, Head : 0.4202, Avg : 0.44896 + Hit-10: Tail : 0.63163, Head : 0.58866, Avg : 0.61015 +2023-05-24 08:19:36,569 - ice00001 - [INFO] - [Epoch 409]: Training Loss: 0.0017512, Valid MRR: 0.40078, + + + +2023-05-24 08:19:37,563 - ice00001 - [INFO] - [E:410| 0]: Train Loss:0.0017504, Val MRR:0.40078, ice00001 +2023-05-24 08:21:16,220 - ice00001 - [INFO] - [E:410| 100]: Train Loss:0.0017434, Val MRR:0.40078, ice00001 +2023-05-24 08:22:54,999 - ice00001 - [INFO] - [E:410| 200]: Train Loss:0.0017455, Val MRR:0.40078, ice00001 +2023-05-24 08:24:33,843 - ice00001 - [INFO] - [E:410| 300]: Train Loss:0.0017477, Val MRR:0.40078, ice00001 +2023-05-24 08:26:12,194 - ice00001 - [INFO] - [E:410| 400]: Train Loss:0.0017481, Val MRR:0.40078, ice00001 +2023-05-24 08:27:41,450 - ice00001 - [INFO] - [E:410| 500]: Train Loss:0.0017494, Val MRR:0.40078, ice00001 +2023-05-24 08:29:19,924 - ice00001 - [INFO] - [E:410| 600]: Train Loss:0.0017495, Val MRR:0.40078, ice00001 +2023-05-24 08:30:57,804 - ice00001 - [INFO] - [E:410| 700]: Train Loss:0.00175, Val MRR:0.40078, ice00001 +2023-05-24 08:32:36,033 - ice00001 - [INFO] - [E:410| 800]: Train Loss:0.0017499, Val MRR:0.40078, ice00001 +2023-05-24 08:34:14,591 - ice00001 - [INFO] - [E:410| 900]: Train Loss:0.0017504, Val MRR:0.40078, ice00001 +2023-05-24 08:35:14,368 - ice00001 - [INFO] - [Epoch:410]: Training Loss:0.001751 + +2023-05-24 08:35:14,700 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 08:35:36,809 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 08:35:58,548 - ice00001 - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.42449, Head : 0.37589, Avg : 0.40019 + +2023-05-24 08:35:58,548 - ice00001 - [INFO] - [Epoch 410]: Training Loss: 0.0017507, Valid MRR: 0.40078, + + + +2023-05-24 08:35:59,509 - ice00001 - [INFO] - [E:411| 0]: Train Loss:0.0017528, Val MRR:0.40078, ice00001 +2023-05-24 08:37:38,049 - ice00001 - [INFO] - [E:411| 100]: Train Loss:0.0017498, Val MRR:0.40078, ice00001 +2023-05-24 08:39:16,742 - ice00001 - [INFO] - [E:411| 200]: Train Loss:0.0017495, Val MRR:0.40078, ice00001 +2023-05-24 08:40:55,309 - ice00001 - [INFO] - [E:411| 300]: Train Loss:0.0017476, Val MRR:0.40078, ice00001 +2023-05-24 08:42:34,396 - ice00001 - [INFO] - [E:411| 400]: Train Loss:0.001749, Val MRR:0.40078, ice00001 +2023-05-24 08:44:03,447 - ice00001 - [INFO] - [E:411| 500]: Train Loss:0.0017486, Val MRR:0.40078, ice00001 +2023-05-24 08:45:42,198 - ice00001 - [INFO] - [E:411| 600]: Train Loss:0.0017491, Val MRR:0.40078, ice00001 +2023-05-24 08:47:20,562 - ice00001 - [INFO] - [E:411| 700]: Train Loss:0.001749, Val MRR:0.40078, ice00001 +2023-05-24 08:48:59,255 - ice00001 - [INFO] - [E:411| 800]: Train Loss:0.0017494, Val MRR:0.40078, ice00001 +2023-05-24 08:50:36,417 - ice00001 - [INFO] - [E:411| 900]: Train Loss:0.0017498, Val MRR:0.40078, ice00001 +2023-05-24 08:51:37,156 - ice00001 - [INFO] - [Epoch:411]: Training Loss:0.00175 + +2023-05-24 08:51:37,542 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 08:51:59,531 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 08:52:21,206 - ice00001 - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.42554, Head : 0.37533, Avg : 0.40043 + +2023-05-24 08:52:21,206 - ice00001 - [INFO] - [Epoch 411]: Training Loss: 0.0017501, Valid MRR: 0.40078, + + + +2023-05-24 08:52:22,194 - ice00001 - [INFO] - [E:412| 0]: Train Loss:0.001757, Val MRR:0.40078, ice00001 +2023-05-24 08:54:00,983 - ice00001 - [INFO] - [E:412| 100]: Train Loss:0.0017487, Val MRR:0.40078, ice00001 +2023-05-24 08:55:39,121 - ice00001 - [INFO] - [E:412| 200]: Train Loss:0.0017479, Val MRR:0.40078, ice00001 +2023-05-24 08:57:17,439 - ice00001 - [INFO] - [E:412| 300]: Train Loss:0.001748, Val MRR:0.40078, ice00001 +2023-05-24 08:58:46,487 - ice00001 - [INFO] - [E:412| 400]: Train Loss:0.0017479, Val MRR:0.40078, ice00001 +2023-05-24 09:00:27,943 - ice00001 - [INFO] - [E:412| 500]: Train Loss:0.0017477, Val MRR:0.40078, ice00001 +2023-05-24 09:02:06,758 - ice00001 - [INFO] - [E:412| 600]: Train Loss:0.0017494, Val MRR:0.40078, ice00001 +2023-05-24 09:03:45,394 - ice00001 - [INFO] - [E:412| 700]: Train Loss:0.0017491, Val MRR:0.40078, ice00001 +2023-05-24 09:05:24,227 - ice00001 - [INFO] - [E:412| 800]: Train Loss:0.0017494, Val MRR:0.40078, ice00001 +2023-05-24 09:06:53,226 - ice00001 - [INFO] - [E:412| 900]: Train Loss:0.0017498, Val MRR:0.40078, ice00001 +2023-05-24 09:08:02,407 - ice00001 - [INFO] - [Epoch:412]: Training Loss:0.00175 + +2023-05-24 09:08:02,913 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 09:08:24,853 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 09:08:46,425 - ice00001 - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.4266, Head : 0.37369, Avg : 0.40015 + +2023-05-24 09:08:46,425 - ice00001 - [INFO] - [Epoch 412]: Training Loss: 0.0017502, Valid MRR: 0.40078, + + + +2023-05-24 09:08:47,473 - ice00001 - [INFO] - [E:413| 0]: Train Loss:0.0017783, Val MRR:0.40078, ice00001 +2023-05-24 09:10:26,552 - ice00001 - [INFO] - [E:413| 100]: Train Loss:0.001747, Val MRR:0.40078, ice00001 +2023-05-24 09:12:05,558 - ice00001 - [INFO] - [E:413| 200]: Train Loss:0.0017476, Val MRR:0.40078, ice00001 +2023-05-24 09:13:44,296 - ice00001 - [INFO] - [E:413| 300]: Train Loss:0.0017479, Val MRR:0.40078, ice00001 +2023-05-24 09:15:13,197 - ice00001 - [INFO] - [E:413| 400]: Train Loss:0.0017477, Val MRR:0.40078, ice00001 +2023-05-24 09:16:52,085 - ice00001 - [INFO] - [E:413| 500]: Train Loss:0.0017482, Val MRR:0.40078, ice00001 +2023-05-24 09:18:30,948 - ice00001 - [INFO] - [E:413| 600]: Train Loss:0.0017484, Val MRR:0.40078, ice00001 +2023-05-24 09:20:09,692 - ice00001 - [INFO] - [E:413| 700]: Train Loss:0.0017484, Val MRR:0.40078, ice00001 +2023-05-24 09:21:48,394 - ice00001 - [INFO] - [E:413| 800]: Train Loss:0.0017489, Val MRR:0.40078, ice00001 +2023-05-24 09:23:17,202 - ice00001 - [INFO] - [E:413| 900]: Train Loss:0.0017495, Val MRR:0.40078, ice00001 +2023-05-24 09:24:26,967 - ice00001 - [INFO] - [Epoch:413]: Training Loss:0.00175 + +2023-05-24 09:24:27,338 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 09:24:49,203 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 09:25:11,012 - ice00001 - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.4241, Head : 0.37608, Avg : 0.40009 + +2023-05-24 09:25:11,012 - ice00001 - [INFO] - [Epoch 413]: Training Loss: 0.0017501, Valid MRR: 0.40078, + + + +2023-05-24 09:25:12,107 - ice00001 - [INFO] - [E:414| 0]: Train Loss:0.0017702, Val MRR:0.40078, ice00001 +2023-05-24 09:26:50,540 - ice00001 - [INFO] - [E:414| 100]: Train Loss:0.0017414, Val MRR:0.40078, ice00001 +2023-05-24 09:28:29,020 - ice00001 - [INFO] - [E:414| 200]: Train Loss:0.0017464, Val MRR:0.40078, ice00001 +2023-05-24 09:30:01,022 - ice00001 - [INFO] - [E:414| 300]: Train Loss:0.0017482, Val MRR:0.40078, ice00001 +2023-05-24 09:31:36,428 - ice00001 - [INFO] - [E:414| 400]: Train Loss:0.0017481, Val MRR:0.40078, ice00001 +2023-05-24 09:33:14,881 - ice00001 - [INFO] - [E:414| 500]: Train Loss:0.0017486, Val MRR:0.40078, ice00001 +2023-05-24 09:34:53,173 - ice00001 - [INFO] - [E:414| 600]: Train Loss:0.0017497, Val MRR:0.40078, ice00001 +2023-05-24 09:36:31,831 - ice00001 - [INFO] - [E:414| 700]: Train Loss:0.0017498, Val MRR:0.40078, ice00001 +2023-05-24 09:38:00,615 - ice00001 - [INFO] - [E:414| 800]: Train Loss:0.0017497, Val MRR:0.40078, ice00001 +2023-05-24 09:39:38,799 - ice00001 - [INFO] - [E:414| 900]: Train Loss:0.0017497, Val MRR:0.40078, ice00001 +2023-05-24 09:40:47,986 - ice00001 - [INFO] - [Epoch:414]: Training Loss:0.00175 + +2023-05-24 09:40:48,494 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 09:41:10,519 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 09:41:32,246 - ice00001 - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.42428, Head : 0.37665, Avg : 0.40047 + +2023-05-24 09:41:32,246 - ice00001 - [INFO] - [Epoch 414]: Training Loss: 0.0017498, Valid MRR: 0.40078, + + + +2023-05-24 09:41:33,416 - ice00001 - [INFO] - [E:415| 0]: Train Loss:0.001767, Val MRR:0.40078, ice00001 +2023-05-24 09:43:15,007 - ice00001 - [INFO] - [E:415| 100]: Train Loss:0.0017473, Val MRR:0.40078, ice00001 +2023-05-24 09:44:53,866 - ice00001 - [INFO] - [E:415| 200]: Train Loss:0.0017469, Val MRR:0.40078, ice00001 +2023-05-24 09:46:22,616 - ice00001 - [INFO] - [E:415| 300]: Train Loss:0.0017463, Val MRR:0.40078, ice00001 +2023-05-24 09:48:01,419 - ice00001 - [INFO] - [E:415| 400]: Train Loss:0.0017477, Val MRR:0.40078, ice00001 +2023-05-24 09:49:40,646 - ice00001 - [INFO] - [E:415| 500]: Train Loss:0.0017475, Val MRR:0.40078, ice00001 +2023-05-24 09:51:19,561 - ice00001 - [INFO] - [E:415| 600]: Train Loss:0.0017481, Val MRR:0.40078, ice00001 +2023-05-24 09:52:58,721 - ice00001 - [INFO] - [E:415| 700]: Train Loss:0.001749, Val MRR:0.40078, ice00001 +2023-05-24 09:54:27,198 - ice00001 - [INFO] - [E:415| 800]: Train Loss:0.001749, Val MRR:0.40078, ice00001 +2023-05-24 09:56:06,009 - ice00001 - [INFO] - [E:415| 900]: Train Loss:0.0017489, Val MRR:0.40078, ice00001 +2023-05-24 09:57:15,845 - ice00001 - [INFO] - [Epoch:415]: Training Loss:0.001749 + +2023-05-24 09:57:16,353 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 09:57:38,327 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 09:58:00,022 - ice00001 - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.42547, Head : 0.377, Avg : 0.40124 + +2023-05-24 09:58:02,771 - ice00001 - [INFO] - [Epoch 415]: Training Loss: 0.0017492, Valid MRR: 0.40124, + + + +2023-05-24 09:58:03,764 - ice00001 - [INFO] - [E:416| 0]: Train Loss:0.0017402, Val MRR:0.40124, ice00001 +2023-05-24 09:59:42,672 - ice00001 - [INFO] - [E:416| 100]: Train Loss:0.0017459, Val MRR:0.40124, ice00001 +2023-05-24 10:01:18,577 - ice00001 - [INFO] - [E:416| 200]: Train Loss:0.0017458, Val MRR:0.40124, ice00001 +2023-05-24 10:02:49,758 - ice00001 - [INFO] - [E:416| 300]: Train Loss:0.0017451, Val MRR:0.40124, ice00001 +2023-05-24 10:04:28,214 - ice00001 - [INFO] - [E:416| 400]: Train Loss:0.0017459, Val MRR:0.40124, ice00001 +2023-05-24 10:06:07,278 - ice00001 - [INFO] - [E:416| 500]: Train Loss:0.0017458, Val MRR:0.40124, ice00001 +2023-05-24 10:07:46,441 - ice00001 - [INFO] - [E:416| 600]: Train Loss:0.0017467, Val MRR:0.40124, ice00001 +2023-05-24 10:09:17,828 - ice00001 - [INFO] - [E:416| 700]: Train Loss:0.0017477, Val MRR:0.40124, ice00001 +2023-05-24 10:10:52,672 - ice00001 - [INFO] - [E:416| 800]: Train Loss:0.0017477, Val MRR:0.40124, ice00001 +2023-05-24 10:12:30,622 - ice00001 - [INFO] - [E:416| 900]: Train Loss:0.0017482, Val MRR:0.40124, ice00001 +2023-05-24 10:13:39,929 - ice00001 - [INFO] - [Epoch:416]: Training Loss:0.001749 + +2023-05-24 10:13:40,309 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 10:14:02,287 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 10:14:23,959 - ice00001 - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.42478, Head : 0.37458, Avg : 0.39968 + +2023-05-24 10:14:23,959 - ice00001 - [INFO] - [Epoch 416]: Training Loss: 0.0017488, Valid MRR: 0.40124, + + + +2023-05-24 10:14:24,951 - ice00001 - [INFO] - [E:417| 0]: Train Loss:0.0017242, Val MRR:0.40124, ice00001 +2023-05-24 10:16:03,307 - ice00001 - [INFO] - [E:417| 100]: Train Loss:0.0017486, Val MRR:0.40124, ice00001 +2023-05-24 10:17:32,106 - ice00001 - [INFO] - [E:417| 200]: Train Loss:0.001748, Val MRR:0.40124, ice00001 +2023-05-24 10:19:10,533 - ice00001 - [INFO] - [E:417| 300]: Train Loss:0.0017465, Val MRR:0.40124, ice00001 +2023-05-24 10:20:48,455 - ice00001 - [INFO] - [E:417| 400]: Train Loss:0.0017471, Val MRR:0.40124, ice00001 +2023-05-24 10:22:26,999 - ice00001 - [INFO] - [E:417| 500]: Train Loss:0.0017469, Val MRR:0.40124, ice00001 +2023-05-24 10:24:04,760 - ice00001 - [INFO] - [E:417| 600]: Train Loss:0.0017468, Val MRR:0.40124, ice00001 +2023-05-24 10:25:33,807 - ice00001 - [INFO] - [E:417| 700]: Train Loss:0.0017476, Val MRR:0.40124, ice00001 +2023-05-24 10:27:14,461 - ice00001 - [INFO] - [E:417| 800]: Train Loss:0.0017481, Val MRR:0.40124, ice00001 +2023-05-24 10:28:52,807 - ice00001 - [INFO] - [E:417| 900]: Train Loss:0.0017482, Val MRR:0.40124, ice00001 +2023-05-24 10:30:02,274 - ice00001 - [INFO] - [Epoch:417]: Training Loss:0.001749 + +2023-05-24 10:30:02,608 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 10:30:24,630 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 10:30:46,286 - ice00001 - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.42511, Head : 0.37617, Avg : 0.40064 + +2023-05-24 10:30:46,286 - ice00001 - [INFO] - [Epoch 417]: Training Loss: 0.0017486, Valid MRR: 0.40124, + + + +2023-05-24 10:30:47,278 - ice00001 - [INFO] - [E:418| 0]: Train Loss:0.001741, Val MRR:0.40124, ice00001 +2023-05-24 10:32:25,769 - ice00001 - [INFO] - [E:418| 100]: Train Loss:0.0017404, Val MRR:0.40124, ice00001 +2023-05-24 10:33:54,780 - ice00001 - [INFO] - [E:418| 200]: Train Loss:0.0017441, Val MRR:0.40124, ice00001 +2023-05-24 10:35:33,394 - ice00001 - [INFO] - [E:418| 300]: Train Loss:0.0017447, Val MRR:0.40124, ice00001 +2023-05-24 10:37:12,009 - ice00001 - [INFO] - [E:418| 400]: Train Loss:0.0017445, Val MRR:0.40124, ice00001 +2023-05-24 10:38:50,418 - ice00001 - [INFO] - [E:418| 500]: Train Loss:0.001746, Val MRR:0.40124, ice00001 +2023-05-24 10:40:29,291 - ice00001 - [INFO] - [E:418| 600]: Train Loss:0.0017452, Val MRR:0.40124, ice00001 +2023-05-24 10:41:57,638 - ice00001 - [INFO] - [E:418| 700]: Train Loss:0.0017463, Val MRR:0.40124, ice00001 +2023-05-24 10:43:36,567 - ice00001 - [INFO] - [E:418| 800]: Train Loss:0.0017471, Val MRR:0.40124, ice00001 +2023-05-24 10:45:14,902 - ice00001 - [INFO] - [E:418| 900]: Train Loss:0.0017475, Val MRR:0.40124, ice00001 +2023-05-24 10:46:24,252 - ice00001 - [INFO] - [Epoch:418]: Training Loss:0.001748 + +2023-05-24 10:46:24,725 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 10:46:46,620 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 10:47:08,193 - ice00001 - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.42572, Head : 0.37504, Avg : 0.40038 + +2023-05-24 10:47:08,193 - ice00001 - [INFO] - [Epoch 418]: Training Loss: 0.0017478, Valid MRR: 0.40124, + + + +2023-05-24 10:47:09,235 - ice00001 - [INFO] - [E:419| 0]: Train Loss:0.0017098, Val MRR:0.40124, ice00001 +2023-05-24 10:48:40,638 - ice00001 - [INFO] - [E:419| 100]: Train Loss:0.0017453, Val MRR:0.40124, ice00001 +2023-05-24 10:50:16,241 - ice00001 - [INFO] - [E:419| 200]: Train Loss:0.0017439, Val MRR:0.40124, ice00001 +2023-05-24 10:51:54,530 - ice00001 - [INFO] - [E:419| 300]: Train Loss:0.0017449, Val MRR:0.40124, ice00001 +2023-05-24 10:53:32,992 - ice00001 - [INFO] - [E:419| 400]: Train Loss:0.0017456, Val MRR:0.40124, ice00001 +2023-05-24 10:55:11,595 - ice00001 - [INFO] - [E:419| 500]: Train Loss:0.0017466, Val MRR:0.40124, ice00001 +2023-05-24 10:56:40,637 - ice00001 - [INFO] - [E:419| 600]: Train Loss:0.0017471, Val MRR:0.40124, ice00001 +2023-05-24 10:58:19,096 - ice00001 - [INFO] - [E:419| 700]: Train Loss:0.0017471, Val MRR:0.40124, ice00001 +2023-05-24 10:59:57,955 - ice00001 - [INFO] - [E:419| 800]: Train Loss:0.0017467, Val MRR:0.40124, ice00001 +2023-05-24 11:01:36,570 - ice00001 - [INFO] - [E:419| 900]: Train Loss:0.0017474, Val MRR:0.40124, ice00001 +2023-05-24 11:02:46,005 - ice00001 - [INFO] - [Epoch:419]: Training Loss:0.001748 + +2023-05-24 11:02:46,517 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 11:03:08,438 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 11:03:29,993 - ice00001 - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.42507, Head : 0.37438, Avg : 0.39973 + MR: Tail : 350.83, Head : 362.14, Avg : 356.49 + Hit-1: Tail : 0.31679, Head : 0.26739, Avg : 0.29209 + Hit-3: Tail : 0.47821, Head : 0.4225, Avg : 0.45036 + Hit-10: Tail : 0.6343, Head : 0.58769, Avg : 0.611 +2023-05-24 11:03:29,994 - ice00001 - [INFO] - [Epoch 419]: Training Loss: 0.0017475, Valid MRR: 0.40124, + + + +2023-05-24 11:03:31,037 - ice00001 - [INFO] - [E:420| 0]: Train Loss:0.001773, Val MRR:0.40124, ice00001 +2023-05-24 11:04:59,974 - ice00001 - [INFO] - [E:420| 100]: Train Loss:0.0017443, Val MRR:0.40124, ice00001 +2023-05-24 11:06:38,842 - ice00001 - [INFO] - [E:420| 200]: Train Loss:0.001745, Val MRR:0.40124, ice00001 +2023-05-24 11:08:17,308 - ice00001 - [INFO] - [E:420| 300]: Train Loss:0.0017437, Val MRR:0.40124, ice00001 +2023-05-24 11:09:59,689 - ice00001 - [INFO] - [E:420| 400]: Train Loss:0.0017443, Val MRR:0.40124, ice00001 +2023-05-24 11:11:37,599 - ice00001 - [INFO] - [E:420| 500]: Train Loss:0.0017451, Val MRR:0.40124, ice00001 +2023-05-24 11:13:06,041 - ice00001 - [INFO] - [E:420| 600]: Train Loss:0.0017457, Val MRR:0.40124, ice00001 +2023-05-24 11:14:44,554 - ice00001 - [INFO] - [E:420| 700]: Train Loss:0.0017461, Val MRR:0.40124, ice00001 +2023-05-24 11:16:22,763 - ice00001 - [INFO] - [E:420| 800]: Train Loss:0.0017464, Val MRR:0.40124, ice00001 +2023-05-24 11:18:00,982 - ice00001 - [INFO] - [E:420| 900]: Train Loss:0.0017466, Val MRR:0.40124, ice00001 +2023-05-24 11:19:10,148 - ice00001 - [INFO] - [Epoch:420]: Training Loss:0.001747 + +2023-05-24 11:19:10,528 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 11:19:32,392 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 11:19:54,025 - ice00001 - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.42567, Head : 0.37594, Avg : 0.4008 + +2023-05-24 11:19:54,025 - ice00001 - [INFO] - [Epoch 420]: Training Loss: 0.0017472, Valid MRR: 0.40124, + + + +2023-05-24 11:19:55,072 - ice00001 - [INFO] - [E:421| 0]: Train Loss:0.0017568, Val MRR:0.40124, ice00001 +2023-05-24 11:21:23,178 - ice00001 - [INFO] - [E:421| 100]: Train Loss:0.001743, Val MRR:0.40124, ice00001 +2023-05-24 11:23:01,559 - ice00001 - [INFO] - [E:421| 200]: Train Loss:0.0017426, Val MRR:0.40124, ice00001 +2023-05-24 11:24:39,412 - ice00001 - [INFO] - [E:421| 300]: Train Loss:0.0017437, Val MRR:0.40124, ice00001 +2023-05-24 11:26:17,290 - ice00001 - [INFO] - [E:421| 400]: Train Loss:0.0017446, Val MRR:0.40124, ice00001 +2023-05-24 11:27:55,452 - ice00001 - [INFO] - [E:421| 500]: Train Loss:0.0017447, Val MRR:0.40124, ice00001 +2023-05-24 11:29:24,531 - ice00001 - [INFO] - [E:421| 600]: Train Loss:0.0017454, Val MRR:0.40124, ice00001 +2023-05-24 11:31:03,441 - ice00001 - [INFO] - [E:421| 700]: Train Loss:0.0017462, Val MRR:0.40124, ice00001 +2023-05-24 11:32:41,649 - ice00001 - [INFO] - [E:421| 800]: Train Loss:0.0017465, Val MRR:0.40124, ice00001 +2023-05-24 11:34:19,296 - ice00001 - [INFO] - [E:421| 900]: Train Loss:0.0017468, Val MRR:0.40124, ice00001 +2023-05-24 11:35:28,814 - ice00001 - [INFO] - [Epoch:421]: Training Loss:0.001747 + +2023-05-24 11:35:29,072 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 11:35:49,087 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 11:36:02,492 - ice00001 - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.42374, Head : 0.37576, Avg : 0.39975 + +2023-05-24 11:36:02,492 - ice00001 - [INFO] - [Epoch 421]: Training Loss: 0.0017469, Valid MRR: 0.40124, + + + +2023-05-24 11:36:03,142 - ice00001 - [INFO] - [E:422| 0]: Train Loss:0.0017504, Val MRR:0.40124, ice00001 +2023-05-24 11:37:40,964 - ice00001 - [INFO] - [E:422| 100]: Train Loss:0.0017475, Val MRR:0.40124, ice00001 +2023-05-24 11:39:19,082 - ice00001 - [INFO] - [E:422| 200]: Train Loss:0.0017459, Val MRR:0.40124, ice00001 +2023-05-24 11:40:57,606 - ice00001 - [INFO] - [E:422| 300]: Train Loss:0.001745, Val MRR:0.40124, ice00001 +2023-05-24 11:42:35,603 - ice00001 - [INFO] - [E:422| 400]: Train Loss:0.0017447, Val MRR:0.40124, ice00001 +2023-05-24 11:44:03,637 - ice00001 - [INFO] - [E:422| 500]: Train Loss:0.0017457, Val MRR:0.40124, ice00001 +2023-05-24 11:45:42,162 - ice00001 - [INFO] - [E:422| 600]: Train Loss:0.001745, Val MRR:0.40124, ice00001 +2023-05-24 11:47:19,846 - ice00001 - [INFO] - [E:422| 700]: Train Loss:0.0017452, Val MRR:0.40124, ice00001 +2023-05-24 11:48:58,710 - ice00001 - [INFO] - [E:422| 800]: Train Loss:0.0017457, Val MRR:0.40124, ice00001 +2023-05-24 11:50:36,455 - ice00001 - [INFO] - [E:422| 900]: Train Loss:0.0017463, Val MRR:0.40124, ice00001 +2023-05-24 11:51:42,242 - ice00001 - [INFO] - [Epoch:422]: Training Loss:0.001746 + +2023-05-24 11:51:42,454 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 11:51:58,225 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 11:52:19,893 - ice00001 - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.42393, Head : 0.37647, Avg : 0.4002 + +2023-05-24 11:52:19,893 - ice00001 - [INFO] - [Epoch 422]: Training Loss: 0.0017465, Valid MRR: 0.40124, + + + +2023-05-24 11:52:20,890 - ice00001 - [INFO] - [E:423| 0]: Train Loss:0.001788, Val MRR:0.40124, ice00001 +2023-05-24 11:54:01,740 - ice00001 - [INFO] - [E:423| 100]: Train Loss:0.0017428, Val MRR:0.40124, ice00001 +2023-05-24 11:55:40,415 - ice00001 - [INFO] - [E:423| 200]: Train Loss:0.0017403, Val MRR:0.40124, ice00001 +2023-05-24 11:57:19,466 - ice00001 - [INFO] - [E:423| 300]: Train Loss:0.0017407, Val MRR:0.40124, ice00001 +2023-05-24 11:58:57,193 - ice00001 - [INFO] - [E:423| 400]: Train Loss:0.0017412, Val MRR:0.40124, ice00001 +2023-05-24 12:00:26,339 - ice00001 - [INFO] - [E:423| 500]: Train Loss:0.0017416, Val MRR:0.40124, ice00001 +2023-05-24 12:02:05,109 - ice00001 - [INFO] - [E:423| 600]: Train Loss:0.001743, Val MRR:0.40124, ice00001 +2023-05-24 12:03:43,856 - ice00001 - [INFO] - [E:423| 700]: Train Loss:0.0017435, Val MRR:0.40124, ice00001 +2023-05-24 12:05:21,901 - ice00001 - [INFO] - [E:423| 800]: Train Loss:0.0017441, Val MRR:0.40124, ice00001 +2023-05-24 12:07:00,174 - ice00001 - [INFO] - [E:423| 900]: Train Loss:0.0017451, Val MRR:0.40124, ice00001 +2023-05-24 12:07:59,743 - ice00001 - [INFO] - [Epoch:423]: Training Loss:0.001746 + +2023-05-24 12:08:00,058 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 12:08:21,968 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 12:08:43,604 - ice00001 - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.42451, Head : 0.37471, Avg : 0.39961 + +2023-05-24 12:08:43,604 - ice00001 - [INFO] - [Epoch 423]: Training Loss: 0.0017456, Valid MRR: 0.40124, + + + +2023-05-24 12:08:44,662 - ice00001 - [INFO] - [E:424| 0]: Train Loss:0.0017643, Val MRR:0.40124, ice00001 +2023-05-24 12:10:22,629 - ice00001 - [INFO] - [E:424| 100]: Train Loss:0.0017431, Val MRR:0.40124, ice00001 +2023-05-24 12:12:01,053 - ice00001 - [INFO] - [E:424| 200]: Train Loss:0.0017424, Val MRR:0.40124, ice00001 +2023-05-24 12:13:39,079 - ice00001 - [INFO] - [E:424| 300]: Train Loss:0.0017416, Val MRR:0.40124, ice00001 +2023-05-24 12:15:17,411 - ice00001 - [INFO] - [E:424| 400]: Train Loss:0.0017427, Val MRR:0.40124, ice00001 +2023-05-24 12:16:45,720 - ice00001 - [INFO] - [E:424| 500]: Train Loss:0.0017434, Val MRR:0.40124, ice00001 +2023-05-24 12:18:24,524 - ice00001 - [INFO] - [E:424| 600]: Train Loss:0.001744, Val MRR:0.40124, ice00001 +2023-05-24 12:20:03,171 - ice00001 - [INFO] - [E:424| 700]: Train Loss:0.0017444, Val MRR:0.40124, ice00001 +2023-05-24 12:21:41,878 - ice00001 - [INFO] - [E:424| 800]: Train Loss:0.0017449, Val MRR:0.40124, ice00001 +2023-05-24 12:23:15,417 - ice00001 - [INFO] - [E:424| 900]: Train Loss:0.0017456, Val MRR:0.40124, ice00001 +2023-05-24 12:24:20,319 - ice00001 - [INFO] - [Epoch:424]: Training Loss:0.001746 + +2023-05-24 12:24:20,685 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 12:24:42,547 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 12:25:04,171 - ice00001 - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.42499, Head : 0.37398, Avg : 0.39948 + +2023-05-24 12:25:04,172 - ice00001 - [INFO] - [Epoch 424]: Training Loss: 0.0017459, Valid MRR: 0.40124, + + + +2023-05-24 12:25:05,212 - ice00001 - [INFO] - [E:425| 0]: Train Loss:0.0017481, Val MRR:0.40124, ice00001 +2023-05-24 12:26:43,594 - ice00001 - [INFO] - [E:425| 100]: Train Loss:0.0017419, Val MRR:0.40124, ice00001 +2023-05-24 12:28:22,178 - ice00001 - [INFO] - [E:425| 200]: Train Loss:0.0017438, Val MRR:0.40124, ice00001 +2023-05-24 12:29:59,871 - ice00001 - [INFO] - [E:425| 300]: Train Loss:0.0017435, Val MRR:0.40124, ice00001 +2023-05-24 12:31:28,182 - ice00001 - [INFO] - [E:425| 400]: Train Loss:0.0017441, Val MRR:0.40124, ice00001 +2023-05-24 12:33:06,896 - ice00001 - [INFO] - [E:425| 500]: Train Loss:0.001745, Val MRR:0.40124, ice00001 +2023-05-24 12:34:45,904 - ice00001 - [INFO] - [E:425| 600]: Train Loss:0.0017447, Val MRR:0.40124, ice00001 +2023-05-24 12:36:24,813 - ice00001 - [INFO] - [E:425| 700]: Train Loss:0.0017453, Val MRR:0.40124, ice00001 +2023-05-24 12:38:06,063 - ice00001 - [INFO] - [E:425| 800]: Train Loss:0.001745, Val MRR:0.40124, ice00001 +2023-05-24 12:39:34,498 - ice00001 - [INFO] - [E:425| 900]: Train Loss:0.0017455, Val MRR:0.40124, ice00001 +2023-05-24 12:40:43,233 - ice00001 - [INFO] - [Epoch:425]: Training Loss:0.001746 + +2023-05-24 12:40:43,569 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 12:41:05,850 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 12:41:27,512 - ice00001 - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.42572, Head : 0.37692, Avg : 0.40132 + +2023-05-24 12:41:30,689 - ice00001 - [INFO] - [Epoch 425]: Training Loss: 0.0017459, Valid MRR: 0.40132, + + + +2023-05-24 12:41:31,851 - ice00001 - [INFO] - [E:426| 0]: Train Loss:0.0017536, Val MRR:0.40132, ice00001 +2023-05-24 12:43:10,148 - ice00001 - [INFO] - [E:426| 100]: Train Loss:0.0017431, Val MRR:0.40132, ice00001 +2023-05-24 12:44:48,590 - ice00001 - [INFO] - [E:426| 200]: Train Loss:0.0017429, Val MRR:0.40132, ice00001 +2023-05-24 12:46:27,395 - ice00001 - [INFO] - [E:426| 300]: Train Loss:0.001744, Val MRR:0.40132, ice00001 +2023-05-24 12:47:56,116 - ice00001 - [INFO] - [E:426| 400]: Train Loss:0.0017445, Val MRR:0.40132, ice00001 +2023-05-24 12:49:34,782 - ice00001 - [INFO] - [E:426| 500]: Train Loss:0.0017442, Val MRR:0.40132, ice00001 +2023-05-24 12:51:13,120 - ice00001 - [INFO] - [E:426| 600]: Train Loss:0.0017448, Val MRR:0.40132, ice00001 +2023-05-24 12:52:51,225 - ice00001 - [INFO] - [E:426| 700]: Train Loss:0.0017448, Val MRR:0.40132, ice00001 +2023-05-24 12:54:29,636 - ice00001 - [INFO] - [E:426| 800]: Train Loss:0.0017451, Val MRR:0.40132, ice00001 +2023-05-24 12:55:58,260 - ice00001 - [INFO] - [E:426| 900]: Train Loss:0.0017456, Val MRR:0.40132, ice00001 +2023-05-24 12:57:07,440 - ice00001 - [INFO] - [Epoch:426]: Training Loss:0.001746 + +2023-05-24 12:57:07,826 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 12:57:29,740 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 12:57:51,436 - ice00001 - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.42555, Head : 0.37456, Avg : 0.40006 + +2023-05-24 12:57:51,436 - ice00001 - [INFO] - [Epoch 426]: Training Loss: 0.0017456, Valid MRR: 0.40132, + + + +2023-05-24 12:57:52,420 - ice00001 - [INFO] - [E:427| 0]: Train Loss:0.0018046, Val MRR:0.40132, ice00001 +2023-05-24 12:59:30,908 - ice00001 - [INFO] - [E:427| 100]: Train Loss:0.0017445, Val MRR:0.40132, ice00001 +2023-05-24 13:01:09,967 - ice00001 - [INFO] - [E:427| 200]: Train Loss:0.0017446, Val MRR:0.40132, ice00001 +2023-05-24 13:02:38,390 - ice00001 - [INFO] - [E:427| 300]: Train Loss:0.0017432, Val MRR:0.40132, ice00001 +2023-05-24 13:04:17,067 - ice00001 - [INFO] - [E:427| 400]: Train Loss:0.0017432, Val MRR:0.40132, ice00001 +2023-05-24 13:05:55,091 - ice00001 - [INFO] - [E:427| 500]: Train Loss:0.0017439, Val MRR:0.40132, ice00001 +2023-05-24 13:07:33,650 - ice00001 - [INFO] - [E:427| 600]: Train Loss:0.0017445, Val MRR:0.40132, ice00001 +2023-05-24 13:09:11,803 - ice00001 - [INFO] - [E:427| 700]: Train Loss:0.0017447, Val MRR:0.40132, ice00001 +2023-05-24 13:10:39,797 - ice00001 - [INFO] - [E:427| 800]: Train Loss:0.0017447, Val MRR:0.40132, ice00001 +2023-05-24 13:12:18,633 - ice00001 - [INFO] - [E:427| 900]: Train Loss:0.0017453, Val MRR:0.40132, ice00001 +2023-05-24 13:13:27,721 - ice00001 - [INFO] - [Epoch:427]: Training Loss:0.001745 + +2023-05-24 13:13:28,228 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 13:13:50,180 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 13:14:11,810 - ice00001 - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.426, Head : 0.37548, Avg : 0.40074 + +2023-05-24 13:14:11,810 - ice00001 - [INFO] - [Epoch 427]: Training Loss: 0.0017452, Valid MRR: 0.40132, + + + +2023-05-24 13:14:12,855 - ice00001 - [INFO] - [E:428| 0]: Train Loss:0.0017353, Val MRR:0.40132, ice00001 +2023-05-24 13:15:50,774 - ice00001 - [INFO] - [E:428| 100]: Train Loss:0.0017368, Val MRR:0.40132, ice00001 +2023-05-24 13:17:29,461 - ice00001 - [INFO] - [E:428| 200]: Train Loss:0.0017405, Val MRR:0.40132, ice00001 +2023-05-24 13:18:57,846 - ice00001 - [INFO] - [E:428| 300]: Train Loss:0.00174, Val MRR:0.40132, ice00001 +2023-05-24 13:20:39,558 - ice00001 - [INFO] - [E:428| 400]: Train Loss:0.0017411, Val MRR:0.40132, ice00001 +2023-05-24 13:22:17,602 - ice00001 - [INFO] - [E:428| 500]: Train Loss:0.0017418, Val MRR:0.40132, ice00001 +2023-05-24 13:23:55,614 - ice00001 - [INFO] - [E:428| 600]: Train Loss:0.0017427, Val MRR:0.40132, ice00001 +2023-05-24 13:25:33,499 - ice00001 - [INFO] - [E:428| 700]: Train Loss:0.0017436, Val MRR:0.40132, ice00001 +2023-05-24 13:27:02,328 - ice00001 - [INFO] - [E:428| 800]: Train Loss:0.0017446, Val MRR:0.40132, ice00001 +2023-05-24 13:28:40,392 - ice00001 - [INFO] - [E:428| 900]: Train Loss:0.0017444, Val MRR:0.40132, ice00001 +2023-05-24 13:29:49,458 - ice00001 - [INFO] - [Epoch:428]: Training Loss:0.001745 + +2023-05-24 13:29:49,826 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 13:30:11,695 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 13:30:33,344 - ice00001 - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.425, Head : 0.37647, Avg : 0.40073 + +2023-05-24 13:30:33,344 - ice00001 - [INFO] - [Epoch 428]: Training Loss: 0.0017448, Valid MRR: 0.40132, + + + +2023-05-24 13:30:34,382 - ice00001 - [INFO] - [E:429| 0]: Train Loss:0.0017177, Val MRR:0.40132, ice00001 +2023-05-24 13:32:12,329 - ice00001 - [INFO] - [E:429| 100]: Train Loss:0.0017401, Val MRR:0.40132, ice00001 +2023-05-24 13:33:49,822 - ice00001 - [INFO] - [E:429| 200]: Train Loss:0.00174, Val MRR:0.40132, ice00001 +2023-05-24 13:35:18,586 - ice00001 - [INFO] - [E:429| 300]: Train Loss:0.00174, Val MRR:0.40132, ice00001 +2023-05-24 13:36:56,580 - ice00001 - [INFO] - [E:429| 400]: Train Loss:0.0017409, Val MRR:0.40132, ice00001 +2023-05-24 13:38:34,164 - ice00001 - [INFO] - [E:429| 500]: Train Loss:0.0017411, Val MRR:0.40132, ice00001 +2023-05-24 13:40:12,997 - ice00001 - [INFO] - [E:429| 600]: Train Loss:0.0017421, Val MRR:0.40132, ice00001 +2023-05-24 13:41:51,800 - ice00001 - [INFO] - [E:429| 700]: Train Loss:0.0017427, Val MRR:0.40132, ice00001 +2023-05-24 13:43:20,512 - ice00001 - [INFO] - [E:429| 800]: Train Loss:0.0017432, Val MRR:0.40132, ice00001 +2023-05-24 13:44:58,569 - ice00001 - [INFO] - [E:429| 900]: Train Loss:0.0017441, Val MRR:0.40132, ice00001 +2023-05-24 13:46:07,364 - ice00001 - [INFO] - [Epoch:429]: Training Loss:0.001744 + +2023-05-24 13:46:07,710 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 13:46:29,765 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 13:46:51,401 - ice00001 - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.42479, Head : 0.37583, Avg : 0.40031 + MR: Tail : 361.3, Head : 369.72, Avg : 365.51 + Hit-1: Tail : 0.31642, Head : 0.26848, Avg : 0.29245 + Hit-3: Tail : 0.47639, Head : 0.42347, Avg : 0.44993 + Hit-10: Tail : 0.63442, Head : 0.59073, Avg : 0.61257 +2023-05-24 13:46:51,401 - ice00001 - [INFO] - [Epoch 429]: Training Loss: 0.0017443, Valid MRR: 0.40132, + + + +2023-05-24 13:46:52,420 - ice00001 - [INFO] - [E:430| 0]: Train Loss:0.0017287, Val MRR:0.40132, ice00001 +2023-05-24 13:48:30,365 - ice00001 - [INFO] - [E:430| 100]: Train Loss:0.0017391, Val MRR:0.40132, ice00001 +2023-05-24 13:50:00,900 - ice00001 - [INFO] - [E:430| 200]: Train Loss:0.001741, Val MRR:0.40132, ice00001 +2023-05-24 13:51:38,168 - ice00001 - [INFO] - [E:430| 300]: Train Loss:0.0017398, Val MRR:0.40132, ice00001 +2023-05-24 13:53:17,144 - ice00001 - [INFO] - [E:430| 400]: Train Loss:0.0017413, Val MRR:0.40132, ice00001 +2023-05-24 13:54:56,071 - ice00001 - [INFO] - [E:430| 500]: Train Loss:0.001742, Val MRR:0.40132, ice00001 +2023-05-24 13:56:34,733 - ice00001 - [INFO] - [E:430| 600]: Train Loss:0.0017423, Val MRR:0.40132, ice00001 +2023-05-24 13:58:03,429 - ice00001 - [INFO] - [E:430| 700]: Train Loss:0.0017423, Val MRR:0.40132, ice00001 +2023-05-24 13:59:42,337 - ice00001 - [INFO] - [E:430| 800]: Train Loss:0.0017429, Val MRR:0.40132, ice00001 +2023-05-24 14:01:21,126 - ice00001 - [INFO] - [E:430| 900]: Train Loss:0.0017434, Val MRR:0.40132, ice00001 +2023-05-24 14:02:30,631 - ice00001 - [INFO] - [Epoch:430]: Training Loss:0.001744 + +2023-05-24 14:02:31,019 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 14:02:52,913 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 14:03:14,582 - ice00001 - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.42384, Head : 0.37523, Avg : 0.39953 + +2023-05-24 14:03:14,583 - ice00001 - [INFO] - [Epoch 430]: Training Loss: 0.0017437, Valid MRR: 0.40132, + + + +2023-05-24 14:03:15,601 - ice00001 - [INFO] - [E:431| 0]: Train Loss:0.0017744, Val MRR:0.40132, ice00001 +2023-05-24 14:04:57,626 - ice00001 - [INFO] - [E:431| 100]: Train Loss:0.0017436, Val MRR:0.40132, ice00001 +2023-05-24 14:06:26,693 - ice00001 - [INFO] - [E:431| 200]: Train Loss:0.0017447, Val MRR:0.40132, ice00001 +2023-05-24 14:08:05,721 - ice00001 - [INFO] - [E:431| 300]: Train Loss:0.0017441, Val MRR:0.40132, ice00001 +2023-05-24 14:09:45,825 - ice00001 - [INFO] - [E:431| 400]: Train Loss:0.0017427, Val MRR:0.40132, ice00001 +2023-05-24 14:11:25,683 - ice00001 - [INFO] - [E:431| 500]: Train Loss:0.0017419, Val MRR:0.40132, ice00001 +2023-05-24 14:13:06,377 - ice00001 - [INFO] - [E:431| 600]: Train Loss:0.0017425, Val MRR:0.40132, ice00001 +2023-05-24 14:14:35,982 - ice00001 - [INFO] - [E:431| 700]: Train Loss:0.001743, Val MRR:0.40132, ice00001 +2023-05-24 14:16:15,102 - ice00001 - [INFO] - [E:431| 800]: Train Loss:0.0017431, Val MRR:0.40132, ice00001 +2023-05-24 14:17:54,792 - ice00001 - [INFO] - [E:431| 900]: Train Loss:0.0017434, Val MRR:0.40132, ice00001 +2023-05-24 14:19:04,710 - ice00001 - [INFO] - [Epoch:431]: Training Loss:0.001743 + +2023-05-24 14:19:04,966 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 14:19:27,850 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 14:19:49,893 - ice00001 - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.42528, Head : 0.3768, Avg : 0.40104 + +2023-05-24 14:19:49,893 - ice00001 - [INFO] - [Epoch 431]: Training Loss: 0.0017434, Valid MRR: 0.40132, + + + +2023-05-24 14:19:51,059 - ice00001 - [INFO] - [E:432| 0]: Train Loss:0.0017389, Val MRR:0.40132, ice00001 +2023-05-24 14:21:30,684 - ice00001 - [INFO] - [E:432| 100]: Train Loss:0.0017391, Val MRR:0.40132, ice00001 +2023-05-24 14:23:00,151 - ice00001 - [INFO] - [E:432| 200]: Train Loss:0.0017382, Val MRR:0.40132, ice00001 +2023-05-24 14:24:39,453 - ice00001 - [INFO] - [E:432| 300]: Train Loss:0.0017394, Val MRR:0.40132, ice00001 +2023-05-24 14:26:18,565 - ice00001 - [INFO] - [E:432| 400]: Train Loss:0.0017404, Val MRR:0.40132, ice00001 +2023-05-24 14:27:57,963 - ice00001 - [INFO] - [E:432| 500]: Train Loss:0.0017408, Val MRR:0.40132, ice00001 +2023-05-24 14:29:36,984 - ice00001 - [INFO] - [E:432| 600]: Train Loss:0.0017414, Val MRR:0.40132, ice00001 +2023-05-24 14:31:06,507 - ice00001 - [INFO] - [E:432| 700]: Train Loss:0.0017417, Val MRR:0.40132, ice00001 +2023-05-24 14:32:46,270 - ice00001 - [INFO] - [E:432| 800]: Train Loss:0.0017416, Val MRR:0.40132, ice00001 +2023-05-24 14:34:25,267 - ice00001 - [INFO] - [E:432| 900]: Train Loss:0.0017425, Val MRR:0.40132, ice00001 +2023-05-24 14:35:35,041 - ice00001 - [INFO] - [Epoch:432]: Training Loss:0.001743 + +2023-05-24 14:35:35,552 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 14:35:57,810 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 14:36:20,289 - ice00001 - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.42383, Head : 0.37374, Avg : 0.39878 + +2023-05-24 14:36:20,289 - ice00001 - [INFO] - [Epoch 432]: Training Loss: 0.0017428, Valid MRR: 0.40132, + + + +2023-05-24 14:36:21,350 - ice00001 - [INFO] - [E:433| 0]: Train Loss:0.0017448, Val MRR:0.40132, ice00001 +2023-05-24 14:38:00,333 - ice00001 - [INFO] - [E:433| 100]: Train Loss:0.0017393, Val MRR:0.40132, ice00001 +2023-05-24 14:39:29,886 - ice00001 - [INFO] - [E:433| 200]: Train Loss:0.0017387, Val MRR:0.40132, ice00001 +2023-05-24 14:41:09,148 - ice00001 - [INFO] - [E:433| 300]: Train Loss:0.0017395, Val MRR:0.40132, ice00001 +2023-05-24 14:42:47,814 - ice00001 - [INFO] - [E:433| 400]: Train Loss:0.0017391, Val MRR:0.40132, ice00001 +2023-05-24 14:44:26,999 - ice00001 - [INFO] - [E:433| 500]: Train Loss:0.0017404, Val MRR:0.40132, ice00001 +2023-05-24 14:46:06,227 - ice00001 - [INFO] - [E:433| 600]: Train Loss:0.0017409, Val MRR:0.40132, ice00001 +2023-05-24 14:47:36,032 - ice00001 - [INFO] - [E:433| 700]: Train Loss:0.0017409, Val MRR:0.40132, ice00001 +2023-05-24 14:49:15,750 - ice00001 - [INFO] - [E:433| 800]: Train Loss:0.001742, Val MRR:0.40132, ice00001 +2023-05-24 14:50:58,928 - ice00001 - [INFO] - [E:433| 900]: Train Loss:0.0017425, Val MRR:0.40132, ice00001 +2023-05-24 14:52:08,926 - ice00001 - [INFO] - [Epoch:433]: Training Loss:0.001743 + +2023-05-24 14:52:09,433 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 14:52:32,390 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 14:52:55,100 - ice00001 - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.42555, Head : 0.37708, Avg : 0.40132 + +2023-05-24 14:52:55,101 - ice00001 - [INFO] - [Epoch 433]: Training Loss: 0.0017428, Valid MRR: 0.40132, + + + +2023-05-24 14:52:56,269 - ice00001 - [INFO] - [E:434| 0]: Train Loss:0.0017299, Val MRR:0.40132, ice00001 +2023-05-24 14:54:35,551 - ice00001 - [INFO] - [E:434| 100]: Train Loss:0.0017398, Val MRR:0.40132, ice00001 +2023-05-24 14:56:05,211 - ice00001 - [INFO] - [E:434| 200]: Train Loss:0.0017397, Val MRR:0.40132, ice00001 +2023-05-24 14:57:44,047 - ice00001 - [INFO] - [E:434| 300]: Train Loss:0.00174, Val MRR:0.40132, ice00001 +2023-05-24 14:59:22,776 - ice00001 - [INFO] - [E:434| 400]: Train Loss:0.0017404, Val MRR:0.40132, ice00001 +2023-05-24 15:01:02,243 - ice00001 - [INFO] - [E:434| 500]: Train Loss:0.0017405, Val MRR:0.40132, ice00001 +2023-05-24 15:02:42,811 - ice00001 - [INFO] - [E:434| 600]: Train Loss:0.0017409, Val MRR:0.40132, ice00001 +2023-05-24 15:04:12,523 - ice00001 - [INFO] - [E:434| 700]: Train Loss:0.0017414, Val MRR:0.40132, ice00001 +2023-05-24 15:05:51,335 - ice00001 - [INFO] - [E:434| 800]: Train Loss:0.001742, Val MRR:0.40132, ice00001 +2023-05-24 15:07:31,055 - ice00001 - [INFO] - [E:434| 900]: Train Loss:0.0017424, Val MRR:0.40132, ice00001 +2023-05-24 15:08:40,433 - ice00001 - [INFO] - [Epoch:434]: Training Loss:0.001743 + +2023-05-24 15:08:40,815 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 15:09:03,319 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 15:09:25,531 - ice00001 - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.4247, Head : 0.37521, Avg : 0.39995 + +2023-05-24 15:09:25,531 - ice00001 - [INFO] - [Epoch 434]: Training Loss: 0.0017427, Valid MRR: 0.40132, + + + +2023-05-24 15:09:26,726 - ice00001 - [INFO] - [E:435| 0]: Train Loss:0.0017497, Val MRR:0.40132, ice00001 +2023-05-24 15:11:06,210 - ice00001 - [INFO] - [E:435| 100]: Train Loss:0.0017384, Val MRR:0.40132, ice00001 +2023-05-24 15:12:35,457 - ice00001 - [INFO] - [E:435| 200]: Train Loss:0.001738, Val MRR:0.40132, ice00001 +2023-05-24 15:14:14,452 - ice00001 - [INFO] - [E:435| 300]: Train Loss:0.0017387, Val MRR:0.40132, ice00001 +2023-05-24 15:15:52,841 - ice00001 - [INFO] - [E:435| 400]: Train Loss:0.0017394, Val MRR:0.40132, ice00001 +2023-05-24 15:17:32,709 - ice00001 - [INFO] - [E:435| 500]: Train Loss:0.0017398, Val MRR:0.40132, ice00001 +2023-05-24 15:19:12,437 - ice00001 - [INFO] - [E:435| 600]: Train Loss:0.0017405, Val MRR:0.40132, ice00001 +2023-05-24 15:20:42,501 - ice00001 - [INFO] - [E:435| 700]: Train Loss:0.0017413, Val MRR:0.40132, ice00001 +2023-05-24 15:22:22,072 - ice00001 - [INFO] - [E:435| 800]: Train Loss:0.0017416, Val MRR:0.40132, ice00001 +2023-05-24 15:24:01,529 - ice00001 - [INFO] - [E:435| 900]: Train Loss:0.001742, Val MRR:0.40132, ice00001 +2023-05-24 15:25:11,520 - ice00001 - [INFO] - [Epoch:435]: Training Loss:0.001742 + +2023-05-24 15:25:11,908 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 15:25:34,661 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 15:25:56,879 - ice00001 - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.42512, Head : 0.37624, Avg : 0.40068 + +2023-05-24 15:25:56,879 - ice00001 - [INFO] - [Epoch 435]: Training Loss: 0.0017423, Valid MRR: 0.40132, + + + +2023-05-24 15:25:58,060 - ice00001 - [INFO] - [E:436| 0]: Train Loss:0.0016985, Val MRR:0.40132, ice00001 +2023-05-24 15:27:37,813 - ice00001 - [INFO] - [E:436| 100]: Train Loss:0.0017373, Val MRR:0.40132, ice00001 +2023-05-24 15:29:07,812 - ice00001 - [INFO] - [E:436| 200]: Train Loss:0.0017373, Val MRR:0.40132, ice00001 +2023-05-24 15:30:47,357 - ice00001 - [INFO] - [E:436| 300]: Train Loss:0.0017377, Val MRR:0.40132, ice00001 +2023-05-24 15:32:26,236 - ice00001 - [INFO] - [E:436| 400]: Train Loss:0.0017382, Val MRR:0.40132, ice00001 +2023-05-24 15:34:05,774 - ice00001 - [INFO] - [E:436| 500]: Train Loss:0.0017386, Val MRR:0.40132, ice00001 +2023-05-24 15:35:48,476 - ice00001 - [INFO] - [E:436| 600]: Train Loss:0.0017395, Val MRR:0.40132, ice00001 +2023-05-24 15:37:18,687 - ice00001 - [INFO] - [E:436| 700]: Train Loss:0.0017404, Val MRR:0.40132, ice00001 +2023-05-24 15:38:58,297 - ice00001 - [INFO] - [E:436| 800]: Train Loss:0.001741, Val MRR:0.40132, ice00001 +2023-05-24 15:40:38,034 - ice00001 - [INFO] - [E:436| 900]: Train Loss:0.0017418, Val MRR:0.40132, ice00001 +2023-05-24 15:41:48,108 - ice00001 - [INFO] - [Epoch:436]: Training Loss:0.001742 + +2023-05-24 15:41:48,588 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 15:42:10,833 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 15:42:33,483 - ice00001 - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.42482, Head : 0.37691, Avg : 0.40087 + +2023-05-24 15:42:33,483 - ice00001 - [INFO] - [Epoch 436]: Training Loss: 0.001742, Valid MRR: 0.40132, + + + +2023-05-24 15:42:34,279 - ice00001 - [INFO] - [E:437| 0]: Train Loss:0.0017172, Val MRR:0.40132, ice00001 +2023-05-24 15:44:13,755 - ice00001 - [INFO] - [E:437| 100]: Train Loss:0.0017351, Val MRR:0.40132, ice00001 +2023-05-24 15:45:43,844 - ice00001 - [INFO] - [E:437| 200]: Train Loss:0.0017385, Val MRR:0.40132, ice00001 +2023-05-24 15:47:23,080 - ice00001 - [INFO] - [E:437| 300]: Train Loss:0.0017382, Val MRR:0.40132, ice00001 +2023-05-24 15:49:02,978 - ice00001 - [INFO] - [E:437| 400]: Train Loss:0.0017389, Val MRR:0.40132, ice00001 +2023-05-24 15:50:42,341 - ice00001 - [INFO] - [E:437| 500]: Train Loss:0.0017396, Val MRR:0.40132, ice00001 +2023-05-24 15:52:21,672 - ice00001 - [INFO] - [E:437| 600]: Train Loss:0.0017401, Val MRR:0.40132, ice00001 +2023-05-24 15:53:51,239 - ice00001 - [INFO] - [E:437| 700]: Train Loss:0.0017406, Val MRR:0.40132, ice00001 +2023-05-24 15:55:30,536 - ice00001 - [INFO] - [E:437| 800]: Train Loss:0.0017409, Val MRR:0.40132, ice00001 +2023-05-24 15:57:10,138 - ice00001 - [INFO] - [E:437| 900]: Train Loss:0.0017409, Val MRR:0.40132, ice00001 +2023-05-24 15:58:19,835 - ice00001 - [INFO] - [Epoch:437]: Training Loss:0.001741 + +2023-05-24 15:58:20,221 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 15:58:42,850 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 15:59:05,385 - ice00001 - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.42515, Head : 0.37694, Avg : 0.40104 + +2023-05-24 15:59:05,385 - ice00001 - [INFO] - [Epoch 437]: Training Loss: 0.0017413, Valid MRR: 0.40132, + + + +2023-05-24 15:59:06,238 - ice00001 - [INFO] - [E:438| 0]: Train Loss:0.00175, Val MRR:0.40132, ice00001 +2023-05-24 16:00:45,913 - ice00001 - [INFO] - [E:438| 100]: Train Loss:0.0017364, Val MRR:0.40132, ice00001 +2023-05-24 16:02:15,572 - ice00001 - [INFO] - [E:438| 200]: Train Loss:0.0017384, Val MRR:0.40132, ice00001 +2023-05-24 16:03:54,654 - ice00001 - [INFO] - [E:438| 300]: Train Loss:0.0017377, Val MRR:0.40132, ice00001 +2023-05-24 16:05:34,422 - ice00001 - [INFO] - [E:438| 400]: Train Loss:0.0017377, Val MRR:0.40132, ice00001 +2023-05-24 16:07:13,171 - ice00001 - [INFO] - [E:438| 500]: Train Loss:0.0017383, Val MRR:0.40132, ice00001 +2023-05-24 16:08:52,706 - ice00001 - [INFO] - [E:438| 600]: Train Loss:0.0017388, Val MRR:0.40132, ice00001 +2023-05-24 16:10:22,919 - ice00001 - [INFO] - [E:438| 700]: Train Loss:0.0017389, Val MRR:0.40132, ice00001 +2023-05-24 16:12:02,038 - ice00001 - [INFO] - [E:438| 800]: Train Loss:0.0017395, Val MRR:0.40132, ice00001 +2023-05-24 16:13:41,780 - ice00001 - [INFO] - [E:438| 900]: Train Loss:0.0017407, Val MRR:0.40132, ice00001 +2023-05-24 16:14:52,132 - ice00001 - [INFO] - [Epoch:438]: Training Loss:0.001741 + +2023-05-24 16:14:52,471 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 16:15:15,623 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 16:15:38,703 - ice00001 - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.426, Head : 0.37715, Avg : 0.40157 + +2023-05-24 16:15:41,634 - ice00001 - [INFO] - [Epoch 438]: Training Loss: 0.001741, Valid MRR: 0.40157, + + + +2023-05-24 16:15:43,031 - ice00001 - [INFO] - [E:439| 0]: Train Loss:0.0017094, Val MRR:0.40157, ice00001 +2023-05-24 16:17:21,882 - ice00001 - [INFO] - [E:439| 100]: Train Loss:0.0017365, Val MRR:0.40157, ice00001 +2023-05-24 16:18:51,444 - ice00001 - [INFO] - [E:439| 200]: Train Loss:0.0017367, Val MRR:0.40157, ice00001 +2023-05-24 16:20:30,532 - ice00001 - [INFO] - [E:439| 300]: Train Loss:0.0017374, Val MRR:0.40157, ice00001 +2023-05-24 16:22:13,660 - ice00001 - [INFO] - [E:439| 400]: Train Loss:0.0017377, Val MRR:0.40157, ice00001 +2023-05-24 16:23:52,029 - ice00001 - [INFO] - [E:439| 500]: Train Loss:0.0017379, Val MRR:0.40157, ice00001 +2023-05-24 16:25:31,291 - ice00001 - [INFO] - [E:439| 600]: Train Loss:0.0017388, Val MRR:0.40157, ice00001 +2023-05-24 16:27:04,540 - ice00001 - [INFO] - [E:439| 700]: Train Loss:0.0017397, Val MRR:0.40157, ice00001 +2023-05-24 16:28:40,756 - ice00001 - [INFO] - [E:439| 800]: Train Loss:0.0017402, Val MRR:0.40157, ice00001 +2023-05-24 16:30:20,509 - ice00001 - [INFO] - [E:439| 900]: Train Loss:0.0017407, Val MRR:0.40157, ice00001 +2023-05-24 16:31:30,914 - ice00001 - [INFO] - [Epoch:439]: Training Loss:0.001741 + +2023-05-24 16:31:31,172 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 16:31:53,933 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 16:32:16,517 - ice00001 - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.42496, Head : 0.37598, Avg : 0.40047 + MR: Tail : 364.12, Head : 372.9, Avg : 368.51 + Hit-1: Tail : 0.31654, Head : 0.26933, Avg : 0.29294 + Hit-3: Tail : 0.47712, Head : 0.42262, Avg : 0.44987 + Hit-10: Tail : 0.63466, Head : 0.58915, Avg : 0.61191 +2023-05-24 16:32:16,518 - ice00001 - [INFO] - [Epoch 439]: Training Loss: 0.001741, Valid MRR: 0.40157, + + + +2023-05-24 16:32:17,516 - ice00001 - [INFO] - [E:440| 0]: Train Loss:0.0017536, Val MRR:0.40157, ice00001 +2023-05-24 16:33:57,628 - ice00001 - [INFO] - [E:440| 100]: Train Loss:0.0017339, Val MRR:0.40157, ice00001 +2023-05-24 16:35:29,430 - ice00001 - [INFO] - [E:440| 200]: Train Loss:0.001735, Val MRR:0.40157, ice00001 +2023-05-24 16:37:07,807 - ice00001 - [INFO] - [E:440| 300]: Train Loss:0.0017384, Val MRR:0.40157, ice00001 +2023-05-24 16:38:47,969 - ice00001 - [INFO] - [E:440| 400]: Train Loss:0.0017386, Val MRR:0.40157, ice00001 +2023-05-24 16:40:26,246 - ice00001 - [INFO] - [E:440| 500]: Train Loss:0.0017383, Val MRR:0.40157, ice00001 +2023-05-24 16:42:05,989 - ice00001 - [INFO] - [E:440| 600]: Train Loss:0.0017384, Val MRR:0.40157, ice00001 +2023-05-24 16:43:41,189 - ice00001 - [INFO] - [E:440| 700]: Train Loss:0.0017388, Val MRR:0.40157, ice00001 +2023-05-24 16:45:15,829 - ice00001 - [INFO] - [E:440| 800]: Train Loss:0.0017391, Val MRR:0.40157, ice00001 +2023-05-24 16:46:56,015 - ice00001 - [INFO] - [E:440| 900]: Train Loss:0.0017399, Val MRR:0.40157, ice00001 +2023-05-24 16:48:06,058 - ice00001 - [INFO] - [Epoch:440]: Training Loss:0.00174 + +2023-05-24 16:48:06,443 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 16:48:29,538 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 16:48:52,214 - ice00001 - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.42534, Head : 0.37542, Avg : 0.40038 + +2023-05-24 16:48:52,215 - ice00001 - [INFO] - [Epoch 440]: Training Loss: 0.0017402, Valid MRR: 0.40157, + + + +2023-05-24 16:48:53,409 - ice00001 - [INFO] - [E:441| 0]: Train Loss:0.001745, Val MRR:0.40157, ice00001 +2023-05-24 16:50:32,814 - ice00001 - [INFO] - [E:441| 100]: Train Loss:0.0017356, Val MRR:0.40157, ice00001 +2023-05-24 16:52:04,962 - ice00001 - [INFO] - [E:441| 200]: Train Loss:0.0017357, Val MRR:0.40157, ice00001 +2023-05-24 16:53:42,203 - ice00001 - [INFO] - [E:441| 300]: Train Loss:0.0017374, Val MRR:0.40157, ice00001 +2023-05-24 16:55:21,097 - ice00001 - [INFO] - [E:441| 400]: Train Loss:0.0017381, Val MRR:0.40157, ice00001 +2023-05-24 16:57:00,216 - ice00001 - [INFO] - [E:441| 500]: Train Loss:0.0017385, Val MRR:0.40157, ice00001 +2023-05-24 16:58:39,547 - ice00001 - [INFO] - [E:441| 600]: Train Loss:0.0017385, Val MRR:0.40157, ice00001 +2023-05-24 17:00:15,481 - ice00001 - [INFO] - [E:441| 700]: Train Loss:0.001739, Val MRR:0.40157, ice00001 +2023-05-24 17:01:48,416 - ice00001 - [INFO] - [E:441| 800]: Train Loss:0.0017396, Val MRR:0.40157, ice00001 +2023-05-24 17:03:27,137 - ice00001 - [INFO] - [E:441| 900]: Train Loss:0.0017401, Val MRR:0.40157, ice00001 +2023-05-24 17:04:37,237 - ice00001 - [INFO] - [Epoch:441]: Training Loss:0.00174 + +2023-05-24 17:04:37,499 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 17:05:00,064 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 17:05:22,333 - ice00001 - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.42479, Head : 0.37557, Avg : 0.40018 + +2023-05-24 17:05:22,333 - ice00001 - [INFO] - [Epoch 441]: Training Loss: 0.0017401, Valid MRR: 0.40157, + + + +2023-05-24 17:05:23,448 - ice00001 - [INFO] - [E:442| 0]: Train Loss:0.0017472, Val MRR:0.40157, ice00001 +2023-05-24 17:07:03,040 - ice00001 - [INFO] - [E:442| 100]: Train Loss:0.0017368, Val MRR:0.40157, ice00001 +2023-05-24 17:08:38,968 - ice00001 - [INFO] - [E:442| 200]: Train Loss:0.0017349, Val MRR:0.40157, ice00001 +2023-05-24 17:10:14,265 - ice00001 - [INFO] - [E:442| 300]: Train Loss:0.0017353, Val MRR:0.40157, ice00001 +2023-05-24 17:11:53,678 - ice00001 - [INFO] - [E:442| 400]: Train Loss:0.0017364, Val MRR:0.40157, ice00001 +2023-05-24 17:13:33,022 - ice00001 - [INFO] - [E:442| 500]: Train Loss:0.0017362, Val MRR:0.40157, ice00001 +2023-05-24 17:15:12,433 - ice00001 - [INFO] - [E:442| 600]: Train Loss:0.0017371, Val MRR:0.40157, ice00001 +2023-05-24 17:16:50,083 - ice00001 - [INFO] - [E:442| 700]: Train Loss:0.001738, Val MRR:0.40157, ice00001 +2023-05-24 17:18:21,410 - ice00001 - [INFO] - [E:442| 800]: Train Loss:0.0017388, Val MRR:0.40157, ice00001 +2023-05-24 17:20:01,667 - ice00001 - [INFO] - [E:442| 900]: Train Loss:0.0017393, Val MRR:0.40157, ice00001 +2023-05-24 17:21:11,368 - ice00001 - [INFO] - [Epoch:442]: Training Loss:0.00174 + +2023-05-24 17:21:11,707 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 17:21:34,426 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 17:21:56,634 - ice00001 - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.42622, Head : 0.37451, Avg : 0.40037 + +2023-05-24 17:21:56,634 - ice00001 - [INFO] - [Epoch 442]: Training Loss: 0.00174, Valid MRR: 0.40157, + + + +2023-05-24 17:21:57,753 - ice00001 - [INFO] - [E:443| 0]: Train Loss:0.0017821, Val MRR:0.40157, ice00001 +2023-05-24 17:23:37,254 - ice00001 - [INFO] - [E:443| 100]: Train Loss:0.001738, Val MRR:0.40157, ice00001 +2023-05-24 17:25:12,412 - ice00001 - [INFO] - [E:443| 200]: Train Loss:0.001736, Val MRR:0.40157, ice00001 +2023-05-24 17:26:46,577 - ice00001 - [INFO] - [E:443| 300]: Train Loss:0.0017366, Val MRR:0.40157, ice00001 +2023-05-24 17:28:26,036 - ice00001 - [INFO] - [E:443| 400]: Train Loss:0.0017375, Val MRR:0.40157, ice00001 +2023-05-24 17:30:05,628 - ice00001 - [INFO] - [E:443| 500]: Train Loss:0.0017384, Val MRR:0.40157, ice00001 +2023-05-24 17:31:44,859 - ice00001 - [INFO] - [E:443| 600]: Train Loss:0.0017382, Val MRR:0.40157, ice00001 +2023-05-24 17:33:22,498 - ice00001 - [INFO] - [E:443| 700]: Train Loss:0.0017379, Val MRR:0.40157, ice00001 +2023-05-24 17:34:54,292 - ice00001 - [INFO] - [E:443| 800]: Train Loss:0.0017386, Val MRR:0.40157, ice00001 +2023-05-24 17:36:34,375 - ice00001 - [INFO] - [E:443| 900]: Train Loss:0.0017393, Val MRR:0.40157, ice00001 +2023-05-24 17:37:44,528 - ice00001 - [INFO] - [Epoch:443]: Training Loss:0.00174 + +2023-05-24 17:37:44,784 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 17:38:07,878 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 17:38:30,193 - ice00001 - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.42523, Head : 0.37594, Avg : 0.40058 + +2023-05-24 17:38:30,193 - ice00001 - [INFO] - [Epoch 443]: Training Loss: 0.0017397, Valid MRR: 0.40157, + + + +2023-05-24 17:38:31,331 - ice00001 - [INFO] - [E:444| 0]: Train Loss:0.0017686, Val MRR:0.40157, ice00001 +2023-05-24 17:40:11,744 - ice00001 - [INFO] - [E:444| 100]: Train Loss:0.0017314, Val MRR:0.40157, ice00001 +2023-05-24 17:41:46,946 - ice00001 - [INFO] - [E:444| 200]: Train Loss:0.0017331, Val MRR:0.40157, ice00001 +2023-05-24 17:43:20,462 - ice00001 - [INFO] - [E:444| 300]: Train Loss:0.001735, Val MRR:0.40157, ice00001 +2023-05-24 17:45:00,345 - ice00001 - [INFO] - [E:444| 400]: Train Loss:0.0017358, Val MRR:0.40157, ice00001 +2023-05-24 17:46:40,248 - ice00001 - [INFO] - [E:444| 500]: Train Loss:0.0017372, Val MRR:0.40157, ice00001 +2023-05-24 17:48:18,999 - ice00001 - [INFO] - [E:444| 600]: Train Loss:0.0017376, Val MRR:0.40157, ice00001 +2023-05-24 17:49:57,504 - ice00001 - [INFO] - [E:444| 700]: Train Loss:0.0017384, Val MRR:0.40157, ice00001 +2023-05-24 17:51:27,686 - ice00001 - [INFO] - [E:444| 800]: Train Loss:0.0017383, Val MRR:0.40157, ice00001 +2023-05-24 17:53:07,113 - ice00001 - [INFO] - [E:444| 900]: Train Loss:0.0017389, Val MRR:0.40157, ice00001 +2023-05-24 17:54:19,041 - ice00001 - [INFO] - [Epoch:444]: Training Loss:0.001739 + +2023-05-24 17:54:19,377 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 17:54:42,198 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 17:55:04,547 - ice00001 - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.42469, Head : 0.37591, Avg : 0.4003 + +2023-05-24 17:55:04,547 - ice00001 - [INFO] - [Epoch 444]: Training Loss: 0.0017392, Valid MRR: 0.40157, + + + +2023-05-24 17:55:05,650 - ice00001 - [INFO] - [E:445| 0]: Train Loss:0.0017601, Val MRR:0.40157, ice00001 +2023-05-24 17:56:45,611 - ice00001 - [INFO] - [E:445| 100]: Train Loss:0.0017354, Val MRR:0.40157, ice00001 +2023-05-24 17:58:23,802 - ice00001 - [INFO] - [E:445| 200]: Train Loss:0.0017374, Val MRR:0.40157, ice00001 +2023-05-24 17:59:54,884 - ice00001 - [INFO] - [E:445| 300]: Train Loss:0.0017358, Val MRR:0.40157, ice00001 +2023-05-24 18:01:34,094 - ice00001 - [INFO] - [E:445| 400]: Train Loss:0.0017364, Val MRR:0.40157, ice00001 +2023-05-24 18:03:14,255 - ice00001 - [INFO] - [E:445| 500]: Train Loss:0.0017371, Val MRR:0.40157, ice00001 +2023-05-24 18:04:54,082 - ice00001 - [INFO] - [E:445| 600]: Train Loss:0.001738, Val MRR:0.40157, ice00001 +2023-05-24 18:06:33,473 - ice00001 - [INFO] - [E:445| 700]: Train Loss:0.0017382, Val MRR:0.40157, ice00001 +2023-05-24 18:08:03,002 - ice00001 - [INFO] - [E:445| 800]: Train Loss:0.0017386, Val MRR:0.40157, ice00001 +2023-05-24 18:09:42,167 - ice00001 - [INFO] - [E:445| 900]: Train Loss:0.0017387, Val MRR:0.40157, ice00001 +2023-05-24 18:10:52,390 - ice00001 - [INFO] - [Epoch:445]: Training Loss:0.001739 + +2023-05-24 18:10:52,732 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 18:11:15,834 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 18:11:37,732 - ice00001 - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.42378, Head : 0.3756, Avg : 0.39969 + +2023-05-24 18:11:37,733 - ice00001 - [INFO] - [Epoch 445]: Training Loss: 0.001739, Valid MRR: 0.40157, + + + +2023-05-24 18:11:38,901 - ice00001 - [INFO] - [E:446| 0]: Train Loss:0.001749, Val MRR:0.40157, ice00001 +2023-05-24 18:13:18,076 - ice00001 - [INFO] - [E:446| 100]: Train Loss:0.0017351, Val MRR:0.40157, ice00001 +2023-05-24 18:14:56,952 - ice00001 - [INFO] - [E:446| 200]: Train Loss:0.0017354, Val MRR:0.40157, ice00001 +2023-05-24 18:16:26,471 - ice00001 - [INFO] - [E:446| 300]: Train Loss:0.0017365, Val MRR:0.40157, ice00001 +2023-05-24 18:18:05,751 - ice00001 - [INFO] - [E:446| 400]: Train Loss:0.0017357, Val MRR:0.40157, ice00001 +2023-05-24 18:19:45,336 - ice00001 - [INFO] - [E:446| 500]: Train Loss:0.0017358, Val MRR:0.40157, ice00001 +2023-05-24 18:21:24,933 - ice00001 - [INFO] - [E:446| 600]: Train Loss:0.0017359, Val MRR:0.40157, ice00001 +2023-05-24 18:23:05,434 - ice00001 - [INFO] - [E:446| 700]: Train Loss:0.0017374, Val MRR:0.40157, ice00001 +2023-05-24 18:24:34,930 - ice00001 - [INFO] - [E:446| 800]: Train Loss:0.0017376, Val MRR:0.40157, ice00001 +2023-05-24 18:26:14,398 - ice00001 - [INFO] - [E:446| 900]: Train Loss:0.0017378, Val MRR:0.40157, ice00001 +2023-05-24 18:27:24,146 - ice00001 - [INFO] - [Epoch:446]: Training Loss:0.001738 + +2023-05-24 18:27:24,506 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 18:27:47,200 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 18:28:09,632 - ice00001 - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.42415, Head : 0.37566, Avg : 0.39991 + +2023-05-24 18:28:09,632 - ice00001 - [INFO] - [Epoch 446]: Training Loss: 0.0017383, Valid MRR: 0.40157, + + + +2023-05-24 18:28:10,626 - ice00001 - [INFO] - [E:447| 0]: Train Loss:0.001716, Val MRR:0.40157, ice00001 +2023-05-24 18:29:49,703 - ice00001 - [INFO] - [E:447| 100]: Train Loss:0.001733, Val MRR:0.40157, ice00001 +2023-05-24 18:31:29,006 - ice00001 - [INFO] - [E:447| 200]: Train Loss:0.0017351, Val MRR:0.40157, ice00001 +2023-05-24 18:32:58,628 - ice00001 - [INFO] - [E:447| 300]: Train Loss:0.001736, Val MRR:0.40157, ice00001 +2023-05-24 18:34:38,305 - ice00001 - [INFO] - [E:447| 400]: Train Loss:0.0017367, Val MRR:0.40157, ice00001 +2023-05-24 18:36:17,606 - ice00001 - [INFO] - [E:447| 500]: Train Loss:0.0017365, Val MRR:0.40157, ice00001 +2023-05-24 18:37:56,957 - ice00001 - [INFO] - [E:447| 600]: Train Loss:0.001737, Val MRR:0.40157, ice00001 +2023-05-24 18:39:38,198 - ice00001 - [INFO] - [E:447| 700]: Train Loss:0.0017368, Val MRR:0.40157, ice00001 +2023-05-24 18:41:08,031 - ice00001 - [INFO] - [E:447| 800]: Train Loss:0.0017375, Val MRR:0.40157, ice00001 +2023-05-24 18:42:46,988 - ice00001 - [INFO] - [E:447| 900]: Train Loss:0.001738, Val MRR:0.40157, ice00001 +2023-05-24 18:43:57,146 - ice00001 - [INFO] - [Epoch:447]: Training Loss:0.001738 + +2023-05-24 18:43:57,466 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 18:44:20,167 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 18:44:42,733 - ice00001 - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.42595, Head : 0.37612, Avg : 0.40104 + +2023-05-24 18:44:42,733 - ice00001 - [INFO] - [Epoch 447]: Training Loss: 0.0017383, Valid MRR: 0.40157, + + + +2023-05-24 18:44:43,523 - ice00001 - [INFO] - [E:448| 0]: Train Loss:0.0017895, Val MRR:0.40157, ice00001 +2023-05-24 18:46:23,085 - ice00001 - [INFO] - [E:448| 100]: Train Loss:0.0017341, Val MRR:0.40157, ice00001 +2023-05-24 18:48:02,954 - ice00001 - [INFO] - [E:448| 200]: Train Loss:0.0017336, Val MRR:0.40157, ice00001 +2023-05-24 18:49:33,284 - ice00001 - [INFO] - [E:448| 300]: Train Loss:0.0017338, Val MRR:0.40157, ice00001 +2023-05-24 18:51:13,086 - ice00001 - [INFO] - [E:448| 400]: Train Loss:0.0017356, Val MRR:0.40157, ice00001 +2023-05-24 18:52:53,314 - ice00001 - [INFO] - [E:448| 500]: Train Loss:0.001736, Val MRR:0.40157, ice00001 +2023-05-24 18:54:32,856 - ice00001 - [INFO] - [E:448| 600]: Train Loss:0.0017361, Val MRR:0.40157, ice00001 +2023-05-24 18:56:12,422 - ice00001 - [INFO] - [E:448| 700]: Train Loss:0.0017363, Val MRR:0.40157, ice00001 +2023-05-24 18:57:42,026 - ice00001 - [INFO] - [E:448| 800]: Train Loss:0.0017366, Val MRR:0.40157, ice00001 +2023-05-24 18:59:21,610 - ice00001 - [INFO] - [E:448| 900]: Train Loss:0.0017373, Val MRR:0.40157, ice00001 +2023-05-24 19:00:31,436 - ice00001 - [INFO] - [Epoch:448]: Training Loss:0.001738 + +2023-05-24 19:00:31,779 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 19:00:54,673 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 19:01:16,878 - ice00001 - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.42536, Head : 0.37526, Avg : 0.40031 + +2023-05-24 19:01:16,878 - ice00001 - [INFO] - [Epoch 448]: Training Loss: 0.0017377, Valid MRR: 0.40157, + + + +2023-05-24 19:01:18,047 - ice00001 - [INFO] - [E:449| 0]: Train Loss:0.0017465, Val MRR:0.40157, ice00001 +2023-05-24 19:02:56,853 - ice00001 - [INFO] - [E:449| 100]: Train Loss:0.0017399, Val MRR:0.40157, ice00001 +2023-05-24 19:04:36,295 - ice00001 - [INFO] - [E:449| 200]: Train Loss:0.0017387, Val MRR:0.40157, ice00001 +2023-05-24 19:06:05,542 - ice00001 - [INFO] - [E:449| 300]: Train Loss:0.0017383, Val MRR:0.40157, ice00001 +2023-05-24 19:07:45,653 - ice00001 - [INFO] - [E:449| 400]: Train Loss:0.001737, Val MRR:0.40157, ice00001 +2023-05-24 19:09:25,456 - ice00001 - [INFO] - [E:449| 500]: Train Loss:0.0017366, Val MRR:0.40157, ice00001 +2023-05-24 19:11:05,652 - ice00001 - [INFO] - [E:449| 600]: Train Loss:0.0017369, Val MRR:0.40157, ice00001 +2023-05-24 19:12:45,257 - ice00001 - [INFO] - [E:449| 700]: Train Loss:0.001737, Val MRR:0.40157, ice00001 +2023-05-24 19:14:14,928 - ice00001 - [INFO] - [E:449| 800]: Train Loss:0.0017372, Val MRR:0.40157, ice00001 +2023-05-24 19:15:54,913 - ice00001 - [INFO] - [E:449| 900]: Train Loss:0.0017371, Val MRR:0.40157, ice00001 +2023-05-24 19:17:04,542 - ice00001 - [INFO] - [Epoch:449]: Training Loss:0.001738 + +2023-05-24 19:17:04,884 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 19:17:27,723 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 19:17:50,089 - ice00001 - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.42723, Head : 0.37808, Avg : 0.40266 + MR: Tail : 362.12, Head : 376.39, Avg : 369.26 + Hit-1: Tail : 0.3197, Head : 0.27054, Avg : 0.29512 + Hit-3: Tail : 0.48113, Head : 0.4259, Avg : 0.45351 + Hit-10: Tail : 0.63321, Head : 0.58951, Avg : 0.61136 +2023-05-24 19:17:51,421 - ice00001 - [INFO] - [Epoch 449]: Training Loss: 0.0017376, Valid MRR: 0.40266, + + + +2023-05-24 19:17:52,686 - ice00001 - [INFO] - [E:450| 0]: Train Loss:0.0017303, Val MRR:0.40266, ice00001 +2023-05-24 19:19:31,559 - ice00001 - [INFO] - [E:450| 100]: Train Loss:0.0017343, Val MRR:0.40266, ice00001 +2023-05-24 19:21:10,805 - ice00001 - [INFO] - [E:450| 200]: Train Loss:0.0017341, Val MRR:0.40266, ice00001 +2023-05-24 19:22:40,738 - ice00001 - [INFO] - [E:450| 300]: Train Loss:0.0017345, Val MRR:0.40266, ice00001 +2023-05-24 19:24:20,958 - ice00001 - [INFO] - [E:450| 400]: Train Loss:0.0017353, Val MRR:0.40266, ice00001 +2023-05-24 19:26:02,967 - ice00001 - [INFO] - [E:450| 500]: Train Loss:0.0017351, Val MRR:0.40266, ice00001 +2023-05-24 19:27:42,722 - ice00001 - [INFO] - [E:450| 600]: Train Loss:0.0017354, Val MRR:0.40266, ice00001 +2023-05-24 19:29:22,285 - ice00001 - [INFO] - [E:450| 700]: Train Loss:0.0017362, Val MRR:0.40266, ice00001 +2023-05-24 19:30:51,981 - ice00001 - [INFO] - [E:450| 800]: Train Loss:0.0017368, Val MRR:0.40266, ice00001 +2023-05-24 19:32:31,012 - ice00001 - [INFO] - [E:450| 900]: Train Loss:0.0017369, Val MRR:0.40266, ice00001 +2023-05-24 19:33:41,134 - ice00001 - [INFO] - [Epoch:450]: Training Loss:0.001737 + +2023-05-24 19:33:41,471 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 19:34:04,603 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 19:34:26,969 - ice00001 - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.42493, Head : 0.37611, Avg : 0.40052 + +2023-05-24 19:34:26,969 - ice00001 - [INFO] - [Epoch 450]: Training Loss: 0.0017372, Valid MRR: 0.40266, + + + +2023-05-24 19:34:27,931 - ice00001 - [INFO] - [E:451| 0]: Train Loss:0.0017273, Val MRR:0.40266, ice00001 +2023-05-24 19:36:07,261 - ice00001 - [INFO] - [E:451| 100]: Train Loss:0.0017327, Val MRR:0.40266, ice00001 +2023-05-24 19:37:47,174 - ice00001 - [INFO] - [E:451| 200]: Train Loss:0.001734, Val MRR:0.40266, ice00001 +2023-05-24 19:39:16,902 - ice00001 - [INFO] - [E:451| 300]: Train Loss:0.0017345, Val MRR:0.40266, ice00001 +2023-05-24 19:40:57,162 - ice00001 - [INFO] - [E:451| 400]: Train Loss:0.0017345, Val MRR:0.40266, ice00001 +2023-05-24 19:42:37,592 - ice00001 - [INFO] - [E:451| 500]: Train Loss:0.0017352, Val MRR:0.40266, ice00001 +2023-05-24 19:44:17,774 - ice00001 - [INFO] - [E:451| 600]: Train Loss:0.0017353, Val MRR:0.40266, ice00001 +2023-05-24 19:45:57,238 - ice00001 - [INFO] - [E:451| 700]: Train Loss:0.0017359, Val MRR:0.40266, ice00001 +2023-05-24 19:47:27,319 - ice00001 - [INFO] - [E:451| 800]: Train Loss:0.0017357, Val MRR:0.40266, ice00001 +2023-05-24 19:49:07,564 - ice00001 - [INFO] - [E:451| 900]: Train Loss:0.0017365, Val MRR:0.40266, ice00001 +2023-05-24 19:50:18,356 - ice00001 - [INFO] - [Epoch:451]: Training Loss:0.001737 + +2023-05-24 19:50:18,622 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 19:50:41,137 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 19:51:03,753 - ice00001 - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.42494, Head : 0.37501, Avg : 0.39998 + +2023-05-24 19:51:03,753 - ice00001 - [INFO] - [Epoch 451]: Training Loss: 0.0017369, Valid MRR: 0.40266, + + + +2023-05-24 19:51:04,907 - ice00001 - [INFO] - [E:452| 0]: Train Loss:0.0017083, Val MRR:0.40266, ice00001 +2023-05-24 19:52:45,472 - ice00001 - [INFO] - [E:452| 100]: Train Loss:0.0017326, Val MRR:0.40266, ice00001 +2023-05-24 19:54:25,733 - ice00001 - [INFO] - [E:452| 200]: Train Loss:0.0017311, Val MRR:0.40266, ice00001 +2023-05-24 19:55:55,729 - ice00001 - [INFO] - [E:452| 300]: Train Loss:0.0017323, Val MRR:0.40266, ice00001 +2023-05-24 19:57:35,647 - ice00001 - [INFO] - [E:452| 400]: Train Loss:0.0017332, Val MRR:0.40266, ice00001 +2023-05-24 19:59:15,193 - ice00001 - [INFO] - [E:452| 500]: Train Loss:0.0017337, Val MRR:0.40266, ice00001 +2023-05-24 20:00:54,690 - ice00001 - [INFO] - [E:452| 600]: Train Loss:0.0017341, Val MRR:0.40266, ice00001 +2023-05-24 20:02:33,532 - ice00001 - [INFO] - [E:452| 700]: Train Loss:0.001735, Val MRR:0.40266, ice00001 +2023-05-24 20:04:02,901 - ice00001 - [INFO] - [E:452| 800]: Train Loss:0.0017358, Val MRR:0.40266, ice00001 +2023-05-24 20:05:42,816 - ice00001 - [INFO] - [E:452| 900]: Train Loss:0.0017362, Val MRR:0.40266, ice00001 +2023-05-24 20:06:53,705 - ice00001 - [INFO] - [Epoch:452]: Training Loss:0.001737 + +2023-05-24 20:06:54,047 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 20:07:17,144 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 20:07:39,796 - ice00001 - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.42565, Head : 0.37507, Avg : 0.40036 + +2023-05-24 20:07:39,796 - ice00001 - [INFO] - [Epoch 452]: Training Loss: 0.0017366, Valid MRR: 0.40266, + + + +2023-05-24 20:07:40,850 - ice00001 - [INFO] - [E:453| 0]: Train Loss:0.0017493, Val MRR:0.40266, ice00001 +2023-05-24 20:09:20,795 - ice00001 - [INFO] - [E:453| 100]: Train Loss:0.0017315, Val MRR:0.40266, ice00001 +2023-05-24 20:11:00,442 - ice00001 - [INFO] - [E:453| 200]: Train Loss:0.0017327, Val MRR:0.40266, ice00001 +2023-05-24 20:12:32,265 - ice00001 - [INFO] - [E:453| 300]: Train Loss:0.0017329, Val MRR:0.40266, ice00001 +2023-05-24 20:14:11,484 - ice00001 - [INFO] - [E:453| 400]: Train Loss:0.001733, Val MRR:0.40266, ice00001 +2023-05-24 20:15:50,976 - ice00001 - [INFO] - [E:453| 500]: Train Loss:0.001734, Val MRR:0.40266, ice00001 +2023-05-24 20:17:30,041 - ice00001 - [INFO] - [E:453| 600]: Train Loss:0.0017341, Val MRR:0.40266, ice00001 +2023-05-24 20:19:08,678 - ice00001 - [INFO] - [E:453| 700]: Train Loss:0.0017352, Val MRR:0.40266, ice00001 +2023-05-24 20:20:38,316 - ice00001 - [INFO] - [E:453| 800]: Train Loss:0.0017359, Val MRR:0.40266, ice00001 +2023-05-24 20:22:17,876 - ice00001 - [INFO] - [E:453| 900]: Train Loss:0.0017364, Val MRR:0.40266, ice00001 +2023-05-24 20:23:27,435 - ice00001 - [INFO] - [Epoch:453]: Training Loss:0.001737 + +2023-05-24 20:23:27,823 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 20:23:50,667 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 20:24:12,892 - ice00001 - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.42693, Head : 0.37678, Avg : 0.40185 + +2023-05-24 20:24:12,892 - ice00001 - [INFO] - [Epoch 453]: Training Loss: 0.0017367, Valid MRR: 0.40266, + + + +2023-05-24 20:24:14,066 - ice00001 - [INFO] - [E:454| 0]: Train Loss:0.0017536, Val MRR:0.40266, ice00001 +2023-05-24 20:25:52,826 - ice00001 - [INFO] - [E:454| 100]: Train Loss:0.0017309, Val MRR:0.40266, ice00001 +2023-05-24 20:27:31,407 - ice00001 - [INFO] - [E:454| 200]: Train Loss:0.0017338, Val MRR:0.40266, ice00001 +2023-05-24 20:29:00,745 - ice00001 - [INFO] - [E:454| 300]: Train Loss:0.0017332, Val MRR:0.40266, ice00001 +2023-05-24 20:30:39,837 - ice00001 - [INFO] - [E:454| 400]: Train Loss:0.0017346, Val MRR:0.40266, ice00001 +2023-05-24 20:32:19,241 - ice00001 - [INFO] - [E:454| 500]: Train Loss:0.0017343, Val MRR:0.40266, ice00001 +2023-05-24 20:33:58,364 - ice00001 - [INFO] - [E:454| 600]: Train Loss:0.0017348, Val MRR:0.40266, ice00001 +2023-05-24 20:35:36,701 - ice00001 - [INFO] - [E:454| 700]: Train Loss:0.0017352, Val MRR:0.40266, ice00001 +2023-05-24 20:37:05,885 - ice00001 - [INFO] - [E:454| 800]: Train Loss:0.0017355, Val MRR:0.40266, ice00001 +2023-05-24 20:38:45,512 - ice00001 - [INFO] - [E:454| 900]: Train Loss:0.0017359, Val MRR:0.40266, ice00001 +2023-05-24 20:39:55,557 - ice00001 - [INFO] - [Epoch:454]: Training Loss:0.001736 + +2023-05-24 20:39:56,064 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 20:40:18,555 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 20:40:40,693 - ice00001 - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.42721, Head : 0.37844, Avg : 0.40282 + +2023-05-24 20:40:42,012 - ice00001 - [INFO] - [Epoch 454]: Training Loss: 0.0017358, Valid MRR: 0.40282, + + + +2023-05-24 20:40:43,221 - ice00001 - [INFO] - [E:455| 0]: Train Loss:0.0017469, Val MRR:0.40282, ice00001 +2023-05-24 20:42:21,973 - ice00001 - [INFO] - [E:455| 100]: Train Loss:0.0017273, Val MRR:0.40282, ice00001 +2023-05-24 20:44:01,549 - ice00001 - [INFO] - [E:455| 200]: Train Loss:0.0017306, Val MRR:0.40282, ice00001 +2023-05-24 20:45:31,452 - ice00001 - [INFO] - [E:455| 300]: Train Loss:0.0017315, Val MRR:0.40282, ice00001 +2023-05-24 20:47:11,850 - ice00001 - [INFO] - [E:455| 400]: Train Loss:0.0017332, Val MRR:0.40282, ice00001 +2023-05-24 20:48:52,011 - ice00001 - [INFO] - [E:455| 500]: Train Loss:0.0017337, Val MRR:0.40282, ice00001 +2023-05-24 20:50:32,041 - ice00001 - [INFO] - [E:455| 600]: Train Loss:0.0017347, Val MRR:0.40282, ice00001 +2023-05-24 20:52:11,655 - ice00001 - [INFO] - [E:455| 700]: Train Loss:0.0017347, Val MRR:0.40282, ice00001 +2023-05-24 20:53:40,961 - ice00001 - [INFO] - [E:455| 800]: Train Loss:0.0017353, Val MRR:0.40282, ice00001 +2023-05-24 20:55:20,433 - ice00001 - [INFO] - [E:455| 900]: Train Loss:0.0017355, Val MRR:0.40282, ice00001 +2023-05-24 20:56:30,798 - ice00001 - [INFO] - [Epoch:455]: Training Loss:0.001736 + +2023-05-24 20:56:31,268 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 20:56:53,753 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 20:57:17,684 - ice00001 - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.42546, Head : 0.37868, Avg : 0.40207 + +2023-05-24 20:57:18,435 - ice00001 - [INFO] - [Epoch 455]: Training Loss: 0.0017356, Valid MRR: 0.40282, + + + +2023-05-24 20:57:19,601 - ice00001 - [INFO] - [E:456| 0]: Train Loss:0.0017424, Val MRR:0.40282, ice00001 +2023-05-24 20:59:00,279 - ice00001 - [INFO] - [E:456| 100]: Train Loss:0.0017314, Val MRR:0.40282, ice00001 +2023-05-24 21:00:40,225 - ice00001 - [INFO] - [E:456| 200]: Train Loss:0.0017322, Val MRR:0.40282, ice00001 +2023-05-24 21:02:10,150 - ice00001 - [INFO] - [E:456| 300]: Train Loss:0.0017321, Val MRR:0.40282, ice00001 +2023-05-24 21:03:49,220 - ice00001 - [INFO] - [E:456| 400]: Train Loss:0.0017322, Val MRR:0.40282, ice00001 +2023-05-24 21:05:28,660 - ice00001 - [INFO] - [E:456| 500]: Train Loss:0.0017326, Val MRR:0.40282, ice00001 +2023-05-24 21:07:07,969 - ice00001 - [INFO] - [E:456| 600]: Train Loss:0.0017334, Val MRR:0.40282, ice00001 +2023-05-24 21:08:47,726 - ice00001 - [INFO] - [E:456| 700]: Train Loss:0.0017346, Val MRR:0.40282, ice00001 +2023-05-24 21:10:17,108 - ice00001 - [INFO] - [E:456| 800]: Train Loss:0.0017351, Val MRR:0.40282, ice00001 +2023-05-24 21:11:56,428 - ice00001 - [INFO] - [E:456| 900]: Train Loss:0.001735, Val MRR:0.40282, ice00001 +2023-05-24 21:13:06,891 - ice00001 - [INFO] - [Epoch:456]: Training Loss:0.001735 + +2023-05-24 21:13:07,272 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 21:13:29,803 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 21:13:52,121 - ice00001 - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.42737, Head : 0.37791, Avg : 0.40264 + +2023-05-24 21:13:52,121 - ice00001 - [INFO] - [Epoch 456]: Training Loss: 0.0017354, Valid MRR: 0.40282, + + + +2023-05-24 21:13:53,221 - ice00001 - [INFO] - [E:457| 0]: Train Loss:0.0017416, Val MRR:0.40282, ice00001 +2023-05-24 21:15:32,879 - ice00001 - [INFO] - [E:457| 100]: Train Loss:0.0017317, Val MRR:0.40282, ice00001 +2023-05-24 21:17:12,560 - ice00001 - [INFO] - [E:457| 200]: Train Loss:0.0017316, Val MRR:0.40282, ice00001 +2023-05-24 21:18:41,761 - ice00001 - [INFO] - [E:457| 300]: Train Loss:0.0017317, Val MRR:0.40282, ice00001 +2023-05-24 21:20:21,433 - ice00001 - [INFO] - [E:457| 400]: Train Loss:0.0017329, Val MRR:0.40282, ice00001 +2023-05-24 21:22:00,737 - ice00001 - [INFO] - [E:457| 500]: Train Loss:0.0017331, Val MRR:0.40282, ice00001 +2023-05-24 21:23:40,662 - ice00001 - [INFO] - [E:457| 600]: Train Loss:0.0017332, Val MRR:0.40282, ice00001 +2023-05-24 21:25:20,014 - ice00001 - [INFO] - [E:457| 700]: Train Loss:0.0017335, Val MRR:0.40282, ice00001 +2023-05-24 21:26:49,545 - ice00001 - [INFO] - [E:457| 800]: Train Loss:0.0017344, Val MRR:0.40282, ice00001 +2023-05-24 21:28:28,366 - ice00001 - [INFO] - [E:457| 900]: Train Loss:0.001735, Val MRR:0.40282, ice00001 +2023-05-24 21:29:38,045 - ice00001 - [INFO] - [Epoch:457]: Training Loss:0.001735 + +2023-05-24 21:29:38,518 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 21:30:00,691 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 21:30:23,050 - ice00001 - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.42637, Head : 0.37756, Avg : 0.40196 + +2023-05-24 21:30:23,050 - ice00001 - [INFO] - [Epoch 457]: Training Loss: 0.0017353, Valid MRR: 0.40282, + + + +2023-05-24 21:30:24,120 - ice00001 - [INFO] - [E:458| 0]: Train Loss:0.0017485, Val MRR:0.40282, ice00001 +2023-05-24 21:32:03,375 - ice00001 - [INFO] - [E:458| 100]: Train Loss:0.0017311, Val MRR:0.40282, ice00001 +2023-05-24 21:33:42,786 - ice00001 - [INFO] - [E:458| 200]: Train Loss:0.0017306, Val MRR:0.40282, ice00001 +2023-05-24 21:35:12,587 - ice00001 - [INFO] - [E:458| 300]: Train Loss:0.0017324, Val MRR:0.40282, ice00001 +2023-05-24 21:36:53,026 - ice00001 - [INFO] - [E:458| 400]: Train Loss:0.0017329, Val MRR:0.40282, ice00001 +2023-05-24 21:38:33,087 - ice00001 - [INFO] - [E:458| 500]: Train Loss:0.0017329, Val MRR:0.40282, ice00001 +2023-05-24 21:40:13,178 - ice00001 - [INFO] - [E:458| 600]: Train Loss:0.0017334, Val MRR:0.40282, ice00001 +2023-05-24 21:41:52,553 - ice00001 - [INFO] - [E:458| 700]: Train Loss:0.0017344, Val MRR:0.40282, ice00001 +2023-05-24 21:43:23,402 - ice00001 - [INFO] - [E:458| 800]: Train Loss:0.0017343, Val MRR:0.40282, ice00001 +2023-05-24 21:45:03,057 - ice00001 - [INFO] - [E:458| 900]: Train Loss:0.0017348, Val MRR:0.40282, ice00001 +2023-05-24 21:46:12,968 - ice00001 - [INFO] - [Epoch:458]: Training Loss:0.001735 + +2023-05-24 21:46:13,423 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 21:46:35,888 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 21:46:58,544 - ice00001 - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.42626, Head : 0.37762, Avg : 0.40194 + +2023-05-24 21:46:58,544 - ice00001 - [INFO] - [Epoch 458]: Training Loss: 0.0017351, Valid MRR: 0.40282, + + + +2023-05-24 21:46:59,535 - ice00001 - [INFO] - [E:459| 0]: Train Loss:0.0017356, Val MRR:0.40282, ice00001 +2023-05-24 21:48:39,515 - ice00001 - [INFO] - [E:459| 100]: Train Loss:0.0017309, Val MRR:0.40282, ice00001 +2023-05-24 21:50:18,884 - ice00001 - [INFO] - [E:459| 200]: Train Loss:0.0017322, Val MRR:0.40282, ice00001 +2023-05-24 21:51:49,029 - ice00001 - [INFO] - [E:459| 300]: Train Loss:0.0017308, Val MRR:0.40282, ice00001 +2023-05-24 21:53:27,831 - ice00001 - [INFO] - [E:459| 400]: Train Loss:0.0017311, Val MRR:0.40282, ice00001 +2023-05-24 21:55:07,434 - ice00001 - [INFO] - [E:459| 500]: Train Loss:0.0017321, Val MRR:0.40282, ice00001 +2023-05-24 21:56:47,260 - ice00001 - [INFO] - [E:459| 600]: Train Loss:0.0017327, Val MRR:0.40282, ice00001 +2023-05-24 21:58:27,235 - ice00001 - [INFO] - [E:459| 700]: Train Loss:0.0017332, Val MRR:0.40282, ice00001 +2023-05-24 21:59:56,418 - ice00001 - [INFO] - [E:459| 800]: Train Loss:0.0017336, Val MRR:0.40282, ice00001 +2023-05-24 22:01:35,837 - ice00001 - [INFO] - [E:459| 900]: Train Loss:0.0017337, Val MRR:0.40282, ice00001 +2023-05-24 22:02:45,947 - ice00001 - [INFO] - [Epoch:459]: Training Loss:0.001734 + +2023-05-24 22:02:46,452 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 22:03:08,990 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 22:03:31,510 - ice00001 - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.42525, Head : 0.3764, Avg : 0.40083 + MR: Tail : 365.3, Head : 376.5, Avg : 370.9 + Hit-1: Tail : 0.31582, Head : 0.2686, Avg : 0.29221 + Hit-3: Tail : 0.47991, Head : 0.42299, Avg : 0.45145 + Hit-10: Tail : 0.63515, Head : 0.59194, Avg : 0.61355 +2023-05-24 22:03:31,510 - ice00001 - [INFO] - [Epoch 459]: Training Loss: 0.0017343, Valid MRR: 0.40282, + + + +2023-05-24 22:03:32,308 - ice00001 - [INFO] - [E:460| 0]: Train Loss:0.0017225, Val MRR:0.40282, ice00001 +2023-05-24 22:05:12,116 - ice00001 - [INFO] - [E:460| 100]: Train Loss:0.0017295, Val MRR:0.40282, ice00001 +2023-05-24 22:06:51,666 - ice00001 - [INFO] - [E:460| 200]: Train Loss:0.0017312, Val MRR:0.40282, ice00001 +2023-05-24 22:08:21,335 - ice00001 - [INFO] - [E:460| 300]: Train Loss:0.0017323, Val MRR:0.40282, ice00001 +2023-05-24 22:10:01,326 - ice00001 - [INFO] - [E:460| 400]: Train Loss:0.0017321, Val MRR:0.40282, ice00001 +2023-05-24 22:11:40,759 - ice00001 - [INFO] - [E:460| 500]: Train Loss:0.0017325, Val MRR:0.40282, ice00001 +2023-05-24 22:13:20,371 - ice00001 - [INFO] - [E:460| 600]: Train Loss:0.0017331, Val MRR:0.40282, ice00001 +2023-05-24 22:15:00,415 - ice00001 - [INFO] - [E:460| 700]: Train Loss:0.0017332, Val MRR:0.40282, ice00001 +2023-05-24 22:16:31,162 - ice00001 - [INFO] - [E:460| 800]: Train Loss:0.0017338, Val MRR:0.40282, ice00001 +2023-05-24 22:18:09,562 - ice00001 - [INFO] - [E:460| 900]: Train Loss:0.001734, Val MRR:0.40282, ice00001 +2023-05-24 22:19:19,589 - ice00001 - [INFO] - [Epoch:460]: Training Loss:0.001734 + +2023-05-24 22:19:19,912 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 22:19:42,599 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 22:20:05,150 - ice00001 - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.42501, Head : 0.3778, Avg : 0.40141 + +2023-05-24 22:20:05,150 - ice00001 - [INFO] - [Epoch 460]: Training Loss: 0.0017341, Valid MRR: 0.40282, + + + +2023-05-24 22:20:06,229 - ice00001 - [INFO] - [E:461| 0]: Train Loss:0.0017664, Val MRR:0.40282, ice00001 +2023-05-24 22:21:45,447 - ice00001 - [INFO] - [E:461| 100]: Train Loss:0.001732, Val MRR:0.40282, ice00001 +2023-05-24 22:23:24,623 - ice00001 - [INFO] - [E:461| 200]: Train Loss:0.0017328, Val MRR:0.40282, ice00001 +2023-05-24 22:24:54,260 - ice00001 - [INFO] - [E:461| 300]: Train Loss:0.0017336, Val MRR:0.40282, ice00001 +2023-05-24 22:26:33,530 - ice00001 - [INFO] - [E:461| 400]: Train Loss:0.0017333, Val MRR:0.40282, ice00001 +2023-05-24 22:28:12,649 - ice00001 - [INFO] - [E:461| 500]: Train Loss:0.0017331, Val MRR:0.40282, ice00001 +2023-05-24 22:29:53,340 - ice00001 - [INFO] - [E:461| 600]: Train Loss:0.0017336, Val MRR:0.40282, ice00001 +2023-05-24 22:31:32,956 - ice00001 - [INFO] - [E:461| 700]: Train Loss:0.0017339, Val MRR:0.40282, ice00001 +2023-05-24 22:33:07,997 - ice00001 - [INFO] - [E:461| 800]: Train Loss:0.0017335, Val MRR:0.40282, ice00001 +2023-05-24 22:34:42,061 - ice00001 - [INFO] - [E:461| 900]: Train Loss:0.0017334, Val MRR:0.40282, ice00001 +2023-05-24 22:35:52,281 - ice00001 - [INFO] - [Epoch:461]: Training Loss:0.001734 + +2023-05-24 22:35:52,601 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 22:36:15,217 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 22:36:37,973 - ice00001 - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.42472, Head : 0.37672, Avg : 0.40072 + +2023-05-24 22:36:37,973 - ice00001 - [INFO] - [Epoch 461]: Training Loss: 0.0017338, Valid MRR: 0.40282, + + + +2023-05-24 22:36:38,842 - ice00001 - [INFO] - [E:462| 0]: Train Loss:0.0017436, Val MRR:0.40282, ice00001 +2023-05-24 22:38:18,961 - ice00001 - [INFO] - [E:462| 100]: Train Loss:0.0017319, Val MRR:0.40282, ice00001 +2023-05-24 22:39:58,550 - ice00001 - [INFO] - [E:462| 200]: Train Loss:0.0017296, Val MRR:0.40282, ice00001 +2023-05-24 22:41:30,374 - ice00001 - [INFO] - [E:462| 300]: Train Loss:0.00173, Val MRR:0.40282, ice00001 +2023-05-24 22:43:08,050 - ice00001 - [INFO] - [E:462| 400]: Train Loss:0.0017316, Val MRR:0.40282, ice00001 +2023-05-24 22:44:47,907 - ice00001 - [INFO] - [E:462| 500]: Train Loss:0.0017318, Val MRR:0.40282, ice00001 +2023-05-24 22:46:27,673 - ice00001 - [INFO] - [E:462| 600]: Train Loss:0.0017316, Val MRR:0.40282, ice00001 +2023-05-24 22:48:07,964 - ice00001 - [INFO] - [E:462| 700]: Train Loss:0.0017322, Val MRR:0.40282, ice00001 +2023-05-24 22:49:43,974 - ice00001 - [INFO] - [E:462| 800]: Train Loss:0.0017331, Val MRR:0.40282, ice00001 +2023-05-24 22:51:16,798 - ice00001 - [INFO] - [E:462| 900]: Train Loss:0.0017333, Val MRR:0.40282, ice00001 +2023-05-24 22:52:26,434 - ice00001 - [INFO] - [Epoch:462]: Training Loss:0.001733 + +2023-05-24 22:52:26,802 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 22:52:49,730 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 22:53:12,073 - ice00001 - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.42679, Head : 0.37726, Avg : 0.40202 + +2023-05-24 22:53:12,073 - ice00001 - [INFO] - [Epoch 462]: Training Loss: 0.0017333, Valid MRR: 0.40282, + + + +2023-05-24 22:53:13,232 - ice00001 - [INFO] - [E:463| 0]: Train Loss:0.0016886, Val MRR:0.40282, ice00001 +2023-05-24 22:54:52,954 - ice00001 - [INFO] - [E:463| 100]: Train Loss:0.0017239, Val MRR:0.40282, ice00001 +2023-05-24 22:56:33,427 - ice00001 - [INFO] - [E:463| 200]: Train Loss:0.0017275, Val MRR:0.40282, ice00001 +2023-05-24 22:58:06,936 - ice00001 - [INFO] - [E:463| 300]: Train Loss:0.0017293, Val MRR:0.40282, ice00001 +2023-05-24 22:59:42,359 - ice00001 - [INFO] - [E:463| 400]: Train Loss:0.0017306, Val MRR:0.40282, ice00001 +2023-05-24 23:01:21,179 - ice00001 - [INFO] - [E:463| 500]: Train Loss:0.0017309, Val MRR:0.40282, ice00001 +2023-05-24 23:03:00,639 - ice00001 - [INFO] - [E:463| 600]: Train Loss:0.001731, Val MRR:0.40282, ice00001 +2023-05-24 23:04:39,713 - ice00001 - [INFO] - [E:463| 700]: Train Loss:0.0017319, Val MRR:0.40282, ice00001 +2023-05-24 23:06:16,294 - ice00001 - [INFO] - [E:463| 800]: Train Loss:0.0017318, Val MRR:0.40282, ice00001 +2023-05-24 23:07:48,369 - ice00001 - [INFO] - [E:463| 900]: Train Loss:0.0017325, Val MRR:0.40282, ice00001 +2023-05-24 23:08:58,689 - ice00001 - [INFO] - [Epoch:463]: Training Loss:0.001733 + +2023-05-24 23:08:58,945 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 23:09:21,376 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 23:09:43,793 - ice00001 - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.42578, Head : 0.37694, Avg : 0.40136 + +2023-05-24 23:09:43,793 - ice00001 - [INFO] - [Epoch 463]: Training Loss: 0.0017332, Valid MRR: 0.40282, + + + +2023-05-24 23:09:44,942 - ice00001 - [INFO] - [E:464| 0]: Train Loss:0.0017657, Val MRR:0.40282, ice00001 +2023-05-24 23:11:24,579 - ice00001 - [INFO] - [E:464| 100]: Train Loss:0.0017243, Val MRR:0.40282, ice00001 +2023-05-24 23:13:03,927 - ice00001 - [INFO] - [E:464| 200]: Train Loss:0.0017287, Val MRR:0.40282, ice00001 +2023-05-24 23:14:37,480 - ice00001 - [INFO] - [E:464| 300]: Train Loss:0.0017293, Val MRR:0.40282, ice00001 +2023-05-24 23:16:14,558 - ice00001 - [INFO] - [E:464| 400]: Train Loss:0.0017299, Val MRR:0.40282, ice00001 +2023-05-24 23:17:54,034 - ice00001 - [INFO] - [E:464| 500]: Train Loss:0.0017303, Val MRR:0.40282, ice00001 +2023-05-24 23:19:33,161 - ice00001 - [INFO] - [E:464| 600]: Train Loss:0.0017302, Val MRR:0.40282, ice00001 +2023-05-24 23:21:12,826 - ice00001 - [INFO] - [E:464| 700]: Train Loss:0.001731, Val MRR:0.40282, ice00001 +2023-05-24 23:22:51,949 - ice00001 - [INFO] - [E:464| 800]: Train Loss:0.0017316, Val MRR:0.40282, ice00001 +2023-05-24 23:24:20,986 - ice00001 - [INFO] - [E:464| 900]: Train Loss:0.0017322, Val MRR:0.40282, ice00001 +2023-05-24 23:25:31,182 - ice00001 - [INFO] - [Epoch:464]: Training Loss:0.001733 + +2023-05-24 23:25:31,663 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 23:25:53,810 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 23:26:16,361 - ice00001 - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.42714, Head : 0.37805, Avg : 0.4026 + +2023-05-24 23:26:16,361 - ice00001 - [INFO] - [Epoch 464]: Training Loss: 0.0017329, Valid MRR: 0.40282, + + + +2023-05-24 23:26:17,278 - ice00001 - [INFO] - [E:465| 0]: Train Loss:0.0017626, Val MRR:0.40282, ice00001 +2023-05-24 23:27:56,262 - ice00001 - [INFO] - [E:465| 100]: Train Loss:0.0017249, Val MRR:0.40282, ice00001 +2023-05-24 23:29:35,221 - ice00001 - [INFO] - [E:465| 200]: Train Loss:0.0017257, Val MRR:0.40282, ice00001 +2023-05-24 23:31:12,911 - ice00001 - [INFO] - [E:465| 300]: Train Loss:0.0017274, Val MRR:0.40282, ice00001 +2023-05-24 23:32:43,948 - ice00001 - [INFO] - [E:465| 400]: Train Loss:0.0017269, Val MRR:0.40282, ice00001 +2023-05-24 23:34:23,426 - ice00001 - [INFO] - [E:465| 500]: Train Loss:0.0017285, Val MRR:0.40282, ice00001 +2023-05-24 23:36:02,583 - ice00001 - [INFO] - [E:465| 600]: Train Loss:0.00173, Val MRR:0.40282, ice00001 +2023-05-24 23:37:42,087 - ice00001 - [INFO] - [E:465| 700]: Train Loss:0.0017313, Val MRR:0.40282, ice00001 +2023-05-24 23:39:21,445 - ice00001 - [INFO] - [E:465| 800]: Train Loss:0.001732, Val MRR:0.40282, ice00001 +2023-05-24 23:40:50,598 - ice00001 - [INFO] - [E:465| 900]: Train Loss:0.0017324, Val MRR:0.40282, ice00001 +2023-05-24 23:42:00,691 - ice00001 - [INFO] - [Epoch:465]: Training Loss:0.001733 + +2023-05-24 23:42:01,182 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 23:42:23,521 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 23:42:46,223 - ice00001 - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.4262, Head : 0.37843, Avg : 0.40231 + +2023-05-24 23:42:46,224 - ice00001 - [INFO] - [Epoch 465]: Training Loss: 0.0017326, Valid MRR: 0.40282, + + + +2023-05-24 23:42:47,151 - ice00001 - [INFO] - [E:466| 0]: Train Loss:0.0017269, Val MRR:0.40282, ice00001 +2023-05-24 23:44:26,928 - ice00001 - [INFO] - [E:466| 100]: Train Loss:0.0017277, Val MRR:0.40282, ice00001 +2023-05-24 23:46:06,118 - ice00001 - [INFO] - [E:466| 200]: Train Loss:0.0017286, Val MRR:0.40282, ice00001 +2023-05-24 23:47:44,871 - ice00001 - [INFO] - [E:466| 300]: Train Loss:0.0017285, Val MRR:0.40282, ice00001 +2023-05-24 23:49:15,071 - ice00001 - [INFO] - [E:466| 400]: Train Loss:0.0017284, Val MRR:0.40282, ice00001 +2023-05-24 23:50:54,346 - ice00001 - [INFO] - [E:466| 500]: Train Loss:0.0017302, Val MRR:0.40282, ice00001 +2023-05-24 23:52:33,636 - ice00001 - [INFO] - [E:466| 600]: Train Loss:0.0017308, Val MRR:0.40282, ice00001 +2023-05-24 23:54:12,410 - ice00001 - [INFO] - [E:466| 700]: Train Loss:0.0017316, Val MRR:0.40282, ice00001 +2023-05-24 23:55:51,027 - ice00001 - [INFO] - [E:466| 800]: Train Loss:0.0017315, Val MRR:0.40282, ice00001 +2023-05-24 23:57:20,186 - ice00001 - [INFO] - [E:466| 900]: Train Loss:0.001732, Val MRR:0.40282, ice00001 +2023-05-24 23:58:30,091 - ice00001 - [INFO] - [Epoch:466]: Training Loss:0.001732 + +2023-05-24 23:58:30,477 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-24 23:58:52,799 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-24 23:59:14,898 - ice00001 - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.4244, Head : 0.37692, Avg : 0.40066 + +2023-05-24 23:59:14,898 - ice00001 - [INFO] - [Epoch 466]: Training Loss: 0.0017321, Valid MRR: 0.40282, + + + +2023-05-24 23:59:15,991 - ice00001 - [INFO] - [E:467| 0]: Train Loss:0.0017386, Val MRR:0.40282, ice00001 +2023-05-25 00:00:54,882 - ice00001 - [INFO] - [E:467| 100]: Train Loss:0.0017245, Val MRR:0.40282, ice00001 +2023-05-25 00:02:36,326 - ice00001 - [INFO] - [E:467| 200]: Train Loss:0.0017268, Val MRR:0.40282, ice00001 +2023-05-25 00:04:15,512 - ice00001 - [INFO] - [E:467| 300]: Train Loss:0.0017281, Val MRR:0.40282, ice00001 +2023-05-25 00:05:44,804 - ice00001 - [INFO] - [E:467| 400]: Train Loss:0.0017297, Val MRR:0.40282, ice00001 +2023-05-25 00:07:24,460 - ice00001 - [INFO] - [E:467| 500]: Train Loss:0.001731, Val MRR:0.40282, ice00001 +2023-05-25 00:09:03,297 - ice00001 - [INFO] - [E:467| 600]: Train Loss:0.0017314, Val MRR:0.40282, ice00001 +2023-05-25 00:10:42,741 - ice00001 - [INFO] - [E:467| 700]: Train Loss:0.0017315, Val MRR:0.40282, ice00001 +2023-05-25 00:12:23,026 - ice00001 - [INFO] - [E:467| 800]: Train Loss:0.0017321, Val MRR:0.40282, ice00001 +2023-05-25 00:13:52,309 - ice00001 - [INFO] - [E:467| 900]: Train Loss:0.001732, Val MRR:0.40282, ice00001 +2023-05-25 00:15:01,224 - ice00001 - [INFO] - [Epoch:467]: Training Loss:0.001732 + +2023-05-25 00:15:01,612 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 00:15:24,131 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 00:15:46,315 - ice00001 - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.42553, Head : 0.37773, Avg : 0.40163 + +2023-05-25 00:15:46,315 - ice00001 - [INFO] - [Epoch 467]: Training Loss: 0.0017323, Valid MRR: 0.40282, + + + +2023-05-25 00:15:47,400 - ice00001 - [INFO] - [E:468| 0]: Train Loss:0.0017266, Val MRR:0.40282, ice00001 +2023-05-25 00:17:26,401 - ice00001 - [INFO] - [E:468| 100]: Train Loss:0.0017268, Val MRR:0.40282, ice00001 +2023-05-25 00:19:05,891 - ice00001 - [INFO] - [E:468| 200]: Train Loss:0.001729, Val MRR:0.40282, ice00001 +2023-05-25 00:20:44,964 - ice00001 - [INFO] - [E:468| 300]: Train Loss:0.0017289, Val MRR:0.40282, ice00001 +2023-05-25 00:22:14,486 - ice00001 - [INFO] - [E:468| 400]: Train Loss:0.0017292, Val MRR:0.40282, ice00001 +2023-05-25 00:23:54,359 - ice00001 - [INFO] - [E:468| 500]: Train Loss:0.0017294, Val MRR:0.40282, ice00001 +2023-05-25 00:25:34,462 - ice00001 - [INFO] - [E:468| 600]: Train Loss:0.0017292, Val MRR:0.40282, ice00001 +2023-05-25 00:27:15,000 - ice00001 - [INFO] - [E:468| 700]: Train Loss:0.0017301, Val MRR:0.40282, ice00001 +2023-05-25 00:28:55,125 - ice00001 - [INFO] - [E:468| 800]: Train Loss:0.0017308, Val MRR:0.40282, ice00001 +2023-05-25 00:30:25,021 - ice00001 - [INFO] - [E:468| 900]: Train Loss:0.0017314, Val MRR:0.40282, ice00001 +2023-05-25 00:31:34,359 - ice00001 - [INFO] - [Epoch:468]: Training Loss:0.001732 + +2023-05-25 00:31:34,695 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 00:31:57,627 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 00:32:19,592 - ice00001 - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.42614, Head : 0.37765, Avg : 0.40189 + +2023-05-25 00:32:19,592 - ice00001 - [INFO] - [Epoch 468]: Training Loss: 0.0017318, Valid MRR: 0.40282, + + + +2023-05-25 00:32:20,756 - ice00001 - [INFO] - [E:469| 0]: Train Loss:0.0017289, Val MRR:0.40282, ice00001 +2023-05-25 00:33:59,892 - ice00001 - [INFO] - [E:469| 100]: Train Loss:0.0017263, Val MRR:0.40282, ice00001 +2023-05-25 00:35:39,610 - ice00001 - [INFO] - [E:469| 200]: Train Loss:0.0017283, Val MRR:0.40282, ice00001 +2023-05-25 00:37:19,681 - ice00001 - [INFO] - [E:469| 300]: Train Loss:0.0017299, Val MRR:0.40282, ice00001 +2023-05-25 00:38:48,799 - ice00001 - [INFO] - [E:469| 400]: Train Loss:0.0017294, Val MRR:0.40282, ice00001 +2023-05-25 00:40:27,979 - ice00001 - [INFO] - [E:469| 500]: Train Loss:0.0017298, Val MRR:0.40282, ice00001 +2023-05-25 00:42:08,019 - ice00001 - [INFO] - [E:469| 600]: Train Loss:0.0017299, Val MRR:0.40282, ice00001 +2023-05-25 00:43:47,116 - ice00001 - [INFO] - [E:469| 700]: Train Loss:0.0017297, Val MRR:0.40282, ice00001 +2023-05-25 00:45:26,650 - ice00001 - [INFO] - [E:469| 800]: Train Loss:0.0017305, Val MRR:0.40282, ice00001 +2023-05-25 00:46:55,982 - ice00001 - [INFO] - [E:469| 900]: Train Loss:0.0017311, Val MRR:0.40282, ice00001 +2023-05-25 00:48:07,559 - ice00001 - [INFO] - [Epoch:469]: Training Loss:0.001731 + +2023-05-25 00:48:07,814 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 00:48:30,360 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 00:48:52,536 - ice00001 - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.4237, Head : 0.37652, Avg : 0.40011 + MR: Tail : 373.62, Head : 383.16, Avg : 378.39 + Hit-1: Tail : 0.31484, Head : 0.26848, Avg : 0.29166 + Hit-3: Tail : 0.47906, Head : 0.42566, Avg : 0.45236 + Hit-10: Tail : 0.63236, Head : 0.59158, Avg : 0.61197 +2023-05-25 00:48:52,536 - ice00001 - [INFO] - [Epoch 469]: Training Loss: 0.0017311, Valid MRR: 0.40282, + + + +2023-05-25 00:48:53,672 - ice00001 - [INFO] - [E:470| 0]: Train Loss:0.0016994, Val MRR:0.40282, ice00001 +2023-05-25 00:50:33,331 - ice00001 - [INFO] - [E:470| 100]: Train Loss:0.0017283, Val MRR:0.40282, ice00001 +2023-05-25 00:52:12,932 - ice00001 - [INFO] - [E:470| 200]: Train Loss:0.0017288, Val MRR:0.40282, ice00001 +2023-05-25 00:53:52,177 - ice00001 - [INFO] - [E:470| 300]: Train Loss:0.001729, Val MRR:0.40282, ice00001 +2023-05-25 00:55:21,770 - ice00001 - [INFO] - [E:470| 400]: Train Loss:0.0017288, Val MRR:0.40282, ice00001 +2023-05-25 00:57:00,977 - ice00001 - [INFO] - [E:470| 500]: Train Loss:0.0017287, Val MRR:0.40282, ice00001 +2023-05-25 00:58:40,306 - ice00001 - [INFO] - [E:470| 600]: Train Loss:0.001729, Val MRR:0.40282, ice00001 +2023-05-25 01:00:19,474 - ice00001 - [INFO] - [E:470| 700]: Train Loss:0.0017295, Val MRR:0.40282, ice00001 +2023-05-25 01:01:58,548 - ice00001 - [INFO] - [E:470| 800]: Train Loss:0.0017301, Val MRR:0.40282, ice00001 +2023-05-25 01:03:27,986 - ice00001 - [INFO] - [E:470| 900]: Train Loss:0.0017309, Val MRR:0.40282, ice00001 +2023-05-25 01:04:37,019 - ice00001 - [INFO] - [Epoch:470]: Training Loss:0.001731 + +2023-05-25 01:04:37,435 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 01:05:00,030 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 01:05:22,333 - ice00001 - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.42637, Head : 0.3774, Avg : 0.40188 + +2023-05-25 01:05:22,333 - ice00001 - [INFO] - [Epoch 470]: Training Loss: 0.0017312, Valid MRR: 0.40282, + + + +2023-05-25 01:05:23,483 - ice00001 - [INFO] - [E:471| 0]: Train Loss:0.0017504, Val MRR:0.40282, ice00001 +2023-05-25 01:07:02,877 - ice00001 - [INFO] - [E:471| 100]: Train Loss:0.0017299, Val MRR:0.40282, ice00001 +2023-05-25 01:08:42,627 - ice00001 - [INFO] - [E:471| 200]: Train Loss:0.0017304, Val MRR:0.40282, ice00001 +2023-05-25 01:10:22,102 - ice00001 - [INFO] - [E:471| 300]: Train Loss:0.0017313, Val MRR:0.40282, ice00001 +2023-05-25 01:11:51,074 - ice00001 - [INFO] - [E:471| 400]: Train Loss:0.0017305, Val MRR:0.40282, ice00001 +2023-05-25 01:13:30,164 - ice00001 - [INFO] - [E:471| 500]: Train Loss:0.0017302, Val MRR:0.40282, ice00001 +2023-05-25 01:15:09,123 - ice00001 - [INFO] - [E:471| 600]: Train Loss:0.0017302, Val MRR:0.40282, ice00001 +2023-05-25 01:16:48,307 - ice00001 - [INFO] - [E:471| 700]: Train Loss:0.0017305, Val MRR:0.40282, ice00001 +2023-05-25 01:18:27,001 - ice00001 - [INFO] - [E:471| 800]: Train Loss:0.0017308, Val MRR:0.40282, ice00001 +2023-05-25 01:19:55,419 - ice00001 - [INFO] - [E:471| 900]: Train Loss:0.0017312, Val MRR:0.40282, ice00001 +2023-05-25 01:21:04,334 - ice00001 - [INFO] - [Epoch:471]: Training Loss:0.001731 + +2023-05-25 01:21:04,588 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 01:21:26,914 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 01:21:49,164 - ice00001 - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.42507, Head : 0.37565, Avg : 0.40036 + +2023-05-25 01:21:49,164 - ice00001 - [INFO] - [Epoch 471]: Training Loss: 0.0017313, Valid MRR: 0.40282, + + + +2023-05-25 01:21:50,295 - ice00001 - [INFO] - [E:472| 0]: Train Loss:0.0017145, Val MRR:0.40282, ice00001 +2023-05-25 01:23:29,163 - ice00001 - [INFO] - [E:472| 100]: Train Loss:0.0017263, Val MRR:0.40282, ice00001 +2023-05-25 01:25:08,671 - ice00001 - [INFO] - [E:472| 200]: Train Loss:0.0017265, Val MRR:0.40282, ice00001 +2023-05-25 01:26:47,167 - ice00001 - [INFO] - [E:472| 300]: Train Loss:0.0017259, Val MRR:0.40282, ice00001 +2023-05-25 01:28:16,017 - ice00001 - [INFO] - [E:472| 400]: Train Loss:0.0017263, Val MRR:0.40282, ice00001 +2023-05-25 01:29:55,222 - ice00001 - [INFO] - [E:472| 500]: Train Loss:0.0017265, Val MRR:0.40282, ice00001 +2023-05-25 01:31:34,258 - ice00001 - [INFO] - [E:472| 600]: Train Loss:0.0017272, Val MRR:0.40282, ice00001 +2023-05-25 01:33:15,267 - ice00001 - [INFO] - [E:472| 700]: Train Loss:0.0017287, Val MRR:0.40282, ice00001 +2023-05-25 01:34:54,654 - ice00001 - [INFO] - [E:472| 800]: Train Loss:0.0017302, Val MRR:0.40282, ice00001 +2023-05-25 01:36:24,116 - ice00001 - [INFO] - [E:472| 900]: Train Loss:0.0017305, Val MRR:0.40282, ice00001 +2023-05-25 01:37:34,170 - ice00001 - [INFO] - [Epoch:472]: Training Loss:0.001731 + +2023-05-25 01:37:34,516 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 01:37:56,977 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 01:38:19,362 - ice00001 - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.42608, Head : 0.37747, Avg : 0.40177 + +2023-05-25 01:38:19,362 - ice00001 - [INFO] - [Epoch 472]: Training Loss: 0.0017306, Valid MRR: 0.40282, + + + +2023-05-25 01:38:20,256 - ice00001 - [INFO] - [E:473| 0]: Train Loss:0.0017134, Val MRR:0.40282, ice00001 +2023-05-25 01:39:59,460 - ice00001 - [INFO] - [E:473| 100]: Train Loss:0.0017282, Val MRR:0.40282, ice00001 +2023-05-25 01:41:39,059 - ice00001 - [INFO] - [E:473| 200]: Train Loss:0.0017281, Val MRR:0.40282, ice00001 +2023-05-25 01:43:18,494 - ice00001 - [INFO] - [E:473| 300]: Train Loss:0.0017288, Val MRR:0.40282, ice00001 +2023-05-25 01:44:47,722 - ice00001 - [INFO] - [E:473| 400]: Train Loss:0.0017287, Val MRR:0.40282, ice00001 +2023-05-25 01:46:27,221 - ice00001 - [INFO] - [E:473| 500]: Train Loss:0.0017278, Val MRR:0.40282, ice00001 +2023-05-25 01:48:06,260 - ice00001 - [INFO] - [E:473| 600]: Train Loss:0.0017284, Val MRR:0.40282, ice00001 +2023-05-25 01:49:45,504 - ice00001 - [INFO] - [E:473| 700]: Train Loss:0.001728, Val MRR:0.40282, ice00001 +2023-05-25 01:51:24,967 - ice00001 - [INFO] - [E:473| 800]: Train Loss:0.0017285, Val MRR:0.40282, ice00001 +2023-05-25 01:52:54,178 - ice00001 - [INFO] - [E:473| 900]: Train Loss:0.0017296, Val MRR:0.40282, ice00001 +2023-05-25 01:54:04,253 - ice00001 - [INFO] - [Epoch:473]: Training Loss:0.00173 + +2023-05-25 01:54:04,710 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 01:54:27,023 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 01:54:49,173 - ice00001 - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.42532, Head : 0.37805, Avg : 0.40169 + +2023-05-25 01:54:49,173 - ice00001 - [INFO] - [Epoch 473]: Training Loss: 0.0017299, Valid MRR: 0.40282, + + + +2023-05-25 01:54:50,118 - ice00001 - [INFO] - [E:474| 0]: Train Loss:0.0017011, Val MRR:0.40282, ice00001 +2023-05-25 01:56:29,871 - ice00001 - [INFO] - [E:474| 100]: Train Loss:0.0017254, Val MRR:0.40282, ice00001 +2023-05-25 01:58:09,686 - ice00001 - [INFO] - [E:474| 200]: Train Loss:0.0017253, Val MRR:0.40282, ice00001 +2023-05-25 01:59:49,060 - ice00001 - [INFO] - [E:474| 300]: Train Loss:0.0017267, Val MRR:0.40282, ice00001 +2023-05-25 02:01:18,631 - ice00001 - [INFO] - [E:474| 400]: Train Loss:0.0017268, Val MRR:0.40282, ice00001 +2023-05-25 02:02:57,708 - ice00001 - [INFO] - [E:474| 500]: Train Loss:0.0017273, Val MRR:0.40282, ice00001 +2023-05-25 02:04:36,820 - ice00001 - [INFO] - [E:474| 600]: Train Loss:0.0017274, Val MRR:0.40282, ice00001 +2023-05-25 02:06:15,734 - ice00001 - [INFO] - [E:474| 700]: Train Loss:0.0017284, Val MRR:0.40282, ice00001 +2023-05-25 02:07:54,764 - ice00001 - [INFO] - [E:474| 800]: Train Loss:0.0017291, Val MRR:0.40282, ice00001 +2023-05-25 02:09:23,921 - ice00001 - [INFO] - [E:474| 900]: Train Loss:0.0017292, Val MRR:0.40282, ice00001 +2023-05-25 02:10:33,331 - ice00001 - [INFO] - [Epoch:474]: Training Loss:0.00173 + +2023-05-25 02:10:33,821 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 02:10:55,990 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 02:11:17,901 - ice00001 - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.42698, Head : 0.37819, Avg : 0.40259 + +2023-05-25 02:11:17,901 - ice00001 - [INFO] - [Epoch 474]: Training Loss: 0.00173, Valid MRR: 0.40282, + + + +2023-05-25 02:11:18,908 - ice00001 - [INFO] - [E:475| 0]: Train Loss:0.0017407, Val MRR:0.40282, ice00001 +2023-05-25 02:12:57,724 - ice00001 - [INFO] - [E:475| 100]: Train Loss:0.0017276, Val MRR:0.40282, ice00001 +2023-05-25 02:14:37,349 - ice00001 - [INFO] - [E:475| 200]: Train Loss:0.001726, Val MRR:0.40282, ice00001 +2023-05-25 02:16:16,666 - ice00001 - [INFO] - [E:475| 300]: Train Loss:0.0017271, Val MRR:0.40282, ice00001 +2023-05-25 02:17:45,994 - ice00001 - [INFO] - [E:475| 400]: Train Loss:0.0017274, Val MRR:0.40282, ice00001 +2023-05-25 02:19:27,499 - ice00001 - [INFO] - [E:475| 500]: Train Loss:0.0017275, Val MRR:0.40282, ice00001 +2023-05-25 02:21:07,212 - ice00001 - [INFO] - [E:475| 600]: Train Loss:0.0017277, Val MRR:0.40282, ice00001 +2023-05-25 02:22:46,598 - ice00001 - [INFO] - [E:475| 700]: Train Loss:0.001728, Val MRR:0.40282, ice00001 +2023-05-25 02:24:25,406 - ice00001 - [INFO] - [E:475| 800]: Train Loss:0.0017289, Val MRR:0.40282, ice00001 +2023-05-25 02:25:54,780 - ice00001 - [INFO] - [E:475| 900]: Train Loss:0.0017291, Val MRR:0.40282, ice00001 +2023-05-25 02:27:04,205 - ice00001 - [INFO] - [Epoch:475]: Training Loss:0.001729 + +2023-05-25 02:27:04,588 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 02:27:27,015 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 02:27:49,284 - ice00001 - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.42654, Head : 0.37756, Avg : 0.40205 + +2023-05-25 02:27:49,284 - ice00001 - [INFO] - [Epoch 475]: Training Loss: 0.0017292, Valid MRR: 0.40282, + + + +2023-05-25 02:27:50,125 - ice00001 - [INFO] - [E:476| 0]: Train Loss:0.0017395, Val MRR:0.40282, ice00001 +2023-05-25 02:29:28,971 - ice00001 - [INFO] - [E:476| 100]: Train Loss:0.0017273, Val MRR:0.40282, ice00001 +2023-05-25 02:31:08,283 - ice00001 - [INFO] - [E:476| 200]: Train Loss:0.0017289, Val MRR:0.40282, ice00001 +2023-05-25 02:32:47,769 - ice00001 - [INFO] - [E:476| 300]: Train Loss:0.0017289, Val MRR:0.40282, ice00001 +2023-05-25 02:34:17,586 - ice00001 - [INFO] - [E:476| 400]: Train Loss:0.0017286, Val MRR:0.40282, ice00001 +2023-05-25 02:35:56,231 - ice00001 - [INFO] - [E:476| 500]: Train Loss:0.0017286, Val MRR:0.40282, ice00001 +2023-05-25 02:37:35,248 - ice00001 - [INFO] - [E:476| 600]: Train Loss:0.0017278, Val MRR:0.40282, ice00001 +2023-05-25 02:39:15,114 - ice00001 - [INFO] - [E:476| 700]: Train Loss:0.0017283, Val MRR:0.40282, ice00001 +2023-05-25 02:40:54,569 - ice00001 - [INFO] - [E:476| 800]: Train Loss:0.0017291, Val MRR:0.40282, ice00001 +2023-05-25 02:42:23,918 - ice00001 - [INFO] - [E:476| 900]: Train Loss:0.0017291, Val MRR:0.40282, ice00001 +2023-05-25 02:43:33,230 - ice00001 - [INFO] - [Epoch:476]: Training Loss:0.001729 + +2023-05-25 02:43:33,563 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 02:43:56,257 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 02:44:18,172 - ice00001 - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.4274, Head : 0.37825, Avg : 0.40283 + +2023-05-25 02:44:19,493 - ice00001 - [INFO] - [Epoch 476]: Training Loss: 0.0017292, Valid MRR: 0.40283, + + + +2023-05-25 02:44:20,836 - ice00001 - [INFO] - [E:477| 0]: Train Loss:0.0017152, Val MRR:0.40283, ice00001 +2023-05-25 02:45:59,316 - ice00001 - [INFO] - [E:477| 100]: Train Loss:0.0017261, Val MRR:0.40283, ice00001 +2023-05-25 02:47:38,287 - ice00001 - [INFO] - [E:477| 200]: Train Loss:0.0017251, Val MRR:0.40283, ice00001 +2023-05-25 02:49:17,122 - ice00001 - [INFO] - [E:477| 300]: Train Loss:0.0017255, Val MRR:0.40283, ice00001 +2023-05-25 02:50:46,285 - ice00001 - [INFO] - [E:477| 400]: Train Loss:0.0017252, Val MRR:0.40283, ice00001 +2023-05-25 02:52:25,737 - ice00001 - [INFO] - [E:477| 500]: Train Loss:0.0017255, Val MRR:0.40283, ice00001 +2023-05-25 02:54:05,081 - ice00001 - [INFO] - [E:477| 600]: Train Loss:0.0017261, Val MRR:0.40283, ice00001 +2023-05-25 02:55:44,480 - ice00001 - [INFO] - [E:477| 700]: Train Loss:0.0017276, Val MRR:0.40283, ice00001 +2023-05-25 02:57:23,699 - ice00001 - [INFO] - [E:477| 800]: Train Loss:0.0017279, Val MRR:0.40283, ice00001 +2023-05-25 02:58:53,079 - ice00001 - [INFO] - [E:477| 900]: Train Loss:0.0017287, Val MRR:0.40283, ice00001 +2023-05-25 03:00:03,744 - ice00001 - [INFO] - [Epoch:477]: Training Loss:0.001729 + +2023-05-25 03:00:04,232 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 03:00:26,611 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 03:00:48,922 - ice00001 - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.42625, Head : 0.37762, Avg : 0.40194 + +2023-05-25 03:00:48,922 - ice00001 - [INFO] - [Epoch 477]: Training Loss: 0.0017287, Valid MRR: 0.40283, + + + +2023-05-25 03:00:50,072 - ice00001 - [INFO] - [E:478| 0]: Train Loss:0.0017399, Val MRR:0.40283, ice00001 +2023-05-25 03:02:28,577 - ice00001 - [INFO] - [E:478| 100]: Train Loss:0.0017249, Val MRR:0.40283, ice00001 +2023-05-25 03:04:07,796 - ice00001 - [INFO] - [E:478| 200]: Train Loss:0.0017275, Val MRR:0.40283, ice00001 +2023-05-25 03:05:49,014 - ice00001 - [INFO] - [E:478| 300]: Train Loss:0.001725, Val MRR:0.40283, ice00001 +2023-05-25 03:07:19,104 - ice00001 - [INFO] - [E:478| 400]: Train Loss:0.0017255, Val MRR:0.40283, ice00001 +2023-05-25 03:08:58,387 - ice00001 - [INFO] - [E:478| 500]: Train Loss:0.0017269, Val MRR:0.40283, ice00001 +2023-05-25 03:10:37,956 - ice00001 - [INFO] - [E:478| 600]: Train Loss:0.0017275, Val MRR:0.40283, ice00001 +2023-05-25 03:12:17,497 - ice00001 - [INFO] - [E:478| 700]: Train Loss:0.0017274, Val MRR:0.40283, ice00001 +2023-05-25 03:13:56,437 - ice00001 - [INFO] - [E:478| 800]: Train Loss:0.0017281, Val MRR:0.40283, ice00001 +2023-05-25 03:15:26,638 - ice00001 - [INFO] - [E:478| 900]: Train Loss:0.0017286, Val MRR:0.40283, ice00001 +2023-05-25 03:16:36,510 - ice00001 - [INFO] - [Epoch:478]: Training Loss:0.001729 + +2023-05-25 03:16:36,789 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 03:16:59,597 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 03:17:21,590 - ice00001 - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.42673, Head : 0.37919, Avg : 0.40296 + +2023-05-25 03:17:23,272 - ice00001 - [INFO] - [Epoch 478]: Training Loss: 0.0017289, Valid MRR: 0.40296, + + + +2023-05-25 03:17:24,103 - ice00001 - [INFO] - [E:479| 0]: Train Loss:0.0017453, Val MRR:0.40296, ice00001 +2023-05-25 03:19:03,478 - ice00001 - [INFO] - [E:479| 100]: Train Loss:0.0017258, Val MRR:0.40296, ice00001 +2023-05-25 03:20:42,725 - ice00001 - [INFO] - [E:479| 200]: Train Loss:0.0017246, Val MRR:0.40296, ice00001 +2023-05-25 03:22:21,598 - ice00001 - [INFO] - [E:479| 300]: Train Loss:0.0017265, Val MRR:0.40296, ice00001 +2023-05-25 03:23:51,524 - ice00001 - [INFO] - [E:479| 400]: Train Loss:0.001727, Val MRR:0.40296, ice00001 +2023-05-25 03:25:31,255 - ice00001 - [INFO] - [E:479| 500]: Train Loss:0.0017271, Val MRR:0.40296, ice00001 +2023-05-25 03:27:10,536 - ice00001 - [INFO] - [E:479| 600]: Train Loss:0.0017271, Val MRR:0.40296, ice00001 +2023-05-25 03:28:50,178 - ice00001 - [INFO] - [E:479| 700]: Train Loss:0.0017271, Val MRR:0.40296, ice00001 +2023-05-25 03:30:29,172 - ice00001 - [INFO] - [E:479| 800]: Train Loss:0.0017279, Val MRR:0.40296, ice00001 +2023-05-25 03:32:00,402 - ice00001 - [INFO] - [E:479| 900]: Train Loss:0.0017285, Val MRR:0.40296, ice00001 +2023-05-25 03:33:08,863 - ice00001 - [INFO] - [Epoch:479]: Training Loss:0.001729 + +2023-05-25 03:33:09,371 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 03:33:31,998 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 03:33:54,514 - ice00001 - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.42773, Head : 0.37787, Avg : 0.4028 + MR: Tail : 366.72, Head : 378.49, Avg : 372.61 + Hit-1: Tail : 0.31982, Head : 0.27006, Avg : 0.29494 + Hit-3: Tail : 0.48149, Head : 0.42663, Avg : 0.45406 + Hit-10: Tail : 0.63661, Head : 0.59279, Avg : 0.6147 +2023-05-25 03:33:54,515 - ice00001 - [INFO] - [Epoch 479]: Training Loss: 0.0017285, Valid MRR: 0.40296, + + + +2023-05-25 03:33:55,368 - ice00001 - [INFO] - [E:480| 0]: Train Loss:0.001721, Val MRR:0.40296, ice00001 +2023-05-25 03:35:34,741 - ice00001 - [INFO] - [E:480| 100]: Train Loss:0.0017253, Val MRR:0.40296, ice00001 +2023-05-25 03:37:14,566 - ice00001 - [INFO] - [E:480| 200]: Train Loss:0.0017264, Val MRR:0.40296, ice00001 +2023-05-25 03:38:53,862 - ice00001 - [INFO] - [E:480| 300]: Train Loss:0.0017264, Val MRR:0.40296, ice00001 +2023-05-25 03:40:23,355 - ice00001 - [INFO] - [E:480| 400]: Train Loss:0.001727, Val MRR:0.40296, ice00001 +2023-05-25 03:42:02,943 - ice00001 - [INFO] - [E:480| 500]: Train Loss:0.0017277, Val MRR:0.40296, ice00001 +2023-05-25 03:43:42,100 - ice00001 - [INFO] - [E:480| 600]: Train Loss:0.0017276, Val MRR:0.40296, ice00001 +2023-05-25 03:45:21,831 - ice00001 - [INFO] - [E:480| 700]: Train Loss:0.0017278, Val MRR:0.40296, ice00001 +2023-05-25 03:47:01,707 - ice00001 - [INFO] - [E:480| 800]: Train Loss:0.0017277, Val MRR:0.40296, ice00001 +2023-05-25 03:48:33,643 - ice00001 - [INFO] - [E:480| 900]: Train Loss:0.0017276, Val MRR:0.40296, ice00001 +2023-05-25 03:49:41,640 - ice00001 - [INFO] - [Epoch:480]: Training Loss:0.001728 + +2023-05-25 03:49:42,006 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 03:50:04,784 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 03:50:29,683 - ice00001 - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.4275, Head : 0.37712, Avg : 0.40231 + +2023-05-25 03:50:29,683 - ice00001 - [INFO] - [Epoch 480]: Training Loss: 0.001728, Valid MRR: 0.40296, + + + +2023-05-25 03:50:30,453 - ice00001 - [INFO] - [E:481| 0]: Train Loss:0.0016862, Val MRR:0.40296, ice00001 +2023-05-25 03:52:09,786 - ice00001 - [INFO] - [E:481| 100]: Train Loss:0.0017249, Val MRR:0.40296, ice00001 +2023-05-25 03:53:48,911 - ice00001 - [INFO] - [E:481| 200]: Train Loss:0.0017231, Val MRR:0.40296, ice00001 +2023-05-25 03:55:28,277 - ice00001 - [INFO] - [E:481| 300]: Train Loss:0.0017225, Val MRR:0.40296, ice00001 +2023-05-25 03:56:58,790 - ice00001 - [INFO] - [E:481| 400]: Train Loss:0.0017235, Val MRR:0.40296, ice00001 +2023-05-25 03:58:36,708 - ice00001 - [INFO] - [E:481| 500]: Train Loss:0.0017242, Val MRR:0.40296, ice00001 +2023-05-25 04:00:16,055 - ice00001 - [INFO] - [E:481| 600]: Train Loss:0.0017256, Val MRR:0.40296, ice00001 +2023-05-25 04:01:55,159 - ice00001 - [INFO] - [E:481| 700]: Train Loss:0.0017259, Val MRR:0.40296, ice00001 +2023-05-25 04:03:34,612 - ice00001 - [INFO] - [E:481| 800]: Train Loss:0.0017268, Val MRR:0.40296, ice00001 +2023-05-25 04:05:09,707 - ice00001 - [INFO] - [E:481| 900]: Train Loss:0.0017272, Val MRR:0.40296, ice00001 +2023-05-25 04:06:14,199 - ice00001 - [INFO] - [Epoch:481]: Training Loss:0.001728 + +2023-05-25 04:06:14,705 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 04:06:37,359 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 04:06:59,618 - ice00001 - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.42551, Head : 0.37686, Avg : 0.40119 + +2023-05-25 04:06:59,618 - ice00001 - [INFO] - [Epoch 481]: Training Loss: 0.0017276, Valid MRR: 0.40296, + + + +2023-05-25 04:07:00,767 - ice00001 - [INFO] - [E:482| 0]: Train Loss:0.0017821, Val MRR:0.40296, ice00001 +2023-05-25 04:08:40,261 - ice00001 - [INFO] - [E:482| 100]: Train Loss:0.0017209, Val MRR:0.40296, ice00001 +2023-05-25 04:10:19,670 - ice00001 - [INFO] - [E:482| 200]: Train Loss:0.0017232, Val MRR:0.40296, ice00001 +2023-05-25 04:11:59,362 - ice00001 - [INFO] - [E:482| 300]: Train Loss:0.0017241, Val MRR:0.40296, ice00001 +2023-05-25 04:13:30,806 - ice00001 - [INFO] - [E:482| 400]: Train Loss:0.0017246, Val MRR:0.40296, ice00001 +2023-05-25 04:15:08,282 - ice00001 - [INFO] - [E:482| 500]: Train Loss:0.0017254, Val MRR:0.40296, ice00001 +2023-05-25 04:16:48,127 - ice00001 - [INFO] - [E:482| 600]: Train Loss:0.0017253, Val MRR:0.40296, ice00001 +2023-05-25 04:18:27,922 - ice00001 - [INFO] - [E:482| 700]: Train Loss:0.0017258, Val MRR:0.40296, ice00001 +2023-05-25 04:20:07,594 - ice00001 - [INFO] - [E:482| 800]: Train Loss:0.0017264, Val MRR:0.40296, ice00001 +2023-05-25 04:21:42,914 - ice00001 - [INFO] - [E:482| 900]: Train Loss:0.0017268, Val MRR:0.40296, ice00001 +2023-05-25 04:22:47,723 - ice00001 - [INFO] - [Epoch:482]: Training Loss:0.001727 + +2023-05-25 04:22:47,979 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 04:23:11,117 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 04:23:33,121 - ice00001 - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.42839, Head : 0.37801, Avg : 0.4032 + +2023-05-25 04:23:34,763 - ice00001 - [INFO] - [Epoch 482]: Training Loss: 0.0017271, Valid MRR: 0.4032, + + + +2023-05-25 04:23:35,601 - ice00001 - [INFO] - [E:483| 0]: Train Loss:0.0016889, Val MRR:0.4032, ice00001 +2023-05-25 04:25:14,779 - ice00001 - [INFO] - [E:483| 100]: Train Loss:0.001722, Val MRR:0.4032, ice00001 +2023-05-25 04:26:53,876 - ice00001 - [INFO] - [E:483| 200]: Train Loss:0.0017232, Val MRR:0.4032, ice00001 +2023-05-25 04:28:33,413 - ice00001 - [INFO] - [E:483| 300]: Train Loss:0.0017245, Val MRR:0.4032, ice00001 +2023-05-25 04:30:04,966 - ice00001 - [INFO] - [E:483| 400]: Train Loss:0.0017248, Val MRR:0.4032, ice00001 +2023-05-25 04:31:42,341 - ice00001 - [INFO] - [E:483| 500]: Train Loss:0.0017246, Val MRR:0.4032, ice00001 +2023-05-25 04:33:21,883 - ice00001 - [INFO] - [E:483| 600]: Train Loss:0.0017255, Val MRR:0.4032, ice00001 +2023-05-25 04:35:00,880 - ice00001 - [INFO] - [E:483| 700]: Train Loss:0.0017255, Val MRR:0.4032, ice00001 +2023-05-25 04:36:42,425 - ice00001 - [INFO] - [E:483| 800]: Train Loss:0.0017261, Val MRR:0.4032, ice00001 +2023-05-25 04:38:20,589 - ice00001 - [INFO] - [E:483| 900]: Train Loss:0.0017268, Val MRR:0.4032, ice00001 +2023-05-25 04:39:22,254 - ice00001 - [INFO] - [Epoch:483]: Training Loss:0.001727 + +2023-05-25 04:39:22,511 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 04:39:45,296 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 04:40:07,508 - ice00001 - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.42624, Head : 0.37712, Avg : 0.40168 + +2023-05-25 04:40:07,508 - ice00001 - [INFO] - [Epoch 483]: Training Loss: 0.001727, Valid MRR: 0.4032, + + + +2023-05-25 04:40:08,673 - ice00001 - [INFO] - [E:484| 0]: Train Loss:0.0016988, Val MRR:0.4032, ice00001 +2023-05-25 04:41:48,049 - ice00001 - [INFO] - [E:484| 100]: Train Loss:0.0017205, Val MRR:0.4032, ice00001 +2023-05-25 04:43:26,897 - ice00001 - [INFO] - [E:484| 200]: Train Loss:0.001722, Val MRR:0.4032, ice00001 +2023-05-25 04:45:06,334 - ice00001 - [INFO] - [E:484| 300]: Train Loss:0.0017231, Val MRR:0.4032, ice00001 +2023-05-25 04:46:41,599 - ice00001 - [INFO] - [E:484| 400]: Train Loss:0.0017238, Val MRR:0.4032, ice00001 +2023-05-25 04:48:15,671 - ice00001 - [INFO] - [E:484| 500]: Train Loss:0.0017253, Val MRR:0.4032, ice00001 +2023-05-25 04:49:54,935 - ice00001 - [INFO] - [E:484| 600]: Train Loss:0.0017258, Val MRR:0.4032, ice00001 +2023-05-25 04:51:34,642 - ice00001 - [INFO] - [E:484| 700]: Train Loss:0.0017258, Val MRR:0.4032, ice00001 +2023-05-25 04:53:14,070 - ice00001 - [INFO] - [E:484| 800]: Train Loss:0.0017265, Val MRR:0.4032, ice00001 +2023-05-25 04:54:53,047 - ice00001 - [INFO] - [E:484| 900]: Train Loss:0.0017266, Val MRR:0.4032, ice00001 +2023-05-25 04:55:53,558 - ice00001 - [INFO] - [Epoch:484]: Training Loss:0.001727 + +2023-05-25 04:55:54,066 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 04:56:16,214 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 04:56:38,794 - ice00001 - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.42756, Head : 0.37705, Avg : 0.4023 + +2023-05-25 04:56:38,794 - ice00001 - [INFO] - [Epoch 484]: Training Loss: 0.0017269, Valid MRR: 0.4032, + + + +2023-05-25 04:56:39,678 - ice00001 - [INFO] - [E:485| 0]: Train Loss:0.001723, Val MRR:0.4032, ice00001 +2023-05-25 04:58:19,684 - ice00001 - [INFO] - [E:485| 100]: Train Loss:0.0017169, Val MRR:0.4032, ice00001 +2023-05-25 04:59:58,444 - ice00001 - [INFO] - [E:485| 200]: Train Loss:0.0017216, Val MRR:0.4032, ice00001 +2023-05-25 05:01:38,576 - ice00001 - [INFO] - [E:485| 300]: Train Loss:0.0017235, Val MRR:0.4032, ice00001 +2023-05-25 05:03:14,897 - ice00001 - [INFO] - [E:485| 400]: Train Loss:0.0017239, Val MRR:0.4032, ice00001 +2023-05-25 05:04:47,626 - ice00001 - [INFO] - [E:485| 500]: Train Loss:0.0017245, Val MRR:0.4032, ice00001 +2023-05-25 05:06:27,323 - ice00001 - [INFO] - [E:485| 600]: Train Loss:0.0017252, Val MRR:0.4032, ice00001 +2023-05-25 05:08:06,754 - ice00001 - [INFO] - [E:485| 700]: Train Loss:0.0017257, Val MRR:0.4032, ice00001 +2023-05-25 05:09:46,468 - ice00001 - [INFO] - [E:485| 800]: Train Loss:0.0017259, Val MRR:0.4032, ice00001 +2023-05-25 05:11:25,959 - ice00001 - [INFO] - [E:485| 900]: Train Loss:0.0017262, Val MRR:0.4032, ice00001 +2023-05-25 05:12:25,984 - ice00001 - [INFO] - [Epoch:485]: Training Loss:0.001727 + +2023-05-25 05:12:26,239 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 05:12:49,161 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 05:13:11,380 - ice00001 - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.42762, Head : 0.37734, Avg : 0.40248 + +2023-05-25 05:13:11,380 - ice00001 - [INFO] - [Epoch 485]: Training Loss: 0.0017267, Valid MRR: 0.4032, + + + +2023-05-25 05:13:12,532 - ice00001 - [INFO] - [E:486| 0]: Train Loss:0.0017369, Val MRR:0.4032, ice00001 +2023-05-25 05:14:52,436 - ice00001 - [INFO] - [E:486| 100]: Train Loss:0.0017225, Val MRR:0.4032, ice00001 +2023-05-25 05:16:31,610 - ice00001 - [INFO] - [E:486| 200]: Train Loss:0.0017224, Val MRR:0.4032, ice00001 +2023-05-25 05:18:11,323 - ice00001 - [INFO] - [E:486| 300]: Train Loss:0.0017221, Val MRR:0.4032, ice00001 +2023-05-25 05:19:48,734 - ice00001 - [INFO] - [E:486| 400]: Train Loss:0.0017225, Val MRR:0.4032, ice00001 +2023-05-25 05:21:19,956 - ice00001 - [INFO] - [E:486| 500]: Train Loss:0.0017235, Val MRR:0.4032, ice00001 +2023-05-25 05:23:01,817 - ice00001 - [INFO] - [E:486| 600]: Train Loss:0.0017247, Val MRR:0.4032, ice00001 +2023-05-25 05:24:41,233 - ice00001 - [INFO] - [E:486| 700]: Train Loss:0.0017249, Val MRR:0.4032, ice00001 +2023-05-25 05:26:21,004 - ice00001 - [INFO] - [E:486| 800]: Train Loss:0.0017257, Val MRR:0.4032, ice00001 +2023-05-25 05:28:00,372 - ice00001 - [INFO] - [E:486| 900]: Train Loss:0.0017257, Val MRR:0.4032, ice00001 +2023-05-25 05:29:00,482 - ice00001 - [INFO] - [Epoch:486]: Training Loss:0.001726 + +2023-05-25 05:29:00,819 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 05:29:23,920 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 05:29:46,459 - ice00001 - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.42528, Head : 0.37885, Avg : 0.40206 + +2023-05-25 05:29:46,459 - ice00001 - [INFO] - [Epoch 486]: Training Loss: 0.001726, Valid MRR: 0.4032, + + + +2023-05-25 05:29:47,643 - ice00001 - [INFO] - [E:487| 0]: Train Loss:0.0017278, Val MRR:0.4032, ice00001 +2023-05-25 05:31:27,007 - ice00001 - [INFO] - [E:487| 100]: Train Loss:0.0017211, Val MRR:0.4032, ice00001 +2023-05-25 05:33:06,440 - ice00001 - [INFO] - [E:487| 200]: Train Loss:0.0017201, Val MRR:0.4032, ice00001 +2023-05-25 05:34:45,484 - ice00001 - [INFO] - [E:487| 300]: Train Loss:0.0017204, Val MRR:0.4032, ice00001 +2023-05-25 05:36:24,663 - ice00001 - [INFO] - [E:487| 400]: Train Loss:0.0017221, Val MRR:0.4032, ice00001 +2023-05-25 05:37:54,504 - ice00001 - [INFO] - [E:487| 500]: Train Loss:0.0017227, Val MRR:0.4032, ice00001 +2023-05-25 05:39:33,905 - ice00001 - [INFO] - [E:487| 600]: Train Loss:0.0017234, Val MRR:0.4032, ice00001 +2023-05-25 05:41:12,957 - ice00001 - [INFO] - [E:487| 700]: Train Loss:0.001724, Val MRR:0.4032, ice00001 +2023-05-25 05:42:52,298 - ice00001 - [INFO] - [E:487| 800]: Train Loss:0.0017247, Val MRR:0.4032, ice00001 +2023-05-25 05:44:31,172 - ice00001 - [INFO] - [E:487| 900]: Train Loss:0.0017251, Val MRR:0.4032, ice00001 +2023-05-25 05:45:31,123 - ice00001 - [INFO] - [Epoch:487]: Training Loss:0.001726 + +2023-05-25 05:45:31,458 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 05:45:54,393 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 05:46:16,377 - ice00001 - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.42711, Head : 0.37763, Avg : 0.40237 + +2023-05-25 05:46:16,377 - ice00001 - [INFO] - [Epoch 487]: Training Loss: 0.001726, Valid MRR: 0.4032, + + + +2023-05-25 05:46:17,488 - ice00001 - [INFO] - [E:488| 0]: Train Loss:0.0017049, Val MRR:0.4032, ice00001 +2023-05-25 05:47:57,146 - ice00001 - [INFO] - [E:488| 100]: Train Loss:0.0017213, Val MRR:0.4032, ice00001 +2023-05-25 05:49:37,006 - ice00001 - [INFO] - [E:488| 200]: Train Loss:0.0017204, Val MRR:0.4032, ice00001 +2023-05-25 05:51:15,868 - ice00001 - [INFO] - [E:488| 300]: Train Loss:0.001722, Val MRR:0.4032, ice00001 +2023-05-25 05:52:55,767 - ice00001 - [INFO] - [E:488| 400]: Train Loss:0.0017232, Val MRR:0.4032, ice00001 +2023-05-25 05:54:24,825 - ice00001 - [INFO] - [E:488| 500]: Train Loss:0.0017243, Val MRR:0.4032, ice00001 +2023-05-25 05:56:03,528 - ice00001 - [INFO] - [E:488| 600]: Train Loss:0.0017252, Val MRR:0.4032, ice00001 +2023-05-25 05:57:42,377 - ice00001 - [INFO] - [E:488| 700]: Train Loss:0.0017252, Val MRR:0.4032, ice00001 +2023-05-25 05:59:21,205 - ice00001 - [INFO] - [E:488| 800]: Train Loss:0.0017254, Val MRR:0.4032, ice00001 +2023-05-25 06:01:00,289 - ice00001 - [INFO] - [E:488| 900]: Train Loss:0.0017252, Val MRR:0.4032, ice00001 +2023-05-25 06:02:00,249 - ice00001 - [INFO] - [Epoch:488]: Training Loss:0.001726 + +2023-05-25 06:02:00,585 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 06:02:23,496 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 06:02:45,673 - ice00001 - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.42575, Head : 0.37724, Avg : 0.40149 + +2023-05-25 06:02:45,673 - ice00001 - [INFO] - [Epoch 488]: Training Loss: 0.0017255, Valid MRR: 0.4032, + + + +2023-05-25 06:02:46,858 - ice00001 - [INFO] - [E:489| 0]: Train Loss:0.0017272, Val MRR:0.4032, ice00001 +2023-05-25 06:04:27,222 - ice00001 - [INFO] - [E:489| 100]: Train Loss:0.0017184, Val MRR:0.4032, ice00001 +2023-05-25 06:06:07,255 - ice00001 - [INFO] - [E:489| 200]: Train Loss:0.0017213, Val MRR:0.4032, ice00001 +2023-05-25 06:07:46,953 - ice00001 - [INFO] - [E:489| 300]: Train Loss:0.0017213, Val MRR:0.4032, ice00001 +2023-05-25 06:09:28,508 - ice00001 - [INFO] - [E:489| 400]: Train Loss:0.0017229, Val MRR:0.4032, ice00001 +2023-05-25 06:10:57,750 - ice00001 - [INFO] - [E:489| 500]: Train Loss:0.0017232, Val MRR:0.4032, ice00001 +2023-05-25 06:12:36,579 - ice00001 - [INFO] - [E:489| 600]: Train Loss:0.0017234, Val MRR:0.4032, ice00001 +2023-05-25 06:14:15,884 - ice00001 - [INFO] - [E:489| 700]: Train Loss:0.0017245, Val MRR:0.4032, ice00001 +2023-05-25 06:15:55,057 - ice00001 - [INFO] - [E:489| 800]: Train Loss:0.0017248, Val MRR:0.4032, ice00001 +2023-05-25 06:17:33,892 - ice00001 - [INFO] - [E:489| 900]: Train Loss:0.0017245, Val MRR:0.4032, ice00001 +2023-05-25 06:18:34,027 - ice00001 - [INFO] - [Epoch:489]: Training Loss:0.001725 + +2023-05-25 06:18:34,501 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 06:18:56,862 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 06:19:19,203 - ice00001 - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.42642, Head : 0.3785, Avg : 0.40246 + MR: Tail : 378.5, Head : 380.31, Avg : 379.4 + Hit-1: Tail : 0.31703, Head : 0.27163, Avg : 0.29433 + Hit-3: Tail : 0.47991, Head : 0.42517, Avg : 0.45254 + Hit-10: Tail : 0.63309, Head : 0.59364, Avg : 0.61336 +2023-05-25 06:19:19,204 - ice00001 - [INFO] - [Epoch 489]: Training Loss: 0.0017251, Valid MRR: 0.4032, + + + +2023-05-25 06:19:20,346 - ice00001 - [INFO] - [E:490| 0]: Train Loss:0.0017649, Val MRR:0.4032, ice00001 +2023-05-25 06:21:00,136 - ice00001 - [INFO] - [E:490| 100]: Train Loss:0.0017243, Val MRR:0.4032, ice00001 +2023-05-25 06:22:39,608 - ice00001 - [INFO] - [E:490| 200]: Train Loss:0.0017222, Val MRR:0.4032, ice00001 +2023-05-25 06:24:18,550 - ice00001 - [INFO] - [E:490| 300]: Train Loss:0.0017222, Val MRR:0.4032, ice00001 +2023-05-25 06:25:58,287 - ice00001 - [INFO] - [E:490| 400]: Train Loss:0.0017218, Val MRR:0.4032, ice00001 +2023-05-25 06:27:27,465 - ice00001 - [INFO] - [E:490| 500]: Train Loss:0.0017226, Val MRR:0.4032, ice00001 +2023-05-25 06:29:06,457 - ice00001 - [INFO] - [E:490| 600]: Train Loss:0.0017231, Val MRR:0.4032, ice00001 +2023-05-25 06:30:45,583 - ice00001 - [INFO] - [E:490| 700]: Train Loss:0.0017236, Val MRR:0.4032, ice00001 +2023-05-25 06:32:25,156 - ice00001 - [INFO] - [E:490| 800]: Train Loss:0.0017241, Val MRR:0.4032, ice00001 +2023-05-25 06:34:04,578 - ice00001 - [INFO] - [E:490| 900]: Train Loss:0.0017243, Val MRR:0.4032, ice00001 +2023-05-25 06:35:04,620 - ice00001 - [INFO] - [Epoch:490]: Training Loss:0.001725 + +2023-05-25 06:35:04,957 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 06:35:27,426 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 06:35:49,902 - ice00001 - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.42902, Head : 0.3772, Avg : 0.40311 + +2023-05-25 06:35:49,902 - ice00001 - [INFO] - [Epoch 490]: Training Loss: 0.0017248, Valid MRR: 0.4032, + + + +2023-05-25 06:35:50,740 - ice00001 - [INFO] - [E:491| 0]: Train Loss:0.0017093, Val MRR:0.4032, ice00001 +2023-05-25 06:37:30,465 - ice00001 - [INFO] - [E:491| 100]: Train Loss:0.0017241, Val MRR:0.4032, ice00001 +2023-05-25 06:39:09,458 - ice00001 - [INFO] - [E:491| 200]: Train Loss:0.0017204, Val MRR:0.4032, ice00001 +2023-05-25 06:40:48,349 - ice00001 - [INFO] - [E:491| 300]: Train Loss:0.0017215, Val MRR:0.4032, ice00001 +2023-05-25 06:42:28,041 - ice00001 - [INFO] - [E:491| 400]: Train Loss:0.0017224, Val MRR:0.4032, ice00001 +2023-05-25 06:43:57,344 - ice00001 - [INFO] - [E:491| 500]: Train Loss:0.0017233, Val MRR:0.4032, ice00001 +2023-05-25 06:45:36,088 - ice00001 - [INFO] - [E:491| 600]: Train Loss:0.0017231, Val MRR:0.4032, ice00001 +2023-05-25 06:47:15,727 - ice00001 - [INFO] - [E:491| 700]: Train Loss:0.0017233, Val MRR:0.4032, ice00001 +2023-05-25 06:48:56,152 - ice00001 - [INFO] - [E:491| 800]: Train Loss:0.0017238, Val MRR:0.4032, ice00001 +2023-05-25 06:50:36,013 - ice00001 - [INFO] - [E:491| 900]: Train Loss:0.0017243, Val MRR:0.4032, ice00001 +2023-05-25 06:51:36,294 - ice00001 - [INFO] - [Epoch:491]: Training Loss:0.001725 + +2023-05-25 06:51:36,678 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 06:51:58,977 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 06:52:21,300 - ice00001 - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.42778, Head : 0.37738, Avg : 0.40258 + +2023-05-25 06:52:21,301 - ice00001 - [INFO] - [Epoch 491]: Training Loss: 0.0017247, Valid MRR: 0.4032, + + + +2023-05-25 06:52:22,463 - ice00001 - [INFO] - [E:492| 0]: Train Loss:0.0017576, Val MRR:0.4032, ice00001 +2023-05-25 06:54:04,342 - ice00001 - [INFO] - [E:492| 100]: Train Loss:0.0017227, Val MRR:0.4032, ice00001 +2023-05-25 06:55:43,212 - ice00001 - [INFO] - [E:492| 200]: Train Loss:0.0017206, Val MRR:0.4032, ice00001 +2023-05-25 06:57:21,949 - ice00001 - [INFO] - [E:492| 300]: Train Loss:0.001722, Val MRR:0.4032, ice00001 +2023-05-25 06:59:01,040 - ice00001 - [INFO] - [E:492| 400]: Train Loss:0.0017219, Val MRR:0.4032, ice00001 +2023-05-25 07:00:30,596 - ice00001 - [INFO] - [E:492| 500]: Train Loss:0.0017219, Val MRR:0.4032, ice00001 +2023-05-25 07:02:09,988 - ice00001 - [INFO] - [E:492| 600]: Train Loss:0.0017228, Val MRR:0.4032, ice00001 +2023-05-25 07:03:49,588 - ice00001 - [INFO] - [E:492| 700]: Train Loss:0.0017232, Val MRR:0.4032, ice00001 +2023-05-25 07:05:29,208 - ice00001 - [INFO] - [E:492| 800]: Train Loss:0.0017233, Val MRR:0.4032, ice00001 +2023-05-25 07:07:09,017 - ice00001 - [INFO] - [E:492| 900]: Train Loss:0.0017243, Val MRR:0.4032, ice00001 +2023-05-25 07:08:09,780 - ice00001 - [INFO] - [Epoch:492]: Training Loss:0.001725 + +2023-05-25 07:08:09,994 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 07:08:32,013 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 07:08:54,215 - ice00001 - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.42628, Head : 0.37751, Avg : 0.40189 + +2023-05-25 07:08:54,215 - ice00001 - [INFO] - [Epoch 492]: Training Loss: 0.0017246, Valid MRR: 0.4032, + + + +2023-05-25 07:08:55,287 - ice00001 - [INFO] - [E:493| 0]: Train Loss:0.0017057, Val MRR:0.4032, ice00001 +2023-05-25 07:10:34,288 - ice00001 - [INFO] - [E:493| 100]: Train Loss:0.00172, Val MRR:0.4032, ice00001 +2023-05-25 07:12:12,545 - ice00001 - [INFO] - [E:493| 200]: Train Loss:0.001721, Val MRR:0.4032, ice00001 +2023-05-25 07:13:51,116 - ice00001 - [INFO] - [E:493| 300]: Train Loss:0.0017218, Val MRR:0.4032, ice00001 +2023-05-25 07:15:29,753 - ice00001 - [INFO] - [E:493| 400]: Train Loss:0.0017218, Val MRR:0.4032, ice00001 +2023-05-25 07:16:58,985 - ice00001 - [INFO] - [E:493| 500]: Train Loss:0.0017219, Val MRR:0.4032, ice00001 +2023-05-25 07:18:38,291 - ice00001 - [INFO] - [E:493| 600]: Train Loss:0.0017221, Val MRR:0.4032, ice00001 +2023-05-25 07:20:17,625 - ice00001 - [INFO] - [E:493| 700]: Train Loss:0.0017227, Val MRR:0.4032, ice00001 +2023-05-25 07:21:56,700 - ice00001 - [INFO] - [E:493| 800]: Train Loss:0.0017233, Val MRR:0.4032, ice00001 +2023-05-25 07:23:36,508 - ice00001 - [INFO] - [E:493| 900]: Train Loss:0.001724, Val MRR:0.4032, ice00001 +2023-05-25 07:24:38,271 - ice00001 - [INFO] - [Epoch:493]: Training Loss:0.001724 + +2023-05-25 07:24:38,483 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 07:24:59,171 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 07:25:21,266 - ice00001 - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.42534, Head : 0.3771, Avg : 0.40122 + +2023-05-25 07:25:21,266 - ice00001 - [INFO] - [Epoch 493]: Training Loss: 0.0017241, Valid MRR: 0.4032, + + + +2023-05-25 07:25:22,261 - ice00001 - [INFO] - [E:494| 0]: Train Loss:0.0017425, Val MRR:0.4032, ice00001 +2023-05-25 07:27:01,614 - ice00001 - [INFO] - [E:494| 100]: Train Loss:0.0017187, Val MRR:0.4032, ice00001 +2023-05-25 07:28:41,428 - ice00001 - [INFO] - [E:494| 200]: Train Loss:0.001719, Val MRR:0.4032, ice00001 +2023-05-25 07:30:21,115 - ice00001 - [INFO] - [E:494| 300]: Train Loss:0.0017199, Val MRR:0.4032, ice00001 +2023-05-25 07:31:59,950 - ice00001 - [INFO] - [E:494| 400]: Train Loss:0.0017209, Val MRR:0.4032, ice00001 +2023-05-25 07:33:29,561 - ice00001 - [INFO] - [E:494| 500]: Train Loss:0.001721, Val MRR:0.4032, ice00001 +2023-05-25 07:35:08,840 - ice00001 - [INFO] - [E:494| 600]: Train Loss:0.0017213, Val MRR:0.4032, ice00001 +2023-05-25 07:36:48,172 - ice00001 - [INFO] - [E:494| 700]: Train Loss:0.0017213, Val MRR:0.4032, ice00001 +2023-05-25 07:38:28,577 - ice00001 - [INFO] - [E:494| 800]: Train Loss:0.0017223, Val MRR:0.4032, ice00001 +2023-05-25 07:40:10,776 - ice00001 - [INFO] - [E:494| 900]: Train Loss:0.0017232, Val MRR:0.4032, ice00001 +2023-05-25 07:41:15,603 - ice00001 - [INFO] - [Epoch:494]: Training Loss:0.001724 + +2023-05-25 07:41:15,816 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 07:41:32,355 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 07:41:54,362 - ice00001 - [INFO] - [Evaluating Epoch 494 valid]: + MRR: Tail : 0.42724, Head : 0.37797, Avg : 0.4026 + +2023-05-25 07:41:54,362 - ice00001 - [INFO] - [Epoch 494]: Training Loss: 0.0017236, Valid MRR: 0.4032, + + + +2023-05-25 07:41:55,510 - ice00001 - [INFO] - [E:495| 0]: Train Loss:0.0017433, Val MRR:0.4032, ice00001 +2023-05-25 07:43:34,376 - ice00001 - [INFO] - [E:495| 100]: Train Loss:0.0017184, Val MRR:0.4032, ice00001 +2023-05-25 07:45:13,914 - ice00001 - [INFO] - [E:495| 200]: Train Loss:0.0017198, Val MRR:0.4032, ice00001 +2023-05-25 07:46:53,603 - ice00001 - [INFO] - [E:495| 300]: Train Loss:0.0017205, Val MRR:0.4032, ice00001 +2023-05-25 07:48:32,866 - ice00001 - [INFO] - [E:495| 400]: Train Loss:0.0017209, Val MRR:0.4032, ice00001 +2023-05-25 07:50:01,832 - ice00001 - [INFO] - [E:495| 500]: Train Loss:0.0017217, Val MRR:0.4032, ice00001 +2023-05-25 07:51:40,293 - ice00001 - [INFO] - [E:495| 600]: Train Loss:0.0017223, Val MRR:0.4032, ice00001 +2023-05-25 07:53:18,736 - ice00001 - [INFO] - [E:495| 700]: Train Loss:0.0017224, Val MRR:0.4032, ice00001 +2023-05-25 07:54:58,197 - ice00001 - [INFO] - [E:495| 800]: Train Loss:0.0017225, Val MRR:0.4032, ice00001 +2023-05-25 07:56:38,089 - ice00001 - [INFO] - [E:495| 900]: Train Loss:0.0017235, Val MRR:0.4032, ice00001 +2023-05-25 07:57:46,307 - ice00001 - [INFO] - [Epoch:495]: Training Loss:0.001723 + +2023-05-25 07:57:46,521 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 07:58:00,129 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 07:58:21,875 - ice00001 - [INFO] - [Evaluating Epoch 495 valid]: + MRR: Tail : 0.42481, Head : 0.37896, Avg : 0.40188 + +2023-05-25 07:58:21,876 - ice00001 - [INFO] - [Epoch 495]: Training Loss: 0.0017235, Valid MRR: 0.4032, + + + +2023-05-25 07:58:22,951 - ice00001 - [INFO] - [E:496| 0]: Train Loss:0.0017129, Val MRR:0.4032, ice00001 +2023-05-25 08:00:02,583 - ice00001 - [INFO] - [E:496| 100]: Train Loss:0.001714, Val MRR:0.4032, ice00001 +2023-05-25 08:01:42,155 - ice00001 - [INFO] - [E:496| 200]: Train Loss:0.0017193, Val MRR:0.4032, ice00001 +2023-05-25 08:03:21,537 - ice00001 - [INFO] - [E:496| 300]: Train Loss:0.0017202, Val MRR:0.4032, ice00001 +2023-05-25 08:05:00,550 - ice00001 - [INFO] - [E:496| 400]: Train Loss:0.0017205, Val MRR:0.4032, ice00001 +2023-05-25 08:06:30,039 - ice00001 - [INFO] - [E:496| 500]: Train Loss:0.0017206, Val MRR:0.4032, ice00001 +2023-05-25 08:08:09,474 - ice00001 - [INFO] - [E:496| 600]: Train Loss:0.0017212, Val MRR:0.4032, ice00001 +2023-05-25 08:09:49,133 - ice00001 - [INFO] - [E:496| 700]: Train Loss:0.0017218, Val MRR:0.4032, ice00001 +2023-05-25 08:11:28,763 - ice00001 - [INFO] - [E:496| 800]: Train Loss:0.0017223, Val MRR:0.4032, ice00001 +2023-05-25 08:13:08,507 - ice00001 - [INFO] - [E:496| 900]: Train Loss:0.0017229, Val MRR:0.4032, ice00001 +2023-05-25 08:14:18,261 - ice00001 - [INFO] - [Epoch:496]: Training Loss:0.001723 + +2023-05-25 08:14:18,588 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 08:14:32,733 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 08:14:52,023 - ice00001 - [INFO] - [Evaluating Epoch 496 valid]: + MRR: Tail : 0.42554, Head : 0.37823, Avg : 0.40188 + +2023-05-25 08:14:52,023 - ice00001 - [INFO] - [Epoch 496]: Training Loss: 0.0017232, Valid MRR: 0.4032, + + + +2023-05-25 08:14:52,780 - ice00001 - [INFO] - [E:497| 0]: Train Loss:0.0017327, Val MRR:0.4032, ice00001 +2023-05-25 08:16:32,280 - ice00001 - [INFO] - [E:497| 100]: Train Loss:0.0017182, Val MRR:0.4032, ice00001 +2023-05-25 08:18:11,506 - ice00001 - [INFO] - [E:497| 200]: Train Loss:0.0017218, Val MRR:0.4032, ice00001 +2023-05-25 08:19:50,467 - ice00001 - [INFO] - [E:497| 300]: Train Loss:0.0017223, Val MRR:0.4032, ice00001 +2023-05-25 08:21:29,283 - ice00001 - [INFO] - [E:497| 400]: Train Loss:0.0017226, Val MRR:0.4032, ice00001 +2023-05-25 08:22:58,717 - ice00001 - [INFO] - [E:497| 500]: Train Loss:0.0017233, Val MRR:0.4032, ice00001 +2023-05-25 08:24:38,000 - ice00001 - [INFO] - [E:497| 600]: Train Loss:0.0017232, Val MRR:0.4032, ice00001 +2023-05-25 08:26:19,279 - ice00001 - [INFO] - [E:497| 700]: Train Loss:0.0017232, Val MRR:0.4032, ice00001 +2023-05-25 08:28:00,020 - ice00001 - [INFO] - [E:497| 800]: Train Loss:0.0017235, Val MRR:0.4032, ice00001 +2023-05-25 08:29:40,494 - ice00001 - [INFO] - [E:497| 900]: Train Loss:0.0017236, Val MRR:0.4032, ice00001 +2023-05-25 08:30:51,378 - ice00001 - [INFO] - [Epoch:497]: Training Loss:0.001724 + +2023-05-25 08:30:51,860 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 08:31:10,900 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 08:31:25,231 - ice00001 - [INFO] - [Evaluating Epoch 497 valid]: + MRR: Tail : 0.42773, Head : 0.37716, Avg : 0.40244 + +2023-05-25 08:31:25,231 - ice00001 - [INFO] - [Epoch 497]: Training Loss: 0.0017238, Valid MRR: 0.4032, + + + +2023-05-25 08:31:26,386 - ice00001 - [INFO] - [E:498| 0]: Train Loss:0.0017209, Val MRR:0.4032, ice00001 +2023-05-25 08:33:05,621 - ice00001 - [INFO] - [E:498| 100]: Train Loss:0.0017194, Val MRR:0.4032, ice00001 +2023-05-25 08:34:44,955 - ice00001 - [INFO] - [E:498| 200]: Train Loss:0.0017213, Val MRR:0.4032, ice00001 +2023-05-25 08:36:24,333 - ice00001 - [INFO] - [E:498| 300]: Train Loss:0.0017209, Val MRR:0.4032, ice00001 +2023-05-25 08:38:03,362 - ice00001 - [INFO] - [E:498| 400]: Train Loss:0.0017208, Val MRR:0.4032, ice00001 +2023-05-25 08:39:34,800 - ice00001 - [INFO] - [E:498| 500]: Train Loss:0.0017206, Val MRR:0.4032, ice00001 +2023-05-25 08:41:12,072 - ice00001 - [INFO] - [E:498| 600]: Train Loss:0.0017204, Val MRR:0.4032, ice00001 +2023-05-25 08:42:51,938 - ice00001 - [INFO] - [E:498| 700]: Train Loss:0.0017204, Val MRR:0.4032, ice00001 +2023-05-25 08:44:31,343 - ice00001 - [INFO] - [E:498| 800]: Train Loss:0.0017213, Val MRR:0.4032, ice00001 +2023-05-25 08:46:11,238 - ice00001 - [INFO] - [E:498| 900]: Train Loss:0.0017223, Val MRR:0.4032, ice00001 +2023-05-25 08:47:21,214 - ice00001 - [INFO] - [Epoch:498]: Training Loss:0.001722 + +2023-05-25 08:47:21,586 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 08:47:42,435 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 08:47:55,811 - ice00001 - [INFO] - [Evaluating Epoch 498 valid]: + MRR: Tail : 0.42676, Head : 0.37674, Avg : 0.40175 + +2023-05-25 08:47:55,811 - ice00001 - [INFO] - [Epoch 498]: Training Loss: 0.0017224, Valid MRR: 0.4032, + + + +2023-05-25 08:47:56,447 - ice00001 - [INFO] - [E:499| 0]: Train Loss:0.0017114, Val MRR:0.4032, ice00001 +2023-05-25 08:49:35,540 - ice00001 - [INFO] - [E:499| 100]: Train Loss:0.0017214, Val MRR:0.4032, ice00001 +2023-05-25 08:51:15,343 - ice00001 - [INFO] - [E:499| 200]: Train Loss:0.0017185, Val MRR:0.4032, ice00001 +2023-05-25 08:52:54,553 - ice00001 - [INFO] - [E:499| 300]: Train Loss:0.0017201, Val MRR:0.4032, ice00001 +2023-05-25 08:54:34,125 - ice00001 - [INFO] - [E:499| 400]: Train Loss:0.0017201, Val MRR:0.4032, ice00001 +2023-05-25 08:56:07,239 - ice00001 - [INFO] - [E:499| 500]: Train Loss:0.0017202, Val MRR:0.4032, ice00001 +2023-05-25 08:57:42,935 - ice00001 - [INFO] - [E:499| 600]: Train Loss:0.0017212, Val MRR:0.4032, ice00001 +2023-05-25 08:59:22,303 - ice00001 - [INFO] - [E:499| 700]: Train Loss:0.0017214, Val MRR:0.4032, ice00001 +2023-05-25 09:01:01,870 - ice00001 - [INFO] - [E:499| 800]: Train Loss:0.0017212, Val MRR:0.4032, ice00001 +2023-05-25 09:02:40,839 - ice00001 - [INFO] - [E:499| 900]: Train Loss:0.0017219, Val MRR:0.4032, ice00001 +2023-05-25 09:03:50,542 - ice00001 - [INFO] - [Epoch:499]: Training Loss:0.001723 + +2023-05-25 09:03:50,965 - ice00001 - [INFO] - [Valid, Tail_Batch Step 0] ice00001 +2023-05-25 09:04:12,904 - ice00001 - [INFO] - [Valid, Head_Batch Step 0] ice00001 +2023-05-25 09:04:26,293 - ice00001 - [INFO] - [Evaluating Epoch 499 valid]: + MRR: Tail : 0.4282, Head : 0.37671, Avg : 0.40245 + MR: Tail : 385.96, Head : 391.2, Avg : 388.58 + Hit-1: Tail : 0.32116, Head : 0.26969, Avg : 0.29542 + Hit-3: Tail : 0.48064, Head : 0.42347, Avg : 0.45206 + Hit-10: Tail : 0.63321, Head : 0.59, Avg : 0.6116 +2023-05-25 09:04:26,294 - ice00001 - [INFO] - [Epoch 499]: Training Loss: 0.0017226, Valid MRR: 0.4032, + + + +2023-05-25 09:04:26,294 - ice00001 - [INFO] - Loading best model, evaluating on test data +2023-05-25 09:04:27,674 - ice00001 - [INFO] - [Test, Tail_Batch Step 0] ice00001 +2023-05-25 09:04:48,567 - ice00001 - [INFO] - [Test, Head_Batch Step 0] ice00001 +2023-05-25 09:05:10,906 - ice00001 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.415, Head : 0.36505, Avg : 0.39002 + MR: Tail : 397.38, Head : 427.8, Avg : 412.59 + Hit-1: Tail : 0.3066, Head : 0.25706, Avg : 0.28183 + Hit-3: Tail : 0.46784, Head : 0.41635, Avg : 0.4421 + Hit-10: Tail : 0.62495, Head : 0.57614, Avg : 0.60055 diff --git a/log/ice0003 b/log/ice0003 new file mode 100644 index 0000000..8a86562 --- /dev/null +++ b/log/ice0003 @@ -0,0 +1,4904 @@ +2023-05-17 17:38:07,404 - ice0003 - [INFO] - {'dataset': 'icews14', 'name': 'ice0003', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-17 17:38:14,383 - ice0003 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, ice0003 +2023-05-17 17:39:28,685 - ice0003 - [INFO] - [E:0| 100]: Train Loss:0.16939, Val MRR:0.0, ice0003 +2023-05-17 17:40:43,111 - ice0003 - [INFO] - [E:0| 200]: Train Loss:0.095515, Val MRR:0.0, ice0003 +2023-05-17 17:41:57,589 - ice0003 - [INFO] - [E:0| 300]: Train Loss:0.067165, Val MRR:0.0, ice0003 +2023-05-17 17:43:12,112 - ice0003 - [INFO] - [E:0| 400]: Train Loss:0.052079, Val MRR:0.0, ice0003 +2023-05-17 17:44:26,663 - ice0003 - [INFO] - [E:0| 500]: Train Loss:0.042694, Val MRR:0.0, ice0003 +2023-05-17 17:45:42,946 - ice0003 - [INFO] - [E:0| 600]: Train Loss:0.036286, Val MRR:0.0, ice0003 +2023-05-17 17:47:18,910 - ice0003 - [INFO] - [E:0| 700]: Train Loss:0.031631, Val MRR:0.0, ice0003 +2023-05-17 17:48:51,002 - ice0003 - [INFO] - [E:0| 800]: Train Loss:0.028095, Val MRR:0.0, ice0003 +2023-05-17 17:50:05,691 - ice0003 - [INFO] - [E:0| 900]: Train Loss:0.025319, Val MRR:0.0, ice0003 +2023-05-17 17:50:58,137 - ice0003 - [INFO] - [Epoch:0]: Training Loss:0.02368 + +2023-05-17 17:50:58,393 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 17:51:14,646 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 17:51:30,633 - ice0003 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.09497, Head : 0.06985, Avg : 0.08241 + +2023-05-17 17:51:31,875 - ice0003 - [INFO] - [Epoch 0]: Training Loss: 0.023684, Valid MRR: 0.08241, + + + +2023-05-17 17:51:32,633 - ice0003 - [INFO] - [E:1| 0]: Train Loss:0.0028944, Val MRR:0.08241, ice0003 +2023-05-17 17:52:47,235 - ice0003 - [INFO] - [E:1| 100]: Train Loss:0.0028281, Val MRR:0.08241, ice0003 +2023-05-17 17:54:01,882 - ice0003 - [INFO] - [E:1| 200]: Train Loss:0.00278, Val MRR:0.08241, ice0003 +2023-05-17 17:55:16,571 - ice0003 - [INFO] - [E:1| 300]: Train Loss:0.0027429, Val MRR:0.08241, ice0003 +2023-05-17 17:56:31,251 - ice0003 - [INFO] - [E:1| 400]: Train Loss:0.0027098, Val MRR:0.08241, ice0003 +2023-05-17 17:58:02,954 - ice0003 - [INFO] - [E:1| 500]: Train Loss:0.0026812, Val MRR:0.08241, ice0003 +2023-05-17 17:59:39,039 - ice0003 - [INFO] - [E:1| 600]: Train Loss:0.0026572, Val MRR:0.08241, ice0003 +2023-05-17 18:00:55,829 - ice0003 - [INFO] - [E:1| 700]: Train Loss:0.0026358, Val MRR:0.08241, ice0003 +2023-05-17 18:02:10,490 - ice0003 - [INFO] - [E:1| 800]: Train Loss:0.0026168, Val MRR:0.08241, ice0003 +2023-05-17 18:03:25,113 - ice0003 - [INFO] - [E:1| 900]: Train Loss:0.0026003, Val MRR:0.08241, ice0003 +2023-05-17 18:04:17,611 - ice0003 - [INFO] - [Epoch:1]: Training Loss:0.00259 + +2023-05-17 18:04:17,865 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 18:04:34,124 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 18:04:50,123 - ice0003 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.09536, Head : 0.06967, Avg : 0.08252 + +2023-05-17 18:04:51,372 - ice0003 - [INFO] - [Epoch 1]: Training Loss: 0.0025898, Valid MRR: 0.08252, + + + +2023-05-17 18:04:52,132 - ice0003 - [INFO] - [E:2| 0]: Train Loss:0.0025123, Val MRR:0.08252, ice0003 +2023-05-17 18:06:06,842 - ice0003 - [INFO] - [E:2| 100]: Train Loss:0.0024609, Val MRR:0.08252, ice0003 +2023-05-17 18:07:21,518 - ice0003 - [INFO] - [E:2| 200]: Train Loss:0.0024501, Val MRR:0.08252, ice0003 +2023-05-17 18:08:46,862 - ice0003 - [INFO] - [E:2| 300]: Train Loss:0.0024436, Val MRR:0.08252, ice0003 +2023-05-17 18:10:22,889 - ice0003 - [INFO] - [E:2| 400]: Train Loss:0.0024395, Val MRR:0.08252, ice0003 +2023-05-17 18:11:45,990 - ice0003 - [INFO] - [E:2| 500]: Train Loss:0.0024362, Val MRR:0.08252, ice0003 +2023-05-17 18:13:00,607 - ice0003 - [INFO] - [E:2| 600]: Train Loss:0.0024342, Val MRR:0.08252, ice0003 +2023-05-17 18:14:15,235 - ice0003 - [INFO] - [E:2| 700]: Train Loss:0.0024306, Val MRR:0.08252, ice0003 +2023-05-17 18:15:29,814 - ice0003 - [INFO] - [E:2| 800]: Train Loss:0.0024289, Val MRR:0.08252, ice0003 +2023-05-17 18:16:44,412 - ice0003 - [INFO] - [E:2| 900]: Train Loss:0.0024272, Val MRR:0.08252, ice0003 +2023-05-17 18:17:36,619 - ice0003 - [INFO] - [Epoch:2]: Training Loss:0.002427 + +2023-05-17 18:17:36,876 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 18:17:53,111 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 18:18:09,081 - ice0003 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.09514, Head : 0.06946, Avg : 0.0823 + +2023-05-17 18:18:09,081 - ice0003 - [INFO] - [Epoch 2]: Training Loss: 0.0024265, Valid MRR: 0.08252, + + + +2023-05-17 18:18:09,837 - ice0003 - [INFO] - [E:3| 0]: Train Loss:0.0024378, Val MRR:0.08252, ice0003 +2023-05-17 18:19:24,518 - ice0003 - [INFO] - [E:3| 100]: Train Loss:0.0024062, Val MRR:0.08252, ice0003 +2023-05-17 18:20:55,025 - ice0003 - [INFO] - [E:3| 200]: Train Loss:0.0024071, Val MRR:0.08252, ice0003 +2023-05-17 18:22:31,043 - ice0003 - [INFO] - [E:3| 300]: Train Loss:0.0024078, Val MRR:0.08252, ice0003 +2023-05-17 18:23:48,956 - ice0003 - [INFO] - [E:3| 400]: Train Loss:0.0024069, Val MRR:0.08252, ice0003 +2023-05-17 18:25:03,554 - ice0003 - [INFO] - [E:3| 500]: Train Loss:0.0024089, Val MRR:0.08252, ice0003 +2023-05-17 18:26:18,150 - ice0003 - [INFO] - [E:3| 600]: Train Loss:0.002408, Val MRR:0.08252, ice0003 +2023-05-17 18:27:32,738 - ice0003 - [INFO] - [E:3| 700]: Train Loss:0.0024087, Val MRR:0.08252, ice0003 +2023-05-17 18:28:47,324 - ice0003 - [INFO] - [E:3| 800]: Train Loss:0.0024098, Val MRR:0.08252, ice0003 +2023-05-17 18:30:01,947 - ice0003 - [INFO] - [E:3| 900]: Train Loss:0.0024088, Val MRR:0.08252, ice0003 +2023-05-17 18:30:54,368 - ice0003 - [INFO] - [Epoch:3]: Training Loss:0.002409 + +2023-05-17 18:30:54,624 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 18:31:10,846 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 18:31:26,815 - ice0003 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.0937, Head : 0.06651, Avg : 0.08011 + +2023-05-17 18:31:26,816 - ice0003 - [INFO] - [Epoch 3]: Training Loss: 0.0024092, Valid MRR: 0.08252, + + + +2023-05-17 18:31:27,571 - ice0003 - [INFO] - [E:4| 0]: Train Loss:0.002374, Val MRR:0.08252, ice0003 +2023-05-17 18:33:02,748 - ice0003 - [INFO] - [E:4| 100]: Train Loss:0.0023997, Val MRR:0.08252, ice0003 +2023-05-17 18:34:37,499 - ice0003 - [INFO] - [E:4| 200]: Train Loss:0.0024033, Val MRR:0.08252, ice0003 +2023-05-17 18:35:52,050 - ice0003 - [INFO] - [E:4| 300]: Train Loss:0.0024054, Val MRR:0.08252, ice0003 +2023-05-17 18:37:06,588 - ice0003 - [INFO] - [E:4| 400]: Train Loss:0.0024065, Val MRR:0.08252, ice0003 +2023-05-17 18:38:21,170 - ice0003 - [INFO] - [E:4| 500]: Train Loss:0.0024082, Val MRR:0.08252, ice0003 +2023-05-17 18:39:35,775 - ice0003 - [INFO] - [E:4| 600]: Train Loss:0.0024079, Val MRR:0.08252, ice0003 +2023-05-17 18:40:50,411 - ice0003 - [INFO] - [E:4| 700]: Train Loss:0.0024076, Val MRR:0.08252, ice0003 +2023-05-17 18:42:05,000 - ice0003 - [INFO] - [E:4| 800]: Train Loss:0.0024071, Val MRR:0.08252, ice0003 +2023-05-17 18:43:19,635 - ice0003 - [INFO] - [E:4| 900]: Train Loss:0.0024073, Val MRR:0.08252, ice0003 +2023-05-17 18:44:26,946 - ice0003 - [INFO] - [Epoch:4]: Training Loss:0.002408 + +2023-05-17 18:44:27,273 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 18:44:48,211 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 18:45:08,805 - ice0003 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.09611, Head : 0.07608, Avg : 0.08609 + +2023-05-17 18:45:10,041 - ice0003 - [INFO] - [Epoch 4]: Training Loss: 0.0024079, Valid MRR: 0.08609, + + + +2023-05-17 18:45:11,010 - ice0003 - [INFO] - [E:5| 0]: Train Loss:0.0024046, Val MRR:0.08609, ice0003 +2023-05-17 18:46:41,062 - ice0003 - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.08609, ice0003 +2023-05-17 18:47:55,631 - ice0003 - [INFO] - [E:5| 200]: Train Loss:0.0024039, Val MRR:0.08609, ice0003 +2023-05-17 18:49:10,389 - ice0003 - [INFO] - [E:5| 300]: Train Loss:0.0024034, Val MRR:0.08609, ice0003 +2023-05-17 18:50:25,029 - ice0003 - [INFO] - [E:5| 400]: Train Loss:0.0024013, Val MRR:0.08609, ice0003 +2023-05-17 18:51:39,656 - ice0003 - [INFO] - [E:5| 500]: Train Loss:0.0023996, Val MRR:0.08609, ice0003 +2023-05-17 18:52:54,223 - ice0003 - [INFO] - [E:5| 600]: Train Loss:0.0023969, Val MRR:0.08609, ice0003 +2023-05-17 18:54:08,788 - ice0003 - [INFO] - [E:5| 700]: Train Loss:0.0023948, Val MRR:0.08609, ice0003 +2023-05-17 18:55:30,207 - ice0003 - [INFO] - [E:5| 800]: Train Loss:0.0023918, Val MRR:0.08609, ice0003 +2023-05-17 18:57:06,198 - ice0003 - [INFO] - [E:5| 900]: Train Loss:0.0023897, Val MRR:0.08609, ice0003 +2023-05-17 18:58:10,974 - ice0003 - [INFO] - [Epoch:5]: Training Loss:0.002388 + +2023-05-17 18:58:11,231 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 18:58:27,473 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 18:58:43,457 - ice0003 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.12691, Head : 0.09848, Avg : 0.1127 + +2023-05-17 18:58:44,742 - ice0003 - [INFO] - [Epoch 5]: Training Loss: 0.0023878, Valid MRR: 0.1127, + + + +2023-05-17 18:58:45,498 - ice0003 - [INFO] - [E:6| 0]: Train Loss:0.0023852, Val MRR:0.1127, ice0003 +2023-05-17 19:00:00,077 - ice0003 - [INFO] - [E:6| 100]: Train Loss:0.0023576, Val MRR:0.1127, ice0003 +2023-05-17 19:01:14,690 - ice0003 - [INFO] - [E:6| 200]: Train Loss:0.0023569, Val MRR:0.1127, ice0003 +2023-05-17 19:02:29,324 - ice0003 - [INFO] - [E:6| 300]: Train Loss:0.0023529, Val MRR:0.1127, ice0003 +2023-05-17 19:03:43,957 - ice0003 - [INFO] - [E:6| 400]: Train Loss:0.0023523, Val MRR:0.1127, ice0003 +2023-05-17 19:04:58,539 - ice0003 - [INFO] - [E:6| 500]: Train Loss:0.0023494, Val MRR:0.1127, ice0003 +2023-05-17 19:06:12,997 - ice0003 - [INFO] - [E:6| 600]: Train Loss:0.0023463, Val MRR:0.1127, ice0003 +2023-05-17 19:07:47,675 - ice0003 - [INFO] - [E:6| 700]: Train Loss:0.0023439, Val MRR:0.1127, ice0003 +2023-05-17 19:09:22,765 - ice0003 - [INFO] - [E:6| 800]: Train Loss:0.0023411, Val MRR:0.1127, ice0003 +2023-05-17 19:10:37,321 - ice0003 - [INFO] - [E:6| 900]: Train Loss:0.0023381, Val MRR:0.1127, ice0003 +2023-05-17 19:11:29,735 - ice0003 - [INFO] - [Epoch:6]: Training Loss:0.002336 + +2023-05-17 19:11:29,992 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 19:11:46,236 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 19:12:02,211 - ice0003 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.20688, Head : 0.1632, Avg : 0.18504 + +2023-05-17 19:12:03,537 - ice0003 - [INFO] - [Epoch 6]: Training Loss: 0.0023362, Valid MRR: 0.18504, + + + +2023-05-17 19:12:04,292 - ice0003 - [INFO] - [E:7| 0]: Train Loss:0.002358, Val MRR:0.18504, ice0003 +2023-05-17 19:13:18,875 - ice0003 - [INFO] - [E:7| 100]: Train Loss:0.002296, Val MRR:0.18504, ice0003 +2023-05-17 19:14:33,470 - ice0003 - [INFO] - [E:7| 200]: Train Loss:0.002295, Val MRR:0.18504, ice0003 +2023-05-17 19:15:48,056 - ice0003 - [INFO] - [E:7| 300]: Train Loss:0.0022934, Val MRR:0.18504, ice0003 +2023-05-17 19:17:02,728 - ice0003 - [INFO] - [E:7| 400]: Train Loss:0.0022914, Val MRR:0.18504, ice0003 +2023-05-17 19:18:29,423 - ice0003 - [INFO] - [E:7| 500]: Train Loss:0.0022894, Val MRR:0.18504, ice0003 +2023-05-17 19:20:05,476 - ice0003 - [INFO] - [E:7| 600]: Train Loss:0.0022879, Val MRR:0.18504, ice0003 +2023-05-17 19:21:27,310 - ice0003 - [INFO] - [E:7| 700]: Train Loss:0.0022869, Val MRR:0.18504, ice0003 +2023-05-17 19:22:41,857 - ice0003 - [INFO] - [E:7| 800]: Train Loss:0.0022851, Val MRR:0.18504, ice0003 +2023-05-17 19:23:56,408 - ice0003 - [INFO] - [E:7| 900]: Train Loss:0.0022833, Val MRR:0.18504, ice0003 +2023-05-17 19:24:48,893 - ice0003 - [INFO] - [Epoch:7]: Training Loss:0.002281 + +2023-05-17 19:24:49,148 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 19:25:05,381 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 19:25:21,376 - ice0003 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.25001, Head : 0.20485, Avg : 0.22743 + +2023-05-17 19:25:22,685 - ice0003 - [INFO] - [Epoch 7]: Training Loss: 0.0022813, Valid MRR: 0.22743, + + + +2023-05-17 19:25:23,444 - ice0003 - [INFO] - [E:8| 0]: Train Loss:0.0022174, Val MRR:0.22743, ice0003 +2023-05-17 19:26:38,095 - ice0003 - [INFO] - [E:8| 100]: Train Loss:0.0022422, Val MRR:0.22743, ice0003 +2023-05-17 19:27:52,656 - ice0003 - [INFO] - [E:8| 200]: Train Loss:0.0022429, Val MRR:0.22743, ice0003 +2023-05-17 19:29:11,887 - ice0003 - [INFO] - [E:8| 300]: Train Loss:0.0022433, Val MRR:0.22743, ice0003 +2023-05-17 19:30:47,880 - ice0003 - [INFO] - [E:8| 400]: Train Loss:0.0022421, Val MRR:0.22743, ice0003 +2023-05-17 19:32:17,066 - ice0003 - [INFO] - [E:8| 500]: Train Loss:0.0022405, Val MRR:0.22743, ice0003 +2023-05-17 19:33:31,687 - ice0003 - [INFO] - [E:8| 600]: Train Loss:0.0022382, Val MRR:0.22743, ice0003 +2023-05-17 19:34:46,295 - ice0003 - [INFO] - [E:8| 700]: Train Loss:0.0022356, Val MRR:0.22743, ice0003 +2023-05-17 19:36:00,911 - ice0003 - [INFO] - [E:8| 800]: Train Loss:0.0022331, Val MRR:0.22743, ice0003 +2023-05-17 19:37:15,533 - ice0003 - [INFO] - [E:8| 900]: Train Loss:0.0022308, Val MRR:0.22743, ice0003 +2023-05-17 19:38:07,984 - ice0003 - [INFO] - [Epoch:8]: Training Loss:0.002229 + +2023-05-17 19:38:08,238 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 19:38:24,478 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 19:38:40,470 - ice0003 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.3124, Head : 0.24919, Avg : 0.2808 + +2023-05-17 19:38:41,714 - ice0003 - [INFO] - [Epoch 8]: Training Loss: 0.0022292, Valid MRR: 0.2808, + + + +2023-05-17 19:38:42,468 - ice0003 - [INFO] - [E:9| 0]: Train Loss:0.002129, Val MRR:0.2808, ice0003 +2023-05-17 19:39:56,865 - ice0003 - [INFO] - [E:9| 100]: Train Loss:0.0021863, Val MRR:0.2808, ice0003 +2023-05-17 19:41:29,915 - ice0003 - [INFO] - [E:9| 200]: Train Loss:0.0021873, Val MRR:0.2808, ice0003 +2023-05-17 19:43:05,941 - ice0003 - [INFO] - [E:9| 300]: Train Loss:0.0021874, Val MRR:0.2808, ice0003 +2023-05-17 19:44:21,324 - ice0003 - [INFO] - [E:9| 400]: Train Loss:0.0021869, Val MRR:0.2808, ice0003 +2023-05-17 19:45:35,990 - ice0003 - [INFO] - [E:9| 500]: Train Loss:0.0021851, Val MRR:0.2808, ice0003 +2023-05-17 19:46:50,720 - ice0003 - [INFO] - [E:9| 600]: Train Loss:0.0021839, Val MRR:0.2808, ice0003 +2023-05-17 19:48:05,327 - ice0003 - [INFO] - [E:9| 700]: Train Loss:0.0021818, Val MRR:0.2808, ice0003 +2023-05-17 19:49:19,938 - ice0003 - [INFO] - [E:9| 800]: Train Loss:0.0021806, Val MRR:0.2808, ice0003 +2023-05-17 19:50:34,548 - ice0003 - [INFO] - [E:9| 900]: Train Loss:0.0021778, Val MRR:0.2808, ice0003 +2023-05-17 19:51:26,976 - ice0003 - [INFO] - [Epoch:9]: Training Loss:0.002176 + +2023-05-17 19:51:27,231 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 19:51:43,462 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 19:52:01,464 - ice0003 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.34433, Head : 0.28859, Avg : 0.31646 + MR: Tail : 275.88, Head : 318.85, Avg : 297.37 + Hit-1: Tail : 0.24845, Head : 0.19723, Avg : 0.22284 + Hit-3: Tail : 0.38633, Head : 0.32055, Avg : 0.35344 + Hit-10: Tail : 0.52494, Head : 0.47263, Avg : 0.49879 +2023-05-17 19:52:02,797 - ice0003 - [INFO] - [Epoch 9]: Training Loss: 0.0021763, Valid MRR: 0.31646, + + + +2023-05-17 19:52:03,770 - ice0003 - [INFO] - [E:10| 0]: Train Loss:0.0021453, Val MRR:0.31646, ice0003 +2023-05-17 19:53:37,936 - ice0003 - [INFO] - [E:10| 100]: Train Loss:0.0021316, Val MRR:0.31646, ice0003 +2023-05-17 19:55:09,621 - ice0003 - [INFO] - [E:10| 200]: Train Loss:0.0021369, Val MRR:0.31646, ice0003 +2023-05-17 19:56:24,131 - ice0003 - [INFO] - [E:10| 300]: Train Loss:0.0021361, Val MRR:0.31646, ice0003 +2023-05-17 19:57:38,620 - ice0003 - [INFO] - [E:10| 400]: Train Loss:0.0021326, Val MRR:0.31646, ice0003 +2023-05-17 19:58:53,134 - ice0003 - [INFO] - [E:10| 500]: Train Loss:0.002133, Val MRR:0.31646, ice0003 +2023-05-17 20:00:07,735 - ice0003 - [INFO] - [E:10| 600]: Train Loss:0.0021327, Val MRR:0.31646, ice0003 +2023-05-17 20:01:22,404 - ice0003 - [INFO] - [E:10| 700]: Train Loss:0.0021323, Val MRR:0.31646, ice0003 +2023-05-17 20:02:36,980 - ice0003 - [INFO] - [E:10| 800]: Train Loss:0.0021318, Val MRR:0.31646, ice0003 +2023-05-17 20:03:55,598 - ice0003 - [INFO] - [E:10| 900]: Train Loss:0.0021314, Val MRR:0.31646, ice0003 +2023-05-17 20:05:03,086 - ice0003 - [INFO] - [Epoch:10]: Training Loss:0.002131 + +2023-05-17 20:05:03,416 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 20:05:24,349 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 20:05:44,950 - ice0003 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.36412, Head : 0.31109, Avg : 0.3376 + +2023-05-17 20:05:46,276 - ice0003 - [INFO] - [Epoch 10]: Training Loss: 0.0021313, Valid MRR: 0.3376, + + + +2023-05-17 20:05:47,247 - ice0003 - [INFO] - [E:11| 0]: Train Loss:0.0021518, Val MRR:0.3376, ice0003 +2023-05-17 20:07:12,792 - ice0003 - [INFO] - [E:11| 100]: Train Loss:0.002091, Val MRR:0.3376, ice0003 +2023-05-17 20:08:27,332 - ice0003 - [INFO] - [E:11| 200]: Train Loss:0.0020931, Val MRR:0.3376, ice0003 +2023-05-17 20:09:41,840 - ice0003 - [INFO] - [E:11| 300]: Train Loss:0.0020968, Val MRR:0.3376, ice0003 +2023-05-17 20:10:56,321 - ice0003 - [INFO] - [E:11| 400]: Train Loss:0.0020982, Val MRR:0.3376, ice0003 +2023-05-17 20:12:10,825 - ice0003 - [INFO] - [E:11| 500]: Train Loss:0.0020973, Val MRR:0.3376, ice0003 +2023-05-17 20:13:25,357 - ice0003 - [INFO] - [E:11| 600]: Train Loss:0.0020973, Val MRR:0.3376, ice0003 +2023-05-17 20:14:39,973 - ice0003 - [INFO] - [E:11| 700]: Train Loss:0.0020964, Val MRR:0.3376, ice0003 +2023-05-17 20:16:04,268 - ice0003 - [INFO] - [E:11| 800]: Train Loss:0.0020971, Val MRR:0.3376, ice0003 +2023-05-17 20:17:40,377 - ice0003 - [INFO] - [E:11| 900]: Train Loss:0.0020969, Val MRR:0.3376, ice0003 +2023-05-17 20:18:42,453 - ice0003 - [INFO] - [Epoch:11]: Training Loss:0.002097 + +2023-05-17 20:18:42,707 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 20:18:58,952 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 20:19:14,933 - ice0003 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.37403, Head : 0.32136, Avg : 0.34769 + +2023-05-17 20:19:16,340 - ice0003 - [INFO] - [Epoch 11]: Training Loss: 0.0020971, Valid MRR: 0.34769, + + + +2023-05-17 20:19:17,099 - ice0003 - [INFO] - [E:12| 0]: Train Loss:0.0020951, Val MRR:0.34769, ice0003 +2023-05-17 20:20:31,731 - ice0003 - [INFO] - [E:12| 100]: Train Loss:0.0020686, Val MRR:0.34769, ice0003 +2023-05-17 20:21:46,405 - ice0003 - [INFO] - [E:12| 200]: Train Loss:0.0020675, Val MRR:0.34769, ice0003 +2023-05-17 20:23:00,961 - ice0003 - [INFO] - [E:12| 300]: Train Loss:0.0020674, Val MRR:0.34769, ice0003 +2023-05-17 20:24:15,486 - ice0003 - [INFO] - [E:12| 400]: Train Loss:0.0020684, Val MRR:0.34769, ice0003 +2023-05-17 20:25:29,987 - ice0003 - [INFO] - [E:12| 500]: Train Loss:0.0020687, Val MRR:0.34769, ice0003 +2023-05-17 20:26:47,120 - ice0003 - [INFO] - [E:12| 600]: Train Loss:0.0020686, Val MRR:0.34769, ice0003 +2023-05-17 20:28:23,111 - ice0003 - [INFO] - [E:12| 700]: Train Loss:0.0020696, Val MRR:0.34769, ice0003 +2023-05-17 20:29:54,375 - ice0003 - [INFO] - [E:12| 800]: Train Loss:0.0020696, Val MRR:0.34769, ice0003 +2023-05-17 20:31:08,890 - ice0003 - [INFO] - [E:12| 900]: Train Loss:0.0020695, Val MRR:0.34769, ice0003 +2023-05-17 20:32:01,259 - ice0003 - [INFO] - [Epoch:12]: Training Loss:0.00207 + +2023-05-17 20:32:01,513 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 20:32:17,756 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 20:32:33,732 - ice0003 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.38239, Head : 0.33321, Avg : 0.3578 + +2023-05-17 20:32:34,980 - ice0003 - [INFO] - [Epoch 12]: Training Loss: 0.0020699, Valid MRR: 0.3578, + + + +2023-05-17 20:32:35,735 - ice0003 - [INFO] - [E:13| 0]: Train Loss:0.0019786, Val MRR:0.3578, ice0003 +2023-05-17 20:33:50,226 - ice0003 - [INFO] - [E:13| 100]: Train Loss:0.0020336, Val MRR:0.3578, ice0003 +2023-05-17 20:35:04,737 - ice0003 - [INFO] - [E:13| 200]: Train Loss:0.0020401, Val MRR:0.3578, ice0003 +2023-05-17 20:36:19,253 - ice0003 - [INFO] - [E:13| 300]: Train Loss:0.0020406, Val MRR:0.3578, ice0003 +2023-05-17 20:37:33,767 - ice0003 - [INFO] - [E:13| 400]: Train Loss:0.002043, Val MRR:0.3578, ice0003 +2023-05-17 20:39:03,499 - ice0003 - [INFO] - [E:13| 500]: Train Loss:0.0020436, Val MRR:0.3578, ice0003 +2023-05-17 20:40:38,825 - ice0003 - [INFO] - [E:13| 600]: Train Loss:0.0020445, Val MRR:0.3578, ice0003 +2023-05-17 20:41:57,770 - ice0003 - [INFO] - [E:13| 700]: Train Loss:0.0020455, Val MRR:0.3578, ice0003 +2023-05-17 20:43:12,341 - ice0003 - [INFO] - [E:13| 800]: Train Loss:0.0020468, Val MRR:0.3578, ice0003 +2023-05-17 20:44:26,938 - ice0003 - [INFO] - [E:13| 900]: Train Loss:0.0020478, Val MRR:0.3578, ice0003 +2023-05-17 20:45:19,384 - ice0003 - [INFO] - [Epoch:13]: Training Loss:0.002048 + +2023-05-17 20:45:19,638 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 20:45:35,866 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 20:45:51,850 - ice0003 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.38913, Head : 0.33831, Avg : 0.36372 + +2023-05-17 20:45:53,183 - ice0003 - [INFO] - [Epoch 13]: Training Loss: 0.0020484, Valid MRR: 0.36372, + + + +2023-05-17 20:45:53,939 - ice0003 - [INFO] - [E:14| 0]: Train Loss:0.0020105, Val MRR:0.36372, ice0003 +2023-05-17 20:47:08,542 - ice0003 - [INFO] - [E:14| 100]: Train Loss:0.0020137, Val MRR:0.36372, ice0003 +2023-05-17 20:48:23,100 - ice0003 - [INFO] - [E:14| 200]: Train Loss:0.0020202, Val MRR:0.36372, ice0003 +2023-05-17 20:49:44,247 - ice0003 - [INFO] - [E:14| 300]: Train Loss:0.0020246, Val MRR:0.36372, ice0003 +2023-05-17 20:51:20,251 - ice0003 - [INFO] - [E:14| 400]: Train Loss:0.0020243, Val MRR:0.36372, ice0003 +2023-05-17 20:52:47,372 - ice0003 - [INFO] - [E:14| 500]: Train Loss:0.0020266, Val MRR:0.36372, ice0003 +2023-05-17 20:54:01,862 - ice0003 - [INFO] - [E:14| 600]: Train Loss:0.0020265, Val MRR:0.36372, ice0003 +2023-05-17 20:55:16,373 - ice0003 - [INFO] - [E:14| 700]: Train Loss:0.0020263, Val MRR:0.36372, ice0003 +2023-05-17 20:56:30,878 - ice0003 - [INFO] - [E:14| 800]: Train Loss:0.0020266, Val MRR:0.36372, ice0003 +2023-05-17 20:57:45,499 - ice0003 - [INFO] - [E:14| 900]: Train Loss:0.002027, Val MRR:0.36372, ice0003 +2023-05-17 20:58:37,976 - ice0003 - [INFO] - [Epoch:14]: Training Loss:0.002028 + +2023-05-17 20:58:38,231 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 20:58:54,485 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 20:59:10,461 - ice0003 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.38636, Head : 0.3415, Avg : 0.36393 + +2023-05-17 20:59:11,817 - ice0003 - [INFO] - [Epoch 14]: Training Loss: 0.002028, Valid MRR: 0.36393, + + + +2023-05-17 20:59:12,574 - ice0003 - [INFO] - [E:15| 0]: Train Loss:0.0019968, Val MRR:0.36393, ice0003 +2023-05-17 21:00:27,033 - ice0003 - [INFO] - [E:15| 100]: Train Loss:0.0020037, Val MRR:0.36393, ice0003 +2023-05-17 21:02:02,113 - ice0003 - [INFO] - [E:15| 200]: Train Loss:0.0020039, Val MRR:0.36393, ice0003 +2023-05-17 21:03:36,924 - ice0003 - [INFO] - [E:15| 300]: Train Loss:0.0020073, Val MRR:0.36393, ice0003 +2023-05-17 21:04:51,468 - ice0003 - [INFO] - [E:15| 400]: Train Loss:0.0020061, Val MRR:0.36393, ice0003 +2023-05-17 21:06:06,061 - ice0003 - [INFO] - [E:15| 500]: Train Loss:0.0020067, Val MRR:0.36393, ice0003 +2023-05-17 21:07:20,641 - ice0003 - [INFO] - [E:15| 600]: Train Loss:0.0020082, Val MRR:0.36393, ice0003 +2023-05-17 21:08:35,214 - ice0003 - [INFO] - [E:15| 700]: Train Loss:0.0020088, Val MRR:0.36393, ice0003 +2023-05-17 21:09:49,777 - ice0003 - [INFO] - [E:15| 800]: Train Loss:0.0020092, Val MRR:0.36393, ice0003 +2023-05-17 21:11:04,317 - ice0003 - [INFO] - [E:15| 900]: Train Loss:0.0020101, Val MRR:0.36393, ice0003 +2023-05-17 21:11:56,783 - ice0003 - [INFO] - [Epoch:15]: Training Loss:0.002011 + +2023-05-17 21:11:57,038 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 21:12:13,293 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 21:12:33,325 - ice0003 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.39192, Head : 0.34072, Avg : 0.36632 + +2023-05-17 21:12:34,594 - ice0003 - [INFO] - [Epoch 15]: Training Loss: 0.0020108, Valid MRR: 0.36632, + + + +2023-05-17 21:12:35,563 - ice0003 - [INFO] - [E:16| 0]: Train Loss:0.0019749, Val MRR:0.36632, ice0003 +2023-05-17 21:14:11,567 - ice0003 - [INFO] - [E:16| 100]: Train Loss:0.0019792, Val MRR:0.36632, ice0003 +2023-05-17 21:15:40,180 - ice0003 - [INFO] - [E:16| 200]: Train Loss:0.0019848, Val MRR:0.36632, ice0003 +2023-05-17 21:16:54,788 - ice0003 - [INFO] - [E:16| 300]: Train Loss:0.0019869, Val MRR:0.36632, ice0003 +2023-05-17 21:18:09,432 - ice0003 - [INFO] - [E:16| 400]: Train Loss:0.001988, Val MRR:0.36632, ice0003 +2023-05-17 21:19:23,940 - ice0003 - [INFO] - [E:16| 500]: Train Loss:0.0019891, Val MRR:0.36632, ice0003 +2023-05-17 21:20:38,467 - ice0003 - [INFO] - [E:16| 600]: Train Loss:0.0019903, Val MRR:0.36632, ice0003 +2023-05-17 21:21:52,963 - ice0003 - [INFO] - [E:16| 700]: Train Loss:0.0019921, Val MRR:0.36632, ice0003 +2023-05-17 21:23:07,497 - ice0003 - [INFO] - [E:16| 800]: Train Loss:0.0019934, Val MRR:0.36632, ice0003 +2023-05-17 21:24:29,549 - ice0003 - [INFO] - [E:16| 900]: Train Loss:0.0019938, Val MRR:0.36632, ice0003 +2023-05-17 21:25:37,104 - ice0003 - [INFO] - [Epoch:16]: Training Loss:0.001994 + +2023-05-17 21:25:37,436 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 21:25:58,382 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 21:26:19,000 - ice0003 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.39704, Head : 0.34409, Avg : 0.37056 + +2023-05-17 21:26:20,258 - ice0003 - [INFO] - [Epoch 16]: Training Loss: 0.0019944, Valid MRR: 0.37056, + + + +2023-05-17 21:26:21,229 - ice0003 - [INFO] - [E:17| 0]: Train Loss:0.0019916, Val MRR:0.37056, ice0003 +2023-05-17 21:27:43,608 - ice0003 - [INFO] - [E:17| 100]: Train Loss:0.0019623, Val MRR:0.37056, ice0003 +2023-05-17 21:28:58,240 - ice0003 - [INFO] - [E:17| 200]: Train Loss:0.0019666, Val MRR:0.37056, ice0003 +2023-05-17 21:30:12,882 - ice0003 - [INFO] - [E:17| 300]: Train Loss:0.0019695, Val MRR:0.37056, ice0003 +2023-05-17 21:31:27,458 - ice0003 - [INFO] - [E:17| 400]: Train Loss:0.0019712, Val MRR:0.37056, ice0003 +2023-05-17 21:32:41,993 - ice0003 - [INFO] - [E:17| 500]: Train Loss:0.0019734, Val MRR:0.37056, ice0003 +2023-05-17 21:33:56,554 - ice0003 - [INFO] - [E:17| 600]: Train Loss:0.0019754, Val MRR:0.37056, ice0003 +2023-05-17 21:35:11,143 - ice0003 - [INFO] - [E:17| 700]: Train Loss:0.0019768, Val MRR:0.37056, ice0003 +2023-05-17 21:36:39,661 - ice0003 - [INFO] - [E:17| 800]: Train Loss:0.0019774, Val MRR:0.37056, ice0003 +2023-05-17 21:38:15,643 - ice0003 - [INFO] - [E:17| 900]: Train Loss:0.0019789, Val MRR:0.37056, ice0003 +2023-05-17 21:39:13,340 - ice0003 - [INFO] - [Epoch:17]: Training Loss:0.001979 + +2023-05-17 21:39:13,593 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 21:39:29,842 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 21:39:45,815 - ice0003 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.39872, Head : 0.34851, Avg : 0.37361 + +2023-05-17 21:39:47,071 - ice0003 - [INFO] - [Epoch 17]: Training Loss: 0.0019795, Valid MRR: 0.37361, + + + +2023-05-17 21:39:47,824 - ice0003 - [INFO] - [E:18| 0]: Train Loss:0.0019153, Val MRR:0.37361, ice0003 +2023-05-17 21:41:02,384 - ice0003 - [INFO] - [E:18| 100]: Train Loss:0.0019522, Val MRR:0.37361, ice0003 +2023-05-17 21:42:17,001 - ice0003 - [INFO] - [E:18| 200]: Train Loss:0.0019524, Val MRR:0.37361, ice0003 +2023-05-17 21:43:31,524 - ice0003 - [INFO] - [E:18| 300]: Train Loss:0.0019536, Val MRR:0.37361, ice0003 +2023-05-17 21:44:46,116 - ice0003 - [INFO] - [E:18| 400]: Train Loss:0.0019556, Val MRR:0.37361, ice0003 +2023-05-17 21:46:00,711 - ice0003 - [INFO] - [E:18| 500]: Train Loss:0.0019564, Val MRR:0.37361, ice0003 +2023-05-17 21:47:20,456 - ice0003 - [INFO] - [E:18| 600]: Train Loss:0.0019582, Val MRR:0.37361, ice0003 +2023-05-17 21:48:56,440 - ice0003 - [INFO] - [E:18| 700]: Train Loss:0.0019608, Val MRR:0.37361, ice0003 +2023-05-17 21:50:25,039 - ice0003 - [INFO] - [E:18| 800]: Train Loss:0.0019634, Val MRR:0.37361, ice0003 +2023-05-17 21:51:39,519 - ice0003 - [INFO] - [E:18| 900]: Train Loss:0.0019646, Val MRR:0.37361, ice0003 +2023-05-17 21:52:31,893 - ice0003 - [INFO] - [Epoch:18]: Training Loss:0.001965 + +2023-05-17 21:52:32,146 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 21:52:48,395 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 21:53:04,384 - ice0003 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.4023, Head : 0.3539, Avg : 0.3781 + +2023-05-17 21:53:05,615 - ice0003 - [INFO] - [Epoch 18]: Training Loss: 0.001965, Valid MRR: 0.3781, + + + +2023-05-17 21:53:06,370 - ice0003 - [INFO] - [E:19| 0]: Train Loss:0.0019587, Val MRR:0.3781, ice0003 +2023-05-17 21:54:20,881 - ice0003 - [INFO] - [E:19| 100]: Train Loss:0.0019381, Val MRR:0.3781, ice0003 +2023-05-17 21:55:35,459 - ice0003 - [INFO] - [E:19| 200]: Train Loss:0.0019372, Val MRR:0.3781, ice0003 +2023-05-17 21:56:49,959 - ice0003 - [INFO] - [E:19| 300]: Train Loss:0.0019399, Val MRR:0.3781, ice0003 +2023-05-17 21:58:04,551 - ice0003 - [INFO] - [E:19| 400]: Train Loss:0.0019427, Val MRR:0.3781, ice0003 +2023-05-17 21:59:35,552 - ice0003 - [INFO] - [E:19| 500]: Train Loss:0.0019441, Val MRR:0.3781, ice0003 +2023-05-17 22:01:11,558 - ice0003 - [INFO] - [E:19| 600]: Train Loss:0.0019466, Val MRR:0.3781, ice0003 +2023-05-17 22:02:28,879 - ice0003 - [INFO] - [E:19| 700]: Train Loss:0.0019482, Val MRR:0.3781, ice0003 +2023-05-17 22:03:43,454 - ice0003 - [INFO] - [E:19| 800]: Train Loss:0.0019497, Val MRR:0.3781, ice0003 +2023-05-17 22:04:57,977 - ice0003 - [INFO] - [E:19| 900]: Train Loss:0.0019506, Val MRR:0.3781, ice0003 +2023-05-17 22:05:50,405 - ice0003 - [INFO] - [Epoch:19]: Training Loss:0.001951 + +2023-05-17 22:05:50,661 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 22:06:06,901 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 22:06:22,883 - ice0003 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.39732, Head : 0.34793, Avg : 0.37262 + MR: Tail : 290.86, Head : 329.15, Avg : 310.0 + Hit-1: Tail : 0.2953, Head : 0.24845, Avg : 0.27188 + Hit-3: Tail : 0.44593, Head : 0.38755, Avg : 0.41674 + Hit-10: Tail : 0.59631, Head : 0.54679, Avg : 0.57155 +2023-05-17 22:06:22,884 - ice0003 - [INFO] - [Epoch 19]: Training Loss: 0.0019513, Valid MRR: 0.3781, + + + +2023-05-17 22:06:23,638 - ice0003 - [INFO] - [E:20| 0]: Train Loss:0.0019167, Val MRR:0.3781, ice0003 +2023-05-17 22:07:38,218 - ice0003 - [INFO] - [E:20| 100]: Train Loss:0.0019196, Val MRR:0.3781, ice0003 +2023-05-17 22:08:52,835 - ice0003 - [INFO] - [E:20| 200]: Train Loss:0.0019228, Val MRR:0.3781, ice0003 +2023-05-17 22:10:07,437 - ice0003 - [INFO] - [E:20| 300]: Train Loss:0.0019251, Val MRR:0.3781, ice0003 +2023-05-17 22:11:42,592 - ice0003 - [INFO] - [E:20| 400]: Train Loss:0.0019269, Val MRR:0.3781, ice0003 +2023-05-17 22:13:17,251 - ice0003 - [INFO] - [E:20| 500]: Train Loss:0.0019306, Val MRR:0.3781, ice0003 +2023-05-17 22:14:31,801 - ice0003 - [INFO] - [E:20| 600]: Train Loss:0.0019318, Val MRR:0.3781, ice0003 +2023-05-17 22:15:46,283 - ice0003 - [INFO] - [E:20| 700]: Train Loss:0.0019336, Val MRR:0.3781, ice0003 +2023-05-17 22:17:00,888 - ice0003 - [INFO] - [E:20| 800]: Train Loss:0.001935, Val MRR:0.3781, ice0003 +2023-05-17 22:18:15,445 - ice0003 - [INFO] - [E:20| 900]: Train Loss:0.0019367, Val MRR:0.3781, ice0003 +2023-05-17 22:19:07,861 - ice0003 - [INFO] - [Epoch:20]: Training Loss:0.001938 + +2023-05-17 22:19:08,115 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 22:19:24,351 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 22:19:40,331 - ice0003 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.40138, Head : 0.35168, Avg : 0.37653 + +2023-05-17 22:19:40,331 - ice0003 - [INFO] - [Epoch 20]: Training Loss: 0.0019375, Valid MRR: 0.3781, + + + +2023-05-17 22:19:41,087 - ice0003 - [INFO] - [E:21| 0]: Train Loss:0.0019192, Val MRR:0.3781, ice0003 +2023-05-17 22:20:55,665 - ice0003 - [INFO] - [E:21| 100]: Train Loss:0.0019008, Val MRR:0.3781, ice0003 +2023-05-17 22:22:14,289 - ice0003 - [INFO] - [E:21| 200]: Train Loss:0.0019055, Val MRR:0.3781, ice0003 +2023-05-17 22:23:50,182 - ice0003 - [INFO] - [E:21| 300]: Train Loss:0.001908, Val MRR:0.3781, ice0003 +2023-05-17 22:25:19,941 - ice0003 - [INFO] - [E:21| 400]: Train Loss:0.0019133, Val MRR:0.3781, ice0003 +2023-05-17 22:26:34,422 - ice0003 - [INFO] - [E:21| 500]: Train Loss:0.0019161, Val MRR:0.3781, ice0003 +2023-05-17 22:27:49,005 - ice0003 - [INFO] - [E:21| 600]: Train Loss:0.0019182, Val MRR:0.3781, ice0003 +2023-05-17 22:29:03,615 - ice0003 - [INFO] - [E:21| 700]: Train Loss:0.0019204, Val MRR:0.3781, ice0003 +2023-05-17 22:30:18,164 - ice0003 - [INFO] - [E:21| 800]: Train Loss:0.0019223, Val MRR:0.3781, ice0003 +2023-05-17 22:31:32,678 - ice0003 - [INFO] - [E:21| 900]: Train Loss:0.0019242, Val MRR:0.3781, ice0003 +2023-05-17 22:32:25,074 - ice0003 - [INFO] - [Epoch:21]: Training Loss:0.001925 + +2023-05-17 22:32:25,330 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 22:32:41,570 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 22:32:57,556 - ice0003 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.3999, Head : 0.35178, Avg : 0.37584 + +2023-05-17 22:32:57,556 - ice0003 - [INFO] - [Epoch 21]: Training Loss: 0.0019255, Valid MRR: 0.3781, + + + +2023-05-17 22:32:58,315 - ice0003 - [INFO] - [E:22| 0]: Train Loss:0.0018664, Val MRR:0.3781, ice0003 +2023-05-17 22:34:20,612 - ice0003 - [INFO] - [E:22| 100]: Train Loss:0.0019018, Val MRR:0.3781, ice0003 +2023-05-17 22:35:56,605 - ice0003 - [INFO] - [E:22| 200]: Train Loss:0.0019008, Val MRR:0.3781, ice0003 +2023-05-17 22:37:22,592 - ice0003 - [INFO] - [E:22| 300]: Train Loss:0.0019012, Val MRR:0.3781, ice0003 +2023-05-17 22:38:37,121 - ice0003 - [INFO] - [E:22| 400]: Train Loss:0.0019033, Val MRR:0.3781, ice0003 +2023-05-17 22:39:51,689 - ice0003 - [INFO] - [E:22| 500]: Train Loss:0.001905, Val MRR:0.3781, ice0003 +2023-05-17 22:41:06,233 - ice0003 - [INFO] - [E:22| 600]: Train Loss:0.0019065, Val MRR:0.3781, ice0003 +2023-05-17 22:42:20,774 - ice0003 - [INFO] - [E:22| 700]: Train Loss:0.0019091, Val MRR:0.3781, ice0003 +2023-05-17 22:43:35,349 - ice0003 - [INFO] - [E:22| 800]: Train Loss:0.0019105, Val MRR:0.3781, ice0003 +2023-05-17 22:44:49,909 - ice0003 - [INFO] - [E:22| 900]: Train Loss:0.0019119, Val MRR:0.3781, ice0003 +2023-05-17 22:45:44,770 - ice0003 - [INFO] - [Epoch:22]: Training Loss:0.001914 + +2023-05-17 22:45:45,101 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 22:46:06,027 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 22:46:26,640 - ice0003 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.39806, Head : 0.35067, Avg : 0.37437 + +2023-05-17 22:46:26,640 - ice0003 - [INFO] - [Epoch 22]: Training Loss: 0.0019137, Valid MRR: 0.3781, + + + +2023-05-17 22:46:27,611 - ice0003 - [INFO] - [E:23| 0]: Train Loss:0.0018741, Val MRR:0.3781, ice0003 +2023-05-17 22:48:03,309 - ice0003 - [INFO] - [E:23| 100]: Train Loss:0.0018906, Val MRR:0.3781, ice0003 +2023-05-17 22:49:25,321 - ice0003 - [INFO] - [E:23| 200]: Train Loss:0.0018919, Val MRR:0.3781, ice0003 +2023-05-17 22:50:39,933 - ice0003 - [INFO] - [E:23| 300]: Train Loss:0.0018926, Val MRR:0.3781, ice0003 +2023-05-17 22:51:54,547 - ice0003 - [INFO] - [E:23| 400]: Train Loss:0.0018932, Val MRR:0.3781, ice0003 +2023-05-17 22:53:09,195 - ice0003 - [INFO] - [E:23| 500]: Train Loss:0.0018943, Val MRR:0.3781, ice0003 +2023-05-17 22:54:23,749 - ice0003 - [INFO] - [E:23| 600]: Train Loss:0.0018958, Val MRR:0.3781, ice0003 +2023-05-17 22:55:38,292 - ice0003 - [INFO] - [E:23| 700]: Train Loss:0.001898, Val MRR:0.3781, ice0003 +2023-05-17 22:56:52,880 - ice0003 - [INFO] - [E:23| 800]: Train Loss:0.0018994, Val MRR:0.3781, ice0003 +2023-05-17 22:58:20,411 - ice0003 - [INFO] - [E:23| 900]: Train Loss:0.0019008, Val MRR:0.3781, ice0003 +2023-05-17 22:59:27,951 - ice0003 - [INFO] - [Epoch:23]: Training Loss:0.001902 + +2023-05-17 22:59:28,281 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 22:59:49,215 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 23:00:09,817 - ice0003 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.39507, Head : 0.35045, Avg : 0.37276 + +2023-05-17 23:00:09,817 - ice0003 - [INFO] - [Epoch 23]: Training Loss: 0.0019021, Valid MRR: 0.3781, + + + +2023-05-17 23:00:10,786 - ice0003 - [INFO] - [E:24| 0]: Train Loss:0.0019278, Val MRR:0.3781, ice0003 +2023-05-17 23:01:28,603 - ice0003 - [INFO] - [E:24| 100]: Train Loss:0.0018747, Val MRR:0.3781, ice0003 +2023-05-17 23:02:43,213 - ice0003 - [INFO] - [E:24| 200]: Train Loss:0.001876, Val MRR:0.3781, ice0003 +2023-05-17 23:03:57,646 - ice0003 - [INFO] - [E:24| 300]: Train Loss:0.0018776, Val MRR:0.3781, ice0003 +2023-05-17 23:05:12,294 - ice0003 - [INFO] - [E:24| 400]: Train Loss:0.001881, Val MRR:0.3781, ice0003 +2023-05-17 23:06:26,813 - ice0003 - [INFO] - [E:24| 500]: Train Loss:0.0018828, Val MRR:0.3781, ice0003 +2023-05-17 23:07:41,350 - ice0003 - [INFO] - [E:24| 600]: Train Loss:0.001885, Val MRR:0.3781, ice0003 +2023-05-17 23:08:55,993 - ice0003 - [INFO] - [E:24| 700]: Train Loss:0.0018875, Val MRR:0.3781, ice0003 +2023-05-17 23:10:28,592 - ice0003 - [INFO] - [E:24| 800]: Train Loss:0.0018894, Val MRR:0.3781, ice0003 +2023-05-17 23:12:04,593 - ice0003 - [INFO] - [E:24| 900]: Train Loss:0.0018906, Val MRR:0.3781, ice0003 +2023-05-17 23:12:58,280 - ice0003 - [INFO] - [Epoch:24]: Training Loss:0.001892 + +2023-05-17 23:12:58,535 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 23:13:14,781 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 23:13:30,771 - ice0003 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.39905, Head : 0.35157, Avg : 0.37531 + +2023-05-17 23:13:30,772 - ice0003 - [INFO] - [Epoch 24]: Training Loss: 0.0018919, Valid MRR: 0.3781, + + + +2023-05-17 23:13:31,525 - ice0003 - [INFO] - [E:25| 0]: Train Loss:0.0018061, Val MRR:0.3781, ice0003 +2023-05-17 23:14:46,043 - ice0003 - [INFO] - [E:25| 100]: Train Loss:0.0018643, Val MRR:0.3781, ice0003 +2023-05-17 23:16:00,537 - ice0003 - [INFO] - [E:25| 200]: Train Loss:0.0018658, Val MRR:0.3781, ice0003 +2023-05-17 23:17:15,038 - ice0003 - [INFO] - [E:25| 300]: Train Loss:0.0018677, Val MRR:0.3781, ice0003 +2023-05-17 23:18:29,573 - ice0003 - [INFO] - [E:25| 400]: Train Loss:0.0018695, Val MRR:0.3781, ice0003 +2023-05-17 23:19:44,104 - ice0003 - [INFO] - [E:25| 500]: Train Loss:0.0018721, Val MRR:0.3781, ice0003 +2023-05-17 23:20:59,254 - ice0003 - [INFO] - [E:25| 600]: Train Loss:0.0018756, Val MRR:0.3781, ice0003 +2023-05-17 23:22:35,162 - ice0003 - [INFO] - [E:25| 700]: Train Loss:0.0018773, Val MRR:0.3781, ice0003 +2023-05-17 23:24:08,296 - ice0003 - [INFO] - [E:25| 800]: Train Loss:0.0018791, Val MRR:0.3781, ice0003 +2023-05-17 23:25:22,753 - ice0003 - [INFO] - [E:25| 900]: Train Loss:0.001881, Val MRR:0.3781, ice0003 +2023-05-17 23:26:15,112 - ice0003 - [INFO] - [Epoch:25]: Training Loss:0.001882 + +2023-05-17 23:26:15,368 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 23:26:31,604 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 23:26:47,576 - ice0003 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.39883, Head : 0.34876, Avg : 0.37379 + +2023-05-17 23:26:47,576 - ice0003 - [INFO] - [Epoch 25]: Training Loss: 0.0018819, Valid MRR: 0.3781, + + + +2023-05-17 23:26:48,330 - ice0003 - [INFO] - [E:26| 0]: Train Loss:0.0018636, Val MRR:0.3781, ice0003 +2023-05-17 23:28:02,821 - ice0003 - [INFO] - [E:26| 100]: Train Loss:0.0018499, Val MRR:0.3781, ice0003 +2023-05-17 23:29:17,318 - ice0003 - [INFO] - [E:26| 200]: Train Loss:0.0018535, Val MRR:0.3781, ice0003 +2023-05-17 23:30:31,791 - ice0003 - [INFO] - [E:26| 300]: Train Loss:0.0018579, Val MRR:0.3781, ice0003 +2023-05-17 23:31:46,326 - ice0003 - [INFO] - [E:26| 400]: Train Loss:0.0018593, Val MRR:0.3781, ice0003 +2023-05-17 23:33:05,195 - ice0003 - [INFO] - [E:26| 500]: Train Loss:0.0018625, Val MRR:0.3781, ice0003 +2023-05-17 23:34:41,171 - ice0003 - [INFO] - [E:26| 600]: Train Loss:0.001865, Val MRR:0.3781, ice0003 +2023-05-17 23:36:10,757 - ice0003 - [INFO] - [E:26| 700]: Train Loss:0.0018676, Val MRR:0.3781, ice0003 +2023-05-17 23:37:25,411 - ice0003 - [INFO] - [E:26| 800]: Train Loss:0.0018696, Val MRR:0.3781, ice0003 +2023-05-17 23:38:39,920 - ice0003 - [INFO] - [E:26| 900]: Train Loss:0.0018714, Val MRR:0.3781, ice0003 +2023-05-17 23:39:32,346 - ice0003 - [INFO] - [Epoch:26]: Training Loss:0.001872 + +2023-05-17 23:39:32,603 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 23:39:48,830 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 23:40:04,814 - ice0003 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.39839, Head : 0.34638, Avg : 0.37239 + +2023-05-17 23:40:04,814 - ice0003 - [INFO] - [Epoch 26]: Training Loss: 0.0018721, Valid MRR: 0.3781, + + + +2023-05-17 23:40:05,566 - ice0003 - [INFO] - [E:27| 0]: Train Loss:0.0018522, Val MRR:0.3781, ice0003 +2023-05-17 23:41:20,276 - ice0003 - [INFO] - [E:27| 100]: Train Loss:0.0018456, Val MRR:0.3781, ice0003 +2023-05-17 23:42:34,807 - ice0003 - [INFO] - [E:27| 200]: Train Loss:0.001847, Val MRR:0.3781, ice0003 +2023-05-17 23:43:49,283 - ice0003 - [INFO] - [E:27| 300]: Train Loss:0.0018483, Val MRR:0.3781, ice0003 +2023-05-17 23:45:11,941 - ice0003 - [INFO] - [E:27| 400]: Train Loss:0.001851, Val MRR:0.3781, ice0003 +2023-05-17 23:46:47,891 - ice0003 - [INFO] - [E:27| 500]: Train Loss:0.0018539, Val MRR:0.3781, ice0003 +2023-05-17 23:48:13,555 - ice0003 - [INFO] - [E:27| 600]: Train Loss:0.001855, Val MRR:0.3781, ice0003 +2023-05-17 23:49:28,099 - ice0003 - [INFO] - [E:27| 700]: Train Loss:0.0018571, Val MRR:0.3781, ice0003 +2023-05-17 23:50:42,715 - ice0003 - [INFO] - [E:27| 800]: Train Loss:0.0018588, Val MRR:0.3781, ice0003 +2023-05-17 23:51:57,234 - ice0003 - [INFO] - [E:27| 900]: Train Loss:0.0018612, Val MRR:0.3781, ice0003 +2023-05-17 23:52:49,590 - ice0003 - [INFO] - [Epoch:27]: Training Loss:0.001863 + +2023-05-17 23:52:49,846 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-17 23:53:06,078 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-17 23:53:22,071 - ice0003 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.40225, Head : 0.35251, Avg : 0.37738 + +2023-05-17 23:53:22,071 - ice0003 - [INFO] - [Epoch 27]: Training Loss: 0.0018626, Valid MRR: 0.3781, + + + +2023-05-17 23:53:22,831 - ice0003 - [INFO] - [E:28| 0]: Train Loss:0.0018298, Val MRR:0.3781, ice0003 +2023-05-17 23:54:37,406 - ice0003 - [INFO] - [E:28| 100]: Train Loss:0.0018338, Val MRR:0.3781, ice0003 +2023-05-17 23:55:52,000 - ice0003 - [INFO] - [E:28| 200]: Train Loss:0.0018338, Val MRR:0.3781, ice0003 +2023-05-17 23:57:17,962 - ice0003 - [INFO] - [E:28| 300]: Train Loss:0.0018358, Val MRR:0.3781, ice0003 +2023-05-17 23:58:53,951 - ice0003 - [INFO] - [E:28| 400]: Train Loss:0.0018394, Val MRR:0.3781, ice0003 +2023-05-18 00:00:16,236 - ice0003 - [INFO] - [E:28| 500]: Train Loss:0.0018424, Val MRR:0.3781, ice0003 +2023-05-18 00:01:30,820 - ice0003 - [INFO] - [E:28| 600]: Train Loss:0.0018456, Val MRR:0.3781, ice0003 +2023-05-18 00:02:45,426 - ice0003 - [INFO] - [E:28| 700]: Train Loss:0.0018481, Val MRR:0.3781, ice0003 +2023-05-18 00:04:00,024 - ice0003 - [INFO] - [E:28| 800]: Train Loss:0.0018499, Val MRR:0.3781, ice0003 +2023-05-18 00:05:14,562 - ice0003 - [INFO] - [E:28| 900]: Train Loss:0.0018518, Val MRR:0.3781, ice0003 +2023-05-18 00:06:07,005 - ice0003 - [INFO] - [Epoch:28]: Training Loss:0.001853 + +2023-05-18 00:06:07,264 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 00:06:23,504 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 00:06:39,488 - ice0003 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.4065, Head : 0.35097, Avg : 0.37874 + +2023-05-18 00:06:40,908 - ice0003 - [INFO] - [Epoch 28]: Training Loss: 0.0018531, Valid MRR: 0.37874, + + + +2023-05-18 00:06:41,665 - ice0003 - [INFO] - [E:29| 0]: Train Loss:0.0018758, Val MRR:0.37874, ice0003 +2023-05-18 00:07:58,769 - ice0003 - [INFO] - [E:29| 100]: Train Loss:0.0018259, Val MRR:0.37874, ice0003 +2023-05-18 00:09:34,825 - ice0003 - [INFO] - [E:29| 200]: Train Loss:0.0018293, Val MRR:0.37874, ice0003 +2023-05-18 00:11:06,069 - ice0003 - [INFO] - [E:29| 300]: Train Loss:0.0018325, Val MRR:0.37874, ice0003 +2023-05-18 00:12:20,718 - ice0003 - [INFO] - [E:29| 400]: Train Loss:0.0018347, Val MRR:0.37874, ice0003 +2023-05-18 00:13:35,357 - ice0003 - [INFO] - [E:29| 500]: Train Loss:0.001836, Val MRR:0.37874, ice0003 +2023-05-18 00:14:49,961 - ice0003 - [INFO] - [E:29| 600]: Train Loss:0.0018368, Val MRR:0.37874, ice0003 +2023-05-18 00:16:04,467 - ice0003 - [INFO] - [E:29| 700]: Train Loss:0.0018386, Val MRR:0.37874, ice0003 +2023-05-18 00:17:18,970 - ice0003 - [INFO] - [E:29| 800]: Train Loss:0.0018398, Val MRR:0.37874, ice0003 +2023-05-18 00:18:33,501 - ice0003 - [INFO] - [E:29| 900]: Train Loss:0.0018421, Val MRR:0.37874, ice0003 +2023-05-18 00:19:25,973 - ice0003 - [INFO] - [Epoch:29]: Training Loss:0.001843 + +2023-05-18 00:19:26,227 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 00:19:45,425 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 00:20:06,029 - ice0003 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.40435, Head : 0.35322, Avg : 0.37879 + MR: Tail : 396.61, Head : 408.64, Avg : 402.63 + Hit-1: Tail : 0.30647, Head : 0.25428, Avg : 0.28037 + Hit-3: Tail : 0.44702, Head : 0.39301, Avg : 0.42001 + Hit-10: Tail : 0.59619, Head : 0.55116, Avg : 0.57367 +2023-05-18 00:20:07,605 - ice0003 - [INFO] - [Epoch 29]: Training Loss: 0.0018428, Valid MRR: 0.37879, + + + +2023-05-18 00:20:08,570 - ice0003 - [INFO] - [E:30| 0]: Train Loss:0.0018509, Val MRR:0.37879, ice0003 +2023-05-18 00:21:44,391 - ice0003 - [INFO] - [E:30| 100]: Train Loss:0.0018106, Val MRR:0.37879, ice0003 +2023-05-18 00:23:09,502 - ice0003 - [INFO] - [E:30| 200]: Train Loss:0.0018159, Val MRR:0.37879, ice0003 +2023-05-18 00:24:23,990 - ice0003 - [INFO] - [E:30| 300]: Train Loss:0.00182, Val MRR:0.37879, ice0003 +2023-05-18 00:25:38,495 - ice0003 - [INFO] - [E:30| 400]: Train Loss:0.0018217, Val MRR:0.37879, ice0003 +2023-05-18 00:26:53,008 - ice0003 - [INFO] - [E:30| 500]: Train Loss:0.001824, Val MRR:0.37879, ice0003 +2023-05-18 00:28:07,499 - ice0003 - [INFO] - [E:30| 600]: Train Loss:0.0018264, Val MRR:0.37879, ice0003 +2023-05-18 00:29:22,009 - ice0003 - [INFO] - [E:30| 700]: Train Loss:0.0018286, Val MRR:0.37879, ice0003 +2023-05-18 00:30:36,523 - ice0003 - [INFO] - [E:30| 800]: Train Loss:0.0018301, Val MRR:0.37879, ice0003 +2023-05-18 00:31:57,267 - ice0003 - [INFO] - [E:30| 900]: Train Loss:0.0018315, Val MRR:0.37879, ice0003 +2023-05-18 00:33:04,819 - ice0003 - [INFO] - [Epoch:30]: Training Loss:0.001833 + +2023-05-18 00:33:05,152 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 00:33:26,090 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 00:33:46,698 - ice0003 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.40587, Head : 0.35571, Avg : 0.38079 + +2023-05-18 00:33:48,018 - ice0003 - [INFO] - [Epoch 30]: Training Loss: 0.0018327, Valid MRR: 0.38079, + + + +2023-05-18 00:33:48,989 - ice0003 - [INFO] - [E:31| 0]: Train Loss:0.0018065, Val MRR:0.38079, ice0003 +2023-05-18 00:35:12,463 - ice0003 - [INFO] - [E:31| 100]: Train Loss:0.0018036, Val MRR:0.38079, ice0003 +2023-05-18 00:36:27,056 - ice0003 - [INFO] - [E:31| 200]: Train Loss:0.0018058, Val MRR:0.38079, ice0003 +2023-05-18 00:37:41,698 - ice0003 - [INFO] - [E:31| 300]: Train Loss:0.0018075, Val MRR:0.38079, ice0003 +2023-05-18 00:38:56,302 - ice0003 - [INFO] - [E:31| 400]: Train Loss:0.001809, Val MRR:0.38079, ice0003 +2023-05-18 00:40:10,856 - ice0003 - [INFO] - [E:31| 500]: Train Loss:0.0018097, Val MRR:0.38079, ice0003 +2023-05-18 00:41:25,387 - ice0003 - [INFO] - [E:31| 600]: Train Loss:0.0018126, Val MRR:0.38079, ice0003 +2023-05-18 00:42:39,907 - ice0003 - [INFO] - [E:31| 700]: Train Loss:0.0018147, Val MRR:0.38079, ice0003 +2023-05-18 00:44:05,432 - ice0003 - [INFO] - [E:31| 800]: Train Loss:0.0018169, Val MRR:0.38079, ice0003 +2023-05-18 00:45:41,427 - ice0003 - [INFO] - [E:31| 900]: Train Loss:0.0018193, Val MRR:0.38079, ice0003 +2023-05-18 00:46:42,124 - ice0003 - [INFO] - [Epoch:31]: Training Loss:0.001821 + +2023-05-18 00:46:42,377 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 00:46:58,608 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 00:47:14,606 - ice0003 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.4062, Head : 0.35253, Avg : 0.37937 + +2023-05-18 00:47:14,606 - ice0003 - [INFO] - [Epoch 31]: Training Loss: 0.0018208, Valid MRR: 0.38079, + + + +2023-05-18 00:47:15,360 - ice0003 - [INFO] - [E:32| 0]: Train Loss:0.0017931, Val MRR:0.38079, ice0003 +2023-05-18 00:48:29,951 - ice0003 - [INFO] - [E:32| 100]: Train Loss:0.0017937, Val MRR:0.38079, ice0003 +2023-05-18 00:49:44,558 - ice0003 - [INFO] - [E:32| 200]: Train Loss:0.0017939, Val MRR:0.38079, ice0003 +2023-05-18 00:50:59,036 - ice0003 - [INFO] - [E:32| 300]: Train Loss:0.0017956, Val MRR:0.38079, ice0003 +2023-05-18 00:52:13,537 - ice0003 - [INFO] - [E:32| 400]: Train Loss:0.0017976, Val MRR:0.38079, ice0003 +2023-05-18 00:53:28,029 - ice0003 - [INFO] - [E:32| 500]: Train Loss:0.0018001, Val MRR:0.38079, ice0003 +2023-05-18 00:54:42,525 - ice0003 - [INFO] - [E:32| 600]: Train Loss:0.0018023, Val MRR:0.38079, ice0003 +2023-05-18 00:56:09,770 - ice0003 - [INFO] - [E:32| 700]: Train Loss:0.0018046, Val MRR:0.38079, ice0003 +2023-05-18 00:57:45,798 - ice0003 - [INFO] - [E:32| 800]: Train Loss:0.0018058, Val MRR:0.38079, ice0003 +2023-05-18 00:59:06,886 - ice0003 - [INFO] - [E:32| 900]: Train Loss:0.001807, Val MRR:0.38079, ice0003 +2023-05-18 00:59:59,366 - ice0003 - [INFO] - [Epoch:32]: Training Loss:0.001808 + +2023-05-18 00:59:59,621 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 01:00:15,859 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 01:00:31,845 - ice0003 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.40604, Head : 0.35246, Avg : 0.37925 + +2023-05-18 01:00:31,845 - ice0003 - [INFO] - [Epoch 32]: Training Loss: 0.0018079, Valid MRR: 0.38079, + + + +2023-05-18 01:00:32,605 - ice0003 - [INFO] - [E:33| 0]: Train Loss:0.0017488, Val MRR:0.38079, ice0003 +2023-05-18 01:01:47,266 - ice0003 - [INFO] - [E:33| 100]: Train Loss:0.0017822, Val MRR:0.38079, ice0003 +2023-05-18 01:03:01,990 - ice0003 - [INFO] - [E:33| 200]: Train Loss:0.0017821, Val MRR:0.38079, ice0003 +2023-05-18 01:04:16,647 - ice0003 - [INFO] - [E:33| 300]: Train Loss:0.0017837, Val MRR:0.38079, ice0003 +2023-05-18 01:05:31,271 - ice0003 - [INFO] - [E:33| 400]: Train Loss:0.0017854, Val MRR:0.38079, ice0003 +2023-05-18 01:06:45,829 - ice0003 - [INFO] - [E:33| 500]: Train Loss:0.0017875, Val MRR:0.38079, ice0003 +2023-05-18 01:08:18,332 - ice0003 - [INFO] - [E:33| 600]: Train Loss:0.0017884, Val MRR:0.38079, ice0003 +2023-05-18 01:09:54,298 - ice0003 - [INFO] - [E:33| 700]: Train Loss:0.0017898, Val MRR:0.38079, ice0003 +2023-05-18 01:11:10,107 - ice0003 - [INFO] - [E:33| 800]: Train Loss:0.0017912, Val MRR:0.38079, ice0003 +2023-05-18 01:12:24,609 - ice0003 - [INFO] - [E:33| 900]: Train Loss:0.0017928, Val MRR:0.38079, ice0003 +2023-05-18 01:13:17,056 - ice0003 - [INFO] - [Epoch:33]: Training Loss:0.001794 + +2023-05-18 01:13:17,313 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 01:13:33,552 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 01:13:49,529 - ice0003 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.41133, Head : 0.35876, Avg : 0.38504 + +2023-05-18 01:13:50,797 - ice0003 - [INFO] - [Epoch 33]: Training Loss: 0.0017939, Valid MRR: 0.38504, + + + +2023-05-18 01:13:51,554 - ice0003 - [INFO] - [E:34| 0]: Train Loss:0.001806, Val MRR:0.38504, ice0003 +2023-05-18 01:15:06,141 - ice0003 - [INFO] - [E:34| 100]: Train Loss:0.0017599, Val MRR:0.38504, ice0003 +2023-05-18 01:16:20,803 - ice0003 - [INFO] - [E:34| 200]: Train Loss:0.0017645, Val MRR:0.38504, ice0003 +2023-05-18 01:17:35,456 - ice0003 - [INFO] - [E:34| 300]: Train Loss:0.0017671, Val MRR:0.38504, ice0003 +2023-05-18 01:18:58,629 - ice0003 - [INFO] - [E:34| 400]: Train Loss:0.0017684, Val MRR:0.38504, ice0003 +2023-05-18 01:20:34,651 - ice0003 - [INFO] - [E:34| 500]: Train Loss:0.0017715, Val MRR:0.38504, ice0003 +2023-05-18 01:21:59,910 - ice0003 - [INFO] - [E:34| 600]: Train Loss:0.001772, Val MRR:0.38504, ice0003 +2023-05-18 01:23:14,508 - ice0003 - [INFO] - [E:34| 700]: Train Loss:0.0017742, Val MRR:0.38504, ice0003 +2023-05-18 01:24:29,046 - ice0003 - [INFO] - [E:34| 800]: Train Loss:0.0017759, Val MRR:0.38504, ice0003 +2023-05-18 01:25:43,606 - ice0003 - [INFO] - [E:34| 900]: Train Loss:0.0017776, Val MRR:0.38504, ice0003 +2023-05-18 01:26:35,983 - ice0003 - [INFO] - [Epoch:34]: Training Loss:0.001779 + +2023-05-18 01:26:36,237 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 01:26:52,469 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 01:27:08,449 - ice0003 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.40904, Head : 0.35938, Avg : 0.38421 + +2023-05-18 01:27:08,449 - ice0003 - [INFO] - [Epoch 34]: Training Loss: 0.0017789, Valid MRR: 0.38504, + + + +2023-05-18 01:27:09,208 - ice0003 - [INFO] - [E:35| 0]: Train Loss:0.0017278, Val MRR:0.38504, ice0003 +2023-05-18 01:28:23,710 - ice0003 - [INFO] - [E:35| 100]: Train Loss:0.0017475, Val MRR:0.38504, ice0003 +2023-05-18 01:29:38,204 - ice0003 - [INFO] - [E:35| 200]: Train Loss:0.0017501, Val MRR:0.38504, ice0003 +2023-05-18 01:31:03,998 - ice0003 - [INFO] - [E:35| 300]: Train Loss:0.0017513, Val MRR:0.38504, ice0003 +2023-05-18 01:32:39,949 - ice0003 - [INFO] - [E:35| 400]: Train Loss:0.0017533, Val MRR:0.38504, ice0003 +2023-05-18 01:34:02,503 - ice0003 - [INFO] - [E:35| 500]: Train Loss:0.0017554, Val MRR:0.38504, ice0003 +2023-05-18 01:35:17,008 - ice0003 - [INFO] - [E:35| 600]: Train Loss:0.0017576, Val MRR:0.38504, ice0003 +2023-05-18 01:36:31,521 - ice0003 - [INFO] - [E:35| 700]: Train Loss:0.0017589, Val MRR:0.38504, ice0003 +2023-05-18 01:37:46,040 - ice0003 - [INFO] - [E:35| 800]: Train Loss:0.0017607, Val MRR:0.38504, ice0003 +2023-05-18 01:39:00,557 - ice0003 - [INFO] - [E:35| 900]: Train Loss:0.001762, Val MRR:0.38504, ice0003 +2023-05-18 01:39:52,959 - ice0003 - [INFO] - [Epoch:35]: Training Loss:0.001763 + +2023-05-18 01:39:53,213 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 01:40:09,459 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 01:40:25,453 - ice0003 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.4103, Head : 0.35924, Avg : 0.38477 + +2023-05-18 01:40:25,453 - ice0003 - [INFO] - [Epoch 35]: Training Loss: 0.0017629, Valid MRR: 0.38504, + + + +2023-05-18 01:40:26,212 - ice0003 - [INFO] - [E:36| 0]: Train Loss:0.0017911, Val MRR:0.38504, ice0003 +2023-05-18 01:41:40,795 - ice0003 - [INFO] - [E:36| 100]: Train Loss:0.0017343, Val MRR:0.38504, ice0003 +2023-05-18 01:43:09,077 - ice0003 - [INFO] - [E:36| 200]: Train Loss:0.0017352, Val MRR:0.38504, ice0003 +2023-05-18 01:44:45,031 - ice0003 - [INFO] - [E:36| 300]: Train Loss:0.0017365, Val MRR:0.38504, ice0003 +2023-05-18 01:46:05,165 - ice0003 - [INFO] - [E:36| 400]: Train Loss:0.0017375, Val MRR:0.38504, ice0003 +2023-05-18 01:47:19,724 - ice0003 - [INFO] - [E:36| 500]: Train Loss:0.0017385, Val MRR:0.38504, ice0003 +2023-05-18 01:48:34,226 - ice0003 - [INFO] - [E:36| 600]: Train Loss:0.0017406, Val MRR:0.38504, ice0003 +2023-05-18 01:49:48,785 - ice0003 - [INFO] - [E:36| 700]: Train Loss:0.0017423, Val MRR:0.38504, ice0003 +2023-05-18 01:51:03,371 - ice0003 - [INFO] - [E:36| 800]: Train Loss:0.0017437, Val MRR:0.38504, ice0003 +2023-05-18 01:52:17,950 - ice0003 - [INFO] - [E:36| 900]: Train Loss:0.0017459, Val MRR:0.38504, ice0003 +2023-05-18 01:53:10,385 - ice0003 - [INFO] - [Epoch:36]: Training Loss:0.001747 + +2023-05-18 01:53:10,641 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 01:53:26,872 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 01:53:42,853 - ice0003 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.41374, Head : 0.3625, Avg : 0.38812 + +2023-05-18 01:53:44,342 - ice0003 - [INFO] - [Epoch 36]: Training Loss: 0.0017471, Valid MRR: 0.38812, + + + +2023-05-18 01:53:45,307 - ice0003 - [INFO] - [E:37| 0]: Train Loss:0.0017125, Val MRR:0.38812, ice0003 +2023-05-18 01:55:21,286 - ice0003 - [INFO] - [E:37| 100]: Train Loss:0.0017185, Val MRR:0.38812, ice0003 +2023-05-18 01:56:54,262 - ice0003 - [INFO] - [E:37| 200]: Train Loss:0.00172, Val MRR:0.38812, ice0003 +2023-05-18 01:58:08,818 - ice0003 - [INFO] - [E:37| 300]: Train Loss:0.0017232, Val MRR:0.38812, ice0003 +2023-05-18 01:59:23,351 - ice0003 - [INFO] - [E:37| 400]: Train Loss:0.0017236, Val MRR:0.38812, ice0003 +2023-05-18 02:00:37,901 - ice0003 - [INFO] - [E:37| 500]: Train Loss:0.0017256, Val MRR:0.38812, ice0003 +2023-05-18 02:01:52,397 - ice0003 - [INFO] - [E:37| 600]: Train Loss:0.0017269, Val MRR:0.38812, ice0003 +2023-05-18 02:03:06,937 - ice0003 - [INFO] - [E:37| 700]: Train Loss:0.0017282, Val MRR:0.38812, ice0003 +2023-05-18 02:04:21,500 - ice0003 - [INFO] - [E:37| 800]: Train Loss:0.0017288, Val MRR:0.38812, ice0003 +2023-05-18 02:05:36,346 - ice0003 - [INFO] - [E:37| 900]: Train Loss:0.0017301, Val MRR:0.38812, ice0003 +2023-05-18 02:06:43,838 - ice0003 - [INFO] - [Epoch:37]: Training Loss:0.001731 + +2023-05-18 02:06:44,168 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 02:07:05,113 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 02:07:25,731 - ice0003 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.40809, Head : 0.35828, Avg : 0.38318 + +2023-05-18 02:07:25,732 - ice0003 - [INFO] - [Epoch 37]: Training Loss: 0.001731, Valid MRR: 0.38812, + + + +2023-05-18 02:07:26,701 - ice0003 - [INFO] - [E:38| 0]: Train Loss:0.001733, Val MRR:0.38812, ice0003 +2023-05-18 02:08:57,077 - ice0003 - [INFO] - [E:38| 100]: Train Loss:0.0017074, Val MRR:0.38812, ice0003 +2023-05-18 02:10:11,605 - ice0003 - [INFO] - [E:38| 200]: Train Loss:0.0017072, Val MRR:0.38812, ice0003 +2023-05-18 02:11:26,207 - ice0003 - [INFO] - [E:38| 300]: Train Loss:0.0017084, Val MRR:0.38812, ice0003 +2023-05-18 02:12:40,799 - ice0003 - [INFO] - [E:38| 400]: Train Loss:0.0017089, Val MRR:0.38812, ice0003 +2023-05-18 02:13:55,203 - ice0003 - [INFO] - [E:38| 500]: Train Loss:0.00171, Val MRR:0.38812, ice0003 +2023-05-18 02:15:09,774 - ice0003 - [INFO] - [E:38| 600]: Train Loss:0.0017103, Val MRR:0.38812, ice0003 +2023-05-18 02:16:24,323 - ice0003 - [INFO] - [E:38| 700]: Train Loss:0.0017125, Val MRR:0.38812, ice0003 +2023-05-18 02:17:41,334 - ice0003 - [INFO] - [E:38| 800]: Train Loss:0.0017141, Val MRR:0.38812, ice0003 +2023-05-18 02:19:17,271 - ice0003 - [INFO] - [E:38| 900]: Train Loss:0.001715, Val MRR:0.38812, ice0003 +2023-05-18 02:20:24,774 - ice0003 - [INFO] - [Epoch:38]: Training Loss:0.001716 + +2023-05-18 02:20:25,108 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 02:20:43,027 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 02:20:59,011 - ice0003 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.40889, Head : 0.36168, Avg : 0.38529 + +2023-05-18 02:20:59,011 - ice0003 - [INFO] - [Epoch 38]: Training Loss: 0.0017156, Valid MRR: 0.38812, + + + +2023-05-18 02:20:59,764 - ice0003 - [INFO] - [E:39| 0]: Train Loss:0.0017246, Val MRR:0.38812, ice0003 +2023-05-18 02:22:14,288 - ice0003 - [INFO] - [E:39| 100]: Train Loss:0.0016863, Val MRR:0.38812, ice0003 +2023-05-18 02:23:28,929 - ice0003 - [INFO] - [E:39| 200]: Train Loss:0.0016876, Val MRR:0.38812, ice0003 +2023-05-18 02:24:43,525 - ice0003 - [INFO] - [E:39| 300]: Train Loss:0.0016919, Val MRR:0.38812, ice0003 +2023-05-18 02:25:58,127 - ice0003 - [INFO] - [E:39| 400]: Train Loss:0.0016926, Val MRR:0.38812, ice0003 +2023-05-18 02:27:12,686 - ice0003 - [INFO] - [E:39| 500]: Train Loss:0.0016945, Val MRR:0.38812, ice0003 +2023-05-18 02:28:27,339 - ice0003 - [INFO] - [E:39| 600]: Train Loss:0.0016965, Val MRR:0.38812, ice0003 +2023-05-18 02:29:47,330 - ice0003 - [INFO] - [E:39| 700]: Train Loss:0.0016972, Val MRR:0.38812, ice0003 +2023-05-18 02:31:23,326 - ice0003 - [INFO] - [E:39| 800]: Train Loss:0.0016984, Val MRR:0.38812, ice0003 +2023-05-18 02:32:51,667 - ice0003 - [INFO] - [E:39| 900]: Train Loss:0.0016999, Val MRR:0.38812, ice0003 +2023-05-18 02:33:44,048 - ice0003 - [INFO] - [Epoch:39]: Training Loss:0.0017 + +2023-05-18 02:33:44,303 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 02:34:00,552 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 02:34:16,536 - ice0003 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.41561, Head : 0.36211, Avg : 0.38886 + MR: Tail : 614.13, Head : 638.66, Avg : 626.4 + Hit-1: Tail : 0.32298, Head : 0.26836, Avg : 0.29567 + Hit-3: Tail : 0.46025, Head : 0.40223, Avg : 0.43124 + Hit-10: Tail : 0.59437, Head : 0.54703, Avg : 0.5707 +2023-05-18 02:34:17,980 - ice0003 - [INFO] - [Epoch 39]: Training Loss: 0.0017005, Valid MRR: 0.38886, + + + +2023-05-18 02:34:18,735 - ice0003 - [INFO] - [E:40| 0]: Train Loss:0.0016489, Val MRR:0.38886, ice0003 +2023-05-18 02:35:33,224 - ice0003 - [INFO] - [E:40| 100]: Train Loss:0.0016795, Val MRR:0.38886, ice0003 +2023-05-18 02:36:47,786 - ice0003 - [INFO] - [E:40| 200]: Train Loss:0.0016813, Val MRR:0.38886, ice0003 +2023-05-18 02:38:02,312 - ice0003 - [INFO] - [E:40| 300]: Train Loss:0.0016816, Val MRR:0.38886, ice0003 +2023-05-18 02:39:16,857 - ice0003 - [INFO] - [E:40| 400]: Train Loss:0.001682, Val MRR:0.38886, ice0003 +2023-05-18 02:40:31,401 - ice0003 - [INFO] - [E:40| 500]: Train Loss:0.0016822, Val MRR:0.38886, ice0003 +2023-05-18 02:42:02,649 - ice0003 - [INFO] - [E:40| 600]: Train Loss:0.0016831, Val MRR:0.38886, ice0003 +2023-05-18 02:43:38,739 - ice0003 - [INFO] - [E:40| 700]: Train Loss:0.0016842, Val MRR:0.38886, ice0003 +2023-05-18 02:44:55,835 - ice0003 - [INFO] - [E:40| 800]: Train Loss:0.0016853, Val MRR:0.38886, ice0003 +2023-05-18 02:46:10,375 - ice0003 - [INFO] - [E:40| 900]: Train Loss:0.0016861, Val MRR:0.38886, ice0003 +2023-05-18 02:47:02,764 - ice0003 - [INFO] - [Epoch:40]: Training Loss:0.001687 + +2023-05-18 02:47:03,021 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 02:47:19,269 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 02:47:35,258 - ice0003 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.41535, Head : 0.36034, Avg : 0.38785 + +2023-05-18 02:47:35,258 - ice0003 - [INFO] - [Epoch 40]: Training Loss: 0.0016869, Valid MRR: 0.38886, + + + +2023-05-18 02:47:36,016 - ice0003 - [INFO] - [E:41| 0]: Train Loss:0.0016846, Val MRR:0.38886, ice0003 +2023-05-18 02:48:50,580 - ice0003 - [INFO] - [E:41| 100]: Train Loss:0.0016681, Val MRR:0.38886, ice0003 +2023-05-18 02:50:05,147 - ice0003 - [INFO] - [E:41| 200]: Train Loss:0.0016676, Val MRR:0.38886, ice0003 +2023-05-18 02:51:19,693 - ice0003 - [INFO] - [E:41| 300]: Train Loss:0.0016679, Val MRR:0.38886, ice0003 +2023-05-18 02:52:34,270 - ice0003 - [INFO] - [E:41| 400]: Train Loss:0.0016686, Val MRR:0.38886, ice0003 +2023-05-18 02:54:07,925 - ice0003 - [INFO] - [E:41| 500]: Train Loss:0.0016698, Val MRR:0.38886, ice0003 +2023-05-18 02:55:44,019 - ice0003 - [INFO] - [E:41| 600]: Train Loss:0.0016706, Val MRR:0.38886, ice0003 +2023-05-18 02:56:58,794 - ice0003 - [INFO] - [E:41| 700]: Train Loss:0.0016718, Val MRR:0.38886, ice0003 +2023-05-18 02:58:13,426 - ice0003 - [INFO] - [E:41| 800]: Train Loss:0.0016731, Val MRR:0.38886, ice0003 +2023-05-18 02:59:28,012 - ice0003 - [INFO] - [E:41| 900]: Train Loss:0.0016742, Val MRR:0.38886, ice0003 +2023-05-18 03:00:20,458 - ice0003 - [INFO] - [Epoch:41]: Training Loss:0.001675 + +2023-05-18 03:00:20,713 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 03:00:36,956 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 03:00:52,686 - ice0003 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.41448, Head : 0.35828, Avg : 0.38638 + +2023-05-18 03:00:52,686 - ice0003 - [INFO] - [Epoch 41]: Training Loss: 0.0016745, Valid MRR: 0.38886, + + + +2023-05-18 03:00:53,441 - ice0003 - [INFO] - [E:42| 0]: Train Loss:0.0016456, Val MRR:0.38886, ice0003 +2023-05-18 03:02:08,064 - ice0003 - [INFO] - [E:42| 100]: Train Loss:0.0016568, Val MRR:0.38886, ice0003 +2023-05-18 03:03:22,635 - ice0003 - [INFO] - [E:42| 200]: Train Loss:0.0016552, Val MRR:0.38886, ice0003 +2023-05-18 03:04:37,756 - ice0003 - [INFO] - [E:42| 300]: Train Loss:0.0016573, Val MRR:0.38886, ice0003 +2023-05-18 03:06:13,701 - ice0003 - [INFO] - [E:42| 400]: Train Loss:0.0016577, Val MRR:0.38886, ice0003 +2023-05-18 03:07:46,936 - ice0003 - [INFO] - [E:42| 500]: Train Loss:0.0016582, Val MRR:0.38886, ice0003 +2023-05-18 03:09:01,411 - ice0003 - [INFO] - [E:42| 600]: Train Loss:0.0016597, Val MRR:0.38886, ice0003 +2023-05-18 03:10:15,923 - ice0003 - [INFO] - [E:42| 700]: Train Loss:0.0016605, Val MRR:0.38886, ice0003 +2023-05-18 03:11:30,438 - ice0003 - [INFO] - [E:42| 800]: Train Loss:0.0016619, Val MRR:0.38886, ice0003 +2023-05-18 03:12:44,998 - ice0003 - [INFO] - [E:42| 900]: Train Loss:0.0016627, Val MRR:0.38886, ice0003 +2023-05-18 03:13:37,402 - ice0003 - [INFO] - [Epoch:42]: Training Loss:0.001663 + +2023-05-18 03:13:37,656 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 03:13:53,905 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 03:14:09,887 - ice0003 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.41016, Head : 0.3561, Avg : 0.38313 + +2023-05-18 03:14:09,888 - ice0003 - [INFO] - [Epoch 42]: Training Loss: 0.0016633, Valid MRR: 0.38886, + + + +2023-05-18 03:14:10,638 - ice0003 - [INFO] - [E:43| 0]: Train Loss:0.0016843, Val MRR:0.38886, ice0003 +2023-05-18 03:15:25,219 - ice0003 - [INFO] - [E:43| 100]: Train Loss:0.0016448, Val MRR:0.38886, ice0003 +2023-05-18 03:16:41,277 - ice0003 - [INFO] - [E:43| 200]: Train Loss:0.0016472, Val MRR:0.38886, ice0003 +2023-05-18 03:18:17,245 - ice0003 - [INFO] - [E:43| 300]: Train Loss:0.0016489, Val MRR:0.38886, ice0003 +2023-05-18 03:19:49,531 - ice0003 - [INFO] - [E:43| 400]: Train Loss:0.0016491, Val MRR:0.38886, ice0003 +2023-05-18 03:21:04,138 - ice0003 - [INFO] - [E:43| 500]: Train Loss:0.0016505, Val MRR:0.38886, ice0003 +2023-05-18 03:22:18,769 - ice0003 - [INFO] - [E:43| 600]: Train Loss:0.0016508, Val MRR:0.38886, ice0003 +2023-05-18 03:23:33,419 - ice0003 - [INFO] - [E:43| 700]: Train Loss:0.0016518, Val MRR:0.38886, ice0003 +2023-05-18 03:24:47,977 - ice0003 - [INFO] - [E:43| 800]: Train Loss:0.0016517, Val MRR:0.38886, ice0003 +2023-05-18 03:26:02,510 - ice0003 - [INFO] - [E:43| 900]: Train Loss:0.0016525, Val MRR:0.38886, ice0003 +2023-05-18 03:26:55,035 - ice0003 - [INFO] - [Epoch:43]: Training Loss:0.001653 + +2023-05-18 03:26:55,291 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 03:27:11,541 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 03:27:27,543 - ice0003 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.40866, Head : 0.35483, Avg : 0.38175 + +2023-05-18 03:27:27,543 - ice0003 - [INFO] - [Epoch 43]: Training Loss: 0.0016532, Valid MRR: 0.38886, + + + +2023-05-18 03:27:28,298 - ice0003 - [INFO] - [E:44| 0]: Train Loss:0.0016419, Val MRR:0.38886, ice0003 +2023-05-18 03:28:48,988 - ice0003 - [INFO] - [E:44| 100]: Train Loss:0.0016388, Val MRR:0.38886, ice0003 +2023-05-18 03:30:24,991 - ice0003 - [INFO] - [E:44| 200]: Train Loss:0.0016378, Val MRR:0.38886, ice0003 +2023-05-18 03:31:52,736 - ice0003 - [INFO] - [E:44| 300]: Train Loss:0.0016386, Val MRR:0.38886, ice0003 +2023-05-18 03:33:07,322 - ice0003 - [INFO] - [E:44| 400]: Train Loss:0.0016398, Val MRR:0.38886, ice0003 +2023-05-18 03:34:21,863 - ice0003 - [INFO] - [E:44| 500]: Train Loss:0.0016404, Val MRR:0.38886, ice0003 +2023-05-18 03:35:36,381 - ice0003 - [INFO] - [E:44| 600]: Train Loss:0.001641, Val MRR:0.38886, ice0003 +2023-05-18 03:36:50,889 - ice0003 - [INFO] - [E:44| 700]: Train Loss:0.0016418, Val MRR:0.38886, ice0003 +2023-05-18 03:38:05,439 - ice0003 - [INFO] - [E:44| 800]: Train Loss:0.0016423, Val MRR:0.38886, ice0003 +2023-05-18 03:39:20,013 - ice0003 - [INFO] - [E:44| 900]: Train Loss:0.0016432, Val MRR:0.38886, ice0003 +2023-05-18 03:40:12,420 - ice0003 - [INFO] - [Epoch:44]: Training Loss:0.001644 + +2023-05-18 03:40:12,675 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 03:40:31,410 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 03:40:52,014 - ice0003 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.41563, Head : 0.36324, Avg : 0.38944 + +2023-05-18 03:40:53,455 - ice0003 - [INFO] - [Epoch 44]: Training Loss: 0.001644, Valid MRR: 0.38944, + + + +2023-05-18 03:40:54,423 - ice0003 - [INFO] - [E:45| 0]: Train Loss:0.0016335, Val MRR:0.38944, ice0003 +2023-05-18 03:42:30,472 - ice0003 - [INFO] - [E:45| 100]: Train Loss:0.0016315, Val MRR:0.38944, ice0003 +2023-05-18 03:43:55,930 - ice0003 - [INFO] - [E:45| 200]: Train Loss:0.001632, Val MRR:0.38944, ice0003 +2023-05-18 03:45:10,579 - ice0003 - [INFO] - [E:45| 300]: Train Loss:0.0016303, Val MRR:0.38944, ice0003 +2023-05-18 03:46:25,246 - ice0003 - [INFO] - [E:45| 400]: Train Loss:0.001631, Val MRR:0.38944, ice0003 +2023-05-18 03:47:39,908 - ice0003 - [INFO] - [E:45| 500]: Train Loss:0.0016321, Val MRR:0.38944, ice0003 +2023-05-18 03:48:54,467 - ice0003 - [INFO] - [E:45| 600]: Train Loss:0.0016326, Val MRR:0.38944, ice0003 +2023-05-18 03:50:09,039 - ice0003 - [INFO] - [E:45| 700]: Train Loss:0.0016336, Val MRR:0.38944, ice0003 +2023-05-18 03:51:23,650 - ice0003 - [INFO] - [E:45| 800]: Train Loss:0.0016346, Val MRR:0.38944, ice0003 +2023-05-18 03:52:48,016 - ice0003 - [INFO] - [E:45| 900]: Train Loss:0.0016352, Val MRR:0.38944, ice0003 +2023-05-18 03:53:55,506 - ice0003 - [INFO] - [Epoch:45]: Training Loss:0.001636 + +2023-05-18 03:53:55,839 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 03:54:16,767 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 03:54:37,378 - ice0003 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.41614, Head : 0.36684, Avg : 0.39149 + +2023-05-18 03:54:38,785 - ice0003 - [INFO] - [Epoch 45]: Training Loss: 0.001636, Valid MRR: 0.39149, + + + +2023-05-18 03:54:39,762 - ice0003 - [INFO] - [E:46| 0]: Train Loss:0.0015906, Val MRR:0.39149, ice0003 +2023-05-18 03:55:59,733 - ice0003 - [INFO] - [E:46| 100]: Train Loss:0.0016226, Val MRR:0.39149, ice0003 +2023-05-18 03:57:14,274 - ice0003 - [INFO] - [E:46| 200]: Train Loss:0.0016233, Val MRR:0.39149, ice0003 +2023-05-18 03:58:28,863 - ice0003 - [INFO] - [E:46| 300]: Train Loss:0.0016244, Val MRR:0.39149, ice0003 +2023-05-18 03:59:43,473 - ice0003 - [INFO] - [E:46| 400]: Train Loss:0.0016257, Val MRR:0.39149, ice0003 +2023-05-18 04:00:58,090 - ice0003 - [INFO] - [E:46| 500]: Train Loss:0.0016259, Val MRR:0.39149, ice0003 +2023-05-18 04:02:12,702 - ice0003 - [INFO] - [E:46| 600]: Train Loss:0.0016269, Val MRR:0.39149, ice0003 +2023-05-18 04:03:27,349 - ice0003 - [INFO] - [E:46| 700]: Train Loss:0.0016273, Val MRR:0.39149, ice0003 +2023-05-18 04:04:56,743 - ice0003 - [INFO] - [E:46| 800]: Train Loss:0.001628, Val MRR:0.39149, ice0003 +2023-05-18 04:06:32,709 - ice0003 - [INFO] - [E:46| 900]: Train Loss:0.0016288, Val MRR:0.39149, ice0003 +2023-05-18 04:07:29,563 - ice0003 - [INFO] - [Epoch:46]: Training Loss:0.001629 + +2023-05-18 04:07:29,818 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 04:07:46,050 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 04:08:02,034 - ice0003 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.41995, Head : 0.36366, Avg : 0.39181 + +2023-05-18 04:08:03,392 - ice0003 - [INFO] - [Epoch 46]: Training Loss: 0.0016291, Valid MRR: 0.39181, + + + +2023-05-18 04:08:04,145 - ice0003 - [INFO] - [E:47| 0]: Train Loss:0.0016033, Val MRR:0.39181, ice0003 +2023-05-18 04:09:18,709 - ice0003 - [INFO] - [E:47| 100]: Train Loss:0.0016183, Val MRR:0.39181, ice0003 +2023-05-18 04:10:33,409 - ice0003 - [INFO] - [E:47| 200]: Train Loss:0.0016173, Val MRR:0.39181, ice0003 +2023-05-18 04:11:48,064 - ice0003 - [INFO] - [E:47| 300]: Train Loss:0.0016182, Val MRR:0.39181, ice0003 +2023-05-18 04:13:02,716 - ice0003 - [INFO] - [E:47| 400]: Train Loss:0.0016187, Val MRR:0.39181, ice0003 +2023-05-18 04:14:17,392 - ice0003 - [INFO] - [E:47| 500]: Train Loss:0.0016193, Val MRR:0.39181, ice0003 +2023-05-18 04:15:38,889 - ice0003 - [INFO] - [E:47| 600]: Train Loss:0.0016199, Val MRR:0.39181, ice0003 +2023-05-18 04:17:14,855 - ice0003 - [INFO] - [E:47| 700]: Train Loss:0.0016206, Val MRR:0.39181, ice0003 +2023-05-18 04:18:41,822 - ice0003 - [INFO] - [E:47| 800]: Train Loss:0.0016218, Val MRR:0.39181, ice0003 +2023-05-18 04:19:56,427 - ice0003 - [INFO] - [E:47| 900]: Train Loss:0.0016222, Val MRR:0.39181, ice0003 +2023-05-18 04:20:48,870 - ice0003 - [INFO] - [Epoch:47]: Training Loss:0.001623 + +2023-05-18 04:20:49,124 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 04:21:05,384 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 04:21:21,385 - ice0003 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.42604, Head : 0.37108, Avg : 0.39856 + +2023-05-18 04:21:22,704 - ice0003 - [INFO] - [Epoch 47]: Training Loss: 0.0016225, Valid MRR: 0.39856, + + + +2023-05-18 04:21:23,460 - ice0003 - [INFO] - [E:48| 0]: Train Loss:0.0016142, Val MRR:0.39856, ice0003 +2023-05-18 04:22:37,992 - ice0003 - [INFO] - [E:48| 100]: Train Loss:0.0016143, Val MRR:0.39856, ice0003 +2023-05-18 04:23:52,522 - ice0003 - [INFO] - [E:48| 200]: Train Loss:0.001614, Val MRR:0.39856, ice0003 +2023-05-18 04:25:07,138 - ice0003 - [INFO] - [E:48| 300]: Train Loss:0.0016151, Val MRR:0.39856, ice0003 +2023-05-18 04:26:21,673 - ice0003 - [INFO] - [E:48| 400]: Train Loss:0.0016147, Val MRR:0.39856, ice0003 +2023-05-18 04:27:52,940 - ice0003 - [INFO] - [E:48| 500]: Train Loss:0.0016149, Val MRR:0.39856, ice0003 +2023-05-18 04:29:28,830 - ice0003 - [INFO] - [E:48| 600]: Train Loss:0.0016159, Val MRR:0.39856, ice0003 +2023-05-18 04:30:46,032 - ice0003 - [INFO] - [E:48| 700]: Train Loss:0.0016154, Val MRR:0.39856, ice0003 +2023-05-18 04:32:00,614 - ice0003 - [INFO] - [E:48| 800]: Train Loss:0.0016161, Val MRR:0.39856, ice0003 +2023-05-18 04:33:15,154 - ice0003 - [INFO] - [E:48| 900]: Train Loss:0.0016164, Val MRR:0.39856, ice0003 +2023-05-18 04:34:07,553 - ice0003 - [INFO] - [Epoch:48]: Training Loss:0.001616 + +2023-05-18 04:34:07,806 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 04:34:24,041 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 04:34:40,035 - ice0003 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.42321, Head : 0.36555, Avg : 0.39438 + +2023-05-18 04:34:40,035 - ice0003 - [INFO] - [Epoch 48]: Training Loss: 0.0016164, Valid MRR: 0.39856, + + + +2023-05-18 04:34:40,796 - ice0003 - [INFO] - [E:49| 0]: Train Loss:0.0016226, Val MRR:0.39856, ice0003 +2023-05-18 04:35:55,269 - ice0003 - [INFO] - [E:49| 100]: Train Loss:0.0016053, Val MRR:0.39856, ice0003 +2023-05-18 04:37:09,765 - ice0003 - [INFO] - [E:49| 200]: Train Loss:0.0016057, Val MRR:0.39856, ice0003 +2023-05-18 04:38:24,301 - ice0003 - [INFO] - [E:49| 300]: Train Loss:0.0016061, Val MRR:0.39856, ice0003 +2023-05-18 04:39:56,892 - ice0003 - [INFO] - [E:49| 400]: Train Loss:0.0016069, Val MRR:0.39856, ice0003 +2023-05-18 04:41:32,831 - ice0003 - [INFO] - [E:49| 500]: Train Loss:0.0016074, Val MRR:0.39856, ice0003 +2023-05-18 04:42:48,675 - ice0003 - [INFO] - [E:49| 600]: Train Loss:0.0016087, Val MRR:0.39856, ice0003 +2023-05-18 04:44:03,338 - ice0003 - [INFO] - [E:49| 700]: Train Loss:0.0016091, Val MRR:0.39856, ice0003 +2023-05-18 04:45:17,987 - ice0003 - [INFO] - [E:49| 800]: Train Loss:0.0016098, Val MRR:0.39856, ice0003 +2023-05-18 04:46:32,646 - ice0003 - [INFO] - [E:49| 900]: Train Loss:0.0016103, Val MRR:0.39856, ice0003 +2023-05-18 04:47:25,153 - ice0003 - [INFO] - [Epoch:49]: Training Loss:0.001611 + +2023-05-18 04:47:25,407 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 04:47:41,656 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 04:47:57,646 - ice0003 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.42397, Head : 0.36684, Avg : 0.3954 + MR: Tail : 736.28, Head : 807.49, Avg : 771.88 + Hit-1: Tail : 0.33608, Head : 0.28013, Avg : 0.30811 + Hit-3: Tail : 0.46656, Head : 0.40539, Avg : 0.43598 + Hit-10: Tail : 0.58927, Head : 0.53526, Avg : 0.56226 +2023-05-18 04:47:57,646 - ice0003 - [INFO] - [Epoch 49]: Training Loss: 0.0016108, Valid MRR: 0.39856, + + + +2023-05-18 04:47:58,404 - ice0003 - [INFO] - [E:50| 0]: Train Loss:0.0015757, Val MRR:0.39856, ice0003 +2023-05-18 04:49:13,051 - ice0003 - [INFO] - [E:50| 100]: Train Loss:0.0016034, Val MRR:0.39856, ice0003 +2023-05-18 04:50:27,915 - ice0003 - [INFO] - [E:50| 200]: Train Loss:0.0016013, Val MRR:0.39856, ice0003 +2023-05-18 04:52:03,865 - ice0003 - [INFO] - [E:50| 300]: Train Loss:0.0016028, Val MRR:0.39856, ice0003 +2023-05-18 04:53:37,459 - ice0003 - [INFO] - [E:50| 400]: Train Loss:0.0016035, Val MRR:0.39856, ice0003 +2023-05-18 04:54:51,978 - ice0003 - [INFO] - [E:50| 500]: Train Loss:0.0016044, Val MRR:0.39856, ice0003 +2023-05-18 04:56:06,504 - ice0003 - [INFO] - [E:50| 600]: Train Loss:0.0016043, Val MRR:0.39856, ice0003 +2023-05-18 04:57:21,175 - ice0003 - [INFO] - [E:50| 700]: Train Loss:0.0016052, Val MRR:0.39856, ice0003 +2023-05-18 04:58:35,729 - ice0003 - [INFO] - [E:50| 800]: Train Loss:0.0016052, Val MRR:0.39856, ice0003 +2023-05-18 04:59:50,243 - ice0003 - [INFO] - [E:50| 900]: Train Loss:0.0016056, Val MRR:0.39856, ice0003 +2023-05-18 05:00:42,621 - ice0003 - [INFO] - [Epoch:50]: Training Loss:0.001606 + +2023-05-18 05:00:42,876 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 05:00:59,129 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 05:01:15,115 - ice0003 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.42836, Head : 0.37331, Avg : 0.40084 + +2023-05-18 05:01:16,470 - ice0003 - [INFO] - [Epoch 50]: Training Loss: 0.0016062, Valid MRR: 0.40084, + + + +2023-05-18 05:01:17,230 - ice0003 - [INFO] - [E:51| 0]: Train Loss:0.0016267, Val MRR:0.40084, ice0003 +2023-05-18 05:02:42,272 - ice0003 - [INFO] - [E:51| 100]: Train Loss:0.0015993, Val MRR:0.40084, ice0003 +2023-05-18 05:04:18,337 - ice0003 - [INFO] - [E:51| 200]: Train Loss:0.0015989, Val MRR:0.40084, ice0003 +2023-05-18 05:05:41,700 - ice0003 - [INFO] - [E:51| 300]: Train Loss:0.0015985, Val MRR:0.40084, ice0003 +2023-05-18 05:06:56,319 - ice0003 - [INFO] - [E:51| 400]: Train Loss:0.001599, Val MRR:0.40084, ice0003 +2023-05-18 05:08:10,929 - ice0003 - [INFO] - [E:51| 500]: Train Loss:0.0015995, Val MRR:0.40084, ice0003 +2023-05-18 05:09:25,556 - ice0003 - [INFO] - [E:51| 600]: Train Loss:0.0016, Val MRR:0.40084, ice0003 +2023-05-18 05:10:40,184 - ice0003 - [INFO] - [E:51| 700]: Train Loss:0.0016001, Val MRR:0.40084, ice0003 +2023-05-18 05:11:54,824 - ice0003 - [INFO] - [E:51| 800]: Train Loss:0.0016005, Val MRR:0.40084, ice0003 +2023-05-18 05:13:09,449 - ice0003 - [INFO] - [E:51| 900]: Train Loss:0.0016006, Val MRR:0.40084, ice0003 +2023-05-18 05:14:06,919 - ice0003 - [INFO] - [Epoch:51]: Training Loss:0.001601 + +2023-05-18 05:14:07,252 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 05:14:28,193 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 05:14:48,808 - ice0003 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.42941, Head : 0.37099, Avg : 0.4002 + +2023-05-18 05:14:48,808 - ice0003 - [INFO] - [Epoch 51]: Training Loss: 0.001601, Valid MRR: 0.40084, + + + +2023-05-18 05:14:49,777 - ice0003 - [INFO] - [E:52| 0]: Train Loss:0.0015752, Val MRR:0.40084, ice0003 +2023-05-18 05:16:25,686 - ice0003 - [INFO] - [E:52| 100]: Train Loss:0.0015948, Val MRR:0.40084, ice0003 +2023-05-18 05:17:45,031 - ice0003 - [INFO] - [E:52| 200]: Train Loss:0.0015946, Val MRR:0.40084, ice0003 +2023-05-18 05:18:59,561 - ice0003 - [INFO] - [E:52| 300]: Train Loss:0.0015943, Val MRR:0.40084, ice0003 +2023-05-18 05:20:14,118 - ice0003 - [INFO] - [E:52| 400]: Train Loss:0.001595, Val MRR:0.40084, ice0003 +2023-05-18 05:21:28,661 - ice0003 - [INFO] - [E:52| 500]: Train Loss:0.0015953, Val MRR:0.40084, ice0003 +2023-05-18 05:22:43,263 - ice0003 - [INFO] - [E:52| 600]: Train Loss:0.0015955, Val MRR:0.40084, ice0003 +2023-05-18 05:23:57,881 - ice0003 - [INFO] - [E:52| 700]: Train Loss:0.0015961, Val MRR:0.40084, ice0003 +2023-05-18 05:25:12,467 - ice0003 - [INFO] - [E:52| 800]: Train Loss:0.0015969, Val MRR:0.40084, ice0003 +2023-05-18 05:26:39,732 - ice0003 - [INFO] - [E:52| 900]: Train Loss:0.001597, Val MRR:0.40084, ice0003 +2023-05-18 05:27:47,243 - ice0003 - [INFO] - [Epoch:52]: Training Loss:0.001597 + +2023-05-18 05:27:47,575 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 05:28:08,511 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 05:28:29,121 - ice0003 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.43069, Head : 0.37303, Avg : 0.40186 + +2023-05-18 05:28:30,510 - ice0003 - [INFO] - [Epoch 52]: Training Loss: 0.001597, Valid MRR: 0.40186, + + + +2023-05-18 05:28:31,476 - ice0003 - [INFO] - [E:53| 0]: Train Loss:0.0015706, Val MRR:0.40186, ice0003 +2023-05-18 05:29:48,515 - ice0003 - [INFO] - [E:53| 100]: Train Loss:0.0015896, Val MRR:0.40186, ice0003 +2023-05-18 05:31:03,142 - ice0003 - [INFO] - [E:53| 200]: Train Loss:0.0015909, Val MRR:0.40186, ice0003 +2023-05-18 05:32:17,690 - ice0003 - [INFO] - [E:53| 300]: Train Loss:0.0015907, Val MRR:0.40186, ice0003 +2023-05-18 05:33:32,273 - ice0003 - [INFO] - [E:53| 400]: Train Loss:0.001591, Val MRR:0.40186, ice0003 +2023-05-18 05:34:46,848 - ice0003 - [INFO] - [E:53| 500]: Train Loss:0.0015921, Val MRR:0.40186, ice0003 +2023-05-18 05:36:01,413 - ice0003 - [INFO] - [E:53| 600]: Train Loss:0.0015923, Val MRR:0.40186, ice0003 +2023-05-18 05:37:15,984 - ice0003 - [INFO] - [E:53| 700]: Train Loss:0.0015927, Val MRR:0.40186, ice0003 +2023-05-18 05:38:45,500 - ice0003 - [INFO] - [E:53| 800]: Train Loss:0.0015928, Val MRR:0.40186, ice0003 +2023-05-18 05:40:21,495 - ice0003 - [INFO] - [E:53| 900]: Train Loss:0.0015933, Val MRR:0.40186, ice0003 +2023-05-18 05:41:18,219 - ice0003 - [INFO] - [Epoch:53]: Training Loss:0.001593 + +2023-05-18 05:41:18,473 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 05:41:34,719 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 05:41:50,712 - ice0003 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.42469, Head : 0.36937, Avg : 0.39703 + +2023-05-18 05:41:50,713 - ice0003 - [INFO] - [Epoch 53]: Training Loss: 0.0015932, Valid MRR: 0.40186, + + + +2023-05-18 05:41:51,469 - ice0003 - [INFO] - [E:54| 0]: Train Loss:0.0015925, Val MRR:0.40186, ice0003 +2023-05-18 05:43:06,023 - ice0003 - [INFO] - [E:54| 100]: Train Loss:0.0015888, Val MRR:0.40186, ice0003 +2023-05-18 05:44:20,585 - ice0003 - [INFO] - [E:54| 200]: Train Loss:0.0015883, Val MRR:0.40186, ice0003 +2023-05-18 05:45:35,142 - ice0003 - [INFO] - [E:54| 300]: Train Loss:0.001588, Val MRR:0.40186, ice0003 +2023-05-18 05:46:49,685 - ice0003 - [INFO] - [E:54| 400]: Train Loss:0.0015879, Val MRR:0.40186, ice0003 +2023-05-18 05:48:04,232 - ice0003 - [INFO] - [E:54| 500]: Train Loss:0.0015877, Val MRR:0.40186, ice0003 +2023-05-18 05:49:18,790 - ice0003 - [INFO] - [E:54| 600]: Train Loss:0.0015883, Val MRR:0.40186, ice0003 +2023-05-18 05:50:50,099 - ice0003 - [INFO] - [E:54| 700]: Train Loss:0.0015884, Val MRR:0.40186, ice0003 +2023-05-18 05:52:26,127 - ice0003 - [INFO] - [E:54| 800]: Train Loss:0.0015887, Val MRR:0.40186, ice0003 +2023-05-18 05:53:43,115 - ice0003 - [INFO] - [E:54| 900]: Train Loss:0.0015889, Val MRR:0.40186, ice0003 +2023-05-18 05:54:35,528 - ice0003 - [INFO] - [Epoch:54]: Training Loss:0.001589 + +2023-05-18 05:54:35,784 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 05:54:52,028 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 05:55:08,025 - ice0003 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.42886, Head : 0.37067, Avg : 0.39976 + +2023-05-18 05:55:08,025 - ice0003 - [INFO] - [Epoch 54]: Training Loss: 0.0015892, Valid MRR: 0.40186, + + + +2023-05-18 05:55:08,777 - ice0003 - [INFO] - [E:55| 0]: Train Loss:0.0015787, Val MRR:0.40186, ice0003 +2023-05-18 05:56:23,301 - ice0003 - [INFO] - [E:55| 100]: Train Loss:0.0015825, Val MRR:0.40186, ice0003 +2023-05-18 05:57:37,828 - ice0003 - [INFO] - [E:55| 200]: Train Loss:0.0015834, Val MRR:0.40186, ice0003 +2023-05-18 05:58:52,435 - ice0003 - [INFO] - [E:55| 300]: Train Loss:0.0015845, Val MRR:0.40186, ice0003 +2023-05-18 06:00:07,079 - ice0003 - [INFO] - [E:55| 400]: Train Loss:0.0015848, Val MRR:0.40186, ice0003 +2023-05-18 06:01:21,734 - ice0003 - [INFO] - [E:55| 500]: Train Loss:0.001585, Val MRR:0.40186, ice0003 +2023-05-18 06:02:56,617 - ice0003 - [INFO] - [E:55| 600]: Train Loss:0.0015847, Val MRR:0.40186, ice0003 +2023-05-18 06:04:31,664 - ice0003 - [INFO] - [E:55| 700]: Train Loss:0.0015849, Val MRR:0.40186, ice0003 +2023-05-18 06:05:46,239 - ice0003 - [INFO] - [E:55| 800]: Train Loss:0.0015856, Val MRR:0.40186, ice0003 +2023-05-18 06:07:00,823 - ice0003 - [INFO] - [E:55| 900]: Train Loss:0.0015861, Val MRR:0.40186, ice0003 +2023-05-18 06:07:53,276 - ice0003 - [INFO] - [Epoch:55]: Training Loss:0.001587 + +2023-05-18 06:07:53,533 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 06:08:09,781 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 06:08:25,771 - ice0003 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.42576, Head : 0.37072, Avg : 0.39824 + +2023-05-18 06:08:25,771 - ice0003 - [INFO] - [Epoch 55]: Training Loss: 0.0015865, Valid MRR: 0.40186, + + + +2023-05-18 06:08:26,526 - ice0003 - [INFO] - [E:56| 0]: Train Loss:0.0015799, Val MRR:0.40186, ice0003 +2023-05-18 06:09:41,148 - ice0003 - [INFO] - [E:56| 100]: Train Loss:0.0015796, Val MRR:0.40186, ice0003 +2023-05-18 06:10:55,729 - ice0003 - [INFO] - [E:56| 200]: Train Loss:0.0015816, Val MRR:0.40186, ice0003 +2023-05-18 06:12:10,363 - ice0003 - [INFO] - [E:56| 300]: Train Loss:0.0015817, Val MRR:0.40186, ice0003 +2023-05-18 06:13:26,178 - ice0003 - [INFO] - [E:56| 400]: Train Loss:0.0015813, Val MRR:0.40186, ice0003 +2023-05-18 06:15:02,254 - ice0003 - [INFO] - [E:56| 500]: Train Loss:0.0015817, Val MRR:0.40186, ice0003 +2023-05-18 06:16:34,663 - ice0003 - [INFO] - [E:56| 600]: Train Loss:0.001582, Val MRR:0.40186, ice0003 +2023-05-18 06:17:49,224 - ice0003 - [INFO] - [E:56| 700]: Train Loss:0.0015821, Val MRR:0.40186, ice0003 +2023-05-18 06:19:03,767 - ice0003 - [INFO] - [E:56| 800]: Train Loss:0.0015822, Val MRR:0.40186, ice0003 +2023-05-18 06:20:18,324 - ice0003 - [INFO] - [E:56| 900]: Train Loss:0.0015828, Val MRR:0.40186, ice0003 +2023-05-18 06:21:10,723 - ice0003 - [INFO] - [Epoch:56]: Training Loss:0.001583 + +2023-05-18 06:21:10,976 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 06:21:27,227 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 06:21:43,218 - ice0003 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.43205, Head : 0.37943, Avg : 0.40574 + +2023-05-18 06:21:44,560 - ice0003 - [INFO] - [Epoch 56]: Training Loss: 0.0015829, Valid MRR: 0.40574, + + + +2023-05-18 06:21:45,319 - ice0003 - [INFO] - [E:57| 0]: Train Loss:0.0015884, Val MRR:0.40574, ice0003 +2023-05-18 06:22:59,873 - ice0003 - [INFO] - [E:57| 100]: Train Loss:0.0015787, Val MRR:0.40574, ice0003 +2023-05-18 06:24:14,521 - ice0003 - [INFO] - [E:57| 200]: Train Loss:0.0015785, Val MRR:0.40574, ice0003 +2023-05-18 06:25:42,045 - ice0003 - [INFO] - [E:57| 300]: Train Loss:0.0015778, Val MRR:0.40574, ice0003 +2023-05-18 06:27:18,046 - ice0003 - [INFO] - [E:57| 400]: Train Loss:0.0015786, Val MRR:0.40574, ice0003 +2023-05-18 06:28:38,848 - ice0003 - [INFO] - [E:57| 500]: Train Loss:0.001579, Val MRR:0.40574, ice0003 +2023-05-18 06:29:53,423 - ice0003 - [INFO] - [E:57| 600]: Train Loss:0.0015791, Val MRR:0.40574, ice0003 +2023-05-18 06:31:08,023 - ice0003 - [INFO] - [E:57| 700]: Train Loss:0.001579, Val MRR:0.40574, ice0003 +2023-05-18 06:32:22,641 - ice0003 - [INFO] - [E:57| 800]: Train Loss:0.0015793, Val MRR:0.40574, ice0003 +2023-05-18 06:33:37,190 - ice0003 - [INFO] - [E:57| 900]: Train Loss:0.0015797, Val MRR:0.40574, ice0003 +2023-05-18 06:34:29,600 - ice0003 - [INFO] - [Epoch:57]: Training Loss:0.00158 + +2023-05-18 06:34:29,854 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 06:34:46,100 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 06:35:02,091 - ice0003 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.43187, Head : 0.37399, Avg : 0.40293 + +2023-05-18 06:35:02,091 - ice0003 - [INFO] - [Epoch 57]: Training Loss: 0.00158, Valid MRR: 0.40574, + + + +2023-05-18 06:35:02,848 - ice0003 - [INFO] - [E:58| 0]: Train Loss:0.0015567, Val MRR:0.40574, ice0003 +2023-05-18 06:36:17,393 - ice0003 - [INFO] - [E:58| 100]: Train Loss:0.0015742, Val MRR:0.40574, ice0003 +2023-05-18 06:37:47,667 - ice0003 - [INFO] - [E:58| 200]: Train Loss:0.001576, Val MRR:0.40574, ice0003 +2023-05-18 06:39:23,654 - ice0003 - [INFO] - [E:58| 300]: Train Loss:0.0015754, Val MRR:0.40574, ice0003 +2023-05-18 06:40:41,709 - ice0003 - [INFO] - [E:58| 400]: Train Loss:0.0015758, Val MRR:0.40574, ice0003 +2023-05-18 06:41:56,315 - ice0003 - [INFO] - [E:58| 500]: Train Loss:0.0015763, Val MRR:0.40574, ice0003 +2023-05-18 06:43:10,913 - ice0003 - [INFO] - [E:58| 600]: Train Loss:0.0015763, Val MRR:0.40574, ice0003 +2023-05-18 06:44:25,486 - ice0003 - [INFO] - [E:58| 700]: Train Loss:0.0015766, Val MRR:0.40574, ice0003 +2023-05-18 06:45:40,097 - ice0003 - [INFO] - [E:58| 800]: Train Loss:0.0015768, Val MRR:0.40574, ice0003 +2023-05-18 06:46:54,719 - ice0003 - [INFO] - [E:58| 900]: Train Loss:0.0015772, Val MRR:0.40574, ice0003 +2023-05-18 06:47:47,224 - ice0003 - [INFO] - [Epoch:58]: Training Loss:0.001577 + +2023-05-18 06:47:47,478 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 06:48:03,735 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 06:48:19,737 - ice0003 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.42985, Head : 0.37467, Avg : 0.40226 + +2023-05-18 06:48:19,737 - ice0003 - [INFO] - [Epoch 58]: Training Loss: 0.0015774, Valid MRR: 0.40574, + + + +2023-05-18 06:48:20,492 - ice0003 - [INFO] - [E:59| 0]: Train Loss:0.0016176, Val MRR:0.40574, ice0003 +2023-05-18 06:49:54,353 - ice0003 - [INFO] - [E:59| 100]: Train Loss:0.0015742, Val MRR:0.40574, ice0003 +2023-05-18 06:51:30,313 - ice0003 - [INFO] - [E:59| 200]: Train Loss:0.0015734, Val MRR:0.40574, ice0003 +2023-05-18 06:52:44,879 - ice0003 - [INFO] - [E:59| 300]: Train Loss:0.0015733, Val MRR:0.40574, ice0003 +2023-05-18 06:53:59,461 - ice0003 - [INFO] - [E:59| 400]: Train Loss:0.0015734, Val MRR:0.40574, ice0003 +2023-05-18 06:55:14,021 - ice0003 - [INFO] - [E:59| 500]: Train Loss:0.0015737, Val MRR:0.40574, ice0003 +2023-05-18 06:56:28,592 - ice0003 - [INFO] - [E:59| 600]: Train Loss:0.0015737, Val MRR:0.40574, ice0003 +2023-05-18 06:57:43,226 - ice0003 - [INFO] - [E:59| 700]: Train Loss:0.0015743, Val MRR:0.40574, ice0003 +2023-05-18 06:58:57,795 - ice0003 - [INFO] - [E:59| 800]: Train Loss:0.0015747, Val MRR:0.40574, ice0003 +2023-05-18 07:00:12,319 - ice0003 - [INFO] - [E:59| 900]: Train Loss:0.0015749, Val MRR:0.40574, ice0003 +2023-05-18 07:01:17,237 - ice0003 - [INFO] - [Epoch:59]: Training Loss:0.001575 + +2023-05-18 07:01:17,570 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 07:01:38,522 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 07:01:59,143 - ice0003 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.43296, Head : 0.37577, Avg : 0.40436 + MR: Tail : 722.81, Head : 796.43, Avg : 759.62 + Hit-1: Tail : 0.34142, Head : 0.28778, Avg : 0.3146 + Hit-3: Tail : 0.48198, Head : 0.41716, Avg : 0.44957 + Hit-10: Tail : 0.6042, Head : 0.5446, Avg : 0.5744 +2023-05-18 07:01:59,143 - ice0003 - [INFO] - [Epoch 59]: Training Loss: 0.0015748, Valid MRR: 0.40574, + + + +2023-05-18 07:02:00,107 - ice0003 - [INFO] - [E:60| 0]: Train Loss:0.0015974, Val MRR:0.40574, ice0003 +2023-05-18 07:03:33,476 - ice0003 - [INFO] - [E:60| 100]: Train Loss:0.0015703, Val MRR:0.40574, ice0003 +2023-05-18 07:04:48,106 - ice0003 - [INFO] - [E:60| 200]: Train Loss:0.0015689, Val MRR:0.40574, ice0003 +2023-05-18 07:06:02,715 - ice0003 - [INFO] - [E:60| 300]: Train Loss:0.0015701, Val MRR:0.40574, ice0003 +2023-05-18 07:07:17,378 - ice0003 - [INFO] - [E:60| 400]: Train Loss:0.0015707, Val MRR:0.40574, ice0003 +2023-05-18 07:08:32,024 - ice0003 - [INFO] - [E:60| 500]: Train Loss:0.001571, Val MRR:0.40574, ice0003 +2023-05-18 07:09:46,671 - ice0003 - [INFO] - [E:60| 600]: Train Loss:0.0015713, Val MRR:0.40574, ice0003 +2023-05-18 07:11:01,268 - ice0003 - [INFO] - [E:60| 700]: Train Loss:0.0015719, Val MRR:0.40574, ice0003 +2023-05-18 07:12:16,043 - ice0003 - [INFO] - [E:60| 800]: Train Loss:0.001572, Val MRR:0.40574, ice0003 +2023-05-18 07:13:52,064 - ice0003 - [INFO] - [E:60| 900]: Train Loss:0.0015722, Val MRR:0.40574, ice0003 +2023-05-18 07:14:59,576 - ice0003 - [INFO] - [Epoch:60]: Training Loss:0.001573 + +2023-05-18 07:14:59,907 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 07:15:20,089 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 07:15:36,087 - ice0003 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.432, Head : 0.37503, Avg : 0.40352 + +2023-05-18 07:15:36,087 - ice0003 - [INFO] - [Epoch 60]: Training Loss: 0.0015726, Valid MRR: 0.40574, + + + +2023-05-18 07:15:36,838 - ice0003 - [INFO] - [E:61| 0]: Train Loss:0.0015712, Val MRR:0.40574, ice0003 +2023-05-18 07:16:51,449 - ice0003 - [INFO] - [E:61| 100]: Train Loss:0.00157, Val MRR:0.40574, ice0003 +2023-05-18 07:18:06,071 - ice0003 - [INFO] - [E:61| 200]: Train Loss:0.0015687, Val MRR:0.40574, ice0003 +2023-05-18 07:19:20,715 - ice0003 - [INFO] - [E:61| 300]: Train Loss:0.0015691, Val MRR:0.40574, ice0003 +2023-05-18 07:20:35,375 - ice0003 - [INFO] - [E:61| 400]: Train Loss:0.0015686, Val MRR:0.40574, ice0003 +2023-05-18 07:21:50,017 - ice0003 - [INFO] - [E:61| 500]: Train Loss:0.0015685, Val MRR:0.40574, ice0003 +2023-05-18 07:23:04,666 - ice0003 - [INFO] - [E:61| 600]: Train Loss:0.001569, Val MRR:0.40574, ice0003 +2023-05-18 07:24:22,621 - ice0003 - [INFO] - [E:61| 700]: Train Loss:0.0015689, Val MRR:0.40574, ice0003 +2023-05-18 07:25:58,597 - ice0003 - [INFO] - [E:61| 800]: Train Loss:0.0015692, Val MRR:0.40574, ice0003 +2023-05-18 07:27:29,022 - ice0003 - [INFO] - [E:61| 900]: Train Loss:0.0015695, Val MRR:0.40574, ice0003 +2023-05-18 07:28:21,438 - ice0003 - [INFO] - [Epoch:61]: Training Loss:0.00157 + +2023-05-18 07:28:21,692 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 07:28:37,940 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 07:28:53,924 - ice0003 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.43088, Head : 0.3725, Avg : 0.40169 + +2023-05-18 07:28:53,925 - ice0003 - [INFO] - [Epoch 61]: Training Loss: 0.00157, Valid MRR: 0.40574, + + + +2023-05-18 07:28:54,678 - ice0003 - [INFO] - [E:62| 0]: Train Loss:0.0015666, Val MRR:0.40574, ice0003 +2023-05-18 07:30:09,220 - ice0003 - [INFO] - [E:62| 100]: Train Loss:0.001568, Val MRR:0.40574, ice0003 +2023-05-18 07:31:23,805 - ice0003 - [INFO] - [E:62| 200]: Train Loss:0.001567, Val MRR:0.40574, ice0003 +2023-05-18 07:32:38,412 - ice0003 - [INFO] - [E:62| 300]: Train Loss:0.0015672, Val MRR:0.40574, ice0003 +2023-05-18 07:33:53,095 - ice0003 - [INFO] - [E:62| 400]: Train Loss:0.0015673, Val MRR:0.40574, ice0003 +2023-05-18 07:35:07,725 - ice0003 - [INFO] - [E:62| 500]: Train Loss:0.0015674, Val MRR:0.40574, ice0003 +2023-05-18 07:36:28,132 - ice0003 - [INFO] - [E:62| 600]: Train Loss:0.0015676, Val MRR:0.40574, ice0003 +2023-05-18 07:38:04,155 - ice0003 - [INFO] - [E:62| 700]: Train Loss:0.0015679, Val MRR:0.40574, ice0003 +2023-05-18 07:39:32,225 - ice0003 - [INFO] - [E:62| 800]: Train Loss:0.0015682, Val MRR:0.40574, ice0003 +2023-05-18 07:40:46,836 - ice0003 - [INFO] - [E:62| 900]: Train Loss:0.0015683, Val MRR:0.40574, ice0003 +2023-05-18 07:41:39,332 - ice0003 - [INFO] - [Epoch:62]: Training Loss:0.001568 + +2023-05-18 07:41:39,587 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 07:41:55,843 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 07:42:11,844 - ice0003 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.43594, Head : 0.38028, Avg : 0.40811 + +2023-05-18 07:42:13,188 - ice0003 - [INFO] - [Epoch 62]: Training Loss: 0.0015683, Valid MRR: 0.40811, + + + +2023-05-18 07:42:13,941 - ice0003 - [INFO] - [E:63| 0]: Train Loss:0.0015946, Val MRR:0.40811, ice0003 +2023-05-18 07:43:28,511 - ice0003 - [INFO] - [E:63| 100]: Train Loss:0.0015645, Val MRR:0.40811, ice0003 +2023-05-18 07:44:43,084 - ice0003 - [INFO] - [E:63| 200]: Train Loss:0.0015649, Val MRR:0.40811, ice0003 +2023-05-18 07:45:57,591 - ice0003 - [INFO] - [E:63| 300]: Train Loss:0.0015639, Val MRR:0.40811, ice0003 +2023-05-18 07:47:12,257 - ice0003 - [INFO] - [E:63| 400]: Train Loss:0.0015641, Val MRR:0.40811, ice0003 +2023-05-18 07:48:43,150 - ice0003 - [INFO] - [E:63| 500]: Train Loss:0.0015642, Val MRR:0.40811, ice0003 +2023-05-18 07:50:19,098 - ice0003 - [INFO] - [E:63| 600]: Train Loss:0.0015644, Val MRR:0.40811, ice0003 +2023-05-18 07:51:36,605 - ice0003 - [INFO] - [E:63| 700]: Train Loss:0.0015649, Val MRR:0.40811, ice0003 +2023-05-18 07:52:51,189 - ice0003 - [INFO] - [E:63| 800]: Train Loss:0.0015654, Val MRR:0.40811, ice0003 +2023-05-18 07:54:05,878 - ice0003 - [INFO] - [E:63| 900]: Train Loss:0.0015657, Val MRR:0.40811, ice0003 +2023-05-18 07:54:58,400 - ice0003 - [INFO] - [Epoch:63]: Training Loss:0.001566 + +2023-05-18 07:54:58,655 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 07:55:14,925 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 07:55:30,943 - ice0003 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.43465, Head : 0.37515, Avg : 0.4049 + +2023-05-18 07:55:30,943 - ice0003 - [INFO] - [Epoch 63]: Training Loss: 0.001566, Valid MRR: 0.40811, + + + +2023-05-18 07:55:31,703 - ice0003 - [INFO] - [E:64| 0]: Train Loss:0.0015874, Val MRR:0.40811, ice0003 +2023-05-18 07:56:46,410 - ice0003 - [INFO] - [E:64| 100]: Train Loss:0.0015629, Val MRR:0.40811, ice0003 +2023-05-18 07:58:01,090 - ice0003 - [INFO] - [E:64| 200]: Train Loss:0.0015624, Val MRR:0.40811, ice0003 +2023-05-18 07:59:15,785 - ice0003 - [INFO] - [E:64| 300]: Train Loss:0.0015622, Val MRR:0.40811, ice0003 +2023-05-18 08:00:49,758 - ice0003 - [INFO] - [E:64| 400]: Train Loss:0.0015635, Val MRR:0.40811, ice0003 +2023-05-18 08:02:25,850 - ice0003 - [INFO] - [E:64| 500]: Train Loss:0.0015641, Val MRR:0.40811, ice0003 +2023-05-18 08:03:40,508 - ice0003 - [INFO] - [E:64| 600]: Train Loss:0.0015639, Val MRR:0.40811, ice0003 +2023-05-18 08:04:55,146 - ice0003 - [INFO] - [E:64| 700]: Train Loss:0.001564, Val MRR:0.40811, ice0003 +2023-05-18 08:06:09,810 - ice0003 - [INFO] - [E:64| 800]: Train Loss:0.0015641, Val MRR:0.40811, ice0003 +2023-05-18 08:07:24,511 - ice0003 - [INFO] - [E:64| 900]: Train Loss:0.0015641, Val MRR:0.40811, ice0003 +2023-05-18 08:08:17,023 - ice0003 - [INFO] - [Epoch:64]: Training Loss:0.001564 + +2023-05-18 08:08:17,282 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 08:08:33,550 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 08:08:49,558 - ice0003 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.43627, Head : 0.37646, Avg : 0.40636 + +2023-05-18 08:08:49,558 - ice0003 - [INFO] - [Epoch 64]: Training Loss: 0.0015643, Valid MRR: 0.40811, + + + +2023-05-18 08:08:50,313 - ice0003 - [INFO] - [E:65| 0]: Train Loss:0.0015579, Val MRR:0.40811, ice0003 +2023-05-18 08:10:04,975 - ice0003 - [INFO] - [E:65| 100]: Train Loss:0.0015594, Val MRR:0.40811, ice0003 +2023-05-18 08:11:20,273 - ice0003 - [INFO] - [E:65| 200]: Train Loss:0.0015608, Val MRR:0.40811, ice0003 +2023-05-18 08:12:56,419 - ice0003 - [INFO] - [E:65| 300]: Train Loss:0.0015608, Val MRR:0.40811, ice0003 +2023-05-18 08:14:29,736 - ice0003 - [INFO] - [E:65| 400]: Train Loss:0.0015613, Val MRR:0.40811, ice0003 +2023-05-18 08:15:44,405 - ice0003 - [INFO] - [E:65| 500]: Train Loss:0.0015616, Val MRR:0.40811, ice0003 +2023-05-18 08:16:59,028 - ice0003 - [INFO] - [E:65| 600]: Train Loss:0.0015616, Val MRR:0.40811, ice0003 +2023-05-18 08:18:13,816 - ice0003 - [INFO] - [E:65| 700]: Train Loss:0.0015615, Val MRR:0.40811, ice0003 +2023-05-18 08:19:28,504 - ice0003 - [INFO] - [E:65| 800]: Train Loss:0.0015622, Val MRR:0.40811, ice0003 +2023-05-18 08:20:43,208 - ice0003 - [INFO] - [E:65| 900]: Train Loss:0.0015623, Val MRR:0.40811, ice0003 +2023-05-18 08:21:35,726 - ice0003 - [INFO] - [Epoch:65]: Training Loss:0.001563 + +2023-05-18 08:21:35,980 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 08:21:52,231 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 08:22:08,234 - ice0003 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.43638, Head : 0.37789, Avg : 0.40714 + +2023-05-18 08:22:08,234 - ice0003 - [INFO] - [Epoch 65]: Training Loss: 0.0015627, Valid MRR: 0.40811, + + + +2023-05-18 08:22:08,990 - ice0003 - [INFO] - [E:66| 0]: Train Loss:0.0015715, Val MRR:0.40811, ice0003 +2023-05-18 08:23:27,672 - ice0003 - [INFO] - [E:66| 100]: Train Loss:0.0015613, Val MRR:0.40811, ice0003 +2023-05-18 08:25:03,674 - ice0003 - [INFO] - [E:66| 200]: Train Loss:0.0015602, Val MRR:0.40811, ice0003 +2023-05-18 08:26:33,485 - ice0003 - [INFO] - [E:66| 300]: Train Loss:0.0015611, Val MRR:0.40811, ice0003 +2023-05-18 08:27:48,171 - ice0003 - [INFO] - [E:66| 400]: Train Loss:0.0015609, Val MRR:0.40811, ice0003 +2023-05-18 08:29:02,846 - ice0003 - [INFO] - [E:66| 500]: Train Loss:0.0015607, Val MRR:0.40811, ice0003 +2023-05-18 08:30:17,519 - ice0003 - [INFO] - [E:66| 600]: Train Loss:0.0015609, Val MRR:0.40811, ice0003 +2023-05-18 08:31:32,154 - ice0003 - [INFO] - [E:66| 700]: Train Loss:0.0015609, Val MRR:0.40811, ice0003 +2023-05-18 08:32:46,774 - ice0003 - [INFO] - [E:66| 800]: Train Loss:0.0015609, Val MRR:0.40811, ice0003 +2023-05-18 08:34:01,360 - ice0003 - [INFO] - [E:66| 900]: Train Loss:0.001561, Val MRR:0.40811, ice0003 +2023-05-18 08:34:53,875 - ice0003 - [INFO] - [Epoch:66]: Training Loss:0.001561 + +2023-05-18 08:34:54,130 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 08:35:12,382 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 08:35:32,993 - ice0003 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.43972, Head : 0.38089, Avg : 0.41031 + +2023-05-18 08:35:34,435 - ice0003 - [INFO] - [Epoch 66]: Training Loss: 0.001561, Valid MRR: 0.41031, + + + +2023-05-18 08:35:35,408 - ice0003 - [INFO] - [E:67| 0]: Train Loss:0.0015515, Val MRR:0.41031, ice0003 +2023-05-18 08:37:11,512 - ice0003 - [INFO] - [E:67| 100]: Train Loss:0.0015595, Val MRR:0.41031, ice0003 +2023-05-18 08:38:37,605 - ice0003 - [INFO] - [E:67| 200]: Train Loss:0.0015581, Val MRR:0.41031, ice0003 +2023-05-18 08:39:52,284 - ice0003 - [INFO] - [E:67| 300]: Train Loss:0.0015583, Val MRR:0.41031, ice0003 +2023-05-18 08:41:06,931 - ice0003 - [INFO] - [E:67| 400]: Train Loss:0.0015581, Val MRR:0.41031, ice0003 +2023-05-18 08:42:21,555 - ice0003 - [INFO] - [E:67| 500]: Train Loss:0.0015581, Val MRR:0.41031, ice0003 +2023-05-18 08:43:36,252 - ice0003 - [INFO] - [E:67| 600]: Train Loss:0.0015579, Val MRR:0.41031, ice0003 +2023-05-18 08:44:50,756 - ice0003 - [INFO] - [E:67| 700]: Train Loss:0.0015581, Val MRR:0.41031, ice0003 +2023-05-18 08:46:05,410 - ice0003 - [INFO] - [E:67| 800]: Train Loss:0.0015585, Val MRR:0.41031, ice0003 +2023-05-18 08:47:27,034 - ice0003 - [INFO] - [E:67| 900]: Train Loss:0.001559, Val MRR:0.41031, ice0003 +2023-05-18 08:48:34,597 - ice0003 - [INFO] - [Epoch:67]: Training Loss:0.001559 + +2023-05-18 08:48:34,930 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 08:48:55,872 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 08:49:16,491 - ice0003 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.43892, Head : 0.37956, Avg : 0.40924 + +2023-05-18 08:49:16,491 - ice0003 - [INFO] - [Epoch 67]: Training Loss: 0.001559, Valid MRR: 0.41031, + + + +2023-05-18 08:49:17,460 - ice0003 - [INFO] - [E:68| 0]: Train Loss:0.0015288, Val MRR:0.41031, ice0003 +2023-05-18 08:50:41,310 - ice0003 - [INFO] - [E:68| 100]: Train Loss:0.0015588, Val MRR:0.41031, ice0003 +2023-05-18 08:51:56,024 - ice0003 - [INFO] - [E:68| 200]: Train Loss:0.0015574, Val MRR:0.41031, ice0003 +2023-05-18 08:53:10,718 - ice0003 - [INFO] - [E:68| 300]: Train Loss:0.0015571, Val MRR:0.41031, ice0003 +2023-05-18 08:54:25,431 - ice0003 - [INFO] - [E:68| 400]: Train Loss:0.0015567, Val MRR:0.41031, ice0003 +2023-05-18 08:55:40,097 - ice0003 - [INFO] - [E:68| 500]: Train Loss:0.0015569, Val MRR:0.41031, ice0003 +2023-05-18 08:56:54,802 - ice0003 - [INFO] - [E:68| 600]: Train Loss:0.0015567, Val MRR:0.41031, ice0003 +2023-05-18 08:58:09,526 - ice0003 - [INFO] - [E:68| 700]: Train Loss:0.0015572, Val MRR:0.41031, ice0003 +2023-05-18 08:59:35,519 - ice0003 - [INFO] - [E:68| 800]: Train Loss:0.0015576, Val MRR:0.41031, ice0003 +2023-05-18 09:01:11,609 - ice0003 - [INFO] - [E:68| 900]: Train Loss:0.0015579, Val MRR:0.41031, ice0003 +2023-05-18 09:02:11,954 - ice0003 - [INFO] - [Epoch:68]: Training Loss:0.001558 + +2023-05-18 09:02:12,208 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 09:02:28,468 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 09:02:44,477 - ice0003 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.43281, Head : 0.37825, Avg : 0.40553 + +2023-05-18 09:02:44,478 - ice0003 - [INFO] - [Epoch 68]: Training Loss: 0.0015581, Valid MRR: 0.41031, + + + +2023-05-18 09:02:45,231 - ice0003 - [INFO] - [E:69| 0]: Train Loss:0.0015677, Val MRR:0.41031, ice0003 +2023-05-18 09:03:59,792 - ice0003 - [INFO] - [E:69| 100]: Train Loss:0.0015563, Val MRR:0.41031, ice0003 +2023-05-18 09:05:14,391 - ice0003 - [INFO] - [E:69| 200]: Train Loss:0.0015555, Val MRR:0.41031, ice0003 +2023-05-18 09:06:28,964 - ice0003 - [INFO] - [E:69| 300]: Train Loss:0.0015556, Val MRR:0.41031, ice0003 +2023-05-18 09:07:43,548 - ice0003 - [INFO] - [E:69| 400]: Train Loss:0.0015557, Val MRR:0.41031, ice0003 +2023-05-18 09:08:58,129 - ice0003 - [INFO] - [E:69| 500]: Train Loss:0.0015561, Val MRR:0.41031, ice0003 +2023-05-18 09:10:12,707 - ice0003 - [INFO] - [E:69| 600]: Train Loss:0.0015561, Val MRR:0.41031, ice0003 +2023-05-18 09:11:38,494 - ice0003 - [INFO] - [E:69| 700]: Train Loss:0.0015563, Val MRR:0.41031, ice0003 +2023-05-18 09:13:14,698 - ice0003 - [INFO] - [E:69| 800]: Train Loss:0.0015562, Val MRR:0.41031, ice0003 +2023-05-18 09:14:37,495 - ice0003 - [INFO] - [E:69| 900]: Train Loss:0.0015563, Val MRR:0.41031, ice0003 +2023-05-18 09:15:29,975 - ice0003 - [INFO] - [Epoch:69]: Training Loss:0.001556 + +2023-05-18 09:15:30,229 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 09:15:46,480 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 09:16:02,479 - ice0003 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.43933, Head : 0.37771, Avg : 0.40852 + MR: Tail : 703.2, Head : 793.67, Avg : 748.44 + Hit-1: Tail : 0.35089, Head : 0.28984, Avg : 0.32037 + Hit-3: Tail : 0.48562, Head : 0.41656, Avg : 0.45109 + Hit-10: Tail : 0.60262, Head : 0.5514, Avg : 0.57701 +2023-05-18 09:16:02,479 - ice0003 - [INFO] - [Epoch 69]: Training Loss: 0.0015564, Valid MRR: 0.41031, + + + +2023-05-18 09:16:03,237 - ice0003 - [INFO] - [E:70| 0]: Train Loss:0.0015593, Val MRR:0.41031, ice0003 +2023-05-18 09:17:17,830 - ice0003 - [INFO] - [E:70| 100]: Train Loss:0.0015529, Val MRR:0.41031, ice0003 +2023-05-18 09:18:32,426 - ice0003 - [INFO] - [E:70| 200]: Train Loss:0.0015518, Val MRR:0.41031, ice0003 +2023-05-18 09:19:47,018 - ice0003 - [INFO] - [E:70| 300]: Train Loss:0.0015518, Val MRR:0.41031, ice0003 +2023-05-18 09:21:01,394 - ice0003 - [INFO] - [E:70| 400]: Train Loss:0.0015531, Val MRR:0.41031, ice0003 +2023-05-18 09:22:15,964 - ice0003 - [INFO] - [E:70| 500]: Train Loss:0.0015534, Val MRR:0.41031, ice0003 +2023-05-18 09:23:42,574 - ice0003 - [INFO] - [E:70| 600]: Train Loss:0.0015536, Val MRR:0.41031, ice0003 +2023-05-18 09:25:18,582 - ice0003 - [INFO] - [E:70| 700]: Train Loss:0.0015539, Val MRR:0.41031, ice0003 +2023-05-18 09:26:40,458 - ice0003 - [INFO] - [E:70| 800]: Train Loss:0.0015542, Val MRR:0.41031, ice0003 +2023-05-18 09:27:55,103 - ice0003 - [INFO] - [E:70| 900]: Train Loss:0.0015547, Val MRR:0.41031, ice0003 +2023-05-18 09:28:47,542 - ice0003 - [INFO] - [Epoch:70]: Training Loss:0.001555 + +2023-05-18 09:28:47,802 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 09:29:04,073 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 09:29:20,078 - ice0003 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.44037, Head : 0.38299, Avg : 0.41168 + +2023-05-18 09:29:21,713 - ice0003 - [INFO] - [Epoch 70]: Training Loss: 0.0015548, Valid MRR: 0.41168, + + + +2023-05-18 09:29:22,474 - ice0003 - [INFO] - [E:71| 0]: Train Loss:0.0015552, Val MRR:0.41168, ice0003 +2023-05-18 09:30:37,045 - ice0003 - [INFO] - [E:71| 100]: Train Loss:0.0015503, Val MRR:0.41168, ice0003 +2023-05-18 09:31:51,637 - ice0003 - [INFO] - [E:71| 200]: Train Loss:0.0015516, Val MRR:0.41168, ice0003 +2023-05-18 09:33:06,259 - ice0003 - [INFO] - [E:71| 300]: Train Loss:0.0015518, Val MRR:0.41168, ice0003 +2023-05-18 09:34:22,557 - ice0003 - [INFO] - [E:71| 400]: Train Loss:0.0015517, Val MRR:0.41168, ice0003 +2023-05-18 09:35:58,637 - ice0003 - [INFO] - [E:71| 500]: Train Loss:0.0015518, Val MRR:0.41168, ice0003 +2023-05-18 09:37:30,812 - ice0003 - [INFO] - [E:71| 600]: Train Loss:0.0015522, Val MRR:0.41168, ice0003 +2023-05-18 09:38:45,429 - ice0003 - [INFO] - [E:71| 700]: Train Loss:0.0015527, Val MRR:0.41168, ice0003 +2023-05-18 09:40:00,101 - ice0003 - [INFO] - [E:71| 800]: Train Loss:0.0015529, Val MRR:0.41168, ice0003 +2023-05-18 09:41:14,755 - ice0003 - [INFO] - [E:71| 900]: Train Loss:0.0015531, Val MRR:0.41168, ice0003 +2023-05-18 09:42:07,235 - ice0003 - [INFO] - [Epoch:71]: Training Loss:0.001553 + +2023-05-18 09:42:07,489 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 09:42:23,744 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 09:42:39,743 - ice0003 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.44236, Head : 0.38195, Avg : 0.41215 + +2023-05-18 09:42:41,126 - ice0003 - [INFO] - [Epoch 71]: Training Loss: 0.0015534, Valid MRR: 0.41215, + + + +2023-05-18 09:42:41,881 - ice0003 - [INFO] - [E:72| 0]: Train Loss:0.0015648, Val MRR:0.41215, ice0003 +2023-05-18 09:43:56,525 - ice0003 - [INFO] - [E:72| 100]: Train Loss:0.0015524, Val MRR:0.41215, ice0003 +2023-05-18 09:45:11,101 - ice0003 - [INFO] - [E:72| 200]: Train Loss:0.0015508, Val MRR:0.41215, ice0003 +2023-05-18 09:46:37,667 - ice0003 - [INFO] - [E:72| 300]: Train Loss:0.0015514, Val MRR:0.41215, ice0003 +2023-05-18 09:48:13,691 - ice0003 - [INFO] - [E:72| 400]: Train Loss:0.0015515, Val MRR:0.41215, ice0003 +2023-05-18 09:49:35,525 - ice0003 - [INFO] - [E:72| 500]: Train Loss:0.0015512, Val MRR:0.41215, ice0003 +2023-05-18 09:50:50,076 - ice0003 - [INFO] - [E:72| 600]: Train Loss:0.0015516, Val MRR:0.41215, ice0003 +2023-05-18 09:52:04,839 - ice0003 - [INFO] - [E:72| 700]: Train Loss:0.0015519, Val MRR:0.41215, ice0003 +2023-05-18 09:53:19,538 - ice0003 - [INFO] - [E:72| 800]: Train Loss:0.0015522, Val MRR:0.41215, ice0003 +2023-05-18 09:54:34,205 - ice0003 - [INFO] - [E:72| 900]: Train Loss:0.0015524, Val MRR:0.41215, ice0003 +2023-05-18 09:55:26,707 - ice0003 - [INFO] - [Epoch:72]: Training Loss:0.001552 + +2023-05-18 09:55:26,963 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 09:55:43,212 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 09:55:59,226 - ice0003 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.44241, Head : 0.38232, Avg : 0.41237 + +2023-05-18 09:56:00,665 - ice0003 - [INFO] - [Epoch 72]: Training Loss: 0.0015523, Valid MRR: 0.41237, + + + +2023-05-18 09:56:01,421 - ice0003 - [INFO] - [E:73| 0]: Train Loss:0.0015529, Val MRR:0.41237, ice0003 +2023-05-18 09:57:18,741 - ice0003 - [INFO] - [E:73| 100]: Train Loss:0.0015519, Val MRR:0.41237, ice0003 +2023-05-18 09:58:54,797 - ice0003 - [INFO] - [E:73| 200]: Train Loss:0.0015508, Val MRR:0.41237, ice0003 +2023-05-18 10:00:25,797 - ice0003 - [INFO] - [E:73| 300]: Train Loss:0.0015503, Val MRR:0.41237, ice0003 +2023-05-18 10:01:40,465 - ice0003 - [INFO] - [E:73| 400]: Train Loss:0.0015505, Val MRR:0.41237, ice0003 +2023-05-18 10:02:55,109 - ice0003 - [INFO] - [E:73| 500]: Train Loss:0.0015505, Val MRR:0.41237, ice0003 +2023-05-18 10:04:09,785 - ice0003 - [INFO] - [E:73| 600]: Train Loss:0.0015507, Val MRR:0.41237, ice0003 +2023-05-18 10:05:24,435 - ice0003 - [INFO] - [E:73| 700]: Train Loss:0.0015505, Val MRR:0.41237, ice0003 +2023-05-18 10:06:39,092 - ice0003 - [INFO] - [E:73| 800]: Train Loss:0.0015506, Val MRR:0.41237, ice0003 +2023-05-18 10:07:53,756 - ice0003 - [INFO] - [E:73| 900]: Train Loss:0.0015509, Val MRR:0.41237, ice0003 +2023-05-18 10:08:46,225 - ice0003 - [INFO] - [Epoch:73]: Training Loss:0.001551 + +2023-05-18 10:08:46,479 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 10:09:02,740 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 10:09:18,757 - ice0003 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.44327, Head : 0.38377, Avg : 0.41352 + +2023-05-18 10:09:20,330 - ice0003 - [INFO] - [Epoch 73]: Training Loss: 0.001551, Valid MRR: 0.41352, + + + +2023-05-18 10:09:21,086 - ice0003 - [INFO] - [E:74| 0]: Train Loss:0.0015394, Val MRR:0.41352, ice0003 +2023-05-18 10:10:25,386 - ice0003 - [INFO] - [E:74| 100]: Train Loss:0.0015492, Val MRR:0.41352, ice0003 +2023-05-18 10:11:28,188 - ice0003 - [INFO] - [E:74| 200]: Train Loss:0.0015488, Val MRR:0.41352, ice0003 +2023-05-18 10:12:30,983 - ice0003 - [INFO] - [E:74| 300]: Train Loss:0.0015481, Val MRR:0.41352, ice0003 +2023-05-18 10:13:33,921 - ice0003 - [INFO] - [E:74| 400]: Train Loss:0.0015484, Val MRR:0.41352, ice0003 +2023-05-18 10:14:36,875 - ice0003 - [INFO] - [E:74| 500]: Train Loss:0.0015488, Val MRR:0.41352, ice0003 +2023-05-18 10:15:39,828 - ice0003 - [INFO] - [E:74| 600]: Train Loss:0.001549, Val MRR:0.41352, ice0003 +2023-05-18 10:16:42,876 - ice0003 - [INFO] - [E:74| 700]: Train Loss:0.0015491, Val MRR:0.41352, ice0003 +2023-05-18 10:17:45,700 - ice0003 - [INFO] - [E:74| 800]: Train Loss:0.0015492, Val MRR:0.41352, ice0003 +2023-05-18 10:18:48,582 - ice0003 - [INFO] - [E:74| 900]: Train Loss:0.0015496, Val MRR:0.41352, ice0003 +2023-05-18 10:19:32,785 - ice0003 - [INFO] - [Epoch:74]: Training Loss:0.00155 + +2023-05-18 10:19:32,997 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 10:19:46,542 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 10:19:59,877 - ice0003 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.44107, Head : 0.38147, Avg : 0.41127 + +2023-05-18 10:19:59,877 - ice0003 - [INFO] - [Epoch 74]: Training Loss: 0.0015498, Valid MRR: 0.41352, + + + +2023-05-18 10:20:00,516 - ice0003 - [INFO] - [E:75| 0]: Train Loss:0.0015615, Val MRR:0.41352, ice0003 +2023-05-18 10:21:03,362 - ice0003 - [INFO] - [E:75| 100]: Train Loss:0.0015483, Val MRR:0.41352, ice0003 +2023-05-18 10:22:06,218 - ice0003 - [INFO] - [E:75| 200]: Train Loss:0.0015492, Val MRR:0.41352, ice0003 +2023-05-18 10:23:09,064 - ice0003 - [INFO] - [E:75| 300]: Train Loss:0.0015486, Val MRR:0.41352, ice0003 +2023-05-18 10:24:11,895 - ice0003 - [INFO] - [E:75| 400]: Train Loss:0.0015488, Val MRR:0.41352, ice0003 +2023-05-18 10:25:14,783 - ice0003 - [INFO] - [E:75| 500]: Train Loss:0.0015491, Val MRR:0.41352, ice0003 +2023-05-18 10:26:17,624 - ice0003 - [INFO] - [E:75| 600]: Train Loss:0.0015491, Val MRR:0.41352, ice0003 +2023-05-18 10:27:20,476 - ice0003 - [INFO] - [E:75| 700]: Train Loss:0.0015491, Val MRR:0.41352, ice0003 +2023-05-18 10:28:23,318 - ice0003 - [INFO] - [E:75| 800]: Train Loss:0.001549, Val MRR:0.41352, ice0003 +2023-05-18 10:29:26,155 - ice0003 - [INFO] - [E:75| 900]: Train Loss:0.0015491, Val MRR:0.41352, ice0003 +2023-05-18 10:30:10,335 - ice0003 - [INFO] - [Epoch:75]: Training Loss:0.001549 + +2023-05-18 10:30:10,547 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 10:30:24,088 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 10:30:37,409 - ice0003 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.44432, Head : 0.38281, Avg : 0.41356 + +2023-05-18 10:30:38,746 - ice0003 - [INFO] - [Epoch 75]: Training Loss: 0.0015492, Valid MRR: 0.41356, + + + +2023-05-18 10:30:39,388 - ice0003 - [INFO] - [E:76| 0]: Train Loss:0.0015318, Val MRR:0.41356, ice0003 +2023-05-18 10:31:42,231 - ice0003 - [INFO] - [E:76| 100]: Train Loss:0.0015435, Val MRR:0.41356, ice0003 +2023-05-18 10:32:45,067 - ice0003 - [INFO] - [E:76| 200]: Train Loss:0.001544, Val MRR:0.41356, ice0003 +2023-05-18 10:33:48,055 - ice0003 - [INFO] - [E:76| 300]: Train Loss:0.0015451, Val MRR:0.41356, ice0003 +2023-05-18 10:34:50,958 - ice0003 - [INFO] - [E:76| 400]: Train Loss:0.0015458, Val MRR:0.41356, ice0003 +2023-05-18 10:35:53,924 - ice0003 - [INFO] - [E:76| 500]: Train Loss:0.0015464, Val MRR:0.41356, ice0003 +2023-05-18 10:36:56,876 - ice0003 - [INFO] - [E:76| 600]: Train Loss:0.0015466, Val MRR:0.41356, ice0003 +2023-05-18 10:37:59,808 - ice0003 - [INFO] - [E:76| 700]: Train Loss:0.0015468, Val MRR:0.41356, ice0003 +2023-05-18 10:39:02,776 - ice0003 - [INFO] - [E:76| 800]: Train Loss:0.0015469, Val MRR:0.41356, ice0003 +2023-05-18 10:40:05,739 - ice0003 - [INFO] - [E:76| 900]: Train Loss:0.0015471, Val MRR:0.41356, ice0003 +2023-05-18 10:40:50,005 - ice0003 - [INFO] - [Epoch:76]: Training Loss:0.001548 + +2023-05-18 10:40:50,218 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 10:41:03,771 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 10:41:17,119 - ice0003 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.43969, Head : 0.38041, Avg : 0.41005 + +2023-05-18 10:41:17,119 - ice0003 - [INFO] - [Epoch 76]: Training Loss: 0.0015475, Valid MRR: 0.41356, + + + +2023-05-18 10:41:17,758 - ice0003 - [INFO] - [E:77| 0]: Train Loss:0.0015279, Val MRR:0.41356, ice0003 +2023-05-18 10:42:20,819 - ice0003 - [INFO] - [E:77| 100]: Train Loss:0.0015444, Val MRR:0.41356, ice0003 +2023-05-18 10:43:23,656 - ice0003 - [INFO] - [E:77| 200]: Train Loss:0.0015448, Val MRR:0.41356, ice0003 +2023-05-18 10:44:26,524 - ice0003 - [INFO] - [E:77| 300]: Train Loss:0.0015453, Val MRR:0.41356, ice0003 +2023-05-18 10:45:29,320 - ice0003 - [INFO] - [E:77| 400]: Train Loss:0.0015455, Val MRR:0.41356, ice0003 +2023-05-18 10:46:32,194 - ice0003 - [INFO] - [E:77| 500]: Train Loss:0.0015458, Val MRR:0.41356, ice0003 +2023-05-18 10:47:35,133 - ice0003 - [INFO] - [E:77| 600]: Train Loss:0.0015462, Val MRR:0.41356, ice0003 +2023-05-18 10:48:38,078 - ice0003 - [INFO] - [E:77| 700]: Train Loss:0.0015465, Val MRR:0.41356, ice0003 +2023-05-18 10:49:41,023 - ice0003 - [INFO] - [E:77| 800]: Train Loss:0.0015466, Val MRR:0.41356, ice0003 +2023-05-18 10:50:43,978 - ice0003 - [INFO] - [E:77| 900]: Train Loss:0.0015465, Val MRR:0.41356, ice0003 +2023-05-18 10:51:28,278 - ice0003 - [INFO] - [Epoch:77]: Training Loss:0.001547 + +2023-05-18 10:51:28,491 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 10:51:42,033 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 10:51:55,360 - ice0003 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.44016, Head : 0.38647, Avg : 0.41332 + +2023-05-18 10:51:55,360 - ice0003 - [INFO] - [Epoch 77]: Training Loss: 0.0015465, Valid MRR: 0.41356, + + + +2023-05-18 10:51:55,995 - ice0003 - [INFO] - [E:78| 0]: Train Loss:0.0015461, Val MRR:0.41356, ice0003 +2023-05-18 10:52:58,882 - ice0003 - [INFO] - [E:78| 100]: Train Loss:0.0015424, Val MRR:0.41356, ice0003 +2023-05-18 10:54:01,799 - ice0003 - [INFO] - [E:78| 200]: Train Loss:0.0015432, Val MRR:0.41356, ice0003 +2023-05-18 10:55:04,641 - ice0003 - [INFO] - [E:78| 300]: Train Loss:0.0015443, Val MRR:0.41356, ice0003 +2023-05-18 10:56:07,507 - ice0003 - [INFO] - [E:78| 400]: Train Loss:0.0015449, Val MRR:0.41356, ice0003 +2023-05-18 10:57:10,410 - ice0003 - [INFO] - [E:78| 500]: Train Loss:0.0015453, Val MRR:0.41356, ice0003 +2023-05-18 10:58:13,248 - ice0003 - [INFO] - [E:78| 600]: Train Loss:0.0015447, Val MRR:0.41356, ice0003 +2023-05-18 10:59:16,086 - ice0003 - [INFO] - [E:78| 700]: Train Loss:0.0015449, Val MRR:0.41356, ice0003 +2023-05-18 11:00:18,944 - ice0003 - [INFO] - [E:78| 800]: Train Loss:0.0015453, Val MRR:0.41356, ice0003 +2023-05-18 11:01:21,754 - ice0003 - [INFO] - [E:78| 900]: Train Loss:0.0015454, Val MRR:0.41356, ice0003 +2023-05-18 11:02:05,896 - ice0003 - [INFO] - [Epoch:78]: Training Loss:0.001545 + +2023-05-18 11:02:06,108 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 11:02:19,641 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 11:02:32,977 - ice0003 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.44065, Head : 0.38549, Avg : 0.41307 + +2023-05-18 11:02:32,977 - ice0003 - [INFO] - [Epoch 78]: Training Loss: 0.0015454, Valid MRR: 0.41356, + + + +2023-05-18 11:02:33,615 - ice0003 - [INFO] - [E:79| 0]: Train Loss:0.0015306, Val MRR:0.41356, ice0003 +2023-05-18 11:03:36,412 - ice0003 - [INFO] - [E:79| 100]: Train Loss:0.0015428, Val MRR:0.41356, ice0003 +2023-05-18 11:04:39,217 - ice0003 - [INFO] - [E:79| 200]: Train Loss:0.0015432, Val MRR:0.41356, ice0003 +2023-05-18 11:05:42,005 - ice0003 - [INFO] - [E:79| 300]: Train Loss:0.001544, Val MRR:0.41356, ice0003 +2023-05-18 11:06:44,809 - ice0003 - [INFO] - [E:79| 400]: Train Loss:0.0015441, Val MRR:0.41356, ice0003 +2023-05-18 11:07:47,615 - ice0003 - [INFO] - [E:79| 500]: Train Loss:0.0015444, Val MRR:0.41356, ice0003 +2023-05-18 11:08:50,496 - ice0003 - [INFO] - [E:79| 600]: Train Loss:0.0015443, Val MRR:0.41356, ice0003 +2023-05-18 11:09:53,320 - ice0003 - [INFO] - [E:79| 700]: Train Loss:0.0015441, Val MRR:0.41356, ice0003 +2023-05-18 11:10:56,145 - ice0003 - [INFO] - [E:79| 800]: Train Loss:0.0015442, Val MRR:0.41356, ice0003 +2023-05-18 11:11:58,947 - ice0003 - [INFO] - [E:79| 900]: Train Loss:0.0015447, Val MRR:0.41356, ice0003 +2023-05-18 11:12:43,187 - ice0003 - [INFO] - [Epoch:79]: Training Loss:0.001545 + +2023-05-18 11:12:43,399 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 11:12:56,956 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 11:13:10,280 - ice0003 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.44052, Head : 0.38059, Avg : 0.41056 + MR: Tail : 716.14, Head : 820.9, Avg : 768.52 + Hit-1: Tail : 0.35113, Head : 0.2936, Avg : 0.32237 + Hit-3: Tail : 0.48671, Head : 0.4185, Avg : 0.4526 + Hit-10: Tail : 0.60723, Head : 0.55177, Avg : 0.5795 +2023-05-18 11:13:10,281 - ice0003 - [INFO] - [Epoch 79]: Training Loss: 0.0015447, Valid MRR: 0.41356, + + + +2023-05-18 11:13:10,916 - ice0003 - [INFO] - [E:80| 0]: Train Loss:0.001526, Val MRR:0.41356, ice0003 +2023-05-18 11:14:13,896 - ice0003 - [INFO] - [E:80| 100]: Train Loss:0.0015424, Val MRR:0.41356, ice0003 +2023-05-18 11:15:16,829 - ice0003 - [INFO] - [E:80| 200]: Train Loss:0.0015426, Val MRR:0.41356, ice0003 +2023-05-18 11:16:19,647 - ice0003 - [INFO] - [E:80| 300]: Train Loss:0.0015426, Val MRR:0.41356, ice0003 +2023-05-18 11:17:22,629 - ice0003 - [INFO] - [E:80| 400]: Train Loss:0.0015424, Val MRR:0.41356, ice0003 +2023-05-18 11:18:25,536 - ice0003 - [INFO] - [E:80| 500]: Train Loss:0.0015426, Val MRR:0.41356, ice0003 +2023-05-18 11:19:28,440 - ice0003 - [INFO] - [E:80| 600]: Train Loss:0.0015431, Val MRR:0.41356, ice0003 +2023-05-18 11:20:31,354 - ice0003 - [INFO] - [E:80| 700]: Train Loss:0.0015431, Val MRR:0.41356, ice0003 +2023-05-18 11:21:34,242 - ice0003 - [INFO] - [E:80| 800]: Train Loss:0.0015433, Val MRR:0.41356, ice0003 +2023-05-18 11:22:37,017 - ice0003 - [INFO] - [E:80| 900]: Train Loss:0.0015438, Val MRR:0.41356, ice0003 +2023-05-18 11:23:21,229 - ice0003 - [INFO] - [Epoch:80]: Training Loss:0.001544 + +2023-05-18 11:23:21,441 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 11:23:34,978 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 11:23:48,323 - ice0003 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.43665, Head : 0.38169, Avg : 0.40917 + +2023-05-18 11:23:48,323 - ice0003 - [INFO] - [Epoch 80]: Training Loss: 0.001544, Valid MRR: 0.41356, + + + +2023-05-18 11:23:48,960 - ice0003 - [INFO] - [E:81| 0]: Train Loss:0.001541, Val MRR:0.41356, ice0003 +2023-05-18 11:24:51,856 - ice0003 - [INFO] - [E:81| 100]: Train Loss:0.0015408, Val MRR:0.41356, ice0003 +2023-05-18 11:25:54,721 - ice0003 - [INFO] - [E:81| 200]: Train Loss:0.0015418, Val MRR:0.41356, ice0003 +2023-05-18 11:26:57,514 - ice0003 - [INFO] - [E:81| 300]: Train Loss:0.0015427, Val MRR:0.41356, ice0003 +2023-05-18 11:28:00,342 - ice0003 - [INFO] - [E:81| 400]: Train Loss:0.001543, Val MRR:0.41356, ice0003 +2023-05-18 11:29:03,158 - ice0003 - [INFO] - [E:81| 500]: Train Loss:0.0015428, Val MRR:0.41356, ice0003 +2023-05-18 11:30:05,979 - ice0003 - [INFO] - [E:81| 600]: Train Loss:0.0015431, Val MRR:0.41356, ice0003 +2023-05-18 11:31:08,799 - ice0003 - [INFO] - [E:81| 700]: Train Loss:0.001543, Val MRR:0.41356, ice0003 +2023-05-18 11:32:11,594 - ice0003 - [INFO] - [E:81| 800]: Train Loss:0.001543, Val MRR:0.41356, ice0003 +2023-05-18 11:33:14,376 - ice0003 - [INFO] - [E:81| 900]: Train Loss:0.0015432, Val MRR:0.41356, ice0003 +2023-05-18 11:33:58,695 - ice0003 - [INFO] - [Epoch:81]: Training Loss:0.001543 + +2023-05-18 11:33:58,907 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 11:34:12,455 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 11:34:25,778 - ice0003 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.43878, Head : 0.38291, Avg : 0.41085 + +2023-05-18 11:34:25,779 - ice0003 - [INFO] - [Epoch 81]: Training Loss: 0.0015435, Valid MRR: 0.41356, + + + +2023-05-18 11:34:26,416 - ice0003 - [INFO] - [E:82| 0]: Train Loss:0.0015255, Val MRR:0.41356, ice0003 +2023-05-18 11:35:29,250 - ice0003 - [INFO] - [E:82| 100]: Train Loss:0.0015409, Val MRR:0.41356, ice0003 +2023-05-18 11:36:32,056 - ice0003 - [INFO] - [E:82| 200]: Train Loss:0.0015397, Val MRR:0.41356, ice0003 +2023-05-18 11:37:34,935 - ice0003 - [INFO] - [E:82| 300]: Train Loss:0.00154, Val MRR:0.41356, ice0003 +2023-05-18 11:38:37,824 - ice0003 - [INFO] - [E:82| 400]: Train Loss:0.0015405, Val MRR:0.41356, ice0003 +2023-05-18 11:39:40,751 - ice0003 - [INFO] - [E:82| 500]: Train Loss:0.0015409, Val MRR:0.41356, ice0003 +2023-05-18 11:40:43,644 - ice0003 - [INFO] - [E:82| 600]: Train Loss:0.0015412, Val MRR:0.41356, ice0003 +2023-05-18 11:41:46,531 - ice0003 - [INFO] - [E:82| 700]: Train Loss:0.0015415, Val MRR:0.41356, ice0003 +2023-05-18 11:42:49,533 - ice0003 - [INFO] - [E:82| 800]: Train Loss:0.0015415, Val MRR:0.41356, ice0003 +2023-05-18 11:43:52,379 - ice0003 - [INFO] - [E:82| 900]: Train Loss:0.0015417, Val MRR:0.41356, ice0003 +2023-05-18 11:44:36,583 - ice0003 - [INFO] - [Epoch:82]: Training Loss:0.001542 + +2023-05-18 11:44:36,796 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 11:44:50,328 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 11:45:03,671 - ice0003 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.44063, Head : 0.38681, Avg : 0.41372 + +2023-05-18 11:45:05,354 - ice0003 - [INFO] - [Epoch 82]: Training Loss: 0.001542, Valid MRR: 0.41372, + + + +2023-05-18 11:45:05,997 - ice0003 - [INFO] - [E:83| 0]: Train Loss:0.0015389, Val MRR:0.41372, ice0003 +2023-05-18 11:46:08,933 - ice0003 - [INFO] - [E:83| 100]: Train Loss:0.0015408, Val MRR:0.41372, ice0003 +2023-05-18 11:47:11,898 - ice0003 - [INFO] - [E:83| 200]: Train Loss:0.0015394, Val MRR:0.41372, ice0003 +2023-05-18 11:48:14,849 - ice0003 - [INFO] - [E:83| 300]: Train Loss:0.0015403, Val MRR:0.41372, ice0003 +2023-05-18 11:49:17,808 - ice0003 - [INFO] - [E:83| 400]: Train Loss:0.0015404, Val MRR:0.41372, ice0003 +2023-05-18 11:50:20,678 - ice0003 - [INFO] - [E:83| 500]: Train Loss:0.0015405, Val MRR:0.41372, ice0003 +2023-05-18 11:51:23,667 - ice0003 - [INFO] - [E:83| 600]: Train Loss:0.0015408, Val MRR:0.41372, ice0003 +2023-05-18 11:52:26,531 - ice0003 - [INFO] - [E:83| 700]: Train Loss:0.001541, Val MRR:0.41372, ice0003 +2023-05-18 11:53:29,355 - ice0003 - [INFO] - [E:83| 800]: Train Loss:0.001541, Val MRR:0.41372, ice0003 +2023-05-18 11:54:32,132 - ice0003 - [INFO] - [E:83| 900]: Train Loss:0.0015411, Val MRR:0.41372, ice0003 +2023-05-18 11:55:16,309 - ice0003 - [INFO] - [Epoch:83]: Training Loss:0.001541 + +2023-05-18 11:55:16,520 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 11:55:30,054 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 11:55:43,376 - ice0003 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.4441, Head : 0.38698, Avg : 0.41554 + +2023-05-18 11:55:44,963 - ice0003 - [INFO] - [Epoch 83]: Training Loss: 0.001541, Valid MRR: 0.41554, + + + +2023-05-18 11:55:45,606 - ice0003 - [INFO] - [E:84| 0]: Train Loss:0.0015339, Val MRR:0.41554, ice0003 +2023-05-18 11:56:48,402 - ice0003 - [INFO] - [E:84| 100]: Train Loss:0.0015387, Val MRR:0.41554, ice0003 +2023-05-18 11:57:51,192 - ice0003 - [INFO] - [E:84| 200]: Train Loss:0.0015391, Val MRR:0.41554, ice0003 +2023-05-18 11:58:53,982 - ice0003 - [INFO] - [E:84| 300]: Train Loss:0.0015388, Val MRR:0.41554, ice0003 +2023-05-18 11:59:56,878 - ice0003 - [INFO] - [E:84| 400]: Train Loss:0.0015391, Val MRR:0.41554, ice0003 +2023-05-18 12:00:59,677 - ice0003 - [INFO] - [E:84| 500]: Train Loss:0.0015395, Val MRR:0.41554, ice0003 +2023-05-18 12:02:02,474 - ice0003 - [INFO] - [E:84| 600]: Train Loss:0.0015396, Val MRR:0.41554, ice0003 +2023-05-18 12:03:05,283 - ice0003 - [INFO] - [E:84| 700]: Train Loss:0.0015399, Val MRR:0.41554, ice0003 +2023-05-18 12:04:08,084 - ice0003 - [INFO] - [E:84| 800]: Train Loss:0.0015398, Val MRR:0.41554, ice0003 +2023-05-18 12:05:10,891 - ice0003 - [INFO] - [E:84| 900]: Train Loss:0.0015401, Val MRR:0.41554, ice0003 +2023-05-18 12:05:55,056 - ice0003 - [INFO] - [Epoch:84]: Training Loss:0.00154 + +2023-05-18 12:05:55,269 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 12:06:08,807 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 12:06:22,158 - ice0003 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.44462, Head : 0.38621, Avg : 0.41541 + +2023-05-18 12:06:22,158 - ice0003 - [INFO] - [Epoch 84]: Training Loss: 0.0015402, Valid MRR: 0.41554, + + + +2023-05-18 12:06:22,796 - ice0003 - [INFO] - [E:85| 0]: Train Loss:0.0015372, Val MRR:0.41554, ice0003 +2023-05-18 12:07:25,571 - ice0003 - [INFO] - [E:85| 100]: Train Loss:0.0015396, Val MRR:0.41554, ice0003 +2023-05-18 12:08:28,433 - ice0003 - [INFO] - [E:85| 200]: Train Loss:0.0015388, Val MRR:0.41554, ice0003 +2023-05-18 12:09:31,241 - ice0003 - [INFO] - [E:85| 300]: Train Loss:0.0015388, Val MRR:0.41554, ice0003 +2023-05-18 12:10:34,052 - ice0003 - [INFO] - [E:85| 400]: Train Loss:0.0015389, Val MRR:0.41554, ice0003 +2023-05-18 12:11:36,904 - ice0003 - [INFO] - [E:85| 500]: Train Loss:0.0015393, Val MRR:0.41554, ice0003 +2023-05-18 12:12:39,685 - ice0003 - [INFO] - [E:85| 600]: Train Loss:0.0015394, Val MRR:0.41554, ice0003 +2023-05-18 12:13:42,475 - ice0003 - [INFO] - [E:85| 700]: Train Loss:0.0015397, Val MRR:0.41554, ice0003 +2023-05-18 12:14:45,279 - ice0003 - [INFO] - [E:85| 800]: Train Loss:0.0015397, Val MRR:0.41554, ice0003 +2023-05-18 12:15:48,117 - ice0003 - [INFO] - [E:85| 900]: Train Loss:0.0015396, Val MRR:0.41554, ice0003 +2023-05-18 12:16:32,263 - ice0003 - [INFO] - [Epoch:85]: Training Loss:0.00154 + +2023-05-18 12:16:32,475 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 12:16:46,035 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 12:16:59,429 - ice0003 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.449, Head : 0.38929, Avg : 0.41915 + +2023-05-18 12:17:01,204 - ice0003 - [INFO] - [Epoch 85]: Training Loss: 0.0015399, Valid MRR: 0.41915, + + + +2023-05-18 12:17:01,848 - ice0003 - [INFO] - [E:86| 0]: Train Loss:0.0015514, Val MRR:0.41915, ice0003 +2023-05-18 12:18:04,654 - ice0003 - [INFO] - [E:86| 100]: Train Loss:0.0015379, Val MRR:0.41915, ice0003 +2023-05-18 12:19:07,605 - ice0003 - [INFO] - [E:86| 200]: Train Loss:0.0015372, Val MRR:0.41915, ice0003 +2023-05-18 12:20:10,532 - ice0003 - [INFO] - [E:86| 300]: Train Loss:0.0015378, Val MRR:0.41915, ice0003 +2023-05-18 12:21:13,423 - ice0003 - [INFO] - [E:86| 400]: Train Loss:0.001538, Val MRR:0.41915, ice0003 +2023-05-18 12:22:16,259 - ice0003 - [INFO] - [E:86| 500]: Train Loss:0.0015384, Val MRR:0.41915, ice0003 +2023-05-18 12:23:19,100 - ice0003 - [INFO] - [E:86| 600]: Train Loss:0.0015384, Val MRR:0.41915, ice0003 +2023-05-18 12:24:21,897 - ice0003 - [INFO] - [E:86| 700]: Train Loss:0.0015386, Val MRR:0.41915, ice0003 +2023-05-18 12:25:24,817 - ice0003 - [INFO] - [E:86| 800]: Train Loss:0.0015386, Val MRR:0.41915, ice0003 +2023-05-18 12:26:27,697 - ice0003 - [INFO] - [E:86| 900]: Train Loss:0.0015388, Val MRR:0.41915, ice0003 +2023-05-18 12:27:11,819 - ice0003 - [INFO] - [Epoch:86]: Training Loss:0.001539 + +2023-05-18 12:27:12,030 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 12:27:25,569 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 12:27:38,903 - ice0003 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.44898, Head : 0.38845, Avg : 0.41871 + +2023-05-18 12:27:38,903 - ice0003 - [INFO] - [Epoch 86]: Training Loss: 0.001539, Valid MRR: 0.41915, + + + +2023-05-18 12:27:39,539 - ice0003 - [INFO] - [E:87| 0]: Train Loss:0.0015397, Val MRR:0.41915, ice0003 +2023-05-18 12:28:42,357 - ice0003 - [INFO] - [E:87| 100]: Train Loss:0.0015373, Val MRR:0.41915, ice0003 +2023-05-18 12:29:45,159 - ice0003 - [INFO] - [E:87| 200]: Train Loss:0.0015368, Val MRR:0.41915, ice0003 +2023-05-18 12:30:47,955 - ice0003 - [INFO] - [E:87| 300]: Train Loss:0.0015371, Val MRR:0.41915, ice0003 +2023-05-18 12:31:50,797 - ice0003 - [INFO] - [E:87| 400]: Train Loss:0.0015371, Val MRR:0.41915, ice0003 +2023-05-18 12:32:53,579 - ice0003 - [INFO] - [E:87| 500]: Train Loss:0.0015375, Val MRR:0.41915, ice0003 +2023-05-18 12:33:56,370 - ice0003 - [INFO] - [E:87| 600]: Train Loss:0.0015376, Val MRR:0.41915, ice0003 +2023-05-18 12:34:59,245 - ice0003 - [INFO] - [E:87| 700]: Train Loss:0.0015377, Val MRR:0.41915, ice0003 +2023-05-18 12:36:02,059 - ice0003 - [INFO] - [E:87| 800]: Train Loss:0.0015379, Val MRR:0.41915, ice0003 +2023-05-18 12:37:04,855 - ice0003 - [INFO] - [E:87| 900]: Train Loss:0.0015379, Val MRR:0.41915, ice0003 +2023-05-18 12:37:49,029 - ice0003 - [INFO] - [Epoch:87]: Training Loss:0.001538 + +2023-05-18 12:37:49,241 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 12:38:02,766 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 12:38:16,093 - ice0003 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.44401, Head : 0.38233, Avg : 0.41317 + +2023-05-18 12:38:16,093 - ice0003 - [INFO] - [Epoch 87]: Training Loss: 0.0015381, Valid MRR: 0.41915, + + + +2023-05-18 12:38:16,730 - ice0003 - [INFO] - [E:88| 0]: Train Loss:0.0015382, Val MRR:0.41915, ice0003 +2023-05-18 12:39:19,666 - ice0003 - [INFO] - [E:88| 100]: Train Loss:0.0015367, Val MRR:0.41915, ice0003 +2023-05-18 12:40:22,609 - ice0003 - [INFO] - [E:88| 200]: Train Loss:0.0015367, Val MRR:0.41915, ice0003 +2023-05-18 12:41:25,562 - ice0003 - [INFO] - [E:88| 300]: Train Loss:0.0015364, Val MRR:0.41915, ice0003 +2023-05-18 12:42:28,520 - ice0003 - [INFO] - [E:88| 400]: Train Loss:0.0015363, Val MRR:0.41915, ice0003 +2023-05-18 12:43:31,479 - ice0003 - [INFO] - [E:88| 500]: Train Loss:0.0015365, Val MRR:0.41915, ice0003 +2023-05-18 12:44:34,269 - ice0003 - [INFO] - [E:88| 600]: Train Loss:0.0015368, Val MRR:0.41915, ice0003 +2023-05-18 12:45:37,086 - ice0003 - [INFO] - [E:88| 700]: Train Loss:0.001537, Val MRR:0.41915, ice0003 +2023-05-18 12:46:39,892 - ice0003 - [INFO] - [E:88| 800]: Train Loss:0.001537, Val MRR:0.41915, ice0003 +2023-05-18 12:47:42,687 - ice0003 - [INFO] - [E:88| 900]: Train Loss:0.0015374, Val MRR:0.41915, ice0003 +2023-05-18 12:48:26,840 - ice0003 - [INFO] - [Epoch:88]: Training Loss:0.001537 + +2023-05-18 12:48:27,052 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 12:48:40,591 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 12:48:53,928 - ice0003 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.44499, Head : 0.38803, Avg : 0.41651 + +2023-05-18 12:48:53,928 - ice0003 - [INFO] - [Epoch 88]: Training Loss: 0.0015374, Valid MRR: 0.41915, + + + +2023-05-18 12:48:54,564 - ice0003 - [INFO] - [E:89| 0]: Train Loss:0.001522, Val MRR:0.41915, ice0003 +2023-05-18 12:49:57,392 - ice0003 - [INFO] - [E:89| 100]: Train Loss:0.0015354, Val MRR:0.41915, ice0003 +2023-05-18 12:51:00,173 - ice0003 - [INFO] - [E:89| 200]: Train Loss:0.0015359, Val MRR:0.41915, ice0003 +2023-05-18 12:52:03,139 - ice0003 - [INFO] - [E:89| 300]: Train Loss:0.0015357, Val MRR:0.41915, ice0003 +2023-05-18 12:53:06,007 - ice0003 - [INFO] - [E:89| 400]: Train Loss:0.0015359, Val MRR:0.41915, ice0003 +2023-05-18 12:54:08,919 - ice0003 - [INFO] - [E:89| 500]: Train Loss:0.0015361, Val MRR:0.41915, ice0003 +2023-05-18 12:55:11,804 - ice0003 - [INFO] - [E:89| 600]: Train Loss:0.0015362, Val MRR:0.41915, ice0003 +2023-05-18 12:56:14,694 - ice0003 - [INFO] - [E:89| 700]: Train Loss:0.0015363, Val MRR:0.41915, ice0003 +2023-05-18 12:57:17,585 - ice0003 - [INFO] - [E:89| 800]: Train Loss:0.0015366, Val MRR:0.41915, ice0003 +2023-05-18 12:58:20,483 - ice0003 - [INFO] - [E:89| 900]: Train Loss:0.0015367, Val MRR:0.41915, ice0003 +2023-05-18 12:59:04,702 - ice0003 - [INFO] - [Epoch:89]: Training Loss:0.001537 + +2023-05-18 12:59:04,913 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 12:59:18,450 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 12:59:31,771 - ice0003 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.44444, Head : 0.38609, Avg : 0.41527 + MR: Tail : 716.71, Head : 810.27, Avg : 763.49 + Hit-1: Tail : 0.35393, Head : 0.30234, Avg : 0.32813 + Hit-3: Tail : 0.49533, Head : 0.42372, Avg : 0.45952 + Hit-10: Tail : 0.61075, Head : 0.54752, Avg : 0.57914 +2023-05-18 12:59:31,771 - ice0003 - [INFO] - [Epoch 89]: Training Loss: 0.0015369, Valid MRR: 0.41915, + + + +2023-05-18 12:59:32,412 - ice0003 - [INFO] - [E:90| 0]: Train Loss:0.0015229, Val MRR:0.41915, ice0003 +2023-05-18 13:00:35,377 - ice0003 - [INFO] - [E:90| 100]: Train Loss:0.0015373, Val MRR:0.41915, ice0003 +2023-05-18 13:01:38,173 - ice0003 - [INFO] - [E:90| 200]: Train Loss:0.0015367, Val MRR:0.41915, ice0003 +2023-05-18 13:02:40,996 - ice0003 - [INFO] - [E:90| 300]: Train Loss:0.0015367, Val MRR:0.41915, ice0003 +2023-05-18 13:03:43,822 - ice0003 - [INFO] - [E:90| 400]: Train Loss:0.0015362, Val MRR:0.41915, ice0003 +2023-05-18 13:04:46,704 - ice0003 - [INFO] - [E:90| 500]: Train Loss:0.0015363, Val MRR:0.41915, ice0003 +2023-05-18 13:05:49,725 - ice0003 - [INFO] - [E:90| 600]: Train Loss:0.0015363, Val MRR:0.41915, ice0003 +2023-05-18 13:06:52,752 - ice0003 - [INFO] - [E:90| 700]: Train Loss:0.0015362, Val MRR:0.41915, ice0003 +2023-05-18 13:07:55,551 - ice0003 - [INFO] - [E:90| 800]: Train Loss:0.001536, Val MRR:0.41915, ice0003 +2023-05-18 13:08:58,465 - ice0003 - [INFO] - [E:90| 900]: Train Loss:0.001536, Val MRR:0.41915, ice0003 +2023-05-18 13:09:42,608 - ice0003 - [INFO] - [Epoch:90]: Training Loss:0.001536 + +2023-05-18 13:09:42,820 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 13:09:56,365 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 13:10:09,706 - ice0003 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.4497, Head : 0.3931, Avg : 0.4214 + +2023-05-18 13:10:11,563 - ice0003 - [INFO] - [Epoch 90]: Training Loss: 0.0015362, Valid MRR: 0.4214, + + + +2023-05-18 13:10:12,204 - ice0003 - [INFO] - [E:91| 0]: Train Loss:0.0015249, Val MRR:0.4214, ice0003 +2023-05-18 13:11:14,989 - ice0003 - [INFO] - [E:91| 100]: Train Loss:0.0015342, Val MRR:0.4214, ice0003 +2023-05-18 13:12:17,795 - ice0003 - [INFO] - [E:91| 200]: Train Loss:0.0015342, Val MRR:0.4214, ice0003 +2023-05-18 13:13:20,606 - ice0003 - [INFO] - [E:91| 300]: Train Loss:0.0015344, Val MRR:0.4214, ice0003 +2023-05-18 13:14:23,429 - ice0003 - [INFO] - [E:91| 400]: Train Loss:0.0015346, Val MRR:0.4214, ice0003 +2023-05-18 13:15:26,223 - ice0003 - [INFO] - [E:91| 500]: Train Loss:0.0015351, Val MRR:0.4214, ice0003 +2023-05-18 13:16:29,009 - ice0003 - [INFO] - [E:91| 600]: Train Loss:0.0015352, Val MRR:0.4214, ice0003 +2023-05-18 13:17:31,981 - ice0003 - [INFO] - [E:91| 700]: Train Loss:0.0015354, Val MRR:0.4214, ice0003 +2023-05-18 13:18:34,924 - ice0003 - [INFO] - [E:91| 800]: Train Loss:0.0015357, Val MRR:0.4214, ice0003 +2023-05-18 13:19:37,754 - ice0003 - [INFO] - [E:91| 900]: Train Loss:0.0015358, Val MRR:0.4214, ice0003 +2023-05-18 13:20:21,909 - ice0003 - [INFO] - [Epoch:91]: Training Loss:0.001536 + +2023-05-18 13:20:22,122 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 13:20:35,645 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 13:20:48,970 - ice0003 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.44294, Head : 0.38476, Avg : 0.41385 + +2023-05-18 13:20:48,970 - ice0003 - [INFO] - [Epoch 91]: Training Loss: 0.0015359, Valid MRR: 0.4214, + + + +2023-05-18 13:20:49,609 - ice0003 - [INFO] - [E:92| 0]: Train Loss:0.0015174, Val MRR:0.4214, ice0003 +2023-05-18 13:21:52,506 - ice0003 - [INFO] - [E:92| 100]: Train Loss:0.001531, Val MRR:0.4214, ice0003 +2023-05-18 13:22:55,394 - ice0003 - [INFO] - [E:92| 200]: Train Loss:0.0015336, Val MRR:0.4214, ice0003 +2023-05-18 13:23:58,202 - ice0003 - [INFO] - [E:92| 300]: Train Loss:0.0015342, Val MRR:0.4214, ice0003 +2023-05-18 13:25:01,026 - ice0003 - [INFO] - [E:92| 400]: Train Loss:0.0015342, Val MRR:0.4214, ice0003 +2023-05-18 13:26:03,903 - ice0003 - [INFO] - [E:92| 500]: Train Loss:0.0015342, Val MRR:0.4214, ice0003 +2023-05-18 13:27:06,738 - ice0003 - [INFO] - [E:92| 600]: Train Loss:0.0015344, Val MRR:0.4214, ice0003 +2023-05-18 13:28:09,564 - ice0003 - [INFO] - [E:92| 700]: Train Loss:0.0015345, Val MRR:0.4214, ice0003 +2023-05-18 13:29:12,370 - ice0003 - [INFO] - [E:92| 800]: Train Loss:0.0015345, Val MRR:0.4214, ice0003 +2023-05-18 13:30:15,155 - ice0003 - [INFO] - [E:92| 900]: Train Loss:0.0015346, Val MRR:0.4214, ice0003 +2023-05-18 13:30:59,303 - ice0003 - [INFO] - [Epoch:92]: Training Loss:0.001535 + +2023-05-18 13:30:59,516 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 13:31:13,060 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 13:31:26,394 - ice0003 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.44406, Head : 0.38451, Avg : 0.41428 + +2023-05-18 13:31:26,394 - ice0003 - [INFO] - [Epoch 92]: Training Loss: 0.0015349, Valid MRR: 0.4214, + + + +2023-05-18 13:31:27,029 - ice0003 - [INFO] - [E:93| 0]: Train Loss:0.0015431, Val MRR:0.4214, ice0003 +2023-05-18 13:32:29,802 - ice0003 - [INFO] - [E:93| 100]: Train Loss:0.0015337, Val MRR:0.4214, ice0003 +2023-05-18 13:33:32,620 - ice0003 - [INFO] - [E:93| 200]: Train Loss:0.0015334, Val MRR:0.4214, ice0003 +2023-05-18 13:34:35,487 - ice0003 - [INFO] - [E:93| 300]: Train Loss:0.0015332, Val MRR:0.4214, ice0003 +2023-05-18 13:35:38,376 - ice0003 - [INFO] - [E:93| 400]: Train Loss:0.0015336, Val MRR:0.4214, ice0003 +2023-05-18 13:36:41,260 - ice0003 - [INFO] - [E:93| 500]: Train Loss:0.0015341, Val MRR:0.4214, ice0003 +2023-05-18 13:37:44,121 - ice0003 - [INFO] - [E:93| 600]: Train Loss:0.0015345, Val MRR:0.4214, ice0003 +2023-05-18 13:38:46,970 - ice0003 - [INFO] - [E:93| 700]: Train Loss:0.0015345, Val MRR:0.4214, ice0003 +2023-05-18 13:39:49,857 - ice0003 - [INFO] - [E:93| 800]: Train Loss:0.0015346, Val MRR:0.4214, ice0003 +2023-05-18 13:40:52,713 - ice0003 - [INFO] - [E:93| 900]: Train Loss:0.0015347, Val MRR:0.4214, ice0003 +2023-05-18 13:41:36,891 - ice0003 - [INFO] - [Epoch:93]: Training Loss:0.001535 + +2023-05-18 13:41:37,103 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 13:41:50,638 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 13:42:03,971 - ice0003 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.44716, Head : 0.38791, Avg : 0.41753 + +2023-05-18 13:42:03,971 - ice0003 - [INFO] - [Epoch 93]: Training Loss: 0.0015347, Valid MRR: 0.4214, + + + +2023-05-18 13:42:04,610 - ice0003 - [INFO] - [E:94| 0]: Train Loss:0.0015496, Val MRR:0.4214, ice0003 +2023-05-18 13:43:07,505 - ice0003 - [INFO] - [E:94| 100]: Train Loss:0.0015339, Val MRR:0.4214, ice0003 +2023-05-18 13:44:10,339 - ice0003 - [INFO] - [E:94| 200]: Train Loss:0.0015332, Val MRR:0.4214, ice0003 +2023-05-18 13:45:13,141 - ice0003 - [INFO] - [E:94| 300]: Train Loss:0.0015334, Val MRR:0.4214, ice0003 +2023-05-18 13:46:15,977 - ice0003 - [INFO] - [E:94| 400]: Train Loss:0.0015335, Val MRR:0.4214, ice0003 +2023-05-18 13:47:18,773 - ice0003 - [INFO] - [E:94| 500]: Train Loss:0.001533, Val MRR:0.4214, ice0003 +2023-05-18 13:48:21,531 - ice0003 - [INFO] - [E:94| 600]: Train Loss:0.0015331, Val MRR:0.4214, ice0003 +2023-05-18 13:49:24,330 - ice0003 - [INFO] - [E:94| 700]: Train Loss:0.0015333, Val MRR:0.4214, ice0003 +2023-05-18 13:50:27,124 - ice0003 - [INFO] - [E:94| 800]: Train Loss:0.0015334, Val MRR:0.4214, ice0003 +2023-05-18 13:51:29,948 - ice0003 - [INFO] - [E:94| 900]: Train Loss:0.0015336, Val MRR:0.4214, ice0003 +2023-05-18 13:52:14,213 - ice0003 - [INFO] - [Epoch:94]: Training Loss:0.001534 + +2023-05-18 13:52:14,426 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 13:52:27,985 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 13:52:41,328 - ice0003 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.44615, Head : 0.38903, Avg : 0.41759 + +2023-05-18 13:52:41,328 - ice0003 - [INFO] - [Epoch 94]: Training Loss: 0.0015338, Valid MRR: 0.4214, + + + +2023-05-18 13:52:41,965 - ice0003 - [INFO] - [E:95| 0]: Train Loss:0.0015434, Val MRR:0.4214, ice0003 +2023-05-18 13:53:44,868 - ice0003 - [INFO] - [E:95| 100]: Train Loss:0.0015325, Val MRR:0.4214, ice0003 +2023-05-18 13:54:47,700 - ice0003 - [INFO] - [E:95| 200]: Train Loss:0.0015331, Val MRR:0.4214, ice0003 +2023-05-18 13:55:50,515 - ice0003 - [INFO] - [E:95| 300]: Train Loss:0.0015329, Val MRR:0.4214, ice0003 +2023-05-18 13:56:53,329 - ice0003 - [INFO] - [E:95| 400]: Train Loss:0.0015327, Val MRR:0.4214, ice0003 +2023-05-18 13:57:56,284 - ice0003 - [INFO] - [E:95| 500]: Train Loss:0.0015327, Val MRR:0.4214, ice0003 +2023-05-18 13:58:59,249 - ice0003 - [INFO] - [E:95| 600]: Train Loss:0.0015329, Val MRR:0.4214, ice0003 +2023-05-18 14:00:02,182 - ice0003 - [INFO] - [E:95| 700]: Train Loss:0.0015331, Val MRR:0.4214, ice0003 +2023-05-18 14:01:05,094 - ice0003 - [INFO] - [E:95| 800]: Train Loss:0.0015332, Val MRR:0.4214, ice0003 +2023-05-18 14:02:07,890 - ice0003 - [INFO] - [E:95| 900]: Train Loss:0.0015332, Val MRR:0.4214, ice0003 +2023-05-18 14:02:52,060 - ice0003 - [INFO] - [Epoch:95]: Training Loss:0.001533 + +2023-05-18 14:02:52,272 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 14:03:05,806 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 14:03:19,127 - ice0003 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.44178, Head : 0.3831, Avg : 0.41244 + +2023-05-18 14:03:19,127 - ice0003 - [INFO] - [Epoch 95]: Training Loss: 0.0015333, Valid MRR: 0.4214, + + + +2023-05-18 14:03:19,768 - ice0003 - [INFO] - [E:96| 0]: Train Loss:0.0015371, Val MRR:0.4214, ice0003 +2023-05-18 14:04:22,630 - ice0003 - [INFO] - [E:96| 100]: Train Loss:0.0015316, Val MRR:0.4214, ice0003 +2023-05-18 14:05:25,533 - ice0003 - [INFO] - [E:96| 200]: Train Loss:0.0015322, Val MRR:0.4214, ice0003 +2023-05-18 14:06:28,435 - ice0003 - [INFO] - [E:96| 300]: Train Loss:0.0015321, Val MRR:0.4214, ice0003 +2023-05-18 14:07:31,348 - ice0003 - [INFO] - [E:96| 400]: Train Loss:0.0015321, Val MRR:0.4214, ice0003 +2023-05-18 14:08:34,275 - ice0003 - [INFO] - [E:96| 500]: Train Loss:0.0015325, Val MRR:0.4214, ice0003 +2023-05-18 14:09:37,270 - ice0003 - [INFO] - [E:96| 600]: Train Loss:0.0015323, Val MRR:0.4214, ice0003 +2023-05-18 14:10:40,086 - ice0003 - [INFO] - [E:96| 700]: Train Loss:0.0015322, Val MRR:0.4214, ice0003 +2023-05-18 14:11:42,919 - ice0003 - [INFO] - [E:96| 800]: Train Loss:0.0015324, Val MRR:0.4214, ice0003 +2023-05-18 14:12:45,715 - ice0003 - [INFO] - [E:96| 900]: Train Loss:0.0015326, Val MRR:0.4214, ice0003 +2023-05-18 14:13:29,891 - ice0003 - [INFO] - [Epoch:96]: Training Loss:0.001533 + +2023-05-18 14:13:30,103 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 14:13:43,642 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 14:13:56,976 - ice0003 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.44745, Head : 0.38562, Avg : 0.41653 + +2023-05-18 14:13:56,976 - ice0003 - [INFO] - [Epoch 96]: Training Loss: 0.0015327, Valid MRR: 0.4214, + + + +2023-05-18 14:13:57,613 - ice0003 - [INFO] - [E:97| 0]: Train Loss:0.001523, Val MRR:0.4214, ice0003 +2023-05-18 14:15:00,445 - ice0003 - [INFO] - [E:97| 100]: Train Loss:0.0015315, Val MRR:0.4214, ice0003 +2023-05-18 14:16:03,369 - ice0003 - [INFO] - [E:97| 200]: Train Loss:0.001531, Val MRR:0.4214, ice0003 +2023-05-18 14:17:06,200 - ice0003 - [INFO] - [E:97| 300]: Train Loss:0.0015314, Val MRR:0.4214, ice0003 +2023-05-18 14:18:09,178 - ice0003 - [INFO] - [E:97| 400]: Train Loss:0.0015311, Val MRR:0.4214, ice0003 +2023-05-18 14:19:12,058 - ice0003 - [INFO] - [E:97| 500]: Train Loss:0.0015314, Val MRR:0.4214, ice0003 +2023-05-18 14:20:14,975 - ice0003 - [INFO] - [E:97| 600]: Train Loss:0.0015312, Val MRR:0.4214, ice0003 +2023-05-18 14:21:17,889 - ice0003 - [INFO] - [E:97| 700]: Train Loss:0.0015313, Val MRR:0.4214, ice0003 +2023-05-18 14:22:20,771 - ice0003 - [INFO] - [E:97| 800]: Train Loss:0.0015316, Val MRR:0.4214, ice0003 +2023-05-18 14:23:23,723 - ice0003 - [INFO] - [E:97| 900]: Train Loss:0.0015318, Val MRR:0.4214, ice0003 +2023-05-18 14:24:07,956 - ice0003 - [INFO] - [Epoch:97]: Training Loss:0.001532 + +2023-05-18 14:24:08,167 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 14:24:21,702 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 14:24:35,031 - ice0003 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.45058, Head : 0.39129, Avg : 0.42094 + +2023-05-18 14:24:35,031 - ice0003 - [INFO] - [Epoch 97]: Training Loss: 0.0015318, Valid MRR: 0.4214, + + + +2023-05-18 14:24:35,673 - ice0003 - [INFO] - [E:98| 0]: Train Loss:0.0015373, Val MRR:0.4214, ice0003 +2023-05-18 14:25:38,585 - ice0003 - [INFO] - [E:98| 100]: Train Loss:0.0015318, Val MRR:0.4214, ice0003 +2023-05-18 14:26:41,581 - ice0003 - [INFO] - [E:98| 200]: Train Loss:0.0015315, Val MRR:0.4214, ice0003 +2023-05-18 14:27:44,481 - ice0003 - [INFO] - [E:98| 300]: Train Loss:0.0015314, Val MRR:0.4214, ice0003 +2023-05-18 14:28:47,429 - ice0003 - [INFO] - [E:98| 400]: Train Loss:0.0015312, Val MRR:0.4214, ice0003 +2023-05-18 14:29:50,471 - ice0003 - [INFO] - [E:98| 500]: Train Loss:0.0015311, Val MRR:0.4214, ice0003 +2023-05-18 14:30:53,446 - ice0003 - [INFO] - [E:98| 600]: Train Loss:0.0015312, Val MRR:0.4214, ice0003 +2023-05-18 14:31:56,391 - ice0003 - [INFO] - [E:98| 700]: Train Loss:0.0015314, Val MRR:0.4214, ice0003 +2023-05-18 14:32:59,352 - ice0003 - [INFO] - [E:98| 800]: Train Loss:0.0015314, Val MRR:0.4214, ice0003 +2023-05-18 14:34:02,278 - ice0003 - [INFO] - [E:98| 900]: Train Loss:0.0015318, Val MRR:0.4214, ice0003 +2023-05-18 14:34:46,571 - ice0003 - [INFO] - [Epoch:98]: Training Loss:0.001532 + +2023-05-18 14:34:46,784 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 14:35:00,321 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 14:35:13,661 - ice0003 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.44358, Head : 0.38674, Avg : 0.41516 + +2023-05-18 14:35:13,661 - ice0003 - [INFO] - [Epoch 98]: Training Loss: 0.0015318, Valid MRR: 0.4214, + + + +2023-05-18 14:35:14,297 - ice0003 - [INFO] - [E:99| 0]: Train Loss:0.0015316, Val MRR:0.4214, ice0003 +2023-05-18 14:36:17,075 - ice0003 - [INFO] - [E:99| 100]: Train Loss:0.0015298, Val MRR:0.4214, ice0003 +2023-05-18 14:37:19,892 - ice0003 - [INFO] - [E:99| 200]: Train Loss:0.0015302, Val MRR:0.4214, ice0003 +2023-05-18 14:38:22,672 - ice0003 - [INFO] - [E:99| 300]: Train Loss:0.0015304, Val MRR:0.4214, ice0003 +2023-05-18 14:39:25,558 - ice0003 - [INFO] - [E:99| 400]: Train Loss:0.0015308, Val MRR:0.4214, ice0003 +2023-05-18 14:40:28,422 - ice0003 - [INFO] - [E:99| 500]: Train Loss:0.0015309, Val MRR:0.4214, ice0003 +2023-05-18 14:41:31,358 - ice0003 - [INFO] - [E:99| 600]: Train Loss:0.0015307, Val MRR:0.4214, ice0003 +2023-05-18 14:42:34,254 - ice0003 - [INFO] - [E:99| 700]: Train Loss:0.0015307, Val MRR:0.4214, ice0003 +2023-05-18 14:43:37,225 - ice0003 - [INFO] - [E:99| 800]: Train Loss:0.0015307, Val MRR:0.4214, ice0003 +2023-05-18 14:44:40,068 - ice0003 - [INFO] - [E:99| 900]: Train Loss:0.001531, Val MRR:0.4214, ice0003 +2023-05-18 14:45:24,224 - ice0003 - [INFO] - [Epoch:99]: Training Loss:0.001531 + +2023-05-18 14:45:24,436 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 14:45:37,980 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 14:45:51,300 - ice0003 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.44186, Head : 0.38614, Avg : 0.414 + MR: Tail : 726.71, Head : 824.92, Avg : 775.81 + Hit-1: Tail : 0.35332, Head : 0.30343, Avg : 0.32838 + Hit-3: Tail : 0.49096, Head : 0.42323, Avg : 0.45709 + Hit-10: Tail : 0.60311, Head : 0.54521, Avg : 0.57416 +2023-05-18 14:45:51,300 - ice0003 - [INFO] - [Epoch 99]: Training Loss: 0.001531, Valid MRR: 0.4214, + + + +2023-05-18 14:45:51,943 - ice0003 - [INFO] - [E:100| 0]: Train Loss:0.0015225, Val MRR:0.4214, ice0003 +2023-05-18 14:46:54,789 - ice0003 - [INFO] - [E:100| 100]: Train Loss:0.0015309, Val MRR:0.4214, ice0003 +2023-05-18 14:47:57,585 - ice0003 - [INFO] - [E:100| 200]: Train Loss:0.0015302, Val MRR:0.4214, ice0003 +2023-05-18 14:49:00,358 - ice0003 - [INFO] - [E:100| 300]: Train Loss:0.0015297, Val MRR:0.4214, ice0003 +2023-05-18 14:50:03,143 - ice0003 - [INFO] - [E:100| 400]: Train Loss:0.0015296, Val MRR:0.4214, ice0003 +2023-05-18 14:51:05,909 - ice0003 - [INFO] - [E:100| 500]: Train Loss:0.0015299, Val MRR:0.4214, ice0003 +2023-05-18 14:52:08,795 - ice0003 - [INFO] - [E:100| 600]: Train Loss:0.0015298, Val MRR:0.4214, ice0003 +2023-05-18 14:53:11,622 - ice0003 - [INFO] - [E:100| 700]: Train Loss:0.0015299, Val MRR:0.4214, ice0003 +2023-05-18 14:54:14,514 - ice0003 - [INFO] - [E:100| 800]: Train Loss:0.0015301, Val MRR:0.4214, ice0003 +2023-05-18 14:55:17,466 - ice0003 - [INFO] - [E:100| 900]: Train Loss:0.0015303, Val MRR:0.4214, ice0003 +2023-05-18 14:56:01,695 - ice0003 - [INFO] - [Epoch:100]: Training Loss:0.00153 + +2023-05-18 14:56:01,907 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 14:56:15,454 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 14:56:28,796 - ice0003 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.44903, Head : 0.39109, Avg : 0.42006 + +2023-05-18 14:56:28,796 - ice0003 - [INFO] - [Epoch 100]: Training Loss: 0.0015305, Valid MRR: 0.4214, + + + +2023-05-18 14:56:29,434 - ice0003 - [INFO] - [E:101| 0]: Train Loss:0.0015516, Val MRR:0.4214, ice0003 +2023-05-18 14:57:32,316 - ice0003 - [INFO] - [E:101| 100]: Train Loss:0.0015284, Val MRR:0.4214, ice0003 +2023-05-18 14:58:35,167 - ice0003 - [INFO] - [E:101| 200]: Train Loss:0.0015295, Val MRR:0.4214, ice0003 +2023-05-18 14:59:37,941 - ice0003 - [INFO] - [E:101| 300]: Train Loss:0.0015296, Val MRR:0.4214, ice0003 +2023-05-18 15:00:40,823 - ice0003 - [INFO] - [E:101| 400]: Train Loss:0.0015294, Val MRR:0.4214, ice0003 +2023-05-18 15:01:43,726 - ice0003 - [INFO] - [E:101| 500]: Train Loss:0.0015294, Val MRR:0.4214, ice0003 +2023-05-18 15:02:46,522 - ice0003 - [INFO] - [E:101| 600]: Train Loss:0.0015296, Val MRR:0.4214, ice0003 +2023-05-18 15:03:49,335 - ice0003 - [INFO] - [E:101| 700]: Train Loss:0.0015294, Val MRR:0.4214, ice0003 +2023-05-18 15:04:52,147 - ice0003 - [INFO] - [E:101| 800]: Train Loss:0.0015296, Val MRR:0.4214, ice0003 +2023-05-18 15:05:54,943 - ice0003 - [INFO] - [E:101| 900]: Train Loss:0.0015297, Val MRR:0.4214, ice0003 +2023-05-18 15:06:39,092 - ice0003 - [INFO] - [Epoch:101]: Training Loss:0.00153 + +2023-05-18 15:06:39,304 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 15:06:52,841 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 15:07:06,164 - ice0003 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.44612, Head : 0.38887, Avg : 0.41749 + +2023-05-18 15:07:06,164 - ice0003 - [INFO] - [Epoch 101]: Training Loss: 0.0015298, Valid MRR: 0.4214, + + + +2023-05-18 15:07:06,805 - ice0003 - [INFO] - [E:102| 0]: Train Loss:0.0015344, Val MRR:0.4214, ice0003 +2023-05-18 15:08:09,595 - ice0003 - [INFO] - [E:102| 100]: Train Loss:0.0015285, Val MRR:0.4214, ice0003 +2023-05-18 15:09:12,509 - ice0003 - [INFO] - [E:102| 200]: Train Loss:0.0015284, Val MRR:0.4214, ice0003 +2023-05-18 15:10:15,324 - ice0003 - [INFO] - [E:102| 300]: Train Loss:0.0015283, Val MRR:0.4214, ice0003 +2023-05-18 15:11:18,100 - ice0003 - [INFO] - [E:102| 400]: Train Loss:0.0015285, Val MRR:0.4214, ice0003 +2023-05-18 15:12:20,891 - ice0003 - [INFO] - [E:102| 500]: Train Loss:0.0015291, Val MRR:0.4214, ice0003 +2023-05-18 15:13:23,737 - ice0003 - [INFO] - [E:102| 600]: Train Loss:0.0015292, Val MRR:0.4214, ice0003 +2023-05-18 15:14:26,538 - ice0003 - [INFO] - [E:102| 700]: Train Loss:0.0015293, Val MRR:0.4214, ice0003 +2023-05-18 15:15:29,386 - ice0003 - [INFO] - [E:102| 800]: Train Loss:0.0015294, Val MRR:0.4214, ice0003 +2023-05-18 15:16:32,217 - ice0003 - [INFO] - [E:102| 900]: Train Loss:0.0015296, Val MRR:0.4214, ice0003 +2023-05-18 15:17:16,425 - ice0003 - [INFO] - [Epoch:102]: Training Loss:0.00153 + +2023-05-18 15:17:16,638 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 15:17:30,235 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 15:17:43,598 - ice0003 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.45122, Head : 0.39279, Avg : 0.42201 + +2023-05-18 15:17:45,738 - ice0003 - [INFO] - [Epoch 102]: Training Loss: 0.0015297, Valid MRR: 0.42201, + + + +2023-05-18 15:17:46,378 - ice0003 - [INFO] - [E:103| 0]: Train Loss:0.0015304, Val MRR:0.42201, ice0003 +2023-05-18 15:18:49,279 - ice0003 - [INFO] - [E:103| 100]: Train Loss:0.0015278, Val MRR:0.42201, ice0003 +2023-05-18 15:19:52,205 - ice0003 - [INFO] - [E:103| 200]: Train Loss:0.0015281, Val MRR:0.42201, ice0003 +2023-05-18 15:20:55,017 - ice0003 - [INFO] - [E:103| 300]: Train Loss:0.0015281, Val MRR:0.42201, ice0003 +2023-05-18 15:21:57,826 - ice0003 - [INFO] - [E:103| 400]: Train Loss:0.0015285, Val MRR:0.42201, ice0003 +2023-05-18 15:23:00,706 - ice0003 - [INFO] - [E:103| 500]: Train Loss:0.0015288, Val MRR:0.42201, ice0003 +2023-05-18 15:24:03,689 - ice0003 - [INFO] - [E:103| 600]: Train Loss:0.001529, Val MRR:0.42201, ice0003 +2023-05-18 15:25:06,649 - ice0003 - [INFO] - [E:103| 700]: Train Loss:0.0015289, Val MRR:0.42201, ice0003 +2023-05-18 15:26:09,541 - ice0003 - [INFO] - [E:103| 800]: Train Loss:0.0015293, Val MRR:0.42201, ice0003 +2023-05-18 15:27:12,450 - ice0003 - [INFO] - [E:103| 900]: Train Loss:0.0015292, Val MRR:0.42201, ice0003 +2023-05-18 15:27:56,698 - ice0003 - [INFO] - [Epoch:103]: Training Loss:0.001529 + +2023-05-18 15:27:56,911 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 15:28:10,462 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 15:28:23,821 - ice0003 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.44901, Head : 0.38977, Avg : 0.41939 + +2023-05-18 15:28:23,822 - ice0003 - [INFO] - [Epoch 103]: Training Loss: 0.0015293, Valid MRR: 0.42201, + + + +2023-05-18 15:28:24,460 - ice0003 - [INFO] - [E:104| 0]: Train Loss:0.0015287, Val MRR:0.42201, ice0003 +2023-05-18 15:29:27,404 - ice0003 - [INFO] - [E:104| 100]: Train Loss:0.0015281, Val MRR:0.42201, ice0003 +2023-05-18 15:30:30,338 - ice0003 - [INFO] - [E:104| 200]: Train Loss:0.0015273, Val MRR:0.42201, ice0003 +2023-05-18 15:31:33,281 - ice0003 - [INFO] - [E:104| 300]: Train Loss:0.0015276, Val MRR:0.42201, ice0003 +2023-05-18 15:32:36,146 - ice0003 - [INFO] - [E:104| 400]: Train Loss:0.0015276, Val MRR:0.42201, ice0003 +2023-05-18 15:33:39,085 - ice0003 - [INFO] - [E:104| 500]: Train Loss:0.0015277, Val MRR:0.42201, ice0003 +2023-05-18 15:34:42,043 - ice0003 - [INFO] - [E:104| 600]: Train Loss:0.0015282, Val MRR:0.42201, ice0003 +2023-05-18 15:35:44,912 - ice0003 - [INFO] - [E:104| 700]: Train Loss:0.0015285, Val MRR:0.42201, ice0003 +2023-05-18 15:36:47,744 - ice0003 - [INFO] - [E:104| 800]: Train Loss:0.0015287, Val MRR:0.42201, ice0003 +2023-05-18 15:37:50,584 - ice0003 - [INFO] - [E:104| 900]: Train Loss:0.0015288, Val MRR:0.42201, ice0003 +2023-05-18 15:38:34,759 - ice0003 - [INFO] - [Epoch:104]: Training Loss:0.001529 + +2023-05-18 15:38:34,970 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 15:38:48,528 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 15:39:01,868 - ice0003 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.44954, Head : 0.39246, Avg : 0.421 + +2023-05-18 15:39:01,868 - ice0003 - [INFO] - [Epoch 104]: Training Loss: 0.0015288, Valid MRR: 0.42201, + + + +2023-05-18 15:39:02,503 - ice0003 - [INFO] - [E:105| 0]: Train Loss:0.0015219, Val MRR:0.42201, ice0003 +2023-05-18 15:40:05,309 - ice0003 - [INFO] - [E:105| 100]: Train Loss:0.0015269, Val MRR:0.42201, ice0003 +2023-05-18 15:41:08,204 - ice0003 - [INFO] - [E:105| 200]: Train Loss:0.0015276, Val MRR:0.42201, ice0003 +2023-05-18 15:42:11,060 - ice0003 - [INFO] - [E:105| 300]: Train Loss:0.0015275, Val MRR:0.42201, ice0003 +2023-05-18 15:43:13,840 - ice0003 - [INFO] - [E:105| 400]: Train Loss:0.0015277, Val MRR:0.42201, ice0003 +2023-05-18 15:44:16,801 - ice0003 - [INFO] - [E:105| 500]: Train Loss:0.0015278, Val MRR:0.42201, ice0003 +2023-05-18 15:45:19,727 - ice0003 - [INFO] - [E:105| 600]: Train Loss:0.0015278, Val MRR:0.42201, ice0003 +2023-05-18 15:46:22,683 - ice0003 - [INFO] - [E:105| 700]: Train Loss:0.0015278, Val MRR:0.42201, ice0003 +2023-05-18 15:47:25,596 - ice0003 - [INFO] - [E:105| 800]: Train Loss:0.0015278, Val MRR:0.42201, ice0003 +2023-05-18 15:48:28,486 - ice0003 - [INFO] - [E:105| 900]: Train Loss:0.0015282, Val MRR:0.42201, ice0003 +2023-05-18 15:49:12,720 - ice0003 - [INFO] - [Epoch:105]: Training Loss:0.001528 + +2023-05-18 15:49:12,932 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 15:49:26,476 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 15:49:39,803 - ice0003 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.44737, Head : 0.3911, Avg : 0.41924 + +2023-05-18 15:49:39,803 - ice0003 - [INFO] - [Epoch 105]: Training Loss: 0.0015282, Valid MRR: 0.42201, + + + +2023-05-18 15:49:40,443 - ice0003 - [INFO] - [E:106| 0]: Train Loss:0.0015255, Val MRR:0.42201, ice0003 +2023-05-18 15:50:43,359 - ice0003 - [INFO] - [E:106| 100]: Train Loss:0.0015266, Val MRR:0.42201, ice0003 +2023-05-18 15:51:46,279 - ice0003 - [INFO] - [E:106| 200]: Train Loss:0.0015274, Val MRR:0.42201, ice0003 +2023-05-18 15:52:49,264 - ice0003 - [INFO] - [E:106| 300]: Train Loss:0.0015275, Val MRR:0.42201, ice0003 +2023-05-18 15:53:52,236 - ice0003 - [INFO] - [E:106| 400]: Train Loss:0.001528, Val MRR:0.42201, ice0003 +2023-05-18 15:54:55,153 - ice0003 - [INFO] - [E:106| 500]: Train Loss:0.0015276, Val MRR:0.42201, ice0003 +2023-05-18 15:55:58,078 - ice0003 - [INFO] - [E:106| 600]: Train Loss:0.0015277, Val MRR:0.42201, ice0003 +2023-05-18 15:57:00,961 - ice0003 - [INFO] - [E:106| 700]: Train Loss:0.0015275, Val MRR:0.42201, ice0003 +2023-05-18 15:58:03,830 - ice0003 - [INFO] - [E:106| 800]: Train Loss:0.0015277, Val MRR:0.42201, ice0003 +2023-05-18 15:59:06,757 - ice0003 - [INFO] - [E:106| 900]: Train Loss:0.0015277, Val MRR:0.42201, ice0003 +2023-05-18 15:59:50,976 - ice0003 - [INFO] - [Epoch:106]: Training Loss:0.001528 + +2023-05-18 15:59:51,188 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 16:00:04,726 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 16:00:18,062 - ice0003 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.44876, Head : 0.39025, Avg : 0.4195 + +2023-05-18 16:00:18,062 - ice0003 - [INFO] - [Epoch 106]: Training Loss: 0.0015278, Valid MRR: 0.42201, + + + +2023-05-18 16:00:18,700 - ice0003 - [INFO] - [E:107| 0]: Train Loss:0.0015547, Val MRR:0.42201, ice0003 +2023-05-18 16:01:21,657 - ice0003 - [INFO] - [E:107| 100]: Train Loss:0.0015252, Val MRR:0.42201, ice0003 +2023-05-18 16:02:24,457 - ice0003 - [INFO] - [E:107| 200]: Train Loss:0.001526, Val MRR:0.42201, ice0003 +2023-05-18 16:03:27,300 - ice0003 - [INFO] - [E:107| 300]: Train Loss:0.0015262, Val MRR:0.42201, ice0003 +2023-05-18 16:04:30,099 - ice0003 - [INFO] - [E:107| 400]: Train Loss:0.0015263, Val MRR:0.42201, ice0003 +2023-05-18 16:05:32,918 - ice0003 - [INFO] - [E:107| 500]: Train Loss:0.0015267, Val MRR:0.42201, ice0003 +2023-05-18 16:06:35,746 - ice0003 - [INFO] - [E:107| 600]: Train Loss:0.0015268, Val MRR:0.42201, ice0003 +2023-05-18 16:07:38,536 - ice0003 - [INFO] - [E:107| 700]: Train Loss:0.0015268, Val MRR:0.42201, ice0003 +2023-05-18 16:08:41,346 - ice0003 - [INFO] - [E:107| 800]: Train Loss:0.001527, Val MRR:0.42201, ice0003 +2023-05-18 16:09:44,248 - ice0003 - [INFO] - [E:107| 900]: Train Loss:0.0015271, Val MRR:0.42201, ice0003 +2023-05-18 16:10:28,460 - ice0003 - [INFO] - [Epoch:107]: Training Loss:0.001527 + +2023-05-18 16:10:28,672 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 16:10:42,218 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 16:10:55,539 - ice0003 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.44641, Head : 0.38971, Avg : 0.41806 + +2023-05-18 16:10:55,539 - ice0003 - [INFO] - [Epoch 107]: Training Loss: 0.0015272, Valid MRR: 0.42201, + + + +2023-05-18 16:10:56,176 - ice0003 - [INFO] - [E:108| 0]: Train Loss:0.0015267, Val MRR:0.42201, ice0003 +2023-05-18 16:11:58,983 - ice0003 - [INFO] - [E:108| 100]: Train Loss:0.001526, Val MRR:0.42201, ice0003 +2023-05-18 16:13:01,833 - ice0003 - [INFO] - [E:108| 200]: Train Loss:0.0015254, Val MRR:0.42201, ice0003 +2023-05-18 16:14:04,756 - ice0003 - [INFO] - [E:108| 300]: Train Loss:0.0015262, Val MRR:0.42201, ice0003 +2023-05-18 16:15:07,658 - ice0003 - [INFO] - [E:108| 400]: Train Loss:0.0015264, Val MRR:0.42201, ice0003 +2023-05-18 16:16:10,603 - ice0003 - [INFO] - [E:108| 500]: Train Loss:0.0015264, Val MRR:0.42201, ice0003 +2023-05-18 16:17:13,560 - ice0003 - [INFO] - [E:108| 600]: Train Loss:0.0015263, Val MRR:0.42201, ice0003 +2023-05-18 16:18:16,602 - ice0003 - [INFO] - [E:108| 700]: Train Loss:0.0015265, Val MRR:0.42201, ice0003 +2023-05-18 16:19:19,471 - ice0003 - [INFO] - [E:108| 800]: Train Loss:0.0015264, Val MRR:0.42201, ice0003 +2023-05-18 16:20:22,340 - ice0003 - [INFO] - [E:108| 900]: Train Loss:0.0015266, Val MRR:0.42201, ice0003 +2023-05-18 16:21:06,565 - ice0003 - [INFO] - [Epoch:108]: Training Loss:0.001527 + +2023-05-18 16:21:06,777 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 16:21:20,337 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 16:21:33,658 - ice0003 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.4476, Head : 0.39058, Avg : 0.41909 + +2023-05-18 16:21:33,659 - ice0003 - [INFO] - [Epoch 108]: Training Loss: 0.0015266, Valid MRR: 0.42201, + + + +2023-05-18 16:21:34,299 - ice0003 - [INFO] - [E:109| 0]: Train Loss:0.0015264, Val MRR:0.42201, ice0003 +2023-05-18 16:22:37,146 - ice0003 - [INFO] - [E:109| 100]: Train Loss:0.0015253, Val MRR:0.42201, ice0003 +2023-05-18 16:23:40,095 - ice0003 - [INFO] - [E:109| 200]: Train Loss:0.0015245, Val MRR:0.42201, ice0003 +2023-05-18 16:24:43,000 - ice0003 - [INFO] - [E:109| 300]: Train Loss:0.0015258, Val MRR:0.42201, ice0003 +2023-05-18 16:25:45,849 - ice0003 - [INFO] - [E:109| 400]: Train Loss:0.0015258, Val MRR:0.42201, ice0003 +2023-05-18 16:26:48,777 - ice0003 - [INFO] - [E:109| 500]: Train Loss:0.0015262, Val MRR:0.42201, ice0003 +2023-05-18 16:27:51,635 - ice0003 - [INFO] - [E:109| 600]: Train Loss:0.0015261, Val MRR:0.42201, ice0003 +2023-05-18 16:28:54,490 - ice0003 - [INFO] - [E:109| 700]: Train Loss:0.0015263, Val MRR:0.42201, ice0003 +2023-05-18 16:29:57,315 - ice0003 - [INFO] - [E:109| 800]: Train Loss:0.0015265, Val MRR:0.42201, ice0003 +2023-05-18 16:31:00,112 - ice0003 - [INFO] - [E:109| 900]: Train Loss:0.0015266, Val MRR:0.42201, ice0003 +2023-05-18 16:31:44,256 - ice0003 - [INFO] - [Epoch:109]: Training Loss:0.001527 + +2023-05-18 16:31:44,468 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 16:31:58,007 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 16:32:11,337 - ice0003 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.44727, Head : 0.38758, Avg : 0.41743 + MR: Tail : 719.74, Head : 805.27, Avg : 762.51 + Hit-1: Tail : 0.36109, Head : 0.30271, Avg : 0.3319 + Hit-3: Tail : 0.49144, Head : 0.42639, Avg : 0.45891 + Hit-10: Tail : 0.611, Head : 0.55395, Avg : 0.58247 +2023-05-18 16:32:11,337 - ice0003 - [INFO] - [Epoch 109]: Training Loss: 0.0015268, Valid MRR: 0.42201, + + + +2023-05-18 16:32:11,979 - ice0003 - [INFO] - [E:110| 0]: Train Loss:0.0015204, Val MRR:0.42201, ice0003 +2023-05-18 16:33:14,958 - ice0003 - [INFO] - [E:110| 100]: Train Loss:0.0015236, Val MRR:0.42201, ice0003 +2023-05-18 16:34:17,871 - ice0003 - [INFO] - [E:110| 200]: Train Loss:0.0015242, Val MRR:0.42201, ice0003 +2023-05-18 16:35:20,833 - ice0003 - [INFO] - [E:110| 300]: Train Loss:0.0015242, Val MRR:0.42201, ice0003 +2023-05-18 16:36:23,771 - ice0003 - [INFO] - [E:110| 400]: Train Loss:0.0015248, Val MRR:0.42201, ice0003 +2023-05-18 16:37:26,711 - ice0003 - [INFO] - [E:110| 500]: Train Loss:0.001525, Val MRR:0.42201, ice0003 +2023-05-18 16:38:29,653 - ice0003 - [INFO] - [E:110| 600]: Train Loss:0.0015252, Val MRR:0.42201, ice0003 +2023-05-18 16:39:32,577 - ice0003 - [INFO] - [E:110| 700]: Train Loss:0.0015253, Val MRR:0.42201, ice0003 +2023-05-18 16:40:35,531 - ice0003 - [INFO] - [E:110| 800]: Train Loss:0.0015256, Val MRR:0.42201, ice0003 +2023-05-18 16:41:38,421 - ice0003 - [INFO] - [E:110| 900]: Train Loss:0.001526, Val MRR:0.42201, ice0003 +2023-05-18 16:42:22,641 - ice0003 - [INFO] - [Epoch:110]: Training Loss:0.001526 + +2023-05-18 16:42:22,854 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 16:42:36,414 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 16:42:49,749 - ice0003 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.45143, Head : 0.39132, Avg : 0.42137 + +2023-05-18 16:42:49,749 - ice0003 - [INFO] - [Epoch 110]: Training Loss: 0.001526, Valid MRR: 0.42201, + + + +2023-05-18 16:42:50,391 - ice0003 - [INFO] - [E:111| 0]: Train Loss:0.0015165, Val MRR:0.42201, ice0003 +2023-05-18 16:43:53,434 - ice0003 - [INFO] - [E:111| 100]: Train Loss:0.0015256, Val MRR:0.42201, ice0003 +2023-05-18 16:44:56,388 - ice0003 - [INFO] - [E:111| 200]: Train Loss:0.0015257, Val MRR:0.42201, ice0003 +2023-05-18 16:45:59,336 - ice0003 - [INFO] - [E:111| 300]: Train Loss:0.001526, Val MRR:0.42201, ice0003 +2023-05-18 16:47:02,280 - ice0003 - [INFO] - [E:111| 400]: Train Loss:0.0015257, Val MRR:0.42201, ice0003 +2023-05-18 16:48:05,167 - ice0003 - [INFO] - [E:111| 500]: Train Loss:0.0015258, Val MRR:0.42201, ice0003 +2023-05-18 16:49:08,105 - ice0003 - [INFO] - [E:111| 600]: Train Loss:0.0015256, Val MRR:0.42201, ice0003 +2023-05-18 16:50:11,041 - ice0003 - [INFO] - [E:111| 700]: Train Loss:0.0015256, Val MRR:0.42201, ice0003 +2023-05-18 16:51:13,992 - ice0003 - [INFO] - [E:111| 800]: Train Loss:0.0015256, Val MRR:0.42201, ice0003 +2023-05-18 16:52:16,880 - ice0003 - [INFO] - [E:111| 900]: Train Loss:0.0015257, Val MRR:0.42201, ice0003 +2023-05-18 16:53:01,157 - ice0003 - [INFO] - [Epoch:111]: Training Loss:0.001526 + +2023-05-18 16:53:01,370 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 16:53:14,902 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 16:53:28,230 - ice0003 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.45134, Head : 0.39188, Avg : 0.42161 + +2023-05-18 16:53:28,230 - ice0003 - [INFO] - [Epoch 111]: Training Loss: 0.0015258, Valid MRR: 0.42201, + + + +2023-05-18 16:53:28,865 - ice0003 - [INFO] - [E:112| 0]: Train Loss:0.0015129, Val MRR:0.42201, ice0003 +2023-05-18 16:54:31,695 - ice0003 - [INFO] - [E:112| 100]: Train Loss:0.0015249, Val MRR:0.42201, ice0003 +2023-05-18 16:55:34,583 - ice0003 - [INFO] - [E:112| 200]: Train Loss:0.0015242, Val MRR:0.42201, ice0003 +2023-05-18 16:56:37,522 - ice0003 - [INFO] - [E:112| 300]: Train Loss:0.0015249, Val MRR:0.42201, ice0003 +2023-05-18 16:57:40,452 - ice0003 - [INFO] - [E:112| 400]: Train Loss:0.0015255, Val MRR:0.42201, ice0003 +2023-05-18 16:58:43,390 - ice0003 - [INFO] - [E:112| 500]: Train Loss:0.0015253, Val MRR:0.42201, ice0003 +2023-05-18 16:59:46,291 - ice0003 - [INFO] - [E:112| 600]: Train Loss:0.0015253, Val MRR:0.42201, ice0003 +2023-05-18 17:00:49,097 - ice0003 - [INFO] - [E:112| 700]: Train Loss:0.0015252, Val MRR:0.42201, ice0003 +2023-05-18 17:01:52,104 - ice0003 - [INFO] - [E:112| 800]: Train Loss:0.0015251, Val MRR:0.42201, ice0003 +2023-05-18 17:02:55,047 - ice0003 - [INFO] - [E:112| 900]: Train Loss:0.0015254, Val MRR:0.42201, ice0003 +2023-05-18 17:03:39,308 - ice0003 - [INFO] - [Epoch:112]: Training Loss:0.001525 + +2023-05-18 17:03:39,520 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 17:03:53,085 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 17:04:06,422 - ice0003 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.44912, Head : 0.38664, Avg : 0.41788 + +2023-05-18 17:04:06,422 - ice0003 - [INFO] - [Epoch 112]: Training Loss: 0.0015254, Valid MRR: 0.42201, + + + +2023-05-18 17:04:07,064 - ice0003 - [INFO] - [E:113| 0]: Train Loss:0.001528, Val MRR:0.42201, ice0003 +2023-05-18 17:05:10,010 - ice0003 - [INFO] - [E:113| 100]: Train Loss:0.0015247, Val MRR:0.42201, ice0003 +2023-05-18 17:06:13,030 - ice0003 - [INFO] - [E:113| 200]: Train Loss:0.0015241, Val MRR:0.42201, ice0003 +2023-05-18 17:07:16,094 - ice0003 - [INFO] - [E:113| 300]: Train Loss:0.0015242, Val MRR:0.42201, ice0003 +2023-05-18 17:08:19,010 - ice0003 - [INFO] - [E:113| 400]: Train Loss:0.0015248, Val MRR:0.42201, ice0003 +2023-05-18 17:09:21,954 - ice0003 - [INFO] - [E:113| 500]: Train Loss:0.0015248, Val MRR:0.42201, ice0003 +2023-05-18 17:10:24,871 - ice0003 - [INFO] - [E:113| 600]: Train Loss:0.0015249, Val MRR:0.42201, ice0003 +2023-05-18 17:11:27,823 - ice0003 - [INFO] - [E:113| 700]: Train Loss:0.0015252, Val MRR:0.42201, ice0003 +2023-05-18 17:12:30,771 - ice0003 - [INFO] - [E:113| 800]: Train Loss:0.0015253, Val MRR:0.42201, ice0003 +2023-05-18 17:13:33,722 - ice0003 - [INFO] - [E:113| 900]: Train Loss:0.0015253, Val MRR:0.42201, ice0003 +2023-05-18 17:14:17,972 - ice0003 - [INFO] - [Epoch:113]: Training Loss:0.001525 + +2023-05-18 17:14:18,185 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 17:14:31,725 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 17:14:45,060 - ice0003 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.44847, Head : 0.39401, Avg : 0.42124 + +2023-05-18 17:14:45,060 - ice0003 - [INFO] - [Epoch 113]: Training Loss: 0.0015253, Valid MRR: 0.42201, + + + +2023-05-18 17:14:45,698 - ice0003 - [INFO] - [E:114| 0]: Train Loss:0.001529, Val MRR:0.42201, ice0003 +2023-05-18 17:15:48,605 - ice0003 - [INFO] - [E:114| 100]: Train Loss:0.0015259, Val MRR:0.42201, ice0003 +2023-05-18 17:16:51,539 - ice0003 - [INFO] - [E:114| 200]: Train Loss:0.0015246, Val MRR:0.42201, ice0003 +2023-05-18 17:17:54,491 - ice0003 - [INFO] - [E:114| 300]: Train Loss:0.0015248, Val MRR:0.42201, ice0003 +2023-05-18 17:18:57,415 - ice0003 - [INFO] - [E:114| 400]: Train Loss:0.0015243, Val MRR:0.42201, ice0003 +2023-05-18 17:20:00,217 - ice0003 - [INFO] - [E:114| 500]: Train Loss:0.0015245, Val MRR:0.42201, ice0003 +2023-05-18 17:21:03,000 - ice0003 - [INFO] - [E:114| 600]: Train Loss:0.0015246, Val MRR:0.42201, ice0003 +2023-05-18 17:22:05,915 - ice0003 - [INFO] - [E:114| 700]: Train Loss:0.0015246, Val MRR:0.42201, ice0003 +2023-05-18 17:23:08,813 - ice0003 - [INFO] - [E:114| 800]: Train Loss:0.0015247, Val MRR:0.42201, ice0003 +2023-05-18 17:24:11,636 - ice0003 - [INFO] - [E:114| 900]: Train Loss:0.0015247, Val MRR:0.42201, ice0003 +2023-05-18 17:24:55,774 - ice0003 - [INFO] - [Epoch:114]: Training Loss:0.001525 + +2023-05-18 17:24:55,986 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 17:25:09,538 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 17:25:22,863 - ice0003 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.44641, Head : 0.38978, Avg : 0.41809 + +2023-05-18 17:25:22,863 - ice0003 - [INFO] - [Epoch 114]: Training Loss: 0.0015248, Valid MRR: 0.42201, + + + +2023-05-18 17:25:23,502 - ice0003 - [INFO] - [E:115| 0]: Train Loss:0.0015208, Val MRR:0.42201, ice0003 +2023-05-18 17:26:26,278 - ice0003 - [INFO] - [E:115| 100]: Train Loss:0.0015233, Val MRR:0.42201, ice0003 +2023-05-18 17:27:29,206 - ice0003 - [INFO] - [E:115| 200]: Train Loss:0.0015234, Val MRR:0.42201, ice0003 +2023-05-18 17:28:32,070 - ice0003 - [INFO] - [E:115| 300]: Train Loss:0.0015234, Val MRR:0.42201, ice0003 +2023-05-18 17:29:34,967 - ice0003 - [INFO] - [E:115| 400]: Train Loss:0.0015227, Val MRR:0.42201, ice0003 +2023-05-18 17:30:37,843 - ice0003 - [INFO] - [E:115| 500]: Train Loss:0.0015232, Val MRR:0.42201, ice0003 +2023-05-18 17:31:40,615 - ice0003 - [INFO] - [E:115| 600]: Train Loss:0.0015234, Val MRR:0.42201, ice0003 +2023-05-18 17:32:43,414 - ice0003 - [INFO] - [E:115| 700]: Train Loss:0.0015238, Val MRR:0.42201, ice0003 +2023-05-18 17:33:46,221 - ice0003 - [INFO] - [E:115| 800]: Train Loss:0.0015238, Val MRR:0.42201, ice0003 +2023-05-18 17:34:49,094 - ice0003 - [INFO] - [E:115| 900]: Train Loss:0.0015242, Val MRR:0.42201, ice0003 +2023-05-18 17:35:33,436 - ice0003 - [INFO] - [Epoch:115]: Training Loss:0.001524 + +2023-05-18 17:35:33,649 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 17:35:47,210 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 17:36:00,555 - ice0003 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.44697, Head : 0.39114, Avg : 0.41905 + +2023-05-18 17:36:00,555 - ice0003 - [INFO] - [Epoch 115]: Training Loss: 0.0015242, Valid MRR: 0.42201, + + + +2023-05-18 17:36:01,193 - ice0003 - [INFO] - [E:116| 0]: Train Loss:0.0015229, Val MRR:0.42201, ice0003 +2023-05-18 17:37:04,141 - ice0003 - [INFO] - [E:116| 100]: Train Loss:0.0015235, Val MRR:0.42201, ice0003 +2023-05-18 17:38:07,097 - ice0003 - [INFO] - [E:116| 200]: Train Loss:0.0015227, Val MRR:0.42201, ice0003 +2023-05-18 17:39:10,038 - ice0003 - [INFO] - [E:116| 300]: Train Loss:0.0015229, Val MRR:0.42201, ice0003 +2023-05-18 17:40:12,960 - ice0003 - [INFO] - [E:116| 400]: Train Loss:0.0015231, Val MRR:0.42201, ice0003 +2023-05-18 17:41:15,885 - ice0003 - [INFO] - [E:116| 500]: Train Loss:0.0015238, Val MRR:0.42201, ice0003 +2023-05-18 17:42:18,786 - ice0003 - [INFO] - [E:116| 600]: Train Loss:0.0015236, Val MRR:0.42201, ice0003 +2023-05-18 17:43:21,670 - ice0003 - [INFO] - [E:116| 700]: Train Loss:0.0015237, Val MRR:0.42201, ice0003 +2023-05-18 17:44:24,730 - ice0003 - [INFO] - [E:116| 800]: Train Loss:0.0015239, Val MRR:0.42201, ice0003 +2023-05-18 17:45:27,633 - ice0003 - [INFO] - [E:116| 900]: Train Loss:0.0015241, Val MRR:0.42201, ice0003 +2023-05-18 17:46:11,770 - ice0003 - [INFO] - [Epoch:116]: Training Loss:0.001524 + +2023-05-18 17:46:11,983 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 17:46:25,526 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 17:46:38,850 - ice0003 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.44321, Head : 0.38892, Avg : 0.41606 + +2023-05-18 17:46:38,851 - ice0003 - [INFO] - [Epoch 116]: Training Loss: 0.0015241, Valid MRR: 0.42201, + + + +2023-05-18 17:46:39,486 - ice0003 - [INFO] - [E:117| 0]: Train Loss:0.0015118, Val MRR:0.42201, ice0003 +2023-05-18 17:47:42,299 - ice0003 - [INFO] - [E:117| 100]: Train Loss:0.0015244, Val MRR:0.42201, ice0003 +2023-05-18 17:48:45,143 - ice0003 - [INFO] - [E:117| 200]: Train Loss:0.0015239, Val MRR:0.42201, ice0003 +2023-05-18 17:49:48,075 - ice0003 - [INFO] - [E:117| 300]: Train Loss:0.0015238, Val MRR:0.42201, ice0003 +2023-05-18 17:50:50,907 - ice0003 - [INFO] - [E:117| 400]: Train Loss:0.0015235, Val MRR:0.42201, ice0003 +2023-05-18 17:51:53,690 - ice0003 - [INFO] - [E:117| 500]: Train Loss:0.0015235, Val MRR:0.42201, ice0003 +2023-05-18 17:52:56,564 - ice0003 - [INFO] - [E:117| 600]: Train Loss:0.0015236, Val MRR:0.42201, ice0003 +2023-05-18 17:53:59,419 - ice0003 - [INFO] - [E:117| 700]: Train Loss:0.0015235, Val MRR:0.42201, ice0003 +2023-05-18 17:55:02,356 - ice0003 - [INFO] - [E:117| 800]: Train Loss:0.0015237, Val MRR:0.42201, ice0003 +2023-05-18 17:56:05,296 - ice0003 - [INFO] - [E:117| 900]: Train Loss:0.0015238, Val MRR:0.42201, ice0003 +2023-05-18 17:56:49,504 - ice0003 - [INFO] - [Epoch:117]: Training Loss:0.001524 + +2023-05-18 17:56:49,716 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 17:57:03,256 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 17:57:16,580 - ice0003 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.45088, Head : 0.3923, Avg : 0.42159 + +2023-05-18 17:57:16,580 - ice0003 - [INFO] - [Epoch 117]: Training Loss: 0.0015238, Valid MRR: 0.42201, + + + +2023-05-18 17:57:17,216 - ice0003 - [INFO] - [E:118| 0]: Train Loss:0.0015162, Val MRR:0.42201, ice0003 +2023-05-18 17:58:20,107 - ice0003 - [INFO] - [E:118| 100]: Train Loss:0.0015238, Val MRR:0.42201, ice0003 +2023-05-18 17:59:22,901 - ice0003 - [INFO] - [E:118| 200]: Train Loss:0.0015235, Val MRR:0.42201, ice0003 +2023-05-18 18:00:25,695 - ice0003 - [INFO] - [E:118| 300]: Train Loss:0.001523, Val MRR:0.42201, ice0003 +2023-05-18 18:01:28,614 - ice0003 - [INFO] - [E:118| 400]: Train Loss:0.0015233, Val MRR:0.42201, ice0003 +2023-05-18 18:02:31,476 - ice0003 - [INFO] - [E:118| 500]: Train Loss:0.0015233, Val MRR:0.42201, ice0003 +2023-05-18 18:03:34,292 - ice0003 - [INFO] - [E:118| 600]: Train Loss:0.0015232, Val MRR:0.42201, ice0003 +2023-05-18 18:04:37,181 - ice0003 - [INFO] - [E:118| 700]: Train Loss:0.0015233, Val MRR:0.42201, ice0003 +2023-05-18 18:05:40,005 - ice0003 - [INFO] - [E:118| 800]: Train Loss:0.0015233, Val MRR:0.42201, ice0003 +2023-05-18 18:06:42,870 - ice0003 - [INFO] - [E:118| 900]: Train Loss:0.0015235, Val MRR:0.42201, ice0003 +2023-05-18 18:07:27,087 - ice0003 - [INFO] - [Epoch:118]: Training Loss:0.001524 + +2023-05-18 18:07:27,302 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 18:07:40,869 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 18:07:54,200 - ice0003 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.4502, Head : 0.39185, Avg : 0.42103 + +2023-05-18 18:07:54,201 - ice0003 - [INFO] - [Epoch 118]: Training Loss: 0.0015235, Valid MRR: 0.42201, + + + +2023-05-18 18:07:54,836 - ice0003 - [INFO] - [E:119| 0]: Train Loss:0.0015155, Val MRR:0.42201, ice0003 +2023-05-18 18:08:57,616 - ice0003 - [INFO] - [E:119| 100]: Train Loss:0.001521, Val MRR:0.42201, ice0003 +2023-05-18 18:10:00,592 - ice0003 - [INFO] - [E:119| 200]: Train Loss:0.0015218, Val MRR:0.42201, ice0003 +2023-05-18 18:11:03,551 - ice0003 - [INFO] - [E:119| 300]: Train Loss:0.001522, Val MRR:0.42201, ice0003 +2023-05-18 18:12:06,499 - ice0003 - [INFO] - [E:119| 400]: Train Loss:0.0015221, Val MRR:0.42201, ice0003 +2023-05-18 18:13:09,452 - ice0003 - [INFO] - [E:119| 500]: Train Loss:0.0015225, Val MRR:0.42201, ice0003 +2023-05-18 18:14:12,384 - ice0003 - [INFO] - [E:119| 600]: Train Loss:0.0015228, Val MRR:0.42201, ice0003 +2023-05-18 18:15:15,323 - ice0003 - [INFO] - [E:119| 700]: Train Loss:0.0015227, Val MRR:0.42201, ice0003 +2023-05-18 18:16:18,275 - ice0003 - [INFO] - [E:119| 800]: Train Loss:0.0015229, Val MRR:0.42201, ice0003 +2023-05-18 18:17:21,232 - ice0003 - [INFO] - [E:119| 900]: Train Loss:0.0015228, Val MRR:0.42201, ice0003 +2023-05-18 18:18:05,518 - ice0003 - [INFO] - [Epoch:119]: Training Loss:0.001523 + +2023-05-18 18:18:05,731 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 18:18:19,320 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 18:18:32,707 - ice0003 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.44889, Head : 0.39534, Avg : 0.42212 + MR: Tail : 699.43, Head : 783.18, Avg : 741.3 + Hit-1: Tail : 0.36157, Head : 0.31217, Avg : 0.33687 + Hit-3: Tail : 0.49642, Head : 0.43367, Avg : 0.46504 + Hit-10: Tail : 0.61015, Head : 0.55444, Avg : 0.58229 +2023-05-18 18:18:34,264 - ice0003 - [INFO] - [Epoch 119]: Training Loss: 0.0015228, Valid MRR: 0.42212, + + + +2023-05-18 18:18:34,905 - ice0003 - [INFO] - [E:120| 0]: Train Loss:0.0015368, Val MRR:0.42212, ice0003 +2023-05-18 18:19:37,858 - ice0003 - [INFO] - [E:120| 100]: Train Loss:0.001522, Val MRR:0.42212, ice0003 +2023-05-18 18:20:40,825 - ice0003 - [INFO] - [E:120| 200]: Train Loss:0.0015225, Val MRR:0.42212, ice0003 +2023-05-18 18:21:43,753 - ice0003 - [INFO] - [E:120| 300]: Train Loss:0.0015224, Val MRR:0.42212, ice0003 +2023-05-18 18:22:46,630 - ice0003 - [INFO] - [E:120| 400]: Train Loss:0.0015225, Val MRR:0.42212, ice0003 +2023-05-18 18:23:49,537 - ice0003 - [INFO] - [E:120| 500]: Train Loss:0.0015225, Val MRR:0.42212, ice0003 +2023-05-18 18:24:52,462 - ice0003 - [INFO] - [E:120| 600]: Train Loss:0.0015225, Val MRR:0.42212, ice0003 +2023-05-18 18:25:55,385 - ice0003 - [INFO] - [E:120| 700]: Train Loss:0.0015223, Val MRR:0.42212, ice0003 +2023-05-18 18:26:58,343 - ice0003 - [INFO] - [E:120| 800]: Train Loss:0.0015221, Val MRR:0.42212, ice0003 +2023-05-18 18:28:01,205 - ice0003 - [INFO] - [E:120| 900]: Train Loss:0.0015225, Val MRR:0.42212, ice0003 +2023-05-18 18:28:45,442 - ice0003 - [INFO] - [Epoch:120]: Training Loss:0.001523 + +2023-05-18 18:28:45,655 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 18:28:59,202 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 18:29:12,525 - ice0003 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.45304, Head : 0.39484, Avg : 0.42394 + +2023-05-18 18:29:14,224 - ice0003 - [INFO] - [Epoch 120]: Training Loss: 0.0015225, Valid MRR: 0.42394, + + + +2023-05-18 18:29:14,871 - ice0003 - [INFO] - [E:121| 0]: Train Loss:0.0015243, Val MRR:0.42394, ice0003 +2023-05-18 18:30:17,792 - ice0003 - [INFO] - [E:121| 100]: Train Loss:0.001523, Val MRR:0.42394, ice0003 +2023-05-18 18:31:20,730 - ice0003 - [INFO] - [E:121| 200]: Train Loss:0.0015226, Val MRR:0.42394, ice0003 +2023-05-18 18:32:23,637 - ice0003 - [INFO] - [E:121| 300]: Train Loss:0.0015227, Val MRR:0.42394, ice0003 +2023-05-18 18:33:26,530 - ice0003 - [INFO] - [E:121| 400]: Train Loss:0.0015223, Val MRR:0.42394, ice0003 +2023-05-18 18:34:29,457 - ice0003 - [INFO] - [E:121| 500]: Train Loss:0.0015223, Val MRR:0.42394, ice0003 +2023-05-18 18:35:32,403 - ice0003 - [INFO] - [E:121| 600]: Train Loss:0.0015221, Val MRR:0.42394, ice0003 +2023-05-18 18:36:35,336 - ice0003 - [INFO] - [E:121| 700]: Train Loss:0.0015218, Val MRR:0.42394, ice0003 +2023-05-18 18:37:38,212 - ice0003 - [INFO] - [E:121| 800]: Train Loss:0.0015221, Val MRR:0.42394, ice0003 +2023-05-18 18:38:41,115 - ice0003 - [INFO] - [E:121| 900]: Train Loss:0.0015222, Val MRR:0.42394, ice0003 +2023-05-18 18:39:25,359 - ice0003 - [INFO] - [Epoch:121]: Training Loss:0.001522 + +2023-05-18 18:39:25,570 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 18:39:39,095 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 18:39:52,425 - ice0003 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.45016, Head : 0.39167, Avg : 0.42092 + +2023-05-18 18:39:52,425 - ice0003 - [INFO] - [Epoch 121]: Training Loss: 0.0015224, Valid MRR: 0.42394, + + + +2023-05-18 18:39:53,067 - ice0003 - [INFO] - [E:122| 0]: Train Loss:0.0015211, Val MRR:0.42394, ice0003 +2023-05-18 18:40:55,991 - ice0003 - [INFO] - [E:122| 100]: Train Loss:0.0015207, Val MRR:0.42394, ice0003 +2023-05-18 18:41:58,872 - ice0003 - [INFO] - [E:122| 200]: Train Loss:0.0015216, Val MRR:0.42394, ice0003 +2023-05-18 18:43:01,783 - ice0003 - [INFO] - [E:122| 300]: Train Loss:0.0015217, Val MRR:0.42394, ice0003 +2023-05-18 18:44:04,675 - ice0003 - [INFO] - [E:122| 400]: Train Loss:0.0015213, Val MRR:0.42394, ice0003 +2023-05-18 18:45:07,483 - ice0003 - [INFO] - [E:122| 500]: Train Loss:0.0015213, Val MRR:0.42394, ice0003 +2023-05-18 18:46:10,270 - ice0003 - [INFO] - [E:122| 600]: Train Loss:0.0015216, Val MRR:0.42394, ice0003 +2023-05-18 18:47:13,047 - ice0003 - [INFO] - [E:122| 700]: Train Loss:0.0015217, Val MRR:0.42394, ice0003 +2023-05-18 18:48:15,877 - ice0003 - [INFO] - [E:122| 800]: Train Loss:0.0015218, Val MRR:0.42394, ice0003 +2023-05-18 18:49:18,658 - ice0003 - [INFO] - [E:122| 900]: Train Loss:0.0015219, Val MRR:0.42394, ice0003 +2023-05-18 18:50:02,830 - ice0003 - [INFO] - [Epoch:122]: Training Loss:0.001522 + +2023-05-18 18:50:03,042 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 18:50:16,580 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 18:50:29,906 - ice0003 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.45413, Head : 0.39724, Avg : 0.42568 + +2023-05-18 18:50:31,281 - ice0003 - [INFO] - [Epoch 122]: Training Loss: 0.0015222, Valid MRR: 0.42568, + + + +2023-05-18 18:50:31,918 - ice0003 - [INFO] - [E:123| 0]: Train Loss:0.0015128, Val MRR:0.42568, ice0003 +2023-05-18 18:51:34,820 - ice0003 - [INFO] - [E:123| 100]: Train Loss:0.0015201, Val MRR:0.42568, ice0003 +2023-05-18 18:52:37,662 - ice0003 - [INFO] - [E:123| 200]: Train Loss:0.0015209, Val MRR:0.42568, ice0003 +2023-05-18 18:53:40,503 - ice0003 - [INFO] - [E:123| 300]: Train Loss:0.0015208, Val MRR:0.42568, ice0003 +2023-05-18 18:54:43,266 - ice0003 - [INFO] - [E:123| 400]: Train Loss:0.0015214, Val MRR:0.42568, ice0003 +2023-05-18 18:55:46,032 - ice0003 - [INFO] - [E:123| 500]: Train Loss:0.0015213, Val MRR:0.42568, ice0003 +2023-05-18 18:56:48,818 - ice0003 - [INFO] - [E:123| 600]: Train Loss:0.0015214, Val MRR:0.42568, ice0003 +2023-05-18 18:57:51,622 - ice0003 - [INFO] - [E:123| 700]: Train Loss:0.0015215, Val MRR:0.42568, ice0003 +2023-05-18 18:58:54,404 - ice0003 - [INFO] - [E:123| 800]: Train Loss:0.0015216, Val MRR:0.42568, ice0003 +2023-05-18 18:59:57,192 - ice0003 - [INFO] - [E:123| 900]: Train Loss:0.0015216, Val MRR:0.42568, ice0003 +2023-05-18 19:00:41,374 - ice0003 - [INFO] - [Epoch:123]: Training Loss:0.001522 + +2023-05-18 19:00:41,586 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 19:00:55,126 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 19:01:08,462 - ice0003 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.45398, Head : 0.39458, Avg : 0.42428 + +2023-05-18 19:01:08,462 - ice0003 - [INFO] - [Epoch 123]: Training Loss: 0.0015217, Valid MRR: 0.42568, + + + +2023-05-18 19:01:09,121 - ice0003 - [INFO] - [E:124| 0]: Train Loss:0.001517, Val MRR:0.42568, ice0003 +2023-05-18 19:02:12,100 - ice0003 - [INFO] - [E:124| 100]: Train Loss:0.0015183, Val MRR:0.42568, ice0003 +2023-05-18 19:03:14,901 - ice0003 - [INFO] - [E:124| 200]: Train Loss:0.0015195, Val MRR:0.42568, ice0003 +2023-05-18 19:04:17,765 - ice0003 - [INFO] - [E:124| 300]: Train Loss:0.0015201, Val MRR:0.42568, ice0003 +2023-05-18 19:05:20,726 - ice0003 - [INFO] - [E:124| 400]: Train Loss:0.0015205, Val MRR:0.42568, ice0003 +2023-05-18 19:06:23,646 - ice0003 - [INFO] - [E:124| 500]: Train Loss:0.0015209, Val MRR:0.42568, ice0003 +2023-05-18 19:07:26,556 - ice0003 - [INFO] - [E:124| 600]: Train Loss:0.0015208, Val MRR:0.42568, ice0003 +2023-05-18 19:08:29,475 - ice0003 - [INFO] - [E:124| 700]: Train Loss:0.0015208, Val MRR:0.42568, ice0003 +2023-05-18 19:09:32,391 - ice0003 - [INFO] - [E:124| 800]: Train Loss:0.0015208, Val MRR:0.42568, ice0003 +2023-05-18 19:10:35,254 - ice0003 - [INFO] - [E:124| 900]: Train Loss:0.001521, Val MRR:0.42568, ice0003 +2023-05-18 19:11:19,487 - ice0003 - [INFO] - [Epoch:124]: Training Loss:0.001521 + +2023-05-18 19:11:19,700 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 19:11:33,242 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 19:11:46,566 - ice0003 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.4534, Head : 0.39452, Avg : 0.42396 + +2023-05-18 19:11:46,566 - ice0003 - [INFO] - [Epoch 124]: Training Loss: 0.0015211, Valid MRR: 0.42568, + + + +2023-05-18 19:11:47,205 - ice0003 - [INFO] - [E:125| 0]: Train Loss:0.0015136, Val MRR:0.42568, ice0003 +2023-05-18 19:12:50,143 - ice0003 - [INFO] - [E:125| 100]: Train Loss:0.0015214, Val MRR:0.42568, ice0003 +2023-05-18 19:13:53,100 - ice0003 - [INFO] - [E:125| 200]: Train Loss:0.0015208, Val MRR:0.42568, ice0003 +2023-05-18 19:14:56,056 - ice0003 - [INFO] - [E:125| 300]: Train Loss:0.0015214, Val MRR:0.42568, ice0003 +2023-05-18 19:15:58,995 - ice0003 - [INFO] - [E:125| 400]: Train Loss:0.0015214, Val MRR:0.42568, ice0003 +2023-05-18 19:17:01,946 - ice0003 - [INFO] - [E:125| 500]: Train Loss:0.0015214, Val MRR:0.42568, ice0003 +2023-05-18 19:18:04,884 - ice0003 - [INFO] - [E:125| 600]: Train Loss:0.0015212, Val MRR:0.42568, ice0003 +2023-05-18 19:19:07,864 - ice0003 - [INFO] - [E:125| 700]: Train Loss:0.0015212, Val MRR:0.42568, ice0003 +2023-05-18 19:20:10,723 - ice0003 - [INFO] - [E:125| 800]: Train Loss:0.0015212, Val MRR:0.42568, ice0003 +2023-05-18 19:21:13,588 - ice0003 - [INFO] - [E:125| 900]: Train Loss:0.0015212, Val MRR:0.42568, ice0003 +2023-05-18 19:21:57,800 - ice0003 - [INFO] - [Epoch:125]: Training Loss:0.001521 + +2023-05-18 19:21:58,013 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 19:22:11,566 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 19:22:24,884 - ice0003 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.45373, Head : 0.39684, Avg : 0.42529 + +2023-05-18 19:22:24,884 - ice0003 - [INFO] - [Epoch 125]: Training Loss: 0.0015212, Valid MRR: 0.42568, + + + +2023-05-18 19:22:25,522 - ice0003 - [INFO] - [E:126| 0]: Train Loss:0.0015098, Val MRR:0.42568, ice0003 +2023-05-18 19:23:28,384 - ice0003 - [INFO] - [E:126| 100]: Train Loss:0.0015199, Val MRR:0.42568, ice0003 +2023-05-18 19:24:31,236 - ice0003 - [INFO] - [E:126| 200]: Train Loss:0.0015191, Val MRR:0.42568, ice0003 +2023-05-18 19:25:34,097 - ice0003 - [INFO] - [E:126| 300]: Train Loss:0.0015194, Val MRR:0.42568, ice0003 +2023-05-18 19:26:36,989 - ice0003 - [INFO] - [E:126| 400]: Train Loss:0.0015194, Val MRR:0.42568, ice0003 +2023-05-18 19:27:39,864 - ice0003 - [INFO] - [E:126| 500]: Train Loss:0.0015197, Val MRR:0.42568, ice0003 +2023-05-18 19:28:42,664 - ice0003 - [INFO] - [E:126| 600]: Train Loss:0.0015198, Val MRR:0.42568, ice0003 +2023-05-18 19:29:45,473 - ice0003 - [INFO] - [E:126| 700]: Train Loss:0.0015201, Val MRR:0.42568, ice0003 +2023-05-18 19:30:48,252 - ice0003 - [INFO] - [E:126| 800]: Train Loss:0.0015204, Val MRR:0.42568, ice0003 +2023-05-18 19:31:51,132 - ice0003 - [INFO] - [E:126| 900]: Train Loss:0.0015206, Val MRR:0.42568, ice0003 +2023-05-18 19:32:35,292 - ice0003 - [INFO] - [Epoch:126]: Training Loss:0.001521 + +2023-05-18 19:32:35,504 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 19:32:49,040 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 19:33:02,369 - ice0003 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.45059, Head : 0.39211, Avg : 0.42135 + +2023-05-18 19:33:02,369 - ice0003 - [INFO] - [Epoch 126]: Training Loss: 0.0015207, Valid MRR: 0.42568, + + + +2023-05-18 19:33:03,004 - ice0003 - [INFO] - [E:127| 0]: Train Loss:0.0015291, Val MRR:0.42568, ice0003 +2023-05-18 19:34:05,803 - ice0003 - [INFO] - [E:127| 100]: Train Loss:0.0015195, Val MRR:0.42568, ice0003 +2023-05-18 19:35:08,584 - ice0003 - [INFO] - [E:127| 200]: Train Loss:0.0015201, Val MRR:0.42568, ice0003 +2023-05-18 19:36:11,570 - ice0003 - [INFO] - [E:127| 300]: Train Loss:0.0015199, Val MRR:0.42568, ice0003 +2023-05-18 19:37:14,513 - ice0003 - [INFO] - [E:127| 400]: Train Loss:0.0015202, Val MRR:0.42568, ice0003 +2023-05-18 19:38:17,467 - ice0003 - [INFO] - [E:127| 500]: Train Loss:0.0015203, Val MRR:0.42568, ice0003 +2023-05-18 19:39:20,424 - ice0003 - [INFO] - [E:127| 600]: Train Loss:0.0015204, Val MRR:0.42568, ice0003 +2023-05-18 19:40:23,307 - ice0003 - [INFO] - [E:127| 700]: Train Loss:0.0015204, Val MRR:0.42568, ice0003 +2023-05-18 19:41:26,204 - ice0003 - [INFO] - [E:127| 800]: Train Loss:0.0015207, Val MRR:0.42568, ice0003 +2023-05-18 19:42:29,107 - ice0003 - [INFO] - [E:127| 900]: Train Loss:0.0015207, Val MRR:0.42568, ice0003 +2023-05-18 19:43:13,330 - ice0003 - [INFO] - [Epoch:127]: Training Loss:0.001521 + +2023-05-18 19:43:13,542 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 19:43:27,068 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 19:43:40,395 - ice0003 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.45197, Head : 0.38989, Avg : 0.42093 + +2023-05-18 19:43:40,396 - ice0003 - [INFO] - [Epoch 127]: Training Loss: 0.0015207, Valid MRR: 0.42568, + + + +2023-05-18 19:43:41,034 - ice0003 - [INFO] - [E:128| 0]: Train Loss:0.001527, Val MRR:0.42568, ice0003 +2023-05-18 19:44:43,950 - ice0003 - [INFO] - [E:128| 100]: Train Loss:0.0015209, Val MRR:0.42568, ice0003 +2023-05-18 19:45:46,869 - ice0003 - [INFO] - [E:128| 200]: Train Loss:0.001521, Val MRR:0.42568, ice0003 +2023-05-18 19:46:49,692 - ice0003 - [INFO] - [E:128| 300]: Train Loss:0.0015206, Val MRR:0.42568, ice0003 +2023-05-18 19:47:52,477 - ice0003 - [INFO] - [E:128| 400]: Train Loss:0.0015203, Val MRR:0.42568, ice0003 +2023-05-18 19:48:55,331 - ice0003 - [INFO] - [E:128| 500]: Train Loss:0.0015202, Val MRR:0.42568, ice0003 +2023-05-18 19:49:58,145 - ice0003 - [INFO] - [E:128| 600]: Train Loss:0.0015201, Val MRR:0.42568, ice0003 +2023-05-18 19:51:01,012 - ice0003 - [INFO] - [E:128| 700]: Train Loss:0.0015202, Val MRR:0.42568, ice0003 +2023-05-18 19:52:03,821 - ice0003 - [INFO] - [E:128| 800]: Train Loss:0.0015203, Val MRR:0.42568, ice0003 +2023-05-18 19:53:06,752 - ice0003 - [INFO] - [E:128| 900]: Train Loss:0.0015203, Val MRR:0.42568, ice0003 +2023-05-18 19:53:50,925 - ice0003 - [INFO] - [Epoch:128]: Training Loss:0.00152 + +2023-05-18 19:53:51,139 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 19:54:04,675 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 19:54:18,008 - ice0003 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.45096, Head : 0.39488, Avg : 0.42292 + +2023-05-18 19:54:18,008 - ice0003 - [INFO] - [Epoch 128]: Training Loss: 0.0015204, Valid MRR: 0.42568, + + + +2023-05-18 19:54:18,645 - ice0003 - [INFO] - [E:129| 0]: Train Loss:0.0015146, Val MRR:0.42568, ice0003 +2023-05-18 19:55:21,475 - ice0003 - [INFO] - [E:129| 100]: Train Loss:0.0015196, Val MRR:0.42568, ice0003 +2023-05-18 19:56:24,291 - ice0003 - [INFO] - [E:129| 200]: Train Loss:0.0015194, Val MRR:0.42568, ice0003 +2023-05-18 19:57:27,092 - ice0003 - [INFO] - [E:129| 300]: Train Loss:0.0015193, Val MRR:0.42568, ice0003 +2023-05-18 19:58:29,923 - ice0003 - [INFO] - [E:129| 400]: Train Loss:0.0015194, Val MRR:0.42568, ice0003 +2023-05-18 19:59:32,762 - ice0003 - [INFO] - [E:129| 500]: Train Loss:0.0015195, Val MRR:0.42568, ice0003 +2023-05-18 20:00:35,609 - ice0003 - [INFO] - [E:129| 600]: Train Loss:0.0015196, Val MRR:0.42568, ice0003 +2023-05-18 20:01:38,603 - ice0003 - [INFO] - [E:129| 700]: Train Loss:0.0015195, Val MRR:0.42568, ice0003 +2023-05-18 20:02:41,556 - ice0003 - [INFO] - [E:129| 800]: Train Loss:0.0015197, Val MRR:0.42568, ice0003 +2023-05-18 20:03:44,430 - ice0003 - [INFO] - [E:129| 900]: Train Loss:0.0015199, Val MRR:0.42568, ice0003 +2023-05-18 20:04:28,677 - ice0003 - [INFO] - [Epoch:129]: Training Loss:0.00152 + +2023-05-18 20:04:28,889 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 20:04:42,421 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 20:04:55,747 - ice0003 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.45059, Head : 0.39426, Avg : 0.42243 + MR: Tail : 708.65, Head : 804.06, Avg : 756.35 + Hit-1: Tail : 0.36509, Head : 0.31084, Avg : 0.33797 + Hit-3: Tail : 0.49958, Head : 0.4327, Avg : 0.46614 + Hit-10: Tail : 0.60808, Head : 0.55553, Avg : 0.58181 +2023-05-18 20:04:55,748 - ice0003 - [INFO] - [Epoch 129]: Training Loss: 0.0015199, Valid MRR: 0.42568, + + + +2023-05-18 20:04:56,395 - ice0003 - [INFO] - [E:130| 0]: Train Loss:0.0015147, Val MRR:0.42568, ice0003 +2023-05-18 20:05:59,268 - ice0003 - [INFO] - [E:130| 100]: Train Loss:0.0015193, Val MRR:0.42568, ice0003 +2023-05-18 20:07:02,213 - ice0003 - [INFO] - [E:130| 200]: Train Loss:0.0015191, Val MRR:0.42568, ice0003 +2023-05-18 20:08:05,118 - ice0003 - [INFO] - [E:130| 300]: Train Loss:0.0015185, Val MRR:0.42568, ice0003 +2023-05-18 20:09:08,029 - ice0003 - [INFO] - [E:130| 400]: Train Loss:0.0015185, Val MRR:0.42568, ice0003 +2023-05-18 20:10:11,006 - ice0003 - [INFO] - [E:130| 500]: Train Loss:0.0015188, Val MRR:0.42568, ice0003 +2023-05-18 20:11:13,907 - ice0003 - [INFO] - [E:130| 600]: Train Loss:0.0015189, Val MRR:0.42568, ice0003 +2023-05-18 20:12:16,791 - ice0003 - [INFO] - [E:130| 700]: Train Loss:0.001519, Val MRR:0.42568, ice0003 +2023-05-18 20:13:19,662 - ice0003 - [INFO] - [E:130| 800]: Train Loss:0.0015193, Val MRR:0.42568, ice0003 +2023-05-18 20:14:22,583 - ice0003 - [INFO] - [E:130| 900]: Train Loss:0.0015194, Val MRR:0.42568, ice0003 +2023-05-18 20:15:06,864 - ice0003 - [INFO] - [Epoch:130]: Training Loss:0.001519 + +2023-05-18 20:15:07,079 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 20:15:20,625 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 20:15:33,957 - ice0003 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.45229, Head : 0.39713, Avg : 0.42471 + +2023-05-18 20:15:33,957 - ice0003 - [INFO] - [Epoch 130]: Training Loss: 0.0015195, Valid MRR: 0.42568, + + + +2023-05-18 20:15:34,594 - ice0003 - [INFO] - [E:131| 0]: Train Loss:0.0015038, Val MRR:0.42568, ice0003 +2023-05-18 20:16:37,519 - ice0003 - [INFO] - [E:131| 100]: Train Loss:0.0015193, Val MRR:0.42568, ice0003 +2023-05-18 20:17:40,437 - ice0003 - [INFO] - [E:131| 200]: Train Loss:0.0015182, Val MRR:0.42568, ice0003 +2023-05-18 20:18:43,390 - ice0003 - [INFO] - [E:131| 300]: Train Loss:0.0015186, Val MRR:0.42568, ice0003 +2023-05-18 20:19:46,219 - ice0003 - [INFO] - [E:131| 400]: Train Loss:0.0015188, Val MRR:0.42568, ice0003 +2023-05-18 20:20:49,015 - ice0003 - [INFO] - [E:131| 500]: Train Loss:0.001519, Val MRR:0.42568, ice0003 +2023-05-18 20:21:51,796 - ice0003 - [INFO] - [E:131| 600]: Train Loss:0.001519, Val MRR:0.42568, ice0003 +2023-05-18 20:22:54,610 - ice0003 - [INFO] - [E:131| 700]: Train Loss:0.0015192, Val MRR:0.42568, ice0003 +2023-05-18 20:23:57,392 - ice0003 - [INFO] - [E:131| 800]: Train Loss:0.0015192, Val MRR:0.42568, ice0003 +2023-05-18 20:25:00,176 - ice0003 - [INFO] - [E:131| 900]: Train Loss:0.0015192, Val MRR:0.42568, ice0003 +2023-05-18 20:25:44,336 - ice0003 - [INFO] - [Epoch:131]: Training Loss:0.001519 + +2023-05-18 20:25:44,549 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 20:25:58,087 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 20:26:11,445 - ice0003 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.45226, Head : 0.39722, Avg : 0.42474 + +2023-05-18 20:26:12,550 - ice0003 - [INFO] - [Epoch 131]: Training Loss: 0.0015192, Valid MRR: 0.42568, + + + +2023-05-18 20:26:13,204 - ice0003 - [INFO] - [E:132| 0]: Train Loss:0.0015058, Val MRR:0.42568, ice0003 +2023-05-18 20:27:16,092 - ice0003 - [INFO] - [E:132| 100]: Train Loss:0.001518, Val MRR:0.42568, ice0003 +2023-05-18 20:28:18,920 - ice0003 - [INFO] - [E:132| 200]: Train Loss:0.0015188, Val MRR:0.42568, ice0003 +2023-05-18 20:29:21,827 - ice0003 - [INFO] - [E:132| 300]: Train Loss:0.0015187, Val MRR:0.42568, ice0003 +2023-05-18 20:30:24,646 - ice0003 - [INFO] - [E:132| 400]: Train Loss:0.0015187, Val MRR:0.42568, ice0003 +2023-05-18 20:31:27,451 - ice0003 - [INFO] - [E:132| 500]: Train Loss:0.0015186, Val MRR:0.42568, ice0003 +2023-05-18 20:32:30,275 - ice0003 - [INFO] - [E:132| 600]: Train Loss:0.0015185, Val MRR:0.42568, ice0003 +2023-05-18 20:33:33,083 - ice0003 - [INFO] - [E:132| 700]: Train Loss:0.0015186, Val MRR:0.42568, ice0003 +2023-05-18 20:34:35,893 - ice0003 - [INFO] - [E:132| 800]: Train Loss:0.0015188, Val MRR:0.42568, ice0003 +2023-05-18 20:35:38,791 - ice0003 - [INFO] - [E:132| 900]: Train Loss:0.0015189, Val MRR:0.42568, ice0003 +2023-05-18 20:36:23,021 - ice0003 - [INFO] - [Epoch:132]: Training Loss:0.001519 + +2023-05-18 20:36:23,233 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 20:36:36,776 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 20:36:50,108 - ice0003 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.45268, Head : 0.3991, Avg : 0.42589 + +2023-05-18 20:36:51,372 - ice0003 - [INFO] - [Epoch 132]: Training Loss: 0.001519, Valid MRR: 0.42589, + + + +2023-05-18 20:36:52,020 - ice0003 - [INFO] - [E:133| 0]: Train Loss:0.0015096, Val MRR:0.42589, ice0003 +2023-05-18 20:37:54,932 - ice0003 - [INFO] - [E:133| 100]: Train Loss:0.0015179, Val MRR:0.42589, ice0003 +2023-05-18 20:38:57,887 - ice0003 - [INFO] - [E:133| 200]: Train Loss:0.0015181, Val MRR:0.42589, ice0003 +2023-05-18 20:40:00,817 - ice0003 - [INFO] - [E:133| 300]: Train Loss:0.0015185, Val MRR:0.42589, ice0003 +2023-05-18 20:41:03,775 - ice0003 - [INFO] - [E:133| 400]: Train Loss:0.0015183, Val MRR:0.42589, ice0003 +2023-05-18 20:42:06,738 - ice0003 - [INFO] - [E:133| 500]: Train Loss:0.0015185, Val MRR:0.42589, ice0003 +2023-05-18 20:43:09,681 - ice0003 - [INFO] - [E:133| 600]: Train Loss:0.0015186, Val MRR:0.42589, ice0003 +2023-05-18 20:44:12,677 - ice0003 - [INFO] - [E:133| 700]: Train Loss:0.0015187, Val MRR:0.42589, ice0003 +2023-05-18 20:45:15,491 - ice0003 - [INFO] - [E:133| 800]: Train Loss:0.0015188, Val MRR:0.42589, ice0003 +2023-05-18 20:46:18,297 - ice0003 - [INFO] - [E:133| 900]: Train Loss:0.0015189, Val MRR:0.42589, ice0003 +2023-05-18 20:47:02,452 - ice0003 - [INFO] - [Epoch:133]: Training Loss:0.001519 + +2023-05-18 20:47:02,663 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 20:47:16,207 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 20:47:29,534 - ice0003 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.45066, Head : 0.39105, Avg : 0.42086 + +2023-05-18 20:47:29,534 - ice0003 - [INFO] - [Epoch 133]: Training Loss: 0.0015189, Valid MRR: 0.42589, + + + +2023-05-18 20:47:30,174 - ice0003 - [INFO] - [E:134| 0]: Train Loss:0.0015301, Val MRR:0.42589, ice0003 +2023-05-18 20:48:32,967 - ice0003 - [INFO] - [E:134| 100]: Train Loss:0.001518, Val MRR:0.42589, ice0003 +2023-05-18 20:49:35,760 - ice0003 - [INFO] - [E:134| 200]: Train Loss:0.0015178, Val MRR:0.42589, ice0003 +2023-05-18 20:50:38,542 - ice0003 - [INFO] - [E:134| 300]: Train Loss:0.0015176, Val MRR:0.42589, ice0003 +2023-05-18 20:51:41,336 - ice0003 - [INFO] - [E:134| 400]: Train Loss:0.0015178, Val MRR:0.42589, ice0003 +2023-05-18 20:52:44,190 - ice0003 - [INFO] - [E:134| 500]: Train Loss:0.0015176, Val MRR:0.42589, ice0003 +2023-05-18 20:53:47,096 - ice0003 - [INFO] - [E:134| 600]: Train Loss:0.0015178, Val MRR:0.42589, ice0003 +2023-05-18 20:54:49,895 - ice0003 - [INFO] - [E:134| 700]: Train Loss:0.0015182, Val MRR:0.42589, ice0003 +2023-05-18 20:55:52,715 - ice0003 - [INFO] - [E:134| 800]: Train Loss:0.0015183, Val MRR:0.42589, ice0003 +2023-05-18 20:56:55,480 - ice0003 - [INFO] - [E:134| 900]: Train Loss:0.0015185, Val MRR:0.42589, ice0003 +2023-05-18 20:57:39,675 - ice0003 - [INFO] - [Epoch:134]: Training Loss:0.001518 + +2023-05-18 20:57:39,887 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 20:57:53,429 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 20:58:06,751 - ice0003 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.44943, Head : 0.39245, Avg : 0.42094 + +2023-05-18 20:58:06,751 - ice0003 - [INFO] - [Epoch 134]: Training Loss: 0.0015185, Valid MRR: 0.42589, + + + +2023-05-18 20:58:07,387 - ice0003 - [INFO] - [E:135| 0]: Train Loss:0.0015503, Val MRR:0.42589, ice0003 +2023-05-18 20:59:10,194 - ice0003 - [INFO] - [E:135| 100]: Train Loss:0.001517, Val MRR:0.42589, ice0003 +2023-05-18 21:00:13,002 - ice0003 - [INFO] - [E:135| 200]: Train Loss:0.0015167, Val MRR:0.42589, ice0003 +2023-05-18 21:01:15,793 - ice0003 - [INFO] - [E:135| 300]: Train Loss:0.0015169, Val MRR:0.42589, ice0003 +2023-05-18 21:02:18,696 - ice0003 - [INFO] - [E:135| 400]: Train Loss:0.0015173, Val MRR:0.42589, ice0003 +2023-05-18 21:03:21,526 - ice0003 - [INFO] - [E:135| 500]: Train Loss:0.0015174, Val MRR:0.42589, ice0003 +2023-05-18 21:04:24,322 - ice0003 - [INFO] - [E:135| 600]: Train Loss:0.0015177, Val MRR:0.42589, ice0003 +2023-05-18 21:05:27,175 - ice0003 - [INFO] - [E:135| 700]: Train Loss:0.001518, Val MRR:0.42589, ice0003 +2023-05-18 21:06:30,026 - ice0003 - [INFO] - [E:135| 800]: Train Loss:0.0015181, Val MRR:0.42589, ice0003 +2023-05-18 21:07:32,937 - ice0003 - [INFO] - [E:135| 900]: Train Loss:0.0015181, Val MRR:0.42589, ice0003 +2023-05-18 21:08:17,214 - ice0003 - [INFO] - [Epoch:135]: Training Loss:0.001518 + +2023-05-18 21:08:17,426 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 21:08:30,982 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 21:08:44,318 - ice0003 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.45089, Head : 0.39251, Avg : 0.4217 + +2023-05-18 21:08:44,318 - ice0003 - [INFO] - [Epoch 135]: Training Loss: 0.0015182, Valid MRR: 0.42589, + + + +2023-05-18 21:08:44,959 - ice0003 - [INFO] - [E:136| 0]: Train Loss:0.0015214, Val MRR:0.42589, ice0003 +2023-05-18 21:09:47,911 - ice0003 - [INFO] - [E:136| 100]: Train Loss:0.0015177, Val MRR:0.42589, ice0003 +2023-05-18 21:10:50,787 - ice0003 - [INFO] - [E:136| 200]: Train Loss:0.0015178, Val MRR:0.42589, ice0003 +2023-05-18 21:11:53,601 - ice0003 - [INFO] - [E:136| 300]: Train Loss:0.0015176, Val MRR:0.42589, ice0003 +2023-05-18 21:12:56,387 - ice0003 - [INFO] - [E:136| 400]: Train Loss:0.0015177, Val MRR:0.42589, ice0003 +2023-05-18 21:13:59,268 - ice0003 - [INFO] - [E:136| 500]: Train Loss:0.0015177, Val MRR:0.42589, ice0003 +2023-05-18 21:15:02,165 - ice0003 - [INFO] - [E:136| 600]: Train Loss:0.0015175, Val MRR:0.42589, ice0003 +2023-05-18 21:16:05,075 - ice0003 - [INFO] - [E:136| 700]: Train Loss:0.0015176, Val MRR:0.42589, ice0003 +2023-05-18 21:17:08,006 - ice0003 - [INFO] - [E:136| 800]: Train Loss:0.0015175, Val MRR:0.42589, ice0003 +2023-05-18 21:18:10,898 - ice0003 - [INFO] - [E:136| 900]: Train Loss:0.0015178, Val MRR:0.42589, ice0003 +2023-05-18 21:18:55,233 - ice0003 - [INFO] - [Epoch:136]: Training Loss:0.001518 + +2023-05-18 21:18:55,446 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 21:19:08,982 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 21:19:22,305 - ice0003 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.4526, Head : 0.39604, Avg : 0.42432 + +2023-05-18 21:19:22,305 - ice0003 - [INFO] - [Epoch 136]: Training Loss: 0.0015178, Valid MRR: 0.42589, + + + +2023-05-18 21:19:22,942 - ice0003 - [INFO] - [E:137| 0]: Train Loss:0.0015263, Val MRR:0.42589, ice0003 +2023-05-18 21:20:25,742 - ice0003 - [INFO] - [E:137| 100]: Train Loss:0.0015168, Val MRR:0.42589, ice0003 +2023-05-18 21:21:28,531 - ice0003 - [INFO] - [E:137| 200]: Train Loss:0.0015162, Val MRR:0.42589, ice0003 +2023-05-18 21:22:31,317 - ice0003 - [INFO] - [E:137| 300]: Train Loss:0.0015168, Val MRR:0.42589, ice0003 +2023-05-18 21:23:34,101 - ice0003 - [INFO] - [E:137| 400]: Train Loss:0.0015171, Val MRR:0.42589, ice0003 +2023-05-18 21:24:36,896 - ice0003 - [INFO] - [E:137| 500]: Train Loss:0.0015172, Val MRR:0.42589, ice0003 +2023-05-18 21:25:39,718 - ice0003 - [INFO] - [E:137| 600]: Train Loss:0.0015172, Val MRR:0.42589, ice0003 +2023-05-18 21:26:42,533 - ice0003 - [INFO] - [E:137| 700]: Train Loss:0.0015175, Val MRR:0.42589, ice0003 +2023-05-18 21:27:45,451 - ice0003 - [INFO] - [E:137| 800]: Train Loss:0.0015176, Val MRR:0.42589, ice0003 +2023-05-18 21:28:48,249 - ice0003 - [INFO] - [E:137| 900]: Train Loss:0.0015176, Val MRR:0.42589, ice0003 +2023-05-18 21:29:32,435 - ice0003 - [INFO] - [Epoch:137]: Training Loss:0.001518 + +2023-05-18 21:29:32,647 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 21:29:46,180 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 21:29:59,510 - ice0003 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.45153, Head : 0.39745, Avg : 0.42449 + +2023-05-18 21:29:59,510 - ice0003 - [INFO] - [Epoch 137]: Training Loss: 0.0015177, Valid MRR: 0.42589, + + + +2023-05-18 21:30:00,155 - ice0003 - [INFO] - [E:138| 0]: Train Loss:0.0015263, Val MRR:0.42589, ice0003 +2023-05-18 21:31:02,959 - ice0003 - [INFO] - [E:138| 100]: Train Loss:0.0015166, Val MRR:0.42589, ice0003 +2023-05-18 21:32:05,756 - ice0003 - [INFO] - [E:138| 200]: Train Loss:0.0015166, Val MRR:0.42589, ice0003 +2023-05-18 21:33:08,598 - ice0003 - [INFO] - [E:138| 300]: Train Loss:0.0015171, Val MRR:0.42589, ice0003 +2023-05-18 21:34:11,411 - ice0003 - [INFO] - [E:138| 400]: Train Loss:0.001517, Val MRR:0.42589, ice0003 +2023-05-18 21:35:14,244 - ice0003 - [INFO] - [E:138| 500]: Train Loss:0.0015171, Val MRR:0.42589, ice0003 +2023-05-18 21:36:17,134 - ice0003 - [INFO] - [E:138| 600]: Train Loss:0.0015168, Val MRR:0.42589, ice0003 +2023-05-18 21:37:20,046 - ice0003 - [INFO] - [E:138| 700]: Train Loss:0.001517, Val MRR:0.42589, ice0003 +2023-05-18 21:38:22,961 - ice0003 - [INFO] - [E:138| 800]: Train Loss:0.0015172, Val MRR:0.42589, ice0003 +2023-05-18 21:39:25,874 - ice0003 - [INFO] - [E:138| 900]: Train Loss:0.0015172, Val MRR:0.42589, ice0003 +2023-05-18 21:40:10,151 - ice0003 - [INFO] - [Epoch:138]: Training Loss:0.001517 + +2023-05-18 21:40:10,363 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 21:40:23,899 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 21:40:37,243 - ice0003 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.45439, Head : 0.39567, Avg : 0.42503 + +2023-05-18 21:40:37,243 - ice0003 - [INFO] - [Epoch 138]: Training Loss: 0.0015172, Valid MRR: 0.42589, + + + +2023-05-18 21:40:37,879 - ice0003 - [INFO] - [E:139| 0]: Train Loss:0.0015208, Val MRR:0.42589, ice0003 +2023-05-18 21:41:40,832 - ice0003 - [INFO] - [E:139| 100]: Train Loss:0.0015161, Val MRR:0.42589, ice0003 +2023-05-18 21:42:43,698 - ice0003 - [INFO] - [E:139| 200]: Train Loss:0.0015165, Val MRR:0.42589, ice0003 +2023-05-18 21:43:46,471 - ice0003 - [INFO] - [E:139| 300]: Train Loss:0.0015172, Val MRR:0.42589, ice0003 +2023-05-18 21:44:49,381 - ice0003 - [INFO] - [E:139| 400]: Train Loss:0.0015172, Val MRR:0.42589, ice0003 +2023-05-18 21:45:52,149 - ice0003 - [INFO] - [E:139| 500]: Train Loss:0.0015171, Val MRR:0.42589, ice0003 +2023-05-18 21:46:54,913 - ice0003 - [INFO] - [E:139| 600]: Train Loss:0.0015169, Val MRR:0.42589, ice0003 +2023-05-18 21:47:57,687 - ice0003 - [INFO] - [E:139| 700]: Train Loss:0.0015169, Val MRR:0.42589, ice0003 +2023-05-18 21:49:00,483 - ice0003 - [INFO] - [E:139| 800]: Train Loss:0.0015169, Val MRR:0.42589, ice0003 +2023-05-18 21:50:03,251 - ice0003 - [INFO] - [E:139| 900]: Train Loss:0.001517, Val MRR:0.42589, ice0003 +2023-05-18 21:50:47,413 - ice0003 - [INFO] - [Epoch:139]: Training Loss:0.001517 + +2023-05-18 21:50:47,625 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 21:51:01,164 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 21:51:14,492 - ice0003 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.45099, Head : 0.39567, Avg : 0.42333 + MR: Tail : 709.45, Head : 813.9, Avg : 761.67 + Hit-1: Tail : 0.36521, Head : 0.3129, Avg : 0.33906 + Hit-3: Tail : 0.49727, Head : 0.43197, Avg : 0.46462 + Hit-10: Tail : 0.60954, Head : 0.55711, Avg : 0.58332 +2023-05-18 21:51:14,492 - ice0003 - [INFO] - [Epoch 139]: Training Loss: 0.0015171, Valid MRR: 0.42589, + + + +2023-05-18 21:51:15,134 - ice0003 - [INFO] - [E:140| 0]: Train Loss:0.0015126, Val MRR:0.42589, ice0003 +2023-05-18 21:52:18,024 - ice0003 - [INFO] - [E:140| 100]: Train Loss:0.0015167, Val MRR:0.42589, ice0003 +2023-05-18 21:53:20,917 - ice0003 - [INFO] - [E:140| 200]: Train Loss:0.0015165, Val MRR:0.42589, ice0003 +2023-05-18 21:54:23,750 - ice0003 - [INFO] - [E:140| 300]: Train Loss:0.0015165, Val MRR:0.42589, ice0003 +2023-05-18 21:55:26,704 - ice0003 - [INFO] - [E:140| 400]: Train Loss:0.0015166, Val MRR:0.42589, ice0003 +2023-05-18 21:56:29,669 - ice0003 - [INFO] - [E:140| 500]: Train Loss:0.0015165, Val MRR:0.42589, ice0003 +2023-05-18 21:57:32,599 - ice0003 - [INFO] - [E:140| 600]: Train Loss:0.0015166, Val MRR:0.42589, ice0003 +2023-05-18 21:58:35,519 - ice0003 - [INFO] - [E:140| 700]: Train Loss:0.0015166, Val MRR:0.42589, ice0003 +2023-05-18 21:59:38,442 - ice0003 - [INFO] - [E:140| 800]: Train Loss:0.0015167, Val MRR:0.42589, ice0003 +2023-05-18 22:00:41,388 - ice0003 - [INFO] - [E:140| 900]: Train Loss:0.0015167, Val MRR:0.42589, ice0003 +2023-05-18 22:01:25,665 - ice0003 - [INFO] - [Epoch:140]: Training Loss:0.001517 + +2023-05-18 22:01:25,877 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 22:01:39,405 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 22:01:52,763 - ice0003 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.4556, Head : 0.39589, Avg : 0.42574 + +2023-05-18 22:01:52,763 - ice0003 - [INFO] - [Epoch 140]: Training Loss: 0.0015169, Valid MRR: 0.42589, + + + +2023-05-18 22:01:53,399 - ice0003 - [INFO] - [E:141| 0]: Train Loss:0.0015032, Val MRR:0.42589, ice0003 +2023-05-18 22:02:56,368 - ice0003 - [INFO] - [E:141| 100]: Train Loss:0.0015165, Val MRR:0.42589, ice0003 +2023-05-18 22:03:59,218 - ice0003 - [INFO] - [E:141| 200]: Train Loss:0.0015163, Val MRR:0.42589, ice0003 +2023-05-18 22:05:02,013 - ice0003 - [INFO] - [E:141| 300]: Train Loss:0.0015162, Val MRR:0.42589, ice0003 +2023-05-18 22:06:04,825 - ice0003 - [INFO] - [E:141| 400]: Train Loss:0.0015159, Val MRR:0.42589, ice0003 +2023-05-18 22:07:07,629 - ice0003 - [INFO] - [E:141| 500]: Train Loss:0.0015162, Val MRR:0.42589, ice0003 +2023-05-18 22:08:10,483 - ice0003 - [INFO] - [E:141| 600]: Train Loss:0.0015163, Val MRR:0.42589, ice0003 +2023-05-18 22:09:13,432 - ice0003 - [INFO] - [E:141| 700]: Train Loss:0.0015162, Val MRR:0.42589, ice0003 +2023-05-18 22:10:16,264 - ice0003 - [INFO] - [E:141| 800]: Train Loss:0.0015165, Val MRR:0.42589, ice0003 +2023-05-18 22:11:19,217 - ice0003 - [INFO] - [E:141| 900]: Train Loss:0.0015167, Val MRR:0.42589, ice0003 +2023-05-18 22:12:03,405 - ice0003 - [INFO] - [Epoch:141]: Training Loss:0.001517 + +2023-05-18 22:12:03,617 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 22:12:17,151 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 22:12:30,483 - ice0003 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.45517, Head : 0.39564, Avg : 0.4254 + +2023-05-18 22:12:30,483 - ice0003 - [INFO] - [Epoch 141]: Training Loss: 0.0015168, Valid MRR: 0.42589, + + + +2023-05-18 22:12:31,125 - ice0003 - [INFO] - [E:142| 0]: Train Loss:0.0015138, Val MRR:0.42589, ice0003 +2023-05-18 22:13:34,037 - ice0003 - [INFO] - [E:142| 100]: Train Loss:0.0015185, Val MRR:0.42589, ice0003 +2023-05-18 22:14:36,988 - ice0003 - [INFO] - [E:142| 200]: Train Loss:0.0015179, Val MRR:0.42589, ice0003 +2023-05-18 22:15:39,939 - ice0003 - [INFO] - [E:142| 300]: Train Loss:0.0015173, Val MRR:0.42589, ice0003 +2023-05-18 22:16:42,785 - ice0003 - [INFO] - [E:142| 400]: Train Loss:0.0015171, Val MRR:0.42589, ice0003 +2023-05-18 22:17:45,585 - ice0003 - [INFO] - [E:142| 500]: Train Loss:0.0015168, Val MRR:0.42589, ice0003 +2023-05-18 22:18:48,395 - ice0003 - [INFO] - [E:142| 600]: Train Loss:0.0015166, Val MRR:0.42589, ice0003 +2023-05-18 22:19:51,313 - ice0003 - [INFO] - [E:142| 700]: Train Loss:0.0015165, Val MRR:0.42589, ice0003 +2023-05-18 22:20:54,130 - ice0003 - [INFO] - [E:142| 800]: Train Loss:0.0015165, Val MRR:0.42589, ice0003 +2023-05-18 22:21:56,990 - ice0003 - [INFO] - [E:142| 900]: Train Loss:0.0015166, Val MRR:0.42589, ice0003 +2023-05-18 22:22:41,155 - ice0003 - [INFO] - [Epoch:142]: Training Loss:0.001517 + +2023-05-18 22:22:41,367 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 22:22:54,915 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 22:23:08,244 - ice0003 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.45304, Head : 0.39559, Avg : 0.42431 + +2023-05-18 22:23:08,244 - ice0003 - [INFO] - [Epoch 142]: Training Loss: 0.0015166, Valid MRR: 0.42589, + + + +2023-05-18 22:23:08,887 - ice0003 - [INFO] - [E:143| 0]: Train Loss:0.0015158, Val MRR:0.42589, ice0003 +2023-05-18 22:24:11,765 - ice0003 - [INFO] - [E:143| 100]: Train Loss:0.0015148, Val MRR:0.42589, ice0003 +2023-05-18 22:25:14,621 - ice0003 - [INFO] - [E:143| 200]: Train Loss:0.0015162, Val MRR:0.42589, ice0003 +2023-05-18 22:26:17,435 - ice0003 - [INFO] - [E:143| 300]: Train Loss:0.0015155, Val MRR:0.42589, ice0003 +2023-05-18 22:27:20,265 - ice0003 - [INFO] - [E:143| 400]: Train Loss:0.0015155, Val MRR:0.42589, ice0003 +2023-05-18 22:28:23,218 - ice0003 - [INFO] - [E:143| 500]: Train Loss:0.0015157, Val MRR:0.42589, ice0003 +2023-05-18 22:29:26,114 - ice0003 - [INFO] - [E:143| 600]: Train Loss:0.0015158, Val MRR:0.42589, ice0003 +2023-05-18 22:30:29,095 - ice0003 - [INFO] - [E:143| 700]: Train Loss:0.001516, Val MRR:0.42589, ice0003 +2023-05-18 22:31:31,905 - ice0003 - [INFO] - [E:143| 800]: Train Loss:0.0015163, Val MRR:0.42589, ice0003 +2023-05-18 22:32:34,687 - ice0003 - [INFO] - [E:143| 900]: Train Loss:0.0015164, Val MRR:0.42589, ice0003 +2023-05-18 22:33:18,862 - ice0003 - [INFO] - [Epoch:143]: Training Loss:0.001516 + +2023-05-18 22:33:19,076 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 22:33:32,610 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 22:33:45,944 - ice0003 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.45173, Head : 0.39178, Avg : 0.42175 + +2023-05-18 22:33:45,944 - ice0003 - [INFO] - [Epoch 143]: Training Loss: 0.0015165, Valid MRR: 0.42589, + + + +2023-05-18 22:33:46,581 - ice0003 - [INFO] - [E:144| 0]: Train Loss:0.0015165, Val MRR:0.42589, ice0003 +2023-05-18 22:34:49,348 - ice0003 - [INFO] - [E:144| 100]: Train Loss:0.0015148, Val MRR:0.42589, ice0003 +2023-05-18 22:35:52,174 - ice0003 - [INFO] - [E:144| 200]: Train Loss:0.0015154, Val MRR:0.42589, ice0003 +2023-05-18 22:36:55,081 - ice0003 - [INFO] - [E:144| 300]: Train Loss:0.0015154, Val MRR:0.42589, ice0003 +2023-05-18 22:37:57,853 - ice0003 - [INFO] - [E:144| 400]: Train Loss:0.0015156, Val MRR:0.42589, ice0003 +2023-05-18 22:39:00,714 - ice0003 - [INFO] - [E:144| 500]: Train Loss:0.0015158, Val MRR:0.42589, ice0003 +2023-05-18 22:40:03,531 - ice0003 - [INFO] - [E:144| 600]: Train Loss:0.0015159, Val MRR:0.42589, ice0003 +2023-05-18 22:41:06,287 - ice0003 - [INFO] - [E:144| 700]: Train Loss:0.0015159, Val MRR:0.42589, ice0003 +2023-05-18 22:42:09,139 - ice0003 - [INFO] - [E:144| 800]: Train Loss:0.0015158, Val MRR:0.42589, ice0003 +2023-05-18 22:43:12,011 - ice0003 - [INFO] - [E:144| 900]: Train Loss:0.0015159, Val MRR:0.42589, ice0003 +2023-05-18 22:43:56,229 - ice0003 - [INFO] - [Epoch:144]: Training Loss:0.001516 + +2023-05-18 22:43:56,441 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 22:44:09,983 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 22:44:23,313 - ice0003 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.45492, Head : 0.39543, Avg : 0.42518 + +2023-05-18 22:44:23,313 - ice0003 - [INFO] - [Epoch 144]: Training Loss: 0.0015161, Valid MRR: 0.42589, + + + +2023-05-18 22:44:23,958 - ice0003 - [INFO] - [E:145| 0]: Train Loss:0.0015029, Val MRR:0.42589, ice0003 +2023-05-18 22:45:26,816 - ice0003 - [INFO] - [E:145| 100]: Train Loss:0.0015155, Val MRR:0.42589, ice0003 +2023-05-18 22:46:29,641 - ice0003 - [INFO] - [E:145| 200]: Train Loss:0.0015148, Val MRR:0.42589, ice0003 +2023-05-18 22:47:32,446 - ice0003 - [INFO] - [E:145| 300]: Train Loss:0.0015148, Val MRR:0.42589, ice0003 +2023-05-18 22:48:35,298 - ice0003 - [INFO] - [E:145| 400]: Train Loss:0.0015151, Val MRR:0.42589, ice0003 +2023-05-18 22:49:38,215 - ice0003 - [INFO] - [E:145| 500]: Train Loss:0.0015152, Val MRR:0.42589, ice0003 +2023-05-18 22:50:41,016 - ice0003 - [INFO] - [E:145| 600]: Train Loss:0.0015151, Val MRR:0.42589, ice0003 +2023-05-18 22:51:43,806 - ice0003 - [INFO] - [E:145| 700]: Train Loss:0.0015154, Val MRR:0.42589, ice0003 +2023-05-18 22:52:46,627 - ice0003 - [INFO] - [E:145| 800]: Train Loss:0.0015155, Val MRR:0.42589, ice0003 +2023-05-18 22:53:49,586 - ice0003 - [INFO] - [E:145| 900]: Train Loss:0.0015156, Val MRR:0.42589, ice0003 +2023-05-18 22:54:33,785 - ice0003 - [INFO] - [Epoch:145]: Training Loss:0.001516 + +2023-05-18 22:54:33,996 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 22:54:47,527 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 22:55:00,861 - ice0003 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.45606, Head : 0.3984, Avg : 0.42723 + +2023-05-18 22:55:02,541 - ice0003 - [INFO] - [Epoch 145]: Training Loss: 0.0015158, Valid MRR: 0.42723, + + + +2023-05-18 22:55:03,188 - ice0003 - [INFO] - [E:146| 0]: Train Loss:0.0015301, Val MRR:0.42723, ice0003 +2023-05-18 22:56:06,072 - ice0003 - [INFO] - [E:146| 100]: Train Loss:0.0015132, Val MRR:0.42723, ice0003 +2023-05-18 22:57:09,048 - ice0003 - [INFO] - [E:146| 200]: Train Loss:0.0015139, Val MRR:0.42723, ice0003 +2023-05-18 22:58:11,868 - ice0003 - [INFO] - [E:146| 300]: Train Loss:0.0015144, Val MRR:0.42723, ice0003 +2023-05-18 22:59:14,652 - ice0003 - [INFO] - [E:146| 400]: Train Loss:0.0015143, Val MRR:0.42723, ice0003 +2023-05-18 23:00:17,408 - ice0003 - [INFO] - [E:146| 500]: Train Loss:0.0015145, Val MRR:0.42723, ice0003 +2023-05-18 23:01:20,180 - ice0003 - [INFO] - [E:146| 600]: Train Loss:0.0015147, Val MRR:0.42723, ice0003 +2023-05-18 23:02:23,052 - ice0003 - [INFO] - [E:146| 700]: Train Loss:0.001515, Val MRR:0.42723, ice0003 +2023-05-18 23:03:25,858 - ice0003 - [INFO] - [E:146| 800]: Train Loss:0.0015149, Val MRR:0.42723, ice0003 +2023-05-18 23:04:28,678 - ice0003 - [INFO] - [E:146| 900]: Train Loss:0.0015152, Val MRR:0.42723, ice0003 +2023-05-18 23:05:12,832 - ice0003 - [INFO] - [Epoch:146]: Training Loss:0.001515 + +2023-05-18 23:05:13,044 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 23:05:26,586 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 23:05:39,917 - ice0003 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.45288, Head : 0.3942, Avg : 0.42354 + +2023-05-18 23:05:39,918 - ice0003 - [INFO] - [Epoch 146]: Training Loss: 0.0015153, Valid MRR: 0.42723, + + + +2023-05-18 23:05:40,555 - ice0003 - [INFO] - [E:147| 0]: Train Loss:0.0015131, Val MRR:0.42723, ice0003 +2023-05-18 23:06:43,335 - ice0003 - [INFO] - [E:147| 100]: Train Loss:0.0015145, Val MRR:0.42723, ice0003 +2023-05-18 23:07:46,203 - ice0003 - [INFO] - [E:147| 200]: Train Loss:0.0015151, Val MRR:0.42723, ice0003 +2023-05-18 23:08:49,099 - ice0003 - [INFO] - [E:147| 300]: Train Loss:0.0015149, Val MRR:0.42723, ice0003 +2023-05-18 23:09:52,018 - ice0003 - [INFO] - [E:147| 400]: Train Loss:0.0015147, Val MRR:0.42723, ice0003 +2023-05-18 23:10:55,008 - ice0003 - [INFO] - [E:147| 500]: Train Loss:0.0015147, Val MRR:0.42723, ice0003 +2023-05-18 23:11:57,871 - ice0003 - [INFO] - [E:147| 600]: Train Loss:0.001515, Val MRR:0.42723, ice0003 +2023-05-18 23:13:00,673 - ice0003 - [INFO] - [E:147| 700]: Train Loss:0.0015151, Val MRR:0.42723, ice0003 +2023-05-18 23:14:03,482 - ice0003 - [INFO] - [E:147| 800]: Train Loss:0.0015151, Val MRR:0.42723, ice0003 +2023-05-18 23:15:06,303 - ice0003 - [INFO] - [E:147| 900]: Train Loss:0.0015152, Val MRR:0.42723, ice0003 +2023-05-18 23:15:50,454 - ice0003 - [INFO] - [Epoch:147]: Training Loss:0.001515 + +2023-05-18 23:15:50,667 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 23:16:04,207 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 23:16:17,538 - ice0003 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.45133, Head : 0.39518, Avg : 0.42326 + +2023-05-18 23:16:17,538 - ice0003 - [INFO] - [Epoch 147]: Training Loss: 0.0015153, Valid MRR: 0.42723, + + + +2023-05-18 23:16:18,175 - ice0003 - [INFO] - [E:148| 0]: Train Loss:0.0015082, Val MRR:0.42723, ice0003 +2023-05-18 23:17:20,952 - ice0003 - [INFO] - [E:148| 100]: Train Loss:0.0015149, Val MRR:0.42723, ice0003 +2023-05-18 23:18:23,738 - ice0003 - [INFO] - [E:148| 200]: Train Loss:0.0015158, Val MRR:0.42723, ice0003 +2023-05-18 23:19:26,720 - ice0003 - [INFO] - [E:148| 300]: Train Loss:0.0015151, Val MRR:0.42723, ice0003 +2023-05-18 23:20:29,615 - ice0003 - [INFO] - [E:148| 400]: Train Loss:0.0015151, Val MRR:0.42723, ice0003 +2023-05-18 23:21:32,438 - ice0003 - [INFO] - [E:148| 500]: Train Loss:0.0015148, Val MRR:0.42723, ice0003 +2023-05-18 23:22:35,252 - ice0003 - [INFO] - [E:148| 600]: Train Loss:0.0015148, Val MRR:0.42723, ice0003 +2023-05-18 23:23:38,054 - ice0003 - [INFO] - [E:148| 700]: Train Loss:0.001515, Val MRR:0.42723, ice0003 +2023-05-18 23:24:40,838 - ice0003 - [INFO] - [E:148| 800]: Train Loss:0.0015149, Val MRR:0.42723, ice0003 +2023-05-18 23:25:43,616 - ice0003 - [INFO] - [E:148| 900]: Train Loss:0.0015149, Val MRR:0.42723, ice0003 +2023-05-18 23:26:27,765 - ice0003 - [INFO] - [Epoch:148]: Training Loss:0.001515 + +2023-05-18 23:26:27,978 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 23:26:41,519 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 23:26:54,852 - ice0003 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.45699, Head : 0.39827, Avg : 0.42763 + +2023-05-18 23:26:56,407 - ice0003 - [INFO] - [Epoch 148]: Training Loss: 0.0015151, Valid MRR: 0.42763, + + + +2023-05-18 23:26:57,051 - ice0003 - [INFO] - [E:149| 0]: Train Loss:0.0015207, Val MRR:0.42763, ice0003 +2023-05-18 23:27:59,983 - ice0003 - [INFO] - [E:149| 100]: Train Loss:0.0015144, Val MRR:0.42763, ice0003 +2023-05-18 23:29:02,761 - ice0003 - [INFO] - [E:149| 200]: Train Loss:0.0015141, Val MRR:0.42763, ice0003 +2023-05-18 23:30:05,597 - ice0003 - [INFO] - [E:149| 300]: Train Loss:0.0015142, Val MRR:0.42763, ice0003 +2023-05-18 23:31:08,469 - ice0003 - [INFO] - [E:149| 400]: Train Loss:0.0015147, Val MRR:0.42763, ice0003 +2023-05-18 23:32:11,312 - ice0003 - [INFO] - [E:149| 500]: Train Loss:0.0015148, Val MRR:0.42763, ice0003 +2023-05-18 23:33:14,143 - ice0003 - [INFO] - [E:149| 600]: Train Loss:0.001515, Val MRR:0.42763, ice0003 +2023-05-18 23:34:16,939 - ice0003 - [INFO] - [E:149| 700]: Train Loss:0.001515, Val MRR:0.42763, ice0003 +2023-05-18 23:35:19,737 - ice0003 - [INFO] - [E:149| 800]: Train Loss:0.0015149, Val MRR:0.42763, ice0003 +2023-05-18 23:36:22,596 - ice0003 - [INFO] - [E:149| 900]: Train Loss:0.001515, Val MRR:0.42763, ice0003 +2023-05-18 23:37:06,870 - ice0003 - [INFO] - [Epoch:149]: Training Loss:0.001515 + +2023-05-18 23:37:07,083 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 23:37:20,635 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 23:37:33,983 - ice0003 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.45255, Head : 0.39447, Avg : 0.42351 + MR: Tail : 687.61, Head : 794.23, Avg : 740.92 + Hit-1: Tail : 0.36764, Head : 0.31302, Avg : 0.34033 + Hit-3: Tail : 0.49958, Head : 0.43124, Avg : 0.46541 + Hit-10: Tail : 0.6082, Head : 0.54995, Avg : 0.57908 +2023-05-18 23:37:33,983 - ice0003 - [INFO] - [Epoch 149]: Training Loss: 0.001515, Valid MRR: 0.42763, + + + +2023-05-18 23:37:34,627 - ice0003 - [INFO] - [E:150| 0]: Train Loss:0.0015049, Val MRR:0.42763, ice0003 +2023-05-18 23:38:37,523 - ice0003 - [INFO] - [E:150| 100]: Train Loss:0.0015132, Val MRR:0.42763, ice0003 +2023-05-18 23:39:40,435 - ice0003 - [INFO] - [E:150| 200]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-18 23:40:43,362 - ice0003 - [INFO] - [E:150| 300]: Train Loss:0.001514, Val MRR:0.42763, ice0003 +2023-05-18 23:41:46,254 - ice0003 - [INFO] - [E:150| 400]: Train Loss:0.0015147, Val MRR:0.42763, ice0003 +2023-05-18 23:42:49,126 - ice0003 - [INFO] - [E:150| 500]: Train Loss:0.0015146, Val MRR:0.42763, ice0003 +2023-05-18 23:43:52,044 - ice0003 - [INFO] - [E:150| 600]: Train Loss:0.0015148, Val MRR:0.42763, ice0003 +2023-05-18 23:44:54,920 - ice0003 - [INFO] - [E:150| 700]: Train Loss:0.0015148, Val MRR:0.42763, ice0003 +2023-05-18 23:45:57,839 - ice0003 - [INFO] - [E:150| 800]: Train Loss:0.0015148, Val MRR:0.42763, ice0003 +2023-05-18 23:47:00,683 - ice0003 - [INFO] - [E:150| 900]: Train Loss:0.001515, Val MRR:0.42763, ice0003 +2023-05-18 23:47:44,861 - ice0003 - [INFO] - [Epoch:150]: Training Loss:0.001515 + +2023-05-18 23:47:45,073 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 23:47:58,614 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 23:48:11,949 - ice0003 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.45148, Head : 0.39106, Avg : 0.42127 + +2023-05-18 23:48:11,950 - ice0003 - [INFO] - [Epoch 150]: Training Loss: 0.001515, Valid MRR: 0.42763, + + + +2023-05-18 23:48:12,592 - ice0003 - [INFO] - [E:151| 0]: Train Loss:0.0015041, Val MRR:0.42763, ice0003 +2023-05-18 23:49:15,532 - ice0003 - [INFO] - [E:151| 100]: Train Loss:0.0015129, Val MRR:0.42763, ice0003 +2023-05-18 23:50:18,434 - ice0003 - [INFO] - [E:151| 200]: Train Loss:0.0015133, Val MRR:0.42763, ice0003 +2023-05-18 23:51:21,377 - ice0003 - [INFO] - [E:151| 300]: Train Loss:0.0015137, Val MRR:0.42763, ice0003 +2023-05-18 23:52:24,297 - ice0003 - [INFO] - [E:151| 400]: Train Loss:0.0015139, Val MRR:0.42763, ice0003 +2023-05-18 23:53:27,276 - ice0003 - [INFO] - [E:151| 500]: Train Loss:0.001514, Val MRR:0.42763, ice0003 +2023-05-18 23:54:30,112 - ice0003 - [INFO] - [E:151| 600]: Train Loss:0.0015141, Val MRR:0.42763, ice0003 +2023-05-18 23:55:32,894 - ice0003 - [INFO] - [E:151| 700]: Train Loss:0.0015142, Val MRR:0.42763, ice0003 +2023-05-18 23:56:35,798 - ice0003 - [INFO] - [E:151| 800]: Train Loss:0.0015142, Val MRR:0.42763, ice0003 +2023-05-18 23:57:38,693 - ice0003 - [INFO] - [E:151| 900]: Train Loss:0.0015142, Val MRR:0.42763, ice0003 +2023-05-18 23:58:22,936 - ice0003 - [INFO] - [Epoch:151]: Training Loss:0.001514 + +2023-05-18 23:58:23,148 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-18 23:58:36,687 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-18 23:58:50,037 - ice0003 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.45431, Head : 0.39605, Avg : 0.42518 + +2023-05-18 23:58:50,037 - ice0003 - [INFO] - [Epoch 151]: Training Loss: 0.0015143, Valid MRR: 0.42763, + + + +2023-05-18 23:58:50,677 - ice0003 - [INFO] - [E:152| 0]: Train Loss:0.0015198, Val MRR:0.42763, ice0003 +2023-05-18 23:59:53,597 - ice0003 - [INFO] - [E:152| 100]: Train Loss:0.0015163, Val MRR:0.42763, ice0003 +2023-05-19 00:00:56,507 - ice0003 - [INFO] - [E:152| 200]: Train Loss:0.0015143, Val MRR:0.42763, ice0003 +2023-05-19 00:01:59,416 - ice0003 - [INFO] - [E:152| 300]: Train Loss:0.0015144, Val MRR:0.42763, ice0003 +2023-05-19 00:03:02,340 - ice0003 - [INFO] - [E:152| 400]: Train Loss:0.0015141, Val MRR:0.42763, ice0003 +2023-05-19 00:04:05,215 - ice0003 - [INFO] - [E:152| 500]: Train Loss:0.0015142, Val MRR:0.42763, ice0003 +2023-05-19 00:05:08,098 - ice0003 - [INFO] - [E:152| 600]: Train Loss:0.0015142, Val MRR:0.42763, ice0003 +2023-05-19 00:06:10,908 - ice0003 - [INFO] - [E:152| 700]: Train Loss:0.0015141, Val MRR:0.42763, ice0003 +2023-05-19 00:07:13,704 - ice0003 - [INFO] - [E:152| 800]: Train Loss:0.0015143, Val MRR:0.42763, ice0003 +2023-05-19 00:08:16,502 - ice0003 - [INFO] - [E:152| 900]: Train Loss:0.0015143, Val MRR:0.42763, ice0003 +2023-05-19 00:09:00,650 - ice0003 - [INFO] - [Epoch:152]: Training Loss:0.001514 + +2023-05-19 00:09:00,863 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 00:09:14,398 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 00:09:27,720 - ice0003 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.45829, Head : 0.39603, Avg : 0.42716 + +2023-05-19 00:09:27,720 - ice0003 - [INFO] - [Epoch 152]: Training Loss: 0.0015144, Valid MRR: 0.42763, + + + +2023-05-19 00:09:28,358 - ice0003 - [INFO] - [E:153| 0]: Train Loss:0.001515, Val MRR:0.42763, ice0003 +2023-05-19 00:10:31,142 - ice0003 - [INFO] - [E:153| 100]: Train Loss:0.0015125, Val MRR:0.42763, ice0003 +2023-05-19 00:11:34,105 - ice0003 - [INFO] - [E:153| 200]: Train Loss:0.0015128, Val MRR:0.42763, ice0003 +2023-05-19 00:12:36,971 - ice0003 - [INFO] - [E:153| 300]: Train Loss:0.0015129, Val MRR:0.42763, ice0003 +2023-05-19 00:13:39,882 - ice0003 - [INFO] - [E:153| 400]: Train Loss:0.0015131, Val MRR:0.42763, ice0003 +2023-05-19 00:14:42,792 - ice0003 - [INFO] - [E:153| 500]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-19 00:15:45,681 - ice0003 - [INFO] - [E:153| 600]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-19 00:16:48,551 - ice0003 - [INFO] - [E:153| 700]: Train Loss:0.0015139, Val MRR:0.42763, ice0003 +2023-05-19 00:17:51,474 - ice0003 - [INFO] - [E:153| 800]: Train Loss:0.001514, Val MRR:0.42763, ice0003 +2023-05-19 00:18:54,347 - ice0003 - [INFO] - [E:153| 900]: Train Loss:0.0015142, Val MRR:0.42763, ice0003 +2023-05-19 00:19:38,642 - ice0003 - [INFO] - [Epoch:153]: Training Loss:0.001514 + +2023-05-19 00:19:38,854 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 00:19:52,395 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 00:20:05,735 - ice0003 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.45415, Head : 0.39479, Avg : 0.42447 + +2023-05-19 00:20:05,735 - ice0003 - [INFO] - [Epoch 153]: Training Loss: 0.0015142, Valid MRR: 0.42763, + + + +2023-05-19 00:20:06,373 - ice0003 - [INFO] - [E:154| 0]: Train Loss:0.0015166, Val MRR:0.42763, ice0003 +2023-05-19 00:21:09,203 - ice0003 - [INFO] - [E:154| 100]: Train Loss:0.0015137, Val MRR:0.42763, ice0003 +2023-05-19 00:22:12,195 - ice0003 - [INFO] - [E:154| 200]: Train Loss:0.0015138, Val MRR:0.42763, ice0003 +2023-05-19 00:23:15,157 - ice0003 - [INFO] - [E:154| 300]: Train Loss:0.001513, Val MRR:0.42763, ice0003 +2023-05-19 00:24:18,102 - ice0003 - [INFO] - [E:154| 400]: Train Loss:0.0015131, Val MRR:0.42763, ice0003 +2023-05-19 00:25:20,994 - ice0003 - [INFO] - [E:154| 500]: Train Loss:0.0015133, Val MRR:0.42763, ice0003 +2023-05-19 00:26:23,922 - ice0003 - [INFO] - [E:154| 600]: Train Loss:0.0015134, Val MRR:0.42763, ice0003 +2023-05-19 00:27:26,824 - ice0003 - [INFO] - [E:154| 700]: Train Loss:0.0015136, Val MRR:0.42763, ice0003 +2023-05-19 00:28:29,754 - ice0003 - [INFO] - [E:154| 800]: Train Loss:0.0015137, Val MRR:0.42763, ice0003 +2023-05-19 00:29:32,586 - ice0003 - [INFO] - [E:154| 900]: Train Loss:0.0015139, Val MRR:0.42763, ice0003 +2023-05-19 00:30:16,794 - ice0003 - [INFO] - [Epoch:154]: Training Loss:0.001514 + +2023-05-19 00:30:17,008 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 00:30:30,548 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 00:30:43,890 - ice0003 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.45565, Head : 0.39629, Avg : 0.42597 + +2023-05-19 00:30:43,890 - ice0003 - [INFO] - [Epoch 154]: Training Loss: 0.0015139, Valid MRR: 0.42763, + + + +2023-05-19 00:30:44,530 - ice0003 - [INFO] - [E:155| 0]: Train Loss:0.0015057, Val MRR:0.42763, ice0003 +2023-05-19 00:31:47,458 - ice0003 - [INFO] - [E:155| 100]: Train Loss:0.0015148, Val MRR:0.42763, ice0003 +2023-05-19 00:32:50,383 - ice0003 - [INFO] - [E:155| 200]: Train Loss:0.0015137, Val MRR:0.42763, ice0003 +2023-05-19 00:33:53,295 - ice0003 - [INFO] - [E:155| 300]: Train Loss:0.0015131, Val MRR:0.42763, ice0003 +2023-05-19 00:34:56,205 - ice0003 - [INFO] - [E:155| 400]: Train Loss:0.0015132, Val MRR:0.42763, ice0003 +2023-05-19 00:35:59,048 - ice0003 - [INFO] - [E:155| 500]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-19 00:37:01,886 - ice0003 - [INFO] - [E:155| 600]: Train Loss:0.0015138, Val MRR:0.42763, ice0003 +2023-05-19 00:38:04,677 - ice0003 - [INFO] - [E:155| 700]: Train Loss:0.0015137, Val MRR:0.42763, ice0003 +2023-05-19 00:39:07,502 - ice0003 - [INFO] - [E:155| 800]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-19 00:40:10,303 - ice0003 - [INFO] - [E:155| 900]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-19 00:40:54,455 - ice0003 - [INFO] - [Epoch:155]: Training Loss:0.001514 + +2023-05-19 00:40:54,668 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 00:41:08,203 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 00:41:21,539 - ice0003 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.45235, Head : 0.39558, Avg : 0.42396 + +2023-05-19 00:41:21,539 - ice0003 - [INFO] - [Epoch 155]: Training Loss: 0.0015136, Valid MRR: 0.42763, + + + +2023-05-19 00:41:22,180 - ice0003 - [INFO] - [E:156| 0]: Train Loss:0.0015253, Val MRR:0.42763, ice0003 +2023-05-19 00:42:24,972 - ice0003 - [INFO] - [E:156| 100]: Train Loss:0.0015142, Val MRR:0.42763, ice0003 +2023-05-19 00:43:27,753 - ice0003 - [INFO] - [E:156| 200]: Train Loss:0.0015141, Val MRR:0.42763, ice0003 +2023-05-19 00:44:30,542 - ice0003 - [INFO] - [E:156| 300]: Train Loss:0.0015136, Val MRR:0.42763, ice0003 +2023-05-19 00:45:33,540 - ice0003 - [INFO] - [E:156| 400]: Train Loss:0.0015137, Val MRR:0.42763, ice0003 +2023-05-19 00:46:36,356 - ice0003 - [INFO] - [E:156| 500]: Train Loss:0.0015136, Val MRR:0.42763, ice0003 +2023-05-19 00:47:39,169 - ice0003 - [INFO] - [E:156| 600]: Train Loss:0.0015136, Val MRR:0.42763, ice0003 +2023-05-19 00:48:41,942 - ice0003 - [INFO] - [E:156| 700]: Train Loss:0.0015136, Val MRR:0.42763, ice0003 +2023-05-19 00:49:44,772 - ice0003 - [INFO] - [E:156| 800]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-19 00:50:47,562 - ice0003 - [INFO] - [E:156| 900]: Train Loss:0.0015136, Val MRR:0.42763, ice0003 +2023-05-19 00:51:31,730 - ice0003 - [INFO] - [Epoch:156]: Training Loss:0.001514 + +2023-05-19 00:51:31,942 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 00:51:45,469 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 00:51:58,786 - ice0003 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.45684, Head : 0.39465, Avg : 0.42575 + +2023-05-19 00:51:58,786 - ice0003 - [INFO] - [Epoch 156]: Training Loss: 0.0015136, Valid MRR: 0.42763, + + + +2023-05-19 00:51:59,426 - ice0003 - [INFO] - [E:157| 0]: Train Loss:0.0015175, Val MRR:0.42763, ice0003 +2023-05-19 00:53:02,207 - ice0003 - [INFO] - [E:157| 100]: Train Loss:0.0015133, Val MRR:0.42763, ice0003 +2023-05-19 00:54:05,095 - ice0003 - [INFO] - [E:157| 200]: Train Loss:0.0015133, Val MRR:0.42763, ice0003 +2023-05-19 00:55:07,897 - ice0003 - [INFO] - [E:157| 300]: Train Loss:0.0015131, Val MRR:0.42763, ice0003 +2023-05-19 00:56:10,660 - ice0003 - [INFO] - [E:157| 400]: Train Loss:0.0015134, Val MRR:0.42763, ice0003 +2023-05-19 00:57:13,468 - ice0003 - [INFO] - [E:157| 500]: Train Loss:0.0015132, Val MRR:0.42763, ice0003 +2023-05-19 00:58:16,297 - ice0003 - [INFO] - [E:157| 600]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-19 00:59:19,097 - ice0003 - [INFO] - [E:157| 700]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-19 01:00:21,949 - ice0003 - [INFO] - [E:157| 800]: Train Loss:0.0015137, Val MRR:0.42763, ice0003 +2023-05-19 01:01:24,780 - ice0003 - [INFO] - [E:157| 900]: Train Loss:0.0015135, Val MRR:0.42763, ice0003 +2023-05-19 01:02:08,980 - ice0003 - [INFO] - [Epoch:157]: Training Loss:0.001514 + +2023-05-19 01:02:09,193 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 01:02:22,799 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 01:02:36,136 - ice0003 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.45823, Head : 0.39867, Avg : 0.42845 + +2023-05-19 01:02:37,429 - ice0003 - [INFO] - [Epoch 157]: Training Loss: 0.0015136, Valid MRR: 0.42845, + + + +2023-05-19 01:02:38,079 - ice0003 - [INFO] - [E:158| 0]: Train Loss:0.0015108, Val MRR:0.42845, ice0003 +2023-05-19 01:03:40,878 - ice0003 - [INFO] - [E:158| 100]: Train Loss:0.0015119, Val MRR:0.42845, ice0003 +2023-05-19 01:04:43,673 - ice0003 - [INFO] - [E:158| 200]: Train Loss:0.001513, Val MRR:0.42845, ice0003 +2023-05-19 01:05:46,450 - ice0003 - [INFO] - [E:158| 300]: Train Loss:0.001513, Val MRR:0.42845, ice0003 +2023-05-19 01:06:49,256 - ice0003 - [INFO] - [E:158| 400]: Train Loss:0.001513, Val MRR:0.42845, ice0003 +2023-05-19 01:07:52,022 - ice0003 - [INFO] - [E:158| 500]: Train Loss:0.0015131, Val MRR:0.42845, ice0003 +2023-05-19 01:08:54,805 - ice0003 - [INFO] - [E:158| 600]: Train Loss:0.001513, Val MRR:0.42845, ice0003 +2023-05-19 01:09:57,585 - ice0003 - [INFO] - [E:158| 700]: Train Loss:0.0015129, Val MRR:0.42845, ice0003 +2023-05-19 01:11:00,518 - ice0003 - [INFO] - [E:158| 800]: Train Loss:0.001513, Val MRR:0.42845, ice0003 +2023-05-19 01:12:03,365 - ice0003 - [INFO] - [E:158| 900]: Train Loss:0.0015131, Val MRR:0.42845, ice0003 +2023-05-19 01:12:47,539 - ice0003 - [INFO] - [Epoch:158]: Training Loss:0.001513 + +2023-05-19 01:12:47,751 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 01:13:01,284 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 01:13:14,616 - ice0003 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.45492, Head : 0.39676, Avg : 0.42584 + +2023-05-19 01:13:14,616 - ice0003 - [INFO] - [Epoch 158]: Training Loss: 0.0015131, Valid MRR: 0.42845, + + + +2023-05-19 01:13:15,253 - ice0003 - [INFO] - [E:159| 0]: Train Loss:0.0015009, Val MRR:0.42845, ice0003 +2023-05-19 01:14:18,057 - ice0003 - [INFO] - [E:159| 100]: Train Loss:0.0015118, Val MRR:0.42845, ice0003 +2023-05-19 01:15:20,881 - ice0003 - [INFO] - [E:159| 200]: Train Loss:0.0015115, Val MRR:0.42845, ice0003 +2023-05-19 01:16:23,672 - ice0003 - [INFO] - [E:159| 300]: Train Loss:0.0015117, Val MRR:0.42845, ice0003 +2023-05-19 01:17:26,499 - ice0003 - [INFO] - [E:159| 400]: Train Loss:0.0015123, Val MRR:0.42845, ice0003 +2023-05-19 01:18:29,274 - ice0003 - [INFO] - [E:159| 500]: Train Loss:0.0015121, Val MRR:0.42845, ice0003 +2023-05-19 01:19:32,132 - ice0003 - [INFO] - [E:159| 600]: Train Loss:0.0015121, Val MRR:0.42845, ice0003 +2023-05-19 01:20:34,951 - ice0003 - [INFO] - [E:159| 700]: Train Loss:0.0015126, Val MRR:0.42845, ice0003 +2023-05-19 01:21:37,752 - ice0003 - [INFO] - [E:159| 800]: Train Loss:0.0015125, Val MRR:0.42845, ice0003 +2023-05-19 01:22:40,537 - ice0003 - [INFO] - [E:159| 900]: Train Loss:0.0015127, Val MRR:0.42845, ice0003 +2023-05-19 01:23:24,680 - ice0003 - [INFO] - [Epoch:159]: Training Loss:0.001513 + +2023-05-19 01:23:24,892 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 01:23:38,425 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 01:23:51,761 - ice0003 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.45422, Head : 0.39768, Avg : 0.42595 + MR: Tail : 699.64, Head : 798.16, Avg : 748.9 + Hit-1: Tail : 0.36958, Head : 0.31472, Avg : 0.34215 + Hit-3: Tail : 0.50285, Head : 0.43937, Avg : 0.47111 + Hit-10: Tail : 0.60881, Head : 0.55516, Avg : 0.58199 +2023-05-19 01:23:51,761 - ice0003 - [INFO] - [Epoch 159]: Training Loss: 0.0015129, Valid MRR: 0.42845, + + + +2023-05-19 01:23:52,413 - ice0003 - [INFO] - [E:160| 0]: Train Loss:0.0015014, Val MRR:0.42845, ice0003 +2023-05-19 01:24:55,340 - ice0003 - [INFO] - [E:160| 100]: Train Loss:0.0015103, Val MRR:0.42845, ice0003 +2023-05-19 01:25:58,237 - ice0003 - [INFO] - [E:160| 200]: Train Loss:0.0015113, Val MRR:0.42845, ice0003 +2023-05-19 01:27:01,121 - ice0003 - [INFO] - [E:160| 300]: Train Loss:0.0015117, Val MRR:0.42845, ice0003 +2023-05-19 01:28:04,041 - ice0003 - [INFO] - [E:160| 400]: Train Loss:0.0015118, Val MRR:0.42845, ice0003 +2023-05-19 01:29:06,955 - ice0003 - [INFO] - [E:160| 500]: Train Loss:0.0015122, Val MRR:0.42845, ice0003 +2023-05-19 01:30:09,787 - ice0003 - [INFO] - [E:160| 600]: Train Loss:0.0015122, Val MRR:0.42845, ice0003 +2023-05-19 01:31:12,692 - ice0003 - [INFO] - [E:160| 700]: Train Loss:0.0015124, Val MRR:0.42845, ice0003 +2023-05-19 01:32:15,540 - ice0003 - [INFO] - [E:160| 800]: Train Loss:0.0015125, Val MRR:0.42845, ice0003 +2023-05-19 01:33:18,339 - ice0003 - [INFO] - [E:160| 900]: Train Loss:0.0015125, Val MRR:0.42845, ice0003 +2023-05-19 01:34:02,493 - ice0003 - [INFO] - [Epoch:160]: Training Loss:0.001513 + +2023-05-19 01:34:02,705 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 01:34:16,241 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 01:34:29,568 - ice0003 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.45722, Head : 0.39832, Avg : 0.42777 + +2023-05-19 01:34:29,568 - ice0003 - [INFO] - [Epoch 160]: Training Loss: 0.0015126, Valid MRR: 0.42845, + + + +2023-05-19 01:34:30,205 - ice0003 - [INFO] - [E:161| 0]: Train Loss:0.0015182, Val MRR:0.42845, ice0003 +2023-05-19 01:35:33,013 - ice0003 - [INFO] - [E:161| 100]: Train Loss:0.0015123, Val MRR:0.42845, ice0003 +2023-05-19 01:36:35,811 - ice0003 - [INFO] - [E:161| 200]: Train Loss:0.0015122, Val MRR:0.42845, ice0003 +2023-05-19 01:37:38,824 - ice0003 - [INFO] - [E:161| 300]: Train Loss:0.0015119, Val MRR:0.42845, ice0003 +2023-05-19 01:38:41,777 - ice0003 - [INFO] - [E:161| 400]: Train Loss:0.0015121, Val MRR:0.42845, ice0003 +2023-05-19 01:39:44,726 - ice0003 - [INFO] - [E:161| 500]: Train Loss:0.0015123, Val MRR:0.42845, ice0003 +2023-05-19 01:40:47,659 - ice0003 - [INFO] - [E:161| 600]: Train Loss:0.0015126, Val MRR:0.42845, ice0003 +2023-05-19 01:41:50,614 - ice0003 - [INFO] - [E:161| 700]: Train Loss:0.0015125, Val MRR:0.42845, ice0003 +2023-05-19 01:42:53,597 - ice0003 - [INFO] - [E:161| 800]: Train Loss:0.0015125, Val MRR:0.42845, ice0003 +2023-05-19 01:43:56,554 - ice0003 - [INFO] - [E:161| 900]: Train Loss:0.0015127, Val MRR:0.42845, ice0003 +2023-05-19 01:44:40,824 - ice0003 - [INFO] - [Epoch:161]: Training Loss:0.001513 + +2023-05-19 01:44:41,036 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 01:44:54,602 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 01:45:07,954 - ice0003 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.45546, Head : 0.39313, Avg : 0.4243 + +2023-05-19 01:45:07,955 - ice0003 - [INFO] - [Epoch 161]: Training Loss: 0.0015127, Valid MRR: 0.42845, + + + +2023-05-19 01:45:08,591 - ice0003 - [INFO] - [E:162| 0]: Train Loss:0.0015174, Val MRR:0.42845, ice0003 +2023-05-19 01:46:11,501 - ice0003 - [INFO] - [E:162| 100]: Train Loss:0.0015113, Val MRR:0.42845, ice0003 +2023-05-19 01:47:14,308 - ice0003 - [INFO] - [E:162| 200]: Train Loss:0.001512, Val MRR:0.42845, ice0003 +2023-05-19 01:48:17,110 - ice0003 - [INFO] - [E:162| 300]: Train Loss:0.001512, Val MRR:0.42845, ice0003 +2023-05-19 01:49:19,890 - ice0003 - [INFO] - [E:162| 400]: Train Loss:0.0015119, Val MRR:0.42845, ice0003 +2023-05-19 01:50:22,827 - ice0003 - [INFO] - [E:162| 500]: Train Loss:0.0015121, Val MRR:0.42845, ice0003 +2023-05-19 01:51:25,774 - ice0003 - [INFO] - [E:162| 600]: Train Loss:0.0015123, Val MRR:0.42845, ice0003 +2023-05-19 01:52:28,740 - ice0003 - [INFO] - [E:162| 700]: Train Loss:0.0015123, Val MRR:0.42845, ice0003 +2023-05-19 01:53:31,699 - ice0003 - [INFO] - [E:162| 800]: Train Loss:0.0015124, Val MRR:0.42845, ice0003 +2023-05-19 01:54:34,790 - ice0003 - [INFO] - [E:162| 900]: Train Loss:0.0015125, Val MRR:0.42845, ice0003 +2023-05-19 01:55:19,049 - ice0003 - [INFO] - [Epoch:162]: Training Loss:0.001512 + +2023-05-19 01:55:19,261 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 01:55:32,817 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 01:55:46,148 - ice0003 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.45366, Head : 0.39016, Avg : 0.42191 + +2023-05-19 01:55:46,148 - ice0003 - [INFO] - [Epoch 162]: Training Loss: 0.0015124, Valid MRR: 0.42845, + + + +2023-05-19 01:55:46,786 - ice0003 - [INFO] - [E:163| 0]: Train Loss:0.0014989, Val MRR:0.42845, ice0003 +2023-05-19 01:56:49,754 - ice0003 - [INFO] - [E:163| 100]: Train Loss:0.0015114, Val MRR:0.42845, ice0003 +2023-05-19 01:57:52,729 - ice0003 - [INFO] - [E:163| 200]: Train Loss:0.0015121, Val MRR:0.42845, ice0003 +2023-05-19 01:58:55,613 - ice0003 - [INFO] - [E:163| 300]: Train Loss:0.0015118, Val MRR:0.42845, ice0003 +2023-05-19 01:59:58,522 - ice0003 - [INFO] - [E:163| 400]: Train Loss:0.0015116, Val MRR:0.42845, ice0003 +2023-05-19 02:01:01,325 - ice0003 - [INFO] - [E:163| 500]: Train Loss:0.0015116, Val MRR:0.42845, ice0003 +2023-05-19 02:02:04,154 - ice0003 - [INFO] - [E:163| 600]: Train Loss:0.0015118, Val MRR:0.42845, ice0003 +2023-05-19 02:03:07,122 - ice0003 - [INFO] - [E:163| 700]: Train Loss:0.0015117, Val MRR:0.42845, ice0003 +2023-05-19 02:04:10,068 - ice0003 - [INFO] - [E:163| 800]: Train Loss:0.0015118, Val MRR:0.42845, ice0003 +2023-05-19 02:05:13,020 - ice0003 - [INFO] - [E:163| 900]: Train Loss:0.0015119, Val MRR:0.42845, ice0003 +2023-05-19 02:05:57,303 - ice0003 - [INFO] - [Epoch:163]: Training Loss:0.001512 + +2023-05-19 02:05:57,515 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 02:06:11,056 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 02:06:24,408 - ice0003 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.45671, Head : 0.39657, Avg : 0.42664 + +2023-05-19 02:06:24,408 - ice0003 - [INFO] - [Epoch 163]: Training Loss: 0.001512, Valid MRR: 0.42845, + + + +2023-05-19 02:06:25,047 - ice0003 - [INFO] - [E:164| 0]: Train Loss:0.0014943, Val MRR:0.42845, ice0003 +2023-05-19 02:07:27,996 - ice0003 - [INFO] - [E:164| 100]: Train Loss:0.0015123, Val MRR:0.42845, ice0003 +2023-05-19 02:08:30,958 - ice0003 - [INFO] - [E:164| 200]: Train Loss:0.0015119, Val MRR:0.42845, ice0003 +2023-05-19 02:09:33,951 - ice0003 - [INFO] - [E:164| 300]: Train Loss:0.0015116, Val MRR:0.42845, ice0003 +2023-05-19 02:10:36,921 - ice0003 - [INFO] - [E:164| 400]: Train Loss:0.0015117, Val MRR:0.42845, ice0003 +2023-05-19 02:11:40,003 - ice0003 - [INFO] - [E:164| 500]: Train Loss:0.0015117, Val MRR:0.42845, ice0003 +2023-05-19 02:12:42,866 - ice0003 - [INFO] - [E:164| 600]: Train Loss:0.0015118, Val MRR:0.42845, ice0003 +2023-05-19 02:13:45,801 - ice0003 - [INFO] - [E:164| 700]: Train Loss:0.0015119, Val MRR:0.42845, ice0003 +2023-05-19 02:14:48,695 - ice0003 - [INFO] - [E:164| 800]: Train Loss:0.0015118, Val MRR:0.42845, ice0003 +2023-05-19 02:15:51,609 - ice0003 - [INFO] - [E:164| 900]: Train Loss:0.0015119, Val MRR:0.42845, ice0003 +2023-05-19 02:16:35,868 - ice0003 - [INFO] - [Epoch:164]: Training Loss:0.001512 + +2023-05-19 02:16:36,081 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 02:16:49,625 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 02:17:02,961 - ice0003 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.45338, Head : 0.39349, Avg : 0.42344 + +2023-05-19 02:17:02,961 - ice0003 - [INFO] - [Epoch 164]: Training Loss: 0.001512, Valid MRR: 0.42845, + + + +2023-05-19 02:17:03,598 - ice0003 - [INFO] - [E:165| 0]: Train Loss:0.0015039, Val MRR:0.42845, ice0003 +2023-05-19 02:18:06,545 - ice0003 - [INFO] - [E:165| 100]: Train Loss:0.0015097, Val MRR:0.42845, ice0003 +2023-05-19 02:19:09,510 - ice0003 - [INFO] - [E:165| 200]: Train Loss:0.0015105, Val MRR:0.42845, ice0003 +2023-05-19 02:20:12,478 - ice0003 - [INFO] - [E:165| 300]: Train Loss:0.0015108, Val MRR:0.42845, ice0003 +2023-05-19 02:21:15,453 - ice0003 - [INFO] - [E:165| 400]: Train Loss:0.0015114, Val MRR:0.42845, ice0003 +2023-05-19 02:22:18,418 - ice0003 - [INFO] - [E:165| 500]: Train Loss:0.0015114, Val MRR:0.42845, ice0003 +2023-05-19 02:23:21,384 - ice0003 - [INFO] - [E:165| 600]: Train Loss:0.0015114, Val MRR:0.42845, ice0003 +2023-05-19 02:24:24,330 - ice0003 - [INFO] - [E:165| 700]: Train Loss:0.0015116, Val MRR:0.42845, ice0003 +2023-05-19 02:25:27,284 - ice0003 - [INFO] - [E:165| 800]: Train Loss:0.0015116, Val MRR:0.42845, ice0003 +2023-05-19 02:26:30,198 - ice0003 - [INFO] - [E:165| 900]: Train Loss:0.0015117, Val MRR:0.42845, ice0003 +2023-05-19 02:27:14,413 - ice0003 - [INFO] - [Epoch:165]: Training Loss:0.001512 + +2023-05-19 02:27:14,625 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 02:27:28,164 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 02:27:41,519 - ice0003 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.45874, Head : 0.39517, Avg : 0.42696 + +2023-05-19 02:27:41,519 - ice0003 - [INFO] - [Epoch 165]: Training Loss: 0.0015119, Valid MRR: 0.42845, + + + +2023-05-19 02:27:42,156 - ice0003 - [INFO] - [E:166| 0]: Train Loss:0.0015171, Val MRR:0.42845, ice0003 +2023-05-19 02:28:45,118 - ice0003 - [INFO] - [E:166| 100]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 02:29:47,960 - ice0003 - [INFO] - [E:166| 200]: Train Loss:0.0015112, Val MRR:0.42845, ice0003 +2023-05-19 02:30:50,893 - ice0003 - [INFO] - [E:166| 300]: Train Loss:0.0015112, Val MRR:0.42845, ice0003 +2023-05-19 02:31:53,818 - ice0003 - [INFO] - [E:166| 400]: Train Loss:0.0015112, Val MRR:0.42845, ice0003 +2023-05-19 02:32:56,782 - ice0003 - [INFO] - [E:166| 500]: Train Loss:0.001511, Val MRR:0.42845, ice0003 +2023-05-19 02:33:59,757 - ice0003 - [INFO] - [E:166| 600]: Train Loss:0.0015112, Val MRR:0.42845, ice0003 +2023-05-19 02:35:02,670 - ice0003 - [INFO] - [E:166| 700]: Train Loss:0.0015111, Val MRR:0.42845, ice0003 +2023-05-19 02:36:05,633 - ice0003 - [INFO] - [E:166| 800]: Train Loss:0.0015112, Val MRR:0.42845, ice0003 +2023-05-19 02:37:08,676 - ice0003 - [INFO] - [E:166| 900]: Train Loss:0.0015113, Val MRR:0.42845, ice0003 +2023-05-19 02:37:52,873 - ice0003 - [INFO] - [Epoch:166]: Training Loss:0.001511 + +2023-05-19 02:37:53,085 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 02:38:06,626 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 02:38:19,954 - ice0003 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.4564, Head : 0.39764, Avg : 0.42702 + +2023-05-19 02:38:19,954 - ice0003 - [INFO] - [Epoch 166]: Training Loss: 0.0015114, Valid MRR: 0.42845, + + + +2023-05-19 02:38:20,590 - ice0003 - [INFO] - [E:167| 0]: Train Loss:0.0014988, Val MRR:0.42845, ice0003 +2023-05-19 02:39:23,404 - ice0003 - [INFO] - [E:167| 100]: Train Loss:0.0015109, Val MRR:0.42845, ice0003 +2023-05-19 02:40:26,217 - ice0003 - [INFO] - [E:167| 200]: Train Loss:0.0015111, Val MRR:0.42845, ice0003 +2023-05-19 02:41:29,042 - ice0003 - [INFO] - [E:167| 300]: Train Loss:0.0015112, Val MRR:0.42845, ice0003 +2023-05-19 02:42:31,889 - ice0003 - [INFO] - [E:167| 400]: Train Loss:0.0015111, Val MRR:0.42845, ice0003 +2023-05-19 02:43:34,707 - ice0003 - [INFO] - [E:167| 500]: Train Loss:0.0015114, Val MRR:0.42845, ice0003 +2023-05-19 02:44:37,514 - ice0003 - [INFO] - [E:167| 600]: Train Loss:0.0015115, Val MRR:0.42845, ice0003 +2023-05-19 02:45:40,370 - ice0003 - [INFO] - [E:167| 700]: Train Loss:0.0015115, Val MRR:0.42845, ice0003 +2023-05-19 02:46:43,195 - ice0003 - [INFO] - [E:167| 800]: Train Loss:0.0015112, Val MRR:0.42845, ice0003 +2023-05-19 02:47:46,010 - ice0003 - [INFO] - [E:167| 900]: Train Loss:0.0015113, Val MRR:0.42845, ice0003 +2023-05-19 02:48:30,167 - ice0003 - [INFO] - [Epoch:167]: Training Loss:0.001511 + +2023-05-19 02:48:30,380 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 02:48:43,917 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 02:48:57,250 - ice0003 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.457, Head : 0.39892, Avg : 0.42796 + +2023-05-19 02:48:57,250 - ice0003 - [INFO] - [Epoch 167]: Training Loss: 0.0015114, Valid MRR: 0.42845, + + + +2023-05-19 02:48:57,889 - ice0003 - [INFO] - [E:168| 0]: Train Loss:0.0015176, Val MRR:0.42845, ice0003 +2023-05-19 02:50:00,717 - ice0003 - [INFO] - [E:168| 100]: Train Loss:0.0015097, Val MRR:0.42845, ice0003 +2023-05-19 02:51:03,521 - ice0003 - [INFO] - [E:168| 200]: Train Loss:0.00151, Val MRR:0.42845, ice0003 +2023-05-19 02:52:06,352 - ice0003 - [INFO] - [E:168| 300]: Train Loss:0.0015103, Val MRR:0.42845, ice0003 +2023-05-19 02:53:09,186 - ice0003 - [INFO] - [E:168| 400]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 02:54:12,056 - ice0003 - [INFO] - [E:168| 500]: Train Loss:0.0015103, Val MRR:0.42845, ice0003 +2023-05-19 02:55:14,888 - ice0003 - [INFO] - [E:168| 600]: Train Loss:0.0015107, Val MRR:0.42845, ice0003 +2023-05-19 02:56:17,712 - ice0003 - [INFO] - [E:168| 700]: Train Loss:0.0015109, Val MRR:0.42845, ice0003 +2023-05-19 02:57:20,568 - ice0003 - [INFO] - [E:168| 800]: Train Loss:0.001511, Val MRR:0.42845, ice0003 +2023-05-19 02:58:23,330 - ice0003 - [INFO] - [E:168| 900]: Train Loss:0.001511, Val MRR:0.42845, ice0003 +2023-05-19 02:59:07,581 - ice0003 - [INFO] - [Epoch:168]: Training Loss:0.001511 + +2023-05-19 02:59:07,795 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 02:59:21,329 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 02:59:34,651 - ice0003 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.451, Head : 0.39349, Avg : 0.42224 + +2023-05-19 02:59:34,651 - ice0003 - [INFO] - [Epoch 168]: Training Loss: 0.0015112, Valid MRR: 0.42845, + + + +2023-05-19 02:59:35,287 - ice0003 - [INFO] - [E:169| 0]: Train Loss:0.0015064, Val MRR:0.42845, ice0003 +2023-05-19 03:00:38,172 - ice0003 - [INFO] - [E:169| 100]: Train Loss:0.0015105, Val MRR:0.42845, ice0003 +2023-05-19 03:01:41,082 - ice0003 - [INFO] - [E:169| 200]: Train Loss:0.0015109, Val MRR:0.42845, ice0003 +2023-05-19 03:02:44,010 - ice0003 - [INFO] - [E:169| 300]: Train Loss:0.0015109, Val MRR:0.42845, ice0003 +2023-05-19 03:03:46,898 - ice0003 - [INFO] - [E:169| 400]: Train Loss:0.0015107, Val MRR:0.42845, ice0003 +2023-05-19 03:04:49,672 - ice0003 - [INFO] - [E:169| 500]: Train Loss:0.001511, Val MRR:0.42845, ice0003 +2023-05-19 03:05:52,482 - ice0003 - [INFO] - [E:169| 600]: Train Loss:0.0015109, Val MRR:0.42845, ice0003 +2023-05-19 03:06:55,284 - ice0003 - [INFO] - [E:169| 700]: Train Loss:0.0015109, Val MRR:0.42845, ice0003 +2023-05-19 03:07:58,060 - ice0003 - [INFO] - [E:169| 800]: Train Loss:0.0015112, Val MRR:0.42845, ice0003 +2023-05-19 03:09:00,888 - ice0003 - [INFO] - [E:169| 900]: Train Loss:0.001511, Val MRR:0.42845, ice0003 +2023-05-19 03:09:45,039 - ice0003 - [INFO] - [Epoch:169]: Training Loss:0.001511 + +2023-05-19 03:09:45,251 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 03:09:58,785 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 03:10:12,123 - ice0003 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.45523, Head : 0.39559, Avg : 0.42541 + MR: Tail : 664.42, Head : 779.67, Avg : 722.04 + Hit-1: Tail : 0.37177, Head : 0.31387, Avg : 0.34282 + Hit-3: Tail : 0.49994, Head : 0.43209, Avg : 0.46602 + Hit-10: Tail : 0.60723, Head : 0.55286, Avg : 0.58005 +2023-05-19 03:10:12,124 - ice0003 - [INFO] - [Epoch 169]: Training Loss: 0.0015109, Valid MRR: 0.42845, + + + +2023-05-19 03:10:12,761 - ice0003 - [INFO] - [E:170| 0]: Train Loss:0.0015067, Val MRR:0.42845, ice0003 +2023-05-19 03:11:15,564 - ice0003 - [INFO] - [E:170| 100]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 03:12:18,559 - ice0003 - [INFO] - [E:170| 200]: Train Loss:0.0015101, Val MRR:0.42845, ice0003 +2023-05-19 03:13:21,459 - ice0003 - [INFO] - [E:170| 300]: Train Loss:0.0015108, Val MRR:0.42845, ice0003 +2023-05-19 03:14:24,365 - ice0003 - [INFO] - [E:170| 400]: Train Loss:0.0015107, Val MRR:0.42845, ice0003 +2023-05-19 03:15:27,247 - ice0003 - [INFO] - [E:170| 500]: Train Loss:0.0015106, Val MRR:0.42845, ice0003 +2023-05-19 03:16:30,116 - ice0003 - [INFO] - [E:170| 600]: Train Loss:0.0015108, Val MRR:0.42845, ice0003 +2023-05-19 03:17:33,021 - ice0003 - [INFO] - [E:170| 700]: Train Loss:0.0015107, Val MRR:0.42845, ice0003 +2023-05-19 03:18:35,964 - ice0003 - [INFO] - [E:170| 800]: Train Loss:0.0015107, Val MRR:0.42845, ice0003 +2023-05-19 03:19:38,927 - ice0003 - [INFO] - [E:170| 900]: Train Loss:0.0015109, Val MRR:0.42845, ice0003 +2023-05-19 03:20:23,232 - ice0003 - [INFO] - [Epoch:170]: Training Loss:0.001511 + +2023-05-19 03:20:23,444 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 03:20:36,982 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 03:20:50,306 - ice0003 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.45277, Head : 0.39888, Avg : 0.42583 + +2023-05-19 03:20:50,306 - ice0003 - [INFO] - [Epoch 170]: Training Loss: 0.0015109, Valid MRR: 0.42845, + + + +2023-05-19 03:20:50,942 - ice0003 - [INFO] - [E:171| 0]: Train Loss:0.0015113, Val MRR:0.42845, ice0003 +2023-05-19 03:21:53,803 - ice0003 - [INFO] - [E:171| 100]: Train Loss:0.0015102, Val MRR:0.42845, ice0003 +2023-05-19 03:22:56,667 - ice0003 - [INFO] - [E:171| 200]: Train Loss:0.0015102, Val MRR:0.42845, ice0003 +2023-05-19 03:23:59,535 - ice0003 - [INFO] - [E:171| 300]: Train Loss:0.0015101, Val MRR:0.42845, ice0003 +2023-05-19 03:25:02,409 - ice0003 - [INFO] - [E:171| 400]: Train Loss:0.0015101, Val MRR:0.42845, ice0003 +2023-05-19 03:26:05,227 - ice0003 - [INFO] - [E:171| 500]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 03:27:08,107 - ice0003 - [INFO] - [E:171| 600]: Train Loss:0.0015103, Val MRR:0.42845, ice0003 +2023-05-19 03:28:11,015 - ice0003 - [INFO] - [E:171| 700]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 03:29:14,015 - ice0003 - [INFO] - [E:171| 800]: Train Loss:0.0015106, Val MRR:0.42845, ice0003 +2023-05-19 03:30:16,867 - ice0003 - [INFO] - [E:171| 900]: Train Loss:0.0015105, Val MRR:0.42845, ice0003 +2023-05-19 03:31:01,092 - ice0003 - [INFO] - [Epoch:171]: Training Loss:0.001511 + +2023-05-19 03:31:01,304 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 03:31:14,849 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 03:31:28,190 - ice0003 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.4528, Head : 0.39408, Avg : 0.42344 + +2023-05-19 03:31:28,190 - ice0003 - [INFO] - [Epoch 171]: Training Loss: 0.0015105, Valid MRR: 0.42845, + + + +2023-05-19 03:31:28,826 - ice0003 - [INFO] - [E:172| 0]: Train Loss:0.0015131, Val MRR:0.42845, ice0003 +2023-05-19 03:32:31,708 - ice0003 - [INFO] - [E:172| 100]: Train Loss:0.0015101, Val MRR:0.42845, ice0003 +2023-05-19 03:33:34,617 - ice0003 - [INFO] - [E:172| 200]: Train Loss:0.0015097, Val MRR:0.42845, ice0003 +2023-05-19 03:34:37,542 - ice0003 - [INFO] - [E:172| 300]: Train Loss:0.0015094, Val MRR:0.42845, ice0003 +2023-05-19 03:35:40,436 - ice0003 - [INFO] - [E:172| 400]: Train Loss:0.0015097, Val MRR:0.42845, ice0003 +2023-05-19 03:36:43,284 - ice0003 - [INFO] - [E:172| 500]: Train Loss:0.00151, Val MRR:0.42845, ice0003 +2023-05-19 03:37:46,179 - ice0003 - [INFO] - [E:172| 600]: Train Loss:0.0015102, Val MRR:0.42845, ice0003 +2023-05-19 03:38:49,007 - ice0003 - [INFO] - [E:172| 700]: Train Loss:0.0015103, Val MRR:0.42845, ice0003 +2023-05-19 03:39:51,902 - ice0003 - [INFO] - [E:172| 800]: Train Loss:0.0015103, Val MRR:0.42845, ice0003 +2023-05-19 03:40:54,834 - ice0003 - [INFO] - [E:172| 900]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 03:41:39,066 - ice0003 - [INFO] - [Epoch:172]: Training Loss:0.00151 + +2023-05-19 03:41:39,278 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 03:41:52,812 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 03:42:06,134 - ice0003 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.45685, Head : 0.3978, Avg : 0.42733 + +2023-05-19 03:42:06,134 - ice0003 - [INFO] - [Epoch 172]: Training Loss: 0.0015105, Valid MRR: 0.42845, + + + +2023-05-19 03:42:06,771 - ice0003 - [INFO] - [E:173| 0]: Train Loss:0.0015114, Val MRR:0.42845, ice0003 +2023-05-19 03:43:09,622 - ice0003 - [INFO] - [E:173| 100]: Train Loss:0.0015112, Val MRR:0.42845, ice0003 +2023-05-19 03:44:12,442 - ice0003 - [INFO] - [E:173| 200]: Train Loss:0.0015109, Val MRR:0.42845, ice0003 +2023-05-19 03:45:15,228 - ice0003 - [INFO] - [E:173| 300]: Train Loss:0.0015103, Val MRR:0.42845, ice0003 +2023-05-19 03:46:18,149 - ice0003 - [INFO] - [E:173| 400]: Train Loss:0.0015105, Val MRR:0.42845, ice0003 +2023-05-19 03:47:20,968 - ice0003 - [INFO] - [E:173| 500]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 03:48:23,832 - ice0003 - [INFO] - [E:173| 600]: Train Loss:0.0015103, Val MRR:0.42845, ice0003 +2023-05-19 03:49:26,665 - ice0003 - [INFO] - [E:173| 700]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 03:50:29,491 - ice0003 - [INFO] - [E:173| 800]: Train Loss:0.0015103, Val MRR:0.42845, ice0003 +2023-05-19 03:51:32,384 - ice0003 - [INFO] - [E:173| 900]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 03:52:16,567 - ice0003 - [INFO] - [Epoch:173]: Training Loss:0.00151 + +2023-05-19 03:52:16,780 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 03:52:30,312 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 03:52:43,646 - ice0003 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.45541, Head : 0.39526, Avg : 0.42533 + +2023-05-19 03:52:43,646 - ice0003 - [INFO] - [Epoch 173]: Training Loss: 0.0015104, Valid MRR: 0.42845, + + + +2023-05-19 03:52:44,284 - ice0003 - [INFO] - [E:174| 0]: Train Loss:0.0015001, Val MRR:0.42845, ice0003 +2023-05-19 03:53:47,118 - ice0003 - [INFO] - [E:174| 100]: Train Loss:0.0015106, Val MRR:0.42845, ice0003 +2023-05-19 03:54:50,083 - ice0003 - [INFO] - [E:174| 200]: Train Loss:0.0015099, Val MRR:0.42845, ice0003 +2023-05-19 03:55:52,858 - ice0003 - [INFO] - [E:174| 300]: Train Loss:0.0015094, Val MRR:0.42845, ice0003 +2023-05-19 03:56:55,643 - ice0003 - [INFO] - [E:174| 400]: Train Loss:0.0015098, Val MRR:0.42845, ice0003 +2023-05-19 03:57:58,430 - ice0003 - [INFO] - [E:174| 500]: Train Loss:0.0015096, Val MRR:0.42845, ice0003 +2023-05-19 03:59:01,226 - ice0003 - [INFO] - [E:174| 600]: Train Loss:0.0015098, Val MRR:0.42845, ice0003 +2023-05-19 04:00:04,017 - ice0003 - [INFO] - [E:174| 700]: Train Loss:0.00151, Val MRR:0.42845, ice0003 +2023-05-19 04:01:06,813 - ice0003 - [INFO] - [E:174| 800]: Train Loss:0.0015098, Val MRR:0.42845, ice0003 +2023-05-19 04:02:09,617 - ice0003 - [INFO] - [E:174| 900]: Train Loss:0.0015099, Val MRR:0.42845, ice0003 +2023-05-19 04:02:53,790 - ice0003 - [INFO] - [Epoch:174]: Training Loss:0.00151 + +2023-05-19 04:02:54,003 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 04:03:07,600 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 04:03:20,934 - ice0003 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.45375, Head : 0.39811, Avg : 0.42593 + +2023-05-19 04:03:20,934 - ice0003 - [INFO] - [Epoch 174]: Training Loss: 0.0015101, Valid MRR: 0.42845, + + + +2023-05-19 04:03:21,572 - ice0003 - [INFO] - [E:175| 0]: Train Loss:0.0015034, Val MRR:0.42845, ice0003 +2023-05-19 04:04:24,541 - ice0003 - [INFO] - [E:175| 100]: Train Loss:0.0015104, Val MRR:0.42845, ice0003 +2023-05-19 04:05:27,482 - ice0003 - [INFO] - [E:175| 200]: Train Loss:0.0015097, Val MRR:0.42845, ice0003 +2023-05-19 04:06:30,438 - ice0003 - [INFO] - [E:175| 300]: Train Loss:0.0015097, Val MRR:0.42845, ice0003 +2023-05-19 04:07:33,383 - ice0003 - [INFO] - [E:175| 400]: Train Loss:0.0015097, Val MRR:0.42845, ice0003 +2023-05-19 04:08:36,316 - ice0003 - [INFO] - [E:175| 500]: Train Loss:0.0015096, Val MRR:0.42845, ice0003 +2023-05-19 04:09:39,149 - ice0003 - [INFO] - [E:175| 600]: Train Loss:0.0015096, Val MRR:0.42845, ice0003 +2023-05-19 04:10:42,077 - ice0003 - [INFO] - [E:175| 700]: Train Loss:0.0015098, Val MRR:0.42845, ice0003 +2023-05-19 04:11:45,085 - ice0003 - [INFO] - [E:175| 800]: Train Loss:0.0015097, Val MRR:0.42845, ice0003 +2023-05-19 04:12:48,028 - ice0003 - [INFO] - [E:175| 900]: Train Loss:0.0015098, Val MRR:0.42845, ice0003 +2023-05-19 04:13:32,251 - ice0003 - [INFO] - [Epoch:175]: Training Loss:0.00151 + +2023-05-19 04:13:32,465 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 04:13:45,996 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 04:13:59,331 - ice0003 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.45779, Head : 0.39916, Avg : 0.42847 + +2023-05-19 04:14:00,586 - ice0003 - [INFO] - [Epoch 175]: Training Loss: 0.0015099, Valid MRR: 0.42847, + + + +2023-05-19 04:14:01,235 - ice0003 - [INFO] - [E:176| 0]: Train Loss:0.0015179, Val MRR:0.42847, ice0003 +2023-05-19 04:15:04,159 - ice0003 - [INFO] - [E:176| 100]: Train Loss:0.0015094, Val MRR:0.42847, ice0003 +2023-05-19 04:16:07,098 - ice0003 - [INFO] - [E:176| 200]: Train Loss:0.0015095, Val MRR:0.42847, ice0003 +2023-05-19 04:17:10,038 - ice0003 - [INFO] - [E:176| 300]: Train Loss:0.0015092, Val MRR:0.42847, ice0003 +2023-05-19 04:18:12,985 - ice0003 - [INFO] - [E:176| 400]: Train Loss:0.0015093, Val MRR:0.42847, ice0003 +2023-05-19 04:19:15,913 - ice0003 - [INFO] - [E:176| 500]: Train Loss:0.0015094, Val MRR:0.42847, ice0003 +2023-05-19 04:20:18,870 - ice0003 - [INFO] - [E:176| 600]: Train Loss:0.0015095, Val MRR:0.42847, ice0003 +2023-05-19 04:21:21,705 - ice0003 - [INFO] - [E:176| 700]: Train Loss:0.0015095, Val MRR:0.42847, ice0003 +2023-05-19 04:22:24,595 - ice0003 - [INFO] - [E:176| 800]: Train Loss:0.0015097, Val MRR:0.42847, ice0003 +2023-05-19 04:23:27,427 - ice0003 - [INFO] - [E:176| 900]: Train Loss:0.0015098, Val MRR:0.42847, ice0003 +2023-05-19 04:24:11,586 - ice0003 - [INFO] - [Epoch:176]: Training Loss:0.00151 + +2023-05-19 04:24:11,799 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 04:24:25,344 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 04:24:38,669 - ice0003 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.4546, Head : 0.39601, Avg : 0.42531 + +2023-05-19 04:24:38,669 - ice0003 - [INFO] - [Epoch 176]: Training Loss: 0.0015099, Valid MRR: 0.42847, + + + +2023-05-19 04:24:39,308 - ice0003 - [INFO] - [E:177| 0]: Train Loss:0.0015095, Val MRR:0.42847, ice0003 +2023-05-19 04:25:42,157 - ice0003 - [INFO] - [E:177| 100]: Train Loss:0.0015104, Val MRR:0.42847, ice0003 +2023-05-19 04:26:44,962 - ice0003 - [INFO] - [E:177| 200]: Train Loss:0.0015097, Val MRR:0.42847, ice0003 +2023-05-19 04:27:47,793 - ice0003 - [INFO] - [E:177| 300]: Train Loss:0.0015094, Val MRR:0.42847, ice0003 +2023-05-19 04:28:50,745 - ice0003 - [INFO] - [E:177| 400]: Train Loss:0.0015095, Val MRR:0.42847, ice0003 +2023-05-19 04:29:53,662 - ice0003 - [INFO] - [E:177| 500]: Train Loss:0.0015097, Val MRR:0.42847, ice0003 +2023-05-19 04:30:56,565 - ice0003 - [INFO] - [E:177| 600]: Train Loss:0.0015097, Val MRR:0.42847, ice0003 +2023-05-19 04:31:59,506 - ice0003 - [INFO] - [E:177| 700]: Train Loss:0.0015097, Val MRR:0.42847, ice0003 +2023-05-19 04:33:02,423 - ice0003 - [INFO] - [E:177| 800]: Train Loss:0.0015096, Val MRR:0.42847, ice0003 +2023-05-19 04:34:05,349 - ice0003 - [INFO] - [E:177| 900]: Train Loss:0.0015096, Val MRR:0.42847, ice0003 +2023-05-19 04:34:49,590 - ice0003 - [INFO] - [Epoch:177]: Training Loss:0.00151 + +2023-05-19 04:34:49,801 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 04:35:03,349 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 04:35:16,696 - ice0003 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.45782, Head : 0.40009, Avg : 0.42896 + +2023-05-19 04:35:17,965 - ice0003 - [INFO] - [Epoch 177]: Training Loss: 0.0015097, Valid MRR: 0.42896, + + + +2023-05-19 04:35:18,608 - ice0003 - [INFO] - [E:178| 0]: Train Loss:0.0015248, Val MRR:0.42896, ice0003 +2023-05-19 04:36:21,531 - ice0003 - [INFO] - [E:178| 100]: Train Loss:0.00151, Val MRR:0.42896, ice0003 +2023-05-19 04:37:24,510 - ice0003 - [INFO] - [E:178| 200]: Train Loss:0.0015095, Val MRR:0.42896, ice0003 +2023-05-19 04:38:27,361 - ice0003 - [INFO] - [E:178| 300]: Train Loss:0.0015091, Val MRR:0.42896, ice0003 +2023-05-19 04:39:30,149 - ice0003 - [INFO] - [E:178| 400]: Train Loss:0.0015091, Val MRR:0.42896, ice0003 +2023-05-19 04:40:32,969 - ice0003 - [INFO] - [E:178| 500]: Train Loss:0.0015095, Val MRR:0.42896, ice0003 +2023-05-19 04:41:35,766 - ice0003 - [INFO] - [E:178| 600]: Train Loss:0.0015096, Val MRR:0.42896, ice0003 +2023-05-19 04:42:38,573 - ice0003 - [INFO] - [E:178| 700]: Train Loss:0.0015097, Val MRR:0.42896, ice0003 +2023-05-19 04:43:41,360 - ice0003 - [INFO] - [E:178| 800]: Train Loss:0.0015096, Val MRR:0.42896, ice0003 +2023-05-19 04:44:44,181 - ice0003 - [INFO] - [E:178| 900]: Train Loss:0.0015096, Val MRR:0.42896, ice0003 +2023-05-19 04:45:28,366 - ice0003 - [INFO] - [Epoch:178]: Training Loss:0.00151 + +2023-05-19 04:45:28,579 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 04:45:42,112 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 04:45:55,454 - ice0003 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.45611, Head : 0.3968, Avg : 0.42646 + +2023-05-19 04:45:55,454 - ice0003 - [INFO] - [Epoch 178]: Training Loss: 0.0015097, Valid MRR: 0.42896, + + + +2023-05-19 04:45:56,093 - ice0003 - [INFO] - [E:179| 0]: Train Loss:0.001519, Val MRR:0.42896, ice0003 +2023-05-19 04:46:58,999 - ice0003 - [INFO] - [E:179| 100]: Train Loss:0.0015088, Val MRR:0.42896, ice0003 +2023-05-19 04:48:01,850 - ice0003 - [INFO] - [E:179| 200]: Train Loss:0.0015087, Val MRR:0.42896, ice0003 +2023-05-19 04:49:04,676 - ice0003 - [INFO] - [E:179| 300]: Train Loss:0.0015088, Val MRR:0.42896, ice0003 +2023-05-19 04:50:07,508 - ice0003 - [INFO] - [E:179| 400]: Train Loss:0.0015085, Val MRR:0.42896, ice0003 +2023-05-19 04:51:10,328 - ice0003 - [INFO] - [E:179| 500]: Train Loss:0.0015088, Val MRR:0.42896, ice0003 +2023-05-19 04:52:13,175 - ice0003 - [INFO] - [E:179| 600]: Train Loss:0.0015089, Val MRR:0.42896, ice0003 +2023-05-19 04:53:16,022 - ice0003 - [INFO] - [E:179| 700]: Train Loss:0.0015088, Val MRR:0.42896, ice0003 +2023-05-19 04:54:18,852 - ice0003 - [INFO] - [E:179| 800]: Train Loss:0.0015089, Val MRR:0.42896, ice0003 +2023-05-19 04:55:21,867 - ice0003 - [INFO] - [E:179| 900]: Train Loss:0.0015091, Val MRR:0.42896, ice0003 +2023-05-19 04:56:06,114 - ice0003 - [INFO] - [Epoch:179]: Training Loss:0.001509 + +2023-05-19 04:56:06,326 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 04:56:19,881 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 04:56:33,219 - ice0003 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.4561, Head : 0.39626, Avg : 0.42618 + MR: Tail : 680.54, Head : 781.31, Avg : 730.93 + Hit-1: Tail : 0.37262, Head : 0.31399, Avg : 0.34331 + Hit-3: Tail : 0.50334, Head : 0.43561, Avg : 0.46947 + Hit-10: Tail : 0.60833, Head : 0.55431, Avg : 0.58132 +2023-05-19 04:56:33,219 - ice0003 - [INFO] - [Epoch 179]: Training Loss: 0.0015093, Valid MRR: 0.42896, + + + +2023-05-19 04:56:33,856 - ice0003 - [INFO] - [E:180| 0]: Train Loss:0.0015019, Val MRR:0.42896, ice0003 +2023-05-19 04:57:36,780 - ice0003 - [INFO] - [E:180| 100]: Train Loss:0.0015076, Val MRR:0.42896, ice0003 +2023-05-19 04:58:39,724 - ice0003 - [INFO] - [E:180| 200]: Train Loss:0.0015082, Val MRR:0.42896, ice0003 +2023-05-19 04:59:42,668 - ice0003 - [INFO] - [E:180| 300]: Train Loss:0.0015084, Val MRR:0.42896, ice0003 +2023-05-19 05:00:45,576 - ice0003 - [INFO] - [E:180| 400]: Train Loss:0.0015088, Val MRR:0.42896, ice0003 +2023-05-19 05:01:48,486 - ice0003 - [INFO] - [E:180| 500]: Train Loss:0.0015088, Val MRR:0.42896, ice0003 +2023-05-19 05:02:51,331 - ice0003 - [INFO] - [E:180| 600]: Train Loss:0.0015089, Val MRR:0.42896, ice0003 +2023-05-19 05:03:54,228 - ice0003 - [INFO] - [E:180| 700]: Train Loss:0.001509, Val MRR:0.42896, ice0003 +2023-05-19 05:04:57,070 - ice0003 - [INFO] - [E:180| 800]: Train Loss:0.0015089, Val MRR:0.42896, ice0003 +2023-05-19 05:05:59,877 - ice0003 - [INFO] - [E:180| 900]: Train Loss:0.0015091, Val MRR:0.42896, ice0003 +2023-05-19 05:06:44,073 - ice0003 - [INFO] - [Epoch:180]: Training Loss:0.001509 + +2023-05-19 05:06:44,286 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 05:06:57,829 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 05:07:11,160 - ice0003 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.45123, Head : 0.39351, Avg : 0.42237 + +2023-05-19 05:07:11,160 - ice0003 - [INFO] - [Epoch 180]: Training Loss: 0.0015092, Valid MRR: 0.42896, + + + +2023-05-19 05:07:11,795 - ice0003 - [INFO] - [E:181| 0]: Train Loss:0.0015046, Val MRR:0.42896, ice0003 +2023-05-19 05:08:14,635 - ice0003 - [INFO] - [E:181| 100]: Train Loss:0.001509, Val MRR:0.42896, ice0003 +2023-05-19 05:09:17,514 - ice0003 - [INFO] - [E:181| 200]: Train Loss:0.001508, Val MRR:0.42896, ice0003 +2023-05-19 05:10:20,369 - ice0003 - [INFO] - [E:181| 300]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 05:11:23,188 - ice0003 - [INFO] - [E:181| 400]: Train Loss:0.0015078, Val MRR:0.42896, ice0003 +2023-05-19 05:12:26,174 - ice0003 - [INFO] - [E:181| 500]: Train Loss:0.001508, Val MRR:0.42896, ice0003 +2023-05-19 05:13:29,106 - ice0003 - [INFO] - [E:181| 600]: Train Loss:0.0015083, Val MRR:0.42896, ice0003 +2023-05-19 05:14:32,017 - ice0003 - [INFO] - [E:181| 700]: Train Loss:0.0015084, Val MRR:0.42896, ice0003 +2023-05-19 05:15:34,939 - ice0003 - [INFO] - [E:181| 800]: Train Loss:0.0015087, Val MRR:0.42896, ice0003 +2023-05-19 05:16:37,903 - ice0003 - [INFO] - [E:181| 900]: Train Loss:0.0015089, Val MRR:0.42896, ice0003 +2023-05-19 05:17:22,148 - ice0003 - [INFO] - [Epoch:181]: Training Loss:0.001509 + +2023-05-19 05:17:22,359 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 05:17:35,923 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 05:17:49,271 - ice0003 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.45422, Head : 0.39718, Avg : 0.4257 + +2023-05-19 05:17:49,271 - ice0003 - [INFO] - [Epoch 181]: Training Loss: 0.0015089, Valid MRR: 0.42896, + + + +2023-05-19 05:17:49,907 - ice0003 - [INFO] - [E:182| 0]: Train Loss:0.0015232, Val MRR:0.42896, ice0003 +2023-05-19 05:18:52,831 - ice0003 - [INFO] - [E:182| 100]: Train Loss:0.0015076, Val MRR:0.42896, ice0003 +2023-05-19 05:19:55,727 - ice0003 - [INFO] - [E:182| 200]: Train Loss:0.0015081, Val MRR:0.42896, ice0003 +2023-05-19 05:20:58,668 - ice0003 - [INFO] - [E:182| 300]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 05:22:01,493 - ice0003 - [INFO] - [E:182| 400]: Train Loss:0.0015084, Val MRR:0.42896, ice0003 +2023-05-19 05:23:04,330 - ice0003 - [INFO] - [E:182| 500]: Train Loss:0.0015084, Val MRR:0.42896, ice0003 +2023-05-19 05:24:07,136 - ice0003 - [INFO] - [E:182| 600]: Train Loss:0.0015086, Val MRR:0.42896, ice0003 +2023-05-19 05:25:09,957 - ice0003 - [INFO] - [E:182| 700]: Train Loss:0.0015085, Val MRR:0.42896, ice0003 +2023-05-19 05:26:12,885 - ice0003 - [INFO] - [E:182| 800]: Train Loss:0.0015085, Val MRR:0.42896, ice0003 +2023-05-19 05:27:15,842 - ice0003 - [INFO] - [E:182| 900]: Train Loss:0.0015085, Val MRR:0.42896, ice0003 +2023-05-19 05:28:00,088 - ice0003 - [INFO] - [Epoch:182]: Training Loss:0.001508 + +2023-05-19 05:28:00,301 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 05:28:13,835 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 05:28:27,158 - ice0003 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.45657, Head : 0.39568, Avg : 0.42613 + +2023-05-19 05:28:27,158 - ice0003 - [INFO] - [Epoch 182]: Training Loss: 0.0015085, Valid MRR: 0.42896, + + + +2023-05-19 05:28:27,797 - ice0003 - [INFO] - [E:183| 0]: Train Loss:0.0015239, Val MRR:0.42896, ice0003 +2023-05-19 05:29:30,802 - ice0003 - [INFO] - [E:183| 100]: Train Loss:0.0015084, Val MRR:0.42896, ice0003 +2023-05-19 05:30:33,723 - ice0003 - [INFO] - [E:183| 200]: Train Loss:0.0015085, Val MRR:0.42896, ice0003 +2023-05-19 05:31:36,631 - ice0003 - [INFO] - [E:183| 300]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 05:32:39,546 - ice0003 - [INFO] - [E:183| 400]: Train Loss:0.0015078, Val MRR:0.42896, ice0003 +2023-05-19 05:33:42,454 - ice0003 - [INFO] - [E:183| 500]: Train Loss:0.0015081, Val MRR:0.42896, ice0003 +2023-05-19 05:34:45,361 - ice0003 - [INFO] - [E:183| 600]: Train Loss:0.0015082, Val MRR:0.42896, ice0003 +2023-05-19 05:35:48,230 - ice0003 - [INFO] - [E:183| 700]: Train Loss:0.0015084, Val MRR:0.42896, ice0003 +2023-05-19 05:36:51,192 - ice0003 - [INFO] - [E:183| 800]: Train Loss:0.0015086, Val MRR:0.42896, ice0003 +2023-05-19 05:37:54,203 - ice0003 - [INFO] - [E:183| 900]: Train Loss:0.0015086, Val MRR:0.42896, ice0003 +2023-05-19 05:38:38,461 - ice0003 - [INFO] - [Epoch:183]: Training Loss:0.001509 + +2023-05-19 05:38:38,673 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 05:38:52,224 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 05:39:05,560 - ice0003 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.45588, Head : 0.39502, Avg : 0.42545 + +2023-05-19 05:39:05,560 - ice0003 - [INFO] - [Epoch 183]: Training Loss: 0.0015087, Valid MRR: 0.42896, + + + +2023-05-19 05:39:06,199 - ice0003 - [INFO] - [E:184| 0]: Train Loss:0.0015111, Val MRR:0.42896, ice0003 +2023-05-19 05:40:09,151 - ice0003 - [INFO] - [E:184| 100]: Train Loss:0.0015092, Val MRR:0.42896, ice0003 +2023-05-19 05:41:12,083 - ice0003 - [INFO] - [E:184| 200]: Train Loss:0.0015076, Val MRR:0.42896, ice0003 +2023-05-19 05:42:14,959 - ice0003 - [INFO] - [E:184| 300]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 05:43:17,858 - ice0003 - [INFO] - [E:184| 400]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 05:44:20,738 - ice0003 - [INFO] - [E:184| 500]: Train Loss:0.0015081, Val MRR:0.42896, ice0003 +2023-05-19 05:45:23,604 - ice0003 - [INFO] - [E:184| 600]: Train Loss:0.001508, Val MRR:0.42896, ice0003 +2023-05-19 05:46:26,577 - ice0003 - [INFO] - [E:184| 700]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 05:47:29,409 - ice0003 - [INFO] - [E:184| 800]: Train Loss:0.0015081, Val MRR:0.42896, ice0003 +2023-05-19 05:48:32,276 - ice0003 - [INFO] - [E:184| 900]: Train Loss:0.0015083, Val MRR:0.42896, ice0003 +2023-05-19 05:49:16,475 - ice0003 - [INFO] - [Epoch:184]: Training Loss:0.001508 + +2023-05-19 05:49:16,687 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 05:49:30,221 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 05:49:43,549 - ice0003 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.45465, Head : 0.39566, Avg : 0.42516 + +2023-05-19 05:49:43,549 - ice0003 - [INFO] - [Epoch 184]: Training Loss: 0.0015083, Valid MRR: 0.42896, + + + +2023-05-19 05:49:44,189 - ice0003 - [INFO] - [E:185| 0]: Train Loss:0.0014992, Val MRR:0.42896, ice0003 +2023-05-19 05:50:47,147 - ice0003 - [INFO] - [E:185| 100]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 05:51:50,101 - ice0003 - [INFO] - [E:185| 200]: Train Loss:0.0015073, Val MRR:0.42896, ice0003 +2023-05-19 05:52:53,050 - ice0003 - [INFO] - [E:185| 300]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 05:53:56,013 - ice0003 - [INFO] - [E:185| 400]: Train Loss:0.001508, Val MRR:0.42896, ice0003 +2023-05-19 05:54:59,037 - ice0003 - [INFO] - [E:185| 500]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 05:56:01,985 - ice0003 - [INFO] - [E:185| 600]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 05:57:04,953 - ice0003 - [INFO] - [E:185| 700]: Train Loss:0.0015081, Val MRR:0.42896, ice0003 +2023-05-19 05:58:07,869 - ice0003 - [INFO] - [E:185| 800]: Train Loss:0.0015081, Val MRR:0.42896, ice0003 +2023-05-19 05:59:10,772 - ice0003 - [INFO] - [E:185| 900]: Train Loss:0.001508, Val MRR:0.42896, ice0003 +2023-05-19 05:59:54,986 - ice0003 - [INFO] - [Epoch:185]: Training Loss:0.001508 + +2023-05-19 05:59:55,199 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 06:00:08,749 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 06:00:22,082 - ice0003 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.45379, Head : 0.39749, Avg : 0.42564 + +2023-05-19 06:00:22,082 - ice0003 - [INFO] - [Epoch 185]: Training Loss: 0.0015081, Valid MRR: 0.42896, + + + +2023-05-19 06:00:22,718 - ice0003 - [INFO] - [E:186| 0]: Train Loss:0.0015125, Val MRR:0.42896, ice0003 +2023-05-19 06:01:25,585 - ice0003 - [INFO] - [E:186| 100]: Train Loss:0.0015088, Val MRR:0.42896, ice0003 +2023-05-19 06:02:28,417 - ice0003 - [INFO] - [E:186| 200]: Train Loss:0.0015082, Val MRR:0.42896, ice0003 +2023-05-19 06:03:31,344 - ice0003 - [INFO] - [E:186| 300]: Train Loss:0.0015083, Val MRR:0.42896, ice0003 +2023-05-19 06:04:34,249 - ice0003 - [INFO] - [E:186| 400]: Train Loss:0.0015082, Val MRR:0.42896, ice0003 +2023-05-19 06:05:37,059 - ice0003 - [INFO] - [E:186| 500]: Train Loss:0.0015082, Val MRR:0.42896, ice0003 +2023-05-19 06:06:39,870 - ice0003 - [INFO] - [E:186| 600]: Train Loss:0.0015082, Val MRR:0.42896, ice0003 +2023-05-19 06:07:42,715 - ice0003 - [INFO] - [E:186| 700]: Train Loss:0.001508, Val MRR:0.42896, ice0003 +2023-05-19 06:08:45,560 - ice0003 - [INFO] - [E:186| 800]: Train Loss:0.001508, Val MRR:0.42896, ice0003 +2023-05-19 06:09:48,372 - ice0003 - [INFO] - [E:186| 900]: Train Loss:0.001508, Val MRR:0.42896, ice0003 +2023-05-19 06:10:32,561 - ice0003 - [INFO] - [Epoch:186]: Training Loss:0.001508 + +2023-05-19 06:10:32,773 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 06:10:46,318 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 06:10:59,650 - ice0003 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.45911, Head : 0.39832, Avg : 0.42872 + +2023-05-19 06:10:59,650 - ice0003 - [INFO] - [Epoch 186]: Training Loss: 0.001508, Valid MRR: 0.42896, + + + +2023-05-19 06:11:00,286 - ice0003 - [INFO] - [E:187| 0]: Train Loss:0.0015043, Val MRR:0.42896, ice0003 +2023-05-19 06:12:03,169 - ice0003 - [INFO] - [E:187| 100]: Train Loss:0.001507, Val MRR:0.42896, ice0003 +2023-05-19 06:13:06,107 - ice0003 - [INFO] - [E:187| 200]: Train Loss:0.0015078, Val MRR:0.42896, ice0003 +2023-05-19 06:14:08,939 - ice0003 - [INFO] - [E:187| 300]: Train Loss:0.0015077, Val MRR:0.42896, ice0003 +2023-05-19 06:15:11,806 - ice0003 - [INFO] - [E:187| 400]: Train Loss:0.0015073, Val MRR:0.42896, ice0003 +2023-05-19 06:16:14,655 - ice0003 - [INFO] - [E:187| 500]: Train Loss:0.0015074, Val MRR:0.42896, ice0003 +2023-05-19 06:17:17,505 - ice0003 - [INFO] - [E:187| 600]: Train Loss:0.0015072, Val MRR:0.42896, ice0003 +2023-05-19 06:18:20,376 - ice0003 - [INFO] - [E:187| 700]: Train Loss:0.0015072, Val MRR:0.42896, ice0003 +2023-05-19 06:19:23,220 - ice0003 - [INFO] - [E:187| 800]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:20:26,148 - ice0003 - [INFO] - [E:187| 900]: Train Loss:0.0015076, Val MRR:0.42896, ice0003 +2023-05-19 06:21:10,391 - ice0003 - [INFO] - [Epoch:187]: Training Loss:0.001508 + +2023-05-19 06:21:10,603 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 06:21:24,158 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 06:21:37,498 - ice0003 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.45241, Head : 0.39418, Avg : 0.4233 + +2023-05-19 06:21:37,498 - ice0003 - [INFO] - [Epoch 187]: Training Loss: 0.0015078, Valid MRR: 0.42896, + + + +2023-05-19 06:21:38,140 - ice0003 - [INFO] - [E:188| 0]: Train Loss:0.0015025, Val MRR:0.42896, ice0003 +2023-05-19 06:22:41,045 - ice0003 - [INFO] - [E:188| 100]: Train Loss:0.0015074, Val MRR:0.42896, ice0003 +2023-05-19 06:23:43,987 - ice0003 - [INFO] - [E:188| 200]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 06:24:46,922 - ice0003 - [INFO] - [E:188| 300]: Train Loss:0.0015074, Val MRR:0.42896, ice0003 +2023-05-19 06:25:49,884 - ice0003 - [INFO] - [E:188| 400]: Train Loss:0.0015076, Val MRR:0.42896, ice0003 +2023-05-19 06:26:52,849 - ice0003 - [INFO] - [E:188| 500]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 06:27:55,820 - ice0003 - [INFO] - [E:188| 600]: Train Loss:0.0015076, Val MRR:0.42896, ice0003 +2023-05-19 06:28:58,822 - ice0003 - [INFO] - [E:188| 700]: Train Loss:0.0015076, Val MRR:0.42896, ice0003 +2023-05-19 06:30:01,804 - ice0003 - [INFO] - [E:188| 800]: Train Loss:0.0015077, Val MRR:0.42896, ice0003 +2023-05-19 06:31:04,652 - ice0003 - [INFO] - [E:188| 900]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:31:48,841 - ice0003 - [INFO] - [Epoch:188]: Training Loss:0.001508 + +2023-05-19 06:31:49,054 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 06:32:02,594 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 06:32:15,932 - ice0003 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.457, Head : 0.39654, Avg : 0.42677 + +2023-05-19 06:32:15,932 - ice0003 - [INFO] - [Epoch 188]: Training Loss: 0.0015077, Valid MRR: 0.42896, + + + +2023-05-19 06:32:16,568 - ice0003 - [INFO] - [E:189| 0]: Train Loss:0.0015088, Val MRR:0.42896, ice0003 +2023-05-19 06:33:19,382 - ice0003 - [INFO] - [E:189| 100]: Train Loss:0.0015063, Val MRR:0.42896, ice0003 +2023-05-19 06:34:22,201 - ice0003 - [INFO] - [E:189| 200]: Train Loss:0.0015068, Val MRR:0.42896, ice0003 +2023-05-19 06:35:25,150 - ice0003 - [INFO] - [E:189| 300]: Train Loss:0.0015074, Val MRR:0.42896, ice0003 +2023-05-19 06:36:28,103 - ice0003 - [INFO] - [E:189| 400]: Train Loss:0.0015077, Val MRR:0.42896, ice0003 +2023-05-19 06:37:31,056 - ice0003 - [INFO] - [E:189| 500]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:38:33,999 - ice0003 - [INFO] - [E:189| 600]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:39:36,827 - ice0003 - [INFO] - [E:189| 700]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:40:39,704 - ice0003 - [INFO] - [E:189| 800]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:41:42,509 - ice0003 - [INFO] - [E:189| 900]: Train Loss:0.0015074, Val MRR:0.42896, ice0003 +2023-05-19 06:42:26,670 - ice0003 - [INFO] - [Epoch:189]: Training Loss:0.001508 + +2023-05-19 06:42:26,882 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 06:42:40,428 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 06:42:53,757 - ice0003 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.45248, Head : 0.39437, Avg : 0.42342 + MR: Tail : 670.18, Head : 770.11, Avg : 720.15 + Hit-1: Tail : 0.36849, Head : 0.3112, Avg : 0.33985 + Hit-3: Tail : 0.50115, Head : 0.43488, Avg : 0.46802 + Hit-10: Tail : 0.60699, Head : 0.55262, Avg : 0.5798 +2023-05-19 06:42:53,757 - ice0003 - [INFO] - [Epoch 189]: Training Loss: 0.0015076, Valid MRR: 0.42896, + + + +2023-05-19 06:42:54,396 - ice0003 - [INFO] - [E:190| 0]: Train Loss:0.0015192, Val MRR:0.42896, ice0003 +2023-05-19 06:43:57,188 - ice0003 - [INFO] - [E:190| 100]: Train Loss:0.001507, Val MRR:0.42896, ice0003 +2023-05-19 06:45:00,060 - ice0003 - [INFO] - [E:190| 200]: Train Loss:0.0015074, Val MRR:0.42896, ice0003 +2023-05-19 06:46:02,898 - ice0003 - [INFO] - [E:190| 300]: Train Loss:0.0015074, Val MRR:0.42896, ice0003 +2023-05-19 06:47:05,848 - ice0003 - [INFO] - [E:190| 400]: Train Loss:0.0015072, Val MRR:0.42896, ice0003 +2023-05-19 06:48:08,751 - ice0003 - [INFO] - [E:190| 500]: Train Loss:0.0015074, Val MRR:0.42896, ice0003 +2023-05-19 06:49:11,652 - ice0003 - [INFO] - [E:190| 600]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:50:14,613 - ice0003 - [INFO] - [E:190| 700]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:51:17,601 - ice0003 - [INFO] - [E:190| 800]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:52:20,471 - ice0003 - [INFO] - [E:190| 900]: Train Loss:0.0015075, Val MRR:0.42896, ice0003 +2023-05-19 06:53:04,655 - ice0003 - [INFO] - [Epoch:190]: Training Loss:0.001508 + +2023-05-19 06:53:04,867 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 06:53:18,396 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 06:53:31,710 - ice0003 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.46019, Head : 0.39727, Avg : 0.42873 + +2023-05-19 06:53:31,710 - ice0003 - [INFO] - [Epoch 190]: Training Loss: 0.0015076, Valid MRR: 0.42896, + + + +2023-05-19 06:53:32,346 - ice0003 - [INFO] - [E:191| 0]: Train Loss:0.0014998, Val MRR:0.42896, ice0003 +2023-05-19 06:54:35,191 - ice0003 - [INFO] - [E:191| 100]: Train Loss:0.0015079, Val MRR:0.42896, ice0003 +2023-05-19 06:55:38,183 - ice0003 - [INFO] - [E:191| 200]: Train Loss:0.0015072, Val MRR:0.42896, ice0003 +2023-05-19 06:56:41,085 - ice0003 - [INFO] - [E:191| 300]: Train Loss:0.0015073, Val MRR:0.42896, ice0003 +2023-05-19 06:57:43,915 - ice0003 - [INFO] - [E:191| 400]: Train Loss:0.0015072, Val MRR:0.42896, ice0003 +2023-05-19 06:58:46,787 - ice0003 - [INFO] - [E:191| 500]: Train Loss:0.0015069, Val MRR:0.42896, ice0003 +2023-05-19 06:59:49,699 - ice0003 - [INFO] - [E:191| 600]: Train Loss:0.0015068, Val MRR:0.42896, ice0003 +2023-05-19 07:00:52,563 - ice0003 - [INFO] - [E:191| 700]: Train Loss:0.001507, Val MRR:0.42896, ice0003 +2023-05-19 07:01:55,400 - ice0003 - [INFO] - [E:191| 800]: Train Loss:0.001507, Val MRR:0.42896, ice0003 +2023-05-19 07:02:58,264 - ice0003 - [INFO] - [E:191| 900]: Train Loss:0.0015071, Val MRR:0.42896, ice0003 +2023-05-19 07:03:42,534 - ice0003 - [INFO] - [Epoch:191]: Training Loss:0.001507 + +2023-05-19 07:03:42,746 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 07:03:56,317 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 07:04:09,664 - ice0003 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.4566, Head : 0.40146, Avg : 0.42903 + +2023-05-19 07:04:10,910 - ice0003 - [INFO] - [Epoch 191]: Training Loss: 0.0015072, Valid MRR: 0.42903, + + + +2023-05-19 07:04:11,554 - ice0003 - [INFO] - [E:192| 0]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 07:05:14,514 - ice0003 - [INFO] - [E:192| 100]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 07:06:17,481 - ice0003 - [INFO] - [E:192| 200]: Train Loss:0.0015069, Val MRR:0.42903, ice0003 +2023-05-19 07:07:20,462 - ice0003 - [INFO] - [E:192| 300]: Train Loss:0.0015072, Val MRR:0.42903, ice0003 +2023-05-19 07:08:23,401 - ice0003 - [INFO] - [E:192| 400]: Train Loss:0.0015072, Val MRR:0.42903, ice0003 +2023-05-19 07:09:26,327 - ice0003 - [INFO] - [E:192| 500]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 07:10:29,286 - ice0003 - [INFO] - [E:192| 600]: Train Loss:0.0015069, Val MRR:0.42903, ice0003 +2023-05-19 07:11:32,219 - ice0003 - [INFO] - [E:192| 700]: Train Loss:0.001507, Val MRR:0.42903, ice0003 +2023-05-19 07:12:35,287 - ice0003 - [INFO] - [E:192| 800]: Train Loss:0.0015069, Val MRR:0.42903, ice0003 +2023-05-19 07:13:38,182 - ice0003 - [INFO] - [E:192| 900]: Train Loss:0.0015071, Val MRR:0.42903, ice0003 +2023-05-19 07:14:22,503 - ice0003 - [INFO] - [Epoch:192]: Training Loss:0.001507 + +2023-05-19 07:14:22,715 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 07:14:36,284 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 07:14:49,637 - ice0003 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.45533, Head : 0.39783, Avg : 0.42658 + +2023-05-19 07:14:49,637 - ice0003 - [INFO] - [Epoch 192]: Training Loss: 0.001507, Valid MRR: 0.42903, + + + +2023-05-19 07:14:50,275 - ice0003 - [INFO] - [E:193| 0]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 07:15:53,281 - ice0003 - [INFO] - [E:193| 100]: Train Loss:0.0015048, Val MRR:0.42903, ice0003 +2023-05-19 07:16:56,226 - ice0003 - [INFO] - [E:193| 200]: Train Loss:0.0015059, Val MRR:0.42903, ice0003 +2023-05-19 07:17:59,223 - ice0003 - [INFO] - [E:193| 300]: Train Loss:0.0015063, Val MRR:0.42903, ice0003 +2023-05-19 07:19:02,118 - ice0003 - [INFO] - [E:193| 400]: Train Loss:0.0015067, Val MRR:0.42903, ice0003 +2023-05-19 07:20:04,992 - ice0003 - [INFO] - [E:193| 500]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 07:21:07,937 - ice0003 - [INFO] - [E:193| 600]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 07:22:10,912 - ice0003 - [INFO] - [E:193| 700]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 07:23:13,839 - ice0003 - [INFO] - [E:193| 800]: Train Loss:0.0015069, Val MRR:0.42903, ice0003 +2023-05-19 07:24:16,796 - ice0003 - [INFO] - [E:193| 900]: Train Loss:0.0015069, Val MRR:0.42903, ice0003 +2023-05-19 07:25:01,067 - ice0003 - [INFO] - [Epoch:193]: Training Loss:0.001507 + +2023-05-19 07:25:01,280 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 07:25:14,837 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 07:25:28,177 - ice0003 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.45503, Head : 0.40064, Avg : 0.42783 + +2023-05-19 07:25:28,177 - ice0003 - [INFO] - [Epoch 193]: Training Loss: 0.0015069, Valid MRR: 0.42903, + + + +2023-05-19 07:25:28,815 - ice0003 - [INFO] - [E:194| 0]: Train Loss:0.0015183, Val MRR:0.42903, ice0003 +2023-05-19 07:26:31,788 - ice0003 - [INFO] - [E:194| 100]: Train Loss:0.0015063, Val MRR:0.42903, ice0003 +2023-05-19 07:27:34,689 - ice0003 - [INFO] - [E:194| 200]: Train Loss:0.0015062, Val MRR:0.42903, ice0003 +2023-05-19 07:28:37,511 - ice0003 - [INFO] - [E:194| 300]: Train Loss:0.0015067, Val MRR:0.42903, ice0003 +2023-05-19 07:29:40,773 - ice0003 - [INFO] - [E:194| 400]: Train Loss:0.0015067, Val MRR:0.42903, ice0003 +2023-05-19 07:30:56,431 - ice0003 - [INFO] - [E:194| 500]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 07:33:28,385 - ice0003 - [INFO] - [E:194| 600]: Train Loss:0.0015069, Val MRR:0.42903, ice0003 +2023-05-19 07:36:02,241 - ice0003 - [INFO] - [E:194| 700]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 07:38:26,983 - ice0003 - [INFO] - [E:194| 800]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 07:40:48,417 - ice0003 - [INFO] - [E:194| 900]: Train Loss:0.0015069, Val MRR:0.42903, ice0003 +2023-05-19 07:42:27,870 - ice0003 - [INFO] - [Epoch:194]: Training Loss:0.001507 + +2023-05-19 07:42:28,377 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 07:43:00,931 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 07:43:33,055 - ice0003 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.45315, Head : 0.39582, Avg : 0.42448 + +2023-05-19 07:43:33,055 - ice0003 - [INFO] - [Epoch 194]: Training Loss: 0.001507, Valid MRR: 0.42903, + + + +2023-05-19 07:43:34,472 - ice0003 - [INFO] - [E:195| 0]: Train Loss:0.0014953, Val MRR:0.42903, ice0003 +2023-05-19 07:45:55,995 - ice0003 - [INFO] - [E:195| 100]: Train Loss:0.0015074, Val MRR:0.42903, ice0003 +2023-05-19 07:48:17,320 - ice0003 - [INFO] - [E:195| 200]: Train Loss:0.0015073, Val MRR:0.42903, ice0003 +2023-05-19 07:50:38,643 - ice0003 - [INFO] - [E:195| 300]: Train Loss:0.0015066, Val MRR:0.42903, ice0003 +2023-05-19 07:52:59,843 - ice0003 - [INFO] - [E:195| 400]: Train Loss:0.0015067, Val MRR:0.42903, ice0003 +2023-05-19 07:55:21,075 - ice0003 - [INFO] - [E:195| 500]: Train Loss:0.0015064, Val MRR:0.42903, ice0003 +2023-05-19 07:57:42,375 - ice0003 - [INFO] - [E:195| 600]: Train Loss:0.0015065, Val MRR:0.42903, ice0003 +2023-05-19 08:00:03,747 - ice0003 - [INFO] - [E:195| 700]: Train Loss:0.0015067, Val MRR:0.42903, ice0003 +2023-05-19 08:01:37,471 - ice0003 - [INFO] - [E:195| 800]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 08:02:56,719 - ice0003 - [INFO] - [E:195| 900]: Train Loss:0.0015069, Val MRR:0.42903, ice0003 +2023-05-19 08:04:02,149 - ice0003 - [INFO] - [Epoch:195]: Training Loss:0.001507 + +2023-05-19 08:04:02,631 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 08:04:23,659 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 08:04:44,189 - ice0003 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.45545, Head : 0.39895, Avg : 0.4272 + +2023-05-19 08:04:44,189 - ice0003 - [INFO] - [Epoch 195]: Training Loss: 0.0015068, Valid MRR: 0.42903, + + + +2023-05-19 08:04:45,221 - ice0003 - [INFO] - [E:196| 0]: Train Loss:0.001525, Val MRR:0.42903, ice0003 +2023-05-19 08:06:04,057 - ice0003 - [INFO] - [E:196| 100]: Train Loss:0.0015067, Val MRR:0.42903, ice0003 +2023-05-19 08:07:19,519 - ice0003 - [INFO] - [E:196| 200]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 08:08:35,134 - ice0003 - [INFO] - [E:196| 300]: Train Loss:0.0015066, Val MRR:0.42903, ice0003 +2023-05-19 08:09:50,733 - ice0003 - [INFO] - [E:196| 400]: Train Loss:0.0015063, Val MRR:0.42903, ice0003 +2023-05-19 08:11:06,308 - ice0003 - [INFO] - [E:196| 500]: Train Loss:0.0015065, Val MRR:0.42903, ice0003 +2023-05-19 08:12:21,970 - ice0003 - [INFO] - [E:196| 600]: Train Loss:0.0015065, Val MRR:0.42903, ice0003 +2023-05-19 08:13:37,477 - ice0003 - [INFO] - [E:196| 700]: Train Loss:0.0015066, Val MRR:0.42903, ice0003 +2023-05-19 08:14:53,034 - ice0003 - [INFO] - [E:196| 800]: Train Loss:0.0015066, Val MRR:0.42903, ice0003 +2023-05-19 08:16:10,364 - ice0003 - [INFO] - [E:196| 900]: Train Loss:0.0015065, Val MRR:0.42903, ice0003 +2023-05-19 08:17:13,999 - ice0003 - [INFO] - [Epoch:196]: Training Loss:0.001507 + +2023-05-19 08:17:14,368 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 08:17:35,235 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 08:17:55,799 - ice0003 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.45532, Head : 0.39624, Avg : 0.42578 + +2023-05-19 08:17:55,799 - ice0003 - [INFO] - [Epoch 196]: Training Loss: 0.0015065, Valid MRR: 0.42903, + + + +2023-05-19 08:17:56,858 - ice0003 - [INFO] - [E:197| 0]: Train Loss:0.0015098, Val MRR:0.42903, ice0003 +2023-05-19 08:19:19,978 - ice0003 - [INFO] - [E:197| 100]: Train Loss:0.001506, Val MRR:0.42903, ice0003 +2023-05-19 08:20:35,461 - ice0003 - [INFO] - [E:197| 200]: Train Loss:0.0015061, Val MRR:0.42903, ice0003 +2023-05-19 08:21:51,073 - ice0003 - [INFO] - [E:197| 300]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 08:23:06,675 - ice0003 - [INFO] - [E:197| 400]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 08:24:22,302 - ice0003 - [INFO] - [E:197| 500]: Train Loss:0.0015059, Val MRR:0.42903, ice0003 +2023-05-19 08:25:37,716 - ice0003 - [INFO] - [E:197| 600]: Train Loss:0.0015061, Val MRR:0.42903, ice0003 +2023-05-19 08:26:53,250 - ice0003 - [INFO] - [E:197| 700]: Train Loss:0.0015061, Val MRR:0.42903, ice0003 +2023-05-19 08:28:08,926 - ice0003 - [INFO] - [E:197| 800]: Train Loss:0.0015063, Val MRR:0.42903, ice0003 +2023-05-19 08:29:23,644 - ice0003 - [INFO] - [E:197| 900]: Train Loss:0.0015063, Val MRR:0.42903, ice0003 +2023-05-19 08:30:27,246 - ice0003 - [INFO] - [Epoch:197]: Training Loss:0.001506 + +2023-05-19 08:30:27,612 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 08:30:48,391 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 08:31:08,735 - ice0003 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.45487, Head : 0.39602, Avg : 0.42545 + +2023-05-19 08:31:08,736 - ice0003 - [INFO] - [Epoch 197]: Training Loss: 0.0015064, Valid MRR: 0.42903, + + + +2023-05-19 08:31:09,654 - ice0003 - [INFO] - [E:198| 0]: Train Loss:0.0015255, Val MRR:0.42903, ice0003 +2023-05-19 08:32:34,654 - ice0003 - [INFO] - [E:198| 100]: Train Loss:0.0015072, Val MRR:0.42903, ice0003 +2023-05-19 08:33:37,458 - ice0003 - [INFO] - [E:198| 200]: Train Loss:0.0015066, Val MRR:0.42903, ice0003 +2023-05-19 08:34:40,286 - ice0003 - [INFO] - [E:198| 300]: Train Loss:0.0015068, Val MRR:0.42903, ice0003 +2023-05-19 08:35:43,194 - ice0003 - [INFO] - [E:198| 400]: Train Loss:0.0015066, Val MRR:0.42903, ice0003 +2023-05-19 08:36:46,081 - ice0003 - [INFO] - [E:198| 500]: Train Loss:0.0015062, Val MRR:0.42903, ice0003 +2023-05-19 08:37:48,945 - ice0003 - [INFO] - [E:198| 600]: Train Loss:0.0015062, Val MRR:0.42903, ice0003 +2023-05-19 08:38:51,809 - ice0003 - [INFO] - [E:198| 700]: Train Loss:0.0015062, Val MRR:0.42903, ice0003 +2023-05-19 08:39:54,650 - ice0003 - [INFO] - [E:198| 800]: Train Loss:0.0015063, Val MRR:0.42903, ice0003 +2023-05-19 08:40:57,493 - ice0003 - [INFO] - [E:198| 900]: Train Loss:0.0015063, Val MRR:0.42903, ice0003 +2023-05-19 08:41:41,680 - ice0003 - [INFO] - [Epoch:198]: Training Loss:0.001506 + +2023-05-19 08:41:41,893 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 08:41:55,455 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 08:42:08,803 - ice0003 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.45468, Head : 0.3958, Avg : 0.42524 + +2023-05-19 08:42:08,803 - ice0003 - [INFO] - [Epoch 198]: Training Loss: 0.0015064, Valid MRR: 0.42903, + + + +2023-05-19 08:42:09,444 - ice0003 - [INFO] - [E:199| 0]: Train Loss:0.0014928, Val MRR:0.42903, ice0003 +2023-05-19 08:43:12,361 - ice0003 - [INFO] - [E:199| 100]: Train Loss:0.0015067, Val MRR:0.42903, ice0003 +2023-05-19 08:44:15,261 - ice0003 - [INFO] - [E:199| 200]: Train Loss:0.0015061, Val MRR:0.42903, ice0003 +2023-05-19 08:45:18,182 - ice0003 - [INFO] - [E:199| 300]: Train Loss:0.0015063, Val MRR:0.42903, ice0003 +2023-05-19 08:46:21,116 - ice0003 - [INFO] - [E:199| 400]: Train Loss:0.0015061, Val MRR:0.42903, ice0003 +2023-05-19 08:47:24,030 - ice0003 - [INFO] - [E:199| 500]: Train Loss:0.0015061, Val MRR:0.42903, ice0003 +2023-05-19 08:48:26,960 - ice0003 - [INFO] - [E:199| 600]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 08:49:29,911 - ice0003 - [INFO] - [E:199| 700]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 08:50:32,861 - ice0003 - [INFO] - [E:199| 800]: Train Loss:0.0015059, Val MRR:0.42903, ice0003 +2023-05-19 08:51:35,812 - ice0003 - [INFO] - [E:199| 900]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 08:52:20,085 - ice0003 - [INFO] - [Epoch:199]: Training Loss:0.001506 + +2023-05-19 08:52:20,297 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 08:52:33,822 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 08:52:47,212 - ice0003 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.45592, Head : 0.39752, Avg : 0.42672 + MR: Tail : 630.69, Head : 745.74, Avg : 688.22 + Hit-1: Tail : 0.37298, Head : 0.31424, Avg : 0.34361 + Hit-3: Tail : 0.50079, Head : 0.43585, Avg : 0.46832 + Hit-10: Tail : 0.60857, Head : 0.55832, Avg : 0.58344 +2023-05-19 08:52:47,212 - ice0003 - [INFO] - [Epoch 199]: Training Loss: 0.0015059, Valid MRR: 0.42903, + + + +2023-05-19 08:52:47,849 - ice0003 - [INFO] - [E:200| 0]: Train Loss:0.0014958, Val MRR:0.42903, ice0003 +2023-05-19 08:53:50,797 - ice0003 - [INFO] - [E:200| 100]: Train Loss:0.0015063, Val MRR:0.42903, ice0003 +2023-05-19 08:54:53,662 - ice0003 - [INFO] - [E:200| 200]: Train Loss:0.0015056, Val MRR:0.42903, ice0003 +2023-05-19 08:55:56,489 - ice0003 - [INFO] - [E:200| 300]: Train Loss:0.0015056, Val MRR:0.42903, ice0003 +2023-05-19 08:56:59,316 - ice0003 - [INFO] - [E:200| 400]: Train Loss:0.0015054, Val MRR:0.42903, ice0003 +2023-05-19 08:58:02,196 - ice0003 - [INFO] - [E:200| 500]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 08:59:05,041 - ice0003 - [INFO] - [E:200| 600]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 09:00:07,891 - ice0003 - [INFO] - [E:200| 700]: Train Loss:0.0015055, Val MRR:0.42903, ice0003 +2023-05-19 09:01:10,741 - ice0003 - [INFO] - [E:200| 800]: Train Loss:0.0015056, Val MRR:0.42903, ice0003 +2023-05-19 09:02:13,694 - ice0003 - [INFO] - [E:200| 900]: Train Loss:0.0015057, Val MRR:0.42903, ice0003 +2023-05-19 09:02:57,867 - ice0003 - [INFO] - [Epoch:200]: Training Loss:0.001506 + +2023-05-19 09:02:58,080 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 09:03:11,632 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 09:03:24,993 - ice0003 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.45672, Head : 0.40008, Avg : 0.4284 + +2023-05-19 09:03:24,993 - ice0003 - [INFO] - [Epoch 200]: Training Loss: 0.0015059, Valid MRR: 0.42903, + + + +2023-05-19 09:03:25,630 - ice0003 - [INFO] - [E:201| 0]: Train Loss:0.0015049, Val MRR:0.42903, ice0003 +2023-05-19 09:04:28,494 - ice0003 - [INFO] - [E:201| 100]: Train Loss:0.0015048, Val MRR:0.42903, ice0003 +2023-05-19 09:05:31,330 - ice0003 - [INFO] - [E:201| 200]: Train Loss:0.0015054, Val MRR:0.42903, ice0003 +2023-05-19 09:06:34,196 - ice0003 - [INFO] - [E:201| 300]: Train Loss:0.0015057, Val MRR:0.42903, ice0003 +2023-05-19 09:07:37,146 - ice0003 - [INFO] - [E:201| 400]: Train Loss:0.0015056, Val MRR:0.42903, ice0003 +2023-05-19 09:08:40,130 - ice0003 - [INFO] - [E:201| 500]: Train Loss:0.0015057, Val MRR:0.42903, ice0003 +2023-05-19 09:09:43,102 - ice0003 - [INFO] - [E:201| 600]: Train Loss:0.0015056, Val MRR:0.42903, ice0003 +2023-05-19 09:10:46,180 - ice0003 - [INFO] - [E:201| 700]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 09:11:49,155 - ice0003 - [INFO] - [E:201| 800]: Train Loss:0.0015057, Val MRR:0.42903, ice0003 +2023-05-19 09:12:52,090 - ice0003 - [INFO] - [E:201| 900]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 09:13:37,234 - ice0003 - [INFO] - [Epoch:201]: Training Loss:0.001506 + +2023-05-19 09:13:37,447 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 09:13:51,002 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 09:14:04,336 - ice0003 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.45485, Head : 0.39683, Avg : 0.42584 + +2023-05-19 09:14:04,336 - ice0003 - [INFO] - [Epoch 201]: Training Loss: 0.0015059, Valid MRR: 0.42903, + + + +2023-05-19 09:14:04,972 - ice0003 - [INFO] - [E:202| 0]: Train Loss:0.0015002, Val MRR:0.42903, ice0003 +2023-05-19 09:15:07,871 - ice0003 - [INFO] - [E:202| 100]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 09:16:10,736 - ice0003 - [INFO] - [E:202| 200]: Train Loss:0.001505, Val MRR:0.42903, ice0003 +2023-05-19 09:17:13,581 - ice0003 - [INFO] - [E:202| 300]: Train Loss:0.0015048, Val MRR:0.42903, ice0003 +2023-05-19 09:18:16,425 - ice0003 - [INFO] - [E:202| 400]: Train Loss:0.0015051, Val MRR:0.42903, ice0003 +2023-05-19 09:19:19,401 - ice0003 - [INFO] - [E:202| 500]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 09:20:22,361 - ice0003 - [INFO] - [E:202| 600]: Train Loss:0.0015055, Val MRR:0.42903, ice0003 +2023-05-19 09:21:25,298 - ice0003 - [INFO] - [E:202| 700]: Train Loss:0.0015057, Val MRR:0.42903, ice0003 +2023-05-19 09:22:28,276 - ice0003 - [INFO] - [E:202| 800]: Train Loss:0.0015057, Val MRR:0.42903, ice0003 +2023-05-19 09:23:31,206 - ice0003 - [INFO] - [E:202| 900]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 09:24:15,472 - ice0003 - [INFO] - [Epoch:202]: Training Loss:0.001506 + +2023-05-19 09:24:15,683 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 09:24:29,245 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 09:24:42,608 - ice0003 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.45438, Head : 0.39802, Avg : 0.4262 + +2023-05-19 09:24:42,608 - ice0003 - [INFO] - [Epoch 202]: Training Loss: 0.0015057, Valid MRR: 0.42903, + + + +2023-05-19 09:24:43,246 - ice0003 - [INFO] - [E:203| 0]: Train Loss:0.0015079, Val MRR:0.42903, ice0003 +2023-05-19 09:25:46,197 - ice0003 - [INFO] - [E:203| 100]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 09:26:49,169 - ice0003 - [INFO] - [E:203| 200]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 09:27:52,235 - ice0003 - [INFO] - [E:203| 300]: Train Loss:0.0015049, Val MRR:0.42903, ice0003 +2023-05-19 09:28:55,178 - ice0003 - [INFO] - [E:203| 400]: Train Loss:0.0015051, Val MRR:0.42903, ice0003 +2023-05-19 09:29:58,028 - ice0003 - [INFO] - [E:203| 500]: Train Loss:0.001505, Val MRR:0.42903, ice0003 +2023-05-19 09:31:00,932 - ice0003 - [INFO] - [E:203| 600]: Train Loss:0.0015052, Val MRR:0.42903, ice0003 +2023-05-19 09:32:03,817 - ice0003 - [INFO] - [E:203| 700]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 09:33:06,651 - ice0003 - [INFO] - [E:203| 800]: Train Loss:0.0015054, Val MRR:0.42903, ice0003 +2023-05-19 09:34:09,521 - ice0003 - [INFO] - [E:203| 900]: Train Loss:0.0015054, Val MRR:0.42903, ice0003 +2023-05-19 09:34:53,719 - ice0003 - [INFO] - [Epoch:203]: Training Loss:0.001506 + +2023-05-19 09:34:53,931 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 09:35:07,479 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 09:35:20,802 - ice0003 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.45583, Head : 0.3963, Avg : 0.42606 + +2023-05-19 09:35:20,802 - ice0003 - [INFO] - [Epoch 203]: Training Loss: 0.0015056, Valid MRR: 0.42903, + + + +2023-05-19 09:35:21,438 - ice0003 - [INFO] - [E:204| 0]: Train Loss:0.0014933, Val MRR:0.42903, ice0003 +2023-05-19 09:36:24,436 - ice0003 - [INFO] - [E:204| 100]: Train Loss:0.0015045, Val MRR:0.42903, ice0003 +2023-05-19 09:37:27,392 - ice0003 - [INFO] - [E:204| 200]: Train Loss:0.0015039, Val MRR:0.42903, ice0003 +2023-05-19 09:38:30,369 - ice0003 - [INFO] - [E:204| 300]: Train Loss:0.0015044, Val MRR:0.42903, ice0003 +2023-05-19 09:39:33,326 - ice0003 - [INFO] - [E:204| 400]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 09:40:36,286 - ice0003 - [INFO] - [E:204| 500]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 09:41:39,262 - ice0003 - [INFO] - [E:204| 600]: Train Loss:0.0015049, Val MRR:0.42903, ice0003 +2023-05-19 09:42:42,225 - ice0003 - [INFO] - [E:204| 700]: Train Loss:0.0015052, Val MRR:0.42903, ice0003 +2023-05-19 09:43:45,165 - ice0003 - [INFO] - [E:204| 800]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 09:44:48,167 - ice0003 - [INFO] - [E:204| 900]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 09:45:32,435 - ice0003 - [INFO] - [Epoch:204]: Training Loss:0.001505 + +2023-05-19 09:45:32,647 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 09:45:46,208 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 09:45:59,551 - ice0003 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.45783, Head : 0.39892, Avg : 0.42837 + +2023-05-19 09:45:59,552 - ice0003 - [INFO] - [Epoch 204]: Training Loss: 0.0015053, Valid MRR: 0.42903, + + + +2023-05-19 09:46:00,189 - ice0003 - [INFO] - [E:205| 0]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 09:47:03,128 - ice0003 - [INFO] - [E:205| 100]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 09:48:06,148 - ice0003 - [INFO] - [E:205| 200]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 09:49:09,148 - ice0003 - [INFO] - [E:205| 300]: Train Loss:0.0015056, Val MRR:0.42903, ice0003 +2023-05-19 09:50:12,211 - ice0003 - [INFO] - [E:205| 400]: Train Loss:0.0015057, Val MRR:0.42903, ice0003 +2023-05-19 09:51:15,199 - ice0003 - [INFO] - [E:205| 500]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 09:52:18,029 - ice0003 - [INFO] - [E:205| 600]: Train Loss:0.0015051, Val MRR:0.42903, ice0003 +2023-05-19 09:53:20,914 - ice0003 - [INFO] - [E:205| 700]: Train Loss:0.001505, Val MRR:0.42903, ice0003 +2023-05-19 09:54:23,756 - ice0003 - [INFO] - [E:205| 800]: Train Loss:0.0015053, Val MRR:0.42903, ice0003 +2023-05-19 09:55:26,568 - ice0003 - [INFO] - [E:205| 900]: Train Loss:0.0015052, Val MRR:0.42903, ice0003 +2023-05-19 09:56:10,730 - ice0003 - [INFO] - [Epoch:205]: Training Loss:0.001505 + +2023-05-19 09:56:10,944 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 09:56:24,480 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 09:56:37,813 - ice0003 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.45347, Head : 0.39464, Avg : 0.42406 + +2023-05-19 09:56:37,813 - ice0003 - [INFO] - [Epoch 205]: Training Loss: 0.0015053, Valid MRR: 0.42903, + + + +2023-05-19 09:56:38,448 - ice0003 - [INFO] - [E:206| 0]: Train Loss:0.0015089, Val MRR:0.42903, ice0003 +2023-05-19 09:57:41,284 - ice0003 - [INFO] - [E:206| 100]: Train Loss:0.001505, Val MRR:0.42903, ice0003 +2023-05-19 09:58:44,126 - ice0003 - [INFO] - [E:206| 200]: Train Loss:0.0015051, Val MRR:0.42903, ice0003 +2023-05-19 09:59:47,028 - ice0003 - [INFO] - [E:206| 300]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:00:49,980 - ice0003 - [INFO] - [E:206| 400]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 10:01:52,973 - ice0003 - [INFO] - [E:206| 500]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:02:55,904 - ice0003 - [INFO] - [E:206| 600]: Train Loss:0.0015045, Val MRR:0.42903, ice0003 +2023-05-19 10:03:58,750 - ice0003 - [INFO] - [E:206| 700]: Train Loss:0.0015048, Val MRR:0.42903, ice0003 +2023-05-19 10:05:01,691 - ice0003 - [INFO] - [E:206| 800]: Train Loss:0.0015051, Val MRR:0.42903, ice0003 +2023-05-19 10:06:04,639 - ice0003 - [INFO] - [E:206| 900]: Train Loss:0.0015051, Val MRR:0.42903, ice0003 +2023-05-19 10:06:48,886 - ice0003 - [INFO] - [Epoch:206]: Training Loss:0.001505 + +2023-05-19 10:06:49,098 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 10:07:02,655 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 10:07:15,992 - ice0003 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.4551, Head : 0.39749, Avg : 0.42629 + +2023-05-19 10:07:15,992 - ice0003 - [INFO] - [Epoch 206]: Training Loss: 0.0015051, Valid MRR: 0.42903, + + + +2023-05-19 10:07:16,630 - ice0003 - [INFO] - [E:207| 0]: Train Loss:0.0015111, Val MRR:0.42903, ice0003 +2023-05-19 10:08:19,559 - ice0003 - [INFO] - [E:207| 100]: Train Loss:0.0015043, Val MRR:0.42903, ice0003 +2023-05-19 10:09:22,409 - ice0003 - [INFO] - [E:207| 200]: Train Loss:0.0015044, Val MRR:0.42903, ice0003 +2023-05-19 10:10:25,238 - ice0003 - [INFO] - [E:207| 300]: Train Loss:0.0015042, Val MRR:0.42903, ice0003 +2023-05-19 10:11:28,248 - ice0003 - [INFO] - [E:207| 400]: Train Loss:0.0015042, Val MRR:0.42903, ice0003 +2023-05-19 10:12:31,196 - ice0003 - [INFO] - [E:207| 500]: Train Loss:0.0015043, Val MRR:0.42903, ice0003 +2023-05-19 10:13:34,154 - ice0003 - [INFO] - [E:207| 600]: Train Loss:0.0015045, Val MRR:0.42903, ice0003 +2023-05-19 10:14:37,103 - ice0003 - [INFO] - [E:207| 700]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 10:15:40,079 - ice0003 - [INFO] - [E:207| 800]: Train Loss:0.0015049, Val MRR:0.42903, ice0003 +2023-05-19 10:16:43,040 - ice0003 - [INFO] - [E:207| 900]: Train Loss:0.001505, Val MRR:0.42903, ice0003 +2023-05-19 10:17:27,334 - ice0003 - [INFO] - [Epoch:207]: Training Loss:0.001505 + +2023-05-19 10:17:27,546 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 10:17:41,105 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 10:17:54,452 - ice0003 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.45841, Head : 0.39957, Avg : 0.42899 + +2023-05-19 10:17:54,452 - ice0003 - [INFO] - [Epoch 207]: Training Loss: 0.001505, Valid MRR: 0.42903, + + + +2023-05-19 10:17:55,090 - ice0003 - [INFO] - [E:208| 0]: Train Loss:0.0014997, Val MRR:0.42903, ice0003 +2023-05-19 10:18:58,058 - ice0003 - [INFO] - [E:208| 100]: Train Loss:0.0015033, Val MRR:0.42903, ice0003 +2023-05-19 10:20:01,135 - ice0003 - [INFO] - [E:208| 200]: Train Loss:0.0015032, Val MRR:0.42903, ice0003 +2023-05-19 10:21:03,966 - ice0003 - [INFO] - [E:208| 300]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 10:22:06,809 - ice0003 - [INFO] - [E:208| 400]: Train Loss:0.0015041, Val MRR:0.42903, ice0003 +2023-05-19 10:23:09,620 - ice0003 - [INFO] - [E:208| 500]: Train Loss:0.0015044, Val MRR:0.42903, ice0003 +2023-05-19 10:24:12,443 - ice0003 - [INFO] - [E:208| 600]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:25:15,267 - ice0003 - [INFO] - [E:208| 700]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 10:26:18,203 - ice0003 - [INFO] - [E:208| 800]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 10:27:21,177 - ice0003 - [INFO] - [E:208| 900]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 10:28:05,494 - ice0003 - [INFO] - [Epoch:208]: Training Loss:0.001505 + +2023-05-19 10:28:05,707 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 10:28:19,269 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 10:28:32,600 - ice0003 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.45829, Head : 0.3973, Avg : 0.4278 + +2023-05-19 10:28:32,600 - ice0003 - [INFO] - [Epoch 208]: Training Loss: 0.0015049, Valid MRR: 0.42903, + + + +2023-05-19 10:28:33,235 - ice0003 - [INFO] - [E:209| 0]: Train Loss:0.0015019, Val MRR:0.42903, ice0003 +2023-05-19 10:29:36,081 - ice0003 - [INFO] - [E:209| 100]: Train Loss:0.0015045, Val MRR:0.42903, ice0003 +2023-05-19 10:30:38,973 - ice0003 - [INFO] - [E:209| 200]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 10:31:41,867 - ice0003 - [INFO] - [E:209| 300]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 10:32:44,688 - ice0003 - [INFO] - [E:209| 400]: Train Loss:0.0015043, Val MRR:0.42903, ice0003 +2023-05-19 10:33:47,502 - ice0003 - [INFO] - [E:209| 500]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:34:50,435 - ice0003 - [INFO] - [E:209| 600]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:35:53,349 - ice0003 - [INFO] - [E:209| 700]: Train Loss:0.0015045, Val MRR:0.42903, ice0003 +2023-05-19 10:36:56,370 - ice0003 - [INFO] - [E:209| 800]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:37:59,325 - ice0003 - [INFO] - [E:209| 900]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 10:38:43,601 - ice0003 - [INFO] - [Epoch:209]: Training Loss:0.001505 + +2023-05-19 10:38:43,814 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 10:38:57,384 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 10:39:10,735 - ice0003 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.4585, Head : 0.39866, Avg : 0.42858 + MR: Tail : 627.59, Head : 729.28, Avg : 678.43 + Hit-1: Tail : 0.37614, Head : 0.31715, Avg : 0.34664 + Hit-3: Tail : 0.50322, Head : 0.43646, Avg : 0.46984 + Hit-10: Tail : 0.61063, Head : 0.55407, Avg : 0.58235 +2023-05-19 10:39:10,735 - ice0003 - [INFO] - [Epoch 209]: Training Loss: 0.0015048, Valid MRR: 0.42903, + + + +2023-05-19 10:39:11,379 - ice0003 - [INFO] - [E:210| 0]: Train Loss:0.0014985, Val MRR:0.42903, ice0003 +2023-05-19 10:40:14,355 - ice0003 - [INFO] - [E:210| 100]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 10:41:17,312 - ice0003 - [INFO] - [E:210| 200]: Train Loss:0.0015039, Val MRR:0.42903, ice0003 +2023-05-19 10:42:20,274 - ice0003 - [INFO] - [E:210| 300]: Train Loss:0.0015043, Val MRR:0.42903, ice0003 +2023-05-19 10:43:23,206 - ice0003 - [INFO] - [E:210| 400]: Train Loss:0.0015045, Val MRR:0.42903, ice0003 +2023-05-19 10:44:26,156 - ice0003 - [INFO] - [E:210| 500]: Train Loss:0.0015045, Val MRR:0.42903, ice0003 +2023-05-19 10:45:29,163 - ice0003 - [INFO] - [E:210| 600]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:46:31,968 - ice0003 - [INFO] - [E:210| 700]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:47:34,773 - ice0003 - [INFO] - [E:210| 800]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 10:48:37,615 - ice0003 - [INFO] - [E:210| 900]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:49:21,767 - ice0003 - [INFO] - [Epoch:210]: Training Loss:0.001505 + +2023-05-19 10:49:21,979 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 10:49:35,525 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 10:49:48,857 - ice0003 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.45924, Head : 0.39865, Avg : 0.42895 + +2023-05-19 10:49:48,857 - ice0003 - [INFO] - [Epoch 210]: Training Loss: 0.0015046, Valid MRR: 0.42903, + + + +2023-05-19 10:49:49,493 - ice0003 - [INFO] - [E:211| 0]: Train Loss:0.0015059, Val MRR:0.42903, ice0003 +2023-05-19 10:50:52,286 - ice0003 - [INFO] - [E:211| 100]: Train Loss:0.0015042, Val MRR:0.42903, ice0003 +2023-05-19 10:51:55,084 - ice0003 - [INFO] - [E:211| 200]: Train Loss:0.0015042, Val MRR:0.42903, ice0003 +2023-05-19 10:52:57,899 - ice0003 - [INFO] - [E:211| 300]: Train Loss:0.0015043, Val MRR:0.42903, ice0003 +2023-05-19 10:54:00,795 - ice0003 - [INFO] - [E:211| 400]: Train Loss:0.0015043, Val MRR:0.42903, ice0003 +2023-05-19 10:55:03,652 - ice0003 - [INFO] - [E:211| 500]: Train Loss:0.0015043, Val MRR:0.42903, ice0003 +2023-05-19 10:56:06,455 - ice0003 - [INFO] - [E:211| 600]: Train Loss:0.0015044, Val MRR:0.42903, ice0003 +2023-05-19 10:57:09,280 - ice0003 - [INFO] - [E:211| 700]: Train Loss:0.0015045, Val MRR:0.42903, ice0003 +2023-05-19 10:58:12,131 - ice0003 - [INFO] - [E:211| 800]: Train Loss:0.0015046, Val MRR:0.42903, ice0003 +2023-05-19 10:59:14,952 - ice0003 - [INFO] - [E:211| 900]: Train Loss:0.0015047, Val MRR:0.42903, ice0003 +2023-05-19 10:59:59,120 - ice0003 - [INFO] - [Epoch:211]: Training Loss:0.001504 + +2023-05-19 10:59:59,332 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 11:00:12,876 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 11:00:26,204 - ice0003 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.45584, Head : 0.39727, Avg : 0.42655 + +2023-05-19 11:00:26,204 - ice0003 - [INFO] - [Epoch 211]: Training Loss: 0.0015044, Valid MRR: 0.42903, + + + +2023-05-19 11:00:26,841 - ice0003 - [INFO] - [E:212| 0]: Train Loss:0.0014983, Val MRR:0.42903, ice0003 +2023-05-19 11:01:29,660 - ice0003 - [INFO] - [E:212| 100]: Train Loss:0.0015049, Val MRR:0.42903, ice0003 +2023-05-19 11:02:32,597 - ice0003 - [INFO] - [E:212| 200]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 11:03:35,583 - ice0003 - [INFO] - [E:212| 300]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 11:04:38,547 - ice0003 - [INFO] - [E:212| 400]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 11:05:41,517 - ice0003 - [INFO] - [E:212| 500]: Train Loss:0.0015038, Val MRR:0.42903, ice0003 +2023-05-19 11:06:44,497 - ice0003 - [INFO] - [E:212| 600]: Train Loss:0.0015038, Val MRR:0.42903, ice0003 +2023-05-19 11:07:47,412 - ice0003 - [INFO] - [E:212| 700]: Train Loss:0.0015039, Val MRR:0.42903, ice0003 +2023-05-19 11:08:50,257 - ice0003 - [INFO] - [E:212| 800]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 11:09:53,192 - ice0003 - [INFO] - [E:212| 900]: Train Loss:0.0015041, Val MRR:0.42903, ice0003 +2023-05-19 11:10:37,434 - ice0003 - [INFO] - [Epoch:212]: Training Loss:0.001504 + +2023-05-19 11:10:37,647 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 11:10:51,249 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 11:11:04,611 - ice0003 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.4558, Head : 0.39726, Avg : 0.42653 + +2023-05-19 11:11:04,612 - ice0003 - [INFO] - [Epoch 212]: Training Loss: 0.0015042, Valid MRR: 0.42903, + + + +2023-05-19 11:11:05,247 - ice0003 - [INFO] - [E:213| 0]: Train Loss:0.0014972, Val MRR:0.42903, ice0003 +2023-05-19 11:12:08,038 - ice0003 - [INFO] - [E:213| 100]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 11:13:10,825 - ice0003 - [INFO] - [E:213| 200]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 11:14:13,628 - ice0003 - [INFO] - [E:213| 300]: Train Loss:0.0015038, Val MRR:0.42903, ice0003 +2023-05-19 11:15:16,418 - ice0003 - [INFO] - [E:213| 400]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 11:16:19,223 - ice0003 - [INFO] - [E:213| 500]: Train Loss:0.0015039, Val MRR:0.42903, ice0003 +2023-05-19 11:17:22,039 - ice0003 - [INFO] - [E:213| 600]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 11:18:24,826 - ice0003 - [INFO] - [E:213| 700]: Train Loss:0.0015041, Val MRR:0.42903, ice0003 +2023-05-19 11:19:27,658 - ice0003 - [INFO] - [E:213| 800]: Train Loss:0.0015039, Val MRR:0.42903, ice0003 +2023-05-19 11:20:30,506 - ice0003 - [INFO] - [E:213| 900]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 11:21:14,656 - ice0003 - [INFO] - [Epoch:213]: Training Loss:0.001504 + +2023-05-19 11:21:14,868 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 11:21:28,393 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 11:21:41,718 - ice0003 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.45175, Head : 0.39628, Avg : 0.42401 + +2023-05-19 11:21:41,718 - ice0003 - [INFO] - [Epoch 213]: Training Loss: 0.001504, Valid MRR: 0.42903, + + + +2023-05-19 11:21:42,356 - ice0003 - [INFO] - [E:214| 0]: Train Loss:0.0015073, Val MRR:0.42903, ice0003 +2023-05-19 11:22:45,183 - ice0003 - [INFO] - [E:214| 100]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 11:23:47,989 - ice0003 - [INFO] - [E:214| 200]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 11:24:50,897 - ice0003 - [INFO] - [E:214| 300]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 11:25:53,810 - ice0003 - [INFO] - [E:214| 400]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 11:26:56,710 - ice0003 - [INFO] - [E:214| 500]: Train Loss:0.0015038, Val MRR:0.42903, ice0003 +2023-05-19 11:27:59,637 - ice0003 - [INFO] - [E:214| 600]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 11:29:02,564 - ice0003 - [INFO] - [E:214| 700]: Train Loss:0.0015039, Val MRR:0.42903, ice0003 +2023-05-19 11:30:05,417 - ice0003 - [INFO] - [E:214| 800]: Train Loss:0.0015038, Val MRR:0.42903, ice0003 +2023-05-19 11:31:08,275 - ice0003 - [INFO] - [E:214| 900]: Train Loss:0.0015039, Val MRR:0.42903, ice0003 +2023-05-19 11:31:52,418 - ice0003 - [INFO] - [Epoch:214]: Training Loss:0.001504 + +2023-05-19 11:31:52,633 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 11:32:06,172 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 11:32:19,507 - ice0003 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.45094, Head : 0.39463, Avg : 0.42279 + +2023-05-19 11:32:19,507 - ice0003 - [INFO] - [Epoch 214]: Training Loss: 0.0015041, Valid MRR: 0.42903, + + + +2023-05-19 11:32:20,144 - ice0003 - [INFO] - [E:215| 0]: Train Loss:0.0015023, Val MRR:0.42903, ice0003 +2023-05-19 11:33:22,925 - ice0003 - [INFO] - [E:215| 100]: Train Loss:0.0015038, Val MRR:0.42903, ice0003 +2023-05-19 11:34:25,730 - ice0003 - [INFO] - [E:215| 200]: Train Loss:0.0015032, Val MRR:0.42903, ice0003 +2023-05-19 11:35:28,594 - ice0003 - [INFO] - [E:215| 300]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 11:36:31,570 - ice0003 - [INFO] - [E:215| 400]: Train Loss:0.0015038, Val MRR:0.42903, ice0003 +2023-05-19 11:37:34,591 - ice0003 - [INFO] - [E:215| 500]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 11:38:37,525 - ice0003 - [INFO] - [E:215| 600]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 11:39:40,484 - ice0003 - [INFO] - [E:215| 700]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 11:40:43,434 - ice0003 - [INFO] - [E:215| 800]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 11:41:46,206 - ice0003 - [INFO] - [E:215| 900]: Train Loss:0.0015038, Val MRR:0.42903, ice0003 +2023-05-19 11:42:30,396 - ice0003 - [INFO] - [Epoch:215]: Training Loss:0.001504 + +2023-05-19 11:42:30,609 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 11:42:44,140 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 11:42:57,464 - ice0003 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.45494, Head : 0.39772, Avg : 0.42633 + +2023-05-19 11:42:57,464 - ice0003 - [INFO] - [Epoch 215]: Training Loss: 0.0015039, Valid MRR: 0.42903, + + + +2023-05-19 11:42:58,100 - ice0003 - [INFO] - [E:216| 0]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 11:44:00,903 - ice0003 - [INFO] - [E:216| 100]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 11:45:03,687 - ice0003 - [INFO] - [E:216| 200]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 11:46:06,630 - ice0003 - [INFO] - [E:216| 300]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 11:47:09,452 - ice0003 - [INFO] - [E:216| 400]: Train Loss:0.0015039, Val MRR:0.42903, ice0003 +2023-05-19 11:48:12,242 - ice0003 - [INFO] - [E:216| 500]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 11:49:15,082 - ice0003 - [INFO] - [E:216| 600]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 11:50:17,925 - ice0003 - [INFO] - [E:216| 700]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 11:51:20,892 - ice0003 - [INFO] - [E:216| 800]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 11:52:23,831 - ice0003 - [INFO] - [E:216| 900]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 11:53:08,027 - ice0003 - [INFO] - [Epoch:216]: Training Loss:0.001504 + +2023-05-19 11:53:08,240 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 11:53:21,782 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 11:53:35,103 - ice0003 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.45333, Head : 0.39677, Avg : 0.42505 + +2023-05-19 11:53:35,103 - ice0003 - [INFO] - [Epoch 216]: Training Loss: 0.0015037, Valid MRR: 0.42903, + + + +2023-05-19 11:53:35,740 - ice0003 - [INFO] - [E:217| 0]: Train Loss:0.0015221, Val MRR:0.42903, ice0003 +2023-05-19 11:54:38,643 - ice0003 - [INFO] - [E:217| 100]: Train Loss:0.0015032, Val MRR:0.42903, ice0003 +2023-05-19 11:55:41,431 - ice0003 - [INFO] - [E:217| 200]: Train Loss:0.001503, Val MRR:0.42903, ice0003 +2023-05-19 11:56:44,219 - ice0003 - [INFO] - [E:217| 300]: Train Loss:0.0015034, Val MRR:0.42903, ice0003 +2023-05-19 11:57:47,011 - ice0003 - [INFO] - [E:217| 400]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 11:58:49,800 - ice0003 - [INFO] - [E:217| 500]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 11:59:52,584 - ice0003 - [INFO] - [E:217| 600]: Train Loss:0.0015036, Val MRR:0.42903, ice0003 +2023-05-19 12:00:55,370 - ice0003 - [INFO] - [E:217| 700]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 12:01:58,165 - ice0003 - [INFO] - [E:217| 800]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 12:03:01,030 - ice0003 - [INFO] - [E:217| 900]: Train Loss:0.0015038, Val MRR:0.42903, ice0003 +2023-05-19 12:03:45,183 - ice0003 - [INFO] - [Epoch:217]: Training Loss:0.001504 + +2023-05-19 12:03:45,394 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 12:03:58,932 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 12:04:12,259 - ice0003 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.45448, Head : 0.3984, Avg : 0.42644 + +2023-05-19 12:04:12,260 - ice0003 - [INFO] - [Epoch 217]: Training Loss: 0.0015037, Valid MRR: 0.42903, + + + +2023-05-19 12:04:12,901 - ice0003 - [INFO] - [E:218| 0]: Train Loss:0.0015032, Val MRR:0.42903, ice0003 +2023-05-19 12:05:15,803 - ice0003 - [INFO] - [E:218| 100]: Train Loss:0.0015037, Val MRR:0.42903, ice0003 +2023-05-19 12:06:18,772 - ice0003 - [INFO] - [E:218| 200]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 12:07:21,698 - ice0003 - [INFO] - [E:218| 300]: Train Loss:0.0015033, Val MRR:0.42903, ice0003 +2023-05-19 12:08:24,658 - ice0003 - [INFO] - [E:218| 400]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 12:09:27,618 - ice0003 - [INFO] - [E:218| 500]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 12:10:30,567 - ice0003 - [INFO] - [E:218| 600]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 12:11:33,573 - ice0003 - [INFO] - [E:218| 700]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 12:12:36,381 - ice0003 - [INFO] - [E:218| 800]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 12:13:39,182 - ice0003 - [INFO] - [E:218| 900]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 12:14:23,329 - ice0003 - [INFO] - [Epoch:218]: Training Loss:0.001504 + +2023-05-19 12:14:23,542 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 12:14:37,094 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 12:14:50,421 - ice0003 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.45801, Head : 0.39943, Avg : 0.42872 + +2023-05-19 12:14:50,421 - ice0003 - [INFO] - [Epoch 218]: Training Loss: 0.0015035, Valid MRR: 0.42903, + + + +2023-05-19 12:14:51,058 - ice0003 - [INFO] - [E:219| 0]: Train Loss:0.001492, Val MRR:0.42903, ice0003 +2023-05-19 12:15:53,893 - ice0003 - [INFO] - [E:219| 100]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 12:16:56,719 - ice0003 - [INFO] - [E:219| 200]: Train Loss:0.0015034, Val MRR:0.42903, ice0003 +2023-05-19 12:17:59,535 - ice0003 - [INFO] - [E:219| 300]: Train Loss:0.0015031, Val MRR:0.42903, ice0003 +2023-05-19 12:19:02,332 - ice0003 - [INFO] - [E:219| 400]: Train Loss:0.0015032, Val MRR:0.42903, ice0003 +2023-05-19 12:20:05,265 - ice0003 - [INFO] - [E:219| 500]: Train Loss:0.0015034, Val MRR:0.42903, ice0003 +2023-05-19 12:21:08,071 - ice0003 - [INFO] - [E:219| 600]: Train Loss:0.0015033, Val MRR:0.42903, ice0003 +2023-05-19 12:22:10,874 - ice0003 - [INFO] - [E:219| 700]: Train Loss:0.0015031, Val MRR:0.42903, ice0003 +2023-05-19 12:23:13,702 - ice0003 - [INFO] - [E:219| 800]: Train Loss:0.0015031, Val MRR:0.42903, ice0003 +2023-05-19 12:24:17,885 - ice0003 - [INFO] - [E:219| 900]: Train Loss:0.0015032, Val MRR:0.42903, ice0003 +2023-05-19 12:25:02,069 - ice0003 - [INFO] - [Epoch:219]: Training Loss:0.001503 + +2023-05-19 12:25:02,281 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 12:25:15,822 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 12:25:29,149 - ice0003 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.45461, Head : 0.39938, Avg : 0.427 + MR: Tail : 627.47, Head : 719.47, Avg : 673.47 + Hit-1: Tail : 0.37383, Head : 0.31873, Avg : 0.34628 + Hit-3: Tail : 0.49788, Head : 0.43549, Avg : 0.46668 + Hit-10: Tail : 0.60286, Head : 0.55492, Avg : 0.57889 +2023-05-19 12:25:29,149 - ice0003 - [INFO] - [Epoch 219]: Training Loss: 0.0015032, Valid MRR: 0.42903, + + + +2023-05-19 12:25:29,785 - ice0003 - [INFO] - [E:220| 0]: Train Loss:0.0015139, Val MRR:0.42903, ice0003 +2023-05-19 12:26:32,600 - ice0003 - [INFO] - [E:220| 100]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 12:27:35,409 - ice0003 - [INFO] - [E:220| 200]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 12:28:38,374 - ice0003 - [INFO] - [E:220| 300]: Train Loss:0.0015023, Val MRR:0.42903, ice0003 +2023-05-19 12:29:41,178 - ice0003 - [INFO] - [E:220| 400]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 12:30:43,973 - ice0003 - [INFO] - [E:220| 500]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 12:31:46,767 - ice0003 - [INFO] - [E:220| 600]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 12:32:49,560 - ice0003 - [INFO] - [E:220| 700]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 12:33:52,474 - ice0003 - [INFO] - [E:220| 800]: Train Loss:0.001503, Val MRR:0.42903, ice0003 +2023-05-19 12:34:55,449 - ice0003 - [INFO] - [E:220| 900]: Train Loss:0.0015032, Val MRR:0.42903, ice0003 +2023-05-19 12:35:39,710 - ice0003 - [INFO] - [Epoch:220]: Training Loss:0.001503 + +2023-05-19 12:35:39,923 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 12:35:53,502 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 12:36:06,825 - ice0003 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.45214, Head : 0.39712, Avg : 0.42463 + +2023-05-19 12:36:06,825 - ice0003 - [INFO] - [Epoch 220]: Training Loss: 0.0015032, Valid MRR: 0.42903, + + + +2023-05-19 12:36:07,461 - ice0003 - [INFO] - [E:221| 0]: Train Loss:0.0014997, Val MRR:0.42903, ice0003 +2023-05-19 12:37:10,454 - ice0003 - [INFO] - [E:221| 100]: Train Loss:0.0015032, Val MRR:0.42903, ice0003 +2023-05-19 12:38:13,361 - ice0003 - [INFO] - [E:221| 200]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 12:39:16,172 - ice0003 - [INFO] - [E:221| 300]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 12:40:18,955 - ice0003 - [INFO] - [E:221| 400]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 12:41:21,814 - ice0003 - [INFO] - [E:221| 500]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 12:42:24,715 - ice0003 - [INFO] - [E:221| 600]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 12:43:27,588 - ice0003 - [INFO] - [E:221| 700]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 12:44:30,541 - ice0003 - [INFO] - [E:221| 800]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 12:45:33,543 - ice0003 - [INFO] - [E:221| 900]: Train Loss:0.001503, Val MRR:0.42903, ice0003 +2023-05-19 12:46:17,741 - ice0003 - [INFO] - [Epoch:221]: Training Loss:0.001503 + +2023-05-19 12:46:17,952 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 12:46:31,492 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 12:46:44,811 - ice0003 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.44974, Head : 0.39637, Avg : 0.42306 + +2023-05-19 12:46:44,811 - ice0003 - [INFO] - [Epoch 221]: Training Loss: 0.0015031, Valid MRR: 0.42903, + + + +2023-05-19 12:46:45,446 - ice0003 - [INFO] - [E:222| 0]: Train Loss:0.001498, Val MRR:0.42903, ice0003 +2023-05-19 12:47:48,269 - ice0003 - [INFO] - [E:222| 100]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 12:48:51,074 - ice0003 - [INFO] - [E:222| 200]: Train Loss:0.0015023, Val MRR:0.42903, ice0003 +2023-05-19 12:49:53,883 - ice0003 - [INFO] - [E:222| 300]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 12:50:56,775 - ice0003 - [INFO] - [E:222| 400]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 12:51:59,626 - ice0003 - [INFO] - [E:222| 500]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 12:53:02,581 - ice0003 - [INFO] - [E:222| 600]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 12:54:05,549 - ice0003 - [INFO] - [E:222| 700]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 12:55:08,496 - ice0003 - [INFO] - [E:222| 800]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 12:56:11,395 - ice0003 - [INFO] - [E:222| 900]: Train Loss:0.001503, Val MRR:0.42903, ice0003 +2023-05-19 12:56:55,633 - ice0003 - [INFO] - [Epoch:222]: Training Loss:0.001503 + +2023-05-19 12:56:55,846 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 12:57:09,402 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 12:57:22,735 - ice0003 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.45695, Head : 0.39935, Avg : 0.42815 + +2023-05-19 12:57:22,735 - ice0003 - [INFO] - [Epoch 222]: Training Loss: 0.0015029, Valid MRR: 0.42903, + + + +2023-05-19 12:57:23,371 - ice0003 - [INFO] - [E:223| 0]: Train Loss:0.0015007, Val MRR:0.42903, ice0003 +2023-05-19 12:58:26,197 - ice0003 - [INFO] - [E:223| 100]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 12:59:29,048 - ice0003 - [INFO] - [E:223| 200]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 13:00:31,857 - ice0003 - [INFO] - [E:223| 300]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 13:01:34,747 - ice0003 - [INFO] - [E:223| 400]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 13:02:37,709 - ice0003 - [INFO] - [E:223| 500]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 13:03:40,549 - ice0003 - [INFO] - [E:223| 600]: Train Loss:0.0015027, Val MRR:0.42903, ice0003 +2023-05-19 13:04:43,350 - ice0003 - [INFO] - [E:223| 700]: Train Loss:0.0015027, Val MRR:0.42903, ice0003 +2023-05-19 13:05:46,150 - ice0003 - [INFO] - [E:223| 800]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 13:06:48,989 - ice0003 - [INFO] - [E:223| 900]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 13:07:33,176 - ice0003 - [INFO] - [Epoch:223]: Training Loss:0.001503 + +2023-05-19 13:07:33,389 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 13:07:46,926 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 13:08:00,246 - ice0003 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.45269, Head : 0.39378, Avg : 0.42324 + +2023-05-19 13:08:00,246 - ice0003 - [INFO] - [Epoch 223]: Training Loss: 0.0015029, Valid MRR: 0.42903, + + + +2023-05-19 13:08:00,883 - ice0003 - [INFO] - [E:224| 0]: Train Loss:0.001499, Val MRR:0.42903, ice0003 +2023-05-19 13:09:03,717 - ice0003 - [INFO] - [E:224| 100]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 13:10:06,552 - ice0003 - [INFO] - [E:224| 200]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 13:11:09,426 - ice0003 - [INFO] - [E:224| 300]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 13:12:12,373 - ice0003 - [INFO] - [E:224| 400]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 13:13:15,197 - ice0003 - [INFO] - [E:224| 500]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 13:14:18,025 - ice0003 - [INFO] - [E:224| 600]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 13:15:20,813 - ice0003 - [INFO] - [E:224| 700]: Train Loss:0.0015027, Val MRR:0.42903, ice0003 +2023-05-19 13:16:23,618 - ice0003 - [INFO] - [E:224| 800]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 13:17:26,567 - ice0003 - [INFO] - [E:224| 900]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 13:18:10,820 - ice0003 - [INFO] - [Epoch:224]: Training Loss:0.001503 + +2023-05-19 13:18:11,034 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 13:18:24,612 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 13:18:37,959 - ice0003 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.4559, Head : 0.39557, Avg : 0.42574 + +2023-05-19 13:18:37,959 - ice0003 - [INFO] - [Epoch 224]: Training Loss: 0.0015029, Valid MRR: 0.42903, + + + +2023-05-19 13:18:38,597 - ice0003 - [INFO] - [E:225| 0]: Train Loss:0.0014964, Val MRR:0.42903, ice0003 +2023-05-19 13:19:41,550 - ice0003 - [INFO] - [E:225| 100]: Train Loss:0.001504, Val MRR:0.42903, ice0003 +2023-05-19 13:20:44,409 - ice0003 - [INFO] - [E:225| 200]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 13:21:47,195 - ice0003 - [INFO] - [E:225| 300]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 13:22:49,976 - ice0003 - [INFO] - [E:225| 400]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 13:23:52,757 - ice0003 - [INFO] - [E:225| 500]: Train Loss:0.0015023, Val MRR:0.42903, ice0003 +2023-05-19 13:24:55,563 - ice0003 - [INFO] - [E:225| 600]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 13:25:58,385 - ice0003 - [INFO] - [E:225| 700]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 13:27:01,156 - ice0003 - [INFO] - [E:225| 800]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 13:28:03,963 - ice0003 - [INFO] - [E:225| 900]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 13:28:48,227 - ice0003 - [INFO] - [Epoch:225]: Training Loss:0.001503 + +2023-05-19 13:28:48,439 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 13:29:01,984 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 13:29:15,310 - ice0003 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.45341, Head : 0.40089, Avg : 0.42715 + +2023-05-19 13:29:15,310 - ice0003 - [INFO] - [Epoch 225]: Training Loss: 0.0015026, Valid MRR: 0.42903, + + + +2023-05-19 13:29:15,951 - ice0003 - [INFO] - [E:226| 0]: Train Loss:0.0015058, Val MRR:0.42903, ice0003 +2023-05-19 13:30:18,754 - ice0003 - [INFO] - [E:226| 100]: Train Loss:0.0015032, Val MRR:0.42903, ice0003 +2023-05-19 13:31:21,582 - ice0003 - [INFO] - [E:226| 200]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 13:32:24,383 - ice0003 - [INFO] - [E:226| 300]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 13:33:27,203 - ice0003 - [INFO] - [E:226| 400]: Train Loss:0.0015027, Val MRR:0.42903, ice0003 +2023-05-19 13:34:29,981 - ice0003 - [INFO] - [E:226| 500]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 13:35:32,817 - ice0003 - [INFO] - [E:226| 600]: Train Loss:0.0015027, Val MRR:0.42903, ice0003 +2023-05-19 13:36:35,620 - ice0003 - [INFO] - [E:226| 700]: Train Loss:0.0015027, Val MRR:0.42903, ice0003 +2023-05-19 13:37:38,569 - ice0003 - [INFO] - [E:226| 800]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 13:38:41,334 - ice0003 - [INFO] - [E:226| 900]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 +2023-05-19 13:39:25,506 - ice0003 - [INFO] - [Epoch:226]: Training Loss:0.001503 + +2023-05-19 13:39:25,720 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 13:39:39,268 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 13:39:52,591 - ice0003 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.45112, Head : 0.39219, Avg : 0.42165 + +2023-05-19 13:39:52,591 - ice0003 - [INFO] - [Epoch 226]: Training Loss: 0.0015025, Valid MRR: 0.42903, + + + +2023-05-19 13:39:53,225 - ice0003 - [INFO] - [E:227| 0]: Train Loss:0.0015171, Val MRR:0.42903, ice0003 +2023-05-19 13:40:56,004 - ice0003 - [INFO] - [E:227| 100]: Train Loss:0.0015007, Val MRR:0.42903, ice0003 +2023-05-19 13:41:58,802 - ice0003 - [INFO] - [E:227| 200]: Train Loss:0.0015015, Val MRR:0.42903, ice0003 +2023-05-19 13:43:01,606 - ice0003 - [INFO] - [E:227| 300]: Train Loss:0.0015019, Val MRR:0.42903, ice0003 +2023-05-19 13:44:04,446 - ice0003 - [INFO] - [E:227| 400]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 13:45:07,228 - ice0003 - [INFO] - [E:227| 500]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 13:46:10,188 - ice0003 - [INFO] - [E:227| 600]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 13:47:13,031 - ice0003 - [INFO] - [E:227| 700]: Train Loss:0.0015022, Val MRR:0.42903, ice0003 +2023-05-19 13:48:15,975 - ice0003 - [INFO] - [E:227| 800]: Train Loss:0.001502, Val MRR:0.42903, ice0003 +2023-05-19 13:49:18,920 - ice0003 - [INFO] - [E:227| 900]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 13:50:03,191 - ice0003 - [INFO] - [Epoch:227]: Training Loss:0.001502 + +2023-05-19 13:50:03,403 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 13:50:16,943 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 13:50:30,269 - ice0003 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.45646, Head : 0.39418, Avg : 0.42532 + +2023-05-19 13:50:30,269 - ice0003 - [INFO] - [Epoch 227]: Training Loss: 0.0015024, Valid MRR: 0.42903, + + + +2023-05-19 13:50:30,909 - ice0003 - [INFO] - [E:228| 0]: Train Loss:0.0014896, Val MRR:0.42903, ice0003 +2023-05-19 13:51:33,850 - ice0003 - [INFO] - [E:228| 100]: Train Loss:0.0015035, Val MRR:0.42903, ice0003 +2023-05-19 13:52:36,766 - ice0003 - [INFO] - [E:228| 200]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 13:53:39,699 - ice0003 - [INFO] - [E:228| 300]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 13:54:42,694 - ice0003 - [INFO] - [E:228| 400]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 13:55:45,586 - ice0003 - [INFO] - [E:228| 500]: Train Loss:0.0015026, Val MRR:0.42903, ice0003 +2023-05-19 13:56:48,400 - ice0003 - [INFO] - [E:228| 600]: Train Loss:0.0015027, Val MRR:0.42903, ice0003 +2023-05-19 13:57:51,293 - ice0003 - [INFO] - [E:228| 700]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 13:58:54,217 - ice0003 - [INFO] - [E:228| 800]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 13:59:56,987 - ice0003 - [INFO] - [E:228| 900]: Train Loss:0.0015024, Val MRR:0.42903, ice0003 +2023-05-19 14:00:41,136 - ice0003 - [INFO] - [Epoch:228]: Training Loss:0.001502 + +2023-05-19 14:00:41,348 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 14:00:54,897 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 14:01:08,232 - ice0003 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.45387, Head : 0.39313, Avg : 0.4235 + +2023-05-19 14:01:08,232 - ice0003 - [INFO] - [Epoch 228]: Training Loss: 0.0015023, Valid MRR: 0.42903, + + + +2023-05-19 14:01:08,872 - ice0003 - [INFO] - [E:229| 0]: Train Loss:0.0014967, Val MRR:0.42903, ice0003 +2023-05-19 14:02:11,661 - ice0003 - [INFO] - [E:229| 100]: Train Loss:0.0015013, Val MRR:0.42903, ice0003 +2023-05-19 14:03:14,554 - ice0003 - [INFO] - [E:229| 200]: Train Loss:0.0015017, Val MRR:0.42903, ice0003 +2023-05-19 14:04:17,474 - ice0003 - [INFO] - [E:229| 300]: Train Loss:0.0015022, Val MRR:0.42903, ice0003 +2023-05-19 14:05:20,378 - ice0003 - [INFO] - [E:229| 400]: Train Loss:0.0015019, Val MRR:0.42903, ice0003 +2023-05-19 14:06:23,282 - ice0003 - [INFO] - [E:229| 500]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 14:07:26,167 - ice0003 - [INFO] - [E:229| 600]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 14:08:29,024 - ice0003 - [INFO] - [E:229| 700]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 14:09:31,810 - ice0003 - [INFO] - [E:229| 800]: Train Loss:0.001502, Val MRR:0.42903, ice0003 +2023-05-19 14:10:34,620 - ice0003 - [INFO] - [E:229| 900]: Train Loss:0.0015021, Val MRR:0.42903, ice0003 +2023-05-19 14:11:18,791 - ice0003 - [INFO] - [Epoch:229]: Training Loss:0.001502 + +2023-05-19 14:11:19,003 - ice0003 - [INFO] - [Valid, Tail_Batch Step 0] ice0003 +2023-05-19 14:11:32,552 - ice0003 - [INFO] - [Valid, Head_Batch Step 0] ice0003 +2023-05-19 14:11:45,916 - ice0003 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.456, Head : 0.39439, Avg : 0.4252 + MR: Tail : 611.93, Head : 712.37, Avg : 662.15 + Hit-1: Tail : 0.37626, Head : 0.31412, Avg : 0.34519 + Hit-3: Tail : 0.49557, Head : 0.43318, Avg : 0.46438 + Hit-10: Tail : 0.60347, Head : 0.5491, Avg : 0.57628 +2023-05-19 14:11:45,917 - ice0003 - [INFO] - [Epoch 229]: Training Loss: 0.0015021, Valid MRR: 0.42903, + + + +2023-05-19 14:11:46,554 - ice0003 - [INFO] - [E:230| 0]: Train Loss:0.0015027, Val MRR:0.42903, ice0003 +2023-05-19 14:12:49,364 - ice0003 - [INFO] - [E:230| 100]: Train Loss:0.0015029, Val MRR:0.42903, ice0003 +2023-05-19 14:13:52,179 - ice0003 - [INFO] - [E:230| 200]: Train Loss:0.0015028, Val MRR:0.42903, ice0003 +2023-05-19 14:14:55,007 - ice0003 - [INFO] - [E:230| 300]: Train Loss:0.0015025, Val MRR:0.42903, ice0003 diff --git a/log/ice0003_2 b/log/ice0003_2 new file mode 100644 index 0000000..a25e9c2 --- /dev/null +++ b/log/ice0003_2 @@ -0,0 +1,6607 @@ +2023-05-17 17:39:36,879 - ice0003_2 - [INFO] - {'dataset': 'icews14', 'name': 'ice0003_2', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-17 17:39:45,321 - ice0003_2 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, ice0003_2 +2023-05-17 17:41:27,620 - ice0003_2 - [INFO] - [E:0| 100]: Train Loss:0.56753, Val MRR:0.0, ice0003_2 +2023-05-17 17:43:09,753 - ice0003_2 - [INFO] - [E:0| 200]: Train Loss:0.46933, Val MRR:0.0, ice0003_2 +2023-05-17 17:44:52,079 - ice0003_2 - [INFO] - [E:0| 300]: Train Loss:0.39689, Val MRR:0.0, ice0003_2 +2023-05-17 17:46:30,219 - ice0003_2 - [INFO] - [E:0| 400]: Train Loss:0.3424, Val MRR:0.0, ice0003_2 +2023-05-17 17:48:06,408 - ice0003_2 - [INFO] - [E:0| 500]: Train Loss:0.30042, Val MRR:0.0, ice0003_2 +2023-05-17 17:49:48,412 - ice0003_2 - [INFO] - [E:0| 600]: Train Loss:0.26729, Val MRR:0.0, ice0003_2 +2023-05-17 17:51:30,100 - ice0003_2 - [INFO] - [E:0| 700]: Train Loss:0.24058, Val MRR:0.0, ice0003_2 +2023-05-17 17:53:13,588 - ice0003_2 - [INFO] - [E:0| 800]: Train Loss:0.21863, Val MRR:0.0, ice0003_2 +2023-05-17 17:54:55,439 - ice0003_2 - [INFO] - [E:0| 900]: Train Loss:0.2003, Val MRR:0.0, ice0003_2 +2023-05-17 17:55:58,584 - ice0003_2 - [INFO] - [Epoch:0]: Training Loss:0.189 + +2023-05-17 17:55:59,099 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 17:56:22,020 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 17:56:44,978 - ice0003_2 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.01678, Head : 0.01259, Avg : 0.01468 + +2023-05-17 17:56:46,209 - ice0003_2 - [INFO] - [Epoch 0]: Training Loss: 0.18903, Valid MRR: 0.01468, + + + +2023-05-17 17:56:47,588 - ice0003_2 - [INFO] - [E:1| 0]: Train Loss:0.043383, Val MRR:0.01468, ice0003_2 +2023-05-17 17:58:29,923 - ice0003_2 - [INFO] - [E:1| 100]: Train Loss:0.039985, Val MRR:0.01468, ice0003_2 +2023-05-17 18:00:12,106 - ice0003_2 - [INFO] - [E:1| 200]: Train Loss:0.037179, Val MRR:0.01468, ice0003_2 +2023-05-17 18:01:54,538 - ice0003_2 - [INFO] - [E:1| 300]: Train Loss:0.034742, Val MRR:0.01468, ice0003_2 +2023-05-17 18:03:35,663 - ice0003_2 - [INFO] - [E:1| 400]: Train Loss:0.032605, Val MRR:0.01468, ice0003_2 +2023-05-17 18:05:08,485 - ice0003_2 - [INFO] - [E:1| 500]: Train Loss:0.03072, Val MRR:0.01468, ice0003_2 +2023-05-17 18:06:50,275 - ice0003_2 - [INFO] - [E:1| 600]: Train Loss:0.029041, Val MRR:0.01468, ice0003_2 +2023-05-17 18:08:33,267 - ice0003_2 - [INFO] - [E:1| 700]: Train Loss:0.027539, Val MRR:0.01468, ice0003_2 +2023-05-17 18:10:15,442 - ice0003_2 - [INFO] - [E:1| 800]: Train Loss:0.026184, Val MRR:0.01468, ice0003_2 +2023-05-17 18:11:57,927 - ice0003_2 - [INFO] - [E:1| 900]: Train Loss:0.02496, Val MRR:0.01468, ice0003_2 +2023-05-17 18:12:59,953 - ice0003_2 - [INFO] - [Epoch:1]: Training Loss:0.02416 + +2023-05-17 18:13:00,248 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 18:13:23,263 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 18:13:46,268 - ice0003_2 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.08505, Head : 0.06043, Avg : 0.07274 + +2023-05-17 18:13:47,713 - ice0003_2 - [INFO] - [Epoch 1]: Training Loss: 0.024161, Valid MRR: 0.07274, + + + +2023-05-17 18:13:48,911 - ice0003_2 - [INFO] - [E:2| 0]: Train Loss:0.013577, Val MRR:0.07274, ice0003_2 +2023-05-17 18:15:31,260 - ice0003_2 - [INFO] - [E:2| 100]: Train Loss:0.012983, Val MRR:0.07274, ice0003_2 +2023-05-17 18:17:13,584 - ice0003_2 - [INFO] - [E:2| 200]: Train Loss:0.012456, Val MRR:0.07274, ice0003_2 +2023-05-17 18:18:58,207 - ice0003_2 - [INFO] - [E:2| 300]: Train Loss:0.011971, Val MRR:0.07274, ice0003_2 +2023-05-17 18:20:39,373 - ice0003_2 - [INFO] - [E:2| 400]: Train Loss:0.011523, Val MRR:0.07274, ice0003_2 +2023-05-17 18:22:11,534 - ice0003_2 - [INFO] - [E:2| 500]: Train Loss:0.011112, Val MRR:0.07274, ice0003_2 +2023-05-17 18:23:53,873 - ice0003_2 - [INFO] - [E:2| 600]: Train Loss:0.010733, Val MRR:0.07274, ice0003_2 +2023-05-17 18:25:35,823 - ice0003_2 - [INFO] - [E:2| 700]: Train Loss:0.010379, Val MRR:0.07274, ice0003_2 +2023-05-17 18:27:18,781 - ice0003_2 - [INFO] - [E:2| 800]: Train Loss:0.01005, Val MRR:0.07274, ice0003_2 +2023-05-17 18:29:01,690 - ice0003_2 - [INFO] - [E:2| 900]: Train Loss:0.0097433, Val MRR:0.07274, ice0003_2 +2023-05-17 18:30:03,924 - ice0003_2 - [INFO] - [Epoch:2]: Training Loss:0.009538 + +2023-05-17 18:30:04,301 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 18:30:27,764 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 18:30:50,179 - ice0003_2 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.09548, Head : 0.06642, Avg : 0.08095 + +2023-05-17 18:30:51,467 - ice0003_2 - [INFO] - [Epoch 2]: Training Loss: 0.0095384, Valid MRR: 0.08095, + + + +2023-05-17 18:30:52,636 - ice0003_2 - [INFO] - [E:3| 0]: Train Loss:0.0067991, Val MRR:0.08095, ice0003_2 +2023-05-17 18:32:34,182 - ice0003_2 - [INFO] - [E:3| 100]: Train Loss:0.0065974, Val MRR:0.08095, ice0003_2 +2023-05-17 18:34:14,568 - ice0003_2 - [INFO] - [E:3| 200]: Train Loss:0.0064249, Val MRR:0.08095, ice0003_2 +2023-05-17 18:35:56,368 - ice0003_2 - [INFO] - [E:3| 300]: Train Loss:0.0062617, Val MRR:0.08095, ice0003_2 +2023-05-17 18:37:38,618 - ice0003_2 - [INFO] - [E:3| 400]: Train Loss:0.0061088, Val MRR:0.08095, ice0003_2 +2023-05-17 18:39:11,353 - ice0003_2 - [INFO] - [E:3| 500]: Train Loss:0.0059661, Val MRR:0.08095, ice0003_2 +2023-05-17 18:40:53,804 - ice0003_2 - [INFO] - [E:3| 600]: Train Loss:0.0058302, Val MRR:0.08095, ice0003_2 +2023-05-17 18:42:36,677 - ice0003_2 - [INFO] - [E:3| 700]: Train Loss:0.0057027, Val MRR:0.08095, ice0003_2 +2023-05-17 18:44:19,074 - ice0003_2 - [INFO] - [E:3| 800]: Train Loss:0.0055826, Val MRR:0.08095, ice0003_2 +2023-05-17 18:46:01,914 - ice0003_2 - [INFO] - [E:3| 900]: Train Loss:0.0054674, Val MRR:0.08095, ice0003_2 +2023-05-17 18:47:03,647 - ice0003_2 - [INFO] - [Epoch:3]: Training Loss:0.005391 + +2023-05-17 18:47:03,963 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 18:47:26,765 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 18:47:48,866 - ice0003_2 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.09407, Head : 0.06919, Avg : 0.08163 + +2023-05-17 18:47:50,120 - ice0003_2 - [INFO] - [Epoch 3]: Training Loss: 0.0053905, Valid MRR: 0.08163, + + + +2023-05-17 18:47:50,946 - ice0003_2 - [INFO] - [E:4| 0]: Train Loss:0.0043362, Val MRR:0.08163, ice0003_2 +2023-05-17 18:49:32,994 - ice0003_2 - [INFO] - [E:4| 100]: Train Loss:0.0042673, Val MRR:0.08163, ice0003_2 +2023-05-17 18:51:15,395 - ice0003_2 - [INFO] - [E:4| 200]: Train Loss:0.0041979, Val MRR:0.08163, ice0003_2 +2023-05-17 18:52:57,740 - ice0003_2 - [INFO] - [E:4| 300]: Train Loss:0.0041307, Val MRR:0.08163, ice0003_2 +2023-05-17 18:54:40,968 - ice0003_2 - [INFO] - [E:4| 400]: Train Loss:0.0040666, Val MRR:0.08163, ice0003_2 +2023-05-17 18:56:13,668 - ice0003_2 - [INFO] - [E:4| 500]: Train Loss:0.0040058, Val MRR:0.08163, ice0003_2 +2023-05-17 18:57:57,232 - ice0003_2 - [INFO] - [E:4| 600]: Train Loss:0.0039469, Val MRR:0.08163, ice0003_2 +2023-05-17 18:59:40,175 - ice0003_2 - [INFO] - [E:4| 700]: Train Loss:0.0038913, Val MRR:0.08163, ice0003_2 +2023-05-17 19:01:23,152 - ice0003_2 - [INFO] - [E:4| 800]: Train Loss:0.0038379, Val MRR:0.08163, ice0003_2 +2023-05-17 19:03:04,864 - ice0003_2 - [INFO] - [E:4| 900]: Train Loss:0.0037879, Val MRR:0.08163, ice0003_2 +2023-05-17 19:04:06,213 - ice0003_2 - [INFO] - [Epoch:4]: Training Loss:0.003754 + +2023-05-17 19:04:06,467 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 19:04:29,896 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 19:04:52,807 - ice0003_2 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.10046, Head : 0.06955, Avg : 0.085 + +2023-05-17 19:04:54,057 - ice0003_2 - [INFO] - [Epoch 4]: Training Loss: 0.0037543, Valid MRR: 0.085, + + + +2023-05-17 19:04:55,272 - ice0003_2 - [INFO] - [E:5| 0]: Train Loss:0.0032919, Val MRR:0.085, ice0003_2 +2023-05-17 19:06:40,644 - ice0003_2 - [INFO] - [E:5| 100]: Train Loss:0.0032596, Val MRR:0.085, ice0003_2 +2023-05-17 19:08:22,946 - ice0003_2 - [INFO] - [E:5| 200]: Train Loss:0.0032259, Val MRR:0.085, ice0003_2 +2023-05-17 19:10:04,979 - ice0003_2 - [INFO] - [E:5| 300]: Train Loss:0.0031939, Val MRR:0.085, ice0003_2 +2023-05-17 19:11:47,574 - ice0003_2 - [INFO] - [E:5| 400]: Train Loss:0.0031629, Val MRR:0.085, ice0003_2 +2023-05-17 19:13:19,799 - ice0003_2 - [INFO] - [E:5| 500]: Train Loss:0.003134, Val MRR:0.085, ice0003_2 +2023-05-17 19:15:03,045 - ice0003_2 - [INFO] - [E:5| 600]: Train Loss:0.0031068, Val MRR:0.085, ice0003_2 +2023-05-17 19:16:45,220 - ice0003_2 - [INFO] - [E:5| 700]: Train Loss:0.0030811, Val MRR:0.085, ice0003_2 +2023-05-17 19:18:26,334 - ice0003_2 - [INFO] - [E:5| 800]: Train Loss:0.003056, Val MRR:0.085, ice0003_2 +2023-05-17 19:20:09,377 - ice0003_2 - [INFO] - [E:5| 900]: Train Loss:0.0030331, Val MRR:0.085, ice0003_2 +2023-05-17 19:21:16,855 - ice0003_2 - [INFO] - [Epoch:5]: Training Loss:0.003017 + +2023-05-17 19:21:17,072 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 19:21:34,423 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 19:21:57,422 - ice0003_2 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.09656, Head : 0.07051, Avg : 0.08353 + +2023-05-17 19:21:57,423 - ice0003_2 - [INFO] - [Epoch 5]: Training Loss: 0.0030171, Valid MRR: 0.085, + + + +2023-05-17 19:21:58,531 - ice0003_2 - [INFO] - [E:6| 0]: Train Loss:0.0028395, Val MRR:0.085, ice0003_2 +2023-05-17 19:23:41,047 - ice0003_2 - [INFO] - [E:6| 100]: Train Loss:0.0027833, Val MRR:0.085, ice0003_2 +2023-05-17 19:25:23,669 - ice0003_2 - [INFO] - [E:6| 200]: Train Loss:0.0027689, Val MRR:0.085, ice0003_2 +2023-05-17 19:27:06,091 - ice0003_2 - [INFO] - [E:6| 300]: Train Loss:0.0027526, Val MRR:0.085, ice0003_2 +2023-05-17 19:28:48,489 - ice0003_2 - [INFO] - [E:6| 400]: Train Loss:0.0027398, Val MRR:0.085, ice0003_2 +2023-05-17 19:30:21,153 - ice0003_2 - [INFO] - [E:6| 500]: Train Loss:0.0027255, Val MRR:0.085, ice0003_2 +2023-05-17 19:32:02,474 - ice0003_2 - [INFO] - [E:6| 600]: Train Loss:0.0027124, Val MRR:0.085, ice0003_2 +2023-05-17 19:33:45,196 - ice0003_2 - [INFO] - [E:6| 700]: Train Loss:0.0027003, Val MRR:0.085, ice0003_2 +2023-05-17 19:35:27,690 - ice0003_2 - [INFO] - [E:6| 800]: Train Loss:0.0026885, Val MRR:0.085, ice0003_2 +2023-05-17 19:37:10,529 - ice0003_2 - [INFO] - [E:6| 900]: Train Loss:0.0026775, Val MRR:0.085, ice0003_2 +2023-05-17 19:38:21,656 - ice0003_2 - [INFO] - [Epoch:6]: Training Loss:0.00267 + +2023-05-17 19:38:21,874 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 19:38:35,754 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 19:38:58,122 - ice0003_2 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.09857, Head : 0.07226, Avg : 0.08542 + +2023-05-17 19:39:00,535 - ice0003_2 - [INFO] - [Epoch 6]: Training Loss: 0.0026698, Valid MRR: 0.08542, + + + +2023-05-17 19:39:01,382 - ice0003_2 - [INFO] - [E:7| 0]: Train Loss:0.0026393, Val MRR:0.08542, ice0003_2 +2023-05-17 19:40:44,531 - ice0003_2 - [INFO] - [E:7| 100]: Train Loss:0.0025574, Val MRR:0.08542, ice0003_2 +2023-05-17 19:42:27,548 - ice0003_2 - [INFO] - [E:7| 200]: Train Loss:0.0025521, Val MRR:0.08542, ice0003_2 +2023-05-17 19:44:10,630 - ice0003_2 - [INFO] - [E:7| 300]: Train Loss:0.0025449, Val MRR:0.08542, ice0003_2 +2023-05-17 19:45:52,979 - ice0003_2 - [INFO] - [E:7| 400]: Train Loss:0.0025383, Val MRR:0.08542, ice0003_2 +2023-05-17 19:47:24,350 - ice0003_2 - [INFO] - [E:7| 500]: Train Loss:0.0025323, Val MRR:0.08542, ice0003_2 +2023-05-17 19:49:06,803 - ice0003_2 - [INFO] - [E:7| 600]: Train Loss:0.0025268, Val MRR:0.08542, ice0003_2 +2023-05-17 19:50:48,480 - ice0003_2 - [INFO] - [E:7| 700]: Train Loss:0.0025222, Val MRR:0.08542, ice0003_2 +2023-05-17 19:52:29,998 - ice0003_2 - [INFO] - [E:7| 800]: Train Loss:0.002517, Val MRR:0.08542, ice0003_2 +2023-05-17 19:54:15,356 - ice0003_2 - [INFO] - [E:7| 900]: Train Loss:0.0025123, Val MRR:0.08542, ice0003_2 +2023-05-17 19:55:27,508 - ice0003_2 - [INFO] - [Epoch:7]: Training Loss:0.002509 + +2023-05-17 19:55:28,011 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 19:55:46,962 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 19:56:02,461 - ice0003_2 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.10149, Head : 0.07705, Avg : 0.08927 + +2023-05-17 19:56:03,909 - ice0003_2 - [INFO] - [Epoch 7]: Training Loss: 0.0025085, Valid MRR: 0.08927, + + + +2023-05-17 19:56:05,113 - ice0003_2 - [INFO] - [E:8| 0]: Train Loss:0.0024267, Val MRR:0.08927, ice0003_2 +2023-05-17 19:57:47,489 - ice0003_2 - [INFO] - [E:8| 100]: Train Loss:0.002458, Val MRR:0.08927, ice0003_2 +2023-05-17 19:59:29,661 - ice0003_2 - [INFO] - [E:8| 200]: Train Loss:0.0024571, Val MRR:0.08927, ice0003_2 +2023-05-17 20:01:10,693 - ice0003_2 - [INFO] - [E:8| 300]: Train Loss:0.0024543, Val MRR:0.08927, ice0003_2 +2023-05-17 20:02:53,277 - ice0003_2 - [INFO] - [E:8| 400]: Train Loss:0.0024519, Val MRR:0.08927, ice0003_2 +2023-05-17 20:04:27,421 - ice0003_2 - [INFO] - [E:8| 500]: Train Loss:0.0024493, Val MRR:0.08927, ice0003_2 +2023-05-17 20:06:07,457 - ice0003_2 - [INFO] - [E:8| 600]: Train Loss:0.0024471, Val MRR:0.08927, ice0003_2 +2023-05-17 20:07:49,565 - ice0003_2 - [INFO] - [E:8| 700]: Train Loss:0.0024441, Val MRR:0.08927, ice0003_2 +2023-05-17 20:09:31,819 - ice0003_2 - [INFO] - [E:8| 800]: Train Loss:0.0024415, Val MRR:0.08927, ice0003_2 +2023-05-17 20:11:13,785 - ice0003_2 - [INFO] - [E:8| 900]: Train Loss:0.002439, Val MRR:0.08927, ice0003_2 +2023-05-17 20:12:26,030 - ice0003_2 - [INFO] - [Epoch:8]: Training Loss:0.002438 + +2023-05-17 20:12:26,545 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 20:12:49,572 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 20:13:06,572 - ice0003_2 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.14319, Head : 0.11021, Avg : 0.1267 + +2023-05-17 20:13:07,990 - ice0003_2 - [INFO] - [Epoch 8]: Training Loss: 0.0024376, Valid MRR: 0.1267, + + + +2023-05-17 20:13:08,638 - ice0003_2 - [INFO] - [E:9| 0]: Train Loss:0.0023689, Val MRR:0.1267, ice0003_2 +2023-05-17 20:14:46,403 - ice0003_2 - [INFO] - [E:9| 100]: Train Loss:0.0024145, Val MRR:0.1267, ice0003_2 +2023-05-17 20:16:28,325 - ice0003_2 - [INFO] - [E:9| 200]: Train Loss:0.0024151, Val MRR:0.1267, ice0003_2 +2023-05-17 20:18:10,915 - ice0003_2 - [INFO] - [E:9| 300]: Train Loss:0.0024147, Val MRR:0.1267, ice0003_2 +2023-05-17 20:19:53,480 - ice0003_2 - [INFO] - [E:9| 400]: Train Loss:0.0024144, Val MRR:0.1267, ice0003_2 +2023-05-17 20:21:34,987 - ice0003_2 - [INFO] - [E:9| 500]: Train Loss:0.0024118, Val MRR:0.1267, ice0003_2 +2023-05-17 20:23:08,443 - ice0003_2 - [INFO] - [E:9| 600]: Train Loss:0.0024105, Val MRR:0.1267, ice0003_2 +2023-05-17 20:24:50,629 - ice0003_2 - [INFO] - [E:9| 700]: Train Loss:0.0024085, Val MRR:0.1267, ice0003_2 +2023-05-17 20:26:32,298 - ice0003_2 - [INFO] - [E:9| 800]: Train Loss:0.0024074, Val MRR:0.1267, ice0003_2 +2023-05-17 20:28:14,183 - ice0003_2 - [INFO] - [E:9| 900]: Train Loss:0.002405, Val MRR:0.1267, ice0003_2 +2023-05-17 20:29:25,316 - ice0003_2 - [INFO] - [Epoch:9]: Training Loss:0.002404 + +2023-05-17 20:29:25,746 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 20:29:48,155 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 20:30:06,611 - ice0003_2 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.16359, Head : 0.12815, Avg : 0.14587 + MR: Tail : 622.29, Head : 746.96, Avg : 684.63 + Hit-1: Tail : 0.09819, Head : 0.0795, Avg : 0.08885 + Hit-3: Tail : 0.17806, Head : 0.12781, Avg : 0.15293 + Hit-10: Tail : 0.28644, Head : 0.22576, Avg : 0.2561 +2023-05-17 20:30:08,030 - ice0003_2 - [INFO] - [Epoch 9]: Training Loss: 0.0024038, Valid MRR: 0.14587, + + + +2023-05-17 20:30:08,679 - ice0003_2 - [INFO] - [E:10| 0]: Train Loss:0.0024132, Val MRR:0.14587, ice0003_2 +2023-05-17 20:31:45,938 - ice0003_2 - [INFO] - [E:10| 100]: Train Loss:0.00238, Val MRR:0.14587, ice0003_2 +2023-05-17 20:33:28,816 - ice0003_2 - [INFO] - [E:10| 200]: Train Loss:0.0023851, Val MRR:0.14587, ice0003_2 +2023-05-17 20:35:11,909 - ice0003_2 - [INFO] - [E:10| 300]: Train Loss:0.0023839, Val MRR:0.14587, ice0003_2 +2023-05-17 20:36:55,399 - ice0003_2 - [INFO] - [E:10| 400]: Train Loss:0.0023799, Val MRR:0.14587, ice0003_2 +2023-05-17 20:38:38,656 - ice0003_2 - [INFO] - [E:10| 500]: Train Loss:0.0023797, Val MRR:0.14587, ice0003_2 +2023-05-17 20:40:10,962 - ice0003_2 - [INFO] - [E:10| 600]: Train Loss:0.002379, Val MRR:0.14587, ice0003_2 +2023-05-17 20:41:55,773 - ice0003_2 - [INFO] - [E:10| 700]: Train Loss:0.0023778, Val MRR:0.14587, ice0003_2 +2023-05-17 20:43:37,630 - ice0003_2 - [INFO] - [E:10| 800]: Train Loss:0.0023762, Val MRR:0.14587, ice0003_2 +2023-05-17 20:45:19,861 - ice0003_2 - [INFO] - [E:10| 900]: Train Loss:0.0023748, Val MRR:0.14587, ice0003_2 +2023-05-17 20:46:32,695 - ice0003_2 - [INFO] - [Epoch:10]: Training Loss:0.002374 + +2023-05-17 20:46:33,035 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 20:46:56,964 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 20:47:19,613 - ice0003_2 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.20759, Head : 0.16085, Avg : 0.18422 + +2023-05-17 20:47:20,875 - ice0003_2 - [INFO] - [Epoch 10]: Training Loss: 0.0023742, Valid MRR: 0.18422, + + + +2023-05-17 20:47:21,975 - ice0003_2 - [INFO] - [E:11| 0]: Train Loss:0.0024344, Val MRR:0.18422, ice0003_2 +2023-05-17 20:48:54,915 - ice0003_2 - [INFO] - [E:11| 100]: Train Loss:0.0023508, Val MRR:0.18422, ice0003_2 +2023-05-17 20:50:38,128 - ice0003_2 - [INFO] - [E:11| 200]: Train Loss:0.0023516, Val MRR:0.18422, ice0003_2 +2023-05-17 20:52:20,952 - ice0003_2 - [INFO] - [E:11| 300]: Train Loss:0.0023533, Val MRR:0.18422, ice0003_2 +2023-05-17 20:54:03,538 - ice0003_2 - [INFO] - [E:11| 400]: Train Loss:0.0023525, Val MRR:0.18422, ice0003_2 +2023-05-17 20:55:45,951 - ice0003_2 - [INFO] - [E:11| 500]: Train Loss:0.0023505, Val MRR:0.18422, ice0003_2 +2023-05-17 20:57:17,810 - ice0003_2 - [INFO] - [E:11| 600]: Train Loss:0.0023486, Val MRR:0.18422, ice0003_2 +2023-05-17 20:58:58,468 - ice0003_2 - [INFO] - [E:11| 700]: Train Loss:0.0023465, Val MRR:0.18422, ice0003_2 +2023-05-17 21:00:40,193 - ice0003_2 - [INFO] - [E:11| 800]: Train Loss:0.0023458, Val MRR:0.18422, ice0003_2 +2023-05-17 21:02:22,630 - ice0003_2 - [INFO] - [E:11| 900]: Train Loss:0.0023445, Val MRR:0.18422, ice0003_2 +2023-05-17 21:03:34,494 - ice0003_2 - [INFO] - [Epoch:11]: Training Loss:0.002344 + +2023-05-17 21:03:35,012 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 21:03:58,102 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 21:04:21,225 - ice0003_2 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.24335, Head : 0.19225, Avg : 0.2178 + +2023-05-17 21:04:22,455 - ice0003_2 - [INFO] - [Epoch 11]: Training Loss: 0.0023441, Valid MRR: 0.2178, + + + +2023-05-17 21:04:23,805 - ice0003_2 - [INFO] - [E:12| 0]: Train Loss:0.0023359, Val MRR:0.2178, ice0003_2 +2023-05-17 21:05:55,831 - ice0003_2 - [INFO] - [E:12| 100]: Train Loss:0.0023289, Val MRR:0.2178, ice0003_2 +2023-05-17 21:07:38,556 - ice0003_2 - [INFO] - [E:12| 200]: Train Loss:0.0023271, Val MRR:0.2178, ice0003_2 +2023-05-17 21:09:21,277 - ice0003_2 - [INFO] - [E:12| 300]: Train Loss:0.0023235, Val MRR:0.2178, ice0003_2 +2023-05-17 21:11:03,867 - ice0003_2 - [INFO] - [E:12| 400]: Train Loss:0.0023229, Val MRR:0.2178, ice0003_2 +2023-05-17 21:12:44,590 - ice0003_2 - [INFO] - [E:12| 500]: Train Loss:0.0023223, Val MRR:0.2178, ice0003_2 +2023-05-17 21:14:16,720 - ice0003_2 - [INFO] - [E:12| 600]: Train Loss:0.0023213, Val MRR:0.2178, ice0003_2 +2023-05-17 21:16:00,341 - ice0003_2 - [INFO] - [E:12| 700]: Train Loss:0.002321, Val MRR:0.2178, ice0003_2 +2023-05-17 21:17:43,452 - ice0003_2 - [INFO] - [E:12| 800]: Train Loss:0.0023195, Val MRR:0.2178, ice0003_2 +2023-05-17 21:19:26,059 - ice0003_2 - [INFO] - [E:12| 900]: Train Loss:0.002318, Val MRR:0.2178, ice0003_2 +2023-05-17 21:20:38,628 - ice0003_2 - [INFO] - [Epoch:12]: Training Loss:0.002317 + +2023-05-17 21:20:38,950 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 21:21:02,178 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 21:21:25,342 - ice0003_2 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.26304, Head : 0.20897, Avg : 0.236 + +2023-05-17 21:21:26,602 - ice0003_2 - [INFO] - [Epoch 12]: Training Loss: 0.0023175, Valid MRR: 0.236, + + + +2023-05-17 21:21:27,961 - ice0003_2 - [INFO] - [E:13| 0]: Train Loss:0.0022455, Val MRR:0.236, ice0003_2 +2023-05-17 21:23:00,510 - ice0003_2 - [INFO] - [E:13| 100]: Train Loss:0.0022967, Val MRR:0.236, ice0003_2 +2023-05-17 21:24:42,922 - ice0003_2 - [INFO] - [E:13| 200]: Train Loss:0.0023007, Val MRR:0.236, ice0003_2 +2023-05-17 21:26:25,011 - ice0003_2 - [INFO] - [E:13| 300]: Train Loss:0.0022995, Val MRR:0.236, ice0003_2 +2023-05-17 21:28:09,406 - ice0003_2 - [INFO] - [E:13| 400]: Train Loss:0.0022994, Val MRR:0.236, ice0003_2 +2023-05-17 21:29:51,820 - ice0003_2 - [INFO] - [E:13| 500]: Train Loss:0.0022977, Val MRR:0.236, ice0003_2 +2023-05-17 21:31:24,042 - ice0003_2 - [INFO] - [E:13| 600]: Train Loss:0.002296, Val MRR:0.236, ice0003_2 +2023-05-17 21:33:06,359 - ice0003_2 - [INFO] - [E:13| 700]: Train Loss:0.002295, Val MRR:0.236, ice0003_2 +2023-05-17 21:34:48,915 - ice0003_2 - [INFO] - [E:13| 800]: Train Loss:0.0022946, Val MRR:0.236, ice0003_2 +2023-05-17 21:36:31,668 - ice0003_2 - [INFO] - [E:13| 900]: Train Loss:0.0022945, Val MRR:0.236, ice0003_2 +2023-05-17 21:37:45,011 - ice0003_2 - [INFO] - [Epoch:13]: Training Loss:0.002294 + +2023-05-17 21:37:45,361 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 21:38:09,361 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 21:38:32,471 - ice0003_2 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.27858, Head : 0.22157, Avg : 0.25008 + +2023-05-17 21:38:33,842 - ice0003_2 - [INFO] - [Epoch 13]: Training Loss: 0.0022942, Valid MRR: 0.25008, + + + +2023-05-17 21:38:35,030 - ice0003_2 - [INFO] - [E:14| 0]: Train Loss:0.0023038, Val MRR:0.25008, ice0003_2 +2023-05-17 21:40:06,971 - ice0003_2 - [INFO] - [E:14| 100]: Train Loss:0.0022769, Val MRR:0.25008, ice0003_2 +2023-05-17 21:41:47,805 - ice0003_2 - [INFO] - [E:14| 200]: Train Loss:0.0022797, Val MRR:0.25008, ice0003_2 +2023-05-17 21:43:30,006 - ice0003_2 - [INFO] - [E:14| 300]: Train Loss:0.0022809, Val MRR:0.25008, ice0003_2 +2023-05-17 21:45:13,502 - ice0003_2 - [INFO] - [E:14| 400]: Train Loss:0.0022795, Val MRR:0.25008, ice0003_2 +2023-05-17 21:46:57,295 - ice0003_2 - [INFO] - [E:14| 500]: Train Loss:0.0022791, Val MRR:0.25008, ice0003_2 +2023-05-17 21:48:29,747 - ice0003_2 - [INFO] - [E:14| 600]: Train Loss:0.0022773, Val MRR:0.25008, ice0003_2 +2023-05-17 21:50:12,200 - ice0003_2 - [INFO] - [E:14| 700]: Train Loss:0.0022754, Val MRR:0.25008, ice0003_2 +2023-05-17 21:51:54,810 - ice0003_2 - [INFO] - [E:14| 800]: Train Loss:0.0022743, Val MRR:0.25008, ice0003_2 +2023-05-17 21:53:36,443 - ice0003_2 - [INFO] - [E:14| 900]: Train Loss:0.0022732, Val MRR:0.25008, ice0003_2 +2023-05-17 21:54:47,914 - ice0003_2 - [INFO] - [Epoch:14]: Training Loss:0.002273 + +2023-05-17 21:54:48,385 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 21:55:10,876 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 21:55:33,049 - ice0003_2 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.29347, Head : 0.23357, Avg : 0.26352 + +2023-05-17 21:55:34,299 - ice0003_2 - [INFO] - [Epoch 14]: Training Loss: 0.0022731, Valid MRR: 0.26352, + + + +2023-05-17 21:55:35,126 - ice0003_2 - [INFO] - [E:15| 0]: Train Loss:0.0022611, Val MRR:0.26352, ice0003_2 +2023-05-17 21:57:06,720 - ice0003_2 - [INFO] - [E:15| 100]: Train Loss:0.0022612, Val MRR:0.26352, ice0003_2 +2023-05-17 21:58:49,199 - ice0003_2 - [INFO] - [E:15| 200]: Train Loss:0.0022616, Val MRR:0.26352, ice0003_2 +2023-05-17 22:00:32,328 - ice0003_2 - [INFO] - [E:15| 300]: Train Loss:0.0022619, Val MRR:0.26352, ice0003_2 +2023-05-17 22:02:15,768 - ice0003_2 - [INFO] - [E:15| 400]: Train Loss:0.0022589, Val MRR:0.26352, ice0003_2 +2023-05-17 22:03:59,779 - ice0003_2 - [INFO] - [E:15| 500]: Train Loss:0.0022571, Val MRR:0.26352, ice0003_2 +2023-05-17 22:05:32,572 - ice0003_2 - [INFO] - [E:15| 600]: Train Loss:0.0022571, Val MRR:0.26352, ice0003_2 +2023-05-17 22:07:15,416 - ice0003_2 - [INFO] - [E:15| 700]: Train Loss:0.0022561, Val MRR:0.26352, ice0003_2 +2023-05-17 22:08:57,269 - ice0003_2 - [INFO] - [E:15| 800]: Train Loss:0.0022546, Val MRR:0.26352, ice0003_2 +2023-05-17 22:10:38,847 - ice0003_2 - [INFO] - [E:15| 900]: Train Loss:0.0022546, Val MRR:0.26352, ice0003_2 +2023-05-17 22:11:50,664 - ice0003_2 - [INFO] - [Epoch:15]: Training Loss:0.002255 + +2023-05-17 22:11:51,060 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 22:12:14,470 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 22:12:37,712 - ice0003_2 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.30389, Head : 0.24122, Avg : 0.27256 + +2023-05-17 22:12:39,123 - ice0003_2 - [INFO] - [Epoch 15]: Training Loss: 0.0022546, Valid MRR: 0.27256, + + + +2023-05-17 22:12:40,321 - ice0003_2 - [INFO] - [E:16| 0]: Train Loss:0.0022331, Val MRR:0.27256, ice0003_2 +2023-05-17 22:14:11,707 - ice0003_2 - [INFO] - [E:16| 100]: Train Loss:0.002237, Val MRR:0.27256, ice0003_2 +2023-05-17 22:15:57,261 - ice0003_2 - [INFO] - [E:16| 200]: Train Loss:0.0022413, Val MRR:0.27256, ice0003_2 +2023-05-17 22:17:39,607 - ice0003_2 - [INFO] - [E:16| 300]: Train Loss:0.0022411, Val MRR:0.27256, ice0003_2 +2023-05-17 22:19:22,132 - ice0003_2 - [INFO] - [E:16| 400]: Train Loss:0.0022399, Val MRR:0.27256, ice0003_2 +2023-05-17 22:21:04,490 - ice0003_2 - [INFO] - [E:16| 500]: Train Loss:0.0022391, Val MRR:0.27256, ice0003_2 +2023-05-17 22:22:36,171 - ice0003_2 - [INFO] - [E:16| 600]: Train Loss:0.0022382, Val MRR:0.27256, ice0003_2 +2023-05-17 22:24:17,692 - ice0003_2 - [INFO] - [E:16| 700]: Train Loss:0.0022383, Val MRR:0.27256, ice0003_2 +2023-05-17 22:25:59,739 - ice0003_2 - [INFO] - [E:16| 800]: Train Loss:0.0022382, Val MRR:0.27256, ice0003_2 +2023-05-17 22:27:42,150 - ice0003_2 - [INFO] - [E:16| 900]: Train Loss:0.0022372, Val MRR:0.27256, ice0003_2 +2023-05-17 22:28:54,155 - ice0003_2 - [INFO] - [Epoch:16]: Training Loss:0.002237 + +2023-05-17 22:28:54,641 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 22:29:17,586 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 22:29:40,553 - ice0003_2 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.31553, Head : 0.25023, Avg : 0.28288 + +2023-05-17 22:29:42,049 - ice0003_2 - [INFO] - [Epoch 16]: Training Loss: 0.0022368, Valid MRR: 0.28288, + + + +2023-05-17 22:29:43,480 - ice0003_2 - [INFO] - [E:17| 0]: Train Loss:0.0022845, Val MRR:0.28288, ice0003_2 +2023-05-17 22:31:16,043 - ice0003_2 - [INFO] - [E:17| 100]: Train Loss:0.0022228, Val MRR:0.28288, ice0003_2 +2023-05-17 22:32:58,452 - ice0003_2 - [INFO] - [E:17| 200]: Train Loss:0.002224, Val MRR:0.28288, ice0003_2 +2023-05-17 22:34:41,520 - ice0003_2 - [INFO] - [E:17| 300]: Train Loss:0.0022246, Val MRR:0.28288, ice0003_2 +2023-05-17 22:36:24,081 - ice0003_2 - [INFO] - [E:17| 400]: Train Loss:0.0022238, Val MRR:0.28288, ice0003_2 +2023-05-17 22:38:06,042 - ice0003_2 - [INFO] - [E:17| 500]: Train Loss:0.0022235, Val MRR:0.28288, ice0003_2 +2023-05-17 22:39:37,236 - ice0003_2 - [INFO] - [E:17| 600]: Train Loss:0.002223, Val MRR:0.28288, ice0003_2 +2023-05-17 22:41:20,125 - ice0003_2 - [INFO] - [E:17| 700]: Train Loss:0.0022223, Val MRR:0.28288, ice0003_2 +2023-05-17 22:43:03,443 - ice0003_2 - [INFO] - [E:17| 800]: Train Loss:0.002221, Val MRR:0.28288, ice0003_2 +2023-05-17 22:44:46,878 - ice0003_2 - [INFO] - [E:17| 900]: Train Loss:0.0022215, Val MRR:0.28288, ice0003_2 +2023-05-17 22:45:59,254 - ice0003_2 - [INFO] - [Epoch:17]: Training Loss:0.002221 + +2023-05-17 22:45:59,650 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 22:46:23,037 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 22:46:45,937 - ice0003_2 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.32494, Head : 0.25766, Avg : 0.2913 + +2023-05-17 22:46:47,207 - ice0003_2 - [INFO] - [Epoch 17]: Training Loss: 0.002221, Valid MRR: 0.2913, + + + +2023-05-17 22:46:48,625 - ice0003_2 - [INFO] - [E:18| 0]: Train Loss:0.0021793, Val MRR:0.2913, ice0003_2 +2023-05-17 22:48:21,506 - ice0003_2 - [INFO] - [E:18| 100]: Train Loss:0.0022093, Val MRR:0.2913, ice0003_2 +2023-05-17 22:50:03,874 - ice0003_2 - [INFO] - [E:18| 200]: Train Loss:0.0022077, Val MRR:0.2913, ice0003_2 +2023-05-17 22:51:46,121 - ice0003_2 - [INFO] - [E:18| 300]: Train Loss:0.0022068, Val MRR:0.2913, ice0003_2 +2023-05-17 22:53:27,261 - ice0003_2 - [INFO] - [E:18| 400]: Train Loss:0.0022067, Val MRR:0.2913, ice0003_2 +2023-05-17 22:55:09,401 - ice0003_2 - [INFO] - [E:18| 500]: Train Loss:0.0022054, Val MRR:0.2913, ice0003_2 +2023-05-17 22:56:42,748 - ice0003_2 - [INFO] - [E:18| 600]: Train Loss:0.0022055, Val MRR:0.2913, ice0003_2 +2023-05-17 22:58:25,744 - ice0003_2 - [INFO] - [E:18| 700]: Train Loss:0.002206, Val MRR:0.2913, ice0003_2 +2023-05-17 23:00:09,418 - ice0003_2 - [INFO] - [E:18| 800]: Train Loss:0.0022072, Val MRR:0.2913, ice0003_2 +2023-05-17 23:01:53,402 - ice0003_2 - [INFO] - [E:18| 900]: Train Loss:0.0022072, Val MRR:0.2913, ice0003_2 +2023-05-17 23:03:08,423 - ice0003_2 - [INFO] - [Epoch:18]: Training Loss:0.002207 + +2023-05-17 23:03:08,925 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 23:03:32,163 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 23:03:55,315 - ice0003_2 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.32984, Head : 0.26115, Avg : 0.2955 + +2023-05-17 23:03:56,997 - ice0003_2 - [INFO] - [Epoch 18]: Training Loss: 0.0022067, Valid MRR: 0.2955, + + + +2023-05-17 23:03:58,183 - ice0003_2 - [INFO] - [E:19| 0]: Train Loss:0.0022198, Val MRR:0.2955, ice0003_2 +2023-05-17 23:05:31,362 - ice0003_2 - [INFO] - [E:19| 100]: Train Loss:0.0021959, Val MRR:0.2955, ice0003_2 +2023-05-17 23:07:13,446 - ice0003_2 - [INFO] - [E:19| 200]: Train Loss:0.0021939, Val MRR:0.2955, ice0003_2 +2023-05-17 23:08:55,071 - ice0003_2 - [INFO] - [E:19| 300]: Train Loss:0.0021938, Val MRR:0.2955, ice0003_2 +2023-05-17 23:10:38,075 - ice0003_2 - [INFO] - [E:19| 400]: Train Loss:0.0021943, Val MRR:0.2955, ice0003_2 +2023-05-17 23:12:20,583 - ice0003_2 - [INFO] - [E:19| 500]: Train Loss:0.0021936, Val MRR:0.2955, ice0003_2 +2023-05-17 23:13:56,467 - ice0003_2 - [INFO] - [E:19| 600]: Train Loss:0.0021946, Val MRR:0.2955, ice0003_2 +2023-05-17 23:15:35,259 - ice0003_2 - [INFO] - [E:19| 700]: Train Loss:0.0021946, Val MRR:0.2955, ice0003_2 +2023-05-17 23:17:17,074 - ice0003_2 - [INFO] - [E:19| 800]: Train Loss:0.0021943, Val MRR:0.2955, ice0003_2 +2023-05-17 23:18:58,974 - ice0003_2 - [INFO] - [E:19| 900]: Train Loss:0.0021931, Val MRR:0.2955, ice0003_2 +2023-05-17 23:20:10,483 - ice0003_2 - [INFO] - [Epoch:19]: Training Loss:0.002193 + +2023-05-17 23:20:10,860 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 23:20:34,250 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 23:20:56,602 - ice0003_2 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.33918, Head : 0.26953, Avg : 0.30435 + MR: Tail : 306.33, Head : 339.68, Avg : 323.01 + Hit-1: Tail : 0.24882, Head : 0.18303, Avg : 0.21592 + Hit-3: Tail : 0.38257, Head : 0.29555, Avg : 0.33906 + Hit-10: Tail : 0.50407, Head : 0.44629, Avg : 0.47518 +2023-05-17 23:20:57,952 - ice0003_2 - [INFO] - [Epoch 19]: Training Loss: 0.0021928, Valid MRR: 0.30435, + + + +2023-05-17 23:20:59,161 - ice0003_2 - [INFO] - [E:20| 0]: Train Loss:0.0021655, Val MRR:0.30435, ice0003_2 +2023-05-17 23:22:32,296 - ice0003_2 - [INFO] - [E:20| 100]: Train Loss:0.0021775, Val MRR:0.30435, ice0003_2 +2023-05-17 23:24:13,398 - ice0003_2 - [INFO] - [E:20| 200]: Train Loss:0.0021811, Val MRR:0.30435, ice0003_2 +2023-05-17 23:25:55,910 - ice0003_2 - [INFO] - [E:20| 300]: Train Loss:0.0021809, Val MRR:0.30435, ice0003_2 +2023-05-17 23:27:38,508 - ice0003_2 - [INFO] - [E:20| 400]: Train Loss:0.0021801, Val MRR:0.30435, ice0003_2 +2023-05-17 23:29:21,064 - ice0003_2 - [INFO] - [E:20| 500]: Train Loss:0.0021803, Val MRR:0.30435, ice0003_2 +2023-05-17 23:31:02,224 - ice0003_2 - [INFO] - [E:20| 600]: Train Loss:0.0021793, Val MRR:0.30435, ice0003_2 +2023-05-17 23:32:36,829 - ice0003_2 - [INFO] - [E:20| 700]: Train Loss:0.0021794, Val MRR:0.30435, ice0003_2 +2023-05-17 23:34:19,751 - ice0003_2 - [INFO] - [E:20| 800]: Train Loss:0.0021793, Val MRR:0.30435, ice0003_2 +2023-05-17 23:36:01,752 - ice0003_2 - [INFO] - [E:20| 900]: Train Loss:0.0021794, Val MRR:0.30435, ice0003_2 +2023-05-17 23:37:13,292 - ice0003_2 - [INFO] - [Epoch:20]: Training Loss:0.002179 + +2023-05-17 23:37:13,691 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 23:37:36,711 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 23:37:59,773 - ice0003_2 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.34186, Head : 0.27424, Avg : 0.30805 + +2023-05-17 23:38:01,266 - ice0003_2 - [INFO] - [Epoch 20]: Training Loss: 0.0021791, Valid MRR: 0.30805, + + + +2023-05-17 23:38:02,572 - ice0003_2 - [INFO] - [E:21| 0]: Train Loss:0.0021837, Val MRR:0.30805, ice0003_2 +2023-05-17 23:39:38,774 - ice0003_2 - [INFO] - [E:21| 100]: Train Loss:0.0021578, Val MRR:0.30805, ice0003_2 +2023-05-17 23:41:18,191 - ice0003_2 - [INFO] - [E:21| 200]: Train Loss:0.0021599, Val MRR:0.30805, ice0003_2 +2023-05-17 23:43:00,841 - ice0003_2 - [INFO] - [E:21| 300]: Train Loss:0.0021605, Val MRR:0.30805, ice0003_2 +2023-05-17 23:44:43,275 - ice0003_2 - [INFO] - [E:21| 400]: Train Loss:0.0021649, Val MRR:0.30805, ice0003_2 +2023-05-17 23:46:25,834 - ice0003_2 - [INFO] - [E:21| 500]: Train Loss:0.0021653, Val MRR:0.30805, ice0003_2 +2023-05-17 23:48:08,096 - ice0003_2 - [INFO] - [E:21| 600]: Train Loss:0.0021659, Val MRR:0.30805, ice0003_2 +2023-05-17 23:49:40,115 - ice0003_2 - [INFO] - [E:21| 700]: Train Loss:0.0021663, Val MRR:0.30805, ice0003_2 +2023-05-17 23:51:24,294 - ice0003_2 - [INFO] - [E:21| 800]: Train Loss:0.0021664, Val MRR:0.30805, ice0003_2 +2023-05-17 23:53:08,149 - ice0003_2 - [INFO] - [E:21| 900]: Train Loss:0.002167, Val MRR:0.30805, ice0003_2 +2023-05-17 23:54:21,185 - ice0003_2 - [INFO] - [Epoch:21]: Training Loss:0.002167 + +2023-05-17 23:54:21,450 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-17 23:54:44,960 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-17 23:55:08,189 - ice0003_2 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.34684, Head : 0.27886, Avg : 0.31285 + +2023-05-17 23:55:09,626 - ice0003_2 - [INFO] - [Epoch 21]: Training Loss: 0.002167, Valid MRR: 0.31285, + + + +2023-05-17 23:55:10,791 - ice0003_2 - [INFO] - [E:22| 0]: Train Loss:0.002107, Val MRR:0.31285, ice0003_2 +2023-05-17 23:56:52,891 - ice0003_2 - [INFO] - [E:22| 100]: Train Loss:0.002158, Val MRR:0.31285, ice0003_2 +2023-05-17 23:58:26,000 - ice0003_2 - [INFO] - [E:22| 200]: Train Loss:0.0021543, Val MRR:0.31285, ice0003_2 +2023-05-18 00:00:08,922 - ice0003_2 - [INFO] - [E:22| 300]: Train Loss:0.0021527, Val MRR:0.31285, ice0003_2 +2023-05-18 00:01:51,859 - ice0003_2 - [INFO] - [E:22| 400]: Train Loss:0.0021534, Val MRR:0.31285, ice0003_2 +2023-05-18 00:03:34,731 - ice0003_2 - [INFO] - [E:22| 500]: Train Loss:0.002154, Val MRR:0.31285, ice0003_2 +2023-05-18 00:05:16,350 - ice0003_2 - [INFO] - [E:22| 600]: Train Loss:0.0021535, Val MRR:0.31285, ice0003_2 +2023-05-18 00:06:47,981 - ice0003_2 - [INFO] - [E:22| 700]: Train Loss:0.0021545, Val MRR:0.31285, ice0003_2 +2023-05-18 00:08:30,427 - ice0003_2 - [INFO] - [E:22| 800]: Train Loss:0.0021542, Val MRR:0.31285, ice0003_2 +2023-05-18 00:10:12,988 - ice0003_2 - [INFO] - [E:22| 900]: Train Loss:0.0021543, Val MRR:0.31285, ice0003_2 +2023-05-18 00:11:24,642 - ice0003_2 - [INFO] - [Epoch:22]: Training Loss:0.002155 + +2023-05-18 00:11:25,047 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 00:11:48,001 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 00:12:10,814 - ice0003_2 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.35111, Head : 0.28246, Avg : 0.31679 + +2023-05-18 00:12:12,039 - ice0003_2 - [INFO] - [Epoch 22]: Training Loss: 0.0021548, Valid MRR: 0.31679, + + + +2023-05-18 00:12:13,249 - ice0003_2 - [INFO] - [E:23| 0]: Train Loss:0.0021384, Val MRR:0.31679, ice0003_2 +2023-05-18 00:13:54,977 - ice0003_2 - [INFO] - [E:23| 100]: Train Loss:0.0021467, Val MRR:0.31679, ice0003_2 +2023-05-18 00:15:27,580 - ice0003_2 - [INFO] - [E:23| 200]: Train Loss:0.0021465, Val MRR:0.31679, ice0003_2 +2023-05-18 00:17:10,486 - ice0003_2 - [INFO] - [E:23| 300]: Train Loss:0.0021456, Val MRR:0.31679, ice0003_2 +2023-05-18 00:18:52,464 - ice0003_2 - [INFO] - [E:23| 400]: Train Loss:0.002145, Val MRR:0.31679, ice0003_2 +2023-05-18 00:20:33,814 - ice0003_2 - [INFO] - [E:23| 500]: Train Loss:0.0021431, Val MRR:0.31679, ice0003_2 +2023-05-18 00:22:16,833 - ice0003_2 - [INFO] - [E:23| 600]: Train Loss:0.0021424, Val MRR:0.31679, ice0003_2 +2023-05-18 00:23:49,202 - ice0003_2 - [INFO] - [E:23| 700]: Train Loss:0.0021431, Val MRR:0.31679, ice0003_2 +2023-05-18 00:25:32,372 - ice0003_2 - [INFO] - [E:23| 800]: Train Loss:0.0021429, Val MRR:0.31679, ice0003_2 +2023-05-18 00:27:14,812 - ice0003_2 - [INFO] - [E:23| 900]: Train Loss:0.0021426, Val MRR:0.31679, ice0003_2 +2023-05-18 00:28:26,430 - ice0003_2 - [INFO] - [Epoch:23]: Training Loss:0.002143 + +2023-05-18 00:28:26,833 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 00:28:50,294 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 00:29:12,815 - ice0003_2 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.35412, Head : 0.28807, Avg : 0.32109 + +2023-05-18 00:29:14,126 - ice0003_2 - [INFO] - [Epoch 23]: Training Loss: 0.0021429, Valid MRR: 0.32109, + + + +2023-05-18 00:29:15,348 - ice0003_2 - [INFO] - [E:24| 0]: Train Loss:0.0022143, Val MRR:0.32109, ice0003_2 +2023-05-18 00:30:56,856 - ice0003_2 - [INFO] - [E:24| 100]: Train Loss:0.0021295, Val MRR:0.32109, ice0003_2 +2023-05-18 00:32:28,916 - ice0003_2 - [INFO] - [E:24| 200]: Train Loss:0.0021289, Val MRR:0.32109, ice0003_2 +2023-05-18 00:34:09,253 - ice0003_2 - [INFO] - [E:24| 300]: Train Loss:0.0021288, Val MRR:0.32109, ice0003_2 +2023-05-18 00:35:50,275 - ice0003_2 - [INFO] - [E:24| 400]: Train Loss:0.00213, Val MRR:0.32109, ice0003_2 +2023-05-18 00:37:32,568 - ice0003_2 - [INFO] - [E:24| 500]: Train Loss:0.0021302, Val MRR:0.32109, ice0003_2 +2023-05-18 00:39:16,580 - ice0003_2 - [INFO] - [E:24| 600]: Train Loss:0.0021303, Val MRR:0.32109, ice0003_2 +2023-05-18 00:40:48,527 - ice0003_2 - [INFO] - [E:24| 700]: Train Loss:0.0021307, Val MRR:0.32109, ice0003_2 +2023-05-18 00:42:31,624 - ice0003_2 - [INFO] - [E:24| 800]: Train Loss:0.0021303, Val MRR:0.32109, ice0003_2 +2023-05-18 00:44:14,566 - ice0003_2 - [INFO] - [E:24| 900]: Train Loss:0.0021297, Val MRR:0.32109, ice0003_2 +2023-05-18 00:45:26,790 - ice0003_2 - [INFO] - [Epoch:24]: Training Loss:0.00213 + +2023-05-18 00:45:27,054 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 00:45:50,500 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 00:46:12,796 - ice0003_2 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.35983, Head : 0.29279, Avg : 0.32631 + +2023-05-18 00:46:14,311 - ice0003_2 - [INFO] - [Epoch 24]: Training Loss: 0.0021301, Valid MRR: 0.32631, + + + +2023-05-18 00:46:15,146 - ice0003_2 - [INFO] - [E:25| 0]: Train Loss:0.0020706, Val MRR:0.32631, ice0003_2 +2023-05-18 00:47:57,231 - ice0003_2 - [INFO] - [E:25| 100]: Train Loss:0.0021193, Val MRR:0.32631, ice0003_2 +2023-05-18 00:49:29,171 - ice0003_2 - [INFO] - [E:25| 200]: Train Loss:0.0021187, Val MRR:0.32631, ice0003_2 +2023-05-18 00:51:11,708 - ice0003_2 - [INFO] - [E:25| 300]: Train Loss:0.002118, Val MRR:0.32631, ice0003_2 +2023-05-18 00:52:54,185 - ice0003_2 - [INFO] - [E:25| 400]: Train Loss:0.0021171, Val MRR:0.32631, ice0003_2 +2023-05-18 00:54:36,658 - ice0003_2 - [INFO] - [E:25| 500]: Train Loss:0.0021175, Val MRR:0.32631, ice0003_2 +2023-05-18 00:56:19,258 - ice0003_2 - [INFO] - [E:25| 600]: Train Loss:0.0021185, Val MRR:0.32631, ice0003_2 +2023-05-18 00:57:51,647 - ice0003_2 - [INFO] - [E:25| 700]: Train Loss:0.0021186, Val MRR:0.32631, ice0003_2 +2023-05-18 00:59:33,831 - ice0003_2 - [INFO] - [E:25| 800]: Train Loss:0.0021184, Val MRR:0.32631, ice0003_2 +2023-05-18 01:01:15,951 - ice0003_2 - [INFO] - [E:25| 900]: Train Loss:0.0021184, Val MRR:0.32631, ice0003_2 +2023-05-18 01:02:26,746 - ice0003_2 - [INFO] - [Epoch:25]: Training Loss:0.002119 + +2023-05-18 01:02:27,010 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 01:02:49,565 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 01:03:11,805 - ice0003_2 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.36193, Head : 0.29867, Avg : 0.3303 + +2023-05-18 01:03:13,121 - ice0003_2 - [INFO] - [Epoch 25]: Training Loss: 0.0021186, Valid MRR: 0.3303, + + + +2023-05-18 01:03:14,322 - ice0003_2 - [INFO] - [E:26| 0]: Train Loss:0.0020674, Val MRR:0.3303, ice0003_2 +2023-05-18 01:04:55,778 - ice0003_2 - [INFO] - [E:26| 100]: Train Loss:0.0020988, Val MRR:0.3303, ice0003_2 +2023-05-18 01:06:27,835 - ice0003_2 - [INFO] - [E:26| 200]: Train Loss:0.0021029, Val MRR:0.3303, ice0003_2 +2023-05-18 01:08:11,354 - ice0003_2 - [INFO] - [E:26| 300]: Train Loss:0.0021042, Val MRR:0.3303, ice0003_2 +2023-05-18 01:09:53,877 - ice0003_2 - [INFO] - [E:26| 400]: Train Loss:0.002104, Val MRR:0.3303, ice0003_2 +2023-05-18 01:11:36,419 - ice0003_2 - [INFO] - [E:26| 500]: Train Loss:0.0021054, Val MRR:0.3303, ice0003_2 +2023-05-18 01:13:18,906 - ice0003_2 - [INFO] - [E:26| 600]: Train Loss:0.0021057, Val MRR:0.3303, ice0003_2 +2023-05-18 01:14:51,037 - ice0003_2 - [INFO] - [E:26| 700]: Train Loss:0.0021065, Val MRR:0.3303, ice0003_2 +2023-05-18 01:16:32,657 - ice0003_2 - [INFO] - [E:26| 800]: Train Loss:0.0021066, Val MRR:0.3303, ice0003_2 +2023-05-18 01:18:14,328 - ice0003_2 - [INFO] - [E:26| 900]: Train Loss:0.0021065, Val MRR:0.3303, ice0003_2 +2023-05-18 01:19:26,811 - ice0003_2 - [INFO] - [Epoch:26]: Training Loss:0.002106 + +2023-05-18 01:19:27,103 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 01:19:50,182 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 01:20:12,739 - ice0003_2 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.36433, Head : 0.29997, Avg : 0.33215 + +2023-05-18 01:20:14,009 - ice0003_2 - [INFO] - [Epoch 26]: Training Loss: 0.0021063, Valid MRR: 0.33215, + + + +2023-05-18 01:20:15,429 - ice0003_2 - [INFO] - [E:27| 0]: Train Loss:0.0021362, Val MRR:0.33215, ice0003_2 +2023-05-18 01:21:57,165 - ice0003_2 - [INFO] - [E:27| 100]: Train Loss:0.0020927, Val MRR:0.33215, ice0003_2 +2023-05-18 01:23:29,861 - ice0003_2 - [INFO] - [E:27| 200]: Train Loss:0.0020941, Val MRR:0.33215, ice0003_2 +2023-05-18 01:25:13,149 - ice0003_2 - [INFO] - [E:27| 300]: Train Loss:0.0020942, Val MRR:0.33215, ice0003_2 +2023-05-18 01:26:58,512 - ice0003_2 - [INFO] - [E:27| 400]: Train Loss:0.0020952, Val MRR:0.33215, ice0003_2 +2023-05-18 01:28:40,334 - ice0003_2 - [INFO] - [E:27| 500]: Train Loss:0.0020954, Val MRR:0.33215, ice0003_2 +2023-05-18 01:30:22,289 - ice0003_2 - [INFO] - [E:27| 600]: Train Loss:0.0020945, Val MRR:0.33215, ice0003_2 +2023-05-18 01:31:54,132 - ice0003_2 - [INFO] - [E:27| 700]: Train Loss:0.0020946, Val MRR:0.33215, ice0003_2 +2023-05-18 01:33:36,719 - ice0003_2 - [INFO] - [E:27| 800]: Train Loss:0.0020944, Val MRR:0.33215, ice0003_2 +2023-05-18 01:35:20,344 - ice0003_2 - [INFO] - [E:27| 900]: Train Loss:0.0020953, Val MRR:0.33215, ice0003_2 +2023-05-18 01:36:32,801 - ice0003_2 - [INFO] - [Epoch:27]: Training Loss:0.002095 + +2023-05-18 01:36:33,063 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 01:36:56,646 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 01:37:19,764 - ice0003_2 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.36782, Head : 0.30237, Avg : 0.33509 + +2023-05-18 01:37:21,013 - ice0003_2 - [INFO] - [Epoch 27]: Training Loss: 0.0020954, Valid MRR: 0.33509, + + + +2023-05-18 01:37:22,212 - ice0003_2 - [INFO] - [E:28| 0]: Train Loss:0.0020631, Val MRR:0.33509, ice0003_2 +2023-05-18 01:39:05,208 - ice0003_2 - [INFO] - [E:28| 100]: Train Loss:0.0020812, Val MRR:0.33509, ice0003_2 +2023-05-18 01:40:37,875 - ice0003_2 - [INFO] - [E:28| 200]: Train Loss:0.0020792, Val MRR:0.33509, ice0003_2 +2023-05-18 01:42:19,342 - ice0003_2 - [INFO] - [E:28| 300]: Train Loss:0.0020783, Val MRR:0.33509, ice0003_2 +2023-05-18 01:44:00,927 - ice0003_2 - [INFO] - [E:28| 400]: Train Loss:0.0020806, Val MRR:0.33509, ice0003_2 +2023-05-18 01:45:42,660 - ice0003_2 - [INFO] - [E:28| 500]: Train Loss:0.0020816, Val MRR:0.33509, ice0003_2 +2023-05-18 01:47:24,211 - ice0003_2 - [INFO] - [E:28| 600]: Train Loss:0.0020834, Val MRR:0.33509, ice0003_2 +2023-05-18 01:48:55,704 - ice0003_2 - [INFO] - [E:28| 700]: Train Loss:0.0020845, Val MRR:0.33509, ice0003_2 +2023-05-18 01:50:38,304 - ice0003_2 - [INFO] - [E:28| 800]: Train Loss:0.0020849, Val MRR:0.33509, ice0003_2 +2023-05-18 01:52:20,973 - ice0003_2 - [INFO] - [E:28| 900]: Train Loss:0.0020847, Val MRR:0.33509, ice0003_2 +2023-05-18 01:53:32,644 - ice0003_2 - [INFO] - [Epoch:28]: Training Loss:0.002085 + +2023-05-18 01:53:33,164 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 01:53:56,432 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 01:54:19,788 - ice0003_2 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.36935, Head : 0.30962, Avg : 0.33949 + +2023-05-18 01:54:21,155 - ice0003_2 - [INFO] - [Epoch 28]: Training Loss: 0.0020849, Valid MRR: 0.33949, + + + +2023-05-18 01:54:22,439 - ice0003_2 - [INFO] - [E:29| 0]: Train Loss:0.0021078, Val MRR:0.33949, ice0003_2 +2023-05-18 01:56:04,920 - ice0003_2 - [INFO] - [E:29| 100]: Train Loss:0.0020737, Val MRR:0.33949, ice0003_2 +2023-05-18 01:57:37,503 - ice0003_2 - [INFO] - [E:29| 200]: Train Loss:0.0020749, Val MRR:0.33949, ice0003_2 +2023-05-18 01:59:19,516 - ice0003_2 - [INFO] - [E:29| 300]: Train Loss:0.0020756, Val MRR:0.33949, ice0003_2 +2023-05-18 02:01:00,499 - ice0003_2 - [INFO] - [E:29| 400]: Train Loss:0.0020772, Val MRR:0.33949, ice0003_2 +2023-05-18 02:02:42,158 - ice0003_2 - [INFO] - [E:29| 500]: Train Loss:0.0020769, Val MRR:0.33949, ice0003_2 +2023-05-18 02:04:24,547 - ice0003_2 - [INFO] - [E:29| 600]: Train Loss:0.002076, Val MRR:0.33949, ice0003_2 +2023-05-18 02:05:59,198 - ice0003_2 - [INFO] - [E:29| 700]: Train Loss:0.0020761, Val MRR:0.33949, ice0003_2 +2023-05-18 02:07:39,471 - ice0003_2 - [INFO] - [E:29| 800]: Train Loss:0.0020755, Val MRR:0.33949, ice0003_2 +2023-05-18 02:09:21,670 - ice0003_2 - [INFO] - [E:29| 900]: Train Loss:0.0020761, Val MRR:0.33949, ice0003_2 +2023-05-18 02:10:33,677 - ice0003_2 - [INFO] - [Epoch:29]: Training Loss:0.002076 + +2023-05-18 02:10:33,943 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 02:10:57,235 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 02:11:20,156 - ice0003_2 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.37312, Head : 0.31321, Avg : 0.34316 + MR: Tail : 224.35, Head : 259.84, Avg : 242.09 + Hit-1: Tail : 0.27625, Head : 0.21835, Avg : 0.2473 + Hit-3: Tail : 0.41874, Head : 0.34895, Avg : 0.38385 + Hit-10: Tail : 0.55565, Head : 0.50079, Avg : 0.52822 +2023-05-18 02:11:21,399 - ice0003_2 - [INFO] - [Epoch 29]: Training Loss: 0.0020757, Valid MRR: 0.34316, + + + +2023-05-18 02:11:22,557 - ice0003_2 - [INFO] - [E:30| 0]: Train Loss:0.0021077, Val MRR:0.34316, ice0003_2 +2023-05-18 02:13:05,347 - ice0003_2 - [INFO] - [E:30| 100]: Train Loss:0.0020619, Val MRR:0.34316, ice0003_2 +2023-05-18 02:14:42,708 - ice0003_2 - [INFO] - [E:30| 200]: Train Loss:0.0020647, Val MRR:0.34316, ice0003_2 +2023-05-18 02:16:21,441 - ice0003_2 - [INFO] - [E:30| 300]: Train Loss:0.0020657, Val MRR:0.34316, ice0003_2 +2023-05-18 02:18:03,794 - ice0003_2 - [INFO] - [E:30| 400]: Train Loss:0.0020645, Val MRR:0.34316, ice0003_2 +2023-05-18 02:19:46,151 - ice0003_2 - [INFO] - [E:30| 500]: Train Loss:0.0020649, Val MRR:0.34316, ice0003_2 +2023-05-18 02:21:28,678 - ice0003_2 - [INFO] - [E:30| 600]: Train Loss:0.0020654, Val MRR:0.34316, ice0003_2 +2023-05-18 02:23:10,108 - ice0003_2 - [INFO] - [E:30| 700]: Train Loss:0.0020666, Val MRR:0.34316, ice0003_2 +2023-05-18 02:24:44,495 - ice0003_2 - [INFO] - [E:30| 800]: Train Loss:0.0020671, Val MRR:0.34316, ice0003_2 +2023-05-18 02:26:27,967 - ice0003_2 - [INFO] - [E:30| 900]: Train Loss:0.002067, Val MRR:0.34316, ice0003_2 +2023-05-18 02:27:40,041 - ice0003_2 - [INFO] - [Epoch:30]: Training Loss:0.002067 + +2023-05-18 02:27:40,518 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 02:28:03,360 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 02:28:25,542 - ice0003_2 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.37613, Head : 0.31799, Avg : 0.34706 + +2023-05-18 02:28:26,824 - ice0003_2 - [INFO] - [Epoch 30]: Training Loss: 0.0020671, Valid MRR: 0.34706, + + + +2023-05-18 02:28:27,895 - ice0003_2 - [INFO] - [E:31| 0]: Train Loss:0.0020642, Val MRR:0.34706, ice0003_2 +2023-05-18 02:30:09,540 - ice0003_2 - [INFO] - [E:31| 100]: Train Loss:0.0020536, Val MRR:0.34706, ice0003_2 +2023-05-18 02:31:46,383 - ice0003_2 - [INFO] - [E:31| 200]: Train Loss:0.0020558, Val MRR:0.34706, ice0003_2 +2023-05-18 02:33:25,300 - ice0003_2 - [INFO] - [E:31| 300]: Train Loss:0.0020555, Val MRR:0.34706, ice0003_2 +2023-05-18 02:35:08,343 - ice0003_2 - [INFO] - [E:31| 400]: Train Loss:0.0020561, Val MRR:0.34706, ice0003_2 +2023-05-18 02:36:50,853 - ice0003_2 - [INFO] - [E:31| 500]: Train Loss:0.0020552, Val MRR:0.34706, ice0003_2 +2023-05-18 02:38:33,047 - ice0003_2 - [INFO] - [E:31| 600]: Train Loss:0.0020562, Val MRR:0.34706, ice0003_2 +2023-05-18 02:40:14,867 - ice0003_2 - [INFO] - [E:31| 700]: Train Loss:0.0020566, Val MRR:0.34706, ice0003_2 +2023-05-18 02:41:47,098 - ice0003_2 - [INFO] - [E:31| 800]: Train Loss:0.0020571, Val MRR:0.34706, ice0003_2 +2023-05-18 02:43:28,506 - ice0003_2 - [INFO] - [E:31| 900]: Train Loss:0.0020581, Val MRR:0.34706, ice0003_2 +2023-05-18 02:44:40,120 - ice0003_2 - [INFO] - [Epoch:31]: Training Loss:0.002059 + +2023-05-18 02:44:40,385 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 02:45:03,939 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 02:45:26,638 - ice0003_2 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.37696, Head : 0.32047, Avg : 0.34871 + +2023-05-18 02:45:27,952 - ice0003_2 - [INFO] - [Epoch 31]: Training Loss: 0.0020587, Valid MRR: 0.34871, + + + +2023-05-18 02:45:28,983 - ice0003_2 - [INFO] - [E:32| 0]: Train Loss:0.002048, Val MRR:0.34871, ice0003_2 +2023-05-18 02:47:11,347 - ice0003_2 - [INFO] - [E:32| 100]: Train Loss:0.00205, Val MRR:0.34871, ice0003_2 +2023-05-18 02:48:50,749 - ice0003_2 - [INFO] - [E:32| 200]: Train Loss:0.0020484, Val MRR:0.34871, ice0003_2 +2023-05-18 02:50:25,652 - ice0003_2 - [INFO] - [E:32| 300]: Train Loss:0.0020477, Val MRR:0.34871, ice0003_2 +2023-05-18 02:52:08,070 - ice0003_2 - [INFO] - [E:32| 400]: Train Loss:0.002048, Val MRR:0.34871, ice0003_2 +2023-05-18 02:53:50,327 - ice0003_2 - [INFO] - [E:32| 500]: Train Loss:0.0020488, Val MRR:0.34871, ice0003_2 +2023-05-18 02:55:32,453 - ice0003_2 - [INFO] - [E:32| 600]: Train Loss:0.0020496, Val MRR:0.34871, ice0003_2 +2023-05-18 02:57:14,909 - ice0003_2 - [INFO] - [E:32| 700]: Train Loss:0.0020508, Val MRR:0.34871, ice0003_2 +2023-05-18 02:58:46,270 - ice0003_2 - [INFO] - [E:32| 800]: Train Loss:0.0020507, Val MRR:0.34871, ice0003_2 +2023-05-18 03:00:28,481 - ice0003_2 - [INFO] - [E:32| 900]: Train Loss:0.0020506, Val MRR:0.34871, ice0003_2 +2023-05-18 03:01:42,551 - ice0003_2 - [INFO] - [Epoch:32]: Training Loss:0.002051 + +2023-05-18 03:01:42,891 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 03:02:06,412 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 03:02:29,509 - ice0003_2 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.37872, Head : 0.32134, Avg : 0.35003 + +2023-05-18 03:02:31,104 - ice0003_2 - [INFO] - [Epoch 32]: Training Loss: 0.0020506, Valid MRR: 0.35003, + + + +2023-05-18 03:02:32,376 - ice0003_2 - [INFO] - [E:33| 0]: Train Loss:0.0020341, Val MRR:0.35003, ice0003_2 +2023-05-18 03:04:15,379 - ice0003_2 - [INFO] - [E:33| 100]: Train Loss:0.0020454, Val MRR:0.35003, ice0003_2 +2023-05-18 03:05:58,469 - ice0003_2 - [INFO] - [E:33| 200]: Train Loss:0.002043, Val MRR:0.35003, ice0003_2 +2023-05-18 03:07:30,712 - ice0003_2 - [INFO] - [E:33| 300]: Train Loss:0.0020429, Val MRR:0.35003, ice0003_2 +2023-05-18 03:09:12,997 - ice0003_2 - [INFO] - [E:33| 400]: Train Loss:0.0020426, Val MRR:0.35003, ice0003_2 +2023-05-18 03:10:56,208 - ice0003_2 - [INFO] - [E:33| 500]: Train Loss:0.0020441, Val MRR:0.35003, ice0003_2 +2023-05-18 03:12:37,984 - ice0003_2 - [INFO] - [E:33| 600]: Train Loss:0.0020433, Val MRR:0.35003, ice0003_2 +2023-05-18 03:14:19,163 - ice0003_2 - [INFO] - [E:33| 700]: Train Loss:0.0020437, Val MRR:0.35003, ice0003_2 +2023-05-18 03:15:51,794 - ice0003_2 - [INFO] - [E:33| 800]: Train Loss:0.0020435, Val MRR:0.35003, ice0003_2 +2023-05-18 03:17:34,676 - ice0003_2 - [INFO] - [E:33| 900]: Train Loss:0.0020438, Val MRR:0.35003, ice0003_2 +2023-05-18 03:18:47,295 - ice0003_2 - [INFO] - [Epoch:33]: Training Loss:0.002044 + +2023-05-18 03:18:47,814 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 03:19:11,109 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 03:19:34,132 - ice0003_2 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.38269, Head : 0.3261, Avg : 0.3544 + +2023-05-18 03:19:35,659 - ice0003_2 - [INFO] - [Epoch 33]: Training Loss: 0.0020439, Valid MRR: 0.3544, + + + +2023-05-18 03:19:36,851 - ice0003_2 - [INFO] - [E:34| 0]: Train Loss:0.0020714, Val MRR:0.3544, ice0003_2 +2023-05-18 03:21:19,179 - ice0003_2 - [INFO] - [E:34| 100]: Train Loss:0.0020248, Val MRR:0.3544, ice0003_2 +2023-05-18 03:23:01,355 - ice0003_2 - [INFO] - [E:34| 200]: Train Loss:0.0020305, Val MRR:0.3544, ice0003_2 +2023-05-18 03:24:34,047 - ice0003_2 - [INFO] - [E:34| 300]: Train Loss:0.0020322, Val MRR:0.3544, ice0003_2 +2023-05-18 03:26:16,745 - ice0003_2 - [INFO] - [E:34| 400]: Train Loss:0.0020326, Val MRR:0.3544, ice0003_2 +2023-05-18 03:27:58,593 - ice0003_2 - [INFO] - [E:34| 500]: Train Loss:0.0020347, Val MRR:0.3544, ice0003_2 +2023-05-18 03:29:42,378 - ice0003_2 - [INFO] - [E:34| 600]: Train Loss:0.002034, Val MRR:0.3544, ice0003_2 +2023-05-18 03:31:25,110 - ice0003_2 - [INFO] - [E:34| 700]: Train Loss:0.0020357, Val MRR:0.3544, ice0003_2 +2023-05-18 03:32:57,608 - ice0003_2 - [INFO] - [E:34| 800]: Train Loss:0.0020357, Val MRR:0.3544, ice0003_2 +2023-05-18 03:34:40,285 - ice0003_2 - [INFO] - [E:34| 900]: Train Loss:0.0020362, Val MRR:0.3544, ice0003_2 +2023-05-18 03:35:52,467 - ice0003_2 - [INFO] - [Epoch:34]: Training Loss:0.002037 + +2023-05-18 03:35:52,868 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 03:36:15,774 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 03:36:38,590 - ice0003_2 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.38299, Head : 0.32893, Avg : 0.35596 + +2023-05-18 03:36:40,060 - ice0003_2 - [INFO] - [Epoch 34]: Training Loss: 0.002037, Valid MRR: 0.35596, + + + +2023-05-18 03:36:41,252 - ice0003_2 - [INFO] - [E:35| 0]: Train Loss:0.0019623, Val MRR:0.35596, ice0003_2 +2023-05-18 03:38:23,620 - ice0003_2 - [INFO] - [E:35| 100]: Train Loss:0.0020211, Val MRR:0.35596, ice0003_2 +2023-05-18 03:40:06,302 - ice0003_2 - [INFO] - [E:35| 200]: Train Loss:0.0020245, Val MRR:0.35596, ice0003_2 +2023-05-18 03:41:37,623 - ice0003_2 - [INFO] - [E:35| 300]: Train Loss:0.0020244, Val MRR:0.35596, ice0003_2 +2023-05-18 03:43:20,558 - ice0003_2 - [INFO] - [E:35| 400]: Train Loss:0.0020253, Val MRR:0.35596, ice0003_2 +2023-05-18 03:45:03,802 - ice0003_2 - [INFO] - [E:35| 500]: Train Loss:0.0020266, Val MRR:0.35596, ice0003_2 +2023-05-18 03:46:46,865 - ice0003_2 - [INFO] - [E:35| 600]: Train Loss:0.0020282, Val MRR:0.35596, ice0003_2 +2023-05-18 03:48:31,879 - ice0003_2 - [INFO] - [E:35| 700]: Train Loss:0.0020283, Val MRR:0.35596, ice0003_2 +2023-05-18 03:50:03,978 - ice0003_2 - [INFO] - [E:35| 800]: Train Loss:0.0020291, Val MRR:0.35596, ice0003_2 +2023-05-18 03:51:45,736 - ice0003_2 - [INFO] - [E:35| 900]: Train Loss:0.0020295, Val MRR:0.35596, ice0003_2 +2023-05-18 03:52:57,499 - ice0003_2 - [INFO] - [Epoch:35]: Training Loss:0.00203 + +2023-05-18 03:52:57,842 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 03:53:21,439 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 03:53:43,851 - ice0003_2 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.38564, Head : 0.33166, Avg : 0.35865 + +2023-05-18 03:53:45,315 - ice0003_2 - [INFO] - [Epoch 35]: Training Loss: 0.0020298, Valid MRR: 0.35865, + + + +2023-05-18 03:53:46,274 - ice0003_2 - [INFO] - [E:36| 0]: Train Loss:0.0021101, Val MRR:0.35865, ice0003_2 +2023-05-18 03:55:28,374 - ice0003_2 - [INFO] - [E:36| 100]: Train Loss:0.0020233, Val MRR:0.35865, ice0003_2 +2023-05-18 03:57:10,628 - ice0003_2 - [INFO] - [E:36| 200]: Train Loss:0.0020247, Val MRR:0.35865, ice0003_2 +2023-05-18 03:58:43,132 - ice0003_2 - [INFO] - [E:36| 300]: Train Loss:0.0020232, Val MRR:0.35865, ice0003_2 +2023-05-18 04:00:26,247 - ice0003_2 - [INFO] - [E:36| 400]: Train Loss:0.0020217, Val MRR:0.35865, ice0003_2 +2023-05-18 04:02:09,208 - ice0003_2 - [INFO] - [E:36| 500]: Train Loss:0.002021, Val MRR:0.35865, ice0003_2 +2023-05-18 04:03:51,661 - ice0003_2 - [INFO] - [E:36| 600]: Train Loss:0.002022, Val MRR:0.35865, ice0003_2 +2023-05-18 04:05:34,542 - ice0003_2 - [INFO] - [E:36| 700]: Train Loss:0.0020222, Val MRR:0.35865, ice0003_2 +2023-05-18 04:07:06,828 - ice0003_2 - [INFO] - [E:36| 800]: Train Loss:0.0020222, Val MRR:0.35865, ice0003_2 +2023-05-18 04:08:49,218 - ice0003_2 - [INFO] - [E:36| 900]: Train Loss:0.0020233, Val MRR:0.35865, ice0003_2 +2023-05-18 04:10:00,663 - ice0003_2 - [INFO] - [Epoch:36]: Training Loss:0.002024 + +2023-05-18 04:10:01,058 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 04:10:23,862 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 04:10:46,130 - ice0003_2 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.3854, Head : 0.33121, Avg : 0.3583 + +2023-05-18 04:10:46,130 - ice0003_2 - [INFO] - [Epoch 36]: Training Loss: 0.0020241, Valid MRR: 0.35865, + + + +2023-05-18 04:10:46,922 - ice0003_2 - [INFO] - [E:37| 0]: Train Loss:0.0019948, Val MRR:0.35865, ice0003_2 +2023-05-18 04:12:29,952 - ice0003_2 - [INFO] - [E:37| 100]: Train Loss:0.0020138, Val MRR:0.35865, ice0003_2 +2023-05-18 04:14:12,540 - ice0003_2 - [INFO] - [E:37| 200]: Train Loss:0.0020154, Val MRR:0.35865, ice0003_2 +2023-05-18 04:15:44,935 - ice0003_2 - [INFO] - [E:37| 300]: Train Loss:0.0020166, Val MRR:0.35865, ice0003_2 +2023-05-18 04:17:27,548 - ice0003_2 - [INFO] - [E:37| 400]: Train Loss:0.0020161, Val MRR:0.35865, ice0003_2 +2023-05-18 04:19:10,558 - ice0003_2 - [INFO] - [E:37| 500]: Train Loss:0.0020166, Val MRR:0.35865, ice0003_2 +2023-05-18 04:20:53,571 - ice0003_2 - [INFO] - [E:37| 600]: Train Loss:0.0020176, Val MRR:0.35865, ice0003_2 +2023-05-18 04:22:36,800 - ice0003_2 - [INFO] - [E:37| 700]: Train Loss:0.002018, Val MRR:0.35865, ice0003_2 +2023-05-18 04:24:09,109 - ice0003_2 - [INFO] - [E:37| 800]: Train Loss:0.0020178, Val MRR:0.35865, ice0003_2 +2023-05-18 04:25:51,035 - ice0003_2 - [INFO] - [E:37| 900]: Train Loss:0.0020179, Val MRR:0.35865, ice0003_2 +2023-05-18 04:27:03,238 - ice0003_2 - [INFO] - [Epoch:37]: Training Loss:0.002018 + +2023-05-18 04:27:03,747 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 04:27:27,196 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 04:27:50,181 - ice0003_2 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.38832, Head : 0.33476, Avg : 0.36154 + +2023-05-18 04:27:51,666 - ice0003_2 - [INFO] - [Epoch 37]: Training Loss: 0.0020183, Valid MRR: 0.36154, + + + +2023-05-18 04:27:53,092 - ice0003_2 - [INFO] - [E:38| 0]: Train Loss:0.0020637, Val MRR:0.36154, ice0003_2 +2023-05-18 04:29:35,671 - ice0003_2 - [INFO] - [E:38| 100]: Train Loss:0.0020148, Val MRR:0.36154, ice0003_2 +2023-05-18 04:31:17,712 - ice0003_2 - [INFO] - [E:38| 200]: Train Loss:0.0020118, Val MRR:0.36154, ice0003_2 +2023-05-18 04:32:50,058 - ice0003_2 - [INFO] - [E:38| 300]: Train Loss:0.0020121, Val MRR:0.36154, ice0003_2 +2023-05-18 04:34:32,399 - ice0003_2 - [INFO] - [E:38| 400]: Train Loss:0.002011, Val MRR:0.36154, ice0003_2 +2023-05-18 04:36:16,744 - ice0003_2 - [INFO] - [E:38| 500]: Train Loss:0.002011, Val MRR:0.36154, ice0003_2 +2023-05-18 04:37:58,800 - ice0003_2 - [INFO] - [E:38| 600]: Train Loss:0.0020102, Val MRR:0.36154, ice0003_2 +2023-05-18 04:39:40,451 - ice0003_2 - [INFO] - [E:38| 700]: Train Loss:0.0020114, Val MRR:0.36154, ice0003_2 +2023-05-18 04:41:12,622 - ice0003_2 - [INFO] - [E:38| 800]: Train Loss:0.002012, Val MRR:0.36154, ice0003_2 +2023-05-18 04:42:54,485 - ice0003_2 - [INFO] - [E:38| 900]: Train Loss:0.0020125, Val MRR:0.36154, ice0003_2 +2023-05-18 04:44:06,402 - ice0003_2 - [INFO] - [Epoch:38]: Training Loss:0.002013 + +2023-05-18 04:44:06,733 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 04:44:30,175 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 04:44:52,828 - ice0003_2 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.38778, Head : 0.33617, Avg : 0.36197 + +2023-05-18 04:44:54,158 - ice0003_2 - [INFO] - [Epoch 38]: Training Loss: 0.0020126, Valid MRR: 0.36197, + + + +2023-05-18 04:44:55,317 - ice0003_2 - [INFO] - [E:39| 0]: Train Loss:0.0020398, Val MRR:0.36197, ice0003_2 +2023-05-18 04:46:37,670 - ice0003_2 - [INFO] - [E:39| 100]: Train Loss:0.0019977, Val MRR:0.36197, ice0003_2 +2023-05-18 04:48:21,065 - ice0003_2 - [INFO] - [E:39| 200]: Train Loss:0.0020004, Val MRR:0.36197, ice0003_2 +2023-05-18 04:49:54,490 - ice0003_2 - [INFO] - [E:39| 300]: Train Loss:0.002005, Val MRR:0.36197, ice0003_2 +2023-05-18 04:51:37,627 - ice0003_2 - [INFO] - [E:39| 400]: Train Loss:0.0020037, Val MRR:0.36197, ice0003_2 +2023-05-18 04:53:19,442 - ice0003_2 - [INFO] - [E:39| 500]: Train Loss:0.0020046, Val MRR:0.36197, ice0003_2 +2023-05-18 04:55:02,198 - ice0003_2 - [INFO] - [E:39| 600]: Train Loss:0.0020057, Val MRR:0.36197, ice0003_2 +2023-05-18 04:56:44,748 - ice0003_2 - [INFO] - [E:39| 700]: Train Loss:0.0020051, Val MRR:0.36197, ice0003_2 +2023-05-18 04:58:17,369 - ice0003_2 - [INFO] - [E:39| 800]: Train Loss:0.002006, Val MRR:0.36197, ice0003_2 +2023-05-18 05:00:00,231 - ice0003_2 - [INFO] - [E:39| 900]: Train Loss:0.0020068, Val MRR:0.36197, ice0003_2 +2023-05-18 05:01:12,352 - ice0003_2 - [INFO] - [Epoch:39]: Training Loss:0.002007 + +2023-05-18 05:01:12,706 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 05:01:36,431 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 05:01:59,127 - ice0003_2 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.39053, Head : 0.33728, Avg : 0.3639 + MR: Tail : 221.63, Head : 250.22, Avg : 235.93 + Hit-1: Tail : 0.29008, Head : 0.2385, Avg : 0.26429 + Hit-3: Tail : 0.43464, Head : 0.37759, Avg : 0.40612 + Hit-10: Tail : 0.58745, Head : 0.53113, Avg : 0.55929 +2023-05-18 05:02:00,454 - ice0003_2 - [INFO] - [Epoch 39]: Training Loss: 0.0020069, Valid MRR: 0.3639, + + + +2023-05-18 05:02:01,647 - ice0003_2 - [INFO] - [E:40| 0]: Train Loss:0.001942, Val MRR:0.3639, ice0003_2 +2023-05-18 05:03:45,075 - ice0003_2 - [INFO] - [E:40| 100]: Train Loss:0.0019993, Val MRR:0.3639, ice0003_2 +2023-05-18 05:05:27,645 - ice0003_2 - [INFO] - [E:40| 200]: Train Loss:0.0020003, Val MRR:0.3639, ice0003_2 +2023-05-18 05:06:59,379 - ice0003_2 - [INFO] - [E:40| 300]: Train Loss:0.0020003, Val MRR:0.3639, ice0003_2 +2023-05-18 05:08:41,294 - ice0003_2 - [INFO] - [E:40| 400]: Train Loss:0.0020003, Val MRR:0.3639, ice0003_2 +2023-05-18 05:10:23,302 - ice0003_2 - [INFO] - [E:40| 500]: Train Loss:0.0020007, Val MRR:0.3639, ice0003_2 +2023-05-18 05:12:05,930 - ice0003_2 - [INFO] - [E:40| 600]: Train Loss:0.0020006, Val MRR:0.3639, ice0003_2 +2023-05-18 05:13:48,937 - ice0003_2 - [INFO] - [E:40| 700]: Train Loss:0.0020005, Val MRR:0.3639, ice0003_2 +2023-05-18 05:15:21,480 - ice0003_2 - [INFO] - [E:40| 800]: Train Loss:0.002001, Val MRR:0.3639, ice0003_2 +2023-05-18 05:17:04,233 - ice0003_2 - [INFO] - [E:40| 900]: Train Loss:0.0020008, Val MRR:0.3639, ice0003_2 +2023-05-18 05:18:16,498 - ice0003_2 - [INFO] - [Epoch:40]: Training Loss:0.002001 + +2023-05-18 05:18:16,827 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 05:18:40,492 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 05:19:03,255 - ice0003_2 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.39264, Head : 0.34125, Avg : 0.36694 + +2023-05-18 05:19:04,545 - ice0003_2 - [INFO] - [Epoch 40]: Training Loss: 0.0020013, Valid MRR: 0.36694, + + + +2023-05-18 05:19:05,333 - ice0003_2 - [INFO] - [E:41| 0]: Train Loss:0.0020291, Val MRR:0.36694, ice0003_2 +2023-05-18 05:20:48,427 - ice0003_2 - [INFO] - [E:41| 100]: Train Loss:0.0019907, Val MRR:0.36694, ice0003_2 +2023-05-18 05:22:30,082 - ice0003_2 - [INFO] - [E:41| 200]: Train Loss:0.0019915, Val MRR:0.36694, ice0003_2 +2023-05-18 05:24:03,649 - ice0003_2 - [INFO] - [E:41| 300]: Train Loss:0.0019921, Val MRR:0.36694, ice0003_2 +2023-05-18 05:25:46,310 - ice0003_2 - [INFO] - [E:41| 400]: Train Loss:0.0019925, Val MRR:0.36694, ice0003_2 +2023-05-18 05:27:29,360 - ice0003_2 - [INFO] - [E:41| 500]: Train Loss:0.0019929, Val MRR:0.36694, ice0003_2 +2023-05-18 05:29:12,644 - ice0003_2 - [INFO] - [E:41| 600]: Train Loss:0.0019934, Val MRR:0.36694, ice0003_2 +2023-05-18 05:30:55,262 - ice0003_2 - [INFO] - [E:41| 700]: Train Loss:0.0019946, Val MRR:0.36694, ice0003_2 +2023-05-18 05:32:30,670 - ice0003_2 - [INFO] - [E:41| 800]: Train Loss:0.0019957, Val MRR:0.36694, ice0003_2 +2023-05-18 05:34:10,745 - ice0003_2 - [INFO] - [E:41| 900]: Train Loss:0.0019966, Val MRR:0.36694, ice0003_2 +2023-05-18 05:35:22,656 - ice0003_2 - [INFO] - [Epoch:41]: Training Loss:0.001997 + +2023-05-18 05:35:22,922 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 05:35:45,433 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 05:36:07,818 - ice0003_2 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.39494, Head : 0.3423, Avg : 0.36862 + +2023-05-18 05:36:09,232 - ice0003_2 - [INFO] - [Epoch 41]: Training Loss: 0.0019965, Valid MRR: 0.36862, + + + +2023-05-18 05:36:10,436 - ice0003_2 - [INFO] - [E:42| 0]: Train Loss:0.0019514, Val MRR:0.36862, ice0003_2 +2023-05-18 05:37:52,216 - ice0003_2 - [INFO] - [E:42| 100]: Train Loss:0.0019851, Val MRR:0.36862, ice0003_2 +2023-05-18 05:39:34,881 - ice0003_2 - [INFO] - [E:42| 200]: Train Loss:0.0019856, Val MRR:0.36862, ice0003_2 +2023-05-18 05:41:07,488 - ice0003_2 - [INFO] - [E:42| 300]: Train Loss:0.0019878, Val MRR:0.36862, ice0003_2 +2023-05-18 05:42:50,823 - ice0003_2 - [INFO] - [E:42| 400]: Train Loss:0.0019887, Val MRR:0.36862, ice0003_2 +2023-05-18 05:44:33,576 - ice0003_2 - [INFO] - [E:42| 500]: Train Loss:0.0019886, Val MRR:0.36862, ice0003_2 +2023-05-18 05:46:16,210 - ice0003_2 - [INFO] - [E:42| 600]: Train Loss:0.0019892, Val MRR:0.36862, ice0003_2 +2023-05-18 05:47:59,277 - ice0003_2 - [INFO] - [E:42| 700]: Train Loss:0.0019893, Val MRR:0.36862, ice0003_2 +2023-05-18 05:49:37,508 - ice0003_2 - [INFO] - [E:42| 800]: Train Loss:0.0019903, Val MRR:0.36862, ice0003_2 +2023-05-18 05:51:12,580 - ice0003_2 - [INFO] - [E:42| 900]: Train Loss:0.0019914, Val MRR:0.36862, ice0003_2 +2023-05-18 05:52:24,137 - ice0003_2 - [INFO] - [Epoch:42]: Training Loss:0.001992 + +2023-05-18 05:52:24,481 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 05:52:48,027 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 05:53:10,674 - ice0003_2 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.39397, Head : 0.34269, Avg : 0.36833 + +2023-05-18 05:53:10,674 - ice0003_2 - [INFO] - [Epoch 42]: Training Loss: 0.0019918, Valid MRR: 0.36862, + + + +2023-05-18 05:53:11,871 - ice0003_2 - [INFO] - [E:43| 0]: Train Loss:0.0020083, Val MRR:0.36862, ice0003_2 +2023-05-18 05:54:53,756 - ice0003_2 - [INFO] - [E:43| 100]: Train Loss:0.0019789, Val MRR:0.36862, ice0003_2 +2023-05-18 05:56:35,580 - ice0003_2 - [INFO] - [E:43| 200]: Train Loss:0.0019821, Val MRR:0.36862, ice0003_2 +2023-05-18 05:58:12,409 - ice0003_2 - [INFO] - [E:43| 300]: Train Loss:0.0019833, Val MRR:0.36862, ice0003_2 +2023-05-18 05:59:50,435 - ice0003_2 - [INFO] - [E:43| 400]: Train Loss:0.0019832, Val MRR:0.36862, ice0003_2 +2023-05-18 06:01:34,193 - ice0003_2 - [INFO] - [E:43| 500]: Train Loss:0.0019852, Val MRR:0.36862, ice0003_2 +2023-05-18 06:03:17,671 - ice0003_2 - [INFO] - [E:43| 600]: Train Loss:0.0019853, Val MRR:0.36862, ice0003_2 +2023-05-18 06:05:00,210 - ice0003_2 - [INFO] - [E:43| 700]: Train Loss:0.0019861, Val MRR:0.36862, ice0003_2 +2023-05-18 06:06:39,465 - ice0003_2 - [INFO] - [E:43| 800]: Train Loss:0.0019856, Val MRR:0.36862, ice0003_2 +2023-05-18 06:08:15,822 - ice0003_2 - [INFO] - [E:43| 900]: Train Loss:0.0019863, Val MRR:0.36862, ice0003_2 +2023-05-18 06:09:27,977 - ice0003_2 - [INFO] - [Epoch:43]: Training Loss:0.001986 + +2023-05-18 06:09:28,493 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 06:09:51,511 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 06:10:14,725 - ice0003_2 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.39704, Head : 0.34366, Avg : 0.37035 + +2023-05-18 06:10:16,014 - ice0003_2 - [INFO] - [Epoch 43]: Training Loss: 0.0019865, Valid MRR: 0.37035, + + + +2023-05-18 06:10:17,222 - ice0003_2 - [INFO] - [E:44| 0]: Train Loss:0.0019867, Val MRR:0.37035, ice0003_2 +2023-05-18 06:12:02,415 - ice0003_2 - [INFO] - [E:44| 100]: Train Loss:0.0019737, Val MRR:0.37035, ice0003_2 +2023-05-18 06:13:45,464 - ice0003_2 - [INFO] - [E:44| 200]: Train Loss:0.0019751, Val MRR:0.37035, ice0003_2 +2023-05-18 06:15:26,285 - ice0003_2 - [INFO] - [E:44| 300]: Train Loss:0.0019774, Val MRR:0.37035, ice0003_2 +2023-05-18 06:17:00,682 - ice0003_2 - [INFO] - [E:44| 400]: Train Loss:0.0019794, Val MRR:0.37035, ice0003_2 +2023-05-18 06:18:42,660 - ice0003_2 - [INFO] - [E:44| 500]: Train Loss:0.001979, Val MRR:0.37035, ice0003_2 +2023-05-18 06:20:23,952 - ice0003_2 - [INFO] - [E:44| 600]: Train Loss:0.0019798, Val MRR:0.37035, ice0003_2 +2023-05-18 06:22:06,097 - ice0003_2 - [INFO] - [E:44| 700]: Train Loss:0.0019808, Val MRR:0.37035, ice0003_2 +2023-05-18 06:23:49,565 - ice0003_2 - [INFO] - [E:44| 800]: Train Loss:0.0019809, Val MRR:0.37035, ice0003_2 +2023-05-18 06:25:21,680 - ice0003_2 - [INFO] - [E:44| 900]: Train Loss:0.0019813, Val MRR:0.37035, ice0003_2 +2023-05-18 06:26:33,998 - ice0003_2 - [INFO] - [Epoch:44]: Training Loss:0.001982 + +2023-05-18 06:26:34,512 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 06:26:57,599 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 06:27:20,712 - ice0003_2 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.39698, Head : 0.34646, Avg : 0.37172 + +2023-05-18 06:27:22,093 - ice0003_2 - [INFO] - [Epoch 44]: Training Loss: 0.0019821, Valid MRR: 0.37172, + + + +2023-05-18 06:27:23,381 - ice0003_2 - [INFO] - [E:45| 0]: Train Loss:0.0019747, Val MRR:0.37172, ice0003_2 +2023-05-18 06:29:06,416 - ice0003_2 - [INFO] - [E:45| 100]: Train Loss:0.0019736, Val MRR:0.37172, ice0003_2 +2023-05-18 06:30:49,445 - ice0003_2 - [INFO] - [E:45| 200]: Train Loss:0.0019755, Val MRR:0.37172, ice0003_2 +2023-05-18 06:32:32,663 - ice0003_2 - [INFO] - [E:45| 300]: Train Loss:0.0019727, Val MRR:0.37172, ice0003_2 +2023-05-18 06:34:03,856 - ice0003_2 - [INFO] - [E:45| 400]: Train Loss:0.0019738, Val MRR:0.37172, ice0003_2 +2023-05-18 06:35:45,902 - ice0003_2 - [INFO] - [E:45| 500]: Train Loss:0.0019742, Val MRR:0.37172, ice0003_2 +2023-05-18 06:37:27,882 - ice0003_2 - [INFO] - [E:45| 600]: Train Loss:0.0019741, Val MRR:0.37172, ice0003_2 +2023-05-18 06:39:10,289 - ice0003_2 - [INFO] - [E:45| 700]: Train Loss:0.0019757, Val MRR:0.37172, ice0003_2 +2023-05-18 06:40:53,011 - ice0003_2 - [INFO] - [E:45| 800]: Train Loss:0.001977, Val MRR:0.37172, ice0003_2 +2023-05-18 06:42:25,649 - ice0003_2 - [INFO] - [E:45| 900]: Train Loss:0.0019776, Val MRR:0.37172, ice0003_2 +2023-05-18 06:43:38,200 - ice0003_2 - [INFO] - [Epoch:45]: Training Loss:0.001978 + +2023-05-18 06:43:38,544 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 06:44:02,363 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 06:44:25,223 - ice0003_2 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.39732, Head : 0.34578, Avg : 0.37155 + +2023-05-18 06:44:25,224 - ice0003_2 - [INFO] - [Epoch 45]: Training Loss: 0.0019781, Valid MRR: 0.37172, + + + +2023-05-18 06:44:26,428 - ice0003_2 - [INFO] - [E:46| 0]: Train Loss:0.0019404, Val MRR:0.37172, ice0003_2 +2023-05-18 06:46:09,354 - ice0003_2 - [INFO] - [E:46| 100]: Train Loss:0.0019666, Val MRR:0.37172, ice0003_2 +2023-05-18 06:47:51,808 - ice0003_2 - [INFO] - [E:46| 200]: Train Loss:0.001969, Val MRR:0.37172, ice0003_2 +2023-05-18 06:49:33,467 - ice0003_2 - [INFO] - [E:46| 300]: Train Loss:0.0019688, Val MRR:0.37172, ice0003_2 +2023-05-18 06:51:06,545 - ice0003_2 - [INFO] - [E:46| 400]: Train Loss:0.0019702, Val MRR:0.37172, ice0003_2 +2023-05-18 06:52:49,828 - ice0003_2 - [INFO] - [E:46| 500]: Train Loss:0.0019705, Val MRR:0.37172, ice0003_2 +2023-05-18 06:54:32,995 - ice0003_2 - [INFO] - [E:46| 600]: Train Loss:0.0019713, Val MRR:0.37172, ice0003_2 +2023-05-18 06:56:16,429 - ice0003_2 - [INFO] - [E:46| 700]: Train Loss:0.0019717, Val MRR:0.37172, ice0003_2 +2023-05-18 06:58:00,306 - ice0003_2 - [INFO] - [E:46| 800]: Train Loss:0.0019723, Val MRR:0.37172, ice0003_2 +2023-05-18 06:59:34,835 - ice0003_2 - [INFO] - [E:46| 900]: Train Loss:0.0019732, Val MRR:0.37172, ice0003_2 +2023-05-18 07:00:46,719 - ice0003_2 - [INFO] - [Epoch:46]: Training Loss:0.001973 + +2023-05-18 07:00:47,114 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 07:01:10,559 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 07:01:33,446 - ice0003_2 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.39729, Head : 0.34674, Avg : 0.37202 + +2023-05-18 07:01:34,792 - ice0003_2 - [INFO] - [Epoch 46]: Training Loss: 0.0019735, Valid MRR: 0.37202, + + + +2023-05-18 07:01:36,001 - ice0003_2 - [INFO] - [E:47| 0]: Train Loss:0.0019363, Val MRR:0.37202, ice0003_2 +2023-05-18 07:03:17,460 - ice0003_2 - [INFO] - [E:47| 100]: Train Loss:0.0019591, Val MRR:0.37202, ice0003_2 +2023-05-18 07:04:59,944 - ice0003_2 - [INFO] - [E:47| 200]: Train Loss:0.0019611, Val MRR:0.37202, ice0003_2 +2023-05-18 07:06:43,048 - ice0003_2 - [INFO] - [E:47| 300]: Train Loss:0.0019621, Val MRR:0.37202, ice0003_2 +2023-05-18 07:08:15,849 - ice0003_2 - [INFO] - [E:47| 400]: Train Loss:0.0019636, Val MRR:0.37202, ice0003_2 +2023-05-18 07:09:59,037 - ice0003_2 - [INFO] - [E:47| 500]: Train Loss:0.0019645, Val MRR:0.37202, ice0003_2 +2023-05-18 07:11:42,329 - ice0003_2 - [INFO] - [E:47| 600]: Train Loss:0.0019656, Val MRR:0.37202, ice0003_2 +2023-05-18 07:13:25,703 - ice0003_2 - [INFO] - [E:47| 700]: Train Loss:0.0019672, Val MRR:0.37202, ice0003_2 +2023-05-18 07:15:08,618 - ice0003_2 - [INFO] - [E:47| 800]: Train Loss:0.0019687, Val MRR:0.37202, ice0003_2 +2023-05-18 07:16:39,960 - ice0003_2 - [INFO] - [E:47| 900]: Train Loss:0.001969, Val MRR:0.37202, ice0003_2 +2023-05-18 07:17:50,541 - ice0003_2 - [INFO] - [Epoch:47]: Training Loss:0.001969 + +2023-05-18 07:17:50,955 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 07:18:13,756 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 07:18:36,428 - ice0003_2 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.39887, Head : 0.34773, Avg : 0.3733 + +2023-05-18 07:18:37,786 - ice0003_2 - [INFO] - [Epoch 47]: Training Loss: 0.0019691, Valid MRR: 0.3733, + + + +2023-05-18 07:18:38,642 - ice0003_2 - [INFO] - [E:48| 0]: Train Loss:0.0019957, Val MRR:0.3733, ice0003_2 +2023-05-18 07:20:20,784 - ice0003_2 - [INFO] - [E:48| 100]: Train Loss:0.0019658, Val MRR:0.3733, ice0003_2 +2023-05-18 07:22:02,972 - ice0003_2 - [INFO] - [E:48| 200]: Train Loss:0.0019631, Val MRR:0.3733, ice0003_2 +2023-05-18 07:23:45,176 - ice0003_2 - [INFO] - [E:48| 300]: Train Loss:0.0019648, Val MRR:0.3733, ice0003_2 +2023-05-18 07:25:17,685 - ice0003_2 - [INFO] - [E:48| 400]: Train Loss:0.0019644, Val MRR:0.3733, ice0003_2 +2023-05-18 07:27:00,701 - ice0003_2 - [INFO] - [E:48| 500]: Train Loss:0.0019644, Val MRR:0.3733, ice0003_2 +2023-05-18 07:28:43,245 - ice0003_2 - [INFO] - [E:48| 600]: Train Loss:0.0019658, Val MRR:0.3733, ice0003_2 +2023-05-18 07:30:25,930 - ice0003_2 - [INFO] - [E:48| 700]: Train Loss:0.0019643, Val MRR:0.3733, ice0003_2 +2023-05-18 07:32:07,910 - ice0003_2 - [INFO] - [E:48| 800]: Train Loss:0.0019653, Val MRR:0.3733, ice0003_2 +2023-05-18 07:33:39,642 - ice0003_2 - [INFO] - [E:48| 900]: Train Loss:0.0019656, Val MRR:0.3733, ice0003_2 +2023-05-18 07:34:51,622 - ice0003_2 - [INFO] - [Epoch:48]: Training Loss:0.001965 + +2023-05-18 07:34:51,907 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 07:35:15,250 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 07:35:38,213 - ice0003_2 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.39968, Head : 0.34986, Avg : 0.37477 + +2023-05-18 07:35:39,469 - ice0003_2 - [INFO] - [Epoch 48]: Training Loss: 0.0019654, Valid MRR: 0.37477, + + + +2023-05-18 07:35:40,678 - ice0003_2 - [INFO] - [E:49| 0]: Train Loss:0.0019789, Val MRR:0.37477, ice0003_2 +2023-05-18 07:37:22,649 - ice0003_2 - [INFO] - [E:49| 100]: Train Loss:0.0019509, Val MRR:0.37477, ice0003_2 +2023-05-18 07:39:06,111 - ice0003_2 - [INFO] - [E:49| 200]: Train Loss:0.0019532, Val MRR:0.37477, ice0003_2 +2023-05-18 07:40:49,612 - ice0003_2 - [INFO] - [E:49| 300]: Train Loss:0.001955, Val MRR:0.37477, ice0003_2 +2023-05-18 07:42:22,033 - ice0003_2 - [INFO] - [E:49| 400]: Train Loss:0.0019561, Val MRR:0.37477, ice0003_2 +2023-05-18 07:44:04,900 - ice0003_2 - [INFO] - [E:49| 500]: Train Loss:0.0019566, Val MRR:0.37477, ice0003_2 +2023-05-18 07:45:48,980 - ice0003_2 - [INFO] - [E:49| 600]: Train Loss:0.0019588, Val MRR:0.37477, ice0003_2 +2023-05-18 07:47:33,316 - ice0003_2 - [INFO] - [E:49| 700]: Train Loss:0.0019592, Val MRR:0.37477, ice0003_2 +2023-05-18 07:49:16,130 - ice0003_2 - [INFO] - [E:49| 800]: Train Loss:0.0019597, Val MRR:0.37477, ice0003_2 +2023-05-18 07:50:47,901 - ice0003_2 - [INFO] - [E:49| 900]: Train Loss:0.0019604, Val MRR:0.37477, ice0003_2 +2023-05-18 07:51:59,786 - ice0003_2 - [INFO] - [Epoch:49]: Training Loss:0.001961 + +2023-05-18 07:52:00,048 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 07:52:23,403 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 07:52:46,502 - ice0003_2 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.39874, Head : 0.35022, Avg : 0.37448 + MR: Tail : 241.75, Head : 270.41, Avg : 256.08 + Hit-1: Tail : 0.29676, Head : 0.25064, Avg : 0.2737 + Hit-3: Tail : 0.44775, Head : 0.39325, Avg : 0.4205 + Hit-10: Tail : 0.59558, Head : 0.54473, Avg : 0.57015 +2023-05-18 07:52:46,502 - ice0003_2 - [INFO] - [Epoch 49]: Training Loss: 0.001961, Valid MRR: 0.37477, + + + +2023-05-18 07:52:47,517 - ice0003_2 - [INFO] - [E:50| 0]: Train Loss:0.0018784, Val MRR:0.37477, ice0003_2 +2023-05-18 07:54:30,504 - ice0003_2 - [INFO] - [E:50| 100]: Train Loss:0.0019516, Val MRR:0.37477, ice0003_2 +2023-05-18 07:56:13,537 - ice0003_2 - [INFO] - [E:50| 200]: Train Loss:0.0019497, Val MRR:0.37477, ice0003_2 +2023-05-18 07:57:55,973 - ice0003_2 - [INFO] - [E:50| 300]: Train Loss:0.0019512, Val MRR:0.37477, ice0003_2 +2023-05-18 07:59:28,364 - ice0003_2 - [INFO] - [E:50| 400]: Train Loss:0.0019529, Val MRR:0.37477, ice0003_2 +2023-05-18 08:01:09,058 - ice0003_2 - [INFO] - [E:50| 500]: Train Loss:0.0019535, Val MRR:0.37477, ice0003_2 +2023-05-18 08:02:50,874 - ice0003_2 - [INFO] - [E:50| 600]: Train Loss:0.0019539, Val MRR:0.37477, ice0003_2 +2023-05-18 08:04:32,481 - ice0003_2 - [INFO] - [E:50| 700]: Train Loss:0.0019553, Val MRR:0.37477, ice0003_2 +2023-05-18 08:06:14,629 - ice0003_2 - [INFO] - [E:50| 800]: Train Loss:0.0019555, Val MRR:0.37477, ice0003_2 +2023-05-18 08:07:46,892 - ice0003_2 - [INFO] - [E:50| 900]: Train Loss:0.001956, Val MRR:0.37477, ice0003_2 +2023-05-18 08:08:59,195 - ice0003_2 - [INFO] - [Epoch:50]: Training Loss:0.001957 + +2023-05-18 08:08:59,564 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 08:09:22,641 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 08:09:45,761 - ice0003_2 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.39969, Head : 0.3494, Avg : 0.37455 + +2023-05-18 08:09:45,761 - ice0003_2 - [INFO] - [Epoch 50]: Training Loss: 0.0019571, Valid MRR: 0.37477, + + + +2023-05-18 08:09:46,797 - ice0003_2 - [INFO] - [E:51| 0]: Train Loss:0.0019914, Val MRR:0.37477, ice0003_2 +2023-05-18 08:11:29,440 - ice0003_2 - [INFO] - [E:51| 100]: Train Loss:0.0019528, Val MRR:0.37477, ice0003_2 +2023-05-18 08:13:12,027 - ice0003_2 - [INFO] - [E:51| 200]: Train Loss:0.0019496, Val MRR:0.37477, ice0003_2 +2023-05-18 08:14:54,116 - ice0003_2 - [INFO] - [E:51| 300]: Train Loss:0.0019491, Val MRR:0.37477, ice0003_2 +2023-05-18 08:16:26,430 - ice0003_2 - [INFO] - [E:51| 400]: Train Loss:0.0019509, Val MRR:0.37477, ice0003_2 +2023-05-18 08:18:09,881 - ice0003_2 - [INFO] - [E:51| 500]: Train Loss:0.0019517, Val MRR:0.37477, ice0003_2 +2023-05-18 08:19:53,375 - ice0003_2 - [INFO] - [E:51| 600]: Train Loss:0.0019523, Val MRR:0.37477, ice0003_2 +2023-05-18 08:21:36,930 - ice0003_2 - [INFO] - [E:51| 700]: Train Loss:0.0019521, Val MRR:0.37477, ice0003_2 +2023-05-18 08:23:20,278 - ice0003_2 - [INFO] - [E:51| 800]: Train Loss:0.0019525, Val MRR:0.37477, ice0003_2 +2023-05-18 08:24:53,056 - ice0003_2 - [INFO] - [E:51| 900]: Train Loss:0.0019528, Val MRR:0.37477, ice0003_2 +2023-05-18 08:26:05,177 - ice0003_2 - [INFO] - [Epoch:51]: Training Loss:0.001953 + +2023-05-18 08:26:05,506 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 08:26:29,134 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 08:26:52,025 - ice0003_2 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.39925, Head : 0.35156, Avg : 0.3754 + +2023-05-18 08:26:53,596 - ice0003_2 - [INFO] - [Epoch 51]: Training Loss: 0.0019534, Valid MRR: 0.3754, + + + +2023-05-18 08:26:55,028 - ice0003_2 - [INFO] - [E:52| 0]: Train Loss:0.0019316, Val MRR:0.3754, ice0003_2 +2023-05-18 08:28:37,134 - ice0003_2 - [INFO] - [E:52| 100]: Train Loss:0.0019421, Val MRR:0.3754, ice0003_2 +2023-05-18 08:30:19,006 - ice0003_2 - [INFO] - [E:52| 200]: Train Loss:0.0019424, Val MRR:0.3754, ice0003_2 +2023-05-18 08:32:01,186 - ice0003_2 - [INFO] - [E:52| 300]: Train Loss:0.0019431, Val MRR:0.3754, ice0003_2 +2023-05-18 08:33:35,857 - ice0003_2 - [INFO] - [E:52| 400]: Train Loss:0.0019438, Val MRR:0.3754, ice0003_2 +2023-05-18 08:35:18,205 - ice0003_2 - [INFO] - [E:52| 500]: Train Loss:0.001945, Val MRR:0.3754, ice0003_2 +2023-05-18 08:37:00,728 - ice0003_2 - [INFO] - [E:52| 600]: Train Loss:0.0019461, Val MRR:0.3754, ice0003_2 +2023-05-18 08:38:43,924 - ice0003_2 - [INFO] - [E:52| 700]: Train Loss:0.0019479, Val MRR:0.3754, ice0003_2 +2023-05-18 08:40:27,038 - ice0003_2 - [INFO] - [E:52| 800]: Train Loss:0.0019498, Val MRR:0.3754, ice0003_2 +2023-05-18 08:41:59,748 - ice0003_2 - [INFO] - [E:52| 900]: Train Loss:0.0019498, Val MRR:0.3754, ice0003_2 +2023-05-18 08:43:11,860 - ice0003_2 - [INFO] - [Epoch:52]: Training Loss:0.00195 + +2023-05-18 08:43:12,205 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 08:43:35,377 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 08:43:58,279 - ice0003_2 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.40217, Head : 0.35322, Avg : 0.37769 + +2023-05-18 08:43:59,747 - ice0003_2 - [INFO] - [Epoch 52]: Training Loss: 0.0019498, Valid MRR: 0.37769, + + + +2023-05-18 08:44:00,636 - ice0003_2 - [INFO] - [E:53| 0]: Train Loss:0.0019069, Val MRR:0.37769, ice0003_2 +2023-05-18 08:45:43,015 - ice0003_2 - [INFO] - [E:53| 100]: Train Loss:0.0019379, Val MRR:0.37769, ice0003_2 +2023-05-18 08:47:25,783 - ice0003_2 - [INFO] - [E:53| 200]: Train Loss:0.0019423, Val MRR:0.37769, ice0003_2 +2023-05-18 08:49:08,807 - ice0003_2 - [INFO] - [E:53| 300]: Train Loss:0.0019429, Val MRR:0.37769, ice0003_2 +2023-05-18 08:50:41,510 - ice0003_2 - [INFO] - [E:53| 400]: Train Loss:0.0019433, Val MRR:0.37769, ice0003_2 +2023-05-18 08:52:24,127 - ice0003_2 - [INFO] - [E:53| 500]: Train Loss:0.0019445, Val MRR:0.37769, ice0003_2 +2023-05-18 08:54:07,116 - ice0003_2 - [INFO] - [E:53| 600]: Train Loss:0.0019453, Val MRR:0.37769, ice0003_2 +2023-05-18 08:55:49,636 - ice0003_2 - [INFO] - [E:53| 700]: Train Loss:0.001946, Val MRR:0.37769, ice0003_2 +2023-05-18 08:57:31,610 - ice0003_2 - [INFO] - [E:53| 800]: Train Loss:0.0019458, Val MRR:0.37769, ice0003_2 +2023-05-18 08:59:03,195 - ice0003_2 - [INFO] - [E:53| 900]: Train Loss:0.0019465, Val MRR:0.37769, ice0003_2 +2023-05-18 09:00:14,439 - ice0003_2 - [INFO] - [Epoch:53]: Training Loss:0.001946 + +2023-05-18 09:00:14,813 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 09:00:38,427 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 09:01:00,923 - ice0003_2 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.40016, Head : 0.35197, Avg : 0.37607 + +2023-05-18 09:01:00,923 - ice0003_2 - [INFO] - [Epoch 53]: Training Loss: 0.0019463, Valid MRR: 0.37769, + + + +2023-05-18 09:01:02,060 - ice0003_2 - [INFO] - [E:54| 0]: Train Loss:0.0019362, Val MRR:0.37769, ice0003_2 +2023-05-18 09:02:44,024 - ice0003_2 - [INFO] - [E:54| 100]: Train Loss:0.0019407, Val MRR:0.37769, ice0003_2 +2023-05-18 09:04:25,595 - ice0003_2 - [INFO] - [E:54| 200]: Train Loss:0.0019403, Val MRR:0.37769, ice0003_2 +2023-05-18 09:06:07,372 - ice0003_2 - [INFO] - [E:54| 300]: Train Loss:0.0019402, Val MRR:0.37769, ice0003_2 +2023-05-18 09:07:39,302 - ice0003_2 - [INFO] - [E:54| 400]: Train Loss:0.0019397, Val MRR:0.37769, ice0003_2 +2023-05-18 09:09:21,554 - ice0003_2 - [INFO] - [E:54| 500]: Train Loss:0.0019404, Val MRR:0.37769, ice0003_2 +2023-05-18 09:11:03,519 - ice0003_2 - [INFO] - [E:54| 600]: Train Loss:0.0019415, Val MRR:0.37769, ice0003_2 +2023-05-18 09:12:45,256 - ice0003_2 - [INFO] - [E:54| 700]: Train Loss:0.001942, Val MRR:0.37769, ice0003_2 +2023-05-18 09:14:27,491 - ice0003_2 - [INFO] - [E:54| 800]: Train Loss:0.0019425, Val MRR:0.37769, ice0003_2 +2023-05-18 09:16:02,088 - ice0003_2 - [INFO] - [E:54| 900]: Train Loss:0.0019426, Val MRR:0.37769, ice0003_2 +2023-05-18 09:17:12,155 - ice0003_2 - [INFO] - [Epoch:54]: Training Loss:0.001943 + +2023-05-18 09:17:12,496 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 09:17:36,089 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 09:17:58,853 - ice0003_2 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.40429, Head : 0.35322, Avg : 0.37876 + +2023-05-18 09:18:00,221 - ice0003_2 - [INFO] - [Epoch 54]: Training Loss: 0.0019432, Valid MRR: 0.37876, + + + +2023-05-18 09:18:01,165 - ice0003_2 - [INFO] - [E:55| 0]: Train Loss:0.0019209, Val MRR:0.37876, ice0003_2 +2023-05-18 09:19:43,410 - ice0003_2 - [INFO] - [E:55| 100]: Train Loss:0.0019317, Val MRR:0.37876, ice0003_2 +2023-05-18 09:21:29,403 - ice0003_2 - [INFO] - [E:55| 200]: Train Loss:0.0019322, Val MRR:0.37876, ice0003_2 +2023-05-18 09:23:12,718 - ice0003_2 - [INFO] - [E:55| 300]: Train Loss:0.0019356, Val MRR:0.37876, ice0003_2 +2023-05-18 09:24:48,580 - ice0003_2 - [INFO] - [E:55| 400]: Train Loss:0.0019356, Val MRR:0.37876, ice0003_2 +2023-05-18 09:26:28,156 - ice0003_2 - [INFO] - [E:55| 500]: Train Loss:0.001936, Val MRR:0.37876, ice0003_2 +2023-05-18 09:28:10,325 - ice0003_2 - [INFO] - [E:55| 600]: Train Loss:0.0019354, Val MRR:0.37876, ice0003_2 +2023-05-18 09:29:54,057 - ice0003_2 - [INFO] - [E:55| 700]: Train Loss:0.001936, Val MRR:0.37876, ice0003_2 +2023-05-18 09:31:37,624 - ice0003_2 - [INFO] - [E:55| 800]: Train Loss:0.0019369, Val MRR:0.37876, ice0003_2 +2023-05-18 09:33:15,005 - ice0003_2 - [INFO] - [E:55| 900]: Train Loss:0.001938, Val MRR:0.37876, ice0003_2 +2023-05-18 09:34:21,899 - ice0003_2 - [INFO] - [Epoch:55]: Training Loss:0.001939 + +2023-05-18 09:34:22,161 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 09:34:45,307 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 09:35:08,387 - ice0003_2 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.40359, Head : 0.35482, Avg : 0.37921 + +2023-05-18 09:35:09,933 - ice0003_2 - [INFO] - [Epoch 55]: Training Loss: 0.0019392, Valid MRR: 0.37921, + + + +2023-05-18 09:35:11,128 - ice0003_2 - [INFO] - [E:56| 0]: Train Loss:0.0019617, Val MRR:0.37921, ice0003_2 +2023-05-18 09:36:53,300 - ice0003_2 - [INFO] - [E:56| 100]: Train Loss:0.0019305, Val MRR:0.37921, ice0003_2 +2023-05-18 09:38:36,374 - ice0003_2 - [INFO] - [E:56| 200]: Train Loss:0.0019323, Val MRR:0.37921, ice0003_2 +2023-05-18 09:40:19,001 - ice0003_2 - [INFO] - [E:56| 300]: Train Loss:0.0019319, Val MRR:0.37921, ice0003_2 +2023-05-18 09:41:53,410 - ice0003_2 - [INFO] - [E:56| 400]: Train Loss:0.0019321, Val MRR:0.37921, ice0003_2 +2023-05-18 09:43:33,944 - ice0003_2 - [INFO] - [E:56| 500]: Train Loss:0.0019327, Val MRR:0.37921, ice0003_2 +2023-05-18 09:45:17,529 - ice0003_2 - [INFO] - [E:56| 600]: Train Loss:0.0019332, Val MRR:0.37921, ice0003_2 +2023-05-18 09:47:01,169 - ice0003_2 - [INFO] - [E:56| 700]: Train Loss:0.0019343, Val MRR:0.37921, ice0003_2 +2023-05-18 09:48:44,536 - ice0003_2 - [INFO] - [E:56| 800]: Train Loss:0.0019349, Val MRR:0.37921, ice0003_2 +2023-05-18 09:50:25,203 - ice0003_2 - [INFO] - [E:56| 900]: Train Loss:0.0019357, Val MRR:0.37921, ice0003_2 +2023-05-18 09:51:29,718 - ice0003_2 - [INFO] - [Epoch:56]: Training Loss:0.001936 + +2023-05-18 09:51:29,982 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 09:51:53,273 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 09:52:15,994 - ice0003_2 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.40381, Head : 0.35525, Avg : 0.37953 + +2023-05-18 09:52:17,291 - ice0003_2 - [INFO] - [Epoch 56]: Training Loss: 0.001936, Valid MRR: 0.37953, + + + +2023-05-18 09:52:18,396 - ice0003_2 - [INFO] - [E:57| 0]: Train Loss:0.0019338, Val MRR:0.37953, ice0003_2 +2023-05-18 09:54:01,017 - ice0003_2 - [INFO] - [E:57| 100]: Train Loss:0.0019268, Val MRR:0.37953, ice0003_2 +2023-05-18 09:55:43,109 - ice0003_2 - [INFO] - [E:57| 200]: Train Loss:0.0019275, Val MRR:0.37953, ice0003_2 +2023-05-18 09:57:25,400 - ice0003_2 - [INFO] - [E:57| 300]: Train Loss:0.0019267, Val MRR:0.37953, ice0003_2 +2023-05-18 09:59:00,181 - ice0003_2 - [INFO] - [E:57| 400]: Train Loss:0.0019289, Val MRR:0.37953, ice0003_2 +2023-05-18 10:00:40,946 - ice0003_2 - [INFO] - [E:57| 500]: Train Loss:0.0019296, Val MRR:0.37953, ice0003_2 +2023-05-18 10:02:23,784 - ice0003_2 - [INFO] - [E:57| 600]: Train Loss:0.0019299, Val MRR:0.37953, ice0003_2 +2023-05-18 10:04:05,874 - ice0003_2 - [INFO] - [E:57| 700]: Train Loss:0.0019306, Val MRR:0.37953, ice0003_2 +2023-05-18 10:05:48,260 - ice0003_2 - [INFO] - [E:57| 800]: Train Loss:0.001932, Val MRR:0.37953, ice0003_2 +2023-05-18 10:07:30,086 - ice0003_2 - [INFO] - [E:57| 900]: Train Loss:0.0019326, Val MRR:0.37953, ice0003_2 +2023-05-18 10:08:33,753 - ice0003_2 - [INFO] - [Epoch:57]: Training Loss:0.001933 + +2023-05-18 10:08:34,267 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 10:08:58,834 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 10:09:20,944 - ice0003_2 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.40407, Head : 0.35594, Avg : 0.38 + +2023-05-18 10:09:23,635 - ice0003_2 - [INFO] - [Epoch 57]: Training Loss: 0.0019332, Valid MRR: 0.38, + + + +2023-05-18 10:09:24,786 - ice0003_2 - [INFO] - [E:58| 0]: Train Loss:0.0018685, Val MRR:0.38, ice0003_2 +2023-05-18 10:11:05,168 - ice0003_2 - [INFO] - [E:58| 100]: Train Loss:0.0019226, Val MRR:0.38, ice0003_2 +2023-05-18 10:12:47,275 - ice0003_2 - [INFO] - [E:58| 200]: Train Loss:0.0019247, Val MRR:0.38, ice0003_2 +2023-05-18 10:14:29,557 - ice0003_2 - [INFO] - [E:58| 300]: Train Loss:0.0019243, Val MRR:0.38, ice0003_2 +2023-05-18 10:16:08,334 - ice0003_2 - [INFO] - [E:58| 400]: Train Loss:0.0019254, Val MRR:0.38, ice0003_2 +2023-05-18 10:17:44,610 - ice0003_2 - [INFO] - [E:58| 500]: Train Loss:0.0019268, Val MRR:0.38, ice0003_2 +2023-05-18 10:19:28,085 - ice0003_2 - [INFO] - [E:58| 600]: Train Loss:0.0019277, Val MRR:0.38, ice0003_2 +2023-05-18 10:21:11,689 - ice0003_2 - [INFO] - [E:58| 700]: Train Loss:0.0019281, Val MRR:0.38, ice0003_2 +2023-05-18 10:22:54,576 - ice0003_2 - [INFO] - [E:58| 800]: Train Loss:0.0019287, Val MRR:0.38, ice0003_2 +2023-05-18 10:24:36,020 - ice0003_2 - [INFO] - [E:58| 900]: Train Loss:0.0019295, Val MRR:0.38, ice0003_2 +2023-05-18 10:25:37,099 - ice0003_2 - [INFO] - [Epoch:58]: Training Loss:0.00193 + +2023-05-18 10:25:37,475 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 10:26:00,162 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 10:26:22,852 - ice0003_2 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.40505, Head : 0.35942, Avg : 0.38224 + +2023-05-18 10:26:24,560 - ice0003_2 - [INFO] - [Epoch 58]: Training Loss: 0.0019298, Valid MRR: 0.38224, + + + +2023-05-18 10:26:25,891 - ice0003_2 - [INFO] - [E:59| 0]: Train Loss:0.0019879, Val MRR:0.38224, ice0003_2 +2023-05-18 10:28:09,644 - ice0003_2 - [INFO] - [E:59| 100]: Train Loss:0.0019198, Val MRR:0.38224, ice0003_2 +2023-05-18 10:29:53,088 - ice0003_2 - [INFO] - [E:59| 200]: Train Loss:0.0019223, Val MRR:0.38224, ice0003_2 +2023-05-18 10:31:36,908 - ice0003_2 - [INFO] - [E:59| 300]: Train Loss:0.0019222, Val MRR:0.38224, ice0003_2 +2023-05-18 10:33:18,946 - ice0003_2 - [INFO] - [E:59| 400]: Train Loss:0.0019216, Val MRR:0.38224, ice0003_2 +2023-05-18 10:34:50,679 - ice0003_2 - [INFO] - [E:59| 500]: Train Loss:0.0019226, Val MRR:0.38224, ice0003_2 +2023-05-18 10:36:32,820 - ice0003_2 - [INFO] - [E:59| 600]: Train Loss:0.0019239, Val MRR:0.38224, ice0003_2 +2023-05-18 10:38:14,518 - ice0003_2 - [INFO] - [E:59| 700]: Train Loss:0.0019245, Val MRR:0.38224, ice0003_2 +2023-05-18 10:39:55,927 - ice0003_2 - [INFO] - [E:59| 800]: Train Loss:0.0019255, Val MRR:0.38224, ice0003_2 +2023-05-18 10:41:38,865 - ice0003_2 - [INFO] - [E:59| 900]: Train Loss:0.0019266, Val MRR:0.38224, ice0003_2 +2023-05-18 10:42:41,013 - ice0003_2 - [INFO] - [Epoch:59]: Training Loss:0.001927 + +2023-05-18 10:42:41,277 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 10:43:04,409 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 10:43:27,384 - ice0003_2 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.40468, Head : 0.35826, Avg : 0.38147 + MR: Tail : 256.85, Head : 281.57, Avg : 269.21 + Hit-1: Tail : 0.29967, Head : 0.25828, Avg : 0.27898 + Hit-3: Tail : 0.45964, Head : 0.40333, Avg : 0.43148 + Hit-10: Tail : 0.60456, Head : 0.55456, Avg : 0.57956 +2023-05-18 10:43:27,385 - ice0003_2 - [INFO] - [Epoch 59]: Training Loss: 0.0019266, Valid MRR: 0.38224, + + + +2023-05-18 10:43:28,570 - ice0003_2 - [INFO] - [E:60| 0]: Train Loss:0.0019762, Val MRR:0.38224, ice0003_2 +2023-05-18 10:45:11,581 - ice0003_2 - [INFO] - [E:60| 100]: Train Loss:0.0019156, Val MRR:0.38224, ice0003_2 +2023-05-18 10:46:54,754 - ice0003_2 - [INFO] - [E:60| 200]: Train Loss:0.0019152, Val MRR:0.38224, ice0003_2 +2023-05-18 10:48:37,660 - ice0003_2 - [INFO] - [E:60| 300]: Train Loss:0.0019173, Val MRR:0.38224, ice0003_2 +2023-05-18 10:50:20,918 - ice0003_2 - [INFO] - [E:60| 400]: Train Loss:0.001918, Val MRR:0.38224, ice0003_2 +2023-05-18 10:51:53,386 - ice0003_2 - [INFO] - [E:60| 500]: Train Loss:0.0019193, Val MRR:0.38224, ice0003_2 +2023-05-18 10:53:35,064 - ice0003_2 - [INFO] - [E:60| 600]: Train Loss:0.0019199, Val MRR:0.38224, ice0003_2 +2023-05-18 10:55:17,131 - ice0003_2 - [INFO] - [E:60| 700]: Train Loss:0.0019212, Val MRR:0.38224, ice0003_2 +2023-05-18 10:57:02,458 - ice0003_2 - [INFO] - [E:60| 800]: Train Loss:0.0019218, Val MRR:0.38224, ice0003_2 +2023-05-18 10:58:44,534 - ice0003_2 - [INFO] - [E:60| 900]: Train Loss:0.0019228, Val MRR:0.38224, ice0003_2 +2023-05-18 10:59:46,445 - ice0003_2 - [INFO] - [Epoch:60]: Training Loss:0.001923 + +2023-05-18 10:59:46,709 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 11:00:10,392 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 11:00:33,262 - ice0003_2 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.40782, Head : 0.35859, Avg : 0.38321 + +2023-05-18 11:00:35,400 - ice0003_2 - [INFO] - [Epoch 60]: Training Loss: 0.0019235, Valid MRR: 0.38321, + + + +2023-05-18 11:00:36,197 - ice0003_2 - [INFO] - [E:61| 0]: Train Loss:0.0019388, Val MRR:0.38321, ice0003_2 +2023-05-18 11:02:19,893 - ice0003_2 - [INFO] - [E:61| 100]: Train Loss:0.0019165, Val MRR:0.38321, ice0003_2 +2023-05-18 11:04:04,087 - ice0003_2 - [INFO] - [E:61| 200]: Train Loss:0.0019148, Val MRR:0.38321, ice0003_2 +2023-05-18 11:05:47,399 - ice0003_2 - [INFO] - [E:61| 300]: Train Loss:0.0019173, Val MRR:0.38321, ice0003_2 +2023-05-18 11:07:30,012 - ice0003_2 - [INFO] - [E:61| 400]: Train Loss:0.0019175, Val MRR:0.38321, ice0003_2 +2023-05-18 11:09:02,311 - ice0003_2 - [INFO] - [E:61| 500]: Train Loss:0.0019172, Val MRR:0.38321, ice0003_2 +2023-05-18 11:10:45,355 - ice0003_2 - [INFO] - [E:61| 600]: Train Loss:0.0019185, Val MRR:0.38321, ice0003_2 +2023-05-18 11:12:28,132 - ice0003_2 - [INFO] - [E:61| 700]: Train Loss:0.0019184, Val MRR:0.38321, ice0003_2 +2023-05-18 11:14:10,786 - ice0003_2 - [INFO] - [E:61| 800]: Train Loss:0.0019192, Val MRR:0.38321, ice0003_2 +2023-05-18 11:15:53,757 - ice0003_2 - [INFO] - [E:61| 900]: Train Loss:0.0019196, Val MRR:0.38321, ice0003_2 +2023-05-18 11:16:55,824 - ice0003_2 - [INFO] - [Epoch:61]: Training Loss:0.001921 + +2023-05-18 11:16:56,112 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 11:17:19,048 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 11:17:42,006 - ice0003_2 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.40689, Head : 0.35862, Avg : 0.38276 + +2023-05-18 11:17:42,006 - ice0003_2 - [INFO] - [Epoch 61]: Training Loss: 0.0019205, Valid MRR: 0.38321, + + + +2023-05-18 11:17:42,994 - ice0003_2 - [INFO] - [E:62| 0]: Train Loss:0.0018686, Val MRR:0.38321, ice0003_2 +2023-05-18 11:19:25,286 - ice0003_2 - [INFO] - [E:62| 100]: Train Loss:0.0019125, Val MRR:0.38321, ice0003_2 +2023-05-18 11:21:07,597 - ice0003_2 - [INFO] - [E:62| 200]: Train Loss:0.0019122, Val MRR:0.38321, ice0003_2 +2023-05-18 11:22:49,631 - ice0003_2 - [INFO] - [E:62| 300]: Train Loss:0.0019124, Val MRR:0.38321, ice0003_2 +2023-05-18 11:24:32,786 - ice0003_2 - [INFO] - [E:62| 400]: Train Loss:0.0019137, Val MRR:0.38321, ice0003_2 +2023-05-18 11:26:05,703 - ice0003_2 - [INFO] - [E:62| 500]: Train Loss:0.001914, Val MRR:0.38321, ice0003_2 +2023-05-18 11:27:49,825 - ice0003_2 - [INFO] - [E:62| 600]: Train Loss:0.0019147, Val MRR:0.38321, ice0003_2 +2023-05-18 11:29:33,064 - ice0003_2 - [INFO] - [E:62| 700]: Train Loss:0.0019158, Val MRR:0.38321, ice0003_2 +2023-05-18 11:31:16,486 - ice0003_2 - [INFO] - [E:62| 800]: Train Loss:0.0019165, Val MRR:0.38321, ice0003_2 +2023-05-18 11:32:59,966 - ice0003_2 - [INFO] - [E:62| 900]: Train Loss:0.0019169, Val MRR:0.38321, ice0003_2 +2023-05-18 11:34:01,887 - ice0003_2 - [INFO] - [Epoch:62]: Training Loss:0.001917 + +2023-05-18 11:34:02,232 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 11:34:25,643 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 11:34:48,558 - ice0003_2 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.40582, Head : 0.35936, Avg : 0.38259 + +2023-05-18 11:34:48,558 - ice0003_2 - [INFO] - [Epoch 62]: Training Loss: 0.0019171, Valid MRR: 0.38321, + + + +2023-05-18 11:34:49,597 - ice0003_2 - [INFO] - [E:63| 0]: Train Loss:0.001981, Val MRR:0.38321, ice0003_2 +2023-05-18 11:36:30,362 - ice0003_2 - [INFO] - [E:63| 100]: Train Loss:0.0019078, Val MRR:0.38321, ice0003_2 +2023-05-18 11:38:11,168 - ice0003_2 - [INFO] - [E:63| 200]: Train Loss:0.0019106, Val MRR:0.38321, ice0003_2 +2023-05-18 11:39:55,028 - ice0003_2 - [INFO] - [E:63| 300]: Train Loss:0.0019094, Val MRR:0.38321, ice0003_2 +2023-05-18 11:41:38,522 - ice0003_2 - [INFO] - [E:63| 400]: Train Loss:0.0019111, Val MRR:0.38321, ice0003_2 +2023-05-18 11:43:11,573 - ice0003_2 - [INFO] - [E:63| 500]: Train Loss:0.0019117, Val MRR:0.38321, ice0003_2 +2023-05-18 11:44:56,886 - ice0003_2 - [INFO] - [E:63| 600]: Train Loss:0.0019122, Val MRR:0.38321, ice0003_2 +2023-05-18 11:46:39,593 - ice0003_2 - [INFO] - [E:63| 700]: Train Loss:0.0019125, Val MRR:0.38321, ice0003_2 +2023-05-18 11:48:22,563 - ice0003_2 - [INFO] - [E:63| 800]: Train Loss:0.0019137, Val MRR:0.38321, ice0003_2 +2023-05-18 11:50:04,722 - ice0003_2 - [INFO] - [E:63| 900]: Train Loss:0.0019141, Val MRR:0.38321, ice0003_2 +2023-05-18 11:51:07,491 - ice0003_2 - [INFO] - [Epoch:63]: Training Loss:0.001915 + +2023-05-18 11:51:07,709 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 11:51:28,589 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 11:51:50,871 - ice0003_2 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.40935, Head : 0.35725, Avg : 0.3833 + +2023-05-18 11:51:52,291 - ice0003_2 - [INFO] - [Epoch 63]: Training Loss: 0.0019147, Valid MRR: 0.3833, + + + +2023-05-18 11:51:53,485 - ice0003_2 - [INFO] - [E:64| 0]: Train Loss:0.0019243, Val MRR:0.3833, ice0003_2 +2023-05-18 11:53:36,121 - ice0003_2 - [INFO] - [E:64| 100]: Train Loss:0.0019055, Val MRR:0.3833, ice0003_2 +2023-05-18 11:55:19,063 - ice0003_2 - [INFO] - [E:64| 200]: Train Loss:0.0019063, Val MRR:0.3833, ice0003_2 +2023-05-18 11:57:02,137 - ice0003_2 - [INFO] - [E:64| 300]: Train Loss:0.0019066, Val MRR:0.3833, ice0003_2 +2023-05-18 11:58:45,001 - ice0003_2 - [INFO] - [E:64| 400]: Train Loss:0.0019091, Val MRR:0.3833, ice0003_2 +2023-05-18 12:00:17,724 - ice0003_2 - [INFO] - [E:64| 500]: Train Loss:0.0019101, Val MRR:0.3833, ice0003_2 +2023-05-18 12:01:59,818 - ice0003_2 - [INFO] - [E:64| 600]: Train Loss:0.0019104, Val MRR:0.3833, ice0003_2 +2023-05-18 12:03:42,300 - ice0003_2 - [INFO] - [E:64| 700]: Train Loss:0.0019105, Val MRR:0.3833, ice0003_2 +2023-05-18 12:05:23,561 - ice0003_2 - [INFO] - [E:64| 800]: Train Loss:0.0019111, Val MRR:0.3833, ice0003_2 +2023-05-18 12:07:05,085 - ice0003_2 - [INFO] - [E:64| 900]: Train Loss:0.0019114, Val MRR:0.3833, ice0003_2 +2023-05-18 12:08:10,672 - ice0003_2 - [INFO] - [Epoch:64]: Training Loss:0.001912 + +2023-05-18 12:08:10,889 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 12:08:30,415 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 12:08:53,472 - ice0003_2 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.40781, Head : 0.36041, Avg : 0.38411 + +2023-05-18 12:08:54,826 - ice0003_2 - [INFO] - [Epoch 64]: Training Loss: 0.0019117, Valid MRR: 0.38411, + + + +2023-05-18 12:08:56,034 - ice0003_2 - [INFO] - [E:65| 0]: Train Loss:0.0018683, Val MRR:0.38411, ice0003_2 +2023-05-18 12:10:39,085 - ice0003_2 - [INFO] - [E:65| 100]: Train Loss:0.0019018, Val MRR:0.38411, ice0003_2 +2023-05-18 12:12:22,765 - ice0003_2 - [INFO] - [E:65| 200]: Train Loss:0.0019025, Val MRR:0.38411, ice0003_2 +2023-05-18 12:14:06,294 - ice0003_2 - [INFO] - [E:65| 300]: Train Loss:0.0019026, Val MRR:0.38411, ice0003_2 +2023-05-18 12:15:49,416 - ice0003_2 - [INFO] - [E:65| 400]: Train Loss:0.0019048, Val MRR:0.38411, ice0003_2 +2023-05-18 12:17:22,337 - ice0003_2 - [INFO] - [E:65| 500]: Train Loss:0.0019059, Val MRR:0.38411, ice0003_2 +2023-05-18 12:19:04,695 - ice0003_2 - [INFO] - [E:65| 600]: Train Loss:0.0019066, Val MRR:0.38411, ice0003_2 +2023-05-18 12:20:45,069 - ice0003_2 - [INFO] - [E:65| 700]: Train Loss:0.0019067, Val MRR:0.38411, ice0003_2 +2023-05-18 12:22:27,203 - ice0003_2 - [INFO] - [E:65| 800]: Train Loss:0.0019082, Val MRR:0.38411, ice0003_2 +2023-05-18 12:24:09,759 - ice0003_2 - [INFO] - [E:65| 900]: Train Loss:0.0019083, Val MRR:0.38411, ice0003_2 +2023-05-18 12:25:18,941 - ice0003_2 - [INFO] - [Epoch:65]: Training Loss:0.001909 + +2023-05-18 12:25:19,166 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 12:25:34,465 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 12:25:57,380 - ice0003_2 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.40834, Head : 0.36051, Avg : 0.38442 + +2023-05-18 12:25:58,821 - ice0003_2 - [INFO] - [Epoch 65]: Training Loss: 0.0019088, Valid MRR: 0.38442, + + + +2023-05-18 12:26:00,033 - ice0003_2 - [INFO] - [E:66| 0]: Train Loss:0.0019517, Val MRR:0.38442, ice0003_2 +2023-05-18 12:27:41,425 - ice0003_2 - [INFO] - [E:66| 100]: Train Loss:0.0019047, Val MRR:0.38442, ice0003_2 +2023-05-18 12:29:23,491 - ice0003_2 - [INFO] - [E:66| 200]: Train Loss:0.0019011, Val MRR:0.38442, ice0003_2 +2023-05-18 12:31:05,308 - ice0003_2 - [INFO] - [E:66| 300]: Train Loss:0.0019023, Val MRR:0.38442, ice0003_2 +2023-05-18 12:32:50,049 - ice0003_2 - [INFO] - [E:66| 400]: Train Loss:0.0019038, Val MRR:0.38442, ice0003_2 +2023-05-18 12:34:20,884 - ice0003_2 - [INFO] - [E:66| 500]: Train Loss:0.0019043, Val MRR:0.38442, ice0003_2 +2023-05-18 12:36:03,253 - ice0003_2 - [INFO] - [E:66| 600]: Train Loss:0.001905, Val MRR:0.38442, ice0003_2 +2023-05-18 12:37:45,681 - ice0003_2 - [INFO] - [E:66| 700]: Train Loss:0.0019055, Val MRR:0.38442, ice0003_2 +2023-05-18 12:39:28,246 - ice0003_2 - [INFO] - [E:66| 800]: Train Loss:0.0019057, Val MRR:0.38442, ice0003_2 +2023-05-18 12:41:10,940 - ice0003_2 - [INFO] - [E:66| 900]: Train Loss:0.0019061, Val MRR:0.38442, ice0003_2 +2023-05-18 12:42:23,129 - ice0003_2 - [INFO] - [Epoch:66]: Training Loss:0.001906 + +2023-05-18 12:42:23,642 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 12:42:42,101 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 12:42:58,212 - ice0003_2 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.41054, Head : 0.36045, Avg : 0.38549 + +2023-05-18 12:43:00,630 - ice0003_2 - [INFO] - [Epoch 66]: Training Loss: 0.0019064, Valid MRR: 0.38549, + + + +2023-05-18 12:43:01,952 - ice0003_2 - [INFO] - [E:67| 0]: Train Loss:0.0018828, Val MRR:0.38549, ice0003_2 +2023-05-18 12:44:45,321 - ice0003_2 - [INFO] - [E:67| 100]: Train Loss:0.0019036, Val MRR:0.38549, ice0003_2 +2023-05-18 12:46:27,942 - ice0003_2 - [INFO] - [E:67| 200]: Train Loss:0.0019, Val MRR:0.38549, ice0003_2 +2023-05-18 12:48:09,751 - ice0003_2 - [INFO] - [E:67| 300]: Train Loss:0.0019, Val MRR:0.38549, ice0003_2 +2023-05-18 12:49:51,898 - ice0003_2 - [INFO] - [E:67| 400]: Train Loss:0.0019, Val MRR:0.38549, ice0003_2 +2023-05-18 12:51:24,607 - ice0003_2 - [INFO] - [E:67| 500]: Train Loss:0.0019008, Val MRR:0.38549, ice0003_2 +2023-05-18 12:53:07,011 - ice0003_2 - [INFO] - [E:67| 600]: Train Loss:0.0019003, Val MRR:0.38549, ice0003_2 +2023-05-18 12:54:49,386 - ice0003_2 - [INFO] - [E:67| 700]: Train Loss:0.0019011, Val MRR:0.38549, ice0003_2 +2023-05-18 12:56:32,727 - ice0003_2 - [INFO] - [E:67| 800]: Train Loss:0.0019024, Val MRR:0.38549, ice0003_2 +2023-05-18 12:58:16,201 - ice0003_2 - [INFO] - [E:67| 900]: Train Loss:0.0019032, Val MRR:0.38549, ice0003_2 +2023-05-18 12:59:29,018 - ice0003_2 - [INFO] - [Epoch:67]: Training Loss:0.001904 + +2023-05-18 12:59:29,413 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 12:59:50,085 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 13:00:04,076 - ice0003_2 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.4091, Head : 0.36209, Avg : 0.38559 + +2023-05-18 13:00:05,962 - ice0003_2 - [INFO] - [Epoch 67]: Training Loss: 0.0019035, Valid MRR: 0.38559, + + + +2023-05-18 13:00:07,237 - ice0003_2 - [INFO] - [E:68| 0]: Train Loss:0.0018169, Val MRR:0.38559, ice0003_2 +2023-05-18 13:01:50,402 - ice0003_2 - [INFO] - [E:68| 100]: Train Loss:0.0018986, Val MRR:0.38559, ice0003_2 +2023-05-18 13:03:31,462 - ice0003_2 - [INFO] - [E:68| 200]: Train Loss:0.001896, Val MRR:0.38559, ice0003_2 +2023-05-18 13:05:13,594 - ice0003_2 - [INFO] - [E:68| 300]: Train Loss:0.0018955, Val MRR:0.38559, ice0003_2 +2023-05-18 13:06:56,371 - ice0003_2 - [INFO] - [E:68| 400]: Train Loss:0.0018961, Val MRR:0.38559, ice0003_2 +2023-05-18 13:08:31,947 - ice0003_2 - [INFO] - [E:68| 500]: Train Loss:0.0018976, Val MRR:0.38559, ice0003_2 +2023-05-18 13:10:11,496 - ice0003_2 - [INFO] - [E:68| 600]: Train Loss:0.0018978, Val MRR:0.38559, ice0003_2 +2023-05-18 13:11:53,616 - ice0003_2 - [INFO] - [E:68| 700]: Train Loss:0.001899, Val MRR:0.38559, ice0003_2 +2023-05-18 13:13:35,755 - ice0003_2 - [INFO] - [E:68| 800]: Train Loss:0.0019001, Val MRR:0.38559, ice0003_2 +2023-05-18 13:15:18,362 - ice0003_2 - [INFO] - [E:68| 900]: Train Loss:0.0019008, Val MRR:0.38559, ice0003_2 +2023-05-18 13:16:29,929 - ice0003_2 - [INFO] - [Epoch:68]: Training Loss:0.001901 + +2023-05-18 13:16:30,334 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 13:16:52,732 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 13:17:09,310 - ice0003_2 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.41114, Head : 0.36142, Avg : 0.38628 + +2023-05-18 13:17:10,697 - ice0003_2 - [INFO] - [Epoch 68]: Training Loss: 0.0019013, Valid MRR: 0.38628, + + + +2023-05-18 13:17:11,344 - ice0003_2 - [INFO] - [E:69| 0]: Train Loss:0.001891, Val MRR:0.38628, ice0003_2 +2023-05-18 13:18:48,562 - ice0003_2 - [INFO] - [E:69| 100]: Train Loss:0.0018877, Val MRR:0.38628, ice0003_2 +2023-05-18 13:20:33,708 - ice0003_2 - [INFO] - [E:69| 200]: Train Loss:0.0018921, Val MRR:0.38628, ice0003_2 +2023-05-18 13:22:16,764 - ice0003_2 - [INFO] - [E:69| 300]: Train Loss:0.001894, Val MRR:0.38628, ice0003_2 +2023-05-18 13:23:59,322 - ice0003_2 - [INFO] - [E:69| 400]: Train Loss:0.0018951, Val MRR:0.38628, ice0003_2 +2023-05-18 13:25:41,656 - ice0003_2 - [INFO] - [E:69| 500]: Train Loss:0.0018965, Val MRR:0.38628, ice0003_2 +2023-05-18 13:27:14,223 - ice0003_2 - [INFO] - [E:69| 600]: Train Loss:0.0018967, Val MRR:0.38628, ice0003_2 +2023-05-18 13:28:57,058 - ice0003_2 - [INFO] - [E:69| 700]: Train Loss:0.0018975, Val MRR:0.38628, ice0003_2 +2023-05-18 13:30:39,741 - ice0003_2 - [INFO] - [E:69| 800]: Train Loss:0.0018976, Val MRR:0.38628, ice0003_2 +2023-05-18 13:32:21,429 - ice0003_2 - [INFO] - [E:69| 900]: Train Loss:0.0018981, Val MRR:0.38628, ice0003_2 +2023-05-18 13:33:33,290 - ice0003_2 - [INFO] - [Epoch:69]: Training Loss:0.001898 + +2023-05-18 13:33:33,651 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 13:33:56,885 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 13:34:19,377 - ice0003_2 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.41003, Head : 0.36198, Avg : 0.38601 + MR: Tail : 264.85, Head : 292.8, Avg : 278.83 + Hit-1: Tail : 0.30392, Head : 0.25998, Avg : 0.28195 + Hit-3: Tail : 0.46377, Head : 0.40745, Avg : 0.43561 + Hit-10: Tail : 0.61391, Head : 0.56342, Avg : 0.58866 +2023-05-18 13:34:19,378 - ice0003_2 - [INFO] - [Epoch 69]: Training Loss: 0.0018984, Valid MRR: 0.38628, + + + +2023-05-18 13:34:20,033 - ice0003_2 - [INFO] - [E:70| 0]: Train Loss:0.0018791, Val MRR:0.38628, ice0003_2 +2023-05-18 13:35:52,866 - ice0003_2 - [INFO] - [E:70| 100]: Train Loss:0.0018866, Val MRR:0.38628, ice0003_2 +2023-05-18 13:37:35,470 - ice0003_2 - [INFO] - [E:70| 200]: Train Loss:0.0018868, Val MRR:0.38628, ice0003_2 +2023-05-18 13:39:17,983 - ice0003_2 - [INFO] - [E:70| 300]: Train Loss:0.0018868, Val MRR:0.38628, ice0003_2 +2023-05-18 13:41:00,490 - ice0003_2 - [INFO] - [E:70| 400]: Train Loss:0.001891, Val MRR:0.38628, ice0003_2 +2023-05-18 13:42:42,907 - ice0003_2 - [INFO] - [E:70| 500]: Train Loss:0.0018916, Val MRR:0.38628, ice0003_2 +2023-05-18 13:44:15,063 - ice0003_2 - [INFO] - [E:70| 600]: Train Loss:0.0018923, Val MRR:0.38628, ice0003_2 +2023-05-18 13:45:56,218 - ice0003_2 - [INFO] - [E:70| 700]: Train Loss:0.0018928, Val MRR:0.38628, ice0003_2 +2023-05-18 13:47:38,280 - ice0003_2 - [INFO] - [E:70| 800]: Train Loss:0.0018938, Val MRR:0.38628, ice0003_2 +2023-05-18 13:49:20,589 - ice0003_2 - [INFO] - [E:70| 900]: Train Loss:0.0018951, Val MRR:0.38628, ice0003_2 +2023-05-18 13:50:32,709 - ice0003_2 - [INFO] - [Epoch:70]: Training Loss:0.001895 + +2023-05-18 13:50:33,037 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 13:50:56,244 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 13:51:19,180 - ice0003_2 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.41049, Head : 0.36246, Avg : 0.38647 + +2023-05-18 13:51:21,584 - ice0003_2 - [INFO] - [Epoch 70]: Training Loss: 0.0018954, Valid MRR: 0.38647, + + + +2023-05-18 13:51:22,775 - ice0003_2 - [INFO] - [E:71| 0]: Train Loss:0.0018832, Val MRR:0.38647, ice0003_2 +2023-05-18 13:52:54,724 - ice0003_2 - [INFO] - [E:71| 100]: Train Loss:0.0018851, Val MRR:0.38647, ice0003_2 +2023-05-18 13:54:36,771 - ice0003_2 - [INFO] - [E:71| 200]: Train Loss:0.0018889, Val MRR:0.38647, ice0003_2 +2023-05-18 13:56:19,170 - ice0003_2 - [INFO] - [E:71| 300]: Train Loss:0.0018876, Val MRR:0.38647, ice0003_2 +2023-05-18 13:58:01,616 - ice0003_2 - [INFO] - [E:71| 400]: Train Loss:0.0018872, Val MRR:0.38647, ice0003_2 +2023-05-18 13:59:43,992 - ice0003_2 - [INFO] - [E:71| 500]: Train Loss:0.0018876, Val MRR:0.38647, ice0003_2 +2023-05-18 14:01:14,917 - ice0003_2 - [INFO] - [E:71| 600]: Train Loss:0.0018895, Val MRR:0.38647, ice0003_2 +2023-05-18 14:02:56,916 - ice0003_2 - [INFO] - [E:71| 700]: Train Loss:0.0018905, Val MRR:0.38647, ice0003_2 +2023-05-18 14:04:39,169 - ice0003_2 - [INFO] - [E:71| 800]: Train Loss:0.0018914, Val MRR:0.38647, ice0003_2 +2023-05-18 14:06:23,901 - ice0003_2 - [INFO] - [E:71| 900]: Train Loss:0.0018923, Val MRR:0.38647, ice0003_2 +2023-05-18 14:07:35,933 - ice0003_2 - [INFO] - [Epoch:71]: Training Loss:0.001893 + +2023-05-18 14:07:36,272 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 14:07:59,613 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 14:08:22,653 - ice0003_2 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.41143, Head : 0.36355, Avg : 0.38749 + +2023-05-18 14:08:25,442 - ice0003_2 - [INFO] - [Epoch 71]: Training Loss: 0.0018931, Valid MRR: 0.38749, + + + +2023-05-18 14:08:26,498 - ice0003_2 - [INFO] - [E:72| 0]: Train Loss:0.0018976, Val MRR:0.38749, ice0003_2 +2023-05-18 14:09:58,798 - ice0003_2 - [INFO] - [E:72| 100]: Train Loss:0.0018884, Val MRR:0.38749, ice0003_2 +2023-05-18 14:11:42,237 - ice0003_2 - [INFO] - [E:72| 200]: Train Loss:0.0018846, Val MRR:0.38749, ice0003_2 +2023-05-18 14:13:26,216 - ice0003_2 - [INFO] - [E:72| 300]: Train Loss:0.0018863, Val MRR:0.38749, ice0003_2 +2023-05-18 14:15:08,387 - ice0003_2 - [INFO] - [E:72| 400]: Train Loss:0.0018878, Val MRR:0.38749, ice0003_2 +2023-05-18 14:16:51,007 - ice0003_2 - [INFO] - [E:72| 500]: Train Loss:0.0018879, Val MRR:0.38749, ice0003_2 +2023-05-18 14:18:23,092 - ice0003_2 - [INFO] - [E:72| 600]: Train Loss:0.0018885, Val MRR:0.38749, ice0003_2 +2023-05-18 14:20:05,166 - ice0003_2 - [INFO] - [E:72| 700]: Train Loss:0.0018897, Val MRR:0.38749, ice0003_2 +2023-05-18 14:21:47,434 - ice0003_2 - [INFO] - [E:72| 800]: Train Loss:0.0018904, Val MRR:0.38749, ice0003_2 +2023-05-18 14:23:29,299 - ice0003_2 - [INFO] - [E:72| 900]: Train Loss:0.0018907, Val MRR:0.38749, ice0003_2 +2023-05-18 14:24:41,492 - ice0003_2 - [INFO] - [Epoch:72]: Training Loss:0.001891 + +2023-05-18 14:24:41,951 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 14:25:05,059 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 14:25:27,868 - ice0003_2 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.41219, Head : 0.36323, Avg : 0.38771 + +2023-05-18 14:25:30,154 - ice0003_2 - [INFO] - [Epoch 72]: Training Loss: 0.001891, Valid MRR: 0.38771, + + + +2023-05-18 14:25:31,423 - ice0003_2 - [INFO] - [E:73| 0]: Train Loss:0.0018578, Val MRR:0.38771, ice0003_2 +2023-05-18 14:27:03,750 - ice0003_2 - [INFO] - [E:73| 100]: Train Loss:0.0018867, Val MRR:0.38771, ice0003_2 +2023-05-18 14:28:45,820 - ice0003_2 - [INFO] - [E:73| 200]: Train Loss:0.0018859, Val MRR:0.38771, ice0003_2 +2023-05-18 14:30:26,914 - ice0003_2 - [INFO] - [E:73| 300]: Train Loss:0.0018849, Val MRR:0.38771, ice0003_2 +2023-05-18 14:32:09,196 - ice0003_2 - [INFO] - [E:73| 400]: Train Loss:0.0018857, Val MRR:0.38771, ice0003_2 +2023-05-18 14:33:51,948 - ice0003_2 - [INFO] - [E:73| 500]: Train Loss:0.0018861, Val MRR:0.38771, ice0003_2 +2023-05-18 14:35:24,352 - ice0003_2 - [INFO] - [E:73| 600]: Train Loss:0.0018863, Val MRR:0.38771, ice0003_2 +2023-05-18 14:37:06,759 - ice0003_2 - [INFO] - [E:73| 700]: Train Loss:0.001886, Val MRR:0.38771, ice0003_2 +2023-05-18 14:38:49,019 - ice0003_2 - [INFO] - [E:73| 800]: Train Loss:0.0018867, Val MRR:0.38771, ice0003_2 +2023-05-18 14:40:31,119 - ice0003_2 - [INFO] - [E:73| 900]: Train Loss:0.0018881, Val MRR:0.38771, ice0003_2 +2023-05-18 14:41:43,092 - ice0003_2 - [INFO] - [Epoch:73]: Training Loss:0.001889 + +2023-05-18 14:41:43,490 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 14:42:06,805 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 14:42:29,604 - ice0003_2 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.41006, Head : 0.36486, Avg : 0.38746 + +2023-05-18 14:42:29,604 - ice0003_2 - [INFO] - [Epoch 73]: Training Loss: 0.0018886, Valid MRR: 0.38771, + + + +2023-05-18 14:42:30,789 - ice0003_2 - [INFO] - [E:74| 0]: Train Loss:0.0018407, Val MRR:0.38771, ice0003_2 +2023-05-18 14:44:02,474 - ice0003_2 - [INFO] - [E:74| 100]: Train Loss:0.0018778, Val MRR:0.38771, ice0003_2 +2023-05-18 14:45:43,704 - ice0003_2 - [INFO] - [E:74| 200]: Train Loss:0.0018795, Val MRR:0.38771, ice0003_2 +2023-05-18 14:47:25,629 - ice0003_2 - [INFO] - [E:74| 300]: Train Loss:0.0018796, Val MRR:0.38771, ice0003_2 +2023-05-18 14:49:07,521 - ice0003_2 - [INFO] - [E:74| 400]: Train Loss:0.0018814, Val MRR:0.38771, ice0003_2 +2023-05-18 14:50:49,464 - ice0003_2 - [INFO] - [E:74| 500]: Train Loss:0.0018825, Val MRR:0.38771, ice0003_2 +2023-05-18 14:52:22,018 - ice0003_2 - [INFO] - [E:74| 600]: Train Loss:0.0018831, Val MRR:0.38771, ice0003_2 +2023-05-18 14:54:08,993 - ice0003_2 - [INFO] - [E:74| 700]: Train Loss:0.0018843, Val MRR:0.38771, ice0003_2 +2023-05-18 14:55:51,095 - ice0003_2 - [INFO] - [E:74| 800]: Train Loss:0.0018852, Val MRR:0.38771, ice0003_2 +2023-05-18 14:57:32,583 - ice0003_2 - [INFO] - [E:74| 900]: Train Loss:0.0018862, Val MRR:0.38771, ice0003_2 +2023-05-18 14:58:43,937 - ice0003_2 - [INFO] - [Epoch:74]: Training Loss:0.001887 + +2023-05-18 14:58:44,291 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 14:59:07,025 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 14:59:30,056 - ice0003_2 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.41234, Head : 0.36347, Avg : 0.3879 + +2023-05-18 14:59:32,752 - ice0003_2 - [INFO] - [Epoch 74]: Training Loss: 0.0018866, Valid MRR: 0.3879, + + + +2023-05-18 14:59:33,645 - ice0003_2 - [INFO] - [E:75| 0]: Train Loss:0.0018885, Val MRR:0.3879, ice0003_2 +2023-05-18 15:01:06,425 - ice0003_2 - [INFO] - [E:75| 100]: Train Loss:0.0018761, Val MRR:0.3879, ice0003_2 +2023-05-18 15:02:49,572 - ice0003_2 - [INFO] - [E:75| 200]: Train Loss:0.0018783, Val MRR:0.3879, ice0003_2 +2023-05-18 15:04:32,737 - ice0003_2 - [INFO] - [E:75| 300]: Train Loss:0.0018795, Val MRR:0.3879, ice0003_2 +2023-05-18 15:06:15,690 - ice0003_2 - [INFO] - [E:75| 400]: Train Loss:0.0018807, Val MRR:0.3879, ice0003_2 +2023-05-18 15:07:59,031 - ice0003_2 - [INFO] - [E:75| 500]: Train Loss:0.0018811, Val MRR:0.3879, ice0003_2 +2023-05-18 15:09:31,965 - ice0003_2 - [INFO] - [E:75| 600]: Train Loss:0.001882, Val MRR:0.3879, ice0003_2 +2023-05-18 15:11:14,049 - ice0003_2 - [INFO] - [E:75| 700]: Train Loss:0.0018825, Val MRR:0.3879, ice0003_2 +2023-05-18 15:12:56,086 - ice0003_2 - [INFO] - [E:75| 800]: Train Loss:0.0018822, Val MRR:0.3879, ice0003_2 +2023-05-18 15:14:38,595 - ice0003_2 - [INFO] - [E:75| 900]: Train Loss:0.0018831, Val MRR:0.3879, ice0003_2 +2023-05-18 15:15:50,709 - ice0003_2 - [INFO] - [Epoch:75]: Training Loss:0.001884 + +2023-05-18 15:15:50,971 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 15:16:14,430 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 15:16:37,417 - ice0003_2 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.41147, Head : 0.36427, Avg : 0.38787 + +2023-05-18 15:16:37,417 - ice0003_2 - [INFO] - [Epoch 75]: Training Loss: 0.0018837, Valid MRR: 0.3879, + + + +2023-05-18 15:16:38,558 - ice0003_2 - [INFO] - [E:76| 0]: Train Loss:0.0018532, Val MRR:0.3879, ice0003_2 +2023-05-18 15:18:10,327 - ice0003_2 - [INFO] - [E:76| 100]: Train Loss:0.0018683, Val MRR:0.3879, ice0003_2 +2023-05-18 15:19:52,213 - ice0003_2 - [INFO] - [E:76| 200]: Train Loss:0.0018691, Val MRR:0.3879, ice0003_2 +2023-05-18 15:21:33,888 - ice0003_2 - [INFO] - [E:76| 300]: Train Loss:0.0018723, Val MRR:0.3879, ice0003_2 +2023-05-18 15:23:16,226 - ice0003_2 - [INFO] - [E:76| 400]: Train Loss:0.0018751, Val MRR:0.3879, ice0003_2 +2023-05-18 15:24:58,264 - ice0003_2 - [INFO] - [E:76| 500]: Train Loss:0.0018767, Val MRR:0.3879, ice0003_2 +2023-05-18 15:26:30,228 - ice0003_2 - [INFO] - [E:76| 600]: Train Loss:0.0018783, Val MRR:0.3879, ice0003_2 +2023-05-18 15:28:11,418 - ice0003_2 - [INFO] - [E:76| 700]: Train Loss:0.0018792, Val MRR:0.3879, ice0003_2 +2023-05-18 15:29:53,775 - ice0003_2 - [INFO] - [E:76| 800]: Train Loss:0.00188, Val MRR:0.3879, ice0003_2 +2023-05-18 15:31:36,388 - ice0003_2 - [INFO] - [E:76| 900]: Train Loss:0.0018807, Val MRR:0.3879, ice0003_2 +2023-05-18 15:32:48,972 - ice0003_2 - [INFO] - [Epoch:76]: Training Loss:0.001882 + +2023-05-18 15:32:49,283 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 15:33:12,553 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 15:33:36,109 - ice0003_2 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.41391, Head : 0.36483, Avg : 0.38937 + +2023-05-18 15:33:38,141 - ice0003_2 - [INFO] - [Epoch 76]: Training Loss: 0.0018818, Valid MRR: 0.38937, + + + +2023-05-18 15:33:39,327 - ice0003_2 - [INFO] - [E:77| 0]: Train Loss:0.0018265, Val MRR:0.38937, ice0003_2 +2023-05-18 15:35:12,097 - ice0003_2 - [INFO] - [E:77| 100]: Train Loss:0.0018678, Val MRR:0.38937, ice0003_2 +2023-05-18 15:36:55,475 - ice0003_2 - [INFO] - [E:77| 200]: Train Loss:0.0018695, Val MRR:0.38937, ice0003_2 +2023-05-18 15:38:38,471 - ice0003_2 - [INFO] - [E:77| 300]: Train Loss:0.0018729, Val MRR:0.38937, ice0003_2 +2023-05-18 15:40:20,848 - ice0003_2 - [INFO] - [E:77| 400]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2 +2023-05-18 15:42:05,920 - ice0003_2 - [INFO] - [E:77| 500]: Train Loss:0.0018742, Val MRR:0.38937, ice0003_2 +2023-05-18 15:43:38,433 - ice0003_2 - [INFO] - [E:77| 600]: Train Loss:0.0018759, Val MRR:0.38937, ice0003_2 +2023-05-18 15:45:21,084 - ice0003_2 - [INFO] - [E:77| 700]: Train Loss:0.0018775, Val MRR:0.38937, ice0003_2 +2023-05-18 15:47:03,572 - ice0003_2 - [INFO] - [E:77| 800]: Train Loss:0.001878, Val MRR:0.38937, ice0003_2 +2023-05-18 15:48:45,971 - ice0003_2 - [INFO] - [E:77| 900]: Train Loss:0.0018785, Val MRR:0.38937, ice0003_2 +2023-05-18 15:49:57,951 - ice0003_2 - [INFO] - [Epoch:77]: Training Loss:0.001879 + +2023-05-18 15:49:58,444 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 15:50:21,388 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 15:50:44,590 - ice0003_2 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.41334, Head : 0.36436, Avg : 0.38885 + +2023-05-18 15:50:44,590 - ice0003_2 - [INFO] - [Epoch 77]: Training Loss: 0.0018793, Valid MRR: 0.38937, + + + +2023-05-18 15:50:45,367 - ice0003_2 - [INFO] - [E:78| 0]: Train Loss:0.0019039, Val MRR:0.38937, ice0003_2 +2023-05-18 15:52:18,036 - ice0003_2 - [INFO] - [E:78| 100]: Train Loss:0.0018683, Val MRR:0.38937, ice0003_2 +2023-05-18 15:54:00,624 - ice0003_2 - [INFO] - [E:78| 200]: Train Loss:0.0018686, Val MRR:0.38937, ice0003_2 +2023-05-18 15:55:41,262 - ice0003_2 - [INFO] - [E:78| 300]: Train Loss:0.001872, Val MRR:0.38937, ice0003_2 +2023-05-18 15:57:22,575 - ice0003_2 - [INFO] - [E:78| 400]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2 +2023-05-18 15:59:04,454 - ice0003_2 - [INFO] - [E:78| 500]: Train Loss:0.001875, Val MRR:0.38937, ice0003_2 +2023-05-18 16:00:42,210 - ice0003_2 - [INFO] - [E:78| 600]: Train Loss:0.0018743, Val MRR:0.38937, ice0003_2 +2023-05-18 16:02:19,186 - ice0003_2 - [INFO] - [E:78| 700]: Train Loss:0.0018745, Val MRR:0.38937, ice0003_2 +2023-05-18 16:04:02,012 - ice0003_2 - [INFO] - [E:78| 800]: Train Loss:0.0018761, Val MRR:0.38937, ice0003_2 +2023-05-18 16:05:44,859 - ice0003_2 - [INFO] - [E:78| 900]: Train Loss:0.0018768, Val MRR:0.38937, ice0003_2 +2023-05-18 16:06:57,388 - ice0003_2 - [INFO] - [Epoch:78]: Training Loss:0.001877 + +2023-05-18 16:06:57,891 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 16:07:21,182 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 16:07:44,061 - ice0003_2 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.41401, Head : 0.36388, Avg : 0.38894 + +2023-05-18 16:07:44,061 - ice0003_2 - [INFO] - [Epoch 78]: Training Loss: 0.0018771, Valid MRR: 0.38937, + + + +2023-05-18 16:07:45,278 - ice0003_2 - [INFO] - [E:79| 0]: Train Loss:0.0018478, Val MRR:0.38937, ice0003_2 +2023-05-18 16:09:22,398 - ice0003_2 - [INFO] - [E:79| 100]: Train Loss:0.0018674, Val MRR:0.38937, ice0003_2 +2023-05-18 16:10:59,123 - ice0003_2 - [INFO] - [E:79| 200]: Train Loss:0.0018681, Val MRR:0.38937, ice0003_2 +2023-05-18 16:12:41,601 - ice0003_2 - [INFO] - [E:79| 300]: Train Loss:0.0018707, Val MRR:0.38937, ice0003_2 +2023-05-18 16:14:23,584 - ice0003_2 - [INFO] - [E:79| 400]: Train Loss:0.0018723, Val MRR:0.38937, ice0003_2 +2023-05-18 16:16:05,386 - ice0003_2 - [INFO] - [E:79| 500]: Train Loss:0.0018729, Val MRR:0.38937, ice0003_2 +2023-05-18 16:17:47,752 - ice0003_2 - [INFO] - [E:79| 600]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2 +2023-05-18 16:19:19,621 - ice0003_2 - [INFO] - [E:79| 700]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2 +2023-05-18 16:21:02,561 - ice0003_2 - [INFO] - [E:79| 800]: Train Loss:0.0018733, Val MRR:0.38937, ice0003_2 +2023-05-18 16:22:46,037 - ice0003_2 - [INFO] - [E:79| 900]: Train Loss:0.0018742, Val MRR:0.38937, ice0003_2 +2023-05-18 16:23:57,624 - ice0003_2 - [INFO] - [Epoch:79]: Training Loss:0.001875 + +2023-05-18 16:23:58,143 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 16:24:20,711 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 16:24:42,897 - ice0003_2 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.41182, Head : 0.36324, Avg : 0.38753 + MR: Tail : 275.07, Head : 303.67, Avg : 289.37 + Hit-1: Tail : 0.30538, Head : 0.26023, Avg : 0.2828 + Hit-3: Tail : 0.46486, Head : 0.40757, Avg : 0.43622 + Hit-10: Tail : 0.61391, Head : 0.56815, Avg : 0.59103 +2023-05-18 16:24:42,897 - ice0003_2 - [INFO] - [Epoch 79]: Training Loss: 0.0018747, Valid MRR: 0.38937, + + + +2023-05-18 16:24:43,963 - ice0003_2 - [INFO] - [E:80| 0]: Train Loss:0.0018535, Val MRR:0.38937, ice0003_2 +2023-05-18 16:26:22,765 - ice0003_2 - [INFO] - [E:80| 100]: Train Loss:0.0018635, Val MRR:0.38937, ice0003_2 +2023-05-18 16:27:58,679 - ice0003_2 - [INFO] - [E:80| 200]: Train Loss:0.0018668, Val MRR:0.38937, ice0003_2 +2023-05-18 16:29:43,896 - ice0003_2 - [INFO] - [E:80| 300]: Train Loss:0.0018673, Val MRR:0.38937, ice0003_2 +2023-05-18 16:31:27,178 - ice0003_2 - [INFO] - [E:80| 400]: Train Loss:0.0018671, Val MRR:0.38937, ice0003_2 +2023-05-18 16:33:10,166 - ice0003_2 - [INFO] - [E:80| 500]: Train Loss:0.0018678, Val MRR:0.38937, ice0003_2 +2023-05-18 16:34:53,025 - ice0003_2 - [INFO] - [E:80| 600]: Train Loss:0.0018694, Val MRR:0.38937, ice0003_2 +2023-05-18 16:36:25,299 - ice0003_2 - [INFO] - [E:80| 700]: Train Loss:0.0018699, Val MRR:0.38937, ice0003_2 +2023-05-18 16:38:06,719 - ice0003_2 - [INFO] - [E:80| 800]: Train Loss:0.0018707, Val MRR:0.38937, ice0003_2 +2023-05-18 16:39:48,278 - ice0003_2 - [INFO] - [E:80| 900]: Train Loss:0.0018717, Val MRR:0.38937, ice0003_2 +2023-05-18 16:41:00,343 - ice0003_2 - [INFO] - [Epoch:80]: Training Loss:0.001873 + +2023-05-18 16:41:00,684 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 16:41:24,264 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 16:41:46,876 - ice0003_2 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.41332, Head : 0.36566, Avg : 0.38949 + +2023-05-18 16:41:48,104 - ice0003_2 - [INFO] - [Epoch 80]: Training Loss: 0.0018727, Valid MRR: 0.38949, + + + +2023-05-18 16:41:49,173 - ice0003_2 - [INFO] - [E:81| 0]: Train Loss:0.0018327, Val MRR:0.38949, ice0003_2 +2023-05-18 16:43:31,850 - ice0003_2 - [INFO] - [E:81| 100]: Train Loss:0.0018633, Val MRR:0.38949, ice0003_2 +2023-05-18 16:45:03,993 - ice0003_2 - [INFO] - [E:81| 200]: Train Loss:0.0018641, Val MRR:0.38949, ice0003_2 +2023-05-18 16:46:46,278 - ice0003_2 - [INFO] - [E:81| 300]: Train Loss:0.0018655, Val MRR:0.38949, ice0003_2 +2023-05-18 16:48:28,813 - ice0003_2 - [INFO] - [E:81| 400]: Train Loss:0.0018671, Val MRR:0.38949, ice0003_2 +2023-05-18 16:50:11,051 - ice0003_2 - [INFO] - [E:81| 500]: Train Loss:0.0018677, Val MRR:0.38949, ice0003_2 +2023-05-18 16:51:54,175 - ice0003_2 - [INFO] - [E:81| 600]: Train Loss:0.0018688, Val MRR:0.38949, ice0003_2 +2023-05-18 16:53:25,115 - ice0003_2 - [INFO] - [E:81| 700]: Train Loss:0.0018687, Val MRR:0.38949, ice0003_2 +2023-05-18 16:55:07,169 - ice0003_2 - [INFO] - [E:81| 800]: Train Loss:0.0018695, Val MRR:0.38949, ice0003_2 +2023-05-18 16:56:49,470 - ice0003_2 - [INFO] - [E:81| 900]: Train Loss:0.0018699, Val MRR:0.38949, ice0003_2 +2023-05-18 16:58:01,953 - ice0003_2 - [INFO] - [Epoch:81]: Training Loss:0.00187 + +2023-05-18 16:58:02,445 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 16:58:25,624 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 16:58:48,761 - ice0003_2 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.4134, Head : 0.36507, Avg : 0.38923 + +2023-05-18 16:58:48,761 - ice0003_2 - [INFO] - [Epoch 81]: Training Loss: 0.0018705, Valid MRR: 0.38949, + + + +2023-05-18 16:58:49,544 - ice0003_2 - [INFO] - [E:82| 0]: Train Loss:0.001781, Val MRR:0.38949, ice0003_2 +2023-05-18 17:00:32,077 - ice0003_2 - [INFO] - [E:82| 100]: Train Loss:0.0018599, Val MRR:0.38949, ice0003_2 +2023-05-18 17:02:04,327 - ice0003_2 - [INFO] - [E:82| 200]: Train Loss:0.0018588, Val MRR:0.38949, ice0003_2 +2023-05-18 17:03:45,994 - ice0003_2 - [INFO] - [E:82| 300]: Train Loss:0.0018609, Val MRR:0.38949, ice0003_2 +2023-05-18 17:05:28,062 - ice0003_2 - [INFO] - [E:82| 400]: Train Loss:0.0018629, Val MRR:0.38949, ice0003_2 +2023-05-18 17:07:10,111 - ice0003_2 - [INFO] - [E:82| 500]: Train Loss:0.0018634, Val MRR:0.38949, ice0003_2 +2023-05-18 17:08:51,586 - ice0003_2 - [INFO] - [E:82| 600]: Train Loss:0.001865, Val MRR:0.38949, ice0003_2 +2023-05-18 17:10:24,030 - ice0003_2 - [INFO] - [E:82| 700]: Train Loss:0.0018666, Val MRR:0.38949, ice0003_2 +2023-05-18 17:12:06,193 - ice0003_2 - [INFO] - [E:82| 800]: Train Loss:0.0018673, Val MRR:0.38949, ice0003_2 +2023-05-18 17:13:48,509 - ice0003_2 - [INFO] - [E:82| 900]: Train Loss:0.0018677, Val MRR:0.38949, ice0003_2 +2023-05-18 17:15:00,852 - ice0003_2 - [INFO] - [Epoch:82]: Training Loss:0.001869 + +2023-05-18 17:15:01,374 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 17:15:24,594 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 17:15:47,734 - ice0003_2 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.41442, Head : 0.36503, Avg : 0.38973 + +2023-05-18 17:15:48,965 - ice0003_2 - [INFO] - [Epoch 82]: Training Loss: 0.0018686, Valid MRR: 0.38973, + + + +2023-05-18 17:15:50,174 - ice0003_2 - [INFO] - [E:83| 0]: Train Loss:0.0018388, Val MRR:0.38973, ice0003_2 +2023-05-18 17:17:35,362 - ice0003_2 - [INFO] - [E:83| 100]: Train Loss:0.001866, Val MRR:0.38973, ice0003_2 +2023-05-18 17:19:08,722 - ice0003_2 - [INFO] - [E:83| 200]: Train Loss:0.00186, Val MRR:0.38973, ice0003_2 +2023-05-18 17:20:51,298 - ice0003_2 - [INFO] - [E:83| 300]: Train Loss:0.0018624, Val MRR:0.38973, ice0003_2 +2023-05-18 17:22:33,252 - ice0003_2 - [INFO] - [E:83| 400]: Train Loss:0.0018623, Val MRR:0.38973, ice0003_2 +2023-05-18 17:24:15,143 - ice0003_2 - [INFO] - [E:83| 500]: Train Loss:0.0018625, Val MRR:0.38973, ice0003_2 +2023-05-18 17:25:57,084 - ice0003_2 - [INFO] - [E:83| 600]: Train Loss:0.001864, Val MRR:0.38973, ice0003_2 +2023-05-18 17:27:29,402 - ice0003_2 - [INFO] - [E:83| 700]: Train Loss:0.0018649, Val MRR:0.38973, ice0003_2 +2023-05-18 17:29:11,856 - ice0003_2 - [INFO] - [E:83| 800]: Train Loss:0.0018654, Val MRR:0.38973, ice0003_2 +2023-05-18 17:30:54,530 - ice0003_2 - [INFO] - [E:83| 900]: Train Loss:0.0018662, Val MRR:0.38973, ice0003_2 +2023-05-18 17:32:06,899 - ice0003_2 - [INFO] - [Epoch:83]: Training Loss:0.001866 + +2023-05-18 17:32:07,253 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 17:32:30,848 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 17:32:53,707 - ice0003_2 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.41338, Head : 0.36619, Avg : 0.38979 + +2023-05-18 17:32:55,176 - ice0003_2 - [INFO] - [Epoch 83]: Training Loss: 0.0018663, Valid MRR: 0.38979, + + + +2023-05-18 17:32:56,431 - ice0003_2 - [INFO] - [E:84| 0]: Train Loss:0.0018276, Val MRR:0.38979, ice0003_2 +2023-05-18 17:34:39,264 - ice0003_2 - [INFO] - [E:84| 100]: Train Loss:0.0018604, Val MRR:0.38979, ice0003_2 +2023-05-18 17:36:10,516 - ice0003_2 - [INFO] - [E:84| 200]: Train Loss:0.0018612, Val MRR:0.38979, ice0003_2 +2023-05-18 17:37:51,970 - ice0003_2 - [INFO] - [E:84| 300]: Train Loss:0.0018601, Val MRR:0.38979, ice0003_2 +2023-05-18 17:39:35,092 - ice0003_2 - [INFO] - [E:84| 400]: Train Loss:0.0018602, Val MRR:0.38979, ice0003_2 +2023-05-18 17:41:17,284 - ice0003_2 - [INFO] - [E:84| 500]: Train Loss:0.0018614, Val MRR:0.38979, ice0003_2 +2023-05-18 17:43:00,704 - ice0003_2 - [INFO] - [E:84| 600]: Train Loss:0.0018624, Val MRR:0.38979, ice0003_2 +2023-05-18 17:44:33,485 - ice0003_2 - [INFO] - [E:84| 700]: Train Loss:0.0018632, Val MRR:0.38979, ice0003_2 +2023-05-18 17:46:16,752 - ice0003_2 - [INFO] - [E:84| 800]: Train Loss:0.0018625, Val MRR:0.38979, ice0003_2 +2023-05-18 17:47:59,887 - ice0003_2 - [INFO] - [E:84| 900]: Train Loss:0.0018635, Val MRR:0.38979, ice0003_2 +2023-05-18 17:49:12,762 - ice0003_2 - [INFO] - [Epoch:84]: Training Loss:0.001864 + +2023-05-18 17:49:13,055 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 17:49:36,246 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 17:49:58,471 - ice0003_2 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.4156, Head : 0.36706, Avg : 0.39133 + +2023-05-18 17:49:59,902 - ice0003_2 - [INFO] - [Epoch 84]: Training Loss: 0.0018642, Valid MRR: 0.39133, + + + +2023-05-18 17:50:01,106 - ice0003_2 - [INFO] - [E:85| 0]: Train Loss:0.0018734, Val MRR:0.39133, ice0003_2 +2023-05-18 17:51:42,500 - ice0003_2 - [INFO] - [E:85| 100]: Train Loss:0.0018604, Val MRR:0.39133, ice0003_2 +2023-05-18 17:53:15,037 - ice0003_2 - [INFO] - [E:85| 200]: Train Loss:0.0018585, Val MRR:0.39133, ice0003_2 +2023-05-18 17:54:57,456 - ice0003_2 - [INFO] - [E:85| 300]: Train Loss:0.0018583, Val MRR:0.39133, ice0003_2 +2023-05-18 17:56:39,686 - ice0003_2 - [INFO] - [E:85| 400]: Train Loss:0.0018574, Val MRR:0.39133, ice0003_2 +2023-05-18 17:58:22,242 - ice0003_2 - [INFO] - [E:85| 500]: Train Loss:0.0018584, Val MRR:0.39133, ice0003_2 +2023-05-18 18:00:05,828 - ice0003_2 - [INFO] - [E:85| 600]: Train Loss:0.0018592, Val MRR:0.39133, ice0003_2 +2023-05-18 18:01:37,971 - ice0003_2 - [INFO] - [E:85| 700]: Train Loss:0.0018603, Val MRR:0.39133, ice0003_2 +2023-05-18 18:03:19,921 - ice0003_2 - [INFO] - [E:85| 800]: Train Loss:0.001861, Val MRR:0.39133, ice0003_2 +2023-05-18 18:05:04,734 - ice0003_2 - [INFO] - [E:85| 900]: Train Loss:0.0018616, Val MRR:0.39133, ice0003_2 +2023-05-18 18:06:16,223 - ice0003_2 - [INFO] - [Epoch:85]: Training Loss:0.001862 + +2023-05-18 18:06:16,485 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 18:06:40,032 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 18:07:02,668 - ice0003_2 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.41702, Head : 0.36793, Avg : 0.39248 + +2023-05-18 18:07:04,044 - ice0003_2 - [INFO] - [Epoch 85]: Training Loss: 0.0018623, Valid MRR: 0.39248, + + + +2023-05-18 18:07:05,239 - ice0003_2 - [INFO] - [E:86| 0]: Train Loss:0.0018847, Val MRR:0.39248, ice0003_2 +2023-05-18 18:08:48,032 - ice0003_2 - [INFO] - [E:86| 100]: Train Loss:0.001855, Val MRR:0.39248, ice0003_2 +2023-05-18 18:10:20,613 - ice0003_2 - [INFO] - [E:86| 200]: Train Loss:0.0018543, Val MRR:0.39248, ice0003_2 +2023-05-18 18:12:02,840 - ice0003_2 - [INFO] - [E:86| 300]: Train Loss:0.0018565, Val MRR:0.39248, ice0003_2 +2023-05-18 18:13:45,253 - ice0003_2 - [INFO] - [E:86| 400]: Train Loss:0.0018574, Val MRR:0.39248, ice0003_2 +2023-05-18 18:15:27,718 - ice0003_2 - [INFO] - [E:86| 500]: Train Loss:0.001858, Val MRR:0.39248, ice0003_2 +2023-05-18 18:17:10,314 - ice0003_2 - [INFO] - [E:86| 600]: Train Loss:0.0018584, Val MRR:0.39248, ice0003_2 +2023-05-18 18:18:42,339 - ice0003_2 - [INFO] - [E:86| 700]: Train Loss:0.0018589, Val MRR:0.39248, ice0003_2 +2023-05-18 18:20:22,866 - ice0003_2 - [INFO] - [E:86| 800]: Train Loss:0.0018589, Val MRR:0.39248, ice0003_2 +2023-05-18 18:22:05,134 - ice0003_2 - [INFO] - [E:86| 900]: Train Loss:0.0018597, Val MRR:0.39248, ice0003_2 +2023-05-18 18:23:17,408 - ice0003_2 - [INFO] - [Epoch:86]: Training Loss:0.00186 + +2023-05-18 18:23:17,754 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 18:23:41,237 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 18:24:03,775 - ice0003_2 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.41463, Head : 0.36835, Avg : 0.39149 + +2023-05-18 18:24:03,775 - ice0003_2 - [INFO] - [Epoch 86]: Training Loss: 0.0018602, Valid MRR: 0.39248, + + + +2023-05-18 18:24:04,904 - ice0003_2 - [INFO] - [E:87| 0]: Train Loss:0.0018572, Val MRR:0.39248, ice0003_2 +2023-05-18 18:25:46,556 - ice0003_2 - [INFO] - [E:87| 100]: Train Loss:0.0018513, Val MRR:0.39248, ice0003_2 +2023-05-18 18:27:18,209 - ice0003_2 - [INFO] - [E:87| 200]: Train Loss:0.0018527, Val MRR:0.39248, ice0003_2 +2023-05-18 18:29:01,173 - ice0003_2 - [INFO] - [E:87| 300]: Train Loss:0.0018531, Val MRR:0.39248, ice0003_2 +2023-05-18 18:30:43,792 - ice0003_2 - [INFO] - [E:87| 400]: Train Loss:0.0018523, Val MRR:0.39248, ice0003_2 +2023-05-18 18:32:26,219 - ice0003_2 - [INFO] - [E:87| 500]: Train Loss:0.0018537, Val MRR:0.39248, ice0003_2 +2023-05-18 18:34:08,199 - ice0003_2 - [INFO] - [E:87| 600]: Train Loss:0.0018546, Val MRR:0.39248, ice0003_2 +2023-05-18 18:35:40,158 - ice0003_2 - [INFO] - [E:87| 700]: Train Loss:0.0018545, Val MRR:0.39248, ice0003_2 +2023-05-18 18:37:22,244 - ice0003_2 - [INFO] - [E:87| 800]: Train Loss:0.0018561, Val MRR:0.39248, ice0003_2 +2023-05-18 18:39:04,252 - ice0003_2 - [INFO] - [E:87| 900]: Train Loss:0.0018572, Val MRR:0.39248, ice0003_2 +2023-05-18 18:40:16,109 - ice0003_2 - [INFO] - [Epoch:87]: Training Loss:0.001858 + +2023-05-18 18:40:16,484 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 18:40:40,185 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 18:41:02,883 - ice0003_2 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.41621, Head : 0.36868, Avg : 0.39245 + +2023-05-18 18:41:02,883 - ice0003_2 - [INFO] - [Epoch 87]: Training Loss: 0.001858, Valid MRR: 0.39248, + + + +2023-05-18 18:41:04,072 - ice0003_2 - [INFO] - [E:88| 0]: Train Loss:0.0018536, Val MRR:0.39248, ice0003_2 +2023-05-18 18:42:46,528 - ice0003_2 - [INFO] - [E:88| 100]: Train Loss:0.0018474, Val MRR:0.39248, ice0003_2 +2023-05-18 18:44:18,719 - ice0003_2 - [INFO] - [E:88| 200]: Train Loss:0.0018499, Val MRR:0.39248, ice0003_2 +2023-05-18 18:46:01,066 - ice0003_2 - [INFO] - [E:88| 300]: Train Loss:0.0018509, Val MRR:0.39248, ice0003_2 +2023-05-18 18:47:42,889 - ice0003_2 - [INFO] - [E:88| 400]: Train Loss:0.0018511, Val MRR:0.39248, ice0003_2 +2023-05-18 18:49:24,286 - ice0003_2 - [INFO] - [E:88| 500]: Train Loss:0.0018522, Val MRR:0.39248, ice0003_2 +2023-05-18 18:51:08,507 - ice0003_2 - [INFO] - [E:88| 600]: Train Loss:0.0018532, Val MRR:0.39248, ice0003_2 +2023-05-18 18:52:43,278 - ice0003_2 - [INFO] - [E:88| 700]: Train Loss:0.0018539, Val MRR:0.39248, ice0003_2 +2023-05-18 18:54:25,265 - ice0003_2 - [INFO] - [E:88| 800]: Train Loss:0.0018541, Val MRR:0.39248, ice0003_2 +2023-05-18 18:56:07,812 - ice0003_2 - [INFO] - [E:88| 900]: Train Loss:0.0018551, Val MRR:0.39248, ice0003_2 +2023-05-18 18:57:19,462 - ice0003_2 - [INFO] - [Epoch:88]: Training Loss:0.001856 + +2023-05-18 18:57:19,979 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 18:57:42,863 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 18:58:05,599 - ice0003_2 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.41606, Head : 0.36634, Avg : 0.3912 + +2023-05-18 18:58:05,599 - ice0003_2 - [INFO] - [Epoch 88]: Training Loss: 0.0018558, Valid MRR: 0.39248, + + + +2023-05-18 18:58:06,815 - ice0003_2 - [INFO] - [E:89| 0]: Train Loss:0.001853, Val MRR:0.39248, ice0003_2 +2023-05-18 18:59:48,753 - ice0003_2 - [INFO] - [E:89| 100]: Train Loss:0.0018468, Val MRR:0.39248, ice0003_2 +2023-05-18 19:01:22,288 - ice0003_2 - [INFO] - [E:89| 200]: Train Loss:0.0018503, Val MRR:0.39248, ice0003_2 +2023-05-18 19:03:03,520 - ice0003_2 - [INFO] - [E:89| 300]: Train Loss:0.0018505, Val MRR:0.39248, ice0003_2 +2023-05-18 19:04:45,972 - ice0003_2 - [INFO] - [E:89| 400]: Train Loss:0.0018506, Val MRR:0.39248, ice0003_2 +2023-05-18 19:06:29,259 - ice0003_2 - [INFO] - [E:89| 500]: Train Loss:0.0018517, Val MRR:0.39248, ice0003_2 +2023-05-18 19:08:12,623 - ice0003_2 - [INFO] - [E:89| 600]: Train Loss:0.0018523, Val MRR:0.39248, ice0003_2 +2023-05-18 19:09:48,115 - ice0003_2 - [INFO] - [E:89| 700]: Train Loss:0.0018531, Val MRR:0.39248, ice0003_2 +2023-05-18 19:11:28,446 - ice0003_2 - [INFO] - [E:89| 800]: Train Loss:0.0018534, Val MRR:0.39248, ice0003_2 +2023-05-18 19:13:10,502 - ice0003_2 - [INFO] - [E:89| 900]: Train Loss:0.0018538, Val MRR:0.39248, ice0003_2 +2023-05-18 19:14:22,561 - ice0003_2 - [INFO] - [Epoch:89]: Training Loss:0.001855 + +2023-05-18 19:14:23,074 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 19:14:46,182 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 19:15:09,253 - ice0003_2 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.4176, Head : 0.36983, Avg : 0.39372 + MR: Tail : 284.79, Head : 314.3, Avg : 299.54 + Hit-1: Tail : 0.31145, Head : 0.26605, Avg : 0.28875 + Hit-3: Tail : 0.47239, Head : 0.41789, Avg : 0.44514 + Hit-10: Tail : 0.61949, Head : 0.57774, Avg : 0.59862 +2023-05-18 19:15:10,732 - ice0003_2 - [INFO] - [Epoch 89]: Training Loss: 0.0018546, Valid MRR: 0.39372, + + + +2023-05-18 19:15:11,924 - ice0003_2 - [INFO] - [E:90| 0]: Train Loss:0.0018585, Val MRR:0.39372, ice0003_2 +2023-05-18 19:16:54,246 - ice0003_2 - [INFO] - [E:90| 100]: Train Loss:0.0018487, Val MRR:0.39372, ice0003_2 +2023-05-18 19:18:25,665 - ice0003_2 - [INFO] - [E:90| 200]: Train Loss:0.0018478, Val MRR:0.39372, ice0003_2 +2023-05-18 19:20:08,839 - ice0003_2 - [INFO] - [E:90| 300]: Train Loss:0.00185, Val MRR:0.39372, ice0003_2 +2023-05-18 19:21:52,132 - ice0003_2 - [INFO] - [E:90| 400]: Train Loss:0.0018503, Val MRR:0.39372, ice0003_2 +2023-05-18 19:23:36,140 - ice0003_2 - [INFO] - [E:90| 500]: Train Loss:0.0018513, Val MRR:0.39372, ice0003_2 +2023-05-18 19:25:19,889 - ice0003_2 - [INFO] - [E:90| 600]: Train Loss:0.0018518, Val MRR:0.39372, ice0003_2 +2023-05-18 19:26:55,766 - ice0003_2 - [INFO] - [E:90| 700]: Train Loss:0.0018517, Val MRR:0.39372, ice0003_2 +2023-05-18 19:28:35,518 - ice0003_2 - [INFO] - [E:90| 800]: Train Loss:0.0018513, Val MRR:0.39372, ice0003_2 +2023-05-18 19:30:18,485 - ice0003_2 - [INFO] - [E:90| 900]: Train Loss:0.0018517, Val MRR:0.39372, ice0003_2 +2023-05-18 19:31:30,075 - ice0003_2 - [INFO] - [Epoch:90]: Training Loss:0.001852 + +2023-05-18 19:31:30,598 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 19:31:53,067 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 19:32:15,203 - ice0003_2 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.41795, Head : 0.36977, Avg : 0.39386 + +2023-05-18 19:32:16,496 - ice0003_2 - [INFO] - [Epoch 90]: Training Loss: 0.0018523, Valid MRR: 0.39386, + + + +2023-05-18 19:32:17,441 - ice0003_2 - [INFO] - [E:91| 0]: Train Loss:0.0018035, Val MRR:0.39386, ice0003_2 +2023-05-18 19:34:00,526 - ice0003_2 - [INFO] - [E:91| 100]: Train Loss:0.00184, Val MRR:0.39386, ice0003_2 +2023-05-18 19:35:33,321 - ice0003_2 - [INFO] - [E:91| 200]: Train Loss:0.0018403, Val MRR:0.39386, ice0003_2 +2023-05-18 19:37:16,442 - ice0003_2 - [INFO] - [E:91| 300]: Train Loss:0.0018421, Val MRR:0.39386, ice0003_2 +2023-05-18 19:39:01,914 - ice0003_2 - [INFO] - [E:91| 400]: Train Loss:0.0018438, Val MRR:0.39386, ice0003_2 +2023-05-18 19:40:44,145 - ice0003_2 - [INFO] - [E:91| 500]: Train Loss:0.0018459, Val MRR:0.39386, ice0003_2 +2023-05-18 19:42:26,578 - ice0003_2 - [INFO] - [E:91| 600]: Train Loss:0.001847, Val MRR:0.39386, ice0003_2 +2023-05-18 19:44:05,284 - ice0003_2 - [INFO] - [E:91| 700]: Train Loss:0.0018483, Val MRR:0.39386, ice0003_2 +2023-05-18 19:45:40,453 - ice0003_2 - [INFO] - [E:91| 800]: Train Loss:0.001849, Val MRR:0.39386, ice0003_2 +2023-05-18 19:47:21,984 - ice0003_2 - [INFO] - [E:91| 900]: Train Loss:0.0018498, Val MRR:0.39386, ice0003_2 +2023-05-18 19:48:34,347 - ice0003_2 - [INFO] - [Epoch:91]: Training Loss:0.001851 + +2023-05-18 19:48:34,682 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 19:48:58,270 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 19:49:21,059 - ice0003_2 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.41764, Head : 0.36705, Avg : 0.39234 + +2023-05-18 19:49:21,059 - ice0003_2 - [INFO] - [Epoch 91]: Training Loss: 0.0018506, Valid MRR: 0.39386, + + + +2023-05-18 19:49:22,254 - ice0003_2 - [INFO] - [E:92| 0]: Train Loss:0.0018138, Val MRR:0.39386, ice0003_2 +2023-05-18 19:51:04,892 - ice0003_2 - [INFO] - [E:92| 100]: Train Loss:0.0018348, Val MRR:0.39386, ice0003_2 +2023-05-18 19:52:40,142 - ice0003_2 - [INFO] - [E:92| 200]: Train Loss:0.001843, Val MRR:0.39386, ice0003_2 +2023-05-18 19:54:21,491 - ice0003_2 - [INFO] - [E:92| 300]: Train Loss:0.0018448, Val MRR:0.39386, ice0003_2 +2023-05-18 19:56:04,881 - ice0003_2 - [INFO] - [E:92| 400]: Train Loss:0.0018447, Val MRR:0.39386, ice0003_2 +2023-05-18 19:57:49,318 - ice0003_2 - [INFO] - [E:92| 500]: Train Loss:0.0018452, Val MRR:0.39386, ice0003_2 +2023-05-18 19:59:31,759 - ice0003_2 - [INFO] - [E:92| 600]: Train Loss:0.0018455, Val MRR:0.39386, ice0003_2 +2023-05-18 20:01:07,965 - ice0003_2 - [INFO] - [E:92| 700]: Train Loss:0.0018465, Val MRR:0.39386, ice0003_2 +2023-05-18 20:02:45,001 - ice0003_2 - [INFO] - [E:92| 800]: Train Loss:0.0018467, Val MRR:0.39386, ice0003_2 +2023-05-18 20:04:26,844 - ice0003_2 - [INFO] - [E:92| 900]: Train Loss:0.0018474, Val MRR:0.39386, ice0003_2 +2023-05-18 20:05:38,565 - ice0003_2 - [INFO] - [Epoch:92]: Training Loss:0.001848 + +2023-05-18 20:05:38,904 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 20:06:02,556 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 20:06:25,348 - ice0003_2 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.41575, Head : 0.37003, Avg : 0.39289 + +2023-05-18 20:06:25,349 - ice0003_2 - [INFO] - [Epoch 92]: Training Loss: 0.0018485, Valid MRR: 0.39386, + + + +2023-05-18 20:06:26,449 - ice0003_2 - [INFO] - [E:93| 0]: Train Loss:0.0018458, Val MRR:0.39386, ice0003_2 +2023-05-18 20:08:08,680 - ice0003_2 - [INFO] - [E:93| 100]: Train Loss:0.0018408, Val MRR:0.39386, ice0003_2 +2023-05-18 20:09:45,976 - ice0003_2 - [INFO] - [E:93| 200]: Train Loss:0.0018401, Val MRR:0.39386, ice0003_2 +2023-05-18 20:11:23,358 - ice0003_2 - [INFO] - [E:93| 300]: Train Loss:0.0018406, Val MRR:0.39386, ice0003_2 +2023-05-18 20:13:06,601 - ice0003_2 - [INFO] - [E:93| 400]: Train Loss:0.0018414, Val MRR:0.39386, ice0003_2 +2023-05-18 20:14:48,051 - ice0003_2 - [INFO] - [E:93| 500]: Train Loss:0.0018425, Val MRR:0.39386, ice0003_2 +2023-05-18 20:16:29,954 - ice0003_2 - [INFO] - [E:93| 600]: Train Loss:0.0018439, Val MRR:0.39386, ice0003_2 +2023-05-18 20:18:10,665 - ice0003_2 - [INFO] - [E:93| 700]: Train Loss:0.0018446, Val MRR:0.39386, ice0003_2 +2023-05-18 20:19:45,103 - ice0003_2 - [INFO] - [E:93| 800]: Train Loss:0.0018456, Val MRR:0.39386, ice0003_2 +2023-05-18 20:21:27,595 - ice0003_2 - [INFO] - [E:93| 900]: Train Loss:0.0018466, Val MRR:0.39386, ice0003_2 +2023-05-18 20:22:39,286 - ice0003_2 - [INFO] - [Epoch:93]: Training Loss:0.001847 + +2023-05-18 20:22:39,800 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 20:23:02,820 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 20:23:25,919 - ice0003_2 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.41729, Head : 0.3689, Avg : 0.39309 + +2023-05-18 20:23:25,920 - ice0003_2 - [INFO] - [Epoch 93]: Training Loss: 0.0018469, Valid MRR: 0.39386, + + + +2023-05-18 20:23:27,044 - ice0003_2 - [INFO] - [E:94| 0]: Train Loss:0.0018803, Val MRR:0.39386, ice0003_2 +2023-05-18 20:25:09,548 - ice0003_2 - [INFO] - [E:94| 100]: Train Loss:0.0018413, Val MRR:0.39386, ice0003_2 +2023-05-18 20:26:54,303 - ice0003_2 - [INFO] - [E:94| 200]: Train Loss:0.0018397, Val MRR:0.39386, ice0003_2 +2023-05-18 20:28:26,009 - ice0003_2 - [INFO] - [E:94| 300]: Train Loss:0.0018407, Val MRR:0.39386, ice0003_2 +2023-05-18 20:30:07,859 - ice0003_2 - [INFO] - [E:94| 400]: Train Loss:0.0018409, Val MRR:0.39386, ice0003_2 +2023-05-18 20:31:50,344 - ice0003_2 - [INFO] - [E:94| 500]: Train Loss:0.0018403, Val MRR:0.39386, ice0003_2 +2023-05-18 20:33:32,489 - ice0003_2 - [INFO] - [E:94| 600]: Train Loss:0.0018413, Val MRR:0.39386, ice0003_2 +2023-05-18 20:35:14,549 - ice0003_2 - [INFO] - [E:94| 700]: Train Loss:0.0018422, Val MRR:0.39386, ice0003_2 +2023-05-18 20:36:46,775 - ice0003_2 - [INFO] - [E:94| 800]: Train Loss:0.0018435, Val MRR:0.39386, ice0003_2 +2023-05-18 20:38:28,115 - ice0003_2 - [INFO] - [E:94| 900]: Train Loss:0.0018446, Val MRR:0.39386, ice0003_2 +2023-05-18 20:39:39,638 - ice0003_2 - [INFO] - [Epoch:94]: Training Loss:0.001845 + +2023-05-18 20:39:40,013 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 20:40:03,519 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 20:40:26,130 - ice0003_2 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.41749, Head : 0.37123, Avg : 0.39436 + +2023-05-18 20:40:27,700 - ice0003_2 - [INFO] - [Epoch 94]: Training Loss: 0.0018454, Valid MRR: 0.39436, + + + +2023-05-18 20:40:28,760 - ice0003_2 - [INFO] - [E:95| 0]: Train Loss:0.0018683, Val MRR:0.39436, ice0003_2 +2023-05-18 20:42:10,927 - ice0003_2 - [INFO] - [E:95| 100]: Train Loss:0.0018387, Val MRR:0.39436, ice0003_2 +2023-05-18 20:43:52,466 - ice0003_2 - [INFO] - [E:95| 200]: Train Loss:0.0018386, Val MRR:0.39436, ice0003_2 +2023-05-18 20:45:24,339 - ice0003_2 - [INFO] - [E:95| 300]: Train Loss:0.0018388, Val MRR:0.39436, ice0003_2 +2023-05-18 20:47:07,575 - ice0003_2 - [INFO] - [E:95| 400]: Train Loss:0.001839, Val MRR:0.39436, ice0003_2 +2023-05-18 20:48:50,868 - ice0003_2 - [INFO] - [E:95| 500]: Train Loss:0.0018397, Val MRR:0.39436, ice0003_2 +2023-05-18 20:50:34,494 - ice0003_2 - [INFO] - [E:95| 600]: Train Loss:0.0018408, Val MRR:0.39436, ice0003_2 +2023-05-18 20:52:17,587 - ice0003_2 - [INFO] - [E:95| 700]: Train Loss:0.0018411, Val MRR:0.39436, ice0003_2 +2023-05-18 20:53:49,706 - ice0003_2 - [INFO] - [E:95| 800]: Train Loss:0.0018421, Val MRR:0.39436, ice0003_2 +2023-05-18 20:55:32,273 - ice0003_2 - [INFO] - [E:95| 900]: Train Loss:0.001843, Val MRR:0.39436, ice0003_2 +2023-05-18 20:56:43,819 - ice0003_2 - [INFO] - [Epoch:95]: Training Loss:0.001844 + +2023-05-18 20:56:44,167 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 20:57:06,871 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 20:57:29,100 - ice0003_2 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.41836, Head : 0.37123, Avg : 0.3948 + +2023-05-18 20:57:30,466 - ice0003_2 - [INFO] - [Epoch 95]: Training Loss: 0.0018435, Valid MRR: 0.3948, + + + +2023-05-18 20:57:31,675 - ice0003_2 - [INFO] - [E:96| 0]: Train Loss:0.0018656, Val MRR:0.3948, ice0003_2 +2023-05-18 20:59:13,120 - ice0003_2 - [INFO] - [E:96| 100]: Train Loss:0.0018351, Val MRR:0.3948, ice0003_2 +2023-05-18 21:00:54,542 - ice0003_2 - [INFO] - [E:96| 200]: Train Loss:0.0018363, Val MRR:0.3948, ice0003_2 +2023-05-18 21:02:26,343 - ice0003_2 - [INFO] - [E:96| 300]: Train Loss:0.0018373, Val MRR:0.3948, ice0003_2 +2023-05-18 21:04:08,440 - ice0003_2 - [INFO] - [E:96| 400]: Train Loss:0.0018377, Val MRR:0.3948, ice0003_2 +2023-05-18 21:05:50,300 - ice0003_2 - [INFO] - [E:96| 500]: Train Loss:0.0018389, Val MRR:0.3948, ice0003_2 +2023-05-18 21:07:32,255 - ice0003_2 - [INFO] - [E:96| 600]: Train Loss:0.0018389, Val MRR:0.3948, ice0003_2 +2023-05-18 21:09:13,907 - ice0003_2 - [INFO] - [E:96| 700]: Train Loss:0.0018397, Val MRR:0.3948, ice0003_2 +2023-05-18 21:10:46,120 - ice0003_2 - [INFO] - [E:96| 800]: Train Loss:0.0018403, Val MRR:0.3948, ice0003_2 +2023-05-18 21:12:27,671 - ice0003_2 - [INFO] - [E:96| 900]: Train Loss:0.001841, Val MRR:0.3948, ice0003_2 +2023-05-18 21:13:38,898 - ice0003_2 - [INFO] - [Epoch:96]: Training Loss:0.001842 + +2023-05-18 21:13:39,250 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 21:14:05,494 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 21:14:28,730 - ice0003_2 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.41766, Head : 0.3699, Avg : 0.39378 + +2023-05-18 21:14:28,730 - ice0003_2 - [INFO] - [Epoch 96]: Training Loss: 0.0018417, Valid MRR: 0.3948, + + + +2023-05-18 21:14:29,505 - ice0003_2 - [INFO] - [E:97| 0]: Train Loss:0.0018301, Val MRR:0.3948, ice0003_2 +2023-05-18 21:16:12,418 - ice0003_2 - [INFO] - [E:97| 100]: Train Loss:0.0018307, Val MRR:0.3948, ice0003_2 +2023-05-18 21:17:55,438 - ice0003_2 - [INFO] - [E:97| 200]: Train Loss:0.0018314, Val MRR:0.3948, ice0003_2 +2023-05-18 21:19:27,688 - ice0003_2 - [INFO] - [E:97| 300]: Train Loss:0.0018345, Val MRR:0.3948, ice0003_2 +2023-05-18 21:21:10,618 - ice0003_2 - [INFO] - [E:97| 400]: Train Loss:0.0018346, Val MRR:0.3948, ice0003_2 +2023-05-18 21:22:53,861 - ice0003_2 - [INFO] - [E:97| 500]: Train Loss:0.0018363, Val MRR:0.3948, ice0003_2 +2023-05-18 21:24:37,398 - ice0003_2 - [INFO] - [E:97| 600]: Train Loss:0.001837, Val MRR:0.3948, ice0003_2 +2023-05-18 21:26:19,374 - ice0003_2 - [INFO] - [E:97| 700]: Train Loss:0.0018378, Val MRR:0.3948, ice0003_2 +2023-05-18 21:27:50,833 - ice0003_2 - [INFO] - [E:97| 800]: Train Loss:0.0018385, Val MRR:0.3948, ice0003_2 +2023-05-18 21:29:33,260 - ice0003_2 - [INFO] - [E:97| 900]: Train Loss:0.0018397, Val MRR:0.3948, ice0003_2 +2023-05-18 21:30:45,373 - ice0003_2 - [INFO] - [Epoch:97]: Training Loss:0.00184 + +2023-05-18 21:30:45,639 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 21:31:08,689 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 21:31:31,419 - ice0003_2 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.41962, Head : 0.36948, Avg : 0.39455 + +2023-05-18 21:31:31,419 - ice0003_2 - [INFO] - [Epoch 97]: Training Loss: 0.0018399, Valid MRR: 0.3948, + + + +2023-05-18 21:31:32,566 - ice0003_2 - [INFO] - [E:98| 0]: Train Loss:0.0018543, Val MRR:0.3948, ice0003_2 +2023-05-18 21:33:14,928 - ice0003_2 - [INFO] - [E:98| 100]: Train Loss:0.0018312, Val MRR:0.3948, ice0003_2 +2023-05-18 21:34:57,180 - ice0003_2 - [INFO] - [E:98| 200]: Train Loss:0.0018352, Val MRR:0.3948, ice0003_2 +2023-05-18 21:36:29,592 - ice0003_2 - [INFO] - [E:98| 300]: Train Loss:0.0018352, Val MRR:0.3948, ice0003_2 +2023-05-18 21:38:13,113 - ice0003_2 - [INFO] - [E:98| 400]: Train Loss:0.0018356, Val MRR:0.3948, ice0003_2 +2023-05-18 21:39:56,329 - ice0003_2 - [INFO] - [E:98| 500]: Train Loss:0.0018354, Val MRR:0.3948, ice0003_2 +2023-05-18 21:41:38,295 - ice0003_2 - [INFO] - [E:98| 600]: Train Loss:0.001836, Val MRR:0.3948, ice0003_2 +2023-05-18 21:43:20,660 - ice0003_2 - [INFO] - [E:98| 700]: Train Loss:0.0018359, Val MRR:0.3948, ice0003_2 +2023-05-18 21:44:52,808 - ice0003_2 - [INFO] - [E:98| 800]: Train Loss:0.0018366, Val MRR:0.3948, ice0003_2 +2023-05-18 21:46:35,243 - ice0003_2 - [INFO] - [E:98| 900]: Train Loss:0.0018383, Val MRR:0.3948, ice0003_2 +2023-05-18 21:47:47,166 - ice0003_2 - [INFO] - [Epoch:98]: Training Loss:0.001839 + +2023-05-18 21:47:47,563 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 21:48:10,870 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 21:48:33,613 - ice0003_2 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.4194, Head : 0.3716, Avg : 0.3955 + +2023-05-18 21:48:34,860 - ice0003_2 - [INFO] - [Epoch 98]: Training Loss: 0.0018386, Valid MRR: 0.3955, + + + +2023-05-18 21:48:36,092 - ice0003_2 - [INFO] - [E:99| 0]: Train Loss:0.0018251, Val MRR:0.3955, ice0003_2 +2023-05-18 21:50:18,102 - ice0003_2 - [INFO] - [E:99| 100]: Train Loss:0.001826, Val MRR:0.3955, ice0003_2 +2023-05-18 21:52:00,255 - ice0003_2 - [INFO] - [E:99| 200]: Train Loss:0.00183, Val MRR:0.3955, ice0003_2 +2023-05-18 21:53:32,422 - ice0003_2 - [INFO] - [E:99| 300]: Train Loss:0.0018297, Val MRR:0.3955, ice0003_2 +2023-05-18 21:55:14,218 - ice0003_2 - [INFO] - [E:99| 400]: Train Loss:0.0018316, Val MRR:0.3955, ice0003_2 +2023-05-18 21:56:55,547 - ice0003_2 - [INFO] - [E:99| 500]: Train Loss:0.0018334, Val MRR:0.3955, ice0003_2 +2023-05-18 21:58:37,510 - ice0003_2 - [INFO] - [E:99| 600]: Train Loss:0.0018339, Val MRR:0.3955, ice0003_2 +2023-05-18 22:00:19,048 - ice0003_2 - [INFO] - [E:99| 700]: Train Loss:0.0018342, Val MRR:0.3955, ice0003_2 +2023-05-18 22:01:55,073 - ice0003_2 - [INFO] - [E:99| 800]: Train Loss:0.001835, Val MRR:0.3955, ice0003_2 +2023-05-18 22:03:35,454 - ice0003_2 - [INFO] - [E:99| 900]: Train Loss:0.0018362, Val MRR:0.3955, ice0003_2 +2023-05-18 22:04:47,505 - ice0003_2 - [INFO] - [Epoch:99]: Training Loss:0.001836 + +2023-05-18 22:04:47,856 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 22:05:11,441 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 22:05:34,497 - ice0003_2 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.4178, Head : 0.37275, Avg : 0.39527 + MR: Tail : 298.02, Head : 318.92, Avg : 308.47 + Hit-1: Tail : 0.31072, Head : 0.27042, Avg : 0.29057 + Hit-3: Tail : 0.47032, Head : 0.41473, Avg : 0.44253 + Hit-10: Tail : 0.62204, Head : 0.57968, Avg : 0.60086 +2023-05-18 22:05:34,497 - ice0003_2 - [INFO] - [Epoch 99]: Training Loss: 0.0018364, Valid MRR: 0.3955, + + + +2023-05-18 22:05:35,365 - ice0003_2 - [INFO] - [E:100| 0]: Train Loss:0.0018075, Val MRR:0.3955, ice0003_2 +2023-05-18 22:07:18,214 - ice0003_2 - [INFO] - [E:100| 100]: Train Loss:0.0018312, Val MRR:0.3955, ice0003_2 +2023-05-18 22:09:00,274 - ice0003_2 - [INFO] - [E:100| 200]: Train Loss:0.0018312, Val MRR:0.3955, ice0003_2 +2023-05-18 22:10:32,647 - ice0003_2 - [INFO] - [E:100| 300]: Train Loss:0.001831, Val MRR:0.3955, ice0003_2 +2023-05-18 22:12:13,898 - ice0003_2 - [INFO] - [E:100| 400]: Train Loss:0.001831, Val MRR:0.3955, ice0003_2 +2023-05-18 22:13:56,180 - ice0003_2 - [INFO] - [E:100| 500]: Train Loss:0.0018321, Val MRR:0.3955, ice0003_2 +2023-05-18 22:15:38,543 - ice0003_2 - [INFO] - [E:100| 600]: Train Loss:0.0018317, Val MRR:0.3955, ice0003_2 +2023-05-18 22:17:20,452 - ice0003_2 - [INFO] - [E:100| 700]: Train Loss:0.0018323, Val MRR:0.3955, ice0003_2 +2023-05-18 22:19:01,248 - ice0003_2 - [INFO] - [E:100| 800]: Train Loss:0.0018334, Val MRR:0.3955, ice0003_2 +2023-05-18 22:20:35,771 - ice0003_2 - [INFO] - [E:100| 900]: Train Loss:0.0018339, Val MRR:0.3955, ice0003_2 +2023-05-18 22:21:48,636 - ice0003_2 - [INFO] - [Epoch:100]: Training Loss:0.001835 + +2023-05-18 22:21:48,899 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 22:22:12,399 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 22:22:35,456 - ice0003_2 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.41927, Head : 0.3706, Avg : 0.39493 + +2023-05-18 22:22:35,456 - ice0003_2 - [INFO] - [Epoch 100]: Training Loss: 0.0018347, Valid MRR: 0.3955, + + + +2023-05-18 22:22:36,642 - ice0003_2 - [INFO] - [E:101| 0]: Train Loss:0.0019068, Val MRR:0.3955, ice0003_2 +2023-05-18 22:24:18,748 - ice0003_2 - [INFO] - [E:101| 100]: Train Loss:0.0018261, Val MRR:0.3955, ice0003_2 +2023-05-18 22:26:00,697 - ice0003_2 - [INFO] - [E:101| 200]: Train Loss:0.0018274, Val MRR:0.3955, ice0003_2 +2023-05-18 22:27:37,499 - ice0003_2 - [INFO] - [E:101| 300]: Train Loss:0.0018293, Val MRR:0.3955, ice0003_2 +2023-05-18 22:29:16,599 - ice0003_2 - [INFO] - [E:101| 400]: Train Loss:0.0018291, Val MRR:0.3955, ice0003_2 +2023-05-18 22:30:59,556 - ice0003_2 - [INFO] - [E:101| 500]: Train Loss:0.0018298, Val MRR:0.3955, ice0003_2 +2023-05-18 22:32:42,889 - ice0003_2 - [INFO] - [E:101| 600]: Train Loss:0.0018298, Val MRR:0.3955, ice0003_2 +2023-05-18 22:34:26,570 - ice0003_2 - [INFO] - [E:101| 700]: Train Loss:0.0018299, Val MRR:0.3955, ice0003_2 +2023-05-18 22:36:09,028 - ice0003_2 - [INFO] - [E:101| 800]: Train Loss:0.0018312, Val MRR:0.3955, ice0003_2 +2023-05-18 22:37:42,253 - ice0003_2 - [INFO] - [E:101| 900]: Train Loss:0.0018322, Val MRR:0.3955, ice0003_2 +2023-05-18 22:38:52,970 - ice0003_2 - [INFO] - [Epoch:101]: Training Loss:0.001833 + +2023-05-18 22:38:53,366 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 22:39:15,826 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 22:39:38,116 - ice0003_2 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.41848, Head : 0.37248, Avg : 0.39548 + +2023-05-18 22:39:38,116 - ice0003_2 - [INFO] - [Epoch 101]: Training Loss: 0.0018329, Valid MRR: 0.3955, + + + +2023-05-18 22:39:39,275 - ice0003_2 - [INFO] - [E:102| 0]: Train Loss:0.0018443, Val MRR:0.3955, ice0003_2 +2023-05-18 22:41:21,157 - ice0003_2 - [INFO] - [E:102| 100]: Train Loss:0.0018211, Val MRR:0.3955, ice0003_2 +2023-05-18 22:43:02,912 - ice0003_2 - [INFO] - [E:102| 200]: Train Loss:0.0018228, Val MRR:0.3955, ice0003_2 +2023-05-18 22:44:41,926 - ice0003_2 - [INFO] - [E:102| 300]: Train Loss:0.0018239, Val MRR:0.3955, ice0003_2 +2023-05-18 22:46:17,254 - ice0003_2 - [INFO] - [E:102| 400]: Train Loss:0.0018252, Val MRR:0.3955, ice0003_2 +2023-05-18 22:48:00,018 - ice0003_2 - [INFO] - [E:102| 500]: Train Loss:0.001828, Val MRR:0.3955, ice0003_2 +2023-05-18 22:49:45,408 - ice0003_2 - [INFO] - [E:102| 600]: Train Loss:0.0018284, Val MRR:0.3955, ice0003_2 +2023-05-18 22:51:29,217 - ice0003_2 - [INFO] - [E:102| 700]: Train Loss:0.0018297, Val MRR:0.3955, ice0003_2 +2023-05-18 22:53:11,268 - ice0003_2 - [INFO] - [E:102| 800]: Train Loss:0.0018303, Val MRR:0.3955, ice0003_2 +2023-05-18 22:54:43,029 - ice0003_2 - [INFO] - [E:102| 900]: Train Loss:0.0018308, Val MRR:0.3955, ice0003_2 +2023-05-18 22:55:55,188 - ice0003_2 - [INFO] - [Epoch:102]: Training Loss:0.001832 + +2023-05-18 22:55:55,562 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 22:56:19,129 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 22:56:41,863 - ice0003_2 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.41993, Head : 0.37273, Avg : 0.39633 + +2023-05-18 22:56:43,148 - ice0003_2 - [INFO] - [Epoch 102]: Training Loss: 0.0018317, Valid MRR: 0.39633, + + + +2023-05-18 22:56:44,223 - ice0003_2 - [INFO] - [E:103| 0]: Train Loss:0.0018551, Val MRR:0.39633, ice0003_2 +2023-05-18 22:58:27,040 - ice0003_2 - [INFO] - [E:103| 100]: Train Loss:0.0018201, Val MRR:0.39633, ice0003_2 +2023-05-18 23:00:09,572 - ice0003_2 - [INFO] - [E:103| 200]: Train Loss:0.0018217, Val MRR:0.39633, ice0003_2 +2023-05-18 23:01:51,674 - ice0003_2 - [INFO] - [E:103| 300]: Train Loss:0.0018232, Val MRR:0.39633, ice0003_2 +2023-05-18 23:03:24,642 - ice0003_2 - [INFO] - [E:103| 400]: Train Loss:0.001825, Val MRR:0.39633, ice0003_2 +2023-05-18 23:05:08,215 - ice0003_2 - [INFO] - [E:103| 500]: Train Loss:0.0018262, Val MRR:0.39633, ice0003_2 +2023-05-18 23:06:50,905 - ice0003_2 - [INFO] - [E:103| 600]: Train Loss:0.0018269, Val MRR:0.39633, ice0003_2 +2023-05-18 23:08:32,978 - ice0003_2 - [INFO] - [E:103| 700]: Train Loss:0.0018276, Val MRR:0.39633, ice0003_2 +2023-05-18 23:10:16,683 - ice0003_2 - [INFO] - [E:103| 800]: Train Loss:0.0018287, Val MRR:0.39633, ice0003_2 +2023-05-18 23:11:49,323 - ice0003_2 - [INFO] - [E:103| 900]: Train Loss:0.001829, Val MRR:0.39633, ice0003_2 +2023-05-18 23:13:01,121 - ice0003_2 - [INFO] - [Epoch:103]: Training Loss:0.00183 + +2023-05-18 23:13:01,624 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 23:13:25,238 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 23:13:47,839 - ice0003_2 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.41741, Head : 0.37297, Avg : 0.39519 + +2023-05-18 23:13:47,839 - ice0003_2 - [INFO] - [Epoch 103]: Training Loss: 0.0018296, Valid MRR: 0.39633, + + + +2023-05-18 23:13:48,984 - ice0003_2 - [INFO] - [E:104| 0]: Train Loss:0.0018036, Val MRR:0.39633, ice0003_2 +2023-05-18 23:15:31,497 - ice0003_2 - [INFO] - [E:104| 100]: Train Loss:0.0018194, Val MRR:0.39633, ice0003_2 +2023-05-18 23:17:14,168 - ice0003_2 - [INFO] - [E:104| 200]: Train Loss:0.0018205, Val MRR:0.39633, ice0003_2 +2023-05-18 23:18:56,780 - ice0003_2 - [INFO] - [E:104| 300]: Train Loss:0.001823, Val MRR:0.39633, ice0003_2 +2023-05-18 23:20:29,012 - ice0003_2 - [INFO] - [E:104| 400]: Train Loss:0.0018238, Val MRR:0.39633, ice0003_2 +2023-05-18 23:22:10,455 - ice0003_2 - [INFO] - [E:104| 500]: Train Loss:0.0018244, Val MRR:0.39633, ice0003_2 +2023-05-18 23:23:53,339 - ice0003_2 - [INFO] - [E:104| 600]: Train Loss:0.0018266, Val MRR:0.39633, ice0003_2 +2023-05-18 23:25:36,523 - ice0003_2 - [INFO] - [E:104| 700]: Train Loss:0.0018278, Val MRR:0.39633, ice0003_2 +2023-05-18 23:27:19,730 - ice0003_2 - [INFO] - [E:104| 800]: Train Loss:0.0018286, Val MRR:0.39633, ice0003_2 +2023-05-18 23:28:52,549 - ice0003_2 - [INFO] - [E:104| 900]: Train Loss:0.001829, Val MRR:0.39633, ice0003_2 +2023-05-18 23:30:04,608 - ice0003_2 - [INFO] - [Epoch:104]: Training Loss:0.001829 + +2023-05-18 23:30:04,940 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 23:30:28,478 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 23:30:50,967 - ice0003_2 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.41807, Head : 0.3726, Avg : 0.39533 + +2023-05-18 23:30:50,967 - ice0003_2 - [INFO] - [Epoch 104]: Training Loss: 0.0018287, Valid MRR: 0.39633, + + + +2023-05-18 23:30:52,167 - ice0003_2 - [INFO] - [E:105| 0]: Train Loss:0.0017893, Val MRR:0.39633, ice0003_2 +2023-05-18 23:32:34,909 - ice0003_2 - [INFO] - [E:105| 100]: Train Loss:0.0018209, Val MRR:0.39633, ice0003_2 +2023-05-18 23:34:17,255 - ice0003_2 - [INFO] - [E:105| 200]: Train Loss:0.0018223, Val MRR:0.39633, ice0003_2 +2023-05-18 23:35:58,645 - ice0003_2 - [INFO] - [E:105| 300]: Train Loss:0.0018237, Val MRR:0.39633, ice0003_2 +2023-05-18 23:37:32,732 - ice0003_2 - [INFO] - [E:105| 400]: Train Loss:0.0018231, Val MRR:0.39633, ice0003_2 +2023-05-18 23:39:15,106 - ice0003_2 - [INFO] - [E:105| 500]: Train Loss:0.0018242, Val MRR:0.39633, ice0003_2 +2023-05-18 23:40:57,432 - ice0003_2 - [INFO] - [E:105| 600]: Train Loss:0.0018246, Val MRR:0.39633, ice0003_2 +2023-05-18 23:42:39,640 - ice0003_2 - [INFO] - [E:105| 700]: Train Loss:0.0018248, Val MRR:0.39633, ice0003_2 +2023-05-18 23:44:22,275 - ice0003_2 - [INFO] - [E:105| 800]: Train Loss:0.0018252, Val MRR:0.39633, ice0003_2 +2023-05-18 23:45:54,126 - ice0003_2 - [INFO] - [E:105| 900]: Train Loss:0.0018261, Val MRR:0.39633, ice0003_2 +2023-05-18 23:47:06,514 - ice0003_2 - [INFO] - [Epoch:105]: Training Loss:0.001827 + +2023-05-18 23:47:06,776 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-18 23:47:30,212 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-18 23:47:53,141 - ice0003_2 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.41878, Head : 0.37184, Avg : 0.39531 + +2023-05-18 23:47:53,141 - ice0003_2 - [INFO] - [Epoch 105]: Training Loss: 0.0018265, Valid MRR: 0.39633, + + + +2023-05-18 23:47:54,293 - ice0003_2 - [INFO] - [E:106| 0]: Train Loss:0.0018314, Val MRR:0.39633, ice0003_2 +2023-05-18 23:49:36,239 - ice0003_2 - [INFO] - [E:106| 100]: Train Loss:0.0018169, Val MRR:0.39633, ice0003_2 +2023-05-18 23:51:17,913 - ice0003_2 - [INFO] - [E:106| 200]: Train Loss:0.0018218, Val MRR:0.39633, ice0003_2 +2023-05-18 23:53:00,292 - ice0003_2 - [INFO] - [E:106| 300]: Train Loss:0.0018213, Val MRR:0.39633, ice0003_2 +2023-05-18 23:54:32,837 - ice0003_2 - [INFO] - [E:106| 400]: Train Loss:0.0018221, Val MRR:0.39633, ice0003_2 +2023-05-18 23:56:16,557 - ice0003_2 - [INFO] - [E:106| 500]: Train Loss:0.0018228, Val MRR:0.39633, ice0003_2 +2023-05-18 23:57:58,984 - ice0003_2 - [INFO] - [E:106| 600]: Train Loss:0.0018238, Val MRR:0.39633, ice0003_2 +2023-05-18 23:59:41,745 - ice0003_2 - [INFO] - [E:106| 700]: Train Loss:0.0018234, Val MRR:0.39633, ice0003_2 +2023-05-19 00:01:24,426 - ice0003_2 - [INFO] - [E:106| 800]: Train Loss:0.0018238, Val MRR:0.39633, ice0003_2 +2023-05-19 00:02:56,714 - ice0003_2 - [INFO] - [E:106| 900]: Train Loss:0.0018243, Val MRR:0.39633, ice0003_2 +2023-05-19 00:04:08,889 - ice0003_2 - [INFO] - [Epoch:106]: Training Loss:0.001825 + +2023-05-19 00:04:09,411 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 00:04:32,287 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 00:04:54,906 - ice0003_2 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.41937, Head : 0.37181, Avg : 0.39559 + +2023-05-19 00:04:54,907 - ice0003_2 - [INFO] - [Epoch 106]: Training Loss: 0.0018251, Valid MRR: 0.39633, + + + +2023-05-19 00:04:56,011 - ice0003_2 - [INFO] - [E:107| 0]: Train Loss:0.0018761, Val MRR:0.39633, ice0003_2 +2023-05-19 00:06:37,820 - ice0003_2 - [INFO] - [E:107| 100]: Train Loss:0.0018124, Val MRR:0.39633, ice0003_2 +2023-05-19 00:08:20,753 - ice0003_2 - [INFO] - [E:107| 200]: Train Loss:0.0018154, Val MRR:0.39633, ice0003_2 +2023-05-19 00:10:03,184 - ice0003_2 - [INFO] - [E:107| 300]: Train Loss:0.0018167, Val MRR:0.39633, ice0003_2 +2023-05-19 00:11:35,487 - ice0003_2 - [INFO] - [E:107| 400]: Train Loss:0.0018175, Val MRR:0.39633, ice0003_2 +2023-05-19 00:13:18,116 - ice0003_2 - [INFO] - [E:107| 500]: Train Loss:0.0018196, Val MRR:0.39633, ice0003_2 +2023-05-19 00:15:00,897 - ice0003_2 - [INFO] - [E:107| 600]: Train Loss:0.0018204, Val MRR:0.39633, ice0003_2 +2023-05-19 00:16:43,497 - ice0003_2 - [INFO] - [E:107| 700]: Train Loss:0.001821, Val MRR:0.39633, ice0003_2 +2023-05-19 00:18:25,797 - ice0003_2 - [INFO] - [E:107| 800]: Train Loss:0.0018221, Val MRR:0.39633, ice0003_2 +2023-05-19 00:19:57,081 - ice0003_2 - [INFO] - [E:107| 900]: Train Loss:0.001823, Val MRR:0.39633, ice0003_2 +2023-05-19 00:21:09,106 - ice0003_2 - [INFO] - [Epoch:107]: Training Loss:0.001824 + +2023-05-19 00:21:09,387 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 00:21:32,435 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 00:21:55,411 - ice0003_2 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.41909, Head : 0.3728, Avg : 0.39595 + +2023-05-19 00:21:55,411 - ice0003_2 - [INFO] - [Epoch 107]: Training Loss: 0.0018236, Valid MRR: 0.39633, + + + +2023-05-19 00:21:56,215 - ice0003_2 - [INFO] - [E:108| 0]: Train Loss:0.0018403, Val MRR:0.39633, ice0003_2 +2023-05-19 00:23:38,247 - ice0003_2 - [INFO] - [E:108| 100]: Train Loss:0.0018163, Val MRR:0.39633, ice0003_2 +2023-05-19 00:25:23,143 - ice0003_2 - [INFO] - [E:108| 200]: Train Loss:0.0018154, Val MRR:0.39633, ice0003_2 +2023-05-19 00:27:05,180 - ice0003_2 - [INFO] - [E:108| 300]: Train Loss:0.001817, Val MRR:0.39633, ice0003_2 +2023-05-19 00:28:37,347 - ice0003_2 - [INFO] - [E:108| 400]: Train Loss:0.0018187, Val MRR:0.39633, ice0003_2 +2023-05-19 00:30:19,444 - ice0003_2 - [INFO] - [E:108| 500]: Train Loss:0.0018195, Val MRR:0.39633, ice0003_2 +2023-05-19 00:32:01,238 - ice0003_2 - [INFO] - [E:108| 600]: Train Loss:0.0018205, Val MRR:0.39633, ice0003_2 +2023-05-19 00:33:42,045 - ice0003_2 - [INFO] - [E:108| 700]: Train Loss:0.0018218, Val MRR:0.39633, ice0003_2 +2023-05-19 00:35:24,333 - ice0003_2 - [INFO] - [E:108| 800]: Train Loss:0.0018216, Val MRR:0.39633, ice0003_2 +2023-05-19 00:36:56,828 - ice0003_2 - [INFO] - [E:108| 900]: Train Loss:0.001822, Val MRR:0.39633, ice0003_2 +2023-05-19 00:38:08,458 - ice0003_2 - [INFO] - [Epoch:108]: Training Loss:0.001822 + +2023-05-19 00:38:08,720 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 00:38:32,488 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 00:38:55,428 - ice0003_2 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.42037, Head : 0.37093, Avg : 0.39565 + +2023-05-19 00:38:55,428 - ice0003_2 - [INFO] - [Epoch 108]: Training Loss: 0.0018224, Valid MRR: 0.39633, + + + +2023-05-19 00:38:56,640 - ice0003_2 - [INFO] - [E:109| 0]: Train Loss:0.0018085, Val MRR:0.39633, ice0003_2 +2023-05-19 00:40:38,531 - ice0003_2 - [INFO] - [E:109| 100]: Train Loss:0.00181, Val MRR:0.39633, ice0003_2 +2023-05-19 00:42:20,856 - ice0003_2 - [INFO] - [E:109| 200]: Train Loss:0.0018114, Val MRR:0.39633, ice0003_2 +2023-05-19 00:44:02,988 - ice0003_2 - [INFO] - [E:109| 300]: Train Loss:0.0018144, Val MRR:0.39633, ice0003_2 +2023-05-19 00:45:35,180 - ice0003_2 - [INFO] - [E:109| 400]: Train Loss:0.001815, Val MRR:0.39633, ice0003_2 +2023-05-19 00:47:17,454 - ice0003_2 - [INFO] - [E:109| 500]: Train Loss:0.0018172, Val MRR:0.39633, ice0003_2 +2023-05-19 00:48:58,753 - ice0003_2 - [INFO] - [E:109| 600]: Train Loss:0.0018175, Val MRR:0.39633, ice0003_2 +2023-05-19 00:50:41,040 - ice0003_2 - [INFO] - [E:109| 700]: Train Loss:0.001818, Val MRR:0.39633, ice0003_2 +2023-05-19 00:52:23,449 - ice0003_2 - [INFO] - [E:109| 800]: Train Loss:0.0018191, Val MRR:0.39633, ice0003_2 +2023-05-19 00:53:55,384 - ice0003_2 - [INFO] - [E:109| 900]: Train Loss:0.0018199, Val MRR:0.39633, ice0003_2 +2023-05-19 00:55:07,659 - ice0003_2 - [INFO] - [Epoch:109]: Training Loss:0.001821 + +2023-05-19 00:55:07,983 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 00:55:30,909 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 00:55:54,078 - ice0003_2 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.42099, Head : 0.37067, Avg : 0.39583 + MR: Tail : 309.03, Head : 332.04, Avg : 320.54 + Hit-1: Tail : 0.31569, Head : 0.26617, Avg : 0.29093 + Hit-3: Tail : 0.47178, Head : 0.4185, Avg : 0.44514 + Hit-10: Tail : 0.62398, Head : 0.57871, Avg : 0.60135 +2023-05-19 00:55:54,079 - ice0003_2 - [INFO] - [Epoch 109]: Training Loss: 0.0018206, Valid MRR: 0.39633, + + + +2023-05-19 00:55:54,891 - ice0003_2 - [INFO] - [E:110| 0]: Train Loss:0.0018133, Val MRR:0.39633, ice0003_2 +2023-05-19 00:57:37,652 - ice0003_2 - [INFO] - [E:110| 100]: Train Loss:0.00181, Val MRR:0.39633, ice0003_2 +2023-05-19 00:59:20,610 - ice0003_2 - [INFO] - [E:110| 200]: Train Loss:0.0018114, Val MRR:0.39633, ice0003_2 +2023-05-19 01:01:04,402 - ice0003_2 - [INFO] - [E:110| 300]: Train Loss:0.0018125, Val MRR:0.39633, ice0003_2 +2023-05-19 01:02:35,939 - ice0003_2 - [INFO] - [E:110| 400]: Train Loss:0.0018144, Val MRR:0.39633, ice0003_2 +2023-05-19 01:04:18,905 - ice0003_2 - [INFO] - [E:110| 500]: Train Loss:0.0018156, Val MRR:0.39633, ice0003_2 +2023-05-19 01:06:02,478 - ice0003_2 - [INFO] - [E:110| 600]: Train Loss:0.0018163, Val MRR:0.39633, ice0003_2 +2023-05-19 01:07:46,347 - ice0003_2 - [INFO] - [E:110| 700]: Train Loss:0.0018168, Val MRR:0.39633, ice0003_2 +2023-05-19 01:09:29,872 - ice0003_2 - [INFO] - [E:110| 800]: Train Loss:0.0018177, Val MRR:0.39633, ice0003_2 +2023-05-19 01:11:02,927 - ice0003_2 - [INFO] - [E:110| 900]: Train Loss:0.0018186, Val MRR:0.39633, ice0003_2 +2023-05-19 01:12:17,552 - ice0003_2 - [INFO] - [Epoch:110]: Training Loss:0.001819 + +2023-05-19 01:12:17,840 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 01:12:40,689 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 01:13:03,685 - ice0003_2 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.42042, Head : 0.37266, Avg : 0.39654 + +2023-05-19 01:13:05,042 - ice0003_2 - [INFO] - [Epoch 110]: Training Loss: 0.0018187, Valid MRR: 0.39654, + + + +2023-05-19 01:13:06,241 - ice0003_2 - [INFO] - [E:111| 0]: Train Loss:0.0018196, Val MRR:0.39654, ice0003_2 +2023-05-19 01:14:49,340 - ice0003_2 - [INFO] - [E:111| 100]: Train Loss:0.0018115, Val MRR:0.39654, ice0003_2 +2023-05-19 01:16:31,458 - ice0003_2 - [INFO] - [E:111| 200]: Train Loss:0.0018127, Val MRR:0.39654, ice0003_2 +2023-05-19 01:18:13,923 - ice0003_2 - [INFO] - [E:111| 300]: Train Loss:0.0018147, Val MRR:0.39654, ice0003_2 +2023-05-19 01:19:46,535 - ice0003_2 - [INFO] - [E:111| 400]: Train Loss:0.0018142, Val MRR:0.39654, ice0003_2 +2023-05-19 01:21:30,112 - ice0003_2 - [INFO] - [E:111| 500]: Train Loss:0.0018155, Val MRR:0.39654, ice0003_2 +2023-05-19 01:23:12,976 - ice0003_2 - [INFO] - [E:111| 600]: Train Loss:0.0018157, Val MRR:0.39654, ice0003_2 +2023-05-19 01:24:55,759 - ice0003_2 - [INFO] - [E:111| 700]: Train Loss:0.0018156, Val MRR:0.39654, ice0003_2 +2023-05-19 01:26:38,759 - ice0003_2 - [INFO] - [E:111| 800]: Train Loss:0.0018162, Val MRR:0.39654, ice0003_2 +2023-05-19 01:28:13,980 - ice0003_2 - [INFO] - [E:111| 900]: Train Loss:0.0018168, Val MRR:0.39654, ice0003_2 +2023-05-19 01:29:24,473 - ice0003_2 - [INFO] - [Epoch:111]: Training Loss:0.001817 + +2023-05-19 01:29:24,989 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 01:29:47,846 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 01:30:10,158 - ice0003_2 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.42049, Head : 0.37288, Avg : 0.39669 + +2023-05-19 01:30:11,491 - ice0003_2 - [INFO] - [Epoch 111]: Training Loss: 0.0018173, Valid MRR: 0.39669, + + + +2023-05-19 01:30:12,694 - ice0003_2 - [INFO] - [E:112| 0]: Train Loss:0.0017806, Val MRR:0.39669, ice0003_2 +2023-05-19 01:31:53,344 - ice0003_2 - [INFO] - [E:112| 100]: Train Loss:0.0018069, Val MRR:0.39669, ice0003_2 +2023-05-19 01:33:35,115 - ice0003_2 - [INFO] - [E:112| 200]: Train Loss:0.0018097, Val MRR:0.39669, ice0003_2 +2023-05-19 01:35:17,850 - ice0003_2 - [INFO] - [E:112| 300]: Train Loss:0.0018128, Val MRR:0.39669, ice0003_2 +2023-05-19 01:36:50,254 - ice0003_2 - [INFO] - [E:112| 400]: Train Loss:0.0018143, Val MRR:0.39669, ice0003_2 +2023-05-19 01:38:33,254 - ice0003_2 - [INFO] - [E:112| 500]: Train Loss:0.0018141, Val MRR:0.39669, ice0003_2 +2023-05-19 01:40:16,523 - ice0003_2 - [INFO] - [E:112| 600]: Train Loss:0.0018143, Val MRR:0.39669, ice0003_2 +2023-05-19 01:41:59,323 - ice0003_2 - [INFO] - [E:112| 700]: Train Loss:0.0018144, Val MRR:0.39669, ice0003_2 +2023-05-19 01:43:42,559 - ice0003_2 - [INFO] - [E:112| 800]: Train Loss:0.0018143, Val MRR:0.39669, ice0003_2 +2023-05-19 01:45:18,784 - ice0003_2 - [INFO] - [E:112| 900]: Train Loss:0.001815, Val MRR:0.39669, ice0003_2 +2023-05-19 01:46:26,032 - ice0003_2 - [INFO] - [Epoch:112]: Training Loss:0.001816 + +2023-05-19 01:46:26,483 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 01:46:49,753 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 01:47:12,793 - ice0003_2 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.42139, Head : 0.37443, Avg : 0.39791 + +2023-05-19 01:47:14,185 - ice0003_2 - [INFO] - [Epoch 112]: Training Loss: 0.0018155, Valid MRR: 0.39791, + + + +2023-05-19 01:47:15,606 - ice0003_2 - [INFO] - [E:113| 0]: Train Loss:0.0017651, Val MRR:0.39791, ice0003_2 +2023-05-19 01:48:58,250 - ice0003_2 - [INFO] - [E:113| 100]: Train Loss:0.0018076, Val MRR:0.39791, ice0003_2 +2023-05-19 01:50:41,631 - ice0003_2 - [INFO] - [E:113| 200]: Train Loss:0.0018074, Val MRR:0.39791, ice0003_2 +2023-05-19 01:52:24,623 - ice0003_2 - [INFO] - [E:113| 300]: Train Loss:0.0018088, Val MRR:0.39791, ice0003_2 +2023-05-19 01:54:00,485 - ice0003_2 - [INFO] - [E:113| 400]: Train Loss:0.0018108, Val MRR:0.39791, ice0003_2 +2023-05-19 01:55:40,204 - ice0003_2 - [INFO] - [E:113| 500]: Train Loss:0.0018112, Val MRR:0.39791, ice0003_2 +2023-05-19 01:57:23,129 - ice0003_2 - [INFO] - [E:113| 600]: Train Loss:0.0018117, Val MRR:0.39791, ice0003_2 +2023-05-19 01:59:07,863 - ice0003_2 - [INFO] - [E:113| 700]: Train Loss:0.0018132, Val MRR:0.39791, ice0003_2 +2023-05-19 02:00:48,867 - ice0003_2 - [INFO] - [E:113| 800]: Train Loss:0.0018137, Val MRR:0.39791, ice0003_2 +2023-05-19 02:02:30,290 - ice0003_2 - [INFO] - [E:113| 900]: Train Loss:0.0018145, Val MRR:0.39791, ice0003_2 +2023-05-19 02:03:33,932 - ice0003_2 - [INFO] - [Epoch:113]: Training Loss:0.001815 + +2023-05-19 02:03:34,371 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 02:03:57,292 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 02:04:20,026 - ice0003_2 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.4214, Head : 0.37456, Avg : 0.39798 + +2023-05-19 02:04:21,798 - ice0003_2 - [INFO] - [Epoch 113]: Training Loss: 0.0018147, Valid MRR: 0.39798, + + + +2023-05-19 02:04:23,159 - ice0003_2 - [INFO] - [E:114| 0]: Train Loss:0.001815, Val MRR:0.39798, ice0003_2 +2023-05-19 02:06:05,104 - ice0003_2 - [INFO] - [E:114| 100]: Train Loss:0.0018097, Val MRR:0.39798, ice0003_2 +2023-05-19 02:07:47,440 - ice0003_2 - [INFO] - [E:114| 200]: Train Loss:0.0018086, Val MRR:0.39798, ice0003_2 +2023-05-19 02:09:30,102 - ice0003_2 - [INFO] - [E:114| 300]: Train Loss:0.0018097, Val MRR:0.39798, ice0003_2 +2023-05-19 02:11:11,119 - ice0003_2 - [INFO] - [E:114| 400]: Train Loss:0.0018097, Val MRR:0.39798, ice0003_2 +2023-05-19 02:12:44,538 - ice0003_2 - [INFO] - [E:114| 500]: Train Loss:0.0018104, Val MRR:0.39798, ice0003_2 +2023-05-19 02:14:26,167 - ice0003_2 - [INFO] - [E:114| 600]: Train Loss:0.0018109, Val MRR:0.39798, ice0003_2 +2023-05-19 02:16:07,966 - ice0003_2 - [INFO] - [E:114| 700]: Train Loss:0.0018117, Val MRR:0.39798, ice0003_2 +2023-05-19 02:17:50,550 - ice0003_2 - [INFO] - [E:114| 800]: Train Loss:0.0018123, Val MRR:0.39798, ice0003_2 +2023-05-19 02:19:33,184 - ice0003_2 - [INFO] - [E:114| 900]: Train Loss:0.0018124, Val MRR:0.39798, ice0003_2 +2023-05-19 02:20:35,319 - ice0003_2 - [INFO] - [Epoch:114]: Training Loss:0.001813 + +2023-05-19 02:20:35,582 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 02:20:59,122 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 02:21:22,262 - ice0003_2 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.41892, Head : 0.37388, Avg : 0.3964 + +2023-05-19 02:21:22,262 - ice0003_2 - [INFO] - [Epoch 114]: Training Loss: 0.001813, Valid MRR: 0.39798, + + + +2023-05-19 02:21:23,223 - ice0003_2 - [INFO] - [E:115| 0]: Train Loss:0.0017743, Val MRR:0.39798, ice0003_2 +2023-05-19 02:23:07,164 - ice0003_2 - [INFO] - [E:115| 100]: Train Loss:0.0018039, Val MRR:0.39798, ice0003_2 +2023-05-19 02:24:50,968 - ice0003_2 - [INFO] - [E:115| 200]: Train Loss:0.0018065, Val MRR:0.39798, ice0003_2 +2023-05-19 02:26:34,568 - ice0003_2 - [INFO] - [E:115| 300]: Train Loss:0.0018065, Val MRR:0.39798, ice0003_2 +2023-05-19 02:28:15,975 - ice0003_2 - [INFO] - [E:115| 400]: Train Loss:0.0018059, Val MRR:0.39798, ice0003_2 +2023-05-19 02:29:48,280 - ice0003_2 - [INFO] - [E:115| 500]: Train Loss:0.0018077, Val MRR:0.39798, ice0003_2 +2023-05-19 02:31:31,119 - ice0003_2 - [INFO] - [E:115| 600]: Train Loss:0.0018088, Val MRR:0.39798, ice0003_2 +2023-05-19 02:33:13,958 - ice0003_2 - [INFO] - [E:115| 700]: Train Loss:0.0018097, Val MRR:0.39798, ice0003_2 +2023-05-19 02:34:56,812 - ice0003_2 - [INFO] - [E:115| 800]: Train Loss:0.0018104, Val MRR:0.39798, ice0003_2 +2023-05-19 02:36:39,823 - ice0003_2 - [INFO] - [E:115| 900]: Train Loss:0.0018113, Val MRR:0.39798, ice0003_2 +2023-05-19 02:37:41,791 - ice0003_2 - [INFO] - [Epoch:115]: Training Loss:0.001812 + +2023-05-19 02:37:42,310 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 02:38:05,115 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 02:38:27,981 - ice0003_2 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.4208, Head : 0.37313, Avg : 0.39697 + +2023-05-19 02:38:27,981 - ice0003_2 - [INFO] - [Epoch 115]: Training Loss: 0.0018116, Valid MRR: 0.39798, + + + +2023-05-19 02:38:29,100 - ice0003_2 - [INFO] - [E:116| 0]: Train Loss:0.001801, Val MRR:0.39798, ice0003_2 +2023-05-19 02:40:11,107 - ice0003_2 - [INFO] - [E:116| 100]: Train Loss:0.0018023, Val MRR:0.39798, ice0003_2 +2023-05-19 02:41:52,978 - ice0003_2 - [INFO] - [E:116| 200]: Train Loss:0.0018038, Val MRR:0.39798, ice0003_2 +2023-05-19 02:43:34,133 - ice0003_2 - [INFO] - [E:116| 300]: Train Loss:0.0018035, Val MRR:0.39798, ice0003_2 +2023-05-19 02:45:16,825 - ice0003_2 - [INFO] - [E:116| 400]: Train Loss:0.0018051, Val MRR:0.39798, ice0003_2 +2023-05-19 02:46:51,791 - ice0003_2 - [INFO] - [E:116| 500]: Train Loss:0.0018071, Val MRR:0.39798, ice0003_2 +2023-05-19 02:48:34,271 - ice0003_2 - [INFO] - [E:116| 600]: Train Loss:0.0018072, Val MRR:0.39798, ice0003_2 +2023-05-19 02:50:16,787 - ice0003_2 - [INFO] - [E:116| 700]: Train Loss:0.0018077, Val MRR:0.39798, ice0003_2 +2023-05-19 02:51:59,754 - ice0003_2 - [INFO] - [E:116| 800]: Train Loss:0.0018086, Val MRR:0.39798, ice0003_2 +2023-05-19 02:53:42,309 - ice0003_2 - [INFO] - [E:116| 900]: Train Loss:0.0018096, Val MRR:0.39798, ice0003_2 +2023-05-19 02:54:44,634 - ice0003_2 - [INFO] - [Epoch:116]: Training Loss:0.00181 + +2023-05-19 02:54:44,969 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 02:55:08,286 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 02:55:31,165 - ice0003_2 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.42065, Head : 0.37233, Avg : 0.39649 + +2023-05-19 02:55:31,165 - ice0003_2 - [INFO] - [Epoch 116]: Training Loss: 0.0018101, Valid MRR: 0.39798, + + + +2023-05-19 02:55:32,370 - ice0003_2 - [INFO] - [E:117| 0]: Train Loss:0.0017746, Val MRR:0.39798, ice0003_2 +2023-05-19 02:57:13,316 - ice0003_2 - [INFO] - [E:117| 100]: Train Loss:0.0018081, Val MRR:0.39798, ice0003_2 +2023-05-19 02:58:54,634 - ice0003_2 - [INFO] - [E:117| 200]: Train Loss:0.0018075, Val MRR:0.39798, ice0003_2 +2023-05-19 03:00:37,170 - ice0003_2 - [INFO] - [E:117| 300]: Train Loss:0.0018066, Val MRR:0.39798, ice0003_2 +2023-05-19 03:02:19,122 - ice0003_2 - [INFO] - [E:117| 400]: Train Loss:0.0018053, Val MRR:0.39798, ice0003_2 +2023-05-19 03:03:51,095 - ice0003_2 - [INFO] - [E:117| 500]: Train Loss:0.0018055, Val MRR:0.39798, ice0003_2 +2023-05-19 03:05:32,925 - ice0003_2 - [INFO] - [E:117| 600]: Train Loss:0.0018069, Val MRR:0.39798, ice0003_2 +2023-05-19 03:07:15,923 - ice0003_2 - [INFO] - [E:117| 700]: Train Loss:0.0018077, Val MRR:0.39798, ice0003_2 +2023-05-19 03:08:58,318 - ice0003_2 - [INFO] - [E:117| 800]: Train Loss:0.0018083, Val MRR:0.39798, ice0003_2 +2023-05-19 03:10:40,572 - ice0003_2 - [INFO] - [E:117| 900]: Train Loss:0.0018088, Val MRR:0.39798, ice0003_2 +2023-05-19 03:11:41,747 - ice0003_2 - [INFO] - [Epoch:117]: Training Loss:0.001809 + +2023-05-19 03:11:42,057 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 03:12:04,498 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 03:12:26,617 - ice0003_2 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.42061, Head : 0.3745, Avg : 0.39756 + +2023-05-19 03:12:26,617 - ice0003_2 - [INFO] - [Epoch 117]: Training Loss: 0.0018091, Valid MRR: 0.39798, + + + +2023-05-19 03:12:27,688 - ice0003_2 - [INFO] - [E:118| 0]: Train Loss:0.0017905, Val MRR:0.39798, ice0003_2 +2023-05-19 03:14:10,485 - ice0003_2 - [INFO] - [E:118| 100]: Train Loss:0.0018013, Val MRR:0.39798, ice0003_2 +2023-05-19 03:15:53,055 - ice0003_2 - [INFO] - [E:118| 200]: Train Loss:0.0018017, Val MRR:0.39798, ice0003_2 +2023-05-19 03:17:35,533 - ice0003_2 - [INFO] - [E:118| 300]: Train Loss:0.001802, Val MRR:0.39798, ice0003_2 +2023-05-19 03:19:18,197 - ice0003_2 - [INFO] - [E:118| 400]: Train Loss:0.0018036, Val MRR:0.39798, ice0003_2 +2023-05-19 03:20:50,571 - ice0003_2 - [INFO] - [E:118| 500]: Train Loss:0.0018039, Val MRR:0.39798, ice0003_2 +2023-05-19 03:22:32,987 - ice0003_2 - [INFO] - [E:118| 600]: Train Loss:0.0018046, Val MRR:0.39798, ice0003_2 +2023-05-19 03:24:15,889 - ice0003_2 - [INFO] - [E:118| 700]: Train Loss:0.0018061, Val MRR:0.39798, ice0003_2 +2023-05-19 03:25:58,319 - ice0003_2 - [INFO] - [E:118| 800]: Train Loss:0.0018064, Val MRR:0.39798, ice0003_2 +2023-05-19 03:27:40,022 - ice0003_2 - [INFO] - [E:118| 900]: Train Loss:0.001807, Val MRR:0.39798, ice0003_2 +2023-05-19 03:28:41,591 - ice0003_2 - [INFO] - [Epoch:118]: Training Loss:0.001808 + +2023-05-19 03:28:41,981 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 03:29:05,092 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 03:29:28,130 - ice0003_2 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.42215, Head : 0.37624, Avg : 0.39919 + +2023-05-19 03:29:29,547 - ice0003_2 - [INFO] - [Epoch 118]: Training Loss: 0.0018075, Valid MRR: 0.39919, + + + +2023-05-19 03:29:30,546 - ice0003_2 - [INFO] - [E:119| 0]: Train Loss:0.0017974, Val MRR:0.39919, ice0003_2 +2023-05-19 03:31:12,590 - ice0003_2 - [INFO] - [E:119| 100]: Train Loss:0.0017966, Val MRR:0.39919, ice0003_2 +2023-05-19 03:32:54,578 - ice0003_2 - [INFO] - [E:119| 200]: Train Loss:0.0018, Val MRR:0.39919, ice0003_2 +2023-05-19 03:34:39,142 - ice0003_2 - [INFO] - [E:119| 300]: Train Loss:0.0018006, Val MRR:0.39919, ice0003_2 +2023-05-19 03:36:21,538 - ice0003_2 - [INFO] - [E:119| 400]: Train Loss:0.0018016, Val MRR:0.39919, ice0003_2 +2023-05-19 03:37:54,597 - ice0003_2 - [INFO] - [E:119| 500]: Train Loss:0.0018025, Val MRR:0.39919, ice0003_2 +2023-05-19 03:39:35,832 - ice0003_2 - [INFO] - [E:119| 600]: Train Loss:0.0018036, Val MRR:0.39919, ice0003_2 +2023-05-19 03:41:17,833 - ice0003_2 - [INFO] - [E:119| 700]: Train Loss:0.0018041, Val MRR:0.39919, ice0003_2 +2023-05-19 03:43:00,903 - ice0003_2 - [INFO] - [E:119| 800]: Train Loss:0.0018051, Val MRR:0.39919, ice0003_2 +2023-05-19 03:44:44,161 - ice0003_2 - [INFO] - [E:119| 900]: Train Loss:0.0018055, Val MRR:0.39919, ice0003_2 +2023-05-19 03:45:48,337 - ice0003_2 - [INFO] - [Epoch:119]: Training Loss:0.001806 + +2023-05-19 03:45:48,554 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 03:46:10,040 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 03:46:32,670 - ice0003_2 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.41961, Head : 0.37272, Avg : 0.39616 + MR: Tail : 323.18, Head : 341.71, Avg : 332.44 + Hit-1: Tail : 0.3112, Head : 0.26787, Avg : 0.28954 + Hit-3: Tail : 0.47166, Head : 0.4168, Avg : 0.44423 + Hit-10: Tail : 0.6269, Head : 0.58235, Avg : 0.60462 +2023-05-19 03:46:32,670 - ice0003_2 - [INFO] - [Epoch 119]: Training Loss: 0.0018059, Valid MRR: 0.39919, + + + +2023-05-19 03:46:33,876 - ice0003_2 - [INFO] - [E:120| 0]: Train Loss:0.0018373, Val MRR:0.39919, ice0003_2 +2023-05-19 03:48:16,578 - ice0003_2 - [INFO] - [E:120| 100]: Train Loss:0.0017974, Val MRR:0.39919, ice0003_2 +2023-05-19 03:49:59,386 - ice0003_2 - [INFO] - [E:120| 200]: Train Loss:0.0017996, Val MRR:0.39919, ice0003_2 +2023-05-19 03:51:41,976 - ice0003_2 - [INFO] - [E:120| 300]: Train Loss:0.0017998, Val MRR:0.39919, ice0003_2 +2023-05-19 03:53:24,572 - ice0003_2 - [INFO] - [E:120| 400]: Train Loss:0.0018016, Val MRR:0.39919, ice0003_2 +2023-05-19 03:54:56,422 - ice0003_2 - [INFO] - [E:120| 500]: Train Loss:0.001802, Val MRR:0.39919, ice0003_2 +2023-05-19 03:56:37,940 - ice0003_2 - [INFO] - [E:120| 600]: Train Loss:0.0018019, Val MRR:0.39919, ice0003_2 +2023-05-19 03:58:20,152 - ice0003_2 - [INFO] - [E:120| 700]: Train Loss:0.0018018, Val MRR:0.39919, ice0003_2 +2023-05-19 04:00:02,214 - ice0003_2 - [INFO] - [E:120| 800]: Train Loss:0.0018028, Val MRR:0.39919, ice0003_2 +2023-05-19 04:01:44,003 - ice0003_2 - [INFO] - [E:120| 900]: Train Loss:0.001804, Val MRR:0.39919, ice0003_2 +2023-05-19 04:02:52,693 - ice0003_2 - [INFO] - [Epoch:120]: Training Loss:0.001805 + +2023-05-19 04:02:52,910 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 04:03:08,194 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 04:03:31,392 - ice0003_2 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.4214, Head : 0.37445, Avg : 0.39792 + +2023-05-19 04:03:31,392 - ice0003_2 - [INFO] - [Epoch 120]: Training Loss: 0.0018046, Valid MRR: 0.39919, + + + +2023-05-19 04:03:32,255 - ice0003_2 - [INFO] - [E:121| 0]: Train Loss:0.0018093, Val MRR:0.39919, ice0003_2 +2023-05-19 04:05:15,100 - ice0003_2 - [INFO] - [E:121| 100]: Train Loss:0.0018049, Val MRR:0.39919, ice0003_2 +2023-05-19 04:06:59,194 - ice0003_2 - [INFO] - [E:121| 200]: Train Loss:0.0018023, Val MRR:0.39919, ice0003_2 +2023-05-19 04:08:42,129 - ice0003_2 - [INFO] - [E:121| 300]: Train Loss:0.001801, Val MRR:0.39919, ice0003_2 +2023-05-19 04:10:23,300 - ice0003_2 - [INFO] - [E:121| 400]: Train Loss:0.0018003, Val MRR:0.39919, ice0003_2 +2023-05-19 04:11:55,455 - ice0003_2 - [INFO] - [E:121| 500]: Train Loss:0.0018007, Val MRR:0.39919, ice0003_2 +2023-05-19 04:13:37,926 - ice0003_2 - [INFO] - [E:121| 600]: Train Loss:0.0018003, Val MRR:0.39919, ice0003_2 +2023-05-19 04:15:20,448 - ice0003_2 - [INFO] - [E:121| 700]: Train Loss:0.0018007, Val MRR:0.39919, ice0003_2 +2023-05-19 04:17:02,908 - ice0003_2 - [INFO] - [E:121| 800]: Train Loss:0.0018022, Val MRR:0.39919, ice0003_2 +2023-05-19 04:18:45,440 - ice0003_2 - [INFO] - [E:121| 900]: Train Loss:0.0018027, Val MRR:0.39919, ice0003_2 +2023-05-19 04:19:57,521 - ice0003_2 - [INFO] - [Epoch:121]: Training Loss:0.001803 + +2023-05-19 04:19:57,865 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 04:20:12,804 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 04:20:32,550 - ice0003_2 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.4197, Head : 0.37378, Avg : 0.39674 + +2023-05-19 04:20:32,550 - ice0003_2 - [INFO] - [Epoch 121]: Training Loss: 0.0018033, Valid MRR: 0.39919, + + + +2023-05-19 04:20:33,608 - ice0003_2 - [INFO] - [E:122| 0]: Train Loss:0.0018114, Val MRR:0.39919, ice0003_2 +2023-05-19 04:22:18,341 - ice0003_2 - [INFO] - [E:122| 100]: Train Loss:0.0017951, Val MRR:0.39919, ice0003_2 +2023-05-19 04:23:59,977 - ice0003_2 - [INFO] - [E:122| 200]: Train Loss:0.0017959, Val MRR:0.39919, ice0003_2 +2023-05-19 04:25:41,816 - ice0003_2 - [INFO] - [E:122| 300]: Train Loss:0.0017969, Val MRR:0.39919, ice0003_2 +2023-05-19 04:27:24,308 - ice0003_2 - [INFO] - [E:122| 400]: Train Loss:0.0017966, Val MRR:0.39919, ice0003_2 +2023-05-19 04:28:56,690 - ice0003_2 - [INFO] - [E:122| 500]: Train Loss:0.0017979, Val MRR:0.39919, ice0003_2 +2023-05-19 04:30:38,895 - ice0003_2 - [INFO] - [E:122| 600]: Train Loss:0.0017992, Val MRR:0.39919, ice0003_2 +2023-05-19 04:32:21,642 - ice0003_2 - [INFO] - [E:122| 700]: Train Loss:0.0018, Val MRR:0.39919, ice0003_2 +2023-05-19 04:34:03,785 - ice0003_2 - [INFO] - [E:122| 800]: Train Loss:0.0018008, Val MRR:0.39919, ice0003_2 +2023-05-19 04:35:46,080 - ice0003_2 - [INFO] - [E:122| 900]: Train Loss:0.0018013, Val MRR:0.39919, ice0003_2 +2023-05-19 04:36:57,478 - ice0003_2 - [INFO] - [Epoch:122]: Training Loss:0.001802 + +2023-05-19 04:36:57,820 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 04:37:18,498 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 04:37:32,165 - ice0003_2 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.42005, Head : 0.37418, Avg : 0.39711 + +2023-05-19 04:37:32,165 - ice0003_2 - [INFO] - [Epoch 122]: Training Loss: 0.0018022, Valid MRR: 0.39919, + + + +2023-05-19 04:37:32,815 - ice0003_2 - [INFO] - [E:123| 0]: Train Loss:0.0017493, Val MRR:0.39919, ice0003_2 +2023-05-19 04:39:15,177 - ice0003_2 - [INFO] - [E:123| 100]: Train Loss:0.0017925, Val MRR:0.39919, ice0003_2 +2023-05-19 04:40:58,479 - ice0003_2 - [INFO] - [E:123| 200]: Train Loss:0.0017952, Val MRR:0.39919, ice0003_2 +2023-05-19 04:42:41,626 - ice0003_2 - [INFO] - [E:123| 300]: Train Loss:0.0017958, Val MRR:0.39919, ice0003_2 +2023-05-19 04:44:24,708 - ice0003_2 - [INFO] - [E:123| 400]: Train Loss:0.0017974, Val MRR:0.39919, ice0003_2 +2023-05-19 04:46:01,713 - ice0003_2 - [INFO] - [E:123| 500]: Train Loss:0.0017982, Val MRR:0.39919, ice0003_2 +2023-05-19 04:47:40,446 - ice0003_2 - [INFO] - [E:123| 600]: Train Loss:0.0017986, Val MRR:0.39919, ice0003_2 +2023-05-19 04:49:24,050 - ice0003_2 - [INFO] - [E:123| 700]: Train Loss:0.0017997, Val MRR:0.39919, ice0003_2 +2023-05-19 04:51:07,317 - ice0003_2 - [INFO] - [E:123| 800]: Train Loss:0.0018002, Val MRR:0.39919, ice0003_2 +2023-05-19 04:52:49,505 - ice0003_2 - [INFO] - [E:123| 900]: Train Loss:0.0018005, Val MRR:0.39919, ice0003_2 +2023-05-19 04:54:01,196 - ice0003_2 - [INFO] - [Epoch:123]: Training Loss:0.001801 + +2023-05-19 04:54:01,598 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 04:54:23,068 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 04:54:36,744 - ice0003_2 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.42172, Head : 0.37461, Avg : 0.39817 + +2023-05-19 04:54:36,744 - ice0003_2 - [INFO] - [Epoch 123]: Training Loss: 0.0018008, Valid MRR: 0.39919, + + + +2023-05-19 04:54:37,435 - ice0003_2 - [INFO] - [E:124| 0]: Train Loss:0.0017521, Val MRR:0.39919, ice0003_2 +2023-05-19 04:56:20,174 - ice0003_2 - [INFO] - [E:124| 100]: Train Loss:0.0017853, Val MRR:0.39919, ice0003_2 +2023-05-19 04:58:02,813 - ice0003_2 - [INFO] - [E:124| 200]: Train Loss:0.0017886, Val MRR:0.39919, ice0003_2 +2023-05-19 04:59:44,531 - ice0003_2 - [INFO] - [E:124| 300]: Train Loss:0.0017923, Val MRR:0.39919, ice0003_2 +2023-05-19 05:01:26,272 - ice0003_2 - [INFO] - [E:124| 400]: Train Loss:0.0017947, Val MRR:0.39919, ice0003_2 +2023-05-19 05:03:05,376 - ice0003_2 - [INFO] - [E:124| 500]: Train Loss:0.0017959, Val MRR:0.39919, ice0003_2 +2023-05-19 05:04:40,990 - ice0003_2 - [INFO] - [E:124| 600]: Train Loss:0.001797, Val MRR:0.39919, ice0003_2 +2023-05-19 05:06:24,015 - ice0003_2 - [INFO] - [E:124| 700]: Train Loss:0.0017979, Val MRR:0.39919, ice0003_2 +2023-05-19 05:08:05,869 - ice0003_2 - [INFO] - [E:124| 800]: Train Loss:0.0017979, Val MRR:0.39919, ice0003_2 +2023-05-19 05:09:50,983 - ice0003_2 - [INFO] - [E:124| 900]: Train Loss:0.0017988, Val MRR:0.39919, ice0003_2 +2023-05-19 05:11:02,663 - ice0003_2 - [INFO] - [Epoch:124]: Training Loss:0.001799 + +2023-05-19 05:11:02,929 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 05:11:26,236 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 05:11:43,794 - ice0003_2 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.42249, Head : 0.3747, Avg : 0.3986 + +2023-05-19 05:11:43,794 - ice0003_2 - [INFO] - [Epoch 124]: Training Loss: 0.0017995, Valid MRR: 0.39919, + + + +2023-05-19 05:11:44,443 - ice0003_2 - [INFO] - [E:125| 0]: Train Loss:0.0017589, Val MRR:0.39919, ice0003_2 +2023-05-19 05:13:21,743 - ice0003_2 - [INFO] - [E:125| 100]: Train Loss:0.0017922, Val MRR:0.39919, ice0003_2 +2023-05-19 05:15:04,061 - ice0003_2 - [INFO] - [E:125| 200]: Train Loss:0.0017925, Val MRR:0.39919, ice0003_2 +2023-05-19 05:16:46,303 - ice0003_2 - [INFO] - [E:125| 300]: Train Loss:0.0017939, Val MRR:0.39919, ice0003_2 +2023-05-19 05:18:28,423 - ice0003_2 - [INFO] - [E:125| 400]: Train Loss:0.0017952, Val MRR:0.39919, ice0003_2 +2023-05-19 05:20:10,774 - ice0003_2 - [INFO] - [E:125| 500]: Train Loss:0.0017957, Val MRR:0.39919, ice0003_2 +2023-05-19 05:21:42,324 - ice0003_2 - [INFO] - [E:125| 600]: Train Loss:0.0017958, Val MRR:0.39919, ice0003_2 +2023-05-19 05:23:24,554 - ice0003_2 - [INFO] - [E:125| 700]: Train Loss:0.0017968, Val MRR:0.39919, ice0003_2 +2023-05-19 05:25:06,983 - ice0003_2 - [INFO] - [E:125| 800]: Train Loss:0.0017974, Val MRR:0.39919, ice0003_2 +2023-05-19 05:26:49,224 - ice0003_2 - [INFO] - [E:125| 900]: Train Loss:0.0017978, Val MRR:0.39919, ice0003_2 +2023-05-19 05:28:01,427 - ice0003_2 - [INFO] - [Epoch:125]: Training Loss:0.001798 + +2023-05-19 05:28:01,771 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 05:28:25,326 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 05:28:48,153 - ice0003_2 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.42061, Head : 0.37422, Avg : 0.39741 + +2023-05-19 05:28:48,153 - ice0003_2 - [INFO] - [Epoch 125]: Training Loss: 0.0017982, Valid MRR: 0.39919, + + + +2023-05-19 05:28:49,339 - ice0003_2 - [INFO] - [E:126| 0]: Train Loss:0.0017901, Val MRR:0.39919, ice0003_2 +2023-05-19 05:30:21,716 - ice0003_2 - [INFO] - [E:126| 100]: Train Loss:0.001789, Val MRR:0.39919, ice0003_2 +2023-05-19 05:32:04,338 - ice0003_2 - [INFO] - [E:126| 200]: Train Loss:0.0017868, Val MRR:0.39919, ice0003_2 +2023-05-19 05:33:46,601 - ice0003_2 - [INFO] - [E:126| 300]: Train Loss:0.0017897, Val MRR:0.39919, ice0003_2 +2023-05-19 05:35:28,455 - ice0003_2 - [INFO] - [E:126| 400]: Train Loss:0.0017906, Val MRR:0.39919, ice0003_2 +2023-05-19 05:37:10,070 - ice0003_2 - [INFO] - [E:126| 500]: Train Loss:0.0017914, Val MRR:0.39919, ice0003_2 +2023-05-19 05:38:42,937 - ice0003_2 - [INFO] - [E:126| 600]: Train Loss:0.0017927, Val MRR:0.39919, ice0003_2 +2023-05-19 05:40:25,234 - ice0003_2 - [INFO] - [E:126| 700]: Train Loss:0.001794, Val MRR:0.39919, ice0003_2 +2023-05-19 05:42:08,002 - ice0003_2 - [INFO] - [E:126| 800]: Train Loss:0.0017952, Val MRR:0.39919, ice0003_2 +2023-05-19 05:43:50,660 - ice0003_2 - [INFO] - [E:126| 900]: Train Loss:0.0017963, Val MRR:0.39919, ice0003_2 +2023-05-19 05:45:02,861 - ice0003_2 - [INFO] - [Epoch:126]: Training Loss:0.001797 + +2023-05-19 05:45:03,258 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 05:45:26,781 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 05:45:49,421 - ice0003_2 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.42122, Head : 0.37429, Avg : 0.39775 + +2023-05-19 05:45:49,421 - ice0003_2 - [INFO] - [Epoch 126]: Training Loss: 0.0017971, Valid MRR: 0.39919, + + + +2023-05-19 05:45:50,622 - ice0003_2 - [INFO] - [E:127| 0]: Train Loss:0.0017886, Val MRR:0.39919, ice0003_2 +2023-05-19 05:47:23,184 - ice0003_2 - [INFO] - [E:127| 100]: Train Loss:0.0017871, Val MRR:0.39919, ice0003_2 +2023-05-19 05:49:06,331 - ice0003_2 - [INFO] - [E:127| 200]: Train Loss:0.0017902, Val MRR:0.39919, ice0003_2 +2023-05-19 05:50:47,876 - ice0003_2 - [INFO] - [E:127| 300]: Train Loss:0.0017899, Val MRR:0.39919, ice0003_2 +2023-05-19 05:52:31,130 - ice0003_2 - [INFO] - [E:127| 400]: Train Loss:0.0017909, Val MRR:0.39919, ice0003_2 +2023-05-19 05:54:14,247 - ice0003_2 - [INFO] - [E:127| 500]: Train Loss:0.0017923, Val MRR:0.39919, ice0003_2 +2023-05-19 05:55:46,486 - ice0003_2 - [INFO] - [E:127| 600]: Train Loss:0.0017929, Val MRR:0.39919, ice0003_2 +2023-05-19 05:57:31,097 - ice0003_2 - [INFO] - [E:127| 700]: Train Loss:0.0017933, Val MRR:0.39919, ice0003_2 +2023-05-19 05:59:12,664 - ice0003_2 - [INFO] - [E:127| 800]: Train Loss:0.0017946, Val MRR:0.39919, ice0003_2 +2023-05-19 06:00:54,103 - ice0003_2 - [INFO] - [E:127| 900]: Train Loss:0.0017951, Val MRR:0.39919, ice0003_2 +2023-05-19 06:02:05,821 - ice0003_2 - [INFO] - [Epoch:127]: Training Loss:0.001795 + +2023-05-19 06:02:06,188 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 06:02:29,323 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 06:02:52,250 - ice0003_2 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.4224, Head : 0.37348, Avg : 0.39794 + +2023-05-19 06:02:52,250 - ice0003_2 - [INFO] - [Epoch 127]: Training Loss: 0.0017955, Valid MRR: 0.39919, + + + +2023-05-19 06:02:53,375 - ice0003_2 - [INFO] - [E:128| 0]: Train Loss:0.0017977, Val MRR:0.39919, ice0003_2 +2023-05-19 06:04:24,988 - ice0003_2 - [INFO] - [E:128| 100]: Train Loss:0.0017908, Val MRR:0.39919, ice0003_2 +2023-05-19 06:06:07,348 - ice0003_2 - [INFO] - [E:128| 200]: Train Loss:0.0017922, Val MRR:0.39919, ice0003_2 +2023-05-19 06:07:49,813 - ice0003_2 - [INFO] - [E:128| 300]: Train Loss:0.0017919, Val MRR:0.39919, ice0003_2 +2023-05-19 06:09:31,749 - ice0003_2 - [INFO] - [E:128| 400]: Train Loss:0.0017917, Val MRR:0.39919, ice0003_2 +2023-05-19 06:11:13,927 - ice0003_2 - [INFO] - [E:128| 500]: Train Loss:0.0017915, Val MRR:0.39919, ice0003_2 +2023-05-19 06:12:45,578 - ice0003_2 - [INFO] - [E:128| 600]: Train Loss:0.0017922, Val MRR:0.39919, ice0003_2 +2023-05-19 06:14:27,335 - ice0003_2 - [INFO] - [E:128| 700]: Train Loss:0.0017928, Val MRR:0.39919, ice0003_2 +2023-05-19 06:16:09,373 - ice0003_2 - [INFO] - [E:128| 800]: Train Loss:0.0017934, Val MRR:0.39919, ice0003_2 +2023-05-19 06:17:51,551 - ice0003_2 - [INFO] - [E:128| 900]: Train Loss:0.0017934, Val MRR:0.39919, ice0003_2 +2023-05-19 06:19:03,172 - ice0003_2 - [INFO] - [Epoch:128]: Training Loss:0.001794 + +2023-05-19 06:19:03,437 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 06:19:25,832 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 06:19:48,165 - ice0003_2 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.42138, Head : 0.37548, Avg : 0.39843 + +2023-05-19 06:19:48,165 - ice0003_2 - [INFO] - [Epoch 128]: Training Loss: 0.0017941, Valid MRR: 0.39919, + + + +2023-05-19 06:19:49,331 - ice0003_2 - [INFO] - [E:129| 0]: Train Loss:0.0017622, Val MRR:0.39919, ice0003_2 +2023-05-19 06:21:22,009 - ice0003_2 - [INFO] - [E:129| 100]: Train Loss:0.0017868, Val MRR:0.39919, ice0003_2 +2023-05-19 06:23:04,771 - ice0003_2 - [INFO] - [E:129| 200]: Train Loss:0.0017869, Val MRR:0.39919, ice0003_2 +2023-05-19 06:24:48,283 - ice0003_2 - [INFO] - [E:129| 300]: Train Loss:0.0017881, Val MRR:0.39919, ice0003_2 +2023-05-19 06:26:32,248 - ice0003_2 - [INFO] - [E:129| 400]: Train Loss:0.0017895, Val MRR:0.39919, ice0003_2 +2023-05-19 06:28:15,517 - ice0003_2 - [INFO] - [E:129| 500]: Train Loss:0.0017899, Val MRR:0.39919, ice0003_2 +2023-05-19 06:29:48,680 - ice0003_2 - [INFO] - [E:129| 600]: Train Loss:0.001791, Val MRR:0.39919, ice0003_2 +2023-05-19 06:31:31,458 - ice0003_2 - [INFO] - [E:129| 700]: Train Loss:0.0017911, Val MRR:0.39919, ice0003_2 +2023-05-19 06:33:14,197 - ice0003_2 - [INFO] - [E:129| 800]: Train Loss:0.0017918, Val MRR:0.39919, ice0003_2 +2023-05-19 06:34:56,517 - ice0003_2 - [INFO] - [E:129| 900]: Train Loss:0.0017926, Val MRR:0.39919, ice0003_2 +2023-05-19 06:36:08,459 - ice0003_2 - [INFO] - [Epoch:129]: Training Loss:0.001793 + +2023-05-19 06:36:08,731 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 06:36:31,594 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 06:36:54,671 - ice0003_2 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.42306, Head : 0.37544, Avg : 0.39925 + MR: Tail : 327.54, Head : 355.47, Avg : 341.5 + Hit-1: Tail : 0.31594, Head : 0.27127, Avg : 0.2936 + Hit-3: Tail : 0.47506, Head : 0.41983, Avg : 0.44745 + Hit-10: Tail : 0.62702, Head : 0.58272, Avg : 0.60487 +2023-05-19 06:36:55,953 - ice0003_2 - [INFO] - [Epoch 129]: Training Loss: 0.0017931, Valid MRR: 0.39925, + + + +2023-05-19 06:36:57,165 - ice0003_2 - [INFO] - [E:130| 0]: Train Loss:0.0018001, Val MRR:0.39925, ice0003_2 +2023-05-19 06:38:29,473 - ice0003_2 - [INFO] - [E:130| 100]: Train Loss:0.0017867, Val MRR:0.39925, ice0003_2 +2023-05-19 06:40:11,689 - ice0003_2 - [INFO] - [E:130| 200]: Train Loss:0.0017868, Val MRR:0.39925, ice0003_2 +2023-05-19 06:41:53,821 - ice0003_2 - [INFO] - [E:130| 300]: Train Loss:0.0017862, Val MRR:0.39925, ice0003_2 +2023-05-19 06:43:36,005 - ice0003_2 - [INFO] - [E:130| 400]: Train Loss:0.0017869, Val MRR:0.39925, ice0003_2 +2023-05-19 06:45:20,578 - ice0003_2 - [INFO] - [E:130| 500]: Train Loss:0.0017876, Val MRR:0.39925, ice0003_2 +2023-05-19 06:46:52,659 - ice0003_2 - [INFO] - [E:130| 600]: Train Loss:0.001789, Val MRR:0.39925, ice0003_2 +2023-05-19 06:48:34,674 - ice0003_2 - [INFO] - [E:130| 700]: Train Loss:0.0017897, Val MRR:0.39925, ice0003_2 +2023-05-19 06:50:17,343 - ice0003_2 - [INFO] - [E:130| 800]: Train Loss:0.0017908, Val MRR:0.39925, ice0003_2 +2023-05-19 06:51:59,846 - ice0003_2 - [INFO] - [E:130| 900]: Train Loss:0.0017914, Val MRR:0.39925, ice0003_2 +2023-05-19 06:53:13,149 - ice0003_2 - [INFO] - [Epoch:130]: Training Loss:0.001792 + +2023-05-19 06:53:13,646 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 06:53:36,841 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 06:54:00,146 - ice0003_2 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.42286, Head : 0.37579, Avg : 0.39933 + +2023-05-19 06:54:01,679 - ice0003_2 - [INFO] - [Epoch 130]: Training Loss: 0.0017917, Valid MRR: 0.39933, + + + +2023-05-19 06:54:02,845 - ice0003_2 - [INFO] - [E:131| 0]: Train Loss:0.0017545, Val MRR:0.39933, ice0003_2 +2023-05-19 06:55:35,568 - ice0003_2 - [INFO] - [E:131| 100]: Train Loss:0.001786, Val MRR:0.39933, ice0003_2 +2023-05-19 06:57:17,973 - ice0003_2 - [INFO] - [E:131| 200]: Train Loss:0.0017844, Val MRR:0.39933, ice0003_2 +2023-05-19 06:59:00,443 - ice0003_2 - [INFO] - [E:131| 300]: Train Loss:0.0017873, Val MRR:0.39933, ice0003_2 +2023-05-19 07:00:42,548 - ice0003_2 - [INFO] - [E:131| 400]: Train Loss:0.0017877, Val MRR:0.39933, ice0003_2 +2023-05-19 07:02:24,205 - ice0003_2 - [INFO] - [E:131| 500]: Train Loss:0.0017876, Val MRR:0.39933, ice0003_2 +2023-05-19 07:03:56,894 - ice0003_2 - [INFO] - [E:131| 600]: Train Loss:0.0017882, Val MRR:0.39933, ice0003_2 +2023-05-19 07:05:38,629 - ice0003_2 - [INFO] - [E:131| 700]: Train Loss:0.0017886, Val MRR:0.39933, ice0003_2 +2023-05-19 07:07:20,413 - ice0003_2 - [INFO] - [E:131| 800]: Train Loss:0.0017894, Val MRR:0.39933, ice0003_2 +2023-05-19 07:09:02,750 - ice0003_2 - [INFO] - [E:131| 900]: Train Loss:0.0017902, Val MRR:0.39933, ice0003_2 +2023-05-19 07:10:15,084 - ice0003_2 - [INFO] - [Epoch:131]: Training Loss:0.00179 + +2023-05-19 07:10:15,350 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 07:10:38,777 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 07:11:01,581 - ice0003_2 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.42299, Head : 0.37777, Avg : 0.40038 + +2023-05-19 07:11:03,210 - ice0003_2 - [INFO] - [Epoch 131]: Training Loss: 0.0017904, Valid MRR: 0.40038, + + + +2023-05-19 07:11:04,095 - ice0003_2 - [INFO] - [E:132| 0]: Train Loss:0.0017461, Val MRR:0.40038, ice0003_2 +2023-05-19 07:12:36,241 - ice0003_2 - [INFO] - [E:132| 100]: Train Loss:0.0017776, Val MRR:0.40038, ice0003_2 +2023-05-19 07:14:18,897 - ice0003_2 - [INFO] - [E:132| 200]: Train Loss:0.0017808, Val MRR:0.40038, ice0003_2 +2023-05-19 07:16:01,832 - ice0003_2 - [INFO] - [E:132| 300]: Train Loss:0.0017824, Val MRR:0.40038, ice0003_2 +2023-05-19 07:17:43,403 - ice0003_2 - [INFO] - [E:132| 400]: Train Loss:0.0017833, Val MRR:0.40038, ice0003_2 +2023-05-19 07:19:26,308 - ice0003_2 - [INFO] - [E:132| 500]: Train Loss:0.0017845, Val MRR:0.40038, ice0003_2 +2023-05-19 07:20:58,822 - ice0003_2 - [INFO] - [E:132| 600]: Train Loss:0.0017853, Val MRR:0.40038, ice0003_2 +2023-05-19 07:22:41,291 - ice0003_2 - [INFO] - [E:132| 700]: Train Loss:0.0017862, Val MRR:0.40038, ice0003_2 +2023-05-19 07:24:23,701 - ice0003_2 - [INFO] - [E:132| 800]: Train Loss:0.0017872, Val MRR:0.40038, ice0003_2 +2023-05-19 07:26:06,120 - ice0003_2 - [INFO] - [E:132| 900]: Train Loss:0.0017884, Val MRR:0.40038, ice0003_2 +2023-05-19 07:27:18,018 - ice0003_2 - [INFO] - [Epoch:132]: Training Loss:0.001789 + +2023-05-19 07:27:18,415 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 07:27:41,731 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 07:28:04,576 - ice0003_2 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.42298, Head : 0.37677, Avg : 0.39987 + +2023-05-19 07:28:04,576 - ice0003_2 - [INFO] - [Epoch 132]: Training Loss: 0.0017889, Valid MRR: 0.40038, + + + +2023-05-19 07:28:05,725 - ice0003_2 - [INFO] - [E:133| 0]: Train Loss:0.0017569, Val MRR:0.40038, ice0003_2 +2023-05-19 07:29:37,478 - ice0003_2 - [INFO] - [E:133| 100]: Train Loss:0.0017798, Val MRR:0.40038, ice0003_2 +2023-05-19 07:31:20,068 - ice0003_2 - [INFO] - [E:133| 200]: Train Loss:0.0017806, Val MRR:0.40038, ice0003_2 +2023-05-19 07:33:05,138 - ice0003_2 - [INFO] - [E:133| 300]: Train Loss:0.0017835, Val MRR:0.40038, ice0003_2 +2023-05-19 07:34:48,020 - ice0003_2 - [INFO] - [E:133| 400]: Train Loss:0.0017836, Val MRR:0.40038, ice0003_2 +2023-05-19 07:36:30,080 - ice0003_2 - [INFO] - [E:133| 500]: Train Loss:0.0017848, Val MRR:0.40038, ice0003_2 +2023-05-19 07:38:14,636 - ice0003_2 - [INFO] - [E:133| 600]: Train Loss:0.0017856, Val MRR:0.40038, ice0003_2 +2023-05-19 07:39:47,841 - ice0003_2 - [INFO] - [E:133| 700]: Train Loss:0.0017862, Val MRR:0.40038, ice0003_2 +2023-05-19 07:41:32,643 - ice0003_2 - [INFO] - [E:133| 800]: Train Loss:0.0017868, Val MRR:0.40038, ice0003_2 +2023-05-19 07:43:17,624 - ice0003_2 - [INFO] - [E:133| 900]: Train Loss:0.0017877, Val MRR:0.40038, ice0003_2 +2023-05-19 07:44:31,126 - ice0003_2 - [INFO] - [Epoch:133]: Training Loss:0.001788 + +2023-05-19 07:44:31,627 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 07:44:55,594 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 07:45:19,567 - ice0003_2 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.42352, Head : 0.37534, Avg : 0.39943 + +2023-05-19 07:45:19,568 - ice0003_2 - [INFO] - [Epoch 133]: Training Loss: 0.0017881, Valid MRR: 0.40038, + + + +2023-05-19 07:45:20,550 - ice0003_2 - [INFO] - [E:134| 0]: Train Loss:0.0017839, Val MRR:0.40038, ice0003_2 +2023-05-19 07:47:05,143 - ice0003_2 - [INFO] - [E:134| 100]: Train Loss:0.0017833, Val MRR:0.40038, ice0003_2 +2023-05-19 07:48:38,446 - ice0003_2 - [INFO] - [E:134| 200]: Train Loss:0.0017816, Val MRR:0.40038, ice0003_2 +2023-05-19 07:50:22,999 - ice0003_2 - [INFO] - [E:134| 300]: Train Loss:0.0017817, Val MRR:0.40038, ice0003_2 +2023-05-19 07:52:07,802 - ice0003_2 - [INFO] - [E:134| 400]: Train Loss:0.0017823, Val MRR:0.40038, ice0003_2 +2023-05-19 07:53:53,105 - ice0003_2 - [INFO] - [E:134| 500]: Train Loss:0.0017829, Val MRR:0.40038, ice0003_2 +2023-05-19 07:55:37,968 - ice0003_2 - [INFO] - [E:134| 600]: Train Loss:0.0017845, Val MRR:0.40038, ice0003_2 +2023-05-19 07:57:22,589 - ice0003_2 - [INFO] - [E:134| 700]: Train Loss:0.0017855, Val MRR:0.40038, ice0003_2 +2023-05-19 07:58:56,829 - ice0003_2 - [INFO] - [E:134| 800]: Train Loss:0.0017864, Val MRR:0.40038, ice0003_2 +2023-05-19 08:00:41,537 - ice0003_2 - [INFO] - [E:134| 900]: Train Loss:0.0017867, Val MRR:0.40038, ice0003_2 +2023-05-19 08:01:55,057 - ice0003_2 - [INFO] - [Epoch:134]: Training Loss:0.001787 + +2023-05-19 08:01:55,565 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 08:02:19,360 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 08:02:42,704 - ice0003_2 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.42384, Head : 0.37513, Avg : 0.39948 + +2023-05-19 08:02:42,704 - ice0003_2 - [INFO] - [Epoch 134]: Training Loss: 0.0017871, Valid MRR: 0.40038, + + + +2023-05-19 08:02:43,682 - ice0003_2 - [INFO] - [E:135| 0]: Train Loss:0.0017918, Val MRR:0.40038, ice0003_2 +2023-05-19 08:04:27,007 - ice0003_2 - [INFO] - [E:135| 100]: Train Loss:0.0017795, Val MRR:0.40038, ice0003_2 +2023-05-19 08:06:10,125 - ice0003_2 - [INFO] - [E:135| 200]: Train Loss:0.0017784, Val MRR:0.40038, ice0003_2 +2023-05-19 08:07:44,032 - ice0003_2 - [INFO] - [E:135| 300]: Train Loss:0.0017787, Val MRR:0.40038, ice0003_2 +2023-05-19 08:09:28,512 - ice0003_2 - [INFO] - [E:135| 400]: Train Loss:0.0017815, Val MRR:0.40038, ice0003_2 +2023-05-19 08:11:13,434 - ice0003_2 - [INFO] - [E:135| 500]: Train Loss:0.0017821, Val MRR:0.40038, ice0003_2 +2023-05-19 08:12:58,148 - ice0003_2 - [INFO] - [E:135| 600]: Train Loss:0.0017833, Val MRR:0.40038, ice0003_2 +2023-05-19 08:14:43,149 - ice0003_2 - [INFO] - [E:135| 700]: Train Loss:0.0017844, Val MRR:0.40038, ice0003_2 +2023-05-19 08:16:26,928 - ice0003_2 - [INFO] - [E:135| 800]: Train Loss:0.0017855, Val MRR:0.40038, ice0003_2 +2023-05-19 08:17:58,943 - ice0003_2 - [INFO] - [E:135| 900]: Train Loss:0.0017856, Val MRR:0.40038, ice0003_2 +2023-05-19 08:19:11,702 - ice0003_2 - [INFO] - [Epoch:135]: Training Loss:0.001786 + +2023-05-19 08:19:12,216 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 08:19:36,263 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 08:20:00,112 - ice0003_2 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.42348, Head : 0.37706, Avg : 0.40027 + +2023-05-19 08:20:00,112 - ice0003_2 - [INFO] - [Epoch 135]: Training Loss: 0.0017859, Valid MRR: 0.40038, + + + +2023-05-19 08:20:01,293 - ice0003_2 - [INFO] - [E:136| 0]: Train Loss:0.0017886, Val MRR:0.40038, ice0003_2 +2023-05-19 08:21:45,759 - ice0003_2 - [INFO] - [E:136| 100]: Train Loss:0.0017749, Val MRR:0.40038, ice0003_2 +2023-05-19 08:23:30,561 - ice0003_2 - [INFO] - [E:136| 200]: Train Loss:0.0017787, Val MRR:0.40038, ice0003_2 +2023-05-19 08:25:18,638 - ice0003_2 - [INFO] - [E:136| 300]: Train Loss:0.00178, Val MRR:0.40038, ice0003_2 +2023-05-19 08:26:53,417 - ice0003_2 - [INFO] - [E:136| 400]: Train Loss:0.0017818, Val MRR:0.40038, ice0003_2 +2023-05-19 08:28:36,708 - ice0003_2 - [INFO] - [E:136| 500]: Train Loss:0.0017816, Val MRR:0.40038, ice0003_2 +2023-05-19 08:30:19,654 - ice0003_2 - [INFO] - [E:136| 600]: Train Loss:0.0017816, Val MRR:0.40038, ice0003_2 +2023-05-19 08:32:02,203 - ice0003_2 - [INFO] - [E:136| 700]: Train Loss:0.001783, Val MRR:0.40038, ice0003_2 +2023-05-19 08:33:44,942 - ice0003_2 - [INFO] - [E:136| 800]: Train Loss:0.0017833, Val MRR:0.40038, ice0003_2 +2023-05-19 08:35:27,824 - ice0003_2 - [INFO] - [E:136| 900]: Train Loss:0.0017843, Val MRR:0.40038, ice0003_2 +2023-05-19 08:36:29,676 - ice0003_2 - [INFO] - [Epoch:136]: Training Loss:0.001785 + +2023-05-19 08:36:30,052 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 08:36:53,780 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 08:37:16,536 - ice0003_2 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.42378, Head : 0.37576, Avg : 0.39977 + +2023-05-19 08:37:16,536 - ice0003_2 - [INFO] - [Epoch 136]: Training Loss: 0.0017847, Valid MRR: 0.40038, + + + +2023-05-19 08:37:17,727 - ice0003_2 - [INFO] - [E:137| 0]: Train Loss:0.0017781, Val MRR:0.40038, ice0003_2 +2023-05-19 08:39:00,975 - ice0003_2 - [INFO] - [E:137| 100]: Train Loss:0.0017791, Val MRR:0.40038, ice0003_2 +2023-05-19 08:40:43,930 - ice0003_2 - [INFO] - [E:137| 200]: Train Loss:0.0017757, Val MRR:0.40038, ice0003_2 +2023-05-19 08:42:26,620 - ice0003_2 - [INFO] - [E:137| 300]: Train Loss:0.0017783, Val MRR:0.40038, ice0003_2 +2023-05-19 08:44:07,197 - ice0003_2 - [INFO] - [E:137| 400]: Train Loss:0.0017794, Val MRR:0.40038, ice0003_2 +2023-05-19 08:45:40,500 - ice0003_2 - [INFO] - [E:137| 500]: Train Loss:0.0017801, Val MRR:0.40038, ice0003_2 +2023-05-19 08:47:23,546 - ice0003_2 - [INFO] - [E:137| 600]: Train Loss:0.0017809, Val MRR:0.40038, ice0003_2 +2023-05-19 08:49:06,858 - ice0003_2 - [INFO] - [E:137| 700]: Train Loss:0.0017817, Val MRR:0.40038, ice0003_2 +2023-05-19 08:50:49,873 - ice0003_2 - [INFO] - [E:137| 800]: Train Loss:0.0017823, Val MRR:0.40038, ice0003_2 +2023-05-19 08:52:33,321 - ice0003_2 - [INFO] - [E:137| 900]: Train Loss:0.001783, Val MRR:0.40038, ice0003_2 +2023-05-19 08:53:35,531 - ice0003_2 - [INFO] - [Epoch:137]: Training Loss:0.001783 + +2023-05-19 08:53:35,802 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 08:53:59,225 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 08:54:21,970 - ice0003_2 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.42319, Head : 0.37769, Avg : 0.40044 + +2023-05-19 08:54:24,178 - ice0003_2 - [INFO] - [Epoch 137]: Training Loss: 0.0017831, Valid MRR: 0.40044, + + + +2023-05-19 08:54:25,432 - ice0003_2 - [INFO] - [E:138| 0]: Train Loss:0.001777, Val MRR:0.40044, ice0003_2 +2023-05-19 08:56:07,548 - ice0003_2 - [INFO] - [E:138| 100]: Train Loss:0.0017746, Val MRR:0.40044, ice0003_2 +2023-05-19 08:57:49,575 - ice0003_2 - [INFO] - [E:138| 200]: Train Loss:0.0017776, Val MRR:0.40044, ice0003_2 +2023-05-19 08:59:30,894 - ice0003_2 - [INFO] - [E:138| 300]: Train Loss:0.0017788, Val MRR:0.40044, ice0003_2 +2023-05-19 09:01:11,543 - ice0003_2 - [INFO] - [E:138| 400]: Train Loss:0.001779, Val MRR:0.40044, ice0003_2 +2023-05-19 09:02:44,885 - ice0003_2 - [INFO] - [E:138| 500]: Train Loss:0.0017792, Val MRR:0.40044, ice0003_2 +2023-05-19 09:04:27,879 - ice0003_2 - [INFO] - [E:138| 600]: Train Loss:0.0017789, Val MRR:0.40044, ice0003_2 +2023-05-19 09:06:10,164 - ice0003_2 - [INFO] - [E:138| 700]: Train Loss:0.0017803, Val MRR:0.40044, ice0003_2 +2023-05-19 09:07:52,617 - ice0003_2 - [INFO] - [E:138| 800]: Train Loss:0.0017815, Val MRR:0.40044, ice0003_2 +2023-05-19 09:09:34,889 - ice0003_2 - [INFO] - [E:138| 900]: Train Loss:0.0017819, Val MRR:0.40044, ice0003_2 +2023-05-19 09:10:37,511 - ice0003_2 - [INFO] - [Epoch:138]: Training Loss:0.001782 + +2023-05-19 09:10:37,847 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 09:11:01,445 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 09:11:24,186 - ice0003_2 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.42326, Head : 0.37594, Avg : 0.3996 + +2023-05-19 09:11:24,186 - ice0003_2 - [INFO] - [Epoch 138]: Training Loss: 0.0017822, Valid MRR: 0.40044, + + + +2023-05-19 09:11:25,319 - ice0003_2 - [INFO] - [E:139| 0]: Train Loss:0.0017402, Val MRR:0.40044, ice0003_2 +2023-05-19 09:13:10,997 - ice0003_2 - [INFO] - [E:139| 100]: Train Loss:0.0017736, Val MRR:0.40044, ice0003_2 +2023-05-19 09:14:53,304 - ice0003_2 - [INFO] - [E:139| 200]: Train Loss:0.0017741, Val MRR:0.40044, ice0003_2 +2023-05-19 09:16:36,791 - ice0003_2 - [INFO] - [E:139| 300]: Train Loss:0.0017765, Val MRR:0.40044, ice0003_2 +2023-05-19 09:18:19,278 - ice0003_2 - [INFO] - [E:139| 400]: Train Loss:0.0017774, Val MRR:0.40044, ice0003_2 +2023-05-19 09:19:51,953 - ice0003_2 - [INFO] - [E:139| 500]: Train Loss:0.0017776, Val MRR:0.40044, ice0003_2 +2023-05-19 09:21:34,648 - ice0003_2 - [INFO] - [E:139| 600]: Train Loss:0.0017784, Val MRR:0.40044, ice0003_2 +2023-05-19 09:23:17,202 - ice0003_2 - [INFO] - [E:139| 700]: Train Loss:0.0017789, Val MRR:0.40044, ice0003_2 +2023-05-19 09:25:00,127 - ice0003_2 - [INFO] - [E:139| 800]: Train Loss:0.0017794, Val MRR:0.40044, ice0003_2 +2023-05-19 09:26:44,112 - ice0003_2 - [INFO] - [E:139| 900]: Train Loss:0.0017804, Val MRR:0.40044, ice0003_2 +2023-05-19 09:27:45,553 - ice0003_2 - [INFO] - [Epoch:139]: Training Loss:0.001781 + +2023-05-19 09:27:45,899 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 09:28:08,624 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 09:28:30,882 - ice0003_2 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.4211, Head : 0.37532, Avg : 0.39821 + MR: Tail : 346.79, Head : 367.3, Avg : 357.05 + Hit-1: Tail : 0.31399, Head : 0.27066, Avg : 0.29233 + Hit-3: Tail : 0.4753, Head : 0.42238, Avg : 0.44884 + Hit-10: Tail : 0.62738, Head : 0.58466, Avg : 0.60602 +2023-05-19 09:28:30,882 - ice0003_2 - [INFO] - [Epoch 139]: Training Loss: 0.0017814, Valid MRR: 0.40044, + + + +2023-05-19 09:28:31,925 - ice0003_2 - [INFO] - [E:140| 0]: Train Loss:0.0017448, Val MRR:0.40044, ice0003_2 +2023-05-19 09:30:13,788 - ice0003_2 - [INFO] - [E:140| 100]: Train Loss:0.0017752, Val MRR:0.40044, ice0003_2 +2023-05-19 09:31:56,463 - ice0003_2 - [INFO] - [E:140| 200]: Train Loss:0.0017759, Val MRR:0.40044, ice0003_2 +2023-05-19 09:33:38,342 - ice0003_2 - [INFO] - [E:140| 300]: Train Loss:0.0017767, Val MRR:0.40044, ice0003_2 +2023-05-19 09:35:20,412 - ice0003_2 - [INFO] - [E:140| 400]: Train Loss:0.0017772, Val MRR:0.40044, ice0003_2 +2023-05-19 09:36:52,168 - ice0003_2 - [INFO] - [E:140| 500]: Train Loss:0.0017778, Val MRR:0.40044, ice0003_2 +2023-05-19 09:38:34,341 - ice0003_2 - [INFO] - [E:140| 600]: Train Loss:0.0017781, Val MRR:0.40044, ice0003_2 +2023-05-19 09:40:16,392 - ice0003_2 - [INFO] - [E:140| 700]: Train Loss:0.0017782, Val MRR:0.40044, ice0003_2 +2023-05-19 09:41:57,700 - ice0003_2 - [INFO] - [E:140| 800]: Train Loss:0.0017785, Val MRR:0.40044, ice0003_2 +2023-05-19 09:43:38,747 - ice0003_2 - [INFO] - [E:140| 900]: Train Loss:0.0017792, Val MRR:0.40044, ice0003_2 +2023-05-19 09:44:41,898 - ice0003_2 - [INFO] - [Epoch:140]: Training Loss:0.00178 + +2023-05-19 09:44:42,122 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 09:45:03,851 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 09:45:26,896 - ice0003_2 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.42411, Head : 0.37528, Avg : 0.39969 + +2023-05-19 09:45:26,896 - ice0003_2 - [INFO] - [Epoch 140]: Training Loss: 0.0017799, Valid MRR: 0.40044, + + + +2023-05-19 09:45:28,101 - ice0003_2 - [INFO] - [E:141| 0]: Train Loss:0.0017749, Val MRR:0.40044, ice0003_2 +2023-05-19 09:47:10,033 - ice0003_2 - [INFO] - [E:141| 100]: Train Loss:0.001774, Val MRR:0.40044, ice0003_2 +2023-05-19 09:48:52,245 - ice0003_2 - [INFO] - [E:141| 200]: Train Loss:0.0017745, Val MRR:0.40044, ice0003_2 +2023-05-19 09:50:35,047 - ice0003_2 - [INFO] - [E:141| 300]: Train Loss:0.0017744, Val MRR:0.40044, ice0003_2 +2023-05-19 09:52:18,411 - ice0003_2 - [INFO] - [E:141| 400]: Train Loss:0.0017745, Val MRR:0.40044, ice0003_2 +2023-05-19 09:53:51,565 - ice0003_2 - [INFO] - [E:141| 500]: Train Loss:0.0017752, Val MRR:0.40044, ice0003_2 +2023-05-19 09:55:34,150 - ice0003_2 - [INFO] - [E:141| 600]: Train Loss:0.0017764, Val MRR:0.40044, ice0003_2 +2023-05-19 09:57:15,959 - ice0003_2 - [INFO] - [E:141| 700]: Train Loss:0.0017767, Val MRR:0.40044, ice0003_2 +2023-05-19 09:58:58,450 - ice0003_2 - [INFO] - [E:141| 800]: Train Loss:0.0017778, Val MRR:0.40044, ice0003_2 +2023-05-19 10:00:44,801 - ice0003_2 - [INFO] - [E:141| 900]: Train Loss:0.0017786, Val MRR:0.40044, ice0003_2 +2023-05-19 10:01:54,145 - ice0003_2 - [INFO] - [Epoch:141]: Training Loss:0.001779 + +2023-05-19 10:01:54,363 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 10:02:09,629 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 10:02:32,624 - ice0003_2 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.42341, Head : 0.37708, Avg : 0.40025 + +2023-05-19 10:02:32,625 - ice0003_2 - [INFO] - [Epoch 141]: Training Loss: 0.0017788, Valid MRR: 0.40044, + + + +2023-05-19 10:02:33,613 - ice0003_2 - [INFO] - [E:142| 0]: Train Loss:0.0017799, Val MRR:0.40044, ice0003_2 +2023-05-19 10:04:15,421 - ice0003_2 - [INFO] - [E:142| 100]: Train Loss:0.001775, Val MRR:0.40044, ice0003_2 +2023-05-19 10:05:56,927 - ice0003_2 - [INFO] - [E:142| 200]: Train Loss:0.0017763, Val MRR:0.40044, ice0003_2 +2023-05-19 10:07:38,964 - ice0003_2 - [INFO] - [E:142| 300]: Train Loss:0.0017747, Val MRR:0.40044, ice0003_2 +2023-05-19 10:09:20,714 - ice0003_2 - [INFO] - [E:142| 400]: Train Loss:0.0017754, Val MRR:0.40044, ice0003_2 +2023-05-19 10:10:51,953 - ice0003_2 - [INFO] - [E:142| 500]: Train Loss:0.0017757, Val MRR:0.40044, ice0003_2 +2023-05-19 10:12:34,616 - ice0003_2 - [INFO] - [E:142| 600]: Train Loss:0.0017751, Val MRR:0.40044, ice0003_2 +2023-05-19 10:14:18,115 - ice0003_2 - [INFO] - [E:142| 700]: Train Loss:0.0017759, Val MRR:0.40044, ice0003_2 +2023-05-19 10:16:01,618 - ice0003_2 - [INFO] - [E:142| 800]: Train Loss:0.0017766, Val MRR:0.40044, ice0003_2 +2023-05-19 10:17:45,063 - ice0003_2 - [INFO] - [E:142| 900]: Train Loss:0.0017774, Val MRR:0.40044, ice0003_2 +2023-05-19 10:18:58,034 - ice0003_2 - [INFO] - [Epoch:142]: Training Loss:0.001777 + +2023-05-19 10:18:58,555 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 10:19:13,860 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 10:19:32,907 - ice0003_2 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.42139, Head : 0.37701, Avg : 0.3992 + +2023-05-19 10:19:32,907 - ice0003_2 - [INFO] - [Epoch 142]: Training Loss: 0.0017774, Valid MRR: 0.40044, + + + +2023-05-19 10:19:34,092 - ice0003_2 - [INFO] - [E:143| 0]: Train Loss:0.0017224, Val MRR:0.40044, ice0003_2 +2023-05-19 10:21:16,772 - ice0003_2 - [INFO] - [E:143| 100]: Train Loss:0.0017686, Val MRR:0.40044, ice0003_2 +2023-05-19 10:23:00,209 - ice0003_2 - [INFO] - [E:143| 200]: Train Loss:0.001771, Val MRR:0.40044, ice0003_2 +2023-05-19 10:24:42,425 - ice0003_2 - [INFO] - [E:143| 300]: Train Loss:0.0017704, Val MRR:0.40044, ice0003_2 +2023-05-19 10:26:24,015 - ice0003_2 - [INFO] - [E:143| 400]: Train Loss:0.0017712, Val MRR:0.40044, ice0003_2 +2023-05-19 10:27:56,337 - ice0003_2 - [INFO] - [E:143| 500]: Train Loss:0.0017727, Val MRR:0.40044, ice0003_2 +2023-05-19 10:29:39,008 - ice0003_2 - [INFO] - [E:143| 600]: Train Loss:0.0017736, Val MRR:0.40044, ice0003_2 +2023-05-19 10:31:21,327 - ice0003_2 - [INFO] - [E:143| 700]: Train Loss:0.0017746, Val MRR:0.40044, ice0003_2 +2023-05-19 10:33:03,948 - ice0003_2 - [INFO] - [E:143| 800]: Train Loss:0.0017758, Val MRR:0.40044, ice0003_2 +2023-05-19 10:34:46,922 - ice0003_2 - [INFO] - [E:143| 900]: Train Loss:0.0017766, Val MRR:0.40044, ice0003_2 +2023-05-19 10:35:59,203 - ice0003_2 - [INFO] - [Epoch:143]: Training Loss:0.001777 + +2023-05-19 10:35:59,546 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 10:36:19,992 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 10:36:34,159 - ice0003_2 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.42314, Head : 0.3773, Avg : 0.40022 + +2023-05-19 10:36:34,160 - ice0003_2 - [INFO] - [Epoch 143]: Training Loss: 0.0017766, Valid MRR: 0.40044, + + + +2023-05-19 10:36:35,331 - ice0003_2 - [INFO] - [E:144| 0]: Train Loss:0.0017701, Val MRR:0.40044, ice0003_2 +2023-05-19 10:38:18,517 - ice0003_2 - [INFO] - [E:144| 100]: Train Loss:0.0017667, Val MRR:0.40044, ice0003_2 +2023-05-19 10:39:59,958 - ice0003_2 - [INFO] - [E:144| 200]: Train Loss:0.0017686, Val MRR:0.40044, ice0003_2 +2023-05-19 10:41:41,573 - ice0003_2 - [INFO] - [E:144| 300]: Train Loss:0.0017707, Val MRR:0.40044, ice0003_2 +2023-05-19 10:43:24,138 - ice0003_2 - [INFO] - [E:144| 400]: Train Loss:0.0017707, Val MRR:0.40044, ice0003_2 +2023-05-19 10:44:59,050 - ice0003_2 - [INFO] - [E:144| 500]: Train Loss:0.0017718, Val MRR:0.40044, ice0003_2 +2023-05-19 10:46:39,497 - ice0003_2 - [INFO] - [E:144| 600]: Train Loss:0.0017733, Val MRR:0.40044, ice0003_2 +2023-05-19 10:48:26,204 - ice0003_2 - [INFO] - [E:144| 700]: Train Loss:0.0017738, Val MRR:0.40044, ice0003_2 +2023-05-19 10:50:09,806 - ice0003_2 - [INFO] - [E:144| 800]: Train Loss:0.0017745, Val MRR:0.40044, ice0003_2 +2023-05-19 10:51:52,867 - ice0003_2 - [INFO] - [E:144| 900]: Train Loss:0.001775, Val MRR:0.40044, ice0003_2 +2023-05-19 10:53:05,157 - ice0003_2 - [INFO] - [Epoch:144]: Training Loss:0.001776 + +2023-05-19 10:53:05,422 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 10:53:27,928 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 10:53:44,272 - ice0003_2 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.42369, Head : 0.37816, Avg : 0.40092 + +2023-05-19 10:53:47,138 - ice0003_2 - [INFO] - [Epoch 144]: Training Loss: 0.0017756, Valid MRR: 0.40092, + + + +2023-05-19 10:53:47,796 - ice0003_2 - [INFO] - [E:145| 0]: Train Loss:0.0017263, Val MRR:0.40092, ice0003_2 +2023-05-19 10:55:27,271 - ice0003_2 - [INFO] - [E:145| 100]: Train Loss:0.0017677, Val MRR:0.40092, ice0003_2 +2023-05-19 10:57:10,118 - ice0003_2 - [INFO] - [E:145| 200]: Train Loss:0.0017682, Val MRR:0.40092, ice0003_2 +2023-05-19 10:58:53,183 - ice0003_2 - [INFO] - [E:145| 300]: Train Loss:0.001768, Val MRR:0.40092, ice0003_2 +2023-05-19 11:00:36,357 - ice0003_2 - [INFO] - [E:145| 400]: Train Loss:0.0017695, Val MRR:0.40092, ice0003_2 +2023-05-19 11:02:16,278 - ice0003_2 - [INFO] - [E:145| 500]: Train Loss:0.0017707, Val MRR:0.40092, ice0003_2 +2023-05-19 11:03:51,641 - ice0003_2 - [INFO] - [E:145| 600]: Train Loss:0.0017707, Val MRR:0.40092, ice0003_2 +2023-05-19 11:05:33,567 - ice0003_2 - [INFO] - [E:145| 700]: Train Loss:0.0017715, Val MRR:0.40092, ice0003_2 +2023-05-19 11:07:15,825 - ice0003_2 - [INFO] - [E:145| 800]: Train Loss:0.0017729, Val MRR:0.40092, ice0003_2 +2023-05-19 11:08:56,067 - ice0003_2 - [INFO] - [E:145| 900]: Train Loss:0.0017736, Val MRR:0.40092, ice0003_2 +2023-05-19 11:10:07,558 - ice0003_2 - [INFO] - [Epoch:145]: Training Loss:0.001774 + +2023-05-19 11:10:07,822 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 11:10:31,059 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 11:10:48,541 - ice0003_2 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.42433, Head : 0.37749, Avg : 0.40091 + +2023-05-19 11:10:48,542 - ice0003_2 - [INFO] - [Epoch 145]: Training Loss: 0.0017745, Valid MRR: 0.40092, + + + +2023-05-19 11:10:49,190 - ice0003_2 - [INFO] - [E:146| 0]: Train Loss:0.0018013, Val MRR:0.40092, ice0003_2 +2023-05-19 11:12:26,584 - ice0003_2 - [INFO] - [E:146| 100]: Train Loss:0.0017603, Val MRR:0.40092, ice0003_2 +2023-05-19 11:14:08,305 - ice0003_2 - [INFO] - [E:146| 200]: Train Loss:0.0017625, Val MRR:0.40092, ice0003_2 +2023-05-19 11:15:50,371 - ice0003_2 - [INFO] - [E:146| 300]: Train Loss:0.0017657, Val MRR:0.40092, ice0003_2 +2023-05-19 11:17:32,506 - ice0003_2 - [INFO] - [E:146| 400]: Train Loss:0.001766, Val MRR:0.40092, ice0003_2 +2023-05-19 11:19:14,934 - ice0003_2 - [INFO] - [E:146| 500]: Train Loss:0.0017676, Val MRR:0.40092, ice0003_2 +2023-05-19 11:20:47,182 - ice0003_2 - [INFO] - [E:146| 600]: Train Loss:0.0017686, Val MRR:0.40092, ice0003_2 +2023-05-19 11:22:29,128 - ice0003_2 - [INFO] - [E:146| 700]: Train Loss:0.0017697, Val MRR:0.40092, ice0003_2 +2023-05-19 11:24:11,061 - ice0003_2 - [INFO] - [E:146| 800]: Train Loss:0.0017701, Val MRR:0.40092, ice0003_2 +2023-05-19 11:25:53,259 - ice0003_2 - [INFO] - [E:146| 900]: Train Loss:0.0017716, Val MRR:0.40092, ice0003_2 +2023-05-19 11:27:05,261 - ice0003_2 - [INFO] - [Epoch:146]: Training Loss:0.001772 + +2023-05-19 11:27:05,739 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 11:27:28,441 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 11:27:51,324 - ice0003_2 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.4242, Head : 0.37691, Avg : 0.40056 + +2023-05-19 11:27:51,324 - ice0003_2 - [INFO] - [Epoch 146]: Training Loss: 0.0017724, Valid MRR: 0.40092, + + + +2023-05-19 11:27:52,060 - ice0003_2 - [INFO] - [E:147| 0]: Train Loss:0.0017888, Val MRR:0.40092, ice0003_2 +2023-05-19 11:29:24,568 - ice0003_2 - [INFO] - [E:147| 100]: Train Loss:0.0017683, Val MRR:0.40092, ice0003_2 +2023-05-19 11:31:07,080 - ice0003_2 - [INFO] - [E:147| 200]: Train Loss:0.0017685, Val MRR:0.40092, ice0003_2 +2023-05-19 11:32:49,394 - ice0003_2 - [INFO] - [E:147| 300]: Train Loss:0.0017672, Val MRR:0.40092, ice0003_2 +2023-05-19 11:34:31,827 - ice0003_2 - [INFO] - [E:147| 400]: Train Loss:0.0017673, Val MRR:0.40092, ice0003_2 +2023-05-19 11:36:17,677 - ice0003_2 - [INFO] - [E:147| 500]: Train Loss:0.0017673, Val MRR:0.40092, ice0003_2 +2023-05-19 11:37:49,184 - ice0003_2 - [INFO] - [E:147| 600]: Train Loss:0.0017687, Val MRR:0.40092, ice0003_2 +2023-05-19 11:39:32,217 - ice0003_2 - [INFO] - [E:147| 700]: Train Loss:0.0017695, Val MRR:0.40092, ice0003_2 +2023-05-19 11:41:15,702 - ice0003_2 - [INFO] - [E:147| 800]: Train Loss:0.0017703, Val MRR:0.40092, ice0003_2 +2023-05-19 11:42:59,556 - ice0003_2 - [INFO] - [E:147| 900]: Train Loss:0.0017708, Val MRR:0.40092, ice0003_2 +2023-05-19 11:44:12,210 - ice0003_2 - [INFO] - [Epoch:147]: Training Loss:0.001772 + +2023-05-19 11:44:12,583 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 11:44:35,916 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 11:44:58,884 - ice0003_2 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.42317, Head : 0.37627, Avg : 0.39972 + +2023-05-19 11:44:58,884 - ice0003_2 - [INFO] - [Epoch 147]: Training Loss: 0.0017719, Valid MRR: 0.40092, + + + +2023-05-19 11:45:00,071 - ice0003_2 - [INFO] - [E:148| 0]: Train Loss:0.0017487, Val MRR:0.40092, ice0003_2 +2023-05-19 11:46:32,619 - ice0003_2 - [INFO] - [E:148| 100]: Train Loss:0.0017629, Val MRR:0.40092, ice0003_2 +2023-05-19 11:48:14,811 - ice0003_2 - [INFO] - [E:148| 200]: Train Loss:0.0017667, Val MRR:0.40092, ice0003_2 +2023-05-19 11:49:57,580 - ice0003_2 - [INFO] - [E:148| 300]: Train Loss:0.001766, Val MRR:0.40092, ice0003_2 +2023-05-19 11:51:39,480 - ice0003_2 - [INFO] - [E:148| 400]: Train Loss:0.0017669, Val MRR:0.40092, ice0003_2 +2023-05-19 11:53:21,462 - ice0003_2 - [INFO] - [E:148| 500]: Train Loss:0.0017674, Val MRR:0.40092, ice0003_2 +2023-05-19 11:54:54,331 - ice0003_2 - [INFO] - [E:148| 600]: Train Loss:0.0017687, Val MRR:0.40092, ice0003_2 +2023-05-19 11:56:37,560 - ice0003_2 - [INFO] - [E:148| 700]: Train Loss:0.0017696, Val MRR:0.40092, ice0003_2 +2023-05-19 11:58:20,688 - ice0003_2 - [INFO] - [E:148| 800]: Train Loss:0.0017695, Val MRR:0.40092, ice0003_2 +2023-05-19 12:00:03,862 - ice0003_2 - [INFO] - [E:148| 900]: Train Loss:0.0017702, Val MRR:0.40092, ice0003_2 +2023-05-19 12:01:16,251 - ice0003_2 - [INFO] - [Epoch:148]: Training Loss:0.001771 + +2023-05-19 12:01:16,514 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 12:01:40,249 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 12:02:03,209 - ice0003_2 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.42281, Head : 0.37821, Avg : 0.40051 + +2023-05-19 12:02:03,210 - ice0003_2 - [INFO] - [Epoch 148]: Training Loss: 0.001771, Valid MRR: 0.40092, + + + +2023-05-19 12:02:04,343 - ice0003_2 - [INFO] - [E:149| 0]: Train Loss:0.0017829, Val MRR:0.40092, ice0003_2 +2023-05-19 12:03:36,911 - ice0003_2 - [INFO] - [E:149| 100]: Train Loss:0.001766, Val MRR:0.40092, ice0003_2 +2023-05-19 12:05:19,632 - ice0003_2 - [INFO] - [E:149| 200]: Train Loss:0.0017638, Val MRR:0.40092, ice0003_2 +2023-05-19 12:07:01,390 - ice0003_2 - [INFO] - [E:149| 300]: Train Loss:0.0017654, Val MRR:0.40092, ice0003_2 +2023-05-19 12:08:45,058 - ice0003_2 - [INFO] - [E:149| 400]: Train Loss:0.0017662, Val MRR:0.40092, ice0003_2 +2023-05-19 12:10:28,335 - ice0003_2 - [INFO] - [E:149| 500]: Train Loss:0.0017667, Val MRR:0.40092, ice0003_2 +2023-05-19 12:12:00,796 - ice0003_2 - [INFO] - [E:149| 600]: Train Loss:0.0017675, Val MRR:0.40092, ice0003_2 +2023-05-19 12:13:43,162 - ice0003_2 - [INFO] - [E:149| 700]: Train Loss:0.0017682, Val MRR:0.40092, ice0003_2 +2023-05-19 12:15:25,934 - ice0003_2 - [INFO] - [E:149| 800]: Train Loss:0.0017685, Val MRR:0.40092, ice0003_2 +2023-05-19 12:17:07,930 - ice0003_2 - [INFO] - [E:149| 900]: Train Loss:0.0017693, Val MRR:0.40092, ice0003_2 +2023-05-19 12:18:19,593 - ice0003_2 - [INFO] - [Epoch:149]: Training Loss:0.001769 + +2023-05-19 12:18:19,940 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 12:18:43,541 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 12:19:06,222 - ice0003_2 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.42233, Head : 0.37983, Avg : 0.40108 + MR: Tail : 352.28, Head : 379.72, Avg : 366.0 + Hit-1: Tail : 0.31448, Head : 0.27661, Avg : 0.29555 + Hit-3: Tail : 0.477, Head : 0.42396, Avg : 0.45048 + Hit-10: Tail : 0.63029, Head : 0.58721, Avg : 0.60875 +2023-05-19 12:19:08,130 - ice0003_2 - [INFO] - [Epoch 149]: Training Loss: 0.0017694, Valid MRR: 0.40108, + + + +2023-05-19 12:19:09,014 - ice0003_2 - [INFO] - [E:150| 0]: Train Loss:0.0017595, Val MRR:0.40108, ice0003_2 +2023-05-19 12:20:40,502 - ice0003_2 - [INFO] - [E:150| 100]: Train Loss:0.0017592, Val MRR:0.40108, ice0003_2 +2023-05-19 12:22:22,703 - ice0003_2 - [INFO] - [E:150| 200]: Train Loss:0.0017598, Val MRR:0.40108, ice0003_2 +2023-05-19 12:24:08,358 - ice0003_2 - [INFO] - [E:150| 300]: Train Loss:0.001762, Val MRR:0.40108, ice0003_2 +2023-05-19 12:25:51,210 - ice0003_2 - [INFO] - [E:150| 400]: Train Loss:0.0017641, Val MRR:0.40108, ice0003_2 +2023-05-19 12:27:34,314 - ice0003_2 - [INFO] - [E:150| 500]: Train Loss:0.001765, Val MRR:0.40108, ice0003_2 +2023-05-19 12:29:07,074 - ice0003_2 - [INFO] - [E:150| 600]: Train Loss:0.0017659, Val MRR:0.40108, ice0003_2 +2023-05-19 12:30:49,744 - ice0003_2 - [INFO] - [E:150| 700]: Train Loss:0.0017665, Val MRR:0.40108, ice0003_2 +2023-05-19 12:32:32,254 - ice0003_2 - [INFO] - [E:150| 800]: Train Loss:0.0017673, Val MRR:0.40108, ice0003_2 +2023-05-19 12:34:14,579 - ice0003_2 - [INFO] - [E:150| 900]: Train Loss:0.0017683, Val MRR:0.40108, ice0003_2 +2023-05-19 12:35:26,225 - ice0003_2 - [INFO] - [Epoch:150]: Training Loss:0.001769 + +2023-05-19 12:35:26,643 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 12:35:49,055 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 12:36:11,871 - ice0003_2 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.42313, Head : 0.37672, Avg : 0.39993 + +2023-05-19 12:36:11,871 - ice0003_2 - [INFO] - [Epoch 150]: Training Loss: 0.0017688, Valid MRR: 0.40108, + + + +2023-05-19 12:36:13,089 - ice0003_2 - [INFO] - [E:151| 0]: Train Loss:0.0017694, Val MRR:0.40108, ice0003_2 +2023-05-19 12:37:45,816 - ice0003_2 - [INFO] - [E:151| 100]: Train Loss:0.0017595, Val MRR:0.40108, ice0003_2 +2023-05-19 12:39:28,447 - ice0003_2 - [INFO] - [E:151| 200]: Train Loss:0.0017596, Val MRR:0.40108, ice0003_2 +2023-05-19 12:41:11,827 - ice0003_2 - [INFO] - [E:151| 300]: Train Loss:0.0017619, Val MRR:0.40108, ice0003_2 +2023-05-19 12:42:54,871 - ice0003_2 - [INFO] - [E:151| 400]: Train Loss:0.0017631, Val MRR:0.40108, ice0003_2 +2023-05-19 12:44:37,283 - ice0003_2 - [INFO] - [E:151| 500]: Train Loss:0.0017639, Val MRR:0.40108, ice0003_2 +2023-05-19 12:46:09,875 - ice0003_2 - [INFO] - [E:151| 600]: Train Loss:0.0017643, Val MRR:0.40108, ice0003_2 +2023-05-19 12:47:52,566 - ice0003_2 - [INFO] - [E:151| 700]: Train Loss:0.0017655, Val MRR:0.40108, ice0003_2 +2023-05-19 12:49:33,923 - ice0003_2 - [INFO] - [E:151| 800]: Train Loss:0.0017665, Val MRR:0.40108, ice0003_2 +2023-05-19 12:51:15,639 - ice0003_2 - [INFO] - [E:151| 900]: Train Loss:0.0017667, Val MRR:0.40108, ice0003_2 +2023-05-19 12:52:26,944 - ice0003_2 - [INFO] - [Epoch:151]: Training Loss:0.001768 + +2023-05-19 12:52:27,251 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 12:52:50,258 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 12:53:13,241 - ice0003_2 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.42287, Head : 0.37782, Avg : 0.40034 + +2023-05-19 12:53:13,241 - ice0003_2 - [INFO] - [Epoch 151]: Training Loss: 0.0017676, Valid MRR: 0.40108, + + + +2023-05-19 12:53:14,315 - ice0003_2 - [INFO] - [E:152| 0]: Train Loss:0.0017657, Val MRR:0.40108, ice0003_2 +2023-05-19 12:54:46,260 - ice0003_2 - [INFO] - [E:152| 100]: Train Loss:0.0017629, Val MRR:0.40108, ice0003_2 +2023-05-19 12:56:29,566 - ice0003_2 - [INFO] - [E:152| 200]: Train Loss:0.001759, Val MRR:0.40108, ice0003_2 +2023-05-19 12:58:13,121 - ice0003_2 - [INFO] - [E:152| 300]: Train Loss:0.0017615, Val MRR:0.40108, ice0003_2 +2023-05-19 12:59:56,919 - ice0003_2 - [INFO] - [E:152| 400]: Train Loss:0.0017621, Val MRR:0.40108, ice0003_2 +2023-05-19 13:01:40,310 - ice0003_2 - [INFO] - [E:152| 500]: Train Loss:0.0017628, Val MRR:0.40108, ice0003_2 +2023-05-19 13:03:12,512 - ice0003_2 - [INFO] - [E:152| 600]: Train Loss:0.0017638, Val MRR:0.40108, ice0003_2 +2023-05-19 13:04:53,492 - ice0003_2 - [INFO] - [E:152| 700]: Train Loss:0.0017644, Val MRR:0.40108, ice0003_2 +2023-05-19 13:06:37,055 - ice0003_2 - [INFO] - [E:152| 800]: Train Loss:0.0017653, Val MRR:0.40108, ice0003_2 +2023-05-19 13:08:20,407 - ice0003_2 - [INFO] - [E:152| 900]: Train Loss:0.0017661, Val MRR:0.40108, ice0003_2 +2023-05-19 13:09:33,142 - ice0003_2 - [INFO] - [Epoch:152]: Training Loss:0.001767 + +2023-05-19 13:09:33,515 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 13:09:56,743 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 13:10:20,024 - ice0003_2 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.42505, Head : 0.37698, Avg : 0.40101 + +2023-05-19 13:10:20,024 - ice0003_2 - [INFO] - [Epoch 152]: Training Loss: 0.0017666, Valid MRR: 0.40108, + + + +2023-05-19 13:10:21,070 - ice0003_2 - [INFO] - [E:153| 0]: Train Loss:0.0017885, Val MRR:0.40108, ice0003_2 +2023-05-19 13:11:57,014 - ice0003_2 - [INFO] - [E:153| 100]: Train Loss:0.0017551, Val MRR:0.40108, ice0003_2 +2023-05-19 13:13:39,160 - ice0003_2 - [INFO] - [E:153| 200]: Train Loss:0.0017571, Val MRR:0.40108, ice0003_2 +2023-05-19 13:15:21,076 - ice0003_2 - [INFO] - [E:153| 300]: Train Loss:0.0017585, Val MRR:0.40108, ice0003_2 +2023-05-19 13:17:02,722 - ice0003_2 - [INFO] - [E:153| 400]: Train Loss:0.0017597, Val MRR:0.40108, ice0003_2 +2023-05-19 13:18:44,284 - ice0003_2 - [INFO] - [E:153| 500]: Train Loss:0.0017617, Val MRR:0.40108, ice0003_2 +2023-05-19 13:20:16,482 - ice0003_2 - [INFO] - [E:153| 600]: Train Loss:0.0017625, Val MRR:0.40108, ice0003_2 +2023-05-19 13:21:58,917 - ice0003_2 - [INFO] - [E:153| 700]: Train Loss:0.0017639, Val MRR:0.40108, ice0003_2 +2023-05-19 13:23:41,042 - ice0003_2 - [INFO] - [E:153| 800]: Train Loss:0.0017649, Val MRR:0.40108, ice0003_2 +2023-05-19 13:25:23,641 - ice0003_2 - [INFO] - [E:153| 900]: Train Loss:0.0017656, Val MRR:0.40108, ice0003_2 +2023-05-19 13:26:35,614 - ice0003_2 - [INFO] - [Epoch:153]: Training Loss:0.001766 + +2023-05-19 13:26:36,008 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 13:26:59,507 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 13:27:22,441 - ice0003_2 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.42469, Head : 0.37813, Avg : 0.40141 + +2023-05-19 13:27:25,332 - ice0003_2 - [INFO] - [Epoch 153]: Training Loss: 0.0017657, Valid MRR: 0.40141, + + + +2023-05-19 13:27:26,536 - ice0003_2 - [INFO] - [E:154| 0]: Train Loss:0.0017776, Val MRR:0.40141, ice0003_2 +2023-05-19 13:28:59,608 - ice0003_2 - [INFO] - [E:154| 100]: Train Loss:0.0017567, Val MRR:0.40141, ice0003_2 +2023-05-19 13:30:42,272 - ice0003_2 - [INFO] - [E:154| 200]: Train Loss:0.0017576, Val MRR:0.40141, ice0003_2 +2023-05-19 13:32:23,900 - ice0003_2 - [INFO] - [E:154| 300]: Train Loss:0.0017579, Val MRR:0.40141, ice0003_2 +2023-05-19 13:34:05,546 - ice0003_2 - [INFO] - [E:154| 400]: Train Loss:0.0017592, Val MRR:0.40141, ice0003_2 +2023-05-19 13:35:47,927 - ice0003_2 - [INFO] - [E:154| 500]: Train Loss:0.0017604, Val MRR:0.40141, ice0003_2 +2023-05-19 13:37:20,161 - ice0003_2 - [INFO] - [E:154| 600]: Train Loss:0.0017612, Val MRR:0.40141, ice0003_2 +2023-05-19 13:39:02,900 - ice0003_2 - [INFO] - [E:154| 700]: Train Loss:0.0017626, Val MRR:0.40141, ice0003_2 +2023-05-19 13:40:45,977 - ice0003_2 - [INFO] - [E:154| 800]: Train Loss:0.0017629, Val MRR:0.40141, ice0003_2 +2023-05-19 13:42:28,630 - ice0003_2 - [INFO] - [E:154| 900]: Train Loss:0.0017638, Val MRR:0.40141, ice0003_2 +2023-05-19 13:43:40,480 - ice0003_2 - [INFO] - [Epoch:154]: Training Loss:0.001764 + +2023-05-19 13:43:40,996 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 13:44:04,268 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 13:44:27,577 - ice0003_2 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.42413, Head : 0.37793, Avg : 0.40103 + +2023-05-19 13:44:27,577 - ice0003_2 - [INFO] - [Epoch 154]: Training Loss: 0.0017641, Valid MRR: 0.40141, + + + +2023-05-19 13:44:28,704 - ice0003_2 - [INFO] - [E:155| 0]: Train Loss:0.0017506, Val MRR:0.40141, ice0003_2 +2023-05-19 13:46:01,012 - ice0003_2 - [INFO] - [E:155| 100]: Train Loss:0.0017599, Val MRR:0.40141, ice0003_2 +2023-05-19 13:47:42,306 - ice0003_2 - [INFO] - [E:155| 200]: Train Loss:0.0017583, Val MRR:0.40141, ice0003_2 +2023-05-19 13:49:25,416 - ice0003_2 - [INFO] - [E:155| 300]: Train Loss:0.0017586, Val MRR:0.40141, ice0003_2 +2023-05-19 13:51:08,436 - ice0003_2 - [INFO] - [E:155| 400]: Train Loss:0.0017598, Val MRR:0.40141, ice0003_2 +2023-05-19 13:52:51,565 - ice0003_2 - [INFO] - [E:155| 500]: Train Loss:0.0017607, Val MRR:0.40141, ice0003_2 +2023-05-19 13:54:26,505 - ice0003_2 - [INFO] - [E:155| 600]: Train Loss:0.0017617, Val MRR:0.40141, ice0003_2 +2023-05-19 13:56:06,842 - ice0003_2 - [INFO] - [E:155| 700]: Train Loss:0.0017617, Val MRR:0.40141, ice0003_2 +2023-05-19 13:57:49,722 - ice0003_2 - [INFO] - [E:155| 800]: Train Loss:0.0017625, Val MRR:0.40141, ice0003_2 +2023-05-19 13:59:35,662 - ice0003_2 - [INFO] - [E:155| 900]: Train Loss:0.0017628, Val MRR:0.40141, ice0003_2 +2023-05-19 14:00:46,761 - ice0003_2 - [INFO] - [Epoch:155]: Training Loss:0.001764 + +2023-05-19 14:00:47,107 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 14:01:09,671 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 14:01:31,967 - ice0003_2 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.42498, Head : 0.37902, Avg : 0.402 + +2023-05-19 14:01:34,720 - ice0003_2 - [INFO] - [Epoch 155]: Training Loss: 0.0017635, Valid MRR: 0.402, + + + +2023-05-19 14:01:35,923 - ice0003_2 - [INFO] - [E:156| 0]: Train Loss:0.0017847, Val MRR:0.402, ice0003_2 +2023-05-19 14:03:07,899 - ice0003_2 - [INFO] - [E:156| 100]: Train Loss:0.0017592, Val MRR:0.402, ice0003_2 +2023-05-19 14:04:49,954 - ice0003_2 - [INFO] - [E:156| 200]: Train Loss:0.0017585, Val MRR:0.402, ice0003_2 +2023-05-19 14:06:31,681 - ice0003_2 - [INFO] - [E:156| 300]: Train Loss:0.0017585, Val MRR:0.402, ice0003_2 +2023-05-19 14:08:13,582 - ice0003_2 - [INFO] - [E:156| 400]: Train Loss:0.0017589, Val MRR:0.402, ice0003_2 +2023-05-19 14:09:55,182 - ice0003_2 - [INFO] - [E:156| 500]: Train Loss:0.0017602, Val MRR:0.402, ice0003_2 +2023-05-19 14:11:34,948 - ice0003_2 - [INFO] - [E:156| 600]: Train Loss:0.0017608, Val MRR:0.402, ice0003_2 +2023-05-19 14:13:08,657 - ice0003_2 - [INFO] - [E:156| 700]: Train Loss:0.0017611, Val MRR:0.402, ice0003_2 +2023-05-19 14:14:50,530 - ice0003_2 - [INFO] - [E:156| 800]: Train Loss:0.0017613, Val MRR:0.402, ice0003_2 +2023-05-19 14:16:32,557 - ice0003_2 - [INFO] - [E:156| 900]: Train Loss:0.0017619, Val MRR:0.402, ice0003_2 +2023-05-19 14:17:45,055 - ice0003_2 - [INFO] - [Epoch:156]: Training Loss:0.001762 + +2023-05-19 14:17:45,319 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 14:18:08,528 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 14:18:31,199 - ice0003_2 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.42355, Head : 0.37851, Avg : 0.40103 + +2023-05-19 14:18:31,199 - ice0003_2 - [INFO] - [Epoch 156]: Training Loss: 0.0017625, Valid MRR: 0.402, + + + +2023-05-19 14:18:32,367 - ice0003_2 - [INFO] - [E:157| 0]: Train Loss:0.0017696, Val MRR:0.402, ice0003_2 +2023-05-19 14:20:08,049 - ice0003_2 - [INFO] - [E:157| 100]: Train Loss:0.0017561, Val MRR:0.402, ice0003_2 +2023-05-19 14:21:47,154 - ice0003_2 - [INFO] - [E:157| 200]: Train Loss:0.0017571, Val MRR:0.402, ice0003_2 +2023-05-19 14:23:29,464 - ice0003_2 - [INFO] - [E:157| 300]: Train Loss:0.0017564, Val MRR:0.402, ice0003_2 +2023-05-19 14:25:12,464 - ice0003_2 - [INFO] - [E:157| 400]: Train Loss:0.001758, Val MRR:0.402, ice0003_2 +2023-05-19 14:26:54,932 - ice0003_2 - [INFO] - [E:157| 500]: Train Loss:0.0017583, Val MRR:0.402, ice0003_2 +2023-05-19 14:28:36,536 - ice0003_2 - [INFO] - [E:157| 600]: Train Loss:0.0017601, Val MRR:0.402, ice0003_2 +2023-05-19 14:30:07,711 - ice0003_2 - [INFO] - [E:157| 700]: Train Loss:0.0017607, Val MRR:0.402, ice0003_2 +2023-05-19 14:31:49,816 - ice0003_2 - [INFO] - [E:157| 800]: Train Loss:0.0017612, Val MRR:0.402, ice0003_2 +2023-05-19 14:33:32,596 - ice0003_2 - [INFO] - [E:157| 900]: Train Loss:0.0017615, Val MRR:0.402, ice0003_2 +2023-05-19 14:34:44,681 - ice0003_2 - [INFO] - [Epoch:157]: Training Loss:0.001762 + +2023-05-19 14:34:45,096 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 14:35:08,230 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 14:35:31,514 - ice0003_2 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.42333, Head : 0.37855, Avg : 0.40094 + +2023-05-19 14:35:31,514 - ice0003_2 - [INFO] - [Epoch 157]: Training Loss: 0.0017622, Valid MRR: 0.402, + + + +2023-05-19 14:35:32,748 - ice0003_2 - [INFO] - [E:158| 0]: Train Loss:0.0017588, Val MRR:0.402, ice0003_2 +2023-05-19 14:37:15,140 - ice0003_2 - [INFO] - [E:158| 100]: Train Loss:0.001754, Val MRR:0.402, ice0003_2 +2023-05-19 14:38:47,522 - ice0003_2 - [INFO] - [E:158| 200]: Train Loss:0.0017559, Val MRR:0.402, ice0003_2 +2023-05-19 14:40:29,823 - ice0003_2 - [INFO] - [E:158| 300]: Train Loss:0.0017568, Val MRR:0.402, ice0003_2 +2023-05-19 14:42:12,380 - ice0003_2 - [INFO] - [E:158| 400]: Train Loss:0.0017573, Val MRR:0.402, ice0003_2 +2023-05-19 14:43:54,012 - ice0003_2 - [INFO] - [E:158| 500]: Train Loss:0.001758, Val MRR:0.402, ice0003_2 +2023-05-19 14:45:35,658 - ice0003_2 - [INFO] - [E:158| 600]: Train Loss:0.0017582, Val MRR:0.402, ice0003_2 +2023-05-19 14:47:11,416 - ice0003_2 - [INFO] - [E:158| 700]: Train Loss:0.0017591, Val MRR:0.402, ice0003_2 +2023-05-19 14:48:54,212 - ice0003_2 - [INFO] - [E:158| 800]: Train Loss:0.0017593, Val MRR:0.402, ice0003_2 +2023-05-19 14:50:36,823 - ice0003_2 - [INFO] - [E:158| 900]: Train Loss:0.0017602, Val MRR:0.402, ice0003_2 +2023-05-19 14:51:49,245 - ice0003_2 - [INFO] - [Epoch:158]: Training Loss:0.00176 + +2023-05-19 14:51:49,546 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 14:52:13,087 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 14:52:36,156 - ice0003_2 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.42466, Head : 0.37869, Avg : 0.40168 + +2023-05-19 14:52:36,156 - ice0003_2 - [INFO] - [Epoch 158]: Training Loss: 0.0017604, Valid MRR: 0.402, + + + +2023-05-19 14:52:37,374 - ice0003_2 - [INFO] - [E:159| 0]: Train Loss:0.0017499, Val MRR:0.402, ice0003_2 +2023-05-19 14:54:20,645 - ice0003_2 - [INFO] - [E:159| 100]: Train Loss:0.001752, Val MRR:0.402, ice0003_2 +2023-05-19 14:55:52,868 - ice0003_2 - [INFO] - [E:159| 200]: Train Loss:0.0017531, Val MRR:0.402, ice0003_2 +2023-05-19 14:57:34,953 - ice0003_2 - [INFO] - [E:159| 300]: Train Loss:0.0017537, Val MRR:0.402, ice0003_2 +2023-05-19 14:59:21,795 - ice0003_2 - [INFO] - [E:159| 400]: Train Loss:0.0017556, Val MRR:0.402, ice0003_2 +2023-05-19 15:01:16,163 - ice0003_2 - [INFO] - [E:159| 500]: Train Loss:0.0017559, Val MRR:0.402, ice0003_2 +2023-05-19 15:02:59,554 - ice0003_2 - [INFO] - [E:159| 600]: Train Loss:0.0017566, Val MRR:0.402, ice0003_2 +2023-05-19 15:04:39,340 - ice0003_2 - [INFO] - [E:159| 700]: Train Loss:0.001758, Val MRR:0.402, ice0003_2 +2023-05-19 15:06:13,641 - ice0003_2 - [INFO] - [E:159| 800]: Train Loss:0.0017581, Val MRR:0.402, ice0003_2 +2023-05-19 15:07:55,752 - ice0003_2 - [INFO] - [E:159| 900]: Train Loss:0.0017592, Val MRR:0.402, ice0003_2 +2023-05-19 15:09:08,275 - ice0003_2 - [INFO] - [Epoch:159]: Training Loss:0.00176 + +2023-05-19 15:09:08,626 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 15:09:31,981 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 15:09:55,118 - ice0003_2 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.42501, Head : 0.37824, Avg : 0.40162 + MR: Tail : 370.2, Head : 391.71, Avg : 380.95 + Hit-1: Tail : 0.31824, Head : 0.27176, Avg : 0.295 + Hit-3: Tail : 0.47931, Head : 0.42784, Avg : 0.45357 + Hit-10: Tail : 0.62884, Head : 0.58599, Avg : 0.60742 +2023-05-19 15:09:55,118 - ice0003_2 - [INFO] - [Epoch 159]: Training Loss: 0.0017599, Valid MRR: 0.402, + + + +2023-05-19 15:09:56,314 - ice0003_2 - [INFO] - [E:160| 0]: Train Loss:0.001721, Val MRR:0.402, ice0003_2 +2023-05-19 15:11:39,312 - ice0003_2 - [INFO] - [E:160| 100]: Train Loss:0.0017415, Val MRR:0.402, ice0003_2 +2023-05-19 15:13:21,197 - ice0003_2 - [INFO] - [E:160| 200]: Train Loss:0.0017486, Val MRR:0.402, ice0003_2 +2023-05-19 15:14:52,309 - ice0003_2 - [INFO] - [E:160| 300]: Train Loss:0.001751, Val MRR:0.402, ice0003_2 +2023-05-19 15:16:34,973 - ice0003_2 - [INFO] - [E:160| 400]: Train Loss:0.0017526, Val MRR:0.402, ice0003_2 +2023-05-19 15:18:17,308 - ice0003_2 - [INFO] - [E:160| 500]: Train Loss:0.0017536, Val MRR:0.402, ice0003_2 +2023-05-19 15:20:00,630 - ice0003_2 - [INFO] - [E:160| 600]: Train Loss:0.0017551, Val MRR:0.402, ice0003_2 +2023-05-19 15:21:44,054 - ice0003_2 - [INFO] - [E:160| 700]: Train Loss:0.0017565, Val MRR:0.402, ice0003_2 +2023-05-19 15:23:16,264 - ice0003_2 - [INFO] - [E:160| 800]: Train Loss:0.0017567, Val MRR:0.402, ice0003_2 +2023-05-19 15:24:58,738 - ice0003_2 - [INFO] - [E:160| 900]: Train Loss:0.001758, Val MRR:0.402, ice0003_2 +2023-05-19 15:26:11,171 - ice0003_2 - [INFO] - [Epoch:160]: Training Loss:0.001759 + +2023-05-19 15:26:11,515 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 15:26:35,010 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 15:26:58,316 - ice0003_2 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.42385, Head : 0.37765, Avg : 0.40075 + +2023-05-19 15:26:58,316 - ice0003_2 - [INFO] - [Epoch 160]: Training Loss: 0.0017586, Valid MRR: 0.402, + + + +2023-05-19 15:26:59,108 - ice0003_2 - [INFO] - [E:161| 0]: Train Loss:0.0017497, Val MRR:0.402, ice0003_2 +2023-05-19 15:28:41,058 - ice0003_2 - [INFO] - [E:161| 100]: Train Loss:0.0017462, Val MRR:0.402, ice0003_2 +2023-05-19 15:30:22,891 - ice0003_2 - [INFO] - [E:161| 200]: Train Loss:0.0017493, Val MRR:0.402, ice0003_2 +2023-05-19 15:31:54,965 - ice0003_2 - [INFO] - [E:161| 300]: Train Loss:0.0017519, Val MRR:0.402, ice0003_2 +2023-05-19 15:33:37,329 - ice0003_2 - [INFO] - [E:161| 400]: Train Loss:0.0017526, Val MRR:0.402, ice0003_2 +2023-05-19 15:35:19,398 - ice0003_2 - [INFO] - [E:161| 500]: Train Loss:0.0017538, Val MRR:0.402, ice0003_2 +2023-05-19 15:37:04,767 - ice0003_2 - [INFO] - [E:161| 600]: Train Loss:0.0017549, Val MRR:0.402, ice0003_2 +2023-05-19 15:38:47,021 - ice0003_2 - [INFO] - [E:161| 700]: Train Loss:0.0017556, Val MRR:0.402, ice0003_2 +2023-05-19 15:40:18,901 - ice0003_2 - [INFO] - [E:161| 800]: Train Loss:0.0017564, Val MRR:0.402, ice0003_2 +2023-05-19 15:41:59,832 - ice0003_2 - [INFO] - [E:161| 900]: Train Loss:0.0017569, Val MRR:0.402, ice0003_2 +2023-05-19 15:43:10,539 - ice0003_2 - [INFO] - [Epoch:161]: Training Loss:0.001757 + +2023-05-19 15:43:10,886 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 15:43:34,148 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 15:43:56,841 - ice0003_2 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.4249, Head : 0.37728, Avg : 0.40109 + +2023-05-19 15:43:56,841 - ice0003_2 - [INFO] - [Epoch 161]: Training Loss: 0.0017572, Valid MRR: 0.402, + + + +2023-05-19 15:43:58,058 - ice0003_2 - [INFO] - [E:162| 0]: Train Loss:0.0017909, Val MRR:0.402, ice0003_2 +2023-05-19 15:45:40,582 - ice0003_2 - [INFO] - [E:162| 100]: Train Loss:0.0017465, Val MRR:0.402, ice0003_2 +2023-05-19 15:47:23,348 - ice0003_2 - [INFO] - [E:162| 200]: Train Loss:0.0017499, Val MRR:0.402, ice0003_2 +2023-05-19 15:48:55,237 - ice0003_2 - [INFO] - [E:162| 300]: Train Loss:0.00175, Val MRR:0.402, ice0003_2 +2023-05-19 15:50:37,197 - ice0003_2 - [INFO] - [E:162| 400]: Train Loss:0.0017517, Val MRR:0.402, ice0003_2 +2023-05-19 15:52:19,553 - ice0003_2 - [INFO] - [E:162| 500]: Train Loss:0.0017528, Val MRR:0.402, ice0003_2 +2023-05-19 15:54:01,644 - ice0003_2 - [INFO] - [E:162| 600]: Train Loss:0.0017543, Val MRR:0.402, ice0003_2 +2023-05-19 15:55:43,683 - ice0003_2 - [INFO] - [E:162| 700]: Train Loss:0.0017555, Val MRR:0.402, ice0003_2 +2023-05-19 15:57:18,087 - ice0003_2 - [INFO] - [E:162| 800]: Train Loss:0.0017559, Val MRR:0.402, ice0003_2 +2023-05-19 15:58:56,882 - ice0003_2 - [INFO] - [E:162| 900]: Train Loss:0.0017567, Val MRR:0.402, ice0003_2 +2023-05-19 16:00:09,169 - ice0003_2 - [INFO] - [Epoch:162]: Training Loss:0.001757 + +2023-05-19 16:00:09,430 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 16:00:32,685 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 16:00:55,733 - ice0003_2 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.42624, Head : 0.37932, Avg : 0.40278 + +2023-05-19 16:00:58,548 - ice0003_2 - [INFO] - [Epoch 162]: Training Loss: 0.0017566, Valid MRR: 0.40278, + + + +2023-05-19 16:00:59,361 - ice0003_2 - [INFO] - [E:163| 0]: Train Loss:0.0017533, Val MRR:0.40278, ice0003_2 +2023-05-19 16:02:42,336 - ice0003_2 - [INFO] - [E:163| 100]: Train Loss:0.0017488, Val MRR:0.40278, ice0003_2 +2023-05-19 16:04:24,877 - ice0003_2 - [INFO] - [E:163| 200]: Train Loss:0.0017506, Val MRR:0.40278, ice0003_2 +2023-05-19 16:06:00,759 - ice0003_2 - [INFO] - [E:163| 300]: Train Loss:0.0017512, Val MRR:0.40278, ice0003_2 +2023-05-19 16:07:39,767 - ice0003_2 - [INFO] - [E:163| 400]: Train Loss:0.001751, Val MRR:0.40278, ice0003_2 +2023-05-19 16:09:21,959 - ice0003_2 - [INFO] - [E:163| 500]: Train Loss:0.0017519, Val MRR:0.40278, ice0003_2 +2023-05-19 16:11:03,699 - ice0003_2 - [INFO] - [E:163| 600]: Train Loss:0.001753, Val MRR:0.40278, ice0003_2 +2023-05-19 16:12:44,883 - ice0003_2 - [INFO] - [E:163| 700]: Train Loss:0.0017526, Val MRR:0.40278, ice0003_2 +2023-05-19 16:14:27,687 - ice0003_2 - [INFO] - [E:163| 800]: Train Loss:0.0017535, Val MRR:0.40278, ice0003_2 +2023-05-19 16:16:00,353 - ice0003_2 - [INFO] - [E:163| 900]: Train Loss:0.0017549, Val MRR:0.40278, ice0003_2 +2023-05-19 16:17:12,539 - ice0003_2 - [INFO] - [Epoch:163]: Training Loss:0.001755 + +2023-05-19 16:17:12,935 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 16:17:36,426 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 16:17:58,732 - ice0003_2 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.42655, Head : 0.37939, Avg : 0.40297 + +2023-05-19 16:18:01,452 - ice0003_2 - [INFO] - [Epoch 163]: Training Loss: 0.0017554, Valid MRR: 0.40297, + + + +2023-05-19 16:18:02,475 - ice0003_2 - [INFO] - [E:164| 0]: Train Loss:0.0016921, Val MRR:0.40297, ice0003_2 +2023-05-19 16:19:45,520 - ice0003_2 - [INFO] - [E:164| 100]: Train Loss:0.0017508, Val MRR:0.40297, ice0003_2 +2023-05-19 16:21:28,241 - ice0003_2 - [INFO] - [E:164| 200]: Train Loss:0.0017509, Val MRR:0.40297, ice0003_2 +2023-05-19 16:23:10,786 - ice0003_2 - [INFO] - [E:164| 300]: Train Loss:0.0017496, Val MRR:0.40297, ice0003_2 +2023-05-19 16:24:46,442 - ice0003_2 - [INFO] - [E:164| 400]: Train Loss:0.001751, Val MRR:0.40297, ice0003_2 +2023-05-19 16:26:27,691 - ice0003_2 - [INFO] - [E:164| 500]: Train Loss:0.0017522, Val MRR:0.40297, ice0003_2 +2023-05-19 16:28:09,640 - ice0003_2 - [INFO] - [E:164| 600]: Train Loss:0.0017526, Val MRR:0.40297, ice0003_2 +2023-05-19 16:29:51,912 - ice0003_2 - [INFO] - [E:164| 700]: Train Loss:0.0017532, Val MRR:0.40297, ice0003_2 +2023-05-19 16:31:34,525 - ice0003_2 - [INFO] - [E:164| 800]: Train Loss:0.0017539, Val MRR:0.40297, ice0003_2 +2023-05-19 16:33:07,013 - ice0003_2 - [INFO] - [E:164| 900]: Train Loss:0.0017548, Val MRR:0.40297, ice0003_2 +2023-05-19 16:34:19,017 - ice0003_2 - [INFO] - [Epoch:164]: Training Loss:0.001755 + +2023-05-19 16:34:19,361 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 16:34:42,697 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 16:35:05,557 - ice0003_2 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.4266, Head : 0.37886, Avg : 0.40273 + +2023-05-19 16:35:05,557 - ice0003_2 - [INFO] - [Epoch 164]: Training Loss: 0.0017548, Valid MRR: 0.40297, + + + +2023-05-19 16:35:06,617 - ice0003_2 - [INFO] - [E:165| 0]: Train Loss:0.0017294, Val MRR:0.40297, ice0003_2 +2023-05-19 16:36:48,912 - ice0003_2 - [INFO] - [E:165| 100]: Train Loss:0.001742, Val MRR:0.40297, ice0003_2 +2023-05-19 16:38:30,915 - ice0003_2 - [INFO] - [E:165| 200]: Train Loss:0.0017459, Val MRR:0.40297, ice0003_2 +2023-05-19 16:40:12,003 - ice0003_2 - [INFO] - [E:165| 300]: Train Loss:0.0017475, Val MRR:0.40297, ice0003_2 +2023-05-19 16:41:43,216 - ice0003_2 - [INFO] - [E:165| 400]: Train Loss:0.0017487, Val MRR:0.40297, ice0003_2 +2023-05-19 16:43:25,868 - ice0003_2 - [INFO] - [E:165| 500]: Train Loss:0.0017488, Val MRR:0.40297, ice0003_2 +2023-05-19 16:45:07,976 - ice0003_2 - [INFO] - [E:165| 600]: Train Loss:0.0017495, Val MRR:0.40297, ice0003_2 +2023-05-19 16:46:50,035 - ice0003_2 - [INFO] - [E:165| 700]: Train Loss:0.0017512, Val MRR:0.40297, ice0003_2 +2023-05-19 16:48:32,234 - ice0003_2 - [INFO] - [E:165| 800]: Train Loss:0.0017518, Val MRR:0.40297, ice0003_2 +2023-05-19 16:50:04,230 - ice0003_2 - [INFO] - [E:165| 900]: Train Loss:0.0017529, Val MRR:0.40297, ice0003_2 +2023-05-19 16:51:16,534 - ice0003_2 - [INFO] - [Epoch:165]: Training Loss:0.001754 + +2023-05-19 16:51:16,820 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 16:51:39,880 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 16:52:02,754 - ice0003_2 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.42573, Head : 0.3782, Avg : 0.40197 + +2023-05-19 16:52:02,754 - ice0003_2 - [INFO] - [Epoch 165]: Training Loss: 0.0017538, Valid MRR: 0.40297, + + + +2023-05-19 16:52:03,955 - ice0003_2 - [INFO] - [E:166| 0]: Train Loss:0.0017442, Val MRR:0.40297, ice0003_2 +2023-05-19 16:53:46,062 - ice0003_2 - [INFO] - [E:166| 100]: Train Loss:0.0017469, Val MRR:0.40297, ice0003_2 +2023-05-19 16:55:27,603 - ice0003_2 - [INFO] - [E:166| 200]: Train Loss:0.0017482, Val MRR:0.40297, ice0003_2 +2023-05-19 16:57:10,214 - ice0003_2 - [INFO] - [E:166| 300]: Train Loss:0.001749, Val MRR:0.40297, ice0003_2 +2023-05-19 16:58:42,644 - ice0003_2 - [INFO] - [E:166| 400]: Train Loss:0.0017494, Val MRR:0.40297, ice0003_2 +2023-05-19 17:00:25,079 - ice0003_2 - [INFO] - [E:166| 500]: Train Loss:0.0017496, Val MRR:0.40297, ice0003_2 +2023-05-19 17:02:07,043 - ice0003_2 - [INFO] - [E:166| 600]: Train Loss:0.0017503, Val MRR:0.40297, ice0003_2 +2023-05-19 17:03:49,777 - ice0003_2 - [INFO] - [E:166| 700]: Train Loss:0.0017508, Val MRR:0.40297, ice0003_2 +2023-05-19 17:05:31,992 - ice0003_2 - [INFO] - [E:166| 800]: Train Loss:0.0017515, Val MRR:0.40297, ice0003_2 +2023-05-19 17:07:10,229 - ice0003_2 - [INFO] - [E:166| 900]: Train Loss:0.001752, Val MRR:0.40297, ice0003_2 +2023-05-19 17:08:15,796 - ice0003_2 - [INFO] - [Epoch:166]: Training Loss:0.001753 + +2023-05-19 17:08:16,147 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 17:08:39,361 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 17:09:02,129 - ice0003_2 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.42528, Head : 0.38122, Avg : 0.40325 + +2023-05-19 17:09:03,352 - ice0003_2 - [INFO] - [Epoch 166]: Training Loss: 0.0017526, Valid MRR: 0.40325, + + + +2023-05-19 17:09:04,553 - ice0003_2 - [INFO] - [E:167| 0]: Train Loss:0.0016899, Val MRR:0.40325, ice0003_2 +2023-05-19 17:10:45,892 - ice0003_2 - [INFO] - [E:167| 100]: Train Loss:0.001748, Val MRR:0.40325, ice0003_2 +2023-05-19 17:12:31,729 - ice0003_2 - [INFO] - [E:167| 200]: Train Loss:0.0017483, Val MRR:0.40325, ice0003_2 +2023-05-19 17:14:14,405 - ice0003_2 - [INFO] - [E:167| 300]: Train Loss:0.0017486, Val MRR:0.40325, ice0003_2 +2023-05-19 17:15:55,766 - ice0003_2 - [INFO] - [E:167| 400]: Train Loss:0.0017489, Val MRR:0.40325, ice0003_2 +2023-05-19 17:17:29,277 - ice0003_2 - [INFO] - [E:167| 500]: Train Loss:0.00175, Val MRR:0.40325, ice0003_2 +2023-05-19 17:19:11,487 - ice0003_2 - [INFO] - [E:167| 600]: Train Loss:0.0017505, Val MRR:0.40325, ice0003_2 +2023-05-19 17:20:53,601 - ice0003_2 - [INFO] - [E:167| 700]: Train Loss:0.0017511, Val MRR:0.40325, ice0003_2 +2023-05-19 17:22:35,464 - ice0003_2 - [INFO] - [E:167| 800]: Train Loss:0.001751, Val MRR:0.40325, ice0003_2 +2023-05-19 17:24:15,956 - ice0003_2 - [INFO] - [E:167| 900]: Train Loss:0.0017516, Val MRR:0.40325, ice0003_2 +2023-05-19 17:25:17,797 - ice0003_2 - [INFO] - [Epoch:167]: Training Loss:0.001752 + +2023-05-19 17:25:18,058 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 17:25:41,171 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 17:26:04,140 - ice0003_2 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.42565, Head : 0.37966, Avg : 0.40266 + +2023-05-19 17:26:04,140 - ice0003_2 - [INFO] - [Epoch 167]: Training Loss: 0.0017521, Valid MRR: 0.40325, + + + +2023-05-19 17:26:05,367 - ice0003_2 - [INFO] - [E:168| 0]: Train Loss:0.0017466, Val MRR:0.40325, ice0003_2 +2023-05-19 17:27:47,063 - ice0003_2 - [INFO] - [E:168| 100]: Train Loss:0.0017444, Val MRR:0.40325, ice0003_2 +2023-05-19 17:29:28,343 - ice0003_2 - [INFO] - [E:168| 200]: Train Loss:0.001745, Val MRR:0.40325, ice0003_2 +2023-05-19 17:31:10,284 - ice0003_2 - [INFO] - [E:168| 300]: Train Loss:0.0017462, Val MRR:0.40325, ice0003_2 +2023-05-19 17:32:52,190 - ice0003_2 - [INFO] - [E:168| 400]: Train Loss:0.0017465, Val MRR:0.40325, ice0003_2 +2023-05-19 17:34:24,074 - ice0003_2 - [INFO] - [E:168| 500]: Train Loss:0.0017473, Val MRR:0.40325, ice0003_2 +2023-05-19 17:36:06,145 - ice0003_2 - [INFO] - [E:168| 600]: Train Loss:0.0017489, Val MRR:0.40325, ice0003_2 +2023-05-19 17:37:47,928 - ice0003_2 - [INFO] - [E:168| 700]: Train Loss:0.0017492, Val MRR:0.40325, ice0003_2 +2023-05-19 17:39:29,039 - ice0003_2 - [INFO] - [E:168| 800]: Train Loss:0.0017497, Val MRR:0.40325, ice0003_2 +2023-05-19 17:41:11,194 - ice0003_2 - [INFO] - [E:168| 900]: Train Loss:0.00175, Val MRR:0.40325, ice0003_2 +2023-05-19 17:42:14,260 - ice0003_2 - [INFO] - [Epoch:168]: Training Loss:0.001751 + +2023-05-19 17:42:14,477 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 17:42:36,344 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 17:42:59,535 - ice0003_2 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.4235, Head : 0.37912, Avg : 0.40131 + +2023-05-19 17:42:59,535 - ice0003_2 - [INFO] - [Epoch 168]: Training Loss: 0.0017508, Valid MRR: 0.40325, + + + +2023-05-19 17:43:00,731 - ice0003_2 - [INFO] - [E:169| 0]: Train Loss:0.0017484, Val MRR:0.40325, ice0003_2 +2023-05-19 17:44:43,071 - ice0003_2 - [INFO] - [E:169| 100]: Train Loss:0.0017445, Val MRR:0.40325, ice0003_2 +2023-05-19 17:46:25,606 - ice0003_2 - [INFO] - [E:169| 200]: Train Loss:0.0017461, Val MRR:0.40325, ice0003_2 +2023-05-19 17:48:08,120 - ice0003_2 - [INFO] - [E:169| 300]: Train Loss:0.0017455, Val MRR:0.40325, ice0003_2 +2023-05-19 17:49:50,020 - ice0003_2 - [INFO] - [E:169| 400]: Train Loss:0.0017456, Val MRR:0.40325, ice0003_2 +2023-05-19 17:51:21,914 - ice0003_2 - [INFO] - [E:169| 500]: Train Loss:0.0017464, Val MRR:0.40325, ice0003_2 +2023-05-19 17:53:03,572 - ice0003_2 - [INFO] - [E:169| 600]: Train Loss:0.0017469, Val MRR:0.40325, ice0003_2 +2023-05-19 17:54:45,784 - ice0003_2 - [INFO] - [E:169| 700]: Train Loss:0.0017479, Val MRR:0.40325, ice0003_2 +2023-05-19 17:56:29,026 - ice0003_2 - [INFO] - [E:169| 800]: Train Loss:0.0017493, Val MRR:0.40325, ice0003_2 +2023-05-19 17:58:11,924 - ice0003_2 - [INFO] - [E:169| 900]: Train Loss:0.0017495, Val MRR:0.40325, ice0003_2 +2023-05-19 17:59:24,451 - ice0003_2 - [INFO] - [Epoch:169]: Training Loss:0.00175 + +2023-05-19 17:59:24,757 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 17:59:39,875 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 17:59:59,020 - ice0003_2 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.42718, Head : 0.38053, Avg : 0.40386 + MR: Tail : 363.47, Head : 385.78, Avg : 374.63 + Hit-1: Tail : 0.31885, Head : 0.27552, Avg : 0.29718 + Hit-3: Tail : 0.48173, Head : 0.42772, Avg : 0.45473 + Hit-10: Tail : 0.6343, Head : 0.58963, Avg : 0.61197 +2023-05-19 18:00:02,210 - ice0003_2 - [INFO] - [Epoch 169]: Training Loss: 0.0017498, Valid MRR: 0.40386, + + + +2023-05-19 18:00:03,644 - ice0003_2 - [INFO] - [E:170| 0]: Train Loss:0.0017322, Val MRR:0.40386, ice0003_2 +2023-05-19 18:01:50,396 - ice0003_2 - [INFO] - [E:170| 100]: Train Loss:0.0017416, Val MRR:0.40386, ice0003_2 +2023-05-19 18:03:33,543 - ice0003_2 - [INFO] - [E:170| 200]: Train Loss:0.001741, Val MRR:0.40386, ice0003_2 +2023-05-19 18:05:15,893 - ice0003_2 - [INFO] - [E:170| 300]: Train Loss:0.0017443, Val MRR:0.40386, ice0003_2 +2023-05-19 18:06:57,494 - ice0003_2 - [INFO] - [E:170| 400]: Train Loss:0.0017448, Val MRR:0.40386, ice0003_2 +2023-05-19 18:08:31,273 - ice0003_2 - [INFO] - [E:170| 500]: Train Loss:0.0017452, Val MRR:0.40386, ice0003_2 +2023-05-19 18:10:13,063 - ice0003_2 - [INFO] - [E:170| 600]: Train Loss:0.0017465, Val MRR:0.40386, ice0003_2 +2023-05-19 18:11:55,777 - ice0003_2 - [INFO] - [E:170| 700]: Train Loss:0.001747, Val MRR:0.40386, ice0003_2 +2023-05-19 18:13:38,373 - ice0003_2 - [INFO] - [E:170| 800]: Train Loss:0.001748, Val MRR:0.40386, ice0003_2 +2023-05-19 18:15:21,930 - ice0003_2 - [INFO] - [E:170| 900]: Train Loss:0.0017488, Val MRR:0.40386, ice0003_2 +2023-05-19 18:16:34,369 - ice0003_2 - [INFO] - [Epoch:170]: Training Loss:0.001749 + +2023-05-19 18:16:34,699 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 18:16:57,797 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 18:17:13,680 - ice0003_2 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.42537, Head : 0.3796, Avg : 0.40248 + +2023-05-19 18:17:13,680 - ice0003_2 - [INFO] - [Epoch 170]: Training Loss: 0.0017492, Valid MRR: 0.40386, + + + +2023-05-19 18:17:14,329 - ice0003_2 - [INFO] - [E:171| 0]: Train Loss:0.0017616, Val MRR:0.40386, ice0003_2 +2023-05-19 18:18:53,079 - ice0003_2 - [INFO] - [E:171| 100]: Train Loss:0.0017391, Val MRR:0.40386, ice0003_2 +2023-05-19 18:20:35,119 - ice0003_2 - [INFO] - [E:171| 200]: Train Loss:0.0017439, Val MRR:0.40386, ice0003_2 +2023-05-19 18:22:16,221 - ice0003_2 - [INFO] - [E:171| 300]: Train Loss:0.0017434, Val MRR:0.40386, ice0003_2 +2023-05-19 18:23:58,364 - ice0003_2 - [INFO] - [E:171| 400]: Train Loss:0.0017435, Val MRR:0.40386, ice0003_2 +2023-05-19 18:25:40,166 - ice0003_2 - [INFO] - [E:171| 500]: Train Loss:0.0017447, Val MRR:0.40386, ice0003_2 +2023-05-19 18:27:12,939 - ice0003_2 - [INFO] - [E:171| 600]: Train Loss:0.0017452, Val MRR:0.40386, ice0003_2 +2023-05-19 18:28:55,342 - ice0003_2 - [INFO] - [E:171| 700]: Train Loss:0.0017466, Val MRR:0.40386, ice0003_2 +2023-05-19 18:30:38,395 - ice0003_2 - [INFO] - [E:171| 800]: Train Loss:0.0017469, Val MRR:0.40386, ice0003_2 +2023-05-19 18:32:20,906 - ice0003_2 - [INFO] - [E:171| 900]: Train Loss:0.0017473, Val MRR:0.40386, ice0003_2 +2023-05-19 18:33:32,629 - ice0003_2 - [INFO] - [Epoch:171]: Training Loss:0.001748 + +2023-05-19 18:33:32,968 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 18:33:56,199 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 18:34:19,248 - ice0003_2 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.42507, Head : 0.37977, Avg : 0.40242 + +2023-05-19 18:34:19,248 - ice0003_2 - [INFO] - [Epoch 171]: Training Loss: 0.001748, Valid MRR: 0.40386, + + + +2023-05-19 18:34:20,057 - ice0003_2 - [INFO] - [E:172| 0]: Train Loss:0.0017994, Val MRR:0.40386, ice0003_2 +2023-05-19 18:35:51,305 - ice0003_2 - [INFO] - [E:172| 100]: Train Loss:0.0017427, Val MRR:0.40386, ice0003_2 +2023-05-19 18:37:33,190 - ice0003_2 - [INFO] - [E:172| 200]: Train Loss:0.0017423, Val MRR:0.40386, ice0003_2 +2023-05-19 18:39:16,035 - ice0003_2 - [INFO] - [E:172| 300]: Train Loss:0.0017416, Val MRR:0.40386, ice0003_2 +2023-05-19 18:40:58,798 - ice0003_2 - [INFO] - [E:172| 400]: Train Loss:0.0017423, Val MRR:0.40386, ice0003_2 +2023-05-19 18:42:41,890 - ice0003_2 - [INFO] - [E:172| 500]: Train Loss:0.001744, Val MRR:0.40386, ice0003_2 +2023-05-19 18:44:14,815 - ice0003_2 - [INFO] - [E:172| 600]: Train Loss:0.0017451, Val MRR:0.40386, ice0003_2 +2023-05-19 18:45:57,698 - ice0003_2 - [INFO] - [E:172| 700]: Train Loss:0.0017462, Val MRR:0.40386, ice0003_2 +2023-05-19 18:47:39,821 - ice0003_2 - [INFO] - [E:172| 800]: Train Loss:0.0017469, Val MRR:0.40386, ice0003_2 +2023-05-19 18:49:25,084 - ice0003_2 - [INFO] - [E:172| 900]: Train Loss:0.0017472, Val MRR:0.40386, ice0003_2 +2023-05-19 18:50:36,355 - ice0003_2 - [INFO] - [Epoch:172]: Training Loss:0.001748 + +2023-05-19 18:50:36,700 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 18:51:00,007 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 18:51:22,995 - ice0003_2 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.42492, Head : 0.37967, Avg : 0.4023 + +2023-05-19 18:51:22,995 - ice0003_2 - [INFO] - [Epoch 172]: Training Loss: 0.0017478, Valid MRR: 0.40386, + + + +2023-05-19 18:51:23,855 - ice0003_2 - [INFO] - [E:173| 0]: Train Loss:0.0017421, Val MRR:0.40386, ice0003_2 +2023-05-19 18:52:56,150 - ice0003_2 - [INFO] - [E:173| 100]: Train Loss:0.0017435, Val MRR:0.40386, ice0003_2 +2023-05-19 18:54:39,239 - ice0003_2 - [INFO] - [E:173| 200]: Train Loss:0.001744, Val MRR:0.40386, ice0003_2 +2023-05-19 18:56:21,812 - ice0003_2 - [INFO] - [E:173| 300]: Train Loss:0.0017438, Val MRR:0.40386, ice0003_2 +2023-05-19 18:58:04,554 - ice0003_2 - [INFO] - [E:173| 400]: Train Loss:0.0017443, Val MRR:0.40386, ice0003_2 +2023-05-19 18:59:47,350 - ice0003_2 - [INFO] - [E:173| 500]: Train Loss:0.0017437, Val MRR:0.40386, ice0003_2 +2023-05-19 19:01:19,783 - ice0003_2 - [INFO] - [E:173| 600]: Train Loss:0.0017443, Val MRR:0.40386, ice0003_2 +2023-05-19 19:03:02,199 - ice0003_2 - [INFO] - [E:173| 700]: Train Loss:0.0017454, Val MRR:0.40386, ice0003_2 +2023-05-19 19:04:43,503 - ice0003_2 - [INFO] - [E:173| 800]: Train Loss:0.0017452, Val MRR:0.40386, ice0003_2 +2023-05-19 19:06:25,665 - ice0003_2 - [INFO] - [E:173| 900]: Train Loss:0.0017459, Val MRR:0.40386, ice0003_2 +2023-05-19 19:07:38,157 - ice0003_2 - [INFO] - [Epoch:173]: Training Loss:0.001747 + +2023-05-19 19:07:38,438 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 19:08:01,655 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 19:08:24,805 - ice0003_2 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.4251, Head : 0.38048, Avg : 0.40279 + +2023-05-19 19:08:24,805 - ice0003_2 - [INFO] - [Epoch 173]: Training Loss: 0.0017465, Valid MRR: 0.40386, + + + +2023-05-19 19:08:26,001 - ice0003_2 - [INFO] - [E:174| 0]: Train Loss:0.0016865, Val MRR:0.40386, ice0003_2 +2023-05-19 19:09:58,257 - ice0003_2 - [INFO] - [E:174| 100]: Train Loss:0.0017403, Val MRR:0.40386, ice0003_2 +2023-05-19 19:11:40,814 - ice0003_2 - [INFO] - [E:174| 200]: Train Loss:0.0017401, Val MRR:0.40386, ice0003_2 +2023-05-19 19:13:23,902 - ice0003_2 - [INFO] - [E:174| 300]: Train Loss:0.0017405, Val MRR:0.40386, ice0003_2 +2023-05-19 19:15:06,357 - ice0003_2 - [INFO] - [E:174| 400]: Train Loss:0.0017413, Val MRR:0.40386, ice0003_2 +2023-05-19 19:16:49,187 - ice0003_2 - [INFO] - [E:174| 500]: Train Loss:0.0017409, Val MRR:0.40386, ice0003_2 +2023-05-19 19:18:25,307 - ice0003_2 - [INFO] - [E:174| 600]: Train Loss:0.0017422, Val MRR:0.40386, ice0003_2 +2023-05-19 19:20:03,511 - ice0003_2 - [INFO] - [E:174| 700]: Train Loss:0.0017435, Val MRR:0.40386, ice0003_2 +2023-05-19 19:21:45,818 - ice0003_2 - [INFO] - [E:174| 800]: Train Loss:0.0017442, Val MRR:0.40386, ice0003_2 +2023-05-19 19:23:28,330 - ice0003_2 - [INFO] - [E:174| 900]: Train Loss:0.0017451, Val MRR:0.40386, ice0003_2 +2023-05-19 19:24:40,076 - ice0003_2 - [INFO] - [Epoch:174]: Training Loss:0.001746 + +2023-05-19 19:24:40,594 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 19:25:03,747 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 19:25:26,538 - ice0003_2 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.4275, Head : 0.38146, Avg : 0.40448 + +2023-05-19 19:25:27,874 - ice0003_2 - [INFO] - [Epoch 174]: Training Loss: 0.0017457, Valid MRR: 0.40448, + + + +2023-05-19 19:25:28,647 - ice0003_2 - [INFO] - [E:175| 0]: Train Loss:0.0017374, Val MRR:0.40448, ice0003_2 +2023-05-19 19:27:03,848 - ice0003_2 - [INFO] - [E:175| 100]: Train Loss:0.0017437, Val MRR:0.40448, ice0003_2 +2023-05-19 19:28:43,793 - ice0003_2 - [INFO] - [E:175| 200]: Train Loss:0.0017416, Val MRR:0.40448, ice0003_2 +2023-05-19 19:30:26,451 - ice0003_2 - [INFO] - [E:175| 300]: Train Loss:0.0017419, Val MRR:0.40448, ice0003_2 +2023-05-19 19:32:09,381 - ice0003_2 - [INFO] - [E:175| 400]: Train Loss:0.0017417, Val MRR:0.40448, ice0003_2 +2023-05-19 19:33:51,295 - ice0003_2 - [INFO] - [E:175| 500]: Train Loss:0.0017422, Val MRR:0.40448, ice0003_2 +2023-05-19 19:35:33,008 - ice0003_2 - [INFO] - [E:175| 600]: Train Loss:0.0017423, Val MRR:0.40448, ice0003_2 +2023-05-19 19:37:07,415 - ice0003_2 - [INFO] - [E:175| 700]: Train Loss:0.0017434, Val MRR:0.40448, ice0003_2 +2023-05-19 19:38:51,421 - ice0003_2 - [INFO] - [E:175| 800]: Train Loss:0.0017439, Val MRR:0.40448, ice0003_2 +2023-05-19 19:40:33,510 - ice0003_2 - [INFO] - [E:175| 900]: Train Loss:0.0017445, Val MRR:0.40448, ice0003_2 +2023-05-19 19:41:45,459 - ice0003_2 - [INFO] - [Epoch:175]: Training Loss:0.001745 + +2023-05-19 19:41:45,803 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 19:42:09,607 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 19:42:32,614 - ice0003_2 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.42811, Head : 0.37885, Avg : 0.40348 + +2023-05-19 19:42:32,614 - ice0003_2 - [INFO] - [Epoch 175]: Training Loss: 0.001745, Valid MRR: 0.40448, + + + +2023-05-19 19:42:33,797 - ice0003_2 - [INFO] - [E:176| 0]: Train Loss:0.0017569, Val MRR:0.40448, ice0003_2 +2023-05-19 19:44:16,420 - ice0003_2 - [INFO] - [E:176| 100]: Train Loss:0.0017395, Val MRR:0.40448, ice0003_2 +2023-05-19 19:45:49,039 - ice0003_2 - [INFO] - [E:176| 200]: Train Loss:0.0017391, Val MRR:0.40448, ice0003_2 +2023-05-19 19:47:31,558 - ice0003_2 - [INFO] - [E:176| 300]: Train Loss:0.0017391, Val MRR:0.40448, ice0003_2 +2023-05-19 19:49:13,561 - ice0003_2 - [INFO] - [E:176| 400]: Train Loss:0.0017401, Val MRR:0.40448, ice0003_2 +2023-05-19 19:50:56,827 - ice0003_2 - [INFO] - [E:176| 500]: Train Loss:0.0017404, Val MRR:0.40448, ice0003_2 +2023-05-19 19:52:39,732 - ice0003_2 - [INFO] - [E:176| 600]: Train Loss:0.0017413, Val MRR:0.40448, ice0003_2 +2023-05-19 19:54:11,813 - ice0003_2 - [INFO] - [E:176| 700]: Train Loss:0.0017417, Val MRR:0.40448, ice0003_2 +2023-05-19 19:55:54,890 - ice0003_2 - [INFO] - [E:176| 800]: Train Loss:0.0017423, Val MRR:0.40448, ice0003_2 +2023-05-19 19:57:37,873 - ice0003_2 - [INFO] - [E:176| 900]: Train Loss:0.0017432, Val MRR:0.40448, ice0003_2 +2023-05-19 19:58:50,611 - ice0003_2 - [INFO] - [Epoch:176]: Training Loss:0.001744 + +2023-05-19 19:58:51,085 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 19:59:14,239 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 19:59:37,367 - ice0003_2 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.42638, Head : 0.37904, Avg : 0.40271 + +2023-05-19 19:59:37,367 - ice0003_2 - [INFO] - [Epoch 176]: Training Loss: 0.0017437, Valid MRR: 0.40448, + + + +2023-05-19 19:59:38,396 - ice0003_2 - [INFO] - [E:177| 0]: Train Loss:0.0017714, Val MRR:0.40448, ice0003_2 +2023-05-19 20:01:21,641 - ice0003_2 - [INFO] - [E:177| 100]: Train Loss:0.0017408, Val MRR:0.40448, ice0003_2 +2023-05-19 20:02:53,534 - ice0003_2 - [INFO] - [E:177| 200]: Train Loss:0.0017385, Val MRR:0.40448, ice0003_2 +2023-05-19 20:04:35,308 - ice0003_2 - [INFO] - [E:177| 300]: Train Loss:0.0017379, Val MRR:0.40448, ice0003_2 +2023-05-19 20:06:18,163 - ice0003_2 - [INFO] - [E:177| 400]: Train Loss:0.0017385, Val MRR:0.40448, ice0003_2 +2023-05-19 20:08:01,079 - ice0003_2 - [INFO] - [E:177| 500]: Train Loss:0.0017393, Val MRR:0.40448, ice0003_2 +2023-05-19 20:09:43,607 - ice0003_2 - [INFO] - [E:177| 600]: Train Loss:0.00174, Val MRR:0.40448, ice0003_2 +2023-05-19 20:11:16,198 - ice0003_2 - [INFO] - [E:177| 700]: Train Loss:0.0017409, Val MRR:0.40448, ice0003_2 +2023-05-19 20:12:58,270 - ice0003_2 - [INFO] - [E:177| 800]: Train Loss:0.0017414, Val MRR:0.40448, ice0003_2 +2023-05-19 20:14:40,119 - ice0003_2 - [INFO] - [E:177| 900]: Train Loss:0.001742, Val MRR:0.40448, ice0003_2 +2023-05-19 20:15:52,092 - ice0003_2 - [INFO] - [Epoch:177]: Training Loss:0.001743 + +2023-05-19 20:15:52,579 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 20:16:15,392 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 20:16:37,829 - ice0003_2 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.42654, Head : 0.38038, Avg : 0.40346 + +2023-05-19 20:16:37,829 - ice0003_2 - [INFO] - [Epoch 177]: Training Loss: 0.0017426, Valid MRR: 0.40448, + + + +2023-05-19 20:16:39,033 - ice0003_2 - [INFO] - [E:178| 0]: Train Loss:0.0017237, Val MRR:0.40448, ice0003_2 +2023-05-19 20:18:19,752 - ice0003_2 - [INFO] - [E:178| 100]: Train Loss:0.0017381, Val MRR:0.40448, ice0003_2 +2023-05-19 20:19:52,315 - ice0003_2 - [INFO] - [E:178| 200]: Train Loss:0.001738, Val MRR:0.40448, ice0003_2 +2023-05-19 20:21:35,718 - ice0003_2 - [INFO] - [E:178| 300]: Train Loss:0.0017368, Val MRR:0.40448, ice0003_2 +2023-05-19 20:23:19,306 - ice0003_2 - [INFO] - [E:178| 400]: Train Loss:0.0017373, Val MRR:0.40448, ice0003_2 +2023-05-19 20:25:02,076 - ice0003_2 - [INFO] - [E:178| 500]: Train Loss:0.0017389, Val MRR:0.40448, ice0003_2 +2023-05-19 20:26:47,996 - ice0003_2 - [INFO] - [E:178| 600]: Train Loss:0.0017399, Val MRR:0.40448, ice0003_2 +2023-05-19 20:28:22,470 - ice0003_2 - [INFO] - [E:178| 700]: Train Loss:0.0017404, Val MRR:0.40448, ice0003_2 +2023-05-19 20:30:03,227 - ice0003_2 - [INFO] - [E:178| 800]: Train Loss:0.0017411, Val MRR:0.40448, ice0003_2 +2023-05-19 20:31:44,494 - ice0003_2 - [INFO] - [E:178| 900]: Train Loss:0.0017414, Val MRR:0.40448, ice0003_2 +2023-05-19 20:32:55,239 - ice0003_2 - [INFO] - [Epoch:178]: Training Loss:0.001742 + +2023-05-19 20:32:55,499 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 20:33:18,611 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 20:33:41,490 - ice0003_2 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.42804, Head : 0.38093, Avg : 0.40449 + +2023-05-19 20:33:42,913 - ice0003_2 - [INFO] - [Epoch 178]: Training Loss: 0.0017423, Valid MRR: 0.40449, + + + +2023-05-19 20:33:44,121 - ice0003_2 - [INFO] - [E:179| 0]: Train Loss:0.0017504, Val MRR:0.40449, ice0003_2 +2023-05-19 20:35:26,516 - ice0003_2 - [INFO] - [E:179| 100]: Train Loss:0.0017351, Val MRR:0.40449, ice0003_2 +2023-05-19 20:37:01,763 - ice0003_2 - [INFO] - [E:179| 200]: Train Loss:0.0017369, Val MRR:0.40449, ice0003_2 +2023-05-19 20:38:41,867 - ice0003_2 - [INFO] - [E:179| 300]: Train Loss:0.0017365, Val MRR:0.40449, ice0003_2 +2023-05-19 20:40:24,809 - ice0003_2 - [INFO] - [E:179| 400]: Train Loss:0.0017366, Val MRR:0.40449, ice0003_2 +2023-05-19 20:42:07,871 - ice0003_2 - [INFO] - [E:179| 500]: Train Loss:0.0017374, Val MRR:0.40449, ice0003_2 +2023-05-19 20:43:50,640 - ice0003_2 - [INFO] - [E:179| 600]: Train Loss:0.0017383, Val MRR:0.40449, ice0003_2 +2023-05-19 20:45:32,527 - ice0003_2 - [INFO] - [E:179| 700]: Train Loss:0.0017389, Val MRR:0.40449, ice0003_2 +2023-05-19 20:47:04,552 - ice0003_2 - [INFO] - [E:179| 800]: Train Loss:0.0017397, Val MRR:0.40449, ice0003_2 +2023-05-19 20:48:46,920 - ice0003_2 - [INFO] - [E:179| 900]: Train Loss:0.001741, Val MRR:0.40449, ice0003_2 +2023-05-19 20:49:58,576 - ice0003_2 - [INFO] - [Epoch:179]: Training Loss:0.001741 + +2023-05-19 20:49:58,973 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 20:50:22,541 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 20:50:45,462 - ice0003_2 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.42908, Head : 0.37986, Avg : 0.40447 + MR: Tail : 370.03, Head : 405.53, Avg : 387.78 + Hit-1: Tail : 0.32116, Head : 0.27346, Avg : 0.29731 + Hit-3: Tail : 0.48416, Head : 0.42857, Avg : 0.45637 + Hit-10: Tail : 0.63685, Head : 0.58818, Avg : 0.61251 +2023-05-19 20:50:45,462 - ice0003_2 - [INFO] - [Epoch 179]: Training Loss: 0.0017413, Valid MRR: 0.40449, + + + +2023-05-19 20:50:46,302 - ice0003_2 - [INFO] - [E:180| 0]: Train Loss:0.0017162, Val MRR:0.40449, ice0003_2 +2023-05-19 20:52:28,390 - ice0003_2 - [INFO] - [E:180| 100]: Train Loss:0.0017323, Val MRR:0.40449, ice0003_2 +2023-05-19 20:54:10,640 - ice0003_2 - [INFO] - [E:180| 200]: Train Loss:0.0017343, Val MRR:0.40449, ice0003_2 +2023-05-19 20:55:43,553 - ice0003_2 - [INFO] - [E:180| 300]: Train Loss:0.0017349, Val MRR:0.40449, ice0003_2 +2023-05-19 20:57:25,958 - ice0003_2 - [INFO] - [E:180| 400]: Train Loss:0.0017353, Val MRR:0.40449, ice0003_2 +2023-05-19 20:59:08,620 - ice0003_2 - [INFO] - [E:180| 500]: Train Loss:0.0017358, Val MRR:0.40449, ice0003_2 +2023-05-19 21:00:50,000 - ice0003_2 - [INFO] - [E:180| 600]: Train Loss:0.0017368, Val MRR:0.40449, ice0003_2 +2023-05-19 21:02:31,914 - ice0003_2 - [INFO] - [E:180| 700]: Train Loss:0.001738, Val MRR:0.40449, ice0003_2 +2023-05-19 21:04:04,465 - ice0003_2 - [INFO] - [E:180| 800]: Train Loss:0.0017385, Val MRR:0.40449, ice0003_2 +2023-05-19 21:05:46,718 - ice0003_2 - [INFO] - [E:180| 900]: Train Loss:0.0017394, Val MRR:0.40449, ice0003_2 +2023-05-19 21:06:58,289 - ice0003_2 - [INFO] - [Epoch:180]: Training Loss:0.00174 + +2023-05-19 21:06:58,623 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 21:07:21,979 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 21:07:44,856 - ice0003_2 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.42703, Head : 0.38059, Avg : 0.40381 + +2023-05-19 21:07:44,856 - ice0003_2 - [INFO] - [Epoch 180]: Training Loss: 0.0017401, Valid MRR: 0.40449, + + + +2023-05-19 21:07:46,053 - ice0003_2 - [INFO] - [E:181| 0]: Train Loss:0.0017342, Val MRR:0.40449, ice0003_2 +2023-05-19 21:09:28,865 - ice0003_2 - [INFO] - [E:181| 100]: Train Loss:0.0017345, Val MRR:0.40449, ice0003_2 +2023-05-19 21:11:11,888 - ice0003_2 - [INFO] - [E:181| 200]: Train Loss:0.0017325, Val MRR:0.40449, ice0003_2 +2023-05-19 21:12:44,488 - ice0003_2 - [INFO] - [E:181| 300]: Train Loss:0.0017315, Val MRR:0.40449, ice0003_2 +2023-05-19 21:14:28,578 - ice0003_2 - [INFO] - [E:181| 400]: Train Loss:0.0017335, Val MRR:0.40449, ice0003_2 +2023-05-19 21:16:09,557 - ice0003_2 - [INFO] - [E:181| 500]: Train Loss:0.0017348, Val MRR:0.40449, ice0003_2 +2023-05-19 21:17:52,033 - ice0003_2 - [INFO] - [E:181| 600]: Train Loss:0.0017357, Val MRR:0.40449, ice0003_2 +2023-05-19 21:19:34,378 - ice0003_2 - [INFO] - [E:181| 700]: Train Loss:0.0017367, Val MRR:0.40449, ice0003_2 +2023-05-19 21:21:06,460 - ice0003_2 - [INFO] - [E:181| 800]: Train Loss:0.0017381, Val MRR:0.40449, ice0003_2 +2023-05-19 21:22:48,440 - ice0003_2 - [INFO] - [E:181| 900]: Train Loss:0.001739, Val MRR:0.40449, ice0003_2 +2023-05-19 21:24:00,227 - ice0003_2 - [INFO] - [Epoch:181]: Training Loss:0.001739 + +2023-05-19 21:24:00,551 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 21:24:23,482 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 21:24:46,175 - ice0003_2 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.4271, Head : 0.38022, Avg : 0.40366 + +2023-05-19 21:24:46,175 - ice0003_2 - [INFO] - [Epoch 181]: Training Loss: 0.0017393, Valid MRR: 0.40449, + + + +2023-05-19 21:24:47,372 - ice0003_2 - [INFO] - [E:182| 0]: Train Loss:0.001775, Val MRR:0.40449, ice0003_2 +2023-05-19 21:26:29,263 - ice0003_2 - [INFO] - [E:182| 100]: Train Loss:0.0017309, Val MRR:0.40449, ice0003_2 +2023-05-19 21:28:11,148 - ice0003_2 - [INFO] - [E:182| 200]: Train Loss:0.0017325, Val MRR:0.40449, ice0003_2 +2023-05-19 21:29:42,071 - ice0003_2 - [INFO] - [E:182| 300]: Train Loss:0.0017324, Val MRR:0.40449, ice0003_2 +2023-05-19 21:31:24,017 - ice0003_2 - [INFO] - [E:182| 400]: Train Loss:0.0017345, Val MRR:0.40449, ice0003_2 +2023-05-19 21:33:05,941 - ice0003_2 - [INFO] - [E:182| 500]: Train Loss:0.0017351, Val MRR:0.40449, ice0003_2 +2023-05-19 21:34:48,003 - ice0003_2 - [INFO] - [E:182| 600]: Train Loss:0.0017361, Val MRR:0.40449, ice0003_2 +2023-05-19 21:36:29,955 - ice0003_2 - [INFO] - [E:182| 700]: Train Loss:0.0017365, Val MRR:0.40449, ice0003_2 +2023-05-19 21:38:05,101 - ice0003_2 - [INFO] - [E:182| 800]: Train Loss:0.0017374, Val MRR:0.40449, ice0003_2 +2023-05-19 21:39:45,135 - ice0003_2 - [INFO] - [E:182| 900]: Train Loss:0.0017383, Val MRR:0.40449, ice0003_2 +2023-05-19 21:40:57,096 - ice0003_2 - [INFO] - [Epoch:182]: Training Loss:0.001739 + +2023-05-19 21:40:57,577 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 21:41:21,160 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 21:41:43,994 - ice0003_2 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.42517, Head : 0.37969, Avg : 0.40243 + +2023-05-19 21:41:43,994 - ice0003_2 - [INFO] - [Epoch 182]: Training Loss: 0.0017387, Valid MRR: 0.40449, + + + +2023-05-19 21:41:45,197 - ice0003_2 - [INFO] - [E:183| 0]: Train Loss:0.0017546, Val MRR:0.40449, ice0003_2 +2023-05-19 21:43:27,296 - ice0003_2 - [INFO] - [E:183| 100]: Train Loss:0.0017324, Val MRR:0.40449, ice0003_2 +2023-05-19 21:45:08,847 - ice0003_2 - [INFO] - [E:183| 200]: Train Loss:0.0017318, Val MRR:0.40449, ice0003_2 +2023-05-19 21:46:44,779 - ice0003_2 - [INFO] - [E:183| 300]: Train Loss:0.0017311, Val MRR:0.40449, ice0003_2 +2023-05-19 21:48:24,017 - ice0003_2 - [INFO] - [E:183| 400]: Train Loss:0.001733, Val MRR:0.40449, ice0003_2 +2023-05-19 21:50:06,479 - ice0003_2 - [INFO] - [E:183| 500]: Train Loss:0.0017338, Val MRR:0.40449, ice0003_2 +2023-05-19 21:51:48,825 - ice0003_2 - [INFO] - [E:183| 600]: Train Loss:0.001735, Val MRR:0.40449, ice0003_2 +2023-05-19 21:53:31,115 - ice0003_2 - [INFO] - [E:183| 700]: Train Loss:0.0017361, Val MRR:0.40449, ice0003_2 +2023-05-19 21:55:13,441 - ice0003_2 - [INFO] - [E:183| 800]: Train Loss:0.0017368, Val MRR:0.40449, ice0003_2 +2023-05-19 21:56:46,005 - ice0003_2 - [INFO] - [E:183| 900]: Train Loss:0.0017374, Val MRR:0.40449, ice0003_2 +2023-05-19 21:57:57,362 - ice0003_2 - [INFO] - [Epoch:183]: Training Loss:0.001738 + +2023-05-19 21:57:57,706 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 21:58:20,970 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 21:58:43,900 - ice0003_2 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.42626, Head : 0.37972, Avg : 0.40299 + +2023-05-19 21:58:43,900 - ice0003_2 - [INFO] - [Epoch 183]: Training Loss: 0.0017375, Valid MRR: 0.40449, + + + +2023-05-19 21:58:44,740 - ice0003_2 - [INFO] - [E:184| 0]: Train Loss:0.0017251, Val MRR:0.40449, ice0003_2 +2023-05-19 22:00:27,059 - ice0003_2 - [INFO] - [E:184| 100]: Train Loss:0.0017328, Val MRR:0.40449, ice0003_2 +2023-05-19 22:02:12,609 - ice0003_2 - [INFO] - [E:184| 200]: Train Loss:0.0017305, Val MRR:0.40449, ice0003_2 +2023-05-19 22:03:55,409 - ice0003_2 - [INFO] - [E:184| 300]: Train Loss:0.0017326, Val MRR:0.40449, ice0003_2 +2023-05-19 22:05:28,053 - ice0003_2 - [INFO] - [E:184| 400]: Train Loss:0.0017329, Val MRR:0.40449, ice0003_2 +2023-05-19 22:07:10,041 - ice0003_2 - [INFO] - [E:184| 500]: Train Loss:0.0017339, Val MRR:0.40449, ice0003_2 +2023-05-19 22:08:51,952 - ice0003_2 - [INFO] - [E:184| 600]: Train Loss:0.0017342, Val MRR:0.40449, ice0003_2 +2023-05-19 22:10:33,975 - ice0003_2 - [INFO] - [E:184| 700]: Train Loss:0.0017345, Val MRR:0.40449, ice0003_2 +2023-05-19 22:12:15,238 - ice0003_2 - [INFO] - [E:184| 800]: Train Loss:0.0017354, Val MRR:0.40449, ice0003_2 +2023-05-19 22:13:46,594 - ice0003_2 - [INFO] - [E:184| 900]: Train Loss:0.0017363, Val MRR:0.40449, ice0003_2 +2023-05-19 22:14:58,470 - ice0003_2 - [INFO] - [Epoch:184]: Training Loss:0.001737 + +2023-05-19 22:14:58,815 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 22:15:22,404 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 22:15:45,838 - ice0003_2 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.42648, Head : 0.38159, Avg : 0.40404 + +2023-05-19 22:15:45,838 - ice0003_2 - [INFO] - [Epoch 184]: Training Loss: 0.0017367, Valid MRR: 0.40449, + + + +2023-05-19 22:15:46,989 - ice0003_2 - [INFO] - [E:185| 0]: Train Loss:0.0017037, Val MRR:0.40449, ice0003_2 +2023-05-19 22:17:29,366 - ice0003_2 - [INFO] - [E:185| 100]: Train Loss:0.0017332, Val MRR:0.40449, ice0003_2 +2023-05-19 22:19:11,358 - ice0003_2 - [INFO] - [E:185| 200]: Train Loss:0.0017319, Val MRR:0.40449, ice0003_2 +2023-05-19 22:20:53,270 - ice0003_2 - [INFO] - [E:185| 300]: Train Loss:0.0017315, Val MRR:0.40449, ice0003_2 +2023-05-19 22:22:25,740 - ice0003_2 - [INFO] - [E:185| 400]: Train Loss:0.0017339, Val MRR:0.40449, ice0003_2 +2023-05-19 22:24:09,039 - ice0003_2 - [INFO] - [E:185| 500]: Train Loss:0.0017339, Val MRR:0.40449, ice0003_2 +2023-05-19 22:25:51,666 - ice0003_2 - [INFO] - [E:185| 600]: Train Loss:0.001734, Val MRR:0.40449, ice0003_2 +2023-05-19 22:27:33,192 - ice0003_2 - [INFO] - [E:185| 700]: Train Loss:0.0017352, Val MRR:0.40449, ice0003_2 +2023-05-19 22:29:15,986 - ice0003_2 - [INFO] - [E:185| 800]: Train Loss:0.0017358, Val MRR:0.40449, ice0003_2 +2023-05-19 22:30:48,435 - ice0003_2 - [INFO] - [E:185| 900]: Train Loss:0.0017359, Val MRR:0.40449, ice0003_2 +2023-05-19 22:32:01,451 - ice0003_2 - [INFO] - [Epoch:185]: Training Loss:0.001736 + +2023-05-19 22:32:01,817 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 22:32:25,488 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 22:32:48,726 - ice0003_2 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.42649, Head : 0.37975, Avg : 0.40312 + +2023-05-19 22:32:48,727 - ice0003_2 - [INFO] - [Epoch 185]: Training Loss: 0.0017365, Valid MRR: 0.40449, + + + +2023-05-19 22:32:49,755 - ice0003_2 - [INFO] - [E:186| 0]: Train Loss:0.0017431, Val MRR:0.40449, ice0003_2 +2023-05-19 22:34:32,878 - ice0003_2 - [INFO] - [E:186| 100]: Train Loss:0.0017345, Val MRR:0.40449, ice0003_2 +2023-05-19 22:36:14,965 - ice0003_2 - [INFO] - [E:186| 200]: Train Loss:0.0017312, Val MRR:0.40449, ice0003_2 +2023-05-19 22:37:57,166 - ice0003_2 - [INFO] - [E:186| 300]: Train Loss:0.0017313, Val MRR:0.40449, ice0003_2 +2023-05-19 22:39:30,097 - ice0003_2 - [INFO] - [E:186| 400]: Train Loss:0.0017322, Val MRR:0.40449, ice0003_2 +2023-05-19 22:41:11,542 - ice0003_2 - [INFO] - [E:186| 500]: Train Loss:0.0017329, Val MRR:0.40449, ice0003_2 +2023-05-19 22:42:53,732 - ice0003_2 - [INFO] - [E:186| 600]: Train Loss:0.0017331, Val MRR:0.40449, ice0003_2 +2023-05-19 22:44:36,478 - ice0003_2 - [INFO] - [E:186| 700]: Train Loss:0.0017333, Val MRR:0.40449, ice0003_2 +2023-05-19 22:46:19,358 - ice0003_2 - [INFO] - [E:186| 800]: Train Loss:0.0017339, Val MRR:0.40449, ice0003_2 +2023-05-19 22:47:57,616 - ice0003_2 - [INFO] - [E:186| 900]: Train Loss:0.0017347, Val MRR:0.40449, ice0003_2 +2023-05-19 22:49:03,842 - ice0003_2 - [INFO] - [Epoch:186]: Training Loss:0.001735 + +2023-05-19 22:49:04,184 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 22:49:27,783 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 22:49:50,984 - ice0003_2 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.427, Head : 0.37893, Avg : 0.40297 + +2023-05-19 22:49:50,985 - ice0003_2 - [INFO] - [Epoch 186]: Training Loss: 0.001735, Valid MRR: 0.40449, + + + +2023-05-19 22:49:51,795 - ice0003_2 - [INFO] - [E:187| 0]: Train Loss:0.0017274, Val MRR:0.40449, ice0003_2 +2023-05-19 22:51:36,591 - ice0003_2 - [INFO] - [E:187| 100]: Train Loss:0.0017274, Val MRR:0.40449, ice0003_2 +2023-05-19 22:53:18,708 - ice0003_2 - [INFO] - [E:187| 200]: Train Loss:0.0017292, Val MRR:0.40449, ice0003_2 +2023-05-19 22:55:00,247 - ice0003_2 - [INFO] - [E:187| 300]: Train Loss:0.0017294, Val MRR:0.40449, ice0003_2 +2023-05-19 22:56:40,033 - ice0003_2 - [INFO] - [E:187| 400]: Train Loss:0.00173, Val MRR:0.40449, ice0003_2 +2023-05-19 22:58:13,166 - ice0003_2 - [INFO] - [E:187| 500]: Train Loss:0.0017306, Val MRR:0.40449, ice0003_2 +2023-05-19 22:59:57,167 - ice0003_2 - [INFO] - [E:187| 600]: Train Loss:0.001731, Val MRR:0.40449, ice0003_2 +2023-05-19 23:01:40,475 - ice0003_2 - [INFO] - [E:187| 700]: Train Loss:0.0017316, Val MRR:0.40449, ice0003_2 +2023-05-19 23:03:23,357 - ice0003_2 - [INFO] - [E:187| 800]: Train Loss:0.0017327, Val MRR:0.40449, ice0003_2 +2023-05-19 23:05:06,128 - ice0003_2 - [INFO] - [E:187| 900]: Train Loss:0.0017336, Val MRR:0.40449, ice0003_2 +2023-05-19 23:06:08,227 - ice0003_2 - [INFO] - [Epoch:187]: Training Loss:0.001734 + +2023-05-19 23:06:08,500 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 23:06:31,592 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 23:06:54,820 - ice0003_2 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.42606, Head : 0.3814, Avg : 0.40373 + +2023-05-19 23:06:54,820 - ice0003_2 - [INFO] - [Epoch 187]: Training Loss: 0.0017344, Valid MRR: 0.40449, + + + +2023-05-19 23:06:55,762 - ice0003_2 - [INFO] - [E:188| 0]: Train Loss:0.0017085, Val MRR:0.40449, ice0003_2 +2023-05-19 23:08:38,976 - ice0003_2 - [INFO] - [E:188| 100]: Train Loss:0.0017264, Val MRR:0.40449, ice0003_2 +2023-05-19 23:10:20,752 - ice0003_2 - [INFO] - [E:188| 200]: Train Loss:0.0017291, Val MRR:0.40449, ice0003_2 +2023-05-19 23:12:02,743 - ice0003_2 - [INFO] - [E:188| 300]: Train Loss:0.0017286, Val MRR:0.40449, ice0003_2 +2023-05-19 23:13:45,653 - ice0003_2 - [INFO] - [E:188| 400]: Train Loss:0.00173, Val MRR:0.40449, ice0003_2 +2023-05-19 23:15:18,184 - ice0003_2 - [INFO] - [E:188| 500]: Train Loss:0.0017313, Val MRR:0.40449, ice0003_2 +2023-05-19 23:17:01,198 - ice0003_2 - [INFO] - [E:188| 600]: Train Loss:0.0017317, Val MRR:0.40449, ice0003_2 +2023-05-19 23:18:43,224 - ice0003_2 - [INFO] - [E:188| 700]: Train Loss:0.0017327, Val MRR:0.40449, ice0003_2 +2023-05-19 23:20:25,788 - ice0003_2 - [INFO] - [E:188| 800]: Train Loss:0.001733, Val MRR:0.40449, ice0003_2 +2023-05-19 23:22:08,504 - ice0003_2 - [INFO] - [E:188| 900]: Train Loss:0.0017328, Val MRR:0.40449, ice0003_2 +2023-05-19 23:23:10,726 - ice0003_2 - [INFO] - [Epoch:188]: Training Loss:0.001734 + +2023-05-19 23:23:10,988 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 23:23:34,213 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 23:23:56,803 - ice0003_2 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.42638, Head : 0.37915, Avg : 0.40276 + +2023-05-19 23:23:56,803 - ice0003_2 - [INFO] - [Epoch 188]: Training Loss: 0.0017336, Valid MRR: 0.40449, + + + +2023-05-19 23:23:58,003 - ice0003_2 - [INFO] - [E:189| 0]: Train Loss:0.0016959, Val MRR:0.40449, ice0003_2 +2023-05-19 23:25:39,771 - ice0003_2 - [INFO] - [E:189| 100]: Train Loss:0.0017229, Val MRR:0.40449, ice0003_2 +2023-05-19 23:27:23,195 - ice0003_2 - [INFO] - [E:189| 200]: Train Loss:0.0017256, Val MRR:0.40449, ice0003_2 +2023-05-19 23:29:07,002 - ice0003_2 - [INFO] - [E:189| 300]: Train Loss:0.001728, Val MRR:0.40449, ice0003_2 +2023-05-19 23:30:49,684 - ice0003_2 - [INFO] - [E:189| 400]: Train Loss:0.0017298, Val MRR:0.40449, ice0003_2 +2023-05-19 23:32:21,859 - ice0003_2 - [INFO] - [E:189| 500]: Train Loss:0.0017299, Val MRR:0.40449, ice0003_2 +2023-05-19 23:34:04,025 - ice0003_2 - [INFO] - [E:189| 600]: Train Loss:0.0017308, Val MRR:0.40449, ice0003_2 +2023-05-19 23:35:47,091 - ice0003_2 - [INFO] - [E:189| 700]: Train Loss:0.001731, Val MRR:0.40449, ice0003_2 +2023-05-19 23:37:29,664 - ice0003_2 - [INFO] - [E:189| 800]: Train Loss:0.0017313, Val MRR:0.40449, ice0003_2 +2023-05-19 23:39:13,864 - ice0003_2 - [INFO] - [E:189| 900]: Train Loss:0.001732, Val MRR:0.40449, ice0003_2 +2023-05-19 23:40:21,564 - ice0003_2 - [INFO] - [Epoch:189]: Training Loss:0.001733 + +2023-05-19 23:40:21,781 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 23:40:37,837 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 23:41:00,437 - ice0003_2 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.42802, Head : 0.38149, Avg : 0.40476 + MR: Tail : 385.91, Head : 408.93, Avg : 397.42 + Hit-1: Tail : 0.32103, Head : 0.27661, Avg : 0.29882 + Hit-3: Tail : 0.48185, Head : 0.42627, Avg : 0.45406 + Hit-10: Tail : 0.63345, Head : 0.58818, Avg : 0.61081 +2023-05-19 23:41:01,760 - ice0003_2 - [INFO] - [Epoch 189]: Training Loss: 0.0017326, Valid MRR: 0.40476, + + + +2023-05-19 23:41:02,957 - ice0003_2 - [INFO] - [E:190| 0]: Train Loss:0.0017601, Val MRR:0.40476, ice0003_2 +2023-05-19 23:42:44,507 - ice0003_2 - [INFO] - [E:190| 100]: Train Loss:0.0017243, Val MRR:0.40476, ice0003_2 +2023-05-19 23:44:26,125 - ice0003_2 - [INFO] - [E:190| 200]: Train Loss:0.0017265, Val MRR:0.40476, ice0003_2 +2023-05-19 23:46:08,402 - ice0003_2 - [INFO] - [E:190| 300]: Train Loss:0.0017267, Val MRR:0.40476, ice0003_2 +2023-05-19 23:47:50,381 - ice0003_2 - [INFO] - [E:190| 400]: Train Loss:0.001728, Val MRR:0.40476, ice0003_2 +2023-05-19 23:49:22,303 - ice0003_2 - [INFO] - [E:190| 500]: Train Loss:0.0017291, Val MRR:0.40476, ice0003_2 +2023-05-19 23:51:05,454 - ice0003_2 - [INFO] - [E:190| 600]: Train Loss:0.0017297, Val MRR:0.40476, ice0003_2 +2023-05-19 23:52:47,734 - ice0003_2 - [INFO] - [E:190| 700]: Train Loss:0.0017305, Val MRR:0.40476, ice0003_2 +2023-05-19 23:54:29,097 - ice0003_2 - [INFO] - [E:190| 800]: Train Loss:0.001731, Val MRR:0.40476, ice0003_2 +2023-05-19 23:56:12,329 - ice0003_2 - [INFO] - [E:190| 900]: Train Loss:0.0017318, Val MRR:0.40476, ice0003_2 +2023-05-19 23:57:24,330 - ice0003_2 - [INFO] - [Epoch:190]: Training Loss:0.001732 + +2023-05-19 23:57:24,728 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-19 23:57:46,825 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-19 23:58:00,478 - ice0003_2 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.42675, Head : 0.38209, Avg : 0.40442 + +2023-05-19 23:58:00,479 - ice0003_2 - [INFO] - [Epoch 190]: Training Loss: 0.0017323, Valid MRR: 0.40476, + + + +2023-05-19 23:58:01,128 - ice0003_2 - [INFO] - [E:191| 0]: Train Loss:0.0016896, Val MRR:0.40476, ice0003_2 +2023-05-19 23:59:42,936 - ice0003_2 - [INFO] - [E:191| 100]: Train Loss:0.0017277, Val MRR:0.40476, ice0003_2 +2023-05-20 00:01:25,252 - ice0003_2 - [INFO] - [E:191| 200]: Train Loss:0.0017269, Val MRR:0.40476, ice0003_2 +2023-05-20 00:03:07,479 - ice0003_2 - [INFO] - [E:191| 300]: Train Loss:0.0017267, Val MRR:0.40476, ice0003_2 +2023-05-20 00:04:49,660 - ice0003_2 - [INFO] - [E:191| 400]: Train Loss:0.0017276, Val MRR:0.40476, ice0003_2 +2023-05-20 00:06:30,565 - ice0003_2 - [INFO] - [E:191| 500]: Train Loss:0.0017275, Val MRR:0.40476, ice0003_2 +2023-05-20 00:08:03,931 - ice0003_2 - [INFO] - [E:191| 600]: Train Loss:0.0017275, Val MRR:0.40476, ice0003_2 +2023-05-20 00:09:45,604 - ice0003_2 - [INFO] - [E:191| 700]: Train Loss:0.0017285, Val MRR:0.40476, ice0003_2 +2023-05-20 00:11:28,119 - ice0003_2 - [INFO] - [E:191| 800]: Train Loss:0.0017293, Val MRR:0.40476, ice0003_2 +2023-05-20 00:13:10,491 - ice0003_2 - [INFO] - [E:191| 900]: Train Loss:0.0017302, Val MRR:0.40476, ice0003_2 +2023-05-20 00:14:22,297 - ice0003_2 - [INFO] - [Epoch:191]: Training Loss:0.001731 + +2023-05-20 00:14:22,696 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 00:14:46,415 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 00:15:07,951 - ice0003_2 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.4264, Head : 0.38007, Avg : 0.40324 + +2023-05-20 00:15:07,951 - ice0003_2 - [INFO] - [Epoch 191]: Training Loss: 0.0017307, Valid MRR: 0.40476, + + + +2023-05-20 00:15:08,601 - ice0003_2 - [INFO] - [E:192| 0]: Train Loss:0.0017486, Val MRR:0.40476, ice0003_2 +2023-05-20 00:16:42,944 - ice0003_2 - [INFO] - [E:192| 100]: Train Loss:0.0017253, Val MRR:0.40476, ice0003_2 +2023-05-20 00:18:25,809 - ice0003_2 - [INFO] - [E:192| 200]: Train Loss:0.001728, Val MRR:0.40476, ice0003_2 +2023-05-20 00:20:08,753 - ice0003_2 - [INFO] - [E:192| 300]: Train Loss:0.0017293, Val MRR:0.40476, ice0003_2 +2023-05-20 00:21:51,105 - ice0003_2 - [INFO] - [E:192| 400]: Train Loss:0.0017285, Val MRR:0.40476, ice0003_2 +2023-05-20 00:23:32,268 - ice0003_2 - [INFO] - [E:192| 500]: Train Loss:0.0017282, Val MRR:0.40476, ice0003_2 +2023-05-20 00:25:03,927 - ice0003_2 - [INFO] - [E:192| 600]: Train Loss:0.0017291, Val MRR:0.40476, ice0003_2 +2023-05-20 00:26:48,079 - ice0003_2 - [INFO] - [E:192| 700]: Train Loss:0.0017294, Val MRR:0.40476, ice0003_2 +2023-05-20 00:28:30,369 - ice0003_2 - [INFO] - [E:192| 800]: Train Loss:0.0017297, Val MRR:0.40476, ice0003_2 +2023-05-20 00:30:12,324 - ice0003_2 - [INFO] - [E:192| 900]: Train Loss:0.0017301, Val MRR:0.40476, ice0003_2 +2023-05-20 00:31:24,127 - ice0003_2 - [INFO] - [Epoch:192]: Training Loss:0.00173 + +2023-05-20 00:31:24,517 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 00:31:48,052 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 00:32:10,892 - ice0003_2 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.42633, Head : 0.38143, Avg : 0.40388 + +2023-05-20 00:32:10,892 - ice0003_2 - [INFO] - [Epoch 192]: Training Loss: 0.0017304, Valid MRR: 0.40476, + + + +2023-05-20 00:32:12,074 - ice0003_2 - [INFO] - [E:193| 0]: Train Loss:0.0017121, Val MRR:0.40476, ice0003_2 +2023-05-20 00:33:44,294 - ice0003_2 - [INFO] - [E:193| 100]: Train Loss:0.0017215, Val MRR:0.40476, ice0003_2 +2023-05-20 00:35:27,038 - ice0003_2 - [INFO] - [E:193| 200]: Train Loss:0.001723, Val MRR:0.40476, ice0003_2 +2023-05-20 00:37:08,776 - ice0003_2 - [INFO] - [E:193| 300]: Train Loss:0.0017239, Val MRR:0.40476, ice0003_2 +2023-05-20 00:38:51,542 - ice0003_2 - [INFO] - [E:193| 400]: Train Loss:0.0017246, Val MRR:0.40476, ice0003_2 +2023-05-20 00:40:34,860 - ice0003_2 - [INFO] - [E:193| 500]: Train Loss:0.0017263, Val MRR:0.40476, ice0003_2 +2023-05-20 00:42:07,439 - ice0003_2 - [INFO] - [E:193| 600]: Train Loss:0.0017267, Val MRR:0.40476, ice0003_2 +2023-05-20 00:43:49,742 - ice0003_2 - [INFO] - [E:193| 700]: Train Loss:0.0017274, Val MRR:0.40476, ice0003_2 +2023-05-20 00:45:32,230 - ice0003_2 - [INFO] - [E:193| 800]: Train Loss:0.0017283, Val MRR:0.40476, ice0003_2 +2023-05-20 00:47:15,415 - ice0003_2 - [INFO] - [E:193| 900]: Train Loss:0.0017291, Val MRR:0.40476, ice0003_2 +2023-05-20 00:48:26,899 - ice0003_2 - [INFO] - [Epoch:193]: Training Loss:0.001729 + +2023-05-20 00:48:27,252 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 00:48:50,740 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 00:49:13,350 - ice0003_2 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.42561, Head : 0.38116, Avg : 0.40339 + +2023-05-20 00:49:13,350 - ice0003_2 - [INFO] - [Epoch 193]: Training Loss: 0.0017295, Valid MRR: 0.40476, + + + +2023-05-20 00:49:14,537 - ice0003_2 - [INFO] - [E:194| 0]: Train Loss:0.0017688, Val MRR:0.40476, ice0003_2 +2023-05-20 00:50:46,921 - ice0003_2 - [INFO] - [E:194| 100]: Train Loss:0.0017224, Val MRR:0.40476, ice0003_2 +2023-05-20 00:52:28,453 - ice0003_2 - [INFO] - [E:194| 200]: Train Loss:0.0017235, Val MRR:0.40476, ice0003_2 +2023-05-20 00:54:10,927 - ice0003_2 - [INFO] - [E:194| 300]: Train Loss:0.0017254, Val MRR:0.40476, ice0003_2 +2023-05-20 00:55:53,472 - ice0003_2 - [INFO] - [E:194| 400]: Train Loss:0.0017261, Val MRR:0.40476, ice0003_2 +2023-05-20 00:57:36,220 - ice0003_2 - [INFO] - [E:194| 500]: Train Loss:0.0017265, Val MRR:0.40476, ice0003_2 +2023-05-20 00:59:09,411 - ice0003_2 - [INFO] - [E:194| 600]: Train Loss:0.0017271, Val MRR:0.40476, ice0003_2 +2023-05-20 01:00:52,673 - ice0003_2 - [INFO] - [E:194| 700]: Train Loss:0.0017277, Val MRR:0.40476, ice0003_2 +2023-05-20 01:02:36,407 - ice0003_2 - [INFO] - [E:194| 800]: Train Loss:0.0017283, Val MRR:0.40476, ice0003_2 +2023-05-20 01:04:19,560 - ice0003_2 - [INFO] - [E:194| 900]: Train Loss:0.0017288, Val MRR:0.40476, ice0003_2 +2023-05-20 01:05:31,173 - ice0003_2 - [INFO] - [Epoch:194]: Training Loss:0.001729 + +2023-05-20 01:05:31,434 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 01:05:54,079 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 01:06:16,921 - ice0003_2 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.42813, Head : 0.38222, Avg : 0.40517 + +2023-05-20 01:06:19,746 - ice0003_2 - [INFO] - [Epoch 194]: Training Loss: 0.001729, Valid MRR: 0.40517, + + + +2023-05-20 01:06:20,947 - ice0003_2 - [INFO] - [E:195| 0]: Train Loss:0.0016908, Val MRR:0.40517, ice0003_2 +2023-05-20 01:07:52,926 - ice0003_2 - [INFO] - [E:195| 100]: Train Loss:0.0017208, Val MRR:0.40517, ice0003_2 +2023-05-20 01:09:35,657 - ice0003_2 - [INFO] - [E:195| 200]: Train Loss:0.0017216, Val MRR:0.40517, ice0003_2 +2023-05-20 01:11:17,630 - ice0003_2 - [INFO] - [E:195| 300]: Train Loss:0.0017223, Val MRR:0.40517, ice0003_2 +2023-05-20 01:12:59,610 - ice0003_2 - [INFO] - [E:195| 400]: Train Loss:0.0017237, Val MRR:0.40517, ice0003_2 +2023-05-20 01:14:44,522 - ice0003_2 - [INFO] - [E:195| 500]: Train Loss:0.001724, Val MRR:0.40517, ice0003_2 +2023-05-20 01:16:23,299 - ice0003_2 - [INFO] - [E:195| 600]: Train Loss:0.001725, Val MRR:0.40517, ice0003_2 +2023-05-20 01:17:59,091 - ice0003_2 - [INFO] - [E:195| 700]: Train Loss:0.0017259, Val MRR:0.40517, ice0003_2 +2023-05-20 01:19:40,733 - ice0003_2 - [INFO] - [E:195| 800]: Train Loss:0.0017264, Val MRR:0.40517, ice0003_2 +2023-05-20 01:21:22,459 - ice0003_2 - [INFO] - [E:195| 900]: Train Loss:0.0017273, Val MRR:0.40517, ice0003_2 +2023-05-20 01:22:34,163 - ice0003_2 - [INFO] - [Epoch:195]: Training Loss:0.001728 + +2023-05-20 01:22:34,615 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 01:22:58,234 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 01:23:20,959 - ice0003_2 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.42936, Head : 0.38082, Avg : 0.40509 + +2023-05-20 01:23:20,959 - ice0003_2 - [INFO] - [Epoch 195]: Training Loss: 0.0017276, Valid MRR: 0.40517, + + + +2023-05-20 01:23:22,150 - ice0003_2 - [INFO] - [E:196| 0]: Train Loss:0.0017698, Val MRR:0.40517, ice0003_2 +2023-05-20 01:25:03,510 - ice0003_2 - [INFO] - [E:196| 100]: Train Loss:0.001722, Val MRR:0.40517, ice0003_2 +2023-05-20 01:26:37,333 - ice0003_2 - [INFO] - [E:196| 200]: Train Loss:0.0017236, Val MRR:0.40517, ice0003_2 +2023-05-20 01:28:20,298 - ice0003_2 - [INFO] - [E:196| 300]: Train Loss:0.0017231, Val MRR:0.40517, ice0003_2 +2023-05-20 01:30:03,040 - ice0003_2 - [INFO] - [E:196| 400]: Train Loss:0.0017232, Val MRR:0.40517, ice0003_2 +2023-05-20 01:31:46,063 - ice0003_2 - [INFO] - [E:196| 500]: Train Loss:0.0017245, Val MRR:0.40517, ice0003_2 +2023-05-20 01:33:28,608 - ice0003_2 - [INFO] - [E:196| 600]: Train Loss:0.0017251, Val MRR:0.40517, ice0003_2 +2023-05-20 01:35:00,017 - ice0003_2 - [INFO] - [E:196| 700]: Train Loss:0.0017256, Val MRR:0.40517, ice0003_2 +2023-05-20 01:36:42,315 - ice0003_2 - [INFO] - [E:196| 800]: Train Loss:0.0017263, Val MRR:0.40517, ice0003_2 +2023-05-20 01:38:24,262 - ice0003_2 - [INFO] - [E:196| 900]: Train Loss:0.0017265, Val MRR:0.40517, ice0003_2 +2023-05-20 01:39:36,355 - ice0003_2 - [INFO] - [Epoch:196]: Training Loss:0.001727 + +2023-05-20 01:39:36,698 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 01:40:00,443 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 01:40:23,745 - ice0003_2 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.42701, Head : 0.38245, Avg : 0.40473 + +2023-05-20 01:40:23,745 - ice0003_2 - [INFO] - [Epoch 196]: Training Loss: 0.0017269, Valid MRR: 0.40517, + + + +2023-05-20 01:40:24,531 - ice0003_2 - [INFO] - [E:197| 0]: Train Loss:0.0017117, Val MRR:0.40517, ice0003_2 +2023-05-20 01:42:07,956 - ice0003_2 - [INFO] - [E:197| 100]: Train Loss:0.0017192, Val MRR:0.40517, ice0003_2 +2023-05-20 01:43:40,309 - ice0003_2 - [INFO] - [E:197| 200]: Train Loss:0.0017215, Val MRR:0.40517, ice0003_2 +2023-05-20 01:45:22,099 - ice0003_2 - [INFO] - [E:197| 300]: Train Loss:0.0017224, Val MRR:0.40517, ice0003_2 +2023-05-20 01:47:04,046 - ice0003_2 - [INFO] - [E:197| 400]: Train Loss:0.0017232, Val MRR:0.40517, ice0003_2 +2023-05-20 01:48:45,565 - ice0003_2 - [INFO] - [E:197| 500]: Train Loss:0.0017234, Val MRR:0.40517, ice0003_2 +2023-05-20 01:50:26,365 - ice0003_2 - [INFO] - [E:197| 600]: Train Loss:0.0017238, Val MRR:0.40517, ice0003_2 +2023-05-20 01:51:58,959 - ice0003_2 - [INFO] - [E:197| 700]: Train Loss:0.0017247, Val MRR:0.40517, ice0003_2 +2023-05-20 01:53:42,821 - ice0003_2 - [INFO] - [E:197| 800]: Train Loss:0.0017251, Val MRR:0.40517, ice0003_2 +2023-05-20 01:55:25,162 - ice0003_2 - [INFO] - [E:197| 900]: Train Loss:0.0017253, Val MRR:0.40517, ice0003_2 +2023-05-20 01:56:36,743 - ice0003_2 - [INFO] - [Epoch:197]: Training Loss:0.001726 + +2023-05-20 01:56:37,256 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 01:57:00,344 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 01:57:23,188 - ice0003_2 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.42678, Head : 0.37912, Avg : 0.40295 + +2023-05-20 01:57:23,189 - ice0003_2 - [INFO] - [Epoch 197]: Training Loss: 0.0017259, Valid MRR: 0.40517, + + + +2023-05-20 01:57:24,358 - ice0003_2 - [INFO] - [E:198| 0]: Train Loss:0.0017714, Val MRR:0.40517, ice0003_2 +2023-05-20 01:59:06,310 - ice0003_2 - [INFO] - [E:198| 100]: Train Loss:0.0017239, Val MRR:0.40517, ice0003_2 +2023-05-20 02:00:38,274 - ice0003_2 - [INFO] - [E:198| 200]: Train Loss:0.0017211, Val MRR:0.40517, ice0003_2 +2023-05-20 02:02:20,641 - ice0003_2 - [INFO] - [E:198| 300]: Train Loss:0.001722, Val MRR:0.40517, ice0003_2 +2023-05-20 02:04:04,255 - ice0003_2 - [INFO] - [E:198| 400]: Train Loss:0.0017227, Val MRR:0.40517, ice0003_2 +2023-05-20 02:05:46,405 - ice0003_2 - [INFO] - [E:198| 500]: Train Loss:0.0017225, Val MRR:0.40517, ice0003_2 +2023-05-20 02:07:28,816 - ice0003_2 - [INFO] - [E:198| 600]: Train Loss:0.0017227, Val MRR:0.40517, ice0003_2 +2023-05-20 02:09:01,634 - ice0003_2 - [INFO] - [E:198| 700]: Train Loss:0.0017233, Val MRR:0.40517, ice0003_2 +2023-05-20 02:10:44,776 - ice0003_2 - [INFO] - [E:198| 800]: Train Loss:0.0017238, Val MRR:0.40517, ice0003_2 +2023-05-20 02:12:27,196 - ice0003_2 - [INFO] - [E:198| 900]: Train Loss:0.0017246, Val MRR:0.40517, ice0003_2 +2023-05-20 02:13:38,972 - ice0003_2 - [INFO] - [Epoch:198]: Training Loss:0.001725 + +2023-05-20 02:13:39,369 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 02:14:03,056 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 02:14:25,855 - ice0003_2 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.43074, Head : 0.38159, Avg : 0.40617 + +2023-05-20 02:14:27,170 - ice0003_2 - [INFO] - [Epoch 198]: Training Loss: 0.0017251, Valid MRR: 0.40617, + + + +2023-05-20 02:14:28,369 - ice0003_2 - [INFO] - [E:199| 0]: Train Loss:0.0016837, Val MRR:0.40617, ice0003_2 +2023-05-20 02:16:11,383 - ice0003_2 - [INFO] - [E:199| 100]: Train Loss:0.0017233, Val MRR:0.40617, ice0003_2 +2023-05-20 02:17:44,319 - ice0003_2 - [INFO] - [E:199| 200]: Train Loss:0.0017209, Val MRR:0.40617, ice0003_2 +2023-05-20 02:19:25,371 - ice0003_2 - [INFO] - [E:199| 300]: Train Loss:0.001722, Val MRR:0.40617, ice0003_2 +2023-05-20 02:21:07,698 - ice0003_2 - [INFO] - [E:199| 400]: Train Loss:0.0017222, Val MRR:0.40617, ice0003_2 +2023-05-20 02:22:50,577 - ice0003_2 - [INFO] - [E:199| 500]: Train Loss:0.0017222, Val MRR:0.40617, ice0003_2 +2023-05-20 02:24:32,862 - ice0003_2 - [INFO] - [E:199| 600]: Train Loss:0.0017221, Val MRR:0.40617, ice0003_2 +2023-05-20 02:26:14,520 - ice0003_2 - [INFO] - [E:199| 700]: Train Loss:0.0017228, Val MRR:0.40617, ice0003_2 +2023-05-20 02:27:47,637 - ice0003_2 - [INFO] - [E:199| 800]: Train Loss:0.0017237, Val MRR:0.40617, ice0003_2 +2023-05-20 02:29:30,395 - ice0003_2 - [INFO] - [E:199| 900]: Train Loss:0.0017243, Val MRR:0.40617, ice0003_2 +2023-05-20 02:30:42,910 - ice0003_2 - [INFO] - [Epoch:199]: Training Loss:0.001725 + +2023-05-20 02:30:43,204 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 02:31:06,495 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 02:31:29,380 - ice0003_2 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.4285, Head : 0.38029, Avg : 0.4044 + MR: Tail : 386.09, Head : 426.22, Avg : 406.15 + Hit-1: Tail : 0.32213, Head : 0.27552, Avg : 0.29882 + Hit-3: Tail : 0.4844, Head : 0.43148, Avg : 0.45794 + Hit-10: Tail : 0.63248, Head : 0.59146, Avg : 0.61197 +2023-05-20 02:31:29,380 - ice0003_2 - [INFO] - [Epoch 199]: Training Loss: 0.0017247, Valid MRR: 0.40617, + + + +2023-05-20 02:31:30,567 - ice0003_2 - [INFO] - [E:200| 0]: Train Loss:0.0016818, Val MRR:0.40617, ice0003_2 +2023-05-20 02:33:12,582 - ice0003_2 - [INFO] - [E:200| 100]: Train Loss:0.0017183, Val MRR:0.40617, ice0003_2 +2023-05-20 02:34:55,377 - ice0003_2 - [INFO] - [E:200| 200]: Train Loss:0.0017189, Val MRR:0.40617, ice0003_2 +2023-05-20 02:36:28,251 - ice0003_2 - [INFO] - [E:200| 300]: Train Loss:0.0017189, Val MRR:0.40617, ice0003_2 +2023-05-20 02:38:10,839 - ice0003_2 - [INFO] - [E:200| 400]: Train Loss:0.0017193, Val MRR:0.40617, ice0003_2 +2023-05-20 02:39:53,426 - ice0003_2 - [INFO] - [E:200| 500]: Train Loss:0.00172, Val MRR:0.40617, ice0003_2 +2023-05-20 02:41:36,101 - ice0003_2 - [INFO] - [E:200| 600]: Train Loss:0.0017207, Val MRR:0.40617, ice0003_2 +2023-05-20 02:43:19,147 - ice0003_2 - [INFO] - [E:200| 700]: Train Loss:0.0017216, Val MRR:0.40617, ice0003_2 +2023-05-20 02:44:52,015 - ice0003_2 - [INFO] - [E:200| 800]: Train Loss:0.0017226, Val MRR:0.40617, ice0003_2 +2023-05-20 02:46:33,894 - ice0003_2 - [INFO] - [E:200| 900]: Train Loss:0.0017231, Val MRR:0.40617, ice0003_2 +2023-05-20 02:47:44,941 - ice0003_2 - [INFO] - [Epoch:200]: Training Loss:0.001724 + +2023-05-20 02:47:45,292 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 02:48:09,074 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 02:48:32,200 - ice0003_2 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.4277, Head : 0.38076, Avg : 0.40423 + +2023-05-20 02:48:32,200 - ice0003_2 - [INFO] - [Epoch 200]: Training Loss: 0.0017237, Valid MRR: 0.40617, + + + +2023-05-20 02:48:33,311 - ice0003_2 - [INFO] - [E:201| 0]: Train Loss:0.0017101, Val MRR:0.40617, ice0003_2 +2023-05-20 02:50:16,436 - ice0003_2 - [INFO] - [E:201| 100]: Train Loss:0.0017153, Val MRR:0.40617, ice0003_2 +2023-05-20 02:52:01,201 - ice0003_2 - [INFO] - [E:201| 200]: Train Loss:0.0017178, Val MRR:0.40617, ice0003_2 +2023-05-20 02:53:33,957 - ice0003_2 - [INFO] - [E:201| 300]: Train Loss:0.0017192, Val MRR:0.40617, ice0003_2 +2023-05-20 02:55:16,558 - ice0003_2 - [INFO] - [E:201| 400]: Train Loss:0.0017189, Val MRR:0.40617, ice0003_2 +2023-05-20 02:56:59,909 - ice0003_2 - [INFO] - [E:201| 500]: Train Loss:0.0017191, Val MRR:0.40617, ice0003_2 +2023-05-20 02:58:42,420 - ice0003_2 - [INFO] - [E:201| 600]: Train Loss:0.00172, Val MRR:0.40617, ice0003_2 +2023-05-20 03:00:24,599 - ice0003_2 - [INFO] - [E:201| 700]: Train Loss:0.0017211, Val MRR:0.40617, ice0003_2 +2023-05-20 03:01:56,377 - ice0003_2 - [INFO] - [E:201| 800]: Train Loss:0.0017219, Val MRR:0.40617, ice0003_2 +2023-05-20 03:03:38,590 - ice0003_2 - [INFO] - [E:201| 900]: Train Loss:0.0017226, Val MRR:0.40617, ice0003_2 +2023-05-20 03:04:50,607 - ice0003_2 - [INFO] - [Epoch:201]: Training Loss:0.001723 + +2023-05-20 03:04:51,009 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 03:05:14,541 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 03:05:37,512 - ice0003_2 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.42835, Head : 0.38059, Avg : 0.40447 + +2023-05-20 03:05:37,512 - ice0003_2 - [INFO] - [Epoch 201]: Training Loss: 0.0017233, Valid MRR: 0.40617, + + + +2023-05-20 03:05:38,538 - ice0003_2 - [INFO] - [E:202| 0]: Train Loss:0.0016759, Val MRR:0.40617, ice0003_2 +2023-05-20 03:07:21,312 - ice0003_2 - [INFO] - [E:202| 100]: Train Loss:0.0017167, Val MRR:0.40617, ice0003_2 +2023-05-20 03:09:03,932 - ice0003_2 - [INFO] - [E:202| 200]: Train Loss:0.001716, Val MRR:0.40617, ice0003_2 +2023-05-20 03:10:36,221 - ice0003_2 - [INFO] - [E:202| 300]: Train Loss:0.0017162, Val MRR:0.40617, ice0003_2 +2023-05-20 03:12:18,611 - ice0003_2 - [INFO] - [E:202| 400]: Train Loss:0.0017179, Val MRR:0.40617, ice0003_2 +2023-05-20 03:14:00,553 - ice0003_2 - [INFO] - [E:202| 500]: Train Loss:0.0017187, Val MRR:0.40617, ice0003_2 +2023-05-20 03:15:41,638 - ice0003_2 - [INFO] - [E:202| 600]: Train Loss:0.0017193, Val MRR:0.40617, ice0003_2 +2023-05-20 03:17:23,350 - ice0003_2 - [INFO] - [E:202| 700]: Train Loss:0.0017207, Val MRR:0.40617, ice0003_2 +2023-05-20 03:18:55,606 - ice0003_2 - [INFO] - [E:202| 800]: Train Loss:0.0017211, Val MRR:0.40617, ice0003_2 +2023-05-20 03:20:38,343 - ice0003_2 - [INFO] - [E:202| 900]: Train Loss:0.0017216, Val MRR:0.40617, ice0003_2 +2023-05-20 03:21:50,825 - ice0003_2 - [INFO] - [Epoch:202]: Training Loss:0.001722 + +2023-05-20 03:21:51,338 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 03:22:14,617 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 03:22:37,360 - ice0003_2 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.42914, Head : 0.38052, Avg : 0.40483 + +2023-05-20 03:22:37,360 - ice0003_2 - [INFO] - [Epoch 202]: Training Loss: 0.0017217, Valid MRR: 0.40617, + + + +2023-05-20 03:22:38,522 - ice0003_2 - [INFO] - [E:203| 0]: Train Loss:0.0017555, Val MRR:0.40617, ice0003_2 +2023-05-20 03:24:21,683 - ice0003_2 - [INFO] - [E:203| 100]: Train Loss:0.0017113, Val MRR:0.40617, ice0003_2 +2023-05-20 03:26:04,370 - ice0003_2 - [INFO] - [E:203| 200]: Train Loss:0.0017136, Val MRR:0.40617, ice0003_2 +2023-05-20 03:27:37,540 - ice0003_2 - [INFO] - [E:203| 300]: Train Loss:0.0017158, Val MRR:0.40617, ice0003_2 +2023-05-20 03:29:19,366 - ice0003_2 - [INFO] - [E:203| 400]: Train Loss:0.0017168, Val MRR:0.40617, ice0003_2 +2023-05-20 03:31:01,864 - ice0003_2 - [INFO] - [E:203| 500]: Train Loss:0.0017173, Val MRR:0.40617, ice0003_2 +2023-05-20 03:32:44,140 - ice0003_2 - [INFO] - [E:203| 600]: Train Loss:0.0017187, Val MRR:0.40617, ice0003_2 +2023-05-20 03:34:26,717 - ice0003_2 - [INFO] - [E:203| 700]: Train Loss:0.0017196, Val MRR:0.40617, ice0003_2 +2023-05-20 03:36:05,961 - ice0003_2 - [INFO] - [E:203| 800]: Train Loss:0.0017203, Val MRR:0.40617, ice0003_2 +2023-05-20 03:37:43,190 - ice0003_2 - [INFO] - [E:203| 900]: Train Loss:0.0017206, Val MRR:0.40617, ice0003_2 +2023-05-20 03:38:55,882 - ice0003_2 - [INFO] - [Epoch:203]: Training Loss:0.001721 + +2023-05-20 03:38:56,343 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 03:39:19,298 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 03:39:44,748 - ice0003_2 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.42872, Head : 0.38372, Avg : 0.40622 + +2023-05-20 03:39:47,379 - ice0003_2 - [INFO] - [Epoch 203]: Training Loss: 0.0017212, Valid MRR: 0.40622, + + + +2023-05-20 03:39:48,736 - ice0003_2 - [INFO] - [E:204| 0]: Train Loss:0.0016917, Val MRR:0.40622, ice0003_2 +2023-05-20 03:41:31,498 - ice0003_2 - [INFO] - [E:204| 100]: Train Loss:0.0017117, Val MRR:0.40622, ice0003_2 +2023-05-20 03:43:14,248 - ice0003_2 - [INFO] - [E:204| 200]: Train Loss:0.0017122, Val MRR:0.40622, ice0003_2 +2023-05-20 03:44:53,446 - ice0003_2 - [INFO] - [E:204| 300]: Train Loss:0.0017153, Val MRR:0.40622, ice0003_2 +2023-05-20 03:46:27,459 - ice0003_2 - [INFO] - [E:204| 400]: Train Loss:0.0017168, Val MRR:0.40622, ice0003_2 +2023-05-20 03:48:10,178 - ice0003_2 - [INFO] - [E:204| 500]: Train Loss:0.0017173, Val MRR:0.40622, ice0003_2 +2023-05-20 03:49:53,497 - ice0003_2 - [INFO] - [E:204| 600]: Train Loss:0.0017181, Val MRR:0.40622, ice0003_2 +2023-05-20 03:51:36,142 - ice0003_2 - [INFO] - [E:204| 700]: Train Loss:0.0017194, Val MRR:0.40622, ice0003_2 +2023-05-20 03:53:19,219 - ice0003_2 - [INFO] - [E:204| 800]: Train Loss:0.0017199, Val MRR:0.40622, ice0003_2 +2023-05-20 03:54:52,525 - ice0003_2 - [INFO] - [E:204| 900]: Train Loss:0.0017204, Val MRR:0.40622, ice0003_2 +2023-05-20 03:56:05,228 - ice0003_2 - [INFO] - [Epoch:204]: Training Loss:0.001721 + +2023-05-20 03:56:05,634 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 03:56:29,020 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 03:56:51,855 - ice0003_2 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.42775, Head : 0.3812, Avg : 0.40447 + +2023-05-20 03:56:51,855 - ice0003_2 - [INFO] - [Epoch 204]: Training Loss: 0.0017208, Valid MRR: 0.40622, + + + +2023-05-20 03:56:53,004 - ice0003_2 - [INFO] - [E:205| 0]: Train Loss:0.0017413, Val MRR:0.40622, ice0003_2 +2023-05-20 03:58:35,493 - ice0003_2 - [INFO] - [E:205| 100]: Train Loss:0.001709, Val MRR:0.40622, ice0003_2 +2023-05-20 04:00:17,651 - ice0003_2 - [INFO] - [E:205| 200]: Train Loss:0.0017137, Val MRR:0.40622, ice0003_2 +2023-05-20 04:02:00,280 - ice0003_2 - [INFO] - [E:205| 300]: Train Loss:0.0017155, Val MRR:0.40622, ice0003_2 +2023-05-20 04:03:32,660 - ice0003_2 - [INFO] - [E:205| 400]: Train Loss:0.0017169, Val MRR:0.40622, ice0003_2 +2023-05-20 04:05:15,844 - ice0003_2 - [INFO] - [E:205| 500]: Train Loss:0.0017164, Val MRR:0.40622, ice0003_2 +2023-05-20 04:06:58,371 - ice0003_2 - [INFO] - [E:205| 600]: Train Loss:0.0017165, Val MRR:0.40622, ice0003_2 +2023-05-20 04:08:41,383 - ice0003_2 - [INFO] - [E:205| 700]: Train Loss:0.0017175, Val MRR:0.40622, ice0003_2 +2023-05-20 04:10:24,079 - ice0003_2 - [INFO] - [E:205| 800]: Train Loss:0.0017186, Val MRR:0.40622, ice0003_2 +2023-05-20 04:11:56,512 - ice0003_2 - [INFO] - [E:205| 900]: Train Loss:0.0017191, Val MRR:0.40622, ice0003_2 +2023-05-20 04:13:08,102 - ice0003_2 - [INFO] - [Epoch:205]: Training Loss:0.00172 + +2023-05-20 04:13:08,501 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 04:13:31,791 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 04:13:54,423 - ice0003_2 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.4289, Head : 0.38297, Avg : 0.40594 + +2023-05-20 04:13:54,424 - ice0003_2 - [INFO] - [Epoch 205]: Training Loss: 0.0017195, Valid MRR: 0.40622, + + + +2023-05-20 04:13:55,605 - ice0003_2 - [INFO] - [E:206| 0]: Train Loss:0.0017457, Val MRR:0.40622, ice0003_2 +2023-05-20 04:15:38,076 - ice0003_2 - [INFO] - [E:206| 100]: Train Loss:0.0017145, Val MRR:0.40622, ice0003_2 +2023-05-20 04:17:21,440 - ice0003_2 - [INFO] - [E:206| 200]: Train Loss:0.0017143, Val MRR:0.40622, ice0003_2 +2023-05-20 04:19:04,353 - ice0003_2 - [INFO] - [E:206| 300]: Train Loss:0.0017141, Val MRR:0.40622, ice0003_2 +2023-05-20 04:20:37,406 - ice0003_2 - [INFO] - [E:206| 400]: Train Loss:0.0017159, Val MRR:0.40622, ice0003_2 +2023-05-20 04:22:19,869 - ice0003_2 - [INFO] - [E:206| 500]: Train Loss:0.0017162, Val MRR:0.40622, ice0003_2 +2023-05-20 04:24:02,869 - ice0003_2 - [INFO] - [E:206| 600]: Train Loss:0.0017168, Val MRR:0.40622, ice0003_2 +2023-05-20 04:25:46,233 - ice0003_2 - [INFO] - [E:206| 700]: Train Loss:0.0017173, Val MRR:0.40622, ice0003_2 +2023-05-20 04:27:28,782 - ice0003_2 - [INFO] - [E:206| 800]: Train Loss:0.0017185, Val MRR:0.40622, ice0003_2 +2023-05-20 04:29:03,401 - ice0003_2 - [INFO] - [E:206| 900]: Train Loss:0.0017186, Val MRR:0.40622, ice0003_2 +2023-05-20 04:30:15,973 - ice0003_2 - [INFO] - [Epoch:206]: Training Loss:0.001719 + +2023-05-20 04:30:16,328 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 04:30:39,991 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 04:31:03,018 - ice0003_2 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.42753, Head : 0.38138, Avg : 0.40446 + +2023-05-20 04:31:03,018 - ice0003_2 - [INFO] - [Epoch 206]: Training Loss: 0.0017193, Valid MRR: 0.40622, + + + +2023-05-20 04:31:04,138 - ice0003_2 - [INFO] - [E:207| 0]: Train Loss:0.0017299, Val MRR:0.40622, ice0003_2 +2023-05-20 04:32:47,309 - ice0003_2 - [INFO] - [E:207| 100]: Train Loss:0.0017085, Val MRR:0.40622, ice0003_2 +2023-05-20 04:34:30,738 - ice0003_2 - [INFO] - [E:207| 200]: Train Loss:0.0017116, Val MRR:0.40622, ice0003_2 +2023-05-20 04:36:14,012 - ice0003_2 - [INFO] - [E:207| 300]: Train Loss:0.0017116, Val MRR:0.40622, ice0003_2 +2023-05-20 04:37:46,890 - ice0003_2 - [INFO] - [E:207| 400]: Train Loss:0.0017131, Val MRR:0.40622, ice0003_2 +2023-05-20 04:39:29,407 - ice0003_2 - [INFO] - [E:207| 500]: Train Loss:0.0017148, Val MRR:0.40622, ice0003_2 +2023-05-20 04:41:12,046 - ice0003_2 - [INFO] - [E:207| 600]: Train Loss:0.0017155, Val MRR:0.40622, ice0003_2 +2023-05-20 04:42:52,624 - ice0003_2 - [INFO] - [E:207| 700]: Train Loss:0.001716, Val MRR:0.40622, ice0003_2 +2023-05-20 04:44:34,274 - ice0003_2 - [INFO] - [E:207| 800]: Train Loss:0.0017171, Val MRR:0.40622, ice0003_2 +2023-05-20 04:46:08,937 - ice0003_2 - [INFO] - [E:207| 900]: Train Loss:0.0017179, Val MRR:0.40622, ice0003_2 +2023-05-20 04:47:18,298 - ice0003_2 - [INFO] - [Epoch:207]: Training Loss:0.001718 + +2023-05-20 04:47:18,559 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 04:47:41,970 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 04:48:05,041 - ice0003_2 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.429, Head : 0.38294, Avg : 0.40597 + +2023-05-20 04:48:05,041 - ice0003_2 - [INFO] - [Epoch 207]: Training Loss: 0.001718, Valid MRR: 0.40622, + + + +2023-05-20 04:48:05,830 - ice0003_2 - [INFO] - [E:208| 0]: Train Loss:0.0017295, Val MRR:0.40622, ice0003_2 +2023-05-20 04:49:48,499 - ice0003_2 - [INFO] - [E:208| 100]: Train Loss:0.0017094, Val MRR:0.40622, ice0003_2 +2023-05-20 04:51:30,801 - ice0003_2 - [INFO] - [E:208| 200]: Train Loss:0.0017109, Val MRR:0.40622, ice0003_2 +2023-05-20 04:53:13,163 - ice0003_2 - [INFO] - [E:208| 300]: Train Loss:0.0017134, Val MRR:0.40622, ice0003_2 +2023-05-20 04:54:49,616 - ice0003_2 - [INFO] - [E:208| 400]: Train Loss:0.0017146, Val MRR:0.40622, ice0003_2 +2023-05-20 04:56:27,072 - ice0003_2 - [INFO] - [E:208| 500]: Train Loss:0.0017153, Val MRR:0.40622, ice0003_2 +2023-05-20 04:58:08,453 - ice0003_2 - [INFO] - [E:208| 600]: Train Loss:0.0017159, Val MRR:0.40622, ice0003_2 +2023-05-20 04:59:50,441 - ice0003_2 - [INFO] - [E:208| 700]: Train Loss:0.0017166, Val MRR:0.40622, ice0003_2 +2023-05-20 05:01:32,508 - ice0003_2 - [INFO] - [E:208| 800]: Train Loss:0.0017171, Val MRR:0.40622, ice0003_2 +2023-05-20 05:03:14,899 - ice0003_2 - [INFO] - [E:208| 900]: Train Loss:0.0017172, Val MRR:0.40622, ice0003_2 +2023-05-20 05:04:16,732 - ice0003_2 - [INFO] - [Epoch:208]: Training Loss:0.001718 + +2023-05-20 05:04:17,083 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 05:04:40,417 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 05:05:03,109 - ice0003_2 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.42985, Head : 0.38147, Avg : 0.40566 + +2023-05-20 05:05:03,109 - ice0003_2 - [INFO] - [Epoch 208]: Training Loss: 0.0017177, Valid MRR: 0.40622, + + + +2023-05-20 05:05:04,180 - ice0003_2 - [INFO] - [E:209| 0]: Train Loss:0.0016957, Val MRR:0.40622, ice0003_2 +2023-05-20 05:06:46,405 - ice0003_2 - [INFO] - [E:209| 100]: Train Loss:0.0017111, Val MRR:0.40622, ice0003_2 +2023-05-20 05:08:28,256 - ice0003_2 - [INFO] - [E:209| 200]: Train Loss:0.00171, Val MRR:0.40622, ice0003_2 +2023-05-20 05:10:11,191 - ice0003_2 - [INFO] - [E:209| 300]: Train Loss:0.0017114, Val MRR:0.40622, ice0003_2 +2023-05-20 05:11:53,772 - ice0003_2 - [INFO] - [E:209| 400]: Train Loss:0.0017129, Val MRR:0.40622, ice0003_2 +2023-05-20 05:13:26,467 - ice0003_2 - [INFO] - [E:209| 500]: Train Loss:0.001714, Val MRR:0.40622, ice0003_2 +2023-05-20 05:15:08,902 - ice0003_2 - [INFO] - [E:209| 600]: Train Loss:0.0017146, Val MRR:0.40622, ice0003_2 +2023-05-20 05:16:54,470 - ice0003_2 - [INFO] - [E:209| 700]: Train Loss:0.0017152, Val MRR:0.40622, ice0003_2 +2023-05-20 05:18:37,011 - ice0003_2 - [INFO] - [E:209| 800]: Train Loss:0.0017157, Val MRR:0.40622, ice0003_2 +2023-05-20 05:20:19,392 - ice0003_2 - [INFO] - [E:209| 900]: Train Loss:0.0017164, Val MRR:0.40622, ice0003_2 +2023-05-20 05:21:21,400 - ice0003_2 - [INFO] - [Epoch:209]: Training Loss:0.001717 + +2023-05-20 05:21:21,752 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 05:21:45,482 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 05:22:08,288 - ice0003_2 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.43111, Head : 0.38268, Avg : 0.4069 + MR: Tail : 406.52, Head : 435.26, Avg : 420.89 + Hit-1: Tail : 0.3254, Head : 0.27855, Avg : 0.30198 + Hit-3: Tail : 0.48598, Head : 0.42748, Avg : 0.45673 + Hit-10: Tail : 0.63418, Head : 0.59388, Avg : 0.61403 +2023-05-20 05:22:09,695 - ice0003_2 - [INFO] - [Epoch 209]: Training Loss: 0.0017171, Valid MRR: 0.4069, + + + +2023-05-20 05:22:10,848 - ice0003_2 - [INFO] - [E:210| 0]: Train Loss:0.0016653, Val MRR:0.4069, ice0003_2 +2023-05-20 05:23:53,187 - ice0003_2 - [INFO] - [E:210| 100]: Train Loss:0.0017102, Val MRR:0.4069, ice0003_2 +2023-05-20 05:25:35,361 - ice0003_2 - [INFO] - [E:210| 200]: Train Loss:0.0017087, Val MRR:0.4069, ice0003_2 +2023-05-20 05:27:17,880 - ice0003_2 - [INFO] - [E:210| 300]: Train Loss:0.0017102, Val MRR:0.4069, ice0003_2 +2023-05-20 05:29:00,465 - ice0003_2 - [INFO] - [E:210| 400]: Train Loss:0.0017121, Val MRR:0.4069, ice0003_2 +2023-05-20 05:30:33,116 - ice0003_2 - [INFO] - [E:210| 500]: Train Loss:0.0017126, Val MRR:0.4069, ice0003_2 +2023-05-20 05:32:16,030 - ice0003_2 - [INFO] - [E:210| 600]: Train Loss:0.0017137, Val MRR:0.4069, ice0003_2 +2023-05-20 05:33:58,846 - ice0003_2 - [INFO] - [E:210| 700]: Train Loss:0.0017142, Val MRR:0.4069, ice0003_2 +2023-05-20 05:35:41,694 - ice0003_2 - [INFO] - [E:210| 800]: Train Loss:0.0017151, Val MRR:0.4069, ice0003_2 +2023-05-20 05:37:24,937 - ice0003_2 - [INFO] - [E:210| 900]: Train Loss:0.0017154, Val MRR:0.4069, ice0003_2 +2023-05-20 05:38:29,291 - ice0003_2 - [INFO] - [Epoch:210]: Training Loss:0.001716 + +2023-05-20 05:38:29,509 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 05:38:50,780 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 05:39:13,467 - ice0003_2 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.42932, Head : 0.38304, Avg : 0.40618 + +2023-05-20 05:39:13,467 - ice0003_2 - [INFO] - [Epoch 210]: Training Loss: 0.0017157, Valid MRR: 0.4069, + + + +2023-05-20 05:39:14,550 - ice0003_2 - [INFO] - [E:211| 0]: Train Loss:0.0017293, Val MRR:0.4069, ice0003_2 +2023-05-20 05:40:55,612 - ice0003_2 - [INFO] - [E:211| 100]: Train Loss:0.0017105, Val MRR:0.4069, ice0003_2 +2023-05-20 05:42:37,512 - ice0003_2 - [INFO] - [E:211| 200]: Train Loss:0.0017075, Val MRR:0.4069, ice0003_2 +2023-05-20 05:44:19,433 - ice0003_2 - [INFO] - [E:211| 300]: Train Loss:0.0017105, Val MRR:0.4069, ice0003_2 +2023-05-20 05:46:01,278 - ice0003_2 - [INFO] - [E:211| 400]: Train Loss:0.001711, Val MRR:0.4069, ice0003_2 +2023-05-20 05:47:33,542 - ice0003_2 - [INFO] - [E:211| 500]: Train Loss:0.0017122, Val MRR:0.4069, ice0003_2 +2023-05-20 05:49:16,322 - ice0003_2 - [INFO] - [E:211| 600]: Train Loss:0.0017126, Val MRR:0.4069, ice0003_2 +2023-05-20 05:50:59,326 - ice0003_2 - [INFO] - [E:211| 700]: Train Loss:0.0017135, Val MRR:0.4069, ice0003_2 +2023-05-20 05:52:42,506 - ice0003_2 - [INFO] - [E:211| 800]: Train Loss:0.0017139, Val MRR:0.4069, ice0003_2 +2023-05-20 05:54:24,481 - ice0003_2 - [INFO] - [E:211| 900]: Train Loss:0.0017147, Val MRR:0.4069, ice0003_2 +2023-05-20 05:55:34,377 - ice0003_2 - [INFO] - [Epoch:211]: Training Loss:0.001715 + +2023-05-20 05:55:34,595 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 05:55:48,462 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 05:56:11,422 - ice0003_2 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.42962, Head : 0.38301, Avg : 0.40632 + +2023-05-20 05:56:11,422 - ice0003_2 - [INFO] - [Epoch 211]: Training Loss: 0.0017146, Valid MRR: 0.4069, + + + +2023-05-20 05:56:12,618 - ice0003_2 - [INFO] - [E:212| 0]: Train Loss:0.0016747, Val MRR:0.4069, ice0003_2 +2023-05-20 05:57:55,743 - ice0003_2 - [INFO] - [E:212| 100]: Train Loss:0.0017061, Val MRR:0.4069, ice0003_2 +2023-05-20 05:59:38,532 - ice0003_2 - [INFO] - [E:212| 200]: Train Loss:0.0017076, Val MRR:0.4069, ice0003_2 +2023-05-20 06:01:20,739 - ice0003_2 - [INFO] - [E:212| 300]: Train Loss:0.0017084, Val MRR:0.4069, ice0003_2 +2023-05-20 06:03:03,087 - ice0003_2 - [INFO] - [E:212| 400]: Train Loss:0.0017094, Val MRR:0.4069, ice0003_2 +2023-05-20 06:04:41,896 - ice0003_2 - [INFO] - [E:212| 500]: Train Loss:0.00171, Val MRR:0.4069, ice0003_2 +2023-05-20 06:06:21,735 - ice0003_2 - [INFO] - [E:212| 600]: Train Loss:0.0017109, Val MRR:0.4069, ice0003_2 +2023-05-20 06:08:04,603 - ice0003_2 - [INFO] - [E:212| 700]: Train Loss:0.0017113, Val MRR:0.4069, ice0003_2 +2023-05-20 06:09:46,709 - ice0003_2 - [INFO] - [E:212| 800]: Train Loss:0.0017126, Val MRR:0.4069, ice0003_2 +2023-05-20 06:11:29,904 - ice0003_2 - [INFO] - [E:212| 900]: Train Loss:0.0017134, Val MRR:0.4069, ice0003_2 +2023-05-20 06:12:42,607 - ice0003_2 - [INFO] - [Epoch:212]: Training Loss:0.001714 + +2023-05-20 06:12:43,029 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 06:13:06,129 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 06:13:20,907 - ice0003_2 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.42682, Head : 0.38291, Avg : 0.40487 + +2023-05-20 06:13:20,907 - ice0003_2 - [INFO] - [Epoch 212]: Training Loss: 0.001714, Valid MRR: 0.4069, + + + +2023-05-20 06:13:21,558 - ice0003_2 - [INFO] - [E:213| 0]: Train Loss:0.001696, Val MRR:0.4069, ice0003_2 +2023-05-20 06:15:01,250 - ice0003_2 - [INFO] - [E:213| 100]: Train Loss:0.0017058, Val MRR:0.4069, ice0003_2 +2023-05-20 06:16:43,362 - ice0003_2 - [INFO] - [E:213| 200]: Train Loss:0.0017081, Val MRR:0.4069, ice0003_2 +2023-05-20 06:18:25,107 - ice0003_2 - [INFO] - [E:213| 300]: Train Loss:0.0017091, Val MRR:0.4069, ice0003_2 +2023-05-20 06:20:06,730 - ice0003_2 - [INFO] - [E:213| 400]: Train Loss:0.0017098, Val MRR:0.4069, ice0003_2 +2023-05-20 06:21:48,286 - ice0003_2 - [INFO] - [E:213| 500]: Train Loss:0.0017109, Val MRR:0.4069, ice0003_2 +2023-05-20 06:23:19,653 - ice0003_2 - [INFO] - [E:213| 600]: Train Loss:0.0017117, Val MRR:0.4069, ice0003_2 +2023-05-20 06:25:01,310 - ice0003_2 - [INFO] - [E:213| 700]: Train Loss:0.0017123, Val MRR:0.4069, ice0003_2 +2023-05-20 06:26:44,168 - ice0003_2 - [INFO] - [E:213| 800]: Train Loss:0.0017124, Val MRR:0.4069, ice0003_2 +2023-05-20 06:28:26,360 - ice0003_2 - [INFO] - [E:213| 900]: Train Loss:0.0017133, Val MRR:0.4069, ice0003_2 +2023-05-20 06:29:38,600 - ice0003_2 - [INFO] - [Epoch:213]: Training Loss:0.001713 + +2023-05-20 06:29:39,117 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 06:30:02,136 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 06:30:25,035 - ice0003_2 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.4288, Head : 0.38353, Avg : 0.40617 + +2023-05-20 06:30:25,036 - ice0003_2 - [INFO] - [Epoch 213]: Training Loss: 0.0017134, Valid MRR: 0.4069, + + + +2023-05-20 06:30:26,129 - ice0003_2 - [INFO] - [E:214| 0]: Train Loss:0.0017201, Val MRR:0.4069, ice0003_2 +2023-05-20 06:31:58,728 - ice0003_2 - [INFO] - [E:214| 100]: Train Loss:0.0017078, Val MRR:0.4069, ice0003_2 +2023-05-20 06:33:41,649 - ice0003_2 - [INFO] - [E:214| 200]: Train Loss:0.0017071, Val MRR:0.4069, ice0003_2 +2023-05-20 06:35:23,559 - ice0003_2 - [INFO] - [E:214| 300]: Train Loss:0.0017084, Val MRR:0.4069, ice0003_2 +2023-05-20 06:37:06,000 - ice0003_2 - [INFO] - [E:214| 400]: Train Loss:0.0017088, Val MRR:0.4069, ice0003_2 +2023-05-20 06:38:48,088 - ice0003_2 - [INFO] - [E:214| 500]: Train Loss:0.0017093, Val MRR:0.4069, ice0003_2 +2023-05-20 06:40:21,336 - ice0003_2 - [INFO] - [E:214| 600]: Train Loss:0.0017106, Val MRR:0.4069, ice0003_2 +2023-05-20 06:42:03,766 - ice0003_2 - [INFO] - [E:214| 700]: Train Loss:0.0017106, Val MRR:0.4069, ice0003_2 +2023-05-20 06:43:47,609 - ice0003_2 - [INFO] - [E:214| 800]: Train Loss:0.0017113, Val MRR:0.4069, ice0003_2 +2023-05-20 06:45:30,610 - ice0003_2 - [INFO] - [E:214| 900]: Train Loss:0.0017122, Val MRR:0.4069, ice0003_2 +2023-05-20 06:46:42,952 - ice0003_2 - [INFO] - [Epoch:214]: Training Loss:0.001713 + +2023-05-20 06:46:43,466 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 06:47:06,587 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 06:47:29,782 - ice0003_2 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.43073, Head : 0.38244, Avg : 0.40659 + +2023-05-20 06:47:29,782 - ice0003_2 - [INFO] - [Epoch 214]: Training Loss: 0.0017127, Valid MRR: 0.4069, + + + +2023-05-20 06:47:31,011 - ice0003_2 - [INFO] - [E:215| 0]: Train Loss:0.0016915, Val MRR:0.4069, ice0003_2 +2023-05-20 06:49:03,805 - ice0003_2 - [INFO] - [E:215| 100]: Train Loss:0.0017041, Val MRR:0.4069, ice0003_2 +2023-05-20 06:50:45,743 - ice0003_2 - [INFO] - [E:215| 200]: Train Loss:0.001704, Val MRR:0.4069, ice0003_2 +2023-05-20 06:52:29,332 - ice0003_2 - [INFO] - [E:215| 300]: Train Loss:0.0017071, Val MRR:0.4069, ice0003_2 +2023-05-20 06:54:11,559 - ice0003_2 - [INFO] - [E:215| 400]: Train Loss:0.0017085, Val MRR:0.4069, ice0003_2 +2023-05-20 06:55:55,039 - ice0003_2 - [INFO] - [E:215| 500]: Train Loss:0.0017085, Val MRR:0.4069, ice0003_2 +2023-05-20 06:57:28,143 - ice0003_2 - [INFO] - [E:215| 600]: Train Loss:0.0017086, Val MRR:0.4069, ice0003_2 +2023-05-20 06:59:10,405 - ice0003_2 - [INFO] - [E:215| 700]: Train Loss:0.0017095, Val MRR:0.4069, ice0003_2 +2023-05-20 07:00:52,856 - ice0003_2 - [INFO] - [E:215| 800]: Train Loss:0.0017101, Val MRR:0.4069, ice0003_2 +2023-05-20 07:02:35,199 - ice0003_2 - [INFO] - [E:215| 900]: Train Loss:0.001711, Val MRR:0.4069, ice0003_2 +2023-05-20 07:03:47,040 - ice0003_2 - [INFO] - [Epoch:215]: Training Loss:0.001712 + +2023-05-20 07:03:47,417 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 07:04:10,688 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 07:04:33,499 - ice0003_2 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.42941, Head : 0.38365, Avg : 0.40653 + +2023-05-20 07:04:33,500 - ice0003_2 - [INFO] - [Epoch 215]: Training Loss: 0.0017116, Valid MRR: 0.4069, + + + +2023-05-20 07:04:34,363 - ice0003_2 - [INFO] - [E:216| 0]: Train Loss:0.0017104, Val MRR:0.4069, ice0003_2 +2023-05-20 07:06:06,262 - ice0003_2 - [INFO] - [E:216| 100]: Train Loss:0.0017011, Val MRR:0.4069, ice0003_2 +2023-05-20 07:07:47,288 - ice0003_2 - [INFO] - [E:216| 200]: Train Loss:0.0017048, Val MRR:0.4069, ice0003_2 +2023-05-20 07:09:30,071 - ice0003_2 - [INFO] - [E:216| 300]: Train Loss:0.0017064, Val MRR:0.4069, ice0003_2 +2023-05-20 07:11:13,244 - ice0003_2 - [INFO] - [E:216| 400]: Train Loss:0.0017075, Val MRR:0.4069, ice0003_2 +2023-05-20 07:12:56,524 - ice0003_2 - [INFO] - [E:216| 500]: Train Loss:0.0017078, Val MRR:0.4069, ice0003_2 +2023-05-20 07:14:29,112 - ice0003_2 - [INFO] - [E:216| 600]: Train Loss:0.0017083, Val MRR:0.4069, ice0003_2 +2023-05-20 07:16:12,619 - ice0003_2 - [INFO] - [E:216| 700]: Train Loss:0.0017086, Val MRR:0.4069, ice0003_2 +2023-05-20 07:17:55,711 - ice0003_2 - [INFO] - [E:216| 800]: Train Loss:0.0017095, Val MRR:0.4069, ice0003_2 +2023-05-20 07:19:38,314 - ice0003_2 - [INFO] - [E:216| 900]: Train Loss:0.0017105, Val MRR:0.4069, ice0003_2 +2023-05-20 07:20:50,060 - ice0003_2 - [INFO] - [Epoch:216]: Training Loss:0.001711 + +2023-05-20 07:20:50,521 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 07:21:13,643 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 07:21:36,486 - ice0003_2 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.42886, Head : 0.3838, Avg : 0.40633 + +2023-05-20 07:21:36,486 - ice0003_2 - [INFO] - [Epoch 216]: Training Loss: 0.0017109, Valid MRR: 0.4069, + + + +2023-05-20 07:21:37,672 - ice0003_2 - [INFO] - [E:217| 0]: Train Loss:0.0017129, Val MRR:0.4069, ice0003_2 +2023-05-20 07:23:08,978 - ice0003_2 - [INFO] - [E:217| 100]: Train Loss:0.0017046, Val MRR:0.4069, ice0003_2 +2023-05-20 07:24:52,077 - ice0003_2 - [INFO] - [E:217| 200]: Train Loss:0.0017046, Val MRR:0.4069, ice0003_2 +2023-05-20 07:26:34,625 - ice0003_2 - [INFO] - [E:217| 300]: Train Loss:0.0017063, Val MRR:0.4069, ice0003_2 +2023-05-20 07:28:16,710 - ice0003_2 - [INFO] - [E:217| 400]: Train Loss:0.001707, Val MRR:0.4069, ice0003_2 +2023-05-20 07:29:58,827 - ice0003_2 - [INFO] - [E:217| 500]: Train Loss:0.0017079, Val MRR:0.4069, ice0003_2 +2023-05-20 07:31:39,171 - ice0003_2 - [INFO] - [E:217| 600]: Train Loss:0.0017086, Val MRR:0.4069, ice0003_2 +2023-05-20 07:33:14,567 - ice0003_2 - [INFO] - [E:217| 700]: Train Loss:0.0017094, Val MRR:0.4069, ice0003_2 +2023-05-20 07:34:56,997 - ice0003_2 - [INFO] - [E:217| 800]: Train Loss:0.0017101, Val MRR:0.4069, ice0003_2 +2023-05-20 07:36:38,886 - ice0003_2 - [INFO] - [E:217| 900]: Train Loss:0.0017104, Val MRR:0.4069, ice0003_2 +2023-05-20 07:37:50,490 - ice0003_2 - [INFO] - [Epoch:217]: Training Loss:0.00171 + +2023-05-20 07:37:51,008 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 07:38:14,113 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 07:38:37,179 - ice0003_2 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.42813, Head : 0.3843, Avg : 0.40621 + +2023-05-20 07:38:37,179 - ice0003_2 - [INFO] - [Epoch 217]: Training Loss: 0.0017105, Valid MRR: 0.4069, + + + +2023-05-20 07:38:38,340 - ice0003_2 - [INFO] - [E:218| 0]: Train Loss:0.0017255, Val MRR:0.4069, ice0003_2 +2023-05-20 07:40:17,116 - ice0003_2 - [INFO] - [E:218| 100]: Train Loss:0.0017047, Val MRR:0.4069, ice0003_2 +2023-05-20 07:41:55,028 - ice0003_2 - [INFO] - [E:218| 200]: Train Loss:0.001706, Val MRR:0.4069, ice0003_2 +2023-05-20 07:43:37,889 - ice0003_2 - [INFO] - [E:218| 300]: Train Loss:0.0017067, Val MRR:0.4069, ice0003_2 +2023-05-20 07:45:21,451 - ice0003_2 - [INFO] - [E:218| 400]: Train Loss:0.0017067, Val MRR:0.4069, ice0003_2 +2023-05-20 07:47:04,808 - ice0003_2 - [INFO] - [E:218| 500]: Train Loss:0.0017073, Val MRR:0.4069, ice0003_2 +2023-05-20 07:48:48,316 - ice0003_2 - [INFO] - [E:218| 600]: Train Loss:0.0017083, Val MRR:0.4069, ice0003_2 +2023-05-20 07:50:20,341 - ice0003_2 - [INFO] - [E:218| 700]: Train Loss:0.0017087, Val MRR:0.4069, ice0003_2 +2023-05-20 07:52:02,370 - ice0003_2 - [INFO] - [E:218| 800]: Train Loss:0.001709, Val MRR:0.4069, ice0003_2 +2023-05-20 07:53:44,113 - ice0003_2 - [INFO] - [E:218| 900]: Train Loss:0.0017093, Val MRR:0.4069, ice0003_2 +2023-05-20 07:54:56,230 - ice0003_2 - [INFO] - [Epoch:218]: Training Loss:0.001709 + +2023-05-20 07:54:56,752 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 07:55:19,899 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 07:55:43,142 - ice0003_2 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.43011, Head : 0.38348, Avg : 0.40679 + +2023-05-20 07:55:43,142 - ice0003_2 - [INFO] - [Epoch 218]: Training Loss: 0.0017095, Valid MRR: 0.4069, + + + +2023-05-20 07:55:44,359 - ice0003_2 - [INFO] - [E:219| 0]: Train Loss:0.0016521, Val MRR:0.4069, ice0003_2 +2023-05-20 07:57:27,775 - ice0003_2 - [INFO] - [E:219| 100]: Train Loss:0.0017028, Val MRR:0.4069, ice0003_2 +2023-05-20 07:59:00,984 - ice0003_2 - [INFO] - [E:219| 200]: Train Loss:0.0017059, Val MRR:0.4069, ice0003_2 +2023-05-20 08:00:43,975 - ice0003_2 - [INFO] - [E:219| 300]: Train Loss:0.0017051, Val MRR:0.4069, ice0003_2 +2023-05-20 08:02:25,800 - ice0003_2 - [INFO] - [E:219| 400]: Train Loss:0.001706, Val MRR:0.4069, ice0003_2 +2023-05-20 08:04:08,155 - ice0003_2 - [INFO] - [E:219| 500]: Train Loss:0.0017073, Val MRR:0.4069, ice0003_2 +2023-05-20 08:05:50,173 - ice0003_2 - [INFO] - [E:219| 600]: Train Loss:0.0017078, Val MRR:0.4069, ice0003_2 +2023-05-20 08:07:23,183 - ice0003_2 - [INFO] - [E:219| 700]: Train Loss:0.0017079, Val MRR:0.4069, ice0003_2 +2023-05-20 08:09:06,094 - ice0003_2 - [INFO] - [E:219| 800]: Train Loss:0.0017084, Val MRR:0.4069, ice0003_2 +2023-05-20 08:10:48,823 - ice0003_2 - [INFO] - [E:219| 900]: Train Loss:0.0017087, Val MRR:0.4069, ice0003_2 +2023-05-20 08:12:01,289 - ice0003_2 - [INFO] - [Epoch:219]: Training Loss:0.001709 + +2023-05-20 08:12:01,793 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 08:12:24,955 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 08:12:47,944 - ice0003_2 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.42814, Head : 0.38241, Avg : 0.40527 + MR: Tail : 425.14, Head : 452.1, Avg : 438.62 + Hit-1: Tail : 0.32103, Head : 0.27892, Avg : 0.29998 + Hit-3: Tail : 0.48513, Head : 0.42894, Avg : 0.45703 + Hit-10: Tail : 0.63175, Head : 0.58866, Avg : 0.61021 +2023-05-20 08:12:47,945 - ice0003_2 - [INFO] - [Epoch 219]: Training Loss: 0.0017088, Valid MRR: 0.4069, + + + +2023-05-20 08:12:49,148 - ice0003_2 - [INFO] - [E:220| 0]: Train Loss:0.0017159, Val MRR:0.4069, ice0003_2 +2023-05-20 08:14:32,370 - ice0003_2 - [INFO] - [E:220| 100]: Train Loss:0.001699, Val MRR:0.4069, ice0003_2 +2023-05-20 08:16:05,550 - ice0003_2 - [INFO] - [E:220| 200]: Train Loss:0.0016999, Val MRR:0.4069, ice0003_2 +2023-05-20 08:17:48,596 - ice0003_2 - [INFO] - [E:220| 300]: Train Loss:0.0017018, Val MRR:0.4069, ice0003_2 +2023-05-20 08:19:30,433 - ice0003_2 - [INFO] - [E:220| 400]: Train Loss:0.0017029, Val MRR:0.4069, ice0003_2 +2023-05-20 08:21:12,092 - ice0003_2 - [INFO] - [E:220| 500]: Train Loss:0.0017041, Val MRR:0.4069, ice0003_2 +2023-05-20 08:22:54,473 - ice0003_2 - [INFO] - [E:220| 600]: Train Loss:0.0017047, Val MRR:0.4069, ice0003_2 +2023-05-20 08:24:26,519 - ice0003_2 - [INFO] - [E:220| 700]: Train Loss:0.0017056, Val MRR:0.4069, ice0003_2 +2023-05-20 08:26:09,349 - ice0003_2 - [INFO] - [E:220| 800]: Train Loss:0.0017064, Val MRR:0.4069, ice0003_2 +2023-05-20 08:27:51,867 - ice0003_2 - [INFO] - [E:220| 900]: Train Loss:0.0017072, Val MRR:0.4069, ice0003_2 +2023-05-20 08:29:06,377 - ice0003_2 - [INFO] - [Epoch:220]: Training Loss:0.001708 + +2023-05-20 08:29:06,722 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 08:29:30,655 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 08:29:53,396 - ice0003_2 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.42673, Head : 0.38309, Avg : 0.40491 + +2023-05-20 08:29:53,397 - ice0003_2 - [INFO] - [Epoch 220]: Training Loss: 0.0017078, Valid MRR: 0.4069, + + + +2023-05-20 08:29:54,585 - ice0003_2 - [INFO] - [E:221| 0]: Train Loss:0.0016892, Val MRR:0.4069, ice0003_2 +2023-05-20 08:31:36,783 - ice0003_2 - [INFO] - [E:221| 100]: Train Loss:0.0017016, Val MRR:0.4069, ice0003_2 +2023-05-20 08:33:08,820 - ice0003_2 - [INFO] - [E:221| 200]: Train Loss:0.0017008, Val MRR:0.4069, ice0003_2 +2023-05-20 08:34:51,188 - ice0003_2 - [INFO] - [E:221| 300]: Train Loss:0.0017013, Val MRR:0.4069, ice0003_2 +2023-05-20 08:36:33,972 - ice0003_2 - [INFO] - [E:221| 400]: Train Loss:0.0017027, Val MRR:0.4069, ice0003_2 +2023-05-20 08:38:17,050 - ice0003_2 - [INFO] - [E:221| 500]: Train Loss:0.0017032, Val MRR:0.4069, ice0003_2 +2023-05-20 08:40:00,672 - ice0003_2 - [INFO] - [E:221| 600]: Train Loss:0.0017035, Val MRR:0.4069, ice0003_2 +2023-05-20 08:41:39,312 - ice0003_2 - [INFO] - [E:221| 700]: Train Loss:0.0017043, Val MRR:0.4069, ice0003_2 +2023-05-20 08:43:16,457 - ice0003_2 - [INFO] - [E:221| 800]: Train Loss:0.0017054, Val MRR:0.4069, ice0003_2 +2023-05-20 08:44:58,753 - ice0003_2 - [INFO] - [E:221| 900]: Train Loss:0.0017062, Val MRR:0.4069, ice0003_2 +2023-05-20 08:46:10,841 - ice0003_2 - [INFO] - [Epoch:221]: Training Loss:0.001707 + +2023-05-20 08:46:11,177 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 08:46:34,716 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 08:46:57,791 - ice0003_2 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.42847, Head : 0.38353, Avg : 0.406 + +2023-05-20 08:46:57,791 - ice0003_2 - [INFO] - [Epoch 221]: Training Loss: 0.0017067, Valid MRR: 0.4069, + + + +2023-05-20 08:46:59,008 - ice0003_2 - [INFO] - [E:222| 0]: Train Loss:0.0017128, Val MRR:0.4069, ice0003_2 +2023-05-20 08:48:40,130 - ice0003_2 - [INFO] - [E:222| 100]: Train Loss:0.0017009, Val MRR:0.4069, ice0003_2 +2023-05-20 08:50:17,442 - ice0003_2 - [INFO] - [E:222| 200]: Train Loss:0.0017028, Val MRR:0.4069, ice0003_2 +2023-05-20 08:51:55,943 - ice0003_2 - [INFO] - [E:222| 300]: Train Loss:0.0017032, Val MRR:0.4069, ice0003_2 +2023-05-20 08:53:38,783 - ice0003_2 - [INFO] - [E:222| 400]: Train Loss:0.0017035, Val MRR:0.4069, ice0003_2 +2023-05-20 08:55:21,511 - ice0003_2 - [INFO] - [E:222| 500]: Train Loss:0.001704, Val MRR:0.4069, ice0003_2 +2023-05-20 08:57:04,190 - ice0003_2 - [INFO] - [E:222| 600]: Train Loss:0.0017042, Val MRR:0.4069, ice0003_2 +2023-05-20 08:58:47,202 - ice0003_2 - [INFO] - [E:222| 700]: Train Loss:0.0017049, Val MRR:0.4069, ice0003_2 +2023-05-20 09:00:19,831 - ice0003_2 - [INFO] - [E:222| 800]: Train Loss:0.0017053, Val MRR:0.4069, ice0003_2 +2023-05-20 09:02:02,402 - ice0003_2 - [INFO] - [E:222| 900]: Train Loss:0.0017057, Val MRR:0.4069, ice0003_2 +2023-05-20 09:03:13,946 - ice0003_2 - [INFO] - [Epoch:222]: Training Loss:0.001706 + +2023-05-20 09:03:14,458 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 09:03:37,412 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 09:04:00,365 - ice0003_2 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.43104, Head : 0.38409, Avg : 0.40757 + +2023-05-20 09:04:01,859 - ice0003_2 - [INFO] - [Epoch 222]: Training Loss: 0.0017057, Valid MRR: 0.40757, + + + +2023-05-20 09:04:03,067 - ice0003_2 - [INFO] - [E:223| 0]: Train Loss:0.0017109, Val MRR:0.40757, ice0003_2 +2023-05-20 09:05:44,734 - ice0003_2 - [INFO] - [E:223| 100]: Train Loss:0.0016983, Val MRR:0.40757, ice0003_2 +2023-05-20 09:07:26,954 - ice0003_2 - [INFO] - [E:223| 200]: Train Loss:0.0016976, Val MRR:0.40757, ice0003_2 +2023-05-20 09:08:59,530 - ice0003_2 - [INFO] - [E:223| 300]: Train Loss:0.0017004, Val MRR:0.40757, ice0003_2 +2023-05-20 09:10:42,607 - ice0003_2 - [INFO] - [E:223| 400]: Train Loss:0.0017013, Val MRR:0.40757, ice0003_2 +2023-05-20 09:12:25,497 - ice0003_2 - [INFO] - [E:223| 500]: Train Loss:0.0017019, Val MRR:0.40757, ice0003_2 +2023-05-20 09:14:07,706 - ice0003_2 - [INFO] - [E:223| 600]: Train Loss:0.0017024, Val MRR:0.40757, ice0003_2 +2023-05-20 09:15:50,630 - ice0003_2 - [INFO] - [E:223| 700]: Train Loss:0.0017032, Val MRR:0.40757, ice0003_2 +2023-05-20 09:17:25,235 - ice0003_2 - [INFO] - [E:223| 800]: Train Loss:0.0017041, Val MRR:0.40757, ice0003_2 +2023-05-20 09:19:08,803 - ice0003_2 - [INFO] - [E:223| 900]: Train Loss:0.0017047, Val MRR:0.40757, ice0003_2 +2023-05-20 09:20:21,899 - ice0003_2 - [INFO] - [Epoch:223]: Training Loss:0.001705 + +2023-05-20 09:20:22,301 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 09:20:45,370 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 09:21:08,554 - ice0003_2 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.43033, Head : 0.38466, Avg : 0.4075 + +2023-05-20 09:21:08,554 - ice0003_2 - [INFO] - [Epoch 223]: Training Loss: 0.0017051, Valid MRR: 0.40757, + + + +2023-05-20 09:21:09,766 - ice0003_2 - [INFO] - [E:224| 0]: Train Loss:0.0017052, Val MRR:0.40757, ice0003_2 +2023-05-20 09:22:52,427 - ice0003_2 - [INFO] - [E:224| 100]: Train Loss:0.0016998, Val MRR:0.40757, ice0003_2 +2023-05-20 09:24:35,668 - ice0003_2 - [INFO] - [E:224| 200]: Train Loss:0.0017011, Val MRR:0.40757, ice0003_2 +2023-05-20 09:26:08,800 - ice0003_2 - [INFO] - [E:224| 300]: Train Loss:0.0017014, Val MRR:0.40757, ice0003_2 +2023-05-20 09:27:52,137 - ice0003_2 - [INFO] - [E:224| 400]: Train Loss:0.0017015, Val MRR:0.40757, ice0003_2 +2023-05-20 09:29:35,150 - ice0003_2 - [INFO] - [E:224| 500]: Train Loss:0.0017026, Val MRR:0.40757, ice0003_2 +2023-05-20 09:31:17,284 - ice0003_2 - [INFO] - [E:224| 600]: Train Loss:0.0017033, Val MRR:0.40757, ice0003_2 +2023-05-20 09:32:58,763 - ice0003_2 - [INFO] - [E:224| 700]: Train Loss:0.0017031, Val MRR:0.40757, ice0003_2 +2023-05-20 09:34:31,394 - ice0003_2 - [INFO] - [E:224| 800]: Train Loss:0.0017039, Val MRR:0.40757, ice0003_2 +2023-05-20 09:36:13,623 - ice0003_2 - [INFO] - [E:224| 900]: Train Loss:0.0017044, Val MRR:0.40757, ice0003_2 +2023-05-20 09:37:25,772 - ice0003_2 - [INFO] - [Epoch:224]: Training Loss:0.001705 + +2023-05-20 09:37:26,275 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 09:37:49,290 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 09:38:12,209 - ice0003_2 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.4295, Head : 0.38537, Avg : 0.40743 + +2023-05-20 09:38:12,209 - ice0003_2 - [INFO] - [Epoch 224]: Training Loss: 0.0017051, Valid MRR: 0.40757, + + + +2023-05-20 09:38:13,412 - ice0003_2 - [INFO] - [E:225| 0]: Train Loss:0.0017022, Val MRR:0.40757, ice0003_2 +2023-05-20 09:39:55,594 - ice0003_2 - [INFO] - [E:225| 100]: Train Loss:0.0016978, Val MRR:0.40757, ice0003_2 +2023-05-20 09:41:37,695 - ice0003_2 - [INFO] - [E:225| 200]: Train Loss:0.001698, Val MRR:0.40757, ice0003_2 +2023-05-20 09:43:09,931 - ice0003_2 - [INFO] - [E:225| 300]: Train Loss:0.0016995, Val MRR:0.40757, ice0003_2 +2023-05-20 09:44:52,874 - ice0003_2 - [INFO] - [E:225| 400]: Train Loss:0.0017002, Val MRR:0.40757, ice0003_2 +2023-05-20 09:46:34,691 - ice0003_2 - [INFO] - [E:225| 500]: Train Loss:0.0017001, Val MRR:0.40757, ice0003_2 +2023-05-20 09:48:17,482 - ice0003_2 - [INFO] - [E:225| 600]: Train Loss:0.001701, Val MRR:0.40757, ice0003_2 +2023-05-20 09:50:00,651 - ice0003_2 - [INFO] - [E:225| 700]: Train Loss:0.0017016, Val MRR:0.40757, ice0003_2 +2023-05-20 09:51:33,946 - ice0003_2 - [INFO] - [E:225| 800]: Train Loss:0.0017025, Val MRR:0.40757, ice0003_2 +2023-05-20 09:53:16,456 - ice0003_2 - [INFO] - [E:225| 900]: Train Loss:0.001703, Val MRR:0.40757, ice0003_2 +2023-05-20 09:54:28,326 - ice0003_2 - [INFO] - [Epoch:225]: Training Loss:0.001703 + +2023-05-20 09:54:28,799 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 09:54:51,772 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 09:55:14,755 - ice0003_2 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.43122, Head : 0.38413, Avg : 0.40767 + +2023-05-20 09:55:16,107 - ice0003_2 - [INFO] - [Epoch 225]: Training Loss: 0.0017033, Valid MRR: 0.40767, + + + +2023-05-20 09:55:17,062 - ice0003_2 - [INFO] - [E:226| 0]: Train Loss:0.0016864, Val MRR:0.40767, ice0003_2 +2023-05-20 09:56:59,585 - ice0003_2 - [INFO] - [E:226| 100]: Train Loss:0.0017018, Val MRR:0.40767, ice0003_2 +2023-05-20 09:58:41,897 - ice0003_2 - [INFO] - [E:226| 200]: Train Loss:0.0016991, Val MRR:0.40767, ice0003_2 +2023-05-20 10:00:13,622 - ice0003_2 - [INFO] - [E:226| 300]: Train Loss:0.0016998, Val MRR:0.40767, ice0003_2 +2023-05-20 10:01:55,258 - ice0003_2 - [INFO] - [E:226| 400]: Train Loss:0.0017003, Val MRR:0.40767, ice0003_2 +2023-05-20 10:03:37,878 - ice0003_2 - [INFO] - [E:226| 500]: Train Loss:0.0017011, Val MRR:0.40767, ice0003_2 +2023-05-20 10:05:24,024 - ice0003_2 - [INFO] - [E:226| 600]: Train Loss:0.0017012, Val MRR:0.40767, ice0003_2 +2023-05-20 10:07:06,498 - ice0003_2 - [INFO] - [E:226| 700]: Train Loss:0.0017014, Val MRR:0.40767, ice0003_2 +2023-05-20 10:08:48,948 - ice0003_2 - [INFO] - [E:226| 800]: Train Loss:0.0017017, Val MRR:0.40767, ice0003_2 +2023-05-20 10:10:21,953 - ice0003_2 - [INFO] - [E:226| 900]: Train Loss:0.001702, Val MRR:0.40767, ice0003_2 +2023-05-20 10:11:33,885 - ice0003_2 - [INFO] - [Epoch:226]: Training Loss:0.001703 + +2023-05-20 10:11:34,228 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 10:11:58,006 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 10:12:20,954 - ice0003_2 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.43169, Head : 0.38565, Avg : 0.40867 + +2023-05-20 10:12:23,081 - ice0003_2 - [INFO] - [Epoch 226]: Training Loss: 0.0017025, Valid MRR: 0.40867, + + + +2023-05-20 10:12:24,030 - ice0003_2 - [INFO] - [E:227| 0]: Train Loss:0.001735, Val MRR:0.40867, ice0003_2 +2023-05-20 10:14:05,641 - ice0003_2 - [INFO] - [E:227| 100]: Train Loss:0.0016915, Val MRR:0.40867, ice0003_2 +2023-05-20 10:15:46,772 - ice0003_2 - [INFO] - [E:227| 200]: Train Loss:0.0016952, Val MRR:0.40867, ice0003_2 +2023-05-20 10:17:28,389 - ice0003_2 - [INFO] - [E:227| 300]: Train Loss:0.0016977, Val MRR:0.40867, ice0003_2 +2023-05-20 10:19:01,555 - ice0003_2 - [INFO] - [E:227| 400]: Train Loss:0.0016984, Val MRR:0.40867, ice0003_2 +2023-05-20 10:20:44,221 - ice0003_2 - [INFO] - [E:227| 500]: Train Loss:0.0016993, Val MRR:0.40867, ice0003_2 +2023-05-20 10:22:26,745 - ice0003_2 - [INFO] - [E:227| 600]: Train Loss:0.001699, Val MRR:0.40867, ice0003_2 +2023-05-20 10:24:09,009 - ice0003_2 - [INFO] - [E:227| 700]: Train Loss:0.0016997, Val MRR:0.40867, ice0003_2 +2023-05-20 10:25:51,784 - ice0003_2 - [INFO] - [E:227| 800]: Train Loss:0.0016999, Val MRR:0.40867, ice0003_2 +2023-05-20 10:27:24,320 - ice0003_2 - [INFO] - [E:227| 900]: Train Loss:0.0017007, Val MRR:0.40867, ice0003_2 +2023-05-20 10:28:36,079 - ice0003_2 - [INFO] - [Epoch:227]: Training Loss:0.001701 + +2023-05-20 10:28:36,600 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 10:28:59,770 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 10:29:22,330 - ice0003_2 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.43121, Head : 0.3845, Avg : 0.40786 + +2023-05-20 10:29:22,330 - ice0003_2 - [INFO] - [Epoch 227]: Training Loss: 0.0017014, Valid MRR: 0.40867, + + + +2023-05-20 10:29:23,437 - ice0003_2 - [INFO] - [E:228| 0]: Train Loss:0.0016724, Val MRR:0.40867, ice0003_2 +2023-05-20 10:31:06,137 - ice0003_2 - [INFO] - [E:228| 100]: Train Loss:0.0016967, Val MRR:0.40867, ice0003_2 +2023-05-20 10:32:49,534 - ice0003_2 - [INFO] - [E:228| 200]: Train Loss:0.0016966, Val MRR:0.40867, ice0003_2 +2023-05-20 10:34:32,824 - ice0003_2 - [INFO] - [E:228| 300]: Train Loss:0.0016973, Val MRR:0.40867, ice0003_2 +2023-05-20 10:36:05,279 - ice0003_2 - [INFO] - [E:228| 400]: Train Loss:0.0016974, Val MRR:0.40867, ice0003_2 +2023-05-20 10:37:47,738 - ice0003_2 - [INFO] - [E:228| 500]: Train Loss:0.0016985, Val MRR:0.40867, ice0003_2 +2023-05-20 10:39:29,376 - ice0003_2 - [INFO] - [E:228| 600]: Train Loss:0.0016996, Val MRR:0.40867, ice0003_2 +2023-05-20 10:41:11,169 - ice0003_2 - [INFO] - [E:228| 700]: Train Loss:0.0016992, Val MRR:0.40867, ice0003_2 +2023-05-20 10:42:53,084 - ice0003_2 - [INFO] - [E:228| 800]: Train Loss:0.0017004, Val MRR:0.40867, ice0003_2 +2023-05-20 10:44:24,539 - ice0003_2 - [INFO] - [E:228| 900]: Train Loss:0.0017008, Val MRR:0.40867, ice0003_2 +2023-05-20 10:45:36,062 - ice0003_2 - [INFO] - [Epoch:228]: Training Loss:0.001701 + +2023-05-20 10:45:36,323 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 10:45:59,660 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 10:46:22,786 - ice0003_2 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.43059, Head : 0.38499, Avg : 0.40779 + +2023-05-20 10:46:22,786 - ice0003_2 - [INFO] - [Epoch 228]: Training Loss: 0.001701, Valid MRR: 0.40867, + + + +2023-05-20 10:46:23,626 - ice0003_2 - [INFO] - [E:229| 0]: Train Loss:0.0016927, Val MRR:0.40867, ice0003_2 +2023-05-20 10:48:06,611 - ice0003_2 - [INFO] - [E:229| 100]: Train Loss:0.0016967, Val MRR:0.40867, ice0003_2 +2023-05-20 10:49:48,574 - ice0003_2 - [INFO] - [E:229| 200]: Train Loss:0.0016957, Val MRR:0.40867, ice0003_2 +2023-05-20 10:51:30,794 - ice0003_2 - [INFO] - [E:229| 300]: Train Loss:0.0016966, Val MRR:0.40867, ice0003_2 +2023-05-20 10:53:02,953 - ice0003_2 - [INFO] - [E:229| 400]: Train Loss:0.0016965, Val MRR:0.40867, ice0003_2 +2023-05-20 10:54:48,111 - ice0003_2 - [INFO] - [E:229| 500]: Train Loss:0.0016976, Val MRR:0.40867, ice0003_2 +2023-05-20 10:56:30,668 - ice0003_2 - [INFO] - [E:229| 600]: Train Loss:0.0016979, Val MRR:0.40867, ice0003_2 +2023-05-20 10:58:13,079 - ice0003_2 - [INFO] - [E:229| 700]: Train Loss:0.0016985, Val MRR:0.40867, ice0003_2 +2023-05-20 10:59:54,989 - ice0003_2 - [INFO] - [E:229| 800]: Train Loss:0.0016987, Val MRR:0.40867, ice0003_2 +2023-05-20 11:01:26,686 - ice0003_2 - [INFO] - [E:229| 900]: Train Loss:0.0016993, Val MRR:0.40867, ice0003_2 +2023-05-20 11:02:39,326 - ice0003_2 - [INFO] - [Epoch:229]: Training Loss:0.0017 + +2023-05-20 11:02:39,749 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 11:03:03,171 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 11:03:26,486 - ice0003_2 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.42937, Head : 0.38486, Avg : 0.40712 + MR: Tail : 419.22, Head : 454.33, Avg : 436.78 + Hit-1: Tail : 0.32188, Head : 0.28037, Avg : 0.30113 + Hit-3: Tail : 0.48647, Head : 0.43246, Avg : 0.45946 + Hit-10: Tail : 0.63697, Head : 0.59376, Avg : 0.61537 +2023-05-20 11:03:26,487 - ice0003_2 - [INFO] - [Epoch 229]: Training Loss: 0.0016998, Valid MRR: 0.40867, + + + +2023-05-20 11:03:27,646 - ice0003_2 - [INFO] - [E:230| 0]: Train Loss:0.0017032, Val MRR:0.40867, ice0003_2 +2023-05-20 11:05:10,524 - ice0003_2 - [INFO] - [E:230| 100]: Train Loss:0.0016925, Val MRR:0.40867, ice0003_2 +2023-05-20 11:06:54,235 - ice0003_2 - [INFO] - [E:230| 200]: Train Loss:0.0016954, Val MRR:0.40867, ice0003_2 +2023-05-20 11:08:37,492 - ice0003_2 - [INFO] - [E:230| 300]: Train Loss:0.0016956, Val MRR:0.40867, ice0003_2 +2023-05-20 11:10:09,384 - ice0003_2 - [INFO] - [E:230| 400]: Train Loss:0.0016951, Val MRR:0.40867, ice0003_2 +2023-05-20 11:11:51,135 - ice0003_2 - [INFO] - [E:230| 500]: Train Loss:0.0016954, Val MRR:0.40867, ice0003_2 +2023-05-20 11:13:31,677 - ice0003_2 - [INFO] - [E:230| 600]: Train Loss:0.0016966, Val MRR:0.40867, ice0003_2 +2023-05-20 11:15:13,667 - ice0003_2 - [INFO] - [E:230| 700]: Train Loss:0.0016974, Val MRR:0.40867, ice0003_2 +2023-05-20 11:16:55,408 - ice0003_2 - [INFO] - [E:230| 800]: Train Loss:0.001698, Val MRR:0.40867, ice0003_2 +2023-05-20 11:18:33,048 - ice0003_2 - [INFO] - [E:230| 900]: Train Loss:0.0016986, Val MRR:0.40867, ice0003_2 +2023-05-20 11:19:39,554 - ice0003_2 - [INFO] - [Epoch:230]: Training Loss:0.001699 + +2023-05-20 11:19:39,900 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 11:20:03,267 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 11:20:26,141 - ice0003_2 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.43023, Head : 0.38454, Avg : 0.40739 + +2023-05-20 11:20:26,141 - ice0003_2 - [INFO] - [Epoch 230]: Training Loss: 0.001699, Valid MRR: 0.40867, + + + +2023-05-20 11:20:27,364 - ice0003_2 - [INFO] - [E:231| 0]: Train Loss:0.0017033, Val MRR:0.40867, ice0003_2 +2023-05-20 11:22:09,257 - ice0003_2 - [INFO] - [E:231| 100]: Train Loss:0.001688, Val MRR:0.40867, ice0003_2 +2023-05-20 11:23:51,210 - ice0003_2 - [INFO] - [E:231| 200]: Train Loss:0.001693, Val MRR:0.40867, ice0003_2 +2023-05-20 11:25:33,120 - ice0003_2 - [INFO] - [E:231| 300]: Train Loss:0.0016941, Val MRR:0.40867, ice0003_2 +2023-05-20 11:27:13,418 - ice0003_2 - [INFO] - [E:231| 400]: Train Loss:0.0016949, Val MRR:0.40867, ice0003_2 +2023-05-20 11:28:46,816 - ice0003_2 - [INFO] - [E:231| 500]: Train Loss:0.0016953, Val MRR:0.40867, ice0003_2 +2023-05-20 11:30:29,778 - ice0003_2 - [INFO] - [E:231| 600]: Train Loss:0.0016956, Val MRR:0.40867, ice0003_2 +2023-05-20 11:32:12,755 - ice0003_2 - [INFO] - [E:231| 700]: Train Loss:0.0016958, Val MRR:0.40867, ice0003_2 +2023-05-20 11:33:55,484 - ice0003_2 - [INFO] - [E:231| 800]: Train Loss:0.0016967, Val MRR:0.40867, ice0003_2 +2023-05-20 11:35:37,932 - ice0003_2 - [INFO] - [E:231| 900]: Train Loss:0.0016981, Val MRR:0.40867, ice0003_2 +2023-05-20 11:36:39,772 - ice0003_2 - [INFO] - [Epoch:231]: Training Loss:0.001698 + +2023-05-20 11:36:40,187 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 11:37:03,204 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 11:37:26,127 - ice0003_2 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.42978, Head : 0.3862, Avg : 0.40799 + +2023-05-20 11:37:26,127 - ice0003_2 - [INFO] - [Epoch 231]: Training Loss: 0.0016982, Valid MRR: 0.40867, + + + +2023-05-20 11:37:27,256 - ice0003_2 - [INFO] - [E:232| 0]: Train Loss:0.0016763, Val MRR:0.40867, ice0003_2 +2023-05-20 11:39:10,207 - ice0003_2 - [INFO] - [E:232| 100]: Train Loss:0.0016883, Val MRR:0.40867, ice0003_2 +2023-05-20 11:40:52,701 - ice0003_2 - [INFO] - [E:232| 200]: Train Loss:0.001689, Val MRR:0.40867, ice0003_2 +2023-05-20 11:42:36,691 - ice0003_2 - [INFO] - [E:232| 300]: Train Loss:0.0016905, Val MRR:0.40867, ice0003_2 +2023-05-20 11:44:19,508 - ice0003_2 - [INFO] - [E:232| 400]: Train Loss:0.0016912, Val MRR:0.40867, ice0003_2 +2023-05-20 11:45:52,390 - ice0003_2 - [INFO] - [E:232| 500]: Train Loss:0.0016923, Val MRR:0.40867, ice0003_2 +2023-05-20 11:47:35,478 - ice0003_2 - [INFO] - [E:232| 600]: Train Loss:0.0016934, Val MRR:0.40867, ice0003_2 +2023-05-20 11:49:18,460 - ice0003_2 - [INFO] - [E:232| 700]: Train Loss:0.0016945, Val MRR:0.40867, ice0003_2 +2023-05-20 11:51:01,463 - ice0003_2 - [INFO] - [E:232| 800]: Train Loss:0.0016953, Val MRR:0.40867, ice0003_2 +2023-05-20 11:52:44,840 - ice0003_2 - [INFO] - [E:232| 900]: Train Loss:0.0016963, Val MRR:0.40867, ice0003_2 +2023-05-20 11:53:50,117 - ice0003_2 - [INFO] - [Epoch:232]: Training Loss:0.001697 + +2023-05-20 11:53:50,340 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 11:54:09,966 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 11:54:33,045 - ice0003_2 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.4316, Head : 0.38517, Avg : 0.40839 + +2023-05-20 11:54:33,046 - ice0003_2 - [INFO] - [Epoch 232]: Training Loss: 0.001697, Valid MRR: 0.40867, + + + +2023-05-20 11:54:34,252 - ice0003_2 - [INFO] - [E:233| 0]: Train Loss:0.0016748, Val MRR:0.40867, ice0003_2 +2023-05-20 11:56:14,656 - ice0003_2 - [INFO] - [E:233| 100]: Train Loss:0.0016888, Val MRR:0.40867, ice0003_2 +2023-05-20 11:57:56,249 - ice0003_2 - [INFO] - [E:233| 200]: Train Loss:0.0016904, Val MRR:0.40867, ice0003_2 +2023-05-20 11:59:38,325 - ice0003_2 - [INFO] - [E:233| 300]: Train Loss:0.0016909, Val MRR:0.40867, ice0003_2 +2023-05-20 12:01:20,772 - ice0003_2 - [INFO] - [E:233| 400]: Train Loss:0.0016919, Val MRR:0.40867, ice0003_2 +2023-05-20 12:02:53,130 - ice0003_2 - [INFO] - [E:233| 500]: Train Loss:0.0016931, Val MRR:0.40867, ice0003_2 +2023-05-20 12:04:36,012 - ice0003_2 - [INFO] - [E:233| 600]: Train Loss:0.0016938, Val MRR:0.40867, ice0003_2 +2023-05-20 12:06:18,600 - ice0003_2 - [INFO] - [E:233| 700]: Train Loss:0.0016945, Val MRR:0.40867, ice0003_2 +2023-05-20 12:08:00,141 - ice0003_2 - [INFO] - [E:233| 800]: Train Loss:0.0016955, Val MRR:0.40867, ice0003_2 +2023-05-20 12:09:42,201 - ice0003_2 - [INFO] - [E:233| 900]: Train Loss:0.0016961, Val MRR:0.40867, ice0003_2 +2023-05-20 12:10:53,584 - ice0003_2 - [INFO] - [Epoch:233]: Training Loss:0.001697 + +2023-05-20 12:10:53,845 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 12:11:09,851 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 12:11:28,249 - ice0003_2 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.42939, Head : 0.38413, Avg : 0.40676 + +2023-05-20 12:11:28,249 - ice0003_2 - [INFO] - [Epoch 233]: Training Loss: 0.0016966, Valid MRR: 0.40867, + + + +2023-05-20 12:11:29,462 - ice0003_2 - [INFO] - [E:234| 0]: Train Loss:0.0016819, Val MRR:0.40867, ice0003_2 +2023-05-20 12:13:11,498 - ice0003_2 - [INFO] - [E:234| 100]: Train Loss:0.0016929, Val MRR:0.40867, ice0003_2 +2023-05-20 12:14:54,021 - ice0003_2 - [INFO] - [E:234| 200]: Train Loss:0.0016914, Val MRR:0.40867, ice0003_2 +2023-05-20 12:16:36,761 - ice0003_2 - [INFO] - [E:234| 300]: Train Loss:0.0016916, Val MRR:0.40867, ice0003_2 +2023-05-20 12:18:18,894 - ice0003_2 - [INFO] - [E:234| 400]: Train Loss:0.0016929, Val MRR:0.40867, ice0003_2 +2023-05-20 12:19:54,108 - ice0003_2 - [INFO] - [E:234| 500]: Train Loss:0.001693, Val MRR:0.40867, ice0003_2 +2023-05-20 12:21:34,192 - ice0003_2 - [INFO] - [E:234| 600]: Train Loss:0.0016936, Val MRR:0.40867, ice0003_2 +2023-05-20 12:23:17,262 - ice0003_2 - [INFO] - [E:234| 700]: Train Loss:0.0016943, Val MRR:0.40867, ice0003_2 +2023-05-20 12:24:59,489 - ice0003_2 - [INFO] - [E:234| 800]: Train Loss:0.0016949, Val MRR:0.40867, ice0003_2 +2023-05-20 12:26:40,605 - ice0003_2 - [INFO] - [E:234| 900]: Train Loss:0.0016958, Val MRR:0.40867, ice0003_2 +2023-05-20 12:27:52,677 - ice0003_2 - [INFO] - [Epoch:234]: Training Loss:0.001696 + +2023-05-20 12:27:53,003 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 12:28:16,607 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 12:28:30,642 - ice0003_2 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.43065, Head : 0.38761, Avg : 0.40913 + +2023-05-20 12:28:31,967 - ice0003_2 - [INFO] - [Epoch 234]: Training Loss: 0.001696, Valid MRR: 0.40913, + + + +2023-05-20 12:28:32,618 - ice0003_2 - [INFO] - [E:235| 0]: Train Loss:0.0016924, Val MRR:0.40913, ice0003_2 +2023-05-20 12:30:16,074 - ice0003_2 - [INFO] - [E:235| 100]: Train Loss:0.0016931, Val MRR:0.40913, ice0003_2 +2023-05-20 12:31:59,233 - ice0003_2 - [INFO] - [E:235| 200]: Train Loss:0.0016906, Val MRR:0.40913, ice0003_2 +2023-05-20 12:33:42,238 - ice0003_2 - [INFO] - [E:235| 300]: Train Loss:0.0016901, Val MRR:0.40913, ice0003_2 +2023-05-20 12:35:25,213 - ice0003_2 - [INFO] - [E:235| 400]: Train Loss:0.0016911, Val MRR:0.40913, ice0003_2 +2023-05-20 12:37:08,326 - ice0003_2 - [INFO] - [E:235| 500]: Train Loss:0.0016925, Val MRR:0.40913, ice0003_2 +2023-05-20 12:38:40,453 - ice0003_2 - [INFO] - [E:235| 600]: Train Loss:0.0016926, Val MRR:0.40913, ice0003_2 +2023-05-20 12:40:21,577 - ice0003_2 - [INFO] - [E:235| 700]: Train Loss:0.0016936, Val MRR:0.40913, ice0003_2 +2023-05-20 12:42:04,849 - ice0003_2 - [INFO] - [E:235| 800]: Train Loss:0.0016937, Val MRR:0.40913, ice0003_2 +2023-05-20 12:43:48,118 - ice0003_2 - [INFO] - [E:235| 900]: Train Loss:0.0016946, Val MRR:0.40913, ice0003_2 +2023-05-20 12:45:01,124 - ice0003_2 - [INFO] - [Epoch:235]: Training Loss:0.001695 + +2023-05-20 12:45:01,474 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 12:45:25,355 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 12:45:48,613 - ice0003_2 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.43106, Head : 0.38512, Avg : 0.40809 + +2023-05-20 12:45:48,613 - ice0003_2 - [INFO] - [Epoch 235]: Training Loss: 0.0016948, Valid MRR: 0.40913, + + + +2023-05-20 12:45:49,282 - ice0003_2 - [INFO] - [E:236| 0]: Train Loss:0.0016827, Val MRR:0.40913, ice0003_2 +2023-05-20 12:47:22,912 - ice0003_2 - [INFO] - [E:236| 100]: Train Loss:0.0016876, Val MRR:0.40913, ice0003_2 +2023-05-20 12:49:05,798 - ice0003_2 - [INFO] - [E:236| 200]: Train Loss:0.0016878, Val MRR:0.40913, ice0003_2 +2023-05-20 12:50:49,038 - ice0003_2 - [INFO] - [E:236| 300]: Train Loss:0.0016894, Val MRR:0.40913, ice0003_2 +2023-05-20 12:52:31,859 - ice0003_2 - [INFO] - [E:236| 400]: Train Loss:0.0016893, Val MRR:0.40913, ice0003_2 +2023-05-20 12:54:13,040 - ice0003_2 - [INFO] - [E:236| 500]: Train Loss:0.0016905, Val MRR:0.40913, ice0003_2 +2023-05-20 12:55:46,021 - ice0003_2 - [INFO] - [E:236| 600]: Train Loss:0.0016913, Val MRR:0.40913, ice0003_2 +2023-05-20 12:57:29,106 - ice0003_2 - [INFO] - [E:236| 700]: Train Loss:0.001692, Val MRR:0.40913, ice0003_2 +2023-05-20 12:59:12,925 - ice0003_2 - [INFO] - [E:236| 800]: Train Loss:0.0016924, Val MRR:0.40913, ice0003_2 +2023-05-20 13:00:55,338 - ice0003_2 - [INFO] - [E:236| 900]: Train Loss:0.0016933, Val MRR:0.40913, ice0003_2 +2023-05-20 13:02:07,541 - ice0003_2 - [INFO] - [Epoch:236]: Training Loss:0.001694 + +2023-05-20 13:02:07,887 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 13:02:31,510 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 13:02:54,390 - ice0003_2 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.43043, Head : 0.38545, Avg : 0.40794 + +2023-05-20 13:02:54,390 - ice0003_2 - [INFO] - [Epoch 236]: Training Loss: 0.0016938, Valid MRR: 0.40913, + + + +2023-05-20 13:02:55,532 - ice0003_2 - [INFO] - [E:237| 0]: Train Loss:0.0017163, Val MRR:0.40913, ice0003_2 +2023-05-20 13:04:28,105 - ice0003_2 - [INFO] - [E:237| 100]: Train Loss:0.0016878, Val MRR:0.40913, ice0003_2 +2023-05-20 13:06:10,632 - ice0003_2 - [INFO] - [E:237| 200]: Train Loss:0.0016901, Val MRR:0.40913, ice0003_2 +2023-05-20 13:07:52,907 - ice0003_2 - [INFO] - [E:237| 300]: Train Loss:0.0016908, Val MRR:0.40913, ice0003_2 +2023-05-20 13:09:34,877 - ice0003_2 - [INFO] - [E:237| 400]: Train Loss:0.001691, Val MRR:0.40913, ice0003_2 +2023-05-20 13:11:16,950 - ice0003_2 - [INFO] - [E:237| 500]: Train Loss:0.0016907, Val MRR:0.40913, ice0003_2 +2023-05-20 13:12:49,460 - ice0003_2 - [INFO] - [E:237| 600]: Train Loss:0.0016911, Val MRR:0.40913, ice0003_2 +2023-05-20 13:14:31,865 - ice0003_2 - [INFO] - [E:237| 700]: Train Loss:0.0016917, Val MRR:0.40913, ice0003_2 +2023-05-20 13:16:13,863 - ice0003_2 - [INFO] - [E:237| 800]: Train Loss:0.0016924, Val MRR:0.40913, ice0003_2 +2023-05-20 13:17:55,916 - ice0003_2 - [INFO] - [E:237| 900]: Train Loss:0.0016925, Val MRR:0.40913, ice0003_2 +2023-05-20 13:19:10,288 - ice0003_2 - [INFO] - [Epoch:237]: Training Loss:0.001693 + +2023-05-20 13:19:10,550 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 13:19:33,841 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 13:19:56,889 - ice0003_2 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.43124, Head : 0.3868, Avg : 0.40902 + +2023-05-20 13:19:56,889 - ice0003_2 - [INFO] - [Epoch 237]: Training Loss: 0.0016929, Valid MRR: 0.40913, + + + +2023-05-20 13:19:57,891 - ice0003_2 - [INFO] - [E:238| 0]: Train Loss:0.0016809, Val MRR:0.40913, ice0003_2 +2023-05-20 13:21:30,260 - ice0003_2 - [INFO] - [E:238| 100]: Train Loss:0.0016861, Val MRR:0.40913, ice0003_2 +2023-05-20 13:23:11,657 - ice0003_2 - [INFO] - [E:238| 200]: Train Loss:0.0016879, Val MRR:0.40913, ice0003_2 +2023-05-20 13:24:54,805 - ice0003_2 - [INFO] - [E:238| 300]: Train Loss:0.001689, Val MRR:0.40913, ice0003_2 +2023-05-20 13:26:38,418 - ice0003_2 - [INFO] - [E:238| 400]: Train Loss:0.0016895, Val MRR:0.40913, ice0003_2 +2023-05-20 13:28:21,866 - ice0003_2 - [INFO] - [E:238| 500]: Train Loss:0.0016897, Val MRR:0.40913, ice0003_2 +2023-05-20 13:29:55,202 - ice0003_2 - [INFO] - [E:238| 600]: Train Loss:0.00169, Val MRR:0.40913, ice0003_2 +2023-05-20 13:31:37,186 - ice0003_2 - [INFO] - [E:238| 700]: Train Loss:0.0016903, Val MRR:0.40913, ice0003_2 +2023-05-20 13:33:18,623 - ice0003_2 - [INFO] - [E:238| 800]: Train Loss:0.0016909, Val MRR:0.40913, ice0003_2 +2023-05-20 13:35:00,594 - ice0003_2 - [INFO] - [E:238| 900]: Train Loss:0.0016911, Val MRR:0.40913, ice0003_2 +2023-05-20 13:36:11,977 - ice0003_2 - [INFO] - [Epoch:238]: Training Loss:0.001692 + +2023-05-20 13:36:12,490 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 13:36:35,337 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 13:36:57,898 - ice0003_2 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.43263, Head : 0.38614, Avg : 0.40938 + +2023-05-20 13:36:59,125 - ice0003_2 - [INFO] - [Epoch 238]: Training Loss: 0.0016915, Valid MRR: 0.40938, + + + +2023-05-20 13:37:00,111 - ice0003_2 - [INFO] - [E:239| 0]: Train Loss:0.0016766, Val MRR:0.40938, ice0003_2 +2023-05-20 13:38:31,516 - ice0003_2 - [INFO] - [E:239| 100]: Train Loss:0.0016826, Val MRR:0.40938, ice0003_2 +2023-05-20 13:40:14,703 - ice0003_2 - [INFO] - [E:239| 200]: Train Loss:0.0016853, Val MRR:0.40938, ice0003_2 +2023-05-20 13:41:57,606 - ice0003_2 - [INFO] - [E:239| 300]: Train Loss:0.001686, Val MRR:0.40938, ice0003_2 +2023-05-20 13:43:39,879 - ice0003_2 - [INFO] - [E:239| 400]: Train Loss:0.0016869, Val MRR:0.40938, ice0003_2 +2023-05-20 13:45:22,953 - ice0003_2 - [INFO] - [E:239| 500]: Train Loss:0.0016876, Val MRR:0.40938, ice0003_2 +2023-05-20 13:47:03,239 - ice0003_2 - [INFO] - [E:239| 600]: Train Loss:0.0016882, Val MRR:0.40938, ice0003_2 +2023-05-20 13:48:38,751 - ice0003_2 - [INFO] - [E:239| 700]: Train Loss:0.0016889, Val MRR:0.40938, ice0003_2 +2023-05-20 13:50:22,813 - ice0003_2 - [INFO] - [E:239| 800]: Train Loss:0.0016895, Val MRR:0.40938, ice0003_2 +2023-05-20 13:52:04,305 - ice0003_2 - [INFO] - [E:239| 900]: Train Loss:0.0016903, Val MRR:0.40938, ice0003_2 +2023-05-20 13:53:16,011 - ice0003_2 - [INFO] - [Epoch:239]: Training Loss:0.001691 + +2023-05-20 13:53:16,412 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 13:53:39,777 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 13:54:02,272 - ice0003_2 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.4333, Head : 0.38541, Avg : 0.40936 + MR: Tail : 437.95, Head : 473.99, Avg : 455.97 + Hit-1: Tail : 0.32917, Head : 0.28001, Avg : 0.30459 + Hit-3: Tail : 0.48707, Head : 0.4367, Avg : 0.46189 + Hit-10: Tail : 0.63515, Head : 0.59546, Avg : 0.61531 +2023-05-20 13:54:02,272 - ice0003_2 - [INFO] - [Epoch 239]: Training Loss: 0.0016908, Valid MRR: 0.40938, + + + +2023-05-20 13:54:03,285 - ice0003_2 - [INFO] - [E:240| 0]: Train Loss:0.00168, Val MRR:0.40938, ice0003_2 +2023-05-20 13:55:41,921 - ice0003_2 - [INFO] - [E:240| 100]: Train Loss:0.0016836, Val MRR:0.40938, ice0003_2 +2023-05-20 13:57:18,149 - ice0003_2 - [INFO] - [E:240| 200]: Train Loss:0.0016834, Val MRR:0.40938, ice0003_2 +2023-05-20 13:59:00,010 - ice0003_2 - [INFO] - [E:240| 300]: Train Loss:0.0016839, Val MRR:0.40938, ice0003_2 +2023-05-20 14:00:41,486 - ice0003_2 - [INFO] - [E:240| 400]: Train Loss:0.0016854, Val MRR:0.40938, ice0003_2 +2023-05-20 14:02:23,097 - ice0003_2 - [INFO] - [E:240| 500]: Train Loss:0.0016856, Val MRR:0.40938, ice0003_2 +2023-05-20 14:04:05,193 - ice0003_2 - [INFO] - [E:240| 600]: Train Loss:0.0016861, Val MRR:0.40938, ice0003_2 +2023-05-20 14:05:37,464 - ice0003_2 - [INFO] - [E:240| 700]: Train Loss:0.001687, Val MRR:0.40938, ice0003_2 +2023-05-20 14:07:21,235 - ice0003_2 - [INFO] - [E:240| 800]: Train Loss:0.0016882, Val MRR:0.40938, ice0003_2 +2023-05-20 14:09:04,883 - ice0003_2 - [INFO] - [E:240| 900]: Train Loss:0.0016892, Val MRR:0.40938, ice0003_2 +2023-05-20 14:10:17,154 - ice0003_2 - [INFO] - [Epoch:240]: Training Loss:0.00169 + +2023-05-20 14:10:17,552 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 14:10:41,269 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 14:11:04,135 - ice0003_2 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.43202, Head : 0.38573, Avg : 0.40888 + +2023-05-20 14:11:04,135 - ice0003_2 - [INFO] - [Epoch 240]: Training Loss: 0.0016897, Valid MRR: 0.40938, + + + +2023-05-20 14:11:05,326 - ice0003_2 - [INFO] - [E:241| 0]: Train Loss:0.0016378, Val MRR:0.40938, ice0003_2 +2023-05-20 14:12:48,155 - ice0003_2 - [INFO] - [E:241| 100]: Train Loss:0.0016805, Val MRR:0.40938, ice0003_2 +2023-05-20 14:14:20,959 - ice0003_2 - [INFO] - [E:241| 200]: Train Loss:0.0016809, Val MRR:0.40938, ice0003_2 +2023-05-20 14:16:04,264 - ice0003_2 - [INFO] - [E:241| 300]: Train Loss:0.0016824, Val MRR:0.40938, ice0003_2 +2023-05-20 14:17:47,176 - ice0003_2 - [INFO] - [E:241| 400]: Train Loss:0.001684, Val MRR:0.40938, ice0003_2 +2023-05-20 14:19:29,536 - ice0003_2 - [INFO] - [E:241| 500]: Train Loss:0.0016849, Val MRR:0.40938, ice0003_2 +2023-05-20 14:21:11,236 - ice0003_2 - [INFO] - [E:241| 600]: Train Loss:0.0016863, Val MRR:0.40938, ice0003_2 +2023-05-20 14:22:43,201 - ice0003_2 - [INFO] - [E:241| 700]: Train Loss:0.0016865, Val MRR:0.40938, ice0003_2 +2023-05-20 14:24:25,500 - ice0003_2 - [INFO] - [E:241| 800]: Train Loss:0.0016874, Val MRR:0.40938, ice0003_2 +2023-05-20 14:26:08,388 - ice0003_2 - [INFO] - [E:241| 900]: Train Loss:0.0016879, Val MRR:0.40938, ice0003_2 +2023-05-20 14:27:20,560 - ice0003_2 - [INFO] - [Epoch:241]: Training Loss:0.001689 + +2023-05-20 14:27:20,862 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 14:27:44,252 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 14:28:07,687 - ice0003_2 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.43114, Head : 0.38504, Avg : 0.40809 + +2023-05-20 14:28:07,687 - ice0003_2 - [INFO] - [Epoch 241]: Training Loss: 0.0016886, Valid MRR: 0.40938, + + + +2023-05-20 14:28:08,543 - ice0003_2 - [INFO] - [E:242| 0]: Train Loss:0.0017146, Val MRR:0.40938, ice0003_2 +2023-05-20 14:29:51,848 - ice0003_2 - [INFO] - [E:242| 100]: Train Loss:0.0016778, Val MRR:0.40938, ice0003_2 +2023-05-20 14:31:24,275 - ice0003_2 - [INFO] - [E:242| 200]: Train Loss:0.0016815, Val MRR:0.40938, ice0003_2 +2023-05-20 14:33:06,868 - ice0003_2 - [INFO] - [E:242| 300]: Train Loss:0.0016841, Val MRR:0.40938, ice0003_2 +2023-05-20 14:34:48,412 - ice0003_2 - [INFO] - [E:242| 400]: Train Loss:0.0016848, Val MRR:0.40938, ice0003_2 +2023-05-20 14:36:30,416 - ice0003_2 - [INFO] - [E:242| 500]: Train Loss:0.0016855, Val MRR:0.40938, ice0003_2 +2023-05-20 14:38:12,824 - ice0003_2 - [INFO] - [E:242| 600]: Train Loss:0.001686, Val MRR:0.40938, ice0003_2 +2023-05-20 14:39:45,495 - ice0003_2 - [INFO] - [E:242| 700]: Train Loss:0.0016865, Val MRR:0.40938, ice0003_2 +2023-05-20 14:41:27,402 - ice0003_2 - [INFO] - [E:242| 800]: Train Loss:0.0016866, Val MRR:0.40938, ice0003_2 +2023-05-20 14:43:09,250 - ice0003_2 - [INFO] - [E:242| 900]: Train Loss:0.0016872, Val MRR:0.40938, ice0003_2 +2023-05-20 14:44:20,774 - ice0003_2 - [INFO] - [Epoch:242]: Training Loss:0.001688 + +2023-05-20 14:44:21,172 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 14:44:44,849 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 14:45:07,951 - ice0003_2 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.43238, Head : 0.38657, Avg : 0.40947 + +2023-05-20 14:45:09,326 - ice0003_2 - [INFO] - [Epoch 242]: Training Loss: 0.0016878, Valid MRR: 0.40947, + + + +2023-05-20 14:45:10,485 - ice0003_2 - [INFO] - [E:243| 0]: Train Loss:0.0016648, Val MRR:0.40947, ice0003_2 +2023-05-20 14:46:52,359 - ice0003_2 - [INFO] - [E:243| 100]: Train Loss:0.0016808, Val MRR:0.40947, ice0003_2 +2023-05-20 14:48:25,253 - ice0003_2 - [INFO] - [E:243| 200]: Train Loss:0.0016818, Val MRR:0.40947, ice0003_2 +2023-05-20 14:50:06,460 - ice0003_2 - [INFO] - [E:243| 300]: Train Loss:0.0016828, Val MRR:0.40947, ice0003_2 +2023-05-20 14:51:49,182 - ice0003_2 - [INFO] - [E:243| 400]: Train Loss:0.0016839, Val MRR:0.40947, ice0003_2 +2023-05-20 14:53:32,142 - ice0003_2 - [INFO] - [E:243| 500]: Train Loss:0.0016842, Val MRR:0.40947, ice0003_2 +2023-05-20 14:55:16,389 - ice0003_2 - [INFO] - [E:243| 600]: Train Loss:0.0016851, Val MRR:0.40947, ice0003_2 +2023-05-20 14:56:53,348 - ice0003_2 - [INFO] - [E:243| 700]: Train Loss:0.0016861, Val MRR:0.40947, ice0003_2 +2023-05-20 14:58:30,646 - ice0003_2 - [INFO] - [E:243| 800]: Train Loss:0.0016865, Val MRR:0.40947, ice0003_2 +2023-05-20 15:00:13,177 - ice0003_2 - [INFO] - [E:243| 900]: Train Loss:0.0016871, Val MRR:0.40947, ice0003_2 +2023-05-20 15:01:25,612 - ice0003_2 - [INFO] - [Epoch:243]: Training Loss:0.001687 + +2023-05-20 15:01:26,115 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 15:01:49,237 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 15:02:11,956 - ice0003_2 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.43247, Head : 0.38632, Avg : 0.40939 + +2023-05-20 15:02:11,956 - ice0003_2 - [INFO] - [Epoch 243]: Training Loss: 0.0016873, Valid MRR: 0.40947, + + + +2023-05-20 15:02:13,137 - ice0003_2 - [INFO] - [E:244| 0]: Train Loss:0.0016704, Val MRR:0.40947, ice0003_2 +2023-05-20 15:03:53,971 - ice0003_2 - [INFO] - [E:244| 100]: Train Loss:0.0016815, Val MRR:0.40947, ice0003_2 +2023-05-20 15:05:31,787 - ice0003_2 - [INFO] - [E:244| 200]: Train Loss:0.0016822, Val MRR:0.40947, ice0003_2 +2023-05-20 15:07:08,868 - ice0003_2 - [INFO] - [E:244| 300]: Train Loss:0.0016816, Val MRR:0.40947, ice0003_2 +2023-05-20 15:08:51,774 - ice0003_2 - [INFO] - [E:244| 400]: Train Loss:0.0016822, Val MRR:0.40947, ice0003_2 +2023-05-20 15:10:33,729 - ice0003_2 - [INFO] - [E:244| 500]: Train Loss:0.0016829, Val MRR:0.40947, ice0003_2 +2023-05-20 15:12:15,900 - ice0003_2 - [INFO] - [E:244| 600]: Train Loss:0.0016839, Val MRR:0.40947, ice0003_2 +2023-05-20 15:13:58,342 - ice0003_2 - [INFO] - [E:244| 700]: Train Loss:0.0016843, Val MRR:0.40947, ice0003_2 +2023-05-20 15:15:30,633 - ice0003_2 - [INFO] - [E:244| 800]: Train Loss:0.0016851, Val MRR:0.40947, ice0003_2 +2023-05-20 15:17:12,501 - ice0003_2 - [INFO] - [E:244| 900]: Train Loss:0.0016856, Val MRR:0.40947, ice0003_2 +2023-05-20 15:18:23,710 - ice0003_2 - [INFO] - [Epoch:244]: Training Loss:0.001686 + +2023-05-20 15:18:24,054 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 15:18:47,335 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 15:19:10,388 - ice0003_2 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.43216, Head : 0.38482, Avg : 0.40849 + +2023-05-20 15:19:10,389 - ice0003_2 - [INFO] - [Epoch 244]: Training Loss: 0.001686, Valid MRR: 0.40947, + + + +2023-05-20 15:19:11,164 - ice0003_2 - [INFO] - [E:245| 0]: Train Loss:0.0016945, Val MRR:0.40947, ice0003_2 +2023-05-20 15:20:54,125 - ice0003_2 - [INFO] - [E:245| 100]: Train Loss:0.0016803, Val MRR:0.40947, ice0003_2 +2023-05-20 15:22:36,920 - ice0003_2 - [INFO] - [E:245| 200]: Train Loss:0.00168, Val MRR:0.40947, ice0003_2 +2023-05-20 15:24:09,088 - ice0003_2 - [INFO] - [E:245| 300]: Train Loss:0.0016802, Val MRR:0.40947, ice0003_2 +2023-05-20 15:25:50,679 - ice0003_2 - [INFO] - [E:245| 400]: Train Loss:0.0016812, Val MRR:0.40947, ice0003_2 +2023-05-20 15:27:32,493 - ice0003_2 - [INFO] - [E:245| 500]: Train Loss:0.0016821, Val MRR:0.40947, ice0003_2 +2023-05-20 15:29:14,259 - ice0003_2 - [INFO] - [E:245| 600]: Train Loss:0.0016827, Val MRR:0.40947, ice0003_2 +2023-05-20 15:30:56,593 - ice0003_2 - [INFO] - [E:245| 700]: Train Loss:0.0016833, Val MRR:0.40947, ice0003_2 +2023-05-20 15:32:27,687 - ice0003_2 - [INFO] - [E:245| 800]: Train Loss:0.0016842, Val MRR:0.40947, ice0003_2 +2023-05-20 15:34:09,565 - ice0003_2 - [INFO] - [E:245| 900]: Train Loss:0.0016845, Val MRR:0.40947, ice0003_2 +2023-05-20 15:35:22,057 - ice0003_2 - [INFO] - [Epoch:245]: Training Loss:0.001685 + +2023-05-20 15:35:22,318 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 15:35:45,963 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 15:36:09,262 - ice0003_2 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.43339, Head : 0.38576, Avg : 0.40958 + +2023-05-20 15:36:10,478 - ice0003_2 - [INFO] - [Epoch 245]: Training Loss: 0.0016851, Valid MRR: 0.40958, + + + +2023-05-20 15:36:11,685 - ice0003_2 - [INFO] - [E:246| 0]: Train Loss:0.0016573, Val MRR:0.40958, ice0003_2 +2023-05-20 15:37:53,674 - ice0003_2 - [INFO] - [E:246| 100]: Train Loss:0.0016776, Val MRR:0.40958, ice0003_2 +2023-05-20 15:39:35,932 - ice0003_2 - [INFO] - [E:246| 200]: Train Loss:0.0016786, Val MRR:0.40958, ice0003_2 +2023-05-20 15:41:08,211 - ice0003_2 - [INFO] - [E:246| 300]: Train Loss:0.0016806, Val MRR:0.40958, ice0003_2 +2023-05-20 15:42:53,391 - ice0003_2 - [INFO] - [E:246| 400]: Train Loss:0.0016813, Val MRR:0.40958, ice0003_2 +2023-05-20 15:44:35,717 - ice0003_2 - [INFO] - [E:246| 500]: Train Loss:0.0016817, Val MRR:0.40958, ice0003_2 +2023-05-20 15:46:17,493 - ice0003_2 - [INFO] - [E:246| 600]: Train Loss:0.001682, Val MRR:0.40958, ice0003_2 +2023-05-20 15:47:58,340 - ice0003_2 - [INFO] - [E:246| 700]: Train Loss:0.0016827, Val MRR:0.40958, ice0003_2 +2023-05-20 15:49:30,177 - ice0003_2 - [INFO] - [E:246| 800]: Train Loss:0.0016834, Val MRR:0.40958, ice0003_2 +2023-05-20 15:51:12,090 - ice0003_2 - [INFO] - [E:246| 900]: Train Loss:0.0016836, Val MRR:0.40958, ice0003_2 +2023-05-20 15:52:24,000 - ice0003_2 - [INFO] - [Epoch:246]: Training Loss:0.001684 + +2023-05-20 15:52:24,486 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 15:52:47,596 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 15:53:10,617 - ice0003_2 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.43225, Head : 0.38479, Avg : 0.40852 + +2023-05-20 15:53:10,617 - ice0003_2 - [INFO] - [Epoch 246]: Training Loss: 0.0016839, Valid MRR: 0.40958, + + + +2023-05-20 15:53:11,816 - ice0003_2 - [INFO] - [E:247| 0]: Train Loss:0.0016762, Val MRR:0.40958, ice0003_2 +2023-05-20 15:54:54,452 - ice0003_2 - [INFO] - [E:247| 100]: Train Loss:0.0016786, Val MRR:0.40958, ice0003_2 +2023-05-20 15:56:37,204 - ice0003_2 - [INFO] - [E:247| 200]: Train Loss:0.0016776, Val MRR:0.40958, ice0003_2 +2023-05-20 15:58:10,092 - ice0003_2 - [INFO] - [E:247| 300]: Train Loss:0.0016777, Val MRR:0.40958, ice0003_2 +2023-05-20 15:59:52,271 - ice0003_2 - [INFO] - [E:247| 400]: Train Loss:0.0016784, Val MRR:0.40958, ice0003_2 +2023-05-20 16:01:32,949 - ice0003_2 - [INFO] - [E:247| 500]: Train Loss:0.0016792, Val MRR:0.40958, ice0003_2 +2023-05-20 16:03:14,379 - ice0003_2 - [INFO] - [E:247| 600]: Train Loss:0.0016802, Val MRR:0.40958, ice0003_2 +2023-05-20 16:04:56,218 - ice0003_2 - [INFO] - [E:247| 700]: Train Loss:0.0016809, Val MRR:0.40958, ice0003_2 +2023-05-20 16:06:34,056 - ice0003_2 - [INFO] - [E:247| 800]: Train Loss:0.0016813, Val MRR:0.40958, ice0003_2 +2023-05-20 16:08:10,595 - ice0003_2 - [INFO] - [E:247| 900]: Train Loss:0.0016821, Val MRR:0.40958, ice0003_2 +2023-05-20 16:09:22,511 - ice0003_2 - [INFO] - [Epoch:247]: Training Loss:0.001683 + +2023-05-20 16:09:23,033 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 16:09:46,361 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 16:10:09,251 - ice0003_2 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.43314, Head : 0.38729, Avg : 0.41021 + +2023-05-20 16:10:10,481 - ice0003_2 - [INFO] - [Epoch 247]: Training Loss: 0.0016828, Valid MRR: 0.41021, + + + +2023-05-20 16:10:11,913 - ice0003_2 - [INFO] - [E:248| 0]: Train Loss:0.0016761, Val MRR:0.41021, ice0003_2 +2023-05-20 16:11:54,514 - ice0003_2 - [INFO] - [E:248| 100]: Train Loss:0.0016762, Val MRR:0.41021, ice0003_2 +2023-05-20 16:13:37,084 - ice0003_2 - [INFO] - [E:248| 200]: Train Loss:0.0016781, Val MRR:0.41021, ice0003_2 +2023-05-20 16:15:15,654 - ice0003_2 - [INFO] - [E:248| 300]: Train Loss:0.0016792, Val MRR:0.41021, ice0003_2 +2023-05-20 16:16:50,429 - ice0003_2 - [INFO] - [E:248| 400]: Train Loss:0.0016796, Val MRR:0.41021, ice0003_2 +2023-05-20 16:18:32,954 - ice0003_2 - [INFO] - [E:248| 500]: Train Loss:0.0016794, Val MRR:0.41021, ice0003_2 +2023-05-20 16:20:15,461 - ice0003_2 - [INFO] - [E:248| 600]: Train Loss:0.0016799, Val MRR:0.41021, ice0003_2 +2023-05-20 16:21:58,308 - ice0003_2 - [INFO] - [E:248| 700]: Train Loss:0.00168, Val MRR:0.41021, ice0003_2 +2023-05-20 16:23:40,489 - ice0003_2 - [INFO] - [E:248| 800]: Train Loss:0.0016808, Val MRR:0.41021, ice0003_2 +2023-05-20 16:25:12,423 - ice0003_2 - [INFO] - [E:248| 900]: Train Loss:0.0016814, Val MRR:0.41021, ice0003_2 +2023-05-20 16:26:24,083 - ice0003_2 - [INFO] - [Epoch:248]: Training Loss:0.001682 + +2023-05-20 16:26:24,482 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 16:26:48,154 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 16:27:10,897 - ice0003_2 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.43547, Head : 0.38707, Avg : 0.41127 + +2023-05-20 16:27:12,173 - ice0003_2 - [INFO] - [Epoch 248]: Training Loss: 0.0016817, Valid MRR: 0.41127, + + + +2023-05-20 16:27:13,266 - ice0003_2 - [INFO] - [E:249| 0]: Train Loss:0.0016994, Val MRR:0.41127, ice0003_2 +2023-05-20 16:28:55,315 - ice0003_2 - [INFO] - [E:249| 100]: Train Loss:0.0016724, Val MRR:0.41127, ice0003_2 +2023-05-20 16:30:36,384 - ice0003_2 - [INFO] - [E:249| 200]: Train Loss:0.0016752, Val MRR:0.41127, ice0003_2 +2023-05-20 16:32:19,661 - ice0003_2 - [INFO] - [E:249| 300]: Train Loss:0.0016757, Val MRR:0.41127, ice0003_2 +2023-05-20 16:33:51,669 - ice0003_2 - [INFO] - [E:249| 400]: Train Loss:0.0016761, Val MRR:0.41127, ice0003_2 +2023-05-20 16:35:34,014 - ice0003_2 - [INFO] - [E:249| 500]: Train Loss:0.0016771, Val MRR:0.41127, ice0003_2 +2023-05-20 16:37:16,490 - ice0003_2 - [INFO] - [E:249| 600]: Train Loss:0.001678, Val MRR:0.41127, ice0003_2 +2023-05-20 16:38:59,155 - ice0003_2 - [INFO] - [E:249| 700]: Train Loss:0.0016791, Val MRR:0.41127, ice0003_2 +2023-05-20 16:40:41,076 - ice0003_2 - [INFO] - [E:249| 800]: Train Loss:0.0016801, Val MRR:0.41127, ice0003_2 +2023-05-20 16:42:13,284 - ice0003_2 - [INFO] - [E:249| 900]: Train Loss:0.0016806, Val MRR:0.41127, ice0003_2 +2023-05-20 16:43:25,633 - ice0003_2 - [INFO] - [Epoch:249]: Training Loss:0.001681 + +2023-05-20 16:43:25,979 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 16:43:49,424 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 16:44:11,996 - ice0003_2 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.43316, Head : 0.38642, Avg : 0.40979 + MR: Tail : 449.07, Head : 481.74, Avg : 465.41 + Hit-1: Tail : 0.32868, Head : 0.2811, Avg : 0.30489 + Hit-3: Tail : 0.48598, Head : 0.43889, Avg : 0.46243 + Hit-10: Tail : 0.63515, Head : 0.59182, Avg : 0.61348 +2023-05-20 16:44:11,996 - ice0003_2 - [INFO] - [Epoch 249]: Training Loss: 0.0016809, Valid MRR: 0.41127, + + + +2023-05-20 16:44:13,017 - ice0003_2 - [INFO] - [E:250| 0]: Train Loss:0.0016806, Val MRR:0.41127, ice0003_2 +2023-05-20 16:45:54,356 - ice0003_2 - [INFO] - [E:250| 100]: Train Loss:0.0016748, Val MRR:0.41127, ice0003_2 +2023-05-20 16:47:36,607 - ice0003_2 - [INFO] - [E:250| 200]: Train Loss:0.0016737, Val MRR:0.41127, ice0003_2 +2023-05-20 16:49:19,134 - ice0003_2 - [INFO] - [E:250| 300]: Train Loss:0.0016751, Val MRR:0.41127, ice0003_2 +2023-05-20 16:50:52,298 - ice0003_2 - [INFO] - [E:250| 400]: Train Loss:0.001676, Val MRR:0.41127, ice0003_2 +2023-05-20 16:52:35,099 - ice0003_2 - [INFO] - [E:250| 500]: Train Loss:0.0016761, Val MRR:0.41127, ice0003_2 +2023-05-20 16:54:17,118 - ice0003_2 - [INFO] - [E:250| 600]: Train Loss:0.0016767, Val MRR:0.41127, ice0003_2 +2023-05-20 16:55:59,465 - ice0003_2 - [INFO] - [E:250| 700]: Train Loss:0.0016776, Val MRR:0.41127, ice0003_2 +2023-05-20 16:57:41,912 - ice0003_2 - [INFO] - [E:250| 800]: Train Loss:0.0016786, Val MRR:0.41127, ice0003_2 +2023-05-20 16:59:14,299 - ice0003_2 - [INFO] - [E:250| 900]: Train Loss:0.0016792, Val MRR:0.41127, ice0003_2 +2023-05-20 17:00:26,212 - ice0003_2 - [INFO] - [Epoch:250]: Training Loss:0.00168 + +2023-05-20 17:00:26,735 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 17:00:49,907 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 17:01:12,777 - ice0003_2 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.43172, Head : 0.38571, Avg : 0.40872 + +2023-05-20 17:01:12,777 - ice0003_2 - [INFO] - [Epoch 250]: Training Loss: 0.0016797, Valid MRR: 0.41127, + + + +2023-05-20 17:01:13,986 - ice0003_2 - [INFO] - [E:251| 0]: Train Loss:0.0016661, Val MRR:0.41127, ice0003_2 +2023-05-20 17:02:56,868 - ice0003_2 - [INFO] - [E:251| 100]: Train Loss:0.0016696, Val MRR:0.41127, ice0003_2 +2023-05-20 17:04:39,239 - ice0003_2 - [INFO] - [E:251| 200]: Train Loss:0.0016721, Val MRR:0.41127, ice0003_2 +2023-05-20 17:06:21,244 - ice0003_2 - [INFO] - [E:251| 300]: Train Loss:0.0016738, Val MRR:0.41127, ice0003_2 +2023-05-20 17:07:53,466 - ice0003_2 - [INFO] - [E:251| 400]: Train Loss:0.0016755, Val MRR:0.41127, ice0003_2 +2023-05-20 17:09:36,311 - ice0003_2 - [INFO] - [E:251| 500]: Train Loss:0.0016764, Val MRR:0.41127, ice0003_2 +2023-05-20 17:11:18,493 - ice0003_2 - [INFO] - [E:251| 600]: Train Loss:0.0016767, Val MRR:0.41127, ice0003_2 +2023-05-20 17:13:00,584 - ice0003_2 - [INFO] - [E:251| 700]: Train Loss:0.0016774, Val MRR:0.41127, ice0003_2 +2023-05-20 17:14:41,444 - ice0003_2 - [INFO] - [E:251| 800]: Train Loss:0.001678, Val MRR:0.41127, ice0003_2 +2023-05-20 17:16:16,210 - ice0003_2 - [INFO] - [E:251| 900]: Train Loss:0.0016784, Val MRR:0.41127, ice0003_2 +2023-05-20 17:17:26,165 - ice0003_2 - [INFO] - [Epoch:251]: Training Loss:0.001679 + +2023-05-20 17:17:26,512 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 17:17:50,273 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 17:18:13,343 - ice0003_2 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.43096, Head : 0.38471, Avg : 0.40783 + +2023-05-20 17:18:13,344 - ice0003_2 - [INFO] - [Epoch 251]: Training Loss: 0.0016789, Valid MRR: 0.41127, + + + +2023-05-20 17:18:14,394 - ice0003_2 - [INFO] - [E:252| 0]: Train Loss:0.0016898, Val MRR:0.41127, ice0003_2 +2023-05-20 17:19:59,693 - ice0003_2 - [INFO] - [E:252| 100]: Train Loss:0.0016686, Val MRR:0.41127, ice0003_2 +2023-05-20 17:21:42,151 - ice0003_2 - [INFO] - [E:252| 200]: Train Loss:0.0016727, Val MRR:0.41127, ice0003_2 +2023-05-20 17:23:24,546 - ice0003_2 - [INFO] - [E:252| 300]: Train Loss:0.0016731, Val MRR:0.41127, ice0003_2 +2023-05-20 17:25:03,165 - ice0003_2 - [INFO] - [E:252| 400]: Train Loss:0.0016728, Val MRR:0.41127, ice0003_2 +2023-05-20 17:26:38,750 - ice0003_2 - [INFO] - [E:252| 500]: Train Loss:0.0016744, Val MRR:0.41127, ice0003_2 +2023-05-20 17:28:19,991 - ice0003_2 - [INFO] - [E:252| 600]: Train Loss:0.0016749, Val MRR:0.41127, ice0003_2 +2023-05-20 17:30:01,124 - ice0003_2 - [INFO] - [E:252| 700]: Train Loss:0.0016758, Val MRR:0.41127, ice0003_2 +2023-05-20 17:31:42,951 - ice0003_2 - [INFO] - [E:252| 800]: Train Loss:0.0016764, Val MRR:0.41127, ice0003_2 +2023-05-20 17:33:24,521 - ice0003_2 - [INFO] - [E:252| 900]: Train Loss:0.0016772, Val MRR:0.41127, ice0003_2 +2023-05-20 17:34:26,386 - ice0003_2 - [INFO] - [Epoch:252]: Training Loss:0.001678 + +2023-05-20 17:34:26,784 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 17:34:50,277 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 17:35:13,208 - ice0003_2 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.43223, Head : 0.38664, Avg : 0.40944 + +2023-05-20 17:35:13,208 - ice0003_2 - [INFO] - [Epoch 252]: Training Loss: 0.001678, Valid MRR: 0.41127, + + + +2023-05-20 17:35:14,394 - ice0003_2 - [INFO] - [E:253| 0]: Train Loss:0.0016657, Val MRR:0.41127, ice0003_2 +2023-05-20 17:36:57,082 - ice0003_2 - [INFO] - [E:253| 100]: Train Loss:0.0016709, Val MRR:0.41127, ice0003_2 +2023-05-20 17:38:39,886 - ice0003_2 - [INFO] - [E:253| 200]: Train Loss:0.0016735, Val MRR:0.41127, ice0003_2 +2023-05-20 17:40:21,470 - ice0003_2 - [INFO] - [E:253| 300]: Train Loss:0.0016725, Val MRR:0.41127, ice0003_2 +2023-05-20 17:42:02,746 - ice0003_2 - [INFO] - [E:253| 400]: Train Loss:0.0016736, Val MRR:0.41127, ice0003_2 +2023-05-20 17:43:34,592 - ice0003_2 - [INFO] - [E:253| 500]: Train Loss:0.0016739, Val MRR:0.41127, ice0003_2 +2023-05-20 17:45:17,160 - ice0003_2 - [INFO] - [E:253| 600]: Train Loss:0.0016741, Val MRR:0.41127, ice0003_2 +2023-05-20 17:46:59,608 - ice0003_2 - [INFO] - [E:253| 700]: Train Loss:0.0016748, Val MRR:0.41127, ice0003_2 +2023-05-20 17:48:42,438 - ice0003_2 - [INFO] - [E:253| 800]: Train Loss:0.0016759, Val MRR:0.41127, ice0003_2 +2023-05-20 17:50:25,027 - ice0003_2 - [INFO] - [E:253| 900]: Train Loss:0.0016764, Val MRR:0.41127, ice0003_2 +2023-05-20 17:51:26,995 - ice0003_2 - [INFO] - [Epoch:253]: Training Loss:0.001677 + +2023-05-20 17:51:27,346 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 17:51:51,268 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 17:52:14,247 - ice0003_2 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.43214, Head : 0.38579, Avg : 0.40896 + +2023-05-20 17:52:14,247 - ice0003_2 - [INFO] - [Epoch 253]: Training Loss: 0.0016769, Valid MRR: 0.41127, + + + +2023-05-20 17:52:15,398 - ice0003_2 - [INFO] - [E:254| 0]: Train Loss:0.0016411, Val MRR:0.41127, ice0003_2 +2023-05-20 17:53:58,464 - ice0003_2 - [INFO] - [E:254| 100]: Train Loss:0.0016669, Val MRR:0.41127, ice0003_2 +2023-05-20 17:55:40,951 - ice0003_2 - [INFO] - [E:254| 200]: Train Loss:0.0016702, Val MRR:0.41127, ice0003_2 +2023-05-20 17:57:22,250 - ice0003_2 - [INFO] - [E:254| 300]: Train Loss:0.0016714, Val MRR:0.41127, ice0003_2 +2023-05-20 17:59:04,558 - ice0003_2 - [INFO] - [E:254| 400]: Train Loss:0.0016714, Val MRR:0.41127, ice0003_2 +2023-05-20 18:00:36,988 - ice0003_2 - [INFO] - [E:254| 500]: Train Loss:0.0016724, Val MRR:0.41127, ice0003_2 +2023-05-20 18:02:19,552 - ice0003_2 - [INFO] - [E:254| 600]: Train Loss:0.0016737, Val MRR:0.41127, ice0003_2 +2023-05-20 18:04:01,340 - ice0003_2 - [INFO] - [E:254| 700]: Train Loss:0.001674, Val MRR:0.41127, ice0003_2 +2023-05-20 18:05:43,080 - ice0003_2 - [INFO] - [E:254| 800]: Train Loss:0.0016749, Val MRR:0.41127, ice0003_2 +2023-05-20 18:07:27,727 - ice0003_2 - [INFO] - [E:254| 900]: Train Loss:0.0016752, Val MRR:0.41127, ice0003_2 +2023-05-20 18:08:36,925 - ice0003_2 - [INFO] - [Epoch:254]: Training Loss:0.001676 + +2023-05-20 18:08:37,142 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 18:08:52,037 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 18:09:14,728 - ice0003_2 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.43291, Head : 0.38748, Avg : 0.4102 + +2023-05-20 18:09:14,728 - ice0003_2 - [INFO] - [Epoch 254]: Training Loss: 0.0016757, Valid MRR: 0.41127, + + + +2023-05-20 18:09:15,912 - ice0003_2 - [INFO] - [E:255| 0]: Train Loss:0.001659, Val MRR:0.41127, ice0003_2 +2023-05-20 18:10:58,013 - ice0003_2 - [INFO] - [E:255| 100]: Train Loss:0.0016691, Val MRR:0.41127, ice0003_2 +2023-05-20 18:12:40,007 - ice0003_2 - [INFO] - [E:255| 200]: Train Loss:0.0016669, Val MRR:0.41127, ice0003_2 +2023-05-20 18:14:22,341 - ice0003_2 - [INFO] - [E:255| 300]: Train Loss:0.0016692, Val MRR:0.41127, ice0003_2 +2023-05-20 18:16:04,622 - ice0003_2 - [INFO] - [E:255| 400]: Train Loss:0.0016701, Val MRR:0.41127, ice0003_2 +2023-05-20 18:17:37,021 - ice0003_2 - [INFO] - [E:255| 500]: Train Loss:0.0016707, Val MRR:0.41127, ice0003_2 +2023-05-20 18:19:18,993 - ice0003_2 - [INFO] - [E:255| 600]: Train Loss:0.0016716, Val MRR:0.41127, ice0003_2 +2023-05-20 18:21:01,621 - ice0003_2 - [INFO] - [E:255| 700]: Train Loss:0.0016717, Val MRR:0.41127, ice0003_2 +2023-05-20 18:22:44,950 - ice0003_2 - [INFO] - [E:255| 800]: Train Loss:0.0016729, Val MRR:0.41127, ice0003_2 +2023-05-20 18:24:28,617 - ice0003_2 - [INFO] - [E:255| 900]: Train Loss:0.0016737, Val MRR:0.41127, ice0003_2 +2023-05-20 18:25:40,308 - ice0003_2 - [INFO] - [Epoch:255]: Training Loss:0.001674 + +2023-05-20 18:25:40,652 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 18:25:59,652 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 18:26:15,236 - ice0003_2 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.43183, Head : 0.38427, Avg : 0.40805 + +2023-05-20 18:26:15,236 - ice0003_2 - [INFO] - [Epoch 255]: Training Loss: 0.0016744, Valid MRR: 0.41127, + + + +2023-05-20 18:26:16,232 - ice0003_2 - [INFO] - [E:256| 0]: Train Loss:0.0016923, Val MRR:0.41127, ice0003_2 +2023-05-20 18:27:58,572 - ice0003_2 - [INFO] - [E:256| 100]: Train Loss:0.0016688, Val MRR:0.41127, ice0003_2 +2023-05-20 18:29:41,509 - ice0003_2 - [INFO] - [E:256| 200]: Train Loss:0.00167, Val MRR:0.41127, ice0003_2 +2023-05-20 18:31:23,576 - ice0003_2 - [INFO] - [E:256| 300]: Train Loss:0.0016698, Val MRR:0.41127, ice0003_2 +2023-05-20 18:33:06,131 - ice0003_2 - [INFO] - [E:256| 400]: Train Loss:0.0016705, Val MRR:0.41127, ice0003_2 +2023-05-20 18:34:44,567 - ice0003_2 - [INFO] - [E:256| 500]: Train Loss:0.0016703, Val MRR:0.41127, ice0003_2 +2023-05-20 18:36:22,745 - ice0003_2 - [INFO] - [E:256| 600]: Train Loss:0.0016707, Val MRR:0.41127, ice0003_2 +2023-05-20 18:38:04,942 - ice0003_2 - [INFO] - [E:256| 700]: Train Loss:0.0016714, Val MRR:0.41127, ice0003_2 +2023-05-20 18:39:46,528 - ice0003_2 - [INFO] - [E:256| 800]: Train Loss:0.0016724, Val MRR:0.41127, ice0003_2 +2023-05-20 18:41:27,649 - ice0003_2 - [INFO] - [E:256| 900]: Train Loss:0.0016727, Val MRR:0.41127, ice0003_2 +2023-05-20 18:42:39,653 - ice0003_2 - [INFO] - [Epoch:256]: Training Loss:0.001673 + +2023-05-20 18:42:40,055 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 18:43:03,631 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 18:43:21,919 - ice0003_2 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.43454, Head : 0.38753, Avg : 0.41104 + +2023-05-20 18:43:21,919 - ice0003_2 - [INFO] - [Epoch 256]: Training Loss: 0.0016732, Valid MRR: 0.41127, + + + +2023-05-20 18:43:22,591 - ice0003_2 - [INFO] - [E:257| 0]: Train Loss:0.0016541, Val MRR:0.41127, ice0003_2 +2023-05-20 18:44:58,755 - ice0003_2 - [INFO] - [E:257| 100]: Train Loss:0.0016664, Val MRR:0.41127, ice0003_2 +2023-05-20 18:46:40,627 - ice0003_2 - [INFO] - [E:257| 200]: Train Loss:0.0016666, Val MRR:0.41127, ice0003_2 +2023-05-20 18:48:23,020 - ice0003_2 - [INFO] - [E:257| 300]: Train Loss:0.0016679, Val MRR:0.41127, ice0003_2 +2023-05-20 18:50:05,418 - ice0003_2 - [INFO] - [E:257| 400]: Train Loss:0.0016686, Val MRR:0.41127, ice0003_2 +2023-05-20 18:51:48,345 - ice0003_2 - [INFO] - [E:257| 500]: Train Loss:0.0016694, Val MRR:0.41127, ice0003_2 +2023-05-20 18:53:20,704 - ice0003_2 - [INFO] - [E:257| 600]: Train Loss:0.0016706, Val MRR:0.41127, ice0003_2 +2023-05-20 18:55:02,299 - ice0003_2 - [INFO] - [E:257| 700]: Train Loss:0.0016711, Val MRR:0.41127, ice0003_2 +2023-05-20 18:56:46,616 - ice0003_2 - [INFO] - [E:257| 800]: Train Loss:0.0016715, Val MRR:0.41127, ice0003_2 +2023-05-20 18:58:29,224 - ice0003_2 - [INFO] - [E:257| 900]: Train Loss:0.0016723, Val MRR:0.41127, ice0003_2 +2023-05-20 18:59:41,436 - ice0003_2 - [INFO] - [Epoch:257]: Training Loss:0.001672 + +2023-05-20 18:59:41,781 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 19:00:05,328 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 19:00:28,382 - ice0003_2 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.43153, Head : 0.38693, Avg : 0.40923 + +2023-05-20 19:00:28,382 - ice0003_2 - [INFO] - [Epoch 257]: Training Loss: 0.0016724, Valid MRR: 0.41127, + + + +2023-05-20 19:00:29,583 - ice0003_2 - [INFO] - [E:258| 0]: Train Loss:0.0016546, Val MRR:0.41127, ice0003_2 +2023-05-20 19:02:02,397 - ice0003_2 - [INFO] - [E:258| 100]: Train Loss:0.001664, Val MRR:0.41127, ice0003_2 +2023-05-20 19:03:44,708 - ice0003_2 - [INFO] - [E:258| 200]: Train Loss:0.0016656, Val MRR:0.41127, ice0003_2 +2023-05-20 19:05:27,347 - ice0003_2 - [INFO] - [E:258| 300]: Train Loss:0.0016673, Val MRR:0.41127, ice0003_2 +2023-05-20 19:07:09,732 - ice0003_2 - [INFO] - [E:258| 400]: Train Loss:0.0016677, Val MRR:0.41127, ice0003_2 +2023-05-20 19:08:51,258 - ice0003_2 - [INFO] - [E:258| 500]: Train Loss:0.0016686, Val MRR:0.41127, ice0003_2 +2023-05-20 19:10:23,205 - ice0003_2 - [INFO] - [E:258| 600]: Train Loss:0.0016692, Val MRR:0.41127, ice0003_2 +2023-05-20 19:12:05,881 - ice0003_2 - [INFO] - [E:258| 700]: Train Loss:0.0016698, Val MRR:0.41127, ice0003_2 +2023-05-20 19:13:48,176 - ice0003_2 - [INFO] - [E:258| 800]: Train Loss:0.0016701, Val MRR:0.41127, ice0003_2 +2023-05-20 19:15:31,568 - ice0003_2 - [INFO] - [E:258| 900]: Train Loss:0.0016706, Val MRR:0.41127, ice0003_2 +2023-05-20 19:16:43,646 - ice0003_2 - [INFO] - [Epoch:258]: Training Loss:0.001671 + +2023-05-20 19:16:44,045 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 19:17:07,990 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 19:17:30,966 - ice0003_2 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.43383, Head : 0.38664, Avg : 0.41023 + +2023-05-20 19:17:30,966 - ice0003_2 - [INFO] - [Epoch 258]: Training Loss: 0.0016711, Valid MRR: 0.41127, + + + +2023-05-20 19:17:32,155 - ice0003_2 - [INFO] - [E:259| 0]: Train Loss:0.0016414, Val MRR:0.41127, ice0003_2 +2023-05-20 19:19:04,601 - ice0003_2 - [INFO] - [E:259| 100]: Train Loss:0.0016667, Val MRR:0.41127, ice0003_2 +2023-05-20 19:20:46,661 - ice0003_2 - [INFO] - [E:259| 200]: Train Loss:0.0016652, Val MRR:0.41127, ice0003_2 +2023-05-20 19:22:28,511 - ice0003_2 - [INFO] - [E:259| 300]: Train Loss:0.0016668, Val MRR:0.41127, ice0003_2 +2023-05-20 19:24:09,079 - ice0003_2 - [INFO] - [E:259| 400]: Train Loss:0.0016674, Val MRR:0.41127, ice0003_2 +2023-05-20 19:25:51,041 - ice0003_2 - [INFO] - [E:259| 500]: Train Loss:0.0016674, Val MRR:0.41127, ice0003_2 +2023-05-20 19:27:23,525 - ice0003_2 - [INFO] - [E:259| 600]: Train Loss:0.0016681, Val MRR:0.41127, ice0003_2 +2023-05-20 19:29:06,207 - ice0003_2 - [INFO] - [E:259| 700]: Train Loss:0.0016685, Val MRR:0.41127, ice0003_2 +2023-05-20 19:30:49,258 - ice0003_2 - [INFO] - [E:259| 800]: Train Loss:0.0016693, Val MRR:0.41127, ice0003_2 +2023-05-20 19:32:31,742 - ice0003_2 - [INFO] - [E:259| 900]: Train Loss:0.0016698, Val MRR:0.41127, ice0003_2 +2023-05-20 19:33:43,330 - ice0003_2 - [INFO] - [Epoch:259]: Training Loss:0.00167 + +2023-05-20 19:33:43,668 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 19:34:07,134 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 19:34:29,808 - ice0003_2 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.43166, Head : 0.38595, Avg : 0.40881 + MR: Tail : 499.74, Head : 522.87, Avg : 511.31 + Hit-1: Tail : 0.32965, Head : 0.28402, Avg : 0.30683 + Hit-3: Tail : 0.48525, Head : 0.43598, Avg : 0.46061 + Hit-10: Tail : 0.62932, Head : 0.5883, Avg : 0.60881 +2023-05-20 19:34:29,809 - ice0003_2 - [INFO] - [Epoch 259]: Training Loss: 0.0016702, Valid MRR: 0.41127, + + + +2023-05-20 19:34:30,759 - ice0003_2 - [INFO] - [E:260| 0]: Train Loss:0.0016462, Val MRR:0.41127, ice0003_2 +2023-05-20 19:36:04,226 - ice0003_2 - [INFO] - [E:260| 100]: Train Loss:0.0016629, Val MRR:0.41127, ice0003_2 +2023-05-20 19:37:44,535 - ice0003_2 - [INFO] - [E:260| 200]: Train Loss:0.0016641, Val MRR:0.41127, ice0003_2 +2023-05-20 19:39:26,097 - ice0003_2 - [INFO] - [E:260| 300]: Train Loss:0.0016649, Val MRR:0.41127, ice0003_2 +2023-05-20 19:41:08,903 - ice0003_2 - [INFO] - [E:260| 400]: Train Loss:0.0016647, Val MRR:0.41127, ice0003_2 +2023-05-20 19:42:51,981 - ice0003_2 - [INFO] - [E:260| 500]: Train Loss:0.0016646, Val MRR:0.41127, ice0003_2 +2023-05-20 19:44:37,367 - ice0003_2 - [INFO] - [E:260| 600]: Train Loss:0.0016654, Val MRR:0.41127, ice0003_2 +2023-05-20 19:46:09,887 - ice0003_2 - [INFO] - [E:260| 700]: Train Loss:0.0016666, Val MRR:0.41127, ice0003_2 +2023-05-20 19:47:52,785 - ice0003_2 - [INFO] - [E:260| 800]: Train Loss:0.0016671, Val MRR:0.41127, ice0003_2 +2023-05-20 19:49:35,426 - ice0003_2 - [INFO] - [E:260| 900]: Train Loss:0.0016678, Val MRR:0.41127, ice0003_2 +2023-05-20 19:50:47,606 - ice0003_2 - [INFO] - [Epoch:260]: Training Loss:0.001668 + +2023-05-20 19:50:47,867 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 19:51:11,067 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 19:51:33,893 - ice0003_2 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.43096, Head : 0.38434, Avg : 0.40765 + +2023-05-20 19:51:33,893 - ice0003_2 - [INFO] - [Epoch 260]: Training Loss: 0.0016684, Valid MRR: 0.41127, + + + +2023-05-20 19:51:35,091 - ice0003_2 - [INFO] - [E:261| 0]: Train Loss:0.0016683, Val MRR:0.41127, ice0003_2 +2023-05-20 19:53:16,303 - ice0003_2 - [INFO] - [E:261| 100]: Train Loss:0.0016597, Val MRR:0.41127, ice0003_2 +2023-05-20 19:54:48,396 - ice0003_2 - [INFO] - [E:261| 200]: Train Loss:0.0016604, Val MRR:0.41127, ice0003_2 +2023-05-20 19:56:30,495 - ice0003_2 - [INFO] - [E:261| 300]: Train Loss:0.0016613, Val MRR:0.41127, ice0003_2 +2023-05-20 19:58:13,480 - ice0003_2 - [INFO] - [E:261| 400]: Train Loss:0.0016631, Val MRR:0.41127, ice0003_2 +2023-05-20 19:59:55,512 - ice0003_2 - [INFO] - [E:261| 500]: Train Loss:0.0016643, Val MRR:0.41127, ice0003_2 +2023-05-20 20:01:37,884 - ice0003_2 - [INFO] - [E:261| 600]: Train Loss:0.0016654, Val MRR:0.41127, ice0003_2 +2023-05-20 20:03:10,047 - ice0003_2 - [INFO] - [E:261| 700]: Train Loss:0.0016659, Val MRR:0.41127, ice0003_2 +2023-05-20 20:04:52,565 - ice0003_2 - [INFO] - [E:261| 800]: Train Loss:0.0016665, Val MRR:0.41127, ice0003_2 +2023-05-20 20:06:33,891 - ice0003_2 - [INFO] - [E:261| 900]: Train Loss:0.0016673, Val MRR:0.41127, ice0003_2 +2023-05-20 20:07:45,343 - ice0003_2 - [INFO] - [Epoch:261]: Training Loss:0.001668 + +2023-05-20 20:07:45,743 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 20:08:08,778 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 20:08:31,767 - ice0003_2 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.43153, Head : 0.38716, Avg : 0.40934 + +2023-05-20 20:08:31,768 - ice0003_2 - [INFO] - [Epoch 261]: Training Loss: 0.0016677, Valid MRR: 0.41127, + + + +2023-05-20 20:08:32,978 - ice0003_2 - [INFO] - [E:262| 0]: Train Loss:0.0016786, Val MRR:0.41127, ice0003_2 +2023-05-20 20:10:15,225 - ice0003_2 - [INFO] - [E:262| 100]: Train Loss:0.0016601, Val MRR:0.41127, ice0003_2 +2023-05-20 20:11:47,672 - ice0003_2 - [INFO] - [E:262| 200]: Train Loss:0.0016617, Val MRR:0.41127, ice0003_2 +2023-05-20 20:13:30,385 - ice0003_2 - [INFO] - [E:262| 300]: Train Loss:0.0016619, Val MRR:0.41127, ice0003_2 +2023-05-20 20:15:12,677 - ice0003_2 - [INFO] - [E:262| 400]: Train Loss:0.0016624, Val MRR:0.41127, ice0003_2 +2023-05-20 20:16:55,115 - ice0003_2 - [INFO] - [E:262| 500]: Train Loss:0.001663, Val MRR:0.41127, ice0003_2 +2023-05-20 20:18:37,108 - ice0003_2 - [INFO] - [E:262| 600]: Train Loss:0.0016641, Val MRR:0.41127, ice0003_2 +2023-05-20 20:20:09,325 - ice0003_2 - [INFO] - [E:262| 700]: Train Loss:0.0016648, Val MRR:0.41127, ice0003_2 +2023-05-20 20:21:50,467 - ice0003_2 - [INFO] - [E:262| 800]: Train Loss:0.0016653, Val MRR:0.41127, ice0003_2 +2023-05-20 20:23:33,293 - ice0003_2 - [INFO] - [E:262| 900]: Train Loss:0.0016661, Val MRR:0.41127, ice0003_2 +2023-05-20 20:24:45,890 - ice0003_2 - [INFO] - [Epoch:262]: Training Loss:0.001667 + +2023-05-20 20:24:46,411 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 20:25:09,713 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 20:25:32,659 - ice0003_2 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.43038, Head : 0.38607, Avg : 0.40822 + +2023-05-20 20:25:32,659 - ice0003_2 - [INFO] - [Epoch 262]: Training Loss: 0.0016668, Valid MRR: 0.41127, + + + +2023-05-20 20:25:33,825 - ice0003_2 - [INFO] - [E:263| 0]: Train Loss:0.001699, Val MRR:0.41127, ice0003_2 +2023-05-20 20:27:17,073 - ice0003_2 - [INFO] - [E:263| 100]: Train Loss:0.0016621, Val MRR:0.41127, ice0003_2 +2023-05-20 20:28:49,543 - ice0003_2 - [INFO] - [E:263| 200]: Train Loss:0.0016611, Val MRR:0.41127, ice0003_2 +2023-05-20 20:30:31,900 - ice0003_2 - [INFO] - [E:263| 300]: Train Loss:0.0016607, Val MRR:0.41127, ice0003_2 +2023-05-20 20:32:17,515 - ice0003_2 - [INFO] - [E:263| 400]: Train Loss:0.0016616, Val MRR:0.41127, ice0003_2 +2023-05-20 20:34:00,422 - ice0003_2 - [INFO] - [E:263| 500]: Train Loss:0.0016635, Val MRR:0.41127, ice0003_2 +2023-05-20 20:35:41,598 - ice0003_2 - [INFO] - [E:263| 600]: Train Loss:0.0016638, Val MRR:0.41127, ice0003_2 +2023-05-20 20:37:16,402 - ice0003_2 - [INFO] - [E:263| 700]: Train Loss:0.0016645, Val MRR:0.41127, ice0003_2 +2023-05-20 20:38:56,189 - ice0003_2 - [INFO] - [E:263| 800]: Train Loss:0.0016647, Val MRR:0.41127, ice0003_2 +2023-05-20 20:40:39,421 - ice0003_2 - [INFO] - [E:263| 900]: Train Loss:0.0016649, Val MRR:0.41127, ice0003_2 +2023-05-20 20:41:52,348 - ice0003_2 - [INFO] - [Epoch:263]: Training Loss:0.001665 + +2023-05-20 20:41:52,850 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 20:42:15,946 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 20:42:38,914 - ice0003_2 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.43334, Head : 0.38651, Avg : 0.40992 + +2023-05-20 20:42:38,914 - ice0003_2 - [INFO] - [Epoch 263]: Training Loss: 0.0016653, Valid MRR: 0.41127, + + + +2023-05-20 20:42:40,106 - ice0003_2 - [INFO] - [E:264| 0]: Train Loss:0.0016468, Val MRR:0.41127, ice0003_2 +2023-05-20 20:44:22,496 - ice0003_2 - [INFO] - [E:264| 100]: Train Loss:0.0016582, Val MRR:0.41127, ice0003_2 +2023-05-20 20:46:00,188 - ice0003_2 - [INFO] - [E:264| 200]: Train Loss:0.0016602, Val MRR:0.41127, ice0003_2 +2023-05-20 20:47:38,043 - ice0003_2 - [INFO] - [E:264| 300]: Train Loss:0.00166, Val MRR:0.41127, ice0003_2 +2023-05-20 20:49:20,558 - ice0003_2 - [INFO] - [E:264| 400]: Train Loss:0.0016606, Val MRR:0.41127, ice0003_2 +2023-05-20 20:51:01,375 - ice0003_2 - [INFO] - [E:264| 500]: Train Loss:0.0016617, Val MRR:0.41127, ice0003_2 +2023-05-20 20:52:44,439 - ice0003_2 - [INFO] - [E:264| 600]: Train Loss:0.0016617, Val MRR:0.41127, ice0003_2 +2023-05-20 20:54:27,900 - ice0003_2 - [INFO] - [E:264| 700]: Train Loss:0.0016626, Val MRR:0.41127, ice0003_2 +2023-05-20 20:56:00,643 - ice0003_2 - [INFO] - [E:264| 800]: Train Loss:0.0016632, Val MRR:0.41127, ice0003_2 +2023-05-20 20:57:42,992 - ice0003_2 - [INFO] - [E:264| 900]: Train Loss:0.0016634, Val MRR:0.41127, ice0003_2 +2023-05-20 20:58:55,131 - ice0003_2 - [INFO] - [Epoch:264]: Training Loss:0.001664 + +2023-05-20 20:58:55,534 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 20:59:19,331 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 20:59:41,966 - ice0003_2 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.43148, Head : 0.38361, Avg : 0.40754 + +2023-05-20 20:59:41,966 - ice0003_2 - [INFO] - [Epoch 264]: Training Loss: 0.0016644, Valid MRR: 0.41127, + + + +2023-05-20 20:59:43,115 - ice0003_2 - [INFO] - [E:265| 0]: Train Loss:0.0016221, Val MRR:0.41127, ice0003_2 +2023-05-20 21:01:26,486 - ice0003_2 - [INFO] - [E:265| 100]: Train Loss:0.0016602, Val MRR:0.41127, ice0003_2 +2023-05-20 21:03:10,064 - ice0003_2 - [INFO] - [E:265| 200]: Train Loss:0.0016603, Val MRR:0.41127, ice0003_2 +2023-05-20 21:04:42,097 - ice0003_2 - [INFO] - [E:265| 300]: Train Loss:0.00166, Val MRR:0.41127, ice0003_2 +2023-05-20 21:06:23,833 - ice0003_2 - [INFO] - [E:265| 400]: Train Loss:0.0016602, Val MRR:0.41127, ice0003_2 +2023-05-20 21:08:06,537 - ice0003_2 - [INFO] - [E:265| 500]: Train Loss:0.001661, Val MRR:0.41127, ice0003_2 +2023-05-20 21:09:48,776 - ice0003_2 - [INFO] - [E:265| 600]: Train Loss:0.0016614, Val MRR:0.41127, ice0003_2 +2023-05-20 21:11:31,902 - ice0003_2 - [INFO] - [E:265| 700]: Train Loss:0.0016618, Val MRR:0.41127, ice0003_2 +2023-05-20 21:13:05,003 - ice0003_2 - [INFO] - [E:265| 800]: Train Loss:0.0016621, Val MRR:0.41127, ice0003_2 +2023-05-20 21:14:48,057 - ice0003_2 - [INFO] - [E:265| 900]: Train Loss:0.0016626, Val MRR:0.41127, ice0003_2 +2023-05-20 21:16:00,556 - ice0003_2 - [INFO] - [Epoch:265]: Training Loss:0.001663 + +2023-05-20 21:16:00,919 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 21:16:24,449 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 21:16:47,601 - ice0003_2 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.43069, Head : 0.38568, Avg : 0.40818 + +2023-05-20 21:16:47,602 - ice0003_2 - [INFO] - [Epoch 265]: Training Loss: 0.001663, Valid MRR: 0.41127, + + + +2023-05-20 21:16:48,811 - ice0003_2 - [INFO] - [E:266| 0]: Train Loss:0.0016693, Val MRR:0.41127, ice0003_2 +2023-05-20 21:18:31,476 - ice0003_2 - [INFO] - [E:266| 100]: Train Loss:0.0016578, Val MRR:0.41127, ice0003_2 +2023-05-20 21:20:15,361 - ice0003_2 - [INFO] - [E:266| 200]: Train Loss:0.0016584, Val MRR:0.41127, ice0003_2 +2023-05-20 21:21:47,671 - ice0003_2 - [INFO] - [E:266| 300]: Train Loss:0.0016576, Val MRR:0.41127, ice0003_2 +2023-05-20 21:23:30,236 - ice0003_2 - [INFO] - [E:266| 400]: Train Loss:0.0016579, Val MRR:0.41127, ice0003_2 +2023-05-20 21:25:12,686 - ice0003_2 - [INFO] - [E:266| 500]: Train Loss:0.0016585, Val MRR:0.41127, ice0003_2 +2023-05-20 21:26:55,676 - ice0003_2 - [INFO] - [E:266| 600]: Train Loss:0.0016585, Val MRR:0.41127, ice0003_2 +2023-05-20 21:28:38,905 - ice0003_2 - [INFO] - [E:266| 700]: Train Loss:0.0016594, Val MRR:0.41127, ice0003_2 +2023-05-20 21:30:11,927 - ice0003_2 - [INFO] - [E:266| 800]: Train Loss:0.0016605, Val MRR:0.41127, ice0003_2 +2023-05-20 21:31:54,752 - ice0003_2 - [INFO] - [E:266| 900]: Train Loss:0.0016607, Val MRR:0.41127, ice0003_2 +2023-05-20 21:33:06,331 - ice0003_2 - [INFO] - [Epoch:266]: Training Loss:0.001661 + +2023-05-20 21:33:06,727 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 21:33:29,773 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 21:33:52,670 - ice0003_2 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.43801, Head : 0.38748, Avg : 0.41275 + +2023-05-20 21:33:54,014 - ice0003_2 - [INFO] - [Epoch 266]: Training Loss: 0.001661, Valid MRR: 0.41275, + + + +2023-05-20 21:33:54,983 - ice0003_2 - [INFO] - [E:267| 0]: Train Loss:0.0016269, Val MRR:0.41275, ice0003_2 +2023-05-20 21:35:36,902 - ice0003_2 - [INFO] - [E:267| 100]: Train Loss:0.0016542, Val MRR:0.41275, ice0003_2 +2023-05-20 21:37:19,275 - ice0003_2 - [INFO] - [E:267| 200]: Train Loss:0.0016557, Val MRR:0.41275, ice0003_2 +2023-05-20 21:38:51,857 - ice0003_2 - [INFO] - [E:267| 300]: Train Loss:0.001657, Val MRR:0.41275, ice0003_2 +2023-05-20 21:40:34,467 - ice0003_2 - [INFO] - [E:267| 400]: Train Loss:0.0016559, Val MRR:0.41275, ice0003_2 +2023-05-20 21:42:17,488 - ice0003_2 - [INFO] - [E:267| 500]: Train Loss:0.0016574, Val MRR:0.41275, ice0003_2 +2023-05-20 21:44:00,155 - ice0003_2 - [INFO] - [E:267| 600]: Train Loss:0.001658, Val MRR:0.41275, ice0003_2 +2023-05-20 21:45:43,019 - ice0003_2 - [INFO] - [E:267| 700]: Train Loss:0.0016587, Val MRR:0.41275, ice0003_2 +2023-05-20 21:47:15,590 - ice0003_2 - [INFO] - [E:267| 800]: Train Loss:0.0016591, Val MRR:0.41275, ice0003_2 +2023-05-20 21:48:58,155 - ice0003_2 - [INFO] - [E:267| 900]: Train Loss:0.0016597, Val MRR:0.41275, ice0003_2 +2023-05-20 21:50:10,423 - ice0003_2 - [INFO] - [Epoch:267]: Training Loss:0.00166 + +2023-05-20 21:50:10,818 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 21:50:34,372 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 21:50:57,446 - ice0003_2 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.43447, Head : 0.38589, Avg : 0.41018 + +2023-05-20 21:50:57,447 - ice0003_2 - [INFO] - [Epoch 267]: Training Loss: 0.0016603, Valid MRR: 0.41275, + + + +2023-05-20 21:50:58,479 - ice0003_2 - [INFO] - [E:268| 0]: Train Loss:0.0016748, Val MRR:0.41275, ice0003_2 +2023-05-20 21:52:41,205 - ice0003_2 - [INFO] - [E:268| 100]: Train Loss:0.001657, Val MRR:0.41275, ice0003_2 +2023-05-20 21:54:24,279 - ice0003_2 - [INFO] - [E:268| 200]: Train Loss:0.0016559, Val MRR:0.41275, ice0003_2 +2023-05-20 21:55:56,399 - ice0003_2 - [INFO] - [E:268| 300]: Train Loss:0.0016564, Val MRR:0.41275, ice0003_2 +2023-05-20 21:57:39,357 - ice0003_2 - [INFO] - [E:268| 400]: Train Loss:0.0016572, Val MRR:0.41275, ice0003_2 +2023-05-20 21:59:22,720 - ice0003_2 - [INFO] - [E:268| 500]: Train Loss:0.0016574, Val MRR:0.41275, ice0003_2 +2023-05-20 22:01:06,095 - ice0003_2 - [INFO] - [E:268| 600]: Train Loss:0.0016578, Val MRR:0.41275, ice0003_2 +2023-05-20 22:02:47,614 - ice0003_2 - [INFO] - [E:268| 700]: Train Loss:0.0016583, Val MRR:0.41275, ice0003_2 +2023-05-20 22:04:26,532 - ice0003_2 - [INFO] - [E:268| 800]: Train Loss:0.0016585, Val MRR:0.41275, ice0003_2 +2023-05-20 22:06:03,104 - ice0003_2 - [INFO] - [E:268| 900]: Train Loss:0.0016588, Val MRR:0.41275, ice0003_2 +2023-05-20 22:07:15,868 - ice0003_2 - [INFO] - [Epoch:268]: Training Loss:0.001659 + +2023-05-20 22:07:16,298 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 22:07:39,690 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 22:08:02,940 - ice0003_2 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.43351, Head : 0.38605, Avg : 0.40978 + +2023-05-20 22:08:02,940 - ice0003_2 - [INFO] - [Epoch 268]: Training Loss: 0.0016591, Valid MRR: 0.41275, + + + +2023-05-20 22:08:03,815 - ice0003_2 - [INFO] - [E:269| 0]: Train Loss:0.0016191, Val MRR:0.41275, ice0003_2 +2023-05-20 22:09:49,497 - ice0003_2 - [INFO] - [E:269| 100]: Train Loss:0.0016524, Val MRR:0.41275, ice0003_2 +2023-05-20 22:11:31,981 - ice0003_2 - [INFO] - [E:269| 200]: Train Loss:0.0016528, Val MRR:0.41275, ice0003_2 +2023-05-20 22:13:14,171 - ice0003_2 - [INFO] - [E:269| 300]: Train Loss:0.0016529, Val MRR:0.41275, ice0003_2 +2023-05-20 22:14:47,202 - ice0003_2 - [INFO] - [E:269| 400]: Train Loss:0.001654, Val MRR:0.41275, ice0003_2 +2023-05-20 22:16:29,230 - ice0003_2 - [INFO] - [E:269| 500]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2 +2023-05-20 22:18:11,407 - ice0003_2 - [INFO] - [E:269| 600]: Train Loss:0.001654, Val MRR:0.41275, ice0003_2 +2023-05-20 22:19:54,903 - ice0003_2 - [INFO] - [E:269| 700]: Train Loss:0.0016553, Val MRR:0.41275, ice0003_2 +2023-05-20 22:21:38,208 - ice0003_2 - [INFO] - [E:269| 800]: Train Loss:0.0016561, Val MRR:0.41275, ice0003_2 +2023-05-20 22:23:10,581 - ice0003_2 - [INFO] - [E:269| 900]: Train Loss:0.0016566, Val MRR:0.41275, ice0003_2 +2023-05-20 22:24:23,093 - ice0003_2 - [INFO] - [Epoch:269]: Training Loss:0.001657 + +2023-05-20 22:24:23,372 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 22:24:46,459 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 22:25:09,469 - ice0003_2 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.4325, Head : 0.38806, Avg : 0.41028 + MR: Tail : 524.13, Head : 539.67, Avg : 531.9 + Hit-1: Tail : 0.33111, Head : 0.28705, Avg : 0.30908 + Hit-3: Tail : 0.48501, Head : 0.43634, Avg : 0.46067 + Hit-10: Tail : 0.63017, Head : 0.58842, Avg : 0.6093 +2023-05-20 22:25:09,469 - ice0003_2 - [INFO] - [Epoch 269]: Training Loss: 0.0016574, Valid MRR: 0.41275, + + + +2023-05-20 22:25:10,503 - ice0003_2 - [INFO] - [E:270| 0]: Train Loss:0.0016452, Val MRR:0.41275, ice0003_2 +2023-05-20 22:26:52,073 - ice0003_2 - [INFO] - [E:270| 100]: Train Loss:0.0016516, Val MRR:0.41275, ice0003_2 +2023-05-20 22:28:34,595 - ice0003_2 - [INFO] - [E:270| 200]: Train Loss:0.0016532, Val MRR:0.41275, ice0003_2 +2023-05-20 22:30:16,597 - ice0003_2 - [INFO] - [E:270| 300]: Train Loss:0.0016533, Val MRR:0.41275, ice0003_2 +2023-05-20 22:31:48,077 - ice0003_2 - [INFO] - [E:270| 400]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2 +2023-05-20 22:33:30,798 - ice0003_2 - [INFO] - [E:270| 500]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2 +2023-05-20 22:35:14,241 - ice0003_2 - [INFO] - [E:270| 600]: Train Loss:0.0016546, Val MRR:0.41275, ice0003_2 +2023-05-20 22:36:58,089 - ice0003_2 - [INFO] - [E:270| 700]: Train Loss:0.0016549, Val MRR:0.41275, ice0003_2 +2023-05-20 22:38:40,684 - ice0003_2 - [INFO] - [E:270| 800]: Train Loss:0.0016558, Val MRR:0.41275, ice0003_2 +2023-05-20 22:40:13,011 - ice0003_2 - [INFO] - [E:270| 900]: Train Loss:0.0016559, Val MRR:0.41275, ice0003_2 +2023-05-20 22:41:24,987 - ice0003_2 - [INFO] - [Epoch:270]: Training Loss:0.001656 + +2023-05-20 22:41:25,359 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 22:41:48,987 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 22:42:12,168 - ice0003_2 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.43705, Head : 0.38782, Avg : 0.41244 + +2023-05-20 22:42:12,168 - ice0003_2 - [INFO] - [Epoch 270]: Training Loss: 0.0016562, Valid MRR: 0.41275, + + + +2023-05-20 22:42:13,170 - ice0003_2 - [INFO] - [E:271| 0]: Train Loss:0.0016252, Val MRR:0.41275, ice0003_2 +2023-05-20 22:43:56,088 - ice0003_2 - [INFO] - [E:271| 100]: Train Loss:0.0016484, Val MRR:0.41275, ice0003_2 +2023-05-20 22:45:37,577 - ice0003_2 - [INFO] - [E:271| 200]: Train Loss:0.0016489, Val MRR:0.41275, ice0003_2 +2023-05-20 22:47:20,068 - ice0003_2 - [INFO] - [E:271| 300]: Train Loss:0.0016509, Val MRR:0.41275, ice0003_2 +2023-05-20 22:48:52,731 - ice0003_2 - [INFO] - [E:271| 400]: Train Loss:0.0016512, Val MRR:0.41275, ice0003_2 +2023-05-20 22:50:34,730 - ice0003_2 - [INFO] - [E:271| 500]: Train Loss:0.0016517, Val MRR:0.41275, ice0003_2 +2023-05-20 22:52:16,772 - ice0003_2 - [INFO] - [E:271| 600]: Train Loss:0.0016526, Val MRR:0.41275, ice0003_2 +2023-05-20 22:53:58,426 - ice0003_2 - [INFO] - [E:271| 700]: Train Loss:0.0016534, Val MRR:0.41275, ice0003_2 +2023-05-20 22:55:40,543 - ice0003_2 - [INFO] - [E:271| 800]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2 +2023-05-20 22:57:16,315 - ice0003_2 - [INFO] - [E:271| 900]: Train Loss:0.0016545, Val MRR:0.41275, ice0003_2 +2023-05-20 22:58:26,987 - ice0003_2 - [INFO] - [Epoch:271]: Training Loss:0.001655 + +2023-05-20 22:58:27,364 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 22:58:50,543 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 22:59:13,394 - ice0003_2 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.43137, Head : 0.38825, Avg : 0.40981 + +2023-05-20 22:59:13,394 - ice0003_2 - [INFO] - [Epoch 271]: Training Loss: 0.0016552, Valid MRR: 0.41275, + + + +2023-05-20 22:59:14,228 - ice0003_2 - [INFO] - [E:272| 0]: Train Loss:0.0016506, Val MRR:0.41275, ice0003_2 +2023-05-20 23:00:55,453 - ice0003_2 - [INFO] - [E:272| 100]: Train Loss:0.0016489, Val MRR:0.41275, ice0003_2 +2023-05-20 23:02:37,639 - ice0003_2 - [INFO] - [E:272| 200]: Train Loss:0.0016485, Val MRR:0.41275, ice0003_2 +2023-05-20 23:04:20,041 - ice0003_2 - [INFO] - [E:272| 300]: Train Loss:0.0016498, Val MRR:0.41275, ice0003_2 +2023-05-20 23:05:53,800 - ice0003_2 - [INFO] - [E:272| 400]: Train Loss:0.0016514, Val MRR:0.41275, ice0003_2 +2023-05-20 23:07:35,147 - ice0003_2 - [INFO] - [E:272| 500]: Train Loss:0.0016518, Val MRR:0.41275, ice0003_2 +2023-05-20 23:09:18,044 - ice0003_2 - [INFO] - [E:272| 600]: Train Loss:0.0016521, Val MRR:0.41275, ice0003_2 +2023-05-20 23:11:01,576 - ice0003_2 - [INFO] - [E:272| 700]: Train Loss:0.0016529, Val MRR:0.41275, ice0003_2 +2023-05-20 23:12:44,977 - ice0003_2 - [INFO] - [E:272| 800]: Train Loss:0.0016531, Val MRR:0.41275, ice0003_2 +2023-05-20 23:14:26,376 - ice0003_2 - [INFO] - [E:272| 900]: Train Loss:0.0016539, Val MRR:0.41275, ice0003_2 +2023-05-20 23:15:28,690 - ice0003_2 - [INFO] - [Epoch:272]: Training Loss:0.001654 + +2023-05-20 23:15:29,069 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 23:15:52,746 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 23:16:15,483 - ice0003_2 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.43547, Head : 0.38675, Avg : 0.41111 + +2023-05-20 23:16:15,483 - ice0003_2 - [INFO] - [Epoch 272]: Training Loss: 0.0016541, Valid MRR: 0.41275, + + + +2023-05-20 23:16:16,686 - ice0003_2 - [INFO] - [E:273| 0]: Train Loss:0.0016498, Val MRR:0.41275, ice0003_2 +2023-05-20 23:17:58,862 - ice0003_2 - [INFO] - [E:273| 100]: Train Loss:0.0016485, Val MRR:0.41275, ice0003_2 +2023-05-20 23:19:40,903 - ice0003_2 - [INFO] - [E:273| 200]: Train Loss:0.0016484, Val MRR:0.41275, ice0003_2 +2023-05-20 23:21:23,258 - ice0003_2 - [INFO] - [E:273| 300]: Train Loss:0.0016489, Val MRR:0.41275, ice0003_2 +2023-05-20 23:23:05,223 - ice0003_2 - [INFO] - [E:273| 400]: Train Loss:0.0016504, Val MRR:0.41275, ice0003_2 +2023-05-20 23:24:38,283 - ice0003_2 - [INFO] - [E:273| 500]: Train Loss:0.0016513, Val MRR:0.41275, ice0003_2 +2023-05-20 23:26:20,578 - ice0003_2 - [INFO] - [E:273| 600]: Train Loss:0.0016515, Val MRR:0.41275, ice0003_2 +2023-05-20 23:28:02,499 - ice0003_2 - [INFO] - [E:273| 700]: Train Loss:0.0016514, Val MRR:0.41275, ice0003_2 +2023-05-20 23:29:43,645 - ice0003_2 - [INFO] - [E:273| 800]: Train Loss:0.0016517, Val MRR:0.41275, ice0003_2 +2023-05-20 23:31:27,110 - ice0003_2 - [INFO] - [E:273| 900]: Train Loss:0.0016521, Val MRR:0.41275, ice0003_2 +2023-05-20 23:32:29,632 - ice0003_2 - [INFO] - [Epoch:273]: Training Loss:0.001652 + +2023-05-20 23:32:29,964 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 23:32:53,756 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 23:33:16,813 - ice0003_2 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.43518, Head : 0.38809, Avg : 0.41164 + +2023-05-20 23:33:16,813 - ice0003_2 - [INFO] - [Epoch 273]: Training Loss: 0.0016525, Valid MRR: 0.41275, + + + +2023-05-20 23:33:17,733 - ice0003_2 - [INFO] - [E:274| 0]: Train Loss:0.0016088, Val MRR:0.41275, ice0003_2 +2023-05-20 23:35:01,069 - ice0003_2 - [INFO] - [E:274| 100]: Train Loss:0.0016474, Val MRR:0.41275, ice0003_2 +2023-05-20 23:36:43,737 - ice0003_2 - [INFO] - [E:274| 200]: Train Loss:0.0016461, Val MRR:0.41275, ice0003_2 +2023-05-20 23:38:26,694 - ice0003_2 - [INFO] - [E:274| 300]: Train Loss:0.0016466, Val MRR:0.41275, ice0003_2 +2023-05-20 23:40:09,906 - ice0003_2 - [INFO] - [E:274| 400]: Train Loss:0.0016469, Val MRR:0.41275, ice0003_2 +2023-05-20 23:41:42,587 - ice0003_2 - [INFO] - [E:274| 500]: Train Loss:0.0016473, Val MRR:0.41275, ice0003_2 +2023-05-20 23:43:24,670 - ice0003_2 - [INFO] - [E:274| 600]: Train Loss:0.0016487, Val MRR:0.41275, ice0003_2 +2023-05-20 23:45:08,718 - ice0003_2 - [INFO] - [E:274| 700]: Train Loss:0.0016495, Val MRR:0.41275, ice0003_2 +2023-05-20 23:46:52,272 - ice0003_2 - [INFO] - [E:274| 800]: Train Loss:0.0016502, Val MRR:0.41275, ice0003_2 +2023-05-20 23:48:35,179 - ice0003_2 - [INFO] - [E:274| 900]: Train Loss:0.001651, Val MRR:0.41275, ice0003_2 +2023-05-20 23:49:38,414 - ice0003_2 - [INFO] - [Epoch:274]: Training Loss:0.001651 + +2023-05-20 23:49:38,631 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-20 23:50:01,105 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-20 23:50:24,331 - ice0003_2 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.43321, Head : 0.38708, Avg : 0.41015 + +2023-05-20 23:50:24,331 - ice0003_2 - [INFO] - [Epoch 274]: Training Loss: 0.0016514, Valid MRR: 0.41275, + + + +2023-05-20 23:50:25,125 - ice0003_2 - [INFO] - [E:275| 0]: Train Loss:0.0016429, Val MRR:0.41275, ice0003_2 +2023-05-20 23:52:08,099 - ice0003_2 - [INFO] - [E:275| 100]: Train Loss:0.0016426, Val MRR:0.41275, ice0003_2 +2023-05-20 23:53:50,827 - ice0003_2 - [INFO] - [E:275| 200]: Train Loss:0.0016453, Val MRR:0.41275, ice0003_2 +2023-05-20 23:55:33,872 - ice0003_2 - [INFO] - [E:275| 300]: Train Loss:0.0016462, Val MRR:0.41275, ice0003_2 +2023-05-20 23:57:14,985 - ice0003_2 - [INFO] - [E:275| 400]: Train Loss:0.0016471, Val MRR:0.41275, ice0003_2 +2023-05-20 23:58:46,274 - ice0003_2 - [INFO] - [E:275| 500]: Train Loss:0.0016476, Val MRR:0.41275, ice0003_2 +2023-05-21 00:00:29,295 - ice0003_2 - [INFO] - [E:275| 600]: Train Loss:0.0016475, Val MRR:0.41275, ice0003_2 +2023-05-21 00:02:12,055 - ice0003_2 - [INFO] - [E:275| 700]: Train Loss:0.0016481, Val MRR:0.41275, ice0003_2 +2023-05-21 00:03:54,024 - ice0003_2 - [INFO] - [E:275| 800]: Train Loss:0.001649, Val MRR:0.41275, ice0003_2 +2023-05-21 00:05:37,494 - ice0003_2 - [INFO] - [E:275| 900]: Train Loss:0.0016499, Val MRR:0.41275, ice0003_2 +2023-05-21 00:06:49,503 - ice0003_2 - [INFO] - [Epoch:275]: Training Loss:0.00165 + +2023-05-21 00:06:50,000 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 00:07:04,033 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 00:07:24,415 - ice0003_2 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.43287, Head : 0.38798, Avg : 0.41042 + +2023-05-21 00:07:24,415 - ice0003_2 - [INFO] - [Epoch 275]: Training Loss: 0.0016503, Valid MRR: 0.41275, + + + +2023-05-21 00:07:25,281 - ice0003_2 - [INFO] - [E:276| 0]: Train Loss:0.001661, Val MRR:0.41275, ice0003_2 +2023-05-21 00:09:07,700 - ice0003_2 - [INFO] - [E:276| 100]: Train Loss:0.0016461, Val MRR:0.41275, ice0003_2 +2023-05-21 00:10:49,981 - ice0003_2 - [INFO] - [E:276| 200]: Train Loss:0.0016452, Val MRR:0.41275, ice0003_2 +2023-05-21 00:12:30,394 - ice0003_2 - [INFO] - [E:276| 300]: Train Loss:0.0016453, Val MRR:0.41275, ice0003_2 +2023-05-21 00:14:13,496 - ice0003_2 - [INFO] - [E:276| 400]: Train Loss:0.0016464, Val MRR:0.41275, ice0003_2 +2023-05-21 00:15:46,586 - ice0003_2 - [INFO] - [E:276| 500]: Train Loss:0.001647, Val MRR:0.41275, ice0003_2 +2023-05-21 00:17:28,141 - ice0003_2 - [INFO] - [E:276| 600]: Train Loss:0.0016473, Val MRR:0.41275, ice0003_2 +2023-05-21 00:19:10,607 - ice0003_2 - [INFO] - [E:276| 700]: Train Loss:0.0016476, Val MRR:0.41275, ice0003_2 +2023-05-21 00:20:53,367 - ice0003_2 - [INFO] - [E:276| 800]: Train Loss:0.0016478, Val MRR:0.41275, ice0003_2 +2023-05-21 00:22:35,501 - ice0003_2 - [INFO] - [E:276| 900]: Train Loss:0.0016485, Val MRR:0.41275, ice0003_2 +2023-05-21 00:23:47,526 - ice0003_2 - [INFO] - [Epoch:276]: Training Loss:0.001649 + +2023-05-21 00:23:47,943 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 00:24:11,381 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 00:24:27,493 - ice0003_2 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.43629, Head : 0.39092, Avg : 0.4136 + +2023-05-21 00:24:29,105 - ice0003_2 - [INFO] - [Epoch 276]: Training Loss: 0.0016488, Valid MRR: 0.4136, + + + +2023-05-21 00:24:29,754 - ice0003_2 - [INFO] - [E:277| 0]: Train Loss:0.0016515, Val MRR:0.4136, ice0003_2 +2023-05-21 00:26:08,675 - ice0003_2 - [INFO] - [E:277| 100]: Train Loss:0.0016432, Val MRR:0.4136, ice0003_2 +2023-05-21 00:27:49,547 - ice0003_2 - [INFO] - [E:277| 200]: Train Loss:0.0016436, Val MRR:0.4136, ice0003_2 +2023-05-21 00:29:31,705 - ice0003_2 - [INFO] - [E:277| 300]: Train Loss:0.0016443, Val MRR:0.4136, ice0003_2 +2023-05-21 00:31:14,454 - ice0003_2 - [INFO] - [E:277| 400]: Train Loss:0.0016442, Val MRR:0.4136, ice0003_2 +2023-05-21 00:32:57,197 - ice0003_2 - [INFO] - [E:277| 500]: Train Loss:0.0016448, Val MRR:0.4136, ice0003_2 +2023-05-21 00:34:33,487 - ice0003_2 - [INFO] - [E:277| 600]: Train Loss:0.0016452, Val MRR:0.4136, ice0003_2 +2023-05-21 00:36:16,075 - ice0003_2 - [INFO] - [E:277| 700]: Train Loss:0.0016461, Val MRR:0.4136, ice0003_2 +2023-05-21 00:37:58,617 - ice0003_2 - [INFO] - [E:277| 800]: Train Loss:0.0016466, Val MRR:0.4136, ice0003_2 +2023-05-21 00:39:41,044 - ice0003_2 - [INFO] - [E:277| 900]: Train Loss:0.0016469, Val MRR:0.4136, ice0003_2 +2023-05-21 00:40:52,570 - ice0003_2 - [INFO] - [Epoch:277]: Training Loss:0.001647 + +2023-05-21 00:40:52,964 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 00:41:16,075 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 00:41:39,042 - ice0003_2 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.43443, Head : 0.38818, Avg : 0.41131 + +2023-05-21 00:41:39,043 - ice0003_2 - [INFO] - [Epoch 277]: Training Loss: 0.0016473, Valid MRR: 0.4136, + + + +2023-05-21 00:41:40,217 - ice0003_2 - [INFO] - [E:278| 0]: Train Loss:0.0015852, Val MRR:0.4136, ice0003_2 +2023-05-21 00:43:13,073 - ice0003_2 - [INFO] - [E:278| 100]: Train Loss:0.0016409, Val MRR:0.4136, ice0003_2 +2023-05-21 00:44:56,493 - ice0003_2 - [INFO] - [E:278| 200]: Train Loss:0.0016432, Val MRR:0.4136, ice0003_2 +2023-05-21 00:46:39,147 - ice0003_2 - [INFO] - [E:278| 300]: Train Loss:0.001643, Val MRR:0.4136, ice0003_2 +2023-05-21 00:48:21,543 - ice0003_2 - [INFO] - [E:278| 400]: Train Loss:0.0016437, Val MRR:0.4136, ice0003_2 +2023-05-21 00:50:04,224 - ice0003_2 - [INFO] - [E:278| 500]: Train Loss:0.0016443, Val MRR:0.4136, ice0003_2 +2023-05-21 00:51:36,243 - ice0003_2 - [INFO] - [E:278| 600]: Train Loss:0.0016449, Val MRR:0.4136, ice0003_2 +2023-05-21 00:53:18,948 - ice0003_2 - [INFO] - [E:278| 700]: Train Loss:0.001645, Val MRR:0.4136, ice0003_2 +2023-05-21 00:55:01,044 - ice0003_2 - [INFO] - [E:278| 800]: Train Loss:0.0016455, Val MRR:0.4136, ice0003_2 +2023-05-21 00:56:42,275 - ice0003_2 - [INFO] - [E:278| 900]: Train Loss:0.0016455, Val MRR:0.4136, ice0003_2 +2023-05-21 00:57:54,332 - ice0003_2 - [INFO] - [Epoch:278]: Training Loss:0.001646 + +2023-05-21 00:57:54,680 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 00:58:17,592 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 00:58:40,545 - ice0003_2 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.43288, Head : 0.38582, Avg : 0.40935 + +2023-05-21 00:58:40,546 - ice0003_2 - [INFO] - [Epoch 278]: Training Loss: 0.0016458, Valid MRR: 0.4136, + + + +2023-05-21 00:58:41,757 - ice0003_2 - [INFO] - [E:279| 0]: Train Loss:0.0016431, Val MRR:0.4136, ice0003_2 +2023-05-21 01:00:14,328 - ice0003_2 - [INFO] - [E:279| 100]: Train Loss:0.00164, Val MRR:0.4136, ice0003_2 +2023-05-21 01:01:57,497 - ice0003_2 - [INFO] - [E:279| 200]: Train Loss:0.0016405, Val MRR:0.4136, ice0003_2 +2023-05-21 01:03:40,566 - ice0003_2 - [INFO] - [E:279| 300]: Train Loss:0.0016402, Val MRR:0.4136, ice0003_2 +2023-05-21 01:05:23,181 - ice0003_2 - [INFO] - [E:279| 400]: Train Loss:0.0016413, Val MRR:0.4136, ice0003_2 +2023-05-21 01:07:06,161 - ice0003_2 - [INFO] - [E:279| 500]: Train Loss:0.0016422, Val MRR:0.4136, ice0003_2 +2023-05-21 01:08:38,452 - ice0003_2 - [INFO] - [E:279| 600]: Train Loss:0.0016425, Val MRR:0.4136, ice0003_2 +2023-05-21 01:10:19,744 - ice0003_2 - [INFO] - [E:279| 700]: Train Loss:0.0016432, Val MRR:0.4136, ice0003_2 +2023-05-21 01:12:02,340 - ice0003_2 - [INFO] - [E:279| 800]: Train Loss:0.0016435, Val MRR:0.4136, ice0003_2 +2023-05-21 01:13:44,554 - ice0003_2 - [INFO] - [E:279| 900]: Train Loss:0.0016442, Val MRR:0.4136, ice0003_2 +2023-05-21 01:14:56,780 - ice0003_2 - [INFO] - [Epoch:279]: Training Loss:0.001645 + +2023-05-21 01:14:57,042 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 01:15:20,765 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 01:15:44,407 - ice0003_2 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.43001, Head : 0.3852, Avg : 0.4076 + MR: Tail : 571.28, Head : 574.34, Avg : 572.81 + Hit-1: Tail : 0.3305, Head : 0.28438, Avg : 0.30744 + Hit-3: Tail : 0.48137, Head : 0.43331, Avg : 0.45734 + Hit-10: Tail : 0.6201, Head : 0.58284, Avg : 0.60147 +2023-05-21 01:15:44,407 - ice0003_2 - [INFO] - [Epoch 279]: Training Loss: 0.0016449, Valid MRR: 0.4136, + + + +2023-05-21 01:15:45,195 - ice0003_2 - [INFO] - [E:280| 0]: Train Loss:0.001656, Val MRR:0.4136, ice0003_2 +2023-05-21 01:17:17,461 - ice0003_2 - [INFO] - [E:280| 100]: Train Loss:0.0016359, Val MRR:0.4136, ice0003_2 +2023-05-21 01:18:59,900 - ice0003_2 - [INFO] - [E:280| 200]: Train Loss:0.0016382, Val MRR:0.4136, ice0003_2 +2023-05-21 01:20:42,368 - ice0003_2 - [INFO] - [E:280| 300]: Train Loss:0.001639, Val MRR:0.4136, ice0003_2 +2023-05-21 01:22:27,239 - ice0003_2 - [INFO] - [E:280| 400]: Train Loss:0.0016391, Val MRR:0.4136, ice0003_2 +2023-05-21 01:24:07,931 - ice0003_2 - [INFO] - [E:280| 500]: Train Loss:0.0016404, Val MRR:0.4136, ice0003_2 +2023-05-21 01:25:42,772 - ice0003_2 - [INFO] - [E:280| 600]: Train Loss:0.0016406, Val MRR:0.4136, ice0003_2 +2023-05-21 01:27:21,542 - ice0003_2 - [INFO] - [E:280| 700]: Train Loss:0.0016416, Val MRR:0.4136, ice0003_2 +2023-05-21 01:29:03,554 - ice0003_2 - [INFO] - [E:280| 800]: Train Loss:0.001642, Val MRR:0.4136, ice0003_2 +2023-05-21 01:30:45,712 - ice0003_2 - [INFO] - [E:280| 900]: Train Loss:0.0016424, Val MRR:0.4136, ice0003_2 +2023-05-21 01:31:57,839 - ice0003_2 - [INFO] - [Epoch:280]: Training Loss:0.001643 + +2023-05-21 01:31:58,180 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 01:32:21,959 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 01:32:44,771 - ice0003_2 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.43543, Head : 0.38727, Avg : 0.41135 + +2023-05-21 01:32:44,772 - ice0003_2 - [INFO] - [Epoch 280]: Training Loss: 0.001643, Valid MRR: 0.4136, + + + +2023-05-21 01:32:45,829 - ice0003_2 - [INFO] - [E:281| 0]: Train Loss:0.0016554, Val MRR:0.4136, ice0003_2 +2023-05-21 01:34:24,511 - ice0003_2 - [INFO] - [E:281| 100]: Train Loss:0.0016381, Val MRR:0.4136, ice0003_2 +2023-05-21 01:36:00,912 - ice0003_2 - [INFO] - [E:281| 200]: Train Loss:0.0016376, Val MRR:0.4136, ice0003_2 +2023-05-21 01:37:42,703 - ice0003_2 - [INFO] - [E:281| 300]: Train Loss:0.0016377, Val MRR:0.4136, ice0003_2 +2023-05-21 01:39:22,720 - ice0003_2 - [INFO] - [E:281| 400]: Train Loss:0.0016381, Val MRR:0.4136, ice0003_2 +2023-05-21 01:41:04,515 - ice0003_2 - [INFO] - [E:281| 500]: Train Loss:0.0016386, Val MRR:0.4136, ice0003_2 +2023-05-21 01:42:47,249 - ice0003_2 - [INFO] - [E:281| 600]: Train Loss:0.0016395, Val MRR:0.4136, ice0003_2 +2023-05-21 01:44:20,020 - ice0003_2 - [INFO] - [E:281| 700]: Train Loss:0.0016404, Val MRR:0.4136, ice0003_2 +2023-05-21 01:46:03,214 - ice0003_2 - [INFO] - [E:281| 800]: Train Loss:0.0016406, Val MRR:0.4136, ice0003_2 +2023-05-21 01:47:46,134 - ice0003_2 - [INFO] - [E:281| 900]: Train Loss:0.0016411, Val MRR:0.4136, ice0003_2 +2023-05-21 01:48:58,486 - ice0003_2 - [INFO] - [Epoch:281]: Training Loss:0.001642 + +2023-05-21 01:48:58,847 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 01:49:22,360 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 01:49:45,228 - ice0003_2 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.43335, Head : 0.38787, Avg : 0.41061 + +2023-05-21 01:49:45,228 - ice0003_2 - [INFO] - [Epoch 281]: Training Loss: 0.0016416, Valid MRR: 0.4136, + + + +2023-05-21 01:49:46,274 - ice0003_2 - [INFO] - [E:282| 0]: Train Loss:0.0016452, Val MRR:0.4136, ice0003_2 +2023-05-21 01:51:29,009 - ice0003_2 - [INFO] - [E:282| 100]: Train Loss:0.0016352, Val MRR:0.4136, ice0003_2 +2023-05-21 01:53:00,587 - ice0003_2 - [INFO] - [E:282| 200]: Train Loss:0.0016349, Val MRR:0.4136, ice0003_2 +2023-05-21 01:54:42,219 - ice0003_2 - [INFO] - [E:282| 300]: Train Loss:0.0016361, Val MRR:0.4136, ice0003_2 +2023-05-21 01:56:24,192 - ice0003_2 - [INFO] - [E:282| 400]: Train Loss:0.0016374, Val MRR:0.4136, ice0003_2 +2023-05-21 01:58:06,106 - ice0003_2 - [INFO] - [E:282| 500]: Train Loss:0.001638, Val MRR:0.4136, ice0003_2 +2023-05-21 01:59:48,190 - ice0003_2 - [INFO] - [E:282| 600]: Train Loss:0.0016386, Val MRR:0.4136, ice0003_2 +2023-05-21 02:01:20,769 - ice0003_2 - [INFO] - [E:282| 700]: Train Loss:0.0016391, Val MRR:0.4136, ice0003_2 +2023-05-21 02:03:03,426 - ice0003_2 - [INFO] - [E:282| 800]: Train Loss:0.0016397, Val MRR:0.4136, ice0003_2 +2023-05-21 02:04:45,951 - ice0003_2 - [INFO] - [E:282| 900]: Train Loss:0.0016402, Val MRR:0.4136, ice0003_2 +2023-05-21 02:05:57,950 - ice0003_2 - [INFO] - [Epoch:282]: Training Loss:0.001641 + +2023-05-21 02:05:58,300 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 02:06:22,037 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 02:06:44,949 - ice0003_2 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.43697, Head : 0.38938, Avg : 0.41317 + +2023-05-21 02:06:44,949 - ice0003_2 - [INFO] - [Epoch 282]: Training Loss: 0.0016408, Valid MRR: 0.4136, + + + +2023-05-21 02:06:45,801 - ice0003_2 - [INFO] - [E:283| 0]: Train Loss:0.0016676, Val MRR:0.4136, ice0003_2 +2023-05-21 02:08:27,892 - ice0003_2 - [INFO] - [E:283| 100]: Train Loss:0.0016346, Val MRR:0.4136, ice0003_2 +2023-05-21 02:10:00,311 - ice0003_2 - [INFO] - [E:283| 200]: Train Loss:0.0016344, Val MRR:0.4136, ice0003_2 +2023-05-21 02:11:45,566 - ice0003_2 - [INFO] - [E:283| 300]: Train Loss:0.0016356, Val MRR:0.4136, ice0003_2 +2023-05-21 02:13:28,265 - ice0003_2 - [INFO] - [E:283| 400]: Train Loss:0.0016358, Val MRR:0.4136, ice0003_2 +2023-05-21 02:15:10,547 - ice0003_2 - [INFO] - [E:283| 500]: Train Loss:0.0016366, Val MRR:0.4136, ice0003_2 +2023-05-21 02:16:52,838 - ice0003_2 - [INFO] - [E:283| 600]: Train Loss:0.0016374, Val MRR:0.4136, ice0003_2 +2023-05-21 02:18:25,430 - ice0003_2 - [INFO] - [E:283| 700]: Train Loss:0.001638, Val MRR:0.4136, ice0003_2 +2023-05-21 02:20:07,872 - ice0003_2 - [INFO] - [E:283| 800]: Train Loss:0.0016383, Val MRR:0.4136, ice0003_2 +2023-05-21 02:21:49,440 - ice0003_2 - [INFO] - [E:283| 900]: Train Loss:0.001639, Val MRR:0.4136, ice0003_2 +2023-05-21 02:23:00,740 - ice0003_2 - [INFO] - [Epoch:283]: Training Loss:0.001639 + +2023-05-21 02:23:01,007 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 02:23:23,961 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 02:23:46,819 - ice0003_2 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.4333, Head : 0.38725, Avg : 0.41027 + +2023-05-21 02:23:46,820 - ice0003_2 - [INFO] - [Epoch 283]: Training Loss: 0.0016394, Valid MRR: 0.4136, + + + +2023-05-21 02:23:48,035 - ice0003_2 - [INFO] - [E:284| 0]: Train Loss:0.0016326, Val MRR:0.4136, ice0003_2 +2023-05-21 02:25:30,145 - ice0003_2 - [INFO] - [E:284| 100]: Train Loss:0.0016335, Val MRR:0.4136, ice0003_2 +2023-05-21 02:27:04,136 - ice0003_2 - [INFO] - [E:284| 200]: Train Loss:0.0016346, Val MRR:0.4136, ice0003_2 +2023-05-21 02:28:44,806 - ice0003_2 - [INFO] - [E:284| 300]: Train Loss:0.0016344, Val MRR:0.4136, ice0003_2 +2023-05-21 02:30:27,732 - ice0003_2 - [INFO] - [E:284| 400]: Train Loss:0.0016347, Val MRR:0.4136, ice0003_2 +2023-05-21 02:32:10,127 - ice0003_2 - [INFO] - [E:284| 500]: Train Loss:0.0016352, Val MRR:0.4136, ice0003_2 +2023-05-21 02:33:53,077 - ice0003_2 - [INFO] - [E:284| 600]: Train Loss:0.0016359, Val MRR:0.4136, ice0003_2 +2023-05-21 02:35:36,007 - ice0003_2 - [INFO] - [E:284| 700]: Train Loss:0.0016361, Val MRR:0.4136, ice0003_2 +2023-05-21 02:37:07,151 - ice0003_2 - [INFO] - [E:284| 800]: Train Loss:0.0016367, Val MRR:0.4136, ice0003_2 +2023-05-21 02:38:49,294 - ice0003_2 - [INFO] - [E:284| 900]: Train Loss:0.0016373, Val MRR:0.4136, ice0003_2 +2023-05-21 02:40:01,462 - ice0003_2 - [INFO] - [Epoch:284]: Training Loss:0.001638 + +2023-05-21 02:40:01,932 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 02:40:25,333 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 02:40:48,066 - ice0003_2 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.43701, Head : 0.38981, Avg : 0.41341 + +2023-05-21 02:40:48,067 - ice0003_2 - [INFO] - [Epoch 284]: Training Loss: 0.0016376, Valid MRR: 0.4136, + + + +2023-05-21 02:40:49,263 - ice0003_2 - [INFO] - [E:285| 0]: Train Loss:0.001646, Val MRR:0.4136, ice0003_2 +2023-05-21 02:42:32,063 - ice0003_2 - [INFO] - [E:285| 100]: Train Loss:0.0016334, Val MRR:0.4136, ice0003_2 +2023-05-21 02:44:14,891 - ice0003_2 - [INFO] - [E:285| 200]: Train Loss:0.001632, Val MRR:0.4136, ice0003_2 +2023-05-21 02:45:47,555 - ice0003_2 - [INFO] - [E:285| 300]: Train Loss:0.0016325, Val MRR:0.4136, ice0003_2 +2023-05-21 02:47:30,171 - ice0003_2 - [INFO] - [E:285| 400]: Train Loss:0.001633, Val MRR:0.4136, ice0003_2 +2023-05-21 02:49:13,113 - ice0003_2 - [INFO] - [E:285| 500]: Train Loss:0.0016336, Val MRR:0.4136, ice0003_2 +2023-05-21 02:50:55,232 - ice0003_2 - [INFO] - [E:285| 600]: Train Loss:0.0016343, Val MRR:0.4136, ice0003_2 +2023-05-21 02:52:37,755 - ice0003_2 - [INFO] - [E:285| 700]: Train Loss:0.001635, Val MRR:0.4136, ice0003_2 +2023-05-21 02:54:10,230 - ice0003_2 - [INFO] - [E:285| 800]: Train Loss:0.0016356, Val MRR:0.4136, ice0003_2 +2023-05-21 02:55:53,553 - ice0003_2 - [INFO] - [E:285| 900]: Train Loss:0.0016362, Val MRR:0.4136, ice0003_2 +2023-05-21 02:57:05,909 - ice0003_2 - [INFO] - [Epoch:285]: Training Loss:0.001637 + +2023-05-21 02:57:06,240 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 02:57:29,629 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 02:57:52,552 - ice0003_2 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.43575, Head : 0.38835, Avg : 0.41205 + +2023-05-21 02:57:52,552 - ice0003_2 - [INFO] - [Epoch 285]: Training Loss: 0.0016366, Valid MRR: 0.4136, + + + +2023-05-21 02:57:53,580 - ice0003_2 - [INFO] - [E:286| 0]: Train Loss:0.0016161, Val MRR:0.4136, ice0003_2 +2023-05-21 02:59:38,988 - ice0003_2 - [INFO] - [E:286| 100]: Train Loss:0.0016307, Val MRR:0.4136, ice0003_2 +2023-05-21 03:01:20,924 - ice0003_2 - [INFO] - [E:286| 200]: Train Loss:0.0016298, Val MRR:0.4136, ice0003_2 +2023-05-21 03:02:52,767 - ice0003_2 - [INFO] - [E:286| 300]: Train Loss:0.0016304, Val MRR:0.4136, ice0003_2 +2023-05-21 03:04:34,437 - ice0003_2 - [INFO] - [E:286| 400]: Train Loss:0.001631, Val MRR:0.4136, ice0003_2 +2023-05-21 03:06:14,745 - ice0003_2 - [INFO] - [E:286| 500]: Train Loss:0.0016318, Val MRR:0.4136, ice0003_2 +2023-05-21 03:07:57,123 - ice0003_2 - [INFO] - [E:286| 600]: Train Loss:0.0016327, Val MRR:0.4136, ice0003_2 +2023-05-21 03:09:39,111 - ice0003_2 - [INFO] - [E:286| 700]: Train Loss:0.0016331, Val MRR:0.4136, ice0003_2 +2023-05-21 03:11:10,566 - ice0003_2 - [INFO] - [E:286| 800]: Train Loss:0.0016341, Val MRR:0.4136, ice0003_2 +2023-05-21 03:12:52,934 - ice0003_2 - [INFO] - [E:286| 900]: Train Loss:0.0016346, Val MRR:0.4136, ice0003_2 +2023-05-21 03:14:04,745 - ice0003_2 - [INFO] - [Epoch:286]: Training Loss:0.001635 + +2023-05-21 03:14:05,072 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 03:14:28,066 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 03:14:51,015 - ice0003_2 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.43424, Head : 0.38811, Avg : 0.41118 + +2023-05-21 03:14:51,015 - ice0003_2 - [INFO] - [Epoch 286]: Training Loss: 0.0016351, Valid MRR: 0.4136, + + + +2023-05-21 03:14:52,143 - ice0003_2 - [INFO] - [E:287| 0]: Train Loss:0.0016442, Val MRR:0.4136, ice0003_2 +2023-05-21 03:16:33,723 - ice0003_2 - [INFO] - [E:287| 100]: Train Loss:0.0016291, Val MRR:0.4136, ice0003_2 +2023-05-21 03:18:15,601 - ice0003_2 - [INFO] - [E:287| 200]: Train Loss:0.0016293, Val MRR:0.4136, ice0003_2 +2023-05-21 03:19:46,458 - ice0003_2 - [INFO] - [E:287| 300]: Train Loss:0.0016311, Val MRR:0.4136, ice0003_2 +2023-05-21 03:21:28,036 - ice0003_2 - [INFO] - [E:287| 400]: Train Loss:0.001632, Val MRR:0.4136, ice0003_2 +2023-05-21 03:23:10,340 - ice0003_2 - [INFO] - [E:287| 500]: Train Loss:0.001632, Val MRR:0.4136, ice0003_2 +2023-05-21 03:24:52,364 - ice0003_2 - [INFO] - [E:287| 600]: Train Loss:0.0016329, Val MRR:0.4136, ice0003_2 +2023-05-21 03:26:33,709 - ice0003_2 - [INFO] - [E:287| 700]: Train Loss:0.0016331, Val MRR:0.4136, ice0003_2 +2023-05-21 03:28:08,131 - ice0003_2 - [INFO] - [E:287| 800]: Train Loss:0.0016336, Val MRR:0.4136, ice0003_2 +2023-05-21 03:29:48,779 - ice0003_2 - [INFO] - [E:287| 900]: Train Loss:0.0016339, Val MRR:0.4136, ice0003_2 +2023-05-21 03:31:01,374 - ice0003_2 - [INFO] - [Epoch:287]: Training Loss:0.001634 + +2023-05-21 03:31:01,883 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 03:31:25,469 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 03:31:48,323 - ice0003_2 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.43349, Head : 0.38844, Avg : 0.41096 + +2023-05-21 03:31:48,323 - ice0003_2 - [INFO] - [Epoch 287]: Training Loss: 0.0016343, Valid MRR: 0.4136, + + + +2023-05-21 03:31:49,396 - ice0003_2 - [INFO] - [E:288| 0]: Train Loss:0.0016252, Val MRR:0.4136, ice0003_2 +2023-05-21 03:33:32,033 - ice0003_2 - [INFO] - [E:288| 100]: Train Loss:0.0016278, Val MRR:0.4136, ice0003_2 +2023-05-21 03:35:13,427 - ice0003_2 - [INFO] - [E:288| 200]: Train Loss:0.0016294, Val MRR:0.4136, ice0003_2 +2023-05-21 03:36:47,051 - ice0003_2 - [INFO] - [E:288| 300]: Train Loss:0.0016289, Val MRR:0.4136, ice0003_2 +2023-05-21 03:38:28,581 - ice0003_2 - [INFO] - [E:288| 400]: Train Loss:0.0016293, Val MRR:0.4136, ice0003_2 +2023-05-21 03:40:12,086 - ice0003_2 - [INFO] - [E:288| 500]: Train Loss:0.0016296, Val MRR:0.4136, ice0003_2 +2023-05-21 03:41:55,142 - ice0003_2 - [INFO] - [E:288| 600]: Train Loss:0.0016304, Val MRR:0.4136, ice0003_2 +2023-05-21 03:43:37,735 - ice0003_2 - [INFO] - [E:288| 700]: Train Loss:0.0016311, Val MRR:0.4136, ice0003_2 +2023-05-21 03:45:20,490 - ice0003_2 - [INFO] - [E:288| 800]: Train Loss:0.0016314, Val MRR:0.4136, ice0003_2 +2023-05-21 03:46:55,823 - ice0003_2 - [INFO] - [E:288| 900]: Train Loss:0.001632, Val MRR:0.4136, ice0003_2 +2023-05-21 03:48:07,115 - ice0003_2 - [INFO] - [Epoch:288]: Training Loss:0.001632 + +2023-05-21 03:48:07,637 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 03:48:30,533 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 03:48:53,127 - ice0003_2 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.43648, Head : 0.38895, Avg : 0.41272 + +2023-05-21 03:48:53,127 - ice0003_2 - [INFO] - [Epoch 288]: Training Loss: 0.0016322, Valid MRR: 0.4136, + + + +2023-05-21 03:48:54,198 - ice0003_2 - [INFO] - [E:289| 0]: Train Loss:0.0016215, Val MRR:0.4136, ice0003_2 +2023-05-21 03:50:35,646 - ice0003_2 - [INFO] - [E:289| 100]: Train Loss:0.0016226, Val MRR:0.4136, ice0003_2 +2023-05-21 03:52:17,849 - ice0003_2 - [INFO] - [E:289| 200]: Train Loss:0.0016266, Val MRR:0.4136, ice0003_2 +2023-05-21 03:54:00,209 - ice0003_2 - [INFO] - [E:289| 300]: Train Loss:0.0016271, Val MRR:0.4136, ice0003_2 +2023-05-21 03:55:33,395 - ice0003_2 - [INFO] - [E:289| 400]: Train Loss:0.0016274, Val MRR:0.4136, ice0003_2 +2023-05-21 03:57:16,996 - ice0003_2 - [INFO] - [E:289| 500]: Train Loss:0.0016281, Val MRR:0.4136, ice0003_2 +2023-05-21 03:59:00,616 - ice0003_2 - [INFO] - [E:289| 600]: Train Loss:0.001629, Val MRR:0.4136, ice0003_2 +2023-05-21 04:00:43,954 - ice0003_2 - [INFO] - [E:289| 700]: Train Loss:0.0016295, Val MRR:0.4136, ice0003_2 +2023-05-21 04:02:26,663 - ice0003_2 - [INFO] - [E:289| 800]: Train Loss:0.0016298, Val MRR:0.4136, ice0003_2 +2023-05-21 04:03:58,243 - ice0003_2 - [INFO] - [E:289| 900]: Train Loss:0.0016308, Val MRR:0.4136, ice0003_2 +2023-05-21 04:05:10,888 - ice0003_2 - [INFO] - [Epoch:289]: Training Loss:0.001631 + +2023-05-21 04:05:11,387 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 04:05:34,941 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 04:05:57,794 - ice0003_2 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.43132, Head : 0.38985, Avg : 0.41059 + MR: Tail : 599.84, Head : 596.61, Avg : 598.22 + Hit-1: Tail : 0.33184, Head : 0.29118, Avg : 0.31151 + Hit-3: Tail : 0.48683, Head : 0.43513, Avg : 0.46098 + Hit-10: Tail : 0.61682, Head : 0.58575, Avg : 0.60129 +2023-05-21 04:05:57,794 - ice0003_2 - [INFO] - [Epoch 289]: Training Loss: 0.0016311, Valid MRR: 0.4136, + + + +2023-05-21 04:05:58,993 - ice0003_2 - [INFO] - [E:290| 0]: Train Loss:0.0016265, Val MRR:0.4136, ice0003_2 +2023-05-21 04:07:42,219 - ice0003_2 - [INFO] - [E:290| 100]: Train Loss:0.0016218, Val MRR:0.4136, ice0003_2 +2023-05-21 04:09:24,743 - ice0003_2 - [INFO] - [E:290| 200]: Train Loss:0.0016226, Val MRR:0.4136, ice0003_2 +2023-05-21 04:11:08,135 - ice0003_2 - [INFO] - [E:290| 300]: Train Loss:0.0016249, Val MRR:0.4136, ice0003_2 +2023-05-21 04:12:40,882 - ice0003_2 - [INFO] - [E:290| 400]: Train Loss:0.0016263, Val MRR:0.4136, ice0003_2 +2023-05-21 04:14:23,643 - ice0003_2 - [INFO] - [E:290| 500]: Train Loss:0.0016264, Val MRR:0.4136, ice0003_2 +2023-05-21 04:16:06,970 - ice0003_2 - [INFO] - [E:290| 600]: Train Loss:0.001627, Val MRR:0.4136, ice0003_2 +2023-05-21 04:17:48,675 - ice0003_2 - [INFO] - [E:290| 700]: Train Loss:0.001628, Val MRR:0.4136, ice0003_2 +2023-05-21 04:19:31,035 - ice0003_2 - [INFO] - [E:290| 800]: Train Loss:0.0016284, Val MRR:0.4136, ice0003_2 +2023-05-21 04:21:03,510 - ice0003_2 - [INFO] - [E:290| 900]: Train Loss:0.001629, Val MRR:0.4136, ice0003_2 +2023-05-21 04:22:15,805 - ice0003_2 - [INFO] - [Epoch:290]: Training Loss:0.00163 + +2023-05-21 04:22:16,265 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 04:22:39,324 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 04:23:02,005 - ice0003_2 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.43284, Head : 0.39062, Avg : 0.41173 + +2023-05-21 04:23:02,006 - ice0003_2 - [INFO] - [Epoch 290]: Training Loss: 0.0016296, Valid MRR: 0.4136, + + + +2023-05-21 04:23:03,171 - ice0003_2 - [INFO] - [E:291| 0]: Train Loss:0.0016285, Val MRR:0.4136, ice0003_2 +2023-05-21 04:24:45,174 - ice0003_2 - [INFO] - [E:291| 100]: Train Loss:0.001622, Val MRR:0.4136, ice0003_2 +2023-05-21 04:26:27,251 - ice0003_2 - [INFO] - [E:291| 200]: Train Loss:0.001623, Val MRR:0.4136, ice0003_2 +2023-05-21 04:28:09,531 - ice0003_2 - [INFO] - [E:291| 300]: Train Loss:0.0016246, Val MRR:0.4136, ice0003_2 +2023-05-21 04:29:41,811 - ice0003_2 - [INFO] - [E:291| 400]: Train Loss:0.0016252, Val MRR:0.4136, ice0003_2 +2023-05-21 04:31:23,316 - ice0003_2 - [INFO] - [E:291| 500]: Train Loss:0.0016263, Val MRR:0.4136, ice0003_2 +2023-05-21 04:33:04,186 - ice0003_2 - [INFO] - [E:291| 600]: Train Loss:0.0016267, Val MRR:0.4136, ice0003_2 +2023-05-21 04:34:46,600 - ice0003_2 - [INFO] - [E:291| 700]: Train Loss:0.0016275, Val MRR:0.4136, ice0003_2 +2023-05-21 04:36:32,049 - ice0003_2 - [INFO] - [E:291| 800]: Train Loss:0.0016281, Val MRR:0.4136, ice0003_2 +2023-05-21 04:38:09,002 - ice0003_2 - [INFO] - [E:291| 900]: Train Loss:0.0016283, Val MRR:0.4136, ice0003_2 +2023-05-21 04:39:17,240 - ice0003_2 - [INFO] - [Epoch:291]: Training Loss:0.001628 + +2023-05-21 04:39:17,762 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 04:39:41,102 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 04:40:04,201 - ice0003_2 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.43442, Head : 0.38875, Avg : 0.41159 + +2023-05-21 04:40:04,201 - ice0003_2 - [INFO] - [Epoch 291]: Training Loss: 0.0016283, Valid MRR: 0.4136, + + + +2023-05-21 04:40:05,397 - ice0003_2 - [INFO] - [E:292| 0]: Train Loss:0.0015995, Val MRR:0.4136, ice0003_2 +2023-05-21 04:41:48,424 - ice0003_2 - [INFO] - [E:292| 100]: Train Loss:0.0016219, Val MRR:0.4136, ice0003_2 +2023-05-21 04:43:30,913 - ice0003_2 - [INFO] - [E:292| 200]: Train Loss:0.0016222, Val MRR:0.4136, ice0003_2 +2023-05-21 04:45:12,975 - ice0003_2 - [INFO] - [E:292| 300]: Train Loss:0.0016231, Val MRR:0.4136, ice0003_2 +2023-05-21 04:46:48,866 - ice0003_2 - [INFO] - [E:292| 400]: Train Loss:0.0016247, Val MRR:0.4136, ice0003_2 +2023-05-21 04:48:25,760 - ice0003_2 - [INFO] - [E:292| 500]: Train Loss:0.0016252, Val MRR:0.4136, ice0003_2 +2023-05-21 04:50:08,246 - ice0003_2 - [INFO] - [E:292| 600]: Train Loss:0.0016254, Val MRR:0.4136, ice0003_2 +2023-05-21 04:51:50,326 - ice0003_2 - [INFO] - [E:292| 700]: Train Loss:0.0016254, Val MRR:0.4136, ice0003_2 +2023-05-21 04:53:32,504 - ice0003_2 - [INFO] - [E:292| 800]: Train Loss:0.001626, Val MRR:0.4136, ice0003_2 +2023-05-21 04:55:15,113 - ice0003_2 - [INFO] - [E:292| 900]: Train Loss:0.0016267, Val MRR:0.4136, ice0003_2 +2023-05-21 04:56:16,866 - ice0003_2 - [INFO] - [Epoch:292]: Training Loss:0.001627 + +2023-05-21 04:56:17,267 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 04:56:40,780 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 04:57:03,715 - ice0003_2 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.43608, Head : 0.39069, Avg : 0.41339 + +2023-05-21 04:57:03,715 - ice0003_2 - [INFO] - [Epoch 292]: Training Loss: 0.0016272, Valid MRR: 0.4136, + + + +2023-05-21 04:57:04,913 - ice0003_2 - [INFO] - [E:293| 0]: Train Loss:0.0015924, Val MRR:0.4136, ice0003_2 +2023-05-21 04:58:47,758 - ice0003_2 - [INFO] - [E:293| 100]: Train Loss:0.001624, Val MRR:0.4136, ice0003_2 +2023-05-21 05:00:29,615 - ice0003_2 - [INFO] - [E:293| 200]: Train Loss:0.0016209, Val MRR:0.4136, ice0003_2 +2023-05-21 05:02:10,830 - ice0003_2 - [INFO] - [E:293| 300]: Train Loss:0.001621, Val MRR:0.4136, ice0003_2 +2023-05-21 05:03:52,778 - ice0003_2 - [INFO] - [E:293| 400]: Train Loss:0.0016214, Val MRR:0.4136, ice0003_2 +2023-05-21 05:05:25,158 - ice0003_2 - [INFO] - [E:293| 500]: Train Loss:0.0016221, Val MRR:0.4136, ice0003_2 +2023-05-21 05:07:07,234 - ice0003_2 - [INFO] - [E:293| 600]: Train Loss:0.0016229, Val MRR:0.4136, ice0003_2 +2023-05-21 05:08:49,417 - ice0003_2 - [INFO] - [E:293| 700]: Train Loss:0.001624, Val MRR:0.4136, ice0003_2 +2023-05-21 05:10:31,766 - ice0003_2 - [INFO] - [E:293| 800]: Train Loss:0.0016244, Val MRR:0.4136, ice0003_2 +2023-05-21 05:12:13,712 - ice0003_2 - [INFO] - [E:293| 900]: Train Loss:0.001625, Val MRR:0.4136, ice0003_2 +2023-05-21 05:13:15,711 - ice0003_2 - [INFO] - [Epoch:293]: Training Loss:0.001625 + +2023-05-21 05:13:16,027 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 05:13:39,380 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 05:14:02,023 - ice0003_2 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.43438, Head : 0.39044, Avg : 0.41241 + +2023-05-21 05:14:02,023 - ice0003_2 - [INFO] - [Epoch 293]: Training Loss: 0.0016255, Valid MRR: 0.4136, + + + +2023-05-21 05:14:03,233 - ice0003_2 - [INFO] - [E:294| 0]: Train Loss:0.0016417, Val MRR:0.4136, ice0003_2 +2023-05-21 05:15:44,540 - ice0003_2 - [INFO] - [E:294| 100]: Train Loss:0.0016218, Val MRR:0.4136, ice0003_2 +2023-05-21 05:17:26,398 - ice0003_2 - [INFO] - [E:294| 200]: Train Loss:0.0016217, Val MRR:0.4136, ice0003_2 +2023-05-21 05:19:09,894 - ice0003_2 - [INFO] - [E:294| 300]: Train Loss:0.0016218, Val MRR:0.4136, ice0003_2 +2023-05-21 05:20:53,075 - ice0003_2 - [INFO] - [E:294| 400]: Train Loss:0.0016218, Val MRR:0.4136, ice0003_2 +2023-05-21 05:22:25,755 - ice0003_2 - [INFO] - [E:294| 500]: Train Loss:0.0016225, Val MRR:0.4136, ice0003_2 +2023-05-21 05:24:11,563 - ice0003_2 - [INFO] - [E:294| 600]: Train Loss:0.0016225, Val MRR:0.4136, ice0003_2 +2023-05-21 05:25:54,587 - ice0003_2 - [INFO] - [E:294| 700]: Train Loss:0.001623, Val MRR:0.4136, ice0003_2 +2023-05-21 05:27:37,775 - ice0003_2 - [INFO] - [E:294| 800]: Train Loss:0.0016234, Val MRR:0.4136, ice0003_2 +2023-05-21 05:29:19,910 - ice0003_2 - [INFO] - [E:294| 900]: Train Loss:0.0016241, Val MRR:0.4136, ice0003_2 +2023-05-21 05:30:28,545 - ice0003_2 - [INFO] - [Epoch:294]: Training Loss:0.001624 + +2023-05-21 05:30:28,763 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 05:30:43,654 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 05:31:06,659 - ice0003_2 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.43313, Head : 0.38815, Avg : 0.41064 + +2023-05-21 05:31:06,659 - ice0003_2 - [INFO] - [Epoch 294]: Training Loss: 0.0016243, Valid MRR: 0.4136, + + + +2023-05-21 05:31:07,852 - ice0003_2 - [INFO] - [E:295| 0]: Train Loss:0.001627, Val MRR:0.4136, ice0003_2 +2023-05-21 05:32:50,074 - ice0003_2 - [INFO] - [E:295| 100]: Train Loss:0.0016154, Val MRR:0.4136, ice0003_2 +2023-05-21 05:34:32,743 - ice0003_2 - [INFO] - [E:295| 200]: Train Loss:0.0016166, Val MRR:0.4136, ice0003_2 +2023-05-21 05:36:15,225 - ice0003_2 - [INFO] - [E:295| 300]: Train Loss:0.0016177, Val MRR:0.4136, ice0003_2 +2023-05-21 05:37:57,780 - ice0003_2 - [INFO] - [E:295| 400]: Train Loss:0.001619, Val MRR:0.4136, ice0003_2 +2023-05-21 05:39:30,122 - ice0003_2 - [INFO] - [E:295| 500]: Train Loss:0.0016199, Val MRR:0.4136, ice0003_2 +2023-05-21 05:41:12,288 - ice0003_2 - [INFO] - [E:295| 600]: Train Loss:0.0016207, Val MRR:0.4136, ice0003_2 +2023-05-21 05:42:54,241 - ice0003_2 - [INFO] - [E:295| 700]: Train Loss:0.0016214, Val MRR:0.4136, ice0003_2 +2023-05-21 05:44:35,540 - ice0003_2 - [INFO] - [E:295| 800]: Train Loss:0.0016222, Val MRR:0.4136, ice0003_2 +2023-05-21 05:46:18,306 - ice0003_2 - [INFO] - [E:295| 900]: Train Loss:0.0016226, Val MRR:0.4136, ice0003_2 +2023-05-21 05:47:31,365 - ice0003_2 - [INFO] - [Epoch:295]: Training Loss:0.001623 + +2023-05-21 05:47:31,765 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 05:47:52,343 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 05:48:06,693 - ice0003_2 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.43649, Head : 0.39149, Avg : 0.41399 + +2023-05-21 05:48:08,477 - ice0003_2 - [INFO] - [Epoch 295]: Training Loss: 0.0016231, Valid MRR: 0.41399, + + + +2023-05-21 05:48:09,675 - ice0003_2 - [INFO] - [E:296| 0]: Train Loss:0.0016321, Val MRR:0.41399, ice0003_2 +2023-05-21 05:49:52,890 - ice0003_2 - [INFO] - [E:296| 100]: Train Loss:0.0016176, Val MRR:0.41399, ice0003_2 +2023-05-21 05:51:36,467 - ice0003_2 - [INFO] - [E:296| 200]: Train Loss:0.0016195, Val MRR:0.41399, ice0003_2 +2023-05-21 05:53:19,178 - ice0003_2 - [INFO] - [E:296| 300]: Train Loss:0.0016195, Val MRR:0.41399, ice0003_2 +2023-05-21 05:55:01,943 - ice0003_2 - [INFO] - [E:296| 400]: Train Loss:0.0016197, Val MRR:0.41399, ice0003_2 +2023-05-21 05:56:39,956 - ice0003_2 - [INFO] - [E:296| 500]: Train Loss:0.0016198, Val MRR:0.41399, ice0003_2 +2023-05-21 05:58:17,266 - ice0003_2 - [INFO] - [E:296| 600]: Train Loss:0.0016206, Val MRR:0.41399, ice0003_2 +2023-05-21 05:59:59,410 - ice0003_2 - [INFO] - [E:296| 700]: Train Loss:0.001621, Val MRR:0.41399, ice0003_2 +2023-05-21 06:01:42,541 - ice0003_2 - [INFO] - [E:296| 800]: Train Loss:0.0016211, Val MRR:0.41399, ice0003_2 +2023-05-21 06:03:25,717 - ice0003_2 - [INFO] - [E:296| 900]: Train Loss:0.0016215, Val MRR:0.41399, ice0003_2 +2023-05-21 06:04:38,452 - ice0003_2 - [INFO] - [Epoch:296]: Training Loss:0.001622 + +2023-05-21 06:04:38,712 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 06:05:02,095 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 06:05:18,721 - ice0003_2 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.43577, Head : 0.38904, Avg : 0.4124 + +2023-05-21 06:05:18,721 - ice0003_2 - [INFO] - [Epoch 296]: Training Loss: 0.0016219, Valid MRR: 0.41399, + + + +2023-05-21 06:05:19,373 - ice0003_2 - [INFO] - [E:297| 0]: Train Loss:0.0016103, Val MRR:0.41399, ice0003_2 +2023-05-21 06:06:57,112 - ice0003_2 - [INFO] - [E:297| 100]: Train Loss:0.0016145, Val MRR:0.41399, ice0003_2 +2023-05-21 06:08:39,477 - ice0003_2 - [INFO] - [E:297| 200]: Train Loss:0.0016162, Val MRR:0.41399, ice0003_2 +2023-05-21 06:10:21,489 - ice0003_2 - [INFO] - [E:297| 300]: Train Loss:0.0016164, Val MRR:0.41399, ice0003_2 +2023-05-21 06:12:06,356 - ice0003_2 - [INFO] - [E:297| 400]: Train Loss:0.001617, Val MRR:0.41399, ice0003_2 +2023-05-21 06:13:47,568 - ice0003_2 - [INFO] - [E:297| 500]: Train Loss:0.0016175, Val MRR:0.41399, ice0003_2 +2023-05-21 06:15:19,654 - ice0003_2 - [INFO] - [E:297| 600]: Train Loss:0.0016177, Val MRR:0.41399, ice0003_2 +2023-05-21 06:17:01,309 - ice0003_2 - [INFO] - [E:297| 700]: Train Loss:0.0016185, Val MRR:0.41399, ice0003_2 +2023-05-21 06:18:43,755 - ice0003_2 - [INFO] - [E:297| 800]: Train Loss:0.001619, Val MRR:0.41399, ice0003_2 +2023-05-21 06:20:27,161 - ice0003_2 - [INFO] - [E:297| 900]: Train Loss:0.0016193, Val MRR:0.41399, ice0003_2 +2023-05-21 06:21:39,450 - ice0003_2 - [INFO] - [Epoch:297]: Training Loss:0.00162 + +2023-05-21 06:21:39,938 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 06:22:02,918 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 06:22:25,948 - ice0003_2 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.43564, Head : 0.39, Avg : 0.41282 + +2023-05-21 06:22:25,948 - ice0003_2 - [INFO] - [Epoch 297]: Training Loss: 0.0016195, Valid MRR: 0.41399, + + + +2023-05-21 06:22:27,143 - ice0003_2 - [INFO] - [E:298| 0]: Train Loss:0.0016007, Val MRR:0.41399, ice0003_2 +2023-05-21 06:23:59,466 - ice0003_2 - [INFO] - [E:298| 100]: Train Loss:0.0016146, Val MRR:0.41399, ice0003_2 +2023-05-21 06:25:41,628 - ice0003_2 - [INFO] - [E:298| 200]: Train Loss:0.0016156, Val MRR:0.41399, ice0003_2 +2023-05-21 06:27:23,315 - ice0003_2 - [INFO] - [E:298| 300]: Train Loss:0.0016156, Val MRR:0.41399, ice0003_2 +2023-05-21 06:29:05,201 - ice0003_2 - [INFO] - [E:298| 400]: Train Loss:0.0016165, Val MRR:0.41399, ice0003_2 +2023-05-21 06:30:48,325 - ice0003_2 - [INFO] - [E:298| 500]: Train Loss:0.0016166, Val MRR:0.41399, ice0003_2 +2023-05-21 06:32:21,364 - ice0003_2 - [INFO] - [E:298| 600]: Train Loss:0.001617, Val MRR:0.41399, ice0003_2 +2023-05-21 06:34:03,351 - ice0003_2 - [INFO] - [E:298| 700]: Train Loss:0.0016173, Val MRR:0.41399, ice0003_2 +2023-05-21 06:35:45,320 - ice0003_2 - [INFO] - [E:298| 800]: Train Loss:0.0016179, Val MRR:0.41399, ice0003_2 +2023-05-21 06:37:27,868 - ice0003_2 - [INFO] - [E:298| 900]: Train Loss:0.0016186, Val MRR:0.41399, ice0003_2 +2023-05-21 06:38:40,153 - ice0003_2 - [INFO] - [Epoch:298]: Training Loss:0.001619 + +2023-05-21 06:38:40,549 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 06:39:04,075 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 06:39:27,204 - ice0003_2 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.43824, Head : 0.39007, Avg : 0.41415 + +2023-05-21 06:39:29,570 - ice0003_2 - [INFO] - [Epoch 298]: Training Loss: 0.0016189, Valid MRR: 0.41415, + + + +2023-05-21 06:39:30,776 - ice0003_2 - [INFO] - [E:299| 0]: Train Loss:0.0016001, Val MRR:0.41415, ice0003_2 +2023-05-21 06:41:03,716 - ice0003_2 - [INFO] - [E:299| 100]: Train Loss:0.0016131, Val MRR:0.41415, ice0003_2 +2023-05-21 06:42:44,615 - ice0003_2 - [INFO] - [E:299| 200]: Train Loss:0.0016145, Val MRR:0.41415, ice0003_2 +2023-05-21 06:44:26,809 - ice0003_2 - [INFO] - [E:299| 300]: Train Loss:0.0016135, Val MRR:0.41415, ice0003_2 +2023-05-21 06:46:08,873 - ice0003_2 - [INFO] - [E:299| 400]: Train Loss:0.0016149, Val MRR:0.41415, ice0003_2 +2023-05-21 06:47:51,100 - ice0003_2 - [INFO] - [E:299| 500]: Train Loss:0.0016146, Val MRR:0.41415, ice0003_2 +2023-05-21 06:49:23,491 - ice0003_2 - [INFO] - [E:299| 600]: Train Loss:0.0016158, Val MRR:0.41415, ice0003_2 +2023-05-21 06:51:05,665 - ice0003_2 - [INFO] - [E:299| 700]: Train Loss:0.0016162, Val MRR:0.41415, ice0003_2 +2023-05-21 06:52:47,760 - ice0003_2 - [INFO] - [E:299| 800]: Train Loss:0.0016164, Val MRR:0.41415, ice0003_2 +2023-05-21 06:54:30,194 - ice0003_2 - [INFO] - [E:299| 900]: Train Loss:0.0016171, Val MRR:0.41415, ice0003_2 +2023-05-21 06:55:41,983 - ice0003_2 - [INFO] - [Epoch:299]: Training Loss:0.001617 + +2023-05-21 06:55:42,501 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 06:56:05,348 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 06:56:27,791 - ice0003_2 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.43247, Head : 0.3911, Avg : 0.41179 + MR: Tail : 625.29, Head : 643.54, Avg : 634.41 + Hit-1: Tail : 0.33402, Head : 0.29288, Avg : 0.31345 + Hit-3: Tail : 0.48562, Head : 0.4395, Avg : 0.46256 + Hit-10: Tail : 0.61731, Head : 0.58114, Avg : 0.59922 +2023-05-21 06:56:27,791 - ice0003_2 - [INFO] - [Epoch 299]: Training Loss: 0.0016175, Valid MRR: 0.41415, + + + +2023-05-21 06:56:28,857 - ice0003_2 - [INFO] - [E:300| 0]: Train Loss:0.0015959, Val MRR:0.41415, ice0003_2 +2023-05-21 06:58:00,617 - ice0003_2 - [INFO] - [E:300| 100]: Train Loss:0.0016124, Val MRR:0.41415, ice0003_2 +2023-05-21 06:59:46,425 - ice0003_2 - [INFO] - [E:300| 200]: Train Loss:0.0016114, Val MRR:0.41415, ice0003_2 +2023-05-21 07:01:28,913 - ice0003_2 - [INFO] - [E:300| 300]: Train Loss:0.0016129, Val MRR:0.41415, ice0003_2 +2023-05-21 07:03:10,791 - ice0003_2 - [INFO] - [E:300| 400]: Train Loss:0.0016139, Val MRR:0.41415, ice0003_2 +2023-05-21 07:04:52,648 - ice0003_2 - [INFO] - [E:300| 500]: Train Loss:0.0016142, Val MRR:0.41415, ice0003_2 +2023-05-21 07:06:27,625 - ice0003_2 - [INFO] - [E:300| 600]: Train Loss:0.0016144, Val MRR:0.41415, ice0003_2 +2023-05-21 07:08:06,552 - ice0003_2 - [INFO] - [E:300| 700]: Train Loss:0.0016146, Val MRR:0.41415, ice0003_2 +2023-05-21 07:09:48,600 - ice0003_2 - [INFO] - [E:300| 800]: Train Loss:0.0016154, Val MRR:0.41415, ice0003_2 +2023-05-21 07:11:29,560 - ice0003_2 - [INFO] - [E:300| 900]: Train Loss:0.0016157, Val MRR:0.41415, ice0003_2 +2023-05-21 07:12:41,363 - ice0003_2 - [INFO] - [Epoch:300]: Training Loss:0.001616 + +2023-05-21 07:12:41,624 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 07:13:04,833 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 07:13:27,796 - ice0003_2 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.43302, Head : 0.39182, Avg : 0.41242 + +2023-05-21 07:13:27,796 - ice0003_2 - [INFO] - [Epoch 300]: Training Loss: 0.0016164, Valid MRR: 0.41415, + + + +2023-05-21 07:13:28,839 - ice0003_2 - [INFO] - [E:301| 0]: Train Loss:0.0015985, Val MRR:0.41415, ice0003_2 +2023-05-21 07:15:03,796 - ice0003_2 - [INFO] - [E:301| 100]: Train Loss:0.0016129, Val MRR:0.41415, ice0003_2 +2023-05-21 07:16:43,127 - ice0003_2 - [INFO] - [E:301| 200]: Train Loss:0.0016122, Val MRR:0.41415, ice0003_2 +2023-05-21 07:18:26,078 - ice0003_2 - [INFO] - [E:301| 300]: Train Loss:0.0016119, Val MRR:0.41415, ice0003_2 +2023-05-21 07:20:09,758 - ice0003_2 - [INFO] - [E:301| 400]: Train Loss:0.0016123, Val MRR:0.41415, ice0003_2 +2023-05-21 07:21:53,175 - ice0003_2 - [INFO] - [E:301| 500]: Train Loss:0.0016124, Val MRR:0.41415, ice0003_2 +2023-05-21 07:23:36,121 - ice0003_2 - [INFO] - [E:301| 600]: Train Loss:0.0016128, Val MRR:0.41415, ice0003_2 +2023-05-21 07:25:07,244 - ice0003_2 - [INFO] - [E:301| 700]: Train Loss:0.0016133, Val MRR:0.41415, ice0003_2 +2023-05-21 07:26:49,261 - ice0003_2 - [INFO] - [E:301| 800]: Train Loss:0.001614, Val MRR:0.41415, ice0003_2 +2023-05-21 07:28:32,479 - ice0003_2 - [INFO] - [E:301| 900]: Train Loss:0.0016145, Val MRR:0.41415, ice0003_2 +2023-05-21 07:29:44,161 - ice0003_2 - [INFO] - [Epoch:301]: Training Loss:0.001615 + +2023-05-21 07:29:44,680 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 07:30:07,751 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 07:30:30,627 - ice0003_2 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.43578, Head : 0.3926, Avg : 0.41419 + +2023-05-21 07:30:32,420 - ice0003_2 - [INFO] - [Epoch 301]: Training Loss: 0.0016147, Valid MRR: 0.41419, + + + +2023-05-21 07:30:33,744 - ice0003_2 - [INFO] - [E:302| 0]: Train Loss:0.0016144, Val MRR:0.41419, ice0003_2 +2023-05-21 07:32:14,836 - ice0003_2 - [INFO] - [E:302| 100]: Train Loss:0.0016096, Val MRR:0.41419, ice0003_2 +2023-05-21 07:33:48,133 - ice0003_2 - [INFO] - [E:302| 200]: Train Loss:0.0016097, Val MRR:0.41419, ice0003_2 +2023-05-21 07:35:30,455 - ice0003_2 - [INFO] - [E:302| 300]: Train Loss:0.0016098, Val MRR:0.41419, ice0003_2 +2023-05-21 07:37:13,003 - ice0003_2 - [INFO] - [E:302| 400]: Train Loss:0.0016102, Val MRR:0.41419, ice0003_2 +2023-05-21 07:38:55,028 - ice0003_2 - [INFO] - [E:302| 500]: Train Loss:0.001611, Val MRR:0.41419, ice0003_2 +2023-05-21 07:40:35,269 - ice0003_2 - [INFO] - [E:302| 600]: Train Loss:0.001612, Val MRR:0.41419, ice0003_2 +2023-05-21 07:42:07,213 - ice0003_2 - [INFO] - [E:302| 700]: Train Loss:0.0016122, Val MRR:0.41419, ice0003_2 +2023-05-21 07:43:50,521 - ice0003_2 - [INFO] - [E:302| 800]: Train Loss:0.001613, Val MRR:0.41419, ice0003_2 +2023-05-21 07:45:33,766 - ice0003_2 - [INFO] - [E:302| 900]: Train Loss:0.0016134, Val MRR:0.41419, ice0003_2 +2023-05-21 07:46:46,042 - ice0003_2 - [INFO] - [Epoch:302]: Training Loss:0.001614 + +2023-05-21 07:46:46,529 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 07:47:10,200 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 07:47:32,885 - ice0003_2 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.43689, Head : 0.39243, Avg : 0.41466 + +2023-05-21 07:47:34,411 - ice0003_2 - [INFO] - [Epoch 302]: Training Loss: 0.0016136, Valid MRR: 0.41466, + + + +2023-05-21 07:47:35,578 - ice0003_2 - [INFO] - [E:303| 0]: Train Loss:0.0015978, Val MRR:0.41466, ice0003_2 +2023-05-21 07:49:21,430 - ice0003_2 - [INFO] - [E:303| 100]: Train Loss:0.0016091, Val MRR:0.41466, ice0003_2 +2023-05-21 07:50:54,041 - ice0003_2 - [INFO] - [E:303| 200]: Train Loss:0.0016095, Val MRR:0.41466, ice0003_2 +2023-05-21 07:52:36,812 - ice0003_2 - [INFO] - [E:303| 300]: Train Loss:0.0016107, Val MRR:0.41466, ice0003_2 +2023-05-21 07:54:18,260 - ice0003_2 - [INFO] - [E:303| 400]: Train Loss:0.0016109, Val MRR:0.41466, ice0003_2 +2023-05-21 07:56:00,380 - ice0003_2 - [INFO] - [E:303| 500]: Train Loss:0.0016109, Val MRR:0.41466, ice0003_2 +2023-05-21 07:57:42,619 - ice0003_2 - [INFO] - [E:303| 600]: Train Loss:0.001611, Val MRR:0.41466, ice0003_2 +2023-05-21 07:59:15,122 - ice0003_2 - [INFO] - [E:303| 700]: Train Loss:0.0016115, Val MRR:0.41466, ice0003_2 +2023-05-21 08:00:58,683 - ice0003_2 - [INFO] - [E:303| 800]: Train Loss:0.0016118, Val MRR:0.41466, ice0003_2 +2023-05-21 08:02:42,032 - ice0003_2 - [INFO] - [E:303| 900]: Train Loss:0.0016122, Val MRR:0.41466, ice0003_2 +2023-05-21 08:03:54,425 - ice0003_2 - [INFO] - [Epoch:303]: Training Loss:0.001612 + +2023-05-21 08:03:54,930 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 08:04:18,335 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 08:04:41,275 - ice0003_2 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.43348, Head : 0.39058, Avg : 0.41203 + +2023-05-21 08:04:41,275 - ice0003_2 - [INFO] - [Epoch 303]: Training Loss: 0.0016125, Valid MRR: 0.41466, + + + +2023-05-21 08:04:42,070 - ice0003_2 - [INFO] - [E:304| 0]: Train Loss:0.0016556, Val MRR:0.41466, ice0003_2 +2023-05-21 08:06:24,762 - ice0003_2 - [INFO] - [E:304| 100]: Train Loss:0.0016082, Val MRR:0.41466, ice0003_2 +2023-05-21 08:07:57,163 - ice0003_2 - [INFO] - [E:304| 200]: Train Loss:0.0016069, Val MRR:0.41466, ice0003_2 +2023-05-21 08:09:38,707 - ice0003_2 - [INFO] - [E:304| 300]: Train Loss:0.0016083, Val MRR:0.41466, ice0003_2 +2023-05-21 08:11:20,640 - ice0003_2 - [INFO] - [E:304| 400]: Train Loss:0.0016086, Val MRR:0.41466, ice0003_2 +2023-05-21 08:13:02,870 - ice0003_2 - [INFO] - [E:304| 500]: Train Loss:0.0016094, Val MRR:0.41466, ice0003_2 +2023-05-21 08:14:46,025 - ice0003_2 - [INFO] - [E:304| 600]: Train Loss:0.00161, Val MRR:0.41466, ice0003_2 +2023-05-21 08:16:20,374 - ice0003_2 - [INFO] - [E:304| 700]: Train Loss:0.0016101, Val MRR:0.41466, ice0003_2 +2023-05-21 08:18:02,238 - ice0003_2 - [INFO] - [E:304| 800]: Train Loss:0.0016105, Val MRR:0.41466, ice0003_2 +2023-05-21 08:19:45,266 - ice0003_2 - [INFO] - [E:304| 900]: Train Loss:0.0016109, Val MRR:0.41466, ice0003_2 +2023-05-21 08:20:57,190 - ice0003_2 - [INFO] - [Epoch:304]: Training Loss:0.001611 + +2023-05-21 08:20:57,584 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 08:21:20,969 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 08:21:44,098 - ice0003_2 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.43348, Head : 0.39073, Avg : 0.4121 + +2023-05-21 08:21:44,098 - ice0003_2 - [INFO] - [Epoch 304]: Training Loss: 0.0016111, Valid MRR: 0.41466, + + + +2023-05-21 08:21:45,035 - ice0003_2 - [INFO] - [E:305| 0]: Train Loss:0.001589, Val MRR:0.41466, ice0003_2 +2023-05-21 08:23:25,946 - ice0003_2 - [INFO] - [E:305| 100]: Train Loss:0.0016077, Val MRR:0.41466, ice0003_2 +2023-05-21 08:24:59,806 - ice0003_2 - [INFO] - [E:305| 200]: Train Loss:0.0016069, Val MRR:0.41466, ice0003_2 +2023-05-21 08:26:39,936 - ice0003_2 - [INFO] - [E:305| 300]: Train Loss:0.001608, Val MRR:0.41466, ice0003_2 +2023-05-21 08:28:21,832 - ice0003_2 - [INFO] - [E:305| 400]: Train Loss:0.0016075, Val MRR:0.41466, ice0003_2 +2023-05-21 08:30:04,576 - ice0003_2 - [INFO] - [E:305| 500]: Train Loss:0.0016086, Val MRR:0.41466, ice0003_2 +2023-05-21 08:31:47,501 - ice0003_2 - [INFO] - [E:305| 600]: Train Loss:0.001609, Val MRR:0.41466, ice0003_2 +2023-05-21 08:33:30,748 - ice0003_2 - [INFO] - [E:305| 700]: Train Loss:0.0016093, Val MRR:0.41466, ice0003_2 +2023-05-21 08:35:02,131 - ice0003_2 - [INFO] - [E:305| 800]: Train Loss:0.0016098, Val MRR:0.41466, ice0003_2 +2023-05-21 08:36:46,849 - ice0003_2 - [INFO] - [E:305| 900]: Train Loss:0.00161, Val MRR:0.41466, ice0003_2 +2023-05-21 08:37:58,173 - ice0003_2 - [INFO] - [Epoch:305]: Training Loss:0.00161 + +2023-05-21 08:37:58,519 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 08:38:21,868 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 08:38:44,729 - ice0003_2 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.43791, Head : 0.38925, Avg : 0.41358 + +2023-05-21 08:38:44,729 - ice0003_2 - [INFO] - [Epoch 305]: Training Loss: 0.0016102, Valid MRR: 0.41466, + + + +2023-05-21 08:38:45,936 - ice0003_2 - [INFO] - [E:306| 0]: Train Loss:0.0016042, Val MRR:0.41466, ice0003_2 +2023-05-21 08:40:28,011 - ice0003_2 - [INFO] - [E:306| 100]: Train Loss:0.0016083, Val MRR:0.41466, ice0003_2 +2023-05-21 08:42:10,106 - ice0003_2 - [INFO] - [E:306| 200]: Train Loss:0.0016071, Val MRR:0.41466, ice0003_2 +2023-05-21 08:43:42,359 - ice0003_2 - [INFO] - [E:306| 300]: Train Loss:0.0016062, Val MRR:0.41466, ice0003_2 +2023-05-21 08:45:24,831 - ice0003_2 - [INFO] - [E:306| 400]: Train Loss:0.0016065, Val MRR:0.41466, ice0003_2 +2023-05-21 08:47:07,381 - ice0003_2 - [INFO] - [E:306| 500]: Train Loss:0.0016073, Val MRR:0.41466, ice0003_2 +2023-05-21 08:48:49,538 - ice0003_2 - [INFO] - [E:306| 600]: Train Loss:0.0016077, Val MRR:0.41466, ice0003_2 +2023-05-21 08:50:31,209 - ice0003_2 - [INFO] - [E:306| 700]: Train Loss:0.0016079, Val MRR:0.41466, ice0003_2 +2023-05-21 08:52:03,080 - ice0003_2 - [INFO] - [E:306| 800]: Train Loss:0.001608, Val MRR:0.41466, ice0003_2 +2023-05-21 08:53:45,947 - ice0003_2 - [INFO] - [E:306| 900]: Train Loss:0.0016084, Val MRR:0.41466, ice0003_2 +2023-05-21 08:54:58,598 - ice0003_2 - [INFO] - [Epoch:306]: Training Loss:0.001609 + +2023-05-21 08:54:58,876 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 08:55:22,794 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 08:55:46,170 - ice0003_2 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.4372, Head : 0.39149, Avg : 0.41434 + +2023-05-21 08:55:46,170 - ice0003_2 - [INFO] - [Epoch 306]: Training Loss: 0.0016087, Valid MRR: 0.41466, + + + +2023-05-21 08:55:47,368 - ice0003_2 - [INFO] - [E:307| 0]: Train Loss:0.0015847, Val MRR:0.41466, ice0003_2 +2023-05-21 08:57:30,023 - ice0003_2 - [INFO] - [E:307| 100]: Train Loss:0.0016029, Val MRR:0.41466, ice0003_2 +2023-05-21 08:59:12,251 - ice0003_2 - [INFO] - [E:307| 200]: Train Loss:0.0016038, Val MRR:0.41466, ice0003_2 +2023-05-21 09:00:44,536 - ice0003_2 - [INFO] - [E:307| 300]: Train Loss:0.0016042, Val MRR:0.41466, ice0003_2 +2023-05-21 09:02:27,404 - ice0003_2 - [INFO] - [E:307| 400]: Train Loss:0.0016054, Val MRR:0.41466, ice0003_2 +2023-05-21 09:04:10,451 - ice0003_2 - [INFO] - [E:307| 500]: Train Loss:0.0016056, Val MRR:0.41466, ice0003_2 +2023-05-21 09:05:52,368 - ice0003_2 - [INFO] - [E:307| 600]: Train Loss:0.0016064, Val MRR:0.41466, ice0003_2 +2023-05-21 09:07:34,213 - ice0003_2 - [INFO] - [E:307| 700]: Train Loss:0.0016069, Val MRR:0.41466, ice0003_2 +2023-05-21 09:09:06,869 - ice0003_2 - [INFO] - [E:307| 800]: Train Loss:0.0016071, Val MRR:0.41466, ice0003_2 +2023-05-21 09:10:49,621 - ice0003_2 - [INFO] - [E:307| 900]: Train Loss:0.0016074, Val MRR:0.41466, ice0003_2 +2023-05-21 09:12:01,311 - ice0003_2 - [INFO] - [Epoch:307]: Training Loss:0.001608 + +2023-05-21 09:12:01,705 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 09:12:25,143 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 09:12:47,770 - ice0003_2 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.43221, Head : 0.39074, Avg : 0.41147 + +2023-05-21 09:12:47,770 - ice0003_2 - [INFO] - [Epoch 307]: Training Loss: 0.0016076, Valid MRR: 0.41466, + + + +2023-05-21 09:12:48,722 - ice0003_2 - [INFO] - [E:308| 0]: Train Loss:0.0015829, Val MRR:0.41466, ice0003_2 +2023-05-21 09:14:31,236 - ice0003_2 - [INFO] - [E:308| 100]: Train Loss:0.0016002, Val MRR:0.41466, ice0003_2 +2023-05-21 09:16:14,694 - ice0003_2 - [INFO] - [E:308| 200]: Train Loss:0.0016024, Val MRR:0.41466, ice0003_2 +2023-05-21 09:17:47,183 - ice0003_2 - [INFO] - [E:308| 300]: Train Loss:0.0016033, Val MRR:0.41466, ice0003_2 +2023-05-21 09:19:29,247 - ice0003_2 - [INFO] - [E:308| 400]: Train Loss:0.0016037, Val MRR:0.41466, ice0003_2 +2023-05-21 09:21:10,465 - ice0003_2 - [INFO] - [E:308| 500]: Train Loss:0.0016038, Val MRR:0.41466, ice0003_2 +2023-05-21 09:22:52,933 - ice0003_2 - [INFO] - [E:308| 600]: Train Loss:0.0016043, Val MRR:0.41466, ice0003_2 +2023-05-21 09:24:38,077 - ice0003_2 - [INFO] - [E:308| 700]: Train Loss:0.0016046, Val MRR:0.41466, ice0003_2 +2023-05-21 09:26:17,915 - ice0003_2 - [INFO] - [E:308| 800]: Train Loss:0.0016054, Val MRR:0.41466, ice0003_2 +2023-05-21 09:27:53,103 - ice0003_2 - [INFO] - [E:308| 900]: Train Loss:0.0016057, Val MRR:0.41466, ice0003_2 +2023-05-21 09:29:05,542 - ice0003_2 - [INFO] - [Epoch:308]: Training Loss:0.001606 + +2023-05-21 09:29:06,045 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 09:29:29,583 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 09:29:52,749 - ice0003_2 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.43477, Head : 0.39209, Avg : 0.41343 + +2023-05-21 09:29:52,749 - ice0003_2 - [INFO] - [Epoch 308]: Training Loss: 0.0016062, Valid MRR: 0.41466, + + + +2023-05-21 09:29:53,948 - ice0003_2 - [INFO] - [E:309| 0]: Train Loss:0.0016022, Val MRR:0.41466, ice0003_2 +2023-05-21 09:31:37,831 - ice0003_2 - [INFO] - [E:309| 100]: Train Loss:0.0016003, Val MRR:0.41466, ice0003_2 +2023-05-21 09:33:20,995 - ice0003_2 - [INFO] - [E:309| 200]: Train Loss:0.0016021, Val MRR:0.41466, ice0003_2 +2023-05-21 09:34:59,869 - ice0003_2 - [INFO] - [E:309| 300]: Train Loss:0.0016026, Val MRR:0.41466, ice0003_2 +2023-05-21 09:36:35,199 - ice0003_2 - [INFO] - [E:309| 400]: Train Loss:0.001603, Val MRR:0.41466, ice0003_2 +2023-05-21 09:38:17,202 - ice0003_2 - [INFO] - [E:309| 500]: Train Loss:0.0016034, Val MRR:0.41466, ice0003_2 +2023-05-21 09:39:59,827 - ice0003_2 - [INFO] - [E:309| 600]: Train Loss:0.001604, Val MRR:0.41466, ice0003_2 +2023-05-21 09:41:41,758 - ice0003_2 - [INFO] - [E:309| 700]: Train Loss:0.0016045, Val MRR:0.41466, ice0003_2 +2023-05-21 09:43:24,164 - ice0003_2 - [INFO] - [E:309| 800]: Train Loss:0.0016049, Val MRR:0.41466, ice0003_2 +2023-05-21 09:44:57,442 - ice0003_2 - [INFO] - [E:309| 900]: Train Loss:0.001605, Val MRR:0.41466, ice0003_2 +2023-05-21 09:46:09,874 - ice0003_2 - [INFO] - [Epoch:309]: Training Loss:0.001605 + +2023-05-21 09:46:10,272 - ice0003_2 - [INFO] - [Valid, Tail_Batch Step 0] ice0003_2 +2023-05-21 09:46:33,953 - ice0003_2 - [INFO] - [Valid, Head_Batch Step 0] ice0003_2 +2023-05-21 09:46:56,886 - ice0003_2 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.43456, Head : 0.39163, Avg : 0.4131 + MR: Tail : 644.44, Head : 628.43, Avg : 636.43 + Hit-1: Tail : 0.33681, Head : 0.29409, Avg : 0.31545 + Hit-3: Tail : 0.4872, Head : 0.43901, Avg : 0.4631 + Hit-10: Tail : 0.61719, Head : 0.5809, Avg : 0.59904 +2023-05-21 09:46:56,886 - ice0003_2 - [INFO] - [Epoch 309]: Training Loss: 0.0016051, Valid MRR: 0.41466, + + + +2023-05-21 09:46:58,046 - ice0003_2 - [INFO] - [E:310| 0]: Train Loss:0.0016285, Val MRR:0.41466, ice0003_2 +2023-05-21 09:48:40,852 - ice0003_2 - [INFO] - [E:310| 100]: Train Loss:0.0016003, Val MRR:0.41466, ice0003_2 +2023-05-21 09:50:22,281 - ice0003_2 - [INFO] - [E:310| 200]: Train Loss:0.0016005, Val MRR:0.41466, ice0003_2 diff --git a/log/ice001 b/log/ice001 new file mode 100644 index 0000000..86dadf4 --- /dev/null +++ b/log/ice001 @@ -0,0 +1,6205 @@ +2023-05-24 14:07:19,973 - ice001 - [INFO] - {'dataset': 'icews14', 'name': 'ice001', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-24 14:07:29,027 - ice001 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, ice001 +2023-05-24 14:08:06,686 - ice001 - [INFO] - {'dataset': 'icews14', 'name': 'ice001', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-24 14:08:15,556 - ice001 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, ice001 +2023-05-24 14:09:56,261 - ice001 - [INFO] - [E:0| 100]: Train Loss:0.054336, Val MRR:0.0, ice001 +2023-05-24 14:11:36,802 - ice001 - [INFO] - [E:0| 200]: Train Loss:0.029316, Val MRR:0.0, ice001 +2023-05-24 14:13:17,881 - ice001 - [INFO] - [E:0| 300]: Train Loss:0.020588, Val MRR:0.0, ice001 +2023-05-24 14:14:49,529 - ice001 - [INFO] - [E:0| 400]: Train Loss:0.016128, Val MRR:0.0, ice001 +2023-05-24 14:16:30,790 - ice001 - [INFO] - [E:0| 500]: Train Loss:0.01342, Val MRR:0.0, ice001 +2023-05-24 14:18:12,167 - ice001 - [INFO] - [E:0| 600]: Train Loss:0.011601, Val MRR:0.0, ice001 +2023-05-24 14:19:53,155 - ice001 - [INFO] - [E:0| 700]: Train Loss:0.010297, Val MRR:0.0, ice001 +2023-05-24 14:21:34,076 - ice001 - [INFO] - [E:0| 800]: Train Loss:0.0093149, Val MRR:0.0, ice001 +2023-05-24 14:23:05,453 - ice001 - [INFO] - [E:0| 900]: Train Loss:0.00855, Val MRR:0.0, ice001 +2023-05-24 14:24:16,868 - ice001 - [INFO] - [Epoch:0]: Training Loss:0.008102 + +2023-05-24 14:24:17,213 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 14:24:40,315 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 14:25:03,183 - ice001 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.09422, Head : 0.07029, Avg : 0.08226 + +2023-05-24 14:25:06,742 - ice001 - [INFO] - [Epoch 0]: Training Loss: 0.0081024, Valid MRR: 0.08226, + + + +2023-05-24 14:25:07,949 - ice001 - [INFO] - [E:1| 0]: Train Loss:0.002409, Val MRR:0.08226, ice001 +2023-05-24 14:26:49,098 - ice001 - [INFO] - [E:1| 100]: Train Loss:0.0024128, Val MRR:0.08226, ice001 +2023-05-24 14:28:30,707 - ice001 - [INFO] - [E:1| 200]: Train Loss:0.0024116, Val MRR:0.08226, ice001 +2023-05-24 14:30:12,050 - ice001 - [INFO] - [E:1| 300]: Train Loss:0.0024132, Val MRR:0.08226, ice001 +2023-05-24 14:31:44,040 - ice001 - [INFO] - [E:1| 400]: Train Loss:0.0024127, Val MRR:0.08226, ice001 +2023-05-24 14:33:25,521 - ice001 - [INFO] - [E:1| 500]: Train Loss:0.0024124, Val MRR:0.08226, ice001 +2023-05-24 14:35:07,444 - ice001 - [INFO] - [E:1| 600]: Train Loss:0.0024124, Val MRR:0.08226, ice001 +2023-05-24 14:36:49,805 - ice001 - [INFO] - [E:1| 700]: Train Loss:0.0024121, Val MRR:0.08226, ice001 +2023-05-24 14:38:30,326 - ice001 - [INFO] - [E:1| 800]: Train Loss:0.0024116, Val MRR:0.08226, ice001 +2023-05-24 14:40:02,720 - ice001 - [INFO] - [E:1| 900]: Train Loss:0.0024113, Val MRR:0.08226, ice001 +2023-05-24 14:41:13,464 - ice001 - [INFO] - [Epoch:1]: Training Loss:0.002411 + +2023-05-24 14:41:13,976 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 14:41:36,805 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 14:41:59,264 - ice001 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.0962, Head : 0.07173, Avg : 0.08396 + +2023-05-24 14:42:02,674 - ice001 - [INFO] - [Epoch 1]: Training Loss: 0.0024111, Valid MRR: 0.08396, + + + +2023-05-24 14:42:03,855 - ice001 - [INFO] - [E:2| 0]: Train Loss:0.0024705, Val MRR:0.08396, ice001 +2023-05-24 14:43:45,140 - ice001 - [INFO] - [E:2| 100]: Train Loss:0.0024215, Val MRR:0.08396, ice001 +2023-05-24 14:45:26,562 - ice001 - [INFO] - [E:2| 200]: Train Loss:0.0024152, Val MRR:0.08396, ice001 +2023-05-24 14:47:00,077 - ice001 - [INFO] - [E:2| 300]: Train Loss:0.0024129, Val MRR:0.08396, ice001 +2023-05-24 14:48:39,618 - ice001 - [INFO] - [E:2| 400]: Train Loss:0.0024116, Val MRR:0.08396, ice001 +2023-05-24 14:50:24,118 - ice001 - [INFO] - [E:2| 500]: Train Loss:0.0024108, Val MRR:0.08396, ice001 +2023-05-24 14:52:05,949 - ice001 - [INFO] - [E:2| 600]: Train Loss:0.0024099, Val MRR:0.08396, ice001 +2023-05-24 14:53:47,467 - ice001 - [INFO] - [E:2| 700]: Train Loss:0.002406, Val MRR:0.08396, ice001 +2023-05-24 14:55:23,838 - ice001 - [INFO] - [E:2| 800]: Train Loss:0.0024033, Val MRR:0.08396, ice001 +2023-05-24 14:57:00,312 - ice001 - [INFO] - [E:2| 900]: Train Loss:0.0023998, Val MRR:0.08396, ice001 +2023-05-24 14:58:11,757 - ice001 - [INFO] - [Epoch:2]: Training Loss:0.002398 + +2023-05-24 14:58:12,109 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 14:58:35,300 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 14:58:58,065 - ice001 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.10747, Head : 0.08072, Avg : 0.0941 + +2023-05-24 14:59:01,991 - ice001 - [INFO] - [Epoch 2]: Training Loss: 0.0023979, Valid MRR: 0.0941, + + + +2023-05-24 14:59:03,194 - ice001 - [INFO] - [E:3| 0]: Train Loss:0.0023859, Val MRR:0.0941, ice001 +2023-05-24 15:00:43,361 - ice001 - [INFO] - [E:3| 100]: Train Loss:0.0023586, Val MRR:0.0941, ice001 +2023-05-24 15:02:24,214 - ice001 - [INFO] - [E:3| 200]: Train Loss:0.0023582, Val MRR:0.0941, ice001 +2023-05-24 15:03:55,156 - ice001 - [INFO] - [E:3| 300]: Train Loss:0.0023583, Val MRR:0.0941, ice001 +2023-05-24 15:05:36,980 - ice001 - [INFO] - [E:3| 400]: Train Loss:0.0023565, Val MRR:0.0941, ice001 +2023-05-24 15:07:18,481 - ice001 - [INFO] - [E:3| 500]: Train Loss:0.0023568, Val MRR:0.0941, ice001 +2023-05-24 15:09:00,805 - ice001 - [INFO] - [E:3| 600]: Train Loss:0.0023541, Val MRR:0.0941, ice001 +2023-05-24 15:10:43,169 - ice001 - [INFO] - [E:3| 700]: Train Loss:0.0023525, Val MRR:0.0941, ice001 +2023-05-24 15:12:15,112 - ice001 - [INFO] - [E:3| 800]: Train Loss:0.0023512, Val MRR:0.0941, ice001 +2023-05-24 15:13:56,355 - ice001 - [INFO] - [E:3| 900]: Train Loss:0.0023475, Val MRR:0.0941, ice001 +2023-05-24 15:15:08,034 - ice001 - [INFO] - [Epoch:3]: Training Loss:0.002346 + +2023-05-24 15:15:08,376 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 15:15:31,467 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 15:15:54,475 - ice001 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.1698, Head : 0.1404, Avg : 0.1551 + +2023-05-24 15:15:57,809 - ice001 - [INFO] - [Epoch 3]: Training Loss: 0.0023461, Valid MRR: 0.1551, + + + +2023-05-24 15:15:59,011 - ice001 - [INFO] - [E:4| 0]: Train Loss:0.0023018, Val MRR:0.1551, ice001 +2023-05-24 15:17:40,108 - ice001 - [INFO] - [E:4| 100]: Train Loss:0.0022981, Val MRR:0.1551, ice001 +2023-05-24 15:19:21,336 - ice001 - [INFO] - [E:4| 200]: Train Loss:0.0022982, Val MRR:0.1551, ice001 +2023-05-24 15:20:53,275 - ice001 - [INFO] - [E:4| 300]: Train Loss:0.0022963, Val MRR:0.1551, ice001 +2023-05-24 15:22:34,372 - ice001 - [INFO] - [E:4| 400]: Train Loss:0.002293, Val MRR:0.1551, ice001 +2023-05-24 15:24:15,227 - ice001 - [INFO] - [E:4| 500]: Train Loss:0.002291, Val MRR:0.1551, ice001 +2023-05-24 15:25:55,877 - ice001 - [INFO] - [E:4| 600]: Train Loss:0.0022865, Val MRR:0.1551, ice001 +2023-05-24 15:27:36,883 - ice001 - [INFO] - [E:4| 700]: Train Loss:0.0022826, Val MRR:0.1551, ice001 +2023-05-24 15:29:08,197 - ice001 - [INFO] - [E:4| 800]: Train Loss:0.0022784, Val MRR:0.1551, ice001 +2023-05-24 15:30:49,697 - ice001 - [INFO] - [E:4| 900]: Train Loss:0.0022752, Val MRR:0.1551, ice001 +2023-05-24 15:32:00,815 - ice001 - [INFO] - [Epoch:4]: Training Loss:0.002274 + +2023-05-24 15:32:01,333 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 15:32:24,155 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 15:32:46,673 - ice001 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.25448, Head : 0.20822, Avg : 0.23135 + +2023-05-24 15:32:50,259 - ice001 - [INFO] - [Epoch 4]: Training Loss: 0.0022736, Valid MRR: 0.23135, + + + +2023-05-24 15:32:51,288 - ice001 - [INFO] - [E:5| 0]: Train Loss:0.0022193, Val MRR:0.23135, ice001 +2023-05-24 15:34:32,046 - ice001 - [INFO] - [E:5| 100]: Train Loss:0.0022276, Val MRR:0.23135, ice001 +2023-05-24 15:36:16,393 - ice001 - [INFO] - [E:5| 200]: Train Loss:0.0022259, Val MRR:0.23135, ice001 +2023-05-24 15:37:47,442 - ice001 - [INFO] - [E:5| 300]: Train Loss:0.002225, Val MRR:0.23135, ice001 +2023-05-24 15:39:28,388 - ice001 - [INFO] - [E:5| 400]: Train Loss:0.0022232, Val MRR:0.23135, ice001 +2023-05-24 15:41:08,945 - ice001 - [INFO] - [E:5| 500]: Train Loss:0.0022224, Val MRR:0.23135, ice001 +2023-05-24 15:42:49,782 - ice001 - [INFO] - [E:5| 600]: Train Loss:0.0022206, Val MRR:0.23135, ice001 +2023-05-24 15:44:29,840 - ice001 - [INFO] - [E:5| 700]: Train Loss:0.0022197, Val MRR:0.23135, ice001 +2023-05-24 15:46:01,615 - ice001 - [INFO] - [E:5| 800]: Train Loss:0.0022181, Val MRR:0.23135, ice001 +2023-05-24 15:47:42,963 - ice001 - [INFO] - [E:5| 900]: Train Loss:0.002217, Val MRR:0.23135, ice001 +2023-05-24 15:48:53,980 - ice001 - [INFO] - [Epoch:5]: Training Loss:0.002216 + +2023-05-24 15:48:54,441 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 15:49:17,402 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 15:49:40,022 - ice001 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.30047, Head : 0.23879, Avg : 0.26963 + +2023-05-24 15:49:43,769 - ice001 - [INFO] - [Epoch 5]: Training Loss: 0.002216, Valid MRR: 0.26963, + + + +2023-05-24 15:49:44,754 - ice001 - [INFO] - [E:6| 0]: Train Loss:0.0022037, Val MRR:0.26963, ice001 +2023-05-24 15:51:26,646 - ice001 - [INFO] - [E:6| 100]: Train Loss:0.0021809, Val MRR:0.26963, ice001 +2023-05-24 15:53:08,199 - ice001 - [INFO] - [E:6| 200]: Train Loss:0.0021815, Val MRR:0.26963, ice001 +2023-05-24 15:54:40,133 - ice001 - [INFO] - [E:6| 300]: Train Loss:0.0021797, Val MRR:0.26963, ice001 +2023-05-24 15:56:21,191 - ice001 - [INFO] - [E:6| 400]: Train Loss:0.0021812, Val MRR:0.26963, ice001 +2023-05-24 15:58:02,562 - ice001 - [INFO] - [E:6| 500]: Train Loss:0.002181, Val MRR:0.26963, ice001 +2023-05-24 15:59:43,571 - ice001 - [INFO] - [E:6| 600]: Train Loss:0.0021794, Val MRR:0.26963, ice001 +2023-05-24 16:01:25,068 - ice001 - [INFO] - [E:6| 700]: Train Loss:0.0021785, Val MRR:0.26963, ice001 +2023-05-24 16:02:56,061 - ice001 - [INFO] - [E:6| 800]: Train Loss:0.0021773, Val MRR:0.26963, ice001 +2023-05-24 16:04:36,563 - ice001 - [INFO] - [E:6| 900]: Train Loss:0.002176, Val MRR:0.26963, ice001 +2023-05-24 16:05:46,570 - ice001 - [INFO] - [Epoch:6]: Training Loss:0.002175 + +2023-05-24 16:05:47,073 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 16:06:09,730 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 16:06:32,454 - ice001 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.32371, Head : 0.27327, Avg : 0.29849 + +2023-05-24 16:06:36,145 - ice001 - [INFO] - [Epoch 6]: Training Loss: 0.0021752, Valid MRR: 0.29849, + + + +2023-05-24 16:06:37,353 - ice001 - [INFO] - [E:7| 0]: Train Loss:0.0021851, Val MRR:0.29849, ice001 +2023-05-24 16:08:17,890 - ice001 - [INFO] - [E:7| 100]: Train Loss:0.0021347, Val MRR:0.29849, ice001 +2023-05-24 16:09:58,031 - ice001 - [INFO] - [E:7| 200]: Train Loss:0.0021356, Val MRR:0.29849, ice001 +2023-05-24 16:11:29,525 - ice001 - [INFO] - [E:7| 300]: Train Loss:0.0021366, Val MRR:0.29849, ice001 +2023-05-24 16:13:10,799 - ice001 - [INFO] - [E:7| 400]: Train Loss:0.0021353, Val MRR:0.29849, ice001 +2023-05-24 16:14:51,698 - ice001 - [INFO] - [E:7| 500]: Train Loss:0.0021355, Val MRR:0.29849, ice001 +2023-05-24 16:16:32,338 - ice001 - [INFO] - [E:7| 600]: Train Loss:0.0021361, Val MRR:0.29849, ice001 +2023-05-24 16:18:13,740 - ice001 - [INFO] - [E:7| 700]: Train Loss:0.002137, Val MRR:0.29849, ice001 +2023-05-24 16:19:45,289 - ice001 - [INFO] - [E:7| 800]: Train Loss:0.002137, Val MRR:0.29849, ice001 +2023-05-24 16:21:26,612 - ice001 - [INFO] - [E:7| 900]: Train Loss:0.0021372, Val MRR:0.29849, ice001 +2023-05-24 16:22:40,722 - ice001 - [INFO] - [Epoch:7]: Training Loss:0.002136 + +2023-05-24 16:22:41,183 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 16:23:04,115 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 16:23:26,883 - ice001 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.34996, Head : 0.29782, Avg : 0.32389 + +2023-05-24 16:23:30,917 - ice001 - [INFO] - [Epoch 7]: Training Loss: 0.0021362, Valid MRR: 0.32389, + + + +2023-05-24 16:23:32,068 - ice001 - [INFO] - [E:8| 0]: Train Loss:0.0020803, Val MRR:0.32389, ice001 +2023-05-24 16:25:13,488 - ice001 - [INFO] - [E:8| 100]: Train Loss:0.0020892, Val MRR:0.32389, ice001 +2023-05-24 16:26:54,405 - ice001 - [INFO] - [E:8| 200]: Train Loss:0.0020913, Val MRR:0.32389, ice001 +2023-05-24 16:28:26,253 - ice001 - [INFO] - [E:8| 300]: Train Loss:0.0020944, Val MRR:0.32389, ice001 +2023-05-24 16:30:06,757 - ice001 - [INFO] - [E:8| 400]: Train Loss:0.0020962, Val MRR:0.32389, ice001 +2023-05-24 16:31:47,122 - ice001 - [INFO] - [E:8| 500]: Train Loss:0.0020976, Val MRR:0.32389, ice001 +2023-05-24 16:33:27,528 - ice001 - [INFO] - [E:8| 600]: Train Loss:0.0020976, Val MRR:0.32389, ice001 +2023-05-24 16:35:08,681 - ice001 - [INFO] - [E:8| 700]: Train Loss:0.0020976, Val MRR:0.32389, ice001 +2023-05-24 16:36:39,039 - ice001 - [INFO] - [E:8| 800]: Train Loss:0.0020976, Val MRR:0.32389, ice001 +2023-05-24 16:38:19,070 - ice001 - [INFO] - [E:8| 900]: Train Loss:0.0020981, Val MRR:0.32389, ice001 +2023-05-24 16:39:29,952 - ice001 - [INFO] - [Epoch:8]: Training Loss:0.002098 + +2023-05-24 16:39:30,475 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 16:39:53,183 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 16:40:15,704 - ice001 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.35951, Head : 0.30937, Avg : 0.33444 + +2023-05-24 16:40:17,068 - ice001 - [INFO] - [Epoch 8]: Training Loss: 0.0020982, Valid MRR: 0.33444, + + + +2023-05-24 16:40:18,032 - ice001 - [INFO] - [E:9| 0]: Train Loss:0.0019898, Val MRR:0.33444, ice001 +2023-05-24 16:41:58,142 - ice001 - [INFO] - [E:9| 100]: Train Loss:0.0020481, Val MRR:0.33444, ice001 +2023-05-24 16:43:36,271 - ice001 - [INFO] - [E:9| 200]: Train Loss:0.0020521, Val MRR:0.33444, ice001 +2023-05-24 16:45:09,614 - ice001 - [INFO] - [E:9| 300]: Train Loss:0.0020543, Val MRR:0.33444, ice001 +2023-05-24 16:46:50,497 - ice001 - [INFO] - [E:9| 400]: Train Loss:0.0020569, Val MRR:0.33444, ice001 +2023-05-24 16:48:30,871 - ice001 - [INFO] - [E:9| 500]: Train Loss:0.002058, Val MRR:0.33444, ice001 +2023-05-24 16:50:11,730 - ice001 - [INFO] - [E:9| 600]: Train Loss:0.0020591, Val MRR:0.33444, ice001 +2023-05-24 16:51:52,775 - ice001 - [INFO] - [E:9| 700]: Train Loss:0.0020596, Val MRR:0.33444, ice001 +2023-05-24 16:53:24,528 - ice001 - [INFO] - [E:9| 800]: Train Loss:0.0020606, Val MRR:0.33444, ice001 +2023-05-24 16:55:06,294 - ice001 - [INFO] - [E:9| 900]: Train Loss:0.0020599, Val MRR:0.33444, ice001 +2023-05-24 16:56:17,634 - ice001 - [INFO] - [Epoch:9]: Training Loss:0.00206 + +2023-05-24 16:56:18,106 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 16:56:40,778 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 16:57:03,429 - ice001 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.36983, Head : 0.31534, Avg : 0.34259 + MR: Tail : 341.77, Head : 363.96, Avg : 352.86 + Hit-1: Tail : 0.27661, Head : 0.22333, Avg : 0.24997 + Hit-3: Tail : 0.41146, Head : 0.34592, Avg : 0.37869 + Hit-10: Tail : 0.54958, Head : 0.49812, Avg : 0.52385 +2023-05-24 16:57:04,683 - ice001 - [INFO] - [Epoch 9]: Training Loss: 0.0020601, Valid MRR: 0.34259, + + + +2023-05-24 16:57:05,525 - ice001 - [INFO] - [E:10| 0]: Train Loss:0.0020343, Val MRR:0.34259, ice001 +2023-05-24 16:58:46,432 - ice001 - [INFO] - [E:10| 100]: Train Loss:0.0020081, Val MRR:0.34259, ice001 +2023-05-24 17:00:21,023 - ice001 - [INFO] - [E:10| 200]: Train Loss:0.002015, Val MRR:0.34259, ice001 +2023-05-24 17:01:59,389 - ice001 - [INFO] - [E:10| 300]: Train Loss:0.0020161, Val MRR:0.34259, ice001 +2023-05-24 17:03:40,922 - ice001 - [INFO] - [E:10| 400]: Train Loss:0.0020154, Val MRR:0.34259, ice001 +2023-05-24 17:05:22,962 - ice001 - [INFO] - [E:10| 500]: Train Loss:0.0020178, Val MRR:0.34259, ice001 +2023-05-24 17:07:04,274 - ice001 - [INFO] - [E:10| 600]: Train Loss:0.0020193, Val MRR:0.34259, ice001 +2023-05-24 17:08:40,460 - ice001 - [INFO] - [E:10| 700]: Train Loss:0.0020208, Val MRR:0.34259, ice001 +2023-05-24 17:10:17,908 - ice001 - [INFO] - [E:10| 800]: Train Loss:0.0020216, Val MRR:0.34259, ice001 +2023-05-24 17:11:57,862 - ice001 - [INFO] - [E:10| 900]: Train Loss:0.0020231, Val MRR:0.34259, ice001 +2023-05-24 17:13:07,739 - ice001 - [INFO] - [Epoch:10]: Training Loss:0.002024 + +2023-05-24 17:13:08,239 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 17:13:30,920 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 17:13:53,490 - ice001 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.36675, Head : 0.31379, Avg : 0.34027 + +2023-05-24 17:13:53,490 - ice001 - [INFO] - [Epoch 10]: Training Loss: 0.0020243, Valid MRR: 0.34259, + + + +2023-05-24 17:13:54,671 - ice001 - [INFO] - [E:11| 0]: Train Loss:0.0020116, Val MRR:0.34259, ice001 +2023-05-24 17:15:34,990 - ice001 - [INFO] - [E:11| 100]: Train Loss:0.0019734, Val MRR:0.34259, ice001 +2023-05-24 17:17:06,220 - ice001 - [INFO] - [E:11| 200]: Train Loss:0.0019771, Val MRR:0.34259, ice001 +2023-05-24 17:18:47,406 - ice001 - [INFO] - [E:11| 300]: Train Loss:0.0019818, Val MRR:0.34259, ice001 +2023-05-24 17:20:28,321 - ice001 - [INFO] - [E:11| 400]: Train Loss:0.0019847, Val MRR:0.34259, ice001 +2023-05-24 17:22:09,744 - ice001 - [INFO] - [E:11| 500]: Train Loss:0.001985, Val MRR:0.34259, ice001 +2023-05-24 17:23:51,090 - ice001 - [INFO] - [E:11| 600]: Train Loss:0.0019862, Val MRR:0.34259, ice001 +2023-05-24 17:25:21,667 - ice001 - [INFO] - [E:11| 700]: Train Loss:0.0019867, Val MRR:0.34259, ice001 +2023-05-24 17:27:03,195 - ice001 - [INFO] - [E:11| 800]: Train Loss:0.0019886, Val MRR:0.34259, ice001 +2023-05-24 17:28:45,201 - ice001 - [INFO] - [E:11| 900]: Train Loss:0.0019894, Val MRR:0.34259, ice001 +2023-05-24 17:29:56,632 - ice001 - [INFO] - [Epoch:11]: Training Loss:0.00199 + +2023-05-24 17:29:56,893 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 17:30:20,064 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 17:30:42,790 - ice001 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.37459, Head : 0.32255, Avg : 0.34857 + +2023-05-24 17:30:44,024 - ice001 - [INFO] - [Epoch 11]: Training Loss: 0.0019905, Valid MRR: 0.34857, + + + +2023-05-24 17:30:45,216 - ice001 - [INFO] - [E:12| 0]: Train Loss:0.0019862, Val MRR:0.34857, ice001 +2023-05-24 17:32:26,746 - ice001 - [INFO] - [E:12| 100]: Train Loss:0.00195, Val MRR:0.34857, ice001 +2023-05-24 17:33:58,176 - ice001 - [INFO] - [E:12| 200]: Train Loss:0.001948, Val MRR:0.34857, ice001 +2023-05-24 17:35:38,732 - ice001 - [INFO] - [E:12| 300]: Train Loss:0.0019489, Val MRR:0.34857, ice001 +2023-05-24 17:37:19,244 - ice001 - [INFO] - [E:12| 400]: Train Loss:0.0019516, Val MRR:0.34857, ice001 +2023-05-24 17:38:59,444 - ice001 - [INFO] - [E:12| 500]: Train Loss:0.0019524, Val MRR:0.34857, ice001 +2023-05-24 17:40:40,668 - ice001 - [INFO] - [E:12| 600]: Train Loss:0.0019534, Val MRR:0.34857, ice001 +2023-05-24 17:42:12,189 - ice001 - [INFO] - [E:12| 700]: Train Loss:0.0019556, Val MRR:0.34857, ice001 +2023-05-24 17:43:53,235 - ice001 - [INFO] - [E:12| 800]: Train Loss:0.0019569, Val MRR:0.34857, ice001 +2023-05-24 17:45:34,359 - ice001 - [INFO] - [E:12| 900]: Train Loss:0.0019581, Val MRR:0.34857, ice001 +2023-05-24 17:46:45,235 - ice001 - [INFO] - [Epoch:12]: Training Loss:0.001959 + +2023-05-24 17:46:45,758 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 17:47:08,421 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 17:47:30,867 - ice001 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.37804, Head : 0.32399, Avg : 0.35101 + +2023-05-24 17:47:32,120 - ice001 - [INFO] - [Epoch 12]: Training Loss: 0.0019592, Valid MRR: 0.35101, + + + +2023-05-24 17:47:33,094 - ice001 - [INFO] - [E:13| 0]: Train Loss:0.0018611, Val MRR:0.35101, ice001 +2023-05-24 17:49:14,501 - ice001 - [INFO] - [E:13| 100]: Train Loss:0.001911, Val MRR:0.35101, ice001 +2023-05-24 17:50:46,092 - ice001 - [INFO] - [E:13| 200]: Train Loss:0.0019168, Val MRR:0.35101, ice001 +2023-05-24 17:52:27,969 - ice001 - [INFO] - [E:13| 300]: Train Loss:0.0019183, Val MRR:0.35101, ice001 +2023-05-24 17:54:12,159 - ice001 - [INFO] - [E:13| 400]: Train Loss:0.0019211, Val MRR:0.35101, ice001 +2023-05-24 17:55:53,589 - ice001 - [INFO] - [E:13| 500]: Train Loss:0.0019224, Val MRR:0.35101, ice001 +2023-05-24 17:57:34,613 - ice001 - [INFO] - [E:13| 600]: Train Loss:0.0019241, Val MRR:0.35101, ice001 +2023-05-24 17:59:05,972 - ice001 - [INFO] - [E:13| 700]: Train Loss:0.0019257, Val MRR:0.35101, ice001 +2023-05-24 18:00:47,704 - ice001 - [INFO] - [E:13| 800]: Train Loss:0.0019273, Val MRR:0.35101, ice001 +2023-05-24 18:02:28,467 - ice001 - [INFO] - [E:13| 900]: Train Loss:0.001929, Val MRR:0.35101, ice001 +2023-05-24 18:03:39,375 - ice001 - [INFO] - [Epoch:13]: Training Loss:0.00193 + +2023-05-24 18:03:39,665 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 18:04:02,755 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 18:04:25,340 - ice001 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.37622, Head : 0.32503, Avg : 0.35062 + +2023-05-24 18:04:25,340 - ice001 - [INFO] - [Epoch 13]: Training Loss: 0.0019302, Valid MRR: 0.35101, + + + +2023-05-24 18:04:26,435 - ice001 - [INFO] - [E:14| 0]: Train Loss:0.00189, Val MRR:0.35101, ice001 +2023-05-24 18:06:07,625 - ice001 - [INFO] - [E:14| 100]: Train Loss:0.0018874, Val MRR:0.35101, ice001 +2023-05-24 18:07:38,731 - ice001 - [INFO] - [E:14| 200]: Train Loss:0.0018923, Val MRR:0.35101, ice001 +2023-05-24 18:09:20,097 - ice001 - [INFO] - [E:14| 300]: Train Loss:0.0018964, Val MRR:0.35101, ice001 +2023-05-24 18:11:01,796 - ice001 - [INFO] - [E:14| 400]: Train Loss:0.0018966, Val MRR:0.35101, ice001 +2023-05-24 18:12:43,394 - ice001 - [INFO] - [E:14| 500]: Train Loss:0.0018986, Val MRR:0.35101, ice001 +2023-05-24 18:14:24,878 - ice001 - [INFO] - [E:14| 600]: Train Loss:0.0018988, Val MRR:0.35101, ice001 +2023-05-24 18:15:56,799 - ice001 - [INFO] - [E:14| 700]: Train Loss:0.0018995, Val MRR:0.35101, ice001 +2023-05-24 18:17:38,342 - ice001 - [INFO] - [E:14| 800]: Train Loss:0.0019003, Val MRR:0.35101, ice001 +2023-05-24 18:19:20,077 - ice001 - [INFO] - [E:14| 900]: Train Loss:0.0019015, Val MRR:0.35101, ice001 +2023-05-24 18:20:31,288 - ice001 - [INFO] - [Epoch:14]: Training Loss:0.001903 + +2023-05-24 18:20:31,635 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 18:20:54,934 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 18:21:17,693 - ice001 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.37271, Head : 0.32125, Avg : 0.34698 + +2023-05-24 18:21:17,694 - ice001 - [INFO] - [Epoch 14]: Training Loss: 0.0019028, Valid MRR: 0.35101, + + + +2023-05-24 18:21:18,612 - ice001 - [INFO] - [E:15| 0]: Train Loss:0.0018828, Val MRR:0.35101, ice001 +2023-05-24 18:22:59,033 - ice001 - [INFO] - [E:15| 100]: Train Loss:0.0018699, Val MRR:0.35101, ice001 +2023-05-24 18:24:30,371 - ice001 - [INFO] - [E:15| 200]: Train Loss:0.0018702, Val MRR:0.35101, ice001 +2023-05-24 18:26:10,743 - ice001 - [INFO] - [E:15| 300]: Train Loss:0.0018734, Val MRR:0.35101, ice001 +2023-05-24 18:27:51,109 - ice001 - [INFO] - [E:15| 400]: Train Loss:0.0018714, Val MRR:0.35101, ice001 +2023-05-24 18:29:32,521 - ice001 - [INFO] - [E:15| 500]: Train Loss:0.0018716, Val MRR:0.35101, ice001 +2023-05-24 18:31:13,589 - ice001 - [INFO] - [E:15| 600]: Train Loss:0.0018733, Val MRR:0.35101, ice001 +2023-05-24 18:32:45,597 - ice001 - [INFO] - [E:15| 700]: Train Loss:0.001874, Val MRR:0.35101, ice001 +2023-05-24 18:34:26,574 - ice001 - [INFO] - [E:15| 800]: Train Loss:0.0018747, Val MRR:0.35101, ice001 +2023-05-24 18:36:08,137 - ice001 - [INFO] - [E:15| 900]: Train Loss:0.0018762, Val MRR:0.35101, ice001 +2023-05-24 18:37:19,189 - ice001 - [INFO] - [Epoch:15]: Training Loss:0.001877 + +2023-05-24 18:37:19,465 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 18:37:42,303 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 18:38:05,034 - ice001 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.38188, Head : 0.33128, Avg : 0.35658 + +2023-05-24 18:38:06,310 - ice001 - [INFO] - [Epoch 15]: Training Loss: 0.0018769, Valid MRR: 0.35658, + + + +2023-05-24 18:38:07,413 - ice001 - [INFO] - [E:16| 0]: Train Loss:0.0018171, Val MRR:0.35658, ice001 +2023-05-24 18:39:50,619 - ice001 - [INFO] - [E:16| 100]: Train Loss:0.0018377, Val MRR:0.35658, ice001 +2023-05-24 18:41:21,648 - ice001 - [INFO] - [E:16| 200]: Train Loss:0.0018432, Val MRR:0.35658, ice001 +2023-05-24 18:43:03,005 - ice001 - [INFO] - [E:16| 300]: Train Loss:0.0018453, Val MRR:0.35658, ice001 +2023-05-24 18:44:43,687 - ice001 - [INFO] - [E:16| 400]: Train Loss:0.0018458, Val MRR:0.35658, ice001 +2023-05-24 18:46:24,720 - ice001 - [INFO] - [E:16| 500]: Train Loss:0.0018465, Val MRR:0.35658, ice001 +2023-05-24 18:48:05,675 - ice001 - [INFO] - [E:16| 600]: Train Loss:0.0018476, Val MRR:0.35658, ice001 +2023-05-24 18:49:37,306 - ice001 - [INFO] - [E:16| 700]: Train Loss:0.0018495, Val MRR:0.35658, ice001 +2023-05-24 18:51:18,556 - ice001 - [INFO] - [E:16| 800]: Train Loss:0.0018508, Val MRR:0.35658, ice001 +2023-05-24 18:52:59,667 - ice001 - [INFO] - [E:16| 900]: Train Loss:0.0018517, Val MRR:0.35658, ice001 +2023-05-24 18:54:10,923 - ice001 - [INFO] - [Epoch:16]: Training Loss:0.001853 + +2023-05-24 18:54:11,184 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 18:54:34,133 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 18:54:56,955 - ice001 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.38554, Head : 0.32955, Avg : 0.35754 + +2023-05-24 18:54:58,340 - ice001 - [INFO] - [Epoch 16]: Training Loss: 0.0018526, Valid MRR: 0.35754, + + + +2023-05-24 18:54:59,555 - ice001 - [INFO] - [E:17| 0]: Train Loss:0.0018665, Val MRR:0.35754, ice001 +2023-05-24 18:56:38,072 - ice001 - [INFO] - [E:17| 100]: Train Loss:0.0018147, Val MRR:0.35754, ice001 +2023-05-24 18:58:12,274 - ice001 - [INFO] - [E:17| 200]: Train Loss:0.0018182, Val MRR:0.35754, ice001 +2023-05-24 18:59:53,333 - ice001 - [INFO] - [E:17| 300]: Train Loss:0.001821, Val MRR:0.35754, ice001 +2023-05-24 19:01:34,387 - ice001 - [INFO] - [E:17| 400]: Train Loss:0.0018229, Val MRR:0.35754, ice001 +2023-05-24 19:03:15,926 - ice001 - [INFO] - [E:17| 500]: Train Loss:0.0018246, Val MRR:0.35754, ice001 +2023-05-24 19:04:55,008 - ice001 - [INFO] - [E:17| 600]: Train Loss:0.0018264, Val MRR:0.35754, ice001 +2023-05-24 19:06:28,429 - ice001 - [INFO] - [E:17| 700]: Train Loss:0.0018275, Val MRR:0.35754, ice001 +2023-05-24 19:08:09,138 - ice001 - [INFO] - [E:17| 800]: Train Loss:0.0018279, Val MRR:0.35754, ice001 +2023-05-24 19:09:50,362 - ice001 - [INFO] - [E:17| 900]: Train Loss:0.0018294, Val MRR:0.35754, ice001 +2023-05-24 19:11:00,923 - ice001 - [INFO] - [Epoch:17]: Training Loss:0.00183 + +2023-05-24 19:11:01,275 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 19:11:24,246 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 19:11:46,969 - ice001 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.38007, Head : 0.32691, Avg : 0.35349 + +2023-05-24 19:11:46,969 - ice001 - [INFO] - [Epoch 17]: Training Loss: 0.0018301, Valid MRR: 0.35754, + + + +2023-05-24 19:11:48,155 - ice001 - [INFO] - [E:18| 0]: Train Loss:0.001762, Val MRR:0.35754, ice001 +2023-05-24 19:13:21,919 - ice001 - [INFO] - [E:18| 100]: Train Loss:0.0018013, Val MRR:0.35754, ice001 +2023-05-24 19:15:00,114 - ice001 - [INFO] - [E:18| 200]: Train Loss:0.0018007, Val MRR:0.35754, ice001 +2023-05-24 19:16:41,257 - ice001 - [INFO] - [E:18| 300]: Train Loss:0.0018008, Val MRR:0.35754, ice001 +2023-05-24 19:18:22,706 - ice001 - [INFO] - [E:18| 400]: Train Loss:0.0018032, Val MRR:0.35754, ice001 +2023-05-24 19:20:03,475 - ice001 - [INFO] - [E:18| 500]: Train Loss:0.0018031, Val MRR:0.35754, ice001 +2023-05-24 19:21:38,335 - ice001 - [INFO] - [E:18| 600]: Train Loss:0.0018047, Val MRR:0.35754, ice001 +2023-05-24 19:23:15,172 - ice001 - [INFO] - [E:18| 700]: Train Loss:0.0018063, Val MRR:0.35754, ice001 +2023-05-24 19:24:55,633 - ice001 - [INFO] - [E:18| 800]: Train Loss:0.0018085, Val MRR:0.35754, ice001 +2023-05-24 19:26:38,627 - ice001 - [INFO] - [E:18| 900]: Train Loss:0.0018095, Val MRR:0.35754, ice001 +2023-05-24 19:27:49,667 - ice001 - [INFO] - [Epoch:18]: Training Loss:0.00181 + +2023-05-24 19:27:50,019 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 19:28:13,209 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 19:28:36,102 - ice001 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.3748, Head : 0.32078, Avg : 0.34779 + +2023-05-24 19:28:36,102 - ice001 - [INFO] - [Epoch 18]: Training Loss: 0.00181, Valid MRR: 0.35754, + + + +2023-05-24 19:28:36,997 - ice001 - [INFO] - [E:19| 0]: Train Loss:0.0017973, Val MRR:0.35754, ice001 +2023-05-24 19:30:09,275 - ice001 - [INFO] - [E:19| 100]: Train Loss:0.0017826, Val MRR:0.35754, ice001 +2023-05-24 19:31:49,316 - ice001 - [INFO] - [E:19| 200]: Train Loss:0.0017816, Val MRR:0.35754, ice001 +2023-05-24 19:33:30,335 - ice001 - [INFO] - [E:19| 300]: Train Loss:0.0017827, Val MRR:0.35754, ice001 +2023-05-24 19:35:10,725 - ice001 - [INFO] - [E:19| 400]: Train Loss:0.0017843, Val MRR:0.35754, ice001 +2023-05-24 19:36:51,855 - ice001 - [INFO] - [E:19| 500]: Train Loss:0.0017851, Val MRR:0.35754, ice001 +2023-05-24 19:38:25,336 - ice001 - [INFO] - [E:19| 600]: Train Loss:0.0017873, Val MRR:0.35754, ice001 +2023-05-24 19:40:04,823 - ice001 - [INFO] - [E:19| 700]: Train Loss:0.001788, Val MRR:0.35754, ice001 +2023-05-24 19:41:46,456 - ice001 - [INFO] - [E:19| 800]: Train Loss:0.0017893, Val MRR:0.35754, ice001 +2023-05-24 19:43:27,366 - ice001 - [INFO] - [E:19| 900]: Train Loss:0.0017898, Val MRR:0.35754, ice001 +2023-05-24 19:44:38,378 - ice001 - [INFO] - [Epoch:19]: Training Loss:0.00179 + +2023-05-24 19:44:38,766 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 19:45:01,748 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 19:45:24,117 - ice001 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.37421, Head : 0.32384, Avg : 0.34903 + MR: Tail : 716.85, Head : 714.96, Avg : 715.9 + Hit-1: Tail : 0.28705, Head : 0.2385, Avg : 0.26277 + Hit-3: Tail : 0.41352, Head : 0.35817, Avg : 0.38585 + Hit-10: Tail : 0.54169, Head : 0.49278, Avg : 0.51724 +2023-05-24 19:45:24,117 - ice001 - [INFO] - [Epoch 19]: Training Loss: 0.0017902, Valid MRR: 0.35754, + + + +2023-05-24 19:45:25,310 - ice001 - [INFO] - [E:20| 0]: Train Loss:0.0017555, Val MRR:0.35754, ice001 +2023-05-24 19:46:56,457 - ice001 - [INFO] - [E:20| 100]: Train Loss:0.0017648, Val MRR:0.35754, ice001 +2023-05-24 19:48:37,264 - ice001 - [INFO] - [E:20| 200]: Train Loss:0.0017664, Val MRR:0.35754, ice001 +2023-05-24 19:50:17,605 - ice001 - [INFO] - [E:20| 300]: Train Loss:0.001766, Val MRR:0.35754, ice001 +2023-05-24 19:51:57,814 - ice001 - [INFO] - [E:20| 400]: Train Loss:0.0017667, Val MRR:0.35754, ice001 +2023-05-24 19:53:38,504 - ice001 - [INFO] - [E:20| 500]: Train Loss:0.0017681, Val MRR:0.35754, ice001 +2023-05-24 19:55:09,036 - ice001 - [INFO] - [E:20| 600]: Train Loss:0.0017686, Val MRR:0.35754, ice001 +2023-05-24 19:56:50,149 - ice001 - [INFO] - [E:20| 700]: Train Loss:0.0017701, Val MRR:0.35754, ice001 +2023-05-24 19:58:30,859 - ice001 - [INFO] - [E:20| 800]: Train Loss:0.0017711, Val MRR:0.35754, ice001 +2023-05-24 20:00:11,511 - ice001 - [INFO] - [E:20| 900]: Train Loss:0.0017722, Val MRR:0.35754, ice001 +2023-05-24 20:01:22,872 - ice001 - [INFO] - [Epoch:20]: Training Loss:0.001773 + +2023-05-24 20:01:23,390 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 20:01:46,142 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 20:02:08,629 - ice001 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.38227, Head : 0.33079, Avg : 0.35653 + +2023-05-24 20:02:08,629 - ice001 - [INFO] - [Epoch 20]: Training Loss: 0.001773, Valid MRR: 0.35754, + + + +2023-05-24 20:02:09,717 - ice001 - [INFO] - [E:21| 0]: Train Loss:0.001773, Val MRR:0.35754, ice001 +2023-05-24 20:03:40,971 - ice001 - [INFO] - [E:21| 100]: Train Loss:0.0017462, Val MRR:0.35754, ice001 +2023-05-24 20:05:22,179 - ice001 - [INFO] - [E:21| 200]: Train Loss:0.0017471, Val MRR:0.35754, ice001 +2023-05-24 20:07:03,091 - ice001 - [INFO] - [E:21| 300]: Train Loss:0.0017465, Val MRR:0.35754, ice001 +2023-05-24 20:08:44,074 - ice001 - [INFO] - [E:21| 400]: Train Loss:0.0017498, Val MRR:0.35754, ice001 +2023-05-24 20:10:25,601 - ice001 - [INFO] - [E:21| 500]: Train Loss:0.0017511, Val MRR:0.35754, ice001 +2023-05-24 20:11:59,417 - ice001 - [INFO] - [E:21| 600]: Train Loss:0.0017526, Val MRR:0.35754, ice001 +2023-05-24 20:13:41,442 - ice001 - [INFO] - [E:21| 700]: Train Loss:0.0017542, Val MRR:0.35754, ice001 +2023-05-24 20:15:22,739 - ice001 - [INFO] - [E:21| 800]: Train Loss:0.0017552, Val MRR:0.35754, ice001 +2023-05-24 20:17:04,101 - ice001 - [INFO] - [E:21| 900]: Train Loss:0.0017567, Val MRR:0.35754, ice001 +2023-05-24 20:18:15,015 - ice001 - [INFO] - [Epoch:21]: Training Loss:0.001757 + +2023-05-24 20:18:15,536 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 20:18:38,427 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 20:19:01,090 - ice001 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.38484, Head : 0.32948, Avg : 0.35716 + +2023-05-24 20:19:01,090 - ice001 - [INFO] - [Epoch 21]: Training Loss: 0.0017574, Valid MRR: 0.35754, + + + +2023-05-24 20:19:02,187 - ice001 - [INFO] - [E:22| 0]: Train Loss:0.0017051, Val MRR:0.35754, ice001 +2023-05-24 20:20:33,212 - ice001 - [INFO] - [E:22| 100]: Train Loss:0.0017401, Val MRR:0.35754, ice001 +2023-05-24 20:22:14,990 - ice001 - [INFO] - [E:22| 200]: Train Loss:0.001738, Val MRR:0.35754, ice001 +2023-05-24 20:23:56,159 - ice001 - [INFO] - [E:22| 300]: Train Loss:0.0017383, Val MRR:0.35754, ice001 +2023-05-24 20:25:37,330 - ice001 - [INFO] - [E:22| 400]: Train Loss:0.0017387, Val MRR:0.35754, ice001 +2023-05-24 20:27:18,445 - ice001 - [INFO] - [E:22| 500]: Train Loss:0.0017389, Val MRR:0.35754, ice001 +2023-05-24 20:28:49,761 - ice001 - [INFO] - [E:22| 600]: Train Loss:0.0017398, Val MRR:0.35754, ice001 +2023-05-24 20:30:30,808 - ice001 - [INFO] - [E:22| 700]: Train Loss:0.0017412, Val MRR:0.35754, ice001 +2023-05-24 20:32:12,061 - ice001 - [INFO] - [E:22| 800]: Train Loss:0.0017417, Val MRR:0.35754, ice001 +2023-05-24 20:33:54,165 - ice001 - [INFO] - [E:22| 900]: Train Loss:0.0017422, Val MRR:0.35754, ice001 +2023-05-24 20:35:05,947 - ice001 - [INFO] - [Epoch:22]: Training Loss:0.001743 + +2023-05-24 20:35:06,294 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 20:35:29,577 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 20:35:52,691 - ice001 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.37897, Head : 0.32207, Avg : 0.35052 + +2023-05-24 20:35:52,691 - ice001 - [INFO] - [Epoch 22]: Training Loss: 0.0017432, Valid MRR: 0.35754, + + + +2023-05-24 20:35:53,680 - ice001 - [INFO] - [E:23| 0]: Train Loss:0.001725, Val MRR:0.35754, ice001 +2023-05-24 20:37:25,664 - ice001 - [INFO] - [E:23| 100]: Train Loss:0.0017291, Val MRR:0.35754, ice001 +2023-05-24 20:39:07,511 - ice001 - [INFO] - [E:23| 200]: Train Loss:0.001727, Val MRR:0.35754, ice001 +2023-05-24 20:40:49,931 - ice001 - [INFO] - [E:23| 300]: Train Loss:0.0017282, Val MRR:0.35754, ice001 +2023-05-24 20:42:31,824 - ice001 - [INFO] - [E:23| 400]: Train Loss:0.001728, Val MRR:0.35754, ice001 +2023-05-24 20:44:13,458 - ice001 - [INFO] - [E:23| 500]: Train Loss:0.0017272, Val MRR:0.35754, ice001 +2023-05-24 20:45:44,877 - ice001 - [INFO] - [E:23| 600]: Train Loss:0.0017271, Val MRR:0.35754, ice001 +2023-05-24 20:47:25,695 - ice001 - [INFO] - [E:23| 700]: Train Loss:0.0017288, Val MRR:0.35754, ice001 +2023-05-24 20:49:06,999 - ice001 - [INFO] - [E:23| 800]: Train Loss:0.001729, Val MRR:0.35754, ice001 +2023-05-24 20:50:48,058 - ice001 - [INFO] - [E:23| 900]: Train Loss:0.0017294, Val MRR:0.35754, ice001 +2023-05-24 20:51:58,843 - ice001 - [INFO] - [Epoch:23]: Training Loss:0.00173 + +2023-05-24 20:51:59,339 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 20:52:22,299 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 20:52:44,988 - ice001 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.3819, Head : 0.33022, Avg : 0.35606 + +2023-05-24 20:52:44,988 - ice001 - [INFO] - [Epoch 23]: Training Loss: 0.0017299, Valid MRR: 0.35754, + + + +2023-05-24 20:52:46,203 - ice001 - [INFO] - [E:24| 0]: Train Loss:0.0017494, Val MRR:0.35754, ice001 +2023-05-24 20:54:17,488 - ice001 - [INFO] - [E:24| 100]: Train Loss:0.0017122, Val MRR:0.35754, ice001 +2023-05-24 20:55:58,435 - ice001 - [INFO] - [E:24| 200]: Train Loss:0.0017125, Val MRR:0.35754, ice001 +2023-05-24 20:57:41,390 - ice001 - [INFO] - [E:24| 300]: Train Loss:0.0017128, Val MRR:0.35754, ice001 +2023-05-24 20:59:21,854 - ice001 - [INFO] - [E:24| 400]: Train Loss:0.0017141, Val MRR:0.35754, ice001 +2023-05-24 21:01:02,454 - ice001 - [INFO] - [E:24| 500]: Train Loss:0.0017151, Val MRR:0.35754, ice001 +2023-05-24 21:02:33,065 - ice001 - [INFO] - [E:24| 600]: Train Loss:0.0017156, Val MRR:0.35754, ice001 +2023-05-24 21:04:14,117 - ice001 - [INFO] - [E:24| 700]: Train Loss:0.0017168, Val MRR:0.35754, ice001 +2023-05-24 21:05:55,268 - ice001 - [INFO] - [E:24| 800]: Train Loss:0.0017171, Val MRR:0.35754, ice001 +2023-05-24 21:07:36,539 - ice001 - [INFO] - [E:24| 900]: Train Loss:0.0017178, Val MRR:0.35754, ice001 +2023-05-24 21:08:47,948 - ice001 - [INFO] - [Epoch:24]: Training Loss:0.001718 + +2023-05-24 21:08:48,298 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 21:09:11,398 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 21:09:34,208 - ice001 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.38749, Head : 0.33163, Avg : 0.35956 + +2023-05-24 21:09:35,518 - ice001 - [INFO] - [Epoch 24]: Training Loss: 0.0017184, Valid MRR: 0.35956, + + + +2023-05-24 21:09:36,595 - ice001 - [INFO] - [E:25| 0]: Train Loss:0.0016617, Val MRR:0.35956, ice001 +2023-05-24 21:11:08,115 - ice001 - [INFO] - [E:25| 100]: Train Loss:0.0017025, Val MRR:0.35956, ice001 +2023-05-24 21:12:49,204 - ice001 - [INFO] - [E:25| 200]: Train Loss:0.0017026, Val MRR:0.35956, ice001 +2023-05-24 21:14:30,206 - ice001 - [INFO] - [E:25| 300]: Train Loss:0.0017035, Val MRR:0.35956, ice001 +2023-05-24 21:16:11,504 - ice001 - [INFO] - [E:25| 400]: Train Loss:0.0017039, Val MRR:0.35956, ice001 +2023-05-24 21:17:52,633 - ice001 - [INFO] - [E:25| 500]: Train Loss:0.0017042, Val MRR:0.35956, ice001 +2023-05-24 21:19:24,655 - ice001 - [INFO] - [E:25| 600]: Train Loss:0.0017057, Val MRR:0.35956, ice001 +2023-05-24 21:21:05,859 - ice001 - [INFO] - [E:25| 700]: Train Loss:0.0017059, Val MRR:0.35956, ice001 +2023-05-24 21:22:46,526 - ice001 - [INFO] - [E:25| 800]: Train Loss:0.0017066, Val MRR:0.35956, ice001 +2023-05-24 21:24:27,376 - ice001 - [INFO] - [E:25| 900]: Train Loss:0.001707, Val MRR:0.35956, ice001 +2023-05-24 21:25:38,295 - ice001 - [INFO] - [Epoch:25]: Training Loss:0.001707 + +2023-05-24 21:25:38,638 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 21:26:01,763 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 21:26:22,549 - ice001 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.39002, Head : 0.3329, Avg : 0.36146 + +2023-05-24 21:26:24,336 - ice001 - [INFO] - [Epoch 25]: Training Loss: 0.0017073, Valid MRR: 0.36146, + + + +2023-05-24 21:26:24,985 - ice001 - [INFO] - [E:26| 0]: Train Loss:0.0016821, Val MRR:0.36146, ice001 +2023-05-24 21:27:59,763 - ice001 - [INFO] - [E:26| 100]: Train Loss:0.0016906, Val MRR:0.36146, ice001 +2023-05-24 21:29:41,470 - ice001 - [INFO] - [E:26| 200]: Train Loss:0.0016918, Val MRR:0.36146, ice001 +2023-05-24 21:31:23,465 - ice001 - [INFO] - [E:26| 300]: Train Loss:0.0016931, Val MRR:0.36146, ice001 +2023-05-24 21:33:05,448 - ice001 - [INFO] - [E:26| 400]: Train Loss:0.0016937, Val MRR:0.36146, ice001 +2023-05-24 21:34:41,614 - ice001 - [INFO] - [E:26| 500]: Train Loss:0.0016952, Val MRR:0.36146, ice001 +2023-05-24 21:36:17,478 - ice001 - [INFO] - [E:26| 600]: Train Loss:0.0016962, Val MRR:0.36146, ice001 +2023-05-24 21:37:57,731 - ice001 - [INFO] - [E:26| 700]: Train Loss:0.001697, Val MRR:0.36146, ice001 +2023-05-24 21:39:38,229 - ice001 - [INFO] - [E:26| 800]: Train Loss:0.0016975, Val MRR:0.36146, ice001 +2023-05-24 21:41:18,886 - ice001 - [INFO] - [E:26| 900]: Train Loss:0.001698, Val MRR:0.36146, ice001 +2023-05-24 21:42:30,001 - ice001 - [INFO] - [Epoch:26]: Training Loss:0.001698 + +2023-05-24 21:42:30,318 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 21:42:53,047 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 21:43:06,755 - ice001 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.39431, Head : 0.34011, Avg : 0.36721 + +2023-05-24 21:43:08,243 - ice001 - [INFO] - [Epoch 26]: Training Loss: 0.0016981, Valid MRR: 0.36721, + + + +2023-05-24 21:43:08,893 - ice001 - [INFO] - [E:27| 0]: Train Loss:0.0017016, Val MRR:0.36721, ice001 +2023-05-24 21:44:52,470 - ice001 - [INFO] - [E:27| 100]: Train Loss:0.001686, Val MRR:0.36721, ice001 +2023-05-24 21:46:34,417 - ice001 - [INFO] - [E:27| 200]: Train Loss:0.0016861, Val MRR:0.36721, ice001 +2023-05-24 21:48:15,907 - ice001 - [INFO] - [E:27| 300]: Train Loss:0.0016857, Val MRR:0.36721, ice001 +2023-05-24 21:49:56,425 - ice001 - [INFO] - [E:27| 400]: Train Loss:0.0016863, Val MRR:0.36721, ice001 +2023-05-24 21:51:29,987 - ice001 - [INFO] - [E:27| 500]: Train Loss:0.0016868, Val MRR:0.36721, ice001 +2023-05-24 21:53:08,465 - ice001 - [INFO] - [E:27| 600]: Train Loss:0.0016869, Val MRR:0.36721, ice001 +2023-05-24 21:54:49,360 - ice001 - [INFO] - [E:27| 700]: Train Loss:0.0016872, Val MRR:0.36721, ice001 +2023-05-24 21:56:29,498 - ice001 - [INFO] - [E:27| 800]: Train Loss:0.0016873, Val MRR:0.36721, ice001 +2023-05-24 21:58:09,412 - ice001 - [INFO] - [E:27| 900]: Train Loss:0.0016884, Val MRR:0.36721, ice001 +2023-05-24 21:59:20,305 - ice001 - [INFO] - [Epoch:27]: Training Loss:0.001689 + +2023-05-24 21:59:20,791 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 21:59:40,968 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 21:59:55,003 - ice001 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.39352, Head : 0.33546, Avg : 0.36449 + +2023-05-24 21:59:55,003 - ice001 - [INFO] - [Epoch 27]: Training Loss: 0.001689, Valid MRR: 0.36721, + + + +2023-05-24 21:59:56,215 - ice001 - [INFO] - [E:28| 0]: Train Loss:0.0016812, Val MRR:0.36721, ice001 +2023-05-24 22:01:37,426 - ice001 - [INFO] - [E:28| 100]: Train Loss:0.0016771, Val MRR:0.36721, ice001 +2023-05-24 22:03:18,831 - ice001 - [INFO] - [E:28| 200]: Train Loss:0.0016756, Val MRR:0.36721, ice001 +2023-05-24 22:04:59,963 - ice001 - [INFO] - [E:28| 300]: Train Loss:0.0016755, Val MRR:0.36721, ice001 +2023-05-24 22:06:41,239 - ice001 - [INFO] - [E:28| 400]: Train Loss:0.0016762, Val MRR:0.36721, ice001 +2023-05-24 22:08:12,680 - ice001 - [INFO] - [E:28| 500]: Train Loss:0.0016766, Val MRR:0.36721, ice001 +2023-05-24 22:09:53,732 - ice001 - [INFO] - [E:28| 600]: Train Loss:0.0016781, Val MRR:0.36721, ice001 +2023-05-24 22:11:35,019 - ice001 - [INFO] - [E:28| 700]: Train Loss:0.0016794, Val MRR:0.36721, ice001 +2023-05-24 22:13:15,614 - ice001 - [INFO] - [E:28| 800]: Train Loss:0.0016796, Val MRR:0.36721, ice001 +2023-05-24 22:14:56,720 - ice001 - [INFO] - [E:28| 900]: Train Loss:0.0016801, Val MRR:0.36721, ice001 +2023-05-24 22:16:07,843 - ice001 - [INFO] - [Epoch:28]: Training Loss:0.001681 + +2023-05-24 22:16:08,188 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 22:16:25,327 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 22:16:42,520 - ice001 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.3952, Head : 0.33826, Avg : 0.36673 + +2023-05-24 22:16:42,521 - ice001 - [INFO] - [Epoch 28]: Training Loss: 0.0016807, Valid MRR: 0.36721, + + + +2023-05-24 22:16:43,636 - ice001 - [INFO] - [E:29| 0]: Train Loss:0.001702, Val MRR:0.36721, ice001 +2023-05-24 22:18:24,140 - ice001 - [INFO] - [E:29| 100]: Train Loss:0.0016689, Val MRR:0.36721, ice001 +2023-05-24 22:20:05,269 - ice001 - [INFO] - [E:29| 200]: Train Loss:0.00167, Val MRR:0.36721, ice001 +2023-05-24 22:21:46,723 - ice001 - [INFO] - [E:29| 300]: Train Loss:0.0016705, Val MRR:0.36721, ice001 +2023-05-24 22:23:28,160 - ice001 - [INFO] - [E:29| 400]: Train Loss:0.0016717, Val MRR:0.36721, ice001 +2023-05-24 22:24:59,400 - ice001 - [INFO] - [E:29| 500]: Train Loss:0.0016718, Val MRR:0.36721, ice001 +2023-05-24 22:26:40,259 - ice001 - [INFO] - [E:29| 600]: Train Loss:0.0016711, Val MRR:0.36721, ice001 +2023-05-24 22:28:21,242 - ice001 - [INFO] - [E:29| 700]: Train Loss:0.0016717, Val MRR:0.36721, ice001 +2023-05-24 22:30:03,928 - ice001 - [INFO] - [E:29| 800]: Train Loss:0.001672, Val MRR:0.36721, ice001 +2023-05-24 22:31:44,611 - ice001 - [INFO] - [E:29| 900]: Train Loss:0.0016729, Val MRR:0.36721, ice001 +2023-05-24 22:32:55,563 - ice001 - [INFO] - [Epoch:29]: Training Loss:0.001673 + +2023-05-24 22:32:55,831 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 22:33:11,311 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 22:33:30,074 - ice001 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.38983, Head : 0.33624, Avg : 0.36304 + MR: Tail : 854.36, Head : 902.46, Avg : 878.41 + Hit-1: Tail : 0.30489, Head : 0.25573, Avg : 0.28031 + Hit-3: Tail : 0.43233, Head : 0.36886, Avg : 0.40059 + Hit-10: Tail : 0.55164, Head : 0.49217, Avg : 0.52191 +2023-05-24 22:33:30,074 - ice001 - [INFO] - [Epoch 29]: Training Loss: 0.001673, Valid MRR: 0.36721, + + + +2023-05-24 22:33:31,254 - ice001 - [INFO] - [E:30| 0]: Train Loss:0.0016996, Val MRR:0.36721, ice001 +2023-05-24 22:35:12,101 - ice001 - [INFO] - [E:30| 100]: Train Loss:0.0016607, Val MRR:0.36721, ice001 +2023-05-24 22:36:53,054 - ice001 - [INFO] - [E:30| 200]: Train Loss:0.0016626, Val MRR:0.36721, ice001 +2023-05-24 22:38:33,745 - ice001 - [INFO] - [E:30| 300]: Train Loss:0.0016638, Val MRR:0.36721, ice001 +2023-05-24 22:40:14,423 - ice001 - [INFO] - [E:30| 400]: Train Loss:0.0016635, Val MRR:0.36721, ice001 +2023-05-24 22:41:46,041 - ice001 - [INFO] - [E:30| 500]: Train Loss:0.0016639, Val MRR:0.36721, ice001 +2023-05-24 22:43:26,691 - ice001 - [INFO] - [E:30| 600]: Train Loss:0.0016646, Val MRR:0.36721, ice001 +2023-05-24 22:45:07,367 - ice001 - [INFO] - [E:30| 700]: Train Loss:0.0016652, Val MRR:0.36721, ice001 +2023-05-24 22:46:48,061 - ice001 - [INFO] - [E:30| 800]: Train Loss:0.0016659, Val MRR:0.36721, ice001 +2023-05-24 22:48:28,868 - ice001 - [INFO] - [E:30| 900]: Train Loss:0.0016662, Val MRR:0.36721, ice001 +2023-05-24 22:49:39,090 - ice001 - [INFO] - [Epoch:30]: Training Loss:0.001667 + +2023-05-24 22:49:39,308 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 22:49:53,209 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 22:50:14,864 - ice001 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.40161, Head : 0.34142, Avg : 0.37152 + +2023-05-24 22:50:16,288 - ice001 - [INFO] - [Epoch 30]: Training Loss: 0.0016665, Valid MRR: 0.37152, + + + +2023-05-24 22:50:17,498 - ice001 - [INFO] - [E:31| 0]: Train Loss:0.001675, Val MRR:0.37152, ice001 +2023-05-24 22:51:58,031 - ice001 - [INFO] - [E:31| 100]: Train Loss:0.0016532, Val MRR:0.37152, ice001 +2023-05-24 22:53:38,667 - ice001 - [INFO] - [E:31| 200]: Train Loss:0.0016565, Val MRR:0.37152, ice001 +2023-05-24 22:55:19,461 - ice001 - [INFO] - [E:31| 300]: Train Loss:0.0016557, Val MRR:0.37152, ice001 +2023-05-24 22:57:00,207 - ice001 - [INFO] - [E:31| 400]: Train Loss:0.0016563, Val MRR:0.37152, ice001 +2023-05-24 22:58:31,786 - ice001 - [INFO] - [E:31| 500]: Train Loss:0.0016561, Val MRR:0.37152, ice001 +2023-05-24 23:00:13,499 - ice001 - [INFO] - [E:31| 600]: Train Loss:0.0016571, Val MRR:0.37152, ice001 +2023-05-24 23:01:55,131 - ice001 - [INFO] - [E:31| 700]: Train Loss:0.0016579, Val MRR:0.37152, ice001 +2023-05-24 23:03:36,885 - ice001 - [INFO] - [E:31| 800]: Train Loss:0.0016588, Val MRR:0.37152, ice001 +2023-05-24 23:05:18,765 - ice001 - [INFO] - [E:31| 900]: Train Loss:0.0016594, Val MRR:0.37152, ice001 +2023-05-24 23:06:23,737 - ice001 - [INFO] - [Epoch:31]: Training Loss:0.00166 + +2023-05-24 23:06:23,955 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 23:06:43,226 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 23:07:05,730 - ice001 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.39894, Head : 0.34812, Avg : 0.37353 + +2023-05-24 23:07:07,134 - ice001 - [INFO] - [Epoch 31]: Training Loss: 0.0016599, Valid MRR: 0.37353, + + + +2023-05-24 23:07:08,347 - ice001 - [INFO] - [E:32| 0]: Train Loss:0.001658, Val MRR:0.37353, ice001 +2023-05-24 23:08:49,577 - ice001 - [INFO] - [E:32| 100]: Train Loss:0.0016543, Val MRR:0.37353, ice001 +2023-05-24 23:10:30,506 - ice001 - [INFO] - [E:32| 200]: Train Loss:0.001652, Val MRR:0.37353, ice001 +2023-05-24 23:12:11,852 - ice001 - [INFO] - [E:32| 300]: Train Loss:0.0016513, Val MRR:0.37353, ice001 +2023-05-24 23:13:52,886 - ice001 - [INFO] - [E:32| 400]: Train Loss:0.0016514, Val MRR:0.37353, ice001 +2023-05-24 23:15:26,465 - ice001 - [INFO] - [E:32| 500]: Train Loss:0.0016522, Val MRR:0.37353, ice001 +2023-05-24 23:17:07,402 - ice001 - [INFO] - [E:32| 600]: Train Loss:0.0016535, Val MRR:0.37353, ice001 +2023-05-24 23:18:48,483 - ice001 - [INFO] - [E:32| 700]: Train Loss:0.0016541, Val MRR:0.37353, ice001 +2023-05-24 23:20:29,738 - ice001 - [INFO] - [E:32| 800]: Train Loss:0.0016541, Val MRR:0.37353, ice001 +2023-05-24 23:22:11,116 - ice001 - [INFO] - [E:32| 900]: Train Loss:0.0016543, Val MRR:0.37353, ice001 +2023-05-24 23:23:12,059 - ice001 - [INFO] - [Epoch:32]: Training Loss:0.001654 + +2023-05-24 23:23:12,456 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 23:23:35,513 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 23:23:58,365 - ice001 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.39766, Head : 0.34227, Avg : 0.36996 + +2023-05-24 23:23:58,365 - ice001 - [INFO] - [Epoch 32]: Training Loss: 0.0016544, Valid MRR: 0.37353, + + + +2023-05-24 23:23:59,222 - ice001 - [INFO] - [E:33| 0]: Train Loss:0.0016294, Val MRR:0.37353, ice001 +2023-05-24 23:25:40,253 - ice001 - [INFO] - [E:33| 100]: Train Loss:0.0016478, Val MRR:0.37353, ice001 +2023-05-24 23:27:21,303 - ice001 - [INFO] - [E:33| 200]: Train Loss:0.0016466, Val MRR:0.37353, ice001 +2023-05-24 23:29:02,335 - ice001 - [INFO] - [E:33| 300]: Train Loss:0.0016471, Val MRR:0.37353, ice001 +2023-05-24 23:30:43,091 - ice001 - [INFO] - [E:33| 400]: Train Loss:0.0016473, Val MRR:0.37353, ice001 +2023-05-24 23:32:13,768 - ice001 - [INFO] - [E:33| 500]: Train Loss:0.0016479, Val MRR:0.37353, ice001 +2023-05-24 23:33:55,227 - ice001 - [INFO] - [E:33| 600]: Train Loss:0.0016476, Val MRR:0.37353, ice001 +2023-05-24 23:35:37,051 - ice001 - [INFO] - [E:33| 700]: Train Loss:0.0016477, Val MRR:0.37353, ice001 +2023-05-24 23:37:18,124 - ice001 - [INFO] - [E:33| 800]: Train Loss:0.001648, Val MRR:0.37353, ice001 +2023-05-24 23:38:59,250 - ice001 - [INFO] - [E:33| 900]: Train Loss:0.0016485, Val MRR:0.37353, ice001 +2023-05-24 23:40:00,668 - ice001 - [INFO] - [Epoch:33]: Training Loss:0.001649 + +2023-05-24 23:40:00,928 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 23:40:23,888 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 23:40:46,555 - ice001 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.40186, Head : 0.34432, Avg : 0.37309 + +2023-05-24 23:40:46,555 - ice001 - [INFO] - [Epoch 33]: Training Loss: 0.0016487, Valid MRR: 0.37353, + + + +2023-05-24 23:40:47,464 - ice001 - [INFO] - [E:34| 0]: Train Loss:0.0016805, Val MRR:0.37353, ice001 +2023-05-24 23:42:27,866 - ice001 - [INFO] - [E:34| 100]: Train Loss:0.0016376, Val MRR:0.37353, ice001 +2023-05-24 23:44:08,126 - ice001 - [INFO] - [E:34| 200]: Train Loss:0.0016397, Val MRR:0.37353, ice001 +2023-05-24 23:45:48,401 - ice001 - [INFO] - [E:34| 300]: Train Loss:0.0016413, Val MRR:0.37353, ice001 +2023-05-24 23:47:29,072 - ice001 - [INFO] - [E:34| 400]: Train Loss:0.0016409, Val MRR:0.37353, ice001 +2023-05-24 23:49:00,035 - ice001 - [INFO] - [E:34| 500]: Train Loss:0.0016424, Val MRR:0.37353, ice001 +2023-05-24 23:50:41,277 - ice001 - [INFO] - [E:34| 600]: Train Loss:0.0016416, Val MRR:0.37353, ice001 +2023-05-24 23:52:22,675 - ice001 - [INFO] - [E:34| 700]: Train Loss:0.0016427, Val MRR:0.37353, ice001 +2023-05-24 23:54:03,949 - ice001 - [INFO] - [E:34| 800]: Train Loss:0.001643, Val MRR:0.37353, ice001 +2023-05-24 23:55:45,014 - ice001 - [INFO] - [E:34| 900]: Train Loss:0.0016435, Val MRR:0.37353, ice001 +2023-05-24 23:56:46,483 - ice001 - [INFO] - [Epoch:34]: Training Loss:0.001644 + +2023-05-24 23:56:46,743 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-24 23:57:09,852 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-24 23:57:32,230 - ice001 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.39895, Head : 0.34756, Avg : 0.37326 + +2023-05-24 23:57:32,230 - ice001 - [INFO] - [Epoch 34]: Training Loss: 0.001644, Valid MRR: 0.37353, + + + +2023-05-24 23:57:33,404 - ice001 - [INFO] - [E:35| 0]: Train Loss:0.0016133, Val MRR:0.37353, ice001 +2023-05-24 23:59:14,871 - ice001 - [INFO] - [E:35| 100]: Train Loss:0.0016351, Val MRR:0.37353, ice001 +2023-05-25 00:00:56,480 - ice001 - [INFO] - [E:35| 200]: Train Loss:0.0016364, Val MRR:0.37353, ice001 +2023-05-25 00:02:39,185 - ice001 - [INFO] - [E:35| 300]: Train Loss:0.0016361, Val MRR:0.37353, ice001 +2023-05-25 00:04:19,863 - ice001 - [INFO] - [E:35| 400]: Train Loss:0.0016366, Val MRR:0.37353, ice001 +2023-05-25 00:05:50,849 - ice001 - [INFO] - [E:35| 500]: Train Loss:0.0016371, Val MRR:0.37353, ice001 +2023-05-25 00:07:31,273 - ice001 - [INFO] - [E:35| 600]: Train Loss:0.0016379, Val MRR:0.37353, ice001 +2023-05-25 00:09:11,575 - ice001 - [INFO] - [E:35| 700]: Train Loss:0.0016382, Val MRR:0.37353, ice001 +2023-05-25 00:10:52,280 - ice001 - [INFO] - [E:35| 800]: Train Loss:0.001639, Val MRR:0.37353, ice001 +2023-05-25 00:12:32,398 - ice001 - [INFO] - [E:35| 900]: Train Loss:0.0016393, Val MRR:0.37353, ice001 +2023-05-25 00:13:33,250 - ice001 - [INFO] - [Epoch:35]: Training Loss:0.00164 + +2023-05-25 00:13:33,726 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 00:13:56,345 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 00:14:19,013 - ice001 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.40425, Head : 0.35199, Avg : 0.37812 + +2023-05-25 00:14:20,384 - ice001 - [INFO] - [Epoch 35]: Training Loss: 0.0016397, Valid MRR: 0.37812, + + + +2023-05-25 00:14:21,302 - ice001 - [INFO] - [E:36| 0]: Train Loss:0.0016789, Val MRR:0.37812, ice001 +2023-05-25 00:16:02,606 - ice001 - [INFO] - [E:36| 100]: Train Loss:0.0016311, Val MRR:0.37812, ice001 +2023-05-25 00:17:43,473 - ice001 - [INFO] - [E:36| 200]: Train Loss:0.0016335, Val MRR:0.37812, ice001 +2023-05-25 00:19:23,820 - ice001 - [INFO] - [E:36| 300]: Train Loss:0.001634, Val MRR:0.37812, ice001 +2023-05-25 00:21:02,246 - ice001 - [INFO] - [E:36| 400]: Train Loss:0.0016334, Val MRR:0.37812, ice001 +2023-05-25 00:22:35,324 - ice001 - [INFO] - [E:36| 500]: Train Loss:0.0016329, Val MRR:0.37812, ice001 +2023-05-25 00:24:15,854 - ice001 - [INFO] - [E:36| 600]: Train Loss:0.0016338, Val MRR:0.37812, ice001 +2023-05-25 00:25:56,017 - ice001 - [INFO] - [E:36| 700]: Train Loss:0.001634, Val MRR:0.37812, ice001 +2023-05-25 00:27:36,567 - ice001 - [INFO] - [E:36| 800]: Train Loss:0.0016342, Val MRR:0.37812, ice001 +2023-05-25 00:29:16,648 - ice001 - [INFO] - [E:36| 900]: Train Loss:0.0016349, Val MRR:0.37812, ice001 +2023-05-25 00:30:17,606 - ice001 - [INFO] - [Epoch:36]: Training Loss:0.001636 + +2023-05-25 00:30:17,867 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 00:30:40,928 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 00:31:03,359 - ice001 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.39903, Head : 0.34745, Avg : 0.37324 + +2023-05-25 00:31:03,359 - ice001 - [INFO] - [Epoch 36]: Training Loss: 0.0016356, Valid MRR: 0.37812, + + + +2023-05-25 00:31:04,541 - ice001 - [INFO] - [E:37| 0]: Train Loss:0.001609, Val MRR:0.37812, ice001 +2023-05-25 00:32:44,406 - ice001 - [INFO] - [E:37| 100]: Train Loss:0.0016283, Val MRR:0.37812, ice001 +2023-05-25 00:34:23,846 - ice001 - [INFO] - [E:37| 200]: Train Loss:0.0016287, Val MRR:0.37812, ice001 +2023-05-25 00:36:04,290 - ice001 - [INFO] - [E:37| 300]: Train Loss:0.001631, Val MRR:0.37812, ice001 +2023-05-25 00:37:41,332 - ice001 - [INFO] - [E:37| 400]: Train Loss:0.0016296, Val MRR:0.37812, ice001 +2023-05-25 00:39:15,319 - ice001 - [INFO] - [E:37| 500]: Train Loss:0.0016299, Val MRR:0.37812, ice001 +2023-05-25 00:40:56,049 - ice001 - [INFO] - [E:37| 600]: Train Loss:0.0016303, Val MRR:0.37812, ice001 +2023-05-25 00:42:36,439 - ice001 - [INFO] - [E:37| 700]: Train Loss:0.0016308, Val MRR:0.37812, ice001 +2023-05-25 00:44:17,674 - ice001 - [INFO] - [E:37| 800]: Train Loss:0.0016308, Val MRR:0.37812, ice001 +2023-05-25 00:45:56,914 - ice001 - [INFO] - [E:37| 900]: Train Loss:0.001631, Val MRR:0.37812, ice001 +2023-05-25 00:46:59,755 - ice001 - [INFO] - [Epoch:37]: Training Loss:0.001631 + +2023-05-25 00:47:00,019 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 00:47:24,779 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 00:47:47,323 - ice001 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.40616, Head : 0.35069, Avg : 0.37843 + +2023-05-25 00:47:48,735 - ice001 - [INFO] - [Epoch 37]: Training Loss: 0.0016312, Valid MRR: 0.37843, + + + +2023-05-25 00:47:49,842 - ice001 - [INFO] - [E:38| 0]: Train Loss:0.001631, Val MRR:0.37843, ice001 +2023-05-25 00:49:29,904 - ice001 - [INFO] - [E:38| 100]: Train Loss:0.0016238, Val MRR:0.37843, ice001 +2023-05-25 00:51:10,250 - ice001 - [INFO] - [E:38| 200]: Train Loss:0.0016244, Val MRR:0.37843, ice001 +2023-05-25 00:52:50,608 - ice001 - [INFO] - [E:38| 300]: Train Loss:0.0016258, Val MRR:0.37843, ice001 +2023-05-25 00:54:26,517 - ice001 - [INFO] - [E:38| 400]: Train Loss:0.0016253, Val MRR:0.37843, ice001 +2023-05-25 00:56:02,768 - ice001 - [INFO] - [E:38| 500]: Train Loss:0.0016254, Val MRR:0.37843, ice001 +2023-05-25 00:57:44,037 - ice001 - [INFO] - [E:38| 600]: Train Loss:0.0016249, Val MRR:0.37843, ice001 +2023-05-25 00:59:25,021 - ice001 - [INFO] - [E:38| 700]: Train Loss:0.0016261, Val MRR:0.37843, ice001 +2023-05-25 01:01:06,716 - ice001 - [INFO] - [E:38| 800]: Train Loss:0.0016263, Val MRR:0.37843, ice001 +2023-05-25 01:02:41,917 - ice001 - [INFO] - [E:38| 900]: Train Loss:0.0016264, Val MRR:0.37843, ice001 +2023-05-25 01:03:49,210 - ice001 - [INFO] - [Epoch:38]: Training Loss:0.001627 + +2023-05-25 01:03:49,470 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 01:04:12,491 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 01:04:34,621 - ice001 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.4082, Head : 0.35258, Avg : 0.38039 + +2023-05-25 01:04:36,158 - ice001 - [INFO] - [Epoch 38]: Training Loss: 0.0016268, Valid MRR: 0.38039, + + + +2023-05-25 01:04:37,496 - ice001 - [INFO] - [E:39| 0]: Train Loss:0.0016416, Val MRR:0.38039, ice001 +2023-05-25 01:06:17,170 - ice001 - [INFO] - [E:39| 100]: Train Loss:0.0016183, Val MRR:0.38039, ice001 +2023-05-25 01:07:56,836 - ice001 - [INFO] - [E:39| 200]: Train Loss:0.001619, Val MRR:0.38039, ice001 +2023-05-25 01:09:36,269 - ice001 - [INFO] - [E:39| 300]: Train Loss:0.0016217, Val MRR:0.38039, ice001 +2023-05-25 01:11:06,821 - ice001 - [INFO] - [E:39| 400]: Train Loss:0.001621, Val MRR:0.38039, ice001 +2023-05-25 01:12:47,623 - ice001 - [INFO] - [E:39| 500]: Train Loss:0.0016221, Val MRR:0.38039, ice001 +2023-05-25 01:14:28,331 - ice001 - [INFO] - [E:39| 600]: Train Loss:0.0016231, Val MRR:0.38039, ice001 +2023-05-25 01:16:08,677 - ice001 - [INFO] - [E:39| 700]: Train Loss:0.0016228, Val MRR:0.38039, ice001 +2023-05-25 01:17:48,279 - ice001 - [INFO] - [E:39| 800]: Train Loss:0.0016231, Val MRR:0.38039, ice001 +2023-05-25 01:19:20,212 - ice001 - [INFO] - [E:39| 900]: Train Loss:0.0016236, Val MRR:0.38039, ice001 +2023-05-25 01:20:29,628 - ice001 - [INFO] - [Epoch:39]: Training Loss:0.001624 + +2023-05-25 01:20:30,145 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 01:20:52,999 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 01:21:15,356 - ice001 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.41111, Head : 0.35269, Avg : 0.3819 + MR: Tail : 815.66, Head : 901.27, Avg : 858.47 + Hit-1: Tail : 0.32455, Head : 0.2703, Avg : 0.29743 + Hit-3: Tail : 0.45564, Head : 0.38682, Avg : 0.42123 + Hit-10: Tail : 0.57325, Head : 0.51693, Avg : 0.54509 +2023-05-25 01:21:16,758 - ice001 - [INFO] - [Epoch 39]: Training Loss: 0.0016236, Valid MRR: 0.3819, + + + +2023-05-25 01:21:18,057 - ice001 - [INFO] - [E:40| 0]: Train Loss:0.0016071, Val MRR:0.3819, ice001 +2023-05-25 01:22:58,518 - ice001 - [INFO] - [E:40| 100]: Train Loss:0.0016192, Val MRR:0.3819, ice001 +2023-05-25 01:24:37,927 - ice001 - [INFO] - [E:40| 200]: Train Loss:0.0016202, Val MRR:0.3819, ice001 +2023-05-25 01:26:17,997 - ice001 - [INFO] - [E:40| 300]: Train Loss:0.0016198, Val MRR:0.3819, ice001 +2023-05-25 01:27:49,103 - ice001 - [INFO] - [E:40| 400]: Train Loss:0.0016198, Val MRR:0.3819, ice001 +2023-05-25 01:29:29,946 - ice001 - [INFO] - [E:40| 500]: Train Loss:0.0016193, Val MRR:0.3819, ice001 +2023-05-25 01:31:11,298 - ice001 - [INFO] - [E:40| 600]: Train Loss:0.0016195, Val MRR:0.3819, ice001 +2023-05-25 01:32:54,335 - ice001 - [INFO] - [E:40| 700]: Train Loss:0.0016197, Val MRR:0.3819, ice001 +2023-05-25 01:34:35,245 - ice001 - [INFO] - [E:40| 800]: Train Loss:0.0016199, Val MRR:0.3819, ice001 +2023-05-25 01:36:06,687 - ice001 - [INFO] - [E:40| 900]: Train Loss:0.0016201, Val MRR:0.3819, ice001 +2023-05-25 01:37:17,300 - ice001 - [INFO] - [Epoch:40]: Training Loss:0.00162 + +2023-05-25 01:37:17,812 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 01:37:40,343 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 01:38:02,592 - ice001 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.40623, Head : 0.34869, Avg : 0.37746 + +2023-05-25 01:38:02,593 - ice001 - [INFO] - [Epoch 40]: Training Loss: 0.0016203, Valid MRR: 0.3819, + + + +2023-05-25 01:38:03,780 - ice001 - [INFO] - [E:41| 0]: Train Loss:0.0016494, Val MRR:0.3819, ice001 +2023-05-25 01:39:43,625 - ice001 - [INFO] - [E:41| 100]: Train Loss:0.0016169, Val MRR:0.3819, ice001 +2023-05-25 01:41:23,668 - ice001 - [INFO] - [E:41| 200]: Train Loss:0.0016162, Val MRR:0.3819, ice001 +2023-05-25 01:43:03,835 - ice001 - [INFO] - [E:41| 300]: Train Loss:0.0016153, Val MRR:0.3819, ice001 +2023-05-25 01:44:34,752 - ice001 - [INFO] - [E:41| 400]: Train Loss:0.0016152, Val MRR:0.3819, ice001 +2023-05-25 01:46:15,988 - ice001 - [INFO] - [E:41| 500]: Train Loss:0.0016156, Val MRR:0.3819, ice001 +2023-05-25 01:47:57,150 - ice001 - [INFO] - [E:41| 600]: Train Loss:0.0016157, Val MRR:0.3819, ice001 +2023-05-25 01:49:37,708 - ice001 - [INFO] - [E:41| 700]: Train Loss:0.0016161, Val MRR:0.3819, ice001 +2023-05-25 01:51:18,336 - ice001 - [INFO] - [E:41| 800]: Train Loss:0.0016167, Val MRR:0.3819, ice001 +2023-05-25 01:52:49,595 - ice001 - [INFO] - [E:41| 900]: Train Loss:0.0016171, Val MRR:0.3819, ice001 +2023-05-25 01:54:00,676 - ice001 - [INFO] - [Epoch:41]: Training Loss:0.001617 + +2023-05-25 01:54:01,128 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 01:54:23,698 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 01:54:45,941 - ice001 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.41547, Head : 0.3555, Avg : 0.38548 + +2023-05-25 01:54:47,428 - ice001 - [INFO] - [Epoch 41]: Training Loss: 0.0016169, Valid MRR: 0.38548, + + + +2023-05-25 01:54:48,636 - ice001 - [INFO] - [E:42| 0]: Train Loss:0.0015954, Val MRR:0.38548, ice001 +2023-05-25 01:56:28,993 - ice001 - [INFO] - [E:42| 100]: Train Loss:0.0016135, Val MRR:0.38548, ice001 +2023-05-25 01:58:09,760 - ice001 - [INFO] - [E:42| 200]: Train Loss:0.0016112, Val MRR:0.38548, ice001 +2023-05-25 01:59:50,682 - ice001 - [INFO] - [E:42| 300]: Train Loss:0.0016124, Val MRR:0.38548, ice001 +2023-05-25 02:01:21,490 - ice001 - [INFO] - [E:42| 400]: Train Loss:0.0016122, Val MRR:0.38548, ice001 +2023-05-25 02:03:02,512 - ice001 - [INFO] - [E:42| 500]: Train Loss:0.0016122, Val MRR:0.38548, ice001 +2023-05-25 02:04:42,968 - ice001 - [INFO] - [E:42| 600]: Train Loss:0.0016129, Val MRR:0.38548, ice001 +2023-05-25 02:06:23,633 - ice001 - [INFO] - [E:42| 700]: Train Loss:0.001613, Val MRR:0.38548, ice001 +2023-05-25 02:08:04,512 - ice001 - [INFO] - [E:42| 800]: Train Loss:0.0016136, Val MRR:0.38548, ice001 +2023-05-25 02:09:35,486 - ice001 - [INFO] - [E:42| 900]: Train Loss:0.0016138, Val MRR:0.38548, ice001 +2023-05-25 02:10:46,059 - ice001 - [INFO] - [Epoch:42]: Training Loss:0.001614 + +2023-05-25 02:10:46,573 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 02:11:09,083 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 02:11:31,496 - ice001 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.4086, Head : 0.34973, Avg : 0.37916 + +2023-05-25 02:11:31,496 - ice001 - [INFO] - [Epoch 42]: Training Loss: 0.001614, Valid MRR: 0.38548, + + + +2023-05-25 02:11:32,497 - ice001 - [INFO] - [E:43| 0]: Train Loss:0.0016268, Val MRR:0.38548, ice001 +2023-05-25 02:13:13,205 - ice001 - [INFO] - [E:43| 100]: Train Loss:0.0016081, Val MRR:0.38548, ice001 +2023-05-25 02:14:53,847 - ice001 - [INFO] - [E:43| 200]: Train Loss:0.0016099, Val MRR:0.38548, ice001 +2023-05-25 02:16:34,471 - ice001 - [INFO] - [E:43| 300]: Train Loss:0.0016105, Val MRR:0.38548, ice001 +2023-05-25 02:18:05,544 - ice001 - [INFO] - [E:43| 400]: Train Loss:0.0016102, Val MRR:0.38548, ice001 +2023-05-25 02:19:48,189 - ice001 - [INFO] - [E:43| 500]: Train Loss:0.001611, Val MRR:0.38548, ice001 +2023-05-25 02:21:29,021 - ice001 - [INFO] - [E:43| 600]: Train Loss:0.001611, Val MRR:0.38548, ice001 +2023-05-25 02:23:09,474 - ice001 - [INFO] - [E:43| 700]: Train Loss:0.0016113, Val MRR:0.38548, ice001 +2023-05-25 02:24:49,918 - ice001 - [INFO] - [E:43| 800]: Train Loss:0.0016109, Val MRR:0.38548, ice001 +2023-05-25 02:26:20,949 - ice001 - [INFO] - [E:43| 900]: Train Loss:0.0016111, Val MRR:0.38548, ice001 +2023-05-25 02:27:32,033 - ice001 - [INFO] - [Epoch:43]: Training Loss:0.001611 + +2023-05-25 02:27:32,295 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 02:27:55,367 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 02:28:18,078 - ice001 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.41154, Head : 0.35165, Avg : 0.3816 + +2023-05-25 02:28:18,078 - ice001 - [INFO] - [Epoch 43]: Training Loss: 0.0016113, Valid MRR: 0.38548, + + + +2023-05-25 02:28:19,156 - ice001 - [INFO] - [E:44| 0]: Train Loss:0.0016031, Val MRR:0.38548, ice001 +2023-05-25 02:30:00,549 - ice001 - [INFO] - [E:44| 100]: Train Loss:0.0016078, Val MRR:0.38548, ice001 +2023-05-25 02:31:40,796 - ice001 - [INFO] - [E:44| 200]: Train Loss:0.0016078, Val MRR:0.38548, ice001 +2023-05-25 02:33:21,168 - ice001 - [INFO] - [E:44| 300]: Train Loss:0.0016076, Val MRR:0.38548, ice001 +2023-05-25 02:34:52,507 - ice001 - [INFO] - [E:44| 400]: Train Loss:0.0016082, Val MRR:0.38548, ice001 +2023-05-25 02:36:32,724 - ice001 - [INFO] - [E:44| 500]: Train Loss:0.0016076, Val MRR:0.38548, ice001 +2023-05-25 02:38:12,266 - ice001 - [INFO] - [E:44| 600]: Train Loss:0.0016076, Val MRR:0.38548, ice001 +2023-05-25 02:39:51,965 - ice001 - [INFO] - [E:44| 700]: Train Loss:0.0016079, Val MRR:0.38548, ice001 +2023-05-25 02:41:31,563 - ice001 - [INFO] - [E:44| 800]: Train Loss:0.0016078, Val MRR:0.38548, ice001 +2023-05-25 02:43:02,401 - ice001 - [INFO] - [E:44| 900]: Train Loss:0.0016083, Val MRR:0.38548, ice001 +2023-05-25 02:44:13,120 - ice001 - [INFO] - [Epoch:44]: Training Loss:0.001609 + +2023-05-25 02:44:13,532 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 02:44:36,288 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 02:44:58,822 - ice001 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.4121, Head : 0.3556, Avg : 0.38385 + +2023-05-25 02:44:58,823 - ice001 - [INFO] - [Epoch 44]: Training Loss: 0.0016088, Valid MRR: 0.38548, + + + +2023-05-25 02:44:59,888 - ice001 - [INFO] - [E:45| 0]: Train Loss:0.0015949, Val MRR:0.38548, ice001 +2023-05-25 02:46:41,462 - ice001 - [INFO] - [E:45| 100]: Train Loss:0.0016042, Val MRR:0.38548, ice001 +2023-05-25 02:48:22,529 - ice001 - [INFO] - [E:45| 200]: Train Loss:0.0016053, Val MRR:0.38548, ice001 +2023-05-25 02:50:04,159 - ice001 - [INFO] - [E:45| 300]: Train Loss:0.001604, Val MRR:0.38548, ice001 +2023-05-25 02:51:34,822 - ice001 - [INFO] - [E:45| 400]: Train Loss:0.0016045, Val MRR:0.38548, ice001 +2023-05-25 02:53:15,378 - ice001 - [INFO] - [E:45| 500]: Train Loss:0.0016051, Val MRR:0.38548, ice001 +2023-05-25 02:54:57,630 - ice001 - [INFO] - [E:45| 600]: Train Loss:0.0016049, Val MRR:0.38548, ice001 +2023-05-25 02:56:38,792 - ice001 - [INFO] - [E:45| 700]: Train Loss:0.0016056, Val MRR:0.38548, ice001 +2023-05-25 02:58:20,037 - ice001 - [INFO] - [E:45| 800]: Train Loss:0.0016058, Val MRR:0.38548, ice001 +2023-05-25 02:59:51,215 - ice001 - [INFO] - [E:45| 900]: Train Loss:0.0016059, Val MRR:0.38548, ice001 +2023-05-25 03:01:02,438 - ice001 - [INFO] - [Epoch:45]: Training Loss:0.001606 + +2023-05-25 03:01:02,762 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 03:01:25,854 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 03:01:48,562 - ice001 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.40501, Head : 0.34832, Avg : 0.37666 + +2023-05-25 03:01:48,562 - ice001 - [INFO] - [Epoch 45]: Training Loss: 0.0016064, Valid MRR: 0.38548, + + + +2023-05-25 03:01:49,626 - ice001 - [INFO] - [E:46| 0]: Train Loss:0.001586, Val MRR:0.38548, ice001 +2023-05-25 03:03:31,482 - ice001 - [INFO] - [E:46| 100]: Train Loss:0.0016001, Val MRR:0.38548, ice001 +2023-05-25 03:05:14,722 - ice001 - [INFO] - [E:46| 200]: Train Loss:0.0016007, Val MRR:0.38548, ice001 +2023-05-25 03:06:55,763 - ice001 - [INFO] - [E:46| 300]: Train Loss:0.0016013, Val MRR:0.38548, ice001 +2023-05-25 03:08:27,512 - ice001 - [INFO] - [E:46| 400]: Train Loss:0.0016022, Val MRR:0.38548, ice001 +2023-05-25 03:10:08,150 - ice001 - [INFO] - [E:46| 500]: Train Loss:0.0016021, Val MRR:0.38548, ice001 +2023-05-25 03:11:49,165 - ice001 - [INFO] - [E:46| 600]: Train Loss:0.0016026, Val MRR:0.38548, ice001 +2023-05-25 03:13:30,569 - ice001 - [INFO] - [E:46| 700]: Train Loss:0.0016025, Val MRR:0.38548, ice001 +2023-05-25 03:15:11,964 - ice001 - [INFO] - [E:46| 800]: Train Loss:0.0016028, Val MRR:0.38548, ice001 +2023-05-25 03:16:44,009 - ice001 - [INFO] - [E:46| 900]: Train Loss:0.0016034, Val MRR:0.38548, ice001 +2023-05-25 03:17:54,796 - ice001 - [INFO] - [Epoch:46]: Training Loss:0.001604 + +2023-05-25 03:17:55,264 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 03:18:17,842 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 03:18:40,524 - ice001 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.41014, Head : 0.35647, Avg : 0.38331 + +2023-05-25 03:18:40,525 - ice001 - [INFO] - [Epoch 46]: Training Loss: 0.0016036, Valid MRR: 0.38548, + + + +2023-05-25 03:18:41,736 - ice001 - [INFO] - [E:47| 0]: Train Loss:0.0015793, Val MRR:0.38548, ice001 +2023-05-25 03:20:23,255 - ice001 - [INFO] - [E:47| 100]: Train Loss:0.0015981, Val MRR:0.38548, ice001 +2023-05-25 03:22:04,280 - ice001 - [INFO] - [E:47| 200]: Train Loss:0.0015983, Val MRR:0.38548, ice001 +2023-05-25 03:23:39,112 - ice001 - [INFO] - [E:47| 300]: Train Loss:0.0015987, Val MRR:0.38548, ice001 +2023-05-25 03:25:17,176 - ice001 - [INFO] - [E:47| 400]: Train Loss:0.0015991, Val MRR:0.38548, ice001 +2023-05-25 03:26:57,863 - ice001 - [INFO] - [E:47| 500]: Train Loss:0.0015993, Val MRR:0.38548, ice001 +2023-05-25 03:28:38,728 - ice001 - [INFO] - [E:47| 600]: Train Loss:0.0016, Val MRR:0.38548, ice001 +2023-05-25 03:30:20,130 - ice001 - [INFO] - [E:47| 700]: Train Loss:0.0016001, Val MRR:0.38548, ice001 +2023-05-25 03:31:55,653 - ice001 - [INFO] - [E:47| 800]: Train Loss:0.0016011, Val MRR:0.38548, ice001 +2023-05-25 03:33:32,069 - ice001 - [INFO] - [E:47| 900]: Train Loss:0.0016012, Val MRR:0.38548, ice001 +2023-05-25 03:34:43,212 - ice001 - [INFO] - [Epoch:47]: Training Loss:0.001601 + +2023-05-25 03:34:43,604 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 03:35:06,729 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 03:35:29,411 - ice001 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.41406, Head : 0.35576, Avg : 0.38491 + +2023-05-25 03:35:29,412 - ice001 - [INFO] - [Epoch 47]: Training Loss: 0.0016013, Valid MRR: 0.38548, + + + +2023-05-25 03:35:30,503 - ice001 - [INFO] - [E:48| 0]: Train Loss:0.001582, Val MRR:0.38548, ice001 +2023-05-25 03:37:12,044 - ice001 - [INFO] - [E:48| 100]: Train Loss:0.0015995, Val MRR:0.38548, ice001 +2023-05-25 03:38:53,067 - ice001 - [INFO] - [E:48| 200]: Train Loss:0.0015985, Val MRR:0.38548, ice001 +2023-05-25 03:40:24,429 - ice001 - [INFO] - [E:48| 300]: Train Loss:0.0015993, Val MRR:0.38548, ice001 +2023-05-25 03:42:05,404 - ice001 - [INFO] - [E:48| 400]: Train Loss:0.0015993, Val MRR:0.38548, ice001 +2023-05-25 03:43:46,867 - ice001 - [INFO] - [E:48| 500]: Train Loss:0.0015997, Val MRR:0.38548, ice001 +2023-05-25 03:45:27,753 - ice001 - [INFO] - [E:48| 600]: Train Loss:0.0016002, Val MRR:0.38548, ice001 +2023-05-25 03:47:08,823 - ice001 - [INFO] - [E:48| 700]: Train Loss:0.0015993, Val MRR:0.38548, ice001 +2023-05-25 03:48:40,069 - ice001 - [INFO] - [E:48| 800]: Train Loss:0.0015996, Val MRR:0.38548, ice001 +2023-05-25 03:50:22,631 - ice001 - [INFO] - [E:48| 900]: Train Loss:0.0015993, Val MRR:0.38548, ice001 +2023-05-25 03:51:34,811 - ice001 - [INFO] - [Epoch:48]: Training Loss:0.001599 + +2023-05-25 03:51:35,232 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 03:51:58,068 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 03:52:20,784 - ice001 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.41663, Head : 0.35814, Avg : 0.38738 + +2023-05-25 03:52:22,474 - ice001 - [INFO] - [Epoch 48]: Training Loss: 0.001599, Valid MRR: 0.38738, + + + +2023-05-25 03:52:23,800 - ice001 - [INFO] - [E:49| 0]: Train Loss:0.0016091, Val MRR:0.38738, ice001 +2023-05-25 03:54:04,913 - ice001 - [INFO] - [E:49| 100]: Train Loss:0.0015932, Val MRR:0.38738, ice001 +2023-05-25 03:55:46,268 - ice001 - [INFO] - [E:49| 200]: Train Loss:0.0015938, Val MRR:0.38738, ice001 +2023-05-25 03:57:17,363 - ice001 - [INFO] - [E:49| 300]: Train Loss:0.0015941, Val MRR:0.38738, ice001 +2023-05-25 03:58:58,398 - ice001 - [INFO] - [E:49| 400]: Train Loss:0.0015947, Val MRR:0.38738, ice001 +2023-05-25 04:00:40,056 - ice001 - [INFO] - [E:49| 500]: Train Loss:0.0015951, Val MRR:0.38738, ice001 +2023-05-25 04:02:21,538 - ice001 - [INFO] - [E:49| 600]: Train Loss:0.0015961, Val MRR:0.38738, ice001 +2023-05-25 04:04:03,078 - ice001 - [INFO] - [E:49| 700]: Train Loss:0.001596, Val MRR:0.38738, ice001 +2023-05-25 04:05:34,024 - ice001 - [INFO] - [E:49| 800]: Train Loss:0.0015964, Val MRR:0.38738, ice001 +2023-05-25 04:07:15,610 - ice001 - [INFO] - [E:49| 900]: Train Loss:0.0015965, Val MRR:0.38738, ice001 +2023-05-25 04:08:27,219 - ice001 - [INFO] - [Epoch:49]: Training Loss:0.001597 + +2023-05-25 04:08:27,566 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 04:08:50,630 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 04:09:13,503 - ice001 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.41208, Head : 0.35373, Avg : 0.3829 + MR: Tail : 838.32, Head : 949.3, Avg : 893.81 + Hit-1: Tail : 0.32783, Head : 0.27212, Avg : 0.29998 + Hit-3: Tail : 0.45685, Head : 0.39034, Avg : 0.4236 + Hit-10: Tail : 0.56852, Head : 0.5145, Avg : 0.54151 +2023-05-25 04:09:13,503 - ice001 - [INFO] - [Epoch 49]: Training Loss: 0.0015969, Valid MRR: 0.38738, + + + +2023-05-25 04:09:14,652 - ice001 - [INFO] - [E:50| 0]: Train Loss:0.0015706, Val MRR:0.38738, ice001 +2023-05-25 04:10:56,544 - ice001 - [INFO] - [E:50| 100]: Train Loss:0.0015927, Val MRR:0.38738, ice001 +2023-05-25 04:12:38,561 - ice001 - [INFO] - [E:50| 200]: Train Loss:0.0015911, Val MRR:0.38738, ice001 +2023-05-25 04:14:10,053 - ice001 - [INFO] - [E:50| 300]: Train Loss:0.0015919, Val MRR:0.38738, ice001 +2023-05-25 04:15:51,233 - ice001 - [INFO] - [E:50| 400]: Train Loss:0.0015928, Val MRR:0.38738, ice001 +2023-05-25 04:17:32,300 - ice001 - [INFO] - [E:50| 500]: Train Loss:0.0015936, Val MRR:0.38738, ice001 +2023-05-25 04:19:13,934 - ice001 - [INFO] - [E:50| 600]: Train Loss:0.0015935, Val MRR:0.38738, ice001 +2023-05-25 04:20:55,290 - ice001 - [INFO] - [E:50| 700]: Train Loss:0.0015943, Val MRR:0.38738, ice001 +2023-05-25 04:22:26,653 - ice001 - [INFO] - [E:50| 800]: Train Loss:0.0015944, Val MRR:0.38738, ice001 +2023-05-25 04:24:07,367 - ice001 - [INFO] - [E:50| 900]: Train Loss:0.0015948, Val MRR:0.38738, ice001 +2023-05-25 04:25:18,343 - ice001 - [INFO] - [Epoch:50]: Training Loss:0.001595 + +2023-05-25 04:25:18,603 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 04:25:41,762 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 04:26:04,102 - ice001 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.41432, Head : 0.3549, Avg : 0.38461 + +2023-05-25 04:26:04,102 - ice001 - [INFO] - [Epoch 50]: Training Loss: 0.0015951, Valid MRR: 0.38738, + + + +2023-05-25 04:26:05,248 - ice001 - [INFO] - [E:51| 0]: Train Loss:0.0016153, Val MRR:0.38738, ice001 +2023-05-25 04:27:46,203 - ice001 - [INFO] - [E:51| 100]: Train Loss:0.001592, Val MRR:0.38738, ice001 +2023-05-25 04:29:27,250 - ice001 - [INFO] - [E:51| 200]: Train Loss:0.0015916, Val MRR:0.38738, ice001 +2023-05-25 04:30:58,554 - ice001 - [INFO] - [E:51| 300]: Train Loss:0.0015915, Val MRR:0.38738, ice001 +2023-05-25 04:32:39,996 - ice001 - [INFO] - [E:51| 400]: Train Loss:0.0015923, Val MRR:0.38738, ice001 +2023-05-25 04:34:21,678 - ice001 - [INFO] - [E:51| 500]: Train Loss:0.0015927, Val MRR:0.38738, ice001 +2023-05-25 04:36:02,446 - ice001 - [INFO] - [E:51| 600]: Train Loss:0.0015932, Val MRR:0.38738, ice001 +2023-05-25 04:37:45,877 - ice001 - [INFO] - [E:51| 700]: Train Loss:0.0015931, Val MRR:0.38738, ice001 +2023-05-25 04:39:17,641 - ice001 - [INFO] - [E:51| 800]: Train Loss:0.0015934, Val MRR:0.38738, ice001 +2023-05-25 04:40:58,867 - ice001 - [INFO] - [E:51| 900]: Train Loss:0.0015933, Val MRR:0.38738, ice001 +2023-05-25 04:42:09,974 - ice001 - [INFO] - [Epoch:51]: Training Loss:0.001593 + +2023-05-25 04:42:10,375 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 04:42:33,322 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 04:42:56,153 - ice001 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.41903, Head : 0.35977, Avg : 0.3894 + +2023-05-25 04:42:58,302 - ice001 - [INFO] - [Epoch 51]: Training Loss: 0.0015935, Valid MRR: 0.3894, + + + +2023-05-25 04:42:59,622 - ice001 - [INFO] - [E:52| 0]: Train Loss:0.0015869, Val MRR:0.3894, ice001 +2023-05-25 04:44:41,425 - ice001 - [INFO] - [E:52| 100]: Train Loss:0.0015906, Val MRR:0.3894, ice001 +2023-05-25 04:46:23,101 - ice001 - [INFO] - [E:52| 200]: Train Loss:0.0015899, Val MRR:0.3894, ice001 +2023-05-25 04:47:53,901 - ice001 - [INFO] - [E:52| 300]: Train Loss:0.0015897, Val MRR:0.3894, ice001 +2023-05-25 04:49:36,033 - ice001 - [INFO] - [E:52| 400]: Train Loss:0.0015903, Val MRR:0.3894, ice001 +2023-05-25 04:51:17,382 - ice001 - [INFO] - [E:52| 500]: Train Loss:0.0015907, Val MRR:0.3894, ice001 +2023-05-25 04:52:58,754 - ice001 - [INFO] - [E:52| 600]: Train Loss:0.0015908, Val MRR:0.3894, ice001 +2023-05-25 04:54:39,721 - ice001 - [INFO] - [E:52| 700]: Train Loss:0.0015912, Val MRR:0.3894, ice001 +2023-05-25 04:56:11,103 - ice001 - [INFO] - [E:52| 800]: Train Loss:0.0015919, Val MRR:0.3894, ice001 +2023-05-25 04:57:52,818 - ice001 - [INFO] - [E:52| 900]: Train Loss:0.0015918, Val MRR:0.3894, ice001 +2023-05-25 04:59:03,532 - ice001 - [INFO] - [Epoch:52]: Training Loss:0.001592 + +2023-05-25 04:59:03,963 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 04:59:26,963 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 04:59:49,850 - ice001 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.41525, Head : 0.35786, Avg : 0.38656 + +2023-05-25 04:59:49,851 - ice001 - [INFO] - [Epoch 52]: Training Loss: 0.0015916, Valid MRR: 0.3894, + + + +2023-05-25 04:59:50,997 - ice001 - [INFO] - [E:53| 0]: Train Loss:0.0015718, Val MRR:0.3894, ice001 +2023-05-25 05:01:31,953 - ice001 - [INFO] - [E:53| 100]: Train Loss:0.001587, Val MRR:0.3894, ice001 +2023-05-25 05:03:11,905 - ice001 - [INFO] - [E:53| 200]: Train Loss:0.0015889, Val MRR:0.3894, ice001 +2023-05-25 05:04:44,371 - ice001 - [INFO] - [E:53| 300]: Train Loss:0.0015886, Val MRR:0.3894, ice001 +2023-05-25 05:06:26,217 - ice001 - [INFO] - [E:53| 400]: Train Loss:0.0015883, Val MRR:0.3894, ice001 +2023-05-25 05:08:07,558 - ice001 - [INFO] - [E:53| 500]: Train Loss:0.0015893, Val MRR:0.3894, ice001 +2023-05-25 05:09:49,217 - ice001 - [INFO] - [E:53| 600]: Train Loss:0.0015896, Val MRR:0.3894, ice001 +2023-05-25 05:11:29,979 - ice001 - [INFO] - [E:53| 700]: Train Loss:0.0015896, Val MRR:0.3894, ice001 +2023-05-25 05:13:01,547 - ice001 - [INFO] - [E:53| 800]: Train Loss:0.0015896, Val MRR:0.3894, ice001 +2023-05-25 05:14:42,834 - ice001 - [INFO] - [E:53| 900]: Train Loss:0.0015896, Val MRR:0.3894, ice001 +2023-05-25 05:15:54,305 - ice001 - [INFO] - [Epoch:53]: Training Loss:0.001589 + +2023-05-25 05:15:54,690 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 05:16:17,667 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 05:16:40,313 - ice001 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.42012, Head : 0.36176, Avg : 0.39094 + +2023-05-25 05:16:42,145 - ice001 - [INFO] - [Epoch 53]: Training Loss: 0.0015894, Valid MRR: 0.39094, + + + +2023-05-25 05:16:43,466 - ice001 - [INFO] - [E:54| 0]: Train Loss:0.0015924, Val MRR:0.39094, ice001 +2023-05-25 05:18:25,164 - ice001 - [INFO] - [E:54| 100]: Train Loss:0.0015875, Val MRR:0.39094, ice001 +2023-05-25 05:19:58,572 - ice001 - [INFO] - [E:54| 200]: Train Loss:0.0015875, Val MRR:0.39094, ice001 +2023-05-25 05:21:37,830 - ice001 - [INFO] - [E:54| 300]: Train Loss:0.0015872, Val MRR:0.39094, ice001 +2023-05-25 05:23:21,643 - ice001 - [INFO] - [E:54| 400]: Train Loss:0.0015867, Val MRR:0.39094, ice001 +2023-05-25 05:25:02,956 - ice001 - [INFO] - [E:54| 500]: Train Loss:0.0015863, Val MRR:0.39094, ice001 +2023-05-25 05:26:45,195 - ice001 - [INFO] - [E:54| 600]: Train Loss:0.0015869, Val MRR:0.39094, ice001 +2023-05-25 05:28:20,720 - ice001 - [INFO] - [E:54| 700]: Train Loss:0.0015869, Val MRR:0.39094, ice001 +2023-05-25 05:29:57,200 - ice001 - [INFO] - [E:54| 800]: Train Loss:0.0015874, Val MRR:0.39094, ice001 +2023-05-25 05:31:39,002 - ice001 - [INFO] - [E:54| 900]: Train Loss:0.0015875, Val MRR:0.39094, ice001 +2023-05-25 05:32:50,388 - ice001 - [INFO] - [Epoch:54]: Training Loss:0.001588 + +2023-05-25 05:32:50,648 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 05:33:13,825 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 05:33:36,606 - ice001 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.42046, Head : 0.36138, Avg : 0.39092 + +2023-05-25 05:33:36,606 - ice001 - [INFO] - [Epoch 54]: Training Loss: 0.0015878, Valid MRR: 0.39094, + + + +2023-05-25 05:33:37,626 - ice001 - [INFO] - [E:55| 0]: Train Loss:0.0015778, Val MRR:0.39094, ice001 +2023-05-25 05:35:18,637 - ice001 - [INFO] - [E:55| 100]: Train Loss:0.0015844, Val MRR:0.39094, ice001 +2023-05-25 05:36:50,218 - ice001 - [INFO] - [E:55| 200]: Train Loss:0.0015846, Val MRR:0.39094, ice001 +2023-05-25 05:38:32,422 - ice001 - [INFO] - [E:55| 300]: Train Loss:0.0015852, Val MRR:0.39094, ice001 +2023-05-25 05:40:14,489 - ice001 - [INFO] - [E:55| 400]: Train Loss:0.0015853, Val MRR:0.39094, ice001 +2023-05-25 05:41:56,283 - ice001 - [INFO] - [E:55| 500]: Train Loss:0.0015857, Val MRR:0.39094, ice001 +2023-05-25 05:43:38,087 - ice001 - [INFO] - [E:55| 600]: Train Loss:0.0015853, Val MRR:0.39094, ice001 +2023-05-25 05:45:09,650 - ice001 - [INFO] - [E:55| 700]: Train Loss:0.0015853, Val MRR:0.39094, ice001 +2023-05-25 05:46:49,488 - ice001 - [INFO] - [E:55| 800]: Train Loss:0.0015857, Val MRR:0.39094, ice001 +2023-05-25 05:48:29,160 - ice001 - [INFO] - [E:55| 900]: Train Loss:0.0015861, Val MRR:0.39094, ice001 +2023-05-25 05:49:39,479 - ice001 - [INFO] - [Epoch:55]: Training Loss:0.001586 + +2023-05-25 05:49:39,989 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 05:50:02,562 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 05:50:25,161 - ice001 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.41682, Head : 0.35812, Avg : 0.38747 + +2023-05-25 05:50:25,161 - ice001 - [INFO] - [Epoch 55]: Training Loss: 0.0015863, Valid MRR: 0.39094, + + + +2023-05-25 05:50:26,284 - ice001 - [INFO] - [E:56| 0]: Train Loss:0.0015787, Val MRR:0.39094, ice001 +2023-05-25 05:52:06,716 - ice001 - [INFO] - [E:56| 100]: Train Loss:0.0015833, Val MRR:0.39094, ice001 +2023-05-25 05:53:37,836 - ice001 - [INFO] - [E:56| 200]: Train Loss:0.0015846, Val MRR:0.39094, ice001 +2023-05-25 05:55:18,178 - ice001 - [INFO] - [E:56| 300]: Train Loss:0.0015841, Val MRR:0.39094, ice001 +2023-05-25 05:56:58,423 - ice001 - [INFO] - [E:56| 400]: Train Loss:0.0015843, Val MRR:0.39094, ice001 +2023-05-25 05:58:38,731 - ice001 - [INFO] - [E:56| 500]: Train Loss:0.0015845, Val MRR:0.39094, ice001 +2023-05-25 06:00:19,007 - ice001 - [INFO] - [E:56| 600]: Train Loss:0.0015845, Val MRR:0.39094, ice001 +2023-05-25 06:01:50,101 - ice001 - [INFO] - [E:56| 700]: Train Loss:0.0015844, Val MRR:0.39094, ice001 +2023-05-25 06:03:30,516 - ice001 - [INFO] - [E:56| 800]: Train Loss:0.0015845, Val MRR:0.39094, ice001 +2023-05-25 06:05:10,680 - ice001 - [INFO] - [E:56| 900]: Train Loss:0.0015848, Val MRR:0.39094, ice001 +2023-05-25 06:06:21,239 - ice001 - [INFO] - [Epoch:56]: Training Loss:0.001585 + +2023-05-25 06:06:21,583 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 06:06:44,603 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 06:07:07,335 - ice001 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.41583, Head : 0.35836, Avg : 0.3871 + +2023-05-25 06:07:07,336 - ice001 - [INFO] - [Epoch 56]: Training Loss: 0.0015849, Valid MRR: 0.39094, + + + +2023-05-25 06:07:08,521 - ice001 - [INFO] - [E:57| 0]: Train Loss:0.0016, Val MRR:0.39094, ice001 +2023-05-25 06:08:52,207 - ice001 - [INFO] - [E:57| 100]: Train Loss:0.0015835, Val MRR:0.39094, ice001 +2023-05-25 06:10:24,047 - ice001 - [INFO] - [E:57| 200]: Train Loss:0.0015821, Val MRR:0.39094, ice001 +2023-05-25 06:12:05,089 - ice001 - [INFO] - [E:57| 300]: Train Loss:0.0015816, Val MRR:0.39094, ice001 +2023-05-25 06:13:45,930 - ice001 - [INFO] - [E:57| 400]: Train Loss:0.0015826, Val MRR:0.39094, ice001 +2023-05-25 06:15:26,440 - ice001 - [INFO] - [E:57| 500]: Train Loss:0.0015831, Val MRR:0.39094, ice001 +2023-05-25 06:17:06,921 - ice001 - [INFO] - [E:57| 600]: Train Loss:0.0015833, Val MRR:0.39094, ice001 +2023-05-25 06:18:37,992 - ice001 - [INFO] - [E:57| 700]: Train Loss:0.001583, Val MRR:0.39094, ice001 +2023-05-25 06:20:19,054 - ice001 - [INFO] - [E:57| 800]: Train Loss:0.0015833, Val MRR:0.39094, ice001 +2023-05-25 06:21:59,684 - ice001 - [INFO] - [E:57| 900]: Train Loss:0.0015835, Val MRR:0.39094, ice001 +2023-05-25 06:23:10,593 - ice001 - [INFO] - [Epoch:57]: Training Loss:0.001584 + +2023-05-25 06:23:10,937 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 06:23:33,952 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 06:23:56,606 - ice001 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.41926, Head : 0.36512, Avg : 0.39219 + +2023-05-25 06:23:58,797 - ice001 - [INFO] - [Epoch 57]: Training Loss: 0.0015837, Valid MRR: 0.39219, + + + +2023-05-25 06:23:59,772 - ice001 - [INFO] - [E:58| 0]: Train Loss:0.0015613, Val MRR:0.39219, ice001 +2023-05-25 06:25:40,747 - ice001 - [INFO] - [E:58| 100]: Train Loss:0.0015789, Val MRR:0.39219, ice001 +2023-05-25 06:27:12,095 - ice001 - [INFO] - [E:58| 200]: Train Loss:0.0015807, Val MRR:0.39219, ice001 +2023-05-25 06:28:53,670 - ice001 - [INFO] - [E:58| 300]: Train Loss:0.0015799, Val MRR:0.39219, ice001 +2023-05-25 06:30:35,115 - ice001 - [INFO] - [E:58| 400]: Train Loss:0.0015802, Val MRR:0.39219, ice001 +2023-05-25 06:32:16,361 - ice001 - [INFO] - [E:58| 500]: Train Loss:0.0015811, Val MRR:0.39219, ice001 +2023-05-25 06:33:57,150 - ice001 - [INFO] - [E:58| 600]: Train Loss:0.0015811, Val MRR:0.39219, ice001 +2023-05-25 06:35:28,182 - ice001 - [INFO] - [E:58| 700]: Train Loss:0.0015813, Val MRR:0.39219, ice001 +2023-05-25 06:37:09,569 - ice001 - [INFO] - [E:58| 800]: Train Loss:0.0015812, Val MRR:0.39219, ice001 +2023-05-25 06:38:50,630 - ice001 - [INFO] - [E:58| 900]: Train Loss:0.0015816, Val MRR:0.39219, ice001 +2023-05-25 06:40:01,573 - ice001 - [INFO] - [Epoch:58]: Training Loss:0.001582 + +2023-05-25 06:40:01,953 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 06:40:24,875 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 06:40:47,142 - ice001 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.41941, Head : 0.36074, Avg : 0.39008 + +2023-05-25 06:40:47,142 - ice001 - [INFO] - [Epoch 58]: Training Loss: 0.0015817, Valid MRR: 0.39219, + + + +2023-05-25 06:40:48,351 - ice001 - [INFO] - [E:59| 0]: Train Loss:0.0016235, Val MRR:0.39219, ice001 +2023-05-25 06:42:28,696 - ice001 - [INFO] - [E:59| 100]: Train Loss:0.0015799, Val MRR:0.39219, ice001 +2023-05-25 06:43:59,301 - ice001 - [INFO] - [E:59| 200]: Train Loss:0.0015794, Val MRR:0.39219, ice001 +2023-05-25 06:45:39,873 - ice001 - [INFO] - [E:59| 300]: Train Loss:0.0015795, Val MRR:0.39219, ice001 +2023-05-25 06:47:19,897 - ice001 - [INFO] - [E:59| 400]: Train Loss:0.0015791, Val MRR:0.39219, ice001 +2023-05-25 06:48:59,898 - ice001 - [INFO] - [E:59| 500]: Train Loss:0.0015795, Val MRR:0.39219, ice001 +2023-05-25 06:50:39,944 - ice001 - [INFO] - [E:59| 600]: Train Loss:0.0015796, Val MRR:0.39219, ice001 +2023-05-25 06:52:11,304 - ice001 - [INFO] - [E:59| 700]: Train Loss:0.00158, Val MRR:0.39219, ice001 +2023-05-25 06:53:51,981 - ice001 - [INFO] - [E:59| 800]: Train Loss:0.0015803, Val MRR:0.39219, ice001 +2023-05-25 06:55:35,306 - ice001 - [INFO] - [E:59| 900]: Train Loss:0.0015805, Val MRR:0.39219, ice001 +2023-05-25 06:56:46,512 - ice001 - [INFO] - [Epoch:59]: Training Loss:0.00158 + +2023-05-25 06:56:46,837 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 06:57:09,545 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 06:57:32,215 - ice001 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.42286, Head : 0.35934, Avg : 0.3911 + MR: Tail : 810.05, Head : 926.2, Avg : 868.12 + Hit-1: Tail : 0.33851, Head : 0.27576, Avg : 0.30714 + Hit-3: Tail : 0.46729, Head : 0.3992, Avg : 0.43324 + Hit-10: Tail : 0.58381, Head : 0.5213, Avg : 0.55255 +2023-05-25 06:57:32,215 - ice001 - [INFO] - [Epoch 59]: Training Loss: 0.0015804, Valid MRR: 0.39219, + + + +2023-05-25 06:57:33,341 - ice001 - [INFO] - [E:60| 0]: Train Loss:0.001586, Val MRR:0.39219, ice001 +2023-05-25 06:59:14,253 - ice001 - [INFO] - [E:60| 100]: Train Loss:0.0015769, Val MRR:0.39219, ice001 +2023-05-25 07:00:45,277 - ice001 - [INFO] - [E:60| 200]: Train Loss:0.0015757, Val MRR:0.39219, ice001 +2023-05-25 07:02:25,193 - ice001 - [INFO] - [E:60| 300]: Train Loss:0.0015774, Val MRR:0.39219, ice001 +2023-05-25 07:04:04,582 - ice001 - [INFO] - [E:60| 400]: Train Loss:0.0015777, Val MRR:0.39219, ice001 +2023-05-25 07:05:44,375 - ice001 - [INFO] - [E:60| 500]: Train Loss:0.0015777, Val MRR:0.39219, ice001 +2023-05-25 07:07:24,210 - ice001 - [INFO] - [E:60| 600]: Train Loss:0.0015781, Val MRR:0.39219, ice001 +2023-05-25 07:08:55,980 - ice001 - [INFO] - [E:60| 700]: Train Loss:0.0015787, Val MRR:0.39219, ice001 +2023-05-25 07:10:37,812 - ice001 - [INFO] - [E:60| 800]: Train Loss:0.0015786, Val MRR:0.39219, ice001 +2023-05-25 07:12:19,037 - ice001 - [INFO] - [E:60| 900]: Train Loss:0.0015789, Val MRR:0.39219, ice001 +2023-05-25 07:13:30,232 - ice001 - [INFO] - [Epoch:60]: Training Loss:0.001579 + +2023-05-25 07:13:30,516 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 07:13:53,383 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 07:14:16,034 - ice001 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.42153, Head : 0.3613, Avg : 0.39141 + +2023-05-25 07:14:16,034 - ice001 - [INFO] - [Epoch 60]: Training Loss: 0.0015792, Valid MRR: 0.39219, + + + +2023-05-25 07:14:17,102 - ice001 - [INFO] - [E:61| 0]: Train Loss:0.001574, Val MRR:0.39219, ice001 +2023-05-25 07:15:58,594 - ice001 - [INFO] - [E:61| 100]: Train Loss:0.0015782, Val MRR:0.39219, ice001 +2023-05-25 07:17:29,909 - ice001 - [INFO] - [E:61| 200]: Train Loss:0.0015777, Val MRR:0.39219, ice001 +2023-05-25 07:19:11,151 - ice001 - [INFO] - [E:61| 300]: Train Loss:0.0015781, Val MRR:0.39219, ice001 +2023-05-25 07:20:52,219 - ice001 - [INFO] - [E:61| 400]: Train Loss:0.0015776, Val MRR:0.39219, ice001 +2023-05-25 07:22:33,496 - ice001 - [INFO] - [E:61| 500]: Train Loss:0.0015771, Val MRR:0.39219, ice001 +2023-05-25 07:24:14,639 - ice001 - [INFO] - [E:61| 600]: Train Loss:0.0015774, Val MRR:0.39219, ice001 +2023-05-25 07:25:46,300 - ice001 - [INFO] - [E:61| 700]: Train Loss:0.0015774, Val MRR:0.39219, ice001 +2023-05-25 07:27:27,165 - ice001 - [INFO] - [E:61| 800]: Train Loss:0.0015775, Val MRR:0.39219, ice001 +2023-05-25 07:29:08,001 - ice001 - [INFO] - [E:61| 900]: Train Loss:0.0015779, Val MRR:0.39219, ice001 +2023-05-25 07:30:19,000 - ice001 - [INFO] - [Epoch:61]: Training Loss:0.001578 + +2023-05-25 07:30:19,437 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 07:30:42,259 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 07:31:04,631 - ice001 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.42009, Head : 0.35677, Avg : 0.38843 + +2023-05-25 07:31:04,631 - ice001 - [INFO] - [Epoch 61]: Training Loss: 0.0015783, Valid MRR: 0.39219, + + + +2023-05-25 07:31:05,771 - ice001 - [INFO] - [E:62| 0]: Train Loss:0.0015761, Val MRR:0.39219, ice001 +2023-05-25 07:32:43,874 - ice001 - [INFO] - [E:62| 100]: Train Loss:0.0015768, Val MRR:0.39219, ice001 +2023-05-25 07:34:17,855 - ice001 - [INFO] - [E:62| 200]: Train Loss:0.0015757, Val MRR:0.39219, ice001 +2023-05-25 07:35:58,898 - ice001 - [INFO] - [E:62| 300]: Train Loss:0.0015762, Val MRR:0.39219, ice001 +2023-05-25 07:37:39,664 - ice001 - [INFO] - [E:62| 400]: Train Loss:0.0015764, Val MRR:0.39219, ice001 +2023-05-25 07:39:20,590 - ice001 - [INFO] - [E:62| 500]: Train Loss:0.0015762, Val MRR:0.39219, ice001 +2023-05-25 07:41:04,972 - ice001 - [INFO] - [E:62| 600]: Train Loss:0.0015765, Val MRR:0.39219, ice001 +2023-05-25 07:42:36,995 - ice001 - [INFO] - [E:62| 700]: Train Loss:0.0015768, Val MRR:0.39219, ice001 +2023-05-25 07:44:18,621 - ice001 - [INFO] - [E:62| 800]: Train Loss:0.001577, Val MRR:0.39219, ice001 +2023-05-25 07:45:59,773 - ice001 - [INFO] - [E:62| 900]: Train Loss:0.0015767, Val MRR:0.39219, ice001 +2023-05-25 07:47:10,574 - ice001 - [INFO] - [Epoch:62]: Training Loss:0.001577 + +2023-05-25 07:47:10,866 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 07:47:33,569 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 07:47:56,192 - ice001 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.41921, Head : 0.36161, Avg : 0.39041 + +2023-05-25 07:47:56,192 - ice001 - [INFO] - [Epoch 62]: Training Loss: 0.0015767, Valid MRR: 0.39219, + + + +2023-05-25 07:47:57,346 - ice001 - [INFO] - [E:63| 0]: Train Loss:0.0016016, Val MRR:0.39219, ice001 +2023-05-25 07:49:32,877 - ice001 - [INFO] - [E:63| 100]: Train Loss:0.0015748, Val MRR:0.39219, ice001 +2023-05-25 07:51:09,211 - ice001 - [INFO] - [E:63| 200]: Train Loss:0.0015748, Val MRR:0.39219, ice001 +2023-05-25 07:52:50,539 - ice001 - [INFO] - [E:63| 300]: Train Loss:0.0015739, Val MRR:0.39219, ice001 +2023-05-25 07:54:31,474 - ice001 - [INFO] - [E:63| 400]: Train Loss:0.0015742, Val MRR:0.39219, ice001 +2023-05-25 07:56:12,177 - ice001 - [INFO] - [E:63| 500]: Train Loss:0.0015741, Val MRR:0.39219, ice001 +2023-05-25 07:57:49,406 - ice001 - [INFO] - [E:63| 600]: Train Loss:0.0015744, Val MRR:0.39219, ice001 +2023-05-25 07:59:23,153 - ice001 - [INFO] - [E:63| 700]: Train Loss:0.0015748, Val MRR:0.39219, ice001 +2023-05-25 08:01:03,324 - ice001 - [INFO] - [E:63| 800]: Train Loss:0.0015752, Val MRR:0.39219, ice001 +2023-05-25 08:02:43,674 - ice001 - [INFO] - [E:63| 900]: Train Loss:0.0015752, Val MRR:0.39219, ice001 +2023-05-25 08:03:54,621 - ice001 - [INFO] - [Epoch:63]: Training Loss:0.001575 + +2023-05-25 08:03:55,054 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 08:04:17,666 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 08:04:39,975 - ice001 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.42054, Head : 0.36178, Avg : 0.39116 + +2023-05-25 08:04:39,976 - ice001 - [INFO] - [Epoch 63]: Training Loss: 0.0015755, Valid MRR: 0.39219, + + + +2023-05-25 08:04:41,069 - ice001 - [INFO] - [E:64| 0]: Train Loss:0.0016027, Val MRR:0.39219, ice001 +2023-05-25 08:06:14,727 - ice001 - [INFO] - [E:64| 100]: Train Loss:0.0015731, Val MRR:0.39219, ice001 +2023-05-25 08:07:53,004 - ice001 - [INFO] - [E:64| 200]: Train Loss:0.0015734, Val MRR:0.39219, ice001 +2023-05-25 08:09:33,417 - ice001 - [INFO] - [E:64| 300]: Train Loss:0.0015735, Val MRR:0.39219, ice001 +2023-05-25 08:11:14,089 - ice001 - [INFO] - [E:64| 400]: Train Loss:0.0015741, Val MRR:0.39219, ice001 +2023-05-25 08:12:55,034 - ice001 - [INFO] - [E:64| 500]: Train Loss:0.0015746, Val MRR:0.39219, ice001 +2023-05-25 08:14:29,950 - ice001 - [INFO] - [E:64| 600]: Train Loss:0.0015744, Val MRR:0.39219, ice001 +2023-05-25 08:16:07,071 - ice001 - [INFO] - [E:64| 700]: Train Loss:0.0015744, Val MRR:0.39219, ice001 +2023-05-25 08:17:47,685 - ice001 - [INFO] - [E:64| 800]: Train Loss:0.0015744, Val MRR:0.39219, ice001 +2023-05-25 08:19:28,567 - ice001 - [INFO] - [E:64| 900]: Train Loss:0.0015745, Val MRR:0.39219, ice001 +2023-05-25 08:20:39,819 - ice001 - [INFO] - [Epoch:64]: Training Loss:0.001575 + +2023-05-25 08:20:40,081 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 08:21:02,995 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 08:21:25,667 - ice001 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.41992, Head : 0.35852, Avg : 0.38922 + +2023-05-25 08:21:25,667 - ice001 - [INFO] - [Epoch 64]: Training Loss: 0.0015747, Valid MRR: 0.39219, + + + +2023-05-25 08:21:26,509 - ice001 - [INFO] - [E:65| 0]: Train Loss:0.0015709, Val MRR:0.39219, ice001 +2023-05-25 08:22:57,776 - ice001 - [INFO] - [E:65| 100]: Train Loss:0.0015699, Val MRR:0.39219, ice001 +2023-05-25 08:24:38,372 - ice001 - [INFO] - [E:65| 200]: Train Loss:0.0015712, Val MRR:0.39219, ice001 +2023-05-25 08:26:21,670 - ice001 - [INFO] - [E:65| 300]: Train Loss:0.0015718, Val MRR:0.39219, ice001 +2023-05-25 08:28:02,522 - ice001 - [INFO] - [E:65| 400]: Train Loss:0.0015724, Val MRR:0.39219, ice001 +2023-05-25 08:29:42,941 - ice001 - [INFO] - [E:65| 500]: Train Loss:0.0015727, Val MRR:0.39219, ice001 +2023-05-25 08:31:17,215 - ice001 - [INFO] - [E:65| 600]: Train Loss:0.0015726, Val MRR:0.39219, ice001 +2023-05-25 08:32:55,468 - ice001 - [INFO] - [E:65| 700]: Train Loss:0.0015725, Val MRR:0.39219, ice001 +2023-05-25 08:34:36,928 - ice001 - [INFO] - [E:65| 800]: Train Loss:0.0015729, Val MRR:0.39219, ice001 +2023-05-25 08:36:17,991 - ice001 - [INFO] - [E:65| 900]: Train Loss:0.0015729, Val MRR:0.39219, ice001 +2023-05-25 08:37:28,814 - ice001 - [INFO] - [Epoch:65]: Training Loss:0.001573 + +2023-05-25 08:37:29,208 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 08:37:51,985 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 08:38:14,555 - ice001 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.41517, Head : 0.35797, Avg : 0.38657 + +2023-05-25 08:38:14,555 - ice001 - [INFO] - [Epoch 65]: Training Loss: 0.0015733, Valid MRR: 0.39219, + + + +2023-05-25 08:38:15,753 - ice001 - [INFO] - [E:66| 0]: Train Loss:0.0015794, Val MRR:0.39219, ice001 +2023-05-25 08:39:46,380 - ice001 - [INFO] - [E:66| 100]: Train Loss:0.0015731, Val MRR:0.39219, ice001 +2023-05-25 08:41:26,151 - ice001 - [INFO] - [E:66| 200]: Train Loss:0.0015721, Val MRR:0.39219, ice001 +2023-05-25 08:43:05,842 - ice001 - [INFO] - [E:66| 300]: Train Loss:0.0015729, Val MRR:0.39219, ice001 +2023-05-25 08:44:45,522 - ice001 - [INFO] - [E:66| 400]: Train Loss:0.0015727, Val MRR:0.39219, ice001 +2023-05-25 08:46:25,230 - ice001 - [INFO] - [E:66| 500]: Train Loss:0.0015726, Val MRR:0.39219, ice001 +2023-05-25 08:47:56,092 - ice001 - [INFO] - [E:66| 600]: Train Loss:0.0015728, Val MRR:0.39219, ice001 +2023-05-25 08:49:35,859 - ice001 - [INFO] - [E:66| 700]: Train Loss:0.0015728, Val MRR:0.39219, ice001 +2023-05-25 08:51:16,959 - ice001 - [INFO] - [E:66| 800]: Train Loss:0.0015727, Val MRR:0.39219, ice001 +2023-05-25 08:52:58,121 - ice001 - [INFO] - [E:66| 900]: Train Loss:0.0015727, Val MRR:0.39219, ice001 +2023-05-25 08:54:09,157 - ice001 - [INFO] - [Epoch:66]: Training Loss:0.001573 + +2023-05-25 08:54:09,554 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 08:54:32,417 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 08:54:55,191 - ice001 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.41686, Head : 0.35846, Avg : 0.38766 + +2023-05-25 08:54:55,191 - ice001 - [INFO] - [Epoch 66]: Training Loss: 0.0015728, Valid MRR: 0.39219, + + + +2023-05-25 08:54:56,324 - ice001 - [INFO] - [E:67| 0]: Train Loss:0.0015665, Val MRR:0.39219, ice001 +2023-05-25 08:56:27,668 - ice001 - [INFO] - [E:67| 100]: Train Loss:0.0015721, Val MRR:0.39219, ice001 +2023-05-25 08:58:09,042 - ice001 - [INFO] - [E:67| 200]: Train Loss:0.0015706, Val MRR:0.39219, ice001 +2023-05-25 08:59:49,986 - ice001 - [INFO] - [E:67| 300]: Train Loss:0.0015708, Val MRR:0.39219, ice001 +2023-05-25 09:01:31,233 - ice001 - [INFO] - [E:67| 400]: Train Loss:0.0015706, Val MRR:0.39219, ice001 +2023-05-25 09:03:12,040 - ice001 - [INFO] - [E:67| 500]: Train Loss:0.0015706, Val MRR:0.39219, ice001 +2023-05-25 09:04:43,429 - ice001 - [INFO] - [E:67| 600]: Train Loss:0.0015705, Val MRR:0.39219, ice001 +2023-05-25 09:06:24,783 - ice001 - [INFO] - [E:67| 700]: Train Loss:0.0015707, Val MRR:0.39219, ice001 +2023-05-25 09:08:05,884 - ice001 - [INFO] - [E:67| 800]: Train Loss:0.001571, Val MRR:0.39219, ice001 +2023-05-25 09:09:46,979 - ice001 - [INFO] - [E:67| 900]: Train Loss:0.0015715, Val MRR:0.39219, ice001 +2023-05-25 09:10:58,013 - ice001 - [INFO] - [Epoch:67]: Training Loss:0.001572 + +2023-05-25 09:10:58,408 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 09:11:23,233 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 09:11:46,096 - ice001 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.41455, Head : 0.35581, Avg : 0.38518 + +2023-05-25 09:11:46,096 - ice001 - [INFO] - [Epoch 67]: Training Loss: 0.0015715, Valid MRR: 0.39219, + + + +2023-05-25 09:11:47,156 - ice001 - [INFO] - [E:68| 0]: Train Loss:0.001543, Val MRR:0.39219, ice001 +2023-05-25 09:13:17,819 - ice001 - [INFO] - [E:68| 100]: Train Loss:0.001572, Val MRR:0.39219, ice001 +2023-05-25 09:14:57,511 - ice001 - [INFO] - [E:68| 200]: Train Loss:0.0015701, Val MRR:0.39219, ice001 +2023-05-25 09:16:37,253 - ice001 - [INFO] - [E:68| 300]: Train Loss:0.0015702, Val MRR:0.39219, ice001 +2023-05-25 09:18:17,005 - ice001 - [INFO] - [E:68| 400]: Train Loss:0.0015701, Val MRR:0.39219, ice001 +2023-05-25 09:19:57,054 - ice001 - [INFO] - [E:68| 500]: Train Loss:0.0015699, Val MRR:0.39219, ice001 +2023-05-25 09:21:27,242 - ice001 - [INFO] - [E:68| 600]: Train Loss:0.0015695, Val MRR:0.39219, ice001 +2023-05-25 09:23:07,611 - ice001 - [INFO] - [E:68| 700]: Train Loss:0.0015699, Val MRR:0.39219, ice001 +2023-05-25 09:24:47,515 - ice001 - [INFO] - [E:68| 800]: Train Loss:0.0015702, Val MRR:0.39219, ice001 +2023-05-25 09:26:26,659 - ice001 - [INFO] - [E:68| 900]: Train Loss:0.0015704, Val MRR:0.39219, ice001 +2023-05-25 09:27:36,586 - ice001 - [INFO] - [Epoch:68]: Training Loss:0.00157 + +2023-05-25 09:27:36,851 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 09:27:59,182 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 09:28:21,288 - ice001 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.42212, Head : 0.36312, Avg : 0.39262 + +2023-05-25 09:28:23,719 - ice001 - [INFO] - [Epoch 68]: Training Loss: 0.0015705, Valid MRR: 0.39262, + + + +2023-05-25 09:28:24,700 - ice001 - [INFO] - [E:69| 0]: Train Loss:0.0015762, Val MRR:0.39262, ice001 +2023-05-25 09:29:55,531 - ice001 - [INFO] - [E:69| 100]: Train Loss:0.001569, Val MRR:0.39262, ice001 +2023-05-25 09:31:36,237 - ice001 - [INFO] - [E:69| 200]: Train Loss:0.001569, Val MRR:0.39262, ice001 +2023-05-25 09:33:16,420 - ice001 - [INFO] - [E:69| 300]: Train Loss:0.001569, Val MRR:0.39262, ice001 +2023-05-25 09:34:56,288 - ice001 - [INFO] - [E:69| 400]: Train Loss:0.0015691, Val MRR:0.39262, ice001 +2023-05-25 09:36:32,548 - ice001 - [INFO] - [E:69| 500]: Train Loss:0.0015698, Val MRR:0.39262, ice001 +2023-05-25 09:38:07,171 - ice001 - [INFO] - [E:69| 600]: Train Loss:0.0015697, Val MRR:0.39262, ice001 +2023-05-25 09:39:46,749 - ice001 - [INFO] - [E:69| 700]: Train Loss:0.0015697, Val MRR:0.39262, ice001 +2023-05-25 09:41:25,997 - ice001 - [INFO] - [E:69| 800]: Train Loss:0.0015694, Val MRR:0.39262, ice001 +2023-05-25 09:43:05,279 - ice001 - [INFO] - [E:69| 900]: Train Loss:0.0015695, Val MRR:0.39262, ice001 +2023-05-25 09:44:15,607 - ice001 - [INFO] - [Epoch:69]: Training Loss:0.00157 + +2023-05-25 09:44:16,123 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 09:44:34,823 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 09:44:49,687 - ice001 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.42094, Head : 0.36361, Avg : 0.39227 + MR: Tail : 751.34, Head : 877.33, Avg : 814.33 + Hit-1: Tail : 0.33378, Head : 0.28098, Avg : 0.30738 + Hit-3: Tail : 0.47032, Head : 0.39883, Avg : 0.43458 + Hit-10: Tail : 0.5809, Head : 0.52555, Avg : 0.55322 +2023-05-25 09:44:49,687 - ice001 - [INFO] - [Epoch 69]: Training Loss: 0.0015695, Valid MRR: 0.39262, + + + +2023-05-25 09:44:50,810 - ice001 - [INFO] - [E:70| 0]: Train Loss:0.0015646, Val MRR:0.39262, ice001 +2023-05-25 09:46:30,833 - ice001 - [INFO] - [E:70| 100]: Train Loss:0.0015664, Val MRR:0.39262, ice001 +2023-05-25 09:48:10,770 - ice001 - [INFO] - [E:70| 200]: Train Loss:0.0015655, Val MRR:0.39262, ice001 +2023-05-25 09:49:50,685 - ice001 - [INFO] - [E:70| 300]: Train Loss:0.0015654, Val MRR:0.39262, ice001 +2023-05-25 09:51:30,564 - ice001 - [INFO] - [E:70| 400]: Train Loss:0.0015666, Val MRR:0.39262, ice001 +2023-05-25 09:53:00,817 - ice001 - [INFO] - [E:70| 500]: Train Loss:0.001567, Val MRR:0.39262, ice001 +2023-05-25 09:54:41,529 - ice001 - [INFO] - [E:70| 600]: Train Loss:0.0015672, Val MRR:0.39262, ice001 +2023-05-25 09:56:24,857 - ice001 - [INFO] - [E:70| 700]: Train Loss:0.0015674, Val MRR:0.39262, ice001 +2023-05-25 09:58:05,147 - ice001 - [INFO] - [E:70| 800]: Train Loss:0.0015677, Val MRR:0.39262, ice001 +2023-05-25 09:59:45,587 - ice001 - [INFO] - [E:70| 900]: Train Loss:0.0015682, Val MRR:0.39262, ice001 +2023-05-25 10:00:51,399 - ice001 - [INFO] - [Epoch:70]: Training Loss:0.001568 + +2023-05-25 10:00:51,616 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 10:01:08,962 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 10:01:31,051 - ice001 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.41753, Head : 0.36062, Avg : 0.38907 + +2023-05-25 10:01:31,051 - ice001 - [INFO] - [Epoch 70]: Training Loss: 0.0015681, Valid MRR: 0.39262, + + + +2023-05-25 10:01:32,116 - ice001 - [INFO] - [E:71| 0]: Train Loss:0.0015739, Val MRR:0.39262, ice001 +2023-05-25 10:03:13,105 - ice001 - [INFO] - [E:71| 100]: Train Loss:0.0015636, Val MRR:0.39262, ice001 +2023-05-25 10:04:53,765 - ice001 - [INFO] - [E:71| 200]: Train Loss:0.0015656, Val MRR:0.39262, ice001 +2023-05-25 10:06:34,709 - ice001 - [INFO] - [E:71| 300]: Train Loss:0.0015657, Val MRR:0.39262, ice001 +2023-05-25 10:08:15,511 - ice001 - [INFO] - [E:71| 400]: Train Loss:0.0015655, Val MRR:0.39262, ice001 +2023-05-25 10:09:45,923 - ice001 - [INFO] - [E:71| 500]: Train Loss:0.0015659, Val MRR:0.39262, ice001 +2023-05-25 10:11:25,732 - ice001 - [INFO] - [E:71| 600]: Train Loss:0.0015663, Val MRR:0.39262, ice001 +2023-05-25 10:13:05,397 - ice001 - [INFO] - [E:71| 700]: Train Loss:0.0015668, Val MRR:0.39262, ice001 +2023-05-25 10:14:45,014 - ice001 - [INFO] - [E:71| 800]: Train Loss:0.0015669, Val MRR:0.39262, ice001 +2023-05-25 10:16:24,526 - ice001 - [INFO] - [E:71| 900]: Train Loss:0.001567, Val MRR:0.39262, ice001 +2023-05-25 10:17:25,267 - ice001 - [INFO] - [Epoch:71]: Training Loss:0.001567 + +2023-05-25 10:17:25,531 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 10:17:47,945 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 10:18:10,152 - ice001 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.41815, Head : 0.35908, Avg : 0.38861 + +2023-05-25 10:18:10,152 - ice001 - [INFO] - [Epoch 71]: Training Loss: 0.0015672, Valid MRR: 0.39262, + + + +2023-05-25 10:18:11,330 - ice001 - [INFO] - [E:72| 0]: Train Loss:0.0015796, Val MRR:0.39262, ice001 +2023-05-25 10:19:51,031 - ice001 - [INFO] - [E:72| 100]: Train Loss:0.0015675, Val MRR:0.39262, ice001 +2023-05-25 10:21:30,981 - ice001 - [INFO] - [E:72| 200]: Train Loss:0.0015657, Val MRR:0.39262, ice001 +2023-05-25 10:23:11,059 - ice001 - [INFO] - [E:72| 300]: Train Loss:0.0015661, Val MRR:0.39262, ice001 +2023-05-25 10:24:50,505 - ice001 - [INFO] - [E:72| 400]: Train Loss:0.0015664, Val MRR:0.39262, ice001 +2023-05-25 10:26:22,079 - ice001 - [INFO] - [E:72| 500]: Train Loss:0.001566, Val MRR:0.39262, ice001 +2023-05-25 10:28:02,276 - ice001 - [INFO] - [E:72| 600]: Train Loss:0.0015662, Val MRR:0.39262, ice001 +2023-05-25 10:29:42,750 - ice001 - [INFO] - [E:72| 700]: Train Loss:0.0015664, Val MRR:0.39262, ice001 +2023-05-25 10:31:23,302 - ice001 - [INFO] - [E:72| 800]: Train Loss:0.0015667, Val MRR:0.39262, ice001 +2023-05-25 10:32:57,866 - ice001 - [INFO] - [E:72| 900]: Train Loss:0.0015667, Val MRR:0.39262, ice001 +2023-05-25 10:34:03,859 - ice001 - [INFO] - [Epoch:72]: Training Loss:0.001567 + +2023-05-25 10:34:04,384 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 10:34:26,795 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 10:34:48,819 - ice001 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.42194, Head : 0.36338, Avg : 0.39266 + +2023-05-25 10:34:51,690 - ice001 - [INFO] - [Epoch 72]: Training Loss: 0.0015666, Valid MRR: 0.39266, + + + +2023-05-25 10:34:52,487 - ice001 - [INFO] - [E:73| 0]: Train Loss:0.0015653, Val MRR:0.39266, ice001 +2023-05-25 10:36:32,316 - ice001 - [INFO] - [E:73| 100]: Train Loss:0.0015671, Val MRR:0.39266, ice001 +2023-05-25 10:38:12,525 - ice001 - [INFO] - [E:73| 200]: Train Loss:0.0015657, Val MRR:0.39266, ice001 +2023-05-25 10:39:52,463 - ice001 - [INFO] - [E:73| 300]: Train Loss:0.0015654, Val MRR:0.39266, ice001 +2023-05-25 10:41:26,022 - ice001 - [INFO] - [E:73| 400]: Train Loss:0.0015654, Val MRR:0.39266, ice001 +2023-05-25 10:43:06,090 - ice001 - [INFO] - [E:73| 500]: Train Loss:0.0015654, Val MRR:0.39266, ice001 +2023-05-25 10:44:46,397 - ice001 - [INFO] - [E:73| 600]: Train Loss:0.0015655, Val MRR:0.39266, ice001 +2023-05-25 10:46:26,331 - ice001 - [INFO] - [E:73| 700]: Train Loss:0.001565, Val MRR:0.39266, ice001 +2023-05-25 10:48:06,964 - ice001 - [INFO] - [E:73| 800]: Train Loss:0.0015653, Val MRR:0.39266, ice001 +2023-05-25 10:49:37,863 - ice001 - [INFO] - [E:73| 900]: Train Loss:0.0015656, Val MRR:0.39266, ice001 +2023-05-25 10:50:48,040 - ice001 - [INFO] - [Epoch:73]: Training Loss:0.001566 + +2023-05-25 10:50:48,384 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 10:51:10,882 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 10:51:33,074 - ice001 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.41996, Head : 0.3598, Avg : 0.38988 + +2023-05-25 10:51:33,074 - ice001 - [INFO] - [Epoch 73]: Training Loss: 0.0015656, Valid MRR: 0.39266, + + + +2023-05-25 10:51:34,089 - ice001 - [INFO] - [E:74| 0]: Train Loss:0.0015441, Val MRR:0.39266, ice001 +2023-05-25 10:53:14,273 - ice001 - [INFO] - [E:74| 100]: Train Loss:0.0015639, Val MRR:0.39266, ice001 +2023-05-25 10:54:54,162 - ice001 - [INFO] - [E:74| 200]: Train Loss:0.0015636, Val MRR:0.39266, ice001 +2023-05-25 10:56:34,086 - ice001 - [INFO] - [E:74| 300]: Train Loss:0.0015629, Val MRR:0.39266, ice001 +2023-05-25 10:58:04,833 - ice001 - [INFO] - [E:74| 400]: Train Loss:0.0015634, Val MRR:0.39266, ice001 +2023-05-25 10:59:45,164 - ice001 - [INFO] - [E:74| 500]: Train Loss:0.0015638, Val MRR:0.39266, ice001 +2023-05-25 11:01:26,275 - ice001 - [INFO] - [E:74| 600]: Train Loss:0.001564, Val MRR:0.39266, ice001 +2023-05-25 11:03:07,185 - ice001 - [INFO] - [E:74| 700]: Train Loss:0.0015641, Val MRR:0.39266, ice001 +2023-05-25 11:04:48,140 - ice001 - [INFO] - [E:74| 800]: Train Loss:0.0015643, Val MRR:0.39266, ice001 +2023-05-25 11:06:18,974 - ice001 - [INFO] - [E:74| 900]: Train Loss:0.0015647, Val MRR:0.39266, ice001 +2023-05-25 11:07:29,764 - ice001 - [INFO] - [Epoch:74]: Training Loss:0.001565 + +2023-05-25 11:07:30,110 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 11:07:52,864 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 11:08:14,971 - ice001 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.41522, Head : 0.36073, Avg : 0.38797 + +2023-05-25 11:08:14,971 - ice001 - [INFO] - [Epoch 74]: Training Loss: 0.0015648, Valid MRR: 0.39266, + + + +2023-05-25 11:08:15,745 - ice001 - [INFO] - [E:75| 0]: Train Loss:0.0015932, Val MRR:0.39266, ice001 +2023-05-25 11:09:56,098 - ice001 - [INFO] - [E:75| 100]: Train Loss:0.0015633, Val MRR:0.39266, ice001 +2023-05-25 11:11:36,220 - ice001 - [INFO] - [E:75| 200]: Train Loss:0.0015639, Val MRR:0.39266, ice001 +2023-05-25 11:13:06,808 - ice001 - [INFO] - [E:75| 300]: Train Loss:0.0015638, Val MRR:0.39266, ice001 +2023-05-25 11:14:46,141 - ice001 - [INFO] - [E:75| 400]: Train Loss:0.001564, Val MRR:0.39266, ice001 +2023-05-25 11:16:25,963 - ice001 - [INFO] - [E:75| 500]: Train Loss:0.0015644, Val MRR:0.39266, ice001 +2023-05-25 11:18:05,723 - ice001 - [INFO] - [E:75| 600]: Train Loss:0.0015642, Val MRR:0.39266, ice001 +2023-05-25 11:19:45,210 - ice001 - [INFO] - [E:75| 700]: Train Loss:0.0015641, Val MRR:0.39266, ice001 +2023-05-25 11:21:15,168 - ice001 - [INFO] - [E:75| 800]: Train Loss:0.001564, Val MRR:0.39266, ice001 +2023-05-25 11:22:56,154 - ice001 - [INFO] - [E:75| 900]: Train Loss:0.0015641, Val MRR:0.39266, ice001 +2023-05-25 11:24:07,090 - ice001 - [INFO] - [Epoch:75]: Training Loss:0.001564 + +2023-05-25 11:24:07,432 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 11:24:29,968 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 11:24:55,302 - ice001 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.42211, Head : 0.35966, Avg : 0.39088 + +2023-05-25 11:24:55,302 - ice001 - [INFO] - [Epoch 75]: Training Loss: 0.0015641, Valid MRR: 0.39266, + + + +2023-05-25 11:24:56,335 - ice001 - [INFO] - [E:76| 0]: Train Loss:0.0015566, Val MRR:0.39266, ice001 +2023-05-25 11:26:36,853 - ice001 - [INFO] - [E:76| 100]: Train Loss:0.0015587, Val MRR:0.39266, ice001 +2023-05-25 11:28:17,395 - ice001 - [INFO] - [E:76| 200]: Train Loss:0.0015595, Val MRR:0.39266, ice001 +2023-05-25 11:29:47,874 - ice001 - [INFO] - [E:76| 300]: Train Loss:0.0015611, Val MRR:0.39266, ice001 +2023-05-25 11:31:28,629 - ice001 - [INFO] - [E:76| 400]: Train Loss:0.0015614, Val MRR:0.39266, ice001 +2023-05-25 11:33:09,511 - ice001 - [INFO] - [E:76| 500]: Train Loss:0.001562, Val MRR:0.39266, ice001 +2023-05-25 11:34:49,795 - ice001 - [INFO] - [E:76| 600]: Train Loss:0.0015623, Val MRR:0.39266, ice001 +2023-05-25 11:36:30,520 - ice001 - [INFO] - [E:76| 700]: Train Loss:0.0015625, Val MRR:0.39266, ice001 +2023-05-25 11:38:01,187 - ice001 - [INFO] - [E:76| 800]: Train Loss:0.0015625, Val MRR:0.39266, ice001 +2023-05-25 11:39:41,151 - ice001 - [INFO] - [E:76| 900]: Train Loss:0.0015628, Val MRR:0.39266, ice001 +2023-05-25 11:40:51,928 - ice001 - [INFO] - [Epoch:76]: Training Loss:0.001563 + +2023-05-25 11:40:52,445 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 11:41:14,791 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 11:41:36,896 - ice001 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.42515, Head : 0.36535, Avg : 0.39525 + +2023-05-25 11:41:39,601 - ice001 - [INFO] - [Epoch 76]: Training Loss: 0.0015633, Valid MRR: 0.39525, + + + +2023-05-25 11:41:40,575 - ice001 - [INFO] - [E:77| 0]: Train Loss:0.0015603, Val MRR:0.39525, ice001 +2023-05-25 11:43:21,569 - ice001 - [INFO] - [E:77| 100]: Train Loss:0.0015604, Val MRR:0.39525, ice001 +2023-05-25 11:44:57,210 - ice001 - [INFO] - [E:77| 200]: Train Loss:0.00156, Val MRR:0.39525, ice001 +2023-05-25 11:46:32,691 - ice001 - [INFO] - [E:77| 300]: Train Loss:0.0015607, Val MRR:0.39525, ice001 +2023-05-25 11:48:12,480 - ice001 - [INFO] - [E:77| 400]: Train Loss:0.0015608, Val MRR:0.39525, ice001 +2023-05-25 11:49:51,763 - ice001 - [INFO] - [E:77| 500]: Train Loss:0.001561, Val MRR:0.39525, ice001 +2023-05-25 11:51:31,915 - ice001 - [INFO] - [E:77| 600]: Train Loss:0.0015616, Val MRR:0.39525, ice001 +2023-05-25 11:53:05,615 - ice001 - [INFO] - [E:77| 700]: Train Loss:0.001562, Val MRR:0.39525, ice001 +2023-05-25 11:54:43,064 - ice001 - [INFO] - [E:77| 800]: Train Loss:0.0015622, Val MRR:0.39525, ice001 +2023-05-25 11:56:23,903 - ice001 - [INFO] - [E:77| 900]: Train Loss:0.0015621, Val MRR:0.39525, ice001 +2023-05-25 11:57:34,992 - ice001 - [INFO] - [Epoch:77]: Training Loss:0.001562 + +2023-05-25 11:57:35,260 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 11:57:57,876 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 11:58:20,215 - ice001 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.4222, Head : 0.36329, Avg : 0.39275 + +2023-05-25 11:58:20,215 - ice001 - [INFO] - [Epoch 77]: Training Loss: 0.0015622, Valid MRR: 0.39525, + + + +2023-05-25 11:58:21,016 - ice001 - [INFO] - [E:78| 0]: Train Loss:0.0015597, Val MRR:0.39525, ice001 +2023-05-25 12:00:01,740 - ice001 - [INFO] - [E:78| 100]: Train Loss:0.0015587, Val MRR:0.39525, ice001 +2023-05-25 12:01:32,145 - ice001 - [INFO] - [E:78| 200]: Train Loss:0.0015598, Val MRR:0.39525, ice001 +2023-05-25 12:03:12,992 - ice001 - [INFO] - [E:78| 300]: Train Loss:0.0015606, Val MRR:0.39525, ice001 +2023-05-25 12:04:53,576 - ice001 - [INFO] - [E:78| 400]: Train Loss:0.0015612, Val MRR:0.39525, ice001 +2023-05-25 12:06:34,362 - ice001 - [INFO] - [E:78| 500]: Train Loss:0.0015615, Val MRR:0.39525, ice001 +2023-05-25 12:08:15,231 - ice001 - [INFO] - [E:78| 600]: Train Loss:0.0015606, Val MRR:0.39525, ice001 +2023-05-25 12:09:49,039 - ice001 - [INFO] - [E:78| 700]: Train Loss:0.0015607, Val MRR:0.39525, ice001 +2023-05-25 12:11:29,252 - ice001 - [INFO] - [E:78| 800]: Train Loss:0.0015611, Val MRR:0.39525, ice001 +2023-05-25 12:13:09,352 - ice001 - [INFO] - [E:78| 900]: Train Loss:0.0015614, Val MRR:0.39525, ice001 +2023-05-25 12:14:19,888 - ice001 - [INFO] - [Epoch:78]: Training Loss:0.001561 + +2023-05-25 12:14:20,257 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 12:14:42,583 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 12:15:04,617 - ice001 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.42217, Head : 0.36646, Avg : 0.39431 + +2023-05-25 12:15:04,617 - ice001 - [INFO] - [Epoch 78]: Training Loss: 0.0015615, Valid MRR: 0.39525, + + + +2023-05-25 12:15:05,681 - ice001 - [INFO] - [E:79| 0]: Train Loss:0.0015519, Val MRR:0.39525, ice001 +2023-05-25 12:16:46,120 - ice001 - [INFO] - [E:79| 100]: Train Loss:0.0015574, Val MRR:0.39525, ice001 +2023-05-25 12:18:13,666 - ice001 - [INFO] - [E:79| 200]: Train Loss:0.0015586, Val MRR:0.39525, ice001 +2023-05-25 12:19:52,789 - ice001 - [INFO] - [E:79| 300]: Train Loss:0.0015608, Val MRR:0.39525, ice001 +2023-05-25 12:21:33,251 - ice001 - [INFO] - [E:79| 400]: Train Loss:0.0015608, Val MRR:0.39525, ice001 +2023-05-25 12:23:13,437 - ice001 - [INFO] - [E:79| 500]: Train Loss:0.0015608, Val MRR:0.39525, ice001 +2023-05-25 12:24:54,262 - ice001 - [INFO] - [E:79| 600]: Train Loss:0.0015607, Val MRR:0.39525, ice001 +2023-05-25 12:26:25,040 - ice001 - [INFO] - [E:79| 700]: Train Loss:0.0015605, Val MRR:0.39525, ice001 +2023-05-25 12:28:05,999 - ice001 - [INFO] - [E:79| 800]: Train Loss:0.0015606, Val MRR:0.39525, ice001 +2023-05-25 12:29:46,770 - ice001 - [INFO] - [E:79| 900]: Train Loss:0.001561, Val MRR:0.39525, ice001 +2023-05-25 12:30:57,253 - ice001 - [INFO] - [Epoch:79]: Training Loss:0.001561 + +2023-05-25 12:30:57,769 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 12:31:20,101 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 12:31:42,118 - ice001 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.4235, Head : 0.36481, Avg : 0.39416 + MR: Tail : 754.35, Head : 870.65, Avg : 812.5 + Hit-1: Tail : 0.33803, Head : 0.28232, Avg : 0.31017 + Hit-3: Tail : 0.47069, Head : 0.4026, Avg : 0.43664 + Hit-10: Tail : 0.5832, Head : 0.52664, Avg : 0.55492 +2023-05-25 12:31:42,118 - ice001 - [INFO] - [Epoch 79]: Training Loss: 0.001561, Valid MRR: 0.39525, + + + +2023-05-25 12:31:43,177 - ice001 - [INFO] - [E:80| 0]: Train Loss:0.0015384, Val MRR:0.39525, ice001 +2023-05-25 12:33:13,927 - ice001 - [INFO] - [E:80| 100]: Train Loss:0.0015578, Val MRR:0.39525, ice001 +2023-05-25 12:34:53,245 - ice001 - [INFO] - [E:80| 200]: Train Loss:0.0015589, Val MRR:0.39525, ice001 +2023-05-25 12:36:32,690 - ice001 - [INFO] - [E:80| 300]: Train Loss:0.0015585, Val MRR:0.39525, ice001 +2023-05-25 12:38:11,752 - ice001 - [INFO] - [E:80| 400]: Train Loss:0.0015582, Val MRR:0.39525, ice001 +2023-05-25 12:39:51,201 - ice001 - [INFO] - [E:80| 500]: Train Loss:0.0015585, Val MRR:0.39525, ice001 +2023-05-25 12:41:22,467 - ice001 - [INFO] - [E:80| 600]: Train Loss:0.0015591, Val MRR:0.39525, ice001 +2023-05-25 12:43:00,743 - ice001 - [INFO] - [E:80| 700]: Train Loss:0.001559, Val MRR:0.39525, ice001 +2023-05-25 12:44:40,768 - ice001 - [INFO] - [E:80| 800]: Train Loss:0.0015591, Val MRR:0.39525, ice001 +2023-05-25 12:46:20,895 - ice001 - [INFO] - [E:80| 900]: Train Loss:0.0015596, Val MRR:0.39525, ice001 +2023-05-25 12:47:31,124 - ice001 - [INFO] - [Epoch:80]: Training Loss:0.00156 + +2023-05-25 12:47:31,517 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 12:47:53,832 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 12:48:15,869 - ice001 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.42524, Head : 0.36414, Avg : 0.39469 + +2023-05-25 12:48:15,869 - ice001 - [INFO] - [Epoch 80]: Training Loss: 0.0015598, Valid MRR: 0.39525, + + + +2023-05-25 12:48:16,890 - ice001 - [INFO] - [E:81| 0]: Train Loss:0.0015505, Val MRR:0.39525, ice001 +2023-05-25 12:49:47,437 - ice001 - [INFO] - [E:81| 100]: Train Loss:0.0015567, Val MRR:0.39525, ice001 +2023-05-25 12:51:27,827 - ice001 - [INFO] - [E:81| 200]: Train Loss:0.0015574, Val MRR:0.39525, ice001 +2023-05-25 12:53:07,975 - ice001 - [INFO] - [E:81| 300]: Train Loss:0.0015585, Val MRR:0.39525, ice001 +2023-05-25 12:54:52,605 - ice001 - [INFO] - [E:81| 400]: Train Loss:0.001559, Val MRR:0.39525, ice001 +2023-05-25 12:56:32,612 - ice001 - [INFO] - [E:81| 500]: Train Loss:0.0015589, Val MRR:0.39525, ice001 +2023-05-25 12:58:03,065 - ice001 - [INFO] - [E:81| 600]: Train Loss:0.0015593, Val MRR:0.39525, ice001 +2023-05-25 12:59:43,425 - ice001 - [INFO] - [E:81| 700]: Train Loss:0.0015592, Val MRR:0.39525, ice001 +2023-05-25 13:01:23,503 - ice001 - [INFO] - [E:81| 800]: Train Loss:0.0015593, Val MRR:0.39525, ice001 +2023-05-25 13:03:03,563 - ice001 - [INFO] - [E:81| 900]: Train Loss:0.0015594, Val MRR:0.39525, ice001 +2023-05-25 13:04:13,526 - ice001 - [INFO] - [Epoch:81]: Training Loss:0.00156 + +2023-05-25 13:04:14,009 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 13:04:36,392 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 13:04:58,427 - ice001 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.42831, Head : 0.36791, Avg : 0.39811 + +2023-05-25 13:05:01,225 - ice001 - [INFO] - [Epoch 81]: Training Loss: 0.0015596, Valid MRR: 0.39811, + + + +2023-05-25 13:05:02,064 - ice001 - [INFO] - [E:82| 0]: Train Loss:0.0015406, Val MRR:0.39811, ice001 +2023-05-25 13:06:32,726 - ice001 - [INFO] - [E:82| 100]: Train Loss:0.0015579, Val MRR:0.39811, ice001 +2023-05-25 13:08:13,018 - ice001 - [INFO] - [E:82| 200]: Train Loss:0.0015566, Val MRR:0.39811, ice001 +2023-05-25 13:09:53,333 - ice001 - [INFO] - [E:82| 300]: Train Loss:0.0015573, Val MRR:0.39811, ice001 +2023-05-25 13:11:33,401 - ice001 - [INFO] - [E:82| 400]: Train Loss:0.0015576, Val MRR:0.39811, ice001 +2023-05-25 13:13:13,973 - ice001 - [INFO] - [E:82| 500]: Train Loss:0.0015584, Val MRR:0.39811, ice001 +2023-05-25 13:14:44,866 - ice001 - [INFO] - [E:82| 600]: Train Loss:0.0015588, Val MRR:0.39811, ice001 +2023-05-25 13:16:25,334 - ice001 - [INFO] - [E:82| 700]: Train Loss:0.001559, Val MRR:0.39811, ice001 +2023-05-25 13:18:05,530 - ice001 - [INFO] - [E:82| 800]: Train Loss:0.0015589, Val MRR:0.39811, ice001 +2023-05-25 13:19:46,024 - ice001 - [INFO] - [E:82| 900]: Train Loss:0.0015588, Val MRR:0.39811, ice001 +2023-05-25 13:20:56,504 - ice001 - [INFO] - [Epoch:82]: Training Loss:0.001559 + +2023-05-25 13:20:57,021 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 13:21:17,589 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 13:21:31,208 - ice001 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.41949, Head : 0.36344, Avg : 0.39146 + +2023-05-25 13:21:31,208 - ice001 - [INFO] - [Epoch 82]: Training Loss: 0.0015591, Valid MRR: 0.39811, + + + +2023-05-25 13:21:31,854 - ice001 - [INFO] - [E:83| 0]: Train Loss:0.0015543, Val MRR:0.39811, ice001 +2023-05-25 13:23:10,788 - ice001 - [INFO] - [E:83| 100]: Train Loss:0.0015585, Val MRR:0.39811, ice001 +2023-05-25 13:24:49,952 - ice001 - [INFO] - [E:83| 200]: Train Loss:0.0015567, Val MRR:0.39811, ice001 +2023-05-25 13:26:29,139 - ice001 - [INFO] - [E:83| 300]: Train Loss:0.0015575, Val MRR:0.39811, ice001 +2023-05-25 13:28:08,689 - ice001 - [INFO] - [E:83| 400]: Train Loss:0.0015578, Val MRR:0.39811, ice001 +2023-05-25 13:29:40,786 - ice001 - [INFO] - [E:83| 500]: Train Loss:0.0015578, Val MRR:0.39811, ice001 +2023-05-25 13:31:17,539 - ice001 - [INFO] - [E:83| 600]: Train Loss:0.0015581, Val MRR:0.39811, ice001 +2023-05-25 13:32:57,791 - ice001 - [INFO] - [E:83| 700]: Train Loss:0.0015584, Val MRR:0.39811, ice001 +2023-05-25 13:34:38,120 - ice001 - [INFO] - [E:83| 800]: Train Loss:0.0015583, Val MRR:0.39811, ice001 +2023-05-25 13:36:18,194 - ice001 - [INFO] - [E:83| 900]: Train Loss:0.0015582, Val MRR:0.39811, ice001 +2023-05-25 13:37:28,929 - ice001 - [INFO] - [Epoch:83]: Training Loss:0.001558 + +2023-05-25 13:37:29,162 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 13:37:42,976 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 13:38:03,904 - ice001 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.42659, Head : 0.3695, Avg : 0.39804 + +2023-05-25 13:38:03,904 - ice001 - [INFO] - [Epoch 83]: Training Loss: 0.0015583, Valid MRR: 0.39811, + + + +2023-05-25 13:38:05,339 - ice001 - [INFO] - [E:84| 0]: Train Loss:0.0015509, Val MRR:0.39811, ice001 +2023-05-25 13:39:48,441 - ice001 - [INFO] - [E:84| 100]: Train Loss:0.001556, Val MRR:0.39811, ice001 +2023-05-25 13:41:28,487 - ice001 - [INFO] - [E:84| 200]: Train Loss:0.0015565, Val MRR:0.39811, ice001 +2023-05-25 13:43:08,577 - ice001 - [INFO] - [E:84| 300]: Train Loss:0.0015567, Val MRR:0.39811, ice001 +2023-05-25 13:44:48,717 - ice001 - [INFO] - [E:84| 400]: Train Loss:0.0015566, Val MRR:0.39811, ice001 +2023-05-25 13:46:18,951 - ice001 - [INFO] - [E:84| 500]: Train Loss:0.0015569, Val MRR:0.39811, ice001 +2023-05-25 13:47:59,447 - ice001 - [INFO] - [E:84| 600]: Train Loss:0.0015571, Val MRR:0.39811, ice001 +2023-05-25 13:49:39,991 - ice001 - [INFO] - [E:84| 700]: Train Loss:0.0015573, Val MRR:0.39811, ice001 +2023-05-25 13:51:20,647 - ice001 - [INFO] - [E:84| 800]: Train Loss:0.0015569, Val MRR:0.39811, ice001 +2023-05-25 13:53:01,260 - ice001 - [INFO] - [E:84| 900]: Train Loss:0.0015571, Val MRR:0.39811, ice001 +2023-05-25 13:54:02,034 - ice001 - [INFO] - [Epoch:84]: Training Loss:0.001557 + +2023-05-25 13:54:02,550 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 13:54:24,942 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 13:54:46,947 - ice001 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.42219, Head : 0.36486, Avg : 0.39353 + +2023-05-25 13:54:46,947 - ice001 - [INFO] - [Epoch 84]: Training Loss: 0.0015573, Valid MRR: 0.39811, + + + +2023-05-25 13:54:47,805 - ice001 - [INFO] - [E:85| 0]: Train Loss:0.0015472, Val MRR:0.39811, ice001 +2023-05-25 13:56:28,424 - ice001 - [INFO] - [E:85| 100]: Train Loss:0.0015571, Val MRR:0.39811, ice001 +2023-05-25 13:58:09,144 - ice001 - [INFO] - [E:85| 200]: Train Loss:0.0015561, Val MRR:0.39811, ice001 +2023-05-25 13:59:49,637 - ice001 - [INFO] - [E:85| 300]: Train Loss:0.0015557, Val MRR:0.39811, ice001 +2023-05-25 14:01:30,058 - ice001 - [INFO] - [E:85| 400]: Train Loss:0.0015555, Val MRR:0.39811, ice001 +2023-05-25 14:03:01,442 - ice001 - [INFO] - [E:85| 500]: Train Loss:0.001556, Val MRR:0.39811, ice001 +2023-05-25 14:04:42,008 - ice001 - [INFO] - [E:85| 600]: Train Loss:0.0015564, Val MRR:0.39811, ice001 +2023-05-25 14:06:21,847 - ice001 - [INFO] - [E:85| 700]: Train Loss:0.0015567, Val MRR:0.39811, ice001 +2023-05-25 14:08:01,465 - ice001 - [INFO] - [E:85| 800]: Train Loss:0.0015567, Val MRR:0.39811, ice001 +2023-05-25 14:09:37,617 - ice001 - [INFO] - [E:85| 900]: Train Loss:0.0015566, Val MRR:0.39811, ice001 +2023-05-25 14:10:42,026 - ice001 - [INFO] - [Epoch:85]: Training Loss:0.001557 + +2023-05-25 14:10:42,369 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 14:11:04,910 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 14:11:27,031 - ice001 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.42982, Head : 0.37113, Avg : 0.40048 + +2023-05-25 14:11:30,723 - ice001 - [INFO] - [Epoch 85]: Training Loss: 0.0015567, Valid MRR: 0.40048, + + + +2023-05-25 14:11:31,756 - ice001 - [INFO] - [E:86| 0]: Train Loss:0.0015667, Val MRR:0.40048, ice001 +2023-05-25 14:13:11,314 - ice001 - [INFO] - [E:86| 100]: Train Loss:0.001556, Val MRR:0.40048, ice001 +2023-05-25 14:14:50,673 - ice001 - [INFO] - [E:86| 200]: Train Loss:0.0015546, Val MRR:0.40048, ice001 +2023-05-25 14:16:29,661 - ice001 - [INFO] - [E:86| 300]: Train Loss:0.0015553, Val MRR:0.40048, ice001 +2023-05-25 14:17:59,449 - ice001 - [INFO] - [E:86| 400]: Train Loss:0.0015554, Val MRR:0.40048, ice001 +2023-05-25 14:19:39,292 - ice001 - [INFO] - [E:86| 500]: Train Loss:0.0015559, Val MRR:0.40048, ice001 +2023-05-25 14:21:19,145 - ice001 - [INFO] - [E:86| 600]: Train Loss:0.0015558, Val MRR:0.40048, ice001 +2023-05-25 14:23:02,545 - ice001 - [INFO] - [E:86| 700]: Train Loss:0.001556, Val MRR:0.40048, ice001 +2023-05-25 14:24:43,083 - ice001 - [INFO] - [E:86| 800]: Train Loss:0.001556, Val MRR:0.40048, ice001 +2023-05-25 14:26:12,585 - ice001 - [INFO] - [E:86| 900]: Train Loss:0.0015561, Val MRR:0.40048, ice001 +2023-05-25 14:27:22,570 - ice001 - [INFO] - [Epoch:86]: Training Loss:0.001556 + +2023-05-25 14:27:22,920 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 14:27:45,433 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 14:28:07,448 - ice001 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.42753, Head : 0.37217, Avg : 0.39985 + +2023-05-25 14:28:07,449 - ice001 - [INFO] - [Epoch 86]: Training Loss: 0.0015561, Valid MRR: 0.40048, + + + +2023-05-25 14:28:08,481 - ice001 - [INFO] - [E:87| 0]: Train Loss:0.0015478, Val MRR:0.40048, ice001 +2023-05-25 14:29:48,728 - ice001 - [INFO] - [E:87| 100]: Train Loss:0.001554, Val MRR:0.40048, ice001 +2023-05-25 14:31:29,084 - ice001 - [INFO] - [E:87| 200]: Train Loss:0.0015544, Val MRR:0.40048, ice001 +2023-05-25 14:33:08,378 - ice001 - [INFO] - [E:87| 300]: Train Loss:0.0015545, Val MRR:0.40048, ice001 +2023-05-25 14:34:38,322 - ice001 - [INFO] - [E:87| 400]: Train Loss:0.0015541, Val MRR:0.40048, ice001 +2023-05-25 14:36:18,907 - ice001 - [INFO] - [E:87| 500]: Train Loss:0.0015545, Val MRR:0.40048, ice001 +2023-05-25 14:37:59,356 - ice001 - [INFO] - [E:87| 600]: Train Loss:0.001555, Val MRR:0.40048, ice001 +2023-05-25 14:39:39,840 - ice001 - [INFO] - [E:87| 700]: Train Loss:0.0015552, Val MRR:0.40048, ice001 +2023-05-25 14:41:20,342 - ice001 - [INFO] - [E:87| 800]: Train Loss:0.0015553, Val MRR:0.40048, ice001 +2023-05-25 14:42:51,027 - ice001 - [INFO] - [E:87| 900]: Train Loss:0.0015554, Val MRR:0.40048, ice001 +2023-05-25 14:44:01,263 - ice001 - [INFO] - [Epoch:87]: Training Loss:0.001556 + +2023-05-25 14:44:01,531 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 14:44:23,882 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 14:44:46,022 - ice001 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.42333, Head : 0.36538, Avg : 0.39436 + +2023-05-25 14:44:46,022 - ice001 - [INFO] - [Epoch 87]: Training Loss: 0.0015555, Valid MRR: 0.40048, + + + +2023-05-25 14:44:47,204 - ice001 - [INFO] - [E:88| 0]: Train Loss:0.0015826, Val MRR:0.40048, ice001 +2023-05-25 14:46:26,515 - ice001 - [INFO] - [E:88| 100]: Train Loss:0.0015553, Val MRR:0.40048, ice001 +2023-05-25 14:48:05,926 - ice001 - [INFO] - [E:88| 200]: Train Loss:0.0015543, Val MRR:0.40048, ice001 +2023-05-25 14:49:45,109 - ice001 - [INFO] - [E:88| 300]: Train Loss:0.0015539, Val MRR:0.40048, ice001 +2023-05-25 14:51:15,417 - ice001 - [INFO] - [E:88| 400]: Train Loss:0.0015534, Val MRR:0.40048, ice001 +2023-05-25 14:52:54,674 - ice001 - [INFO] - [E:88| 500]: Train Loss:0.0015534, Val MRR:0.40048, ice001 +2023-05-25 14:54:34,561 - ice001 - [INFO] - [E:88| 600]: Train Loss:0.0015537, Val MRR:0.40048, ice001 +2023-05-25 14:56:14,450 - ice001 - [INFO] - [E:88| 700]: Train Loss:0.001554, Val MRR:0.40048, ice001 +2023-05-25 14:57:52,571 - ice001 - [INFO] - [E:88| 800]: Train Loss:0.0015542, Val MRR:0.40048, ice001 +2023-05-25 14:59:24,961 - ice001 - [INFO] - [E:88| 900]: Train Loss:0.0015546, Val MRR:0.40048, ice001 +2023-05-25 15:00:34,468 - ice001 - [INFO] - [Epoch:88]: Training Loss:0.001555 + +2023-05-25 15:00:34,816 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 15:00:57,260 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 15:01:19,385 - ice001 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.42873, Head : 0.36775, Avg : 0.39824 + +2023-05-25 15:01:19,385 - ice001 - [INFO] - [Epoch 88]: Training Loss: 0.0015548, Valid MRR: 0.40048, + + + +2023-05-25 15:01:20,406 - ice001 - [INFO] - [E:89| 0]: Train Loss:0.0015365, Val MRR:0.40048, ice001 +2023-05-25 15:02:59,857 - ice001 - [INFO] - [E:89| 100]: Train Loss:0.0015526, Val MRR:0.40048, ice001 +2023-05-25 15:04:39,089 - ice001 - [INFO] - [E:89| 200]: Train Loss:0.0015538, Val MRR:0.40048, ice001 +2023-05-25 15:06:10,497 - ice001 - [INFO] - [E:89| 300]: Train Loss:0.0015533, Val MRR:0.40048, ice001 +2023-05-25 15:07:50,879 - ice001 - [INFO] - [E:89| 400]: Train Loss:0.0015532, Val MRR:0.40048, ice001 +2023-05-25 15:09:30,966 - ice001 - [INFO] - [E:89| 500]: Train Loss:0.0015535, Val MRR:0.40048, ice001 +2023-05-25 15:11:10,930 - ice001 - [INFO] - [E:89| 600]: Train Loss:0.0015535, Val MRR:0.40048, ice001 +2023-05-25 15:12:51,024 - ice001 - [INFO] - [E:89| 700]: Train Loss:0.0015539, Val MRR:0.40048, ice001 +2023-05-25 15:14:22,003 - ice001 - [INFO] - [E:89| 800]: Train Loss:0.0015541, Val MRR:0.40048, ice001 +2023-05-25 15:16:00,461 - ice001 - [INFO] - [E:89| 900]: Train Loss:0.0015541, Val MRR:0.40048, ice001 +2023-05-25 15:17:10,498 - ice001 - [INFO] - [Epoch:89]: Training Loss:0.001554 + +2023-05-25 15:17:10,960 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 15:17:33,465 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 15:17:55,560 - ice001 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.42331, Head : 0.36222, Avg : 0.39276 + MR: Tail : 727.11, Head : 845.34, Avg : 786.22 + Hit-1: Tail : 0.33766, Head : 0.27685, Avg : 0.30726 + Hit-3: Tail : 0.46862, Head : 0.40454, Avg : 0.43658 + Hit-10: Tail : 0.58029, Head : 0.52373, Avg : 0.55201 +2023-05-25 15:17:55,560 - ice001 - [INFO] - [Epoch 89]: Training Loss: 0.0015543, Valid MRR: 0.40048, + + + +2023-05-25 15:17:56,335 - ice001 - [INFO] - [E:90| 0]: Train Loss:0.0015443, Val MRR:0.40048, ice001 +2023-05-25 15:19:36,296 - ice001 - [INFO] - [E:90| 100]: Train Loss:0.0015555, Val MRR:0.40048, ice001 +2023-05-25 15:21:15,784 - ice001 - [INFO] - [E:90| 200]: Train Loss:0.0015552, Val MRR:0.40048, ice001 +2023-05-25 15:22:45,997 - ice001 - [INFO] - [E:90| 300]: Train Loss:0.0015552, Val MRR:0.40048, ice001 +2023-05-25 15:24:26,381 - ice001 - [INFO] - [E:90| 400]: Train Loss:0.0015546, Val MRR:0.40048, ice001 +2023-05-25 15:26:06,939 - ice001 - [INFO] - [E:90| 500]: Train Loss:0.0015543, Val MRR:0.40048, ice001 +2023-05-25 15:27:47,720 - ice001 - [INFO] - [E:90| 600]: Train Loss:0.0015542, Val MRR:0.40048, ice001 +2023-05-25 15:29:28,421 - ice001 - [INFO] - [E:90| 700]: Train Loss:0.0015539, Val MRR:0.40048, ice001 +2023-05-25 15:30:58,575 - ice001 - [INFO] - [E:90| 800]: Train Loss:0.0015536, Val MRR:0.40048, ice001 +2023-05-25 15:32:37,942 - ice001 - [INFO] - [E:90| 900]: Train Loss:0.0015536, Val MRR:0.40048, ice001 +2023-05-25 15:33:47,455 - ice001 - [INFO] - [Epoch:90]: Training Loss:0.001554 + +2023-05-25 15:33:47,852 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 15:34:10,244 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 15:34:32,435 - ice001 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.4257, Head : 0.36665, Avg : 0.39617 + +2023-05-25 15:34:32,435 - ice001 - [INFO] - [Epoch 90]: Training Loss: 0.0015537, Valid MRR: 0.40048, + + + +2023-05-25 15:34:33,470 - ice001 - [INFO] - [E:91| 0]: Train Loss:0.0015447, Val MRR:0.40048, ice001 +2023-05-25 15:36:13,592 - ice001 - [INFO] - [E:91| 100]: Train Loss:0.0015506, Val MRR:0.40048, ice001 +2023-05-25 15:37:53,887 - ice001 - [INFO] - [E:91| 200]: Train Loss:0.001551, Val MRR:0.40048, ice001 +2023-05-25 15:39:24,248 - ice001 - [INFO] - [E:91| 300]: Train Loss:0.0015514, Val MRR:0.40048, ice001 +2023-05-25 15:41:03,989 - ice001 - [INFO] - [E:91| 400]: Train Loss:0.0015516, Val MRR:0.40048, ice001 +2023-05-25 15:42:43,566 - ice001 - [INFO] - [E:91| 500]: Train Loss:0.0015519, Val MRR:0.40048, ice001 +2023-05-25 15:44:23,219 - ice001 - [INFO] - [E:91| 600]: Train Loss:0.0015524, Val MRR:0.40048, ice001 +2023-05-25 15:46:02,668 - ice001 - [INFO] - [E:91| 700]: Train Loss:0.0015527, Val MRR:0.40048, ice001 +2023-05-25 15:47:32,962 - ice001 - [INFO] - [E:91| 800]: Train Loss:0.001553, Val MRR:0.40048, ice001 +2023-05-25 15:49:12,853 - ice001 - [INFO] - [E:91| 900]: Train Loss:0.0015531, Val MRR:0.40048, ice001 +2023-05-25 15:50:23,477 - ice001 - [INFO] - [Epoch:91]: Training Loss:0.001553 + +2023-05-25 15:50:23,741 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 15:50:46,136 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 15:51:08,314 - ice001 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.42727, Head : 0.36864, Avg : 0.39796 + +2023-05-25 15:51:08,314 - ice001 - [INFO] - [Epoch 91]: Training Loss: 0.0015532, Valid MRR: 0.40048, + + + +2023-05-25 15:51:09,433 - ice001 - [INFO] - [E:92| 0]: Train Loss:0.0015384, Val MRR:0.40048, ice001 +2023-05-25 15:52:51,045 - ice001 - [INFO] - [E:92| 100]: Train Loss:0.0015471, Val MRR:0.40048, ice001 +2023-05-25 15:54:28,366 - ice001 - [INFO] - [E:92| 200]: Train Loss:0.0015505, Val MRR:0.40048, ice001 +2023-05-25 15:56:00,747 - ice001 - [INFO] - [E:92| 300]: Train Loss:0.0015516, Val MRR:0.40048, ice001 +2023-05-25 15:57:39,760 - ice001 - [INFO] - [E:92| 400]: Train Loss:0.0015518, Val MRR:0.40048, ice001 +2023-05-25 15:59:19,199 - ice001 - [INFO] - [E:92| 500]: Train Loss:0.0015517, Val MRR:0.40048, ice001 +2023-05-25 16:00:58,377 - ice001 - [INFO] - [E:92| 600]: Train Loss:0.0015519, Val MRR:0.40048, ice001 +2023-05-25 16:02:36,845 - ice001 - [INFO] - [E:92| 700]: Train Loss:0.0015519, Val MRR:0.40048, ice001 +2023-05-25 16:04:08,131 - ice001 - [INFO] - [E:92| 800]: Train Loss:0.001552, Val MRR:0.40048, ice001 +2023-05-25 16:05:48,401 - ice001 - [INFO] - [E:92| 900]: Train Loss:0.001552, Val MRR:0.40048, ice001 +2023-05-25 16:06:58,193 - ice001 - [INFO] - [Epoch:92]: Training Loss:0.001552 + +2023-05-25 16:06:58,714 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 16:07:21,041 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 16:07:43,066 - ice001 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.42627, Head : 0.36887, Avg : 0.39757 + +2023-05-25 16:07:43,066 - ice001 - [INFO] - [Epoch 92]: Training Loss: 0.0015525, Valid MRR: 0.40048, + + + +2023-05-25 16:07:44,129 - ice001 - [INFO] - [E:93| 0]: Train Loss:0.0015613, Val MRR:0.40048, ice001 +2023-05-25 16:09:24,654 - ice001 - [INFO] - [E:93| 100]: Train Loss:0.00155, Val MRR:0.40048, ice001 +2023-05-25 16:10:55,467 - ice001 - [INFO] - [E:93| 200]: Train Loss:0.00155, Val MRR:0.40048, ice001 +2023-05-25 16:12:36,312 - ice001 - [INFO] - [E:93| 300]: Train Loss:0.00155, Val MRR:0.40048, ice001 +2023-05-25 16:14:17,117 - ice001 - [INFO] - [E:93| 400]: Train Loss:0.0015507, Val MRR:0.40048, ice001 +2023-05-25 16:15:57,833 - ice001 - [INFO] - [E:93| 500]: Train Loss:0.0015514, Val MRR:0.40048, ice001 +2023-05-25 16:17:38,514 - ice001 - [INFO] - [E:93| 600]: Train Loss:0.0015518, Val MRR:0.40048, ice001 +2023-05-25 16:19:08,978 - ice001 - [INFO] - [E:93| 700]: Train Loss:0.0015518, Val MRR:0.40048, ice001 +2023-05-25 16:20:48,300 - ice001 - [INFO] - [E:93| 800]: Train Loss:0.0015519, Val MRR:0.40048, ice001 +2023-05-25 16:22:27,490 - ice001 - [INFO] - [E:93| 900]: Train Loss:0.0015521, Val MRR:0.40048, ice001 +2023-05-25 16:23:37,017 - ice001 - [INFO] - [Epoch:93]: Training Loss:0.001552 + +2023-05-25 16:23:37,534 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 16:23:59,870 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 16:24:21,911 - ice001 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.42938, Head : 0.36974, Avg : 0.39956 + +2023-05-25 16:24:21,911 - ice001 - [INFO] - [Epoch 93]: Training Loss: 0.001552, Valid MRR: 0.40048, + + + +2023-05-25 16:24:22,925 - ice001 - [INFO] - [E:94| 0]: Train Loss:0.001586, Val MRR:0.40048, ice001 +2023-05-25 16:26:01,959 - ice001 - [INFO] - [E:94| 100]: Train Loss:0.0015537, Val MRR:0.40048, ice001 +2023-05-25 16:27:31,916 - ice001 - [INFO] - [E:94| 200]: Train Loss:0.0015521, Val MRR:0.40048, ice001 +2023-05-25 16:29:11,837 - ice001 - [INFO] - [E:94| 300]: Train Loss:0.0015516, Val MRR:0.40048, ice001 +2023-05-25 16:30:51,140 - ice001 - [INFO] - [E:94| 400]: Train Loss:0.0015513, Val MRR:0.40048, ice001 +2023-05-25 16:32:31,353 - ice001 - [INFO] - [E:94| 500]: Train Loss:0.0015508, Val MRR:0.40048, ice001 +2023-05-25 16:34:11,577 - ice001 - [INFO] - [E:94| 600]: Train Loss:0.0015508, Val MRR:0.40048, ice001 +2023-05-25 16:35:42,328 - ice001 - [INFO] - [E:94| 700]: Train Loss:0.0015512, Val MRR:0.40048, ice001 +2023-05-25 16:37:25,591 - ice001 - [INFO] - [E:94| 800]: Train Loss:0.0015514, Val MRR:0.40048, ice001 +2023-05-25 16:39:06,008 - ice001 - [INFO] - [E:94| 900]: Train Loss:0.0015517, Val MRR:0.40048, ice001 +2023-05-25 16:40:16,523 - ice001 - [INFO] - [Epoch:94]: Training Loss:0.001552 + +2023-05-25 16:40:16,786 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 16:40:39,215 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 16:41:01,385 - ice001 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.42655, Head : 0.36993, Avg : 0.39824 + +2023-05-25 16:41:01,385 - ice001 - [INFO] - [Epoch 94]: Training Loss: 0.0015518, Valid MRR: 0.40048, + + + +2023-05-25 16:41:02,569 - ice001 - [INFO] - [E:95| 0]: Train Loss:0.0015644, Val MRR:0.40048, ice001 +2023-05-25 16:42:42,902 - ice001 - [INFO] - [E:95| 100]: Train Loss:0.0015494, Val MRR:0.40048, ice001 +2023-05-25 16:44:13,079 - ice001 - [INFO] - [E:95| 200]: Train Loss:0.0015511, Val MRR:0.40048, ice001 +2023-05-25 16:45:52,980 - ice001 - [INFO] - [E:95| 300]: Train Loss:0.0015507, Val MRR:0.40048, ice001 +2023-05-25 16:47:32,570 - ice001 - [INFO] - [E:95| 400]: Train Loss:0.0015504, Val MRR:0.40048, ice001 +2023-05-25 16:49:12,753 - ice001 - [INFO] - [E:95| 500]: Train Loss:0.0015502, Val MRR:0.40048, ice001 +2023-05-25 16:50:52,673 - ice001 - [INFO] - [E:95| 600]: Train Loss:0.0015504, Val MRR:0.40048, ice001 +2023-05-25 16:52:23,845 - ice001 - [INFO] - [E:95| 700]: Train Loss:0.0015505, Val MRR:0.40048, ice001 +2023-05-25 16:54:04,698 - ice001 - [INFO] - [E:95| 800]: Train Loss:0.0015509, Val MRR:0.40048, ice001 +2023-05-25 16:55:45,499 - ice001 - [INFO] - [E:95| 900]: Train Loss:0.0015508, Val MRR:0.40048, ice001 +2023-05-25 16:56:56,553 - ice001 - [INFO] - [Epoch:95]: Training Loss:0.001551 + +2023-05-25 16:56:56,945 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 16:57:19,159 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 16:57:41,136 - ice001 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.42704, Head : 0.36876, Avg : 0.3979 + +2023-05-25 16:57:41,136 - ice001 - [INFO] - [Epoch 95]: Training Loss: 0.001551, Valid MRR: 0.40048, + + + +2023-05-25 16:57:42,209 - ice001 - [INFO] - [E:96| 0]: Train Loss:0.0015523, Val MRR:0.40048, ice001 +2023-05-25 16:59:13,400 - ice001 - [INFO] - [E:96| 100]: Train Loss:0.0015489, Val MRR:0.40048, ice001 +2023-05-25 17:00:53,756 - ice001 - [INFO] - [E:96| 200]: Train Loss:0.0015491, Val MRR:0.40048, ice001 +2023-05-25 17:02:34,598 - ice001 - [INFO] - [E:96| 300]: Train Loss:0.0015489, Val MRR:0.40048, ice001 +2023-05-25 17:04:14,940 - ice001 - [INFO] - [E:96| 400]: Train Loss:0.0015491, Val MRR:0.40048, ice001 +2023-05-25 17:05:55,041 - ice001 - [INFO] - [E:96| 500]: Train Loss:0.0015495, Val MRR:0.40048, ice001 +2023-05-25 17:07:25,569 - ice001 - [INFO] - [E:96| 600]: Train Loss:0.0015494, Val MRR:0.40048, ice001 +2023-05-25 17:09:05,745 - ice001 - [INFO] - [E:96| 700]: Train Loss:0.0015495, Val MRR:0.40048, ice001 +2023-05-25 17:10:45,801 - ice001 - [INFO] - [E:96| 800]: Train Loss:0.0015497, Val MRR:0.40048, ice001 +2023-05-25 17:12:26,678 - ice001 - [INFO] - [E:96| 900]: Train Loss:0.0015501, Val MRR:0.40048, ice001 +2023-05-25 17:13:37,527 - ice001 - [INFO] - [Epoch:96]: Training Loss:0.00155 + +2023-05-25 17:13:37,870 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 17:14:00,419 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 17:14:22,536 - ice001 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.42558, Head : 0.3658, Avg : 0.39569 + +2023-05-25 17:14:22,536 - ice001 - [INFO] - [Epoch 96]: Training Loss: 0.0015503, Valid MRR: 0.40048, + + + +2023-05-25 17:14:23,556 - ice001 - [INFO] - [E:97| 0]: Train Loss:0.0015418, Val MRR:0.40048, ice001 +2023-05-25 17:15:53,629 - ice001 - [INFO] - [E:97| 100]: Train Loss:0.0015493, Val MRR:0.40048, ice001 +2023-05-25 17:17:34,394 - ice001 - [INFO] - [E:97| 200]: Train Loss:0.0015488, Val MRR:0.40048, ice001 +2023-05-25 17:19:15,255 - ice001 - [INFO] - [E:97| 300]: Train Loss:0.0015495, Val MRR:0.40048, ice001 +2023-05-25 17:20:59,848 - ice001 - [INFO] - [E:97| 400]: Train Loss:0.0015492, Val MRR:0.40048, ice001 +2023-05-25 17:22:40,964 - ice001 - [INFO] - [E:97| 500]: Train Loss:0.0015495, Val MRR:0.40048, ice001 +2023-05-25 17:24:11,363 - ice001 - [INFO] - [E:97| 600]: Train Loss:0.0015493, Val MRR:0.40048, ice001 +2023-05-25 17:25:51,731 - ice001 - [INFO] - [E:97| 700]: Train Loss:0.0015492, Val MRR:0.40048, ice001 +2023-05-25 17:27:31,741 - ice001 - [INFO] - [E:97| 800]: Train Loss:0.0015495, Val MRR:0.40048, ice001 +2023-05-25 17:29:11,669 - ice001 - [INFO] - [E:97| 900]: Train Loss:0.0015498, Val MRR:0.40048, ice001 +2023-05-25 17:30:22,403 - ice001 - [INFO] - [Epoch:97]: Training Loss:0.00155 + +2023-05-25 17:30:22,787 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 17:30:45,169 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 17:31:01,644 - ice001 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.42535, Head : 0.36831, Avg : 0.39683 + +2023-05-25 17:31:01,644 - ice001 - [INFO] - [Epoch 97]: Training Loss: 0.0015498, Valid MRR: 0.40048, + + + +2023-05-25 17:31:02,291 - ice001 - [INFO] - [E:98| 0]: Train Loss:0.0015511, Val MRR:0.40048, ice001 +2023-05-25 17:32:38,373 - ice001 - [INFO] - [E:98| 100]: Train Loss:0.0015489, Val MRR:0.40048, ice001 +2023-05-25 17:34:18,573 - ice001 - [INFO] - [E:98| 200]: Train Loss:0.0015497, Val MRR:0.40048, ice001 +2023-05-25 17:35:59,147 - ice001 - [INFO] - [E:98| 300]: Train Loss:0.0015496, Val MRR:0.40048, ice001 +2023-05-25 17:37:39,805 - ice001 - [INFO] - [E:98| 400]: Train Loss:0.0015492, Val MRR:0.40048, ice001 +2023-05-25 17:39:10,509 - ice001 - [INFO] - [E:98| 500]: Train Loss:0.001549, Val MRR:0.40048, ice001 +2023-05-25 17:40:50,819 - ice001 - [INFO] - [E:98| 600]: Train Loss:0.0015491, Val MRR:0.40048, ice001 +2023-05-25 17:42:31,133 - ice001 - [INFO] - [E:98| 700]: Train Loss:0.0015492, Val MRR:0.40048, ice001 +2023-05-25 17:44:11,592 - ice001 - [INFO] - [E:98| 800]: Train Loss:0.0015491, Val MRR:0.40048, ice001 +2023-05-25 17:45:51,739 - ice001 - [INFO] - [E:98| 900]: Train Loss:0.0015495, Val MRR:0.40048, ice001 +2023-05-25 17:47:10,329 - ice001 - [INFO] - [Epoch:98]: Training Loss:0.00155 + +2023-05-25 17:47:10,836 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 17:47:43,172 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 17:48:14,970 - ice001 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.42806, Head : 0.36807, Avg : 0.39807 + +2023-05-25 17:48:14,971 - ice001 - [INFO] - [Epoch 98]: Training Loss: 0.0015495, Valid MRR: 0.40048, + + + +2023-05-25 17:48:16,385 - ice001 - [INFO] - [E:99| 0]: Train Loss:0.0015573, Val MRR:0.40048, ice001 +2023-05-25 17:50:36,910 - ice001 - [INFO] - [E:99| 100]: Train Loss:0.0015465, Val MRR:0.40048, ice001 +2023-05-25 17:52:57,364 - ice001 - [INFO] - [E:99| 200]: Train Loss:0.0015479, Val MRR:0.40048, ice001 +2023-05-25 17:55:17,749 - ice001 - [INFO] - [E:99| 300]: Train Loss:0.0015484, Val MRR:0.40048, ice001 +2023-05-25 17:56:53,279 - ice001 - [INFO] - [E:99| 400]: Train Loss:0.0015488, Val MRR:0.40048, ice001 +2023-05-25 17:57:56,801 - ice001 - [INFO] - [E:99| 500]: Train Loss:0.0015487, Val MRR:0.40048, ice001 +2023-05-25 17:59:00,253 - ice001 - [INFO] - [E:99| 600]: Train Loss:0.0015486, Val MRR:0.40048, ice001 +2023-05-25 18:00:03,883 - ice001 - [INFO] - [E:99| 700]: Train Loss:0.0015485, Val MRR:0.40048, ice001 +2023-05-25 18:01:07,726 - ice001 - [INFO] - [E:99| 800]: Train Loss:0.0015485, Val MRR:0.40048, ice001 +2023-05-25 18:02:11,564 - ice001 - [INFO] - [E:99| 900]: Train Loss:0.0015489, Val MRR:0.40048, ice001 +2023-05-25 18:02:56,576 - ice001 - [INFO] - [Epoch:99]: Training Loss:0.001549 + +2023-05-25 18:02:56,793 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 18:03:10,620 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 18:03:24,268 - ice001 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.42951, Head : 0.36974, Avg : 0.39962 + MR: Tail : 715.74, Head : 837.85, Avg : 776.8 + Hit-1: Tail : 0.34397, Head : 0.28693, Avg : 0.31545 + Hit-3: Tail : 0.47494, Head : 0.40757, Avg : 0.44126 + Hit-10: Tail : 0.58745, Head : 0.53271, Avg : 0.56008 +2023-05-25 18:03:24,268 - ice001 - [INFO] - [Epoch 99]: Training Loss: 0.0015489, Valid MRR: 0.40048, + + + +2023-05-25 18:03:24,928 - ice001 - [INFO] - [E:100| 0]: Train Loss:0.0015339, Val MRR:0.40048, ice001 +2023-05-25 18:04:28,960 - ice001 - [INFO] - [E:100| 100]: Train Loss:0.0015495, Val MRR:0.40048, ice001 +2023-05-25 18:05:33,048 - ice001 - [INFO] - [E:100| 200]: Train Loss:0.0015481, Val MRR:0.40048, ice001 +2023-05-25 18:06:37,140 - ice001 - [INFO] - [E:100| 300]: Train Loss:0.0015475, Val MRR:0.40048, ice001 +2023-05-25 18:07:41,209 - ice001 - [INFO] - [E:100| 400]: Train Loss:0.0015474, Val MRR:0.40048, ice001 +2023-05-25 18:08:45,328 - ice001 - [INFO] - [E:100| 500]: Train Loss:0.0015477, Val MRR:0.40048, ice001 +2023-05-25 18:09:49,412 - ice001 - [INFO] - [E:100| 600]: Train Loss:0.0015475, Val MRR:0.40048, ice001 +2023-05-25 18:10:53,531 - ice001 - [INFO] - [E:100| 700]: Train Loss:0.0015475, Val MRR:0.40048, ice001 +2023-05-25 18:11:57,569 - ice001 - [INFO] - [E:100| 800]: Train Loss:0.0015479, Val MRR:0.40048, ice001 +2023-05-25 18:13:01,697 - ice001 - [INFO] - [E:100| 900]: Train Loss:0.001548, Val MRR:0.40048, ice001 +2023-05-25 18:13:46,761 - ice001 - [INFO] - [Epoch:100]: Training Loss:0.001548 + +2023-05-25 18:13:46,978 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 18:14:00,820 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 18:14:14,472 - ice001 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.42789, Head : 0.36941, Avg : 0.39865 + +2023-05-25 18:14:14,473 - ice001 - [INFO] - [Epoch 100]: Training Loss: 0.0015483, Valid MRR: 0.40048, + + + +2023-05-25 18:14:15,124 - ice001 - [INFO] - [E:101| 0]: Train Loss:0.0015792, Val MRR:0.40048, ice001 +2023-05-25 18:15:19,307 - ice001 - [INFO] - [E:101| 100]: Train Loss:0.0015474, Val MRR:0.40048, ice001 +2023-05-25 18:16:23,352 - ice001 - [INFO] - [E:101| 200]: Train Loss:0.001548, Val MRR:0.40048, ice001 +2023-05-25 18:17:27,477 - ice001 - [INFO] - [E:101| 300]: Train Loss:0.0015481, Val MRR:0.40048, ice001 +2023-05-25 18:18:31,477 - ice001 - [INFO] - [E:101| 400]: Train Loss:0.0015476, Val MRR:0.40048, ice001 +2023-05-25 18:19:35,590 - ice001 - [INFO] - [E:101| 500]: Train Loss:0.0015477, Val MRR:0.40048, ice001 +2023-05-25 18:20:39,689 - ice001 - [INFO] - [E:101| 600]: Train Loss:0.0015479, Val MRR:0.40048, ice001 +2023-05-25 18:21:43,880 - ice001 - [INFO] - [E:101| 700]: Train Loss:0.0015477, Val MRR:0.40048, ice001 +2023-05-25 18:22:48,052 - ice001 - [INFO] - [E:101| 800]: Train Loss:0.0015478, Val MRR:0.40048, ice001 +2023-05-25 18:23:52,140 - ice001 - [INFO] - [E:101| 900]: Train Loss:0.0015477, Val MRR:0.40048, ice001 +2023-05-25 18:24:37,262 - ice001 - [INFO] - [Epoch:101]: Training Loss:0.001548 + +2023-05-25 18:24:37,479 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 18:24:51,333 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 18:25:04,972 - ice001 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.42365, Head : 0.36601, Avg : 0.39483 + +2023-05-25 18:25:04,973 - ice001 - [INFO] - [Epoch 101]: Training Loss: 0.0015478, Valid MRR: 0.40048, + + + +2023-05-25 18:25:05,622 - ice001 - [INFO] - [E:102| 0]: Train Loss:0.0015483, Val MRR:0.40048, ice001 +2023-05-25 18:26:09,709 - ice001 - [INFO] - [E:102| 100]: Train Loss:0.0015451, Val MRR:0.40048, ice001 +2023-05-25 18:27:13,839 - ice001 - [INFO] - [E:102| 200]: Train Loss:0.0015452, Val MRR:0.40048, ice001 +2023-05-25 18:28:17,923 - ice001 - [INFO] - [E:102| 300]: Train Loss:0.0015455, Val MRR:0.40048, ice001 +2023-05-25 18:29:22,051 - ice001 - [INFO] - [E:102| 400]: Train Loss:0.0015459, Val MRR:0.40048, ice001 +2023-05-25 18:30:26,110 - ice001 - [INFO] - [E:102| 500]: Train Loss:0.0015464, Val MRR:0.40048, ice001 +2023-05-25 18:31:30,158 - ice001 - [INFO] - [E:102| 600]: Train Loss:0.0015466, Val MRR:0.40048, ice001 +2023-05-25 18:32:34,286 - ice001 - [INFO] - [E:102| 700]: Train Loss:0.0015469, Val MRR:0.40048, ice001 +2023-05-25 18:33:38,446 - ice001 - [INFO] - [E:102| 800]: Train Loss:0.0015471, Val MRR:0.40048, ice001 +2023-05-25 18:34:42,580 - ice001 - [INFO] - [E:102| 900]: Train Loss:0.0015474, Val MRR:0.40048, ice001 +2023-05-25 18:35:27,672 - ice001 - [INFO] - [Epoch:102]: Training Loss:0.001547 + +2023-05-25 18:35:27,890 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 18:35:41,743 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 18:35:55,363 - ice001 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.4227, Head : 0.36372, Avg : 0.39321 + +2023-05-25 18:35:55,363 - ice001 - [INFO] - [Epoch 102]: Training Loss: 0.0015474, Valid MRR: 0.40048, + + + +2023-05-25 18:35:56,014 - ice001 - [INFO] - [E:103| 0]: Train Loss:0.0015589, Val MRR:0.40048, ice001 +2023-05-25 18:37:00,055 - ice001 - [INFO] - [E:103| 100]: Train Loss:0.001547, Val MRR:0.40048, ice001 +2023-05-25 18:38:04,262 - ice001 - [INFO] - [E:103| 200]: Train Loss:0.0015466, Val MRR:0.40048, ice001 +2023-05-25 18:39:08,384 - ice001 - [INFO] - [E:103| 300]: Train Loss:0.0015464, Val MRR:0.40048, ice001 +2023-05-25 18:40:12,517 - ice001 - [INFO] - [E:103| 400]: Train Loss:0.0015466, Val MRR:0.40048, ice001 +2023-05-25 18:41:16,688 - ice001 - [INFO] - [E:103| 500]: Train Loss:0.001547, Val MRR:0.40048, ice001 +2023-05-25 18:42:20,812 - ice001 - [INFO] - [E:103| 600]: Train Loss:0.001547, Val MRR:0.40048, ice001 +2023-05-25 18:43:24,983 - ice001 - [INFO] - [E:103| 700]: Train Loss:0.0015469, Val MRR:0.40048, ice001 +2023-05-25 18:44:29,174 - ice001 - [INFO] - [E:103| 800]: Train Loss:0.0015473, Val MRR:0.40048, ice001 +2023-05-25 18:45:33,322 - ice001 - [INFO] - [E:103| 900]: Train Loss:0.0015472, Val MRR:0.40048, ice001 +2023-05-25 18:46:18,479 - ice001 - [INFO] - [Epoch:103]: Training Loss:0.001547 + +2023-05-25 18:46:18,702 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 18:46:32,550 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 18:46:46,219 - ice001 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.42814, Head : 0.37102, Avg : 0.39958 + +2023-05-25 18:46:46,219 - ice001 - [INFO] - [Epoch 103]: Training Loss: 0.0015472, Valid MRR: 0.40048, + + + +2023-05-25 18:46:46,871 - ice001 - [INFO] - [E:104| 0]: Train Loss:0.0015489, Val MRR:0.40048, ice001 +2023-05-25 18:47:50,907 - ice001 - [INFO] - [E:104| 100]: Train Loss:0.0015454, Val MRR:0.40048, ice001 +2023-05-25 18:48:55,058 - ice001 - [INFO] - [E:104| 200]: Train Loss:0.0015445, Val MRR:0.40048, ice001 +2023-05-25 18:49:59,131 - ice001 - [INFO] - [E:104| 300]: Train Loss:0.001545, Val MRR:0.40048, ice001 +2023-05-25 18:51:03,230 - ice001 - [INFO] - [E:104| 400]: Train Loss:0.0015451, Val MRR:0.40048, ice001 +2023-05-25 18:52:07,386 - ice001 - [INFO] - [E:104| 500]: Train Loss:0.0015454, Val MRR:0.40048, ice001 +2023-05-25 18:53:11,502 - ice001 - [INFO] - [E:104| 600]: Train Loss:0.0015461, Val MRR:0.40048, ice001 +2023-05-25 18:54:15,635 - ice001 - [INFO] - [E:104| 700]: Train Loss:0.0015466, Val MRR:0.40048, ice001 +2023-05-25 18:55:19,689 - ice001 - [INFO] - [E:104| 800]: Train Loss:0.0015467, Val MRR:0.40048, ice001 +2023-05-25 18:56:23,796 - ice001 - [INFO] - [E:104| 900]: Train Loss:0.0015468, Val MRR:0.40048, ice001 +2023-05-25 18:57:08,899 - ice001 - [INFO] - [Epoch:104]: Training Loss:0.001547 + +2023-05-25 18:57:09,118 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 18:57:22,974 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 18:57:36,599 - ice001 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.42644, Head : 0.36548, Avg : 0.39596 + +2023-05-25 18:57:36,599 - ice001 - [INFO] - [Epoch 104]: Training Loss: 0.0015466, Valid MRR: 0.40048, + + + +2023-05-25 18:57:37,249 - ice001 - [INFO] - [E:105| 0]: Train Loss:0.0015373, Val MRR:0.40048, ice001 +2023-05-25 18:58:41,358 - ice001 - [INFO] - [E:105| 100]: Train Loss:0.0015446, Val MRR:0.40048, ice001 +2023-05-25 18:59:45,428 - ice001 - [INFO] - [E:105| 200]: Train Loss:0.0015454, Val MRR:0.40048, ice001 +2023-05-25 19:00:49,616 - ice001 - [INFO] - [E:105| 300]: Train Loss:0.0015453, Val MRR:0.40048, ice001 +2023-05-25 19:01:53,667 - ice001 - [INFO] - [E:105| 400]: Train Loss:0.0015454, Val MRR:0.40048, ice001 +2023-05-25 19:02:57,826 - ice001 - [INFO] - [E:105| 500]: Train Loss:0.0015459, Val MRR:0.40048, ice001 +2023-05-25 19:04:01,985 - ice001 - [INFO] - [E:105| 600]: Train Loss:0.001546, Val MRR:0.40048, ice001 +2023-05-25 19:05:06,134 - ice001 - [INFO] - [E:105| 700]: Train Loss:0.0015459, Val MRR:0.40048, ice001 +2023-05-25 19:06:10,290 - ice001 - [INFO] - [E:105| 800]: Train Loss:0.0015458, Val MRR:0.40048, ice001 +2023-05-25 19:07:14,526 - ice001 - [INFO] - [E:105| 900]: Train Loss:0.0015462, Val MRR:0.40048, ice001 +2023-05-25 19:07:59,644 - ice001 - [INFO] - [Epoch:105]: Training Loss:0.001546 + +2023-05-25 19:07:59,862 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 19:08:13,714 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 19:08:27,360 - ice001 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.42625, Head : 0.36903, Avg : 0.39764 + +2023-05-25 19:08:27,360 - ice001 - [INFO] - [Epoch 105]: Training Loss: 0.0015461, Valid MRR: 0.40048, + + + +2023-05-25 19:08:28,009 - ice001 - [INFO] - [E:106| 0]: Train Loss:0.0015471, Val MRR:0.40048, ice001 +2023-05-25 19:09:32,191 - ice001 - [INFO] - [E:106| 100]: Train Loss:0.0015441, Val MRR:0.40048, ice001 +2023-05-25 19:10:36,372 - ice001 - [INFO] - [E:106| 200]: Train Loss:0.0015457, Val MRR:0.40048, ice001 +2023-05-25 19:11:40,493 - ice001 - [INFO] - [E:106| 300]: Train Loss:0.0015454, Val MRR:0.40048, ice001 +2023-05-25 19:12:44,508 - ice001 - [INFO] - [E:106| 400]: Train Loss:0.0015458, Val MRR:0.40048, ice001 +2023-05-25 19:13:48,727 - ice001 - [INFO] - [E:106| 500]: Train Loss:0.0015454, Val MRR:0.40048, ice001 +2023-05-25 19:14:52,815 - ice001 - [INFO] - [E:106| 600]: Train Loss:0.0015457, Val MRR:0.40048, ice001 +2023-05-25 19:15:56,917 - ice001 - [INFO] - [E:106| 700]: Train Loss:0.0015454, Val MRR:0.40048, ice001 +2023-05-25 19:17:01,118 - ice001 - [INFO] - [E:106| 800]: Train Loss:0.0015455, Val MRR:0.40048, ice001 +2023-05-25 19:18:05,235 - ice001 - [INFO] - [E:106| 900]: Train Loss:0.0015456, Val MRR:0.40048, ice001 +2023-05-25 19:18:50,405 - ice001 - [INFO] - [Epoch:106]: Training Loss:0.001546 + +2023-05-25 19:18:50,622 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 19:19:04,486 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 19:19:18,117 - ice001 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.4306, Head : 0.3726, Avg : 0.4016 + +2023-05-25 19:19:19,357 - ice001 - [INFO] - [Epoch 106]: Training Loss: 0.0015458, Valid MRR: 0.4016, + + + +2023-05-25 19:19:20,005 - ice001 - [INFO] - [E:107| 0]: Train Loss:0.0015848, Val MRR:0.4016, ice001 +2023-05-25 19:20:24,140 - ice001 - [INFO] - [E:107| 100]: Train Loss:0.0015432, Val MRR:0.4016, ice001 +2023-05-25 19:21:28,277 - ice001 - [INFO] - [E:107| 200]: Train Loss:0.001544, Val MRR:0.4016, ice001 +2023-05-25 19:22:32,379 - ice001 - [INFO] - [E:107| 300]: Train Loss:0.0015441, Val MRR:0.4016, ice001 +2023-05-25 19:23:36,533 - ice001 - [INFO] - [E:107| 400]: Train Loss:0.0015444, Val MRR:0.4016, ice001 +2023-05-25 19:24:40,663 - ice001 - [INFO] - [E:107| 500]: Train Loss:0.0015447, Val MRR:0.4016, ice001 +2023-05-25 19:25:44,858 - ice001 - [INFO] - [E:107| 600]: Train Loss:0.0015445, Val MRR:0.4016, ice001 +2023-05-25 19:26:48,994 - ice001 - [INFO] - [E:107| 700]: Train Loss:0.0015446, Val MRR:0.4016, ice001 +2023-05-25 19:27:53,106 - ice001 - [INFO] - [E:107| 800]: Train Loss:0.001545, Val MRR:0.4016, ice001 +2023-05-25 19:28:57,123 - ice001 - [INFO] - [E:107| 900]: Train Loss:0.0015451, Val MRR:0.4016, ice001 +2023-05-25 19:29:42,218 - ice001 - [INFO] - [Epoch:107]: Training Loss:0.001545 + +2023-05-25 19:29:42,436 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 19:29:56,289 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 19:30:09,928 - ice001 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.42812, Head : 0.37163, Avg : 0.39987 + +2023-05-25 19:30:09,928 - ice001 - [INFO] - [Epoch 107]: Training Loss: 0.0015452, Valid MRR: 0.4016, + + + +2023-05-25 19:30:10,577 - ice001 - [INFO] - [E:108| 0]: Train Loss:0.0015573, Val MRR:0.4016, ice001 +2023-05-25 19:31:14,646 - ice001 - [INFO] - [E:108| 100]: Train Loss:0.0015439, Val MRR:0.4016, ice001 +2023-05-25 19:32:18,832 - ice001 - [INFO] - [E:108| 200]: Train Loss:0.0015434, Val MRR:0.4016, ice001 +2023-05-25 19:33:22,879 - ice001 - [INFO] - [E:108| 300]: Train Loss:0.0015441, Val MRR:0.4016, ice001 +2023-05-25 19:34:27,033 - ice001 - [INFO] - [E:108| 400]: Train Loss:0.0015449, Val MRR:0.4016, ice001 +2023-05-25 19:35:31,199 - ice001 - [INFO] - [E:108| 500]: Train Loss:0.0015448, Val MRR:0.4016, ice001 +2023-05-25 19:36:35,304 - ice001 - [INFO] - [E:108| 600]: Train Loss:0.0015446, Val MRR:0.4016, ice001 +2023-05-25 19:37:39,424 - ice001 - [INFO] - [E:108| 700]: Train Loss:0.0015448, Val MRR:0.4016, ice001 +2023-05-25 19:38:43,590 - ice001 - [INFO] - [E:108| 800]: Train Loss:0.0015447, Val MRR:0.4016, ice001 +2023-05-25 19:39:47,798 - ice001 - [INFO] - [E:108| 900]: Train Loss:0.0015448, Val MRR:0.4016, ice001 +2023-05-25 19:40:32,898 - ice001 - [INFO] - [Epoch:108]: Training Loss:0.001545 + +2023-05-25 19:40:33,115 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 19:40:46,961 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 19:41:00,632 - ice001 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.43104, Head : 0.37156, Avg : 0.4013 + +2023-05-25 19:41:00,632 - ice001 - [INFO] - [Epoch 108]: Training Loss: 0.0015449, Valid MRR: 0.4016, + + + +2023-05-25 19:41:01,294 - ice001 - [INFO] - [E:109| 0]: Train Loss:0.001538, Val MRR:0.4016, ice001 +2023-05-25 19:42:05,426 - ice001 - [INFO] - [E:109| 100]: Train Loss:0.0015425, Val MRR:0.4016, ice001 +2023-05-25 19:43:09,583 - ice001 - [INFO] - [E:109| 200]: Train Loss:0.0015417, Val MRR:0.4016, ice001 +2023-05-25 19:44:13,683 - ice001 - [INFO] - [E:109| 300]: Train Loss:0.0015431, Val MRR:0.4016, ice001 +2023-05-25 19:45:17,813 - ice001 - [INFO] - [E:109| 400]: Train Loss:0.0015436, Val MRR:0.4016, ice001 +2023-05-25 19:46:21,915 - ice001 - [INFO] - [E:109| 500]: Train Loss:0.0015439, Val MRR:0.4016, ice001 +2023-05-25 19:47:26,060 - ice001 - [INFO] - [E:109| 600]: Train Loss:0.001544, Val MRR:0.4016, ice001 +2023-05-25 19:48:30,269 - ice001 - [INFO] - [E:109| 700]: Train Loss:0.0015441, Val MRR:0.4016, ice001 +2023-05-25 19:49:34,438 - ice001 - [INFO] - [E:109| 800]: Train Loss:0.0015445, Val MRR:0.4016, ice001 +2023-05-25 19:50:38,543 - ice001 - [INFO] - [E:109| 900]: Train Loss:0.0015446, Val MRR:0.4016, ice001 +2023-05-25 19:51:23,664 - ice001 - [INFO] - [Epoch:109]: Training Loss:0.001545 + +2023-05-25 19:51:23,883 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 19:51:37,747 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 19:51:51,378 - ice001 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.42333, Head : 0.36657, Avg : 0.39495 + MR: Tail : 707.51, Head : 817.31, Avg : 762.41 + Hit-1: Tail : 0.33487, Head : 0.28353, Avg : 0.3092 + Hit-3: Tail : 0.47287, Head : 0.40418, Avg : 0.43852 + Hit-10: Tail : 0.58357, Head : 0.52603, Avg : 0.5548 +2023-05-25 19:51:51,378 - ice001 - [INFO] - [Epoch 109]: Training Loss: 0.0015448, Valid MRR: 0.4016, + + + +2023-05-25 19:51:52,028 - ice001 - [INFO] - [E:110| 0]: Train Loss:0.0015331, Val MRR:0.4016, ice001 +2023-05-25 19:52:56,227 - ice001 - [INFO] - [E:110| 100]: Train Loss:0.0015413, Val MRR:0.4016, ice001 +2023-05-25 19:54:00,376 - ice001 - [INFO] - [E:110| 200]: Train Loss:0.0015416, Val MRR:0.4016, ice001 +2023-05-25 19:55:04,594 - ice001 - [INFO] - [E:110| 300]: Train Loss:0.0015418, Val MRR:0.4016, ice001 +2023-05-25 19:56:08,686 - ice001 - [INFO] - [E:110| 400]: Train Loss:0.0015429, Val MRR:0.4016, ice001 +2023-05-25 19:57:12,827 - ice001 - [INFO] - [E:110| 500]: Train Loss:0.0015429, Val MRR:0.4016, ice001 +2023-05-25 19:58:16,999 - ice001 - [INFO] - [E:110| 600]: Train Loss:0.0015432, Val MRR:0.4016, ice001 +2023-05-25 19:59:21,136 - ice001 - [INFO] - [E:110| 700]: Train Loss:0.0015431, Val MRR:0.4016, ice001 +2023-05-25 20:00:25,262 - ice001 - [INFO] - [E:110| 800]: Train Loss:0.0015434, Val MRR:0.4016, ice001 +2023-05-25 20:01:29,435 - ice001 - [INFO] - [E:110| 900]: Train Loss:0.0015439, Val MRR:0.4016, ice001 +2023-05-25 20:02:14,531 - ice001 - [INFO] - [Epoch:110]: Training Loss:0.001544 + +2023-05-25 20:02:14,747 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 20:02:28,595 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 20:02:42,240 - ice001 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.42576, Head : 0.36928, Avg : 0.39752 + +2023-05-25 20:02:42,240 - ice001 - [INFO] - [Epoch 110]: Training Loss: 0.0015439, Valid MRR: 0.4016, + + + +2023-05-25 20:02:42,891 - ice001 - [INFO] - [E:111| 0]: Train Loss:0.0015355, Val MRR:0.4016, ice001 +2023-05-25 20:03:47,008 - ice001 - [INFO] - [E:111| 100]: Train Loss:0.0015427, Val MRR:0.4016, ice001 +2023-05-25 20:04:51,165 - ice001 - [INFO] - [E:111| 200]: Train Loss:0.0015427, Val MRR:0.4016, ice001 +2023-05-25 20:05:55,396 - ice001 - [INFO] - [E:111| 300]: Train Loss:0.0015433, Val MRR:0.4016, ice001 +2023-05-25 20:06:59,554 - ice001 - [INFO] - [E:111| 400]: Train Loss:0.0015429, Val MRR:0.4016, ice001 +2023-05-25 20:08:03,754 - ice001 - [INFO] - [E:111| 500]: Train Loss:0.0015432, Val MRR:0.4016, ice001 +2023-05-25 20:09:07,872 - ice001 - [INFO] - [E:111| 600]: Train Loss:0.001543, Val MRR:0.4016, ice001 +2023-05-25 20:10:12,002 - ice001 - [INFO] - [E:111| 700]: Train Loss:0.0015429, Val MRR:0.4016, ice001 +2023-05-25 20:11:16,135 - ice001 - [INFO] - [E:111| 800]: Train Loss:0.001543, Val MRR:0.4016, ice001 +2023-05-25 20:12:20,322 - ice001 - [INFO] - [E:111| 900]: Train Loss:0.0015432, Val MRR:0.4016, ice001 +2023-05-25 20:13:05,408 - ice001 - [INFO] - [Epoch:111]: Training Loss:0.001543 + +2023-05-25 20:13:05,625 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 20:13:19,458 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 20:13:33,082 - ice001 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.42859, Head : 0.36806, Avg : 0.39833 + +2023-05-25 20:13:33,082 - ice001 - [INFO] - [Epoch 111]: Training Loss: 0.0015433, Valid MRR: 0.4016, + + + +2023-05-25 20:13:33,731 - ice001 - [INFO] - [E:112| 0]: Train Loss:0.0015312, Val MRR:0.4016, ice001 +2023-05-25 20:14:37,824 - ice001 - [INFO] - [E:112| 100]: Train Loss:0.0015413, Val MRR:0.4016, ice001 +2023-05-25 20:15:41,908 - ice001 - [INFO] - [E:112| 200]: Train Loss:0.0015408, Val MRR:0.4016, ice001 +2023-05-25 20:16:45,989 - ice001 - [INFO] - [E:112| 300]: Train Loss:0.0015421, Val MRR:0.4016, ice001 +2023-05-25 20:17:50,147 - ice001 - [INFO] - [E:112| 400]: Train Loss:0.0015427, Val MRR:0.4016, ice001 +2023-05-25 20:18:54,259 - ice001 - [INFO] - [E:112| 500]: Train Loss:0.0015426, Val MRR:0.4016, ice001 +2023-05-25 20:19:58,405 - ice001 - [INFO] - [E:112| 600]: Train Loss:0.0015427, Val MRR:0.4016, ice001 +2023-05-25 20:21:02,488 - ice001 - [INFO] - [E:112| 700]: Train Loss:0.0015426, Val MRR:0.4016, ice001 +2023-05-25 20:22:06,615 - ice001 - [INFO] - [E:112| 800]: Train Loss:0.0015425, Val MRR:0.4016, ice001 +2023-05-25 20:23:10,720 - ice001 - [INFO] - [E:112| 900]: Train Loss:0.0015427, Val MRR:0.4016, ice001 +2023-05-25 20:23:55,964 - ice001 - [INFO] - [Epoch:112]: Training Loss:0.001543 + +2023-05-25 20:23:56,182 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 20:24:10,073 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 20:24:23,727 - ice001 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.43035, Head : 0.36842, Avg : 0.39939 + +2023-05-25 20:24:23,727 - ice001 - [INFO] - [Epoch 112]: Training Loss: 0.0015428, Valid MRR: 0.4016, + + + +2023-05-25 20:24:24,376 - ice001 - [INFO] - [E:113| 0]: Train Loss:0.0015359, Val MRR:0.4016, ice001 +2023-05-25 20:25:28,465 - ice001 - [INFO] - [E:113| 100]: Train Loss:0.0015416, Val MRR:0.4016, ice001 +2023-05-25 20:26:32,659 - ice001 - [INFO] - [E:113| 200]: Train Loss:0.0015409, Val MRR:0.4016, ice001 +2023-05-25 20:27:36,830 - ice001 - [INFO] - [E:113| 300]: Train Loss:0.0015412, Val MRR:0.4016, ice001 +2023-05-25 20:28:41,019 - ice001 - [INFO] - [E:113| 400]: Train Loss:0.0015418, Val MRR:0.4016, ice001 +2023-05-25 20:29:45,161 - ice001 - [INFO] - [E:113| 500]: Train Loss:0.001542, Val MRR:0.4016, ice001 +2023-05-25 20:30:49,274 - ice001 - [INFO] - [E:113| 600]: Train Loss:0.0015421, Val MRR:0.4016, ice001 +2023-05-25 20:31:53,359 - ice001 - [INFO] - [E:113| 700]: Train Loss:0.0015424, Val MRR:0.4016, ice001 +2023-05-25 20:32:57,458 - ice001 - [INFO] - [E:113| 800]: Train Loss:0.0015426, Val MRR:0.4016, ice001 +2023-05-25 20:34:01,542 - ice001 - [INFO] - [E:113| 900]: Train Loss:0.0015426, Val MRR:0.4016, ice001 +2023-05-25 20:34:46,614 - ice001 - [INFO] - [Epoch:113]: Training Loss:0.001543 + +2023-05-25 20:34:46,831 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 20:35:00,734 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 20:35:14,386 - ice001 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.43317, Head : 0.37327, Avg : 0.40322 + +2023-05-25 20:35:15,632 - ice001 - [INFO] - [Epoch 113]: Training Loss: 0.0015426, Valid MRR: 0.40322, + + + +2023-05-25 20:35:16,283 - ice001 - [INFO] - [E:114| 0]: Train Loss:0.0015647, Val MRR:0.40322, ice001 +2023-05-25 20:36:20,482 - ice001 - [INFO] - [E:114| 100]: Train Loss:0.0015431, Val MRR:0.40322, ice001 +2023-05-25 20:37:24,747 - ice001 - [INFO] - [E:114| 200]: Train Loss:0.0015415, Val MRR:0.40322, ice001 +2023-05-25 20:38:28,840 - ice001 - [INFO] - [E:114| 300]: Train Loss:0.0015416, Val MRR:0.40322, ice001 +2023-05-25 20:39:33,022 - ice001 - [INFO] - [E:114| 400]: Train Loss:0.0015412, Val MRR:0.40322, ice001 +2023-05-25 20:40:37,099 - ice001 - [INFO] - [E:114| 500]: Train Loss:0.0015413, Val MRR:0.40322, ice001 +2023-05-25 20:41:41,218 - ice001 - [INFO] - [E:114| 600]: Train Loss:0.0015416, Val MRR:0.40322, ice001 +2023-05-25 20:42:45,320 - ice001 - [INFO] - [E:114| 700]: Train Loss:0.0015417, Val MRR:0.40322, ice001 +2023-05-25 20:43:49,503 - ice001 - [INFO] - [E:114| 800]: Train Loss:0.0015419, Val MRR:0.40322, ice001 +2023-05-25 20:44:54,265 - ice001 - [INFO] - [E:114| 900]: Train Loss:0.0015419, Val MRR:0.40322, ice001 +2023-05-25 20:45:39,353 - ice001 - [INFO] - [Epoch:114]: Training Loss:0.001542 + +2023-05-25 20:45:39,570 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 20:45:53,426 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 20:46:07,073 - ice001 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.42494, Head : 0.36591, Avg : 0.39543 + +2023-05-25 20:46:07,074 - ice001 - [INFO] - [Epoch 114]: Training Loss: 0.001542, Valid MRR: 0.40322, + + + +2023-05-25 20:46:07,723 - ice001 - [INFO] - [E:115| 0]: Train Loss:0.0015386, Val MRR:0.40322, ice001 +2023-05-25 20:47:11,946 - ice001 - [INFO] - [E:115| 100]: Train Loss:0.0015409, Val MRR:0.40322, ice001 +2023-05-25 20:48:15,988 - ice001 - [INFO] - [E:115| 200]: Train Loss:0.0015409, Val MRR:0.40322, ice001 +2023-05-25 20:49:20,076 - ice001 - [INFO] - [E:115| 300]: Train Loss:0.001541, Val MRR:0.40322, ice001 +2023-05-25 20:50:24,147 - ice001 - [INFO] - [E:115| 400]: Train Loss:0.0015403, Val MRR:0.40322, ice001 +2023-05-25 20:51:28,342 - ice001 - [INFO] - [E:115| 500]: Train Loss:0.0015407, Val MRR:0.40322, ice001 +2023-05-25 20:52:32,520 - ice001 - [INFO] - [E:115| 600]: Train Loss:0.001541, Val MRR:0.40322, ice001 +2023-05-25 20:53:36,783 - ice001 - [INFO] - [E:115| 700]: Train Loss:0.0015413, Val MRR:0.40322, ice001 +2023-05-25 20:54:40,917 - ice001 - [INFO] - [E:115| 800]: Train Loss:0.0015414, Val MRR:0.40322, ice001 +2023-05-25 20:55:45,033 - ice001 - [INFO] - [E:115| 900]: Train Loss:0.0015417, Val MRR:0.40322, ice001 +2023-05-25 20:56:30,124 - ice001 - [INFO] - [Epoch:115]: Training Loss:0.001542 + +2023-05-25 20:56:30,341 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 20:56:44,188 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 20:56:57,814 - ice001 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.43113, Head : 0.371, Avg : 0.40106 + +2023-05-25 20:56:57,815 - ice001 - [INFO] - [Epoch 115]: Training Loss: 0.0015418, Valid MRR: 0.40322, + + + +2023-05-25 20:56:58,464 - ice001 - [INFO] - [E:116| 0]: Train Loss:0.0015319, Val MRR:0.40322, ice001 +2023-05-25 20:58:02,772 - ice001 - [INFO] - [E:116| 100]: Train Loss:0.0015405, Val MRR:0.40322, ice001 +2023-05-25 20:59:06,821 - ice001 - [INFO] - [E:116| 200]: Train Loss:0.0015403, Val MRR:0.40322, ice001 +2023-05-25 21:00:10,958 - ice001 - [INFO] - [E:116| 300]: Train Loss:0.0015405, Val MRR:0.40322, ice001 +2023-05-25 21:01:15,064 - ice001 - [INFO] - [E:116| 400]: Train Loss:0.0015409, Val MRR:0.40322, ice001 +2023-05-25 21:02:19,236 - ice001 - [INFO] - [E:116| 500]: Train Loss:0.0015414, Val MRR:0.40322, ice001 +2023-05-25 21:03:23,337 - ice001 - [INFO] - [E:116| 600]: Train Loss:0.0015412, Val MRR:0.40322, ice001 +2023-05-25 21:04:27,526 - ice001 - [INFO] - [E:116| 700]: Train Loss:0.0015413, Val MRR:0.40322, ice001 +2023-05-25 21:05:31,549 - ice001 - [INFO] - [E:116| 800]: Train Loss:0.0015415, Val MRR:0.40322, ice001 +2023-05-25 21:06:35,702 - ice001 - [INFO] - [E:116| 900]: Train Loss:0.0015417, Val MRR:0.40322, ice001 +2023-05-25 21:07:20,779 - ice001 - [INFO] - [Epoch:116]: Training Loss:0.001542 + +2023-05-25 21:07:20,996 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 21:07:34,855 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 21:07:48,493 - ice001 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.42374, Head : 0.36333, Avg : 0.39353 + +2023-05-25 21:07:48,493 - ice001 - [INFO] - [Epoch 116]: Training Loss: 0.0015418, Valid MRR: 0.40322, + + + +2023-05-25 21:07:49,141 - ice001 - [INFO] - [E:117| 0]: Train Loss:0.0015238, Val MRR:0.40322, ice001 +2023-05-25 21:08:53,274 - ice001 - [INFO] - [E:117| 100]: Train Loss:0.0015415, Val MRR:0.40322, ice001 +2023-05-25 21:09:57,418 - ice001 - [INFO] - [E:117| 200]: Train Loss:0.0015413, Val MRR:0.40322, ice001 +2023-05-25 21:11:01,564 - ice001 - [INFO] - [E:117| 300]: Train Loss:0.0015405, Val MRR:0.40322, ice001 +2023-05-25 21:12:05,710 - ice001 - [INFO] - [E:117| 400]: Train Loss:0.0015405, Val MRR:0.40322, ice001 +2023-05-25 21:13:09,906 - ice001 - [INFO] - [E:117| 500]: Train Loss:0.0015407, Val MRR:0.40322, ice001 +2023-05-25 21:14:14,044 - ice001 - [INFO] - [E:117| 600]: Train Loss:0.0015407, Val MRR:0.40322, ice001 +2023-05-25 21:15:18,184 - ice001 - [INFO] - [E:117| 700]: Train Loss:0.0015407, Val MRR:0.40322, ice001 +2023-05-25 21:16:22,358 - ice001 - [INFO] - [E:117| 800]: Train Loss:0.0015409, Val MRR:0.40322, ice001 +2023-05-25 21:17:26,452 - ice001 - [INFO] - [E:117| 900]: Train Loss:0.0015411, Val MRR:0.40322, ice001 +2023-05-25 21:18:11,623 - ice001 - [INFO] - [Epoch:117]: Training Loss:0.001541 + +2023-05-25 21:18:11,840 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 21:18:25,675 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 21:18:39,298 - ice001 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.42878, Head : 0.36907, Avg : 0.39892 + +2023-05-25 21:18:39,299 - ice001 - [INFO] - [Epoch 117]: Training Loss: 0.0015412, Valid MRR: 0.40322, + + + +2023-05-25 21:18:39,948 - ice001 - [INFO] - [E:118| 0]: Train Loss:0.0015319, Val MRR:0.40322, ice001 +2023-05-25 21:19:44,102 - ice001 - [INFO] - [E:118| 100]: Train Loss:0.0015396, Val MRR:0.40322, ice001 +2023-05-25 21:20:48,198 - ice001 - [INFO] - [E:118| 200]: Train Loss:0.00154, Val MRR:0.40322, ice001 +2023-05-25 21:21:52,270 - ice001 - [INFO] - [E:118| 300]: Train Loss:0.0015397, Val MRR:0.40322, ice001 +2023-05-25 21:22:56,339 - ice001 - [INFO] - [E:118| 400]: Train Loss:0.0015398, Val MRR:0.40322, ice001 +2023-05-25 21:24:00,394 - ice001 - [INFO] - [E:118| 500]: Train Loss:0.00154, Val MRR:0.40322, ice001 +2023-05-25 21:25:04,548 - ice001 - [INFO] - [E:118| 600]: Train Loss:0.0015398, Val MRR:0.40322, ice001 +2023-05-25 21:26:08,614 - ice001 - [INFO] - [E:118| 700]: Train Loss:0.0015401, Val MRR:0.40322, ice001 +2023-05-25 21:27:12,793 - ice001 - [INFO] - [E:118| 800]: Train Loss:0.0015403, Val MRR:0.40322, ice001 +2023-05-25 21:28:16,947 - ice001 - [INFO] - [E:118| 900]: Train Loss:0.0015405, Val MRR:0.40322, ice001 +2023-05-25 21:29:02,064 - ice001 - [INFO] - [Epoch:118]: Training Loss:0.001541 + +2023-05-25 21:29:02,281 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 21:29:16,118 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 21:29:29,746 - ice001 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.43011, Head : 0.37013, Avg : 0.40012 + +2023-05-25 21:29:29,746 - ice001 - [INFO] - [Epoch 118]: Training Loss: 0.0015406, Valid MRR: 0.40322, + + + +2023-05-25 21:29:30,397 - ice001 - [INFO] - [E:119| 0]: Train Loss:0.0015311, Val MRR:0.40322, ice001 +2023-05-25 21:30:34,448 - ice001 - [INFO] - [E:119| 100]: Train Loss:0.0015375, Val MRR:0.40322, ice001 +2023-05-25 21:31:38,573 - ice001 - [INFO] - [E:119| 200]: Train Loss:0.0015387, Val MRR:0.40322, ice001 +2023-05-25 21:32:42,653 - ice001 - [INFO] - [E:119| 300]: Train Loss:0.0015391, Val MRR:0.40322, ice001 +2023-05-25 21:33:46,835 - ice001 - [INFO] - [E:119| 400]: Train Loss:0.0015395, Val MRR:0.40322, ice001 +2023-05-25 21:34:50,998 - ice001 - [INFO] - [E:119| 500]: Train Loss:0.0015403, Val MRR:0.40322, ice001 +2023-05-25 21:35:55,213 - ice001 - [INFO] - [E:119| 600]: Train Loss:0.0015406, Val MRR:0.40322, ice001 +2023-05-25 21:36:59,350 - ice001 - [INFO] - [E:119| 700]: Train Loss:0.0015404, Val MRR:0.40322, ice001 +2023-05-25 21:38:03,590 - ice001 - [INFO] - [E:119| 800]: Train Loss:0.0015407, Val MRR:0.40322, ice001 +2023-05-25 21:39:07,843 - ice001 - [INFO] - [E:119| 900]: Train Loss:0.0015407, Val MRR:0.40322, ice001 +2023-05-25 21:39:52,944 - ice001 - [INFO] - [Epoch:119]: Training Loss:0.001541 + +2023-05-25 21:39:53,161 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 21:40:07,069 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 21:40:20,734 - ice001 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.43114, Head : 0.37178, Avg : 0.40146 + MR: Tail : 702.26, Head : 789.2, Avg : 745.73 + Hit-1: Tail : 0.34543, Head : 0.28911, Avg : 0.31727 + Hit-3: Tail : 0.47591, Head : 0.41061, Avg : 0.44326 + Hit-10: Tail : 0.58769, Head : 0.53235, Avg : 0.56002 +2023-05-25 21:40:20,734 - ice001 - [INFO] - [Epoch 119]: Training Loss: 0.0015407, Valid MRR: 0.40322, + + + +2023-05-25 21:40:21,384 - ice001 - [INFO] - [E:120| 0]: Train Loss:0.0015585, Val MRR:0.40322, ice001 +2023-05-25 21:41:25,541 - ice001 - [INFO] - [E:120| 100]: Train Loss:0.001539, Val MRR:0.40322, ice001 +2023-05-25 21:42:29,731 - ice001 - [INFO] - [E:120| 200]: Train Loss:0.0015397, Val MRR:0.40322, ice001 +2023-05-25 21:43:33,771 - ice001 - [INFO] - [E:120| 300]: Train Loss:0.0015397, Val MRR:0.40322, ice001 +2023-05-25 21:44:37,917 - ice001 - [INFO] - [E:120| 400]: Train Loss:0.0015401, Val MRR:0.40322, ice001 +2023-05-25 21:45:41,942 - ice001 - [INFO] - [E:120| 500]: Train Loss:0.0015401, Val MRR:0.40322, ice001 +2023-05-25 21:46:46,183 - ice001 - [INFO] - [E:120| 600]: Train Loss:0.0015399, Val MRR:0.40322, ice001 +2023-05-25 21:47:50,330 - ice001 - [INFO] - [E:120| 700]: Train Loss:0.0015397, Val MRR:0.40322, ice001 +2023-05-25 21:48:54,382 - ice001 - [INFO] - [E:120| 800]: Train Loss:0.0015395, Val MRR:0.40322, ice001 +2023-05-25 21:49:58,599 - ice001 - [INFO] - [E:120| 900]: Train Loss:0.0015398, Val MRR:0.40322, ice001 +2023-05-25 21:50:43,640 - ice001 - [INFO] - [Epoch:120]: Training Loss:0.00154 + +2023-05-25 21:50:43,857 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 21:50:57,704 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 21:51:11,343 - ice001 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.43056, Head : 0.37294, Avg : 0.40175 + +2023-05-25 21:51:11,343 - ice001 - [INFO] - [Epoch 120]: Training Loss: 0.00154, Valid MRR: 0.40322, + + + +2023-05-25 21:51:11,991 - ice001 - [INFO] - [E:121| 0]: Train Loss:0.0015384, Val MRR:0.40322, ice001 +2023-05-25 21:52:16,137 - ice001 - [INFO] - [E:121| 100]: Train Loss:0.0015405, Val MRR:0.40322, ice001 +2023-05-25 21:53:20,229 - ice001 - [INFO] - [E:121| 200]: Train Loss:0.0015399, Val MRR:0.40322, ice001 +2023-05-25 21:54:24,378 - ice001 - [INFO] - [E:121| 300]: Train Loss:0.0015399, Val MRR:0.40322, ice001 +2023-05-25 21:55:28,536 - ice001 - [INFO] - [E:121| 400]: Train Loss:0.0015397, Val MRR:0.40322, ice001 +2023-05-25 21:56:32,746 - ice001 - [INFO] - [E:121| 500]: Train Loss:0.0015397, Val MRR:0.40322, ice001 +2023-05-25 21:57:36,916 - ice001 - [INFO] - [E:121| 600]: Train Loss:0.0015392, Val MRR:0.40322, ice001 +2023-05-25 21:58:41,147 - ice001 - [INFO] - [E:121| 700]: Train Loss:0.0015389, Val MRR:0.40322, ice001 +2023-05-25 21:59:45,255 - ice001 - [INFO] - [E:121| 800]: Train Loss:0.0015393, Val MRR:0.40322, ice001 +2023-05-25 22:00:49,409 - ice001 - [INFO] - [E:121| 900]: Train Loss:0.0015394, Val MRR:0.40322, ice001 +2023-05-25 22:01:34,438 - ice001 - [INFO] - [Epoch:121]: Training Loss:0.00154 + +2023-05-25 22:01:34,655 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 22:01:48,495 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 22:02:02,126 - ice001 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.42711, Head : 0.37102, Avg : 0.39907 + +2023-05-25 22:02:02,126 - ice001 - [INFO] - [Epoch 121]: Training Loss: 0.0015396, Valid MRR: 0.40322, + + + +2023-05-25 22:02:02,774 - ice001 - [INFO] - [E:122| 0]: Train Loss:0.001553, Val MRR:0.40322, ice001 +2023-05-25 22:03:06,964 - ice001 - [INFO] - [E:122| 100]: Train Loss:0.0015387, Val MRR:0.40322, ice001 +2023-05-25 22:04:11,105 - ice001 - [INFO] - [E:122| 200]: Train Loss:0.001539, Val MRR:0.40322, ice001 +2023-05-25 22:05:15,259 - ice001 - [INFO] - [E:122| 300]: Train Loss:0.0015391, Val MRR:0.40322, ice001 +2023-05-25 22:06:19,485 - ice001 - [INFO] - [E:122| 400]: Train Loss:0.0015384, Val MRR:0.40322, ice001 +2023-05-25 22:07:23,654 - ice001 - [INFO] - [E:122| 500]: Train Loss:0.0015387, Val MRR:0.40322, ice001 +2023-05-25 22:08:27,746 - ice001 - [INFO] - [E:122| 600]: Train Loss:0.0015387, Val MRR:0.40322, ice001 +2023-05-25 22:09:31,890 - ice001 - [INFO] - [E:122| 700]: Train Loss:0.0015389, Val MRR:0.40322, ice001 +2023-05-25 22:10:35,943 - ice001 - [INFO] - [E:122| 800]: Train Loss:0.001539, Val MRR:0.40322, ice001 +2023-05-25 22:11:40,096 - ice001 - [INFO] - [E:122| 900]: Train Loss:0.001539, Val MRR:0.40322, ice001 +2023-05-25 22:12:25,190 - ice001 - [INFO] - [Epoch:122]: Training Loss:0.001539 + +2023-05-25 22:12:25,406 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 22:12:39,249 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 22:12:52,879 - ice001 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.42824, Head : 0.371, Avg : 0.39962 + +2023-05-25 22:12:52,879 - ice001 - [INFO] - [Epoch 122]: Training Loss: 0.0015393, Valid MRR: 0.40322, + + + +2023-05-25 22:12:53,531 - ice001 - [INFO] - [E:123| 0]: Train Loss:0.001529, Val MRR:0.40322, ice001 +2023-05-25 22:13:57,622 - ice001 - [INFO] - [E:123| 100]: Train Loss:0.001537, Val MRR:0.40322, ice001 +2023-05-25 22:15:01,728 - ice001 - [INFO] - [E:123| 200]: Train Loss:0.0015378, Val MRR:0.40322, ice001 +2023-05-25 22:16:05,781 - ice001 - [INFO] - [E:123| 300]: Train Loss:0.0015375, Val MRR:0.40322, ice001 +2023-05-25 22:17:09,909 - ice001 - [INFO] - [E:123| 400]: Train Loss:0.0015381, Val MRR:0.40322, ice001 +2023-05-25 22:18:14,095 - ice001 - [INFO] - [E:123| 500]: Train Loss:0.001538, Val MRR:0.40322, ice001 +2023-05-25 22:19:18,274 - ice001 - [INFO] - [E:123| 600]: Train Loss:0.0015381, Val MRR:0.40322, ice001 +2023-05-25 22:20:22,390 - ice001 - [INFO] - [E:123| 700]: Train Loss:0.0015383, Val MRR:0.40322, ice001 +2023-05-25 22:21:26,592 - ice001 - [INFO] - [E:123| 800]: Train Loss:0.0015382, Val MRR:0.40322, ice001 +2023-05-25 22:22:30,726 - ice001 - [INFO] - [E:123| 900]: Train Loss:0.0015382, Val MRR:0.40322, ice001 +2023-05-25 22:23:15,870 - ice001 - [INFO] - [Epoch:123]: Training Loss:0.001538 + +2023-05-25 22:23:16,087 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 22:23:29,936 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 22:23:43,592 - ice001 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.42823, Head : 0.37224, Avg : 0.40023 + +2023-05-25 22:23:43,592 - ice001 - [INFO] - [Epoch 123]: Training Loss: 0.0015384, Valid MRR: 0.40322, + + + +2023-05-25 22:23:44,244 - ice001 - [INFO] - [E:124| 0]: Train Loss:0.0015325, Val MRR:0.40322, ice001 +2023-05-25 22:24:48,407 - ice001 - [INFO] - [E:124| 100]: Train Loss:0.0015345, Val MRR:0.40322, ice001 +2023-05-25 22:25:52,578 - ice001 - [INFO] - [E:124| 200]: Train Loss:0.0015361, Val MRR:0.40322, ice001 +2023-05-25 22:26:56,743 - ice001 - [INFO] - [E:124| 300]: Train Loss:0.0015369, Val MRR:0.40322, ice001 +2023-05-25 22:28:00,884 - ice001 - [INFO] - [E:124| 400]: Train Loss:0.0015372, Val MRR:0.40322, ice001 +2023-05-25 22:29:04,980 - ice001 - [INFO] - [E:124| 500]: Train Loss:0.0015378, Val MRR:0.40322, ice001 +2023-05-25 22:30:09,174 - ice001 - [INFO] - [E:124| 600]: Train Loss:0.0015379, Val MRR:0.40322, ice001 +2023-05-25 22:31:13,319 - ice001 - [INFO] - [E:124| 700]: Train Loss:0.0015377, Val MRR:0.40322, ice001 +2023-05-25 22:32:17,531 - ice001 - [INFO] - [E:124| 800]: Train Loss:0.0015377, Val MRR:0.40322, ice001 +2023-05-25 22:33:21,578 - ice001 - [INFO] - [E:124| 900]: Train Loss:0.0015378, Val MRR:0.40322, ice001 +2023-05-25 22:34:06,700 - ice001 - [INFO] - [Epoch:124]: Training Loss:0.001538 + +2023-05-25 22:34:06,922 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 22:34:20,794 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 22:34:34,427 - ice001 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.43103, Head : 0.37202, Avg : 0.40152 + +2023-05-25 22:34:34,427 - ice001 - [INFO] - [Epoch 124]: Training Loss: 0.001538, Valid MRR: 0.40322, + + + +2023-05-25 22:34:35,076 - ice001 - [INFO] - [E:125| 0]: Train Loss:0.0015245, Val MRR:0.40322, ice001 +2023-05-25 22:35:39,150 - ice001 - [INFO] - [E:125| 100]: Train Loss:0.0015372, Val MRR:0.40322, ice001 +2023-05-25 22:36:43,341 - ice001 - [INFO] - [E:125| 200]: Train Loss:0.0015368, Val MRR:0.40322, ice001 +2023-05-25 22:37:47,411 - ice001 - [INFO] - [E:125| 300]: Train Loss:0.0015377, Val MRR:0.40322, ice001 +2023-05-25 22:38:51,556 - ice001 - [INFO] - [E:125| 400]: Train Loss:0.0015378, Val MRR:0.40322, ice001 +2023-05-25 22:39:55,620 - ice001 - [INFO] - [E:125| 500]: Train Loss:0.0015378, Val MRR:0.40322, ice001 +2023-05-25 22:40:59,736 - ice001 - [INFO] - [E:125| 600]: Train Loss:0.0015376, Val MRR:0.40322, ice001 +2023-05-25 22:42:03,812 - ice001 - [INFO] - [E:125| 700]: Train Loss:0.0015376, Val MRR:0.40322, ice001 +2023-05-25 22:43:07,907 - ice001 - [INFO] - [E:125| 800]: Train Loss:0.0015379, Val MRR:0.40322, ice001 +2023-05-25 22:44:12,056 - ice001 - [INFO] - [E:125| 900]: Train Loss:0.0015379, Val MRR:0.40322, ice001 +2023-05-25 22:44:57,176 - ice001 - [INFO] - [Epoch:125]: Training Loss:0.001538 + +2023-05-25 22:44:57,393 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 22:45:11,240 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 22:45:24,911 - ice001 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.43131, Head : 0.375, Avg : 0.40315 + +2023-05-25 22:45:24,911 - ice001 - [INFO] - [Epoch 125]: Training Loss: 0.0015379, Valid MRR: 0.40322, + + + +2023-05-25 22:45:25,562 - ice001 - [INFO] - [E:126| 0]: Train Loss:0.0015311, Val MRR:0.40322, ice001 +2023-05-25 22:46:29,643 - ice001 - [INFO] - [E:126| 100]: Train Loss:0.0015357, Val MRR:0.40322, ice001 +2023-05-25 22:47:33,758 - ice001 - [INFO] - [E:126| 200]: Train Loss:0.0015348, Val MRR:0.40322, ice001 +2023-05-25 22:48:37,981 - ice001 - [INFO] - [E:126| 300]: Train Loss:0.0015357, Val MRR:0.40322, ice001 +2023-05-25 22:49:42,184 - ice001 - [INFO] - [E:126| 400]: Train Loss:0.001536, Val MRR:0.40322, ice001 +2023-05-25 22:50:46,396 - ice001 - [INFO] - [E:126| 500]: Train Loss:0.0015364, Val MRR:0.40322, ice001 +2023-05-25 22:51:50,485 - ice001 - [INFO] - [E:126| 600]: Train Loss:0.0015364, Val MRR:0.40322, ice001 +2023-05-25 22:52:54,571 - ice001 - [INFO] - [E:126| 700]: Train Loss:0.0015368, Val MRR:0.40322, ice001 +2023-05-25 22:53:58,693 - ice001 - [INFO] - [E:126| 800]: Train Loss:0.0015371, Val MRR:0.40322, ice001 +2023-05-25 22:55:02,854 - ice001 - [INFO] - [E:126| 900]: Train Loss:0.0015371, Val MRR:0.40322, ice001 +2023-05-25 22:55:47,864 - ice001 - [INFO] - [Epoch:126]: Training Loss:0.001537 + +2023-05-25 22:55:48,082 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 22:56:01,934 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 22:56:15,576 - ice001 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.43028, Head : 0.3715, Avg : 0.40089 + +2023-05-25 22:56:15,576 - ice001 - [INFO] - [Epoch 126]: Training Loss: 0.0015372, Valid MRR: 0.40322, + + + +2023-05-25 22:56:16,224 - ice001 - [INFO] - [E:127| 0]: Train Loss:0.0015503, Val MRR:0.40322, ice001 +2023-05-25 22:57:20,380 - ice001 - [INFO] - [E:127| 100]: Train Loss:0.0015349, Val MRR:0.40322, ice001 +2023-05-25 22:58:24,546 - ice001 - [INFO] - [E:127| 200]: Train Loss:0.0015364, Val MRR:0.40322, ice001 +2023-05-25 22:59:28,685 - ice001 - [INFO] - [E:127| 300]: Train Loss:0.0015359, Val MRR:0.40322, ice001 +2023-05-25 23:00:32,768 - ice001 - [INFO] - [E:127| 400]: Train Loss:0.0015359, Val MRR:0.40322, ice001 +2023-05-25 23:01:36,894 - ice001 - [INFO] - [E:127| 500]: Train Loss:0.0015362, Val MRR:0.40322, ice001 +2023-05-25 23:02:41,024 - ice001 - [INFO] - [E:127| 600]: Train Loss:0.0015361, Val MRR:0.40322, ice001 +2023-05-25 23:03:45,176 - ice001 - [INFO] - [E:127| 700]: Train Loss:0.001536, Val MRR:0.40322, ice001 +2023-05-25 23:04:49,290 - ice001 - [INFO] - [E:127| 800]: Train Loss:0.0015364, Val MRR:0.40322, ice001 +2023-05-25 23:05:53,504 - ice001 - [INFO] - [E:127| 900]: Train Loss:0.0015363, Val MRR:0.40322, ice001 +2023-05-25 23:06:38,644 - ice001 - [INFO] - [Epoch:127]: Training Loss:0.001536 + +2023-05-25 23:06:38,861 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 23:06:52,716 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 23:07:06,347 - ice001 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.42983, Head : 0.37261, Avg : 0.40122 + +2023-05-25 23:07:06,347 - ice001 - [INFO] - [Epoch 127]: Training Loss: 0.0015364, Valid MRR: 0.40322, + + + +2023-05-25 23:07:06,997 - ice001 - [INFO] - [E:128| 0]: Train Loss:0.0015369, Val MRR:0.40322, ice001 +2023-05-25 23:08:11,136 - ice001 - [INFO] - [E:128| 100]: Train Loss:0.0015368, Val MRR:0.40322, ice001 +2023-05-25 23:09:15,259 - ice001 - [INFO] - [E:128| 200]: Train Loss:0.0015372, Val MRR:0.40322, ice001 +2023-05-25 23:10:19,407 - ice001 - [INFO] - [E:128| 300]: Train Loss:0.0015367, Val MRR:0.40322, ice001 +2023-05-25 23:11:23,489 - ice001 - [INFO] - [E:128| 400]: Train Loss:0.0015363, Val MRR:0.40322, ice001 +2023-05-25 23:12:27,719 - ice001 - [INFO] - [E:128| 500]: Train Loss:0.001536, Val MRR:0.40322, ice001 +2023-05-25 23:13:31,894 - ice001 - [INFO] - [E:128| 600]: Train Loss:0.001536, Val MRR:0.40322, ice001 +2023-05-25 23:14:36,108 - ice001 - [INFO] - [E:128| 700]: Train Loss:0.0015362, Val MRR:0.40322, ice001 +2023-05-25 23:15:40,176 - ice001 - [INFO] - [E:128| 800]: Train Loss:0.0015363, Val MRR:0.40322, ice001 +2023-05-25 23:16:44,282 - ice001 - [INFO] - [E:128| 900]: Train Loss:0.0015364, Val MRR:0.40322, ice001 +2023-05-25 23:17:29,359 - ice001 - [INFO] - [Epoch:128]: Training Loss:0.001536 + +2023-05-25 23:17:29,576 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 23:17:43,419 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 23:17:57,046 - ice001 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.42396, Head : 0.3672, Avg : 0.39558 + +2023-05-25 23:17:57,046 - ice001 - [INFO] - [Epoch 128]: Training Loss: 0.0015364, Valid MRR: 0.40322, + + + +2023-05-25 23:17:57,696 - ice001 - [INFO] - [E:129| 0]: Train Loss:0.0015359, Val MRR:0.40322, ice001 +2023-05-25 23:19:01,838 - ice001 - [INFO] - [E:129| 100]: Train Loss:0.0015356, Val MRR:0.40322, ice001 +2023-05-25 23:20:05,979 - ice001 - [INFO] - [E:129| 200]: Train Loss:0.0015351, Val MRR:0.40322, ice001 +2023-05-25 23:21:10,032 - ice001 - [INFO] - [E:129| 300]: Train Loss:0.0015351, Val MRR:0.40322, ice001 +2023-05-25 23:22:14,261 - ice001 - [INFO] - [E:129| 400]: Train Loss:0.0015353, Val MRR:0.40322, ice001 +2023-05-25 23:23:18,414 - ice001 - [INFO] - [E:129| 500]: Train Loss:0.0015352, Val MRR:0.40322, ice001 +2023-05-25 23:24:22,532 - ice001 - [INFO] - [E:129| 600]: Train Loss:0.0015353, Val MRR:0.40322, ice001 +2023-05-25 23:25:26,651 - ice001 - [INFO] - [E:129| 700]: Train Loss:0.0015354, Val MRR:0.40322, ice001 +2023-05-25 23:26:30,799 - ice001 - [INFO] - [E:129| 800]: Train Loss:0.0015357, Val MRR:0.40322, ice001 +2023-05-25 23:27:34,922 - ice001 - [INFO] - [E:129| 900]: Train Loss:0.0015359, Val MRR:0.40322, ice001 +2023-05-25 23:28:20,059 - ice001 - [INFO] - [Epoch:129]: Training Loss:0.001536 + +2023-05-25 23:28:20,277 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 23:28:34,134 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 23:28:47,753 - ice001 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.42843, Head : 0.37197, Avg : 0.4002 + MR: Tail : 717.07, Head : 806.55, Avg : 761.81 + Hit-1: Tail : 0.34252, Head : 0.28972, Avg : 0.31612 + Hit-3: Tail : 0.47469, Head : 0.41073, Avg : 0.44271 + Hit-10: Tail : 0.58963, Head : 0.53028, Avg : 0.55996 +2023-05-25 23:28:47,754 - ice001 - [INFO] - [Epoch 129]: Training Loss: 0.001536, Valid MRR: 0.40322, + + + +2023-05-25 23:28:48,401 - ice001 - [INFO] - [E:130| 0]: Train Loss:0.0015193, Val MRR:0.40322, ice001 +2023-05-25 23:29:52,473 - ice001 - [INFO] - [E:130| 100]: Train Loss:0.0015347, Val MRR:0.40322, ice001 +2023-05-25 23:30:56,667 - ice001 - [INFO] - [E:130| 200]: Train Loss:0.0015346, Val MRR:0.40322, ice001 +2023-05-25 23:32:00,758 - ice001 - [INFO] - [E:130| 300]: Train Loss:0.0015342, Val MRR:0.40322, ice001 +2023-05-25 23:33:04,907 - ice001 - [INFO] - [E:130| 400]: Train Loss:0.0015344, Val MRR:0.40322, ice001 +2023-05-25 23:34:09,129 - ice001 - [INFO] - [E:130| 500]: Train Loss:0.0015347, Val MRR:0.40322, ice001 +2023-05-25 23:35:13,353 - ice001 - [INFO] - [E:130| 600]: Train Loss:0.001535, Val MRR:0.40322, ice001 +2023-05-25 23:36:17,450 - ice001 - [INFO] - [E:130| 700]: Train Loss:0.0015351, Val MRR:0.40322, ice001 +2023-05-25 23:37:21,633 - ice001 - [INFO] - [E:130| 800]: Train Loss:0.0015354, Val MRR:0.40322, ice001 +2023-05-25 23:38:25,773 - ice001 - [INFO] - [E:130| 900]: Train Loss:0.0015356, Val MRR:0.40322, ice001 +2023-05-25 23:39:10,884 - ice001 - [INFO] - [Epoch:130]: Training Loss:0.001536 + +2023-05-25 23:39:11,101 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 23:39:24,985 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 23:39:38,666 - ice001 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.4263, Head : 0.37302, Avg : 0.39966 + +2023-05-25 23:39:38,666 - ice001 - [INFO] - [Epoch 130]: Training Loss: 0.0015356, Valid MRR: 0.40322, + + + +2023-05-25 23:39:39,320 - ice001 - [INFO] - [E:131| 0]: Train Loss:0.0015192, Val MRR:0.40322, ice001 +2023-05-25 23:40:43,379 - ice001 - [INFO] - [E:131| 100]: Train Loss:0.0015356, Val MRR:0.40322, ice001 +2023-05-25 23:41:47,512 - ice001 - [INFO] - [E:131| 200]: Train Loss:0.0015342, Val MRR:0.40322, ice001 +2023-05-25 23:42:51,619 - ice001 - [INFO] - [E:131| 300]: Train Loss:0.0015354, Val MRR:0.40322, ice001 +2023-05-25 23:43:55,784 - ice001 - [INFO] - [E:131| 400]: Train Loss:0.0015356, Val MRR:0.40322, ice001 +2023-05-25 23:44:59,960 - ice001 - [INFO] - [E:131| 500]: Train Loss:0.0015356, Val MRR:0.40322, ice001 +2023-05-25 23:46:04,061 - ice001 - [INFO] - [E:131| 600]: Train Loss:0.0015358, Val MRR:0.40322, ice001 +2023-05-25 23:47:08,151 - ice001 - [INFO] - [E:131| 700]: Train Loss:0.0015358, Val MRR:0.40322, ice001 +2023-05-25 23:48:12,308 - ice001 - [INFO] - [E:131| 800]: Train Loss:0.0015357, Val MRR:0.40322, ice001 +2023-05-25 23:49:16,469 - ice001 - [INFO] - [E:131| 900]: Train Loss:0.0015357, Val MRR:0.40322, ice001 +2023-05-25 23:50:01,614 - ice001 - [INFO] - [Epoch:131]: Training Loss:0.001536 + +2023-05-25 23:50:01,831 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-25 23:50:15,687 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-25 23:50:29,328 - ice001 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.42943, Head : 0.37373, Avg : 0.40158 + +2023-05-25 23:50:29,328 - ice001 - [INFO] - [Epoch 131]: Training Loss: 0.0015357, Valid MRR: 0.40322, + + + +2023-05-25 23:50:29,981 - ice001 - [INFO] - [E:132| 0]: Train Loss:0.001515, Val MRR:0.40322, ice001 +2023-05-25 23:51:34,149 - ice001 - [INFO] - [E:132| 100]: Train Loss:0.001534, Val MRR:0.40322, ice001 +2023-05-25 23:52:38,251 - ice001 - [INFO] - [E:132| 200]: Train Loss:0.0015348, Val MRR:0.40322, ice001 +2023-05-25 23:53:42,416 - ice001 - [INFO] - [E:132| 300]: Train Loss:0.0015342, Val MRR:0.40322, ice001 +2023-05-25 23:54:46,493 - ice001 - [INFO] - [E:132| 400]: Train Loss:0.0015344, Val MRR:0.40322, ice001 +2023-05-25 23:55:50,756 - ice001 - [INFO] - [E:132| 500]: Train Loss:0.0015343, Val MRR:0.40322, ice001 +2023-05-25 23:56:54,897 - ice001 - [INFO] - [E:132| 600]: Train Loss:0.0015342, Val MRR:0.40322, ice001 +2023-05-25 23:57:59,080 - ice001 - [INFO] - [E:132| 700]: Train Loss:0.0015343, Val MRR:0.40322, ice001 +2023-05-25 23:59:03,135 - ice001 - [INFO] - [E:132| 800]: Train Loss:0.0015346, Val MRR:0.40322, ice001 +2023-05-26 00:00:07,343 - ice001 - [INFO] - [E:132| 900]: Train Loss:0.0015349, Val MRR:0.40322, ice001 +2023-05-26 00:00:52,434 - ice001 - [INFO] - [Epoch:132]: Training Loss:0.001535 + +2023-05-26 00:00:52,651 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 00:01:06,503 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 00:01:20,127 - ice001 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.42769, Head : 0.37175, Avg : 0.39972 + +2023-05-26 00:01:20,127 - ice001 - [INFO] - [Epoch 132]: Training Loss: 0.0015349, Valid MRR: 0.40322, + + + +2023-05-26 00:01:20,775 - ice001 - [INFO] - [E:133| 0]: Train Loss:0.0015183, Val MRR:0.40322, ice001 +2023-05-26 00:02:24,923 - ice001 - [INFO] - [E:133| 100]: Train Loss:0.0015328, Val MRR:0.40322, ice001 +2023-05-26 00:03:29,045 - ice001 - [INFO] - [E:133| 200]: Train Loss:0.0015331, Val MRR:0.40322, ice001 +2023-05-26 00:04:33,224 - ice001 - [INFO] - [E:133| 300]: Train Loss:0.0015339, Val MRR:0.40322, ice001 +2023-05-26 00:05:37,247 - ice001 - [INFO] - [E:133| 400]: Train Loss:0.0015337, Val MRR:0.40322, ice001 +2023-05-26 00:06:41,367 - ice001 - [INFO] - [E:133| 500]: Train Loss:0.0015341, Val MRR:0.40322, ice001 +2023-05-26 00:07:45,483 - ice001 - [INFO] - [E:133| 600]: Train Loss:0.0015344, Val MRR:0.40322, ice001 +2023-05-26 00:08:49,637 - ice001 - [INFO] - [E:133| 700]: Train Loss:0.0015344, Val MRR:0.40322, ice001 +2023-05-26 00:09:53,728 - ice001 - [INFO] - [E:133| 800]: Train Loss:0.0015346, Val MRR:0.40322, ice001 +2023-05-26 00:10:57,916 - ice001 - [INFO] - [E:133| 900]: Train Loss:0.0015348, Val MRR:0.40322, ice001 +2023-05-26 00:11:43,014 - ice001 - [INFO] - [Epoch:133]: Training Loss:0.001535 + +2023-05-26 00:11:43,231 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 00:11:57,082 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 00:12:10,734 - ice001 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.42571, Head : 0.36891, Avg : 0.39731 + +2023-05-26 00:12:10,734 - ice001 - [INFO] - [Epoch 133]: Training Loss: 0.0015348, Valid MRR: 0.40322, + + + +2023-05-26 00:12:11,384 - ice001 - [INFO] - [E:134| 0]: Train Loss:0.0015475, Val MRR:0.40322, ice001 +2023-05-26 00:13:15,576 - ice001 - [INFO] - [E:134| 100]: Train Loss:0.0015346, Val MRR:0.40322, ice001 +2023-05-26 00:14:19,850 - ice001 - [INFO] - [E:134| 200]: Train Loss:0.0015339, Val MRR:0.40322, ice001 +2023-05-26 00:15:24,022 - ice001 - [INFO] - [E:134| 300]: Train Loss:0.0015335, Val MRR:0.40322, ice001 +2023-05-26 00:16:28,161 - ice001 - [INFO] - [E:134| 400]: Train Loss:0.0015334, Val MRR:0.40322, ice001 +2023-05-26 00:17:32,382 - ice001 - [INFO] - [E:134| 500]: Train Loss:0.0015333, Val MRR:0.40322, ice001 +2023-05-26 00:18:36,524 - ice001 - [INFO] - [E:134| 600]: Train Loss:0.0015338, Val MRR:0.40322, ice001 +2023-05-26 00:19:40,663 - ice001 - [INFO] - [E:134| 700]: Train Loss:0.0015342, Val MRR:0.40322, ice001 +2023-05-26 00:20:44,792 - ice001 - [INFO] - [E:134| 800]: Train Loss:0.0015342, Val MRR:0.40322, ice001 +2023-05-26 00:21:48,841 - ice001 - [INFO] - [E:134| 900]: Train Loss:0.0015343, Val MRR:0.40322, ice001 +2023-05-26 00:22:33,947 - ice001 - [INFO] - [Epoch:134]: Training Loss:0.001534 + +2023-05-26 00:22:34,164 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 00:22:48,006 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 00:23:01,626 - ice001 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.4298, Head : 0.37267, Avg : 0.40124 + +2023-05-26 00:23:01,627 - ice001 - [INFO] - [Epoch 134]: Training Loss: 0.0015343, Valid MRR: 0.40322, + + + +2023-05-26 00:23:02,277 - ice001 - [INFO] - [E:135| 0]: Train Loss:0.0015608, Val MRR:0.40322, ice001 +2023-05-26 00:24:06,377 - ice001 - [INFO] - [E:135| 100]: Train Loss:0.0015329, Val MRR:0.40322, ice001 +2023-05-26 00:25:10,558 - ice001 - [INFO] - [E:135| 200]: Train Loss:0.0015321, Val MRR:0.40322, ice001 +2023-05-26 00:26:14,685 - ice001 - [INFO] - [E:135| 300]: Train Loss:0.0015321, Val MRR:0.40322, ice001 +2023-05-26 00:27:18,785 - ice001 - [INFO] - [E:135| 400]: Train Loss:0.001533, Val MRR:0.40322, ice001 +2023-05-26 00:28:22,967 - ice001 - [INFO] - [E:135| 500]: Train Loss:0.0015328, Val MRR:0.40322, ice001 +2023-05-26 00:29:27,188 - ice001 - [INFO] - [E:135| 600]: Train Loss:0.0015331, Val MRR:0.40322, ice001 +2023-05-26 00:30:31,371 - ice001 - [INFO] - [E:135| 700]: Train Loss:0.0015335, Val MRR:0.40322, ice001 +2023-05-26 00:31:35,502 - ice001 - [INFO] - [E:135| 800]: Train Loss:0.0015337, Val MRR:0.40322, ice001 +2023-05-26 00:32:39,567 - ice001 - [INFO] - [E:135| 900]: Train Loss:0.0015337, Val MRR:0.40322, ice001 +2023-05-26 00:33:24,654 - ice001 - [INFO] - [Epoch:135]: Training Loss:0.001534 + +2023-05-26 00:33:24,872 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 00:33:38,732 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 00:33:52,372 - ice001 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.42919, Head : 0.37415, Avg : 0.40167 + +2023-05-26 00:33:52,372 - ice001 - [INFO] - [Epoch 135]: Training Loss: 0.0015337, Valid MRR: 0.40322, + + + +2023-05-26 00:33:53,023 - ice001 - [INFO] - [E:136| 0]: Train Loss:0.0015388, Val MRR:0.40322, ice001 +2023-05-26 00:34:57,207 - ice001 - [INFO] - [E:136| 100]: Train Loss:0.0015327, Val MRR:0.40322, ice001 +2023-05-26 00:36:01,408 - ice001 - [INFO] - [E:136| 200]: Train Loss:0.001533, Val MRR:0.40322, ice001 +2023-05-26 00:37:05,508 - ice001 - [INFO] - [E:136| 300]: Train Loss:0.001533, Val MRR:0.40322, ice001 +2023-05-26 00:38:09,693 - ice001 - [INFO] - [E:136| 400]: Train Loss:0.0015332, Val MRR:0.40322, ice001 +2023-05-26 00:39:13,798 - ice001 - [INFO] - [E:136| 500]: Train Loss:0.0015332, Val MRR:0.40322, ice001 +2023-05-26 00:40:17,952 - ice001 - [INFO] - [E:136| 600]: Train Loss:0.001533, Val MRR:0.40322, ice001 +2023-05-26 00:41:22,022 - ice001 - [INFO] - [E:136| 700]: Train Loss:0.0015332, Val MRR:0.40322, ice001 +2023-05-26 00:42:26,185 - ice001 - [INFO] - [E:136| 800]: Train Loss:0.0015331, Val MRR:0.40322, ice001 +2023-05-26 00:43:30,342 - ice001 - [INFO] - [E:136| 900]: Train Loss:0.0015334, Val MRR:0.40322, ice001 +2023-05-26 00:44:15,462 - ice001 - [INFO] - [Epoch:136]: Training Loss:0.001534 + +2023-05-26 00:44:15,680 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 00:44:29,549 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 00:44:43,237 - ice001 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.42948, Head : 0.37493, Avg : 0.40221 + +2023-05-26 00:44:43,237 - ice001 - [INFO] - [Epoch 136]: Training Loss: 0.0015335, Valid MRR: 0.40322, + + + +2023-05-26 00:44:43,887 - ice001 - [INFO] - [E:137| 0]: Train Loss:0.0015374, Val MRR:0.40322, ice001 +2023-05-26 00:45:47,954 - ice001 - [INFO] - [E:137| 100]: Train Loss:0.001532, Val MRR:0.40322, ice001 +2023-05-26 00:46:52,125 - ice001 - [INFO] - [E:137| 200]: Train Loss:0.0015315, Val MRR:0.40322, ice001 +2023-05-26 00:47:56,237 - ice001 - [INFO] - [E:137| 300]: Train Loss:0.0015323, Val MRR:0.40322, ice001 +2023-05-26 00:49:00,363 - ice001 - [INFO] - [E:137| 400]: Train Loss:0.0015325, Val MRR:0.40322, ice001 +2023-05-26 00:50:04,562 - ice001 - [INFO] - [E:137| 500]: Train Loss:0.0015327, Val MRR:0.40322, ice001 +2023-05-26 00:51:08,766 - ice001 - [INFO] - [E:137| 600]: Train Loss:0.0015328, Val MRR:0.40322, ice001 +2023-05-26 00:52:12,964 - ice001 - [INFO] - [E:137| 700]: Train Loss:0.0015333, Val MRR:0.40322, ice001 +2023-05-26 00:53:17,123 - ice001 - [INFO] - [E:137| 800]: Train Loss:0.0015332, Val MRR:0.40322, ice001 +2023-05-26 00:54:21,291 - ice001 - [INFO] - [E:137| 900]: Train Loss:0.0015332, Val MRR:0.40322, ice001 +2023-05-26 00:55:06,408 - ice001 - [INFO] - [Epoch:137]: Training Loss:0.001533 + +2023-05-26 00:55:06,626 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 00:55:20,483 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 00:55:34,123 - ice001 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.4257, Head : 0.37183, Avg : 0.39877 + +2023-05-26 00:55:34,123 - ice001 - [INFO] - [Epoch 137]: Training Loss: 0.0015333, Valid MRR: 0.40322, + + + +2023-05-26 00:55:34,776 - ice001 - [INFO] - [E:138| 0]: Train Loss:0.0015352, Val MRR:0.40322, ice001 +2023-05-26 00:56:38,970 - ice001 - [INFO] - [E:138| 100]: Train Loss:0.0015308, Val MRR:0.40322, ice001 +2023-05-26 00:57:43,178 - ice001 - [INFO] - [E:138| 200]: Train Loss:0.0015326, Val MRR:0.40322, ice001 +2023-05-26 00:58:47,306 - ice001 - [INFO] - [E:138| 300]: Train Loss:0.001533, Val MRR:0.40322, ice001 +2023-05-26 00:59:51,384 - ice001 - [INFO] - [E:138| 400]: Train Loss:0.0015329, Val MRR:0.40322, ice001 +2023-05-26 01:00:55,564 - ice001 - [INFO] - [E:138| 500]: Train Loss:0.0015329, Val MRR:0.40322, ice001 +2023-05-26 01:01:59,688 - ice001 - [INFO] - [E:138| 600]: Train Loss:0.0015325, Val MRR:0.40322, ice001 +2023-05-26 01:03:03,865 - ice001 - [INFO] - [E:138| 700]: Train Loss:0.0015328, Val MRR:0.40322, ice001 +2023-05-26 01:04:08,003 - ice001 - [INFO] - [E:138| 800]: Train Loss:0.0015331, Val MRR:0.40322, ice001 +2023-05-26 01:05:12,156 - ice001 - [INFO] - [E:138| 900]: Train Loss:0.001533, Val MRR:0.40322, ice001 +2023-05-26 01:05:57,261 - ice001 - [INFO] - [Epoch:138]: Training Loss:0.001533 + +2023-05-26 01:05:57,478 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 01:06:11,322 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 01:06:24,973 - ice001 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.43072, Head : 0.37395, Avg : 0.40234 + +2023-05-26 01:06:24,973 - ice001 - [INFO] - [Epoch 138]: Training Loss: 0.0015329, Valid MRR: 0.40322, + + + +2023-05-26 01:06:25,627 - ice001 - [INFO] - [E:139| 0]: Train Loss:0.0015387, Val MRR:0.40322, ice001 +2023-05-26 01:07:29,835 - ice001 - [INFO] - [E:139| 100]: Train Loss:0.0015316, Val MRR:0.40322, ice001 +2023-05-26 01:08:33,887 - ice001 - [INFO] - [E:139| 200]: Train Loss:0.0015316, Val MRR:0.40322, ice001 +2023-05-26 01:09:38,055 - ice001 - [INFO] - [E:139| 300]: Train Loss:0.0015322, Val MRR:0.40322, ice001 +2023-05-26 01:10:42,225 - ice001 - [INFO] - [E:139| 400]: Train Loss:0.0015324, Val MRR:0.40322, ice001 +2023-05-26 01:11:46,406 - ice001 - [INFO] - [E:139| 500]: Train Loss:0.0015323, Val MRR:0.40322, ice001 +2023-05-26 01:12:50,491 - ice001 - [INFO] - [E:139| 600]: Train Loss:0.0015322, Val MRR:0.40322, ice001 +2023-05-26 01:13:54,653 - ice001 - [INFO] - [E:139| 700]: Train Loss:0.0015323, Val MRR:0.40322, ice001 +2023-05-26 01:14:58,791 - ice001 - [INFO] - [E:139| 800]: Train Loss:0.0015323, Val MRR:0.40322, ice001 +2023-05-26 01:16:02,924 - ice001 - [INFO] - [E:139| 900]: Train Loss:0.0015324, Val MRR:0.40322, ice001 +2023-05-26 01:16:48,024 - ice001 - [INFO] - [Epoch:139]: Training Loss:0.001533 + +2023-05-26 01:16:48,240 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 01:17:02,103 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 01:17:15,730 - ice001 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.42627, Head : 0.37024, Avg : 0.39826 + MR: Tail : 675.84, Head : 768.23, Avg : 722.04 + Hit-1: Tail : 0.34094, Head : 0.28972, Avg : 0.31533 + Hit-3: Tail : 0.47433, Head : 0.40721, Avg : 0.44077 + Hit-10: Tail : 0.58187, Head : 0.5247, Avg : 0.55328 +2023-05-26 01:17:15,730 - ice001 - [INFO] - [Epoch 139]: Training Loss: 0.0015326, Valid MRR: 0.40322, + + + +2023-05-26 01:17:16,378 - ice001 - [INFO] - [E:140| 0]: Train Loss:0.0015298, Val MRR:0.40322, ice001 +2023-05-26 01:18:20,487 - ice001 - [INFO] - [E:140| 100]: Train Loss:0.0015325, Val MRR:0.40322, ice001 +2023-05-26 01:19:24,565 - ice001 - [INFO] - [E:140| 200]: Train Loss:0.0015319, Val MRR:0.40322, ice001 +2023-05-26 01:20:28,771 - ice001 - [INFO] - [E:140| 300]: Train Loss:0.001532, Val MRR:0.40322, ice001 +2023-05-26 01:21:32,910 - ice001 - [INFO] - [E:140| 400]: Train Loss:0.0015321, Val MRR:0.40322, ice001 +2023-05-26 01:22:37,089 - ice001 - [INFO] - [E:140| 500]: Train Loss:0.0015319, Val MRR:0.40322, ice001 +2023-05-26 01:23:41,260 - ice001 - [INFO] - [E:140| 600]: Train Loss:0.001532, Val MRR:0.40322, ice001 +2023-05-26 01:24:45,430 - ice001 - [INFO] - [E:140| 700]: Train Loss:0.0015319, Val MRR:0.40322, ice001 +2023-05-26 01:25:49,599 - ice001 - [INFO] - [E:140| 800]: Train Loss:0.001532, Val MRR:0.40322, ice001 +2023-05-26 01:26:53,814 - ice001 - [INFO] - [E:140| 900]: Train Loss:0.001532, Val MRR:0.40322, ice001 +2023-05-26 01:27:38,988 - ice001 - [INFO] - [Epoch:140]: Training Loss:0.001532 + +2023-05-26 01:27:39,206 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 01:27:53,055 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 01:28:06,685 - ice001 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.42952, Head : 0.37206, Avg : 0.40079 + +2023-05-26 01:28:06,685 - ice001 - [INFO] - [Epoch 140]: Training Loss: 0.0015322, Valid MRR: 0.40322, + + + +2023-05-26 01:28:07,336 - ice001 - [INFO] - [E:141| 0]: Train Loss:0.0015193, Val MRR:0.40322, ice001 +2023-05-26 01:29:11,464 - ice001 - [INFO] - [E:141| 100]: Train Loss:0.0015308, Val MRR:0.40322, ice001 +2023-05-26 01:30:15,695 - ice001 - [INFO] - [E:141| 200]: Train Loss:0.0015311, Val MRR:0.40322, ice001 +2023-05-26 01:31:19,798 - ice001 - [INFO] - [E:141| 300]: Train Loss:0.0015309, Val MRR:0.40322, ice001 +2023-05-26 01:32:24,019 - ice001 - [INFO] - [E:141| 400]: Train Loss:0.0015307, Val MRR:0.40322, ice001 +2023-05-26 01:33:28,128 - ice001 - [INFO] - [E:141| 500]: Train Loss:0.0015306, Val MRR:0.40322, ice001 +2023-05-26 01:34:32,281 - ice001 - [INFO] - [E:141| 600]: Train Loss:0.0015309, Val MRR:0.40322, ice001 +2023-05-26 01:35:36,423 - ice001 - [INFO] - [E:141| 700]: Train Loss:0.0015307, Val MRR:0.40322, ice001 +2023-05-26 01:36:40,660 - ice001 - [INFO] - [E:141| 800]: Train Loss:0.001531, Val MRR:0.40322, ice001 +2023-05-26 01:37:44,832 - ice001 - [INFO] - [E:141| 900]: Train Loss:0.0015314, Val MRR:0.40322, ice001 +2023-05-26 01:38:29,957 - ice001 - [INFO] - [Epoch:141]: Training Loss:0.001532 + +2023-05-26 01:38:30,175 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 01:38:44,065 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 01:38:57,709 - ice001 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.42498, Head : 0.37084, Avg : 0.39791 + +2023-05-26 01:38:57,709 - ice001 - [INFO] - [Epoch 141]: Training Loss: 0.0015315, Valid MRR: 0.40322, + + + +2023-05-26 01:38:58,373 - ice001 - [INFO] - [E:142| 0]: Train Loss:0.001524, Val MRR:0.40322, ice001 +2023-05-26 01:40:02,533 - ice001 - [INFO] - [E:142| 100]: Train Loss:0.0015321, Val MRR:0.40322, ice001 +2023-05-26 01:41:06,672 - ice001 - [INFO] - [E:142| 200]: Train Loss:0.0015316, Val MRR:0.40322, ice001 +2023-05-26 01:42:10,794 - ice001 - [INFO] - [E:142| 300]: Train Loss:0.001531, Val MRR:0.40322, ice001 +2023-05-26 01:43:15,001 - ice001 - [INFO] - [E:142| 400]: Train Loss:0.0015311, Val MRR:0.40322, ice001 +2023-05-26 01:44:19,128 - ice001 - [INFO] - [E:142| 500]: Train Loss:0.001531, Val MRR:0.40322, ice001 +2023-05-26 01:45:23,297 - ice001 - [INFO] - [E:142| 600]: Train Loss:0.0015308, Val MRR:0.40322, ice001 +2023-05-26 01:46:27,382 - ice001 - [INFO] - [E:142| 700]: Train Loss:0.0015309, Val MRR:0.40322, ice001 +2023-05-26 01:47:31,511 - ice001 - [INFO] - [E:142| 800]: Train Loss:0.0015309, Val MRR:0.40322, ice001 +2023-05-26 01:48:35,724 - ice001 - [INFO] - [E:142| 900]: Train Loss:0.0015312, Val MRR:0.40322, ice001 +2023-05-26 01:49:20,850 - ice001 - [INFO] - [Epoch:142]: Training Loss:0.001531 + +2023-05-26 01:49:21,069 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 01:49:34,935 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 01:49:48,616 - ice001 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.42913, Head : 0.37404, Avg : 0.40159 + +2023-05-26 01:49:48,616 - ice001 - [INFO] - [Epoch 142]: Training Loss: 0.0015312, Valid MRR: 0.40322, + + + +2023-05-26 01:49:49,275 - ice001 - [INFO] - [E:143| 0]: Train Loss:0.0015285, Val MRR:0.40322, ice001 +2023-05-26 01:50:53,509 - ice001 - [INFO] - [E:143| 100]: Train Loss:0.001529, Val MRR:0.40322, ice001 +2023-05-26 01:51:57,649 - ice001 - [INFO] - [E:143| 200]: Train Loss:0.00153, Val MRR:0.40322, ice001 +2023-05-26 01:53:01,921 - ice001 - [INFO] - [E:143| 300]: Train Loss:0.0015294, Val MRR:0.40322, ice001 +2023-05-26 01:54:06,158 - ice001 - [INFO] - [E:143| 400]: Train Loss:0.0015294, Val MRR:0.40322, ice001 +2023-05-26 01:55:10,362 - ice001 - [INFO] - [E:143| 500]: Train Loss:0.0015297, Val MRR:0.40322, ice001 +2023-05-26 01:56:14,536 - ice001 - [INFO] - [E:143| 600]: Train Loss:0.00153, Val MRR:0.40322, ice001 +2023-05-26 01:57:18,736 - ice001 - [INFO] - [E:143| 700]: Train Loss:0.0015303, Val MRR:0.40322, ice001 +2023-05-26 01:58:22,967 - ice001 - [INFO] - [E:143| 800]: Train Loss:0.0015307, Val MRR:0.40322, ice001 +2023-05-26 01:59:27,150 - ice001 - [INFO] - [E:143| 900]: Train Loss:0.0015309, Val MRR:0.40322, ice001 +2023-05-26 02:00:12,233 - ice001 - [INFO] - [Epoch:143]: Training Loss:0.001531 + +2023-05-26 02:00:12,450 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 02:00:26,322 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 02:00:39,983 - ice001 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.42644, Head : 0.36996, Avg : 0.3982 + +2023-05-26 02:00:39,983 - ice001 - [INFO] - [Epoch 143]: Training Loss: 0.001531, Valid MRR: 0.40322, + + + +2023-05-26 02:00:40,635 - ice001 - [INFO] - [E:144| 0]: Train Loss:0.0015358, Val MRR:0.40322, ice001 +2023-05-26 02:01:44,882 - ice001 - [INFO] - [E:144| 100]: Train Loss:0.0015287, Val MRR:0.40322, ice001 +2023-05-26 02:02:49,018 - ice001 - [INFO] - [E:144| 200]: Train Loss:0.00153, Val MRR:0.40322, ice001 +2023-05-26 02:03:53,297 - ice001 - [INFO] - [E:144| 300]: Train Loss:0.0015299, Val MRR:0.40322, ice001 +2023-05-26 02:04:57,578 - ice001 - [INFO] - [E:144| 400]: Train Loss:0.0015304, Val MRR:0.40322, ice001 +2023-05-26 02:06:01,898 - ice001 - [INFO] - [E:144| 500]: Train Loss:0.0015307, Val MRR:0.40322, ice001 +2023-05-26 02:07:06,151 - ice001 - [INFO] - [E:144| 600]: Train Loss:0.0015309, Val MRR:0.40322, ice001 +2023-05-26 02:08:10,507 - ice001 - [INFO] - [E:144| 700]: Train Loss:0.001531, Val MRR:0.40322, ice001 +2023-05-26 02:09:14,813 - ice001 - [INFO] - [E:144| 800]: Train Loss:0.0015309, Val MRR:0.40322, ice001 +2023-05-26 02:10:19,044 - ice001 - [INFO] - [E:144| 900]: Train Loss:0.0015311, Val MRR:0.40322, ice001 +2023-05-26 02:11:04,156 - ice001 - [INFO] - [Epoch:144]: Training Loss:0.001531 + +2023-05-26 02:11:04,373 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 02:11:18,220 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 02:11:31,873 - ice001 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.42913, Head : 0.37339, Avg : 0.40126 + +2023-05-26 02:11:31,873 - ice001 - [INFO] - [Epoch 144]: Training Loss: 0.0015312, Valid MRR: 0.40322, + + + +2023-05-26 02:11:32,528 - ice001 - [INFO] - [E:145| 0]: Train Loss:0.0015183, Val MRR:0.40322, ice001 +2023-05-26 02:12:36,825 - ice001 - [INFO] - [E:145| 100]: Train Loss:0.0015307, Val MRR:0.40322, ice001 +2023-05-26 02:13:40,976 - ice001 - [INFO] - [E:145| 200]: Train Loss:0.0015297, Val MRR:0.40322, ice001 +2023-05-26 02:14:45,241 - ice001 - [INFO] - [E:145| 300]: Train Loss:0.0015296, Val MRR:0.40322, ice001 +2023-05-26 02:15:49,369 - ice001 - [INFO] - [E:145| 400]: Train Loss:0.0015296, Val MRR:0.40322, ice001 +2023-05-26 02:16:53,627 - ice001 - [INFO] - [E:145| 500]: Train Loss:0.0015297, Val MRR:0.40322, ice001 +2023-05-26 02:17:57,825 - ice001 - [INFO] - [E:145| 600]: Train Loss:0.0015297, Val MRR:0.40322, ice001 +2023-05-26 02:19:02,080 - ice001 - [INFO] - [E:145| 700]: Train Loss:0.0015298, Val MRR:0.40322, ice001 +2023-05-26 02:20:06,266 - ice001 - [INFO] - [E:145| 800]: Train Loss:0.0015301, Val MRR:0.40322, ice001 +2023-05-26 02:21:10,395 - ice001 - [INFO] - [E:145| 900]: Train Loss:0.0015301, Val MRR:0.40322, ice001 +2023-05-26 02:21:55,671 - ice001 - [INFO] - [Epoch:145]: Training Loss:0.00153 + +2023-05-26 02:21:55,889 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 02:22:09,762 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 02:22:23,417 - ice001 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.42449, Head : 0.37272, Avg : 0.39861 + +2023-05-26 02:22:23,417 - ice001 - [INFO] - [Epoch 145]: Training Loss: 0.0015304, Valid MRR: 0.40322, + + + +2023-05-26 02:22:24,068 - ice001 - [INFO] - [E:146| 0]: Train Loss:0.0015417, Val MRR:0.40322, ice001 +2023-05-26 02:23:28,321 - ice001 - [INFO] - [E:146| 100]: Train Loss:0.0015276, Val MRR:0.40322, ice001 +2023-05-26 02:24:32,527 - ice001 - [INFO] - [E:146| 200]: Train Loss:0.0015283, Val MRR:0.40322, ice001 +2023-05-26 02:25:36,670 - ice001 - [INFO] - [E:146| 300]: Train Loss:0.0015287, Val MRR:0.40322, ice001 +2023-05-26 02:26:40,908 - ice001 - [INFO] - [E:146| 400]: Train Loss:0.0015288, Val MRR:0.40322, ice001 +2023-05-26 02:27:45,070 - ice001 - [INFO] - [E:146| 500]: Train Loss:0.001529, Val MRR:0.40322, ice001 +2023-05-26 02:28:49,352 - ice001 - [INFO] - [E:146| 600]: Train Loss:0.0015293, Val MRR:0.40322, ice001 +2023-05-26 02:29:53,467 - ice001 - [INFO] - [E:146| 700]: Train Loss:0.0015295, Val MRR:0.40322, ice001 +2023-05-26 02:30:57,667 - ice001 - [INFO] - [E:146| 800]: Train Loss:0.0015294, Val MRR:0.40322, ice001 +2023-05-26 02:32:01,942 - ice001 - [INFO] - [E:146| 900]: Train Loss:0.0015298, Val MRR:0.40322, ice001 +2023-05-26 02:32:47,119 - ice001 - [INFO] - [Epoch:146]: Training Loss:0.00153 + +2023-05-26 02:32:47,337 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 02:33:01,203 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 02:33:14,860 - ice001 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.43006, Head : 0.37469, Avg : 0.40238 + +2023-05-26 02:33:14,860 - ice001 - [INFO] - [Epoch 146]: Training Loss: 0.00153, Valid MRR: 0.40322, + + + +2023-05-26 02:33:15,511 - ice001 - [INFO] - [E:147| 0]: Train Loss:0.0015293, Val MRR:0.40322, ice001 +2023-05-26 02:34:19,725 - ice001 - [INFO] - [E:147| 100]: Train Loss:0.0015301, Val MRR:0.40322, ice001 +2023-05-26 02:35:23,958 - ice001 - [INFO] - [E:147| 200]: Train Loss:0.0015301, Val MRR:0.40322, ice001 +2023-05-26 02:36:28,172 - ice001 - [INFO] - [E:147| 300]: Train Loss:0.0015298, Val MRR:0.40322, ice001 +2023-05-26 02:37:32,382 - ice001 - [INFO] - [E:147| 400]: Train Loss:0.0015293, Val MRR:0.40322, ice001 +2023-05-26 02:38:36,507 - ice001 - [INFO] - [E:147| 500]: Train Loss:0.0015291, Val MRR:0.40322, ice001 +2023-05-26 02:39:40,873 - ice001 - [INFO] - [E:147| 600]: Train Loss:0.0015293, Val MRR:0.40322, ice001 +2023-05-26 02:40:45,109 - ice001 - [INFO] - [E:147| 700]: Train Loss:0.0015296, Val MRR:0.40322, ice001 +2023-05-26 02:41:49,335 - ice001 - [INFO] - [E:147| 800]: Train Loss:0.0015297, Val MRR:0.40322, ice001 +2023-05-26 02:42:53,512 - ice001 - [INFO] - [E:147| 900]: Train Loss:0.0015299, Val MRR:0.40322, ice001 +2023-05-26 02:43:38,621 - ice001 - [INFO] - [Epoch:147]: Training Loss:0.00153 + +2023-05-26 02:43:38,839 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 02:43:52,745 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 02:44:06,411 - ice001 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.42807, Head : 0.37344, Avg : 0.40075 + +2023-05-26 02:44:06,411 - ice001 - [INFO] - [Epoch 147]: Training Loss: 0.00153, Valid MRR: 0.40322, + + + +2023-05-26 02:44:07,062 - ice001 - [INFO] - [E:148| 0]: Train Loss:0.0015203, Val MRR:0.40322, ice001 +2023-05-26 02:45:11,265 - ice001 - [INFO] - [E:148| 100]: Train Loss:0.0015283, Val MRR:0.40322, ice001 +2023-05-26 02:46:15,481 - ice001 - [INFO] - [E:148| 200]: Train Loss:0.0015297, Val MRR:0.40322, ice001 +2023-05-26 02:47:19,662 - ice001 - [INFO] - [E:148| 300]: Train Loss:0.001529, Val MRR:0.40322, ice001 +2023-05-26 02:48:23,963 - ice001 - [INFO] - [E:148| 400]: Train Loss:0.0015291, Val MRR:0.40322, ice001 +2023-05-26 02:49:28,183 - ice001 - [INFO] - [E:148| 500]: Train Loss:0.0015287, Val MRR:0.40322, ice001 +2023-05-26 02:50:32,399 - ice001 - [INFO] - [E:148| 600]: Train Loss:0.0015288, Val MRR:0.40322, ice001 +2023-05-26 02:51:36,617 - ice001 - [INFO] - [E:148| 700]: Train Loss:0.0015289, Val MRR:0.40322, ice001 +2023-05-26 02:52:40,841 - ice001 - [INFO] - [E:148| 800]: Train Loss:0.0015289, Val MRR:0.40322, ice001 +2023-05-26 02:53:45,148 - ice001 - [INFO] - [E:148| 900]: Train Loss:0.0015291, Val MRR:0.40322, ice001 +2023-05-26 02:54:30,231 - ice001 - [INFO] - [Epoch:148]: Training Loss:0.001529 + +2023-05-26 02:54:30,448 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 02:54:44,300 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 02:54:57,963 - ice001 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.42829, Head : 0.37119, Avg : 0.39974 + +2023-05-26 02:54:57,963 - ice001 - [INFO] - [Epoch 148]: Training Loss: 0.0015294, Valid MRR: 0.40322, + + + +2023-05-26 02:54:58,613 - ice001 - [INFO] - [E:149| 0]: Train Loss:0.0015428, Val MRR:0.40322, ice001 +2023-05-26 02:56:02,822 - ice001 - [INFO] - [E:149| 100]: Train Loss:0.0015269, Val MRR:0.40322, ice001 +2023-05-26 02:57:07,080 - ice001 - [INFO] - [E:149| 200]: Train Loss:0.0015274, Val MRR:0.40322, ice001 +2023-05-26 02:58:11,308 - ice001 - [INFO] - [E:149| 300]: Train Loss:0.001528, Val MRR:0.40322, ice001 +2023-05-26 02:59:15,453 - ice001 - [INFO] - [E:149| 400]: Train Loss:0.0015284, Val MRR:0.40322, ice001 +2023-05-26 03:00:19,653 - ice001 - [INFO] - [E:149| 500]: Train Loss:0.0015286, Val MRR:0.40322, ice001 +2023-05-26 03:01:23,780 - ice001 - [INFO] - [E:149| 600]: Train Loss:0.0015287, Val MRR:0.40322, ice001 +2023-05-26 03:02:27,984 - ice001 - [INFO] - [E:149| 700]: Train Loss:0.0015286, Val MRR:0.40322, ice001 +2023-05-26 03:03:32,211 - ice001 - [INFO] - [E:149| 800]: Train Loss:0.0015286, Val MRR:0.40322, ice001 +2023-05-26 03:04:36,469 - ice001 - [INFO] - [E:149| 900]: Train Loss:0.0015289, Val MRR:0.40322, ice001 +2023-05-26 03:05:21,554 - ice001 - [INFO] - [Epoch:149]: Training Loss:0.001529 + +2023-05-26 03:05:21,771 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 03:05:35,650 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 03:05:49,294 - ice001 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.42746, Head : 0.37202, Avg : 0.39974 + MR: Tail : 620.85, Head : 720.86, Avg : 670.86 + Hit-1: Tail : 0.34155, Head : 0.29033, Avg : 0.31594 + Hit-3: Tail : 0.47409, Head : 0.41024, Avg : 0.44217 + Hit-10: Tail : 0.58624, Head : 0.52664, Avg : 0.55644 +2023-05-26 03:05:49,294 - ice001 - [INFO] - [Epoch 149]: Training Loss: 0.0015289, Valid MRR: 0.40322, + + + +2023-05-26 03:05:49,945 - ice001 - [INFO] - [E:150| 0]: Train Loss:0.0015149, Val MRR:0.40322, ice001 +2023-05-26 03:06:54,159 - ice001 - [INFO] - [E:150| 100]: Train Loss:0.0015263, Val MRR:0.40322, ice001 +2023-05-26 03:07:58,333 - ice001 - [INFO] - [E:150| 200]: Train Loss:0.0015268, Val MRR:0.40322, ice001 +2023-05-26 03:09:02,543 - ice001 - [INFO] - [E:150| 300]: Train Loss:0.0015273, Val MRR:0.40322, ice001 +2023-05-26 03:10:06,663 - ice001 - [INFO] - [E:150| 400]: Train Loss:0.0015279, Val MRR:0.40322, ice001 +2023-05-26 03:11:10,840 - ice001 - [INFO] - [E:150| 500]: Train Loss:0.001528, Val MRR:0.40322, ice001 +2023-05-26 03:12:15,028 - ice001 - [INFO] - [E:150| 600]: Train Loss:0.0015283, Val MRR:0.40322, ice001 +2023-05-26 03:13:19,267 - ice001 - [INFO] - [E:150| 700]: Train Loss:0.0015283, Val MRR:0.40322, ice001 +2023-05-26 03:14:23,460 - ice001 - [INFO] - [E:150| 800]: Train Loss:0.0015285, Val MRR:0.40322, ice001 +2023-05-26 03:15:27,684 - ice001 - [INFO] - [E:150| 900]: Train Loss:0.0015288, Val MRR:0.40322, ice001 +2023-05-26 03:16:12,798 - ice001 - [INFO] - [Epoch:150]: Training Loss:0.001529 + +2023-05-26 03:16:13,017 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 03:16:26,882 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 03:16:40,539 - ice001 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.42871, Head : 0.3746, Avg : 0.40166 + +2023-05-26 03:16:40,539 - ice001 - [INFO] - [Epoch 150]: Training Loss: 0.0015289, Valid MRR: 0.40322, + + + +2023-05-26 03:16:41,192 - ice001 - [INFO] - [E:151| 0]: Train Loss:0.0015173, Val MRR:0.40322, ice001 +2023-05-26 03:17:45,427 - ice001 - [INFO] - [E:151| 100]: Train Loss:0.0015268, Val MRR:0.40322, ice001 +2023-05-26 03:18:49,593 - ice001 - [INFO] - [E:151| 200]: Train Loss:0.0015271, Val MRR:0.40322, ice001 +2023-05-26 03:19:53,809 - ice001 - [INFO] - [E:151| 300]: Train Loss:0.0015279, Val MRR:0.40322, ice001 +2023-05-26 03:20:58,047 - ice001 - [INFO] - [E:151| 400]: Train Loss:0.0015278, Val MRR:0.40322, ice001 +2023-05-26 03:22:02,272 - ice001 - [INFO] - [E:151| 500]: Train Loss:0.0015278, Val MRR:0.40322, ice001 +2023-05-26 03:23:06,476 - ice001 - [INFO] - [E:151| 600]: Train Loss:0.0015278, Val MRR:0.40322, ice001 +2023-05-26 03:24:10,815 - ice001 - [INFO] - [E:151| 700]: Train Loss:0.0015281, Val MRR:0.40322, ice001 +2023-05-26 03:25:15,058 - ice001 - [INFO] - [E:151| 800]: Train Loss:0.0015281, Val MRR:0.40322, ice001 +2023-05-26 03:26:19,323 - ice001 - [INFO] - [E:151| 900]: Train Loss:0.0015281, Val MRR:0.40322, ice001 +2023-05-26 03:27:04,598 - ice001 - [INFO] - [Epoch:151]: Training Loss:0.001528 + +2023-05-26 03:27:04,815 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 03:27:18,664 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 03:27:32,309 - ice001 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.42428, Head : 0.3699, Avg : 0.39709 + +2023-05-26 03:27:32,309 - ice001 - [INFO] - [Epoch 151]: Training Loss: 0.0015285, Valid MRR: 0.40322, + + + +2023-05-26 03:27:32,959 - ice001 - [INFO] - [E:152| 0]: Train Loss:0.0015312, Val MRR:0.40322, ice001 +2023-05-26 03:28:37,154 - ice001 - [INFO] - [E:152| 100]: Train Loss:0.0015291, Val MRR:0.40322, ice001 +2023-05-26 03:29:41,371 - ice001 - [INFO] - [E:152| 200]: Train Loss:0.0015272, Val MRR:0.40322, ice001 +2023-05-26 03:30:45,608 - ice001 - [INFO] - [E:152| 300]: Train Loss:0.0015278, Val MRR:0.40322, ice001 +2023-05-26 03:31:49,847 - ice001 - [INFO] - [E:152| 400]: Train Loss:0.0015274, Val MRR:0.40322, ice001 +2023-05-26 03:32:53,981 - ice001 - [INFO] - [E:152| 500]: Train Loss:0.0015275, Val MRR:0.40322, ice001 +2023-05-26 03:33:58,156 - ice001 - [INFO] - [E:152| 600]: Train Loss:0.0015275, Val MRR:0.40322, ice001 +2023-05-26 03:35:02,348 - ice001 - [INFO] - [E:152| 700]: Train Loss:0.0015275, Val MRR:0.40322, ice001 +2023-05-26 03:36:06,548 - ice001 - [INFO] - [E:152| 800]: Train Loss:0.0015278, Val MRR:0.40322, ice001 +2023-05-26 03:37:10,671 - ice001 - [INFO] - [E:152| 900]: Train Loss:0.0015279, Val MRR:0.40322, ice001 +2023-05-26 03:37:55,785 - ice001 - [INFO] - [Epoch:152]: Training Loss:0.001528 + +2023-05-26 03:37:56,004 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 03:38:09,870 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 03:38:23,514 - ice001 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.42691, Head : 0.37337, Avg : 0.40014 + +2023-05-26 03:38:23,514 - ice001 - [INFO] - [Epoch 152]: Training Loss: 0.0015281, Valid MRR: 0.40322, + + + +2023-05-26 03:38:24,164 - ice001 - [INFO] - [E:153| 0]: Train Loss:0.0015239, Val MRR:0.40322, ice001 +2023-05-26 03:39:28,326 - ice001 - [INFO] - [E:153| 100]: Train Loss:0.0015254, Val MRR:0.40322, ice001 +2023-05-26 03:40:32,572 - ice001 - [INFO] - [E:153| 200]: Train Loss:0.0015258, Val MRR:0.40322, ice001 +2023-05-26 03:41:36,665 - ice001 - [INFO] - [E:153| 300]: Train Loss:0.0015263, Val MRR:0.40322, ice001 +2023-05-26 03:42:40,904 - ice001 - [INFO] - [E:153| 400]: Train Loss:0.0015264, Val MRR:0.40322, ice001 +2023-05-26 03:43:45,078 - ice001 - [INFO] - [E:153| 500]: Train Loss:0.0015269, Val MRR:0.40322, ice001 +2023-05-26 03:44:49,320 - ice001 - [INFO] - [E:153| 600]: Train Loss:0.0015271, Val MRR:0.40322, ice001 +2023-05-26 03:45:53,445 - ice001 - [INFO] - [E:153| 700]: Train Loss:0.0015276, Val MRR:0.40322, ice001 +2023-05-26 03:46:57,639 - ice001 - [INFO] - [E:153| 800]: Train Loss:0.0015278, Val MRR:0.40322, ice001 +2023-05-26 03:48:01,770 - ice001 - [INFO] - [E:153| 900]: Train Loss:0.001528, Val MRR:0.40322, ice001 +2023-05-26 03:48:46,903 - ice001 - [INFO] - [Epoch:153]: Training Loss:0.001528 + +2023-05-26 03:48:47,121 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 03:49:01,036 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 03:49:14,726 - ice001 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.42894, Head : 0.37254, Avg : 0.40074 + +2023-05-26 03:49:14,727 - ice001 - [INFO] - [Epoch 153]: Training Loss: 0.0015279, Valid MRR: 0.40322, + + + +2023-05-26 03:49:15,378 - ice001 - [INFO] - [E:154| 0]: Train Loss:0.0015426, Val MRR:0.40322, ice001 +2023-05-26 03:50:19,621 - ice001 - [INFO] - [E:154| 100]: Train Loss:0.0015272, Val MRR:0.40322, ice001 +2023-05-26 03:51:23,945 - ice001 - [INFO] - [E:154| 200]: Train Loss:0.0015271, Val MRR:0.40322, ice001 +2023-05-26 03:52:28,092 - ice001 - [INFO] - [E:154| 300]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 03:53:32,391 - ice001 - [INFO] - [E:154| 400]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 03:54:36,593 - ice001 - [INFO] - [E:154| 500]: Train Loss:0.0015267, Val MRR:0.40322, ice001 +2023-05-26 03:55:40,782 - ice001 - [INFO] - [E:154| 600]: Train Loss:0.0015268, Val MRR:0.40322, ice001 +2023-05-26 03:56:44,981 - ice001 - [INFO] - [E:154| 700]: Train Loss:0.001527, Val MRR:0.40322, ice001 +2023-05-26 03:57:49,184 - ice001 - [INFO] - [E:154| 800]: Train Loss:0.0015272, Val MRR:0.40322, ice001 +2023-05-26 03:58:53,373 - ice001 - [INFO] - [E:154| 900]: Train Loss:0.0015274, Val MRR:0.40322, ice001 +2023-05-26 03:59:38,501 - ice001 - [INFO] - [Epoch:154]: Training Loss:0.001527 + +2023-05-26 03:59:38,718 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 03:59:52,578 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 04:00:06,239 - ice001 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.4268, Head : 0.3734, Avg : 0.4001 + +2023-05-26 04:00:06,239 - ice001 - [INFO] - [Epoch 154]: Training Loss: 0.0015273, Valid MRR: 0.40322, + + + +2023-05-26 04:00:06,892 - ice001 - [INFO] - [E:155| 0]: Train Loss:0.0015222, Val MRR:0.40322, ice001 +2023-05-26 04:01:11,169 - ice001 - [INFO] - [E:155| 100]: Train Loss:0.0015279, Val MRR:0.40322, ice001 +2023-05-26 04:02:15,424 - ice001 - [INFO] - [E:155| 200]: Train Loss:0.001527, Val MRR:0.40322, ice001 +2023-05-26 04:03:19,653 - ice001 - [INFO] - [E:155| 300]: Train Loss:0.0015262, Val MRR:0.40322, ice001 +2023-05-26 04:04:23,888 - ice001 - [INFO] - [E:155| 400]: Train Loss:0.0015266, Val MRR:0.40322, ice001 +2023-05-26 04:05:28,115 - ice001 - [INFO] - [E:155| 500]: Train Loss:0.001527, Val MRR:0.40322, ice001 +2023-05-26 04:06:32,321 - ice001 - [INFO] - [E:155| 600]: Train Loss:0.0015273, Val MRR:0.40322, ice001 +2023-05-26 04:07:36,677 - ice001 - [INFO] - [E:155| 700]: Train Loss:0.0015271, Val MRR:0.40322, ice001 +2023-05-26 04:08:40,949 - ice001 - [INFO] - [E:155| 800]: Train Loss:0.0015271, Val MRR:0.40322, ice001 +2023-05-26 04:09:45,175 - ice001 - [INFO] - [E:155| 900]: Train Loss:0.001527, Val MRR:0.40322, ice001 +2023-05-26 04:10:30,320 - ice001 - [INFO] - [Epoch:155]: Training Loss:0.001527 + +2023-05-26 04:10:30,538 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 04:10:44,403 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 04:10:58,049 - ice001 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.42642, Head : 0.37482, Avg : 0.40062 + +2023-05-26 04:10:58,049 - ice001 - [INFO] - [Epoch 155]: Training Loss: 0.0015272, Valid MRR: 0.40322, + + + +2023-05-26 04:10:58,697 - ice001 - [INFO] - [E:156| 0]: Train Loss:0.0015417, Val MRR:0.40322, ice001 +2023-05-26 04:12:02,972 - ice001 - [INFO] - [E:156| 100]: Train Loss:0.0015275, Val MRR:0.40322, ice001 +2023-05-26 04:13:07,197 - ice001 - [INFO] - [E:156| 200]: Train Loss:0.0015269, Val MRR:0.40322, ice001 +2023-05-26 04:14:11,393 - ice001 - [INFO] - [E:156| 300]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 04:15:15,627 - ice001 - [INFO] - [E:156| 400]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 04:16:19,803 - ice001 - [INFO] - [E:156| 500]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 04:17:23,962 - ice001 - [INFO] - [E:156| 600]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 04:18:28,152 - ice001 - [INFO] - [E:156| 700]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 04:19:32,401 - ice001 - [INFO] - [E:156| 800]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 04:20:36,617 - ice001 - [INFO] - [E:156| 900]: Train Loss:0.0015266, Val MRR:0.40322, ice001 +2023-05-26 04:21:21,677 - ice001 - [INFO] - [Epoch:156]: Training Loss:0.001527 + +2023-05-26 04:21:21,894 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 04:21:35,755 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 04:21:49,406 - ice001 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.42476, Head : 0.37098, Avg : 0.39787 + +2023-05-26 04:21:49,407 - ice001 - [INFO] - [Epoch 156]: Training Loss: 0.0015267, Valid MRR: 0.40322, + + + +2023-05-26 04:21:50,058 - ice001 - [INFO] - [E:157| 0]: Train Loss:0.0015286, Val MRR:0.40322, ice001 +2023-05-26 04:22:54,239 - ice001 - [INFO] - [E:157| 100]: Train Loss:0.0015272, Val MRR:0.40322, ice001 +2023-05-26 04:23:58,420 - ice001 - [INFO] - [E:157| 200]: Train Loss:0.0015269, Val MRR:0.40322, ice001 +2023-05-26 04:25:02,626 - ice001 - [INFO] - [E:157| 300]: Train Loss:0.0015262, Val MRR:0.40322, ice001 +2023-05-26 04:26:06,746 - ice001 - [INFO] - [E:157| 400]: Train Loss:0.0015264, Val MRR:0.40322, ice001 +2023-05-26 04:27:11,011 - ice001 - [INFO] - [E:157| 500]: Train Loss:0.0015262, Val MRR:0.40322, ice001 +2023-05-26 04:28:15,142 - ice001 - [INFO] - [E:157| 600]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 04:29:19,313 - ice001 - [INFO] - [E:157| 700]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 04:30:23,433 - ice001 - [INFO] - [E:157| 800]: Train Loss:0.0015268, Val MRR:0.40322, ice001 +2023-05-26 04:31:27,592 - ice001 - [INFO] - [E:157| 900]: Train Loss:0.0015266, Val MRR:0.40322, ice001 +2023-05-26 04:32:12,791 - ice001 - [INFO] - [Epoch:157]: Training Loss:0.001527 + +2023-05-26 04:32:13,008 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 04:32:26,866 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 04:32:40,505 - ice001 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.42046, Head : 0.36652, Avg : 0.39349 + +2023-05-26 04:32:40,505 - ice001 - [INFO] - [Epoch 157]: Training Loss: 0.0015267, Valid MRR: 0.40322, + + + +2023-05-26 04:32:41,156 - ice001 - [INFO] - [E:158| 0]: Train Loss:0.001517, Val MRR:0.40322, ice001 +2023-05-26 04:33:45,365 - ice001 - [INFO] - [E:158| 100]: Train Loss:0.0015252, Val MRR:0.40322, ice001 +2023-05-26 04:34:49,532 - ice001 - [INFO] - [E:158| 200]: Train Loss:0.001526, Val MRR:0.40322, ice001 +2023-05-26 04:35:53,739 - ice001 - [INFO] - [E:158| 300]: Train Loss:0.0015261, Val MRR:0.40322, ice001 +2023-05-26 04:36:57,954 - ice001 - [INFO] - [E:158| 400]: Train Loss:0.0015263, Val MRR:0.40322, ice001 +2023-05-26 04:38:02,053 - ice001 - [INFO] - [E:158| 500]: Train Loss:0.0015264, Val MRR:0.40322, ice001 +2023-05-26 04:39:06,235 - ice001 - [INFO] - [E:158| 600]: Train Loss:0.0015264, Val MRR:0.40322, ice001 +2023-05-26 04:40:10,387 - ice001 - [INFO] - [E:158| 700]: Train Loss:0.0015263, Val MRR:0.40322, ice001 +2023-05-26 04:41:14,587 - ice001 - [INFO] - [E:158| 800]: Train Loss:0.0015264, Val MRR:0.40322, ice001 +2023-05-26 04:42:18,811 - ice001 - [INFO] - [E:158| 900]: Train Loss:0.0015265, Val MRR:0.40322, ice001 +2023-05-26 04:43:04,059 - ice001 - [INFO] - [Epoch:158]: Training Loss:0.001526 + +2023-05-26 04:43:04,277 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 04:43:18,129 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 04:43:31,764 - ice001 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.42511, Head : 0.37204, Avg : 0.39857 + +2023-05-26 04:43:31,764 - ice001 - [INFO] - [Epoch 158]: Training Loss: 0.0015264, Valid MRR: 0.40322, + + + +2023-05-26 04:43:32,414 - ice001 - [INFO] - [E:159| 0]: Train Loss:0.001518, Val MRR:0.40322, ice001 +2023-05-26 04:44:36,572 - ice001 - [INFO] - [E:159| 100]: Train Loss:0.0015233, Val MRR:0.40322, ice001 +2023-05-26 04:45:40,803 - ice001 - [INFO] - [E:159| 200]: Train Loss:0.0015243, Val MRR:0.40322, ice001 +2023-05-26 04:46:44,962 - ice001 - [INFO] - [E:159| 300]: Train Loss:0.0015247, Val MRR:0.40322, ice001 +2023-05-26 04:47:49,144 - ice001 - [INFO] - [E:159| 400]: Train Loss:0.0015257, Val MRR:0.40322, ice001 +2023-05-26 04:48:53,290 - ice001 - [INFO] - [E:159| 500]: Train Loss:0.0015253, Val MRR:0.40322, ice001 +2023-05-26 04:49:57,474 - ice001 - [INFO] - [E:159| 600]: Train Loss:0.0015253, Val MRR:0.40322, ice001 +2023-05-26 04:51:01,627 - ice001 - [INFO] - [E:159| 700]: Train Loss:0.0015258, Val MRR:0.40322, ice001 +2023-05-26 04:52:05,820 - ice001 - [INFO] - [E:159| 800]: Train Loss:0.0015256, Val MRR:0.40322, ice001 +2023-05-26 04:53:09,981 - ice001 - [INFO] - [E:159| 900]: Train Loss:0.0015258, Val MRR:0.40322, ice001 +2023-05-26 04:53:55,132 - ice001 - [INFO] - [Epoch:159]: Training Loss:0.001526 + +2023-05-26 04:53:55,350 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 04:54:09,236 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 04:54:22,881 - ice001 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.4254, Head : 0.37314, Avg : 0.39927 + MR: Tail : 625.82, Head : 715.85, Avg : 670.84 + Hit-1: Tail : 0.34021, Head : 0.29263, Avg : 0.31642 + Hit-3: Tail : 0.47312, Head : 0.41085, Avg : 0.44198 + Hit-10: Tail : 0.58053, Head : 0.52701, Avg : 0.55377 +2023-05-26 04:54:22,881 - ice001 - [INFO] - [Epoch 159]: Training Loss: 0.001526, Valid MRR: 0.40322, + + + +2023-05-26 04:54:23,530 - ice001 - [INFO] - [E:160| 0]: Train Loss:0.0015153, Val MRR:0.40322, ice001 +2023-05-26 04:55:27,656 - ice001 - [INFO] - [E:160| 100]: Train Loss:0.0015222, Val MRR:0.40322, ice001 +2023-05-26 04:56:31,908 - ice001 - [INFO] - [E:160| 200]: Train Loss:0.0015241, Val MRR:0.40322, ice001 +2023-05-26 04:57:36,019 - ice001 - [INFO] - [E:160| 300]: Train Loss:0.0015247, Val MRR:0.40322, ice001 +2023-05-26 04:58:40,266 - ice001 - [INFO] - [E:160| 400]: Train Loss:0.0015249, Val MRR:0.40322, ice001 +2023-05-26 04:59:44,379 - ice001 - [INFO] - [E:160| 500]: Train Loss:0.0015253, Val MRR:0.40322, ice001 +2023-05-26 05:00:48,589 - ice001 - [INFO] - [E:160| 600]: Train Loss:0.0015254, Val MRR:0.40322, ice001 +2023-05-26 05:01:52,644 - ice001 - [INFO] - [E:160| 700]: Train Loss:0.0015258, Val MRR:0.40322, ice001 +2023-05-26 05:02:56,806 - ice001 - [INFO] - [E:160| 800]: Train Loss:0.0015258, Val MRR:0.40322, ice001 +2023-05-26 05:04:00,974 - ice001 - [INFO] - [E:160| 900]: Train Loss:0.0015259, Val MRR:0.40322, ice001 +2023-05-26 05:04:46,102 - ice001 - [INFO] - [Epoch:160]: Training Loss:0.001526 + +2023-05-26 05:04:46,319 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 05:05:00,170 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 05:05:13,852 - ice001 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.42393, Head : 0.36944, Avg : 0.39669 + +2023-05-26 05:05:13,852 - ice001 - [INFO] - [Epoch 160]: Training Loss: 0.0015259, Valid MRR: 0.40322, + + + +2023-05-26 05:05:14,502 - ice001 - [INFO] - [E:161| 0]: Train Loss:0.0015228, Val MRR:0.40322, ice001 +2023-05-26 05:06:18,582 - ice001 - [INFO] - [E:161| 100]: Train Loss:0.0015244, Val MRR:0.40322, ice001 +2023-05-26 05:07:22,693 - ice001 - [INFO] - [E:161| 200]: Train Loss:0.0015244, Val MRR:0.40322, ice001 +2023-05-26 05:08:26,802 - ice001 - [INFO] - [E:161| 300]: Train Loss:0.0015246, Val MRR:0.40322, ice001 +2023-05-26 05:09:30,897 - ice001 - [INFO] - [E:161| 400]: Train Loss:0.0015252, Val MRR:0.40322, ice001 +2023-05-26 05:10:35,088 - ice001 - [INFO] - [E:161| 500]: Train Loss:0.0015254, Val MRR:0.40322, ice001 +2023-05-26 05:11:39,293 - ice001 - [INFO] - [E:161| 600]: Train Loss:0.0015257, Val MRR:0.40322, ice001 +2023-05-26 05:12:43,477 - ice001 - [INFO] - [E:161| 700]: Train Loss:0.0015255, Val MRR:0.40322, ice001 +2023-05-26 05:13:47,578 - ice001 - [INFO] - [E:161| 800]: Train Loss:0.0015256, Val MRR:0.40322, ice001 +2023-05-26 05:14:51,741 - ice001 - [INFO] - [E:161| 900]: Train Loss:0.0015258, Val MRR:0.40322, ice001 +2023-05-26 05:15:36,863 - ice001 - [INFO] - [Epoch:161]: Training Loss:0.001526 + +2023-05-26 05:15:37,080 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 05:15:50,917 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 05:16:04,532 - ice001 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.42793, Head : 0.37178, Avg : 0.39985 + +2023-05-26 05:16:04,532 - ice001 - [INFO] - [Epoch 161]: Training Loss: 0.0015257, Valid MRR: 0.40322, + + + +2023-05-26 05:16:05,183 - ice001 - [INFO] - [E:162| 0]: Train Loss:0.0015282, Val MRR:0.40322, ice001 +2023-05-26 05:17:09,338 - ice001 - [INFO] - [E:162| 100]: Train Loss:0.0015245, Val MRR:0.40322, ice001 +2023-05-26 05:18:13,466 - ice001 - [INFO] - [E:162| 200]: Train Loss:0.001525, Val MRR:0.40322, ice001 +2023-05-26 05:19:17,627 - ice001 - [INFO] - [E:162| 300]: Train Loss:0.0015245, Val MRR:0.40322, ice001 +2023-05-26 05:20:21,780 - ice001 - [INFO] - [E:162| 400]: Train Loss:0.0015244, Val MRR:0.40322, ice001 +2023-05-26 05:21:25,902 - ice001 - [INFO] - [E:162| 500]: Train Loss:0.0015246, Val MRR:0.40322, ice001 +2023-05-26 05:22:29,944 - ice001 - [INFO] - [E:162| 600]: Train Loss:0.001525, Val MRR:0.40322, ice001 +2023-05-26 05:23:34,078 - ice001 - [INFO] - [E:162| 700]: Train Loss:0.0015251, Val MRR:0.40322, ice001 +2023-05-26 05:24:38,157 - ice001 - [INFO] - [E:162| 800]: Train Loss:0.001525, Val MRR:0.40322, ice001 +2023-05-26 05:25:42,351 - ice001 - [INFO] - [E:162| 900]: Train Loss:0.0015252, Val MRR:0.40322, ice001 +2023-05-26 05:26:27,459 - ice001 - [INFO] - [Epoch:162]: Training Loss:0.001525 + +2023-05-26 05:26:27,678 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 05:26:41,545 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 05:26:55,178 - ice001 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.43041, Head : 0.37627, Avg : 0.40334 + +2023-05-26 05:26:56,783 - ice001 - [INFO] - [Epoch 162]: Training Loss: 0.0015252, Valid MRR: 0.40334, + + + +2023-05-26 05:26:57,432 - ice001 - [INFO] - [E:163| 0]: Train Loss:0.0015125, Val MRR:0.40334, ice001 +2023-05-26 05:28:01,580 - ice001 - [INFO] - [E:163| 100]: Train Loss:0.0015239, Val MRR:0.40334, ice001 +2023-05-26 05:29:05,700 - ice001 - [INFO] - [E:163| 200]: Train Loss:0.0015245, Val MRR:0.40334, ice001 +2023-05-26 05:30:09,921 - ice001 - [INFO] - [E:163| 300]: Train Loss:0.0015246, Val MRR:0.40334, ice001 +2023-05-26 05:31:14,036 - ice001 - [INFO] - [E:163| 400]: Train Loss:0.0015243, Val MRR:0.40334, ice001 +2023-05-26 05:32:18,205 - ice001 - [INFO] - [E:163| 500]: Train Loss:0.0015244, Val MRR:0.40334, ice001 +2023-05-26 05:33:22,380 - ice001 - [INFO] - [E:163| 600]: Train Loss:0.0015245, Val MRR:0.40334, ice001 +2023-05-26 05:34:26,558 - ice001 - [INFO] - [E:163| 700]: Train Loss:0.0015245, Val MRR:0.40334, ice001 +2023-05-26 05:35:30,715 - ice001 - [INFO] - [E:163| 800]: Train Loss:0.0015247, Val MRR:0.40334, ice001 +2023-05-26 05:36:34,957 - ice001 - [INFO] - [E:163| 900]: Train Loss:0.0015248, Val MRR:0.40334, ice001 +2023-05-26 05:37:20,039 - ice001 - [INFO] - [Epoch:163]: Training Loss:0.001525 + +2023-05-26 05:37:20,256 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 05:37:34,106 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 05:37:47,765 - ice001 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.43289, Head : 0.37605, Avg : 0.40447 + +2023-05-26 05:37:49,251 - ice001 - [INFO] - [Epoch 163]: Training Loss: 0.001525, Valid MRR: 0.40447, + + + +2023-05-26 05:37:49,900 - ice001 - [INFO] - [E:164| 0]: Train Loss:0.0015007, Val MRR:0.40447, ice001 +2023-05-26 05:38:54,114 - ice001 - [INFO] - [E:164| 100]: Train Loss:0.0015254, Val MRR:0.40447, ice001 +2023-05-26 05:39:58,211 - ice001 - [INFO] - [E:164| 200]: Train Loss:0.0015248, Val MRR:0.40447, ice001 +2023-05-26 05:41:02,369 - ice001 - [INFO] - [E:164| 300]: Train Loss:0.001524, Val MRR:0.40447, ice001 +2023-05-26 05:42:06,533 - ice001 - [INFO] - [E:164| 400]: Train Loss:0.0015243, Val MRR:0.40447, ice001 +2023-05-26 05:43:10,733 - ice001 - [INFO] - [E:164| 500]: Train Loss:0.0015241, Val MRR:0.40447, ice001 +2023-05-26 05:44:14,897 - ice001 - [INFO] - [E:164| 600]: Train Loss:0.0015241, Val MRR:0.40447, ice001 +2023-05-26 05:45:19,035 - ice001 - [INFO] - [E:164| 700]: Train Loss:0.0015244, Val MRR:0.40447, ice001 +2023-05-26 05:46:23,220 - ice001 - [INFO] - [E:164| 800]: Train Loss:0.0015244, Val MRR:0.40447, ice001 +2023-05-26 05:47:27,353 - ice001 - [INFO] - [E:164| 900]: Train Loss:0.0015245, Val MRR:0.40447, ice001 +2023-05-26 05:48:12,533 - ice001 - [INFO] - [Epoch:164]: Training Loss:0.001524 + +2023-05-26 05:48:12,749 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 05:48:26,610 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 05:48:40,239 - ice001 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.42271, Head : 0.37058, Avg : 0.39665 + +2023-05-26 05:48:40,239 - ice001 - [INFO] - [Epoch 164]: Training Loss: 0.0015245, Valid MRR: 0.40447, + + + +2023-05-26 05:48:40,888 - ice001 - [INFO] - [E:165| 0]: Train Loss:0.0015161, Val MRR:0.40447, ice001 +2023-05-26 05:49:45,006 - ice001 - [INFO] - [E:165| 100]: Train Loss:0.0015223, Val MRR:0.40447, ice001 +2023-05-26 05:50:49,236 - ice001 - [INFO] - [E:165| 200]: Train Loss:0.0015233, Val MRR:0.40447, ice001 +2023-05-26 05:51:53,401 - ice001 - [INFO] - [E:165| 300]: Train Loss:0.0015236, Val MRR:0.40447, ice001 +2023-05-26 05:52:57,622 - ice001 - [INFO] - [E:165| 400]: Train Loss:0.0015241, Val MRR:0.40447, ice001 +2023-05-26 05:54:01,825 - ice001 - [INFO] - [E:165| 500]: Train Loss:0.001524, Val MRR:0.40447, ice001 +2023-05-26 05:55:06,039 - ice001 - [INFO] - [E:165| 600]: Train Loss:0.001524, Val MRR:0.40447, ice001 +2023-05-26 05:56:10,199 - ice001 - [INFO] - [E:165| 700]: Train Loss:0.0015242, Val MRR:0.40447, ice001 +2023-05-26 05:57:14,381 - ice001 - [INFO] - [E:165| 800]: Train Loss:0.0015242, Val MRR:0.40447, ice001 +2023-05-26 05:58:18,473 - ice001 - [INFO] - [E:165| 900]: Train Loss:0.0015243, Val MRR:0.40447, ice001 +2023-05-26 05:59:03,650 - ice001 - [INFO] - [Epoch:165]: Training Loss:0.001524 + +2023-05-26 05:59:03,868 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 05:59:17,705 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 05:59:31,332 - ice001 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.43388, Head : 0.37888, Avg : 0.40638 + +2023-05-26 05:59:32,532 - ice001 - [INFO] - [Epoch 165]: Training Loss: 0.0015244, Valid MRR: 0.40638, + + + +2023-05-26 05:59:33,180 - ice001 - [INFO] - [E:166| 0]: Train Loss:0.0015299, Val MRR:0.40638, ice001 +2023-05-26 06:00:37,279 - ice001 - [INFO] - [E:166| 100]: Train Loss:0.0015235, Val MRR:0.40638, ice001 +2023-05-26 06:01:41,487 - ice001 - [INFO] - [E:166| 200]: Train Loss:0.0015239, Val MRR:0.40638, ice001 +2023-05-26 06:02:45,654 - ice001 - [INFO] - [E:166| 300]: Train Loss:0.0015239, Val MRR:0.40638, ice001 +2023-05-26 06:03:49,804 - ice001 - [INFO] - [E:166| 400]: Train Loss:0.001524, Val MRR:0.40638, ice001 +2023-05-26 06:04:53,985 - ice001 - [INFO] - [E:166| 500]: Train Loss:0.0015238, Val MRR:0.40638, ice001 +2023-05-26 06:05:58,179 - ice001 - [INFO] - [E:166| 600]: Train Loss:0.0015238, Val MRR:0.40638, ice001 +2023-05-26 06:07:02,261 - ice001 - [INFO] - [E:166| 700]: Train Loss:0.0015237, Val MRR:0.40638, ice001 +2023-05-26 06:08:06,387 - ice001 - [INFO] - [E:166| 800]: Train Loss:0.0015238, Val MRR:0.40638, ice001 +2023-05-26 06:09:10,496 - ice001 - [INFO] - [E:166| 900]: Train Loss:0.0015239, Val MRR:0.40638, ice001 +2023-05-26 06:09:55,637 - ice001 - [INFO] - [Epoch:166]: Training Loss:0.001524 + +2023-05-26 06:09:55,854 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 06:10:09,749 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 06:10:23,382 - ice001 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.43048, Head : 0.37731, Avg : 0.4039 + +2023-05-26 06:10:23,382 - ice001 - [INFO] - [Epoch 166]: Training Loss: 0.0015241, Valid MRR: 0.40638, + + + +2023-05-26 06:10:24,033 - ice001 - [INFO] - [E:167| 0]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 06:11:28,120 - ice001 - [INFO] - [E:167| 100]: Train Loss:0.0015228, Val MRR:0.40638, ice001 +2023-05-26 06:12:32,333 - ice001 - [INFO] - [E:167| 200]: Train Loss:0.0015229, Val MRR:0.40638, ice001 +2023-05-26 06:13:36,440 - ice001 - [INFO] - [E:167| 300]: Train Loss:0.0015232, Val MRR:0.40638, ice001 +2023-05-26 06:14:40,679 - ice001 - [INFO] - [E:167| 400]: Train Loss:0.0015232, Val MRR:0.40638, ice001 +2023-05-26 06:15:44,794 - ice001 - [INFO] - [E:167| 500]: Train Loss:0.0015236, Val MRR:0.40638, ice001 +2023-05-26 06:16:48,993 - ice001 - [INFO] - [E:167| 600]: Train Loss:0.0015238, Val MRR:0.40638, ice001 +2023-05-26 06:17:53,175 - ice001 - [INFO] - [E:167| 700]: Train Loss:0.0015236, Val MRR:0.40638, ice001 +2023-05-26 06:18:57,326 - ice001 - [INFO] - [E:167| 800]: Train Loss:0.0015234, Val MRR:0.40638, ice001 +2023-05-26 06:20:01,459 - ice001 - [INFO] - [E:167| 900]: Train Loss:0.0015235, Val MRR:0.40638, ice001 +2023-05-26 06:20:46,573 - ice001 - [INFO] - [Epoch:167]: Training Loss:0.001524 + +2023-05-26 06:20:46,790 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 06:21:00,640 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 06:21:14,306 - ice001 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.42589, Head : 0.37159, Avg : 0.39874 + +2023-05-26 06:21:14,306 - ice001 - [INFO] - [Epoch 167]: Training Loss: 0.0015236, Valid MRR: 0.40638, + + + +2023-05-26 06:21:14,976 - ice001 - [INFO] - [E:168| 0]: Train Loss:0.0015323, Val MRR:0.40638, ice001 +2023-05-26 06:22:19,201 - ice001 - [INFO] - [E:168| 100]: Train Loss:0.0015214, Val MRR:0.40638, ice001 +2023-05-26 06:23:23,378 - ice001 - [INFO] - [E:168| 200]: Train Loss:0.0015214, Val MRR:0.40638, ice001 +2023-05-26 06:24:27,629 - ice001 - [INFO] - [E:168| 300]: Train Loss:0.0015219, Val MRR:0.40638, ice001 +2023-05-26 06:25:31,793 - ice001 - [INFO] - [E:168| 400]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 06:26:36,076 - ice001 - [INFO] - [E:168| 500]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 06:27:40,196 - ice001 - [INFO] - [E:168| 600]: Train Loss:0.0015226, Val MRR:0.40638, ice001 +2023-05-26 06:28:44,436 - ice001 - [INFO] - [E:168| 700]: Train Loss:0.0015228, Val MRR:0.40638, ice001 +2023-05-26 06:29:48,636 - ice001 - [INFO] - [E:168| 800]: Train Loss:0.0015231, Val MRR:0.40638, ice001 +2023-05-26 06:30:52,898 - ice001 - [INFO] - [E:168| 900]: Train Loss:0.0015231, Val MRR:0.40638, ice001 +2023-05-26 06:31:38,013 - ice001 - [INFO] - [Epoch:168]: Training Loss:0.001523 + +2023-05-26 06:31:38,231 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 06:31:52,096 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 06:32:05,732 - ice001 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.43049, Head : 0.37755, Avg : 0.40402 + +2023-05-26 06:32:05,733 - ice001 - [INFO] - [Epoch 168]: Training Loss: 0.0015234, Valid MRR: 0.40638, + + + +2023-05-26 06:32:06,382 - ice001 - [INFO] - [E:169| 0]: Train Loss:0.0015161, Val MRR:0.40638, ice001 +2023-05-26 06:33:10,612 - ice001 - [INFO] - [E:169| 100]: Train Loss:0.001522, Val MRR:0.40638, ice001 +2023-05-26 06:34:14,713 - ice001 - [INFO] - [E:169| 200]: Train Loss:0.0015227, Val MRR:0.40638, ice001 +2023-05-26 06:35:18,896 - ice001 - [INFO] - [E:169| 300]: Train Loss:0.0015227, Val MRR:0.40638, ice001 +2023-05-26 06:36:23,054 - ice001 - [INFO] - [E:169| 400]: Train Loss:0.0015225, Val MRR:0.40638, ice001 +2023-05-26 06:37:27,269 - ice001 - [INFO] - [E:169| 500]: Train Loss:0.001523, Val MRR:0.40638, ice001 +2023-05-26 06:38:31,409 - ice001 - [INFO] - [E:169| 600]: Train Loss:0.0015229, Val MRR:0.40638, ice001 +2023-05-26 06:39:35,614 - ice001 - [INFO] - [E:169| 700]: Train Loss:0.001523, Val MRR:0.40638, ice001 +2023-05-26 06:40:39,794 - ice001 - [INFO] - [E:169| 800]: Train Loss:0.0015233, Val MRR:0.40638, ice001 +2023-05-26 06:41:44,053 - ice001 - [INFO] - [E:169| 900]: Train Loss:0.0015231, Val MRR:0.40638, ice001 +2023-05-26 06:42:29,118 - ice001 - [INFO] - [Epoch:169]: Training Loss:0.001523 + +2023-05-26 06:42:29,335 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 06:42:43,195 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 06:42:56,829 - ice001 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.42371, Head : 0.37097, Avg : 0.39734 + MR: Tail : 619.19, Head : 732.13, Avg : 675.66 + Hit-1: Tail : 0.339, Head : 0.29057, Avg : 0.31478 + Hit-3: Tail : 0.46911, Head : 0.41012, Avg : 0.43962 + Hit-10: Tail : 0.58041, Head : 0.52227, Avg : 0.55134 +2023-05-26 06:42:56,829 - ice001 - [INFO] - [Epoch 169]: Training Loss: 0.001523, Valid MRR: 0.40638, + + + +2023-05-26 06:42:57,480 - ice001 - [INFO] - [E:170| 0]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 06:44:01,675 - ice001 - [INFO] - [E:170| 100]: Train Loss:0.0015226, Val MRR:0.40638, ice001 +2023-05-26 06:45:05,827 - ice001 - [INFO] - [E:170| 200]: Train Loss:0.0015216, Val MRR:0.40638, ice001 +2023-05-26 06:46:10,040 - ice001 - [INFO] - [E:170| 300]: Train Loss:0.0015223, Val MRR:0.40638, ice001 +2023-05-26 06:47:14,192 - ice001 - [INFO] - [E:170| 400]: Train Loss:0.0015222, Val MRR:0.40638, ice001 +2023-05-26 06:48:18,387 - ice001 - [INFO] - [E:170| 500]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 06:49:22,508 - ice001 - [INFO] - [E:170| 600]: Train Loss:0.0015223, Val MRR:0.40638, ice001 +2023-05-26 06:50:26,700 - ice001 - [INFO] - [E:170| 700]: Train Loss:0.0015224, Val MRR:0.40638, ice001 +2023-05-26 06:51:30,826 - ice001 - [INFO] - [E:170| 800]: Train Loss:0.0015226, Val MRR:0.40638, ice001 +2023-05-26 06:52:35,036 - ice001 - [INFO] - [E:170| 900]: Train Loss:0.0015228, Val MRR:0.40638, ice001 +2023-05-26 06:53:20,150 - ice001 - [INFO] - [Epoch:170]: Training Loss:0.001523 + +2023-05-26 06:53:20,368 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 06:53:34,220 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 06:53:47,883 - ice001 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.42796, Head : 0.3718, Avg : 0.39988 + +2023-05-26 06:53:47,883 - ice001 - [INFO] - [Epoch 170]: Training Loss: 0.0015228, Valid MRR: 0.40638, + + + +2023-05-26 06:53:48,534 - ice001 - [INFO] - [E:171| 0]: Train Loss:0.0015232, Val MRR:0.40638, ice001 +2023-05-26 06:54:52,885 - ice001 - [INFO] - [E:171| 100]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 06:55:57,039 - ice001 - [INFO] - [E:171| 200]: Train Loss:0.0015227, Val MRR:0.40638, ice001 +2023-05-26 06:57:01,273 - ice001 - [INFO] - [E:171| 300]: Train Loss:0.0015219, Val MRR:0.40638, ice001 +2023-05-26 06:58:05,469 - ice001 - [INFO] - [E:171| 400]: Train Loss:0.001522, Val MRR:0.40638, ice001 +2023-05-26 06:59:09,668 - ice001 - [INFO] - [E:171| 500]: Train Loss:0.0015223, Val MRR:0.40638, ice001 +2023-05-26 07:00:13,851 - ice001 - [INFO] - [E:171| 600]: Train Loss:0.0015222, Val MRR:0.40638, ice001 +2023-05-26 07:01:18,076 - ice001 - [INFO] - [E:171| 700]: Train Loss:0.0015224, Val MRR:0.40638, ice001 +2023-05-26 07:02:22,269 - ice001 - [INFO] - [E:171| 800]: Train Loss:0.0015226, Val MRR:0.40638, ice001 +2023-05-26 07:03:26,410 - ice001 - [INFO] - [E:171| 900]: Train Loss:0.0015226, Val MRR:0.40638, ice001 +2023-05-26 07:04:11,559 - ice001 - [INFO] - [Epoch:171]: Training Loss:0.001523 + +2023-05-26 07:04:11,776 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 07:04:25,630 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 07:04:39,267 - ice001 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.42926, Head : 0.37297, Avg : 0.40112 + +2023-05-26 07:04:39,267 - ice001 - [INFO] - [Epoch 171]: Training Loss: 0.0015226, Valid MRR: 0.40638, + + + +2023-05-26 07:04:39,919 - ice001 - [INFO] - [E:172| 0]: Train Loss:0.0015272, Val MRR:0.40638, ice001 +2023-05-26 07:05:44,113 - ice001 - [INFO] - [E:172| 100]: Train Loss:0.0015223, Val MRR:0.40638, ice001 +2023-05-26 07:06:48,271 - ice001 - [INFO] - [E:172| 200]: Train Loss:0.001521, Val MRR:0.40638, ice001 +2023-05-26 07:07:52,431 - ice001 - [INFO] - [E:172| 300]: Train Loss:0.0015209, Val MRR:0.40638, ice001 +2023-05-26 07:08:56,646 - ice001 - [INFO] - [E:172| 400]: Train Loss:0.0015214, Val MRR:0.40638, ice001 +2023-05-26 07:10:00,824 - ice001 - [INFO] - [E:172| 500]: Train Loss:0.001522, Val MRR:0.40638, ice001 +2023-05-26 07:11:05,059 - ice001 - [INFO] - [E:172| 600]: Train Loss:0.0015223, Val MRR:0.40638, ice001 +2023-05-26 07:12:09,274 - ice001 - [INFO] - [E:172| 700]: Train Loss:0.0015225, Val MRR:0.40638, ice001 +2023-05-26 07:13:13,510 - ice001 - [INFO] - [E:172| 800]: Train Loss:0.0015226, Val MRR:0.40638, ice001 +2023-05-26 07:14:17,676 - ice001 - [INFO] - [E:172| 900]: Train Loss:0.0015226, Val MRR:0.40638, ice001 +2023-05-26 07:15:02,922 - ice001 - [INFO] - [Epoch:172]: Training Loss:0.001523 + +2023-05-26 07:15:03,140 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 07:15:17,013 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 07:15:30,659 - ice001 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.42685, Head : 0.36982, Avg : 0.39833 + +2023-05-26 07:15:30,659 - ice001 - [INFO] - [Epoch 172]: Training Loss: 0.0015227, Valid MRR: 0.40638, + + + +2023-05-26 07:15:31,310 - ice001 - [INFO] - [E:173| 0]: Train Loss:0.0015229, Val MRR:0.40638, ice001 +2023-05-26 07:16:35,500 - ice001 - [INFO] - [E:173| 100]: Train Loss:0.0015228, Val MRR:0.40638, ice001 +2023-05-26 07:17:39,699 - ice001 - [INFO] - [E:173| 200]: Train Loss:0.0015226, Val MRR:0.40638, ice001 +2023-05-26 07:18:43,915 - ice001 - [INFO] - [E:173| 300]: Train Loss:0.0015217, Val MRR:0.40638, ice001 +2023-05-26 07:19:48,109 - ice001 - [INFO] - [E:173| 400]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 07:20:52,286 - ice001 - [INFO] - [E:173| 500]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 07:21:56,495 - ice001 - [INFO] - [E:173| 600]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 07:23:00,670 - ice001 - [INFO] - [E:173| 700]: Train Loss:0.0015223, Val MRR:0.40638, ice001 +2023-05-26 07:24:04,876 - ice001 - [INFO] - [E:173| 800]: Train Loss:0.0015223, Val MRR:0.40638, ice001 +2023-05-26 07:25:09,013 - ice001 - [INFO] - [E:173| 900]: Train Loss:0.0015224, Val MRR:0.40638, ice001 +2023-05-26 07:25:54,156 - ice001 - [INFO] - [Epoch:173]: Training Loss:0.001522 + +2023-05-26 07:25:54,373 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 07:26:08,254 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 07:26:21,952 - ice001 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.42863, Head : 0.37257, Avg : 0.4006 + +2023-05-26 07:26:21,952 - ice001 - [INFO] - [Epoch 173]: Training Loss: 0.0015224, Valid MRR: 0.40638, + + + +2023-05-26 07:26:22,601 - ice001 - [INFO] - [E:174| 0]: Train Loss:0.0015121, Val MRR:0.40638, ice001 +2023-05-26 07:27:26,739 - ice001 - [INFO] - [E:174| 100]: Train Loss:0.0015224, Val MRR:0.40638, ice001 +2023-05-26 07:28:30,927 - ice001 - [INFO] - [E:174| 200]: Train Loss:0.0015218, Val MRR:0.40638, ice001 +2023-05-26 07:29:35,125 - ice001 - [INFO] - [E:174| 300]: Train Loss:0.0015217, Val MRR:0.40638, ice001 +2023-05-26 07:30:39,275 - ice001 - [INFO] - [E:174| 400]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 07:31:43,414 - ice001 - [INFO] - [E:174| 500]: Train Loss:0.0015218, Val MRR:0.40638, ice001 +2023-05-26 07:32:47,596 - ice001 - [INFO] - [E:174| 600]: Train Loss:0.001522, Val MRR:0.40638, ice001 +2023-05-26 07:33:51,837 - ice001 - [INFO] - [E:174| 700]: Train Loss:0.0015223, Val MRR:0.40638, ice001 +2023-05-26 07:34:56,072 - ice001 - [INFO] - [E:174| 800]: Train Loss:0.0015222, Val MRR:0.40638, ice001 +2023-05-26 07:36:00,271 - ice001 - [INFO] - [E:174| 900]: Train Loss:0.0015222, Val MRR:0.40638, ice001 +2023-05-26 07:36:45,427 - ice001 - [INFO] - [Epoch:174]: Training Loss:0.001522 + +2023-05-26 07:36:45,645 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 07:36:59,498 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 07:37:13,139 - ice001 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.42797, Head : 0.37159, Avg : 0.39978 + +2023-05-26 07:37:13,139 - ice001 - [INFO] - [Epoch 174]: Training Loss: 0.0015224, Valid MRR: 0.40638, + + + +2023-05-26 07:37:13,795 - ice001 - [INFO] - [E:175| 0]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 07:38:18,002 - ice001 - [INFO] - [E:175| 100]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 07:39:22,181 - ice001 - [INFO] - [E:175| 200]: Train Loss:0.0015211, Val MRR:0.40638, ice001 +2023-05-26 07:40:26,405 - ice001 - [INFO] - [E:175| 300]: Train Loss:0.0015214, Val MRR:0.40638, ice001 +2023-05-26 07:41:30,594 - ice001 - [INFO] - [E:175| 400]: Train Loss:0.0015212, Val MRR:0.40638, ice001 +2023-05-26 07:42:34,840 - ice001 - [INFO] - [E:175| 500]: Train Loss:0.0015212, Val MRR:0.40638, ice001 +2023-05-26 07:43:38,977 - ice001 - [INFO] - [E:175| 600]: Train Loss:0.0015213, Val MRR:0.40638, ice001 +2023-05-26 07:44:43,215 - ice001 - [INFO] - [E:175| 700]: Train Loss:0.0015215, Val MRR:0.40638, ice001 +2023-05-26 07:45:47,352 - ice001 - [INFO] - [E:175| 800]: Train Loss:0.0015215, Val MRR:0.40638, ice001 +2023-05-26 07:46:51,566 - ice001 - [INFO] - [E:175| 900]: Train Loss:0.0015217, Val MRR:0.40638, ice001 +2023-05-26 07:47:36,700 - ice001 - [INFO] - [Epoch:175]: Training Loss:0.001522 + +2023-05-26 07:47:36,917 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 07:47:50,767 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 07:48:04,424 - ice001 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.42476, Head : 0.37356, Avg : 0.39916 + +2023-05-26 07:48:04,424 - ice001 - [INFO] - [Epoch 175]: Training Loss: 0.0015219, Valid MRR: 0.40638, + + + +2023-05-26 07:48:05,075 - ice001 - [INFO] - [E:176| 0]: Train Loss:0.0015344, Val MRR:0.40638, ice001 +2023-05-26 07:49:09,294 - ice001 - [INFO] - [E:176| 100]: Train Loss:0.0015208, Val MRR:0.40638, ice001 +2023-05-26 07:50:13,431 - ice001 - [INFO] - [E:176| 200]: Train Loss:0.0015207, Val MRR:0.40638, ice001 +2023-05-26 07:51:17,641 - ice001 - [INFO] - [E:176| 300]: Train Loss:0.0015209, Val MRR:0.40638, ice001 +2023-05-26 07:52:21,824 - ice001 - [INFO] - [E:176| 400]: Train Loss:0.0015209, Val MRR:0.40638, ice001 +2023-05-26 07:53:26,087 - ice001 - [INFO] - [E:176| 500]: Train Loss:0.001521, Val MRR:0.40638, ice001 +2023-05-26 07:54:30,215 - ice001 - [INFO] - [E:176| 600]: Train Loss:0.0015212, Val MRR:0.40638, ice001 +2023-05-26 07:55:34,411 - ice001 - [INFO] - [E:176| 700]: Train Loss:0.0015213, Val MRR:0.40638, ice001 +2023-05-26 07:56:38,581 - ice001 - [INFO] - [E:176| 800]: Train Loss:0.0015215, Val MRR:0.40638, ice001 +2023-05-26 07:57:42,850 - ice001 - [INFO] - [E:176| 900]: Train Loss:0.0015218, Val MRR:0.40638, ice001 +2023-05-26 07:58:27,967 - ice001 - [INFO] - [Epoch:176]: Training Loss:0.001522 + +2023-05-26 07:58:28,184 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 07:58:42,054 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 07:58:55,702 - ice001 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.42652, Head : 0.37269, Avg : 0.3996 + +2023-05-26 07:58:55,702 - ice001 - [INFO] - [Epoch 176]: Training Loss: 0.0015218, Valid MRR: 0.40638, + + + +2023-05-26 07:58:56,356 - ice001 - [INFO] - [E:177| 0]: Train Loss:0.0015155, Val MRR:0.40638, ice001 +2023-05-26 08:00:00,560 - ice001 - [INFO] - [E:177| 100]: Train Loss:0.0015218, Val MRR:0.40638, ice001 +2023-05-26 08:01:04,685 - ice001 - [INFO] - [E:177| 200]: Train Loss:0.001521, Val MRR:0.40638, ice001 +2023-05-26 08:02:08,854 - ice001 - [INFO] - [E:177| 300]: Train Loss:0.0015209, Val MRR:0.40638, ice001 +2023-05-26 08:03:12,981 - ice001 - [INFO] - [E:177| 400]: Train Loss:0.0015208, Val MRR:0.40638, ice001 +2023-05-26 08:04:17,152 - ice001 - [INFO] - [E:177| 500]: Train Loss:0.0015211, Val MRR:0.40638, ice001 +2023-05-26 08:05:21,361 - ice001 - [INFO] - [E:177| 600]: Train Loss:0.0015213, Val MRR:0.40638, ice001 +2023-05-26 08:06:25,503 - ice001 - [INFO] - [E:177| 700]: Train Loss:0.0015214, Val MRR:0.40638, ice001 +2023-05-26 08:07:29,668 - ice001 - [INFO] - [E:177| 800]: Train Loss:0.0015213, Val MRR:0.40638, ice001 +2023-05-26 08:08:33,800 - ice001 - [INFO] - [E:177| 900]: Train Loss:0.0015212, Val MRR:0.40638, ice001 +2023-05-26 08:09:19,049 - ice001 - [INFO] - [Epoch:177]: Training Loss:0.001521 + +2023-05-26 08:09:19,267 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 08:09:33,109 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 08:09:46,750 - ice001 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.42911, Head : 0.37887, Avg : 0.40399 + +2023-05-26 08:09:46,750 - ice001 - [INFO] - [Epoch 177]: Training Loss: 0.0015214, Valid MRR: 0.40638, + + + +2023-05-26 08:09:47,400 - ice001 - [INFO] - [E:178| 0]: Train Loss:0.0015464, Val MRR:0.40638, ice001 +2023-05-26 08:10:51,514 - ice001 - [INFO] - [E:178| 100]: Train Loss:0.0015219, Val MRR:0.40638, ice001 +2023-05-26 08:11:55,678 - ice001 - [INFO] - [E:178| 200]: Train Loss:0.0015213, Val MRR:0.40638, ice001 +2023-05-26 08:12:59,932 - ice001 - [INFO] - [E:178| 300]: Train Loss:0.001521, Val MRR:0.40638, ice001 +2023-05-26 08:14:04,196 - ice001 - [INFO] - [E:178| 400]: Train Loss:0.0015208, Val MRR:0.40638, ice001 +2023-05-26 08:15:08,286 - ice001 - [INFO] - [E:178| 500]: Train Loss:0.0015211, Val MRR:0.40638, ice001 +2023-05-26 08:16:12,555 - ice001 - [INFO] - [E:178| 600]: Train Loss:0.0015212, Val MRR:0.40638, ice001 +2023-05-26 08:17:16,684 - ice001 - [INFO] - [E:178| 700]: Train Loss:0.0015212, Val MRR:0.40638, ice001 +2023-05-26 08:18:20,947 - ice001 - [INFO] - [E:178| 800]: Train Loss:0.0015211, Val MRR:0.40638, ice001 +2023-05-26 08:19:25,079 - ice001 - [INFO] - [E:178| 900]: Train Loss:0.0015211, Val MRR:0.40638, ice001 +2023-05-26 08:20:10,309 - ice001 - [INFO] - [Epoch:178]: Training Loss:0.001521 + +2023-05-26 08:20:10,526 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 08:20:24,387 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 08:20:38,026 - ice001 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.431, Head : 0.37689, Avg : 0.40394 + +2023-05-26 08:20:38,026 - ice001 - [INFO] - [Epoch 178]: Training Loss: 0.0015211, Valid MRR: 0.40638, + + + +2023-05-26 08:20:38,676 - ice001 - [INFO] - [E:179| 0]: Train Loss:0.00153, Val MRR:0.40638, ice001 +2023-05-26 08:21:42,873 - ice001 - [INFO] - [E:179| 100]: Train Loss:0.00152, Val MRR:0.40638, ice001 +2023-05-26 08:22:47,098 - ice001 - [INFO] - [E:179| 200]: Train Loss:0.0015201, Val MRR:0.40638, ice001 +2023-05-26 08:23:51,211 - ice001 - [INFO] - [E:179| 300]: Train Loss:0.0015203, Val MRR:0.40638, ice001 +2023-05-26 08:24:55,407 - ice001 - [INFO] - [E:179| 400]: Train Loss:0.0015202, Val MRR:0.40638, ice001 +2023-05-26 08:25:59,641 - ice001 - [INFO] - [E:179| 500]: Train Loss:0.0015204, Val MRR:0.40638, ice001 +2023-05-26 08:27:03,878 - ice001 - [INFO] - [E:179| 600]: Train Loss:0.0015204, Val MRR:0.40638, ice001 +2023-05-26 08:28:07,981 - ice001 - [INFO] - [E:179| 700]: Train Loss:0.0015204, Val MRR:0.40638, ice001 +2023-05-26 08:29:12,236 - ice001 - [INFO] - [E:179| 800]: Train Loss:0.0015206, Val MRR:0.40638, ice001 +2023-05-26 08:30:16,427 - ice001 - [INFO] - [E:179| 900]: Train Loss:0.0015209, Val MRR:0.40638, ice001 +2023-05-26 08:31:01,571 - ice001 - [INFO] - [Epoch:179]: Training Loss:0.001521 + +2023-05-26 08:31:01,788 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 08:31:15,691 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 08:31:29,347 - ice001 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.43187, Head : 0.37775, Avg : 0.40481 + MR: Tail : 590.72, Head : 686.63, Avg : 638.68 + Hit-1: Tail : 0.34834, Head : 0.29992, Avg : 0.32413 + Hit-3: Tail : 0.47506, Head : 0.41607, Avg : 0.44556 + Hit-10: Tail : 0.58818, Head : 0.52531, Avg : 0.55674 +2023-05-26 08:31:29,347 - ice001 - [INFO] - [Epoch 179]: Training Loss: 0.001521, Valid MRR: 0.40638, + + + +2023-05-26 08:31:29,999 - ice001 - [INFO] - [E:180| 0]: Train Loss:0.0015108, Val MRR:0.40638, ice001 +2023-05-26 08:32:34,160 - ice001 - [INFO] - [E:180| 100]: Train Loss:0.0015188, Val MRR:0.40638, ice001 +2023-05-26 08:33:38,432 - ice001 - [INFO] - [E:180| 200]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 08:34:42,554 - ice001 - [INFO] - [E:180| 300]: Train Loss:0.0015197, Val MRR:0.40638, ice001 +2023-05-26 08:35:46,738 - ice001 - [INFO] - [E:180| 400]: Train Loss:0.00152, Val MRR:0.40638, ice001 +2023-05-26 08:36:50,974 - ice001 - [INFO] - [E:180| 500]: Train Loss:0.0015202, Val MRR:0.40638, ice001 +2023-05-26 08:37:55,268 - ice001 - [INFO] - [E:180| 600]: Train Loss:0.0015203, Val MRR:0.40638, ice001 +2023-05-26 08:38:59,425 - ice001 - [INFO] - [E:180| 700]: Train Loss:0.0015204, Val MRR:0.40638, ice001 +2023-05-26 08:40:03,553 - ice001 - [INFO] - [E:180| 800]: Train Loss:0.0015204, Val MRR:0.40638, ice001 +2023-05-26 08:41:07,721 - ice001 - [INFO] - [E:180| 900]: Train Loss:0.0015205, Val MRR:0.40638, ice001 +2023-05-26 08:41:52,797 - ice001 - [INFO] - [Epoch:180]: Training Loss:0.001521 + +2023-05-26 08:41:53,014 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 08:42:06,860 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 08:42:20,542 - ice001 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.42782, Head : 0.37334, Avg : 0.40058 + +2023-05-26 08:42:20,542 - ice001 - [INFO] - [Epoch 180]: Training Loss: 0.0015208, Valid MRR: 0.40638, + + + +2023-05-26 08:42:21,193 - ice001 - [INFO] - [E:181| 0]: Train Loss:0.0015217, Val MRR:0.40638, ice001 +2023-05-26 08:43:25,414 - ice001 - [INFO] - [E:181| 100]: Train Loss:0.0015208, Val MRR:0.40638, ice001 +2023-05-26 08:44:29,635 - ice001 - [INFO] - [E:181| 200]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 08:45:33,863 - ice001 - [INFO] - [E:181| 300]: Train Loss:0.0015189, Val MRR:0.40638, ice001 +2023-05-26 08:46:38,026 - ice001 - [INFO] - [E:181| 400]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 08:47:42,330 - ice001 - [INFO] - [E:181| 500]: Train Loss:0.0015196, Val MRR:0.40638, ice001 +2023-05-26 08:48:46,481 - ice001 - [INFO] - [E:181| 600]: Train Loss:0.0015199, Val MRR:0.40638, ice001 +2023-05-26 08:49:50,733 - ice001 - [INFO] - [E:181| 700]: Train Loss:0.0015201, Val MRR:0.40638, ice001 +2023-05-26 08:50:54,974 - ice001 - [INFO] - [E:181| 800]: Train Loss:0.0015204, Val MRR:0.40638, ice001 +2023-05-26 08:51:59,249 - ice001 - [INFO] - [E:181| 900]: Train Loss:0.0015208, Val MRR:0.40638, ice001 +2023-05-26 08:52:44,346 - ice001 - [INFO] - [Epoch:181]: Training Loss:0.001521 + +2023-05-26 08:52:44,564 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 08:52:58,431 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 08:53:12,091 - ice001 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.42946, Head : 0.37338, Avg : 0.40142 + +2023-05-26 08:53:12,091 - ice001 - [INFO] - [Epoch 181]: Training Loss: 0.0015208, Valid MRR: 0.40638, + + + +2023-05-26 08:53:12,740 - ice001 - [INFO] - [E:182| 0]: Train Loss:0.0015369, Val MRR:0.40638, ice001 +2023-05-26 08:54:16,945 - ice001 - [INFO] - [E:182| 100]: Train Loss:0.0015195, Val MRR:0.40638, ice001 +2023-05-26 08:55:21,121 - ice001 - [INFO] - [E:182| 200]: Train Loss:0.0015198, Val MRR:0.40638, ice001 +2023-05-26 08:56:25,361 - ice001 - [INFO] - [E:182| 300]: Train Loss:0.0015196, Val MRR:0.40638, ice001 +2023-05-26 08:57:29,613 - ice001 - [INFO] - [E:182| 400]: Train Loss:0.0015203, Val MRR:0.40638, ice001 +2023-05-26 08:58:33,923 - ice001 - [INFO] - [E:182| 500]: Train Loss:0.0015202, Val MRR:0.40638, ice001 +2023-05-26 08:59:38,187 - ice001 - [INFO] - [E:182| 600]: Train Loss:0.0015203, Val MRR:0.40638, ice001 +2023-05-26 09:00:42,461 - ice001 - [INFO] - [E:182| 700]: Train Loss:0.0015202, Val MRR:0.40638, ice001 +2023-05-26 09:01:46,704 - ice001 - [INFO] - [E:182| 800]: Train Loss:0.0015203, Val MRR:0.40638, ice001 +2023-05-26 09:02:50,935 - ice001 - [INFO] - [E:182| 900]: Train Loss:0.0015203, Val MRR:0.40638, ice001 +2023-05-26 09:03:36,106 - ice001 - [INFO] - [Epoch:182]: Training Loss:0.00152 + +2023-05-26 09:03:36,323 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 09:03:50,183 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 09:04:03,828 - ice001 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.42755, Head : 0.37133, Avg : 0.39944 + +2023-05-26 09:04:03,828 - ice001 - [INFO] - [Epoch 182]: Training Loss: 0.0015203, Valid MRR: 0.40638, + + + +2023-05-26 09:04:04,481 - ice001 - [INFO] - [E:183| 0]: Train Loss:0.0015286, Val MRR:0.40638, ice001 +2023-05-26 09:05:08,727 - ice001 - [INFO] - [E:183| 100]: Train Loss:0.00152, Val MRR:0.40638, ice001 +2023-05-26 09:06:12,920 - ice001 - [INFO] - [E:183| 200]: Train Loss:0.0015203, Val MRR:0.40638, ice001 +2023-05-26 09:07:17,155 - ice001 - [INFO] - [E:183| 300]: Train Loss:0.0015197, Val MRR:0.40638, ice001 +2023-05-26 09:08:21,389 - ice001 - [INFO] - [E:183| 400]: Train Loss:0.0015195, Val MRR:0.40638, ice001 +2023-05-26 09:09:25,676 - ice001 - [INFO] - [E:183| 500]: Train Loss:0.0015198, Val MRR:0.40638, ice001 +2023-05-26 09:10:29,854 - ice001 - [INFO] - [E:183| 600]: Train Loss:0.0015199, Val MRR:0.40638, ice001 +2023-05-26 09:11:34,139 - ice001 - [INFO] - [E:183| 700]: Train Loss:0.00152, Val MRR:0.40638, ice001 +2023-05-26 09:12:38,279 - ice001 - [INFO] - [E:183| 800]: Train Loss:0.0015202, Val MRR:0.40638, ice001 +2023-05-26 09:13:42,482 - ice001 - [INFO] - [E:183| 900]: Train Loss:0.0015202, Val MRR:0.40638, ice001 +2023-05-26 09:14:27,656 - ice001 - [INFO] - [Epoch:183]: Training Loss:0.00152 + +2023-05-26 09:14:27,874 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 09:14:41,737 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 09:14:55,379 - ice001 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.42521, Head : 0.36884, Avg : 0.39702 + +2023-05-26 09:14:55,380 - ice001 - [INFO] - [Epoch 183]: Training Loss: 0.0015203, Valid MRR: 0.40638, + + + +2023-05-26 09:14:56,039 - ice001 - [INFO] - [E:184| 0]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 09:16:00,254 - ice001 - [INFO] - [E:184| 100]: Train Loss:0.0015209, Val MRR:0.40638, ice001 +2023-05-26 09:17:04,378 - ice001 - [INFO] - [E:184| 200]: Train Loss:0.0015188, Val MRR:0.40638, ice001 +2023-05-26 09:18:08,534 - ice001 - [INFO] - [E:184| 300]: Train Loss:0.0015195, Val MRR:0.40638, ice001 +2023-05-26 09:19:12,781 - ice001 - [INFO] - [E:184| 400]: Train Loss:0.0015194, Val MRR:0.40638, ice001 +2023-05-26 09:20:16,968 - ice001 - [INFO] - [E:184| 500]: Train Loss:0.0015197, Val MRR:0.40638, ice001 +2023-05-26 09:21:21,128 - ice001 - [INFO] - [E:184| 600]: Train Loss:0.0015195, Val MRR:0.40638, ice001 +2023-05-26 09:22:25,290 - ice001 - [INFO] - [E:184| 700]: Train Loss:0.0015194, Val MRR:0.40638, ice001 +2023-05-26 09:23:29,470 - ice001 - [INFO] - [E:184| 800]: Train Loss:0.0015196, Val MRR:0.40638, ice001 +2023-05-26 09:24:33,576 - ice001 - [INFO] - [E:184| 900]: Train Loss:0.0015199, Val MRR:0.40638, ice001 +2023-05-26 09:25:18,755 - ice001 - [INFO] - [Epoch:184]: Training Loss:0.00152 + +2023-05-26 09:25:18,972 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 09:25:32,833 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 09:25:46,483 - ice001 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.42554, Head : 0.37209, Avg : 0.39882 + +2023-05-26 09:25:46,483 - ice001 - [INFO] - [Epoch 184]: Training Loss: 0.0015198, Valid MRR: 0.40638, + + + +2023-05-26 09:25:47,134 - ice001 - [INFO] - [E:185| 0]: Train Loss:0.0014981, Val MRR:0.40638, ice001 +2023-05-26 09:26:51,264 - ice001 - [INFO] - [E:185| 100]: Train Loss:0.001518, Val MRR:0.40638, ice001 +2023-05-26 09:27:55,470 - ice001 - [INFO] - [E:185| 200]: Train Loss:0.0015182, Val MRR:0.40638, ice001 +2023-05-26 09:28:59,631 - ice001 - [INFO] - [E:185| 300]: Train Loss:0.0015185, Val MRR:0.40638, ice001 +2023-05-26 09:30:03,855 - ice001 - [INFO] - [E:185| 400]: Train Loss:0.0015194, Val MRR:0.40638, ice001 +2023-05-26 09:31:07,992 - ice001 - [INFO] - [E:185| 500]: Train Loss:0.0015194, Val MRR:0.40638, ice001 +2023-05-26 09:32:12,189 - ice001 - [INFO] - [E:185| 600]: Train Loss:0.0015193, Val MRR:0.40638, ice001 +2023-05-26 09:33:16,357 - ice001 - [INFO] - [E:185| 700]: Train Loss:0.0015196, Val MRR:0.40638, ice001 +2023-05-26 09:34:20,550 - ice001 - [INFO] - [E:185| 800]: Train Loss:0.0015196, Val MRR:0.40638, ice001 +2023-05-26 09:35:24,684 - ice001 - [INFO] - [E:185| 900]: Train Loss:0.0015195, Val MRR:0.40638, ice001 +2023-05-26 09:36:09,792 - ice001 - [INFO] - [Epoch:185]: Training Loss:0.00152 + +2023-05-26 09:36:10,010 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 09:36:23,905 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 09:36:37,547 - ice001 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.42616, Head : 0.37327, Avg : 0.39971 + +2023-05-26 09:36:37,547 - ice001 - [INFO] - [Epoch 185]: Training Loss: 0.0015196, Valid MRR: 0.40638, + + + +2023-05-26 09:36:38,198 - ice001 - [INFO] - [E:186| 0]: Train Loss:0.0015218, Val MRR:0.40638, ice001 +2023-05-26 09:37:42,410 - ice001 - [INFO] - [E:186| 100]: Train Loss:0.0015199, Val MRR:0.40638, ice001 +2023-05-26 09:38:46,662 - ice001 - [INFO] - [E:186| 200]: Train Loss:0.00152, Val MRR:0.40638, ice001 +2023-05-26 09:39:50,807 - ice001 - [INFO] - [E:186| 300]: Train Loss:0.0015197, Val MRR:0.40638, ice001 +2023-05-26 09:40:54,998 - ice001 - [INFO] - [E:186| 400]: Train Loss:0.0015195, Val MRR:0.40638, ice001 +2023-05-26 09:41:59,111 - ice001 - [INFO] - [E:186| 500]: Train Loss:0.0015194, Val MRR:0.40638, ice001 +2023-05-26 09:43:03,333 - ice001 - [INFO] - [E:186| 600]: Train Loss:0.0015195, Val MRR:0.40638, ice001 +2023-05-26 09:44:07,477 - ice001 - [INFO] - [E:186| 700]: Train Loss:0.0015193, Val MRR:0.40638, ice001 +2023-05-26 09:45:11,671 - ice001 - [INFO] - [E:186| 800]: Train Loss:0.0015193, Val MRR:0.40638, ice001 +2023-05-26 09:46:15,832 - ice001 - [INFO] - [E:186| 900]: Train Loss:0.0015193, Val MRR:0.40638, ice001 +2023-05-26 09:47:00,925 - ice001 - [INFO] - [Epoch:186]: Training Loss:0.001519 + +2023-05-26 09:47:01,143 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 09:47:15,018 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 09:47:28,696 - ice001 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.43297, Head : 0.37725, Avg : 0.40511 + +2023-05-26 09:47:28,696 - ice001 - [INFO] - [Epoch 186]: Training Loss: 0.0015193, Valid MRR: 0.40638, + + + +2023-05-26 09:47:29,346 - ice001 - [INFO] - [E:187| 0]: Train Loss:0.0015219, Val MRR:0.40638, ice001 +2023-05-26 09:48:33,515 - ice001 - [INFO] - [E:187| 100]: Train Loss:0.0015183, Val MRR:0.40638, ice001 +2023-05-26 09:49:37,651 - ice001 - [INFO] - [E:187| 200]: Train Loss:0.0015189, Val MRR:0.40638, ice001 +2023-05-26 09:50:41,792 - ice001 - [INFO] - [E:187| 300]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 09:51:45,931 - ice001 - [INFO] - [E:187| 400]: Train Loss:0.0015191, Val MRR:0.40638, ice001 +2023-05-26 09:52:50,107 - ice001 - [INFO] - [E:187| 500]: Train Loss:0.0015191, Val MRR:0.40638, ice001 +2023-05-26 09:53:54,238 - ice001 - [INFO] - [E:187| 600]: Train Loss:0.001519, Val MRR:0.40638, ice001 +2023-05-26 09:54:58,367 - ice001 - [INFO] - [E:187| 700]: Train Loss:0.0015188, Val MRR:0.40638, ice001 +2023-05-26 09:56:02,460 - ice001 - [INFO] - [E:187| 800]: Train Loss:0.001519, Val MRR:0.40638, ice001 +2023-05-26 09:57:06,692 - ice001 - [INFO] - [E:187| 900]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 09:57:51,855 - ice001 - [INFO] - [Epoch:187]: Training Loss:0.001519 + +2023-05-26 09:57:52,072 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 09:58:05,920 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 09:58:19,571 - ice001 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.42847, Head : 0.37045, Avg : 0.39946 + +2023-05-26 09:58:19,571 - ice001 - [INFO] - [Epoch 187]: Training Loss: 0.0015194, Valid MRR: 0.40638, + + + +2023-05-26 09:58:20,220 - ice001 - [INFO] - [E:188| 0]: Train Loss:0.0015106, Val MRR:0.40638, ice001 +2023-05-26 09:59:24,490 - ice001 - [INFO] - [E:188| 100]: Train Loss:0.0015187, Val MRR:0.40638, ice001 +2023-05-26 10:00:28,696 - ice001 - [INFO] - [E:188| 200]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 10:01:32,978 - ice001 - [INFO] - [E:188| 300]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:02:37,179 - ice001 - [INFO] - [E:188| 400]: Train Loss:0.0015188, Val MRR:0.40638, ice001 +2023-05-26 10:03:41,427 - ice001 - [INFO] - [E:188| 500]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 10:04:45,566 - ice001 - [INFO] - [E:188| 600]: Train Loss:0.0015189, Val MRR:0.40638, ice001 +2023-05-26 10:05:49,751 - ice001 - [INFO] - [E:188| 700]: Train Loss:0.0015189, Val MRR:0.40638, ice001 +2023-05-26 10:06:53,909 - ice001 - [INFO] - [E:188| 800]: Train Loss:0.001519, Val MRR:0.40638, ice001 +2023-05-26 10:07:58,142 - ice001 - [INFO] - [E:188| 900]: Train Loss:0.001519, Val MRR:0.40638, ice001 +2023-05-26 10:08:43,271 - ice001 - [INFO] - [Epoch:188]: Training Loss:0.001519 + +2023-05-26 10:08:43,489 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 10:08:57,346 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 10:09:10,997 - ice001 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.42933, Head : 0.37429, Avg : 0.40181 + +2023-05-26 10:09:10,997 - ice001 - [INFO] - [Epoch 188]: Training Loss: 0.0015193, Valid MRR: 0.40638, + + + +2023-05-26 10:09:11,647 - ice001 - [INFO] - [E:189| 0]: Train Loss:0.0015166, Val MRR:0.40638, ice001 +2023-05-26 10:10:15,923 - ice001 - [INFO] - [E:189| 100]: Train Loss:0.0015172, Val MRR:0.40638, ice001 +2023-05-26 10:11:20,033 - ice001 - [INFO] - [E:189| 200]: Train Loss:0.0015179, Val MRR:0.40638, ice001 +2023-05-26 10:12:24,284 - ice001 - [INFO] - [E:189| 300]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:13:28,502 - ice001 - [INFO] - [E:189| 400]: Train Loss:0.0015195, Val MRR:0.40638, ice001 +2023-05-26 10:14:32,787 - ice001 - [INFO] - [E:189| 500]: Train Loss:0.0015193, Val MRR:0.40638, ice001 +2023-05-26 10:15:37,004 - ice001 - [INFO] - [E:189| 600]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 10:16:41,230 - ice001 - [INFO] - [E:189| 700]: Train Loss:0.0015191, Val MRR:0.40638, ice001 +2023-05-26 10:17:45,420 - ice001 - [INFO] - [E:189| 800]: Train Loss:0.001519, Val MRR:0.40638, ice001 +2023-05-26 10:18:49,704 - ice001 - [INFO] - [E:189| 900]: Train Loss:0.001519, Val MRR:0.40638, ice001 +2023-05-26 10:19:34,880 - ice001 - [INFO] - [Epoch:189]: Training Loss:0.001519 + +2023-05-26 10:19:35,097 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 10:19:48,959 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 10:20:02,610 - ice001 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.42499, Head : 0.37083, Avg : 0.39791 + MR: Tail : 587.16, Head : 692.21, Avg : 639.68 + Hit-1: Tail : 0.33985, Head : 0.29203, Avg : 0.31594 + Hit-3: Tail : 0.47178, Head : 0.40551, Avg : 0.43865 + Hit-10: Tail : 0.58527, Head : 0.51997, Avg : 0.55262 +2023-05-26 10:20:02,610 - ice001 - [INFO] - [Epoch 189]: Training Loss: 0.0015191, Valid MRR: 0.40638, + + + +2023-05-26 10:20:03,264 - ice001 - [INFO] - [E:190| 0]: Train Loss:0.0015365, Val MRR:0.40638, ice001 +2023-05-26 10:21:07,508 - ice001 - [INFO] - [E:190| 100]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-26 10:22:11,663 - ice001 - [INFO] - [E:190| 200]: Train Loss:0.0015184, Val MRR:0.40638, ice001 +2023-05-26 10:23:15,825 - ice001 - [INFO] - [E:190| 300]: Train Loss:0.0015185, Val MRR:0.40638, ice001 +2023-05-26 10:24:20,050 - ice001 - [INFO] - [E:190| 400]: Train Loss:0.0015181, Val MRR:0.40638, ice001 +2023-05-26 10:25:24,227 - ice001 - [INFO] - [E:190| 500]: Train Loss:0.0015185, Val MRR:0.40638, ice001 +2023-05-26 10:26:28,364 - ice001 - [INFO] - [E:190| 600]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:27:32,498 - ice001 - [INFO] - [E:190| 700]: Train Loss:0.0015188, Val MRR:0.40638, ice001 +2023-05-26 10:28:36,690 - ice001 - [INFO] - [E:190| 800]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:29:40,778 - ice001 - [INFO] - [E:190| 900]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:30:25,925 - ice001 - [INFO] - [Epoch:190]: Training Loss:0.001519 + +2023-05-26 10:30:26,142 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 10:30:39,988 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 10:30:53,634 - ice001 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.42588, Head : 0.37123, Avg : 0.39856 + +2023-05-26 10:30:53,634 - ice001 - [INFO] - [Epoch 190]: Training Loss: 0.0015188, Valid MRR: 0.40638, + + + +2023-05-26 10:30:54,286 - ice001 - [INFO] - [E:191| 0]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 10:31:58,411 - ice001 - [INFO] - [E:191| 100]: Train Loss:0.0015197, Val MRR:0.40638, ice001 +2023-05-26 10:33:02,596 - ice001 - [INFO] - [E:191| 200]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 10:34:06,758 - ice001 - [INFO] - [E:191| 300]: Train Loss:0.0015192, Val MRR:0.40638, ice001 +2023-05-26 10:35:10,996 - ice001 - [INFO] - [E:191| 400]: Train Loss:0.0015191, Val MRR:0.40638, ice001 +2023-05-26 10:36:15,189 - ice001 - [INFO] - [E:191| 500]: Train Loss:0.0015188, Val MRR:0.40638, ice001 +2023-05-26 10:37:19,376 - ice001 - [INFO] - [E:191| 600]: Train Loss:0.0015184, Val MRR:0.40638, ice001 +2023-05-26 10:38:23,523 - ice001 - [INFO] - [E:191| 700]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:39:27,674 - ice001 - [INFO] - [E:191| 800]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:40:31,820 - ice001 - [INFO] - [E:191| 900]: Train Loss:0.0015188, Val MRR:0.40638, ice001 +2023-05-26 10:41:16,892 - ice001 - [INFO] - [Epoch:191]: Training Loss:0.001519 + +2023-05-26 10:41:17,109 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 10:41:30,979 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 10:41:44,598 - ice001 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.43021, Head : 0.37491, Avg : 0.40256 + +2023-05-26 10:41:44,598 - ice001 - [INFO] - [Epoch 191]: Training Loss: 0.0015189, Valid MRR: 0.40638, + + + +2023-05-26 10:41:45,247 - ice001 - [INFO] - [E:192| 0]: Train Loss:0.0015187, Val MRR:0.40638, ice001 +2023-05-26 10:42:49,346 - ice001 - [INFO] - [E:192| 100]: Train Loss:0.0015177, Val MRR:0.40638, ice001 +2023-05-26 10:43:53,509 - ice001 - [INFO] - [E:192| 200]: Train Loss:0.0015187, Val MRR:0.40638, ice001 +2023-05-26 10:44:57,680 - ice001 - [INFO] - [E:192| 300]: Train Loss:0.0015191, Val MRR:0.40638, ice001 +2023-05-26 10:46:01,819 - ice001 - [INFO] - [E:192| 400]: Train Loss:0.0015191, Val MRR:0.40638, ice001 +2023-05-26 10:47:05,908 - ice001 - [INFO] - [E:192| 500]: Train Loss:0.0015185, Val MRR:0.40638, ice001 +2023-05-26 10:48:10,026 - ice001 - [INFO] - [E:192| 600]: Train Loss:0.0015188, Val MRR:0.40638, ice001 +2023-05-26 10:49:14,127 - ice001 - [INFO] - [E:192| 700]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:50:18,322 - ice001 - [INFO] - [E:192| 800]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:51:22,443 - ice001 - [INFO] - [E:192| 900]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 10:52:07,523 - ice001 - [INFO] - [Epoch:192]: Training Loss:0.001519 + +2023-05-26 10:52:07,740 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 10:52:21,602 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 10:52:35,284 - ice001 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.42772, Head : 0.37317, Avg : 0.40044 + +2023-05-26 10:52:35,284 - ice001 - [INFO] - [Epoch 192]: Training Loss: 0.0015186, Valid MRR: 0.40638, + + + +2023-05-26 10:52:35,933 - ice001 - [INFO] - [E:193| 0]: Train Loss:0.001517, Val MRR:0.40638, ice001 +2023-05-26 10:53:40,150 - ice001 - [INFO] - [E:193| 100]: Train Loss:0.0015162, Val MRR:0.40638, ice001 +2023-05-26 10:54:44,278 - ice001 - [INFO] - [E:193| 200]: Train Loss:0.0015175, Val MRR:0.40638, ice001 +2023-05-26 10:55:48,401 - ice001 - [INFO] - [E:193| 300]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-26 10:56:52,499 - ice001 - [INFO] - [E:193| 400]: Train Loss:0.0015179, Val MRR:0.40638, ice001 +2023-05-26 10:57:56,717 - ice001 - [INFO] - [E:193| 500]: Train Loss:0.0015184, Val MRR:0.40638, ice001 +2023-05-26 10:59:00,848 - ice001 - [INFO] - [E:193| 600]: Train Loss:0.0015183, Val MRR:0.40638, ice001 +2023-05-26 11:00:04,977 - ice001 - [INFO] - [E:193| 700]: Train Loss:0.0015184, Val MRR:0.40638, ice001 +2023-05-26 11:01:09,057 - ice001 - [INFO] - [E:193| 800]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 11:02:13,234 - ice001 - [INFO] - [E:193| 900]: Train Loss:0.0015185, Val MRR:0.40638, ice001 +2023-05-26 11:02:58,316 - ice001 - [INFO] - [Epoch:193]: Training Loss:0.001518 + +2023-05-26 11:02:58,533 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 11:03:12,394 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 11:03:26,024 - ice001 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.43061, Head : 0.37464, Avg : 0.40263 + +2023-05-26 11:03:26,024 - ice001 - [INFO] - [Epoch 193]: Training Loss: 0.0015184, Valid MRR: 0.40638, + + + +2023-05-26 11:03:26,675 - ice001 - [INFO] - [E:194| 0]: Train Loss:0.0015221, Val MRR:0.40638, ice001 +2023-05-26 11:04:30,860 - ice001 - [INFO] - [E:194| 100]: Train Loss:0.001517, Val MRR:0.40638, ice001 +2023-05-26 11:05:34,988 - ice001 - [INFO] - [E:194| 200]: Train Loss:0.0015173, Val MRR:0.40638, ice001 +2023-05-26 11:06:39,185 - ice001 - [INFO] - [E:194| 300]: Train Loss:0.0015177, Val MRR:0.40638, ice001 +2023-05-26 11:07:43,323 - ice001 - [INFO] - [E:194| 400]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-26 11:08:47,533 - ice001 - [INFO] - [E:194| 500]: Train Loss:0.0015177, Val MRR:0.40638, ice001 +2023-05-26 11:09:51,672 - ice001 - [INFO] - [E:194| 600]: Train Loss:0.0015178, Val MRR:0.40638, ice001 +2023-05-26 11:10:55,823 - ice001 - [INFO] - [E:194| 700]: Train Loss:0.001518, Val MRR:0.40638, ice001 +2023-05-26 11:11:59,932 - ice001 - [INFO] - [E:194| 800]: Train Loss:0.0015181, Val MRR:0.40638, ice001 +2023-05-26 11:13:04,173 - ice001 - [INFO] - [E:194| 900]: Train Loss:0.0015181, Val MRR:0.40638, ice001 +2023-05-26 11:13:49,304 - ice001 - [INFO] - [Epoch:194]: Training Loss:0.001518 + +2023-05-26 11:13:49,521 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 11:14:03,357 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 11:14:16,999 - ice001 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.42694, Head : 0.37346, Avg : 0.4002 + +2023-05-26 11:14:16,999 - ice001 - [INFO] - [Epoch 194]: Training Loss: 0.0015182, Valid MRR: 0.40638, + + + +2023-05-26 11:14:17,648 - ice001 - [INFO] - [E:195| 0]: Train Loss:0.0015042, Val MRR:0.40638, ice001 +2023-05-26 11:15:21,866 - ice001 - [INFO] - [E:195| 100]: Train Loss:0.0015182, Val MRR:0.40638, ice001 +2023-05-26 11:16:26,010 - ice001 - [INFO] - [E:195| 200]: Train Loss:0.0015186, Val MRR:0.40638, ice001 +2023-05-26 11:17:30,135 - ice001 - [INFO] - [E:195| 300]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-26 11:18:34,269 - ice001 - [INFO] - [E:195| 400]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-26 11:19:38,435 - ice001 - [INFO] - [E:195| 500]: Train Loss:0.0015174, Val MRR:0.40638, ice001 +2023-05-26 11:20:42,506 - ice001 - [INFO] - [E:195| 600]: Train Loss:0.0015177, Val MRR:0.40638, ice001 +2023-05-26 11:21:46,681 - ice001 - [INFO] - [E:195| 700]: Train Loss:0.0015179, Val MRR:0.40638, ice001 +2023-05-26 11:22:50,851 - ice001 - [INFO] - [E:195| 800]: Train Loss:0.001518, Val MRR:0.40638, ice001 +2023-05-26 11:23:55,133 - ice001 - [INFO] - [E:195| 900]: Train Loss:0.0015181, Val MRR:0.40638, ice001 +2023-05-26 11:24:40,235 - ice001 - [INFO] - [Epoch:195]: Training Loss:0.001518 + +2023-05-26 11:24:40,453 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 11:24:54,313 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 11:25:07,952 - ice001 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.42853, Head : 0.3728, Avg : 0.40066 + +2023-05-26 11:25:07,952 - ice001 - [INFO] - [Epoch 195]: Training Loss: 0.0015181, Valid MRR: 0.40638, + + + +2023-05-26 11:25:08,602 - ice001 - [INFO] - [E:196| 0]: Train Loss:0.0015177, Val MRR:0.40638, ice001 +2023-05-26 11:26:12,817 - ice001 - [INFO] - [E:196| 100]: Train Loss:0.0015178, Val MRR:0.40638, ice001 +2023-05-26 11:27:16,915 - ice001 - [INFO] - [E:196| 200]: Train Loss:0.001518, Val MRR:0.40638, ice001 +2023-05-26 11:28:21,076 - ice001 - [INFO] - [E:196| 300]: Train Loss:0.0015178, Val MRR:0.40638, ice001 +2023-05-26 11:29:25,190 - ice001 - [INFO] - [E:196| 400]: Train Loss:0.0015173, Val MRR:0.40638, ice001 +2023-05-26 11:30:29,422 - ice001 - [INFO] - [E:196| 500]: Train Loss:0.0015177, Val MRR:0.40638, ice001 +2023-05-26 11:31:33,548 - ice001 - [INFO] - [E:196| 600]: Train Loss:0.0015178, Val MRR:0.40638, ice001 +2023-05-26 11:32:37,705 - ice001 - [INFO] - [E:196| 700]: Train Loss:0.0015179, Val MRR:0.40638, ice001 +2023-05-26 11:33:41,801 - ice001 - [INFO] - [E:196| 800]: Train Loss:0.001518, Val MRR:0.40638, ice001 +2023-05-26 11:34:45,934 - ice001 - [INFO] - [E:196| 900]: Train Loss:0.0015178, Val MRR:0.40638, ice001 +2023-05-26 11:35:31,016 - ice001 - [INFO] - [Epoch:196]: Training Loss:0.001518 + +2023-05-26 11:35:31,234 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 11:35:45,098 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 11:35:58,747 - ice001 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.42969, Head : 0.37391, Avg : 0.4018 + +2023-05-26 11:35:58,747 - ice001 - [INFO] - [Epoch 196]: Training Loss: 0.0015178, Valid MRR: 0.40638, + + + +2023-05-26 11:35:59,396 - ice001 - [INFO] - [E:197| 0]: Train Loss:0.0015131, Val MRR:0.40638, ice001 +2023-05-26 11:37:03,582 - ice001 - [INFO] - [E:197| 100]: Train Loss:0.0015169, Val MRR:0.40638, ice001 +2023-05-26 11:38:07,721 - ice001 - [INFO] - [E:197| 200]: Train Loss:0.0015174, Val MRR:0.40638, ice001 +2023-05-26 11:39:11,870 - ice001 - [INFO] - [E:197| 300]: Train Loss:0.0015171, Val MRR:0.40638, ice001 +2023-05-26 11:40:16,053 - ice001 - [INFO] - [E:197| 400]: Train Loss:0.001517, Val MRR:0.40638, ice001 +2023-05-26 11:41:20,176 - ice001 - [INFO] - [E:197| 500]: Train Loss:0.0015171, Val MRR:0.40638, ice001 +2023-05-26 11:42:24,357 - ice001 - [INFO] - [E:197| 600]: Train Loss:0.0015173, Val MRR:0.40638, ice001 +2023-05-26 11:43:28,429 - ice001 - [INFO] - [E:197| 700]: Train Loss:0.0015174, Val MRR:0.40638, ice001 +2023-05-26 11:44:32,562 - ice001 - [INFO] - [E:197| 800]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-26 11:45:36,683 - ice001 - [INFO] - [E:197| 900]: Train Loss:0.0015175, Val MRR:0.40638, ice001 +2023-05-26 11:46:21,821 - ice001 - [INFO] - [Epoch:197]: Training Loss:0.001518 + +2023-05-26 11:46:22,038 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 11:46:35,884 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 11:46:49,525 - ice001 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.42607, Head : 0.37011, Avg : 0.39809 + +2023-05-26 11:46:49,525 - ice001 - [INFO] - [Epoch 197]: Training Loss: 0.0015176, Valid MRR: 0.40638, + + + +2023-05-26 11:46:50,175 - ice001 - [INFO] - [E:198| 0]: Train Loss:0.0015439, Val MRR:0.40638, ice001 +2023-05-26 11:47:54,326 - ice001 - [INFO] - [E:198| 100]: Train Loss:0.0015183, Val MRR:0.40638, ice001 +2023-05-26 11:48:58,512 - ice001 - [INFO] - [E:198| 200]: Train Loss:0.0015177, Val MRR:0.40638, ice001 +2023-05-26 11:50:02,646 - ice001 - [INFO] - [E:198| 300]: Train Loss:0.0015179, Val MRR:0.40638, ice001 +2023-05-26 11:51:06,821 - ice001 - [INFO] - [E:198| 400]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-26 11:52:10,882 - ice001 - [INFO] - [E:198| 500]: Train Loss:0.0015173, Val MRR:0.40638, ice001 +2023-05-26 11:53:15,062 - ice001 - [INFO] - [E:198| 600]: Train Loss:0.0015174, Val MRR:0.40638, ice001 +2023-05-26 11:54:19,122 - ice001 - [INFO] - [E:198| 700]: Train Loss:0.0015174, Val MRR:0.40638, ice001 +2023-05-26 11:55:23,293 - ice001 - [INFO] - [E:198| 800]: Train Loss:0.0015174, Val MRR:0.40638, ice001 +2023-05-26 11:56:27,402 - ice001 - [INFO] - [E:198| 900]: Train Loss:0.0015175, Val MRR:0.40638, ice001 +2023-05-26 11:57:12,498 - ice001 - [INFO] - [Epoch:198]: Training Loss:0.001518 + +2023-05-26 11:57:12,718 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 11:57:26,602 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 11:57:40,253 - ice001 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.42251, Head : 0.37045, Avg : 0.39648 + +2023-05-26 11:57:40,253 - ice001 - [INFO] - [Epoch 198]: Training Loss: 0.0015175, Valid MRR: 0.40638, + + + +2023-05-26 11:57:40,904 - ice001 - [INFO] - [E:199| 0]: Train Loss:0.0015051, Val MRR:0.40638, ice001 +2023-05-26 11:58:44,990 - ice001 - [INFO] - [E:199| 100]: Train Loss:0.0015183, Val MRR:0.40638, ice001 +2023-05-26 11:59:49,238 - ice001 - [INFO] - [E:199| 200]: Train Loss:0.0015175, Val MRR:0.40638, ice001 +2023-05-26 12:00:53,324 - ice001 - [INFO] - [E:199| 300]: Train Loss:0.0015177, Val MRR:0.40638, ice001 +2023-05-26 12:01:57,525 - ice001 - [INFO] - [E:199| 400]: Train Loss:0.0015175, Val MRR:0.40638, ice001 +2023-05-26 12:03:01,634 - ice001 - [INFO] - [E:199| 500]: Train Loss:0.0015172, Val MRR:0.40638, ice001 +2023-05-26 12:04:05,711 - ice001 - [INFO] - [E:199| 600]: Train Loss:0.001517, Val MRR:0.40638, ice001 +2023-05-26 12:05:09,889 - ice001 - [INFO] - [E:199| 700]: Train Loss:0.001517, Val MRR:0.40638, ice001 +2023-05-26 12:06:13,988 - ice001 - [INFO] - [E:199| 800]: Train Loss:0.0015171, Val MRR:0.40638, ice001 +2023-05-26 12:07:18,240 - ice001 - [INFO] - [E:199| 900]: Train Loss:0.0015171, Val MRR:0.40638, ice001 +2023-05-26 12:08:03,361 - ice001 - [INFO] - [Epoch:199]: Training Loss:0.001517 + +2023-05-26 12:08:03,580 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 12:08:17,438 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 12:08:31,104 - ice001 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.42685, Head : 0.37082, Avg : 0.39883 + MR: Tail : 551.32, Head : 648.71, Avg : 600.01 + Hit-1: Tail : 0.34312, Head : 0.28899, Avg : 0.31606 + Hit-3: Tail : 0.47032, Head : 0.41158, Avg : 0.44095 + Hit-10: Tail : 0.58259, Head : 0.52409, Avg : 0.55334 +2023-05-26 12:08:31,104 - ice001 - [INFO] - [Epoch 199]: Training Loss: 0.0015171, Valid MRR: 0.40638, + + + +2023-05-26 12:08:31,753 - ice001 - [INFO] - [E:200| 0]: Train Loss:0.0015034, Val MRR:0.40638, ice001 +2023-05-26 12:09:35,911 - ice001 - [INFO] - [E:200| 100]: Train Loss:0.0015165, Val MRR:0.40638, ice001 +2023-05-26 12:10:40,033 - ice001 - [INFO] - [E:200| 200]: Train Loss:0.0015164, Val MRR:0.40638, ice001 +2023-05-26 12:11:44,191 - ice001 - [INFO] - [E:200| 300]: Train Loss:0.0015165, Val MRR:0.40638, ice001 +2023-05-26 12:12:48,339 - ice001 - [INFO] - [E:200| 400]: Train Loss:0.0015165, Val MRR:0.40638, ice001 +2023-05-26 12:13:52,473 - ice001 - [INFO] - [E:200| 500]: Train Loss:0.0015165, Val MRR:0.40638, ice001 +2023-05-26 12:14:56,538 - ice001 - [INFO] - [E:200| 600]: Train Loss:0.0015164, Val MRR:0.40638, ice001 +2023-05-26 12:16:00,647 - ice001 - [INFO] - [E:200| 700]: Train Loss:0.0015166, Val MRR:0.40638, ice001 +2023-05-26 12:17:04,771 - ice001 - [INFO] - [E:200| 800]: Train Loss:0.0015167, Val MRR:0.40638, ice001 +2023-05-26 12:18:08,866 - ice001 - [INFO] - [E:200| 900]: Train Loss:0.0015169, Val MRR:0.40638, ice001 +2023-05-26 12:18:53,938 - ice001 - [INFO] - [Epoch:200]: Training Loss:0.001517 + +2023-05-26 12:18:54,155 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 12:19:08,008 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 12:19:21,658 - ice001 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.42844, Head : 0.37369, Avg : 0.40106 + +2023-05-26 12:19:21,658 - ice001 - [INFO] - [Epoch 200]: Training Loss: 0.0015171, Valid MRR: 0.40638, + + + +2023-05-26 12:19:22,309 - ice001 - [INFO] - [E:201| 0]: Train Loss:0.0015142, Val MRR:0.40638, ice001 +2023-05-26 12:20:26,466 - ice001 - [INFO] - [E:201| 100]: Train Loss:0.0015149, Val MRR:0.40638, ice001 +2023-05-26 12:21:30,538 - ice001 - [INFO] - [E:201| 200]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 12:22:34,687 - ice001 - [INFO] - [E:201| 300]: Train Loss:0.0015165, Val MRR:0.40638, ice001 +2023-05-26 12:23:38,725 - ice001 - [INFO] - [E:201| 400]: Train Loss:0.0015162, Val MRR:0.40638, ice001 +2023-05-26 12:24:42,850 - ice001 - [INFO] - [E:201| 500]: Train Loss:0.0015163, Val MRR:0.40638, ice001 +2023-05-26 12:25:46,988 - ice001 - [INFO] - [E:201| 600]: Train Loss:0.0015163, Val MRR:0.40638, ice001 +2023-05-26 12:26:51,139 - ice001 - [INFO] - [E:201| 700]: Train Loss:0.0015167, Val MRR:0.40638, ice001 +2023-05-26 12:27:55,219 - ice001 - [INFO] - [E:201| 800]: Train Loss:0.0015166, Val MRR:0.40638, ice001 +2023-05-26 12:28:59,338 - ice001 - [INFO] - [E:201| 900]: Train Loss:0.0015167, Val MRR:0.40638, ice001 +2023-05-26 12:29:44,404 - ice001 - [INFO] - [Epoch:201]: Training Loss:0.001517 + +2023-05-26 12:29:44,622 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 12:29:58,476 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 12:30:12,106 - ice001 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.42213, Head : 0.36961, Avg : 0.39587 + +2023-05-26 12:30:12,106 - ice001 - [INFO] - [Epoch 201]: Training Loss: 0.0015169, Valid MRR: 0.40638, + + + +2023-05-26 12:30:12,755 - ice001 - [INFO] - [E:202| 0]: Train Loss:0.0015064, Val MRR:0.40638, ice001 +2023-05-26 12:31:16,971 - ice001 - [INFO] - [E:202| 100]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 12:32:21,096 - ice001 - [INFO] - [E:202| 200]: Train Loss:0.0015161, Val MRR:0.40638, ice001 +2023-05-26 12:33:25,257 - ice001 - [INFO] - [E:202| 300]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 12:34:29,374 - ice001 - [INFO] - [E:202| 400]: Train Loss:0.0015164, Val MRR:0.40638, ice001 +2023-05-26 12:35:33,567 - ice001 - [INFO] - [E:202| 500]: Train Loss:0.0015168, Val MRR:0.40638, ice001 +2023-05-26 12:36:37,689 - ice001 - [INFO] - [E:202| 600]: Train Loss:0.0015167, Val MRR:0.40638, ice001 +2023-05-26 12:37:41,804 - ice001 - [INFO] - [E:202| 700]: Train Loss:0.001517, Val MRR:0.40638, ice001 +2023-05-26 12:38:45,937 - ice001 - [INFO] - [E:202| 800]: Train Loss:0.0015169, Val MRR:0.40638, ice001 +2023-05-26 12:39:50,038 - ice001 - [INFO] - [E:202| 900]: Train Loss:0.001517, Val MRR:0.40638, ice001 +2023-05-26 12:40:35,168 - ice001 - [INFO] - [Epoch:202]: Training Loss:0.001517 + +2023-05-26 12:40:35,385 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 12:40:49,229 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 12:41:02,868 - ice001 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.42643, Head : 0.37489, Avg : 0.40066 + +2023-05-26 12:41:02,868 - ice001 - [INFO] - [Epoch 202]: Training Loss: 0.0015169, Valid MRR: 0.40638, + + + +2023-05-26 12:41:03,519 - ice001 - [INFO] - [E:203| 0]: Train Loss:0.0015135, Val MRR:0.40638, ice001 +2023-05-26 12:42:07,681 - ice001 - [INFO] - [E:203| 100]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 12:43:11,817 - ice001 - [INFO] - [E:203| 200]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 12:44:16,030 - ice001 - [INFO] - [E:203| 300]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 12:45:20,172 - ice001 - [INFO] - [E:203| 400]: Train Loss:0.0015161, Val MRR:0.40638, ice001 +2023-05-26 12:46:24,319 - ice001 - [INFO] - [E:203| 500]: Train Loss:0.0015162, Val MRR:0.40638, ice001 +2023-05-26 12:47:28,520 - ice001 - [INFO] - [E:203| 600]: Train Loss:0.0015165, Val MRR:0.40638, ice001 +2023-05-26 12:48:32,602 - ice001 - [INFO] - [E:203| 700]: Train Loss:0.0015166, Val MRR:0.40638, ice001 +2023-05-26 12:49:36,767 - ice001 - [INFO] - [E:203| 800]: Train Loss:0.0015166, Val MRR:0.40638, ice001 +2023-05-26 12:50:40,878 - ice001 - [INFO] - [E:203| 900]: Train Loss:0.0015166, Val MRR:0.40638, ice001 +2023-05-26 12:51:25,969 - ice001 - [INFO] - [Epoch:203]: Training Loss:0.001517 + +2023-05-26 12:51:26,187 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 12:51:40,035 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 12:51:53,680 - ice001 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.43051, Head : 0.37457, Avg : 0.40254 + +2023-05-26 12:51:53,680 - ice001 - [INFO] - [Epoch 203]: Training Loss: 0.0015168, Valid MRR: 0.40638, + + + +2023-05-26 12:51:54,331 - ice001 - [INFO] - [E:204| 0]: Train Loss:0.0015076, Val MRR:0.40638, ice001 +2023-05-26 12:52:58,419 - ice001 - [INFO] - [E:204| 100]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 12:54:02,524 - ice001 - [INFO] - [E:204| 200]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 12:55:06,694 - ice001 - [INFO] - [E:204| 300]: Train Loss:0.0015155, Val MRR:0.40638, ice001 +2023-05-26 12:56:10,817 - ice001 - [INFO] - [E:204| 400]: Train Loss:0.0015157, Val MRR:0.40638, ice001 +2023-05-26 12:57:14,991 - ice001 - [INFO] - [E:204| 500]: Train Loss:0.0015158, Val MRR:0.40638, ice001 +2023-05-26 12:58:19,142 - ice001 - [INFO] - [E:204| 600]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 12:59:23,166 - ice001 - [INFO] - [E:204| 700]: Train Loss:0.0015163, Val MRR:0.40638, ice001 +2023-05-26 13:00:27,319 - ice001 - [INFO] - [E:204| 800]: Train Loss:0.0015164, Val MRR:0.40638, ice001 +2023-05-26 13:01:31,430 - ice001 - [INFO] - [E:204| 900]: Train Loss:0.0015165, Val MRR:0.40638, ice001 +2023-05-26 13:02:16,544 - ice001 - [INFO] - [Epoch:204]: Training Loss:0.001516 + +2023-05-26 13:02:16,761 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 13:02:30,615 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 13:02:44,252 - ice001 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.42573, Head : 0.37484, Avg : 0.40028 + +2023-05-26 13:02:44,252 - ice001 - [INFO] - [Epoch 204]: Training Loss: 0.0015164, Valid MRR: 0.40638, + + + +2023-05-26 13:02:44,905 - ice001 - [INFO] - [E:205| 0]: Train Loss:0.0015258, Val MRR:0.40638, ice001 +2023-05-26 13:03:49,006 - ice001 - [INFO] - [E:205| 100]: Train Loss:0.0015143, Val MRR:0.40638, ice001 +2023-05-26 13:04:53,124 - ice001 - [INFO] - [E:205| 200]: Train Loss:0.0015163, Val MRR:0.40638, ice001 +2023-05-26 13:05:57,196 - ice001 - [INFO] - [E:205| 300]: Train Loss:0.0015168, Val MRR:0.40638, ice001 +2023-05-26 13:07:01,386 - ice001 - [INFO] - [E:205| 400]: Train Loss:0.0015168, Val MRR:0.40638, ice001 +2023-05-26 13:08:05,400 - ice001 - [INFO] - [E:205| 500]: Train Loss:0.0015161, Val MRR:0.40638, ice001 +2023-05-26 13:09:09,558 - ice001 - [INFO] - [E:205| 600]: Train Loss:0.0015158, Val MRR:0.40638, ice001 +2023-05-26 13:10:13,663 - ice001 - [INFO] - [E:205| 700]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 13:11:17,711 - ice001 - [INFO] - [E:205| 800]: Train Loss:0.0015164, Val MRR:0.40638, ice001 +2023-05-26 13:12:21,878 - ice001 - [INFO] - [E:205| 900]: Train Loss:0.0015163, Val MRR:0.40638, ice001 +2023-05-26 13:13:06,968 - ice001 - [INFO] - [Epoch:205]: Training Loss:0.001516 + +2023-05-26 13:13:07,185 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 13:13:21,011 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 13:13:34,684 - ice001 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.42303, Head : 0.37287, Avg : 0.39795 + +2023-05-26 13:13:34,685 - ice001 - [INFO] - [Epoch 205]: Training Loss: 0.0015164, Valid MRR: 0.40638, + + + +2023-05-26 13:13:35,334 - ice001 - [INFO] - [E:206| 0]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 13:14:39,449 - ice001 - [INFO] - [E:206| 100]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 13:15:43,628 - ice001 - [INFO] - [E:206| 200]: Train Loss:0.0015153, Val MRR:0.40638, ice001 +2023-05-26 13:16:47,761 - ice001 - [INFO] - [E:206| 300]: Train Loss:0.0015149, Val MRR:0.40638, ice001 +2023-05-26 13:17:51,824 - ice001 - [INFO] - [E:206| 400]: Train Loss:0.0015154, Val MRR:0.40638, ice001 +2023-05-26 13:18:56,002 - ice001 - [INFO] - [E:206| 500]: Train Loss:0.0015152, Val MRR:0.40638, ice001 +2023-05-26 13:20:00,153 - ice001 - [INFO] - [E:206| 600]: Train Loss:0.0015154, Val MRR:0.40638, ice001 +2023-05-26 13:21:04,358 - ice001 - [INFO] - [E:206| 700]: Train Loss:0.0015157, Val MRR:0.40638, ice001 +2023-05-26 13:22:08,454 - ice001 - [INFO] - [E:206| 800]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 13:23:12,667 - ice001 - [INFO] - [E:206| 900]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 13:23:57,707 - ice001 - [INFO] - [Epoch:206]: Training Loss:0.001516 + +2023-05-26 13:23:57,924 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 13:24:11,782 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 13:24:25,403 - ice001 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.42818, Head : 0.37221, Avg : 0.4002 + +2023-05-26 13:24:25,404 - ice001 - [INFO] - [Epoch 206]: Training Loss: 0.0015161, Valid MRR: 0.40638, + + + +2023-05-26 13:24:26,057 - ice001 - [INFO] - [E:207| 0]: Train Loss:0.0015231, Val MRR:0.40638, ice001 +2023-05-26 13:25:30,233 - ice001 - [INFO] - [E:207| 100]: Train Loss:0.0015142, Val MRR:0.40638, ice001 +2023-05-26 13:26:34,324 - ice001 - [INFO] - [E:207| 200]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 13:27:38,516 - ice001 - [INFO] - [E:207| 300]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 13:28:42,684 - ice001 - [INFO] - [E:207| 400]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 13:29:46,836 - ice001 - [INFO] - [E:207| 500]: Train Loss:0.001515, Val MRR:0.40638, ice001 +2023-05-26 13:30:50,878 - ice001 - [INFO] - [E:207| 600]: Train Loss:0.0015153, Val MRR:0.40638, ice001 +2023-05-26 13:31:54,983 - ice001 - [INFO] - [E:207| 700]: Train Loss:0.0015155, Val MRR:0.40638, ice001 +2023-05-26 13:32:59,047 - ice001 - [INFO] - [E:207| 800]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 13:34:03,201 - ice001 - [INFO] - [E:207| 900]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 13:34:48,273 - ice001 - [INFO] - [Epoch:207]: Training Loss:0.001516 + +2023-05-26 13:34:48,490 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 13:35:02,341 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 13:35:15,985 - ice001 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.42798, Head : 0.37695, Avg : 0.40247 + +2023-05-26 13:35:15,985 - ice001 - [INFO] - [Epoch 207]: Training Loss: 0.001516, Valid MRR: 0.40638, + + + +2023-05-26 13:35:16,635 - ice001 - [INFO] - [E:208| 0]: Train Loss:0.0015166, Val MRR:0.40638, ice001 +2023-05-26 13:36:20,785 - ice001 - [INFO] - [E:208| 100]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 13:37:24,952 - ice001 - [INFO] - [E:208| 200]: Train Loss:0.0015132, Val MRR:0.40638, ice001 +2023-05-26 13:38:29,155 - ice001 - [INFO] - [E:208| 300]: Train Loss:0.0015144, Val MRR:0.40638, ice001 +2023-05-26 13:39:33,280 - ice001 - [INFO] - [E:208| 400]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 13:40:37,428 - ice001 - [INFO] - [E:208| 500]: Train Loss:0.0015151, Val MRR:0.40638, ice001 +2023-05-26 13:41:41,484 - ice001 - [INFO] - [E:208| 600]: Train Loss:0.0015155, Val MRR:0.40638, ice001 +2023-05-26 13:42:45,629 - ice001 - [INFO] - [E:208| 700]: Train Loss:0.0015156, Val MRR:0.40638, ice001 +2023-05-26 13:43:49,771 - ice001 - [INFO] - [E:208| 800]: Train Loss:0.0015157, Val MRR:0.40638, ice001 +2023-05-26 13:44:53,950 - ice001 - [INFO] - [E:208| 900]: Train Loss:0.0015157, Val MRR:0.40638, ice001 +2023-05-26 13:45:39,048 - ice001 - [INFO] - [Epoch:208]: Training Loss:0.001516 + +2023-05-26 13:45:39,265 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 13:45:53,110 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 13:46:06,738 - ice001 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.42871, Head : 0.37424, Avg : 0.40148 + +2023-05-26 13:46:06,738 - ice001 - [INFO] - [Epoch 208]: Training Loss: 0.0015161, Valid MRR: 0.40638, + + + +2023-05-26 13:46:07,388 - ice001 - [INFO] - [E:209| 0]: Train Loss:0.0015183, Val MRR:0.40638, ice001 +2023-05-26 13:47:11,559 - ice001 - [INFO] - [E:209| 100]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 13:48:15,670 - ice001 - [INFO] - [E:209| 200]: Train Loss:0.0015154, Val MRR:0.40638, ice001 +2023-05-26 13:49:19,867 - ice001 - [INFO] - [E:209| 300]: Train Loss:0.0015154, Val MRR:0.40638, ice001 +2023-05-26 13:50:23,972 - ice001 - [INFO] - [E:209| 400]: Train Loss:0.0015155, Val MRR:0.40638, ice001 +2023-05-26 13:51:28,050 - ice001 - [INFO] - [E:209| 500]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 13:52:32,207 - ice001 - [INFO] - [E:209| 600]: Train Loss:0.0015158, Val MRR:0.40638, ice001 +2023-05-26 13:53:36,328 - ice001 - [INFO] - [E:209| 700]: Train Loss:0.0015156, Val MRR:0.40638, ice001 +2023-05-26 13:54:40,504 - ice001 - [INFO] - [E:209| 800]: Train Loss:0.0015156, Val MRR:0.40638, ice001 +2023-05-26 13:55:44,568 - ice001 - [INFO] - [E:209| 900]: Train Loss:0.0015157, Val MRR:0.40638, ice001 +2023-05-26 13:56:29,637 - ice001 - [INFO] - [Epoch:209]: Training Loss:0.001516 + +2023-05-26 13:56:29,855 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 13:56:43,709 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 13:56:57,335 - ice001 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.42609, Head : 0.3711, Avg : 0.39859 + MR: Tail : 574.27, Head : 684.68, Avg : 629.48 + Hit-1: Tail : 0.34361, Head : 0.29166, Avg : 0.31764 + Hit-3: Tail : 0.4713, Head : 0.40854, Avg : 0.43992 + Hit-10: Tail : 0.57895, Head : 0.52057, Avg : 0.54976 +2023-05-26 13:56:57,335 - ice001 - [INFO] - [Epoch 209]: Training Loss: 0.0015158, Valid MRR: 0.40638, + + + +2023-05-26 13:56:57,989 - ice001 - [INFO] - [E:210| 0]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 13:58:02,064 - ice001 - [INFO] - [E:210| 100]: Train Loss:0.0015155, Val MRR:0.40638, ice001 +2023-05-26 13:59:06,196 - ice001 - [INFO] - [E:210| 200]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 14:00:10,286 - ice001 - [INFO] - [E:210| 300]: Train Loss:0.0015152, Val MRR:0.40638, ice001 +2023-05-26 14:01:14,459 - ice001 - [INFO] - [E:210| 400]: Train Loss:0.0015155, Val MRR:0.40638, ice001 +2023-05-26 14:02:18,614 - ice001 - [INFO] - [E:210| 500]: Train Loss:0.0015156, Val MRR:0.40638, ice001 +2023-05-26 14:03:22,714 - ice001 - [INFO] - [E:210| 600]: Train Loss:0.0015158, Val MRR:0.40638, ice001 +2023-05-26 14:04:26,749 - ice001 - [INFO] - [E:210| 700]: Train Loss:0.0015157, Val MRR:0.40638, ice001 +2023-05-26 14:05:30,893 - ice001 - [INFO] - [E:210| 800]: Train Loss:0.0015158, Val MRR:0.40638, ice001 +2023-05-26 14:06:35,037 - ice001 - [INFO] - [E:210| 900]: Train Loss:0.0015158, Val MRR:0.40638, ice001 +2023-05-26 14:07:20,183 - ice001 - [INFO] - [Epoch:210]: Training Loss:0.001516 + +2023-05-26 14:07:20,407 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 14:07:34,273 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 14:07:47,921 - ice001 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.4238, Head : 0.37185, Avg : 0.39783 + +2023-05-26 14:07:47,921 - ice001 - [INFO] - [Epoch 210]: Training Loss: 0.0015158, Valid MRR: 0.40638, + + + +2023-05-26 14:07:48,573 - ice001 - [INFO] - [E:211| 0]: Train Loss:0.0015228, Val MRR:0.40638, ice001 +2023-05-26 14:08:52,688 - ice001 - [INFO] - [E:211| 100]: Train Loss:0.0015165, Val MRR:0.40638, ice001 +2023-05-26 14:09:56,863 - ice001 - [INFO] - [E:211| 200]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 14:11:01,052 - ice001 - [INFO] - [E:211| 300]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 14:12:05,248 - ice001 - [INFO] - [E:211| 400]: Train Loss:0.0015157, Val MRR:0.40638, ice001 +2023-05-26 14:13:09,417 - ice001 - [INFO] - [E:211| 500]: Train Loss:0.0015158, Val MRR:0.40638, ice001 +2023-05-26 14:14:13,578 - ice001 - [INFO] - [E:211| 600]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 14:15:17,727 - ice001 - [INFO] - [E:211| 700]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 14:16:21,857 - ice001 - [INFO] - [E:211| 800]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 14:17:25,950 - ice001 - [INFO] - [E:211| 900]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 14:18:10,989 - ice001 - [INFO] - [Epoch:211]: Training Loss:0.001516 + +2023-05-26 14:18:11,206 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 14:18:25,073 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 14:18:38,755 - ice001 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.4251, Head : 0.37548, Avg : 0.40029 + +2023-05-26 14:18:38,755 - ice001 - [INFO] - [Epoch 211]: Training Loss: 0.0015157, Valid MRR: 0.40638, + + + +2023-05-26 14:18:39,403 - ice001 - [INFO] - [E:212| 0]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-26 14:19:43,568 - ice001 - [INFO] - [E:212| 100]: Train Loss:0.0015159, Val MRR:0.40638, ice001 +2023-05-26 14:20:47,757 - ice001 - [INFO] - [E:212| 200]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 14:21:51,851 - ice001 - [INFO] - [E:212| 300]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 14:22:56,049 - ice001 - [INFO] - [E:212| 400]: Train Loss:0.0015149, Val MRR:0.40638, ice001 +2023-05-26 14:24:00,089 - ice001 - [INFO] - [E:212| 500]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 14:25:04,199 - ice001 - [INFO] - [E:212| 600]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 14:26:08,364 - ice001 - [INFO] - [E:212| 700]: Train Loss:0.0015149, Val MRR:0.40638, ice001 +2023-05-26 14:27:12,513 - ice001 - [INFO] - [E:212| 800]: Train Loss:0.0015153, Val MRR:0.40638, ice001 +2023-05-26 14:28:16,736 - ice001 - [INFO] - [E:212| 900]: Train Loss:0.0015152, Val MRR:0.40638, ice001 +2023-05-26 14:29:01,802 - ice001 - [INFO] - [Epoch:212]: Training Loss:0.001515 + +2023-05-26 14:29:02,019 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 14:29:15,863 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 14:29:29,482 - ice001 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.42952, Head : 0.37787, Avg : 0.40369 + +2023-05-26 14:29:29,483 - ice001 - [INFO] - [Epoch 212]: Training Loss: 0.0015154, Valid MRR: 0.40638, + + + +2023-05-26 14:29:30,130 - ice001 - [INFO] - [E:213| 0]: Train Loss:0.0015115, Val MRR:0.40638, ice001 +2023-05-26 14:30:34,283 - ice001 - [INFO] - [E:213| 100]: Train Loss:0.0015138, Val MRR:0.40638, ice001 +2023-05-26 14:31:38,335 - ice001 - [INFO] - [E:213| 200]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 14:32:42,552 - ice001 - [INFO] - [E:213| 300]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 14:33:46,642 - ice001 - [INFO] - [E:213| 400]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 14:34:50,779 - ice001 - [INFO] - [E:213| 500]: Train Loss:0.001515, Val MRR:0.40638, ice001 +2023-05-26 14:35:54,853 - ice001 - [INFO] - [E:213| 600]: Train Loss:0.0015151, Val MRR:0.40638, ice001 +2023-05-26 14:36:58,999 - ice001 - [INFO] - [E:213| 700]: Train Loss:0.0015152, Val MRR:0.40638, ice001 +2023-05-26 14:38:03,076 - ice001 - [INFO] - [E:213| 800]: Train Loss:0.001515, Val MRR:0.40638, ice001 +2023-05-26 14:39:07,254 - ice001 - [INFO] - [E:213| 900]: Train Loss:0.0015151, Val MRR:0.40638, ice001 +2023-05-26 14:39:52,363 - ice001 - [INFO] - [Epoch:213]: Training Loss:0.001515 + +2023-05-26 14:39:52,580 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 14:40:06,432 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 14:40:20,089 - ice001 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.42288, Head : 0.37207, Avg : 0.39748 + +2023-05-26 14:40:20,089 - ice001 - [INFO] - [Epoch 213]: Training Loss: 0.0015151, Valid MRR: 0.40638, + + + +2023-05-26 14:40:20,740 - ice001 - [INFO] - [E:214| 0]: Train Loss:0.001519, Val MRR:0.40638, ice001 +2023-05-26 14:41:24,921 - ice001 - [INFO] - [E:214| 100]: Train Loss:0.0015139, Val MRR:0.40638, ice001 +2023-05-26 14:42:29,078 - ice001 - [INFO] - [E:214| 200]: Train Loss:0.0015138, Val MRR:0.40638, ice001 +2023-05-26 14:43:33,292 - ice001 - [INFO] - [E:214| 300]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 14:44:37,436 - ice001 - [INFO] - [E:214| 400]: Train Loss:0.0015143, Val MRR:0.40638, ice001 +2023-05-26 14:45:41,576 - ice001 - [INFO] - [E:214| 500]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 14:46:45,654 - ice001 - [INFO] - [E:214| 600]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 14:47:49,769 - ice001 - [INFO] - [E:214| 700]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 14:48:53,870 - ice001 - [INFO] - [E:214| 800]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 14:49:58,018 - ice001 - [INFO] - [E:214| 900]: Train Loss:0.0015149, Val MRR:0.40638, ice001 +2023-05-26 14:50:43,106 - ice001 - [INFO] - [Epoch:214]: Training Loss:0.001515 + +2023-05-26 14:50:43,324 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 14:50:57,171 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 14:51:10,805 - ice001 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.42084, Head : 0.37154, Avg : 0.39619 + +2023-05-26 14:51:10,806 - ice001 - [INFO] - [Epoch 214]: Training Loss: 0.0015151, Valid MRR: 0.40638, + + + +2023-05-26 14:51:11,457 - ice001 - [INFO] - [E:215| 0]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 14:52:15,692 - ice001 - [INFO] - [E:215| 100]: Train Loss:0.0015155, Val MRR:0.40638, ice001 +2023-05-26 14:53:19,880 - ice001 - [INFO] - [E:215| 200]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 14:54:24,126 - ice001 - [INFO] - [E:215| 300]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 14:55:28,339 - ice001 - [INFO] - [E:215| 400]: Train Loss:0.001515, Val MRR:0.40638, ice001 +2023-05-26 14:56:32,568 - ice001 - [INFO] - [E:215| 500]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 14:57:36,665 - ice001 - [INFO] - [E:215| 600]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 14:58:40,792 - ice001 - [INFO] - [E:215| 700]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 14:59:44,940 - ice001 - [INFO] - [E:215| 800]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 15:00:49,058 - ice001 - [INFO] - [E:215| 900]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 15:01:34,170 - ice001 - [INFO] - [Epoch:215]: Training Loss:0.001515 + +2023-05-26 15:01:34,387 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 15:01:48,238 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 15:02:01,875 - ice001 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.42265, Head : 0.37365, Avg : 0.39815 + +2023-05-26 15:02:01,876 - ice001 - [INFO] - [Epoch 215]: Training Loss: 0.0015149, Valid MRR: 0.40638, + + + +2023-05-26 15:02:02,525 - ice001 - [INFO] - [E:216| 0]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-26 15:03:06,685 - ice001 - [INFO] - [E:216| 100]: Train Loss:0.0015141, Val MRR:0.40638, ice001 +2023-05-26 15:04:10,851 - ice001 - [INFO] - [E:216| 200]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 15:05:15,022 - ice001 - [INFO] - [E:216| 300]: Train Loss:0.001515, Val MRR:0.40638, ice001 +2023-05-26 15:06:19,272 - ice001 - [INFO] - [E:216| 400]: Train Loss:0.0015148, Val MRR:0.40638, ice001 +2023-05-26 15:07:23,453 - ice001 - [INFO] - [E:216| 500]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 15:08:27,596 - ice001 - [INFO] - [E:216| 600]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 15:09:31,731 - ice001 - [INFO] - [E:216| 700]: Train Loss:0.0015144, Val MRR:0.40638, ice001 +2023-05-26 15:10:35,957 - ice001 - [INFO] - [E:216| 800]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 15:11:40,129 - ice001 - [INFO] - [E:216| 900]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 15:12:25,267 - ice001 - [INFO] - [Epoch:216]: Training Loss:0.001515 + +2023-05-26 15:12:25,486 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 15:12:39,356 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 15:12:52,998 - ice001 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.42353, Head : 0.37472, Avg : 0.39913 + +2023-05-26 15:12:52,998 - ice001 - [INFO] - [Epoch 216]: Training Loss: 0.0015147, Valid MRR: 0.40638, + + + +2023-05-26 15:12:53,650 - ice001 - [INFO] - [E:217| 0]: Train Loss:0.00153, Val MRR:0.40638, ice001 +2023-05-26 15:13:57,719 - ice001 - [INFO] - [E:217| 100]: Train Loss:0.0015141, Val MRR:0.40638, ice001 +2023-05-26 15:15:01,911 - ice001 - [INFO] - [E:217| 200]: Train Loss:0.0015138, Val MRR:0.40638, ice001 +2023-05-26 15:16:06,063 - ice001 - [INFO] - [E:217| 300]: Train Loss:0.0015143, Val MRR:0.40638, ice001 +2023-05-26 15:17:10,276 - ice001 - [INFO] - [E:217| 400]: Train Loss:0.0015144, Val MRR:0.40638, ice001 +2023-05-26 15:18:14,386 - ice001 - [INFO] - [E:217| 500]: Train Loss:0.0015144, Val MRR:0.40638, ice001 +2023-05-26 15:19:18,593 - ice001 - [INFO] - [E:217| 600]: Train Loss:0.0015143, Val MRR:0.40638, ice001 +2023-05-26 15:20:22,684 - ice001 - [INFO] - [E:217| 700]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 15:21:26,874 - ice001 - [INFO] - [E:217| 800]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 15:22:30,969 - ice001 - [INFO] - [E:217| 900]: Train Loss:0.0015149, Val MRR:0.40638, ice001 +2023-05-26 15:23:16,048 - ice001 - [INFO] - [Epoch:217]: Training Loss:0.001515 + +2023-05-26 15:23:16,265 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 15:23:30,151 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 15:23:43,790 - ice001 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.42503, Head : 0.37323, Avg : 0.39913 + +2023-05-26 15:23:43,790 - ice001 - [INFO] - [Epoch 217]: Training Loss: 0.0015147, Valid MRR: 0.40638, + + + +2023-05-26 15:23:44,441 - ice001 - [INFO] - [E:218| 0]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 15:24:48,551 - ice001 - [INFO] - [E:218| 100]: Train Loss:0.0015137, Val MRR:0.40638, ice001 +2023-05-26 15:25:52,717 - ice001 - [INFO] - [E:218| 200]: Train Loss:0.0015141, Val MRR:0.40638, ice001 +2023-05-26 15:26:56,796 - ice001 - [INFO] - [E:218| 300]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 15:28:00,922 - ice001 - [INFO] - [E:218| 400]: Train Loss:0.0015143, Val MRR:0.40638, ice001 +2023-05-26 15:29:05,047 - ice001 - [INFO] - [E:218| 500]: Train Loss:0.0015142, Val MRR:0.40638, ice001 +2023-05-26 15:30:09,192 - ice001 - [INFO] - [E:218| 600]: Train Loss:0.0015144, Val MRR:0.40638, ice001 +2023-05-26 15:31:13,248 - ice001 - [INFO] - [E:218| 700]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 15:32:17,344 - ice001 - [INFO] - [E:218| 800]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 15:33:21,522 - ice001 - [INFO] - [E:218| 900]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 15:34:06,569 - ice001 - [INFO] - [Epoch:218]: Training Loss:0.001515 + +2023-05-26 15:34:06,786 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 15:34:20,618 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 15:34:34,270 - ice001 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.42729, Head : 0.37565, Avg : 0.40147 + +2023-05-26 15:34:34,270 - ice001 - [INFO] - [Epoch 218]: Training Loss: 0.0015146, Valid MRR: 0.40638, + + + +2023-05-26 15:34:34,921 - ice001 - [INFO] - [E:219| 0]: Train Loss:0.0015032, Val MRR:0.40638, ice001 +2023-05-26 15:35:39,078 - ice001 - [INFO] - [E:219| 100]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 15:36:43,157 - ice001 - [INFO] - [E:219| 200]: Train Loss:0.0015143, Val MRR:0.40638, ice001 +2023-05-26 15:37:47,395 - ice001 - [INFO] - [E:219| 300]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 15:38:51,504 - ice001 - [INFO] - [E:219| 400]: Train Loss:0.0015143, Val MRR:0.40638, ice001 +2023-05-26 15:39:55,687 - ice001 - [INFO] - [E:219| 500]: Train Loss:0.0015145, Val MRR:0.40638, ice001 +2023-05-26 15:40:59,841 - ice001 - [INFO] - [E:219| 600]: Train Loss:0.0015144, Val MRR:0.40638, ice001 +2023-05-26 15:42:04,056 - ice001 - [INFO] - [E:219| 700]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 15:43:08,225 - ice001 - [INFO] - [E:219| 800]: Train Loss:0.0015141, Val MRR:0.40638, ice001 +2023-05-26 15:44:12,419 - ice001 - [INFO] - [E:219| 900]: Train Loss:0.0015143, Val MRR:0.40638, ice001 +2023-05-26 15:44:57,506 - ice001 - [INFO] - [Epoch:219]: Training Loss:0.001514 + +2023-05-26 15:44:57,722 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 15:45:11,566 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 15:45:25,195 - ice001 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.42685, Head : 0.37553, Avg : 0.40119 + MR: Tail : 534.78, Head : 653.98, Avg : 594.38 + Hit-1: Tail : 0.34337, Head : 0.29773, Avg : 0.32055 + Hit-3: Tail : 0.47372, Head : 0.41134, Avg : 0.44253 + Hit-10: Tail : 0.57713, Head : 0.5247, Avg : 0.55092 +2023-05-26 15:45:25,195 - ice001 - [INFO] - [Epoch 219]: Training Loss: 0.0015143, Valid MRR: 0.40638, + + + +2023-05-26 15:45:25,844 - ice001 - [INFO] - [E:220| 0]: Train Loss:0.0015154, Val MRR:0.40638, ice001 +2023-05-26 15:46:29,952 - ice001 - [INFO] - [E:220| 100]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 15:47:34,089 - ice001 - [INFO] - [E:220| 200]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 15:48:38,230 - ice001 - [INFO] - [E:220| 300]: Train Loss:0.0015131, Val MRR:0.40638, ice001 +2023-05-26 15:49:42,422 - ice001 - [INFO] - [E:220| 400]: Train Loss:0.0015131, Val MRR:0.40638, ice001 +2023-05-26 15:50:46,643 - ice001 - [INFO] - [E:220| 500]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 15:51:50,721 - ice001 - [INFO] - [E:220| 600]: Train Loss:0.0015137, Val MRR:0.40638, ice001 +2023-05-26 15:52:54,916 - ice001 - [INFO] - [E:220| 700]: Train Loss:0.0015138, Val MRR:0.40638, ice001 +2023-05-26 15:53:59,013 - ice001 - [INFO] - [E:220| 800]: Train Loss:0.0015139, Val MRR:0.40638, ice001 +2023-05-26 15:55:03,140 - ice001 - [INFO] - [E:220| 900]: Train Loss:0.0015142, Val MRR:0.40638, ice001 +2023-05-26 15:55:48,228 - ice001 - [INFO] - [Epoch:220]: Training Loss:0.001514 + +2023-05-26 15:55:48,446 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 15:56:02,292 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 15:56:15,924 - ice001 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.42429, Head : 0.37306, Avg : 0.39868 + +2023-05-26 15:56:15,924 - ice001 - [INFO] - [Epoch 220]: Training Loss: 0.0015142, Valid MRR: 0.40638, + + + +2023-05-26 15:56:16,575 - ice001 - [INFO] - [E:221| 0]: Train Loss:0.0015179, Val MRR:0.40638, ice001 +2023-05-26 15:57:20,742 - ice001 - [INFO] - [E:221| 100]: Train Loss:0.0015147, Val MRR:0.40638, ice001 +2023-05-26 15:58:24,940 - ice001 - [INFO] - [E:221| 200]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 15:59:29,140 - ice001 - [INFO] - [E:221| 300]: Train Loss:0.0015136, Val MRR:0.40638, ice001 +2023-05-26 16:00:33,337 - ice001 - [INFO] - [E:221| 400]: Train Loss:0.0015137, Val MRR:0.40638, ice001 +2023-05-26 16:01:37,611 - ice001 - [INFO] - [E:221| 500]: Train Loss:0.0015135, Val MRR:0.40638, ice001 +2023-05-26 16:02:41,743 - ice001 - [INFO] - [E:221| 600]: Train Loss:0.0015135, Val MRR:0.40638, ice001 +2023-05-26 16:03:45,927 - ice001 - [INFO] - [E:221| 700]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 16:04:50,020 - ice001 - [INFO] - [E:221| 800]: Train Loss:0.0015136, Val MRR:0.40638, ice001 +2023-05-26 16:05:54,070 - ice001 - [INFO] - [E:221| 900]: Train Loss:0.0015138, Val MRR:0.40638, ice001 +2023-05-26 16:06:39,274 - ice001 - [INFO] - [Epoch:221]: Training Loss:0.001514 + +2023-05-26 16:06:39,492 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 16:06:53,338 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 16:07:06,966 - ice001 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.42539, Head : 0.37438, Avg : 0.39988 + +2023-05-26 16:07:06,966 - ice001 - [INFO] - [Epoch 221]: Training Loss: 0.0015141, Valid MRR: 0.40638, + + + +2023-05-26 16:07:07,620 - ice001 - [INFO] - [E:222| 0]: Train Loss:0.0015042, Val MRR:0.40638, ice001 +2023-05-26 16:08:11,766 - ice001 - [INFO] - [E:222| 100]: Train Loss:0.0015142, Val MRR:0.40638, ice001 +2023-05-26 16:09:15,932 - ice001 - [INFO] - [E:222| 200]: Train Loss:0.0015139, Val MRR:0.40638, ice001 +2023-05-26 16:10:20,122 - ice001 - [INFO] - [E:222| 300]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 16:11:24,281 - ice001 - [INFO] - [E:222| 400]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 16:12:28,452 - ice001 - [INFO] - [E:222| 500]: Train Loss:0.0015138, Val MRR:0.40638, ice001 +2023-05-26 16:13:32,557 - ice001 - [INFO] - [E:222| 600]: Train Loss:0.0015138, Val MRR:0.40638, ice001 +2023-05-26 16:14:36,683 - ice001 - [INFO] - [E:222| 700]: Train Loss:0.0015139, Val MRR:0.40638, ice001 +2023-05-26 16:15:40,884 - ice001 - [INFO] - [E:222| 800]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 16:16:45,071 - ice001 - [INFO] - [E:222| 900]: Train Loss:0.0015141, Val MRR:0.40638, ice001 +2023-05-26 16:17:30,209 - ice001 - [INFO] - [Epoch:222]: Training Loss:0.001514 + +2023-05-26 16:17:30,429 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 16:17:44,275 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 16:17:57,906 - ice001 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.42546, Head : 0.37079, Avg : 0.39812 + +2023-05-26 16:17:57,906 - ice001 - [INFO] - [Epoch 222]: Training Loss: 0.0015141, Valid MRR: 0.40638, + + + +2023-05-26 16:17:58,556 - ice001 - [INFO] - [E:223| 0]: Train Loss:0.0015069, Val MRR:0.40638, ice001 +2023-05-26 16:19:02,698 - ice001 - [INFO] - [E:223| 100]: Train Loss:0.0015129, Val MRR:0.40638, ice001 +2023-05-26 16:20:06,893 - ice001 - [INFO] - [E:223| 200]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 16:21:11,060 - ice001 - [INFO] - [E:223| 300]: Train Loss:0.0015133, Val MRR:0.40638, ice001 +2023-05-26 16:22:15,254 - ice001 - [INFO] - [E:223| 400]: Train Loss:0.0015132, Val MRR:0.40638, ice001 +2023-05-26 16:23:19,326 - ice001 - [INFO] - [E:223| 500]: Train Loss:0.0015131, Val MRR:0.40638, ice001 +2023-05-26 16:24:23,450 - ice001 - [INFO] - [E:223| 600]: Train Loss:0.0015131, Val MRR:0.40638, ice001 +2023-05-26 16:25:27,539 - ice001 - [INFO] - [E:223| 700]: Train Loss:0.0015132, Val MRR:0.40638, ice001 +2023-05-26 16:26:31,670 - ice001 - [INFO] - [E:223| 800]: Train Loss:0.0015133, Val MRR:0.40638, ice001 +2023-05-26 16:27:35,750 - ice001 - [INFO] - [E:223| 900]: Train Loss:0.0015135, Val MRR:0.40638, ice001 +2023-05-26 16:28:20,900 - ice001 - [INFO] - [Epoch:223]: Training Loss:0.001514 + +2023-05-26 16:28:21,118 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 16:28:34,999 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 16:28:48,650 - ice001 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.42712, Head : 0.37275, Avg : 0.39994 + +2023-05-26 16:28:48,650 - ice001 - [INFO] - [Epoch 223]: Training Loss: 0.0015136, Valid MRR: 0.40638, + + + +2023-05-26 16:28:49,319 - ice001 - [INFO] - [E:224| 0]: Train Loss:0.0015173, Val MRR:0.40638, ice001 +2023-05-26 16:29:53,423 - ice001 - [INFO] - [E:224| 100]: Train Loss:0.001513, Val MRR:0.40638, ice001 +2023-05-26 16:30:57,596 - ice001 - [INFO] - [E:224| 200]: Train Loss:0.0015132, Val MRR:0.40638, ice001 +2023-05-26 16:32:01,715 - ice001 - [INFO] - [E:224| 300]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 16:33:05,903 - ice001 - [INFO] - [E:224| 400]: Train Loss:0.0015133, Val MRR:0.40638, ice001 +2023-05-26 16:34:09,967 - ice001 - [INFO] - [E:224| 500]: Train Loss:0.0015137, Val MRR:0.40638, ice001 +2023-05-26 16:35:14,164 - ice001 - [INFO] - [E:224| 600]: Train Loss:0.0015141, Val MRR:0.40638, ice001 +2023-05-26 16:36:18,275 - ice001 - [INFO] - [E:224| 700]: Train Loss:0.0015138, Val MRR:0.40638, ice001 +2023-05-26 16:37:22,355 - ice001 - [INFO] - [E:224| 800]: Train Loss:0.0015139, Val MRR:0.40638, ice001 +2023-05-26 16:38:26,542 - ice001 - [INFO] - [E:224| 900]: Train Loss:0.0015139, Val MRR:0.40638, ice001 +2023-05-26 16:39:11,645 - ice001 - [INFO] - [Epoch:224]: Training Loss:0.001514 + +2023-05-26 16:39:11,862 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 16:39:25,706 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 16:39:39,406 - ice001 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.42791, Head : 0.37253, Avg : 0.40022 + +2023-05-26 16:39:39,407 - ice001 - [INFO] - [Epoch 224]: Training Loss: 0.001514, Valid MRR: 0.40638, + + + +2023-05-26 16:39:40,071 - ice001 - [INFO] - [E:225| 0]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-26 16:40:44,219 - ice001 - [INFO] - [E:225| 100]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-26 16:41:48,409 - ice001 - [INFO] - [E:225| 200]: Train Loss:0.0015137, Val MRR:0.40638, ice001 +2023-05-26 16:42:52,572 - ice001 - [INFO] - [E:225| 300]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 16:43:56,740 - ice001 - [INFO] - [E:225| 400]: Train Loss:0.0015133, Val MRR:0.40638, ice001 +2023-05-26 16:45:00,917 - ice001 - [INFO] - [E:225| 500]: Train Loss:0.0015132, Val MRR:0.40638, ice001 +2023-05-26 16:46:05,057 - ice001 - [INFO] - [E:225| 600]: Train Loss:0.0015133, Val MRR:0.40638, ice001 +2023-05-26 16:47:09,187 - ice001 - [INFO] - [E:225| 700]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 16:48:13,245 - ice001 - [INFO] - [E:225| 800]: Train Loss:0.0015136, Val MRR:0.40638, ice001 +2023-05-26 16:49:17,425 - ice001 - [INFO] - [E:225| 900]: Train Loss:0.0015136, Val MRR:0.40638, ice001 +2023-05-26 16:50:02,558 - ice001 - [INFO] - [Epoch:225]: Training Loss:0.001514 + +2023-05-26 16:50:02,777 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 16:50:16,622 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 16:50:30,244 - ice001 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.42586, Head : 0.37192, Avg : 0.39889 + +2023-05-26 16:50:30,244 - ice001 - [INFO] - [Epoch 225]: Training Loss: 0.0015136, Valid MRR: 0.40638, + + + +2023-05-26 16:50:30,893 - ice001 - [INFO] - [E:226| 0]: Train Loss:0.001516, Val MRR:0.40638, ice001 +2023-05-26 16:51:35,041 - ice001 - [INFO] - [E:226| 100]: Train Loss:0.0015153, Val MRR:0.40638, ice001 +2023-05-26 16:52:39,209 - ice001 - [INFO] - [E:226| 200]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 16:53:43,332 - ice001 - [INFO] - [E:226| 300]: Train Loss:0.0015139, Val MRR:0.40638, ice001 +2023-05-26 16:54:47,457 - ice001 - [INFO] - [E:226| 400]: Train Loss:0.0015139, Val MRR:0.40638, ice001 +2023-05-26 16:55:51,616 - ice001 - [INFO] - [E:226| 500]: Train Loss:0.0015138, Val MRR:0.40638, ice001 +2023-05-26 16:56:55,754 - ice001 - [INFO] - [E:226| 600]: Train Loss:0.0015136, Val MRR:0.40638, ice001 +2023-05-26 16:57:59,947 - ice001 - [INFO] - [E:226| 700]: Train Loss:0.0015136, Val MRR:0.40638, ice001 +2023-05-26 16:59:04,157 - ice001 - [INFO] - [E:226| 800]: Train Loss:0.0015136, Val MRR:0.40638, ice001 +2023-05-26 17:00:08,393 - ice001 - [INFO] - [E:226| 900]: Train Loss:0.0015135, Val MRR:0.40638, ice001 +2023-05-26 17:00:53,433 - ice001 - [INFO] - [Epoch:226]: Training Loss:0.001514 + +2023-05-26 17:00:53,650 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 17:01:07,508 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 17:01:21,145 - ice001 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.43093, Head : 0.3758, Avg : 0.40336 + +2023-05-26 17:01:21,145 - ice001 - [INFO] - [Epoch 226]: Training Loss: 0.0015136, Valid MRR: 0.40638, + + + +2023-05-26 17:01:21,794 - ice001 - [INFO] - [E:227| 0]: Train Loss:0.0015295, Val MRR:0.40638, ice001 +2023-05-26 17:02:25,975 - ice001 - [INFO] - [E:227| 100]: Train Loss:0.0015115, Val MRR:0.40638, ice001 +2023-05-26 17:03:30,082 - ice001 - [INFO] - [E:227| 200]: Train Loss:0.0015126, Val MRR:0.40638, ice001 +2023-05-26 17:04:34,262 - ice001 - [INFO] - [E:227| 300]: Train Loss:0.0015131, Val MRR:0.40638, ice001 +2023-05-26 17:05:38,342 - ice001 - [INFO] - [E:227| 400]: Train Loss:0.0015135, Val MRR:0.40638, ice001 +2023-05-26 17:06:42,585 - ice001 - [INFO] - [E:227| 500]: Train Loss:0.0015136, Val MRR:0.40638, ice001 +2023-05-26 17:07:46,749 - ice001 - [INFO] - [E:227| 600]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 17:08:50,963 - ice001 - [INFO] - [E:227| 700]: Train Loss:0.0015135, Val MRR:0.40638, ice001 +2023-05-26 17:09:55,113 - ice001 - [INFO] - [E:227| 800]: Train Loss:0.0015133, Val MRR:0.40638, ice001 +2023-05-26 17:10:59,365 - ice001 - [INFO] - [E:227| 900]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 17:11:44,468 - ice001 - [INFO] - [Epoch:227]: Training Loss:0.001514 + +2023-05-26 17:11:44,686 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 17:11:58,568 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 17:12:12,206 - ice001 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.42959, Head : 0.37301, Avg : 0.4013 + +2023-05-26 17:12:12,206 - ice001 - [INFO] - [Epoch 227]: Training Loss: 0.0015137, Valid MRR: 0.40638, + + + +2023-05-26 17:12:12,856 - ice001 - [INFO] - [E:228| 0]: Train Loss:0.0015074, Val MRR:0.40638, ice001 +2023-05-26 17:13:17,009 - ice001 - [INFO] - [E:228| 100]: Train Loss:0.0015149, Val MRR:0.40638, ice001 +2023-05-26 17:14:21,091 - ice001 - [INFO] - [E:228| 200]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 17:15:25,181 - ice001 - [INFO] - [E:228| 300]: Train Loss:0.0015135, Val MRR:0.40638, ice001 +2023-05-26 17:16:29,350 - ice001 - [INFO] - [E:228| 400]: Train Loss:0.0015132, Val MRR:0.40638, ice001 +2023-05-26 17:17:33,429 - ice001 - [INFO] - [E:228| 500]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 17:18:37,529 - ice001 - [INFO] - [E:228| 600]: Train Loss:0.0015136, Val MRR:0.40638, ice001 +2023-05-26 17:19:41,646 - ice001 - [INFO] - [E:228| 700]: Train Loss:0.0015132, Val MRR:0.40638, ice001 +2023-05-26 17:20:45,795 - ice001 - [INFO] - [E:228| 800]: Train Loss:0.0015133, Val MRR:0.40638, ice001 +2023-05-26 17:21:49,939 - ice001 - [INFO] - [E:228| 900]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 17:22:35,099 - ice001 - [INFO] - [Epoch:228]: Training Loss:0.001513 + +2023-05-26 17:22:35,316 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 17:22:49,163 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 17:23:02,796 - ice001 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.43113, Head : 0.37632, Avg : 0.40373 + +2023-05-26 17:23:02,796 - ice001 - [INFO] - [Epoch 228]: Training Loss: 0.0015133, Valid MRR: 0.40638, + + + +2023-05-26 17:23:03,444 - ice001 - [INFO] - [E:229| 0]: Train Loss:0.0015061, Val MRR:0.40638, ice001 +2023-05-26 17:24:07,517 - ice001 - [INFO] - [E:229| 100]: Train Loss:0.001512, Val MRR:0.40638, ice001 +2023-05-26 17:25:11,733 - ice001 - [INFO] - [E:229| 200]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 17:26:15,876 - ice001 - [INFO] - [E:229| 300]: Train Loss:0.0015129, Val MRR:0.40638, ice001 +2023-05-26 17:27:20,051 - ice001 - [INFO] - [E:229| 400]: Train Loss:0.0015127, Val MRR:0.40638, ice001 +2023-05-26 17:28:24,161 - ice001 - [INFO] - [E:229| 500]: Train Loss:0.0015132, Val MRR:0.40638, ice001 +2023-05-26 17:29:28,321 - ice001 - [INFO] - [E:229| 600]: Train Loss:0.0015131, Val MRR:0.40638, ice001 +2023-05-26 17:30:32,485 - ice001 - [INFO] - [E:229| 700]: Train Loss:0.0015131, Val MRR:0.40638, ice001 +2023-05-26 17:31:36,739 - ice001 - [INFO] - [E:229| 800]: Train Loss:0.0015129, Val MRR:0.40638, ice001 +2023-05-26 17:32:40,932 - ice001 - [INFO] - [E:229| 900]: Train Loss:0.001513, Val MRR:0.40638, ice001 +2023-05-26 17:33:26,120 - ice001 - [INFO] - [Epoch:229]: Training Loss:0.001513 + +2023-05-26 17:33:26,342 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 17:33:40,230 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 17:33:53,856 - ice001 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.42465, Head : 0.37242, Avg : 0.39853 + MR: Tail : 522.88, Head : 632.96, Avg : 577.92 + Hit-1: Tail : 0.3424, Head : 0.29542, Avg : 0.31891 + Hit-3: Tail : 0.46559, Head : 0.40854, Avg : 0.43707 + Hit-10: Tail : 0.5798, Head : 0.52094, Avg : 0.55037 +2023-05-26 17:33:53,856 - ice001 - [INFO] - [Epoch 229]: Training Loss: 0.001513, Valid MRR: 0.40638, + + + +2023-05-26 17:33:54,506 - ice001 - [INFO] - [E:230| 0]: Train Loss:0.0015152, Val MRR:0.40638, ice001 +2023-05-26 17:34:58,647 - ice001 - [INFO] - [E:230| 100]: Train Loss:0.0015135, Val MRR:0.40638, ice001 +2023-05-26 17:36:02,854 - ice001 - [INFO] - [E:230| 200]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 17:37:06,934 - ice001 - [INFO] - [E:230| 300]: Train Loss:0.0015134, Val MRR:0.40638, ice001 +2023-05-26 17:38:11,154 - ice001 - [INFO] - [E:230| 400]: Train Loss:0.0015129, Val MRR:0.40638, ice001 +2023-05-26 17:39:15,281 - ice001 - [INFO] - [E:230| 500]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 17:40:19,454 - ice001 - [INFO] - [E:230| 600]: Train Loss:0.0015127, Val MRR:0.40638, ice001 +2023-05-26 17:41:23,572 - ice001 - [INFO] - [E:230| 700]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 17:42:27,757 - ice001 - [INFO] - [E:230| 800]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 17:43:31,921 - ice001 - [INFO] - [E:230| 900]: Train Loss:0.0015129, Val MRR:0.40638, ice001 +2023-05-26 17:44:17,031 - ice001 - [INFO] - [Epoch:230]: Training Loss:0.001513 + +2023-05-26 17:44:17,247 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 17:44:31,098 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 17:44:44,763 - ice001 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.42873, Head : 0.37401, Avg : 0.40137 + +2023-05-26 17:44:44,763 - ice001 - [INFO] - [Epoch 230]: Training Loss: 0.0015129, Valid MRR: 0.40638, + + + +2023-05-26 17:44:45,412 - ice001 - [INFO] - [E:231| 0]: Train Loss:0.0015062, Val MRR:0.40638, ice001 +2023-05-26 17:45:49,520 - ice001 - [INFO] - [E:231| 100]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 17:46:53,751 - ice001 - [INFO] - [E:231| 200]: Train Loss:0.001512, Val MRR:0.40638, ice001 +2023-05-26 17:47:57,856 - ice001 - [INFO] - [E:231| 300]: Train Loss:0.001512, Val MRR:0.40638, ice001 +2023-05-26 17:49:01,997 - ice001 - [INFO] - [E:231| 400]: Train Loss:0.0015125, Val MRR:0.40638, ice001 +2023-05-26 17:50:06,143 - ice001 - [INFO] - [E:231| 500]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 17:51:10,222 - ice001 - [INFO] - [E:231| 600]: Train Loss:0.0015126, Val MRR:0.40638, ice001 +2023-05-26 17:52:14,442 - ice001 - [INFO] - [E:231| 700]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 17:53:18,539 - ice001 - [INFO] - [E:231| 800]: Train Loss:0.0015127, Val MRR:0.40638, ice001 +2023-05-26 17:54:22,711 - ice001 - [INFO] - [E:231| 900]: Train Loss:0.001513, Val MRR:0.40638, ice001 +2023-05-26 17:55:07,881 - ice001 - [INFO] - [Epoch:231]: Training Loss:0.001513 + +2023-05-26 17:55:08,098 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 17:55:21,954 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 17:55:35,581 - ice001 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.42508, Head : 0.36934, Avg : 0.39721 + +2023-05-26 17:55:35,581 - ice001 - [INFO] - [Epoch 231]: Training Loss: 0.001513, Valid MRR: 0.40638, + + + +2023-05-26 17:55:36,233 - ice001 - [INFO] - [E:232| 0]: Train Loss:0.0015205, Val MRR:0.40638, ice001 +2023-05-26 17:56:40,505 - ice001 - [INFO] - [E:232| 100]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 17:57:44,695 - ice001 - [INFO] - [E:232| 200]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 17:58:48,914 - ice001 - [INFO] - [E:232| 300]: Train Loss:0.0015126, Val MRR:0.40638, ice001 +2023-05-26 17:59:53,005 - ice001 - [INFO] - [E:232| 400]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 18:00:57,235 - ice001 - [INFO] - [E:232| 500]: Train Loss:0.0015121, Val MRR:0.40638, ice001 +2023-05-26 18:02:01,369 - ice001 - [INFO] - [E:232| 600]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 18:03:05,584 - ice001 - [INFO] - [E:232| 700]: Train Loss:0.0015125, Val MRR:0.40638, ice001 +2023-05-26 18:04:09,732 - ice001 - [INFO] - [E:232| 800]: Train Loss:0.0015126, Val MRR:0.40638, ice001 +2023-05-26 18:05:13,993 - ice001 - [INFO] - [E:232| 900]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 18:05:59,027 - ice001 - [INFO] - [Epoch:232]: Training Loss:0.001513 + +2023-05-26 18:05:59,245 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 18:06:13,107 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 18:06:26,732 - ice001 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.4219, Head : 0.372, Avg : 0.39695 + +2023-05-26 18:06:26,732 - ice001 - [INFO] - [Epoch 232]: Training Loss: 0.0015128, Valid MRR: 0.40638, + + + +2023-05-26 18:06:27,382 - ice001 - [INFO] - [E:233| 0]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 18:07:31,498 - ice001 - [INFO] - [E:233| 100]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 18:08:35,604 - ice001 - [INFO] - [E:233| 200]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 18:09:39,811 - ice001 - [INFO] - [E:233| 300]: Train Loss:0.001512, Val MRR:0.40638, ice001 +2023-05-26 18:10:44,009 - ice001 - [INFO] - [E:233| 400]: Train Loss:0.001512, Val MRR:0.40638, ice001 +2023-05-26 18:11:48,182 - ice001 - [INFO] - [E:233| 500]: Train Loss:0.0015121, Val MRR:0.40638, ice001 +2023-05-26 18:12:52,347 - ice001 - [INFO] - [E:233| 600]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 18:13:56,541 - ice001 - [INFO] - [E:233| 700]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 18:15:00,711 - ice001 - [INFO] - [E:233| 800]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 18:16:04,846 - ice001 - [INFO] - [E:233| 900]: Train Loss:0.0015125, Val MRR:0.40638, ice001 +2023-05-26 18:16:49,898 - ice001 - [INFO] - [Epoch:233]: Training Loss:0.001513 + +2023-05-26 18:16:50,115 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 18:17:03,951 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 18:17:17,594 - ice001 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.43108, Head : 0.37494, Avg : 0.40301 + +2023-05-26 18:17:17,594 - ice001 - [INFO] - [Epoch 233]: Training Loss: 0.0015126, Valid MRR: 0.40638, + + + +2023-05-26 18:17:18,245 - ice001 - [INFO] - [E:234| 0]: Train Loss:0.0015039, Val MRR:0.40638, ice001 +2023-05-26 18:18:22,399 - ice001 - [INFO] - [E:234| 100]: Train Loss:0.0015142, Val MRR:0.40638, ice001 +2023-05-26 18:19:26,503 - ice001 - [INFO] - [E:234| 200]: Train Loss:0.0015129, Val MRR:0.40638, ice001 +2023-05-26 18:20:30,664 - ice001 - [INFO] - [E:234| 300]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 18:21:34,736 - ice001 - [INFO] - [E:234| 400]: Train Loss:0.0015121, Val MRR:0.40638, ice001 +2023-05-26 18:22:38,918 - ice001 - [INFO] - [E:234| 500]: Train Loss:0.0015122, Val MRR:0.40638, ice001 +2023-05-26 18:23:43,060 - ice001 - [INFO] - [E:234| 600]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 18:24:47,182 - ice001 - [INFO] - [E:234| 700]: Train Loss:0.0015125, Val MRR:0.40638, ice001 +2023-05-26 18:25:51,348 - ice001 - [INFO] - [E:234| 800]: Train Loss:0.0015126, Val MRR:0.40638, ice001 +2023-05-26 18:26:55,463 - ice001 - [INFO] - [E:234| 900]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 18:27:40,603 - ice001 - [INFO] - [Epoch:234]: Training Loss:0.001513 + +2023-05-26 18:27:40,821 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 18:27:54,673 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 18:28:08,308 - ice001 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.42671, Head : 0.37262, Avg : 0.39966 + +2023-05-26 18:28:08,308 - ice001 - [INFO] - [Epoch 234]: Training Loss: 0.0015127, Valid MRR: 0.40638, + + + +2023-05-26 18:28:08,959 - ice001 - [INFO] - [E:235| 0]: Train Loss:0.0015193, Val MRR:0.40638, ice001 +2023-05-26 18:29:13,147 - ice001 - [INFO] - [E:235| 100]: Train Loss:0.0015121, Val MRR:0.40638, ice001 +2023-05-26 18:30:17,337 - ice001 - [INFO] - [E:235| 200]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 18:31:21,490 - ice001 - [INFO] - [E:235| 300]: Train Loss:0.0015115, Val MRR:0.40638, ice001 +2023-05-26 18:32:25,617 - ice001 - [INFO] - [E:235| 400]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 18:33:29,758 - ice001 - [INFO] - [E:235| 500]: Train Loss:0.0015122, Val MRR:0.40638, ice001 +2023-05-26 18:34:33,973 - ice001 - [INFO] - [E:235| 600]: Train Loss:0.0015121, Val MRR:0.40638, ice001 +2023-05-26 18:35:38,150 - ice001 - [INFO] - [E:235| 700]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 18:36:42,313 - ice001 - [INFO] - [E:235| 800]: Train Loss:0.0015122, Val MRR:0.40638, ice001 +2023-05-26 18:37:46,470 - ice001 - [INFO] - [E:235| 900]: Train Loss:0.0015125, Val MRR:0.40638, ice001 +2023-05-26 18:38:31,645 - ice001 - [INFO] - [Epoch:235]: Training Loss:0.001513 + +2023-05-26 18:38:31,865 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 18:38:45,723 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 18:38:59,360 - ice001 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.4246, Head : 0.37045, Avg : 0.39752 + +2023-05-26 18:38:59,360 - ice001 - [INFO] - [Epoch 235]: Training Loss: 0.0015125, Valid MRR: 0.40638, + + + +2023-05-26 18:39:00,011 - ice001 - [INFO] - [E:236| 0]: Train Loss:0.0015187, Val MRR:0.40638, ice001 +2023-05-26 18:40:04,178 - ice001 - [INFO] - [E:236| 100]: Train Loss:0.0015114, Val MRR:0.40638, ice001 +2023-05-26 18:41:08,323 - ice001 - [INFO] - [E:236| 200]: Train Loss:0.0015112, Val MRR:0.40638, ice001 +2023-05-26 18:42:12,400 - ice001 - [INFO] - [E:236| 300]: Train Loss:0.0015114, Val MRR:0.40638, ice001 +2023-05-26 18:43:16,624 - ice001 - [INFO] - [E:236| 400]: Train Loss:0.0015112, Val MRR:0.40638, ice001 +2023-05-26 18:44:20,710 - ice001 - [INFO] - [E:236| 500]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 18:45:24,942 - ice001 - [INFO] - [E:236| 600]: Train Loss:0.0015115, Val MRR:0.40638, ice001 +2023-05-26 18:46:29,030 - ice001 - [INFO] - [E:236| 700]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 18:47:33,214 - ice001 - [INFO] - [E:236| 800]: Train Loss:0.001512, Val MRR:0.40638, ice001 +2023-05-26 18:48:37,351 - ice001 - [INFO] - [E:236| 900]: Train Loss:0.0015122, Val MRR:0.40638, ice001 +2023-05-26 18:49:22,446 - ice001 - [INFO] - [Epoch:236]: Training Loss:0.001512 + +2023-05-26 18:49:22,663 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 18:49:36,556 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 18:49:50,235 - ice001 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.42716, Head : 0.37327, Avg : 0.40022 + +2023-05-26 18:49:50,235 - ice001 - [INFO] - [Epoch 236]: Training Loss: 0.0015123, Valid MRR: 0.40638, + + + +2023-05-26 18:49:50,885 - ice001 - [INFO] - [E:237| 0]: Train Loss:0.0015232, Val MRR:0.40638, ice001 +2023-05-26 18:50:55,020 - ice001 - [INFO] - [E:237| 100]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 18:51:59,182 - ice001 - [INFO] - [E:237| 200]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 18:53:03,331 - ice001 - [INFO] - [E:237| 300]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 18:54:07,513 - ice001 - [INFO] - [E:237| 400]: Train Loss:0.0015126, Val MRR:0.40638, ice001 +2023-05-26 18:55:11,630 - ice001 - [INFO] - [E:237| 500]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 18:56:15,796 - ice001 - [INFO] - [E:237| 600]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 18:57:20,007 - ice001 - [INFO] - [E:237| 700]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 18:58:24,128 - ice001 - [INFO] - [E:237| 800]: Train Loss:0.0015125, Val MRR:0.40638, ice001 +2023-05-26 18:59:28,356 - ice001 - [INFO] - [E:237| 900]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 19:00:13,474 - ice001 - [INFO] - [Epoch:237]: Training Loss:0.001512 + +2023-05-26 19:00:13,691 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 19:00:27,541 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 19:00:41,184 - ice001 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.4292, Head : 0.37195, Avg : 0.40058 + +2023-05-26 19:00:41,184 - ice001 - [INFO] - [Epoch 237]: Training Loss: 0.0015124, Valid MRR: 0.40638, + + + +2023-05-26 19:00:41,835 - ice001 - [INFO] - [E:238| 0]: Train Loss:0.0015015, Val MRR:0.40638, ice001 +2023-05-26 19:01:45,975 - ice001 - [INFO] - [E:238| 100]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 19:02:50,044 - ice001 - [INFO] - [E:238| 200]: Train Loss:0.0015125, Val MRR:0.40638, ice001 +2023-05-26 19:03:54,248 - ice001 - [INFO] - [E:238| 300]: Train Loss:0.0015128, Val MRR:0.40638, ice001 +2023-05-26 19:04:58,415 - ice001 - [INFO] - [E:238| 400]: Train Loss:0.0015126, Val MRR:0.40638, ice001 +2023-05-26 19:06:02,618 - ice001 - [INFO] - [E:238| 500]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 19:07:06,789 - ice001 - [INFO] - [E:238| 600]: Train Loss:0.0015123, Val MRR:0.40638, ice001 +2023-05-26 19:08:10,979 - ice001 - [INFO] - [E:238| 700]: Train Loss:0.0015122, Val MRR:0.40638, ice001 +2023-05-26 19:09:15,119 - ice001 - [INFO] - [E:238| 800]: Train Loss:0.0015124, Val MRR:0.40638, ice001 +2023-05-26 19:10:19,312 - ice001 - [INFO] - [E:238| 900]: Train Loss:0.0015122, Val MRR:0.40638, ice001 +2023-05-26 19:11:04,459 - ice001 - [INFO] - [Epoch:238]: Training Loss:0.001512 + +2023-05-26 19:11:04,677 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 19:11:18,526 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 19:11:32,168 - ice001 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.42553, Head : 0.37188, Avg : 0.39871 + +2023-05-26 19:11:32,168 - ice001 - [INFO] - [Epoch 238]: Training Loss: 0.0015123, Valid MRR: 0.40638, + + + +2023-05-26 19:11:32,818 - ice001 - [INFO] - [E:239| 0]: Train Loss:0.0015061, Val MRR:0.40638, ice001 +2023-05-26 19:12:37,012 - ice001 - [INFO] - [E:239| 100]: Train Loss:0.0015112, Val MRR:0.40638, ice001 +2023-05-26 19:13:41,186 - ice001 - [INFO] - [E:239| 200]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 19:14:45,378 - ice001 - [INFO] - [E:239| 300]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 19:15:49,520 - ice001 - [INFO] - [E:239| 400]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 19:16:53,751 - ice001 - [INFO] - [E:239| 500]: Train Loss:0.0015114, Val MRR:0.40638, ice001 +2023-05-26 19:17:57,900 - ice001 - [INFO] - [E:239| 600]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 19:19:02,088 - ice001 - [INFO] - [E:239| 700]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 19:20:06,309 - ice001 - [INFO] - [E:239| 800]: Train Loss:0.0015114, Val MRR:0.40638, ice001 +2023-05-26 19:21:10,506 - ice001 - [INFO] - [E:239| 900]: Train Loss:0.0015117, Val MRR:0.40638, ice001 +2023-05-26 19:21:55,559 - ice001 - [INFO] - [Epoch:239]: Training Loss:0.001512 + +2023-05-26 19:21:55,777 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 19:22:09,649 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 19:22:23,298 - ice001 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.42906, Head : 0.37673, Avg : 0.40289 + MR: Tail : 547.12, Head : 657.15, Avg : 602.13 + Hit-1: Tail : 0.3441, Head : 0.29858, Avg : 0.32134 + Hit-3: Tail : 0.47627, Head : 0.41158, Avg : 0.44393 + Hit-10: Tail : 0.58721, Head : 0.52676, Avg : 0.55699 +2023-05-26 19:22:23,299 - ice001 - [INFO] - [Epoch 239]: Training Loss: 0.0015117, Valid MRR: 0.40638, + + + +2023-05-26 19:22:23,951 - ice001 - [INFO] - [E:240| 0]: Train Loss:0.0014982, Val MRR:0.40638, ice001 +2023-05-26 19:23:28,152 - ice001 - [INFO] - [E:240| 100]: Train Loss:0.0015117, Val MRR:0.40638, ice001 +2023-05-26 19:24:32,268 - ice001 - [INFO] - [E:240| 200]: Train Loss:0.0015119, Val MRR:0.40638, ice001 +2023-05-26 19:25:36,443 - ice001 - [INFO] - [E:240| 300]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 19:26:40,531 - ice001 - [INFO] - [E:240| 400]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 19:27:44,756 - ice001 - [INFO] - [E:240| 500]: Train Loss:0.0015117, Val MRR:0.40638, ice001 +2023-05-26 19:28:48,909 - ice001 - [INFO] - [E:240| 600]: Train Loss:0.0015116, Val MRR:0.40638, ice001 +2023-05-26 19:29:53,088 - ice001 - [INFO] - [E:240| 700]: Train Loss:0.0015117, Val MRR:0.40638, ice001 +2023-05-26 19:30:57,262 - ice001 - [INFO] - [E:240| 800]: Train Loss:0.0015119, Val MRR:0.40638, ice001 +2023-05-26 19:32:01,462 - ice001 - [INFO] - [E:240| 900]: Train Loss:0.001512, Val MRR:0.40638, ice001 +2023-05-26 19:32:46,567 - ice001 - [INFO] - [Epoch:240]: Training Loss:0.001512 + +2023-05-26 19:32:46,784 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 19:33:00,633 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 19:33:14,267 - ice001 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.42548, Head : 0.37116, Avg : 0.39832 + +2023-05-26 19:33:14,267 - ice001 - [INFO] - [Epoch 240]: Training Loss: 0.001512, Valid MRR: 0.40638, + + + +2023-05-26 19:33:14,916 - ice001 - [INFO] - [E:241| 0]: Train Loss:0.0015024, Val MRR:0.40638, ice001 +2023-05-26 19:34:19,118 - ice001 - [INFO] - [E:241| 100]: Train Loss:0.0015121, Val MRR:0.40638, ice001 +2023-05-26 19:35:23,307 - ice001 - [INFO] - [E:241| 200]: Train Loss:0.0015109, Val MRR:0.40638, ice001 +2023-05-26 19:36:27,538 - ice001 - [INFO] - [E:241| 300]: Train Loss:0.0015114, Val MRR:0.40638, ice001 +2023-05-26 19:37:31,675 - ice001 - [INFO] - [E:241| 400]: Train Loss:0.0015116, Val MRR:0.40638, ice001 +2023-05-26 19:38:35,839 - ice001 - [INFO] - [E:241| 500]: Train Loss:0.0015116, Val MRR:0.40638, ice001 +2023-05-26 19:39:40,023 - ice001 - [INFO] - [E:241| 600]: Train Loss:0.0015121, Val MRR:0.40638, ice001 +2023-05-26 19:40:44,160 - ice001 - [INFO] - [E:241| 700]: Train Loss:0.001512, Val MRR:0.40638, ice001 +2023-05-26 19:41:48,393 - ice001 - [INFO] - [E:241| 800]: Train Loss:0.0015121, Val MRR:0.40638, ice001 +2023-05-26 19:42:52,613 - ice001 - [INFO] - [E:241| 900]: Train Loss:0.0015119, Val MRR:0.40638, ice001 +2023-05-26 19:43:37,850 - ice001 - [INFO] - [Epoch:241]: Training Loss:0.001512 + +2023-05-26 19:43:38,067 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 19:43:51,917 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 19:44:05,560 - ice001 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.42541, Head : 0.37134, Avg : 0.39838 + +2023-05-26 19:44:05,560 - ice001 - [INFO] - [Epoch 241]: Training Loss: 0.001512, Valid MRR: 0.40638, + + + +2023-05-26 19:44:06,211 - ice001 - [INFO] - [E:242| 0]: Train Loss:0.0015314, Val MRR:0.40638, ice001 +2023-05-26 19:45:10,398 - ice001 - [INFO] - [E:242| 100]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 19:46:14,584 - ice001 - [INFO] - [E:242| 200]: Train Loss:0.0015109, Val MRR:0.40638, ice001 +2023-05-26 19:47:18,699 - ice001 - [INFO] - [E:242| 300]: Train Loss:0.0015117, Val MRR:0.40638, ice001 +2023-05-26 19:48:22,868 - ice001 - [INFO] - [E:242| 400]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 19:49:26,979 - ice001 - [INFO] - [E:242| 500]: Train Loss:0.0015119, Val MRR:0.40638, ice001 +2023-05-26 19:50:31,140 - ice001 - [INFO] - [E:242| 600]: Train Loss:0.0015119, Val MRR:0.40638, ice001 +2023-05-26 19:51:35,289 - ice001 - [INFO] - [E:242| 700]: Train Loss:0.0015119, Val MRR:0.40638, ice001 +2023-05-26 19:52:39,457 - ice001 - [INFO] - [E:242| 800]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 19:53:43,583 - ice001 - [INFO] - [E:242| 900]: Train Loss:0.0015119, Val MRR:0.40638, ice001 +2023-05-26 19:54:28,726 - ice001 - [INFO] - [Epoch:242]: Training Loss:0.001512 + +2023-05-26 19:54:28,944 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 19:54:42,825 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 19:54:56,450 - ice001 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.42969, Head : 0.37056, Avg : 0.40013 + +2023-05-26 19:54:56,450 - ice001 - [INFO] - [Epoch 242]: Training Loss: 0.0015119, Valid MRR: 0.40638, + + + +2023-05-26 19:54:57,100 - ice001 - [INFO] - [E:243| 0]: Train Loss:0.0015058, Val MRR:0.40638, ice001 +2023-05-26 19:56:01,217 - ice001 - [INFO] - [E:243| 100]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 19:57:05,405 - ice001 - [INFO] - [E:243| 200]: Train Loss:0.0015106, Val MRR:0.40638, ice001 +2023-05-26 19:58:09,540 - ice001 - [INFO] - [E:243| 300]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 19:59:13,717 - ice001 - [INFO] - [E:243| 400]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 20:00:17,843 - ice001 - [INFO] - [E:243| 500]: Train Loss:0.0015109, Val MRR:0.40638, ice001 +2023-05-26 20:01:22,066 - ice001 - [INFO] - [E:243| 600]: Train Loss:0.0015109, Val MRR:0.40638, ice001 +2023-05-26 20:02:26,187 - ice001 - [INFO] - [E:243| 700]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 20:03:30,373 - ice001 - [INFO] - [E:243| 800]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 20:04:34,478 - ice001 - [INFO] - [E:243| 900]: Train Loss:0.0015114, Val MRR:0.40638, ice001 +2023-05-26 20:05:19,588 - ice001 - [INFO] - [Epoch:243]: Training Loss:0.001511 + +2023-05-26 20:05:19,805 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 20:05:33,650 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 20:05:47,347 - ice001 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.42731, Head : 0.37246, Avg : 0.39988 + +2023-05-26 20:05:47,347 - ice001 - [INFO] - [Epoch 243]: Training Loss: 0.0015114, Valid MRR: 0.40638, + + + +2023-05-26 20:05:47,999 - ice001 - [INFO] - [E:244| 0]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-26 20:06:52,165 - ice001 - [INFO] - [E:244| 100]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-26 20:07:56,295 - ice001 - [INFO] - [E:244| 200]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 20:09:00,538 - ice001 - [INFO] - [E:244| 300]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 20:10:04,708 - ice001 - [INFO] - [E:244| 400]: Train Loss:0.0015112, Val MRR:0.40638, ice001 +2023-05-26 20:11:08,871 - ice001 - [INFO] - [E:244| 500]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 20:12:13,054 - ice001 - [INFO] - [E:244| 600]: Train Loss:0.0015114, Val MRR:0.40638, ice001 +2023-05-26 20:13:17,227 - ice001 - [INFO] - [E:244| 700]: Train Loss:0.0015114, Val MRR:0.40638, ice001 +2023-05-26 20:14:21,371 - ice001 - [INFO] - [E:244| 800]: Train Loss:0.0015115, Val MRR:0.40638, ice001 +2023-05-26 20:15:25,569 - ice001 - [INFO] - [E:244| 900]: Train Loss:0.0015116, Val MRR:0.40638, ice001 +2023-05-26 20:16:10,655 - ice001 - [INFO] - [Epoch:244]: Training Loss:0.001512 + +2023-05-26 20:16:10,872 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 20:16:24,720 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 20:16:38,346 - ice001 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.42959, Head : 0.37261, Avg : 0.4011 + +2023-05-26 20:16:38,346 - ice001 - [INFO] - [Epoch 244]: Training Loss: 0.0015116, Valid MRR: 0.40638, + + + +2023-05-26 20:16:38,996 - ice001 - [INFO] - [E:245| 0]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 20:17:43,244 - ice001 - [INFO] - [E:245| 100]: Train Loss:0.0015117, Val MRR:0.40638, ice001 +2023-05-26 20:18:47,371 - ice001 - [INFO] - [E:245| 200]: Train Loss:0.0015115, Val MRR:0.40638, ice001 +2023-05-26 20:19:51,574 - ice001 - [INFO] - [E:245| 300]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 20:20:55,753 - ice001 - [INFO] - [E:245| 400]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 20:21:59,954 - ice001 - [INFO] - [E:245| 500]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 20:23:04,108 - ice001 - [INFO] - [E:245| 600]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 20:24:08,288 - ice001 - [INFO] - [E:245| 700]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 20:25:12,408 - ice001 - [INFO] - [E:245| 800]: Train Loss:0.0015115, Val MRR:0.40638, ice001 +2023-05-26 20:26:16,557 - ice001 - [INFO] - [E:245| 900]: Train Loss:0.0015114, Val MRR:0.40638, ice001 +2023-05-26 20:27:01,661 - ice001 - [INFO] - [Epoch:245]: Training Loss:0.001511 + +2023-05-26 20:27:01,879 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 20:27:15,729 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 20:27:29,363 - ice001 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.4279, Head : 0.37418, Avg : 0.40104 + +2023-05-26 20:27:29,363 - ice001 - [INFO] - [Epoch 245]: Training Loss: 0.0015115, Valid MRR: 0.40638, + + + +2023-05-26 20:27:30,016 - ice001 - [INFO] - [E:246| 0]: Train Loss:0.0015034, Val MRR:0.40638, ice001 +2023-05-26 20:28:34,232 - ice001 - [INFO] - [E:246| 100]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 20:29:38,341 - ice001 - [INFO] - [E:246| 200]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 20:30:42,527 - ice001 - [INFO] - [E:246| 300]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 20:31:46,681 - ice001 - [INFO] - [E:246| 400]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 20:32:50,836 - ice001 - [INFO] - [E:246| 500]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 20:33:54,951 - ice001 - [INFO] - [E:246| 600]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 20:34:59,130 - ice001 - [INFO] - [E:246| 700]: Train Loss:0.0015112, Val MRR:0.40638, ice001 +2023-05-26 20:36:03,277 - ice001 - [INFO] - [E:246| 800]: Train Loss:0.0015113, Val MRR:0.40638, ice001 +2023-05-26 20:37:07,433 - ice001 - [INFO] - [E:246| 900]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 20:37:52,549 - ice001 - [INFO] - [Epoch:246]: Training Loss:0.001511 + +2023-05-26 20:37:52,766 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 20:38:06,623 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 20:38:20,271 - ice001 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.42575, Head : 0.3711, Avg : 0.39843 + +2023-05-26 20:38:20,272 - ice001 - [INFO] - [Epoch 246]: Training Loss: 0.0015112, Valid MRR: 0.40638, + + + +2023-05-26 20:38:20,923 - ice001 - [INFO] - [E:247| 0]: Train Loss:0.001506, Val MRR:0.40638, ice001 +2023-05-26 20:39:25,167 - ice001 - [INFO] - [E:247| 100]: Train Loss:0.0015101, Val MRR:0.40638, ice001 +2023-05-26 20:40:29,284 - ice001 - [INFO] - [E:247| 200]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 20:41:33,377 - ice001 - [INFO] - [E:247| 300]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-26 20:42:37,582 - ice001 - [INFO] - [E:247| 400]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 20:43:41,782 - ice001 - [INFO] - [E:247| 500]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 20:44:45,953 - ice001 - [INFO] - [E:247| 600]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 20:45:50,081 - ice001 - [INFO] - [E:247| 700]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 20:46:54,241 - ice001 - [INFO] - [E:247| 800]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 20:47:58,332 - ice001 - [INFO] - [E:247| 900]: Train Loss:0.0015108, Val MRR:0.40638, ice001 +2023-05-26 20:48:43,507 - ice001 - [INFO] - [Epoch:247]: Training Loss:0.001511 + +2023-05-26 20:48:43,723 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 20:48:57,562 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 20:49:11,196 - ice001 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.42917, Head : 0.37626, Avg : 0.40271 + +2023-05-26 20:49:11,197 - ice001 - [INFO] - [Epoch 247]: Training Loss: 0.001511, Valid MRR: 0.40638, + + + +2023-05-26 20:49:11,846 - ice001 - [INFO] - [E:248| 0]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 20:50:15,984 - ice001 - [INFO] - [E:248| 100]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 20:51:20,187 - ice001 - [INFO] - [E:248| 200]: Train Loss:0.0015107, Val MRR:0.40638, ice001 +2023-05-26 20:52:24,310 - ice001 - [INFO] - [E:248| 300]: Train Loss:0.0015112, Val MRR:0.40638, ice001 +2023-05-26 20:53:28,478 - ice001 - [INFO] - [E:248| 400]: Train Loss:0.0015109, Val MRR:0.40638, ice001 +2023-05-26 20:54:32,576 - ice001 - [INFO] - [E:248| 500]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 20:55:36,696 - ice001 - [INFO] - [E:248| 600]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 20:56:40,766 - ice001 - [INFO] - [E:248| 700]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 20:57:45,006 - ice001 - [INFO] - [E:248| 800]: Train Loss:0.001511, Val MRR:0.40638, ice001 +2023-05-26 20:58:49,132 - ice001 - [INFO] - [E:248| 900]: Train Loss:0.0015111, Val MRR:0.40638, ice001 +2023-05-26 20:59:34,303 - ice001 - [INFO] - [Epoch:248]: Training Loss:0.001511 + +2023-05-26 20:59:34,521 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 20:59:48,376 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 21:00:02,004 - ice001 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.42475, Head : 0.37248, Avg : 0.39862 + +2023-05-26 21:00:02,004 - ice001 - [INFO] - [Epoch 248]: Training Loss: 0.0015111, Valid MRR: 0.40638, + + + +2023-05-26 21:00:02,655 - ice001 - [INFO] - [E:249| 0]: Train Loss:0.0015119, Val MRR:0.40638, ice001 +2023-05-26 21:01:06,768 - ice001 - [INFO] - [E:249| 100]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-26 21:02:10,962 - ice001 - [INFO] - [E:249| 200]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 21:03:15,168 - ice001 - [INFO] - [E:249| 300]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 21:04:19,428 - ice001 - [INFO] - [E:249| 400]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-26 21:05:23,530 - ice001 - [INFO] - [E:249| 500]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 21:06:27,627 - ice001 - [INFO] - [E:249| 600]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 21:07:31,766 - ice001 - [INFO] - [E:249| 700]: Train Loss:0.0015108, Val MRR:0.40638, ice001 +2023-05-26 21:08:35,937 - ice001 - [INFO] - [E:249| 800]: Train Loss:0.0015109, Val MRR:0.40638, ice001 +2023-05-26 21:09:40,055 - ice001 - [INFO] - [E:249| 900]: Train Loss:0.0015109, Val MRR:0.40638, ice001 +2023-05-26 21:10:25,168 - ice001 - [INFO] - [Epoch:249]: Training Loss:0.001511 + +2023-05-26 21:10:25,388 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 21:10:39,298 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 21:10:52,954 - ice001 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.42788, Head : 0.3751, Avg : 0.40149 + MR: Tail : 532.52, Head : 656.9, Avg : 594.71 + Hit-1: Tail : 0.34494, Head : 0.2964, Avg : 0.32067 + Hit-3: Tail : 0.4719, Head : 0.41194, Avg : 0.44192 + Hit-10: Tail : 0.57871, Head : 0.52118, Avg : 0.54995 +2023-05-26 21:10:52,954 - ice001 - [INFO] - [Epoch 249]: Training Loss: 0.001511, Valid MRR: 0.40638, + + + +2023-05-26 21:10:53,604 - ice001 - [INFO] - [E:250| 0]: Train Loss:0.0015189, Val MRR:0.40638, ice001 +2023-05-26 21:11:57,689 - ice001 - [INFO] - [E:250| 100]: Train Loss:0.0015096, Val MRR:0.40638, ice001 +2023-05-26 21:13:01,932 - ice001 - [INFO] - [E:250| 200]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-26 21:14:06,052 - ice001 - [INFO] - [E:250| 300]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-26 21:15:10,247 - ice001 - [INFO] - [E:250| 400]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-26 21:16:14,324 - ice001 - [INFO] - [E:250| 500]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 21:17:18,457 - ice001 - [INFO] - [E:250| 600]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 21:18:22,617 - ice001 - [INFO] - [E:250| 700]: Train Loss:0.0015101, Val MRR:0.40638, ice001 +2023-05-26 21:19:26,719 - ice001 - [INFO] - [E:250| 800]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 21:20:30,841 - ice001 - [INFO] - [E:250| 900]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 21:21:15,933 - ice001 - [INFO] - [Epoch:250]: Training Loss:0.001511 + +2023-05-26 21:21:16,150 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 21:21:30,002 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 21:21:43,631 - ice001 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.42809, Head : 0.37363, Avg : 0.40086 + +2023-05-26 21:21:43,631 - ice001 - [INFO] - [Epoch 250]: Training Loss: 0.0015106, Valid MRR: 0.40638, + + + +2023-05-26 21:21:44,280 - ice001 - [INFO] - [E:251| 0]: Train Loss:0.0015067, Val MRR:0.40638, ice001 +2023-05-26 21:22:48,464 - ice001 - [INFO] - [E:251| 100]: Train Loss:0.0015087, Val MRR:0.40638, ice001 +2023-05-26 21:23:52,654 - ice001 - [INFO] - [E:251| 200]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-26 21:24:56,869 - ice001 - [INFO] - [E:251| 300]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 21:26:00,981 - ice001 - [INFO] - [E:251| 400]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 21:27:05,212 - ice001 - [INFO] - [E:251| 500]: Train Loss:0.0015106, Val MRR:0.40638, ice001 +2023-05-26 21:28:09,406 - ice001 - [INFO] - [E:251| 600]: Train Loss:0.0015106, Val MRR:0.40638, ice001 +2023-05-26 21:29:13,655 - ice001 - [INFO] - [E:251| 700]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 21:30:17,791 - ice001 - [INFO] - [E:251| 800]: Train Loss:0.0015106, Val MRR:0.40638, ice001 +2023-05-26 21:31:21,953 - ice001 - [INFO] - [E:251| 900]: Train Loss:0.0015106, Val MRR:0.40638, ice001 +2023-05-26 21:32:07,036 - ice001 - [INFO] - [Epoch:251]: Training Loss:0.001511 + +2023-05-26 21:32:07,252 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 21:32:21,096 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 21:32:34,717 - ice001 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.42434, Head : 0.37347, Avg : 0.3989 + +2023-05-26 21:32:34,717 - ice001 - [INFO] - [Epoch 251]: Training Loss: 0.0015108, Valid MRR: 0.40638, + + + +2023-05-26 21:32:35,369 - ice001 - [INFO] - [E:252| 0]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-26 21:33:39,553 - ice001 - [INFO] - [E:252| 100]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-26 21:34:43,631 - ice001 - [INFO] - [E:252| 200]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 21:35:47,840 - ice001 - [INFO] - [E:252| 300]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 21:36:52,028 - ice001 - [INFO] - [E:252| 400]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-26 21:37:56,242 - ice001 - [INFO] - [E:252| 500]: Train Loss:0.0015101, Val MRR:0.40638, ice001 +2023-05-26 21:39:00,296 - ice001 - [INFO] - [E:252| 600]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 21:40:04,484 - ice001 - [INFO] - [E:252| 700]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 21:41:08,583 - ice001 - [INFO] - [E:252| 800]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 21:42:12,766 - ice001 - [INFO] - [E:252| 900]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 21:42:57,892 - ice001 - [INFO] - [Epoch:252]: Training Loss:0.001511 + +2023-05-26 21:42:58,109 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 21:43:11,969 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 21:43:25,613 - ice001 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.42612, Head : 0.37679, Avg : 0.40145 + +2023-05-26 21:43:25,613 - ice001 - [INFO] - [Epoch 252]: Training Loss: 0.0015108, Valid MRR: 0.40638, + + + +2023-05-26 21:43:26,263 - ice001 - [INFO] - [E:253| 0]: Train Loss:0.0014996, Val MRR:0.40638, ice001 +2023-05-26 21:44:30,401 - ice001 - [INFO] - [E:253| 100]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 21:45:34,581 - ice001 - [INFO] - [E:253| 200]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 21:46:38,795 - ice001 - [INFO] - [E:253| 300]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 21:47:42,866 - ice001 - [INFO] - [E:253| 400]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 21:48:47,050 - ice001 - [INFO] - [E:253| 500]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 21:49:51,161 - ice001 - [INFO] - [E:253| 600]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 21:50:55,349 - ice001 - [INFO] - [E:253| 700]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 21:51:59,569 - ice001 - [INFO] - [E:253| 800]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 21:53:03,752 - ice001 - [INFO] - [E:253| 900]: Train Loss:0.0015106, Val MRR:0.40638, ice001 +2023-05-26 21:53:48,911 - ice001 - [INFO] - [Epoch:253]: Training Loss:0.001511 + +2023-05-26 21:53:49,128 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 21:54:02,973 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 21:54:16,619 - ice001 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.42512, Head : 0.37413, Avg : 0.39962 + +2023-05-26 21:54:16,620 - ice001 - [INFO] - [Epoch 253]: Training Loss: 0.0015106, Valid MRR: 0.40638, + + + +2023-05-26 21:54:17,269 - ice001 - [INFO] - [E:254| 0]: Train Loss:0.0015057, Val MRR:0.40638, ice001 +2023-05-26 21:55:21,408 - ice001 - [INFO] - [E:254| 100]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 21:56:25,561 - ice001 - [INFO] - [E:254| 200]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 21:57:29,679 - ice001 - [INFO] - [E:254| 300]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 21:58:33,867 - ice001 - [INFO] - [E:254| 400]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 21:59:37,957 - ice001 - [INFO] - [E:254| 500]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 22:00:42,117 - ice001 - [INFO] - [E:254| 600]: Train Loss:0.0015105, Val MRR:0.40638, ice001 +2023-05-26 22:01:46,323 - ice001 - [INFO] - [E:254| 700]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 22:02:50,484 - ice001 - [INFO] - [E:254| 800]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 22:03:54,648 - ice001 - [INFO] - [E:254| 900]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 22:04:39,857 - ice001 - [INFO] - [Epoch:254]: Training Loss:0.00151 + +2023-05-26 22:04:40,074 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 22:04:53,918 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 22:05:07,544 - ice001 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.42261, Head : 0.37245, Avg : 0.39753 + +2023-05-26 22:05:07,544 - ice001 - [INFO] - [Epoch 254]: Training Loss: 0.0015103, Valid MRR: 0.40638, + + + +2023-05-26 22:05:08,192 - ice001 - [INFO] - [E:255| 0]: Train Loss:0.0015112, Val MRR:0.40638, ice001 +2023-05-26 22:06:12,290 - ice001 - [INFO] - [E:255| 100]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 22:07:16,519 - ice001 - [INFO] - [E:255| 200]: Train Loss:0.0015094, Val MRR:0.40638, ice001 +2023-05-26 22:08:20,704 - ice001 - [INFO] - [E:255| 300]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-26 22:09:24,852 - ice001 - [INFO] - [E:255| 400]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-26 22:10:28,956 - ice001 - [INFO] - [E:255| 500]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-26 22:11:33,096 - ice001 - [INFO] - [E:255| 600]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-26 22:12:37,227 - ice001 - [INFO] - [E:255| 700]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-26 22:13:41,423 - ice001 - [INFO] - [E:255| 800]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 22:14:45,551 - ice001 - [INFO] - [E:255| 900]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 22:15:30,688 - ice001 - [INFO] - [Epoch:255]: Training Loss:0.001511 + +2023-05-26 22:15:30,908 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 22:15:44,803 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 22:15:58,435 - ice001 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.42419, Head : 0.37228, Avg : 0.39824 + +2023-05-26 22:15:58,435 - ice001 - [INFO] - [Epoch 255]: Training Loss: 0.0015105, Valid MRR: 0.40638, + + + +2023-05-26 22:15:59,084 - ice001 - [INFO] - [E:256| 0]: Train Loss:0.0015195, Val MRR:0.40638, ice001 +2023-05-26 22:17:03,252 - ice001 - [INFO] - [E:256| 100]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 22:18:07,424 - ice001 - [INFO] - [E:256| 200]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 22:19:11,554 - ice001 - [INFO] - [E:256| 300]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 22:20:15,818 - ice001 - [INFO] - [E:256| 400]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 22:21:19,870 - ice001 - [INFO] - [E:256| 500]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 22:22:24,148 - ice001 - [INFO] - [E:256| 600]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 22:23:28,355 - ice001 - [INFO] - [E:256| 700]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 22:24:32,499 - ice001 - [INFO] - [E:256| 800]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 22:25:36,614 - ice001 - [INFO] - [E:256| 900]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 22:26:21,686 - ice001 - [INFO] - [Epoch:256]: Training Loss:0.00151 + +2023-05-26 22:26:21,903 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 22:26:35,755 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 22:26:49,442 - ice001 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.4247, Head : 0.37122, Avg : 0.39796 + +2023-05-26 22:26:49,442 - ice001 - [INFO] - [Epoch 256]: Training Loss: 0.0015104, Valid MRR: 0.40638, + + + +2023-05-26 22:26:50,102 - ice001 - [INFO] - [E:257| 0]: Train Loss:0.0015201, Val MRR:0.40638, ice001 +2023-05-26 22:27:54,208 - ice001 - [INFO] - [E:257| 100]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-26 22:28:58,372 - ice001 - [INFO] - [E:257| 200]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-26 22:30:02,474 - ice001 - [INFO] - [E:257| 300]: Train Loss:0.0015094, Val MRR:0.40638, ice001 +2023-05-26 22:31:06,556 - ice001 - [INFO] - [E:257| 400]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 22:32:10,786 - ice001 - [INFO] - [E:257| 500]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 22:33:14,874 - ice001 - [INFO] - [E:257| 600]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-26 22:34:19,021 - ice001 - [INFO] - [E:257| 700]: Train Loss:0.0015101, Val MRR:0.40638, ice001 +2023-05-26 22:35:23,090 - ice001 - [INFO] - [E:257| 800]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-26 22:36:27,203 - ice001 - [INFO] - [E:257| 900]: Train Loss:0.0015104, Val MRR:0.40638, ice001 +2023-05-26 22:37:12,307 - ice001 - [INFO] - [Epoch:257]: Training Loss:0.00151 + +2023-05-26 22:37:12,524 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 22:37:26,370 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 22:37:39,997 - ice001 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.42484, Head : 0.3734, Avg : 0.39912 + +2023-05-26 22:37:39,997 - ice001 - [INFO] - [Epoch 257]: Training Loss: 0.0015104, Valid MRR: 0.40638, + + + +2023-05-26 22:37:40,661 - ice001 - [INFO] - [E:258| 0]: Train Loss:0.0015035, Val MRR:0.40638, ice001 +2023-05-26 22:38:44,831 - ice001 - [INFO] - [E:258| 100]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-26 22:39:48,982 - ice001 - [INFO] - [E:258| 200]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-26 22:40:53,146 - ice001 - [INFO] - [E:258| 300]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-26 22:41:57,317 - ice001 - [INFO] - [E:258| 400]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-26 22:43:01,498 - ice001 - [INFO] - [E:258| 500]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 22:44:05,630 - ice001 - [INFO] - [E:258| 600]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 22:45:09,760 - ice001 - [INFO] - [E:258| 700]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 22:46:13,855 - ice001 - [INFO] - [E:258| 800]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 22:47:18,007 - ice001 - [INFO] - [E:258| 900]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 22:48:03,037 - ice001 - [INFO] - [Epoch:258]: Training Loss:0.00151 + +2023-05-26 22:48:03,254 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 22:48:17,108 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 22:48:30,741 - ice001 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.42512, Head : 0.37415, Avg : 0.39963 + +2023-05-26 22:48:30,741 - ice001 - [INFO] - [Epoch 258]: Training Loss: 0.00151, Valid MRR: 0.40638, + + + +2023-05-26 22:48:31,390 - ice001 - [INFO] - [E:259| 0]: Train Loss:0.0015039, Val MRR:0.40638, ice001 +2023-05-26 22:49:35,530 - ice001 - [INFO] - [E:259| 100]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-26 22:50:39,585 - ice001 - [INFO] - [E:259| 200]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-26 22:51:43,761 - ice001 - [INFO] - [E:259| 300]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 22:52:47,873 - ice001 - [INFO] - [E:259| 400]: Train Loss:0.0015101, Val MRR:0.40638, ice001 +2023-05-26 22:53:52,042 - ice001 - [INFO] - [E:259| 500]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 22:54:56,128 - ice001 - [INFO] - [E:259| 600]: Train Loss:0.0015096, Val MRR:0.40638, ice001 +2023-05-26 22:56:00,239 - ice001 - [INFO] - [E:259| 700]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 22:57:04,324 - ice001 - [INFO] - [E:259| 800]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 22:58:08,369 - ice001 - [INFO] - [E:259| 900]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 22:58:53,527 - ice001 - [INFO] - [Epoch:259]: Training Loss:0.00151 + +2023-05-26 22:58:53,744 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 22:59:07,602 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 22:59:21,256 - ice001 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.43118, Head : 0.37727, Avg : 0.40422 + MR: Tail : 513.5, Head : 627.83, Avg : 570.66 + Hit-1: Tail : 0.34931, Head : 0.2987, Avg : 0.32401 + Hit-3: Tail : 0.4719, Head : 0.41413, Avg : 0.44301 + Hit-10: Tail : 0.5866, Head : 0.52676, Avg : 0.55668 +2023-05-26 22:59:21,256 - ice001 - [INFO] - [Epoch 259]: Training Loss: 0.00151, Valid MRR: 0.40638, + + + +2023-05-26 22:59:21,917 - ice001 - [INFO] - [E:260| 0]: Train Loss:0.001512, Val MRR:0.40638, ice001 +2023-05-26 23:00:26,030 - ice001 - [INFO] - [E:260| 100]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-26 23:01:30,139 - ice001 - [INFO] - [E:260| 200]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-26 23:02:34,220 - ice001 - [INFO] - [E:260| 300]: Train Loss:0.0015096, Val MRR:0.40638, ice001 +2023-05-26 23:03:38,396 - ice001 - [INFO] - [E:260| 400]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-26 23:04:42,507 - ice001 - [INFO] - [E:260| 500]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-26 23:05:46,689 - ice001 - [INFO] - [E:260| 600]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-26 23:06:50,848 - ice001 - [INFO] - [E:260| 700]: Train Loss:0.0015096, Val MRR:0.40638, ice001 +2023-05-26 23:07:55,000 - ice001 - [INFO] - [E:260| 800]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 23:08:59,124 - ice001 - [INFO] - [E:260| 900]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 23:09:44,329 - ice001 - [INFO] - [Epoch:260]: Training Loss:0.00151 + +2023-05-26 23:09:44,545 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 23:09:58,375 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 23:10:12,005 - ice001 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.42658, Head : 0.3745, Avg : 0.40054 + +2023-05-26 23:10:12,005 - ice001 - [INFO] - [Epoch 260]: Training Loss: 0.00151, Valid MRR: 0.40638, + + + +2023-05-26 23:10:12,655 - ice001 - [INFO] - [E:261| 0]: Train Loss:0.0015108, Val MRR:0.40638, ice001 +2023-05-26 23:11:16,721 - ice001 - [INFO] - [E:261| 100]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-26 23:12:20,890 - ice001 - [INFO] - [E:261| 200]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-26 23:13:24,972 - ice001 - [INFO] - [E:261| 300]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-26 23:14:29,078 - ice001 - [INFO] - [E:261| 400]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-26 23:15:33,224 - ice001 - [INFO] - [E:261| 500]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 23:16:37,342 - ice001 - [INFO] - [E:261| 600]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 23:17:41,447 - ice001 - [INFO] - [E:261| 700]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 23:18:45,655 - ice001 - [INFO] - [E:261| 800]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 23:19:49,668 - ice001 - [INFO] - [E:261| 900]: Train Loss:0.0015101, Val MRR:0.40638, ice001 +2023-05-26 23:20:34,775 - ice001 - [INFO] - [Epoch:261]: Training Loss:0.00151 + +2023-05-26 23:20:34,994 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 23:20:48,843 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 23:21:02,463 - ice001 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.42318, Head : 0.37177, Avg : 0.39747 + +2023-05-26 23:21:02,463 - ice001 - [INFO] - [Epoch 261]: Training Loss: 0.0015101, Valid MRR: 0.40638, + + + +2023-05-26 23:21:03,112 - ice001 - [INFO] - [E:262| 0]: Train Loss:0.001513, Val MRR:0.40638, ice001 +2023-05-26 23:22:07,231 - ice001 - [INFO] - [E:262| 100]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-26 23:23:11,431 - ice001 - [INFO] - [E:262| 200]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-26 23:24:15,515 - ice001 - [INFO] - [E:262| 300]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-26 23:25:19,639 - ice001 - [INFO] - [E:262| 400]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-26 23:26:23,724 - ice001 - [INFO] - [E:262| 500]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-26 23:27:27,855 - ice001 - [INFO] - [E:262| 600]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-26 23:28:31,918 - ice001 - [INFO] - [E:262| 700]: Train Loss:0.0015094, Val MRR:0.40638, ice001 +2023-05-26 23:29:36,087 - ice001 - [INFO] - [E:262| 800]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-26 23:30:40,155 - ice001 - [INFO] - [E:262| 900]: Train Loss:0.0015096, Val MRR:0.40638, ice001 +2023-05-26 23:31:25,207 - ice001 - [INFO] - [Epoch:262]: Training Loss:0.00151 + +2023-05-26 23:31:25,425 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 23:31:39,296 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 23:31:52,966 - ice001 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.42588, Head : 0.37278, Avg : 0.39933 + +2023-05-26 23:31:52,966 - ice001 - [INFO] - [Epoch 262]: Training Loss: 0.0015098, Valid MRR: 0.40638, + + + +2023-05-26 23:31:53,615 - ice001 - [INFO] - [E:263| 0]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-26 23:32:57,741 - ice001 - [INFO] - [E:263| 100]: Train Loss:0.0015094, Val MRR:0.40638, ice001 +2023-05-26 23:34:01,830 - ice001 - [INFO] - [E:263| 200]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-26 23:35:05,919 - ice001 - [INFO] - [E:263| 300]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-26 23:36:10,055 - ice001 - [INFO] - [E:263| 400]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-26 23:37:14,155 - ice001 - [INFO] - [E:263| 500]: Train Loss:0.0015096, Val MRR:0.40638, ice001 +2023-05-26 23:38:18,263 - ice001 - [INFO] - [E:263| 600]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-26 23:39:22,379 - ice001 - [INFO] - [E:263| 700]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 23:40:26,482 - ice001 - [INFO] - [E:263| 800]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 23:41:30,603 - ice001 - [INFO] - [E:263| 900]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-26 23:42:15,706 - ice001 - [INFO] - [Epoch:263]: Training Loss:0.00151 + +2023-05-26 23:42:15,925 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 23:42:29,764 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 23:42:43,402 - ice001 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.42728, Head : 0.37313, Avg : 0.40021 + +2023-05-26 23:42:43,402 - ice001 - [INFO] - [Epoch 263]: Training Loss: 0.0015098, Valid MRR: 0.40638, + + + +2023-05-26 23:42:44,072 - ice001 - [INFO] - [E:264| 0]: Train Loss:0.0015035, Val MRR:0.40638, ice001 +2023-05-26 23:43:48,097 - ice001 - [INFO] - [E:264| 100]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-26 23:44:52,214 - ice001 - [INFO] - [E:264| 200]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-26 23:45:56,361 - ice001 - [INFO] - [E:264| 300]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-26 23:47:00,463 - ice001 - [INFO] - [E:264| 400]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-26 23:48:04,607 - ice001 - [INFO] - [E:264| 500]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-26 23:49:08,645 - ice001 - [INFO] - [E:264| 600]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-26 23:50:12,790 - ice001 - [INFO] - [E:264| 700]: Train Loss:0.0015094, Val MRR:0.40638, ice001 +2023-05-26 23:51:16,985 - ice001 - [INFO] - [E:264| 800]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-26 23:52:21,087 - ice001 - [INFO] - [E:264| 900]: Train Loss:0.0015096, Val MRR:0.40638, ice001 +2023-05-26 23:53:06,193 - ice001 - [INFO] - [Epoch:264]: Training Loss:0.00151 + +2023-05-26 23:53:06,409 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-26 23:53:20,255 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-26 23:53:33,883 - ice001 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.42196, Head : 0.36853, Avg : 0.39524 + +2023-05-26 23:53:33,883 - ice001 - [INFO] - [Epoch 264]: Training Loss: 0.0015097, Valid MRR: 0.40638, + + + +2023-05-26 23:53:34,532 - ice001 - [INFO] - [E:265| 0]: Train Loss:0.0014934, Val MRR:0.40638, ice001 +2023-05-26 23:54:38,658 - ice001 - [INFO] - [E:265| 100]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-26 23:55:42,748 - ice001 - [INFO] - [E:265| 200]: Train Loss:0.0015094, Val MRR:0.40638, ice001 +2023-05-26 23:56:46,849 - ice001 - [INFO] - [E:265| 300]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-26 23:57:50,940 - ice001 - [INFO] - [E:265| 400]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-26 23:58:55,097 - ice001 - [INFO] - [E:265| 500]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-26 23:59:59,150 - ice001 - [INFO] - [E:265| 600]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-27 00:01:03,325 - ice001 - [INFO] - [E:265| 700]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-27 00:02:07,412 - ice001 - [INFO] - [E:265| 800]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-27 00:03:11,460 - ice001 - [INFO] - [E:265| 900]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-27 00:03:56,470 - ice001 - [INFO] - [Epoch:265]: Training Loss:0.001509 + +2023-05-27 00:03:56,687 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 00:04:10,565 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 00:04:24,188 - ice001 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.4267, Head : 0.37306, Avg : 0.39988 + +2023-05-27 00:04:24,188 - ice001 - [INFO] - [Epoch 265]: Training Loss: 0.0015094, Valid MRR: 0.40638, + + + +2023-05-27 00:04:24,837 - ice001 - [INFO] - [E:266| 0]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-27 00:05:28,979 - ice001 - [INFO] - [E:266| 100]: Train Loss:0.0015107, Val MRR:0.40638, ice001 +2023-05-27 00:06:33,049 - ice001 - [INFO] - [E:266| 200]: Train Loss:0.0015102, Val MRR:0.40638, ice001 +2023-05-27 00:07:37,154 - ice001 - [INFO] - [E:266| 300]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-27 00:08:41,273 - ice001 - [INFO] - [E:266| 400]: Train Loss:0.0015097, Val MRR:0.40638, ice001 +2023-05-27 00:09:45,394 - ice001 - [INFO] - [E:266| 500]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-27 00:10:49,477 - ice001 - [INFO] - [E:266| 600]: Train Loss:0.0015096, Val MRR:0.40638, ice001 +2023-05-27 00:11:53,522 - ice001 - [INFO] - [E:266| 700]: Train Loss:0.0015098, Val MRR:0.40638, ice001 +2023-05-27 00:12:57,641 - ice001 - [INFO] - [E:266| 800]: Train Loss:0.00151, Val MRR:0.40638, ice001 +2023-05-27 00:14:01,740 - ice001 - [INFO] - [E:266| 900]: Train Loss:0.0015099, Val MRR:0.40638, ice001 +2023-05-27 00:14:46,876 - ice001 - [INFO] - [Epoch:266]: Training Loss:0.00151 + +2023-05-27 00:14:47,094 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 00:15:00,934 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 00:15:14,563 - ice001 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.4241, Head : 0.37434, Avg : 0.39922 + +2023-05-27 00:15:14,564 - ice001 - [INFO] - [Epoch 266]: Training Loss: 0.0015099, Valid MRR: 0.40638, + + + +2023-05-27 00:15:15,215 - ice001 - [INFO] - [E:267| 0]: Train Loss:0.0015022, Val MRR:0.40638, ice001 +2023-05-27 00:16:19,269 - ice001 - [INFO] - [E:267| 100]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 00:17:23,434 - ice001 - [INFO] - [E:267| 200]: Train Loss:0.0015081, Val MRR:0.40638, ice001 +2023-05-27 00:18:27,476 - ice001 - [INFO] - [E:267| 300]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 00:19:31,677 - ice001 - [INFO] - [E:267| 400]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 00:20:35,793 - ice001 - [INFO] - [E:267| 500]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-27 00:21:39,914 - ice001 - [INFO] - [E:267| 600]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-27 00:22:44,018 - ice001 - [INFO] - [E:267| 700]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-27 00:23:48,151 - ice001 - [INFO] - [E:267| 800]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-27 00:24:52,195 - ice001 - [INFO] - [E:267| 900]: Train Loss:0.0015094, Val MRR:0.40638, ice001 +2023-05-27 00:25:37,309 - ice001 - [INFO] - [Epoch:267]: Training Loss:0.001509 + +2023-05-27 00:25:37,527 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 00:25:51,371 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 00:26:05,002 - ice001 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.42389, Head : 0.3711, Avg : 0.3975 + +2023-05-27 00:26:05,002 - ice001 - [INFO] - [Epoch 267]: Training Loss: 0.0015095, Valid MRR: 0.40638, + + + +2023-05-27 00:26:05,651 - ice001 - [INFO] - [E:268| 0]: Train Loss:0.0015119, Val MRR:0.40638, ice001 +2023-05-27 00:27:09,719 - ice001 - [INFO] - [E:268| 100]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-27 00:28:13,845 - ice001 - [INFO] - [E:268| 200]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-27 00:29:17,912 - ice001 - [INFO] - [E:268| 300]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-27 00:30:22,119 - ice001 - [INFO] - [E:268| 400]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-27 00:31:26,223 - ice001 - [INFO] - [E:268| 500]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-27 00:32:30,296 - ice001 - [INFO] - [E:268| 600]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-27 00:33:34,362 - ice001 - [INFO] - [E:268| 700]: Train Loss:0.0015095, Val MRR:0.40638, ice001 +2023-05-27 00:34:38,518 - ice001 - [INFO] - [E:268| 800]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-27 00:35:42,573 - ice001 - [INFO] - [E:268| 900]: Train Loss:0.0015092, Val MRR:0.40638, ice001 +2023-05-27 00:36:27,636 - ice001 - [INFO] - [Epoch:268]: Training Loss:0.001509 + +2023-05-27 00:36:27,853 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 00:36:41,754 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 00:36:55,391 - ice001 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.42447, Head : 0.37015, Avg : 0.39731 + +2023-05-27 00:36:55,392 - ice001 - [INFO] - [Epoch 268]: Training Loss: 0.0015094, Valid MRR: 0.40638, + + + +2023-05-27 00:36:56,042 - ice001 - [INFO] - [E:269| 0]: Train Loss:0.0015146, Val MRR:0.40638, ice001 +2023-05-27 00:38:00,117 - ice001 - [INFO] - [E:269| 100]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 00:39:04,300 - ice001 - [INFO] - [E:269| 200]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 00:40:08,398 - ice001 - [INFO] - [E:269| 300]: Train Loss:0.0015082, Val MRR:0.40638, ice001 +2023-05-27 00:41:12,626 - ice001 - [INFO] - [E:269| 400]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-27 00:42:16,663 - ice001 - [INFO] - [E:269| 500]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 00:43:20,821 - ice001 - [INFO] - [E:269| 600]: Train Loss:0.0015083, Val MRR:0.40638, ice001 +2023-05-27 00:44:24,818 - ice001 - [INFO] - [E:269| 700]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-27 00:45:28,895 - ice001 - [INFO] - [E:269| 800]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 00:46:32,955 - ice001 - [INFO] - [E:269| 900]: Train Loss:0.0015089, Val MRR:0.40638, ice001 +2023-05-27 00:47:18,034 - ice001 - [INFO] - [Epoch:269]: Training Loss:0.001509 + +2023-05-27 00:47:18,251 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 00:47:32,088 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 00:47:45,764 - ice001 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.42678, Head : 0.37197, Avg : 0.39938 + MR: Tail : 543.4, Head : 654.82, Avg : 599.11 + Hit-1: Tail : 0.3447, Head : 0.29409, Avg : 0.3194 + Hit-3: Tail : 0.46972, Head : 0.41, Avg : 0.43986 + Hit-10: Tail : 0.58041, Head : 0.51778, Avg : 0.5491 +2023-05-27 00:47:45,764 - ice001 - [INFO] - [Epoch 269]: Training Loss: 0.0015091, Valid MRR: 0.40638, + + + +2023-05-27 00:47:46,414 - ice001 - [INFO] - [E:270| 0]: Train Loss:0.0015027, Val MRR:0.40638, ice001 +2023-05-27 00:48:50,594 - ice001 - [INFO] - [E:270| 100]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 00:49:54,754 - ice001 - [INFO] - [E:270| 200]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-27 00:50:58,866 - ice001 - [INFO] - [E:270| 300]: Train Loss:0.0015083, Val MRR:0.40638, ice001 +2023-05-27 00:52:03,000 - ice001 - [INFO] - [E:270| 400]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 00:53:07,181 - ice001 - [INFO] - [E:270| 500]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 00:54:11,241 - ice001 - [INFO] - [E:270| 600]: Train Loss:0.0015087, Val MRR:0.40638, ice001 +2023-05-27 00:55:15,337 - ice001 - [INFO] - [E:270| 700]: Train Loss:0.0015089, Val MRR:0.40638, ice001 +2023-05-27 00:56:19,401 - ice001 - [INFO] - [E:270| 800]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-27 00:57:23,515 - ice001 - [INFO] - [E:270| 900]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-27 00:58:08,542 - ice001 - [INFO] - [Epoch:270]: Training Loss:0.001509 + +2023-05-27 00:58:08,759 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 00:58:22,594 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 00:58:36,209 - ice001 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.42723, Head : 0.37195, Avg : 0.39959 + +2023-05-27 00:58:36,209 - ice001 - [INFO] - [Epoch 270]: Training Loss: 0.001509, Valid MRR: 0.40638, + + + +2023-05-27 00:58:36,861 - ice001 - [INFO] - [E:271| 0]: Train Loss:0.0014976, Val MRR:0.40638, ice001 +2023-05-27 00:59:40,930 - ice001 - [INFO] - [E:271| 100]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 01:00:44,999 - ice001 - [INFO] - [E:271| 200]: Train Loss:0.0015082, Val MRR:0.40638, ice001 +2023-05-27 01:01:49,120 - ice001 - [INFO] - [E:271| 300]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 01:02:53,158 - ice001 - [INFO] - [E:271| 400]: Train Loss:0.0015083, Val MRR:0.40638, ice001 +2023-05-27 01:03:57,239 - ice001 - [INFO] - [E:271| 500]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 01:05:01,320 - ice001 - [INFO] - [E:271| 600]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-27 01:06:05,464 - ice001 - [INFO] - [E:271| 700]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 01:07:09,602 - ice001 - [INFO] - [E:271| 800]: Train Loss:0.0015089, Val MRR:0.40638, ice001 +2023-05-27 01:08:13,739 - ice001 - [INFO] - [E:271| 900]: Train Loss:0.0015089, Val MRR:0.40638, ice001 +2023-05-27 01:08:58,834 - ice001 - [INFO] - [Epoch:271]: Training Loss:0.001509 + +2023-05-27 01:08:59,051 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 01:09:12,896 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 01:09:26,519 - ice001 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.42726, Head : 0.37169, Avg : 0.39947 + +2023-05-27 01:09:26,519 - ice001 - [INFO] - [Epoch 271]: Training Loss: 0.001509, Valid MRR: 0.40638, + + + +2023-05-27 01:09:27,169 - ice001 - [INFO] - [E:272| 0]: Train Loss:0.0015118, Val MRR:0.40638, ice001 +2023-05-27 01:10:31,332 - ice001 - [INFO] - [E:272| 100]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-27 01:11:35,463 - ice001 - [INFO] - [E:272| 200]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 01:12:39,633 - ice001 - [INFO] - [E:272| 300]: Train Loss:0.0015083, Val MRR:0.40638, ice001 +2023-05-27 01:13:43,739 - ice001 - [INFO] - [E:272| 400]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 01:14:47,921 - ice001 - [INFO] - [E:272| 500]: Train Loss:0.0015087, Val MRR:0.40638, ice001 +2023-05-27 01:15:52,032 - ice001 - [INFO] - [E:272| 600]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 01:16:56,202 - ice001 - [INFO] - [E:272| 700]: Train Loss:0.0015089, Val MRR:0.40638, ice001 +2023-05-27 01:18:00,357 - ice001 - [INFO] - [E:272| 800]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 01:19:04,469 - ice001 - [INFO] - [E:272| 900]: Train Loss:0.0015089, Val MRR:0.40638, ice001 +2023-05-27 01:19:49,561 - ice001 - [INFO] - [Epoch:272]: Training Loss:0.001509 + +2023-05-27 01:19:49,779 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 01:20:03,633 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 01:20:17,262 - ice001 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.42891, Head : 0.37812, Avg : 0.40352 + +2023-05-27 01:20:17,262 - ice001 - [INFO] - [Epoch 272]: Training Loss: 0.0015089, Valid MRR: 0.40638, + + + +2023-05-27 01:20:17,912 - ice001 - [INFO] - [E:273| 0]: Train Loss:0.0015109, Val MRR:0.40638, ice001 +2023-05-27 01:21:22,015 - ice001 - [INFO] - [E:273| 100]: Train Loss:0.0015093, Val MRR:0.40638, ice001 +2023-05-27 01:22:26,108 - ice001 - [INFO] - [E:273| 200]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-27 01:23:30,237 - ice001 - [INFO] - [E:273| 300]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 01:24:34,314 - ice001 - [INFO] - [E:273| 400]: Train Loss:0.0015091, Val MRR:0.40638, ice001 +2023-05-27 01:25:38,391 - ice001 - [INFO] - [E:273| 500]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-27 01:26:42,628 - ice001 - [INFO] - [E:273| 600]: Train Loss:0.001509, Val MRR:0.40638, ice001 +2023-05-27 01:27:46,735 - ice001 - [INFO] - [E:273| 700]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 01:28:50,869 - ice001 - [INFO] - [E:273| 800]: Train Loss:0.0015087, Val MRR:0.40638, ice001 +2023-05-27 01:29:55,045 - ice001 - [INFO] - [E:273| 900]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 01:30:40,169 - ice001 - [INFO] - [Epoch:273]: Training Loss:0.001509 + +2023-05-27 01:30:40,385 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 01:30:54,226 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 01:31:07,840 - ice001 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.42747, Head : 0.37336, Avg : 0.40042 + +2023-05-27 01:31:07,840 - ice001 - [INFO] - [Epoch 273]: Training Loss: 0.0015089, Valid MRR: 0.40638, + + + +2023-05-27 01:31:08,490 - ice001 - [INFO] - [E:274| 0]: Train Loss:0.0014989, Val MRR:0.40638, ice001 +2023-05-27 01:32:12,614 - ice001 - [INFO] - [E:274| 100]: Train Loss:0.0015089, Val MRR:0.40638, ice001 +2023-05-27 01:33:16,719 - ice001 - [INFO] - [E:274| 200]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 01:34:20,840 - ice001 - [INFO] - [E:274| 300]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 01:35:24,988 - ice001 - [INFO] - [E:274| 400]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 01:36:29,081 - ice001 - [INFO] - [E:274| 500]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 01:37:33,281 - ice001 - [INFO] - [E:274| 600]: Train Loss:0.0015082, Val MRR:0.40638, ice001 +2023-05-27 01:38:37,448 - ice001 - [INFO] - [E:274| 700]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 01:39:41,643 - ice001 - [INFO] - [E:274| 800]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 01:40:45,752 - ice001 - [INFO] - [E:274| 900]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-27 01:41:30,874 - ice001 - [INFO] - [Epoch:274]: Training Loss:0.001509 + +2023-05-27 01:41:31,091 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 01:41:44,981 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 01:41:58,605 - ice001 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.42639, Head : 0.37283, Avg : 0.39961 + +2023-05-27 01:41:58,605 - ice001 - [INFO] - [Epoch 274]: Training Loss: 0.0015088, Valid MRR: 0.40638, + + + +2023-05-27 01:41:59,253 - ice001 - [INFO] - [E:275| 0]: Train Loss:0.0015129, Val MRR:0.40638, ice001 +2023-05-27 01:43:03,369 - ice001 - [INFO] - [E:275| 100]: Train Loss:0.001507, Val MRR:0.40638, ice001 +2023-05-27 01:44:07,603 - ice001 - [INFO] - [E:275| 200]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 01:45:11,708 - ice001 - [INFO] - [E:275| 300]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 01:46:15,907 - ice001 - [INFO] - [E:275| 400]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 01:47:20,072 - ice001 - [INFO] - [E:275| 500]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 01:48:24,179 - ice001 - [INFO] - [E:275| 600]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 01:49:28,230 - ice001 - [INFO] - [E:275| 700]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 01:50:32,442 - ice001 - [INFO] - [E:275| 800]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 01:51:36,598 - ice001 - [INFO] - [E:275| 900]: Train Loss:0.0015088, Val MRR:0.40638, ice001 +2023-05-27 01:52:21,653 - ice001 - [INFO] - [Epoch:275]: Training Loss:0.001509 + +2023-05-27 01:52:21,870 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 01:52:35,713 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 01:52:49,389 - ice001 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.42685, Head : 0.37397, Avg : 0.40041 + +2023-05-27 01:52:49,390 - ice001 - [INFO] - [Epoch 275]: Training Loss: 0.0015087, Valid MRR: 0.40638, + + + +2023-05-27 01:52:50,039 - ice001 - [INFO] - [E:276| 0]: Train Loss:0.001514, Val MRR:0.40638, ice001 +2023-05-27 01:53:54,212 - ice001 - [INFO] - [E:276| 100]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 01:54:58,312 - ice001 - [INFO] - [E:276| 200]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 01:56:02,459 - ice001 - [INFO] - [E:276| 300]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 01:57:06,626 - ice001 - [INFO] - [E:276| 400]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 01:58:10,779 - ice001 - [INFO] - [E:276| 500]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 01:59:14,889 - ice001 - [INFO] - [E:276| 600]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 02:00:19,046 - ice001 - [INFO] - [E:276| 700]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 02:01:23,195 - ice001 - [INFO] - [E:276| 800]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 02:02:27,503 - ice001 - [INFO] - [E:276| 900]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-27 02:03:12,650 - ice001 - [INFO] - [Epoch:276]: Training Loss:0.001509 + +2023-05-27 02:03:12,867 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 02:03:26,712 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 02:03:40,347 - ice001 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.42751, Head : 0.37364, Avg : 0.40057 + +2023-05-27 02:03:40,347 - ice001 - [INFO] - [Epoch 276]: Training Loss: 0.0015087, Valid MRR: 0.40638, + + + +2023-05-27 02:03:40,999 - ice001 - [INFO] - [E:277| 0]: Train Loss:0.0015048, Val MRR:0.40638, ice001 +2023-05-27 02:04:45,263 - ice001 - [INFO] - [E:277| 100]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 02:05:49,348 - ice001 - [INFO] - [E:277| 200]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-27 02:06:53,494 - ice001 - [INFO] - [E:277| 300]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 02:07:57,628 - ice001 - [INFO] - [E:277| 400]: Train Loss:0.0015083, Val MRR:0.40638, ice001 +2023-05-27 02:09:01,811 - ice001 - [INFO] - [E:277| 500]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 02:10:05,909 - ice001 - [INFO] - [E:277| 600]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 02:11:10,116 - ice001 - [INFO] - [E:277| 700]: Train Loss:0.0015087, Val MRR:0.40638, ice001 +2023-05-27 02:12:14,220 - ice001 - [INFO] - [E:277| 800]: Train Loss:0.0015087, Val MRR:0.40638, ice001 +2023-05-27 02:13:18,413 - ice001 - [INFO] - [E:277| 900]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-27 02:14:03,497 - ice001 - [INFO] - [Epoch:277]: Training Loss:0.001509 + +2023-05-27 02:14:03,715 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 02:14:17,562 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 02:14:31,193 - ice001 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.42763, Head : 0.37505, Avg : 0.40134 + +2023-05-27 02:14:31,193 - ice001 - [INFO] - [Epoch 277]: Training Loss: 0.0015088, Valid MRR: 0.40638, + + + +2023-05-27 02:14:31,845 - ice001 - [INFO] - [E:278| 0]: Train Loss:0.0014917, Val MRR:0.40638, ice001 +2023-05-27 02:15:36,065 - ice001 - [INFO] - [E:278| 100]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 02:16:40,199 - ice001 - [INFO] - [E:278| 200]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 02:17:44,374 - ice001 - [INFO] - [E:278| 300]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 02:18:48,492 - ice001 - [INFO] - [E:278| 400]: Train Loss:0.0015082, Val MRR:0.40638, ice001 +2023-05-27 02:19:52,616 - ice001 - [INFO] - [E:278| 500]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 02:20:56,804 - ice001 - [INFO] - [E:278| 600]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 02:22:01,022 - ice001 - [INFO] - [E:278| 700]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 02:23:05,137 - ice001 - [INFO] - [E:278| 800]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 02:24:09,308 - ice001 - [INFO] - [E:278| 900]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 02:24:54,393 - ice001 - [INFO] - [Epoch:278]: Training Loss:0.001509 + +2023-05-27 02:24:54,610 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 02:25:08,482 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 02:25:22,130 - ice001 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.42493, Head : 0.37488, Avg : 0.39991 + +2023-05-27 02:25:22,130 - ice001 - [INFO] - [Epoch 278]: Training Loss: 0.0015085, Valid MRR: 0.40638, + + + +2023-05-27 02:25:22,785 - ice001 - [INFO] - [E:279| 0]: Train Loss:0.0015036, Val MRR:0.40638, ice001 +2023-05-27 02:26:26,984 - ice001 - [INFO] - [E:279| 100]: Train Loss:0.0015084, Val MRR:0.40638, ice001 +2023-05-27 02:27:31,060 - ice001 - [INFO] - [E:279| 200]: Train Loss:0.0015086, Val MRR:0.40638, ice001 +2023-05-27 02:28:35,226 - ice001 - [INFO] - [E:279| 300]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 02:29:39,360 - ice001 - [INFO] - [E:279| 400]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 02:30:43,603 - ice001 - [INFO] - [E:279| 500]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 02:31:47,761 - ice001 - [INFO] - [E:279| 600]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 02:32:51,928 - ice001 - [INFO] - [E:279| 700]: Train Loss:0.0015081, Val MRR:0.40638, ice001 +2023-05-27 02:33:56,091 - ice001 - [INFO] - [E:279| 800]: Train Loss:0.0015081, Val MRR:0.40638, ice001 +2023-05-27 02:35:00,213 - ice001 - [INFO] - [E:279| 900]: Train Loss:0.0015083, Val MRR:0.40638, ice001 +2023-05-27 02:35:45,399 - ice001 - [INFO] - [Epoch:279]: Training Loss:0.001508 + +2023-05-27 02:35:45,617 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 02:35:59,481 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 02:36:13,132 - ice001 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.42362, Head : 0.37328, Avg : 0.39845 + MR: Tail : 528.83, Head : 639.2, Avg : 584.01 + Hit-1: Tail : 0.3413, Head : 0.29603, Avg : 0.31867 + Hit-3: Tail : 0.46668, Head : 0.41061, Avg : 0.43865 + Hit-10: Tail : 0.57774, Head : 0.52154, Avg : 0.54964 +2023-05-27 02:36:13,132 - ice001 - [INFO] - [Epoch 279]: Training Loss: 0.0015083, Valid MRR: 0.40638, + + + +2023-05-27 02:36:13,785 - ice001 - [INFO] - [E:280| 0]: Train Loss:0.0015142, Val MRR:0.40638, ice001 +2023-05-27 02:37:17,977 - ice001 - [INFO] - [E:280| 100]: Train Loss:0.0015057, Val MRR:0.40638, ice001 +2023-05-27 02:38:22,140 - ice001 - [INFO] - [E:280| 200]: Train Loss:0.0015068, Val MRR:0.40638, ice001 +2023-05-27 02:39:26,294 - ice001 - [INFO] - [E:280| 300]: Train Loss:0.0015073, Val MRR:0.40638, ice001 +2023-05-27 02:40:30,487 - ice001 - [INFO] - [E:280| 400]: Train Loss:0.0015074, Val MRR:0.40638, ice001 +2023-05-27 02:41:34,612 - ice001 - [INFO] - [E:280| 500]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 02:42:38,846 - ice001 - [INFO] - [E:280| 600]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 02:43:42,945 - ice001 - [INFO] - [E:280| 700]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 02:44:47,122 - ice001 - [INFO] - [E:280| 800]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 02:45:51,285 - ice001 - [INFO] - [E:280| 900]: Train Loss:0.0015082, Val MRR:0.40638, ice001 +2023-05-27 02:46:36,430 - ice001 - [INFO] - [Epoch:280]: Training Loss:0.001508 + +2023-05-27 02:46:36,648 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 02:46:50,514 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 02:47:04,141 - ice001 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.42495, Head : 0.37337, Avg : 0.39916 + +2023-05-27 02:47:04,142 - ice001 - [INFO] - [Epoch 280]: Training Loss: 0.0015084, Valid MRR: 0.40638, + + + +2023-05-27 02:47:04,790 - ice001 - [INFO] - [E:281| 0]: Train Loss:0.0015164, Val MRR:0.40638, ice001 +2023-05-27 02:48:08,859 - ice001 - [INFO] - [E:281| 100]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 02:49:13,000 - ice001 - [INFO] - [E:281| 200]: Train Loss:0.0015073, Val MRR:0.40638, ice001 +2023-05-27 02:50:17,058 - ice001 - [INFO] - [E:281| 300]: Train Loss:0.0015074, Val MRR:0.40638, ice001 +2023-05-27 02:51:21,303 - ice001 - [INFO] - [E:281| 400]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 02:52:25,417 - ice001 - [INFO] - [E:281| 500]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 02:53:29,678 - ice001 - [INFO] - [E:281| 600]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 02:54:33,804 - ice001 - [INFO] - [E:281| 700]: Train Loss:0.0015081, Val MRR:0.40638, ice001 +2023-05-27 02:55:38,000 - ice001 - [INFO] - [E:281| 800]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 02:56:42,146 - ice001 - [INFO] - [E:281| 900]: Train Loss:0.0015081, Val MRR:0.40638, ice001 +2023-05-27 02:57:27,265 - ice001 - [INFO] - [Epoch:281]: Training Loss:0.001508 + +2023-05-27 02:57:27,483 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 02:57:41,364 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 02:57:55,038 - ice001 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.42354, Head : 0.37253, Avg : 0.39804 + +2023-05-27 02:57:55,038 - ice001 - [INFO] - [Epoch 281]: Training Loss: 0.0015081, Valid MRR: 0.40638, + + + +2023-05-27 02:57:55,689 - ice001 - [INFO] - [E:282| 0]: Train Loss:0.0015072, Val MRR:0.40638, ice001 +2023-05-27 02:58:59,774 - ice001 - [INFO] - [E:282| 100]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 03:00:03,954 - ice001 - [INFO] - [E:282| 200]: Train Loss:0.0015065, Val MRR:0.40638, ice001 +2023-05-27 03:01:08,142 - ice001 - [INFO] - [E:282| 300]: Train Loss:0.0015072, Val MRR:0.40638, ice001 +2023-05-27 03:02:12,321 - ice001 - [INFO] - [E:282| 400]: Train Loss:0.0015074, Val MRR:0.40638, ice001 +2023-05-27 03:03:16,510 - ice001 - [INFO] - [E:282| 500]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 03:04:20,622 - ice001 - [INFO] - [E:282| 600]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 03:05:24,856 - ice001 - [INFO] - [E:282| 700]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 03:06:28,939 - ice001 - [INFO] - [E:282| 800]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 03:07:33,098 - ice001 - [INFO] - [E:282| 900]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 03:08:18,154 - ice001 - [INFO] - [Epoch:282]: Training Loss:0.001508 + +2023-05-27 03:08:18,372 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 03:08:32,224 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 03:08:45,867 - ice001 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.42512, Head : 0.37254, Avg : 0.39883 + +2023-05-27 03:08:45,867 - ice001 - [INFO] - [Epoch 282]: Training Loss: 0.0015081, Valid MRR: 0.40638, + + + +2023-05-27 03:08:46,521 - ice001 - [INFO] - [E:283| 0]: Train Loss:0.0015155, Val MRR:0.40638, ice001 +2023-05-27 03:09:50,751 - ice001 - [INFO] - [E:283| 100]: Train Loss:0.0015082, Val MRR:0.40638, ice001 +2023-05-27 03:10:54,993 - ice001 - [INFO] - [E:283| 200]: Train Loss:0.0015074, Val MRR:0.40638, ice001 +2023-05-27 03:11:59,217 - ice001 - [INFO] - [E:283| 300]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 03:13:03,369 - ice001 - [INFO] - [E:283| 400]: Train Loss:0.0015073, Val MRR:0.40638, ice001 +2023-05-27 03:14:07,512 - ice001 - [INFO] - [E:283| 500]: Train Loss:0.0015072, Val MRR:0.40638, ice001 +2023-05-27 03:15:11,686 - ice001 - [INFO] - [E:283| 600]: Train Loss:0.0015076, Val MRR:0.40638, ice001 +2023-05-27 03:16:15,778 - ice001 - [INFO] - [E:283| 700]: Train Loss:0.0015076, Val MRR:0.40638, ice001 +2023-05-27 03:17:19,896 - ice001 - [INFO] - [E:283| 800]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 03:18:24,003 - ice001 - [INFO] - [E:283| 900]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 03:19:09,079 - ice001 - [INFO] - [Epoch:283]: Training Loss:0.001508 + +2023-05-27 03:19:09,296 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 03:19:23,150 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 03:19:36,797 - ice001 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.42337, Head : 0.36936, Avg : 0.39637 + +2023-05-27 03:19:36,797 - ice001 - [INFO] - [Epoch 283]: Training Loss: 0.0015081, Valid MRR: 0.40638, + + + +2023-05-27 03:19:37,451 - ice001 - [INFO] - [E:284| 0]: Train Loss:0.0015041, Val MRR:0.40638, ice001 +2023-05-27 03:20:41,639 - ice001 - [INFO] - [E:284| 100]: Train Loss:0.0015081, Val MRR:0.40638, ice001 +2023-05-27 03:21:45,758 - ice001 - [INFO] - [E:284| 200]: Train Loss:0.0015083, Val MRR:0.40638, ice001 +2023-05-27 03:22:50,012 - ice001 - [INFO] - [E:284| 300]: Train Loss:0.0015081, Val MRR:0.40638, ice001 +2023-05-27 03:23:54,076 - ice001 - [INFO] - [E:284| 400]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 03:24:58,181 - ice001 - [INFO] - [E:284| 500]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 03:26:02,259 - ice001 - [INFO] - [E:284| 600]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 03:27:06,396 - ice001 - [INFO] - [E:284| 700]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 03:28:10,535 - ice001 - [INFO] - [E:284| 800]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 03:29:14,733 - ice001 - [INFO] - [E:284| 900]: Train Loss:0.001508, Val MRR:0.40638, ice001 +2023-05-27 03:29:59,781 - ice001 - [INFO] - [Epoch:284]: Training Loss:0.001508 + +2023-05-27 03:29:59,998 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 03:30:13,842 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 03:30:27,469 - ice001 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.42732, Head : 0.37327, Avg : 0.4003 + +2023-05-27 03:30:27,469 - ice001 - [INFO] - [Epoch 284]: Training Loss: 0.0015081, Valid MRR: 0.40638, + + + +2023-05-27 03:30:28,117 - ice001 - [INFO] - [E:285| 0]: Train Loss:0.0015052, Val MRR:0.40638, ice001 +2023-05-27 03:31:32,206 - ice001 - [INFO] - [E:285| 100]: Train Loss:0.0015085, Val MRR:0.40638, ice001 +2023-05-27 03:32:36,270 - ice001 - [INFO] - [E:285| 200]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 03:33:40,484 - ice001 - [INFO] - [E:285| 300]: Train Loss:0.0015076, Val MRR:0.40638, ice001 +2023-05-27 03:34:44,558 - ice001 - [INFO] - [E:285| 400]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 03:35:48,641 - ice001 - [INFO] - [E:285| 500]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 03:36:52,764 - ice001 - [INFO] - [E:285| 600]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 03:37:56,904 - ice001 - [INFO] - [E:285| 700]: Train Loss:0.0015076, Val MRR:0.40638, ice001 +2023-05-27 03:39:00,988 - ice001 - [INFO] - [E:285| 800]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 03:40:05,107 - ice001 - [INFO] - [E:285| 900]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 03:40:50,175 - ice001 - [INFO] - [Epoch:285]: Training Loss:0.001508 + +2023-05-27 03:40:50,393 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 03:41:04,246 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 03:41:17,887 - ice001 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.42455, Head : 0.37403, Avg : 0.39929 + +2023-05-27 03:41:17,887 - ice001 - [INFO] - [Epoch 285]: Training Loss: 0.001508, Valid MRR: 0.40638, + + + +2023-05-27 03:41:18,536 - ice001 - [INFO] - [E:286| 0]: Train Loss:0.0015027, Val MRR:0.40638, ice001 +2023-05-27 03:42:22,597 - ice001 - [INFO] - [E:286| 100]: Train Loss:0.0015071, Val MRR:0.40638, ice001 +2023-05-27 03:43:26,825 - ice001 - [INFO] - [E:286| 200]: Train Loss:0.0015067, Val MRR:0.40638, ice001 +2023-05-27 03:44:30,977 - ice001 - [INFO] - [E:286| 300]: Train Loss:0.0015073, Val MRR:0.40638, ice001 +2023-05-27 03:45:35,172 - ice001 - [INFO] - [E:286| 400]: Train Loss:0.0015072, Val MRR:0.40638, ice001 +2023-05-27 03:46:39,233 - ice001 - [INFO] - [E:286| 500]: Train Loss:0.0015073, Val MRR:0.40638, ice001 +2023-05-27 03:47:43,391 - ice001 - [INFO] - [E:286| 600]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 03:48:47,491 - ice001 - [INFO] - [E:286| 700]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 03:49:51,654 - ice001 - [INFO] - [E:286| 800]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 03:50:55,769 - ice001 - [INFO] - [E:286| 900]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 03:51:40,926 - ice001 - [INFO] - [Epoch:286]: Training Loss:0.001508 + +2023-05-27 03:51:41,143 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 03:51:54,978 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 03:52:08,605 - ice001 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.42602, Head : 0.37294, Avg : 0.39948 + +2023-05-27 03:52:08,605 - ice001 - [INFO] - [Epoch 286]: Training Loss: 0.001508, Valid MRR: 0.40638, + + + +2023-05-27 03:52:09,256 - ice001 - [INFO] - [E:287| 0]: Train Loss:0.0015154, Val MRR:0.40638, ice001 +2023-05-27 03:53:13,330 - ice001 - [INFO] - [E:287| 100]: Train Loss:0.0015072, Val MRR:0.40638, ice001 +2023-05-27 03:54:17,442 - ice001 - [INFO] - [E:287| 200]: Train Loss:0.0015071, Val MRR:0.40638, ice001 +2023-05-27 03:55:21,593 - ice001 - [INFO] - [E:287| 300]: Train Loss:0.0015076, Val MRR:0.40638, ice001 +2023-05-27 03:56:25,713 - ice001 - [INFO] - [E:287| 400]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 03:57:29,827 - ice001 - [INFO] - [E:287| 500]: Train Loss:0.0015076, Val MRR:0.40638, ice001 +2023-05-27 03:58:33,969 - ice001 - [INFO] - [E:287| 600]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 03:59:38,018 - ice001 - [INFO] - [E:287| 700]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 04:00:42,198 - ice001 - [INFO] - [E:287| 800]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 04:01:46,261 - ice001 - [INFO] - [E:287| 900]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 04:02:31,423 - ice001 - [INFO] - [Epoch:287]: Training Loss:0.001508 + +2023-05-27 04:02:31,641 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 04:02:45,498 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 04:02:59,110 - ice001 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.42446, Head : 0.37249, Avg : 0.39847 + +2023-05-27 04:02:59,111 - ice001 - [INFO] - [Epoch 287]: Training Loss: 0.0015078, Valid MRR: 0.40638, + + + +2023-05-27 04:02:59,759 - ice001 - [INFO] - [E:288| 0]: Train Loss:0.0015176, Val MRR:0.40638, ice001 +2023-05-27 04:04:03,889 - ice001 - [INFO] - [E:288| 100]: Train Loss:0.0015073, Val MRR:0.40638, ice001 +2023-05-27 04:05:08,005 - ice001 - [INFO] - [E:288| 200]: Train Loss:0.0015079, Val MRR:0.40638, ice001 +2023-05-27 04:06:12,163 - ice001 - [INFO] - [E:288| 300]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 04:07:16,335 - ice001 - [INFO] - [E:288| 400]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 04:08:20,341 - ice001 - [INFO] - [E:288| 500]: Train Loss:0.0015071, Val MRR:0.40638, ice001 +2023-05-27 04:09:24,405 - ice001 - [INFO] - [E:288| 600]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 04:10:28,483 - ice001 - [INFO] - [E:288| 700]: Train Loss:0.0015076, Val MRR:0.40638, ice001 +2023-05-27 04:11:32,555 - ice001 - [INFO] - [E:288| 800]: Train Loss:0.0015077, Val MRR:0.40638, ice001 +2023-05-27 04:12:36,645 - ice001 - [INFO] - [E:288| 900]: Train Loss:0.0015078, Val MRR:0.40638, ice001 +2023-05-27 04:13:21,682 - ice001 - [INFO] - [Epoch:288]: Training Loss:0.001508 + +2023-05-27 04:13:21,899 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 04:13:35,750 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 04:13:49,379 - ice001 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.4233, Head : 0.37006, Avg : 0.39668 + +2023-05-27 04:13:49,379 - ice001 - [INFO] - [Epoch 288]: Training Loss: 0.0015078, Valid MRR: 0.40638, + + + +2023-05-27 04:13:50,030 - ice001 - [INFO] - [E:289| 0]: Train Loss:0.0015029, Val MRR:0.40638, ice001 +2023-05-27 04:14:54,167 - ice001 - [INFO] - [E:289| 100]: Train Loss:0.0015052, Val MRR:0.40638, ice001 +2023-05-27 04:15:58,269 - ice001 - [INFO] - [E:289| 200]: Train Loss:0.0015063, Val MRR:0.40638, ice001 +2023-05-27 04:17:02,414 - ice001 - [INFO] - [E:289| 300]: Train Loss:0.0015062, Val MRR:0.40638, ice001 +2023-05-27 04:18:06,511 - ice001 - [INFO] - [E:289| 400]: Train Loss:0.0015066, Val MRR:0.40638, ice001 +2023-05-27 04:19:10,572 - ice001 - [INFO] - [E:289| 500]: Train Loss:0.0015066, Val MRR:0.40638, ice001 +2023-05-27 04:20:14,747 - ice001 - [INFO] - [E:289| 600]: Train Loss:0.0015068, Val MRR:0.40638, ice001 +2023-05-27 04:21:18,873 - ice001 - [INFO] - [E:289| 700]: Train Loss:0.0015069, Val MRR:0.40638, ice001 +2023-05-27 04:22:23,015 - ice001 - [INFO] - [E:289| 800]: Train Loss:0.001507, Val MRR:0.40638, ice001 +2023-05-27 04:23:27,177 - ice001 - [INFO] - [E:289| 900]: Train Loss:0.0015075, Val MRR:0.40638, ice001 +2023-05-27 04:24:12,272 - ice001 - [INFO] - [Epoch:289]: Training Loss:0.001508 + +2023-05-27 04:24:12,489 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 04:24:26,337 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 04:24:39,983 - ice001 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.42529, Head : 0.37194, Avg : 0.39861 + MR: Tail : 523.58, Head : 636.79, Avg : 580.18 + Hit-1: Tail : 0.34494, Head : 0.29518, Avg : 0.32006 + Hit-3: Tail : 0.46547, Head : 0.40612, Avg : 0.43579 + Hit-10: Tail : 0.57992, Head : 0.52276, Avg : 0.55134 +2023-05-27 04:24:39,983 - ice001 - [INFO] - [Epoch 289]: Training Loss: 0.0015077, Valid MRR: 0.40638, + + + +2023-05-27 04:24:40,639 - ice001 - [INFO] - [E:290| 0]: Train Loss:0.0015065, Val MRR:0.40638, ice001 +2023-05-27 04:25:44,754 - ice001 - [INFO] - [E:290| 100]: Train Loss:0.0015055, Val MRR:0.40638, ice001 +2023-05-27 04:26:48,787 - ice001 - [INFO] - [E:290| 200]: Train Loss:0.0015053, Val MRR:0.40638, ice001 +2023-05-27 04:27:52,930 - ice001 - [INFO] - [E:290| 300]: Train Loss:0.0015063, Val MRR:0.40638, ice001 +2023-05-27 04:28:57,053 - ice001 - [INFO] - [E:290| 400]: Train Loss:0.0015067, Val MRR:0.40638, ice001 +2023-05-27 04:30:01,234 - ice001 - [INFO] - [E:290| 500]: Train Loss:0.0015066, Val MRR:0.40638, ice001 +2023-05-27 04:31:05,364 - ice001 - [INFO] - [E:290| 600]: Train Loss:0.0015067, Val MRR:0.40638, ice001 +2023-05-27 04:32:09,497 - ice001 - [INFO] - [E:290| 700]: Train Loss:0.0015071, Val MRR:0.40638, ice001 +2023-05-27 04:33:13,520 - ice001 - [INFO] - [E:290| 800]: Train Loss:0.0015071, Val MRR:0.40638, ice001 +2023-05-27 04:34:17,679 - ice001 - [INFO] - [E:290| 900]: Train Loss:0.0015073, Val MRR:0.40638, ice001 +2023-05-27 04:35:02,762 - ice001 - [INFO] - [Epoch:290]: Training Loss:0.001507 + +2023-05-27 04:35:02,979 - ice001 - [INFO] - [Valid, Tail_Batch Step 0] ice001 +2023-05-27 04:35:16,816 - ice001 - [INFO] - [Valid, Head_Batch Step 0] ice001 +2023-05-27 04:35:30,441 - ice001 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.42596, Head : 0.37154, Avg : 0.39875 + +2023-05-27 04:35:30,441 - ice001 - [INFO] - [Epoch 290]: Training Loss: 0.0015075, Valid MRR: 0.40638, + + + +2023-05-27 04:35:31,090 - ice001 - [INFO] - [E:291| 0]: Train Loss:0.0015103, Val MRR:0.40638, ice001 +2023-05-27 04:36:35,240 - ice001 - [INFO] - [E:291| 100]: Train Loss:0.0015061, Val MRR:0.40638, ice001 +2023-05-27 04:37:39,288 - ice001 - [INFO] - [E:291| 200]: Train Loss:0.0015064, Val MRR:0.40638, ice001 +2023-05-27 04:38:43,388 - ice001 - [INFO] - [E:291| 300]: Train Loss:0.0015073, Val MRR:0.40638, ice001 diff --git a/log/ice14ws_128 b/log/ice14ws_128 new file mode 100644 index 0000000..cb18344 --- /dev/null +++ b/log/ice14ws_128 @@ -0,0 +1,9541 @@ +2023-05-11 11:34:37,153 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'filtered': False} +2023-05-11 11:34:46,598 - ice14ws_128 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, ice14ws_128 +2023-05-11 11:36:37,581 - ice14ws_128 - [INFO] - [E:0| 100]: Train Loss:0.37073, Val MRR:0.0, ice14ws_128 +2023-05-11 11:38:25,297 - ice14ws_128 - [INFO] - [E:0| 200]: Train Loss:0.2429, Val MRR:0.0, ice14ws_128 +2023-05-11 11:40:08,121 - ice14ws_128 - [INFO] - [E:0| 300]: Train Loss:0.1804, Val MRR:0.0, ice14ws_128 +2023-05-11 11:41:55,577 - ice14ws_128 - [INFO] - [E:0| 400]: Train Loss:0.14364, Val MRR:0.0, ice14ws_128 +2023-05-11 11:43:39,330 - ice14ws_128 - [INFO] - [E:0| 500]: Train Loss:0.11947, Val MRR:0.0, ice14ws_128 +2023-05-11 11:45:23,308 - ice14ws_128 - [INFO] - [E:0| 600]: Train Loss:0.10235, Val MRR:0.0, ice14ws_128 +2023-05-11 11:47:07,023 - ice14ws_128 - [INFO] - [E:0| 700]: Train Loss:0.089603, Val MRR:0.0, ice14ws_128 +2023-05-11 11:48:51,055 - ice14ws_128 - [INFO] - [E:0| 800]: Train Loss:0.07973, Val MRR:0.0, ice14ws_128 +2023-05-11 11:50:22,658 - ice14ws_128 - [INFO] - [E:0| 900]: Train Loss:0.071859, Val MRR:0.0, ice14ws_128 +2023-05-11 11:51:35,577 - ice14ws_128 - [INFO] - [Epoch:0]: Training Loss:0.06717 + +2023-05-11 11:51:36,096 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 11:52:00,236 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 11:52:23,839 - ice14ws_128 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.0913, Head : 0.06613, Avg : 0.07872 + +2023-05-11 11:52:25,152 - ice14ws_128 - [INFO] - [Epoch 0]: Training Loss: 0.067174, Valid MRR: 0.07872, + + + +2023-05-11 11:52:26,360 - ice14ws_128 - [INFO] - [E:1| 0]: Train Loss:0.0073578, Val MRR:0.07872, ice14ws_128 +2023-05-11 11:54:10,488 - ice14ws_128 - [INFO] - [E:1| 100]: Train Loss:0.0068678, Val MRR:0.07872, ice14ws_128 +2023-05-11 11:55:53,763 - ice14ws_128 - [INFO] - [E:1| 200]: Train Loss:0.0064792, Val MRR:0.07872, ice14ws_128 +2023-05-11 11:57:37,728 - ice14ws_128 - [INFO] - [E:1| 300]: Train Loss:0.006149, Val MRR:0.07872, ice14ws_128 +2023-05-11 11:59:09,853 - ice14ws_128 - [INFO] - [E:1| 400]: Train Loss:0.0058636, Val MRR:0.07872, ice14ws_128 +2023-05-11 12:00:53,469 - ice14ws_128 - [INFO] - [E:1| 500]: Train Loss:0.0056139, Val MRR:0.07872, ice14ws_128 +2023-05-11 12:02:37,447 - ice14ws_128 - [INFO] - [E:1| 600]: Train Loss:0.0053948, Val MRR:0.07872, ice14ws_128 +2023-05-11 12:04:20,651 - ice14ws_128 - [INFO] - [E:1| 700]: Train Loss:0.0052002, Val MRR:0.07872, ice14ws_128 +2023-05-11 12:06:04,492 - ice14ws_128 - [INFO] - [E:1| 800]: Train Loss:0.0050262, Val MRR:0.07872, ice14ws_128 +2023-05-11 12:07:36,519 - ice14ws_128 - [INFO] - [E:1| 900]: Train Loss:0.0048704, Val MRR:0.07872, ice14ws_128 +2023-05-11 12:08:52,528 - ice14ws_128 - [INFO] - [Epoch:1]: Training Loss:0.004769 + +2023-05-11 12:08:52,874 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 12:09:17,376 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 12:09:40,574 - ice14ws_128 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.09509, Head : 0.06936, Avg : 0.08223 + +2023-05-11 12:09:41,907 - ice14ws_128 - [INFO] - [Epoch 1]: Training Loss: 0.0047694, Valid MRR: 0.08223, + + + +2023-05-11 12:09:43,035 - ice14ws_128 - [INFO] - [E:2| 0]: Train Loss:0.0034605, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:11:27,451 - ice14ws_128 - [INFO] - [E:2| 100]: Train Loss:0.0033795, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:13:11,641 - ice14ws_128 - [INFO] - [E:2| 200]: Train Loss:0.0033136, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:14:55,832 - ice14ws_128 - [INFO] - [E:2| 300]: Train Loss:0.0032568, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:16:27,633 - ice14ws_128 - [INFO] - [E:2| 400]: Train Loss:0.0032062, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:18:11,708 - ice14ws_128 - [INFO] - [E:2| 500]: Train Loss:0.00316, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:19:55,626 - ice14ws_128 - [INFO] - [E:2| 600]: Train Loss:0.0031185, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:21:39,969 - ice14ws_128 - [INFO] - [E:2| 700]: Train Loss:0.0030793, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:23:23,693 - ice14ws_128 - [INFO] - [E:2| 800]: Train Loss:0.0030441, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:24:55,544 - ice14ws_128 - [INFO] - [E:2| 900]: Train Loss:0.0030115, Val MRR:0.08223, ice14ws_128 +2023-05-11 12:26:08,636 - ice14ws_128 - [INFO] - [Epoch:2]: Training Loss:0.00299 + +2023-05-11 12:26:09,107 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 12:26:32,722 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 12:26:56,587 - ice14ws_128 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.0963, Head : 0.0701, Avg : 0.0832 + +2023-05-11 12:26:57,900 - ice14ws_128 - [INFO] - [Epoch 2]: Training Loss: 0.0029903, Valid MRR: 0.0832, + + + +2023-05-11 12:26:59,110 - ice14ws_128 - [INFO] - [E:3| 0]: Train Loss:0.0027481, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:28:43,305 - ice14ws_128 - [INFO] - [E:3| 100]: Train Loss:0.0026805, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:30:26,928 - ice14ws_128 - [INFO] - [E:3| 200]: Train Loss:0.0026658, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:32:10,818 - ice14ws_128 - [INFO] - [E:3| 300]: Train Loss:0.0026517, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:33:42,687 - ice14ws_128 - [INFO] - [E:3| 400]: Train Loss:0.0026375, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:35:26,902 - ice14ws_128 - [INFO] - [E:3| 500]: Train Loss:0.0026266, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:37:10,076 - ice14ws_128 - [INFO] - [E:3| 600]: Train Loss:0.0026139, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:38:53,977 - ice14ws_128 - [INFO] - [E:3| 700]: Train Loss:0.0026038, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:40:38,432 - ice14ws_128 - [INFO] - [E:3| 800]: Train Loss:0.0025944, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:42:10,495 - ice14ws_128 - [INFO] - [E:3| 900]: Train Loss:0.0025841, Val MRR:0.0832, ice14ws_128 +2023-05-11 12:43:23,622 - ice14ws_128 - [INFO] - [Epoch:3]: Training Loss:0.002578 + +2023-05-11 12:43:23,969 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 12:43:48,188 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 12:44:11,310 - ice14ws_128 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.09581, Head : 0.07289, Avg : 0.08435 + +2023-05-11 12:44:12,615 - ice14ws_128 - [INFO] - [Epoch 3]: Training Loss: 0.002578, Valid MRR: 0.08435, + + + +2023-05-11 12:44:13,839 - ice14ws_128 - [INFO] - [E:4| 0]: Train Loss:0.002464, Val MRR:0.08435, ice14ws_128 +2023-05-11 12:45:57,409 - ice14ws_128 - [INFO] - [E:4| 100]: Train Loss:0.0024784, Val MRR:0.08435, ice14ws_128 +2023-05-11 12:47:41,466 - ice14ws_128 - [INFO] - [E:4| 200]: Train Loss:0.0024776, Val MRR:0.08435, ice14ws_128 +2023-05-11 12:49:25,712 - ice14ws_128 - [INFO] - [E:4| 300]: Train Loss:0.0024753, Val MRR:0.08435, ice14ws_128 +2023-05-11 12:50:57,726 - ice14ws_128 - [INFO] - [E:4| 400]: Train Loss:0.0024715, Val MRR:0.08435, ice14ws_128 +2023-05-11 12:52:41,205 - ice14ws_128 - [INFO] - [E:4| 500]: Train Loss:0.0024691, Val MRR:0.08435, ice14ws_128 +2023-05-11 12:54:25,295 - ice14ws_128 - [INFO] - [E:4| 600]: Train Loss:0.0024649, Val MRR:0.08435, ice14ws_128 +2023-05-11 12:56:08,751 - ice14ws_128 - [INFO] - [E:4| 700]: Train Loss:0.0024612, Val MRR:0.08435, ice14ws_128 +2023-05-11 12:57:54,905 - ice14ws_128 - [INFO] - [E:4| 800]: Train Loss:0.0024576, Val MRR:0.08435, ice14ws_128 +2023-05-11 12:59:35,077 - ice14ws_128 - [INFO] - [E:4| 900]: Train Loss:0.0024549, Val MRR:0.08435, ice14ws_128 +2023-05-11 13:00:39,318 - ice14ws_128 - [INFO] - [Epoch:4]: Training Loss:0.002454 + +2023-05-11 13:00:39,663 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 13:01:03,894 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 13:01:27,473 - ice14ws_128 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.1011, Head : 0.0771, Avg : 0.0891 + +2023-05-11 13:01:28,850 - ice14ws_128 - [INFO] - [Epoch 4]: Training Loss: 0.0024535, Valid MRR: 0.0891, + + + +2023-05-11 13:01:30,284 - ice14ws_128 - [INFO] - [E:5| 0]: Train Loss:0.002421, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:03:14,611 - ice14ws_128 - [INFO] - [E:5| 100]: Train Loss:0.0024255, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:04:57,966 - ice14ws_128 - [INFO] - [E:5| 200]: Train Loss:0.0024236, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:06:40,423 - ice14ws_128 - [INFO] - [E:5| 300]: Train Loss:0.0024227, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:08:14,206 - ice14ws_128 - [INFO] - [E:5| 400]: Train Loss:0.0024205, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:09:54,527 - ice14ws_128 - [INFO] - [E:5| 500]: Train Loss:0.0024193, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:11:36,821 - ice14ws_128 - [INFO] - [E:5| 600]: Train Loss:0.0024176, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:13:19,664 - ice14ws_128 - [INFO] - [E:5| 700]: Train Loss:0.0024167, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:15:02,422 - ice14ws_128 - [INFO] - [E:5| 800]: Train Loss:0.0024152, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:16:34,770 - ice14ws_128 - [INFO] - [E:5| 900]: Train Loss:0.0024145, Val MRR:0.0891, ice14ws_128 +2023-05-11 13:17:45,872 - ice14ws_128 - [INFO] - [Epoch:5]: Training Loss:0.002413 + +2023-05-11 13:17:46,134 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 13:18:09,773 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 13:18:33,160 - ice14ws_128 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.14242, Head : 0.10863, Avg : 0.12553 + +2023-05-11 13:18:34,451 - ice14ws_128 - [INFO] - [Epoch 5]: Training Loss: 0.0024134, Valid MRR: 0.12553, + + + +2023-05-11 13:18:35,461 - ice14ws_128 - [INFO] - [E:6| 0]: Train Loss:0.0024308, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:20:18,268 - ice14ws_128 - [INFO] - [E:6| 100]: Train Loss:0.0023966, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:22:01,784 - ice14ws_128 - [INFO] - [E:6| 200]: Train Loss:0.0023956, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:23:45,306 - ice14ws_128 - [INFO] - [E:6| 300]: Train Loss:0.0023922, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:25:17,153 - ice14ws_128 - [INFO] - [E:6| 400]: Train Loss:0.0023914, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:26:59,015 - ice14ws_128 - [INFO] - [E:6| 500]: Train Loss:0.0023884, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:28:41,160 - ice14ws_128 - [INFO] - [E:6| 600]: Train Loss:0.0023855, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:30:23,611 - ice14ws_128 - [INFO] - [E:6| 700]: Train Loss:0.0023834, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:32:06,341 - ice14ws_128 - [INFO] - [E:6| 800]: Train Loss:0.0023808, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:33:38,237 - ice14ws_128 - [INFO] - [E:6| 900]: Train Loss:0.0023782, Val MRR:0.12553, ice14ws_128 +2023-05-11 13:34:50,686 - ice14ws_128 - [INFO] - [Epoch:6]: Training Loss:0.002376 + +2023-05-11 13:34:50,948 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 13:35:14,605 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 13:35:37,951 - ice14ws_128 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.20298, Head : 0.15665, Avg : 0.17982 + +2023-05-11 13:35:39,261 - ice14ws_128 - [INFO] - [Epoch 6]: Training Loss: 0.0023764, Valid MRR: 0.17982, + + + +2023-05-11 13:35:40,452 - ice14ws_128 - [INFO] - [E:7| 0]: Train Loss:0.002394, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:37:22,998 - ice14ws_128 - [INFO] - [E:7| 100]: Train Loss:0.0023443, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:39:05,603 - ice14ws_128 - [INFO] - [E:7| 200]: Train Loss:0.0023432, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:40:48,364 - ice14ws_128 - [INFO] - [E:7| 300]: Train Loss:0.0023406, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:42:19,993 - ice14ws_128 - [INFO] - [E:7| 400]: Train Loss:0.0023384, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:44:06,245 - ice14ws_128 - [INFO] - [E:7| 500]: Train Loss:0.0023364, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:45:48,436 - ice14ws_128 - [INFO] - [E:7| 600]: Train Loss:0.0023345, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:47:31,021 - ice14ws_128 - [INFO] - [E:7| 700]: Train Loss:0.0023338, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:49:13,731 - ice14ws_128 - [INFO] - [E:7| 800]: Train Loss:0.0023318, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:50:45,386 - ice14ws_128 - [INFO] - [E:7| 900]: Train Loss:0.0023297, Val MRR:0.17982, ice14ws_128 +2023-05-11 13:51:57,811 - ice14ws_128 - [INFO] - [Epoch:7]: Training Loss:0.002328 + +2023-05-11 13:51:58,150 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 13:52:21,649 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 13:52:45,183 - ice14ws_128 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.2435, Head : 0.19691, Avg : 0.2202 + +2023-05-11 13:52:46,510 - ice14ws_128 - [INFO] - [Epoch 7]: Training Loss: 0.0023279, Valid MRR: 0.2202, + + + +2023-05-11 13:52:47,719 - ice14ws_128 - [INFO] - [E:8| 0]: Train Loss:0.0022688, Val MRR:0.2202, ice14ws_128 +2023-05-11 13:54:30,683 - ice14ws_128 - [INFO] - [E:8| 100]: Train Loss:0.0022951, Val MRR:0.2202, ice14ws_128 +2023-05-11 13:56:12,941 - ice14ws_128 - [INFO] - [E:8| 200]: Train Loss:0.0022958, Val MRR:0.2202, ice14ws_128 +2023-05-11 13:57:55,493 - ice14ws_128 - [INFO] - [E:8| 300]: Train Loss:0.0022952, Val MRR:0.2202, ice14ws_128 +2023-05-11 13:59:27,048 - ice14ws_128 - [INFO] - [E:8| 400]: Train Loss:0.0022937, Val MRR:0.2202, ice14ws_128 +2023-05-11 14:01:09,983 - ice14ws_128 - [INFO] - [E:8| 500]: Train Loss:0.0022915, Val MRR:0.2202, ice14ws_128 +2023-05-11 14:02:52,495 - ice14ws_128 - [INFO] - [E:8| 600]: Train Loss:0.0022899, Val MRR:0.2202, ice14ws_128 +2023-05-11 14:04:34,817 - ice14ws_128 - [INFO] - [E:8| 700]: Train Loss:0.0022873, Val MRR:0.2202, ice14ws_128 +2023-05-11 14:06:17,725 - ice14ws_128 - [INFO] - [E:8| 800]: Train Loss:0.0022851, Val MRR:0.2202, ice14ws_128 +2023-05-11 14:07:49,400 - ice14ws_128 - [INFO] - [E:8| 900]: Train Loss:0.0022828, Val MRR:0.2202, ice14ws_128 +2023-05-11 14:09:01,738 - ice14ws_128 - [INFO] - [Epoch:8]: Training Loss:0.002281 + +2023-05-11 14:09:02,199 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 14:09:25,831 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 14:09:49,148 - ice14ws_128 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.28981, Head : 0.23414, Avg : 0.26198 + +2023-05-11 14:09:50,456 - ice14ws_128 - [INFO] - [Epoch 8]: Training Loss: 0.0022814, Valid MRR: 0.26198, + + + +2023-05-11 14:09:51,586 - ice14ws_128 - [INFO] - [E:9| 0]: Train Loss:0.0021959, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:11:34,503 - ice14ws_128 - [INFO] - [E:9| 100]: Train Loss:0.0022475, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:13:17,236 - ice14ws_128 - [INFO] - [E:9| 200]: Train Loss:0.0022489, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:14:51,596 - ice14ws_128 - [INFO] - [E:9| 300]: Train Loss:0.002249, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:16:30,858 - ice14ws_128 - [INFO] - [E:9| 400]: Train Loss:0.002249, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:18:12,914 - ice14ws_128 - [INFO] - [E:9| 500]: Train Loss:0.0022469, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:19:55,740 - ice14ws_128 - [INFO] - [E:9| 600]: Train Loss:0.0022459, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:21:38,365 - ice14ws_128 - [INFO] - [E:9| 700]: Train Loss:0.0022441, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:23:11,647 - ice14ws_128 - [INFO] - [E:9| 800]: Train Loss:0.0022432, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:24:51,179 - ice14ws_128 - [INFO] - [E:9| 900]: Train Loss:0.0022405, Val MRR:0.26198, ice14ws_128 +2023-05-11 14:26:03,288 - ice14ws_128 - [INFO] - [Epoch:9]: Training Loss:0.002239 + +2023-05-11 14:26:03,684 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 14:26:27,393 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 14:26:50,655 - ice14ws_128 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.3121, Head : 0.25342, Avg : 0.28276 + MR: Tail : 376.61, Head : 413.79, Avg : 395.2 + Hit-1: Tail : 0.22236, Head : 0.17296, Avg : 0.19766 + Hit-3: Tail : 0.35186, Head : 0.2754, Avg : 0.31363 + Hit-10: Tail : 0.47797, Head : 0.41947, Avg : 0.44872 +2023-05-11 14:26:51,953 - ice14ws_128 - [INFO] - [Epoch 9]: Training Loss: 0.0022394, Valid MRR: 0.28276, + + + +2023-05-11 14:26:52,824 - ice14ws_128 - [INFO] - [E:10| 0]: Train Loss:0.0022452, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:28:35,455 - ice14ws_128 - [INFO] - [E:10| 100]: Train Loss:0.0022043, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:30:20,718 - ice14ws_128 - [INFO] - [E:10| 200]: Train Loss:0.0022101, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:31:52,459 - ice14ws_128 - [INFO] - [E:10| 300]: Train Loss:0.0022091, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:33:35,115 - ice14ws_128 - [INFO] - [E:10| 400]: Train Loss:0.0022059, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:35:17,206 - ice14ws_128 - [INFO] - [E:10| 500]: Train Loss:0.0022065, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:36:59,487 - ice14ws_128 - [INFO] - [E:10| 600]: Train Loss:0.0022063, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:38:42,246 - ice14ws_128 - [INFO] - [E:10| 700]: Train Loss:0.0022055, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:40:13,660 - ice14ws_128 - [INFO] - [E:10| 800]: Train Loss:0.0022047, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:41:56,236 - ice14ws_128 - [INFO] - [E:10| 900]: Train Loss:0.0022041, Val MRR:0.28276, ice14ws_128 +2023-05-11 14:43:08,335 - ice14ws_128 - [INFO] - [Epoch:10]: Training Loss:0.002204 + +2023-05-11 14:43:08,596 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 14:43:32,033 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 14:43:55,006 - ice14ws_128 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.33237, Head : 0.27078, Avg : 0.30157 + +2023-05-11 14:43:56,199 - ice14ws_128 - [INFO] - [Epoch 10]: Training Loss: 0.0022039, Valid MRR: 0.30157, + + + +2023-05-11 14:43:57,404 - ice14ws_128 - [INFO] - [E:11| 0]: Train Loss:0.0022553, Val MRR:0.30157, ice14ws_128 +2023-05-11 14:45:39,748 - ice14ws_128 - [INFO] - [E:11| 100]: Train Loss:0.0021719, Val MRR:0.30157, ice14ws_128 +2023-05-11 14:47:21,842 - ice14ws_128 - [INFO] - [E:11| 200]: Train Loss:0.0021736, Val MRR:0.30157, ice14ws_128 +2023-05-11 14:48:52,850 - ice14ws_128 - [INFO] - [E:11| 300]: Train Loss:0.0021762, Val MRR:0.30157, ice14ws_128 +2023-05-11 14:50:34,654 - ice14ws_128 - [INFO] - [E:11| 400]: Train Loss:0.0021764, Val MRR:0.30157, ice14ws_128 +2023-05-11 14:52:17,006 - ice14ws_128 - [INFO] - [E:11| 500]: Train Loss:0.002175, Val MRR:0.30157, ice14ws_128 +2023-05-11 14:53:58,994 - ice14ws_128 - [INFO] - [E:11| 600]: Train Loss:0.0021742, Val MRR:0.30157, ice14ws_128 +2023-05-11 14:55:40,384 - ice14ws_128 - [INFO] - [E:11| 700]: Train Loss:0.0021726, Val MRR:0.30157, ice14ws_128 +2023-05-11 14:57:11,843 - ice14ws_128 - [INFO] - [E:11| 800]: Train Loss:0.0021726, Val MRR:0.30157, ice14ws_128 +2023-05-11 14:58:53,930 - ice14ws_128 - [INFO] - [E:11| 900]: Train Loss:0.0021717, Val MRR:0.30157, ice14ws_128 +2023-05-11 15:00:05,950 - ice14ws_128 - [INFO] - [Epoch:11]: Training Loss:0.002172 + +2023-05-11 15:00:06,211 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 15:00:29,762 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 15:00:52,998 - ice14ws_128 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.34814, Head : 0.28144, Avg : 0.31479 + +2023-05-11 15:00:54,278 - ice14ws_128 - [INFO] - [Epoch 11]: Training Loss: 0.0021716, Valid MRR: 0.31479, + + + +2023-05-11 15:00:55,458 - ice14ws_128 - [INFO] - [E:12| 0]: Train Loss:0.0021803, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:02:37,304 - ice14ws_128 - [INFO] - [E:12| 100]: Train Loss:0.0021506, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:04:19,675 - ice14ws_128 - [INFO] - [E:12| 200]: Train Loss:0.0021476, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:05:49,864 - ice14ws_128 - [INFO] - [E:12| 300]: Train Loss:0.0021455, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:07:31,856 - ice14ws_128 - [INFO] - [E:12| 400]: Train Loss:0.0021453, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:09:13,703 - ice14ws_128 - [INFO] - [E:12| 500]: Train Loss:0.0021448, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:10:55,911 - ice14ws_128 - [INFO] - [E:12| 600]: Train Loss:0.0021443, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:12:37,888 - ice14ws_128 - [INFO] - [E:12| 700]: Train Loss:0.0021446, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:14:08,975 - ice14ws_128 - [INFO] - [E:12| 800]: Train Loss:0.0021438, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:15:53,732 - ice14ws_128 - [INFO] - [E:12| 900]: Train Loss:0.0021428, Val MRR:0.31479, ice14ws_128 +2023-05-11 15:17:05,909 - ice14ws_128 - [INFO] - [Epoch:12]: Training Loss:0.002143 + +2023-05-11 15:17:06,207 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 15:17:29,579 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 15:17:52,822 - ice14ws_128 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.35558, Head : 0.29425, Avg : 0.32492 + +2023-05-11 15:17:54,214 - ice14ws_128 - [INFO] - [Epoch 12]: Training Loss: 0.0021429, Valid MRR: 0.32492, + + + +2023-05-11 15:17:55,511 - ice14ws_128 - [INFO] - [E:13| 0]: Train Loss:0.002044, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:19:38,012 - ice14ws_128 - [INFO] - [E:13| 100]: Train Loss:0.0021127, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:21:20,378 - ice14ws_128 - [INFO] - [E:13| 200]: Train Loss:0.0021171, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:22:51,798 - ice14ws_128 - [INFO] - [E:13| 300]: Train Loss:0.0021166, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:24:34,237 - ice14ws_128 - [INFO] - [E:13| 400]: Train Loss:0.002118, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:26:17,150 - ice14ws_128 - [INFO] - [E:13| 500]: Train Loss:0.0021172, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:28:00,177 - ice14ws_128 - [INFO] - [E:13| 600]: Train Loss:0.0021167, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:29:43,321 - ice14ws_128 - [INFO] - [E:13| 700]: Train Loss:0.0021169, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:31:15,294 - ice14ws_128 - [INFO] - [E:13| 800]: Train Loss:0.002117, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:32:57,327 - ice14ws_128 - [INFO] - [E:13| 900]: Train Loss:0.0021173, Val MRR:0.32492, ice14ws_128 +2023-05-11 15:34:09,573 - ice14ws_128 - [INFO] - [Epoch:13]: Training Loss:0.002117 + +2023-05-11 15:34:09,920 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 15:34:33,401 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 15:34:56,508 - ice14ws_128 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.36336, Head : 0.30711, Avg : 0.33523 + +2023-05-11 15:34:57,803 - ice14ws_128 - [INFO] - [Epoch 13]: Training Loss: 0.0021173, Valid MRR: 0.33523, + + + +2023-05-11 15:34:58,916 - ice14ws_128 - [INFO] - [E:14| 0]: Train Loss:0.0021135, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:36:41,734 - ice14ws_128 - [INFO] - [E:14| 100]: Train Loss:0.0020879, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:38:16,165 - ice14ws_128 - [INFO] - [E:14| 200]: Train Loss:0.0020928, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:39:55,498 - ice14ws_128 - [INFO] - [E:14| 300]: Train Loss:0.0020953, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:41:38,458 - ice14ws_128 - [INFO] - [E:14| 400]: Train Loss:0.0020939, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:43:21,388 - ice14ws_128 - [INFO] - [E:14| 500]: Train Loss:0.0020947, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:45:04,896 - ice14ws_128 - [INFO] - [E:14| 600]: Train Loss:0.0020936, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:46:38,174 - ice14ws_128 - [INFO] - [E:14| 700]: Train Loss:0.0020926, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:48:20,121 - ice14ws_128 - [INFO] - [E:14| 800]: Train Loss:0.0020921, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:50:03,219 - ice14ws_128 - [INFO] - [E:14| 900]: Train Loss:0.0020916, Val MRR:0.33523, ice14ws_128 +2023-05-11 15:51:15,540 - ice14ws_128 - [INFO] - [Epoch:14]: Training Loss:0.002092 + +2023-05-11 15:51:15,885 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 15:51:39,623 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 15:52:03,085 - ice14ws_128 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.37001, Head : 0.3159, Avg : 0.34296 + +2023-05-11 15:52:04,387 - ice14ws_128 - [INFO] - [Epoch 14]: Training Loss: 0.0020921, Valid MRR: 0.34296, + + + +2023-05-11 15:52:05,402 - ice14ws_128 - [INFO] - [E:15| 0]: Train Loss:0.0020798, Val MRR:0.34296, ice14ws_128 +2023-05-11 15:53:48,057 - ice14ws_128 - [INFO] - [E:15| 100]: Train Loss:0.0020695, Val MRR:0.34296, ice14ws_128 +2023-05-11 15:55:19,831 - ice14ws_128 - [INFO] - [E:15| 200]: Train Loss:0.0020703, Val MRR:0.34296, ice14ws_128 +2023-05-11 15:57:02,530 - ice14ws_128 - [INFO] - [E:15| 300]: Train Loss:0.0020724, Val MRR:0.34296, ice14ws_128 +2023-05-11 15:58:45,171 - ice14ws_128 - [INFO] - [E:15| 400]: Train Loss:0.0020703, Val MRR:0.34296, ice14ws_128 +2023-05-11 16:00:27,687 - ice14ws_128 - [INFO] - [E:15| 500]: Train Loss:0.0020696, Val MRR:0.34296, ice14ws_128 +2023-05-11 16:02:13,528 - ice14ws_128 - [INFO] - [E:15| 600]: Train Loss:0.0020702, Val MRR:0.34296, ice14ws_128 +2023-05-11 16:03:44,556 - ice14ws_128 - [INFO] - [E:15| 700]: Train Loss:0.00207, Val MRR:0.34296, ice14ws_128 +2023-05-11 16:05:26,367 - ice14ws_128 - [INFO] - [E:15| 800]: Train Loss:0.0020693, Val MRR:0.34296, ice14ws_128 +2023-05-11 16:07:09,366 - ice14ws_128 - [INFO] - [E:15| 900]: Train Loss:0.0020697, Val MRR:0.34296, ice14ws_128 +2023-05-11 16:08:21,762 - ice14ws_128 - [INFO] - [Epoch:15]: Training Loss:0.00207 + +2023-05-11 16:08:22,285 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 16:08:45,997 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 16:09:09,076 - ice14ws_128 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.37686, Head : 0.3225, Avg : 0.34968 + +2023-05-11 16:09:10,530 - ice14ws_128 - [INFO] - [Epoch 15]: Training Loss: 0.0020698, Valid MRR: 0.34968, + + + +2023-05-11 16:09:11,739 - ice14ws_128 - [INFO] - [E:16| 0]: Train Loss:0.0020232, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:10:54,390 - ice14ws_128 - [INFO] - [E:16| 100]: Train Loss:0.0020437, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:12:25,736 - ice14ws_128 - [INFO] - [E:16| 200]: Train Loss:0.0020483, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:14:07,984 - ice14ws_128 - [INFO] - [E:16| 300]: Train Loss:0.0020493, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:15:50,167 - ice14ws_128 - [INFO] - [E:16| 400]: Train Loss:0.0020494, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:17:32,068 - ice14ws_128 - [INFO] - [E:16| 500]: Train Loss:0.0020493, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:19:14,479 - ice14ws_128 - [INFO] - [E:16| 600]: Train Loss:0.0020492, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:20:45,213 - ice14ws_128 - [INFO] - [E:16| 700]: Train Loss:0.0020499, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:22:26,550 - ice14ws_128 - [INFO] - [E:16| 800]: Train Loss:0.0020506, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:24:08,090 - ice14ws_128 - [INFO] - [E:16| 900]: Train Loss:0.0020502, Val MRR:0.34968, ice14ws_128 +2023-05-11 16:25:19,820 - ice14ws_128 - [INFO] - [Epoch:16]: Training Loss:0.00205 + +2023-05-11 16:25:20,219 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 16:25:43,560 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 16:26:06,685 - ice14ws_128 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.38413, Head : 0.33086, Avg : 0.3575 + +2023-05-11 16:26:07,983 - ice14ws_128 - [INFO] - [Epoch 16]: Training Loss: 0.0020502, Valid MRR: 0.3575, + + + +2023-05-11 16:26:09,028 - ice14ws_128 - [INFO] - [E:17| 0]: Train Loss:0.0020674, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:27:51,486 - ice14ws_128 - [INFO] - [E:17| 100]: Train Loss:0.002025, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:29:22,401 - ice14ws_128 - [INFO] - [E:17| 200]: Train Loss:0.0020288, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:31:04,692 - ice14ws_128 - [INFO] - [E:17| 300]: Train Loss:0.0020301, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:32:47,053 - ice14ws_128 - [INFO] - [E:17| 400]: Train Loss:0.0020309, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:34:29,420 - ice14ws_128 - [INFO] - [E:17| 500]: Train Loss:0.0020321, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:36:12,335 - ice14ws_128 - [INFO] - [E:17| 600]: Train Loss:0.002033, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:37:44,367 - ice14ws_128 - [INFO] - [E:17| 700]: Train Loss:0.0020334, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:39:26,437 - ice14ws_128 - [INFO] - [E:17| 800]: Train Loss:0.002033, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:41:08,475 - ice14ws_128 - [INFO] - [E:17| 900]: Train Loss:0.0020338, Val MRR:0.3575, ice14ws_128 +2023-05-11 16:42:20,708 - ice14ws_128 - [INFO] - [Epoch:17]: Training Loss:0.002034 + +2023-05-11 16:42:21,075 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 16:42:44,650 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 16:43:07,956 - ice14ws_128 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.38457, Head : 0.33408, Avg : 0.35932 + +2023-05-11 16:43:09,365 - ice14ws_128 - [INFO] - [Epoch 17]: Training Loss: 0.0020339, Valid MRR: 0.35932, + + + +2023-05-11 16:43:10,558 - ice14ws_128 - [INFO] - [E:18| 0]: Train Loss:0.0019766, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:44:47,702 - ice14ws_128 - [INFO] - [E:18| 100]: Train Loss:0.0020132, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:46:24,246 - ice14ws_128 - [INFO] - [E:18| 200]: Train Loss:0.0020122, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:48:09,196 - ice14ws_128 - [INFO] - [E:18| 300]: Train Loss:0.0020124, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:49:51,541 - ice14ws_128 - [INFO] - [E:18| 400]: Train Loss:0.002014, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:51:34,093 - ice14ws_128 - [INFO] - [E:18| 500]: Train Loss:0.0020141, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:53:13,019 - ice14ws_128 - [INFO] - [E:18| 600]: Train Loss:0.002015, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:54:48,883 - ice14ws_128 - [INFO] - [E:18| 700]: Train Loss:0.0020166, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:56:30,116 - ice14ws_128 - [INFO] - [E:18| 800]: Train Loss:0.0020185, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:58:11,994 - ice14ws_128 - [INFO] - [E:18| 900]: Train Loss:0.0020192, Val MRR:0.35932, ice14ws_128 +2023-05-11 16:59:23,579 - ice14ws_128 - [INFO] - [Epoch:18]: Training Loss:0.002019 + +2023-05-11 16:59:23,924 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 16:59:47,365 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 17:00:10,442 - ice14ws_128 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.39344, Head : 0.34201, Avg : 0.36772 + +2023-05-11 17:00:11,712 - ice14ws_128 - [INFO] - [Epoch 18]: Training Loss: 0.0020192, Valid MRR: 0.36772, + + + +2023-05-11 17:00:12,859 - ice14ws_128 - [INFO] - [E:19| 0]: Train Loss:0.002034, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:01:44,969 - ice14ws_128 - [INFO] - [E:19| 100]: Train Loss:0.0020008, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:03:26,823 - ice14ws_128 - [INFO] - [E:19| 200]: Train Loss:0.0019994, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:05:09,101 - ice14ws_128 - [INFO] - [E:19| 300]: Train Loss:0.0020006, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:06:51,996 - ice14ws_128 - [INFO] - [E:19| 400]: Train Loss:0.0020027, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:08:35,169 - ice14ws_128 - [INFO] - [E:19| 500]: Train Loss:0.0020033, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:10:06,245 - ice14ws_128 - [INFO] - [E:19| 600]: Train Loss:0.0020051, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:11:48,045 - ice14ws_128 - [INFO] - [E:19| 700]: Train Loss:0.0020059, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:13:30,236 - ice14ws_128 - [INFO] - [E:19| 800]: Train Loss:0.0020066, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:15:12,134 - ice14ws_128 - [INFO] - [E:19| 900]: Train Loss:0.0020066, Val MRR:0.36772, ice14ws_128 +2023-05-11 17:16:23,653 - ice14ws_128 - [INFO] - [Epoch:19]: Training Loss:0.002007 + +2023-05-11 17:16:24,052 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 17:16:47,807 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 17:17:11,006 - ice14ws_128 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.39515, Head : 0.34321, Avg : 0.36918 + MR: Tail : 246.89, Head : 268.77, Avg : 257.83 + Hit-1: Tail : 0.29372, Head : 0.24226, Avg : 0.26799 + Hit-3: Tail : 0.44374, Head : 0.38815, Avg : 0.41595 + Hit-10: Tail : 0.58794, Head : 0.53854, Avg : 0.56324 +2023-05-11 17:17:12,306 - ice14ws_128 - [INFO] - [Epoch 19]: Training Loss: 0.002007, Valid MRR: 0.36918, + + + +2023-05-11 17:17:13,727 - ice14ws_128 - [INFO] - [E:20| 0]: Train Loss:0.0019812, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:18:44,849 - ice14ws_128 - [INFO] - [E:20| 100]: Train Loss:0.0019862, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:20:27,425 - ice14ws_128 - [INFO] - [E:20| 200]: Train Loss:0.0019889, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:22:09,828 - ice14ws_128 - [INFO] - [E:20| 300]: Train Loss:0.0019896, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:23:52,809 - ice14ws_128 - [INFO] - [E:20| 400]: Train Loss:0.00199, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:25:35,975 - ice14ws_128 - [INFO] - [E:20| 500]: Train Loss:0.0019919, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:27:07,350 - ice14ws_128 - [INFO] - [E:20| 600]: Train Loss:0.001992, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:28:50,255 - ice14ws_128 - [INFO] - [E:20| 700]: Train Loss:0.001993, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:30:32,654 - ice14ws_128 - [INFO] - [E:20| 800]: Train Loss:0.0019937, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:32:15,721 - ice14ws_128 - [INFO] - [E:20| 900]: Train Loss:0.0019945, Val MRR:0.36918, ice14ws_128 +2023-05-11 17:33:30,326 - ice14ws_128 - [INFO] - [Epoch:20]: Training Loss:0.001995 + +2023-05-11 17:33:30,672 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 17:33:54,726 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 17:34:18,094 - ice14ws_128 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.39893, Head : 0.34644, Avg : 0.37269 + +2023-05-11 17:34:19,413 - ice14ws_128 - [INFO] - [Epoch 20]: Training Loss: 0.0019947, Valid MRR: 0.37269, + + + +2023-05-11 17:34:20,772 - ice14ws_128 - [INFO] - [E:21| 0]: Train Loss:0.0019794, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:35:52,121 - ice14ws_128 - [INFO] - [E:21| 100]: Train Loss:0.0019666, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:37:34,050 - ice14ws_128 - [INFO] - [E:21| 200]: Train Loss:0.0019711, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:39:17,103 - ice14ws_128 - [INFO] - [E:21| 300]: Train Loss:0.0019728, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:41:00,418 - ice14ws_128 - [INFO] - [E:21| 400]: Train Loss:0.0019771, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:42:42,809 - ice14ws_128 - [INFO] - [E:21| 500]: Train Loss:0.0019785, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:44:14,314 - ice14ws_128 - [INFO] - [E:21| 600]: Train Loss:0.0019797, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:45:56,555 - ice14ws_128 - [INFO] - [E:21| 700]: Train Loss:0.001981, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:47:38,310 - ice14ws_128 - [INFO] - [E:21| 800]: Train Loss:0.0019823, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:49:20,635 - ice14ws_128 - [INFO] - [E:21| 900]: Train Loss:0.0019837, Val MRR:0.37269, ice14ws_128 +2023-05-11 17:50:32,419 - ice14ws_128 - [INFO] - [Epoch:21]: Training Loss:0.001984 + +2023-05-11 17:50:32,944 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 17:50:56,531 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 17:51:19,720 - ice14ws_128 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.39698, Head : 0.35, Avg : 0.37349 + +2023-05-11 17:51:21,014 - ice14ws_128 - [INFO] - [Epoch 21]: Training Loss: 0.0019843, Valid MRR: 0.37349, + + + +2023-05-11 17:51:22,228 - ice14ws_128 - [INFO] - [E:22| 0]: Train Loss:0.0019412, Val MRR:0.37349, ice14ws_128 +2023-05-11 17:52:54,476 - ice14ws_128 - [INFO] - [E:22| 100]: Train Loss:0.0019707, Val MRR:0.37349, ice14ws_128 +2023-05-11 17:54:36,845 - ice14ws_128 - [INFO] - [E:22| 200]: Train Loss:0.0019678, Val MRR:0.37349, ice14ws_128 +2023-05-11 17:56:19,207 - ice14ws_128 - [INFO] - [E:22| 300]: Train Loss:0.0019673, Val MRR:0.37349, ice14ws_128 +2023-05-11 17:58:00,986 - ice14ws_128 - [INFO] - [E:22| 400]: Train Loss:0.0019687, Val MRR:0.37349, ice14ws_128 +2023-05-11 17:59:43,556 - ice14ws_128 - [INFO] - [E:22| 500]: Train Loss:0.0019698, Val MRR:0.37349, ice14ws_128 +2023-05-11 18:01:15,034 - ice14ws_128 - [INFO] - [E:22| 600]: Train Loss:0.0019704, Val MRR:0.37349, ice14ws_128 +2023-05-11 18:02:57,671 - ice14ws_128 - [INFO] - [E:22| 700]: Train Loss:0.0019721, Val MRR:0.37349, ice14ws_128 +2023-05-11 18:04:40,245 - ice14ws_128 - [INFO] - [E:22| 800]: Train Loss:0.0019724, Val MRR:0.37349, ice14ws_128 +2023-05-11 18:06:22,409 - ice14ws_128 - [INFO] - [E:22| 900]: Train Loss:0.0019732, Val MRR:0.37349, ice14ws_128 +2023-05-11 18:07:34,403 - ice14ws_128 - [INFO] - [Epoch:22]: Training Loss:0.001974 + +2023-05-11 18:07:34,801 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 18:07:58,272 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 18:08:13,303 - ice14ws_128 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.40153, Head : 0.34801, Avg : 0.37477 + +2023-05-11 18:08:14,635 - ice14ws_128 - [INFO] - [Epoch 22]: Training Loss: 0.0019745, Valid MRR: 0.37477, + + + +2023-05-11 18:08:15,284 - ice14ws_128 - [INFO] - [E:23| 0]: Train Loss:0.0019568, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:09:54,580 - ice14ws_128 - [INFO] - [E:23| 100]: Train Loss:0.001961, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:11:36,678 - ice14ws_128 - [INFO] - [E:23| 200]: Train Loss:0.0019608, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:13:18,572 - ice14ws_128 - [INFO] - [E:23| 300]: Train Loss:0.0019611, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:15:00,345 - ice14ws_128 - [INFO] - [E:23| 400]: Train Loss:0.0019611, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:16:33,980 - ice14ws_128 - [INFO] - [E:23| 500]: Train Loss:0.0019608, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:18:14,970 - ice14ws_128 - [INFO] - [E:23| 600]: Train Loss:0.0019612, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:20:00,483 - ice14ws_128 - [INFO] - [E:23| 700]: Train Loss:0.0019626, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:21:43,939 - ice14ws_128 - [INFO] - [E:23| 800]: Train Loss:0.0019635, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:23:27,451 - ice14ws_128 - [INFO] - [E:23| 900]: Train Loss:0.0019641, Val MRR:0.37477, ice14ws_128 +2023-05-11 18:24:39,320 - ice14ws_128 - [INFO] - [Epoch:23]: Training Loss:0.001965 + +2023-05-11 18:24:39,671 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 18:24:56,714 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 18:25:13,709 - ice14ws_128 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.40168, Head : 0.35375, Avg : 0.37772 + +2023-05-11 18:25:14,994 - ice14ws_128 - [INFO] - [Epoch 23]: Training Loss: 0.0019651, Valid MRR: 0.37772, + + + +2023-05-11 18:25:16,208 - ice14ws_128 - [INFO] - [E:24| 0]: Train Loss:0.0019875, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:26:58,647 - ice14ws_128 - [INFO] - [E:24| 100]: Train Loss:0.0019462, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:28:40,984 - ice14ws_128 - [INFO] - [E:24| 200]: Train Loss:0.0019467, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:30:23,585 - ice14ws_128 - [INFO] - [E:24| 300]: Train Loss:0.0019474, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:32:06,305 - ice14ws_128 - [INFO] - [E:24| 400]: Train Loss:0.0019501, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:33:38,167 - ice14ws_128 - [INFO] - [E:24| 500]: Train Loss:0.0019512, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:35:20,375 - ice14ws_128 - [INFO] - [E:24| 600]: Train Loss:0.0019524, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:37:02,791 - ice14ws_128 - [INFO] - [E:24| 700]: Train Loss:0.0019541, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:38:45,754 - ice14ws_128 - [INFO] - [E:24| 800]: Train Loss:0.0019552, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:40:28,618 - ice14ws_128 - [INFO] - [E:24| 900]: Train Loss:0.0019557, Val MRR:0.37772, ice14ws_128 +2023-05-11 18:41:35,610 - ice14ws_128 - [INFO] - [Epoch:24]: Training Loss:0.001957 + +2023-05-11 18:41:35,828 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 18:41:52,624 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 18:42:15,553 - ice14ws_128 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.40422, Head : 0.3539, Avg : 0.37906 + +2023-05-11 18:42:16,833 - ice14ws_128 - [INFO] - [Epoch 24]: Training Loss: 0.0019566, Valid MRR: 0.37906, + + + +2023-05-11 18:42:18,169 - ice14ws_128 - [INFO] - [E:25| 0]: Train Loss:0.00187, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:44:00,541 - ice14ws_128 - [INFO] - [E:25| 100]: Train Loss:0.0019385, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:45:42,659 - ice14ws_128 - [INFO] - [E:25| 200]: Train Loss:0.0019397, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:47:25,428 - ice14ws_128 - [INFO] - [E:25| 300]: Train Loss:0.0019409, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:49:07,180 - ice14ws_128 - [INFO] - [E:25| 400]: Train Loss:0.0019412, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:50:39,181 - ice14ws_128 - [INFO] - [E:25| 500]: Train Loss:0.0019425, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:52:22,247 - ice14ws_128 - [INFO] - [E:25| 600]: Train Loss:0.0019449, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:54:05,566 - ice14ws_128 - [INFO] - [E:25| 700]: Train Loss:0.001946, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:55:48,862 - ice14ws_128 - [INFO] - [E:25| 800]: Train Loss:0.001947, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:57:32,068 - ice14ws_128 - [INFO] - [E:25| 900]: Train Loss:0.001948, Val MRR:0.37906, ice14ws_128 +2023-05-11 18:58:33,206 - ice14ws_128 - [INFO] - [Epoch:25]: Training Loss:0.001949 + +2023-05-11 18:58:33,474 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 18:58:56,898 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 18:59:19,872 - ice14ws_128 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.40398, Head : 0.35425, Avg : 0.37911 + +2023-05-11 18:59:21,176 - ice14ws_128 - [INFO] - [Epoch 25]: Training Loss: 0.0019487, Valid MRR: 0.37911, + + + +2023-05-11 18:59:22,616 - ice14ws_128 - [INFO] - [E:26| 0]: Train Loss:0.0019037, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:01:05,040 - ice14ws_128 - [INFO] - [E:26| 100]: Train Loss:0.0019234, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:02:47,542 - ice14ws_128 - [INFO] - [E:26| 200]: Train Loss:0.0019281, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:04:29,768 - ice14ws_128 - [INFO] - [E:26| 300]: Train Loss:0.001932, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:06:14,295 - ice14ws_128 - [INFO] - [E:26| 400]: Train Loss:0.0019329, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:07:46,146 - ice14ws_128 - [INFO] - [E:26| 500]: Train Loss:0.0019354, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:09:28,766 - ice14ws_128 - [INFO] - [E:26| 600]: Train Loss:0.0019369, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:11:11,627 - ice14ws_128 - [INFO] - [E:26| 700]: Train Loss:0.0019385, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:12:53,880 - ice14ws_128 - [INFO] - [E:26| 800]: Train Loss:0.0019396, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:14:35,284 - ice14ws_128 - [INFO] - [E:26| 900]: Train Loss:0.0019407, Val MRR:0.37911, ice14ws_128 +2023-05-11 19:15:36,361 - ice14ws_128 - [INFO] - [Epoch:26]: Training Loss:0.001941 + +2023-05-11 19:15:36,887 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 19:16:00,077 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 19:16:23,157 - ice14ws_128 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.40506, Head : 0.3558, Avg : 0.38043 + +2023-05-11 19:16:24,439 - ice14ws_128 - [INFO] - [Epoch 26]: Training Loss: 0.001941, Valid MRR: 0.38043, + + + +2023-05-11 19:16:25,756 - ice14ws_128 - [INFO] - [E:27| 0]: Train Loss:0.0019495, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:18:08,223 - ice14ws_128 - [INFO] - [E:27| 100]: Train Loss:0.0019237, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:19:50,788 - ice14ws_128 - [INFO] - [E:27| 200]: Train Loss:0.0019252, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:21:34,229 - ice14ws_128 - [INFO] - [E:27| 300]: Train Loss:0.0019256, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:23:12,202 - ice14ws_128 - [INFO] - [E:27| 400]: Train Loss:0.0019274, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:24:48,287 - ice14ws_128 - [INFO] - [E:27| 500]: Train Loss:0.0019289, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:26:30,977 - ice14ws_128 - [INFO] - [E:27| 600]: Train Loss:0.0019291, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:28:12,892 - ice14ws_128 - [INFO] - [E:27| 700]: Train Loss:0.0019305, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:29:55,886 - ice14ws_128 - [INFO] - [E:27| 800]: Train Loss:0.0019313, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:31:33,298 - ice14ws_128 - [INFO] - [E:27| 900]: Train Loss:0.0019333, Val MRR:0.38043, ice14ws_128 +2023-05-11 19:32:40,088 - ice14ws_128 - [INFO] - [Epoch:27]: Training Loss:0.001934 + +2023-05-11 19:32:40,471 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 19:33:03,930 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 19:33:27,128 - ice14ws_128 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.41, Head : 0.35693, Avg : 0.38347 + +2023-05-11 19:33:28,421 - ice14ws_128 - [INFO] - [Epoch 27]: Training Loss: 0.001934, Valid MRR: 0.38347, + + + +2023-05-11 19:33:29,622 - ice14ws_128 - [INFO] - [E:28| 0]: Train Loss:0.0019209, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:35:12,556 - ice14ws_128 - [INFO] - [E:28| 100]: Train Loss:0.0019147, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:36:55,330 - ice14ws_128 - [INFO] - [E:28| 200]: Train Loss:0.0019137, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:38:37,657 - ice14ws_128 - [INFO] - [E:28| 300]: Train Loss:0.001914, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:40:09,225 - ice14ws_128 - [INFO] - [E:28| 400]: Train Loss:0.0019172, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:41:51,687 - ice14ws_128 - [INFO] - [E:28| 500]: Train Loss:0.0019199, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:43:34,507 - ice14ws_128 - [INFO] - [E:28| 600]: Train Loss:0.0019223, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:45:16,653 - ice14ws_128 - [INFO] - [E:28| 700]: Train Loss:0.0019242, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:46:58,779 - ice14ws_128 - [INFO] - [E:28| 800]: Train Loss:0.0019253, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:48:30,124 - ice14ws_128 - [INFO] - [E:28| 900]: Train Loss:0.0019262, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:49:42,151 - ice14ws_128 - [INFO] - [Epoch:28]: Training Loss:0.001927 + +2023-05-11 19:49:42,625 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 19:50:05,888 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 19:50:29,064 - ice14ws_128 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.41061, Head : 0.35586, Avg : 0.38324 + +2023-05-11 19:50:29,065 - ice14ws_128 - [INFO] - [Epoch 28]: Training Loss: 0.001927, Valid MRR: 0.38347, + + + +2023-05-11 19:50:29,864 - ice14ws_128 - [INFO] - [E:29| 0]: Train Loss:0.0019502, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:52:14,544 - ice14ws_128 - [INFO] - [E:29| 100]: Train Loss:0.0019115, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:53:56,977 - ice14ws_128 - [INFO] - [E:29| 200]: Train Loss:0.0019126, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:55:39,562 - ice14ws_128 - [INFO] - [E:29| 300]: Train Loss:0.0019149, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:57:11,016 - ice14ws_128 - [INFO] - [E:29| 400]: Train Loss:0.0019165, Val MRR:0.38347, ice14ws_128 +2023-05-11 19:58:53,579 - ice14ws_128 - [INFO] - [E:29| 500]: Train Loss:0.0019169, Val MRR:0.38347, ice14ws_128 +2023-05-11 20:00:36,247 - ice14ws_128 - [INFO] - [E:29| 600]: Train Loss:0.0019167, Val MRR:0.38347, ice14ws_128 +2023-05-11 20:02:18,538 - ice14ws_128 - [INFO] - [E:29| 700]: Train Loss:0.0019182, Val MRR:0.38347, ice14ws_128 +2023-05-11 20:04:01,554 - ice14ws_128 - [INFO] - [E:29| 800]: Train Loss:0.0019188, Val MRR:0.38347, ice14ws_128 +2023-05-11 20:05:32,755 - ice14ws_128 - [INFO] - [E:29| 900]: Train Loss:0.0019206, Val MRR:0.38347, ice14ws_128 +2023-05-11 20:06:45,082 - ice14ws_128 - [INFO] - [Epoch:29]: Training Loss:0.001921 + +2023-05-11 20:06:45,606 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 20:07:09,418 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 20:07:32,517 - ice14ws_128 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.40964, Head : 0.3596, Avg : 0.38462 + MR: Tail : 277.77, Head : 293.46, Avg : 285.62 + Hit-1: Tail : 0.30368, Head : 0.25743, Avg : 0.28056 + Hit-3: Tail : 0.46304, Head : 0.4026, Avg : 0.43282 + Hit-10: Tail : 0.60966, Head : 0.56621, Avg : 0.58794 +2023-05-11 20:07:33,802 - ice14ws_128 - [INFO] - [Epoch 29]: Training Loss: 0.0019207, Valid MRR: 0.38462, + + + +2023-05-11 20:07:35,011 - ice14ws_128 - [INFO] - [E:30| 0]: Train Loss:0.0019415, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:09:17,255 - ice14ws_128 - [INFO] - [E:30| 100]: Train Loss:0.0018995, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:10:59,558 - ice14ws_128 - [INFO] - [E:30| 200]: Train Loss:0.0019042, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:12:42,329 - ice14ws_128 - [INFO] - [E:30| 300]: Train Loss:0.0019067, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:14:14,493 - ice14ws_128 - [INFO] - [E:30| 400]: Train Loss:0.0019072, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:15:57,349 - ice14ws_128 - [INFO] - [E:30| 500]: Train Loss:0.0019089, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:17:39,555 - ice14ws_128 - [INFO] - [E:30| 600]: Train Loss:0.0019107, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:19:21,998 - ice14ws_128 - [INFO] - [E:30| 700]: Train Loss:0.0019126, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:21:04,306 - ice14ws_128 - [INFO] - [E:30| 800]: Train Loss:0.0019137, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:22:35,230 - ice14ws_128 - [INFO] - [E:30| 900]: Train Loss:0.0019144, Val MRR:0.38462, ice14ws_128 +2023-05-11 20:23:47,629 - ice14ws_128 - [INFO] - [Epoch:30]: Training Loss:0.001915 + +2023-05-11 20:23:48,148 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 20:24:11,390 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 20:24:34,348 - ice14ws_128 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.41212, Head : 0.35909, Avg : 0.3856 + +2023-05-11 20:24:35,632 - ice14ws_128 - [INFO] - [Epoch 30]: Training Loss: 0.0019152, Valid MRR: 0.3856, + + + +2023-05-11 20:24:36,406 - ice14ws_128 - [INFO] - [E:31| 0]: Train Loss:0.0019151, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:26:18,431 - ice14ws_128 - [INFO] - [E:31| 100]: Train Loss:0.0018942, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:28:00,609 - ice14ws_128 - [INFO] - [E:31| 200]: Train Loss:0.0018978, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:29:42,197 - ice14ws_128 - [INFO] - [E:31| 300]: Train Loss:0.0018993, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:31:15,033 - ice14ws_128 - [INFO] - [E:31| 400]: Train Loss:0.001901, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:32:58,539 - ice14ws_128 - [INFO] - [E:31| 500]: Train Loss:0.0019013, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:34:42,193 - ice14ws_128 - [INFO] - [E:31| 600]: Train Loss:0.0019032, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:36:24,176 - ice14ws_128 - [INFO] - [E:31| 700]: Train Loss:0.0019046, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:38:08,361 - ice14ws_128 - [INFO] - [E:31| 800]: Train Loss:0.0019061, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:39:39,919 - ice14ws_128 - [INFO] - [E:31| 900]: Train Loss:0.0019078, Val MRR:0.3856, ice14ws_128 +2023-05-11 20:40:51,593 - ice14ws_128 - [INFO] - [Epoch:31]: Training Loss:0.001909 + +2023-05-11 20:40:52,014 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 20:41:15,138 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 20:41:37,943 - ice14ws_128 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.41171, Head : 0.36127, Avg : 0.38649 + +2023-05-11 20:41:39,235 - ice14ws_128 - [INFO] - [Epoch 31]: Training Loss: 0.0019089, Valid MRR: 0.38649, + + + +2023-05-11 20:41:40,543 - ice14ws_128 - [INFO] - [E:32| 0]: Train Loss:0.0018663, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:43:22,591 - ice14ws_128 - [INFO] - [E:32| 100]: Train Loss:0.0018954, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:45:04,715 - ice14ws_128 - [INFO] - [E:32| 200]: Train Loss:0.0018938, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:46:38,991 - ice14ws_128 - [INFO] - [E:32| 300]: Train Loss:0.0018939, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:48:18,646 - ice14ws_128 - [INFO] - [E:32| 400]: Train Loss:0.0018954, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:50:00,539 - ice14ws_128 - [INFO] - [E:32| 500]: Train Loss:0.0018973, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:51:43,050 - ice14ws_128 - [INFO] - [E:32| 600]: Train Loss:0.0018991, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:53:26,104 - ice14ws_128 - [INFO] - [E:32| 700]: Train Loss:0.0019011, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:55:00,423 - ice14ws_128 - [INFO] - [E:32| 800]: Train Loss:0.0019021, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:56:40,862 - ice14ws_128 - [INFO] - [E:32| 900]: Train Loss:0.001903, Val MRR:0.38649, ice14ws_128 +2023-05-11 20:57:53,124 - ice14ws_128 - [INFO] - [Epoch:32]: Training Loss:0.001903 + +2023-05-11 20:57:53,520 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 20:58:17,367 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 20:58:40,677 - ice14ws_128 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.41437, Head : 0.36431, Avg : 0.38934 + +2023-05-11 20:58:41,974 - ice14ws_128 - [INFO] - [Epoch 32]: Training Loss: 0.0019035, Valid MRR: 0.38934, + + + +2023-05-11 20:58:43,372 - ice14ws_128 - [INFO] - [E:33| 0]: Train Loss:0.0018818, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:00:26,586 - ice14ws_128 - [INFO] - [E:33| 100]: Train Loss:0.0018903, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:02:09,691 - ice14ws_128 - [INFO] - [E:33| 200]: Train Loss:0.0018901, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:03:41,130 - ice14ws_128 - [INFO] - [E:33| 300]: Train Loss:0.0018911, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:05:23,438 - ice14ws_128 - [INFO] - [E:33| 400]: Train Loss:0.001892, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:07:05,652 - ice14ws_128 - [INFO] - [E:33| 500]: Train Loss:0.0018939, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:08:48,414 - ice14ws_128 - [INFO] - [E:33| 600]: Train Loss:0.0018942, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:10:30,895 - ice14ws_128 - [INFO] - [E:33| 700]: Train Loss:0.0018952, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:12:02,288 - ice14ws_128 - [INFO] - [E:33| 800]: Train Loss:0.0018961, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:13:44,538 - ice14ws_128 - [INFO] - [E:33| 900]: Train Loss:0.0018971, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:14:56,582 - ice14ws_128 - [INFO] - [Epoch:33]: Training Loss:0.001898 + +2023-05-11 21:14:56,926 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 21:15:20,574 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 21:15:43,687 - ice14ws_128 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.41351, Head : 0.36465, Avg : 0.38908 + +2023-05-11 21:15:43,687 - ice14ws_128 - [INFO] - [Epoch 33]: Training Loss: 0.001898, Valid MRR: 0.38934, + + + +2023-05-11 21:15:44,869 - ice14ws_128 - [INFO] - [E:34| 0]: Train Loss:0.0019149, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:17:27,328 - ice14ws_128 - [INFO] - [E:34| 100]: Train Loss:0.0018762, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:19:09,664 - ice14ws_128 - [INFO] - [E:34| 200]: Train Loss:0.0018818, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:20:40,710 - ice14ws_128 - [INFO] - [E:34| 300]: Train Loss:0.0018842, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:22:22,448 - ice14ws_128 - [INFO] - [E:34| 400]: Train Loss:0.0018854, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:24:06,889 - ice14ws_128 - [INFO] - [E:34| 500]: Train Loss:0.0018875, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:25:49,342 - ice14ws_128 - [INFO] - [E:34| 600]: Train Loss:0.0018875, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:27:32,146 - ice14ws_128 - [INFO] - [E:34| 700]: Train Loss:0.0018894, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:29:03,563 - ice14ws_128 - [INFO] - [E:34| 800]: Train Loss:0.0018905, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:30:45,401 - ice14ws_128 - [INFO] - [E:34| 900]: Train Loss:0.001892, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:31:56,836 - ice14ws_128 - [INFO] - [Epoch:34]: Training Loss:0.001893 + +2023-05-11 21:31:57,132 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 21:32:20,414 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 21:32:43,243 - ice14ws_128 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.413, Head : 0.36464, Avg : 0.38882 + +2023-05-11 21:32:43,243 - ice14ws_128 - [INFO] - [Epoch 34]: Training Loss: 0.0018932, Valid MRR: 0.38934, + + + +2023-05-11 21:32:44,450 - ice14ws_128 - [INFO] - [E:35| 0]: Train Loss:0.0018404, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:34:26,332 - ice14ws_128 - [INFO] - [E:35| 100]: Train Loss:0.0018729, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:36:08,061 - ice14ws_128 - [INFO] - [E:35| 200]: Train Loss:0.0018759, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:37:39,122 - ice14ws_128 - [INFO] - [E:35| 300]: Train Loss:0.0018776, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:39:21,685 - ice14ws_128 - [INFO] - [E:35| 400]: Train Loss:0.0018799, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:41:04,546 - ice14ws_128 - [INFO] - [E:35| 500]: Train Loss:0.0018819, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:42:47,391 - ice14ws_128 - [INFO] - [E:35| 600]: Train Loss:0.0018839, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:44:29,093 - ice14ws_128 - [INFO] - [E:35| 700]: Train Loss:0.0018848, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:46:00,950 - ice14ws_128 - [INFO] - [E:35| 800]: Train Loss:0.0018863, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:47:43,064 - ice14ws_128 - [INFO] - [E:35| 900]: Train Loss:0.0018875, Val MRR:0.38934, ice14ws_128 +2023-05-11 21:48:55,204 - ice14ws_128 - [INFO] - [Epoch:35]: Training Loss:0.001888 + +2023-05-11 21:48:55,603 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 21:49:19,381 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 21:49:42,802 - ice14ws_128 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.4161, Head : 0.36661, Avg : 0.39136 + +2023-05-11 21:49:44,109 - ice14ws_128 - [INFO] - [Epoch 35]: Training Loss: 0.0018883, Valid MRR: 0.39136, + + + +2023-05-11 21:49:45,432 - ice14ws_128 - [INFO] - [E:36| 0]: Train Loss:0.0019242, Val MRR:0.39136, ice14ws_128 +2023-05-11 21:51:28,508 - ice14ws_128 - [INFO] - [E:36| 100]: Train Loss:0.0018741, Val MRR:0.39136, ice14ws_128 +2023-05-11 21:53:07,339 - ice14ws_128 - [INFO] - [E:36| 200]: Train Loss:0.001876, Val MRR:0.39136, ice14ws_128 +2023-05-11 21:54:42,123 - ice14ws_128 - [INFO] - [E:36| 300]: Train Loss:0.0018761, Val MRR:0.39136, ice14ws_128 +2023-05-11 21:56:24,641 - ice14ws_128 - [INFO] - [E:36| 400]: Train Loss:0.0018763, Val MRR:0.39136, ice14ws_128 +2023-05-11 21:58:06,965 - ice14ws_128 - [INFO] - [E:36| 500]: Train Loss:0.0018764, Val MRR:0.39136, ice14ws_128 +2023-05-11 21:59:49,333 - ice14ws_128 - [INFO] - [E:36| 600]: Train Loss:0.0018785, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:01:27,712 - ice14ws_128 - [INFO] - [E:36| 700]: Train Loss:0.0018796, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:03:03,843 - ice14ws_128 - [INFO] - [E:36| 800]: Train Loss:0.0018803, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:04:45,931 - ice14ws_128 - [INFO] - [E:36| 900]: Train Loss:0.0018823, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:05:58,230 - ice14ws_128 - [INFO] - [Epoch:36]: Training Loss:0.001884 + +2023-05-11 22:05:58,552 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 22:06:22,455 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 22:06:45,908 - ice14ws_128 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.41415, Head : 0.36658, Avg : 0.39037 + +2023-05-11 22:06:45,908 - ice14ws_128 - [INFO] - [Epoch 36]: Training Loss: 0.0018837, Valid MRR: 0.39136, + + + +2023-05-11 22:06:46,706 - ice14ws_128 - [INFO] - [E:37| 0]: Train Loss:0.0018627, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:08:29,310 - ice14ws_128 - [INFO] - [E:37| 100]: Train Loss:0.0018667, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:10:04,950 - ice14ws_128 - [INFO] - [E:37| 200]: Train Loss:0.0018688, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:11:45,066 - ice14ws_128 - [INFO] - [E:37| 300]: Train Loss:0.0018715, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:13:26,891 - ice14ws_128 - [INFO] - [E:37| 400]: Train Loss:0.0018726, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:15:09,174 - ice14ws_128 - [INFO] - [E:37| 500]: Train Loss:0.0018744, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:16:51,802 - ice14ws_128 - [INFO] - [E:37| 600]: Train Loss:0.001876, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:18:23,800 - ice14ws_128 - [INFO] - [E:37| 700]: Train Loss:0.0018769, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:20:05,713 - ice14ws_128 - [INFO] - [E:37| 800]: Train Loss:0.0018771, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:21:47,546 - ice14ws_128 - [INFO] - [E:37| 900]: Train Loss:0.0018779, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:22:59,903 - ice14ws_128 - [INFO] - [Epoch:37]: Training Loss:0.001879 + +2023-05-11 22:23:00,420 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 22:23:24,044 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 22:23:47,084 - ice14ws_128 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.41679, Head : 0.36588, Avg : 0.39133 + +2023-05-11 22:23:47,084 - ice14ws_128 - [INFO] - [Epoch 37]: Training Loss: 0.0018788, Valid MRR: 0.39136, + + + +2023-05-11 22:23:48,261 - ice14ws_128 - [INFO] - [E:38| 0]: Train Loss:0.0018803, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:25:30,685 - ice14ws_128 - [INFO] - [E:38| 100]: Train Loss:0.0018667, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:27:02,510 - ice14ws_128 - [INFO] - [E:38| 200]: Train Loss:0.0018665, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:28:44,978 - ice14ws_128 - [INFO] - [E:38| 300]: Train Loss:0.0018681, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:30:27,545 - ice14ws_128 - [INFO] - [E:38| 400]: Train Loss:0.0018682, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:32:10,165 - ice14ws_128 - [INFO] - [E:38| 500]: Train Loss:0.0018692, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:33:52,004 - ice14ws_128 - [INFO] - [E:38| 600]: Train Loss:0.0018694, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:35:23,245 - ice14ws_128 - [INFO] - [E:38| 700]: Train Loss:0.0018714, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:37:05,523 - ice14ws_128 - [INFO] - [E:38| 800]: Train Loss:0.0018727, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:38:47,957 - ice14ws_128 - [INFO] - [E:38| 900]: Train Loss:0.0018738, Val MRR:0.39136, ice14ws_128 +2023-05-11 22:39:59,765 - ice14ws_128 - [INFO] - [Epoch:38]: Training Loss:0.001875 + +2023-05-11 22:40:00,027 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 22:40:23,704 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 22:40:47,164 - ice14ws_128 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.41484, Head : 0.36823, Avg : 0.39154 + +2023-05-11 22:40:48,469 - ice14ws_128 - [INFO] - [Epoch 38]: Training Loss: 0.0018745, Valid MRR: 0.39154, + + + +2023-05-11 22:40:49,647 - ice14ws_128 - [INFO] - [E:39| 0]: Train Loss:0.0018702, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:42:33,023 - ice14ws_128 - [INFO] - [E:39| 100]: Train Loss:0.0018535, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:44:04,668 - ice14ws_128 - [INFO] - [E:39| 200]: Train Loss:0.0018579, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:45:47,609 - ice14ws_128 - [INFO] - [E:39| 300]: Train Loss:0.0018624, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:47:31,605 - ice14ws_128 - [INFO] - [E:39| 400]: Train Loss:0.0018626, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:49:14,087 - ice14ws_128 - [INFO] - [E:39| 500]: Train Loss:0.001864, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:50:56,989 - ice14ws_128 - [INFO] - [E:39| 600]: Train Loss:0.0018664, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:52:28,813 - ice14ws_128 - [INFO] - [E:39| 700]: Train Loss:0.001867, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:54:11,443 - ice14ws_128 - [INFO] - [E:39| 800]: Train Loss:0.0018683, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:55:56,324 - ice14ws_128 - [INFO] - [E:39| 900]: Train Loss:0.0018697, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:57:08,099 - ice14ws_128 - [INFO] - [Epoch:39]: Training Loss:0.00187 + +2023-05-11 22:57:08,445 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 22:57:32,446 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 22:57:55,745 - ice14ws_128 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.41358, Head : 0.36628, Avg : 0.38993 + MR: Tail : 308.0, Head : 320.65, Avg : 314.32 + Hit-1: Tail : 0.30744, Head : 0.26047, Avg : 0.28395 + Hit-3: Tail : 0.46802, Head : 0.41583, Avg : 0.44192 + Hit-10: Tail : 0.62046, Head : 0.57543, Avg : 0.59795 +2023-05-11 22:57:55,745 - ice14ws_128 - [INFO] - [Epoch 39]: Training Loss: 0.0018702, Valid MRR: 0.39154, + + + +2023-05-11 22:57:56,932 - ice14ws_128 - [INFO] - [E:40| 0]: Train Loss:0.0018177, Val MRR:0.39154, ice14ws_128 +2023-05-11 22:59:39,555 - ice14ws_128 - [INFO] - [E:40| 100]: Train Loss:0.0018559, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:01:11,033 - ice14ws_128 - [INFO] - [E:40| 200]: Train Loss:0.0018579, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:02:53,965 - ice14ws_128 - [INFO] - [E:40| 300]: Train Loss:0.0018598, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:04:35,771 - ice14ws_128 - [INFO] - [E:40| 400]: Train Loss:0.0018598, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:06:18,294 - ice14ws_128 - [INFO] - [E:40| 500]: Train Loss:0.0018611, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:08:00,953 - ice14ws_128 - [INFO] - [E:40| 600]: Train Loss:0.0018621, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:09:32,532 - ice14ws_128 - [INFO] - [E:40| 700]: Train Loss:0.0018632, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:11:14,401 - ice14ws_128 - [INFO] - [E:40| 800]: Train Loss:0.0018647, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:12:57,122 - ice14ws_128 - [INFO] - [E:40| 900]: Train Loss:0.0018653, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:14:09,285 - ice14ws_128 - [INFO] - [Epoch:40]: Training Loss:0.001866 + +2023-05-11 23:14:09,630 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 23:14:33,246 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 23:14:56,479 - ice14ws_128 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.41476, Head : 0.36518, Avg : 0.38997 + +2023-05-11 23:14:56,479 - ice14ws_128 - [INFO] - [Epoch 40]: Training Loss: 0.0018661, Valid MRR: 0.39154, + + + +2023-05-11 23:14:57,583 - ice14ws_128 - [INFO] - [E:41| 0]: Train Loss:0.0018682, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:16:32,930 - ice14ws_128 - [INFO] - [E:41| 100]: Train Loss:0.0018522, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:18:11,758 - ice14ws_128 - [INFO] - [E:41| 200]: Train Loss:0.0018527, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:19:55,255 - ice14ws_128 - [INFO] - [E:41| 300]: Train Loss:0.0018534, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:21:37,346 - ice14ws_128 - [INFO] - [E:41| 400]: Train Loss:0.0018537, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:23:19,685 - ice14ws_128 - [INFO] - [E:41| 500]: Train Loss:0.0018548, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:24:53,569 - ice14ws_128 - [INFO] - [E:41| 600]: Train Loss:0.0018564, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:26:33,559 - ice14ws_128 - [INFO] - [E:41| 700]: Train Loss:0.0018583, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:28:15,659 - ice14ws_128 - [INFO] - [E:41| 800]: Train Loss:0.00186, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:29:58,135 - ice14ws_128 - [INFO] - [E:41| 900]: Train Loss:0.0018615, Val MRR:0.39154, ice14ws_128 +2023-05-11 23:31:09,913 - ice14ws_128 - [INFO] - [Epoch:41]: Training Loss:0.001862 + +2023-05-11 23:31:10,242 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 23:31:33,827 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 23:31:57,221 - ice14ws_128 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.4175, Head : 0.36775, Avg : 0.39262 + +2023-05-11 23:31:58,525 - ice14ws_128 - [INFO] - [Epoch 41]: Training Loss: 0.0018618, Valid MRR: 0.39262, + + + +2023-05-11 23:31:59,842 - ice14ws_128 - [INFO] - [E:42| 0]: Train Loss:0.0018302, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:33:31,898 - ice14ws_128 - [INFO] - [E:42| 100]: Train Loss:0.0018454, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:35:14,768 - ice14ws_128 - [INFO] - [E:42| 200]: Train Loss:0.0018462, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:36:56,831 - ice14ws_128 - [INFO] - [E:42| 300]: Train Loss:0.001849, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:38:39,640 - ice14ws_128 - [INFO] - [E:42| 400]: Train Loss:0.0018508, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:40:22,377 - ice14ws_128 - [INFO] - [E:42| 500]: Train Loss:0.0018517, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:41:56,079 - ice14ws_128 - [INFO] - [E:42| 600]: Train Loss:0.0018533, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:43:38,453 - ice14ws_128 - [INFO] - [E:42| 700]: Train Loss:0.0018541, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:45:20,950 - ice14ws_128 - [INFO] - [E:42| 800]: Train Loss:0.0018557, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:47:04,070 - ice14ws_128 - [INFO] - [E:42| 900]: Train Loss:0.0018574, Val MRR:0.39262, ice14ws_128 +2023-05-11 23:48:16,588 - ice14ws_128 - [INFO] - [Epoch:42]: Training Loss:0.001858 + +2023-05-11 23:48:16,984 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-11 23:48:40,476 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-11 23:49:03,570 - ice14ws_128 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.41732, Head : 0.3689, Avg : 0.39311 + +2023-05-11 23:49:04,867 - ice14ws_128 - [INFO] - [Epoch 42]: Training Loss: 0.0018582, Valid MRR: 0.39311, + + + +2023-05-11 23:49:05,946 - ice14ws_128 - [INFO] - [E:43| 0]: Train Loss:0.0018887, Val MRR:0.39311, ice14ws_128 +2023-05-11 23:50:37,176 - ice14ws_128 - [INFO] - [E:43| 100]: Train Loss:0.0018396, Val MRR:0.39311, ice14ws_128 +2023-05-11 23:52:20,725 - ice14ws_128 - [INFO] - [E:43| 200]: Train Loss:0.001843, Val MRR:0.39311, ice14ws_128 +2023-05-11 23:54:02,848 - ice14ws_128 - [INFO] - [E:43| 300]: Train Loss:0.0018457, Val MRR:0.39311, ice14ws_128 +2023-05-11 23:55:45,904 - ice14ws_128 - [INFO] - [E:43| 400]: Train Loss:0.0018465, Val MRR:0.39311, ice14ws_128 +2023-05-11 23:57:28,187 - ice14ws_128 - [INFO] - [E:43| 500]: Train Loss:0.0018483, Val MRR:0.39311, ice14ws_128 +2023-05-11 23:58:59,318 - ice14ws_128 - [INFO] - [E:43| 600]: Train Loss:0.0018499, Val MRR:0.39311, ice14ws_128 +2023-05-12 00:00:42,143 - ice14ws_128 - [INFO] - [E:43| 700]: Train Loss:0.0018516, Val MRR:0.39311, ice14ws_128 +2023-05-12 00:02:24,588 - ice14ws_128 - [INFO] - [E:43| 800]: Train Loss:0.0018519, Val MRR:0.39311, ice14ws_128 +2023-05-12 00:04:07,702 - ice14ws_128 - [INFO] - [E:43| 900]: Train Loss:0.0018533, Val MRR:0.39311, ice14ws_128 +2023-05-12 00:05:19,938 - ice14ws_128 - [INFO] - [Epoch:43]: Training Loss:0.001854 + +2023-05-12 00:05:20,200 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 00:05:43,922 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 00:06:07,143 - ice14ws_128 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.41577, Head : 0.37058, Avg : 0.39317 + +2023-05-12 00:06:08,437 - ice14ws_128 - [INFO] - [Epoch 43]: Training Loss: 0.001854, Valid MRR: 0.39317, + + + +2023-05-12 00:06:09,504 - ice14ws_128 - [INFO] - [E:44| 0]: Train Loss:0.0018368, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:07:40,755 - ice14ws_128 - [INFO] - [E:44| 100]: Train Loss:0.0018384, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:09:23,366 - ice14ws_128 - [INFO] - [E:44| 200]: Train Loss:0.0018394, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:11:05,762 - ice14ws_128 - [INFO] - [E:44| 300]: Train Loss:0.0018416, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:12:48,011 - ice14ws_128 - [INFO] - [E:44| 400]: Train Loss:0.0018435, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:14:31,205 - ice14ws_128 - [INFO] - [E:44| 500]: Train Loss:0.0018447, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:16:02,842 - ice14ws_128 - [INFO] - [E:44| 600]: Train Loss:0.001846, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:17:45,290 - ice14ws_128 - [INFO] - [E:44| 700]: Train Loss:0.0018475, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:19:27,658 - ice14ws_128 - [INFO] - [E:44| 800]: Train Loss:0.0018484, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:21:10,096 - ice14ws_128 - [INFO] - [E:44| 900]: Train Loss:0.0018498, Val MRR:0.39317, ice14ws_128 +2023-05-12 00:22:21,964 - ice14ws_128 - [INFO] - [Epoch:44]: Training Loss:0.001851 + +2023-05-12 00:22:22,316 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 00:22:46,329 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 00:23:03,948 - ice14ws_128 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.41771, Head : 0.36957, Avg : 0.39364 + +2023-05-12 00:23:05,366 - ice14ws_128 - [INFO] - [Epoch 44]: Training Loss: 0.001851, Valid MRR: 0.39364, + + + +2023-05-12 00:23:06,014 - ice14ws_128 - [INFO] - [E:45| 0]: Train Loss:0.0018394, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:24:43,322 - ice14ws_128 - [INFO] - [E:45| 100]: Train Loss:0.0018369, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:26:26,333 - ice14ws_128 - [INFO] - [E:45| 200]: Train Loss:0.0018387, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:28:11,381 - ice14ws_128 - [INFO] - [E:45| 300]: Train Loss:0.0018372, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:29:53,741 - ice14ws_128 - [INFO] - [E:45| 400]: Train Loss:0.0018386, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:31:30,889 - ice14ws_128 - [INFO] - [E:45| 500]: Train Loss:0.0018401, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:33:07,191 - ice14ws_128 - [INFO] - [E:45| 600]: Train Loss:0.0018413, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:34:49,609 - ice14ws_128 - [INFO] - [E:45| 700]: Train Loss:0.0018436, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:36:32,249 - ice14ws_128 - [INFO] - [E:45| 800]: Train Loss:0.0018452, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:38:14,262 - ice14ws_128 - [INFO] - [E:45| 900]: Train Loss:0.0018463, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:39:26,072 - ice14ws_128 - [INFO] - [Epoch:45]: Training Loss:0.001847 + +2023-05-12 00:39:26,418 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 00:39:46,972 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 00:40:00,680 - ice14ws_128 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.41736, Head : 0.36963, Avg : 0.39349 + +2023-05-12 00:40:00,681 - ice14ws_128 - [INFO] - [Epoch 45]: Training Loss: 0.0018474, Valid MRR: 0.39364, + + + +2023-05-12 00:40:01,334 - ice14ws_128 - [INFO] - [E:46| 0]: Train Loss:0.0018265, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:41:43,611 - ice14ws_128 - [INFO] - [E:46| 100]: Train Loss:0.0018311, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:43:26,086 - ice14ws_128 - [INFO] - [E:46| 200]: Train Loss:0.0018335, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:45:08,432 - ice14ws_128 - [INFO] - [E:46| 300]: Train Loss:0.0018351, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:46:51,004 - ice14ws_128 - [INFO] - [E:46| 400]: Train Loss:0.001837, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:48:22,302 - ice14ws_128 - [INFO] - [E:46| 500]: Train Loss:0.0018382, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:50:04,685 - ice14ws_128 - [INFO] - [E:46| 600]: Train Loss:0.0018398, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:51:47,078 - ice14ws_128 - [INFO] - [E:46| 700]: Train Loss:0.001841, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:53:30,948 - ice14ws_128 - [INFO] - [E:46| 800]: Train Loss:0.0018422, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:55:14,864 - ice14ws_128 - [INFO] - [E:46| 900]: Train Loss:0.0018434, Val MRR:0.39364, ice14ws_128 +2023-05-12 00:56:25,728 - ice14ws_128 - [INFO] - [Epoch:46]: Training Loss:0.001844 + +2023-05-12 00:56:25,948 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 00:56:39,936 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 00:57:00,109 - ice14ws_128 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.42077, Head : 0.37147, Avg : 0.39612 + +2023-05-12 00:57:01,538 - ice14ws_128 - [INFO] - [Epoch 46]: Training Loss: 0.001844, Valid MRR: 0.39612, + + + +2023-05-12 00:57:02,659 - ice14ws_128 - [INFO] - [E:47| 0]: Train Loss:0.001802, Val MRR:0.39612, ice14ws_128 +2023-05-12 00:58:46,433 - ice14ws_128 - [INFO] - [E:47| 100]: Train Loss:0.0018264, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:00:29,336 - ice14ws_128 - [INFO] - [E:47| 200]: Train Loss:0.0018292, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:02:12,891 - ice14ws_128 - [INFO] - [E:47| 300]: Train Loss:0.0018304, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:03:57,163 - ice14ws_128 - [INFO] - [E:47| 400]: Train Loss:0.0018318, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:05:28,176 - ice14ws_128 - [INFO] - [E:47| 500]: Train Loss:0.0018332, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:07:11,546 - ice14ws_128 - [INFO] - [E:47| 600]: Train Loss:0.0018353, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:08:55,112 - ice14ws_128 - [INFO] - [E:47| 700]: Train Loss:0.0018372, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:10:39,815 - ice14ws_128 - [INFO] - [E:47| 800]: Train Loss:0.0018392, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:12:23,881 - ice14ws_128 - [INFO] - [E:47| 900]: Train Loss:0.00184, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:13:25,583 - ice14ws_128 - [INFO] - [Epoch:47]: Training Loss:0.001841 + +2023-05-12 01:13:25,805 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 01:13:48,864 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 01:14:14,935 - ice14ws_128 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.41869, Head : 0.36983, Avg : 0.39426 + +2023-05-12 01:14:14,935 - ice14ws_128 - [INFO] - [Epoch 47]: Training Loss: 0.0018406, Valid MRR: 0.39612, + + + +2023-05-12 01:14:16,021 - ice14ws_128 - [INFO] - [E:48| 0]: Train Loss:0.0018349, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:15:59,040 - ice14ws_128 - [INFO] - [E:48| 100]: Train Loss:0.0018291, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:17:42,663 - ice14ws_128 - [INFO] - [E:48| 200]: Train Loss:0.0018286, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:19:26,281 - ice14ws_128 - [INFO] - [E:48| 300]: Train Loss:0.0018317, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:21:09,809 - ice14ws_128 - [INFO] - [E:48| 400]: Train Loss:0.0018326, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:22:40,874 - ice14ws_128 - [INFO] - [E:48| 500]: Train Loss:0.0018335, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:24:24,797 - ice14ws_128 - [INFO] - [E:48| 600]: Train Loss:0.0018354, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:26:08,423 - ice14ws_128 - [INFO] - [E:48| 700]: Train Loss:0.0018348, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:27:51,589 - ice14ws_128 - [INFO] - [E:48| 800]: Train Loss:0.0018363, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:29:35,020 - ice14ws_128 - [INFO] - [E:48| 900]: Train Loss:0.0018371, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:30:35,156 - ice14ws_128 - [INFO] - [Epoch:48]: Training Loss:0.001837 + +2023-05-12 01:30:35,558 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 01:30:59,910 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 01:31:23,485 - ice14ws_128 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.41981, Head : 0.3714, Avg : 0.3956 + +2023-05-12 01:31:23,485 - ice14ws_128 - [INFO] - [Epoch 48]: Training Loss: 0.0018373, Valid MRR: 0.39612, + + + +2023-05-12 01:31:24,323 - ice14ws_128 - [INFO] - [E:49| 0]: Train Loss:0.0018582, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:33:08,699 - ice14ws_128 - [INFO] - [E:49| 100]: Train Loss:0.0018183, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:34:51,755 - ice14ws_128 - [INFO] - [E:49| 200]: Train Loss:0.0018214, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:36:35,698 - ice14ws_128 - [INFO] - [E:49| 300]: Train Loss:0.0018242, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:38:19,992 - ice14ws_128 - [INFO] - [E:49| 400]: Train Loss:0.001826, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:39:50,361 - ice14ws_128 - [INFO] - [E:49| 500]: Train Loss:0.0018271, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:41:34,483 - ice14ws_128 - [INFO] - [E:49| 600]: Train Loss:0.0018296, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:43:18,472 - ice14ws_128 - [INFO] - [E:49| 700]: Train Loss:0.0018306, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:45:02,692 - ice14ws_128 - [INFO] - [E:49| 800]: Train Loss:0.0018321, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:46:46,059 - ice14ws_128 - [INFO] - [E:49| 900]: Train Loss:0.0018332, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:47:46,761 - ice14ws_128 - [INFO] - [Epoch:49]: Training Loss:0.001834 + +2023-05-12 01:47:47,164 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 01:48:11,177 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 01:48:35,169 - ice14ws_128 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.41836, Head : 0.37107, Avg : 0.39471 + MR: Tail : 344.49, Head : 354.81, Avg : 349.65 + Hit-1: Tail : 0.31327, Head : 0.26569, Avg : 0.28948 + Hit-3: Tail : 0.46947, Head : 0.41789, Avg : 0.44368 + Hit-10: Tail : 0.62386, Head : 0.57798, Avg : 0.60092 +2023-05-12 01:48:35,169 - ice14ws_128 - [INFO] - [Epoch 49]: Training Loss: 0.001834, Valid MRR: 0.39612, + + + +2023-05-12 01:48:35,970 - ice14ws_128 - [INFO] - [E:50| 0]: Train Loss:0.0017724, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:50:19,955 - ice14ws_128 - [INFO] - [E:50| 100]: Train Loss:0.0018197, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:52:03,811 - ice14ws_128 - [INFO] - [E:50| 200]: Train Loss:0.0018193, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:53:47,568 - ice14ws_128 - [INFO] - [E:50| 300]: Train Loss:0.0018214, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:55:22,486 - ice14ws_128 - [INFO] - [E:50| 400]: Train Loss:0.0018234, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:57:03,906 - ice14ws_128 - [INFO] - [E:50| 500]: Train Loss:0.0018248, Val MRR:0.39612, ice14ws_128 +2023-05-12 01:58:47,872 - ice14ws_128 - [INFO] - [E:50| 600]: Train Loss:0.001826, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:00:34,418 - ice14ws_128 - [INFO] - [E:50| 700]: Train Loss:0.0018276, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:02:17,474 - ice14ws_128 - [INFO] - [E:50| 800]: Train Loss:0.0018286, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:03:53,322 - ice14ws_128 - [INFO] - [E:50| 900]: Train Loss:0.0018296, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:05:01,551 - ice14ws_128 - [INFO] - [Epoch:50]: Training Loss:0.001831 + +2023-05-12 02:05:01,897 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 02:05:26,207 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 02:05:49,883 - ice14ws_128 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.4183, Head : 0.37196, Avg : 0.39513 + +2023-05-12 02:05:49,884 - ice14ws_128 - [INFO] - [Epoch 50]: Training Loss: 0.0018307, Valid MRR: 0.39612, + + + +2023-05-12 02:05:51,119 - ice14ws_128 - [INFO] - [E:51| 0]: Train Loss:0.0018533, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:07:35,255 - ice14ws_128 - [INFO] - [E:51| 100]: Train Loss:0.0018202, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:09:19,451 - ice14ws_128 - [INFO] - [E:51| 200]: Train Loss:0.0018178, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:11:04,136 - ice14ws_128 - [INFO] - [E:51| 300]: Train Loss:0.0018187, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:12:35,385 - ice14ws_128 - [INFO] - [E:51| 400]: Train Loss:0.0018211, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:14:18,973 - ice14ws_128 - [INFO] - [E:51| 500]: Train Loss:0.0018227, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:16:03,264 - ice14ws_128 - [INFO] - [E:51| 600]: Train Loss:0.0018239, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:17:47,011 - ice14ws_128 - [INFO] - [E:51| 700]: Train Loss:0.0018244, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:19:31,089 - ice14ws_128 - [INFO] - [E:51| 800]: Train Loss:0.0018255, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:21:01,887 - ice14ws_128 - [INFO] - [E:51| 900]: Train Loss:0.0018265, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:22:15,170 - ice14ws_128 - [INFO] - [Epoch:51]: Training Loss:0.001827 + +2023-05-12 02:22:15,433 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 02:22:39,506 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 02:23:03,130 - ice14ws_128 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.41838, Head : 0.3721, Avg : 0.39524 + +2023-05-12 02:23:03,130 - ice14ws_128 - [INFO] - [Epoch 51]: Training Loss: 0.0018273, Valid MRR: 0.39612, + + + +2023-05-12 02:23:04,219 - ice14ws_128 - [INFO] - [E:52| 0]: Train Loss:0.0018102, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:24:48,390 - ice14ws_128 - [INFO] - [E:52| 100]: Train Loss:0.0018126, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:26:32,068 - ice14ws_128 - [INFO] - [E:52| 200]: Train Loss:0.001814, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:28:15,861 - ice14ws_128 - [INFO] - [E:52| 300]: Train Loss:0.0018149, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:29:46,220 - ice14ws_128 - [INFO] - [E:52| 400]: Train Loss:0.0018159, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:31:30,189 - ice14ws_128 - [INFO] - [E:52| 500]: Train Loss:0.0018173, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:33:13,648 - ice14ws_128 - [INFO] - [E:52| 600]: Train Loss:0.0018192, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:34:57,181 - ice14ws_128 - [INFO] - [E:52| 700]: Train Loss:0.0018212, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:36:40,287 - ice14ws_128 - [INFO] - [E:52| 800]: Train Loss:0.0018235, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:38:10,182 - ice14ws_128 - [INFO] - [E:52| 900]: Train Loss:0.001824, Val MRR:0.39612, ice14ws_128 +2023-05-12 02:39:22,891 - ice14ws_128 - [INFO] - [Epoch:52]: Training Loss:0.001825 + +2023-05-12 02:39:23,153 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 02:39:46,988 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 02:40:10,810 - ice14ws_128 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.42257, Head : 0.3744, Avg : 0.39848 + +2023-05-12 02:40:12,226 - ice14ws_128 - [INFO] - [Epoch 52]: Training Loss: 0.0018246, Valid MRR: 0.39848, + + + +2023-05-12 02:40:13,039 - ice14ws_128 - [INFO] - [E:53| 0]: Train Loss:0.0017668, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:41:57,715 - ice14ws_128 - [INFO] - [E:53| 100]: Train Loss:0.0018073, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:43:41,079 - ice14ws_128 - [INFO] - [E:53| 200]: Train Loss:0.0018117, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:45:23,864 - ice14ws_128 - [INFO] - [E:53| 300]: Train Loss:0.0018131, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:46:58,554 - ice14ws_128 - [INFO] - [E:53| 400]: Train Loss:0.0018142, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:48:42,603 - ice14ws_128 - [INFO] - [E:53| 500]: Train Loss:0.0018158, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:50:26,380 - ice14ws_128 - [INFO] - [E:53| 600]: Train Loss:0.0018172, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:52:09,829 - ice14ws_128 - [INFO] - [E:53| 700]: Train Loss:0.0018184, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:53:53,881 - ice14ws_128 - [INFO] - [E:53| 800]: Train Loss:0.001819, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:55:24,487 - ice14ws_128 - [INFO] - [E:53| 900]: Train Loss:0.0018206, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:56:37,504 - ice14ws_128 - [INFO] - [Epoch:53]: Training Loss:0.001821 + +2023-05-12 02:56:37,876 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 02:57:01,584 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 02:57:25,127 - ice14ws_128 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.42001, Head : 0.3731, Avg : 0.39656 + +2023-05-12 02:57:25,128 - ice14ws_128 - [INFO] - [Epoch 53]: Training Loss: 0.001821, Valid MRR: 0.39848, + + + +2023-05-12 02:57:26,273 - ice14ws_128 - [INFO] - [E:54| 0]: Train Loss:0.0018135, Val MRR:0.39848, ice14ws_128 +2023-05-12 02:59:10,489 - ice14ws_128 - [INFO] - [E:54| 100]: Train Loss:0.0018105, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:00:53,494 - ice14ws_128 - [INFO] - [E:54| 200]: Train Loss:0.0018109, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:02:29,323 - ice14ws_128 - [INFO] - [E:54| 300]: Train Loss:0.001812, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:04:08,534 - ice14ws_128 - [INFO] - [E:54| 400]: Train Loss:0.0018122, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:05:52,490 - ice14ws_128 - [INFO] - [E:54| 500]: Train Loss:0.0018131, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:07:36,068 - ice14ws_128 - [INFO] - [E:54| 600]: Train Loss:0.0018149, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:09:20,310 - ice14ws_128 - [INFO] - [E:54| 700]: Train Loss:0.0018159, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:10:54,495 - ice14ws_128 - [INFO] - [E:54| 800]: Train Loss:0.0018169, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:12:34,782 - ice14ws_128 - [INFO] - [E:54| 900]: Train Loss:0.0018174, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:13:47,007 - ice14ws_128 - [INFO] - [Epoch:54]: Training Loss:0.001818 + +2023-05-12 03:13:47,270 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 03:14:11,052 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 03:14:35,034 - ice14ws_128 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.42217, Head : 0.37333, Avg : 0.39775 + +2023-05-12 03:14:35,034 - ice14ws_128 - [INFO] - [Epoch 54]: Training Loss: 0.0018182, Valid MRR: 0.39848, + + + +2023-05-12 03:14:36,233 - ice14ws_128 - [INFO] - [E:55| 0]: Train Loss:0.0017881, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:16:19,351 - ice14ws_128 - [INFO] - [E:55| 100]: Train Loss:0.0018008, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:18:02,703 - ice14ws_128 - [INFO] - [E:55| 200]: Train Loss:0.0018042, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:19:33,476 - ice14ws_128 - [INFO] - [E:55| 300]: Train Loss:0.0018078, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:21:18,248 - ice14ws_128 - [INFO] - [E:55| 400]: Train Loss:0.001808, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:23:02,376 - ice14ws_128 - [INFO] - [E:55| 500]: Train Loss:0.0018092, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:24:46,717 - ice14ws_128 - [INFO] - [E:55| 600]: Train Loss:0.0018097, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:26:30,417 - ice14ws_128 - [INFO] - [E:55| 700]: Train Loss:0.0018106, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:28:02,179 - ice14ws_128 - [INFO] - [E:55| 800]: Train Loss:0.0018119, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:29:46,869 - ice14ws_128 - [INFO] - [E:55| 900]: Train Loss:0.0018133, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:30:59,500 - ice14ws_128 - [INFO] - [Epoch:55]: Training Loss:0.001815 + +2023-05-12 03:30:59,995 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 03:31:23,763 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 03:31:47,353 - ice14ws_128 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.42205, Head : 0.3716, Avg : 0.39683 + +2023-05-12 03:31:47,354 - ice14ws_128 - [INFO] - [Epoch 55]: Training Loss: 0.0018147, Valid MRR: 0.39848, + + + +2023-05-12 03:31:48,383 - ice14ws_128 - [INFO] - [E:56| 0]: Train Loss:0.0018128, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:33:34,996 - ice14ws_128 - [INFO] - [E:56| 100]: Train Loss:0.0018029, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:35:18,890 - ice14ws_128 - [INFO] - [E:56| 200]: Train Loss:0.0018057, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:36:49,503 - ice14ws_128 - [INFO] - [E:56| 300]: Train Loss:0.0018048, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:38:32,912 - ice14ws_128 - [INFO] - [E:56| 400]: Train Loss:0.0018058, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:40:15,708 - ice14ws_128 - [INFO] - [E:56| 500]: Train Loss:0.0018069, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:41:58,591 - ice14ws_128 - [INFO] - [E:56| 600]: Train Loss:0.0018078, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:43:42,052 - ice14ws_128 - [INFO] - [E:56| 700]: Train Loss:0.0018091, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:45:13,851 - ice14ws_128 - [INFO] - [E:56| 800]: Train Loss:0.0018102, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:46:57,935 - ice14ws_128 - [INFO] - [E:56| 900]: Train Loss:0.0018114, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:48:10,411 - ice14ws_128 - [INFO] - [Epoch:56]: Training Loss:0.001812 + +2023-05-12 03:48:10,931 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 03:48:34,904 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 03:48:58,460 - ice14ws_128 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.42241, Head : 0.37375, Avg : 0.39808 + +2023-05-12 03:48:58,460 - ice14ws_128 - [INFO] - [Epoch 56]: Training Loss: 0.0018121, Valid MRR: 0.39848, + + + +2023-05-12 03:48:59,513 - ice14ws_128 - [INFO] - [E:57| 0]: Train Loss:0.0018106, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:50:43,010 - ice14ws_128 - [INFO] - [E:57| 100]: Train Loss:0.0017999, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:52:27,173 - ice14ws_128 - [INFO] - [E:57| 200]: Train Loss:0.0018006, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:53:57,248 - ice14ws_128 - [INFO] - [E:57| 300]: Train Loss:0.0018006, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:55:40,123 - ice14ws_128 - [INFO] - [E:57| 400]: Train Loss:0.0018029, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:57:23,407 - ice14ws_128 - [INFO] - [E:57| 500]: Train Loss:0.0018041, Val MRR:0.39848, ice14ws_128 +2023-05-12 03:59:06,871 - ice14ws_128 - [INFO] - [E:57| 600]: Train Loss:0.0018048, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:00:50,311 - ice14ws_128 - [INFO] - [E:57| 700]: Train Loss:0.0018061, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:02:21,921 - ice14ws_128 - [INFO] - [E:57| 800]: Train Loss:0.0018074, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:04:05,411 - ice14ws_128 - [INFO] - [E:57| 900]: Train Loss:0.0018086, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:05:18,281 - ice14ws_128 - [INFO] - [Epoch:57]: Training Loss:0.00181 + +2023-05-12 04:05:18,721 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 04:05:42,478 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 04:06:06,003 - ice14ws_128 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.42162, Head : 0.37464, Avg : 0.39813 + +2023-05-12 04:06:06,003 - ice14ws_128 - [INFO] - [Epoch 57]: Training Loss: 0.0018097, Valid MRR: 0.39848, + + + +2023-05-12 04:06:07,193 - ice14ws_128 - [INFO] - [E:58| 0]: Train Loss:0.00175, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:07:50,517 - ice14ws_128 - [INFO] - [E:58| 100]: Train Loss:0.0017929, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:09:25,811 - ice14ws_128 - [INFO] - [E:58| 200]: Train Loss:0.0017959, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:11:05,560 - ice14ws_128 - [INFO] - [E:58| 300]: Train Loss:0.0017972, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:12:49,404 - ice14ws_128 - [INFO] - [E:58| 400]: Train Loss:0.001799, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:14:33,428 - ice14ws_128 - [INFO] - [E:58| 500]: Train Loss:0.0018008, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:16:17,470 - ice14ws_128 - [INFO] - [E:58| 600]: Train Loss:0.0018021, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:17:51,527 - ice14ws_128 - [INFO] - [E:58| 700]: Train Loss:0.0018031, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:19:35,636 - ice14ws_128 - [INFO] - [E:58| 800]: Train Loss:0.0018042, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:21:18,948 - ice14ws_128 - [INFO] - [E:58| 900]: Train Loss:0.0018055, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:22:31,548 - ice14ws_128 - [INFO] - [Epoch:58]: Training Loss:0.001806 + +2023-05-12 04:22:31,858 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 04:22:55,828 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 04:23:19,493 - ice14ws_128 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.42212, Head : 0.37431, Avg : 0.39821 + +2023-05-12 04:23:19,493 - ice14ws_128 - [INFO] - [Epoch 58]: Training Loss: 0.0018061, Valid MRR: 0.39848, + + + +2023-05-12 04:23:20,326 - ice14ws_128 - [INFO] - [E:59| 0]: Train Loss:0.0018453, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:25:03,794 - ice14ws_128 - [INFO] - [E:59| 100]: Train Loss:0.0017914, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:26:34,001 - ice14ws_128 - [INFO] - [E:59| 200]: Train Loss:0.0017946, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:28:17,836 - ice14ws_128 - [INFO] - [E:59| 300]: Train Loss:0.001796, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:30:00,806 - ice14ws_128 - [INFO] - [E:59| 400]: Train Loss:0.0017965, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:31:44,134 - ice14ws_128 - [INFO] - [E:59| 500]: Train Loss:0.0017979, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:33:27,006 - ice14ws_128 - [INFO] - [E:59| 600]: Train Loss:0.0017991, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:34:58,335 - ice14ws_128 - [INFO] - [E:59| 700]: Train Loss:0.0018003, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:36:41,860 - ice14ws_128 - [INFO] - [E:59| 800]: Train Loss:0.0018019, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:38:25,423 - ice14ws_128 - [INFO] - [E:59| 900]: Train Loss:0.0018031, Val MRR:0.39848, ice14ws_128 +2023-05-12 04:39:38,667 - ice14ws_128 - [INFO] - [Epoch:59]: Training Loss:0.001803 + +2023-05-12 04:39:39,149 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 04:40:02,801 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 04:40:26,204 - ice14ws_128 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.42245, Head : 0.37615, Avg : 0.3993 + MR: Tail : 378.09, Head : 386.11, Avg : 382.1 + Hit-1: Tail : 0.31824, Head : 0.27006, Avg : 0.29415 + Hit-3: Tail : 0.47433, Head : 0.4242, Avg : 0.44927 + Hit-10: Tail : 0.62228, Head : 0.5883, Avg : 0.60529 +2023-05-12 04:40:27,564 - ice14ws_128 - [INFO] - [Epoch 59]: Training Loss: 0.0018035, Valid MRR: 0.3993, + + + +2023-05-12 04:40:28,712 - ice14ws_128 - [INFO] - [E:60| 0]: Train Loss:0.0018374, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:42:12,443 - ice14ws_128 - [INFO] - [E:60| 100]: Train Loss:0.001789, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:43:43,201 - ice14ws_128 - [INFO] - [E:60| 200]: Train Loss:0.0017883, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:45:27,148 - ice14ws_128 - [INFO] - [E:60| 300]: Train Loss:0.0017913, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:47:11,135 - ice14ws_128 - [INFO] - [E:60| 400]: Train Loss:0.0017924, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:48:54,423 - ice14ws_128 - [INFO] - [E:60| 500]: Train Loss:0.0017941, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:50:37,660 - ice14ws_128 - [INFO] - [E:60| 600]: Train Loss:0.0017952, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:52:08,741 - ice14ws_128 - [INFO] - [E:60| 700]: Train Loss:0.0017968, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:53:52,518 - ice14ws_128 - [INFO] - [E:60| 800]: Train Loss:0.0017981, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:55:35,220 - ice14ws_128 - [INFO] - [E:60| 900]: Train Loss:0.0017993, Val MRR:0.3993, ice14ws_128 +2023-05-12 04:56:48,032 - ice14ws_128 - [INFO] - [Epoch:60]: Training Loss:0.0018 + +2023-05-12 04:56:48,295 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 04:57:11,926 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 04:57:35,319 - ice14ws_128 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.42325, Head : 0.3757, Avg : 0.39947 + +2023-05-12 04:57:36,697 - ice14ws_128 - [INFO] - [Epoch 60]: Training Loss: 0.0018003, Valid MRR: 0.39947, + + + +2023-05-12 04:57:37,530 - ice14ws_128 - [INFO] - [E:61| 0]: Train Loss:0.001801, Val MRR:0.39947, ice14ws_128 +2023-05-12 04:59:20,906 - ice14ws_128 - [INFO] - [E:61| 100]: Train Loss:0.0017887, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:00:52,469 - ice14ws_128 - [INFO] - [E:61| 200]: Train Loss:0.0017878, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:02:36,569 - ice14ws_128 - [INFO] - [E:61| 300]: Train Loss:0.0017902, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:04:20,359 - ice14ws_128 - [INFO] - [E:61| 400]: Train Loss:0.0017913, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:06:07,271 - ice14ws_128 - [INFO] - [E:61| 500]: Train Loss:0.0017919, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:07:50,782 - ice14ws_128 - [INFO] - [E:61| 600]: Train Loss:0.0017936, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:09:22,075 - ice14ws_128 - [INFO] - [E:61| 700]: Train Loss:0.0017946, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:11:05,967 - ice14ws_128 - [INFO] - [E:61| 800]: Train Loss:0.0017961, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:12:49,353 - ice14ws_128 - [INFO] - [E:61| 900]: Train Loss:0.0017971, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:14:02,073 - ice14ws_128 - [INFO] - [Epoch:61]: Training Loss:0.001798 + +2023-05-12 05:14:02,474 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 05:14:26,623 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 05:14:49,918 - ice14ws_128 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.42407, Head : 0.37417, Avg : 0.39912 + +2023-05-12 05:14:49,918 - ice14ws_128 - [INFO] - [Epoch 61]: Training Loss: 0.0017983, Valid MRR: 0.39947, + + + +2023-05-12 05:14:51,132 - ice14ws_128 - [INFO] - [E:62| 0]: Train Loss:0.0017499, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:16:28,504 - ice14ws_128 - [INFO] - [E:62| 100]: Train Loss:0.0017857, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:18:04,848 - ice14ws_128 - [INFO] - [E:62| 200]: Train Loss:0.0017859, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:19:48,217 - ice14ws_128 - [INFO] - [E:62| 300]: Train Loss:0.0017868, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:21:31,553 - ice14ws_128 - [INFO] - [E:62| 400]: Train Loss:0.0017887, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:23:14,876 - ice14ws_128 - [INFO] - [E:62| 500]: Train Loss:0.0017898, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:24:51,835 - ice14ws_128 - [INFO] - [E:62| 600]: Train Loss:0.001791, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:26:29,063 - ice14ws_128 - [INFO] - [E:62| 700]: Train Loss:0.0017923, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:28:11,863 - ice14ws_128 - [INFO] - [E:62| 800]: Train Loss:0.0017933, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:29:54,120 - ice14ws_128 - [INFO] - [E:62| 900]: Train Loss:0.0017943, Val MRR:0.39947, ice14ws_128 +2023-05-12 05:31:06,606 - ice14ws_128 - [INFO] - [Epoch:62]: Training Loss:0.001795 + +2023-05-12 05:31:07,127 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 05:31:31,308 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 05:31:54,750 - ice14ws_128 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.42463, Head : 0.37711, Avg : 0.40087 + +2023-05-12 05:31:56,121 - ice14ws_128 - [INFO] - [Epoch 62]: Training Loss: 0.001795, Valid MRR: 0.40087, + + + +2023-05-12 05:31:57,294 - ice14ws_128 - [INFO] - [E:63| 0]: Train Loss:0.0018279, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:33:29,125 - ice14ws_128 - [INFO] - [E:63| 100]: Train Loss:0.0017787, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:35:12,391 - ice14ws_128 - [INFO] - [E:63| 200]: Train Loss:0.0017823, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:36:56,377 - ice14ws_128 - [INFO] - [E:63| 300]: Train Loss:0.0017833, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:38:40,160 - ice14ws_128 - [INFO] - [E:63| 400]: Train Loss:0.0017849, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:40:23,601 - ice14ws_128 - [INFO] - [E:63| 500]: Train Loss:0.0017864, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:41:55,580 - ice14ws_128 - [INFO] - [E:63| 600]: Train Loss:0.0017879, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:43:37,906 - ice14ws_128 - [INFO] - [E:63| 700]: Train Loss:0.0017891, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:45:21,279 - ice14ws_128 - [INFO] - [E:63| 800]: Train Loss:0.0017905, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:47:03,713 - ice14ws_128 - [INFO] - [E:63| 900]: Train Loss:0.0017916, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:48:16,389 - ice14ws_128 - [INFO] - [Epoch:63]: Training Loss:0.001792 + +2023-05-12 05:48:16,735 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 05:48:40,609 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 05:49:04,000 - ice14ws_128 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.42436, Head : 0.37413, Avg : 0.39924 + +2023-05-12 05:49:04,000 - ice14ws_128 - [INFO] - [Epoch 63]: Training Loss: 0.0017924, Valid MRR: 0.40087, + + + +2023-05-12 05:49:05,217 - ice14ws_128 - [INFO] - [E:64| 0]: Train Loss:0.0018006, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:50:37,090 - ice14ws_128 - [INFO] - [E:64| 100]: Train Loss:0.0017779, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:52:22,617 - ice14ws_128 - [INFO] - [E:64| 200]: Train Loss:0.0017804, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:54:05,019 - ice14ws_128 - [INFO] - [E:64| 300]: Train Loss:0.0017813, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:55:48,825 - ice14ws_128 - [INFO] - [E:64| 400]: Train Loss:0.0017837, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:57:31,796 - ice14ws_128 - [INFO] - [E:64| 500]: Train Loss:0.0017853, Val MRR:0.40087, ice14ws_128 +2023-05-12 05:59:02,758 - ice14ws_128 - [INFO] - [E:64| 600]: Train Loss:0.0017861, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:00:45,906 - ice14ws_128 - [INFO] - [E:64| 700]: Train Loss:0.0017869, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:02:29,499 - ice14ws_128 - [INFO] - [E:64| 800]: Train Loss:0.0017877, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:04:13,119 - ice14ws_128 - [INFO] - [E:64| 900]: Train Loss:0.0017885, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:05:26,125 - ice14ws_128 - [INFO] - [Epoch:64]: Training Loss:0.001789 + +2023-05-12 06:05:26,493 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 06:05:50,268 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 06:06:13,719 - ice14ws_128 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.42461, Head : 0.37449, Avg : 0.39955 + +2023-05-12 06:06:13,719 - ice14ws_128 - [INFO] - [Epoch 64]: Training Loss: 0.0017894, Valid MRR: 0.40087, + + + +2023-05-12 06:06:14,912 - ice14ws_128 - [INFO] - [E:65| 0]: Train Loss:0.0017598, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:07:45,610 - ice14ws_128 - [INFO] - [E:65| 100]: Train Loss:0.0017751, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:09:29,323 - ice14ws_128 - [INFO] - [E:65| 200]: Train Loss:0.0017754, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:11:13,177 - ice14ws_128 - [INFO] - [E:65| 300]: Train Loss:0.0017768, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:12:56,302 - ice14ws_128 - [INFO] - [E:65| 400]: Train Loss:0.0017789, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:14:39,470 - ice14ws_128 - [INFO] - [E:65| 500]: Train Loss:0.0017803, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:16:10,492 - ice14ws_128 - [INFO] - [E:65| 600]: Train Loss:0.0017815, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:17:54,077 - ice14ws_128 - [INFO] - [E:65| 700]: Train Loss:0.0017825, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:19:37,232 - ice14ws_128 - [INFO] - [E:65| 800]: Train Loss:0.0017843, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:21:20,739 - ice14ws_128 - [INFO] - [E:65| 900]: Train Loss:0.0017853, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:22:33,721 - ice14ws_128 - [INFO] - [Epoch:65]: Training Loss:0.001786 + +2023-05-12 06:22:34,119 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 06:22:58,619 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 06:23:17,083 - ice14ws_128 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.42408, Head : 0.37519, Avg : 0.39963 + +2023-05-12 06:23:17,083 - ice14ws_128 - [INFO] - [Epoch 65]: Training Loss: 0.001786, Valid MRR: 0.40087, + + + +2023-05-12 06:23:17,735 - ice14ws_128 - [INFO] - [E:66| 0]: Train Loss:0.0018405, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:24:53,259 - ice14ws_128 - [INFO] - [E:66| 100]: Train Loss:0.0017772, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:26:37,054 - ice14ws_128 - [INFO] - [E:66| 200]: Train Loss:0.0017748, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:28:20,548 - ice14ws_128 - [INFO] - [E:66| 300]: Train Loss:0.0017762, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:30:03,636 - ice14ws_128 - [INFO] - [E:66| 400]: Train Loss:0.001778, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:31:41,083 - ice14ws_128 - [INFO] - [E:66| 500]: Train Loss:0.0017787, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:33:17,605 - ice14ws_128 - [INFO] - [E:66| 600]: Train Loss:0.0017796, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:35:00,403 - ice14ws_128 - [INFO] - [E:66| 700]: Train Loss:0.0017807, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:36:43,698 - ice14ws_128 - [INFO] - [E:66| 800]: Train Loss:0.0017812, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:38:28,795 - ice14ws_128 - [INFO] - [E:66| 900]: Train Loss:0.0017826, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:39:41,866 - ice14ws_128 - [INFO] - [Epoch:66]: Training Loss:0.001783 + +2023-05-12 06:39:42,127 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 06:40:03,857 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 06:40:17,583 - ice14ws_128 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.42499, Head : 0.37541, Avg : 0.4002 + +2023-05-12 06:40:17,584 - ice14ws_128 - [INFO] - [Epoch 66]: Training Loss: 0.0017833, Valid MRR: 0.40087, + + + +2023-05-12 06:40:18,235 - ice14ws_128 - [INFO] - [E:67| 0]: Train Loss:0.0017674, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:41:59,867 - ice14ws_128 - [INFO] - [E:67| 100]: Train Loss:0.0017746, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:43:42,844 - ice14ws_128 - [INFO] - [E:67| 200]: Train Loss:0.0017718, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:45:25,443 - ice14ws_128 - [INFO] - [E:67| 300]: Train Loss:0.0017724, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:47:08,966 - ice14ws_128 - [INFO] - [E:67| 400]: Train Loss:0.0017727, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:48:40,090 - ice14ws_128 - [INFO] - [E:67| 500]: Train Loss:0.0017739, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:50:23,089 - ice14ws_128 - [INFO] - [E:67| 600]: Train Loss:0.0017753, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:52:06,534 - ice14ws_128 - [INFO] - [E:67| 700]: Train Loss:0.0017765, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:53:49,575 - ice14ws_128 - [INFO] - [E:67| 800]: Train Loss:0.0017781, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:55:32,407 - ice14ws_128 - [INFO] - [E:67| 900]: Train Loss:0.0017793, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:56:42,259 - ice14ws_128 - [INFO] - [Epoch:67]: Training Loss:0.00178 + +2023-05-12 06:56:42,477 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 06:56:56,386 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 06:57:18,886 - ice14ws_128 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.42291, Head : 0.37403, Avg : 0.39847 + +2023-05-12 06:57:18,886 - ice14ws_128 - [INFO] - [Epoch 67]: Training Loss: 0.0017798, Valid MRR: 0.40087, + + + +2023-05-12 06:57:20,093 - ice14ws_128 - [INFO] - [E:68| 0]: Train Loss:0.001713, Val MRR:0.40087, ice14ws_128 +2023-05-12 06:59:03,423 - ice14ws_128 - [INFO] - [E:68| 100]: Train Loss:0.0017689, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:00:47,256 - ice14ws_128 - [INFO] - [E:68| 200]: Train Loss:0.0017689, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:02:30,629 - ice14ws_128 - [INFO] - [E:68| 300]: Train Loss:0.0017689, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:04:14,274 - ice14ws_128 - [INFO] - [E:68| 400]: Train Loss:0.0017701, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:05:46,138 - ice14ws_128 - [INFO] - [E:68| 500]: Train Loss:0.0017715, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:07:29,118 - ice14ws_128 - [INFO] - [E:68| 600]: Train Loss:0.0017722, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:09:11,726 - ice14ws_128 - [INFO] - [E:68| 700]: Train Loss:0.0017737, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:10:53,681 - ice14ws_128 - [INFO] - [E:68| 800]: Train Loss:0.0017752, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:12:36,112 - ice14ws_128 - [INFO] - [E:68| 900]: Train Loss:0.0017764, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:13:36,857 - ice14ws_128 - [INFO] - [Epoch:68]: Training Loss:0.001777 + +2023-05-12 07:13:37,368 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 07:14:00,989 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 07:14:24,026 - ice14ws_128 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.42407, Head : 0.3748, Avg : 0.39943 + +2023-05-12 07:14:24,027 - ice14ws_128 - [INFO] - [Epoch 68]: Training Loss: 0.0017773, Valid MRR: 0.40087, + + + +2023-05-12 07:14:25,229 - ice14ws_128 - [INFO] - [E:69| 0]: Train Loss:0.001775, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:16:08,332 - ice14ws_128 - [INFO] - [E:69| 100]: Train Loss:0.0017602, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:17:51,269 - ice14ws_128 - [INFO] - [E:69| 200]: Train Loss:0.0017627, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:19:33,718 - ice14ws_128 - [INFO] - [E:69| 300]: Train Loss:0.0017645, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:21:16,330 - ice14ws_128 - [INFO] - [E:69| 400]: Train Loss:0.0017656, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:22:47,670 - ice14ws_128 - [INFO] - [E:69| 500]: Train Loss:0.0017678, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:24:33,031 - ice14ws_128 - [INFO] - [E:69| 600]: Train Loss:0.0017691, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:26:15,557 - ice14ws_128 - [INFO] - [E:69| 700]: Train Loss:0.0017709, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:27:57,800 - ice14ws_128 - [INFO] - [E:69| 800]: Train Loss:0.0017717, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:29:40,737 - ice14ws_128 - [INFO] - [E:69| 900]: Train Loss:0.001773, Val MRR:0.40087, ice14ws_128 +2023-05-12 07:30:42,369 - ice14ws_128 - [INFO] - [Epoch:69]: Training Loss:0.001774 + +2023-05-12 07:30:42,847 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 07:31:06,570 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 07:31:30,065 - ice14ws_128 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.4274, Head : 0.37611, Avg : 0.40176 + MR: Tail : 390.9, Head : 406.5, Avg : 398.7 + Hit-1: Tail : 0.3214, Head : 0.26714, Avg : 0.29427 + Hit-3: Tail : 0.4872, Head : 0.42894, Avg : 0.45807 + Hit-10: Tail : 0.62775, Head : 0.58866, Avg : 0.6082 +2023-05-12 07:31:31,329 - ice14ws_128 - [INFO] - [Epoch 69]: Training Loss: 0.0017736, Valid MRR: 0.40176, + + + +2023-05-12 07:31:32,530 - ice14ws_128 - [INFO] - [E:70| 0]: Train Loss:0.0017538, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:33:14,166 - ice14ws_128 - [INFO] - [E:70| 100]: Train Loss:0.0017582, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:34:56,546 - ice14ws_128 - [INFO] - [E:70| 200]: Train Loss:0.0017593, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:36:38,937 - ice14ws_128 - [INFO] - [E:70| 300]: Train Loss:0.0017592, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:38:21,206 - ice14ws_128 - [INFO] - [E:70| 400]: Train Loss:0.0017631, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:39:53,225 - ice14ws_128 - [INFO] - [E:70| 500]: Train Loss:0.0017642, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:41:35,335 - ice14ws_128 - [INFO] - [E:70| 600]: Train Loss:0.0017652, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:43:17,506 - ice14ws_128 - [INFO] - [E:70| 700]: Train Loss:0.0017664, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:44:59,966 - ice14ws_128 - [INFO] - [E:70| 800]: Train Loss:0.0017676, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:46:40,876 - ice14ws_128 - [INFO] - [E:70| 900]: Train Loss:0.0017693, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:47:43,566 - ice14ws_128 - [INFO] - [Epoch:70]: Training Loss:0.00177 + +2023-05-12 07:47:43,866 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 07:48:07,290 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 07:48:30,554 - ice14ws_128 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.42649, Head : 0.3754, Avg : 0.40095 + +2023-05-12 07:48:30,554 - ice14ws_128 - [INFO] - [Epoch 70]: Training Loss: 0.0017699, Valid MRR: 0.40176, + + + +2023-05-12 07:48:31,667 - ice14ws_128 - [INFO] - [E:71| 0]: Train Loss:0.001764, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:50:13,990 - ice14ws_128 - [INFO] - [E:71| 100]: Train Loss:0.0017539, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:51:56,840 - ice14ws_128 - [INFO] - [E:71| 200]: Train Loss:0.0017584, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:53:39,239 - ice14ws_128 - [INFO] - [E:71| 300]: Train Loss:0.0017577, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:55:11,472 - ice14ws_128 - [INFO] - [E:71| 400]: Train Loss:0.0017582, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:56:52,407 - ice14ws_128 - [INFO] - [E:71| 500]: Train Loss:0.0017596, Val MRR:0.40176, ice14ws_128 +2023-05-12 07:58:34,576 - ice14ws_128 - [INFO] - [E:71| 600]: Train Loss:0.0017615, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:00:16,120 - ice14ws_128 - [INFO] - [E:71| 700]: Train Loss:0.0017626, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:01:58,276 - ice14ws_128 - [INFO] - [E:71| 800]: Train Loss:0.0017641, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:03:30,890 - ice14ws_128 - [INFO] - [E:71| 900]: Train Loss:0.0017653, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:04:42,597 - ice14ws_128 - [INFO] - [Epoch:71]: Training Loss:0.001766 + +2023-05-12 08:04:43,096 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 08:05:06,690 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 08:05:29,775 - ice14ws_128 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.42354, Head : 0.37333, Avg : 0.39843 + +2023-05-12 08:05:29,775 - ice14ws_128 - [INFO] - [Epoch 71]: Training Loss: 0.0017663, Valid MRR: 0.40176, + + + +2023-05-12 08:05:30,767 - ice14ws_128 - [INFO] - [E:72| 0]: Train Loss:0.0017774, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:07:13,591 - ice14ws_128 - [INFO] - [E:72| 100]: Train Loss:0.0017531, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:08:55,415 - ice14ws_128 - [INFO] - [E:72| 200]: Train Loss:0.0017515, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:10:39,595 - ice14ws_128 - [INFO] - [E:72| 300]: Train Loss:0.0017537, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:12:10,855 - ice14ws_128 - [INFO] - [E:72| 400]: Train Loss:0.0017557, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:13:52,949 - ice14ws_128 - [INFO] - [E:72| 500]: Train Loss:0.0017565, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:15:35,702 - ice14ws_128 - [INFO] - [E:72| 600]: Train Loss:0.001758, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:17:17,763 - ice14ws_128 - [INFO] - [E:72| 700]: Train Loss:0.0017595, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:18:59,967 - ice14ws_128 - [INFO] - [E:72| 800]: Train Loss:0.0017613, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:20:31,535 - ice14ws_128 - [INFO] - [E:72| 900]: Train Loss:0.001762, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:21:43,586 - ice14ws_128 - [INFO] - [Epoch:72]: Training Loss:0.001763 + +2023-05-12 08:21:43,847 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 08:22:07,308 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 08:22:30,414 - ice14ws_128 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.42431, Head : 0.37332, Avg : 0.39882 + +2023-05-12 08:22:30,414 - ice14ws_128 - [INFO] - [Epoch 72]: Training Loss: 0.0017626, Valid MRR: 0.40176, + + + +2023-05-12 08:22:31,434 - ice14ws_128 - [INFO] - [E:73| 0]: Train Loss:0.001727, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:24:14,252 - ice14ws_128 - [INFO] - [E:73| 100]: Train Loss:0.001753, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:25:56,636 - ice14ws_128 - [INFO] - [E:73| 200]: Train Loss:0.0017528, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:27:38,298 - ice14ws_128 - [INFO] - [E:73| 300]: Train Loss:0.0017521, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:29:10,112 - ice14ws_128 - [INFO] - [E:73| 400]: Train Loss:0.0017538, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:30:53,128 - ice14ws_128 - [INFO] - [E:73| 500]: Train Loss:0.0017547, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:32:36,036 - ice14ws_128 - [INFO] - [E:73| 600]: Train Loss:0.0017554, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:34:18,544 - ice14ws_128 - [INFO] - [E:73| 700]: Train Loss:0.0017559, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:36:01,130 - ice14ws_128 - [INFO] - [E:73| 800]: Train Loss:0.001757, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:37:32,206 - ice14ws_128 - [INFO] - [E:73| 900]: Train Loss:0.001759, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:38:44,195 - ice14ws_128 - [INFO] - [Epoch:73]: Training Loss:0.00176 + +2023-05-12 08:38:44,545 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 08:39:08,025 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 08:39:31,083 - ice14ws_128 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.42378, Head : 0.37477, Avg : 0.39928 + +2023-05-12 08:39:31,084 - ice14ws_128 - [INFO] - [Epoch 73]: Training Loss: 0.0017597, Valid MRR: 0.40176, + + + +2023-05-12 08:39:32,267 - ice14ws_128 - [INFO] - [E:74| 0]: Train Loss:0.0017009, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:41:14,616 - ice14ws_128 - [INFO] - [E:74| 100]: Train Loss:0.0017444, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:42:56,912 - ice14ws_128 - [INFO] - [E:74| 200]: Train Loss:0.0017456, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:44:39,663 - ice14ws_128 - [INFO] - [E:74| 300]: Train Loss:0.0017465, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:46:11,210 - ice14ws_128 - [INFO] - [E:74| 400]: Train Loss:0.0017483, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:47:53,974 - ice14ws_128 - [INFO] - [E:74| 500]: Train Loss:0.0017495, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:49:36,286 - ice14ws_128 - [INFO] - [E:74| 600]: Train Loss:0.0017508, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:51:19,214 - ice14ws_128 - [INFO] - [E:74| 700]: Train Loss:0.0017522, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:53:02,414 - ice14ws_128 - [INFO] - [E:74| 800]: Train Loss:0.0017533, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:54:33,853 - ice14ws_128 - [INFO] - [E:74| 900]: Train Loss:0.001755, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:55:45,848 - ice14ws_128 - [INFO] - [Epoch:74]: Training Loss:0.001756 + +2023-05-12 08:55:46,368 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 08:56:12,114 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 08:56:35,560 - ice14ws_128 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.42334, Head : 0.37336, Avg : 0.39835 + +2023-05-12 08:56:35,560 - ice14ws_128 - [INFO] - [Epoch 74]: Training Loss: 0.0017557, Valid MRR: 0.40176, + + + +2023-05-12 08:56:36,765 - ice14ws_128 - [INFO] - [E:75| 0]: Train Loss:0.0017516, Val MRR:0.40176, ice14ws_128 +2023-05-12 08:58:19,069 - ice14ws_128 - [INFO] - [E:75| 100]: Train Loss:0.0017404, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:00:00,996 - ice14ws_128 - [INFO] - [E:75| 200]: Train Loss:0.0017425, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:01:41,236 - ice14ws_128 - [INFO] - [E:75| 300]: Train Loss:0.0017443, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:03:14,897 - ice14ws_128 - [INFO] - [E:75| 400]: Train Loss:0.0017459, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:04:56,874 - ice14ws_128 - [INFO] - [E:75| 500]: Train Loss:0.0017476, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:06:39,704 - ice14ws_128 - [INFO] - [E:75| 600]: Train Loss:0.0017486, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:08:21,917 - ice14ws_128 - [INFO] - [E:75| 700]: Train Loss:0.0017495, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:10:02,130 - ice14ws_128 - [INFO] - [E:75| 800]: Train Loss:0.0017503, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:11:36,535 - ice14ws_128 - [INFO] - [E:75| 900]: Train Loss:0.0017515, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:12:48,351 - ice14ws_128 - [INFO] - [Epoch:75]: Training Loss:0.001752 + +2023-05-12 09:12:48,832 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 09:13:12,159 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 09:13:35,190 - ice14ws_128 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.42254, Head : 0.37176, Avg : 0.39715 + +2023-05-12 09:13:35,190 - ice14ws_128 - [INFO] - [Epoch 75]: Training Loss: 0.0017523, Valid MRR: 0.40176, + + + +2023-05-12 09:13:36,342 - ice14ws_128 - [INFO] - [E:76| 0]: Train Loss:0.0017306, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:15:18,435 - ice14ws_128 - [INFO] - [E:76| 100]: Train Loss:0.0017336, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:17:00,120 - ice14ws_128 - [INFO] - [E:76| 200]: Train Loss:0.0017341, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:18:32,557 - ice14ws_128 - [INFO] - [E:76| 300]: Train Loss:0.0017377, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:20:13,622 - ice14ws_128 - [INFO] - [E:76| 400]: Train Loss:0.0017402, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:21:55,652 - ice14ws_128 - [INFO] - [E:76| 500]: Train Loss:0.0017419, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:23:37,879 - ice14ws_128 - [INFO] - [E:76| 600]: Train Loss:0.001744, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:25:21,214 - ice14ws_128 - [INFO] - [E:76| 700]: Train Loss:0.0017453, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:26:53,459 - ice14ws_128 - [INFO] - [E:76| 800]: Train Loss:0.0017466, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:28:34,881 - ice14ws_128 - [INFO] - [E:76| 900]: Train Loss:0.001748, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:29:47,302 - ice14ws_128 - [INFO] - [Epoch:76]: Training Loss:0.001749 + +2023-05-12 09:29:47,698 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 09:30:11,538 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 09:30:34,834 - ice14ws_128 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.42283, Head : 0.37404, Avg : 0.39844 + +2023-05-12 09:30:34,834 - ice14ws_128 - [INFO] - [Epoch 76]: Training Loss: 0.001749, Valid MRR: 0.40176, + + + +2023-05-12 09:30:36,031 - ice14ws_128 - [INFO] - [E:77| 0]: Train Loss:0.0016932, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:32:18,172 - ice14ws_128 - [INFO] - [E:77| 100]: Train Loss:0.0017332, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:34:00,744 - ice14ws_128 - [INFO] - [E:77| 200]: Train Loss:0.0017351, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:35:32,674 - ice14ws_128 - [INFO] - [E:77| 300]: Train Loss:0.0017371, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:37:15,888 - ice14ws_128 - [INFO] - [E:77| 400]: Train Loss:0.0017383, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:38:57,809 - ice14ws_128 - [INFO] - [E:77| 500]: Train Loss:0.0017393, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:40:40,774 - ice14ws_128 - [INFO] - [E:77| 600]: Train Loss:0.001741, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:42:25,597 - ice14ws_128 - [INFO] - [E:77| 700]: Train Loss:0.0017432, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:43:57,219 - ice14ws_128 - [INFO] - [E:77| 800]: Train Loss:0.0017445, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:45:39,354 - ice14ws_128 - [INFO] - [E:77| 900]: Train Loss:0.0017452, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:46:51,152 - ice14ws_128 - [INFO] - [Epoch:77]: Training Loss:0.001746 + +2023-05-12 09:46:51,549 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 09:47:14,894 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 09:47:37,990 - ice14ws_128 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.42037, Head : 0.37317, Avg : 0.39677 + +2023-05-12 09:47:37,990 - ice14ws_128 - [INFO] - [Epoch 77]: Training Loss: 0.0017461, Valid MRR: 0.40176, + + + +2023-05-12 09:47:39,064 - ice14ws_128 - [INFO] - [E:78| 0]: Train Loss:0.0017438, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:49:21,248 - ice14ws_128 - [INFO] - [E:78| 100]: Train Loss:0.0017301, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:51:03,933 - ice14ws_128 - [INFO] - [E:78| 200]: Train Loss:0.0017311, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:52:35,933 - ice14ws_128 - [INFO] - [E:78| 300]: Train Loss:0.0017347, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:54:18,099 - ice14ws_128 - [INFO] - [E:78| 400]: Train Loss:0.0017362, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:56:00,717 - ice14ws_128 - [INFO] - [E:78| 500]: Train Loss:0.001738, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:57:43,040 - ice14ws_128 - [INFO] - [E:78| 600]: Train Loss:0.0017383, Val MRR:0.40176, ice14ws_128 +2023-05-12 09:59:25,515 - ice14ws_128 - [INFO] - [E:78| 700]: Train Loss:0.0017391, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:00:57,148 - ice14ws_128 - [INFO] - [E:78| 800]: Train Loss:0.0017408, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:02:38,444 - ice14ws_128 - [INFO] - [E:78| 900]: Train Loss:0.0017421, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:03:49,841 - ice14ws_128 - [INFO] - [Epoch:78]: Training Loss:0.001743 + +2023-05-12 10:03:50,141 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 10:04:13,693 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 10:04:36,860 - ice14ws_128 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.42377, Head : 0.37429, Avg : 0.39903 + +2023-05-12 10:04:36,860 - ice14ws_128 - [INFO] - [Epoch 78]: Training Loss: 0.0017429, Valid MRR: 0.40176, + + + +2023-05-12 10:04:38,052 - ice14ws_128 - [INFO] - [E:79| 0]: Train Loss:0.0017173, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:06:20,171 - ice14ws_128 - [INFO] - [E:79| 100]: Train Loss:0.0017276, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:08:02,213 - ice14ws_128 - [INFO] - [E:79| 200]: Train Loss:0.0017292, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:09:33,918 - ice14ws_128 - [INFO] - [E:79| 300]: Train Loss:0.0017315, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:11:16,563 - ice14ws_128 - [INFO] - [E:79| 400]: Train Loss:0.0017336, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:12:58,943 - ice14ws_128 - [INFO] - [E:79| 500]: Train Loss:0.0017352, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:14:41,164 - ice14ws_128 - [INFO] - [E:79| 600]: Train Loss:0.0017362, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:16:23,644 - ice14ws_128 - [INFO] - [E:79| 700]: Train Loss:0.0017369, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:17:54,881 - ice14ws_128 - [INFO] - [E:79| 800]: Train Loss:0.0017379, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:19:37,716 - ice14ws_128 - [INFO] - [E:79| 900]: Train Loss:0.0017388, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:20:50,058 - ice14ws_128 - [INFO] - [Epoch:79]: Training Loss:0.00174 + +2023-05-12 10:20:50,452 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 10:21:13,934 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 10:21:37,187 - ice14ws_128 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.42066, Head : 0.36749, Avg : 0.39408 + MR: Tail : 456.4, Head : 458.65, Avg : 457.52 + Hit-1: Tail : 0.31824, Head : 0.2612, Avg : 0.28972 + Hit-3: Tail : 0.47239, Head : 0.41571, Avg : 0.44405 + Hit-10: Tail : 0.61828, Head : 0.5764, Avg : 0.59734 +2023-05-12 10:21:37,188 - ice14ws_128 - [INFO] - [Epoch 79]: Training Loss: 0.0017397, Valid MRR: 0.40176, + + + +2023-05-12 10:21:38,314 - ice14ws_128 - [INFO] - [E:80| 0]: Train Loss:0.0017178, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:23:20,478 - ice14ws_128 - [INFO] - [E:80| 100]: Train Loss:0.0017249, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:24:58,569 - ice14ws_128 - [INFO] - [E:80| 200]: Train Loss:0.0017277, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:26:34,817 - ice14ws_128 - [INFO] - [E:80| 300]: Train Loss:0.0017293, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:28:20,206 - ice14ws_128 - [INFO] - [E:80| 400]: Train Loss:0.0017291, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:30:02,520 - ice14ws_128 - [INFO] - [E:80| 500]: Train Loss:0.0017302, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:31:44,883 - ice14ws_128 - [INFO] - [E:80| 600]: Train Loss:0.0017322, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:33:23,909 - ice14ws_128 - [INFO] - [E:80| 700]: Train Loss:0.001733, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:34:58,076 - ice14ws_128 - [INFO] - [E:80| 800]: Train Loss:0.0017341, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:36:40,538 - ice14ws_128 - [INFO] - [E:80| 900]: Train Loss:0.0017355, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:37:52,821 - ice14ws_128 - [INFO] - [Epoch:80]: Training Loss:0.001737 + +2023-05-12 10:37:53,217 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 10:38:16,870 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 10:38:40,036 - ice14ws_128 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.42303, Head : 0.37212, Avg : 0.39758 + +2023-05-12 10:38:40,036 - ice14ws_128 - [INFO] - [Epoch 80]: Training Loss: 0.0017367, Valid MRR: 0.40176, + + + +2023-05-12 10:38:41,226 - ice14ws_128 - [INFO] - [E:81| 0]: Train Loss:0.0016912, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:40:23,309 - ice14ws_128 - [INFO] - [E:81| 100]: Train Loss:0.001723, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:41:54,319 - ice14ws_128 - [INFO] - [E:81| 200]: Train Loss:0.0017249, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:43:36,862 - ice14ws_128 - [INFO] - [E:81| 300]: Train Loss:0.001726, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:45:19,708 - ice14ws_128 - [INFO] - [E:81| 400]: Train Loss:0.0017278, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:47:02,303 - ice14ws_128 - [INFO] - [E:81| 500]: Train Loss:0.0017284, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:48:44,987 - ice14ws_128 - [INFO] - [E:81| 600]: Train Loss:0.0017301, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:50:16,231 - ice14ws_128 - [INFO] - [E:81| 700]: Train Loss:0.0017309, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:51:58,586 - ice14ws_128 - [INFO] - [E:81| 800]: Train Loss:0.0017322, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:53:41,191 - ice14ws_128 - [INFO] - [E:81| 900]: Train Loss:0.0017331, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:54:53,425 - ice14ws_128 - [INFO] - [Epoch:81]: Training Loss:0.001734 + +2023-05-12 10:54:53,687 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 10:55:17,404 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 10:55:41,084 - ice14ws_128 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.42248, Head : 0.37181, Avg : 0.39715 + +2023-05-12 10:55:41,084 - ice14ws_128 - [INFO] - [Epoch 81]: Training Loss: 0.001734, Valid MRR: 0.40176, + + + +2023-05-12 10:55:42,222 - ice14ws_128 - [INFO] - [E:82| 0]: Train Loss:0.001673, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:57:24,310 - ice14ws_128 - [INFO] - [E:82| 100]: Train Loss:0.0017184, Val MRR:0.40176, ice14ws_128 +2023-05-12 10:58:55,654 - ice14ws_128 - [INFO] - [E:82| 200]: Train Loss:0.0017189, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:00:38,515 - ice14ws_128 - [INFO] - [E:82| 300]: Train Loss:0.0017214, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:02:20,992 - ice14ws_128 - [INFO] - [E:82| 400]: Train Loss:0.0017233, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:04:03,030 - ice14ws_128 - [INFO] - [E:82| 500]: Train Loss:0.0017245, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:05:44,622 - ice14ws_128 - [INFO] - [E:82| 600]: Train Loss:0.001726, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:07:16,187 - ice14ws_128 - [INFO] - [E:82| 700]: Train Loss:0.0017278, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:08:58,367 - ice14ws_128 - [INFO] - [E:82| 800]: Train Loss:0.0017288, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:10:40,979 - ice14ws_128 - [INFO] - [E:82| 900]: Train Loss:0.0017299, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:11:52,754 - ice14ws_128 - [INFO] - [Epoch:82]: Training Loss:0.001731 + +2023-05-12 11:11:53,015 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 11:12:16,376 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 11:12:39,434 - ice14ws_128 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.41994, Head : 0.37222, Avg : 0.39608 + +2023-05-12 11:12:39,434 - ice14ws_128 - [INFO] - [Epoch 82]: Training Loss: 0.0017307, Valid MRR: 0.40176, + + + +2023-05-12 11:12:40,210 - ice14ws_128 - [INFO] - [E:83| 0]: Train Loss:0.001701, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:14:24,531 - ice14ws_128 - [INFO] - [E:83| 100]: Train Loss:0.0017206, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:15:56,393 - ice14ws_128 - [INFO] - [E:83| 200]: Train Loss:0.001718, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:17:39,067 - ice14ws_128 - [INFO] - [E:83| 300]: Train Loss:0.0017206, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:19:21,383 - ice14ws_128 - [INFO] - [E:83| 400]: Train Loss:0.0017216, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:21:03,416 - ice14ws_128 - [INFO] - [E:83| 500]: Train Loss:0.0017219, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:22:45,281 - ice14ws_128 - [INFO] - [E:83| 600]: Train Loss:0.0017237, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:24:27,352 - ice14ws_128 - [INFO] - [E:83| 700]: Train Loss:0.0017252, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:26:17,029 - ice14ws_128 - [INFO] - [E:83| 800]: Train Loss:0.0017264, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:27:59,256 - ice14ws_128 - [INFO] - [E:83| 900]: Train Loss:0.0017275, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:29:11,496 - ice14ws_128 - [INFO] - [Epoch:83]: Training Loss:0.001728 + +2023-05-12 11:29:11,846 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 11:29:35,421 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 11:29:58,808 - ice14ws_128 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.4208, Head : 0.3709, Avg : 0.39585 + +2023-05-12 11:29:58,808 - ice14ws_128 - [INFO] - [Epoch 83]: Training Loss: 0.001728, Valid MRR: 0.40176, + + + +2023-05-12 11:29:59,991 - ice14ws_128 - [INFO] - [E:84| 0]: Train Loss:0.0016918, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:31:41,581 - ice14ws_128 - [INFO] - [E:84| 100]: Train Loss:0.0017185, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:33:13,509 - ice14ws_128 - [INFO] - [E:84| 200]: Train Loss:0.0017198, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:34:55,899 - ice14ws_128 - [INFO] - [E:84| 300]: Train Loss:0.0017197, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:36:38,537 - ice14ws_128 - [INFO] - [E:84| 400]: Train Loss:0.00172, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:38:20,762 - ice14ws_128 - [INFO] - [E:84| 500]: Train Loss:0.0017211, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:40:03,491 - ice14ws_128 - [INFO] - [E:84| 600]: Train Loss:0.0017224, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:41:34,874 - ice14ws_128 - [INFO] - [E:84| 700]: Train Loss:0.0017234, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:43:17,386 - ice14ws_128 - [INFO] - [E:84| 800]: Train Loss:0.0017235, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:44:59,810 - ice14ws_128 - [INFO] - [E:84| 900]: Train Loss:0.0017246, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:46:11,760 - ice14ws_128 - [INFO] - [Epoch:84]: Training Loss:0.001726 + +2023-05-12 11:46:12,022 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 11:46:36,148 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 11:47:03,154 - ice14ws_128 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.42245, Head : 0.37139, Avg : 0.39692 + +2023-05-12 11:47:03,154 - ice14ws_128 - [INFO] - [Epoch 84]: Training Loss: 0.0017256, Valid MRR: 0.40176, + + + +2023-05-12 11:47:04,360 - ice14ws_128 - [INFO] - [E:85| 0]: Train Loss:0.0016946, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:48:50,842 - ice14ws_128 - [INFO] - [E:85| 100]: Train Loss:0.0017191, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:50:22,154 - ice14ws_128 - [INFO] - [E:85| 200]: Train Loss:0.0017164, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:52:04,265 - ice14ws_128 - [INFO] - [E:85| 300]: Train Loss:0.0017167, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:53:46,702 - ice14ws_128 - [INFO] - [E:85| 400]: Train Loss:0.001717, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:55:28,744 - ice14ws_128 - [INFO] - [E:85| 500]: Train Loss:0.0017179, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:57:10,867 - ice14ws_128 - [INFO] - [E:85| 600]: Train Loss:0.0017192, Val MRR:0.40176, ice14ws_128 +2023-05-12 11:58:42,126 - ice14ws_128 - [INFO] - [E:85| 700]: Train Loss:0.0017206, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:00:25,123 - ice14ws_128 - [INFO] - [E:85| 800]: Train Loss:0.0017214, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:02:10,059 - ice14ws_128 - [INFO] - [E:85| 900]: Train Loss:0.0017224, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:03:21,973 - ice14ws_128 - [INFO] - [Epoch:85]: Training Loss:0.001723 + +2023-05-12 12:03:22,498 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 12:03:45,478 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 12:04:08,340 - ice14ws_128 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.42343, Head : 0.3733, Avg : 0.39837 + +2023-05-12 12:04:08,340 - ice14ws_128 - [INFO] - [Epoch 85]: Training Loss: 0.0017231, Valid MRR: 0.40176, + + + +2023-05-12 12:04:09,549 - ice14ws_128 - [INFO] - [E:86| 0]: Train Loss:0.001736, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:05:51,707 - ice14ws_128 - [INFO] - [E:86| 100]: Train Loss:0.0017094, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:07:23,565 - ice14ws_128 - [INFO] - [E:86| 200]: Train Loss:0.0017102, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:09:05,419 - ice14ws_128 - [INFO] - [E:86| 300]: Train Loss:0.0017125, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:10:47,668 - ice14ws_128 - [INFO] - [E:86| 400]: Train Loss:0.0017134, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:12:29,888 - ice14ws_128 - [INFO] - [E:86| 500]: Train Loss:0.0017149, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:14:11,379 - ice14ws_128 - [INFO] - [E:86| 600]: Train Loss:0.0017161, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:15:42,681 - ice14ws_128 - [INFO] - [E:86| 700]: Train Loss:0.0017173, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:17:24,877 - ice14ws_128 - [INFO] - [E:86| 800]: Train Loss:0.0017179, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:19:06,564 - ice14ws_128 - [INFO] - [E:86| 900]: Train Loss:0.0017192, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:20:18,858 - ice14ws_128 - [INFO] - [Epoch:86]: Training Loss:0.00172 + +2023-05-12 12:20:19,269 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 12:20:42,705 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 12:21:05,546 - ice14ws_128 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.42379, Head : 0.3699, Avg : 0.39684 + +2023-05-12 12:21:05,547 - ice14ws_128 - [INFO] - [Epoch 86]: Training Loss: 0.0017201, Valid MRR: 0.40176, + + + +2023-05-12 12:21:06,645 - ice14ws_128 - [INFO] - [E:87| 0]: Train Loss:0.0016908, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:22:48,248 - ice14ws_128 - [INFO] - [E:87| 100]: Train Loss:0.0017054, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:24:18,760 - ice14ws_128 - [INFO] - [E:87| 200]: Train Loss:0.001709, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:26:00,779 - ice14ws_128 - [INFO] - [E:87| 300]: Train Loss:0.0017101, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:27:43,606 - ice14ws_128 - [INFO] - [E:87| 400]: Train Loss:0.0017103, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:29:26,275 - ice14ws_128 - [INFO] - [E:87| 500]: Train Loss:0.0017119, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:31:09,185 - ice14ws_128 - [INFO] - [E:87| 600]: Train Loss:0.0017127, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:32:40,617 - ice14ws_128 - [INFO] - [E:87| 700]: Train Loss:0.0017134, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:34:23,412 - ice14ws_128 - [INFO] - [E:87| 800]: Train Loss:0.0017151, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:36:05,806 - ice14ws_128 - [INFO] - [E:87| 900]: Train Loss:0.0017165, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:37:17,955 - ice14ws_128 - [INFO] - [Epoch:87]: Training Loss:0.001717 + +2023-05-12 12:37:18,299 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 12:37:42,111 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 12:38:05,408 - ice14ws_128 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.42303, Head : 0.37059, Avg : 0.39681 + +2023-05-12 12:38:05,408 - ice14ws_128 - [INFO] - [Epoch 87]: Training Loss: 0.0017174, Valid MRR: 0.40176, + + + +2023-05-12 12:38:06,536 - ice14ws_128 - [INFO] - [E:88| 0]: Train Loss:0.0017325, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:39:49,150 - ice14ws_128 - [INFO] - [E:88| 100]: Train Loss:0.0017034, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:41:20,678 - ice14ws_128 - [INFO] - [E:88| 200]: Train Loss:0.0017057, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:43:03,204 - ice14ws_128 - [INFO] - [E:88| 300]: Train Loss:0.0017071, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:44:46,702 - ice14ws_128 - [INFO] - [E:88| 400]: Train Loss:0.001708, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:46:29,830 - ice14ws_128 - [INFO] - [E:88| 500]: Train Loss:0.0017095, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:48:14,972 - ice14ws_128 - [INFO] - [E:88| 600]: Train Loss:0.0017109, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:49:46,354 - ice14ws_128 - [INFO] - [E:88| 700]: Train Loss:0.0017121, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:51:28,638 - ice14ws_128 - [INFO] - [E:88| 800]: Train Loss:0.0017128, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:53:10,390 - ice14ws_128 - [INFO] - [E:88| 900]: Train Loss:0.0017141, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:54:21,951 - ice14ws_128 - [INFO] - [Epoch:88]: Training Loss:0.001715 + +2023-05-12 12:54:22,261 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 12:54:45,705 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 12:55:08,966 - ice14ws_128 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.42066, Head : 0.36829, Avg : 0.39447 + +2023-05-12 12:55:08,966 - ice14ws_128 - [INFO] - [Epoch 88]: Training Loss: 0.0017148, Valid MRR: 0.40176, + + + +2023-05-12 12:55:10,162 - ice14ws_128 - [INFO] - [E:89| 0]: Train Loss:0.0016967, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:56:48,062 - ice14ws_128 - [INFO] - [E:89| 100]: Train Loss:0.0017042, Val MRR:0.40176, ice14ws_128 +2023-05-12 12:58:23,622 - ice14ws_128 - [INFO] - [E:89| 200]: Train Loss:0.0017048, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:00:05,088 - ice14ws_128 - [INFO] - [E:89| 300]: Train Loss:0.0017051, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:01:46,822 - ice14ws_128 - [INFO] - [E:89| 400]: Train Loss:0.0017057, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:03:28,629 - ice14ws_128 - [INFO] - [E:89| 500]: Train Loss:0.0017079, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:05:06,245 - ice14ws_128 - [INFO] - [E:89| 600]: Train Loss:0.0017088, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:06:41,361 - ice14ws_128 - [INFO] - [E:89| 700]: Train Loss:0.0017099, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:08:24,272 - ice14ws_128 - [INFO] - [E:89| 800]: Train Loss:0.0017109, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:10:06,986 - ice14ws_128 - [INFO] - [E:89| 900]: Train Loss:0.0017116, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:11:18,881 - ice14ws_128 - [INFO] - [Epoch:89]: Training Loss:0.001713 + +2023-05-12 13:11:19,143 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 13:11:42,487 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 13:12:05,656 - ice14ws_128 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.42066, Head : 0.37168, Avg : 0.39617 + MR: Tail : 471.91, Head : 472.51, Avg : 472.21 + Hit-1: Tail : 0.31703, Head : 0.2669, Avg : 0.29197 + Hit-3: Tail : 0.47773, Head : 0.42262, Avg : 0.45018 + Hit-10: Tail : 0.61937, Head : 0.57628, Avg : 0.59783 +2023-05-12 13:12:05,656 - ice14ws_128 - [INFO] - [Epoch 89]: Training Loss: 0.0017126, Valid MRR: 0.40176, + + + +2023-05-12 13:12:06,846 - ice14ws_128 - [INFO] - [E:90| 0]: Train Loss:0.0016848, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:13:38,321 - ice14ws_128 - [INFO] - [E:90| 100]: Train Loss:0.0017011, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:15:19,709 - ice14ws_128 - [INFO] - [E:90| 200]: Train Loss:0.0017014, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:17:02,045 - ice14ws_128 - [INFO] - [E:90| 300]: Train Loss:0.0017042, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:18:44,546 - ice14ws_128 - [INFO] - [E:90| 400]: Train Loss:0.001705, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:20:26,412 - ice14ws_128 - [INFO] - [E:90| 500]: Train Loss:0.0017064, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:21:57,917 - ice14ws_128 - [INFO] - [E:90| 600]: Train Loss:0.0017075, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:23:39,904 - ice14ws_128 - [INFO] - [E:90| 700]: Train Loss:0.0017077, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:25:22,459 - ice14ws_128 - [INFO] - [E:90| 800]: Train Loss:0.001708, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:27:04,612 - ice14ws_128 - [INFO] - [E:90| 900]: Train Loss:0.0017087, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:28:16,671 - ice14ws_128 - [INFO] - [Epoch:90]: Training Loss:0.00171 + +2023-05-12 13:28:17,068 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 13:28:40,808 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 13:29:03,828 - ice14ws_128 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.42329, Head : 0.37108, Avg : 0.39719 + +2023-05-12 13:29:03,828 - ice14ws_128 - [INFO] - [Epoch 90]: Training Loss: 0.0017099, Valid MRR: 0.40176, + + + +2023-05-12 13:29:05,022 - ice14ws_128 - [INFO] - [E:91| 0]: Train Loss:0.0016654, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:30:36,414 - ice14ws_128 - [INFO] - [E:91| 100]: Train Loss:0.001697, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:32:19,783 - ice14ws_128 - [INFO] - [E:91| 200]: Train Loss:0.0016972, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:34:05,627 - ice14ws_128 - [INFO] - [E:91| 300]: Train Loss:0.001699, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:35:47,508 - ice14ws_128 - [INFO] - [E:91| 400]: Train Loss:0.0017004, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:37:30,775 - ice14ws_128 - [INFO] - [E:91| 500]: Train Loss:0.0017025, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:39:02,790 - ice14ws_128 - [INFO] - [E:91| 600]: Train Loss:0.0017038, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:40:44,838 - ice14ws_128 - [INFO] - [E:91| 700]: Train Loss:0.0017051, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:42:26,823 - ice14ws_128 - [INFO] - [E:91| 800]: Train Loss:0.0017061, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:44:08,389 - ice14ws_128 - [INFO] - [E:91| 900]: Train Loss:0.001707, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:45:20,365 - ice14ws_128 - [INFO] - [Epoch:91]: Training Loss:0.001708 + +2023-05-12 13:45:20,759 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 13:45:43,996 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 13:46:06,895 - ice14ws_128 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.42183, Head : 0.36731, Avg : 0.39457 + +2023-05-12 13:46:06,895 - ice14ws_128 - [INFO] - [Epoch 91]: Training Loss: 0.0017078, Valid MRR: 0.40176, + + + +2023-05-12 13:46:07,916 - ice14ws_128 - [INFO] - [E:92| 0]: Train Loss:0.0016827, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:47:39,471 - ice14ws_128 - [INFO] - [E:92| 100]: Train Loss:0.0016899, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:49:22,016 - ice14ws_128 - [INFO] - [E:92| 200]: Train Loss:0.0016959, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:51:04,428 - ice14ws_128 - [INFO] - [E:92| 300]: Train Loss:0.0016975, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:52:46,868 - ice14ws_128 - [INFO] - [E:92| 400]: Train Loss:0.0016979, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:54:28,492 - ice14ws_128 - [INFO] - [E:92| 500]: Train Loss:0.0016991, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:56:00,056 - ice14ws_128 - [INFO] - [E:92| 600]: Train Loss:0.0017005, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:57:42,135 - ice14ws_128 - [INFO] - [E:92| 700]: Train Loss:0.0017018, Val MRR:0.40176, ice14ws_128 +2023-05-12 13:59:23,576 - ice14ws_128 - [INFO] - [E:92| 800]: Train Loss:0.0017027, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:01:06,058 - ice14ws_128 - [INFO] - [E:92| 900]: Train Loss:0.0017039, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:02:18,151 - ice14ws_128 - [INFO] - [Epoch:92]: Training Loss:0.001705 + +2023-05-12 14:02:18,480 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 14:02:41,779 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 14:03:04,998 - ice14ws_128 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.41648, Head : 0.36964, Avg : 0.39306 + +2023-05-12 14:03:04,998 - ice14ws_128 - [INFO] - [Epoch 92]: Training Loss: 0.0017052, Valid MRR: 0.40176, + + + +2023-05-12 14:03:06,096 - ice14ws_128 - [INFO] - [E:93| 0]: Train Loss:0.0016947, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:04:36,969 - ice14ws_128 - [INFO] - [E:93| 100]: Train Loss:0.0016917, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:06:18,587 - ice14ws_128 - [INFO] - [E:93| 200]: Train Loss:0.0016912, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:08:00,246 - ice14ws_128 - [INFO] - [E:93| 300]: Train Loss:0.001693, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:09:42,923 - ice14ws_128 - [INFO] - [E:93| 400]: Train Loss:0.001695, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:11:25,083 - ice14ws_128 - [INFO] - [E:93| 500]: Train Loss:0.0016965, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:12:56,715 - ice14ws_128 - [INFO] - [E:93| 600]: Train Loss:0.0016984, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:14:39,717 - ice14ws_128 - [INFO] - [E:93| 700]: Train Loss:0.0016994, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:16:22,571 - ice14ws_128 - [INFO] - [E:93| 800]: Train Loss:0.0017006, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:18:04,493 - ice14ws_128 - [INFO] - [E:93| 900]: Train Loss:0.0017018, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:19:15,699 - ice14ws_128 - [INFO] - [Epoch:93]: Training Loss:0.001702 + +2023-05-12 14:19:16,093 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 14:19:39,477 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 14:20:03,426 - ice14ws_128 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.42119, Head : 0.37029, Avg : 0.39574 + +2023-05-12 14:20:03,427 - ice14ws_128 - [INFO] - [Epoch 93]: Training Loss: 0.0017023, Valid MRR: 0.40176, + + + +2023-05-12 14:20:04,078 - ice14ws_128 - [INFO] - [E:94| 0]: Train Loss:0.0017089, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:21:38,313 - ice14ws_128 - [INFO] - [E:94| 100]: Train Loss:0.0016908, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:23:21,355 - ice14ws_128 - [INFO] - [E:94| 200]: Train Loss:0.0016909, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:25:04,464 - ice14ws_128 - [INFO] - [E:94| 300]: Train Loss:0.0016926, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:26:46,555 - ice14ws_128 - [INFO] - [E:94| 400]: Train Loss:0.0016938, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:28:24,985 - ice14ws_128 - [INFO] - [E:94| 500]: Train Loss:0.0016937, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:30:00,551 - ice14ws_128 - [INFO] - [E:94| 600]: Train Loss:0.001695, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:31:42,750 - ice14ws_128 - [INFO] - [E:94| 700]: Train Loss:0.0016967, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:33:24,717 - ice14ws_128 - [INFO] - [E:94| 800]: Train Loss:0.0016981, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:35:06,931 - ice14ws_128 - [INFO] - [E:94| 900]: Train Loss:0.0016995, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:36:19,239 - ice14ws_128 - [INFO] - [Epoch:94]: Training Loss:0.0017 + +2023-05-12 14:36:19,500 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 14:36:41,058 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 14:36:54,759 - ice14ws_128 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.4189, Head : 0.36944, Avg : 0.39417 + +2023-05-12 14:36:54,759 - ice14ws_128 - [INFO] - [Epoch 94]: Training Loss: 0.0017004, Valid MRR: 0.40176, + + + +2023-05-12 14:36:55,416 - ice14ws_128 - [INFO] - [E:95| 0]: Train Loss:0.0016964, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:38:37,534 - ice14ws_128 - [INFO] - [E:95| 100]: Train Loss:0.0016902, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:40:19,458 - ice14ws_128 - [INFO] - [E:95| 200]: Train Loss:0.0016897, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:42:01,919 - ice14ws_128 - [INFO] - [E:95| 300]: Train Loss:0.0016905, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:43:44,339 - ice14ws_128 - [INFO] - [E:95| 400]: Train Loss:0.0016916, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:45:15,122 - ice14ws_128 - [INFO] - [E:95| 500]: Train Loss:0.0016927, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:46:57,192 - ice14ws_128 - [INFO] - [E:95| 600]: Train Loss:0.0016941, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:48:39,267 - ice14ws_128 - [INFO] - [E:95| 700]: Train Loss:0.0016944, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:50:21,463 - ice14ws_128 - [INFO] - [E:95| 800]: Train Loss:0.0016955, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:52:04,101 - ice14ws_128 - [INFO] - [E:95| 900]: Train Loss:0.0016967, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:53:15,182 - ice14ws_128 - [INFO] - [Epoch:95]: Training Loss:0.001698 + +2023-05-12 14:53:15,407 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 14:53:29,323 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 14:53:49,735 - ice14ws_128 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.41761, Head : 0.36834, Avg : 0.39297 + +2023-05-12 14:53:49,735 - ice14ws_128 - [INFO] - [Epoch 95]: Training Loss: 0.0016975, Valid MRR: 0.40176, + + + +2023-05-12 14:53:50,844 - ice14ws_128 - [INFO] - [E:96| 0]: Train Loss:0.0017212, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:55:33,102 - ice14ws_128 - [INFO] - [E:96| 100]: Train Loss:0.0016858, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:57:15,470 - ice14ws_128 - [INFO] - [E:96| 200]: Train Loss:0.0016867, Val MRR:0.40176, ice14ws_128 +2023-05-12 14:58:57,327 - ice14ws_128 - [INFO] - [E:96| 300]: Train Loss:0.0016882, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:00:40,078 - ice14ws_128 - [INFO] - [E:96| 400]: Train Loss:0.0016891, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:02:11,213 - ice14ws_128 - [INFO] - [E:96| 500]: Train Loss:0.0016908, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:03:53,684 - ice14ws_128 - [INFO] - [E:96| 600]: Train Loss:0.0016912, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:05:35,379 - ice14ws_128 - [INFO] - [E:96| 700]: Train Loss:0.0016924, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:07:20,179 - ice14ws_128 - [INFO] - [E:96| 800]: Train Loss:0.0016935, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:09:02,763 - ice14ws_128 - [INFO] - [E:96| 900]: Train Loss:0.0016944, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:10:09,990 - ice14ws_128 - [INFO] - [Epoch:96]: Training Loss:0.001695 + +2023-05-12 15:10:10,214 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 15:10:26,855 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 15:10:50,108 - ice14ws_128 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.41914, Head : 0.36884, Avg : 0.39399 + +2023-05-12 15:10:50,108 - ice14ws_128 - [INFO] - [Epoch 96]: Training Loss: 0.0016953, Valid MRR: 0.40176, + + + +2023-05-12 15:10:51,290 - ice14ws_128 - [INFO] - [E:97| 0]: Train Loss:0.0016847, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:12:33,577 - ice14ws_128 - [INFO] - [E:97| 100]: Train Loss:0.0016826, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:14:16,181 - ice14ws_128 - [INFO] - [E:97| 200]: Train Loss:0.0016836, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:15:58,821 - ice14ws_128 - [INFO] - [E:97| 300]: Train Loss:0.0016853, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:17:41,395 - ice14ws_128 - [INFO] - [E:97| 400]: Train Loss:0.001686, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:19:12,370 - ice14ws_128 - [INFO] - [E:97| 500]: Train Loss:0.0016878, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:20:54,827 - ice14ws_128 - [INFO] - [E:97| 600]: Train Loss:0.0016887, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:22:37,122 - ice14ws_128 - [INFO] - [E:97| 700]: Train Loss:0.0016895, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:24:19,853 - ice14ws_128 - [INFO] - [E:97| 800]: Train Loss:0.0016907, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:26:02,310 - ice14ws_128 - [INFO] - [E:97| 900]: Train Loss:0.0016918, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:27:03,437 - ice14ws_128 - [INFO] - [Epoch:97]: Training Loss:0.001692 + +2023-05-12 15:27:03,699 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 15:27:27,225 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 15:27:50,521 - ice14ws_128 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.42063, Head : 0.37124, Avg : 0.39593 + +2023-05-12 15:27:50,522 - ice14ws_128 - [INFO] - [Epoch 97]: Training Loss: 0.0016924, Valid MRR: 0.40176, + + + +2023-05-12 15:27:51,575 - ice14ws_128 - [INFO] - [E:98| 0]: Train Loss:0.0016686, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:29:34,405 - ice14ws_128 - [INFO] - [E:98| 100]: Train Loss:0.0016792, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:31:16,353 - ice14ws_128 - [INFO] - [E:98| 200]: Train Loss:0.0016836, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:32:58,393 - ice14ws_128 - [INFO] - [E:98| 300]: Train Loss:0.0016842, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:34:39,981 - ice14ws_128 - [INFO] - [E:98| 400]: Train Loss:0.0016849, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:36:11,129 - ice14ws_128 - [INFO] - [E:98| 500]: Train Loss:0.0016854, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:37:53,164 - ice14ws_128 - [INFO] - [E:98| 600]: Train Loss:0.0016862, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:39:34,834 - ice14ws_128 - [INFO] - [E:98| 700]: Train Loss:0.0016868, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:41:17,492 - ice14ws_128 - [INFO] - [E:98| 800]: Train Loss:0.001688, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:43:00,112 - ice14ws_128 - [INFO] - [E:98| 900]: Train Loss:0.0016898, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:44:01,366 - ice14ws_128 - [INFO] - [Epoch:98]: Training Loss:0.00169 + +2023-05-12 15:44:01,747 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 15:44:25,406 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 15:44:48,694 - ice14ws_128 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.42114, Head : 0.37105, Avg : 0.3961 + +2023-05-12 15:44:48,694 - ice14ws_128 - [INFO] - [Epoch 98]: Training Loss: 0.0016903, Valid MRR: 0.40176, + + + +2023-05-12 15:44:49,899 - ice14ws_128 - [INFO] - [E:99| 0]: Train Loss:0.001676, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:46:32,294 - ice14ws_128 - [INFO] - [E:99| 100]: Train Loss:0.0016773, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:48:15,503 - ice14ws_128 - [INFO] - [E:99| 200]: Train Loss:0.0016797, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:49:57,909 - ice14ws_128 - [INFO] - [E:99| 300]: Train Loss:0.0016798, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:51:37,563 - ice14ws_128 - [INFO] - [E:99| 400]: Train Loss:0.0016815, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:53:15,718 - ice14ws_128 - [INFO] - [E:99| 500]: Train Loss:0.0016827, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:54:58,581 - ice14ws_128 - [INFO] - [E:99| 600]: Train Loss:0.0016838, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:56:41,098 - ice14ws_128 - [INFO] - [E:99| 700]: Train Loss:0.0016843, Val MRR:0.40176, ice14ws_128 +2023-05-12 15:58:23,131 - ice14ws_128 - [INFO] - [E:99| 800]: Train Loss:0.0016854, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:00:03,543 - ice14ws_128 - [INFO] - [E:99| 900]: Train Loss:0.0016868, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:01:06,811 - ice14ws_128 - [INFO] - [Epoch:99]: Training Loss:0.001687 + +2023-05-12 16:01:07,155 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 16:01:30,847 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 16:01:54,060 - ice14ws_128 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.42036, Head : 0.37184, Avg : 0.3961 + MR: Tail : 556.7, Head : 528.15, Avg : 542.42 + Hit-1: Tail : 0.32018, Head : 0.26848, Avg : 0.29433 + Hit-3: Tail : 0.4702, Head : 0.42044, Avg : 0.44532 + Hit-10: Tail : 0.61658, Head : 0.57531, Avg : 0.59595 +2023-05-12 16:01:54,061 - ice14ws_128 - [INFO] - [Epoch 99]: Training Loss: 0.0016871, Valid MRR: 0.40176, + + + +2023-05-12 16:01:55,257 - ice14ws_128 - [INFO] - [E:100| 0]: Train Loss:0.0016778, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:03:37,967 - ice14ws_128 - [INFO] - [E:100| 100]: Train Loss:0.0016763, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:05:20,381 - ice14ws_128 - [INFO] - [E:100| 200]: Train Loss:0.0016775, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:07:02,592 - ice14ws_128 - [INFO] - [E:100| 300]: Train Loss:0.0016782, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:08:35,759 - ice14ws_128 - [INFO] - [E:100| 400]: Train Loss:0.0016788, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:10:16,919 - ice14ws_128 - [INFO] - [E:100| 500]: Train Loss:0.00168, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:11:59,756 - ice14ws_128 - [INFO] - [E:100| 600]: Train Loss:0.0016806, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:13:41,776 - ice14ws_128 - [INFO] - [E:100| 700]: Train Loss:0.0016816, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:15:24,077 - ice14ws_128 - [INFO] - [E:100| 800]: Train Loss:0.0016828, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:16:55,880 - ice14ws_128 - [INFO] - [E:100| 900]: Train Loss:0.0016837, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:18:07,123 - ice14ws_128 - [INFO] - [Epoch:100]: Training Loss:0.001685 + +2023-05-12 16:18:07,586 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 16:18:31,222 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 16:18:54,591 - ice14ws_128 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.42061, Head : 0.36946, Avg : 0.39503 + +2023-05-12 16:18:54,591 - ice14ws_128 - [INFO] - [Epoch 100]: Training Loss: 0.0016848, Valid MRR: 0.40176, + + + +2023-05-12 16:18:55,757 - ice14ws_128 - [INFO] - [E:101| 0]: Train Loss:0.0017165, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:20:38,965 - ice14ws_128 - [INFO] - [E:101| 100]: Train Loss:0.0016727, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:22:21,906 - ice14ws_128 - [INFO] - [E:101| 200]: Train Loss:0.0016746, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:24:04,822 - ice14ws_128 - [INFO] - [E:101| 300]: Train Loss:0.0016765, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:25:36,338 - ice14ws_128 - [INFO] - [E:101| 400]: Train Loss:0.0016767, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:27:18,661 - ice14ws_128 - [INFO] - [E:101| 500]: Train Loss:0.0016777, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:29:01,229 - ice14ws_128 - [INFO] - [E:101| 600]: Train Loss:0.0016784, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:30:43,036 - ice14ws_128 - [INFO] - [E:101| 700]: Train Loss:0.0016789, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:32:26,061 - ice14ws_128 - [INFO] - [E:101| 800]: Train Loss:0.0016803, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:33:57,381 - ice14ws_128 - [INFO] - [E:101| 900]: Train Loss:0.0016815, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:35:09,272 - ice14ws_128 - [INFO] - [Epoch:101]: Training Loss:0.001682 + +2023-05-12 16:35:09,543 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 16:35:32,907 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 16:35:56,014 - ice14ws_128 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.41721, Head : 0.37017, Avg : 0.39369 + +2023-05-12 16:35:56,015 - ice14ws_128 - [INFO] - [Epoch 101]: Training Loss: 0.0016822, Valid MRR: 0.40176, + + + +2023-05-12 16:35:57,211 - ice14ws_128 - [INFO] - [E:102| 0]: Train Loss:0.0016832, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:37:39,801 - ice14ws_128 - [INFO] - [E:102| 100]: Train Loss:0.0016648, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:39:24,800 - ice14ws_128 - [INFO] - [E:102| 200]: Train Loss:0.0016682, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:41:06,689 - ice14ws_128 - [INFO] - [E:102| 300]: Train Loss:0.0016699, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:42:38,652 - ice14ws_128 - [INFO] - [E:102| 400]: Train Loss:0.0016712, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:44:21,211 - ice14ws_128 - [INFO] - [E:102| 500]: Train Loss:0.0016739, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:46:03,612 - ice14ws_128 - [INFO] - [E:102| 600]: Train Loss:0.0016749, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:47:46,262 - ice14ws_128 - [INFO] - [E:102| 700]: Train Loss:0.0016761, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:49:28,806 - ice14ws_128 - [INFO] - [E:102| 800]: Train Loss:0.0016771, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:51:00,559 - ice14ws_128 - [INFO] - [E:102| 900]: Train Loss:0.0016782, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:52:12,773 - ice14ws_128 - [INFO] - [Epoch:102]: Training Loss:0.001679 + +2023-05-12 16:52:13,034 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 16:52:36,681 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 16:52:59,806 - ice14ws_128 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.41866, Head : 0.36958, Avg : 0.39412 + +2023-05-12 16:52:59,806 - ice14ws_128 - [INFO] - [Epoch 102]: Training Loss: 0.0016792, Valid MRR: 0.40176, + + + +2023-05-12 16:53:00,889 - ice14ws_128 - [INFO] - [E:103| 0]: Train Loss:0.0016778, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:54:42,900 - ice14ws_128 - [INFO] - [E:103| 100]: Train Loss:0.0016672, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:56:25,170 - ice14ws_128 - [INFO] - [E:103| 200]: Train Loss:0.0016678, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:58:07,829 - ice14ws_128 - [INFO] - [E:103| 300]: Train Loss:0.0016687, Val MRR:0.40176, ice14ws_128 +2023-05-12 16:59:39,353 - ice14ws_128 - [INFO] - [E:103| 400]: Train Loss:0.0016701, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:01:21,827 - ice14ws_128 - [INFO] - [E:103| 500]: Train Loss:0.0016712, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:03:04,583 - ice14ws_128 - [INFO] - [E:103| 600]: Train Loss:0.0016724, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:04:46,331 - ice14ws_128 - [INFO] - [E:103| 700]: Train Loss:0.0016734, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:06:28,790 - ice14ws_128 - [INFO] - [E:103| 800]: Train Loss:0.0016747, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:08:00,571 - ice14ws_128 - [INFO] - [E:103| 900]: Train Loss:0.0016756, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:09:12,513 - ice14ws_128 - [INFO] - [Epoch:103]: Training Loss:0.001676 + +2023-05-12 17:09:12,860 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 17:09:36,642 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 17:10:00,015 - ice14ws_128 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.42042, Head : 0.37316, Avg : 0.39679 + +2023-05-12 17:10:00,016 - ice14ws_128 - [INFO] - [Epoch 103]: Training Loss: 0.0016762, Valid MRR: 0.40176, + + + +2023-05-12 17:10:01,098 - ice14ws_128 - [INFO] - [E:104| 0]: Train Loss:0.0016679, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:11:43,686 - ice14ws_128 - [INFO] - [E:104| 100]: Train Loss:0.0016631, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:13:27,160 - ice14ws_128 - [INFO] - [E:104| 200]: Train Loss:0.0016636, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:15:03,941 - ice14ws_128 - [INFO] - [E:104| 300]: Train Loss:0.0016657, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:16:41,419 - ice14ws_128 - [INFO] - [E:104| 400]: Train Loss:0.001667, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:18:24,637 - ice14ws_128 - [INFO] - [E:104| 500]: Train Loss:0.0016679, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:20:07,598 - ice14ws_128 - [INFO] - [E:104| 600]: Train Loss:0.0016694, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:21:50,749 - ice14ws_128 - [INFO] - [E:104| 700]: Train Loss:0.0016709, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:23:25,570 - ice14ws_128 - [INFO] - [E:104| 800]: Train Loss:0.0016719, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:25:06,772 - ice14ws_128 - [INFO] - [E:104| 900]: Train Loss:0.0016729, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:26:18,618 - ice14ws_128 - [INFO] - [Epoch:104]: Training Loss:0.001673 + +2023-05-12 17:26:19,136 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 17:26:42,633 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 17:27:05,494 - ice14ws_128 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.42057, Head : 0.37044, Avg : 0.3955 + +2023-05-12 17:27:05,494 - ice14ws_128 - [INFO] - [Epoch 104]: Training Loss: 0.0016733, Valid MRR: 0.40176, + + + +2023-05-12 17:27:06,543 - ice14ws_128 - [INFO] - [E:105| 0]: Train Loss:0.0016339, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:28:48,915 - ice14ws_128 - [INFO] - [E:105| 100]: Train Loss:0.0016636, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:30:30,380 - ice14ws_128 - [INFO] - [E:105| 200]: Train Loss:0.0016638, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:32:01,398 - ice14ws_128 - [INFO] - [E:105| 300]: Train Loss:0.0016646, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:33:45,073 - ice14ws_128 - [INFO] - [E:105| 400]: Train Loss:0.001665, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:35:27,806 - ice14ws_128 - [INFO] - [E:105| 500]: Train Loss:0.0016662, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:37:10,294 - ice14ws_128 - [INFO] - [E:105| 600]: Train Loss:0.0016668, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:38:52,856 - ice14ws_128 - [INFO] - [E:105| 700]: Train Loss:0.0016676, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:40:24,332 - ice14ws_128 - [INFO] - [E:105| 800]: Train Loss:0.0016683, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:42:07,059 - ice14ws_128 - [INFO] - [E:105| 900]: Train Loss:0.0016694, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:43:19,330 - ice14ws_128 - [INFO] - [Epoch:105]: Training Loss:0.00167 + +2023-05-12 17:43:19,681 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 17:43:43,235 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 17:44:06,381 - ice14ws_128 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.41926, Head : 0.36773, Avg : 0.39349 + +2023-05-12 17:44:06,381 - ice14ws_128 - [INFO] - [Epoch 105]: Training Loss: 0.0016701, Valid MRR: 0.40176, + + + +2023-05-12 17:44:07,488 - ice14ws_128 - [INFO] - [E:106| 0]: Train Loss:0.0016612, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:45:50,423 - ice14ws_128 - [INFO] - [E:106| 100]: Train Loss:0.0016575, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:47:33,280 - ice14ws_128 - [INFO] - [E:106| 200]: Train Loss:0.0016597, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:49:05,300 - ice14ws_128 - [INFO] - [E:106| 300]: Train Loss:0.00166, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:50:47,829 - ice14ws_128 - [INFO] - [E:106| 400]: Train Loss:0.0016614, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:52:30,104 - ice14ws_128 - [INFO] - [E:106| 500]: Train Loss:0.0016625, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:54:12,559 - ice14ws_128 - [INFO] - [E:106| 600]: Train Loss:0.0016641, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:55:55,710 - ice14ws_128 - [INFO] - [E:106| 700]: Train Loss:0.0016643, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:57:27,376 - ice14ws_128 - [INFO] - [E:106| 800]: Train Loss:0.0016651, Val MRR:0.40176, ice14ws_128 +2023-05-12 17:59:10,249 - ice14ws_128 - [INFO] - [E:106| 900]: Train Loss:0.0016661, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:00:22,698 - ice14ws_128 - [INFO] - [Epoch:106]: Training Loss:0.001667 + +2023-05-12 18:00:23,041 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 18:00:46,514 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 18:01:09,914 - ice14ws_128 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.42472, Head : 0.37256, Avg : 0.39864 + +2023-05-12 18:01:09,914 - ice14ws_128 - [INFO] - [Epoch 106]: Training Loss: 0.0016667, Valid MRR: 0.40176, + + + +2023-05-12 18:01:11,097 - ice14ws_128 - [INFO] - [E:107| 0]: Train Loss:0.0016791, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:02:53,787 - ice14ws_128 - [INFO] - [E:107| 100]: Train Loss:0.0016531, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:04:36,845 - ice14ws_128 - [INFO] - [E:107| 200]: Train Loss:0.0016556, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:06:08,763 - ice14ws_128 - [INFO] - [E:107| 300]: Train Loss:0.0016562, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:07:51,154 - ice14ws_128 - [INFO] - [E:107| 400]: Train Loss:0.0016573, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:09:34,542 - ice14ws_128 - [INFO] - [E:107| 500]: Train Loss:0.0016587, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:11:19,657 - ice14ws_128 - [INFO] - [E:107| 600]: Train Loss:0.0016599, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:13:02,569 - ice14ws_128 - [INFO] - [E:107| 700]: Train Loss:0.0016606, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:14:33,727 - ice14ws_128 - [INFO] - [E:107| 800]: Train Loss:0.0016617, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:16:16,719 - ice14ws_128 - [INFO] - [E:107| 900]: Train Loss:0.0016627, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:17:29,255 - ice14ws_128 - [INFO] - [Epoch:107]: Training Loss:0.001664 + +2023-05-12 18:17:29,719 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 18:17:53,327 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 18:18:16,633 - ice14ws_128 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.42229, Head : 0.37423, Avg : 0.39826 + +2023-05-12 18:18:16,633 - ice14ws_128 - [INFO] - [Epoch 107]: Training Loss: 0.0016636, Valid MRR: 0.40176, + + + +2023-05-12 18:18:17,830 - ice14ws_128 - [INFO] - [E:108| 0]: Train Loss:0.0016582, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:20:00,949 - ice14ws_128 - [INFO] - [E:108| 100]: Train Loss:0.0016512, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:21:41,594 - ice14ws_128 - [INFO] - [E:108| 200]: Train Loss:0.0016519, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:23:15,282 - ice14ws_128 - [INFO] - [E:108| 300]: Train Loss:0.0016533, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:24:57,445 - ice14ws_128 - [INFO] - [E:108| 400]: Train Loss:0.0016548, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:26:39,174 - ice14ws_128 - [INFO] - [E:108| 500]: Train Loss:0.0016559, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:28:21,153 - ice14ws_128 - [INFO] - [E:108| 600]: Train Loss:0.0016565, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:30:01,252 - ice14ws_128 - [INFO] - [E:108| 700]: Train Loss:0.0016578, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:31:35,565 - ice14ws_128 - [INFO] - [E:108| 800]: Train Loss:0.0016583, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:33:18,631 - ice14ws_128 - [INFO] - [E:108| 900]: Train Loss:0.0016591, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:34:30,791 - ice14ws_128 - [INFO] - [Epoch:108]: Training Loss:0.00166 + +2023-05-12 18:34:31,189 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 18:34:54,453 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 18:35:17,342 - ice14ws_128 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.41817, Head : 0.37131, Avg : 0.39474 + +2023-05-12 18:35:17,342 - ice14ws_128 - [INFO] - [Epoch 108]: Training Loss: 0.0016597, Valid MRR: 0.40176, + + + +2023-05-12 18:35:18,470 - ice14ws_128 - [INFO] - [E:109| 0]: Train Loss:0.0016564, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:37:00,306 - ice14ws_128 - [INFO] - [E:109| 100]: Train Loss:0.001645, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:38:32,226 - ice14ws_128 - [INFO] - [E:109| 200]: Train Loss:0.0016465, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:40:12,989 - ice14ws_128 - [INFO] - [E:109| 300]: Train Loss:0.0016491, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:41:54,894 - ice14ws_128 - [INFO] - [E:109| 400]: Train Loss:0.0016501, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:43:37,240 - ice14ws_128 - [INFO] - [E:109| 500]: Train Loss:0.0016515, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:45:20,150 - ice14ws_128 - [INFO] - [E:109| 600]: Train Loss:0.0016523, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:46:51,393 - ice14ws_128 - [INFO] - [E:109| 700]: Train Loss:0.001653, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:48:33,886 - ice14ws_128 - [INFO] - [E:109| 800]: Train Loss:0.0016542, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:50:15,855 - ice14ws_128 - [INFO] - [E:109| 900]: Train Loss:0.001655, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:51:27,358 - ice14ws_128 - [INFO] - [Epoch:109]: Training Loss:0.001656 + +2023-05-12 18:51:27,816 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 18:51:51,399 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 18:52:14,685 - ice14ws_128 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.4225, Head : 0.37157, Avg : 0.39704 + MR: Tail : 575.88, Head : 575.91, Avg : 575.89 + Hit-1: Tail : 0.32213, Head : 0.26969, Avg : 0.29591 + Hit-3: Tail : 0.47506, Head : 0.41789, Avg : 0.44647 + Hit-10: Tail : 0.61221, Head : 0.57313, Avg : 0.59267 +2023-05-12 18:52:14,685 - ice14ws_128 - [INFO] - [Epoch 109]: Training Loss: 0.0016557, Valid MRR: 0.40176, + + + +2023-05-12 18:52:15,868 - ice14ws_128 - [INFO] - [E:110| 0]: Train Loss:0.0016372, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:53:58,833 - ice14ws_128 - [INFO] - [E:110| 100]: Train Loss:0.0016431, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:55:30,944 - ice14ws_128 - [INFO] - [E:110| 200]: Train Loss:0.0016433, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:57:15,829 - ice14ws_128 - [INFO] - [E:110| 300]: Train Loss:0.0016446, Val MRR:0.40176, ice14ws_128 +2023-05-12 18:58:58,741 - ice14ws_128 - [INFO] - [E:110| 400]: Train Loss:0.0016467, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:00:41,442 - ice14ws_128 - [INFO] - [E:110| 500]: Train Loss:0.001648, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:02:24,280 - ice14ws_128 - [INFO] - [E:110| 600]: Train Loss:0.0016491, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:03:55,109 - ice14ws_128 - [INFO] - [E:110| 700]: Train Loss:0.0016497, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:05:36,904 - ice14ws_128 - [INFO] - [E:110| 800]: Train Loss:0.0016506, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:07:18,637 - ice14ws_128 - [INFO] - [E:110| 900]: Train Loss:0.0016515, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:08:30,071 - ice14ws_128 - [INFO] - [Epoch:110]: Training Loss:0.001652 + +2023-05-12 19:08:30,422 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 19:08:53,851 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 19:09:16,738 - ice14ws_128 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.42318, Head : 0.3751, Avg : 0.39914 + +2023-05-12 19:09:16,738 - ice14ws_128 - [INFO] - [Epoch 110]: Training Loss: 0.0016518, Valid MRR: 0.40176, + + + +2023-05-12 19:09:17,809 - ice14ws_128 - [INFO] - [E:111| 0]: Train Loss:0.0016355, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:10:59,671 - ice14ws_128 - [INFO] - [E:111| 100]: Train Loss:0.0016407, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:12:31,503 - ice14ws_128 - [INFO] - [E:111| 200]: Train Loss:0.0016412, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:14:13,951 - ice14ws_128 - [INFO] - [E:111| 300]: Train Loss:0.0016427, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:15:56,272 - ice14ws_128 - [INFO] - [E:111| 400]: Train Loss:0.0016431, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:17:38,625 - ice14ws_128 - [INFO] - [E:111| 500]: Train Loss:0.0016439, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:19:20,269 - ice14ws_128 - [INFO] - [E:111| 600]: Train Loss:0.0016447, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:20:51,096 - ice14ws_128 - [INFO] - [E:111| 700]: Train Loss:0.0016453, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:22:33,462 - ice14ws_128 - [INFO] - [E:111| 800]: Train Loss:0.0016462, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:24:15,991 - ice14ws_128 - [INFO] - [E:111| 900]: Train Loss:0.0016469, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:25:27,417 - ice14ws_128 - [INFO] - [Epoch:111]: Training Loss:0.001647 + +2023-05-12 19:25:27,925 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 19:25:51,409 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 19:26:14,258 - ice14ws_128 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.42242, Head : 0.37053, Avg : 0.39647 + +2023-05-12 19:26:14,258 - ice14ws_128 - [INFO] - [Epoch 111]: Training Loss: 0.0016475, Valid MRR: 0.40176, + + + +2023-05-12 19:26:15,463 - ice14ws_128 - [INFO] - [E:112| 0]: Train Loss:0.0016127, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:27:57,275 - ice14ws_128 - [INFO] - [E:112| 100]: Train Loss:0.0016351, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:29:29,298 - ice14ws_128 - [INFO] - [E:112| 200]: Train Loss:0.0016376, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:31:11,344 - ice14ws_128 - [INFO] - [E:112| 300]: Train Loss:0.0016395, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:32:53,606 - ice14ws_128 - [INFO] - [E:112| 400]: Train Loss:0.0016405, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:34:35,939 - ice14ws_128 - [INFO] - [E:112| 500]: Train Loss:0.0016409, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:36:18,129 - ice14ws_128 - [INFO] - [E:112| 600]: Train Loss:0.0016414, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:37:49,377 - ice14ws_128 - [INFO] - [E:112| 700]: Train Loss:0.0016419, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:39:31,704 - ice14ws_128 - [INFO] - [E:112| 800]: Train Loss:0.0016422, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:41:13,914 - ice14ws_128 - [INFO] - [E:112| 900]: Train Loss:0.0016431, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:42:28,304 - ice14ws_128 - [INFO] - [Epoch:112]: Training Loss:0.001644 + +2023-05-12 19:42:28,645 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 19:42:52,435 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 19:43:15,747 - ice14ws_128 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.42682, Head : 0.37469, Avg : 0.40076 + +2023-05-12 19:43:15,748 - ice14ws_128 - [INFO] - [Epoch 112]: Training Loss: 0.0016436, Valid MRR: 0.40176, + + + +2023-05-12 19:43:16,843 - ice14ws_128 - [INFO] - [E:113| 0]: Train Loss:0.0016205, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:44:59,887 - ice14ws_128 - [INFO] - [E:113| 100]: Train Loss:0.0016325, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:46:30,727 - ice14ws_128 - [INFO] - [E:113| 200]: Train Loss:0.0016328, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:48:12,964 - ice14ws_128 - [INFO] - [E:113| 300]: Train Loss:0.0016331, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:49:54,953 - ice14ws_128 - [INFO] - [E:113| 400]: Train Loss:0.0016347, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:51:36,974 - ice14ws_128 - [INFO] - [E:113| 500]: Train Loss:0.0016352, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:53:19,239 - ice14ws_128 - [INFO] - [E:113| 600]: Train Loss:0.001636, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:54:51,622 - ice14ws_128 - [INFO] - [E:113| 700]: Train Loss:0.0016372, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:56:33,659 - ice14ws_128 - [INFO] - [E:113| 800]: Train Loss:0.0016382, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:58:15,616 - ice14ws_128 - [INFO] - [E:113| 900]: Train Loss:0.0016388, Val MRR:0.40176, ice14ws_128 +2023-05-12 19:59:27,528 - ice14ws_128 - [INFO] - [Epoch:113]: Training Loss:0.001639 + +2023-05-12 19:59:27,790 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 19:59:51,227 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 20:00:14,380 - ice14ws_128 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.42431, Head : 0.37703, Avg : 0.40067 + +2023-05-12 20:00:14,380 - ice14ws_128 - [INFO] - [Epoch 113]: Training Loss: 0.0016392, Valid MRR: 0.40176, + + + +2023-05-12 20:00:15,223 - ice14ws_128 - [INFO] - [E:114| 0]: Train Loss:0.0016478, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:01:50,333 - ice14ws_128 - [INFO] - [E:114| 100]: Train Loss:0.0016308, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:03:29,120 - ice14ws_128 - [INFO] - [E:114| 200]: Train Loss:0.0016298, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:05:11,299 - ice14ws_128 - [INFO] - [E:114| 300]: Train Loss:0.001631, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:06:54,577 - ice14ws_128 - [INFO] - [E:114| 400]: Train Loss:0.001631, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:08:36,661 - ice14ws_128 - [INFO] - [E:114| 500]: Train Loss:0.0016317, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:10:11,118 - ice14ws_128 - [INFO] - [E:114| 600]: Train Loss:0.0016323, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:11:49,981 - ice14ws_128 - [INFO] - [E:114| 700]: Train Loss:0.0016332, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:13:31,605 - ice14ws_128 - [INFO] - [E:114| 800]: Train Loss:0.001634, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:15:13,692 - ice14ws_128 - [INFO] - [E:114| 900]: Train Loss:0.0016343, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:16:25,522 - ice14ws_128 - [INFO] - [Epoch:114]: Training Loss:0.001635 + +2023-05-12 20:16:25,836 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 20:16:49,270 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 20:17:12,277 - ice14ws_128 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.41909, Head : 0.37285, Avg : 0.39597 + +2023-05-12 20:17:12,277 - ice14ws_128 - [INFO] - [Epoch 114]: Training Loss: 0.0016348, Valid MRR: 0.40176, + + + +2023-05-12 20:17:13,470 - ice14ws_128 - [INFO] - [E:115| 0]: Train Loss:0.0016079, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:18:44,732 - ice14ws_128 - [INFO] - [E:115| 100]: Train Loss:0.0016232, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:20:27,412 - ice14ws_128 - [INFO] - [E:115| 200]: Train Loss:0.0016246, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:22:10,241 - ice14ws_128 - [INFO] - [E:115| 300]: Train Loss:0.0016252, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:23:52,873 - ice14ws_128 - [INFO] - [E:115| 400]: Train Loss:0.0016247, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:25:35,887 - ice14ws_128 - [INFO] - [E:115| 500]: Train Loss:0.0016261, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:27:07,101 - ice14ws_128 - [INFO] - [E:115| 600]: Train Loss:0.0016272, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:28:52,675 - ice14ws_128 - [INFO] - [E:115| 700]: Train Loss:0.0016282, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:30:34,972 - ice14ws_128 - [INFO] - [E:115| 800]: Train Loss:0.0016288, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:32:16,987 - ice14ws_128 - [INFO] - [E:115| 900]: Train Loss:0.0016299, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:33:28,609 - ice14ws_128 - [INFO] - [Epoch:115]: Training Loss:0.00163 + +2023-05-12 20:33:29,005 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 20:33:52,697 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 20:34:15,696 - ice14ws_128 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.42528, Head : 0.37655, Avg : 0.40092 + +2023-05-12 20:34:15,696 - ice14ws_128 - [INFO] - [Epoch 115]: Training Loss: 0.0016302, Valid MRR: 0.40176, + + + +2023-05-12 20:34:16,902 - ice14ws_128 - [INFO] - [E:116| 0]: Train Loss:0.0016076, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:35:48,399 - ice14ws_128 - [INFO] - [E:116| 100]: Train Loss:0.0016175, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:37:30,438 - ice14ws_128 - [INFO] - [E:116| 200]: Train Loss:0.0016187, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:39:12,148 - ice14ws_128 - [INFO] - [E:116| 300]: Train Loss:0.0016194, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:40:54,548 - ice14ws_128 - [INFO] - [E:116| 400]: Train Loss:0.0016205, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:42:37,363 - ice14ws_128 - [INFO] - [E:116| 500]: Train Loss:0.0016224, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:44:09,602 - ice14ws_128 - [INFO] - [E:116| 600]: Train Loss:0.0016228, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:45:51,774 - ice14ws_128 - [INFO] - [E:116| 700]: Train Loss:0.0016237, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:47:34,033 - ice14ws_128 - [INFO] - [E:116| 800]: Train Loss:0.0016246, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:49:15,453 - ice14ws_128 - [INFO] - [E:116| 900]: Train Loss:0.0016257, Val MRR:0.40176, ice14ws_128 +2023-05-12 20:50:26,905 - ice14ws_128 - [INFO] - [Epoch:116]: Training Loss:0.001626 + +2023-05-12 20:50:27,258 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 20:50:50,716 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 20:51:13,877 - ice14ws_128 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.42807, Head : 0.3771, Avg : 0.40259 + +2023-05-12 20:51:15,240 - ice14ws_128 - [INFO] - [Epoch 116]: Training Loss: 0.0016261, Valid MRR: 0.40259, + + + +2023-05-12 20:51:16,308 - ice14ws_128 - [INFO] - [E:117| 0]: Train Loss:0.0015991, Val MRR:0.40259, ice14ws_128 +2023-05-12 20:52:47,703 - ice14ws_128 - [INFO] - [E:117| 100]: Train Loss:0.0016181, Val MRR:0.40259, ice14ws_128 +2023-05-12 20:54:30,038 - ice14ws_128 - [INFO] - [E:117| 200]: Train Loss:0.0016182, Val MRR:0.40259, ice14ws_128 +2023-05-12 20:56:12,944 - ice14ws_128 - [INFO] - [E:117| 300]: Train Loss:0.0016186, Val MRR:0.40259, ice14ws_128 +2023-05-12 20:57:55,719 - ice14ws_128 - [INFO] - [E:117| 400]: Train Loss:0.0016185, Val MRR:0.40259, ice14ws_128 +2023-05-12 20:59:37,931 - ice14ws_128 - [INFO] - [E:117| 500]: Train Loss:0.001619, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:01:09,763 - ice14ws_128 - [INFO] - [E:117| 600]: Train Loss:0.00162, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:02:51,764 - ice14ws_128 - [INFO] - [E:117| 700]: Train Loss:0.0016204, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:04:33,382 - ice14ws_128 - [INFO] - [E:117| 800]: Train Loss:0.0016212, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:06:15,515 - ice14ws_128 - [INFO] - [E:117| 900]: Train Loss:0.0016218, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:07:27,744 - ice14ws_128 - [INFO] - [Epoch:117]: Training Loss:0.001622 + +2023-05-12 21:07:28,087 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 21:07:51,846 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 21:08:13,603 - ice14ws_128 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.42539, Head : 0.37653, Avg : 0.40096 + +2023-05-12 21:08:13,603 - ice14ws_128 - [INFO] - [Epoch 117]: Training Loss: 0.0016221, Valid MRR: 0.40259, + + + +2023-05-12 21:08:14,256 - ice14ws_128 - [INFO] - [E:118| 0]: Train Loss:0.0016154, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:09:46,945 - ice14ws_128 - [INFO] - [E:118| 100]: Train Loss:0.0016118, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:11:29,515 - ice14ws_128 - [INFO] - [E:118| 200]: Train Loss:0.001613, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:13:11,099 - ice14ws_128 - [INFO] - [E:118| 300]: Train Loss:0.0016132, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:14:55,742 - ice14ws_128 - [INFO] - [E:118| 400]: Train Loss:0.001614, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:16:37,610 - ice14ws_128 - [INFO] - [E:118| 500]: Train Loss:0.0016146, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:18:08,712 - ice14ws_128 - [INFO] - [E:118| 600]: Train Loss:0.001615, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:19:50,644 - ice14ws_128 - [INFO] - [E:118| 700]: Train Loss:0.0016159, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:21:32,480 - ice14ws_128 - [INFO] - [E:118| 800]: Train Loss:0.0016167, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:23:14,523 - ice14ws_128 - [INFO] - [E:118| 900]: Train Loss:0.0016173, Val MRR:0.40259, ice14ws_128 +2023-05-12 21:24:26,512 - ice14ws_128 - [INFO] - [Epoch:118]: Training Loss:0.001618 + +2023-05-12 21:24:26,983 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 21:24:50,337 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 21:25:06,196 - ice14ws_128 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.42874, Head : 0.3796, Avg : 0.40417 + +2023-05-12 21:25:07,451 - ice14ws_128 - [INFO] - [Epoch 118]: Training Loss: 0.0016177, Valid MRR: 0.40417, + + + +2023-05-12 21:25:08,101 - ice14ws_128 - [INFO] - [E:119| 0]: Train Loss:0.0016027, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:26:46,448 - ice14ws_128 - [INFO] - [E:119| 100]: Train Loss:0.0016073, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:28:27,879 - ice14ws_128 - [INFO] - [E:119| 200]: Train Loss:0.0016081, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:30:10,614 - ice14ws_128 - [INFO] - [E:119| 300]: Train Loss:0.0016086, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:31:52,693 - ice14ws_128 - [INFO] - [E:119| 400]: Train Loss:0.0016098, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:33:26,590 - ice14ws_128 - [INFO] - [E:119| 500]: Train Loss:0.0016106, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:35:06,397 - ice14ws_128 - [INFO] - [E:119| 600]: Train Loss:0.0016112, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:36:47,959 - ice14ws_128 - [INFO] - [E:119| 700]: Train Loss:0.0016117, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:38:29,734 - ice14ws_128 - [INFO] - [E:119| 800]: Train Loss:0.0016125, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:40:11,604 - ice14ws_128 - [INFO] - [E:119| 900]: Train Loss:0.0016128, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:41:23,074 - ice14ws_128 - [INFO] - [Epoch:119]: Training Loss:0.001613 + +2023-05-12 21:41:23,590 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 21:41:40,899 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 21:41:56,794 - ice14ws_128 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.43076, Head : 0.37729, Avg : 0.40402 + MR: Tail : 626.83, Head : 641.57, Avg : 634.2 + Hit-1: Tail : 0.3339, Head : 0.2777, Avg : 0.3058 + Hit-3: Tail : 0.48404, Head : 0.42396, Avg : 0.454 + Hit-10: Tail : 0.61403, Head : 0.57094, Avg : 0.59249 +2023-05-12 21:41:56,794 - ice14ws_128 - [INFO] - [Epoch 119]: Training Loss: 0.0016131, Valid MRR: 0.40417, + + + +2023-05-12 21:41:57,999 - ice14ws_128 - [INFO] - [E:120| 0]: Train Loss:0.0016284, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:43:39,599 - ice14ws_128 - [INFO] - [E:120| 100]: Train Loss:0.0016036, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:45:21,032 - ice14ws_128 - [INFO] - [E:120| 200]: Train Loss:0.001604, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:47:02,500 - ice14ws_128 - [INFO] - [E:120| 300]: Train Loss:0.0016046, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:48:44,772 - ice14ws_128 - [INFO] - [E:120| 400]: Train Loss:0.0016063, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:50:16,378 - ice14ws_128 - [INFO] - [E:120| 500]: Train Loss:0.0016068, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:51:58,548 - ice14ws_128 - [INFO] - [E:120| 600]: Train Loss:0.0016072, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:53:40,062 - ice14ws_128 - [INFO] - [E:120| 700]: Train Loss:0.0016075, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:55:22,001 - ice14ws_128 - [INFO] - [E:120| 800]: Train Loss:0.0016079, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:57:03,712 - ice14ws_128 - [INFO] - [E:120| 900]: Train Loss:0.0016088, Val MRR:0.40417, ice14ws_128 +2023-05-12 21:58:14,354 - ice14ws_128 - [INFO] - [Epoch:120]: Training Loss:0.001609 + +2023-05-12 21:58:14,572 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 21:58:28,485 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 21:58:50,314 - ice14ws_128 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.43011, Head : 0.37632, Avg : 0.40321 + +2023-05-12 21:58:50,314 - ice14ws_128 - [INFO] - [Epoch 120]: Training Loss: 0.0016092, Valid MRR: 0.40417, + + + +2023-05-12 21:58:51,505 - ice14ws_128 - [INFO] - [E:121| 0]: Train Loss:0.0016024, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:00:34,403 - ice14ws_128 - [INFO] - [E:121| 100]: Train Loss:0.001603, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:02:16,504 - ice14ws_128 - [INFO] - [E:121| 200]: Train Loss:0.0016025, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:03:57,540 - ice14ws_128 - [INFO] - [E:121| 300]: Train Loss:0.0016025, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:05:38,721 - ice14ws_128 - [INFO] - [E:121| 400]: Train Loss:0.0016024, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:07:10,339 - ice14ws_128 - [INFO] - [E:121| 500]: Train Loss:0.0016031, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:08:52,055 - ice14ws_128 - [INFO] - [E:121| 600]: Train Loss:0.0016031, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:10:33,131 - ice14ws_128 - [INFO] - [E:121| 700]: Train Loss:0.0016033, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:12:14,300 - ice14ws_128 - [INFO] - [E:121| 800]: Train Loss:0.0016042, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:13:55,929 - ice14ws_128 - [INFO] - [E:121| 900]: Train Loss:0.0016045, Val MRR:0.40417, ice14ws_128 +2023-05-12 22:15:05,204 - ice14ws_128 - [INFO] - [Epoch:121]: Training Loss:0.001605 + +2023-05-12 22:15:05,421 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 22:15:19,818 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 22:15:42,653 - ice14ws_128 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.43295, Head : 0.38327, Avg : 0.40811 + +2023-05-12 22:15:43,965 - ice14ws_128 - [INFO] - [Epoch 121]: Training Loss: 0.001605, Valid MRR: 0.40811, + + + +2023-05-12 22:15:44,848 - ice14ws_128 - [INFO] - [E:122| 0]: Train Loss:0.0015988, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:17:26,418 - ice14ws_128 - [INFO] - [E:122| 100]: Train Loss:0.0015948, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:19:07,610 - ice14ws_128 - [INFO] - [E:122| 200]: Train Loss:0.0015965, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:20:49,308 - ice14ws_128 - [INFO] - [E:122| 300]: Train Loss:0.0015982, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:22:31,324 - ice14ws_128 - [INFO] - [E:122| 400]: Train Loss:0.0015979, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:24:02,999 - ice14ws_128 - [INFO] - [E:122| 500]: Train Loss:0.0015985, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:25:45,267 - ice14ws_128 - [INFO] - [E:122| 600]: Train Loss:0.0015991, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:27:27,019 - ice14ws_128 - [INFO] - [E:122| 700]: Train Loss:0.0015998, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:29:08,355 - ice14ws_128 - [INFO] - [E:122| 800]: Train Loss:0.0016005, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:30:49,478 - ice14ws_128 - [INFO] - [E:122| 900]: Train Loss:0.001601, Val MRR:0.40811, ice14ws_128 +2023-05-12 22:31:53,055 - ice14ws_128 - [INFO] - [Epoch:122]: Training Loss:0.001602 + +2023-05-12 22:31:53,275 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 22:32:13,781 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 22:32:36,513 - ice14ws_128 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.43272, Head : 0.38483, Avg : 0.40877 + +2023-05-12 22:32:37,772 - ice14ws_128 - [INFO] - [Epoch 122]: Training Loss: 0.0016015, Valid MRR: 0.40877, + + + +2023-05-12 22:32:38,772 - ice14ws_128 - [INFO] - [E:123| 0]: Train Loss:0.0015873, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:34:20,656 - ice14ws_128 - [INFO] - [E:123| 100]: Train Loss:0.0015927, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:36:02,162 - ice14ws_128 - [INFO] - [E:123| 200]: Train Loss:0.0015938, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:37:43,747 - ice14ws_128 - [INFO] - [E:123| 300]: Train Loss:0.001594, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:39:24,987 - ice14ws_128 - [INFO] - [E:123| 400]: Train Loss:0.0015954, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:40:56,499 - ice14ws_128 - [INFO] - [E:123| 500]: Train Loss:0.0015957, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:42:38,470 - ice14ws_128 - [INFO] - [E:123| 600]: Train Loss:0.001596, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:44:19,609 - ice14ws_128 - [INFO] - [E:123| 700]: Train Loss:0.0015966, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:46:01,028 - ice14ws_128 - [INFO] - [E:123| 800]: Train Loss:0.001597, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:47:44,831 - ice14ws_128 - [INFO] - [E:123| 900]: Train Loss:0.0015975, Val MRR:0.40877, ice14ws_128 +2023-05-12 22:48:45,808 - ice14ws_128 - [INFO] - [Epoch:123]: Training Loss:0.001598 + +2023-05-12 22:48:46,069 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 22:49:09,387 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 22:49:31,955 - ice14ws_128 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.43701, Head : 0.38633, Avg : 0.41167 + +2023-05-12 22:49:33,381 - ice14ws_128 - [INFO] - [Epoch 123]: Training Loss: 0.0015978, Valid MRR: 0.41167, + + + +2023-05-12 22:49:34,670 - ice14ws_128 - [INFO] - [E:124| 0]: Train Loss:0.0015821, Val MRR:0.41167, ice14ws_128 +2023-05-12 22:51:16,379 - ice14ws_128 - [INFO] - [E:124| 100]: Train Loss:0.0015869, Val MRR:0.41167, ice14ws_128 +2023-05-12 22:52:58,839 - ice14ws_128 - [INFO] - [E:124| 200]: Train Loss:0.0015896, Val MRR:0.41167, ice14ws_128 +2023-05-12 22:54:41,191 - ice14ws_128 - [INFO] - [E:124| 300]: Train Loss:0.0015909, Val MRR:0.41167, ice14ws_128 +2023-05-12 22:56:23,377 - ice14ws_128 - [INFO] - [E:124| 400]: Train Loss:0.0015919, Val MRR:0.41167, ice14ws_128 +2023-05-12 22:57:55,243 - ice14ws_128 - [INFO] - [E:124| 500]: Train Loss:0.0015928, Val MRR:0.41167, ice14ws_128 +2023-05-12 22:59:37,473 - ice14ws_128 - [INFO] - [E:124| 600]: Train Loss:0.0015931, Val MRR:0.41167, ice14ws_128 +2023-05-12 23:01:18,805 - ice14ws_128 - [INFO] - [E:124| 700]: Train Loss:0.0015935, Val MRR:0.41167, ice14ws_128 +2023-05-12 23:03:00,627 - ice14ws_128 - [INFO] - [E:124| 800]: Train Loss:0.0015938, Val MRR:0.41167, ice14ws_128 +2023-05-12 23:04:42,491 - ice14ws_128 - [INFO] - [E:124| 900]: Train Loss:0.0015943, Val MRR:0.41167, ice14ws_128 +2023-05-12 23:05:43,678 - ice14ws_128 - [INFO] - [Epoch:124]: Training Loss:0.001595 + +2023-05-12 23:05:44,075 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 23:06:07,141 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 23:06:30,140 - ice14ws_128 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.43709, Head : 0.38821, Avg : 0.41265 + +2023-05-12 23:06:31,388 - ice14ws_128 - [INFO] - [Epoch 124]: Training Loss: 0.0015946, Valid MRR: 0.41265, + + + +2023-05-12 23:06:32,595 - ice14ws_128 - [INFO] - [E:125| 0]: Train Loss:0.0015731, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:08:13,970 - ice14ws_128 - [INFO] - [E:125| 100]: Train Loss:0.0015884, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:09:55,572 - ice14ws_128 - [INFO] - [E:125| 200]: Train Loss:0.0015887, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:11:38,095 - ice14ws_128 - [INFO] - [E:125| 300]: Train Loss:0.0015892, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:13:19,609 - ice14ws_128 - [INFO] - [E:125| 400]: Train Loss:0.0015897, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:14:52,114 - ice14ws_128 - [INFO] - [E:125| 500]: Train Loss:0.0015899, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:16:33,170 - ice14ws_128 - [INFO] - [E:125| 600]: Train Loss:0.0015897, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:18:14,067 - ice14ws_128 - [INFO] - [E:125| 700]: Train Loss:0.0015903, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:19:55,382 - ice14ws_128 - [INFO] - [E:125| 800]: Train Loss:0.0015906, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:21:36,690 - ice14ws_128 - [INFO] - [E:125| 900]: Train Loss:0.0015909, Val MRR:0.41265, ice14ws_128 +2023-05-12 23:22:38,165 - ice14ws_128 - [INFO] - [Epoch:125]: Training Loss:0.001591 + +2023-05-12 23:22:38,516 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 23:23:01,830 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 23:23:24,998 - ice14ws_128 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.44199, Head : 0.38891, Avg : 0.41545 + +2023-05-12 23:23:26,250 - ice14ws_128 - [INFO] - [Epoch 125]: Training Loss: 0.0015911, Valid MRR: 0.41545, + + + +2023-05-12 23:23:27,447 - ice14ws_128 - [INFO] - [E:126| 0]: Train Loss:0.0015765, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:25:08,600 - ice14ws_128 - [INFO] - [E:126| 100]: Train Loss:0.0015843, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:26:49,598 - ice14ws_128 - [INFO] - [E:126| 200]: Train Loss:0.0015826, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:28:30,829 - ice14ws_128 - [INFO] - [E:126| 300]: Train Loss:0.0015839, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:30:05,690 - ice14ws_128 - [INFO] - [E:126| 400]: Train Loss:0.0015841, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:31:43,494 - ice14ws_128 - [INFO] - [E:126| 500]: Train Loss:0.0015848, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:33:27,070 - ice14ws_128 - [INFO] - [E:126| 600]: Train Loss:0.0015852, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:35:08,994 - ice14ws_128 - [INFO] - [E:126| 700]: Train Loss:0.001586, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:36:50,586 - ice14ws_128 - [INFO] - [E:126| 800]: Train Loss:0.0015869, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:38:28,746 - ice14ws_128 - [INFO] - [E:126| 900]: Train Loss:0.0015873, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:39:34,041 - ice14ws_128 - [INFO] - [Epoch:126]: Training Loss:0.001588 + +2023-05-12 23:39:34,365 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 23:39:57,270 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 23:40:20,048 - ice14ws_128 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.44032, Head : 0.38941, Avg : 0.41487 + +2023-05-12 23:40:20,048 - ice14ws_128 - [INFO] - [Epoch 126]: Training Loss: 0.0015877, Valid MRR: 0.41545, + + + +2023-05-12 23:40:21,226 - ice14ws_128 - [INFO] - [E:127| 0]: Train Loss:0.0015894, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:42:03,027 - ice14ws_128 - [INFO] - [E:127| 100]: Train Loss:0.0015804, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:43:44,537 - ice14ws_128 - [INFO] - [E:127| 200]: Train Loss:0.0015817, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:45:25,625 - ice14ws_128 - [INFO] - [E:127| 300]: Train Loss:0.0015815, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:46:56,811 - ice14ws_128 - [INFO] - [E:127| 400]: Train Loss:0.0015821, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:48:38,725 - ice14ws_128 - [INFO] - [E:127| 500]: Train Loss:0.0015828, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:50:19,952 - ice14ws_128 - [INFO] - [E:127| 600]: Train Loss:0.0015829, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:52:01,569 - ice14ws_128 - [INFO] - [E:127| 700]: Train Loss:0.0015832, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:53:44,227 - ice14ws_128 - [INFO] - [E:127| 800]: Train Loss:0.001584, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:55:16,378 - ice14ws_128 - [INFO] - [E:127| 900]: Train Loss:0.0015844, Val MRR:0.41545, ice14ws_128 +2023-05-12 23:56:27,807 - ice14ws_128 - [INFO] - [Epoch:127]: Training Loss:0.001585 + +2023-05-12 23:56:28,262 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-12 23:56:51,322 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-12 23:57:14,090 - ice14ws_128 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.44379, Head : 0.38853, Avg : 0.41616 + +2023-05-12 23:57:15,573 - ice14ws_128 - [INFO] - [Epoch 127]: Training Loss: 0.0015846, Valid MRR: 0.41616, + + + +2023-05-12 23:57:16,605 - ice14ws_128 - [INFO] - [E:128| 0]: Train Loss:0.0015882, Val MRR:0.41616, ice14ws_128 +2023-05-12 23:58:57,978 - ice14ws_128 - [INFO] - [E:128| 100]: Train Loss:0.0015798, Val MRR:0.41616, ice14ws_128 +2023-05-13 00:00:39,864 - ice14ws_128 - [INFO] - [E:128| 200]: Train Loss:0.0015803, Val MRR:0.41616, ice14ws_128 +2023-05-13 00:02:20,944 - ice14ws_128 - [INFO] - [E:128| 300]: Train Loss:0.0015801, Val MRR:0.41616, ice14ws_128 +2023-05-13 00:03:52,824 - ice14ws_128 - [INFO] - [E:128| 400]: Train Loss:0.0015798, Val MRR:0.41616, ice14ws_128 +2023-05-13 00:05:34,947 - ice14ws_128 - [INFO] - [E:128| 500]: Train Loss:0.0015799, Val MRR:0.41616, ice14ws_128 +2023-05-13 00:07:16,113 - ice14ws_128 - [INFO] - [E:128| 600]: Train Loss:0.0015801, Val MRR:0.41616, ice14ws_128 +2023-05-13 00:08:57,414 - ice14ws_128 - [INFO] - [E:128| 700]: Train Loss:0.0015806, Val MRR:0.41616, ice14ws_128 +2023-05-13 00:10:38,761 - ice14ws_128 - [INFO] - [E:128| 800]: Train Loss:0.0015809, Val MRR:0.41616, ice14ws_128 +2023-05-13 00:12:10,268 - ice14ws_128 - [INFO] - [E:128| 900]: Train Loss:0.001581, Val MRR:0.41616, ice14ws_128 +2023-05-13 00:13:21,847 - ice14ws_128 - [INFO] - [Epoch:128]: Training Loss:0.001581 + +2023-05-13 00:13:22,368 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 00:13:45,440 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 00:14:08,402 - ice14ws_128 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.44443, Head : 0.39138, Avg : 0.4179 + +2023-05-13 00:14:09,798 - ice14ws_128 - [INFO] - [Epoch 128]: Training Loss: 0.0015813, Valid MRR: 0.4179, + + + +2023-05-13 00:14:11,030 - ice14ws_128 - [INFO] - [E:129| 0]: Train Loss:0.0015594, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:15:52,811 - ice14ws_128 - [INFO] - [E:129| 100]: Train Loss:0.0015757, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:17:34,327 - ice14ws_128 - [INFO] - [E:129| 200]: Train Loss:0.0015758, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:19:18,271 - ice14ws_128 - [INFO] - [E:129| 300]: Train Loss:0.0015763, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:20:49,637 - ice14ws_128 - [INFO] - [E:129| 400]: Train Loss:0.0015765, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:22:31,350 - ice14ws_128 - [INFO] - [E:129| 500]: Train Loss:0.0015767, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:24:13,149 - ice14ws_128 - [INFO] - [E:129| 600]: Train Loss:0.0015771, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:25:54,538 - ice14ws_128 - [INFO] - [E:129| 700]: Train Loss:0.0015775, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:27:35,350 - ice14ws_128 - [INFO] - [E:129| 800]: Train Loss:0.0015779, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:29:07,585 - ice14ws_128 - [INFO] - [E:129| 900]: Train Loss:0.0015784, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:30:18,841 - ice14ws_128 - [INFO] - [Epoch:129]: Training Loss:0.001579 + +2023-05-13 00:30:19,216 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 00:30:42,171 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 00:31:04,558 - ice14ws_128 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.44181, Head : 0.38904, Avg : 0.41542 + MR: Tail : 644.73, Head : 692.62, Avg : 668.67 + Hit-1: Tail : 0.35211, Head : 0.29433, Avg : 0.32322 + Hit-3: Tail : 0.49011, Head : 0.43804, Avg : 0.46407 + Hit-10: Tail : 0.61172, Head : 0.56815, Avg : 0.58994 +2023-05-13 00:31:04,559 - ice14ws_128 - [INFO] - [Epoch 129]: Training Loss: 0.0015787, Valid MRR: 0.4179, + + + +2023-05-13 00:31:05,761 - ice14ws_128 - [INFO] - [E:130| 0]: Train Loss:0.0015648, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:32:46,406 - ice14ws_128 - [INFO] - [E:130| 100]: Train Loss:0.0015732, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:34:27,337 - ice14ws_128 - [INFO] - [E:130| 200]: Train Loss:0.0015739, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:36:08,465 - ice14ws_128 - [INFO] - [E:130| 300]: Train Loss:0.0015733, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:37:40,429 - ice14ws_128 - [INFO] - [E:130| 400]: Train Loss:0.0015738, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:39:21,926 - ice14ws_128 - [INFO] - [E:130| 500]: Train Loss:0.0015743, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:41:03,546 - ice14ws_128 - [INFO] - [E:130| 600]: Train Loss:0.0015746, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:42:45,763 - ice14ws_128 - [INFO] - [E:130| 700]: Train Loss:0.0015749, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:44:27,197 - ice14ws_128 - [INFO] - [E:130| 800]: Train Loss:0.0015754, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:45:59,471 - ice14ws_128 - [INFO] - [E:130| 900]: Train Loss:0.0015757, Val MRR:0.4179, ice14ws_128 +2023-05-13 00:47:11,087 - ice14ws_128 - [INFO] - [Epoch:130]: Training Loss:0.001576 + +2023-05-13 00:47:11,590 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 00:47:34,642 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 00:47:57,363 - ice14ws_128 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.4495, Head : 0.39389, Avg : 0.42169 + +2023-05-13 00:47:59,255 - ice14ws_128 - [INFO] - [Epoch 130]: Training Loss: 0.0015758, Valid MRR: 0.42169, + + + +2023-05-13 00:48:00,605 - ice14ws_128 - [INFO] - [E:131| 0]: Train Loss:0.0015541, Val MRR:0.42169, ice14ws_128 +2023-05-13 00:49:42,309 - ice14ws_128 - [INFO] - [E:131| 100]: Train Loss:0.0015711, Val MRR:0.42169, ice14ws_128 +2023-05-13 00:51:23,558 - ice14ws_128 - [INFO] - [E:131| 200]: Train Loss:0.0015707, Val MRR:0.42169, ice14ws_128 +2023-05-13 00:53:05,846 - ice14ws_128 - [INFO] - [E:131| 300]: Train Loss:0.0015719, Val MRR:0.42169, ice14ws_128 +2023-05-13 00:54:37,810 - ice14ws_128 - [INFO] - [E:131| 400]: Train Loss:0.0015724, Val MRR:0.42169, ice14ws_128 +2023-05-13 00:56:19,541 - ice14ws_128 - [INFO] - [E:131| 500]: Train Loss:0.0015729, Val MRR:0.42169, ice14ws_128 +2023-05-13 00:58:01,205 - ice14ws_128 - [INFO] - [E:131| 600]: Train Loss:0.0015731, Val MRR:0.42169, ice14ws_128 +2023-05-13 00:59:42,557 - ice14ws_128 - [INFO] - [E:131| 700]: Train Loss:0.0015732, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:01:23,921 - ice14ws_128 - [INFO] - [E:131| 800]: Train Loss:0.0015732, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:02:55,699 - ice14ws_128 - [INFO] - [E:131| 900]: Train Loss:0.0015735, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:04:07,508 - ice14ws_128 - [INFO] - [Epoch:131]: Training Loss:0.001574 + +2023-05-13 01:04:07,905 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 01:04:32,002 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 01:04:56,813 - ice14ws_128 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.44489, Head : 0.39547, Avg : 0.42018 + +2023-05-13 01:04:56,813 - ice14ws_128 - [INFO] - [Epoch 131]: Training Loss: 0.0015736, Valid MRR: 0.42169, + + + +2023-05-13 01:04:57,911 - ice14ws_128 - [INFO] - [E:132| 0]: Train Loss:0.0015472, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:06:39,200 - ice14ws_128 - [INFO] - [E:132| 100]: Train Loss:0.0015686, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:08:20,120 - ice14ws_128 - [INFO] - [E:132| 200]: Train Loss:0.0015697, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:10:00,446 - ice14ws_128 - [INFO] - [E:132| 300]: Train Loss:0.0015692, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:11:33,281 - ice14ws_128 - [INFO] - [E:132| 400]: Train Loss:0.0015694, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:13:15,065 - ice14ws_128 - [INFO] - [E:132| 500]: Train Loss:0.0015695, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:14:56,112 - ice14ws_128 - [INFO] - [E:132| 600]: Train Loss:0.0015695, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:16:37,304 - ice14ws_128 - [INFO] - [E:132| 700]: Train Loss:0.00157, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:18:18,573 - ice14ws_128 - [INFO] - [E:132| 800]: Train Loss:0.0015704, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:19:50,633 - ice14ws_128 - [INFO] - [E:132| 900]: Train Loss:0.0015709, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:21:01,731 - ice14ws_128 - [INFO] - [Epoch:132]: Training Loss:0.001571 + +2023-05-13 01:21:02,074 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 01:21:25,075 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 01:21:47,786 - ice14ws_128 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.4475, Head : 0.39427, Avg : 0.42089 + +2023-05-13 01:21:47,786 - ice14ws_128 - [INFO] - [Epoch 132]: Training Loss: 0.0015711, Valid MRR: 0.42169, + + + +2023-05-13 01:21:48,969 - ice14ws_128 - [INFO] - [E:133| 0]: Train Loss:0.00156, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:23:30,658 - ice14ws_128 - [INFO] - [E:133| 100]: Train Loss:0.0015657, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:25:12,085 - ice14ws_128 - [INFO] - [E:133| 200]: Train Loss:0.0015662, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:26:47,564 - ice14ws_128 - [INFO] - [E:133| 300]: Train Loss:0.0015672, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:28:25,543 - ice14ws_128 - [INFO] - [E:133| 400]: Train Loss:0.0015672, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:30:06,642 - ice14ws_128 - [INFO] - [E:133| 500]: Train Loss:0.0015677, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:31:47,747 - ice14ws_128 - [INFO] - [E:133| 600]: Train Loss:0.001568, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:33:29,531 - ice14ws_128 - [INFO] - [E:133| 700]: Train Loss:0.0015681, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:35:04,689 - ice14ws_128 - [INFO] - [E:133| 800]: Train Loss:0.0015685, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:36:43,448 - ice14ws_128 - [INFO] - [E:133| 900]: Train Loss:0.0015689, Val MRR:0.42169, ice14ws_128 +2023-05-13 01:37:55,044 - ice14ws_128 - [INFO] - [Epoch:133]: Training Loss:0.001569 + +2023-05-13 01:37:55,380 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 01:38:18,658 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 01:38:41,563 - ice14ws_128 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.44926, Head : 0.39856, Avg : 0.42391 + +2023-05-13 01:38:43,688 - ice14ws_128 - [INFO] - [Epoch 133]: Training Loss: 0.001569, Valid MRR: 0.42391, + + + +2023-05-13 01:38:44,624 - ice14ws_128 - [INFO] - [E:134| 0]: Train Loss:0.0015715, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:40:26,766 - ice14ws_128 - [INFO] - [E:134| 100]: Train Loss:0.0015649, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:42:08,672 - ice14ws_128 - [INFO] - [E:134| 200]: Train Loss:0.0015645, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:43:40,731 - ice14ws_128 - [INFO] - [E:134| 300]: Train Loss:0.0015644, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:45:21,821 - ice14ws_128 - [INFO] - [E:134| 400]: Train Loss:0.0015646, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:47:02,818 - ice14ws_128 - [INFO] - [E:134| 500]: Train Loss:0.0015645, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:48:43,933 - ice14ws_128 - [INFO] - [E:134| 600]: Train Loss:0.0015652, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:50:25,618 - ice14ws_128 - [INFO] - [E:134| 700]: Train Loss:0.0015658, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:51:59,281 - ice14ws_128 - [INFO] - [E:134| 800]: Train Loss:0.0015661, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:53:41,101 - ice14ws_128 - [INFO] - [E:134| 900]: Train Loss:0.0015662, Val MRR:0.42391, ice14ws_128 +2023-05-13 01:54:52,677 - ice14ws_128 - [INFO] - [Epoch:134]: Training Loss:0.001566 + +2023-05-13 01:54:53,073 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 01:55:16,114 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 01:55:39,113 - ice14ws_128 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.4502, Head : 0.39864, Avg : 0.42442 + +2023-05-13 01:55:40,785 - ice14ws_128 - [INFO] - [Epoch 134]: Training Loss: 0.0015665, Valid MRR: 0.42442, + + + +2023-05-13 01:55:41,895 - ice14ws_128 - [INFO] - [E:135| 0]: Train Loss:0.0015876, Val MRR:0.42442, ice14ws_128 +2023-05-13 01:57:23,721 - ice14ws_128 - [INFO] - [E:135| 100]: Train Loss:0.0015619, Val MRR:0.42442, ice14ws_128 +2023-05-13 01:59:04,796 - ice14ws_128 - [INFO] - [E:135| 200]: Train Loss:0.0015612, Val MRR:0.42442, ice14ws_128 +2023-05-13 02:00:36,542 - ice14ws_128 - [INFO] - [E:135| 300]: Train Loss:0.0015616, Val MRR:0.42442, ice14ws_128 +2023-05-13 02:02:18,146 - ice14ws_128 - [INFO] - [E:135| 400]: Train Loss:0.0015626, Val MRR:0.42442, ice14ws_128 +2023-05-13 02:04:00,098 - ice14ws_128 - [INFO] - [E:135| 500]: Train Loss:0.0015629, Val MRR:0.42442, ice14ws_128 +2023-05-13 02:05:42,168 - ice14ws_128 - [INFO] - [E:135| 600]: Train Loss:0.0015636, Val MRR:0.42442, ice14ws_128 +2023-05-13 02:07:24,735 - ice14ws_128 - [INFO] - [E:135| 700]: Train Loss:0.0015641, Val MRR:0.42442, ice14ws_128 +2023-05-13 02:08:56,915 - ice14ws_128 - [INFO] - [E:135| 800]: Train Loss:0.0015643, Val MRR:0.42442, ice14ws_128 +2023-05-13 02:10:38,889 - ice14ws_128 - [INFO] - [E:135| 900]: Train Loss:0.0015644, Val MRR:0.42442, ice14ws_128 +2023-05-13 02:11:50,064 - ice14ws_128 - [INFO] - [Epoch:135]: Training Loss:0.001565 + +2023-05-13 02:11:50,409 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 02:12:13,466 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 02:12:36,356 - ice14ws_128 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.45299, Head : 0.39609, Avg : 0.42454 + +2023-05-13 02:12:38,025 - ice14ws_128 - [INFO] - [Epoch 135]: Training Loss: 0.0015645, Valid MRR: 0.42454, + + + +2023-05-13 02:12:39,151 - ice14ws_128 - [INFO] - [E:136| 0]: Train Loss:0.0015692, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:14:20,830 - ice14ws_128 - [INFO] - [E:136| 100]: Train Loss:0.0015608, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:16:03,502 - ice14ws_128 - [INFO] - [E:136| 200]: Train Loss:0.0015611, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:17:35,191 - ice14ws_128 - [INFO] - [E:136| 300]: Train Loss:0.0015608, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:19:16,483 - ice14ws_128 - [INFO] - [E:136| 400]: Train Loss:0.0015613, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:20:57,757 - ice14ws_128 - [INFO] - [E:136| 500]: Train Loss:0.0015614, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:22:38,835 - ice14ws_128 - [INFO] - [E:136| 600]: Train Loss:0.0015614, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:24:20,389 - ice14ws_128 - [INFO] - [E:136| 700]: Train Loss:0.0015618, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:25:51,978 - ice14ws_128 - [INFO] - [E:136| 800]: Train Loss:0.0015619, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:27:33,747 - ice14ws_128 - [INFO] - [E:136| 900]: Train Loss:0.0015622, Val MRR:0.42454, ice14ws_128 +2023-05-13 02:28:45,299 - ice14ws_128 - [INFO] - [Epoch:136]: Training Loss:0.001562 + +2023-05-13 02:28:45,644 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 02:29:09,134 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 02:29:32,168 - ice14ws_128 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.45276, Head : 0.40153, Avg : 0.42715 + +2023-05-13 02:29:33,661 - ice14ws_128 - [INFO] - [Epoch 136]: Training Loss: 0.0015624, Valid MRR: 0.42715, + + + +2023-05-13 02:29:34,857 - ice14ws_128 - [INFO] - [E:137| 0]: Train Loss:0.0015665, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:31:16,531 - ice14ws_128 - [INFO] - [E:137| 100]: Train Loss:0.0015582, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:32:57,583 - ice14ws_128 - [INFO] - [E:137| 200]: Train Loss:0.0015574, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:34:29,601 - ice14ws_128 - [INFO] - [E:137| 300]: Train Loss:0.0015583, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:36:10,992 - ice14ws_128 - [INFO] - [E:137| 400]: Train Loss:0.0015586, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:37:54,183 - ice14ws_128 - [INFO] - [E:137| 500]: Train Loss:0.0015591, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:39:34,766 - ice14ws_128 - [INFO] - [E:137| 600]: Train Loss:0.0015594, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:41:15,468 - ice14ws_128 - [INFO] - [E:137| 700]: Train Loss:0.0015599, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:42:46,943 - ice14ws_128 - [INFO] - [E:137| 800]: Train Loss:0.0015601, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:44:29,005 - ice14ws_128 - [INFO] - [E:137| 900]: Train Loss:0.0015603, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:45:40,542 - ice14ws_128 - [INFO] - [Epoch:137]: Training Loss:0.00156 + +2023-05-13 02:45:41,030 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 02:46:04,194 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 02:46:26,998 - ice14ws_128 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.45252, Head : 0.39859, Avg : 0.42555 + +2023-05-13 02:46:26,999 - ice14ws_128 - [INFO] - [Epoch 137]: Training Loss: 0.0015604, Valid MRR: 0.42715, + + + +2023-05-13 02:46:28,203 - ice14ws_128 - [INFO] - [E:138| 0]: Train Loss:0.001557, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:48:10,182 - ice14ws_128 - [INFO] - [E:138| 100]: Train Loss:0.0015564, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:49:52,103 - ice14ws_128 - [INFO] - [E:138| 200]: Train Loss:0.0015575, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:51:24,026 - ice14ws_128 - [INFO] - [E:138| 300]: Train Loss:0.0015579, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:53:05,443 - ice14ws_128 - [INFO] - [E:138| 400]: Train Loss:0.0015579, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:54:47,219 - ice14ws_128 - [INFO] - [E:138| 500]: Train Loss:0.0015579, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:56:28,887 - ice14ws_128 - [INFO] - [E:138| 600]: Train Loss:0.0015578, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:58:09,946 - ice14ws_128 - [INFO] - [E:138| 700]: Train Loss:0.0015584, Val MRR:0.42715, ice14ws_128 +2023-05-13 02:59:41,657 - ice14ws_128 - [INFO] - [E:138| 800]: Train Loss:0.0015587, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:01:23,294 - ice14ws_128 - [INFO] - [E:138| 900]: Train Loss:0.0015588, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:02:34,625 - ice14ws_128 - [INFO] - [Epoch:138]: Training Loss:0.001559 + +2023-05-13 03:02:34,900 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 03:02:57,834 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 03:03:20,416 - ice14ws_128 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.45173, Head : 0.39857, Avg : 0.42515 + +2023-05-13 03:03:20,416 - ice14ws_128 - [INFO] - [Epoch 138]: Training Loss: 0.0015589, Valid MRR: 0.42715, + + + +2023-05-13 03:03:21,579 - ice14ws_128 - [INFO] - [E:139| 0]: Train Loss:0.0015684, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:05:02,769 - ice14ws_128 - [INFO] - [E:139| 100]: Train Loss:0.0015552, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:06:42,910 - ice14ws_128 - [INFO] - [E:139| 200]: Train Loss:0.0015548, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:08:15,950 - ice14ws_128 - [INFO] - [E:139| 300]: Train Loss:0.0015559, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:09:57,545 - ice14ws_128 - [INFO] - [E:139| 400]: Train Loss:0.0015564, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:11:38,748 - ice14ws_128 - [INFO] - [E:139| 500]: Train Loss:0.0015562, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:13:19,966 - ice14ws_128 - [INFO] - [E:139| 600]: Train Loss:0.0015563, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:15:00,893 - ice14ws_128 - [INFO] - [E:139| 700]: Train Loss:0.0015563, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:16:33,275 - ice14ws_128 - [INFO] - [E:139| 800]: Train Loss:0.0015564, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:18:14,693 - ice14ws_128 - [INFO] - [E:139| 900]: Train Loss:0.0015566, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:19:26,246 - ice14ws_128 - [INFO] - [Epoch:139]: Training Loss:0.001557 + +2023-05-13 03:19:26,506 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 03:19:49,838 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 03:20:12,685 - ice14ws_128 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.45546, Head : 0.39872, Avg : 0.42709 + MR: Tail : 607.74, Head : 670.91, Avg : 639.32 + Hit-1: Tail : 0.36351, Head : 0.30659, Avg : 0.33505 + Hit-3: Tail : 0.5071, Head : 0.44253, Avg : 0.47481 + Hit-10: Tail : 0.6275, Head : 0.57556, Avg : 0.60153 +2023-05-13 03:20:12,685 - ice14ws_128 - [INFO] - [Epoch 139]: Training Loss: 0.0015569, Valid MRR: 0.42715, + + + +2023-05-13 03:20:13,604 - ice14ws_128 - [INFO] - [E:140| 0]: Train Loss:0.0015462, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:21:55,784 - ice14ws_128 - [INFO] - [E:140| 100]: Train Loss:0.0015553, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:23:34,979 - ice14ws_128 - [INFO] - [E:140| 200]: Train Loss:0.0015545, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:25:11,965 - ice14ws_128 - [INFO] - [E:140| 300]: Train Loss:0.0015545, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:26:54,048 - ice14ws_128 - [INFO] - [E:140| 400]: Train Loss:0.0015544, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:28:35,846 - ice14ws_128 - [INFO] - [E:140| 500]: Train Loss:0.0015543, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:30:17,629 - ice14ws_128 - [INFO] - [E:140| 600]: Train Loss:0.0015545, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:31:53,936 - ice14ws_128 - [INFO] - [E:140| 700]: Train Loss:0.0015544, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:33:31,606 - ice14ws_128 - [INFO] - [E:140| 800]: Train Loss:0.0015547, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:35:13,330 - ice14ws_128 - [INFO] - [E:140| 900]: Train Loss:0.001555, Val MRR:0.42715, ice14ws_128 +2023-05-13 03:36:25,113 - ice14ws_128 - [INFO] - [Epoch:140]: Training Loss:0.001555 + +2023-05-13 03:36:25,535 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 03:36:48,600 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 03:37:11,189 - ice14ws_128 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.4561, Head : 0.40163, Avg : 0.42887 + +2023-05-13 03:37:12,693 - ice14ws_128 - [INFO] - [Epoch 140]: Training Loss: 0.0015552, Valid MRR: 0.42887, + + + +2023-05-13 03:37:14,018 - ice14ws_128 - [INFO] - [E:141| 0]: Train Loss:0.0015403, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:38:55,782 - ice14ws_128 - [INFO] - [E:141| 100]: Train Loss:0.0015516, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:40:27,339 - ice14ws_128 - [INFO] - [E:141| 200]: Train Loss:0.0015523, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:42:09,247 - ice14ws_128 - [INFO] - [E:141| 300]: Train Loss:0.0015523, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:43:50,420 - ice14ws_128 - [INFO] - [E:141| 400]: Train Loss:0.0015522, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:45:31,278 - ice14ws_128 - [INFO] - [E:141| 500]: Train Loss:0.0015523, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:47:12,304 - ice14ws_128 - [INFO] - [E:141| 600]: Train Loss:0.0015525, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:48:44,061 - ice14ws_128 - [INFO] - [E:141| 700]: Train Loss:0.0015526, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:50:25,929 - ice14ws_128 - [INFO] - [E:141| 800]: Train Loss:0.0015531, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:52:07,751 - ice14ws_128 - [INFO] - [E:141| 900]: Train Loss:0.0015535, Val MRR:0.42887, ice14ws_128 +2023-05-13 03:52:27,250 - ice14ws_128 - [INFO] - {'dataset': 'ice14ws', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 03:53:02,602 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 03:53:14,156 - ice14ws_128 - [INFO] - [Test, Tail_Batch Step 0] ice14ws_128 +2023-05-13 03:53:19,810 - ice14ws_128 - [INFO] - [Epoch:141]: Training Loss:0.001554 + +2023-05-13 03:53:20,156 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 03:53:47,194 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 03:53:51,635 - ice14ws_128 - [INFO] - [Test, Head_Batch Step 0] ice14ws_128 +2023-05-13 03:54:13,878 - ice14ws_128 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.45735, Head : 0.40073, Avg : 0.42904 + +2023-05-13 03:54:15,933 - ice14ws_128 - [INFO] - [Epoch 141]: Training Loss: 0.0015537, Valid MRR: 0.42904, + + + +2023-05-13 03:54:17,354 - ice14ws_128 - [INFO] - [E:142| 0]: Train Loss:0.0015442, Val MRR:0.42904, ice14ws_128 +2023-05-13 03:54:28,636 - ice14ws_128 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.44035, Head : 0.39036, Avg : 0.41535 + MR: Tail : 671.04, Head : 725.98, Avg : 698.51 + Hit-1: Tail : 0.35058, Head : 0.29788, Avg : 0.32423 + Hit-3: Tail : 0.4871, Head : 0.43804, Avg : 0.46257 + Hit-10: Tail : 0.6103, Head : 0.56669, Avg : 0.58849 +2023-05-13 03:55:59,972 - ice14ws_128 - [INFO] - [E:142| 100]: Train Loss:0.0015535, Val MRR:0.42904, ice14ws_128 +2023-05-13 03:57:32,837 - ice14ws_128 - [INFO] - [E:142| 200]: Train Loss:0.0015527, Val MRR:0.42904, ice14ws_128 +2023-05-13 03:59:13,025 - ice14ws_128 - [INFO] - [E:142| 300]: Train Loss:0.0015519, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:00:54,314 - ice14ws_128 - [INFO] - [E:142| 400]: Train Loss:0.0015521, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:02:36,248 - ice14ws_128 - [INFO] - [E:142| 500]: Train Loss:0.0015519, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:04:17,789 - ice14ws_128 - [INFO] - [E:142| 600]: Train Loss:0.0015519, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:05:51,262 - ice14ws_128 - [INFO] - [E:142| 700]: Train Loss:0.0015519, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:07:30,713 - ice14ws_128 - [INFO] - [E:142| 800]: Train Loss:0.001552, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:09:12,785 - ice14ws_128 - [INFO] - [E:142| 900]: Train Loss:0.0015521, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:10:27,700 - ice14ws_128 - [INFO] - [Epoch:142]: Training Loss:0.001552 + +2023-05-13 04:10:27,961 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 04:10:51,110 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 04:11:13,756 - ice14ws_128 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.4541, Head : 0.40169, Avg : 0.42789 + +2023-05-13 04:11:13,756 - ice14ws_128 - [INFO] - [Epoch 142]: Training Loss: 0.0015522, Valid MRR: 0.42904, + + + +2023-05-13 04:11:14,760 - ice14ws_128 - [INFO] - [E:143| 0]: Train Loss:0.0015386, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:12:56,176 - ice14ws_128 - [INFO] - [E:143| 100]: Train Loss:0.0015475, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:14:27,367 - ice14ws_128 - [INFO] - [E:143| 200]: Train Loss:0.001549, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:16:08,805 - ice14ws_128 - [INFO] - [E:143| 300]: Train Loss:0.0015485, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:17:49,499 - ice14ws_128 - [INFO] - [E:143| 400]: Train Loss:0.0015486, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:19:30,867 - ice14ws_128 - [INFO] - [E:143| 500]: Train Loss:0.001549, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:21:11,959 - ice14ws_128 - [INFO] - [E:143| 600]: Train Loss:0.0015492, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:22:43,897 - ice14ws_128 - [INFO] - [E:143| 700]: Train Loss:0.0015495, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:24:25,019 - ice14ws_128 - [INFO] - [E:143| 800]: Train Loss:0.0015501, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:26:06,328 - ice14ws_128 - [INFO] - [E:143| 900]: Train Loss:0.0015504, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:27:17,979 - ice14ws_128 - [INFO] - [Epoch:143]: Training Loss:0.001551 + +2023-05-13 04:27:18,318 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 04:27:41,659 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 04:28:04,761 - ice14ws_128 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.45155, Head : 0.39996, Avg : 0.42575 + +2023-05-13 04:28:04,761 - ice14ws_128 - [INFO] - [Epoch 143]: Training Loss: 0.0015506, Valid MRR: 0.42904, + + + +2023-05-13 04:28:05,953 - ice14ws_128 - [INFO] - [E:144| 0]: Train Loss:0.001555, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:29:47,618 - ice14ws_128 - [INFO] - [E:144| 100]: Train Loss:0.001547, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:31:19,270 - ice14ws_128 - [INFO] - [E:144| 200]: Train Loss:0.0015475, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:33:00,684 - ice14ws_128 - [INFO] - [E:144| 300]: Train Loss:0.0015475, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:34:41,982 - ice14ws_128 - [INFO] - [E:144| 400]: Train Loss:0.0015477, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:36:22,788 - ice14ws_128 - [INFO] - [E:144| 500]: Train Loss:0.0015481, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:38:04,442 - ice14ws_128 - [INFO] - [E:144| 600]: Train Loss:0.0015486, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:39:36,607 - ice14ws_128 - [INFO] - [E:144| 700]: Train Loss:0.0015489, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:41:17,705 - ice14ws_128 - [INFO] - [E:144| 800]: Train Loss:0.0015488, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:42:59,297 - ice14ws_128 - [INFO] - [E:144| 900]: Train Loss:0.001549, Val MRR:0.42904, ice14ws_128 +2023-05-13 04:44:10,860 - ice14ws_128 - [INFO] - [Epoch:144]: Training Loss:0.001549 + +2023-05-13 04:44:11,130 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 04:44:34,179 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 04:44:56,684 - ice14ws_128 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.45818, Head : 0.4022, Avg : 0.43019 + +2023-05-13 04:44:58,908 - ice14ws_128 - [INFO] - [Epoch 144]: Training Loss: 0.0015493, Valid MRR: 0.43019, + + + +2023-05-13 04:45:00,110 - ice14ws_128 - [INFO] - [E:145| 0]: Train Loss:0.0015342, Val MRR:0.43019, ice14ws_128 +2023-05-13 04:46:41,604 - ice14ws_128 - [INFO] - [E:145| 100]: Train Loss:0.0015473, Val MRR:0.43019, ice14ws_128 +2023-05-13 04:48:13,238 - ice14ws_128 - [INFO] - [E:145| 200]: Train Loss:0.0015467, Val MRR:0.43019, ice14ws_128 +2023-05-13 04:49:55,598 - ice14ws_128 - [INFO] - [E:145| 300]: Train Loss:0.0015465, Val MRR:0.43019, ice14ws_128 +2023-05-13 04:51:37,299 - ice14ws_128 - [INFO] - [E:145| 400]: Train Loss:0.0015467, Val MRR:0.43019, ice14ws_128 +2023-05-13 04:53:19,235 - ice14ws_128 - [INFO] - [E:145| 500]: Train Loss:0.0015469, Val MRR:0.43019, ice14ws_128 +2023-05-13 04:55:00,402 - ice14ws_128 - [INFO] - [E:145| 600]: Train Loss:0.0015467, Val MRR:0.43019, ice14ws_128 +2023-05-13 04:56:34,532 - ice14ws_128 - [INFO] - [E:145| 700]: Train Loss:0.001547, Val MRR:0.43019, ice14ws_128 +2023-05-13 04:58:15,505 - ice14ws_128 - [INFO] - [E:145| 800]: Train Loss:0.0015473, Val MRR:0.43019, ice14ws_128 +2023-05-13 04:59:57,024 - ice14ws_128 - [INFO] - [E:145| 900]: Train Loss:0.0015475, Val MRR:0.43019, ice14ws_128 +2023-05-13 05:01:08,808 - ice14ws_128 - [INFO] - [Epoch:145]: Training Loss:0.001548 + +2023-05-13 05:01:09,189 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 05:01:32,233 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 05:01:54,819 - ice14ws_128 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.45932, Head : 0.40416, Avg : 0.43174 + +2023-05-13 05:01:57,395 - ice14ws_128 - [INFO] - [Epoch 145]: Training Loss: 0.0015478, Valid MRR: 0.43174, + + + +2023-05-13 05:01:58,590 - ice14ws_128 - [INFO] - [E:146| 0]: Train Loss:0.0015597, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:03:40,086 - ice14ws_128 - [INFO] - [E:146| 100]: Train Loss:0.0015445, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:05:11,829 - ice14ws_128 - [INFO] - [E:146| 200]: Train Loss:0.0015442, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:06:52,774 - ice14ws_128 - [INFO] - [E:146| 300]: Train Loss:0.0015449, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:08:33,698 - ice14ws_128 - [INFO] - [E:146| 400]: Train Loss:0.0015449, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:10:14,818 - ice14ws_128 - [INFO] - [E:146| 500]: Train Loss:0.0015452, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:11:55,581 - ice14ws_128 - [INFO] - [E:146| 600]: Train Loss:0.0015454, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:13:27,188 - ice14ws_128 - [INFO] - [E:146| 700]: Train Loss:0.0015457, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:15:09,265 - ice14ws_128 - [INFO] - [E:146| 800]: Train Loss:0.0015459, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:16:50,120 - ice14ws_128 - [INFO] - [E:146| 900]: Train Loss:0.0015462, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:18:01,780 - ice14ws_128 - [INFO] - [Epoch:146]: Training Loss:0.001546 + +2023-05-13 05:18:02,177 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 05:18:25,241 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 05:18:48,000 - ice14ws_128 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.45724, Head : 0.40393, Avg : 0.43058 + +2023-05-13 05:18:48,000 - ice14ws_128 - [INFO] - [Epoch 146]: Training Loss: 0.0015464, Valid MRR: 0.43174, + + + +2023-05-13 05:18:49,196 - ice14ws_128 - [INFO] - [E:147| 0]: Train Loss:0.0015407, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:20:27,053 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 05:20:30,489 - ice14ws_128 - [INFO] - [E:147| 100]: Train Loss:0.0015441, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:20:38,848 - ice14ws_128 - [INFO] - [Test, Tail_Batch Step 0] ice14ws_128 +2023-05-13 05:21:15,670 - ice14ws_128 - [INFO] - [Test, Head_Batch Step 0] ice14ws_128 +2023-05-13 05:21:50,319 - ice14ws_128 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.44307, Head : 0.39706, Avg : 0.42006 + MR: Tail : 678.09, Head : 744.17, Avg : 711.13 + Hit-1: Tail : 0.35215, Head : 0.306, Avg : 0.32907 + Hit-3: Tail : 0.49328, Head : 0.44288, Avg : 0.46808 + Hit-10: Tail : 0.61405, Head : 0.56911, Avg : 0.59158 +2023-05-13 05:22:09,276 - ice14ws_128 - [INFO] - [E:147| 200]: Train Loss:0.0015446, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:23:50,301 - ice14ws_128 - [INFO] - [E:147| 300]: Train Loss:0.0015443, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:25:31,942 - ice14ws_128 - [INFO] - [E:147| 400]: Train Loss:0.0015441, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:27:13,064 - ice14ws_128 - [INFO] - [E:147| 500]: Train Loss:0.0015442, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:28:54,211 - ice14ws_128 - [INFO] - [E:147| 600]: Train Loss:0.0015446, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:30:26,155 - ice14ws_128 - [INFO] - [E:147| 700]: Train Loss:0.0015448, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:32:08,041 - ice14ws_128 - [INFO] - [E:147| 800]: Train Loss:0.001545, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:33:50,102 - ice14ws_128 - [INFO] - [E:147| 900]: Train Loss:0.0015452, Val MRR:0.43174, ice14ws_128 +2023-05-13 05:35:01,542 - ice14ws_128 - [INFO] - [Epoch:147]: Training Loss:0.001545 + +2023-05-13 05:35:02,064 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 05:35:24,949 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 05:35:47,599 - ice14ws_128 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.46066, Head : 0.40411, Avg : 0.43239 + +2023-05-13 05:35:50,324 - ice14ws_128 - [INFO] - [Epoch 147]: Training Loss: 0.0015455, Valid MRR: 0.43239, + + + +2023-05-13 05:35:51,532 - ice14ws_128 - [INFO] - [E:148| 0]: Train Loss:0.0015341, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:37:33,381 - ice14ws_128 - [INFO] - [E:148| 100]: Train Loss:0.0015429, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:39:04,999 - ice14ws_128 - [INFO] - [E:148| 200]: Train Loss:0.0015442, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:40:45,899 - ice14ws_128 - [INFO] - [E:148| 300]: Train Loss:0.0015435, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:42:30,714 - ice14ws_128 - [INFO] - [E:148| 400]: Train Loss:0.0015437, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:44:12,745 - ice14ws_128 - [INFO] - [E:148| 500]: Train Loss:0.0015435, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:45:47,895 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 05:45:54,473 - ice14ws_128 - [INFO] - [E:148| 600]: Train Loss:0.0015437, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:45:59,507 - ice14ws_128 - [INFO] - [Test, Tail_Batch Step 0] ice14ws_128 +2023-05-13 05:46:37,149 - ice14ws_128 - [INFO] - [Test, Head_Batch Step 0] ice14ws_128 +2023-05-13 05:47:11,320 - ice14ws_128 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.44464, Head : 0.39618, Avg : 0.42041 + MR: Tail : 647.31, Head : 727.9, Avg : 687.6 + Hit-1: Tail : 0.35457, Head : 0.30515, Avg : 0.32986 + Hit-3: Tail : 0.49473, Head : 0.43973, Avg : 0.46723 + Hit-10: Tail : 0.6109, Head : 0.57238, Avg : 0.59164 +2023-05-13 05:47:34,114 - ice14ws_128 - [INFO] - [E:148| 700]: Train Loss:0.0015438, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:49:15,176 - ice14ws_128 - [INFO] - [E:148| 800]: Train Loss:0.0015437, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:50:56,402 - ice14ws_128 - [INFO] - [E:148| 900]: Train Loss:0.0015438, Val MRR:0.43239, ice14ws_128 +2023-05-13 05:52:07,210 - ice14ws_128 - [INFO] - [Epoch:148]: Training Loss:0.001544 + +2023-05-13 05:52:07,602 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 05:52:30,606 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 05:52:53,440 - ice14ws_128 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.46075, Head : 0.40682, Avg : 0.43378 + +2023-05-13 05:52:56,082 - ice14ws_128 - [INFO] - [Epoch 148]: Training Loss: 0.001544, Valid MRR: 0.43378, + + + +2023-05-13 05:52:57,450 - ice14ws_128 - [INFO] - [E:149| 0]: Train Loss:0.0015493, Val MRR:0.43378, ice14ws_128 +2023-05-13 05:54:39,170 - ice14ws_128 - [INFO] - [E:149| 100]: Train Loss:0.0015417, Val MRR:0.43378, ice14ws_128 +2023-05-13 05:56:10,958 - ice14ws_128 - [INFO] - [E:149| 200]: Train Loss:0.0015412, Val MRR:0.43378, ice14ws_128 +2023-05-13 05:57:53,193 - ice14ws_128 - [INFO] - [E:149| 300]: Train Loss:0.0015413, Val MRR:0.43378, ice14ws_128 +2023-05-13 05:59:35,093 - ice14ws_128 - [INFO] - [E:149| 400]: Train Loss:0.0015417, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:01:16,749 - ice14ws_128 - [INFO] - [E:149| 500]: Train Loss:0.0015418, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:02:57,809 - ice14ws_128 - [INFO] - [E:149| 600]: Train Loss:0.0015422, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:04:29,193 - ice14ws_128 - [INFO] - [E:149| 700]: Train Loss:0.0015424, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:06:11,068 - ice14ws_128 - [INFO] - [E:149| 800]: Train Loss:0.0015426, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:07:52,914 - ice14ws_128 - [INFO] - [E:149| 900]: Train Loss:0.0015429, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:09:04,247 - ice14ws_128 - [INFO] - [Epoch:149]: Training Loss:0.001543 + +2023-05-13 06:09:04,537 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 06:09:27,841 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 06:09:50,462 - ice14ws_128 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.4592, Head : 0.40679, Avg : 0.43299 + MR: Tail : 595.26, Head : 670.36, Avg : 632.81 + Hit-1: Tail : 0.36995, Head : 0.31861, Avg : 0.34428 + Hit-3: Tail : 0.50771, Head : 0.44581, Avg : 0.47676 + Hit-10: Tail : 0.62726, Head : 0.57992, Avg : 0.60359 +2023-05-13 06:09:50,463 - ice14ws_128 - [INFO] - [Epoch 149]: Training Loss: 0.001543, Valid MRR: 0.43378, + + + +2023-05-13 06:09:51,566 - ice14ws_128 - [INFO] - [E:150| 0]: Train Loss:0.0015292, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:11:33,139 - ice14ws_128 - [INFO] - [E:150| 100]: Train Loss:0.0015399, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:13:04,329 - ice14ws_128 - [INFO] - [E:150| 200]: Train Loss:0.0015399, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:14:45,835 - ice14ws_128 - [INFO] - [E:150| 300]: Train Loss:0.0015403, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:16:27,701 - ice14ws_128 - [INFO] - [E:150| 400]: Train Loss:0.0015408, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:18:09,890 - ice14ws_128 - [INFO] - [E:150| 500]: Train Loss:0.0015409, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:19:51,725 - ice14ws_128 - [INFO] - [E:150| 600]: Train Loss:0.0015413, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:21:23,692 - ice14ws_128 - [INFO] - [E:150| 700]: Train Loss:0.0015414, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:23:05,438 - ice14ws_128 - [INFO] - [E:150| 800]: Train Loss:0.0015416, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:24:47,304 - ice14ws_128 - [INFO] - [E:150| 900]: Train Loss:0.0015418, Val MRR:0.43378, ice14ws_128 +2023-05-13 06:25:58,643 - ice14ws_128 - [INFO] - [Epoch:150]: Training Loss:0.001542 + +2023-05-13 06:25:59,152 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 06:26:22,399 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 06:26:45,152 - ice14ws_128 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.46427, Head : 0.40576, Avg : 0.43501 + +2023-05-13 06:26:47,957 - ice14ws_128 - [INFO] - [Epoch 150]: Training Loss: 0.0015418, Valid MRR: 0.43501, + + + +2023-05-13 06:26:49,165 - ice14ws_128 - [INFO] - [E:151| 0]: Train Loss:0.0015353, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:28:30,711 - ice14ws_128 - [INFO] - [E:151| 100]: Train Loss:0.0015398, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:30:05,638 - ice14ws_128 - [INFO] - [E:151| 200]: Train Loss:0.0015398, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:31:47,047 - ice14ws_128 - [INFO] - [E:151| 300]: Train Loss:0.00154, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:33:28,271 - ice14ws_128 - [INFO] - [E:151| 400]: Train Loss:0.0015399, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:35:09,486 - ice14ws_128 - [INFO] - [E:151| 500]: Train Loss:0.00154, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:36:51,413 - ice14ws_128 - [INFO] - [E:151| 600]: Train Loss:0.0015402, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:38:20,205 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 06:38:22,973 - ice14ws_128 - [INFO] - [E:151| 700]: Train Loss:0.0015404, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:38:31,547 - ice14ws_128 - [INFO] - [Test, Tail_Batch Step 0] ice14ws_128 +2023-05-13 06:39:09,045 - ice14ws_128 - [INFO] - [Test, Head_Batch Step 0] ice14ws_128 +2023-05-13 06:39:45,997 - ice14ws_128 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.4474, Head : 0.40048, Avg : 0.42394 + MR: Tail : 655.74, Head : 729.93, Avg : 692.83 + Hit-1: Tail : 0.35724, Head : 0.3089, Avg : 0.33307 + Hit-3: Tail : 0.49715, Head : 0.4447, Avg : 0.47093 + Hit-10: Tail : 0.61199, Head : 0.57468, Avg : 0.59334 +2023-05-13 06:40:15,174 - ice14ws_128 - [INFO] - [E:151| 800]: Train Loss:0.0015405, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:41:56,809 - ice14ws_128 - [INFO] - [E:151| 900]: Train Loss:0.0015405, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:43:08,565 - ice14ws_128 - [INFO] - [Epoch:151]: Training Loss:0.001541 + +2023-05-13 06:43:09,086 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 06:43:32,035 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 06:43:54,616 - ice14ws_128 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.46385, Head : 0.40611, Avg : 0.43498 + +2023-05-13 06:43:54,616 - ice14ws_128 - [INFO] - [Epoch 151]: Training Loss: 0.0015409, Valid MRR: 0.43501, + + + +2023-05-13 06:43:55,716 - ice14ws_128 - [INFO] - [E:152| 0]: Train Loss:0.0015394, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:45:37,966 - ice14ws_128 - [INFO] - [E:152| 100]: Train Loss:0.0015415, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:47:09,812 - ice14ws_128 - [INFO] - [E:152| 200]: Train Loss:0.001539, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:48:51,810 - ice14ws_128 - [INFO] - [E:152| 300]: Train Loss:0.0015393, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:50:32,799 - ice14ws_128 - [INFO] - [E:152| 400]: Train Loss:0.0015389, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:52:14,268 - ice14ws_128 - [INFO] - [E:152| 500]: Train Loss:0.001539, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:53:55,395 - ice14ws_128 - [INFO] - [E:152| 600]: Train Loss:0.0015391, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:55:27,137 - ice14ws_128 - [INFO] - [E:152| 700]: Train Loss:0.0015391, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:57:09,602 - ice14ws_128 - [INFO] - [E:152| 800]: Train Loss:0.0015394, Val MRR:0.43501, ice14ws_128 +2023-05-13 06:58:51,074 - ice14ws_128 - [INFO] - [E:152| 900]: Train Loss:0.0015395, Val MRR:0.43501, ice14ws_128 +2023-05-13 07:00:01,936 - ice14ws_128 - [INFO] - [Epoch:152]: Training Loss:0.00154 + +2023-05-13 07:00:02,458 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 07:00:25,439 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 07:00:48,033 - ice14ws_128 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.46178, Head : 0.40939, Avg : 0.43558 + +2023-05-13 07:00:50,365 - ice14ws_128 - [INFO] - [Epoch 152]: Training Loss: 0.0015396, Valid MRR: 0.43558, + + + +2023-05-13 07:00:51,599 - ice14ws_128 - [INFO] - [E:153| 0]: Train Loss:0.0015393, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:02:33,414 - ice14ws_128 - [INFO] - [E:153| 100]: Train Loss:0.0015357, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:04:04,871 - ice14ws_128 - [INFO] - [E:153| 200]: Train Loss:0.0015363, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:05:45,539 - ice14ws_128 - [INFO] - [E:153| 300]: Train Loss:0.0015368, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:07:27,535 - ice14ws_128 - [INFO] - [E:153| 400]: Train Loss:0.0015371, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:09:09,147 - ice14ws_128 - [INFO] - [E:153| 500]: Train Loss:0.0015378, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:10:50,645 - ice14ws_128 - [INFO] - [E:153| 600]: Train Loss:0.0015379, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:12:22,480 - ice14ws_128 - [INFO] - [E:153| 700]: Train Loss:0.0015384, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:14:04,445 - ice14ws_128 - [INFO] - [E:153| 800]: Train Loss:0.0015385, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:15:49,811 - ice14ws_128 - [INFO] - [E:153| 900]: Train Loss:0.0015387, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:17:01,152 - ice14ws_128 - [INFO] - [Epoch:153]: Training Loss:0.001539 + +2023-05-13 07:17:01,530 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 07:17:24,850 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 07:17:47,613 - ice14ws_128 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.46239, Head : 0.408, Avg : 0.43519 + +2023-05-13 07:17:47,613 - ice14ws_128 - [INFO] - [Epoch 153]: Training Loss: 0.0015387, Valid MRR: 0.43558, + + + +2023-05-13 07:17:48,820 - ice14ws_128 - [INFO] - [E:154| 0]: Train Loss:0.0015444, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:19:26,643 - ice14ws_128 - [INFO] - [E:154| 100]: Train Loss:0.0015371, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:21:02,194 - ice14ws_128 - [INFO] - [E:154| 200]: Train Loss:0.0015372, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:22:44,449 - ice14ws_128 - [INFO] - [E:154| 300]: Train Loss:0.0015366, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:24:25,994 - ice14ws_128 - [INFO] - [E:154| 400]: Train Loss:0.0015368, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:26:07,683 - ice14ws_128 - [INFO] - [E:154| 500]: Train Loss:0.001537, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:27:45,101 - ice14ws_128 - [INFO] - [E:154| 600]: Train Loss:0.0015372, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:29:20,117 - ice14ws_128 - [INFO] - [E:154| 700]: Train Loss:0.0015375, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:31:01,849 - ice14ws_128 - [INFO] - [E:154| 800]: Train Loss:0.0015376, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:32:44,076 - ice14ws_128 - [INFO] - [E:154| 900]: Train Loss:0.0015379, Val MRR:0.43558, ice14ws_128 +2023-05-13 07:33:55,032 - ice14ws_128 - [INFO] - [Epoch:154]: Training Loss:0.001538 + +2023-05-13 07:33:55,541 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 07:34:18,663 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 07:34:41,639 - ice14ws_128 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.46552, Head : 0.40924, Avg : 0.43738 + +2023-05-13 07:34:44,370 - ice14ws_128 - [INFO] - [Epoch 154]: Training Loss: 0.0015379, Valid MRR: 0.43738, + + + +2023-05-13 07:34:45,709 - ice14ws_128 - [INFO] - [E:155| 0]: Train Loss:0.0015241, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:36:16,998 - ice14ws_128 - [INFO] - [E:155| 100]: Train Loss:0.0015372, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:37:58,343 - ice14ws_128 - [INFO] - [E:155| 200]: Train Loss:0.0015364, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:39:39,467 - ice14ws_128 - [INFO] - [E:155| 300]: Train Loss:0.0015359, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:41:20,582 - ice14ws_128 - [INFO] - [E:155| 400]: Train Loss:0.0015362, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:43:02,321 - ice14ws_128 - [INFO] - [E:155| 500]: Train Loss:0.0015367, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:44:34,422 - ice14ws_128 - [INFO] - [E:155| 600]: Train Loss:0.0015368, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:46:15,953 - ice14ws_128 - [INFO] - [E:155| 700]: Train Loss:0.0015365, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:47:57,533 - ice14ws_128 - [INFO] - [E:155| 800]: Train Loss:0.0015365, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:49:38,316 - ice14ws_128 - [INFO] - [E:155| 900]: Train Loss:0.0015366, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:50:49,090 - ice14ws_128 - [INFO] - [Epoch:155]: Training Loss:0.001537 + +2023-05-13 07:50:49,612 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 07:51:12,528 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 07:51:35,126 - ice14ws_128 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.46469, Head : 0.40647, Avg : 0.43558 + +2023-05-13 07:51:35,127 - ice14ws_128 - [INFO] - [Epoch 155]: Training Loss: 0.0015368, Valid MRR: 0.43738, + + + +2023-05-13 07:51:36,206 - ice14ws_128 - [INFO] - [E:156| 0]: Train Loss:0.0015495, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:53:07,768 - ice14ws_128 - [INFO] - [E:156| 100]: Train Loss:0.0015367, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:54:49,397 - ice14ws_128 - [INFO] - [E:156| 200]: Train Loss:0.0015363, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:56:30,926 - ice14ws_128 - [INFO] - [E:156| 300]: Train Loss:0.0015359, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:58:12,331 - ice14ws_128 - [INFO] - [E:156| 400]: Train Loss:0.0015358, Val MRR:0.43738, ice14ws_128 +2023-05-13 07:59:53,621 - ice14ws_128 - [INFO] - [E:156| 500]: Train Loss:0.0015359, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:01:25,036 - ice14ws_128 - [INFO] - [E:156| 600]: Train Loss:0.0015358, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:03:09,592 - ice14ws_128 - [INFO] - [E:156| 700]: Train Loss:0.0015359, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:04:51,609 - ice14ws_128 - [INFO] - [E:156| 800]: Train Loss:0.0015357, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:06:33,368 - ice14ws_128 - [INFO] - [E:156| 900]: Train Loss:0.0015357, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:07:44,686 - ice14ws_128 - [INFO] - [Epoch:156]: Training Loss:0.001536 + +2023-05-13 08:07:45,080 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 08:08:08,171 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 08:08:31,029 - ice14ws_128 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.46376, Head : 0.40675, Avg : 0.43526 + +2023-05-13 08:08:31,029 - ice14ws_128 - [INFO] - [Epoch 156]: Training Loss: 0.0015358, Valid MRR: 0.43738, + + + +2023-05-13 08:08:32,216 - ice14ws_128 - [INFO] - [E:157| 0]: Train Loss:0.0015375, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:10:03,540 - ice14ws_128 - [INFO] - [E:157| 100]: Train Loss:0.0015347, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:11:46,269 - ice14ws_128 - [INFO] - [E:157| 200]: Train Loss:0.0015343, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:13:28,720 - ice14ws_128 - [INFO] - [E:157| 300]: Train Loss:0.001534, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:15:09,998 - ice14ws_128 - [INFO] - [E:157| 400]: Train Loss:0.0015347, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:16:52,125 - ice14ws_128 - [INFO] - [E:157| 500]: Train Loss:0.0015346, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:18:24,093 - ice14ws_128 - [INFO] - [E:157| 600]: Train Loss:0.0015351, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:20:05,575 - ice14ws_128 - [INFO] - [E:157| 700]: Train Loss:0.0015352, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:21:47,130 - ice14ws_128 - [INFO] - [E:157| 800]: Train Loss:0.0015353, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:23:28,816 - ice14ws_128 - [INFO] - [E:157| 900]: Train Loss:0.0015351, Val MRR:0.43738, ice14ws_128 +2023-05-13 08:24:40,481 - ice14ws_128 - [INFO] - [Epoch:157]: Training Loss:0.001535 + +2023-05-13 08:24:40,742 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 08:25:04,127 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 08:25:27,078 - ice14ws_128 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.46474, Head : 0.41198, Avg : 0.43836 + +2023-05-13 08:25:29,866 - ice14ws_128 - [INFO] - [Epoch 157]: Training Loss: 0.0015352, Valid MRR: 0.43836, + + + +2023-05-13 08:25:31,191 - ice14ws_128 - [INFO] - [E:158| 0]: Train Loss:0.0015364, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:27:02,774 - ice14ws_128 - [INFO] - [E:158| 100]: Train Loss:0.0015324, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:27:42,977 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 08:27:54,319 - ice14ws_128 - [INFO] - [Test, Tail_Batch Step 0] ice14ws_128 +2023-05-13 08:28:31,815 - ice14ws_128 - [INFO] - [Test, Head_Batch Step 0] ice14ws_128 +2023-05-13 08:28:52,202 - ice14ws_128 - [INFO] - [E:158| 200]: Train Loss:0.0015339, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:29:08,793 - ice14ws_128 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.44908, Head : 0.39883, Avg : 0.42396 + MR: Tail : 701.92, Head : 755.54, Avg : 728.73 + Hit-1: Tail : 0.3616, Head : 0.30902, Avg : 0.33531 + Hit-3: Tail : 0.49655, Head : 0.44397, Avg : 0.47026 + Hit-10: Tail : 0.61139, Head : 0.56875, Avg : 0.59007 +2023-05-13 08:30:36,325 - ice14ws_128 - [INFO] - [E:158| 300]: Train Loss:0.001534, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:32:18,165 - ice14ws_128 - [INFO] - [E:158| 400]: Train Loss:0.0015339, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:33:58,861 - ice14ws_128 - [INFO] - [E:158| 500]: Train Loss:0.0015338, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:35:30,028 - ice14ws_128 - [INFO] - [E:158| 600]: Train Loss:0.0015338, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:37:11,725 - ice14ws_128 - [INFO] - [E:158| 700]: Train Loss:0.0015338, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:38:53,735 - ice14ws_128 - [INFO] - [E:158| 800]: Train Loss:0.001534, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:40:35,222 - ice14ws_128 - [INFO] - [E:158| 900]: Train Loss:0.0015341, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:41:46,815 - ice14ws_128 - [INFO] - [Epoch:158]: Training Loss:0.001534 + +2023-05-13 08:41:47,245 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 08:42:10,303 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 08:42:32,867 - ice14ws_128 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.46135, Head : 0.40732, Avg : 0.43434 + +2023-05-13 08:42:32,867 - ice14ws_128 - [INFO] - [Epoch 158]: Training Loss: 0.0015341, Valid MRR: 0.43836, + + + +2023-05-13 08:42:34,081 - ice14ws_128 - [INFO] - [E:159| 0]: Train Loss:0.0015316, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:44:05,679 - ice14ws_128 - [INFO] - [E:159| 100]: Train Loss:0.0015321, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:45:47,396 - ice14ws_128 - [INFO] - [E:159| 200]: Train Loss:0.0015317, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:47:28,995 - ice14ws_128 - [INFO] - [E:159| 300]: Train Loss:0.0015319, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:49:14,131 - ice14ws_128 - [INFO] - [E:159| 400]: Train Loss:0.0015326, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:50:55,825 - ice14ws_128 - [INFO] - [E:159| 500]: Train Loss:0.0015326, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:52:27,983 - ice14ws_128 - [INFO] - [E:159| 600]: Train Loss:0.0015326, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:54:09,682 - ice14ws_128 - [INFO] - [E:159| 700]: Train Loss:0.0015332, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:55:51,553 - ice14ws_128 - [INFO] - [E:159| 800]: Train Loss:0.0015331, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:57:33,316 - ice14ws_128 - [INFO] - [E:159| 900]: Train Loss:0.0015333, Val MRR:0.43836, ice14ws_128 +2023-05-13 08:58:44,855 - ice14ws_128 - [INFO] - [Epoch:159]: Training Loss:0.001534 + +2023-05-13 08:58:45,281 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 08:59:07,981 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 08:59:30,591 - ice14ws_128 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.46862, Head : 0.4086, Avg : 0.43861 + MR: Tail : 631.06, Head : 706.41, Avg : 668.73 + Hit-1: Tail : 0.38281, Head : 0.31982, Avg : 0.35132 + Hit-3: Tail : 0.5162, Head : 0.4509, Avg : 0.48355 + Hit-10: Tail : 0.63297, Head : 0.57944, Avg : 0.6062 +2023-05-13 08:59:33,514 - ice14ws_128 - [INFO] - [Epoch 159]: Training Loss: 0.0015335, Valid MRR: 0.43861, + + + +2023-05-13 08:59:34,727 - ice14ws_128 - [INFO] - [E:160| 0]: Train Loss:0.0015236, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:01:06,403 - ice14ws_128 - [INFO] - [E:160| 100]: Train Loss:0.0015291, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:02:48,667 - ice14ws_128 - [INFO] - [E:160| 200]: Train Loss:0.0015307, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:04:30,401 - ice14ws_128 - [INFO] - [E:160| 300]: Train Loss:0.0015314, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:06:12,097 - ice14ws_128 - [INFO] - [E:160| 400]: Train Loss:0.0015316, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:07:53,790 - ice14ws_128 - [INFO] - [E:160| 500]: Train Loss:0.001532, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:09:25,626 - ice14ws_128 - [INFO] - [E:160| 600]: Train Loss:0.0015321, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:11:06,678 - ice14ws_128 - [INFO] - [E:160| 700]: Train Loss:0.0015325, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:12:48,383 - ice14ws_128 - [INFO] - [E:160| 800]: Train Loss:0.0015325, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:14:30,682 - ice14ws_128 - [INFO] - [E:160| 900]: Train Loss:0.0015326, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:15:42,240 - ice14ws_128 - [INFO] - [Epoch:160]: Training Loss:0.001533 + +2023-05-13 09:15:42,704 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 09:16:05,701 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 09:16:28,336 - ice14ws_128 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.46551, Head : 0.41081, Avg : 0.43816 + +2023-05-13 09:16:28,337 - ice14ws_128 - [INFO] - [Epoch 160]: Training Loss: 0.0015327, Valid MRR: 0.43861, + + + +2023-05-13 09:16:29,434 - ice14ws_128 - [INFO] - [E:161| 0]: Train Loss:0.0015379, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:18:01,100 - ice14ws_128 - [INFO] - [E:161| 100]: Train Loss:0.0015306, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:19:43,042 - ice14ws_128 - [INFO] - [E:161| 200]: Train Loss:0.0015306, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:21:24,470 - ice14ws_128 - [INFO] - [E:161| 300]: Train Loss:0.0015312, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:22:22,720 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 09:22:34,411 - ice14ws_128 - [INFO] - [Test, Tail_Batch Step 0] ice14ws_128 +2023-05-13 09:23:11,835 - ice14ws_128 - [INFO] - [E:161| 400]: Train Loss:0.0015315, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:23:11,897 - ice14ws_128 - [INFO] - [Test, Head_Batch Step 0] ice14ws_128 +2023-05-13 09:23:48,920 - ice14ws_128 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.45352, Head : 0.39808, Avg : 0.4258 + MR: Tail : 683.44, Head : 756.31, Avg : 719.88 + Hit-1: Tail : 0.36814, Head : 0.30915, Avg : 0.33864 + Hit-3: Tail : 0.49776, Head : 0.44349, Avg : 0.47062 + Hit-10: Tail : 0.61417, Head : 0.56548, Avg : 0.58982 +2023-05-13 09:24:58,965 - ice14ws_128 - [INFO] - [E:161| 500]: Train Loss:0.0015316, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:26:31,187 - ice14ws_128 - [INFO] - [E:161| 600]: Train Loss:0.0015318, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:28:13,206 - ice14ws_128 - [INFO] - [E:161| 700]: Train Loss:0.0015316, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:29:54,973 - ice14ws_128 - [INFO] - [E:161| 800]: Train Loss:0.0015317, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:31:36,394 - ice14ws_128 - [INFO] - [E:161| 900]: Train Loss:0.0015318, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:32:47,562 - ice14ws_128 - [INFO] - [Epoch:161]: Training Loss:0.001532 + +2023-05-13 09:32:47,833 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 09:33:10,788 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 09:33:33,621 - ice14ws_128 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.46358, Head : 0.41075, Avg : 0.43717 + +2023-05-13 09:33:33,621 - ice14ws_128 - [INFO] - [Epoch 161]: Training Loss: 0.0015317, Valid MRR: 0.43861, + + + +2023-05-13 09:33:34,724 - ice14ws_128 - [INFO] - [E:162| 0]: Train Loss:0.0015439, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:35:06,764 - ice14ws_128 - [INFO] - [E:162| 100]: Train Loss:0.0015302, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:36:51,588 - ice14ws_128 - [INFO] - [E:162| 200]: Train Loss:0.0015308, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:38:32,937 - ice14ws_128 - [INFO] - [E:162| 300]: Train Loss:0.0015306, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:40:14,460 - ice14ws_128 - [INFO] - [E:162| 400]: Train Loss:0.0015306, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:41:55,285 - ice14ws_128 - [INFO] - [E:162| 500]: Train Loss:0.0015307, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:43:26,776 - ice14ws_128 - [INFO] - [E:162| 600]: Train Loss:0.001531, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:45:08,290 - ice14ws_128 - [INFO] - [E:162| 700]: Train Loss:0.001531, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:46:49,394 - ice14ws_128 - [INFO] - [E:162| 800]: Train Loss:0.001531, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:48:30,045 - ice14ws_128 - [INFO] - [E:162| 900]: Train Loss:0.0015311, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:49:41,613 - ice14ws_128 - [INFO] - [Epoch:162]: Training Loss:0.001531 + +2023-05-13 09:49:42,046 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 09:50:04,902 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 09:50:27,584 - ice14ws_128 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.46484, Head : 0.4074, Avg : 0.43612 + +2023-05-13 09:50:27,584 - ice14ws_128 - [INFO] - [Epoch 162]: Training Loss: 0.0015311, Valid MRR: 0.43861, + + + +2023-05-13 09:50:28,786 - ice14ws_128 - [INFO] - [E:163| 0]: Train Loss:0.0015219, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:51:59,792 - ice14ws_128 - [INFO] - [E:163| 100]: Train Loss:0.0015298, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:53:40,923 - ice14ws_128 - [INFO] - [E:163| 200]: Train Loss:0.0015306, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:55:22,164 - ice14ws_128 - [INFO] - [E:163| 300]: Train Loss:0.0015304, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:57:03,715 - ice14ws_128 - [INFO] - [E:163| 400]: Train Loss:0.0015298, Val MRR:0.43861, ice14ws_128 +2023-05-13 09:58:44,987 - ice14ws_128 - [INFO] - [E:163| 500]: Train Loss:0.0015299, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:00:16,172 - ice14ws_128 - [INFO] - [E:163| 600]: Train Loss:0.00153, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:01:57,692 - ice14ws_128 - [INFO] - [E:163| 700]: Train Loss:0.0015297, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:03:39,839 - ice14ws_128 - [INFO] - [E:163| 800]: Train Loss:0.0015299, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:05:21,690 - ice14ws_128 - [INFO] - [E:163| 900]: Train Loss:0.0015301, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:06:32,701 - ice14ws_128 - [INFO] - [Epoch:163]: Training Loss:0.00153 + +2023-05-13 10:06:33,220 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 10:06:56,043 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 10:07:18,702 - ice14ws_128 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.46699, Head : 0.40914, Avg : 0.43807 + +2023-05-13 10:07:18,702 - ice14ws_128 - [INFO] - [Epoch 163]: Training Loss: 0.0015303, Valid MRR: 0.43861, + + + +2023-05-13 10:07:19,755 - ice14ws_128 - [INFO] - [E:164| 0]: Train Loss:0.0015071, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:08:52,110 - ice14ws_128 - [INFO] - [E:164| 100]: Train Loss:0.00153, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:10:33,505 - ice14ws_128 - [INFO] - [E:164| 200]: Train Loss:0.0015291, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:12:15,172 - ice14ws_128 - [INFO] - [E:164| 300]: Train Loss:0.0015288, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:13:55,734 - ice14ws_128 - [INFO] - [E:164| 400]: Train Loss:0.0015292, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:15:37,572 - ice14ws_128 - [INFO] - [E:164| 500]: Train Loss:0.0015294, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:17:09,173 - ice14ws_128 - [INFO] - [E:164| 600]: Train Loss:0.0015295, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:18:50,520 - ice14ws_128 - [INFO] - [E:164| 700]: Train Loss:0.0015297, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:20:31,869 - ice14ws_128 - [INFO] - [E:164| 800]: Train Loss:0.0015296, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:22:16,334 - ice14ws_128 - [INFO] - [E:164| 900]: Train Loss:0.0015297, Val MRR:0.43861, ice14ws_128 +2023-05-13 10:23:27,702 - ice14ws_128 - [INFO] - [Epoch:164]: Training Loss:0.00153 + +2023-05-13 10:23:28,168 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 10:23:51,445 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 10:24:14,313 - ice14ws_128 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.46818, Head : 0.41281, Avg : 0.44049 + +2023-05-13 10:24:17,397 - ice14ws_128 - [INFO] - [Epoch 164]: Training Loss: 0.0015296, Valid MRR: 0.44049, + + + +2023-05-13 10:24:18,410 - ice14ws_128 - [INFO] - [E:165| 0]: Train Loss:0.0015163, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:25:50,136 - ice14ws_128 - [INFO] - [E:165| 100]: Train Loss:0.0015267, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:27:31,318 - ice14ws_128 - [INFO] - [E:165| 200]: Train Loss:0.0015278, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:29:12,653 - ice14ws_128 - [INFO] - [E:165| 300]: Train Loss:0.001528, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:30:53,991 - ice14ws_128 - [INFO] - [E:165| 400]: Train Loss:0.0015284, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:32:35,775 - ice14ws_128 - [INFO] - [E:165| 500]: Train Loss:0.0015285, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:34:07,183 - ice14ws_128 - [INFO] - [E:165| 600]: Train Loss:0.0015286, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:35:48,657 - ice14ws_128 - [INFO] - [E:165| 700]: Train Loss:0.0015289, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:37:30,071 - ice14ws_128 - [INFO] - [E:165| 800]: Train Loss:0.001529, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:39:11,437 - ice14ws_128 - [INFO] - [E:165| 900]: Train Loss:0.0015291, Val MRR:0.44049, ice14ws_128 +2023-05-13 10:40:23,011 - ice14ws_128 - [INFO] - [Epoch:165]: Training Loss:0.001529 + +2023-05-13 10:40:23,358 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 10:40:46,884 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 10:41:04,871 - ice14ws_128 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.46856, Head : 0.41313, Avg : 0.44085 + +2023-05-13 10:41:07,992 - ice14ws_128 - [INFO] - [Epoch 165]: Training Loss: 0.0015293, Valid MRR: 0.44085, + + + +2023-05-13 10:41:08,650 - ice14ws_128 - [INFO] - [E:166| 0]: Train Loss:0.0015397, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:42:47,097 - ice14ws_128 - [INFO] - [E:166| 100]: Train Loss:0.0015276, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:44:28,304 - ice14ws_128 - [INFO] - [E:166| 200]: Train Loss:0.001528, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:46:10,085 - ice14ws_128 - [INFO] - [E:166| 300]: Train Loss:0.0015277, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:47:51,429 - ice14ws_128 - [INFO] - [E:166| 400]: Train Loss:0.0015279, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:49:28,559 - ice14ws_128 - [INFO] - [E:166| 500]: Train Loss:0.0015276, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:51:04,332 - ice14ws_128 - [INFO] - [E:166| 600]: Train Loss:0.0015278, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:52:45,935 - ice14ws_128 - [INFO] - [E:166| 700]: Train Loss:0.0015277, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:54:27,325 - ice14ws_128 - [INFO] - [E:166| 800]: Train Loss:0.0015279, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:56:08,196 - ice14ws_128 - [INFO] - [E:166| 900]: Train Loss:0.001528, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:57:19,050 - ice14ws_128 - [INFO] - [Epoch:166]: Training Loss:0.001528 + +2023-05-13 10:57:19,310 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 10:57:41,704 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 10:57:55,341 - ice14ws_128 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.46582, Head : 0.4107, Avg : 0.43826 + +2023-05-13 10:57:55,342 - ice14ws_128 - [INFO] - [Epoch 166]: Training Loss: 0.0015282, Valid MRR: 0.44085, + + + +2023-05-13 10:57:56,003 - ice14ws_128 - [INFO] - [E:167| 0]: Train Loss:0.0015165, Val MRR:0.44085, ice14ws_128 +2023-05-13 10:59:37,321 - ice14ws_128 - [INFO] - [E:167| 100]: Train Loss:0.0015273, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:01:18,924 - ice14ws_128 - [INFO] - [E:167| 200]: Train Loss:0.0015272, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:02:59,873 - ice14ws_128 - [INFO] - [E:167| 300]: Train Loss:0.0015272, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:04:41,304 - ice14ws_128 - [INFO] - [E:167| 400]: Train Loss:0.0015272, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:06:13,802 - ice14ws_128 - [INFO] - [E:167| 500]: Train Loss:0.0015276, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:07:58,123 - ice14ws_128 - [INFO] - [E:167| 600]: Train Loss:0.0015276, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:09:39,653 - ice14ws_128 - [INFO] - [E:167| 700]: Train Loss:0.0015275, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:11:21,188 - ice14ws_128 - [INFO] - [E:167| 800]: Train Loss:0.0015274, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:13:02,612 - ice14ws_128 - [INFO] - [E:167| 900]: Train Loss:0.0015274, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:14:14,011 - ice14ws_128 - [INFO] - [Epoch:167]: Training Loss:0.001528 + +2023-05-13 11:14:14,532 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 11:14:34,978 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 11:14:48,635 - ice14ws_128 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.46686, Head : 0.41231, Avg : 0.43958 + +2023-05-13 11:14:48,635 - ice14ws_128 - [INFO] - [Epoch 167]: Training Loss: 0.0015275, Valid MRR: 0.44085, + + + +2023-05-13 11:14:49,433 - ice14ws_128 - [INFO] - [E:168| 0]: Train Loss:0.0015293, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:16:30,540 - ice14ws_128 - [INFO] - [E:168| 100]: Train Loss:0.0015256, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:18:11,463 - ice14ws_128 - [INFO] - [E:168| 200]: Train Loss:0.0015255, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:19:52,666 - ice14ws_128 - [INFO] - [E:168| 300]: Train Loss:0.0015259, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:21:34,018 - ice14ws_128 - [INFO] - [E:168| 400]: Train Loss:0.001526, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:23:07,255 - ice14ws_128 - [INFO] - [E:168| 500]: Train Loss:0.0015259, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:24:47,086 - ice14ws_128 - [INFO] - [E:168| 600]: Train Loss:0.0015265, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:26:28,670 - ice14ws_128 - [INFO] - [E:168| 700]: Train Loss:0.0015266, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:28:10,474 - ice14ws_128 - [INFO] - [E:168| 800]: Train Loss:0.0015268, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:29:52,123 - ice14ws_128 - [INFO] - [E:168| 900]: Train Loss:0.0015267, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:31:03,717 - ice14ws_128 - [INFO] - [Epoch:168]: Training Loss:0.001527 + +2023-05-13 11:31:04,234 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 11:31:21,392 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 11:31:38,739 - ice14ws_128 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.46156, Head : 0.41241, Avg : 0.43699 + +2023-05-13 11:31:38,739 - ice14ws_128 - [INFO] - [Epoch 168]: Training Loss: 0.0015269, Valid MRR: 0.44085, + + + +2023-05-13 11:31:39,940 - ice14ws_128 - [INFO] - [E:169| 0]: Train Loss:0.0015233, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:33:20,849 - ice14ws_128 - [INFO] - [E:169| 100]: Train Loss:0.0015256, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:35:01,929 - ice14ws_128 - [INFO] - [E:169| 200]: Train Loss:0.0015264, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:36:43,598 - ice14ws_128 - [INFO] - [E:169| 300]: Train Loss:0.0015262, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:38:25,144 - ice14ws_128 - [INFO] - [E:169| 400]: Train Loss:0.0015258, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:39:56,660 - ice14ws_128 - [INFO] - [E:169| 500]: Train Loss:0.0015261, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:41:38,363 - ice14ws_128 - [INFO] - [E:169| 600]: Train Loss:0.0015261, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:43:20,278 - ice14ws_128 - [INFO] - [E:169| 700]: Train Loss:0.0015262, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:45:02,070 - ice14ws_128 - [INFO] - [E:169| 800]: Train Loss:0.0015265, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:46:43,335 - ice14ws_128 - [INFO] - [E:169| 900]: Train Loss:0.0015263, Val MRR:0.44085, ice14ws_128 +2023-05-13 11:47:53,297 - ice14ws_128 - [INFO] - [Epoch:169]: Training Loss:0.001526 + +2023-05-13 11:47:53,514 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 11:48:07,629 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 11:48:30,473 - ice14ws_128 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.47014, Head : 0.41794, Avg : 0.44404 + MR: Tail : 593.69, Head : 681.39, Avg : 637.54 + Hit-1: Tail : 0.38245, Head : 0.33002, Avg : 0.35623 + Hit-3: Tail : 0.51851, Head : 0.46013, Avg : 0.48932 + Hit-10: Tail : 0.63163, Head : 0.58733, Avg : 0.60948 +2023-05-13 11:48:33,506 - ice14ws_128 - [INFO] - [Epoch 169]: Training Loss: 0.0015263, Valid MRR: 0.44404, + + + +2023-05-13 11:48:34,720 - ice14ws_128 - [INFO] - [E:170| 0]: Train Loss:0.0015202, Val MRR:0.44404, ice14ws_128 +2023-05-13 11:50:16,142 - ice14ws_128 - [INFO] - [E:170| 100]: Train Loss:0.0015254, Val MRR:0.44404, ice14ws_128 +2023-05-13 11:51:57,961 - ice14ws_128 - [INFO] - [E:170| 200]: Train Loss:0.0015246, Val MRR:0.44404, ice14ws_128 +2023-05-13 11:53:40,803 - ice14ws_128 - [INFO] - [E:170| 300]: Train Loss:0.0015254, Val MRR:0.44404, ice14ws_128 +2023-05-13 11:55:24,523 - ice14ws_128 - [INFO] - [E:170| 400]: Train Loss:0.0015253, Val MRR:0.44404, ice14ws_128 +2023-05-13 11:56:56,046 - ice14ws_128 - [INFO] - [E:170| 500]: Train Loss:0.0015252, Val MRR:0.44404, ice14ws_128 +2023-05-13 11:58:37,185 - ice14ws_128 - [INFO] - [E:170| 600]: Train Loss:0.0015252, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:00:18,081 - ice14ws_128 - [INFO] - [E:170| 700]: Train Loss:0.0015251, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:01:59,163 - ice14ws_128 - [INFO] - [E:170| 800]: Train Loss:0.0015252, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:03:40,890 - ice14ws_128 - [INFO] - [E:170| 900]: Train Loss:0.0015254, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:04:48,675 - ice14ws_128 - [INFO] - [Epoch:170]: Training Loss:0.001525 + +2023-05-13 12:04:48,893 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 12:05:04,762 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 12:05:27,229 - ice14ws_128 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.46471, Head : 0.41543, Avg : 0.44007 + +2023-05-13 12:05:27,229 - ice14ws_128 - [INFO] - [Epoch 170]: Training Loss: 0.0015255, Valid MRR: 0.44404, + + + +2023-05-13 12:05:28,431 - ice14ws_128 - [INFO] - [E:171| 0]: Train Loss:0.001525, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:07:10,218 - ice14ws_128 - [INFO] - [E:171| 100]: Train Loss:0.0015248, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:08:51,270 - ice14ws_128 - [INFO] - [E:171| 200]: Train Loss:0.0015254, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:10:32,027 - ice14ws_128 - [INFO] - [E:171| 300]: Train Loss:0.001525, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:12:12,944 - ice14ws_128 - [INFO] - [E:171| 400]: Train Loss:0.001525, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:13:45,105 - ice14ws_128 - [INFO] - [E:171| 500]: Train Loss:0.0015253, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:15:26,341 - ice14ws_128 - [INFO] - [E:171| 600]: Train Loss:0.0015251, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:17:07,886 - ice14ws_128 - [INFO] - [E:171| 700]: Train Loss:0.0015251, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:18:49,361 - ice14ws_128 - [INFO] - [E:171| 800]: Train Loss:0.0015251, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:20:30,635 - ice14ws_128 - [INFO] - [E:171| 900]: Train Loss:0.0015251, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:21:34,874 - ice14ws_128 - [INFO] - [Epoch:171]: Training Loss:0.001525 + +2023-05-13 12:21:35,095 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 12:21:55,504 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 12:22:18,366 - ice14ws_128 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.46661, Head : 0.41449, Avg : 0.44055 + +2023-05-13 12:22:18,366 - ice14ws_128 - [INFO] - [Epoch 171]: Training Loss: 0.0015251, Valid MRR: 0.44404, + + + +2023-05-13 12:22:19,175 - ice14ws_128 - [INFO] - [E:172| 0]: Train Loss:0.0015365, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:24:00,500 - ice14ws_128 - [INFO] - [E:172| 100]: Train Loss:0.0015239, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:25:42,106 - ice14ws_128 - [INFO] - [E:172| 200]: Train Loss:0.0015237, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:27:23,703 - ice14ws_128 - [INFO] - [E:172| 300]: Train Loss:0.0015235, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:29:05,285 - ice14ws_128 - [INFO] - [E:172| 400]: Train Loss:0.0015239, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:30:37,311 - ice14ws_128 - [INFO] - [E:172| 500]: Train Loss:0.0015243, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:32:18,768 - ice14ws_128 - [INFO] - [E:172| 600]: Train Loss:0.0015245, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:34:00,498 - ice14ws_128 - [INFO] - [E:172| 700]: Train Loss:0.0015246, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:35:41,860 - ice14ws_128 - [INFO] - [E:172| 800]: Train Loss:0.0015247, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:37:23,386 - ice14ws_128 - [INFO] - [E:172| 900]: Train Loss:0.0015248, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:38:24,651 - ice14ws_128 - [INFO] - [Epoch:172]: Training Loss:0.001525 + +2023-05-13 12:38:24,993 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 12:38:48,132 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 12:39:11,295 - ice14ws_128 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.46977, Head : 0.41301, Avg : 0.44139 + +2023-05-13 12:39:11,295 - ice14ws_128 - [INFO] - [Epoch 172]: Training Loss: 0.0015249, Valid MRR: 0.44404, + + + +2023-05-13 12:39:12,480 - ice14ws_128 - [INFO] - [E:173| 0]: Train Loss:0.0015305, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:40:57,912 - ice14ws_128 - [INFO] - [E:173| 100]: Train Loss:0.0015248, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:42:39,515 - ice14ws_128 - [INFO] - [E:173| 200]: Train Loss:0.0015248, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:44:20,543 - ice14ws_128 - [INFO] - [E:173| 300]: Train Loss:0.0015239, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:46:01,354 - ice14ws_128 - [INFO] - [E:173| 400]: Train Loss:0.0015241, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:47:33,055 - ice14ws_128 - [INFO] - [E:173| 500]: Train Loss:0.0015239, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:49:14,511 - ice14ws_128 - [INFO] - [E:173| 600]: Train Loss:0.0015238, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:50:55,922 - ice14ws_128 - [INFO] - [E:173| 700]: Train Loss:0.001524, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:52:37,372 - ice14ws_128 - [INFO] - [E:173| 800]: Train Loss:0.001524, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:54:18,767 - ice14ws_128 - [INFO] - [E:173| 900]: Train Loss:0.0015241, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:55:20,522 - ice14ws_128 - [INFO] - [Epoch:173]: Training Loss:0.001524 + +2023-05-13 12:55:20,783 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 12:55:44,013 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 12:56:06,622 - ice14ws_128 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.46714, Head : 0.41782, Avg : 0.44248 + +2023-05-13 12:56:06,622 - ice14ws_128 - [INFO] - [Epoch 173]: Training Loss: 0.0015241, Valid MRR: 0.44404, + + + +2023-05-13 12:56:07,655 - ice14ws_128 - [INFO] - [E:174| 0]: Train Loss:0.0015185, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:57:48,148 - ice14ws_128 - [INFO] - [E:174| 100]: Train Loss:0.0015235, Val MRR:0.44404, ice14ws_128 +2023-05-13 12:59:29,065 - ice14ws_128 - [INFO] - [E:174| 200]: Train Loss:0.0015227, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:01:10,501 - ice14ws_128 - [INFO] - [E:174| 300]: Train Loss:0.0015228, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:02:51,559 - ice14ws_128 - [INFO] - [E:174| 400]: Train Loss:0.0015232, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:04:23,144 - ice14ws_128 - [INFO] - [E:174| 500]: Train Loss:0.0015228, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:06:03,869 - ice14ws_128 - [INFO] - [E:174| 600]: Train Loss:0.001523, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:07:45,569 - ice14ws_128 - [INFO] - [E:174| 700]: Train Loss:0.0015232, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:09:14,195 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 13:09:26,055 - ice14ws_128 - [INFO] - [Test, Tail_Batch Step 0] ice14ws_128 +2023-05-13 13:09:27,798 - ice14ws_128 - [INFO] - [E:174| 800]: Train Loss:0.0015231, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:10:03,573 - ice14ws_128 - [INFO] - [Test, Head_Batch Step 0] ice14ws_128 +2023-05-13 13:10:40,521 - ice14ws_128 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.45553, Head : 0.40195, Avg : 0.42874 + MR: Tail : 647.61, Head : 734.04, Avg : 690.82 + Hit-1: Tail : 0.3702, Head : 0.31375, Avg : 0.34197 + Hit-3: Tail : 0.50055, Head : 0.44567, Avg : 0.47311 + Hit-10: Tail : 0.61442, Head : 0.5679, Avg : 0.59116 +2023-05-13 13:11:19,935 - ice14ws_128 - [INFO] - [E:174| 900]: Train Loss:0.0015233, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:12:24,694 - ice14ws_128 - [INFO] - [Epoch:174]: Training Loss:0.001523 + +2023-05-13 13:12:24,911 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 13:12:44,059 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 13:13:07,079 - ice14ws_128 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.46843, Head : 0.41446, Avg : 0.44144 + +2023-05-13 13:13:07,079 - ice14ws_128 - [INFO] - [Epoch 174]: Training Loss: 0.0015235, Valid MRR: 0.44404, + + + +2023-05-13 13:13:08,093 - ice14ws_128 - [INFO] - [E:175| 0]: Train Loss:0.0015171, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:14:49,419 - ice14ws_128 - [INFO] - [E:175| 100]: Train Loss:0.0015235, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:16:30,749 - ice14ws_128 - [INFO] - [E:175| 200]: Train Loss:0.0015226, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:18:12,657 - ice14ws_128 - [INFO] - [E:175| 300]: Train Loss:0.0015225, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:19:53,484 - ice14ws_128 - [INFO] - [E:175| 400]: Train Loss:0.0015226, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:21:24,463 - ice14ws_128 - [INFO] - [E:175| 500]: Train Loss:0.0015224, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:23:04,891 - ice14ws_128 - [INFO] - [E:175| 600]: Train Loss:0.0015224, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:24:45,772 - ice14ws_128 - [INFO] - [E:175| 700]: Train Loss:0.0015225, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:26:26,131 - ice14ws_128 - [INFO] - [E:175| 800]: Train Loss:0.0015224, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:28:10,593 - ice14ws_128 - [INFO] - [E:175| 900]: Train Loss:0.0015226, Val MRR:0.44404, ice14ws_128 +2023-05-13 13:29:15,276 - ice14ws_128 - [INFO] - [Epoch:175]: Training Loss:0.001523 + +2023-05-13 13:29:15,493 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 13:29:34,692 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 13:29:57,683 - ice14ws_128 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.47345, Head : 0.41653, Avg : 0.44499 + +2023-05-13 13:30:00,778 - ice14ws_128 - [INFO] - [Epoch 175]: Training Loss: 0.0015228, Valid MRR: 0.44499, + + + +2023-05-13 13:30:02,011 - ice14ws_128 - [INFO] - [E:176| 0]: Train Loss:0.0015306, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:31:44,009 - ice14ws_128 - [INFO] - [E:176| 100]: Train Loss:0.0015216, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:33:25,349 - ice14ws_128 - [INFO] - [E:176| 200]: Train Loss:0.0015217, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:35:06,810 - ice14ws_128 - [INFO] - [E:176| 300]: Train Loss:0.0015217, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:36:48,238 - ice14ws_128 - [INFO] - [E:176| 400]: Train Loss:0.0015217, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:38:19,679 - ice14ws_128 - [INFO] - [E:176| 500]: Train Loss:0.0015217, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:40:01,715 - ice14ws_128 - [INFO] - [E:176| 600]: Train Loss:0.001522, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:41:43,717 - ice14ws_128 - [INFO] - [E:176| 700]: Train Loss:0.001522, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:43:24,914 - ice14ws_128 - [INFO] - [E:176| 800]: Train Loss:0.0015222, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:45:05,890 - ice14ws_128 - [INFO] - [E:176| 900]: Train Loss:0.0015223, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:46:07,393 - ice14ws_128 - [INFO] - [Epoch:176]: Training Loss:0.001522 + +2023-05-13 13:46:07,791 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 13:46:30,730 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 13:46:53,641 - ice14ws_128 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.47122, Head : 0.41569, Avg : 0.44345 + +2023-05-13 13:46:53,642 - ice14ws_128 - [INFO] - [Epoch 176]: Training Loss: 0.0015223, Valid MRR: 0.44499, + + + +2023-05-13 13:46:54,615 - ice14ws_128 - [INFO] - [E:177| 0]: Train Loss:0.0015174, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:48:35,769 - ice14ws_128 - [INFO] - [E:177| 100]: Train Loss:0.0015235, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:50:16,869 - ice14ws_128 - [INFO] - [E:177| 200]: Train Loss:0.0015228, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:51:58,311 - ice14ws_128 - [INFO] - [E:177| 300]: Train Loss:0.0015224, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:53:39,696 - ice14ws_128 - [INFO] - [E:177| 400]: Train Loss:0.0015223, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:55:10,922 - ice14ws_128 - [INFO] - [E:177| 500]: Train Loss:0.0015223, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:56:52,382 - ice14ws_128 - [INFO] - [E:177| 600]: Train Loss:0.0015221, Val MRR:0.44499, ice14ws_128 +2023-05-13 13:58:33,190 - ice14ws_128 - [INFO] - [E:177| 700]: Train Loss:0.0015221, Val MRR:0.44499, ice14ws_128 +2023-05-13 14:00:14,024 - ice14ws_128 - [INFO] - [E:177| 800]: Train Loss:0.0015219, Val MRR:0.44499, ice14ws_128 +2023-05-13 14:01:55,198 - ice14ws_128 - [INFO] - [E:177| 900]: Train Loss:0.0015218, Val MRR:0.44499, ice14ws_128 +2023-05-13 14:02:57,223 - ice14ws_128 - [INFO] - [Epoch:177]: Training Loss:0.001522 + +2023-05-13 14:02:57,565 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 14:03:20,874 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 14:03:43,794 - ice14ws_128 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.47222, Head : 0.41834, Avg : 0.44528 + +2023-05-13 14:03:46,954 - ice14ws_128 - [INFO] - [Epoch 177]: Training Loss: 0.0015219, Valid MRR: 0.44528, + + + +2023-05-13 14:03:48,268 - ice14ws_128 - [INFO] - [E:178| 0]: Train Loss:0.0015333, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:05:30,105 - ice14ws_128 - [INFO] - [E:178| 100]: Train Loss:0.0015219, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:07:11,496 - ice14ws_128 - [INFO] - [E:178| 200]: Train Loss:0.0015212, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:08:52,581 - ice14ws_128 - [INFO] - [E:178| 300]: Train Loss:0.0015209, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:10:34,152 - ice14ws_128 - [INFO] - [E:178| 400]: Train Loss:0.0015207, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:12:05,660 - ice14ws_128 - [INFO] - [E:178| 500]: Train Loss:0.001521, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:13:50,619 - ice14ws_128 - [INFO] - [E:178| 600]: Train Loss:0.001521, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:15:31,965 - ice14ws_128 - [INFO] - [E:178| 700]: Train Loss:0.001521, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:17:13,409 - ice14ws_128 - [INFO] - [E:178| 800]: Train Loss:0.0015209, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:18:55,552 - ice14ws_128 - [INFO] - [E:178| 900]: Train Loss:0.0015209, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:19:57,006 - ice14ws_128 - [INFO] - [Epoch:178]: Training Loss:0.001521 + +2023-05-13 14:19:57,525 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 14:20:20,454 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 14:20:43,028 - ice14ws_128 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.4718, Head : 0.41484, Avg : 0.44332 + +2023-05-13 14:20:43,028 - ice14ws_128 - [INFO] - [Epoch 178]: Training Loss: 0.0015211, Valid MRR: 0.44528, + + + +2023-05-13 14:20:44,102 - ice14ws_128 - [INFO] - [E:179| 0]: Train Loss:0.0015282, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:22:25,481 - ice14ws_128 - [INFO] - [E:179| 100]: Train Loss:0.0015209, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:24:06,938 - ice14ws_128 - [INFO] - [E:179| 200]: Train Loss:0.0015209, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:25:47,904 - ice14ws_128 - [INFO] - [E:179| 300]: Train Loss:0.0015208, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:27:29,417 - ice14ws_128 - [INFO] - [E:179| 400]: Train Loss:0.0015204, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:29:00,137 - ice14ws_128 - [INFO] - [E:179| 500]: Train Loss:0.0015204, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:30:41,253 - ice14ws_128 - [INFO] - [E:179| 600]: Train Loss:0.0015204, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:32:22,049 - ice14ws_128 - [INFO] - [E:179| 700]: Train Loss:0.0015205, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:34:02,833 - ice14ws_128 - [INFO] - [E:179| 800]: Train Loss:0.0015206, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:35:43,475 - ice14ws_128 - [INFO] - [E:179| 900]: Train Loss:0.0015208, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:36:44,663 - ice14ws_128 - [INFO] - [Epoch:179]: Training Loss:0.001521 + +2023-05-13 14:36:44,924 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 14:37:08,232 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 14:37:31,137 - ice14ws_128 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.47177, Head : 0.41533, Avg : 0.44355 + MR: Tail : 587.43, Head : 678.65, Avg : 633.04 + Hit-1: Tail : 0.38585, Head : 0.32832, Avg : 0.35708 + Hit-3: Tail : 0.52057, Head : 0.45709, Avg : 0.48883 + Hit-10: Tail : 0.63284, Head : 0.58199, Avg : 0.60742 +2023-05-13 14:37:31,137 - ice14ws_128 - [INFO] - [Epoch 179]: Training Loss: 0.0015209, Valid MRR: 0.44528, + + + +2023-05-13 14:37:31,986 - ice14ws_128 - [INFO] - [E:180| 0]: Train Loss:0.0015161, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:39:13,372 - ice14ws_128 - [INFO] - [E:180| 100]: Train Loss:0.0015199, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:40:55,021 - ice14ws_128 - [INFO] - [E:180| 200]: Train Loss:0.00152, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:42:35,797 - ice14ws_128 - [INFO] - [E:180| 300]: Train Loss:0.0015199, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:44:16,103 - ice14ws_128 - [INFO] - [E:180| 400]: Train Loss:0.0015201, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:45:48,133 - ice14ws_128 - [INFO] - [E:180| 500]: Train Loss:0.00152, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:47:29,662 - ice14ws_128 - [INFO] - [E:180| 600]: Train Loss:0.0015202, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:49:11,305 - ice14ws_128 - [INFO] - [E:180| 700]: Train Loss:0.0015202, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:50:52,711 - ice14ws_128 - [INFO] - [E:180| 800]: Train Loss:0.0015202, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:52:34,077 - ice14ws_128 - [INFO] - [E:180| 900]: Train Loss:0.0015203, Val MRR:0.44528, ice14ws_128 +2023-05-13 14:53:35,469 - ice14ws_128 - [INFO] - [Epoch:180]: Training Loss:0.00152 + +2023-05-13 14:53:35,983 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 14:53:58,899 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 14:54:21,593 - ice14ws_128 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.47361, Head : 0.41977, Avg : 0.44669 + +2023-05-13 14:54:24,617 - ice14ws_128 - [INFO] - [Epoch 180]: Training Loss: 0.0015205, Valid MRR: 0.44669, + + + +2023-05-13 14:54:25,820 - ice14ws_128 - [INFO] - [E:181| 0]: Train Loss:0.0015251, Val MRR:0.44669, ice14ws_128 +2023-05-13 14:56:06,519 - ice14ws_128 - [INFO] - [E:181| 100]: Train Loss:0.0015205, Val MRR:0.44669, ice14ws_128 +2023-05-13 14:57:48,163 - ice14ws_128 - [INFO] - [E:181| 200]: Train Loss:0.0015193, Val MRR:0.44669, ice14ws_128 +2023-05-13 14:59:32,699 - ice14ws_128 - [INFO] - [E:181| 300]: Train Loss:0.0015186, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:01:11,507 - ice14ws_128 - [INFO] - [E:181| 400]: Train Loss:0.001519, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:02:45,846 - ice14ws_128 - [INFO] - [E:181| 500]: Train Loss:0.0015192, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:04:27,259 - ice14ws_128 - [INFO] - [E:181| 600]: Train Loss:0.0015195, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:06:08,234 - ice14ws_128 - [INFO] - [E:181| 700]: Train Loss:0.0015195, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:07:49,258 - ice14ws_128 - [INFO] - [E:181| 800]: Train Loss:0.0015198, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:09:28,746 - ice14ws_128 - [INFO] - [E:181| 900]: Train Loss:0.00152, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:10:32,117 - ice14ws_128 - [INFO] - [Epoch:181]: Training Loss:0.00152 + +2023-05-13 15:10:32,378 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 15:10:55,511 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 15:11:17,771 - ice14ws_128 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.47131, Head : 0.42041, Avg : 0.44586 + +2023-05-13 15:11:17,771 - ice14ws_128 - [INFO] - [Epoch 181]: Training Loss: 0.0015201, Valid MRR: 0.44669, + + + +2023-05-13 15:11:18,989 - ice14ws_128 - [INFO] - [E:182| 0]: Train Loss:0.0015381, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:12:59,980 - ice14ws_128 - [INFO] - [E:182| 100]: Train Loss:0.0015178, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:14:40,962 - ice14ws_128 - [INFO] - [E:182| 200]: Train Loss:0.0015189, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:16:22,214 - ice14ws_128 - [INFO] - [E:182| 300]: Train Loss:0.0015186, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:17:57,318 - ice14ws_128 - [INFO] - [E:182| 400]: Train Loss:0.0015193, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:19:34,959 - ice14ws_128 - [INFO] - [E:182| 500]: Train Loss:0.0015191, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:21:16,597 - ice14ws_128 - [INFO] - [E:182| 600]: Train Loss:0.0015193, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:22:58,013 - ice14ws_128 - [INFO] - [E:182| 700]: Train Loss:0.0015192, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:24:40,229 - ice14ws_128 - [INFO] - [E:182| 800]: Train Loss:0.0015193, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:26:18,232 - ice14ws_128 - [INFO] - [E:182| 900]: Train Loss:0.0015193, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:27:22,815 - ice14ws_128 - [INFO] - [Epoch:182]: Training Loss:0.001519 + +2023-05-13 15:27:23,076 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 15:27:46,354 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 15:28:08,783 - ice14ws_128 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.47115, Head : 0.41892, Avg : 0.44504 + +2023-05-13 15:28:08,784 - ice14ws_128 - [INFO] - [Epoch 182]: Training Loss: 0.0015193, Valid MRR: 0.44669, + + + +2023-05-13 15:28:09,980 - ice14ws_128 - [INFO] - [E:183| 0]: Train Loss:0.0015309, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:29:51,688 - ice14ws_128 - [INFO] - [E:183| 100]: Train Loss:0.0015191, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:31:33,465 - ice14ws_128 - [INFO] - [E:183| 200]: Train Loss:0.0015189, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:33:15,233 - ice14ws_128 - [INFO] - [E:183| 300]: Train Loss:0.001518, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:34:46,500 - ice14ws_128 - [INFO] - [E:183| 400]: Train Loss:0.0015181, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:36:29,409 - ice14ws_128 - [INFO] - [E:183| 500]: Train Loss:0.0015184, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:38:10,163 - ice14ws_128 - [INFO] - [E:183| 600]: Train Loss:0.0015185, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:39:51,401 - ice14ws_128 - [INFO] - [E:183| 700]: Train Loss:0.0015187, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:41:32,269 - ice14ws_128 - [INFO] - [E:183| 800]: Train Loss:0.0015187, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:43:04,927 - ice14ws_128 - [INFO] - [E:183| 900]: Train Loss:0.0015187, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:44:14,264 - ice14ws_128 - [INFO] - [Epoch:183]: Training Loss:0.001519 + +2023-05-13 15:44:14,708 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 15:44:37,753 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 15:45:00,344 - ice14ws_128 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.47406, Head : 0.41895, Avg : 0.4465 + +2023-05-13 15:45:00,344 - ice14ws_128 - [INFO] - [Epoch 183]: Training Loss: 0.0015188, Valid MRR: 0.44669, + + + +2023-05-13 15:45:01,555 - ice14ws_128 - [INFO] - [E:184| 0]: Train Loss:0.0015211, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:46:45,694 - ice14ws_128 - [INFO] - [E:184| 100]: Train Loss:0.0015191, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:48:27,393 - ice14ws_128 - [INFO] - [E:184| 200]: Train Loss:0.0015179, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:50:08,413 - ice14ws_128 - [INFO] - [E:184| 300]: Train Loss:0.0015184, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:51:39,411 - ice14ws_128 - [INFO] - [E:184| 400]: Train Loss:0.0015184, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:53:20,808 - ice14ws_128 - [INFO] - [E:184| 500]: Train Loss:0.0015185, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:55:02,328 - ice14ws_128 - [INFO] - [E:184| 600]: Train Loss:0.0015183, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:56:43,426 - ice14ws_128 - [INFO] - [E:184| 700]: Train Loss:0.0015183, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:58:24,647 - ice14ws_128 - [INFO] - [E:184| 800]: Train Loss:0.0015184, Val MRR:0.44669, ice14ws_128 +2023-05-13 15:59:57,722 - ice14ws_128 - [INFO] - [E:184| 900]: Train Loss:0.0015186, Val MRR:0.44669, ice14ws_128 +2023-05-13 16:01:07,551 - ice14ws_128 - [INFO] - [Epoch:184]: Training Loss:0.001519 + +2023-05-13 16:01:07,946 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 16:01:31,419 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 16:01:54,059 - ice14ws_128 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.47603, Head : 0.41803, Avg : 0.44703 + +2023-05-13 16:01:55,292 - ice14ws_128 - [INFO] - [Epoch 184]: Training Loss: 0.0015186, Valid MRR: 0.44703, + + + +2023-05-13 16:01:56,358 - ice14ws_128 - [INFO] - [E:185| 0]: Train Loss:0.0015092, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:03:37,998 - ice14ws_128 - [INFO] - [E:185| 100]: Train Loss:0.001518, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:05:19,502 - ice14ws_128 - [INFO] - [E:185| 200]: Train Loss:0.0015175, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:07:00,597 - ice14ws_128 - [INFO] - [E:185| 300]: Train Loss:0.0015178, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:08:31,782 - ice14ws_128 - [INFO] - [E:185| 400]: Train Loss:0.0015181, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:10:13,723 - ice14ws_128 - [INFO] - [E:185| 500]: Train Loss:0.001518, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:11:55,207 - ice14ws_128 - [INFO] - [E:185| 600]: Train Loss:0.001518, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:13:36,417 - ice14ws_128 - [INFO] - [E:185| 700]: Train Loss:0.0015181, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:15:17,797 - ice14ws_128 - [INFO] - [E:185| 800]: Train Loss:0.001518, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:16:49,382 - ice14ws_128 - [INFO] - [E:185| 900]: Train Loss:0.0015179, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:18:00,849 - ice14ws_128 - [INFO] - [Epoch:185]: Training Loss:0.001518 + +2023-05-13 16:18:01,246 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 16:18:24,721 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 16:18:47,456 - ice14ws_128 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.47167, Head : 0.41733, Avg : 0.4445 + +2023-05-13 16:18:47,456 - ice14ws_128 - [INFO] - [Epoch 185]: Training Loss: 0.001518, Valid MRR: 0.44703, + + + +2023-05-13 16:18:48,559 - ice14ws_128 - [INFO] - [E:186| 0]: Train Loss:0.0015212, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:20:30,223 - ice14ws_128 - [INFO] - [E:186| 100]: Train Loss:0.0015183, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:22:11,978 - ice14ws_128 - [INFO] - [E:186| 200]: Train Loss:0.0015182, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:23:53,150 - ice14ws_128 - [INFO] - [E:186| 300]: Train Loss:0.0015183, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:25:24,629 - ice14ws_128 - [INFO] - [E:186| 400]: Train Loss:0.001518, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:27:05,853 - ice14ws_128 - [INFO] - [E:186| 500]: Train Loss:0.001518, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:28:46,874 - ice14ws_128 - [INFO] - [E:186| 600]: Train Loss:0.001518, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:30:28,066 - ice14ws_128 - [INFO] - [E:186| 700]: Train Loss:0.0015178, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:32:12,183 - ice14ws_128 - [INFO] - [E:186| 800]: Train Loss:0.0015177, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:33:43,811 - ice14ws_128 - [INFO] - [E:186| 900]: Train Loss:0.0015177, Val MRR:0.44703, ice14ws_128 +2023-05-13 16:34:43,050 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 16:34:54,197 - ice14ws_128 - [INFO] - [Test, Tail_Batch Step 0] ice14ws_128 +2023-05-13 16:34:55,589 - ice14ws_128 - [INFO] - [Epoch:186]: Training Loss:0.001518 + +2023-05-13 16:34:56,096 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 16:35:23,143 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 16:35:31,571 - ice14ws_128 - [INFO] - [Test, Head_Batch Step 0] ice14ws_128 +2023-05-13 16:35:49,595 - ice14ws_128 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.47786, Head : 0.4185, Avg : 0.44818 + +2023-05-13 16:35:50,808 - ice14ws_128 - [INFO] - [Epoch 186]: Training Loss: 0.0015177, Valid MRR: 0.44818, + + + +2023-05-13 16:35:51,633 - ice14ws_128 - [INFO] - [E:187| 0]: Train Loss:0.0015156, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:35:59,285 - ice14ws_128 - [INFO] - {'dataset': 'icews14', 'name': 'ice14ws_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-13 16:36:10,174 - ice14ws_128 - [INFO] - [Test, Tail_Batch Step 0] ice14ws_128 +2023-05-13 16:36:47,597 - ice14ws_128 - [INFO] - [Test, Head_Batch Step 0] ice14ws_128 +2023-05-13 16:37:24,578 - ice14ws_128 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.45897, Head : 0.41108, Avg : 0.43503 + MR: Tail : 653.2, Head : 704.96, Avg : 679.08 + Hit-1: Tail : 0.37238, Head : 0.32489, Avg : 0.34864 + Hit-3: Tail : 0.50866, Head : 0.45148, Avg : 0.48007 + Hit-10: Tail : 0.61623, Head : 0.57529, Avg : 0.59576 +2023-05-13 16:37:43,323 - ice14ws_128 - [INFO] - [E:187| 100]: Train Loss:0.0015168, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:39:24,718 - ice14ws_128 - [INFO] - [E:187| 200]: Train Loss:0.0015176, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:41:05,718 - ice14ws_128 - [INFO] - [E:187| 300]: Train Loss:0.0015175, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:42:41,555 - ice14ws_128 - [INFO] - [E:187| 400]: Train Loss:0.0015173, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:44:18,174 - ice14ws_128 - [INFO] - [E:187| 500]: Train Loss:0.0015174, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:45:59,435 - ice14ws_128 - [INFO] - [E:187| 600]: Train Loss:0.0015172, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:47:40,324 - ice14ws_128 - [INFO] - [E:187| 700]: Train Loss:0.001517, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:49:21,098 - ice14ws_128 - [INFO] - [E:187| 800]: Train Loss:0.0015172, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:50:59,624 - ice14ws_128 - [INFO] - [E:187| 900]: Train Loss:0.0015173, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:52:03,653 - ice14ws_128 - [INFO] - [Epoch:187]: Training Loss:0.001517 + +2023-05-13 16:52:03,997 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 16:52:27,243 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 16:52:50,036 - ice14ws_128 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.47388, Head : 0.41702, Avg : 0.44545 + +2023-05-13 16:52:50,036 - ice14ws_128 - [INFO] - [Epoch 187]: Training Loss: 0.0015174, Valid MRR: 0.44818, + + + +2023-05-13 16:52:51,058 - ice14ws_128 - [INFO] - [E:188| 0]: Train Loss:0.0015059, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:54:32,068 - ice14ws_128 - [INFO] - [E:188| 100]: Train Loss:0.0015163, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:56:12,572 - ice14ws_128 - [INFO] - [E:188| 200]: Train Loss:0.0015169, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:57:53,583 - ice14ws_128 - [INFO] - [E:188| 300]: Train Loss:0.0015165, Val MRR:0.44818, ice14ws_128 +2023-05-13 16:59:26,932 - ice14ws_128 - [INFO] - [E:188| 400]: Train Loss:0.0015167, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:01:06,627 - ice14ws_128 - [INFO] - [E:188| 500]: Train Loss:0.0015171, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:02:47,894 - ice14ws_128 - [INFO] - [E:188| 600]: Train Loss:0.0015168, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:04:28,798 - ice14ws_128 - [INFO] - [E:188| 700]: Train Loss:0.0015168, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:06:09,883 - ice14ws_128 - [INFO] - [E:188| 800]: Train Loss:0.0015168, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:07:43,972 - ice14ws_128 - [INFO] - [E:188| 900]: Train Loss:0.0015167, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:08:51,507 - ice14ws_128 - [INFO] - [Epoch:188]: Training Loss:0.001517 + +2023-05-13 17:08:51,850 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 17:09:15,221 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 17:09:38,194 - ice14ws_128 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.47342, Head : 0.41586, Avg : 0.44464 + +2023-05-13 17:09:38,194 - ice14ws_128 - [INFO] - [Epoch 188]: Training Loss: 0.0015169, Valid MRR: 0.44818, + + + +2023-05-13 17:09:39,052 - ice14ws_128 - [INFO] - [E:189| 0]: Train Loss:0.0015149, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:11:20,226 - ice14ws_128 - [INFO] - [E:189| 100]: Train Loss:0.0015156, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:13:01,712 - ice14ws_128 - [INFO] - [E:189| 200]: Train Loss:0.0015158, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:14:42,911 - ice14ws_128 - [INFO] - [E:189| 300]: Train Loss:0.0015165, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:16:14,324 - ice14ws_128 - [INFO] - [E:189| 400]: Train Loss:0.0015168, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:17:55,431 - ice14ws_128 - [INFO] - [E:189| 500]: Train Loss:0.0015166, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:19:39,455 - ice14ws_128 - [INFO] - [E:189| 600]: Train Loss:0.0015166, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:21:20,681 - ice14ws_128 - [INFO] - [E:189| 700]: Train Loss:0.0015164, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:23:01,877 - ice14ws_128 - [INFO] - [E:189| 800]: Train Loss:0.0015163, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:24:34,638 - ice14ws_128 - [INFO] - [E:189| 900]: Train Loss:0.0015164, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:25:44,696 - ice14ws_128 - [INFO] - [Epoch:189]: Training Loss:0.001516 + +2023-05-13 17:25:45,208 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 17:26:08,352 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 17:26:30,987 - ice14ws_128 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.47134, Head : 0.41762, Avg : 0.44448 + MR: Tail : 585.34, Head : 692.89, Avg : 639.12 + Hit-1: Tail : 0.38524, Head : 0.33281, Avg : 0.35902 + Hit-3: Tail : 0.51924, Head : 0.46025, Avg : 0.48974 + Hit-10: Tail : 0.62787, Head : 0.57895, Avg : 0.60341 +2023-05-13 17:26:30,987 - ice14ws_128 - [INFO] - [Epoch 189]: Training Loss: 0.0015165, Valid MRR: 0.44818, + + + +2023-05-13 17:26:32,171 - ice14ws_128 - [INFO] - [E:190| 0]: Train Loss:0.0015225, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:28:13,586 - ice14ws_128 - [INFO] - [E:190| 100]: Train Loss:0.0015154, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:29:55,758 - ice14ws_128 - [INFO] - [E:190| 200]: Train Loss:0.001516, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:31:37,776 - ice14ws_128 - [INFO] - [E:190| 300]: Train Loss:0.0015161, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:33:09,261 - ice14ws_128 - [INFO] - [E:190| 400]: Train Loss:0.0015162, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:34:50,727 - ice14ws_128 - [INFO] - [E:190| 500]: Train Loss:0.0015162, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:36:32,137 - ice14ws_128 - [INFO] - [E:190| 600]: Train Loss:0.0015163, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:38:14,027 - ice14ws_128 - [INFO] - [E:190| 700]: Train Loss:0.0015164, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:39:55,359 - ice14ws_128 - [INFO] - [E:190| 800]: Train Loss:0.0015163, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:41:26,312 - ice14ws_128 - [INFO] - [E:190| 900]: Train Loss:0.0015163, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:42:37,644 - ice14ws_128 - [INFO] - [Epoch:190]: Training Loss:0.001516 + +2023-05-13 17:42:37,994 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 17:43:01,065 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 17:43:23,380 - ice14ws_128 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.47361, Head : 0.41588, Avg : 0.44475 + +2023-05-13 17:43:23,380 - ice14ws_128 - [INFO] - [Epoch 190]: Training Loss: 0.0015164, Valid MRR: 0.44818, + + + +2023-05-13 17:43:24,565 - ice14ws_128 - [INFO] - [E:191| 0]: Train Loss:0.0015085, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:45:05,600 - ice14ws_128 - [INFO] - [E:191| 100]: Train Loss:0.0015169, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:46:46,621 - ice14ws_128 - [INFO] - [E:191| 200]: Train Loss:0.0015163, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:48:27,496 - ice14ws_128 - [INFO] - [E:191| 300]: Train Loss:0.001516, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:49:58,678 - ice14ws_128 - [INFO] - [E:191| 400]: Train Loss:0.0015158, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:51:39,452 - ice14ws_128 - [INFO] - [E:191| 500]: Train Loss:0.0015157, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:53:19,836 - ice14ws_128 - [INFO] - [E:191| 600]: Train Loss:0.0015155, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:55:00,226 - ice14ws_128 - [INFO] - [E:191| 700]: Train Loss:0.0015157, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:56:40,954 - ice14ws_128 - [INFO] - [E:191| 800]: Train Loss:0.0015158, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:58:12,015 - ice14ws_128 - [INFO] - [E:191| 900]: Train Loss:0.0015159, Val MRR:0.44818, ice14ws_128 +2023-05-13 17:59:22,285 - ice14ws_128 - [INFO] - [Epoch:191]: Training Loss:0.001516 + +2023-05-13 17:59:22,682 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 17:59:45,511 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 18:00:07,900 - ice14ws_128 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.47139, Head : 0.41926, Avg : 0.44532 + +2023-05-13 18:00:07,900 - ice14ws_128 - [INFO] - [Epoch 191]: Training Loss: 0.0015159, Valid MRR: 0.44818, + + + +2023-05-13 18:00:09,095 - ice14ws_128 - [INFO] - [E:192| 0]: Train Loss:0.0015149, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:01:49,302 - ice14ws_128 - [INFO] - [E:192| 100]: Train Loss:0.0015151, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:03:29,997 - ice14ws_128 - [INFO] - [E:192| 200]: Train Loss:0.0015157, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:05:12,556 - ice14ws_128 - [INFO] - [E:192| 300]: Train Loss:0.0015158, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:06:43,691 - ice14ws_128 - [INFO] - [E:192| 400]: Train Loss:0.0015156, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:08:24,184 - ice14ws_128 - [INFO] - [E:192| 500]: Train Loss:0.0015153, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:10:05,099 - ice14ws_128 - [INFO] - [E:192| 600]: Train Loss:0.0015154, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:11:46,691 - ice14ws_128 - [INFO] - [E:192| 700]: Train Loss:0.0015155, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:13:28,518 - ice14ws_128 - [INFO] - [E:192| 800]: Train Loss:0.0015155, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:14:59,546 - ice14ws_128 - [INFO] - [E:192| 900]: Train Loss:0.0015156, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:16:10,682 - ice14ws_128 - [INFO] - [Epoch:192]: Training Loss:0.001516 + +2023-05-13 18:16:11,079 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 18:16:33,966 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 18:16:56,474 - ice14ws_128 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.47479, Head : 0.42054, Avg : 0.44766 + +2023-05-13 18:16:56,474 - ice14ws_128 - [INFO] - [Epoch 192]: Training Loss: 0.0015156, Valid MRR: 0.44818, + + + +2023-05-13 18:16:57,508 - ice14ws_128 - [INFO] - [E:193| 0]: Train Loss:0.0015085, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:18:39,414 - ice14ws_128 - [INFO] - [E:193| 100]: Train Loss:0.0015135, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:20:20,029 - ice14ws_128 - [INFO] - [E:193| 200]: Train Loss:0.0015142, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:22:01,440 - ice14ws_128 - [INFO] - [E:193| 300]: Train Loss:0.0015145, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:23:32,577 - ice14ws_128 - [INFO] - [E:193| 400]: Train Loss:0.0015149, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:25:13,831 - ice14ws_128 - [INFO] - [E:193| 500]: Train Loss:0.0015153, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:26:54,702 - ice14ws_128 - [INFO] - [E:193| 600]: Train Loss:0.0015151, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:28:35,749 - ice14ws_128 - [INFO] - [E:193| 700]: Train Loss:0.0015151, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:30:16,185 - ice14ws_128 - [INFO] - [E:193| 800]: Train Loss:0.0015152, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:31:47,124 - ice14ws_128 - [INFO] - [E:193| 900]: Train Loss:0.0015152, Val MRR:0.44818, ice14ws_128 +2023-05-13 18:32:58,576 - ice14ws_128 - [INFO] - [Epoch:193]: Training Loss:0.001515 + +2023-05-13 18:32:58,891 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 18:33:21,968 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 18:33:44,452 - ice14ws_128 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.47619, Head : 0.42068, Avg : 0.44844 + +2023-05-13 18:33:45,682 - ice14ws_128 - [INFO] - [Epoch 193]: Training Loss: 0.0015152, Valid MRR: 0.44844, + + + +2023-05-13 18:33:46,883 - ice14ws_128 - [INFO] - [E:194| 0]: Train Loss:0.0015268, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:35:27,853 - ice14ws_128 - [INFO] - [E:194| 100]: Train Loss:0.0015133, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:37:09,058 - ice14ws_128 - [INFO] - [E:194| 200]: Train Loss:0.0015137, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:38:44,094 - ice14ws_128 - [INFO] - [E:194| 300]: Train Loss:0.0015145, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:40:20,799 - ice14ws_128 - [INFO] - [E:194| 400]: Train Loss:0.0015145, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:42:01,327 - ice14ws_128 - [INFO] - [E:194| 500]: Train Loss:0.0015146, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:43:41,635 - ice14ws_128 - [INFO] - [E:194| 600]: Train Loss:0.0015148, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:45:22,688 - ice14ws_128 - [INFO] - [E:194| 700]: Train Loss:0.0015147, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:46:59,421 - ice14ws_128 - [INFO] - [E:194| 800]: Train Loss:0.0015148, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:48:34,465 - ice14ws_128 - [INFO] - [E:194| 900]: Train Loss:0.0015148, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:49:45,205 - ice14ws_128 - [INFO] - [Epoch:194]: Training Loss:0.001515 + +2023-05-13 18:49:45,668 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 18:50:08,602 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 18:50:33,270 - ice14ws_128 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.47373, Head : 0.41747, Avg : 0.4456 + +2023-05-13 18:50:33,270 - ice14ws_128 - [INFO] - [Epoch 194]: Training Loss: 0.0015149, Valid MRR: 0.44844, + + + +2023-05-13 18:50:34,465 - ice14ws_128 - [INFO] - [E:195| 0]: Train Loss:0.0015025, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:52:14,989 - ice14ws_128 - [INFO] - [E:195| 100]: Train Loss:0.0015143, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:53:55,343 - ice14ws_128 - [INFO] - [E:195| 200]: Train Loss:0.0015147, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:55:27,700 - ice14ws_128 - [INFO] - [E:195| 300]: Train Loss:0.0015142, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:57:07,179 - ice14ws_128 - [INFO] - [E:195| 400]: Train Loss:0.0015142, Val MRR:0.44844, ice14ws_128 +2023-05-13 18:58:48,227 - ice14ws_128 - [INFO] - [E:195| 500]: Train Loss:0.001514, Val MRR:0.44844, ice14ws_128 +2023-05-13 19:00:29,284 - ice14ws_128 - [INFO] - [E:195| 600]: Train Loss:0.0015143, Val MRR:0.44844, ice14ws_128 +2023-05-13 19:02:09,996 - ice14ws_128 - [INFO] - [E:195| 700]: Train Loss:0.0015144, Val MRR:0.44844, ice14ws_128 +2023-05-13 19:03:40,330 - ice14ws_128 - [INFO] - [E:195| 800]: Train Loss:0.0015145, Val MRR:0.44844, ice14ws_128 +2023-05-13 19:05:20,973 - ice14ws_128 - [INFO] - [E:195| 900]: Train Loss:0.0015146, Val MRR:0.44844, ice14ws_128 +2023-05-13 19:06:31,805 - ice14ws_128 - [INFO] - [Epoch:195]: Training Loss:0.001515 + +2023-05-13 19:06:32,085 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 19:06:55,102 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 19:07:17,515 - ice14ws_128 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.47748, Head : 0.42451, Avg : 0.451 + +2023-05-13 19:07:18,804 - ice14ws_128 - [INFO] - [Epoch 195]: Training Loss: 0.0015146, Valid MRR: 0.451, + + + +2023-05-13 19:07:20,007 - ice14ws_128 - [INFO] - [E:196| 0]: Train Loss:0.0015298, Val MRR:0.451, ice14ws_128 +2023-05-13 19:08:59,944 - ice14ws_128 - [INFO] - [E:196| 100]: Train Loss:0.0015148, Val MRR:0.451, ice14ws_128 +2023-05-13 19:10:40,606 - ice14ws_128 - [INFO] - [E:196| 200]: Train Loss:0.0015149, Val MRR:0.451, ice14ws_128 +2023-05-13 19:12:11,221 - ice14ws_128 - [INFO] - [E:196| 300]: Train Loss:0.0015143, Val MRR:0.451, ice14ws_128 +2023-05-13 19:13:51,658 - ice14ws_128 - [INFO] - [E:196| 400]: Train Loss:0.0015138, Val MRR:0.451, ice14ws_128 +2023-05-13 19:15:32,048 - ice14ws_128 - [INFO] - [E:196| 500]: Train Loss:0.001514, Val MRR:0.451, ice14ws_128 +2023-05-13 19:17:12,847 - ice14ws_128 - [INFO] - [E:196| 600]: Train Loss:0.001514, Val MRR:0.451, ice14ws_128 +2023-05-13 19:18:52,866 - ice14ws_128 - [INFO] - [E:196| 700]: Train Loss:0.0015141, Val MRR:0.451, ice14ws_128 +2023-05-13 19:20:23,743 - ice14ws_128 - [INFO] - [E:196| 800]: Train Loss:0.0015141, Val MRR:0.451, ice14ws_128 +2023-05-13 19:22:04,380 - ice14ws_128 - [INFO] - [E:196| 900]: Train Loss:0.0015141, Val MRR:0.451, ice14ws_128 +2023-05-13 19:23:14,953 - ice14ws_128 - [INFO] - [Epoch:196]: Training Loss:0.001514 + +2023-05-13 19:23:15,433 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 19:23:38,174 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 19:24:00,520 - ice14ws_128 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.47576, Head : 0.41862, Avg : 0.44719 + +2023-05-13 19:24:00,520 - ice14ws_128 - [INFO] - [Epoch 196]: Training Loss: 0.0015141, Valid MRR: 0.451, + + + +2023-05-13 19:24:01,567 - ice14ws_128 - [INFO] - [E:197| 0]: Train Loss:0.0015162, Val MRR:0.451, ice14ws_128 +2023-05-13 19:25:42,202 - ice14ws_128 - [INFO] - [E:197| 100]: Train Loss:0.0015129, Val MRR:0.451, ice14ws_128 +2023-05-13 19:27:22,651 - ice14ws_128 - [INFO] - [E:197| 200]: Train Loss:0.001513, Val MRR:0.451, ice14ws_128 +2023-05-13 19:28:53,699 - ice14ws_128 - [INFO] - [E:197| 300]: Train Loss:0.0015127, Val MRR:0.451, ice14ws_128 +2023-05-13 19:30:34,618 - ice14ws_128 - [INFO] - [E:197| 400]: Train Loss:0.0015129, Val MRR:0.451, ice14ws_128 +2023-05-13 19:32:15,565 - ice14ws_128 - [INFO] - [E:197| 500]: Train Loss:0.0015131, Val MRR:0.451, ice14ws_128 +2023-05-13 19:33:56,368 - ice14ws_128 - [INFO] - [E:197| 600]: Train Loss:0.0015133, Val MRR:0.451, ice14ws_128 +2023-05-13 19:35:37,189 - ice14ws_128 - [INFO] - [E:197| 700]: Train Loss:0.0015132, Val MRR:0.451, ice14ws_128 +2023-05-13 19:37:10,881 - ice14ws_128 - [INFO] - [E:197| 800]: Train Loss:0.0015134, Val MRR:0.451, ice14ws_128 +2023-05-13 19:38:51,750 - ice14ws_128 - [INFO] - [E:197| 900]: Train Loss:0.0015135, Val MRR:0.451, ice14ws_128 +2023-05-13 19:40:02,250 - ice14ws_128 - [INFO] - [Epoch:197]: Training Loss:0.001514 + +2023-05-13 19:40:02,768 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 19:40:25,571 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 19:40:47,945 - ice14ws_128 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.47734, Head : 0.41774, Avg : 0.44754 + +2023-05-13 19:40:47,945 - ice14ws_128 - [INFO] - [Epoch 197]: Training Loss: 0.0015136, Valid MRR: 0.451, + + + +2023-05-13 19:40:49,035 - ice14ws_128 - [INFO] - [E:198| 0]: Train Loss:0.0015347, Val MRR:0.451, ice14ws_128 +2023-05-13 19:42:30,236 - ice14ws_128 - [INFO] - [E:198| 100]: Train Loss:0.0015152, Val MRR:0.451, ice14ws_128 +2023-05-13 19:44:11,409 - ice14ws_128 - [INFO] - [E:198| 200]: Train Loss:0.0015138, Val MRR:0.451, ice14ws_128 +2023-05-13 19:45:42,257 - ice14ws_128 - [INFO] - [E:198| 300]: Train Loss:0.0015139, Val MRR:0.451, ice14ws_128 +2023-05-13 19:47:22,403 - ice14ws_128 - [INFO] - [E:198| 400]: Train Loss:0.0015137, Val MRR:0.451, ice14ws_128 +2023-05-13 19:49:03,281 - ice14ws_128 - [INFO] - [E:198| 500]: Train Loss:0.0015134, Val MRR:0.451, ice14ws_128 +2023-05-13 19:50:43,885 - ice14ws_128 - [INFO] - [E:198| 600]: Train Loss:0.0015134, Val MRR:0.451, ice14ws_128 +2023-05-13 19:52:25,378 - ice14ws_128 - [INFO] - [E:198| 700]: Train Loss:0.0015133, Val MRR:0.451, ice14ws_128 +2023-05-13 19:53:56,607 - ice14ws_128 - [INFO] - [E:198| 800]: Train Loss:0.0015134, Val MRR:0.451, ice14ws_128 +2023-05-13 19:55:37,823 - ice14ws_128 - [INFO] - [E:198| 900]: Train Loss:0.0015134, Val MRR:0.451, ice14ws_128 +2023-05-13 19:56:49,235 - ice14ws_128 - [INFO] - [Epoch:198]: Training Loss:0.001514 + +2023-05-13 19:56:49,733 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 19:57:12,451 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 19:57:34,784 - ice14ws_128 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.47599, Head : 0.41927, Avg : 0.44763 + +2023-05-13 19:57:34,784 - ice14ws_128 - [INFO] - [Epoch 198]: Training Loss: 0.0015135, Valid MRR: 0.451, + + + +2023-05-13 19:57:35,900 - ice14ws_128 - [INFO] - [E:199| 0]: Train Loss:0.0015025, Val MRR:0.451, ice14ws_128 +2023-05-13 19:59:17,337 - ice14ws_128 - [INFO] - [E:199| 100]: Train Loss:0.0015143, Val MRR:0.451, ice14ws_128 +2023-05-13 20:00:58,694 - ice14ws_128 - [INFO] - [E:199| 200]: Train Loss:0.0015133, Val MRR:0.451, ice14ws_128 +2023-05-13 20:02:29,707 - ice14ws_128 - [INFO] - [E:199| 300]: Train Loss:0.0015136, Val MRR:0.451, ice14ws_128 +2023-05-13 20:04:10,733 - ice14ws_128 - [INFO] - [E:199| 400]: Train Loss:0.0015134, Val MRR:0.451, ice14ws_128 +2023-05-13 20:05:52,098 - ice14ws_128 - [INFO] - [E:199| 500]: Train Loss:0.0015133, Val MRR:0.451, ice14ws_128 +2023-05-13 20:07:32,373 - ice14ws_128 - [INFO] - [E:199| 600]: Train Loss:0.001513, Val MRR:0.451, ice14ws_128 +2023-05-13 20:09:12,710 - ice14ws_128 - [INFO] - [E:199| 700]: Train Loss:0.001513, Val MRR:0.451, ice14ws_128 +2023-05-13 20:10:43,272 - ice14ws_128 - [INFO] - [E:199| 800]: Train Loss:0.001513, Val MRR:0.451, ice14ws_128 +2023-05-13 20:12:24,142 - ice14ws_128 - [INFO] - [E:199| 900]: Train Loss:0.001513, Val MRR:0.451, ice14ws_128 +2023-05-13 20:13:34,958 - ice14ws_128 - [INFO] - [Epoch:199]: Training Loss:0.001513 + +2023-05-13 20:13:35,475 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 20:13:58,202 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 20:14:20,526 - ice14ws_128 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.47156, Head : 0.4176, Avg : 0.44458 + MR: Tail : 583.56, Head : 686.7, Avg : 635.13 + Hit-1: Tail : 0.38755, Head : 0.33341, Avg : 0.36048 + Hit-3: Tail : 0.51742, Head : 0.45685, Avg : 0.48713 + Hit-10: Tail : 0.62726, Head : 0.57835, Avg : 0.6028 +2023-05-13 20:14:20,526 - ice14ws_128 - [INFO] - [Epoch 199]: Training Loss: 0.001513, Valid MRR: 0.451, + + + +2023-05-13 20:14:21,613 - ice14ws_128 - [INFO] - [E:200| 0]: Train Loss:0.0015049, Val MRR:0.451, ice14ws_128 +2023-05-13 20:16:02,516 - ice14ws_128 - [INFO] - [E:200| 100]: Train Loss:0.0015131, Val MRR:0.451, ice14ws_128 +2023-05-13 20:17:41,261 - ice14ws_128 - [INFO] - [E:200| 200]: Train Loss:0.0015126, Val MRR:0.451, ice14ws_128 +2023-05-13 20:19:14,165 - ice14ws_128 - [INFO] - [E:200| 300]: Train Loss:0.0015125, Val MRR:0.451, ice14ws_128 +2023-05-13 20:20:55,059 - ice14ws_128 - [INFO] - [E:200| 400]: Train Loss:0.0015124, Val MRR:0.451, ice14ws_128 +2023-05-13 20:22:38,496 - ice14ws_128 - [INFO] - [E:200| 500]: Train Loss:0.0015124, Val MRR:0.451, ice14ws_128 +2023-05-13 20:24:20,361 - ice14ws_128 - [INFO] - [E:200| 600]: Train Loss:0.0015123, Val MRR:0.451, ice14ws_128 +2023-05-13 20:26:01,081 - ice14ws_128 - [INFO] - [E:200| 700]: Train Loss:0.0015124, Val MRR:0.451, ice14ws_128 +2023-05-13 20:27:33,641 - ice14ws_128 - [INFO] - [E:200| 800]: Train Loss:0.0015126, Val MRR:0.451, ice14ws_128 +2023-05-13 20:29:14,108 - ice14ws_128 - [INFO] - [E:200| 900]: Train Loss:0.0015127, Val MRR:0.451, ice14ws_128 +2023-05-13 20:30:25,012 - ice14ws_128 - [INFO] - [Epoch:200]: Training Loss:0.001513 + +2023-05-13 20:30:25,455 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 20:30:48,200 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 20:31:10,649 - ice14ws_128 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.47716, Head : 0.42114, Avg : 0.44915 + +2023-05-13 20:31:10,649 - ice14ws_128 - [INFO] - [Epoch 200]: Training Loss: 0.0015129, Valid MRR: 0.451, + + + +2023-05-13 20:31:11,723 - ice14ws_128 - [INFO] - [E:201| 0]: Train Loss:0.0015135, Val MRR:0.451, ice14ws_128 +2023-05-13 20:32:52,566 - ice14ws_128 - [INFO] - [E:201| 100]: Train Loss:0.0015117, Val MRR:0.451, ice14ws_128 +2023-05-13 20:34:27,485 - ice14ws_128 - [INFO] - [E:201| 200]: Train Loss:0.0015122, Val MRR:0.451, ice14ws_128 +2023-05-13 20:36:03,375 - ice14ws_128 - [INFO] - [E:201| 300]: Train Loss:0.0015124, Val MRR:0.451, ice14ws_128 +2023-05-13 20:37:43,236 - ice14ws_128 - [INFO] - [E:201| 400]: Train Loss:0.0015123, Val MRR:0.451, ice14ws_128 +2023-05-13 20:39:23,722 - ice14ws_128 - [INFO] - [E:201| 500]: Train Loss:0.0015124, Val MRR:0.451, ice14ws_128 +2023-05-13 20:41:04,684 - ice14ws_128 - [INFO] - [E:201| 600]: Train Loss:0.0015123, Val MRR:0.451, ice14ws_128 +2023-05-13 20:42:39,620 - ice14ws_128 - [INFO] - [E:201| 700]: Train Loss:0.0015126, Val MRR:0.451, ice14ws_128 +2023-05-13 20:44:16,269 - ice14ws_128 - [INFO] - [E:201| 800]: Train Loss:0.0015125, Val MRR:0.451, ice14ws_128 +2023-05-13 20:45:56,929 - ice14ws_128 - [INFO] - [E:201| 900]: Train Loss:0.0015125, Val MRR:0.451, ice14ws_128 +2023-05-13 20:47:07,685 - ice14ws_128 - [INFO] - [Epoch:201]: Training Loss:0.001513 + +2023-05-13 20:47:08,133 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 20:47:30,755 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 20:47:53,344 - ice14ws_128 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.47415, Head : 0.42149, Avg : 0.44782 + +2023-05-13 20:47:53,344 - ice14ws_128 - [INFO] - [Epoch 201]: Training Loss: 0.0015126, Valid MRR: 0.451, + + + +2023-05-13 20:47:54,140 - ice14ws_128 - [INFO] - [E:202| 0]: Train Loss:0.0015021, Val MRR:0.451, ice14ws_128 +2023-05-13 20:49:34,989 - ice14ws_128 - [INFO] - [E:202| 100]: Train Loss:0.0015115, Val MRR:0.451, ice14ws_128 +2023-05-13 20:51:05,901 - ice14ws_128 - [INFO] - [E:202| 200]: Train Loss:0.0015118, Val MRR:0.451, ice14ws_128 +2023-05-13 20:52:46,747 - ice14ws_128 - [INFO] - [E:202| 300]: Train Loss:0.0015115, Val MRR:0.451, ice14ws_128 +2023-05-13 20:54:27,164 - ice14ws_128 - [INFO] - [E:202| 400]: Train Loss:0.0015119, Val MRR:0.451, ice14ws_128 +2023-05-13 20:56:07,196 - ice14ws_128 - [INFO] - [E:202| 500]: Train Loss:0.0015122, Val MRR:0.451, ice14ws_128 +2023-05-13 20:57:47,478 - ice14ws_128 - [INFO] - [E:202| 600]: Train Loss:0.0015121, Val MRR:0.451, ice14ws_128 +2023-05-13 20:59:19,585 - ice14ws_128 - [INFO] - [E:202| 700]: Train Loss:0.0015123, Val MRR:0.451, ice14ws_128 +2023-05-13 21:00:58,667 - ice14ws_128 - [INFO] - [E:202| 800]: Train Loss:0.0015123, Val MRR:0.451, ice14ws_128 +2023-05-13 21:02:39,875 - ice14ws_128 - [INFO] - [E:202| 900]: Train Loss:0.0015124, Val MRR:0.451, ice14ws_128 +2023-05-13 21:03:50,674 - ice14ws_128 - [INFO] - [Epoch:202]: Training Loss:0.001512 + +2023-05-13 21:03:51,018 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 21:04:14,123 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 21:04:36,436 - ice14ws_128 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.47263, Head : 0.4203, Avg : 0.44647 + +2023-05-13 21:04:36,436 - ice14ws_128 - [INFO] - [Epoch 202]: Training Loss: 0.0015123, Valid MRR: 0.451, + + + +2023-05-13 21:04:37,607 - ice14ws_128 - [INFO] - [E:203| 0]: Train Loss:0.0015207, Val MRR:0.451, ice14ws_128 +2023-05-13 21:06:18,207 - ice14ws_128 - [INFO] - [E:203| 100]: Train Loss:0.00151, Val MRR:0.451, ice14ws_128 +2023-05-13 21:07:51,708 - ice14ws_128 - [INFO] - [E:203| 200]: Train Loss:0.0015106, Val MRR:0.451, ice14ws_128 +2023-05-13 21:09:32,440 - ice14ws_128 - [INFO] - [E:203| 300]: Train Loss:0.0015113, Val MRR:0.451, ice14ws_128 +2023-05-13 21:11:13,605 - ice14ws_128 - [INFO] - [E:203| 400]: Train Loss:0.0015115, Val MRR:0.451, ice14ws_128 +2023-05-13 21:12:55,071 - ice14ws_128 - [INFO] - [E:203| 500]: Train Loss:0.0015115, Val MRR:0.451, ice14ws_128 +2023-05-13 21:14:36,009 - ice14ws_128 - [INFO] - [E:203| 600]: Train Loss:0.0015117, Val MRR:0.451, ice14ws_128 +2023-05-13 21:16:06,872 - ice14ws_128 - [INFO] - [E:203| 700]: Train Loss:0.0015117, Val MRR:0.451, ice14ws_128 +2023-05-13 21:17:47,152 - ice14ws_128 - [INFO] - [E:203| 800]: Train Loss:0.0015118, Val MRR:0.451, ice14ws_128 +2023-05-13 21:19:28,296 - ice14ws_128 - [INFO] - [E:203| 900]: Train Loss:0.0015118, Val MRR:0.451, ice14ws_128 +2023-05-13 21:20:39,784 - ice14ws_128 - [INFO] - [Epoch:203]: Training Loss:0.001512 + +2023-05-13 21:20:40,149 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 21:21:02,842 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 21:21:25,372 - ice14ws_128 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.47738, Head : 0.4201, Avg : 0.44874 + +2023-05-13 21:21:25,372 - ice14ws_128 - [INFO] - [Epoch 203]: Training Loss: 0.001512, Valid MRR: 0.451, + + + +2023-05-13 21:21:26,470 - ice14ws_128 - [INFO] - [E:204| 0]: Train Loss:0.001505, Val MRR:0.451, ice14ws_128 +2023-05-13 21:23:07,761 - ice14ws_128 - [INFO] - [E:204| 100]: Train Loss:0.0015096, Val MRR:0.451, ice14ws_128 +2023-05-13 21:24:38,984 - ice14ws_128 - [INFO] - [E:204| 200]: Train Loss:0.0015097, Val MRR:0.451, ice14ws_128 +2023-05-13 21:26:20,740 - ice14ws_128 - [INFO] - [E:204| 300]: Train Loss:0.0015103, Val MRR:0.451, ice14ws_128 +2023-05-13 21:28:02,051 - ice14ws_128 - [INFO] - [E:204| 400]: Train Loss:0.0015106, Val MRR:0.451, ice14ws_128 +2023-05-13 21:29:43,161 - ice14ws_128 - [INFO] - [E:204| 500]: Train Loss:0.0015106, Val MRR:0.451, ice14ws_128 +2023-05-13 21:31:24,227 - ice14ws_128 - [INFO] - [E:204| 600]: Train Loss:0.0015109, Val MRR:0.451, ice14ws_128 +2023-05-13 21:32:55,201 - ice14ws_128 - [INFO] - [E:204| 700]: Train Loss:0.0015112, Val MRR:0.451, ice14ws_128 +2023-05-13 21:34:36,305 - ice14ws_128 - [INFO] - [E:204| 800]: Train Loss:0.0015113, Val MRR:0.451, ice14ws_128 +2023-05-13 21:36:17,110 - ice14ws_128 - [INFO] - [E:204| 900]: Train Loss:0.0015114, Val MRR:0.451, ice14ws_128 +2023-05-13 21:37:27,930 - ice14ws_128 - [INFO] - [Epoch:204]: Training Loss:0.001511 + +2023-05-13 21:37:28,192 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 21:37:50,999 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 21:38:13,351 - ice14ws_128 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.47621, Head : 0.42294, Avg : 0.44958 + +2023-05-13 21:38:13,351 - ice14ws_128 - [INFO] - [Epoch 204]: Training Loss: 0.0015114, Valid MRR: 0.451, + + + +2023-05-13 21:38:14,424 - ice14ws_128 - [INFO] - [E:205| 0]: Train Loss:0.0015128, Val MRR:0.451, ice14ws_128 +2023-05-13 21:39:55,357 - ice14ws_128 - [INFO] - [E:205| 100]: Train Loss:0.00151, Val MRR:0.451, ice14ws_128 +2023-05-13 21:41:26,313 - ice14ws_128 - [INFO] - [E:205| 200]: Train Loss:0.0015114, Val MRR:0.451, ice14ws_128 +2023-05-13 21:43:07,350 - ice14ws_128 - [INFO] - [E:205| 300]: Train Loss:0.0015118, Val MRR:0.451, ice14ws_128 +2023-05-13 21:44:48,378 - ice14ws_128 - [INFO] - [E:205| 400]: Train Loss:0.0015117, Val MRR:0.451, ice14ws_128 +2023-05-13 21:46:28,764 - ice14ws_128 - [INFO] - [E:205| 500]: Train Loss:0.0015113, Val MRR:0.451, ice14ws_128 +2023-05-13 21:48:09,783 - ice14ws_128 - [INFO] - [E:205| 600]: Train Loss:0.0015111, Val MRR:0.451, ice14ws_128 +2023-05-13 21:49:40,345 - ice14ws_128 - [INFO] - [E:205| 700]: Train Loss:0.0015112, Val MRR:0.451, ice14ws_128 +2023-05-13 21:51:21,165 - ice14ws_128 - [INFO] - [E:205| 800]: Train Loss:0.0015115, Val MRR:0.451, ice14ws_128 +2023-05-13 21:53:04,624 - ice14ws_128 - [INFO] - [E:205| 900]: Train Loss:0.0015115, Val MRR:0.451, ice14ws_128 +2023-05-13 21:54:15,470 - ice14ws_128 - [INFO] - [Epoch:205]: Training Loss:0.001512 + +2023-05-13 21:54:15,823 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 21:54:38,884 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 21:55:01,401 - ice14ws_128 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.47516, Head : 0.42144, Avg : 0.4483 + +2023-05-13 21:55:01,401 - ice14ws_128 - [INFO] - [Epoch 205]: Training Loss: 0.0015116, Valid MRR: 0.451, + + + +2023-05-13 21:55:02,470 - ice14ws_128 - [INFO] - [E:206| 0]: Train Loss:0.001511, Val MRR:0.451, ice14ws_128 +2023-05-13 21:56:43,362 - ice14ws_128 - [INFO] - [E:206| 100]: Train Loss:0.0015112, Val MRR:0.451, ice14ws_128 +2023-05-13 21:58:14,961 - ice14ws_128 - [INFO] - [E:206| 200]: Train Loss:0.0015113, Val MRR:0.451, ice14ws_128 +2023-05-13 21:59:56,621 - ice14ws_128 - [INFO] - [E:206| 300]: Train Loss:0.0015109, Val MRR:0.451, ice14ws_128 +2023-05-13 22:01:38,223 - ice14ws_128 - [INFO] - [E:206| 400]: Train Loss:0.0015111, Val MRR:0.451, ice14ws_128 +2023-05-13 22:03:20,071 - ice14ws_128 - [INFO] - [E:206| 500]: Train Loss:0.0015107, Val MRR:0.451, ice14ws_128 +2023-05-13 22:05:01,218 - ice14ws_128 - [INFO] - [E:206| 600]: Train Loss:0.0015106, Val MRR:0.451, ice14ws_128 +2023-05-13 22:06:32,379 - ice14ws_128 - [INFO] - [E:206| 700]: Train Loss:0.0015108, Val MRR:0.451, ice14ws_128 +2023-05-13 22:08:12,465 - ice14ws_128 - [INFO] - [E:206| 800]: Train Loss:0.0015111, Val MRR:0.451, ice14ws_128 +2023-05-13 22:09:52,956 - ice14ws_128 - [INFO] - [E:206| 900]: Train Loss:0.001511, Val MRR:0.451, ice14ws_128 +2023-05-13 22:11:03,252 - ice14ws_128 - [INFO] - [Epoch:206]: Training Loss:0.001511 + +2023-05-13 22:11:03,648 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 22:11:26,532 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 22:11:49,158 - ice14ws_128 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.47054, Head : 0.41623, Avg : 0.44339 + +2023-05-13 22:11:49,158 - ice14ws_128 - [INFO] - [Epoch 206]: Training Loss: 0.0015111, Valid MRR: 0.451, + + + +2023-05-13 22:11:50,339 - ice14ws_128 - [INFO] - [E:207| 0]: Train Loss:0.0015175, Val MRR:0.451, ice14ws_128 +2023-05-13 22:13:28,124 - ice14ws_128 - [INFO] - [E:207| 100]: Train Loss:0.0015094, Val MRR:0.451, ice14ws_128 +2023-05-13 22:15:01,285 - ice14ws_128 - [INFO] - [E:207| 200]: Train Loss:0.0015097, Val MRR:0.451, ice14ws_128 +2023-05-13 22:16:41,976 - ice14ws_128 - [INFO] - [E:207| 300]: Train Loss:0.0015096, Val MRR:0.451, ice14ws_128 +2023-05-13 22:18:22,083 - ice14ws_128 - [INFO] - [E:207| 400]: Train Loss:0.0015096, Val MRR:0.451, ice14ws_128 +2023-05-13 22:20:02,053 - ice14ws_128 - [INFO] - [E:207| 500]: Train Loss:0.0015098, Val MRR:0.451, ice14ws_128 +2023-05-13 22:21:40,446 - ice14ws_128 - [INFO] - [E:207| 600]: Train Loss:0.00151, Val MRR:0.451, ice14ws_128 +2023-05-13 22:23:13,371 - ice14ws_128 - [INFO] - [E:207| 700]: Train Loss:0.0015102, Val MRR:0.451, ice14ws_128 +2023-05-13 22:24:53,943 - ice14ws_128 - [INFO] - [E:207| 800]: Train Loss:0.0015104, Val MRR:0.451, ice14ws_128 +2023-05-13 22:26:34,827 - ice14ws_128 - [INFO] - [E:207| 900]: Train Loss:0.0015106, Val MRR:0.451, ice14ws_128 +2023-05-13 22:27:45,139 - ice14ws_128 - [INFO] - [Epoch:207]: Training Loss:0.001511 + +2023-05-13 22:27:45,639 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 22:28:08,621 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 22:28:31,012 - ice14ws_128 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.47678, Head : 0.42133, Avg : 0.44905 + +2023-05-13 22:28:31,013 - ice14ws_128 - [INFO] - [Epoch 207]: Training Loss: 0.0015106, Valid MRR: 0.451, + + + +2023-05-13 22:28:31,793 - ice14ws_128 - [INFO] - [E:208| 0]: Train Loss:0.00151, Val MRR:0.451, ice14ws_128 +2023-05-13 22:30:04,468 - ice14ws_128 - [INFO] - [E:208| 100]: Train Loss:0.0015091, Val MRR:0.451, ice14ws_128 +2023-05-13 22:31:42,930 - ice14ws_128 - [INFO] - [E:208| 200]: Train Loss:0.001509, Val MRR:0.451, ice14ws_128 +2023-05-13 22:33:24,328 - ice14ws_128 - [INFO] - [E:208| 300]: Train Loss:0.0015096, Val MRR:0.451, ice14ws_128 +2023-05-13 22:35:06,294 - ice14ws_128 - [INFO] - [E:208| 400]: Train Loss:0.0015097, Val MRR:0.451, ice14ws_128 +2023-05-13 22:36:47,641 - ice14ws_128 - [INFO] - [E:208| 500]: Train Loss:0.0015101, Val MRR:0.451, ice14ws_128 +2023-05-13 22:38:20,566 - ice14ws_128 - [INFO] - [E:208| 600]: Train Loss:0.0015102, Val MRR:0.451, ice14ws_128 +2023-05-13 22:40:02,724 - ice14ws_128 - [INFO] - [E:208| 700]: Train Loss:0.0015103, Val MRR:0.451, ice14ws_128 +2023-05-13 22:41:43,849 - ice14ws_128 - [INFO] - [E:208| 800]: Train Loss:0.0015103, Val MRR:0.451, ice14ws_128 +2023-05-13 22:43:24,583 - ice14ws_128 - [INFO] - [E:208| 900]: Train Loss:0.0015103, Val MRR:0.451, ice14ws_128 +2023-05-13 22:44:35,690 - ice14ws_128 - [INFO] - [Epoch:208]: Training Loss:0.00151 + +2023-05-13 22:44:36,078 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 22:44:58,815 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 22:45:21,395 - ice14ws_128 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.47472, Head : 0.4183, Avg : 0.44651 + +2023-05-13 22:45:21,395 - ice14ws_128 - [INFO] - [Epoch 208]: Training Loss: 0.0015105, Valid MRR: 0.451, + + + +2023-05-13 22:45:22,499 - ice14ws_128 - [INFO] - [E:209| 0]: Train Loss:0.0015122, Val MRR:0.451, ice14ws_128 +2023-05-13 22:46:53,834 - ice14ws_128 - [INFO] - [E:209| 100]: Train Loss:0.0015108, Val MRR:0.451, ice14ws_128 +2023-05-13 22:48:34,524 - ice14ws_128 - [INFO] - [E:209| 200]: Train Loss:0.0015106, Val MRR:0.451, ice14ws_128 +2023-05-13 22:50:15,496 - ice14ws_128 - [INFO] - [E:209| 300]: Train Loss:0.0015104, Val MRR:0.451, ice14ws_128 +2023-05-13 22:51:56,219 - ice14ws_128 - [INFO] - [E:209| 400]: Train Loss:0.0015105, Val MRR:0.451, ice14ws_128 +2023-05-13 22:53:37,364 - ice14ws_128 - [INFO] - [E:209| 500]: Train Loss:0.0015108, Val MRR:0.451, ice14ws_128 +2023-05-13 22:55:08,808 - ice14ws_128 - [INFO] - [E:209| 600]: Train Loss:0.0015107, Val MRR:0.451, ice14ws_128 +2023-05-13 22:56:49,193 - ice14ws_128 - [INFO] - [E:209| 700]: Train Loss:0.0015105, Val MRR:0.451, ice14ws_128 +2023-05-13 22:58:30,197 - ice14ws_128 - [INFO] - [E:209| 800]: Train Loss:0.0015104, Val MRR:0.451, ice14ws_128 +2023-05-13 23:00:10,856 - ice14ws_128 - [INFO] - [E:209| 900]: Train Loss:0.0015105, Val MRR:0.451, ice14ws_128 +2023-05-13 23:01:21,539 - ice14ws_128 - [INFO] - [Epoch:209]: Training Loss:0.001511 + +2023-05-13 23:01:21,933 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 23:01:44,755 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 23:02:07,185 - ice14ws_128 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.474, Head : 0.42225, Avg : 0.44813 + MR: Tail : 589.42, Head : 696.52, Avg : 642.97 + Hit-1: Tail : 0.38937, Head : 0.339, Avg : 0.36418 + Hit-3: Tail : 0.52179, Head : 0.46049, Avg : 0.49114 + Hit-10: Tail : 0.62957, Head : 0.58393, Avg : 0.60675 +2023-05-13 23:02:07,186 - ice14ws_128 - [INFO] - [Epoch 209]: Training Loss: 0.0015106, Valid MRR: 0.451, + + + +2023-05-13 23:02:08,232 - ice14ws_128 - [INFO] - [E:210| 0]: Train Loss:0.001505, Val MRR:0.451, ice14ws_128 +2023-05-13 23:03:39,090 - ice14ws_128 - [INFO] - [E:210| 100]: Train Loss:0.0015102, Val MRR:0.451, ice14ws_128 +2023-05-13 23:05:19,805 - ice14ws_128 - [INFO] - [E:210| 200]: Train Loss:0.0015093, Val MRR:0.451, ice14ws_128 +2023-05-13 23:07:00,995 - ice14ws_128 - [INFO] - [E:210| 300]: Train Loss:0.0015097, Val MRR:0.451, ice14ws_128 +2023-05-13 23:08:42,311 - ice14ws_128 - [INFO] - [E:210| 400]: Train Loss:0.00151, Val MRR:0.451, ice14ws_128 +2023-05-13 23:10:23,500 - ice14ws_128 - [INFO] - [E:210| 500]: Train Loss:0.00151, Val MRR:0.451, ice14ws_128 +2023-05-13 23:11:54,973 - ice14ws_128 - [INFO] - [E:210| 600]: Train Loss:0.0015102, Val MRR:0.451, ice14ws_128 +2023-05-13 23:13:35,981 - ice14ws_128 - [INFO] - [E:210| 700]: Train Loss:0.0015102, Val MRR:0.451, ice14ws_128 +2023-05-13 23:15:17,372 - ice14ws_128 - [INFO] - [E:210| 800]: Train Loss:0.0015103, Val MRR:0.451, ice14ws_128 +2023-05-13 23:16:57,683 - ice14ws_128 - [INFO] - [E:210| 900]: Train Loss:0.0015102, Val MRR:0.451, ice14ws_128 +2023-05-13 23:18:09,003 - ice14ws_128 - [INFO] - [Epoch:210]: Training Loss:0.00151 + +2023-05-13 23:18:09,399 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 23:18:32,607 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 23:18:55,042 - ice14ws_128 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.47832, Head : 0.42359, Avg : 0.45096 + +2023-05-13 23:18:55,042 - ice14ws_128 - [INFO] - [Epoch 210]: Training Loss: 0.0015101, Valid MRR: 0.451, + + + +2023-05-13 23:18:56,228 - ice14ws_128 - [INFO] - [E:211| 0]: Train Loss:0.0015203, Val MRR:0.451, ice14ws_128 +2023-05-13 23:20:27,560 - ice14ws_128 - [INFO] - [E:211| 100]: Train Loss:0.0015103, Val MRR:0.451, ice14ws_128 +2023-05-13 23:22:08,745 - ice14ws_128 - [INFO] - [E:211| 200]: Train Loss:0.0015099, Val MRR:0.451, ice14ws_128 +2023-05-13 23:23:50,420 - ice14ws_128 - [INFO] - [E:211| 300]: Train Loss:0.0015099, Val MRR:0.451, ice14ws_128 +2023-05-13 23:25:34,450 - ice14ws_128 - [INFO] - [E:211| 400]: Train Loss:0.0015099, Val MRR:0.451, ice14ws_128 +2023-05-13 23:27:15,544 - ice14ws_128 - [INFO] - [E:211| 500]: Train Loss:0.0015099, Val MRR:0.451, ice14ws_128 +2023-05-13 23:28:46,273 - ice14ws_128 - [INFO] - [E:211| 600]: Train Loss:0.0015099, Val MRR:0.451, ice14ws_128 +2023-05-13 23:30:26,932 - ice14ws_128 - [INFO] - [E:211| 700]: Train Loss:0.0015099, Val MRR:0.451, ice14ws_128 +2023-05-13 23:32:07,609 - ice14ws_128 - [INFO] - [E:211| 800]: Train Loss:0.0015099, Val MRR:0.451, ice14ws_128 +2023-05-13 23:33:48,984 - ice14ws_128 - [INFO] - [E:211| 900]: Train Loss:0.00151, Val MRR:0.451, ice14ws_128 +2023-05-13 23:35:00,066 - ice14ws_128 - [INFO] - [Epoch:211]: Training Loss:0.00151 + +2023-05-13 23:35:00,324 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 23:35:23,089 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 23:35:45,546 - ice14ws_128 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.47354, Head : 0.42267, Avg : 0.4481 + +2023-05-13 23:35:45,546 - ice14ws_128 - [INFO] - [Epoch 211]: Training Loss: 0.0015098, Valid MRR: 0.451, + + + +2023-05-13 23:35:46,611 - ice14ws_128 - [INFO] - [E:212| 0]: Train Loss:0.0015063, Val MRR:0.451, ice14ws_128 +2023-05-13 23:37:17,538 - ice14ws_128 - [INFO] - [E:212| 100]: Train Loss:0.0015101, Val MRR:0.451, ice14ws_128 +2023-05-13 23:38:57,902 - ice14ws_128 - [INFO] - [E:212| 200]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-13 23:40:38,009 - ice14ws_128 - [INFO] - [E:212| 300]: Train Loss:0.0015086, Val MRR:0.451, ice14ws_128 +2023-05-13 23:42:18,032 - ice14ws_128 - [INFO] - [E:212| 400]: Train Loss:0.001509, Val MRR:0.451, ice14ws_128 +2023-05-13 23:43:58,347 - ice14ws_128 - [INFO] - [E:212| 500]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-13 23:45:28,935 - ice14ws_128 - [INFO] - [E:212| 600]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-13 23:47:10,246 - ice14ws_128 - [INFO] - [E:212| 700]: Train Loss:0.0015089, Val MRR:0.451, ice14ws_128 +2023-05-13 23:48:51,692 - ice14ws_128 - [INFO] - [E:212| 800]: Train Loss:0.001509, Val MRR:0.451, ice14ws_128 +2023-05-13 23:50:32,441 - ice14ws_128 - [INFO] - [E:212| 900]: Train Loss:0.0015091, Val MRR:0.451, ice14ws_128 +2023-05-13 23:51:43,472 - ice14ws_128 - [INFO] - [Epoch:212]: Training Loss:0.001509 + +2023-05-13 23:51:43,940 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-13 23:52:06,889 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-13 23:52:27,440 - ice14ws_128 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.47674, Head : 0.42118, Avg : 0.44896 + +2023-05-13 23:52:27,440 - ice14ws_128 - [INFO] - [Epoch 212]: Training Loss: 0.0015092, Valid MRR: 0.451, + + + +2023-05-13 23:52:28,103 - ice14ws_128 - [INFO] - [E:213| 0]: Train Loss:0.0015014, Val MRR:0.451, ice14ws_128 +2023-05-13 23:54:01,154 - ice14ws_128 - [INFO] - [E:213| 100]: Train Loss:0.0015079, Val MRR:0.451, ice14ws_128 +2023-05-13 23:55:41,860 - ice14ws_128 - [INFO] - [E:213| 200]: Train Loss:0.0015086, Val MRR:0.451, ice14ws_128 +2023-05-13 23:57:22,624 - ice14ws_128 - [INFO] - [E:213| 300]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-13 23:59:03,321 - ice14ws_128 - [INFO] - [E:213| 400]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-14 00:00:43,542 - ice14ws_128 - [INFO] - [E:213| 500]: Train Loss:0.0015091, Val MRR:0.451, ice14ws_128 +2023-05-14 00:02:15,171 - ice14ws_128 - [INFO] - [E:213| 600]: Train Loss:0.0015093, Val MRR:0.451, ice14ws_128 +2023-05-14 00:03:56,165 - ice14ws_128 - [INFO] - [E:213| 700]: Train Loss:0.0015094, Val MRR:0.451, ice14ws_128 +2023-05-14 00:05:37,370 - ice14ws_128 - [INFO] - [E:213| 800]: Train Loss:0.0015092, Val MRR:0.451, ice14ws_128 +2023-05-14 00:07:18,742 - ice14ws_128 - [INFO] - [E:213| 900]: Train Loss:0.0015093, Val MRR:0.451, ice14ws_128 +2023-05-14 00:08:29,647 - ice14ws_128 - [INFO] - [Epoch:213]: Training Loss:0.001509 + +2023-05-14 00:08:30,043 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 00:08:52,536 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 00:09:06,124 - ice14ws_128 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.47474, Head : 0.42293, Avg : 0.44884 + +2023-05-14 00:09:06,124 - ice14ws_128 - [INFO] - [Epoch 213]: Training Loss: 0.0015092, Valid MRR: 0.451, + + + +2023-05-14 00:09:06,769 - ice14ws_128 - [INFO] - [E:214| 0]: Train Loss:0.0015163, Val MRR:0.451, ice14ws_128 +2023-05-14 00:10:48,834 - ice14ws_128 - [INFO] - [E:214| 100]: Train Loss:0.0015081, Val MRR:0.451, ice14ws_128 +2023-05-14 00:12:29,497 - ice14ws_128 - [INFO] - [E:214| 200]: Train Loss:0.0015082, Val MRR:0.451, ice14ws_128 +2023-05-14 00:14:10,043 - ice14ws_128 - [INFO] - [E:214| 300]: Train Loss:0.0015086, Val MRR:0.451, ice14ws_128 +2023-05-14 00:15:50,506 - ice14ws_128 - [INFO] - [E:214| 400]: Train Loss:0.0015086, Val MRR:0.451, ice14ws_128 +2023-05-14 00:17:26,230 - ice14ws_128 - [INFO] - [E:214| 500]: Train Loss:0.0015087, Val MRR:0.451, ice14ws_128 +2023-05-14 00:19:01,977 - ice14ws_128 - [INFO] - [E:214| 600]: Train Loss:0.0015089, Val MRR:0.451, ice14ws_128 +2023-05-14 00:20:42,589 - ice14ws_128 - [INFO] - [E:214| 700]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-14 00:22:23,229 - ice14ws_128 - [INFO] - [E:214| 800]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-14 00:24:04,102 - ice14ws_128 - [INFO] - [E:214| 900]: Train Loss:0.001509, Val MRR:0.451, ice14ws_128 +2023-05-14 00:25:14,800 - ice14ws_128 - [INFO] - [Epoch:214]: Training Loss:0.001509 + +2023-05-14 00:25:15,172 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 00:25:36,012 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 00:25:49,598 - ice14ws_128 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.47539, Head : 0.41883, Avg : 0.44711 + +2023-05-14 00:25:49,598 - ice14ws_128 - [INFO] - [Epoch 214]: Training Loss: 0.0015091, Valid MRR: 0.451, + + + +2023-05-14 00:25:50,255 - ice14ws_128 - [INFO] - [E:215| 0]: Train Loss:0.0015047, Val MRR:0.451, ice14ws_128 +2023-05-14 00:27:31,297 - ice14ws_128 - [INFO] - [E:215| 100]: Train Loss:0.0015091, Val MRR:0.451, ice14ws_128 +2023-05-14 00:29:12,419 - ice14ws_128 - [INFO] - [E:215| 200]: Train Loss:0.0015084, Val MRR:0.451, ice14ws_128 +2023-05-14 00:30:53,151 - ice14ws_128 - [INFO] - [E:215| 300]: Train Loss:0.0015089, Val MRR:0.451, ice14ws_128 +2023-05-14 00:32:34,350 - ice14ws_128 - [INFO] - [E:215| 400]: Train Loss:0.0015089, Val MRR:0.451, ice14ws_128 +2023-05-14 00:34:06,079 - ice14ws_128 - [INFO] - [E:215| 500]: Train Loss:0.0015085, Val MRR:0.451, ice14ws_128 +2023-05-14 00:35:46,486 - ice14ws_128 - [INFO] - [E:215| 600]: Train Loss:0.0015085, Val MRR:0.451, ice14ws_128 +2023-05-14 00:37:28,070 - ice14ws_128 - [INFO] - [E:215| 700]: Train Loss:0.0015087, Val MRR:0.451, ice14ws_128 +2023-05-14 00:39:09,390 - ice14ws_128 - [INFO] - [E:215| 800]: Train Loss:0.0015086, Val MRR:0.451, ice14ws_128 +2023-05-14 00:40:50,607 - ice14ws_128 - [INFO] - [E:215| 900]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-14 00:42:00,860 - ice14ws_128 - [INFO] - [Epoch:215]: Training Loss:0.001509 + +2023-05-14 00:42:01,076 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 00:42:14,883 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 00:42:36,502 - ice14ws_128 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.47649, Head : 0.418, Avg : 0.44724 + +2023-05-14 00:42:36,502 - ice14ws_128 - [INFO] - [Epoch 215]: Training Loss: 0.0015089, Valid MRR: 0.451, + + + +2023-05-14 00:42:37,703 - ice14ws_128 - [INFO] - [E:216| 0]: Train Loss:0.0015041, Val MRR:0.451, ice14ws_128 +2023-05-14 00:44:18,715 - ice14ws_128 - [INFO] - [E:216| 100]: Train Loss:0.0015084, Val MRR:0.451, ice14ws_128 +2023-05-14 00:45:59,359 - ice14ws_128 - [INFO] - [E:216| 200]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-14 00:47:39,746 - ice14ws_128 - [INFO] - [E:216| 300]: Train Loss:0.0015089, Val MRR:0.451, ice14ws_128 +2023-05-14 00:49:20,860 - ice14ws_128 - [INFO] - [E:216| 400]: Train Loss:0.0015088, Val MRR:0.451, ice14ws_128 +2023-05-14 00:50:51,755 - ice14ws_128 - [INFO] - [E:216| 500]: Train Loss:0.0015086, Val MRR:0.451, ice14ws_128 +2023-05-14 00:52:32,211 - ice14ws_128 - [INFO] - [E:216| 600]: Train Loss:0.0015085, Val MRR:0.451, ice14ws_128 +2023-05-14 00:54:13,249 - ice14ws_128 - [INFO] - [E:216| 700]: Train Loss:0.0015084, Val MRR:0.451, ice14ws_128 +2023-05-14 00:55:56,282 - ice14ws_128 - [INFO] - [E:216| 800]: Train Loss:0.0015085, Val MRR:0.451, ice14ws_128 +2023-05-14 00:57:36,786 - ice14ws_128 - [INFO] - [E:216| 900]: Train Loss:0.0015086, Val MRR:0.451, ice14ws_128 +2023-05-14 00:58:46,286 - ice14ws_128 - [INFO] - [Epoch:216]: Training Loss:0.001509 + +2023-05-14 00:58:46,503 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 00:59:00,298 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 00:59:21,842 - ice14ws_128 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.47776, Head : 0.42417, Avg : 0.45096 + +2023-05-14 00:59:21,842 - ice14ws_128 - [INFO] - [Epoch 216]: Training Loss: 0.0015087, Valid MRR: 0.451, + + + +2023-05-14 00:59:22,922 - ice14ws_128 - [INFO] - [E:217| 0]: Train Loss:0.001518, Val MRR:0.451, ice14ws_128 +2023-05-14 01:01:03,218 - ice14ws_128 - [INFO] - [E:217| 100]: Train Loss:0.0015081, Val MRR:0.451, ice14ws_128 +2023-05-14 01:02:43,452 - ice14ws_128 - [INFO] - [E:217| 200]: Train Loss:0.0015081, Val MRR:0.451, ice14ws_128 +2023-05-14 01:04:23,934 - ice14ws_128 - [INFO] - [E:217| 300]: Train Loss:0.0015084, Val MRR:0.451, ice14ws_128 +2023-05-14 01:06:04,677 - ice14ws_128 - [INFO] - [E:217| 400]: Train Loss:0.0015085, Val MRR:0.451, ice14ws_128 +2023-05-14 01:07:35,447 - ice14ws_128 - [INFO] - [E:217| 500]: Train Loss:0.0015084, Val MRR:0.451, ice14ws_128 +2023-05-14 01:09:16,369 - ice14ws_128 - [INFO] - [E:217| 600]: Train Loss:0.0015083, Val MRR:0.451, ice14ws_128 +2023-05-14 01:10:57,166 - ice14ws_128 - [INFO] - [E:217| 700]: Train Loss:0.0015084, Val MRR:0.451, ice14ws_128 +2023-05-14 01:12:37,584 - ice14ws_128 - [INFO] - [E:217| 800]: Train Loss:0.0015085, Val MRR:0.451, ice14ws_128 +2023-05-14 01:14:18,276 - ice14ws_128 - [INFO] - [E:217| 900]: Train Loss:0.0015086, Val MRR:0.451, ice14ws_128 +2023-05-14 01:15:23,891 - ice14ws_128 - [INFO] - [Epoch:217]: Training Loss:0.001508 + +2023-05-14 01:15:24,108 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 01:15:41,994 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 01:16:04,498 - ice14ws_128 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.47694, Head : 0.42308, Avg : 0.45001 + +2023-05-14 01:16:04,499 - ice14ws_128 - [INFO] - [Epoch 217]: Training Loss: 0.0015085, Valid MRR: 0.451, + + + +2023-05-14 01:16:05,458 - ice14ws_128 - [INFO] - [E:218| 0]: Train Loss:0.0015123, Val MRR:0.451, ice14ws_128 +2023-05-14 01:17:46,116 - ice14ws_128 - [INFO] - [E:218| 100]: Train Loss:0.0015085, Val MRR:0.451, ice14ws_128 +2023-05-14 01:19:26,389 - ice14ws_128 - [INFO] - [E:218| 200]: Train Loss:0.0015084, Val MRR:0.451, ice14ws_128 +2023-05-14 01:21:06,558 - ice14ws_128 - [INFO] - [E:218| 300]: Train Loss:0.0015083, Val MRR:0.451, ice14ws_128 +2023-05-14 01:22:46,886 - ice14ws_128 - [INFO] - [E:218| 400]: Train Loss:0.0015082, Val MRR:0.451, ice14ws_128 +2023-05-14 01:24:17,716 - ice14ws_128 - [INFO] - [E:218| 500]: Train Loss:0.001508, Val MRR:0.451, ice14ws_128 +2023-05-14 01:25:58,106 - ice14ws_128 - [INFO] - [E:218| 600]: Train Loss:0.0015079, Val MRR:0.451, ice14ws_128 +2023-05-14 01:27:38,611 - ice14ws_128 - [INFO] - [E:218| 700]: Train Loss:0.001508, Val MRR:0.451, ice14ws_128 +2023-05-14 01:29:19,309 - ice14ws_128 - [INFO] - [E:218| 800]: Train Loss:0.001508, Val MRR:0.451, ice14ws_128 +2023-05-14 01:30:59,411 - ice14ws_128 - [INFO] - [E:218| 900]: Train Loss:0.0015079, Val MRR:0.451, ice14ws_128 +2023-05-14 01:32:03,278 - ice14ws_128 - [INFO] - [Epoch:218]: Training Loss:0.001508 + +2023-05-14 01:32:03,494 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 01:32:23,080 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 01:32:45,535 - ice14ws_128 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.4805, Head : 0.42569, Avg : 0.4531 + +2023-05-14 01:32:46,883 - ice14ws_128 - [INFO] - [Epoch 218]: Training Loss: 0.001508, Valid MRR: 0.4531, + + + +2023-05-14 01:32:48,093 - ice14ws_128 - [INFO] - [E:219| 0]: Train Loss:0.0014975, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:34:29,491 - ice14ws_128 - [INFO] - [E:219| 100]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:36:10,683 - ice14ws_128 - [INFO] - [E:219| 200]: Train Loss:0.0015078, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:37:51,626 - ice14ws_128 - [INFO] - [E:219| 300]: Train Loss:0.0015076, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:39:32,579 - ice14ws_128 - [INFO] - [E:219| 400]: Train Loss:0.0015078, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:41:02,500 - ice14ws_128 - [INFO] - [E:219| 500]: Train Loss:0.0015079, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:42:45,472 - ice14ws_128 - [INFO] - [E:219| 600]: Train Loss:0.0015081, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:44:26,307 - ice14ws_128 - [INFO] - [E:219| 700]: Train Loss:0.0015078, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:46:07,443 - ice14ws_128 - [INFO] - [E:219| 800]: Train Loss:0.0015078, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:47:48,440 - ice14ws_128 - [INFO] - [E:219| 900]: Train Loss:0.0015079, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:48:48,861 - ice14ws_128 - [INFO] - [Epoch:219]: Training Loss:0.001508 + +2023-05-14 01:48:49,255 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 01:49:12,041 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 01:49:34,047 - ice14ws_128 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.47992, Head : 0.42227, Avg : 0.45109 + MR: Tail : 591.59, Head : 700.96, Avg : 646.27 + Hit-1: Tail : 0.39459, Head : 0.33863, Avg : 0.36661 + Hit-3: Tail : 0.52713, Head : 0.46231, Avg : 0.49472 + Hit-10: Tail : 0.63758, Head : 0.58551, Avg : 0.61154 +2023-05-14 01:49:34,047 - ice14ws_128 - [INFO] - [Epoch 219]: Training Loss: 0.0015079, Valid MRR: 0.4531, + + + +2023-05-14 01:49:35,115 - ice14ws_128 - [INFO] - [E:220| 0]: Train Loss:0.0015141, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:51:15,988 - ice14ws_128 - [INFO] - [E:220| 100]: Train Loss:0.0015066, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:52:56,995 - ice14ws_128 - [INFO] - [E:220| 200]: Train Loss:0.0015068, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:54:38,103 - ice14ws_128 - [INFO] - [E:220| 300]: Train Loss:0.0015071, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:56:08,700 - ice14ws_128 - [INFO] - [E:220| 400]: Train Loss:0.0015072, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:57:49,685 - ice14ws_128 - [INFO] - [E:220| 500]: Train Loss:0.0015074, Val MRR:0.4531, ice14ws_128 +2023-05-14 01:59:30,540 - ice14ws_128 - [INFO] - [E:220| 600]: Train Loss:0.0015075, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:01:11,414 - ice14ws_128 - [INFO] - [E:220| 700]: Train Loss:0.0015074, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:02:52,456 - ice14ws_128 - [INFO] - [E:220| 800]: Train Loss:0.0015074, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:04:23,124 - ice14ws_128 - [INFO] - [E:220| 900]: Train Loss:0.0015076, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:05:33,997 - ice14ws_128 - [INFO] - [Epoch:220]: Training Loss:0.001508 + +2023-05-14 02:05:34,399 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 02:05:56,701 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 02:06:18,727 - ice14ws_128 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.47926, Head : 0.42506, Avg : 0.45216 + +2023-05-14 02:06:18,727 - ice14ws_128 - [INFO] - [Epoch 220]: Training Loss: 0.0015076, Valid MRR: 0.4531, + + + +2023-05-14 02:06:19,786 - ice14ws_128 - [INFO] - [E:221| 0]: Train Loss:0.0015091, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:08:00,472 - ice14ws_128 - [INFO] - [E:221| 100]: Train Loss:0.0015079, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:09:40,991 - ice14ws_128 - [INFO] - [E:221| 200]: Train Loss:0.0015072, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:11:22,077 - ice14ws_128 - [INFO] - [E:221| 300]: Train Loss:0.0015069, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:12:52,809 - ice14ws_128 - [INFO] - [E:221| 400]: Train Loss:0.001507, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:14:33,478 - ice14ws_128 - [INFO] - [E:221| 500]: Train Loss:0.0015068, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:16:14,482 - ice14ws_128 - [INFO] - [E:221| 600]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:17:55,529 - ice14ws_128 - [INFO] - [E:221| 700]: Train Loss:0.0015068, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:19:35,412 - ice14ws_128 - [INFO] - [E:221| 800]: Train Loss:0.001507, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:21:07,188 - ice14ws_128 - [INFO] - [E:221| 900]: Train Loss:0.0015072, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:22:18,334 - ice14ws_128 - [INFO] - [Epoch:221]: Training Loss:0.001507 + +2023-05-14 02:22:18,730 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 02:22:41,433 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 02:23:03,599 - ice14ws_128 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.47479, Head : 0.423, Avg : 0.4489 + +2023-05-14 02:23:03,599 - ice14ws_128 - [INFO] - [Epoch 221]: Training Loss: 0.0015073, Valid MRR: 0.4531, + + + +2023-05-14 02:23:04,376 - ice14ws_128 - [INFO] - [E:222| 0]: Train Loss:0.001497, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:24:45,556 - ice14ws_128 - [INFO] - [E:222| 100]: Train Loss:0.0015073, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:26:29,170 - ice14ws_128 - [INFO] - [E:222| 200]: Train Loss:0.001507, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:27:59,705 - ice14ws_128 - [INFO] - [E:222| 300]: Train Loss:0.0015072, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:29:40,847 - ice14ws_128 - [INFO] - [E:222| 400]: Train Loss:0.0015072, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:31:22,040 - ice14ws_128 - [INFO] - [E:222| 500]: Train Loss:0.001507, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:33:03,048 - ice14ws_128 - [INFO] - [E:222| 600]: Train Loss:0.0015071, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:34:43,967 - ice14ws_128 - [INFO] - [E:222| 700]: Train Loss:0.0015072, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:36:14,589 - ice14ws_128 - [INFO] - [E:222| 800]: Train Loss:0.0015073, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:37:55,821 - ice14ws_128 - [INFO] - [E:222| 900]: Train Loss:0.0015074, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:39:07,003 - ice14ws_128 - [INFO] - [Epoch:222]: Training Loss:0.001507 + +2023-05-14 02:39:07,372 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 02:39:29,995 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 02:39:52,404 - ice14ws_128 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.47518, Head : 0.4244, Avg : 0.44979 + +2023-05-14 02:39:52,405 - ice14ws_128 - [INFO] - [Epoch 222]: Training Loss: 0.0015073, Valid MRR: 0.4531, + + + +2023-05-14 02:39:53,473 - ice14ws_128 - [INFO] - [E:223| 0]: Train Loss:0.0015029, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:41:34,596 - ice14ws_128 - [INFO] - [E:223| 100]: Train Loss:0.0015077, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:43:15,552 - ice14ws_128 - [INFO] - [E:223| 200]: Train Loss:0.0015068, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:44:46,154 - ice14ws_128 - [INFO] - [E:223| 300]: Train Loss:0.0015071, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:46:27,351 - ice14ws_128 - [INFO] - [E:223| 400]: Train Loss:0.001507, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:48:08,358 - ice14ws_128 - [INFO] - [E:223| 500]: Train Loss:0.0015069, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:49:49,489 - ice14ws_128 - [INFO] - [E:223| 600]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:51:27,104 - ice14ws_128 - [INFO] - [E:223| 700]: Train Loss:0.0015068, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:53:01,096 - ice14ws_128 - [INFO] - [E:223| 800]: Train Loss:0.0015069, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:54:42,028 - ice14ws_128 - [INFO] - [E:223| 900]: Train Loss:0.0015069, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:55:53,176 - ice14ws_128 - [INFO] - [Epoch:223]: Training Loss:0.001507 + +2023-05-14 02:55:53,556 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 02:56:15,835 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 02:56:37,909 - ice14ws_128 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.47714, Head : 0.42343, Avg : 0.45029 + +2023-05-14 02:56:37,909 - ice14ws_128 - [INFO] - [Epoch 223]: Training Loss: 0.001507, Valid MRR: 0.4531, + + + +2023-05-14 02:56:39,113 - ice14ws_128 - [INFO] - [E:224| 0]: Train Loss:0.0015068, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:58:20,104 - ice14ws_128 - [INFO] - [E:224| 100]: Train Loss:0.0015077, Val MRR:0.4531, ice14ws_128 +2023-05-14 02:59:50,339 - ice14ws_128 - [INFO] - [E:224| 200]: Train Loss:0.0015071, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:01:31,235 - ice14ws_128 - [INFO] - [E:224| 300]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:03:12,270 - ice14ws_128 - [INFO] - [E:224| 400]: Train Loss:0.0015066, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:04:53,272 - ice14ws_128 - [INFO] - [E:224| 500]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:06:34,144 - ice14ws_128 - [INFO] - [E:224| 600]: Train Loss:0.001507, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:08:04,546 - ice14ws_128 - [INFO] - [E:224| 700]: Train Loss:0.0015069, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:09:47,596 - ice14ws_128 - [INFO] - [E:224| 800]: Train Loss:0.0015069, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:11:28,802 - ice14ws_128 - [INFO] - [E:224| 900]: Train Loss:0.0015069, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:12:39,981 - ice14ws_128 - [INFO] - [Epoch:224]: Training Loss:0.001507 + +2023-05-14 03:12:40,504 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 03:13:02,949 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 03:13:25,168 - ice14ws_128 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.47703, Head : 0.4236, Avg : 0.45031 + +2023-05-14 03:13:25,168 - ice14ws_128 - [INFO] - [Epoch 224]: Training Loss: 0.0015069, Valid MRR: 0.4531, + + + +2023-05-14 03:13:26,370 - ice14ws_128 - [INFO] - [E:225| 0]: Train Loss:0.0015055, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:15:07,523 - ice14ws_128 - [INFO] - [E:225| 100]: Train Loss:0.0015072, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:16:37,978 - ice14ws_128 - [INFO] - [E:225| 200]: Train Loss:0.0015064, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:18:19,089 - ice14ws_128 - [INFO] - [E:225| 300]: Train Loss:0.0015062, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:20:00,199 - ice14ws_128 - [INFO] - [E:225| 400]: Train Loss:0.0015062, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:21:41,537 - ice14ws_128 - [INFO] - [E:225| 500]: Train Loss:0.0015061, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:23:17,006 - ice14ws_128 - [INFO] - [E:225| 600]: Train Loss:0.001506, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:24:53,211 - ice14ws_128 - [INFO] - [E:225| 700]: Train Loss:0.0015061, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:26:34,416 - ice14ws_128 - [INFO] - [E:225| 800]: Train Loss:0.0015064, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:28:15,553 - ice14ws_128 - [INFO] - [E:225| 900]: Train Loss:0.0015064, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:29:26,793 - ice14ws_128 - [INFO] - [Epoch:225]: Training Loss:0.001506 + +2023-05-14 03:29:27,059 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 03:29:49,735 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 03:30:12,196 - ice14ws_128 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.47872, Head : 0.42432, Avg : 0.45152 + +2023-05-14 03:30:12,196 - ice14ws_128 - [INFO] - [Epoch 225]: Training Loss: 0.0015065, Valid MRR: 0.4531, + + + +2023-05-14 03:30:13,284 - ice14ws_128 - [INFO] - [E:226| 0]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:31:44,029 - ice14ws_128 - [INFO] - [E:226| 100]: Train Loss:0.0015073, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:33:25,199 - ice14ws_128 - [INFO] - [E:226| 200]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:35:06,513 - ice14ws_128 - [INFO] - [E:226| 300]: Train Loss:0.0015066, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:36:47,699 - ice14ws_128 - [INFO] - [E:226| 400]: Train Loss:0.0015069, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:38:28,782 - ice14ws_128 - [INFO] - [E:226| 500]: Train Loss:0.0015069, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:39:59,748 - ice14ws_128 - [INFO] - [E:226| 600]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:41:40,878 - ice14ws_128 - [INFO] - [E:226| 700]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:43:22,114 - ice14ws_128 - [INFO] - [E:226| 800]: Train Loss:0.0015066, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:45:03,242 - ice14ws_128 - [INFO] - [E:226| 900]: Train Loss:0.0015065, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:46:14,289 - ice14ws_128 - [INFO] - [Epoch:226]: Training Loss:0.001507 + +2023-05-14 03:46:14,685 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 03:46:37,103 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 03:46:55,957 - ice14ws_128 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.47925, Head : 0.4241, Avg : 0.45167 + +2023-05-14 03:46:55,958 - ice14ws_128 - [INFO] - [Epoch 226]: Training Loss: 0.0015066, Valid MRR: 0.4531, + + + +2023-05-14 03:46:56,629 - ice14ws_128 - [INFO] - [E:227| 0]: Train Loss:0.0015194, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:48:30,529 - ice14ws_128 - [INFO] - [E:227| 100]: Train Loss:0.001505, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:50:11,845 - ice14ws_128 - [INFO] - [E:227| 200]: Train Loss:0.0015058, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:51:52,953 - ice14ws_128 - [INFO] - [E:227| 300]: Train Loss:0.0015062, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:53:36,212 - ice14ws_128 - [INFO] - [E:227| 400]: Train Loss:0.0015061, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:55:08,932 - ice14ws_128 - [INFO] - [E:227| 500]: Train Loss:0.0015062, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:56:48,091 - ice14ws_128 - [INFO] - [E:227| 600]: Train Loss:0.001506, Val MRR:0.4531, ice14ws_128 +2023-05-14 03:58:29,316 - ice14ws_128 - [INFO] - [E:227| 700]: Train Loss:0.001506, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:00:10,336 - ice14ws_128 - [INFO] - [E:227| 800]: Train Loss:0.0015059, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:01:51,568 - ice14ws_128 - [INFO] - [E:227| 900]: Train Loss:0.0015061, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:02:58,128 - ice14ws_128 - [INFO] - [Epoch:227]: Training Loss:0.001506 + +2023-05-14 04:02:58,349 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 04:03:14,384 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 04:03:36,445 - ice14ws_128 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.47363, Head : 0.4203, Avg : 0.44697 + +2023-05-14 04:03:36,445 - ice14ws_128 - [INFO] - [Epoch 227]: Training Loss: 0.0015062, Valid MRR: 0.4531, + + + +2023-05-14 04:03:37,441 - ice14ws_128 - [INFO] - [E:228| 0]: Train Loss:0.001498, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:05:18,379 - ice14ws_128 - [INFO] - [E:228| 100]: Train Loss:0.0015079, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:06:59,190 - ice14ws_128 - [INFO] - [E:228| 200]: Train Loss:0.0015072, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:08:40,081 - ice14ws_128 - [INFO] - [E:228| 300]: Train Loss:0.0015067, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:10:20,977 - ice14ws_128 - [INFO] - [E:228| 400]: Train Loss:0.0015063, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:11:51,319 - ice14ws_128 - [INFO] - [E:228| 500]: Train Loss:0.0015063, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:13:32,249 - ice14ws_128 - [INFO] - [E:228| 600]: Train Loss:0.0015064, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:15:13,255 - ice14ws_128 - [INFO] - [E:228| 700]: Train Loss:0.0015061, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:16:54,428 - ice14ws_128 - [INFO] - [E:228| 800]: Train Loss:0.0015062, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:18:35,398 - ice14ws_128 - [INFO] - [E:228| 900]: Train Loss:0.0015062, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:19:36,246 - ice14ws_128 - [INFO] - [Epoch:228]: Training Loss:0.001506 + +2023-05-14 04:19:36,649 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 04:19:59,397 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 04:20:21,485 - ice14ws_128 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.47782, Head : 0.42271, Avg : 0.45027 + +2023-05-14 04:20:21,485 - ice14ws_128 - [INFO] - [Epoch 228]: Training Loss: 0.0015062, Valid MRR: 0.4531, + + + +2023-05-14 04:20:22,549 - ice14ws_128 - [INFO] - [E:229| 0]: Train Loss:0.0015032, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:22:03,594 - ice14ws_128 - [INFO] - [E:229| 100]: Train Loss:0.0015053, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:23:44,696 - ice14ws_128 - [INFO] - [E:229| 200]: Train Loss:0.0015057, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:25:25,902 - ice14ws_128 - [INFO] - [E:229| 300]: Train Loss:0.0015061, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:26:56,629 - ice14ws_128 - [INFO] - [E:229| 400]: Train Loss:0.0015058, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:28:37,482 - ice14ws_128 - [INFO] - [E:229| 500]: Train Loss:0.0015061, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:30:18,502 - ice14ws_128 - [INFO] - [E:229| 600]: Train Loss:0.0015059, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:31:59,562 - ice14ws_128 - [INFO] - [E:229| 700]: Train Loss:0.0015059, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:33:40,531 - ice14ws_128 - [INFO] - [E:229| 800]: Train Loss:0.0015058, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:35:11,371 - ice14ws_128 - [INFO] - [E:229| 900]: Train Loss:0.0015058, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:36:22,457 - ice14ws_128 - [INFO] - [Epoch:229]: Training Loss:0.001506 + +2023-05-14 04:36:22,721 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 04:36:47,789 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 04:37:09,738 - ice14ws_128 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.47105, Head : 0.41935, Avg : 0.4452 + MR: Tail : 579.43, Head : 684.49, Avg : 631.96 + Hit-1: Tail : 0.38755, Head : 0.33487, Avg : 0.36121 + Hit-3: Tail : 0.51815, Head : 0.45989, Avg : 0.48902 + Hit-10: Tail : 0.62641, Head : 0.5832, Avg : 0.60481 +2023-05-14 04:37:09,738 - ice14ws_128 - [INFO] - [Epoch 229]: Training Loss: 0.0015058, Valid MRR: 0.4531, + + + +2023-05-14 04:37:10,806 - ice14ws_128 - [INFO] - [E:230| 0]: Train Loss:0.0015025, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:38:51,717 - ice14ws_128 - [INFO] - [E:230| 100]: Train Loss:0.0015066, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:40:32,693 - ice14ws_128 - [INFO] - [E:230| 200]: Train Loss:0.0015066, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:42:13,607 - ice14ws_128 - [INFO] - [E:230| 300]: Train Loss:0.0015064, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:43:44,337 - ice14ws_128 - [INFO] - [E:230| 400]: Train Loss:0.0015061, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:45:25,366 - ice14ws_128 - [INFO] - [E:230| 500]: Train Loss:0.001506, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:47:06,319 - ice14ws_128 - [INFO] - [E:230| 600]: Train Loss:0.0015058, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:48:46,809 - ice14ws_128 - [INFO] - [E:230| 700]: Train Loss:0.0015058, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:50:27,690 - ice14ws_128 - [INFO] - [E:230| 800]: Train Loss:0.0015058, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:51:58,459 - ice14ws_128 - [INFO] - [E:230| 900]: Train Loss:0.0015059, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:53:09,435 - ice14ws_128 - [INFO] - [Epoch:230]: Training Loss:0.001506 + +2023-05-14 04:53:09,699 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 04:53:32,154 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 04:53:54,399 - ice14ws_128 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.47538, Head : 0.42102, Avg : 0.4482 + +2023-05-14 04:53:54,399 - ice14ws_128 - [INFO] - [Epoch 230]: Training Loss: 0.0015058, Valid MRR: 0.4531, + + + +2023-05-14 04:53:55,507 - ice14ws_128 - [INFO] - [E:231| 0]: Train Loss:0.0015059, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:55:36,535 - ice14ws_128 - [INFO] - [E:231| 100]: Train Loss:0.0015041, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:57:17,431 - ice14ws_128 - [INFO] - [E:231| 200]: Train Loss:0.0015055, Val MRR:0.4531, ice14ws_128 +2023-05-14 04:58:48,147 - ice14ws_128 - [INFO] - [E:231| 300]: Train Loss:0.0015052, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:00:29,246 - ice14ws_128 - [INFO] - [E:231| 400]: Train Loss:0.0015056, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:02:10,067 - ice14ws_128 - [INFO] - [E:231| 500]: Train Loss:0.0015054, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:03:50,783 - ice14ws_128 - [INFO] - [E:231| 600]: Train Loss:0.0015054, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:05:31,776 - ice14ws_128 - [INFO] - [E:231| 700]: Train Loss:0.0015052, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:07:02,466 - ice14ws_128 - [INFO] - [E:231| 800]: Train Loss:0.0015053, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:08:43,536 - ice14ws_128 - [INFO] - [E:231| 900]: Train Loss:0.0015055, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:09:54,677 - ice14ws_128 - [INFO] - [Epoch:231]: Training Loss:0.001506 + +2023-05-14 05:09:54,942 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 05:10:17,590 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 05:10:39,742 - ice14ws_128 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.47533, Head : 0.4211, Avg : 0.44822 + +2023-05-14 05:10:39,742 - ice14ws_128 - [INFO] - [Epoch 231]: Training Loss: 0.0015055, Valid MRR: 0.4531, + + + +2023-05-14 05:10:40,739 - ice14ws_128 - [INFO] - [E:232| 0]: Train Loss:0.0015115, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:12:21,952 - ice14ws_128 - [INFO] - [E:232| 100]: Train Loss:0.0015055, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:14:03,195 - ice14ws_128 - [INFO] - [E:232| 200]: Train Loss:0.001505, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:15:34,142 - ice14ws_128 - [INFO] - [E:232| 300]: Train Loss:0.0015048, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:17:15,308 - ice14ws_128 - [INFO] - [E:232| 400]: Train Loss:0.0015048, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:18:56,537 - ice14ws_128 - [INFO] - [E:232| 500]: Train Loss:0.0015047, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:20:40,022 - ice14ws_128 - [INFO] - [E:232| 600]: Train Loss:0.0015048, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:22:19,528 - ice14ws_128 - [INFO] - [E:232| 700]: Train Loss:0.0015048, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:23:51,725 - ice14ws_128 - [INFO] - [E:232| 800]: Train Loss:0.0015049, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:25:32,488 - ice14ws_128 - [INFO] - [E:232| 900]: Train Loss:0.001505, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:26:43,573 - ice14ws_128 - [INFO] - [Epoch:232]: Training Loss:0.001505 + +2023-05-14 05:26:43,952 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 05:27:06,164 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 05:27:28,274 - ice14ws_128 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.47374, Head : 0.42378, Avg : 0.44876 + +2023-05-14 05:27:28,274 - ice14ws_128 - [INFO] - [Epoch 232]: Training Loss: 0.0015051, Valid MRR: 0.4531, + + + +2023-05-14 05:27:29,474 - ice14ws_128 - [INFO] - [E:233| 0]: Train Loss:0.0014995, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:29:10,457 - ice14ws_128 - [INFO] - [E:233| 100]: Train Loss:0.0015048, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:30:41,292 - ice14ws_128 - [INFO] - [E:233| 200]: Train Loss:0.0015046, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:32:22,287 - ice14ws_128 - [INFO] - [E:233| 300]: Train Loss:0.0015046, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:34:02,922 - ice14ws_128 - [INFO] - [E:233| 400]: Train Loss:0.0015047, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:35:43,758 - ice14ws_128 - [INFO] - [E:233| 500]: Train Loss:0.0015049, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:37:24,737 - ice14ws_128 - [INFO] - [E:233| 600]: Train Loss:0.0015051, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:38:55,491 - ice14ws_128 - [INFO] - [E:233| 700]: Train Loss:0.0015051, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:40:36,614 - ice14ws_128 - [INFO] - [E:233| 800]: Train Loss:0.0015052, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:42:17,669 - ice14ws_128 - [INFO] - [E:233| 900]: Train Loss:0.0015052, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:43:28,656 - ice14ws_128 - [INFO] - [Epoch:233]: Training Loss:0.001505 + +2023-05-14 05:43:29,003 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 05:43:51,815 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 05:44:13,936 - ice14ws_128 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.47702, Head : 0.42504, Avg : 0.45103 + +2023-05-14 05:44:13,936 - ice14ws_128 - [INFO] - [Epoch 233]: Training Loss: 0.0015052, Valid MRR: 0.4531, + + + +2023-05-14 05:44:14,744 - ice14ws_128 - [INFO] - [E:234| 0]: Train Loss:0.0015012, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:45:55,778 - ice14ws_128 - [INFO] - [E:234| 100]: Train Loss:0.0015059, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:47:26,073 - ice14ws_128 - [INFO] - [E:234| 200]: Train Loss:0.0015048, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:49:07,149 - ice14ws_128 - [INFO] - [E:234| 300]: Train Loss:0.0015044, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:50:48,266 - ice14ws_128 - [INFO] - [E:234| 400]: Train Loss:0.0015043, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:52:29,350 - ice14ws_128 - [INFO] - [E:234| 500]: Train Loss:0.0015044, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:54:04,764 - ice14ws_128 - [INFO] - [E:234| 600]: Train Loss:0.0015046, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:55:41,226 - ice14ws_128 - [INFO] - [E:234| 700]: Train Loss:0.0015047, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:57:22,171 - ice14ws_128 - [INFO] - [E:234| 800]: Train Loss:0.0015048, Val MRR:0.4531, ice14ws_128 +2023-05-14 05:59:03,093 - ice14ws_128 - [INFO] - [E:234| 900]: Train Loss:0.0015049, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:00:14,008 - ice14ws_128 - [INFO] - [Epoch:234]: Training Loss:0.001505 + +2023-05-14 06:00:14,354 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 06:00:37,154 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 06:00:59,223 - ice14ws_128 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.47912, Head : 0.42544, Avg : 0.45228 + +2023-05-14 06:00:59,223 - ice14ws_128 - [INFO] - [Epoch 234]: Training Loss: 0.0015049, Valid MRR: 0.4531, + + + +2023-05-14 06:01:00,023 - ice14ws_128 - [INFO] - [E:235| 0]: Train Loss:0.0015127, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:02:30,647 - ice14ws_128 - [INFO] - [E:235| 100]: Train Loss:0.0015058, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:04:11,844 - ice14ws_128 - [INFO] - [E:235| 200]: Train Loss:0.0015048, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:05:55,079 - ice14ws_128 - [INFO] - [E:235| 300]: Train Loss:0.0015044, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:07:36,072 - ice14ws_128 - [INFO] - [E:235| 400]: Train Loss:0.0015043, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:09:17,206 - ice14ws_128 - [INFO] - [E:235| 500]: Train Loss:0.0015046, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:10:48,163 - ice14ws_128 - [INFO] - [E:235| 600]: Train Loss:0.0015045, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:12:29,167 - ice14ws_128 - [INFO] - [E:235| 700]: Train Loss:0.0015047, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:14:10,151 - ice14ws_128 - [INFO] - [E:235| 800]: Train Loss:0.0015047, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:15:50,795 - ice14ws_128 - [INFO] - [E:235| 900]: Train Loss:0.0015049, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:17:01,940 - ice14ws_128 - [INFO] - [Epoch:235]: Training Loss:0.001505 + +2023-05-14 06:17:02,311 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 06:17:24,531 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 06:17:46,535 - ice14ws_128 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.47588, Head : 0.4253, Avg : 0.45059 + +2023-05-14 06:17:46,536 - ice14ws_128 - [INFO] - [Epoch 235]: Training Loss: 0.0015048, Valid MRR: 0.4531, + + + +2023-05-14 06:17:47,186 - ice14ws_128 - [INFO] - [E:236| 0]: Train Loss:0.0015118, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:19:18,500 - ice14ws_128 - [INFO] - [E:236| 100]: Train Loss:0.0015045, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:20:59,475 - ice14ws_128 - [INFO] - [E:236| 200]: Train Loss:0.0015041, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:22:40,516 - ice14ws_128 - [INFO] - [E:236| 300]: Train Loss:0.001504, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:24:21,618 - ice14ws_128 - [INFO] - [E:236| 400]: Train Loss:0.0015037, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:25:55,384 - ice14ws_128 - [INFO] - [E:236| 500]: Train Loss:0.0015038, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:27:33,688 - ice14ws_128 - [INFO] - [E:236| 600]: Train Loss:0.0015039, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:29:14,501 - ice14ws_128 - [INFO] - [E:236| 700]: Train Loss:0.0015041, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:30:55,625 - ice14ws_128 - [INFO] - [E:236| 800]: Train Loss:0.0015042, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:32:36,760 - ice14ws_128 - [INFO] - [E:236| 900]: Train Loss:0.0015043, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:33:44,558 - ice14ws_128 - [INFO] - [Epoch:236]: Training Loss:0.001504 + +2023-05-14 06:33:44,775 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 06:33:59,680 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 06:34:21,923 - ice14ws_128 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.47643, Head : 0.42512, Avg : 0.45078 + +2023-05-14 06:34:21,923 - ice14ws_128 - [INFO] - [Epoch 236]: Training Loss: 0.0015044, Valid MRR: 0.4531, + + + +2023-05-14 06:34:23,050 - ice14ws_128 - [INFO] - [E:237| 0]: Train Loss:0.0015222, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:36:04,099 - ice14ws_128 - [INFO] - [E:237| 100]: Train Loss:0.0015038, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:37:45,262 - ice14ws_128 - [INFO] - [E:237| 200]: Train Loss:0.0015043, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:39:26,271 - ice14ws_128 - [INFO] - [E:237| 300]: Train Loss:0.0015045, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:41:07,451 - ice14ws_128 - [INFO] - [E:237| 400]: Train Loss:0.0015047, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:42:38,501 - ice14ws_128 - [INFO] - [E:237| 500]: Train Loss:0.0015046, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:44:19,667 - ice14ws_128 - [INFO] - [E:237| 600]: Train Loss:0.0015045, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:46:01,077 - ice14ws_128 - [INFO] - [E:237| 700]: Train Loss:0.0015044, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:47:42,347 - ice14ws_128 - [INFO] - [E:237| 800]: Train Loss:0.0015046, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:49:25,574 - ice14ws_128 - [INFO] - [E:237| 900]: Train Loss:0.0015045, Val MRR:0.4531, ice14ws_128 +2023-05-14 06:50:26,074 - ice14ws_128 - [INFO] - [Epoch:237]: Training Loss:0.001504 + +2023-05-14 06:50:26,596 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 06:50:48,986 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 06:51:10,992 - ice14ws_128 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.47976, Head : 0.42777, Avg : 0.45377 + +2023-05-14 06:51:13,816 - ice14ws_128 - [INFO] - [Epoch 237]: Training Loss: 0.0015045, Valid MRR: 0.45377, + + + +2023-05-14 06:51:14,688 - ice14ws_128 - [INFO] - [E:238| 0]: Train Loss:0.0014959, Val MRR:0.45377, ice14ws_128 +2023-05-14 06:52:55,750 - ice14ws_128 - [INFO] - [E:238| 100]: Train Loss:0.001504, Val MRR:0.45377, ice14ws_128 +2023-05-14 06:54:36,322 - ice14ws_128 - [INFO] - [E:238| 200]: Train Loss:0.0015047, Val MRR:0.45377, ice14ws_128 +2023-05-14 06:56:17,088 - ice14ws_128 - [INFO] - [E:238| 300]: Train Loss:0.0015049, Val MRR:0.45377, ice14ws_128 +2023-05-14 06:57:47,648 - ice14ws_128 - [INFO] - [E:238| 400]: Train Loss:0.0015047, Val MRR:0.45377, ice14ws_128 +2023-05-14 06:59:28,779 - ice14ws_128 - [INFO] - [E:238| 500]: Train Loss:0.0015044, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:01:09,859 - ice14ws_128 - [INFO] - [E:238| 600]: Train Loss:0.0015044, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:02:50,648 - ice14ws_128 - [INFO] - [E:238| 700]: Train Loss:0.0015043, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:04:31,715 - ice14ws_128 - [INFO] - [E:238| 800]: Train Loss:0.0015044, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:06:02,529 - ice14ws_128 - [INFO] - [E:238| 900]: Train Loss:0.0015042, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:07:13,671 - ice14ws_128 - [INFO] - [Epoch:238]: Training Loss:0.001504 + +2023-05-14 07:07:14,066 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 07:07:36,767 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 07:07:58,863 - ice14ws_128 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.47515, Head : 0.42307, Avg : 0.44911 + +2023-05-14 07:07:58,863 - ice14ws_128 - [INFO] - [Epoch 238]: Training Loss: 0.0015042, Valid MRR: 0.45377, + + + +2023-05-14 07:07:59,653 - ice14ws_128 - [INFO] - [E:239| 0]: Train Loss:0.0014982, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:09:40,543 - ice14ws_128 - [INFO] - [E:239| 100]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:11:21,561 - ice14ws_128 - [INFO] - [E:239| 200]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:13:02,547 - ice14ws_128 - [INFO] - [E:239| 300]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:14:33,517 - ice14ws_128 - [INFO] - [E:239| 400]: Train Loss:0.0015039, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:16:14,729 - ice14ws_128 - [INFO] - [E:239| 500]: Train Loss:0.0015039, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:17:55,850 - ice14ws_128 - [INFO] - [E:239| 600]: Train Loss:0.0015037, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:19:37,066 - ice14ws_128 - [INFO] - [E:239| 700]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:21:16,427 - ice14ws_128 - [INFO] - [E:239| 800]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:22:49,025 - ice14ws_128 - [INFO] - [E:239| 900]: Train Loss:0.0015039, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:24:00,079 - ice14ws_128 - [INFO] - [Epoch:239]: Training Loss:0.001504 + +2023-05-14 07:24:00,343 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 07:24:22,697 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 07:24:44,965 - ice14ws_128 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.47824, Head : 0.42207, Avg : 0.45015 + MR: Tail : 586.46, Head : 711.47, Avg : 648.96 + Hit-1: Tail : 0.39495, Head : 0.33778, Avg : 0.36637 + Hit-3: Tail : 0.52409, Head : 0.46268, Avg : 0.49339 + Hit-10: Tail : 0.63309, Head : 0.58296, Avg : 0.60802 +2023-05-14 07:24:44,966 - ice14ws_128 - [INFO] - [Epoch 239]: Training Loss: 0.0015039, Valid MRR: 0.45377, + + + +2023-05-14 07:24:46,078 - ice14ws_128 - [INFO] - [E:240| 0]: Train Loss:0.0014964, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:26:27,015 - ice14ws_128 - [INFO] - [E:240| 100]: Train Loss:0.0015035, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:28:08,103 - ice14ws_128 - [INFO] - [E:240| 200]: Train Loss:0.0015037, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:29:38,824 - ice14ws_128 - [INFO] - [E:240| 300]: Train Loss:0.0015034, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:31:19,979 - ice14ws_128 - [INFO] - [E:240| 400]: Train Loss:0.0015036, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:33:02,829 - ice14ws_128 - [INFO] - [E:240| 500]: Train Loss:0.0015036, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:34:43,792 - ice14ws_128 - [INFO] - [E:240| 600]: Train Loss:0.0015035, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:36:24,754 - ice14ws_128 - [INFO] - [E:240| 700]: Train Loss:0.0015036, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:37:55,395 - ice14ws_128 - [INFO] - [E:240| 800]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:39:36,629 - ice14ws_128 - [INFO] - [E:240| 900]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:40:47,811 - ice14ws_128 - [INFO] - [Epoch:240]: Training Loss:0.001504 + +2023-05-14 07:40:48,332 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 07:41:10,795 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 07:41:32,961 - ice14ws_128 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.47941, Head : 0.42357, Avg : 0.45149 + +2023-05-14 07:41:32,961 - ice14ws_128 - [INFO] - [Epoch 240]: Training Loss: 0.0015039, Valid MRR: 0.45377, + + + +2023-05-14 07:41:34,163 - ice14ws_128 - [INFO] - [E:241| 0]: Train Loss:0.0014931, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:43:15,249 - ice14ws_128 - [INFO] - [E:241| 100]: Train Loss:0.0015035, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:44:56,406 - ice14ws_128 - [INFO] - [E:241| 200]: Train Loss:0.0015032, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:46:26,861 - ice14ws_128 - [INFO] - [E:241| 300]: Train Loss:0.0015036, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:48:07,981 - ice14ws_128 - [INFO] - [E:241| 400]: Train Loss:0.0015037, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:49:49,214 - ice14ws_128 - [INFO] - [E:241| 500]: Train Loss:0.0015036, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:51:30,472 - ice14ws_128 - [INFO] - [E:241| 600]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:53:06,613 - ice14ws_128 - [INFO] - [E:241| 700]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:54:42,011 - ice14ws_128 - [INFO] - [E:241| 800]: Train Loss:0.0015039, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:56:23,204 - ice14ws_128 - [INFO] - [E:241| 900]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 07:57:34,296 - ice14ws_128 - [INFO] - [Epoch:241]: Training Loss:0.001504 + +2023-05-14 07:57:34,640 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 07:57:57,442 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 07:58:19,572 - ice14ws_128 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.47932, Head : 0.4241, Avg : 0.45171 + +2023-05-14 07:58:19,572 - ice14ws_128 - [INFO] - [Epoch 241]: Training Loss: 0.0015038, Valid MRR: 0.45377, + + + +2023-05-14 07:58:20,424 - ice14ws_128 - [INFO] - [E:242| 0]: Train Loss:0.001509, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:00:01,564 - ice14ws_128 - [INFO] - [E:242| 100]: Train Loss:0.0015025, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:01:32,392 - ice14ws_128 - [INFO] - [E:242| 200]: Train Loss:0.0015032, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:03:13,696 - ice14ws_128 - [INFO] - [E:242| 300]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:04:54,904 - ice14ws_128 - [INFO] - [E:242| 400]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:06:36,154 - ice14ws_128 - [INFO] - [E:242| 500]: Train Loss:0.0015039, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:08:17,402 - ice14ws_128 - [INFO] - [E:242| 600]: Train Loss:0.0015039, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:09:48,237 - ice14ws_128 - [INFO] - [E:242| 700]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:11:29,385 - ice14ws_128 - [INFO] - [E:242| 800]: Train Loss:0.0015037, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:13:10,534 - ice14ws_128 - [INFO] - [E:242| 900]: Train Loss:0.0015038, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:14:21,559 - ice14ws_128 - [INFO] - [Epoch:242]: Training Loss:0.001504 + +2023-05-14 08:14:21,904 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 08:14:44,858 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 08:15:07,029 - ice14ws_128 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.47641, Head : 0.42463, Avg : 0.45052 + +2023-05-14 08:15:07,029 - ice14ws_128 - [INFO] - [Epoch 242]: Training Loss: 0.0015038, Valid MRR: 0.45377, + + + +2023-05-14 08:15:08,239 - ice14ws_128 - [INFO] - [E:243| 0]: Train Loss:0.0014991, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:16:49,760 - ice14ws_128 - [INFO] - [E:243| 100]: Train Loss:0.0015027, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:18:21,526 - ice14ws_128 - [INFO] - [E:243| 200]: Train Loss:0.0015036, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:20:02,504 - ice14ws_128 - [INFO] - [E:243| 300]: Train Loss:0.0015036, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:21:42,959 - ice14ws_128 - [INFO] - [E:243| 400]: Train Loss:0.0015037, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:23:23,955 - ice14ws_128 - [INFO] - [E:243| 500]: Train Loss:0.0015032, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:24:57,648 - ice14ws_128 - [INFO] - [E:243| 600]: Train Loss:0.0015032, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:26:35,856 - ice14ws_128 - [INFO] - [E:243| 700]: Train Loss:0.0015035, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:28:16,956 - ice14ws_128 - [INFO] - [E:243| 800]: Train Loss:0.0015034, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:29:58,197 - ice14ws_128 - [INFO] - [E:243| 900]: Train Loss:0.0015035, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:31:09,228 - ice14ws_128 - [INFO] - [Epoch:243]: Training Loss:0.001503 + +2023-05-14 08:31:09,568 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 08:31:32,336 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 08:31:54,420 - ice14ws_128 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.47733, Head : 0.42321, Avg : 0.45027 + +2023-05-14 08:31:54,420 - ice14ws_128 - [INFO] - [Epoch 243]: Training Loss: 0.0015035, Valid MRR: 0.45377, + + + +2023-05-14 08:31:55,487 - ice14ws_128 - [INFO] - [E:244| 0]: Train Loss:0.0015027, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:33:26,207 - ice14ws_128 - [INFO] - [E:244| 100]: Train Loss:0.001504, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:35:07,217 - ice14ws_128 - [INFO] - [E:244| 200]: Train Loss:0.0015035, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:36:48,205 - ice14ws_128 - [INFO] - [E:244| 300]: Train Loss:0.0015032, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:38:29,321 - ice14ws_128 - [INFO] - [E:244| 400]: Train Loss:0.0015033, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:40:10,253 - ice14ws_128 - [INFO] - [E:244| 500]: Train Loss:0.0015031, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:41:41,038 - ice14ws_128 - [INFO] - [E:244| 600]: Train Loss:0.0015033, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:43:22,091 - ice14ws_128 - [INFO] - [E:244| 700]: Train Loss:0.0015031, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:45:03,035 - ice14ws_128 - [INFO] - [E:244| 800]: Train Loss:0.0015032, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:46:43,914 - ice14ws_128 - [INFO] - [E:244| 900]: Train Loss:0.0015032, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:47:54,911 - ice14ws_128 - [INFO] - [Epoch:244]: Training Loss:0.001503 + +2023-05-14 08:47:55,306 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 08:48:17,889 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 08:48:34,644 - ice14ws_128 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.47619, Head : 0.4231, Avg : 0.44964 + +2023-05-14 08:48:34,644 - ice14ws_128 - [INFO] - [Epoch 244]: Training Loss: 0.0015033, Valid MRR: 0.45377, + + + +2023-05-14 08:48:35,306 - ice14ws_128 - [INFO] - [E:245| 0]: Train Loss:0.0015054, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:50:11,373 - ice14ws_128 - [INFO] - [E:245| 100]: Train Loss:0.0015032, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:51:52,550 - ice14ws_128 - [INFO] - [E:245| 200]: Train Loss:0.0015031, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:53:33,355 - ice14ws_128 - [INFO] - [E:245| 300]: Train Loss:0.0015027, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:55:14,498 - ice14ws_128 - [INFO] - [E:245| 400]: Train Loss:0.0015027, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:56:45,611 - ice14ws_128 - [INFO] - [E:245| 500]: Train Loss:0.0015028, Val MRR:0.45377, ice14ws_128 +2023-05-14 08:58:26,750 - ice14ws_128 - [INFO] - [E:245| 600]: Train Loss:0.0015028, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:00:10,083 - ice14ws_128 - [INFO] - [E:245| 700]: Train Loss:0.0015029, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:01:51,223 - ice14ws_128 - [INFO] - [E:245| 800]: Train Loss:0.001503, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:03:32,355 - ice14ws_128 - [INFO] - [E:245| 900]: Train Loss:0.0015029, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:04:37,735 - ice14ws_128 - [INFO] - [Epoch:245]: Training Loss:0.001503 + +2023-05-14 09:04:37,952 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 09:04:55,911 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 09:05:17,973 - ice14ws_128 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.47654, Head : 0.42343, Avg : 0.44998 + +2023-05-14 09:05:17,973 - ice14ws_128 - [INFO] - [Epoch 245]: Training Loss: 0.0015029, Valid MRR: 0.45377, + + + +2023-05-14 09:05:18,984 - ice14ws_128 - [INFO] - [E:246| 0]: Train Loss:0.0014933, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:07:00,056 - ice14ws_128 - [INFO] - [E:246| 100]: Train Loss:0.0015016, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:08:40,971 - ice14ws_128 - [INFO] - [E:246| 200]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:10:21,810 - ice14ws_128 - [INFO] - [E:246| 300]: Train Loss:0.0015025, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:12:02,860 - ice14ws_128 - [INFO] - [E:246| 400]: Train Loss:0.0015028, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:13:33,561 - ice14ws_128 - [INFO] - [E:246| 500]: Train Loss:0.0015028, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:15:14,545 - ice14ws_128 - [INFO] - [E:246| 600]: Train Loss:0.0015029, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:16:55,538 - ice14ws_128 - [INFO] - [E:246| 700]: Train Loss:0.0015029, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:18:36,795 - ice14ws_128 - [INFO] - [E:246| 800]: Train Loss:0.001503, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:20:17,675 - ice14ws_128 - [INFO] - [E:246| 900]: Train Loss:0.0015029, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:21:18,522 - ice14ws_128 - [INFO] - [Epoch:246]: Training Loss:0.001503 + +2023-05-14 09:21:18,916 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 09:21:41,706 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 09:22:03,736 - ice14ws_128 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.47642, Head : 0.42198, Avg : 0.4492 + +2023-05-14 09:22:03,736 - ice14ws_128 - [INFO] - [Epoch 246]: Training Loss: 0.0015029, Valid MRR: 0.45377, + + + +2023-05-14 09:22:04,810 - ice14ws_128 - [INFO] - [E:247| 0]: Train Loss:0.0015033, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:23:45,989 - ice14ws_128 - [INFO] - [E:247| 100]: Train Loss:0.0015026, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:25:26,961 - ice14ws_128 - [INFO] - [E:247| 200]: Train Loss:0.0015023, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:27:08,088 - ice14ws_128 - [INFO] - [E:247| 300]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:28:38,891 - ice14ws_128 - [INFO] - [E:247| 400]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:30:19,867 - ice14ws_128 - [INFO] - [E:247| 500]: Train Loss:0.001502, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:32:00,988 - ice14ws_128 - [INFO] - [E:247| 600]: Train Loss:0.0015022, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:33:42,006 - ice14ws_128 - [INFO] - [E:247| 700]: Train Loss:0.0015022, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:35:23,094 - ice14ws_128 - [INFO] - [E:247| 800]: Train Loss:0.0015022, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:36:53,988 - ice14ws_128 - [INFO] - [E:247| 900]: Train Loss:0.0015024, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:38:04,912 - ice14ws_128 - [INFO] - [Epoch:247]: Training Loss:0.001503 + +2023-05-14 09:38:05,256 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 09:38:28,016 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 09:38:50,072 - ice14ws_128 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.47637, Head : 0.42569, Avg : 0.45103 + +2023-05-14 09:38:50,072 - ice14ws_128 - [INFO] - [Epoch 247]: Training Loss: 0.0015026, Valid MRR: 0.45377, + + + +2023-05-14 09:38:50,873 - ice14ws_128 - [INFO] - [E:248| 0]: Train Loss:0.0014958, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:40:32,029 - ice14ws_128 - [INFO] - [E:248| 100]: Train Loss:0.0015028, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:42:13,171 - ice14ws_128 - [INFO] - [E:248| 200]: Train Loss:0.0015024, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:43:56,341 - ice14ws_128 - [INFO] - [E:248| 300]: Train Loss:0.0015028, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:45:26,918 - ice14ws_128 - [INFO] - [E:248| 400]: Train Loss:0.0015025, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:47:07,562 - ice14ws_128 - [INFO] - [E:248| 500]: Train Loss:0.0015026, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:48:48,653 - ice14ws_128 - [INFO] - [E:248| 600]: Train Loss:0.0015027, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:50:29,757 - ice14ws_128 - [INFO] - [E:248| 700]: Train Loss:0.0015026, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:52:09,143 - ice14ws_128 - [INFO] - [E:248| 800]: Train Loss:0.0015026, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:53:41,863 - ice14ws_128 - [INFO] - [E:248| 900]: Train Loss:0.0015026, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:54:52,932 - ice14ws_128 - [INFO] - [Epoch:248]: Training Loss:0.001503 + +2023-05-14 09:54:53,196 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 09:55:15,785 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 09:55:37,903 - ice14ws_128 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.47868, Head : 0.42835, Avg : 0.45352 + +2023-05-14 09:55:37,904 - ice14ws_128 - [INFO] - [Epoch 248]: Training Loss: 0.0015027, Valid MRR: 0.45377, + + + +2023-05-14 09:55:38,902 - ice14ws_128 - [INFO] - [E:249| 0]: Train Loss:0.0015021, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:57:20,041 - ice14ws_128 - [INFO] - [E:249| 100]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 09:59:01,227 - ice14ws_128 - [INFO] - [E:249| 200]: Train Loss:0.0015021, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:00:31,645 - ice14ws_128 - [INFO] - [E:249| 300]: Train Loss:0.001502, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:02:12,621 - ice14ws_128 - [INFO] - [E:249| 400]: Train Loss:0.0015021, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:03:53,688 - ice14ws_128 - [INFO] - [E:249| 500]: Train Loss:0.0015023, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:05:34,663 - ice14ws_128 - [INFO] - [E:249| 600]: Train Loss:0.0015023, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:07:15,624 - ice14ws_128 - [INFO] - [E:249| 700]: Train Loss:0.0015024, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:08:46,580 - ice14ws_128 - [INFO] - [E:249| 800]: Train Loss:0.0015024, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:10:27,548 - ice14ws_128 - [INFO] - [E:249| 900]: Train Loss:0.0015024, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:11:38,573 - ice14ws_128 - [INFO] - [Epoch:249]: Training Loss:0.001502 + +2023-05-14 10:11:39,090 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 10:12:01,540 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 10:12:23,530 - ice14ws_128 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.47981, Head : 0.42393, Avg : 0.45187 + MR: Tail : 567.49, Head : 681.78, Avg : 624.64 + Hit-1: Tail : 0.3975, Head : 0.34045, Avg : 0.36898 + Hit-3: Tail : 0.52264, Head : 0.46389, Avg : 0.49326 + Hit-10: Tail : 0.63199, Head : 0.58187, Avg : 0.60693 +2023-05-14 10:12:23,530 - ice14ws_128 - [INFO] - [Epoch 249]: Training Loss: 0.0015024, Valid MRR: 0.45377, + + + +2023-05-14 10:12:24,589 - ice14ws_128 - [INFO] - [E:250| 0]: Train Loss:0.0015076, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:14:05,708 - ice14ws_128 - [INFO] - [E:250| 100]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:15:46,684 - ice14ws_128 - [INFO] - [E:250| 200]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:17:17,361 - ice14ws_128 - [INFO] - [E:250| 300]: Train Loss:0.0015017, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:18:58,409 - ice14ws_128 - [INFO] - [E:250| 400]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:20:39,542 - ice14ws_128 - [INFO] - [E:250| 500]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:22:20,694 - ice14ws_128 - [INFO] - [E:250| 600]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:23:55,678 - ice14ws_128 - [INFO] - [E:250| 700]: Train Loss:0.001502, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:25:32,232 - ice14ws_128 - [INFO] - [E:250| 800]: Train Loss:0.0015022, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:27:13,178 - ice14ws_128 - [INFO] - [E:250| 900]: Train Loss:0.0015022, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:28:26,385 - ice14ws_128 - [INFO] - [Epoch:250]: Training Loss:0.001502 + +2023-05-14 10:28:26,729 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 10:28:49,484 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 10:29:11,554 - ice14ws_128 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.4803, Head : 0.4258, Avg : 0.45305 + +2023-05-14 10:29:11,554 - ice14ws_128 - [INFO] - [Epoch 250]: Training Loss: 0.0015023, Valid MRR: 0.45377, + + + +2023-05-14 10:29:12,332 - ice14ws_128 - [INFO] - [E:251| 0]: Train Loss:0.0015023, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:30:53,307 - ice14ws_128 - [INFO] - [E:251| 100]: Train Loss:0.0015013, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:32:23,503 - ice14ws_128 - [INFO] - [E:251| 200]: Train Loss:0.0015017, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:34:04,677 - ice14ws_128 - [INFO] - [E:251| 300]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:35:45,773 - ice14ws_128 - [INFO] - [E:251| 400]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:37:26,905 - ice14ws_128 - [INFO] - [E:251| 500]: Train Loss:0.0015022, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:39:08,044 - ice14ws_128 - [INFO] - [E:251| 600]: Train Loss:0.0015021, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:40:38,927 - ice14ws_128 - [INFO] - [E:251| 700]: Train Loss:0.001502, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:42:20,100 - ice14ws_128 - [INFO] - [E:251| 800]: Train Loss:0.0015021, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:44:01,109 - ice14ws_128 - [INFO] - [E:251| 900]: Train Loss:0.0015021, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:45:12,205 - ice14ws_128 - [INFO] - [Epoch:251]: Training Loss:0.001502 + +2023-05-14 10:45:12,602 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 10:45:35,687 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 10:45:58,102 - ice14ws_128 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.47809, Head : 0.42549, Avg : 0.45179 + +2023-05-14 10:45:58,102 - ice14ws_128 - [INFO] - [Epoch 251]: Training Loss: 0.0015022, Valid MRR: 0.45377, + + + +2023-05-14 10:45:58,904 - ice14ws_128 - [INFO] - [E:252| 0]: Train Loss:0.0015006, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:47:38,244 - ice14ws_128 - [INFO] - [E:252| 100]: Train Loss:0.0015013, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:49:10,831 - ice14ws_128 - [INFO] - [E:252| 200]: Train Loss:0.0015021, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:50:51,527 - ice14ws_128 - [INFO] - [E:252| 300]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:52:32,272 - ice14ws_128 - [INFO] - [E:252| 400]: Train Loss:0.0015016, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:54:13,170 - ice14ws_128 - [INFO] - [E:252| 500]: Train Loss:0.0015017, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:55:45,870 - ice14ws_128 - [INFO] - [E:252| 600]: Train Loss:0.0015017, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:57:24,347 - ice14ws_128 - [INFO] - [E:252| 700]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 10:59:05,619 - ice14ws_128 - [INFO] - [E:252| 800]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:00:46,412 - ice14ws_128 - [INFO] - [E:252| 900]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:01:57,254 - ice14ws_128 - [INFO] - [Epoch:252]: Training Loss:0.001502 + +2023-05-14 11:01:57,521 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 11:02:20,060 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 11:02:42,419 - ice14ws_128 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.47866, Head : 0.42463, Avg : 0.45165 + +2023-05-14 11:02:42,419 - ice14ws_128 - [INFO] - [Epoch 252]: Training Loss: 0.001502, Valid MRR: 0.45377, + + + +2023-05-14 11:02:43,195 - ice14ws_128 - [INFO] - [E:253| 0]: Train Loss:0.001499, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:04:13,963 - ice14ws_128 - [INFO] - [E:253| 100]: Train Loss:0.0015013, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:05:55,043 - ice14ws_128 - [INFO] - [E:253| 200]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:07:35,900 - ice14ws_128 - [INFO] - [E:253| 300]: Train Loss:0.0015017, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:09:16,563 - ice14ws_128 - [INFO] - [E:253| 400]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:10:57,523 - ice14ws_128 - [INFO] - [E:253| 500]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:12:30,321 - ice14ws_128 - [INFO] - [E:253| 600]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:14:11,440 - ice14ws_128 - [INFO] - [E:253| 700]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:15:52,575 - ice14ws_128 - [INFO] - [E:253| 800]: Train Loss:0.001502, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:17:33,687 - ice14ws_128 - [INFO] - [E:253| 900]: Train Loss:0.001502, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:18:44,771 - ice14ws_128 - [INFO] - [Epoch:253]: Training Loss:0.001502 + +2023-05-14 11:18:45,169 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 11:19:07,764 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 11:19:27,249 - ice14ws_128 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.4808, Head : 0.42504, Avg : 0.45292 + +2023-05-14 11:19:27,249 - ice14ws_128 - [INFO] - [Epoch 253]: Training Loss: 0.001502, Valid MRR: 0.45377, + + + +2023-05-14 11:19:27,897 - ice14ws_128 - [INFO] - [E:254| 0]: Train Loss:0.0014912, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:21:00,838 - ice14ws_128 - [INFO] - [E:254| 100]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:22:41,812 - ice14ws_128 - [INFO] - [E:254| 200]: Train Loss:0.0015023, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:24:23,085 - ice14ws_128 - [INFO] - [E:254| 300]: Train Loss:0.0015022, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:26:03,871 - ice14ws_128 - [INFO] - [E:254| 400]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:27:36,318 - ice14ws_128 - [INFO] - [E:254| 500]: Train Loss:0.0015019, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:29:15,564 - ice14ws_128 - [INFO] - [E:254| 600]: Train Loss:0.001502, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:30:56,480 - ice14ws_128 - [INFO] - [E:254| 700]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:32:37,424 - ice14ws_128 - [INFO] - [E:254| 800]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:34:18,487 - ice14ws_128 - [INFO] - [E:254| 900]: Train Loss:0.0015018, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:35:24,966 - ice14ws_128 - [INFO] - [Epoch:254]: Training Loss:0.001502 + +2023-05-14 11:35:25,183 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 11:35:41,822 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 11:36:03,812 - ice14ws_128 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.47915, Head : 0.42432, Avg : 0.45173 + +2023-05-14 11:36:03,812 - ice14ws_128 - [INFO] - [Epoch 254]: Training Loss: 0.0015019, Valid MRR: 0.45377, + + + +2023-05-14 11:36:04,888 - ice14ws_128 - [INFO] - [E:255| 0]: Train Loss:0.0015042, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:37:46,001 - ice14ws_128 - [INFO] - [E:255| 100]: Train Loss:0.0015015, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:39:27,191 - ice14ws_128 - [INFO] - [E:255| 200]: Train Loss:0.0015011, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:41:08,357 - ice14ws_128 - [INFO] - [E:255| 300]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:42:49,538 - ice14ws_128 - [INFO] - [E:255| 400]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:44:20,115 - ice14ws_128 - [INFO] - [E:255| 500]: Train Loss:0.0015013, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:46:01,273 - ice14ws_128 - [INFO] - [E:255| 600]: Train Loss:0.0015016, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:47:42,342 - ice14ws_128 - [INFO] - [E:255| 700]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:49:23,298 - ice14ws_128 - [INFO] - [E:255| 800]: Train Loss:0.0015016, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:51:04,289 - ice14ws_128 - [INFO] - [E:255| 900]: Train Loss:0.0015016, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:52:04,970 - ice14ws_128 - [INFO] - [Epoch:255]: Training Loss:0.001502 + +2023-05-14 11:52:05,235 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 11:52:27,818 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 11:52:50,182 - ice14ws_128 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.47949, Head : 0.42265, Avg : 0.45107 + +2023-05-14 11:52:50,182 - ice14ws_128 - [INFO] - [Epoch 255]: Training Loss: 0.0015018, Valid MRR: 0.45377, + + + +2023-05-14 11:52:50,962 - ice14ws_128 - [INFO] - [E:256| 0]: Train Loss:0.0015052, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:54:32,166 - ice14ws_128 - [INFO] - [E:256| 100]: Train Loss:0.0015016, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:56:15,802 - ice14ws_128 - [INFO] - [E:256| 200]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:57:57,174 - ice14ws_128 - [INFO] - [E:256| 300]: Train Loss:0.0015015, Val MRR:0.45377, ice14ws_128 +2023-05-14 11:59:28,043 - ice14ws_128 - [INFO] - [E:256| 400]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 12:01:08,626 - ice14ws_128 - [INFO] - [E:256| 500]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 12:02:49,508 - ice14ws_128 - [INFO] - [E:256| 600]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 12:04:30,645 - ice14ws_128 - [INFO] - [E:256| 700]: Train Loss:0.0015015, Val MRR:0.45377, ice14ws_128 +2023-05-14 12:06:11,619 - ice14ws_128 - [INFO] - [E:256| 800]: Train Loss:0.0015015, Val MRR:0.45377, ice14ws_128 +2023-05-14 12:07:42,475 - ice14ws_128 - [INFO] - [E:256| 900]: Train Loss:0.0015014, Val MRR:0.45377, ice14ws_128 +2023-05-14 12:08:53,372 - ice14ws_128 - [INFO] - [Epoch:256]: Training Loss:0.001501 + +2023-05-14 12:08:53,767 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 12:09:16,400 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 12:09:38,473 - ice14ws_128 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.48273, Head : 0.42805, Avg : 0.45539 + +2023-05-14 12:09:39,737 - ice14ws_128 - [INFO] - [Epoch 256]: Training Loss: 0.0015015, Valid MRR: 0.45539, + + + +2023-05-14 12:09:40,682 - ice14ws_128 - [INFO] - [E:257| 0]: Train Loss:0.0015079, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:11:21,826 - ice14ws_128 - [INFO] - [E:257| 100]: Train Loss:0.0014998, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:13:02,771 - ice14ws_128 - [INFO] - [E:257| 200]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:14:43,807 - ice14ws_128 - [INFO] - [E:257| 300]: Train Loss:0.001501, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:16:14,689 - ice14ws_128 - [INFO] - [E:257| 400]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:17:55,936 - ice14ws_128 - [INFO] - [E:257| 500]: Train Loss:0.0015012, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:19:37,130 - ice14ws_128 - [INFO] - [E:257| 600]: Train Loss:0.0015014, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:21:18,268 - ice14ws_128 - [INFO] - [E:257| 700]: Train Loss:0.0015015, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:22:55,922 - ice14ws_128 - [INFO] - [E:257| 800]: Train Loss:0.0015016, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:24:29,733 - ice14ws_128 - [INFO] - [E:257| 900]: Train Loss:0.0015016, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:25:40,820 - ice14ws_128 - [INFO] - [Epoch:257]: Training Loss:0.001502 + +2023-05-14 12:25:41,337 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 12:26:03,750 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 12:26:25,840 - ice14ws_128 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.4811, Head : 0.42725, Avg : 0.45418 + +2023-05-14 12:26:25,841 - ice14ws_128 - [INFO] - [Epoch 257]: Training Loss: 0.0015016, Valid MRR: 0.45539, + + + +2023-05-14 12:26:26,905 - ice14ws_128 - [INFO] - [E:258| 0]: Train Loss:0.0014918, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:28:07,612 - ice14ws_128 - [INFO] - [E:258| 100]: Train Loss:0.0014999, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:29:48,077 - ice14ws_128 - [INFO] - [E:258| 200]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:31:18,443 - ice14ws_128 - [INFO] - [E:258| 300]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:32:59,585 - ice14ws_128 - [INFO] - [E:258| 400]: Train Loss:0.0015009, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:34:40,813 - ice14ws_128 - [INFO] - [E:258| 500]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:36:22,023 - ice14ws_128 - [INFO] - [E:258| 600]: Train Loss:0.0015012, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:38:02,592 - ice14ws_128 - [INFO] - [E:258| 700]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:39:35,593 - ice14ws_128 - [INFO] - [E:258| 800]: Train Loss:0.001501, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:41:16,504 - ice14ws_128 - [INFO] - [E:258| 900]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:42:27,620 - ice14ws_128 - [INFO] - [Epoch:258]: Training Loss:0.001501 + +2023-05-14 12:42:28,139 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 12:42:50,498 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 12:43:12,823 - ice14ws_128 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.47498, Head : 0.42036, Avg : 0.44767 + +2023-05-14 12:43:12,823 - ice14ws_128 - [INFO] - [Epoch 258]: Training Loss: 0.0015012, Valid MRR: 0.45539, + + + +2023-05-14 12:43:13,927 - ice14ws_128 - [INFO] - [E:259| 0]: Train Loss:0.0014948, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:44:54,809 - ice14ws_128 - [INFO] - [E:259| 100]: Train Loss:0.0015015, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:46:35,921 - ice14ws_128 - [INFO] - [E:259| 200]: Train Loss:0.0015008, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:48:06,513 - ice14ws_128 - [INFO] - [E:259| 300]: Train Loss:0.0015012, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:49:47,542 - ice14ws_128 - [INFO] - [E:259| 400]: Train Loss:0.0015013, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:51:28,533 - ice14ws_128 - [INFO] - [E:259| 500]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:53:09,643 - ice14ws_128 - [INFO] - [E:259| 600]: Train Loss:0.001501, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:54:46,596 - ice14ws_128 - [INFO] - [E:259| 700]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:56:21,257 - ice14ws_128 - [INFO] - [E:259| 800]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:58:02,100 - ice14ws_128 - [INFO] - [E:259| 900]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 12:59:13,262 - ice14ws_128 - [INFO] - [Epoch:259]: Training Loss:0.001501 + +2023-05-14 12:59:13,780 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 12:59:36,195 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 12:59:58,203 - ice14ws_128 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.47871, Head : 0.42389, Avg : 0.4513 + MR: Tail : 617.24, Head : 705.74, Avg : 661.49 + Hit-1: Tail : 0.39616, Head : 0.34215, Avg : 0.36916 + Hit-3: Tail : 0.52482, Head : 0.46231, Avg : 0.49357 + Hit-10: Tail : 0.63454, Head : 0.58017, Avg : 0.60736 +2023-05-14 12:59:58,203 - ice14ws_128 - [INFO] - [Epoch 259]: Training Loss: 0.0015012, Valid MRR: 0.45539, + + + +2023-05-14 12:59:59,267 - ice14ws_128 - [INFO] - [E:260| 0]: Train Loss:0.0015014, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:01:40,292 - ice14ws_128 - [INFO] - [E:260| 100]: Train Loss:0.0015016, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:03:11,129 - ice14ws_128 - [INFO] - [E:260| 200]: Train Loss:0.001501, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:04:52,407 - ice14ws_128 - [INFO] - [E:260| 300]: Train Loss:0.001501, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:06:33,569 - ice14ws_128 - [INFO] - [E:260| 400]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:08:14,831 - ice14ws_128 - [INFO] - [E:260| 500]: Train Loss:0.0015004, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:09:56,096 - ice14ws_128 - [INFO] - [E:260| 600]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:11:26,857 - ice14ws_128 - [INFO] - [E:260| 700]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:13:07,885 - ice14ws_128 - [INFO] - [E:260| 800]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:14:49,036 - ice14ws_128 - [INFO] - [E:260| 900]: Train Loss:0.0015008, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:16:00,177 - ice14ws_128 - [INFO] - [Epoch:260]: Training Loss:0.001501 + +2023-05-14 13:16:00,702 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 13:16:23,079 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 13:16:45,109 - ice14ws_128 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.47896, Head : 0.42143, Avg : 0.4502 + +2023-05-14 13:16:45,109 - ice14ws_128 - [INFO] - [Epoch 260]: Training Loss: 0.0015008, Valid MRR: 0.45539, + + + +2023-05-14 13:16:46,171 - ice14ws_128 - [INFO] - [E:261| 0]: Train Loss:0.0015061, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:18:24,849 - ice14ws_128 - [INFO] - [E:261| 100]: Train Loss:0.0015001, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:19:57,914 - ice14ws_128 - [INFO] - [E:261| 200]: Train Loss:0.0015002, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:21:39,034 - ice14ws_128 - [INFO] - [E:261| 300]: Train Loss:0.0015002, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:23:22,467 - ice14ws_128 - [INFO] - [E:261| 400]: Train Loss:0.0015006, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:25:03,589 - ice14ws_128 - [INFO] - [E:261| 500]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:26:37,519 - ice14ws_128 - [INFO] - [E:261| 600]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:28:15,174 - ice14ws_128 - [INFO] - [E:261| 700]: Train Loss:0.0015008, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:29:56,347 - ice14ws_128 - [INFO] - [E:261| 800]: Train Loss:0.0015009, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:31:37,524 - ice14ws_128 - [INFO] - [E:261| 900]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:32:48,744 - ice14ws_128 - [INFO] - [Epoch:261]: Training Loss:0.001501 + +2023-05-14 13:32:49,267 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 13:33:11,656 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 13:33:33,697 - ice14ws_128 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.48085, Head : 0.42422, Avg : 0.45253 + +2023-05-14 13:33:33,697 - ice14ws_128 - [INFO] - [Epoch 261]: Training Loss: 0.001501, Valid MRR: 0.45539, + + + +2023-05-14 13:33:34,760 - ice14ws_128 - [INFO] - [E:262| 0]: Train Loss:0.0015086, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:35:05,430 - ice14ws_128 - [INFO] - [E:262| 100]: Train Loss:0.0015002, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:36:46,624 - ice14ws_128 - [INFO] - [E:262| 200]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:38:27,963 - ice14ws_128 - [INFO] - [E:262| 300]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:40:08,945 - ice14ws_128 - [INFO] - [E:262| 400]: Train Loss:0.0015004, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:41:50,010 - ice14ws_128 - [INFO] - [E:262| 500]: Train Loss:0.0015002, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:43:20,790 - ice14ws_128 - [INFO] - [E:262| 600]: Train Loss:0.0015004, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:45:01,635 - ice14ws_128 - [INFO] - [E:262| 700]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:46:42,780 - ice14ws_128 - [INFO] - [E:262| 800]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:48:23,838 - ice14ws_128 - [INFO] - [E:262| 900]: Train Loss:0.0015006, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:49:35,033 - ice14ws_128 - [INFO] - [Epoch:262]: Training Loss:0.001501 + +2023-05-14 13:49:35,424 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 13:49:57,737 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 13:50:16,084 - ice14ws_128 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.48028, Head : 0.42527, Avg : 0.45277 + +2023-05-14 13:50:16,084 - ice14ws_128 - [INFO] - [Epoch 262]: Training Loss: 0.0015007, Valid MRR: 0.45539, + + + +2023-05-14 13:50:16,734 - ice14ws_128 - [INFO] - [E:263| 0]: Train Loss:0.0015055, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:51:51,354 - ice14ws_128 - [INFO] - [E:263| 100]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:53:32,557 - ice14ws_128 - [INFO] - [E:263| 200]: Train Loss:0.0015006, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:55:13,610 - ice14ws_128 - [INFO] - [E:263| 300]: Train Loss:0.0015004, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:56:54,744 - ice14ws_128 - [INFO] - [E:263| 400]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 13:58:25,704 - ice14ws_128 - [INFO] - [E:263| 500]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:00:06,905 - ice14ws_128 - [INFO] - [E:263| 600]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:01:48,155 - ice14ws_128 - [INFO] - [E:263| 700]: Train Loss:0.0015008, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:03:29,521 - ice14ws_128 - [INFO] - [E:263| 800]: Train Loss:0.0015006, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:05:10,823 - ice14ws_128 - [INFO] - [E:263| 900]: Train Loss:0.0015006, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:06:14,622 - ice14ws_128 - [INFO] - [Epoch:263]: Training Loss:0.001501 + +2023-05-14 14:06:14,839 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 14:06:34,142 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 14:06:59,519 - ice14ws_128 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.47993, Head : 0.42238, Avg : 0.45116 + +2023-05-14 14:06:59,519 - ice14ws_128 - [INFO] - [Epoch 263]: Training Loss: 0.0015006, Valid MRR: 0.45539, + + + +2023-05-14 14:07:00,581 - ice14ws_128 - [INFO] - [E:264| 0]: Train Loss:0.0014885, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:08:41,866 - ice14ws_128 - [INFO] - [E:264| 100]: Train Loss:0.0015009, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:10:22,918 - ice14ws_128 - [INFO] - [E:264| 200]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:12:03,988 - ice14ws_128 - [INFO] - [E:264| 300]: Train Loss:0.0015003, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:13:45,123 - ice14ws_128 - [INFO] - [E:264| 400]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:15:15,702 - ice14ws_128 - [INFO] - [E:264| 500]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:16:56,811 - ice14ws_128 - [INFO] - [E:264| 600]: Train Loss:0.0015006, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:18:37,777 - ice14ws_128 - [INFO] - [E:264| 700]: Train Loss:0.0015008, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:20:18,826 - ice14ws_128 - [INFO] - [E:264| 800]: Train Loss:0.0015008, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:21:59,686 - ice14ws_128 - [INFO] - [E:264| 900]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:23:00,448 - ice14ws_128 - [INFO] - [Epoch:264]: Training Loss:0.001501 + +2023-05-14 14:23:00,966 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 14:23:23,285 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 14:23:45,316 - ice14ws_128 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.48125, Head : 0.42539, Avg : 0.45332 + +2023-05-14 14:23:45,316 - ice14ws_128 - [INFO] - [Epoch 264]: Training Loss: 0.0015008, Valid MRR: 0.45539, + + + +2023-05-14 14:23:46,385 - ice14ws_128 - [INFO] - [E:265| 0]: Train Loss:0.0014884, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:25:27,416 - ice14ws_128 - [INFO] - [E:265| 100]: Train Loss:0.0015008, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:27:08,434 - ice14ws_128 - [INFO] - [E:265| 200]: Train Loss:0.0015007, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:28:49,257 - ice14ws_128 - [INFO] - [E:265| 300]: Train Loss:0.0015006, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:30:19,854 - ice14ws_128 - [INFO] - [E:265| 400]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:32:01,162 - ice14ws_128 - [INFO] - [E:265| 500]: Train Loss:0.0015004, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:33:41,993 - ice14ws_128 - [INFO] - [E:265| 600]: Train Loss:0.0015003, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:35:23,109 - ice14ws_128 - [INFO] - [E:265| 700]: Train Loss:0.0015003, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:37:04,207 - ice14ws_128 - [INFO] - [E:265| 800]: Train Loss:0.0015003, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:38:34,937 - ice14ws_128 - [INFO] - [E:265| 900]: Train Loss:0.0015003, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:39:46,075 - ice14ws_128 - [INFO] - [Epoch:265]: Training Loss:0.0015 + +2023-05-14 14:39:46,470 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 14:40:09,256 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 14:40:31,325 - ice14ws_128 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.48096, Head : 0.42126, Avg : 0.45111 + +2023-05-14 14:40:31,325 - ice14ws_128 - [INFO] - [Epoch 265]: Training Loss: 0.0015004, Valid MRR: 0.45539, + + + +2023-05-14 14:40:32,389 - ice14ws_128 - [INFO] - [E:266| 0]: Train Loss:0.0015042, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:42:13,595 - ice14ws_128 - [INFO] - [E:266| 100]: Train Loss:0.0015014, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:43:54,774 - ice14ws_128 - [INFO] - [E:266| 200]: Train Loss:0.0015011, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:45:35,914 - ice14ws_128 - [INFO] - [E:266| 300]: Train Loss:0.0015004, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:47:06,499 - ice14ws_128 - [INFO] - [E:266| 400]: Train Loss:0.0015004, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:48:47,330 - ice14ws_128 - [INFO] - [E:266| 500]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:50:28,979 - ice14ws_128 - [INFO] - [E:266| 600]: Train Loss:0.0015004, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:52:11,069 - ice14ws_128 - [INFO] - [E:266| 700]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:53:49,283 - ice14ws_128 - [INFO] - [E:266| 800]: Train Loss:0.0015006, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:55:22,630 - ice14ws_128 - [INFO] - [E:266| 900]: Train Loss:0.0015004, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:56:33,621 - ice14ws_128 - [INFO] - [Epoch:266]: Training Loss:0.0015 + +2023-05-14 14:56:33,887 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 14:56:56,267 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 14:57:18,506 - ice14ws_128 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.47981, Head : 0.42413, Avg : 0.45197 + +2023-05-14 14:57:18,506 - ice14ws_128 - [INFO] - [Epoch 266]: Training Loss: 0.0015004, Valid MRR: 0.45539, + + + +2023-05-14 14:57:19,606 - ice14ws_128 - [INFO] - [E:267| 0]: Train Loss:0.0014912, Val MRR:0.45539, ice14ws_128 +2023-05-14 14:59:00,356 - ice14ws_128 - [INFO] - [E:267| 100]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:00:41,026 - ice14ws_128 - [INFO] - [E:267| 200]: Train Loss:0.0014995, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:02:11,617 - ice14ws_128 - [INFO] - [E:267| 300]: Train Loss:0.0015, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:03:54,163 - ice14ws_128 - [INFO] - [E:267| 400]: Train Loss:0.0014996, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:05:35,288 - ice14ws_128 - [INFO] - [E:267| 500]: Train Loss:0.0015, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:07:16,290 - ice14ws_128 - [INFO] - [E:267| 600]: Train Loss:0.0014999, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:08:57,642 - ice14ws_128 - [INFO] - [E:267| 700]: Train Loss:0.0015, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:10:28,061 - ice14ws_128 - [INFO] - [E:267| 800]: Train Loss:0.0015, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:12:09,238 - ice14ws_128 - [INFO] - [E:267| 900]: Train Loss:0.0015002, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:13:20,535 - ice14ws_128 - [INFO] - [Epoch:267]: Training Loss:0.0015 + +2023-05-14 15:13:21,055 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 15:13:43,401 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 15:14:05,510 - ice14ws_128 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.48049, Head : 0.42298, Avg : 0.45174 + +2023-05-14 15:14:05,510 - ice14ws_128 - [INFO] - [Epoch 267]: Training Loss: 0.0015003, Valid MRR: 0.45539, + + + +2023-05-14 15:14:06,572 - ice14ws_128 - [INFO] - [E:268| 0]: Train Loss:0.001498, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:15:47,616 - ice14ws_128 - [INFO] - [E:268| 100]: Train Loss:0.0015005, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:17:27,424 - ice14ws_128 - [INFO] - [E:268| 200]: Train Loss:0.0015002, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:19:00,197 - ice14ws_128 - [INFO] - [E:268| 300]: Train Loss:0.0015002, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:20:41,341 - ice14ws_128 - [INFO] - [E:268| 400]: Train Loss:0.0015003, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:22:22,539 - ice14ws_128 - [INFO] - [E:268| 500]: Train Loss:0.0015001, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:24:03,744 - ice14ws_128 - [INFO] - [E:268| 600]: Train Loss:0.0015001, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:25:35,596 - ice14ws_128 - [INFO] - [E:268| 700]: Train Loss:0.0015002, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:27:15,496 - ice14ws_128 - [INFO] - [E:268| 800]: Train Loss:0.0015001, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:28:56,452 - ice14ws_128 - [INFO] - [E:268| 900]: Train Loss:0.0015, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:30:07,435 - ice14ws_128 - [INFO] - [Epoch:268]: Training Loss:0.0015 + +2023-05-14 15:30:07,699 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 15:30:30,124 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 15:30:52,356 - ice14ws_128 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.4773, Head : 0.42401, Avg : 0.45065 + +2023-05-14 15:30:52,356 - ice14ws_128 - [INFO] - [Epoch 268]: Training Loss: 0.0015, Valid MRR: 0.45539, + + + +2023-05-14 15:30:53,479 - ice14ws_128 - [INFO] - [E:269| 0]: Train Loss:0.001497, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:32:34,281 - ice14ws_128 - [INFO] - [E:269| 100]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:34:05,217 - ice14ws_128 - [INFO] - [E:269| 200]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:35:48,794 - ice14ws_128 - [INFO] - [E:269| 300]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:37:29,813 - ice14ws_128 - [INFO] - [E:269| 400]: Train Loss:0.0014995, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:39:10,984 - ice14ws_128 - [INFO] - [E:269| 500]: Train Loss:0.0014993, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:40:52,053 - ice14ws_128 - [INFO] - [E:269| 600]: Train Loss:0.0014992, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:42:22,729 - ice14ws_128 - [INFO] - [E:269| 700]: Train Loss:0.0014996, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:44:03,770 - ice14ws_128 - [INFO] - [E:269| 800]: Train Loss:0.0014997, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:45:44,812 - ice14ws_128 - [INFO] - [E:269| 900]: Train Loss:0.0014997, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:46:55,638 - ice14ws_128 - [INFO] - [Epoch:269]: Training Loss:0.0015 + +2023-05-14 15:46:55,901 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 15:47:18,291 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 15:47:40,570 - ice14ws_128 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.48003, Head : 0.42545, Avg : 0.45274 + MR: Tail : 564.88, Head : 682.25, Avg : 623.56 + Hit-1: Tail : 0.39616, Head : 0.34142, Avg : 0.36879 + Hit-3: Tail : 0.52421, Head : 0.46778, Avg : 0.49599 + Hit-10: Tail : 0.63794, Head : 0.58684, Avg : 0.61239 +2023-05-14 15:47:40,570 - ice14ws_128 - [INFO] - [Epoch 269]: Training Loss: 0.0014999, Valid MRR: 0.45539, + + + +2023-05-14 15:47:41,672 - ice14ws_128 - [INFO] - [E:270| 0]: Train Loss:0.0015018, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:49:17,940 - ice14ws_128 - [INFO] - [E:270| 100]: Train Loss:0.0015001, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:50:53,199 - ice14ws_128 - [INFO] - [E:270| 200]: Train Loss:0.0015002, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:52:34,376 - ice14ws_128 - [INFO] - [E:270| 300]: Train Loss:0.0014999, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:54:15,526 - ice14ws_128 - [INFO] - [E:270| 400]: Train Loss:0.0014997, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:55:56,754 - ice14ws_128 - [INFO] - [E:270| 500]: Train Loss:0.0014996, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:57:27,687 - ice14ws_128 - [INFO] - [E:270| 600]: Train Loss:0.0014997, Val MRR:0.45539, ice14ws_128 +2023-05-14 15:59:08,696 - ice14ws_128 - [INFO] - [E:270| 700]: Train Loss:0.0014998, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:00:50,019 - ice14ws_128 - [INFO] - [E:270| 800]: Train Loss:0.0014999, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:02:31,226 - ice14ws_128 - [INFO] - [E:270| 900]: Train Loss:0.0014999, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:03:42,316 - ice14ws_128 - [INFO] - [Epoch:270]: Training Loss:0.0015 + +2023-05-14 16:03:42,660 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 16:04:05,401 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 16:04:27,453 - ice14ws_128 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.4825, Head : 0.42349, Avg : 0.45299 + +2023-05-14 16:04:27,453 - ice14ws_128 - [INFO] - [Epoch 270]: Training Loss: 0.0014999, Valid MRR: 0.45539, + + + +2023-05-14 16:04:28,228 - ice14ws_128 - [INFO] - [E:271| 0]: Train Loss:0.001495, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:05:59,064 - ice14ws_128 - [INFO] - [E:271| 100]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:07:40,199 - ice14ws_128 - [INFO] - [E:271| 200]: Train Loss:0.0014989, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:09:21,300 - ice14ws_128 - [INFO] - [E:271| 300]: Train Loss:0.0014995, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:11:02,336 - ice14ws_128 - [INFO] - [E:271| 400]: Train Loss:0.0014993, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:12:43,417 - ice14ws_128 - [INFO] - [E:271| 500]: Train Loss:0.0014993, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:14:13,795 - ice14ws_128 - [INFO] - [E:271| 600]: Train Loss:0.0014995, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:15:54,985 - ice14ws_128 - [INFO] - [E:271| 700]: Train Loss:0.0014996, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:17:36,110 - ice14ws_128 - [INFO] - [E:271| 800]: Train Loss:0.0014997, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:19:20,036 - ice14ws_128 - [INFO] - [E:271| 900]: Train Loss:0.0014996, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:20:31,182 - ice14ws_128 - [INFO] - [Epoch:271]: Training Loss:0.0015 + +2023-05-14 16:20:31,568 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 16:20:53,942 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 16:21:09,486 - ice14ws_128 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.482, Head : 0.42418, Avg : 0.45309 + +2023-05-14 16:21:09,486 - ice14ws_128 - [INFO] - [Epoch 271]: Training Loss: 0.0014997, Valid MRR: 0.45539, + + + +2023-05-14 16:21:10,134 - ice14ws_128 - [INFO] - [E:272| 0]: Train Loss:0.0015029, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:22:47,425 - ice14ws_128 - [INFO] - [E:272| 100]: Train Loss:0.0014993, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:24:28,449 - ice14ws_128 - [INFO] - [E:272| 200]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:26:09,346 - ice14ws_128 - [INFO] - [E:272| 300]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:27:50,533 - ice14ws_128 - [INFO] - [E:272| 400]: Train Loss:0.0014993, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:29:21,200 - ice14ws_128 - [INFO] - [E:272| 500]: Train Loss:0.0014992, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:31:02,242 - ice14ws_128 - [INFO] - [E:272| 600]: Train Loss:0.0014992, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:32:43,482 - ice14ws_128 - [INFO] - [E:272| 700]: Train Loss:0.0014994, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:34:24,687 - ice14ws_128 - [INFO] - [E:272| 800]: Train Loss:0.0014993, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:36:05,809 - ice14ws_128 - [INFO] - [E:272| 900]: Train Loss:0.0014994, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:37:07,674 - ice14ws_128 - [INFO] - [Epoch:272]: Training Loss:0.001499 + +2023-05-14 16:37:07,892 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 16:37:29,258 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 16:37:51,588 - ice14ws_128 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.48128, Head : 0.42073, Avg : 0.45101 + +2023-05-14 16:37:51,588 - ice14ws_128 - [INFO] - [Epoch 272]: Training Loss: 0.0014994, Valid MRR: 0.45539, + + + +2023-05-14 16:37:52,575 - ice14ws_128 - [INFO] - [E:273| 0]: Train Loss:0.0015001, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:39:33,834 - ice14ws_128 - [INFO] - [E:273| 100]: Train Loss:0.0014997, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:41:14,726 - ice14ws_128 - [INFO] - [E:273| 200]: Train Loss:0.0014997, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:42:55,757 - ice14ws_128 - [INFO] - [E:273| 300]: Train Loss:0.0014996, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:44:36,835 - ice14ws_128 - [INFO] - [E:273| 400]: Train Loss:0.0014997, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:46:07,071 - ice14ws_128 - [INFO] - [E:273| 500]: Train Loss:0.0014997, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:47:48,104 - ice14ws_128 - [INFO] - [E:273| 600]: Train Loss:0.0014996, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:49:29,302 - ice14ws_128 - [INFO] - [E:273| 700]: Train Loss:0.0014995, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:51:10,431 - ice14ws_128 - [INFO] - [E:273| 800]: Train Loss:0.0014995, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:52:47,969 - ice14ws_128 - [INFO] - [E:273| 900]: Train Loss:0.0014995, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:53:52,195 - ice14ws_128 - [INFO] - [Epoch:273]: Training Loss:0.0015 + +2023-05-14 16:53:52,584 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 16:54:14,861 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 16:54:36,930 - ice14ws_128 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.48362, Head : 0.42264, Avg : 0.45313 + +2023-05-14 16:54:36,930 - ice14ws_128 - [INFO] - [Epoch 273]: Training Loss: 0.0014995, Valid MRR: 0.45539, + + + +2023-05-14 16:54:37,991 - ice14ws_128 - [INFO] - [E:274| 0]: Train Loss:0.001493, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:56:19,176 - ice14ws_128 - [INFO] - [E:274| 100]: Train Loss:0.0014994, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:58:00,262 - ice14ws_128 - [INFO] - [E:274| 200]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 16:59:41,046 - ice14ws_128 - [INFO] - [E:274| 300]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:01:12,043 - ice14ws_128 - [INFO] - [E:274| 400]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:02:55,297 - ice14ws_128 - [INFO] - [E:274| 500]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:04:36,452 - ice14ws_128 - [INFO] - [E:274| 600]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:06:17,698 - ice14ws_128 - [INFO] - [E:274| 700]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:07:58,835 - ice14ws_128 - [INFO] - [E:274| 800]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:09:29,614 - ice14ws_128 - [INFO] - [E:274| 900]: Train Loss:0.0014993, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:10:40,584 - ice14ws_128 - [INFO] - [Epoch:274]: Training Loss:0.001499 + +2023-05-14 17:10:40,981 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 17:11:03,617 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 17:11:25,795 - ice14ws_128 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.48187, Head : 0.42456, Avg : 0.45322 + +2023-05-14 17:11:25,795 - ice14ws_128 - [INFO] - [Epoch 274]: Training Loss: 0.0014994, Valid MRR: 0.45539, + + + +2023-05-14 17:11:26,615 - ice14ws_128 - [INFO] - [E:275| 0]: Train Loss:0.0014954, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:13:07,629 - ice14ws_128 - [INFO] - [E:275| 100]: Train Loss:0.0014978, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:14:48,805 - ice14ws_128 - [INFO] - [E:275| 200]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:16:29,949 - ice14ws_128 - [INFO] - [E:275| 300]: Train Loss:0.0014984, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:18:00,573 - ice14ws_128 - [INFO] - [E:275| 400]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:19:41,691 - ice14ws_128 - [INFO] - [E:275| 500]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:21:22,713 - ice14ws_128 - [INFO] - [E:275| 600]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:23:03,769 - ice14ws_128 - [INFO] - [E:275| 700]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:24:40,158 - ice14ws_128 - [INFO] - [E:275| 800]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:26:15,543 - ice14ws_128 - [INFO] - [E:275| 900]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:27:26,449 - ice14ws_128 - [INFO] - [Epoch:275]: Training Loss:0.001499 + +2023-05-14 17:27:26,847 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 17:27:49,522 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 17:28:11,586 - ice14ws_128 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.48083, Head : 0.42526, Avg : 0.45305 + +2023-05-14 17:28:11,587 - ice14ws_128 - [INFO] - [Epoch 275]: Training Loss: 0.0014991, Valid MRR: 0.45539, + + + +2023-05-14 17:28:12,439 - ice14ws_128 - [INFO] - [E:276| 0]: Train Loss:0.0015145, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:29:53,612 - ice14ws_128 - [INFO] - [E:276| 100]: Train Loss:0.0014994, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:31:34,610 - ice14ws_128 - [INFO] - [E:276| 200]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:33:05,447 - ice14ws_128 - [INFO] - [E:276| 300]: Train Loss:0.0014989, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:34:46,687 - ice14ws_128 - [INFO] - [E:276| 400]: Train Loss:0.0014992, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:36:27,919 - ice14ws_128 - [INFO] - [E:276| 500]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:38:09,008 - ice14ws_128 - [INFO] - [E:276| 600]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:39:50,121 - ice14ws_128 - [INFO] - [E:276| 700]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:41:20,754 - ice14ws_128 - [INFO] - [E:276| 800]: Train Loss:0.0014992, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:43:01,665 - ice14ws_128 - [INFO] - [E:276| 900]: Train Loss:0.0014992, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:44:12,765 - ice14ws_128 - [INFO] - [Epoch:276]: Training Loss:0.001499 + +2023-05-14 17:44:13,030 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 17:44:35,407 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 17:44:57,977 - ice14ws_128 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.47698, Head : 0.42173, Avg : 0.44936 + +2023-05-14 17:44:57,977 - ice14ws_128 - [INFO] - [Epoch 276]: Training Loss: 0.0014993, Valid MRR: 0.45539, + + + +2023-05-14 17:44:58,847 - ice14ws_128 - [INFO] - [E:277| 0]: Train Loss:0.0015001, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:46:42,353 - ice14ws_128 - [INFO] - [E:277| 100]: Train Loss:0.0014994, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:48:22,442 - ice14ws_128 - [INFO] - [E:277| 200]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:49:54,088 - ice14ws_128 - [INFO] - [E:277| 300]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:51:35,188 - ice14ws_128 - [INFO] - [E:277| 400]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:53:16,289 - ice14ws_128 - [INFO] - [E:277| 500]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:54:57,270 - ice14ws_128 - [INFO] - [E:277| 600]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:56:30,331 - ice14ws_128 - [INFO] - [E:277| 700]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:58:09,025 - ice14ws_128 - [INFO] - [E:277| 800]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 17:59:49,816 - ice14ws_128 - [INFO] - [E:277| 900]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:01:00,720 - ice14ws_128 - [INFO] - [Epoch:277]: Training Loss:0.001499 + +2023-05-14 18:01:01,115 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 18:01:23,734 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 18:01:45,791 - ice14ws_128 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.47566, Head : 0.42518, Avg : 0.45042 + +2023-05-14 18:01:45,792 - ice14ws_128 - [INFO] - [Epoch 277]: Training Loss: 0.0014991, Valid MRR: 0.45539, + + + +2023-05-14 18:01:46,573 - ice14ws_128 - [INFO] - [E:278| 0]: Train Loss:0.001494, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:03:27,454 - ice14ws_128 - [INFO] - [E:278| 100]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:04:58,265 - ice14ws_128 - [INFO] - [E:278| 200]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:06:39,324 - ice14ws_128 - [INFO] - [E:278| 300]: Train Loss:0.0014989, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:08:20,373 - ice14ws_128 - [INFO] - [E:278| 400]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:10:01,531 - ice14ws_128 - [INFO] - [E:278| 500]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:11:42,531 - ice14ws_128 - [INFO] - [E:278| 600]: Train Loss:0.0014991, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:13:13,156 - ice14ws_128 - [INFO] - [E:278| 700]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:14:54,103 - ice14ws_128 - [INFO] - [E:278| 800]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:16:34,826 - ice14ws_128 - [INFO] - [E:278| 900]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:17:45,844 - ice14ws_128 - [INFO] - [Epoch:278]: Training Loss:0.001499 + +2023-05-14 18:17:46,360 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 18:18:08,808 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 18:18:30,909 - ice14ws_128 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.48188, Head : 0.4267, Avg : 0.45429 + +2023-05-14 18:18:30,909 - ice14ws_128 - [INFO] - [Epoch 278]: Training Loss: 0.0014989, Valid MRR: 0.45539, + + + +2023-05-14 18:18:31,973 - ice14ws_128 - [INFO] - [E:279| 0]: Train Loss:0.0014945, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:20:07,983 - ice14ws_128 - [INFO] - [E:279| 100]: Train Loss:0.0014993, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:21:43,626 - ice14ws_128 - [INFO] - [E:279| 200]: Train Loss:0.0014994, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:23:24,469 - ice14ws_128 - [INFO] - [E:279| 300]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:25:05,203 - ice14ws_128 - [INFO] - [E:279| 400]: Train Loss:0.0014989, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:26:45,882 - ice14ws_128 - [INFO] - [E:279| 500]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:28:16,665 - ice14ws_128 - [INFO] - [E:279| 600]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:29:59,767 - ice14ws_128 - [INFO] - [E:279| 700]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:31:40,450 - ice14ws_128 - [INFO] - [E:279| 800]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:33:21,392 - ice14ws_128 - [INFO] - [E:279| 900]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:34:32,429 - ice14ws_128 - [INFO] - [Epoch:279]: Training Loss:0.001499 + +2023-05-14 18:34:32,826 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 18:34:55,602 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 18:35:17,695 - ice14ws_128 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.47772, Head : 0.42519, Avg : 0.45146 + MR: Tail : 589.73, Head : 685.12, Avg : 637.43 + Hit-1: Tail : 0.3975, Head : 0.34227, Avg : 0.36989 + Hit-3: Tail : 0.52215, Head : 0.46632, Avg : 0.49423 + Hit-10: Tail : 0.6258, Head : 0.58065, Avg : 0.60323 +2023-05-14 18:35:17,695 - ice14ws_128 - [INFO] - [Epoch 279]: Training Loss: 0.0014988, Valid MRR: 0.45539, + + + +2023-05-14 18:35:18,765 - ice14ws_128 - [INFO] - [E:280| 0]: Train Loss:0.0014976, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:36:49,647 - ice14ws_128 - [INFO] - [E:280| 100]: Train Loss:0.0014973, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:38:30,668 - ice14ws_128 - [INFO] - [E:280| 200]: Train Loss:0.0014978, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:40:11,654 - ice14ws_128 - [INFO] - [E:280| 300]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:41:52,628 - ice14ws_128 - [INFO] - [E:280| 400]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:43:33,379 - ice14ws_128 - [INFO] - [E:280| 500]: Train Loss:0.0014983, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:45:03,920 - ice14ws_128 - [INFO] - [E:280| 600]: Train Loss:0.0014983, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:46:44,366 - ice14ws_128 - [INFO] - [E:280| 700]: Train Loss:0.0014985, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:48:25,358 - ice14ws_128 - [INFO] - [E:280| 800]: Train Loss:0.0014984, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:50:06,347 - ice14ws_128 - [INFO] - [E:280| 900]: Train Loss:0.0014985, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:51:17,185 - ice14ws_128 - [INFO] - [Epoch:280]: Training Loss:0.001499 + +2023-05-14 18:51:17,579 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 18:51:40,231 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 18:51:55,972 - ice14ws_128 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.47728, Head : 0.42431, Avg : 0.4508 + +2023-05-14 18:51:55,972 - ice14ws_128 - [INFO] - [Epoch 280]: Training Loss: 0.0014987, Valid MRR: 0.45539, + + + +2023-05-14 18:51:56,620 - ice14ws_128 - [INFO] - [E:281| 0]: Train Loss:0.001508, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:53:33,831 - ice14ws_128 - [INFO] - [E:281| 100]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:55:14,918 - ice14ws_128 - [INFO] - [E:281| 200]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:56:56,088 - ice14ws_128 - [INFO] - [E:281| 300]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 18:58:37,160 - ice14ws_128 - [INFO] - [E:281| 400]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:00:07,835 - ice14ws_128 - [INFO] - [E:281| 500]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:01:48,941 - ice14ws_128 - [INFO] - [E:281| 600]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:03:30,035 - ice14ws_128 - [INFO] - [E:281| 700]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:05:10,974 - ice14ws_128 - [INFO] - [E:281| 800]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:06:52,081 - ice14ws_128 - [INFO] - [E:281| 900]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:07:53,754 - ice14ws_128 - [INFO] - [Epoch:281]: Training Loss:0.001499 + +2023-05-14 19:07:53,971 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 19:08:15,682 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 19:08:37,808 - ice14ws_128 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.48139, Head : 0.42852, Avg : 0.45495 + +2023-05-14 19:08:37,808 - ice14ws_128 - [INFO] - [Epoch 281]: Training Loss: 0.0014987, Valid MRR: 0.45539, + + + +2023-05-14 19:08:38,825 - ice14ws_128 - [INFO] - [E:282| 0]: Train Loss:0.0015042, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:10:19,267 - ice14ws_128 - [INFO] - [E:282| 100]: Train Loss:0.001499, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:11:59,710 - ice14ws_128 - [INFO] - [E:282| 200]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:13:43,627 - ice14ws_128 - [INFO] - [E:282| 300]: Train Loss:0.0014983, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:15:24,614 - ice14ws_128 - [INFO] - [E:282| 400]: Train Loss:0.0014983, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:16:55,271 - ice14ws_128 - [INFO] - [E:282| 500]: Train Loss:0.0014985, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:18:36,487 - ice14ws_128 - [INFO] - [E:282| 600]: Train Loss:0.0014985, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:20:17,592 - ice14ws_128 - [INFO] - [E:282| 700]: Train Loss:0.0014984, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:21:58,785 - ice14ws_128 - [INFO] - [E:282| 800]: Train Loss:0.0014985, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:23:39,778 - ice14ws_128 - [INFO] - [E:282| 900]: Train Loss:0.0014985, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:24:40,670 - ice14ws_128 - [INFO] - [Epoch:282]: Training Loss:0.001499 + +2023-05-14 19:24:41,015 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 19:25:03,935 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 19:25:25,983 - ice14ws_128 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.48135, Head : 0.42567, Avg : 0.45351 + +2023-05-14 19:25:25,984 - ice14ws_128 - [INFO] - [Epoch 282]: Training Loss: 0.0014985, Valid MRR: 0.45539, + + + +2023-05-14 19:25:27,051 - ice14ws_128 - [INFO] - [E:283| 0]: Train Loss:0.0015134, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:27:08,198 - ice14ws_128 - [INFO] - [E:283| 100]: Train Loss:0.0014988, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:28:49,264 - ice14ws_128 - [INFO] - [E:283| 200]: Train Loss:0.0014987, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:30:30,291 - ice14ws_128 - [INFO] - [E:283| 300]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:32:00,808 - ice14ws_128 - [INFO] - [E:283| 400]: Train Loss:0.0014983, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:33:41,945 - ice14ws_128 - [INFO] - [E:283| 500]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:35:23,053 - ice14ws_128 - [INFO] - [E:283| 600]: Train Loss:0.0014983, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:37:04,220 - ice14ws_128 - [INFO] - [E:283| 700]: Train Loss:0.0014982, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:38:45,279 - ice14ws_128 - [INFO] - [E:283| 800]: Train Loss:0.0014983, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:40:16,027 - ice14ws_128 - [INFO] - [E:283| 900]: Train Loss:0.0014985, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:41:27,193 - ice14ws_128 - [INFO] - [Epoch:283]: Training Loss:0.001499 + +2023-05-14 19:41:27,457 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 19:41:49,859 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 19:42:12,109 - ice14ws_128 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.47861, Head : 0.42661, Avg : 0.45261 + +2023-05-14 19:42:12,109 - ice14ws_128 - [INFO] - [Epoch 283]: Training Loss: 0.0014985, Valid MRR: 0.45539, + + + +2023-05-14 19:42:13,231 - ice14ws_128 - [INFO] - [E:284| 0]: Train Loss:0.001494, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:43:54,263 - ice14ws_128 - [INFO] - [E:284| 100]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:45:35,401 - ice14ws_128 - [INFO] - [E:284| 200]: Train Loss:0.0014982, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:47:16,544 - ice14ws_128 - [INFO] - [E:284| 300]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:48:47,246 - ice14ws_128 - [INFO] - [E:284| 400]: Train Loss:0.0014978, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:50:28,359 - ice14ws_128 - [INFO] - [E:284| 500]: Train Loss:0.0014977, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:52:09,456 - ice14ws_128 - [INFO] - [E:284| 600]: Train Loss:0.0014978, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:53:50,526 - ice14ws_128 - [INFO] - [E:284| 700]: Train Loss:0.0014977, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:55:26,340 - ice14ws_128 - [INFO] - [E:284| 800]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:57:01,725 - ice14ws_128 - [INFO] - [E:284| 900]: Train Loss:0.001498, Val MRR:0.45539, ice14ws_128 +2023-05-14 19:58:15,244 - ice14ws_128 - [INFO] - [Epoch:284]: Training Loss:0.001498 + +2023-05-14 19:58:15,587 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 19:58:38,394 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 19:59:00,479 - ice14ws_128 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.4774, Head : 0.42332, Avg : 0.45036 + +2023-05-14 19:59:00,479 - ice14ws_128 - [INFO] - [Epoch 284]: Training Loss: 0.0014981, Valid MRR: 0.45539, + + + +2023-05-14 19:59:01,676 - ice14ws_128 - [INFO] - [E:285| 0]: Train Loss:0.0014947, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:00:42,141 - ice14ws_128 - [INFO] - [E:285| 100]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:02:23,064 - ice14ws_128 - [INFO] - [E:285| 200]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:03:53,820 - ice14ws_128 - [INFO] - [E:285| 300]: Train Loss:0.0014982, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:05:34,815 - ice14ws_128 - [INFO] - [E:285| 400]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:07:15,881 - ice14ws_128 - [INFO] - [E:285| 500]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:08:56,996 - ice14ws_128 - [INFO] - [E:285| 600]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:10:38,118 - ice14ws_128 - [INFO] - [E:285| 700]: Train Loss:0.001498, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:12:09,040 - ice14ws_128 - [INFO] - [E:285| 800]: Train Loss:0.0014982, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:13:50,305 - ice14ws_128 - [INFO] - [E:285| 900]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:15:01,404 - ice14ws_128 - [INFO] - [Epoch:285]: Training Loss:0.001498 + +2023-05-14 20:15:01,745 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 20:15:24,578 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 20:15:46,690 - ice14ws_128 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.47808, Head : 0.42342, Avg : 0.45075 + +2023-05-14 20:15:46,691 - ice14ws_128 - [INFO] - [Epoch 285]: Training Loss: 0.0014982, Valid MRR: 0.45539, + + + +2023-05-14 20:15:47,762 - ice14ws_128 - [INFO] - [E:286| 0]: Train Loss:0.0014932, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:17:28,813 - ice14ws_128 - [INFO] - [E:286| 100]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:19:09,436 - ice14ws_128 - [INFO] - [E:286| 200]: Train Loss:0.0014975, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:20:40,144 - ice14ws_128 - [INFO] - [E:286| 300]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:22:21,183 - ice14ws_128 - [INFO] - [E:286| 400]: Train Loss:0.0014978, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:24:02,167 - ice14ws_128 - [INFO] - [E:286| 500]: Train Loss:0.0014978, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:25:43,097 - ice14ws_128 - [INFO] - [E:286| 600]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:27:16,741 - ice14ws_128 - [INFO] - [E:286| 700]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:28:55,086 - ice14ws_128 - [INFO] - [E:286| 800]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:30:36,151 - ice14ws_128 - [INFO] - [E:286| 900]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:31:47,181 - ice14ws_128 - [INFO] - [Epoch:286]: Training Loss:0.001498 + +2023-05-14 20:31:47,523 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 20:32:10,338 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 20:32:32,413 - ice14ws_128 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.47791, Head : 0.42631, Avg : 0.45211 + +2023-05-14 20:32:32,413 - ice14ws_128 - [INFO] - [Epoch 286]: Training Loss: 0.0014981, Valid MRR: 0.45539, + + + +2023-05-14 20:32:33,194 - ice14ws_128 - [INFO] - [E:287| 0]: Train Loss:0.001496, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:34:14,308 - ice14ws_128 - [INFO] - [E:287| 100]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:35:45,234 - ice14ws_128 - [INFO] - [E:287| 200]: Train Loss:0.0014977, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:37:26,327 - ice14ws_128 - [INFO] - [E:287| 300]: Train Loss:0.001498, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:39:07,452 - ice14ws_128 - [INFO] - [E:287| 400]: Train Loss:0.0014984, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:40:48,642 - ice14ws_128 - [INFO] - [E:287| 500]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:42:32,407 - ice14ws_128 - [INFO] - [E:287| 600]: Train Loss:0.0014982, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:44:02,925 - ice14ws_128 - [INFO] - [E:287| 700]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:45:43,918 - ice14ws_128 - [INFO] - [E:287| 800]: Train Loss:0.0014982, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:47:24,745 - ice14ws_128 - [INFO] - [E:287| 900]: Train Loss:0.0014982, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:48:35,865 - ice14ws_128 - [INFO] - [Epoch:287]: Training Loss:0.001498 + +2023-05-14 20:48:36,384 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 20:48:58,702 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 20:49:20,771 - ice14ws_128 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.47897, Head : 0.42283, Avg : 0.4509 + +2023-05-14 20:49:20,771 - ice14ws_128 - [INFO] - [Epoch 287]: Training Loss: 0.0014982, Valid MRR: 0.45539, + + + +2023-05-14 20:49:21,835 - ice14ws_128 - [INFO] - [E:288| 0]: Train Loss:0.0015015, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:50:59,617 - ice14ws_128 - [INFO] - [E:288| 100]: Train Loss:0.0014981, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:52:33,626 - ice14ws_128 - [INFO] - [E:288| 200]: Train Loss:0.0014983, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:54:14,711 - ice14ws_128 - [INFO] - [E:288| 300]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:55:55,697 - ice14ws_128 - [INFO] - [E:288| 400]: Train Loss:0.0014978, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:57:36,666 - ice14ws_128 - [INFO] - [E:288| 500]: Train Loss:0.0014977, Val MRR:0.45539, ice14ws_128 +2023-05-14 20:59:07,351 - ice14ws_128 - [INFO] - [E:288| 600]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:00:48,415 - ice14ws_128 - [INFO] - [E:288| 700]: Train Loss:0.001498, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:02:29,410 - ice14ws_128 - [INFO] - [E:288| 800]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:04:10,604 - ice14ws_128 - [INFO] - [E:288| 900]: Train Loss:0.0014979, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:05:21,662 - ice14ws_128 - [INFO] - [Epoch:288]: Training Loss:0.001498 + +2023-05-14 21:05:22,179 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 21:05:44,626 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 21:06:06,646 - ice14ws_128 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.47944, Head : 0.42603, Avg : 0.45273 + +2023-05-14 21:06:06,646 - ice14ws_128 - [INFO] - [Epoch 288]: Training Loss: 0.001498, Valid MRR: 0.45539, + + + +2023-05-14 21:06:07,712 - ice14ws_128 - [INFO] - [E:289| 0]: Train Loss:0.0014986, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:07:38,432 - ice14ws_128 - [INFO] - [E:289| 100]: Train Loss:0.0014959, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:09:19,730 - ice14ws_128 - [INFO] - [E:289| 200]: Train Loss:0.001497, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:11:00,928 - ice14ws_128 - [INFO] - [E:289| 300]: Train Loss:0.0014972, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:12:41,934 - ice14ws_128 - [INFO] - [E:289| 400]: Train Loss:0.0014973, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:14:22,993 - ice14ws_128 - [INFO] - [E:289| 500]: Train Loss:0.0014973, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:15:53,710 - ice14ws_128 - [INFO] - [E:289| 600]: Train Loss:0.0014973, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:17:34,691 - ice14ws_128 - [INFO] - [E:289| 700]: Train Loss:0.0014974, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:19:15,664 - ice14ws_128 - [INFO] - [E:289| 800]: Train Loss:0.0014975, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:20:56,634 - ice14ws_128 - [INFO] - [E:289| 900]: Train Loss:0.0014977, Val MRR:0.45539, ice14ws_128 +2023-05-14 21:22:07,657 - ice14ws_128 - [INFO] - [Epoch:289]: Training Loss:0.001498 + +2023-05-14 21:22:08,001 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 21:22:30,688 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 21:22:44,561 - ice14ws_128 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.48332, Head : 0.42768, Avg : 0.4555 + MR: Tail : 577.57, Head : 659.83, Avg : 618.7 + Hit-1: Tail : 0.4009, Head : 0.3447, Avg : 0.3728 + Hit-3: Tail : 0.52773, Head : 0.46911, Avg : 0.49842 + Hit-10: Tail : 0.63272, Head : 0.58806, Avg : 0.61039 +2023-05-14 21:22:47,596 - ice14ws_128 - [INFO] - [Epoch 289]: Training Loss: 0.0014978, Valid MRR: 0.4555, + + + +2023-05-14 21:22:48,255 - ice14ws_128 - [INFO] - [E:290| 0]: Train Loss:0.0014994, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:24:28,615 - ice14ws_128 - [INFO] - [E:290| 100]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:26:12,192 - ice14ws_128 - [INFO] - [E:290| 200]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:27:53,261 - ice14ws_128 - [INFO] - [E:290| 300]: Train Loss:0.0014967, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:29:34,419 - ice14ws_128 - [INFO] - [E:290| 400]: Train Loss:0.001497, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:31:05,100 - ice14ws_128 - [INFO] - [E:290| 500]: Train Loss:0.001497, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:32:46,071 - ice14ws_128 - [INFO] - [E:290| 600]: Train Loss:0.001497, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:34:27,389 - ice14ws_128 - [INFO] - [E:290| 700]: Train Loss:0.0014972, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:36:08,290 - ice14ws_128 - [INFO] - [E:290| 800]: Train Loss:0.0014972, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:37:49,271 - ice14ws_128 - [INFO] - [E:290| 900]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:38:50,441 - ice14ws_128 - [INFO] - [Epoch:290]: Training Loss:0.001498 + +2023-05-14 21:38:50,659 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 21:39:12,408 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 21:39:34,527 - ice14ws_128 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.47799, Head : 0.42339, Avg : 0.45069 + +2023-05-14 21:39:34,528 - ice14ws_128 - [INFO] - [Epoch 290]: Training Loss: 0.0014975, Valid MRR: 0.4555, + + + +2023-05-14 21:39:35,513 - ice14ws_128 - [INFO] - [E:291| 0]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:41:16,725 - ice14ws_128 - [INFO] - [E:291| 100]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:42:57,787 - ice14ws_128 - [INFO] - [E:291| 200]: Train Loss:0.0014967, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:44:38,889 - ice14ws_128 - [INFO] - [E:291| 300]: Train Loss:0.0014973, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:46:20,022 - ice14ws_128 - [INFO] - [E:291| 400]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:47:50,529 - ice14ws_128 - [INFO] - [E:291| 500]: Train Loss:0.0014975, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:49:31,657 - ice14ws_128 - [INFO] - [E:291| 600]: Train Loss:0.0014975, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:51:12,994 - ice14ws_128 - [INFO] - [E:291| 700]: Train Loss:0.0014975, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:52:54,134 - ice14ws_128 - [INFO] - [E:291| 800]: Train Loss:0.0014976, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:54:31,572 - ice14ws_128 - [INFO] - [E:291| 900]: Train Loss:0.0014975, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:55:35,907 - ice14ws_128 - [INFO] - [Epoch:291]: Training Loss:0.001498 + +2023-05-14 21:55:36,305 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 21:55:58,983 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 21:56:21,058 - ice14ws_128 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.48142, Head : 0.42936, Avg : 0.45539 + +2023-05-14 21:56:21,058 - ice14ws_128 - [INFO] - [Epoch 291]: Training Loss: 0.0014975, Valid MRR: 0.4555, + + + +2023-05-14 21:56:22,128 - ice14ws_128 - [INFO] - [E:292| 0]: Train Loss:0.001488, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:58:03,240 - ice14ws_128 - [INFO] - [E:292| 100]: Train Loss:0.001497, Val MRR:0.4555, ice14ws_128 +2023-05-14 21:59:44,286 - ice14ws_128 - [INFO] - [E:292| 200]: Train Loss:0.001497, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:01:25,208 - ice14ws_128 - [INFO] - [E:292| 300]: Train Loss:0.0014971, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:02:55,875 - ice14ws_128 - [INFO] - [E:292| 400]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:04:36,919 - ice14ws_128 - [INFO] - [E:292| 500]: Train Loss:0.0014973, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:06:17,932 - ice14ws_128 - [INFO] - [E:292| 600]: Train Loss:0.0014972, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:07:58,885 - ice14ws_128 - [INFO] - [E:292| 700]: Train Loss:0.0014973, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:09:43,442 - ice14ws_128 - [INFO] - [E:292| 800]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:11:14,351 - ice14ws_128 - [INFO] - [E:292| 900]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:12:25,294 - ice14ws_128 - [INFO] - [Epoch:292]: Training Loss:0.001497 + +2023-05-14 22:12:25,639 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 22:12:48,378 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 22:13:10,559 - ice14ws_128 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.47847, Head : 0.42778, Avg : 0.45312 + +2023-05-14 22:13:10,559 - ice14ws_128 - [INFO] - [Epoch 292]: Training Loss: 0.0014975, Valid MRR: 0.4555, + + + +2023-05-14 22:13:11,350 - ice14ws_128 - [INFO] - [E:293| 0]: Train Loss:0.0014922, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:14:52,454 - ice14ws_128 - [INFO] - [E:293| 100]: Train Loss:0.0014978, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:16:33,719 - ice14ws_128 - [INFO] - [E:293| 200]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:18:14,937 - ice14ws_128 - [INFO] - [E:293| 300]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:19:45,630 - ice14ws_128 - [INFO] - [E:293| 400]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:21:26,694 - ice14ws_128 - [INFO] - [E:293| 500]: Train Loss:0.0014971, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:23:07,684 - ice14ws_128 - [INFO] - [E:293| 600]: Train Loss:0.0014972, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:24:48,139 - ice14ws_128 - [INFO] - [E:293| 700]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:26:23,629 - ice14ws_128 - [INFO] - [E:293| 800]: Train Loss:0.0014973, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:27:59,698 - ice14ws_128 - [INFO] - [E:293| 900]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:29:10,717 - ice14ws_128 - [INFO] - [Epoch:293]: Training Loss:0.001497 + +2023-05-14 22:29:11,239 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 22:29:33,665 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 22:29:55,723 - ice14ws_128 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.47828, Head : 0.42449, Avg : 0.45139 + +2023-05-14 22:29:55,723 - ice14ws_128 - [INFO] - [Epoch 293]: Training Loss: 0.0014973, Valid MRR: 0.4555, + + + +2023-05-14 22:29:56,788 - ice14ws_128 - [INFO] - [E:294| 0]: Train Loss:0.0015119, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:31:37,959 - ice14ws_128 - [INFO] - [E:294| 100]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:33:19,164 - ice14ws_128 - [INFO] - [E:294| 200]: Train Loss:0.0014971, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:34:49,623 - ice14ws_128 - [INFO] - [E:294| 300]: Train Loss:0.0014977, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:36:30,803 - ice14ws_128 - [INFO] - [E:294| 400]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:38:11,622 - ice14ws_128 - [INFO] - [E:294| 500]: Train Loss:0.0014973, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:39:52,075 - ice14ws_128 - [INFO] - [E:294| 600]: Train Loss:0.0014972, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:41:32,917 - ice14ws_128 - [INFO] - [E:294| 700]: Train Loss:0.0014971, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:43:03,652 - ice14ws_128 - [INFO] - [E:294| 800]: Train Loss:0.0014972, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:44:44,486 - ice14ws_128 - [INFO] - [E:294| 900]: Train Loss:0.0014973, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:45:55,370 - ice14ws_128 - [INFO] - [Epoch:294]: Training Loss:0.001497 + +2023-05-14 22:45:55,766 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 22:46:18,206 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 22:46:40,336 - ice14ws_128 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.48322, Head : 0.42664, Avg : 0.45493 + +2023-05-14 22:46:40,336 - ice14ws_128 - [INFO] - [Epoch 294]: Training Loss: 0.0014973, Valid MRR: 0.4555, + + + +2023-05-14 22:46:41,321 - ice14ws_128 - [INFO] - [E:295| 0]: Train Loss:0.0014986, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:48:22,462 - ice14ws_128 - [INFO] - [E:295| 100]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:50:01,989 - ice14ws_128 - [INFO] - [E:295| 200]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:51:34,475 - ice14ws_128 - [INFO] - [E:295| 300]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:53:18,531 - ice14ws_128 - [INFO] - [E:295| 400]: Train Loss:0.001497, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:54:59,332 - ice14ws_128 - [INFO] - [E:295| 500]: Train Loss:0.0014971, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:56:40,396 - ice14ws_128 - [INFO] - [E:295| 600]: Train Loss:0.0014973, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:58:15,108 - ice14ws_128 - [INFO] - [E:295| 700]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 22:59:51,771 - ice14ws_128 - [INFO] - [E:295| 800]: Train Loss:0.0014974, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:01:32,615 - ice14ws_128 - [INFO] - [E:295| 900]: Train Loss:0.0014973, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:02:43,545 - ice14ws_128 - [INFO] - [Epoch:295]: Training Loss:0.001497 + +2023-05-14 23:02:43,887 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 23:03:06,687 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 23:03:28,884 - ice14ws_128 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.48139, Head : 0.42704, Avg : 0.45422 + +2023-05-14 23:03:28,884 - ice14ws_128 - [INFO] - [Epoch 295]: Training Loss: 0.0014974, Valid MRR: 0.4555, + + + +2023-05-14 23:03:30,091 - ice14ws_128 - [INFO] - [E:296| 0]: Train Loss:0.0015054, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:05:11,057 - ice14ws_128 - [INFO] - [E:296| 100]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:06:41,692 - ice14ws_128 - [INFO] - [E:296| 200]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:08:22,877 - ice14ws_128 - [INFO] - [E:296| 300]: Train Loss:0.0014967, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:10:03,771 - ice14ws_128 - [INFO] - [E:296| 400]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:11:44,931 - ice14ws_128 - [INFO] - [E:296| 500]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:13:26,145 - ice14ws_128 - [INFO] - [E:296| 600]: Train Loss:0.0014971, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:14:56,980 - ice14ws_128 - [INFO] - [E:296| 700]: Train Loss:0.0014972, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:16:38,063 - ice14ws_128 - [INFO] - [E:296| 800]: Train Loss:0.0014972, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:18:19,312 - ice14ws_128 - [INFO] - [E:296| 900]: Train Loss:0.0014971, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:19:30,507 - ice14ws_128 - [INFO] - [Epoch:296]: Training Loss:0.001497 + +2023-05-14 23:19:30,851 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 23:19:53,626 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 23:20:15,715 - ice14ws_128 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.4788, Head : 0.42288, Avg : 0.45084 + +2023-05-14 23:20:15,715 - ice14ws_128 - [INFO] - [Epoch 296]: Training Loss: 0.0014971, Valid MRR: 0.4555, + + + +2023-05-14 23:20:16,516 - ice14ws_128 - [INFO] - [E:297| 0]: Train Loss:0.0014941, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:21:54,076 - ice14ws_128 - [INFO] - [E:297| 100]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:23:28,520 - ice14ws_128 - [INFO] - [E:297| 200]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:25:09,406 - ice14ws_128 - [INFO] - [E:297| 300]: Train Loss:0.0014967, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:26:50,366 - ice14ws_128 - [INFO] - [E:297| 400]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:28:31,395 - ice14ws_128 - [INFO] - [E:297| 500]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:30:01,876 - ice14ws_128 - [INFO] - [E:297| 600]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:31:42,953 - ice14ws_128 - [INFO] - [E:297| 700]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:33:23,595 - ice14ws_128 - [INFO] - [E:297| 800]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:35:03,940 - ice14ws_128 - [INFO] - [E:297| 900]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:36:14,720 - ice14ws_128 - [INFO] - [Epoch:297]: Training Loss:0.001497 + +2023-05-14 23:36:14,984 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 23:36:37,325 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 23:37:02,636 - ice14ws_128 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.48023, Head : 0.42549, Avg : 0.45286 + +2023-05-14 23:37:02,637 - ice14ws_128 - [INFO] - [Epoch 297]: Training Loss: 0.001497, Valid MRR: 0.4555, + + + +2023-05-14 23:37:03,663 - ice14ws_128 - [INFO] - [E:298| 0]: Train Loss:0.0014992, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:38:34,333 - ice14ws_128 - [INFO] - [E:298| 100]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:40:15,198 - ice14ws_128 - [INFO] - [E:298| 200]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:41:56,208 - ice14ws_128 - [INFO] - [E:298| 300]: Train Loss:0.0014967, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:43:37,239 - ice14ws_128 - [INFO] - [E:298| 400]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:45:18,284 - ice14ws_128 - [INFO] - [E:298| 500]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:46:48,836 - ice14ws_128 - [INFO] - [E:298| 600]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:48:30,095 - ice14ws_128 - [INFO] - [E:298| 700]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:50:11,306 - ice14ws_128 - [INFO] - [E:298| 800]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:51:52,714 - ice14ws_128 - [INFO] - [E:298| 900]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:53:04,047 - ice14ws_128 - [INFO] - [Epoch:298]: Training Loss:0.001497 + +2023-05-14 23:53:04,568 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-14 23:53:26,965 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-14 23:53:45,352 - ice14ws_128 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.47913, Head : 0.42745, Avg : 0.45329 + +2023-05-14 23:53:45,352 - ice14ws_128 - [INFO] - [Epoch 298]: Training Loss: 0.001497, Valid MRR: 0.4555, + + + +2023-05-14 23:53:45,999 - ice14ws_128 - [INFO] - [E:299| 0]: Train Loss:0.0014917, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:55:20,465 - ice14ws_128 - [INFO] - [E:299| 100]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:57:01,568 - ice14ws_128 - [INFO] - [E:299| 200]: Train Loss:0.001497, Val MRR:0.4555, ice14ws_128 +2023-05-14 23:58:42,725 - ice14ws_128 - [INFO] - [E:299| 300]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:00:24,124 - ice14ws_128 - [INFO] - [E:299| 400]: Train Loss:0.0014967, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:01:54,630 - ice14ws_128 - [INFO] - [E:299| 500]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:03:35,662 - ice14ws_128 - [INFO] - [E:299| 600]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:05:16,881 - ice14ws_128 - [INFO] - [E:299| 700]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:06:57,979 - ice14ws_128 - [INFO] - [E:299| 800]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:08:39,026 - ice14ws_128 - [INFO] - [E:299| 900]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:09:43,417 - ice14ws_128 - [INFO] - [Epoch:299]: Training Loss:0.001497 + +2023-05-15 00:09:43,641 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 00:10:02,604 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 00:10:24,739 - ice14ws_128 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.47847, Head : 0.42814, Avg : 0.45331 + MR: Tail : 574.15, Head : 667.28, Avg : 620.71 + Hit-1: Tail : 0.39507, Head : 0.34664, Avg : 0.37086 + Hit-3: Tail : 0.52421, Head : 0.46559, Avg : 0.4949 + Hit-10: Tail : 0.63029, Head : 0.58332, Avg : 0.60681 +2023-05-15 00:10:24,739 - ice14ws_128 - [INFO] - [Epoch 299]: Training Loss: 0.001497, Valid MRR: 0.4555, + + + +2023-05-15 00:10:25,724 - ice14ws_128 - [INFO] - [E:300| 0]: Train Loss:0.0014901, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:12:06,994 - ice14ws_128 - [INFO] - [E:300| 100]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:13:48,030 - ice14ws_128 - [INFO] - [E:300| 200]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:15:29,240 - ice14ws_128 - [INFO] - [E:300| 300]: Train Loss:0.0014963, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:17:10,416 - ice14ws_128 - [INFO] - [E:300| 400]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:18:41,244 - ice14ws_128 - [INFO] - [E:300| 500]: Train Loss:0.0014966, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:20:22,330 - ice14ws_128 - [INFO] - [E:300| 600]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:22:06,612 - ice14ws_128 - [INFO] - [E:300| 700]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:23:47,624 - ice14ws_128 - [INFO] - [E:300| 800]: Train Loss:0.0014966, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:25:28,688 - ice14ws_128 - [INFO] - [E:300| 900]: Train Loss:0.0014966, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:26:29,443 - ice14ws_128 - [INFO] - [Epoch:300]: Training Loss:0.001497 + +2023-05-15 00:26:29,842 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 00:26:52,494 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 00:27:14,611 - ice14ws_128 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.47805, Head : 0.4225, Avg : 0.45028 + +2023-05-15 00:27:14,611 - ice14ws_128 - [INFO] - [Epoch 300]: Training Loss: 0.0014967, Valid MRR: 0.4555, + + + +2023-05-15 00:27:15,389 - ice14ws_128 - [INFO] - [E:301| 0]: Train Loss:0.0014918, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:28:56,549 - ice14ws_128 - [INFO] - [E:301| 100]: Train Loss:0.001497, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:30:37,712 - ice14ws_128 - [INFO] - [E:301| 200]: Train Loss:0.001497, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:32:18,677 - ice14ws_128 - [INFO] - [E:301| 300]: Train Loss:0.0014966, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:33:49,601 - ice14ws_128 - [INFO] - [E:301| 400]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:35:30,777 - ice14ws_128 - [INFO] - [E:301| 500]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:37:11,975 - ice14ws_128 - [INFO] - [E:301| 600]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:38:53,179 - ice14ws_128 - [INFO] - [E:301| 700]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:40:34,372 - ice14ws_128 - [INFO] - [E:301| 800]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:42:05,060 - ice14ws_128 - [INFO] - [E:301| 900]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:43:16,230 - ice14ws_128 - [INFO] - [Epoch:301]: Training Loss:0.001496 + +2023-05-15 00:43:16,608 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 00:43:39,035 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 00:44:01,282 - ice14ws_128 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.47683, Head : 0.42517, Avg : 0.451 + +2023-05-15 00:44:01,282 - ice14ws_128 - [INFO] - [Epoch 301]: Training Loss: 0.0014965, Valid MRR: 0.4555, + + + +2023-05-15 00:44:02,401 - ice14ws_128 - [INFO] - [E:302| 0]: Train Loss:0.0015001, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:45:43,639 - ice14ws_128 - [INFO] - [E:302| 100]: Train Loss:0.0014971, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:47:24,797 - ice14ws_128 - [INFO] - [E:302| 200]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:49:05,903 - ice14ws_128 - [INFO] - [E:302| 300]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:50:36,738 - ice14ws_128 - [INFO] - [E:302| 400]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:52:17,652 - ice14ws_128 - [INFO] - [E:302| 500]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:53:58,755 - ice14ws_128 - [INFO] - [E:302| 600]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:55:39,724 - ice14ws_128 - [INFO] - [E:302| 700]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:57:17,195 - ice14ws_128 - [INFO] - [E:302| 800]: Train Loss:0.0014967, Val MRR:0.4555, ice14ws_128 +2023-05-15 00:58:51,540 - ice14ws_128 - [INFO] - [E:302| 900]: Train Loss:0.0014967, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:00:02,646 - ice14ws_128 - [INFO] - [Epoch:302]: Training Loss:0.001497 + +2023-05-15 01:00:02,910 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 01:00:25,436 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 01:00:47,538 - ice14ws_128 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.48248, Head : 0.42755, Avg : 0.45502 + +2023-05-15 01:00:47,539 - ice14ws_128 - [INFO] - [Epoch 302]: Training Loss: 0.0014967, Valid MRR: 0.4555, + + + +2023-05-15 01:00:48,514 - ice14ws_128 - [INFO] - [E:303| 0]: Train Loss:0.0014978, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:02:29,433 - ice14ws_128 - [INFO] - [E:303| 100]: Train Loss:0.0014966, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:04:10,510 - ice14ws_128 - [INFO] - [E:303| 200]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:05:44,250 - ice14ws_128 - [INFO] - [E:303| 300]: Train Loss:0.0014968, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:07:25,325 - ice14ws_128 - [INFO] - [E:303| 400]: Train Loss:0.0014966, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:09:06,627 - ice14ws_128 - [INFO] - [E:303| 500]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:10:47,732 - ice14ws_128 - [INFO] - [E:303| 600]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:12:28,831 - ice14ws_128 - [INFO] - [E:303| 700]: Train Loss:0.0014963, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:13:59,561 - ice14ws_128 - [INFO] - [E:303| 800]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:15:40,524 - ice14ws_128 - [INFO] - [E:303| 900]: Train Loss:0.0014963, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:16:51,795 - ice14ws_128 - [INFO] - [Epoch:303]: Training Loss:0.001496 + +2023-05-15 01:16:52,182 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 01:17:14,478 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 01:17:36,557 - ice14ws_128 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.48157, Head : 0.42635, Avg : 0.45396 + +2023-05-15 01:17:36,557 - ice14ws_128 - [INFO] - [Epoch 303]: Training Loss: 0.0014964, Valid MRR: 0.4555, + + + +2023-05-15 01:17:37,629 - ice14ws_128 - [INFO] - [E:304| 0]: Train Loss:0.0015137, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:19:18,907 - ice14ws_128 - [INFO] - [E:304| 100]: Train Loss:0.0014969, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:20:59,988 - ice14ws_128 - [INFO] - [E:304| 200]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:22:30,534 - ice14ws_128 - [INFO] - [E:304| 300]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:24:11,435 - ice14ws_128 - [INFO] - [E:304| 400]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:25:52,493 - ice14ws_128 - [INFO] - [E:304| 500]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:27:33,199 - ice14ws_128 - [INFO] - [E:304| 600]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:29:09,347 - ice14ws_128 - [INFO] - [E:304| 700]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:30:44,864 - ice14ws_128 - [INFO] - [E:304| 800]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:32:25,933 - ice14ws_128 - [INFO] - [E:304| 900]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:33:36,916 - ice14ws_128 - [INFO] - [Epoch:304]: Training Loss:0.001496 + +2023-05-15 01:33:37,312 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 01:33:59,986 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 01:34:22,106 - ice14ws_128 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.4796, Head : 0.42561, Avg : 0.45261 + +2023-05-15 01:34:22,106 - ice14ws_128 - [INFO] - [Epoch 304]: Training Loss: 0.0014964, Valid MRR: 0.4555, + + + +2023-05-15 01:34:22,885 - ice14ws_128 - [INFO] - [E:305| 0]: Train Loss:0.0014876, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:36:03,968 - ice14ws_128 - [INFO] - [E:305| 100]: Train Loss:0.0014959, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:37:34,923 - ice14ws_128 - [INFO] - [E:305| 200]: Train Loss:0.0014956, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:39:15,911 - ice14ws_128 - [INFO] - [E:305| 300]: Train Loss:0.001496, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:40:56,878 - ice14ws_128 - [INFO] - [E:305| 400]: Train Loss:0.001496, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:42:37,805 - ice14ws_128 - [INFO] - [E:305| 500]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:44:18,945 - ice14ws_128 - [INFO] - [E:305| 600]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:45:49,367 - ice14ws_128 - [INFO] - [E:305| 700]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:47:30,645 - ice14ws_128 - [INFO] - [E:305| 800]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:49:15,403 - ice14ws_128 - [INFO] - [E:305| 900]: Train Loss:0.0014963, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:50:26,394 - ice14ws_128 - [INFO] - [Epoch:305]: Training Loss:0.001496 + +2023-05-15 01:50:26,738 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 01:50:49,615 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 01:51:12,259 - ice14ws_128 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.48195, Head : 0.42821, Avg : 0.45508 + +2023-05-15 01:51:12,259 - ice14ws_128 - [INFO] - [Epoch 305]: Training Loss: 0.0014963, Valid MRR: 0.4555, + + + +2023-05-15 01:51:13,064 - ice14ws_128 - [INFO] - [E:306| 0]: Train Loss:0.0015074, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:52:54,152 - ice14ws_128 - [INFO] - [E:306| 100]: Train Loss:0.0014959, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:54:24,970 - ice14ws_128 - [INFO] - [E:306| 200]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:56:05,958 - ice14ws_128 - [INFO] - [E:306| 300]: Train Loss:0.0014953, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:57:47,033 - ice14ws_128 - [INFO] - [E:306| 400]: Train Loss:0.0014956, Val MRR:0.4555, ice14ws_128 +2023-05-15 01:59:27,700 - ice14ws_128 - [INFO] - [E:306| 500]: Train Loss:0.0014957, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:01:02,410 - ice14ws_128 - [INFO] - [E:306| 600]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:02:39,117 - ice14ws_128 - [INFO] - [E:306| 700]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:04:20,014 - ice14ws_128 - [INFO] - [E:306| 800]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:06:00,897 - ice14ws_128 - [INFO] - [E:306| 900]: Train Loss:0.0014959, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:07:12,007 - ice14ws_128 - [INFO] - [Epoch:306]: Training Loss:0.001496 + +2023-05-15 02:07:12,400 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 02:07:34,728 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 02:07:56,792 - ice14ws_128 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.47765, Head : 0.42241, Avg : 0.45003 + +2023-05-15 02:07:56,793 - ice14ws_128 - [INFO] - [Epoch 306]: Training Loss: 0.001496, Valid MRR: 0.4555, + + + +2023-05-15 02:07:57,855 - ice14ws_128 - [INFO] - [E:307| 0]: Train Loss:0.0014889, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:09:28,666 - ice14ws_128 - [INFO] - [E:307| 100]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:11:09,578 - ice14ws_128 - [INFO] - [E:307| 200]: Train Loss:0.0014953, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:12:50,629 - ice14ws_128 - [INFO] - [E:307| 300]: Train Loss:0.0014957, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:14:31,753 - ice14ws_128 - [INFO] - [E:307| 400]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:16:13,114 - ice14ws_128 - [INFO] - [E:307| 500]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:17:44,108 - ice14ws_128 - [INFO] - [E:307| 600]: Train Loss:0.0014963, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:19:25,095 - ice14ws_128 - [INFO] - [E:307| 700]: Train Loss:0.0014964, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:21:05,986 - ice14ws_128 - [INFO] - [E:307| 800]: Train Loss:0.0014963, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:22:46,863 - ice14ws_128 - [INFO] - [E:307| 900]: Train Loss:0.0014963, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:23:58,099 - ice14ws_128 - [INFO] - [Epoch:307]: Training Loss:0.001496 + +2023-05-15 02:23:58,479 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 02:24:20,730 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 02:24:38,986 - ice14ws_128 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.48108, Head : 0.42628, Avg : 0.45368 + +2023-05-15 02:24:38,986 - ice14ws_128 - [INFO] - [Epoch 307]: Training Loss: 0.0014963, Valid MRR: 0.4555, + + + +2023-05-15 02:24:39,635 - ice14ws_128 - [INFO] - [E:308| 0]: Train Loss:0.0014894, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:26:14,654 - ice14ws_128 - [INFO] - [E:308| 100]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:27:55,732 - ice14ws_128 - [INFO] - [E:308| 200]: Train Loss:0.0014956, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:29:36,856 - ice14ws_128 - [INFO] - [E:308| 300]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:31:18,036 - ice14ws_128 - [INFO] - [E:308| 400]: Train Loss:0.001496, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:32:53,876 - ice14ws_128 - [INFO] - [E:308| 500]: Train Loss:0.0014959, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:34:32,175 - ice14ws_128 - [INFO] - [E:308| 600]: Train Loss:0.0014959, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:36:13,270 - ice14ws_128 - [INFO] - [E:308| 700]: Train Loss:0.0014959, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:37:54,396 - ice14ws_128 - [INFO] - [E:308| 800]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:39:35,575 - ice14ws_128 - [INFO] - [E:308| 900]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:40:42,770 - ice14ws_128 - [INFO] - [Epoch:308]: Training Loss:0.001496 + +2023-05-15 02:40:42,988 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 02:40:58,696 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 02:41:20,728 - ice14ws_128 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.48055, Head : 0.42637, Avg : 0.45346 + +2023-05-15 02:41:20,728 - ice14ws_128 - [INFO] - [Epoch 308]: Training Loss: 0.0014962, Valid MRR: 0.4555, + + + +2023-05-15 02:41:21,798 - ice14ws_128 - [INFO] - [E:309| 0]: Train Loss:0.0014991, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:43:02,689 - ice14ws_128 - [INFO] - [E:309| 100]: Train Loss:0.0014947, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:44:43,788 - ice14ws_128 - [INFO] - [E:309| 200]: Train Loss:0.0014953, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:46:24,942 - ice14ws_128 - [INFO] - [E:309| 300]: Train Loss:0.0014957, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:48:06,071 - ice14ws_128 - [INFO] - [E:309| 400]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:49:36,706 - ice14ws_128 - [INFO] - [E:309| 500]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:51:17,559 - ice14ws_128 - [INFO] - [E:309| 600]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:52:58,706 - ice14ws_128 - [INFO] - [E:309| 700]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:54:39,612 - ice14ws_128 - [INFO] - [E:309| 800]: Train Loss:0.0014963, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:56:20,508 - ice14ws_128 - [INFO] - [E:309| 900]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:57:21,143 - ice14ws_128 - [INFO] - [Epoch:309]: Training Loss:0.001496 + +2023-05-15 02:57:21,525 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 02:57:43,914 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 02:58:06,042 - ice14ws_128 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.48032, Head : 0.42641, Avg : 0.45337 + MR: Tail : 563.97, Head : 658.15, Avg : 611.06 + Hit-1: Tail : 0.39944, Head : 0.3441, Avg : 0.37177 + Hit-3: Tail : 0.52312, Head : 0.46668, Avg : 0.4949 + Hit-10: Tail : 0.63017, Head : 0.58308, Avg : 0.60663 +2023-05-15 02:58:06,042 - ice14ws_128 - [INFO] - [Epoch 309]: Training Loss: 0.0014961, Valid MRR: 0.4555, + + + +2023-05-15 02:58:07,154 - ice14ws_128 - [INFO] - [E:310| 0]: Train Loss:0.0014988, Val MRR:0.4555, ice14ws_128 +2023-05-15 02:59:47,916 - ice14ws_128 - [INFO] - [E:310| 100]: Train Loss:0.0014967, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:01:28,757 - ice14ws_128 - [INFO] - [E:310| 200]: Train Loss:0.001496, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:03:09,396 - ice14ws_128 - [INFO] - [E:310| 300]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:04:39,678 - ice14ws_128 - [INFO] - [E:310| 400]: Train Loss:0.0014959, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:06:20,853 - ice14ws_128 - [INFO] - [E:310| 500]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:08:01,864 - ice14ws_128 - [INFO] - [E:310| 600]: Train Loss:0.001496, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:09:43,054 - ice14ws_128 - [INFO] - [E:310| 700]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:11:24,243 - ice14ws_128 - [INFO] - [E:310| 800]: Train Loss:0.001496, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:12:54,950 - ice14ws_128 - [INFO] - [E:310| 900]: Train Loss:0.0014961, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:14:05,878 - ice14ws_128 - [INFO] - [Epoch:310]: Training Loss:0.001496 + +2023-05-15 03:14:06,275 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 03:14:29,036 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 03:14:51,123 - ice14ws_128 - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.47891, Head : 0.42529, Avg : 0.4521 + +2023-05-15 03:14:51,123 - ice14ws_128 - [INFO] - [Epoch 310]: Training Loss: 0.0014961, Valid MRR: 0.4555, + + + +2023-05-15 03:14:52,184 - ice14ws_128 - [INFO] - [E:311| 0]: Train Loss:0.0014918, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:16:36,387 - ice14ws_128 - [INFO] - [E:311| 100]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:18:17,301 - ice14ws_128 - [INFO] - [E:311| 200]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:19:58,359 - ice14ws_128 - [INFO] - [E:311| 300]: Train Loss:0.0014957, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:21:28,864 - ice14ws_128 - [INFO] - [E:311| 400]: Train Loss:0.0014956, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:23:09,952 - ice14ws_128 - [INFO] - [E:311| 500]: Train Loss:0.0014957, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:24:50,933 - ice14ws_128 - [INFO] - [E:311| 600]: Train Loss:0.0014957, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:26:32,011 - ice14ws_128 - [INFO] - [E:311| 700]: Train Loss:0.0014956, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:28:13,237 - ice14ws_128 - [INFO] - [E:311| 800]: Train Loss:0.0014957, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:29:43,644 - ice14ws_128 - [INFO] - [E:311| 900]: Train Loss:0.0014957, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:30:54,697 - ice14ws_128 - [INFO] - [Epoch:311]: Training Loss:0.001496 + +2023-05-15 03:30:55,215 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 03:31:17,584 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 03:31:39,568 - ice14ws_128 - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.47881, Head : 0.42701, Avg : 0.45291 + +2023-05-15 03:31:39,568 - ice14ws_128 - [INFO] - [Epoch 311]: Training Loss: 0.0014959, Valid MRR: 0.4555, + + + +2023-05-15 03:31:40,638 - ice14ws_128 - [INFO] - [E:312| 0]: Train Loss:0.001493, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:33:21,432 - ice14ws_128 - [INFO] - [E:312| 100]: Train Loss:0.0014959, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:35:02,434 - ice14ws_128 - [INFO] - [E:312| 200]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:36:32,904 - ice14ws_128 - [INFO] - [E:312| 300]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:38:13,984 - ice14ws_128 - [INFO] - [E:312| 400]: Train Loss:0.0014957, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:39:55,084 - ice14ws_128 - [INFO] - [E:312| 500]: Train Loss:0.0014956, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:41:36,129 - ice14ws_128 - [INFO] - [E:312| 600]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:43:17,421 - ice14ws_128 - [INFO] - [E:312| 700]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:44:48,191 - ice14ws_128 - [INFO] - [E:312| 800]: Train Loss:0.0014956, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:46:29,263 - ice14ws_128 - [INFO] - [E:312| 900]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:47:40,330 - ice14ws_128 - [INFO] - [Epoch:312]: Training Loss:0.001496 + +2023-05-15 03:47:40,725 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 03:48:03,388 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 03:48:25,613 - ice14ws_128 - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.48058, Head : 0.4271, Avg : 0.45384 + +2023-05-15 03:48:25,613 - ice14ws_128 - [INFO] - [Epoch 312]: Training Loss: 0.0014957, Valid MRR: 0.4555, + + + +2023-05-15 03:48:26,417 - ice14ws_128 - [INFO] - [E:313| 0]: Train Loss:0.0014908, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:50:07,504 - ice14ws_128 - [INFO] - [E:313| 100]: Train Loss:0.0014943, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:51:48,639 - ice14ws_128 - [INFO] - [E:313| 200]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:53:19,377 - ice14ws_128 - [INFO] - [E:313| 300]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:55:00,075 - ice14ws_128 - [INFO] - [E:313| 400]: Train Loss:0.0014953, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:56:41,028 - ice14ws_128 - [INFO] - [E:313| 500]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:58:21,856 - ice14ws_128 - [INFO] - [E:313| 600]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 03:59:58,777 - ice14ws_128 - [INFO] - [E:313| 700]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:01:36,360 - ice14ws_128 - [INFO] - [E:313| 800]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:03:17,615 - ice14ws_128 - [INFO] - [E:313| 900]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:04:28,715 - ice14ws_128 - [INFO] - [Epoch:313]: Training Loss:0.001496 + +2023-05-15 04:04:28,980 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 04:04:51,613 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 04:05:14,045 - ice14ws_128 - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.48026, Head : 0.42553, Avg : 0.45289 + +2023-05-15 04:05:14,045 - ice14ws_128 - [INFO] - [Epoch 313]: Training Loss: 0.0014955, Valid MRR: 0.4555, + + + +2023-05-15 04:05:14,841 - ice14ws_128 - [INFO] - [E:314| 0]: Train Loss:0.0014906, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:06:55,947 - ice14ws_128 - [INFO] - [E:314| 100]: Train Loss:0.0014947, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:08:26,317 - ice14ws_128 - [INFO] - [E:314| 200]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:10:07,359 - ice14ws_128 - [INFO] - [E:314| 300]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:11:48,466 - ice14ws_128 - [INFO] - [E:314| 400]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:13:29,591 - ice14ws_128 - [INFO] - [E:314| 500]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:15:10,791 - ice14ws_128 - [INFO] - [E:314| 600]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:16:41,523 - ice14ws_128 - [INFO] - [E:314| 700]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:18:22,697 - ice14ws_128 - [INFO] - [E:314| 800]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:20:03,874 - ice14ws_128 - [INFO] - [E:314| 900]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:21:14,961 - ice14ws_128 - [INFO] - [Epoch:314]: Training Loss:0.001496 + +2023-05-15 04:21:15,312 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 04:21:38,244 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 04:22:00,285 - ice14ws_128 - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.47875, Head : 0.42596, Avg : 0.45235 + +2023-05-15 04:22:00,285 - ice14ws_128 - [INFO] - [Epoch 314]: Training Loss: 0.0014955, Valid MRR: 0.4555, + + + +2023-05-15 04:22:01,347 - ice14ws_128 - [INFO] - [E:315| 0]: Train Loss:0.001493, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:23:42,359 - ice14ws_128 - [INFO] - [E:315| 100]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:25:13,122 - ice14ws_128 - [INFO] - [E:315| 200]: Train Loss:0.0014958, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:26:54,169 - ice14ws_128 - [INFO] - [E:315| 300]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:28:35,201 - ice14ws_128 - [INFO] - [E:315| 400]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:30:16,419 - ice14ws_128 - [INFO] - [E:315| 500]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:31:51,843 - ice14ws_128 - [INFO] - [E:315| 600]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:33:28,388 - ice14ws_128 - [INFO] - [E:315| 700]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:35:09,482 - ice14ws_128 - [INFO] - [E:315| 800]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:36:50,655 - ice14ws_128 - [INFO] - [E:315| 900]: Train Loss:0.0014953, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:38:01,609 - ice14ws_128 - [INFO] - [Epoch:315]: Training Loss:0.001495 + +2023-05-15 04:38:02,003 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 04:38:24,655 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 04:38:46,819 - ice14ws_128 - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.481, Head : 0.42705, Avg : 0.45403 + +2023-05-15 04:38:46,819 - ice14ws_128 - [INFO] - [Epoch 315]: Training Loss: 0.0014953, Valid MRR: 0.4555, + + + +2023-05-15 04:38:47,906 - ice14ws_128 - [INFO] - [E:316| 0]: Train Loss:0.0014939, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:40:18,357 - ice14ws_128 - [INFO] - [E:316| 100]: Train Loss:0.0014945, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:41:59,132 - ice14ws_128 - [INFO] - [E:316| 200]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:43:39,989 - ice14ws_128 - [INFO] - [E:316| 300]: Train Loss:0.0014948, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:45:24,434 - ice14ws_128 - [INFO] - [E:316| 400]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:47:05,470 - ice14ws_128 - [INFO] - [E:316| 500]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:48:35,972 - ice14ws_128 - [INFO] - [E:316| 600]: Train Loss:0.0014953, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:50:16,890 - ice14ws_128 - [INFO] - [E:316| 700]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:51:57,861 - ice14ws_128 - [INFO] - [E:316| 800]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:53:38,895 - ice14ws_128 - [INFO] - [E:316| 900]: Train Loss:0.0014955, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:54:50,117 - ice14ws_128 - [INFO] - [Epoch:316]: Training Loss:0.001496 + +2023-05-15 04:54:50,499 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 04:55:12,777 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 04:55:34,767 - ice14ws_128 - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.47893, Head : 0.42272, Avg : 0.45082 + +2023-05-15 04:55:34,767 - ice14ws_128 - [INFO] - [Epoch 316]: Training Loss: 0.0014955, Valid MRR: 0.4555, + + + +2023-05-15 04:55:35,826 - ice14ws_128 - [INFO] - [E:317| 0]: Train Loss:0.0014889, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:57:06,784 - ice14ws_128 - [INFO] - [E:317| 100]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 04:58:47,774 - ice14ws_128 - [INFO] - [E:317| 200]: Train Loss:0.0014947, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:00:28,650 - ice14ws_128 - [INFO] - [E:317| 300]: Train Loss:0.0014947, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:02:09,488 - ice14ws_128 - [INFO] - [E:317| 400]: Train Loss:0.0014948, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:03:43,854 - ice14ws_128 - [INFO] - [E:317| 500]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:05:21,151 - ice14ws_128 - [INFO] - [E:317| 600]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:07:02,134 - ice14ws_128 - [INFO] - [E:317| 700]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:08:43,236 - ice14ws_128 - [INFO] - [E:317| 800]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:10:23,803 - ice14ws_128 - [INFO] - [E:317| 900]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:11:32,706 - ice14ws_128 - [INFO] - [Epoch:317]: Training Loss:0.001495 + +2023-05-15 05:11:32,924 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 05:11:46,801 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 05:12:08,644 - ice14ws_128 - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.47827, Head : 0.42626, Avg : 0.45226 + +2023-05-15 05:12:08,644 - ice14ws_128 - [INFO] - [Epoch 317]: Training Loss: 0.0014952, Valid MRR: 0.4555, + + + +2023-05-15 05:12:09,450 - ice14ws_128 - [INFO] - [E:318| 0]: Train Loss:0.0014962, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:13:50,453 - ice14ws_128 - [INFO] - [E:318| 100]: Train Loss:0.0014947, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:15:31,489 - ice14ws_128 - [INFO] - [E:318| 200]: Train Loss:0.0014945, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:17:12,411 - ice14ws_128 - [INFO] - [E:318| 300]: Train Loss:0.0014948, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:18:53,544 - ice14ws_128 - [INFO] - [E:318| 400]: Train Loss:0.0014947, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:20:24,454 - ice14ws_128 - [INFO] - [E:318| 500]: Train Loss:0.0014947, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:22:05,563 - ice14ws_128 - [INFO] - [E:318| 600]: Train Loss:0.0014948, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:23:46,711 - ice14ws_128 - [INFO] - [E:318| 700]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:25:27,843 - ice14ws_128 - [INFO] - [E:318| 800]: Train Loss:0.0014952, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:27:08,973 - ice14ws_128 - [INFO] - [E:318| 900]: Train Loss:0.0014952, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:28:09,598 - ice14ws_128 - [INFO] - [Epoch:318]: Training Loss:0.001495 + +2023-05-15 05:28:09,862 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 05:28:36,239 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 05:28:58,306 - ice14ws_128 - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.4801, Head : 0.42582, Avg : 0.45296 + +2023-05-15 05:28:58,306 - ice14ws_128 - [INFO] - [Epoch 318]: Training Loss: 0.0014952, Valid MRR: 0.4555, + + + +2023-05-15 05:28:59,383 - ice14ws_128 - [INFO] - [E:319| 0]: Train Loss:0.0014885, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:30:40,247 - ice14ws_128 - [INFO] - [E:319| 100]: Train Loss:0.0014954, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:32:21,165 - ice14ws_128 - [INFO] - [E:319| 200]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:34:01,869 - ice14ws_128 - [INFO] - [E:319| 300]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:35:36,530 - ice14ws_128 - [INFO] - [E:319| 400]: Train Loss:0.0014948, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:37:13,064 - ice14ws_128 - [INFO] - [E:319| 500]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:38:54,055 - ice14ws_128 - [INFO] - [E:319| 600]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:40:35,230 - ice14ws_128 - [INFO] - [E:319| 700]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:42:16,234 - ice14ws_128 - [INFO] - [E:319| 800]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:43:47,186 - ice14ws_128 - [INFO] - [E:319| 900]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:44:58,132 - ice14ws_128 - [INFO] - [Epoch:319]: Training Loss:0.001495 + +2023-05-15 05:44:58,477 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 05:45:21,234 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 05:45:43,379 - ice14ws_128 - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.48316, Head : 0.42641, Avg : 0.45478 + MR: Tail : 561.63, Head : 653.13, Avg : 607.38 + Hit-1: Tail : 0.39993, Head : 0.3441, Avg : 0.37201 + Hit-3: Tail : 0.53004, Head : 0.46583, Avg : 0.49794 + Hit-10: Tail : 0.63466, Head : 0.58308, Avg : 0.60887 +2023-05-15 05:45:43,379 - ice14ws_128 - [INFO] - [Epoch 319]: Training Loss: 0.0014952, Valid MRR: 0.4555, + + + +2023-05-15 05:45:44,246 - ice14ws_128 - [INFO] - [E:320| 0]: Train Loss:0.0015004, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:47:25,470 - ice14ws_128 - [INFO] - [E:320| 100]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:49:06,642 - ice14ws_128 - [INFO] - [E:320| 200]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:50:47,668 - ice14ws_128 - [INFO] - [E:320| 300]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:52:18,462 - ice14ws_128 - [INFO] - [E:320| 400]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:53:59,601 - ice14ws_128 - [INFO] - [E:320| 500]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:55:40,679 - ice14ws_128 - [INFO] - [E:320| 600]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:57:21,753 - ice14ws_128 - [INFO] - [E:320| 700]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 05:59:02,844 - ice14ws_128 - [INFO] - [E:320| 800]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:00:33,809 - ice14ws_128 - [INFO] - [E:320| 900]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:01:44,844 - ice14ws_128 - [INFO] - [Epoch:320]: Training Loss:0.001495 + +2023-05-15 06:01:45,239 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 06:02:07,864 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 06:02:29,990 - ice14ws_128 - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.47806, Head : 0.42473, Avg : 0.4514 + +2023-05-15 06:02:29,991 - ice14ws_128 - [INFO] - [Epoch 320]: Training Loss: 0.0014953, Valid MRR: 0.4555, + + + +2023-05-15 06:02:31,060 - ice14ws_128 - [INFO] - [E:321| 0]: Train Loss:0.0014965, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:04:11,721 - ice14ws_128 - [INFO] - [E:321| 100]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:05:52,616 - ice14ws_128 - [INFO] - [E:321| 200]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:07:22,827 - ice14ws_128 - [INFO] - [E:321| 300]: Train Loss:0.0014946, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:09:04,205 - ice14ws_128 - [INFO] - [E:321| 400]: Train Loss:0.0014951, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:10:45,496 - ice14ws_128 - [INFO] - [E:321| 500]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:12:29,696 - ice14ws_128 - [INFO] - [E:321| 600]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:14:11,135 - ice14ws_128 - [INFO] - [E:321| 700]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:15:42,138 - ice14ws_128 - [INFO] - [E:321| 800]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:17:23,282 - ice14ws_128 - [INFO] - [E:321| 900]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:18:34,471 - ice14ws_128 - [INFO] - [Epoch:321]: Training Loss:0.001495 + +2023-05-15 06:18:34,988 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 06:18:57,387 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 06:19:19,435 - ice14ws_128 - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.48228, Head : 0.4246, Avg : 0.45344 + +2023-05-15 06:19:19,435 - ice14ws_128 - [INFO] - [Epoch 321]: Training Loss: 0.001495, Valid MRR: 0.4555, + + + +2023-05-15 06:19:20,516 - ice14ws_128 - [INFO] - [E:322| 0]: Train Loss:0.0014926, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:21:01,649 - ice14ws_128 - [INFO] - [E:322| 100]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:22:42,689 - ice14ws_128 - [INFO] - [E:322| 200]: Train Loss:0.0014945, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:24:13,735 - ice14ws_128 - [INFO] - [E:322| 300]: Train Loss:0.0014947, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:25:54,708 - ice14ws_128 - [INFO] - [E:322| 400]: Train Loss:0.0014947, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:27:35,588 - ice14ws_128 - [INFO] - [E:322| 500]: Train Loss:0.0014946, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:29:16,736 - ice14ws_128 - [INFO] - [E:322| 600]: Train Loss:0.0014948, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:30:57,778 - ice14ws_128 - [INFO] - [E:322| 700]: Train Loss:0.0014949, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:32:28,729 - ice14ws_128 - [INFO] - [E:322| 800]: Train Loss:0.001495, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:34:09,797 - ice14ws_128 - [INFO] - [E:322| 900]: Train Loss:0.0014948, Val MRR:0.4555, ice14ws_128 +2023-05-15 06:35:21,034 - ice14ws_128 - [INFO] - [Epoch:322]: Training Loss:0.001495 + +2023-05-15 06:35:21,417 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 06:35:43,694 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 06:36:05,737 - ice14ws_128 - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.48291, Head : 0.42879, Avg : 0.45585 + +2023-05-15 06:36:09,104 - ice14ws_128 - [INFO] - [Epoch 322]: Training Loss: 0.0014949, Valid MRR: 0.45585, + + + +2023-05-15 06:36:10,164 - ice14ws_128 - [INFO] - [E:323| 0]: Train Loss:0.0015118, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:37:51,345 - ice14ws_128 - [INFO] - [E:323| 100]: Train Loss:0.0014939, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:39:21,916 - ice14ws_128 - [INFO] - [E:323| 200]: Train Loss:0.0014944, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:41:02,151 - ice14ws_128 - [INFO] - [E:323| 300]: Train Loss:0.0014948, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:42:43,230 - ice14ws_128 - [INFO] - [E:323| 400]: Train Loss:0.0014947, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:44:24,303 - ice14ws_128 - [INFO] - [E:323| 500]: Train Loss:0.0014946, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:46:05,158 - ice14ws_128 - [INFO] - [E:323| 600]: Train Loss:0.0014945, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:47:35,743 - ice14ws_128 - [INFO] - [E:323| 700]: Train Loss:0.0014946, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:49:16,871 - ice14ws_128 - [INFO] - [E:323| 800]: Train Loss:0.0014948, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:50:57,993 - ice14ws_128 - [INFO] - [E:323| 900]: Train Loss:0.001495, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:52:09,092 - ice14ws_128 - [INFO] - [Epoch:323]: Training Loss:0.001495 + +2023-05-15 06:52:09,488 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 06:52:32,212 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 06:52:54,329 - ice14ws_128 - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.48062, Head : 0.42714, Avg : 0.45388 + +2023-05-15 06:52:54,330 - ice14ws_128 - [INFO] - [Epoch 323]: Training Loss: 0.0014951, Valid MRR: 0.45585, + + + +2023-05-15 06:52:55,411 - ice14ws_128 - [INFO] - [E:324| 0]: Train Loss:0.0015022, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:54:36,087 - ice14ws_128 - [INFO] - [E:324| 100]: Train Loss:0.0014935, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:56:10,711 - ice14ws_128 - [INFO] - [E:324| 200]: Train Loss:0.0014939, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:57:51,778 - ice14ws_128 - [INFO] - [E:324| 300]: Train Loss:0.0014943, Val MRR:0.45585, ice14ws_128 +2023-05-15 06:59:32,946 - ice14ws_128 - [INFO] - [E:324| 400]: Train Loss:0.0014944, Val MRR:0.45585, ice14ws_128 +2023-05-15 07:01:14,251 - ice14ws_128 - [INFO] - [E:324| 500]: Train Loss:0.0014944, Val MRR:0.45585, ice14ws_128 +2023-05-15 07:02:50,954 - ice14ws_128 - [INFO] - [E:324| 600]: Train Loss:0.0014947, Val MRR:0.45585, ice14ws_128 +2023-05-15 07:04:25,901 - ice14ws_128 - [INFO] - [E:324| 700]: Train Loss:0.0014947, Val MRR:0.45585, ice14ws_128 +2023-05-15 07:06:06,664 - ice14ws_128 - [INFO] - [E:324| 800]: Train Loss:0.0014947, Val MRR:0.45585, ice14ws_128 +2023-05-15 07:07:47,620 - ice14ws_128 - [INFO] - [E:324| 900]: Train Loss:0.0014949, Val MRR:0.45585, ice14ws_128 +2023-05-15 07:08:58,529 - ice14ws_128 - [INFO] - [Epoch:324]: Training Loss:0.001495 + +2023-05-15 07:08:58,926 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 07:09:21,600 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 07:09:43,656 - ice14ws_128 - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.48225, Head : 0.42968, Avg : 0.45597 + +2023-05-15 07:09:46,281 - ice14ws_128 - [INFO] - [Epoch 324]: Training Loss: 0.0014949, Valid MRR: 0.45597, + + + +2023-05-15 07:09:47,399 - ice14ws_128 - [INFO] - [E:325| 0]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:11:18,003 - ice14ws_128 - [INFO] - [E:325| 100]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:12:59,223 - ice14ws_128 - [INFO] - [E:325| 200]: Train Loss:0.0014948, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:14:40,363 - ice14ws_128 - [INFO] - [E:325| 300]: Train Loss:0.0014946, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:16:21,352 - ice14ws_128 - [INFO] - [E:325| 400]: Train Loss:0.0014946, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:18:02,536 - ice14ws_128 - [INFO] - [E:325| 500]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:19:33,430 - ice14ws_128 - [INFO] - [E:325| 600]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:21:14,661 - ice14ws_128 - [INFO] - [E:325| 700]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:22:56,092 - ice14ws_128 - [INFO] - [E:325| 800]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:24:37,199 - ice14ws_128 - [INFO] - [E:325| 900]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:25:48,418 - ice14ws_128 - [INFO] - [Epoch:325]: Training Loss:0.001494 + +2023-05-15 07:25:48,941 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 07:26:11,334 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 07:26:28,762 - ice14ws_128 - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.47973, Head : 0.42923, Avg : 0.45448 + +2023-05-15 07:26:28,762 - ice14ws_128 - [INFO] - [Epoch 325]: Training Loss: 0.0014945, Valid MRR: 0.45597, + + + +2023-05-15 07:26:29,411 - ice14ws_128 - [INFO] - [E:326| 0]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:28:04,749 - ice14ws_128 - [INFO] - [E:326| 100]: Train Loss:0.0014949, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:29:45,761 - ice14ws_128 - [INFO] - [E:326| 200]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:31:26,908 - ice14ws_128 - [INFO] - [E:326| 300]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:33:08,008 - ice14ws_128 - [INFO] - [E:326| 400]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:34:38,844 - ice14ws_128 - [INFO] - [E:326| 500]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:36:19,764 - ice14ws_128 - [INFO] - [E:326| 600]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:38:00,978 - ice14ws_128 - [INFO] - [E:326| 700]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:39:45,210 - ice14ws_128 - [INFO] - [E:326| 800]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:41:26,672 - ice14ws_128 - [INFO] - [E:326| 900]: Train Loss:0.0014946, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:42:33,116 - ice14ws_128 - [INFO] - [Epoch:326]: Training Loss:0.001495 + +2023-05-15 07:42:33,334 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 07:42:49,843 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 07:43:11,855 - ice14ws_128 - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.4804, Head : 0.42763, Avg : 0.45401 + +2023-05-15 07:43:11,856 - ice14ws_128 - [INFO] - [Epoch 326]: Training Loss: 0.0014946, Valid MRR: 0.45597, + + + +2023-05-15 07:43:12,924 - ice14ws_128 - [INFO] - [E:327| 0]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:44:54,186 - ice14ws_128 - [INFO] - [E:327| 100]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:46:35,327 - ice14ws_128 - [INFO] - [E:327| 200]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:48:16,568 - ice14ws_128 - [INFO] - [E:327| 300]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:49:57,606 - ice14ws_128 - [INFO] - [E:327| 400]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:51:28,561 - ice14ws_128 - [INFO] - [E:327| 500]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:53:09,665 - ice14ws_128 - [INFO] - [E:327| 600]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:54:50,786 - ice14ws_128 - [INFO] - [E:327| 700]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:56:31,984 - ice14ws_128 - [INFO] - [E:327| 800]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:58:13,186 - ice14ws_128 - [INFO] - [E:327| 900]: Train Loss:0.0014946, Val MRR:0.45597, ice14ws_128 +2023-05-15 07:59:14,018 - ice14ws_128 - [INFO] - [Epoch:327]: Training Loss:0.001495 + +2023-05-15 07:59:14,359 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 07:59:37,081 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 07:59:59,148 - ice14ws_128 - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.47984, Head : 0.42497, Avg : 0.4524 + +2023-05-15 07:59:59,148 - ice14ws_128 - [INFO] - [Epoch 327]: Training Loss: 0.0014947, Valid MRR: 0.45597, + + + +2023-05-15 08:00:00,171 - ice14ws_128 - [INFO] - [E:328| 0]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:01:41,006 - ice14ws_128 - [INFO] - [E:328| 100]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:03:21,950 - ice14ws_128 - [INFO] - [E:328| 200]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:05:03,056 - ice14ws_128 - [INFO] - [E:328| 300]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:06:33,723 - ice14ws_128 - [INFO] - [E:328| 400]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:08:14,707 - ice14ws_128 - [INFO] - [E:328| 500]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:09:55,600 - ice14ws_128 - [INFO] - [E:328| 600]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:11:36,713 - ice14ws_128 - [INFO] - [E:328| 700]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:13:17,772 - ice14ws_128 - [INFO] - [E:328| 800]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:14:48,533 - ice14ws_128 - [INFO] - [E:328| 900]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:15:59,764 - ice14ws_128 - [INFO] - [Epoch:328]: Training Loss:0.001494 + +2023-05-15 08:16:00,164 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 08:16:22,437 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 08:16:44,545 - ice14ws_128 - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.48108, Head : 0.42843, Avg : 0.45476 + +2023-05-15 08:16:44,545 - ice14ws_128 - [INFO] - [Epoch 328]: Training Loss: 0.0014945, Valid MRR: 0.45597, + + + +2023-05-15 08:16:45,609 - ice14ws_128 - [INFO] - [E:329| 0]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:18:26,791 - ice14ws_128 - [INFO] - [E:329| 100]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:20:07,956 - ice14ws_128 - [INFO] - [E:329| 200]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:21:49,219 - ice14ws_128 - [INFO] - [E:329| 300]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:23:20,070 - ice14ws_128 - [INFO] - [E:329| 400]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:25:04,790 - ice14ws_128 - [INFO] - [E:329| 500]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:26:45,882 - ice14ws_128 - [INFO] - [E:329| 600]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:28:26,983 - ice14ws_128 - [INFO] - [E:329| 700]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:30:07,346 - ice14ws_128 - [INFO] - [E:329| 800]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:31:38,608 - ice14ws_128 - [INFO] - [E:329| 900]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:32:49,700 - ice14ws_128 - [INFO] - [Epoch:329]: Training Loss:0.001494 + +2023-05-15 08:32:50,221 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 08:33:12,647 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 08:33:34,710 - ice14ws_128 - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.47696, Head : 0.42559, Avg : 0.45128 + MR: Tail : 578.21, Head : 660.45, Avg : 619.33 + Hit-1: Tail : 0.39568, Head : 0.34494, Avg : 0.37031 + Hit-3: Tail : 0.51912, Head : 0.46268, Avg : 0.4909 + Hit-10: Tail : 0.62653, Head : 0.58029, Avg : 0.60341 +2023-05-15 08:33:34,710 - ice14ws_128 - [INFO] - [Epoch 329]: Training Loss: 0.0014944, Valid MRR: 0.45597, + + + +2023-05-15 08:33:35,776 - ice14ws_128 - [INFO] - [E:330| 0]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:35:17,046 - ice14ws_128 - [INFO] - [E:330| 100]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:36:58,278 - ice14ws_128 - [INFO] - [E:330| 200]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:38:28,950 - ice14ws_128 - [INFO] - [E:330| 300]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:40:09,919 - ice14ws_128 - [INFO] - [E:330| 400]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:41:51,116 - ice14ws_128 - [INFO] - [E:330| 500]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:43:32,349 - ice14ws_128 - [INFO] - [E:330| 600]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:45:13,591 - ice14ws_128 - [INFO] - [E:330| 700]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:46:44,369 - ice14ws_128 - [INFO] - [E:330| 800]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:48:25,482 - ice14ws_128 - [INFO] - [E:330| 900]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:49:36,534 - ice14ws_128 - [INFO] - [Epoch:330]: Training Loss:0.001494 + +2023-05-15 08:49:36,890 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 08:49:59,461 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 08:50:21,582 - ice14ws_128 - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.47586, Head : 0.42396, Avg : 0.44991 + +2023-05-15 08:50:21,582 - ice14ws_128 - [INFO] - [Epoch 330]: Training Loss: 0.0014944, Valid MRR: 0.45597, + + + +2023-05-15 08:50:22,601 - ice14ws_128 - [INFO] - [E:331| 0]: Train Loss:0.001502, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:52:03,651 - ice14ws_128 - [INFO] - [E:331| 100]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:53:44,912 - ice14ws_128 - [INFO] - [E:331| 200]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:55:15,663 - ice14ws_128 - [INFO] - [E:331| 300]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:56:56,747 - ice14ws_128 - [INFO] - [E:331| 400]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 08:58:37,783 - ice14ws_128 - [INFO] - [E:331| 500]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:00:18,914 - ice14ws_128 - [INFO] - [E:331| 600]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:01:55,053 - ice14ws_128 - [INFO] - [E:331| 700]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:03:30,975 - ice14ws_128 - [INFO] - [E:331| 800]: Train Loss:0.0014946, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:05:12,016 - ice14ws_128 - [INFO] - [E:331| 900]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:06:23,233 - ice14ws_128 - [INFO] - [Epoch:331]: Training Loss:0.001494 + +2023-05-15 09:06:23,610 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 09:06:45,896 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 09:07:07,928 - ice14ws_128 - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.48119, Head : 0.42961, Avg : 0.4554 + +2023-05-15 09:07:07,928 - ice14ws_128 - [INFO] - [Epoch 331]: Training Loss: 0.0014945, Valid MRR: 0.45597, + + + +2023-05-15 09:07:08,994 - ice14ws_128 - [INFO] - [E:332| 0]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:08:53,567 - ice14ws_128 - [INFO] - [E:332| 100]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:10:24,391 - ice14ws_128 - [INFO] - [E:332| 200]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:12:05,557 - ice14ws_128 - [INFO] - [E:332| 300]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:13:46,616 - ice14ws_128 - [INFO] - [E:332| 400]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:15:27,707 - ice14ws_128 - [INFO] - [E:332| 500]: Train Loss:0.0014944, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:17:08,601 - ice14ws_128 - [INFO] - [E:332| 600]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:18:39,214 - ice14ws_128 - [INFO] - [E:332| 700]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:20:20,244 - ice14ws_128 - [INFO] - [E:332| 800]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:22:01,322 - ice14ws_128 - [INFO] - [E:332| 900]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:23:12,379 - ice14ws_128 - [INFO] - [Epoch:332]: Training Loss:0.001494 + +2023-05-15 09:23:12,771 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 09:23:35,409 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 09:23:57,486 - ice14ws_128 - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.48023, Head : 0.42877, Avg : 0.4545 + +2023-05-15 09:23:57,486 - ice14ws_128 - [INFO] - [Epoch 332]: Training Loss: 0.0014943, Valid MRR: 0.45597, + + + +2023-05-15 09:23:58,267 - ice14ws_128 - [INFO] - [E:333| 0]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:25:39,215 - ice14ws_128 - [INFO] - [E:333| 100]: Train Loss:0.0014949, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:27:10,187 - ice14ws_128 - [INFO] - [E:333| 200]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:28:51,279 - ice14ws_128 - [INFO] - [E:333| 300]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:30:32,142 - ice14ws_128 - [INFO] - [E:333| 400]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:32:12,903 - ice14ws_128 - [INFO] - [E:333| 500]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:33:48,565 - ice14ws_128 - [INFO] - [E:333| 600]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:35:25,082 - ice14ws_128 - [INFO] - [E:333| 700]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:37:06,107 - ice14ws_128 - [INFO] - [E:333| 800]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:38:47,310 - ice14ws_128 - [INFO] - [E:333| 900]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:39:58,431 - ice14ws_128 - [INFO] - [Epoch:333]: Training Loss:0.001494 + +2023-05-15 09:39:58,774 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 09:40:21,528 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 09:40:43,708 - ice14ws_128 - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.47945, Head : 0.4249, Avg : 0.45218 + +2023-05-15 09:40:43,708 - ice14ws_128 - [INFO] - [Epoch 333]: Training Loss: 0.0014943, Valid MRR: 0.45597, + + + +2023-05-15 09:40:44,485 - ice14ws_128 - [INFO] - [E:334| 0]: Train Loss:0.0014942, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:42:15,302 - ice14ws_128 - [INFO] - [E:334| 100]: Train Loss:0.0014943, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:43:55,906 - ice14ws_128 - [INFO] - [E:334| 200]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:45:36,525 - ice14ws_128 - [INFO] - [E:334| 300]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:47:17,592 - ice14ws_128 - [INFO] - [E:334| 400]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:48:58,610 - ice14ws_128 - [INFO] - [E:334| 500]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:50:29,382 - ice14ws_128 - [INFO] - [E:334| 600]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:52:13,711 - ice14ws_128 - [INFO] - [E:334| 700]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:53:54,748 - ice14ws_128 - [INFO] - [E:334| 800]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:55:35,755 - ice14ws_128 - [INFO] - [E:334| 900]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:56:46,925 - ice14ws_128 - [INFO] - [Epoch:334]: Training Loss:0.001494 + +2023-05-15 09:56:47,443 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 09:57:09,764 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 09:57:31,832 - ice14ws_128 - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.47978, Head : 0.42991, Avg : 0.45484 + +2023-05-15 09:57:31,832 - ice14ws_128 - [INFO] - [Epoch 334]: Training Loss: 0.0014939, Valid MRR: 0.45597, + + + +2023-05-15 09:57:32,899 - ice14ws_128 - [INFO] - [E:335| 0]: Train Loss:0.0014945, Val MRR:0.45597, ice14ws_128 +2023-05-15 09:59:03,665 - ice14ws_128 - [INFO] - [E:335| 100]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:00:44,827 - ice14ws_128 - [INFO] - [E:335| 200]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:02:25,927 - ice14ws_128 - [INFO] - [E:335| 300]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:04:07,218 - ice14ws_128 - [INFO] - [E:335| 400]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:05:41,770 - ice14ws_128 - [INFO] - [E:335| 500]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:07:19,204 - ice14ws_128 - [INFO] - [E:335| 600]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:09:00,115 - ice14ws_128 - [INFO] - [E:335| 700]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:10:41,113 - ice14ws_128 - [INFO] - [E:335| 800]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:12:22,014 - ice14ws_128 - [INFO] - [E:335| 900]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:13:29,932 - ice14ws_128 - [INFO] - [Epoch:335]: Training Loss:0.001494 + +2023-05-15 10:13:30,149 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 10:13:44,904 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 10:14:07,000 - ice14ws_128 - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.48148, Head : 0.42595, Avg : 0.45372 + +2023-05-15 10:14:07,000 - ice14ws_128 - [INFO] - [Epoch 335]: Training Loss: 0.0014941, Valid MRR: 0.45597, + + + +2023-05-15 10:14:08,202 - ice14ws_128 - [INFO] - [E:336| 0]: Train Loss:0.001503, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:15:49,162 - ice14ws_128 - [INFO] - [E:336| 100]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:17:30,271 - ice14ws_128 - [INFO] - [E:336| 200]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:19:11,358 - ice14ws_128 - [INFO] - [E:336| 300]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:20:52,336 - ice14ws_128 - [INFO] - [E:336| 400]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:22:22,885 - ice14ws_128 - [INFO] - [E:336| 500]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:24:04,037 - ice14ws_128 - [INFO] - [E:336| 600]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:25:45,296 - ice14ws_128 - [INFO] - [E:336| 700]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:27:26,306 - ice14ws_128 - [INFO] - [E:336| 800]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:29:07,493 - ice14ws_128 - [INFO] - [E:336| 900]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:30:08,271 - ice14ws_128 - [INFO] - [Epoch:336]: Training Loss:0.001494 + +2023-05-15 10:30:08,618 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 10:30:31,460 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 10:30:53,501 - ice14ws_128 - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.47984, Head : 0.42734, Avg : 0.45359 + +2023-05-15 10:30:53,501 - ice14ws_128 - [INFO] - [Epoch 336]: Training Loss: 0.0014939, Valid MRR: 0.45597, + + + +2023-05-15 10:30:54,567 - ice14ws_128 - [INFO] - [E:337| 0]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:32:35,675 - ice14ws_128 - [INFO] - [E:337| 100]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:34:16,710 - ice14ws_128 - [INFO] - [E:337| 200]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:36:01,414 - ice14ws_128 - [INFO] - [E:337| 300]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:37:34,185 - ice14ws_128 - [INFO] - [E:337| 400]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:39:13,316 - ice14ws_128 - [INFO] - [E:337| 500]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:40:54,218 - ice14ws_128 - [INFO] - [E:337| 600]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:42:35,089 - ice14ws_128 - [INFO] - [E:337| 700]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:44:16,065 - ice14ws_128 - [INFO] - [E:337| 800]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:45:46,596 - ice14ws_128 - [INFO] - [E:337| 900]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:46:57,643 - ice14ws_128 - [INFO] - [Epoch:337]: Training Loss:0.001494 + +2023-05-15 10:46:57,909 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 10:47:20,301 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 10:47:42,569 - ice14ws_128 - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.48182, Head : 0.42802, Avg : 0.45492 + +2023-05-15 10:47:42,569 - ice14ws_128 - [INFO] - [Epoch 337]: Training Loss: 0.0014937, Valid MRR: 0.45597, + + + +2023-05-15 10:47:43,697 - ice14ws_128 - [INFO] - [E:338| 0]: Train Loss:0.0014852, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:49:24,866 - ice14ws_128 - [INFO] - [E:338| 100]: Train Loss:0.001494, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:51:06,163 - ice14ws_128 - [INFO] - [E:338| 200]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:52:47,295 - ice14ws_128 - [INFO] - [E:338| 300]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:54:17,884 - ice14ws_128 - [INFO] - [E:338| 400]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:55:58,929 - ice14ws_128 - [INFO] - [E:338| 500]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:57:39,945 - ice14ws_128 - [INFO] - [E:338| 600]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 10:59:21,050 - ice14ws_128 - [INFO] - [E:338| 700]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:01:02,069 - ice14ws_128 - [INFO] - [E:338| 800]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:02:32,851 - ice14ws_128 - [INFO] - [E:338| 900]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:03:44,078 - ice14ws_128 - [INFO] - [Epoch:338]: Training Loss:0.001494 + +2023-05-15 11:03:44,597 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 11:04:06,958 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 11:04:28,985 - ice14ws_128 - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.48206, Head : 0.42517, Avg : 0.45361 + +2023-05-15 11:04:28,985 - ice14ws_128 - [INFO] - [Epoch 338]: Training Loss: 0.0014937, Valid MRR: 0.45597, + + + +2023-05-15 11:04:30,053 - ice14ws_128 - [INFO] - [E:339| 0]: Train Loss:0.0014985, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:06:11,297 - ice14ws_128 - [INFO] - [E:339| 100]: Train Loss:0.0014934, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:07:52,365 - ice14ws_128 - [INFO] - [E:339| 200]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:09:22,930 - ice14ws_128 - [INFO] - [E:339| 300]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:11:04,113 - ice14ws_128 - [INFO] - [E:339| 400]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:12:45,142 - ice14ws_128 - [INFO] - [E:339| 500]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:14:26,304 - ice14ws_128 - [INFO] - [E:339| 600]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:16:07,530 - ice14ws_128 - [INFO] - [E:339| 700]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:17:37,886 - ice14ws_128 - [INFO] - [E:339| 800]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:19:18,870 - ice14ws_128 - [INFO] - [E:339| 900]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:20:33,222 - ice14ws_128 - [INFO] - [Epoch:339]: Training Loss:0.001494 + +2023-05-15 11:20:33,741 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 11:20:56,075 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 11:21:18,122 - ice14ws_128 - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.48089, Head : 0.42534, Avg : 0.45311 + MR: Tail : 563.96, Head : 638.75, Avg : 601.35 + Hit-1: Tail : 0.39896, Head : 0.34373, Avg : 0.37134 + Hit-3: Tail : 0.52555, Head : 0.46389, Avg : 0.49472 + Hit-10: Tail : 0.63442, Head : 0.58393, Avg : 0.60918 +2023-05-15 11:21:18,122 - ice14ws_128 - [INFO] - [Epoch 339]: Training Loss: 0.0014936, Valid MRR: 0.45597, + + + +2023-05-15 11:21:19,192 - ice14ws_128 - [INFO] - [E:340| 0]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:23:00,222 - ice14ws_128 - [INFO] - [E:340| 100]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:24:41,385 - ice14ws_128 - [INFO] - [E:340| 200]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:26:12,158 - ice14ws_128 - [INFO] - [E:340| 300]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:27:53,387 - ice14ws_128 - [INFO] - [E:340| 400]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:29:34,379 - ice14ws_128 - [INFO] - [E:340| 500]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:31:15,642 - ice14ws_128 - [INFO] - [E:340| 600]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:32:56,770 - ice14ws_128 - [INFO] - [E:340| 700]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:34:27,868 - ice14ws_128 - [INFO] - [E:340| 800]: Train Loss:0.0014937, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:36:09,038 - ice14ws_128 - [INFO] - [E:340| 900]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:37:20,074 - ice14ws_128 - [INFO] - [Epoch:340]: Training Loss:0.001494 + +2023-05-15 11:37:20,423 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 11:37:43,675 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 11:38:06,218 - ice14ws_128 - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.47731, Head : 0.42615, Avg : 0.45173 + +2023-05-15 11:38:06,218 - ice14ws_128 - [INFO] - [Epoch 340]: Training Loss: 0.0014937, Valid MRR: 0.45597, + + + +2023-05-15 11:38:07,434 - ice14ws_128 - [INFO] - [E:341| 0]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:39:48,769 - ice14ws_128 - [INFO] - [E:341| 100]: Train Loss:0.0014938, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:41:19,787 - ice14ws_128 - [INFO] - [E:341| 200]: Train Loss:0.0014941, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:43:00,878 - ice14ws_128 - [INFO] - [E:341| 300]: Train Loss:0.0014939, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:44:41,899 - ice14ws_128 - [INFO] - [E:341| 400]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:46:22,882 - ice14ws_128 - [INFO] - [E:341| 500]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:48:03,854 - ice14ws_128 - [INFO] - [E:341| 600]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:49:34,703 - ice14ws_128 - [INFO] - [E:341| 700]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:51:15,658 - ice14ws_128 - [INFO] - [E:341| 800]: Train Loss:0.0014934, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:52:56,395 - ice14ws_128 - [INFO] - [E:341| 900]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:54:07,315 - ice14ws_128 - [INFO] - [Epoch:341]: Training Loss:0.001494 + +2023-05-15 11:54:07,579 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 11:54:29,898 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 11:54:52,079 - ice14ws_128 - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.48085, Head : 0.42546, Avg : 0.45316 + +2023-05-15 11:54:52,080 - ice14ws_128 - [INFO] - [Epoch 341]: Training Loss: 0.0014935, Valid MRR: 0.45597, + + + +2023-05-15 11:54:53,188 - ice14ws_128 - [INFO] - [E:342| 0]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:56:34,030 - ice14ws_128 - [INFO] - [E:342| 100]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:58:04,985 - ice14ws_128 - [INFO] - [E:342| 200]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 11:59:46,027 - ice14ws_128 - [INFO] - [E:342| 300]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:01:27,144 - ice14ws_128 - [INFO] - [E:342| 400]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:03:11,763 - ice14ws_128 - [INFO] - [E:342| 500]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:04:49,061 - ice14ws_128 - [INFO] - [E:342| 600]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:06:23,720 - ice14ws_128 - [INFO] - [E:342| 700]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:08:04,651 - ice14ws_128 - [INFO] - [E:342| 800]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:09:45,786 - ice14ws_128 - [INFO] - [E:342| 900]: Train Loss:0.0014934, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:10:56,725 - ice14ws_128 - [INFO] - [Epoch:342]: Training Loss:0.001493 + +2023-05-15 12:10:57,069 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 12:11:19,878 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 12:11:42,030 - ice14ws_128 - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.4769, Head : 0.42355, Avg : 0.45022 + +2023-05-15 12:11:42,031 - ice14ws_128 - [INFO] - [Epoch 342]: Training Loss: 0.0014935, Valid MRR: 0.45597, + + + +2023-05-15 12:11:42,808 - ice14ws_128 - [INFO] - [E:343| 0]: Train Loss:0.0015003, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:13:13,781 - ice14ws_128 - [INFO] - [E:343| 100]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:14:54,941 - ice14ws_128 - [INFO] - [E:343| 200]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:16:36,220 - ice14ws_128 - [INFO] - [E:343| 300]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:18:17,342 - ice14ws_128 - [INFO] - [E:343| 400]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:19:58,452 - ice14ws_128 - [INFO] - [E:343| 500]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:21:28,847 - ice14ws_128 - [INFO] - [E:343| 600]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:23:09,854 - ice14ws_128 - [INFO] - [E:343| 700]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:24:50,838 - ice14ws_128 - [INFO] - [E:343| 800]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:26:31,419 - ice14ws_128 - [INFO] - [E:343| 900]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:27:42,294 - ice14ws_128 - [INFO] - [Epoch:343]: Training Loss:0.001494 + +2023-05-15 12:27:42,686 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 12:28:05,026 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 12:28:27,049 - ice14ws_128 - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.48187, Head : 0.42866, Avg : 0.45526 + +2023-05-15 12:28:27,049 - ice14ws_128 - [INFO] - [Epoch 343]: Training Loss: 0.0014936, Valid MRR: 0.45597, + + + +2023-05-15 12:28:28,118 - ice14ws_128 - [INFO] - [E:344| 0]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:29:58,515 - ice14ws_128 - [INFO] - [E:344| 100]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:31:39,707 - ice14ws_128 - [INFO] - [E:344| 200]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:33:20,791 - ice14ws_128 - [INFO] - [E:344| 300]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:35:01,779 - ice14ws_128 - [INFO] - [E:344| 400]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:36:36,329 - ice14ws_128 - [INFO] - [E:344| 500]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:38:13,723 - ice14ws_128 - [INFO] - [E:344| 600]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:39:54,919 - ice14ws_128 - [INFO] - [E:344| 700]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:41:35,941 - ice14ws_128 - [INFO] - [E:344| 800]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:43:17,013 - ice14ws_128 - [INFO] - [E:344| 900]: Train Loss:0.0014935, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:44:25,350 - ice14ws_128 - [INFO] - [Epoch:344]: Training Loss:0.001493 + +2023-05-15 12:44:25,573 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 12:44:40,220 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 12:45:02,336 - ice14ws_128 - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.47956, Head : 0.42792, Avg : 0.45374 + +2023-05-15 12:45:02,336 - ice14ws_128 - [INFO] - [Epoch 344]: Training Loss: 0.0014934, Valid MRR: 0.45597, + + + +2023-05-15 12:45:03,540 - ice14ws_128 - [INFO] - [E:345| 0]: Train Loss:0.0014949, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:46:44,759 - ice14ws_128 - [INFO] - [E:345| 100]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:48:29,446 - ice14ws_128 - [INFO] - [E:345| 200]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:50:10,674 - ice14ws_128 - [INFO] - [E:345| 300]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:51:51,824 - ice14ws_128 - [INFO] - [E:345| 400]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:53:22,376 - ice14ws_128 - [INFO] - [E:345| 500]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:55:03,502 - ice14ws_128 - [INFO] - [E:345| 600]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:56:44,606 - ice14ws_128 - [INFO] - [E:345| 700]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 12:58:25,620 - ice14ws_128 - [INFO] - [E:345| 800]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:00:06,854 - ice14ws_128 - [INFO] - [E:345| 900]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:01:07,572 - ice14ws_128 - [INFO] - [Epoch:345]: Training Loss:0.001493 + +2023-05-15 13:01:08,088 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 13:01:30,516 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 13:01:52,614 - ice14ws_128 - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.47787, Head : 0.42355, Avg : 0.45071 + +2023-05-15 13:01:52,614 - ice14ws_128 - [INFO] - [Epoch 345]: Training Loss: 0.0014933, Valid MRR: 0.45597, + + + +2023-05-15 13:01:53,679 - ice14ws_128 - [INFO] - [E:346| 0]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:03:34,743 - ice14ws_128 - [INFO] - [E:346| 100]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:05:15,914 - ice14ws_128 - [INFO] - [E:346| 200]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:06:57,094 - ice14ws_128 - [INFO] - [E:346| 300]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:08:30,501 - ice14ws_128 - [INFO] - [E:346| 400]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:10:08,638 - ice14ws_128 - [INFO] - [E:346| 500]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:11:49,449 - ice14ws_128 - [INFO] - [E:346| 600]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:13:30,336 - ice14ws_128 - [INFO] - [E:346| 700]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:15:11,339 - ice14ws_128 - [INFO] - [E:346| 800]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:16:42,153 - ice14ws_128 - [INFO] - [E:346| 900]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:17:53,137 - ice14ws_128 - [INFO] - [Epoch:346]: Training Loss:0.001493 + +2023-05-15 13:17:53,480 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 13:18:16,230 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 13:18:38,326 - ice14ws_128 - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.47736, Head : 0.42852, Avg : 0.45294 + +2023-05-15 13:18:38,326 - ice14ws_128 - [INFO] - [Epoch 346]: Training Loss: 0.0014933, Valid MRR: 0.45597, + + + +2023-05-15 13:18:39,153 - ice14ws_128 - [INFO] - [E:347| 0]: Train Loss:0.0014949, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:20:20,215 - ice14ws_128 - [INFO] - [E:347| 100]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:22:01,438 - ice14ws_128 - [INFO] - [E:347| 200]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:23:42,665 - ice14ws_128 - [INFO] - [E:347| 300]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:25:13,475 - ice14ws_128 - [INFO] - [E:347| 400]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:26:54,402 - ice14ws_128 - [INFO] - [E:347| 500]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:28:35,244 - ice14ws_128 - [INFO] - [E:347| 600]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:30:16,409 - ice14ws_128 - [INFO] - [E:347| 700]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:32:01,229 - ice14ws_128 - [INFO] - [E:347| 800]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:33:31,491 - ice14ws_128 - [INFO] - [E:347| 900]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:34:42,627 - ice14ws_128 - [INFO] - [Epoch:347]: Training Loss:0.001493 + +2023-05-15 13:34:43,146 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 13:35:05,657 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 13:35:27,990 - ice14ws_128 - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.47929, Head : 0.42842, Avg : 0.45385 + +2023-05-15 13:35:27,990 - ice14ws_128 - [INFO] - [Epoch 347]: Training Loss: 0.0014932, Valid MRR: 0.45597, + + + +2023-05-15 13:35:28,967 - ice14ws_128 - [INFO] - [E:348| 0]: Train Loss:0.0014966, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:37:09,955 - ice14ws_128 - [INFO] - [E:348| 100]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:38:51,007 - ice14ws_128 - [INFO] - [E:348| 200]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:40:22,984 - ice14ws_128 - [INFO] - [E:348| 300]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:42:02,804 - ice14ws_128 - [INFO] - [E:348| 400]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:43:43,047 - ice14ws_128 - [INFO] - [E:348| 500]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:45:23,469 - ice14ws_128 - [INFO] - [E:348| 600]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:47:04,362 - ice14ws_128 - [INFO] - [E:348| 700]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:48:34,735 - ice14ws_128 - [INFO] - [E:348| 800]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:50:15,810 - ice14ws_128 - [INFO] - [E:348| 900]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:51:27,014 - ice14ws_128 - [INFO] - [Epoch:348]: Training Loss:0.001493 + +2023-05-15 13:51:27,407 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 13:51:49,647 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 13:52:11,749 - ice14ws_128 - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.47701, Head : 0.42668, Avg : 0.45185 + +2023-05-15 13:52:11,749 - ice14ws_128 - [INFO] - [Epoch 348]: Training Loss: 0.0014932, Valid MRR: 0.45597, + + + +2023-05-15 13:52:12,951 - ice14ws_128 - [INFO] - [E:349| 0]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:53:54,074 - ice14ws_128 - [INFO] - [E:349| 100]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:55:35,225 - ice14ws_128 - [INFO] - [E:349| 200]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:57:05,757 - ice14ws_128 - [INFO] - [E:349| 300]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 13:58:46,413 - ice14ws_128 - [INFO] - [E:349| 400]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:00:27,324 - ice14ws_128 - [INFO] - [E:349| 500]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:02:08,199 - ice14ws_128 - [INFO] - [E:349| 600]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:03:49,066 - ice14ws_128 - [INFO] - [E:349| 700]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:05:19,807 - ice14ws_128 - [INFO] - [E:349| 800]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:07:00,965 - ice14ws_128 - [INFO] - [E:349| 900]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:08:11,978 - ice14ws_128 - [INFO] - [Epoch:349]: Training Loss:0.001493 + +2023-05-15 14:08:12,321 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 14:08:35,070 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 14:08:57,186 - ice14ws_128 - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.47925, Head : 0.42933, Avg : 0.45429 + MR: Tail : 597.16, Head : 684.02, Avg : 640.59 + Hit-1: Tail : 0.39799, Head : 0.35016, Avg : 0.37407 + Hit-3: Tail : 0.52421, Head : 0.4679, Avg : 0.49606 + Hit-10: Tail : 0.62762, Head : 0.57944, Avg : 0.60353 +2023-05-15 14:08:57,186 - ice14ws_128 - [INFO] - [Epoch 349]: Training Loss: 0.0014931, Valid MRR: 0.45597, + + + +2023-05-15 14:08:57,970 - ice14ws_128 - [INFO] - [E:350| 0]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:10:39,093 - ice14ws_128 - [INFO] - [E:350| 100]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:12:09,955 - ice14ws_128 - [INFO] - [E:350| 200]: Train Loss:0.0014932, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:13:50,813 - ice14ws_128 - [INFO] - [E:350| 300]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:15:35,601 - ice14ws_128 - [INFO] - [E:350| 400]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:17:16,602 - ice14ws_128 - [INFO] - [E:350| 500]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:18:57,623 - ice14ws_128 - [INFO] - [E:350| 600]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:20:28,647 - ice14ws_128 - [INFO] - [E:350| 700]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:22:09,501 - ice14ws_128 - [INFO] - [E:350| 800]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:23:50,449 - ice14ws_128 - [INFO] - [E:350| 900]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:25:01,446 - ice14ws_128 - [INFO] - [Epoch:350]: Training Loss:0.001493 + +2023-05-15 14:25:01,710 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 14:25:24,313 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 14:25:46,650 - ice14ws_128 - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.47698, Head : 0.43108, Avg : 0.45403 + +2023-05-15 14:25:46,651 - ice14ws_128 - [INFO] - [Epoch 350]: Training Loss: 0.0014929, Valid MRR: 0.45597, + + + +2023-05-15 14:25:47,458 - ice14ws_128 - [INFO] - [E:351| 0]: Train Loss:0.0014831, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:27:28,461 - ice14ws_128 - [INFO] - [E:351| 100]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:28:59,374 - ice14ws_128 - [INFO] - [E:351| 200]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:30:40,403 - ice14ws_128 - [INFO] - [E:351| 300]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:32:21,365 - ice14ws_128 - [INFO] - [E:351| 400]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:34:02,511 - ice14ws_128 - [INFO] - [E:351| 500]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:35:43,655 - ice14ws_128 - [INFO] - [E:351| 600]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:37:14,171 - ice14ws_128 - [INFO] - [E:351| 700]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:38:55,159 - ice14ws_128 - [INFO] - [E:351| 800]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:40:35,982 - ice14ws_128 - [INFO] - [E:351| 900]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:41:46,626 - ice14ws_128 - [INFO] - [Epoch:351]: Training Loss:0.001493 + +2023-05-15 14:41:47,146 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 14:42:09,491 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 14:42:31,446 - ice14ws_128 - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.47713, Head : 0.42617, Avg : 0.45165 + +2023-05-15 14:42:31,447 - ice14ws_128 - [INFO] - [Epoch 351]: Training Loss: 0.001493, Valid MRR: 0.45597, + + + +2023-05-15 14:42:32,513 - ice14ws_128 - [INFO] - [E:352| 0]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:44:03,091 - ice14ws_128 - [INFO] - [E:352| 100]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:45:44,195 - ice14ws_128 - [INFO] - [E:352| 200]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:47:25,260 - ice14ws_128 - [INFO] - [E:352| 300]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:49:06,259 - ice14ws_128 - [INFO] - [E:352| 400]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:50:47,321 - ice14ws_128 - [INFO] - [E:352| 500]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:52:18,020 - ice14ws_128 - [INFO] - [E:352| 600]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:53:58,979 - ice14ws_128 - [INFO] - [E:352| 700]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:55:39,973 - ice14ws_128 - [INFO] - [E:352| 800]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:57:20,983 - ice14ws_128 - [INFO] - [E:352| 900]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 14:58:32,045 - ice14ws_128 - [INFO] - [Epoch:352]: Training Loss:0.001493 + +2023-05-15 14:58:32,440 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 14:58:59,301 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 14:59:21,448 - ice14ws_128 - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.47676, Head : 0.42261, Avg : 0.44969 + +2023-05-15 14:59:21,449 - ice14ws_128 - [INFO] - [Epoch 352]: Training Loss: 0.0014929, Valid MRR: 0.45597, + + + +2023-05-15 14:59:22,432 - ice14ws_128 - [INFO] - [E:353| 0]: Train Loss:0.001484, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:00:53,131 - ice14ws_128 - [INFO] - [E:353| 100]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:02:34,116 - ice14ws_128 - [INFO] - [E:353| 200]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:04:14,975 - ice14ws_128 - [INFO] - [E:353| 300]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:05:55,439 - ice14ws_128 - [INFO] - [E:353| 400]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:07:36,235 - ice14ws_128 - [INFO] - [E:353| 500]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:09:06,591 - ice14ws_128 - [INFO] - [E:353| 600]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:10:47,403 - ice14ws_128 - [INFO] - [E:353| 700]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:12:28,211 - ice14ws_128 - [INFO] - [E:353| 800]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:14:08,878 - ice14ws_128 - [INFO] - [E:353| 900]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:15:19,853 - ice14ws_128 - [INFO] - [Epoch:353]: Training Loss:0.001493 + +2023-05-15 15:15:20,371 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 15:15:38,199 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 15:15:53,689 - ice14ws_128 - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.47616, Head : 0.4234, Avg : 0.44978 + +2023-05-15 15:15:53,689 - ice14ws_128 - [INFO] - [Epoch 353]: Training Loss: 0.0014928, Valid MRR: 0.45597, + + + +2023-05-15 15:15:54,748 - ice14ws_128 - [INFO] - [E:354| 0]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:17:35,448 - ice14ws_128 - [INFO] - [E:354| 100]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:19:16,384 - ice14ws_128 - [INFO] - [E:354| 200]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:20:57,344 - ice14ws_128 - [INFO] - [E:354| 300]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:22:38,287 - ice14ws_128 - [INFO] - [E:354| 400]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:24:09,048 - ice14ws_128 - [INFO] - [E:354| 500]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:25:50,135 - ice14ws_128 - [INFO] - [E:354| 600]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:27:31,177 - ice14ws_128 - [INFO] - [E:354| 700]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:29:12,244 - ice14ws_128 - [INFO] - [E:354| 800]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:30:53,388 - ice14ws_128 - [INFO] - [E:354| 900]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:31:54,175 - ice14ws_128 - [INFO] - [Epoch:354]: Training Loss:0.001493 + +2023-05-15 15:31:54,573 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 15:32:17,282 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 15:32:39,280 - ice14ws_128 - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.47998, Head : 0.42544, Avg : 0.45271 + +2023-05-15 15:32:39,280 - ice14ws_128 - [INFO] - [Epoch 354]: Training Loss: 0.0014927, Valid MRR: 0.45597, + + + +2023-05-15 15:32:40,351 - ice14ws_128 - [INFO] - [E:355| 0]: Train Loss:0.0014988, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:34:20,999 - ice14ws_128 - [INFO] - [E:355| 100]: Train Loss:0.0014934, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:36:02,059 - ice14ws_128 - [INFO] - [E:355| 200]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:37:42,310 - ice14ws_128 - [INFO] - [E:355| 300]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:39:20,760 - ice14ws_128 - [INFO] - [E:355| 400]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:40:53,482 - ice14ws_128 - [INFO] - [E:355| 500]: Train Loss:0.0014929, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:42:34,494 - ice14ws_128 - [INFO] - [E:355| 600]: Train Loss:0.001493, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:44:19,274 - ice14ws_128 - [INFO] - [E:355| 700]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:46:00,344 - ice14ws_128 - [INFO] - [E:355| 800]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:47:35,921 - ice14ws_128 - [INFO] - [E:355| 900]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:48:42,354 - ice14ws_128 - [INFO] - [Epoch:355]: Training Loss:0.001493 + +2023-05-15 15:48:42,699 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 15:49:05,221 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 15:49:27,392 - ice14ws_128 - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.48032, Head : 0.42778, Avg : 0.45405 + +2023-05-15 15:49:27,392 - ice14ws_128 - [INFO] - [Epoch 355]: Training Loss: 0.0014926, Valid MRR: 0.45597, + + + +2023-05-15 15:49:28,379 - ice14ws_128 - [INFO] - [E:356| 0]: Train Loss:0.0014975, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:51:09,648 - ice14ws_128 - [INFO] - [E:356| 100]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:52:51,026 - ice14ws_128 - [INFO] - [E:356| 200]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:54:32,168 - ice14ws_128 - [INFO] - [E:356| 300]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:56:02,924 - ice14ws_128 - [INFO] - [E:356| 400]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:57:43,780 - ice14ws_128 - [INFO] - [E:356| 500]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 15:59:24,375 - ice14ws_128 - [INFO] - [E:356| 600]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:01:05,094 - ice14ws_128 - [INFO] - [E:356| 700]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:02:45,831 - ice14ws_128 - [INFO] - [E:356| 800]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:04:16,179 - ice14ws_128 - [INFO] - [E:356| 900]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:05:27,504 - ice14ws_128 - [INFO] - [Epoch:356]: Training Loss:0.001493 + +2023-05-15 16:05:28,023 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 16:05:50,350 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 16:06:12,372 - ice14ws_128 - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.47764, Head : 0.42685, Avg : 0.45225 + +2023-05-15 16:06:12,372 - ice14ws_128 - [INFO] - [Epoch 356]: Training Loss: 0.0014927, Valid MRR: 0.45597, + + + +2023-05-15 16:06:13,432 - ice14ws_128 - [INFO] - [E:357| 0]: Train Loss:0.0014856, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:07:54,436 - ice14ws_128 - [INFO] - [E:357| 100]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:09:35,519 - ice14ws_128 - [INFO] - [E:357| 200]: Train Loss:0.0014914, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:11:13,497 - ice14ws_128 - [INFO] - [E:357| 300]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:12:46,825 - ice14ws_128 - [INFO] - [E:357| 400]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:14:27,600 - ice14ws_128 - [INFO] - [E:357| 500]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:16:08,499 - ice14ws_128 - [INFO] - [E:357| 600]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:17:49,330 - ice14ws_128 - [INFO] - [E:357| 700]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:19:20,438 - ice14ws_128 - [INFO] - [E:357| 800]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:21:00,648 - ice14ws_128 - [INFO] - [E:357| 900]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:22:11,635 - ice14ws_128 - [INFO] - [Epoch:357]: Training Loss:0.001493 + +2023-05-15 16:22:12,158 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 16:22:34,523 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 16:22:56,541 - ice14ws_128 - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.48233, Head : 0.42845, Avg : 0.45539 + +2023-05-15 16:22:56,542 - ice14ws_128 - [INFO] - [Epoch 357]: Training Loss: 0.0014925, Valid MRR: 0.45597, + + + +2023-05-15 16:22:57,609 - ice14ws_128 - [INFO] - [E:358| 0]: Train Loss:0.0015048, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:24:38,449 - ice14ws_128 - [INFO] - [E:358| 100]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:26:19,444 - ice14ws_128 - [INFO] - [E:358| 200]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:27:53,879 - ice14ws_128 - [INFO] - [E:358| 300]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:29:34,941 - ice14ws_128 - [INFO] - [E:358| 400]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:31:15,981 - ice14ws_128 - [INFO] - [E:358| 500]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:32:57,098 - ice14ws_128 - [INFO] - [E:358| 600]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:34:37,963 - ice14ws_128 - [INFO] - [E:358| 700]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:36:08,865 - ice14ws_128 - [INFO] - [E:358| 800]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:37:49,815 - ice14ws_128 - [INFO] - [E:358| 900]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:39:00,689 - ice14ws_128 - [INFO] - [Epoch:358]: Training Loss:0.001492 + +2023-05-15 16:39:01,032 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 16:39:23,830 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 16:39:45,858 - ice14ws_128 - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.47748, Head : 0.42741, Avg : 0.45244 + +2023-05-15 16:39:45,858 - ice14ws_128 - [INFO] - [Epoch 358]: Training Loss: 0.0014923, Valid MRR: 0.45597, + + + +2023-05-15 16:39:46,921 - ice14ws_128 - [INFO] - [E:359| 0]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:41:28,051 - ice14ws_128 - [INFO] - [E:359| 100]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:43:04,928 - ice14ws_128 - [INFO] - [E:359| 200]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:44:39,318 - ice14ws_128 - [INFO] - [E:359| 300]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:46:20,464 - ice14ws_128 - [INFO] - [E:359| 400]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:48:00,918 - ice14ws_128 - [INFO] - [E:359| 500]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:49:41,434 - ice14ws_128 - [INFO] - [E:359| 600]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:51:13,285 - ice14ws_128 - [INFO] - [E:359| 700]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:52:52,934 - ice14ws_128 - [INFO] - [E:359| 800]: Train Loss:0.0014926, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:54:34,044 - ice14ws_128 - [INFO] - [E:359| 900]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:55:45,205 - ice14ws_128 - [INFO] - [Epoch:359]: Training Loss:0.001492 + +2023-05-15 16:55:45,587 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 16:56:07,831 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 16:56:29,905 - ice14ws_128 - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.47782, Head : 0.42548, Avg : 0.45165 + MR: Tail : 573.96, Head : 663.14, Avg : 618.55 + Hit-1: Tail : 0.39629, Head : 0.34567, Avg : 0.37098 + Hit-3: Tail : 0.52397, Head : 0.46486, Avg : 0.49442 + Hit-10: Tail : 0.62605, Head : 0.57616, Avg : 0.6011 +2023-05-15 16:56:29,905 - ice14ws_128 - [INFO] - [Epoch 359]: Training Loss: 0.0014925, Valid MRR: 0.45597, + + + +2023-05-15 16:56:30,966 - ice14ws_128 - [INFO] - [E:360| 0]: Train Loss:0.0014798, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:58:12,085 - ice14ws_128 - [INFO] - [E:360| 100]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 16:59:42,688 - ice14ws_128 - [INFO] - [E:360| 200]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:01:23,516 - ice14ws_128 - [INFO] - [E:360| 300]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:03:04,290 - ice14ws_128 - [INFO] - [E:360| 400]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:04:45,211 - ice14ws_128 - [INFO] - [E:360| 500]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:06:26,196 - ice14ws_128 - [INFO] - [E:360| 600]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:07:56,977 - ice14ws_128 - [INFO] - [E:360| 700]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:09:38,025 - ice14ws_128 - [INFO] - [E:360| 800]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:11:22,890 - ice14ws_128 - [INFO] - [E:360| 900]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:12:34,096 - ice14ws_128 - [INFO] - [Epoch:360]: Training Loss:0.001492 + +2023-05-15 17:12:34,494 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 17:12:57,286 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 17:13:19,375 - ice14ws_128 - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.47873, Head : 0.42803, Avg : 0.45338 + +2023-05-15 17:13:19,375 - ice14ws_128 - [INFO] - [Epoch 360]: Training Loss: 0.0014923, Valid MRR: 0.45597, + + + +2023-05-15 17:13:20,442 - ice14ws_128 - [INFO] - [E:361| 0]: Train Loss:0.0014954, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:14:57,553 - ice14ws_128 - [INFO] - [E:361| 100]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:16:32,104 - ice14ws_128 - [INFO] - [E:361| 200]: Train Loss:0.0014925, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:18:13,203 - ice14ws_128 - [INFO] - [E:361| 300]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:19:54,155 - ice14ws_128 - [INFO] - [E:361| 400]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:21:35,131 - ice14ws_128 - [INFO] - [E:361| 500]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:23:05,827 - ice14ws_128 - [INFO] - [E:361| 600]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:24:46,297 - ice14ws_128 - [INFO] - [E:361| 700]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:26:27,201 - ice14ws_128 - [INFO] - [E:361| 800]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:28:07,722 - ice14ws_128 - [INFO] - [E:361| 900]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:29:18,050 - ice14ws_128 - [INFO] - [Epoch:361]: Training Loss:0.001492 + +2023-05-15 17:29:18,448 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 17:29:41,200 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 17:30:03,283 - ice14ws_128 - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.47741, Head : 0.42568, Avg : 0.45154 + +2023-05-15 17:30:03,283 - ice14ws_128 - [INFO] - [Epoch 361]: Training Loss: 0.0014924, Valid MRR: 0.45597, + + + +2023-05-15 17:30:04,362 - ice14ws_128 - [INFO] - [E:362| 0]: Train Loss:0.0014936, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:31:34,923 - ice14ws_128 - [INFO] - [E:362| 100]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:33:15,896 - ice14ws_128 - [INFO] - [E:362| 200]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:34:56,961 - ice14ws_128 - [INFO] - [E:362| 300]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:36:37,801 - ice14ws_128 - [INFO] - [E:362| 400]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:38:18,777 - ice14ws_128 - [INFO] - [E:362| 500]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:39:49,234 - ice14ws_128 - [INFO] - [E:362| 600]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:41:30,272 - ice14ws_128 - [INFO] - [E:362| 700]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:43:11,108 - ice14ws_128 - [INFO] - [E:362| 800]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:44:52,217 - ice14ws_128 - [INFO] - [E:362| 900]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:46:03,429 - ice14ws_128 - [INFO] - [Epoch:362]: Training Loss:0.001492 + +2023-05-15 17:46:03,949 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 17:46:26,329 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 17:46:42,803 - ice14ws_128 - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.47619, Head : 0.42733, Avg : 0.45176 + +2023-05-15 17:46:42,804 - ice14ws_128 - [INFO] - [Epoch 362]: Training Loss: 0.0014922, Valid MRR: 0.45597, + + + +2023-05-15 17:46:43,452 - ice14ws_128 - [INFO] - [E:363| 0]: Train Loss:0.0014985, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:48:19,630 - ice14ws_128 - [INFO] - [E:363| 100]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:50:00,799 - ice14ws_128 - [INFO] - [E:363| 200]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:51:41,714 - ice14ws_128 - [INFO] - [E:363| 300]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:53:22,009 - ice14ws_128 - [INFO] - [E:363| 400]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:54:51,523 - ice14ws_128 - [INFO] - [E:363| 500]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:56:35,509 - ice14ws_128 - [INFO] - [E:363| 600]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:58:16,250 - ice14ws_128 - [INFO] - [E:363| 700]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 17:59:57,014 - ice14ws_128 - [INFO] - [E:363| 800]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:01:37,806 - ice14ws_128 - [INFO] - [E:363| 900]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:02:45,068 - ice14ws_128 - [INFO] - [Epoch:363]: Training Loss:0.001492 + +2023-05-15 18:02:45,285 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 18:03:00,379 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 18:03:22,464 - ice14ws_128 - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.47795, Head : 0.4294, Avg : 0.45367 + +2023-05-15 18:03:22,464 - ice14ws_128 - [INFO] - [Epoch 363]: Training Loss: 0.0014921, Valid MRR: 0.45597, + + + +2023-05-15 18:03:23,445 - ice14ws_128 - [INFO] - [E:364| 0]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:05:04,159 - ice14ws_128 - [INFO] - [E:364| 100]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:06:44,889 - ice14ws_128 - [INFO] - [E:364| 200]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:08:25,607 - ice14ws_128 - [INFO] - [E:364| 300]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:10:06,240 - ice14ws_128 - [INFO] - [E:364| 400]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:11:36,402 - ice14ws_128 - [INFO] - [E:364| 500]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:13:16,924 - ice14ws_128 - [INFO] - [E:364| 600]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:14:57,516 - ice14ws_128 - [INFO] - [E:364| 700]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:16:37,801 - ice14ws_128 - [INFO] - [E:364| 800]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:18:18,324 - ice14ws_128 - [INFO] - [E:364| 900]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:19:18,185 - ice14ws_128 - [INFO] - [Epoch:364]: Training Loss:0.001492 + +2023-05-15 18:19:18,531 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 18:19:41,210 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 18:20:03,213 - ice14ws_128 - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.47688, Head : 0.42703, Avg : 0.45196 + +2023-05-15 18:20:03,213 - ice14ws_128 - [INFO] - [Epoch 364]: Training Loss: 0.0014921, Valid MRR: 0.45597, + + + +2023-05-15 18:20:03,994 - ice14ws_128 - [INFO] - [E:365| 0]: Train Loss:0.0015008, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:21:44,586 - ice14ws_128 - [INFO] - [E:365| 100]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:23:25,350 - ice14ws_128 - [INFO] - [E:365| 200]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:25:06,839 - ice14ws_128 - [INFO] - [E:365| 300]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:26:42,591 - ice14ws_128 - [INFO] - [E:365| 400]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:28:20,846 - ice14ws_128 - [INFO] - [E:365| 500]: Train Loss:0.0014922, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:30:03,209 - ice14ws_128 - [INFO] - [E:365| 600]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:31:45,917 - ice14ws_128 - [INFO] - [E:365| 700]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:33:28,439 - ice14ws_128 - [INFO] - [E:365| 800]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:35:10,829 - ice14ws_128 - [INFO] - [E:365| 900]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:36:12,135 - ice14ws_128 - [INFO] - [Epoch:365]: Training Loss:0.001492 + +2023-05-15 18:36:12,630 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 18:36:35,130 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 18:36:57,227 - ice14ws_128 - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.47664, Head : 0.42923, Avg : 0.45293 + +2023-05-15 18:36:57,227 - ice14ws_128 - [INFO] - [Epoch 365]: Training Loss: 0.0014921, Valid MRR: 0.45597, + + + +2023-05-15 18:36:58,288 - ice14ws_128 - [INFO] - [E:366| 0]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:38:39,376 - ice14ws_128 - [INFO] - [E:366| 100]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:40:26,835 - ice14ws_128 - [INFO] - [E:366| 200]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:42:10,459 - ice14ws_128 - [INFO] - [E:366| 300]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:43:53,617 - ice14ws_128 - [INFO] - [E:366| 400]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:45:26,324 - ice14ws_128 - [INFO] - [E:366| 500]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:47:08,662 - ice14ws_128 - [INFO] - [E:366| 600]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:48:51,915 - ice14ws_128 - [INFO] - [E:366| 700]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:50:34,642 - ice14ws_128 - [INFO] - [E:366| 800]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:52:15,938 - ice14ws_128 - [INFO] - [E:366| 900]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:53:16,897 - ice14ws_128 - [INFO] - [Epoch:366]: Training Loss:0.001492 + +2023-05-15 18:53:17,287 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 18:53:40,632 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 18:54:03,651 - ice14ws_128 - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.47909, Head : 0.42982, Avg : 0.45445 + +2023-05-15 18:54:03,652 - ice14ws_128 - [INFO] - [Epoch 366]: Training Loss: 0.001492, Valid MRR: 0.45597, + + + +2023-05-15 18:54:04,722 - ice14ws_128 - [INFO] - [E:367| 0]: Train Loss:0.0014838, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:55:48,012 - ice14ws_128 - [INFO] - [E:367| 100]: Train Loss:0.0014914, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:57:31,470 - ice14ws_128 - [INFO] - [E:367| 200]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 18:59:15,021 - ice14ws_128 - [INFO] - [E:367| 300]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:00:57,383 - ice14ws_128 - [INFO] - [E:367| 400]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:02:29,434 - ice14ws_128 - [INFO] - [E:367| 500]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:04:12,671 - ice14ws_128 - [INFO] - [E:367| 600]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:05:54,912 - ice14ws_128 - [INFO] - [E:367| 700]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:07:35,884 - ice14ws_128 - [INFO] - [E:367| 800]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:09:18,009 - ice14ws_128 - [INFO] - [E:367| 900]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:10:19,343 - ice14ws_128 - [INFO] - [Epoch:367]: Training Loss:0.001492 + +2023-05-15 19:10:19,738 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 19:10:43,311 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 19:11:05,995 - ice14ws_128 - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.47924, Head : 0.42755, Avg : 0.45339 + +2023-05-15 19:11:05,996 - ice14ws_128 - [INFO] - [Epoch 367]: Training Loss: 0.001492, Valid MRR: 0.45597, + + + +2023-05-15 19:11:07,187 - ice14ws_128 - [INFO] - [E:368| 0]: Train Loss:0.0014949, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:12:49,462 - ice14ws_128 - [INFO] - [E:368| 100]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:14:31,833 - ice14ws_128 - [INFO] - [E:368| 200]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:16:14,151 - ice14ws_128 - [INFO] - [E:368| 300]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:17:57,503 - ice14ws_128 - [INFO] - [E:368| 400]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:19:29,261 - ice14ws_128 - [INFO] - [E:368| 500]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:21:10,825 - ice14ws_128 - [INFO] - [E:368| 600]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:22:53,826 - ice14ws_128 - [INFO] - [E:368| 700]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:24:37,305 - ice14ws_128 - [INFO] - [E:368| 800]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:26:21,090 - ice14ws_128 - [INFO] - [E:368| 900]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:27:23,042 - ice14ws_128 - [INFO] - [Epoch:368]: Training Loss:0.001492 + +2023-05-15 19:27:23,556 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 19:27:50,560 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 19:28:13,481 - ice14ws_128 - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.47915, Head : 0.42976, Avg : 0.45446 + +2023-05-15 19:28:13,481 - ice14ws_128 - [INFO] - [Epoch 368]: Training Loss: 0.0014918, Valid MRR: 0.45597, + + + +2023-05-15 19:28:14,657 - ice14ws_128 - [INFO] - [E:369| 0]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:29:57,827 - ice14ws_128 - [INFO] - [E:369| 100]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:31:40,376 - ice14ws_128 - [INFO] - [E:369| 200]: Train Loss:0.0014931, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:33:22,996 - ice14ws_128 - [INFO] - [E:369| 300]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:35:04,316 - ice14ws_128 - [INFO] - [E:369| 400]: Train Loss:0.001492, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:36:35,473 - ice14ws_128 - [INFO] - [E:369| 500]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:38:19,023 - ice14ws_128 - [INFO] - [E:369| 600]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:40:01,722 - ice14ws_128 - [INFO] - [E:369| 700]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:41:44,360 - ice14ws_128 - [INFO] - [E:369| 800]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:43:26,588 - ice14ws_128 - [INFO] - [E:369| 900]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:44:28,308 - ice14ws_128 - [INFO] - [Epoch:369]: Training Loss:0.001492 + +2023-05-15 19:44:28,784 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 19:44:51,796 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 19:45:14,541 - ice14ws_128 - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.48106, Head : 0.42871, Avg : 0.45489 + MR: Tail : 566.62, Head : 647.84, Avg : 607.23 + Hit-1: Tail : 0.39944, Head : 0.34713, Avg : 0.37329 + Hit-3: Tail : 0.52434, Head : 0.46608, Avg : 0.49521 + Hit-10: Tail : 0.63127, Head : 0.58393, Avg : 0.6076 +2023-05-15 19:45:14,541 - ice14ws_128 - [INFO] - [Epoch 369]: Training Loss: 0.0014919, Valid MRR: 0.45597, + + + +2023-05-15 19:45:15,725 - ice14ws_128 - [INFO] - [E:370| 0]: Train Loss:0.0014994, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:46:57,606 - ice14ws_128 - [INFO] - [E:370| 100]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:48:39,659 - ice14ws_128 - [INFO] - [E:370| 200]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:50:20,985 - ice14ws_128 - [INFO] - [E:370| 300]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:52:04,676 - ice14ws_128 - [INFO] - [E:370| 400]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:53:36,803 - ice14ws_128 - [INFO] - [E:370| 500]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:55:18,650 - ice14ws_128 - [INFO] - [E:370| 600]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:57:00,540 - ice14ws_128 - [INFO] - [E:370| 700]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 19:58:43,070 - ice14ws_128 - [INFO] - [E:370| 800]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:00:25,748 - ice14ws_128 - [INFO] - [E:370| 900]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:01:28,467 - ice14ws_128 - [INFO] - [Epoch:370]: Training Loss:0.001492 + +2023-05-15 20:01:28,685 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 20:01:50,638 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 20:02:13,734 - ice14ws_128 - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.48003, Head : 0.42873, Avg : 0.45438 + +2023-05-15 20:02:13,734 - ice14ws_128 - [INFO] - [Epoch 370]: Training Loss: 0.0014919, Valid MRR: 0.45597, + + + +2023-05-15 20:02:14,919 - ice14ws_128 - [INFO] - [E:371| 0]: Train Loss:0.0015022, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:03:56,377 - ice14ws_128 - [INFO] - [E:371| 100]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:05:38,170 - ice14ws_128 - [INFO] - [E:371| 200]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:07:20,922 - ice14ws_128 - [INFO] - [E:371| 300]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:09:03,644 - ice14ws_128 - [INFO] - [E:371| 400]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:10:35,188 - ice14ws_128 - [INFO] - [E:371| 500]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:12:18,427 - ice14ws_128 - [INFO] - [E:371| 600]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:14:01,907 - ice14ws_128 - [INFO] - [E:371| 700]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:15:48,974 - ice14ws_128 - [INFO] - [E:371| 800]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:17:31,450 - ice14ws_128 - [INFO] - [E:371| 900]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:18:35,745 - ice14ws_128 - [INFO] - [Epoch:371]: Training Loss:0.001492 + +2023-05-15 20:18:35,962 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 20:18:54,793 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 20:19:17,994 - ice14ws_128 - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.4808, Head : 0.42879, Avg : 0.4548 + +2023-05-15 20:19:17,994 - ice14ws_128 - [INFO] - [Epoch 371]: Training Loss: 0.0014918, Valid MRR: 0.45597, + + + +2023-05-15 20:19:18,837 - ice14ws_128 - [INFO] - [E:372| 0]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:21:02,395 - ice14ws_128 - [INFO] - [E:372| 100]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:22:46,185 - ice14ws_128 - [INFO] - [E:372| 200]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:24:28,895 - ice14ws_128 - [INFO] - [E:372| 300]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:26:11,388 - ice14ws_128 - [INFO] - [E:372| 400]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:27:42,951 - ice14ws_128 - [INFO] - [E:372| 500]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:29:24,976 - ice14ws_128 - [INFO] - [E:372| 600]: Train Loss:0.0014919, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:31:07,317 - ice14ws_128 - [INFO] - [E:372| 700]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:32:48,291 - ice14ws_128 - [INFO] - [E:372| 800]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:34:30,641 - ice14ws_128 - [INFO] - [E:372| 900]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:35:37,687 - ice14ws_128 - [INFO] - [Epoch:372]: Training Loss:0.001492 + +2023-05-15 20:35:37,904 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 20:35:54,894 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 20:36:17,484 - ice14ws_128 - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.4756, Head : 0.42447, Avg : 0.45003 + +2023-05-15 20:36:17,484 - ice14ws_128 - [INFO] - [Epoch 372]: Training Loss: 0.0014917, Valid MRR: 0.45597, + + + +2023-05-15 20:36:18,699 - ice14ws_128 - [INFO] - [E:373| 0]: Train Loss:0.0014851, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:38:00,810 - ice14ws_128 - [INFO] - [E:373| 100]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:39:43,427 - ice14ws_128 - [INFO] - [E:373| 200]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:41:25,511 - ice14ws_128 - [INFO] - [E:373| 300]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:43:08,818 - ice14ws_128 - [INFO] - [E:373| 400]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:44:41,575 - ice14ws_128 - [INFO] - [E:373| 500]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:46:23,569 - ice14ws_128 - [INFO] - [E:373| 600]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:48:05,336 - ice14ws_128 - [INFO] - [E:373| 700]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:49:47,781 - ice14ws_128 - [INFO] - [E:373| 800]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:51:30,248 - ice14ws_128 - [INFO] - [E:373| 900]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:52:39,585 - ice14ws_128 - [INFO] - [Epoch:373]: Training Loss:0.001492 + +2023-05-15 20:52:39,801 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 20:52:54,765 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 20:53:17,438 - ice14ws_128 - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.47646, Head : 0.4286, Avg : 0.45253 + +2023-05-15 20:53:17,438 - ice14ws_128 - [INFO] - [Epoch 373]: Training Loss: 0.0014916, Valid MRR: 0.45597, + + + +2023-05-15 20:53:18,465 - ice14ws_128 - [INFO] - [E:374| 0]: Train Loss:0.0014965, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:55:00,659 - ice14ws_128 - [INFO] - [E:374| 100]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:56:42,799 - ice14ws_128 - [INFO] - [E:374| 200]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-15 20:58:25,100 - ice14ws_128 - [INFO] - [E:374| 300]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:00:07,217 - ice14ws_128 - [INFO] - [E:374| 400]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:01:37,853 - ice14ws_128 - [INFO] - [E:374| 500]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:03:23,912 - ice14ws_128 - [INFO] - [E:374| 600]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:05:05,277 - ice14ws_128 - [INFO] - [E:374| 700]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:06:47,459 - ice14ws_128 - [INFO] - [E:374| 800]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:08:29,178 - ice14ws_128 - [INFO] - [E:374| 900]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:09:40,695 - ice14ws_128 - [INFO] - [Epoch:374]: Training Loss:0.001492 + +2023-05-15 21:09:41,193 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 21:10:00,196 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 21:10:15,399 - ice14ws_128 - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.4815, Head : 0.43043, Avg : 0.45596 + +2023-05-15 21:10:15,399 - ice14ws_128 - [INFO] - [Epoch 374]: Training Loss: 0.0014915, Valid MRR: 0.45597, + + + +2023-05-15 21:10:16,575 - ice14ws_128 - [INFO] - [E:375| 0]: Train Loss:0.0014838, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:11:58,936 - ice14ws_128 - [INFO] - [E:375| 100]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:13:42,044 - ice14ws_128 - [INFO] - [E:375| 200]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:15:23,692 - ice14ws_128 - [INFO] - [E:375| 300]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:17:05,413 - ice14ws_128 - [INFO] - [E:375| 400]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:18:38,308 - ice14ws_128 - [INFO] - [E:375| 500]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:20:19,534 - ice14ws_128 - [INFO] - [E:375| 600]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:22:01,374 - ice14ws_128 - [INFO] - [E:375| 700]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:23:44,175 - ice14ws_128 - [INFO] - [E:375| 800]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:25:26,332 - ice14ws_128 - [INFO] - [E:375| 900]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:26:39,349 - ice14ws_128 - [INFO] - [Epoch:375]: Training Loss:0.001491 + +2023-05-15 21:26:39,842 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 21:27:01,213 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 21:27:14,830 - ice14ws_128 - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.47885, Head : 0.42718, Avg : 0.45301 + +2023-05-15 21:27:14,830 - ice14ws_128 - [INFO] - [Epoch 375]: Training Loss: 0.0014913, Valid MRR: 0.45597, + + + +2023-05-15 21:27:15,480 - ice14ws_128 - [INFO] - [E:376| 0]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:28:57,460 - ice14ws_128 - [INFO] - [E:376| 100]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:30:38,561 - ice14ws_128 - [INFO] - [E:376| 200]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:32:21,016 - ice14ws_128 - [INFO] - [E:376| 300]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:34:03,580 - ice14ws_128 - [INFO] - [E:376| 400]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:35:38,236 - ice14ws_128 - [INFO] - [E:376| 500]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:37:17,206 - ice14ws_128 - [INFO] - [E:376| 600]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:38:59,206 - ice14ws_128 - [INFO] - [E:376| 700]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:40:40,990 - ice14ws_128 - [INFO] - [E:376| 800]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:42:23,104 - ice14ws_128 - [INFO] - [E:376| 900]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:43:34,650 - ice14ws_128 - [INFO] - [Epoch:376]: Training Loss:0.001491 + +2023-05-15 21:43:34,913 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 21:43:57,161 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 21:44:10,791 - ice14ws_128 - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.47945, Head : 0.42741, Avg : 0.45343 + +2023-05-15 21:44:10,792 - ice14ws_128 - [INFO] - [Epoch 376]: Training Loss: 0.0014913, Valid MRR: 0.45597, + + + +2023-05-15 21:44:11,437 - ice14ws_128 - [INFO] - [E:377| 0]: Train Loss:0.0014792, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:45:50,976 - ice14ws_128 - [INFO] - [E:377| 100]: Train Loss:0.0014914, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:47:32,812 - ice14ws_128 - [INFO] - [E:377| 200]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:49:14,788 - ice14ws_128 - [INFO] - [E:377| 300]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:51:01,134 - ice14ws_128 - [INFO] - [E:377| 400]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:52:43,362 - ice14ws_128 - [INFO] - [E:377| 500]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:54:14,871 - ice14ws_128 - [INFO] - [E:377| 600]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:55:56,369 - ice14ws_128 - [INFO] - [E:377| 700]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:57:37,559 - ice14ws_128 - [INFO] - [E:377| 800]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 21:59:18,703 - ice14ws_128 - [INFO] - [E:377| 900]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:00:30,373 - ice14ws_128 - [INFO] - [Epoch:377]: Training Loss:0.001491 + +2023-05-15 22:00:30,717 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 22:00:54,465 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 22:01:16,038 - ice14ws_128 - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.47502, Head : 0.4239, Avg : 0.44946 + +2023-05-15 22:01:16,038 - ice14ws_128 - [INFO] - [Epoch 377]: Training Loss: 0.0014913, Valid MRR: 0.45597, + + + +2023-05-15 22:01:16,686 - ice14ws_128 - [INFO] - [E:378| 0]: Train Loss:0.0014866, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:02:51,068 - ice14ws_128 - [INFO] - [E:378| 100]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:04:33,839 - ice14ws_128 - [INFO] - [E:378| 200]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:06:15,522 - ice14ws_128 - [INFO] - [E:378| 300]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:07:57,461 - ice14ws_128 - [INFO] - [E:378| 400]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:09:39,280 - ice14ws_128 - [INFO] - [E:378| 500]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:11:11,083 - ice14ws_128 - [INFO] - [E:378| 600]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:12:52,883 - ice14ws_128 - [INFO] - [E:378| 700]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:14:35,564 - ice14ws_128 - [INFO] - [E:378| 800]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:16:19,170 - ice14ws_128 - [INFO] - [E:378| 900]: Train Loss:0.0014914, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:17:31,961 - ice14ws_128 - [INFO] - [Epoch:378]: Training Loss:0.001491 + +2023-05-15 22:17:32,335 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 22:17:56,057 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 22:18:18,651 - ice14ws_128 - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.48012, Head : 0.42989, Avg : 0.45501 + +2023-05-15 22:18:18,651 - ice14ws_128 - [INFO] - [Epoch 378]: Training Loss: 0.0014914, Valid MRR: 0.45597, + + + +2023-05-15 22:18:19,301 - ice14ws_128 - [INFO] - [E:379| 0]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:19:51,529 - ice14ws_128 - [INFO] - [E:379| 100]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:21:33,967 - ice14ws_128 - [INFO] - [E:379| 200]: Train Loss:0.0014915, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:23:16,668 - ice14ws_128 - [INFO] - [E:379| 300]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:24:58,804 - ice14ws_128 - [INFO] - [E:379| 400]: Train Loss:0.0014914, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:26:39,946 - ice14ws_128 - [INFO] - [E:379| 500]: Train Loss:0.0014914, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:28:10,693 - ice14ws_128 - [INFO] - [E:379| 600]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:29:52,838 - ice14ws_128 - [INFO] - [E:379| 700]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:31:35,075 - ice14ws_128 - [INFO] - [E:379| 800]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:33:17,322 - ice14ws_128 - [INFO] - [E:379| 900]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:34:29,051 - ice14ws_128 - [INFO] - [Epoch:379]: Training Loss:0.001491 + +2023-05-15 22:34:29,566 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 22:34:52,627 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 22:35:15,779 - ice14ws_128 - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.47835, Head : 0.42658, Avg : 0.45246 + MR: Tail : 574.72, Head : 653.99, Avg : 614.35 + Hit-1: Tail : 0.39932, Head : 0.34689, Avg : 0.3731 + Hit-3: Tail : 0.51984, Head : 0.46316, Avg : 0.4915 + Hit-10: Tail : 0.62459, Head : 0.57932, Avg : 0.60195 +2023-05-15 22:35:15,779 - ice14ws_128 - [INFO] - [Epoch 379]: Training Loss: 0.0014914, Valid MRR: 0.45597, + + + +2023-05-15 22:35:16,756 - ice14ws_128 - [INFO] - [E:380| 0]: Train Loss:0.0014991, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:36:48,763 - ice14ws_128 - [INFO] - [E:380| 100]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:38:35,204 - ice14ws_128 - [INFO] - [E:380| 200]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:40:18,170 - ice14ws_128 - [INFO] - [E:380| 300]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:41:59,593 - ice14ws_128 - [INFO] - [E:380| 400]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:43:41,545 - ice14ws_128 - [INFO] - [E:380| 500]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:45:13,290 - ice14ws_128 - [INFO] - [E:380| 600]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:46:55,753 - ice14ws_128 - [INFO] - [E:380| 700]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:48:37,973 - ice14ws_128 - [INFO] - [E:380| 800]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:50:19,838 - ice14ws_128 - [INFO] - [E:380| 900]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:51:31,876 - ice14ws_128 - [INFO] - [Epoch:380]: Training Loss:0.001491 + +2023-05-15 22:51:32,390 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 22:51:55,347 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 22:52:18,497 - ice14ws_128 - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.47701, Head : 0.42639, Avg : 0.4517 + +2023-05-15 22:52:18,497 - ice14ws_128 - [INFO] - [Epoch 380]: Training Loss: 0.0014912, Valid MRR: 0.45597, + + + +2023-05-15 22:52:19,427 - ice14ws_128 - [INFO] - [E:381| 0]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:53:51,395 - ice14ws_128 - [INFO] - [E:381| 100]: Train Loss:0.0014917, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:55:32,925 - ice14ws_128 - [INFO] - [E:381| 200]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:57:14,009 - ice14ws_128 - [INFO] - [E:381| 300]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 22:58:56,306 - ice14ws_128 - [INFO] - [E:381| 400]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:00:38,404 - ice14ws_128 - [INFO] - [E:381| 500]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:02:10,889 - ice14ws_128 - [INFO] - [E:381| 600]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:03:54,135 - ice14ws_128 - [INFO] - [E:381| 700]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:05:37,581 - ice14ws_128 - [INFO] - [E:381| 800]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:07:21,582 - ice14ws_128 - [INFO] - [E:381| 900]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:08:34,436 - ice14ws_128 - [INFO] - [Epoch:381]: Training Loss:0.001491 + +2023-05-15 23:08:34,699 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 23:08:58,181 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 23:09:20,258 - ice14ws_128 - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.47502, Head : 0.42827, Avg : 0.45164 + +2023-05-15 23:09:20,258 - ice14ws_128 - [INFO] - [Epoch 381]: Training Loss: 0.0014911, Valid MRR: 0.45597, + + + +2023-05-15 23:09:21,348 - ice14ws_128 - [INFO] - [E:382| 0]: Train Loss:0.0014856, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:10:52,295 - ice14ws_128 - [INFO] - [E:382| 100]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:12:34,262 - ice14ws_128 - [INFO] - [E:382| 200]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:14:15,775 - ice14ws_128 - [INFO] - [E:382| 300]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:15:57,664 - ice14ws_128 - [INFO] - [E:382| 400]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:17:39,055 - ice14ws_128 - [INFO] - [E:382| 500]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:19:10,872 - ice14ws_128 - [INFO] - [E:382| 600]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:20:54,379 - ice14ws_128 - [INFO] - [E:382| 700]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:22:37,322 - ice14ws_128 - [INFO] - [E:382| 800]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:24:22,445 - ice14ws_128 - [INFO] - [E:382| 900]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:25:35,477 - ice14ws_128 - [INFO] - [Epoch:382]: Training Loss:0.001491 + +2023-05-15 23:25:35,994 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 23:25:59,068 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 23:26:21,997 - ice14ws_128 - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.4788, Head : 0.4278, Avg : 0.4533 + +2023-05-15 23:26:21,997 - ice14ws_128 - [INFO] - [Epoch 382]: Training Loss: 0.0014911, Valid MRR: 0.45597, + + + +2023-05-15 23:26:23,178 - ice14ws_128 - [INFO] - [E:383| 0]: Train Loss:0.0014849, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:27:55,299 - ice14ws_128 - [INFO] - [E:383| 100]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:29:38,818 - ice14ws_128 - [INFO] - [E:383| 200]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:31:22,232 - ice14ws_128 - [INFO] - [E:383| 300]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:33:05,435 - ice14ws_128 - [INFO] - [E:383| 400]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:34:48,853 - ice14ws_128 - [INFO] - [E:383| 500]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:36:21,162 - ice14ws_128 - [INFO] - [E:383| 600]: Train Loss:0.0014914, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:38:02,887 - ice14ws_128 - [INFO] - [E:383| 700]: Train Loss:0.0014914, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:39:43,524 - ice14ws_128 - [INFO] - [E:383| 800]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:41:24,821 - ice14ws_128 - [INFO] - [E:383| 900]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:42:36,880 - ice14ws_128 - [INFO] - [Epoch:383]: Training Loss:0.001491 + +2023-05-15 23:42:37,143 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-15 23:43:00,656 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-15 23:43:23,711 - ice14ws_128 - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.47685, Head : 0.42646, Avg : 0.45166 + +2023-05-15 23:43:23,711 - ice14ws_128 - [INFO] - [Epoch 383]: Training Loss: 0.0014912, Valid MRR: 0.45597, + + + +2023-05-15 23:43:24,816 - ice14ws_128 - [INFO] - [E:384| 0]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:44:56,825 - ice14ws_128 - [INFO] - [E:384| 100]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:46:39,295 - ice14ws_128 - [INFO] - [E:384| 200]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:48:22,013 - ice14ws_128 - [INFO] - [E:384| 300]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:50:04,991 - ice14ws_128 - [INFO] - [E:384| 400]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:51:47,713 - ice14ws_128 - [INFO] - [E:384| 500]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:53:19,304 - ice14ws_128 - [INFO] - [E:384| 600]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:55:01,223 - ice14ws_128 - [INFO] - [E:384| 700]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:56:42,910 - ice14ws_128 - [INFO] - [E:384| 800]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:58:25,959 - ice14ws_128 - [INFO] - [E:384| 900]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-15 23:59:38,521 - ice14ws_128 - [INFO] - [Epoch:384]: Training Loss:0.001491 + +2023-05-15 23:59:38,802 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 00:00:02,215 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 00:00:25,367 - ice14ws_128 - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.48002, Head : 0.42894, Avg : 0.45448 + +2023-05-16 00:00:25,367 - ice14ws_128 - [INFO] - [Epoch 384]: Training Loss: 0.001491, Valid MRR: 0.45597, + + + +2023-05-16 00:00:26,566 - ice14ws_128 - [INFO] - [E:385| 0]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:01:58,774 - ice14ws_128 - [INFO] - [E:385| 100]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:03:42,211 - ice14ws_128 - [INFO] - [E:385| 200]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:05:25,280 - ice14ws_128 - [INFO] - [E:385| 300]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:07:07,720 - ice14ws_128 - [INFO] - [E:385| 400]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:08:48,851 - ice14ws_128 - [INFO] - [E:385| 500]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:10:21,376 - ice14ws_128 - [INFO] - [E:385| 600]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:12:08,008 - ice14ws_128 - [INFO] - [E:385| 700]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:13:51,443 - ice14ws_128 - [INFO] - [E:385| 800]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:15:33,878 - ice14ws_128 - [INFO] - [E:385| 900]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:16:45,884 - ice14ws_128 - [INFO] - [Epoch:385]: Training Loss:0.001491 + +2023-05-16 00:16:46,239 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 00:17:09,368 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 00:17:32,250 - ice14ws_128 - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.4778, Head : 0.42622, Avg : 0.45201 + +2023-05-16 00:17:32,250 - ice14ws_128 - [INFO] - [Epoch 385]: Training Loss: 0.0014908, Valid MRR: 0.45597, + + + +2023-05-16 00:17:33,289 - ice14ws_128 - [INFO] - [E:386| 0]: Train Loss:0.0014965, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:19:05,550 - ice14ws_128 - [INFO] - [E:386| 100]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:20:48,917 - ice14ws_128 - [INFO] - [E:386| 200]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:22:30,929 - ice14ws_128 - [INFO] - [E:386| 300]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:24:13,292 - ice14ws_128 - [INFO] - [E:386| 400]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:25:56,726 - ice14ws_128 - [INFO] - [E:386| 500]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:27:29,151 - ice14ws_128 - [INFO] - [E:386| 600]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:29:11,283 - ice14ws_128 - [INFO] - [E:386| 700]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:30:53,657 - ice14ws_128 - [INFO] - [E:386| 800]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:32:36,804 - ice14ws_128 - [INFO] - [E:386| 900]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:33:49,283 - ice14ws_128 - [INFO] - [Epoch:386]: Training Loss:0.001491 + +2023-05-16 00:33:49,593 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 00:34:12,771 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 00:34:35,803 - ice14ws_128 - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.47897, Head : 0.42936, Avg : 0.45417 + +2023-05-16 00:34:35,803 - ice14ws_128 - [INFO] - [Epoch 386]: Training Loss: 0.0014909, Valid MRR: 0.45597, + + + +2023-05-16 00:34:36,993 - ice14ws_128 - [INFO] - [E:387| 0]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:36:08,223 - ice14ws_128 - [INFO] - [E:387| 100]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:37:49,346 - ice14ws_128 - [INFO] - [E:387| 200]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:39:32,216 - ice14ws_128 - [INFO] - [E:387| 300]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:41:15,150 - ice14ws_128 - [INFO] - [E:387| 400]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:42:58,600 - ice14ws_128 - [INFO] - [E:387| 500]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:44:33,400 - ice14ws_128 - [INFO] - [E:387| 600]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:46:13,872 - ice14ws_128 - [INFO] - [E:387| 700]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:47:56,145 - ice14ws_128 - [INFO] - [E:387| 800]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:49:38,291 - ice14ws_128 - [INFO] - [E:387| 900]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:50:49,735 - ice14ws_128 - [INFO] - [Epoch:387]: Training Loss:0.001491 + +2023-05-16 00:50:50,157 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 00:51:12,515 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 00:51:34,513 - ice14ws_128 - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.48074, Head : 0.42707, Avg : 0.4539 + +2023-05-16 00:51:34,513 - ice14ws_128 - [INFO] - [Epoch 387]: Training Loss: 0.0014908, Valid MRR: 0.45597, + + + +2023-05-16 00:51:35,572 - ice14ws_128 - [INFO] - [E:388| 0]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:53:07,142 - ice14ws_128 - [INFO] - [E:388| 100]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:54:48,467 - ice14ws_128 - [INFO] - [E:388| 200]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:56:30,413 - ice14ws_128 - [INFO] - [E:388| 300]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:58:12,364 - ice14ws_128 - [INFO] - [E:388| 400]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 00:59:58,597 - ice14ws_128 - [INFO] - [E:388| 500]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:01:39,611 - ice14ws_128 - [INFO] - [E:388| 600]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:03:12,906 - ice14ws_128 - [INFO] - [E:388| 700]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:04:54,099 - ice14ws_128 - [INFO] - [E:388| 800]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:06:35,126 - ice14ws_128 - [INFO] - [E:388| 900]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:07:46,554 - ice14ws_128 - [INFO] - [Epoch:388]: Training Loss:0.001491 + +2023-05-16 01:07:46,998 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 01:08:09,895 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 01:08:32,837 - ice14ws_128 - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.47372, Head : 0.42008, Avg : 0.4469 + +2023-05-16 01:08:32,837 - ice14ws_128 - [INFO] - [Epoch 388]: Training Loss: 0.0014907, Valid MRR: 0.45597, + + + +2023-05-16 01:08:33,677 - ice14ws_128 - [INFO] - [E:389| 0]: Train Loss:0.0014916, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:10:11,615 - ice14ws_128 - [INFO] - [E:389| 100]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:11:47,002 - ice14ws_128 - [INFO] - [E:389| 200]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:13:28,562 - ice14ws_128 - [INFO] - [E:389| 300]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:15:10,337 - ice14ws_128 - [INFO] - [E:389| 400]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:16:52,150 - ice14ws_128 - [INFO] - [E:389| 500]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:18:34,211 - ice14ws_128 - [INFO] - [E:389| 600]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:20:05,571 - ice14ws_128 - [INFO] - [E:389| 700]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:21:47,415 - ice14ws_128 - [INFO] - [E:389| 800]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:23:29,321 - ice14ws_128 - [INFO] - [E:389| 900]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:24:40,722 - ice14ws_128 - [INFO] - [Epoch:389]: Training Loss:0.001491 + +2023-05-16 01:24:41,118 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 01:25:04,553 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 01:25:27,308 - ice14ws_128 - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.4785, Head : 0.42796, Avg : 0.45323 + MR: Tail : 571.94, Head : 647.81, Avg : 609.88 + Hit-1: Tail : 0.39956, Head : 0.34992, Avg : 0.37474 + Hit-3: Tail : 0.5196, Head : 0.46413, Avg : 0.49187 + Hit-10: Tail : 0.62471, Head : 0.57835, Avg : 0.60153 +2023-05-16 01:25:27,309 - ice14ws_128 - [INFO] - [Epoch 389]: Training Loss: 0.0014907, Valid MRR: 0.45597, + + + +2023-05-16 01:25:28,494 - ice14ws_128 - [INFO] - [E:390| 0]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:27:09,931 - ice14ws_128 - [INFO] - [E:390| 100]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:28:41,307 - ice14ws_128 - [INFO] - [E:390| 200]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:30:23,030 - ice14ws_128 - [INFO] - [E:390| 300]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:32:05,199 - ice14ws_128 - [INFO] - [E:390| 400]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:33:46,677 - ice14ws_128 - [INFO] - [E:390| 500]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:35:28,378 - ice14ws_128 - [INFO] - [E:390| 600]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:36:59,978 - ice14ws_128 - [INFO] - [E:390| 700]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:38:42,161 - ice14ws_128 - [INFO] - [E:390| 800]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:40:24,726 - ice14ws_128 - [INFO] - [E:390| 900]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:41:36,205 - ice14ws_128 - [INFO] - [Epoch:390]: Training Loss:0.001491 + +2023-05-16 01:41:36,654 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 01:41:59,665 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 01:42:22,669 - ice14ws_128 - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.47727, Head : 0.42759, Avg : 0.45243 + +2023-05-16 01:42:22,669 - ice14ws_128 - [INFO] - [Epoch 390]: Training Loss: 0.0014908, Valid MRR: 0.45597, + + + +2023-05-16 01:42:23,472 - ice14ws_128 - [INFO] - [E:391| 0]: Train Loss:0.001495, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:44:05,936 - ice14ws_128 - [INFO] - [E:391| 100]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:45:37,370 - ice14ws_128 - [INFO] - [E:391| 200]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:47:24,192 - ice14ws_128 - [INFO] - [E:391| 300]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:49:05,028 - ice14ws_128 - [INFO] - [E:391| 400]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:50:47,038 - ice14ws_128 - [INFO] - [E:391| 500]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:52:29,643 - ice14ws_128 - [INFO] - [E:391| 600]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:54:01,971 - ice14ws_128 - [INFO] - [E:391| 700]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:55:45,091 - ice14ws_128 - [INFO] - [E:391| 800]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:57:28,150 - ice14ws_128 - [INFO] - [E:391| 900]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 01:58:40,234 - ice14ws_128 - [INFO] - [Epoch:391]: Training Loss:0.001491 + +2023-05-16 01:58:40,496 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 01:59:03,795 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 01:59:26,705 - ice14ws_128 - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.47822, Head : 0.42775, Avg : 0.45299 + +2023-05-16 01:59:26,705 - ice14ws_128 - [INFO] - [Epoch 391]: Training Loss: 0.0014906, Valid MRR: 0.45597, + + + +2023-05-16 01:59:27,845 - ice14ws_128 - [INFO] - [E:392| 0]: Train Loss:0.0015032, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:01:10,549 - ice14ws_128 - [INFO] - [E:392| 100]: Train Loss:0.0014912, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:02:41,677 - ice14ws_128 - [INFO] - [E:392| 200]: Train Loss:0.0014913, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:04:23,449 - ice14ws_128 - [INFO] - [E:392| 300]: Train Loss:0.001491, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:06:05,249 - ice14ws_128 - [INFO] - [E:392| 400]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:07:47,164 - ice14ws_128 - [INFO] - [E:392| 500]: Train Loss:0.0014909, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:09:29,054 - ice14ws_128 - [INFO] - [E:392| 600]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:11:00,653 - ice14ws_128 - [INFO] - [E:392| 700]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:12:42,254 - ice14ws_128 - [INFO] - [E:392| 800]: Train Loss:0.0014907, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:14:24,180 - ice14ws_128 - [INFO] - [E:392| 900]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:15:35,826 - ice14ws_128 - [INFO] - [Epoch:392]: Training Loss:0.001491 + +2023-05-16 02:15:36,322 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 02:15:59,261 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 02:16:21,939 - ice14ws_128 - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.47631, Head : 0.42773, Avg : 0.45202 + +2023-05-16 02:16:21,939 - ice14ws_128 - [INFO] - [Epoch 392]: Training Loss: 0.0014906, Valid MRR: 0.45597, + + + +2023-05-16 02:16:23,008 - ice14ws_128 - [INFO] - [E:393| 0]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:18:04,178 - ice14ws_128 - [INFO] - [E:393| 100]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:19:35,746 - ice14ws_128 - [INFO] - [E:393| 200]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:21:18,392 - ice14ws_128 - [INFO] - [E:393| 300]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:23:00,977 - ice14ws_128 - [INFO] - [E:393| 400]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:24:43,976 - ice14ws_128 - [INFO] - [E:393| 500]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:26:26,803 - ice14ws_128 - [INFO] - [E:393| 600]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:27:59,459 - ice14ws_128 - [INFO] - [E:393| 700]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:29:42,727 - ice14ws_128 - [INFO] - [E:393| 800]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:31:25,221 - ice14ws_128 - [INFO] - [E:393| 900]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:32:36,054 - ice14ws_128 - [INFO] - [Epoch:393]: Training Loss:0.001491 + +2023-05-16 02:32:36,381 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 02:32:58,973 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 02:33:21,755 - ice14ws_128 - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.47762, Head : 0.42491, Avg : 0.45126 + +2023-05-16 02:33:21,755 - ice14ws_128 - [INFO] - [Epoch 393]: Training Loss: 0.0014906, Valid MRR: 0.45597, + + + +2023-05-16 02:33:22,880 - ice14ws_128 - [INFO] - [E:394| 0]: Train Loss:0.0014832, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:35:10,307 - ice14ws_128 - [INFO] - [E:394| 100]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:36:42,370 - ice14ws_128 - [INFO] - [E:394| 200]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:38:24,139 - ice14ws_128 - [INFO] - [E:394| 300]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:40:06,716 - ice14ws_128 - [INFO] - [E:394| 400]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:41:49,195 - ice14ws_128 - [INFO] - [E:394| 500]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:43:32,018 - ice14ws_128 - [INFO] - [E:394| 600]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:45:03,869 - ice14ws_128 - [INFO] - [E:394| 700]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:46:44,748 - ice14ws_128 - [INFO] - [E:394| 800]: Train Loss:0.0014905, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:48:26,762 - ice14ws_128 - [INFO] - [E:394| 900]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:49:38,521 - ice14ws_128 - [INFO] - [Epoch:394]: Training Loss:0.001491 + +2023-05-16 02:49:38,983 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 02:50:01,823 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 02:50:24,970 - ice14ws_128 - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.47764, Head : 0.42419, Avg : 0.45092 + +2023-05-16 02:50:24,970 - ice14ws_128 - [INFO] - [Epoch 394]: Training Loss: 0.0014906, Valid MRR: 0.45597, + + + +2023-05-16 02:50:25,777 - ice14ws_128 - [INFO] - [E:395| 0]: Train Loss:0.0014809, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:52:08,065 - ice14ws_128 - [INFO] - [E:395| 100]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:53:40,311 - ice14ws_128 - [INFO] - [E:395| 200]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:55:23,643 - ice14ws_128 - [INFO] - [E:395| 300]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:57:06,563 - ice14ws_128 - [INFO] - [E:395| 400]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 02:58:49,977 - ice14ws_128 - [INFO] - [E:395| 500]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:00:31,657 - ice14ws_128 - [INFO] - [E:395| 600]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:02:02,889 - ice14ws_128 - [INFO] - [E:395| 700]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:03:45,435 - ice14ws_128 - [INFO] - [E:395| 800]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:05:27,533 - ice14ws_128 - [INFO] - [E:395| 900]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:06:39,205 - ice14ws_128 - [INFO] - [Epoch:395]: Training Loss:0.00149 + +2023-05-16 03:06:39,530 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 03:07:02,846 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 03:07:25,720 - ice14ws_128 - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.47702, Head : 0.42678, Avg : 0.4519 + +2023-05-16 03:07:25,720 - ice14ws_128 - [INFO] - [Epoch 395]: Training Loss: 0.0014902, Valid MRR: 0.45597, + + + +2023-05-16 03:07:26,929 - ice14ws_128 - [INFO] - [E:396| 0]: Train Loss:0.0014921, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:09:08,782 - ice14ws_128 - [INFO] - [E:396| 100]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:10:40,514 - ice14ws_128 - [INFO] - [E:396| 200]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:12:22,771 - ice14ws_128 - [INFO] - [E:396| 300]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:14:04,380 - ice14ws_128 - [INFO] - [E:396| 400]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:15:45,957 - ice14ws_128 - [INFO] - [E:396| 500]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:17:28,491 - ice14ws_128 - [INFO] - [E:396| 600]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:19:00,441 - ice14ws_128 - [INFO] - [E:396| 700]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:20:44,174 - ice14ws_128 - [INFO] - [E:396| 800]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:22:30,783 - ice14ws_128 - [INFO] - [E:396| 900]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:23:42,717 - ice14ws_128 - [INFO] - [Epoch:396]: Training Loss:0.00149 + +2023-05-16 03:23:43,055 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 03:24:06,564 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 03:24:29,355 - ice14ws_128 - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.47771, Head : 0.42703, Avg : 0.45237 + +2023-05-16 03:24:29,355 - ice14ws_128 - [INFO] - [Epoch 396]: Training Loss: 0.0014904, Valid MRR: 0.45597, + + + +2023-05-16 03:24:30,543 - ice14ws_128 - [INFO] - [E:397| 0]: Train Loss:0.001483, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:26:13,012 - ice14ws_128 - [INFO] - [E:397| 100]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:27:46,311 - ice14ws_128 - [INFO] - [E:397| 200]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:29:26,367 - ice14ws_128 - [INFO] - [E:397| 300]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:31:07,765 - ice14ws_128 - [INFO] - [E:397| 400]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:32:49,641 - ice14ws_128 - [INFO] - [E:397| 500]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:34:32,417 - ice14ws_128 - [INFO] - [E:397| 600]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:36:08,387 - ice14ws_128 - [INFO] - [E:397| 700]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:37:46,897 - ice14ws_128 - [INFO] - [E:397| 800]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:39:29,427 - ice14ws_128 - [INFO] - [E:397| 900]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:40:41,807 - ice14ws_128 - [INFO] - [Epoch:397]: Training Loss:0.00149 + +2023-05-16 03:40:42,070 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 03:41:05,600 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 03:41:28,381 - ice14ws_128 - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.47764, Head : 0.42759, Avg : 0.45261 + +2023-05-16 03:41:28,381 - ice14ws_128 - [INFO] - [Epoch 397]: Training Loss: 0.0014901, Valid MRR: 0.45597, + + + +2023-05-16 03:41:29,535 - ice14ws_128 - [INFO] - [E:398| 0]: Train Loss:0.0014918, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:43:11,721 - ice14ws_128 - [INFO] - [E:398| 100]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:44:43,322 - ice14ws_128 - [INFO] - [E:398| 200]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:46:26,532 - ice14ws_128 - [INFO] - [E:398| 300]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:48:09,894 - ice14ws_128 - [INFO] - [E:398| 400]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:49:53,276 - ice14ws_128 - [INFO] - [E:398| 500]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:51:37,309 - ice14ws_128 - [INFO] - [E:398| 600]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:53:16,117 - ice14ws_128 - [INFO] - [E:398| 700]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:54:52,925 - ice14ws_128 - [INFO] - [E:398| 800]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:56:34,919 - ice14ws_128 - [INFO] - [E:398| 900]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 03:57:46,007 - ice14ws_128 - [INFO] - [Epoch:398]: Training Loss:0.00149 + +2023-05-16 03:57:46,442 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 03:58:08,793 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 03:58:30,784 - ice14ws_128 - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.47924, Head : 0.43011, Avg : 0.45467 + +2023-05-16 03:58:30,784 - ice14ws_128 - [INFO] - [Epoch 398]: Training Loss: 0.0014902, Valid MRR: 0.45597, + + + +2023-05-16 03:58:31,850 - ice14ws_128 - [INFO] - [E:399| 0]: Train Loss:0.0014827, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:00:13,641 - ice14ws_128 - [INFO] - [E:399| 100]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:01:47,339 - ice14ws_128 - [INFO] - [E:399| 200]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:03:28,059 - ice14ws_128 - [INFO] - [E:399| 300]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:05:11,440 - ice14ws_128 - [INFO] - [E:399| 400]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:06:54,094 - ice14ws_128 - [INFO] - [E:399| 500]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:08:37,039 - ice14ws_128 - [INFO] - [E:399| 600]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:10:23,358 - ice14ws_128 - [INFO] - [E:399| 700]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:11:54,728 - ice14ws_128 - [INFO] - [E:399| 800]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:13:35,777 - ice14ws_128 - [INFO] - [E:399| 900]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:14:47,655 - ice14ws_128 - [INFO] - [Epoch:399]: Training Loss:0.00149 + +2023-05-16 04:14:48,056 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 04:15:11,550 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 04:15:34,690 - ice14ws_128 - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.47682, Head : 0.42614, Avg : 0.45148 + MR: Tail : 576.89, Head : 643.93, Avg : 610.41 + Hit-1: Tail : 0.39677, Head : 0.34664, Avg : 0.37171 + Hit-3: Tail : 0.52069, Head : 0.46426, Avg : 0.49247 + Hit-10: Tail : 0.62508, Head : 0.58029, Avg : 0.60268 +2023-05-16 04:15:34,690 - ice14ws_128 - [INFO] - [Epoch 399]: Training Loss: 0.0014901, Valid MRR: 0.45597, + + + +2023-05-16 04:15:35,530 - ice14ws_128 - [INFO] - [E:400| 0]: Train Loss:0.0014911, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:17:18,009 - ice14ws_128 - [INFO] - [E:400| 100]: Train Loss:0.0014885, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:18:57,565 - ice14ws_128 - [INFO] - [E:400| 200]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:20:32,167 - ice14ws_128 - [INFO] - [E:400| 300]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:22:13,989 - ice14ws_128 - [INFO] - [E:400| 400]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:23:56,083 - ice14ws_128 - [INFO] - [E:400| 500]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:25:38,015 - ice14ws_128 - [INFO] - [E:400| 600]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:27:19,376 - ice14ws_128 - [INFO] - [E:400| 700]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:28:51,684 - ice14ws_128 - [INFO] - [E:400| 800]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:30:34,044 - ice14ws_128 - [INFO] - [E:400| 900]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:31:46,341 - ice14ws_128 - [INFO] - [Epoch:400]: Training Loss:0.00149 + +2023-05-16 04:31:46,689 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 04:32:09,746 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 04:32:32,884 - ice14ws_128 - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.47623, Head : 0.42515, Avg : 0.45069 + +2023-05-16 04:32:32,884 - ice14ws_128 - [INFO] - [Epoch 400]: Training Loss: 0.0014902, Valid MRR: 0.45597, + + + +2023-05-16 04:32:34,064 - ice14ws_128 - [INFO] - [E:401| 0]: Train Loss:0.0014832, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:34:17,008 - ice14ws_128 - [INFO] - [E:401| 100]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:35:59,865 - ice14ws_128 - [INFO] - [E:401| 200]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:37:31,597 - ice14ws_128 - [INFO] - [E:401| 300]: Train Loss:0.0014904, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:39:13,522 - ice14ws_128 - [INFO] - [E:401| 400]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:40:55,360 - ice14ws_128 - [INFO] - [E:401| 500]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:42:36,747 - ice14ws_128 - [INFO] - [E:401| 600]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:44:20,370 - ice14ws_128 - [INFO] - [E:401| 700]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:45:53,345 - ice14ws_128 - [INFO] - [E:401| 800]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:47:35,382 - ice14ws_128 - [INFO] - [E:401| 900]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:48:47,138 - ice14ws_128 - [INFO] - [Epoch:401]: Training Loss:0.00149 + +2023-05-16 04:48:47,415 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 04:49:10,568 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 04:49:33,278 - ice14ws_128 - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.47508, Head : 0.42429, Avg : 0.44968 + +2023-05-16 04:49:33,278 - ice14ws_128 - [INFO] - [Epoch 401]: Training Loss: 0.0014902, Valid MRR: 0.45597, + + + +2023-05-16 04:49:34,420 - ice14ws_128 - [INFO] - [E:402| 0]: Train Loss:0.0014923, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:51:16,862 - ice14ws_128 - [INFO] - [E:402| 100]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:52:59,274 - ice14ws_128 - [INFO] - [E:402| 200]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:54:30,933 - ice14ws_128 - [INFO] - [E:402| 300]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:56:14,816 - ice14ws_128 - [INFO] - [E:402| 400]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:57:59,389 - ice14ws_128 - [INFO] - [E:402| 500]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 04:59:42,084 - ice14ws_128 - [INFO] - [E:402| 600]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:01:24,729 - ice14ws_128 - [INFO] - [E:402| 700]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:02:57,291 - ice14ws_128 - [INFO] - [E:402| 800]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:04:40,099 - ice14ws_128 - [INFO] - [E:402| 900]: Train Loss:0.00149, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:05:53,015 - ice14ws_128 - [INFO] - [Epoch:402]: Training Loss:0.00149 + +2023-05-16 05:05:53,355 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 05:06:16,819 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 05:06:39,926 - ice14ws_128 - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.47799, Head : 0.42799, Avg : 0.45299 + +2023-05-16 05:06:39,926 - ice14ws_128 - [INFO] - [Epoch 402]: Training Loss: 0.0014899, Valid MRR: 0.45597, + + + +2023-05-16 05:06:41,125 - ice14ws_128 - [INFO] - [E:403| 0]: Train Loss:0.0014811, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:08:24,095 - ice14ws_128 - [INFO] - [E:403| 100]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:10:05,412 - ice14ws_128 - [INFO] - [E:403| 200]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:11:37,065 - ice14ws_128 - [INFO] - [E:403| 300]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:13:19,544 - ice14ws_128 - [INFO] - [E:403| 400]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:15:02,146 - ice14ws_128 - [INFO] - [E:403| 500]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:16:45,116 - ice14ws_128 - [INFO] - [E:403| 600]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:18:28,192 - ice14ws_128 - [INFO] - [E:403| 700]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:19:59,675 - ice14ws_128 - [INFO] - [E:403| 800]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:21:41,671 - ice14ws_128 - [INFO] - [E:403| 900]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:22:52,787 - ice14ws_128 - [INFO] - [Epoch:403]: Training Loss:0.00149 + +2023-05-16 05:22:53,112 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 05:23:15,860 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 05:23:37,985 - ice14ws_128 - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.47963, Head : 0.42661, Avg : 0.45312 + +2023-05-16 05:23:37,985 - ice14ws_128 - [INFO] - [Epoch 403]: Training Loss: 0.0014902, Valid MRR: 0.45597, + + + +2023-05-16 05:23:39,001 - ice14ws_128 - [INFO] - [E:404| 0]: Train Loss:0.0014997, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:25:19,803 - ice14ws_128 - [INFO] - [E:404| 100]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:27:02,992 - ice14ws_128 - [INFO] - [E:404| 200]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:28:34,934 - ice14ws_128 - [INFO] - [E:404| 300]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:30:16,804 - ice14ws_128 - [INFO] - [E:404| 400]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:31:58,091 - ice14ws_128 - [INFO] - [E:404| 500]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:33:39,574 - ice14ws_128 - [INFO] - [E:404| 600]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:35:21,779 - ice14ws_128 - [INFO] - [E:404| 700]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:36:52,634 - ice14ws_128 - [INFO] - [E:404| 800]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:38:33,895 - ice14ws_128 - [INFO] - [E:404| 900]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:39:45,086 - ice14ws_128 - [INFO] - [Epoch:404]: Training Loss:0.00149 + +2023-05-16 05:39:45,485 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 05:40:08,662 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 05:40:31,879 - ice14ws_128 - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.47945, Head : 0.42588, Avg : 0.45267 + +2023-05-16 05:40:31,880 - ice14ws_128 - [INFO] - [Epoch 404]: Training Loss: 0.0014899, Valid MRR: 0.45597, + + + +2023-05-16 05:40:32,747 - ice14ws_128 - [INFO] - [E:405| 0]: Train Loss:0.0014888, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:42:15,596 - ice14ws_128 - [INFO] - [E:405| 100]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:44:02,427 - ice14ws_128 - [INFO] - [E:405| 200]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:45:34,530 - ice14ws_128 - [INFO] - [E:405| 300]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:47:16,333 - ice14ws_128 - [INFO] - [E:405| 400]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:48:58,207 - ice14ws_128 - [INFO] - [E:405| 500]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:50:39,998 - ice14ws_128 - [INFO] - [E:405| 600]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:52:21,642 - ice14ws_128 - [INFO] - [E:405| 700]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:53:52,466 - ice14ws_128 - [INFO] - [E:405| 800]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:55:35,728 - ice14ws_128 - [INFO] - [E:405| 900]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:56:48,534 - ice14ws_128 - [INFO] - [Epoch:405]: Training Loss:0.00149 + +2023-05-16 05:56:48,910 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 05:57:12,511 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 05:57:35,704 - ice14ws_128 - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.4783, Head : 0.42485, Avg : 0.45158 + +2023-05-16 05:57:35,704 - ice14ws_128 - [INFO] - [Epoch 405]: Training Loss: 0.0014899, Valid MRR: 0.45597, + + + +2023-05-16 05:57:36,911 - ice14ws_128 - [INFO] - [E:406| 0]: Train Loss:0.0014989, Val MRR:0.45597, ice14ws_128 +2023-05-16 05:59:20,133 - ice14ws_128 - [INFO] - [E:406| 100]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:01:03,371 - ice14ws_128 - [INFO] - [E:406| 200]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:02:35,807 - ice14ws_128 - [INFO] - [E:406| 300]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:04:19,551 - ice14ws_128 - [INFO] - [E:406| 400]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:06:02,654 - ice14ws_128 - [INFO] - [E:406| 500]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:07:43,908 - ice14ws_128 - [INFO] - [E:406| 600]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:09:25,609 - ice14ws_128 - [INFO] - [E:406| 700]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:10:57,774 - ice14ws_128 - [INFO] - [E:406| 800]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:12:41,008 - ice14ws_128 - [INFO] - [E:406| 900]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:13:53,621 - ice14ws_128 - [INFO] - [Epoch:406]: Training Loss:0.00149 + +2023-05-16 06:13:53,883 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 06:14:17,157 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 06:14:40,151 - ice14ws_128 - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.47932, Head : 0.42593, Avg : 0.45263 + +2023-05-16 06:14:40,151 - ice14ws_128 - [INFO] - [Epoch 406]: Training Loss: 0.0014897, Valid MRR: 0.45597, + + + +2023-05-16 06:14:40,971 - ice14ws_128 - [INFO] - [E:407| 0]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:16:24,323 - ice14ws_128 - [INFO] - [E:407| 100]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:18:06,918 - ice14ws_128 - [INFO] - [E:407| 200]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:19:38,701 - ice14ws_128 - [INFO] - [E:407| 300]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:21:20,545 - ice14ws_128 - [INFO] - [E:407| 400]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:23:01,225 - ice14ws_128 - [INFO] - [E:407| 500]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:24:42,982 - ice14ws_128 - [INFO] - [E:407| 600]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:26:24,646 - ice14ws_128 - [INFO] - [E:407| 700]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:27:56,413 - ice14ws_128 - [INFO] - [E:407| 800]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:29:39,899 - ice14ws_128 - [INFO] - [E:407| 900]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:30:54,455 - ice14ws_128 - [INFO] - [Epoch:407]: Training Loss:0.00149 + +2023-05-16 06:30:54,962 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 06:31:20,103 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 06:31:43,279 - ice14ws_128 - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.47969, Head : 0.42697, Avg : 0.45333 + +2023-05-16 06:31:43,279 - ice14ws_128 - [INFO] - [Epoch 407]: Training Loss: 0.0014897, Valid MRR: 0.45597, + + + +2023-05-16 06:31:44,303 - ice14ws_128 - [INFO] - [E:408| 0]: Train Loss:0.0014969, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:33:27,922 - ice14ws_128 - [INFO] - [E:408| 100]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:35:09,804 - ice14ws_128 - [INFO] - [E:408| 200]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:36:40,938 - ice14ws_128 - [INFO] - [E:408| 300]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:38:23,734 - ice14ws_128 - [INFO] - [E:408| 400]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:40:07,811 - ice14ws_128 - [INFO] - [E:408| 500]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:41:50,308 - ice14ws_128 - [INFO] - [E:408| 600]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:43:32,571 - ice14ws_128 - [INFO] - [E:408| 700]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:45:04,225 - ice14ws_128 - [INFO] - [E:408| 800]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:46:45,918 - ice14ws_128 - [INFO] - [E:408| 900]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:47:57,616 - ice14ws_128 - [INFO] - [Epoch:408]: Training Loss:0.00149 + +2023-05-16 06:47:57,981 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 06:48:21,016 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 06:48:44,227 - ice14ws_128 - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.48258, Head : 0.42767, Avg : 0.45513 + +2023-05-16 06:48:44,227 - ice14ws_128 - [INFO] - [Epoch 408]: Training Loss: 0.0014897, Valid MRR: 0.45597, + + + +2023-05-16 06:48:45,014 - ice14ws_128 - [INFO] - [E:409| 0]: Train Loss:0.0015107, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:50:26,562 - ice14ws_128 - [INFO] - [E:409| 100]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:52:06,599 - ice14ws_128 - [INFO] - [E:409| 200]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:53:39,365 - ice14ws_128 - [INFO] - [E:409| 300]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:55:22,969 - ice14ws_128 - [INFO] - [E:409| 400]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:57:06,280 - ice14ws_128 - [INFO] - [E:409| 500]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 06:58:50,088 - ice14ws_128 - [INFO] - [E:409| 600]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:00:32,643 - ice14ws_128 - [INFO] - [E:409| 700]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:02:04,604 - ice14ws_128 - [INFO] - [E:409| 800]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:03:46,839 - ice14ws_128 - [INFO] - [E:409| 900]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:04:58,351 - ice14ws_128 - [INFO] - [Epoch:409]: Training Loss:0.001489 + +2023-05-16 07:04:58,869 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 07:05:21,256 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 07:05:43,295 - ice14ws_128 - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.47826, Head : 0.42921, Avg : 0.45374 + MR: Tail : 595.59, Head : 663.18, Avg : 629.38 + Hit-1: Tail : 0.39701, Head : 0.34919, Avg : 0.3731 + Hit-3: Tail : 0.52312, Head : 0.46705, Avg : 0.49508 + Hit-10: Tail : 0.62945, Head : 0.58211, Avg : 0.60578 +2023-05-16 07:05:43,296 - ice14ws_128 - [INFO] - [Epoch 409]: Training Loss: 0.0014895, Valid MRR: 0.45597, + + + +2023-05-16 07:05:44,365 - ice14ws_128 - [INFO] - [E:410| 0]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:07:26,006 - ice14ws_128 - [INFO] - [E:410| 100]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:09:08,228 - ice14ws_128 - [INFO] - [E:410| 200]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:10:40,271 - ice14ws_128 - [INFO] - [E:410| 300]: Train Loss:0.0014898, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:12:22,621 - ice14ws_128 - [INFO] - [E:410| 400]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:14:04,824 - ice14ws_128 - [INFO] - [E:410| 500]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:15:46,452 - ice14ws_128 - [INFO] - [E:410| 600]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:17:27,847 - ice14ws_128 - [INFO] - [E:410| 700]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:19:03,780 - ice14ws_128 - [INFO] - [E:410| 800]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:20:43,795 - ice14ws_128 - [INFO] - [E:410| 900]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:21:55,762 - ice14ws_128 - [INFO] - [Epoch:410]: Training Loss:0.00149 + +2023-05-16 07:21:56,155 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 07:22:19,652 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 07:22:42,522 - ice14ws_128 - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.47582, Head : 0.42472, Avg : 0.45027 + +2023-05-16 07:22:42,522 - ice14ws_128 - [INFO] - [Epoch 410]: Training Loss: 0.0014896, Valid MRR: 0.45597, + + + +2023-05-16 07:22:43,682 - ice14ws_128 - [INFO] - [E:411| 0]: Train Loss:0.0014865, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:24:26,038 - ice14ws_128 - [INFO] - [E:411| 100]: Train Loss:0.0014901, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:26:08,784 - ice14ws_128 - [INFO] - [E:411| 200]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:27:40,804 - ice14ws_128 - [INFO] - [E:411| 300]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:29:24,430 - ice14ws_128 - [INFO] - [E:411| 400]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:31:06,825 - ice14ws_128 - [INFO] - [E:411| 500]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:32:48,217 - ice14ws_128 - [INFO] - [E:411| 600]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:34:28,546 - ice14ws_128 - [INFO] - [E:411| 700]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:36:02,582 - ice14ws_128 - [INFO] - [E:411| 800]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:37:43,503 - ice14ws_128 - [INFO] - [E:411| 900]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:38:56,465 - ice14ws_128 - [INFO] - [Epoch:411]: Training Loss:0.00149 + +2023-05-16 07:38:56,832 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 07:39:20,201 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 07:39:43,126 - ice14ws_128 - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.48012, Head : 0.42994, Avg : 0.45503 + +2023-05-16 07:39:43,126 - ice14ws_128 - [INFO] - [Epoch 411]: Training Loss: 0.0014896, Valid MRR: 0.45597, + + + +2023-05-16 07:39:44,303 - ice14ws_128 - [INFO] - [E:412| 0]: Train Loss:0.0014876, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:41:27,447 - ice14ws_128 - [INFO] - [E:412| 100]: Train Loss:0.0014903, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:43:10,437 - ice14ws_128 - [INFO] - [E:412| 200]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:44:42,491 - ice14ws_128 - [INFO] - [E:412| 300]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:46:24,957 - ice14ws_128 - [INFO] - [E:412| 400]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:48:06,561 - ice14ws_128 - [INFO] - [E:412| 500]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:49:48,558 - ice14ws_128 - [INFO] - [E:412| 600]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:51:32,017 - ice14ws_128 - [INFO] - [E:412| 700]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:53:06,462 - ice14ws_128 - [INFO] - [E:412| 800]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:54:47,130 - ice14ws_128 - [INFO] - [E:412| 900]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:56:00,273 - ice14ws_128 - [INFO] - [Epoch:412]: Training Loss:0.001489 + +2023-05-16 07:56:00,768 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 07:56:23,811 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 07:56:47,087 - ice14ws_128 - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.47699, Head : 0.42685, Avg : 0.45192 + +2023-05-16 07:56:47,088 - ice14ws_128 - [INFO] - [Epoch 412]: Training Loss: 0.0014895, Valid MRR: 0.45597, + + + +2023-05-16 07:56:47,922 - ice14ws_128 - [INFO] - [E:413| 0]: Train Loss:0.0014906, Val MRR:0.45597, ice14ws_128 +2023-05-16 07:58:30,666 - ice14ws_128 - [INFO] - [E:413| 100]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:00:12,582 - ice14ws_128 - [INFO] - [E:413| 200]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:01:45,422 - ice14ws_128 - [INFO] - [E:413| 300]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:03:25,695 - ice14ws_128 - [INFO] - [E:413| 400]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:05:08,447 - ice14ws_128 - [INFO] - [E:413| 500]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:06:55,744 - ice14ws_128 - [INFO] - [E:413| 600]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:08:38,032 - ice14ws_128 - [INFO] - [E:413| 700]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:10:18,444 - ice14ws_128 - [INFO] - [E:413| 800]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:11:52,991 - ice14ws_128 - [INFO] - [E:413| 900]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:13:05,165 - ice14ws_128 - [INFO] - [Epoch:413]: Training Loss:0.001489 + +2023-05-16 08:13:05,509 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 08:13:29,252 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 08:13:52,054 - ice14ws_128 - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.47593, Head : 0.42454, Avg : 0.45023 + +2023-05-16 08:13:52,054 - ice14ws_128 - [INFO] - [Epoch 413]: Training Loss: 0.0014895, Valid MRR: 0.45597, + + + +2023-05-16 08:13:53,172 - ice14ws_128 - [INFO] - [E:414| 0]: Train Loss:0.0014934, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:15:35,975 - ice14ws_128 - [INFO] - [E:414| 100]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:17:17,122 - ice14ws_128 - [INFO] - [E:414| 200]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:18:51,788 - ice14ws_128 - [INFO] - [E:414| 300]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:20:30,701 - ice14ws_128 - [INFO] - [E:414| 400]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:22:12,792 - ice14ws_128 - [INFO] - [E:414| 500]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:23:55,563 - ice14ws_128 - [INFO] - [E:414| 600]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:25:37,657 - ice14ws_128 - [INFO] - [E:414| 700]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:27:19,861 - ice14ws_128 - [INFO] - [E:414| 800]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:28:52,225 - ice14ws_128 - [INFO] - [E:414| 900]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:30:03,810 - ice14ws_128 - [INFO] - [Epoch:414]: Training Loss:0.001489 + +2023-05-16 08:30:04,218 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 08:30:26,979 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 08:30:49,090 - ice14ws_128 - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.47725, Head : 0.42642, Avg : 0.45184 + +2023-05-16 08:30:49,091 - ice14ws_128 - [INFO] - [Epoch 414]: Training Loss: 0.0014894, Valid MRR: 0.45597, + + + +2023-05-16 08:30:50,182 - ice14ws_128 - [INFO] - [E:415| 0]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:32:31,574 - ice14ws_128 - [INFO] - [E:415| 100]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:34:13,929 - ice14ws_128 - [INFO] - [E:415| 200]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:35:51,597 - ice14ws_128 - [INFO] - [E:415| 300]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:37:28,785 - ice14ws_128 - [INFO] - [E:415| 400]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:39:12,056 - ice14ws_128 - [INFO] - [E:415| 500]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:40:55,408 - ice14ws_128 - [INFO] - [E:415| 600]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:42:39,206 - ice14ws_128 - [INFO] - [E:415| 700]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:44:22,970 - ice14ws_128 - [INFO] - [E:415| 800]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:45:54,104 - ice14ws_128 - [INFO] - [E:415| 900]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:47:05,521 - ice14ws_128 - [INFO] - [Epoch:415]: Training Loss:0.001489 + +2023-05-16 08:47:06,040 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 08:47:29,038 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 08:47:52,201 - ice14ws_128 - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.4749, Head : 0.42413, Avg : 0.44951 + +2023-05-16 08:47:52,202 - ice14ws_128 - [INFO] - [Epoch 415]: Training Loss: 0.0014892, Valid MRR: 0.45597, + + + +2023-05-16 08:47:53,370 - ice14ws_128 - [INFO] - [E:416| 0]: Train Loss:0.0014956, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:49:36,148 - ice14ws_128 - [INFO] - [E:416| 100]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:51:18,412 - ice14ws_128 - [INFO] - [E:416| 200]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:53:04,911 - ice14ws_128 - [INFO] - [E:416| 300]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:54:37,453 - ice14ws_128 - [INFO] - [E:416| 400]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:56:19,678 - ice14ws_128 - [INFO] - [E:416| 500]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:58:01,974 - ice14ws_128 - [INFO] - [E:416| 600]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 08:59:43,319 - ice14ws_128 - [INFO] - [E:416| 700]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:01:24,487 - ice14ws_128 - [INFO] - [E:416| 800]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:02:56,332 - ice14ws_128 - [INFO] - [E:416| 900]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:04:08,245 - ice14ws_128 - [INFO] - [Epoch:416]: Training Loss:0.001489 + +2023-05-16 09:04:08,507 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 09:04:31,888 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 09:04:54,682 - ice14ws_128 - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.47775, Head : 0.42946, Avg : 0.4536 + +2023-05-16 09:04:54,682 - ice14ws_128 - [INFO] - [Epoch 416]: Training Loss: 0.0014894, Valid MRR: 0.45597, + + + +2023-05-16 09:04:55,735 - ice14ws_128 - [INFO] - [E:417| 0]: Train Loss:0.0014815, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:06:37,604 - ice14ws_128 - [INFO] - [E:417| 100]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:08:19,712 - ice14ws_128 - [INFO] - [E:417| 200]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:10:02,144 - ice14ws_128 - [INFO] - [E:417| 300]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:11:34,273 - ice14ws_128 - [INFO] - [E:417| 400]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:13:16,898 - ice14ws_128 - [INFO] - [E:417| 500]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:14:57,897 - ice14ws_128 - [INFO] - [E:417| 600]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:16:39,734 - ice14ws_128 - [INFO] - [E:417| 700]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:18:23,396 - ice14ws_128 - [INFO] - [E:417| 800]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:19:55,301 - ice14ws_128 - [INFO] - [E:417| 900]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:21:07,070 - ice14ws_128 - [INFO] - [Epoch:417]: Training Loss:0.001489 + +2023-05-16 09:21:07,585 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 09:21:31,243 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 09:21:54,109 - ice14ws_128 - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.47518, Head : 0.4249, Avg : 0.45004 + +2023-05-16 09:21:54,109 - ice14ws_128 - [INFO] - [Epoch 417]: Training Loss: 0.0014892, Valid MRR: 0.45597, + + + +2023-05-16 09:21:55,219 - ice14ws_128 - [INFO] - [E:418| 0]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:23:37,808 - ice14ws_128 - [INFO] - [E:418| 100]: Train Loss:0.0014885, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:25:19,918 - ice14ws_128 - [INFO] - [E:418| 200]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:27:02,108 - ice14ws_128 - [INFO] - [E:418| 300]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:28:33,079 - ice14ws_128 - [INFO] - [E:418| 400]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:30:14,605 - ice14ws_128 - [INFO] - [E:418| 500]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:31:57,373 - ice14ws_128 - [INFO] - [E:418| 600]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:33:40,685 - ice14ws_128 - [INFO] - [E:418| 700]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:35:23,938 - ice14ws_128 - [INFO] - [E:418| 800]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:36:55,818 - ice14ws_128 - [INFO] - [E:418| 900]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:38:07,870 - ice14ws_128 - [INFO] - [Epoch:418]: Training Loss:0.001489 + +2023-05-16 09:38:08,388 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 09:38:31,672 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 09:38:54,506 - ice14ws_128 - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.47682, Head : 0.42862, Avg : 0.45272 + +2023-05-16 09:38:54,507 - ice14ws_128 - [INFO] - [Epoch 418]: Training Loss: 0.0014891, Valid MRR: 0.45597, + + + +2023-05-16 09:38:55,711 - ice14ws_128 - [INFO] - [E:419| 0]: Train Loss:0.001485, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:40:41,890 - ice14ws_128 - [INFO] - [E:419| 100]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:42:24,313 - ice14ws_128 - [INFO] - [E:419| 200]: Train Loss:0.0014888, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:44:05,265 - ice14ws_128 - [INFO] - [E:419| 300]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:45:36,965 - ice14ws_128 - [INFO] - [E:419| 400]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:47:18,858 - ice14ws_128 - [INFO] - [E:419| 500]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:49:00,608 - ice14ws_128 - [INFO] - [E:419| 600]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:50:42,409 - ice14ws_128 - [INFO] - [E:419| 700]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:52:24,774 - ice14ws_128 - [INFO] - [E:419| 800]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:53:56,660 - ice14ws_128 - [INFO] - [E:419| 900]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:55:08,432 - ice14ws_128 - [INFO] - [Epoch:419]: Training Loss:0.001489 + +2023-05-16 09:55:08,947 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 09:55:31,946 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 09:55:55,173 - ice14ws_128 - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.4771, Head : 0.42774, Avg : 0.45242 + MR: Tail : 579.37, Head : 658.6, Avg : 618.98 + Hit-1: Tail : 0.39738, Head : 0.3498, Avg : 0.37359 + Hit-3: Tail : 0.52009, Head : 0.46413, Avg : 0.49211 + Hit-10: Tail : 0.62253, Head : 0.5781, Avg : 0.60032 +2023-05-16 09:55:55,173 - ice14ws_128 - [INFO] - [Epoch 419]: Training Loss: 0.0014891, Valid MRR: 0.45597, + + + +2023-05-16 09:55:56,347 - ice14ws_128 - [INFO] - [E:420| 0]: Train Loss:0.0014927, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:57:38,029 - ice14ws_128 - [INFO] - [E:420| 100]: Train Loss:0.0014899, Val MRR:0.45597, ice14ws_128 +2023-05-16 09:59:20,002 - ice14ws_128 - [INFO] - [E:420| 200]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:01:02,105 - ice14ws_128 - [INFO] - [E:420| 300]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:02:33,846 - ice14ws_128 - [INFO] - [E:420| 400]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:04:15,579 - ice14ws_128 - [INFO] - [E:420| 500]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:05:57,374 - ice14ws_128 - [INFO] - [E:420| 600]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:07:39,185 - ice14ws_128 - [INFO] - [E:420| 700]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:09:21,025 - ice14ws_128 - [INFO] - [E:420| 800]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:10:53,137 - ice14ws_128 - [INFO] - [E:420| 900]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:12:04,315 - ice14ws_128 - [INFO] - [Epoch:420]: Training Loss:0.001489 + +2023-05-16 10:12:04,579 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 10:12:27,023 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 10:12:49,470 - ice14ws_128 - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.47657, Head : 0.42868, Avg : 0.45263 + +2023-05-16 10:12:49,470 - ice14ws_128 - [INFO] - [Epoch 420]: Training Loss: 0.0014891, Valid MRR: 0.45597, + + + +2023-05-16 10:12:50,464 - ice14ws_128 - [INFO] - [E:421| 0]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:14:33,169 - ice14ws_128 - [INFO] - [E:421| 100]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:16:16,259 - ice14ws_128 - [INFO] - [E:421| 200]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:17:58,896 - ice14ws_128 - [INFO] - [E:421| 300]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:19:31,014 - ice14ws_128 - [INFO] - [E:421| 400]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:21:13,544 - ice14ws_128 - [INFO] - [E:421| 500]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:22:56,609 - ice14ws_128 - [INFO] - [E:421| 600]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:24:39,945 - ice14ws_128 - [INFO] - [E:421| 700]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:26:22,063 - ice14ws_128 - [INFO] - [E:421| 800]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:27:57,005 - ice14ws_128 - [INFO] - [E:421| 900]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:29:08,995 - ice14ws_128 - [INFO] - [Epoch:421]: Training Loss:0.001489 + +2023-05-16 10:29:09,277 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 10:29:32,671 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 10:29:55,583 - ice14ws_128 - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.47856, Head : 0.43105, Avg : 0.45481 + +2023-05-16 10:29:55,583 - ice14ws_128 - [INFO] - [Epoch 421]: Training Loss: 0.0014891, Valid MRR: 0.45597, + + + +2023-05-16 10:29:56,763 - ice14ws_128 - [INFO] - [E:422| 0]: Train Loss:0.0015, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:31:40,125 - ice14ws_128 - [INFO] - [E:422| 100]: Train Loss:0.0014895, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:33:24,196 - ice14ws_128 - [INFO] - [E:422| 200]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:35:07,780 - ice14ws_128 - [INFO] - [E:422| 300]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:36:40,241 - ice14ws_128 - [INFO] - [E:422| 400]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:38:22,786 - ice14ws_128 - [INFO] - [E:422| 500]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:40:05,131 - ice14ws_128 - [INFO] - [E:422| 600]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:41:46,421 - ice14ws_128 - [INFO] - [E:422| 700]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:43:28,190 - ice14ws_128 - [INFO] - [E:422| 800]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:45:00,292 - ice14ws_128 - [INFO] - [E:422| 900]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:46:12,294 - ice14ws_128 - [INFO] - [Epoch:422]: Training Loss:0.001489 + +2023-05-16 10:46:12,557 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 10:46:36,442 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 10:46:59,280 - ice14ws_128 - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.47339, Head : 0.42483, Avg : 0.44911 + +2023-05-16 10:46:59,280 - ice14ws_128 - [INFO] - [Epoch 422]: Training Loss: 0.001489, Valid MRR: 0.45597, + + + +2023-05-16 10:47:00,456 - ice14ws_128 - [INFO] - [E:423| 0]: Train Loss:0.0015039, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:48:43,066 - ice14ws_128 - [INFO] - [E:423| 100]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:50:26,155 - ice14ws_128 - [INFO] - [E:423| 200]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:52:08,701 - ice14ws_128 - [INFO] - [E:423| 300]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:53:40,421 - ice14ws_128 - [INFO] - [E:423| 400]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:55:21,648 - ice14ws_128 - [INFO] - [E:423| 500]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:57:02,502 - ice14ws_128 - [INFO] - [E:423| 600]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 10:58:44,618 - ice14ws_128 - [INFO] - [E:423| 700]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:00:27,366 - ice14ws_128 - [INFO] - [E:423| 800]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:01:59,659 - ice14ws_128 - [INFO] - [E:423| 900]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:03:11,304 - ice14ws_128 - [INFO] - [Epoch:423]: Training Loss:0.001489 + +2023-05-16 11:03:11,642 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 11:03:35,067 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 11:03:57,840 - ice14ws_128 - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.47556, Head : 0.42432, Avg : 0.44994 + +2023-05-16 11:03:57,840 - ice14ws_128 - [INFO] - [Epoch 423]: Training Loss: 0.001489, Valid MRR: 0.45597, + + + +2023-05-16 11:03:59,053 - ice14ws_128 - [INFO] - [E:424| 0]: Train Loss:0.0014999, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:05:40,956 - ice14ws_128 - [INFO] - [E:424| 100]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:07:22,600 - ice14ws_128 - [INFO] - [E:424| 200]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:09:04,222 - ice14ws_128 - [INFO] - [E:424| 300]: Train Loss:0.0014885, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:10:35,332 - ice14ws_128 - [INFO] - [E:424| 400]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:12:17,565 - ice14ws_128 - [INFO] - [E:424| 500]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:14:00,376 - ice14ws_128 - [INFO] - [E:424| 600]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:15:46,882 - ice14ws_128 - [INFO] - [E:424| 700]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:17:29,646 - ice14ws_128 - [INFO] - [E:424| 800]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:19:03,138 - ice14ws_128 - [INFO] - [E:424| 900]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:20:14,097 - ice14ws_128 - [INFO] - [Epoch:424]: Training Loss:0.001489 + +2023-05-16 11:20:14,426 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 11:20:37,928 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 11:21:00,497 - ice14ws_128 - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.47309, Head : 0.42704, Avg : 0.45006 + +2023-05-16 11:21:00,497 - ice14ws_128 - [INFO] - [Epoch 424]: Training Loss: 0.0014888, Valid MRR: 0.45597, + + + +2023-05-16 11:21:01,691 - ice14ws_128 - [INFO] - [E:425| 0]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:22:44,315 - ice14ws_128 - [INFO] - [E:425| 100]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:24:24,962 - ice14ws_128 - [INFO] - [E:425| 200]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:26:06,313 - ice14ws_128 - [INFO] - [E:425| 300]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:27:37,749 - ice14ws_128 - [INFO] - [E:425| 400]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:29:20,392 - ice14ws_128 - [INFO] - [E:425| 500]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:31:03,217 - ice14ws_128 - [INFO] - [E:425| 600]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:32:46,637 - ice14ws_128 - [INFO] - [E:425| 700]: Train Loss:0.0014891, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:34:29,602 - ice14ws_128 - [INFO] - [E:425| 800]: Train Loss:0.001489, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:36:06,376 - ice14ws_128 - [INFO] - [E:425| 900]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:37:15,422 - ice14ws_128 - [INFO] - [Epoch:425]: Training Loss:0.001489 + +2023-05-16 11:37:15,684 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 11:37:38,301 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 11:38:00,448 - ice14ws_128 - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.47321, Head : 0.42451, Avg : 0.44886 + +2023-05-16 11:38:00,448 - ice14ws_128 - [INFO] - [Epoch 425]: Training Loss: 0.001489, Valid MRR: 0.45597, + + + +2023-05-16 11:38:01,649 - ice14ws_128 - [INFO] - [E:426| 0]: Train Loss:0.0015039, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:39:42,562 - ice14ws_128 - [INFO] - [E:426| 100]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:41:25,064 - ice14ws_128 - [INFO] - [E:426| 200]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:43:07,188 - ice14ws_128 - [INFO] - [E:426| 300]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:44:40,522 - ice14ws_128 - [INFO] - [E:426| 400]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:46:21,750 - ice14ws_128 - [INFO] - [E:426| 500]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:48:03,673 - ice14ws_128 - [INFO] - [E:426| 600]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:49:46,380 - ice14ws_128 - [INFO] - [E:426| 700]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:51:29,314 - ice14ws_128 - [INFO] - [E:426| 800]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:53:03,495 - ice14ws_128 - [INFO] - [E:426| 900]: Train Loss:0.0014888, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:54:11,115 - ice14ws_128 - [INFO] - [Epoch:426]: Training Loss:0.001489 + +2023-05-16 11:54:11,455 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 11:54:34,734 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 11:54:57,834 - ice14ws_128 - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.47685, Head : 0.42719, Avg : 0.45202 + +2023-05-16 11:54:57,834 - ice14ws_128 - [INFO] - [Epoch 426]: Training Loss: 0.0014888, Valid MRR: 0.45597, + + + +2023-05-16 11:54:58,833 - ice14ws_128 - [INFO] - [E:427| 0]: Train Loss:0.0014962, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:56:40,634 - ice14ws_128 - [INFO] - [E:427| 100]: Train Loss:0.0014894, Val MRR:0.45597, ice14ws_128 +2023-05-16 11:58:22,382 - ice14ws_128 - [INFO] - [E:427| 200]: Train Loss:0.0014892, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:00:04,588 - ice14ws_128 - [INFO] - [E:427| 300]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:01:37,834 - ice14ws_128 - [INFO] - [E:427| 400]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:03:23,348 - ice14ws_128 - [INFO] - [E:427| 500]: Train Loss:0.0014889, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:05:06,120 - ice14ws_128 - [INFO] - [E:427| 600]: Train Loss:0.0014888, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:06:48,089 - ice14ws_128 - [INFO] - [E:427| 700]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:08:29,487 - ice14ws_128 - [INFO] - [E:427| 800]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:10:08,699 - ice14ws_128 - [INFO] - [E:427| 900]: Train Loss:0.0014888, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:11:13,058 - ice14ws_128 - [INFO] - [Epoch:427]: Training Loss:0.001489 + +2023-05-16 12:11:13,321 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 12:11:36,813 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 12:11:59,757 - ice14ws_128 - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.47763, Head : 0.43116, Avg : 0.45439 + +2023-05-16 12:11:59,757 - ice14ws_128 - [INFO] - [Epoch 427]: Training Loss: 0.0014888, Valid MRR: 0.45597, + + + +2023-05-16 12:12:00,936 - ice14ws_128 - [INFO] - [E:428| 0]: Train Loss:0.0014849, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:13:43,420 - ice14ws_128 - [INFO] - [E:428| 100]: Train Loss:0.0014871, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:15:25,571 - ice14ws_128 - [INFO] - [E:428| 200]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:17:07,767 - ice14ws_128 - [INFO] - [E:428| 300]: Train Loss:0.0014876, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:18:45,988 - ice14ws_128 - [INFO] - [E:428| 400]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:20:21,790 - ice14ws_128 - [INFO] - [E:428| 500]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:22:03,079 - ice14ws_128 - [INFO] - [E:428| 600]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:23:44,818 - ice14ws_128 - [INFO] - [E:428| 700]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:25:27,304 - ice14ws_128 - [INFO] - [E:428| 800]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:27:08,417 - ice14ws_128 - [INFO] - [E:428| 900]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:28:12,029 - ice14ws_128 - [INFO] - [Epoch:428]: Training Loss:0.001489 + +2023-05-16 12:28:12,528 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 12:28:35,703 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 12:28:58,803 - ice14ws_128 - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.47991, Head : 0.42436, Avg : 0.45214 + +2023-05-16 12:28:58,803 - ice14ws_128 - [INFO] - [Epoch 428]: Training Loss: 0.0014887, Valid MRR: 0.45597, + + + +2023-05-16 12:28:59,882 - ice14ws_128 - [INFO] - [E:429| 0]: Train Loss:0.0014792, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:30:42,482 - ice14ws_128 - [INFO] - [E:429| 100]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:32:25,471 - ice14ws_128 - [INFO] - [E:429| 200]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:34:07,987 - ice14ws_128 - [INFO] - [E:429| 300]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:35:47,180 - ice14ws_128 - [INFO] - [E:429| 400]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:37:20,947 - ice14ws_128 - [INFO] - [E:429| 500]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:39:03,664 - ice14ws_128 - [INFO] - [E:429| 600]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:40:45,524 - ice14ws_128 - [INFO] - [E:429| 700]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:42:27,106 - ice14ws_128 - [INFO] - [E:429| 800]: Train Loss:0.0014885, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:44:08,829 - ice14ws_128 - [INFO] - [E:429| 900]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:45:10,447 - ice14ws_128 - [INFO] - [Epoch:429]: Training Loss:0.001489 + +2023-05-16 12:45:10,948 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 12:45:34,020 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 12:45:57,238 - ice14ws_128 - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.47911, Head : 0.42613, Avg : 0.45262 + MR: Tail : 595.13, Head : 661.37, Avg : 628.25 + Hit-1: Tail : 0.4009, Head : 0.34677, Avg : 0.37383 + Hit-3: Tail : 0.52154, Head : 0.46219, Avg : 0.49187 + Hit-10: Tail : 0.62532, Head : 0.57616, Avg : 0.60074 +2023-05-16 12:45:57,238 - ice14ws_128 - [INFO] - [Epoch 429]: Training Loss: 0.0014886, Valid MRR: 0.45597, + + + +2023-05-16 12:45:58,084 - ice14ws_128 - [INFO] - [E:430| 0]: Train Loss:0.0014857, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:47:40,183 - ice14ws_128 - [INFO] - [E:430| 100]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:49:21,753 - ice14ws_128 - [INFO] - [E:430| 200]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:51:07,539 - ice14ws_128 - [INFO] - [E:430| 300]: Train Loss:0.0014885, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:52:49,246 - ice14ws_128 - [INFO] - [E:430| 400]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:54:21,560 - ice14ws_128 - [INFO] - [E:430| 500]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:56:04,223 - ice14ws_128 - [INFO] - [E:430| 600]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:57:46,686 - ice14ws_128 - [INFO] - [E:430| 700]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 12:59:28,831 - ice14ws_128 - [INFO] - [E:430| 800]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:01:11,351 - ice14ws_128 - [INFO] - [E:430| 900]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:02:13,002 - ice14ws_128 - [INFO] - [Epoch:430]: Training Loss:0.001489 + +2023-05-16 13:02:13,349 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 13:02:36,946 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 13:02:59,537 - ice14ws_128 - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.47347, Head : 0.42582, Avg : 0.44965 + +2023-05-16 13:02:59,537 - ice14ws_128 - [INFO] - [Epoch 430]: Training Loss: 0.0014887, Valid MRR: 0.45597, + + + +2023-05-16 13:03:00,744 - ice14ws_128 - [INFO] - [E:431| 0]: Train Loss:0.0014924, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:04:42,279 - ice14ws_128 - [INFO] - [E:431| 100]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:06:24,142 - ice14ws_128 - [INFO] - [E:431| 200]: Train Loss:0.0014896, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:08:07,201 - ice14ws_128 - [INFO] - [E:431| 300]: Train Loss:0.0014893, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:09:49,084 - ice14ws_128 - [INFO] - [E:431| 400]: Train Loss:0.0014888, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:11:20,704 - ice14ws_128 - [INFO] - [E:431| 500]: Train Loss:0.0014885, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:13:02,226 - ice14ws_128 - [INFO] - [E:431| 600]: Train Loss:0.0014887, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:14:43,658 - ice14ws_128 - [INFO] - [E:431| 700]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:16:25,260 - ice14ws_128 - [INFO] - [E:431| 800]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:18:07,021 - ice14ws_128 - [INFO] - [E:431| 900]: Train Loss:0.0014886, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:19:07,773 - ice14ws_128 - [INFO] - [Epoch:431]: Training Loss:0.001489 + +2023-05-16 13:19:08,117 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 13:19:30,660 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 13:19:52,756 - ice14ws_128 - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.47509, Head : 0.427, Avg : 0.45105 + +2023-05-16 13:19:52,756 - ice14ws_128 - [INFO] - [Epoch 431]: Training Loss: 0.0014886, Valid MRR: 0.45597, + + + +2023-05-16 13:19:53,777 - ice14ws_128 - [INFO] - [E:432| 0]: Train Loss:0.0014902, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:21:34,978 - ice14ws_128 - [INFO] - [E:432| 100]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:23:17,465 - ice14ws_128 - [INFO] - [E:432| 200]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:24:59,966 - ice14ws_128 - [INFO] - [E:432| 300]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:26:42,687 - ice14ws_128 - [INFO] - [E:432| 400]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:28:15,233 - ice14ws_128 - [INFO] - [E:432| 500]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:29:58,702 - ice14ws_128 - [INFO] - [E:432| 600]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:31:42,090 - ice14ws_128 - [INFO] - [E:432| 700]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:33:23,834 - ice14ws_128 - [INFO] - [E:432| 800]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:35:05,947 - ice14ws_128 - [INFO] - [E:432| 900]: Train Loss:0.0014885, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:36:07,936 - ice14ws_128 - [INFO] - [Epoch:432]: Training Loss:0.001489 + +2023-05-16 13:36:08,266 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 13:36:30,912 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 13:36:53,834 - ice14ws_128 - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.47555, Head : 0.42499, Avg : 0.45027 + +2023-05-16 13:36:53,834 - ice14ws_128 - [INFO] - [Epoch 432]: Training Loss: 0.0014886, Valid MRR: 0.45597, + + + +2023-05-16 13:36:54,615 - ice14ws_128 - [INFO] - [E:433| 0]: Train Loss:0.0014789, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:38:41,398 - ice14ws_128 - [INFO] - [E:433| 100]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:40:24,935 - ice14ws_128 - [INFO] - [E:433| 200]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:42:08,071 - ice14ws_128 - [INFO] - [E:433| 300]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:43:50,642 - ice14ws_128 - [INFO] - [E:433| 400]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:45:22,493 - ice14ws_128 - [INFO] - [E:433| 500]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:47:04,401 - ice14ws_128 - [INFO] - [E:433| 600]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:48:45,312 - ice14ws_128 - [INFO] - [E:433| 700]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:50:26,926 - ice14ws_128 - [INFO] - [E:433| 800]: Train Loss:0.0014885, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:52:08,830 - ice14ws_128 - [INFO] - [E:433| 900]: Train Loss:0.0014885, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:53:12,134 - ice14ws_128 - [INFO] - [Epoch:433]: Training Loss:0.001488 + +2023-05-16 13:53:12,358 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 13:53:33,719 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 13:53:56,597 - ice14ws_128 - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.47709, Head : 0.42634, Avg : 0.45172 + +2023-05-16 13:53:56,597 - ice14ws_128 - [INFO] - [Epoch 433]: Training Loss: 0.0014885, Valid MRR: 0.45597, + + + +2023-05-16 13:53:57,776 - ice14ws_128 - [INFO] - [E:434| 0]: Train Loss:0.0014855, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:55:40,264 - ice14ws_128 - [INFO] - [E:434| 100]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:57:24,153 - ice14ws_128 - [INFO] - [E:434| 200]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 13:59:06,669 - ice14ws_128 - [INFO] - [E:434| 300]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:00:49,008 - ice14ws_128 - [INFO] - [E:434| 400]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:02:19,619 - ice14ws_128 - [INFO] - [E:434| 500]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:04:00,978 - ice14ws_128 - [INFO] - [E:434| 600]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:05:43,189 - ice14ws_128 - [INFO] - [E:434| 700]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:07:25,123 - ice14ws_128 - [INFO] - [E:434| 800]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:09:07,028 - ice14ws_128 - [INFO] - [E:434| 900]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:10:13,409 - ice14ws_128 - [INFO] - [Epoch:434]: Training Loss:0.001489 + +2023-05-16 14:10:13,626 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 14:10:31,438 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 14:10:54,202 - ice14ws_128 - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.47485, Head : 0.4239, Avg : 0.44937 + +2023-05-16 14:10:54,202 - ice14ws_128 - [INFO] - [Epoch 434]: Training Loss: 0.0014885, Valid MRR: 0.45597, + + + +2023-05-16 14:10:55,353 - ice14ws_128 - [INFO] - [E:435| 0]: Train Loss:0.0014856, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:12:37,628 - ice14ws_128 - [INFO] - [E:435| 100]: Train Loss:0.0014875, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:14:20,170 - ice14ws_128 - [INFO] - [E:435| 200]: Train Loss:0.0014872, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:16:02,083 - ice14ws_128 - [INFO] - [E:435| 300]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:17:43,262 - ice14ws_128 - [INFO] - [E:435| 400]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:19:14,951 - ice14ws_128 - [INFO] - [E:435| 500]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:20:57,860 - ice14ws_128 - [INFO] - [E:435| 600]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:22:41,010 - ice14ws_128 - [INFO] - [E:435| 700]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:24:26,740 - ice14ws_128 - [INFO] - [E:435| 800]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:26:10,077 - ice14ws_128 - [INFO] - [E:435| 900]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:27:22,543 - ice14ws_128 - [INFO] - [Epoch:435]: Training Loss:0.001488 + +2023-05-16 14:27:23,008 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 14:27:38,033 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 14:27:57,116 - ice14ws_128 - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.4755, Head : 0.42388, Avg : 0.44969 + +2023-05-16 14:27:57,116 - ice14ws_128 - [INFO] - [Epoch 435]: Training Loss: 0.0014884, Valid MRR: 0.45597, + + + +2023-05-16 14:27:57,923 - ice14ws_128 - [INFO] - [E:436| 0]: Train Loss:0.0014793, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:29:40,905 - ice14ws_128 - [INFO] - [E:436| 100]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:31:22,458 - ice14ws_128 - [INFO] - [E:436| 200]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:33:04,363 - ice14ws_128 - [INFO] - [E:436| 300]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:34:46,830 - ice14ws_128 - [INFO] - [E:436| 400]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:36:18,753 - ice14ws_128 - [INFO] - [E:436| 500]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:38:00,631 - ice14ws_128 - [INFO] - [E:436| 600]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:39:42,693 - ice14ws_128 - [INFO] - [E:436| 700]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:41:24,760 - ice14ws_128 - [INFO] - [E:436| 800]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:43:06,996 - ice14ws_128 - [INFO] - [E:436| 900]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:44:19,513 - ice14ws_128 - [INFO] - [Epoch:436]: Training Loss:0.001488 + +2023-05-16 14:44:19,888 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 14:44:38,088 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 14:44:53,880 - ice14ws_128 - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.47624, Head : 0.42545, Avg : 0.45085 + +2023-05-16 14:44:53,880 - ice14ws_128 - [INFO] - [Epoch 436]: Training Loss: 0.0014884, Valid MRR: 0.45597, + + + +2023-05-16 14:44:55,083 - ice14ws_128 - [INFO] - [E:437| 0]: Train Loss:0.0014809, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:46:36,566 - ice14ws_128 - [INFO] - [E:437| 100]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:48:19,867 - ice14ws_128 - [INFO] - [E:437| 200]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:50:02,714 - ice14ws_128 - [INFO] - [E:437| 300]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:51:45,321 - ice14ws_128 - [INFO] - [E:437| 400]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:53:18,254 - ice14ws_128 - [INFO] - [E:437| 500]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:55:00,109 - ice14ws_128 - [INFO] - [E:437| 600]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:56:42,437 - ice14ws_128 - [INFO] - [E:437| 700]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 14:58:24,269 - ice14ws_128 - [INFO] - [E:437| 800]: Train Loss:0.0014884, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:00:05,808 - ice14ws_128 - [INFO] - [E:437| 900]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:01:17,123 - ice14ws_128 - [INFO] - [Epoch:437]: Training Loss:0.001488 + +2023-05-16 15:01:17,645 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 15:01:36,103 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 15:01:51,712 - ice14ws_128 - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.47612, Head : 0.42823, Avg : 0.45218 + +2023-05-16 15:01:51,712 - ice14ws_128 - [INFO] - [Epoch 437]: Training Loss: 0.0014883, Valid MRR: 0.45597, + + + +2023-05-16 15:01:52,535 - ice14ws_128 - [INFO] - [E:438| 0]: Train Loss:0.0014933, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:03:35,294 - ice14ws_128 - [INFO] - [E:438| 100]: Train Loss:0.0014874, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:05:17,637 - ice14ws_128 - [INFO] - [E:438| 200]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:07:00,795 - ice14ws_128 - [INFO] - [E:438| 300]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:08:43,708 - ice14ws_128 - [INFO] - [E:438| 400]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:10:20,297 - ice14ws_128 - [INFO] - [E:438| 500]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:11:59,072 - ice14ws_128 - [INFO] - [E:438| 600]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:13:42,214 - ice14ws_128 - [INFO] - [E:438| 700]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:15:22,929 - ice14ws_128 - [INFO] - [E:438| 800]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:17:04,833 - ice14ws_128 - [INFO] - [E:438| 900]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:18:16,662 - ice14ws_128 - [INFO] - [Epoch:438]: Training Loss:0.001488 + +2023-05-16 15:18:17,007 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 15:18:40,297 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 15:18:57,385 - ice14ws_128 - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.47714, Head : 0.42534, Avg : 0.45124 + +2023-05-16 15:18:57,386 - ice14ws_128 - [INFO] - [Epoch 438]: Training Loss: 0.0014881, Valid MRR: 0.45597, + + + +2023-05-16 15:18:58,040 - ice14ws_128 - [INFO] - [E:439| 0]: Train Loss:0.0014852, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:20:35,053 - ice14ws_128 - [INFO] - [E:439| 100]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:22:17,660 - ice14ws_128 - [INFO] - [E:439| 200]: Train Loss:0.0014876, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:24:00,109 - ice14ws_128 - [INFO] - [E:439| 300]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:25:42,614 - ice14ws_128 - [INFO] - [E:439| 400]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:27:24,896 - ice14ws_128 - [INFO] - [E:439| 500]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:28:56,214 - ice14ws_128 - [INFO] - [E:439| 600]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:30:38,618 - ice14ws_128 - [INFO] - [E:439| 700]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:32:22,474 - ice14ws_128 - [INFO] - [E:439| 800]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:34:06,009 - ice14ws_128 - [INFO] - [E:439| 900]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:35:18,568 - ice14ws_128 - [INFO] - [Epoch:439]: Training Loss:0.001488 + +2023-05-16 15:35:19,066 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 15:35:42,338 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 15:36:01,028 - ice14ws_128 - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.47799, Head : 0.4267, Avg : 0.45235 + MR: Tail : 576.75, Head : 660.11, Avg : 618.43 + Hit-1: Tail : 0.39799, Head : 0.3464, Avg : 0.37219 + Hit-3: Tail : 0.51887, Head : 0.46632, Avg : 0.4926 + Hit-10: Tail : 0.62762, Head : 0.5798, Avg : 0.60371 +2023-05-16 15:36:01,028 - ice14ws_128 - [INFO] - [Epoch 439]: Training Loss: 0.0014883, Valid MRR: 0.45597, + + + +2023-05-16 15:36:01,685 - ice14ws_128 - [INFO] - [E:440| 0]: Train Loss:0.0014928, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:37:37,988 - ice14ws_128 - [INFO] - [E:440| 100]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:39:20,180 - ice14ws_128 - [INFO] - [E:440| 200]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:41:03,619 - ice14ws_128 - [INFO] - [E:440| 300]: Train Loss:0.0014883, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:42:46,088 - ice14ws_128 - [INFO] - [E:440| 400]: Train Loss:0.0014882, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:44:24,984 - ice14ws_128 - [INFO] - [E:440| 500]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:45:59,079 - ice14ws_128 - [INFO] - [E:440| 600]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:47:41,709 - ice14ws_128 - [INFO] - [E:440| 700]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:49:24,915 - ice14ws_128 - [INFO] - [E:440| 800]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:51:08,116 - ice14ws_128 - [INFO] - [E:440| 900]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:52:20,544 - ice14ws_128 - [INFO] - [Epoch:440]: Training Loss:0.001488 + +2023-05-16 15:52:21,062 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 15:52:44,023 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 15:53:04,110 - ice14ws_128 - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.47574, Head : 0.42686, Avg : 0.4513 + +2023-05-16 15:53:04,111 - ice14ws_128 - [INFO] - [Epoch 440]: Training Loss: 0.0014881, Valid MRR: 0.45597, + + + +2023-05-16 15:53:04,758 - ice14ws_128 - [INFO] - [E:441| 0]: Train Loss:0.0014908, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:54:39,157 - ice14ws_128 - [INFO] - [E:441| 100]: Train Loss:0.0014873, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:56:20,872 - ice14ws_128 - [INFO] - [E:441| 200]: Train Loss:0.0014876, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:58:01,980 - ice14ws_128 - [INFO] - [E:441| 300]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 15:59:46,121 - ice14ws_128 - [INFO] - [E:441| 400]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:01:28,732 - ice14ws_128 - [INFO] - [E:441| 500]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:03:00,854 - ice14ws_128 - [INFO] - [E:441| 600]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:04:44,478 - ice14ws_128 - [INFO] - [E:441| 700]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:06:27,207 - ice14ws_128 - [INFO] - [E:441| 800]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:08:10,912 - ice14ws_128 - [INFO] - [E:441| 900]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:09:24,028 - ice14ws_128 - [INFO] - [Epoch:441]: Training Loss:0.001488 + +2023-05-16 16:09:24,291 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 16:09:48,042 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 16:10:10,915 - ice14ws_128 - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.47744, Head : 0.427, Avg : 0.45222 + +2023-05-16 16:10:10,915 - ice14ws_128 - [INFO] - [Epoch 441]: Training Loss: 0.001488, Valid MRR: 0.45597, + + + +2023-05-16 16:10:12,043 - ice14ws_128 - [INFO] - [E:442| 0]: Train Loss:0.0014897, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:11:43,296 - ice14ws_128 - [INFO] - [E:442| 100]: Train Loss:0.0014874, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:13:24,809 - ice14ws_128 - [INFO] - [E:442| 200]: Train Loss:0.0014874, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:15:07,082 - ice14ws_128 - [INFO] - [E:442| 300]: Train Loss:0.0014876, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:16:49,440 - ice14ws_128 - [INFO] - [E:442| 400]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:18:32,774 - ice14ws_128 - [INFO] - [E:442| 500]: Train Loss:0.0014875, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:20:04,696 - ice14ws_128 - [INFO] - [E:442| 600]: Train Loss:0.0014876, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:21:46,550 - ice14ws_128 - [INFO] - [E:442| 700]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:23:28,516 - ice14ws_128 - [INFO] - [E:442| 800]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:25:11,397 - ice14ws_128 - [INFO] - [E:442| 900]: Train Loss:0.001488, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:26:22,843 - ice14ws_128 - [INFO] - [Epoch:442]: Training Loss:0.001488 + +2023-05-16 16:26:23,222 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 16:26:45,481 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 16:27:07,598 - ice14ws_128 - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.47284, Head : 0.42498, Avg : 0.44891 + +2023-05-16 16:27:07,598 - ice14ws_128 - [INFO] - [Epoch 442]: Training Loss: 0.0014881, Valid MRR: 0.45597, + + + +2023-05-16 16:27:08,247 - ice14ws_128 - [INFO] - [E:443| 0]: Train Loss:0.0014961, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:28:41,067 - ice14ws_128 - [INFO] - [E:443| 100]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:30:23,930 - ice14ws_128 - [INFO] - [E:443| 200]: Train Loss:0.0014875, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:32:06,833 - ice14ws_128 - [INFO] - [E:443| 300]: Train Loss:0.0014875, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:33:49,980 - ice14ws_128 - [INFO] - [E:443| 400]: Train Loss:0.0014876, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:35:33,518 - ice14ws_128 - [INFO] - [E:443| 500]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:37:05,770 - ice14ws_128 - [INFO] - [E:443| 600]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:38:49,627 - ice14ws_128 - [INFO] - [E:443| 700]: Train Loss:0.0014877, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:40:32,103 - ice14ws_128 - [INFO] - [E:443| 800]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:42:13,692 - ice14ws_128 - [INFO] - [E:443| 900]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:43:25,113 - ice14ws_128 - [INFO] - [Epoch:443]: Training Loss:0.001488 + +2023-05-16 16:43:25,376 - ice14ws_128 - [INFO] - [Valid, Tail_Batch Step 0] ice14ws_128 +2023-05-16 16:43:48,778 - ice14ws_128 - [INFO] - [Valid, Head_Batch Step 0] ice14ws_128 +2023-05-16 16:44:11,137 - ice14ws_128 - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.47953, Head : 0.4295, Avg : 0.45452 + +2023-05-16 16:44:11,137 - ice14ws_128 - [INFO] - [Epoch 443]: Training Loss: 0.0014881, Valid MRR: 0.45597, + + + +2023-05-16 16:44:12,336 - ice14ws_128 - [INFO] - [E:444| 0]: Train Loss:0.0014835, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:45:43,575 - ice14ws_128 - [INFO] - [E:444| 100]: Train Loss:0.0014863, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:47:27,988 - ice14ws_128 - [INFO] - [E:444| 200]: Train Loss:0.0014872, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:49:09,806 - ice14ws_128 - [INFO] - [E:444| 300]: Train Loss:0.0014875, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:50:51,723 - ice14ws_128 - [INFO] - [E:444| 400]: Train Loss:0.0014874, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:52:33,634 - ice14ws_128 - [INFO] - [E:444| 500]: Train Loss:0.0014878, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:54:05,313 - ice14ws_128 - [INFO] - [E:444| 600]: Train Loss:0.0014879, Val MRR:0.45597, ice14ws_128 +2023-05-16 16:55:46,734 - ice14ws_128 - [INFO] - [E:444| 700]: Train Loss:0.0014881, Val MRR:0.45597, ice14ws_128 diff --git a/log/iceboth b/log/iceboth new file mode 100644 index 0000000..4dcf10f --- /dev/null +++ b/log/iceboth @@ -0,0 +1,4154 @@ +2023-06-07 17:37:49,001 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-07 17:38:19,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:39:05,102 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-07 17:39:35,566 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:40:06,100 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:40:36,574 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:41:07,055 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:41:37,542 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:42:08,078 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:42:38,638 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:43:09,086 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:43:39,586 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:44:10,045 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:44:40,532 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:45:10,974 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:45:41,437 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:46:11,961 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:46:42,422 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:47:12,878 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:47:43,360 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:48:13,860 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:48:44,293 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:49:14,769 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:49:45,257 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:50:15,730 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:50:46,209 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:51:16,684 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:51:47,183 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:52:17,616 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:52:48,087 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:53:18,513 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:53:49,045 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:54:19,494 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:54:49,953 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:55:20,431 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:55:50,952 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:56:21,437 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:56:51,876 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:57:22,346 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:57:52,796 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:58:23,259 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:58:53,703 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:59:24,172 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 17:59:54,700 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:00:25,121 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:00:55,589 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:01:26,040 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:01:56,493 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:02:26,966 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:02:57,390 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:03:27,862 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:03:58,342 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:04:28,802 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:04:59,245 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:05:29,692 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:06:00,174 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:06:30,595 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:07:01,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:07:31,516 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:08:02,023 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:08:32,445 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:09:02,917 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:09:33,433 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:10:03,870 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:10:34,339 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:11:04,819 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:11:35,331 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:12:05,799 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:12:36,274 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:13:06,732 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:13:37,254 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:14:07,707 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:14:38,138 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:15:08,632 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:15:39,148 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:16:09,618 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:16:40,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:17:10,578 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:17:41,114 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:18:11,563 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:18:42,062 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:19:12,541 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:19:43,035 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:20:13,460 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:20:43,939 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:21:14,445 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:21:44,933 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:22:15,419 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:22:45,860 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:23:16,323 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:23:46,754 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:24:17,298 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:24:47,766 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:25:18,238 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:25:48,730 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:26:19,150 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:26:49,662 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:27:20,161 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:27:50,608 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:28:21,060 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:28:51,554 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:29:22,083 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:29:52,519 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:30:22,993 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:30:53,413 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:31:23,888 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:31:54,315 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:32:24,803 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:32:55,277 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:33:25,744 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:33:56,209 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:34:26,695 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:34:57,191 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:35:27,664 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:35:58,156 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:36:28,611 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:36:59,162 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:37:29,651 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:38:00,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:38:30,583 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:39:01,053 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:39:31,523 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:40:01,958 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:40:32,441 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:41:02,959 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:41:33,424 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:42:03,931 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:42:34,391 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:43:04,866 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:43:35,331 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:44:05,815 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:44:36,321 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:45:06,808 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:45:37,308 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:46:07,743 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:46:38,240 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:47:08,692 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:47:39,159 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:48:09,687 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:48:40,188 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:49:10,676 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:49:41,120 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:50:11,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:50:42,113 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:51:12,594 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:51:43,081 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:52:13,639 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:52:44,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:53:14,562 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:53:45,046 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:54:15,465 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:54:45,920 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:55:16,380 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:55:46,849 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:56:17,364 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:56:47,829 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:57:18,288 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:57:48,840 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:58:19,294 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:58:49,764 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:59:20,238 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 18:59:50,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:00:21,206 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:00:51,692 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:01:22,127 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:01:52,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:02:23,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:02:53,568 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:03:24,034 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:03:54,539 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:04:25,021 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:04:55,466 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:05:25,966 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:05:56,428 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:06:26,923 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:06:57,317 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:07:27,803 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:07:58,303 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:08:28,753 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:08:59,220 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:09:29,655 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:10:00,151 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:10:30,609 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:11:01,098 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:11:31,582 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:12:02,040 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:12:32,498 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:13:03,004 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:13:33,473 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:14:03,928 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:14:34,381 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:15:04,851 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:15:35,404 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:16:05,873 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:16:36,306 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:17:06,775 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:17:37,238 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:18:07,769 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:18:38,240 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:19:08,742 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:19:39,197 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:20:09,660 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:20:40,135 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:21:10,583 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:21:41,038 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:22:11,521 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:22:41,970 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:23:12,445 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:23:42,887 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:24:13,372 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:24:43,851 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:25:14,340 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:25:44,819 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:26:15,270 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:26:45,767 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:27:16,218 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:27:46,706 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:28:17,208 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:28:47,743 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:29:18,203 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:29:48,671 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:30:19,077 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:30:49,566 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:31:20,014 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:31:50,459 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:32:20,945 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:32:51,448 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:33:22,022 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:33:52,479 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:34:22,921 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:34:53,372 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:35:23,910 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:35:54,468 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:36:25,003 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:36:55,521 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:37:25,973 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:37:56,489 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:38:26,979 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:38:57,505 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:39:28,009 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:39:58,488 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:40:28,998 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:40:59,516 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:41:30,008 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:42:00,480 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:42:30,955 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:43:01,476 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:43:31,992 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:44:02,608 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:44:33,100 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:45:03,652 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:45:34,170 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:46:04,733 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:46:35,198 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:47:05,708 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:47:36,173 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:48:06,646 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:48:37,132 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:49:07,724 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:49:38,207 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:50:08,673 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:50:39,222 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:51:09,741 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:51:40,228 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:52:10,732 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:52:41,197 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:53:11,717 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:53:42,228 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:54:12,749 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:54:43,260 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:55:13,782 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:55:44,276 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:56:14,740 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:56:45,232 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:57:15,653 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:57:46,177 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:58:16,638 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:58:47,226 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:59:17,718 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 19:59:48,191 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:00:18,724 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:00:49,215 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:01:19,723 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:01:50,188 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:02:20,684 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:02:51,193 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:03:21,717 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:03:52,240 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:04:22,728 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:04:53,298 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:05:23,766 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:05:54,276 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:06:24,760 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:06:55,241 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:07:25,804 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:07:56,331 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:08:26,856 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:08:57,344 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:09:27,883 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:09:58,358 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:10:28,854 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:10:59,381 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:11:29,890 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:12:00,520 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:12:31,033 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:13:01,536 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:13:32,096 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:14:02,573 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:14:33,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:15:03,571 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:15:34,089 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:16:04,654 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:16:35,219 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:17:05,681 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:17:36,228 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:18:06,743 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:18:37,197 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:19:07,776 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:19:38,249 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:20:08,780 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:20:39,344 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:21:09,891 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:21:40,386 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:22:11,015 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:22:41,525 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:23:12,027 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:23:42,571 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:24:13,045 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:24:43,618 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:25:14,126 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:25:44,730 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:26:15,293 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:26:45,765 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:27:16,310 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:27:46,843 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:28:17,321 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:28:47,827 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:29:18,391 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:29:48,907 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:30:19,396 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:30:49,882 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:31:20,422 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:31:50,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:32:21,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:32:51,987 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:33:22,508 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:33:53,013 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:34:23,561 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:34:54,036 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:35:24,641 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:35:55,114 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:36:25,639 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:36:56,146 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:37:26,655 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:37:57,166 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:38:27,704 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:38:58,227 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:39:28,707 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:39:59,267 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:40:29,727 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:41:00,278 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:41:30,800 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:42:01,247 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:42:31,797 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:43:02,296 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:43:32,800 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:44:03,317 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:44:33,806 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:45:04,327 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:45:34,856 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:46:05,371 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:46:35,855 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:47:06,435 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:47:36,930 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:48:07,454 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:48:37,919 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:49:08,450 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:49:38,953 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:50:09,458 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:50:39,970 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:51:10,459 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:51:41,005 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:52:11,450 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:52:41,987 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:53:12,540 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:53:43,099 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:54:13,670 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:54:44,108 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:55:14,722 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:55:45,181 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:56:15,673 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:56:46,177 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:57:16,693 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:57:47,279 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:58:17,753 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:58:48,261 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:59:18,786 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 20:59:49,290 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:00:19,763 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:00:50,252 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:01:20,802 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:01:51,341 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:02:21,877 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:02:52,412 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:03:22,941 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:03:53,412 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:04:23,919 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:04:54,459 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:05:24,986 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:05:55,539 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:06:26,015 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:06:56,531 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:07:27,003 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:07:57,535 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:08:28,055 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:08:58,601 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:09:29,196 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:09:59,664 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:10:30,189 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:11:00,627 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:11:31,140 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:12:01,623 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:12:32,169 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:13:02,663 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:13:33,154 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:14:03,774 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:14:34,230 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:15:04,729 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:15:35,178 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:16:05,696 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:16:36,250 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:17:06,793 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:17:37,255 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:18:07,768 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:18:38,303 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:19:08,795 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:19:39,338 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:20:09,800 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:20:40,299 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:21:10,788 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:21:41,273 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:22:11,778 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:22:42,365 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:23:12,861 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:23:43,361 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:24:13,895 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:24:44,405 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:25:14,892 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:25:45,411 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:26:15,897 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:26:46,444 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:27:16,925 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:27:47,416 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:28:17,893 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:28:48,353 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:29:18,868 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:29:49,337 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:30:19,907 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:30:50,385 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:31:20,917 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:31:51,406 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:32:21,924 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:32:52,413 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:33:22,853 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:33:53,395 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:34:23,893 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:34:54,417 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:35:24,969 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:35:55,559 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:36:26,056 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:36:56,569 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:37:27,155 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:37:57,679 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:38:28,187 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:38:58,651 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:39:29,204 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:39:59,790 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:40:30,289 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:41:00,840 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:41:31,395 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:42:01,900 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:42:32,448 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:43:02,980 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:43:33,468 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:44:03,970 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:44:34,471 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:45:04,974 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:45:35,511 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:46:06,010 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:46:36,524 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:47:06,996 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:47:37,542 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:48:08,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:48:38,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:49:09,180 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:49:39,637 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:50:10,132 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:50:40,616 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:51:11,113 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:51:41,628 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:52:12,133 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:52:42,745 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:53:13,233 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:53:43,737 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:54:14,238 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:54:44,783 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:55:15,250 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:55:45,751 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:56:16,252 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:56:46,763 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:57:17,312 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:57:47,776 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:58:18,352 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:58:48,854 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:59:19,349 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 21:59:49,872 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:00:20,399 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:00:50,904 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:01:21,375 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:01:51,928 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:02:22,436 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:02:52,958 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:03:23,471 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:03:53,989 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:04:24,541 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:04:55,054 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:05:25,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:05:56,098 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:06:26,601 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:06:57,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:07:27,585 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:07:58,132 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:08:28,589 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:08:59,087 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:09:29,554 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:10:00,092 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:10:30,555 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:11:01,056 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:11:31,594 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:12:02,165 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:12:32,722 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:13:03,221 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:13:33,786 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:14:04,269 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:14:34,806 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:15:05,307 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:15:35,788 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:16:06,302 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:16:36,789 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:17:07,309 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:17:37,854 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:18:08,456 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:18:38,944 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:19:09,467 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:19:40,101 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:20:10,573 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:20:41,092 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:21:11,605 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:21:42,168 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:22:12,672 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:22:43,196 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:23:13,721 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:23:44,183 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:24:14,737 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:24:45,202 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:25:15,808 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:25:46,308 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:26:16,901 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:26:47,495 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:27:18,003 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:27:48,548 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:28:19,028 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:28:49,546 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:29:19,995 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:29:50,512 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:30:20,991 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:30:51,501 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:31:22,048 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:31:52,537 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:32:23,063 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:32:53,564 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:33:24,077 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:33:54,546 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:34:25,180 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:34:55,726 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:35:26,195 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:35:56,695 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:36:27,186 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:36:57,677 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:37:28,160 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:37:58,662 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:38:29,180 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:38:59,710 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:39:30,220 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:40:00,690 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:40:31,220 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:41:01,797 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:41:32,392 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:42:02,866 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:42:33,373 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:43:03,912 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:43:34,393 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:44:04,952 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:44:35,419 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:45:05,940 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:45:36,398 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:46:06,926 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:46:37,481 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:47:07,981 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:47:38,526 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:48:09,004 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:48:39,523 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:49:10,010 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:49:40,521 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:50:11,105 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:50:41,582 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:51:12,127 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:51:42,621 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:52:13,175 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:52:43,666 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:53:14,173 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:53:44,661 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:54:15,247 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:54:45,799 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:55:16,229 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:55:46,743 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:56:17,259 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:56:47,775 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:57:18,245 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:57:48,774 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:58:19,338 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:58:49,768 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:59:20,317 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 22:59:50,859 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:00:21,410 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:00:51,877 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:01:22,380 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:01:52,866 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:02:23,320 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:02:53,844 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:03:24,325 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:03:54,858 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:04:25,404 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:04:55,926 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:05:26,355 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:05:56,855 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:06:27,379 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:06:57,929 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:07:28,435 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:07:58,920 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:08:29,439 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:08:59,908 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:09:30,434 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:10:00,953 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:10:31,420 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:11:01,913 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:11:32,368 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:12:02,884 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:12:33,424 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:13:03,927 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:13:34,557 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:14:05,036 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:14:35,554 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:15:06,050 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:15:36,557 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:16:07,060 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:16:37,608 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:17:08,082 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:17:38,624 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:18:09,164 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:18:39,591 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:19:10,125 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:19:40,591 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:20:11,093 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:20:41,613 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:21:12,125 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:21:42,624 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:22:13,092 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:22:43,644 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:23:14,127 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:23:44,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:24:15,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:24:45,619 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:25:16,160 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:25:46,624 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:26:17,114 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:26:47,590 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:27:18,120 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:27:48,597 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:28:19,166 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:28:49,644 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:29:20,149 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:29:50,716 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:30:21,186 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:30:51,712 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:31:22,188 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:31:52,762 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:32:23,269 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:32:53,774 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:33:24,296 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:33:54,766 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:34:25,272 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:34:55,748 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:35:26,302 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:35:56,784 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:36:27,287 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:36:57,822 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:37:28,302 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:37:58,847 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:38:29,346 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:38:59,949 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:39:30,476 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:40:00,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:40:31,471 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:41:02,004 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:41:32,592 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:42:03,118 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:42:33,648 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:43:04,126 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:43:34,650 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:44:05,134 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:44:35,643 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:45:06,183 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:45:36,714 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:46:07,269 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:46:37,798 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:47:08,312 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:47:38,814 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:48:09,352 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:48:39,892 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:49:10,364 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:49:40,984 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:50:11,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:50:41,991 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:51:12,473 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:51:43,004 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:52:13,472 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:52:44,029 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:53:14,549 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:53:45,046 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:54:15,535 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:54:46,008 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:55:16,487 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:55:46,987 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:56:17,539 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:56:48,052 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:57:18,537 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:57:49,175 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:58:19,665 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:58:50,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:59:20,732 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-07 23:59:51,313 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:00:21,829 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:00:52,327 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:01:22,888 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:01:53,371 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:02:23,849 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:02:54,353 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:03:24,911 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:03:55,407 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:04:25,917 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:04:56,413 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:05:26,879 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:05:57,495 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:06:27,929 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:06:58,431 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:07:28,898 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:07:59,398 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:08:30,005 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:09:00,500 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:09:31,029 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:10:01,556 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:10:32,106 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:11:02,572 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:11:33,052 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:12:03,622 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:12:34,072 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:13:04,589 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:13:35,054 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:14:05,568 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:14:36,090 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:15:06,664 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:15:37,119 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:16:07,633 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:16:38,190 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:17:08,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:17:39,248 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:18:09,704 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:18:40,268 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:19:10,740 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:19:41,246 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:20:11,812 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:20:42,266 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:21:12,802 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:21:43,322 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:22:13,828 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:22:44,302 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:23:14,817 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:23:45,353 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:24:15,890 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:24:46,432 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:25:16,898 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:25:47,450 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:26:17,911 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:26:48,435 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:27:18,988 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:27:49,482 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:28:20,002 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:28:50,463 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:29:20,977 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:29:51,503 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:30:21,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:30:52,452 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:31:22,947 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:31:53,472 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:32:23,953 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:32:54,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:33:24,969 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:33:55,500 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:34:25,994 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:34:56,551 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:35:27,104 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:35:57,573 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:36:28,111 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:36:58,587 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:37:29,130 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:37:59,614 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:38:30,169 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:39:00,621 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:39:31,129 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:40:01,748 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:40:32,235 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:41:02,770 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:41:33,212 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:42:03,749 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:42:34,233 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:43:04,783 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:43:35,356 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:44:05,872 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:44:36,354 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:45:06,775 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:45:37,242 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:46:07,721 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:46:38,261 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:47:08,786 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:47:39,283 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:48:09,806 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:48:40,304 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:49:10,835 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:49:41,312 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:50:11,942 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:50:42,437 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:51:12,943 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:51:43,447 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:52:13,930 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:52:44,494 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:53:14,987 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:53:45,484 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:54:15,965 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:54:46,574 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:55:17,079 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:55:47,534 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:56:18,032 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:56:48,500 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:57:19,003 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:57:49,474 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:58:20,008 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:58:50,523 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:59:21,004 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 00:59:51,498 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:00:21,983 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:00:52,508 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:01:22,972 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:01:53,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:02:23,940 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:02:54,495 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:03:24,978 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:03:55,473 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:04:26,006 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:04:56,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:05:27,027 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:05:57,486 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:06:28,069 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:06:58,601 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:07:29,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:07:59,681 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:08:30,164 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:09:00,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:09:31,271 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:10:01,777 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:10:32,297 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:11:02,798 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:11:33,318 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:12:03,810 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:12:34,357 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:13:04,842 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:13:35,329 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:14:05,822 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:14:36,345 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:15:06,882 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:15:37,365 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:16:07,855 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:16:38,349 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:17:08,892 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:17:39,380 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:18:09,899 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:18:40,428 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:19:10,959 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:19:41,463 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:20:11,987 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:20:42,504 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:21:13,008 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:21:43,529 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:22:14,053 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:22:44,627 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:23:15,219 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:23:45,764 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:24:16,224 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:24:46,737 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:25:17,295 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:25:47,776 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:26:18,289 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:26:48,891 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:27:19,419 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:27:49,952 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:28:20,436 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:28:50,959 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:29:21,412 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:29:51,935 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:30:22,507 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:30:52,992 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:31:23,546 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:31:54,044 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:32:24,586 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:32:55,117 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:33:25,621 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:33:56,126 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:34:26,577 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:34:57,090 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:35:27,578 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:35:58,152 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:36:28,660 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:36:59,157 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:37:29,712 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:38:00,301 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:38:30,819 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:39:01,284 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:39:31,811 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:40:02,324 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:40:32,819 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:41:03,337 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:41:33,865 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:42:04,396 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:42:34,866 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:43:05,368 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:43:35,857 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:44:06,352 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:44:36,821 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:45:07,335 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:45:37,912 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:46:08,393 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:46:38,963 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:47:09,422 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:47:39,968 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:48:10,454 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:48:40,961 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:49:11,437 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:49:41,952 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:50:12,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:50:42,972 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:51:13,495 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:51:43,962 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:52:14,478 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:52:44,972 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:53:15,477 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:53:45,944 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:54:16,442 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:54:46,990 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:55:17,542 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:55:48,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:56:18,582 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:56:49,156 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:57:19,657 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:57:50,175 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:58:20,680 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:58:51,162 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:59:21,692 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 01:59:52,248 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:00:22,895 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:00:53,377 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:01:23,964 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:01:54,498 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:02:24,974 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:02:55,498 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:03:25,965 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:03:56,480 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:04:26,959 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:04:57,427 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:05:27,989 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:05:58,488 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:06:29,021 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:06:59,508 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:07:30,079 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:08:00,625 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:08:31,156 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:09:01,732 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:09:32,265 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:10:02,741 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:10:33,236 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:11:03,753 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:11:34,242 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:12:04,832 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:12:35,380 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:13:05,878 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:13:36,375 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:14:06,852 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:14:37,379 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:15:07,868 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:15:38,382 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:16:08,941 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:16:39,440 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:17:10,019 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:17:40,625 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:18:11,138 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:18:41,651 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:19:12,178 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:19:42,649 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:20:13,114 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:20:43,661 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:21:14,085 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:21:44,541 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:22:15,055 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:22:45,574 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:23:16,036 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:23:46,511 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:24:17,027 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:24:47,570 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:25:18,124 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:25:48,639 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:26:19,128 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:26:49,588 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:27:20,089 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:27:50,574 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:28:21,061 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:28:51,564 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:29:21,995 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:29:52,479 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:30:22,958 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:30:53,467 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:31:23,940 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:31:54,440 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:32:24,939 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:32:55,477 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:33:25,967 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:33:56,429 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:34:26,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:34:57,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:35:27,973 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:35:58,467 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:36:28,969 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:36:59,502 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:37:29,978 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:38:00,531 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:38:30,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:39:01,479 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:39:32,014 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:40:02,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:40:33,029 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:41:03,545 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:41:34,039 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:42:04,542 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:42:35,092 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:43:05,540 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:43:36,058 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:44:06,589 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:44:37,044 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:45:07,603 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:45:38,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:46:08,629 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:46:39,111 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:47:09,655 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:47:40,111 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:48:10,612 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:48:41,107 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:49:11,583 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:49:42,077 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:50:12,540 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:50:43,111 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:51:13,606 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:51:44,111 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:52:14,618 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:52:45,073 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:53:15,621 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:53:46,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:54:16,620 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:54:47,099 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:55:17,598 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:55:48,098 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:56:18,566 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:56:49,065 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:57:19,570 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:57:50,084 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:58:20,624 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:58:51,161 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:59:21,643 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 02:59:52,224 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:00:22,723 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:00:53,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:01:23,690 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:01:54,172 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:02:24,651 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:02:55,173 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:03:25,742 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:03:56,227 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:04:26,716 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:04:57,217 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:05:27,695 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:05:58,251 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:06:28,727 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:06:59,216 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:07:29,739 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:08:00,210 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:08:30,789 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:09:01,277 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:09:31,861 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:10:02,423 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:10:32,915 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:11:03,462 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:11:33,958 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:12:04,507 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:12:34,997 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:13:05,515 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:13:35,989 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:14:06,513 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:14:36,957 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:15:07,492 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:15:38,021 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:16:08,509 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:16:39,025 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:17:09,491 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:17:40,017 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:18:10,495 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:18:41,045 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:19:11,557 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:19:42,035 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:20:12,565 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:20:43,047 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:21:13,561 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:21:44,023 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:22:14,494 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:22:44,992 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:23:15,467 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:23:46,029 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:24:16,490 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:24:47,015 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:25:17,527 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:25:48,035 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:26:18,502 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:26:49,028 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:27:19,526 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:27:50,071 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:28:20,555 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:28:51,047 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:29:21,606 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:29:52,073 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:30:22,585 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:30:53,090 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:31:23,559 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:31:54,063 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:32:24,544 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:32:55,045 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:33:25,531 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:33:56,140 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:34:26,619 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:34:57,079 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:35:27,676 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:35:58,133 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:36:28,722 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:36:59,244 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:37:29,753 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:38:00,226 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:38:30,723 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:39:01,225 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:39:31,716 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:40:02,210 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:40:32,719 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:41:03,248 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:41:33,725 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:42:04,256 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:42:34,815 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:43:05,334 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:43:35,819 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:44:06,304 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:44:36,825 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:45:07,310 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:45:37,821 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:46:08,349 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:46:38,864 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:47:09,403 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:47:39,913 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:48:10,500 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:48:40,903 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:49:11,428 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:49:41,919 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:50:12,454 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:50:42,956 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:51:13,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:51:43,982 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:52:14,463 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:52:45,015 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:53:15,470 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:53:45,996 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:54:16,494 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:54:46,970 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:55:17,446 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:55:47,905 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:56:18,406 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:56:48,970 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:57:19,478 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:57:49,951 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:58:20,433 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:58:50,960 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:59:21,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 03:59:51,965 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:00:22,399 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:00:52,945 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:01:23,441 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:01:54,024 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:02:24,521 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:02:54,966 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:03:25,530 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:03:55,960 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:04:26,428 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:04:56,933 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:05:27,476 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:05:58,016 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:06:28,565 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:06:59,045 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:07:29,527 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:07:59,994 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:08:30,481 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:09:00,947 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:09:31,516 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:10:02,041 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:10:32,552 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:11:02,994 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:11:33,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:12:04,005 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:12:34,535 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:13:05,031 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:13:35,595 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:14:06,167 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:14:36,649 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:15:07,212 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:15:37,671 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:16:08,239 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:16:38,685 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:17:09,176 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:17:39,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:18:10,199 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:18:40,706 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:19:11,179 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:19:41,692 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:20:12,143 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:20:42,644 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:21:13,106 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:21:43,616 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:22:14,223 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:22:44,729 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:23:15,248 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:23:45,691 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:24:16,254 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:24:46,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:25:17,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:25:47,707 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:26:18,191 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:26:48,748 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:27:19,233 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:27:49,731 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:28:20,215 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:28:50,801 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:29:21,333 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:29:51,812 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:30:22,293 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:30:52,764 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:31:23,309 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:31:53,800 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:32:24,273 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:32:54,752 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:33:25,242 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:33:55,742 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:34:26,236 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:34:56,738 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:35:27,246 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:35:57,732 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:36:28,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:36:58,812 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:37:29,345 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:37:59,831 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:38:30,405 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:39:00,889 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:39:31,392 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:40:01,828 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:40:32,324 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:41:02,836 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:41:33,335 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:42:03,841 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:42:34,341 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:43:04,852 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:43:35,341 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:44:05,897 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:44:36,432 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:45:06,990 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:45:37,529 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:46:08,052 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:46:38,573 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:47:09,090 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:47:39,563 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:48:10,016 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:48:40,496 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:49:10,977 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:49:41,439 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:50:12,022 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:50:42,529 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:51:13,083 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:51:43,550 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:52:14,065 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:52:44,646 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:53:15,110 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:53:45,651 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:54:16,112 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:54:46,632 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:55:17,096 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:55:47,620 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:56:18,161 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:56:48,625 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:57:19,147 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:57:49,674 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:58:20,191 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:58:50,646 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:59:21,221 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 04:59:51,708 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:00:22,185 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:00:52,689 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:01:23,163 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:01:53,645 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:02:24,115 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:02:54,642 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:03:25,134 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:03:55,690 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:04:26,208 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:04:56,749 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:05:27,277 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:05:57,815 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:06:28,367 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:06:58,796 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:07:29,291 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:07:59,790 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:08:30,327 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:09:00,845 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:09:31,337 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:10:01,925 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:10:32,423 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:11:02,947 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:11:33,423 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:12:03,948 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:12:34,582 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:13:05,039 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:13:35,696 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:14:06,167 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:14:36,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:15:07,218 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:15:37,697 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:16:08,235 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:16:38,695 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:17:09,167 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:17:39,645 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:18:10,143 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:18:40,596 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:19:11,129 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:19:41,599 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:20:12,127 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:20:42,667 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:21:13,133 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:21:43,681 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:22:14,150 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:22:44,643 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:23:15,153 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:23:45,664 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:24:16,155 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:24:46,625 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:25:17,163 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:25:47,605 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:26:18,099 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:26:48,588 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:27:19,085 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:27:49,588 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:28:20,016 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:28:50,559 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:29:21,023 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:29:51,521 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:30:22,034 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:30:52,581 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:31:23,051 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:31:53,568 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:32:24,119 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:32:54,601 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:33:25,129 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:33:55,564 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:34:26,063 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:34:56,539 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:35:27,019 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:35:57,503 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:36:27,992 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:36:58,527 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:37:29,053 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:37:59,595 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:38:30,113 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:39:00,607 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:39:31,103 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:40:01,603 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:40:32,108 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:41:02,577 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:41:33,106 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:42:03,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:42:34,247 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:43:04,713 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:43:35,254 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:44:05,800 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:44:36,299 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:45:06,799 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:45:37,329 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:46:07,886 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:46:38,338 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:47:08,878 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:47:39,511 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:48:09,941 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:48:40,433 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:49:10,867 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:49:41,397 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:50:11,888 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:50:42,476 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:51:12,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:51:43,425 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:52:13,937 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:52:44,418 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:53:14,906 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:53:45,374 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:54:15,868 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:54:46,351 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:55:16,909 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:55:47,434 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:56:17,909 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:56:48,474 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:57:18,987 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:57:49,525 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:58:20,010 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:58:50,563 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:59:21,057 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 05:59:51,513 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:00:22,075 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:00:52,558 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:01:23,108 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:01:53,576 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:02:24,053 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:02:54,574 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:03:25,079 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:03:55,627 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:04:26,130 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:04:56,658 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:05:27,148 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:05:57,682 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:06:28,153 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:06:58,628 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:07:29,123 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:07:59,607 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:08:30,119 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:09:00,575 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:09:31,078 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:10:01,532 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:10:32,044 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:11:02,536 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:11:33,053 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:12:03,568 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:12:34,039 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:13:04,594 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:13:35,024 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:14:05,517 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:14:36,101 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:15:06,562 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:15:37,052 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:16:07,534 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:16:38,107 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:17:08,619 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:17:39,099 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:18:09,568 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:18:40,065 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:19:10,570 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:19:41,081 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:20:11,592 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:20:42,093 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:21:12,598 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:21:43,116 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:22:13,745 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:22:44,276 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:23:14,722 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:23:45,246 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:24:15,733 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:24:46,278 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:25:16,782 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:25:47,278 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:26:17,807 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:26:48,278 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:27:18,781 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:27:49,266 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:28:19,749 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:28:50,293 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:29:20,859 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:29:51,349 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:30:21,912 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:30:52,458 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:31:22,902 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:31:53,442 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:32:23,884 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:32:54,381 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:33:24,868 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:33:55,404 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:34:26,033 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:34:56,493 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:35:27,075 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:35:57,582 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:36:28,108 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:36:58,566 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:37:29,080 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:37:59,666 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:38:30,153 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:39:00,682 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:39:31,155 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:40:01,627 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:40:32,097 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:41:02,587 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:41:33,085 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:42:03,586 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:42:34,157 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:43:04,612 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:43:35,150 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:44:05,660 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:44:36,168 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:45:06,630 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:45:37,146 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:46:07,644 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:46:38,100 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:47:08,641 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:47:39,160 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:48:09,660 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:48:40,157 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:49:10,703 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:49:41,272 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:50:11,785 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:50:42,376 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:51:12,847 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:51:43,323 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:52:13,778 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:52:44,251 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:53:14,789 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:53:45,381 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:54:15,924 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:54:46,390 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:55:16,909 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:55:47,366 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:56:17,882 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:56:48,427 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:57:18,949 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:57:49,502 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:58:19,961 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:58:50,487 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:59:21,017 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 06:59:51,532 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:00:22,000 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:00:52,565 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:01:23,067 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:01:53,539 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:02:24,061 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:02:54,534 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:03:25,062 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:03:55,558 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:04:26,074 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:04:56,608 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:05:27,179 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:05:57,664 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:06:28,141 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:06:58,638 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:07:29,124 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:07:59,632 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:08:30,092 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:09:00,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:09:31,151 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:10:01,628 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:10:32,146 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:11:02,712 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:11:33,228 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:12:03,687 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:12:34,216 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:13:04,748 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:13:35,251 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:14:05,790 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:14:36,342 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:15:06,835 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:15:37,292 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:16:07,829 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:16:38,311 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:17:08,796 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:17:39,317 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:18:09,789 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:18:40,313 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:19:10,781 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:19:41,460 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:20:11,982 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:20:42,474 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:21:13,006 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:21:43,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:22:13,993 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:22:44,499 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:23:15,046 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:23:45,568 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:24:16,074 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:24:46,717 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:25:17,273 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:25:47,801 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:26:18,281 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:26:48,851 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:27:19,362 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:27:49,952 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:28:20,384 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:28:50,830 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:29:21,317 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:29:51,782 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:30:22,309 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:30:52,761 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:31:23,213 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:31:53,703 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:32:24,193 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:32:54,755 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:33:25,220 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:33:55,768 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:34:26,229 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:34:56,817 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:35:27,285 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:35:57,804 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:36:28,376 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:36:58,836 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:37:29,320 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:37:59,845 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:38:30,328 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:39:00,832 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:39:31,345 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:40:01,878 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:40:32,390 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:41:02,875 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:41:33,351 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:42:03,893 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:42:34,423 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:43:05,021 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:43:35,518 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:44:06,052 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:44:36,557 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:45:07,047 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:45:37,545 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:46:07,984 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:46:38,480 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:47:08,952 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:47:39,452 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:48:09,994 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:48:40,449 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:49:10,961 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:49:41,497 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:50:12,012 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:50:42,502 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:51:13,002 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:51:43,479 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:52:13,990 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:52:44,553 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:53:15,042 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:53:45,559 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:54:16,022 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:54:46,502 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:55:17,017 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:55:47,504 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:56:18,043 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:56:48,567 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:57:19,050 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:57:49,505 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:58:20,053 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:58:50,576 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:59:21,142 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 07:59:51,636 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:00:22,183 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:00:52,684 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:01:23,148 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:01:53,728 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:02:24,281 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:02:54,840 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:03:25,290 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:03:55,801 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:04:26,351 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:04:56,858 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:05:27,452 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:05:57,909 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:06:28,490 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:06:58,951 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:07:29,512 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:07:59,990 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:08:30,519 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:09:01,067 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:09:31,554 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:10:02,099 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:10:32,577 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:11:03,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:11:33,606 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:12:04,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:12:34,607 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:13:05,092 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:13:35,597 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:14:06,055 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:14:36,595 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:15:07,066 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:15:37,557 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:16:08,065 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:16:38,520 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:17:09,041 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:17:39,565 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:18:10,119 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:18:40,706 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:19:11,237 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:19:41,746 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:20:12,271 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:20:42,800 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:21:13,275 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:21:43,883 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:22:14,385 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:22:44,919 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:23:15,430 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:23:45,872 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:24:16,382 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:24:46,879 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:25:17,438 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:25:47,916 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:26:18,414 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:26:48,898 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:27:19,414 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:27:49,948 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:28:20,389 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:28:50,871 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:29:21,384 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:29:51,897 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:30:22,395 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:30:52,917 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:31:23,449 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:31:53,960 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:32:24,462 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:32:54,938 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:33:25,405 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:33:55,874 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:34:26,369 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:34:56,894 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:35:27,363 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:35:57,931 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:36:28,413 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:36:58,911 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:37:29,396 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:37:59,912 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:38:30,369 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:39:00,920 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:39:31,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:40:01,990 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:40:32,528 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:41:02,991 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:41:33,541 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:42:04,017 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:42:34,533 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:43:05,058 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:43:35,536 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:44:06,068 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:44:36,542 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:45:07,038 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:45:37,456 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:46:07,959 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:46:38,457 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:47:08,904 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:47:39,468 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:48:10,004 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:48:40,545 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:49:11,059 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:49:41,588 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:50:12,040 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:50:42,522 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:51:13,073 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:51:43,578 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:52:14,180 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:52:44,661 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:53:15,183 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:53:45,653 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:54:16,147 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:54:46,634 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:55:17,124 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:55:47,635 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:56:18,073 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:56:48,588 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:57:19,057 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:57:49,525 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:58:20,048 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:58:50,544 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:59:21,060 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 08:59:51,510 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:00:22,005 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:00:52,472 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:01:22,968 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:01:53,471 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:02:23,988 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:02:54,543 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:03:25,028 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:03:55,540 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:04:26,003 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:04:56,525 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:05:27,067 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:05:57,620 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:06:28,110 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:06:58,591 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:07:29,106 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:07:59,584 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:08:30,171 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:09:00,693 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:09:31,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:10:01,749 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:10:32,237 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:11:02,750 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:11:33,234 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:12:03,759 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:12:34,254 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:13:04,720 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:13:35,284 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:14:05,764 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:14:36,306 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:15:06,802 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:15:37,304 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:16:07,784 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:16:38,302 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:17:08,792 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:17:39,268 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:18:09,777 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:18:40,214 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:19:10,752 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:19:41,258 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:20:11,787 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:20:42,259 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:21:12,737 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:21:43,290 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:22:13,752 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:22:44,258 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:23:14,773 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:23:45,437 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:24:15,915 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:24:46,407 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:25:16,872 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:25:47,377 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:26:17,993 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:26:48,497 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:27:19,055 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:27:49,563 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:28:20,082 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:28:50,603 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:29:21,118 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:29:51,586 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:30:22,066 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:30:52,579 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:31:23,091 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:31:53,637 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:32:24,101 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:32:54,588 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:33:25,085 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:33:55,524 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:34:26,028 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:34:56,499 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:35:27,011 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:35:57,480 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:36:27,966 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:36:58,467 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:37:28,991 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:37:59,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:38:29,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:39:00,565 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:39:31,046 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:40:01,514 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:40:31,983 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:41:02,471 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:41:33,085 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:42:03,628 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:42:34,226 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:43:04,758 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:43:35,270 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:44:05,736 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:44:36,368 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:45:06,918 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:45:37,429 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:46:07,981 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:46:38,485 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:47:09,012 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:47:39,493 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:48:10,047 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:48:40,521 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:49:11,070 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:49:41,569 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:50:12,097 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:50:42,576 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:51:13,106 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:51:43,603 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:52:14,076 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:52:44,577 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:53:15,112 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:53:45,688 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:54:16,215 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:54:46,696 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:55:17,246 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:55:47,777 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:56:18,362 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:56:48,918 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:57:19,416 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:57:49,914 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:58:20,383 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:58:50,851 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:59:21,319 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 09:59:51,839 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:00:22,321 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:00:52,866 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:01:23,403 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:01:53,895 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:02:24,412 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:02:54,907 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:03:25,405 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:03:55,864 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:04:26,412 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:04:56,927 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:05:27,384 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:05:57,904 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:06:28,379 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:06:58,874 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:07:29,307 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:07:59,792 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:08:30,275 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:09:00,756 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:09:31,250 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:10:01,760 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:10:32,242 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:11:02,707 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:11:33,260 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:12:03,712 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:12:34,278 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:13:04,779 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:13:35,243 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:14:05,797 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:14:36,278 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:15:06,826 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:15:37,316 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:16:07,841 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:16:38,373 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:17:08,842 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:17:39,357 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:18:09,880 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:18:40,414 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:19:10,872 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:19:41,376 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:20:11,905 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:20:42,404 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:21:12,951 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:21:43,465 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:22:13,974 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:22:44,522 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:23:15,062 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:23:45,525 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:24:15,994 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:24:46,511 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:25:16,963 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:25:47,462 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:26:17,933 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:26:48,428 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:27:18,958 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:27:49,489 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:28:20,069 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:28:50,509 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:29:21,008 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:29:51,545 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:30:22,054 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:30:52,597 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:31:23,100 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:31:53,640 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:32:24,119 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:32:54,602 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:33:25,164 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:33:55,693 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:34:26,201 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:34:56,713 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:35:27,206 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:35:57,708 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:36:28,240 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:36:58,730 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:37:29,237 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:37:59,709 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:38:30,197 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:39:00,669 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:39:31,144 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:40:01,636 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:40:32,144 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:41:02,701 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:41:33,182 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:42:03,750 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:42:34,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:43:04,709 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:43:35,255 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:44:05,755 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:44:36,255 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:45:06,736 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:45:37,207 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:46:07,665 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:46:38,158 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:47:08,642 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:47:39,199 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:48:09,689 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:48:40,176 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:49:10,696 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:49:41,171 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:50:11,698 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:50:42,165 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:51:12,712 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:51:43,254 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:52:13,742 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:52:44,261 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:53:14,747 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:53:45,250 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:54:15,694 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:54:46,161 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:55:16,686 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:55:47,184 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:56:17,672 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:56:48,112 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:57:18,606 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:57:49,063 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:58:19,573 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:58:50,120 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:59:20,623 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 10:59:51,123 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:00:21,605 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:00:52,107 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:01:22,601 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:01:53,075 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:02:23,524 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:02:54,047 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:03:24,610 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:03:55,085 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:04:25,650 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:04:56,173 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:05:26,687 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:05:57,166 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:06:27,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:06:58,216 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:07:28,698 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:07:59,173 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:08:29,716 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:09:00,329 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:09:30,819 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:10:01,348 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:10:31,832 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:11:02,333 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:11:32,875 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:12:03,435 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:12:33,972 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:13:04,475 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:13:34,977 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:14:05,458 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:14:35,992 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:15:06,497 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:15:36,973 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:16:07,646 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:16:38,132 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:17:08,646 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:17:39,116 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:18:09,622 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:18:40,158 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:19:10,639 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:19:41,169 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:20:11,655 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:20:42,175 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:21:12,705 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:21:43,232 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:22:13,777 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:22:44,363 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:23:14,906 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:23:45,342 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:24:15,898 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:24:46,418 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:25:16,955 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:25:47,424 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:26:17,951 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:26:48,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:27:18,913 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:27:49,459 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:28:19,964 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:28:50,513 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:29:20,975 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:29:51,471 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:30:22,019 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:30:52,510 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:31:23,030 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:31:53,508 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:32:24,019 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:32:54,536 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:33:25,059 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:33:55,543 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:34:26,012 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:34:56,508 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:35:27,154 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:35:57,762 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:36:28,228 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:36:58,810 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:37:29,310 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:37:59,817 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:38:30,339 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:39:00,845 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:39:31,308 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:40:01,745 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:40:32,300 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:41:02,766 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:41:33,252 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:42:03,784 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:42:34,221 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:43:04,723 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:43:35,243 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:44:05,776 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:44:36,203 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:45:06,714 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:45:37,209 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:46:07,693 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:46:38,203 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:47:08,688 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:47:39,286 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:48:09,764 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:48:40,263 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:49:10,734 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:49:41,225 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:50:11,722 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:50:42,199 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:51:12,760 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:51:43,256 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:52:13,837 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:52:44,369 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:53:14,833 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:53:45,382 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:54:15,850 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:54:46,334 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:55:16,866 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:55:47,432 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:56:17,967 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:56:48,507 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:57:18,973 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:57:49,480 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:58:20,058 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:58:50,566 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:59:21,083 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 11:59:51,509 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:00:22,013 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:00:52,506 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:01:23,078 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:01:53,553 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:02:24,051 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:02:54,553 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:03:25,071 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:03:55,631 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:04:26,129 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:04:56,663 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:05:27,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:05:57,666 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:06:28,142 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:06:58,614 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:07:29,166 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:07:59,637 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:08:30,167 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:09:00,637 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:09:31,155 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:10:01,683 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:10:32,198 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:11:02,708 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:11:33,179 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:12:03,684 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:12:34,197 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:13:04,715 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:13:35,218 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:14:05,672 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:14:36,211 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:15:06,668 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:15:37,166 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:16:07,612 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:16:38,140 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:17:08,686 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:17:39,142 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:18:09,650 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:18:40,109 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:19:10,598 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:19:41,080 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:20:11,601 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:20:42,026 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:21:12,534 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:21:43,082 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:22:13,589 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:22:44,180 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:23:14,752 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:23:45,276 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:24:15,729 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:24:46,300 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:25:16,763 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:25:47,228 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:26:17,717 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:26:48,262 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:27:18,776 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:27:49,270 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:28:19,809 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:28:50,424 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:29:20,864 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:29:51,371 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:30:21,871 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:30:52,424 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:31:22,945 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:31:53,433 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:32:23,927 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:32:54,405 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:33:24,951 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:33:55,428 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:34:25,969 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:34:56,440 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:35:27,064 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:35:57,544 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:36:28,056 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:36:58,579 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:37:29,067 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:37:59,581 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:38:30,029 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:39:00,542 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:39:31,055 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:40:01,608 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:40:32,096 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:41:02,545 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:41:33,050 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:42:03,524 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:42:34,000 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:43:04,490 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:43:34,989 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:44:05,443 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:44:36,049 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:45:06,589 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:45:37,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:46:07,580 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:46:38,048 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:47:08,574 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:47:39,106 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:48:09,617 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:48:40,131 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:49:10,685 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:49:41,231 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:50:11,726 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:50:42,245 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:51:12,731 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:51:43,246 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:52:13,832 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:52:44,341 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:53:14,878 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:53:45,359 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:54:15,899 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:54:46,410 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:55:16,923 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:55:47,418 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:56:17,907 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:56:48,460 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:57:18,917 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:57:49,446 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:58:19,913 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:58:50,427 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:59:20,895 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 12:59:51,405 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:00:21,924 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:00:52,429 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:01:23,050 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:01:53,536 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:02:24,034 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:02:54,559 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:03:25,050 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:03:55,557 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:04:26,087 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:04:56,644 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:05:27,169 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:05:57,696 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:06:28,181 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:06:58,747 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:07:29,241 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:07:59,769 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:08:30,300 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:09:00,771 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:09:31,267 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:10:01,730 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:10:32,270 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:11:02,779 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:11:33,301 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:12:03,776 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:12:34,236 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:13:04,708 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:13:35,183 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:14:05,707 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:14:36,168 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:15:06,677 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:15:37,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:16:07,721 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:16:38,243 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:17:08,745 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:17:39,237 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:18:09,693 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:18:40,197 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:19:10,709 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:19:41,234 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:20:11,785 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:20:42,233 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:21:12,762 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:21:43,246 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:22:13,781 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:22:44,249 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:23:14,790 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:23:45,379 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:24:15,844 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:24:46,362 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:25:16,826 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:25:47,351 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:26:17,832 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:26:48,384 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:27:18,897 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:27:49,354 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:28:19,856 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:28:50,325 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:29:20,785 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:29:51,248 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:30:21,745 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:30:52,214 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:31:22,754 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:31:53,359 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:32:23,830 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:32:54,416 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:33:24,870 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:33:55,334 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:34:25,798 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:34:56,306 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:35:26,844 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:35:57,354 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:36:27,860 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:36:58,292 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:37:28,787 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:37:59,260 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:38:29,761 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:39:00,283 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:39:30,845 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:40:01,367 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:40:31,848 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:41:02,352 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:41:32,815 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:42:14,224 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-08 13:42:44,725 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:43:15,294 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:43:45,777 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:44:16,288 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:44:46,818 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:45:17,351 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:45:47,849 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:46:18,323 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:46:48,810 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:47:19,337 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:47:49,845 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:48:20,327 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:48:50,852 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:49:21,319 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:49:51,828 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:50:22,355 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:50:52,834 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:51:23,347 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:51:53,851 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:52:24,421 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:52:54,901 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:53:25,373 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:53:55,942 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:54:26,403 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:54:56,909 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:55:27,389 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:55:57,875 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:56:28,349 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:56:58,846 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:57:29,413 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:57:59,881 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:58:30,387 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:59:00,921 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 13:59:31,496 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:00:01,978 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:00:32,462 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:01:02,977 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:01:33,522 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:02:04,032 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:02:34,478 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:03:05,016 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:03:35,522 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:04:06,068 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:04:36,580 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:05:07,115 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:05:37,645 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:06:08,119 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:06:38,637 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:07:09,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:07:39,601 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:08:10,093 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:08:40,615 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:09:11,151 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:09:41,580 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:10:12,109 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:10:42,651 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:11:13,138 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:11:43,627 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:12:14,360 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:12:45,034 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:13:15,677 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:13:46,434 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:14:17,177 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:14:47,923 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:15:18,489 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:15:49,025 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:16:19,653 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:16:50,349 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:17:21,075 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:17:51,620 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:18:22,240 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:18:52,842 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:19:23,422 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:19:53,984 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:20:24,903 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:20:55,456 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:21:26,038 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:21:56,735 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:22:27,356 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:22:58,059 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:23:28,743 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:23:59,372 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:24:30,009 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:25:00,662 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:25:31,306 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:26:02,080 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:26:32,561 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:27:03,212 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:27:33,858 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:28:04,573 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:28:35,221 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:29:05,963 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:29:36,514 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:30:07,146 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:30:37,700 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:31:08,490 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:31:39,137 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:32:09,777 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:32:40,386 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:33:10,943 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:33:41,729 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:34:12,509 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:34:43,369 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:35:13,830 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:35:44,446 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:36:15,159 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:36:45,876 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:37:16,498 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:37:47,262 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:38:17,947 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:38:48,480 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:39:19,122 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:39:49,704 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:40:20,399 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:40:51,089 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:41:21,641 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:41:52,399 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:42:23,098 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:42:53,756 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:43:24,289 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:43:54,904 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:44:25,582 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:44:56,149 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:45:26,887 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:45:57,585 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:46:28,401 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:46:58,934 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:47:29,526 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:48:00,363 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:48:31,074 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:49:01,637 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:49:32,441 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:50:03,187 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:50:33,892 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:51:04,638 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:51:35,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:52:05,903 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:52:36,640 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:53:07,259 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:53:37,884 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:54:08,550 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:54:39,476 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:55:09,950 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:55:40,645 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:56:11,342 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:56:42,025 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:57:12,725 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:57:43,373 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:58:14,006 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:58:44,675 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:59:15,419 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 14:59:46,068 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:00:16,552 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:00:47,093 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:01:17,585 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:01:48,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:02:18,636 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:02:49,147 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:03:19,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:03:50,230 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:04:20,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:04:51,236 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:05:21,739 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:05:52,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:06:22,769 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:06:53,179 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:07:23,662 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:07:54,165 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:08:24,690 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:08:55,260 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:09:25,732 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:09:56,304 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:10:26,771 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:10:57,322 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:11:27,836 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:11:58,364 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:12:28,870 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:12:59,353 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:13:29,882 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:14:00,338 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:14:30,861 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:15:01,456 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:15:32,047 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:16:02,659 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:16:33,139 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:17:03,633 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:17:34,125 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:18:04,695 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:18:35,228 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:19:05,742 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:19:36,266 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:20:06,786 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:20:37,341 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:21:07,788 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:21:38,309 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:22:08,800 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:22:39,312 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:23:09,849 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:23:40,349 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:24:10,901 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:24:41,375 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:25:11,886 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:25:42,387 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:26:12,953 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:26:43,457 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:27:13,956 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:27:44,577 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:28:15,052 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:28:45,593 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:29:16,061 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:29:46,605 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:30:17,139 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:30:47,718 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:31:18,195 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:31:48,668 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:32:19,191 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:32:49,657 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:33:20,165 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:33:50,690 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:34:21,250 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:34:51,827 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:35:22,290 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:35:52,819 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:36:23,302 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:36:53,827 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:37:24,261 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:37:54,768 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:38:25,245 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:38:55,764 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:39:26,316 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:39:56,798 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:40:27,318 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:40:57,784 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:41:28,303 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:41:58,750 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:42:29,300 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:42:59,825 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:43:30,287 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:44:00,868 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:44:31,301 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:45:01,829 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:45:32,316 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:46:02,824 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:46:33,378 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:47:03,834 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:47:34,355 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:48:04,833 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:48:35,349 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:49:05,824 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:49:36,320 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:50:06,761 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:50:37,243 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:51:07,755 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:51:38,295 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:52:08,846 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:52:39,406 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:53:09,921 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:53:40,487 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:54:11,047 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:54:41,514 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:55:11,988 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:55:42,446 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:56:12,910 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:56:43,462 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:57:13,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:57:44,552 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:58:15,069 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:58:45,527 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:59:16,049 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 15:59:46,570 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:00:17,069 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:00:47,549 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:01:18,070 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:01:48,536 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:02:19,052 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:02:49,580 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:03:20,092 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:03:50,685 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:04:21,189 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:04:51,680 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:05:22,133 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:05:52,653 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:06:23,178 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:06:53,657 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:07:24,180 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:07:54,662 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:08:25,147 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:08:55,590 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:09:26,077 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:09:56,625 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:10:27,056 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:10:57,728 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:11:28,187 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:11:58,717 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:12:29,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:12:59,837 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:13:30,246 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:14:00,790 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:14:31,329 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:15:01,891 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:15:32,497 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:16:02,962 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:16:33,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:17:03,923 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:17:34,438 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:18:04,980 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:18:35,442 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:19:05,950 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:19:36,482 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:20:07,025 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:20:37,512 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:21:08,090 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:21:38,606 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:22:09,135 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:22:39,665 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:23:10,168 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:23:40,712 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:24:11,330 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:24:41,858 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:25:12,317 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:25:42,841 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:26:13,454 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:26:43,993 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:27:14,477 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:27:44,977 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:28:15,448 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:28:45,921 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:29:16,422 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:29:46,959 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:30:17,433 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:30:47,935 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:31:18,414 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:31:48,886 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:32:19,440 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:32:49,955 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:33:20,507 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:33:50,968 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:34:21,496 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:34:51,986 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:35:22,505 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:35:53,020 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:36:23,616 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:36:54,101 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:37:24,691 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:37:55,220 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:38:25,704 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:38:56,204 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:39:26,705 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:39:57,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:40:27,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:40:58,200 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:41:28,694 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:41:59,136 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:42:29,669 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:43:00,129 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:43:30,621 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:44:01,082 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:44:31,603 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:45:02,126 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:45:32,597 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:46:03,100 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:46:33,653 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:47:04,154 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:47:34,657 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:48:05,151 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:48:35,617 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:49:06,132 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:49:36,742 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:50:07,251 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:50:37,758 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:51:08,257 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:51:38,796 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:52:09,269 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:52:39,775 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:53:10,383 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:53:40,859 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:54:11,366 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:54:41,912 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:55:12,488 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:55:42,950 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:56:13,512 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:56:43,978 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:57:14,444 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:57:45,285 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:58:15,815 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:58:46,382 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:59:16,856 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 16:59:47,344 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:00:17,815 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:00:48,352 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:01:18,907 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:01:49,384 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:02:20,114 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:02:50,602 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:03:21,071 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:03:51,543 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:04:22,055 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:04:52,588 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:05:23,066 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:05:53,599 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:06:24,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:06:54,592 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:07:25,080 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:07:55,631 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:08:26,175 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:08:56,707 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:09:27,258 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:09:57,716 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:10:28,202 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:10:58,678 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:11:29,223 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:11:59,688 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:12:30,181 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:13:00,744 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:13:31,213 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:14:01,708 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:14:32,179 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:15:02,678 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:15:33,189 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:16:03,824 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:16:34,325 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:17:04,803 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:17:35,362 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:18:05,843 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:18:36,337 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:19:06,822 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:19:37,290 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:20:07,789 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:20:38,224 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:21:08,743 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:21:39,215 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:22:09,751 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:22:40,282 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:23:10,840 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:23:41,393 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:24:11,899 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:24:42,402 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:25:12,885 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:25:43,397 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:26:13,922 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:26:44,461 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:27:14,933 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:27:45,495 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:33:14,329 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-08 17:33:44,848 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:34:15,396 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:34:46,031 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-08 17:35:16,569 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:35:47,184 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:36:17,702 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:41:27,456 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-08 17:41:57,971 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:42:28,463 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:42:58,940 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:43:29,465 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:43:59,951 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:44:30,473 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:45:00,970 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:45:31,460 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:46:02,071 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:46:32,570 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:47:03,152 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:47:33,646 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:48:04,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:48:34,720 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:49:05,231 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:49:21,009 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-08 17:49:51,485 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:50:22,078 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:50:52,500 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:51:23,169 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:51:53,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:52:24,303 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:52:54,850 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:53:25,340 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:53:55,905 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:54:26,400 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:54:56,940 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:55:27,411 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:55:57,929 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:56:28,434 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:56:59,098 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:57:29,617 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:58:00,258 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:58:30,790 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:59:01,331 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 17:59:31,824 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:00:02,334 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:00:32,801 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:01:03,289 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:01:33,747 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:02:04,251 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:02:34,731 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:03:05,320 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:03:35,873 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:04:06,434 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:04:36,951 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:05:07,453 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:05:37,985 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:06:08,556 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:06:39,041 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:07:09,596 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:07:40,070 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:08:10,606 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:08:41,078 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:09:11,591 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:09:42,054 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:10:12,618 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:10:43,094 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:11:13,653 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:11:44,164 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:12:14,710 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:12:45,291 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:13:15,792 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:13:46,340 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:14:16,806 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:14:47,311 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:15:17,790 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:15:48,370 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:16:18,854 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:16:49,342 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:17:19,822 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:17:50,376 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:18:20,894 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:18:51,442 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:19:21,900 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:19:52,450 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:20:22,925 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:20:53,439 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:21:23,904 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:21:54,470 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:22:24,939 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:22:55,488 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:23:26,013 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:23:56,573 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:24:27,046 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:24:57,625 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:25:28,113 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:25:58,670 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:26:29,164 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:26:59,744 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:27:30,216 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:28:00,740 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:28:31,194 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:29:01,768 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:29:32,261 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:30:02,785 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:30:33,293 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:31:03,841 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:31:34,341 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:32:04,857 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:32:35,319 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:33:05,839 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:33:36,272 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:34:06,827 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:34:37,282 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:35:07,812 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:35:38,293 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:36:08,766 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:36:39,240 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:37:09,880 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:37:40,437 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:38:10,897 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:38:41,423 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:39:11,892 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:39:42,461 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:40:12,956 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:40:43,499 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:41:14,019 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:41:44,590 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:42:15,076 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:42:45,635 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:43:16,114 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:43:46,627 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:44:17,152 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:44:47,713 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:45:18,175 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:45:48,717 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:46:19,240 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:46:49,825 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:47:20,286 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:47:50,824 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:48:21,380 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:48:51,909 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:49:22,394 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:49:52,987 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:50:23,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:50:54,010 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:51:24,508 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:51:55,115 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:52:25,647 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:52:56,257 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:53:26,729 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:53:57,246 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:54:27,752 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:54:58,330 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:55:28,794 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:55:59,405 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:56:29,921 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:57:00,524 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:57:31,004 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:58:01,582 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:58:32,086 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:59:02,612 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 18:59:33,061 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:00:03,539 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:00:34,172 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:01:04,670 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:01:35,232 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:02:05,749 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:02:36,302 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:03:06,790 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:03:37,296 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:04:07,775 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:04:38,319 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:05:08,851 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:05:39,429 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:06:09,971 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:06:40,526 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:07:11,036 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:07:41,577 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:08:12,055 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:08:42,586 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:09:13,169 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:09:43,732 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:10:14,197 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:10:44,753 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:11:15,219 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:11:45,751 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:12:16,247 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:12:46,806 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:13:17,301 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:13:47,817 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:14:18,303 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:14:48,829 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:15:19,358 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:15:49,905 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:16:20,391 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:16:50,913 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:17:21,542 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:17:52,097 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:18:22,595 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:18:53,104 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:19:23,587 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:19:54,164 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:20:24,720 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:20:55,356 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:21:25,850 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:21:56,363 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:22:26,857 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:22:57,378 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:23:27,906 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:23:58,399 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:24:28,939 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:24:59,429 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:25:29,969 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:26:00,461 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:26:31,100 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:27:01,564 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:27:32,136 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:28:02,631 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:28:33,160 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:29:03,651 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:29:34,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:30:04,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:30:35,129 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:31:05,570 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:31:36,093 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:32:06,603 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:32:37,143 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:33:07,613 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:33:38,139 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:34:08,629 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:34:39,142 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:35:09,668 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:35:40,209 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:36:10,676 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:36:41,238 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:37:11,774 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:37:42,285 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:38:12,766 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:38:43,273 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:39:13,764 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:39:44,309 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:40:14,728 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:40:45,284 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:41:15,770 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:41:46,330 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:42:16,921 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:42:47,461 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:43:17,914 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:43:48,480 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:44:18,954 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:44:49,452 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:45:19,939 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:45:50,494 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:46:21,032 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:46:51,574 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:47:22,061 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:47:52,502 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:48:23,032 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:48:53,555 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:49:24,069 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:49:54,616 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:50:25,220 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:50:55,721 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:51:26,252 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:51:56,757 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:52:27,248 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:52:57,774 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:53:28,294 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:53:58,786 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:54:29,320 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:54:59,779 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:55:30,342 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:56:00,948 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:56:31,447 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:57:02,009 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:57:32,556 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:58:03,084 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:58:33,629 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:59:04,103 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 19:59:34,724 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:00:05,204 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:00:35,820 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:01:06,327 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:01:36,844 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:02:07,288 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:02:37,822 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:03:08,284 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:03:38,840 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:04:09,314 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:04:39,923 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:05:10,464 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:05:41,043 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:06:11,593 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:06:42,126 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:07:12,607 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:07:43,136 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:08:13,615 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:08:44,171 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:09:14,688 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:09:45,212 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:10:15,690 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:10:46,212 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:11:16,684 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:11:47,153 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:12:17,714 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:12:48,210 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:13:18,744 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:13:49,227 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:14:19,762 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:14:50,259 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:15:20,796 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:15:51,274 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:16:21,791 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:16:52,233 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:17:22,804 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:17:53,315 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:18:23,881 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:18:54,364 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:19:25,000 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:19:55,487 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:20:26,137 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:20:56,625 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:21:27,188 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:21:57,669 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:22:28,235 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:22:58,711 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:23:29,287 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:23:59,935 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:24:30,463 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:25:00,934 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:25:31,472 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:26:01,936 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:26:32,517 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:27:03,026 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:27:33,630 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:28:04,113 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:28:34,686 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:29:05,161 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:29:35,680 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:30:06,145 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:30:36,764 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:31:07,219 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:31:37,751 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:32:08,226 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:32:38,831 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:33:09,336 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:33:39,882 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:34:10,417 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:34:40,920 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:35:11,392 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:35:41,871 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:36:12,400 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:36:42,946 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:37:13,484 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:37:43,948 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:38:14,499 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:38:44,999 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:39:15,592 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:39:46,080 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:40:16,598 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:40:47,108 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:41:17,717 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:41:48,206 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:42:18,779 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:42:49,245 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:43:19,788 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:43:50,279 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:44:20,828 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:44:51,321 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:45:21,827 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:45:52,320 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:46:22,834 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:46:53,318 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:47:23,844 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:47:54,300 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:48:24,804 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:48:55,331 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:49:25,929 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:49:56,446 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:50:26,979 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:50:57,472 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:51:28,019 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:51:58,500 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:52:29,115 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:52:59,568 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:53:30,103 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:54:00,590 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:54:31,150 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:55:01,672 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:55:32,226 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:56:02,703 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:56:33,210 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:57:03,759 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:57:34,303 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:58:04,851 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:58:35,374 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:59:05,865 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 20:59:36,341 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:00:06,853 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:00:37,344 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:01:07,858 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:01:38,331 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:02:08,878 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:02:39,357 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:03:09,907 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:03:40,393 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:04:10,935 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:04:41,413 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:05:12,009 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:05:42,493 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:06:12,991 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:06:43,485 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:07:14,014 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:07:44,484 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:08:14,996 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:08:45,473 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:09:16,014 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:09:46,500 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:10:17,005 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:10:47,493 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:11:18,093 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:11:48,546 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:12:19,118 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:12:49,567 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:13:20,086 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:13:50,580 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:14:21,121 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:14:51,610 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:15:22,160 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:15:52,624 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:16:23,209 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:16:53,688 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:17:24,213 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:17:54,690 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:18:25,312 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:18:55,762 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:19:26,316 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:19:56,816 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:20:27,357 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:20:57,805 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:21:28,347 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:21:58,854 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:22:29,409 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:23:00,024 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:23:30,505 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:24:01,092 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:24:31,581 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:25:02,085 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:25:32,554 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:26:03,123 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:26:33,592 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:27:04,093 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:27:34,537 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:28:05,051 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:28:35,544 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:29:06,067 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:29:36,569 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:30:07,114 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:30:37,601 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:31:08,148 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:31:38,613 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:32:09,133 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:32:39,606 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:33:10,134 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:33:40,622 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:34:11,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:34:41,678 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:35:12,199 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:35:42,686 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:36:13,204 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:36:43,675 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:37:14,236 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:37:44,717 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:38:15,290 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:38:45,821 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:39:16,377 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:39:46,864 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:40:17,387 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:40:47,874 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:41:18,409 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:41:48,936 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:42:19,446 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:42:49,890 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:43:20,491 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:43:51,028 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:44:21,561 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:44:52,042 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:45:22,641 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:45:53,115 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:46:23,659 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:46:54,162 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:47:24,632 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:47:55,138 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:48:25,695 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:48:56,303 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:49:26,870 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:49:57,433 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:50:27,903 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:50:58,498 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:51:28,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:51:59,481 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:52:29,991 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:53:00,503 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:53:31,005 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:54:01,541 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:54:32,070 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:55:02,631 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:55:33,106 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:56:03,612 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:56:34,087 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:57:04,605 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:57:35,108 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:58:05,745 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:58:36,198 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:59:06,761 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 21:59:37,217 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:00:07,754 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:00:38,300 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:01:08,834 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:01:39,322 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:02:09,819 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:02:40,319 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:03:10,861 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:03:41,360 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:04:11,864 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:04:42,342 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:05:12,865 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:05:43,402 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:06:13,968 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:06:44,448 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:07:14,978 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:07:45,509 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:08:16,031 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:08:46,531 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:09:17,094 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:09:47,645 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:10:18,185 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:10:48,696 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:11:19,167 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:11:49,711 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:12:20,155 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:12:50,713 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:13:21,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:13:51,696 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:14:22,191 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:14:52,701 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:15:23,167 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:15:53,694 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:16:24,187 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:16:54,724 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:17:25,219 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:17:55,760 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:18:26,255 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:18:56,804 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:19:27,292 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:19:57,831 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:20:28,390 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:20:58,910 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:21:29,511 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:22:00,027 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:22:30,482 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:23:00,987 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:23:31,507 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:24:02,057 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:24:32,556 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:25:03,058 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:25:33,555 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:26:04,079 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:26:34,603 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:27:05,090 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:27:35,597 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:28:06,133 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:28:36,600 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:29:07,136 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:29:37,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:30:08,143 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:30:38,633 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:31:09,214 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:31:39,719 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:32:10,268 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:32:40,818 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:33:11,356 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:33:41,881 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:34:12,430 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:34:42,906 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:35:13,395 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:35:43,917 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:36:14,387 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:36:44,935 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:37:15,539 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:37:46,117 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:38:16,653 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:38:47,256 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:39:17,713 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:39:48,256 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:40:18,718 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:40:49,298 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:41:19,780 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:41:50,340 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:42:20,904 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:42:51,523 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:43:22,016 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:43:52,593 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:44:23,128 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:44:53,653 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:45:24,207 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:45:54,778 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:46:25,256 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:46:55,782 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:47:26,270 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:47:56,780 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:48:27,259 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:48:57,828 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:49:28,359 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:49:58,927 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:50:29,413 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:50:59,930 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:51:30,456 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:52:01,005 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:52:31,475 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:53:02,026 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:53:32,483 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:54:02,994 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:54:33,575 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:55:04,162 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:55:34,706 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:56:05,351 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:56:35,902 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:57:06,449 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:57:36,942 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:58:07,461 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:58:37,982 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:59:08,488 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 22:59:39,168 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:00:09,644 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:00:40,185 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:01:10,710 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:01:41,292 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:02:11,831 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:02:42,387 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:03:12,862 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:03:43,447 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:04:13,980 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:04:44,503 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:05:15,046 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:05:45,587 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:06:16,026 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:06:46,513 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:07:17,005 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:07:47,539 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:08:17,982 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:08:48,535 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:09:18,963 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:09:49,518 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:10:19,970 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:10:50,532 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:11:20,989 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:11:51,566 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:12:22,067 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:12:52,627 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:13:23,113 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:13:53,694 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:14:24,169 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:14:54,708 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:15:25,186 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:15:55,714 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:16:26,163 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:16:56,789 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:17:27,254 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:17:57,805 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:18:28,312 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:18:58,883 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:19:29,376 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:19:59,900 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:20:30,392 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:21:00,993 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:21:31,467 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:22:02,030 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:22:32,524 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:23:03,004 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:23:33,508 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:24:04,012 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:24:34,609 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:25:05,073 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:25:35,623 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:26:06,122 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:26:36,635 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:27:07,128 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:27:37,640 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:28:08,141 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:28:38,727 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:29:09,213 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:29:39,790 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:30:10,269 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:30:40,861 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:31:11,365 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:31:41,872 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:32:12,374 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:32:42,960 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:33:13,493 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:33:44,016 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:34:14,490 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:34:45,048 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:35:15,548 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:35:46,072 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:36:16,558 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:36:47,080 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:37:17,540 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:37:48,186 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:38:18,678 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:38:49,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:39:19,671 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:39:50,206 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:40:20,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:40:51,247 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:41:21,758 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:41:52,308 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:42:22,793 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:42:53,326 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:43:23,811 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:43:54,435 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:44:24,906 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:44:55,442 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:45:25,901 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:45:56,469 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:46:26,960 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:46:57,516 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:47:28,114 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:47:58,599 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:48:29,137 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:48:59,622 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:49:30,140 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:50:00,671 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:50:31,320 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:51:01,829 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:51:32,357 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:52:02,833 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:52:33,374 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:53:03,883 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:53:34,383 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:54:04,863 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:54:35,444 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:55:05,981 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:55:36,496 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:56:06,968 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:56:37,631 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:57:08,107 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:57:38,609 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:58:09,103 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:58:39,660 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:59:10,127 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-08 23:59:40,651 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:00:11,091 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:00:41,606 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:01:12,172 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:01:42,772 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:02:13,252 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:02:43,825 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:03:14,278 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:03:44,816 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:04:15,268 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:04:45,772 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:05:16,261 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:05:46,756 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:06:17,272 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:06:47,779 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:07:18,284 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:07:48,859 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:08:19,332 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:08:49,868 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:09:20,345 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:09:50,926 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:10:21,430 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:10:51,975 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:11:22,538 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:11:53,052 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:12:23,555 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:12:54,018 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:13:24,599 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:13:55,064 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:14:25,609 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:14:56,094 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:15:26,650 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:15:57,125 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:16:27,663 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:16:58,183 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:17:28,788 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:17:59,284 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:18:29,817 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:19:00,310 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:19:30,887 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:20:01,367 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:20:31,906 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:21:02,423 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:21:32,954 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:22:03,401 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:22:33,934 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:23:04,512 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:23:35,024 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:24:05,526 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:24:36,037 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:25:06,494 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:25:37,037 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:26:07,536 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:26:38,059 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:27:08,548 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:27:39,145 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:28:09,709 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:28:40,296 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:29:10,765 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:29:41,286 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:30:11,779 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:30:42,291 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:31:12,801 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:31:43,334 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:32:13,804 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:32:44,417 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:33:14,975 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:33:45,467 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:34:15,949 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:34:46,451 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:35:17,001 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:35:47,494 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:36:18,082 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:36:48,610 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:37:19,117 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:37:49,650 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:38:20,162 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:38:50,689 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:39:21,233 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:39:51,723 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:40:22,317 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:40:52,873 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:41:23,414 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:41:53,921 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:42:24,538 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:42:55,083 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:43:25,635 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:43:56,124 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:44:26,651 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:44:57,166 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:45:27,687 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:45:58,147 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:46:28,760 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:46:59,239 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:47:29,786 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:48:00,346 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:48:30,919 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:49:01,452 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:49:31,955 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:50:02,456 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:50:33,008 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:51:03,509 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:51:34,081 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:52:04,614 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:52:35,141 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:53:05,662 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:53:36,209 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:54:06,735 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:54:37,243 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:55:07,727 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:55:38,427 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:56:08,965 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:56:39,583 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:57:10,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:57:40,601 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:58:11,075 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:58:41,556 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:59:12,147 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 00:59:42,622 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:00:13,136 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:00:43,701 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:01:14,233 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:01:44,703 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:02:15,295 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:02:45,828 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:03:16,383 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:03:46,905 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:04:17,442 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:04:47,935 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:05:18,455 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:05:49,014 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:06:19,606 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:06:50,101 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:07:20,631 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:07:51,125 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:08:21,725 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:08:52,262 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:09:22,829 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:09:53,293 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:10:23,850 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:10:54,333 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:11:24,954 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:11:55,455 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:12:26,038 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:12:56,559 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:13:27,089 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:13:57,572 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:14:28,091 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:14:58,614 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:15:29,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:15:59,650 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:16:30,180 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:17:00,722 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:17:31,298 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:18:01,778 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:18:32,326 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:19:02,816 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:19:33,441 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:20:03,915 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:20:34,589 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:21:05,059 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:21:35,619 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:22:06,094 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:22:36,542 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:23:07,069 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:23:37,557 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:24:08,101 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:24:38,677 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:25:09,232 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:25:39,745 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:26:10,252 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:26:40,715 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:27:11,240 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:27:41,722 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:28:12,205 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:28:42,728 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:29:13,304 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:29:43,786 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:30:14,362 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:30:44,909 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:31:15,443 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:31:45,916 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:32:16,446 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:32:46,931 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:33:17,481 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:33:47,968 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:34:18,500 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:34:48,975 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:35:19,588 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:35:50,052 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:36:20,595 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:36:51,110 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:37:21,666 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:37:52,114 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:38:22,681 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:38:53,157 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:39:23,721 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:39:54,216 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:40:24,742 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:40:55,226 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:41:25,760 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:41:56,253 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:42:26,869 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:42:57,378 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:43:27,978 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:43:58,514 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:44:29,081 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:44:59,616 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:45:30,195 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:46:00,786 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:46:31,364 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:47:01,921 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:47:32,405 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:48:02,976 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:48:33,457 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:49:03,987 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:49:34,467 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:50:04,975 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:50:35,499 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:51:06,021 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:51:36,584 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:52:07,159 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:52:37,677 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:53:08,209 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:53:38,692 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:54:09,296 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:54:39,830 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:55:10,382 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:55:40,858 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:56:11,419 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:56:41,900 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:57:12,423 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:57:42,900 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:58:13,446 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:58:43,929 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:59:14,516 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 01:59:44,991 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:00:15,547 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:00:46,018 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:01:16,545 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:01:47,060 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:02:17,594 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:02:48,110 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:03:18,679 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:03:49,181 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:04:19,717 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:04:50,214 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:05:20,788 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:05:51,283 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:06:21,911 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:06:52,391 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:07:22,978 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:07:53,416 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:08:24,068 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:08:54,532 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:09:25,097 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:09:55,570 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:10:26,110 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:10:56,638 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:11:27,122 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:11:57,671 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:12:28,185 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:12:58,737 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:13:29,196 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:13:59,758 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:14:30,311 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:15:00,893 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:15:31,409 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:16:01,983 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:16:32,473 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:17:03,010 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:17:33,482 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:18:03,979 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:18:34,480 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:19:05,019 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:19:35,512 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:20:06,025 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:20:36,500 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:21:07,017 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:21:37,485 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:22:07,992 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:22:38,465 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:23:09,029 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:23:39,506 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:24:10,042 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:24:40,492 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:25:11,064 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:25:41,519 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:26:12,098 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:26:42,588 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:27:13,116 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:27:43,599 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:28:14,128 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:28:44,589 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:29:15,149 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:29:45,636 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:30:16,181 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:30:46,644 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:31:17,166 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:31:47,599 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:32:18,156 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:32:48,724 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:33:19,253 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:33:49,703 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:34:20,200 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:34:50,731 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:35:21,229 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:35:51,693 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:36:22,197 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:36:52,903 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:37:23,353 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:37:53,888 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:38:24,351 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:38:54,904 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:39:25,368 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:39:55,901 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:40:26,381 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:40:56,922 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:41:27,439 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:41:57,963 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:42:28,429 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:42:58,968 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:43:29,493 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:44:00,013 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:44:30,504 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:45:01,016 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:45:31,504 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:46:01,977 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:46:32,475 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:47:02,975 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:47:33,434 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:48:03,990 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:48:34,459 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:49:04,960 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:49:35,447 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:50:06,064 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:50:36,581 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:51:07,125 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:51:37,561 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:52:08,098 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:52:38,610 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:53:09,125 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:53:39,604 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:54:10,118 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:54:40,631 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:55:11,138 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:55:41,619 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:56:12,145 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:56:42,667 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:57:13,162 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:57:43,620 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:58:14,092 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:58:44,622 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:59:15,077 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 02:59:45,699 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:00:16,165 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:00:46,746 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:01:17,256 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:01:47,767 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:02:18,243 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:02:48,748 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:03:19,200 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:03:49,730 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:04:20,206 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:04:50,734 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:05:21,174 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:05:51,706 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:06:22,198 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:06:52,718 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:07:23,247 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:07:53,799 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:08:24,250 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:08:54,785 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:09:25,308 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:09:55,894 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:10:26,412 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:10:56,960 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:11:27,449 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:11:57,993 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:12:28,472 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:12:58,995 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:13:29,474 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:14:00,046 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:14:30,524 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:15:01,047 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:15:31,531 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:16:02,082 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:16:32,560 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:17:03,080 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:17:33,540 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:18:04,090 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:18:34,625 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:19:05,140 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:19:35,603 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:20:06,170 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:20:36,633 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:21:07,160 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:21:37,624 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:22:08,143 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:22:38,692 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:23:09,165 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:23:39,704 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:24:10,171 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:24:40,686 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:25:11,152 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:25:41,686 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:26:12,212 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:26:42,888 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:27:13,360 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:27:43,879 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:28:14,366 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:28:44,894 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:29:15,393 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:29:45,930 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:30:16,454 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:30:47,004 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:31:17,476 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:31:47,988 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:32:18,444 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:32:48,989 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:33:19,472 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:33:50,028 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:34:20,523 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:34:51,094 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:35:21,579 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:35:52,085 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:36:22,553 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:36:53,050 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:37:23,551 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:37:54,053 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:38:24,626 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:38:55,175 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:39:25,650 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:39:56,199 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:40:26,670 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:40:57,228 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:41:27,695 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:41:58,207 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:42:28,715 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:42:59,345 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:43:29,808 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:44:00,424 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:44:30,951 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:45:01,530 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:45:32,070 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:46:02,552 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:46:33,095 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:47:03,728 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:47:34,237 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:48:04,759 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:48:35,373 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:49:05,819 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:49:36,320 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:50:06,782 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:50:37,397 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:51:07,874 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:51:38,423 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:52:08,929 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:52:39,433 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:53:09,911 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:53:40,432 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:54:10,919 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:54:41,477 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:55:11,951 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:55:42,511 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:56:13,001 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:56:43,522 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:57:13,983 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:57:44,488 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:58:14,941 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:58:45,465 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:59:15,950 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 03:59:46,470 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:00:16,909 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:00:47,474 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:01:17,942 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:01:48,454 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:02:18,887 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:02:49,476 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:03:19,931 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:03:50,443 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:04:20,953 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:04:51,528 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:05:22,051 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:05:52,577 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:06:23,053 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:06:53,562 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:07:24,055 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:07:54,576 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:08:25,073 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:08:55,628 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:09:26,156 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:09:56,634 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:10:27,191 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:10:57,710 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:11:28,268 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:11:58,840 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:12:29,411 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:12:59,876 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:13:30,403 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:14:00,865 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:14:31,419 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:15:01,915 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:15:32,545 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:16:03,017 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:16:33,523 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:17:04,106 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:17:34,629 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:18:05,149 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:18:35,707 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:19:06,184 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:19:36,733 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:20:07,225 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:20:37,707 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:21:08,218 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:21:38,758 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:22:09,228 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:22:39,782 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:23:10,282 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:23:40,844 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:24:11,373 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:24:41,907 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:25:12,405 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:25:43,012 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:26:13,520 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:26:44,071 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:27:14,578 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:27:45,085 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:28:15,552 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:28:46,046 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:29:16,503 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:29:47,012 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:30:17,525 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:30:48,049 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:31:18,563 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:31:49,126 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:32:19,620 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:32:50,159 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:33:20,673 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:33:51,152 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:34:21,777 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:34:52,259 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:35:22,751 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:35:53,226 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:36:23,799 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:36:54,328 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:37:24,846 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:37:55,369 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:38:25,939 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:38:56,438 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:39:27,020 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:39:57,564 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:40:28,088 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:40:58,560 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:41:29,135 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:41:59,605 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:42:30,126 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:43:00,586 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:43:31,133 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:44:01,604 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:44:32,106 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:45:02,573 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:45:33,128 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:46:03,603 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:46:34,116 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:47:04,579 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:47:35,231 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:48:05,755 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:48:36,326 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:49:06,812 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:49:37,376 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:50:07,826 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:50:38,356 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:51:08,812 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:51:39,324 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:52:09,784 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:52:40,421 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:53:10,869 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:53:41,425 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:54:11,952 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:54:42,612 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:55:13,168 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:55:43,669 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:56:14,162 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:56:44,679 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:57:15,164 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:57:45,642 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:58:16,192 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:58:46,652 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:59:17,174 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} +2023-06-09 04:59:47,653 - iceboth - [INFO] - {'dataset': 'icews14_both', 'name': 'iceboth', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 7128, 'num_rel': 12409} diff --git a/log/icews14 b/log/icews14 new file mode 100644 index 0000000..3aeaa69 --- /dev/null +++ b/log/icews14 @@ -0,0 +1,9482 @@ +2023-05-09 17:27:07,372 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'filtered': False} +2023-05-09 17:27:52,575 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'filtered': False} +2023-05-09 17:31:44,370 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'filtered': False} +2023-05-09 17:32:48,202 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'filtered': False} +2023-05-09 17:32:58,157 - icews14 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, icews14 +2023-05-09 17:33:23,206 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'filtered': False} +2023-05-09 17:33:32,513 - icews14 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, icews14 +2023-05-10 05:49:18,545 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'filtered': False} +2023-05-10 05:49:28,379 - icews14 - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, icews14 +2023-05-10 05:50:04,152 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 64, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'filtered': False} +2023-05-10 05:50:12,948 - icews14 - [INFO] - [E:0| 0]: Train Loss:0.70006, Val MRR:0.0, icews14 +2023-05-10 05:51:06,370 - icews14 - [INFO] - [E:0| 100]: Train Loss:0.37166, Val MRR:0.0, icews14 +2023-05-10 05:52:00,490 - icews14 - [INFO] - [E:0| 200]: Train Loss:0.24374, Val MRR:0.0, icews14 +2023-05-10 05:52:54,362 - icews14 - [INFO] - [E:0| 300]: Train Loss:0.18109, Val MRR:0.0, icews14 +2023-05-10 05:53:47,927 - icews14 - [INFO] - [E:0| 400]: Train Loss:0.14422, Val MRR:0.0, icews14 +2023-05-10 05:54:41,840 - icews14 - [INFO] - [E:0| 500]: Train Loss:0.11996, Val MRR:0.0, icews14 +2023-05-10 05:55:25,894 - icews14 - [INFO] - [E:0| 600]: Train Loss:0.10278, Val MRR:0.0, icews14 +2023-05-10 05:56:19,146 - icews14 - [INFO] - [E:0| 700]: Train Loss:0.089983, Val MRR:0.0, icews14 +2023-05-10 05:57:13,136 - icews14 - [INFO] - [E:0| 800]: Train Loss:0.08007, Val MRR:0.0, icews14 +2023-05-10 05:58:07,076 - icews14 - [INFO] - [E:0| 900]: Train Loss:0.072166, Val MRR:0.0, icews14 +2023-05-10 05:59:00,601 - icews14 - [INFO] - [E:0| 1000]: Train Loss:0.065716, Val MRR:0.0, icews14 +2023-05-10 05:59:53,970 - icews14 - [INFO] - [E:0| 1100]: Train Loss:0.060352, Val MRR:0.0, icews14 +2023-05-10 06:00:47,555 - icews14 - [INFO] - [E:0| 1200]: Train Loss:0.055821, Val MRR:0.0, icews14 +2023-05-10 06:01:41,144 - icews14 - [INFO] - [E:0| 1300]: Train Loss:0.051943, Val MRR:0.0, icews14 +2023-05-10 06:02:35,626 - icews14 - [INFO] - [E:0| 1400]: Train Loss:0.048586, Val MRR:0.0, icews14 +2023-05-10 06:03:29,105 - icews14 - [INFO] - [E:0| 1500]: Train Loss:0.045651, Val MRR:0.0, icews14 +2023-05-10 06:04:12,329 - icews14 - [INFO] - [E:0| 1600]: Train Loss:0.043064, Val MRR:0.0, icews14 +2023-05-10 06:05:06,202 - icews14 - [INFO] - [E:0| 1700]: Train Loss:0.040766, Val MRR:0.0, icews14 +2023-05-10 06:06:00,234 - icews14 - [INFO] - [E:0| 1800]: Train Loss:0.038712, Val MRR:0.0, icews14 +2023-05-10 06:06:53,953 - icews14 - [INFO] - [E:0| 1900]: Train Loss:0.036864, Val MRR:0.0, icews14 +2023-05-10 06:07:16,319 - icews14 - [INFO] - [Epoch:0]: Training Loss:0.03614 + +2023-05-10 06:07:16,472 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 06:07:35,876 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 06:07:41,585 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 06:08:01,104 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 06:08:06,345 - icews14 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.09383, Head : 0.06978, Avg : 0.08181 + +2023-05-10 06:08:07,682 - icews14 - [INFO] - [Epoch 0]: Training Loss: 0.036143, Valid MRR: 0.08181, + + + +2023-05-10 06:08:08,370 - icews14 - [INFO] - [E:1| 0]: Train Loss:0.0034597, Val MRR:0.08181, icews14 +2023-05-10 06:09:01,773 - icews14 - [INFO] - [E:1| 100]: Train Loss:0.0033748, Val MRR:0.08181, icews14 +2023-05-10 06:09:54,387 - icews14 - [INFO] - [E:1| 200]: Train Loss:0.0033185, Val MRR:0.08181, icews14 +2023-05-10 06:10:41,175 - icews14 - [INFO] - [E:1| 300]: Train Loss:0.0032639, Val MRR:0.08181, icews14 +2023-05-10 06:11:34,210 - icews14 - [INFO] - [E:1| 400]: Train Loss:0.0032128, Val MRR:0.08181, icews14 +2023-05-10 06:12:27,715 - icews14 - [INFO] - [E:1| 500]: Train Loss:0.0031684, Val MRR:0.08181, icews14 +2023-05-10 06:13:09,829 - icews14 - [INFO] - [E:1| 600]: Train Loss:0.0031269, Val MRR:0.08181, icews14 +2023-05-10 06:14:03,412 - icews14 - [INFO] - [E:1| 700]: Train Loss:0.003088, Val MRR:0.08181, icews14 +2023-05-10 06:14:57,273 - icews14 - [INFO] - [E:1| 800]: Train Loss:0.0030529, Val MRR:0.08181, icews14 +2023-05-10 06:15:51,066 - icews14 - [INFO] - [E:1| 900]: Train Loss:0.0030201, Val MRR:0.08181, icews14 +2023-05-10 06:16:44,624 - icews14 - [INFO] - [E:1| 1000]: Train Loss:0.00299, Val MRR:0.08181, icews14 +2023-05-10 06:17:38,152 - icews14 - [INFO] - [E:1| 1100]: Train Loss:0.0029627, Val MRR:0.08181, icews14 +2023-05-10 06:18:31,924 - icews14 - [INFO] - [E:1| 1200]: Train Loss:0.002936, Val MRR:0.08181, icews14 +2023-05-10 06:19:25,770 - icews14 - [INFO] - [E:1| 1300]: Train Loss:0.0029121, Val MRR:0.08181, icews14 +2023-05-10 06:20:19,326 - icews14 - [INFO] - [E:1| 1400]: Train Loss:0.0028893, Val MRR:0.08181, icews14 +2023-05-10 06:21:12,830 - icews14 - [INFO] - [E:1| 1500]: Train Loss:0.0028678, Val MRR:0.08181, icews14 +2023-05-10 06:21:55,578 - icews14 - [INFO] - [E:1| 1600]: Train Loss:0.002848, Val MRR:0.08181, icews14 +2023-05-10 06:22:49,719 - icews14 - [INFO] - [E:1| 1700]: Train Loss:0.0028296, Val MRR:0.08181, icews14 +2023-05-10 06:23:43,451 - icews14 - [INFO] - [E:1| 1800]: Train Loss:0.0028123, Val MRR:0.08181, icews14 +2023-05-10 06:24:36,960 - icews14 - [INFO] - [E:1| 1900]: Train Loss:0.0027959, Val MRR:0.08181, icews14 +2023-05-10 06:24:59,208 - icews14 - [INFO] - [Epoch:1]: Training Loss:0.002789 + +2023-05-10 06:24:59,370 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 06:25:18,894 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 06:25:24,594 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 06:25:43,935 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 06:25:49,235 - icews14 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.09452, Head : 0.06951, Avg : 0.08201 + +2023-05-10 06:25:51,060 - icews14 - [INFO] - [Epoch 1]: Training Loss: 0.0027894, Valid MRR: 0.08201, + + + +2023-05-10 06:25:51,571 - icews14 - [INFO] - [E:2| 0]: Train Loss:0.0025237, Val MRR:0.08201, icews14 +2023-05-10 06:26:45,889 - icews14 - [INFO] - [E:2| 100]: Train Loss:0.0024988, Val MRR:0.08201, icews14 +2023-05-10 06:27:40,138 - icews14 - [INFO] - [E:2| 200]: Train Loss:0.0024948, Val MRR:0.08201, icews14 +2023-05-10 06:28:33,911 - icews14 - [INFO] - [E:2| 300]: Train Loss:0.002483, Val MRR:0.08201, icews14 +2023-05-10 06:29:27,936 - icews14 - [INFO] - [E:2| 400]: Train Loss:0.0024789, Val MRR:0.08201, icews14 +2023-05-10 06:30:17,477 - icews14 - [INFO] - [E:2| 500]: Train Loss:0.0024733, Val MRR:0.08201, icews14 +2023-05-10 06:31:04,014 - icews14 - [INFO] - [E:2| 600]: Train Loss:0.0024683, Val MRR:0.08201, icews14 +2023-05-10 06:31:57,724 - icews14 - [INFO] - [E:2| 700]: Train Loss:0.0024647, Val MRR:0.08201, icews14 +2023-05-10 06:32:51,450 - icews14 - [INFO] - [E:2| 800]: Train Loss:0.0024609, Val MRR:0.08201, icews14 +2023-05-10 06:33:45,095 - icews14 - [INFO] - [E:2| 900]: Train Loss:0.0024569, Val MRR:0.08201, icews14 +2023-05-10 06:34:39,425 - icews14 - [INFO] - [E:2| 1000]: Train Loss:0.0024547, Val MRR:0.08201, icews14 +2023-05-10 06:35:33,183 - icews14 - [INFO] - [E:2| 1100]: Train Loss:0.0024531, Val MRR:0.08201, icews14 +2023-05-10 06:36:26,982 - icews14 - [INFO] - [E:2| 1200]: Train Loss:0.0024503, Val MRR:0.08201, icews14 +2023-05-10 06:37:20,880 - icews14 - [INFO] - [E:2| 1300]: Train Loss:0.0024475, Val MRR:0.08201, icews14 +2023-05-10 06:38:14,396 - icews14 - [INFO] - [E:2| 1400]: Train Loss:0.0024446, Val MRR:0.08201, icews14 +2023-05-10 06:39:03,670 - icews14 - [INFO] - [E:2| 1500]: Train Loss:0.0024431, Val MRR:0.08201, icews14 +2023-05-10 06:39:49,520 - icews14 - [INFO] - [E:2| 1600]: Train Loss:0.0024411, Val MRR:0.08201, icews14 +2023-05-10 06:40:43,031 - icews14 - [INFO] - [E:2| 1700]: Train Loss:0.0024395, Val MRR:0.08201, icews14 +2023-05-10 06:41:36,791 - icews14 - [INFO] - [E:2| 1800]: Train Loss:0.0024379, Val MRR:0.08201, icews14 +2023-05-10 06:42:30,692 - icews14 - [INFO] - [E:2| 1900]: Train Loss:0.0024365, Val MRR:0.08201, icews14 +2023-05-10 06:42:52,951 - icews14 - [INFO] - [Epoch:2]: Training Loss:0.002436 + +2023-05-10 06:42:53,223 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 06:43:12,332 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 06:43:17,808 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 06:43:36,941 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 06:43:42,321 - icews14 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.12232, Head : 0.09399, Avg : 0.10816 + +2023-05-10 06:43:43,836 - icews14 - [INFO] - [Epoch 2]: Training Loss: 0.0024361, Valid MRR: 0.10816, + + + +2023-05-10 06:43:44,574 - icews14 - [INFO] - [E:3| 0]: Train Loss:0.0024862, Val MRR:0.10816, icews14 +2023-05-10 06:44:39,306 - icews14 - [INFO] - [E:3| 100]: Train Loss:0.0023964, Val MRR:0.10816, icews14 +2023-05-10 06:45:32,875 - icews14 - [INFO] - [E:3| 200]: Train Loss:0.002402, Val MRR:0.10816, icews14 +2023-05-10 06:46:26,428 - icews14 - [INFO] - [E:3| 300]: Train Loss:0.0024011, Val MRR:0.10816, icews14 +2023-05-10 06:47:20,239 - icews14 - [INFO] - [E:3| 400]: Train Loss:0.0024014, Val MRR:0.10816, icews14 +2023-05-10 06:48:02,791 - icews14 - [INFO] - [E:3| 500]: Train Loss:0.0023999, Val MRR:0.10816, icews14 +2023-05-10 06:48:56,347 - icews14 - [INFO] - [E:3| 600]: Train Loss:0.0023997, Val MRR:0.10816, icews14 +2023-05-10 06:49:50,002 - icews14 - [INFO] - [E:3| 700]: Train Loss:0.0023978, Val MRR:0.10816, icews14 +2023-05-10 06:50:44,505 - icews14 - [INFO] - [E:3| 800]: Train Loss:0.0023962, Val MRR:0.10816, icews14 +2023-05-10 06:51:38,794 - icews14 - [INFO] - [E:3| 900]: Train Loss:0.0023957, Val MRR:0.10816, icews14 +2023-05-10 06:52:33,013 - icews14 - [INFO] - [E:3| 1000]: Train Loss:0.0023949, Val MRR:0.10816, icews14 +2023-05-10 06:53:26,866 - icews14 - [INFO] - [E:3| 1100]: Train Loss:0.0023925, Val MRR:0.10816, icews14 +2023-05-10 06:54:20,687 - icews14 - [INFO] - [E:3| 1200]: Train Loss:0.0023906, Val MRR:0.10816, icews14 +2023-05-10 06:55:14,298 - icews14 - [INFO] - [E:3| 1300]: Train Loss:0.0023887, Val MRR:0.10816, icews14 +2023-05-10 06:56:07,897 - icews14 - [INFO] - [E:3| 1400]: Train Loss:0.0023876, Val MRR:0.10816, icews14 +2023-05-10 06:56:50,584 - icews14 - [INFO] - [E:3| 1500]: Train Loss:0.0023861, Val MRR:0.10816, icews14 +2023-05-10 06:57:44,694 - icews14 - [INFO] - [E:3| 1600]: Train Loss:0.0023847, Val MRR:0.10816, icews14 +2023-05-10 06:58:38,128 - icews14 - [INFO] - [E:3| 1700]: Train Loss:0.0023822, Val MRR:0.10816, icews14 +2023-05-10 06:59:27,314 - icews14 - [INFO] - [E:3| 1800]: Train Loss:0.00238, Val MRR:0.10816, icews14 +2023-05-10 07:00:20,969 - icews14 - [INFO] - [E:3| 1900]: Train Loss:0.0023784, Val MRR:0.10816, icews14 +2023-05-10 07:00:43,147 - icews14 - [INFO] - [Epoch:3]: Training Loss:0.002378 + +2023-05-10 07:00:43,306 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 07:01:02,875 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 07:01:08,322 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 07:01:27,888 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 07:01:33,216 - icews14 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.20966, Head : 0.16536, Avg : 0.18751 + +2023-05-10 07:01:34,957 - icews14 - [INFO] - [Epoch 3]: Training Loss: 0.0023778, Valid MRR: 0.18751, + + + +2023-05-10 07:01:35,675 - icews14 - [INFO] - [E:4| 0]: Train Loss:0.0022891, Val MRR:0.18751, icews14 +2023-05-10 07:02:29,858 - icews14 - [INFO] - [E:4| 100]: Train Loss:0.0023207, Val MRR:0.18751, icews14 +2023-05-10 07:03:23,775 - icews14 - [INFO] - [E:4| 200]: Train Loss:0.0023251, Val MRR:0.18751, icews14 +2023-05-10 07:04:17,883 - icews14 - [INFO] - [E:4| 300]: Train Loss:0.0023268, Val MRR:0.18751, icews14 +2023-05-10 07:05:11,221 - icews14 - [INFO] - [E:4| 400]: Train Loss:0.0023259, Val MRR:0.18751, icews14 +2023-05-10 07:05:54,197 - icews14 - [INFO] - [E:4| 500]: Train Loss:0.002326, Val MRR:0.18751, icews14 +2023-05-10 07:06:48,224 - icews14 - [INFO] - [E:4| 600]: Train Loss:0.0023249, Val MRR:0.18751, icews14 +2023-05-10 07:07:42,273 - icews14 - [INFO] - [E:4| 700]: Train Loss:0.0023238, Val MRR:0.18751, icews14 +2023-05-10 07:08:36,315 - icews14 - [INFO] - [E:4| 800]: Train Loss:0.0023222, Val MRR:0.18751, icews14 +2023-05-10 07:09:30,051 - icews14 - [INFO] - [E:4| 900]: Train Loss:0.0023219, Val MRR:0.18751, icews14 +2023-05-10 07:10:23,794 - icews14 - [INFO] - [E:4| 1000]: Train Loss:0.0023206, Val MRR:0.18751, icews14 +2023-05-10 07:11:17,218 - icews14 - [INFO] - [E:4| 1100]: Train Loss:0.0023184, Val MRR:0.18751, icews14 +2023-05-10 07:12:10,876 - icews14 - [INFO] - [E:4| 1200]: Train Loss:0.0023167, Val MRR:0.18751, icews14 +2023-05-10 07:13:04,932 - icews14 - [INFO] - [E:4| 1300]: Train Loss:0.0023156, Val MRR:0.18751, icews14 +2023-05-10 07:13:58,655 - icews14 - [INFO] - [E:4| 1400]: Train Loss:0.0023137, Val MRR:0.18751, icews14 +2023-05-10 07:14:40,835 - icews14 - [INFO] - [E:4| 1500]: Train Loss:0.0023121, Val MRR:0.18751, icews14 +2023-05-10 07:15:35,449 - icews14 - [INFO] - [E:4| 1600]: Train Loss:0.0023102, Val MRR:0.18751, icews14 +2023-05-10 07:16:29,930 - icews14 - [INFO] - [E:4| 1700]: Train Loss:0.0023086, Val MRR:0.18751, icews14 +2023-05-10 07:17:23,873 - icews14 - [INFO] - [E:4| 1800]: Train Loss:0.0023073, Val MRR:0.18751, icews14 +2023-05-10 07:18:17,738 - icews14 - [INFO] - [E:4| 1900]: Train Loss:0.0023064, Val MRR:0.18751, icews14 +2023-05-10 07:18:40,074 - icews14 - [INFO] - [Epoch:4]: Training Loss:0.002306 + +2023-05-10 07:18:40,347 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 07:18:59,629 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 07:19:05,244 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 07:19:24,641 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 07:19:29,933 - icews14 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.27519, Head : 0.21803, Avg : 0.24661 + +2023-05-10 07:19:31,412 - icews14 - [INFO] - [Epoch 4]: Training Loss: 0.0023059, Valid MRR: 0.24661, + + + +2023-05-10 07:19:32,162 - icews14 - [INFO] - [E:5| 0]: Train Loss:0.0022678, Val MRR:0.24661, icews14 +2023-05-10 07:20:26,606 - icews14 - [INFO] - [E:5| 100]: Train Loss:0.0022725, Val MRR:0.24661, icews14 +2023-05-10 07:21:20,060 - icews14 - [INFO] - [E:5| 200]: Train Loss:0.0022697, Val MRR:0.24661, icews14 +2023-05-10 07:22:13,777 - icews14 - [INFO] - [E:5| 300]: Train Loss:0.0022703, Val MRR:0.24661, icews14 +2023-05-10 07:23:00,961 - icews14 - [INFO] - [E:5| 400]: Train Loss:0.0022659, Val MRR:0.24661, icews14 +2023-05-10 07:23:50,301 - icews14 - [INFO] - [E:5| 500]: Train Loss:0.0022644, Val MRR:0.24661, icews14 +2023-05-10 07:24:44,047 - icews14 - [INFO] - [E:5| 600]: Train Loss:0.0022638, Val MRR:0.24661, icews14 +2023-05-10 07:25:38,660 - icews14 - [INFO] - [E:5| 700]: Train Loss:0.0022621, Val MRR:0.24661, icews14 +2023-05-10 07:26:32,282 - icews14 - [INFO] - [E:5| 800]: Train Loss:0.0022608, Val MRR:0.24661, icews14 +2023-05-10 07:27:25,784 - icews14 - [INFO] - [E:5| 900]: Train Loss:0.0022599, Val MRR:0.24661, icews14 +2023-05-10 07:28:19,045 - icews14 - [INFO] - [E:5| 1000]: Train Loss:0.0022584, Val MRR:0.24661, icews14 +2023-05-10 07:29:13,622 - icews14 - [INFO] - [E:5| 1100]: Train Loss:0.002257, Val MRR:0.24661, icews14 +2023-05-10 07:30:08,568 - icews14 - [INFO] - [E:5| 1200]: Train Loss:0.0022553, Val MRR:0.24661, icews14 +2023-05-10 07:31:02,786 - icews14 - [INFO] - [E:5| 1300]: Train Loss:0.0022544, Val MRR:0.24661, icews14 +2023-05-10 07:31:48,037 - icews14 - [INFO] - [E:5| 1400]: Train Loss:0.0022532, Val MRR:0.24661, icews14 +2023-05-10 07:32:38,926 - icews14 - [INFO] - [E:5| 1500]: Train Loss:0.0022519, Val MRR:0.24661, icews14 +2023-05-10 07:33:32,580 - icews14 - [INFO] - [E:5| 1600]: Train Loss:0.0022505, Val MRR:0.24661, icews14 +2023-05-10 07:34:27,000 - icews14 - [INFO] - [E:5| 1700]: Train Loss:0.0022494, Val MRR:0.24661, icews14 +2023-05-10 07:35:20,949 - icews14 - [INFO] - [E:5| 1800]: Train Loss:0.0022483, Val MRR:0.24661, icews14 +2023-05-10 07:36:15,083 - icews14 - [INFO] - [E:5| 1900]: Train Loss:0.002247, Val MRR:0.24661, icews14 +2023-05-10 07:36:37,434 - icews14 - [INFO] - [Epoch:5]: Training Loss:0.002247 + +2023-05-10 07:36:37,707 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 07:36:57,097 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 07:37:02,691 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 07:37:22,088 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 07:37:27,355 - icews14 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.31959, Head : 0.25784, Avg : 0.28871 + +2023-05-10 07:37:28,697 - icews14 - [INFO] - [Epoch 5]: Training Loss: 0.0022465, Valid MRR: 0.28871, + + + +2023-05-10 07:37:29,435 - icews14 - [INFO] - [E:6| 0]: Train Loss:0.0022119, Val MRR:0.28871, icews14 +2023-05-10 07:38:23,113 - icews14 - [INFO] - [E:6| 100]: Train Loss:0.0022191, Val MRR:0.28871, icews14 +2023-05-10 07:39:17,057 - icews14 - [INFO] - [E:6| 200]: Train Loss:0.0022105, Val MRR:0.28871, icews14 +2023-05-10 07:40:11,043 - icews14 - [INFO] - [E:6| 300]: Train Loss:0.0022089, Val MRR:0.28871, icews14 +2023-05-10 07:40:53,046 - icews14 - [INFO] - [E:6| 400]: Train Loss:0.0022088, Val MRR:0.28871, icews14 +2023-05-10 07:41:45,079 - icews14 - [INFO] - [E:6| 500]: Train Loss:0.0022075, Val MRR:0.28871, icews14 +2023-05-10 07:42:37,099 - icews14 - [INFO] - [E:6| 600]: Train Loss:0.0022054, Val MRR:0.28871, icews14 +2023-05-10 07:43:30,397 - icews14 - [INFO] - [E:6| 700]: Train Loss:0.0022051, Val MRR:0.28871, icews14 +2023-05-10 07:44:24,106 - icews14 - [INFO] - [E:6| 800]: Train Loss:0.0022053, Val MRR:0.28871, icews14 +2023-05-10 07:45:17,996 - icews14 - [INFO] - [E:6| 900]: Train Loss:0.0022053, Val MRR:0.28871, icews14 +2023-05-10 07:46:12,346 - icews14 - [INFO] - [E:6| 1000]: Train Loss:0.0022042, Val MRR:0.28871, icews14 +2023-05-10 07:47:03,774 - icews14 - [INFO] - [E:6| 1100]: Train Loss:0.0022032, Val MRR:0.28871, icews14 +2023-05-10 07:47:54,483 - icews14 - [INFO] - [E:6| 1200]: Train Loss:0.002202, Val MRR:0.28871, icews14 +2023-05-10 07:48:49,019 - icews14 - [INFO] - [E:6| 1300]: Train Loss:0.0022011, Val MRR:0.28871, icews14 +2023-05-10 07:49:31,142 - icews14 - [INFO] - [E:6| 1400]: Train Loss:0.0022004, Val MRR:0.28871, icews14 +2023-05-10 07:50:25,251 - icews14 - [INFO] - [E:6| 1500]: Train Loss:0.0021993, Val MRR:0.28871, icews14 +2023-05-10 07:51:18,992 - icews14 - [INFO] - [E:6| 1600]: Train Loss:0.0021987, Val MRR:0.28871, icews14 +2023-05-10 07:52:12,486 - icews14 - [INFO] - [E:6| 1700]: Train Loss:0.0021983, Val MRR:0.28871, icews14 +2023-05-10 07:53:06,106 - icews14 - [INFO] - [E:6| 1800]: Train Loss:0.0021968, Val MRR:0.28871, icews14 +2023-05-10 07:53:59,817 - icews14 - [INFO] - [E:6| 1900]: Train Loss:0.0021958, Val MRR:0.28871, icews14 +2023-05-10 07:54:22,109 - icews14 - [INFO] - [Epoch:6]: Training Loss:0.002196 + +2023-05-10 07:54:22,381 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 07:54:41,501 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 07:54:47,112 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 07:55:06,309 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 07:55:11,523 - icews14 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.34201, Head : 0.27594, Avg : 0.30898 + +2023-05-10 07:55:12,980 - icews14 - [INFO] - [Epoch 6]: Training Loss: 0.0021956, Valid MRR: 0.30898, + + + +2023-05-10 07:55:13,606 - icews14 - [INFO] - [E:7| 0]: Train Loss:0.0022185, Val MRR:0.30898, icews14 +2023-05-10 07:56:07,342 - icews14 - [INFO] - [E:7| 100]: Train Loss:0.0021572, Val MRR:0.30898, icews14 +2023-05-10 07:57:00,509 - icews14 - [INFO] - [E:7| 200]: Train Loss:0.0021567, Val MRR:0.30898, icews14 +2023-05-10 07:57:52,411 - icews14 - [INFO] - [E:7| 300]: Train Loss:0.0021569, Val MRR:0.30898, icews14 +2023-05-10 07:58:37,492 - icews14 - [INFO] - [E:7| 400]: Train Loss:0.002157, Val MRR:0.30898, icews14 +2023-05-10 07:59:31,083 - icews14 - [INFO] - [E:7| 500]: Train Loss:0.0021578, Val MRR:0.30898, icews14 +2023-05-10 08:00:24,704 - icews14 - [INFO] - [E:7| 600]: Train Loss:0.0021567, Val MRR:0.30898, icews14 +2023-05-10 08:01:18,706 - icews14 - [INFO] - [E:7| 700]: Train Loss:0.0021559, Val MRR:0.30898, icews14 +2023-05-10 08:02:12,641 - icews14 - [INFO] - [E:7| 800]: Train Loss:0.0021551, Val MRR:0.30898, icews14 +2023-05-10 08:03:06,692 - icews14 - [INFO] - [E:7| 900]: Train Loss:0.0021548, Val MRR:0.30898, icews14 +2023-05-10 08:04:00,495 - icews14 - [INFO] - [E:7| 1000]: Train Loss:0.0021545, Val MRR:0.30898, icews14 +2023-05-10 08:04:54,188 - icews14 - [INFO] - [E:7| 1100]: Train Loss:0.0021542, Val MRR:0.30898, icews14 +2023-05-10 08:05:47,759 - icews14 - [INFO] - [E:7| 1200]: Train Loss:0.0021538, Val MRR:0.30898, icews14 +2023-05-10 08:06:38,136 - icews14 - [INFO] - [E:7| 1300]: Train Loss:0.0021541, Val MRR:0.30898, icews14 +2023-05-10 08:07:23,723 - icews14 - [INFO] - [E:7| 1400]: Train Loss:0.002154, Val MRR:0.30898, icews14 +2023-05-10 08:08:17,367 - icews14 - [INFO] - [E:7| 1500]: Train Loss:0.0021531, Val MRR:0.30898, icews14 +2023-05-10 08:09:11,160 - icews14 - [INFO] - [E:7| 1600]: Train Loss:0.0021531, Val MRR:0.30898, icews14 +2023-05-10 08:10:05,042 - icews14 - [INFO] - [E:7| 1700]: Train Loss:0.0021529, Val MRR:0.30898, icews14 +2023-05-10 08:10:58,562 - icews14 - [INFO] - [E:7| 1800]: Train Loss:0.0021523, Val MRR:0.30898, icews14 +2023-05-10 08:11:52,262 - icews14 - [INFO] - [E:7| 1900]: Train Loss:0.0021513, Val MRR:0.30898, icews14 +2023-05-10 08:12:14,605 - icews14 - [INFO] - [Epoch:7]: Training Loss:0.002151 + +2023-05-10 08:12:14,757 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 08:12:34,035 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 08:12:39,443 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 08:12:59,182 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 08:13:04,481 - icews14 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.36026, Head : 0.29881, Avg : 0.32954 + +2023-05-10 08:13:05,821 - icews14 - [INFO] - [Epoch 7]: Training Loss: 0.002151, Valid MRR: 0.32954, + + + +2023-05-10 08:13:06,568 - icews14 - [INFO] - [E:8| 0]: Train Loss:0.002158, Val MRR:0.32954, icews14 +2023-05-10 08:14:00,359 - icews14 - [INFO] - [E:8| 100]: Train Loss:0.0021141, Val MRR:0.32954, icews14 +2023-05-10 08:14:53,918 - icews14 - [INFO] - [E:8| 200]: Train Loss:0.0021131, Val MRR:0.32954, icews14 +2023-05-10 08:15:37,047 - icews14 - [INFO] - [E:8| 300]: Train Loss:0.0021146, Val MRR:0.32954, icews14 +2023-05-10 08:16:29,477 - icews14 - [INFO] - [E:8| 400]: Train Loss:0.0021155, Val MRR:0.32954, icews14 +2023-05-10 08:17:23,807 - icews14 - [INFO] - [E:8| 500]: Train Loss:0.0021165, Val MRR:0.32954, icews14 +2023-05-10 08:18:17,828 - icews14 - [INFO] - [E:8| 600]: Train Loss:0.0021178, Val MRR:0.32954, icews14 +2023-05-10 08:19:11,498 - icews14 - [INFO] - [E:8| 700]: Train Loss:0.0021183, Val MRR:0.32954, icews14 +2023-05-10 08:20:04,886 - icews14 - [INFO] - [E:8| 800]: Train Loss:0.0021182, Val MRR:0.32954, icews14 +2023-05-10 08:20:58,655 - icews14 - [INFO] - [E:8| 900]: Train Loss:0.0021182, Val MRR:0.32954, icews14 +2023-05-10 08:21:52,309 - icews14 - [INFO] - [E:8| 1000]: Train Loss:0.0021179, Val MRR:0.32954, icews14 +2023-05-10 08:22:45,972 - icews14 - [INFO] - [E:8| 1100]: Train Loss:0.0021171, Val MRR:0.32954, icews14 +2023-05-10 08:23:39,529 - icews14 - [INFO] - [E:8| 1200]: Train Loss:0.0021173, Val MRR:0.32954, icews14 +2023-05-10 08:24:22,658 - icews14 - [INFO] - [E:8| 1300]: Train Loss:0.0021171, Val MRR:0.32954, icews14 +2023-05-10 08:25:16,498 - icews14 - [INFO] - [E:8| 1400]: Train Loss:0.0021165, Val MRR:0.32954, icews14 +2023-05-10 08:26:10,015 - icews14 - [INFO] - [E:8| 1500]: Train Loss:0.0021161, Val MRR:0.32954, icews14 +2023-05-10 08:27:04,007 - icews14 - [INFO] - [E:8| 1600]: Train Loss:0.0021159, Val MRR:0.32954, icews14 +2023-05-10 08:27:57,727 - icews14 - [INFO] - [E:8| 1700]: Train Loss:0.0021156, Val MRR:0.32954, icews14 +2023-05-10 08:28:51,651 - icews14 - [INFO] - [E:8| 1800]: Train Loss:0.0021155, Val MRR:0.32954, icews14 +2023-05-10 08:29:45,264 - icews14 - [INFO] - [E:8| 1900]: Train Loss:0.0021149, Val MRR:0.32954, icews14 +2023-05-10 08:30:07,541 - icews14 - [INFO] - [Epoch:8]: Training Loss:0.002115 + +2023-05-10 08:30:07,700 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 08:30:27,131 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 08:30:32,740 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 08:30:51,765 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 08:30:57,424 - icews14 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.36904, Head : 0.31041, Avg : 0.33973 + +2023-05-10 08:30:59,091 - icews14 - [INFO] - [Epoch 8]: Training Loss: 0.0021151, Valid MRR: 0.33973, + + + +2023-05-10 08:30:59,833 - icews14 - [INFO] - [E:9| 0]: Train Loss:0.0020322, Val MRR:0.33973, icews14 +2023-05-10 08:31:53,542 - icews14 - [INFO] - [E:9| 100]: Train Loss:0.0020773, Val MRR:0.33973, icews14 +2023-05-10 08:32:46,768 - icews14 - [INFO] - [E:9| 200]: Train Loss:0.0020818, Val MRR:0.33973, icews14 +2023-05-10 08:33:29,253 - icews14 - [INFO] - [E:9| 300]: Train Loss:0.0020859, Val MRR:0.33973, icews14 +2023-05-10 08:34:23,192 - icews14 - [INFO] - [E:9| 400]: Train Loss:0.0020858, Val MRR:0.33973, icews14 +2023-05-10 08:35:17,236 - icews14 - [INFO] - [E:9| 500]: Train Loss:0.0020873, Val MRR:0.33973, icews14 +2023-05-10 08:36:05,512 - icews14 - [INFO] - [E:9| 600]: Train Loss:0.0020875, Val MRR:0.33973, icews14 +2023-05-10 08:36:58,973 - icews14 - [INFO] - [E:9| 700]: Train Loss:0.0020879, Val MRR:0.33973, icews14 +2023-05-10 08:37:53,304 - icews14 - [INFO] - [E:9| 800]: Train Loss:0.0020889, Val MRR:0.33973, icews14 +2023-05-10 08:38:47,426 - icews14 - [INFO] - [E:9| 900]: Train Loss:0.0020886, Val MRR:0.33973, icews14 +2023-05-10 08:39:41,522 - icews14 - [INFO] - [E:9| 1000]: Train Loss:0.002089, Val MRR:0.33973, icews14 +2023-05-10 08:40:35,929 - icews14 - [INFO] - [E:9| 1100]: Train Loss:0.0020892, Val MRR:0.33973, icews14 +2023-05-10 08:41:30,445 - icews14 - [INFO] - [E:9| 1200]: Train Loss:0.0020893, Val MRR:0.33973, icews14 +2023-05-10 08:42:13,111 - icews14 - [INFO] - [E:9| 1300]: Train Loss:0.0020887, Val MRR:0.33973, icews14 +2023-05-10 08:43:06,761 - icews14 - [INFO] - [E:9| 1400]: Train Loss:0.002089, Val MRR:0.33973, icews14 +2023-05-10 08:44:00,195 - icews14 - [INFO] - [E:9| 1500]: Train Loss:0.0020893, Val MRR:0.33973, icews14 +2023-05-10 08:44:54,191 - icews14 - [INFO] - [E:9| 1600]: Train Loss:0.0020894, Val MRR:0.33973, icews14 +2023-05-10 08:45:47,484 - icews14 - [INFO] - [E:9| 1700]: Train Loss:0.0020891, Val MRR:0.33973, icews14 +2023-05-10 08:46:41,311 - icews14 - [INFO] - [E:9| 1800]: Train Loss:0.0020882, Val MRR:0.33973, icews14 +2023-05-10 08:47:35,136 - icews14 - [INFO] - [E:9| 1900]: Train Loss:0.0020883, Val MRR:0.33973, icews14 +2023-05-10 08:47:57,644 - icews14 - [INFO] - [Epoch:9]: Training Loss:0.002088 + +2023-05-10 08:47:57,777 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 08:48:17,264 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 08:48:22,730 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 08:48:41,860 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 08:48:47,053 - icews14 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.3784, Head : 0.32311, Avg : 0.35075 + MR: Tail : 224.33, Head : 258.72, Avg : 241.53 + Hit-1: Tail : 0.27807, Head : 0.22551, Avg : 0.25179 + Hit-3: Tail : 0.42177, Head : 0.35987, Avg : 0.39082 + Hit-10: Tail : 0.56827, Head : 0.5179, Avg : 0.54309 +2023-05-10 08:48:48,631 - icews14 - [INFO] - [Epoch 9]: Training Loss: 0.0020881, Valid MRR: 0.35075, + + + +2023-05-10 08:48:49,377 - icews14 - [INFO] - [E:10| 0]: Train Loss:0.0021082, Val MRR:0.35075, icews14 +2023-05-10 08:49:43,739 - icews14 - [INFO] - [E:10| 100]: Train Loss:0.0020581, Val MRR:0.35075, icews14 +2023-05-10 08:50:34,238 - icews14 - [INFO] - [E:10| 200]: Train Loss:0.002058, Val MRR:0.35075, icews14 +2023-05-10 08:51:19,514 - icews14 - [INFO] - [E:10| 300]: Train Loss:0.0020604, Val MRR:0.35075, icews14 +2023-05-10 08:52:13,776 - icews14 - [INFO] - [E:10| 400]: Train Loss:0.0020625, Val MRR:0.35075, icews14 +2023-05-10 08:53:08,126 - icews14 - [INFO] - [E:10| 500]: Train Loss:0.0020626, Val MRR:0.35075, icews14 +2023-05-10 08:54:02,248 - icews14 - [INFO] - [E:10| 600]: Train Loss:0.0020627, Val MRR:0.35075, icews14 +2023-05-10 08:54:56,441 - icews14 - [INFO] - [E:10| 700]: Train Loss:0.0020616, Val MRR:0.35075, icews14 +2023-05-10 08:55:50,087 - icews14 - [INFO] - [E:10| 800]: Train Loss:0.0020603, Val MRR:0.35075, icews14 +2023-05-10 08:56:43,813 - icews14 - [INFO] - [E:10| 900]: Train Loss:0.0020616, Val MRR:0.35075, icews14 +2023-05-10 08:57:37,763 - icews14 - [INFO] - [E:10| 1000]: Train Loss:0.0020624, Val MRR:0.35075, icews14 +2023-05-10 08:58:31,768 - icews14 - [INFO] - [E:10| 1100]: Train Loss:0.0020632, Val MRR:0.35075, icews14 +2023-05-10 08:59:21,962 - icews14 - [INFO] - [E:10| 1200]: Train Loss:0.0020633, Val MRR:0.35075, icews14 +2023-05-10 09:00:09,366 - icews14 - [INFO] - [E:10| 1300]: Train Loss:0.0020641, Val MRR:0.35075, icews14 +2023-05-10 09:01:04,710 - icews14 - [INFO] - [E:10| 1400]: Train Loss:0.0020641, Val MRR:0.35075, icews14 +2023-05-10 09:01:59,299 - icews14 - [INFO] - [E:10| 1500]: Train Loss:0.0020642, Val MRR:0.35075, icews14 +2023-05-10 09:02:55,207 - icews14 - [INFO] - [E:10| 1600]: Train Loss:0.0020645, Val MRR:0.35075, icews14 +2023-05-10 09:03:49,715 - icews14 - [INFO] - [E:10| 1700]: Train Loss:0.0020646, Val MRR:0.35075, icews14 +2023-05-10 09:04:43,757 - icews14 - [INFO] - [E:10| 1800]: Train Loss:0.0020651, Val MRR:0.35075, icews14 +2023-05-10 09:05:37,457 - icews14 - [INFO] - [E:10| 1900]: Train Loss:0.0020656, Val MRR:0.35075, icews14 +2023-05-10 09:05:59,623 - icews14 - [INFO] - [Epoch:10]: Training Loss:0.002066 + +2023-05-10 09:05:59,756 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 09:06:19,223 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 09:06:24,747 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 09:06:44,125 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 09:06:49,417 - icews14 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.38273, Head : 0.32909, Avg : 0.35591 + +2023-05-10 09:06:50,778 - icews14 - [INFO] - [Epoch 10]: Training Loss: 0.0020657, Valid MRR: 0.35591, + + + +2023-05-10 09:06:51,515 - icews14 - [INFO] - [E:11| 0]: Train Loss:0.0020596, Val MRR:0.35591, icews14 +2023-05-10 09:07:45,158 - icews14 - [INFO] - [E:11| 100]: Train Loss:0.0020415, Val MRR:0.35591, icews14 +2023-05-10 09:08:27,951 - icews14 - [INFO] - [E:11| 200]: Train Loss:0.0020352, Val MRR:0.35591, icews14 +2023-05-10 09:09:21,619 - icews14 - [INFO] - [E:11| 300]: Train Loss:0.0020366, Val MRR:0.35591, icews14 +2023-05-10 09:10:15,453 - icews14 - [INFO] - [E:11| 400]: Train Loss:0.0020389, Val MRR:0.35591, icews14 +2023-05-10 09:11:09,362 - icews14 - [INFO] - [E:11| 500]: Train Loss:0.0020409, Val MRR:0.35591, icews14 +2023-05-10 09:12:03,014 - icews14 - [INFO] - [E:11| 600]: Train Loss:0.0020425, Val MRR:0.35591, icews14 +2023-05-10 09:12:55,150 - icews14 - [INFO] - [E:11| 700]: Train Loss:0.0020442, Val MRR:0.35591, icews14 +2023-05-10 09:13:47,540 - icews14 - [INFO] - [E:11| 800]: Train Loss:0.0020444, Val MRR:0.35591, icews14 +2023-05-10 09:14:41,026 - icews14 - [INFO] - [E:11| 900]: Train Loss:0.0020452, Val MRR:0.35591, icews14 +2023-05-10 09:15:35,669 - icews14 - [INFO] - [E:11| 1000]: Train Loss:0.0020443, Val MRR:0.35591, icews14 +2023-05-10 09:16:30,722 - icews14 - [INFO] - [E:11| 1100]: Train Loss:0.0020442, Val MRR:0.35591, icews14 +2023-05-10 09:17:10,681 - icews14 - [INFO] - [E:11| 1200]: Train Loss:0.0020449, Val MRR:0.35591, icews14 +2023-05-10 09:18:06,366 - icews14 - [INFO] - [E:11| 1300]: Train Loss:0.0020451, Val MRR:0.35591, icews14 +2023-05-10 09:19:00,115 - icews14 - [INFO] - [E:11| 1400]: Train Loss:0.0020449, Val MRR:0.35591, icews14 +2023-05-10 09:19:53,812 - icews14 - [INFO] - [E:11| 1500]: Train Loss:0.0020455, Val MRR:0.35591, icews14 +2023-05-10 09:20:47,973 - icews14 - [INFO] - [E:11| 1600]: Train Loss:0.0020459, Val MRR:0.35591, icews14 +2023-05-10 09:21:42,273 - icews14 - [INFO] - [E:11| 1700]: Train Loss:0.0020461, Val MRR:0.35591, icews14 +2023-05-10 09:22:03,750 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-10 09:22:16,436 - icews14 - [INFO] - [Test, Tail_Batch Step 0] icews14 +2023-05-10 09:22:47,126 - icews14 - [INFO] - [E:11| 1800]: Train Loss:0.0020465, Val MRR:0.35591, icews14 +2023-05-10 09:22:53,974 - icews14 - [INFO] - [Test, Head_Batch Step 0] icews14 +2023-05-10 09:23:31,052 - icews14 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.37486, Head : 0.31482, Avg : 0.34484 + MR: Tail : 224.45, Head : 255.45, Avg : 239.95 + Hit-1: Tail : 0.27704, Head : 0.21417, Avg : 0.24561 + Hit-3: Tail : 0.41369, Head : 0.35385, Avg : 0.38377 + Hit-10: Tail : 0.56753, Head : 0.51326, Avg : 0.5404 +2023-05-10 09:23:55,846 - icews14 - [INFO] - [E:11| 1900]: Train Loss:0.002047, Val MRR:0.35591, icews14 +2023-05-10 09:24:18,120 - icews14 - [INFO] - [Epoch:11]: Training Loss:0.002047 + +2023-05-10 09:24:18,265 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 09:24:37,629 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 09:24:41,922 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 09:24:54,890 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 09:25:00,422 - icews14 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.38847, Head : 0.337, Avg : 0.36274 + +2023-05-10 09:25:05,207 - icews14 - [INFO] - [Epoch 11]: Training Loss: 0.0020469, Valid MRR: 0.36274, + + + +2023-05-10 09:25:05,963 - icews14 - [INFO] - [E:12| 0]: Train Loss:0.0019955, Val MRR:0.36274, icews14 +2023-05-10 09:25:59,606 - icews14 - [INFO] - [E:12| 100]: Train Loss:0.0020247, Val MRR:0.36274, icews14 +2023-05-10 09:26:42,209 - icews14 - [INFO] - [E:12| 200]: Train Loss:0.0020261, Val MRR:0.36274, icews14 +2023-05-10 09:27:36,266 - icews14 - [INFO] - [E:12| 300]: Train Loss:0.002026, Val MRR:0.36274, icews14 +2023-05-10 09:28:29,768 - icews14 - [INFO] - [E:12| 400]: Train Loss:0.0020255, Val MRR:0.36274, icews14 +2023-05-10 09:29:23,418 - icews14 - [INFO] - [E:12| 500]: Train Loss:0.0020266, Val MRR:0.36274, icews14 +2023-05-10 09:30:17,278 - icews14 - [INFO] - [E:12| 600]: Train Loss:0.002026, Val MRR:0.36274, icews14 +2023-05-10 09:31:11,353 - icews14 - [INFO] - [E:12| 700]: Train Loss:0.0020273, Val MRR:0.36274, icews14 +2023-05-10 09:32:05,353 - icews14 - [INFO] - [E:12| 800]: Train Loss:0.0020274, Val MRR:0.36274, icews14 +2023-05-10 09:32:59,762 - icews14 - [INFO] - [E:12| 900]: Train Loss:0.0020278, Val MRR:0.36274, icews14 +2023-05-10 09:33:53,533 - icews14 - [INFO] - [E:12| 1000]: Train Loss:0.0020278, Val MRR:0.36274, icews14 +2023-05-10 09:34:47,449 - icews14 - [INFO] - [E:12| 1100]: Train Loss:0.0020282, Val MRR:0.36274, icews14 +2023-05-10 09:35:30,673 - icews14 - [INFO] - [E:12| 1200]: Train Loss:0.0020282, Val MRR:0.36274, icews14 +2023-05-10 09:36:24,787 - icews14 - [INFO] - [E:12| 1300]: Train Loss:0.002029, Val MRR:0.36274, icews14 +2023-05-10 09:37:18,476 - icews14 - [INFO] - [E:12| 1400]: Train Loss:0.0020295, Val MRR:0.36274, icews14 +2023-05-10 09:38:12,433 - icews14 - [INFO] - [E:12| 1500]: Train Loss:0.0020295, Val MRR:0.36274, icews14 +2023-05-10 09:39:06,037 - icews14 - [INFO] - [E:12| 1600]: Train Loss:0.0020299, Val MRR:0.36274, icews14 +2023-05-10 09:40:00,529 - icews14 - [INFO] - [E:12| 1700]: Train Loss:0.0020299, Val MRR:0.36274, icews14 +2023-05-10 09:40:54,374 - icews14 - [INFO] - [E:12| 1800]: Train Loss:0.0020302, Val MRR:0.36274, icews14 +2023-05-10 09:41:48,042 - icews14 - [INFO] - [E:12| 1900]: Train Loss:0.0020309, Val MRR:0.36274, icews14 +2023-05-10 09:42:10,853 - icews14 - [INFO] - [Epoch:12]: Training Loss:0.002031 + +2023-05-10 09:42:11,121 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 09:42:30,452 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 09:42:36,029 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 09:42:55,332 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 09:43:00,574 - icews14 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.38912, Head : 0.33927, Avg : 0.3642 + +2023-05-10 09:43:01,976 - icews14 - [INFO] - [Epoch 12]: Training Loss: 0.0020308, Valid MRR: 0.3642, + + + +2023-05-10 09:43:02,722 - icews14 - [INFO] - [E:13| 0]: Train Loss:0.0019524, Val MRR:0.3642, icews14 +2023-05-10 09:43:53,535 - icews14 - [INFO] - [E:13| 100]: Train Loss:0.0020077, Val MRR:0.3642, icews14 +2023-05-10 09:44:39,197 - icews14 - [INFO] - [E:13| 200]: Train Loss:0.0020031, Val MRR:0.3642, icews14 +2023-05-10 09:45:32,786 - icews14 - [INFO] - [E:13| 300]: Train Loss:0.0020064, Val MRR:0.3642, icews14 +2023-05-10 09:46:26,691 - icews14 - [INFO] - [E:13| 400]: Train Loss:0.0020085, Val MRR:0.3642, icews14 +2023-05-10 09:47:20,379 - icews14 - [INFO] - [E:13| 500]: Train Loss:0.002007, Val MRR:0.3642, icews14 +2023-05-10 09:48:13,882 - icews14 - [INFO] - [E:13| 600]: Train Loss:0.0020087, Val MRR:0.3642, icews14 +2023-05-10 09:49:07,541 - icews14 - [INFO] - [E:13| 700]: Train Loss:0.0020101, Val MRR:0.3642, icews14 +2023-05-10 09:50:01,735 - icews14 - [INFO] - [E:13| 800]: Train Loss:0.0020109, Val MRR:0.3642, icews14 +2023-05-10 09:50:56,431 - icews14 - [INFO] - [E:13| 900]: Train Loss:0.0020113, Val MRR:0.3642, icews14 +2023-05-10 09:51:51,366 - icews14 - [INFO] - [E:13| 1000]: Train Loss:0.0020116, Val MRR:0.3642, icews14 +2023-05-10 09:52:42,920 - icews14 - [INFO] - [E:13| 1100]: Train Loss:0.0020118, Val MRR:0.3642, icews14 +2023-05-10 09:53:30,549 - icews14 - [INFO] - [E:13| 1200]: Train Loss:0.0020123, Val MRR:0.3642, icews14 +2023-05-10 09:54:23,908 - icews14 - [INFO] - [E:13| 1300]: Train Loss:0.0020132, Val MRR:0.3642, icews14 +2023-05-10 09:55:18,381 - icews14 - [INFO] - [E:13| 1400]: Train Loss:0.0020136, Val MRR:0.3642, icews14 +2023-05-10 09:56:13,364 - icews14 - [INFO] - [E:13| 1500]: Train Loss:0.002014, Val MRR:0.3642, icews14 +2023-05-10 09:57:08,160 - icews14 - [INFO] - [E:13| 1600]: Train Loss:0.0020147, Val MRR:0.3642, icews14 +2023-05-10 09:58:02,011 - icews14 - [INFO] - [E:13| 1700]: Train Loss:0.0020153, Val MRR:0.3642, icews14 +2023-05-10 09:58:55,639 - icews14 - [INFO] - [E:13| 1800]: Train Loss:0.0020161, Val MRR:0.3642, icews14 +2023-05-10 09:59:49,583 - icews14 - [INFO] - [E:13| 1900]: Train Loss:0.0020168, Val MRR:0.3642, icews14 +2023-05-10 10:00:12,104 - icews14 - [INFO] - [Epoch:13]: Training Loss:0.002017 + +2023-05-10 10:00:12,372 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 10:00:31,680 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 10:00:37,198 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 10:00:56,403 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 10:01:01,684 - icews14 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.39236, Head : 0.34117, Avg : 0.36677 + +2023-05-10 10:01:03,219 - icews14 - [INFO] - [Epoch 13]: Training Loss: 0.0020168, Valid MRR: 0.36677, + + + +2023-05-10 10:01:03,656 - icews14 - [INFO] - [E:14| 0]: Train Loss:0.0019088, Val MRR:0.36677, icews14 +2023-05-10 10:01:47,261 - icews14 - [INFO] - [E:14| 100]: Train Loss:0.0019869, Val MRR:0.36677, icews14 +2023-05-10 10:02:41,698 - icews14 - [INFO] - [E:14| 200]: Train Loss:0.0019895, Val MRR:0.36677, icews14 +2023-05-10 10:03:35,182 - icews14 - [INFO] - [E:14| 300]: Train Loss:0.0019936, Val MRR:0.36677, icews14 +2023-05-10 10:04:28,579 - icews14 - [INFO] - [E:14| 400]: Train Loss:0.001996, Val MRR:0.36677, icews14 +2023-05-10 10:05:22,222 - icews14 - [INFO] - [E:14| 500]: Train Loss:0.0019985, Val MRR:0.36677, icews14 +2023-05-10 10:06:16,281 - icews14 - [INFO] - [E:14| 600]: Train Loss:0.0020002, Val MRR:0.36677, icews14 +2023-05-10 10:07:10,251 - icews14 - [INFO] - [E:14| 700]: Train Loss:0.0019998, Val MRR:0.36677, icews14 +2023-05-10 10:08:04,217 - icews14 - [INFO] - [E:14| 800]: Train Loss:0.002, Val MRR:0.36677, icews14 +2023-05-10 10:08:57,900 - icews14 - [INFO] - [E:14| 900]: Train Loss:0.0020006, Val MRR:0.36677, icews14 +2023-05-10 10:09:51,852 - icews14 - [INFO] - [E:14| 1000]: Train Loss:0.0020017, Val MRR:0.36677, icews14 +2023-05-10 10:10:34,452 - icews14 - [INFO] - [E:14| 1100]: Train Loss:0.0020015, Val MRR:0.36677, icews14 +2023-05-10 10:11:27,613 - icews14 - [INFO] - [E:14| 1200]: Train Loss:0.0020015, Val MRR:0.36677, icews14 +2023-05-10 10:12:21,303 - icews14 - [INFO] - [E:14| 1300]: Train Loss:0.0020015, Val MRR:0.36677, icews14 +2023-05-10 10:13:15,167 - icews14 - [INFO] - [E:14| 1400]: Train Loss:0.0020017, Val MRR:0.36677, icews14 +2023-05-10 10:14:03,535 - icews14 - [INFO] - [E:14| 1500]: Train Loss:0.0020018, Val MRR:0.36677, icews14 +2023-05-10 10:14:57,402 - icews14 - [INFO] - [E:14| 1600]: Train Loss:0.002002, Val MRR:0.36677, icews14 +2023-05-10 10:15:51,373 - icews14 - [INFO] - [E:14| 1700]: Train Loss:0.0020021, Val MRR:0.36677, icews14 +2023-05-10 10:16:45,366 - icews14 - [INFO] - [E:14| 1800]: Train Loss:0.0020026, Val MRR:0.36677, icews14 +2023-05-10 10:17:39,374 - icews14 - [INFO] - [E:14| 1900]: Train Loss:0.0020032, Val MRR:0.36677, icews14 +2023-05-10 10:18:01,701 - icews14 - [INFO] - [Epoch:14]: Training Loss:0.002004 + +2023-05-10 10:18:01,856 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 10:18:21,004 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 10:18:26,686 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 10:18:45,889 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 10:18:51,223 - icews14 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.39429, Head : 0.34495, Avg : 0.36962 + +2023-05-10 10:18:53,228 - icews14 - [INFO] - [Epoch 14]: Training Loss: 0.0020036, Valid MRR: 0.36962, + + + +2023-05-10 10:18:53,960 - icews14 - [INFO] - [E:15| 0]: Train Loss:0.0019916, Val MRR:0.36962, icews14 +2023-05-10 10:19:37,068 - icews14 - [INFO] - [E:15| 100]: Train Loss:0.0019814, Val MRR:0.36962, icews14 +2023-05-10 10:20:31,441 - icews14 - [INFO] - [E:15| 200]: Train Loss:0.001986, Val MRR:0.36962, icews14 +2023-05-10 10:21:25,745 - icews14 - [INFO] - [E:15| 300]: Train Loss:0.0019864, Val MRR:0.36962, icews14 +2023-05-10 10:22:19,520 - icews14 - [INFO] - [E:15| 400]: Train Loss:0.0019861, Val MRR:0.36962, icews14 +2023-05-10 10:23:12,830 - icews14 - [INFO] - [E:15| 500]: Train Loss:0.0019866, Val MRR:0.36962, icews14 +2023-05-10 10:24:06,978 - icews14 - [INFO] - [E:15| 600]: Train Loss:0.0019888, Val MRR:0.36962, icews14 +2023-05-10 10:25:01,014 - icews14 - [INFO] - [E:15| 700]: Train Loss:0.0019891, Val MRR:0.36962, icews14 +2023-05-10 10:25:54,816 - icews14 - [INFO] - [E:15| 800]: Train Loss:0.001988, Val MRR:0.36962, icews14 +2023-05-10 10:26:48,566 - icews14 - [INFO] - [E:15| 900]: Train Loss:0.001988, Val MRR:0.36962, icews14 +2023-05-10 10:27:42,355 - icews14 - [INFO] - [E:15| 1000]: Train Loss:0.0019884, Val MRR:0.36962, icews14 +2023-05-10 10:28:26,118 - icews14 - [INFO] - [E:15| 1100]: Train Loss:0.0019889, Val MRR:0.36962, icews14 +2023-05-10 10:29:19,861 - icews14 - [INFO] - [E:15| 1200]: Train Loss:0.0019901, Val MRR:0.36962, icews14 +2023-05-10 10:30:13,554 - icews14 - [INFO] - [E:15| 1300]: Train Loss:0.0019899, Val MRR:0.36962, icews14 +2023-05-10 10:31:07,828 - icews14 - [INFO] - [E:15| 1400]: Train Loss:0.0019906, Val MRR:0.36962, icews14 +2023-05-10 10:32:02,200 - icews14 - [INFO] - [E:15| 1500]: Train Loss:0.0019912, Val MRR:0.36962, icews14 +2023-05-10 10:32:56,176 - icews14 - [INFO] - [E:15| 1600]: Train Loss:0.001991, Val MRR:0.36962, icews14 +2023-05-10 10:33:49,848 - icews14 - [INFO] - [E:15| 1700]: Train Loss:0.0019913, Val MRR:0.36962, icews14 +2023-05-10 10:34:43,262 - icews14 - [INFO] - [E:15| 1800]: Train Loss:0.0019921, Val MRR:0.36962, icews14 +2023-05-10 10:35:37,431 - icews14 - [INFO] - [E:15| 1900]: Train Loss:0.0019928, Val MRR:0.36962, icews14 +2023-05-10 10:35:59,876 - icews14 - [INFO] - [Epoch:15]: Training Loss:0.001993 + +2023-05-10 10:36:00,150 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 10:36:19,077 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 10:36:24,696 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 10:36:38,324 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 10:36:41,339 - icews14 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.39745, Head : 0.34839, Avg : 0.37292 + +2023-05-10 10:36:43,201 - icews14 - [INFO] - [Epoch 15]: Training Loss: 0.0019928, Valid MRR: 0.37292, + + + +2023-05-10 10:36:43,545 - icews14 - [INFO] - [E:16| 0]: Train Loss:0.0019164, Val MRR:0.37292, icews14 +2023-05-10 10:37:34,391 - icews14 - [INFO] - [E:16| 100]: Train Loss:0.0019666, Val MRR:0.37292, icews14 +2023-05-10 10:38:28,029 - icews14 - [INFO] - [E:16| 200]: Train Loss:0.0019696, Val MRR:0.37292, icews14 +2023-05-10 10:39:22,651 - icews14 - [INFO] - [E:16| 300]: Train Loss:0.0019712, Val MRR:0.37292, icews14 +2023-05-10 10:40:16,439 - icews14 - [INFO] - [E:16| 400]: Train Loss:0.0019751, Val MRR:0.37292, icews14 +2023-05-10 10:41:09,984 - icews14 - [INFO] - [E:16| 500]: Train Loss:0.0019757, Val MRR:0.37292, icews14 +2023-05-10 10:42:03,728 - icews14 - [INFO] - [E:16| 600]: Train Loss:0.0019764, Val MRR:0.37292, icews14 +2023-05-10 10:42:57,382 - icews14 - [INFO] - [E:16| 700]: Train Loss:0.0019773, Val MRR:0.37292, icews14 +2023-05-10 10:43:49,690 - icews14 - [INFO] - [E:16| 800]: Train Loss:0.0019774, Val MRR:0.37292, icews14 +2023-05-10 10:44:41,521 - icews14 - [INFO] - [E:16| 900]: Train Loss:0.0019778, Val MRR:0.37292, icews14 +2023-05-10 10:45:24,492 - icews14 - [INFO] - [E:16| 1000]: Train Loss:0.0019782, Val MRR:0.37292, icews14 +2023-05-10 10:46:17,176 - icews14 - [INFO] - [E:16| 1100]: Train Loss:0.0019781, Val MRR:0.37292, icews14 +2023-05-10 10:47:10,932 - icews14 - [INFO] - [E:16| 1200]: Train Loss:0.0019786, Val MRR:0.37292, icews14 +2023-05-10 10:48:05,042 - icews14 - [INFO] - [E:16| 1300]: Train Loss:0.0019795, Val MRR:0.37292, icews14 +2023-05-10 10:48:58,549 - icews14 - [INFO] - [E:16| 1400]: Train Loss:0.0019801, Val MRR:0.37292, icews14 +2023-05-10 10:49:52,269 - icews14 - [INFO] - [E:16| 1500]: Train Loss:0.0019802, Val MRR:0.37292, icews14 +2023-05-10 10:50:46,406 - icews14 - [INFO] - [E:16| 1600]: Train Loss:0.0019813, Val MRR:0.37292, icews14 +2023-05-10 10:51:40,484 - icews14 - [INFO] - [E:16| 1700]: Train Loss:0.0019817, Val MRR:0.37292, icews14 +2023-05-10 10:52:33,503 - icews14 - [INFO] - [E:16| 1800]: Train Loss:0.0019816, Val MRR:0.37292, icews14 +2023-05-10 10:53:27,253 - icews14 - [INFO] - [E:16| 1900]: Train Loss:0.0019821, Val MRR:0.37292, icews14 +2023-05-10 10:53:49,597 - icews14 - [INFO] - [Epoch:16]: Training Loss:0.001982 + +2023-05-10 10:53:49,849 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 10:54:02,081 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 10:54:05,204 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 10:54:19,665 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 10:54:24,841 - icews14 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.40087, Head : 0.35121, Avg : 0.37604 + +2023-05-10 10:54:26,792 - icews14 - [INFO] - [Epoch 16]: Training Loss: 0.0019823, Valid MRR: 0.37604, + + + +2023-05-10 10:54:27,461 - icews14 - [INFO] - [E:17| 0]: Train Loss:0.0020528, Val MRR:0.37604, icews14 +2023-05-10 10:55:21,259 - icews14 - [INFO] - [E:17| 100]: Train Loss:0.0019537, Val MRR:0.37604, icews14 +2023-05-10 10:56:15,048 - icews14 - [INFO] - [E:17| 200]: Train Loss:0.0019572, Val MRR:0.37604, icews14 +2023-05-10 10:57:08,802 - icews14 - [INFO] - [E:17| 300]: Train Loss:0.001959, Val MRR:0.37604, icews14 +2023-05-10 10:58:02,691 - icews14 - [INFO] - [E:17| 400]: Train Loss:0.0019619, Val MRR:0.37604, icews14 +2023-05-10 10:58:56,559 - icews14 - [INFO] - [E:17| 500]: Train Loss:0.0019634, Val MRR:0.37604, icews14 +2023-05-10 10:59:50,651 - icews14 - [INFO] - [E:17| 600]: Train Loss:0.0019646, Val MRR:0.37604, icews14 +2023-05-10 11:00:44,463 - icews14 - [INFO] - [E:17| 700]: Train Loss:0.0019655, Val MRR:0.37604, icews14 +2023-05-10 11:01:36,562 - icews14 - [INFO] - [E:17| 800]: Train Loss:0.0019659, Val MRR:0.37604, icews14 +2023-05-10 11:02:27,038 - icews14 - [INFO] - [E:17| 900]: Train Loss:0.0019665, Val MRR:0.37604, icews14 +2023-05-10 11:03:11,208 - icews14 - [INFO] - [E:17| 1000]: Train Loss:0.0019679, Val MRR:0.37604, icews14 +2023-05-10 11:04:05,116 - icews14 - [INFO] - [E:17| 1100]: Train Loss:0.0019685, Val MRR:0.37604, icews14 +2023-05-10 11:04:59,219 - icews14 - [INFO] - [E:17| 1200]: Train Loss:0.0019695, Val MRR:0.37604, icews14 +2023-05-10 11:05:52,890 - icews14 - [INFO] - [E:17| 1300]: Train Loss:0.0019704, Val MRR:0.37604, icews14 +2023-05-10 11:06:47,164 - icews14 - [INFO] - [E:17| 1400]: Train Loss:0.0019705, Val MRR:0.37604, icews14 +2023-05-10 11:07:41,195 - icews14 - [INFO] - [E:17| 1500]: Train Loss:0.0019704, Val MRR:0.37604, icews14 +2023-05-10 11:08:35,760 - icews14 - [INFO] - [E:17| 1600]: Train Loss:0.0019707, Val MRR:0.37604, icews14 +2023-05-10 11:09:29,970 - icews14 - [INFO] - [E:17| 1700]: Train Loss:0.0019716, Val MRR:0.37604, icews14 +2023-05-10 11:10:23,323 - icews14 - [INFO] - [E:17| 1800]: Train Loss:0.0019721, Val MRR:0.37604, icews14 +2023-05-10 11:11:16,989 - icews14 - [INFO] - [E:17| 1900]: Train Loss:0.0019726, Val MRR:0.37604, icews14 +2023-05-10 11:11:35,807 - icews14 - [INFO] - [Epoch:17]: Training Loss:0.001973 + +2023-05-10 11:11:35,918 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 11:11:46,776 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 11:11:50,850 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 11:12:10,045 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 11:12:15,371 - icews14 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.401, Head : 0.351, Avg : 0.376 + +2023-05-10 11:12:15,371 - icews14 - [INFO] - [Epoch 17]: Training Loss: 0.0019726, Valid MRR: 0.37604, + + + +2023-05-10 11:12:16,107 - icews14 - [INFO] - [E:18| 0]: Train Loss:0.0019118, Val MRR:0.37604, icews14 +2023-05-10 11:13:09,486 - icews14 - [INFO] - [E:18| 100]: Train Loss:0.0019487, Val MRR:0.37604, icews14 +2023-05-10 11:14:03,737 - icews14 - [INFO] - [E:18| 200]: Train Loss:0.0019528, Val MRR:0.37604, icews14 +2023-05-10 11:14:58,178 - icews14 - [INFO] - [E:18| 300]: Train Loss:0.0019528, Val MRR:0.37604, icews14 +2023-05-10 11:15:52,316 - icews14 - [INFO] - [E:18| 400]: Train Loss:0.0019528, Val MRR:0.37604, icews14 +2023-05-10 11:16:46,795 - icews14 - [INFO] - [E:18| 500]: Train Loss:0.0019518, Val MRR:0.37604, icews14 +2023-05-10 11:17:40,509 - icews14 - [INFO] - [E:18| 600]: Train Loss:0.001953, Val MRR:0.37604, icews14 +2023-05-10 11:18:34,240 - icews14 - [INFO] - [E:18| 700]: Train Loss:0.0019536, Val MRR:0.37604, icews14 +2023-05-10 11:19:28,578 - icews14 - [INFO] - [E:18| 800]: Train Loss:0.0019555, Val MRR:0.37604, icews14 +2023-05-10 11:20:19,156 - icews14 - [INFO] - [E:18| 900]: Train Loss:0.001956, Val MRR:0.37604, icews14 +2023-05-10 11:21:06,043 - icews14 - [INFO] - [E:18| 1000]: Train Loss:0.0019566, Val MRR:0.37604, icews14 +2023-05-10 11:21:59,738 - icews14 - [INFO] - [E:18| 1100]: Train Loss:0.0019573, Val MRR:0.37604, icews14 +2023-05-10 11:22:53,202 - icews14 - [INFO] - [E:18| 1200]: Train Loss:0.0019583, Val MRR:0.37604, icews14 +2023-05-10 11:23:47,278 - icews14 - [INFO] - [E:18| 1300]: Train Loss:0.0019599, Val MRR:0.37604, icews14 +2023-05-10 11:24:41,823 - icews14 - [INFO] - [E:18| 1400]: Train Loss:0.0019604, Val MRR:0.37604, icews14 +2023-05-10 11:25:35,340 - icews14 - [INFO] - [E:18| 1500]: Train Loss:0.0019617, Val MRR:0.37604, icews14 +2023-05-10 11:26:28,971 - icews14 - [INFO] - [E:18| 1600]: Train Loss:0.0019626, Val MRR:0.37604, icews14 +2023-05-10 11:27:22,757 - icews14 - [INFO] - [E:18| 1700]: Train Loss:0.001963, Val MRR:0.37604, icews14 +2023-05-10 11:28:16,736 - icews14 - [INFO] - [E:18| 1800]: Train Loss:0.0019636, Val MRR:0.37604, icews14 +2023-05-10 11:29:05,377 - icews14 - [INFO] - [E:18| 1900]: Train Loss:0.0019638, Val MRR:0.37604, icews14 +2023-05-10 11:29:22,367 - icews14 - [INFO] - [Epoch:18]: Training Loss:0.001964 + +2023-05-10 11:29:22,639 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 11:29:41,937 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 11:29:47,523 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 11:30:06,961 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 11:30:12,216 - icews14 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.40612, Head : 0.35741, Avg : 0.38176 + +2023-05-10 11:30:14,031 - icews14 - [INFO] - [Epoch 18]: Training Loss: 0.001964, Valid MRR: 0.38176, + + + +2023-05-10 11:30:14,770 - icews14 - [INFO] - [E:19| 0]: Train Loss:0.0019558, Val MRR:0.38176, icews14 +2023-05-10 11:31:08,673 - icews14 - [INFO] - [E:19| 100]: Train Loss:0.0019336, Val MRR:0.38176, icews14 +2023-05-10 11:32:02,496 - icews14 - [INFO] - [E:19| 200]: Train Loss:0.0019434, Val MRR:0.38176, icews14 +2023-05-10 11:32:56,170 - icews14 - [INFO] - [E:19| 300]: Train Loss:0.0019406, Val MRR:0.38176, icews14 +2023-05-10 11:33:49,906 - icews14 - [INFO] - [E:19| 400]: Train Loss:0.0019425, Val MRR:0.38176, icews14 +2023-05-10 11:34:44,349 - icews14 - [INFO] - [E:19| 500]: Train Loss:0.0019432, Val MRR:0.38176, icews14 +2023-05-10 11:35:37,906 - icews14 - [INFO] - [E:19| 600]: Train Loss:0.0019447, Val MRR:0.38176, icews14 +2023-05-10 11:36:31,575 - icews14 - [INFO] - [E:19| 700]: Train Loss:0.001946, Val MRR:0.38176, icews14 +2023-05-10 11:37:25,330 - icews14 - [INFO] - [E:19| 800]: Train Loss:0.0019477, Val MRR:0.38176, icews14 +2023-05-10 11:38:07,995 - icews14 - [INFO] - [E:19| 900]: Train Loss:0.0019481, Val MRR:0.38176, icews14 +2023-05-10 11:39:01,599 - icews14 - [INFO] - [E:19| 1000]: Train Loss:0.0019487, Val MRR:0.38176, icews14 +2023-05-10 11:39:42,430 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-10 11:39:55,460 - icews14 - [INFO] - [Test, Tail_Batch Step 0] icews14 +2023-05-10 11:39:56,057 - icews14 - [INFO] - [E:19| 1100]: Train Loss:0.0019502, Val MRR:0.38176, icews14 +2023-05-10 11:40:33,152 - icews14 - [INFO] - [Test, Head_Batch Step 0] icews14 +2023-05-10 11:41:09,852 - icews14 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.39287, Head : 0.34224, Avg : 0.36756 + MR: Tail : 248.83, Head : 290.14, Avg : 269.48 + Hit-1: Tail : 0.29098, Head : 0.23913, Avg : 0.26505 + Hit-3: Tail : 0.43501, Head : 0.38486, Avg : 0.40993 + Hit-10: Tail : 0.59406, Head : 0.54779, Avg : 0.57093 +2023-05-10 11:41:15,019 - icews14 - [INFO] - [E:19| 1200]: Train Loss:0.001951, Val MRR:0.38176, icews14 +2023-05-10 11:42:08,787 - icews14 - [INFO] - [E:19| 1300]: Train Loss:0.0019516, Val MRR:0.38176, icews14 +2023-05-10 11:43:02,584 - icews14 - [INFO] - [E:19| 1400]: Train Loss:0.0019524, Val MRR:0.38176, icews14 +2023-05-10 11:43:56,428 - icews14 - [INFO] - [E:19| 1500]: Train Loss:0.0019531, Val MRR:0.38176, icews14 +2023-05-10 11:44:50,266 - icews14 - [INFO] - [E:19| 1600]: Train Loss:0.0019536, Val MRR:0.38176, icews14 +2023-05-10 11:45:44,173 - icews14 - [INFO] - [E:19| 1700]: Train Loss:0.0019538, Val MRR:0.38176, icews14 +2023-05-10 11:46:37,736 - icews14 - [INFO] - [E:19| 1800]: Train Loss:0.0019541, Val MRR:0.38176, icews14 +2023-05-10 11:47:20,196 - icews14 - [INFO] - [E:19| 1900]: Train Loss:0.0019545, Val MRR:0.38176, icews14 +2023-05-10 11:47:42,959 - icews14 - [INFO] - [Epoch:19]: Training Loss:0.001955 + +2023-05-10 11:47:43,112 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 11:48:02,128 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 11:48:07,876 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 11:48:27,066 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 11:48:32,286 - icews14 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.40374, Head : 0.35654, Avg : 0.38014 + MR: Tail : 269.16, Head : 288.07, Avg : 278.61 + Hit-1: Tail : 0.29979, Head : 0.25586, Avg : 0.27782 + Hit-3: Tail : 0.45175, Head : 0.39968, Avg : 0.42572 + Hit-10: Tail : 0.60942, Head : 0.55419, Avg : 0.58181 +2023-05-10 11:48:32,287 - icews14 - [INFO] - [Epoch 19]: Training Loss: 0.0019547, Valid MRR: 0.38176, + + + +2023-05-10 11:48:32,838 - icews14 - [INFO] - [E:20| 0]: Train Loss:0.0019378, Val MRR:0.38176, icews14 +2023-05-10 11:49:27,134 - icews14 - [INFO] - [E:20| 100]: Train Loss:0.0019374, Val MRR:0.38176, icews14 +2023-05-10 11:50:20,901 - icews14 - [INFO] - [E:20| 200]: Train Loss:0.0019339, Val MRR:0.38176, icews14 +2023-05-10 11:51:08,617 - icews14 - [INFO] - [E:20| 300]: Train Loss:0.0019331, Val MRR:0.38176, icews14 +2023-05-10 11:52:02,562 - icews14 - [INFO] - [E:20| 400]: Train Loss:0.0019355, Val MRR:0.38176, icews14 +2023-05-10 11:52:56,191 - icews14 - [INFO] - [E:20| 500]: Train Loss:0.0019357, Val MRR:0.38176, icews14 +2023-05-10 11:53:49,795 - icews14 - [INFO] - [E:20| 600]: Train Loss:0.0019369, Val MRR:0.38176, icews14 +2023-05-10 11:54:43,706 - icews14 - [INFO] - [E:20| 700]: Train Loss:0.0019369, Val MRR:0.38176, icews14 +2023-05-10 11:55:37,661 - icews14 - [INFO] - [E:20| 800]: Train Loss:0.0019383, Val MRR:0.38176, icews14 +2023-05-10 11:56:20,263 - icews14 - [INFO] - [E:20| 900]: Train Loss:0.0019398, Val MRR:0.38176, icews14 +2023-05-10 11:57:14,507 - icews14 - [INFO] - [E:20| 1000]: Train Loss:0.0019411, Val MRR:0.38176, icews14 +2023-05-10 11:58:08,608 - icews14 - [INFO] - [E:20| 1100]: Train Loss:0.0019414, Val MRR:0.38176, icews14 +2023-05-10 11:59:02,533 - icews14 - [INFO] - [E:20| 1200]: Train Loss:0.0019421, Val MRR:0.38176, icews14 +2023-05-10 11:59:56,101 - icews14 - [INFO] - [E:20| 1300]: Train Loss:0.0019425, Val MRR:0.38176, icews14 +2023-05-10 12:00:49,406 - icews14 - [INFO] - [E:20| 1400]: Train Loss:0.0019434, Val MRR:0.38176, icews14 +2023-05-10 12:01:43,250 - icews14 - [INFO] - [E:20| 1500]: Train Loss:0.0019436, Val MRR:0.38176, icews14 +2023-05-10 12:02:37,048 - icews14 - [INFO] - [E:20| 1600]: Train Loss:0.0019442, Val MRR:0.38176, icews14 +2023-05-10 12:03:30,679 - icews14 - [INFO] - [E:20| 1700]: Train Loss:0.0019447, Val MRR:0.38176, icews14 +2023-05-10 12:04:24,403 - icews14 - [INFO] - [E:20| 1800]: Train Loss:0.0019456, Val MRR:0.38176, icews14 +2023-05-10 12:05:06,590 - icews14 - [INFO] - [E:20| 1900]: Train Loss:0.0019458, Val MRR:0.38176, icews14 +2023-05-10 12:05:28,989 - icews14 - [INFO] - [Epoch:20]: Training Loss:0.001946 + +2023-05-10 12:05:29,262 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 12:05:48,365 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 12:05:53,847 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 12:06:12,969 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 12:06:18,252 - icews14 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.40486, Head : 0.35642, Avg : 0.38064 + +2023-05-10 12:06:18,252 - icews14 - [INFO] - [Epoch 20]: Training Loss: 0.0019462, Valid MRR: 0.38176, + + + +2023-05-10 12:06:18,943 - icews14 - [INFO] - [E:21| 0]: Train Loss:0.0019222, Val MRR:0.38176, icews14 +2023-05-10 12:07:12,820 - icews14 - [INFO] - [E:21| 100]: Train Loss:0.0019144, Val MRR:0.38176, icews14 +2023-05-10 12:08:06,334 - icews14 - [INFO] - [E:21| 200]: Train Loss:0.0019162, Val MRR:0.38176, icews14 +2023-05-10 12:08:59,810 - icews14 - [INFO] - [E:21| 300]: Train Loss:0.0019184, Val MRR:0.38176, icews14 +2023-05-10 12:09:53,602 - icews14 - [INFO] - [E:21| 400]: Train Loss:0.0019217, Val MRR:0.38176, icews14 +2023-05-10 12:10:46,690 - icews14 - [INFO] - [E:21| 500]: Train Loss:0.0019226, Val MRR:0.38176, icews14 +2023-05-10 12:11:40,468 - icews14 - [INFO] - [E:21| 600]: Train Loss:0.0019233, Val MRR:0.38176, icews14 +2023-05-10 12:12:34,126 - icews14 - [INFO] - [E:21| 700]: Train Loss:0.0019259, Val MRR:0.38176, icews14 +2023-05-10 12:13:26,690 - icews14 - [INFO] - [E:21| 800]: Train Loss:0.0019283, Val MRR:0.38176, icews14 +2023-05-10 12:14:09,916 - icews14 - [INFO] - [E:21| 900]: Train Loss:0.0019295, Val MRR:0.38176, icews14 +2023-05-10 12:15:03,191 - icews14 - [INFO] - [E:21| 1000]: Train Loss:0.0019305, Val MRR:0.38176, icews14 +2023-05-10 12:15:55,971 - icews14 - [INFO] - [E:21| 1100]: Train Loss:0.0019314, Val MRR:0.38176, icews14 +2023-05-10 12:16:48,724 - icews14 - [INFO] - [E:21| 1200]: Train Loss:0.0019323, Val MRR:0.38176, icews14 +2023-05-10 12:17:42,231 - icews14 - [INFO] - [E:21| 1300]: Train Loss:0.0019335, Val MRR:0.38176, icews14 +2023-05-10 12:18:36,091 - icews14 - [INFO] - [E:21| 1400]: Train Loss:0.0019343, Val MRR:0.38176, icews14 +2023-05-10 12:19:29,648 - icews14 - [INFO] - [E:21| 1500]: Train Loss:0.0019346, Val MRR:0.38176, icews14 +2023-05-10 12:20:23,068 - icews14 - [INFO] - [E:21| 1600]: Train Loss:0.0019357, Val MRR:0.38176, icews14 +2023-05-10 12:21:16,447 - icews14 - [INFO] - [E:21| 1700]: Train Loss:0.0019367, Val MRR:0.38176, icews14 +2023-05-10 12:22:05,579 - icews14 - [INFO] - [E:21| 1800]: Train Loss:0.0019375, Val MRR:0.38176, icews14 +2023-05-10 12:22:52,945 - icews14 - [INFO] - [E:21| 1900]: Train Loss:0.0019382, Val MRR:0.38176, icews14 +2023-05-10 12:23:15,297 - icews14 - [INFO] - [Epoch:21]: Training Loss:0.001939 + +2023-05-10 12:23:15,429 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 12:23:34,748 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 12:23:40,456 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 12:23:59,790 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 12:24:05,064 - icews14 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.40686, Head : 0.35984, Avg : 0.38335 + +2023-05-10 12:24:06,902 - icews14 - [INFO] - [Epoch 21]: Training Loss: 0.0019386, Valid MRR: 0.38335, + + + +2023-05-10 12:24:07,410 - icews14 - [INFO] - [E:22| 0]: Train Loss:0.0018966, Val MRR:0.38335, icews14 +2023-05-10 12:25:01,503 - icews14 - [INFO] - [E:22| 100]: Train Loss:0.0019252, Val MRR:0.38335, icews14 +2023-05-10 12:25:55,661 - icews14 - [INFO] - [E:22| 200]: Train Loss:0.0019213, Val MRR:0.38335, icews14 +2023-05-10 12:26:50,043 - icews14 - [INFO] - [E:22| 300]: Train Loss:0.001919, Val MRR:0.38335, icews14 +2023-05-10 12:27:44,004 - icews14 - [INFO] - [E:22| 400]: Train Loss:0.0019194, Val MRR:0.38335, icews14 +2023-05-10 12:28:37,760 - icews14 - [INFO] - [E:22| 500]: Train Loss:0.0019193, Val MRR:0.38335, icews14 +2023-05-10 12:29:31,280 - icews14 - [INFO] - [E:22| 600]: Train Loss:0.0019199, Val MRR:0.38335, icews14 +2023-05-10 12:30:25,153 - icews14 - [INFO] - [E:22| 700]: Train Loss:0.0019208, Val MRR:0.38335, icews14 +2023-05-10 12:31:08,270 - icews14 - [INFO] - [E:22| 800]: Train Loss:0.0019217, Val MRR:0.38335, icews14 +2023-05-10 12:32:01,837 - icews14 - [INFO] - [E:22| 900]: Train Loss:0.001923, Val MRR:0.38335, icews14 +2023-05-10 12:32:56,009 - icews14 - [INFO] - [E:22| 1000]: Train Loss:0.0019234, Val MRR:0.38335, icews14 +2023-05-10 12:33:49,555 - icews14 - [INFO] - [E:22| 1100]: Train Loss:0.0019244, Val MRR:0.38335, icews14 +2023-05-10 12:34:43,360 - icews14 - [INFO] - [E:22| 1200]: Train Loss:0.0019247, Val MRR:0.38335, icews14 +2023-05-10 12:35:36,977 - icews14 - [INFO] - [E:22| 1300]: Train Loss:0.001926, Val MRR:0.38335, icews14 +2023-05-10 12:36:30,666 - icews14 - [INFO] - [E:22| 1400]: Train Loss:0.0019268, Val MRR:0.38335, icews14 +2023-05-10 12:37:24,468 - icews14 - [INFO] - [E:22| 1500]: Train Loss:0.0019274, Val MRR:0.38335, icews14 +2023-05-10 12:38:18,219 - icews14 - [INFO] - [E:22| 1600]: Train Loss:0.0019276, Val MRR:0.38335, icews14 +2023-05-10 12:39:05,681 - icews14 - [INFO] - [E:22| 1700]: Train Loss:0.0019282, Val MRR:0.38335, icews14 +2023-05-10 12:39:51,831 - icews14 - [INFO] - [E:22| 1800]: Train Loss:0.0019287, Val MRR:0.38335, icews14 +2023-05-10 12:40:42,497 - icews14 - [INFO] - [E:22| 1900]: Train Loss:0.0019297, Val MRR:0.38335, icews14 +2023-05-10 12:41:05,098 - icews14 - [INFO] - [Epoch:22]: Training Loss:0.00193 + +2023-05-10 12:41:05,232 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 12:41:24,496 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 12:41:30,262 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 12:41:49,482 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 12:41:54,780 - icews14 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.40578, Head : 0.35655, Avg : 0.38117 + +2023-05-10 12:41:54,780 - icews14 - [INFO] - [Epoch 22]: Training Loss: 0.0019302, Valid MRR: 0.38335, + + + +2023-05-10 12:41:55,379 - icews14 - [INFO] - [E:23| 0]: Train Loss:0.0018995, Val MRR:0.38335, icews14 +2023-05-10 12:42:49,028 - icews14 - [INFO] - [E:23| 100]: Train Loss:0.0019125, Val MRR:0.38335, icews14 +2023-05-10 12:43:43,385 - icews14 - [INFO] - [E:23| 200]: Train Loss:0.0019148, Val MRR:0.38335, icews14 +2023-05-10 12:44:36,966 - icews14 - [INFO] - [E:23| 300]: Train Loss:0.0019147, Val MRR:0.38335, icews14 +2023-05-10 12:45:30,772 - icews14 - [INFO] - [E:23| 400]: Train Loss:0.0019152, Val MRR:0.38335, icews14 +2023-05-10 12:46:24,412 - icews14 - [INFO] - [E:23| 500]: Train Loss:0.0019148, Val MRR:0.38335, icews14 +2023-05-10 12:47:18,919 - icews14 - [INFO] - [E:23| 600]: Train Loss:0.0019164, Val MRR:0.38335, icews14 +2023-05-10 12:48:12,565 - icews14 - [INFO] - [E:23| 700]: Train Loss:0.0019158, Val MRR:0.38335, icews14 +2023-05-10 12:48:55,346 - icews14 - [INFO] - [E:23| 800]: Train Loss:0.0019165, Val MRR:0.38335, icews14 +2023-05-10 12:49:48,875 - icews14 - [INFO] - [E:23| 900]: Train Loss:0.0019173, Val MRR:0.38335, icews14 +2023-05-10 12:50:42,765 - icews14 - [INFO] - [E:23| 1000]: Train Loss:0.0019169, Val MRR:0.38335, icews14 +2023-05-10 12:51:36,480 - icews14 - [INFO] - [E:23| 1100]: Train Loss:0.0019173, Val MRR:0.38335, icews14 +2023-05-10 12:52:30,865 - icews14 - [INFO] - [E:23| 1200]: Train Loss:0.0019176, Val MRR:0.38335, icews14 +2023-05-10 12:53:24,927 - icews14 - [INFO] - [E:23| 1300]: Train Loss:0.0019188, Val MRR:0.38335, icews14 +2023-05-10 12:54:18,594 - icews14 - [INFO] - [E:23| 1400]: Train Loss:0.0019194, Val MRR:0.38335, icews14 +2023-05-10 12:55:11,953 - icews14 - [INFO] - [E:23| 1500]: Train Loss:0.00192, Val MRR:0.38335, icews14 +2023-05-10 12:56:05,494 - icews14 - [INFO] - [E:23| 1600]: Train Loss:0.0019204, Val MRR:0.38335, icews14 +2023-05-10 12:56:59,411 - icews14 - [INFO] - [E:23| 1700]: Train Loss:0.0019206, Val MRR:0.38335, icews14 +2023-05-10 12:57:41,962 - icews14 - [INFO] - [E:23| 1800]: Train Loss:0.0019213, Val MRR:0.38335, icews14 +2023-05-10 12:58:35,666 - icews14 - [INFO] - [E:23| 1900]: Train Loss:0.0019223, Val MRR:0.38335, icews14 +2023-05-10 12:58:57,910 - icews14 - [INFO] - [Epoch:23]: Training Loss:0.001923 + +2023-05-10 12:58:58,068 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 12:59:17,275 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 12:59:22,902 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 12:59:42,035 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 12:59:47,514 - icews14 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.40559, Head : 0.36065, Avg : 0.38312 + +2023-05-10 12:59:47,514 - icews14 - [INFO] - [Epoch 23]: Training Loss: 0.0019226, Valid MRR: 0.38335, + + + +2023-05-10 12:59:48,021 - icews14 - [INFO] - [E:24| 0]: Train Loss:0.0019203, Val MRR:0.38335, icews14 +2023-05-10 13:00:42,819 - icews14 - [INFO] - [E:24| 100]: Train Loss:0.001903, Val MRR:0.38335, icews14 +2023-05-10 13:01:36,237 - icews14 - [INFO] - [E:24| 200]: Train Loss:0.0019016, Val MRR:0.38335, icews14 +2023-05-10 13:02:30,503 - icews14 - [INFO] - [E:24| 300]: Train Loss:0.0018997, Val MRR:0.38335, icews14 +2023-05-10 13:03:24,435 - icews14 - [INFO] - [E:24| 400]: Train Loss:0.0019021, Val MRR:0.38335, icews14 +2023-05-10 13:04:18,205 - icews14 - [INFO] - [E:24| 500]: Train Loss:0.0019021, Val MRR:0.38335, icews14 +2023-05-10 13:05:11,986 - icews14 - [INFO] - [E:24| 600]: Train Loss:0.0019029, Val MRR:0.38335, icews14 +2023-05-10 13:06:01,353 - icews14 - [INFO] - [E:24| 700]: Train Loss:0.0019044, Val MRR:0.38335, icews14 +2023-05-10 13:06:49,004 - icews14 - [INFO] - [E:24| 800]: Train Loss:0.0019057, Val MRR:0.38335, icews14 +2023-05-10 13:07:43,121 - icews14 - [INFO] - [E:24| 900]: Train Loss:0.0019069, Val MRR:0.38335, icews14 +2023-05-10 13:08:36,612 - icews14 - [INFO] - [E:24| 1000]: Train Loss:0.0019074, Val MRR:0.38335, icews14 +2023-05-10 13:09:30,353 - icews14 - [INFO] - [E:24| 1100]: Train Loss:0.0019081, Val MRR:0.38335, icews14 +2023-05-10 13:10:24,800 - icews14 - [INFO] - [E:24| 1200]: Train Loss:0.001909, Val MRR:0.38335, icews14 +2023-05-10 13:11:18,775 - icews14 - [INFO] - [E:24| 1300]: Train Loss:0.0019103, Val MRR:0.38335, icews14 +2023-05-10 13:12:12,672 - icews14 - [INFO] - [E:24| 1400]: Train Loss:0.0019114, Val MRR:0.38335, icews14 +2023-05-10 13:13:06,418 - icews14 - [INFO] - [E:24| 1500]: Train Loss:0.0019122, Val MRR:0.38335, icews14 +2023-05-10 13:14:00,562 - icews14 - [INFO] - [E:24| 1600]: Train Loss:0.0019129, Val MRR:0.38335, icews14 +2023-05-10 13:14:49,130 - icews14 - [INFO] - [E:24| 1700]: Train Loss:0.0019134, Val MRR:0.38335, icews14 +2023-05-10 13:15:36,855 - icews14 - [INFO] - [E:24| 1800]: Train Loss:0.0019138, Val MRR:0.38335, icews14 +2023-05-10 13:16:30,660 - icews14 - [INFO] - [E:24| 1900]: Train Loss:0.0019146, Val MRR:0.38335, icews14 +2023-05-10 13:16:52,830 - icews14 - [INFO] - [Epoch:24]: Training Loss:0.001915 + +2023-05-10 13:16:52,962 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 13:17:12,502 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 13:17:17,928 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 13:17:37,257 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 13:17:42,465 - icews14 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.40944, Head : 0.36023, Avg : 0.38484 + +2023-05-10 13:17:45,095 - icews14 - [INFO] - [Epoch 24]: Training Loss: 0.0019148, Valid MRR: 0.38484, + + + +2023-05-10 13:17:45,825 - icews14 - [INFO] - [E:25| 0]: Train Loss:0.0019046, Val MRR:0.38484, icews14 +2023-05-10 13:18:39,429 - icews14 - [INFO] - [E:25| 100]: Train Loss:0.0018948, Val MRR:0.38484, icews14 +2023-05-10 13:19:33,048 - icews14 - [INFO] - [E:25| 200]: Train Loss:0.0018929, Val MRR:0.38484, icews14 +2023-05-10 13:20:26,706 - icews14 - [INFO] - [E:25| 300]: Train Loss:0.0018953, Val MRR:0.38484, icews14 +2023-05-10 13:21:20,459 - icews14 - [INFO] - [E:25| 400]: Train Loss:0.0018944, Val MRR:0.38484, icews14 +2023-05-10 13:22:14,192 - icews14 - [INFO] - [E:25| 500]: Train Loss:0.0018941, Val MRR:0.38484, icews14 +2023-05-10 13:23:07,574 - icews14 - [INFO] - [E:25| 600]: Train Loss:0.0018953, Val MRR:0.38484, icews14 +2023-05-10 13:23:50,712 - icews14 - [INFO] - [E:25| 700]: Train Loss:0.0018958, Val MRR:0.38484, icews14 +2023-05-10 13:24:44,282 - icews14 - [INFO] - [E:25| 800]: Train Loss:0.0018965, Val MRR:0.38484, icews14 +2023-05-10 13:25:38,199 - icews14 - [INFO] - [E:25| 900]: Train Loss:0.0018975, Val MRR:0.38484, icews14 +2023-05-10 13:26:31,912 - icews14 - [INFO] - [E:25| 1000]: Train Loss:0.0018988, Val MRR:0.38484, icews14 +2023-05-10 13:27:25,745 - icews14 - [INFO] - [E:25| 1100]: Train Loss:0.0018998, Val MRR:0.38484, icews14 +2023-05-10 13:28:12,517 - icews14 - [INFO] - [E:25| 1200]: Train Loss:0.0019014, Val MRR:0.38484, icews14 +2023-05-10 13:29:06,504 - icews14 - [INFO] - [E:25| 1300]: Train Loss:0.0019025, Val MRR:0.38484, icews14 +2023-05-10 13:30:00,320 - icews14 - [INFO] - [E:25| 1400]: Train Loss:0.0019031, Val MRR:0.38484, icews14 +2023-05-10 13:30:55,547 - icews14 - [INFO] - [E:25| 1500]: Train Loss:0.0019035, Val MRR:0.38484, icews14 +2023-05-10 13:31:50,122 - icews14 - [INFO] - [E:25| 1600]: Train Loss:0.0019044, Val MRR:0.38484, icews14 +2023-05-10 13:32:34,648 - icews14 - [INFO] - [E:25| 1700]: Train Loss:0.001905, Val MRR:0.38484, icews14 +2023-05-10 13:33:27,471 - icews14 - [INFO] - [E:25| 1800]: Train Loss:0.0019055, Val MRR:0.38484, icews14 +2023-05-10 13:34:21,056 - icews14 - [INFO] - [E:25| 1900]: Train Loss:0.0019061, Val MRR:0.38484, icews14 +2023-05-10 13:34:43,391 - icews14 - [INFO] - [Epoch:25]: Training Loss:0.001906 + +2023-05-10 13:34:43,548 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 13:35:02,970 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 13:35:08,461 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 13:35:27,634 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 13:35:33,176 - icews14 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.40548, Head : 0.35891, Avg : 0.38219 + +2023-05-10 13:35:33,176 - icews14 - [INFO] - [Epoch 25]: Training Loss: 0.0019064, Valid MRR: 0.38484, + + + +2023-05-10 13:35:33,662 - icews14 - [INFO] - [E:26| 0]: Train Loss:0.0018948, Val MRR:0.38484, icews14 +2023-05-10 13:36:27,266 - icews14 - [INFO] - [E:26| 100]: Train Loss:0.0018804, Val MRR:0.38484, icews14 +2023-05-10 13:37:21,470 - icews14 - [INFO] - [E:26| 200]: Train Loss:0.0018804, Val MRR:0.38484, icews14 +2023-05-10 13:38:15,039 - icews14 - [INFO] - [E:26| 300]: Train Loss:0.0018812, Val MRR:0.38484, icews14 +2023-05-10 13:39:08,842 - icews14 - [INFO] - [E:26| 400]: Train Loss:0.0018842, Val MRR:0.38484, icews14 +2023-05-10 13:40:02,687 - icews14 - [INFO] - [E:26| 500]: Train Loss:0.0018864, Val MRR:0.38484, icews14 +2023-05-10 13:40:56,566 - icews14 - [INFO] - [E:26| 600]: Train Loss:0.0018878, Val MRR:0.38484, icews14 +2023-05-10 13:41:39,076 - icews14 - [INFO] - [E:26| 700]: Train Loss:0.0018882, Val MRR:0.38484, icews14 +2023-05-10 13:42:33,126 - icews14 - [INFO] - [E:26| 800]: Train Loss:0.0018891, Val MRR:0.38484, icews14 +2023-05-10 13:43:27,010 - icews14 - [INFO] - [E:26| 900]: Train Loss:0.0018901, Val MRR:0.38484, icews14 +2023-05-10 13:44:21,165 - icews14 - [INFO] - [E:26| 1000]: Train Loss:0.0018915, Val MRR:0.38484, icews14 +2023-05-10 13:45:15,189 - icews14 - [INFO] - [E:26| 1100]: Train Loss:0.0018927, Val MRR:0.38484, icews14 +2023-05-10 13:46:08,756 - icews14 - [INFO] - [E:26| 1200]: Train Loss:0.0018934, Val MRR:0.38484, icews14 +2023-05-10 13:47:00,511 - icews14 - [INFO] - [E:26| 1300]: Train Loss:0.0018942, Val MRR:0.38484, icews14 +2023-05-10 13:47:53,300 - icews14 - [INFO] - [E:26| 1400]: Train Loss:0.0018951, Val MRR:0.38484, icews14 +2023-05-10 13:48:45,963 - icews14 - [INFO] - [E:26| 1500]: Train Loss:0.0018959, Val MRR:0.38484, icews14 +2023-05-10 13:49:39,623 - icews14 - [INFO] - [E:26| 1600]: Train Loss:0.0018966, Val MRR:0.38484, icews14 +2023-05-10 13:50:22,713 - icews14 - [INFO] - [E:26| 1700]: Train Loss:0.0018973, Val MRR:0.38484, icews14 +2023-05-10 13:51:17,262 - icews14 - [INFO] - [E:26| 1800]: Train Loss:0.0018978, Val MRR:0.38484, icews14 +2023-05-10 13:52:10,927 - icews14 - [INFO] - [E:26| 1900]: Train Loss:0.0018978, Val MRR:0.38484, icews14 +2023-05-10 13:52:33,049 - icews14 - [INFO] - [Epoch:26]: Training Loss:0.001898 + +2023-05-10 13:52:33,206 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 13:52:52,842 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 13:52:58,401 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 13:53:17,883 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 13:53:23,491 - icews14 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.40919, Head : 0.362, Avg : 0.38559 + +2023-05-10 13:53:26,441 - icews14 - [INFO] - [Epoch 26]: Training Loss: 0.001898, Valid MRR: 0.38559, + + + +2023-05-10 13:53:27,182 - icews14 - [INFO] - [E:27| 0]: Train Loss:0.0019488, Val MRR:0.38559, icews14 +2023-05-10 13:54:21,449 - icews14 - [INFO] - [E:27| 100]: Train Loss:0.0018852, Val MRR:0.38559, icews14 +2023-05-10 13:55:15,158 - icews14 - [INFO] - [E:27| 200]: Train Loss:0.0018768, Val MRR:0.38559, icews14 +2023-05-10 13:56:08,680 - icews14 - [INFO] - [E:27| 300]: Train Loss:0.0018785, Val MRR:0.38559, icews14 +2023-05-10 13:57:02,215 - icews14 - [INFO] - [E:27| 400]: Train Loss:0.0018787, Val MRR:0.38559, icews14 +2023-05-10 13:57:56,645 - icews14 - [INFO] - [E:27| 500]: Train Loss:0.0018784, Val MRR:0.38559, icews14 +2023-05-10 13:58:41,418 - icews14 - [INFO] - [E:27| 600]: Train Loss:0.0018788, Val MRR:0.38559, icews14 +2023-05-10 13:59:33,623 - icews14 - [INFO] - [E:27| 700]: Train Loss:0.0018797, Val MRR:0.38559, icews14 +2023-05-10 14:00:27,854 - icews14 - [INFO] - [E:27| 800]: Train Loss:0.0018806, Val MRR:0.38559, icews14 +2023-05-10 14:01:21,770 - icews14 - [INFO] - [E:27| 900]: Train Loss:0.0018815, Val MRR:0.38559, icews14 +2023-05-10 14:02:15,263 - icews14 - [INFO] - [E:27| 1000]: Train Loss:0.0018826, Val MRR:0.38559, icews14 +2023-05-10 14:03:09,038 - icews14 - [INFO] - [E:27| 1100]: Train Loss:0.0018828, Val MRR:0.38559, icews14 +2023-05-10 14:04:02,930 - icews14 - [INFO] - [E:27| 1200]: Train Loss:0.0018833, Val MRR:0.38559, icews14 +2023-05-10 14:04:56,756 - icews14 - [INFO] - [E:27| 1300]: Train Loss:0.0018839, Val MRR:0.38559, icews14 +2023-05-10 14:05:50,359 - icews14 - [INFO] - [E:27| 1400]: Train Loss:0.0018847, Val MRR:0.38559, icews14 +2023-05-10 14:06:44,083 - icews14 - [INFO] - [E:27| 1500]: Train Loss:0.0018849, Val MRR:0.38559, icews14 +2023-05-10 14:07:28,167 - icews14 - [INFO] - [E:27| 1600]: Train Loss:0.0018859, Val MRR:0.38559, icews14 +2023-05-10 14:08:21,274 - icews14 - [INFO] - [E:27| 1700]: Train Loss:0.0018867, Val MRR:0.38559, icews14 +2023-05-10 14:09:15,119 - icews14 - [INFO] - [E:27| 1800]: Train Loss:0.0018879, Val MRR:0.38559, icews14 +2023-05-10 14:10:08,854 - icews14 - [INFO] - [E:27| 1900]: Train Loss:0.0018886, Val MRR:0.38559, icews14 +2023-05-10 14:10:31,154 - icews14 - [INFO] - [Epoch:27]: Training Loss:0.001889 + +2023-05-10 14:10:31,427 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 14:10:50,620 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 14:10:56,197 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 14:11:15,290 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 14:11:20,754 - icews14 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.41027, Head : 0.36116, Avg : 0.38572 + +2023-05-10 14:11:23,685 - icews14 - [INFO] - [Epoch 27]: Training Loss: 0.0018888, Valid MRR: 0.38572, + + + +2023-05-10 14:11:24,191 - icews14 - [INFO] - [E:28| 0]: Train Loss:0.0018429, Val MRR:0.38572, icews14 +2023-05-10 14:12:18,377 - icews14 - [INFO] - [E:28| 100]: Train Loss:0.0018682, Val MRR:0.38572, icews14 +2023-05-10 14:13:12,487 - icews14 - [INFO] - [E:28| 200]: Train Loss:0.0018665, Val MRR:0.38572, icews14 +2023-05-10 14:14:06,336 - icews14 - [INFO] - [E:28| 300]: Train Loss:0.0018673, Val MRR:0.38572, icews14 +2023-05-10 14:14:59,924 - icews14 - [INFO] - [E:28| 400]: Train Loss:0.0018652, Val MRR:0.38572, icews14 +2023-05-10 14:15:49,252 - icews14 - [INFO] - [E:28| 500]: Train Loss:0.0018653, Val MRR:0.38572, icews14 +2023-05-10 14:16:30,355 - icews14 - [INFO] - [E:28| 600]: Train Loss:0.0018658, Val MRR:0.38572, icews14 +2023-05-10 14:17:24,249 - icews14 - [INFO] - [E:28| 700]: Train Loss:0.0018675, Val MRR:0.38572, icews14 +2023-05-10 14:18:17,795 - icews14 - [INFO] - [E:28| 800]: Train Loss:0.0018687, Val MRR:0.38572, icews14 +2023-05-10 14:19:11,801 - icews14 - [INFO] - [E:28| 900]: Train Loss:0.0018696, Val MRR:0.38572, icews14 +2023-05-10 14:20:05,667 - icews14 - [INFO] - [E:28| 1000]: Train Loss:0.001871, Val MRR:0.38572, icews14 +2023-05-10 14:20:59,632 - icews14 - [INFO] - [E:28| 1100]: Train Loss:0.0018726, Val MRR:0.38572, icews14 +2023-05-10 14:21:54,207 - icews14 - [INFO] - [E:28| 1200]: Train Loss:0.0018739, Val MRR:0.38572, icews14 +2023-05-10 14:22:48,382 - icews14 - [INFO] - [E:28| 1300]: Train Loss:0.0018752, Val MRR:0.38572, icews14 +2023-05-10 14:23:42,406 - icews14 - [INFO] - [E:28| 1400]: Train Loss:0.0018761, Val MRR:0.38572, icews14 +2023-05-10 14:24:36,308 - icews14 - [INFO] - [E:28| 1500]: Train Loss:0.0018765, Val MRR:0.38572, icews14 +2023-05-10 14:25:19,117 - icews14 - [INFO] - [E:28| 1600]: Train Loss:0.0018771, Val MRR:0.38572, icews14 +2023-05-10 14:26:12,305 - icews14 - [INFO] - [E:28| 1700]: Train Loss:0.0018778, Val MRR:0.38572, icews14 +2023-05-10 14:27:06,068 - icews14 - [INFO] - [E:28| 1800]: Train Loss:0.0018784, Val MRR:0.38572, icews14 +2023-05-10 14:27:59,717 - icews14 - [INFO] - [E:28| 1900]: Train Loss:0.0018789, Val MRR:0.38572, icews14 +2023-05-10 14:28:22,114 - icews14 - [INFO] - [Epoch:28]: Training Loss:0.001879 + +2023-05-10 14:28:22,246 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 14:28:41,571 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 14:28:47,272 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 14:29:06,417 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 14:29:11,742 - icews14 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.41182, Head : 0.36312, Avg : 0.38747 + +2023-05-10 14:29:14,129 - icews14 - [INFO] - [Epoch 28]: Training Loss: 0.0018793, Valid MRR: 0.38747, + + + +2023-05-10 14:29:14,639 - icews14 - [INFO] - [E:29| 0]: Train Loss:0.0019168, Val MRR:0.38747, icews14 +2023-05-10 14:30:08,591 - icews14 - [INFO] - [E:29| 100]: Train Loss:0.0018575, Val MRR:0.38747, icews14 +2023-05-10 14:31:02,023 - icews14 - [INFO] - [E:29| 200]: Train Loss:0.0018588, Val MRR:0.38747, icews14 +2023-05-10 14:31:56,077 - icews14 - [INFO] - [E:29| 300]: Train Loss:0.001858, Val MRR:0.38747, icews14 +2023-05-10 14:32:49,876 - icews14 - [INFO] - [E:29| 400]: Train Loss:0.0018609, Val MRR:0.38747, icews14 +2023-05-10 14:33:40,757 - icews14 - [INFO] - [E:29| 500]: Train Loss:0.0018623, Val MRR:0.38747, icews14 +2023-05-10 14:34:26,609 - icews14 - [INFO] - [E:29| 600]: Train Loss:0.0018637, Val MRR:0.38747, icews14 +2023-05-10 14:35:20,192 - icews14 - [INFO] - [E:29| 700]: Train Loss:0.0018645, Val MRR:0.38747, icews14 +2023-05-10 14:36:13,419 - icews14 - [INFO] - [E:29| 800]: Train Loss:0.0018648, Val MRR:0.38747, icews14 +2023-05-10 14:37:06,877 - icews14 - [INFO] - [E:29| 900]: Train Loss:0.0018652, Val MRR:0.38747, icews14 +2023-05-10 14:38:01,051 - icews14 - [INFO] - [E:29| 1000]: Train Loss:0.0018654, Val MRR:0.38747, icews14 +2023-05-10 14:38:55,190 - icews14 - [INFO] - [E:29| 1100]: Train Loss:0.0018658, Val MRR:0.38747, icews14 +2023-05-10 14:39:48,860 - icews14 - [INFO] - [E:29| 1200]: Train Loss:0.0018654, Val MRR:0.38747, icews14 +2023-05-10 14:40:42,376 - icews14 - [INFO] - [E:29| 1300]: Train Loss:0.0018661, Val MRR:0.38747, icews14 +2023-05-10 14:41:37,017 - icews14 - [INFO] - [E:29| 1400]: Train Loss:0.0018671, Val MRR:0.38747, icews14 +2023-05-10 14:42:26,510 - icews14 - [INFO] - [E:29| 1500]: Train Loss:0.0018678, Val MRR:0.38747, icews14 +2023-05-10 14:43:13,469 - icews14 - [INFO] - [E:29| 1600]: Train Loss:0.001868, Val MRR:0.38747, icews14 +2023-05-10 14:44:07,907 - icews14 - [INFO] - [E:29| 1700]: Train Loss:0.0018688, Val MRR:0.38747, icews14 +2023-05-10 14:45:01,759 - icews14 - [INFO] - [E:29| 1800]: Train Loss:0.0018698, Val MRR:0.38747, icews14 +2023-05-10 14:45:55,961 - icews14 - [INFO] - [E:29| 1900]: Train Loss:0.0018703, Val MRR:0.38747, icews14 +2023-05-10 14:46:18,592 - icews14 - [INFO] - [Epoch:29]: Training Loss:0.00187 + +2023-05-10 14:46:18,749 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 14:46:38,221 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 14:46:43,720 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 14:47:03,477 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 14:47:08,802 - icews14 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.41173, Head : 0.36106, Avg : 0.3864 + MR: Tail : 329.49, Head : 359.65, Avg : 344.57 + Hit-1: Tail : 0.30987, Head : 0.26108, Avg : 0.28547 + Hit-3: Tail : 0.4611, Head : 0.40272, Avg : 0.43191 + Hit-10: Tail : 0.61051, Head : 0.55978, Avg : 0.58514 +2023-05-10 14:47:08,803 - icews14 - [INFO] - [Epoch 29]: Training Loss: 0.0018702, Valid MRR: 0.38747, + + + +2023-05-10 14:47:09,440 - icews14 - [INFO] - [E:30| 0]: Train Loss:0.0018508, Val MRR:0.38747, icews14 +2023-05-10 14:48:03,846 - icews14 - [INFO] - [E:30| 100]: Train Loss:0.001845, Val MRR:0.38747, icews14 +2023-05-10 14:48:57,707 - icews14 - [INFO] - [E:30| 200]: Train Loss:0.0018436, Val MRR:0.38747, icews14 +2023-05-10 14:49:51,466 - icews14 - [INFO] - [E:30| 300]: Train Loss:0.0018437, Val MRR:0.38747, icews14 +2023-05-10 14:50:45,112 - icews14 - [INFO] - [E:30| 400]: Train Loss:0.0018477, Val MRR:0.38747, icews14 +2023-05-10 14:51:28,008 - icews14 - [INFO] - [E:30| 500]: Train Loss:0.001849, Val MRR:0.38747, icews14 +2023-05-10 14:52:22,508 - icews14 - [INFO] - [E:30| 600]: Train Loss:0.0018513, Val MRR:0.38747, icews14 +2023-05-10 14:53:16,404 - icews14 - [INFO] - [E:30| 700]: Train Loss:0.0018519, Val MRR:0.38747, icews14 +2023-05-10 14:54:10,145 - icews14 - [INFO] - [E:30| 800]: Train Loss:0.001852, Val MRR:0.38747, icews14 +2023-05-10 14:55:03,516 - icews14 - [INFO] - [E:30| 900]: Train Loss:0.0018531, Val MRR:0.38747, icews14 +2023-05-10 14:55:57,348 - icews14 - [INFO] - [E:30| 1000]: Train Loss:0.0018538, Val MRR:0.38747, icews14 +2023-05-10 14:56:51,113 - icews14 - [INFO] - [E:30| 1100]: Train Loss:0.0018552, Val MRR:0.38747, icews14 +2023-05-10 14:57:45,323 - icews14 - [INFO] - [E:30| 1200]: Train Loss:0.0018555, Val MRR:0.38747, icews14 +2023-05-10 14:58:39,505 - icews14 - [INFO] - [E:30| 1300]: Train Loss:0.0018567, Val MRR:0.38747, icews14 +2023-05-10 14:59:33,316 - icews14 - [INFO] - [E:30| 1400]: Train Loss:0.0018574, Val MRR:0.38747, icews14 +2023-05-10 15:00:15,324 - icews14 - [INFO] - [E:30| 1500]: Train Loss:0.0018582, Val MRR:0.38747, icews14 +2023-05-10 15:01:09,139 - icews14 - [INFO] - [E:30| 1600]: Train Loss:0.0018586, Val MRR:0.38747, icews14 +2023-05-10 15:02:02,890 - icews14 - [INFO] - [E:30| 1700]: Train Loss:0.0018593, Val MRR:0.38747, icews14 +2023-05-10 15:02:56,630 - icews14 - [INFO] - [E:30| 1800]: Train Loss:0.0018596, Val MRR:0.38747, icews14 +2023-05-10 15:03:50,210 - icews14 - [INFO] - [E:30| 1900]: Train Loss:0.0018602, Val MRR:0.38747, icews14 +2023-05-10 15:04:12,518 - icews14 - [INFO] - [Epoch:30]: Training Loss:0.001861 + +2023-05-10 15:04:12,671 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 15:04:28,130 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 15:04:31,247 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 15:04:46,655 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 15:04:51,959 - icews14 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.40734, Head : 0.3578, Avg : 0.38257 + +2023-05-10 15:04:51,959 - icews14 - [INFO] - [Epoch 30]: Training Loss: 0.0018606, Valid MRR: 0.38747, + + + +2023-05-10 15:04:52,680 - icews14 - [INFO] - [E:31| 0]: Train Loss:0.001807, Val MRR:0.38747, icews14 +2023-05-10 15:05:46,093 - icews14 - [INFO] - [E:31| 100]: Train Loss:0.0018353, Val MRR:0.38747, icews14 +2023-05-10 15:06:23,028 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-10 15:06:36,034 - icews14 - [INFO] - [Test, Tail_Batch Step 0] icews14 +2023-05-10 15:06:42,509 - icews14 - [INFO] - [E:31| 200]: Train Loss:0.0018359, Val MRR:0.38747, icews14 +2023-05-10 15:07:13,595 - icews14 - [INFO] - [Test, Head_Batch Step 0] icews14 +2023-05-10 15:07:50,693 - icews14 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.39774, Head : 0.34794, Avg : 0.37284 + MR: Tail : 333.06, Head : 365.74, Avg : 349.4 + Hit-1: Tail : 0.29655, Head : 0.24325, Avg : 0.2699 + Hit-3: Tail : 0.44143, Head : 0.39188, Avg : 0.41666 + Hit-10: Tail : 0.59721, Head : 0.55385, Avg : 0.57553 +2023-05-10 15:07:59,633 - icews14 - [INFO] - [E:31| 300]: Train Loss:0.0018386, Val MRR:0.38747, icews14 +2023-05-10 15:08:53,247 - icews14 - [INFO] - [E:31| 400]: Train Loss:0.0018391, Val MRR:0.38747, icews14 +2023-05-10 15:09:39,111 - icews14 - [INFO] - [E:31| 500]: Train Loss:0.0018399, Val MRR:0.38747, icews14 +2023-05-10 15:10:30,542 - icews14 - [INFO] - [E:31| 600]: Train Loss:0.0018404, Val MRR:0.38747, icews14 +2023-05-10 15:11:24,778 - icews14 - [INFO] - [E:31| 700]: Train Loss:0.0018405, Val MRR:0.38747, icews14 +2023-05-10 15:12:18,777 - icews14 - [INFO] - [E:31| 800]: Train Loss:0.0018414, Val MRR:0.38747, icews14 +2023-05-10 15:13:12,619 - icews14 - [INFO] - [E:31| 900]: Train Loss:0.0018407, Val MRR:0.38747, icews14 +2023-05-10 15:14:06,473 - icews14 - [INFO] - [E:31| 1000]: Train Loss:0.0018416, Val MRR:0.38747, icews14 +2023-05-10 15:14:59,867 - icews14 - [INFO] - [E:31| 1100]: Train Loss:0.0018426, Val MRR:0.38747, icews14 +2023-05-10 15:15:53,505 - icews14 - [INFO] - [E:31| 1200]: Train Loss:0.0018439, Val MRR:0.38747, icews14 +2023-05-10 15:16:47,146 - icews14 - [INFO] - [E:31| 1300]: Train Loss:0.0018448, Val MRR:0.38747, icews14 +2023-05-10 15:17:40,599 - icews14 - [INFO] - [E:31| 1400]: Train Loss:0.0018457, Val MRR:0.38747, icews14 +2023-05-10 15:18:23,506 - icews14 - [INFO] - [E:31| 1500]: Train Loss:0.0018466, Val MRR:0.38747, icews14 +2023-05-10 15:19:14,633 - icews14 - [INFO] - [E:31| 1600]: Train Loss:0.0018477, Val MRR:0.38747, icews14 +2023-05-10 15:20:07,935 - icews14 - [INFO] - [E:31| 1700]: Train Loss:0.0018489, Val MRR:0.38747, icews14 +2023-05-10 15:21:01,530 - icews14 - [INFO] - [E:31| 1800]: Train Loss:0.0018498, Val MRR:0.38747, icews14 +2023-05-10 15:21:55,079 - icews14 - [INFO] - [E:31| 1900]: Train Loss:0.0018507, Val MRR:0.38747, icews14 +2023-05-10 15:22:17,481 - icews14 - [INFO] - [Epoch:31]: Training Loss:0.001851 + +2023-05-10 15:22:17,754 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 15:22:37,086 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 15:22:42,586 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 15:23:01,576 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 15:23:07,082 - icews14 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.40805, Head : 0.35836, Avg : 0.38321 + +2023-05-10 15:23:07,083 - icews14 - [INFO] - [Epoch 31]: Training Loss: 0.0018511, Valid MRR: 0.38747, + + + +2023-05-10 15:23:07,722 - icews14 - [INFO] - [E:32| 0]: Train Loss:0.0018331, Val MRR:0.38747, icews14 +2023-05-10 15:24:02,553 - icews14 - [INFO] - [E:32| 100]: Train Loss:0.0018323, Val MRR:0.38747, icews14 +2023-05-10 15:24:56,060 - icews14 - [INFO] - [E:32| 200]: Train Loss:0.0018303, Val MRR:0.38747, icews14 +2023-05-10 15:25:49,813 - icews14 - [INFO] - [E:32| 300]: Train Loss:0.0018286, Val MRR:0.38747, icews14 +2023-05-10 15:26:43,607 - icews14 - [INFO] - [E:32| 400]: Train Loss:0.0018304, Val MRR:0.38747, icews14 +2023-05-10 15:27:25,990 - icews14 - [INFO] - [E:32| 500]: Train Loss:0.0018316, Val MRR:0.38747, icews14 +2023-05-10 15:28:20,431 - icews14 - [INFO] - [E:32| 600]: Train Loss:0.0018313, Val MRR:0.38747, icews14 +2023-05-10 15:29:13,993 - icews14 - [INFO] - [E:32| 700]: Train Loss:0.0018318, Val MRR:0.38747, icews14 +2023-05-10 15:30:08,647 - icews14 - [INFO] - [E:32| 800]: Train Loss:0.0018332, Val MRR:0.38747, icews14 +2023-05-10 15:31:03,875 - icews14 - [INFO] - [E:32| 900]: Train Loss:0.0018343, Val MRR:0.38747, icews14 +2023-05-10 15:31:59,698 - icews14 - [INFO] - [E:32| 1000]: Train Loss:0.0018351, Val MRR:0.38747, icews14 +2023-05-10 15:32:55,749 - icews14 - [INFO] - [E:32| 1100]: Train Loss:0.0018365, Val MRR:0.38747, icews14 +2023-05-10 15:33:51,453 - icews14 - [INFO] - [E:32| 1200]: Train Loss:0.0018369, Val MRR:0.38747, icews14 +2023-05-10 15:34:46,332 - icews14 - [INFO] - [E:32| 1300]: Train Loss:0.0018379, Val MRR:0.38747, icews14 +2023-05-10 15:35:40,013 - icews14 - [INFO] - [E:32| 1400]: Train Loss:0.0018389, Val MRR:0.38747, icews14 +2023-05-10 15:36:21,614 - icews14 - [INFO] - [E:32| 1500]: Train Loss:0.0018395, Val MRR:0.38747, icews14 +2023-05-10 15:37:16,622 - icews14 - [INFO] - [E:32| 1600]: Train Loss:0.0018401, Val MRR:0.38747, icews14 +2023-05-10 15:38:11,665 - icews14 - [INFO] - [E:32| 1700]: Train Loss:0.0018409, Val MRR:0.38747, icews14 +2023-05-10 15:39:06,686 - icews14 - [INFO] - [E:32| 1800]: Train Loss:0.0018413, Val MRR:0.38747, icews14 +2023-05-10 15:40:01,507 - icews14 - [INFO] - [E:32| 1900]: Train Loss:0.0018419, Val MRR:0.38747, icews14 +2023-05-10 15:40:24,551 - icews14 - [INFO] - [Epoch:32]: Training Loss:0.001842 + +2023-05-10 15:40:24,827 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 15:40:44,136 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 15:40:49,646 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 15:41:08,319 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 15:41:13,570 - icews14 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.40705, Head : 0.35669, Avg : 0.38187 + +2023-05-10 15:41:13,570 - icews14 - [INFO] - [Epoch 32]: Training Loss: 0.0018421, Valid MRR: 0.38747, + + + +2023-05-10 15:41:14,186 - icews14 - [INFO] - [E:33| 0]: Train Loss:0.0018263, Val MRR:0.38747, icews14 +2023-05-10 15:42:10,436 - icews14 - [INFO] - [E:33| 100]: Train Loss:0.0018245, Val MRR:0.38747, icews14 +2023-05-10 15:43:04,983 - icews14 - [INFO] - [E:33| 200]: Train Loss:0.0018233, Val MRR:0.38747, icews14 +2023-05-10 15:43:59,979 - icews14 - [INFO] - [E:33| 300]: Train Loss:0.0018243, Val MRR:0.38747, icews14 +2023-05-10 15:44:49,418 - icews14 - [INFO] - [E:33| 400]: Train Loss:0.0018229, Val MRR:0.38747, icews14 +2023-05-10 15:45:36,910 - icews14 - [INFO] - [E:33| 500]: Train Loss:0.0018227, Val MRR:0.38747, icews14 +2023-05-10 15:46:30,517 - icews14 - [INFO] - [E:33| 600]: Train Loss:0.0018242, Val MRR:0.38747, icews14 +2023-05-10 15:47:24,079 - icews14 - [INFO] - [E:33| 700]: Train Loss:0.0018252, Val MRR:0.38747, icews14 +2023-05-10 15:48:17,706 - icews14 - [INFO] - [E:33| 800]: Train Loss:0.0018257, Val MRR:0.38747, icews14 +2023-05-10 15:49:11,461 - icews14 - [INFO] - [E:33| 900]: Train Loss:0.0018266, Val MRR:0.38747, icews14 +2023-05-10 15:50:05,272 - icews14 - [INFO] - [E:33| 1000]: Train Loss:0.0018276, Val MRR:0.38747, icews14 +2023-05-10 15:50:58,727 - icews14 - [INFO] - [E:33| 1100]: Train Loss:0.0018275, Val MRR:0.38747, icews14 +2023-05-10 15:51:52,300 - icews14 - [INFO] - [E:33| 1200]: Train Loss:0.0018282, Val MRR:0.38747, icews14 +2023-05-10 15:52:46,646 - icews14 - [INFO] - [E:33| 1300]: Train Loss:0.0018291, Val MRR:0.38747, icews14 +2023-05-10 15:53:35,124 - icews14 - [INFO] - [E:33| 1400]: Train Loss:0.0018295, Val MRR:0.38747, icews14 +2023-05-10 15:54:17,412 - icews14 - [INFO] - [E:33| 1500]: Train Loss:0.0018301, Val MRR:0.38747, icews14 +2023-05-10 15:55:10,796 - icews14 - [INFO] - [E:33| 1600]: Train Loss:0.0018305, Val MRR:0.38747, icews14 +2023-05-10 15:56:04,517 - icews14 - [INFO] - [E:33| 1700]: Train Loss:0.0018311, Val MRR:0.38747, icews14 +2023-05-10 15:56:58,515 - icews14 - [INFO] - [E:33| 1800]: Train Loss:0.0018317, Val MRR:0.38747, icews14 +2023-05-10 15:57:52,023 - icews14 - [INFO] - [E:33| 1900]: Train Loss:0.0018321, Val MRR:0.38747, icews14 +2023-05-10 15:58:14,650 - icews14 - [INFO] - [Epoch:33]: Training Loss:0.001832 + +2023-05-10 15:58:14,783 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 15:58:34,494 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 15:58:40,045 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 15:58:59,317 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 15:59:04,915 - icews14 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.40278, Head : 0.35417, Avg : 0.37848 + +2023-05-10 15:59:04,915 - icews14 - [INFO] - [Epoch 33]: Training Loss: 0.0018325, Valid MRR: 0.38747, + + + +2023-05-10 15:59:05,387 - icews14 - [INFO] - [E:34| 0]: Train Loss:0.0018227, Val MRR:0.38747, icews14 +2023-05-10 15:59:58,601 - icews14 - [INFO] - [E:34| 100]: Train Loss:0.0018098, Val MRR:0.38747, icews14 +2023-05-10 16:00:52,335 - icews14 - [INFO] - [E:34| 200]: Train Loss:0.0018063, Val MRR:0.38747, icews14 +2023-05-10 16:01:45,970 - icews14 - [INFO] - [E:34| 300]: Train Loss:0.0018113, Val MRR:0.38747, icews14 +2023-05-10 16:02:32,685 - icews14 - [INFO] - [E:34| 400]: Train Loss:0.0018116, Val MRR:0.38747, icews14 +2023-05-10 16:03:22,563 - icews14 - [INFO] - [E:34| 500]: Train Loss:0.0018131, Val MRR:0.38747, icews14 +2023-05-10 16:04:16,064 - icews14 - [INFO] - [E:34| 600]: Train Loss:0.0018143, Val MRR:0.38747, icews14 +2023-05-10 16:05:10,230 - icews14 - [INFO] - [E:34| 700]: Train Loss:0.0018142, Val MRR:0.38747, icews14 +2023-05-10 16:06:03,907 - icews14 - [INFO] - [E:34| 800]: Train Loss:0.0018151, Val MRR:0.38747, icews14 +2023-05-10 16:06:57,593 - icews14 - [INFO] - [E:34| 900]: Train Loss:0.001816, Val MRR:0.38747, icews14 +2023-05-10 16:07:52,074 - icews14 - [INFO] - [E:34| 1000]: Train Loss:0.0018172, Val MRR:0.38747, icews14 +2023-05-10 16:08:45,650 - icews14 - [INFO] - [E:34| 1100]: Train Loss:0.0018173, Val MRR:0.38747, icews14 +2023-05-10 16:09:39,105 - icews14 - [INFO] - [E:34| 1200]: Train Loss:0.0018175, Val MRR:0.38747, icews14 +2023-05-10 16:10:33,647 - icews14 - [INFO] - [E:34| 1300]: Train Loss:0.0018186, Val MRR:0.38747, icews14 +2023-05-10 16:11:19,016 - icews14 - [INFO] - [E:34| 1400]: Train Loss:0.0018197, Val MRR:0.38747, icews14 +2023-05-10 16:12:09,879 - icews14 - [INFO] - [E:34| 1500]: Train Loss:0.0018199, Val MRR:0.38747, icews14 +2023-05-10 16:13:03,755 - icews14 - [INFO] - [E:34| 1600]: Train Loss:0.001821, Val MRR:0.38747, icews14 +2023-05-10 16:13:57,241 - icews14 - [INFO] - [E:34| 1700]: Train Loss:0.001822, Val MRR:0.38747, icews14 +2023-05-10 16:14:51,800 - icews14 - [INFO] - [E:34| 1800]: Train Loss:0.0018225, Val MRR:0.38747, icews14 +2023-05-10 16:15:45,788 - icews14 - [INFO] - [E:34| 1900]: Train Loss:0.0018234, Val MRR:0.38747, icews14 +2023-05-10 16:16:08,094 - icews14 - [INFO] - [Epoch:34]: Training Loss:0.001824 + +2023-05-10 16:16:08,227 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 16:16:27,717 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 16:16:33,239 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 16:16:52,524 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 16:16:58,227 - icews14 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.39829, Head : 0.35087, Avg : 0.37458 + +2023-05-10 16:16:58,227 - icews14 - [INFO] - [Epoch 34]: Training Loss: 0.0018238, Valid MRR: 0.38747, + + + +2023-05-10 16:16:58,639 - icews14 - [INFO] - [E:35| 0]: Train Loss:0.0017496, Val MRR:0.38747, icews14 +2023-05-10 16:17:52,092 - icews14 - [INFO] - [E:35| 100]: Train Loss:0.0017992, Val MRR:0.38747, icews14 +2023-05-10 16:18:45,891 - icews14 - [INFO] - [E:35| 200]: Train Loss:0.0017991, Val MRR:0.38747, icews14 +2023-05-10 16:19:40,104 - icews14 - [INFO] - [E:35| 300]: Train Loss:0.0018011, Val MRR:0.38747, icews14 +2023-05-10 16:20:22,645 - icews14 - [INFO] - [E:35| 400]: Train Loss:0.0018022, Val MRR:0.38747, icews14 +2023-05-10 16:21:16,628 - icews14 - [INFO] - [E:35| 500]: Train Loss:0.0018026, Val MRR:0.38747, icews14 +2023-05-10 16:22:10,630 - icews14 - [INFO] - [E:35| 600]: Train Loss:0.0018039, Val MRR:0.38747, icews14 +2023-05-10 16:23:04,228 - icews14 - [INFO] - [E:35| 700]: Train Loss:0.0018042, Val MRR:0.38747, icews14 +2023-05-10 16:23:57,825 - icews14 - [INFO] - [E:35| 800]: Train Loss:0.0018054, Val MRR:0.38747, icews14 +2023-05-10 16:24:52,278 - icews14 - [INFO] - [E:35| 900]: Train Loss:0.0018059, Val MRR:0.38747, icews14 +2023-05-10 16:25:47,092 - icews14 - [INFO] - [E:35| 1000]: Train Loss:0.0018073, Val MRR:0.38747, icews14 +2023-05-10 16:26:42,069 - icews14 - [INFO] - [E:35| 1100]: Train Loss:0.0018086, Val MRR:0.38747, icews14 +2023-05-10 16:27:36,822 - icews14 - [INFO] - [E:35| 1200]: Train Loss:0.0018096, Val MRR:0.38747, icews14 +2023-05-10 16:28:32,083 - icews14 - [INFO] - [E:35| 1300]: Train Loss:0.0018107, Val MRR:0.38747, icews14 +2023-05-10 16:29:11,480 - icews14 - [INFO] - [E:35| 1400]: Train Loss:0.0018106, Val MRR:0.38747, icews14 +2023-05-10 16:30:06,588 - icews14 - [INFO] - [E:35| 1500]: Train Loss:0.0018114, Val MRR:0.38747, icews14 +2023-05-10 16:31:02,091 - icews14 - [INFO] - [E:35| 1600]: Train Loss:0.0018124, Val MRR:0.38747, icews14 +2023-05-10 16:31:57,398 - icews14 - [INFO] - [E:35| 1700]: Train Loss:0.001813, Val MRR:0.38747, icews14 +2023-05-10 16:32:52,876 - icews14 - [INFO] - [E:35| 1800]: Train Loss:0.0018136, Val MRR:0.38747, icews14 +2023-05-10 16:33:47,468 - icews14 - [INFO] - [E:35| 1900]: Train Loss:0.0018143, Val MRR:0.38747, icews14 +2023-05-10 16:34:10,184 - icews14 - [INFO] - [Epoch:35]: Training Loss:0.001815 + +2023-05-10 16:34:10,320 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 16:34:29,808 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 16:34:35,615 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 16:34:54,852 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 16:35:00,041 - icews14 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.40281, Head : 0.35381, Avg : 0.37831 + +2023-05-10 16:35:00,042 - icews14 - [INFO] - [Epoch 35]: Training Loss: 0.0018146, Valid MRR: 0.38747, + + + +2023-05-10 16:35:00,541 - icews14 - [INFO] - [E:36| 0]: Train Loss:0.0018341, Val MRR:0.38747, icews14 +2023-05-10 16:35:56,205 - icews14 - [INFO] - [E:36| 100]: Train Loss:0.0017948, Val MRR:0.38747, icews14 +2023-05-10 16:36:51,052 - icews14 - [INFO] - [E:36| 200]: Train Loss:0.0017934, Val MRR:0.38747, icews14 +2023-05-10 16:37:43,404 - icews14 - [INFO] - [E:36| 300]: Train Loss:0.0017942, Val MRR:0.38747, icews14 +2023-05-10 16:38:25,549 - icews14 - [INFO] - [E:36| 400]: Train Loss:0.0017965, Val MRR:0.38747, icews14 +2023-05-10 16:39:19,953 - icews14 - [INFO] - [E:36| 500]: Train Loss:0.001797, Val MRR:0.38747, icews14 +2023-05-10 16:40:13,896 - icews14 - [INFO] - [E:36| 600]: Train Loss:0.0017978, Val MRR:0.38747, icews14 +2023-05-10 16:41:07,526 - icews14 - [INFO] - [E:36| 700]: Train Loss:0.0017981, Val MRR:0.38747, icews14 +2023-05-10 16:42:01,412 - icews14 - [INFO] - [E:36| 800]: Train Loss:0.0017981, Val MRR:0.38747, icews14 +2023-05-10 16:42:50,536 - icews14 - [INFO] - [E:36| 900]: Train Loss:0.0017993, Val MRR:0.38747, icews14 +2023-05-10 16:43:46,043 - icews14 - [INFO] - [E:36| 1000]: Train Loss:0.001799, Val MRR:0.38747, icews14 +2023-05-10 16:44:39,900 - icews14 - [INFO] - [E:36| 1100]: Train Loss:0.0018, Val MRR:0.38747, icews14 +2023-05-10 16:45:33,555 - icews14 - [INFO] - [E:36| 1200]: Train Loss:0.001801, Val MRR:0.38747, icews14 +2023-05-10 16:46:27,192 - icews14 - [INFO] - [E:36| 1300]: Train Loss:0.001802, Val MRR:0.38747, icews14 +2023-05-10 16:47:09,689 - icews14 - [INFO] - [E:36| 1400]: Train Loss:0.0018024, Val MRR:0.38747, icews14 +2023-05-10 16:48:03,727 - icews14 - [INFO] - [E:36| 1500]: Train Loss:0.0018026, Val MRR:0.38747, icews14 +2023-05-10 16:48:57,122 - icews14 - [INFO] - [E:36| 1600]: Train Loss:0.0018032, Val MRR:0.38747, icews14 +2023-05-10 16:49:49,285 - icews14 - [INFO] - [E:36| 1700]: Train Loss:0.0018044, Val MRR:0.38747, icews14 +2023-05-10 16:50:41,664 - icews14 - [INFO] - [E:36| 1800]: Train Loss:0.0018053, Val MRR:0.38747, icews14 +2023-05-10 16:51:34,500 - icews14 - [INFO] - [E:36| 1900]: Train Loss:0.0018062, Val MRR:0.38747, icews14 +2023-05-10 16:51:56,890 - icews14 - [INFO] - [Epoch:36]: Training Loss:0.001807 + +2023-05-10 16:51:57,158 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 16:52:16,223 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 16:52:21,307 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 16:52:42,088 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 16:52:50,502 - icews14 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.40056, Head : 0.35043, Avg : 0.3755 + +2023-05-10 16:52:50,502 - icews14 - [INFO] - [Epoch 36]: Training Loss: 0.0018065, Valid MRR: 0.38747, + + + +2023-05-10 16:52:51,284 - icews14 - [INFO] - [E:37| 0]: Train Loss:0.0017578, Val MRR:0.38747, icews14 +2023-05-10 16:54:13,131 - icews14 - [INFO] - [E:37| 100]: Train Loss:0.0017813, Val MRR:0.38747, icews14 +2023-05-10 16:55:35,034 - icews14 - [INFO] - [E:37| 200]: Train Loss:0.0017853, Val MRR:0.38747, icews14 +2023-05-10 16:56:29,143 - icews14 - [INFO] - [E:37| 300]: Train Loss:0.0017873, Val MRR:0.38747, icews14 +2023-05-10 16:57:11,863 - icews14 - [INFO] - [E:37| 400]: Train Loss:0.0017877, Val MRR:0.38747, icews14 +2023-05-10 16:58:17,485 - icews14 - [INFO] - [E:37| 500]: Train Loss:0.0017902, Val MRR:0.38747, icews14 +2023-05-10 16:59:21,219 - icews14 - [INFO] - [E:37| 600]: Train Loss:0.0017905, Val MRR:0.38747, icews14 +2023-05-10 17:00:15,113 - icews14 - [INFO] - [E:37| 700]: Train Loss:0.001792, Val MRR:0.38747, icews14 +2023-05-10 17:01:08,855 - icews14 - [INFO] - [E:37| 800]: Train Loss:0.0017916, Val MRR:0.38747, icews14 +2023-05-10 17:02:02,809 - icews14 - [INFO] - [E:37| 900]: Train Loss:0.0017926, Val MRR:0.38747, icews14 +2023-05-10 17:02:56,603 - icews14 - [INFO] - [E:37| 1000]: Train Loss:0.0017935, Val MRR:0.38747, icews14 +2023-05-10 17:03:50,071 - icews14 - [INFO] - [E:37| 1100]: Train Loss:0.0017941, Val MRR:0.38747, icews14 +2023-05-10 17:04:43,633 - icews14 - [INFO] - [E:37| 1200]: Train Loss:0.0017947, Val MRR:0.38747, icews14 +2023-05-10 17:05:37,830 - icews14 - [INFO] - [E:37| 1300]: Train Loss:0.0017953, Val MRR:0.38747, icews14 +2023-05-10 17:06:20,591 - icews14 - [INFO] - [E:37| 1400]: Train Loss:0.0017959, Val MRR:0.38747, icews14 +2023-05-10 17:07:14,554 - icews14 - [INFO] - [E:37| 1500]: Train Loss:0.0017961, Val MRR:0.38747, icews14 +2023-05-10 17:08:08,238 - icews14 - [INFO] - [E:37| 1600]: Train Loss:0.0017963, Val MRR:0.38747, icews14 +2023-05-10 17:09:02,187 - icews14 - [INFO] - [E:37| 1700]: Train Loss:0.0017968, Val MRR:0.38747, icews14 +2023-05-10 17:09:55,927 - icews14 - [INFO] - [E:37| 1800]: Train Loss:0.0017975, Val MRR:0.38747, icews14 +2023-05-10 17:10:49,538 - icews14 - [INFO] - [E:37| 1900]: Train Loss:0.0017981, Val MRR:0.38747, icews14 +2023-05-10 17:11:11,813 - icews14 - [INFO] - [Epoch:37]: Training Loss:0.001798 + +2023-05-10 17:11:11,965 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 17:11:31,152 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 17:11:36,738 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 17:11:56,096 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 17:12:01,439 - icews14 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.39952, Head : 0.34839, Avg : 0.37396 + +2023-05-10 17:12:01,439 - icews14 - [INFO] - [Epoch 37]: Training Loss: 0.0017983, Valid MRR: 0.38747, + + + +2023-05-10 17:12:02,072 - icews14 - [INFO] - [E:38| 0]: Train Loss:0.0018348, Val MRR:0.38747, icews14 +2023-05-10 17:12:56,520 - icews14 - [INFO] - [E:38| 100]: Train Loss:0.0017796, Val MRR:0.38747, icews14 +2023-05-10 17:13:50,313 - icews14 - [INFO] - [E:38| 200]: Train Loss:0.0017798, Val MRR:0.38747, icews14 +2023-05-10 17:14:40,923 - icews14 - [INFO] - [E:38| 300]: Train Loss:0.0017821, Val MRR:0.38747, icews14 +2023-05-10 17:15:27,025 - icews14 - [INFO] - [E:38| 400]: Train Loss:0.0017802, Val MRR:0.38747, icews14 +2023-05-10 17:16:20,858 - icews14 - [INFO] - [E:38| 500]: Train Loss:0.0017811, Val MRR:0.38747, icews14 +2023-05-10 17:17:14,479 - icews14 - [INFO] - [E:38| 600]: Train Loss:0.0017821, Val MRR:0.38747, icews14 +2023-05-10 17:18:08,397 - icews14 - [INFO] - [E:38| 700]: Train Loss:0.0017829, Val MRR:0.38747, icews14 +2023-05-10 17:19:02,577 - icews14 - [INFO] - [E:38| 800]: Train Loss:0.0017828, Val MRR:0.38747, icews14 +2023-05-10 17:19:56,559 - icews14 - [INFO] - [E:38| 900]: Train Loss:0.0017838, Val MRR:0.38747, icews14 +2023-05-10 17:20:51,728 - icews14 - [INFO] - [E:38| 1000]: Train Loss:0.001784, Val MRR:0.38747, icews14 +2023-05-10 17:21:47,103 - icews14 - [INFO] - [E:38| 1100]: Train Loss:0.0017838, Val MRR:0.38747, icews14 +2023-05-10 17:22:42,429 - icews14 - [INFO] - [E:38| 1200]: Train Loss:0.0017842, Val MRR:0.38747, icews14 +2023-05-10 17:23:32,648 - icews14 - [INFO] - [E:38| 1300]: Train Loss:0.0017851, Val MRR:0.38747, icews14 +2023-05-10 17:24:17,352 - icews14 - [INFO] - [E:38| 1400]: Train Loss:0.0017861, Val MRR:0.38747, icews14 +2023-05-10 17:25:11,868 - icews14 - [INFO] - [E:38| 1500]: Train Loss:0.0017868, Val MRR:0.38747, icews14 +2023-05-10 17:26:06,789 - icews14 - [INFO] - [E:38| 1600]: Train Loss:0.0017877, Val MRR:0.38747, icews14 +2023-05-10 17:27:01,519 - icews14 - [INFO] - [E:38| 1700]: Train Loss:0.001788, Val MRR:0.38747, icews14 +2023-05-10 17:27:56,963 - icews14 - [INFO] - [E:38| 1800]: Train Loss:0.0017888, Val MRR:0.38747, icews14 +2023-05-10 17:28:51,670 - icews14 - [INFO] - [E:38| 1900]: Train Loss:0.0017895, Val MRR:0.38747, icews14 +2023-05-10 17:29:14,224 - icews14 - [INFO] - [Epoch:38]: Training Loss:0.00179 + +2023-05-10 17:29:14,412 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 17:29:33,279 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 17:29:38,785 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 17:29:58,104 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 17:30:03,376 - icews14 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.39625, Head : 0.34755, Avg : 0.3719 + +2023-05-10 17:30:03,376 - icews14 - [INFO] - [Epoch 38]: Training Loss: 0.0017897, Valid MRR: 0.38747, + + + +2023-05-10 17:30:03,897 - icews14 - [INFO] - [E:39| 0]: Train Loss:0.0017423, Val MRR:0.38747, icews14 +2023-05-10 17:30:59,753 - icews14 - [INFO] - [E:39| 100]: Train Loss:0.0017653, Val MRR:0.38747, icews14 +2023-05-10 17:31:54,897 - icews14 - [INFO] - [E:39| 200]: Train Loss:0.0017654, Val MRR:0.38747, icews14 +2023-05-10 17:32:40,895 - icews14 - [INFO] - [E:39| 300]: Train Loss:0.0017691, Val MRR:0.38747, icews14 +2023-05-10 17:33:29,588 - icews14 - [INFO] - [E:39| 400]: Train Loss:0.0017689, Val MRR:0.38747, icews14 +2023-05-10 17:34:16,827 - icews14 - [INFO] - [E:39| 500]: Train Loss:0.0017717, Val MRR:0.38747, icews14 +2023-05-10 17:35:10,631 - icews14 - [INFO] - [E:39| 600]: Train Loss:0.0017735, Val MRR:0.38747, icews14 +2023-05-10 17:36:04,351 - icews14 - [INFO] - [E:39| 700]: Train Loss:0.001773, Val MRR:0.38747, icews14 +2023-05-10 17:36:57,708 - icews14 - [INFO] - [E:39| 800]: Train Loss:0.0017734, Val MRR:0.38747, icews14 +2023-05-10 17:37:51,452 - icews14 - [INFO] - [E:39| 900]: Train Loss:0.0017741, Val MRR:0.38747, icews14 +2023-05-10 17:38:45,316 - icews14 - [INFO] - [E:39| 1000]: Train Loss:0.0017748, Val MRR:0.38747, icews14 +2023-05-10 17:39:39,008 - icews14 - [INFO] - [E:39| 1100]: Train Loss:0.0017765, Val MRR:0.38747, icews14 +2023-05-10 17:40:32,582 - icews14 - [INFO] - [E:39| 1200]: Train Loss:0.0017775, Val MRR:0.38747, icews14 +2023-05-10 17:41:25,995 - icews14 - [INFO] - [E:39| 1300]: Train Loss:0.0017773, Val MRR:0.38747, icews14 +2023-05-10 17:42:09,033 - icews14 - [INFO] - [E:39| 1400]: Train Loss:0.001778, Val MRR:0.38747, icews14 +2023-05-10 17:43:02,846 - icews14 - [INFO] - [E:39| 1500]: Train Loss:0.0017788, Val MRR:0.38747, icews14 +2023-05-10 17:43:56,018 - icews14 - [INFO] - [E:39| 1600]: Train Loss:0.0017795, Val MRR:0.38747, icews14 +2023-05-10 17:44:50,106 - icews14 - [INFO] - [E:39| 1700]: Train Loss:0.0017803, Val MRR:0.38747, icews14 +2023-05-10 17:45:44,143 - icews14 - [INFO] - [E:39| 1800]: Train Loss:0.0017811, Val MRR:0.38747, icews14 +2023-05-10 17:46:38,551 - icews14 - [INFO] - [E:39| 1900]: Train Loss:0.0017813, Val MRR:0.38747, icews14 +2023-05-10 17:47:01,179 - icews14 - [INFO] - [Epoch:39]: Training Loss:0.001782 + +2023-05-10 17:47:01,312 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 17:47:20,676 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 17:47:26,490 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 17:47:45,871 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 17:47:51,425 - icews14 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.39905, Head : 0.34555, Avg : 0.3723 + MR: Tail : 480.8, Head : 497.49, Avg : 489.14 + Hit-1: Tail : 0.30113, Head : 0.24712, Avg : 0.27412 + Hit-3: Tail : 0.44326, Head : 0.38755, Avg : 0.4154 + Hit-10: Tail : 0.58794, Head : 0.54242, Avg : 0.56518 +2023-05-10 17:47:51,425 - icews14 - [INFO] - [Epoch 39]: Training Loss: 0.0017817, Valid MRR: 0.38747, + + + +2023-05-10 17:47:51,856 - icews14 - [INFO] - [E:40| 0]: Train Loss:0.0017162, Val MRR:0.38747, icews14 +2023-05-10 17:48:45,918 - icews14 - [INFO] - [E:40| 100]: Train Loss:0.001757, Val MRR:0.38747, icews14 +2023-05-10 17:49:40,074 - icews14 - [INFO] - [E:40| 200]: Train Loss:0.001762, Val MRR:0.38747, icews14 +2023-05-10 17:50:28,754 - icews14 - [INFO] - [E:40| 300]: Train Loss:0.0017634, Val MRR:0.38747, icews14 +2023-05-10 17:51:16,691 - icews14 - [INFO] - [E:40| 400]: Train Loss:0.0017639, Val MRR:0.38747, icews14 +2023-05-10 17:52:10,681 - icews14 - [INFO] - [E:40| 500]: Train Loss:0.0017637, Val MRR:0.38747, icews14 +2023-05-10 17:53:03,803 - icews14 - [INFO] - [E:40| 600]: Train Loss:0.0017653, Val MRR:0.38747, icews14 +2023-05-10 17:53:57,331 - icews14 - [INFO] - [E:40| 700]: Train Loss:0.0017659, Val MRR:0.38747, icews14 +2023-05-10 17:54:51,590 - icews14 - [INFO] - [E:40| 800]: Train Loss:0.0017659, Val MRR:0.38747, icews14 +2023-05-10 17:55:45,700 - icews14 - [INFO] - [E:40| 900]: Train Loss:0.0017665, Val MRR:0.38747, icews14 +2023-05-10 17:56:39,462 - icews14 - [INFO] - [E:40| 1000]: Train Loss:0.0017672, Val MRR:0.38747, icews14 +2023-05-10 17:57:33,143 - icews14 - [INFO] - [E:40| 1100]: Train Loss:0.0017677, Val MRR:0.38747, icews14 +2023-05-10 17:58:27,253 - icews14 - [INFO] - [E:40| 1200]: Train Loss:0.0017687, Val MRR:0.38747, icews14 +2023-05-10 17:59:14,782 - icews14 - [INFO] - [E:40| 1300]: Train Loss:0.0017694, Val MRR:0.38747, icews14 +2023-05-10 18:00:03,264 - icews14 - [INFO] - [E:40| 1400]: Train Loss:0.0017697, Val MRR:0.38747, icews14 +2023-05-10 18:00:57,290 - icews14 - [INFO] - [E:40| 1500]: Train Loss:0.0017707, Val MRR:0.38747, icews14 +2023-05-10 18:01:51,155 - icews14 - [INFO] - [E:40| 1600]: Train Loss:0.0017713, Val MRR:0.38747, icews14 +2023-05-10 18:02:44,660 - icews14 - [INFO] - [E:40| 1700]: Train Loss:0.001772, Val MRR:0.38747, icews14 +2023-05-10 18:03:38,277 - icews14 - [INFO] - [E:40| 1800]: Train Loss:0.0017725, Val MRR:0.38747, icews14 +2023-05-10 18:04:32,448 - icews14 - [INFO] - [E:40| 1900]: Train Loss:0.0017731, Val MRR:0.38747, icews14 +2023-05-10 18:04:54,851 - icews14 - [INFO] - [Epoch:40]: Training Loss:0.001773 + +2023-05-10 18:04:55,124 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 18:05:14,187 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 18:05:19,762 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 18:05:38,806 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 18:05:44,133 - icews14 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.39532, Head : 0.34331, Avg : 0.36931 + +2023-05-10 18:05:44,134 - icews14 - [INFO] - [Epoch 40]: Training Loss: 0.0017735, Valid MRR: 0.38747, + + + +2023-05-10 18:05:44,808 - icews14 - [INFO] - [E:41| 0]: Train Loss:0.0017365, Val MRR:0.38747, icews14 +2023-05-10 18:06:39,157 - icews14 - [INFO] - [E:41| 100]: Train Loss:0.0017554, Val MRR:0.38747, icews14 +2023-05-10 18:07:33,113 - icews14 - [INFO] - [E:41| 200]: Train Loss:0.0017556, Val MRR:0.38747, icews14 +2023-05-10 18:08:15,841 - icews14 - [INFO] - [E:41| 300]: Train Loss:0.0017542, Val MRR:0.38747, icews14 +2023-05-10 18:09:10,057 - icews14 - [INFO] - [E:41| 400]: Train Loss:0.001756, Val MRR:0.38747, icews14 +2023-05-10 18:10:03,768 - icews14 - [INFO] - [E:41| 500]: Train Loss:0.0017556, Val MRR:0.38747, icews14 +2023-05-10 18:10:57,113 - icews14 - [INFO] - [E:41| 600]: Train Loss:0.001756, Val MRR:0.38747, icews14 +2023-05-10 18:11:51,151 - icews14 - [INFO] - [E:41| 700]: Train Loss:0.0017558, Val MRR:0.38747, icews14 +2023-05-10 18:12:44,577 - icews14 - [INFO] - [E:41| 800]: Train Loss:0.001757, Val MRR:0.38747, icews14 +2023-05-10 18:13:38,586 - icews14 - [INFO] - [E:41| 900]: Train Loss:0.0017575, Val MRR:0.38747, icews14 +2023-05-10 18:14:32,894 - icews14 - [INFO] - [E:41| 1000]: Train Loss:0.0017583, Val MRR:0.38747, icews14 +2023-05-10 18:15:27,815 - icews14 - [INFO] - [E:41| 1100]: Train Loss:0.0017589, Val MRR:0.38747, icews14 +2023-05-10 18:16:23,113 - icews14 - [INFO] - [E:41| 1200]: Train Loss:0.0017596, Val MRR:0.38747, icews14 +2023-05-10 18:17:03,148 - icews14 - [INFO] - [E:41| 1300]: Train Loss:0.0017604, Val MRR:0.38747, icews14 +2023-05-10 18:17:58,133 - icews14 - [INFO] - [E:41| 1400]: Train Loss:0.0017615, Val MRR:0.38747, icews14 +2023-05-10 18:18:53,530 - icews14 - [INFO] - [E:41| 1500]: Train Loss:0.0017624, Val MRR:0.38747, icews14 +2023-05-10 18:19:48,354 - icews14 - [INFO] - [E:41| 1600]: Train Loss:0.001763, Val MRR:0.38747, icews14 +2023-05-10 18:20:43,338 - icews14 - [INFO] - [E:41| 1700]: Train Loss:0.0017638, Val MRR:0.38747, icews14 +2023-05-10 18:21:36,798 - icews14 - [INFO] - [E:41| 1800]: Train Loss:0.0017643, Val MRR:0.38747, icews14 +2023-05-10 18:22:24,637 - icews14 - [INFO] - [E:41| 1900]: Train Loss:0.0017647, Val MRR:0.38747, icews14 +2023-05-10 18:22:46,997 - icews14 - [INFO] - [Epoch:41]: Training Loss:0.001765 + +2023-05-10 18:22:47,169 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 18:23:05,982 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 18:23:11,425 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 18:23:29,981 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 18:23:35,178 - icews14 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.39813, Head : 0.34577, Avg : 0.37195 + +2023-05-10 18:23:35,179 - icews14 - [INFO] - [Epoch 41]: Training Loss: 0.001765, Valid MRR: 0.38747, + + + +2023-05-10 18:23:35,687 - icews14 - [INFO] - [E:42| 0]: Train Loss:0.0016911, Val MRR:0.38747, icews14 +2023-05-10 18:24:31,201 - icews14 - [INFO] - [E:42| 100]: Train Loss:0.0017423, Val MRR:0.38747, icews14 +2023-05-10 18:25:26,053 - icews14 - [INFO] - [E:42| 200]: Train Loss:0.0017432, Val MRR:0.38747, icews14 +2023-05-10 18:26:05,554 - icews14 - [INFO] - [E:42| 300]: Train Loss:0.001743, Val MRR:0.38747, icews14 +2023-05-10 18:26:59,779 - icews14 - [INFO] - [E:42| 400]: Train Loss:0.0017437, Val MRR:0.38747, icews14 +2023-05-10 18:27:55,416 - icews14 - [INFO] - [E:42| 500]: Train Loss:0.0017449, Val MRR:0.38747, icews14 +2023-05-10 18:28:49,695 - icews14 - [INFO] - [E:42| 600]: Train Loss:0.0017469, Val MRR:0.38747, icews14 +2023-05-10 18:29:43,851 - icews14 - [INFO] - [E:42| 700]: Train Loss:0.0017471, Val MRR:0.38747, icews14 +2023-05-10 18:30:37,827 - icews14 - [INFO] - [E:42| 800]: Train Loss:0.0017485, Val MRR:0.38747, icews14 +2023-05-10 18:31:32,386 - icews14 - [INFO] - [E:42| 900]: Train Loss:0.0017485, Val MRR:0.38747, icews14 +2023-05-10 18:32:26,042 - icews14 - [INFO] - [E:42| 1000]: Train Loss:0.0017492, Val MRR:0.38747, icews14 +2023-05-10 18:33:19,609 - icews14 - [INFO] - [E:42| 1100]: Train Loss:0.0017502, Val MRR:0.38747, icews14 +2023-05-10 18:34:13,201 - icews14 - [INFO] - [E:42| 1200]: Train Loss:0.001751, Val MRR:0.38747, icews14 +2023-05-10 18:34:55,707 - icews14 - [INFO] - [E:42| 1300]: Train Loss:0.0017517, Val MRR:0.38747, icews14 +2023-05-10 18:35:49,981 - icews14 - [INFO] - [E:42| 1400]: Train Loss:0.0017519, Val MRR:0.38747, icews14 +2023-05-10 18:36:44,681 - icews14 - [INFO] - [E:42| 1500]: Train Loss:0.0017528, Val MRR:0.38747, icews14 +2023-05-10 18:37:39,182 - icews14 - [INFO] - [E:42| 1600]: Train Loss:0.0017536, Val MRR:0.38747, icews14 +2023-05-10 18:38:33,145 - icews14 - [INFO] - [E:42| 1700]: Train Loss:0.0017544, Val MRR:0.38747, icews14 +2023-05-10 18:39:27,863 - icews14 - [INFO] - [E:42| 1800]: Train Loss:0.001755, Val MRR:0.38747, icews14 +2023-05-10 18:40:21,229 - icews14 - [INFO] - [E:42| 1900]: Train Loss:0.0017556, Val MRR:0.38747, icews14 +2023-05-10 18:40:44,057 - icews14 - [INFO] - [Epoch:42]: Training Loss:0.001756 + +2023-05-10 18:40:44,204 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 18:41:03,256 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 18:41:08,723 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 18:41:27,931 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 18:41:33,531 - icews14 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.39036, Head : 0.34274, Avg : 0.36655 + +2023-05-10 18:41:33,531 - icews14 - [INFO] - [Epoch 42]: Training Loss: 0.0017559, Valid MRR: 0.38747, + + + +2023-05-10 18:41:33,903 - icews14 - [INFO] - [E:43| 0]: Train Loss:0.0017452, Val MRR:0.38747, icews14 +2023-05-10 18:42:27,844 - icews14 - [INFO] - [E:43| 100]: Train Loss:0.0017292, Val MRR:0.38747, icews14 +2023-05-10 18:43:18,043 - icews14 - [INFO] - [E:43| 200]: Train Loss:0.001732, Val MRR:0.38747, icews14 +2023-05-10 18:44:04,455 - icews14 - [INFO] - [E:43| 300]: Train Loss:0.0017331, Val MRR:0.38747, icews14 +2023-05-10 18:44:58,173 - icews14 - [INFO] - [E:43| 400]: Train Loss:0.0017357, Val MRR:0.38747, icews14 +2023-05-10 18:45:51,853 - icews14 - [INFO] - [E:43| 500]: Train Loss:0.0017368, Val MRR:0.38747, icews14 +2023-05-10 18:46:45,566 - icews14 - [INFO] - [E:43| 600]: Train Loss:0.0017379, Val MRR:0.38747, icews14 +2023-05-10 18:47:39,888 - icews14 - [INFO] - [E:43| 700]: Train Loss:0.0017383, Val MRR:0.38747, icews14 +2023-05-10 18:48:33,289 - icews14 - [INFO] - [E:43| 800]: Train Loss:0.0017383, Val MRR:0.38747, icews14 +2023-05-10 18:49:27,304 - icews14 - [INFO] - [E:43| 900]: Train Loss:0.0017402, Val MRR:0.38747, icews14 +2023-05-10 18:50:21,348 - icews14 - [INFO] - [E:43| 1000]: Train Loss:0.0017407, Val MRR:0.38747, icews14 +2023-05-10 18:51:14,653 - icews14 - [INFO] - [E:43| 1100]: Train Loss:0.0017414, Val MRR:0.38747, icews14 +2023-05-10 18:52:04,484 - icews14 - [INFO] - [E:43| 1200]: Train Loss:0.0017418, Val MRR:0.38747, icews14 +2023-05-10 18:52:51,477 - icews14 - [INFO] - [E:43| 1300]: Train Loss:0.0017426, Val MRR:0.38747, icews14 +2023-05-10 18:53:45,369 - icews14 - [INFO] - [E:43| 1400]: Train Loss:0.0017438, Val MRR:0.38747, icews14 +2023-05-10 18:54:39,015 - icews14 - [INFO] - [E:43| 1500]: Train Loss:0.001744, Val MRR:0.38747, icews14 +2023-05-10 18:55:32,538 - icews14 - [INFO] - [E:43| 1600]: Train Loss:0.0017442, Val MRR:0.38747, icews14 +2023-05-10 18:56:26,133 - icews14 - [INFO] - [E:43| 1700]: Train Loss:0.0017448, Val MRR:0.38747, icews14 +2023-05-10 18:57:19,628 - icews14 - [INFO] - [E:43| 1800]: Train Loss:0.0017455, Val MRR:0.38747, icews14 +2023-05-10 18:58:13,282 - icews14 - [INFO] - [E:43| 1900]: Train Loss:0.0017461, Val MRR:0.38747, icews14 +2023-05-10 18:58:35,522 - icews14 - [INFO] - [Epoch:43]: Training Loss:0.001746 + +2023-05-10 18:58:35,794 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 18:58:55,281 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 18:59:00,781 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 18:59:20,533 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 18:59:25,787 - icews14 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.39577, Head : 0.34381, Avg : 0.36979 + +2023-05-10 18:59:25,788 - icews14 - [INFO] - [Epoch 43]: Training Loss: 0.0017463, Valid MRR: 0.38747, + + + +2023-05-10 18:59:26,215 - icews14 - [INFO] - [E:44| 0]: Train Loss:0.0017438, Val MRR:0.38747, icews14 +2023-05-10 19:00:19,824 - icews14 - [INFO] - [E:44| 100]: Train Loss:0.0017229, Val MRR:0.38747, icews14 +2023-05-10 19:01:02,250 - icews14 - [INFO] - [E:44| 200]: Train Loss:0.001726, Val MRR:0.38747, icews14 +2023-05-10 19:01:56,563 - icews14 - [INFO] - [E:44| 300]: Train Loss:0.0017255, Val MRR:0.38747, icews14 +2023-05-10 19:02:50,289 - icews14 - [INFO] - [E:44| 400]: Train Loss:0.0017269, Val MRR:0.38747, icews14 +2023-05-10 19:03:43,850 - icews14 - [INFO] - [E:44| 500]: Train Loss:0.001729, Val MRR:0.38747, icews14 +2023-05-10 19:04:38,049 - icews14 - [INFO] - [E:44| 600]: Train Loss:0.0017287, Val MRR:0.38747, icews14 +2023-05-10 19:05:32,179 - icews14 - [INFO] - [E:44| 700]: Train Loss:0.0017301, Val MRR:0.38747, icews14 +2023-05-10 19:06:25,668 - icews14 - [INFO] - [E:44| 800]: Train Loss:0.0017305, Val MRR:0.38747, icews14 +2023-05-10 19:07:20,163 - icews14 - [INFO] - [E:44| 900]: Train Loss:0.0017309, Val MRR:0.38747, icews14 +2023-05-10 19:08:13,816 - icews14 - [INFO] - [E:44| 1000]: Train Loss:0.0017314, Val MRR:0.38747, icews14 +2023-05-10 19:09:07,432 - icews14 - [INFO] - [E:44| 1100]: Train Loss:0.0017316, Val MRR:0.38747, icews14 +2023-05-10 19:09:49,936 - icews14 - [INFO] - [E:44| 1200]: Train Loss:0.0017322, Val MRR:0.38747, icews14 +2023-05-10 19:10:43,753 - icews14 - [INFO] - [E:44| 1300]: Train Loss:0.0017331, Val MRR:0.38747, icews14 +2023-05-10 19:11:32,468 - icews14 - [INFO] - [E:44| 1400]: Train Loss:0.0017337, Val MRR:0.38747, icews14 +2023-05-10 19:12:26,614 - icews14 - [INFO] - [E:44| 1500]: Train Loss:0.0017338, Val MRR:0.38747, icews14 +2023-05-10 19:13:20,299 - icews14 - [INFO] - [E:44| 1600]: Train Loss:0.0017343, Val MRR:0.38747, icews14 +2023-05-10 19:14:14,235 - icews14 - [INFO] - [E:44| 1700]: Train Loss:0.0017351, Val MRR:0.38747, icews14 +2023-05-10 19:15:08,665 - icews14 - [INFO] - [E:44| 1800]: Train Loss:0.0017358, Val MRR:0.38747, icews14 +2023-05-10 19:16:02,896 - icews14 - [INFO] - [E:44| 1900]: Train Loss:0.0017366, Val MRR:0.38747, icews14 +2023-05-10 19:16:25,397 - icews14 - [INFO] - [Epoch:44]: Training Loss:0.001737 + +2023-05-10 19:16:25,530 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 19:16:44,724 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 19:16:50,538 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 19:17:09,814 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 19:17:15,383 - icews14 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.39647, Head : 0.34058, Avg : 0.36852 + +2023-05-10 19:17:15,383 - icews14 - [INFO] - [Epoch 44]: Training Loss: 0.001737, Valid MRR: 0.38747, + + + +2023-05-10 19:17:15,798 - icews14 - [INFO] - [E:45| 0]: Train Loss:0.0017096, Val MRR:0.38747, icews14 +2023-05-10 19:18:10,002 - icews14 - [INFO] - [E:45| 100]: Train Loss:0.0017208, Val MRR:0.38747, icews14 +2023-05-10 19:18:52,170 - icews14 - [INFO] - [E:45| 200]: Train Loss:0.0017179, Val MRR:0.38747, icews14 +2023-05-10 19:19:45,940 - icews14 - [INFO] - [E:45| 300]: Train Loss:0.0017186, Val MRR:0.38747, icews14 +2023-05-10 19:20:39,411 - icews14 - [INFO] - [E:45| 400]: Train Loss:0.0017197, Val MRR:0.38747, icews14 +2023-05-10 19:21:33,256 - icews14 - [INFO] - [E:45| 500]: Train Loss:0.0017193, Val MRR:0.38747, icews14 +2023-05-10 19:22:27,011 - icews14 - [INFO] - [E:45| 600]: Train Loss:0.001718, Val MRR:0.38747, icews14 +2023-05-10 19:23:20,826 - icews14 - [INFO] - [E:45| 700]: Train Loss:0.0017181, Val MRR:0.38747, icews14 +2023-05-10 19:24:14,874 - icews14 - [INFO] - [E:45| 800]: Train Loss:0.001719, Val MRR:0.38747, icews14 +2023-05-10 19:25:08,556 - icews14 - [INFO] - [E:45| 900]: Train Loss:0.0017196, Val MRR:0.38747, icews14 +2023-05-10 19:26:02,410 - icews14 - [INFO] - [E:45| 1000]: Train Loss:0.0017205, Val MRR:0.38747, icews14 +2023-05-10 19:26:56,231 - icews14 - [INFO] - [E:45| 1100]: Train Loss:0.0017208, Val MRR:0.38747, icews14 +2023-05-10 19:27:38,517 - icews14 - [INFO] - [E:45| 1200]: Train Loss:0.0017216, Val MRR:0.38747, icews14 +2023-05-10 19:28:32,448 - icews14 - [INFO] - [E:45| 1300]: Train Loss:0.0017225, Val MRR:0.38747, icews14 +2023-05-10 19:29:26,293 - icews14 - [INFO] - [E:45| 1400]: Train Loss:0.0017234, Val MRR:0.38747, icews14 +2023-05-10 19:30:19,500 - icews14 - [INFO] - [E:45| 1500]: Train Loss:0.0017242, Val MRR:0.38747, icews14 +2023-05-10 19:31:13,475 - icews14 - [INFO] - [E:45| 1600]: Train Loss:0.0017248, Val MRR:0.38747, icews14 +2023-05-10 19:32:06,909 - icews14 - [INFO] - [E:45| 1700]: Train Loss:0.0017252, Val MRR:0.38747, icews14 +2023-05-10 19:33:00,383 - icews14 - [INFO] - [E:45| 1800]: Train Loss:0.0017258, Val MRR:0.38747, icews14 +2023-05-10 19:33:53,992 - icews14 - [INFO] - [E:45| 1900]: Train Loss:0.0017265, Val MRR:0.38747, icews14 +2023-05-10 19:34:16,406 - icews14 - [INFO] - [Epoch:45]: Training Loss:0.001727 + +2023-05-10 19:34:16,679 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 19:34:36,068 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 19:34:41,653 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 19:35:00,965 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 19:35:06,281 - icews14 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.39167, Head : 0.33934, Avg : 0.3655 + +2023-05-10 19:35:06,281 - icews14 - [INFO] - [Epoch 45]: Training Loss: 0.0017269, Valid MRR: 0.38747, + + + +2023-05-10 19:35:07,014 - icews14 - [INFO] - [E:46| 0]: Train Loss:0.0016969, Val MRR:0.38747, icews14 +2023-05-10 19:35:56,966 - icews14 - [INFO] - [E:46| 100]: Train Loss:0.0017073, Val MRR:0.38747, icews14 +2023-05-10 19:36:44,234 - icews14 - [INFO] - [E:46| 200]: Train Loss:0.0017056, Val MRR:0.38747, icews14 +2023-05-10 19:37:38,007 - icews14 - [INFO] - [E:46| 300]: Train Loss:0.0017057, Val MRR:0.38747, icews14 +2023-05-10 19:38:31,968 - icews14 - [INFO] - [E:46| 400]: Train Loss:0.0017068, Val MRR:0.38747, icews14 +2023-05-10 19:39:25,779 - icews14 - [INFO] - [E:46| 500]: Train Loss:0.0017073, Val MRR:0.38747, icews14 +2023-05-10 19:40:19,093 - icews14 - [INFO] - [E:46| 600]: Train Loss:0.0017085, Val MRR:0.38747, icews14 +2023-05-10 19:41:13,039 - icews14 - [INFO] - [E:46| 700]: Train Loss:0.0017089, Val MRR:0.38747, icews14 +2023-05-10 19:42:06,901 - icews14 - [INFO] - [E:46| 800]: Train Loss:0.0017103, Val MRR:0.38747, icews14 +2023-05-10 19:43:00,682 - icews14 - [INFO] - [E:46| 900]: Train Loss:0.0017102, Val MRR:0.38747, icews14 +2023-05-10 19:43:54,237 - icews14 - [INFO] - [E:46| 1000]: Train Loss:0.0017109, Val MRR:0.38747, icews14 +2023-05-10 19:44:43,538 - icews14 - [INFO] - [E:46| 1100]: Train Loss:0.0017119, Val MRR:0.38747, icews14 +2023-05-10 19:45:31,071 - icews14 - [INFO] - [E:46| 1200]: Train Loss:0.0017125, Val MRR:0.38747, icews14 +2023-05-10 19:46:24,727 - icews14 - [INFO] - [E:46| 1300]: Train Loss:0.0017129, Val MRR:0.38747, icews14 +2023-05-10 19:47:18,975 - icews14 - [INFO] - [E:46| 1400]: Train Loss:0.0017136, Val MRR:0.38747, icews14 +2023-05-10 19:48:12,595 - icews14 - [INFO] - [E:46| 1500]: Train Loss:0.001714, Val MRR:0.38747, icews14 +2023-05-10 19:49:06,288 - icews14 - [INFO] - [E:46| 1600]: Train Loss:0.0017146, Val MRR:0.38747, icews14 +2023-05-10 19:49:59,794 - icews14 - [INFO] - [E:46| 1700]: Train Loss:0.0017149, Val MRR:0.38747, icews14 +2023-05-10 19:50:53,609 - icews14 - [INFO] - [E:46| 1800]: Train Loss:0.0017159, Val MRR:0.38747, icews14 +2023-05-10 19:51:47,456 - icews14 - [INFO] - [E:46| 1900]: Train Loss:0.0017163, Val MRR:0.38747, icews14 +2023-05-10 19:52:09,902 - icews14 - [INFO] - [Epoch:46]: Training Loss:0.001716 + +2023-05-10 19:52:10,035 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 19:52:28,942 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 19:52:34,452 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 19:52:53,295 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 19:52:58,502 - icews14 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.39578, Head : 0.34338, Avg : 0.36958 + +2023-05-10 19:52:58,502 - icews14 - [INFO] - [Epoch 46]: Training Loss: 0.0017165, Valid MRR: 0.38747, + + + +2023-05-10 19:52:59,002 - icews14 - [INFO] - [E:47| 0]: Train Loss:0.0016916, Val MRR:0.38747, icews14 +2023-05-10 19:53:40,899 - icews14 - [INFO] - [E:47| 100]: Train Loss:0.0016984, Val MRR:0.38747, icews14 +2023-05-10 19:54:33,599 - icews14 - [INFO] - [E:47| 200]: Train Loss:0.0016965, Val MRR:0.38747, icews14 +2023-05-10 19:55:27,116 - icews14 - [INFO] - [E:47| 300]: Train Loss:0.0016973, Val MRR:0.38747, icews14 +2023-05-10 19:56:20,899 - icews14 - [INFO] - [E:47| 400]: Train Loss:0.0016967, Val MRR:0.38747, icews14 +2023-05-10 19:57:14,717 - icews14 - [INFO] - [E:47| 500]: Train Loss:0.0016976, Val MRR:0.38747, icews14 +2023-05-10 19:58:08,371 - icews14 - [INFO] - [E:47| 600]: Train Loss:0.0016983, Val MRR:0.38747, icews14 +2023-05-10 19:59:00,254 - icews14 - [INFO] - [E:47| 700]: Train Loss:0.0016989, Val MRR:0.38747, icews14 +2023-05-10 19:59:51,320 - icews14 - [INFO] - [E:47| 800]: Train Loss:0.0016998, Val MRR:0.38747, icews14 +2023-05-10 20:00:45,338 - icews14 - [INFO] - [E:47| 900]: Train Loss:0.0017003, Val MRR:0.38747, icews14 +2023-05-10 20:01:38,591 - icews14 - [INFO] - [E:47| 1000]: Train Loss:0.001701, Val MRR:0.38747, icews14 +2023-05-10 20:02:21,653 - icews14 - [INFO] - [E:47| 1100]: Train Loss:0.0017011, Val MRR:0.38747, icews14 +2023-05-10 20:03:15,593 - icews14 - [INFO] - [E:47| 1200]: Train Loss:0.0017021, Val MRR:0.38747, icews14 +2023-05-10 20:04:09,815 - icews14 - [INFO] - [E:47| 1300]: Train Loss:0.0017025, Val MRR:0.38747, icews14 +2023-05-10 20:05:03,589 - icews14 - [INFO] - [E:47| 1400]: Train Loss:0.0017034, Val MRR:0.38747, icews14 +2023-05-10 20:05:57,163 - icews14 - [INFO] - [E:47| 1500]: Train Loss:0.0017046, Val MRR:0.38747, icews14 +2023-05-10 20:06:50,886 - icews14 - [INFO] - [E:47| 1600]: Train Loss:0.0017055, Val MRR:0.38747, icews14 +2023-05-10 20:07:44,767 - icews14 - [INFO] - [E:47| 1700]: Train Loss:0.0017058, Val MRR:0.38747, icews14 +2023-05-10 20:08:39,100 - icews14 - [INFO] - [E:47| 1800]: Train Loss:0.0017063, Val MRR:0.38747, icews14 +2023-05-10 20:09:32,286 - icews14 - [INFO] - [E:47| 1900]: Train Loss:0.0017067, Val MRR:0.38747, icews14 +2023-05-10 20:09:55,115 - icews14 - [INFO] - [Epoch:47]: Training Loss:0.001707 + +2023-05-10 20:09:55,372 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 20:10:14,817 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 20:10:20,284 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 20:10:39,452 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 20:10:44,724 - icews14 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.39859, Head : 0.34245, Avg : 0.37052 + +2023-05-10 20:10:44,725 - icews14 - [INFO] - [Epoch 47]: Training Loss: 0.0017068, Valid MRR: 0.38747, + + + +2023-05-10 20:10:45,474 - icews14 - [INFO] - [E:48| 0]: Train Loss:0.0017065, Val MRR:0.38747, icews14 +2023-05-10 20:11:28,109 - icews14 - [INFO] - [E:48| 100]: Train Loss:0.0016955, Val MRR:0.38747, icews14 +2023-05-10 20:12:22,474 - icews14 - [INFO] - [E:48| 200]: Train Loss:0.0016907, Val MRR:0.38747, icews14 +2023-05-10 20:13:17,183 - icews14 - [INFO] - [E:48| 300]: Train Loss:0.0016915, Val MRR:0.38747, icews14 +2023-05-10 20:14:11,057 - icews14 - [INFO] - [E:48| 400]: Train Loss:0.0016912, Val MRR:0.38747, icews14 +2023-05-10 20:15:04,887 - icews14 - [INFO] - [E:48| 500]: Train Loss:0.0016924, Val MRR:0.38747, icews14 +2023-05-10 20:15:58,792 - icews14 - [INFO] - [E:48| 600]: Train Loss:0.0016928, Val MRR:0.38747, icews14 +2023-05-10 20:16:52,631 - icews14 - [INFO] - [E:48| 700]: Train Loss:0.0016929, Val MRR:0.38747, icews14 +2023-05-10 20:17:46,327 - icews14 - [INFO] - [E:48| 800]: Train Loss:0.0016931, Val MRR:0.38747, icews14 +2023-05-10 20:18:39,518 - icews14 - [INFO] - [E:48| 900]: Train Loss:0.0016931, Val MRR:0.38747, icews14 +2023-05-10 20:19:33,191 - icews14 - [INFO] - [E:48| 1000]: Train Loss:0.0016936, Val MRR:0.38747, icews14 +2023-05-10 20:20:15,809 - icews14 - [INFO] - [E:48| 1100]: Train Loss:0.0016947, Val MRR:0.38747, icews14 +2023-05-10 20:21:09,646 - icews14 - [INFO] - [E:48| 1200]: Train Loss:0.0016951, Val MRR:0.38747, icews14 +2023-05-10 20:22:03,497 - icews14 - [INFO] - [E:48| 1300]: Train Loss:0.0016949, Val MRR:0.38747, icews14 +2023-05-10 20:22:57,461 - icews14 - [INFO] - [E:48| 1400]: Train Loss:0.0016947, Val MRR:0.38747, icews14 +2023-05-10 20:23:51,445 - icews14 - [INFO] - [E:48| 1500]: Train Loss:0.0016952, Val MRR:0.38747, icews14 +2023-05-10 20:24:45,582 - icews14 - [INFO] - [E:48| 1600]: Train Loss:0.001696, Val MRR:0.38747, icews14 +2023-05-10 20:25:39,450 - icews14 - [INFO] - [E:48| 1700]: Train Loss:0.0016965, Val MRR:0.38747, icews14 +2023-05-10 20:26:33,168 - icews14 - [INFO] - [E:48| 1800]: Train Loss:0.0016967, Val MRR:0.38747, icews14 +2023-05-10 20:27:26,884 - icews14 - [INFO] - [E:48| 1900]: Train Loss:0.0016969, Val MRR:0.38747, icews14 +2023-05-10 20:27:49,248 - icews14 - [INFO] - [Epoch:48]: Training Loss:0.001697 + +2023-05-10 20:27:49,399 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 20:28:08,510 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 20:28:13,891 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 20:28:27,529 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 20:28:30,548 - icews14 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.40051, Head : 0.34567, Avg : 0.37309 + +2023-05-10 20:28:30,548 - icews14 - [INFO] - [Epoch 48]: Training Loss: 0.0016969, Valid MRR: 0.38747, + + + +2023-05-10 20:28:30,891 - icews14 - [INFO] - [E:49| 0]: Train Loss:0.0017011, Val MRR:0.38747, icews14 +2023-05-10 20:29:20,705 - icews14 - [INFO] - [E:49| 100]: Train Loss:0.0016815, Val MRR:0.38747, icews14 +2023-05-10 20:30:14,198 - icews14 - [INFO] - [E:49| 200]: Train Loss:0.0016768, Val MRR:0.38747, icews14 +2023-05-10 20:31:08,161 - icews14 - [INFO] - [E:49| 300]: Train Loss:0.0016781, Val MRR:0.38747, icews14 +2023-05-10 20:32:02,648 - icews14 - [INFO] - [E:49| 400]: Train Loss:0.0016789, Val MRR:0.38747, icews14 +2023-05-10 20:32:56,102 - icews14 - [INFO] - [E:49| 500]: Train Loss:0.0016789, Val MRR:0.38747, icews14 +2023-05-10 20:33:49,559 - icews14 - [INFO] - [E:49| 600]: Train Loss:0.0016799, Val MRR:0.38747, icews14 +2023-05-10 20:34:43,574 - icews14 - [INFO] - [E:49| 700]: Train Loss:0.0016802, Val MRR:0.38747, icews14 +2023-05-10 20:35:37,843 - icews14 - [INFO] - [E:49| 800]: Train Loss:0.0016805, Val MRR:0.38747, icews14 +2023-05-10 20:36:32,034 - icews14 - [INFO] - [E:49| 900]: Train Loss:0.0016812, Val MRR:0.38747, icews14 +2023-05-10 20:37:17,985 - icews14 - [INFO] - [E:49| 1000]: Train Loss:0.0016818, Val MRR:0.38747, icews14 +2023-05-10 20:38:08,242 - icews14 - [INFO] - [E:49| 1100]: Train Loss:0.001683, Val MRR:0.38747, icews14 +2023-05-10 20:39:01,971 - icews14 - [INFO] - [E:49| 1200]: Train Loss:0.001684, Val MRR:0.38747, icews14 +2023-05-10 20:39:55,211 - icews14 - [INFO] - [E:49| 1300]: Train Loss:0.0016844, Val MRR:0.38747, icews14 +2023-05-10 20:40:48,863 - icews14 - [INFO] - [E:49| 1400]: Train Loss:0.0016847, Val MRR:0.38747, icews14 +2023-05-10 20:41:42,805 - icews14 - [INFO] - [E:49| 1500]: Train Loss:0.0016849, Val MRR:0.38747, icews14 +2023-05-10 20:42:37,385 - icews14 - [INFO] - [E:49| 1600]: Train Loss:0.0016857, Val MRR:0.38747, icews14 +2023-05-10 20:43:31,590 - icews14 - [INFO] - [E:49| 1700]: Train Loss:0.0016861, Val MRR:0.38747, icews14 +2023-05-10 20:44:26,072 - icews14 - [INFO] - [E:49| 1800]: Train Loss:0.0016866, Val MRR:0.38747, icews14 +2023-05-10 20:45:20,097 - icews14 - [INFO] - [E:49| 1900]: Train Loss:0.0016875, Val MRR:0.38747, icews14 +2023-05-10 20:45:42,887 - icews14 - [INFO] - [Epoch:49]: Training Loss:0.001688 + +2023-05-10 20:45:43,041 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 20:45:57,374 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 20:46:00,514 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 20:46:13,373 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 20:46:18,995 - icews14 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.40027, Head : 0.34341, Avg : 0.37184 + MR: Tail : 632.14, Head : 664.55, Avg : 648.34 + Hit-1: Tail : 0.30683, Head : 0.25027, Avg : 0.27855 + Hit-3: Tail : 0.44848, Head : 0.38136, Avg : 0.41492 + Hit-10: Tail : 0.58114, Head : 0.52579, Avg : 0.55347 +2023-05-10 20:46:18,996 - icews14 - [INFO] - [Epoch 49]: Training Loss: 0.0016876, Valid MRR: 0.38747, + + + +2023-05-10 20:46:19,403 - icews14 - [INFO] - [E:50| 0]: Train Loss:0.0016243, Val MRR:0.38747, icews14 +2023-05-10 20:47:13,584 - icews14 - [INFO] - [E:50| 100]: Train Loss:0.0016745, Val MRR:0.38747, icews14 +2023-05-10 20:48:02,047 - icews14 - [INFO] - [E:50| 200]: Train Loss:0.0016728, Val MRR:0.38747, icews14 +2023-05-10 20:48:55,900 - icews14 - [INFO] - [E:50| 300]: Train Loss:0.0016717, Val MRR:0.38747, icews14 +2023-05-10 20:49:49,834 - icews14 - [INFO] - [E:50| 400]: Train Loss:0.0016704, Val MRR:0.38747, icews14 +2023-05-10 20:50:44,321 - icews14 - [INFO] - [E:50| 500]: Train Loss:0.0016715, Val MRR:0.38747, icews14 +2023-05-10 20:51:38,447 - icews14 - [INFO] - [E:50| 600]: Train Loss:0.0016721, Val MRR:0.38747, icews14 +2023-05-10 20:52:32,503 - icews14 - [INFO] - [E:50| 700]: Train Loss:0.0016725, Val MRR:0.38747, icews14 +2023-05-10 20:53:26,141 - icews14 - [INFO] - [E:50| 800]: Train Loss:0.0016731, Val MRR:0.38747, icews14 +2023-05-10 20:54:19,601 - icews14 - [INFO] - [E:50| 900]: Train Loss:0.0016737, Val MRR:0.38747, icews14 +2023-05-10 20:55:03,481 - icews14 - [INFO] - [E:50| 1000]: Train Loss:0.0016742, Val MRR:0.38747, icews14 +2023-05-10 20:55:57,633 - icews14 - [INFO] - [E:50| 1100]: Train Loss:0.0016743, Val MRR:0.38747, icews14 +2023-05-10 20:56:51,366 - icews14 - [INFO] - [E:50| 1200]: Train Loss:0.0016749, Val MRR:0.38747, icews14 +2023-05-10 20:57:45,481 - icews14 - [INFO] - [E:50| 1300]: Train Loss:0.0016754, Val MRR:0.38747, icews14 +2023-05-10 20:58:38,913 - icews14 - [INFO] - [E:50| 1400]: Train Loss:0.0016762, Val MRR:0.38747, icews14 +2023-05-10 20:59:32,500 - icews14 - [INFO] - [E:50| 1500]: Train Loss:0.0016765, Val MRR:0.38747, icews14 +2023-05-10 21:00:26,488 - icews14 - [INFO] - [E:50| 1600]: Train Loss:0.0016768, Val MRR:0.38747, icews14 +2023-05-10 21:01:20,647 - icews14 - [INFO] - [E:50| 1700]: Train Loss:0.001677, Val MRR:0.38747, icews14 +2023-05-10 21:02:13,930 - icews14 - [INFO] - [E:50| 1800]: Train Loss:0.0016775, Val MRR:0.38747, icews14 +2023-05-10 21:03:07,758 - icews14 - [INFO] - [E:50| 1900]: Train Loss:0.001678, Val MRR:0.38747, icews14 +2023-05-10 21:03:30,109 - icews14 - [INFO] - [Epoch:50]: Training Loss:0.001678 + +2023-05-10 21:03:30,243 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 21:03:41,765 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 21:03:44,897 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 21:03:59,539 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 21:04:05,153 - icews14 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.40071, Head : 0.34958, Avg : 0.37515 + +2023-05-10 21:04:05,154 - icews14 - [INFO] - [Epoch 50]: Training Loss: 0.0016784, Valid MRR: 0.38747, + + + +2023-05-10 21:04:05,656 - icews14 - [INFO] - [E:51| 0]: Train Loss:0.0016671, Val MRR:0.38747, icews14 +2023-05-10 21:05:00,784 - icews14 - [INFO] - [E:51| 100]: Train Loss:0.0016628, Val MRR:0.38747, icews14 +2023-05-10 21:05:54,345 - icews14 - [INFO] - [E:51| 200]: Train Loss:0.0016642, Val MRR:0.38747, icews14 +2023-05-10 21:06:48,341 - icews14 - [INFO] - [E:51| 300]: Train Loss:0.0016611, Val MRR:0.38747, icews14 +2023-05-10 21:07:41,634 - icews14 - [INFO] - [E:51| 400]: Train Loss:0.0016629, Val MRR:0.38747, icews14 +2023-05-10 21:08:35,164 - icews14 - [INFO] - [E:51| 500]: Train Loss:0.0016632, Val MRR:0.38747, icews14 +2023-05-10 21:09:29,044 - icews14 - [INFO] - [E:51| 600]: Train Loss:0.0016633, Val MRR:0.38747, icews14 +2023-05-10 21:10:22,483 - icews14 - [INFO] - [E:51| 700]: Train Loss:0.0016644, Val MRR:0.38747, icews14 +2023-05-10 21:11:16,147 - icews14 - [INFO] - [E:51| 800]: Train Loss:0.0016647, Val MRR:0.38747, icews14 +2023-05-10 21:12:09,990 - icews14 - [INFO] - [E:51| 900]: Train Loss:0.0016648, Val MRR:0.38747, icews14 +2023-05-10 21:12:52,625 - icews14 - [INFO] - [E:51| 1000]: Train Loss:0.0016658, Val MRR:0.38747, icews14 +2023-05-10 21:13:45,923 - icews14 - [INFO] - [E:51| 1100]: Train Loss:0.0016666, Val MRR:0.38747, icews14 +2023-05-10 21:14:39,966 - icews14 - [INFO] - [E:51| 1200]: Train Loss:0.001667, Val MRR:0.38747, icews14 +2023-05-10 21:15:34,156 - icews14 - [INFO] - [E:51| 1300]: Train Loss:0.0016673, Val MRR:0.38747, icews14 +2023-05-10 21:16:27,826 - icews14 - [INFO] - [E:51| 1400]: Train Loss:0.0016674, Val MRR:0.38747, icews14 +2023-05-10 21:17:21,137 - icews14 - [INFO] - [E:51| 1500]: Train Loss:0.0016677, Val MRR:0.38747, icews14 +2023-05-10 21:18:14,765 - icews14 - [INFO] - [E:51| 1600]: Train Loss:0.0016682, Val MRR:0.38747, icews14 +2023-05-10 21:19:09,700 - icews14 - [INFO] - [E:51| 1700]: Train Loss:0.0016687, Val MRR:0.38747, icews14 +2023-05-10 21:20:03,334 - icews14 - [INFO] - [E:51| 1800]: Train Loss:0.0016689, Val MRR:0.38747, icews14 +2023-05-10 21:20:56,794 - icews14 - [INFO] - [E:51| 1900]: Train Loss:0.0016693, Val MRR:0.38747, icews14 +2023-05-10 21:21:12,824 - icews14 - [INFO] - [Epoch:51]: Training Loss:0.001669 + +2023-05-10 21:21:12,936 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 21:21:25,916 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 21:21:31,663 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 21:21:50,932 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 21:21:56,377 - icews14 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.39403, Head : 0.34087, Avg : 0.36745 + +2023-05-10 21:21:56,377 - icews14 - [INFO] - [Epoch 51]: Training Loss: 0.0016694, Valid MRR: 0.38747, + + + +2023-05-10 21:21:56,846 - icews14 - [INFO] - [E:52| 0]: Train Loss:0.0016351, Val MRR:0.38747, icews14 +2023-05-10 21:22:50,275 - icews14 - [INFO] - [E:52| 100]: Train Loss:0.0016568, Val MRR:0.38747, icews14 +2023-05-10 21:23:43,299 - icews14 - [INFO] - [E:52| 200]: Train Loss:0.0016559, Val MRR:0.38747, icews14 +2023-05-10 21:24:35,841 - icews14 - [INFO] - [E:52| 300]: Train Loss:0.0016561, Val MRR:0.38747, icews14 +2023-05-10 21:25:28,549 - icews14 - [INFO] - [E:52| 400]: Train Loss:0.001657, Val MRR:0.38747, icews14 +2023-05-10 21:26:21,526 - icews14 - [INFO] - [E:52| 500]: Train Loss:0.0016564, Val MRR:0.38747, icews14 +2023-05-10 21:27:15,071 - icews14 - [INFO] - [E:52| 600]: Train Loss:0.0016565, Val MRR:0.38747, icews14 +2023-05-10 21:28:08,771 - icews14 - [INFO] - [E:52| 700]: Train Loss:0.0016573, Val MRR:0.38747, icews14 +2023-05-10 21:29:02,496 - icews14 - [INFO] - [E:52| 800]: Train Loss:0.0016577, Val MRR:0.38747, icews14 +2023-05-10 21:29:48,235 - icews14 - [INFO] - [E:52| 900]: Train Loss:0.001658, Val MRR:0.38747, icews14 +2023-05-10 21:30:38,476 - icews14 - [INFO] - [E:52| 1000]: Train Loss:0.0016583, Val MRR:0.38747, icews14 +2023-05-10 21:31:32,159 - icews14 - [INFO] - [E:52| 1100]: Train Loss:0.0016585, Val MRR:0.38747, icews14 +2023-05-10 21:32:26,256 - icews14 - [INFO] - [E:52| 1200]: Train Loss:0.0016586, Val MRR:0.38747, icews14 +2023-05-10 21:33:20,020 - icews14 - [INFO] - [E:52| 1300]: Train Loss:0.0016589, Val MRR:0.38747, icews14 +2023-05-10 21:34:13,759 - icews14 - [INFO] - [E:52| 1400]: Train Loss:0.0016597, Val MRR:0.38747, icews14 +2023-05-10 21:35:07,401 - icews14 - [INFO] - [E:52| 1500]: Train Loss:0.0016603, Val MRR:0.38747, icews14 +2023-05-10 21:35:55,976 - icews14 - [INFO] - [E:52| 1600]: Train Loss:0.0016612, Val MRR:0.38747, icews14 +2023-05-10 21:36:50,000 - icews14 - [INFO] - [E:52| 1700]: Train Loss:0.0016614, Val MRR:0.38747, icews14 +2023-05-10 21:37:43,915 - icews14 - [INFO] - [E:52| 1800]: Train Loss:0.0016615, Val MRR:0.38747, icews14 +2023-05-10 21:38:34,141 - icews14 - [INFO] - [E:52| 1900]: Train Loss:0.0016617, Val MRR:0.38747, icews14 +2023-05-10 21:38:48,910 - icews14 - [INFO] - [Epoch:52]: Training Loss:0.001662 + +2023-05-10 21:38:49,183 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 21:39:08,495 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 21:39:14,076 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 21:39:33,321 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 21:39:38,677 - icews14 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.40075, Head : 0.35078, Avg : 0.37577 + +2023-05-10 21:39:38,677 - icews14 - [INFO] - [Epoch 52]: Training Loss: 0.0016617, Valid MRR: 0.38747, + + + +2023-05-10 21:39:39,183 - icews14 - [INFO] - [E:53| 0]: Train Loss:0.0016396, Val MRR:0.38747, icews14 +2023-05-10 21:40:33,438 - icews14 - [INFO] - [E:53| 100]: Train Loss:0.0016508, Val MRR:0.38747, icews14 +2023-05-10 21:41:27,131 - icews14 - [INFO] - [E:53| 200]: Train Loss:0.0016474, Val MRR:0.38747, icews14 +2023-05-10 21:42:21,232 - icews14 - [INFO] - [E:53| 300]: Train Loss:0.0016494, Val MRR:0.38747, icews14 +2023-05-10 21:43:14,882 - icews14 - [INFO] - [E:53| 400]: Train Loss:0.0016497, Val MRR:0.38747, icews14 +2023-05-10 21:44:08,377 - icews14 - [INFO] - [E:53| 500]: Train Loss:0.0016496, Val MRR:0.38747, icews14 +2023-05-10 21:45:02,637 - icews14 - [INFO] - [E:53| 600]: Train Loss:0.0016496, Val MRR:0.38747, icews14 +2023-05-10 21:45:56,000 - icews14 - [INFO] - [E:53| 700]: Train Loss:0.0016492, Val MRR:0.38747, icews14 +2023-05-10 21:46:49,984 - icews14 - [INFO] - [E:53| 800]: Train Loss:0.00165, Val MRR:0.38747, icews14 +2023-05-10 21:47:32,621 - icews14 - [INFO] - [E:53| 900]: Train Loss:0.0016507, Val MRR:0.38747, icews14 +2023-05-10 21:48:26,469 - icews14 - [INFO] - [E:53| 1000]: Train Loss:0.0016516, Val MRR:0.38747, icews14 +2023-05-10 21:49:20,699 - icews14 - [INFO] - [E:53| 1100]: Train Loss:0.001652, Val MRR:0.38747, icews14 +2023-05-10 21:50:14,446 - icews14 - [INFO] - [E:53| 1200]: Train Loss:0.0016523, Val MRR:0.38747, icews14 +2023-05-10 21:51:07,891 - icews14 - [INFO] - [E:53| 1300]: Train Loss:0.0016526, Val MRR:0.38747, icews14 +2023-05-10 21:52:02,165 - icews14 - [INFO] - [E:53| 1400]: Train Loss:0.0016529, Val MRR:0.38747, icews14 +2023-05-10 21:52:55,832 - icews14 - [INFO] - [E:53| 1500]: Train Loss:0.0016533, Val MRR:0.38747, icews14 +2023-05-10 21:53:49,373 - icews14 - [INFO] - [E:53| 1600]: Train Loss:0.0016531, Val MRR:0.38747, icews14 +2023-05-10 21:54:43,037 - icews14 - [INFO] - [E:53| 1700]: Train Loss:0.0016535, Val MRR:0.38747, icews14 +2023-05-10 21:55:36,791 - icews14 - [INFO] - [E:53| 1800]: Train Loss:0.001654, Val MRR:0.38747, icews14 +2023-05-10 21:56:19,805 - icews14 - [INFO] - [E:53| 1900]: Train Loss:0.001654, Val MRR:0.38747, icews14 +2023-05-10 21:56:42,261 - icews14 - [INFO] - [Epoch:53]: Training Loss:0.001654 + +2023-05-10 21:56:42,416 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 21:57:02,023 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 21:57:07,493 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 21:57:26,808 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 21:57:32,273 - icews14 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.40396, Head : 0.35461, Avg : 0.37928 + +2023-05-10 21:57:32,273 - icews14 - [INFO] - [Epoch 53]: Training Loss: 0.0016539, Valid MRR: 0.38747, + + + +2023-05-10 21:57:32,821 - icews14 - [INFO] - [E:54| 0]: Train Loss:0.0016327, Val MRR:0.38747, icews14 +2023-05-10 21:58:26,634 - icews14 - [INFO] - [E:54| 100]: Train Loss:0.0016442, Val MRR:0.38747, icews14 +2023-05-10 21:59:20,936 - icews14 - [INFO] - [E:54| 200]: Train Loss:0.0016445, Val MRR:0.38747, icews14 +2023-05-10 22:00:14,456 - icews14 - [INFO] - [E:54| 300]: Train Loss:0.0016423, Val MRR:0.38747, icews14 +2023-05-10 22:01:08,877 - icews14 - [INFO] - [E:54| 400]: Train Loss:0.0016437, Val MRR:0.38747, icews14 +2023-05-10 22:02:02,670 - icews14 - [INFO] - [E:54| 500]: Train Loss:0.0016442, Val MRR:0.38747, icews14 +2023-05-10 22:02:56,215 - icews14 - [INFO] - [E:54| 600]: Train Loss:0.0016438, Val MRR:0.38747, icews14 +2023-05-10 22:03:50,682 - icews14 - [INFO] - [E:54| 700]: Train Loss:0.0016439, Val MRR:0.38747, icews14 +2023-05-10 22:04:43,799 - icews14 - [INFO] - [E:54| 800]: Train Loss:0.0016438, Val MRR:0.38747, icews14 +2023-05-10 22:05:27,579 - icews14 - [INFO] - [E:54| 900]: Train Loss:0.0016441, Val MRR:0.38747, icews14 +2023-05-10 22:06:21,976 - icews14 - [INFO] - [E:54| 1000]: Train Loss:0.0016438, Val MRR:0.38747, icews14 +2023-05-10 22:07:15,796 - icews14 - [INFO] - [E:54| 1100]: Train Loss:0.0016443, Val MRR:0.38747, icews14 +2023-05-10 22:08:09,820 - icews14 - [INFO] - [E:54| 1200]: Train Loss:0.0016448, Val MRR:0.38747, icews14 +2023-05-10 22:09:03,477 - icews14 - [INFO] - [E:54| 1300]: Train Loss:0.0016453, Val MRR:0.38747, icews14 +2023-05-10 22:09:57,568 - icews14 - [INFO] - [E:54| 1400]: Train Loss:0.0016453, Val MRR:0.38747, icews14 +2023-05-10 22:10:51,618 - icews14 - [INFO] - [E:54| 1500]: Train Loss:0.0016456, Val MRR:0.38747, icews14 +2023-05-10 22:11:45,176 - icews14 - [INFO] - [E:54| 1600]: Train Loss:0.001646, Val MRR:0.38747, icews14 +2023-05-10 22:12:39,377 - icews14 - [INFO] - [E:54| 1700]: Train Loss:0.0016461, Val MRR:0.38747, icews14 +2023-05-10 22:13:30,642 - icews14 - [INFO] - [E:54| 1800]: Train Loss:0.0016465, Val MRR:0.38747, icews14 +2023-05-10 22:14:15,726 - icews14 - [INFO] - [E:54| 1900]: Train Loss:0.0016469, Val MRR:0.38747, icews14 +2023-05-10 22:14:37,916 - icews14 - [INFO] - [Epoch:54]: Training Loss:0.001647 + +2023-05-10 22:14:38,068 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 22:14:57,451 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 22:15:02,940 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 22:15:22,287 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 22:15:27,470 - icews14 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.40641, Head : 0.35601, Avg : 0.38121 + +2023-05-10 22:15:27,470 - icews14 - [INFO] - [Epoch 54]: Training Loss: 0.0016471, Valid MRR: 0.38747, + + + +2023-05-10 22:15:28,198 - icews14 - [INFO] - [E:55| 0]: Train Loss:0.0016281, Val MRR:0.38747, icews14 +2023-05-10 22:16:21,989 - icews14 - [INFO] - [E:55| 100]: Train Loss:0.0016341, Val MRR:0.38747, icews14 +2023-05-10 22:17:15,622 - icews14 - [INFO] - [E:55| 200]: Train Loss:0.001635, Val MRR:0.38747, icews14 +2023-05-10 22:18:09,330 - icews14 - [INFO] - [E:55| 300]: Train Loss:0.0016337, Val MRR:0.38747, icews14 +2023-05-10 22:19:03,100 - icews14 - [INFO] - [E:55| 400]: Train Loss:0.0016354, Val MRR:0.38747, icews14 +2023-05-10 22:19:56,639 - icews14 - [INFO] - [E:55| 500]: Train Loss:0.0016368, Val MRR:0.38747, icews14 +2023-05-10 22:20:50,536 - icews14 - [INFO] - [E:55| 600]: Train Loss:0.0016374, Val MRR:0.38747, icews14 +2023-05-10 22:21:44,245 - icews14 - [INFO] - [E:55| 700]: Train Loss:0.0016373, Val MRR:0.38747, icews14 +2023-05-10 22:22:27,890 - icews14 - [INFO] - [E:55| 800]: Train Loss:0.0016377, Val MRR:0.38747, icews14 +2023-05-10 22:23:20,279 - icews14 - [INFO] - [E:55| 900]: Train Loss:0.0016377, Val MRR:0.38747, icews14 +2023-05-10 22:24:14,020 - icews14 - [INFO] - [E:55| 1000]: Train Loss:0.0016383, Val MRR:0.38747, icews14 +2023-05-10 22:25:02,316 - icews14 - [INFO] - [E:55| 1100]: Train Loss:0.0016378, Val MRR:0.38747, icews14 +2023-05-10 22:25:56,093 - icews14 - [INFO] - [E:55| 1200]: Train Loss:0.0016381, Val MRR:0.38747, icews14 +2023-05-10 22:26:49,408 - icews14 - [INFO] - [E:55| 1300]: Train Loss:0.0016379, Val MRR:0.38747, icews14 +2023-05-10 22:27:42,871 - icews14 - [INFO] - [E:55| 1400]: Train Loss:0.0016383, Val MRR:0.38747, icews14 +2023-05-10 22:28:36,938 - icews14 - [INFO] - [E:55| 1500]: Train Loss:0.0016388, Val MRR:0.38747, icews14 +2023-05-10 22:29:30,853 - icews14 - [INFO] - [E:55| 1600]: Train Loss:0.0016393, Val MRR:0.38747, icews14 +2023-05-10 22:30:24,589 - icews14 - [INFO] - [E:55| 1700]: Train Loss:0.0016398, Val MRR:0.38747, icews14 +2023-05-10 22:31:12,864 - icews14 - [INFO] - [E:55| 1800]: Train Loss:0.0016401, Val MRR:0.38747, icews14 +2023-05-10 22:32:01,137 - icews14 - [INFO] - [E:55| 1900]: Train Loss:0.0016405, Val MRR:0.38747, icews14 +2023-05-10 22:32:23,544 - icews14 - [INFO] - [Epoch:55]: Training Loss:0.001641 + +2023-05-10 22:32:23,808 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 22:32:43,114 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 22:32:48,714 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 22:33:08,024 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 22:33:13,311 - icews14 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.40493, Head : 0.35296, Avg : 0.37894 + +2023-05-10 22:33:13,311 - icews14 - [INFO] - [Epoch 55]: Training Loss: 0.0016406, Valid MRR: 0.38747, + + + +2023-05-10 22:33:13,825 - icews14 - [INFO] - [E:56| 0]: Train Loss:0.0016436, Val MRR:0.38747, icews14 +2023-05-10 22:34:07,705 - icews14 - [INFO] - [E:56| 100]: Train Loss:0.001629, Val MRR:0.38747, icews14 +2023-05-10 22:35:01,419 - icews14 - [INFO] - [E:56| 200]: Train Loss:0.0016304, Val MRR:0.38747, icews14 +2023-05-10 22:35:55,582 - icews14 - [INFO] - [E:56| 300]: Train Loss:0.0016327, Val MRR:0.38747, icews14 +2023-05-10 22:36:49,116 - icews14 - [INFO] - [E:56| 400]: Train Loss:0.0016322, Val MRR:0.38747, icews14 +2023-05-10 22:37:42,985 - icews14 - [INFO] - [E:56| 500]: Train Loss:0.0016325, Val MRR:0.38747, icews14 +2023-05-10 22:38:37,156 - icews14 - [INFO] - [E:56| 600]: Train Loss:0.0016322, Val MRR:0.38747, icews14 +2023-05-10 22:39:30,939 - icews14 - [INFO] - [E:56| 700]: Train Loss:0.0016316, Val MRR:0.38747, icews14 +2023-05-10 22:40:13,566 - icews14 - [INFO] - [E:56| 800]: Train Loss:0.0016321, Val MRR:0.38747, icews14 +2023-05-10 22:41:07,315 - icews14 - [INFO] - [E:56| 900]: Train Loss:0.0016326, Val MRR:0.38747, icews14 +2023-05-10 22:42:01,308 - icews14 - [INFO] - [E:56| 1000]: Train Loss:0.0016329, Val MRR:0.38747, icews14 +2023-05-10 22:42:55,050 - icews14 - [INFO] - [E:56| 1100]: Train Loss:0.0016331, Val MRR:0.38747, icews14 +2023-05-10 22:43:48,158 - icews14 - [INFO] - [E:56| 1200]: Train Loss:0.0016333, Val MRR:0.38747, icews14 +2023-05-10 22:44:41,730 - icews14 - [INFO] - [E:56| 1300]: Train Loss:0.0016337, Val MRR:0.38747, icews14 +2023-05-10 22:45:35,407 - icews14 - [INFO] - [E:56| 1400]: Train Loss:0.0016336, Val MRR:0.38747, icews14 +2023-05-10 22:46:29,165 - icews14 - [INFO] - [E:56| 1500]: Train Loss:0.0016337, Val MRR:0.38747, icews14 +2023-05-10 22:47:22,951 - icews14 - [INFO] - [E:56| 1600]: Train Loss:0.0016339, Val MRR:0.38747, icews14 +2023-05-10 22:48:16,462 - icews14 - [INFO] - [E:56| 1700]: Train Loss:0.0016342, Val MRR:0.38747, icews14 +2023-05-10 22:48:59,293 - icews14 - [INFO] - [E:56| 1800]: Train Loss:0.0016345, Val MRR:0.38747, icews14 +2023-05-10 22:49:53,286 - icews14 - [INFO] - [E:56| 1900]: Train Loss:0.0016346, Val MRR:0.38747, icews14 +2023-05-10 22:50:15,802 - icews14 - [INFO] - [Epoch:56]: Training Loss:0.001635 + +2023-05-10 22:50:16,075 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 22:50:35,142 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 22:50:40,606 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 22:50:59,798 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 22:51:05,139 - icews14 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.40956, Head : 0.35558, Avg : 0.38257 + +2023-05-10 22:51:05,139 - icews14 - [INFO] - [Epoch 56]: Training Loss: 0.0016348, Valid MRR: 0.38747, + + + +2023-05-10 22:51:05,799 - icews14 - [INFO] - [E:57| 0]: Train Loss:0.0016368, Val MRR:0.38747, icews14 +2023-05-10 22:51:59,841 - icews14 - [INFO] - [E:57| 100]: Train Loss:0.0016305, Val MRR:0.38747, icews14 +2023-05-10 22:52:53,270 - icews14 - [INFO] - [E:57| 200]: Train Loss:0.0016268, Val MRR:0.38747, icews14 +2023-05-10 22:53:46,549 - icews14 - [INFO] - [E:57| 300]: Train Loss:0.0016265, Val MRR:0.38747, icews14 +2023-05-10 22:54:39,844 - icews14 - [INFO] - [E:57| 400]: Train Loss:0.001626, Val MRR:0.38747, icews14 +2023-05-10 22:55:32,089 - icews14 - [INFO] - [E:57| 500]: Train Loss:0.0016253, Val MRR:0.38747, icews14 +2023-05-10 22:56:24,232 - icews14 - [INFO] - [E:57| 600]: Train Loss:0.0016256, Val MRR:0.38747, icews14 +2023-05-10 22:57:13,563 - icews14 - [INFO] - [E:57| 700]: Train Loss:0.0016261, Val MRR:0.38747, icews14 +2023-05-10 22:57:59,591 - icews14 - [INFO] - [E:57| 800]: Train Loss:0.0016266, Val MRR:0.38747, icews14 +2023-05-10 22:58:54,186 - icews14 - [INFO] - [E:57| 900]: Train Loss:0.0016268, Val MRR:0.38747, icews14 +2023-05-10 22:59:47,756 - icews14 - [INFO] - [E:57| 1000]: Train Loss:0.0016272, Val MRR:0.38747, icews14 +2023-05-10 23:00:41,610 - icews14 - [INFO] - [E:57| 1100]: Train Loss:0.0016269, Val MRR:0.38747, icews14 +2023-05-10 23:01:35,326 - icews14 - [INFO] - [E:57| 1200]: Train Loss:0.0016275, Val MRR:0.38747, icews14 +2023-05-10 23:02:28,875 - icews14 - [INFO] - [E:57| 1300]: Train Loss:0.0016276, Val MRR:0.38747, icews14 +2023-05-10 23:03:23,159 - icews14 - [INFO] - [E:57| 1400]: Train Loss:0.0016278, Val MRR:0.38747, icews14 +2023-05-10 23:04:17,244 - icews14 - [INFO] - [E:57| 1500]: Train Loss:0.0016281, Val MRR:0.38747, icews14 +2023-05-10 23:05:11,023 - icews14 - [INFO] - [E:57| 1600]: Train Loss:0.0016284, Val MRR:0.38747, icews14 +2023-05-10 23:06:00,302 - icews14 - [INFO] - [E:57| 1700]: Train Loss:0.0016286, Val MRR:0.38747, icews14 +2023-05-10 23:06:46,985 - icews14 - [INFO] - [E:57| 1800]: Train Loss:0.0016288, Val MRR:0.38747, icews14 +2023-05-10 23:07:40,937 - icews14 - [INFO] - [E:57| 1900]: Train Loss:0.0016289, Val MRR:0.38747, icews14 +2023-05-10 23:08:03,270 - icews14 - [INFO] - [Epoch:57]: Training Loss:0.001629 + +2023-05-10 23:08:03,473 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 23:08:22,645 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 23:08:28,285 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 23:08:47,688 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 23:08:52,984 - icews14 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.4075, Head : 0.35441, Avg : 0.38095 + +2023-05-10 23:08:52,985 - icews14 - [INFO] - [Epoch 57]: Training Loss: 0.0016292, Valid MRR: 0.38747, + + + +2023-05-10 23:08:53,734 - icews14 - [INFO] - [E:58| 0]: Train Loss:0.0016116, Val MRR:0.38747, icews14 +2023-05-10 23:09:47,892 - icews14 - [INFO] - [E:58| 100]: Train Loss:0.001621, Val MRR:0.38747, icews14 +2023-05-10 23:10:41,398 - icews14 - [INFO] - [E:58| 200]: Train Loss:0.0016191, Val MRR:0.38747, icews14 +2023-05-10 23:11:35,063 - icews14 - [INFO] - [E:58| 300]: Train Loss:0.0016199, Val MRR:0.38747, icews14 +2023-05-10 23:12:29,230 - icews14 - [INFO] - [E:58| 400]: Train Loss:0.0016217, Val MRR:0.38747, icews14 +2023-05-10 23:13:17,060 - icews14 - [INFO] - [E:58| 500]: Train Loss:0.0016214, Val MRR:0.38747, icews14 +2023-05-10 23:14:11,128 - icews14 - [INFO] - [E:58| 600]: Train Loss:0.0016208, Val MRR:0.38747, icews14 +2023-05-10 23:14:58,561 - icews14 - [INFO] - [E:58| 700]: Train Loss:0.0016208, Val MRR:0.38747, icews14 +2023-05-10 23:15:47,469 - icews14 - [INFO] - [E:58| 800]: Train Loss:0.0016213, Val MRR:0.38747, icews14 +2023-05-10 23:16:41,288 - icews14 - [INFO] - [E:58| 900]: Train Loss:0.0016217, Val MRR:0.38747, icews14 +2023-05-10 23:17:34,911 - icews14 - [INFO] - [E:58| 1000]: Train Loss:0.001622, Val MRR:0.38747, icews14 +2023-05-10 23:18:28,562 - icews14 - [INFO] - [E:58| 1100]: Train Loss:0.0016221, Val MRR:0.38747, icews14 +2023-05-10 23:19:22,312 - icews14 - [INFO] - [E:58| 1200]: Train Loss:0.001622, Val MRR:0.38747, icews14 +2023-05-10 23:20:16,195 - icews14 - [INFO] - [E:58| 1300]: Train Loss:0.0016222, Val MRR:0.38747, icews14 +2023-05-10 23:21:10,464 - icews14 - [INFO] - [E:58| 1400]: Train Loss:0.0016224, Val MRR:0.38747, icews14 +2023-05-10 23:22:04,105 - icews14 - [INFO] - [E:58| 1500]: Train Loss:0.0016225, Val MRR:0.38747, icews14 +2023-05-10 23:22:57,702 - icews14 - [INFO] - [E:58| 1600]: Train Loss:0.0016227, Val MRR:0.38747, icews14 +2023-05-10 23:23:44,890 - icews14 - [INFO] - [E:58| 1700]: Train Loss:0.0016229, Val MRR:0.38747, icews14 +2023-05-10 23:24:34,096 - icews14 - [INFO] - [E:58| 1800]: Train Loss:0.0016232, Val MRR:0.38747, icews14 +2023-05-10 23:25:27,635 - icews14 - [INFO] - [E:58| 1900]: Train Loss:0.0016234, Val MRR:0.38747, icews14 +2023-05-10 23:25:50,502 - icews14 - [INFO] - [Epoch:58]: Training Loss:0.001624 + +2023-05-10 23:25:50,636 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 23:26:09,768 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 23:26:15,339 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 23:26:34,645 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 23:26:40,118 - icews14 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.40531, Head : 0.35594, Avg : 0.38063 + +2023-05-10 23:26:40,118 - icews14 - [INFO] - [Epoch 58]: Training Loss: 0.0016236, Valid MRR: 0.38747, + + + +2023-05-10 23:26:40,624 - icews14 - [INFO] - [E:59| 0]: Train Loss:0.0016661, Val MRR:0.38747, icews14 +2023-05-10 23:27:35,373 - icews14 - [INFO] - [E:59| 100]: Train Loss:0.0016172, Val MRR:0.38747, icews14 +2023-05-10 23:28:28,841 - icews14 - [INFO] - [E:59| 200]: Train Loss:0.0016179, Val MRR:0.38747, icews14 +2023-05-10 23:29:22,359 - icews14 - [INFO] - [E:59| 300]: Train Loss:0.0016158, Val MRR:0.38747, icews14 +2023-05-10 23:30:16,251 - icews14 - [INFO] - [E:59| 400]: Train Loss:0.0016165, Val MRR:0.38747, icews14 +2023-05-10 23:31:10,535 - icews14 - [INFO] - [E:59| 500]: Train Loss:0.0016165, Val MRR:0.38747, icews14 +2023-05-10 23:32:04,050 - icews14 - [INFO] - [E:59| 600]: Train Loss:0.0016166, Val MRR:0.38747, icews14 +2023-05-10 23:32:46,198 - icews14 - [INFO] - [E:59| 700]: Train Loss:0.0016168, Val MRR:0.38747, icews14 +2023-05-10 23:33:40,081 - icews14 - [INFO] - [E:59| 800]: Train Loss:0.0016166, Val MRR:0.38747, icews14 +2023-05-10 23:34:33,981 - icews14 - [INFO] - [E:59| 900]: Train Loss:0.0016169, Val MRR:0.38747, icews14 +2023-05-10 23:35:27,611 - icews14 - [INFO] - [E:59| 1000]: Train Loss:0.001617, Val MRR:0.38747, icews14 +2023-05-10 23:36:21,203 - icews14 - [INFO] - [E:59| 1100]: Train Loss:0.0016166, Val MRR:0.38747, icews14 +2023-05-10 23:37:14,982 - icews14 - [INFO] - [E:59| 1200]: Train Loss:0.0016174, Val MRR:0.38747, icews14 +2023-05-10 23:38:09,595 - icews14 - [INFO] - [E:59| 1300]: Train Loss:0.0016177, Val MRR:0.38747, icews14 +2023-05-10 23:39:03,319 - icews14 - [INFO] - [E:59| 1400]: Train Loss:0.0016181, Val MRR:0.38747, icews14 +2023-05-10 23:39:56,609 - icews14 - [INFO] - [E:59| 1500]: Train Loss:0.0016185, Val MRR:0.38747, icews14 +2023-05-10 23:40:50,410 - icews14 - [INFO] - [E:59| 1600]: Train Loss:0.0016186, Val MRR:0.38747, icews14 +2023-05-10 23:41:32,379 - icews14 - [INFO] - [E:59| 1700]: Train Loss:0.0016185, Val MRR:0.38747, icews14 +2023-05-10 23:42:25,583 - icews14 - [INFO] - [E:59| 1800]: Train Loss:0.0016189, Val MRR:0.38747, icews14 +2023-05-10 23:43:19,529 - icews14 - [INFO] - [E:59| 1900]: Train Loss:0.0016188, Val MRR:0.38747, icews14 +2023-05-10 23:43:41,811 - icews14 - [INFO] - [Epoch:59]: Training Loss:0.001619 + +2023-05-10 23:43:41,943 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-10 23:44:01,556 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-10 23:44:07,057 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-10 23:44:26,428 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-10 23:44:32,096 - icews14 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.41201, Head : 0.36124, Avg : 0.38662 + MR: Tail : 716.15, Head : 764.0, Avg : 740.08 + Hit-1: Tail : 0.32006, Head : 0.27346, Avg : 0.29676 + Hit-3: Tail : 0.46001, Head : 0.40163, Avg : 0.43082 + Hit-10: Tail : 0.58417, Head : 0.53138, Avg : 0.55777 +2023-05-10 23:44:32,096 - icews14 - [INFO] - [Epoch 59]: Training Loss: 0.0016188, Valid MRR: 0.38747, + + + +2023-05-10 23:44:32,535 - icews14 - [INFO] - [E:60| 0]: Train Loss:0.0016648, Val MRR:0.38747, icews14 +2023-05-10 23:45:26,399 - icews14 - [INFO] - [E:60| 100]: Train Loss:0.0016099, Val MRR:0.38747, icews14 +2023-05-10 23:46:20,091 - icews14 - [INFO] - [E:60| 200]: Train Loss:0.0016108, Val MRR:0.38747, icews14 +2023-05-10 23:47:14,442 - icews14 - [INFO] - [E:60| 300]: Train Loss:0.0016099, Val MRR:0.38747, icews14 +2023-05-10 23:48:08,193 - icews14 - [INFO] - [E:60| 400]: Train Loss:0.0016096, Val MRR:0.38747, icews14 +2023-05-10 23:49:02,772 - icews14 - [INFO] - [E:60| 500]: Train Loss:0.0016107, Val MRR:0.38747, icews14 +2023-05-10 23:49:53,606 - icews14 - [INFO] - [E:60| 600]: Train Loss:0.001611, Val MRR:0.38747, icews14 +2023-05-10 23:50:39,545 - icews14 - [INFO] - [E:60| 700]: Train Loss:0.0016114, Val MRR:0.38747, icews14 +2023-05-10 23:51:32,676 - icews14 - [INFO] - [E:60| 800]: Train Loss:0.0016118, Val MRR:0.38747, icews14 +2023-05-10 23:52:27,150 - icews14 - [INFO] - [E:60| 900]: Train Loss:0.001612, Val MRR:0.38747, icews14 +2023-05-10 23:53:20,949 - icews14 - [INFO] - [E:60| 1000]: Train Loss:0.0016122, Val MRR:0.38747, icews14 +2023-05-10 23:54:15,288 - icews14 - [INFO] - [E:60| 1100]: Train Loss:0.0016127, Val MRR:0.38747, icews14 +2023-05-10 23:55:09,001 - icews14 - [INFO] - [E:60| 1200]: Train Loss:0.0016131, Val MRR:0.38747, icews14 +2023-05-10 23:56:03,446 - icews14 - [INFO] - [E:60| 1300]: Train Loss:0.0016135, Val MRR:0.38747, icews14 +2023-05-10 23:56:57,482 - icews14 - [INFO] - [E:60| 1400]: Train Loss:0.0016139, Val MRR:0.38747, icews14 +2023-05-10 23:57:51,073 - icews14 - [INFO] - [E:60| 1500]: Train Loss:0.0016139, Val MRR:0.38747, icews14 +2023-05-10 23:58:40,710 - icews14 - [INFO] - [E:60| 1600]: Train Loss:0.0016143, Val MRR:0.38747, icews14 +2023-05-10 23:59:27,384 - icews14 - [INFO] - [E:60| 1700]: Train Loss:0.0016147, Val MRR:0.38747, icews14 +2023-05-11 00:00:21,327 - icews14 - [INFO] - [E:60| 1800]: Train Loss:0.0016147, Val MRR:0.38747, icews14 +2023-05-11 00:01:12,714 - icews14 - [INFO] - [E:60| 1900]: Train Loss:0.0016149, Val MRR:0.38747, icews14 +2023-05-11 00:01:31,984 - icews14 - [INFO] - [Epoch:60]: Training Loss:0.001615 + +2023-05-11 00:01:32,252 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 00:01:51,551 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 00:01:57,116 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 00:02:16,314 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 00:02:21,635 - icews14 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.41198, Head : 0.35989, Avg : 0.38594 + +2023-05-11 00:02:21,635 - icews14 - [INFO] - [Epoch 60]: Training Loss: 0.0016152, Valid MRR: 0.38747, + + + +2023-05-11 00:02:22,268 - icews14 - [INFO] - [E:61| 0]: Train Loss:0.0015953, Val MRR:0.38747, icews14 +2023-05-11 00:03:16,528 - icews14 - [INFO] - [E:61| 100]: Train Loss:0.0016115, Val MRR:0.38747, icews14 +2023-05-11 00:04:10,484 - icews14 - [INFO] - [E:61| 200]: Train Loss:0.00161, Val MRR:0.38747, icews14 +2023-05-11 00:05:04,567 - icews14 - [INFO] - [E:61| 300]: Train Loss:0.0016098, Val MRR:0.38747, icews14 +2023-05-11 00:05:58,331 - icews14 - [INFO] - [E:61| 400]: Train Loss:0.0016085, Val MRR:0.38747, icews14 +2023-05-11 00:06:52,153 - icews14 - [INFO] - [E:61| 500]: Train Loss:0.001609, Val MRR:0.38747, icews14 +2023-05-11 00:07:38,378 - icews14 - [INFO] - [E:61| 600]: Train Loss:0.0016093, Val MRR:0.38747, icews14 +2023-05-11 00:08:28,207 - icews14 - [INFO] - [E:61| 700]: Train Loss:0.0016083, Val MRR:0.38747, icews14 +2023-05-11 00:09:22,122 - icews14 - [INFO] - [E:61| 800]: Train Loss:0.0016087, Val MRR:0.38747, icews14 +2023-05-11 00:10:16,125 - icews14 - [INFO] - [E:61| 900]: Train Loss:0.0016086, Val MRR:0.38747, icews14 +2023-05-11 00:11:09,410 - icews14 - [INFO] - [E:61| 1000]: Train Loss:0.0016084, Val MRR:0.38747, icews14 +2023-05-11 00:12:03,338 - icews14 - [INFO] - [E:61| 1100]: Train Loss:0.0016087, Val MRR:0.38747, icews14 +2023-05-11 00:12:57,046 - icews14 - [INFO] - [E:61| 1200]: Train Loss:0.0016091, Val MRR:0.38747, icews14 +2023-05-11 00:13:51,077 - icews14 - [INFO] - [E:61| 1300]: Train Loss:0.0016091, Val MRR:0.38747, icews14 +2023-05-11 00:14:44,932 - icews14 - [INFO] - [E:61| 1400]: Train Loss:0.0016093, Val MRR:0.38747, icews14 +2023-05-11 00:15:39,690 - icews14 - [INFO] - [E:61| 1500]: Train Loss:0.0016096, Val MRR:0.38747, icews14 +2023-05-11 00:16:24,893 - icews14 - [INFO] - [E:61| 1600]: Train Loss:0.0016099, Val MRR:0.38747, icews14 +2023-05-11 00:17:15,916 - icews14 - [INFO] - [E:61| 1700]: Train Loss:0.0016101, Val MRR:0.38747, icews14 +2023-05-11 00:18:09,857 - icews14 - [INFO] - [E:61| 1800]: Train Loss:0.0016104, Val MRR:0.38747, icews14 +2023-05-11 00:19:03,915 - icews14 - [INFO] - [E:61| 1900]: Train Loss:0.0016108, Val MRR:0.38747, icews14 +2023-05-11 00:19:26,258 - icews14 - [INFO] - [Epoch:61]: Training Loss:0.001611 + +2023-05-11 00:19:26,396 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 00:19:45,426 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 00:19:50,928 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 00:20:10,137 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 00:20:15,410 - icews14 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.41092, Head : 0.35893, Avg : 0.38493 + +2023-05-11 00:20:15,410 - icews14 - [INFO] - [Epoch 61]: Training Loss: 0.0016109, Valid MRR: 0.38747, + + + +2023-05-11 00:20:16,141 - icews14 - [INFO] - [E:62| 0]: Train Loss:0.0016256, Val MRR:0.38747, icews14 +2023-05-11 00:21:09,281 - icews14 - [INFO] - [E:62| 100]: Train Loss:0.0016054, Val MRR:0.38747, icews14 +2023-05-11 00:22:03,376 - icews14 - [INFO] - [E:62| 200]: Train Loss:0.001605, Val MRR:0.38747, icews14 +2023-05-11 00:22:57,120 - icews14 - [INFO] - [E:62| 300]: Train Loss:0.0016057, Val MRR:0.38747, icews14 +2023-05-11 00:23:51,344 - icews14 - [INFO] - [E:62| 400]: Train Loss:0.0016044, Val MRR:0.38747, icews14 +2023-05-11 00:24:45,426 - icews14 - [INFO] - [E:62| 500]: Train Loss:0.0016054, Val MRR:0.38747, icews14 +2023-05-11 00:25:27,747 - icews14 - [INFO] - [E:62| 600]: Train Loss:0.0016051, Val MRR:0.38747, icews14 +2023-05-11 00:26:20,659 - icews14 - [INFO] - [E:62| 700]: Train Loss:0.0016051, Val MRR:0.38747, icews14 +2023-05-11 00:27:13,154 - icews14 - [INFO] - [E:62| 800]: Train Loss:0.0016048, Val MRR:0.38747, icews14 +2023-05-11 00:28:05,251 - icews14 - [INFO] - [E:62| 900]: Train Loss:0.0016047, Val MRR:0.38747, icews14 +2023-05-11 00:28:58,701 - icews14 - [INFO] - [E:62| 1000]: Train Loss:0.0016049, Val MRR:0.38747, icews14 +2023-05-11 00:29:52,250 - icews14 - [INFO] - [E:62| 1100]: Train Loss:0.0016051, Val MRR:0.38747, icews14 +2023-05-11 00:30:46,351 - icews14 - [INFO] - [E:62| 1200]: Train Loss:0.0016055, Val MRR:0.38747, icews14 +2023-05-11 00:31:40,066 - icews14 - [INFO] - [E:62| 1300]: Train Loss:0.0016058, Val MRR:0.38747, icews14 +2023-05-11 00:32:33,927 - icews14 - [INFO] - [E:62| 1400]: Train Loss:0.0016062, Val MRR:0.38747, icews14 +2023-05-11 00:33:27,486 - icews14 - [INFO] - [E:62| 1500]: Train Loss:0.0016065, Val MRR:0.38747, icews14 +2023-05-11 00:34:09,968 - icews14 - [INFO] - [E:62| 1600]: Train Loss:0.0016065, Val MRR:0.38747, icews14 +2023-05-11 00:35:03,737 - icews14 - [INFO] - [E:62| 1700]: Train Loss:0.0016064, Val MRR:0.38747, icews14 +2023-05-11 00:35:57,727 - icews14 - [INFO] - [E:62| 1800]: Train Loss:0.0016063, Val MRR:0.38747, icews14 +2023-05-11 00:36:51,478 - icews14 - [INFO] - [E:62| 1900]: Train Loss:0.0016065, Val MRR:0.38747, icews14 +2023-05-11 00:37:14,023 - icews14 - [INFO] - [Epoch:62]: Training Loss:0.001606 + +2023-05-11 00:37:14,176 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 00:37:33,555 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 00:37:39,052 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 00:37:58,330 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 00:38:03,983 - icews14 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.414, Head : 0.36391, Avg : 0.38896 + +2023-05-11 00:38:05,266 - icews14 - [INFO] - [Epoch 62]: Training Loss: 0.0016064, Valid MRR: 0.38896, + + + +2023-05-11 00:38:06,013 - icews14 - [INFO] - [E:63| 0]: Train Loss:0.0016383, Val MRR:0.38896, icews14 +2023-05-11 00:38:59,766 - icews14 - [INFO] - [E:63| 100]: Train Loss:0.0016016, Val MRR:0.38896, icews14 +2023-05-11 00:39:52,883 - icews14 - [INFO] - [E:63| 200]: Train Loss:0.0016013, Val MRR:0.38896, icews14 +2023-05-11 00:40:46,334 - icews14 - [INFO] - [E:63| 300]: Train Loss:0.0016022, Val MRR:0.38896, icews14 +2023-05-11 00:41:40,699 - icews14 - [INFO] - [E:63| 400]: Train Loss:0.0016015, Val MRR:0.38896, icews14 +2023-05-11 00:42:26,116 - icews14 - [INFO] - [E:63| 500]: Train Loss:0.0016009, Val MRR:0.38896, icews14 +2023-05-11 00:43:17,073 - icews14 - [INFO] - [E:63| 600]: Train Loss:0.0016003, Val MRR:0.38896, icews14 +2023-05-11 00:44:10,939 - icews14 - [INFO] - [E:63| 700]: Train Loss:0.0016003, Val MRR:0.38896, icews14 +2023-05-11 00:45:04,734 - icews14 - [INFO] - [E:63| 800]: Train Loss:0.0016008, Val MRR:0.38896, icews14 +2023-05-11 00:45:58,630 - icews14 - [INFO] - [E:63| 900]: Train Loss:0.0016001, Val MRR:0.38896, icews14 +2023-05-11 00:46:53,123 - icews14 - [INFO] - [E:63| 1000]: Train Loss:0.0016006, Val MRR:0.38896, icews14 +2023-05-11 00:47:47,502 - icews14 - [INFO] - [E:63| 1100]: Train Loss:0.0016007, Val MRR:0.38896, icews14 +2023-05-11 00:48:41,450 - icews14 - [INFO] - [E:63| 1200]: Train Loss:0.0016009, Val MRR:0.38896, icews14 +2023-05-11 00:49:30,356 - icews14 - [INFO] - [E:63| 1300]: Train Loss:0.0016011, Val MRR:0.38896, icews14 +2023-05-11 00:50:24,331 - icews14 - [INFO] - [E:63| 1400]: Train Loss:0.0016016, Val MRR:0.38896, icews14 +2023-05-11 00:51:13,989 - icews14 - [INFO] - [E:63| 1500]: Train Loss:0.0016021, Val MRR:0.38896, icews14 +2023-05-11 00:52:01,200 - icews14 - [INFO] - [E:63| 1600]: Train Loss:0.0016023, Val MRR:0.38896, icews14 +2023-05-11 00:52:55,567 - icews14 - [INFO] - [E:63| 1700]: Train Loss:0.0016023, Val MRR:0.38896, icews14 +2023-05-11 00:53:49,526 - icews14 - [INFO] - [E:63| 1800]: Train Loss:0.0016024, Val MRR:0.38896, icews14 +2023-05-11 00:54:43,436 - icews14 - [INFO] - [E:63| 1900]: Train Loss:0.001603, Val MRR:0.38896, icews14 +2023-05-11 00:55:05,910 - icews14 - [INFO] - [Epoch:63]: Training Loss:0.001603 + +2023-05-11 00:55:06,182 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 00:55:25,430 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 00:55:31,042 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 00:55:50,504 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 00:55:55,905 - icews14 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.40848, Head : 0.36006, Avg : 0.38427 + +2023-05-11 00:55:55,905 - icews14 - [INFO] - [Epoch 63]: Training Loss: 0.001603, Valid MRR: 0.38896, + + + +2023-05-11 00:55:56,640 - icews14 - [INFO] - [E:64| 0]: Train Loss:0.0015972, Val MRR:0.38896, icews14 +2023-05-11 00:56:50,448 - icews14 - [INFO] - [E:64| 100]: Train Loss:0.0015973, Val MRR:0.38896, icews14 +2023-05-11 00:57:44,062 - icews14 - [INFO] - [E:64| 200]: Train Loss:0.0015962, Val MRR:0.38896, icews14 +2023-05-11 00:58:37,832 - icews14 - [INFO] - [E:64| 300]: Train Loss:0.001596, Val MRR:0.38896, icews14 +2023-05-11 00:59:31,532 - icews14 - [INFO] - [E:64| 400]: Train Loss:0.0015969, Val MRR:0.38896, icews14 +2023-05-11 01:00:14,563 - icews14 - [INFO] - [E:64| 500]: Train Loss:0.001598, Val MRR:0.38896, icews14 +2023-05-11 01:01:08,388 - icews14 - [INFO] - [E:64| 600]: Train Loss:0.0015973, Val MRR:0.38896, icews14 +2023-05-11 01:02:02,463 - icews14 - [INFO] - [E:64| 700]: Train Loss:0.0015978, Val MRR:0.38896, icews14 +2023-05-11 01:02:56,386 - icews14 - [INFO] - [E:64| 800]: Train Loss:0.0015987, Val MRR:0.38896, icews14 +2023-05-11 01:03:50,170 - icews14 - [INFO] - [E:64| 900]: Train Loss:0.0015994, Val MRR:0.38896, icews14 +2023-05-11 01:04:43,891 - icews14 - [INFO] - [E:64| 1000]: Train Loss:0.0015993, Val MRR:0.38896, icews14 +2023-05-11 01:05:37,715 - icews14 - [INFO] - [E:64| 1100]: Train Loss:0.001599, Val MRR:0.38896, icews14 +2023-05-11 01:06:31,344 - icews14 - [INFO] - [E:64| 1200]: Train Loss:0.0015992, Val MRR:0.38896, icews14 +2023-05-11 01:07:25,201 - icews14 - [INFO] - [E:64| 1300]: Train Loss:0.0015991, Val MRR:0.38896, icews14 +2023-05-11 01:08:19,211 - icews14 - [INFO] - [E:64| 1400]: Train Loss:0.0015993, Val MRR:0.38896, icews14 +2023-05-11 01:09:01,136 - icews14 - [INFO] - [E:64| 1500]: Train Loss:0.0015992, Val MRR:0.38896, icews14 +2023-05-11 01:09:55,126 - icews14 - [INFO] - [E:64| 1600]: Train Loss:0.0015994, Val MRR:0.38896, icews14 +2023-05-11 01:10:48,763 - icews14 - [INFO] - [E:64| 1700]: Train Loss:0.0015993, Val MRR:0.38896, icews14 +2023-05-11 01:11:42,307 - icews14 - [INFO] - [E:64| 1800]: Train Loss:0.0015994, Val MRR:0.38896, icews14 +2023-05-11 01:12:37,806 - icews14 - [INFO] - [E:64| 1900]: Train Loss:0.0015995, Val MRR:0.38896, icews14 +2023-05-11 01:13:00,492 - icews14 - [INFO] - [Epoch:64]: Training Loss:0.0016 + +2023-05-11 01:13:00,760 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 01:13:20,353 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 01:13:25,937 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 01:13:45,613 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 01:13:50,954 - icews14 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.41052, Head : 0.35997, Avg : 0.38524 + +2023-05-11 01:13:50,954 - icews14 - [INFO] - [Epoch 64]: Training Loss: 0.0015996, Valid MRR: 0.38896, + + + +2023-05-11 01:13:51,702 - icews14 - [INFO] - [E:65| 0]: Train Loss:0.0015893, Val MRR:0.38896, icews14 +2023-05-11 01:14:45,571 - icews14 - [INFO] - [E:65| 100]: Train Loss:0.0015961, Val MRR:0.38896, icews14 +2023-05-11 01:15:39,620 - icews14 - [INFO] - [E:65| 200]: Train Loss:0.0015921, Val MRR:0.38896, icews14 +2023-05-11 01:16:33,434 - icews14 - [INFO] - [E:65| 300]: Train Loss:0.0015932, Val MRR:0.38896, icews14 +2023-05-11 01:17:25,420 - icews14 - [INFO] - [E:65| 400]: Train Loss:0.0015939, Val MRR:0.38896, icews14 +2023-05-11 01:18:10,406 - icews14 - [INFO] - [E:65| 500]: Train Loss:0.001594, Val MRR:0.38896, icews14 +2023-05-11 01:19:04,357 - icews14 - [INFO] - [E:65| 600]: Train Loss:0.0015937, Val MRR:0.38896, icews14 +2023-05-11 01:19:58,615 - icews14 - [INFO] - [E:65| 700]: Train Loss:0.001594, Val MRR:0.38896, icews14 +2023-05-11 01:20:52,139 - icews14 - [INFO] - [E:65| 800]: Train Loss:0.0015945, Val MRR:0.38896, icews14 +2023-05-11 01:21:45,634 - icews14 - [INFO] - [E:65| 900]: Train Loss:0.0015948, Val MRR:0.38896, icews14 +2023-05-11 01:22:39,429 - icews14 - [INFO] - [E:65| 1000]: Train Loss:0.0015948, Val MRR:0.38896, icews14 +2023-05-11 01:23:33,428 - icews14 - [INFO] - [E:65| 1100]: Train Loss:0.0015947, Val MRR:0.38896, icews14 +2023-05-11 01:24:27,649 - icews14 - [INFO] - [E:65| 1200]: Train Loss:0.0015948, Val MRR:0.38896, icews14 +2023-05-11 01:25:21,605 - icews14 - [INFO] - [E:65| 1300]: Train Loss:0.0015948, Val MRR:0.38896, icews14 +2023-05-11 01:26:12,052 - icews14 - [INFO] - [E:65| 1400]: Train Loss:0.0015949, Val MRR:0.38896, icews14 +2023-05-11 01:26:57,929 - icews14 - [INFO] - [E:65| 1500]: Train Loss:0.0015953, Val MRR:0.38896, icews14 +2023-05-11 01:27:51,663 - icews14 - [INFO] - [E:65| 1600]: Train Loss:0.0015954, Val MRR:0.38896, icews14 +2023-05-11 01:28:44,887 - icews14 - [INFO] - [E:65| 1700]: Train Loss:0.0015955, Val MRR:0.38896, icews14 +2023-05-11 01:29:38,560 - icews14 - [INFO] - [E:65| 1800]: Train Loss:0.0015956, Val MRR:0.38896, icews14 +2023-05-11 01:30:32,915 - icews14 - [INFO] - [E:65| 1900]: Train Loss:0.0015959, Val MRR:0.38896, icews14 +2023-05-11 01:30:55,253 - icews14 - [INFO] - [Epoch:65]: Training Loss:0.001596 + +2023-05-11 01:30:55,386 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 01:31:14,734 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 01:31:20,062 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 01:31:39,579 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 01:31:44,899 - icews14 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.41933, Head : 0.36674, Avg : 0.39303 + +2023-05-11 01:31:46,165 - icews14 - [INFO] - [Epoch 65]: Training Loss: 0.0015961, Valid MRR: 0.39303, + + + +2023-05-11 01:31:46,720 - icews14 - [INFO] - [E:66| 0]: Train Loss:0.001583, Val MRR:0.39303, icews14 +2023-05-11 01:32:41,091 - icews14 - [INFO] - [E:66| 100]: Train Loss:0.0015953, Val MRR:0.39303, icews14 +2023-05-11 01:33:34,619 - icews14 - [INFO] - [E:66| 200]: Train Loss:0.001593, Val MRR:0.39303, icews14 +2023-05-11 01:34:28,919 - icews14 - [INFO] - [E:66| 300]: Train Loss:0.0015927, Val MRR:0.39303, icews14 +2023-05-11 01:35:11,794 - icews14 - [INFO] - [E:66| 400]: Train Loss:0.0015924, Val MRR:0.39303, icews14 +2023-05-11 01:36:06,378 - icews14 - [INFO] - [E:66| 500]: Train Loss:0.0015924, Val MRR:0.39303, icews14 +2023-05-11 01:37:00,638 - icews14 - [INFO] - [E:66| 600]: Train Loss:0.0015932, Val MRR:0.39303, icews14 +2023-05-11 01:37:54,287 - icews14 - [INFO] - [E:66| 700]: Train Loss:0.0015928, Val MRR:0.39303, icews14 +2023-05-11 01:38:42,692 - icews14 - [INFO] - [E:66| 800]: Train Loss:0.0015931, Val MRR:0.39303, icews14 +2023-05-11 01:39:36,580 - icews14 - [INFO] - [E:66| 900]: Train Loss:0.0015934, Val MRR:0.39303, icews14 +2023-05-11 01:40:30,338 - icews14 - [INFO] - [E:66| 1000]: Train Loss:0.0015931, Val MRR:0.39303, icews14 +2023-05-11 01:41:23,919 - icews14 - [INFO] - [E:66| 1100]: Train Loss:0.0015931, Val MRR:0.39303, icews14 +2023-05-11 01:42:17,505 - icews14 - [INFO] - [E:66| 1200]: Train Loss:0.0015935, Val MRR:0.39303, icews14 +2023-05-11 01:43:11,213 - icews14 - [INFO] - [E:66| 1300]: Train Loss:0.0015932, Val MRR:0.39303, icews14 +2023-05-11 01:43:57,729 - icews14 - [INFO] - [E:66| 1400]: Train Loss:0.0015935, Val MRR:0.39303, icews14 +2023-05-11 01:44:47,092 - icews14 - [INFO] - [E:66| 1500]: Train Loss:0.0015934, Val MRR:0.39303, icews14 +2023-05-11 01:45:41,524 - icews14 - [INFO] - [E:66| 1600]: Train Loss:0.0015932, Val MRR:0.39303, icews14 +2023-05-11 01:46:35,416 - icews14 - [INFO] - [E:66| 1700]: Train Loss:0.0015931, Val MRR:0.39303, icews14 +2023-05-11 01:47:29,386 - icews14 - [INFO] - [E:66| 1800]: Train Loss:0.0015935, Val MRR:0.39303, icews14 +2023-05-11 01:48:22,742 - icews14 - [INFO] - [E:66| 1900]: Train Loss:0.0015936, Val MRR:0.39303, icews14 +2023-05-11 01:48:44,884 - icews14 - [INFO] - [Epoch:66]: Training Loss:0.001594 + +2023-05-11 01:48:45,041 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 01:49:04,546 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 01:49:10,004 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 01:49:29,487 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 01:49:34,965 - icews14 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.4167, Head : 0.36281, Avg : 0.38976 + +2023-05-11 01:49:34,966 - icews14 - [INFO] - [Epoch 66]: Training Loss: 0.0015936, Valid MRR: 0.39303, + + + +2023-05-11 01:49:35,495 - icews14 - [INFO] - [E:67| 0]: Train Loss:0.0015757, Val MRR:0.39303, icews14 +2023-05-11 01:50:29,884 - icews14 - [INFO] - [E:67| 100]: Train Loss:0.0015949, Val MRR:0.39303, icews14 +2023-05-11 01:51:23,546 - icews14 - [INFO] - [E:67| 200]: Train Loss:0.0015923, Val MRR:0.39303, icews14 +2023-05-11 01:52:17,522 - icews14 - [INFO] - [E:67| 300]: Train Loss:0.0015913, Val MRR:0.39303, icews14 +2023-05-11 01:52:59,852 - icews14 - [INFO] - [E:67| 400]: Train Loss:0.0015894, Val MRR:0.39303, icews14 +2023-05-11 01:53:53,952 - icews14 - [INFO] - [E:67| 500]: Train Loss:0.0015892, Val MRR:0.39303, icews14 +2023-05-11 01:54:47,632 - icews14 - [INFO] - [E:67| 600]: Train Loss:0.0015895, Val MRR:0.39303, icews14 +2023-05-11 01:55:41,184 - icews14 - [INFO] - [E:67| 700]: Train Loss:0.0015896, Val MRR:0.39303, icews14 +2023-05-11 01:56:35,394 - icews14 - [INFO] - [E:67| 800]: Train Loss:0.0015893, Val MRR:0.39303, icews14 +2023-05-11 01:57:27,988 - icews14 - [INFO] - [E:67| 900]: Train Loss:0.001589, Val MRR:0.39303, icews14 +2023-05-11 01:58:20,308 - icews14 - [INFO] - [E:67| 1000]: Train Loss:0.0015892, Val MRR:0.39303, icews14 +2023-05-11 01:59:12,673 - icews14 - [INFO] - [E:67| 1100]: Train Loss:0.0015892, Val MRR:0.39303, icews14 +2023-05-11 02:00:06,140 - icews14 - [INFO] - [E:67| 1200]: Train Loss:0.0015891, Val MRR:0.39303, icews14 +2023-05-11 02:00:59,786 - icews14 - [INFO] - [E:67| 1300]: Train Loss:0.0015892, Val MRR:0.39303, icews14 +2023-05-11 02:01:43,168 - icews14 - [INFO] - [E:67| 1400]: Train Loss:0.0015891, Val MRR:0.39303, icews14 +2023-05-11 02:02:37,033 - icews14 - [INFO] - [E:67| 1500]: Train Loss:0.0015893, Val MRR:0.39303, icews14 +2023-05-11 02:03:31,011 - icews14 - [INFO] - [E:67| 1600]: Train Loss:0.0015895, Val MRR:0.39303, icews14 +2023-05-11 02:04:25,078 - icews14 - [INFO] - [E:67| 1700]: Train Loss:0.0015899, Val MRR:0.39303, icews14 +2023-05-11 02:05:18,473 - icews14 - [INFO] - [E:67| 1800]: Train Loss:0.0015902, Val MRR:0.39303, icews14 +2023-05-11 02:06:12,149 - icews14 - [INFO] - [E:67| 1900]: Train Loss:0.0015903, Val MRR:0.39303, icews14 +2023-05-11 02:06:34,640 - icews14 - [INFO] - [Epoch:67]: Training Loss:0.00159 + +2023-05-11 02:06:34,795 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 02:06:53,478 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 02:06:59,184 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 02:07:18,338 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 02:07:23,538 - icews14 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.4187, Head : 0.36597, Avg : 0.39233 + +2023-05-11 02:07:23,539 - icews14 - [INFO] - [Epoch 67]: Training Loss: 0.0015902, Valid MRR: 0.39303, + + + +2023-05-11 02:07:23,944 - icews14 - [INFO] - [E:68| 0]: Train Loss:0.0015777, Val MRR:0.39303, icews14 +2023-05-11 02:08:18,139 - icews14 - [INFO] - [E:68| 100]: Train Loss:0.0015861, Val MRR:0.39303, icews14 +2023-05-11 02:09:12,815 - icews14 - [INFO] - [E:68| 200]: Train Loss:0.0015871, Val MRR:0.39303, icews14 +2023-05-11 02:10:00,508 - icews14 - [INFO] - [E:68| 300]: Train Loss:0.0015868, Val MRR:0.39303, icews14 +2023-05-11 02:10:49,850 - icews14 - [INFO] - [E:68| 400]: Train Loss:0.0015868, Val MRR:0.39303, icews14 +2023-05-11 02:11:43,603 - icews14 - [INFO] - [E:68| 500]: Train Loss:0.001586, Val MRR:0.39303, icews14 +2023-05-11 02:12:37,135 - icews14 - [INFO] - [E:68| 600]: Train Loss:0.001586, Val MRR:0.39303, icews14 +2023-05-11 02:13:30,873 - icews14 - [INFO] - [E:68| 700]: Train Loss:0.0015858, Val MRR:0.39303, icews14 +2023-05-11 02:14:24,329 - icews14 - [INFO] - [E:68| 800]: Train Loss:0.0015861, Val MRR:0.39303, icews14 +2023-05-11 02:15:18,379 - icews14 - [INFO] - [E:68| 900]: Train Loss:0.0015863, Val MRR:0.39303, icews14 +2023-05-11 02:16:12,121 - icews14 - [INFO] - [E:68| 1000]: Train Loss:0.001586, Val MRR:0.39303, icews14 +2023-05-11 02:17:05,573 - icews14 - [INFO] - [E:68| 1100]: Train Loss:0.0015857, Val MRR:0.39303, icews14 +2023-05-11 02:17:59,258 - icews14 - [INFO] - [E:68| 1200]: Train Loss:0.0015857, Val MRR:0.39303, icews14 +2023-05-11 02:18:46,172 - icews14 - [INFO] - [E:68| 1300]: Train Loss:0.0015862, Val MRR:0.39303, icews14 +2023-05-11 02:19:35,941 - icews14 - [INFO] - [E:68| 1400]: Train Loss:0.0015863, Val MRR:0.39303, icews14 +2023-05-11 02:20:30,238 - icews14 - [INFO] - [E:68| 1500]: Train Loss:0.0015865, Val MRR:0.39303, icews14 +2023-05-11 02:21:24,172 - icews14 - [INFO] - [E:68| 1600]: Train Loss:0.0015868, Val MRR:0.39303, icews14 +2023-05-11 02:22:17,900 - icews14 - [INFO] - [E:68| 1700]: Train Loss:0.0015871, Val MRR:0.39303, icews14 +2023-05-11 02:23:12,136 - icews14 - [INFO] - [E:68| 1800]: Train Loss:0.0015872, Val MRR:0.39303, icews14 +2023-05-11 02:24:05,797 - icews14 - [INFO] - [E:68| 1900]: Train Loss:0.0015873, Val MRR:0.39303, icews14 +2023-05-11 02:24:28,170 - icews14 - [INFO] - [Epoch:68]: Training Loss:0.001587 + +2023-05-11 02:24:28,303 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 02:24:47,631 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 02:24:53,005 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 02:25:12,717 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 02:25:18,053 - icews14 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.4196, Head : 0.3698, Avg : 0.3947 + +2023-05-11 02:25:19,428 - icews14 - [INFO] - [Epoch 68]: Training Loss: 0.0015874, Valid MRR: 0.3947, + + + +2023-05-11 02:25:20,177 - icews14 - [INFO] - [E:69| 0]: Train Loss:0.0016108, Val MRR:0.3947, icews14 +2023-05-11 02:26:08,786 - icews14 - [INFO] - [E:69| 100]: Train Loss:0.0015814, Val MRR:0.3947, icews14 +2023-05-11 02:27:03,168 - icews14 - [INFO] - [E:69| 200]: Train Loss:0.0015833, Val MRR:0.3947, icews14 +2023-05-11 02:27:46,263 - icews14 - [INFO] - [E:69| 300]: Train Loss:0.0015842, Val MRR:0.3947, icews14 +2023-05-11 02:28:39,873 - icews14 - [INFO] - [E:69| 400]: Train Loss:0.0015841, Val MRR:0.3947, icews14 +2023-05-11 02:29:33,511 - icews14 - [INFO] - [E:69| 500]: Train Loss:0.0015838, Val MRR:0.3947, icews14 +2023-05-11 02:30:27,420 - icews14 - [INFO] - [E:69| 600]: Train Loss:0.0015839, Val MRR:0.3947, icews14 +2023-05-11 02:31:21,585 - icews14 - [INFO] - [E:69| 700]: Train Loss:0.001584, Val MRR:0.3947, icews14 +2023-05-11 02:32:15,373 - icews14 - [INFO] - [E:69| 800]: Train Loss:0.0015843, Val MRR:0.3947, icews14 +2023-05-11 02:33:08,833 - icews14 - [INFO] - [E:69| 900]: Train Loss:0.0015847, Val MRR:0.3947, icews14 +2023-05-11 02:34:02,459 - icews14 - [INFO] - [E:69| 1000]: Train Loss:0.001585, Val MRR:0.3947, icews14 +2023-05-11 02:34:56,345 - icews14 - [INFO] - [E:69| 1100]: Train Loss:0.001585, Val MRR:0.3947, icews14 +2023-05-11 02:35:49,635 - icews14 - [INFO] - [E:69| 1200]: Train Loss:0.0015851, Val MRR:0.3947, icews14 +2023-05-11 02:36:32,401 - icews14 - [INFO] - [E:69| 1300]: Train Loss:0.0015853, Val MRR:0.3947, icews14 +2023-05-11 02:37:25,550 - icews14 - [INFO] - [E:69| 1400]: Train Loss:0.0015854, Val MRR:0.3947, icews14 +2023-05-11 02:38:19,153 - icews14 - [INFO] - [E:69| 1500]: Train Loss:0.0015853, Val MRR:0.3947, icews14 +2023-05-11 02:39:12,555 - icews14 - [INFO] - [E:69| 1600]: Train Loss:0.0015852, Val MRR:0.3947, icews14 +2023-05-11 02:40:06,282 - icews14 - [INFO] - [E:69| 1700]: Train Loss:0.0015853, Val MRR:0.3947, icews14 +2023-05-11 02:41:00,369 - icews14 - [INFO] - [E:69| 1800]: Train Loss:0.0015852, Val MRR:0.3947, icews14 +2023-05-11 02:41:54,176 - icews14 - [INFO] - [E:69| 1900]: Train Loss:0.0015851, Val MRR:0.3947, icews14 +2023-05-11 02:42:16,483 - icews14 - [INFO] - [Epoch:69]: Training Loss:0.001585 + +2023-05-11 02:42:16,615 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 02:42:35,903 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 02:42:41,259 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 02:43:00,768 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 02:43:06,080 - icews14 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.42236, Head : 0.36864, Avg : 0.3955 + MR: Tail : 698.0, Head : 760.89, Avg : 729.45 + Hit-1: Tail : 0.33196, Head : 0.2794, Avg : 0.30568 + Hit-3: Tail : 0.47008, Head : 0.40939, Avg : 0.43974 + Hit-10: Tail : 0.59546, Head : 0.5406, Avg : 0.56803 +2023-05-11 02:43:07,429 - icews14 - [INFO] - [Epoch 69]: Training Loss: 0.0015852, Valid MRR: 0.3955, + + + +2023-05-11 02:43:07,941 - icews14 - [INFO] - [E:70| 0]: Train Loss:0.0016184, Val MRR:0.3955, icews14 +2023-05-11 02:44:01,839 - icews14 - [INFO] - [E:70| 100]: Train Loss:0.0015835, Val MRR:0.3955, icews14 +2023-05-11 02:44:55,430 - icews14 - [INFO] - [E:70| 200]: Train Loss:0.0015811, Val MRR:0.3955, icews14 +2023-05-11 02:45:37,303 - icews14 - [INFO] - [E:70| 300]: Train Loss:0.0015802, Val MRR:0.3955, icews14 +2023-05-11 02:46:30,898 - icews14 - [INFO] - [E:70| 400]: Train Loss:0.0015801, Val MRR:0.3955, icews14 +2023-05-11 02:47:25,097 - icews14 - [INFO] - [E:70| 500]: Train Loss:0.0015798, Val MRR:0.3955, icews14 +2023-05-11 02:48:18,504 - icews14 - [INFO] - [E:70| 600]: Train Loss:0.0015798, Val MRR:0.3955, icews14 +2023-05-11 02:49:12,227 - icews14 - [INFO] - [E:70| 700]: Train Loss:0.0015802, Val MRR:0.3955, icews14 +2023-05-11 02:50:05,967 - icews14 - [INFO] - [E:70| 800]: Train Loss:0.001581, Val MRR:0.3955, icews14 +2023-05-11 02:51:00,301 - icews14 - [INFO] - [E:70| 900]: Train Loss:0.0015811, Val MRR:0.3955, icews14 +2023-05-11 02:51:54,066 - icews14 - [INFO] - [E:70| 1000]: Train Loss:0.0015814, Val MRR:0.3955, icews14 +2023-05-11 02:52:47,775 - icews14 - [INFO] - [E:70| 1100]: Train Loss:0.0015815, Val MRR:0.3955, icews14 +2023-05-11 02:53:41,483 - icews14 - [INFO] - [E:70| 1200]: Train Loss:0.0015817, Val MRR:0.3955, icews14 +2023-05-11 02:54:24,401 - icews14 - [INFO] - [E:70| 1300]: Train Loss:0.0015817, Val MRR:0.3955, icews14 +2023-05-11 02:55:19,102 - icews14 - [INFO] - [E:70| 1400]: Train Loss:0.0015819, Val MRR:0.3955, icews14 +2023-05-11 02:56:12,569 - icews14 - [INFO] - [E:70| 1500]: Train Loss:0.0015821, Val MRR:0.3955, icews14 +2023-05-11 02:57:06,275 - icews14 - [INFO] - [E:70| 1600]: Train Loss:0.0015823, Val MRR:0.3955, icews14 +2023-05-11 02:58:00,449 - icews14 - [INFO] - [E:70| 1700]: Train Loss:0.0015828, Val MRR:0.3955, icews14 +2023-05-11 02:58:53,958 - icews14 - [INFO] - [E:70| 1800]: Train Loss:0.0015829, Val MRR:0.3955, icews14 +2023-05-11 02:59:47,777 - icews14 - [INFO] - [E:70| 1900]: Train Loss:0.0015829, Val MRR:0.3955, icews14 +2023-05-11 03:00:10,597 - icews14 - [INFO] - [Epoch:70]: Training Loss:0.001583 + +2023-05-11 03:00:10,868 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 03:00:30,180 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 03:00:35,784 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 03:00:54,934 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 03:01:00,184 - icews14 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.42262, Head : 0.36889, Avg : 0.39575 + +2023-05-11 03:01:01,478 - icews14 - [INFO] - [Epoch 70]: Training Loss: 0.0015829, Valid MRR: 0.39575, + + + +2023-05-11 03:01:02,059 - icews14 - [INFO] - [E:71| 0]: Train Loss:0.0015559, Val MRR:0.39575, icews14 +2023-05-11 03:01:55,717 - icews14 - [INFO] - [E:71| 100]: Train Loss:0.0015781, Val MRR:0.39575, icews14 +2023-05-11 03:02:41,825 - icews14 - [INFO] - [E:71| 200]: Train Loss:0.0015772, Val MRR:0.39575, icews14 +2023-05-11 03:03:31,754 - icews14 - [INFO] - [E:71| 300]: Train Loss:0.0015779, Val MRR:0.39575, icews14 +2023-05-11 03:04:26,409 - icews14 - [INFO] - [E:71| 400]: Train Loss:0.0015791, Val MRR:0.39575, icews14 +2023-05-11 03:05:19,971 - icews14 - [INFO] - [E:71| 500]: Train Loss:0.0015787, Val MRR:0.39575, icews14 +2023-05-11 03:06:14,353 - icews14 - [INFO] - [E:71| 600]: Train Loss:0.0015787, Val MRR:0.39575, icews14 +2023-05-11 03:07:08,291 - icews14 - [INFO] - [E:71| 700]: Train Loss:0.0015786, Val MRR:0.39575, icews14 +2023-05-11 03:08:02,199 - icews14 - [INFO] - [E:71| 800]: Train Loss:0.0015789, Val MRR:0.39575, icews14 +2023-05-11 03:08:56,212 - icews14 - [INFO] - [E:71| 900]: Train Loss:0.0015788, Val MRR:0.39575, icews14 +2023-05-11 03:09:50,587 - icews14 - [INFO] - [E:71| 1000]: Train Loss:0.0015789, Val MRR:0.39575, icews14 +2023-05-11 03:10:44,262 - icews14 - [INFO] - [E:71| 1100]: Train Loss:0.0015791, Val MRR:0.39575, icews14 +2023-05-11 03:11:29,359 - icews14 - [INFO] - [E:71| 1200]: Train Loss:0.0015796, Val MRR:0.39575, icews14 +2023-05-11 03:12:21,571 - icews14 - [INFO] - [E:71| 1300]: Train Loss:0.0015799, Val MRR:0.39575, icews14 +2023-05-11 03:13:15,938 - icews14 - [INFO] - [E:71| 1400]: Train Loss:0.00158, Val MRR:0.39575, icews14 +2023-05-11 03:14:09,608 - icews14 - [INFO] - [E:71| 1500]: Train Loss:0.0015799, Val MRR:0.39575, icews14 +2023-05-11 03:14:58,126 - icews14 - [INFO] - [E:71| 1600]: Train Loss:0.0015801, Val MRR:0.39575, icews14 +2023-05-11 03:15:51,686 - icews14 - [INFO] - [E:71| 1700]: Train Loss:0.0015801, Val MRR:0.39575, icews14 +2023-05-11 03:16:45,929 - icews14 - [INFO] - [E:71| 1800]: Train Loss:0.0015803, Val MRR:0.39575, icews14 +2023-05-11 03:17:39,901 - icews14 - [INFO] - [E:71| 1900]: Train Loss:0.0015806, Val MRR:0.39575, icews14 +2023-05-11 03:18:02,100 - icews14 - [INFO] - [Epoch:71]: Training Loss:0.001581 + +2023-05-11 03:18:02,232 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 03:18:21,846 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 03:18:27,308 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 03:18:46,746 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 03:18:52,068 - icews14 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.42139, Head : 0.36802, Avg : 0.39471 + +2023-05-11 03:18:52,069 - icews14 - [INFO] - [Epoch 71]: Training Loss: 0.0015806, Valid MRR: 0.39575, + + + +2023-05-11 03:18:52,563 - icews14 - [INFO] - [E:72| 0]: Train Loss:0.0016121, Val MRR:0.39575, icews14 +2023-05-11 03:19:46,192 - icews14 - [INFO] - [E:72| 100]: Train Loss:0.0015775, Val MRR:0.39575, icews14 +2023-05-11 03:20:28,833 - icews14 - [INFO] - [E:72| 200]: Train Loss:0.0015793, Val MRR:0.39575, icews14 +2023-05-11 03:21:23,019 - icews14 - [INFO] - [E:72| 300]: Train Loss:0.0015773, Val MRR:0.39575, icews14 +2023-05-11 03:22:16,886 - icews14 - [INFO] - [E:72| 400]: Train Loss:0.0015771, Val MRR:0.39575, icews14 +2023-05-11 03:23:10,474 - icews14 - [INFO] - [E:72| 500]: Train Loss:0.0015767, Val MRR:0.39575, icews14 +2023-05-11 03:24:04,817 - icews14 - [INFO] - [E:72| 600]: Train Loss:0.0015774, Val MRR:0.39575, icews14 +2023-05-11 03:24:57,832 - icews14 - [INFO] - [E:72| 700]: Train Loss:0.0015779, Val MRR:0.39575, icews14 +2023-05-11 03:25:51,226 - icews14 - [INFO] - [E:72| 800]: Train Loss:0.0015778, Val MRR:0.39575, icews14 +2023-05-11 03:26:44,983 - icews14 - [INFO] - [E:72| 900]: Train Loss:0.0015775, Val MRR:0.39575, icews14 +2023-05-11 03:27:38,589 - icews14 - [INFO] - [E:72| 1000]: Train Loss:0.0015773, Val MRR:0.39575, icews14 +2023-05-11 03:28:31,778 - icews14 - [INFO] - [E:72| 1100]: Train Loss:0.0015774, Val MRR:0.39575, icews14 +2023-05-11 03:29:14,088 - icews14 - [INFO] - [E:72| 1200]: Train Loss:0.0015775, Val MRR:0.39575, icews14 +2023-05-11 03:30:06,122 - icews14 - [INFO] - [E:72| 1300]: Train Loss:0.0015778, Val MRR:0.39575, icews14 +2023-05-11 03:30:58,737 - icews14 - [INFO] - [E:72| 1400]: Train Loss:0.0015778, Val MRR:0.39575, icews14 +2023-05-11 03:31:52,285 - icews14 - [INFO] - [E:72| 1500]: Train Loss:0.0015782, Val MRR:0.39575, icews14 +2023-05-11 03:32:45,878 - icews14 - [INFO] - [E:72| 1600]: Train Loss:0.0015782, Val MRR:0.39575, icews14 +2023-05-11 03:33:39,771 - icews14 - [INFO] - [E:72| 1700]: Train Loss:0.0015784, Val MRR:0.39575, icews14 +2023-05-11 03:34:33,272 - icews14 - [INFO] - [E:72| 1800]: Train Loss:0.0015784, Val MRR:0.39575, icews14 +2023-05-11 03:35:27,571 - icews14 - [INFO] - [E:72| 1900]: Train Loss:0.0015784, Val MRR:0.39575, icews14 +2023-05-11 03:35:50,046 - icews14 - [INFO] - [Epoch:72]: Training Loss:0.001578 + +2023-05-11 03:35:50,318 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 03:36:09,572 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 03:36:15,161 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 03:36:34,372 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 03:36:39,693 - icews14 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.42138, Head : 0.3674, Avg : 0.39439 + +2023-05-11 03:36:39,694 - icews14 - [INFO] - [Epoch 72]: Training Loss: 0.0015785, Valid MRR: 0.39575, + + + +2023-05-11 03:36:40,201 - icews14 - [INFO] - [E:73| 0]: Train Loss:0.0015722, Val MRR:0.39575, icews14 +2023-05-11 03:37:32,049 - icews14 - [INFO] - [E:73| 100]: Train Loss:0.0015769, Val MRR:0.39575, icews14 +2023-05-11 03:38:16,909 - icews14 - [INFO] - [E:73| 200]: Train Loss:0.0015785, Val MRR:0.39575, icews14 +2023-05-11 03:39:10,985 - icews14 - [INFO] - [E:73| 300]: Train Loss:0.0015767, Val MRR:0.39575, icews14 +2023-05-11 03:40:04,932 - icews14 - [INFO] - [E:73| 400]: Train Loss:0.0015763, Val MRR:0.39575, icews14 +2023-05-11 03:40:58,540 - icews14 - [INFO] - [E:73| 500]: Train Loss:0.0015762, Val MRR:0.39575, icews14 +2023-05-11 03:41:52,141 - icews14 - [INFO] - [E:73| 600]: Train Loss:0.0015754, Val MRR:0.39575, icews14 +2023-05-11 03:42:46,463 - icews14 - [INFO] - [E:73| 700]: Train Loss:0.0015754, Val MRR:0.39575, icews14 +2023-05-11 03:43:40,019 - icews14 - [INFO] - [E:73| 800]: Train Loss:0.0015755, Val MRR:0.39575, icews14 +2023-05-11 03:44:34,068 - icews14 - [INFO] - [E:73| 900]: Train Loss:0.0015752, Val MRR:0.39575, icews14 +2023-05-11 03:45:28,151 - icews14 - [INFO] - [E:73| 1000]: Train Loss:0.0015754, Val MRR:0.39575, icews14 +2023-05-11 03:46:19,607 - icews14 - [INFO] - [E:73| 1100]: Train Loss:0.0015753, Val MRR:0.39575, icews14 +2023-05-11 03:47:05,336 - icews14 - [INFO] - [E:73| 1200]: Train Loss:0.0015755, Val MRR:0.39575, icews14 +2023-05-11 03:47:58,782 - icews14 - [INFO] - [E:73| 1300]: Train Loss:0.0015754, Val MRR:0.39575, icews14 +2023-05-11 03:48:52,674 - icews14 - [INFO] - [E:73| 1400]: Train Loss:0.0015752, Val MRR:0.39575, icews14 +2023-05-11 03:49:46,964 - icews14 - [INFO] - [E:73| 1500]: Train Loss:0.0015753, Val MRR:0.39575, icews14 +2023-05-11 03:50:41,058 - icews14 - [INFO] - [E:73| 1600]: Train Loss:0.0015755, Val MRR:0.39575, icews14 +2023-05-11 03:51:34,798 - icews14 - [INFO] - [E:73| 1700]: Train Loss:0.0015758, Val MRR:0.39575, icews14 +2023-05-11 03:52:28,655 - icews14 - [INFO] - [E:73| 1800]: Train Loss:0.001576, Val MRR:0.39575, icews14 +2023-05-11 03:53:22,640 - icews14 - [INFO] - [E:73| 1900]: Train Loss:0.0015762, Val MRR:0.39575, icews14 +2023-05-11 03:53:44,838 - icews14 - [INFO] - [Epoch:73]: Training Loss:0.001576 + +2023-05-11 03:53:44,991 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 03:54:04,587 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 03:54:10,041 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 03:54:29,596 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 03:54:35,004 - icews14 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.42267, Head : 0.36762, Avg : 0.39515 + +2023-05-11 03:54:35,004 - icews14 - [INFO] - [Epoch 73]: Training Loss: 0.0015762, Valid MRR: 0.39575, + + + +2023-05-11 03:54:35,492 - icews14 - [INFO] - [E:74| 0]: Train Loss:0.001559, Val MRR:0.39575, icews14 +2023-05-11 03:55:18,917 - icews14 - [INFO] - [E:74| 100]: Train Loss:0.0015724, Val MRR:0.39575, icews14 +2023-05-11 03:56:12,879 - icews14 - [INFO] - [E:74| 200]: Train Loss:0.0015742, Val MRR:0.39575, icews14 +2023-05-11 03:57:06,697 - icews14 - [INFO] - [E:74| 300]: Train Loss:0.0015744, Val MRR:0.39575, icews14 +2023-05-11 03:58:01,112 - icews14 - [INFO] - [E:74| 400]: Train Loss:0.0015732, Val MRR:0.39575, icews14 +2023-05-11 03:58:54,995 - icews14 - [INFO] - [E:74| 500]: Train Loss:0.0015729, Val MRR:0.39575, icews14 +2023-05-11 03:59:49,253 - icews14 - [INFO] - [E:74| 600]: Train Loss:0.0015725, Val MRR:0.39575, icews14 +2023-05-11 04:00:43,880 - icews14 - [INFO] - [E:74| 700]: Train Loss:0.0015729, Val MRR:0.39575, icews14 +2023-05-11 04:01:38,095 - icews14 - [INFO] - [E:74| 800]: Train Loss:0.0015729, Val MRR:0.39575, icews14 +2023-05-11 04:02:32,338 - icews14 - [INFO] - [E:74| 900]: Train Loss:0.0015736, Val MRR:0.39575, icews14 +2023-05-11 04:03:21,530 - icews14 - [INFO] - [E:74| 1000]: Train Loss:0.0015732, Val MRR:0.39575, icews14 +2023-05-11 04:04:07,772 - icews14 - [INFO] - [E:74| 1100]: Train Loss:0.0015736, Val MRR:0.39575, icews14 +2023-05-11 04:04:58,055 - icews14 - [INFO] - [E:74| 1200]: Train Loss:0.0015735, Val MRR:0.39575, icews14 +2023-05-11 04:05:51,537 - icews14 - [INFO] - [E:74| 1300]: Train Loss:0.0015738, Val MRR:0.39575, icews14 +2023-05-11 04:06:45,398 - icews14 - [INFO] - [E:74| 1400]: Train Loss:0.0015737, Val MRR:0.39575, icews14 +2023-05-11 04:07:39,175 - icews14 - [INFO] - [E:74| 1500]: Train Loss:0.0015738, Val MRR:0.39575, icews14 +2023-05-11 04:08:33,172 - icews14 - [INFO] - [E:74| 1600]: Train Loss:0.0015737, Val MRR:0.39575, icews14 +2023-05-11 04:09:26,719 - icews14 - [INFO] - [E:74| 1700]: Train Loss:0.0015738, Val MRR:0.39575, icews14 +2023-05-11 04:10:20,279 - icews14 - [INFO] - [E:74| 1800]: Train Loss:0.0015742, Val MRR:0.39575, icews14 +2023-05-11 04:11:14,125 - icews14 - [INFO] - [E:74| 1900]: Train Loss:0.0015744, Val MRR:0.39575, icews14 +2023-05-11 04:11:36,545 - icews14 - [INFO] - [Epoch:74]: Training Loss:0.001574 + +2023-05-11 04:11:36,816 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 04:11:56,168 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 04:12:01,786 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 04:12:21,137 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 04:12:26,525 - icews14 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.42398, Head : 0.36991, Avg : 0.39695 + +2023-05-11 04:12:27,883 - icews14 - [INFO] - [Epoch 74]: Training Loss: 0.0015743, Valid MRR: 0.39695, + + + +2023-05-11 04:12:28,404 - icews14 - [INFO] - [E:75| 0]: Train Loss:0.0015709, Val MRR:0.39695, icews14 +2023-05-11 04:13:10,357 - icews14 - [INFO] - [E:75| 100]: Train Loss:0.0015718, Val MRR:0.39695, icews14 +2023-05-11 04:14:03,947 - icews14 - [INFO] - [E:75| 200]: Train Loss:0.0015716, Val MRR:0.39695, icews14 +2023-05-11 04:14:58,617 - icews14 - [INFO] - [E:75| 300]: Train Loss:0.0015731, Val MRR:0.39695, icews14 +2023-05-11 04:15:52,403 - icews14 - [INFO] - [E:75| 400]: Train Loss:0.001573, Val MRR:0.39695, icews14 +2023-05-11 04:16:45,817 - icews14 - [INFO] - [E:75| 500]: Train Loss:0.0015729, Val MRR:0.39695, icews14 +2023-05-11 04:17:39,622 - icews14 - [INFO] - [E:75| 600]: Train Loss:0.0015722, Val MRR:0.39695, icews14 +2023-05-11 04:18:33,911 - icews14 - [INFO] - [E:75| 700]: Train Loss:0.0015722, Val MRR:0.39695, icews14 +2023-05-11 04:19:27,573 - icews14 - [INFO] - [E:75| 800]: Train Loss:0.0015724, Val MRR:0.39695, icews14 +2023-05-11 04:20:21,195 - icews14 - [INFO] - [E:75| 900]: Train Loss:0.0015723, Val MRR:0.39695, icews14 +2023-05-11 04:21:15,268 - icews14 - [INFO] - [E:75| 1000]: Train Loss:0.0015726, Val MRR:0.39695, icews14 +2023-05-11 04:21:58,426 - icews14 - [INFO] - [E:75| 1100]: Train Loss:0.0015724, Val MRR:0.39695, icews14 +2023-05-11 04:22:52,045 - icews14 - [INFO] - [E:75| 1200]: Train Loss:0.0015723, Val MRR:0.39695, icews14 +2023-05-11 04:23:45,809 - icews14 - [INFO] - [E:75| 1300]: Train Loss:0.0015726, Val MRR:0.39695, icews14 +2023-05-11 04:24:39,518 - icews14 - [INFO] - [E:75| 1400]: Train Loss:0.0015724, Val MRR:0.39695, icews14 +2023-05-11 04:25:33,538 - icews14 - [INFO] - [E:75| 1500]: Train Loss:0.0015723, Val MRR:0.39695, icews14 +2023-05-11 04:26:26,850 - icews14 - [INFO] - [E:75| 1600]: Train Loss:0.0015723, Val MRR:0.39695, icews14 +2023-05-11 04:27:21,123 - icews14 - [INFO] - [E:75| 1700]: Train Loss:0.0015722, Val MRR:0.39695, icews14 +2023-05-11 04:28:15,581 - icews14 - [INFO] - [E:75| 1800]: Train Loss:0.0015724, Val MRR:0.39695, icews14 +2023-05-11 04:29:09,529 - icews14 - [INFO] - [E:75| 1900]: Train Loss:0.0015726, Val MRR:0.39695, icews14 +2023-05-11 04:29:31,947 - icews14 - [INFO] - [Epoch:75]: Training Loss:0.001572 + +2023-05-11 04:29:32,099 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 04:29:51,433 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 04:29:57,037 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 04:30:13,874 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 04:30:16,893 - icews14 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.42489, Head : 0.37478, Avg : 0.39983 + +2023-05-11 04:30:18,281 - icews14 - [INFO] - [Epoch 75]: Training Loss: 0.0015725, Valid MRR: 0.39983, + + + +2023-05-11 04:30:18,626 - icews14 - [INFO] - [E:76| 0]: Train Loss:0.001545, Val MRR:0.39983, icews14 +2023-05-11 04:31:06,375 - icews14 - [INFO] - [E:76| 100]: Train Loss:0.0015686, Val MRR:0.39983, icews14 +2023-05-11 04:31:59,849 - icews14 - [INFO] - [E:76| 200]: Train Loss:0.0015661, Val MRR:0.39983, icews14 +2023-05-11 04:32:53,430 - icews14 - [INFO] - [E:76| 300]: Train Loss:0.0015668, Val MRR:0.39983, icews14 +2023-05-11 04:33:47,355 - icews14 - [INFO] - [E:76| 400]: Train Loss:0.0015666, Val MRR:0.39983, icews14 +2023-05-11 04:34:41,122 - icews14 - [INFO] - [E:76| 500]: Train Loss:0.0015676, Val MRR:0.39983, icews14 +2023-05-11 04:35:34,901 - icews14 - [INFO] - [E:76| 600]: Train Loss:0.0015676, Val MRR:0.39983, icews14 +2023-05-11 04:36:28,369 - icews14 - [INFO] - [E:76| 700]: Train Loss:0.001568, Val MRR:0.39983, icews14 +2023-05-11 04:37:23,069 - icews14 - [INFO] - [E:76| 800]: Train Loss:0.0015683, Val MRR:0.39983, icews14 +2023-05-11 04:38:16,748 - icews14 - [INFO] - [E:76| 900]: Train Loss:0.0015684, Val MRR:0.39983, icews14 +2023-05-11 04:39:05,010 - icews14 - [INFO] - [E:76| 1000]: Train Loss:0.0015688, Val MRR:0.39983, icews14 +2023-05-11 04:39:54,064 - icews14 - [INFO] - [E:76| 1100]: Train Loss:0.0015691, Val MRR:0.39983, icews14 +2023-05-11 04:40:48,297 - icews14 - [INFO] - [E:76| 1200]: Train Loss:0.0015692, Val MRR:0.39983, icews14 +2023-05-11 04:41:41,954 - icews14 - [INFO] - [E:76| 1300]: Train Loss:0.0015693, Val MRR:0.39983, icews14 +2023-05-11 04:42:35,234 - icews14 - [INFO] - [E:76| 1400]: Train Loss:0.0015695, Val MRR:0.39983, icews14 +2023-05-11 04:43:28,857 - icews14 - [INFO] - [E:76| 1500]: Train Loss:0.0015695, Val MRR:0.39983, icews14 +2023-05-11 04:44:22,727 - icews14 - [INFO] - [E:76| 1600]: Train Loss:0.0015697, Val MRR:0.39983, icews14 +2023-05-11 04:45:16,544 - icews14 - [INFO] - [E:76| 1700]: Train Loss:0.0015697, Val MRR:0.39983, icews14 +2023-05-11 04:46:10,514 - icews14 - [INFO] - [E:76| 1800]: Train Loss:0.0015699, Val MRR:0.39983, icews14 +2023-05-11 04:47:04,212 - icews14 - [INFO] - [E:76| 1900]: Train Loss:0.0015704, Val MRR:0.39983, icews14 +2023-05-11 04:47:26,424 - icews14 - [INFO] - [Epoch:76]: Training Loss:0.00157 + +2023-05-11 04:47:26,576 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 04:47:44,622 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 04:47:47,746 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 04:47:58,620 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 04:48:01,645 - icews14 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.42828, Head : 0.37382, Avg : 0.40105 + +2023-05-11 04:48:03,119 - icews14 - [INFO] - [Epoch 76]: Training Loss: 0.0015704, Valid MRR: 0.40105, + + + +2023-05-11 04:48:03,840 - icews14 - [INFO] - [E:77| 0]: Train Loss:0.0015354, Val MRR:0.40105, icews14 +2023-05-11 04:48:57,740 - icews14 - [INFO] - [E:77| 100]: Train Loss:0.0015659, Val MRR:0.40105, icews14 +2023-05-11 04:49:51,990 - icews14 - [INFO] - [E:77| 200]: Train Loss:0.0015667, Val MRR:0.40105, icews14 +2023-05-11 04:50:45,999 - icews14 - [INFO] - [E:77| 300]: Train Loss:0.0015656, Val MRR:0.40105, icews14 +2023-05-11 04:51:37,491 - icews14 - [INFO] - [E:77| 400]: Train Loss:0.0015669, Val MRR:0.40105, icews14 +2023-05-11 04:52:27,764 - icews14 - [INFO] - [E:77| 500]: Train Loss:0.0015675, Val MRR:0.40105, icews14 +2023-05-11 04:53:21,173 - icews14 - [INFO] - [E:77| 600]: Train Loss:0.0015673, Val MRR:0.40105, icews14 +2023-05-11 04:54:15,258 - icews14 - [INFO] - [E:77| 700]: Train Loss:0.0015679, Val MRR:0.40105, icews14 +2023-05-11 04:55:09,238 - icews14 - [INFO] - [E:77| 800]: Train Loss:0.0015678, Val MRR:0.40105, icews14 +2023-05-11 04:56:03,102 - icews14 - [INFO] - [E:77| 900]: Train Loss:0.0015678, Val MRR:0.40105, icews14 +2023-05-11 04:56:49,652 - icews14 - [INFO] - [E:77| 1000]: Train Loss:0.001568, Val MRR:0.40105, icews14 +2023-05-11 04:57:39,338 - icews14 - [INFO] - [E:77| 1100]: Train Loss:0.0015683, Val MRR:0.40105, icews14 +2023-05-11 04:58:33,274 - icews14 - [INFO] - [E:77| 1200]: Train Loss:0.0015685, Val MRR:0.40105, icews14 +2023-05-11 04:59:26,563 - icews14 - [INFO] - [E:77| 1300]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:00:18,617 - icews14 - [INFO] - [E:77| 1400]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:01:11,180 - icews14 - [INFO] - [E:77| 1500]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:02:02,765 - icews14 - [INFO] - [E:77| 1600]: Train Loss:0.001569, Val MRR:0.40105, icews14 +2023-05-11 05:02:56,615 - icews14 - [INFO] - [E:77| 1700]: Train Loss:0.0015687, Val MRR:0.40105, icews14 +2023-05-11 05:03:50,311 - icews14 - [INFO] - [E:77| 1800]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:04:44,127 - icews14 - [INFO] - [E:77| 1900]: Train Loss:0.0015688, Val MRR:0.40105, icews14 +2023-05-11 05:05:07,063 - icews14 - [INFO] - [Epoch:77]: Training Loss:0.001569 + +2023-05-11 05:05:07,208 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 05:05:09,484 - icews14 - [INFO] - {'dataset': 'icews14', 'name': 'icews14', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-11 05:05:20,659 - icews14 - [INFO] - [Test, Tail_Batch Step 0] icews14 +2023-05-11 05:05:21,147 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 05:05:28,479 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 05:05:54,408 - icews14 - [INFO] - [Test, Head_Batch Step 0] icews14 +2023-05-11 05:05:58,401 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 05:06:06,944 - icews14 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.42856, Head : 0.37528, Avg : 0.40192 + +2023-05-11 05:06:08,257 - icews14 - [INFO] - [Epoch 77]: Training Loss: 0.0015688, Valid MRR: 0.40192, + + + +2023-05-11 05:06:09,117 - icews14 - [INFO] - [E:78| 0]: Train Loss:0.0015799, Val MRR:0.40192, icews14 +2023-05-11 05:06:30,044 - icews14 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.41556, Head : 0.36743, Avg : 0.3915 + MR: Tail : 733.82, Head : 823.08, Avg : 778.45 + Hit-1: Tail : 0.32816, Head : 0.27983, Avg : 0.304 + Hit-3: Tail : 0.4613, Head : 0.40921, Avg : 0.43525 + Hit-10: Tail : 0.58038, Head : 0.53543, Avg : 0.5579 +2023-05-11 05:07:10,734 - icews14 - [INFO] - [E:78| 100]: Train Loss:0.0015635, Val MRR:0.40192, icews14 +2023-05-11 05:08:04,864 - icews14 - [INFO] - [E:78| 200]: Train Loss:0.0015637, Val MRR:0.40192, icews14 +2023-05-11 05:08:59,280 - icews14 - [INFO] - [E:78| 300]: Train Loss:0.0015638, Val MRR:0.40192, icews14 +2023-05-11 05:09:52,883 - icews14 - [INFO] - [E:78| 400]: Train Loss:0.001565, Val MRR:0.40192, icews14 +2023-05-11 05:10:46,682 - icews14 - [INFO] - [E:78| 500]: Train Loss:0.0015655, Val MRR:0.40192, icews14 +2023-05-11 05:12:08,056 - icews14 - [INFO] - [E:78| 600]: Train Loss:0.0015661, Val MRR:0.40192, icews14 +2023-05-11 05:13:29,929 - icews14 - [INFO] - [E:78| 700]: Train Loss:0.001567, Val MRR:0.40192, icews14 +2023-05-11 05:14:29,139 - icews14 - [INFO] - [E:78| 800]: Train Loss:0.0015668, Val MRR:0.40192, icews14 +2023-05-11 05:15:22,747 - icews14 - [INFO] - [E:78| 900]: Train Loss:0.0015671, Val MRR:0.40192, icews14 +2023-05-11 05:16:31,528 - icews14 - [INFO] - [E:78| 1000]: Train Loss:0.0015669, Val MRR:0.40192, icews14 +2023-05-11 05:17:29,715 - icews14 - [INFO] - [E:78| 1100]: Train Loss:0.0015663, Val MRR:0.40192, icews14 +2023-05-11 05:18:23,890 - icews14 - [INFO] - [E:78| 1200]: Train Loss:0.001566, Val MRR:0.40192, icews14 +2023-05-11 05:19:17,537 - icews14 - [INFO] - [E:78| 1300]: Train Loss:0.0015659, Val MRR:0.40192, icews14 +2023-05-11 05:20:11,336 - icews14 - [INFO] - [E:78| 1400]: Train Loss:0.0015662, Val MRR:0.40192, icews14 +2023-05-11 05:21:05,138 - icews14 - [INFO] - [E:78| 1500]: Train Loss:0.0015664, Val MRR:0.40192, icews14 +2023-05-11 05:21:59,113 - icews14 - [INFO] - [E:78| 1600]: Train Loss:0.0015668, Val MRR:0.40192, icews14 +2023-05-11 05:22:52,456 - icews14 - [INFO] - [E:78| 1700]: Train Loss:0.0015669, Val MRR:0.40192, icews14 +2023-05-11 05:23:46,308 - icews14 - [INFO] - [E:78| 1800]: Train Loss:0.0015671, Val MRR:0.40192, icews14 +2023-05-11 05:24:40,237 - icews14 - [INFO] - [E:78| 1900]: Train Loss:0.0015672, Val MRR:0.40192, icews14 +2023-05-11 05:24:56,491 - icews14 - [INFO] - [Epoch:78]: Training Loss:0.001567 + +2023-05-11 05:24:56,602 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 05:25:09,233 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 05:25:14,772 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 05:25:33,814 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 05:25:39,260 - icews14 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.43001, Head : 0.37754, Avg : 0.40377 + +2023-05-11 05:25:40,550 - icews14 - [INFO] - [Epoch 78]: Training Loss: 0.0015671, Valid MRR: 0.40377, + + + +2023-05-11 05:25:41,275 - icews14 - [INFO] - [E:79| 0]: Train Loss:0.0015481, Val MRR:0.40377, icews14 +2023-05-11 05:26:35,071 - icews14 - [INFO] - [E:79| 100]: Train Loss:0.0015617, Val MRR:0.40377, icews14 +2023-05-11 05:27:28,684 - icews14 - [INFO] - [E:79| 200]: Train Loss:0.001562, Val MRR:0.40377, icews14 +2023-05-11 05:28:22,675 - icews14 - [INFO] - [E:79| 300]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 05:29:16,488 - icews14 - [INFO] - [E:79| 400]: Train Loss:0.0015635, Val MRR:0.40377, icews14 +2023-05-11 05:30:10,330 - icews14 - [INFO] - [E:79| 500]: Train Loss:0.0015639, Val MRR:0.40377, icews14 +2023-05-11 05:31:04,129 - icews14 - [INFO] - [E:79| 600]: Train Loss:0.001564, Val MRR:0.40377, icews14 +2023-05-11 05:31:58,391 - icews14 - [INFO] - [E:79| 700]: Train Loss:0.0015645, Val MRR:0.40377, icews14 +2023-05-11 05:32:52,358 - icews14 - [INFO] - [E:79| 800]: Train Loss:0.0015647, Val MRR:0.40377, icews14 +2023-05-11 05:33:41,007 - icews14 - [INFO] - [E:79| 900]: Train Loss:0.0015649, Val MRR:0.40377, icews14 +2023-05-11 05:34:29,335 - icews14 - [INFO] - [E:79| 1000]: Train Loss:0.001565, Val MRR:0.40377, icews14 +2023-05-11 05:35:22,967 - icews14 - [INFO] - [E:79| 1100]: Train Loss:0.0015647, Val MRR:0.40377, icews14 +2023-05-11 05:36:16,511 - icews14 - [INFO] - [E:79| 1200]: Train Loss:0.0015647, Val MRR:0.40377, icews14 +2023-05-11 05:37:10,844 - icews14 - [INFO] - [E:79| 1300]: Train Loss:0.0015647, Val MRR:0.40377, icews14 +2023-05-11 05:38:04,491 - icews14 - [INFO] - [E:79| 1400]: Train Loss:0.0015645, Val MRR:0.40377, icews14 +2023-05-11 05:38:58,457 - icews14 - [INFO] - [E:79| 1500]: Train Loss:0.0015649, Val MRR:0.40377, icews14 +2023-05-11 05:39:52,144 - icews14 - [INFO] - [E:79| 1600]: Train Loss:0.0015648, Val MRR:0.40377, icews14 +2023-05-11 05:40:46,875 - icews14 - [INFO] - [E:79| 1700]: Train Loss:0.0015649, Val MRR:0.40377, icews14 +2023-05-11 05:41:40,645 - icews14 - [INFO] - [E:79| 1800]: Train Loss:0.0015653, Val MRR:0.40377, icews14 +2023-05-11 05:42:27,537 - icews14 - [INFO] - [E:79| 1900]: Train Loss:0.0015653, Val MRR:0.40377, icews14 +2023-05-11 05:42:41,580 - icews14 - [INFO] - [Epoch:79]: Training Loss:0.001565 + +2023-05-11 05:42:41,691 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 05:42:58,511 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 05:43:03,983 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 05:43:23,513 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 05:43:28,894 - icews14 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.42747, Head : 0.37601, Avg : 0.40174 + MR: Tail : 723.41, Head : 791.73, Avg : 757.57 + Hit-1: Tail : 0.339, Head : 0.28875, Avg : 0.31387 + Hit-3: Tail : 0.47336, Head : 0.41753, Avg : 0.44544 + Hit-10: Tail : 0.59534, Head : 0.54291, Avg : 0.56912 +2023-05-11 05:43:28,895 - icews14 - [INFO] - [Epoch 79]: Training Loss: 0.0015654, Valid MRR: 0.40377, + + + +2023-05-11 05:43:29,392 - icews14 - [INFO] - [E:80| 0]: Train Loss:0.0015726, Val MRR:0.40377, icews14 +2023-05-11 05:44:23,294 - icews14 - [INFO] - [E:80| 100]: Train Loss:0.0015663, Val MRR:0.40377, icews14 +2023-05-11 05:45:16,698 - icews14 - [INFO] - [E:80| 200]: Train Loss:0.0015629, Val MRR:0.40377, icews14 +2023-05-11 05:46:10,264 - icews14 - [INFO] - [E:80| 300]: Train Loss:0.0015624, Val MRR:0.40377, icews14 +2023-05-11 05:47:03,842 - icews14 - [INFO] - [E:80| 400]: Train Loss:0.0015628, Val MRR:0.40377, icews14 +2023-05-11 05:47:57,598 - icews14 - [INFO] - [E:80| 500]: Train Loss:0.0015621, Val MRR:0.40377, icews14 +2023-05-11 05:48:50,865 - icews14 - [INFO] - [E:80| 600]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 05:49:44,065 - icews14 - [INFO] - [E:80| 700]: Train Loss:0.0015629, Val MRR:0.40377, icews14 +2023-05-11 05:50:37,515 - icews14 - [INFO] - [E:80| 800]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 05:51:22,197 - icews14 - [INFO] - [E:80| 900]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 05:52:13,599 - icews14 - [INFO] - [E:80| 1000]: Train Loss:0.0015628, Val MRR:0.40377, icews14 +2023-05-11 05:53:07,330 - icews14 - [INFO] - [E:80| 1100]: Train Loss:0.0015629, Val MRR:0.40377, icews14 +2023-05-11 05:54:00,983 - icews14 - [INFO] - [E:80| 1200]: Train Loss:0.0015633, Val MRR:0.40377, icews14 +2023-05-11 05:54:54,977 - icews14 - [INFO] - [E:80| 1300]: Train Loss:0.0015631, Val MRR:0.40377, icews14 +2023-05-11 05:55:48,717 - icews14 - [INFO] - [E:80| 1400]: Train Loss:0.0015632, Val MRR:0.40377, icews14 +2023-05-11 05:56:43,212 - icews14 - [INFO] - [E:80| 1500]: Train Loss:0.0015634, Val MRR:0.40377, icews14 +2023-05-11 05:57:38,192 - icews14 - [INFO] - [E:80| 1600]: Train Loss:0.0015634, Val MRR:0.40377, icews14 +2023-05-11 05:58:31,775 - icews14 - [INFO] - [E:80| 1700]: Train Loss:0.0015636, Val MRR:0.40377, icews14 +2023-05-11 05:59:26,015 - icews14 - [INFO] - [E:80| 1800]: Train Loss:0.0015639, Val MRR:0.40377, icews14 +2023-05-11 06:00:08,736 - icews14 - [INFO] - [E:80| 1900]: Train Loss:0.001564, Val MRR:0.40377, icews14 +2023-05-11 06:00:31,424 - icews14 - [INFO] - [Epoch:80]: Training Loss:0.001564 + +2023-05-11 06:00:31,575 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 06:00:50,950 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 06:00:56,583 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 06:01:15,939 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 06:01:21,183 - icews14 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.42932, Head : 0.3759, Avg : 0.40261 + +2023-05-11 06:01:21,183 - icews14 - [INFO] - [Epoch 80]: Training Loss: 0.0015641, Valid MRR: 0.40377, + + + +2023-05-11 06:01:21,815 - icews14 - [INFO] - [E:81| 0]: Train Loss:0.0015652, Val MRR:0.40377, icews14 +2023-05-11 06:02:15,700 - icews14 - [INFO] - [E:81| 100]: Train Loss:0.0015604, Val MRR:0.40377, icews14 +2023-05-11 06:03:09,775 - icews14 - [INFO] - [E:81| 200]: Train Loss:0.0015611, Val MRR:0.40377, icews14 +2023-05-11 06:04:02,917 - icews14 - [INFO] - [E:81| 300]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:04:56,297 - icews14 - [INFO] - [E:81| 400]: Train Loss:0.0015613, Val MRR:0.40377, icews14 +2023-05-11 06:05:50,325 - icews14 - [INFO] - [E:81| 500]: Train Loss:0.0015619, Val MRR:0.40377, icews14 +2023-05-11 06:06:43,534 - icews14 - [INFO] - [E:81| 600]: Train Loss:0.0015622, Val MRR:0.40377, icews14 +2023-05-11 06:07:36,776 - icews14 - [INFO] - [E:81| 700]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:08:30,303 - icews14 - [INFO] - [E:81| 800]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:09:12,657 - icews14 - [INFO] - [E:81| 900]: Train Loss:0.0015622, Val MRR:0.40377, icews14 +2023-05-11 06:10:05,999 - icews14 - [INFO] - [E:81| 1000]: Train Loss:0.0015623, Val MRR:0.40377, icews14 +2023-05-11 06:10:59,781 - icews14 - [INFO] - [E:81| 1100]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 06:11:53,315 - icews14 - [INFO] - [E:81| 1200]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 06:12:46,907 - icews14 - [INFO] - [E:81| 1300]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 06:13:40,619 - icews14 - [INFO] - [E:81| 1400]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:14:34,638 - icews14 - [INFO] - [E:81| 1500]: Train Loss:0.0015626, Val MRR:0.40377, icews14 +2023-05-11 06:15:28,451 - icews14 - [INFO] - [E:81| 1600]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:16:22,185 - icews14 - [INFO] - [E:81| 1700]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:17:15,108 - icews14 - [INFO] - [E:81| 1800]: Train Loss:0.0015625, Val MRR:0.40377, icews14 +2023-05-11 06:17:58,059 - icews14 - [INFO] - [E:81| 1900]: Train Loss:0.0015627, Val MRR:0.40377, icews14 +2023-05-11 06:18:20,457 - icews14 - [INFO] - [Epoch:81]: Training Loss:0.001563 + +2023-05-11 06:18:20,615 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 06:18:39,781 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 06:18:45,426 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 06:19:04,768 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 06:19:10,051 - icews14 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.42922, Head : 0.37571, Avg : 0.40247 + +2023-05-11 06:19:10,052 - icews14 - [INFO] - [Epoch 81]: Training Loss: 0.0015628, Valid MRR: 0.40377, + + + +2023-05-11 06:19:10,583 - icews14 - [INFO] - [E:82| 0]: Train Loss:0.0015377, Val MRR:0.40377, icews14 +2023-05-11 06:20:04,773 - icews14 - [INFO] - [E:82| 100]: Train Loss:0.0015571, Val MRR:0.40377, icews14 +2023-05-11 06:20:58,162 - icews14 - [INFO] - [E:82| 200]: Train Loss:0.0015593, Val MRR:0.40377, icews14 +2023-05-11 06:21:51,820 - icews14 - [INFO] - [E:82| 300]: Train Loss:0.0015581, Val MRR:0.40377, icews14 +2023-05-11 06:22:45,401 - icews14 - [INFO] - [E:82| 400]: Train Loss:0.0015581, Val MRR:0.40377, icews14 +2023-05-11 06:23:39,320 - icews14 - [INFO] - [E:82| 500]: Train Loss:0.0015587, Val MRR:0.40377, icews14 +2023-05-11 06:24:33,324 - icews14 - [INFO] - [E:82| 600]: Train Loss:0.001559, Val MRR:0.40377, icews14 +2023-05-11 06:25:27,010 - icews14 - [INFO] - [E:82| 700]: Train Loss:0.0015591, Val MRR:0.40377, icews14 +2023-05-11 06:26:11,540 - icews14 - [INFO] - [E:82| 800]: Train Loss:0.0015597, Val MRR:0.40377, icews14 +2023-05-11 06:27:02,908 - icews14 - [INFO] - [E:82| 900]: Train Loss:0.0015602, Val MRR:0.40377, icews14 +2023-05-11 06:27:56,496 - icews14 - [INFO] - [E:82| 1000]: Train Loss:0.0015604, Val MRR:0.40377, icews14 +2023-05-11 06:28:50,172 - icews14 - [INFO] - [E:82| 1100]: Train Loss:0.0015604, Val MRR:0.40377, icews14 +2023-05-11 06:29:43,935 - icews14 - [INFO] - [E:82| 1200]: Train Loss:0.0015605, Val MRR:0.40377, icews14 +2023-05-11 06:30:32,640 - icews14 - [INFO] - [E:82| 1300]: Train Loss:0.0015605, Val MRR:0.40377, icews14 +2023-05-11 06:31:25,478 - icews14 - [INFO] - [E:82| 1400]: Train Loss:0.0015609, Val MRR:0.40377, icews14 +2023-05-11 06:32:17,671 - icews14 - [INFO] - [E:82| 1500]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:33:09,710 - icews14 - [INFO] - [E:82| 1600]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:34:02,527 - icews14 - [INFO] - [E:82| 1700]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:34:45,412 - icews14 - [INFO] - [E:82| 1800]: Train Loss:0.001561, Val MRR:0.40377, icews14 +2023-05-11 06:35:38,343 - icews14 - [INFO] - [E:82| 1900]: Train Loss:0.0015611, Val MRR:0.40377, icews14 +2023-05-11 06:36:00,562 - icews14 - [INFO] - [Epoch:82]: Training Loss:0.001561 + +2023-05-11 06:36:00,695 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 06:36:20,081 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 06:36:25,461 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 06:36:45,141 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 06:36:50,423 - icews14 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.42795, Head : 0.37211, Avg : 0.40003 + +2023-05-11 06:36:50,423 - icews14 - [INFO] - [Epoch 82]: Training Loss: 0.0015611, Valid MRR: 0.40377, + + + +2023-05-11 06:36:50,931 - icews14 - [INFO] - [E:83| 0]: Train Loss:0.0015399, Val MRR:0.40377, icews14 +2023-05-11 06:37:44,644 - icews14 - [INFO] - [E:83| 100]: Train Loss:0.0015609, Val MRR:0.40377, icews14 +2023-05-11 06:38:38,244 - icews14 - [INFO] - [E:83| 200]: Train Loss:0.0015608, Val MRR:0.40377, icews14 +2023-05-11 06:39:31,164 - icews14 - [INFO] - [E:83| 300]: Train Loss:0.0015591, Val MRR:0.40377, icews14 +2023-05-11 06:40:24,157 - icews14 - [INFO] - [E:83| 400]: Train Loss:0.0015584, Val MRR:0.40377, icews14 +2023-05-11 06:41:17,424 - icews14 - [INFO] - [E:83| 500]: Train Loss:0.0015585, Val MRR:0.40377, icews14 +2023-05-11 06:42:10,831 - icews14 - [INFO] - [E:83| 600]: Train Loss:0.001559, Val MRR:0.40377, icews14 +2023-05-11 06:43:04,216 - icews14 - [INFO] - [E:83| 700]: Train Loss:0.001559, Val MRR:0.40377, icews14 +2023-05-11 06:43:46,414 - icews14 - [INFO] - [E:83| 800]: Train Loss:0.0015592, Val MRR:0.40377, icews14 +2023-05-11 06:44:39,989 - icews14 - [INFO] - [E:83| 900]: Train Loss:0.0015594, Val MRR:0.40377, icews14 +2023-05-11 06:45:33,112 - icews14 - [INFO] - [E:83| 1000]: Train Loss:0.0015593, Val MRR:0.40377, icews14 +2023-05-11 06:46:26,475 - icews14 - [INFO] - [E:83| 1100]: Train Loss:0.0015592, Val MRR:0.40377, icews14 +2023-05-11 06:47:20,274 - icews14 - [INFO] - [E:83| 1200]: Train Loss:0.0015595, Val MRR:0.40377, icews14 +2023-05-11 06:48:13,935 - icews14 - [INFO] - [E:83| 1300]: Train Loss:0.0015597, Val MRR:0.40377, icews14 +2023-05-11 06:49:07,082 - icews14 - [INFO] - [E:83| 1400]: Train Loss:0.0015598, Val MRR:0.40377, icews14 +2023-05-11 06:50:00,849 - icews14 - [INFO] - [E:83| 1500]: Train Loss:0.0015598, Val MRR:0.40377, icews14 +2023-05-11 06:50:55,308 - icews14 - [INFO] - [E:83| 1600]: Train Loss:0.0015599, Val MRR:0.40377, icews14 +2023-05-11 06:51:49,482 - icews14 - [INFO] - [E:83| 1700]: Train Loss:0.0015598, Val MRR:0.40377, icews14 +2023-05-11 06:52:32,051 - icews14 - [INFO] - [E:83| 1800]: Train Loss:0.0015598, Val MRR:0.40377, icews14 +2023-05-11 06:53:25,766 - icews14 - [INFO] - [E:83| 1900]: Train Loss:0.0015597, Val MRR:0.40377, icews14 +2023-05-11 06:53:47,811 - icews14 - [INFO] - [Epoch:83]: Training Loss:0.00156 + +2023-05-11 06:53:47,944 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 06:54:07,578 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 06:54:12,993 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 06:54:32,219 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 06:54:37,967 - icews14 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.4297, Head : 0.37869, Avg : 0.40419 + +2023-05-11 06:54:39,260 - icews14 - [INFO] - [Epoch 83]: Training Loss: 0.0015598, Valid MRR: 0.40419, + + + +2023-05-11 06:54:39,763 - icews14 - [INFO] - [E:84| 0]: Train Loss:0.001542, Val MRR:0.40419, icews14 +2023-05-11 06:55:33,325 - icews14 - [INFO] - [E:84| 100]: Train Loss:0.0015558, Val MRR:0.40419, icews14 +2023-05-11 06:56:26,545 - icews14 - [INFO] - [E:84| 200]: Train Loss:0.0015571, Val MRR:0.40419, icews14 +2023-05-11 06:57:20,072 - icews14 - [INFO] - [E:84| 300]: Train Loss:0.0015579, Val MRR:0.40419, icews14 +2023-05-11 06:58:13,923 - icews14 - [INFO] - [E:84| 400]: Train Loss:0.001558, Val MRR:0.40419, icews14 +2023-05-11 06:59:07,419 - icews14 - [INFO] - [E:84| 500]: Train Loss:0.0015587, Val MRR:0.40419, icews14 +2023-05-11 07:00:00,808 - icews14 - [INFO] - [E:84| 600]: Train Loss:0.0015585, Val MRR:0.40419, icews14 +2023-05-11 07:00:45,692 - icews14 - [INFO] - [E:84| 700]: Train Loss:0.0015584, Val MRR:0.40419, icews14 +2023-05-11 07:01:36,458 - icews14 - [INFO] - [E:84| 800]: Train Loss:0.0015584, Val MRR:0.40419, icews14 +2023-05-11 07:02:29,873 - icews14 - [INFO] - [E:84| 900]: Train Loss:0.0015588, Val MRR:0.40419, icews14 +2023-05-11 07:03:23,267 - icews14 - [INFO] - [E:84| 1000]: Train Loss:0.0015586, Val MRR:0.40419, icews14 +2023-05-11 07:04:16,689 - icews14 - [INFO] - [E:84| 1100]: Train Loss:0.0015583, Val MRR:0.40419, icews14 +2023-05-11 07:05:10,141 - icews14 - [INFO] - [E:84| 1200]: Train Loss:0.0015584, Val MRR:0.40419, icews14 +2023-05-11 07:06:03,819 - icews14 - [INFO] - [E:84| 1300]: Train Loss:0.0015587, Val MRR:0.40419, icews14 +2023-05-11 07:06:57,925 - icews14 - [INFO] - [E:84| 1400]: Train Loss:0.0015587, Val MRR:0.40419, icews14 +2023-05-11 07:07:51,282 - icews14 - [INFO] - [E:84| 1500]: Train Loss:0.0015585, Val MRR:0.40419, icews14 +2023-05-11 07:08:44,486 - icews14 - [INFO] - [E:84| 1600]: Train Loss:0.0015584, Val MRR:0.40419, icews14 +2023-05-11 07:09:28,285 - icews14 - [INFO] - [E:84| 1700]: Train Loss:0.0015583, Val MRR:0.40419, icews14 +2023-05-11 07:10:20,548 - icews14 - [INFO] - [E:84| 1800]: Train Loss:0.0015585, Val MRR:0.40419, icews14 +2023-05-11 07:11:13,851 - icews14 - [INFO] - [E:84| 1900]: Train Loss:0.0015587, Val MRR:0.40419, icews14 +2023-05-11 07:11:36,210 - icews14 - [INFO] - [Epoch:84]: Training Loss:0.001559 + +2023-05-11 07:11:36,365 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 07:11:55,606 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 07:12:01,015 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 07:12:20,472 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 07:12:25,731 - icews14 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.43165, Head : 0.38003, Avg : 0.40584 + +2023-05-11 07:12:27,023 - icews14 - [INFO] - [Epoch 84]: Training Loss: 0.0015587, Valid MRR: 0.40584, + + + +2023-05-11 07:12:27,725 - icews14 - [INFO] - [E:85| 0]: Train Loss:0.0015341, Val MRR:0.40584, icews14 +2023-05-11 07:13:21,486 - icews14 - [INFO] - [E:85| 100]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:14:14,930 - icews14 - [INFO] - [E:85| 200]: Train Loss:0.0015581, Val MRR:0.40584, icews14 +2023-05-11 07:15:09,106 - icews14 - [INFO] - [E:85| 300]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:16:02,493 - icews14 - [INFO] - [E:85| 400]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:16:56,353 - icews14 - [INFO] - [E:85| 500]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:17:50,051 - icews14 - [INFO] - [E:85| 600]: Train Loss:0.0015569, Val MRR:0.40584, icews14 +2023-05-11 07:18:27,351 - icews14 - [INFO] - [E:85| 700]: Train Loss:0.0015571, Val MRR:0.40584, icews14 +2023-05-11 07:19:21,088 - icews14 - [INFO] - [E:85| 800]: Train Loss:0.0015568, Val MRR:0.40584, icews14 +2023-05-11 07:20:14,421 - icews14 - [INFO] - [E:85| 900]: Train Loss:0.0015572, Val MRR:0.40584, icews14 +2023-05-11 07:21:07,757 - icews14 - [INFO] - [E:85| 1000]: Train Loss:0.0015571, Val MRR:0.40584, icews14 +2023-05-11 07:22:01,300 - icews14 - [INFO] - [E:85| 1100]: Train Loss:0.0015575, Val MRR:0.40584, icews14 +2023-05-11 07:22:54,622 - icews14 - [INFO] - [E:85| 1200]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:23:47,862 - icews14 - [INFO] - [E:85| 1300]: Train Loss:0.0015571, Val MRR:0.40584, icews14 +2023-05-11 07:24:41,739 - icews14 - [INFO] - [E:85| 1400]: Train Loss:0.0015575, Val MRR:0.40584, icews14 +2023-05-11 07:25:35,684 - icews14 - [INFO] - [E:85| 1500]: Train Loss:0.0015575, Val MRR:0.40584, icews14 +2023-05-11 07:26:29,169 - icews14 - [INFO] - [E:85| 1600]: Train Loss:0.0015574, Val MRR:0.40584, icews14 +2023-05-11 07:27:11,633 - icews14 - [INFO] - [E:85| 1700]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:28:04,752 - icews14 - [INFO] - [E:85| 1800]: Train Loss:0.0015573, Val MRR:0.40584, icews14 +2023-05-11 07:28:58,336 - icews14 - [INFO] - [E:85| 1900]: Train Loss:0.0015574, Val MRR:0.40584, icews14 +2023-05-11 07:29:20,764 - icews14 - [INFO] - [Epoch:85]: Training Loss:0.001557 + +2023-05-11 07:29:20,919 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 07:29:40,194 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 07:29:45,856 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 07:30:05,171 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 07:30:10,430 - icews14 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.42951, Head : 0.37555, Avg : 0.40253 + +2023-05-11 07:30:10,431 - icews14 - [INFO] - [Epoch 85]: Training Loss: 0.0015575, Valid MRR: 0.40584, + + + +2023-05-11 07:30:11,166 - icews14 - [INFO] - [E:86| 0]: Train Loss:0.001552, Val MRR:0.40584, icews14 +2023-05-11 07:31:04,956 - icews14 - [INFO] - [E:86| 100]: Train Loss:0.0015536, Val MRR:0.40584, icews14 +2023-05-11 07:31:58,652 - icews14 - [INFO] - [E:86| 200]: Train Loss:0.0015548, Val MRR:0.40584, icews14 +2023-05-11 07:32:52,154 - icews14 - [INFO] - [E:86| 300]: Train Loss:0.0015534, Val MRR:0.40584, icews14 +2023-05-11 07:33:45,817 - icews14 - [INFO] - [E:86| 400]: Train Loss:0.0015543, Val MRR:0.40584, icews14 +2023-05-11 07:34:39,337 - icews14 - [INFO] - [E:86| 500]: Train Loss:0.0015549, Val MRR:0.40584, icews14 +2023-05-11 07:35:29,685 - icews14 - [INFO] - [E:86| 600]: Train Loss:0.0015552, Val MRR:0.40584, icews14 +2023-05-11 07:36:15,234 - icews14 - [INFO] - [E:86| 700]: Train Loss:0.0015553, Val MRR:0.40584, icews14 +2023-05-11 07:37:09,008 - icews14 - [INFO] - [E:86| 800]: Train Loss:0.0015555, Val MRR:0.40584, icews14 +2023-05-11 07:38:02,577 - icews14 - [INFO] - [E:86| 900]: Train Loss:0.0015559, Val MRR:0.40584, icews14 +2023-05-11 07:38:55,871 - icews14 - [INFO] - [E:86| 1000]: Train Loss:0.0015561, Val MRR:0.40584, icews14 +2023-05-11 07:39:49,947 - icews14 - [INFO] - [E:86| 1100]: Train Loss:0.0015561, Val MRR:0.40584, icews14 +2023-05-11 07:40:43,390 - icews14 - [INFO] - [E:86| 1200]: Train Loss:0.001556, Val MRR:0.40584, icews14 +2023-05-11 07:41:36,793 - icews14 - [INFO] - [E:86| 1300]: Train Loss:0.0015562, Val MRR:0.40584, icews14 +2023-05-11 07:42:30,529 - icews14 - [INFO] - [E:86| 1400]: Train Loss:0.0015565, Val MRR:0.40584, icews14 +2023-05-11 07:43:24,401 - icews14 - [INFO] - [E:86| 1500]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:44:13,540 - icews14 - [INFO] - [E:86| 1600]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:45:00,353 - icews14 - [INFO] - [E:86| 1700]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:45:53,906 - icews14 - [INFO] - [E:86| 1800]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:46:47,178 - icews14 - [INFO] - [E:86| 1900]: Train Loss:0.0015563, Val MRR:0.40584, icews14 +2023-05-11 07:47:09,391 - icews14 - [INFO] - [Epoch:86]: Training Loss:0.001556 + +2023-05-11 07:47:09,524 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 07:47:28,636 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 07:47:33,994 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 07:47:53,456 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 07:47:58,791 - icews14 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.43251, Head : 0.38156, Avg : 0.40704 + +2023-05-11 07:48:00,102 - icews14 - [INFO] - [Epoch 86]: Training Loss: 0.0015563, Valid MRR: 0.40704, + + + +2023-05-11 07:48:00,831 - icews14 - [INFO] - [E:87| 0]: Train Loss:0.0015654, Val MRR:0.40704, icews14 +2023-05-11 07:48:54,403 - icews14 - [INFO] - [E:87| 100]: Train Loss:0.0015557, Val MRR:0.40704, icews14 +2023-05-11 07:49:47,541 - icews14 - [INFO] - [E:87| 200]: Train Loss:0.0015542, Val MRR:0.40704, icews14 +2023-05-11 07:50:41,571 - icews14 - [INFO] - [E:87| 300]: Train Loss:0.0015541, Val MRR:0.40704, icews14 +2023-05-11 07:51:34,907 - icews14 - [INFO] - [E:87| 400]: Train Loss:0.0015536, Val MRR:0.40704, icews14 +2023-05-11 07:52:28,267 - icews14 - [INFO] - [E:87| 500]: Train Loss:0.0015538, Val MRR:0.40704, icews14 +2023-05-11 07:53:10,612 - icews14 - [INFO] - [E:87| 600]: Train Loss:0.0015541, Val MRR:0.40704, icews14 +2023-05-11 07:54:04,117 - icews14 - [INFO] - [E:87| 700]: Train Loss:0.0015537, Val MRR:0.40704, icews14 +2023-05-11 07:54:57,560 - icews14 - [INFO] - [E:87| 800]: Train Loss:0.0015539, Val MRR:0.40704, icews14 +2023-05-11 07:55:51,160 - icews14 - [INFO] - [E:87| 900]: Train Loss:0.0015539, Val MRR:0.40704, icews14 +2023-05-11 07:56:44,743 - icews14 - [INFO] - [E:87| 1000]: Train Loss:0.0015541, Val MRR:0.40704, icews14 +2023-05-11 07:57:38,216 - icews14 - [INFO] - [E:87| 1100]: Train Loss:0.0015543, Val MRR:0.40704, icews14 +2023-05-11 07:58:32,590 - icews14 - [INFO] - [E:87| 1200]: Train Loss:0.0015544, Val MRR:0.40704, icews14 +2023-05-11 07:59:26,958 - icews14 - [INFO] - [E:87| 1300]: Train Loss:0.0015545, Val MRR:0.40704, icews14 +2023-05-11 08:00:20,480 - icews14 - [INFO] - [E:87| 1400]: Train Loss:0.0015545, Val MRR:0.40704, icews14 +2023-05-11 08:01:13,849 - icews14 - [INFO] - [E:87| 1500]: Train Loss:0.0015546, Val MRR:0.40704, icews14 +2023-05-11 08:01:55,929 - icews14 - [INFO] - [E:87| 1600]: Train Loss:0.0015548, Val MRR:0.40704, icews14 +2023-05-11 08:02:48,317 - icews14 - [INFO] - [E:87| 1700]: Train Loss:0.001555, Val MRR:0.40704, icews14 +2023-05-11 08:03:40,252 - icews14 - [INFO] - [E:87| 1800]: Train Loss:0.0015549, Val MRR:0.40704, icews14 +2023-05-11 08:04:32,564 - icews14 - [INFO] - [E:87| 1900]: Train Loss:0.0015551, Val MRR:0.40704, icews14 +2023-05-11 08:04:54,750 - icews14 - [INFO] - [Epoch:87]: Training Loss:0.001555 + +2023-05-11 08:04:54,883 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 08:05:14,223 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 08:05:19,647 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 08:05:39,331 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 08:05:44,600 - icews14 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.42845, Head : 0.3763, Avg : 0.40237 + +2023-05-11 08:05:44,600 - icews14 - [INFO] - [Epoch 87]: Training Loss: 0.001555, Valid MRR: 0.40704, + + + +2023-05-11 08:05:45,088 - icews14 - [INFO] - [E:88| 0]: Train Loss:0.0015621, Val MRR:0.40704, icews14 +2023-05-11 08:06:33,622 - icews14 - [INFO] - [E:88| 100]: Train Loss:0.001552, Val MRR:0.40704, icews14 +2023-05-11 08:07:27,228 - icews14 - [INFO] - [E:88| 200]: Train Loss:0.0015532, Val MRR:0.40704, icews14 +2023-05-11 08:08:21,809 - icews14 - [INFO] - [E:88| 300]: Train Loss:0.0015534, Val MRR:0.40704, icews14 +2023-05-11 08:09:15,514 - icews14 - [INFO] - [E:88| 400]: Train Loss:0.0015529, Val MRR:0.40704, icews14 +2023-05-11 08:10:04,876 - icews14 - [INFO] - [E:88| 500]: Train Loss:0.0015533, Val MRR:0.40704, icews14 +2023-05-11 08:10:51,832 - icews14 - [INFO] - [E:88| 600]: Train Loss:0.0015527, Val MRR:0.40704, icews14 +2023-05-11 08:11:45,287 - icews14 - [INFO] - [E:88| 700]: Train Loss:0.0015528, Val MRR:0.40704, icews14 +2023-05-11 08:12:38,947 - icews14 - [INFO] - [E:88| 800]: Train Loss:0.0015527, Val MRR:0.40704, icews14 +2023-05-11 08:13:32,600 - icews14 - [INFO] - [E:88| 900]: Train Loss:0.0015526, Val MRR:0.40704, icews14 +2023-05-11 08:14:25,680 - icews14 - [INFO] - [E:88| 1000]: Train Loss:0.0015528, Val MRR:0.40704, icews14 +2023-05-11 08:15:19,483 - icews14 - [INFO] - [E:88| 1100]: Train Loss:0.0015529, Val MRR:0.40704, icews14 +2023-05-11 08:16:13,952 - icews14 - [INFO] - [E:88| 1200]: Train Loss:0.0015531, Val MRR:0.40704, icews14 +2023-05-11 08:17:07,281 - icews14 - [INFO] - [E:88| 1300]: Train Loss:0.0015531, Val MRR:0.40704, icews14 +2023-05-11 08:18:00,756 - icews14 - [INFO] - [E:88| 1400]: Train Loss:0.0015535, Val MRR:0.40704, icews14 +2023-05-11 08:18:48,646 - icews14 - [INFO] - [E:88| 1500]: Train Loss:0.0015535, Val MRR:0.40704, icews14 +2023-05-11 08:19:37,126 - icews14 - [INFO] - [E:88| 1600]: Train Loss:0.0015534, Val MRR:0.40704, icews14 +2023-05-11 08:20:31,312 - icews14 - [INFO] - [E:88| 1700]: Train Loss:0.0015536, Val MRR:0.40704, icews14 +2023-05-11 08:21:25,310 - icews14 - [INFO] - [E:88| 1800]: Train Loss:0.0015537, Val MRR:0.40704, icews14 +2023-05-11 08:22:18,497 - icews14 - [INFO] - [E:88| 1900]: Train Loss:0.0015538, Val MRR:0.40704, icews14 +2023-05-11 08:22:40,733 - icews14 - [INFO] - [Epoch:88]: Training Loss:0.001554 + +2023-05-11 08:22:40,888 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 08:23:00,097 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 08:23:05,581 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 08:23:24,776 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 08:23:30,384 - icews14 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.4363, Head : 0.37917, Avg : 0.40773 + +2023-05-11 08:23:31,671 - icews14 - [INFO] - [Epoch 88]: Training Loss: 0.0015539, Valid MRR: 0.40773, + + + +2023-05-11 08:23:32,414 - icews14 - [INFO] - [E:89| 0]: Train Loss:0.0015582, Val MRR:0.40773, icews14 +2023-05-11 08:24:25,900 - icews14 - [INFO] - [E:89| 100]: Train Loss:0.0015531, Val MRR:0.40773, icews14 +2023-05-11 08:25:19,066 - icews14 - [INFO] - [E:89| 200]: Train Loss:0.0015513, Val MRR:0.40773, icews14 +2023-05-11 08:26:12,523 - icews14 - [INFO] - [E:89| 300]: Train Loss:0.0015519, Val MRR:0.40773, icews14 +2023-05-11 08:27:05,730 - icews14 - [INFO] - [E:89| 400]: Train Loss:0.0015528, Val MRR:0.40773, icews14 +2023-05-11 08:27:48,304 - icews14 - [INFO] - [E:89| 500]: Train Loss:0.0015521, Val MRR:0.40773, icews14 +2023-05-11 08:28:42,206 - icews14 - [INFO] - [E:89| 600]: Train Loss:0.0015524, Val MRR:0.40773, icews14 +2023-05-11 08:29:35,716 - icews14 - [INFO] - [E:89| 700]: Train Loss:0.0015527, Val MRR:0.40773, icews14 +2023-05-11 08:30:29,359 - icews14 - [INFO] - [E:89| 800]: Train Loss:0.0015525, Val MRR:0.40773, icews14 +2023-05-11 08:31:22,726 - icews14 - [INFO] - [E:89| 900]: Train Loss:0.0015527, Val MRR:0.40773, icews14 +2023-05-11 08:32:16,885 - icews14 - [INFO] - [E:89| 1000]: Train Loss:0.0015527, Val MRR:0.40773, icews14 +2023-05-11 08:33:10,559 - icews14 - [INFO] - [E:89| 1100]: Train Loss:0.0015526, Val MRR:0.40773, icews14 +2023-05-11 08:34:04,669 - icews14 - [INFO] - [E:89| 1200]: Train Loss:0.0015526, Val MRR:0.40773, icews14 +2023-05-11 08:34:58,377 - icews14 - [INFO] - [E:89| 1300]: Train Loss:0.0015526, Val MRR:0.40773, icews14 +2023-05-11 08:35:51,944 - icews14 - [INFO] - [E:89| 1400]: Train Loss:0.0015527, Val MRR:0.40773, icews14 +2023-05-11 08:36:34,939 - icews14 - [INFO] - [E:89| 1500]: Train Loss:0.001553, Val MRR:0.40773, icews14 +2023-05-11 08:37:28,285 - icews14 - [INFO] - [E:89| 1600]: Train Loss:0.001553, Val MRR:0.40773, icews14 +2023-05-11 08:38:21,786 - icews14 - [INFO] - [E:89| 1700]: Train Loss:0.0015531, Val MRR:0.40773, icews14 +2023-05-11 08:39:15,407 - icews14 - [INFO] - [E:89| 1800]: Train Loss:0.0015531, Val MRR:0.40773, icews14 +2023-05-11 08:40:09,300 - icews14 - [INFO] - [E:89| 1900]: Train Loss:0.0015531, Val MRR:0.40773, icews14 +2023-05-11 08:40:31,510 - icews14 - [INFO] - [Epoch:89]: Training Loss:0.001553 + +2023-05-11 08:40:31,664 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 08:40:51,024 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 08:40:56,620 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 08:41:15,971 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 08:41:21,283 - icews14 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.4338, Head : 0.38317, Avg : 0.40849 + MR: Tail : 692.79, Head : 766.12, Avg : 729.45 + Hit-1: Tail : 0.34312, Head : 0.29482, Avg : 0.31897 + Hit-3: Tail : 0.48477, Head : 0.4242, Avg : 0.45448 + Hit-10: Tail : 0.59898, Head : 0.55856, Avg : 0.57877 +2023-05-11 08:41:22,576 - icews14 - [INFO] - [Epoch 89]: Training Loss: 0.0015531, Valid MRR: 0.40849, + + + +2023-05-11 08:41:23,120 - icews14 - [INFO] - [E:90| 0]: Train Loss:0.0015295, Val MRR:0.40849, icews14 +2023-05-11 08:42:16,729 - icews14 - [INFO] - [E:90| 100]: Train Loss:0.0015533, Val MRR:0.40849, icews14 +2023-05-11 08:43:10,451 - icews14 - [INFO] - [E:90| 200]: Train Loss:0.001552, Val MRR:0.40849, icews14 +2023-05-11 08:44:03,992 - icews14 - [INFO] - [E:90| 300]: Train Loss:0.0015526, Val MRR:0.40849, icews14 +2023-05-11 08:44:52,281 - icews14 - [INFO] - [E:90| 400]: Train Loss:0.0015521, Val MRR:0.40849, icews14 +2023-05-11 08:45:39,410 - icews14 - [INFO] - [E:90| 500]: Train Loss:0.0015517, Val MRR:0.40849, icews14 +2023-05-11 08:46:32,849 - icews14 - [INFO] - [E:90| 600]: Train Loss:0.0015525, Val MRR:0.40849, icews14 +2023-05-11 08:47:26,384 - icews14 - [INFO] - [E:90| 700]: Train Loss:0.0015523, Val MRR:0.40849, icews14 +2023-05-11 08:48:19,628 - icews14 - [INFO] - [E:90| 800]: Train Loss:0.0015519, Val MRR:0.40849, icews14 +2023-05-11 08:49:12,826 - icews14 - [INFO] - [E:90| 900]: Train Loss:0.0015517, Val MRR:0.40849, icews14 +2023-05-11 08:50:06,387 - icews14 - [INFO] - [E:90| 1000]: Train Loss:0.0015518, Val MRR:0.40849, icews14 +2023-05-11 08:51:00,264 - icews14 - [INFO] - [E:90| 1100]: Train Loss:0.0015518, Val MRR:0.40849, icews14 +2023-05-11 08:51:53,836 - icews14 - [INFO] - [E:90| 1200]: Train Loss:0.001552, Val MRR:0.40849, icews14 +2023-05-11 08:52:47,641 - icews14 - [INFO] - [E:90| 1300]: Train Loss:0.001552, Val MRR:0.40849, icews14 +2023-05-11 08:53:35,061 - icews14 - [INFO] - [E:90| 1400]: Train Loss:0.0015519, Val MRR:0.40849, icews14 +2023-05-11 08:54:19,412 - icews14 - [INFO] - [E:90| 1500]: Train Loss:0.0015518, Val MRR:0.40849, icews14 +2023-05-11 08:55:12,665 - icews14 - [INFO] - [E:90| 1600]: Train Loss:0.0015516, Val MRR:0.40849, icews14 +2023-05-11 08:56:05,812 - icews14 - [INFO] - [E:90| 1700]: Train Loss:0.0015516, Val MRR:0.40849, icews14 +2023-05-11 08:56:59,285 - icews14 - [INFO] - [E:90| 1800]: Train Loss:0.0015516, Val MRR:0.40849, icews14 +2023-05-11 08:57:53,001 - icews14 - [INFO] - [E:90| 1900]: Train Loss:0.0015518, Val MRR:0.40849, icews14 +2023-05-11 08:58:15,217 - icews14 - [INFO] - [Epoch:90]: Training Loss:0.001552 + +2023-05-11 08:58:15,349 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 08:58:34,940 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 08:58:40,304 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 08:58:59,780 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 08:59:05,178 - icews14 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.43317, Head : 0.37794, Avg : 0.40556 + +2023-05-11 08:59:05,178 - icews14 - [INFO] - [Epoch 90]: Training Loss: 0.0015518, Valid MRR: 0.40849, + + + +2023-05-11 08:59:05,596 - icews14 - [INFO] - [E:91| 0]: Train Loss:0.0015168, Val MRR:0.40849, icews14 +2023-05-11 08:59:58,922 - icews14 - [INFO] - [E:91| 100]: Train Loss:0.0015486, Val MRR:0.40849, icews14 +2023-05-11 09:00:52,792 - icews14 - [INFO] - [E:91| 200]: Train Loss:0.0015493, Val MRR:0.40849, icews14 +2023-05-11 09:01:46,418 - icews14 - [INFO] - [E:91| 300]: Train Loss:0.0015497, Val MRR:0.40849, icews14 +2023-05-11 09:02:30,244 - icews14 - [INFO] - [E:91| 400]: Train Loss:0.0015494, Val MRR:0.40849, icews14 +2023-05-11 09:03:23,206 - icews14 - [INFO] - [E:91| 500]: Train Loss:0.0015493, Val MRR:0.40849, icews14 +2023-05-11 09:04:16,092 - icews14 - [INFO] - [E:91| 600]: Train Loss:0.0015496, Val MRR:0.40849, icews14 +2023-05-11 09:05:09,736 - icews14 - [INFO] - [E:91| 700]: Train Loss:0.0015497, Val MRR:0.40849, icews14 +2023-05-11 09:06:03,106 - icews14 - [INFO] - [E:91| 800]: Train Loss:0.0015497, Val MRR:0.40849, icews14 +2023-05-11 09:06:56,354 - icews14 - [INFO] - [E:91| 900]: Train Loss:0.00155, Val MRR:0.40849, icews14 +2023-05-11 09:07:50,302 - icews14 - [INFO] - [E:91| 1000]: Train Loss:0.0015501, Val MRR:0.40849, icews14 +2023-05-11 09:08:44,112 - icews14 - [INFO] - [E:91| 1100]: Train Loss:0.0015503, Val MRR:0.40849, icews14 +2023-05-11 09:09:37,561 - icews14 - [INFO] - [E:91| 1200]: Train Loss:0.0015505, Val MRR:0.40849, icews14 +2023-05-11 09:10:30,995 - icews14 - [INFO] - [E:91| 1300]: Train Loss:0.0015507, Val MRR:0.40849, icews14 +2023-05-11 09:11:14,073 - icews14 - [INFO] - [E:91| 1400]: Train Loss:0.0015506, Val MRR:0.40849, icews14 +2023-05-11 09:12:07,398 - icews14 - [INFO] - [E:91| 1500]: Train Loss:0.0015506, Val MRR:0.40849, icews14 +2023-05-11 09:13:00,580 - icews14 - [INFO] - [E:91| 1600]: Train Loss:0.0015508, Val MRR:0.40849, icews14 +2023-05-11 09:13:53,369 - icews14 - [INFO] - [E:91| 1700]: Train Loss:0.0015508, Val MRR:0.40849, icews14 +2023-05-11 09:14:46,590 - icews14 - [INFO] - [E:91| 1800]: Train Loss:0.0015508, Val MRR:0.40849, icews14 +2023-05-11 09:15:40,774 - icews14 - [INFO] - [E:91| 1900]: Train Loss:0.001551, Val MRR:0.40849, icews14 +2023-05-11 09:16:02,971 - icews14 - [INFO] - [Epoch:91]: Training Loss:0.001551 + +2023-05-11 09:16:03,103 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 09:16:22,394 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 09:16:27,875 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 09:16:46,829 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 09:16:52,034 - icews14 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.43731, Head : 0.38099, Avg : 0.40915 + +2023-05-11 09:16:53,291 - icews14 - [INFO] - [Epoch 91]: Training Loss: 0.0015509, Valid MRR: 0.40915, + + + +2023-05-11 09:16:54,025 - icews14 - [INFO] - [E:92| 0]: Train Loss:0.0015287, Val MRR:0.40915, icews14 +2023-05-11 09:17:47,661 - icews14 - [INFO] - [E:92| 100]: Train Loss:0.0015463, Val MRR:0.40915, icews14 +2023-05-11 09:18:41,511 - icews14 - [INFO] - [E:92| 200]: Train Loss:0.0015451, Val MRR:0.40915, icews14 +2023-05-11 09:19:35,183 - icews14 - [INFO] - [E:92| 300]: Train Loss:0.0015469, Val MRR:0.40915, icews14 +2023-05-11 09:20:17,691 - icews14 - [INFO] - [E:92| 400]: Train Loss:0.0015483, Val MRR:0.40915, icews14 +2023-05-11 09:21:11,012 - icews14 - [INFO] - [E:92| 500]: Train Loss:0.0015486, Val MRR:0.40915, icews14 +2023-05-11 09:22:04,961 - icews14 - [INFO] - [E:92| 600]: Train Loss:0.0015492, Val MRR:0.40915, icews14 +2023-05-11 09:22:57,982 - icews14 - [INFO] - [E:92| 700]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:23:52,314 - icews14 - [INFO] - [E:92| 800]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:24:45,984 - icews14 - [INFO] - [E:92| 900]: Train Loss:0.0015491, Val MRR:0.40915, icews14 +2023-05-11 09:25:39,666 - icews14 - [INFO] - [E:92| 1000]: Train Loss:0.0015491, Val MRR:0.40915, icews14 +2023-05-11 09:26:33,557 - icews14 - [INFO] - [E:92| 1100]: Train Loss:0.0015491, Val MRR:0.40915, icews14 +2023-05-11 09:27:27,291 - icews14 - [INFO] - [E:92| 1200]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:28:19,571 - icews14 - [INFO] - [E:92| 1300]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:29:03,156 - icews14 - [INFO] - [E:92| 1400]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:29:56,844 - icews14 - [INFO] - [E:92| 1500]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:30:50,683 - icews14 - [INFO] - [E:92| 1600]: Train Loss:0.0015495, Val MRR:0.40915, icews14 +2023-05-11 09:31:44,500 - icews14 - [INFO] - [E:92| 1700]: Train Loss:0.0015497, Val MRR:0.40915, icews14 +2023-05-11 09:32:37,790 - icews14 - [INFO] - [E:92| 1800]: Train Loss:0.0015497, Val MRR:0.40915, icews14 +2023-05-11 09:33:30,203 - icews14 - [INFO] - [E:92| 1900]: Train Loss:0.00155, Val MRR:0.40915, icews14 +2023-05-11 09:33:51,726 - icews14 - [INFO] - [Epoch:92]: Training Loss:0.00155 + +2023-05-11 09:33:51,882 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 09:34:10,081 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 09:34:15,401 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 09:34:33,535 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 09:34:38,403 - icews14 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.43451, Head : 0.38088, Avg : 0.40769 + +2023-05-11 09:34:38,403 - icews14 - [INFO] - [Epoch 92]: Training Loss: 0.0015501, Valid MRR: 0.40915, + + + +2023-05-11 09:34:38,895 - icews14 - [INFO] - [E:93| 0]: Train Loss:0.0015546, Val MRR:0.40915, icews14 +2023-05-11 09:35:31,331 - icews14 - [INFO] - [E:93| 100]: Train Loss:0.0015502, Val MRR:0.40915, icews14 +2023-05-11 09:36:24,776 - icews14 - [INFO] - [E:93| 200]: Train Loss:0.0015479, Val MRR:0.40915, icews14 +2023-05-11 09:37:06,762 - icews14 - [INFO] - [E:93| 300]: Train Loss:0.0015477, Val MRR:0.40915, icews14 +2023-05-11 09:38:00,986 - icews14 - [INFO] - [E:93| 400]: Train Loss:0.001548, Val MRR:0.40915, icews14 +2023-05-11 09:38:54,505 - icews14 - [INFO] - [E:93| 500]: Train Loss:0.001548, Val MRR:0.40915, icews14 +2023-05-11 09:39:47,923 - icews14 - [INFO] - [E:93| 600]: Train Loss:0.0015475, Val MRR:0.40915, icews14 +2023-05-11 09:40:41,173 - icews14 - [INFO] - [E:93| 700]: Train Loss:0.0015479, Val MRR:0.40915, icews14 +2023-05-11 09:41:34,711 - icews14 - [INFO] - [E:93| 800]: Train Loss:0.0015479, Val MRR:0.40915, icews14 +2023-05-11 09:42:22,912 - icews14 - [INFO] - [E:93| 900]: Train Loss:0.0015483, Val MRR:0.40915, icews14 +2023-05-11 09:43:15,993 - icews14 - [INFO] - [E:93| 1000]: Train Loss:0.0015489, Val MRR:0.40915, icews14 +2023-05-11 09:44:09,466 - icews14 - [INFO] - [E:93| 1100]: Train Loss:0.001549, Val MRR:0.40915, icews14 +2023-05-11 09:45:03,081 - icews14 - [INFO] - [E:93| 1200]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:45:45,425 - icews14 - [INFO] - [E:93| 1300]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:46:38,373 - icews14 - [INFO] - [E:93| 1400]: Train Loss:0.0015493, Val MRR:0.40915, icews14 +2023-05-11 09:47:31,976 - icews14 - [INFO] - [E:93| 1500]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:48:25,384 - icews14 - [INFO] - [E:93| 1600]: Train Loss:0.0015494, Val MRR:0.40915, icews14 +2023-05-11 09:49:18,746 - icews14 - [INFO] - [E:93| 1700]: Train Loss:0.0015496, Val MRR:0.40915, icews14 +2023-05-11 09:50:12,412 - icews14 - [INFO] - [E:93| 1800]: Train Loss:0.0015495, Val MRR:0.40915, icews14 +2023-05-11 09:51:05,858 - icews14 - [INFO] - [E:93| 1900]: Train Loss:0.0015495, Val MRR:0.40915, icews14 +2023-05-11 09:51:27,772 - icews14 - [INFO] - [Epoch:93]: Training Loss:0.001549 + +2023-05-11 09:51:28,046 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 09:51:47,860 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 09:51:53,527 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 09:52:12,974 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 09:52:18,661 - icews14 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.43316, Head : 0.38006, Avg : 0.40661 + +2023-05-11 09:52:18,661 - icews14 - [INFO] - [Epoch 93]: Training Loss: 0.0015494, Valid MRR: 0.40915, + + + +2023-05-11 09:52:19,136 - icews14 - [INFO] - [E:94| 0]: Train Loss:0.0016101, Val MRR:0.40915, icews14 +2023-05-11 09:53:12,326 - icews14 - [INFO] - [E:94| 100]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 09:54:06,965 - icews14 - [INFO] - [E:94| 200]: Train Loss:0.0015479, Val MRR:0.40915, icews14 +2023-05-11 09:54:49,326 - icews14 - [INFO] - [E:94| 300]: Train Loss:0.0015476, Val MRR:0.40915, icews14 +2023-05-11 09:55:42,718 - icews14 - [INFO] - [E:94| 400]: Train Loss:0.0015476, Val MRR:0.40915, icews14 +2023-05-11 09:56:36,388 - icews14 - [INFO] - [E:94| 500]: Train Loss:0.0015478, Val MRR:0.40915, icews14 +2023-05-11 09:57:30,128 - icews14 - [INFO] - [E:94| 600]: Train Loss:0.0015477, Val MRR:0.40915, icews14 +2023-05-11 09:58:23,687 - icews14 - [INFO] - [E:94| 700]: Train Loss:0.0015478, Val MRR:0.40915, icews14 +2023-05-11 09:59:17,174 - icews14 - [INFO] - [E:94| 800]: Train Loss:0.0015476, Val MRR:0.40915, icews14 +2023-05-11 10:00:11,137 - icews14 - [INFO] - [E:94| 900]: Train Loss:0.0015473, Val MRR:0.40915, icews14 +2023-05-11 10:01:04,262 - icews14 - [INFO] - [E:94| 1000]: Train Loss:0.0015471, Val MRR:0.40915, icews14 +2023-05-11 10:01:58,209 - icews14 - [INFO] - [E:94| 1100]: Train Loss:0.0015471, Val MRR:0.40915, icews14 +2023-05-11 10:02:52,190 - icews14 - [INFO] - [E:94| 1200]: Train Loss:0.0015473, Val MRR:0.40915, icews14 +2023-05-11 10:03:34,278 - icews14 - [INFO] - [E:94| 1300]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:04:27,925 - icews14 - [INFO] - [E:94| 1400]: Train Loss:0.0015476, Val MRR:0.40915, icews14 +2023-05-11 10:05:21,881 - icews14 - [INFO] - [E:94| 1500]: Train Loss:0.0015477, Val MRR:0.40915, icews14 +2023-05-11 10:06:16,078 - icews14 - [INFO] - [E:94| 1600]: Train Loss:0.0015477, Val MRR:0.40915, icews14 +2023-05-11 10:07:09,214 - icews14 - [INFO] - [E:94| 1700]: Train Loss:0.001548, Val MRR:0.40915, icews14 +2023-05-11 10:08:02,795 - icews14 - [INFO] - [E:94| 1800]: Train Loss:0.0015481, Val MRR:0.40915, icews14 +2023-05-11 10:08:56,629 - icews14 - [INFO] - [E:94| 1900]: Train Loss:0.0015481, Val MRR:0.40915, icews14 +2023-05-11 10:09:19,022 - icews14 - [INFO] - [Epoch:94]: Training Loss:0.001548 + +2023-05-11 10:09:19,294 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 10:09:38,806 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 10:09:44,340 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 10:10:03,563 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 10:10:09,216 - icews14 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.43527, Head : 0.38043, Avg : 0.40785 + +2023-05-11 10:10:09,216 - icews14 - [INFO] - [Epoch 94]: Training Loss: 0.0015482, Valid MRR: 0.40915, + + + +2023-05-11 10:10:09,708 - icews14 - [INFO] - [E:95| 0]: Train Loss:0.0015273, Val MRR:0.40915, icews14 +2023-05-11 10:11:03,408 - icews14 - [INFO] - [E:95| 100]: Train Loss:0.0015468, Val MRR:0.40915, icews14 +2023-05-11 10:11:48,993 - icews14 - [INFO] - [E:95| 200]: Train Loss:0.0015469, Val MRR:0.40915, icews14 +2023-05-11 10:12:39,935 - icews14 - [INFO] - [E:95| 300]: Train Loss:0.0015478, Val MRR:0.40915, icews14 +2023-05-11 10:13:33,531 - icews14 - [INFO] - [E:95| 400]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:14:27,001 - icews14 - [INFO] - [E:95| 500]: Train Loss:0.0015472, Val MRR:0.40915, icews14 +2023-05-11 10:15:20,731 - icews14 - [INFO] - [E:95| 600]: Train Loss:0.0015472, Val MRR:0.40915, icews14 +2023-05-11 10:16:14,317 - icews14 - [INFO] - [E:95| 700]: Train Loss:0.001547, Val MRR:0.40915, icews14 +2023-05-11 10:17:08,340 - icews14 - [INFO] - [E:95| 800]: Train Loss:0.001547, Val MRR:0.40915, icews14 +2023-05-11 10:18:01,541 - icews14 - [INFO] - [E:95| 900]: Train Loss:0.001547, Val MRR:0.40915, icews14 +2023-05-11 10:18:55,062 - icews14 - [INFO] - [E:95| 1000]: Train Loss:0.0015468, Val MRR:0.40915, icews14 +2023-05-11 10:19:48,505 - icews14 - [INFO] - [E:95| 1100]: Train Loss:0.0015468, Val MRR:0.40915, icews14 +2023-05-11 10:20:32,824 - icews14 - [INFO] - [E:95| 1200]: Train Loss:0.0015471, Val MRR:0.40915, icews14 +2023-05-11 10:21:23,829 - icews14 - [INFO] - [E:95| 1300]: Train Loss:0.0015469, Val MRR:0.40915, icews14 +2023-05-11 10:22:17,499 - icews14 - [INFO] - [E:95| 1400]: Train Loss:0.0015472, Val MRR:0.40915, icews14 +2023-05-11 10:23:11,481 - icews14 - [INFO] - [E:95| 1500]: Train Loss:0.0015472, Val MRR:0.40915, icews14 +2023-05-11 10:24:05,145 - icews14 - [INFO] - [E:95| 1600]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:24:59,058 - icews14 - [INFO] - [E:95| 1700]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:25:52,456 - icews14 - [INFO] - [E:95| 1800]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:26:46,421 - icews14 - [INFO] - [E:95| 1900]: Train Loss:0.0015474, Val MRR:0.40915, icews14 +2023-05-11 10:27:08,695 - icews14 - [INFO] - [Epoch:95]: Training Loss:0.001547 + +2023-05-11 10:27:08,966 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 10:27:28,650 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 10:27:34,218 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 10:27:53,969 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 10:27:59,345 - icews14 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.4351, Head : 0.38637, Avg : 0.41074 + +2023-05-11 10:28:00,682 - icews14 - [INFO] - [Epoch 95]: Training Loss: 0.0015474, Valid MRR: 0.41074, + + + +2023-05-11 10:28:01,195 - icews14 - [INFO] - [E:96| 0]: Train Loss:0.0015544, Val MRR:0.41074, icews14 +2023-05-11 10:28:55,088 - icews14 - [INFO] - [E:96| 100]: Train Loss:0.0015464, Val MRR:0.41074, icews14 +2023-05-11 10:29:37,081 - icews14 - [INFO] - [E:96| 200]: Train Loss:0.0015445, Val MRR:0.41074, icews14 +2023-05-11 10:30:24,244 - icews14 - [INFO] - [E:96| 300]: Train Loss:0.0015451, Val MRR:0.41074, icews14 +2023-05-11 10:31:17,616 - icews14 - [INFO] - [E:96| 400]: Train Loss:0.0015455, Val MRR:0.41074, icews14 +2023-05-11 10:32:11,824 - icews14 - [INFO] - [E:96| 500]: Train Loss:0.0015461, Val MRR:0.41074, icews14 +2023-05-11 10:33:04,923 - icews14 - [INFO] - [E:96| 600]: Train Loss:0.0015456, Val MRR:0.41074, icews14 +2023-05-11 10:33:58,196 - icews14 - [INFO] - [E:96| 700]: Train Loss:0.0015455, Val MRR:0.41074, icews14 +2023-05-11 10:34:51,805 - icews14 - [INFO] - [E:96| 800]: Train Loss:0.0015457, Val MRR:0.41074, icews14 +2023-05-11 10:35:45,572 - icews14 - [INFO] - [E:96| 900]: Train Loss:0.001546, Val MRR:0.41074, icews14 +2023-05-11 10:36:39,091 - icews14 - [INFO] - [E:96| 1000]: Train Loss:0.0015461, Val MRR:0.41074, icews14 +2023-05-11 10:37:32,452 - icews14 - [INFO] - [E:96| 1100]: Train Loss:0.0015462, Val MRR:0.41074, icews14 +2023-05-11 10:38:15,079 - icews14 - [INFO] - [E:96| 1200]: Train Loss:0.0015459, Val MRR:0.41074, icews14 +2023-05-11 10:39:08,776 - icews14 - [INFO] - [E:96| 1300]: Train Loss:0.0015461, Val MRR:0.41074, icews14 +2023-05-11 10:40:01,856 - icews14 - [INFO] - [E:96| 1400]: Train Loss:0.0015462, Val MRR:0.41074, icews14 +2023-05-11 10:40:55,342 - icews14 - [INFO] - [E:96| 1500]: Train Loss:0.0015461, Val MRR:0.41074, icews14 +2023-05-11 10:41:49,142 - icews14 - [INFO] - [E:96| 1600]: Train Loss:0.0015463, Val MRR:0.41074, icews14 +2023-05-11 10:42:43,085 - icews14 - [INFO] - [E:96| 1700]: Train Loss:0.0015463, Val MRR:0.41074, icews14 +2023-05-11 10:43:36,850 - icews14 - [INFO] - [E:96| 1800]: Train Loss:0.0015464, Val MRR:0.41074, icews14 +2023-05-11 10:44:30,794 - icews14 - [INFO] - [E:96| 1900]: Train Loss:0.0015465, Val MRR:0.41074, icews14 +2023-05-11 10:44:53,054 - icews14 - [INFO] - [Epoch:96]: Training Loss:0.001547 + +2023-05-11 10:44:53,326 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 10:45:12,966 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 10:45:18,599 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 10:45:38,134 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 10:45:43,550 - icews14 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.43732, Head : 0.38461, Avg : 0.41096 + +2023-05-11 10:45:44,870 - icews14 - [INFO] - [Epoch 96]: Training Loss: 0.0015466, Valid MRR: 0.41096, + + + +2023-05-11 10:45:45,610 - icews14 - [INFO] - [E:97| 0]: Train Loss:0.0015607, Val MRR:0.41096, icews14 +2023-05-11 10:46:36,352 - icews14 - [INFO] - [E:97| 100]: Train Loss:0.0015462, Val MRR:0.41096, icews14 +2023-05-11 10:47:21,249 - icews14 - [INFO] - [E:97| 200]: Train Loss:0.0015448, Val MRR:0.41096, icews14 +2023-05-11 10:48:14,341 - icews14 - [INFO] - [E:97| 300]: Train Loss:0.0015453, Val MRR:0.41096, icews14 +2023-05-11 10:49:08,941 - icews14 - [INFO] - [E:97| 400]: Train Loss:0.001545, Val MRR:0.41096, icews14 +2023-05-11 10:50:02,296 - icews14 - [INFO] - [E:97| 500]: Train Loss:0.001545, Val MRR:0.41096, icews14 +2023-05-11 10:50:55,785 - icews14 - [INFO] - [E:97| 600]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:51:49,099 - icews14 - [INFO] - [E:97| 700]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:52:42,640 - icews14 - [INFO] - [E:97| 800]: Train Loss:0.0015451, Val MRR:0.41096, icews14 +2023-05-11 10:53:36,336 - icews14 - [INFO] - [E:97| 900]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:54:29,698 - icews14 - [INFO] - [E:97| 1000]: Train Loss:0.0015453, Val MRR:0.41096, icews14 +2023-05-11 10:55:19,927 - icews14 - [INFO] - [E:97| 1100]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:56:05,532 - icews14 - [INFO] - [E:97| 1200]: Train Loss:0.0015451, Val MRR:0.41096, icews14 +2023-05-11 10:56:59,168 - icews14 - [INFO] - [E:97| 1300]: Train Loss:0.0015451, Val MRR:0.41096, icews14 +2023-05-11 10:57:53,213 - icews14 - [INFO] - [E:97| 1400]: Train Loss:0.0015452, Val MRR:0.41096, icews14 +2023-05-11 10:58:46,619 - icews14 - [INFO] - [E:97| 1500]: Train Loss:0.0015455, Val MRR:0.41096, icews14 +2023-05-11 10:59:40,311 - icews14 - [INFO] - [E:97| 1600]: Train Loss:0.0015455, Val MRR:0.41096, icews14 +2023-05-11 11:00:34,482 - icews14 - [INFO] - [E:97| 1700]: Train Loss:0.0015455, Val MRR:0.41096, icews14 +2023-05-11 11:01:28,108 - icews14 - [INFO] - [E:97| 1800]: Train Loss:0.0015457, Val MRR:0.41096, icews14 +2023-05-11 11:02:22,270 - icews14 - [INFO] - [E:97| 1900]: Train Loss:0.0015457, Val MRR:0.41096, icews14 +2023-05-11 11:02:45,022 - icews14 - [INFO] - [Epoch:97]: Training Loss:0.001546 + +2023-05-11 11:02:45,154 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 11:03:04,883 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 11:03:10,350 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 11:03:29,603 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 11:03:35,311 - icews14 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.43818, Head : 0.38355, Avg : 0.41087 + +2023-05-11 11:03:35,312 - icews14 - [INFO] - [Epoch 97]: Training Loss: 0.0015456, Valid MRR: 0.41096, + + + +2023-05-11 11:03:35,719 - icews14 - [INFO] - [E:98| 0]: Train Loss:0.0015368, Val MRR:0.41096, icews14 +2023-05-11 11:04:17,662 - icews14 - [INFO] - [E:98| 100]: Train Loss:0.001542, Val MRR:0.41096, icews14 +2023-05-11 11:05:10,157 - icews14 - [INFO] - [E:98| 200]: Train Loss:0.0015432, Val MRR:0.41096, icews14 +2023-05-11 11:06:02,712 - icews14 - [INFO] - [E:98| 300]: Train Loss:0.0015438, Val MRR:0.41096, icews14 +2023-05-11 11:06:55,204 - icews14 - [INFO] - [E:98| 400]: Train Loss:0.0015442, Val MRR:0.41096, icews14 +2023-05-11 11:07:48,598 - icews14 - [INFO] - [E:98| 500]: Train Loss:0.0015441, Val MRR:0.41096, icews14 +2023-05-11 11:08:41,889 - icews14 - [INFO] - [E:98| 600]: Train Loss:0.0015443, Val MRR:0.41096, icews14 +2023-05-11 11:09:35,468 - icews14 - [INFO] - [E:98| 700]: Train Loss:0.0015438, Val MRR:0.41096, icews14 +2023-05-11 11:10:28,947 - icews14 - [INFO] - [E:98| 800]: Train Loss:0.0015441, Val MRR:0.41096, icews14 +2023-05-11 11:11:22,336 - icews14 - [INFO] - [E:98| 900]: Train Loss:0.0015441, Val MRR:0.41096, icews14 +2023-05-11 11:12:15,700 - icews14 - [INFO] - [E:98| 1000]: Train Loss:0.0015442, Val MRR:0.41096, icews14 +2023-05-11 11:12:58,596 - icews14 - [INFO] - [E:98| 1100]: Train Loss:0.0015442, Val MRR:0.41096, icews14 +2023-05-11 11:13:52,788 - icews14 - [INFO] - [E:98| 1200]: Train Loss:0.0015443, Val MRR:0.41096, icews14 +2023-05-11 11:14:46,888 - icews14 - [INFO] - [E:98| 1300]: Train Loss:0.0015446, Val MRR:0.41096, icews14 +2023-05-11 11:15:40,935 - icews14 - [INFO] - [E:98| 1400]: Train Loss:0.0015444, Val MRR:0.41096, icews14 +2023-05-11 11:16:34,583 - icews14 - [INFO] - [E:98| 1500]: Train Loss:0.0015444, Val MRR:0.41096, icews14 +2023-05-11 11:17:28,209 - icews14 - [INFO] - [E:98| 1600]: Train Loss:0.0015446, Val MRR:0.41096, icews14 +2023-05-11 11:18:15,687 - icews14 - [INFO] - [E:98| 1700]: Train Loss:0.0015449, Val MRR:0.41096, icews14 +2023-05-11 11:19:09,320 - icews14 - [INFO] - [E:98| 1800]: Train Loss:0.0015449, Val MRR:0.41096, icews14 +2023-05-11 11:20:02,543 - icews14 - [INFO] - [E:98| 1900]: Train Loss:0.0015449, Val MRR:0.41096, icews14 +2023-05-11 11:20:24,597 - icews14 - [INFO] - [Epoch:98]: Training Loss:0.001545 + +2023-05-11 11:20:24,749 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 11:20:44,322 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 11:20:50,027 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 11:21:09,816 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 11:21:14,167 - icews14 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.43865, Head : 0.38633, Avg : 0.41249 + +2023-05-11 11:21:15,561 - icews14 - [INFO] - [Epoch 98]: Training Loss: 0.0015449, Valid MRR: 0.41249, + + + +2023-05-11 11:21:15,907 - icews14 - [INFO] - [E:99| 0]: Train Loss:0.0015339, Val MRR:0.41249, icews14 +2023-05-11 11:21:59,938 - icews14 - [INFO] - [E:99| 100]: Train Loss:0.0015433, Val MRR:0.41249, icews14 +2023-05-11 11:22:53,409 - icews14 - [INFO] - [E:99| 200]: Train Loss:0.0015424, Val MRR:0.41249, icews14 +2023-05-11 11:23:46,656 - icews14 - [INFO] - [E:99| 300]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 11:24:40,265 - icews14 - [INFO] - [E:99| 400]: Train Loss:0.0015431, Val MRR:0.41249, icews14 +2023-05-11 11:25:33,761 - icews14 - [INFO] - [E:99| 500]: Train Loss:0.001543, Val MRR:0.41249, icews14 +2023-05-11 11:26:27,151 - icews14 - [INFO] - [E:99| 600]: Train Loss:0.0015433, Val MRR:0.41249, icews14 +2023-05-11 11:27:20,914 - icews14 - [INFO] - [E:99| 700]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:28:14,332 - icews14 - [INFO] - [E:99| 800]: Train Loss:0.0015438, Val MRR:0.41249, icews14 +2023-05-11 11:29:08,636 - icews14 - [INFO] - [E:99| 900]: Train Loss:0.0015434, Val MRR:0.41249, icews14 +2023-05-11 11:30:00,073 - icews14 - [INFO] - [E:99| 1000]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:30:44,031 - icews14 - [INFO] - [E:99| 1100]: Train Loss:0.0015438, Val MRR:0.41249, icews14 +2023-05-11 11:31:37,432 - icews14 - [INFO] - [E:99| 1200]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:32:30,811 - icews14 - [INFO] - [E:99| 1300]: Train Loss:0.0015436, Val MRR:0.41249, icews14 +2023-05-11 11:33:24,331 - icews14 - [INFO] - [E:99| 1400]: Train Loss:0.0015436, Val MRR:0.41249, icews14 +2023-05-11 11:34:18,254 - icews14 - [INFO] - [E:99| 1500]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:35:12,024 - icews14 - [INFO] - [E:99| 1600]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:36:18,497 - icews14 - [INFO] - [E:99| 1700]: Train Loss:0.0015439, Val MRR:0.41249, icews14 +2023-05-11 11:37:21,621 - icews14 - [INFO] - [E:99| 1800]: Train Loss:0.0015441, Val MRR:0.41249, icews14 +2023-05-11 11:38:17,545 - icews14 - [INFO] - [E:99| 1900]: Train Loss:0.001544, Val MRR:0.41249, icews14 +2023-05-11 11:38:51,928 - icews14 - [INFO] - [Epoch:99]: Training Loss:0.001544 + +2023-05-11 11:38:52,209 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 11:39:22,311 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 11:39:30,986 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 11:39:59,443 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 11:40:06,275 - icews14 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.43753, Head : 0.38385, Avg : 0.41069 + MR: Tail : 720.4, Head : 802.64, Avg : 761.52 + Hit-1: Tail : 0.34919, Head : 0.29288, Avg : 0.32103 + Hit-3: Tail : 0.4855, Head : 0.42784, Avg : 0.45667 + Hit-10: Tail : 0.60469, Head : 0.55735, Avg : 0.58102 +2023-05-11 11:40:06,275 - icews14 - [INFO] - [Epoch 99]: Training Loss: 0.001544, Valid MRR: 0.41249, + + + +2023-05-11 11:40:07,002 - icews14 - [INFO] - [E:100| 0]: Train Loss:0.0015421, Val MRR:0.41249, icews14 +2023-05-11 11:41:18,754 - icews14 - [INFO] - [E:100| 100]: Train Loss:0.0015426, Val MRR:0.41249, icews14 +2023-05-11 11:42:12,320 - icews14 - [INFO] - [E:100| 200]: Train Loss:0.0015431, Val MRR:0.41249, icews14 +2023-05-11 11:43:06,086 - icews14 - [INFO] - [E:100| 300]: Train Loss:0.0015417, Val MRR:0.41249, icews14 +2023-05-11 11:44:00,130 - icews14 - [INFO] - [E:100| 400]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 11:44:54,233 - icews14 - [INFO] - [E:100| 500]: Train Loss:0.0015425, Val MRR:0.41249, icews14 +2023-05-11 11:45:48,161 - icews14 - [INFO] - [E:100| 600]: Train Loss:0.0015424, Val MRR:0.41249, icews14 +2023-05-11 11:46:41,858 - icews14 - [INFO] - [E:100| 700]: Train Loss:0.0015422, Val MRR:0.41249, icews14 +2023-05-11 11:47:36,327 - icews14 - [INFO] - [E:100| 800]: Train Loss:0.0015423, Val MRR:0.41249, icews14 +2023-05-11 11:48:29,944 - icews14 - [INFO] - [E:100| 900]: Train Loss:0.0015424, Val MRR:0.41249, icews14 +2023-05-11 11:49:15,998 - icews14 - [INFO] - [E:100| 1000]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 11:50:06,871 - icews14 - [INFO] - [E:100| 1100]: Train Loss:0.0015426, Val MRR:0.41249, icews14 +2023-05-11 11:51:00,778 - icews14 - [INFO] - [E:100| 1200]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 11:51:54,386 - icews14 - [INFO] - [E:100| 1300]: Train Loss:0.0015425, Val MRR:0.41249, icews14 +2023-05-11 11:52:48,750 - icews14 - [INFO] - [E:100| 1400]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 11:53:42,766 - icews14 - [INFO] - [E:100| 1500]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 11:54:36,513 - icews14 - [INFO] - [E:100| 1600]: Train Loss:0.0015431, Val MRR:0.41249, icews14 +2023-05-11 11:55:31,046 - icews14 - [INFO] - [E:100| 1700]: Train Loss:0.0015432, Val MRR:0.41249, icews14 +2023-05-11 11:56:24,581 - icews14 - [INFO] - [E:100| 1800]: Train Loss:0.0015434, Val MRR:0.41249, icews14 +2023-05-11 11:57:18,444 - icews14 - [INFO] - [E:100| 1900]: Train Loss:0.0015437, Val MRR:0.41249, icews14 +2023-05-11 11:57:41,387 - icews14 - [INFO] - [Epoch:100]: Training Loss:0.001544 + +2023-05-11 11:57:41,551 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 11:57:55,749 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 11:57:58,883 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 11:58:11,175 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 11:58:16,602 - icews14 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.43459, Head : 0.38311, Avg : 0.40885 + +2023-05-11 11:58:16,603 - icews14 - [INFO] - [Epoch 100]: Training Loss: 0.0015436, Valid MRR: 0.41249, + + + +2023-05-11 11:58:17,110 - icews14 - [INFO] - [E:101| 0]: Train Loss:0.0015766, Val MRR:0.41249, icews14 +2023-05-11 11:59:10,941 - icews14 - [INFO] - [E:101| 100]: Train Loss:0.0015409, Val MRR:0.41249, icews14 +2023-05-11 12:00:04,992 - icews14 - [INFO] - [E:101| 200]: Train Loss:0.0015406, Val MRR:0.41249, icews14 +2023-05-11 12:00:59,272 - icews14 - [INFO] - [E:101| 300]: Train Loss:0.0015423, Val MRR:0.41249, icews14 +2023-05-11 12:01:53,236 - icews14 - [INFO] - [E:101| 400]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 12:02:47,119 - icews14 - [INFO] - [E:101| 500]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:03:41,346 - icews14 - [INFO] - [E:101| 600]: Train Loss:0.001543, Val MRR:0.41249, icews14 +2023-05-11 12:04:35,895 - icews14 - [INFO] - [E:101| 700]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 12:05:30,047 - icews14 - [INFO] - [E:101| 800]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:06:23,797 - icews14 - [INFO] - [E:101| 900]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:07:06,202 - icews14 - [INFO] - [E:101| 1000]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 12:08:00,756 - icews14 - [INFO] - [E:101| 1100]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 12:08:49,434 - icews14 - [INFO] - [E:101| 1200]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 12:09:43,089 - icews14 - [INFO] - [E:101| 1300]: Train Loss:0.0015429, Val MRR:0.41249, icews14 +2023-05-11 12:10:37,355 - icews14 - [INFO] - [E:101| 1400]: Train Loss:0.0015426, Val MRR:0.41249, icews14 +2023-05-11 12:11:31,633 - icews14 - [INFO] - [E:101| 1500]: Train Loss:0.0015428, Val MRR:0.41249, icews14 +2023-05-11 12:12:25,304 - icews14 - [INFO] - [E:101| 1600]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:13:19,057 - icews14 - [INFO] - [E:101| 1700]: Train Loss:0.0015426, Val MRR:0.41249, icews14 +2023-05-11 12:14:12,752 - icews14 - [INFO] - [E:101| 1800]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:15:06,619 - icews14 - [INFO] - [E:101| 1900]: Train Loss:0.0015427, Val MRR:0.41249, icews14 +2023-05-11 12:15:29,294 - icews14 - [INFO] - [Epoch:101]: Training Loss:0.001543 + +2023-05-11 12:15:29,447 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 12:15:41,626 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 12:15:44,763 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 12:15:59,068 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 12:16:04,442 - icews14 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.44124, Head : 0.39064, Avg : 0.41594 + +2023-05-11 12:16:05,672 - icews14 - [INFO] - [Epoch 101]: Training Loss: 0.0015428, Valid MRR: 0.41594, + + + +2023-05-11 12:16:06,412 - icews14 - [INFO] - [E:102| 0]: Train Loss:0.0015585, Val MRR:0.41594, icews14 +2023-05-11 12:17:00,390 - icews14 - [INFO] - [E:102| 100]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 12:17:54,439 - icews14 - [INFO] - [E:102| 200]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 12:18:48,790 - icews14 - [INFO] - [E:102| 300]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 12:19:42,859 - icews14 - [INFO] - [E:102| 400]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 12:20:36,789 - icews14 - [INFO] - [E:102| 500]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 12:21:31,175 - icews14 - [INFO] - [E:102| 600]: Train Loss:0.0015405, Val MRR:0.41594, icews14 +2023-05-11 12:22:24,880 - icews14 - [INFO] - [E:102| 700]: Train Loss:0.0015406, Val MRR:0.41594, icews14 +2023-05-11 12:23:18,764 - icews14 - [INFO] - [E:102| 800]: Train Loss:0.0015409, Val MRR:0.41594, icews14 +2023-05-11 12:24:13,336 - icews14 - [INFO] - [E:102| 900]: Train Loss:0.0015416, Val MRR:0.41594, icews14 +2023-05-11 12:24:55,098 - icews14 - [INFO] - [E:102| 1000]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:25:49,480 - icews14 - [INFO] - [E:102| 1100]: Train Loss:0.0015418, Val MRR:0.41594, icews14 +2023-05-11 12:26:43,364 - icews14 - [INFO] - [E:102| 1200]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:27:37,013 - icews14 - [INFO] - [E:102| 1300]: Train Loss:0.0015418, Val MRR:0.41594, icews14 +2023-05-11 12:28:30,910 - icews14 - [INFO] - [E:102| 1400]: Train Loss:0.0015418, Val MRR:0.41594, icews14 +2023-05-11 12:29:24,987 - icews14 - [INFO] - [E:102| 1500]: Train Loss:0.0015419, Val MRR:0.41594, icews14 +2023-05-11 12:30:19,020 - icews14 - [INFO] - [E:102| 1600]: Train Loss:0.001542, Val MRR:0.41594, icews14 +2023-05-11 12:31:13,075 - icews14 - [INFO] - [E:102| 1700]: Train Loss:0.0015421, Val MRR:0.41594, icews14 +2023-05-11 12:32:06,705 - icews14 - [INFO] - [E:102| 1800]: Train Loss:0.0015422, Val MRR:0.41594, icews14 +2023-05-11 12:33:00,556 - icews14 - [INFO] - [E:102| 1900]: Train Loss:0.0015422, Val MRR:0.41594, icews14 +2023-05-11 12:33:17,709 - icews14 - [INFO] - [Epoch:102]: Training Loss:0.001542 + +2023-05-11 12:33:17,821 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 12:33:29,482 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 12:33:35,030 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 12:33:54,632 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 12:33:59,960 - icews14 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.43697, Head : 0.38873, Avg : 0.41285 + +2023-05-11 12:33:59,960 - icews14 - [INFO] - [Epoch 102]: Training Loss: 0.0015422, Valid MRR: 0.41594, + + + +2023-05-11 12:34:00,558 - icews14 - [INFO] - [E:103| 0]: Train Loss:0.0015525, Val MRR:0.41594, icews14 +2023-05-11 12:34:54,911 - icews14 - [INFO] - [E:103| 100]: Train Loss:0.0015404, Val MRR:0.41594, icews14 +2023-05-11 12:35:49,105 - icews14 - [INFO] - [E:103| 200]: Train Loss:0.0015411, Val MRR:0.41594, icews14 +2023-05-11 12:36:41,785 - icews14 - [INFO] - [E:103| 300]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:37:34,240 - icews14 - [INFO] - [E:103| 400]: Train Loss:0.0015411, Val MRR:0.41594, icews14 +2023-05-11 12:38:26,714 - icews14 - [INFO] - [E:103| 500]: Train Loss:0.0015406, Val MRR:0.41594, icews14 +2023-05-11 12:39:20,486 - icews14 - [INFO] - [E:103| 600]: Train Loss:0.001541, Val MRR:0.41594, icews14 +2023-05-11 12:40:14,179 - icews14 - [INFO] - [E:103| 700]: Train Loss:0.0015411, Val MRR:0.41594, icews14 +2023-05-11 12:41:08,683 - icews14 - [INFO] - [E:103| 800]: Train Loss:0.0015413, Val MRR:0.41594, icews14 +2023-05-11 12:41:56,086 - icews14 - [INFO] - [E:103| 900]: Train Loss:0.0015414, Val MRR:0.41594, icews14 +2023-05-11 12:42:44,833 - icews14 - [INFO] - [E:103| 1000]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:43:38,502 - icews14 - [INFO] - [E:103| 1100]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:44:32,979 - icews14 - [INFO] - [E:103| 1200]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:45:27,128 - icews14 - [INFO] - [E:103| 1300]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:46:20,788 - icews14 - [INFO] - [E:103| 1400]: Train Loss:0.0015415, Val MRR:0.41594, icews14 +2023-05-11 12:47:14,165 - icews14 - [INFO] - [E:103| 1500]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:48:08,120 - icews14 - [INFO] - [E:103| 1600]: Train Loss:0.0015417, Val MRR:0.41594, icews14 +2023-05-11 12:49:02,038 - icews14 - [INFO] - [E:103| 1700]: Train Loss:0.0015416, Val MRR:0.41594, icews14 +2023-05-11 12:49:56,000 - icews14 - [INFO] - [E:103| 1800]: Train Loss:0.0015416, Val MRR:0.41594, icews14 +2023-05-11 12:50:43,617 - icews14 - [INFO] - [E:103| 1900]: Train Loss:0.0015416, Val MRR:0.41594, icews14 +2023-05-11 12:51:00,204 - icews14 - [INFO] - [Epoch:103]: Training Loss:0.001542 + +2023-05-11 12:51:00,477 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 12:51:19,887 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 12:51:25,538 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 12:51:44,962 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 12:51:50,208 - icews14 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.44203, Head : 0.38927, Avg : 0.41565 + +2023-05-11 12:51:50,209 - icews14 - [INFO] - [Epoch 103]: Training Loss: 0.0015417, Valid MRR: 0.41594, + + + +2023-05-11 12:51:50,958 - icews14 - [INFO] - [E:104| 0]: Train Loss:0.0015423, Val MRR:0.41594, icews14 +2023-05-11 12:52:44,700 - icews14 - [INFO] - [E:104| 100]: Train Loss:0.001539, Val MRR:0.41594, icews14 +2023-05-11 12:53:38,601 - icews14 - [INFO] - [E:104| 200]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 12:54:32,538 - icews14 - [INFO] - [E:104| 300]: Train Loss:0.0015388, Val MRR:0.41594, icews14 +2023-05-11 12:55:26,534 - icews14 - [INFO] - [E:104| 400]: Train Loss:0.0015389, Val MRR:0.41594, icews14 +2023-05-11 12:56:20,229 - icews14 - [INFO] - [E:104| 500]: Train Loss:0.0015393, Val MRR:0.41594, icews14 +2023-05-11 12:57:08,705 - icews14 - [INFO] - [E:104| 600]: Train Loss:0.0015393, Val MRR:0.41594, icews14 +2023-05-11 12:58:03,391 - icews14 - [INFO] - [E:104| 700]: Train Loss:0.0015393, Val MRR:0.41594, icews14 +2023-05-11 12:58:57,591 - icews14 - [INFO] - [E:104| 800]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 12:59:43,201 - icews14 - [INFO] - [E:104| 900]: Train Loss:0.0015397, Val MRR:0.41594, icews14 +2023-05-11 13:00:33,923 - icews14 - [INFO] - [E:104| 1000]: Train Loss:0.0015398, Val MRR:0.41594, icews14 +2023-05-11 13:01:28,482 - icews14 - [INFO] - [E:104| 1100]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:02:22,524 - icews14 - [INFO] - [E:104| 1200]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:03:16,438 - icews14 - [INFO] - [E:104| 1300]: Train Loss:0.0015405, Val MRR:0.41594, icews14 +2023-05-11 13:04:10,622 - icews14 - [INFO] - [E:104| 1400]: Train Loss:0.0015405, Val MRR:0.41594, icews14 +2023-05-11 13:05:03,301 - icews14 - [INFO] - [E:104| 1500]: Train Loss:0.0015408, Val MRR:0.41594, icews14 +2023-05-11 13:05:55,496 - icews14 - [INFO] - [E:104| 1600]: Train Loss:0.0015408, Val MRR:0.41594, icews14 +2023-05-11 13:06:47,406 - icews14 - [INFO] - [E:104| 1700]: Train Loss:0.0015407, Val MRR:0.41594, icews14 +2023-05-11 13:07:39,210 - icews14 - [INFO] - [E:104| 1800]: Train Loss:0.0015409, Val MRR:0.41594, icews14 +2023-05-11 13:08:20,643 - icews14 - [INFO] - [E:104| 1900]: Train Loss:0.0015407, Val MRR:0.41594, icews14 +2023-05-11 13:08:42,863 - icews14 - [INFO] - [Epoch:104]: Training Loss:0.001541 + +2023-05-11 13:08:43,137 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 13:09:02,115 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 13:09:07,570 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 13:09:26,824 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 13:09:32,116 - icews14 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.4364, Head : 0.38453, Avg : 0.41047 + +2023-05-11 13:09:32,117 - icews14 - [INFO] - [Epoch 104]: Training Loss: 0.0015407, Valid MRR: 0.41594, + + + +2023-05-11 13:09:32,631 - icews14 - [INFO] - [E:105| 0]: Train Loss:0.0015152, Val MRR:0.41594, icews14 +2023-05-11 13:10:26,078 - icews14 - [INFO] - [E:105| 100]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:11:19,539 - icews14 - [INFO] - [E:105| 200]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 13:12:12,633 - icews14 - [INFO] - [E:105| 300]: Train Loss:0.0015398, Val MRR:0.41594, icews14 +2023-05-11 13:13:05,622 - icews14 - [INFO] - [E:105| 400]: Train Loss:0.0015401, Val MRR:0.41594, icews14 +2023-05-11 13:13:58,878 - icews14 - [INFO] - [E:105| 500]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 13:14:51,917 - icews14 - [INFO] - [E:105| 600]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 13:15:44,915 - icews14 - [INFO] - [E:105| 700]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:16:30,257 - icews14 - [INFO] - [E:105| 800]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:17:19,736 - icews14 - [INFO] - [E:105| 900]: Train Loss:0.0015402, Val MRR:0.41594, icews14 +2023-05-11 13:18:12,474 - icews14 - [INFO] - [E:105| 1000]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:19:05,401 - icews14 - [INFO] - [E:105| 1100]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:19:58,633 - icews14 - [INFO] - [E:105| 1200]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:20:51,617 - icews14 - [INFO] - [E:105| 1300]: Train Loss:0.0015399, Val MRR:0.41594, icews14 +2023-05-11 13:21:44,315 - icews14 - [INFO] - [E:105| 1400]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:22:37,261 - icews14 - [INFO] - [E:105| 1500]: Train Loss:0.00154, Val MRR:0.41594, icews14 +2023-05-11 13:23:30,305 - icews14 - [INFO] - [E:105| 1600]: Train Loss:0.0015399, Val MRR:0.41594, icews14 +2023-05-11 13:24:23,416 - icews14 - [INFO] - [E:105| 1700]: Train Loss:0.0015401, Val MRR:0.41594, icews14 +2023-05-11 13:25:05,456 - icews14 - [INFO] - [E:105| 1800]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:25:58,314 - icews14 - [INFO] - [E:105| 1900]: Train Loss:0.0015403, Val MRR:0.41594, icews14 +2023-05-11 13:26:20,517 - icews14 - [INFO] - [Epoch:105]: Training Loss:0.00154 + +2023-05-11 13:26:20,650 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 13:26:39,498 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 13:26:44,889 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 13:27:03,852 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 13:27:09,231 - icews14 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.43959, Head : 0.38806, Avg : 0.41383 + +2023-05-11 13:27:09,231 - icews14 - [INFO] - [Epoch 105]: Training Loss: 0.0015404, Valid MRR: 0.41594, + + + +2023-05-11 13:27:09,733 - icews14 - [INFO] - [E:106| 0]: Train Loss:0.0015646, Val MRR:0.41594, icews14 +2023-05-11 13:28:02,610 - icews14 - [INFO] - [E:106| 100]: Train Loss:0.0015401, Val MRR:0.41594, icews14 +2023-05-11 13:28:55,563 - icews14 - [INFO] - [E:106| 200]: Train Loss:0.0015388, Val MRR:0.41594, icews14 +2023-05-11 13:29:48,669 - icews14 - [INFO] - [E:106| 300]: Train Loss:0.0015397, Val MRR:0.41594, icews14 +2023-05-11 13:30:41,805 - icews14 - [INFO] - [E:106| 400]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:31:34,614 - icews14 - [INFO] - [E:106| 500]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:32:27,547 - icews14 - [INFO] - [E:106| 600]: Train Loss:0.0015392, Val MRR:0.41594, icews14 +2023-05-11 13:33:11,364 - icews14 - [INFO] - [E:106| 700]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:34:02,923 - icews14 - [INFO] - [E:106| 800]: Train Loss:0.0015397, Val MRR:0.41594, icews14 +2023-05-11 13:34:55,799 - icews14 - [INFO] - [E:106| 900]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:35:48,457 - icews14 - [INFO] - [E:106| 1000]: Train Loss:0.0015392, Val MRR:0.41594, icews14 +2023-05-11 13:36:41,549 - icews14 - [INFO] - [E:106| 1100]: Train Loss:0.0015392, Val MRR:0.41594, icews14 +2023-05-11 13:37:34,625 - icews14 - [INFO] - [E:106| 1200]: Train Loss:0.0015395, Val MRR:0.41594, icews14 +2023-05-11 13:38:27,662 - icews14 - [INFO] - [E:106| 1300]: Train Loss:0.0015394, Val MRR:0.41594, icews14 +2023-05-11 13:39:20,629 - icews14 - [INFO] - [E:106| 1400]: Train Loss:0.0015393, Val MRR:0.41594, icews14 +2023-05-11 13:40:13,613 - icews14 - [INFO] - [E:106| 1500]: Train Loss:0.0015395, Val MRR:0.41594, icews14 +2023-05-11 13:41:06,381 - icews14 - [INFO] - [E:106| 1600]: Train Loss:0.0015395, Val MRR:0.41594, icews14 +2023-05-11 13:41:48,449 - icews14 - [INFO] - [E:106| 1700]: Train Loss:0.0015396, Val MRR:0.41594, icews14 +2023-05-11 13:42:40,875 - icews14 - [INFO] - [E:106| 1800]: Train Loss:0.0015396, Val MRR:0.41594, icews14 +2023-05-11 13:43:26,985 - icews14 - [INFO] - [E:106| 1900]: Train Loss:0.0015397, Val MRR:0.41594, icews14 +2023-05-11 13:43:49,277 - icews14 - [INFO] - [Epoch:106]: Training Loss:0.00154 + +2023-05-11 13:43:49,545 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 13:44:08,467 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 13:44:13,867 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 13:44:32,883 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 13:44:38,152 - icews14 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.44416, Head : 0.38757, Avg : 0.41587 + +2023-05-11 13:44:38,152 - icews14 - [INFO] - [Epoch 106]: Training Loss: 0.0015398, Valid MRR: 0.41594, + + + +2023-05-11 13:44:38,782 - icews14 - [INFO] - [E:107| 0]: Train Loss:0.0015291, Val MRR:0.41594, icews14 +2023-05-11 13:45:31,643 - icews14 - [INFO] - [E:107| 100]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 13:46:24,745 - icews14 - [INFO] - [E:107| 200]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 13:47:17,684 - icews14 - [INFO] - [E:107| 300]: Train Loss:0.0015375, Val MRR:0.41594, icews14 +2023-05-11 13:48:10,742 - icews14 - [INFO] - [E:107| 400]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 13:49:03,797 - icews14 - [INFO] - [E:107| 500]: Train Loss:0.0015385, Val MRR:0.41594, icews14 +2023-05-11 13:49:51,846 - icews14 - [INFO] - [E:107| 600]: Train Loss:0.0015379, Val MRR:0.41594, icews14 +2023-05-11 13:50:39,643 - icews14 - [INFO] - [E:107| 700]: Train Loss:0.0015379, Val MRR:0.41594, icews14 +2023-05-11 13:51:32,695 - icews14 - [INFO] - [E:107| 800]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 13:52:25,259 - icews14 - [INFO] - [E:107| 900]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 13:53:18,069 - icews14 - [INFO] - [E:107| 1000]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 13:54:11,339 - icews14 - [INFO] - [E:107| 1100]: Train Loss:0.001538, Val MRR:0.41594, icews14 +2023-05-11 13:55:04,350 - icews14 - [INFO] - [E:107| 1200]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 13:55:57,116 - icews14 - [INFO] - [E:107| 1300]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 13:56:50,210 - icews14 - [INFO] - [E:107| 1400]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 13:57:43,197 - icews14 - [INFO] - [E:107| 1500]: Train Loss:0.0015383, Val MRR:0.41594, icews14 +2023-05-11 13:58:25,538 - icews14 - [INFO] - [E:107| 1600]: Train Loss:0.0015384, Val MRR:0.41594, icews14 +2023-05-11 13:59:18,312 - icews14 - [INFO] - [E:107| 1700]: Train Loss:0.0015386, Val MRR:0.41594, icews14 +2023-05-11 14:00:10,944 - icews14 - [INFO] - [E:107| 1800]: Train Loss:0.0015385, Val MRR:0.41594, icews14 +2023-05-11 14:01:03,960 - icews14 - [INFO] - [E:107| 1900]: Train Loss:0.0015387, Val MRR:0.41594, icews14 +2023-05-11 14:01:25,829 - icews14 - [INFO] - [Epoch:107]: Training Loss:0.001539 + +2023-05-11 14:01:25,988 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 14:01:44,739 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 14:01:50,188 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 14:02:09,000 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 14:02:14,216 - icews14 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.43958, Head : 0.38624, Avg : 0.41291 + +2023-05-11 14:02:14,216 - icews14 - [INFO] - [Epoch 107]: Training Loss: 0.0015387, Valid MRR: 0.41594, + + + +2023-05-11 14:02:14,850 - icews14 - [INFO] - [E:108| 0]: Train Loss:0.0015498, Val MRR:0.41594, icews14 +2023-05-11 14:03:07,859 - icews14 - [INFO] - [E:108| 100]: Train Loss:0.001541, Val MRR:0.41594, icews14 +2023-05-11 14:04:00,789 - icews14 - [INFO] - [E:108| 200]: Train Loss:0.001538, Val MRR:0.41594, icews14 +2023-05-11 14:04:53,704 - icews14 - [INFO] - [E:108| 300]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:05:46,724 - icews14 - [INFO] - [E:108| 400]: Train Loss:0.0015377, Val MRR:0.41594, icews14 +2023-05-11 14:06:32,670 - icews14 - [INFO] - [E:108| 500]: Train Loss:0.0015376, Val MRR:0.41594, icews14 +2023-05-11 14:07:22,019 - icews14 - [INFO] - [E:108| 600]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:08:14,989 - icews14 - [INFO] - [E:108| 700]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:09:07,716 - icews14 - [INFO] - [E:108| 800]: Train Loss:0.001538, Val MRR:0.41594, icews14 +2023-05-11 14:10:00,445 - icews14 - [INFO] - [E:108| 900]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 14:10:53,037 - icews14 - [INFO] - [E:108| 1000]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 14:11:45,857 - icews14 - [INFO] - [E:108| 1100]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 14:12:38,671 - icews14 - [INFO] - [E:108| 1200]: Train Loss:0.001538, Val MRR:0.41594, icews14 +2023-05-11 14:13:31,678 - icews14 - [INFO] - [E:108| 1300]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 14:14:24,869 - icews14 - [INFO] - [E:108| 1400]: Train Loss:0.0015382, Val MRR:0.41594, icews14 +2023-05-11 14:15:07,185 - icews14 - [INFO] - [E:108| 1500]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 14:15:59,367 - icews14 - [INFO] - [E:108| 1600]: Train Loss:0.0015381, Val MRR:0.41594, icews14 +2023-05-11 14:16:52,010 - icews14 - [INFO] - [E:108| 1700]: Train Loss:0.0015383, Val MRR:0.41594, icews14 +2023-05-11 14:17:44,989 - icews14 - [INFO] - [E:108| 1800]: Train Loss:0.0015384, Val MRR:0.41594, icews14 +2023-05-11 14:18:37,939 - icews14 - [INFO] - [E:108| 1900]: Train Loss:0.0015384, Val MRR:0.41594, icews14 +2023-05-11 14:18:59,751 - icews14 - [INFO] - [Epoch:108]: Training Loss:0.001538 + +2023-05-11 14:18:59,909 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 14:19:19,213 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 14:19:24,812 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 14:19:44,135 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 14:19:49,479 - icews14 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.4391, Head : 0.38866, Avg : 0.41388 + +2023-05-11 14:19:49,479 - icews14 - [INFO] - [Epoch 108]: Training Loss: 0.0015384, Valid MRR: 0.41594, + + + +2023-05-11 14:19:49,886 - icews14 - [INFO] - [E:109| 0]: Train Loss:0.0015155, Val MRR:0.41594, icews14 +2023-05-11 14:20:43,181 - icews14 - [INFO] - [E:109| 100]: Train Loss:0.0015365, Val MRR:0.41594, icews14 +2023-05-11 14:21:36,387 - icews14 - [INFO] - [E:109| 200]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 14:22:29,444 - icews14 - [INFO] - [E:109| 300]: Train Loss:0.0015362, Val MRR:0.41594, icews14 +2023-05-11 14:23:12,875 - icews14 - [INFO] - [E:109| 400]: Train Loss:0.0015352, Val MRR:0.41594, icews14 +2023-05-11 14:24:04,695 - icews14 - [INFO] - [E:109| 500]: Train Loss:0.0015361, Val MRR:0.41594, icews14 +2023-05-11 14:24:57,709 - icews14 - [INFO] - [E:109| 600]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 14:25:50,961 - icews14 - [INFO] - [E:109| 700]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 14:26:43,549 - icews14 - [INFO] - [E:109| 800]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 14:27:36,534 - icews14 - [INFO] - [E:109| 900]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 14:28:29,432 - icews14 - [INFO] - [E:109| 1000]: Train Loss:0.0015372, Val MRR:0.41594, icews14 +2023-05-11 14:29:17,580 - icews14 - [INFO] - [E:109| 1100]: Train Loss:0.0015372, Val MRR:0.41594, icews14 +2023-05-11 14:30:10,720 - icews14 - [INFO] - [E:109| 1200]: Train Loss:0.0015373, Val MRR:0.41594, icews14 +2023-05-11 14:31:03,701 - icews14 - [INFO] - [E:109| 1300]: Train Loss:0.0015371, Val MRR:0.41594, icews14 +2023-05-11 14:31:46,275 - icews14 - [INFO] - [E:109| 1400]: Train Loss:0.0015374, Val MRR:0.41594, icews14 +2023-05-11 14:32:39,206 - icews14 - [INFO] - [E:109| 1500]: Train Loss:0.0015376, Val MRR:0.41594, icews14 +2023-05-11 14:33:32,239 - icews14 - [INFO] - [E:109| 1600]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:34:25,313 - icews14 - [INFO] - [E:109| 1700]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:35:18,475 - icews14 - [INFO] - [E:109| 1800]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:36:11,631 - icews14 - [INFO] - [E:109| 1900]: Train Loss:0.0015379, Val MRR:0.41594, icews14 +2023-05-11 14:36:33,644 - icews14 - [INFO] - [Epoch:109]: Training Loss:0.001538 + +2023-05-11 14:36:33,799 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 14:36:52,900 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 14:36:58,406 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 14:37:17,576 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 14:37:22,908 - icews14 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.43834, Head : 0.38727, Avg : 0.41281 + MR: Tail : 685.73, Head : 773.7, Avg : 729.71 + Hit-1: Tail : 0.34774, Head : 0.29955, Avg : 0.32364 + Hit-3: Tail : 0.48756, Head : 0.42687, Avg : 0.45722 + Hit-10: Tail : 0.60638, Head : 0.56318, Avg : 0.58478 +2023-05-11 14:37:22,908 - icews14 - [INFO] - [Epoch 109]: Training Loss: 0.0015379, Valid MRR: 0.41594, + + + +2023-05-11 14:37:23,327 - icews14 - [INFO] - [E:110| 0]: Train Loss:0.0015404, Val MRR:0.41594, icews14 +2023-05-11 14:38:16,376 - icews14 - [INFO] - [E:110| 100]: Train Loss:0.0015349, Val MRR:0.41594, icews14 +2023-05-11 14:39:09,482 - icews14 - [INFO] - [E:110| 200]: Train Loss:0.0015348, Val MRR:0.41594, icews14 +2023-05-11 14:39:55,739 - icews14 - [INFO] - [E:110| 300]: Train Loss:0.0015356, Val MRR:0.41594, icews14 +2023-05-11 14:40:45,273 - icews14 - [INFO] - [E:110| 400]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 14:41:38,300 - icews14 - [INFO] - [E:110| 500]: Train Loss:0.0015358, Val MRR:0.41594, icews14 +2023-05-11 14:42:31,311 - icews14 - [INFO] - [E:110| 600]: Train Loss:0.0015358, Val MRR:0.41594, icews14 +2023-05-11 14:43:24,294 - icews14 - [INFO] - [E:110| 700]: Train Loss:0.0015363, Val MRR:0.41594, icews14 +2023-05-11 14:44:16,674 - icews14 - [INFO] - [E:110| 800]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 14:45:09,647 - icews14 - [INFO] - [E:110| 900]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 14:46:02,581 - icews14 - [INFO] - [E:110| 1000]: Train Loss:0.0015367, Val MRR:0.41594, icews14 +2023-05-11 14:46:55,398 - icews14 - [INFO] - [E:110| 1100]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 14:47:47,884 - icews14 - [INFO] - [E:110| 1200]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 14:48:29,797 - icews14 - [INFO] - [E:110| 1300]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 14:49:22,353 - icews14 - [INFO] - [E:110| 1400]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 14:50:15,135 - icews14 - [INFO] - [E:110| 1500]: Train Loss:0.0015371, Val MRR:0.41594, icews14 +2023-05-11 14:51:07,522 - icews14 - [INFO] - [E:110| 1600]: Train Loss:0.0015372, Val MRR:0.41594, icews14 +2023-05-11 14:52:00,242 - icews14 - [INFO] - [E:110| 1700]: Train Loss:0.0015376, Val MRR:0.41594, icews14 +2023-05-11 14:52:53,142 - icews14 - [INFO] - [E:110| 1800]: Train Loss:0.0015376, Val MRR:0.41594, icews14 +2023-05-11 14:53:46,424 - icews14 - [INFO] - [E:110| 1900]: Train Loss:0.0015375, Val MRR:0.41594, icews14 +2023-05-11 14:54:08,670 - icews14 - [INFO] - [Epoch:110]: Training Loss:0.001537 + +2023-05-11 14:54:08,822 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 14:54:27,847 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 14:54:33,342 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 14:54:52,334 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 14:54:57,552 - icews14 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.44058, Head : 0.38748, Avg : 0.41403 + +2023-05-11 14:54:57,552 - icews14 - [INFO] - [Epoch 110]: Training Loss: 0.0015375, Valid MRR: 0.41594, + + + +2023-05-11 14:54:58,048 - icews14 - [INFO] - [E:111| 0]: Train Loss:0.0015475, Val MRR:0.41594, icews14 +2023-05-11 14:55:51,316 - icews14 - [INFO] - [E:111| 100]: Train Loss:0.0015385, Val MRR:0.41594, icews14 +2023-05-11 14:56:35,574 - icews14 - [INFO] - [E:111| 200]: Train Loss:0.0015378, Val MRR:0.41594, icews14 +2023-05-11 14:57:27,222 - icews14 - [INFO] - [E:111| 300]: Train Loss:0.0015379, Val MRR:0.41594, icews14 +2023-05-11 14:58:20,495 - icews14 - [INFO] - [E:111| 400]: Train Loss:0.0015371, Val MRR:0.41594, icews14 +2023-05-11 14:59:13,554 - icews14 - [INFO] - [E:111| 500]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 15:00:06,564 - icews14 - [INFO] - [E:111| 600]: Train Loss:0.001537, Val MRR:0.41594, icews14 +2023-05-11 15:00:58,871 - icews14 - [INFO] - [E:111| 700]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 15:01:51,852 - icews14 - [INFO] - [E:111| 800]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:02:44,974 - icews14 - [INFO] - [E:111| 900]: Train Loss:0.0015365, Val MRR:0.41594, icews14 +2023-05-11 15:03:37,970 - icews14 - [INFO] - [E:111| 1000]: Train Loss:0.0015367, Val MRR:0.41594, icews14 +2023-05-11 15:04:31,355 - icews14 - [INFO] - [E:111| 1100]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 15:05:14,450 - icews14 - [INFO] - [E:111| 1200]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:06:07,357 - icews14 - [INFO] - [E:111| 1300]: Train Loss:0.0015364, Val MRR:0.41594, icews14 +2023-05-11 15:07:00,468 - icews14 - [INFO] - [E:111| 1400]: Train Loss:0.0015365, Val MRR:0.41594, icews14 +2023-05-11 15:07:53,683 - icews14 - [INFO] - [E:111| 1500]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:08:46,647 - icews14 - [INFO] - [E:111| 1600]: Train Loss:0.0015367, Val MRR:0.41594, icews14 +2023-05-11 15:09:39,701 - icews14 - [INFO] - [E:111| 1700]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:10:32,996 - icews14 - [INFO] - [E:111| 1800]: Train Loss:0.0015368, Val MRR:0.41594, icews14 +2023-05-11 15:11:25,892 - icews14 - [INFO] - [E:111| 1900]: Train Loss:0.0015369, Val MRR:0.41594, icews14 +2023-05-11 15:11:47,804 - icews14 - [INFO] - [Epoch:111]: Training Loss:0.001537 + +2023-05-11 15:11:47,960 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 15:12:06,921 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 15:12:12,375 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 15:12:31,265 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 15:12:36,476 - icews14 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.43871, Head : 0.38549, Avg : 0.4121 + +2023-05-11 15:12:36,476 - icews14 - [INFO] - [Epoch 111]: Training Loss: 0.0015369, Valid MRR: 0.41594, + + + +2023-05-11 15:12:37,211 - icews14 - [INFO] - [E:112| 0]: Train Loss:0.0015343, Val MRR:0.41594, icews14 +2023-05-11 15:13:19,686 - icews14 - [INFO] - [E:112| 100]: Train Loss:0.001531, Val MRR:0.41594, icews14 +2023-05-11 15:14:12,872 - icews14 - [INFO] - [E:112| 200]: Train Loss:0.0015342, Val MRR:0.41594, icews14 +2023-05-11 15:15:05,782 - icews14 - [INFO] - [E:112| 300]: Train Loss:0.0015345, Val MRR:0.41594, icews14 +2023-05-11 15:15:54,061 - icews14 - [INFO] - [E:112| 400]: Train Loss:0.0015347, Val MRR:0.41594, icews14 +2023-05-11 15:16:47,063 - icews14 - [INFO] - [E:112| 500]: Train Loss:0.0015356, Val MRR:0.41594, icews14 +2023-05-11 15:17:39,829 - icews14 - [INFO] - [E:112| 600]: Train Loss:0.0015357, Val MRR:0.41594, icews14 +2023-05-11 15:18:32,606 - icews14 - [INFO] - [E:112| 700]: Train Loss:0.0015358, Val MRR:0.41594, icews14 +2023-05-11 15:19:25,510 - icews14 - [INFO] - [E:112| 800]: Train Loss:0.0015365, Val MRR:0.41594, icews14 +2023-05-11 15:20:18,505 - icews14 - [INFO] - [E:112| 900]: Train Loss:0.0015366, Val MRR:0.41594, icews14 +2023-05-11 15:21:11,704 - icews14 - [INFO] - [E:112| 1000]: Train Loss:0.0015363, Val MRR:0.41594, icews14 +2023-05-11 15:21:53,557 - icews14 - [INFO] - [E:112| 1100]: Train Loss:0.0015363, Val MRR:0.41594, icews14 +2023-05-11 15:22:46,163 - icews14 - [INFO] - [E:112| 1200]: Train Loss:0.0015362, Val MRR:0.41594, icews14 +2023-05-11 15:23:38,638 - icews14 - [INFO] - [E:112| 1300]: Train Loss:0.0015363, Val MRR:0.41594, icews14 +2023-05-11 15:24:31,104 - icews14 - [INFO] - [E:112| 1400]: Train Loss:0.0015361, Val MRR:0.41594, icews14 +2023-05-11 15:25:23,561 - icews14 - [INFO] - [E:112| 1500]: Train Loss:0.001536, Val MRR:0.41594, icews14 +2023-05-11 15:26:16,488 - icews14 - [INFO] - [E:112| 1600]: Train Loss:0.001536, Val MRR:0.41594, icews14 +2023-05-11 15:27:09,250 - icews14 - [INFO] - [E:112| 1700]: Train Loss:0.001536, Val MRR:0.41594, icews14 +2023-05-11 15:28:02,131 - icews14 - [INFO] - [E:112| 1800]: Train Loss:0.0015361, Val MRR:0.41594, icews14 +2023-05-11 15:28:54,776 - icews14 - [INFO] - [E:112| 1900]: Train Loss:0.0015361, Val MRR:0.41594, icews14 +2023-05-11 15:29:16,592 - icews14 - [INFO] - [Epoch:112]: Training Loss:0.001536 + +2023-05-11 15:29:16,745 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 15:29:35,752 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 15:29:41,264 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 15:29:52,830 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 15:29:55,861 - icews14 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.44115, Head : 0.3891, Avg : 0.41513 + +2023-05-11 15:29:55,861 - icews14 - [INFO] - [Epoch 112]: Training Loss: 0.0015361, Valid MRR: 0.41594, + + + +2023-05-11 15:29:56,205 - icews14 - [INFO] - [E:113| 0]: Train Loss:0.0015507, Val MRR:0.41594, icews14 +2023-05-11 15:30:46,432 - icews14 - [INFO] - [E:113| 100]: Train Loss:0.0015344, Val MRR:0.41594, icews14 +2023-05-11 15:31:39,408 - icews14 - [INFO] - [E:113| 200]: Train Loss:0.0015349, Val MRR:0.41594, icews14 +2023-05-11 15:32:32,672 - icews14 - [INFO] - [E:113| 300]: Train Loss:0.0015346, Val MRR:0.41594, icews14 +2023-05-11 15:33:26,174 - icews14 - [INFO] - [E:113| 400]: Train Loss:0.0015347, Val MRR:0.41594, icews14 +2023-05-11 15:34:18,619 - icews14 - [INFO] - [E:113| 500]: Train Loss:0.0015347, Val MRR:0.41594, icews14 +2023-05-11 15:35:11,736 - icews14 - [INFO] - [E:113| 600]: Train Loss:0.0015346, Val MRR:0.41594, icews14 +2023-05-11 15:36:04,910 - icews14 - [INFO] - [E:113| 700]: Train Loss:0.0015348, Val MRR:0.41594, icews14 +2023-05-11 15:36:57,956 - icews14 - [INFO] - [E:113| 800]: Train Loss:0.0015351, Val MRR:0.41594, icews14 +2023-05-11 15:37:50,993 - icews14 - [INFO] - [E:113| 900]: Train Loss:0.0015351, Val MRR:0.41594, icews14 +2023-05-11 15:38:32,602 - icews14 - [INFO] - [E:113| 1000]: Train Loss:0.0015351, Val MRR:0.41594, icews14 +2023-05-11 15:39:25,776 - icews14 - [INFO] - [E:113| 1100]: Train Loss:0.0015352, Val MRR:0.41594, icews14 +2023-05-11 15:40:18,655 - icews14 - [INFO] - [E:113| 1200]: Train Loss:0.0015351, Val MRR:0.41594, icews14 +2023-05-11 15:41:11,755 - icews14 - [INFO] - [E:113| 1300]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 15:42:05,173 - icews14 - [INFO] - [E:113| 1400]: Train Loss:0.0015354, Val MRR:0.41594, icews14 +2023-05-11 15:42:57,567 - icews14 - [INFO] - [E:113| 1500]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 15:43:50,737 - icews14 - [INFO] - [E:113| 1600]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 15:44:43,715 - icews14 - [INFO] - [E:113| 1700]: Train Loss:0.0015355, Val MRR:0.41594, icews14 +2023-05-11 15:45:36,613 - icews14 - [INFO] - [E:113| 1800]: Train Loss:0.0015356, Val MRR:0.41594, icews14 +2023-05-11 15:46:26,580 - icews14 - [INFO] - [E:113| 1900]: Train Loss:0.0015356, Val MRR:0.41594, icews14 +2023-05-11 15:46:40,740 - icews14 - [INFO] - [Epoch:113]: Training Loss:0.001536 + +2023-05-11 15:46:41,005 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 15:47:00,148 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 15:47:05,697 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 15:47:24,931 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 15:47:30,276 - icews14 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.44249, Head : 0.39105, Avg : 0.41677 + +2023-05-11 15:47:31,484 - icews14 - [INFO] - [Epoch 113]: Training Loss: 0.0015356, Valid MRR: 0.41677, + + + +2023-05-11 15:47:32,050 - icews14 - [INFO] - [E:114| 0]: Train Loss:0.0015514, Val MRR:0.41677, icews14 +2023-05-11 15:48:24,881 - icews14 - [INFO] - [E:114| 100]: Train Loss:0.0015374, Val MRR:0.41677, icews14 +2023-05-11 15:49:17,747 - icews14 - [INFO] - [E:114| 200]: Train Loss:0.0015358, Val MRR:0.41677, icews14 +2023-05-11 15:50:10,712 - icews14 - [INFO] - [E:114| 300]: Train Loss:0.0015346, Val MRR:0.41677, icews14 +2023-05-11 15:51:03,662 - icews14 - [INFO] - [E:114| 400]: Train Loss:0.0015347, Val MRR:0.41677, icews14 +2023-05-11 15:51:56,508 - icews14 - [INFO] - [E:114| 500]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:52:48,364 - icews14 - [INFO] - [E:114| 600]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:53:41,413 - icews14 - [INFO] - [E:114| 700]: Train Loss:0.0015351, Val MRR:0.41677, icews14 +2023-05-11 15:54:34,459 - icews14 - [INFO] - [E:114| 800]: Train Loss:0.0015348, Val MRR:0.41677, icews14 +2023-05-11 15:55:16,768 - icews14 - [INFO] - [E:114| 900]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:56:09,627 - icews14 - [INFO] - [E:114| 1000]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:57:02,438 - icews14 - [INFO] - [E:114| 1100]: Train Loss:0.0015351, Val MRR:0.41677, icews14 +2023-05-11 15:57:54,889 - icews14 - [INFO] - [E:114| 1200]: Train Loss:0.0015352, Val MRR:0.41677, icews14 +2023-05-11 15:58:48,027 - icews14 - [INFO] - [E:114| 1300]: Train Loss:0.0015354, Val MRR:0.41677, icews14 +2023-05-11 15:59:40,501 - icews14 - [INFO] - [E:114| 1400]: Train Loss:0.0015353, Val MRR:0.41677, icews14 +2023-05-11 16:00:33,810 - icews14 - [INFO] - [E:114| 1500]: Train Loss:0.0015353, Val MRR:0.41677, icews14 +2023-05-11 16:01:21,813 - icews14 - [INFO] - [E:114| 1600]: Train Loss:0.0015354, Val MRR:0.41677, icews14 +2023-05-11 16:02:14,692 - icews14 - [INFO] - [E:114| 1700]: Train Loss:0.0015354, Val MRR:0.41677, icews14 +2023-05-11 16:03:06,626 - icews14 - [INFO] - [E:114| 1800]: Train Loss:0.0015353, Val MRR:0.41677, icews14 +2023-05-11 16:03:50,417 - icews14 - [INFO] - [E:114| 1900]: Train Loss:0.0015354, Val MRR:0.41677, icews14 +2023-05-11 16:04:12,718 - icews14 - [INFO] - [Epoch:114]: Training Loss:0.001535 + +2023-05-11 16:04:12,869 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 16:04:32,119 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 16:04:37,665 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 16:04:56,549 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 16:05:01,808 - icews14 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.44029, Head : 0.38762, Avg : 0.41395 + +2023-05-11 16:05:01,809 - icews14 - [INFO] - [Epoch 114]: Training Loss: 0.0015353, Valid MRR: 0.41677, + + + +2023-05-11 16:05:02,305 - icews14 - [INFO] - [E:115| 0]: Train Loss:0.0015772, Val MRR:0.41677, icews14 +2023-05-11 16:05:55,650 - icews14 - [INFO] - [E:115| 100]: Train Loss:0.0015335, Val MRR:0.41677, icews14 +2023-05-11 16:06:48,408 - icews14 - [INFO] - [E:115| 200]: Train Loss:0.0015346, Val MRR:0.41677, icews14 +2023-05-11 16:07:41,171 - icews14 - [INFO] - [E:115| 300]: Train Loss:0.0015344, Val MRR:0.41677, icews14 +2023-05-11 16:08:34,215 - icews14 - [INFO] - [E:115| 400]: Train Loss:0.0015345, Val MRR:0.41677, icews14 +2023-05-11 16:09:26,639 - icews14 - [INFO] - [E:115| 500]: Train Loss:0.0015348, Val MRR:0.41677, icews14 +2023-05-11 16:10:19,866 - icews14 - [INFO] - [E:115| 600]: Train Loss:0.0015344, Val MRR:0.41677, icews14 +2023-05-11 16:11:12,471 - icews14 - [INFO] - [E:115| 700]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:11:54,868 - icews14 - [INFO] - [E:115| 800]: Train Loss:0.0015336, Val MRR:0.41677, icews14 +2023-05-11 16:12:48,107 - icews14 - [INFO] - [E:115| 900]: Train Loss:0.0015337, Val MRR:0.41677, icews14 +2023-05-11 16:13:41,117 - icews14 - [INFO] - [E:115| 1000]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:14:34,125 - icews14 - [INFO] - [E:115| 1100]: Train Loss:0.0015342, Val MRR:0.41677, icews14 +2023-05-11 16:15:27,205 - icews14 - [INFO] - [E:115| 1200]: Train Loss:0.0015343, Val MRR:0.41677, icews14 +2023-05-11 16:16:20,157 - icews14 - [INFO] - [E:115| 1300]: Train Loss:0.0015344, Val MRR:0.41677, icews14 +2023-05-11 16:17:13,175 - icews14 - [INFO] - [E:115| 1400]: Train Loss:0.0015345, Val MRR:0.41677, icews14 +2023-05-11 16:18:06,547 - icews14 - [INFO] - [E:115| 1500]: Train Loss:0.0015346, Val MRR:0.41677, icews14 +2023-05-11 16:18:59,658 - icews14 - [INFO] - [E:115| 1600]: Train Loss:0.0015347, Val MRR:0.41677, icews14 +2023-05-11 16:19:48,905 - icews14 - [INFO] - [E:115| 1700]: Train Loss:0.0015348, Val MRR:0.41677, icews14 +2023-05-11 16:20:34,480 - icews14 - [INFO] - [E:115| 1800]: Train Loss:0.0015349, Val MRR:0.41677, icews14 +2023-05-11 16:21:27,861 - icews14 - [INFO] - [E:115| 1900]: Train Loss:0.0015349, Val MRR:0.41677, icews14 +2023-05-11 16:21:50,171 - icews14 - [INFO] - [Epoch:115]: Training Loss:0.001535 + +2023-05-11 16:21:50,317 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 16:22:09,521 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 16:22:15,075 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 16:22:34,116 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 16:22:39,454 - icews14 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.44264, Head : 0.39068, Avg : 0.41666 + +2023-05-11 16:22:39,454 - icews14 - [INFO] - [Epoch 115]: Training Loss: 0.0015349, Valid MRR: 0.41677, + + + +2023-05-11 16:22:39,865 - icews14 - [INFO] - [E:116| 0]: Train Loss:0.0015185, Val MRR:0.41677, icews14 +2023-05-11 16:23:33,286 - icews14 - [INFO] - [E:116| 100]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 16:24:26,286 - icews14 - [INFO] - [E:116| 200]: Train Loss:0.0015319, Val MRR:0.41677, icews14 +2023-05-11 16:25:19,729 - icews14 - [INFO] - [E:116| 300]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 16:26:11,991 - icews14 - [INFO] - [E:116| 400]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 16:27:04,827 - icews14 - [INFO] - [E:116| 500]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 16:27:57,883 - icews14 - [INFO] - [E:116| 600]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 16:28:40,518 - icews14 - [INFO] - [E:116| 700]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 16:29:33,925 - icews14 - [INFO] - [E:116| 800]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 16:30:26,762 - icews14 - [INFO] - [E:116| 900]: Train Loss:0.0015338, Val MRR:0.41677, icews14 +2023-05-11 16:31:19,221 - icews14 - [INFO] - [E:116| 1000]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:32:11,857 - icews14 - [INFO] - [E:116| 1100]: Train Loss:0.0015337, Val MRR:0.41677, icews14 +2023-05-11 16:33:04,444 - icews14 - [INFO] - [E:116| 1200]: Train Loss:0.0015336, Val MRR:0.41677, icews14 +2023-05-11 16:33:57,229 - icews14 - [INFO] - [E:116| 1300]: Train Loss:0.0015337, Val MRR:0.41677, icews14 +2023-05-11 16:34:50,120 - icews14 - [INFO] - [E:116| 1400]: Train Loss:0.0015336, Val MRR:0.41677, icews14 +2023-05-11 16:35:43,095 - icews14 - [INFO] - [E:116| 1500]: Train Loss:0.0015338, Val MRR:0.41677, icews14 +2023-05-11 16:36:30,169 - icews14 - [INFO] - [E:116| 1600]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:37:18,327 - icews14 - [INFO] - [E:116| 1700]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 16:38:10,519 - icews14 - [INFO] - [E:116| 1800]: Train Loss:0.0015341, Val MRR:0.41677, icews14 +2023-05-11 16:39:03,488 - icews14 - [INFO] - [E:116| 1900]: Train Loss:0.0015341, Val MRR:0.41677, icews14 +2023-05-11 16:39:25,830 - icews14 - [INFO] - [Epoch:116]: Training Loss:0.001534 + +2023-05-11 16:39:26,062 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 16:39:44,869 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 16:39:50,302 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 16:40:09,351 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 16:40:14,607 - icews14 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.44039, Head : 0.38924, Avg : 0.41481 + +2023-05-11 16:40:14,608 - icews14 - [INFO] - [Epoch 116]: Training Loss: 0.0015342, Valid MRR: 0.41677, + + + +2023-05-11 16:40:15,236 - icews14 - [INFO] - [E:117| 0]: Train Loss:0.0015245, Val MRR:0.41677, icews14 +2023-05-11 16:41:08,546 - icews14 - [INFO] - [E:117| 100]: Train Loss:0.0015348, Val MRR:0.41677, icews14 +2023-05-11 16:42:01,517 - icews14 - [INFO] - [E:117| 200]: Train Loss:0.0015345, Val MRR:0.41677, icews14 +2023-05-11 16:42:54,090 - icews14 - [INFO] - [E:117| 300]: Train Loss:0.0015347, Val MRR:0.41677, icews14 +2023-05-11 16:43:46,900 - icews14 - [INFO] - [E:117| 400]: Train Loss:0.0015335, Val MRR:0.41677, icews14 +2023-05-11 16:44:39,687 - icews14 - [INFO] - [E:117| 500]: Train Loss:0.001534, Val MRR:0.41677, icews14 +2023-05-11 16:45:22,719 - icews14 - [INFO] - [E:117| 600]: Train Loss:0.0015334, Val MRR:0.41677, icews14 +2023-05-11 16:46:15,733 - icews14 - [INFO] - [E:117| 700]: Train Loss:0.0015331, Val MRR:0.41677, icews14 +2023-05-11 16:47:08,809 - icews14 - [INFO] - [E:117| 800]: Train Loss:0.0015331, Val MRR:0.41677, icews14 +2023-05-11 16:47:56,976 - icews14 - [INFO] - [E:117| 900]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 16:48:50,252 - icews14 - [INFO] - [E:117| 1000]: Train Loss:0.0015333, Val MRR:0.41677, icews14 +2023-05-11 16:49:43,123 - icews14 - [INFO] - [E:117| 1100]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 16:50:36,070 - icews14 - [INFO] - [E:117| 1200]: Train Loss:0.0015333, Val MRR:0.41677, icews14 +2023-05-11 16:51:28,878 - icews14 - [INFO] - [E:117| 1300]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 16:52:21,852 - icews14 - [INFO] - [E:117| 1400]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 16:53:12,004 - icews14 - [INFO] - [E:117| 1500]: Train Loss:0.0015333, Val MRR:0.41677, icews14 +2023-05-11 16:53:57,090 - icews14 - [INFO] - [E:117| 1600]: Train Loss:0.0015335, Val MRR:0.41677, icews14 +2023-05-11 16:54:50,029 - icews14 - [INFO] - [E:117| 1700]: Train Loss:0.0015335, Val MRR:0.41677, icews14 +2023-05-11 16:55:43,056 - icews14 - [INFO] - [E:117| 1800]: Train Loss:0.0015336, Val MRR:0.41677, icews14 +2023-05-11 16:56:35,973 - icews14 - [INFO] - [E:117| 1900]: Train Loss:0.0015338, Val MRR:0.41677, icews14 +2023-05-11 16:56:57,734 - icews14 - [INFO] - [Epoch:117]: Training Loss:0.001534 + +2023-05-11 16:56:57,887 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 16:57:17,213 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 16:57:22,837 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 16:57:42,029 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 16:57:47,299 - icews14 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.44249, Head : 0.38613, Avg : 0.41431 + +2023-05-11 16:57:47,300 - icews14 - [INFO] - [Epoch 117]: Training Loss: 0.0015337, Valid MRR: 0.41677, + + + +2023-05-11 16:57:47,757 - icews14 - [INFO] - [E:118| 0]: Train Loss:0.0015207, Val MRR:0.41677, icews14 +2023-05-11 16:58:40,973 - icews14 - [INFO] - [E:118| 100]: Train Loss:0.0015367, Val MRR:0.41677, icews14 +2023-05-11 16:59:34,014 - icews14 - [INFO] - [E:118| 200]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:00:26,582 - icews14 - [INFO] - [E:118| 300]: Train Loss:0.0015331, Val MRR:0.41677, icews14 +2023-05-11 17:01:19,699 - icews14 - [INFO] - [E:118| 400]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:02:01,932 - icews14 - [INFO] - [E:118| 500]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:02:55,253 - icews14 - [INFO] - [E:118| 600]: Train Loss:0.0015322, Val MRR:0.41677, icews14 +2023-05-11 17:03:48,272 - icews14 - [INFO] - [E:118| 700]: Train Loss:0.0015324, Val MRR:0.41677, icews14 +2023-05-11 17:04:41,234 - icews14 - [INFO] - [E:118| 800]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:05:33,528 - icews14 - [INFO] - [E:118| 900]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:06:25,345 - icews14 - [INFO] - [E:118| 1000]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:07:18,140 - icews14 - [INFO] - [E:118| 1100]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:08:11,491 - icews14 - [INFO] - [E:118| 1200]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:09:04,379 - icews14 - [INFO] - [E:118| 1300]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:09:52,644 - icews14 - [INFO] - [E:118| 1400]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:10:40,571 - icews14 - [INFO] - [E:118| 1500]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:11:33,479 - icews14 - [INFO] - [E:118| 1600]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:12:26,519 - icews14 - [INFO] - [E:118| 1700]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 17:13:19,656 - icews14 - [INFO] - [E:118| 1800]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 17:14:12,533 - icews14 - [INFO] - [E:118| 1900]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 17:14:34,450 - icews14 - [INFO] - [Epoch:118]: Training Loss:0.001533 + +2023-05-11 17:14:34,605 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 17:14:53,846 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 17:14:58,764 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 17:15:18,049 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 17:15:23,399 - icews14 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.4404, Head : 0.39172, Avg : 0.41606 + +2023-05-11 17:15:23,399 - icews14 - [INFO] - [Epoch 118]: Training Loss: 0.0015332, Valid MRR: 0.41677, + + + +2023-05-11 17:15:24,128 - icews14 - [INFO] - [E:119| 0]: Train Loss:0.0015114, Val MRR:0.41677, icews14 +2023-05-11 17:16:17,298 - icews14 - [INFO] - [E:119| 100]: Train Loss:0.0015298, Val MRR:0.41677, icews14 +2023-05-11 17:17:09,808 - icews14 - [INFO] - [E:119| 200]: Train Loss:0.0015305, Val MRR:0.41677, icews14 +2023-05-11 17:18:02,633 - icews14 - [INFO] - [E:119| 300]: Train Loss:0.0015316, Val MRR:0.41677, icews14 +2023-05-11 17:18:45,003 - icews14 - [INFO] - [E:119| 400]: Train Loss:0.0015318, Val MRR:0.41677, icews14 +2023-05-11 17:19:37,611 - icews14 - [INFO] - [E:119| 500]: Train Loss:0.0015319, Val MRR:0.41677, icews14 +2023-05-11 17:20:30,696 - icews14 - [INFO] - [E:119| 600]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:21:23,722 - icews14 - [INFO] - [E:119| 700]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:22:16,800 - icews14 - [INFO] - [E:119| 800]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:23:09,601 - icews14 - [INFO] - [E:119| 900]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:24:02,571 - icews14 - [INFO] - [E:119| 1000]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 17:24:55,798 - icews14 - [INFO] - [E:119| 1100]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 17:25:48,871 - icews14 - [INFO] - [E:119| 1200]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:26:34,300 - icews14 - [INFO] - [E:119| 1300]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:27:23,727 - icews14 - [INFO] - [E:119| 1400]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:28:16,830 - icews14 - [INFO] - [E:119| 1500]: Train Loss:0.0015331, Val MRR:0.41677, icews14 +2023-05-11 17:29:09,830 - icews14 - [INFO] - [E:119| 1600]: Train Loss:0.0015332, Val MRR:0.41677, icews14 +2023-05-11 17:30:02,910 - icews14 - [INFO] - [E:119| 1700]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:30:56,096 - icews14 - [INFO] - [E:119| 1800]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:31:49,078 - icews14 - [INFO] - [E:119| 1900]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:32:11,573 - icews14 - [INFO] - [Epoch:119]: Training Loss:0.001533 + +2023-05-11 17:32:11,847 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 17:32:30,728 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 17:32:36,092 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 17:32:54,963 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 17:33:00,279 - icews14 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.44277, Head : 0.38766, Avg : 0.41521 + MR: Tail : 689.04, Head : 775.07, Avg : 732.05 + Hit-1: Tail : 0.3555, Head : 0.29712, Avg : 0.32631 + Hit-3: Tail : 0.48695, Head : 0.43088, Avg : 0.45891 + Hit-10: Tail : 0.60626, Head : 0.56026, Avg : 0.58326 +2023-05-11 17:33:00,279 - icews14 - [INFO] - [Epoch 119]: Training Loss: 0.0015331, Valid MRR: 0.41677, + + + +2023-05-11 17:33:00,907 - icews14 - [INFO] - [E:120| 0]: Train Loss:0.0015509, Val MRR:0.41677, icews14 +2023-05-11 17:33:48,373 - icews14 - [INFO] - [E:120| 100]: Train Loss:0.0015339, Val MRR:0.41677, icews14 +2023-05-11 17:34:40,973 - icews14 - [INFO] - [E:120| 200]: Train Loss:0.0015315, Val MRR:0.41677, icews14 +2023-05-11 17:35:23,644 - icews14 - [INFO] - [E:120| 300]: Train Loss:0.0015319, Val MRR:0.41677, icews14 +2023-05-11 17:36:16,647 - icews14 - [INFO] - [E:120| 400]: Train Loss:0.0015322, Val MRR:0.41677, icews14 +2023-05-11 17:37:09,797 - icews14 - [INFO] - [E:120| 500]: Train Loss:0.0015321, Val MRR:0.41677, icews14 +2023-05-11 17:38:02,961 - icews14 - [INFO] - [E:120| 600]: Train Loss:0.0015323, Val MRR:0.41677, icews14 +2023-05-11 17:38:55,580 - icews14 - [INFO] - [E:120| 700]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:39:47,585 - icews14 - [INFO] - [E:120| 800]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:40:39,660 - icews14 - [INFO] - [E:120| 900]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:41:32,087 - icews14 - [INFO] - [E:120| 1000]: Train Loss:0.0015328, Val MRR:0.41677, icews14 +2023-05-11 17:42:25,032 - icews14 - [INFO] - [E:120| 1100]: Train Loss:0.001533, Val MRR:0.41677, icews14 +2023-05-11 17:43:13,232 - icews14 - [INFO] - [E:120| 1200]: Train Loss:0.0015329, Val MRR:0.41677, icews14 +2023-05-11 17:44:00,389 - icews14 - [INFO] - [E:120| 1300]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:44:53,328 - icews14 - [INFO] - [E:120| 1400]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:45:46,405 - icews14 - [INFO] - [E:120| 1500]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:46:39,548 - icews14 - [INFO] - [E:120| 1600]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:47:32,808 - icews14 - [INFO] - [E:120| 1700]: Train Loss:0.0015325, Val MRR:0.41677, icews14 +2023-05-11 17:48:25,941 - icews14 - [INFO] - [E:120| 1800]: Train Loss:0.0015326, Val MRR:0.41677, icews14 +2023-05-11 17:49:18,918 - icews14 - [INFO] - [E:120| 1900]: Train Loss:0.0015327, Val MRR:0.41677, icews14 +2023-05-11 17:49:40,853 - icews14 - [INFO] - [Epoch:120]: Training Loss:0.001533 + +2023-05-11 17:49:41,006 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 17:50:00,254 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 17:50:05,705 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 17:50:24,853 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 17:50:30,233 - icews14 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.44414, Head : 0.39221, Avg : 0.41817 + +2023-05-11 17:50:31,512 - icews14 - [INFO] - [Epoch 120]: Training Loss: 0.0015327, Valid MRR: 0.41817, + + + +2023-05-11 17:50:32,235 - icews14 - [INFO] - [E:121| 0]: Train Loss:0.0015325, Val MRR:0.41817, icews14 +2023-05-11 17:51:24,303 - icews14 - [INFO] - [E:121| 100]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 17:52:06,927 - icews14 - [INFO] - [E:121| 200]: Train Loss:0.0015335, Val MRR:0.41817, icews14 +2023-05-11 17:53:00,006 - icews14 - [INFO] - [E:121| 300]: Train Loss:0.001533, Val MRR:0.41817, icews14 +2023-05-11 17:53:53,048 - icews14 - [INFO] - [E:121| 400]: Train Loss:0.0015328, Val MRR:0.41817, icews14 +2023-05-11 17:54:46,162 - icews14 - [INFO] - [E:121| 500]: Train Loss:0.0015327, Val MRR:0.41817, icews14 +2023-05-11 17:55:39,013 - icews14 - [INFO] - [E:121| 600]: Train Loss:0.0015325, Val MRR:0.41817, icews14 +2023-05-11 17:56:32,206 - icews14 - [INFO] - [E:121| 700]: Train Loss:0.0015326, Val MRR:0.41817, icews14 +2023-05-11 17:57:25,408 - icews14 - [INFO] - [E:121| 800]: Train Loss:0.0015322, Val MRR:0.41817, icews14 +2023-05-11 17:58:18,501 - icews14 - [INFO] - [E:121| 900]: Train Loss:0.0015319, Val MRR:0.41817, icews14 +2023-05-11 17:59:11,569 - icews14 - [INFO] - [E:121| 1000]: Train Loss:0.001532, Val MRR:0.41817, icews14 +2023-05-11 17:59:56,883 - icews14 - [INFO] - [E:121| 1100]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:00:46,821 - icews14 - [INFO] - [E:121| 1200]: Train Loss:0.0015316, Val MRR:0.41817, icews14 +2023-05-11 18:01:39,519 - icews14 - [INFO] - [E:121| 1300]: Train Loss:0.0015316, Val MRR:0.41817, icews14 +2023-05-11 18:02:32,389 - icews14 - [INFO] - [E:121| 1400]: Train Loss:0.0015314, Val MRR:0.41817, icews14 +2023-05-11 18:03:25,305 - icews14 - [INFO] - [E:121| 1500]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:04:18,535 - icews14 - [INFO] - [E:121| 1600]: Train Loss:0.0015319, Val MRR:0.41817, icews14 +2023-05-11 18:05:11,536 - icews14 - [INFO] - [E:121| 1700]: Train Loss:0.001532, Val MRR:0.41817, icews14 +2023-05-11 18:06:04,709 - icews14 - [INFO] - [E:121| 1800]: Train Loss:0.0015319, Val MRR:0.41817, icews14 +2023-05-11 18:06:57,696 - icews14 - [INFO] - [E:121| 1900]: Train Loss:0.0015321, Val MRR:0.41817, icews14 +2023-05-11 18:07:19,898 - icews14 - [INFO] - [Epoch:121]: Training Loss:0.001532 + +2023-05-11 18:07:20,171 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 18:07:38,845 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 18:07:44,117 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 18:08:02,401 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 18:08:05,425 - icews14 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.44268, Head : 0.38826, Avg : 0.41547 + +2023-05-11 18:08:05,425 - icews14 - [INFO] - [Epoch 121]: Training Loss: 0.0015321, Valid MRR: 0.41817, + + + +2023-05-11 18:08:05,784 - icews14 - [INFO] - [E:122| 0]: Train Loss:0.0015089, Val MRR:0.41817, icews14 +2023-05-11 18:08:50,443 - icews14 - [INFO] - [E:122| 100]: Train Loss:0.0015324, Val MRR:0.41817, icews14 +2023-05-11 18:09:43,611 - icews14 - [INFO] - [E:122| 200]: Train Loss:0.0015307, Val MRR:0.41817, icews14 +2023-05-11 18:10:36,801 - icews14 - [INFO] - [E:122| 300]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 18:11:30,020 - icews14 - [INFO] - [E:122| 400]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:12:22,925 - icews14 - [INFO] - [E:122| 500]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:13:15,775 - icews14 - [INFO] - [E:122| 600]: Train Loss:0.001532, Val MRR:0.41817, icews14 +2023-05-11 18:14:08,630 - icews14 - [INFO] - [E:122| 700]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:15:01,289 - icews14 - [INFO] - [E:122| 800]: Train Loss:0.0015314, Val MRR:0.41817, icews14 +2023-05-11 18:15:53,929 - icews14 - [INFO] - [E:122| 900]: Train Loss:0.0015313, Val MRR:0.41817, icews14 +2023-05-11 18:16:37,052 - icews14 - [INFO] - [E:122| 1000]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:17:29,346 - icews14 - [INFO] - [E:122| 1100]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:18:22,097 - icews14 - [INFO] - [E:122| 1200]: Train Loss:0.0015315, Val MRR:0.41817, icews14 +2023-05-11 18:19:15,223 - icews14 - [INFO] - [E:122| 1300]: Train Loss:0.0015317, Val MRR:0.41817, icews14 +2023-05-11 18:20:03,783 - icews14 - [INFO] - [E:122| 1400]: Train Loss:0.0015317, Val MRR:0.41817, icews14 +2023-05-11 18:20:56,893 - icews14 - [INFO] - [E:122| 1500]: Train Loss:0.0015316, Val MRR:0.41817, icews14 +2023-05-11 18:21:49,846 - icews14 - [INFO] - [E:122| 1600]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:22:43,145 - icews14 - [INFO] - [E:122| 1700]: Train Loss:0.0015318, Val MRR:0.41817, icews14 +2023-05-11 18:23:36,219 - icews14 - [INFO] - [E:122| 1800]: Train Loss:0.0015319, Val MRR:0.41817, icews14 +2023-05-11 18:24:29,371 - icews14 - [INFO] - [E:122| 1900]: Train Loss:0.001532, Val MRR:0.41817, icews14 +2023-05-11 18:24:49,866 - icews14 - [INFO] - [Epoch:122]: Training Loss:0.001532 + +2023-05-11 18:24:49,977 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 18:25:00,868 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 18:25:03,999 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 18:25:21,776 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 18:25:27,116 - icews14 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.44071, Head : 0.39092, Avg : 0.41581 + +2023-05-11 18:25:27,116 - icews14 - [INFO] - [Epoch 122]: Training Loss: 0.0015321, Valid MRR: 0.41817, + + + +2023-05-11 18:25:27,524 - icews14 - [INFO] - [E:123| 0]: Train Loss:0.0015184, Val MRR:0.41817, icews14 +2023-05-11 18:26:20,710 - icews14 - [INFO] - [E:123| 100]: Train Loss:0.0015271, Val MRR:0.41817, icews14 +2023-05-11 18:27:13,789 - icews14 - [INFO] - [E:123| 200]: Train Loss:0.0015284, Val MRR:0.41817, icews14 +2023-05-11 18:28:06,792 - icews14 - [INFO] - [E:123| 300]: Train Loss:0.0015296, Val MRR:0.41817, icews14 +2023-05-11 18:28:59,984 - icews14 - [INFO] - [E:123| 400]: Train Loss:0.0015298, Val MRR:0.41817, icews14 +2023-05-11 18:29:52,907 - icews14 - [INFO] - [E:123| 500]: Train Loss:0.0015299, Val MRR:0.41817, icews14 +2023-05-11 18:30:46,013 - icews14 - [INFO] - [E:123| 600]: Train Loss:0.0015301, Val MRR:0.41817, icews14 +2023-05-11 18:31:38,788 - icews14 - [INFO] - [E:123| 700]: Train Loss:0.0015302, Val MRR:0.41817, icews14 +2023-05-11 18:32:31,919 - icews14 - [INFO] - [E:123| 800]: Train Loss:0.0015307, Val MRR:0.41817, icews14 +2023-05-11 18:33:18,161 - icews14 - [INFO] - [E:123| 900]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 18:34:07,303 - icews14 - [INFO] - [E:123| 1000]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 18:35:00,624 - icews14 - [INFO] - [E:123| 1100]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:35:53,691 - icews14 - [INFO] - [E:123| 1200]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:36:46,516 - icews14 - [INFO] - [E:123| 1300]: Train Loss:0.001531, Val MRR:0.41817, icews14 +2023-05-11 18:37:39,484 - icews14 - [INFO] - [E:123| 1400]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:38:32,019 - icews14 - [INFO] - [E:123| 1500]: Train Loss:0.0015314, Val MRR:0.41817, icews14 +2023-05-11 18:39:24,981 - icews14 - [INFO] - [E:123| 1600]: Train Loss:0.0015313, Val MRR:0.41817, icews14 +2023-05-11 18:40:18,005 - icews14 - [INFO] - [E:123| 1700]: Train Loss:0.0015313, Val MRR:0.41817, icews14 +2023-05-11 18:41:10,951 - icews14 - [INFO] - [E:123| 1800]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:41:53,652 - icews14 - [INFO] - [E:123| 1900]: Train Loss:0.0015313, Val MRR:0.41817, icews14 +2023-05-11 18:42:15,449 - icews14 - [INFO] - [Epoch:123]: Training Loss:0.001531 + +2023-05-11 18:42:15,583 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 18:42:34,848 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 18:42:40,317 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 18:42:59,323 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 18:43:04,721 - icews14 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.44195, Head : 0.38849, Avg : 0.41522 + +2023-05-11 18:43:04,721 - icews14 - [INFO] - [Epoch 123]: Training Loss: 0.0015314, Valid MRR: 0.41817, + + + +2023-05-11 18:43:05,219 - icews14 - [INFO] - [E:124| 0]: Train Loss:0.0015214, Val MRR:0.41817, icews14 +2023-05-11 18:43:58,216 - icews14 - [INFO] - [E:124| 100]: Train Loss:0.0015283, Val MRR:0.41817, icews14 +2023-05-11 18:44:51,245 - icews14 - [INFO] - [E:124| 200]: Train Loss:0.0015273, Val MRR:0.41817, icews14 +2023-05-11 18:45:44,557 - icews14 - [INFO] - [E:124| 300]: Train Loss:0.0015292, Val MRR:0.41817, icews14 +2023-05-11 18:46:37,558 - icews14 - [INFO] - [E:124| 400]: Train Loss:0.0015295, Val MRR:0.41817, icews14 +2023-05-11 18:47:30,122 - icews14 - [INFO] - [E:124| 500]: Train Loss:0.0015299, Val MRR:0.41817, icews14 +2023-05-11 18:48:22,766 - icews14 - [INFO] - [E:124| 600]: Train Loss:0.0015303, Val MRR:0.41817, icews14 +2023-05-11 18:49:15,380 - icews14 - [INFO] - [E:124| 700]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 18:49:59,259 - icews14 - [INFO] - [E:124| 800]: Train Loss:0.0015306, Val MRR:0.41817, icews14 +2023-05-11 18:50:50,531 - icews14 - [INFO] - [E:124| 900]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:51:43,309 - icews14 - [INFO] - [E:124| 1000]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:52:36,069 - icews14 - [INFO] - [E:124| 1100]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:53:29,010 - icews14 - [INFO] - [E:124| 1200]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:54:21,836 - icews14 - [INFO] - [E:124| 1300]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:55:14,626 - icews14 - [INFO] - [E:124| 1400]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:56:07,618 - icews14 - [INFO] - [E:124| 1500]: Train Loss:0.001531, Val MRR:0.41817, icews14 +2023-05-11 18:57:00,417 - icews14 - [INFO] - [E:124| 1600]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 18:57:53,503 - icews14 - [INFO] - [E:124| 1700]: Train Loss:0.0015309, Val MRR:0.41817, icews14 +2023-05-11 18:58:36,030 - icews14 - [INFO] - [E:124| 1800]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:59:28,820 - icews14 - [INFO] - [E:124| 1900]: Train Loss:0.0015312, Val MRR:0.41817, icews14 +2023-05-11 18:59:50,700 - icews14 - [INFO] - [Epoch:124]: Training Loss:0.001531 + +2023-05-11 18:59:50,849 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 19:00:09,971 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 19:00:15,503 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 19:00:34,539 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 19:00:39,794 - icews14 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.44256, Head : 0.3903, Avg : 0.41643 + +2023-05-11 19:00:39,794 - icews14 - [INFO] - [Epoch 124]: Training Loss: 0.0015313, Valid MRR: 0.41817, + + + +2023-05-11 19:00:40,528 - icews14 - [INFO] - [E:125| 0]: Train Loss:0.0015258, Val MRR:0.41817, icews14 +2023-05-11 19:01:33,534 - icews14 - [INFO] - [E:125| 100]: Train Loss:0.0015311, Val MRR:0.41817, icews14 +2023-05-11 19:02:26,691 - icews14 - [INFO] - [E:125| 200]: Train Loss:0.0015304, Val MRR:0.41817, icews14 +2023-05-11 19:03:19,554 - icews14 - [INFO] - [E:125| 300]: Train Loss:0.0015295, Val MRR:0.41817, icews14 +2023-05-11 19:04:12,594 - icews14 - [INFO] - [E:125| 400]: Train Loss:0.0015299, Val MRR:0.41817, icews14 +2023-05-11 19:05:05,679 - icews14 - [INFO] - [E:125| 500]: Train Loss:0.0015301, Val MRR:0.41817, icews14 +2023-05-11 19:05:53,704 - icews14 - [INFO] - [E:125| 600]: Train Loss:0.0015306, Val MRR:0.41817, icews14 +2023-05-11 19:06:40,635 - icews14 - [INFO] - [E:125| 700]: Train Loss:0.0015307, Val MRR:0.41817, icews14 +2023-05-11 19:07:28,777 - icews14 - [INFO] - [E:125| 800]: Train Loss:0.0015308, Val MRR:0.41817, icews14 +2023-05-11 19:08:21,616 - icews14 - [INFO] - [E:125| 900]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:09:14,738 - icews14 - [INFO] - [E:125| 1000]: Train Loss:0.0015306, Val MRR:0.41817, icews14 +2023-05-11 19:10:07,504 - icews14 - [INFO] - [E:125| 1100]: Train Loss:0.0015304, Val MRR:0.41817, icews14 +2023-05-11 19:11:00,451 - icews14 - [INFO] - [E:125| 1200]: Train Loss:0.0015303, Val MRR:0.41817, icews14 +2023-05-11 19:11:53,480 - icews14 - [INFO] - [E:125| 1300]: Train Loss:0.0015304, Val MRR:0.41817, icews14 +2023-05-11 19:12:46,530 - icews14 - [INFO] - [E:125| 1400]: Train Loss:0.0015304, Val MRR:0.41817, icews14 +2023-05-11 19:13:39,584 - icews14 - [INFO] - [E:125| 1500]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:14:32,459 - icews14 - [INFO] - [E:125| 1600]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:15:14,413 - icews14 - [INFO] - [E:125| 1700]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:16:07,299 - icews14 - [INFO] - [E:125| 1800]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:17:00,065 - icews14 - [INFO] - [E:125| 1900]: Train Loss:0.0015305, Val MRR:0.41817, icews14 +2023-05-11 19:17:22,229 - icews14 - [INFO] - [Epoch:125]: Training Loss:0.00153 + +2023-05-11 19:17:22,491 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 19:17:41,190 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 19:17:46,582 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 19:18:05,458 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 19:18:10,769 - icews14 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.44863, Head : 0.39199, Avg : 0.42031 + +2023-05-11 19:18:12,050 - icews14 - [INFO] - [Epoch 125]: Training Loss: 0.0015305, Valid MRR: 0.42031, + + + +2023-05-11 19:18:12,656 - icews14 - [INFO] - [E:126| 0]: Train Loss:0.0015409, Val MRR:0.42031, icews14 +2023-05-11 19:19:05,499 - icews14 - [INFO] - [E:126| 100]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 19:19:58,505 - icews14 - [INFO] - [E:126| 200]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 19:20:51,419 - icews14 - [INFO] - [E:126| 300]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 19:21:43,745 - icews14 - [INFO] - [E:126| 400]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 19:22:36,279 - icews14 - [INFO] - [E:126| 500]: Train Loss:0.0015288, Val MRR:0.42031, icews14 +2023-05-11 19:23:20,099 - icews14 - [INFO] - [E:126| 600]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 19:24:11,500 - icews14 - [INFO] - [E:126| 700]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 19:25:04,453 - icews14 - [INFO] - [E:126| 800]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 19:25:57,297 - icews14 - [INFO] - [E:126| 900]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 19:26:50,186 - icews14 - [INFO] - [E:126| 1000]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 19:27:43,228 - icews14 - [INFO] - [E:126| 1100]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:28:36,577 - icews14 - [INFO] - [E:126| 1200]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:29:29,468 - icews14 - [INFO] - [E:126| 1300]: Train Loss:0.0015297, Val MRR:0.42031, icews14 +2023-05-11 19:30:22,477 - icews14 - [INFO] - [E:126| 1400]: Train Loss:0.0015299, Val MRR:0.42031, icews14 +2023-05-11 19:31:15,380 - icews14 - [INFO] - [E:126| 1500]: Train Loss:0.00153, Val MRR:0.42031, icews14 +2023-05-11 19:31:57,173 - icews14 - [INFO] - [E:126| 1600]: Train Loss:0.0015301, Val MRR:0.42031, icews14 +2023-05-11 19:32:50,018 - icews14 - [INFO] - [E:126| 1700]: Train Loss:0.00153, Val MRR:0.42031, icews14 +2023-05-11 19:33:42,749 - icews14 - [INFO] - [E:126| 1800]: Train Loss:0.0015301, Val MRR:0.42031, icews14 +2023-05-11 19:34:35,778 - icews14 - [INFO] - [E:126| 1900]: Train Loss:0.0015301, Val MRR:0.42031, icews14 +2023-05-11 19:34:57,875 - icews14 - [INFO] - [Epoch:126]: Training Loss:0.00153 + +2023-05-11 19:34:58,009 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 19:35:16,928 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 19:35:22,271 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 19:35:41,466 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 19:35:46,650 - icews14 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.44356, Head : 0.38781, Avg : 0.41569 + +2023-05-11 19:35:46,650 - icews14 - [INFO] - [Epoch 126]: Training Loss: 0.0015303, Valid MRR: 0.42031, + + + +2023-05-11 19:35:47,246 - icews14 - [INFO] - [E:127| 0]: Train Loss:0.0015658, Val MRR:0.42031, icews14 +2023-05-11 19:36:40,659 - icews14 - [INFO] - [E:127| 100]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 19:37:33,697 - icews14 - [INFO] - [E:127| 200]: Train Loss:0.0015282, Val MRR:0.42031, icews14 +2023-05-11 19:38:26,847 - icews14 - [INFO] - [E:127| 300]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 19:39:19,963 - icews14 - [INFO] - [E:127| 400]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 19:40:01,972 - icews14 - [INFO] - [E:127| 500]: Train Loss:0.001529, Val MRR:0.42031, icews14 +2023-05-11 19:40:54,928 - icews14 - [INFO] - [E:127| 600]: Train Loss:0.001529, Val MRR:0.42031, icews14 +2023-05-11 19:41:48,041 - icews14 - [INFO] - [E:127| 700]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 19:42:40,688 - icews14 - [INFO] - [E:127| 800]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 19:43:33,850 - icews14 - [INFO] - [E:127| 900]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 19:44:26,933 - icews14 - [INFO] - [E:127| 1000]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:45:20,358 - icews14 - [INFO] - [E:127| 1100]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:46:13,267 - icews14 - [INFO] - [E:127| 1200]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:47:06,433 - icews14 - [INFO] - [E:127| 1300]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:47:59,411 - icews14 - [INFO] - [E:127| 1400]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 19:48:41,958 - icews14 - [INFO] - [E:127| 1500]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 19:49:35,185 - icews14 - [INFO] - [E:127| 1600]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:50:28,375 - icews14 - [INFO] - [E:127| 1700]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:51:21,265 - icews14 - [INFO] - [E:127| 1800]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:52:09,416 - icews14 - [INFO] - [E:127| 1900]: Train Loss:0.0015299, Val MRR:0.42031, icews14 +2023-05-11 19:52:31,665 - icews14 - [INFO] - [Epoch:127]: Training Loss:0.00153 + +2023-05-11 19:52:31,798 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 19:52:50,679 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 19:52:56,123 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 19:53:15,191 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 19:53:20,431 - icews14 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.4453, Head : 0.39112, Avg : 0.41821 + +2023-05-11 19:53:20,431 - icews14 - [INFO] - [Epoch 127]: Training Loss: 0.0015299, Valid MRR: 0.42031, + + + +2023-05-11 19:53:21,033 - icews14 - [INFO] - [E:128| 0]: Train Loss:0.0015288, Val MRR:0.42031, icews14 +2023-05-11 19:54:14,020 - icews14 - [INFO] - [E:128| 100]: Train Loss:0.0015307, Val MRR:0.42031, icews14 +2023-05-11 19:55:06,862 - icews14 - [INFO] - [E:128| 200]: Train Loss:0.0015303, Val MRR:0.42031, icews14 +2023-05-11 19:55:59,908 - icews14 - [INFO] - [E:128| 300]: Train Loss:0.0015313, Val MRR:0.42031, icews14 +2023-05-11 19:56:43,204 - icews14 - [INFO] - [E:128| 400]: Train Loss:0.0015303, Val MRR:0.42031, icews14 +2023-05-11 19:57:35,682 - icews14 - [INFO] - [E:128| 500]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 19:58:28,516 - icews14 - [INFO] - [E:128| 600]: Train Loss:0.0015298, Val MRR:0.42031, icews14 +2023-05-11 19:59:21,387 - icews14 - [INFO] - [E:128| 700]: Train Loss:0.0015296, Val MRR:0.42031, icews14 +2023-05-11 20:00:14,567 - icews14 - [INFO] - [E:128| 800]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:01:07,610 - icews14 - [INFO] - [E:128| 900]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:02:00,799 - icews14 - [INFO] - [E:128| 1000]: Train Loss:0.001529, Val MRR:0.42031, icews14 +2023-05-11 20:02:53,678 - icews14 - [INFO] - [E:128| 1100]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:03:46,646 - icews14 - [INFO] - [E:128| 1200]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:04:39,621 - icews14 - [INFO] - [E:128| 1300]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:05:22,036 - icews14 - [INFO] - [E:128| 1400]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:06:14,977 - icews14 - [INFO] - [E:128| 1500]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:07:07,446 - icews14 - [INFO] - [E:128| 1600]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 20:08:00,447 - icews14 - [INFO] - [E:128| 1700]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 20:08:53,481 - icews14 - [INFO] - [E:128| 1800]: Train Loss:0.0015295, Val MRR:0.42031, icews14 +2023-05-11 20:09:46,807 - icews14 - [INFO] - [E:128| 1900]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:10:08,526 - icews14 - [INFO] - [Epoch:128]: Training Loss:0.001529 + +2023-05-11 20:10:08,679 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 20:10:27,756 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 20:10:33,454 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 20:10:52,735 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 20:10:58,000 - icews14 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.44515, Head : 0.39351, Avg : 0.41933 + +2023-05-11 20:10:58,000 - icews14 - [INFO] - [Epoch 128]: Training Loss: 0.0015295, Valid MRR: 0.42031, + + + +2023-05-11 20:10:58,430 - icews14 - [INFO] - [E:129| 0]: Train Loss:0.0015125, Val MRR:0.42031, icews14 +2023-05-11 20:11:51,592 - icews14 - [INFO] - [E:129| 100]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:12:44,541 - icews14 - [INFO] - [E:129| 200]: Train Loss:0.0015299, Val MRR:0.42031, icews14 +2023-05-11 20:13:27,062 - icews14 - [INFO] - [E:129| 300]: Train Loss:0.001529, Val MRR:0.42031, icews14 +2023-05-11 20:14:20,066 - icews14 - [INFO] - [E:129| 400]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:15:12,939 - icews14 - [INFO] - [E:129| 500]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:16:06,014 - icews14 - [INFO] - [E:129| 600]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:16:59,180 - icews14 - [INFO] - [E:129| 700]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:17:52,171 - icews14 - [INFO] - [E:129| 800]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:18:45,176 - icews14 - [INFO] - [E:129| 900]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:19:37,585 - icews14 - [INFO] - [E:129| 1000]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:20:30,514 - icews14 - [INFO] - [E:129| 1100]: Train Loss:0.0015289, Val MRR:0.42031, icews14 +2023-05-11 20:21:23,385 - icews14 - [INFO] - [E:129| 1200]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:22:06,139 - icews14 - [INFO] - [E:129| 1300]: Train Loss:0.0015289, Val MRR:0.42031, icews14 +2023-05-11 20:22:59,058 - icews14 - [INFO] - [E:129| 1400]: Train Loss:0.0015291, Val MRR:0.42031, icews14 +2023-05-11 20:23:51,914 - icews14 - [INFO] - [E:129| 1500]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:24:44,380 - icews14 - [INFO] - [E:129| 1600]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:25:37,559 - icews14 - [INFO] - [E:129| 1700]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:26:30,727 - icews14 - [INFO] - [E:129| 1800]: Train Loss:0.0015294, Val MRR:0.42031, icews14 +2023-05-11 20:27:23,908 - icews14 - [INFO] - [E:129| 1900]: Train Loss:0.0015293, Val MRR:0.42031, icews14 +2023-05-11 20:27:46,094 - icews14 - [INFO] - [Epoch:129]: Training Loss:0.001529 + +2023-05-11 20:27:46,249 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 20:28:05,704 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 20:28:11,127 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 20:28:29,765 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 20:28:35,129 - icews14 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.44473, Head : 0.39, Avg : 0.41736 + MR: Tail : 680.87, Head : 788.03, Avg : 734.45 + Hit-1: Tail : 0.35672, Head : 0.30064, Avg : 0.32868 + Hit-3: Tail : 0.49181, Head : 0.43403, Avg : 0.46292 + Hit-10: Tail : 0.60978, Head : 0.55978, Avg : 0.58478 +2023-05-11 20:28:35,129 - icews14 - [INFO] - [Epoch 129]: Training Loss: 0.0015294, Valid MRR: 0.42031, + + + +2023-05-11 20:28:35,542 - icews14 - [INFO] - [E:130| 0]: Train Loss:0.0015204, Val MRR:0.42031, icews14 +2023-05-11 20:29:28,152 - icews14 - [INFO] - [E:130| 100]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 20:30:10,150 - icews14 - [INFO] - [E:130| 200]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 20:31:02,563 - icews14 - [INFO] - [E:130| 300]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 20:31:55,033 - icews14 - [INFO] - [E:130| 400]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:32:48,179 - icews14 - [INFO] - [E:130| 500]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 20:33:41,176 - icews14 - [INFO] - [E:130| 600]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:34:34,532 - icews14 - [INFO] - [E:130| 700]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 20:35:27,701 - icews14 - [INFO] - [E:130| 800]: Train Loss:0.0015281, Val MRR:0.42031, icews14 +2023-05-11 20:36:20,672 - icews14 - [INFO] - [E:130| 900]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:37:13,639 - icews14 - [INFO] - [E:130| 1000]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:38:02,167 - icews14 - [INFO] - [E:130| 1100]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 20:38:44,937 - icews14 - [INFO] - [E:130| 1200]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 20:39:37,911 - icews14 - [INFO] - [E:130| 1300]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 20:40:30,947 - icews14 - [INFO] - [E:130| 1400]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:41:23,696 - icews14 - [INFO] - [E:130| 1500]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:42:16,416 - icews14 - [INFO] - [E:130| 1600]: Train Loss:0.0015288, Val MRR:0.42031, icews14 +2023-05-11 20:43:09,528 - icews14 - [INFO] - [E:130| 1700]: Train Loss:0.0015288, Val MRR:0.42031, icews14 +2023-05-11 20:44:02,751 - icews14 - [INFO] - [E:130| 1800]: Train Loss:0.0015289, Val MRR:0.42031, icews14 +2023-05-11 20:44:55,864 - icews14 - [INFO] - [E:130| 1900]: Train Loss:0.0015289, Val MRR:0.42031, icews14 +2023-05-11 20:45:17,961 - icews14 - [INFO] - [Epoch:130]: Training Loss:0.001529 + +2023-05-11 20:45:18,113 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 20:45:37,424 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 20:45:42,871 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 20:46:01,735 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 20:46:07,037 - icews14 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.4443, Head : 0.39013, Avg : 0.41722 + +2023-05-11 20:46:07,037 - icews14 - [INFO] - [Epoch 130]: Training Loss: 0.0015291, Valid MRR: 0.42031, + + + +2023-05-11 20:46:07,540 - icews14 - [INFO] - [E:131| 0]: Train Loss:0.0015018, Val MRR:0.42031, icews14 +2023-05-11 20:46:49,732 - icews14 - [INFO] - [E:131| 100]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 20:47:42,661 - icews14 - [INFO] - [E:131| 200]: Train Loss:0.0015292, Val MRR:0.42031, icews14 +2023-05-11 20:48:35,771 - icews14 - [INFO] - [E:131| 300]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 20:49:28,818 - icews14 - [INFO] - [E:131| 400]: Train Loss:0.0015278, Val MRR:0.42031, icews14 +2023-05-11 20:50:22,016 - icews14 - [INFO] - [E:131| 500]: Train Loss:0.001528, Val MRR:0.42031, icews14 +2023-05-11 20:51:15,127 - icews14 - [INFO] - [E:131| 600]: Train Loss:0.0015282, Val MRR:0.42031, icews14 +2023-05-11 20:52:08,106 - icews14 - [INFO] - [E:131| 700]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:53:01,014 - icews14 - [INFO] - [E:131| 800]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 20:53:53,803 - icews14 - [INFO] - [E:131| 900]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 20:54:46,421 - icews14 - [INFO] - [E:131| 1000]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:55:29,122 - icews14 - [INFO] - [E:131| 1100]: Train Loss:0.0015285, Val MRR:0.42031, icews14 +2023-05-11 20:56:22,339 - icews14 - [INFO] - [E:131| 1200]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:57:15,343 - icews14 - [INFO] - [E:131| 1300]: Train Loss:0.0015287, Val MRR:0.42031, icews14 +2023-05-11 20:58:07,862 - icews14 - [INFO] - [E:131| 1400]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:59:00,472 - icews14 - [INFO] - [E:131| 1500]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 20:59:53,559 - icews14 - [INFO] - [E:131| 1600]: Train Loss:0.0015286, Val MRR:0.42031, icews14 +2023-05-11 21:00:46,332 - icews14 - [INFO] - [E:131| 1700]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 21:01:39,104 - icews14 - [INFO] - [E:131| 1800]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 21:02:32,219 - icews14 - [INFO] - [E:131| 1900]: Train Loss:0.0015283, Val MRR:0.42031, icews14 +2023-05-11 21:02:53,983 - icews14 - [INFO] - [Epoch:131]: Training Loss:0.001528 + +2023-05-11 21:02:54,255 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 21:03:08,801 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 21:03:11,933 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 21:03:23,901 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 21:03:29,093 - icews14 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.44333, Head : 0.38864, Avg : 0.41599 + +2023-05-11 21:03:29,093 - icews14 - [INFO] - [Epoch 131]: Training Loss: 0.0015283, Valid MRR: 0.42031, + + + +2023-05-11 21:03:29,499 - icews14 - [INFO] - [E:132| 0]: Train Loss:0.0015206, Val MRR:0.42031, icews14 +2023-05-11 21:04:22,694 - icews14 - [INFO] - [E:132| 100]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:05:14,888 - icews14 - [INFO] - [E:132| 200]: Train Loss:0.0015279, Val MRR:0.42031, icews14 +2023-05-11 21:06:08,278 - icews14 - [INFO] - [E:132| 300]: Train Loss:0.0015281, Val MRR:0.42031, icews14 +2023-05-11 21:07:01,211 - icews14 - [INFO] - [E:132| 400]: Train Loss:0.0015284, Val MRR:0.42031, icews14 +2023-05-11 21:07:54,357 - icews14 - [INFO] - [E:132| 500]: Train Loss:0.0015282, Val MRR:0.42031, icews14 +2023-05-11 21:08:47,345 - icews14 - [INFO] - [E:132| 600]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:09:40,139 - icews14 - [INFO] - [E:132| 700]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:10:33,021 - icews14 - [INFO] - [E:132| 800]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 21:11:24,004 - icews14 - [INFO] - [E:132| 900]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:12:08,581 - icews14 - [INFO] - [E:132| 1000]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:13:01,747 - icews14 - [INFO] - [E:132| 1100]: Train Loss:0.0015271, Val MRR:0.42031, icews14 +2023-05-11 21:13:54,875 - icews14 - [INFO] - [E:132| 1200]: Train Loss:0.0015273, Val MRR:0.42031, icews14 +2023-05-11 21:14:47,942 - icews14 - [INFO] - [E:132| 1300]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:15:40,517 - icews14 - [INFO] - [E:132| 1400]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:16:33,401 - icews14 - [INFO] - [E:132| 1500]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:17:26,340 - icews14 - [INFO] - [E:132| 1600]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 21:18:19,481 - icews14 - [INFO] - [E:132| 1700]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:19:12,485 - icews14 - [INFO] - [E:132| 1800]: Train Loss:0.0015278, Val MRR:0.42031, icews14 +2023-05-11 21:19:56,033 - icews14 - [INFO] - [E:132| 1900]: Train Loss:0.0015278, Val MRR:0.42031, icews14 +2023-05-11 21:20:16,997 - icews14 - [INFO] - [Epoch:132]: Training Loss:0.001528 + +2023-05-11 21:20:17,129 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 21:20:36,139 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 21:20:41,733 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 21:21:01,078 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 21:21:06,376 - icews14 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.44453, Head : 0.39363, Avg : 0.41908 + +2023-05-11 21:21:06,376 - icews14 - [INFO] - [Epoch 132]: Training Loss: 0.0015278, Valid MRR: 0.42031, + + + +2023-05-11 21:21:07,075 - icews14 - [INFO] - [E:133| 0]: Train Loss:0.00152, Val MRR:0.42031, icews14 +2023-05-11 21:22:00,282 - icews14 - [INFO] - [E:133| 100]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 21:22:53,380 - icews14 - [INFO] - [E:133| 200]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:23:41,670 - icews14 - [INFO] - [E:133| 300]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 21:24:34,773 - icews14 - [INFO] - [E:133| 400]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 21:25:27,758 - icews14 - [INFO] - [E:133| 500]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:26:20,478 - icews14 - [INFO] - [E:133| 600]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:27:13,521 - icews14 - [INFO] - [E:133| 700]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:28:06,546 - icews14 - [INFO] - [E:133| 800]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 21:28:49,462 - icews14 - [INFO] - [E:133| 900]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:29:42,289 - icews14 - [INFO] - [E:133| 1000]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 21:30:35,453 - icews14 - [INFO] - [E:133| 1100]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:31:28,638 - icews14 - [INFO] - [E:133| 1200]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:32:21,342 - icews14 - [INFO] - [E:133| 1300]: Train Loss:0.0015277, Val MRR:0.42031, icews14 +2023-05-11 21:33:13,470 - icews14 - [INFO] - [E:133| 1400]: Train Loss:0.0015278, Val MRR:0.42031, icews14 +2023-05-11 21:34:06,696 - icews14 - [INFO] - [E:133| 1500]: Train Loss:0.0015279, Val MRR:0.42031, icews14 +2023-05-11 21:34:59,967 - icews14 - [INFO] - [E:133| 1600]: Train Loss:0.0015279, Val MRR:0.42031, icews14 +2023-05-11 21:35:52,971 - icews14 - [INFO] - [E:133| 1700]: Train Loss:0.001528, Val MRR:0.42031, icews14 +2023-05-11 21:36:39,186 - icews14 - [INFO] - [E:133| 1800]: Train Loss:0.001528, Val MRR:0.42031, icews14 +2023-05-11 21:37:28,134 - icews14 - [INFO] - [E:133| 1900]: Train Loss:0.0015279, Val MRR:0.42031, icews14 +2023-05-11 21:37:50,134 - icews14 - [INFO] - [Epoch:133]: Training Loss:0.001528 + +2023-05-11 21:37:50,406 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 21:38:09,504 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 21:38:14,867 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 21:38:34,026 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 21:38:39,323 - icews14 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.44294, Head : 0.38952, Avg : 0.41623 + +2023-05-11 21:38:39,323 - icews14 - [INFO] - [Epoch 133]: Training Loss: 0.0015279, Valid MRR: 0.42031, + + + +2023-05-11 21:38:39,817 - icews14 - [INFO] - [E:134| 0]: Train Loss:0.0015227, Val MRR:0.42031, icews14 +2023-05-11 21:39:33,002 - icews14 - [INFO] - [E:134| 100]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:40:25,786 - icews14 - [INFO] - [E:134| 200]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 21:41:18,749 - icews14 - [INFO] - [E:134| 300]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 21:42:11,321 - icews14 - [INFO] - [E:134| 400]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 21:43:04,320 - icews14 - [INFO] - [E:134| 500]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 21:43:57,255 - icews14 - [INFO] - [E:134| 600]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 21:44:47,382 - icews14 - [INFO] - [E:134| 700]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 21:45:32,875 - icews14 - [INFO] - [E:134| 800]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 21:46:25,892 - icews14 - [INFO] - [E:134| 900]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 21:47:19,016 - icews14 - [INFO] - [E:134| 1000]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 21:48:12,284 - icews14 - [INFO] - [E:134| 1100]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 21:49:05,108 - icews14 - [INFO] - [E:134| 1200]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 21:49:57,556 - icews14 - [INFO] - [E:134| 1300]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:50:50,326 - icews14 - [INFO] - [E:134| 1400]: Train Loss:0.0015273, Val MRR:0.42031, icews14 +2023-05-11 21:51:42,831 - icews14 - [INFO] - [E:134| 1500]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:52:35,714 - icews14 - [INFO] - [E:134| 1600]: Train Loss:0.0015273, Val MRR:0.42031, icews14 +2023-05-11 21:53:18,502 - icews14 - [INFO] - [E:134| 1700]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:54:10,906 - icews14 - [INFO] - [E:134| 1800]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 21:55:03,872 - icews14 - [INFO] - [E:134| 1900]: Train Loss:0.0015276, Val MRR:0.42031, icews14 +2023-05-11 21:55:25,866 - icews14 - [INFO] - [Epoch:134]: Training Loss:0.001528 + +2023-05-11 21:55:26,138 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 21:55:45,366 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 21:55:50,704 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 21:56:09,628 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 21:56:14,919 - icews14 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.44331, Head : 0.38933, Avg : 0.41632 + +2023-05-11 21:56:14,919 - icews14 - [INFO] - [Epoch 134]: Training Loss: 0.0015275, Valid MRR: 0.42031, + + + +2023-05-11 21:56:15,425 - icews14 - [INFO] - [E:135| 0]: Train Loss:0.0015785, Val MRR:0.42031, icews14 +2023-05-11 21:57:08,359 - icews14 - [INFO] - [E:135| 100]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 21:58:01,556 - icews14 - [INFO] - [E:135| 200]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 21:58:54,639 - icews14 - [INFO] - [E:135| 300]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 21:59:47,542 - icews14 - [INFO] - [E:135| 400]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 22:00:40,239 - icews14 - [INFO] - [E:135| 500]: Train Loss:0.0015258, Val MRR:0.42031, icews14 +2023-05-11 22:01:28,618 - icews14 - [INFO] - [E:135| 600]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 22:02:15,468 - icews14 - [INFO] - [E:135| 700]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:03:08,435 - icews14 - [INFO] - [E:135| 800]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:04:01,479 - icews14 - [INFO] - [E:135| 900]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 22:04:54,840 - icews14 - [INFO] - [E:135| 1000]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:05:47,941 - icews14 - [INFO] - [E:135| 1100]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 22:06:40,918 - icews14 - [INFO] - [E:135| 1200]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:07:34,023 - icews14 - [INFO] - [E:135| 1300]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 22:08:27,347 - icews14 - [INFO] - [E:135| 1400]: Train Loss:0.0015271, Val MRR:0.42031, icews14 +2023-05-11 22:09:20,403 - icews14 - [INFO] - [E:135| 1500]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 22:10:01,164 - icews14 - [INFO] - [E:135| 1600]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 22:10:50,472 - icews14 - [INFO] - [E:135| 1700]: Train Loss:0.0015274, Val MRR:0.42031, icews14 +2023-05-11 22:11:43,111 - icews14 - [INFO] - [E:135| 1800]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 22:12:35,612 - icews14 - [INFO] - [E:135| 1900]: Train Loss:0.0015272, Val MRR:0.42031, icews14 +2023-05-11 22:12:57,205 - icews14 - [INFO] - [Epoch:135]: Training Loss:0.001527 + +2023-05-11 22:12:57,360 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 22:13:16,452 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 22:13:21,922 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 22:13:40,754 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 22:13:46,103 - icews14 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.44509, Head : 0.38906, Avg : 0.41708 + +2023-05-11 22:13:46,103 - icews14 - [INFO] - [Epoch 135]: Training Loss: 0.0015273, Valid MRR: 0.42031, + + + +2023-05-11 22:13:46,599 - icews14 - [INFO] - [E:136| 0]: Train Loss:0.001536, Val MRR:0.42031, icews14 +2023-05-11 22:14:40,104 - icews14 - [INFO] - [E:136| 100]: Train Loss:0.0015243, Val MRR:0.42031, icews14 +2023-05-11 22:15:33,024 - icews14 - [INFO] - [E:136| 200]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 22:16:25,858 - icews14 - [INFO] - [E:136| 300]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 22:17:18,872 - icews14 - [INFO] - [E:136| 400]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 22:18:09,661 - icews14 - [INFO] - [E:136| 500]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 22:18:53,977 - icews14 - [INFO] - [E:136| 600]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:19:46,841 - icews14 - [INFO] - [E:136| 700]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 22:20:39,732 - icews14 - [INFO] - [E:136| 800]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:21:33,039 - icews14 - [INFO] - [E:136| 900]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:22:26,198 - icews14 - [INFO] - [E:136| 1000]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:23:19,091 - icews14 - [INFO] - [E:136| 1100]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:24:11,688 - icews14 - [INFO] - [E:136| 1200]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 22:25:04,632 - icews14 - [INFO] - [E:136| 1300]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:25:57,839 - icews14 - [INFO] - [E:136| 1400]: Train Loss:0.001527, Val MRR:0.42031, icews14 +2023-05-11 22:26:41,365 - icews14 - [INFO] - [E:136| 1500]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:27:33,582 - icews14 - [INFO] - [E:136| 1600]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:28:26,092 - icews14 - [INFO] - [E:136| 1700]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:29:19,074 - icews14 - [INFO] - [E:136| 1800]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:30:11,960 - icews14 - [INFO] - [E:136| 1900]: Train Loss:0.0015269, Val MRR:0.42031, icews14 +2023-05-11 22:30:34,268 - icews14 - [INFO] - [Epoch:136]: Training Loss:0.001527 + +2023-05-11 22:30:34,522 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 22:30:53,445 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 22:30:58,875 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 22:31:18,031 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 22:31:23,306 - icews14 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.44604, Head : 0.39203, Avg : 0.41904 + +2023-05-11 22:31:23,306 - icews14 - [INFO] - [Epoch 136]: Training Loss: 0.0015269, Valid MRR: 0.42031, + + + +2023-05-11 22:31:24,025 - icews14 - [INFO] - [E:137| 0]: Train Loss:0.0015459, Val MRR:0.42031, icews14 +2023-05-11 22:32:17,248 - icews14 - [INFO] - [E:137| 100]: Train Loss:0.0015255, Val MRR:0.42031, icews14 +2023-05-11 22:33:10,355 - icews14 - [INFO] - [E:137| 200]: Train Loss:0.0015248, Val MRR:0.42031, icews14 +2023-05-11 22:34:03,278 - icews14 - [INFO] - [E:137| 300]: Train Loss:0.0015251, Val MRR:0.42031, icews14 +2023-05-11 22:34:51,989 - icews14 - [INFO] - [E:137| 400]: Train Loss:0.001525, Val MRR:0.42031, icews14 +2023-05-11 22:35:38,486 - icews14 - [INFO] - [E:137| 500]: Train Loss:0.0015251, Val MRR:0.42031, icews14 +2023-05-11 22:36:31,353 - icews14 - [INFO] - [E:137| 600]: Train Loss:0.0015258, Val MRR:0.42031, icews14 +2023-05-11 22:37:24,037 - icews14 - [INFO] - [E:137| 700]: Train Loss:0.0015256, Val MRR:0.42031, icews14 +2023-05-11 22:38:17,034 - icews14 - [INFO] - [E:137| 800]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 22:39:10,173 - icews14 - [INFO] - [E:137| 900]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 22:40:03,036 - icews14 - [INFO] - [E:137| 1000]: Train Loss:0.001526, Val MRR:0.42031, icews14 +2023-05-11 22:40:55,388 - icews14 - [INFO] - [E:137| 1100]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:41:48,171 - icews14 - [INFO] - [E:137| 1200]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:42:40,966 - icews14 - [INFO] - [E:137| 1300]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:43:23,520 - icews14 - [INFO] - [E:137| 1400]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:44:16,584 - icews14 - [INFO] - [E:137| 1500]: Train Loss:0.0015266, Val MRR:0.42031, icews14 +2023-05-11 22:45:09,111 - icews14 - [INFO] - [E:137| 1600]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:46:01,977 - icews14 - [INFO] - [E:137| 1700]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:46:53,705 - icews14 - [INFO] - [E:137| 1800]: Train Loss:0.0015268, Val MRR:0.42031, icews14 +2023-05-11 22:47:46,550 - icews14 - [INFO] - [E:137| 1900]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:48:08,743 - icews14 - [INFO] - [Epoch:137]: Training Loss:0.001527 + +2023-05-11 22:48:08,995 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 22:48:27,964 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 22:48:33,300 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 22:48:52,314 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 22:48:57,605 - icews14 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.44545, Head : 0.39197, Avg : 0.41871 + +2023-05-11 22:48:57,605 - icews14 - [INFO] - [Epoch 137]: Training Loss: 0.0015268, Valid MRR: 0.42031, + + + +2023-05-11 22:48:58,270 - icews14 - [INFO] - [E:138| 0]: Train Loss:0.0015638, Val MRR:0.42031, icews14 +2023-05-11 22:49:51,235 - icews14 - [INFO] - [E:138| 100]: Train Loss:0.0015275, Val MRR:0.42031, icews14 +2023-05-11 22:50:43,900 - icews14 - [INFO] - [E:138| 200]: Train Loss:0.001526, Val MRR:0.42031, icews14 +2023-05-11 22:51:29,647 - icews14 - [INFO] - [E:138| 300]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:52:19,204 - icews14 - [INFO] - [E:138| 400]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:53:12,204 - icews14 - [INFO] - [E:138| 500]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:54:05,280 - icews14 - [INFO] - [E:138| 600]: Train Loss:0.0015267, Val MRR:0.42031, icews14 +2023-05-11 22:54:58,179 - icews14 - [INFO] - [E:138| 700]: Train Loss:0.0015265, Val MRR:0.42031, icews14 +2023-05-11 22:55:46,444 - icews14 - [INFO] - [E:138| 800]: Train Loss:0.0015263, Val MRR:0.42031, icews14 +2023-05-11 22:56:39,702 - icews14 - [INFO] - [E:138| 900]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 22:57:32,788 - icews14 - [INFO] - [E:138| 1000]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 22:58:25,916 - icews14 - [INFO] - [E:138| 1100]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 22:59:18,657 - icews14 - [INFO] - [E:138| 1200]: Train Loss:0.0015259, Val MRR:0.42031, icews14 +2023-05-11 23:00:01,082 - icews14 - [INFO] - [E:138| 1300]: Train Loss:0.0015261, Val MRR:0.42031, icews14 +2023-05-11 23:00:53,250 - icews14 - [INFO] - [E:138| 1400]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 23:01:46,315 - icews14 - [INFO] - [E:138| 1500]: Train Loss:0.0015262, Val MRR:0.42031, icews14 +2023-05-11 23:02:39,224 - icews14 - [INFO] - [E:138| 1600]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 23:03:32,296 - icews14 - [INFO] - [E:138| 1700]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 23:04:25,408 - icews14 - [INFO] - [E:138| 1800]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 23:05:18,230 - icews14 - [INFO] - [E:138| 1900]: Train Loss:0.0015264, Val MRR:0.42031, icews14 +2023-05-11 23:05:40,186 - icews14 - [INFO] - [Epoch:138]: Training Loss:0.001526 + +2023-05-11 23:05:40,338 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 23:05:59,569 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 23:06:05,165 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 23:06:24,129 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 23:06:29,478 - icews14 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.4475, Head : 0.39348, Avg : 0.42049 + +2023-05-11 23:06:30,784 - icews14 - [INFO] - [Epoch 138]: Training Loss: 0.0015264, Valid MRR: 0.42049, + + + +2023-05-11 23:06:31,292 - icews14 - [INFO] - [E:139| 0]: Train Loss:0.0015518, Val MRR:0.42049, icews14 +2023-05-11 23:07:24,663 - icews14 - [INFO] - [E:139| 100]: Train Loss:0.0015268, Val MRR:0.42049, icews14 +2023-05-11 23:08:12,004 - icews14 - [INFO] - [E:139| 200]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:09:00,370 - icews14 - [INFO] - [E:139| 300]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:09:53,520 - icews14 - [INFO] - [E:139| 400]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:10:46,665 - icews14 - [INFO] - [E:139| 500]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:11:39,684 - icews14 - [INFO] - [E:139| 600]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:12:32,507 - icews14 - [INFO] - [E:139| 700]: Train Loss:0.0015261, Val MRR:0.42049, icews14 +2023-05-11 23:13:25,554 - icews14 - [INFO] - [E:139| 800]: Train Loss:0.0015258, Val MRR:0.42049, icews14 +2023-05-11 23:14:17,862 - icews14 - [INFO] - [E:139| 900]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:15:10,269 - icews14 - [INFO] - [E:139| 1000]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:16:03,574 - icews14 - [INFO] - [E:139| 1100]: Train Loss:0.0015258, Val MRR:0.42049, icews14 +2023-05-11 23:16:46,240 - icews14 - [INFO] - [E:139| 1200]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:17:39,311 - icews14 - [INFO] - [E:139| 1300]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:18:32,316 - icews14 - [INFO] - [E:139| 1400]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:19:24,909 - icews14 - [INFO] - [E:139| 1500]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:20:17,557 - icews14 - [INFO] - [E:139| 1600]: Train Loss:0.0015256, Val MRR:0.42049, icews14 +2023-05-11 23:21:09,945 - icews14 - [INFO] - [E:139| 1700]: Train Loss:0.0015257, Val MRR:0.42049, icews14 +2023-05-11 23:22:02,838 - icews14 - [INFO] - [E:139| 1800]: Train Loss:0.0015258, Val MRR:0.42049, icews14 +2023-05-11 23:22:56,061 - icews14 - [INFO] - [E:139| 1900]: Train Loss:0.0015258, Val MRR:0.42049, icews14 +2023-05-11 23:23:17,801 - icews14 - [INFO] - [Epoch:139]: Training Loss:0.001526 + +2023-05-11 23:23:17,944 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 23:23:37,282 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 23:23:42,807 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 23:24:01,735 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 23:24:07,050 - icews14 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.44311, Head : 0.39151, Avg : 0.41731 + MR: Tail : 684.96, Head : 775.57, Avg : 730.26 + Hit-1: Tail : 0.35453, Head : 0.30246, Avg : 0.3285 + Hit-3: Tail : 0.49035, Head : 0.4344, Avg : 0.46237 + Hit-10: Tail : 0.6082, Head : 0.5605, Avg : 0.58435 +2023-05-11 23:24:07,050 - icews14 - [INFO] - [Epoch 139]: Training Loss: 0.0015258, Valid MRR: 0.42049, + + + +2023-05-11 23:24:07,546 - icews14 - [INFO] - [E:140| 0]: Train Loss:0.0015218, Val MRR:0.42049, icews14 +2023-05-11 23:24:52,987 - icews14 - [INFO] - [E:140| 100]: Train Loss:0.0015286, Val MRR:0.42049, icews14 +2023-05-11 23:25:43,469 - icews14 - [INFO] - [E:140| 200]: Train Loss:0.0015268, Val MRR:0.42049, icews14 +2023-05-11 23:26:36,329 - icews14 - [INFO] - [E:140| 300]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:27:29,293 - icews14 - [INFO] - [E:140| 400]: Train Loss:0.0015254, Val MRR:0.42049, icews14 +2023-05-11 23:28:22,376 - icews14 - [INFO] - [E:140| 500]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:29:15,376 - icews14 - [INFO] - [E:140| 600]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:30:08,343 - icews14 - [INFO] - [E:140| 700]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:31:01,267 - icews14 - [INFO] - [E:140| 800]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:31:53,638 - icews14 - [INFO] - [E:140| 900]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:32:46,185 - icews14 - [INFO] - [E:140| 1000]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:33:27,985 - icews14 - [INFO] - [E:140| 1100]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:34:20,748 - icews14 - [INFO] - [E:140| 1200]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:35:13,629 - icews14 - [INFO] - [E:140| 1300]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:36:06,641 - icews14 - [INFO] - [E:140| 1400]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:36:59,627 - icews14 - [INFO] - [E:140| 1500]: Train Loss:0.0015252, Val MRR:0.42049, icews14 +2023-05-11 23:37:53,038 - icews14 - [INFO] - [E:140| 1600]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:38:46,053 - icews14 - [INFO] - [E:140| 1700]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:39:39,014 - icews14 - [INFO] - [E:140| 1800]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:40:31,923 - icews14 - [INFO] - [E:140| 1900]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:40:54,107 - icews14 - [INFO] - [Epoch:140]: Training Loss:0.001526 + +2023-05-11 23:40:54,380 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 23:41:13,268 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 23:41:17,552 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 23:41:28,419 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 23:41:31,440 - icews14 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.44369, Head : 0.39162, Avg : 0.41766 + +2023-05-11 23:41:31,440 - icews14 - [INFO] - [Epoch 140]: Training Loss: 0.0015256, Valid MRR: 0.42049, + + + +2023-05-11 23:41:31,797 - icews14 - [INFO] - [E:141| 0]: Train Loss:0.0015122, Val MRR:0.42049, icews14 +2023-05-11 23:42:18,425 - icews14 - [INFO] - [E:141| 100]: Train Loss:0.0015245, Val MRR:0.42049, icews14 +2023-05-11 23:43:11,697 - icews14 - [INFO] - [E:141| 200]: Train Loss:0.0015254, Val MRR:0.42049, icews14 +2023-05-11 23:44:04,663 - icews14 - [INFO] - [E:141| 300]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:44:57,776 - icews14 - [INFO] - [E:141| 400]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:45:50,584 - icews14 - [INFO] - [E:141| 500]: Train Loss:0.0015251, Val MRR:0.42049, icews14 +2023-05-11 23:46:43,632 - icews14 - [INFO] - [E:141| 600]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:47:36,360 - icews14 - [INFO] - [E:141| 700]: Train Loss:0.0015247, Val MRR:0.42049, icews14 +2023-05-11 23:48:29,216 - icews14 - [INFO] - [E:141| 800]: Train Loss:0.0015248, Val MRR:0.42049, icews14 +2023-05-11 23:49:21,899 - icews14 - [INFO] - [E:141| 900]: Train Loss:0.0015247, Val MRR:0.42049, icews14 +2023-05-11 23:50:04,638 - icews14 - [INFO] - [E:141| 1000]: Train Loss:0.0015249, Val MRR:0.42049, icews14 +2023-05-11 23:50:57,419 - icews14 - [INFO] - [E:141| 1100]: Train Loss:0.0015249, Val MRR:0.42049, icews14 +2023-05-11 23:51:49,561 - icews14 - [INFO] - [E:141| 1200]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:52:42,338 - icews14 - [INFO] - [E:141| 1300]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:53:35,144 - icews14 - [INFO] - [E:141| 1400]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:54:28,073 - icews14 - [INFO] - [E:141| 1500]: Train Loss:0.001525, Val MRR:0.42049, icews14 +2023-05-11 23:55:20,702 - icews14 - [INFO] - [E:141| 1600]: Train Loss:0.0015253, Val MRR:0.42049, icews14 +2023-05-11 23:56:13,747 - icews14 - [INFO] - [E:141| 1700]: Train Loss:0.0015254, Val MRR:0.42049, icews14 +2023-05-11 23:57:06,892 - icews14 - [INFO] - [E:141| 1800]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:57:59,907 - icews14 - [INFO] - [E:141| 1900]: Train Loss:0.0015255, Val MRR:0.42049, icews14 +2023-05-11 23:58:13,987 - icews14 - [INFO] - [Epoch:141]: Training Loss:0.001526 + +2023-05-11 23:58:14,098 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-11 23:58:29,231 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-11 23:58:34,688 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-11 23:58:53,587 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-11 23:58:58,869 - icews14 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.44817, Head : 0.39474, Avg : 0.42146 + +2023-05-11 23:59:00,169 - icews14 - [INFO] - [Epoch 141]: Training Loss: 0.0015256, Valid MRR: 0.42146, + + + +2023-05-11 23:59:00,905 - icews14 - [INFO] - [E:142| 0]: Train Loss:0.0015046, Val MRR:0.42146, icews14 +2023-05-11 23:59:53,570 - icews14 - [INFO] - [E:142| 100]: Train Loss:0.0015259, Val MRR:0.42146, icews14 +2023-05-12 00:00:46,013 - icews14 - [INFO] - [E:142| 200]: Train Loss:0.0015268, Val MRR:0.42146, icews14 +2023-05-12 00:01:39,121 - icews14 - [INFO] - [E:142| 300]: Train Loss:0.0015257, Val MRR:0.42146, icews14 +2023-05-12 00:02:32,030 - icews14 - [INFO] - [E:142| 400]: Train Loss:0.0015261, Val MRR:0.42146, icews14 +2023-05-12 00:03:24,759 - icews14 - [INFO] - [E:142| 500]: Train Loss:0.0015257, Val MRR:0.42146, icews14 +2023-05-12 00:04:17,755 - icews14 - [INFO] - [E:142| 600]: Train Loss:0.0015253, Val MRR:0.42146, icews14 +2023-05-12 00:05:10,502 - icews14 - [INFO] - [E:142| 700]: Train Loss:0.0015254, Val MRR:0.42146, icews14 +2023-05-12 00:06:03,780 - icews14 - [INFO] - [E:142| 800]: Train Loss:0.0015253, Val MRR:0.42146, icews14 +2023-05-12 00:06:45,985 - icews14 - [INFO] - [E:142| 900]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:07:39,525 - icews14 - [INFO] - [E:142| 1000]: Train Loss:0.001525, Val MRR:0.42146, icews14 +2023-05-12 00:08:32,353 - icews14 - [INFO] - [E:142| 1100]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:09:25,199 - icews14 - [INFO] - [E:142| 1200]: Train Loss:0.001525, Val MRR:0.42146, icews14 +2023-05-12 00:10:18,346 - icews14 - [INFO] - [E:142| 1300]: Train Loss:0.001525, Val MRR:0.42146, icews14 +2023-05-12 00:11:11,199 - icews14 - [INFO] - [E:142| 1400]: Train Loss:0.001525, Val MRR:0.42146, icews14 +2023-05-12 00:12:04,215 - icews14 - [INFO] - [E:142| 1500]: Train Loss:0.0015249, Val MRR:0.42146, icews14 +2023-05-12 00:12:57,204 - icews14 - [INFO] - [E:142| 1600]: Train Loss:0.0015249, Val MRR:0.42146, icews14 +2023-05-12 00:13:50,024 - icews14 - [INFO] - [E:142| 1700]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:14:40,654 - icews14 - [INFO] - [E:142| 1800]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:15:25,338 - icews14 - [INFO] - [E:142| 1900]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:15:47,556 - icews14 - [INFO] - [Epoch:142]: Training Loss:0.001525 + +2023-05-12 00:15:47,829 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 00:16:06,615 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 00:16:11,989 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 00:16:30,728 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 00:16:35,943 - icews14 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.44521, Head : 0.39537, Avg : 0.42029 + +2023-05-12 00:16:35,944 - icews14 - [INFO] - [Epoch 142]: Training Loss: 0.0015251, Valid MRR: 0.42146, + + + +2023-05-12 00:16:36,450 - icews14 - [INFO] - [E:143| 0]: Train Loss:0.0015181, Val MRR:0.42146, icews14 +2023-05-12 00:17:29,931 - icews14 - [INFO] - [E:143| 100]: Train Loss:0.0015216, Val MRR:0.42146, icews14 +2023-05-12 00:18:23,064 - icews14 - [INFO] - [E:143| 200]: Train Loss:0.001523, Val MRR:0.42146, icews14 +2023-05-12 00:19:16,096 - icews14 - [INFO] - [E:143| 300]: Train Loss:0.0015235, Val MRR:0.42146, icews14 +2023-05-12 00:20:09,285 - icews14 - [INFO] - [E:143| 400]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:21:02,380 - icews14 - [INFO] - [E:143| 500]: Train Loss:0.0015239, Val MRR:0.42146, icews14 +2023-05-12 00:21:55,472 - icews14 - [INFO] - [E:143| 600]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 00:22:47,800 - icews14 - [INFO] - [E:143| 700]: Train Loss:0.0015233, Val MRR:0.42146, icews14 +2023-05-12 00:23:29,357 - icews14 - [INFO] - [E:143| 800]: Train Loss:0.0015235, Val MRR:0.42146, icews14 +2023-05-12 00:24:22,421 - icews14 - [INFO] - [E:143| 900]: Train Loss:0.0015234, Val MRR:0.42146, icews14 +2023-05-12 00:25:15,487 - icews14 - [INFO] - [E:143| 1000]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 00:26:08,419 - icews14 - [INFO] - [E:143| 1100]: Train Loss:0.0015241, Val MRR:0.42146, icews14 +2023-05-12 00:27:01,143 - icews14 - [INFO] - [E:143| 1200]: Train Loss:0.0015241, Val MRR:0.42146, icews14 +2023-05-12 00:27:48,779 - icews14 - [INFO] - [E:143| 1300]: Train Loss:0.0015242, Val MRR:0.42146, icews14 +2023-05-12 00:28:41,425 - icews14 - [INFO] - [E:143| 1400]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:29:34,125 - icews14 - [INFO] - [E:143| 1500]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:30:27,229 - icews14 - [INFO] - [E:143| 1600]: Train Loss:0.0015249, Val MRR:0.42146, icews14 +2023-05-12 00:31:20,198 - icews14 - [INFO] - [E:143| 1700]: Train Loss:0.0015249, Val MRR:0.42146, icews14 +2023-05-12 00:32:02,621 - icews14 - [INFO] - [E:143| 1800]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:32:55,787 - icews14 - [INFO] - [E:143| 1900]: Train Loss:0.0015251, Val MRR:0.42146, icews14 +2023-05-12 00:33:17,730 - icews14 - [INFO] - [Epoch:143]: Training Loss:0.001525 + +2023-05-12 00:33:17,882 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 00:33:36,957 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 00:33:42,502 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 00:34:01,662 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 00:34:06,943 - icews14 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.44685, Head : 0.39496, Avg : 0.42091 + +2023-05-12 00:34:06,943 - icews14 - [INFO] - [Epoch 143]: Training Loss: 0.0015251, Valid MRR: 0.42146, + + + +2023-05-12 00:34:07,350 - icews14 - [INFO] - [E:144| 0]: Train Loss:0.0015284, Val MRR:0.42146, icews14 +2023-05-12 00:35:00,542 - icews14 - [INFO] - [E:144| 100]: Train Loss:0.0015226, Val MRR:0.42146, icews14 +2023-05-12 00:35:53,558 - icews14 - [INFO] - [E:144| 200]: Train Loss:0.0015233, Val MRR:0.42146, icews14 +2023-05-12 00:36:46,483 - icews14 - [INFO] - [E:144| 300]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 00:37:39,667 - icews14 - [INFO] - [E:144| 400]: Train Loss:0.0015239, Val MRR:0.42146, icews14 +2023-05-12 00:38:33,108 - icews14 - [INFO] - [E:144| 500]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 00:39:26,096 - icews14 - [INFO] - [E:144| 600]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 00:40:07,840 - icews14 - [INFO] - [E:144| 700]: Train Loss:0.0015246, Val MRR:0.42146, icews14 +2023-05-12 00:41:00,661 - icews14 - [INFO] - [E:144| 800]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:41:53,777 - icews14 - [INFO] - [E:144| 900]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:42:46,829 - icews14 - [INFO] - [E:144| 1000]: Train Loss:0.0015244, Val MRR:0.42146, icews14 +2023-05-12 00:43:39,604 - icews14 - [INFO] - [E:144| 1100]: Train Loss:0.0015246, Val MRR:0.42146, icews14 +2023-05-12 00:44:32,643 - icews14 - [INFO] - [E:144| 1200]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:45:25,513 - icews14 - [INFO] - [E:144| 1300]: Train Loss:0.0015248, Val MRR:0.42146, icews14 +2023-05-12 00:46:18,381 - icews14 - [INFO] - [E:144| 1400]: Train Loss:0.0015248, Val MRR:0.42146, icews14 +2023-05-12 00:47:11,416 - icews14 - [INFO] - [E:144| 1500]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:48:03,678 - icews14 - [INFO] - [E:144| 1600]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:48:46,859 - icews14 - [INFO] - [E:144| 1700]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:49:39,844 - icews14 - [INFO] - [E:144| 1800]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:50:33,149 - icews14 - [INFO] - [E:144| 1900]: Train Loss:0.0015247, Val MRR:0.42146, icews14 +2023-05-12 00:50:55,256 - icews14 - [INFO] - [Epoch:144]: Training Loss:0.001525 + +2023-05-12 00:50:55,389 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 00:51:14,258 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 00:51:19,703 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 00:51:38,819 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 00:51:44,236 - icews14 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.44556, Head : 0.39302, Avg : 0.41929 + +2023-05-12 00:51:44,237 - icews14 - [INFO] - [Epoch 144]: Training Loss: 0.0015248, Valid MRR: 0.42146, + + + +2023-05-12 00:51:44,830 - icews14 - [INFO] - [E:145| 0]: Train Loss:0.0014987, Val MRR:0.42146, icews14 +2023-05-12 00:52:37,785 - icews14 - [INFO] - [E:145| 100]: Train Loss:0.0015217, Val MRR:0.42146, icews14 +2023-05-12 00:53:31,004 - icews14 - [INFO] - [E:145| 200]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 00:54:23,950 - icews14 - [INFO] - [E:145| 300]: Train Loss:0.0015234, Val MRR:0.42146, icews14 +2023-05-12 00:55:16,823 - icews14 - [INFO] - [E:145| 400]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 00:56:10,198 - icews14 - [INFO] - [E:145| 500]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 00:56:51,805 - icews14 - [INFO] - [E:145| 600]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 00:57:44,680 - icews14 - [INFO] - [E:145| 700]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 00:58:38,305 - icews14 - [INFO] - [E:145| 800]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 00:59:31,684 - icews14 - [INFO] - [E:145| 900]: Train Loss:0.0015235, Val MRR:0.42146, icews14 +2023-05-12 01:00:25,008 - icews14 - [INFO] - [E:145| 1000]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 01:01:17,955 - icews14 - [INFO] - [E:145| 1100]: Train Loss:0.0015237, Val MRR:0.42146, icews14 +2023-05-12 01:02:10,503 - icews14 - [INFO] - [E:145| 1200]: Train Loss:0.0015235, Val MRR:0.42146, icews14 +2023-05-12 01:03:02,803 - icews14 - [INFO] - [E:145| 1300]: Train Loss:0.0015236, Val MRR:0.42146, icews14 +2023-05-12 01:03:55,297 - icews14 - [INFO] - [E:145| 1400]: Train Loss:0.0015238, Val MRR:0.42146, icews14 +2023-05-12 01:04:46,690 - icews14 - [INFO] - [E:145| 1500]: Train Loss:0.0015239, Val MRR:0.42146, icews14 +2023-05-12 01:05:28,888 - icews14 - [INFO] - [E:145| 1600]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 01:06:21,937 - icews14 - [INFO] - [E:145| 1700]: Train Loss:0.001524, Val MRR:0.42146, icews14 +2023-05-12 01:07:14,925 - icews14 - [INFO] - [E:145| 1800]: Train Loss:0.0015241, Val MRR:0.42146, icews14 +2023-05-12 01:08:08,107 - icews14 - [INFO] - [E:145| 1900]: Train Loss:0.0015243, Val MRR:0.42146, icews14 +2023-05-12 01:08:30,359 - icews14 - [INFO] - [Epoch:145]: Training Loss:0.001524 + +2023-05-12 01:08:30,493 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 01:08:50,114 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 01:08:55,885 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 01:09:15,518 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 01:09:20,947 - icews14 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.4474, Head : 0.39592, Avg : 0.42166 + +2023-05-12 01:09:22,392 - icews14 - [INFO] - [Epoch 145]: Training Loss: 0.0015243, Valid MRR: 0.42166, + + + +2023-05-12 01:09:23,050 - icews14 - [INFO] - [E:146| 0]: Train Loss:0.001558, Val MRR:0.42166, icews14 +2023-05-12 01:10:16,698 - icews14 - [INFO] - [E:146| 100]: Train Loss:0.0015242, Val MRR:0.42166, icews14 +2023-05-12 01:11:09,795 - icews14 - [INFO] - [E:146| 200]: Train Loss:0.0015225, Val MRR:0.42166, icews14 +2023-05-12 01:12:02,995 - icews14 - [INFO] - [E:146| 300]: Train Loss:0.0015226, Val MRR:0.42166, icews14 +2023-05-12 01:12:55,971 - icews14 - [INFO] - [E:146| 400]: Train Loss:0.0015222, Val MRR:0.42166, icews14 +2023-05-12 01:13:37,908 - icews14 - [INFO] - [E:146| 500]: Train Loss:0.0015229, Val MRR:0.42166, icews14 +2023-05-12 01:14:25,188 - icews14 - [INFO] - [E:146| 600]: Train Loss:0.0015229, Val MRR:0.42166, icews14 +2023-05-12 01:15:18,649 - icews14 - [INFO] - [E:146| 700]: Train Loss:0.0015226, Val MRR:0.42166, icews14 +2023-05-12 01:16:11,923 - icews14 - [INFO] - [E:146| 800]: Train Loss:0.0015229, Val MRR:0.42166, icews14 +2023-05-12 01:17:05,223 - icews14 - [INFO] - [E:146| 900]: Train Loss:0.001523, Val MRR:0.42166, icews14 +2023-05-12 01:17:58,385 - icews14 - [INFO] - [E:146| 1000]: Train Loss:0.0015232, Val MRR:0.42166, icews14 +2023-05-12 01:18:51,469 - icews14 - [INFO] - [E:146| 1100]: Train Loss:0.0015236, Val MRR:0.42166, icews14 +2023-05-12 01:19:44,910 - icews14 - [INFO] - [E:146| 1200]: Train Loss:0.0015234, Val MRR:0.42166, icews14 +2023-05-12 01:20:38,578 - icews14 - [INFO] - [E:146| 1300]: Train Loss:0.0015236, Val MRR:0.42166, icews14 +2023-05-12 01:21:32,199 - icews14 - [INFO] - [E:146| 1400]: Train Loss:0.0015238, Val MRR:0.42166, icews14 +2023-05-12 01:22:13,603 - icews14 - [INFO] - [E:146| 1500]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:23:06,604 - icews14 - [INFO] - [E:146| 1600]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:23:59,710 - icews14 - [INFO] - [E:146| 1700]: Train Loss:0.0015241, Val MRR:0.42166, icews14 +2023-05-12 01:24:52,785 - icews14 - [INFO] - [E:146| 1800]: Train Loss:0.0015242, Val MRR:0.42166, icews14 +2023-05-12 01:25:46,329 - icews14 - [INFO] - [E:146| 1900]: Train Loss:0.0015243, Val MRR:0.42166, icews14 +2023-05-12 01:26:08,430 - icews14 - [INFO] - [Epoch:146]: Training Loss:0.001524 + +2023-05-12 01:26:08,582 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 01:26:28,237 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 01:26:33,943 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 01:26:53,518 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 01:26:58,898 - icews14 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.44524, Head : 0.39123, Avg : 0.41824 + +2023-05-12 01:26:58,898 - icews14 - [INFO] - [Epoch 146]: Training Loss: 0.0015243, Valid MRR: 0.42166, + + + +2023-05-12 01:26:59,389 - icews14 - [INFO] - [E:147| 0]: Train Loss:0.001526, Val MRR:0.42166, icews14 +2023-05-12 01:27:52,728 - icews14 - [INFO] - [E:147| 100]: Train Loss:0.0015228, Val MRR:0.42166, icews14 +2023-05-12 01:28:46,008 - icews14 - [INFO] - [E:147| 200]: Train Loss:0.0015237, Val MRR:0.42166, icews14 +2023-05-12 01:29:39,605 - icews14 - [INFO] - [E:147| 300]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:30:21,916 - icews14 - [INFO] - [E:147| 400]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:31:13,975 - icews14 - [INFO] - [E:147| 500]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:32:07,426 - icews14 - [INFO] - [E:147| 600]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:33:00,333 - icews14 - [INFO] - [E:147| 700]: Train Loss:0.0015238, Val MRR:0.42166, icews14 +2023-05-12 01:33:53,675 - icews14 - [INFO] - [E:147| 800]: Train Loss:0.0015236, Val MRR:0.42166, icews14 +2023-05-12 01:34:47,013 - icews14 - [INFO] - [E:147| 900]: Train Loss:0.0015235, Val MRR:0.42166, icews14 +2023-05-12 01:35:40,104 - icews14 - [INFO] - [E:147| 1000]: Train Loss:0.0015234, Val MRR:0.42166, icews14 +2023-05-12 01:36:33,196 - icews14 - [INFO] - [E:147| 1100]: Train Loss:0.0015236, Val MRR:0.42166, icews14 +2023-05-12 01:37:26,099 - icews14 - [INFO] - [E:147| 1200]: Train Loss:0.0015238, Val MRR:0.42166, icews14 +2023-05-12 01:38:19,615 - icews14 - [INFO] - [E:147| 1300]: Train Loss:0.0015238, Val MRR:0.42166, icews14 +2023-05-12 01:39:01,318 - icews14 - [INFO] - [E:147| 1400]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:39:55,052 - icews14 - [INFO] - [E:147| 1500]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:40:48,161 - icews14 - [INFO] - [E:147| 1600]: Train Loss:0.0015239, Val MRR:0.42166, icews14 +2023-05-12 01:41:41,041 - icews14 - [INFO] - [E:147| 1700]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:42:33,729 - icews14 - [INFO] - [E:147| 1800]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:43:26,783 - icews14 - [INFO] - [E:147| 1900]: Train Loss:0.001524, Val MRR:0.42166, icews14 +2023-05-12 01:43:48,920 - icews14 - [INFO] - [Epoch:147]: Training Loss:0.001524 + +2023-05-12 01:43:49,114 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 01:44:08,828 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 01:44:14,415 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 01:44:33,982 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 01:44:39,438 - icews14 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.44819, Head : 0.39656, Avg : 0.42238 + +2023-05-12 01:44:40,865 - icews14 - [INFO] - [Epoch 147]: Training Loss: 0.0015241, Valid MRR: 0.42238, + + + +2023-05-12 01:44:41,609 - icews14 - [INFO] - [E:148| 0]: Train Loss:0.0015132, Val MRR:0.42238, icews14 +2023-05-12 01:45:34,568 - icews14 - [INFO] - [E:148| 100]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 01:46:27,515 - icews14 - [INFO] - [E:148| 200]: Train Loss:0.0015241, Val MRR:0.42238, icews14 +2023-05-12 01:47:09,025 - icews14 - [INFO] - [E:148| 300]: Train Loss:0.0015248, Val MRR:0.42238, icews14 +2023-05-12 01:48:03,049 - icews14 - [INFO] - [E:148| 400]: Train Loss:0.0015243, Val MRR:0.42238, icews14 +2023-05-12 01:48:55,795 - icews14 - [INFO] - [E:148| 500]: Train Loss:0.0015238, Val MRR:0.42238, icews14 +2023-05-12 01:49:48,868 - icews14 - [INFO] - [E:148| 600]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 01:50:42,081 - icews14 - [INFO] - [E:148| 700]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 01:51:34,735 - icews14 - [INFO] - [E:148| 800]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 01:52:28,132 - icews14 - [INFO] - [E:148| 900]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 01:53:21,187 - icews14 - [INFO] - [E:148| 1000]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 01:54:14,346 - icews14 - [INFO] - [E:148| 1100]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 01:55:07,208 - icews14 - [INFO] - [E:148| 1200]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 01:55:48,119 - icews14 - [INFO] - [E:148| 1300]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 01:56:41,115 - icews14 - [INFO] - [E:148| 1400]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 01:57:34,210 - icews14 - [INFO] - [E:148| 1500]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 01:58:27,306 - icews14 - [INFO] - [E:148| 1600]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 01:59:20,835 - icews14 - [INFO] - [E:148| 1700]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:00:13,637 - icews14 - [INFO] - [E:148| 1800]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:01:01,847 - icews14 - [INFO] - [E:148| 1900]: Train Loss:0.0015234, Val MRR:0.42238, icews14 +2023-05-12 02:01:23,835 - icews14 - [INFO] - [Epoch:148]: Training Loss:0.001523 + +2023-05-12 02:01:23,988 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 02:01:43,612 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 02:01:49,390 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 02:02:08,601 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 02:02:13,968 - icews14 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.44561, Head : 0.39271, Avg : 0.41916 + +2023-05-12 02:02:13,968 - icews14 - [INFO] - [Epoch 148]: Training Loss: 0.0015234, Valid MRR: 0.42238, + + + +2023-05-12 02:02:14,461 - icews14 - [INFO] - [E:149| 0]: Train Loss:0.0015149, Val MRR:0.42238, icews14 +2023-05-12 02:03:07,651 - icews14 - [INFO] - [E:149| 100]: Train Loss:0.0015238, Val MRR:0.42238, icews14 +2023-05-12 02:03:52,732 - icews14 - [INFO] - [E:149| 200]: Train Loss:0.0015226, Val MRR:0.42238, icews14 +2023-05-12 02:04:42,366 - icews14 - [INFO] - [E:149| 300]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 02:05:35,499 - icews14 - [INFO] - [E:149| 400]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:06:28,574 - icews14 - [INFO] - [E:149| 500]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:07:21,939 - icews14 - [INFO] - [E:149| 600]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:08:15,368 - icews14 - [INFO] - [E:149| 700]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:09:08,545 - icews14 - [INFO] - [E:149| 800]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:10:00,769 - icews14 - [INFO] - [E:149| 900]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:10:52,984 - icews14 - [INFO] - [E:149| 1000]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:11:45,284 - icews14 - [INFO] - [E:149| 1100]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:12:25,935 - icews14 - [INFO] - [E:149| 1200]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 02:13:19,288 - icews14 - [INFO] - [E:149| 1300]: Train Loss:0.0015234, Val MRR:0.42238, icews14 +2023-05-12 02:14:12,782 - icews14 - [INFO] - [E:149| 1400]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 02:15:05,677 - icews14 - [INFO] - [E:149| 1500]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 02:15:58,593 - icews14 - [INFO] - [E:149| 1600]: Train Loss:0.0015234, Val MRR:0.42238, icews14 +2023-05-12 02:16:51,497 - icews14 - [INFO] - [E:149| 1700]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 02:17:44,530 - icews14 - [INFO] - [E:149| 1800]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 02:18:37,372 - icews14 - [INFO] - [E:149| 1900]: Train Loss:0.0015235, Val MRR:0.42238, icews14 +2023-05-12 02:18:59,365 - icews14 - [INFO] - [Epoch:149]: Training Loss:0.001523 + +2023-05-12 02:18:59,518 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 02:19:19,074 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 02:19:24,768 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 02:19:43,923 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 02:19:49,387 - icews14 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.44328, Head : 0.39527, Avg : 0.41927 + MR: Tail : 655.72, Head : 767.37, Avg : 711.55 + Hit-1: Tail : 0.35563, Head : 0.3095, Avg : 0.33256 + Hit-3: Tail : 0.4895, Head : 0.43561, Avg : 0.46256 + Hit-10: Tail : 0.60553, Head : 0.56075, Avg : 0.58314 +2023-05-12 02:19:49,387 - icews14 - [INFO] - [Epoch 149]: Training Loss: 0.0015234, Valid MRR: 0.42238, + + + +2023-05-12 02:19:50,108 - icews14 - [INFO] - [E:150| 0]: Train Loss:0.0015099, Val MRR:0.42238, icews14 +2023-05-12 02:20:35,313 - icews14 - [INFO] - [E:150| 100]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 02:21:23,832 - icews14 - [INFO] - [E:150| 200]: Train Loss:0.0015199, Val MRR:0.42238, icews14 +2023-05-12 02:22:16,968 - icews14 - [INFO] - [E:150| 300]: Train Loss:0.0015206, Val MRR:0.42238, icews14 +2023-05-12 02:23:09,496 - icews14 - [INFO] - [E:150| 400]: Train Loss:0.0015207, Val MRR:0.42238, icews14 +2023-05-12 02:24:02,658 - icews14 - [INFO] - [E:150| 500]: Train Loss:0.0015212, Val MRR:0.42238, icews14 +2023-05-12 02:24:55,913 - icews14 - [INFO] - [E:150| 600]: Train Loss:0.0015215, Val MRR:0.42238, icews14 +2023-05-12 02:25:48,942 - icews14 - [INFO] - [E:150| 700]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 02:26:42,164 - icews14 - [INFO] - [E:150| 800]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 02:27:35,262 - icews14 - [INFO] - [E:150| 900]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 02:28:27,793 - icews14 - [INFO] - [E:150| 1000]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 02:29:09,075 - icews14 - [INFO] - [E:150| 1100]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 02:30:02,292 - icews14 - [INFO] - [E:150| 1200]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:30:55,771 - icews14 - [INFO] - [E:150| 1300]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:31:49,012 - icews14 - [INFO] - [E:150| 1400]: Train Loss:0.0015226, Val MRR:0.42238, icews14 +2023-05-12 02:32:42,688 - icews14 - [INFO] - [E:150| 1500]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:33:35,910 - icews14 - [INFO] - [E:150| 1600]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:34:28,936 - icews14 - [INFO] - [E:150| 1700]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 02:35:22,083 - icews14 - [INFO] - [E:150| 1800]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:36:15,496 - icews14 - [INFO] - [E:150| 1900]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 02:36:37,647 - icews14 - [INFO] - [Epoch:150]: Training Loss:0.001523 + +2023-05-12 02:36:37,780 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 02:36:57,129 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 02:37:02,907 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 02:37:15,229 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 02:37:18,262 - icews14 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.44243, Head : 0.39628, Avg : 0.41935 + +2023-05-12 02:37:18,262 - icews14 - [INFO] - [Epoch 150]: Training Loss: 0.0015231, Valid MRR: 0.42238, + + + +2023-05-12 02:37:18,622 - icews14 - [INFO] - [E:151| 0]: Train Loss:0.0015086, Val MRR:0.42238, icews14 +2023-05-12 02:38:06,660 - icews14 - [INFO] - [E:151| 100]: Train Loss:0.0015202, Val MRR:0.42238, icews14 +2023-05-12 02:38:59,566 - icews14 - [INFO] - [E:151| 200]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 02:39:52,226 - icews14 - [INFO] - [E:151| 300]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 02:40:44,811 - icews14 - [INFO] - [E:151| 400]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 02:41:37,529 - icews14 - [INFO] - [E:151| 500]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 02:42:30,438 - icews14 - [INFO] - [E:151| 600]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 02:43:23,775 - icews14 - [INFO] - [E:151| 700]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:44:16,162 - icews14 - [INFO] - [E:151| 800]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 02:45:08,901 - icews14 - [INFO] - [E:151| 900]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:45:49,740 - icews14 - [INFO] - [E:151| 1000]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:46:42,776 - icews14 - [INFO] - [E:151| 1100]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 02:47:30,248 - icews14 - [INFO] - [E:151| 1200]: Train Loss:0.0015226, Val MRR:0.42238, icews14 +2023-05-12 02:48:23,453 - icews14 - [INFO] - [E:151| 1300]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:49:16,350 - icews14 - [INFO] - [E:151| 1400]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:50:09,174 - icews14 - [INFO] - [E:151| 1500]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 02:51:01,938 - icews14 - [INFO] - [E:151| 1600]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 02:51:55,113 - icews14 - [INFO] - [E:151| 1700]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:52:48,314 - icews14 - [INFO] - [E:151| 1800]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 02:53:41,317 - icews14 - [INFO] - [E:151| 1900]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 02:54:00,838 - icews14 - [INFO] - [Epoch:151]: Training Loss:0.001523 + +2023-05-12 02:54:00,950 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 02:54:11,873 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 02:54:15,016 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 02:54:32,772 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 02:54:38,094 - icews14 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.44511, Head : 0.3957, Avg : 0.4204 + +2023-05-12 02:54:38,094 - icews14 - [INFO] - [Epoch 151]: Training Loss: 0.001523, Valid MRR: 0.42238, + + + +2023-05-12 02:54:38,591 - icews14 - [INFO] - [E:152| 0]: Train Loss:0.0015459, Val MRR:0.42238, icews14 +2023-05-12 02:55:32,064 - icews14 - [INFO] - [E:152| 100]: Train Loss:0.0015237, Val MRR:0.42238, icews14 +2023-05-12 02:56:24,854 - icews14 - [INFO] - [E:152| 200]: Train Loss:0.001525, Val MRR:0.42238, icews14 +2023-05-12 02:57:17,458 - icews14 - [INFO] - [E:152| 300]: Train Loss:0.0015249, Val MRR:0.42238, icews14 +2023-05-12 02:58:10,419 - icews14 - [INFO] - [E:152| 400]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 02:59:03,293 - icews14 - [INFO] - [E:152| 500]: Train Loss:0.0015234, Val MRR:0.42238, icews14 +2023-05-12 02:59:56,203 - icews14 - [INFO] - [E:152| 600]: Train Loss:0.0015233, Val MRR:0.42238, icews14 +2023-05-12 03:00:49,215 - icews14 - [INFO] - [E:152| 700]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 03:01:42,571 - icews14 - [INFO] - [E:152| 800]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:02:29,186 - icews14 - [INFO] - [E:152| 900]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 03:03:17,092 - icews14 - [INFO] - [E:152| 1000]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:04:10,383 - icews14 - [INFO] - [E:152| 1100]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:05:03,516 - icews14 - [INFO] - [E:152| 1200]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:05:56,241 - icews14 - [INFO] - [E:152| 1300]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:06:49,226 - icews14 - [INFO] - [E:152| 1400]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 03:07:42,333 - icews14 - [INFO] - [E:152| 1500]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 03:08:35,280 - icews14 - [INFO] - [E:152| 1600]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:09:29,039 - icews14 - [INFO] - [E:152| 1700]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:10:22,291 - icews14 - [INFO] - [E:152| 1800]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:11:03,278 - icews14 - [INFO] - [E:152| 1900]: Train Loss:0.0015229, Val MRR:0.42238, icews14 +2023-05-12 03:11:25,605 - icews14 - [INFO] - [Epoch:152]: Training Loss:0.001523 + +2023-05-12 03:11:25,868 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 03:11:44,978 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 03:11:50,461 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 03:12:09,924 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 03:12:15,324 - icews14 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.44774, Head : 0.39426, Avg : 0.421 + +2023-05-12 03:12:15,325 - icews14 - [INFO] - [Epoch 152]: Training Loss: 0.0015229, Valid MRR: 0.42238, + + + +2023-05-12 03:12:16,078 - icews14 - [INFO] - [E:153| 0]: Train Loss:0.0015176, Val MRR:0.42238, icews14 +2023-05-12 03:13:09,596 - icews14 - [INFO] - [E:153| 100]: Train Loss:0.0015205, Val MRR:0.42238, icews14 +2023-05-12 03:14:02,808 - icews14 - [INFO] - [E:153| 200]: Train Loss:0.0015198, Val MRR:0.42238, icews14 +2023-05-12 03:14:54,914 - icews14 - [INFO] - [E:153| 300]: Train Loss:0.0015202, Val MRR:0.42238, icews14 +2023-05-12 03:15:48,255 - icews14 - [INFO] - [E:153| 400]: Train Loss:0.0015205, Val MRR:0.42238, icews14 +2023-05-12 03:16:41,369 - icews14 - [INFO] - [E:153| 500]: Train Loss:0.001521, Val MRR:0.42238, icews14 +2023-05-12 03:17:35,062 - icews14 - [INFO] - [E:153| 600]: Train Loss:0.0015209, Val MRR:0.42238, icews14 +2023-05-12 03:18:28,692 - icews14 - [INFO] - [E:153| 700]: Train Loss:0.0015207, Val MRR:0.42238, icews14 +2023-05-12 03:19:13,535 - icews14 - [INFO] - [E:153| 800]: Train Loss:0.001521, Val MRR:0.42238, icews14 +2023-05-12 03:20:02,492 - icews14 - [INFO] - [E:153| 900]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 03:20:55,316 - icews14 - [INFO] - [E:153| 1000]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 03:21:48,529 - icews14 - [INFO] - [E:153| 1100]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 03:22:41,243 - icews14 - [INFO] - [E:153| 1200]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 03:23:34,670 - icews14 - [INFO] - [E:153| 1300]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 03:24:27,267 - icews14 - [INFO] - [E:153| 1400]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 03:25:20,338 - icews14 - [INFO] - [E:153| 1500]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:26:13,562 - icews14 - [INFO] - [E:153| 1600]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:27:06,481 - icews14 - [INFO] - [E:153| 1700]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:27:48,106 - icews14 - [INFO] - [E:153| 1800]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:28:41,418 - icews14 - [INFO] - [E:153| 1900]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:29:03,255 - icews14 - [INFO] - [Epoch:153]: Training Loss:0.001522 + +2023-05-12 03:29:03,408 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 03:29:22,885 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 03:29:28,560 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 03:29:47,563 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 03:29:52,799 - icews14 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.44733, Head : 0.39507, Avg : 0.4212 + +2023-05-12 03:29:52,799 - icews14 - [INFO] - [Epoch 153]: Training Loss: 0.0015224, Valid MRR: 0.42238, + + + +2023-05-12 03:29:53,301 - icews14 - [INFO] - [E:154| 0]: Train Loss:0.0015309, Val MRR:0.42238, icews14 +2023-05-12 03:30:46,336 - icews14 - [INFO] - [E:154| 100]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:31:39,447 - icews14 - [INFO] - [E:154| 200]: Train Loss:0.0015225, Val MRR:0.42238, icews14 +2023-05-12 03:32:32,924 - icews14 - [INFO] - [E:154| 300]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:33:20,429 - icews14 - [INFO] - [E:154| 400]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:34:13,343 - icews14 - [INFO] - [E:154| 500]: Train Loss:0.0015215, Val MRR:0.42238, icews14 +2023-05-12 03:35:06,114 - icews14 - [INFO] - [E:154| 600]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 03:35:55,447 - icews14 - [INFO] - [E:154| 700]: Train Loss:0.0015213, Val MRR:0.42238, icews14 +2023-05-12 03:36:41,086 - icews14 - [INFO] - [E:154| 800]: Train Loss:0.0015215, Val MRR:0.42238, icews14 +2023-05-12 03:37:34,166 - icews14 - [INFO] - [E:154| 900]: Train Loss:0.0015215, Val MRR:0.42238, icews14 +2023-05-12 03:38:27,265 - icews14 - [INFO] - [E:154| 1000]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 03:39:20,587 - icews14 - [INFO] - [E:154| 1100]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:40:13,979 - icews14 - [INFO] - [E:154| 1200]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 03:41:07,120 - icews14 - [INFO] - [E:154| 1300]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:42:00,694 - icews14 - [INFO] - [E:154| 1400]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 03:42:53,580 - icews14 - [INFO] - [E:154| 1500]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:43:46,528 - icews14 - [INFO] - [E:154| 1600]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:44:29,059 - icews14 - [INFO] - [E:154| 1700]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:45:20,554 - icews14 - [INFO] - [E:154| 1800]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:46:13,444 - icews14 - [INFO] - [E:154| 1900]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:46:35,686 - icews14 - [INFO] - [Epoch:154]: Training Loss:0.001522 + +2023-05-12 03:46:35,950 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 03:46:55,023 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 03:47:00,445 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 03:47:19,915 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 03:47:25,256 - icews14 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.44678, Head : 0.39572, Avg : 0.42125 + +2023-05-12 03:47:25,256 - icews14 - [INFO] - [Epoch 154]: Training Loss: 0.0015223, Valid MRR: 0.42238, + + + +2023-05-12 03:47:26,009 - icews14 - [INFO] - [E:155| 0]: Train Loss:0.0015068, Val MRR:0.42238, icews14 +2023-05-12 03:48:19,465 - icews14 - [INFO] - [E:155| 100]: Train Loss:0.0015249, Val MRR:0.42238, icews14 +2023-05-12 03:49:11,963 - icews14 - [INFO] - [E:155| 200]: Train Loss:0.0015242, Val MRR:0.42238, icews14 +2023-05-12 03:50:05,094 - icews14 - [INFO] - [E:155| 300]: Train Loss:0.0015232, Val MRR:0.42238, icews14 +2023-05-12 03:50:58,190 - icews14 - [INFO] - [E:155| 400]: Train Loss:0.0015227, Val MRR:0.42238, icews14 +2023-05-12 03:51:51,044 - icews14 - [INFO] - [E:155| 500]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:52:39,117 - icews14 - [INFO] - [E:155| 600]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 03:53:25,535 - icews14 - [INFO] - [E:155| 700]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:54:18,368 - icews14 - [INFO] - [E:155| 800]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 03:55:11,614 - icews14 - [INFO] - [E:155| 900]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:56:04,579 - icews14 - [INFO] - [E:155| 1000]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 03:56:57,693 - icews14 - [INFO] - [E:155| 1100]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:57:50,674 - icews14 - [INFO] - [E:155| 1200]: Train Loss:0.0015224, Val MRR:0.42238, icews14 +2023-05-12 03:58:43,675 - icews14 - [INFO] - [E:155| 1300]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 03:59:36,945 - icews14 - [INFO] - [E:155| 1400]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 04:00:29,934 - icews14 - [INFO] - [E:155| 1500]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:01:11,315 - icews14 - [INFO] - [E:155| 1600]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:02:05,282 - icews14 - [INFO] - [E:155| 1700]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 04:02:58,496 - icews14 - [INFO] - [E:155| 1800]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:03:51,836 - icews14 - [INFO] - [E:155| 1900]: Train Loss:0.0015221, Val MRR:0.42238, icews14 +2023-05-12 04:04:13,693 - icews14 - [INFO] - [Epoch:155]: Training Loss:0.001522 + +2023-05-12 04:04:13,869 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 04:04:33,520 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 04:04:39,122 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 04:04:58,306 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 04:05:03,641 - icews14 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.44383, Head : 0.39722, Avg : 0.42052 + +2023-05-12 04:05:03,641 - icews14 - [INFO] - [Epoch 155]: Training Loss: 0.0015221, Valid MRR: 0.42238, + + + +2023-05-12 04:05:04,275 - icews14 - [INFO] - [E:156| 0]: Train Loss:0.0015374, Val MRR:0.42238, icews14 +2023-05-12 04:05:57,689 - icews14 - [INFO] - [E:156| 100]: Train Loss:0.001523, Val MRR:0.42238, icews14 +2023-05-12 04:06:50,998 - icews14 - [INFO] - [E:156| 200]: Train Loss:0.0015231, Val MRR:0.42238, icews14 +2023-05-12 04:07:44,240 - icews14 - [INFO] - [E:156| 300]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 04:08:37,363 - icews14 - [INFO] - [E:156| 400]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 04:09:24,031 - icews14 - [INFO] - [E:156| 500]: Train Loss:0.0015228, Val MRR:0.42238, icews14 +2023-05-12 04:10:11,861 - icews14 - [INFO] - [E:156| 600]: Train Loss:0.0015223, Val MRR:0.42238, icews14 +2023-05-12 04:11:04,808 - icews14 - [INFO] - [E:156| 700]: Train Loss:0.0015222, Val MRR:0.42238, icews14 +2023-05-12 04:11:58,457 - icews14 - [INFO] - [E:156| 800]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:12:51,617 - icews14 - [INFO] - [E:156| 900]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:13:44,648 - icews14 - [INFO] - [E:156| 1000]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:14:38,150 - icews14 - [INFO] - [E:156| 1100]: Train Loss:0.001522, Val MRR:0.42238, icews14 +2023-05-12 04:15:30,999 - icews14 - [INFO] - [E:156| 1200]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 04:16:24,009 - icews14 - [INFO] - [E:156| 1300]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 04:17:16,927 - icews14 - [INFO] - [E:156| 1400]: Train Loss:0.0015219, Val MRR:0.42238, icews14 +2023-05-12 04:17:58,422 - icews14 - [INFO] - [E:156| 1500]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 04:18:51,797 - icews14 - [INFO] - [E:156| 1600]: Train Loss:0.0015216, Val MRR:0.42238, icews14 +2023-05-12 04:19:40,361 - icews14 - [INFO] - [E:156| 1700]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 04:20:33,598 - icews14 - [INFO] - [E:156| 1800]: Train Loss:0.0015218, Val MRR:0.42238, icews14 +2023-05-12 04:21:26,823 - icews14 - [INFO] - [E:156| 1900]: Train Loss:0.0015217, Val MRR:0.42238, icews14 +2023-05-12 04:21:48,617 - icews14 - [INFO] - [Epoch:156]: Training Loss:0.001522 + +2023-05-12 04:21:48,792 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 04:22:08,436 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 04:22:14,076 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 04:22:33,188 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 04:22:38,535 - icews14 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.44814, Head : 0.39761, Avg : 0.42288 + +2023-05-12 04:22:39,919 - icews14 - [INFO] - [Epoch 156]: Training Loss: 0.0015218, Valid MRR: 0.42288, + + + +2023-05-12 04:22:40,530 - icews14 - [INFO] - [E:157| 0]: Train Loss:0.0015392, Val MRR:0.42288, icews14 +2023-05-12 04:23:33,186 - icews14 - [INFO] - [E:157| 100]: Train Loss:0.0015236, Val MRR:0.42288, icews14 +2023-05-12 04:24:26,161 - icews14 - [INFO] - [E:157| 200]: Train Loss:0.0015218, Val MRR:0.42288, icews14 +2023-05-12 04:25:19,523 - icews14 - [INFO] - [E:157| 300]: Train Loss:0.0015217, Val MRR:0.42288, icews14 +2023-05-12 04:26:10,015 - icews14 - [INFO] - [E:157| 400]: Train Loss:0.0015217, Val MRR:0.42288, icews14 +2023-05-12 04:26:54,401 - icews14 - [INFO] - [E:157| 500]: Train Loss:0.0015216, Val MRR:0.42288, icews14 +2023-05-12 04:27:46,966 - icews14 - [INFO] - [E:157| 600]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:28:39,815 - icews14 - [INFO] - [E:157| 700]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:29:33,780 - icews14 - [INFO] - [E:157| 800]: Train Loss:0.0015214, Val MRR:0.42288, icews14 +2023-05-12 04:30:27,229 - icews14 - [INFO] - [E:157| 900]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:31:20,423 - icews14 - [INFO] - [E:157| 1000]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:32:13,626 - icews14 - [INFO] - [E:157| 1100]: Train Loss:0.0015216, Val MRR:0.42288, icews14 +2023-05-12 04:33:07,468 - icews14 - [INFO] - [E:157| 1200]: Train Loss:0.0015218, Val MRR:0.42288, icews14 +2023-05-12 04:34:00,855 - icews14 - [INFO] - [E:157| 1300]: Train Loss:0.001522, Val MRR:0.42288, icews14 +2023-05-12 04:34:43,538 - icews14 - [INFO] - [E:157| 1400]: Train Loss:0.0015218, Val MRR:0.42288, icews14 +2023-05-12 04:35:34,967 - icews14 - [INFO] - [E:157| 1500]: Train Loss:0.001522, Val MRR:0.42288, icews14 +2023-05-12 04:36:27,979 - icews14 - [INFO] - [E:157| 1600]: Train Loss:0.0015219, Val MRR:0.42288, icews14 +2023-05-12 04:37:21,340 - icews14 - [INFO] - [E:157| 1700]: Train Loss:0.0015217, Val MRR:0.42288, icews14 +2023-05-12 04:38:14,362 - icews14 - [INFO] - [E:157| 1800]: Train Loss:0.0015216, Val MRR:0.42288, icews14 +2023-05-12 04:39:07,673 - icews14 - [INFO] - [E:157| 1900]: Train Loss:0.0015215, Val MRR:0.42288, icews14 +2023-05-12 04:39:29,613 - icews14 - [INFO] - [Epoch:157]: Training Loss:0.001522 + +2023-05-12 04:39:29,785 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 04:39:49,505 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 04:39:54,986 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 04:40:14,186 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 04:40:19,633 - icews14 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.44566, Head : 0.39801, Avg : 0.42183 + +2023-05-12 04:40:19,634 - icews14 - [INFO] - [Epoch 157]: Training Loss: 0.0015216, Valid MRR: 0.42288, + + + +2023-05-12 04:40:20,154 - icews14 - [INFO] - [E:158| 0]: Train Loss:0.0015023, Val MRR:0.42288, icews14 +2023-05-12 04:41:13,593 - icews14 - [INFO] - [E:158| 100]: Train Loss:0.0015182, Val MRR:0.42288, icews14 +2023-05-12 04:42:06,432 - icews14 - [INFO] - [E:158| 200]: Train Loss:0.0015194, Val MRR:0.42288, icews14 +2023-05-12 04:42:54,819 - icews14 - [INFO] - [E:158| 300]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 04:43:41,431 - icews14 - [INFO] - [E:158| 400]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:44:34,560 - icews14 - [INFO] - [E:158| 500]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 04:45:27,900 - icews14 - [INFO] - [E:158| 600]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:46:21,338 - icews14 - [INFO] - [E:158| 700]: Train Loss:0.0015211, Val MRR:0.42288, icews14 +2023-05-12 04:47:13,882 - icews14 - [INFO] - [E:158| 800]: Train Loss:0.0015211, Val MRR:0.42288, icews14 +2023-05-12 04:48:07,008 - icews14 - [INFO] - [E:158| 900]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 04:49:00,224 - icews14 - [INFO] - [E:158| 1000]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:49:53,597 - icews14 - [INFO] - [E:158| 1100]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:50:46,490 - icews14 - [INFO] - [E:158| 1200]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:51:28,985 - icews14 - [INFO] - [E:158| 1300]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:52:21,383 - icews14 - [INFO] - [E:158| 1400]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:53:15,159 - icews14 - [INFO] - [E:158| 1500]: Train Loss:0.0015214, Val MRR:0.42288, icews14 +2023-05-12 04:54:08,210 - icews14 - [INFO] - [E:158| 1600]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:55:01,407 - icews14 - [INFO] - [E:158| 1700]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:55:54,452 - icews14 - [INFO] - [E:158| 1800]: Train Loss:0.0015213, Val MRR:0.42288, icews14 +2023-05-12 04:56:46,946 - icews14 - [INFO] - [E:158| 1900]: Train Loss:0.0015212, Val MRR:0.42288, icews14 +2023-05-12 04:57:09,165 - icews14 - [INFO] - [Epoch:158]: Training Loss:0.001521 + +2023-05-12 04:57:09,317 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 04:57:29,004 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 04:57:34,505 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 04:57:53,719 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 04:57:59,072 - icews14 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.44736, Head : 0.39643, Avg : 0.4219 + +2023-05-12 04:57:59,072 - icews14 - [INFO] - [Epoch 158]: Training Loss: 0.0015212, Valid MRR: 0.42288, + + + +2023-05-12 04:57:59,777 - icews14 - [INFO] - [E:159| 0]: Train Loss:0.0015274, Val MRR:0.42288, icews14 +2023-05-12 04:58:53,042 - icews14 - [INFO] - [E:159| 100]: Train Loss:0.0015184, Val MRR:0.42288, icews14 +2023-05-12 04:59:40,738 - icews14 - [INFO] - [E:159| 200]: Train Loss:0.0015192, Val MRR:0.42288, icews14 +2023-05-12 05:00:27,192 - icews14 - [INFO] - [E:159| 300]: Train Loss:0.0015198, Val MRR:0.42288, icews14 +2023-05-12 05:01:20,529 - icews14 - [INFO] - [E:159| 400]: Train Loss:0.0015198, Val MRR:0.42288, icews14 +2023-05-12 05:02:13,209 - icews14 - [INFO] - [E:159| 500]: Train Loss:0.0015199, Val MRR:0.42288, icews14 +2023-05-12 05:03:06,219 - icews14 - [INFO] - [E:159| 600]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 05:03:59,281 - icews14 - [INFO] - [E:159| 700]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:04:52,004 - icews14 - [INFO] - [E:159| 800]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:05:39,607 - icews14 - [INFO] - [E:159| 900]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 05:06:32,677 - icews14 - [INFO] - [E:159| 1000]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:07:25,684 - icews14 - [INFO] - [E:159| 1100]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 05:08:11,663 - icews14 - [INFO] - [E:159| 1200]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:08:59,916 - icews14 - [INFO] - [E:159| 1300]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 05:09:52,959 - icews14 - [INFO] - [E:159| 1400]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:10:45,924 - icews14 - [INFO] - [E:159| 1500]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:11:38,736 - icews14 - [INFO] - [E:159| 1600]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:12:31,718 - icews14 - [INFO] - [E:159| 1700]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:13:24,926 - icews14 - [INFO] - [E:159| 1800]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:14:17,678 - icews14 - [INFO] - [E:159| 1900]: Train Loss:0.0015211, Val MRR:0.42288, icews14 +2023-05-12 05:14:39,839 - icews14 - [INFO] - [Epoch:159]: Training Loss:0.001521 + +2023-05-12 05:14:40,114 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 05:14:58,987 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 05:15:04,474 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 05:15:23,828 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 05:15:29,304 - icews14 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.44476, Head : 0.3968, Avg : 0.42078 + MR: Tail : 673.42, Head : 789.64, Avg : 731.53 + Hit-1: Tail : 0.35708, Head : 0.30853, Avg : 0.33281 + Hit-3: Tail : 0.49108, Head : 0.44022, Avg : 0.46565 + Hit-10: Tail : 0.60918, Head : 0.56597, Avg : 0.58757 +2023-05-12 05:15:29,304 - icews14 - [INFO] - [Epoch 159]: Training Loss: 0.0015212, Valid MRR: 0.42288, + + + +2023-05-12 05:15:29,812 - icews14 - [INFO] - [E:160| 0]: Train Loss:0.0015067, Val MRR:0.42288, icews14 +2023-05-12 05:16:21,860 - icews14 - [INFO] - [E:160| 100]: Train Loss:0.0015193, Val MRR:0.42288, icews14 +2023-05-12 05:17:04,888 - icews14 - [INFO] - [E:160| 200]: Train Loss:0.0015182, Val MRR:0.42288, icews14 +2023-05-12 05:17:57,886 - icews14 - [INFO] - [E:160| 300]: Train Loss:0.0015192, Val MRR:0.42288, icews14 +2023-05-12 05:18:50,948 - icews14 - [INFO] - [E:160| 400]: Train Loss:0.0015193, Val MRR:0.42288, icews14 +2023-05-12 05:19:44,457 - icews14 - [INFO] - [E:160| 500]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:20:38,385 - icews14 - [INFO] - [E:160| 600]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:21:31,810 - icews14 - [INFO] - [E:160| 700]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 05:22:24,917 - icews14 - [INFO] - [E:160| 800]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:23:17,985 - icews14 - [INFO] - [E:160| 900]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:24:10,548 - icews14 - [INFO] - [E:160| 1000]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:24:55,415 - icews14 - [INFO] - [E:160| 1100]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 05:25:46,015 - icews14 - [INFO] - [E:160| 1200]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:26:39,043 - icews14 - [INFO] - [E:160| 1300]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:27:32,285 - icews14 - [INFO] - [E:160| 1400]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:28:25,406 - icews14 - [INFO] - [E:160| 1500]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:29:18,510 - icews14 - [INFO] - [E:160| 1600]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:30:11,737 - icews14 - [INFO] - [E:160| 1700]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:31:04,798 - icews14 - [INFO] - [E:160| 1800]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:31:57,613 - icews14 - [INFO] - [E:160| 1900]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:32:19,415 - icews14 - [INFO] - [Epoch:160]: Training Loss:0.001521 + +2023-05-12 05:32:19,569 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 05:32:39,254 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 05:32:44,734 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 05:33:02,612 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 05:33:05,643 - icews14 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.44483, Head : 0.39731, Avg : 0.42107 + +2023-05-12 05:33:05,643 - icews14 - [INFO] - [Epoch 160]: Training Loss: 0.001521, Valid MRR: 0.42288, + + + +2023-05-12 05:33:05,989 - icews14 - [INFO] - [E:161| 0]: Train Loss:0.0015229, Val MRR:0.42288, icews14 +2023-05-12 05:33:49,789 - icews14 - [INFO] - [E:161| 100]: Train Loss:0.0015215, Val MRR:0.42288, icews14 +2023-05-12 05:34:42,258 - icews14 - [INFO] - [E:161| 200]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:35:35,029 - icews14 - [INFO] - [E:161| 300]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:36:27,067 - icews14 - [INFO] - [E:161| 400]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 05:37:19,924 - icews14 - [INFO] - [E:161| 500]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 05:38:12,960 - icews14 - [INFO] - [E:161| 600]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 05:39:06,078 - icews14 - [INFO] - [E:161| 700]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 05:39:59,119 - icews14 - [INFO] - [E:161| 800]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:40:52,055 - icews14 - [INFO] - [E:161| 900]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:41:35,549 - icews14 - [INFO] - [E:161| 1000]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 05:42:25,896 - icews14 - [INFO] - [E:161| 1100]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:43:18,915 - icews14 - [INFO] - [E:161| 1200]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:44:12,232 - icews14 - [INFO] - [E:161| 1300]: Train Loss:0.001521, Val MRR:0.42288, icews14 +2023-05-12 05:45:05,382 - icews14 - [INFO] - [E:161| 1400]: Train Loss:0.0015209, Val MRR:0.42288, icews14 +2023-05-12 05:45:58,578 - icews14 - [INFO] - [E:161| 1500]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:46:51,831 - icews14 - [INFO] - [E:161| 1600]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:47:44,670 - icews14 - [INFO] - [E:161| 1700]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:48:37,356 - icews14 - [INFO] - [E:161| 1800]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 05:49:30,578 - icews14 - [INFO] - [E:161| 1900]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 05:49:48,353 - icews14 - [INFO] - [Epoch:161]: Training Loss:0.001521 + +2023-05-12 05:49:48,465 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 05:49:59,367 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 05:50:04,487 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 05:50:23,665 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 05:50:29,016 - icews14 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.44697, Head : 0.39673, Avg : 0.42185 + +2023-05-12 05:50:29,016 - icews14 - [INFO] - [Epoch 161]: Training Loss: 0.0015208, Valid MRR: 0.42288, + + + +2023-05-12 05:50:29,642 - icews14 - [INFO] - [E:162| 0]: Train Loss:0.0015234, Val MRR:0.42288, icews14 +2023-05-12 05:51:23,058 - icews14 - [INFO] - [E:162| 100]: Train Loss:0.0015197, Val MRR:0.42288, icews14 +2023-05-12 05:52:10,430 - icews14 - [INFO] - [E:162| 200]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:53:03,339 - icews14 - [INFO] - [E:162| 300]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 05:53:56,467 - icews14 - [INFO] - [E:162| 400]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:54:49,589 - icews14 - [INFO] - [E:162| 500]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 05:55:42,496 - icews14 - [INFO] - [E:162| 600]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 05:56:35,714 - icews14 - [INFO] - [E:162| 700]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 05:57:28,758 - icews14 - [INFO] - [E:162| 800]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:58:17,874 - icews14 - [INFO] - [E:162| 900]: Train Loss:0.0015204, Val MRR:0.42288, icews14 +2023-05-12 05:59:04,418 - icews14 - [INFO] - [E:162| 1000]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 05:59:57,434 - icews14 - [INFO] - [E:162| 1100]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 06:00:50,455 - icews14 - [INFO] - [E:162| 1200]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 06:01:42,922 - icews14 - [INFO] - [E:162| 1300]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 06:02:35,750 - icews14 - [INFO] - [E:162| 1400]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 06:03:28,588 - icews14 - [INFO] - [E:162| 1500]: Train Loss:0.0015208, Val MRR:0.42288, icews14 +2023-05-12 06:04:21,767 - icews14 - [INFO] - [E:162| 1600]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 06:05:14,953 - icews14 - [INFO] - [E:162| 1700]: Train Loss:0.0015205, Val MRR:0.42288, icews14 +2023-05-12 06:06:08,050 - icews14 - [INFO] - [E:162| 1800]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 06:06:49,627 - icews14 - [INFO] - [E:162| 1900]: Train Loss:0.0015207, Val MRR:0.42288, icews14 +2023-05-12 06:07:13,118 - icews14 - [INFO] - [Epoch:162]: Training Loss:0.001521 + +2023-05-12 06:07:13,396 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 06:07:32,484 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 06:07:37,981 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 06:07:57,238 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 06:08:02,552 - icews14 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.44324, Head : 0.39373, Avg : 0.41849 + +2023-05-12 06:08:02,552 - icews14 - [INFO] - [Epoch 162]: Training Loss: 0.0015206, Valid MRR: 0.42288, + + + +2023-05-12 06:08:03,060 - icews14 - [INFO] - [E:163| 0]: Train Loss:0.0015022, Val MRR:0.42288, icews14 +2023-05-12 06:08:55,999 - icews14 - [INFO] - [E:163| 100]: Train Loss:0.0015226, Val MRR:0.42288, icews14 +2023-05-12 06:09:48,466 - icews14 - [INFO] - [E:163| 200]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:10:40,737 - icews14 - [INFO] - [E:163| 300]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 06:11:33,713 - icews14 - [INFO] - [E:163| 400]: Train Loss:0.0015206, Val MRR:0.42288, icews14 +2023-05-12 06:12:27,383 - icews14 - [INFO] - [E:163| 500]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:13:20,496 - icews14 - [INFO] - [E:163| 600]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:14:13,711 - icews14 - [INFO] - [E:163| 700]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 06:15:00,127 - icews14 - [INFO] - [E:163| 800]: Train Loss:0.00152, Val MRR:0.42288, icews14 +2023-05-12 06:15:47,957 - icews14 - [INFO] - [E:163| 900]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:16:41,006 - icews14 - [INFO] - [E:163| 1000]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:17:34,072 - icews14 - [INFO] - [E:163| 1100]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:18:27,227 - icews14 - [INFO] - [E:163| 1200]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:19:20,643 - icews14 - [INFO] - [E:163| 1300]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:20:13,344 - icews14 - [INFO] - [E:163| 1400]: Train Loss:0.0015201, Val MRR:0.42288, icews14 +2023-05-12 06:21:06,369 - icews14 - [INFO] - [E:163| 1500]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:21:59,191 - icews14 - [INFO] - [E:163| 1600]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:22:51,926 - icews14 - [INFO] - [E:163| 1700]: Train Loss:0.0015202, Val MRR:0.42288, icews14 +2023-05-12 06:23:33,851 - icews14 - [INFO] - [E:163| 1800]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:24:27,369 - icews14 - [INFO] - [E:163| 1900]: Train Loss:0.0015203, Val MRR:0.42288, icews14 +2023-05-12 06:24:49,618 - icews14 - [INFO] - [Epoch:163]: Training Loss:0.00152 + +2023-05-12 06:24:49,891 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 06:25:08,833 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 06:25:14,258 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 06:25:33,419 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 06:25:38,696 - icews14 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.44925, Head : 0.39763, Avg : 0.42344 + +2023-05-12 06:25:40,059 - icews14 - [INFO] - [Epoch 163]: Training Loss: 0.0015204, Valid MRR: 0.42344, + + + +2023-05-12 06:25:40,482 - icews14 - [INFO] - [E:164| 0]: Train Loss:0.0015032, Val MRR:0.42344, icews14 +2023-05-12 06:26:33,384 - icews14 - [INFO] - [E:164| 100]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 06:27:26,423 - icews14 - [INFO] - [E:164| 200]: Train Loss:0.0015205, Val MRR:0.42344, icews14 +2023-05-12 06:28:19,554 - icews14 - [INFO] - [E:164| 300]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:29:12,019 - icews14 - [INFO] - [E:164| 400]: Train Loss:0.0015203, Val MRR:0.42344, icews14 +2023-05-12 06:30:05,789 - icews14 - [INFO] - [E:164| 500]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:30:58,797 - icews14 - [INFO] - [E:164| 600]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:31:44,261 - icews14 - [INFO] - [E:164| 700]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 06:32:33,087 - icews14 - [INFO] - [E:164| 800]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:33:26,206 - icews14 - [INFO] - [E:164| 900]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:34:19,250 - icews14 - [INFO] - [E:164| 1000]: Train Loss:0.00152, Val MRR:0.42344, icews14 +2023-05-12 06:35:12,845 - icews14 - [INFO] - [E:164| 1100]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:36:05,894 - icews14 - [INFO] - [E:164| 1200]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:36:58,951 - icews14 - [INFO] - [E:164| 1300]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:37:50,314 - icews14 - [INFO] - [E:164| 1400]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:38:40,164 - icews14 - [INFO] - [E:164| 1500]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:39:32,986 - icews14 - [INFO] - [E:164| 1600]: Train Loss:0.0015201, Val MRR:0.42344, icews14 +2023-05-12 06:40:16,789 - icews14 - [INFO] - [E:164| 1700]: Train Loss:0.0015203, Val MRR:0.42344, icews14 +2023-05-12 06:41:07,873 - icews14 - [INFO] - [E:164| 1800]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:42:00,632 - icews14 - [INFO] - [E:164| 1900]: Train Loss:0.0015202, Val MRR:0.42344, icews14 +2023-05-12 06:42:22,234 - icews14 - [INFO] - [Epoch:164]: Training Loss:0.00152 + +2023-05-12 06:42:22,413 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 06:42:41,854 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 06:42:47,231 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 06:43:06,384 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 06:43:11,725 - icews14 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.44771, Head : 0.39819, Avg : 0.42295 + +2023-05-12 06:43:11,726 - icews14 - [INFO] - [Epoch 164]: Training Loss: 0.0015202, Valid MRR: 0.42344, + + + +2023-05-12 06:43:12,465 - icews14 - [INFO] - [E:165| 0]: Train Loss:0.0015068, Val MRR:0.42344, icews14 +2023-05-12 06:44:05,085 - icews14 - [INFO] - [E:165| 100]: Train Loss:0.0015179, Val MRR:0.42344, icews14 +2023-05-12 06:44:57,737 - icews14 - [INFO] - [E:165| 200]: Train Loss:0.0015182, Val MRR:0.42344, icews14 +2023-05-12 06:45:50,629 - icews14 - [INFO] - [E:165| 300]: Train Loss:0.0015187, Val MRR:0.42344, icews14 +2023-05-12 06:46:43,804 - icews14 - [INFO] - [E:165| 400]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 06:47:36,966 - icews14 - [INFO] - [E:165| 500]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 06:48:25,183 - icews14 - [INFO] - [E:165| 600]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 06:49:11,422 - icews14 - [INFO] - [E:165| 700]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 06:50:04,363 - icews14 - [INFO] - [E:165| 800]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:50:57,291 - icews14 - [INFO] - [E:165| 900]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 06:51:50,239 - icews14 - [INFO] - [E:165| 1000]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 06:52:43,366 - icews14 - [INFO] - [E:165| 1100]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 06:53:36,588 - icews14 - [INFO] - [E:165| 1200]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:54:29,584 - icews14 - [INFO] - [E:165| 1300]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:55:22,482 - icews14 - [INFO] - [E:165| 1400]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:56:15,068 - icews14 - [INFO] - [E:165| 1500]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 06:56:57,193 - icews14 - [INFO] - [E:165| 1600]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 06:57:50,433 - icews14 - [INFO] - [E:165| 1700]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 06:58:43,443 - icews14 - [INFO] - [E:165| 1800]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 06:59:36,226 - icews14 - [INFO] - [E:165| 1900]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 06:59:58,388 - icews14 - [INFO] - [Epoch:165]: Training Loss:0.00152 + +2023-05-12 06:59:58,663 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 07:00:18,110 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 07:00:23,552 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 07:00:42,707 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 07:00:48,158 - icews14 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.44643, Head : 0.39624, Avg : 0.42133 + +2023-05-12 07:00:48,159 - icews14 - [INFO] - [Epoch 165]: Training Loss: 0.0015199, Valid MRR: 0.42344, + + + +2023-05-12 07:00:48,750 - icews14 - [INFO] - [E:166| 0]: Train Loss:0.0015463, Val MRR:0.42344, icews14 +2023-05-12 07:01:41,697 - icews14 - [INFO] - [E:166| 100]: Train Loss:0.0015179, Val MRR:0.42344, icews14 +2023-05-12 07:02:34,507 - icews14 - [INFO] - [E:166| 200]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 07:03:28,091 - icews14 - [INFO] - [E:166| 300]: Train Loss:0.0015186, Val MRR:0.42344, icews14 +2023-05-12 07:04:20,923 - icews14 - [INFO] - [E:166| 400]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:05:07,385 - icews14 - [INFO] - [E:166| 500]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:05:55,108 - icews14 - [INFO] - [E:166| 600]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:06:47,995 - icews14 - [INFO] - [E:166| 700]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 07:07:40,932 - icews14 - [INFO] - [E:166| 800]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 07:08:33,916 - icews14 - [INFO] - [E:166| 900]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:09:26,999 - icews14 - [INFO] - [E:166| 1000]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:10:20,070 - icews14 - [INFO] - [E:166| 1100]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:11:13,303 - icews14 - [INFO] - [E:166| 1200]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:12:06,548 - icews14 - [INFO] - [E:166| 1300]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 07:12:59,527 - icews14 - [INFO] - [E:166| 1400]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:13:41,525 - icews14 - [INFO] - [E:166| 1500]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 07:14:34,007 - icews14 - [INFO] - [E:166| 1600]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 07:15:26,374 - icews14 - [INFO] - [E:166| 1700]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 07:16:18,882 - icews14 - [INFO] - [E:166| 1800]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 07:17:10,985 - icews14 - [INFO] - [E:166| 1900]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:17:33,077 - icews14 - [INFO] - [Epoch:166]: Training Loss:0.00152 + +2023-05-12 07:17:33,232 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 07:17:52,581 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 07:17:58,213 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 07:18:16,975 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 07:18:22,243 - icews14 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.44585, Head : 0.3932, Avg : 0.41953 + +2023-05-12 07:18:22,243 - icews14 - [INFO] - [Epoch 166]: Training Loss: 0.0015197, Valid MRR: 0.42344, + + + +2023-05-12 07:18:22,874 - icews14 - [INFO] - [E:167| 0]: Train Loss:0.0015124, Val MRR:0.42344, icews14 +2023-05-12 07:19:15,868 - icews14 - [INFO] - [E:167| 100]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 07:20:09,841 - icews14 - [INFO] - [E:167| 200]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:21:02,835 - icews14 - [INFO] - [E:167| 300]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:21:47,283 - icews14 - [INFO] - [E:167| 400]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:22:38,033 - icews14 - [INFO] - [E:167| 500]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 07:23:30,920 - icews14 - [INFO] - [E:167| 600]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:24:18,903 - icews14 - [INFO] - [E:167| 700]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 07:25:11,919 - icews14 - [INFO] - [E:167| 800]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:26:04,929 - icews14 - [INFO] - [E:167| 900]: Train Loss:0.00152, Val MRR:0.42344, icews14 +2023-05-12 07:26:58,051 - icews14 - [INFO] - [E:167| 1000]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 07:27:51,012 - icews14 - [INFO] - [E:167| 1100]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 07:28:44,015 - icews14 - [INFO] - [E:167| 1200]: Train Loss:0.0015199, Val MRR:0.42344, icews14 +2023-05-12 07:29:37,198 - icews14 - [INFO] - [E:167| 1300]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 07:30:19,608 - icews14 - [INFO] - [E:167| 1400]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 07:31:12,042 - icews14 - [INFO] - [E:167| 1500]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:32:04,701 - icews14 - [INFO] - [E:167| 1600]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:32:58,073 - icews14 - [INFO] - [E:167| 1700]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 07:33:50,702 - icews14 - [INFO] - [E:167| 1800]: Train Loss:0.0015197, Val MRR:0.42344, icews14 +2023-05-12 07:34:43,945 - icews14 - [INFO] - [E:167| 1900]: Train Loss:0.0015196, Val MRR:0.42344, icews14 +2023-05-12 07:35:06,174 - icews14 - [INFO] - [Epoch:167]: Training Loss:0.00152 + +2023-05-12 07:35:06,307 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 07:35:25,315 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 07:35:30,916 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 07:35:50,105 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 07:35:55,313 - icews14 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.44915, Head : 0.39487, Avg : 0.42201 + +2023-05-12 07:35:55,313 - icews14 - [INFO] - [Epoch 167]: Training Loss: 0.0015197, Valid MRR: 0.42344, + + + +2023-05-12 07:35:56,027 - icews14 - [INFO] - [E:168| 0]: Train Loss:0.0015319, Val MRR:0.42344, icews14 +2023-05-12 07:36:49,345 - icews14 - [INFO] - [E:168| 100]: Train Loss:0.0015176, Val MRR:0.42344, icews14 +2023-05-12 07:37:42,350 - icews14 - [INFO] - [E:168| 200]: Train Loss:0.0015167, Val MRR:0.42344, icews14 +2023-05-12 07:38:29,464 - icews14 - [INFO] - [E:168| 300]: Train Loss:0.0015168, Val MRR:0.42344, icews14 +2023-05-12 07:39:17,625 - icews14 - [INFO] - [E:168| 400]: Train Loss:0.0015172, Val MRR:0.42344, icews14 +2023-05-12 07:40:10,559 - icews14 - [INFO] - [E:168| 500]: Train Loss:0.0015175, Val MRR:0.42344, icews14 +2023-05-12 07:41:03,373 - icews14 - [INFO] - [E:168| 600]: Train Loss:0.0015179, Val MRR:0.42344, icews14 +2023-05-12 07:41:56,291 - icews14 - [INFO] - [E:168| 700]: Train Loss:0.0015181, Val MRR:0.42344, icews14 +2023-05-12 07:42:48,634 - icews14 - [INFO] - [E:168| 800]: Train Loss:0.0015182, Val MRR:0.42344, icews14 +2023-05-12 07:43:41,872 - icews14 - [INFO] - [E:168| 900]: Train Loss:0.0015183, Val MRR:0.42344, icews14 +2023-05-12 07:44:34,893 - icews14 - [INFO] - [E:168| 1000]: Train Loss:0.0015182, Val MRR:0.42344, icews14 +2023-05-12 07:45:27,868 - icews14 - [INFO] - [E:168| 1100]: Train Loss:0.0015186, Val MRR:0.42344, icews14 +2023-05-12 07:46:20,705 - icews14 - [INFO] - [E:168| 1200]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 07:47:03,150 - icews14 - [INFO] - [E:168| 1300]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 07:47:55,832 - icews14 - [INFO] - [E:168| 1400]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 07:48:48,952 - icews14 - [INFO] - [E:168| 1500]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:49:41,862 - icews14 - [INFO] - [E:168| 1600]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:50:34,539 - icews14 - [INFO] - [E:168| 1700]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:51:26,879 - icews14 - [INFO] - [E:168| 1800]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:52:18,889 - icews14 - [INFO] - [E:168| 1900]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:52:41,060 - icews14 - [INFO] - [Epoch:168]: Training Loss:0.001519 + +2023-05-12 07:52:41,309 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 07:53:00,221 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 07:53:05,704 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 07:53:25,122 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 07:53:30,413 - icews14 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.44747, Head : 0.39592, Avg : 0.42169 + +2023-05-12 07:53:30,414 - icews14 - [INFO] - [Epoch 168]: Training Loss: 0.0015193, Valid MRR: 0.42344, + + + +2023-05-12 07:53:31,163 - icews14 - [INFO] - [E:169| 0]: Train Loss:0.0015056, Val MRR:0.42344, icews14 +2023-05-12 07:54:24,176 - icews14 - [INFO] - [E:169| 100]: Train Loss:0.0015213, Val MRR:0.42344, icews14 +2023-05-12 07:55:08,711 - icews14 - [INFO] - [E:169| 200]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 07:55:58,908 - icews14 - [INFO] - [E:169| 300]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 07:56:51,875 - icews14 - [INFO] - [E:169| 400]: Train Loss:0.00152, Val MRR:0.42344, icews14 +2023-05-12 07:57:44,735 - icews14 - [INFO] - [E:169| 500]: Train Loss:0.0015198, Val MRR:0.42344, icews14 +2023-05-12 07:58:38,225 - icews14 - [INFO] - [E:169| 600]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 07:59:31,437 - icews14 - [INFO] - [E:169| 700]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 08:00:24,644 - icews14 - [INFO] - [E:169| 800]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 08:01:17,694 - icews14 - [INFO] - [E:169| 900]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 08:02:10,664 - icews14 - [INFO] - [E:169| 1000]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 08:03:03,354 - icews14 - [INFO] - [E:169| 1100]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 08:03:45,664 - icews14 - [INFO] - [E:169| 1200]: Train Loss:0.0015191, Val MRR:0.42344, icews14 +2023-05-12 08:04:38,612 - icews14 - [INFO] - [E:169| 1300]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 08:05:31,036 - icews14 - [INFO] - [E:169| 1400]: Train Loss:0.0015192, Val MRR:0.42344, icews14 +2023-05-12 08:06:23,979 - icews14 - [INFO] - [E:169| 1500]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:07:16,898 - icews14 - [INFO] - [E:169| 1600]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 08:08:10,062 - icews14 - [INFO] - [E:169| 1700]: Train Loss:0.0015195, Val MRR:0.42344, icews14 +2023-05-12 08:09:03,076 - icews14 - [INFO] - [E:169| 1800]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:09:54,197 - icews14 - [INFO] - [E:169| 1900]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:10:13,080 - icews14 - [INFO] - [Epoch:169]: Training Loss:0.001519 + +2023-05-12 08:10:13,235 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 08:10:32,513 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 08:10:38,156 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 08:10:57,248 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 08:11:02,542 - icews14 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.44683, Head : 0.3928, Avg : 0.41981 + MR: Tail : 665.82, Head : 773.89, Avg : 719.86 + Hit-1: Tail : 0.35854, Head : 0.30538, Avg : 0.33196 + Hit-3: Tail : 0.49545, Head : 0.43379, Avg : 0.46462 + Hit-10: Tail : 0.6093, Head : 0.56281, Avg : 0.58605 +2023-05-12 08:11:02,542 - icews14 - [INFO] - [Epoch 169]: Training Loss: 0.0015193, Valid MRR: 0.42344, + + + +2023-05-12 08:11:03,037 - icews14 - [INFO] - [E:170| 0]: Train Loss:0.0015273, Val MRR:0.42344, icews14 +2023-05-12 08:11:50,339 - icews14 - [INFO] - [E:170| 100]: Train Loss:0.0015194, Val MRR:0.42344, icews14 +2023-05-12 08:12:39,140 - icews14 - [INFO] - [E:170| 200]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:13:32,320 - icews14 - [INFO] - [E:170| 300]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 08:14:25,344 - icews14 - [INFO] - [E:170| 400]: Train Loss:0.0015184, Val MRR:0.42344, icews14 +2023-05-12 08:15:18,605 - icews14 - [INFO] - [E:170| 500]: Train Loss:0.0015184, Val MRR:0.42344, icews14 +2023-05-12 08:16:11,497 - icews14 - [INFO] - [E:170| 600]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:17:04,615 - icews14 - [INFO] - [E:170| 700]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 08:17:57,654 - icews14 - [INFO] - [E:170| 800]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:18:50,851 - icews14 - [INFO] - [E:170| 900]: Train Loss:0.0015193, Val MRR:0.42344, icews14 +2023-05-12 08:19:44,063 - icews14 - [INFO] - [E:170| 1000]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:20:26,352 - icews14 - [INFO] - [E:170| 1100]: Train Loss:0.0015187, Val MRR:0.42344, icews14 +2023-05-12 08:21:19,306 - icews14 - [INFO] - [E:170| 1200]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:22:12,275 - icews14 - [INFO] - [E:170| 1300]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:23:05,071 - icews14 - [INFO] - [E:170| 1400]: Train Loss:0.0015189, Val MRR:0.42344, icews14 +2023-05-12 08:23:58,387 - icews14 - [INFO] - [E:170| 1500]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:24:50,601 - icews14 - [INFO] - [E:170| 1600]: Train Loss:0.0015188, Val MRR:0.42344, icews14 +2023-05-12 08:25:43,585 - icews14 - [INFO] - [E:170| 1700]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:26:36,045 - icews14 - [INFO] - [E:170| 1800]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:27:28,772 - icews14 - [INFO] - [E:170| 1900]: Train Loss:0.001519, Val MRR:0.42344, icews14 +2023-05-12 08:27:51,131 - icews14 - [INFO] - [Epoch:170]: Training Loss:0.001519 + +2023-05-12 08:27:51,404 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 08:28:10,388 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 08:28:15,804 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 08:28:26,745 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 08:28:29,764 - icews14 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.44963, Head : 0.4004, Avg : 0.42501 + +2023-05-12 08:28:31,130 - icews14 - [INFO] - [Epoch 170]: Training Loss: 0.0015191, Valid MRR: 0.42501, + + + +2023-05-12 08:28:31,481 - icews14 - [INFO] - [E:171| 0]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 08:29:22,486 - icews14 - [INFO] - [E:171| 100]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 08:30:15,417 - icews14 - [INFO] - [E:171| 200]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 08:31:08,217 - icews14 - [INFO] - [E:171| 300]: Train Loss:0.0015193, Val MRR:0.42501, icews14 +2023-05-12 08:32:01,501 - icews14 - [INFO] - [E:171| 400]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 08:32:54,346 - icews14 - [INFO] - [E:171| 500]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 08:33:47,374 - icews14 - [INFO] - [E:171| 600]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:34:40,367 - icews14 - [INFO] - [E:171| 700]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 08:35:33,533 - icews14 - [INFO] - [E:171| 800]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:36:26,498 - icews14 - [INFO] - [E:171| 900]: Train Loss:0.001519, Val MRR:0.42501, icews14 +2023-05-12 08:37:08,821 - icews14 - [INFO] - [E:171| 1000]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 08:38:01,507 - icews14 - [INFO] - [E:171| 1100]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:38:54,333 - icews14 - [INFO] - [E:171| 1200]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:39:46,839 - icews14 - [INFO] - [E:171| 1300]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 08:40:39,822 - icews14 - [INFO] - [E:171| 1400]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 08:41:32,894 - icews14 - [INFO] - [E:171| 1500]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 08:42:25,939 - icews14 - [INFO] - [E:171| 1600]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 08:43:19,006 - icews14 - [INFO] - [E:171| 1700]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:44:11,985 - icews14 - [INFO] - [E:171| 1800]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 08:45:01,091 - icews14 - [INFO] - [E:171| 1900]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 08:45:16,263 - icews14 - [INFO] - [Epoch:171]: Training Loss:0.001519 + +2023-05-12 08:45:16,423 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 08:45:35,614 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 08:45:41,041 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 08:46:00,243 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 08:46:05,439 - icews14 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.44607, Head : 0.39711, Avg : 0.42159 + +2023-05-12 08:46:05,439 - icews14 - [INFO] - [Epoch 171]: Training Loss: 0.0015188, Valid MRR: 0.42501, + + + +2023-05-12 08:46:05,930 - icews14 - [INFO] - [E:172| 0]: Train Loss:0.001513, Val MRR:0.42501, icews14 +2023-05-12 08:46:58,372 - icews14 - [INFO] - [E:172| 100]: Train Loss:0.0015191, Val MRR:0.42501, icews14 +2023-05-12 08:47:51,377 - icews14 - [INFO] - [E:172| 200]: Train Loss:0.0015191, Val MRR:0.42501, icews14 +2023-05-12 08:48:44,527 - icews14 - [INFO] - [E:172| 300]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 08:49:37,499 - icews14 - [INFO] - [E:172| 400]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 08:50:30,274 - icews14 - [INFO] - [E:172| 500]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 08:51:23,045 - icews14 - [INFO] - [E:172| 600]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 08:52:15,991 - icews14 - [INFO] - [E:172| 700]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 08:53:09,003 - icews14 - [INFO] - [E:172| 800]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 08:53:51,097 - icews14 - [INFO] - [E:172| 900]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 08:54:44,047 - icews14 - [INFO] - [E:172| 1000]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 08:55:36,960 - icews14 - [INFO] - [E:172| 1100]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:56:24,994 - icews14 - [INFO] - [E:172| 1200]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 08:57:17,890 - icews14 - [INFO] - [E:172| 1300]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:58:10,827 - icews14 - [INFO] - [E:172| 1400]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:59:03,341 - icews14 - [INFO] - [E:172| 1500]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 08:59:55,802 - icews14 - [INFO] - [E:172| 1600]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:00:48,783 - icews14 - [INFO] - [E:172| 1700]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:01:39,942 - icews14 - [INFO] - [E:172| 1800]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:02:23,555 - icews14 - [INFO] - [E:172| 1900]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:02:45,827 - icews14 - [INFO] - [Epoch:172]: Training Loss:0.001519 + +2023-05-12 09:02:46,078 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 09:03:05,076 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 09:03:10,535 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 09:03:29,454 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 09:03:34,712 - icews14 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.44741, Head : 0.39523, Avg : 0.42132 + +2023-05-12 09:03:34,712 - icews14 - [INFO] - [Epoch 172]: Training Loss: 0.0015187, Valid MRR: 0.42501, + + + +2023-05-12 09:03:35,398 - icews14 - [INFO] - [E:173| 0]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 09:04:28,626 - icews14 - [INFO] - [E:173| 100]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 09:05:21,199 - icews14 - [INFO] - [E:173| 200]: Train Loss:0.0015193, Val MRR:0.42501, icews14 +2023-05-12 09:06:14,208 - icews14 - [INFO] - [E:173| 300]: Train Loss:0.0015195, Val MRR:0.42501, icews14 +2023-05-12 09:07:07,271 - icews14 - [INFO] - [E:173| 400]: Train Loss:0.0015194, Val MRR:0.42501, icews14 +2023-05-12 09:08:00,366 - icews14 - [INFO] - [E:173| 500]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:08:53,413 - icews14 - [INFO] - [E:173| 600]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 09:09:46,231 - icews14 - [INFO] - [E:173| 700]: Train Loss:0.0015188, Val MRR:0.42501, icews14 +2023-05-12 09:10:28,899 - icews14 - [INFO] - [E:173| 800]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:11:22,046 - icews14 - [INFO] - [E:173| 900]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:12:15,186 - icews14 - [INFO] - [E:173| 1000]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:13:07,996 - icews14 - [INFO] - [E:173| 1100]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:14:00,705 - icews14 - [INFO] - [E:173| 1200]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:14:53,809 - icews14 - [INFO] - [E:173| 1300]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:15:47,008 - icews14 - [INFO] - [E:173| 1400]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:16:39,923 - icews14 - [INFO] - [E:173| 1500]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 09:17:32,710 - icews14 - [INFO] - [E:173| 1600]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:18:21,939 - icews14 - [INFO] - [E:173| 1700]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:19:07,619 - icews14 - [INFO] - [E:173| 1800]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:20:00,695 - icews14 - [INFO] - [E:173| 1900]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:20:23,082 - icews14 - [INFO] - [Epoch:173]: Training Loss:0.001519 + +2023-05-12 09:20:23,355 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 09:20:42,272 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 09:20:47,696 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 09:21:06,616 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 09:21:11,905 - icews14 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.44939, Head : 0.39537, Avg : 0.42238 + +2023-05-12 09:21:11,905 - icews14 - [INFO] - [Epoch 173]: Training Loss: 0.0015186, Valid MRR: 0.42501, + + + +2023-05-12 09:21:12,416 - icews14 - [INFO] - [E:174| 0]: Train Loss:0.0014995, Val MRR:0.42501, icews14 +2023-05-12 09:22:05,559 - icews14 - [INFO] - [E:174| 100]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 09:22:58,650 - icews14 - [INFO] - [E:174| 200]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:23:51,535 - icews14 - [INFO] - [E:174| 300]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 09:24:44,428 - icews14 - [INFO] - [E:174| 400]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 09:25:37,259 - icews14 - [INFO] - [E:174| 500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 09:26:30,520 - icews14 - [INFO] - [E:174| 600]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 09:27:13,090 - icews14 - [INFO] - [E:174| 700]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 09:28:06,150 - icews14 - [INFO] - [E:174| 800]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 09:28:58,819 - icews14 - [INFO] - [E:174| 900]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 09:29:51,615 - icews14 - [INFO] - [E:174| 1000]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 09:30:43,853 - icews14 - [INFO] - [E:174| 1100]: Train Loss:0.0015183, Val MRR:0.42501, icews14 +2023-05-12 09:31:36,676 - icews14 - [INFO] - [E:174| 1200]: Train Loss:0.0015183, Val MRR:0.42501, icews14 +2023-05-12 09:32:29,332 - icews14 - [INFO] - [E:174| 1300]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:33:21,366 - icews14 - [INFO] - [E:174| 1400]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:34:14,216 - icews14 - [INFO] - [E:174| 1500]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:35:00,841 - icews14 - [INFO] - [E:174| 1600]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:35:48,845 - icews14 - [INFO] - [E:174| 1700]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:36:41,619 - icews14 - [INFO] - [E:174| 1800]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:37:34,890 - icews14 - [INFO] - [E:174| 1900]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 09:37:56,950 - icews14 - [INFO] - [Epoch:174]: Training Loss:0.001519 + +2023-05-12 09:37:57,104 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 09:38:16,254 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 09:38:21,761 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 09:38:41,109 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 09:38:46,435 - icews14 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.44579, Head : 0.39499, Avg : 0.42039 + +2023-05-12 09:38:46,435 - icews14 - [INFO] - [Epoch 174]: Training Loss: 0.0015187, Valid MRR: 0.42501, + + + +2023-05-12 09:38:46,858 - icews14 - [INFO] - [E:175| 0]: Train Loss:0.0015024, Val MRR:0.42501, icews14 +2023-05-12 09:39:39,923 - icews14 - [INFO] - [E:175| 100]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 09:40:32,622 - icews14 - [INFO] - [E:175| 200]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 09:41:25,574 - icews14 - [INFO] - [E:175| 300]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:42:12,934 - icews14 - [INFO] - [E:175| 400]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 09:43:05,819 - icews14 - [INFO] - [E:175| 500]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:43:48,096 - icews14 - [INFO] - [E:175| 600]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 09:44:41,039 - icews14 - [INFO] - [E:175| 700]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:45:33,911 - icews14 - [INFO] - [E:175| 800]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 09:46:27,076 - icews14 - [INFO] - [E:175| 900]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:47:19,772 - icews14 - [INFO] - [E:175| 1000]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 09:48:12,986 - icews14 - [INFO] - [E:175| 1100]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 09:49:05,934 - icews14 - [INFO] - [E:175| 1200]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 09:49:58,883 - icews14 - [INFO] - [E:175| 1300]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 09:50:51,707 - icews14 - [INFO] - [E:175| 1400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 09:51:41,531 - icews14 - [INFO] - [E:175| 1500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 09:52:26,717 - icews14 - [INFO] - [E:175| 1600]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 09:53:19,683 - icews14 - [INFO] - [E:175| 1700]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 09:54:12,639 - icews14 - [INFO] - [E:175| 1800]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 09:55:06,057 - icews14 - [INFO] - [E:175| 1900]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 09:55:28,171 - icews14 - [INFO] - [Epoch:175]: Training Loss:0.001518 + +2023-05-12 09:55:28,320 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 09:55:47,433 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 09:55:52,952 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 09:56:11,861 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 09:56:17,187 - icews14 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.44556, Head : 0.39231, Avg : 0.41893 + +2023-05-12 09:56:17,187 - icews14 - [INFO] - [Epoch 175]: Training Loss: 0.0015181, Valid MRR: 0.42501, + + + +2023-05-12 09:56:17,683 - icews14 - [INFO] - [E:176| 0]: Train Loss:0.00152, Val MRR:0.42501, icews14 +2023-05-12 09:57:10,973 - icews14 - [INFO] - [E:176| 100]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 09:58:03,829 - icews14 - [INFO] - [E:176| 200]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 09:58:56,843 - icews14 - [INFO] - [E:176| 300]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 09:59:49,718 - icews14 - [INFO] - [E:176| 400]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 10:00:32,296 - icews14 - [INFO] - [E:176| 500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:01:25,101 - icews14 - [INFO] - [E:176| 600]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:02:18,098 - icews14 - [INFO] - [E:176| 700]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:03:11,077 - icews14 - [INFO] - [E:176| 800]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:04:03,919 - icews14 - [INFO] - [E:176| 900]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:04:56,527 - icews14 - [INFO] - [E:176| 1000]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:05:49,579 - icews14 - [INFO] - [E:176| 1100]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:06:42,751 - icews14 - [INFO] - [E:176| 1200]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:07:35,252 - icews14 - [INFO] - [E:176| 1300]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:08:22,180 - icews14 - [INFO] - [E:176| 1400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:09:09,529 - icews14 - [INFO] - [E:176| 1500]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 10:10:02,257 - icews14 - [INFO] - [E:176| 1600]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 10:10:55,238 - icews14 - [INFO] - [E:176| 1700]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 10:11:48,096 - icews14 - [INFO] - [E:176| 1800]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 10:12:41,113 - icews14 - [INFO] - [E:176| 1900]: Train Loss:0.0015182, Val MRR:0.42501, icews14 +2023-05-12 10:13:03,533 - icews14 - [INFO] - [Epoch:176]: Training Loss:0.001518 + +2023-05-12 10:13:03,804 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 10:13:22,671 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 10:13:28,058 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 10:13:47,031 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 10:13:52,329 - icews14 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.44654, Head : 0.39357, Avg : 0.42006 + +2023-05-12 10:13:52,329 - icews14 - [INFO] - [Epoch 176]: Training Loss: 0.0015181, Valid MRR: 0.42501, + + + +2023-05-12 10:13:52,850 - icews14 - [INFO] - [E:177| 0]: Train Loss:0.0015264, Val MRR:0.42501, icews14 +2023-05-12 10:14:45,770 - icews14 - [INFO] - [E:177| 100]: Train Loss:0.0015207, Val MRR:0.42501, icews14 +2023-05-12 10:15:38,780 - icews14 - [INFO] - [E:177| 200]: Train Loss:0.00152, Val MRR:0.42501, icews14 +2023-05-12 10:16:31,599 - icews14 - [INFO] - [E:177| 300]: Train Loss:0.0015193, Val MRR:0.42501, icews14 +2023-05-12 10:17:14,448 - icews14 - [INFO] - [E:177| 400]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 10:18:07,571 - icews14 - [INFO] - [E:177| 500]: Train Loss:0.0015184, Val MRR:0.42501, icews14 +2023-05-12 10:19:00,419 - icews14 - [INFO] - [E:177| 600]: Train Loss:0.0015181, Val MRR:0.42501, icews14 +2023-05-12 10:19:53,628 - icews14 - [INFO] - [E:177| 700]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 10:20:46,912 - icews14 - [INFO] - [E:177| 800]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:21:39,567 - icews14 - [INFO] - [E:177| 900]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:22:32,513 - icews14 - [INFO] - [E:177| 1000]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 10:23:25,498 - icews14 - [INFO] - [E:177| 1100]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:24:18,731 - icews14 - [INFO] - [E:177| 1200]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:25:04,107 - icews14 - [INFO] - [E:177| 1300]: Train Loss:0.001518, Val MRR:0.42501, icews14 +2023-05-12 10:25:54,248 - icews14 - [INFO] - [E:177| 1400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:26:47,260 - icews14 - [INFO] - [E:177| 1500]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:27:40,414 - icews14 - [INFO] - [E:177| 1600]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:28:28,175 - icews14 - [INFO] - [E:177| 1700]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:29:21,241 - icews14 - [INFO] - [E:177| 1800]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:30:14,285 - icews14 - [INFO] - [E:177| 1900]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:30:36,571 - icews14 - [INFO] - [Epoch:177]: Training Loss:0.001518 + +2023-05-12 10:30:36,703 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 10:30:55,613 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 10:31:01,030 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 10:31:19,871 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 10:31:25,179 - icews14 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.44795, Head : 0.39839, Avg : 0.42317 + +2023-05-12 10:31:25,180 - icews14 - [INFO] - [Epoch 177]: Training Loss: 0.0015178, Valid MRR: 0.42501, + + + +2023-05-12 10:31:25,806 - icews14 - [INFO] - [E:178| 0]: Train Loss:0.0015356, Val MRR:0.42501, icews14 +2023-05-12 10:32:18,925 - icews14 - [INFO] - [E:178| 100]: Train Loss:0.0015185, Val MRR:0.42501, icews14 +2023-05-12 10:33:12,048 - icews14 - [INFO] - [E:178| 200]: Train Loss:0.0015191, Val MRR:0.42501, icews14 +2023-05-12 10:33:54,500 - icews14 - [INFO] - [E:178| 300]: Train Loss:0.0015187, Val MRR:0.42501, icews14 +2023-05-12 10:34:47,443 - icews14 - [INFO] - [E:178| 400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:35:40,551 - icews14 - [INFO] - [E:178| 500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:36:33,430 - icews14 - [INFO] - [E:178| 600]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 10:37:26,079 - icews14 - [INFO] - [E:178| 700]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 10:38:18,854 - icews14 - [INFO] - [E:178| 800]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 10:39:11,616 - icews14 - [INFO] - [E:178| 900]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 10:40:04,526 - icews14 - [INFO] - [E:178| 1000]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:40:57,107 - icews14 - [INFO] - [E:178| 1100]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:41:44,901 - icews14 - [INFO] - [E:178| 1200]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 10:42:31,835 - icews14 - [INFO] - [E:178| 1300]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:43:24,756 - icews14 - [INFO] - [E:178| 1400]: Train Loss:0.0015178, Val MRR:0.42501, icews14 +2023-05-12 10:44:17,521 - icews14 - [INFO] - [E:178| 1500]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:45:10,482 - icews14 - [INFO] - [E:178| 1600]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:46:03,545 - icews14 - [INFO] - [E:178| 1700]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:46:56,289 - icews14 - [INFO] - [E:178| 1800]: Train Loss:0.0015176, Val MRR:0.42501, icews14 +2023-05-12 10:47:49,151 - icews14 - [INFO] - [E:178| 1900]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:48:11,146 - icews14 - [INFO] - [Epoch:178]: Training Loss:0.001518 + +2023-05-12 10:48:11,301 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 10:48:30,537 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 10:48:36,109 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 10:48:55,255 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 10:49:00,536 - icews14 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.45112, Head : 0.39836, Avg : 0.42474 + +2023-05-12 10:49:00,537 - icews14 - [INFO] - [Epoch 178]: Training Loss: 0.0015177, Valid MRR: 0.42501, + + + +2023-05-12 10:49:00,942 - icews14 - [INFO] - [E:179| 0]: Train Loss:0.0015123, Val MRR:0.42501, icews14 +2023-05-12 10:49:53,732 - icews14 - [INFO] - [E:179| 100]: Train Loss:0.0015192, Val MRR:0.42501, icews14 +2023-05-12 10:50:36,060 - icews14 - [INFO] - [E:179| 200]: Train Loss:0.0015177, Val MRR:0.42501, icews14 +2023-05-12 10:51:29,169 - icews14 - [INFO] - [E:179| 300]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 10:52:22,117 - icews14 - [INFO] - [E:179| 400]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 10:53:15,569 - icews14 - [INFO] - [E:179| 500]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 10:54:08,979 - icews14 - [INFO] - [E:179| 600]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 10:55:01,850 - icews14 - [INFO] - [E:179| 700]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 10:55:53,918 - icews14 - [INFO] - [E:179| 800]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 10:56:47,099 - icews14 - [INFO] - [E:179| 900]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 10:57:40,349 - icews14 - [INFO] - [E:179| 1000]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 10:58:25,842 - icews14 - [INFO] - [E:179| 1100]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 10:59:15,938 - icews14 - [INFO] - [E:179| 1200]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:00:08,945 - icews14 - [INFO] - [E:179| 1300]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:01:01,994 - icews14 - [INFO] - [E:179| 1400]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:01:54,980 - icews14 - [INFO] - [E:179| 1500]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 11:02:48,004 - icews14 - [INFO] - [E:179| 1600]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 11:03:41,088 - icews14 - [INFO] - [E:179| 1700]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 11:04:34,079 - icews14 - [INFO] - [E:179| 1800]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:05:27,043 - icews14 - [INFO] - [E:179| 1900]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:05:49,242 - icews14 - [INFO] - [Epoch:179]: Training Loss:0.001517 + +2023-05-12 11:05:49,375 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 11:06:08,174 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 11:06:13,614 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 11:06:32,483 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 11:06:35,507 - icews14 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.45137, Head : 0.39561, Avg : 0.42349 + MR: Tail : 654.64, Head : 771.11, Avg : 712.87 + Hit-1: Tail : 0.36558, Head : 0.30793, Avg : 0.33675 + Hit-3: Tail : 0.49763, Head : 0.4384, Avg : 0.46802 + Hit-10: Tail : 0.60869, Head : 0.55941, Avg : 0.58405 +2023-05-12 11:06:35,507 - icews14 - [INFO] - [Epoch 179]: Training Loss: 0.0015174, Valid MRR: 0.42501, + + + +2023-05-12 11:06:35,853 - icews14 - [INFO] - [E:180| 0]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 11:07:20,512 - icews14 - [INFO] - [E:180| 100]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 11:08:13,454 - icews14 - [INFO] - [E:180| 200]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:09:06,482 - icews14 - [INFO] - [E:180| 300]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 11:09:59,496 - icews14 - [INFO] - [E:180| 400]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:10:53,022 - icews14 - [INFO] - [E:180| 500]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:11:45,925 - icews14 - [INFO] - [E:180| 600]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:12:38,616 - icews14 - [INFO] - [E:180| 700]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 11:13:31,795 - icews14 - [INFO] - [E:180| 800]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:14:19,494 - icews14 - [INFO] - [E:180| 900]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 11:15:07,165 - icews14 - [INFO] - [E:180| 1000]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:15:54,371 - icews14 - [INFO] - [E:180| 1100]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 11:16:47,051 - icews14 - [INFO] - [E:180| 1200]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 11:17:40,043 - icews14 - [INFO] - [E:180| 1300]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:18:33,194 - icews14 - [INFO] - [E:180| 1400]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:19:26,178 - icews14 - [INFO] - [E:180| 1500]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:20:19,329 - icews14 - [INFO] - [E:180| 1600]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:21:12,386 - icews14 - [INFO] - [E:180| 1700]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:22:05,521 - icews14 - [INFO] - [E:180| 1800]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:23:07,359 - icews14 - [INFO] - [E:180| 1900]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:23:41,366 - icews14 - [INFO] - [Epoch:180]: Training Loss:0.001517 + +2023-05-12 11:23:41,760 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 11:24:07,910 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 11:24:16,520 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 11:24:46,591 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 11:24:54,825 - icews14 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.44928, Head : 0.39754, Avg : 0.42341 + +2023-05-12 11:24:54,825 - icews14 - [INFO] - [Epoch 180]: Training Loss: 0.0015175, Valid MRR: 0.42501, + + + +2023-05-12 11:24:55,883 - icews14 - [INFO] - [E:181| 0]: Train Loss:0.0015186, Val MRR:0.42501, icews14 +2023-05-12 11:26:01,992 - icews14 - [INFO] - [E:181| 100]: Train Loss:0.0015195, Val MRR:0.42501, icews14 +2023-05-12 11:26:54,985 - icews14 - [INFO] - [E:181| 200]: Train Loss:0.0015179, Val MRR:0.42501, icews14 +2023-05-12 11:27:48,003 - icews14 - [INFO] - [E:181| 300]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:28:40,882 - icews14 - [INFO] - [E:181| 400]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:29:33,427 - icews14 - [INFO] - [E:181| 500]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 11:30:26,060 - icews14 - [INFO] - [E:181| 600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 11:31:19,137 - icews14 - [INFO] - [E:181| 700]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 11:32:12,029 - icews14 - [INFO] - [E:181| 800]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 11:32:57,472 - icews14 - [INFO] - [E:181| 900]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:33:47,617 - icews14 - [INFO] - [E:181| 1000]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:34:40,075 - icews14 - [INFO] - [E:181| 1100]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 11:35:33,130 - icews14 - [INFO] - [E:181| 1200]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:36:26,116 - icews14 - [INFO] - [E:181| 1300]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 11:37:19,205 - icews14 - [INFO] - [E:181| 1400]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 11:38:12,252 - icews14 - [INFO] - [E:181| 1500]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:39:05,455 - icews14 - [INFO] - [E:181| 1600]: Train Loss:0.0015173, Val MRR:0.42501, icews14 +2023-05-12 11:39:58,520 - icews14 - [INFO] - [E:181| 1700]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:40:51,555 - icews14 - [INFO] - [E:181| 1800]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:41:33,981 - icews14 - [INFO] - [E:181| 1900]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 11:41:56,093 - icews14 - [INFO] - [Epoch:181]: Training Loss:0.001517 + +2023-05-12 11:41:56,245 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 11:42:15,695 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 11:42:21,128 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 11:42:40,097 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 11:42:45,456 - icews14 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.44773, Head : 0.39815, Avg : 0.42294 + +2023-05-12 11:42:45,456 - icews14 - [INFO] - [Epoch 181]: Training Loss: 0.0015173, Valid MRR: 0.42501, + + + +2023-05-12 11:42:45,972 - icews14 - [INFO] - [E:182| 0]: Train Loss:0.0015291, Val MRR:0.42501, icews14 +2023-05-12 11:43:38,971 - icews14 - [INFO] - [E:182| 100]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:44:31,826 - icews14 - [INFO] - [E:182| 200]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 11:45:24,798 - icews14 - [INFO] - [E:182| 300]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 11:46:17,617 - icews14 - [INFO] - [E:182| 400]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 11:47:32,537 - icews14 - [INFO] - [E:182| 500]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 11:48:26,251 - icews14 - [INFO] - [E:182| 600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 11:49:19,103 - icews14 - [INFO] - [E:182| 700]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:50:05,135 - icews14 - [INFO] - [E:182| 800]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:50:54,203 - icews14 - [INFO] - [E:182| 900]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:51:47,089 - icews14 - [INFO] - [E:182| 1000]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:52:40,306 - icews14 - [INFO] - [E:182| 1100]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:53:33,398 - icews14 - [INFO] - [E:182| 1200]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:54:26,264 - icews14 - [INFO] - [E:182| 1300]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:55:19,324 - icews14 - [INFO] - [E:182| 1400]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 11:56:12,393 - icews14 - [INFO] - [E:182| 1500]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 11:57:05,385 - icews14 - [INFO] - [E:182| 1600]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:57:58,601 - icews14 - [INFO] - [E:182| 1700]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:58:41,118 - icews14 - [INFO] - [E:182| 1800]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 11:59:34,156 - icews14 - [INFO] - [E:182| 1900]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 11:59:56,042 - icews14 - [INFO] - [Epoch:182]: Training Loss:0.001517 + +2023-05-12 11:59:56,203 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 12:00:15,284 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 12:00:20,783 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 12:00:39,900 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 12:00:45,176 - icews14 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.44592, Head : 0.39883, Avg : 0.42237 + +2023-05-12 12:00:45,176 - icews14 - [INFO] - [Epoch 182]: Training Loss: 0.0015168, Valid MRR: 0.42501, + + + +2023-05-12 12:00:45,757 - icews14 - [INFO] - [E:183| 0]: Train Loss:0.0015236, Val MRR:0.42501, icews14 +2023-05-12 12:01:39,049 - icews14 - [INFO] - [E:183| 100]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 12:02:27,316 - icews14 - [INFO] - [E:183| 200]: Train Loss:0.0015172, Val MRR:0.42501, icews14 +2023-05-12 12:03:20,400 - icews14 - [INFO] - [E:183| 300]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 12:04:12,927 - icews14 - [INFO] - [E:183| 400]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 12:05:05,813 - icews14 - [INFO] - [E:183| 500]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 12:05:58,873 - icews14 - [INFO] - [E:183| 600]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 12:06:46,908 - icews14 - [INFO] - [E:183| 700]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 12:07:34,493 - icews14 - [INFO] - [E:183| 800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 12:08:27,591 - icews14 - [INFO] - [E:183| 900]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 12:09:20,659 - icews14 - [INFO] - [E:183| 1000]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:10:13,768 - icews14 - [INFO] - [E:183| 1100]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:11:07,020 - icews14 - [INFO] - [E:183| 1200]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:11:59,839 - icews14 - [INFO] - [E:183| 1300]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:12:52,879 - icews14 - [INFO] - [E:183| 1400]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:13:45,867 - icews14 - [INFO] - [E:183| 1500]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:14:38,840 - icews14 - [INFO] - [E:183| 1600]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:15:20,847 - icews14 - [INFO] - [E:183| 1700]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:16:13,973 - icews14 - [INFO] - [E:183| 1800]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:17:07,199 - icews14 - [INFO] - [E:183| 1900]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:17:29,544 - icews14 - [INFO] - [Epoch:183]: Training Loss:0.001517 + +2023-05-12 12:17:29,818 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 12:17:48,796 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 12:17:54,235 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 12:18:13,084 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 12:18:18,401 - icews14 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.44765, Head : 0.3952, Avg : 0.42143 + +2023-05-12 12:18:18,401 - icews14 - [INFO] - [Epoch 183]: Training Loss: 0.0015167, Valid MRR: 0.42501, + + + +2023-05-12 12:18:18,899 - icews14 - [INFO] - [E:184| 0]: Train Loss:0.001511, Val MRR:0.42501, icews14 +2023-05-12 12:19:11,790 - icews14 - [INFO] - [E:184| 100]: Train Loss:0.0015169, Val MRR:0.42501, icews14 +2023-05-12 12:20:04,805 - icews14 - [INFO] - [E:184| 200]: Train Loss:0.001517, Val MRR:0.42501, icews14 +2023-05-12 12:20:57,116 - icews14 - [INFO] - [E:184| 300]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 12:21:50,520 - icews14 - [INFO] - [E:184| 400]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 12:22:43,624 - icews14 - [INFO] - [E:184| 500]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 12:23:29,925 - icews14 - [INFO] - [E:184| 600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 12:24:18,807 - icews14 - [INFO] - [E:184| 700]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 12:25:11,556 - icews14 - [INFO] - [E:184| 800]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 12:26:04,877 - icews14 - [INFO] - [E:184| 900]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 12:26:57,694 - icews14 - [INFO] - [E:184| 1000]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:27:51,022 - icews14 - [INFO] - [E:184| 1100]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:28:44,059 - icews14 - [INFO] - [E:184| 1200]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:29:37,049 - icews14 - [INFO] - [E:184| 1300]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:30:30,456 - icews14 - [INFO] - [E:184| 1400]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:31:23,490 - icews14 - [INFO] - [E:184| 1500]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:32:06,185 - icews14 - [INFO] - [E:184| 1600]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:32:59,334 - icews14 - [INFO] - [E:184| 1700]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:33:52,362 - icews14 - [INFO] - [E:184| 1800]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:34:45,245 - icews14 - [INFO] - [E:184| 1900]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:35:07,468 - icews14 - [INFO] - [Epoch:184]: Training Loss:0.001517 + +2023-05-12 12:35:07,740 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 12:35:26,533 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 12:35:31,943 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 12:35:50,894 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 12:35:56,107 - icews14 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.44751, Head : 0.39471, Avg : 0.42111 + +2023-05-12 12:35:56,107 - icews14 - [INFO] - [Epoch 184]: Training Loss: 0.0015166, Valid MRR: 0.42501, + + + +2023-05-12 12:35:56,735 - icews14 - [INFO] - [E:185| 0]: Train Loss:0.001497, Val MRR:0.42501, icews14 +2023-05-12 12:36:49,647 - icews14 - [INFO] - [E:185| 100]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 12:37:42,418 - icews14 - [INFO] - [E:185| 200]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 12:38:34,998 - icews14 - [INFO] - [E:185| 300]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 12:39:27,774 - icews14 - [INFO] - [E:185| 400]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 12:40:11,187 - icews14 - [INFO] - [E:185| 500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 12:41:03,137 - icews14 - [INFO] - [E:185| 600]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 12:41:56,169 - icews14 - [INFO] - [E:185| 700]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 12:42:49,028 - icews14 - [INFO] - [E:185| 800]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:43:41,919 - icews14 - [INFO] - [E:185| 900]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 12:44:34,997 - icews14 - [INFO] - [E:185| 1000]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:45:27,943 - icews14 - [INFO] - [E:185| 1100]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:46:20,910 - icews14 - [INFO] - [E:185| 1200]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 12:47:13,940 - icews14 - [INFO] - [E:185| 1300]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 12:48:01,923 - icews14 - [INFO] - [E:185| 1400]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:48:44,666 - icews14 - [INFO] - [E:185| 1500]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 12:49:37,821 - icews14 - [INFO] - [E:185| 1600]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 12:50:30,758 - icews14 - [INFO] - [E:185| 1700]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:51:23,889 - icews14 - [INFO] - [E:185| 1800]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:52:16,975 - icews14 - [INFO] - [E:185| 1900]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 12:52:39,235 - icews14 - [INFO] - [Epoch:185]: Training Loss:0.001517 + +2023-05-12 12:52:39,508 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 12:52:58,409 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 12:53:03,762 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 12:53:22,713 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 12:53:28,005 - icews14 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.44859, Head : 0.39953, Avg : 0.42406 + +2023-05-12 12:53:28,005 - icews14 - [INFO] - [Epoch 185]: Training Loss: 0.0015167, Valid MRR: 0.42501, + + + +2023-05-12 12:53:28,509 - icews14 - [INFO] - [E:186| 0]: Train Loss:0.0015389, Val MRR:0.42501, icews14 +2023-05-12 12:54:21,631 - icews14 - [INFO] - [E:186| 100]: Train Loss:0.0015189, Val MRR:0.42501, icews14 +2023-05-12 12:55:14,070 - icews14 - [INFO] - [E:186| 200]: Train Loss:0.0015174, Val MRR:0.42501, icews14 +2023-05-12 12:56:07,087 - icews14 - [INFO] - [E:186| 300]: Train Loss:0.0015171, Val MRR:0.42501, icews14 +2023-05-12 12:56:52,997 - icews14 - [INFO] - [E:186| 400]: Train Loss:0.0015167, Val MRR:0.42501, icews14 +2023-05-12 12:57:41,585 - icews14 - [INFO] - [E:186| 500]: Train Loss:0.0015168, Val MRR:0.42501, icews14 +2023-05-12 12:58:34,254 - icews14 - [INFO] - [E:186| 600]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 12:59:26,907 - icews14 - [INFO] - [E:186| 700]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:00:20,136 - icews14 - [INFO] - [E:186| 800]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:01:13,137 - icews14 - [INFO] - [E:186| 900]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:02:06,348 - icews14 - [INFO] - [E:186| 1000]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:02:59,453 - icews14 - [INFO] - [E:186| 1100]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:03:52,385 - icews14 - [INFO] - [E:186| 1200]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:04:45,470 - icews14 - [INFO] - [E:186| 1300]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:05:27,279 - icews14 - [INFO] - [E:186| 1400]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:06:20,206 - icews14 - [INFO] - [E:186| 1500]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:07:12,936 - icews14 - [INFO] - [E:186| 1600]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:08:05,897 - icews14 - [INFO] - [E:186| 1700]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:08:58,850 - icews14 - [INFO] - [E:186| 1800]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:09:51,875 - icews14 - [INFO] - [E:186| 1900]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:10:13,702 - icews14 - [INFO] - [Epoch:186]: Training Loss:0.001516 + +2023-05-12 13:10:13,855 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 13:10:32,816 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 13:10:38,330 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 13:10:57,363 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 13:11:02,642 - icews14 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.44585, Head : 0.39701, Avg : 0.42143 + +2023-05-12 13:11:02,642 - icews14 - [INFO] - [Epoch 186]: Training Loss: 0.0015163, Valid MRR: 0.42501, + + + +2023-05-12 13:11:03,115 - icews14 - [INFO] - [E:187| 0]: Train Loss:0.0015076, Val MRR:0.42501, icews14 +2023-05-12 13:11:56,065 - icews14 - [INFO] - [E:187| 100]: Train Loss:0.001514, Val MRR:0.42501, icews14 +2023-05-12 13:12:48,772 - icews14 - [INFO] - [E:187| 200]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 13:13:32,940 - icews14 - [INFO] - [E:187| 300]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 13:14:24,573 - icews14 - [INFO] - [E:187| 400]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:15:17,608 - icews14 - [INFO] - [E:187| 500]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:16:10,369 - icews14 - [INFO] - [E:187| 600]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:17:03,400 - icews14 - [INFO] - [E:187| 700]: Train Loss:0.0015165, Val MRR:0.42501, icews14 +2023-05-12 13:17:56,418 - icews14 - [INFO] - [E:187| 800]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:18:49,364 - icews14 - [INFO] - [E:187| 900]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:19:42,384 - icews14 - [INFO] - [E:187| 1000]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:20:35,474 - icews14 - [INFO] - [E:187| 1100]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:21:28,905 - icews14 - [INFO] - [E:187| 1200]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:22:11,555 - icews14 - [INFO] - [E:187| 1300]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 13:23:04,683 - icews14 - [INFO] - [E:187| 1400]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 13:23:58,024 - icews14 - [INFO] - [E:187| 1500]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 13:24:50,690 - icews14 - [INFO] - [E:187| 1600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:25:43,546 - icews14 - [INFO] - [E:187| 1700]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:26:36,580 - icews14 - [INFO] - [E:187| 1800]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:27:29,685 - icews14 - [INFO] - [E:187| 1900]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:27:51,947 - icews14 - [INFO] - [Epoch:187]: Training Loss:0.001516 + +2023-05-12 13:27:52,078 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 13:28:11,207 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 13:28:16,711 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 13:28:35,817 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 13:28:41,157 - icews14 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.44401, Head : 0.39676, Avg : 0.42039 + +2023-05-12 13:28:41,158 - icews14 - [INFO] - [Epoch 187]: Training Loss: 0.0015162, Valid MRR: 0.42501, + + + +2023-05-12 13:28:41,744 - icews14 - [INFO] - [E:188| 0]: Train Loss:0.001496, Val MRR:0.42501, icews14 +2023-05-12 13:29:34,453 - icews14 - [INFO] - [E:188| 100]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 13:30:16,840 - icews14 - [INFO] - [E:188| 200]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 13:31:09,908 - icews14 - [INFO] - [E:188| 300]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:32:02,263 - icews14 - [INFO] - [E:188| 400]: Train Loss:0.0015166, Val MRR:0.42501, icews14 +2023-05-12 13:32:54,374 - icews14 - [INFO] - [E:188| 500]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:33:47,199 - icews14 - [INFO] - [E:188| 600]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:34:35,106 - icews14 - [INFO] - [E:188| 700]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:35:28,103 - icews14 - [INFO] - [E:188| 800]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:36:20,831 - icews14 - [INFO] - [E:188| 900]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:37:13,710 - icews14 - [INFO] - [E:188| 1000]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:38:06,577 - icews14 - [INFO] - [E:188| 1100]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:38:49,309 - icews14 - [INFO] - [E:188| 1200]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:39:42,377 - icews14 - [INFO] - [E:188| 1300]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:40:35,489 - icews14 - [INFO] - [E:188| 1400]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:41:28,524 - icews14 - [INFO] - [E:188| 1500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:42:21,448 - icews14 - [INFO] - [E:188| 1600]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:43:14,076 - icews14 - [INFO] - [E:188| 1700]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:44:07,720 - icews14 - [INFO] - [E:188| 1800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 13:45:00,806 - icews14 - [INFO] - [E:188| 1900]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:45:22,614 - icews14 - [INFO] - [Epoch:188]: Training Loss:0.001516 + +2023-05-12 13:45:22,777 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 13:45:41,819 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 13:45:47,337 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 13:46:05,910 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 13:46:11,220 - icews14 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.44726, Head : 0.4, Avg : 0.42363 + +2023-05-12 13:46:11,220 - icews14 - [INFO] - [Epoch 188]: Training Loss: 0.0015161, Valid MRR: 0.42501, + + + +2023-05-12 13:46:11,892 - icews14 - [INFO] - [E:189| 0]: Train Loss:0.0015201, Val MRR:0.42501, icews14 +2023-05-12 13:46:54,898 - icews14 - [INFO] - [E:189| 100]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 13:47:47,343 - icews14 - [INFO] - [E:189| 200]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 13:48:40,356 - icews14 - [INFO] - [E:189| 300]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 13:49:33,209 - icews14 - [INFO] - [E:189| 400]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 13:50:26,199 - icews14 - [INFO] - [E:189| 500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:51:19,302 - icews14 - [INFO] - [E:189| 600]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 13:52:12,280 - icews14 - [INFO] - [E:189| 700]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:53:05,237 - icews14 - [INFO] - [E:189| 800]: Train Loss:0.0015164, Val MRR:0.42501, icews14 +2023-05-12 13:53:58,003 - icews14 - [INFO] - [E:189| 900]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:54:50,777 - icews14 - [INFO] - [E:189| 1000]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 13:55:33,161 - icews14 - [INFO] - [E:189| 1100]: Train Loss:0.0015161, Val MRR:0.42501, icews14 +2023-05-12 13:56:26,158 - icews14 - [INFO] - [E:189| 1200]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:57:19,229 - icews14 - [INFO] - [E:189| 1300]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 13:58:12,411 - icews14 - [INFO] - [E:189| 1400]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 13:59:05,386 - icews14 - [INFO] - [E:189| 1500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 13:59:58,428 - icews14 - [INFO] - [E:189| 1600]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 14:00:51,597 - icews14 - [INFO] - [E:189| 1700]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 14:01:44,000 - icews14 - [INFO] - [E:189| 1800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:02:36,939 - icews14 - [INFO] - [E:189| 1900]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:02:58,755 - icews14 - [INFO] - [Epoch:189]: Training Loss:0.001516 + +2023-05-12 14:02:59,028 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 14:03:16,903 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 14:03:20,032 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 14:03:30,892 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 14:03:33,906 - icews14 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.44917, Head : 0.39951, Avg : 0.42434 + MR: Tail : 659.93, Head : 766.2, Avg : 713.06 + Hit-1: Tail : 0.36194, Head : 0.31278, Avg : 0.33736 + Hit-3: Tail : 0.49945, Head : 0.44119, Avg : 0.47032 + Hit-10: Tail : 0.60675, Head : 0.56536, Avg : 0.58605 +2023-05-12 14:03:33,906 - icews14 - [INFO] - [Epoch 189]: Training Loss: 0.0015158, Valid MRR: 0.42501, + + + +2023-05-12 14:03:34,270 - icews14 - [INFO] - [E:190| 0]: Train Loss:0.0015331, Val MRR:0.42501, icews14 +2023-05-12 14:04:27,355 - icews14 - [INFO] - [E:190| 100]: Train Loss:0.0015139, Val MRR:0.42501, icews14 +2023-05-12 14:05:20,184 - icews14 - [INFO] - [E:190| 200]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 14:06:12,795 - icews14 - [INFO] - [E:190| 300]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 14:07:05,396 - icews14 - [INFO] - [E:190| 400]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 14:07:58,488 - icews14 - [INFO] - [E:190| 500]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:08:51,761 - icews14 - [INFO] - [E:190| 600]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:09:44,678 - icews14 - [INFO] - [E:190| 700]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 14:10:37,689 - icews14 - [INFO] - [E:190| 800]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 14:11:30,509 - icews14 - [INFO] - [E:190| 900]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:12:12,613 - icews14 - [INFO] - [E:190| 1000]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 14:13:05,464 - icews14 - [INFO] - [E:190| 1100]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 14:13:58,311 - icews14 - [INFO] - [E:190| 1200]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:14:51,122 - icews14 - [INFO] - [E:190| 1300]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 14:15:44,187 - icews14 - [INFO] - [E:190| 1400]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:16:37,255 - icews14 - [INFO] - [E:190| 1500]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:17:30,173 - icews14 - [INFO] - [E:190| 1600]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:18:23,033 - icews14 - [INFO] - [E:190| 1700]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:19:16,056 - icews14 - [INFO] - [E:190| 1800]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:20:02,760 - icews14 - [INFO] - [E:190| 1900]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:20:16,764 - icews14 - [INFO] - [Epoch:190]: Training Loss:0.001516 + +2023-05-12 14:20:16,876 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 14:20:33,658 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 14:20:39,093 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 14:20:58,426 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 14:21:03,738 - icews14 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.44768, Head : 0.39765, Avg : 0.42267 + +2023-05-12 14:21:03,738 - icews14 - [INFO] - [Epoch 190]: Training Loss: 0.0015158, Valid MRR: 0.42501, + + + +2023-05-12 14:21:04,146 - icews14 - [INFO] - [E:191| 0]: Train Loss:0.0015099, Val MRR:0.42501, icews14 +2023-05-12 14:21:57,356 - icews14 - [INFO] - [E:191| 100]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 14:22:50,225 - icews14 - [INFO] - [E:191| 200]: Train Loss:0.0015162, Val MRR:0.42501, icews14 +2023-05-12 14:23:42,966 - icews14 - [INFO] - [E:191| 300]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:24:35,853 - icews14 - [INFO] - [E:191| 400]: Train Loss:0.001516, Val MRR:0.42501, icews14 +2023-05-12 14:25:28,928 - icews14 - [INFO] - [E:191| 500]: Train Loss:0.0015159, Val MRR:0.42501, icews14 +2023-05-12 14:26:21,824 - icews14 - [INFO] - [E:191| 600]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:27:14,733 - icews14 - [INFO] - [E:191| 700]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:28:07,733 - icews14 - [INFO] - [E:191| 800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:28:50,580 - icews14 - [INFO] - [E:191| 900]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:29:43,164 - icews14 - [INFO] - [E:191| 1000]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:30:36,229 - icews14 - [INFO] - [E:191| 1100]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:31:29,235 - icews14 - [INFO] - [E:191| 1200]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:32:23,140 - icews14 - [INFO] - [E:191| 1300]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:33:16,268 - icews14 - [INFO] - [E:191| 1400]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:34:09,400 - icews14 - [INFO] - [E:191| 1500]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:35:02,398 - icews14 - [INFO] - [E:191| 1600]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:35:55,465 - icews14 - [INFO] - [E:191| 1700]: Train Loss:0.0015157, Val MRR:0.42501, icews14 +2023-05-12 14:36:44,537 - icews14 - [INFO] - [E:191| 1800]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:37:30,942 - icews14 - [INFO] - [E:191| 1900]: Train Loss:0.0015158, Val MRR:0.42501, icews14 +2023-05-12 14:37:52,804 - icews14 - [INFO] - [Epoch:191]: Training Loss:0.001516 + +2023-05-12 14:37:52,955 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 14:38:12,202 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 14:38:17,739 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 14:38:35,933 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 14:38:41,270 - icews14 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.44739, Head : 0.39671, Avg : 0.42205 + +2023-05-12 14:38:41,271 - icews14 - [INFO] - [Epoch 191]: Training Loss: 0.0015158, Valid MRR: 0.42501, + + + +2023-05-12 14:38:41,988 - icews14 - [INFO] - [E:192| 0]: Train Loss:0.0015175, Val MRR:0.42501, icews14 +2023-05-12 14:39:34,555 - icews14 - [INFO] - [E:192| 100]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 14:40:26,862 - icews14 - [INFO] - [E:192| 200]: Train Loss:0.0015141, Val MRR:0.42501, icews14 +2023-05-12 14:41:19,303 - icews14 - [INFO] - [E:192| 300]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 14:42:12,364 - icews14 - [INFO] - [E:192| 400]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 14:43:05,446 - icews14 - [INFO] - [E:192| 500]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 14:43:58,465 - icews14 - [INFO] - [E:192| 600]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:44:51,602 - icews14 - [INFO] - [E:192| 700]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:45:34,366 - icews14 - [INFO] - [E:192| 800]: Train Loss:0.0015156, Val MRR:0.42501, icews14 +2023-05-12 14:46:27,493 - icews14 - [INFO] - [E:192| 900]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 14:47:20,610 - icews14 - [INFO] - [E:192| 1000]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 14:48:13,660 - icews14 - [INFO] - [E:192| 1100]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:49:06,595 - icews14 - [INFO] - [E:192| 1200]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:49:59,646 - icews14 - [INFO] - [E:192| 1300]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:50:52,642 - icews14 - [INFO] - [E:192| 1400]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:51:45,566 - icews14 - [INFO] - [E:192| 1500]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:52:38,518 - icews14 - [INFO] - [E:192| 1600]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:53:24,912 - icews14 - [INFO] - [E:192| 1700]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:54:13,593 - icews14 - [INFO] - [E:192| 1800]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:55:06,660 - icews14 - [INFO] - [E:192| 1900]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 14:55:28,732 - icews14 - [INFO] - [Epoch:192]: Training Loss:0.001515 + +2023-05-12 14:55:28,865 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 14:55:47,795 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 14:55:53,194 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 14:56:12,249 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 14:56:17,500 - icews14 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.44775, Head : 0.39975, Avg : 0.42375 + +2023-05-12 14:56:17,501 - icews14 - [INFO] - [Epoch 192]: Training Loss: 0.0015154, Valid MRR: 0.42501, + + + +2023-05-12 14:56:18,110 - icews14 - [INFO] - [E:193| 0]: Train Loss:0.0015083, Val MRR:0.42501, icews14 +2023-05-12 14:57:10,517 - icews14 - [INFO] - [E:193| 100]: Train Loss:0.0015132, Val MRR:0.42501, icews14 +2023-05-12 14:58:03,793 - icews14 - [INFO] - [E:193| 200]: Train Loss:0.0015135, Val MRR:0.42501, icews14 +2023-05-12 14:58:56,857 - icews14 - [INFO] - [E:193| 300]: Train Loss:0.0015144, Val MRR:0.42501, icews14 +2023-05-12 14:59:49,774 - icews14 - [INFO] - [E:193| 400]: Train Loss:0.0015144, Val MRR:0.42501, icews14 +2023-05-12 15:00:42,493 - icews14 - [INFO] - [E:193| 500]: Train Loss:0.0015141, Val MRR:0.42501, icews14 +2023-05-12 15:01:34,570 - icews14 - [INFO] - [E:193| 600]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:02:18,291 - icews14 - [INFO] - [E:193| 700]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:03:11,324 - icews14 - [INFO] - [E:193| 800]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:04:04,424 - icews14 - [INFO] - [E:193| 900]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:04:57,553 - icews14 - [INFO] - [E:193| 1000]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:05:50,918 - icews14 - [INFO] - [E:193| 1100]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:06:38,642 - icews14 - [INFO] - [E:193| 1200]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:07:31,958 - icews14 - [INFO] - [E:193| 1300]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:08:24,932 - icews14 - [INFO] - [E:193| 1400]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:09:18,023 - icews14 - [INFO] - [E:193| 1500]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:10:07,664 - icews14 - [INFO] - [E:193| 1600]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:10:53,114 - icews14 - [INFO] - [E:193| 1700]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:11:46,146 - icews14 - [INFO] - [E:193| 1800]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:12:39,317 - icews14 - [INFO] - [E:193| 1900]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 15:13:01,246 - icews14 - [INFO] - [Epoch:193]: Training Loss:0.001515 + +2023-05-12 15:13:01,519 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 15:13:20,169 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 15:13:25,541 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 15:13:44,459 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 15:13:49,703 - icews14 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.44756, Head : 0.39673, Avg : 0.42214 + +2023-05-12 15:13:49,703 - icews14 - [INFO] - [Epoch 193]: Training Loss: 0.0015155, Valid MRR: 0.42501, + + + +2023-05-12 15:13:50,442 - icews14 - [INFO] - [E:194| 0]: Train Loss:0.0015011, Val MRR:0.42501, icews14 +2023-05-12 15:14:42,879 - icews14 - [INFO] - [E:194| 100]: Train Loss:0.0015137, Val MRR:0.42501, icews14 +2023-05-12 15:15:34,875 - icews14 - [INFO] - [E:194| 200]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:16:28,090 - icews14 - [INFO] - [E:194| 300]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 15:17:21,380 - icews14 - [INFO] - [E:194| 400]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:18:14,423 - icews14 - [INFO] - [E:194| 500]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:18:57,121 - icews14 - [INFO] - [E:194| 600]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:19:50,079 - icews14 - [INFO] - [E:194| 700]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:20:43,157 - icews14 - [INFO] - [E:194| 800]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:21:36,286 - icews14 - [INFO] - [E:194| 900]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:22:29,333 - icews14 - [INFO] - [E:194| 1000]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:23:22,232 - icews14 - [INFO] - [E:194| 1100]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:24:15,450 - icews14 - [INFO] - [E:194| 1200]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:25:08,580 - icews14 - [INFO] - [E:194| 1300]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:26:01,640 - icews14 - [INFO] - [E:194| 1400]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:26:48,975 - icews14 - [INFO] - [E:194| 1500]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:27:36,513 - icews14 - [INFO] - [E:194| 1600]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:28:29,307 - icews14 - [INFO] - [E:194| 1700]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:29:22,554 - icews14 - [INFO] - [E:194| 1800]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:30:15,627 - icews14 - [INFO] - [E:194| 1900]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 15:30:38,031 - icews14 - [INFO] - [Epoch:194]: Training Loss:0.001515 + +2023-05-12 15:30:38,163 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 15:30:56,984 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 15:31:02,373 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 15:31:21,284 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 15:31:26,556 - icews14 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.44616, Head : 0.39675, Avg : 0.42145 + +2023-05-12 15:31:26,556 - icews14 - [INFO] - [Epoch 194]: Training Loss: 0.0015154, Valid MRR: 0.42501, + + + +2023-05-12 15:31:27,143 - icews14 - [INFO] - [E:195| 0]: Train Loss:0.0015339, Val MRR:0.42501, icews14 +2023-05-12 15:32:20,969 - icews14 - [INFO] - [E:195| 100]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:33:13,805 - icews14 - [INFO] - [E:195| 200]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:34:06,348 - icews14 - [INFO] - [E:195| 300]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 15:34:59,201 - icews14 - [INFO] - [E:195| 400]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:35:41,607 - icews14 - [INFO] - [E:195| 500]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:36:34,447 - icews14 - [INFO] - [E:195| 600]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 15:37:27,719 - icews14 - [INFO] - [E:195| 700]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:38:20,738 - icews14 - [INFO] - [E:195| 800]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:39:13,798 - icews14 - [INFO] - [E:195| 900]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:40:06,814 - icews14 - [INFO] - [E:195| 1000]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 15:40:59,802 - icews14 - [INFO] - [E:195| 1100]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:41:52,752 - icews14 - [INFO] - [E:195| 1200]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 15:42:45,850 - icews14 - [INFO] - [E:195| 1300]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:43:31,143 - icews14 - [INFO] - [E:195| 1400]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:44:20,605 - icews14 - [INFO] - [E:195| 1500]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:45:13,651 - icews14 - [INFO] - [E:195| 1600]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:46:06,775 - icews14 - [INFO] - [E:195| 1700]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:46:59,676 - icews14 - [INFO] - [E:195| 1800]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 15:47:51,948 - icews14 - [INFO] - [E:195| 1900]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 15:48:13,802 - icews14 - [INFO] - [Epoch:195]: Training Loss:0.001515 + +2023-05-12 15:48:14,074 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 15:48:32,993 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 15:48:38,347 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 15:48:57,467 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 15:49:02,836 - icews14 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.44531, Head : 0.39764, Avg : 0.42147 + +2023-05-12 15:49:02,836 - icews14 - [INFO] - [Epoch 195]: Training Loss: 0.0015152, Valid MRR: 0.42501, + + + +2023-05-12 15:49:03,391 - icews14 - [INFO] - [E:196| 0]: Train Loss:0.0015088, Val MRR:0.42501, icews14 +2023-05-12 15:49:56,276 - icews14 - [INFO] - [E:196| 100]: Train Loss:0.0015163, Val MRR:0.42501, icews14 +2023-05-12 15:50:49,217 - icews14 - [INFO] - [E:196| 200]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 15:51:38,286 - icews14 - [INFO] - [E:196| 300]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 15:52:19,752 - icews14 - [INFO] - [E:196| 400]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:53:12,628 - icews14 - [INFO] - [E:196| 500]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 15:54:05,568 - icews14 - [INFO] - [E:196| 600]: Train Loss:0.0015151, Val MRR:0.42501, icews14 +2023-05-12 15:54:58,616 - icews14 - [INFO] - [E:196| 700]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 15:55:51,680 - icews14 - [INFO] - [E:196| 800]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 15:56:44,993 - icews14 - [INFO] - [E:196| 900]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 15:57:37,888 - icews14 - [INFO] - [E:196| 1000]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 15:58:30,856 - icews14 - [INFO] - [E:196| 1100]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 15:59:23,989 - icews14 - [INFO] - [E:196| 1200]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:00:10,879 - icews14 - [INFO] - [E:196| 1300]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:00:59,147 - icews14 - [INFO] - [E:196| 1400]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:01:51,782 - icews14 - [INFO] - [E:196| 1500]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:02:44,906 - icews14 - [INFO] - [E:196| 1600]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:03:37,910 - icews14 - [INFO] - [E:196| 1700]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 16:04:30,947 - icews14 - [INFO] - [E:196| 1800]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:05:23,965 - icews14 - [INFO] - [E:196| 1900]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:05:46,147 - icews14 - [INFO] - [Epoch:196]: Training Loss:0.001515 + +2023-05-12 16:05:46,420 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 16:06:05,674 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 16:06:11,104 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 16:06:30,114 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 16:06:35,378 - icews14 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.44646, Head : 0.40029, Avg : 0.42338 + +2023-05-12 16:06:35,378 - icews14 - [INFO] - [Epoch 196]: Training Loss: 0.0015149, Valid MRR: 0.42501, + + + +2023-05-12 16:06:36,009 - icews14 - [INFO] - [E:197| 0]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 16:07:29,070 - icews14 - [INFO] - [E:197| 100]: Train Loss:0.0015142, Val MRR:0.42501, icews14 +2023-05-12 16:08:20,756 - icews14 - [INFO] - [E:197| 200]: Train Loss:0.0015132, Val MRR:0.42501, icews14 +2023-05-12 16:09:03,938 - icews14 - [INFO] - [E:197| 300]: Train Loss:0.0015137, Val MRR:0.42501, icews14 +2023-05-12 16:09:56,847 - icews14 - [INFO] - [E:197| 400]: Train Loss:0.0015138, Val MRR:0.42501, icews14 +2023-05-12 16:10:49,445 - icews14 - [INFO] - [E:197| 500]: Train Loss:0.0015135, Val MRR:0.42501, icews14 +2023-05-12 16:11:42,459 - icews14 - [INFO] - [E:197| 600]: Train Loss:0.0015137, Val MRR:0.42501, icews14 +2023-05-12 16:12:35,476 - icews14 - [INFO] - [E:197| 700]: Train Loss:0.0015138, Val MRR:0.42501, icews14 +2023-05-12 16:13:28,617 - icews14 - [INFO] - [E:197| 800]: Train Loss:0.0015142, Val MRR:0.42501, icews14 +2023-05-12 16:14:21,716 - icews14 - [INFO] - [E:197| 900]: Train Loss:0.0015144, Val MRR:0.42501, icews14 +2023-05-12 16:15:14,643 - icews14 - [INFO] - [E:197| 1000]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:16:07,509 - icews14 - [INFO] - [E:197| 1100]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 16:16:52,325 - icews14 - [INFO] - [E:197| 1200]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:17:43,307 - icews14 - [INFO] - [E:197| 1300]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:18:36,463 - icews14 - [INFO] - [E:197| 1400]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:19:29,284 - icews14 - [INFO] - [E:197| 1500]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:20:22,179 - icews14 - [INFO] - [E:197| 1600]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:21:14,572 - icews14 - [INFO] - [E:197| 1700]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:22:07,712 - icews14 - [INFO] - [E:197| 1800]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:23:00,101 - icews14 - [INFO] - [E:197| 1900]: Train Loss:0.0015148, Val MRR:0.42501, icews14 +2023-05-12 16:23:22,023 - icews14 - [INFO] - [Epoch:197]: Training Loss:0.001515 + +2023-05-12 16:23:22,171 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 16:23:41,435 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 16:23:46,860 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 16:24:05,828 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 16:24:11,095 - icews14 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.44614, Head : 0.39726, Avg : 0.4217 + +2023-05-12 16:24:11,096 - icews14 - [INFO] - [Epoch 197]: Training Loss: 0.0015148, Valid MRR: 0.42501, + + + +2023-05-12 16:24:11,736 - icews14 - [INFO] - [E:198| 0]: Train Loss:0.0015652, Val MRR:0.42501, icews14 +2023-05-12 16:25:00,972 - icews14 - [INFO] - [E:198| 100]: Train Loss:0.0015154, Val MRR:0.42501, icews14 +2023-05-12 16:25:47,130 - icews14 - [INFO] - [E:198| 200]: Train Loss:0.0015155, Val MRR:0.42501, icews14 +2023-05-12 16:26:40,330 - icews14 - [INFO] - [E:198| 300]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:27:33,362 - icews14 - [INFO] - [E:198| 400]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:28:26,257 - icews14 - [INFO] - [E:198| 500]: Train Loss:0.0015153, Val MRR:0.42501, icews14 +2023-05-12 16:29:18,775 - icews14 - [INFO] - [E:198| 600]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 16:30:11,768 - icews14 - [INFO] - [E:198| 700]: Train Loss:0.0015152, Val MRR:0.42501, icews14 +2023-05-12 16:31:04,999 - icews14 - [INFO] - [E:198| 800]: Train Loss:0.001515, Val MRR:0.42501, icews14 +2023-05-12 16:31:57,823 - icews14 - [INFO] - [E:198| 900]: Train Loss:0.0015149, Val MRR:0.42501, icews14 +2023-05-12 16:32:50,781 - icews14 - [INFO] - [E:198| 1000]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:33:33,303 - icews14 - [INFO] - [E:198| 1100]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 16:34:26,545 - icews14 - [INFO] - [E:198| 1200]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:35:19,874 - icews14 - [INFO] - [E:198| 1300]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:36:13,091 - icews14 - [INFO] - [E:198| 1400]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:37:06,222 - icews14 - [INFO] - [E:198| 1500]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:37:59,190 - icews14 - [INFO] - [E:198| 1600]: Train Loss:0.0015144, Val MRR:0.42501, icews14 +2023-05-12 16:38:46,963 - icews14 - [INFO] - [E:198| 1700]: Train Loss:0.0015145, Val MRR:0.42501, icews14 +2023-05-12 16:39:39,971 - icews14 - [INFO] - [E:198| 1800]: Train Loss:0.0015146, Val MRR:0.42501, icews14 +2023-05-12 16:40:32,831 - icews14 - [INFO] - [E:198| 1900]: Train Loss:0.0015147, Val MRR:0.42501, icews14 +2023-05-12 16:40:55,116 - icews14 - [INFO] - [Epoch:198]: Training Loss:0.001515 + +2023-05-12 16:40:55,249 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 16:41:14,174 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 16:41:19,656 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 16:41:38,844 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 16:41:42,514 - icews14 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.45093, Head : 0.40192, Avg : 0.42643 + +2023-05-12 16:41:43,920 - icews14 - [INFO] - [Epoch 198]: Training Loss: 0.0015147, Valid MRR: 0.42643, + + + +2023-05-12 16:41:44,278 - icews14 - [INFO] - [E:199| 0]: Train Loss:0.0015013, Val MRR:0.42643, icews14 +2023-05-12 16:42:28,835 - icews14 - [INFO] - [E:199| 100]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 16:43:21,694 - icews14 - [INFO] - [E:199| 200]: Train Loss:0.0015157, Val MRR:0.42643, icews14 +2023-05-12 16:44:14,667 - icews14 - [INFO] - [E:199| 300]: Train Loss:0.0015146, Val MRR:0.42643, icews14 +2023-05-12 16:45:07,737 - icews14 - [INFO] - [E:199| 400]: Train Loss:0.0015147, Val MRR:0.42643, icews14 +2023-05-12 16:46:00,723 - icews14 - [INFO] - [E:199| 500]: Train Loss:0.0015154, Val MRR:0.42643, icews14 +2023-05-12 16:46:53,675 - icews14 - [INFO] - [E:199| 600]: Train Loss:0.0015154, Val MRR:0.42643, icews14 +2023-05-12 16:47:46,243 - icews14 - [INFO] - [E:199| 700]: Train Loss:0.0015152, Val MRR:0.42643, icews14 +2023-05-12 16:48:39,482 - icews14 - [INFO] - [E:199| 800]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 16:49:32,410 - icews14 - [INFO] - [E:199| 900]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 16:50:16,226 - icews14 - [INFO] - [E:199| 1000]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 16:51:07,798 - icews14 - [INFO] - [E:199| 1100]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:52:00,695 - icews14 - [INFO] - [E:199| 1200]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:52:53,234 - icews14 - [INFO] - [E:199| 1300]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:53:46,801 - icews14 - [INFO] - [E:199| 1400]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:54:39,915 - icews14 - [INFO] - [E:199| 1500]: Train Loss:0.0015147, Val MRR:0.42643, icews14 +2023-05-12 16:55:32,553 - icews14 - [INFO] - [E:199| 1600]: Train Loss:0.0015147, Val MRR:0.42643, icews14 +2023-05-12 16:56:24,942 - icews14 - [INFO] - [E:199| 1700]: Train Loss:0.0015146, Val MRR:0.42643, icews14 +2023-05-12 16:57:17,334 - icews14 - [INFO] - [E:199| 1800]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:58:10,266 - icews14 - [INFO] - [E:199| 1900]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 16:58:26,417 - icews14 - [INFO] - [Epoch:199]: Training Loss:0.001514 + +2023-05-12 16:58:26,533 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 16:58:38,948 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 16:58:44,423 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 16:59:03,501 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 16:59:08,770 - icews14 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.4473, Head : 0.39931, Avg : 0.42331 + MR: Tail : 669.93, Head : 779.57, Avg : 724.75 + Hit-1: Tail : 0.36194, Head : 0.31375, Avg : 0.33784 + Hit-3: Tail : 0.4912, Head : 0.43767, Avg : 0.46444 + Hit-10: Tail : 0.60942, Head : 0.56718, Avg : 0.5883 +2023-05-12 16:59:08,770 - icews14 - [INFO] - [Epoch 199]: Training Loss: 0.0015145, Valid MRR: 0.42643, + + + +2023-05-12 16:59:09,177 - icews14 - [INFO] - [E:200| 0]: Train Loss:0.0015036, Val MRR:0.42643, icews14 +2023-05-12 17:00:02,669 - icews14 - [INFO] - [E:200| 100]: Train Loss:0.0015155, Val MRR:0.42643, icews14 +2023-05-12 17:00:55,779 - icews14 - [INFO] - [E:200| 200]: Train Loss:0.0015154, Val MRR:0.42643, icews14 +2023-05-12 17:01:49,145 - icews14 - [INFO] - [E:200| 300]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 17:02:42,080 - icews14 - [INFO] - [E:200| 400]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:03:35,091 - icews14 - [INFO] - [E:200| 500]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:04:28,079 - icews14 - [INFO] - [E:200| 600]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:05:21,210 - icews14 - [INFO] - [E:200| 700]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:06:14,265 - icews14 - [INFO] - [E:200| 800]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:06:56,707 - icews14 - [INFO] - [E:200| 900]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 17:07:50,177 - icews14 - [INFO] - [E:200| 1000]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 17:08:43,158 - icews14 - [INFO] - [E:200| 1100]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:09:36,034 - icews14 - [INFO] - [E:200| 1200]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:10:28,596 - icews14 - [INFO] - [E:200| 1300]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 17:11:21,527 - icews14 - [INFO] - [E:200| 1400]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:12:14,454 - icews14 - [INFO] - [E:200| 1500]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:13:07,521 - icews14 - [INFO] - [E:200| 1600]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:14:00,264 - icews14 - [INFO] - [E:200| 1700]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:14:53,123 - icews14 - [INFO] - [E:200| 1800]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:15:35,636 - icews14 - [INFO] - [E:200| 1900]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:15:57,897 - icews14 - [INFO] - [Epoch:200]: Training Loss:0.001515 + +2023-05-12 17:15:58,030 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 17:16:16,966 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 17:16:22,351 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 17:16:41,658 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 17:16:46,952 - icews14 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.44672, Head : 0.4028, Avg : 0.42476 + +2023-05-12 17:16:46,952 - icews14 - [INFO] - [Epoch 200]: Training Loss: 0.0015146, Valid MRR: 0.42643, + + + +2023-05-12 17:16:47,459 - icews14 - [INFO] - [E:201| 0]: Train Loss:0.0015099, Val MRR:0.42643, icews14 +2023-05-12 17:17:40,784 - icews14 - [INFO] - [E:201| 100]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:18:33,815 - icews14 - [INFO] - [E:201| 200]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 17:19:27,097 - icews14 - [INFO] - [E:201| 300]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:20:20,265 - icews14 - [INFO] - [E:201| 400]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 17:21:13,487 - icews14 - [INFO] - [E:201| 500]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:22:06,545 - icews14 - [INFO] - [E:201| 600]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:22:59,518 - icews14 - [INFO] - [E:201| 700]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:23:42,213 - icews14 - [INFO] - [E:201| 800]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:24:30,005 - icews14 - [INFO] - [E:201| 900]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 17:25:23,031 - icews14 - [INFO] - [E:201| 1000]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:26:16,082 - icews14 - [INFO] - [E:201| 1100]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 17:27:08,660 - icews14 - [INFO] - [E:201| 1200]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 17:28:01,456 - icews14 - [INFO] - [E:201| 1300]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 17:28:54,307 - icews14 - [INFO] - [E:201| 1400]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:29:47,047 - icews14 - [INFO] - [E:201| 1500]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:30:39,831 - icews14 - [INFO] - [E:201| 1600]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:31:32,483 - icews14 - [INFO] - [E:201| 1700]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:32:15,319 - icews14 - [INFO] - [E:201| 1800]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:33:08,230 - icews14 - [INFO] - [E:201| 1900]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:33:30,028 - icews14 - [INFO] - [Epoch:201]: Training Loss:0.001514 + +2023-05-12 17:33:30,143 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 17:33:48,906 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 17:33:54,417 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 17:34:13,577 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 17:34:18,852 - icews14 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.44329, Head : 0.39583, Avg : 0.41956 + +2023-05-12 17:34:18,852 - icews14 - [INFO] - [Epoch 201]: Training Loss: 0.0015144, Valid MRR: 0.42643, + + + +2023-05-12 17:34:19,600 - icews14 - [INFO] - [E:202| 0]: Train Loss:0.0014955, Val MRR:0.42643, icews14 +2023-05-12 17:35:12,717 - icews14 - [INFO] - [E:202| 100]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:36:05,424 - icews14 - [INFO] - [E:202| 200]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 17:36:58,719 - icews14 - [INFO] - [E:202| 300]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 17:37:51,588 - icews14 - [INFO] - [E:202| 400]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 17:38:44,510 - icews14 - [INFO] - [E:202| 500]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:39:37,578 - icews14 - [INFO] - [E:202| 600]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 17:40:19,156 - icews14 - [INFO] - [E:202| 700]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 17:41:11,936 - icews14 - [INFO] - [E:202| 800]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 17:42:04,956 - icews14 - [INFO] - [E:202| 900]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:42:57,842 - icews14 - [INFO] - [E:202| 1000]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:43:50,449 - icews14 - [INFO] - [E:202| 1100]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:44:43,093 - icews14 - [INFO] - [E:202| 1200]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:45:36,177 - icews14 - [INFO] - [E:202| 1300]: Train Loss:0.0015143, Val MRR:0.42643, icews14 +2023-05-12 17:46:28,982 - icews14 - [INFO] - [E:202| 1400]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:47:22,005 - icews14 - [INFO] - [E:202| 1500]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:48:14,885 - icews14 - [INFO] - [E:202| 1600]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:48:57,392 - icews14 - [INFO] - [E:202| 1700]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:49:50,406 - icews14 - [INFO] - [E:202| 1800]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 17:50:43,495 - icews14 - [INFO] - [E:202| 1900]: Train Loss:0.0015144, Val MRR:0.42643, icews14 +2023-05-12 17:51:05,301 - icews14 - [INFO] - [Epoch:202]: Training Loss:0.001514 + +2023-05-12 17:51:05,457 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 17:51:24,552 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 17:51:30,085 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 17:51:48,586 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 17:51:53,870 - icews14 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.44599, Head : 0.3964, Avg : 0.4212 + +2023-05-12 17:51:53,870 - icews14 - [INFO] - [Epoch 202]: Training Loss: 0.0015144, Valid MRR: 0.42643, + + + +2023-05-12 17:51:54,473 - icews14 - [INFO] - [E:203| 0]: Train Loss:0.0015077, Val MRR:0.42643, icews14 +2023-05-12 17:52:47,500 - icews14 - [INFO] - [E:203| 100]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 17:53:40,777 - icews14 - [INFO] - [E:203| 200]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 17:54:33,755 - icews14 - [INFO] - [E:203| 300]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 17:55:26,594 - icews14 - [INFO] - [E:203| 400]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 17:56:19,678 - icews14 - [INFO] - [E:203| 500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 17:57:02,168 - icews14 - [INFO] - [E:203| 600]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 17:57:55,236 - icews14 - [INFO] - [E:203| 700]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 17:58:48,209 - icews14 - [INFO] - [E:203| 800]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 17:59:41,711 - icews14 - [INFO] - [E:203| 900]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 18:00:34,379 - icews14 - [INFO] - [E:203| 1000]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 18:01:26,728 - icews14 - [INFO] - [E:203| 1100]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 18:02:19,734 - icews14 - [INFO] - [E:203| 1200]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:03:12,262 - icews14 - [INFO] - [E:203| 1300]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:04:05,169 - icews14 - [INFO] - [E:203| 1400]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:04:54,977 - icews14 - [INFO] - [E:203| 1500]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:05:39,565 - icews14 - [INFO] - [E:203| 1600]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:06:32,678 - icews14 - [INFO] - [E:203| 1700]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:07:25,804 - icews14 - [INFO] - [E:203| 1800]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:08:18,626 - icews14 - [INFO] - [E:203| 1900]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 18:08:40,681 - icews14 - [INFO] - [Epoch:203]: Training Loss:0.001514 + +2023-05-12 18:08:40,813 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 18:09:00,141 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 18:09:05,567 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 18:09:24,673 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 18:09:30,016 - icews14 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.4499, Head : 0.40166, Avg : 0.42578 + +2023-05-12 18:09:30,017 - icews14 - [INFO] - [Epoch 203]: Training Loss: 0.0015139, Valid MRR: 0.42643, + + + +2023-05-12 18:09:30,707 - icews14 - [INFO] - [E:204| 0]: Train Loss:0.001499, Val MRR:0.42643, icews14 +2023-05-12 18:10:18,476 - icews14 - [INFO] - [E:204| 100]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 18:11:11,503 - icews14 - [INFO] - [E:204| 200]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 18:12:04,513 - icews14 - [INFO] - [E:204| 300]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 18:12:57,457 - icews14 - [INFO] - [E:204| 400]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 18:13:39,487 - icews14 - [INFO] - [E:204| 500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 18:14:33,061 - icews14 - [INFO] - [E:204| 600]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:15:25,927 - icews14 - [INFO] - [E:204| 700]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 18:16:18,717 - icews14 - [INFO] - [E:204| 800]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:17:12,047 - icews14 - [INFO] - [E:204| 900]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 18:18:04,699 - icews14 - [INFO] - [E:204| 1000]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:18:57,562 - icews14 - [INFO] - [E:204| 1100]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:19:49,917 - icews14 - [INFO] - [E:204| 1200]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:20:42,863 - icews14 - [INFO] - [E:204| 1300]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:21:35,930 - icews14 - [INFO] - [E:204| 1400]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:22:18,430 - icews14 - [INFO] - [E:204| 1500]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:23:11,374 - icews14 - [INFO] - [E:204| 1600]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:24:04,370 - icews14 - [INFO] - [E:204| 1700]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:24:57,516 - icews14 - [INFO] - [E:204| 1800]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:25:50,618 - icews14 - [INFO] - [E:204| 1900]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:26:12,513 - icews14 - [INFO] - [Epoch:204]: Training Loss:0.001514 + +2023-05-12 18:26:12,668 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 18:26:31,710 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 18:26:37,203 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 18:26:56,303 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 18:27:01,614 - icews14 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.45056, Head : 0.40172, Avg : 0.42614 + +2023-05-12 18:27:01,614 - icews14 - [INFO] - [Epoch 204]: Training Loss: 0.0015139, Valid MRR: 0.42643, + + + +2023-05-12 18:27:02,020 - icews14 - [INFO] - [E:205| 0]: Train Loss:0.0015196, Val MRR:0.42643, icews14 +2023-05-12 18:27:55,354 - icews14 - [INFO] - [E:205| 100]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:28:48,123 - icews14 - [INFO] - [E:205| 200]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 18:29:41,135 - icews14 - [INFO] - [E:205| 300]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 18:30:23,928 - icews14 - [INFO] - [E:205| 400]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 18:31:17,205 - icews14 - [INFO] - [E:205| 500]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 18:32:10,068 - icews14 - [INFO] - [E:205| 600]: Train Loss:0.0015142, Val MRR:0.42643, icews14 +2023-05-12 18:33:03,044 - icews14 - [INFO] - [E:205| 700]: Train Loss:0.001514, Val MRR:0.42643, icews14 +2023-05-12 18:33:56,009 - icews14 - [INFO] - [E:205| 800]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 18:34:48,618 - icews14 - [INFO] - [E:205| 900]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 18:35:42,090 - icews14 - [INFO] - [E:205| 1000]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:36:35,394 - icews14 - [INFO] - [E:205| 1100]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:37:28,145 - icews14 - [INFO] - [E:205| 1200]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 18:38:18,678 - icews14 - [INFO] - [E:205| 1300]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:39:02,700 - icews14 - [INFO] - [E:205| 1400]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:39:55,770 - icews14 - [INFO] - [E:205| 1500]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:40:48,874 - icews14 - [INFO] - [E:205| 1600]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:41:41,773 - icews14 - [INFO] - [E:205| 1700]: Train Loss:0.0015139, Val MRR:0.42643, icews14 +2023-05-12 18:42:34,935 - icews14 - [INFO] - [E:205| 1800]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:43:27,723 - icews14 - [INFO] - [E:205| 1900]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 18:43:49,478 - icews14 - [INFO] - [Epoch:205]: Training Loss:0.001514 + +2023-05-12 18:43:49,631 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 18:44:08,753 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 18:44:14,341 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 18:44:33,585 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 18:44:38,914 - icews14 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.44948, Head : 0.4, Avg : 0.42474 + +2023-05-12 18:44:38,915 - icews14 - [INFO] - [Epoch 205]: Training Loss: 0.0015138, Valid MRR: 0.42643, + + + +2023-05-12 18:44:39,406 - icews14 - [INFO] - [E:206| 0]: Train Loss:0.0015024, Val MRR:0.42643, icews14 +2023-05-12 18:45:33,467 - icews14 - [INFO] - [E:206| 100]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:46:26,443 - icews14 - [INFO] - [E:206| 200]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:47:08,743 - icews14 - [INFO] - [E:206| 300]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:48:01,673 - icews14 - [INFO] - [E:206| 400]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:48:54,754 - icews14 - [INFO] - [E:206| 500]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:49:47,702 - icews14 - [INFO] - [E:206| 600]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 18:50:40,861 - icews14 - [INFO] - [E:206| 700]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:51:33,712 - icews14 - [INFO] - [E:206| 800]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 18:52:26,646 - icews14 - [INFO] - [E:206| 900]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 18:53:19,655 - icews14 - [INFO] - [E:206| 1000]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 18:54:12,560 - icews14 - [INFO] - [E:206| 1100]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:55:00,164 - icews14 - [INFO] - [E:206| 1200]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 18:55:48,147 - icews14 - [INFO] - [E:206| 1300]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 18:56:36,102 - icews14 - [INFO] - [E:206| 1400]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 18:57:28,975 - icews14 - [INFO] - [E:206| 1500]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 18:58:21,828 - icews14 - [INFO] - [E:206| 1600]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 18:59:14,690 - icews14 - [INFO] - [E:206| 1700]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 19:00:07,921 - icews14 - [INFO] - [E:206| 1800]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 19:01:00,899 - icews14 - [INFO] - [E:206| 1900]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 19:01:23,146 - icews14 - [INFO] - [Epoch:206]: Training Loss:0.001514 + +2023-05-12 19:01:23,418 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 19:01:42,413 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 19:01:47,852 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 19:02:07,132 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 19:02:12,430 - icews14 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.44685, Head : 0.40297, Avg : 0.42491 + +2023-05-12 19:02:12,430 - icews14 - [INFO] - [Epoch 206]: Training Loss: 0.0015136, Valid MRR: 0.42643, + + + +2023-05-12 19:02:13,021 - icews14 - [INFO] - [E:207| 0]: Train Loss:0.0015196, Val MRR:0.42643, icews14 +2023-05-12 19:03:06,170 - icews14 - [INFO] - [E:207| 100]: Train Loss:0.0015149, Val MRR:0.42643, icews14 +2023-05-12 19:03:48,906 - icews14 - [INFO] - [E:207| 200]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 19:04:42,101 - icews14 - [INFO] - [E:207| 300]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 19:05:34,592 - icews14 - [INFO] - [E:207| 400]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 19:06:27,759 - icews14 - [INFO] - [E:207| 500]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:07:20,954 - icews14 - [INFO] - [E:207| 600]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 19:08:14,283 - icews14 - [INFO] - [E:207| 700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:09:06,681 - icews14 - [INFO] - [E:207| 800]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:09:59,627 - icews14 - [INFO] - [E:207| 900]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 19:10:52,452 - icews14 - [INFO] - [E:207| 1000]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:11:41,667 - icews14 - [INFO] - [E:207| 1100]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:12:26,557 - icews14 - [INFO] - [E:207| 1200]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:13:18,982 - icews14 - [INFO] - [E:207| 1300]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:14:11,873 - icews14 - [INFO] - [E:207| 1400]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:15:05,057 - icews14 - [INFO] - [E:207| 1500]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 19:15:58,136 - icews14 - [INFO] - [E:207| 1600]: Train Loss:0.0015135, Val MRR:0.42643, icews14 +2023-05-12 19:16:51,181 - icews14 - [INFO] - [E:207| 1700]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 19:17:44,217 - icews14 - [INFO] - [E:207| 1800]: Train Loss:0.0015137, Val MRR:0.42643, icews14 +2023-05-12 19:18:37,308 - icews14 - [INFO] - [E:207| 1900]: Train Loss:0.0015138, Val MRR:0.42643, icews14 +2023-05-12 19:18:59,251 - icews14 - [INFO] - [Epoch:207]: Training Loss:0.001514 + +2023-05-12 19:18:59,404 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 19:19:18,687 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 19:19:24,240 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 19:19:43,391 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 19:19:48,603 - icews14 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.44654, Head : 0.40172, Avg : 0.42413 + +2023-05-12 19:19:48,603 - icews14 - [INFO] - [Epoch 207]: Training Loss: 0.0015137, Valid MRR: 0.42643, + + + +2023-05-12 19:19:49,035 - icews14 - [INFO] - [E:208| 0]: Train Loss:0.0015018, Val MRR:0.42643, icews14 +2023-05-12 19:20:32,007 - icews14 - [INFO] - [E:208| 100]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 19:21:25,090 - icews14 - [INFO] - [E:208| 200]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 19:22:18,261 - icews14 - [INFO] - [E:208| 300]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 19:23:11,214 - icews14 - [INFO] - [E:208| 400]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 19:24:04,161 - icews14 - [INFO] - [E:208| 500]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 19:24:57,428 - icews14 - [INFO] - [E:208| 600]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 19:25:50,153 - icews14 - [INFO] - [E:208| 700]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 19:26:42,930 - icews14 - [INFO] - [E:208| 800]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 19:27:35,883 - icews14 - [INFO] - [E:208| 900]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:28:23,115 - icews14 - [INFO] - [E:208| 1000]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:29:11,217 - icews14 - [INFO] - [E:208| 1100]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:30:04,127 - icews14 - [INFO] - [E:208| 1200]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:30:57,223 - icews14 - [INFO] - [E:208| 1300]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:31:50,298 - icews14 - [INFO] - [E:208| 1400]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:32:43,244 - icews14 - [INFO] - [E:208| 1500]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 19:33:35,924 - icews14 - [INFO] - [E:208| 1600]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 19:34:29,224 - icews14 - [INFO] - [E:208| 1700]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:35:22,420 - icews14 - [INFO] - [E:208| 1800]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:36:15,448 - icews14 - [INFO] - [E:208| 1900]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 19:36:35,930 - icews14 - [INFO] - [Epoch:208]: Training Loss:0.001513 + +2023-05-12 19:36:36,041 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 19:36:46,908 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 19:36:50,040 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 19:37:07,843 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 19:37:13,181 - icews14 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.445, Head : 0.39591, Avg : 0.42046 + +2023-05-12 19:37:13,181 - icews14 - [INFO] - [Epoch 208]: Training Loss: 0.0015134, Valid MRR: 0.42643, + + + +2023-05-12 19:37:13,685 - icews14 - [INFO] - [E:209| 0]: Train Loss:0.0015151, Val MRR:0.42643, icews14 +2023-05-12 19:38:06,922 - icews14 - [INFO] - [E:209| 100]: Train Loss:0.0015147, Val MRR:0.42643, icews14 +2023-05-12 19:39:00,443 - icews14 - [INFO] - [E:209| 200]: Train Loss:0.0015136, Val MRR:0.42643, icews14 +2023-05-12 19:39:53,396 - icews14 - [INFO] - [E:209| 300]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:40:46,474 - icews14 - [INFO] - [E:209| 400]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:41:40,155 - icews14 - [INFO] - [E:209| 500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 19:42:28,136 - icews14 - [INFO] - [E:209| 600]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:43:20,452 - icews14 - [INFO] - [E:209| 700]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 19:44:13,324 - icews14 - [INFO] - [E:209| 800]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:45:04,020 - icews14 - [INFO] - [E:209| 900]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:45:48,141 - icews14 - [INFO] - [E:209| 1000]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:46:40,650 - icews14 - [INFO] - [E:209| 1100]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:47:33,451 - icews14 - [INFO] - [E:209| 1200]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:48:26,599 - icews14 - [INFO] - [E:209| 1300]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:49:19,748 - icews14 - [INFO] - [E:209| 1400]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:50:12,813 - icews14 - [INFO] - [E:209| 1500]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:51:05,878 - icews14 - [INFO] - [E:209| 1600]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:51:59,201 - icews14 - [INFO] - [E:209| 1700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:52:52,297 - icews14 - [INFO] - [E:209| 1800]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 19:53:35,488 - icews14 - [INFO] - [E:209| 1900]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 19:53:56,901 - icews14 - [INFO] - [Epoch:209]: Training Loss:0.001513 + +2023-05-12 19:53:57,055 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 19:54:16,236 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 19:54:21,732 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 19:54:40,708 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 19:54:46,015 - icews14 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.44994, Head : 0.4001, Avg : 0.42502 + MR: Tail : 653.29, Head : 775.81, Avg : 714.55 + Hit-1: Tail : 0.36327, Head : 0.3129, Avg : 0.33809 + Hit-3: Tail : 0.49642, Head : 0.44229, Avg : 0.46935 + Hit-10: Tail : 0.61124, Head : 0.56754, Avg : 0.58939 +2023-05-12 19:54:46,015 - icews14 - [INFO] - [Epoch 209]: Training Loss: 0.0015132, Valid MRR: 0.42643, + + + +2023-05-12 19:54:46,425 - icews14 - [INFO] - [E:210| 0]: Train Loss:0.001508, Val MRR:0.42643, icews14 +2023-05-12 19:55:39,622 - icews14 - [INFO] - [E:210| 100]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 19:56:32,714 - icews14 - [INFO] - [E:210| 200]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 19:57:26,109 - icews14 - [INFO] - [E:210| 300]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 19:58:19,390 - icews14 - [INFO] - [E:210| 400]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 19:59:12,298 - icews14 - [INFO] - [E:210| 500]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:00:04,886 - icews14 - [INFO] - [E:210| 600]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:00:57,445 - icews14 - [INFO] - [E:210| 700]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:01:45,812 - icews14 - [INFO] - [E:210| 800]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 20:02:32,817 - icews14 - [INFO] - [E:210| 900]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:03:26,015 - icews14 - [INFO] - [E:210| 1000]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:04:19,148 - icews14 - [INFO] - [E:210| 1100]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:05:12,021 - icews14 - [INFO] - [E:210| 1200]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:06:05,070 - icews14 - [INFO] - [E:210| 1300]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:06:57,908 - icews14 - [INFO] - [E:210| 1400]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:07:50,758 - icews14 - [INFO] - [E:210| 1500]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:08:44,031 - icews14 - [INFO] - [E:210| 1600]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:09:36,866 - icews14 - [INFO] - [E:210| 1700]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:10:19,623 - icews14 - [INFO] - [E:210| 1800]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:11:12,507 - icews14 - [INFO] - [E:210| 1900]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:11:34,778 - icews14 - [INFO] - [Epoch:210]: Training Loss:0.001513 + +2023-05-12 20:11:35,050 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 20:11:53,911 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 20:11:59,429 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 20:12:18,288 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 20:12:23,527 - icews14 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.4476, Head : 0.3989, Avg : 0.42325 + +2023-05-12 20:12:23,528 - icews14 - [INFO] - [Epoch 210]: Training Loss: 0.0015131, Valid MRR: 0.42643, + + + +2023-05-12 20:12:24,025 - icews14 - [INFO] - [E:211| 0]: Train Loss:0.0015159, Val MRR:0.42643, icews14 +2023-05-12 20:13:17,070 - icews14 - [INFO] - [E:211| 100]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 20:14:10,253 - icews14 - [INFO] - [E:211| 200]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:15:03,017 - icews14 - [INFO] - [E:211| 300]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:15:56,048 - icews14 - [INFO] - [E:211| 400]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 20:16:48,775 - icews14 - [INFO] - [E:211| 500]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:17:41,714 - icews14 - [INFO] - [E:211| 600]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 20:18:27,555 - icews14 - [INFO] - [E:211| 700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:19:16,546 - icews14 - [INFO] - [E:211| 800]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 20:20:09,254 - icews14 - [INFO] - [E:211| 900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:21:01,937 - icews14 - [INFO] - [E:211| 1000]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 20:21:54,934 - icews14 - [INFO] - [E:211| 1100]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:22:47,878 - icews14 - [INFO] - [E:211| 1200]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:23:40,735 - icews14 - [INFO] - [E:211| 1300]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:24:33,623 - icews14 - [INFO] - [E:211| 1400]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:25:26,653 - icews14 - [INFO] - [E:211| 1500]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:26:19,682 - icews14 - [INFO] - [E:211| 1600]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:27:01,955 - icews14 - [INFO] - [E:211| 1700]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:27:54,487 - icews14 - [INFO] - [E:211| 1800]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:28:42,549 - icews14 - [INFO] - [E:211| 1900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:29:04,707 - icews14 - [INFO] - [Epoch:211]: Training Loss:0.001513 + +2023-05-12 20:29:04,979 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 20:29:23,845 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 20:29:29,237 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 20:29:48,007 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 20:29:53,251 - icews14 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.44294, Head : 0.39699, Avg : 0.41996 + +2023-05-12 20:29:53,252 - icews14 - [INFO] - [Epoch 211]: Training Loss: 0.001513, Valid MRR: 0.42643, + + + +2023-05-12 20:29:53,749 - icews14 - [INFO] - [E:212| 0]: Train Loss:0.0015141, Val MRR:0.42643, icews14 +2023-05-12 20:30:46,806 - icews14 - [INFO] - [E:212| 100]: Train Loss:0.0015162, Val MRR:0.42643, icews14 +2023-05-12 20:31:39,838 - icews14 - [INFO] - [E:212| 200]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 20:32:32,933 - icews14 - [INFO] - [E:212| 300]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:33:26,315 - icews14 - [INFO] - [E:212| 400]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:34:18,558 - icews14 - [INFO] - [E:212| 500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:35:06,743 - icews14 - [INFO] - [E:212| 600]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 20:35:53,905 - icews14 - [INFO] - [E:212| 700]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:36:46,958 - icews14 - [INFO] - [E:212| 800]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 20:37:39,972 - icews14 - [INFO] - [E:212| 900]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:38:33,119 - icews14 - [INFO] - [E:212| 1000]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 20:39:26,023 - icews14 - [INFO] - [E:212| 1100]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 20:40:19,091 - icews14 - [INFO] - [E:212| 1200]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 20:41:12,168 - icews14 - [INFO] - [E:212| 1300]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 20:42:05,066 - icews14 - [INFO] - [E:212| 1400]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 20:42:57,975 - icews14 - [INFO] - [E:212| 1500]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 20:43:40,622 - icews14 - [INFO] - [E:212| 1600]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:44:33,542 - icews14 - [INFO] - [E:212| 1700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:45:26,538 - icews14 - [INFO] - [E:212| 1800]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:46:19,518 - icews14 - [INFO] - [E:212| 1900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:46:41,343 - icews14 - [INFO] - [Epoch:212]: Training Loss:0.001513 + +2023-05-12 20:46:41,495 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 20:47:00,116 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 20:47:05,603 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 20:47:24,809 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 20:47:30,124 - icews14 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.44316, Head : 0.39767, Avg : 0.42042 + +2023-05-12 20:47:30,124 - icews14 - [INFO] - [Epoch 212]: Training Loss: 0.001513, Valid MRR: 0.42643, + + + +2023-05-12 20:47:30,874 - icews14 - [INFO] - [E:213| 0]: Train Loss:0.0015013, Val MRR:0.42643, icews14 +2023-05-12 20:48:24,362 - icews14 - [INFO] - [E:213| 100]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 20:49:17,598 - icews14 - [INFO] - [E:213| 200]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 20:50:10,581 - icews14 - [INFO] - [E:213| 300]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 20:51:02,992 - icews14 - [INFO] - [E:213| 400]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:51:48,477 - icews14 - [INFO] - [E:213| 500]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:52:38,815 - icews14 - [INFO] - [E:213| 600]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 20:53:31,391 - icews14 - [INFO] - [E:213| 700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 20:54:24,086 - icews14 - [INFO] - [E:213| 800]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 20:55:16,709 - icews14 - [INFO] - [E:213| 900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:56:09,477 - icews14 - [INFO] - [E:213| 1000]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 20:57:02,537 - icews14 - [INFO] - [E:213| 1100]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 20:57:55,550 - icews14 - [INFO] - [E:213| 1200]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:58:48,511 - icews14 - [INFO] - [E:213| 1300]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 20:59:41,459 - icews14 - [INFO] - [E:213| 1400]: Train Loss:0.0015134, Val MRR:0.42643, icews14 +2023-05-12 21:00:23,660 - icews14 - [INFO] - [E:213| 1500]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 21:01:17,363 - icews14 - [INFO] - [E:213| 1600]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 21:02:10,239 - icews14 - [INFO] - [E:213| 1700]: Train Loss:0.0015133, Val MRR:0.42643, icews14 +2023-05-12 21:03:03,245 - icews14 - [INFO] - [E:213| 1800]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 21:03:56,264 - icews14 - [INFO] - [E:213| 1900]: Train Loss:0.0015131, Val MRR:0.42643, icews14 +2023-05-12 21:04:18,322 - icews14 - [INFO] - [Epoch:213]: Training Loss:0.001513 + +2023-05-12 21:04:18,595 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 21:04:37,473 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 21:04:42,913 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 21:05:01,877 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 21:05:06,969 - icews14 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.44844, Head : 0.39966, Avg : 0.42405 + +2023-05-12 21:05:06,969 - icews14 - [INFO] - [Epoch 213]: Training Loss: 0.0015131, Valid MRR: 0.42643, + + + +2023-05-12 21:05:07,457 - icews14 - [INFO] - [E:214| 0]: Train Loss:0.0015151, Val MRR:0.42643, icews14 +2023-05-12 21:06:00,570 - icews14 - [INFO] - [E:214| 100]: Train Loss:0.0015099, Val MRR:0.42643, icews14 +2023-05-12 21:06:53,519 - icews14 - [INFO] - [E:214| 200]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 21:07:46,407 - icews14 - [INFO] - [E:214| 300]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 21:08:29,244 - icews14 - [INFO] - [E:214| 400]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:09:22,289 - icews14 - [INFO] - [E:214| 500]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:10:15,352 - icews14 - [INFO] - [E:214| 600]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:11:08,081 - icews14 - [INFO] - [E:214| 700]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:12:01,044 - icews14 - [INFO] - [E:214| 800]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:12:54,147 - icews14 - [INFO] - [E:214| 900]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:13:47,153 - icews14 - [INFO] - [E:214| 1000]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:14:34,709 - icews14 - [INFO] - [E:214| 1100]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:15:27,924 - icews14 - [INFO] - [E:214| 1200]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:16:20,975 - icews14 - [INFO] - [E:214| 1300]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:17:03,775 - icews14 - [INFO] - [E:214| 1400]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:17:56,994 - icews14 - [INFO] - [E:214| 1500]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:18:49,948 - icews14 - [INFO] - [E:214| 1600]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:19:42,910 - icews14 - [INFO] - [E:214| 1700]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:20:35,819 - icews14 - [INFO] - [E:214| 1800]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:21:28,793 - icews14 - [INFO] - [E:214| 1900]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:21:50,926 - icews14 - [INFO] - [Epoch:214]: Training Loss:0.001513 + +2023-05-12 21:21:51,058 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 21:22:09,980 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 21:22:15,405 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 21:22:34,497 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 21:22:39,758 - icews14 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.44952, Head : 0.40102, Avg : 0.42527 + +2023-05-12 21:22:39,758 - icews14 - [INFO] - [Epoch 214]: Training Loss: 0.0015128, Valid MRR: 0.42643, + + + +2023-05-12 21:22:40,344 - icews14 - [INFO] - [E:215| 0]: Train Loss:0.0015026, Val MRR:0.42643, icews14 +2023-05-12 21:23:32,681 - icews14 - [INFO] - [E:215| 100]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 21:24:25,670 - icews14 - [INFO] - [E:215| 200]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:25:10,275 - icews14 - [INFO] - [E:215| 300]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 21:26:01,604 - icews14 - [INFO] - [E:215| 400]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:26:54,460 - icews14 - [INFO] - [E:215| 500]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:27:47,562 - icews14 - [INFO] - [E:215| 600]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:28:39,900 - icews14 - [INFO] - [E:215| 700]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 21:29:32,576 - icews14 - [INFO] - [E:215| 800]: Train Loss:0.0015129, Val MRR:0.42643, icews14 +2023-05-12 21:30:25,359 - icews14 - [INFO] - [E:215| 900]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:31:18,290 - icews14 - [INFO] - [E:215| 1000]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:32:11,313 - icews14 - [INFO] - [E:215| 1100]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:33:03,996 - icews14 - [INFO] - [E:215| 1200]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:33:47,215 - icews14 - [INFO] - [E:215| 1300]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:34:40,671 - icews14 - [INFO] - [E:215| 1400]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:35:33,688 - icews14 - [INFO] - [E:215| 1500]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:36:27,081 - icews14 - [INFO] - [E:215| 1600]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:37:21,290 - icews14 - [INFO] - [E:215| 1700]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:38:14,483 - icews14 - [INFO] - [E:215| 1800]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:39:07,383 - icews14 - [INFO] - [E:215| 1900]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:39:29,622 - icews14 - [INFO] - [Epoch:215]: Training Loss:0.001513 + +2023-05-12 21:39:29,895 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 21:39:48,898 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 21:39:54,340 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 21:40:13,458 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 21:40:18,870 - icews14 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.44531, Head : 0.39802, Avg : 0.42167 + +2023-05-12 21:40:18,870 - icews14 - [INFO] - [Epoch 215]: Training Loss: 0.0015128, Valid MRR: 0.42643, + + + +2023-05-12 21:40:19,602 - icews14 - [INFO] - [E:216| 0]: Train Loss:0.00151, Val MRR:0.42643, icews14 +2023-05-12 21:41:12,620 - icews14 - [INFO] - [E:216| 100]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:41:55,573 - icews14 - [INFO] - [E:216| 200]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:42:48,698 - icews14 - [INFO] - [E:216| 300]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 21:43:42,393 - icews14 - [INFO] - [E:216| 400]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:44:36,048 - icews14 - [INFO] - [E:216| 500]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 21:45:29,028 - icews14 - [INFO] - [E:216| 600]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:46:22,352 - icews14 - [INFO] - [E:216| 700]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 21:47:15,409 - icews14 - [INFO] - [E:216| 800]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 21:48:08,441 - icews14 - [INFO] - [E:216| 900]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:49:01,410 - icews14 - [INFO] - [E:216| 1000]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:49:53,593 - icews14 - [INFO] - [E:216| 1100]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:50:37,439 - icews14 - [INFO] - [E:216| 1200]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:51:30,796 - icews14 - [INFO] - [E:216| 1300]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:52:23,593 - icews14 - [INFO] - [E:216| 1400]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:53:16,774 - icews14 - [INFO] - [E:216| 1500]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 21:54:10,082 - icews14 - [INFO] - [E:216| 1600]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 21:55:03,445 - icews14 - [INFO] - [E:216| 1700]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:55:56,595 - icews14 - [INFO] - [E:216| 1800]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 21:56:49,574 - icews14 - [INFO] - [E:216| 1900]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 21:57:11,475 - icews14 - [INFO] - [Epoch:216]: Training Loss:0.001513 + +2023-05-12 21:57:11,627 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 21:57:30,599 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 21:57:36,003 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 21:57:54,960 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 21:58:00,245 - icews14 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.44732, Head : 0.39978, Avg : 0.42355 + +2023-05-12 21:58:00,245 - icews14 - [INFO] - [Epoch 216]: Training Loss: 0.0015125, Valid MRR: 0.42643, + + + +2023-05-12 21:58:00,858 - icews14 - [INFO] - [E:217| 0]: Train Loss:0.0015132, Val MRR:0.42643, icews14 +2023-05-12 21:58:44,215 - icews14 - [INFO] - [E:217| 100]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 21:59:37,630 - icews14 - [INFO] - [E:217| 200]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 22:00:29,500 - icews14 - [INFO] - [E:217| 300]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-12 22:01:19,345 - icews14 - [INFO] - [E:217| 400]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 22:02:11,937 - icews14 - [INFO] - [E:217| 500]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 22:03:04,239 - icews14 - [INFO] - [E:217| 600]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 22:03:57,261 - icews14 - [INFO] - [E:217| 700]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:04:50,840 - icews14 - [INFO] - [E:217| 800]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:05:44,619 - icews14 - [INFO] - [E:217| 900]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:06:37,557 - icews14 - [INFO] - [E:217| 1000]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 22:07:21,267 - icews14 - [INFO] - [E:217| 1100]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 22:08:14,450 - icews14 - [INFO] - [E:217| 1200]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:09:07,772 - icews14 - [INFO] - [E:217| 1300]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:10:00,828 - icews14 - [INFO] - [E:217| 1400]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:10:54,453 - icews14 - [INFO] - [E:217| 1500]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:11:47,805 - icews14 - [INFO] - [E:217| 1600]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:12:41,035 - icews14 - [INFO] - [E:217| 1700]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:13:34,880 - icews14 - [INFO] - [E:217| 1800]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:14:28,001 - icews14 - [INFO] - [E:217| 1900]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:14:50,083 - icews14 - [INFO] - [Epoch:217]: Training Loss:0.001512 + +2023-05-12 22:14:50,214 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 22:15:05,699 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 22:15:08,822 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 22:15:20,436 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 22:15:25,670 - icews14 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.44586, Head : 0.3979, Avg : 0.42188 + +2023-05-12 22:15:25,670 - icews14 - [INFO] - [Epoch 217]: Training Loss: 0.0015123, Valid MRR: 0.42643, + + + +2023-05-12 22:15:26,257 - icews14 - [INFO] - [E:218| 0]: Train Loss:0.0015083, Val MRR:0.42643, icews14 +2023-05-12 22:16:19,346 - icews14 - [INFO] - [E:218| 100]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 22:17:13,012 - icews14 - [INFO] - [E:218| 200]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-12 22:18:06,498 - icews14 - [INFO] - [E:218| 300]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 22:18:59,608 - icews14 - [INFO] - [E:218| 400]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 22:19:52,552 - icews14 - [INFO] - [E:218| 500]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:20:45,534 - icews14 - [INFO] - [E:218| 600]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:21:38,779 - icews14 - [INFO] - [E:218| 700]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:22:31,569 - icews14 - [INFO] - [E:218| 800]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 22:23:23,018 - icews14 - [INFO] - [E:218| 900]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:24:07,634 - icews14 - [INFO] - [E:218| 1000]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:25:00,621 - icews14 - [INFO] - [E:218| 1100]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:25:53,604 - icews14 - [INFO] - [E:218| 1200]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:26:46,613 - icews14 - [INFO] - [E:218| 1300]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:27:39,473 - icews14 - [INFO] - [E:218| 1400]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:28:32,712 - icews14 - [INFO] - [E:218| 1500]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:29:26,315 - icews14 - [INFO] - [E:218| 1600]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:30:19,718 - icews14 - [INFO] - [E:218| 1700]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:31:12,790 - icews14 - [INFO] - [E:218| 1800]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:31:56,036 - icews14 - [INFO] - [E:218| 1900]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:32:17,661 - icews14 - [INFO] - [Epoch:218]: Training Loss:0.001512 + +2023-05-12 22:32:17,793 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 22:32:36,440 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 22:32:41,792 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 22:33:00,789 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 22:33:05,952 - icews14 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.4475, Head : 0.39917, Avg : 0.42334 + +2023-05-12 22:33:05,953 - icews14 - [INFO] - [Epoch 218]: Training Loss: 0.0015123, Valid MRR: 0.42643, + + + +2023-05-12 22:33:06,538 - icews14 - [INFO] - [E:219| 0]: Train Loss:0.001494, Val MRR:0.42643, icews14 +2023-05-12 22:33:59,992 - icews14 - [INFO] - [E:219| 100]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 22:34:52,667 - icews14 - [INFO] - [E:219| 200]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 22:35:45,273 - icews14 - [INFO] - [E:219| 300]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:36:37,968 - icews14 - [INFO] - [E:219| 400]: Train Loss:0.0015127, Val MRR:0.42643, icews14 +2023-05-12 22:37:30,548 - icews14 - [INFO] - [E:219| 500]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:38:23,755 - icews14 - [INFO] - [E:219| 600]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 22:39:17,155 - icews14 - [INFO] - [E:219| 700]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:40:04,972 - icews14 - [INFO] - [E:219| 800]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:40:53,322 - icews14 - [INFO] - [E:219| 900]: Train Loss:0.0015124, Val MRR:0.42643, icews14 +2023-05-12 22:41:47,037 - icews14 - [INFO] - [E:219| 1000]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:42:40,334 - icews14 - [INFO] - [E:219| 1100]: Train Loss:0.0015123, Val MRR:0.42643, icews14 +2023-05-12 22:43:34,047 - icews14 - [INFO] - [E:219| 1200]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 22:44:27,810 - icews14 - [INFO] - [E:219| 1300]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:45:21,364 - icews14 - [INFO] - [E:219| 1400]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 22:46:14,962 - icews14 - [INFO] - [E:219| 1500]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:47:03,460 - icews14 - [INFO] - [E:219| 1600]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:47:56,718 - icews14 - [INFO] - [E:219| 1700]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:48:41,221 - icews14 - [INFO] - [E:219| 1800]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:49:32,752 - icews14 - [INFO] - [E:219| 1900]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 22:49:54,766 - icews14 - [INFO] - [Epoch:219]: Training Loss:0.001512 + +2023-05-12 22:49:54,920 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 22:50:13,828 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 22:50:19,284 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 22:50:38,323 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 22:50:43,514 - icews14 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.44457, Head : 0.39758, Avg : 0.42107 + MR: Tail : 666.72, Head : 793.15, Avg : 729.93 + Hit-1: Tail : 0.35878, Head : 0.31217, Avg : 0.33548 + Hit-3: Tail : 0.4912, Head : 0.44059, Avg : 0.46589 + Hit-10: Tail : 0.60347, Head : 0.55735, Avg : 0.58041 +2023-05-12 22:50:43,514 - icews14 - [INFO] - [Epoch 219]: Training Loss: 0.0015121, Valid MRR: 0.42643, + + + +2023-05-12 22:50:44,116 - icews14 - [INFO] - [E:220| 0]: Train Loss:0.0015145, Val MRR:0.42643, icews14 +2023-05-12 22:51:37,128 - icews14 - [INFO] - [E:220| 100]: Train Loss:0.0015096, Val MRR:0.42643, icews14 +2023-05-12 22:52:30,351 - icews14 - [INFO] - [E:220| 200]: Train Loss:0.0015104, Val MRR:0.42643, icews14 +2023-05-12 22:53:23,403 - icews14 - [INFO] - [E:220| 300]: Train Loss:0.0015109, Val MRR:0.42643, icews14 +2023-05-12 22:54:16,224 - icews14 - [INFO] - [E:220| 400]: Train Loss:0.0015106, Val MRR:0.42643, icews14 +2023-05-12 22:55:09,358 - icews14 - [INFO] - [E:220| 500]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 22:56:02,373 - icews14 - [INFO] - [E:220| 600]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 22:56:51,281 - icews14 - [INFO] - [E:220| 700]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 22:57:38,274 - icews14 - [INFO] - [E:220| 800]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 22:58:31,223 - icews14 - [INFO] - [E:220| 900]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 22:59:24,005 - icews14 - [INFO] - [E:220| 1000]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:00:16,887 - icews14 - [INFO] - [E:220| 1100]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:01:10,098 - icews14 - [INFO] - [E:220| 1200]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:02:03,216 - icews14 - [INFO] - [E:220| 1300]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:02:56,146 - icews14 - [INFO] - [E:220| 1400]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:03:48,874 - icews14 - [INFO] - [E:220| 1500]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:04:41,809 - icews14 - [INFO] - [E:220| 1600]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:05:24,604 - icews14 - [INFO] - [E:220| 1700]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 23:06:17,661 - icews14 - [INFO] - [E:220| 1800]: Train Loss:0.0015122, Val MRR:0.42643, icews14 +2023-05-12 23:07:11,122 - icews14 - [INFO] - [E:220| 1900]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 23:07:33,393 - icews14 - [INFO] - [Epoch:220]: Training Loss:0.001512 + +2023-05-12 23:07:33,546 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 23:07:52,476 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 23:07:57,927 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 23:08:16,914 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 23:08:22,166 - icews14 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.44437, Head : 0.39794, Avg : 0.42116 + +2023-05-12 23:08:22,167 - icews14 - [INFO] - [Epoch 220]: Training Loss: 0.0015121, Valid MRR: 0.42643, + + + +2023-05-12 23:08:22,912 - icews14 - [INFO] - [E:221| 0]: Train Loss:0.0015338, Val MRR:0.42643, icews14 +2023-05-12 23:09:15,812 - icews14 - [INFO] - [E:221| 100]: Train Loss:0.0015125, Val MRR:0.42643, icews14 +2023-05-12 23:10:07,920 - icews14 - [INFO] - [E:221| 200]: Train Loss:0.001513, Val MRR:0.42643, icews14 +2023-05-12 23:11:00,033 - icews14 - [INFO] - [E:221| 300]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 23:11:52,733 - icews14 - [INFO] - [E:221| 400]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:12:45,602 - icews14 - [INFO] - [E:221| 500]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:13:30,848 - icews14 - [INFO] - [E:221| 600]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:14:21,826 - icews14 - [INFO] - [E:221| 700]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:15:15,418 - icews14 - [INFO] - [E:221| 800]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:16:09,000 - icews14 - [INFO] - [E:221| 900]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:17:02,673 - icews14 - [INFO] - [E:221| 1000]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:17:56,013 - icews14 - [INFO] - [E:221| 1100]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:18:49,913 - icews14 - [INFO] - [E:221| 1200]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:19:43,052 - icews14 - [INFO] - [E:221| 1300]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:20:35,965 - icews14 - [INFO] - [E:221| 1400]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:21:28,784 - icews14 - [INFO] - [E:221| 1500]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 23:22:11,951 - icews14 - [INFO] - [E:221| 1600]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:23:04,162 - icews14 - [INFO] - [E:221| 1700]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:23:56,984 - icews14 - [INFO] - [E:221| 1800]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:24:50,297 - icews14 - [INFO] - [E:221| 1900]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:25:11,964 - icews14 - [INFO] - [Epoch:221]: Training Loss:0.001512 + +2023-05-12 23:25:12,119 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 23:25:31,003 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 23:25:36,392 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 23:25:55,382 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 23:26:00,536 - icews14 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.44998, Head : 0.40272, Avg : 0.42635 + +2023-05-12 23:26:00,536 - icews14 - [INFO] - [Epoch 221]: Training Loss: 0.001512, Valid MRR: 0.42643, + + + +2023-05-12 23:26:01,173 - icews14 - [INFO] - [E:222| 0]: Train Loss:0.0014909, Val MRR:0.42643, icews14 +2023-05-12 23:26:54,105 - icews14 - [INFO] - [E:222| 100]: Train Loss:0.0015105, Val MRR:0.42643, icews14 +2023-05-12 23:27:47,123 - icews14 - [INFO] - [E:222| 200]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-12 23:28:40,286 - icews14 - [INFO] - [E:222| 300]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:29:33,464 - icews14 - [INFO] - [E:222| 400]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-12 23:30:16,501 - icews14 - [INFO] - [E:222| 500]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:31:10,686 - icews14 - [INFO] - [E:222| 600]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:32:04,536 - icews14 - [INFO] - [E:222| 700]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 23:32:53,235 - icews14 - [INFO] - [E:222| 800]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:33:46,301 - icews14 - [INFO] - [E:222| 900]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 23:34:39,139 - icews14 - [INFO] - [E:222| 1000]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-12 23:35:32,025 - icews14 - [INFO] - [E:222| 1100]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:36:25,226 - icews14 - [INFO] - [E:222| 1200]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:37:18,464 - icews14 - [INFO] - [E:222| 1300]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:38:11,482 - icews14 - [INFO] - [E:222| 1400]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:38:54,900 - icews14 - [INFO] - [E:222| 1500]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:39:48,044 - icews14 - [INFO] - [E:222| 1600]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:40:40,850 - icews14 - [INFO] - [E:222| 1700]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-12 23:41:34,251 - icews14 - [INFO] - [E:222| 1800]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:42:26,851 - icews14 - [INFO] - [E:222| 1900]: Train Loss:0.001512, Val MRR:0.42643, icews14 +2023-05-12 23:42:48,876 - icews14 - [INFO] - [Epoch:222]: Training Loss:0.001512 + +2023-05-12 23:42:49,008 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-12 23:43:07,681 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-12 23:43:13,022 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-12 23:43:31,647 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-12 23:43:36,806 - icews14 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.44875, Head : 0.40127, Avg : 0.42501 + +2023-05-12 23:43:36,807 - icews14 - [INFO] - [Epoch 222]: Training Loss: 0.0015119, Valid MRR: 0.42643, + + + +2023-05-12 23:43:37,554 - icews14 - [INFO] - [E:223| 0]: Train Loss:0.0015005, Val MRR:0.42643, icews14 +2023-05-12 23:44:30,143 - icews14 - [INFO] - [E:223| 100]: Train Loss:0.0015103, Val MRR:0.42643, icews14 +2023-05-12 23:45:23,158 - icews14 - [INFO] - [E:223| 200]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-12 23:46:16,515 - icews14 - [INFO] - [E:223| 300]: Train Loss:0.0015112, Val MRR:0.42643, icews14 +2023-05-12 23:46:59,805 - icews14 - [INFO] - [E:223| 400]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-12 23:47:52,685 - icews14 - [INFO] - [E:223| 500]: Train Loss:0.0015112, Val MRR:0.42643, icews14 +2023-05-12 23:48:45,575 - icews14 - [INFO] - [E:223| 600]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:49:38,814 - icews14 - [INFO] - [E:223| 700]: Train Loss:0.0015113, Val MRR:0.42643, icews14 +2023-05-12 23:50:32,012 - icews14 - [INFO] - [E:223| 800]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:51:24,704 - icews14 - [INFO] - [E:223| 900]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:52:17,522 - icews14 - [INFO] - [E:223| 1000]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:53:10,281 - icews14 - [INFO] - [E:223| 1100]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:54:03,097 - icews14 - [INFO] - [E:223| 1200]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-12 23:54:55,800 - icews14 - [INFO] - [E:223| 1300]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:55:39,306 - icews14 - [INFO] - [E:223| 1400]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:56:32,244 - icews14 - [INFO] - [E:223| 1500]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-12 23:57:24,431 - icews14 - [INFO] - [E:223| 1600]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:58:17,512 - icews14 - [INFO] - [E:223| 1700]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-12 23:59:10,383 - icews14 - [INFO] - [E:223| 1800]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:00:02,810 - icews14 - [INFO] - [E:223| 1900]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:00:25,396 - icews14 - [INFO] - [Epoch:223]: Training Loss:0.001512 + +2023-05-13 00:00:25,549 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 00:00:44,551 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 00:00:50,026 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 00:01:09,117 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 00:01:14,433 - icews14 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.45001, Head : 0.40217, Avg : 0.42609 + +2023-05-13 00:01:14,433 - icews14 - [INFO] - [Epoch 223]: Training Loss: 0.0015117, Valid MRR: 0.42643, + + + +2023-05-13 00:01:15,055 - icews14 - [INFO] - [E:224| 0]: Train Loss:0.0014916, Val MRR:0.42643, icews14 +2023-05-13 00:02:08,421 - icews14 - [INFO] - [E:224| 100]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:03:01,539 - icews14 - [INFO] - [E:224| 200]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:03:45,073 - icews14 - [INFO] - [E:224| 300]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:04:38,257 - icews14 - [INFO] - [E:224| 400]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:05:31,270 - icews14 - [INFO] - [E:224| 500]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:06:24,368 - icews14 - [INFO] - [E:224| 600]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:07:17,462 - icews14 - [INFO] - [E:224| 700]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:08:10,466 - icews14 - [INFO] - [E:224| 800]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-13 00:09:03,531 - icews14 - [INFO] - [E:224| 900]: Train Loss:0.0015116, Val MRR:0.42643, icews14 +2023-05-13 00:09:56,772 - icews14 - [INFO] - [E:224| 1000]: Train Loss:0.0015117, Val MRR:0.42643, icews14 +2023-05-13 00:10:50,043 - icews14 - [INFO] - [E:224| 1100]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-13 00:11:39,347 - icews14 - [INFO] - [E:224| 1200]: Train Loss:0.0015121, Val MRR:0.42643, icews14 +2023-05-13 00:12:27,167 - icews14 - [INFO] - [E:224| 1300]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:13:20,337 - icews14 - [INFO] - [E:224| 1400]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:14:12,703 - icews14 - [INFO] - [E:224| 1500]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:15:06,016 - icews14 - [INFO] - [E:224| 1600]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:15:59,334 - icews14 - [INFO] - [E:224| 1700]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:16:52,015 - icews14 - [INFO] - [E:224| 1800]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:17:44,352 - icews14 - [INFO] - [E:224| 1900]: Train Loss:0.0015119, Val MRR:0.42643, icews14 +2023-05-13 00:18:05,945 - icews14 - [INFO] - [Epoch:224]: Training Loss:0.001512 + +2023-05-13 00:18:06,102 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 00:18:22,136 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 00:18:25,479 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 00:18:41,910 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 00:18:47,119 - icews14 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.44877, Head : 0.40228, Avg : 0.42553 + +2023-05-13 00:18:47,119 - icews14 - [INFO] - [Epoch 224]: Training Loss: 0.0015119, Valid MRR: 0.42643, + + + +2023-05-13 00:18:47,840 - icews14 - [INFO] - [E:225| 0]: Train Loss:0.001509, Val MRR:0.42643, icews14 +2023-05-13 00:19:41,145 - icews14 - [INFO] - [E:225| 100]: Train Loss:0.0015128, Val MRR:0.42643, icews14 +2023-05-13 00:20:24,237 - icews14 - [INFO] - [E:225| 200]: Train Loss:0.0015126, Val MRR:0.42643, icews14 +2023-05-13 00:21:17,218 - icews14 - [INFO] - [E:225| 300]: Train Loss:0.0015118, Val MRR:0.42643, icews14 +2023-05-13 00:22:10,025 - icews14 - [INFO] - [E:225| 400]: Train Loss:0.0015112, Val MRR:0.42643, icews14 +2023-05-13 00:23:02,894 - icews14 - [INFO] - [E:225| 500]: Train Loss:0.0015112, Val MRR:0.42643, icews14 +2023-05-13 00:23:56,024 - icews14 - [INFO] - [E:225| 600]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:24:49,102 - icews14 - [INFO] - [E:225| 700]: Train Loss:0.001511, Val MRR:0.42643, icews14 +2023-05-13 00:25:42,673 - icews14 - [INFO] - [E:225| 800]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:26:36,106 - icews14 - [INFO] - [E:225| 900]: Train Loss:0.001511, Val MRR:0.42643, icews14 +2023-05-13 00:27:29,897 - icews14 - [INFO] - [E:225| 1000]: Train Loss:0.001511, Val MRR:0.42643, icews14 +2023-05-13 00:28:21,775 - icews14 - [INFO] - [E:225| 1100]: Train Loss:0.001511, Val MRR:0.42643, icews14 +2023-05-13 00:29:06,049 - icews14 - [INFO] - [E:225| 1200]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:29:59,029 - icews14 - [INFO] - [E:225| 1300]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:30:51,611 - icews14 - [INFO] - [E:225| 1400]: Train Loss:0.0015111, Val MRR:0.42643, icews14 +2023-05-13 00:31:44,718 - icews14 - [INFO] - [E:225| 1500]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:32:38,123 - icews14 - [INFO] - [E:225| 1600]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:33:31,741 - icews14 - [INFO] - [E:225| 1700]: Train Loss:0.0015115, Val MRR:0.42643, icews14 +2023-05-13 00:34:25,522 - icews14 - [INFO] - [E:225| 1800]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:35:19,389 - icews14 - [INFO] - [E:225| 1900]: Train Loss:0.0015114, Val MRR:0.42643, icews14 +2023-05-13 00:35:41,808 - icews14 - [INFO] - [Epoch:225]: Training Loss:0.001511 + +2023-05-13 00:35:42,081 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 00:36:00,904 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 00:36:06,332 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 00:36:24,984 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 00:36:30,216 - icews14 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.45023, Head : 0.40368, Avg : 0.42695 + +2023-05-13 00:36:31,981 - icews14 - [INFO] - [Epoch 225]: Training Loss: 0.0015114, Valid MRR: 0.42695, + + + +2023-05-13 00:36:32,560 - icews14 - [INFO] - [E:226| 0]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 00:37:15,627 - icews14 - [INFO] - [E:226| 100]: Train Loss:0.0015118, Val MRR:0.42695, icews14 +2023-05-13 00:38:08,608 - icews14 - [INFO] - [E:226| 200]: Train Loss:0.0015118, Val MRR:0.42695, icews14 +2023-05-13 00:39:01,549 - icews14 - [INFO] - [E:226| 300]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 00:39:54,860 - icews14 - [INFO] - [E:226| 400]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 00:40:47,886 - icews14 - [INFO] - [E:226| 500]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 00:41:40,719 - icews14 - [INFO] - [E:226| 600]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 00:42:33,600 - icews14 - [INFO] - [E:226| 700]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 00:43:26,422 - icews14 - [INFO] - [E:226| 800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:44:19,238 - icews14 - [INFO] - [E:226| 900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:45:06,296 - icews14 - [INFO] - [E:226| 1000]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:45:55,937 - icews14 - [INFO] - [E:226| 1100]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:46:48,674 - icews14 - [INFO] - [E:226| 1200]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 00:47:41,322 - icews14 - [INFO] - [E:226| 1300]: Train Loss:0.0015114, Val MRR:0.42695, icews14 +2023-05-13 00:48:34,114 - icews14 - [INFO] - [E:226| 1400]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 00:49:27,041 - icews14 - [INFO] - [E:226| 1500]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:50:19,978 - icews14 - [INFO] - [E:226| 1600]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:51:12,496 - icews14 - [INFO] - [E:226| 1700]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 00:52:04,883 - icews14 - [INFO] - [E:226| 1800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:52:57,619 - icews14 - [INFO] - [E:226| 1900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:53:16,200 - icews14 - [INFO] - [Epoch:226]: Training Loss:0.001511 + +2023-05-13 00:53:16,311 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 00:53:27,140 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 00:53:32,762 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 00:53:51,505 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 00:53:56,786 - icews14 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.44917, Head : 0.40222, Avg : 0.42569 + +2023-05-13 00:53:56,786 - icews14 - [INFO] - [Epoch 226]: Training Loss: 0.0015113, Valid MRR: 0.42695, + + + +2023-05-13 00:53:57,276 - icews14 - [INFO] - [E:227| 0]: Train Loss:0.0015266, Val MRR:0.42695, icews14 +2023-05-13 00:54:50,725 - icews14 - [INFO] - [E:227| 100]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 00:55:43,649 - icews14 - [INFO] - [E:227| 200]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 00:56:36,469 - icews14 - [INFO] - [E:227| 300]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 00:57:29,784 - icews14 - [INFO] - [E:227| 400]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 00:58:23,148 - icews14 - [INFO] - [E:227| 500]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 00:59:16,283 - icews14 - [INFO] - [E:227| 600]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:00:09,652 - icews14 - [INFO] - [E:227| 700]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:01:02,867 - icews14 - [INFO] - [E:227| 800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:01:46,092 - icews14 - [INFO] - [E:227| 900]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:02:39,289 - icews14 - [INFO] - [E:227| 1000]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:03:32,645 - icews14 - [INFO] - [E:227| 1100]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:04:25,200 - icews14 - [INFO] - [E:227| 1200]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 01:05:11,945 - icews14 - [INFO] - [E:227| 1300]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:06:05,183 - icews14 - [INFO] - [E:227| 1400]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:06:58,857 - icews14 - [INFO] - [E:227| 1500]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 01:07:52,651 - icews14 - [INFO] - [E:227| 1600]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:08:46,005 - icews14 - [INFO] - [E:227| 1700]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:09:39,371 - icews14 - [INFO] - [E:227| 1800]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:10:22,495 - icews14 - [INFO] - [E:227| 1900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:10:44,719 - icews14 - [INFO] - [Epoch:227]: Training Loss:0.001511 + +2023-05-13 01:10:44,974 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 01:11:03,811 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 01:11:09,203 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 01:11:28,090 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 01:11:33,376 - icews14 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.44937, Head : 0.39806, Avg : 0.42371 + +2023-05-13 01:11:33,376 - icews14 - [INFO] - [Epoch 227]: Training Loss: 0.0015113, Valid MRR: 0.42695, + + + +2023-05-13 01:11:33,872 - icews14 - [INFO] - [E:228| 0]: Train Loss:0.0014918, Val MRR:0.42695, icews14 +2023-05-13 01:12:26,977 - icews14 - [INFO] - [E:228| 100]: Train Loss:0.0015129, Val MRR:0.42695, icews14 +2023-05-13 01:13:20,028 - icews14 - [INFO] - [E:228| 200]: Train Loss:0.0015127, Val MRR:0.42695, icews14 +2023-05-13 01:14:13,472 - icews14 - [INFO] - [E:228| 300]: Train Loss:0.0015126, Val MRR:0.42695, icews14 +2023-05-13 01:15:07,098 - icews14 - [INFO] - [E:228| 400]: Train Loss:0.0015118, Val MRR:0.42695, icews14 +2023-05-13 01:16:00,689 - icews14 - [INFO] - [E:228| 500]: Train Loss:0.0015119, Val MRR:0.42695, icews14 +2023-05-13 01:16:54,377 - icews14 - [INFO] - [E:228| 600]: Train Loss:0.0015114, Val MRR:0.42695, icews14 +2023-05-13 01:17:47,979 - icews14 - [INFO] - [E:228| 700]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:18:33,404 - icews14 - [INFO] - [E:228| 800]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:19:24,658 - icews14 - [INFO] - [E:228| 900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:20:17,921 - icews14 - [INFO] - [E:228| 1000]: Train Loss:0.0015114, Val MRR:0.42695, icews14 +2023-05-13 01:21:11,004 - icews14 - [INFO] - [E:228| 1100]: Train Loss:0.0015117, Val MRR:0.42695, icews14 +2023-05-13 01:22:03,587 - icews14 - [INFO] - [E:228| 1200]: Train Loss:0.0015116, Val MRR:0.42695, icews14 +2023-05-13 01:22:56,717 - icews14 - [INFO] - [E:228| 1300]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:23:49,258 - icews14 - [INFO] - [E:228| 1400]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:24:42,030 - icews14 - [INFO] - [E:228| 1500]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:25:34,635 - icews14 - [INFO] - [E:228| 1600]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:26:27,185 - icews14 - [INFO] - [E:228| 1700]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:27:10,892 - icews14 - [INFO] - [E:228| 1800]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:28:03,703 - icews14 - [INFO] - [E:228| 1900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:28:25,506 - icews14 - [INFO] - [Epoch:228]: Training Loss:0.001511 + +2023-05-13 01:28:25,660 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 01:28:44,446 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 01:28:49,985 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 01:29:08,963 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 01:29:14,122 - icews14 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.44567, Head : 0.39678, Avg : 0.42122 + +2023-05-13 01:29:14,122 - icews14 - [INFO] - [Epoch 228]: Training Loss: 0.0015112, Valid MRR: 0.42695, + + + +2023-05-13 01:29:14,660 - icews14 - [INFO] - [E:229| 0]: Train Loss:0.0014933, Val MRR:0.42695, icews14 +2023-05-13 01:30:07,860 - icews14 - [INFO] - [E:229| 100]: Train Loss:0.0015126, Val MRR:0.42695, icews14 +2023-05-13 01:31:01,009 - icews14 - [INFO] - [E:229| 200]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 01:31:53,999 - icews14 - [INFO] - [E:229| 300]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 01:32:46,642 - icews14 - [INFO] - [E:229| 400]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 01:33:39,914 - icews14 - [INFO] - [E:229| 500]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 01:34:33,213 - icews14 - [INFO] - [E:229| 600]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:35:16,441 - icews14 - [INFO] - [E:229| 700]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:36:09,426 - icews14 - [INFO] - [E:229| 800]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:37:02,311 - icews14 - [INFO] - [E:229| 900]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:37:55,095 - icews14 - [INFO] - [E:229| 1000]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:38:47,468 - icews14 - [INFO] - [E:229| 1100]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:39:40,291 - icews14 - [INFO] - [E:229| 1200]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:40:33,180 - icews14 - [INFO] - [E:229| 1300]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:41:26,032 - icews14 - [INFO] - [E:229| 1400]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 01:42:18,923 - icews14 - [INFO] - [E:229| 1500]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:43:10,997 - icews14 - [INFO] - [E:229| 1600]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 01:43:55,806 - icews14 - [INFO] - [E:229| 1700]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:44:48,827 - icews14 - [INFO] - [E:229| 1800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:45:41,757 - icews14 - [INFO] - [E:229| 1900]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:46:03,899 - icews14 - [INFO] - [Epoch:229]: Training Loss:0.001511 + +2023-05-13 01:46:04,031 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 01:46:22,776 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 01:46:28,214 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 01:46:47,192 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 01:46:52,345 - icews14 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.45004, Head : 0.40265, Avg : 0.42634 + MR: Tail : 671.97, Head : 791.44, Avg : 731.7 + Hit-1: Tail : 0.364, Head : 0.31921, Avg : 0.34161 + Hit-3: Tail : 0.49666, Head : 0.44484, Avg : 0.47075 + Hit-10: Tail : 0.60954, Head : 0.56111, Avg : 0.58533 +2023-05-13 01:46:52,345 - icews14 - [INFO] - [Epoch 229]: Training Loss: 0.0015112, Valid MRR: 0.42695, + + + +2023-05-13 01:46:52,850 - icews14 - [INFO] - [E:230| 0]: Train Loss:0.0015033, Val MRR:0.42695, icews14 +2023-05-13 01:47:46,299 - icews14 - [INFO] - [E:230| 100]: Train Loss:0.0015119, Val MRR:0.42695, icews14 +2023-05-13 01:48:39,633 - icews14 - [INFO] - [E:230| 200]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:49:32,845 - icews14 - [INFO] - [E:230| 300]: Train Loss:0.0015118, Val MRR:0.42695, icews14 +2023-05-13 01:50:25,016 - icews14 - [INFO] - [E:230| 400]: Train Loss:0.0015116, Val MRR:0.42695, icews14 +2023-05-13 01:51:13,199 - icews14 - [INFO] - [E:230| 500]: Train Loss:0.0015114, Val MRR:0.42695, icews14 +2023-05-13 01:51:56,453 - icews14 - [INFO] - [E:230| 600]: Train Loss:0.0015116, Val MRR:0.42695, icews14 +2023-05-13 01:52:50,336 - icews14 - [INFO] - [E:230| 700]: Train Loss:0.0015115, Val MRR:0.42695, icews14 +2023-05-13 01:53:44,109 - icews14 - [INFO] - [E:230| 800]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 01:54:37,179 - icews14 - [INFO] - [E:230| 900]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:55:29,730 - icews14 - [INFO] - [E:230| 1000]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 01:56:22,414 - icews14 - [INFO] - [E:230| 1100]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 01:57:15,236 - icews14 - [INFO] - [E:230| 1200]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 01:58:08,809 - icews14 - [INFO] - [E:230| 1300]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 01:59:01,624 - icews14 - [INFO] - [E:230| 1400]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 01:59:53,926 - icews14 - [INFO] - [E:230| 1500]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 02:00:36,769 - icews14 - [INFO] - [E:230| 1600]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 02:01:30,725 - icews14 - [INFO] - [E:230| 1700]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 02:02:24,458 - icews14 - [INFO] - [E:230| 1800]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 02:03:17,729 - icews14 - [INFO] - [E:230| 1900]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 02:03:39,801 - icews14 - [INFO] - [Epoch:230]: Training Loss:0.001511 + +2023-05-13 02:03:39,960 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 02:03:58,676 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 02:04:04,121 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 02:04:22,999 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 02:04:28,252 - icews14 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.4456, Head : 0.39424, Avg : 0.41992 + +2023-05-13 02:04:28,252 - icews14 - [INFO] - [Epoch 230]: Training Loss: 0.0015111, Valid MRR: 0.42695, + + + +2023-05-13 02:04:28,757 - icews14 - [INFO] - [E:231| 0]: Train Loss:0.001505, Val MRR:0.42695, icews14 +2023-05-13 02:05:22,221 - icews14 - [INFO] - [E:231| 100]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 02:06:15,005 - icews14 - [INFO] - [E:231| 200]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 02:07:07,881 - icews14 - [INFO] - [E:231| 300]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:08:00,861 - icews14 - [INFO] - [E:231| 400]: Train Loss:0.001511, Val MRR:0.42695, icews14 +2023-05-13 02:08:44,008 - icews14 - [INFO] - [E:231| 500]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 02:09:37,666 - icews14 - [INFO] - [E:231| 600]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:10:31,851 - icews14 - [INFO] - [E:231| 700]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:11:25,910 - icews14 - [INFO] - [E:231| 800]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:12:19,170 - icews14 - [INFO] - [E:231| 900]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:13:12,210 - icews14 - [INFO] - [E:231| 1000]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 02:14:05,338 - icews14 - [INFO] - [E:231| 1100]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:14:58,203 - icews14 - [INFO] - [E:231| 1200]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:15:51,293 - icews14 - [INFO] - [E:231| 1300]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:16:41,183 - icews14 - [INFO] - [E:231| 1400]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:17:28,255 - icews14 - [INFO] - [E:231| 1500]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:18:21,260 - icews14 - [INFO] - [E:231| 1600]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 02:19:14,449 - icews14 - [INFO] - [E:231| 1700]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:20:07,815 - icews14 - [INFO] - [E:231| 1800]: Train Loss:0.0015109, Val MRR:0.42695, icews14 +2023-05-13 02:21:00,868 - icews14 - [INFO] - [E:231| 1900]: Train Loss:0.0015111, Val MRR:0.42695, icews14 +2023-05-13 02:21:22,979 - icews14 - [INFO] - [Epoch:231]: Training Loss:0.001511 + +2023-05-13 02:21:23,120 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 02:21:42,113 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 02:21:47,597 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 02:22:06,343 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 02:22:11,586 - icews14 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.44471, Head : 0.39935, Avg : 0.42203 + +2023-05-13 02:22:11,586 - icews14 - [INFO] - [Epoch 231]: Training Loss: 0.001511, Valid MRR: 0.42695, + + + +2023-05-13 02:22:11,990 - icews14 - [INFO] - [E:232| 0]: Train Loss:0.0015265, Val MRR:0.42695, icews14 +2023-05-13 02:23:05,345 - icews14 - [INFO] - [E:232| 100]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:23:58,623 - icews14 - [INFO] - [E:232| 200]: Train Loss:0.0015113, Val MRR:0.42695, icews14 +2023-05-13 02:24:52,043 - icews14 - [INFO] - [E:232| 300]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:25:35,668 - icews14 - [INFO] - [E:232| 400]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:26:29,139 - icews14 - [INFO] - [E:232| 500]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:27:22,261 - icews14 - [INFO] - [E:232| 600]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:28:14,686 - icews14 - [INFO] - [E:232| 700]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 02:29:07,817 - icews14 - [INFO] - [E:232| 800]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:30:00,637 - icews14 - [INFO] - [E:232| 900]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:30:54,146 - icews14 - [INFO] - [E:232| 1000]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:31:47,071 - icews14 - [INFO] - [E:232| 1100]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:32:39,730 - icews14 - [INFO] - [E:232| 1200]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:33:25,435 - icews14 - [INFO] - [E:232| 1300]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:34:15,564 - icews14 - [INFO] - [E:232| 1400]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:35:08,406 - icews14 - [INFO] - [E:232| 1500]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:36:01,280 - icews14 - [INFO] - [E:232| 1600]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:36:49,624 - icews14 - [INFO] - [E:232| 1700]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 02:37:43,115 - icews14 - [INFO] - [E:232| 1800]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:38:36,278 - icews14 - [INFO] - [E:232| 1900]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 02:38:58,636 - icews14 - [INFO] - [Epoch:232]: Training Loss:0.001511 + +2023-05-13 02:38:58,909 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 02:39:17,735 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 02:39:23,138 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 02:39:41,962 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 02:39:47,215 - icews14 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.44536, Head : 0.39967, Avg : 0.42252 + +2023-05-13 02:39:47,216 - icews14 - [INFO] - [Epoch 232]: Training Loss: 0.0015108, Valid MRR: 0.42695, + + + +2023-05-13 02:39:47,695 - icews14 - [INFO] - [E:233| 0]: Train Loss:0.0015048, Val MRR:0.42695, icews14 +2023-05-13 02:40:41,261 - icews14 - [INFO] - [E:233| 100]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 02:41:34,309 - icews14 - [INFO] - [E:233| 200]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 02:42:17,739 - icews14 - [INFO] - [E:233| 300]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:43:10,898 - icews14 - [INFO] - [E:233| 400]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 02:44:04,259 - icews14 - [INFO] - [E:233| 500]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 02:44:57,657 - icews14 - [INFO] - [E:233| 600]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 02:45:50,515 - icews14 - [INFO] - [E:233| 700]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 02:46:42,923 - icews14 - [INFO] - [E:233| 800]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 02:47:35,963 - icews14 - [INFO] - [E:233| 900]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 02:48:29,496 - icews14 - [INFO] - [E:233| 1000]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 02:49:22,845 - icews14 - [INFO] - [E:233| 1100]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:50:08,963 - icews14 - [INFO] - [E:233| 1200]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:50:58,407 - icews14 - [INFO] - [E:233| 1300]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:51:51,267 - icews14 - [INFO] - [E:233| 1400]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:52:44,568 - icews14 - [INFO] - [E:233| 1500]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:53:38,041 - icews14 - [INFO] - [E:233| 1600]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:54:31,907 - icews14 - [INFO] - [E:233| 1700]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:55:25,283 - icews14 - [INFO] - [E:233| 1800]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:56:18,599 - icews14 - [INFO] - [E:233| 1900]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 02:56:40,558 - icews14 - [INFO] - [Epoch:233]: Training Loss:0.00151 + +2023-05-13 02:56:40,711 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 02:56:59,522 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 02:57:04,957 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 02:57:23,973 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 02:57:29,154 - icews14 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.45064, Head : 0.4029, Avg : 0.42677 + +2023-05-13 02:57:29,154 - icews14 - [INFO] - [Epoch 233]: Training Loss: 0.0015105, Valid MRR: 0.42695, + + + +2023-05-13 02:57:29,759 - icews14 - [INFO] - [E:234| 0]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 02:58:20,930 - icews14 - [INFO] - [E:234| 100]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 02:59:05,845 - icews14 - [INFO] - [E:234| 200]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 02:59:59,952 - icews14 - [INFO] - [E:234| 300]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:00:54,118 - icews14 - [INFO] - [E:234| 400]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:01:48,192 - icews14 - [INFO] - [E:234| 500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 03:02:42,032 - icews14 - [INFO] - [E:234| 600]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:03:35,033 - icews14 - [INFO] - [E:234| 700]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:04:28,398 - icews14 - [INFO] - [E:234| 800]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:05:21,305 - icews14 - [INFO] - [E:234| 900]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 03:06:14,469 - icews14 - [INFO] - [E:234| 1000]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:06:57,472 - icews14 - [INFO] - [E:234| 1100]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:07:49,842 - icews14 - [INFO] - [E:234| 1200]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:08:42,553 - icews14 - [INFO] - [E:234| 1300]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:09:35,812 - icews14 - [INFO] - [E:234| 1400]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:10:29,668 - icews14 - [INFO] - [E:234| 1500]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:11:23,448 - icews14 - [INFO] - [E:234| 1600]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:12:16,712 - icews14 - [INFO] - [E:234| 1700]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:13:09,811 - icews14 - [INFO] - [E:234| 1800]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:14:02,812 - icews14 - [INFO] - [E:234| 1900]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:14:24,643 - icews14 - [INFO] - [Epoch:234]: Training Loss:0.001511 + +2023-05-13 03:14:24,798 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 03:14:43,824 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 03:14:49,369 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 03:15:04,138 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 03:15:07,155 - icews14 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.44611, Head : 0.39921, Avg : 0.42266 + +2023-05-13 03:15:07,155 - icews14 - [INFO] - [Epoch 234]: Training Loss: 0.0015105, Valid MRR: 0.42695, + + + +2023-05-13 03:15:07,498 - icews14 - [INFO] - [E:235| 0]: Train Loss:0.0015409, Val MRR:0.42695, icews14 +2023-05-13 03:15:56,064 - icews14 - [INFO] - [E:235| 100]: Train Loss:0.0015108, Val MRR:0.42695, icews14 +2023-05-13 03:16:49,367 - icews14 - [INFO] - [E:235| 200]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:17:42,425 - icews14 - [INFO] - [E:235| 300]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:18:35,766 - icews14 - [INFO] - [E:235| 400]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:19:28,737 - icews14 - [INFO] - [E:235| 500]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:20:21,325 - icews14 - [INFO] - [E:235| 600]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 03:21:14,427 - icews14 - [INFO] - [E:235| 700]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 03:22:07,739 - icews14 - [INFO] - [E:235| 800]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:22:55,636 - icews14 - [INFO] - [E:235| 900]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:23:40,410 - icews14 - [INFO] - [E:235| 1000]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:24:32,118 - icews14 - [INFO] - [E:235| 1100]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:25:25,488 - icews14 - [INFO] - [E:235| 1200]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:26:18,278 - icews14 - [INFO] - [E:235| 1300]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:27:11,380 - icews14 - [INFO] - [E:235| 1400]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:28:04,154 - icews14 - [INFO] - [E:235| 1500]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:28:57,072 - icews14 - [INFO] - [E:235| 1600]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:29:49,949 - icews14 - [INFO] - [E:235| 1700]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:30:42,865 - icews14 - [INFO] - [E:235| 1800]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:31:36,120 - icews14 - [INFO] - [E:235| 1900]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:31:53,204 - icews14 - [INFO] - [Epoch:235]: Training Loss:0.00151 + +2023-05-13 03:31:53,315 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 03:32:06,001 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 03:32:10,890 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 03:32:29,649 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 03:32:34,804 - icews14 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.44762, Head : 0.40047, Avg : 0.42405 + +2023-05-13 03:32:34,804 - icews14 - [INFO] - [Epoch 235]: Training Loss: 0.0015105, Valid MRR: 0.42695, + + + +2023-05-13 03:32:35,395 - icews14 - [INFO] - [E:236| 0]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 03:33:28,450 - icews14 - [INFO] - [E:236| 100]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 03:34:21,838 - icews14 - [INFO] - [E:236| 200]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 03:35:14,916 - icews14 - [INFO] - [E:236| 300]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 03:36:08,645 - icews14 - [INFO] - [E:236| 400]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:37:01,215 - icews14 - [INFO] - [E:236| 500]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 03:37:54,070 - icews14 - [INFO] - [E:236| 600]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:38:47,921 - icews14 - [INFO] - [E:236| 700]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:39:41,578 - icews14 - [INFO] - [E:236| 800]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:40:24,298 - icews14 - [INFO] - [E:236| 900]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 03:41:16,741 - icews14 - [INFO] - [E:236| 1000]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 03:42:08,743 - icews14 - [INFO] - [E:236| 1100]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 03:43:01,624 - icews14 - [INFO] - [E:236| 1200]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 03:43:54,861 - icews14 - [INFO] - [E:236| 1300]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 03:44:47,893 - icews14 - [INFO] - [E:236| 1400]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:45:41,054 - icews14 - [INFO] - [E:236| 1500]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:46:34,376 - icews14 - [INFO] - [E:236| 1600]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:47:27,443 - icews14 - [INFO] - [E:236| 1700]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:48:20,324 - icews14 - [INFO] - [E:236| 1800]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:49:03,637 - icews14 - [INFO] - [E:236| 1900]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 03:49:25,644 - icews14 - [INFO] - [Epoch:236]: Training Loss:0.001511 + +2023-05-13 03:49:25,798 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 03:49:44,677 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 03:49:50,154 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 03:50:09,159 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 03:50:14,358 - icews14 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.4503, Head : 0.40027, Avg : 0.42528 + +2023-05-13 03:50:14,358 - icews14 - [INFO] - [Epoch 236]: Training Loss: 0.0015105, Valid MRR: 0.42695, + + + +2023-05-13 03:50:15,087 - icews14 - [INFO] - [E:237| 0]: Train Loss:0.0015234, Val MRR:0.42695, icews14 +2023-05-13 03:51:07,768 - icews14 - [INFO] - [E:237| 100]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 03:52:01,096 - icews14 - [INFO] - [E:237| 200]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 03:52:54,338 - icews14 - [INFO] - [E:237| 300]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 03:54:05,852 - icews14 - [INFO] - [E:237| 400]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:55:06,984 - icews14 - [INFO] - [E:237| 500]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:56:00,543 - icews14 - [INFO] - [E:237| 600]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 03:56:54,144 - icews14 - [INFO] - [E:237| 700]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 03:57:37,877 - icews14 - [INFO] - [E:237| 800]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 03:58:31,097 - icews14 - [INFO] - [E:237| 900]: Train Loss:0.0015106, Val MRR:0.42695, icews14 +2023-05-13 03:59:24,181 - icews14 - [INFO] - [E:237| 1000]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:00:17,149 - icews14 - [INFO] - [E:237| 1100]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:01:11,363 - icews14 - [INFO] - [E:237| 1200]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:02:04,347 - icews14 - [INFO] - [E:237| 1300]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:02:57,415 - icews14 - [INFO] - [E:237| 1400]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:03:50,412 - icews14 - [INFO] - [E:237| 1500]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 04:04:43,643 - icews14 - [INFO] - [E:237| 1600]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 04:05:37,092 - icews14 - [INFO] - [E:237| 1700]: Train Loss:0.0015105, Val MRR:0.42695, icews14 +2023-05-13 04:06:20,438 - icews14 - [INFO] - [E:237| 1800]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 04:07:13,591 - icews14 - [INFO] - [E:237| 1900]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 04:07:35,701 - icews14 - [INFO] - [Epoch:237]: Training Loss:0.00151 + +2023-05-13 04:07:35,963 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 04:07:54,819 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 04:08:00,227 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 04:08:19,148 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 04:08:24,439 - icews14 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.4475, Head : 0.39888, Avg : 0.42319 + +2023-05-13 04:08:24,439 - icews14 - [INFO] - [Epoch 237]: Training Loss: 0.0015104, Valid MRR: 0.42695, + + + +2023-05-13 04:08:24,940 - icews14 - [INFO] - [E:238| 0]: Train Loss:0.0014977, Val MRR:0.42695, icews14 +2023-05-13 04:09:18,358 - icews14 - [INFO] - [E:238| 100]: Train Loss:0.0015107, Val MRR:0.42695, icews14 +2023-05-13 04:10:04,528 - icews14 - [INFO] - [E:238| 200]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 04:10:57,316 - icews14 - [INFO] - [E:238| 300]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:11:50,439 - icews14 - [INFO] - [E:238| 400]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 04:12:43,858 - icews14 - [INFO] - [E:238| 500]: Train Loss:0.0015103, Val MRR:0.42695, icews14 +2023-05-13 04:13:37,373 - icews14 - [INFO] - [E:238| 600]: Train Loss:0.0015102, Val MRR:0.42695, icews14 +2023-05-13 04:14:22,368 - icews14 - [INFO] - [E:238| 700]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:15:13,029 - icews14 - [INFO] - [E:238| 800]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 04:16:05,430 - icews14 - [INFO] - [E:238| 900]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 04:16:58,529 - icews14 - [INFO] - [E:238| 1000]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:17:52,147 - icews14 - [INFO] - [E:238| 1100]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:18:45,769 - icews14 - [INFO] - [E:238| 1200]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:19:39,075 - icews14 - [INFO] - [E:238| 1300]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:20:32,755 - icews14 - [INFO] - [E:238| 1400]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:21:26,217 - icews14 - [INFO] - [E:238| 1500]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:22:19,267 - icews14 - [INFO] - [E:238| 1600]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:23:02,885 - icews14 - [INFO] - [E:238| 1700]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:23:55,913 - icews14 - [INFO] - [E:238| 1800]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:24:49,065 - icews14 - [INFO] - [E:238| 1900]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 04:25:11,231 - icews14 - [INFO] - [Epoch:238]: Training Loss:0.00151 + +2023-05-13 04:25:11,363 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 04:25:30,231 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 04:25:35,680 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 04:25:54,703 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 04:26:00,024 - icews14 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.44577, Head : 0.39773, Avg : 0.42175 + +2023-05-13 04:26:00,024 - icews14 - [INFO] - [Epoch 238]: Training Loss: 0.0015101, Valid MRR: 0.42695, + + + +2023-05-13 04:26:00,724 - icews14 - [INFO] - [E:239| 0]: Train Loss:0.0015036, Val MRR:0.42695, icews14 +2023-05-13 04:26:54,586 - icews14 - [INFO] - [E:239| 100]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:27:47,162 - icews14 - [INFO] - [E:239| 200]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:28:39,779 - icews14 - [INFO] - [E:239| 300]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:29:33,367 - icews14 - [INFO] - [E:239| 400]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 04:30:26,798 - icews14 - [INFO] - [E:239| 500]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:31:10,400 - icews14 - [INFO] - [E:239| 600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:32:04,075 - icews14 - [INFO] - [E:239| 700]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:32:57,712 - icews14 - [INFO] - [E:239| 800]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:33:51,661 - icews14 - [INFO] - [E:239| 900]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:34:45,380 - icews14 - [INFO] - [E:239| 1000]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:35:39,006 - icews14 - [INFO] - [E:239| 1100]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 04:36:32,962 - icews14 - [INFO] - [E:239| 1200]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 04:37:26,791 - icews14 - [INFO] - [E:239| 1300]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:38:19,697 - icews14 - [INFO] - [E:239| 1400]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:39:11,722 - icews14 - [INFO] - [E:239| 1500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:39:56,124 - icews14 - [INFO] - [E:239| 1600]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:40:49,595 - icews14 - [INFO] - [E:239| 1700]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:41:43,208 - icews14 - [INFO] - [E:239| 1800]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:42:36,540 - icews14 - [INFO] - [E:239| 1900]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:42:58,855 - icews14 - [INFO] - [Epoch:239]: Training Loss:0.00151 + +2023-05-13 04:42:58,987 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 04:43:17,807 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 04:43:23,277 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 04:43:42,270 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 04:43:47,585 - icews14 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.45042, Head : 0.40304, Avg : 0.42673 + MR: Tail : 676.03, Head : 785.89, Avg : 730.96 + Hit-1: Tail : 0.36728, Head : 0.31849, Avg : 0.34288 + Hit-3: Tail : 0.49229, Head : 0.44326, Avg : 0.46778 + Hit-10: Tail : 0.60663, Head : 0.56148, Avg : 0.58405 +2023-05-13 04:43:47,585 - icews14 - [INFO] - [Epoch 239]: Training Loss: 0.0015099, Valid MRR: 0.42695, + + + +2023-05-13 04:43:48,303 - icews14 - [INFO] - [E:240| 0]: Train Loss:0.0014977, Val MRR:0.42695, icews14 +2023-05-13 04:44:41,537 - icews14 - [INFO] - [E:240| 100]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:45:35,250 - icews14 - [INFO] - [E:240| 200]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 04:46:28,735 - icews14 - [INFO] - [E:240| 300]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:47:22,584 - icews14 - [INFO] - [E:240| 400]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:48:05,807 - icews14 - [INFO] - [E:240| 500]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 04:48:57,866 - icews14 - [INFO] - [E:240| 600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:49:50,236 - icews14 - [INFO] - [E:240| 700]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:50:43,020 - icews14 - [INFO] - [E:240| 800]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:51:36,010 - icews14 - [INFO] - [E:240| 900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:52:29,108 - icews14 - [INFO] - [E:240| 1000]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:53:22,244 - icews14 - [INFO] - [E:240| 1100]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:54:15,827 - icews14 - [INFO] - [E:240| 1200]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 04:55:09,136 - icews14 - [INFO] - [E:240| 1300]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 04:55:56,207 - icews14 - [INFO] - [E:240| 1400]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 04:56:39,819 - icews14 - [INFO] - [E:240| 1500]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:57:33,512 - icews14 - [INFO] - [E:240| 1600]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 04:58:26,732 - icews14 - [INFO] - [E:240| 1700]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 04:59:19,698 - icews14 - [INFO] - [E:240| 1800]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 05:00:12,606 - icews14 - [INFO] - [E:240| 1900]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 05:00:34,770 - icews14 - [INFO] - [Epoch:240]: Training Loss:0.00151 + +2023-05-13 05:00:34,903 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 05:00:53,778 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 05:00:59,253 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 05:01:18,003 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 05:01:23,182 - icews14 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.44973, Head : 0.40076, Avg : 0.42524 + +2023-05-13 05:01:23,182 - icews14 - [INFO] - [Epoch 240]: Training Loss: 0.00151, Valid MRR: 0.42695, + + + +2023-05-13 05:01:23,774 - icews14 - [INFO] - [E:241| 0]: Train Loss:0.0014947, Val MRR:0.42695, icews14 +2023-05-13 05:02:16,432 - icews14 - [INFO] - [E:241| 100]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:03:09,470 - icews14 - [INFO] - [E:241| 200]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:04:02,469 - icews14 - [INFO] - [E:241| 300]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 05:04:45,797 - icews14 - [INFO] - [E:241| 400]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 05:05:39,211 - icews14 - [INFO] - [E:241| 500]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 05:06:32,767 - icews14 - [INFO] - [E:241| 600]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 05:07:26,418 - icews14 - [INFO] - [E:241| 700]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 05:08:19,937 - icews14 - [INFO] - [E:241| 800]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:09:13,145 - icews14 - [INFO] - [E:241| 900]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:10:06,760 - icews14 - [INFO] - [E:241| 1000]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:11:00,166 - icews14 - [INFO] - [E:241| 1100]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:11:53,515 - icews14 - [INFO] - [E:241| 1200]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:12:44,063 - icews14 - [INFO] - [E:241| 1300]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 05:13:30,400 - icews14 - [INFO] - [E:241| 1400]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:14:22,830 - icews14 - [INFO] - [E:241| 1500]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:15:15,773 - icews14 - [INFO] - [E:241| 1600]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:16:08,936 - icews14 - [INFO] - [E:241| 1700]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:17:01,836 - icews14 - [INFO] - [E:241| 1800]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:17:54,822 - icews14 - [INFO] - [E:241| 1900]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:18:16,638 - icews14 - [INFO] - [Epoch:241]: Training Loss:0.00151 + +2023-05-13 05:18:16,769 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 05:18:35,075 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 05:18:40,513 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 05:18:59,366 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 05:19:04,606 - icews14 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.44848, Head : 0.39924, Avg : 0.42386 + +2023-05-13 05:19:04,606 - icews14 - [INFO] - [Epoch 241]: Training Loss: 0.0015097, Valid MRR: 0.42695, + + + +2023-05-13 05:19:05,241 - icews14 - [INFO] - [E:242| 0]: Train Loss:0.0015131, Val MRR:0.42695, icews14 +2023-05-13 05:19:58,647 - icews14 - [INFO] - [E:242| 100]: Train Loss:0.0015056, Val MRR:0.42695, icews14 +2023-05-13 05:20:59,849 - icews14 - [INFO] - [E:242| 200]: Train Loss:0.001507, Val MRR:0.42695, icews14 +2023-05-13 05:22:08,738 - icews14 - [INFO] - [E:242| 300]: Train Loss:0.0015078, Val MRR:0.42695, icews14 +2023-05-13 05:23:01,401 - icews14 - [INFO] - [E:242| 400]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 05:23:54,263 - icews14 - [INFO] - [E:242| 500]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 05:24:47,168 - icews14 - [INFO] - [E:242| 600]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:25:40,134 - icews14 - [INFO] - [E:242| 700]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 05:26:33,019 - icews14 - [INFO] - [E:242| 800]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:27:26,485 - icews14 - [INFO] - [E:242| 900]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 05:28:19,680 - icews14 - [INFO] - [E:242| 1000]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:29:12,416 - icews14 - [INFO] - [E:242| 1100]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:29:55,765 - icews14 - [INFO] - [E:242| 1200]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:30:48,629 - icews14 - [INFO] - [E:242| 1300]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:31:41,508 - icews14 - [INFO] - [E:242| 1400]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:32:35,057 - icews14 - [INFO] - [E:242| 1500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:33:28,144 - icews14 - [INFO] - [E:242| 1600]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:34:21,188 - icews14 - [INFO] - [E:242| 1700]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:35:13,922 - icews14 - [INFO] - [E:242| 1800]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 05:36:06,272 - icews14 - [INFO] - [E:242| 1900]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 05:36:28,353 - icews14 - [INFO] - [Epoch:242]: Training Loss:0.00151 + +2023-05-13 05:36:28,625 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 05:36:47,443 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 05:36:52,946 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 05:37:11,999 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 05:37:17,343 - icews14 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.44835, Head : 0.39862, Avg : 0.42348 + +2023-05-13 05:37:17,343 - icews14 - [INFO] - [Epoch 242]: Training Loss: 0.0015099, Valid MRR: 0.42695, + + + +2023-05-13 05:37:17,764 - icews14 - [INFO] - [E:243| 0]: Train Loss:0.0014957, Val MRR:0.42695, icews14 +2023-05-13 05:38:06,320 - icews14 - [INFO] - [E:243| 100]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 05:38:54,645 - icews14 - [INFO] - [E:243| 200]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 05:39:48,196 - icews14 - [INFO] - [E:243| 300]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 05:40:41,519 - icews14 - [INFO] - [E:243| 400]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:41:34,583 - icews14 - [INFO] - [E:243| 500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:42:20,785 - icews14 - [INFO] - [E:243| 600]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:43:13,657 - icews14 - [INFO] - [E:243| 700]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:44:06,483 - icews14 - [INFO] - [E:243| 800]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 05:44:59,459 - icews14 - [INFO] - [E:243| 900]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 05:45:52,527 - icews14 - [INFO] - [E:243| 1000]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 05:47:08,551 - icews14 - [INFO] - [E:243| 1100]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 05:48:01,148 - icews14 - [INFO] - [E:243| 1200]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 05:48:54,258 - icews14 - [INFO] - [E:243| 1300]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 05:49:47,235 - icews14 - [INFO] - [E:243| 1400]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:50:40,339 - icews14 - [INFO] - [E:243| 1500]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:51:34,173 - icews14 - [INFO] - [E:243| 1600]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 05:52:27,312 - icews14 - [INFO] - [E:243| 1700]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:53:19,907 - icews14 - [INFO] - [E:243| 1800]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:54:12,649 - icews14 - [INFO] - [E:243| 1900]: Train Loss:0.0015097, Val MRR:0.42695, icews14 +2023-05-13 05:54:34,499 - icews14 - [INFO] - [Epoch:243]: Training Loss:0.00151 + +2023-05-13 05:54:34,655 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 05:54:53,461 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 05:54:58,883 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 05:55:16,138 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 05:55:19,142 - icews14 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.44723, Head : 0.39885, Avg : 0.42304 + +2023-05-13 05:55:19,142 - icews14 - [INFO] - [Epoch 243]: Training Loss: 0.0015097, Valid MRR: 0.42695, + + + +2023-05-13 05:55:19,492 - icews14 - [INFO] - [E:244| 0]: Train Loss:0.0015054, Val MRR:0.42695, icews14 +2023-05-13 05:56:05,796 - icews14 - [INFO] - [E:244| 100]: Train Loss:0.0015112, Val MRR:0.42695, icews14 +2023-05-13 05:56:58,068 - icews14 - [INFO] - [E:244| 200]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 05:57:50,142 - icews14 - [INFO] - [E:244| 300]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 05:58:42,360 - icews14 - [INFO] - [E:244| 400]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 05:59:35,732 - icews14 - [INFO] - [E:244| 500]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 06:00:29,076 - icews14 - [INFO] - [E:244| 600]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:01:22,425 - icews14 - [INFO] - [E:244| 700]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 06:02:16,141 - icews14 - [INFO] - [E:244| 800]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:03:10,039 - icews14 - [INFO] - [E:244| 900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:03:53,334 - icews14 - [INFO] - [E:244| 1000]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:04:46,541 - icews14 - [INFO] - [E:244| 1100]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:05:40,072 - icews14 - [INFO] - [E:244| 1200]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:06:34,056 - icews14 - [INFO] - [E:244| 1300]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:07:27,588 - icews14 - [INFO] - [E:244| 1400]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:08:21,425 - icews14 - [INFO] - [E:244| 1500]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:09:14,987 - icews14 - [INFO] - [E:244| 1600]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:10:07,574 - icews14 - [INFO] - [E:244| 1700]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:11:00,749 - icews14 - [INFO] - [E:244| 1800]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:11:54,525 - icews14 - [INFO] - [E:244| 1900]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:12:08,516 - icews14 - [INFO] - [Epoch:244]: Training Loss:0.001509 + +2023-05-13 06:12:08,628 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 06:12:25,723 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 06:12:31,286 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 06:12:50,228 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 06:12:55,390 - icews14 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.44777, Head : 0.39683, Avg : 0.4223 + +2023-05-13 06:12:55,390 - icews14 - [INFO] - [Epoch 244]: Training Loss: 0.0015095, Valid MRR: 0.42695, + + + +2023-05-13 06:12:56,121 - icews14 - [INFO] - [E:245| 0]: Train Loss:0.0015146, Val MRR:0.42695, icews14 +2023-05-13 06:13:49,342 - icews14 - [INFO] - [E:245| 100]: Train Loss:0.0015076, Val MRR:0.42695, icews14 +2023-05-13 06:14:42,512 - icews14 - [INFO] - [E:245| 200]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 06:15:35,484 - icews14 - [INFO] - [E:245| 300]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 06:16:28,368 - icews14 - [INFO] - [E:245| 400]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 06:17:21,458 - icews14 - [INFO] - [E:245| 500]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 06:18:14,823 - icews14 - [INFO] - [E:245| 600]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 06:19:07,913 - icews14 - [INFO] - [E:245| 700]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 06:20:00,812 - icews14 - [INFO] - [E:245| 800]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 06:20:44,513 - icews14 - [INFO] - [E:245| 900]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 06:21:37,751 - icews14 - [INFO] - [E:245| 1000]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 06:22:30,934 - icews14 - [INFO] - [E:245| 1100]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 06:23:24,647 - icews14 - [INFO] - [E:245| 1200]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:24:17,898 - icews14 - [INFO] - [E:245| 1300]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:25:11,020 - icews14 - [INFO] - [E:245| 1400]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:26:04,003 - icews14 - [INFO] - [E:245| 1500]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 06:26:56,786 - icews14 - [INFO] - [E:245| 1600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:27:50,505 - icews14 - [INFO] - [E:245| 1700]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:28:39,119 - icews14 - [INFO] - [E:245| 1800]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:29:20,751 - icews14 - [INFO] - [E:245| 1900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:29:42,736 - icews14 - [INFO] - [Epoch:245]: Training Loss:0.001509 + +2023-05-13 06:29:42,892 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 06:30:01,568 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 06:30:06,975 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 06:30:25,741 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 06:30:30,869 - icews14 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.45051, Head : 0.39999, Avg : 0.42525 + +2023-05-13 06:30:30,869 - icews14 - [INFO] - [Epoch 245]: Training Loss: 0.0015093, Valid MRR: 0.42695, + + + +2023-05-13 06:30:31,307 - icews14 - [INFO] - [E:246| 0]: Train Loss:0.0014971, Val MRR:0.42695, icews14 +2023-05-13 06:31:24,331 - icews14 - [INFO] - [E:246| 100]: Train Loss:0.001508, Val MRR:0.42695, icews14 +2023-05-13 06:32:17,435 - icews14 - [INFO] - [E:246| 200]: Train Loss:0.0015076, Val MRR:0.42695, icews14 +2023-05-13 06:33:10,255 - icews14 - [INFO] - [E:246| 300]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 06:34:03,719 - icews14 - [INFO] - [E:246| 400]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 06:34:57,142 - icews14 - [INFO] - [E:246| 500]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:35:50,352 - icews14 - [INFO] - [E:246| 600]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 06:36:43,416 - icews14 - [INFO] - [E:246| 700]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:37:26,977 - icews14 - [INFO] - [E:246| 800]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:38:20,528 - icews14 - [INFO] - [E:246| 900]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:39:36,632 - icews14 - [INFO] - [E:246| 1000]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:40:33,019 - icews14 - [INFO] - [E:246| 1100]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 06:41:25,928 - icews14 - [INFO] - [E:246| 1200]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:42:18,897 - icews14 - [INFO] - [E:246| 1300]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:43:11,866 - icews14 - [INFO] - [E:246| 1400]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 06:44:04,359 - icews14 - [INFO] - [E:246| 1500]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:44:57,573 - icews14 - [INFO] - [E:246| 1600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:45:50,680 - icews14 - [INFO] - [E:246| 1700]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:46:33,435 - icews14 - [INFO] - [E:246| 1800]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:47:26,373 - icews14 - [INFO] - [E:246| 1900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 06:47:48,650 - icews14 - [INFO] - [Epoch:246]: Training Loss:0.001509 + +2023-05-13 06:47:48,913 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 06:48:07,144 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 06:48:12,659 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 06:48:31,611 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 06:48:36,870 - icews14 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.44614, Head : 0.39855, Avg : 0.42234 + +2023-05-13 06:48:36,870 - icews14 - [INFO] - [Epoch 246]: Training Loss: 0.0015094, Valid MRR: 0.42695, + + + +2023-05-13 06:48:37,369 - icews14 - [INFO] - [E:247| 0]: Train Loss:0.0014953, Val MRR:0.42695, icews14 +2023-05-13 06:49:30,418 - icews14 - [INFO] - [E:247| 100]: Train Loss:0.0015082, Val MRR:0.42695, icews14 +2023-05-13 06:50:23,896 - icews14 - [INFO] - [E:247| 200]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 06:51:17,858 - icews14 - [INFO] - [E:247| 300]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 06:52:11,939 - icews14 - [INFO] - [E:247| 400]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 06:53:05,853 - icews14 - [INFO] - [E:247| 500]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 06:53:59,288 - icews14 - [INFO] - [E:247| 600]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 06:54:41,890 - icews14 - [INFO] - [E:247| 700]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 06:55:34,941 - icews14 - [INFO] - [E:247| 800]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 06:56:28,002 - icews14 - [INFO] - [E:247| 900]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 06:57:20,996 - icews14 - [INFO] - [E:247| 1000]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 06:58:13,931 - icews14 - [INFO] - [E:247| 1100]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 06:59:07,095 - icews14 - [INFO] - [E:247| 1200]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:00:00,405 - icews14 - [INFO] - [E:247| 1300]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:00:52,687 - icews14 - [INFO] - [E:247| 1400]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:01:45,605 - icews14 - [INFO] - [E:247| 1500]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 07:02:36,638 - icews14 - [INFO] - [E:247| 1600]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:03:21,858 - icews14 - [INFO] - [E:247| 1700]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 07:04:14,935 - icews14 - [INFO] - [E:247| 1800]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 07:05:07,917 - icews14 - [INFO] - [E:247| 1900]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 07:05:29,813 - icews14 - [INFO] - [Epoch:247]: Training Loss:0.001509 + +2023-05-13 07:05:29,946 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 07:05:48,397 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 07:05:53,932 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 07:06:12,859 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 07:06:17,449 - icews14 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.44851, Head : 0.40321, Avg : 0.42586 + +2023-05-13 07:06:17,450 - icews14 - [INFO] - [Epoch 247]: Training Loss: 0.0015094, Valid MRR: 0.42695, + + + +2023-05-13 07:06:18,193 - icews14 - [INFO] - [E:248| 0]: Train Loss:0.0015117, Val MRR:0.42695, icews14 +2023-05-13 07:07:11,451 - icews14 - [INFO] - [E:248| 100]: Train Loss:0.00151, Val MRR:0.42695, icews14 +2023-05-13 07:08:04,786 - icews14 - [INFO] - [E:248| 200]: Train Loss:0.0015101, Val MRR:0.42695, icews14 +2023-05-13 07:08:58,179 - icews14 - [INFO] - [E:248| 300]: Train Loss:0.0015098, Val MRR:0.42695, icews14 +2023-05-13 07:09:51,231 - icews14 - [INFO] - [E:248| 400]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 07:10:44,265 - icews14 - [INFO] - [E:248| 500]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 07:11:27,695 - icews14 - [INFO] - [E:248| 600]: Train Loss:0.0015096, Val MRR:0.42695, icews14 +2023-05-13 07:12:21,185 - icews14 - [INFO] - [E:248| 700]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 07:13:14,349 - icews14 - [INFO] - [E:248| 800]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 07:14:07,352 - icews14 - [INFO] - [E:248| 900]: Train Loss:0.0015093, Val MRR:0.42695, icews14 +2023-05-13 07:15:00,299 - icews14 - [INFO] - [E:248| 1000]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:15:46,374 - icews14 - [INFO] - [E:248| 1100]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:16:39,405 - icews14 - [INFO] - [E:248| 1200]: Train Loss:0.0015095, Val MRR:0.42695, icews14 +2023-05-13 07:17:32,038 - icews14 - [INFO] - [E:248| 1300]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:18:25,574 - icews14 - [INFO] - [E:248| 1400]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:19:18,461 - icews14 - [INFO] - [E:248| 1500]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:20:01,734 - icews14 - [INFO] - [E:248| 1600]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:20:54,963 - icews14 - [INFO] - [E:248| 1700]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:21:47,855 - icews14 - [INFO] - [E:248| 1800]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:22:40,786 - icews14 - [INFO] - [E:248| 1900]: Train Loss:0.0015094, Val MRR:0.42695, icews14 +2023-05-13 07:23:03,189 - icews14 - [INFO] - [Epoch:248]: Training Loss:0.001509 + +2023-05-13 07:23:03,460 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 07:23:22,245 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 07:23:27,657 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 07:23:46,601 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 07:23:51,810 - icews14 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.4458, Head : 0.39865, Avg : 0.42223 + +2023-05-13 07:23:51,810 - icews14 - [INFO] - [Epoch 248]: Training Loss: 0.0015095, Valid MRR: 0.42695, + + + +2023-05-13 07:23:52,309 - icews14 - [INFO] - [E:249| 0]: Train Loss:0.0015099, Val MRR:0.42695, icews14 +2023-05-13 07:24:45,139 - icews14 - [INFO] - [E:249| 100]: Train Loss:0.001506, Val MRR:0.42695, icews14 +2023-05-13 07:25:38,369 - icews14 - [INFO] - [E:249| 200]: Train Loss:0.0015076, Val MRR:0.42695, icews14 +2023-05-13 07:26:31,287 - icews14 - [INFO] - [E:249| 300]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:27:24,913 - icews14 - [INFO] - [E:249| 400]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 07:28:08,166 - icews14 - [INFO] - [E:249| 500]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 07:29:01,554 - icews14 - [INFO] - [E:249| 600]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 07:29:54,729 - icews14 - [INFO] - [E:249| 700]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 07:30:47,501 - icews14 - [INFO] - [E:249| 800]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 07:31:40,319 - icews14 - [INFO] - [E:249| 900]: Train Loss:0.0015085, Val MRR:0.42695, icews14 +2023-05-13 07:32:33,350 - icews14 - [INFO] - [E:249| 1000]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 07:33:26,499 - icews14 - [INFO] - [E:249| 1100]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 07:34:18,982 - icews14 - [INFO] - [E:249| 1200]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:35:11,865 - icews14 - [INFO] - [E:249| 1300]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 07:36:01,907 - icews14 - [INFO] - [E:249| 1400]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:36:48,592 - icews14 - [INFO] - [E:249| 1500]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:37:42,215 - icews14 - [INFO] - [E:249| 1600]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:38:34,990 - icews14 - [INFO] - [E:249| 1700]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:39:27,592 - icews14 - [INFO] - [E:249| 1800]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 07:40:20,423 - icews14 - [INFO] - [E:249| 1900]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 07:40:42,229 - icews14 - [INFO] - [Epoch:249]: Training Loss:0.001509 + +2023-05-13 07:40:42,385 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 07:41:01,222 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 07:41:06,673 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 07:41:25,603 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 07:41:30,773 - icews14 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.4488, Head : 0.40104, Avg : 0.42492 + MR: Tail : 666.41, Head : 781.72, Avg : 724.06 + Hit-1: Tail : 0.36582, Head : 0.31824, Avg : 0.34203 + Hit-3: Tail : 0.48987, Head : 0.44144, Avg : 0.46565 + Hit-10: Tail : 0.60687, Head : 0.5582, Avg : 0.58253 +2023-05-13 07:41:30,773 - icews14 - [INFO] - [Epoch 249]: Training Loss: 0.0015091, Valid MRR: 0.42695, + + + +2023-05-13 07:41:31,368 - icews14 - [INFO] - [E:250| 0]: Train Loss:0.0015255, Val MRR:0.42695, icews14 +2023-05-13 07:42:24,971 - icews14 - [INFO] - [E:250| 100]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:43:17,690 - icews14 - [INFO] - [E:250| 200]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 07:44:10,716 - icews14 - [INFO] - [E:250| 300]: Train Loss:0.0015079, Val MRR:0.42695, icews14 +2023-05-13 07:44:54,338 - icews14 - [INFO] - [E:250| 400]: Train Loss:0.001508, Val MRR:0.42695, icews14 +2023-05-13 07:45:47,727 - icews14 - [INFO] - [E:250| 500]: Train Loss:0.0015079, Val MRR:0.42695, icews14 +2023-05-13 07:46:40,719 - icews14 - [INFO] - [E:250| 600]: Train Loss:0.001508, Val MRR:0.42695, icews14 +2023-05-13 07:47:34,423 - icews14 - [INFO] - [E:250| 700]: Train Loss:0.0015081, Val MRR:0.42695, icews14 +2023-05-13 07:48:28,057 - icews14 - [INFO] - [E:250| 800]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 07:49:21,547 - icews14 - [INFO] - [E:250| 900]: Train Loss:0.0015082, Val MRR:0.42695, icews14 +2023-05-13 07:50:14,965 - icews14 - [INFO] - [E:250| 1000]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 07:51:08,109 - icews14 - [INFO] - [E:250| 1100]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 07:52:01,044 - icews14 - [INFO] - [E:250| 1200]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 07:52:46,787 - icews14 - [INFO] - [E:250| 1300]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:53:37,422 - icews14 - [INFO] - [E:250| 1400]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:54:30,337 - icews14 - [INFO] - [E:250| 1500]: Train Loss:0.0015087, Val MRR:0.42695, icews14 +2023-05-13 07:55:23,716 - icews14 - [INFO] - [E:250| 1600]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 07:56:16,898 - icews14 - [INFO] - [E:250| 1700]: Train Loss:0.0015088, Val MRR:0.42695, icews14 +2023-05-13 07:57:10,107 - icews14 - [INFO] - [E:250| 1800]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:58:03,311 - icews14 - [INFO] - [E:250| 1900]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 07:58:25,425 - icews14 - [INFO] - [Epoch:250]: Training Loss:0.001509 + +2023-05-13 07:58:25,568 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 07:58:44,485 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 07:58:49,987 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 07:59:08,919 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 07:59:14,273 - icews14 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.44704, Head : 0.40011, Avg : 0.42357 + +2023-05-13 07:59:14,274 - icews14 - [INFO] - [Epoch 250]: Training Loss: 0.001509, Valid MRR: 0.42695, + + + +2023-05-13 07:59:14,678 - icews14 - [INFO] - [E:251| 0]: Train Loss:0.0015104, Val MRR:0.42695, icews14 +2023-05-13 08:00:08,473 - icews14 - [INFO] - [E:251| 100]: Train Loss:0.0015083, Val MRR:0.42695, icews14 +2023-05-13 08:00:58,865 - icews14 - [INFO] - [E:251| 200]: Train Loss:0.0015075, Val MRR:0.42695, icews14 +2023-05-13 08:01:43,335 - icews14 - [INFO] - [E:251| 300]: Train Loss:0.0015082, Val MRR:0.42695, icews14 +2023-05-13 08:02:32,122 - icews14 - [INFO] - [E:251| 400]: Train Loss:0.0015084, Val MRR:0.42695, icews14 +2023-05-13 08:03:25,403 - icews14 - [INFO] - [E:251| 500]: Train Loss:0.0015086, Val MRR:0.42695, icews14 +2023-05-13 08:04:18,687 - icews14 - [INFO] - [E:251| 600]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:05:12,179 - icews14 - [INFO] - [E:251| 700]: Train Loss:0.0015091, Val MRR:0.42695, icews14 +2023-05-13 08:06:05,996 - icews14 - [INFO] - [E:251| 800]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 08:06:59,226 - icews14 - [INFO] - [E:251| 900]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 08:07:52,246 - icews14 - [INFO] - [E:251| 1000]: Train Loss:0.0015092, Val MRR:0.42695, icews14 +2023-05-13 08:08:44,638 - icews14 - [INFO] - [E:251| 1100]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 08:09:32,982 - icews14 - [INFO] - [E:251| 1200]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 08:10:21,564 - icews14 - [INFO] - [E:251| 1300]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:11:14,723 - icews14 - [INFO] - [E:251| 1400]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:12:07,247 - icews14 - [INFO] - [E:251| 1500]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:12:59,730 - icews14 - [INFO] - [E:251| 1600]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:13:52,093 - icews14 - [INFO] - [E:251| 1700]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:14:45,133 - icews14 - [INFO] - [E:251| 1800]: Train Loss:0.0015089, Val MRR:0.42695, icews14 +2023-05-13 08:15:38,228 - icews14 - [INFO] - [E:251| 1900]: Train Loss:0.001509, Val MRR:0.42695, icews14 +2023-05-13 08:16:00,236 - icews14 - [INFO] - [Epoch:251]: Training Loss:0.001509 + +2023-05-13 08:16:00,387 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 08:16:19,130 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 08:16:24,599 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 08:16:43,560 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 08:16:48,696 - icews14 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.45239, Head : 0.40697, Avg : 0.42968 + +2023-05-13 08:16:50,793 - icews14 - [INFO] - [Epoch 251]: Training Loss: 0.001509, Valid MRR: 0.42968, + + + +2023-05-13 08:16:51,499 - icews14 - [INFO] - [E:252| 0]: Train Loss:0.0015191, Val MRR:0.42968, icews14 +2023-05-13 08:17:43,623 - icews14 - [INFO] - [E:252| 100]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 08:18:28,321 - icews14 - [INFO] - [E:252| 200]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 08:19:21,308 - icews14 - [INFO] - [E:252| 300]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:20:14,241 - icews14 - [INFO] - [E:252| 400]: Train Loss:0.0015092, Val MRR:0.42968, icews14 +2023-05-13 08:21:07,952 - icews14 - [INFO] - [E:252| 500]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:22:01,060 - icews14 - [INFO] - [E:252| 600]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:22:53,958 - icews14 - [INFO] - [E:252| 700]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:23:47,042 - icews14 - [INFO] - [E:252| 800]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 08:24:40,770 - icews14 - [INFO] - [E:252| 900]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 08:25:33,164 - icews14 - [INFO] - [E:252| 1000]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:26:16,343 - icews14 - [INFO] - [E:252| 1100]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 08:27:10,200 - icews14 - [INFO] - [E:252| 1200]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:28:09,623 - icews14 - [INFO] - [E:252| 1300]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:29:23,140 - icews14 - [INFO] - [E:252| 1400]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:30:16,661 - icews14 - [INFO] - [E:252| 1500]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:31:10,139 - icews14 - [INFO] - [E:252| 1600]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:32:03,384 - icews14 - [INFO] - [E:252| 1700]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:32:56,875 - icews14 - [INFO] - [E:252| 1800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:33:50,290 - icews14 - [INFO] - [E:252| 1900]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:34:12,405 - icews14 - [INFO] - [Epoch:252]: Training Loss:0.001509 + +2023-05-13 08:34:12,661 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 08:34:31,630 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 08:34:37,074 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 08:34:55,926 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 08:35:00,163 - icews14 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.45104, Head : 0.40338, Avg : 0.42721 + +2023-05-13 08:35:00,163 - icews14 - [INFO] - [Epoch 252]: Training Loss: 0.0015089, Valid MRR: 0.42968, + + + +2023-05-13 08:35:00,532 - icews14 - [INFO] - [E:253| 0]: Train Loss:0.0015103, Val MRR:0.42968, icews14 +2023-05-13 08:35:44,622 - icews14 - [INFO] - [E:253| 100]: Train Loss:0.0015104, Val MRR:0.42968, icews14 +2023-05-13 08:36:37,677 - icews14 - [INFO] - [E:253| 200]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:37:30,815 - icews14 - [INFO] - [E:253| 300]: Train Loss:0.0015092, Val MRR:0.42968, icews14 +2023-05-13 08:38:23,925 - icews14 - [INFO] - [E:253| 400]: Train Loss:0.001509, Val MRR:0.42968, icews14 +2023-05-13 08:39:16,909 - icews14 - [INFO] - [E:253| 500]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:40:10,110 - icews14 - [INFO] - [E:253| 600]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:41:03,253 - icews14 - [INFO] - [E:253| 700]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:41:56,238 - icews14 - [INFO] - [E:253| 800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:42:48,720 - icews14 - [INFO] - [E:253| 900]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:43:32,685 - icews14 - [INFO] - [E:253| 1000]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:44:25,032 - icews14 - [INFO] - [E:253| 1100]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:45:18,839 - icews14 - [INFO] - [E:253| 1200]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:46:11,741 - icews14 - [INFO] - [E:253| 1300]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:47:04,471 - icews14 - [INFO] - [E:253| 1400]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 08:47:56,978 - icews14 - [INFO] - [E:253| 1500]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:48:42,868 - icews14 - [INFO] - [E:253| 1600]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 08:49:36,581 - icews14 - [INFO] - [E:253| 1700]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:50:29,696 - icews14 - [INFO] - [E:253| 1800]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 08:51:23,114 - icews14 - [INFO] - [E:253| 1900]: Train Loss:0.0015089, Val MRR:0.42968, icews14 +2023-05-13 08:51:45,284 - icews14 - [INFO] - [Epoch:253]: Training Loss:0.001509 + +2023-05-13 08:51:45,556 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 08:51:56,625 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 08:51:59,748 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 08:52:16,074 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 08:52:21,260 - icews14 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.44922, Head : 0.40173, Avg : 0.42548 + +2023-05-13 08:52:21,260 - icews14 - [INFO] - [Epoch 253]: Training Loss: 0.0015089, Valid MRR: 0.42968, + + + +2023-05-13 08:52:21,986 - icews14 - [INFO] - [E:254| 0]: Train Loss:0.0015112, Val MRR:0.42968, icews14 +2023-05-13 08:53:15,437 - icews14 - [INFO] - [E:254| 100]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 08:54:08,366 - icews14 - [INFO] - [E:254| 200]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 08:55:01,512 - icews14 - [INFO] - [E:254| 300]: Train Loss:0.0015089, Val MRR:0.42968, icews14 +2023-05-13 08:55:54,456 - icews14 - [INFO] - [E:254| 400]: Train Loss:0.0015093, Val MRR:0.42968, icews14 +2023-05-13 08:56:47,395 - icews14 - [INFO] - [E:254| 500]: Train Loss:0.0015091, Val MRR:0.42968, icews14 +2023-05-13 08:57:40,136 - icews14 - [INFO] - [E:254| 600]: Train Loss:0.0015092, Val MRR:0.42968, icews14 +2023-05-13 08:58:33,650 - icews14 - [INFO] - [E:254| 700]: Train Loss:0.001509, Val MRR:0.42968, icews14 +2023-05-13 08:59:26,372 - icews14 - [INFO] - [E:254| 800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:00:14,380 - icews14 - [INFO] - [E:254| 900]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:01:02,805 - icews14 - [INFO] - [E:254| 1000]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:01:55,907 - icews14 - [INFO] - [E:254| 1100]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:02:49,739 - icews14 - [INFO] - [E:254| 1200]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:03:42,922 - icews14 - [INFO] - [E:254| 1300]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:04:36,814 - icews14 - [INFO] - [E:254| 1400]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:05:30,067 - icews14 - [INFO] - [E:254| 1500]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:06:23,369 - icews14 - [INFO] - [E:254| 1600]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:07:16,105 - icews14 - [INFO] - [E:254| 1700]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:08:09,628 - icews14 - [INFO] - [E:254| 1800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:08:53,117 - icews14 - [INFO] - [E:254| 1900]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:09:15,439 - icews14 - [INFO] - [Epoch:254]: Training Loss:0.001509 + +2023-05-13 09:09:15,572 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 09:09:34,472 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 09:09:39,869 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 09:09:58,663 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 09:10:03,920 - icews14 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.44945, Head : 0.40247, Avg : 0.42596 + +2023-05-13 09:10:03,920 - icews14 - [INFO] - [Epoch 254]: Training Loss: 0.0015087, Valid MRR: 0.42968, + + + +2023-05-13 09:10:04,552 - icews14 - [INFO] - [E:255| 0]: Train Loss:0.0015119, Val MRR:0.42968, icews14 +2023-05-13 09:10:57,697 - icews14 - [INFO] - [E:255| 100]: Train Loss:0.0015101, Val MRR:0.42968, icews14 +2023-05-13 09:11:50,569 - icews14 - [INFO] - [E:255| 200]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:12:43,760 - icews14 - [INFO] - [E:255| 300]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:13:36,795 - icews14 - [INFO] - [E:255| 400]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 09:14:29,637 - icews14 - [INFO] - [E:255| 500]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 09:15:22,590 - icews14 - [INFO] - [E:255| 600]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:16:15,254 - icews14 - [INFO] - [E:255| 700]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:16:59,099 - icews14 - [INFO] - [E:255| 800]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:17:51,692 - icews14 - [INFO] - [E:255| 900]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 09:18:44,892 - icews14 - [INFO] - [E:255| 1000]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 09:19:37,816 - icews14 - [INFO] - [E:255| 1100]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:20:30,597 - icews14 - [INFO] - [E:255| 1200]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 09:21:23,291 - icews14 - [INFO] - [E:255| 1300]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:22:15,520 - icews14 - [INFO] - [E:255| 1400]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:23:27,428 - icews14 - [INFO] - [E:255| 1500]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 09:24:28,066 - icews14 - [INFO] - [E:255| 1600]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 09:25:21,025 - icews14 - [INFO] - [E:255| 1700]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:26:03,413 - icews14 - [INFO] - [E:255| 1800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:26:56,267 - icews14 - [INFO] - [E:255| 1900]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:27:18,124 - icews14 - [INFO] - [Epoch:255]: Training Loss:0.001509 + +2023-05-13 09:27:18,279 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 09:27:37,196 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 09:27:42,627 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 09:28:01,568 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 09:28:06,739 - icews14 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.44687, Head : 0.40173, Avg : 0.4243 + +2023-05-13 09:28:06,739 - icews14 - [INFO] - [Epoch 255]: Training Loss: 0.0015088, Valid MRR: 0.42968, + + + +2023-05-13 09:28:07,342 - icews14 - [INFO] - [E:256| 0]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 09:29:00,970 - icews14 - [INFO] - [E:256| 100]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:29:54,220 - icews14 - [INFO] - [E:256| 200]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 09:30:48,040 - icews14 - [INFO] - [E:256| 300]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 09:31:42,138 - icews14 - [INFO] - [E:256| 400]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:32:36,056 - icews14 - [INFO] - [E:256| 500]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:33:28,600 - icews14 - [INFO] - [E:256| 600]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:34:12,881 - icews14 - [INFO] - [E:256| 700]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:35:06,020 - icews14 - [INFO] - [E:256| 800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:35:52,705 - icews14 - [INFO] - [E:256| 900]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 09:36:46,080 - icews14 - [INFO] - [E:256| 1000]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 09:37:39,959 - icews14 - [INFO] - [E:256| 1100]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:38:33,321 - icews14 - [INFO] - [E:256| 1200]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 09:39:26,840 - icews14 - [INFO] - [E:256| 1300]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:40:20,483 - icews14 - [INFO] - [E:256| 1400]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:41:14,016 - icews14 - [INFO] - [E:256| 1500]: Train Loss:0.0015089, Val MRR:0.42968, icews14 +2023-05-13 09:42:06,959 - icews14 - [INFO] - [E:256| 1600]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 09:42:50,513 - icews14 - [INFO] - [E:256| 1700]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:43:43,669 - icews14 - [INFO] - [E:256| 1800]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 09:44:36,231 - icews14 - [INFO] - [E:256| 1900]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 09:44:58,516 - icews14 - [INFO] - [Epoch:256]: Training Loss:0.001509 + +2023-05-13 09:44:58,668 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 09:45:17,669 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 09:45:23,207 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 09:45:41,955 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 09:45:47,144 - icews14 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.44783, Head : 0.40082, Avg : 0.42432 + +2023-05-13 09:45:47,144 - icews14 - [INFO] - [Epoch 256]: Training Loss: 0.0015087, Valid MRR: 0.42968, + + + +2023-05-13 09:45:47,892 - icews14 - [INFO] - [E:257| 0]: Train Loss:0.0014918, Val MRR:0.42968, icews14 +2023-05-13 09:46:41,099 - icews14 - [INFO] - [E:257| 100]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 09:47:35,264 - icews14 - [INFO] - [E:257| 200]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 09:48:29,066 - icews14 - [INFO] - [E:257| 300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 09:49:22,922 - icews14 - [INFO] - [E:257| 400]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 09:50:16,006 - icews14 - [INFO] - [E:257| 500]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 09:51:02,242 - icews14 - [INFO] - [E:257| 600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 09:51:52,098 - icews14 - [INFO] - [E:257| 700]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 09:52:45,686 - icews14 - [INFO] - [E:257| 800]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 09:53:39,144 - icews14 - [INFO] - [E:257| 900]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 09:54:31,711 - icews14 - [INFO] - [E:257| 1000]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:55:24,430 - icews14 - [INFO] - [E:257| 1100]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 09:56:17,016 - icews14 - [INFO] - [E:257| 1200]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 09:57:10,269 - icews14 - [INFO] - [E:257| 1300]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:58:04,306 - icews14 - [INFO] - [E:257| 1400]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:58:57,338 - icews14 - [INFO] - [E:257| 1500]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 09:59:40,744 - icews14 - [INFO] - [E:257| 1600]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 10:00:34,268 - icews14 - [INFO] - [E:257| 1700]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 10:01:27,381 - icews14 - [INFO] - [E:257| 1800]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 10:02:20,471 - icews14 - [INFO] - [E:257| 1900]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 10:02:42,430 - icews14 - [INFO] - [Epoch:257]: Training Loss:0.001508 + +2023-05-13 10:02:42,584 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 10:03:01,256 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 10:03:06,602 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 10:03:25,409 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 10:03:30,705 - icews14 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.44416, Head : 0.40429, Avg : 0.42422 + +2023-05-13 10:03:30,705 - icews14 - [INFO] - [Epoch 257]: Training Loss: 0.0015084, Valid MRR: 0.42968, + + + +2023-05-13 10:03:31,336 - icews14 - [INFO] - [E:258| 0]: Train Loss:0.0014928, Val MRR:0.42968, icews14 +2023-05-13 10:04:24,414 - icews14 - [INFO] - [E:258| 100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 10:05:17,358 - icews14 - [INFO] - [E:258| 200]: Train Loss:0.0015056, Val MRR:0.42968, icews14 +2023-05-13 10:06:10,714 - icews14 - [INFO] - [E:258| 300]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 10:07:03,382 - icews14 - [INFO] - [E:258| 400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 10:07:46,529 - icews14 - [INFO] - [E:258| 500]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 10:08:39,963 - icews14 - [INFO] - [E:258| 600]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:09:33,212 - icews14 - [INFO] - [E:258| 700]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:10:27,012 - icews14 - [INFO] - [E:258| 800]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:11:20,615 - icews14 - [INFO] - [E:258| 900]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:12:13,853 - icews14 - [INFO] - [E:258| 1000]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:13:07,371 - icews14 - [INFO] - [E:258| 1100]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:14:00,740 - icews14 - [INFO] - [E:258| 1200]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 10:14:53,709 - icews14 - [INFO] - [E:258| 1300]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:15:46,533 - icews14 - [INFO] - [E:258| 1400]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 10:16:29,584 - icews14 - [INFO] - [E:258| 1500]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:17:22,527 - icews14 - [INFO] - [E:258| 1600]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 10:18:15,995 - icews14 - [INFO] - [E:258| 1700]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:19:09,767 - icews14 - [INFO] - [E:258| 1800]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 10:20:03,559 - icews14 - [INFO] - [E:258| 1900]: Train Loss:0.0015085, Val MRR:0.42968, icews14 +2023-05-13 10:20:26,127 - icews14 - [INFO] - [Epoch:258]: Training Loss:0.001509 + +2023-05-13 10:20:26,259 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 10:20:45,256 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 10:20:50,762 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 10:21:09,755 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 10:21:14,956 - icews14 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.44652, Head : 0.39877, Avg : 0.42265 + +2023-05-13 10:21:14,956 - icews14 - [INFO] - [Epoch 258]: Training Loss: 0.0015085, Valid MRR: 0.42968, + + + +2023-05-13 10:21:15,318 - icews14 - [INFO] - [E:259| 0]: Train Loss:0.0014969, Val MRR:0.42968, icews14 +2023-05-13 10:22:02,030 - icews14 - [INFO] - [E:259| 100]: Train Loss:0.0015092, Val MRR:0.42968, icews14 +2023-05-13 10:22:54,948 - icews14 - [INFO] - [E:259| 200]: Train Loss:0.0015088, Val MRR:0.42968, icews14 +2023-05-13 10:23:47,871 - icews14 - [INFO] - [E:259| 300]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 10:24:33,435 - icews14 - [INFO] - [E:259| 400]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 10:25:23,616 - icews14 - [INFO] - [E:259| 500]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 10:26:16,353 - icews14 - [INFO] - [E:259| 600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:27:09,281 - icews14 - [INFO] - [E:259| 700]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:28:02,179 - icews14 - [INFO] - [E:259| 800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:28:54,879 - icews14 - [INFO] - [E:259| 900]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 10:29:47,265 - icews14 - [INFO] - [E:259| 1000]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:30:39,778 - icews14 - [INFO] - [E:259| 1100]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:31:33,210 - icews14 - [INFO] - [E:259| 1200]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:32:26,001 - icews14 - [INFO] - [E:259| 1300]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:33:09,123 - icews14 - [INFO] - [E:259| 1400]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:34:02,804 - icews14 - [INFO] - [E:259| 1500]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:34:55,952 - icews14 - [INFO] - [E:259| 1600]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:35:49,326 - icews14 - [INFO] - [E:259| 1700]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:36:42,710 - icews14 - [INFO] - [E:259| 1800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:37:36,513 - icews14 - [INFO] - [E:259| 1900]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 10:37:58,842 - icews14 - [INFO] - [Epoch:259]: Training Loss:0.001508 + +2023-05-13 10:37:58,975 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 10:38:17,781 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 10:38:23,203 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 10:38:42,072 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 10:38:47,385 - icews14 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.44781, Head : 0.40375, Avg : 0.42578 + MR: Tail : 649.94, Head : 773.29, Avg : 711.61 + Hit-1: Tail : 0.364, Head : 0.32043, Avg : 0.34221 + Hit-3: Tail : 0.49302, Head : 0.44326, Avg : 0.46814 + Hit-10: Tail : 0.60311, Head : 0.55978, Avg : 0.58144 +2023-05-13 10:38:47,385 - icews14 - [INFO] - [Epoch 259]: Training Loss: 0.0015082, Valid MRR: 0.42968, + + + +2023-05-13 10:38:48,103 - icews14 - [INFO] - [E:260| 0]: Train Loss:0.0015048, Val MRR:0.42968, icews14 +2023-05-13 10:39:41,429 - icews14 - [INFO] - [E:260| 100]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 10:40:33,916 - icews14 - [INFO] - [E:260| 200]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 10:41:16,228 - icews14 - [INFO] - [E:260| 300]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:42:09,477 - icews14 - [INFO] - [E:260| 400]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:43:02,963 - icews14 - [INFO] - [E:260| 500]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 10:43:56,529 - icews14 - [INFO] - [E:260| 600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 10:44:50,156 - icews14 - [INFO] - [E:260| 700]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:45:43,652 - icews14 - [INFO] - [E:260| 800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 10:46:37,175 - icews14 - [INFO] - [E:260| 900]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 10:47:31,395 - icews14 - [INFO] - [E:260| 1000]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 10:48:25,153 - icews14 - [INFO] - [E:260| 1100]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 10:49:18,156 - icews14 - [INFO] - [E:260| 1200]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 10:50:01,710 - icews14 - [INFO] - [E:260| 1300]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 10:50:55,484 - icews14 - [INFO] - [E:260| 1400]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:51:48,703 - icews14 - [INFO] - [E:260| 1500]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:52:41,940 - icews14 - [INFO] - [E:260| 1600]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 10:53:34,994 - icews14 - [INFO] - [E:260| 1700]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:54:28,581 - icews14 - [INFO] - [E:260| 1800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:55:21,834 - icews14 - [INFO] - [E:260| 1900]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 10:55:43,784 - icews14 - [INFO] - [Epoch:260]: Training Loss:0.001508 + +2023-05-13 10:55:43,939 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 10:56:02,946 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 10:56:08,501 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 10:56:27,638 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 10:56:32,922 - icews14 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.44688, Head : 0.40034, Avg : 0.42361 + +2023-05-13 10:56:32,922 - icews14 - [INFO] - [Epoch 260]: Training Loss: 0.0015082, Valid MRR: 0.42968, + + + +2023-05-13 10:56:33,643 - icews14 - [INFO] - [E:261| 0]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 10:57:26,676 - icews14 - [INFO] - [E:261| 100]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 10:58:09,406 - icews14 - [INFO] - [E:261| 200]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 10:59:02,428 - icews14 - [INFO] - [E:261| 300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 10:59:55,985 - icews14 - [INFO] - [E:261| 400]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 11:00:49,331 - icews14 - [INFO] - [E:261| 500]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:01:42,472 - icews14 - [INFO] - [E:261| 600]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 11:02:35,394 - icews14 - [INFO] - [E:261| 700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:03:27,998 - icews14 - [INFO] - [E:261| 800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:04:20,308 - icews14 - [INFO] - [E:261| 900]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 11:05:12,951 - icews14 - [INFO] - [E:261| 1000]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:06:02,922 - icews14 - [INFO] - [E:261| 1100]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:06:49,462 - icews14 - [INFO] - [E:261| 1200]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:07:39,071 - icews14 - [INFO] - [E:261| 1300]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 11:08:27,866 - icews14 - [INFO] - [E:261| 1400]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 11:09:20,780 - icews14 - [INFO] - [E:261| 1500]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:10:13,990 - icews14 - [INFO] - [E:261| 1600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 11:11:07,771 - icews14 - [INFO] - [E:261| 1700]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:12:01,742 - icews14 - [INFO] - [E:261| 1800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 11:12:55,160 - icews14 - [INFO] - [E:261| 1900]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:13:17,375 - icews14 - [INFO] - [Epoch:261]: Training Loss:0.001508 + +2023-05-13 11:13:17,530 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 11:13:36,387 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 11:13:41,839 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 11:14:00,771 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 11:14:05,982 - icews14 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.44399, Head : 0.40002, Avg : 0.422 + +2023-05-13 11:14:05,982 - icews14 - [INFO] - [Epoch 261]: Training Loss: 0.0015081, Valid MRR: 0.42968, + + + +2023-05-13 11:14:06,712 - icews14 - [INFO] - [E:262| 0]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 11:14:49,080 - icews14 - [INFO] - [E:262| 100]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 11:15:42,527 - icews14 - [INFO] - [E:262| 200]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 11:16:36,376 - icews14 - [INFO] - [E:262| 300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 11:17:29,920 - icews14 - [INFO] - [E:262| 400]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:18:23,656 - icews14 - [INFO] - [E:262| 500]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:19:17,009 - icews14 - [INFO] - [E:262| 600]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:20:09,869 - icews14 - [INFO] - [E:262| 700]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:21:03,406 - icews14 - [INFO] - [E:262| 800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:21:56,515 - icews14 - [INFO] - [E:262| 900]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:22:49,634 - icews14 - [INFO] - [E:262| 1000]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 11:23:32,273 - icews14 - [INFO] - [E:262| 1100]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:24:26,067 - icews14 - [INFO] - [E:262| 1200]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:25:19,742 - icews14 - [INFO] - [E:262| 1300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:26:12,517 - icews14 - [INFO] - [E:262| 1400]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:27:06,183 - icews14 - [INFO] - [E:262| 1500]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:27:59,406 - icews14 - [INFO] - [E:262| 1600]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:28:52,368 - icews14 - [INFO] - [E:262| 1700]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:29:45,424 - icews14 - [INFO] - [E:262| 1800]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:30:38,468 - icews14 - [INFO] - [E:262| 1900]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:31:00,246 - icews14 - [INFO] - [Epoch:262]: Training Loss:0.001508 + +2023-05-13 11:31:00,401 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 11:31:16,342 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 11:31:19,460 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 11:31:30,405 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 11:31:35,503 - icews14 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.44989, Head : 0.4052, Avg : 0.42755 + +2023-05-13 11:31:35,503 - icews14 - [INFO] - [Epoch 262]: Training Loss: 0.001508, Valid MRR: 0.42968, + + + +2023-05-13 11:31:36,131 - icews14 - [INFO] - [E:263| 0]: Train Loss:0.0015182, Val MRR:0.42968, icews14 +2023-05-13 11:32:29,074 - icews14 - [INFO] - [E:263| 100]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:33:22,050 - icews14 - [INFO] - [E:263| 200]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 11:34:15,648 - icews14 - [INFO] - [E:263| 300]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 11:35:09,119 - icews14 - [INFO] - [E:263| 400]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:36:01,792 - icews14 - [INFO] - [E:263| 500]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:36:54,196 - icews14 - [INFO] - [E:263| 600]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:37:46,398 - icews14 - [INFO] - [E:263| 700]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 11:38:39,294 - icews14 - [INFO] - [E:263| 800]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 11:39:31,977 - icews14 - [INFO] - [E:263| 900]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:40:16,999 - icews14 - [INFO] - [E:263| 1000]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 11:41:10,179 - icews14 - [INFO] - [E:263| 1100]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 11:42:04,017 - icews14 - [INFO] - [E:263| 1200]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:42:57,374 - icews14 - [INFO] - [E:263| 1300]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 11:43:50,185 - icews14 - [INFO] - [E:263| 1400]: Train Loss:0.0015084, Val MRR:0.42968, icews14 +2023-05-13 11:44:43,291 - icews14 - [INFO] - [E:263| 1500]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 11:45:36,714 - icews14 - [INFO] - [E:263| 1600]: Train Loss:0.0015083, Val MRR:0.42968, icews14 +2023-05-13 11:46:30,000 - icews14 - [INFO] - [E:263| 1700]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:47:23,043 - icews14 - [INFO] - [E:263| 1800]: Train Loss:0.0015082, Val MRR:0.42968, icews14 +2023-05-13 11:48:06,357 - icews14 - [INFO] - [E:263| 1900]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 11:48:28,319 - icews14 - [INFO] - [Epoch:263]: Training Loss:0.001508 + +2023-05-13 11:48:28,476 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 11:48:47,443 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 11:48:53,018 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 11:49:11,986 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 11:49:17,290 - icews14 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.44279, Head : 0.39588, Avg : 0.41933 + +2023-05-13 11:49:17,290 - icews14 - [INFO] - [Epoch 263]: Training Loss: 0.0015081, Valid MRR: 0.42968, + + + +2023-05-13 11:49:17,930 - icews14 - [INFO] - [E:264| 0]: Train Loss:0.0014909, Val MRR:0.42968, icews14 +2023-05-13 11:50:11,422 - icews14 - [INFO] - [E:264| 100]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:51:04,424 - icews14 - [INFO] - [E:264| 200]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 11:51:57,680 - icews14 - [INFO] - [E:264| 300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:52:50,640 - icews14 - [INFO] - [E:264| 400]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:53:40,730 - icews14 - [INFO] - [E:264| 500]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 11:54:30,343 - icews14 - [INFO] - [E:264| 600]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 11:55:23,859 - icews14 - [INFO] - [E:264| 700]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 11:56:17,195 - icews14 - [INFO] - [E:264| 800]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:57:00,610 - icews14 - [INFO] - [E:264| 900]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 11:57:54,466 - icews14 - [INFO] - [E:264| 1000]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 11:58:48,208 - icews14 - [INFO] - [E:264| 1100]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 11:59:42,328 - icews14 - [INFO] - [E:264| 1200]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:00:36,020 - icews14 - [INFO] - [E:264| 1300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:01:29,330 - icews14 - [INFO] - [E:264| 1400]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:02:22,573 - icews14 - [INFO] - [E:264| 1500]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:03:15,752 - icews14 - [INFO] - [E:264| 1600]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:04:09,499 - icews14 - [INFO] - [E:264| 1700]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:04:55,688 - icews14 - [INFO] - [E:264| 1800]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:05:45,818 - icews14 - [INFO] - [E:264| 1900]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:06:08,465 - icews14 - [INFO] - [Epoch:264]: Training Loss:0.001508 + +2023-05-13 12:06:08,737 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 12:06:27,619 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 12:06:33,037 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 12:06:52,050 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 12:06:57,329 - icews14 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.4457, Head : 0.4002, Avg : 0.42295 + +2023-05-13 12:06:57,329 - icews14 - [INFO] - [Epoch 264]: Training Loss: 0.0015079, Valid MRR: 0.42968, + + + +2023-05-13 12:06:57,731 - icews14 - [INFO] - [E:265| 0]: Train Loss:0.0014931, Val MRR:0.42968, icews14 +2023-05-13 12:07:50,905 - icews14 - [INFO] - [E:265| 100]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:08:44,717 - icews14 - [INFO] - [E:265| 200]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 12:09:38,392 - icews14 - [INFO] - [E:265| 300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 12:10:31,135 - icews14 - [INFO] - [E:265| 400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:11:23,813 - icews14 - [INFO] - [E:265| 500]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:12:16,348 - icews14 - [INFO] - [E:265| 600]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:13:06,568 - icews14 - [INFO] - [E:265| 700]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:13:52,388 - icews14 - [INFO] - [E:265| 800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:14:45,576 - icews14 - [INFO] - [E:265| 900]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:15:38,969 - icews14 - [INFO] - [E:265| 1000]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:16:32,333 - icews14 - [INFO] - [E:265| 1100]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:17:25,891 - icews14 - [INFO] - [E:265| 1200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:18:19,339 - icews14 - [INFO] - [E:265| 1300]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:19:12,661 - icews14 - [INFO] - [E:265| 1400]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:20:06,029 - icews14 - [INFO] - [E:265| 1500]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:20:59,087 - icews14 - [INFO] - [E:265| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:21:41,795 - icews14 - [INFO] - [E:265| 1700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:22:35,103 - icews14 - [INFO] - [E:265| 1800]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:23:28,590 - icews14 - [INFO] - [E:265| 1900]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:23:50,835 - icews14 - [INFO] - [Epoch:265]: Training Loss:0.001508 + +2023-05-13 12:23:50,980 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 12:24:10,041 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 12:24:15,573 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 12:24:34,528 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 12:24:39,752 - icews14 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.44693, Head : 0.40045, Avg : 0.42369 + +2023-05-13 12:24:39,752 - icews14 - [INFO] - [Epoch 265]: Training Loss: 0.0015078, Valid MRR: 0.42968, + + + +2023-05-13 12:24:40,232 - icews14 - [INFO] - [E:266| 0]: Train Loss:0.0015276, Val MRR:0.42968, icews14 +2023-05-13 12:25:33,943 - icews14 - [INFO] - [E:266| 100]: Train Loss:0.0015094, Val MRR:0.42968, icews14 +2023-05-13 12:26:27,909 - icews14 - [INFO] - [E:266| 200]: Train Loss:0.0015091, Val MRR:0.42968, icews14 +2023-05-13 12:27:21,110 - icews14 - [INFO] - [E:266| 300]: Train Loss:0.0015087, Val MRR:0.42968, icews14 +2023-05-13 12:28:14,135 - icews14 - [INFO] - [E:266| 400]: Train Loss:0.0015086, Val MRR:0.42968, icews14 +2023-05-13 12:29:07,094 - icews14 - [INFO] - [E:266| 500]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 12:29:53,223 - icews14 - [INFO] - [E:266| 600]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:30:42,687 - icews14 - [INFO] - [E:266| 700]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:31:35,987 - icews14 - [INFO] - [E:266| 800]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:32:29,558 - icews14 - [INFO] - [E:266| 900]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:33:22,922 - icews14 - [INFO] - [E:266| 1000]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:34:16,556 - icews14 - [INFO] - [E:266| 1100]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:35:10,290 - icews14 - [INFO] - [E:266| 1200]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 12:36:03,255 - icews14 - [INFO] - [E:266| 1300]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 12:36:57,180 - icews14 - [INFO] - [E:266| 1400]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:37:51,201 - icews14 - [INFO] - [E:266| 1500]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 12:38:34,660 - icews14 - [INFO] - [E:266| 1600]: Train Loss:0.0015081, Val MRR:0.42968, icews14 +2023-05-13 12:39:27,310 - icews14 - [INFO] - [E:266| 1700]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:40:13,651 - icews14 - [INFO] - [E:266| 1800]: Train Loss:0.0015079, Val MRR:0.42968, icews14 +2023-05-13 12:41:07,366 - icews14 - [INFO] - [E:266| 1900]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 12:41:29,295 - icews14 - [INFO] - [Epoch:266]: Training Loss:0.001508 + +2023-05-13 12:41:29,450 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 12:41:48,426 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 12:41:53,765 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 12:42:12,685 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 12:42:17,928 - icews14 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.45004, Head : 0.40404, Avg : 0.42704 + +2023-05-13 12:42:17,929 - icews14 - [INFO] - [Epoch 266]: Training Loss: 0.0015079, Valid MRR: 0.42968, + + + +2023-05-13 12:42:18,544 - icews14 - [INFO] - [E:267| 0]: Train Loss:0.0014911, Val MRR:0.42968, icews14 +2023-05-13 12:43:12,309 - icews14 - [INFO] - [E:267| 100]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 12:44:05,043 - icews14 - [INFO] - [E:267| 200]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 12:44:57,519 - icews14 - [INFO] - [E:267| 300]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 12:45:50,064 - icews14 - [INFO] - [E:267| 400]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 12:46:38,908 - icews14 - [INFO] - [E:267| 500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 12:47:26,193 - icews14 - [INFO] - [E:267| 600]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:48:20,283 - icews14 - [INFO] - [E:267| 700]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 12:49:14,493 - icews14 - [INFO] - [E:267| 800]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 12:50:08,319 - icews14 - [INFO] - [E:267| 900]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 12:51:01,932 - icews14 - [INFO] - [E:267| 1000]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:51:55,402 - icews14 - [INFO] - [E:267| 1100]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:52:48,328 - icews14 - [INFO] - [E:267| 1200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:53:41,466 - icews14 - [INFO] - [E:267| 1300]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 12:54:34,593 - icews14 - [INFO] - [E:267| 1400]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 12:55:17,902 - icews14 - [INFO] - [E:267| 1500]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:56:10,182 - icews14 - [INFO] - [E:267| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 12:57:02,868 - icews14 - [INFO] - [E:267| 1700]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:57:56,203 - icews14 - [INFO] - [E:267| 1800]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:58:49,510 - icews14 - [INFO] - [E:267| 1900]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 12:59:12,149 - icews14 - [INFO] - [Epoch:267]: Training Loss:0.001508 + +2023-05-13 12:59:12,281 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 12:59:31,262 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 12:59:36,754 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 12:59:55,715 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 13:00:01,007 - icews14 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.44747, Head : 0.3986, Avg : 0.42303 + +2023-05-13 13:00:01,007 - icews14 - [INFO] - [Epoch 267]: Training Loss: 0.0015077, Valid MRR: 0.42968, + + + +2023-05-13 13:00:01,499 - icews14 - [INFO] - [E:268| 0]: Train Loss:0.0015106, Val MRR:0.42968, icews14 +2023-05-13 13:00:55,561 - icews14 - [INFO] - [E:268| 100]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 13:01:49,192 - icews14 - [INFO] - [E:268| 200]: Train Loss:0.0015077, Val MRR:0.42968, icews14 +2023-05-13 13:02:42,766 - icews14 - [INFO] - [E:268| 300]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:03:29,125 - icews14 - [INFO] - [E:268| 400]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:04:19,560 - icews14 - [INFO] - [E:268| 500]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:05:13,099 - icews14 - [INFO] - [E:268| 600]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:06:06,513 - icews14 - [INFO] - [E:268| 700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:06:59,755 - icews14 - [INFO] - [E:268| 800]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:07:52,459 - icews14 - [INFO] - [E:268| 900]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:08:45,459 - icews14 - [INFO] - [E:268| 1000]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:09:45,542 - icews14 - [INFO] - [E:268| 1100]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:10:58,062 - icews14 - [INFO] - [E:268| 1200]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:11:51,146 - icews14 - [INFO] - [E:268| 1300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:12:34,627 - icews14 - [INFO] - [E:268| 1400]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:13:27,280 - icews14 - [INFO] - [E:268| 1500]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:14:20,355 - icews14 - [INFO] - [E:268| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:15:13,944 - icews14 - [INFO] - [E:268| 1700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:16:07,887 - icews14 - [INFO] - [E:268| 1800]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:17:01,346 - icews14 - [INFO] - [E:268| 1900]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:17:23,697 - icews14 - [INFO] - [Epoch:268]: Training Loss:0.001508 + +2023-05-13 13:17:23,828 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 13:17:42,275 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 13:17:47,537 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 13:18:05,898 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 13:18:11,044 - icews14 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.44687, Head : 0.4001, Avg : 0.42349 + +2023-05-13 13:18:11,044 - icews14 - [INFO] - [Epoch 268]: Training Loss: 0.0015076, Valid MRR: 0.42968, + + + +2023-05-13 13:18:11,560 - icews14 - [INFO] - [E:269| 0]: Train Loss:0.0015109, Val MRR:0.42968, icews14 +2023-05-13 13:19:04,080 - icews14 - [INFO] - [E:269| 100]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 13:19:56,427 - icews14 - [INFO] - [E:269| 200]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 13:20:42,245 - icews14 - [INFO] - [E:269| 300]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:21:32,617 - icews14 - [INFO] - [E:269| 400]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 13:22:26,182 - icews14 - [INFO] - [E:269| 500]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 13:23:19,807 - icews14 - [INFO] - [E:269| 600]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 13:24:13,042 - icews14 - [INFO] - [E:269| 700]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 13:25:06,272 - icews14 - [INFO] - [E:269| 800]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 13:25:59,687 - icews14 - [INFO] - [E:269| 900]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 13:26:49,178 - icews14 - [INFO] - [E:269| 1000]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:27:38,938 - icews14 - [INFO] - [E:269| 1100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 13:28:32,953 - icews14 - [INFO] - [E:269| 1200]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:29:18,228 - icews14 - [INFO] - [E:269| 1300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 13:30:08,747 - icews14 - [INFO] - [E:269| 1400]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:31:01,946 - icews14 - [INFO] - [E:269| 1500]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:31:54,830 - icews14 - [INFO] - [E:269| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:32:48,620 - icews14 - [INFO] - [E:269| 1700]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:33:42,579 - icews14 - [INFO] - [E:269| 1800]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:34:36,192 - icews14 - [INFO] - [E:269| 1900]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:34:58,725 - icews14 - [INFO] - [Epoch:269]: Training Loss:0.001508 + +2023-05-13 13:34:58,909 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 13:35:17,821 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 13:35:23,241 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 13:35:42,152 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 13:35:47,385 - icews14 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.45098, Head : 0.40165, Avg : 0.42631 + MR: Tail : 668.9, Head : 786.92, Avg : 727.91 + Hit-1: Tail : 0.36922, Head : 0.318, Avg : 0.34361 + Hit-3: Tail : 0.49375, Head : 0.44411, Avg : 0.46893 + Hit-10: Tail : 0.60092, Head : 0.5605, Avg : 0.58071 +2023-05-13 13:35:47,385 - icews14 - [INFO] - [Epoch 269]: Training Loss: 0.0015076, Valid MRR: 0.42968, + + + +2023-05-13 13:35:47,890 - icews14 - [INFO] - [E:270| 0]: Train Loss:0.0014989, Val MRR:0.42968, icews14 +2023-05-13 13:36:41,186 - icews14 - [INFO] - [E:270| 100]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 13:37:30,592 - icews14 - [INFO] - [E:270| 200]: Train Loss:0.0015078, Val MRR:0.42968, icews14 +2023-05-13 13:38:17,182 - icews14 - [INFO] - [E:270| 300]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 13:39:10,059 - icews14 - [INFO] - [E:270| 400]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:40:03,197 - icews14 - [INFO] - [E:270| 500]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:40:56,583 - icews14 - [INFO] - [E:270| 600]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 13:41:50,168 - icews14 - [INFO] - [E:270| 700]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 13:42:43,534 - icews14 - [INFO] - [E:270| 800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:43:36,473 - icews14 - [INFO] - [E:270| 900]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 13:44:29,976 - icews14 - [INFO] - [E:270| 1000]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 13:45:23,015 - icews14 - [INFO] - [E:270| 1100]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:46:06,248 - icews14 - [INFO] - [E:270| 1200]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 13:46:58,750 - icews14 - [INFO] - [E:270| 1300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 13:47:52,558 - icews14 - [INFO] - [E:270| 1400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 13:48:46,086 - icews14 - [INFO] - [E:270| 1500]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:49:39,952 - icews14 - [INFO] - [E:270| 1600]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:50:34,152 - icews14 - [INFO] - [E:270| 1700]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 13:51:27,815 - icews14 - [INFO] - [E:270| 1800]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:52:20,423 - icews14 - [INFO] - [E:270| 1900]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 13:52:42,223 - icews14 - [INFO] - [Epoch:270]: Training Loss:0.001507 + +2023-05-13 13:52:42,376 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 13:53:01,110 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 13:53:06,408 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 13:53:25,115 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 13:53:30,344 - icews14 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.44903, Head : 0.40091, Avg : 0.42497 + +2023-05-13 13:53:30,344 - icews14 - [INFO] - [Epoch 270]: Training Loss: 0.0015075, Valid MRR: 0.42968, + + + +2023-05-13 13:53:30,748 - icews14 - [INFO] - [E:271| 0]: Train Loss:0.0014937, Val MRR:0.42968, icews14 +2023-05-13 13:54:15,912 - icews14 - [INFO] - [E:271| 100]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:55:06,830 - icews14 - [INFO] - [E:271| 200]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 13:56:00,513 - icews14 - [INFO] - [E:271| 300]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 13:56:53,921 - icews14 - [INFO] - [E:271| 400]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 13:57:47,654 - icews14 - [INFO] - [E:271| 500]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 13:58:41,268 - icews14 - [INFO] - [E:271| 600]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 13:59:34,688 - icews14 - [INFO] - [E:271| 700]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:00:28,180 - icews14 - [INFO] - [E:271| 800]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 14:01:21,466 - icews14 - [INFO] - [E:271| 900]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:02:14,521 - icews14 - [INFO] - [E:271| 1000]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:02:57,875 - icews14 - [INFO] - [E:271| 1100]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:03:50,314 - icews14 - [INFO] - [E:271| 1200]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:04:43,003 - icews14 - [INFO] - [E:271| 1300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:05:35,819 - icews14 - [INFO] - [E:271| 1400]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:06:28,568 - icews14 - [INFO] - [E:271| 1500]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:07:21,553 - icews14 - [INFO] - [E:271| 1600]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:08:14,703 - icews14 - [INFO] - [E:271| 1700]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:09:08,370 - icews14 - [INFO] - [E:271| 1800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:10:02,376 - icews14 - [INFO] - [E:271| 1900]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:10:24,698 - icews14 - [INFO] - [Epoch:271]: Training Loss:0.001507 + +2023-05-13 14:10:24,854 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 14:10:43,611 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 14:10:46,725 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 14:10:57,540 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 14:11:00,547 - icews14 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.44857, Head : 0.39996, Avg : 0.42426 + +2023-05-13 14:11:00,547 - icews14 - [INFO] - [Epoch 271]: Training Loss: 0.0015074, Valid MRR: 0.42968, + + + +2023-05-13 14:11:00,895 - icews14 - [INFO] - [E:272| 0]: Train Loss:0.0015022, Val MRR:0.42968, icews14 +2023-05-13 14:11:54,812 - icews14 - [INFO] - [E:272| 100]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:12:48,484 - icews14 - [INFO] - [E:272| 200]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:13:34,746 - icews14 - [INFO] - [E:272| 300]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 14:14:28,489 - icews14 - [INFO] - [E:272| 400]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 14:15:21,419 - icews14 - [INFO] - [E:272| 500]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 14:16:14,417 - icews14 - [INFO] - [E:272| 600]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:17:07,400 - icews14 - [INFO] - [E:272| 700]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:18:00,213 - icews14 - [INFO] - [E:272| 800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:18:52,956 - icews14 - [INFO] - [E:272| 900]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:19:36,094 - icews14 - [INFO] - [E:272| 1000]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:20:29,092 - icews14 - [INFO] - [E:272| 1100]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:21:22,589 - icews14 - [INFO] - [E:272| 1200]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:22:15,668 - icews14 - [INFO] - [E:272| 1300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:23:09,086 - icews14 - [INFO] - [E:272| 1400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:24:03,073 - icews14 - [INFO] - [E:272| 1500]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:24:56,585 - icews14 - [INFO] - [E:272| 1600]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:25:49,285 - icews14 - [INFO] - [E:272| 1700]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:26:41,523 - icews14 - [INFO] - [E:272| 1800]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:27:33,201 - icews14 - [INFO] - [E:272| 1900]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:27:47,141 - icews14 - [INFO] - [Epoch:272]: Training Loss:0.001507 + +2023-05-13 14:27:47,252 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 14:28:04,431 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 14:28:09,941 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 14:28:28,788 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 14:28:33,965 - icews14 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.44981, Head : 0.39899, Avg : 0.4244 + +2023-05-13 14:28:33,965 - icews14 - [INFO] - [Epoch 272]: Training Loss: 0.0015073, Valid MRR: 0.42968, + + + +2023-05-13 14:28:34,693 - icews14 - [INFO] - [E:273| 0]: Train Loss:0.0015, Val MRR:0.42968, icews14 +2023-05-13 14:29:28,419 - icews14 - [INFO] - [E:273| 100]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:30:22,184 - icews14 - [INFO] - [E:273| 200]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 14:31:16,202 - icews14 - [INFO] - [E:273| 300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:32:09,052 - icews14 - [INFO] - [E:273| 400]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 14:33:02,613 - icews14 - [INFO] - [E:273| 500]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:33:56,287 - icews14 - [INFO] - [E:273| 600]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:34:49,839 - icews14 - [INFO] - [E:273| 700]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:35:43,013 - icews14 - [INFO] - [E:273| 800]: Train Loss:0.0015076, Val MRR:0.42968, icews14 +2023-05-13 14:36:26,572 - icews14 - [INFO] - [E:273| 900]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 14:37:19,429 - icews14 - [INFO] - [E:273| 1000]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:38:12,295 - icews14 - [INFO] - [E:273| 1100]: Train Loss:0.0015074, Val MRR:0.42968, icews14 +2023-05-13 14:39:05,508 - icews14 - [INFO] - [E:273| 1200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:39:59,049 - icews14 - [INFO] - [E:273| 1300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:40:52,539 - icews14 - [INFO] - [E:273| 1400]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:41:45,955 - icews14 - [INFO] - [E:273| 1500]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:42:39,485 - icews14 - [INFO] - [E:273| 1600]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:43:33,132 - icews14 - [INFO] - [E:273| 1700]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:44:22,726 - icews14 - [INFO] - [E:273| 1800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:45:10,399 - icews14 - [INFO] - [E:273| 1900]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 14:45:32,643 - icews14 - [INFO] - [Epoch:273]: Training Loss:0.001507 + +2023-05-13 14:45:32,807 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 14:45:51,668 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 14:45:57,163 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 14:46:16,018 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 14:46:21,250 - icews14 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.45089, Head : 0.39991, Avg : 0.4254 + +2023-05-13 14:46:21,250 - icews14 - [INFO] - [Epoch 273]: Training Loss: 0.0015073, Valid MRR: 0.42968, + + + +2023-05-13 14:46:21,994 - icews14 - [INFO] - [E:274| 0]: Train Loss:0.0014963, Val MRR:0.42968, icews14 +2023-05-13 14:47:15,222 - icews14 - [INFO] - [E:274| 100]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:48:09,242 - icews14 - [INFO] - [E:274| 200]: Train Loss:0.001508, Val MRR:0.42968, icews14 +2023-05-13 14:49:02,575 - icews14 - [INFO] - [E:274| 300]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 14:49:56,307 - icews14 - [INFO] - [E:274| 400]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:50:49,878 - icews14 - [INFO] - [E:274| 500]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 14:51:43,392 - icews14 - [INFO] - [E:274| 600]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 14:52:37,205 - icews14 - [INFO] - [E:274| 700]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:53:20,845 - icews14 - [INFO] - [E:274| 800]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 14:54:13,533 - icews14 - [INFO] - [E:274| 900]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 14:55:06,458 - icews14 - [INFO] - [E:274| 1000]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 14:55:59,920 - icews14 - [INFO] - [E:274| 1100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 14:56:53,320 - icews14 - [INFO] - [E:274| 1200]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 14:57:46,498 - icews14 - [INFO] - [E:274| 1300]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 14:58:40,106 - icews14 - [INFO] - [E:274| 1400]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 14:59:26,350 - icews14 - [INFO] - [E:274| 1500]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:00:19,341 - icews14 - [INFO] - [E:274| 1600]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:01:09,848 - icews14 - [INFO] - [E:274| 1700]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 15:01:54,038 - icews14 - [INFO] - [E:274| 1800]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 15:02:47,237 - icews14 - [INFO] - [E:274| 1900]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 15:03:09,174 - icews14 - [INFO] - [Epoch:274]: Training Loss:0.001507 + +2023-05-13 15:03:09,310 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 15:03:28,118 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 15:03:33,570 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 15:03:52,491 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 15:03:57,783 - icews14 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.4495, Head : 0.39614, Avg : 0.42282 + +2023-05-13 15:03:57,783 - icews14 - [INFO] - [Epoch 274]: Training Loss: 0.0015073, Valid MRR: 0.42968, + + + +2023-05-13 15:03:58,187 - icews14 - [INFO] - [E:275| 0]: Train Loss:0.0014933, Val MRR:0.42968, icews14 +2023-05-13 15:04:51,304 - icews14 - [INFO] - [E:275| 100]: Train Loss:0.0015046, Val MRR:0.42968, icews14 +2023-05-13 15:05:44,378 - icews14 - [INFO] - [E:275| 200]: Train Loss:0.0015045, Val MRR:0.42968, icews14 +2023-05-13 15:06:37,744 - icews14 - [INFO] - [E:275| 300]: Train Loss:0.0015053, Val MRR:0.42968, icews14 +2023-05-13 15:07:30,942 - icews14 - [INFO] - [E:275| 400]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 15:08:24,258 - icews14 - [INFO] - [E:275| 500]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 15:09:16,911 - icews14 - [INFO] - [E:275| 600]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 15:10:00,216 - icews14 - [INFO] - [E:275| 700]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 15:10:52,853 - icews14 - [INFO] - [E:275| 800]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 15:11:45,599 - icews14 - [INFO] - [E:275| 900]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 15:12:39,162 - icews14 - [INFO] - [E:275| 1000]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:13:32,944 - icews14 - [INFO] - [E:275| 1100]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:14:26,710 - icews14 - [INFO] - [E:275| 1200]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:15:20,843 - icews14 - [INFO] - [E:275| 1300]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:16:14,821 - icews14 - [INFO] - [E:275| 1400]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:17:08,338 - icews14 - [INFO] - [E:275| 1500]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 15:17:55,939 - icews14 - [INFO] - [E:275| 1600]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:18:44,691 - icews14 - [INFO] - [E:275| 1700]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 15:19:38,883 - icews14 - [INFO] - [E:275| 1800]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:20:33,078 - icews14 - [INFO] - [E:275| 1900]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:20:55,341 - icews14 - [INFO] - [Epoch:275]: Training Loss:0.001507 + +2023-05-13 15:20:55,497 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 15:21:14,579 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 15:21:20,010 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 15:21:38,915 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 15:21:44,099 - icews14 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.44819, Head : 0.39713, Avg : 0.42266 + +2023-05-13 15:21:44,099 - icews14 - [INFO] - [Epoch 275]: Training Loss: 0.001507, Valid MRR: 0.42968, + + + +2023-05-13 15:21:44,817 - icews14 - [INFO] - [E:276| 0]: Train Loss:0.0015017, Val MRR:0.42968, icews14 +2023-05-13 15:22:39,053 - icews14 - [INFO] - [E:276| 100]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:23:33,212 - icews14 - [INFO] - [E:276| 200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 15:24:26,290 - icews14 - [INFO] - [E:276| 300]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:25:20,069 - icews14 - [INFO] - [E:276| 400]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 15:26:13,225 - icews14 - [INFO] - [E:276| 500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:26:57,259 - icews14 - [INFO] - [E:276| 600]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 15:27:49,969 - icews14 - [INFO] - [E:276| 700]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 15:28:42,909 - icews14 - [INFO] - [E:276| 800]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:29:35,942 - icews14 - [INFO] - [E:276| 900]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:30:29,258 - icews14 - [INFO] - [E:276| 1000]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:31:22,128 - icews14 - [INFO] - [E:276| 1100]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:32:15,490 - icews14 - [INFO] - [E:276| 1200]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:33:08,488 - icews14 - [INFO] - [E:276| 1300]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:34:00,766 - icews14 - [INFO] - [E:276| 1400]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:34:44,413 - icews14 - [INFO] - [E:276| 1500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:35:35,877 - icews14 - [INFO] - [E:276| 1600]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:36:28,287 - icews14 - [INFO] - [E:276| 1700]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:37:22,074 - icews14 - [INFO] - [E:276| 1800]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:38:15,651 - icews14 - [INFO] - [E:276| 1900]: Train Loss:0.0015071, Val MRR:0.42968, icews14 +2023-05-13 15:38:38,151 - icews14 - [INFO] - [Epoch:276]: Training Loss:0.001507 + +2023-05-13 15:38:38,283 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 15:38:57,247 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 15:39:02,665 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 15:39:21,510 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 15:39:26,828 - icews14 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.44891, Head : 0.3992, Avg : 0.42406 + +2023-05-13 15:39:26,829 - icews14 - [INFO] - [Epoch 276]: Training Loss: 0.0015071, Valid MRR: 0.42968, + + + +2023-05-13 15:39:27,276 - icews14 - [INFO] - [E:277| 0]: Train Loss:0.0015169, Val MRR:0.42968, icews14 +2023-05-13 15:40:20,592 - icews14 - [INFO] - [E:277| 100]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:41:14,187 - icews14 - [INFO] - [E:277| 200]: Train Loss:0.0015075, Val MRR:0.42968, icews14 +2023-05-13 15:42:07,951 - icews14 - [INFO] - [E:277| 300]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 15:42:57,621 - icews14 - [INFO] - [E:277| 400]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 15:43:45,318 - icews14 - [INFO] - [E:277| 500]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 15:44:38,474 - icews14 - [INFO] - [E:277| 600]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:45:31,191 - icews14 - [INFO] - [E:277| 700]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:46:18,625 - icews14 - [INFO] - [E:277| 800]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:47:12,153 - icews14 - [INFO] - [E:277| 900]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 15:48:05,664 - icews14 - [INFO] - [E:277| 1000]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:48:58,797 - icews14 - [INFO] - [E:277| 1100]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 15:49:52,229 - icews14 - [INFO] - [E:277| 1200]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 15:50:45,681 - icews14 - [INFO] - [E:277| 1300]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:51:32,163 - icews14 - [INFO] - [E:277| 1400]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:52:23,174 - icews14 - [INFO] - [E:277| 1500]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:53:16,812 - icews14 - [INFO] - [E:277| 1600]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:54:10,806 - icews14 - [INFO] - [E:277| 1700]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 15:55:04,088 - icews14 - [INFO] - [E:277| 1800]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:55:57,956 - icews14 - [INFO] - [E:277| 1900]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 15:56:20,409 - icews14 - [INFO] - [Epoch:277]: Training Loss:0.001507 + +2023-05-13 15:56:20,681 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 15:56:39,595 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 15:56:45,024 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 15:57:03,781 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 15:57:09,066 - icews14 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.45061, Head : 0.39819, Avg : 0.4244 + +2023-05-13 15:57:09,066 - icews14 - [INFO] - [Epoch 277]: Training Loss: 0.0015067, Valid MRR: 0.42968, + + + +2023-05-13 15:57:09,542 - icews14 - [INFO] - [E:278| 0]: Train Loss:0.0014907, Val MRR:0.42968, icews14 +2023-05-13 15:58:02,914 - icews14 - [INFO] - [E:278| 100]: Train Loss:0.0015046, Val MRR:0.42968, icews14 +2023-05-13 15:58:55,825 - icews14 - [INFO] - [E:278| 200]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 15:59:46,736 - icews14 - [INFO] - [E:278| 300]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 16:00:32,639 - icews14 - [INFO] - [E:278| 400]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 16:01:25,418 - icews14 - [INFO] - [E:278| 500]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 16:02:17,746 - icews14 - [INFO] - [E:278| 600]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 16:03:10,732 - icews14 - [INFO] - [E:278| 700]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 16:04:03,373 - icews14 - [INFO] - [E:278| 800]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:04:56,163 - icews14 - [INFO] - [E:278| 900]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 16:05:49,214 - icews14 - [INFO] - [E:278| 1000]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:06:42,324 - icews14 - [INFO] - [E:278| 1100]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:07:34,969 - icews14 - [INFO] - [E:278| 1200]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:08:17,347 - icews14 - [INFO] - [E:278| 1300]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:09:10,010 - icews14 - [INFO] - [E:278| 1400]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:10:02,904 - icews14 - [INFO] - [E:278| 1500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 16:10:56,360 - icews14 - [INFO] - [E:278| 1600]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:11:50,426 - icews14 - [INFO] - [E:278| 1700]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:12:44,521 - icews14 - [INFO] - [E:278| 1800]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:13:37,917 - icews14 - [INFO] - [E:278| 1900]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:14:00,147 - icews14 - [INFO] - [Epoch:278]: Training Loss:0.001507 + +2023-05-13 16:14:00,297 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 16:14:19,237 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 16:14:24,744 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 16:14:43,700 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 16:14:48,896 - icews14 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.45003, Head : 0.40327, Avg : 0.42665 + +2023-05-13 16:14:48,896 - icews14 - [INFO] - [Epoch 278]: Training Loss: 0.0015067, Valid MRR: 0.42968, + + + +2023-05-13 16:14:49,301 - icews14 - [INFO] - [E:279| 0]: Train Loss:0.0015043, Val MRR:0.42968, icews14 +2023-05-13 16:15:43,791 - icews14 - [INFO] - [E:279| 100]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:16:31,221 - icews14 - [INFO] - [E:279| 200]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 16:17:20,499 - icews14 - [INFO] - [E:279| 300]: Train Loss:0.0015072, Val MRR:0.42968, icews14 +2023-05-13 16:18:12,964 - icews14 - [INFO] - [E:279| 400]: Train Loss:0.0015073, Val MRR:0.42968, icews14 +2023-05-13 16:19:05,673 - icews14 - [INFO] - [E:279| 500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 16:19:59,078 - icews14 - [INFO] - [E:279| 600]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 16:20:52,648 - icews14 - [INFO] - [E:279| 700]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 16:21:45,800 - icews14 - [INFO] - [E:279| 800]: Train Loss:0.001507, Val MRR:0.42968, icews14 +2023-05-13 16:22:39,083 - icews14 - [INFO] - [E:279| 900]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:23:33,273 - icews14 - [INFO] - [E:279| 1000]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:24:27,348 - icews14 - [INFO] - [E:279| 1100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:25:10,843 - icews14 - [INFO] - [E:279| 1200]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:26:03,713 - icews14 - [INFO] - [E:279| 1300]: Train Loss:0.0015066, Val MRR:0.42968, icews14 +2023-05-13 16:26:56,707 - icews14 - [INFO] - [E:279| 1400]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 16:27:49,828 - icews14 - [INFO] - [E:279| 1500]: Train Loss:0.0015069, Val MRR:0.42968, icews14 +2023-05-13 16:28:42,838 - icews14 - [INFO] - [E:279| 1600]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:29:35,803 - icews14 - [INFO] - [E:279| 1700]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:30:28,765 - icews14 - [INFO] - [E:279| 1800]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:31:21,591 - icews14 - [INFO] - [E:279| 1900]: Train Loss:0.0015068, Val MRR:0.42968, icews14 +2023-05-13 16:31:41,840 - icews14 - [INFO] - [Epoch:279]: Training Loss:0.001507 + +2023-05-13 16:31:41,950 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 16:31:56,157 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 16:32:01,605 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 16:32:20,333 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 16:32:25,552 - icews14 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.44667, Head : 0.39981, Avg : 0.42324 + MR: Tail : 634.04, Head : 747.13, Avg : 690.58 + Hit-1: Tail : 0.3623, Head : 0.31569, Avg : 0.339 + Hit-3: Tail : 0.49169, Head : 0.44095, Avg : 0.46632 + Hit-10: Tail : 0.60444, Head : 0.55759, Avg : 0.58102 +2023-05-13 16:32:25,552 - icews14 - [INFO] - [Epoch 279]: Training Loss: 0.0015068, Valid MRR: 0.42968, + + + +2023-05-13 16:32:26,297 - icews14 - [INFO] - [E:280| 0]: Train Loss:0.0015102, Val MRR:0.42968, icews14 +2023-05-13 16:33:14,576 - icews14 - [INFO] - [E:280| 100]: Train Loss:0.0015045, Val MRR:0.42968, icews14 +2023-05-13 16:34:02,261 - icews14 - [INFO] - [E:280| 200]: Train Loss:0.0015045, Val MRR:0.42968, icews14 +2023-05-13 16:34:56,440 - icews14 - [INFO] - [E:280| 300]: Train Loss:0.0015051, Val MRR:0.42968, icews14 +2023-05-13 16:36:10,917 - icews14 - [INFO] - [E:280| 400]: Train Loss:0.0015049, Val MRR:0.42968, icews14 +2023-05-13 16:37:29,746 - icews14 - [INFO] - [E:280| 500]: Train Loss:0.0015055, Val MRR:0.42968, icews14 +2023-05-13 16:38:22,785 - icews14 - [INFO] - [E:280| 600]: Train Loss:0.0015055, Val MRR:0.42968, icews14 +2023-05-13 16:39:15,803 - icews14 - [INFO] - [E:280| 700]: Train Loss:0.0015055, Val MRR:0.42968, icews14 +2023-05-13 16:40:09,400 - icews14 - [INFO] - [E:280| 800]: Train Loss:0.0015054, Val MRR:0.42968, icews14 +2023-05-13 16:41:02,370 - icews14 - [INFO] - [E:280| 900]: Train Loss:0.0015054, Val MRR:0.42968, icews14 +2023-05-13 16:41:54,972 - icews14 - [INFO] - [E:280| 1000]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 16:42:41,833 - icews14 - [INFO] - [E:280| 1100]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 16:43:30,441 - icews14 - [INFO] - [E:280| 1200]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 16:44:24,523 - icews14 - [INFO] - [E:280| 1300]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 16:45:18,174 - icews14 - [INFO] - [E:280| 1400]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:46:11,455 - icews14 - [INFO] - [E:280| 1500]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:47:04,452 - icews14 - [INFO] - [E:280| 1600]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:47:58,051 - icews14 - [INFO] - [E:280| 1700]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 16:48:51,921 - icews14 - [INFO] - [E:280| 1800]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 16:49:45,412 - icews14 - [INFO] - [E:280| 1900]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 16:50:08,070 - icews14 - [INFO] - [Epoch:280]: Training Loss:0.001507 + +2023-05-13 16:50:08,337 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 16:50:27,278 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 16:50:32,710 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 16:50:51,625 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 16:50:55,906 - icews14 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.45032, Head : 0.39939, Avg : 0.42486 + +2023-05-13 16:50:55,906 - icews14 - [INFO] - [Epoch 280]: Training Loss: 0.0015066, Valid MRR: 0.42968, + + + +2023-05-13 16:50:56,261 - icews14 - [INFO] - [E:281| 0]: Train Loss:0.0015519, Val MRR:0.42968, icews14 +2023-05-13 16:51:39,776 - icews14 - [INFO] - [E:281| 100]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 16:52:32,421 - icews14 - [INFO] - [E:281| 200]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 16:53:24,982 - icews14 - [INFO] - [E:281| 300]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 16:54:17,770 - icews14 - [INFO] - [E:281| 400]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 16:55:11,284 - icews14 - [INFO] - [E:281| 500]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 16:56:04,497 - icews14 - [INFO] - [E:281| 600]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:56:57,725 - icews14 - [INFO] - [E:281| 700]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:57:50,796 - icews14 - [INFO] - [E:281| 800]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 16:58:43,581 - icews14 - [INFO] - [E:281| 900]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 16:59:27,777 - icews14 - [INFO] - [E:281| 1000]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 17:00:19,807 - icews14 - [INFO] - [E:281| 1100]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 17:01:12,446 - icews14 - [INFO] - [E:281| 1200]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 17:02:05,538 - icews14 - [INFO] - [E:281| 1300]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:02:58,607 - icews14 - [INFO] - [E:281| 1400]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:03:51,634 - icews14 - [INFO] - [E:281| 1500]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:04:44,584 - icews14 - [INFO] - [E:281| 1600]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 17:05:37,946 - icews14 - [INFO] - [E:281| 1700]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 17:06:31,496 - icews14 - [INFO] - [E:281| 1800]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 17:07:24,965 - icews14 - [INFO] - [E:281| 1900]: Train Loss:0.0015065, Val MRR:0.42968, icews14 +2023-05-13 17:07:41,544 - icews14 - [INFO] - [Epoch:281]: Training Loss:0.001506 + +2023-05-13 17:07:41,656 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 17:07:54,955 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 17:08:00,441 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 17:08:19,393 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 17:08:24,718 - icews14 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.44858, Head : 0.40028, Avg : 0.42443 + +2023-05-13 17:08:24,718 - icews14 - [INFO] - [Epoch 281]: Training Loss: 0.0015065, Valid MRR: 0.42968, + + + +2023-05-13 17:08:25,214 - icews14 - [INFO] - [E:282| 0]: Train Loss:0.0015193, Val MRR:0.42968, icews14 +2023-05-13 17:09:18,358 - icews14 - [INFO] - [E:282| 100]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 17:10:11,490 - icews14 - [INFO] - [E:282| 200]: Train Loss:0.0015062, Val MRR:0.42968, icews14 +2023-05-13 17:11:05,106 - icews14 - [INFO] - [E:282| 300]: Train Loss:0.0015052, Val MRR:0.42968, icews14 +2023-05-13 17:11:58,694 - icews14 - [INFO] - [E:282| 400]: Train Loss:0.0015055, Val MRR:0.42968, icews14 +2023-05-13 17:12:51,565 - icews14 - [INFO] - [E:282| 500]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 17:13:45,419 - icews14 - [INFO] - [E:282| 600]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 17:14:38,724 - icews14 - [INFO] - [E:282| 700]: Train Loss:0.0015061, Val MRR:0.42968, icews14 +2023-05-13 17:15:31,328 - icews14 - [INFO] - [E:282| 800]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:16:14,502 - icews14 - [INFO] - [E:282| 900]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:17:07,403 - icews14 - [INFO] - [E:282| 1000]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:18:00,733 - icews14 - [INFO] - [E:282| 1100]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:18:53,819 - icews14 - [INFO] - [E:282| 1200]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:19:41,876 - icews14 - [INFO] - [E:282| 1300]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:20:34,975 - icews14 - [INFO] - [E:282| 1400]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:21:28,422 - icews14 - [INFO] - [E:282| 1500]: Train Loss:0.0015063, Val MRR:0.42968, icews14 +2023-05-13 17:22:21,861 - icews14 - [INFO] - [E:282| 1600]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:23:15,222 - icews14 - [INFO] - [E:282| 1700]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:24:08,730 - icews14 - [INFO] - [E:282| 1800]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:24:51,848 - icews14 - [INFO] - [E:282| 1900]: Train Loss:0.0015064, Val MRR:0.42968, icews14 +2023-05-13 17:25:14,050 - icews14 - [INFO] - [Epoch:282]: Training Loss:0.001506 + +2023-05-13 17:25:14,182 - icews14 - [INFO] - [Valid, Tail_Batch Step 0] icews14 +2023-05-13 17:25:33,000 - icews14 - [INFO] - [Valid, Tail_Batch Step 100] icews14 +2023-05-13 17:25:38,379 - icews14 - [INFO] - [Valid, Head_Batch Step 0] icews14 +2023-05-13 17:25:57,209 - icews14 - [INFO] - [Valid, Head_Batch Step 100] icews14 +2023-05-13 17:26:02,388 - icews14 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.44781, Head : 0.40288, Avg : 0.42534 + +2023-05-13 17:26:02,388 - icews14 - [INFO] - [Epoch 282]: Training Loss: 0.0015064, Valid MRR: 0.42968, + + + +2023-05-13 17:26:02,892 - icews14 - [INFO] - [E:283| 0]: Train Loss:0.0015067, Val MRR:0.42968, icews14 +2023-05-13 17:26:56,311 - icews14 - [INFO] - [E:283| 100]: Train Loss:0.0015043, Val MRR:0.42968, icews14 +2023-05-13 17:27:49,319 - icews14 - [INFO] - [E:283| 200]: Train Loss:0.0015052, Val MRR:0.42968, icews14 +2023-05-13 17:28:42,090 - icews14 - [INFO] - [E:283| 300]: Train Loss:0.0015056, Val MRR:0.42968, icews14 +2023-05-13 17:29:35,762 - icews14 - [INFO] - [E:283| 400]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 17:30:29,297 - icews14 - [INFO] - [E:283| 500]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 17:31:22,257 - icews14 - [INFO] - [E:283| 600]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 17:32:16,035 - icews14 - [INFO] - [E:283| 700]: Train Loss:0.001506, Val MRR:0.42968, icews14 +2023-05-13 17:32:58,577 - icews14 - [INFO] - [E:283| 800]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 17:33:51,944 - icews14 - [INFO] - [E:283| 900]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 17:34:45,696 - icews14 - [INFO] - [E:283| 1000]: Train Loss:0.0015058, Val MRR:0.42968, icews14 +2023-05-13 17:35:38,990 - icews14 - [INFO] - [E:283| 1100]: Train Loss:0.0015059, Val MRR:0.42968, icews14 +2023-05-13 17:36:32,175 - icews14 - [INFO] - [E:283| 1200]: Train Loss:0.001506, Val MRR:0.42968, icews14 diff --git a/log/icews14_128 b/log/icews14_128 new file mode 100644 index 0000000..f676cf3 --- /dev/null +++ b/log/icews14_128 @@ -0,0 +1 @@ +2023-05-13 03:52:44,141 - icews14_128 - [INFO] - {'dataset': 'icews14', 'name': 'icews14_128', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} diff --git a/log/icews14_both b/log/icews14_both new file mode 100644 index 0000000..b6bd7b7 --- /dev/null +++ b/log/icews14_both @@ -0,0 +1,10670 @@ +2023-06-20 08:57:17,458 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 08:58:11,240 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 08:58:27,431 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 08:59:00,182 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 09:10:28,470 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 09:10:44,532 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 09:11:43,262 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 09:17:59,104 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 09:22:51,618 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-20 09:22:57,979 - icews14_both - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, icews14_both +2023-06-20 09:23:17,866 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-20 09:23:24,277 - icews14_both - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, icews14_both +2023-06-20 09:24:26,994 - icews14_both - [INFO] - [E:0| 100]: Train Loss:0.37073, Val MRR:0.0, icews14_both +2023-06-20 09:25:29,665 - icews14_both - [INFO] - [E:0| 200]: Train Loss:0.2429, Val MRR:0.0, icews14_both +2023-06-20 09:26:32,380 - icews14_both - [INFO] - [E:0| 300]: Train Loss:0.1804, Val MRR:0.0, icews14_both +2023-06-20 09:27:44,031 - icews14_both - [INFO] - [E:0| 400]: Train Loss:0.14364, Val MRR:0.0, icews14_both +2023-06-20 09:28:46,746 - icews14_both - [INFO] - [E:0| 500]: Train Loss:0.11947, Val MRR:0.0, icews14_both +2023-06-20 09:29:49,501 - icews14_both - [INFO] - [E:0| 600]: Train Loss:0.10235, Val MRR:0.0, icews14_both +2023-06-20 09:30:55,109 - icews14_both - [INFO] - [E:0| 700]: Train Loss:0.089603, Val MRR:0.0, icews14_both +2023-06-20 09:32:24,579 - icews14_both - [INFO] - [E:0| 800]: Train Loss:0.07973, Val MRR:0.0, icews14_both +2023-06-20 09:33:30,466 - icews14_both - [INFO] - [E:0| 900]: Train Loss:0.071859, Val MRR:0.0, icews14_both +2023-06-20 09:34:36,321 - icews14_both - [INFO] - [Epoch:0]: Training Loss:0.06717 + +2023-06-20 09:34:36,701 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 09:34:59,061 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 09:35:15,489 - icews14_both - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.09084, Head : 0.06587, Avg : 0.07836 + +2023-06-20 09:35:16,722 - icews14_both - [INFO] - [Epoch 0]: Training Loss: 0.067174, Valid MRR: 0.07836, + + + +2023-06-20 09:35:17,370 - icews14_both - [INFO] - [E:1| 0]: Train Loss:0.0073578, Val MRR:0.07836, icews14_both +2023-06-20 09:36:20,265 - icews14_both - [INFO] - [E:1| 100]: Train Loss:0.0068678, Val MRR:0.07836, icews14_both +2023-06-20 09:37:23,162 - icews14_both - [INFO] - [E:1| 200]: Train Loss:0.0064792, Val MRR:0.07836, icews14_both +2023-06-20 09:38:26,062 - icews14_both - [INFO] - [E:1| 300]: Train Loss:0.006149, Val MRR:0.07836, icews14_both +2023-06-20 09:39:47,774 - icews14_both - [INFO] - [E:1| 400]: Train Loss:0.0058636, Val MRR:0.07836, icews14_both +2023-06-20 09:41:22,561 - icews14_both - [INFO] - [E:1| 500]: Train Loss:0.0056139, Val MRR:0.07836, icews14_both +2023-06-20 09:42:55,259 - icews14_both - [INFO] - [E:1| 600]: Train Loss:0.0053948, Val MRR:0.07836, icews14_both +2023-06-20 09:44:31,336 - icews14_both - [INFO] - [E:1| 700]: Train Loss:0.0052002, Val MRR:0.07836, icews14_both +2023-06-20 09:46:07,683 - icews14_both - [INFO] - [E:1| 800]: Train Loss:0.0050262, Val MRR:0.07836, icews14_both +2023-06-20 09:47:44,874 - icews14_both - [INFO] - [E:1| 900]: Train Loss:0.0048704, Val MRR:0.07836, icews14_both +2023-06-20 09:48:50,814 - icews14_both - [INFO] - [Epoch:1]: Training Loss:0.004769 + +2023-06-20 09:48:51,027 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 09:49:13,511 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 09:49:34,996 - icews14_both - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.09463, Head : 0.06912, Avg : 0.08188 + +2023-06-20 09:49:36,238 - icews14_both - [INFO] - [Epoch 1]: Training Loss: 0.0047694, Valid MRR: 0.08188, + + + +2023-06-20 09:49:36,874 - icews14_both - [INFO] - [E:2| 0]: Train Loss:0.0034605, Val MRR:0.08188, icews14_both +2023-06-20 09:51:11,473 - icews14_both - [INFO] - [E:2| 100]: Train Loss:0.0033795, Val MRR:0.08188, icews14_both +2023-06-20 09:52:42,386 - icews14_both - [INFO] - [E:2| 200]: Train Loss:0.0033136, Val MRR:0.08188, icews14_both +2023-06-20 09:54:18,103 - icews14_both - [INFO] - [E:2| 300]: Train Loss:0.0032568, Val MRR:0.08188, icews14_both +2023-06-20 09:55:53,412 - icews14_both - [INFO] - [E:2| 400]: Train Loss:0.0032062, Val MRR:0.08188, icews14_both +2023-06-20 09:57:27,014 - icews14_both - [INFO] - [E:2| 500]: Train Loss:0.00316, Val MRR:0.08188, icews14_both +2023-06-20 09:59:00,221 - icews14_both - [INFO] - [E:2| 600]: Train Loss:0.0031185, Val MRR:0.08188, icews14_both +2023-06-20 10:00:34,804 - icews14_both - [INFO] - [E:2| 700]: Train Loss:0.0030793, Val MRR:0.08188, icews14_both +2023-06-20 10:02:11,426 - icews14_both - [INFO] - [E:2| 800]: Train Loss:0.0030441, Val MRR:0.08188, icews14_both +2023-06-20 10:03:45,185 - icews14_both - [INFO] - [E:2| 900]: Train Loss:0.0030115, Val MRR:0.08188, icews14_both +2023-06-20 10:04:53,554 - icews14_both - [INFO] - [Epoch:2]: Training Loss:0.00299 + +2023-06-20 10:04:53,944 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 10:05:14,784 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 10:05:36,120 - icews14_both - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.09584, Head : 0.06985, Avg : 0.08285 + +2023-06-20 10:05:38,083 - icews14_both - [INFO] - [Epoch 2]: Training Loss: 0.0029903, Valid MRR: 0.08285, + + + +2023-06-20 10:05:38,989 - icews14_both - [INFO] - [E:3| 0]: Train Loss:0.0027481, Val MRR:0.08285, icews14_both +2023-06-20 10:07:15,108 - icews14_both - [INFO] - [E:3| 100]: Train Loss:0.0026805, Val MRR:0.08285, icews14_both +2023-06-20 10:08:48,363 - icews14_both - [INFO] - [E:3| 200]: Train Loss:0.0026658, Val MRR:0.08285, icews14_both +2023-06-20 10:10:25,075 - icews14_both - [INFO] - [E:3| 300]: Train Loss:0.0026517, Val MRR:0.08285, icews14_both +2023-06-20 10:12:02,562 - icews14_both - [INFO] - [E:3| 400]: Train Loss:0.0026375, Val MRR:0.08285, icews14_both +2023-06-20 10:13:35,529 - icews14_both - [INFO] - [E:3| 500]: Train Loss:0.0026266, Val MRR:0.08285, icews14_both +2023-06-20 10:15:11,459 - icews14_both - [INFO] - [E:3| 600]: Train Loss:0.0026139, Val MRR:0.08285, icews14_both +2023-06-20 10:16:45,789 - icews14_both - [INFO] - [E:3| 700]: Train Loss:0.0026038, Val MRR:0.08285, icews14_both +2023-06-20 10:18:23,203 - icews14_both - [INFO] - [E:3| 800]: Train Loss:0.0025944, Val MRR:0.08285, icews14_both +2023-06-20 10:19:59,210 - icews14_both - [INFO] - [E:3| 900]: Train Loss:0.0025841, Val MRR:0.08285, icews14_both +2023-06-20 10:21:06,711 - icews14_both - [INFO] - [Epoch:3]: Training Loss:0.002578 + +2023-06-20 10:21:07,025 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 10:21:29,134 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 10:21:51,115 - icews14_both - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.09537, Head : 0.07261, Avg : 0.08399 + +2023-06-20 10:21:52,362 - icews14_both - [INFO] - [Epoch 3]: Training Loss: 0.002578, Valid MRR: 0.08399, + + + +2023-06-20 10:21:53,203 - icews14_both - [INFO] - [E:4| 0]: Train Loss:0.002464, Val MRR:0.08399, icews14_both +2023-06-20 10:23:28,208 - icews14_both - [INFO] - [E:4| 100]: Train Loss:0.0024784, Val MRR:0.08399, icews14_both +2023-06-20 10:25:04,319 - icews14_both - [INFO] - [E:4| 200]: Train Loss:0.0024776, Val MRR:0.08399, icews14_both +2023-06-20 10:26:40,136 - icews14_both - [INFO] - [E:4| 300]: Train Loss:0.0024753, Val MRR:0.08399, icews14_both +2023-06-20 10:28:16,315 - icews14_both - [INFO] - [E:4| 400]: Train Loss:0.0024715, Val MRR:0.08399, icews14_both +2023-06-20 10:29:52,601 - icews14_both - [INFO] - [E:4| 500]: Train Loss:0.0024691, Val MRR:0.08399, icews14_both +2023-06-20 10:31:29,836 - icews14_both - [INFO] - [E:4| 600]: Train Loss:0.0024649, Val MRR:0.08399, icews14_both +2023-06-20 10:33:05,744 - icews14_both - [INFO] - [E:4| 700]: Train Loss:0.0024612, Val MRR:0.08399, icews14_both +2023-06-20 10:34:41,569 - icews14_both - [INFO] - [E:4| 800]: Train Loss:0.0024576, Val MRR:0.08399, icews14_both +2023-06-20 10:36:14,996 - icews14_both - [INFO] - [E:4| 900]: Train Loss:0.0024549, Val MRR:0.08399, icews14_both +2023-06-20 10:37:23,418 - icews14_both - [INFO] - [Epoch:4]: Training Loss:0.002454 + +2023-06-20 10:37:23,804 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 10:37:46,027 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 10:38:07,938 - icews14_both - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.10061, Head : 0.07676, Avg : 0.08869 + +2023-06-20 10:38:09,123 - icews14_both - [INFO] - [Epoch 4]: Training Loss: 0.0024535, Valid MRR: 0.08869, + + + +2023-06-20 10:38:10,133 - icews14_both - [INFO] - [E:5| 0]: Train Loss:0.002421, Val MRR:0.08869, icews14_both +2023-06-20 10:39:46,121 - icews14_both - [INFO] - [E:5| 100]: Train Loss:0.0024255, Val MRR:0.08869, icews14_both +2023-06-20 10:41:22,257 - icews14_both - [INFO] - [E:5| 200]: Train Loss:0.0024236, Val MRR:0.08869, icews14_both +2023-06-20 10:42:58,945 - icews14_both - [INFO] - [E:5| 300]: Train Loss:0.0024227, Val MRR:0.08869, icews14_both +2023-06-20 10:44:36,790 - icews14_both - [INFO] - [E:5| 400]: Train Loss:0.0024205, Val MRR:0.08869, icews14_both +2023-06-20 10:46:13,361 - icews14_both - [INFO] - [E:5| 500]: Train Loss:0.0024193, Val MRR:0.08869, icews14_both +2023-06-20 10:47:50,311 - icews14_both - [INFO] - [E:5| 600]: Train Loss:0.0024176, Val MRR:0.08869, icews14_both +2023-06-20 10:49:26,252 - icews14_both - [INFO] - [E:5| 700]: Train Loss:0.0024167, Val MRR:0.08869, icews14_both +2023-06-20 10:50:54,246 - icews14_both - [INFO] - [E:5| 800]: Train Loss:0.0024152, Val MRR:0.08869, icews14_both +2023-06-20 10:51:57,167 - icews14_both - [INFO] - [E:5| 900]: Train Loss:0.0024145, Val MRR:0.08869, icews14_both +2023-06-20 10:52:41,397 - icews14_both - [INFO] - [Epoch:5]: Training Loss:0.002413 + +2023-06-20 10:52:41,610 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 10:52:56,244 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 10:53:09,694 - icews14_both - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.14193, Head : 0.10833, Avg : 0.12513 + +2023-06-20 10:53:11,698 - icews14_both - [INFO] - [Epoch 5]: Training Loss: 0.0024134, Valid MRR: 0.12513, + + + +2023-06-20 10:53:12,337 - icews14_both - [INFO] - [E:6| 0]: Train Loss:0.0024308, Val MRR:0.12513, icews14_both +2023-06-20 10:54:15,277 - icews14_both - [INFO] - [E:6| 100]: Train Loss:0.0023966, Val MRR:0.12513, icews14_both +2023-06-20 10:55:18,235 - icews14_both - [INFO] - [E:6| 200]: Train Loss:0.0023956, Val MRR:0.12513, icews14_both +2023-06-20 10:56:21,218 - icews14_both - [INFO] - [E:6| 300]: Train Loss:0.0023922, Val MRR:0.12513, icews14_both +2023-06-20 10:57:24,163 - icews14_both - [INFO] - [E:6| 400]: Train Loss:0.0023914, Val MRR:0.12513, icews14_both +2023-06-20 10:58:27,055 - icews14_both - [INFO] - [E:6| 500]: Train Loss:0.0023884, Val MRR:0.12513, icews14_both +2023-06-20 10:59:29,891 - icews14_both - [INFO] - [E:6| 600]: Train Loss:0.0023855, Val MRR:0.12513, icews14_both +2023-06-20 11:00:32,707 - icews14_both - [INFO] - [E:6| 700]: Train Loss:0.0023834, Val MRR:0.12513, icews14_both +2023-06-20 11:01:35,448 - icews14_both - [INFO] - [E:6| 800]: Train Loss:0.0023808, Val MRR:0.12513, icews14_both +2023-06-20 11:02:38,196 - icews14_both - [INFO] - [E:6| 900]: Train Loss:0.0023782, Val MRR:0.12513, icews14_both +2023-06-20 11:03:22,320 - icews14_both - [INFO] - [Epoch:6]: Training Loss:0.002376 + +2023-06-20 11:03:22,536 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 11:03:36,127 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 11:03:49,502 - icews14_both - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.20237, Head : 0.15606, Avg : 0.17921 + +2023-06-20 11:03:50,766 - icews14_both - [INFO] - [Epoch 6]: Training Loss: 0.0023764, Valid MRR: 0.17921, + + + +2023-06-20 11:03:51,411 - icews14_both - [INFO] - [E:7| 0]: Train Loss:0.002394, Val MRR:0.17921, icews14_both +2023-06-20 11:04:54,125 - icews14_both - [INFO] - [E:7| 100]: Train Loss:0.0023443, Val MRR:0.17921, icews14_both +2023-06-20 11:05:56,834 - icews14_both - [INFO] - [E:7| 200]: Train Loss:0.0023432, Val MRR:0.17921, icews14_both +2023-06-20 11:06:59,615 - icews14_both - [INFO] - [E:7| 300]: Train Loss:0.0023406, Val MRR:0.17921, icews14_both +2023-06-20 11:08:02,441 - icews14_both - [INFO] - [E:7| 400]: Train Loss:0.0023384, Val MRR:0.17921, icews14_both +2023-06-20 11:09:05,239 - icews14_both - [INFO] - [E:7| 500]: Train Loss:0.0023364, Val MRR:0.17921, icews14_both +2023-06-20 11:10:08,059 - icews14_both - [INFO] - [E:7| 600]: Train Loss:0.0023345, Val MRR:0.17921, icews14_both +2023-06-20 11:11:10,866 - icews14_both - [INFO] - [E:7| 700]: Train Loss:0.0023338, Val MRR:0.17921, icews14_both +2023-06-20 11:12:13,599 - icews14_both - [INFO] - [E:7| 800]: Train Loss:0.0023318, Val MRR:0.17921, icews14_both +2023-06-20 11:13:16,314 - icews14_both - [INFO] - [E:7| 900]: Train Loss:0.0023297, Val MRR:0.17921, icews14_both +2023-06-20 11:14:00,410 - icews14_both - [INFO] - [Epoch:7]: Training Loss:0.002328 + +2023-06-20 11:14:00,626 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 11:14:14,218 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 11:14:27,618 - icews14_both - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.24272, Head : 0.1963, Avg : 0.21951 + +2023-06-20 11:14:28,876 - icews14_both - [INFO] - [Epoch 7]: Training Loss: 0.0023279, Valid MRR: 0.21951, + + + +2023-06-20 11:14:29,520 - icews14_both - [INFO] - [E:8| 0]: Train Loss:0.0022688, Val MRR:0.21951, icews14_both +2023-06-20 11:15:32,258 - icews14_both - [INFO] - [E:8| 100]: Train Loss:0.0022951, Val MRR:0.21951, icews14_both +2023-06-20 11:16:34,960 - icews14_both - [INFO] - [E:8| 200]: Train Loss:0.0022958, Val MRR:0.21951, icews14_both +2023-06-20 11:17:37,665 - icews14_both - [INFO] - [E:8| 300]: Train Loss:0.0022952, Val MRR:0.21951, icews14_both +2023-06-20 11:18:40,479 - icews14_both - [INFO] - [E:8| 400]: Train Loss:0.0022937, Val MRR:0.21951, icews14_both +2023-06-20 11:19:43,268 - icews14_both - [INFO] - [E:8| 500]: Train Loss:0.0022915, Val MRR:0.21951, icews14_both +2023-06-20 11:20:46,088 - icews14_both - [INFO] - [E:8| 600]: Train Loss:0.0022899, Val MRR:0.21951, icews14_both +2023-06-20 11:21:48,900 - icews14_both - [INFO] - [E:8| 700]: Train Loss:0.0022873, Val MRR:0.21951, icews14_both +2023-06-20 11:22:51,699 - icews14_both - [INFO] - [E:8| 800]: Train Loss:0.0022851, Val MRR:0.21951, icews14_both +2023-06-20 11:23:54,511 - icews14_both - [INFO] - [E:8| 900]: Train Loss:0.0022828, Val MRR:0.21951, icews14_both +2023-06-20 11:24:38,662 - icews14_both - [INFO] - [Epoch:8]: Training Loss:0.002281 + +2023-06-20 11:24:38,876 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 11:24:52,478 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 11:25:05,867 - icews14_both - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.28901, Head : 0.23344, Avg : 0.26123 + +2023-06-20 11:25:07,133 - icews14_both - [INFO] - [Epoch 8]: Training Loss: 0.0022814, Valid MRR: 0.26123, + + + +2023-06-20 11:25:07,771 - icews14_both - [INFO] - [E:9| 0]: Train Loss:0.0021959, Val MRR:0.26123, icews14_both +2023-06-20 11:26:10,577 - icews14_both - [INFO] - [E:9| 100]: Train Loss:0.0022475, Val MRR:0.26123, icews14_both +2023-06-20 11:27:13,293 - icews14_both - [INFO] - [E:9| 200]: Train Loss:0.0022489, Val MRR:0.26123, icews14_both +2023-06-20 11:28:16,019 - icews14_both - [INFO] - [E:9| 300]: Train Loss:0.002249, Val MRR:0.26123, icews14_both +2023-06-20 11:29:18,699 - icews14_both - [INFO] - [E:9| 400]: Train Loss:0.002249, Val MRR:0.26123, icews14_both +2023-06-20 11:30:21,407 - icews14_both - [INFO] - [E:9| 500]: Train Loss:0.0022469, Val MRR:0.26123, icews14_both +2023-06-20 11:31:24,154 - icews14_both - [INFO] - [E:9| 600]: Train Loss:0.0022459, Val MRR:0.26123, icews14_both +2023-06-20 11:32:26,862 - icews14_both - [INFO] - [E:9| 700]: Train Loss:0.0022441, Val MRR:0.26123, icews14_both +2023-06-20 11:33:29,563 - icews14_both - [INFO] - [E:9| 800]: Train Loss:0.0022432, Val MRR:0.26123, icews14_both +2023-06-20 11:34:32,296 - icews14_both - [INFO] - [E:9| 900]: Train Loss:0.0022405, Val MRR:0.26123, icews14_both +2023-06-20 11:35:16,399 - icews14_both - [INFO] - [Epoch:9]: Training Loss:0.002239 + +2023-06-20 11:35:16,612 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 11:35:30,209 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 11:35:43,592 - icews14_both - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.31107, Head : 0.25273, Avg : 0.2819 + MR: Tail : 378.45, Head : 415.59, Avg : 397.02 + Hit-1: Tail : 0.22141, Head : 0.17222, Avg : 0.19681 + Hit-3: Tail : 0.35067, Head : 0.27487, Avg : 0.31277 + Hit-10: Tail : 0.47687, Head : 0.41877, Avg : 0.44782 +2023-06-20 11:35:44,831 - icews14_both - [INFO] - [Epoch 9]: Training Loss: 0.0022394, Valid MRR: 0.2819, + + + +2023-06-20 11:35:45,474 - icews14_both - [INFO] - [E:10| 0]: Train Loss:0.0022452, Val MRR:0.2819, icews14_both +2023-06-20 11:36:48,274 - icews14_both - [INFO] - [E:10| 100]: Train Loss:0.0022043, Val MRR:0.2819, icews14_both +2023-06-20 11:37:51,094 - icews14_both - [INFO] - [E:10| 200]: Train Loss:0.0022101, Val MRR:0.2819, icews14_both +2023-06-20 11:38:53,891 - icews14_both - [INFO] - [E:10| 300]: Train Loss:0.0022091, Val MRR:0.2819, icews14_both +2023-06-20 11:39:56,663 - icews14_both - [INFO] - [E:10| 400]: Train Loss:0.0022059, Val MRR:0.2819, icews14_both +2023-06-20 11:40:59,464 - icews14_both - [INFO] - [E:10| 500]: Train Loss:0.0022065, Val MRR:0.2819, icews14_both +2023-06-20 11:42:02,273 - icews14_both - [INFO] - [E:10| 600]: Train Loss:0.0022063, Val MRR:0.2819, icews14_both +2023-06-20 11:43:05,069 - icews14_both - [INFO] - [E:10| 700]: Train Loss:0.0022055, Val MRR:0.2819, icews14_both +2023-06-20 11:44:07,915 - icews14_both - [INFO] - [E:10| 800]: Train Loss:0.0022047, Val MRR:0.2819, icews14_both +2023-06-20 11:45:10,764 - icews14_both - [INFO] - [E:10| 900]: Train Loss:0.0022041, Val MRR:0.2819, icews14_both +2023-06-20 11:45:54,930 - icews14_both - [INFO] - [Epoch:10]: Training Loss:0.002204 + +2023-06-20 11:45:55,144 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 11:46:08,727 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 11:46:22,090 - icews14_both - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.33137, Head : 0.27016, Avg : 0.30076 + +2023-06-20 11:46:23,364 - icews14_both - [INFO] - [Epoch 10]: Training Loss: 0.0022039, Valid MRR: 0.30076, + + + +2023-06-20 11:46:24,004 - icews14_both - [INFO] - [E:11| 0]: Train Loss:0.0022553, Val MRR:0.30076, icews14_both +2023-06-20 11:47:26,680 - icews14_both - [INFO] - [E:11| 100]: Train Loss:0.0021719, Val MRR:0.30076, icews14_both +2023-06-20 11:48:29,354 - icews14_both - [INFO] - [E:11| 200]: Train Loss:0.0021736, Val MRR:0.30076, icews14_both +2023-06-20 11:49:32,048 - icews14_both - [INFO] - [E:11| 300]: Train Loss:0.0021762, Val MRR:0.30076, icews14_both +2023-06-20 11:50:34,735 - icews14_both - [INFO] - [E:11| 400]: Train Loss:0.0021764, Val MRR:0.30076, icews14_both +2023-06-20 11:51:37,421 - icews14_both - [INFO] - [E:11| 500]: Train Loss:0.002175, Val MRR:0.30076, icews14_both +2023-06-20 11:52:40,078 - icews14_both - [INFO] - [E:11| 600]: Train Loss:0.0021742, Val MRR:0.30076, icews14_both +2023-06-20 11:53:42,772 - icews14_both - [INFO] - [E:11| 700]: Train Loss:0.0021726, Val MRR:0.30076, icews14_both +2023-06-20 11:54:45,442 - icews14_both - [INFO] - [E:11| 800]: Train Loss:0.0021726, Val MRR:0.30076, icews14_both +2023-06-20 11:55:48,125 - icews14_both - [INFO] - [E:11| 900]: Train Loss:0.0021717, Val MRR:0.30076, icews14_both +2023-06-20 11:56:32,196 - icews14_both - [INFO] - [Epoch:11]: Training Loss:0.002172 + +2023-06-20 11:56:32,414 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 11:56:45,994 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 11:56:59,397 - icews14_both - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.34728, Head : 0.28068, Avg : 0.31398 + +2023-06-20 11:57:00,659 - icews14_both - [INFO] - [Epoch 11]: Training Loss: 0.0021716, Valid MRR: 0.31398, + + + +2023-06-20 11:57:01,298 - icews14_both - [INFO] - [E:12| 0]: Train Loss:0.0021803, Val MRR:0.31398, icews14_both +2023-06-20 11:58:04,031 - icews14_both - [INFO] - [E:12| 100]: Train Loss:0.0021506, Val MRR:0.31398, icews14_both +2023-06-20 11:59:06,729 - icews14_both - [INFO] - [E:12| 200]: Train Loss:0.0021476, Val MRR:0.31398, icews14_both +2023-06-20 12:00:09,444 - icews14_both - [INFO] - [E:12| 300]: Train Loss:0.0021455, Val MRR:0.31398, icews14_both +2023-06-20 12:01:12,157 - icews14_both - [INFO] - [E:12| 400]: Train Loss:0.0021453, Val MRR:0.31398, icews14_both +2023-06-20 12:02:14,866 - icews14_both - [INFO] - [E:12| 500]: Train Loss:0.0021448, Val MRR:0.31398, icews14_both +2023-06-20 12:03:17,581 - icews14_both - [INFO] - [E:12| 600]: Train Loss:0.0021443, Val MRR:0.31398, icews14_both +2023-06-20 12:04:20,288 - icews14_both - [INFO] - [E:12| 700]: Train Loss:0.0021446, Val MRR:0.31398, icews14_both +2023-06-20 12:05:23,001 - icews14_both - [INFO] - [E:12| 800]: Train Loss:0.0021438, Val MRR:0.31398, icews14_both +2023-06-20 12:06:25,758 - icews14_both - [INFO] - [E:12| 900]: Train Loss:0.0021428, Val MRR:0.31398, icews14_both +2023-06-20 12:07:09,904 - icews14_both - [INFO] - [Epoch:12]: Training Loss:0.002143 + +2023-06-20 12:07:10,118 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 12:07:23,721 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 12:07:37,111 - icews14_both - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.35468, Head : 0.29346, Avg : 0.32407 + +2023-06-20 12:07:38,327 - icews14_both - [INFO] - [Epoch 12]: Training Loss: 0.0021429, Valid MRR: 0.32407, + + + +2023-06-20 12:07:38,975 - icews14_both - [INFO] - [E:13| 0]: Train Loss:0.002044, Val MRR:0.32407, icews14_both +2023-06-20 12:08:41,709 - icews14_both - [INFO] - [E:13| 100]: Train Loss:0.0021127, Val MRR:0.32407, icews14_both +2023-06-20 12:09:44,447 - icews14_both - [INFO] - [E:13| 200]: Train Loss:0.0021171, Val MRR:0.32407, icews14_both +2023-06-20 12:10:47,180 - icews14_both - [INFO] - [E:13| 300]: Train Loss:0.0021166, Val MRR:0.32407, icews14_both +2023-06-20 12:11:49,911 - icews14_both - [INFO] - [E:13| 400]: Train Loss:0.002118, Val MRR:0.32407, icews14_both +2023-06-20 12:12:52,625 - icews14_both - [INFO] - [E:13| 500]: Train Loss:0.0021172, Val MRR:0.32407, icews14_both +2023-06-20 12:13:55,342 - icews14_both - [INFO] - [E:13| 600]: Train Loss:0.0021167, Val MRR:0.32407, icews14_both +2023-06-20 12:14:58,045 - icews14_both - [INFO] - [E:13| 700]: Train Loss:0.0021169, Val MRR:0.32407, icews14_both +2023-06-20 12:16:00,755 - icews14_both - [INFO] - [E:13| 800]: Train Loss:0.002117, Val MRR:0.32407, icews14_both +2023-06-20 12:17:03,478 - icews14_both - [INFO] - [E:13| 900]: Train Loss:0.0021173, Val MRR:0.32407, icews14_both +2023-06-20 12:17:47,568 - icews14_both - [INFO] - [Epoch:13]: Training Loss:0.002117 + +2023-06-20 12:17:47,781 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 12:18:01,364 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 12:18:14,749 - icews14_both - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.36224, Head : 0.3064, Avg : 0.33432 + +2023-06-20 12:18:16,022 - icews14_both - [INFO] - [Epoch 13]: Training Loss: 0.0021173, Valid MRR: 0.33432, + + + +2023-06-20 12:18:16,661 - icews14_both - [INFO] - [E:14| 0]: Train Loss:0.0021135, Val MRR:0.33432, icews14_both +2023-06-20 12:19:19,426 - icews14_both - [INFO] - [E:14| 100]: Train Loss:0.0020879, Val MRR:0.33432, icews14_both +2023-06-20 12:20:22,174 - icews14_both - [INFO] - [E:14| 200]: Train Loss:0.0020928, Val MRR:0.33432, icews14_both +2023-06-20 12:21:24,917 - icews14_both - [INFO] - [E:14| 300]: Train Loss:0.0020953, Val MRR:0.33432, icews14_both +2023-06-20 12:22:27,670 - icews14_both - [INFO] - [E:14| 400]: Train Loss:0.0020939, Val MRR:0.33432, icews14_both +2023-06-20 12:23:30,443 - icews14_both - [INFO] - [E:14| 500]: Train Loss:0.0020947, Val MRR:0.33432, icews14_both +2023-06-20 12:24:33,143 - icews14_both - [INFO] - [E:14| 600]: Train Loss:0.0020936, Val MRR:0.33432, icews14_both +2023-06-20 12:25:36,158 - icews14_both - [INFO] - [E:14| 700]: Train Loss:0.0020926, Val MRR:0.33432, icews14_both +2023-06-20 12:26:38,931 - icews14_both - [INFO] - [E:14| 800]: Train Loss:0.0020921, Val MRR:0.33432, icews14_both +2023-06-20 12:27:41,705 - icews14_both - [INFO] - [E:14| 900]: Train Loss:0.0020916, Val MRR:0.33432, icews14_both +2023-06-20 12:28:25,857 - icews14_both - [INFO] - [Epoch:14]: Training Loss:0.002092 + +2023-06-20 12:28:26,070 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 12:28:39,689 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 12:28:54,119 - icews14_both - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.36874, Head : 0.31516, Avg : 0.34195 + +2023-06-20 12:28:57,486 - icews14_both - [INFO] - [Epoch 14]: Training Loss: 0.0020921, Valid MRR: 0.34195, + + + +2023-06-20 12:28:58,139 - icews14_both - [INFO] - [E:15| 0]: Train Loss:0.0020798, Val MRR:0.34195, icews14_both +2023-06-20 12:30:00,957 - icews14_both - [INFO] - [E:15| 100]: Train Loss:0.0020695, Val MRR:0.34195, icews14_both +2023-06-20 12:31:03,763 - icews14_both - [INFO] - [E:15| 200]: Train Loss:0.0020703, Val MRR:0.34195, icews14_both +2023-06-20 12:32:06,598 - icews14_both - [INFO] - [E:15| 300]: Train Loss:0.0020724, Val MRR:0.34195, icews14_both +2023-06-20 12:33:09,455 - icews14_both - [INFO] - [E:15| 400]: Train Loss:0.0020703, Val MRR:0.34195, icews14_both +2023-06-20 12:34:12,344 - icews14_both - [INFO] - [E:15| 500]: Train Loss:0.0020696, Val MRR:0.34195, icews14_both +2023-06-20 12:35:15,201 - icews14_both - [INFO] - [E:15| 600]: Train Loss:0.0020702, Val MRR:0.34195, icews14_both +2023-06-20 12:36:18,043 - icews14_both - [INFO] - [E:15| 700]: Train Loss:0.00207, Val MRR:0.34195, icews14_both +2023-06-20 12:37:20,889 - icews14_both - [INFO] - [E:15| 800]: Train Loss:0.0020693, Val MRR:0.34195, icews14_both +2023-06-20 12:38:23,771 - icews14_both - [INFO] - [E:15| 900]: Train Loss:0.0020697, Val MRR:0.34195, icews14_both +2023-06-20 12:39:07,952 - icews14_both - [INFO] - [Epoch:15]: Training Loss:0.00207 + +2023-06-20 12:39:08,167 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 12:39:21,791 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 12:39:35,198 - icews14_both - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.37555, Head : 0.3216, Avg : 0.34857 + +2023-06-20 12:39:40,941 - icews14_both - [INFO] - [Epoch 15]: Training Loss: 0.0020698, Valid MRR: 0.34857, + + + +2023-06-20 12:39:41,596 - icews14_both - [INFO] - [E:16| 0]: Train Loss:0.0020232, Val MRR:0.34857, icews14_both +2023-06-20 12:40:44,555 - icews14_both - [INFO] - [E:16| 100]: Train Loss:0.0020437, Val MRR:0.34857, icews14_both +2023-06-20 12:41:47,468 - icews14_both - [INFO] - [E:16| 200]: Train Loss:0.0020483, Val MRR:0.34857, icews14_both +2023-06-20 12:42:50,397 - icews14_both - [INFO] - [E:16| 300]: Train Loss:0.0020493, Val MRR:0.34857, icews14_both +2023-06-20 12:43:53,309 - icews14_both - [INFO] - [E:16| 400]: Train Loss:0.0020494, Val MRR:0.34857, icews14_both +2023-06-20 12:44:56,201 - icews14_both - [INFO] - [E:16| 500]: Train Loss:0.0020493, Val MRR:0.34857, icews14_both +2023-06-20 12:45:59,060 - icews14_both - [INFO] - [E:16| 600]: Train Loss:0.0020492, Val MRR:0.34857, icews14_both +2023-06-20 12:47:01,903 - icews14_both - [INFO] - [E:16| 700]: Train Loss:0.0020499, Val MRR:0.34857, icews14_both +2023-06-20 12:48:04,731 - icews14_both - [INFO] - [E:16| 800]: Train Loss:0.0020506, Val MRR:0.34857, icews14_both +2023-06-20 12:49:07,559 - icews14_both - [INFO] - [E:16| 900]: Train Loss:0.0020502, Val MRR:0.34857, icews14_both +2023-06-20 12:49:51,739 - icews14_both - [INFO] - [Epoch:16]: Training Loss:0.00205 + +2023-06-20 12:49:51,956 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 12:50:05,565 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 12:50:18,949 - icews14_both - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.38285, Head : 0.33001, Avg : 0.35643 + +2023-06-20 12:50:20,334 - icews14_both - [INFO] - [Epoch 16]: Training Loss: 0.0020502, Valid MRR: 0.35643, + + + +2023-06-20 12:50:20,977 - icews14_both - [INFO] - [E:17| 0]: Train Loss:0.0020674, Val MRR:0.35643, icews14_both +2023-06-20 12:51:23,793 - icews14_both - [INFO] - [E:17| 100]: Train Loss:0.002025, Val MRR:0.35643, icews14_both +2023-06-20 12:52:26,622 - icews14_both - [INFO] - [E:17| 200]: Train Loss:0.0020288, Val MRR:0.35643, icews14_both +2023-06-20 12:53:29,451 - icews14_both - [INFO] - [E:17| 300]: Train Loss:0.0020301, Val MRR:0.35643, icews14_both +2023-06-20 12:54:32,255 - icews14_both - [INFO] - [E:17| 400]: Train Loss:0.0020309, Val MRR:0.35643, icews14_both +2023-06-20 12:55:35,070 - icews14_both - [INFO] - [E:17| 500]: Train Loss:0.0020321, Val MRR:0.35643, icews14_both +2023-06-20 12:56:37,910 - icews14_both - [INFO] - [E:17| 600]: Train Loss:0.002033, Val MRR:0.35643, icews14_both +2023-06-20 12:57:40,768 - icews14_both - [INFO] - [E:17| 700]: Train Loss:0.0020334, Val MRR:0.35643, icews14_both +2023-06-20 12:58:43,585 - icews14_both - [INFO] - [E:17| 800]: Train Loss:0.002033, Val MRR:0.35643, icews14_both +2023-06-20 12:59:46,404 - icews14_both - [INFO] - [E:17| 900]: Train Loss:0.0020338, Val MRR:0.35643, icews14_both +2023-06-20 13:00:30,585 - icews14_both - [INFO] - [Epoch:17]: Training Loss:0.002034 + +2023-06-20 13:00:30,803 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 13:00:44,416 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 13:00:57,809 - icews14_both - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.38318, Head : 0.33317, Avg : 0.35818 + +2023-06-20 13:00:59,090 - icews14_both - [INFO] - [Epoch 17]: Training Loss: 0.0020339, Valid MRR: 0.35818, + + + +2023-06-20 13:00:59,736 - icews14_both - [INFO] - [E:18| 0]: Train Loss:0.0019766, Val MRR:0.35818, icews14_both +2023-06-20 13:02:02,554 - icews14_both - [INFO] - [E:18| 100]: Train Loss:0.0020132, Val MRR:0.35818, icews14_both +2023-06-20 13:03:05,391 - icews14_both - [INFO] - [E:18| 200]: Train Loss:0.0020122, Val MRR:0.35818, icews14_both +2023-06-20 13:04:08,209 - icews14_both - [INFO] - [E:18| 300]: Train Loss:0.0020124, Val MRR:0.35818, icews14_both +2023-06-20 13:05:11,053 - icews14_both - [INFO] - [E:18| 400]: Train Loss:0.002014, Val MRR:0.35818, icews14_both +2023-06-20 13:06:13,894 - icews14_both - [INFO] - [E:18| 500]: Train Loss:0.0020141, Val MRR:0.35818, icews14_both +2023-06-20 13:07:16,751 - icews14_both - [INFO] - [E:18| 600]: Train Loss:0.002015, Val MRR:0.35818, icews14_both +2023-06-20 13:08:19,688 - icews14_both - [INFO] - [E:18| 700]: Train Loss:0.0020166, Val MRR:0.35818, icews14_both +2023-06-20 13:09:22,595 - icews14_both - [INFO] - [E:18| 800]: Train Loss:0.0020185, Val MRR:0.35818, icews14_both +2023-06-20 13:10:26,598 - icews14_both - [INFO] - [E:18| 900]: Train Loss:0.0020192, Val MRR:0.35818, icews14_both +2023-06-20 13:11:10,773 - icews14_both - [INFO] - [Epoch:18]: Training Loss:0.002019 + +2023-06-20 13:11:11,218 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 13:11:24,854 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 13:11:38,264 - icews14_both - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.39204, Head : 0.34097, Avg : 0.3665 + +2023-06-20 13:11:40,583 - icews14_both - [INFO] - [Epoch 18]: Training Loss: 0.0020192, Valid MRR: 0.3665, + + + +2023-06-20 13:11:41,227 - icews14_both - [INFO] - [E:19| 0]: Train Loss:0.002034, Val MRR:0.3665, icews14_both +2023-06-20 13:12:44,094 - icews14_both - [INFO] - [E:19| 100]: Train Loss:0.0020008, Val MRR:0.3665, icews14_both +2023-06-20 13:13:46,975 - icews14_both - [INFO] - [E:19| 200]: Train Loss:0.0019994, Val MRR:0.3665, icews14_both +2023-06-20 13:14:49,842 - icews14_both - [INFO] - [E:19| 300]: Train Loss:0.0020006, Val MRR:0.3665, icews14_both +2023-06-20 13:15:52,669 - icews14_both - [INFO] - [E:19| 400]: Train Loss:0.0020027, Val MRR:0.3665, icews14_both +2023-06-20 13:16:55,483 - icews14_both - [INFO] - [E:19| 500]: Train Loss:0.0020033, Val MRR:0.3665, icews14_both +2023-06-20 13:17:58,304 - icews14_both - [INFO] - [E:19| 600]: Train Loss:0.0020051, Val MRR:0.3665, icews14_both +2023-06-20 13:19:01,127 - icews14_both - [INFO] - [E:19| 700]: Train Loss:0.0020059, Val MRR:0.3665, icews14_both +2023-06-20 13:20:03,965 - icews14_both - [INFO] - [E:19| 800]: Train Loss:0.0020066, Val MRR:0.3665, icews14_both +2023-06-20 13:21:06,786 - icews14_both - [INFO] - [E:19| 900]: Train Loss:0.0020066, Val MRR:0.3665, icews14_both +2023-06-20 13:21:50,958 - icews14_both - [INFO] - [Epoch:19]: Training Loss:0.002007 + +2023-06-20 13:21:51,176 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 13:22:04,792 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 13:22:18,200 - icews14_both - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.39377, Head : 0.34227, Avg : 0.36802 + MR: Tail : 248.09, Head : 269.88, Avg : 258.98 + Hit-1: Tail : 0.2922, Head : 0.2413, Avg : 0.26675 + Hit-3: Tail : 0.44257, Head : 0.38704, Avg : 0.41481 + Hit-10: Tail : 0.58684, Head : 0.53765, Avg : 0.56225 +2023-06-20 13:22:20,838 - icews14_both - [INFO] - [Epoch 19]: Training Loss: 0.002007, Valid MRR: 0.36802, + + + +2023-06-20 13:22:21,494 - icews14_both - [INFO] - [E:20| 0]: Train Loss:0.0019812, Val MRR:0.36802, icews14_both +2023-06-20 13:23:24,315 - icews14_both - [INFO] - [E:20| 100]: Train Loss:0.0019862, Val MRR:0.36802, icews14_both +2023-06-20 13:24:27,097 - icews14_both - [INFO] - [E:20| 200]: Train Loss:0.0019889, Val MRR:0.36802, icews14_both +2023-06-20 13:25:29,882 - icews14_both - [INFO] - [E:20| 300]: Train Loss:0.0019896, Val MRR:0.36802, icews14_both +2023-06-20 13:26:32,662 - icews14_both - [INFO] - [E:20| 400]: Train Loss:0.00199, Val MRR:0.36802, icews14_both +2023-06-20 13:27:35,420 - icews14_both - [INFO] - [E:20| 500]: Train Loss:0.0019919, Val MRR:0.36802, icews14_both +2023-06-20 13:28:38,126 - icews14_both - [INFO] - [E:20| 600]: Train Loss:0.001992, Val MRR:0.36802, icews14_both +2023-06-20 13:29:40,861 - icews14_both - [INFO] - [E:20| 700]: Train Loss:0.001993, Val MRR:0.36802, icews14_both +2023-06-20 13:30:43,584 - icews14_both - [INFO] - [E:20| 800]: Train Loss:0.0019937, Val MRR:0.36802, icews14_both +2023-06-20 13:31:46,329 - icews14_both - [INFO] - [E:20| 900]: Train Loss:0.0019945, Val MRR:0.36802, icews14_both +2023-06-20 13:32:30,448 - icews14_both - [INFO] - [Epoch:20]: Training Loss:0.001995 + +2023-06-20 13:32:30,666 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 13:32:44,263 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 13:32:57,653 - icews14_both - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.39763, Head : 0.34556, Avg : 0.37159 + +2023-06-20 13:32:58,922 - icews14_both - [INFO] - [Epoch 20]: Training Loss: 0.0019947, Valid MRR: 0.37159, + + + +2023-06-20 13:32:59,564 - icews14_both - [INFO] - [E:21| 0]: Train Loss:0.0019794, Val MRR:0.37159, icews14_both +2023-06-20 13:34:02,280 - icews14_both - [INFO] - [E:21| 100]: Train Loss:0.0019666, Val MRR:0.37159, icews14_both +2023-06-20 13:35:04,996 - icews14_both - [INFO] - [E:21| 200]: Train Loss:0.0019711, Val MRR:0.37159, icews14_both +2023-06-20 13:36:07,712 - icews14_both - [INFO] - [E:21| 300]: Train Loss:0.0019728, Val MRR:0.37159, icews14_both +2023-06-20 13:37:10,426 - icews14_both - [INFO] - [E:21| 400]: Train Loss:0.0019771, Val MRR:0.37159, icews14_both +2023-06-20 13:38:13,155 - icews14_both - [INFO] - [E:21| 500]: Train Loss:0.0019785, Val MRR:0.37159, icews14_both +2023-06-20 13:39:15,868 - icews14_both - [INFO] - [E:21| 600]: Train Loss:0.0019797, Val MRR:0.37159, icews14_both +2023-06-20 13:40:18,609 - icews14_both - [INFO] - [E:21| 700]: Train Loss:0.001981, Val MRR:0.37159, icews14_both +2023-06-20 13:41:21,349 - icews14_both - [INFO] - [E:21| 800]: Train Loss:0.0019823, Val MRR:0.37159, icews14_both +2023-06-20 13:42:24,078 - icews14_both - [INFO] - [E:21| 900]: Train Loss:0.0019837, Val MRR:0.37159, icews14_both +2023-06-20 13:43:08,214 - icews14_both - [INFO] - [Epoch:21]: Training Loss:0.001984 + +2023-06-20 13:43:08,428 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 13:43:22,022 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 13:43:35,410 - icews14_both - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.39574, Head : 0.34916, Avg : 0.37245 + +2023-06-20 13:43:36,690 - icews14_both - [INFO] - [Epoch 21]: Training Loss: 0.0019843, Valid MRR: 0.37245, + + + +2023-06-20 13:43:37,333 - icews14_both - [INFO] - [E:22| 0]: Train Loss:0.0019412, Val MRR:0.37245, icews14_both +2023-06-20 13:44:40,046 - icews14_both - [INFO] - [E:22| 100]: Train Loss:0.0019707, Val MRR:0.37245, icews14_both +2023-06-20 13:45:42,760 - icews14_both - [INFO] - [E:22| 200]: Train Loss:0.0019678, Val MRR:0.37245, icews14_both +2023-06-20 13:46:45,511 - icews14_both - [INFO] - [E:22| 300]: Train Loss:0.0019673, Val MRR:0.37245, icews14_both +2023-06-20 13:47:48,248 - icews14_both - [INFO] - [E:22| 400]: Train Loss:0.0019687, Val MRR:0.37245, icews14_both +2023-06-20 13:48:50,960 - icews14_both - [INFO] - [E:22| 500]: Train Loss:0.0019698, Val MRR:0.37245, icews14_both +2023-06-20 13:49:53,662 - icews14_both - [INFO] - [E:22| 600]: Train Loss:0.0019704, Val MRR:0.37245, icews14_both +2023-06-20 13:50:56,386 - icews14_both - [INFO] - [E:22| 700]: Train Loss:0.0019721, Val MRR:0.37245, icews14_both +2023-06-20 13:51:59,116 - icews14_both - [INFO] - [E:22| 800]: Train Loss:0.0019724, Val MRR:0.37245, icews14_both +2023-06-20 13:53:01,824 - icews14_both - [INFO] - [E:22| 900]: Train Loss:0.0019732, Val MRR:0.37245, icews14_both +2023-06-20 13:53:45,929 - icews14_both - [INFO] - [Epoch:22]: Training Loss:0.001974 + +2023-06-20 13:53:46,146 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 13:53:59,741 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 13:54:13,129 - icews14_both - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.4, Head : 0.3472, Avg : 0.3736 + +2023-06-20 13:54:14,401 - icews14_both - [INFO] - [Epoch 22]: Training Loss: 0.0019745, Valid MRR: 0.3736, + + + +2023-06-20 13:54:15,047 - icews14_both - [INFO] - [E:23| 0]: Train Loss:0.0019568, Val MRR:0.3736, icews14_both +2023-06-20 13:55:17,760 - icews14_both - [INFO] - [E:23| 100]: Train Loss:0.001961, Val MRR:0.3736, icews14_both +2023-06-20 13:56:20,478 - icews14_both - [INFO] - [E:23| 200]: Train Loss:0.0019608, Val MRR:0.3736, icews14_both +2023-06-20 13:57:23,196 - icews14_both - [INFO] - [E:23| 300]: Train Loss:0.0019611, Val MRR:0.3736, icews14_both +2023-06-20 13:58:25,923 - icews14_both - [INFO] - [E:23| 400]: Train Loss:0.0019611, Val MRR:0.3736, icews14_both +2023-06-20 13:59:28,653 - icews14_both - [INFO] - [E:23| 500]: Train Loss:0.0019608, Val MRR:0.3736, icews14_both +2023-06-20 14:00:31,356 - icews14_both - [INFO] - [E:23| 600]: Train Loss:0.0019612, Val MRR:0.3736, icews14_both +2023-06-20 14:01:34,088 - icews14_both - [INFO] - [E:23| 700]: Train Loss:0.0019626, Val MRR:0.3736, icews14_both +2023-06-20 14:02:36,817 - icews14_both - [INFO] - [E:23| 800]: Train Loss:0.0019635, Val MRR:0.3736, icews14_both +2023-06-20 14:03:39,524 - icews14_both - [INFO] - [E:23| 900]: Train Loss:0.0019641, Val MRR:0.3736, icews14_both +2023-06-20 14:04:23,642 - icews14_both - [INFO] - [Epoch:23]: Training Loss:0.001965 + +2023-06-20 14:04:23,856 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 14:04:37,464 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 14:04:50,846 - icews14_both - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.40031, Head : 0.35305, Avg : 0.37668 + +2023-06-20 14:04:52,125 - icews14_both - [INFO] - [Epoch 23]: Training Loss: 0.0019651, Valid MRR: 0.37668, + + + +2023-06-20 14:04:52,763 - icews14_both - [INFO] - [E:24| 0]: Train Loss:0.0019875, Val MRR:0.37668, icews14_both +2023-06-20 14:05:55,480 - icews14_both - [INFO] - [E:24| 100]: Train Loss:0.0019462, Val MRR:0.37668, icews14_both +2023-06-20 14:06:58,200 - icews14_both - [INFO] - [E:24| 200]: Train Loss:0.0019467, Val MRR:0.37668, icews14_both +2023-06-20 14:08:00,881 - icews14_both - [INFO] - [E:24| 300]: Train Loss:0.0019474, Val MRR:0.37668, icews14_both +2023-06-20 14:09:03,609 - icews14_both - [INFO] - [E:24| 400]: Train Loss:0.0019501, Val MRR:0.37668, icews14_both +2023-06-20 14:10:06,352 - icews14_both - [INFO] - [E:24| 500]: Train Loss:0.0019512, Val MRR:0.37668, icews14_both +2023-06-20 14:11:09,113 - icews14_both - [INFO] - [E:24| 600]: Train Loss:0.0019524, Val MRR:0.37668, icews14_both +2023-06-20 14:12:11,872 - icews14_both - [INFO] - [E:24| 700]: Train Loss:0.0019541, Val MRR:0.37668, icews14_both +2023-06-20 14:13:14,607 - icews14_both - [INFO] - [E:24| 800]: Train Loss:0.0019552, Val MRR:0.37668, icews14_both +2023-06-20 14:14:17,313 - icews14_both - [INFO] - [E:24| 900]: Train Loss:0.0019557, Val MRR:0.37668, icews14_both +2023-06-20 14:15:01,430 - icews14_both - [INFO] - [Epoch:24]: Training Loss:0.001957 + +2023-06-20 14:15:01,647 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 14:15:15,248 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 14:15:28,643 - icews14_both - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.40289, Head : 0.35296, Avg : 0.37793 + +2023-06-20 14:15:29,948 - icews14_both - [INFO] - [Epoch 24]: Training Loss: 0.0019566, Valid MRR: 0.37793, + + + +2023-06-20 14:15:30,590 - icews14_both - [INFO] - [E:25| 0]: Train Loss:0.00187, Val MRR:0.37793, icews14_both +2023-06-20 14:16:33,350 - icews14_both - [INFO] - [E:25| 100]: Train Loss:0.0019385, Val MRR:0.37793, icews14_both +2023-06-20 14:17:36,116 - icews14_both - [INFO] - [E:25| 200]: Train Loss:0.0019397, Val MRR:0.37793, icews14_both +2023-06-20 14:18:38,881 - icews14_both - [INFO] - [E:25| 300]: Train Loss:0.0019409, Val MRR:0.37793, icews14_both +2023-06-20 14:19:41,678 - icews14_both - [INFO] - [E:25| 400]: Train Loss:0.0019412, Val MRR:0.37793, icews14_both +2023-06-20 14:20:44,528 - icews14_both - [INFO] - [E:25| 500]: Train Loss:0.0019425, Val MRR:0.37793, icews14_both +2023-06-20 14:21:47,394 - icews14_both - [INFO] - [E:25| 600]: Train Loss:0.0019449, Val MRR:0.37793, icews14_both +2023-06-20 14:22:50,210 - icews14_both - [INFO] - [E:25| 700]: Train Loss:0.001946, Val MRR:0.37793, icews14_both +2023-06-20 14:23:53,082 - icews14_both - [INFO] - [E:25| 800]: Train Loss:0.001947, Val MRR:0.37793, icews14_both +2023-06-20 14:24:55,999 - icews14_both - [INFO] - [E:25| 900]: Train Loss:0.001948, Val MRR:0.37793, icews14_both +2023-06-20 14:25:40,262 - icews14_both - [INFO] - [Epoch:25]: Training Loss:0.001949 + +2023-06-20 14:25:40,475 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 14:25:54,109 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 14:26:07,530 - icews14_both - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.40253, Head : 0.35345, Avg : 0.37799 + +2023-06-20 14:26:08,765 - icews14_both - [INFO] - [Epoch 25]: Training Loss: 0.0019487, Valid MRR: 0.37799, + + + +2023-06-20 14:26:09,407 - icews14_both - [INFO] - [E:26| 0]: Train Loss:0.0019037, Val MRR:0.37799, icews14_both +2023-06-20 14:27:12,310 - icews14_both - [INFO] - [E:26| 100]: Train Loss:0.0019234, Val MRR:0.37799, icews14_both +2023-06-20 14:28:15,231 - icews14_both - [INFO] - [E:26| 200]: Train Loss:0.0019281, Val MRR:0.37799, icews14_both +2023-06-20 14:29:18,143 - icews14_both - [INFO] - [E:26| 300]: Train Loss:0.001932, Val MRR:0.37799, icews14_both +2023-06-20 14:30:21,055 - icews14_both - [INFO] - [E:26| 400]: Train Loss:0.0019329, Val MRR:0.37799, icews14_both +2023-06-20 14:31:23,850 - icews14_both - [INFO] - [E:26| 500]: Train Loss:0.0019354, Val MRR:0.37799, icews14_both +2023-06-20 14:32:26,680 - icews14_both - [INFO] - [E:26| 600]: Train Loss:0.0019369, Val MRR:0.37799, icews14_both +2023-06-20 14:33:29,518 - icews14_both - [INFO] - [E:26| 700]: Train Loss:0.0019385, Val MRR:0.37799, icews14_both +2023-06-20 14:34:32,365 - icews14_both - [INFO] - [E:26| 800]: Train Loss:0.0019396, Val MRR:0.37799, icews14_both +2023-06-20 14:35:35,174 - icews14_both - [INFO] - [E:26| 900]: Train Loss:0.0019407, Val MRR:0.37799, icews14_both +2023-06-20 14:36:19,366 - icews14_both - [INFO] - [Epoch:26]: Training Loss:0.001941 + +2023-06-20 14:36:19,579 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 14:36:33,198 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 14:36:46,618 - icews14_both - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.4036, Head : 0.35517, Avg : 0.37939 + +2023-06-20 14:36:47,952 - icews14_both - [INFO] - [Epoch 26]: Training Loss: 0.001941, Valid MRR: 0.37939, + + + +2023-06-20 14:36:48,592 - icews14_both - [INFO] - [E:27| 0]: Train Loss:0.0019495, Val MRR:0.37939, icews14_both +2023-06-20 14:37:51,435 - icews14_both - [INFO] - [E:27| 100]: Train Loss:0.0019237, Val MRR:0.37939, icews14_both +2023-06-20 14:38:54,278 - icews14_both - [INFO] - [E:27| 200]: Train Loss:0.0019252, Val MRR:0.37939, icews14_both +2023-06-20 14:39:57,047 - icews14_both - [INFO] - [E:27| 300]: Train Loss:0.0019256, Val MRR:0.37939, icews14_both +2023-06-20 14:40:59,923 - icews14_both - [INFO] - [E:27| 400]: Train Loss:0.0019274, Val MRR:0.37939, icews14_both +2023-06-20 14:42:02,829 - icews14_both - [INFO] - [E:27| 500]: Train Loss:0.0019289, Val MRR:0.37939, icews14_both +2023-06-20 14:43:05,744 - icews14_both - [INFO] - [E:27| 600]: Train Loss:0.0019291, Val MRR:0.37939, icews14_both +2023-06-20 14:44:08,662 - icews14_both - [INFO] - [E:27| 700]: Train Loss:0.0019305, Val MRR:0.37939, icews14_both +2023-06-20 14:45:11,573 - icews14_both - [INFO] - [E:27| 800]: Train Loss:0.0019313, Val MRR:0.37939, icews14_both +2023-06-20 14:46:14,484 - icews14_both - [INFO] - [E:27| 900]: Train Loss:0.0019333, Val MRR:0.37939, icews14_both +2023-06-20 14:46:58,701 - icews14_both - [INFO] - [Epoch:27]: Training Loss:0.001934 + +2023-06-20 14:46:58,914 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 14:47:12,537 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 14:47:25,942 - icews14_both - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.40873, Head : 0.35604, Avg : 0.38239 + +2023-06-20 14:47:27,253 - icews14_both - [INFO] - [Epoch 27]: Training Loss: 0.001934, Valid MRR: 0.38239, + + + +2023-06-20 14:47:27,891 - icews14_both - [INFO] - [E:28| 0]: Train Loss:0.0019209, Val MRR:0.38239, icews14_both +2023-06-20 14:48:30,756 - icews14_both - [INFO] - [E:28| 100]: Train Loss:0.0019147, Val MRR:0.38239, icews14_both +2023-06-20 14:49:33,595 - icews14_both - [INFO] - [E:28| 200]: Train Loss:0.0019137, Val MRR:0.38239, icews14_both +2023-06-20 14:50:36,407 - icews14_both - [INFO] - [E:28| 300]: Train Loss:0.001914, Val MRR:0.38239, icews14_both +2023-06-20 14:51:39,230 - icews14_both - [INFO] - [E:28| 400]: Train Loss:0.0019172, Val MRR:0.38239, icews14_both +2023-06-20 14:52:42,064 - icews14_both - [INFO] - [E:28| 500]: Train Loss:0.0019199, Val MRR:0.38239, icews14_both +2023-06-20 14:53:44,902 - icews14_both - [INFO] - [E:28| 600]: Train Loss:0.0019223, Val MRR:0.38239, icews14_both +2023-06-20 14:54:47,746 - icews14_both - [INFO] - [E:28| 700]: Train Loss:0.0019242, Val MRR:0.38239, icews14_both +2023-06-20 14:55:50,594 - icews14_both - [INFO] - [E:28| 800]: Train Loss:0.0019253, Val MRR:0.38239, icews14_both +2023-06-20 14:56:53,446 - icews14_both - [INFO] - [E:28| 900]: Train Loss:0.0019262, Val MRR:0.38239, icews14_both +2023-06-20 14:57:37,639 - icews14_both - [INFO] - [Epoch:28]: Training Loss:0.001927 + +2023-06-20 14:57:37,852 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 14:57:51,478 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 14:58:04,907 - icews14_both - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.40914, Head : 0.35502, Avg : 0.38208 + +2023-06-20 14:58:04,907 - icews14_both - [INFO] - [Epoch 28]: Training Loss: 0.001927, Valid MRR: 0.38239, + + + +2023-06-20 14:58:05,551 - icews14_both - [INFO] - [E:29| 0]: Train Loss:0.0019502, Val MRR:0.38239, icews14_both +2023-06-20 14:59:08,419 - icews14_both - [INFO] - [E:29| 100]: Train Loss:0.0019115, Val MRR:0.38239, icews14_both +2023-06-20 15:00:11,274 - icews14_both - [INFO] - [E:29| 200]: Train Loss:0.0019126, Val MRR:0.38239, icews14_both +2023-06-20 15:01:14,122 - icews14_both - [INFO] - [E:29| 300]: Train Loss:0.0019149, Val MRR:0.38239, icews14_both +2023-06-20 15:02:16,992 - icews14_both - [INFO] - [E:29| 400]: Train Loss:0.0019165, Val MRR:0.38239, icews14_both +2023-06-20 15:03:19,829 - icews14_both - [INFO] - [E:29| 500]: Train Loss:0.0019169, Val MRR:0.38239, icews14_both +2023-06-20 15:04:22,657 - icews14_both - [INFO] - [E:29| 600]: Train Loss:0.0019167, Val MRR:0.38239, icews14_both +2023-06-20 15:05:25,520 - icews14_both - [INFO] - [E:29| 700]: Train Loss:0.0019182, Val MRR:0.38239, icews14_both +2023-06-20 15:06:28,344 - icews14_both - [INFO] - [E:29| 800]: Train Loss:0.0019188, Val MRR:0.38239, icews14_both +2023-06-20 15:07:31,211 - icews14_both - [INFO] - [E:29| 900]: Train Loss:0.0019206, Val MRR:0.38239, icews14_both +2023-06-20 15:08:15,390 - icews14_both - [INFO] - [Epoch:29]: Training Loss:0.001921 + +2023-06-20 15:08:15,604 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 15:08:29,258 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 15:08:42,697 - icews14_both - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.40829, Head : 0.35865, Avg : 0.38347 + MR: Tail : 278.42, Head : 294.93, Avg : 286.67 + Hit-1: Tail : 0.30233, Head : 0.25632, Avg : 0.27932 + Hit-3: Tail : 0.46161, Head : 0.40181, Avg : 0.43171 + Hit-10: Tail : 0.60845, Head : 0.56548, Avg : 0.58696 +2023-06-20 15:08:43,949 - icews14_both - [INFO] - [Epoch 29]: Training Loss: 0.0019207, Valid MRR: 0.38347, + + + +2023-06-20 15:08:44,593 - icews14_both - [INFO] - [E:30| 0]: Train Loss:0.0019415, Val MRR:0.38347, icews14_both +2023-06-20 15:09:47,416 - icews14_both - [INFO] - [E:30| 100]: Train Loss:0.0018995, Val MRR:0.38347, icews14_both +2023-06-20 15:10:50,186 - icews14_both - [INFO] - [E:30| 200]: Train Loss:0.0019042, Val MRR:0.38347, icews14_both +2023-06-20 15:11:53,011 - icews14_both - [INFO] - [E:30| 300]: Train Loss:0.0019067, Val MRR:0.38347, icews14_both +2023-06-20 15:12:55,891 - icews14_both - [INFO] - [E:30| 400]: Train Loss:0.0019072, Val MRR:0.38347, icews14_both +2023-06-20 15:13:58,676 - icews14_both - [INFO] - [E:30| 500]: Train Loss:0.0019089, Val MRR:0.38347, icews14_both +2023-06-20 15:15:01,440 - icews14_both - [INFO] - [E:30| 600]: Train Loss:0.0019107, Val MRR:0.38347, icews14_both +2023-06-20 15:16:04,230 - icews14_both - [INFO] - [E:30| 700]: Train Loss:0.0019126, Val MRR:0.38347, icews14_both +2023-06-20 15:17:07,159 - icews14_both - [INFO] - [E:30| 800]: Train Loss:0.0019137, Val MRR:0.38347, icews14_both +2023-06-20 15:18:10,106 - icews14_both - [INFO] - [E:30| 900]: Train Loss:0.0019144, Val MRR:0.38347, icews14_both +2023-06-20 15:18:54,272 - icews14_both - [INFO] - [Epoch:30]: Training Loss:0.001915 + +2023-06-20 15:18:54,485 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 15:19:08,121 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 15:19:21,553 - icews14_both - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.41073, Head : 0.35823, Avg : 0.38448 + +2023-06-20 15:19:22,913 - icews14_both - [INFO] - [Epoch 30]: Training Loss: 0.0019152, Valid MRR: 0.38448, + + + +2023-06-20 15:19:23,555 - icews14_both - [INFO] - [E:31| 0]: Train Loss:0.0019151, Val MRR:0.38448, icews14_both +2023-06-20 15:20:26,423 - icews14_both - [INFO] - [E:31| 100]: Train Loss:0.0018942, Val MRR:0.38448, icews14_both +2023-06-20 15:21:29,187 - icews14_both - [INFO] - [E:31| 200]: Train Loss:0.0018978, Val MRR:0.38448, icews14_both +2023-06-20 15:22:31,952 - icews14_both - [INFO] - [E:31| 300]: Train Loss:0.0018993, Val MRR:0.38448, icews14_both +2023-06-20 15:23:34,713 - icews14_both - [INFO] - [E:31| 400]: Train Loss:0.001901, Val MRR:0.38448, icews14_both +2023-06-20 15:24:37,440 - icews14_both - [INFO] - [E:31| 500]: Train Loss:0.0019013, Val MRR:0.38448, icews14_both +2023-06-20 15:25:40,205 - icews14_both - [INFO] - [E:31| 600]: Train Loss:0.0019032, Val MRR:0.38448, icews14_both +2023-06-20 15:26:42,987 - icews14_both - [INFO] - [E:31| 700]: Train Loss:0.0019046, Val MRR:0.38448, icews14_both +2023-06-20 15:27:45,741 - icews14_both - [INFO] - [E:31| 800]: Train Loss:0.0019061, Val MRR:0.38448, icews14_both +2023-06-20 15:28:48,551 - icews14_both - [INFO] - [E:31| 900]: Train Loss:0.0019078, Val MRR:0.38448, icews14_both +2023-06-20 15:29:32,763 - icews14_both - [INFO] - [Epoch:31]: Training Loss:0.001909 + +2023-06-20 15:29:32,982 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 15:29:46,621 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 15:30:00,022 - icews14_both - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.41035, Head : 0.36054, Avg : 0.38544 + +2023-06-20 15:30:01,332 - icews14_both - [INFO] - [Epoch 31]: Training Loss: 0.0019089, Valid MRR: 0.38544, + + + +2023-06-20 15:30:01,978 - icews14_both - [INFO] - [E:32| 0]: Train Loss:0.0018663, Val MRR:0.38544, icews14_both +2023-06-20 15:31:04,952 - icews14_both - [INFO] - [E:32| 100]: Train Loss:0.0018954, Val MRR:0.38544, icews14_both +2023-06-20 15:32:07,787 - icews14_both - [INFO] - [E:32| 200]: Train Loss:0.0018938, Val MRR:0.38544, icews14_both +2023-06-20 15:33:10,626 - icews14_both - [INFO] - [E:32| 300]: Train Loss:0.0018939, Val MRR:0.38544, icews14_both +2023-06-20 15:34:13,476 - icews14_both - [INFO] - [E:32| 400]: Train Loss:0.0018954, Val MRR:0.38544, icews14_both +2023-06-20 15:35:16,333 - icews14_both - [INFO] - [E:32| 500]: Train Loss:0.0018973, Val MRR:0.38544, icews14_both +2023-06-20 15:36:19,166 - icews14_both - [INFO] - [E:32| 600]: Train Loss:0.0018991, Val MRR:0.38544, icews14_both +2023-06-20 15:37:22,021 - icews14_both - [INFO] - [E:32| 700]: Train Loss:0.0019011, Val MRR:0.38544, icews14_both +2023-06-20 15:38:24,878 - icews14_both - [INFO] - [E:32| 800]: Train Loss:0.0019021, Val MRR:0.38544, icews14_both +2023-06-20 15:39:27,731 - icews14_both - [INFO] - [E:32| 900]: Train Loss:0.001903, Val MRR:0.38544, icews14_both +2023-06-20 15:40:11,848 - icews14_both - [INFO] - [Epoch:32]: Training Loss:0.001903 + +2023-06-20 15:40:12,062 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 15:40:25,697 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 15:40:39,130 - icews14_both - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.41288, Head : 0.3634, Avg : 0.38814 + +2023-06-20 15:40:40,430 - icews14_both - [INFO] - [Epoch 32]: Training Loss: 0.0019035, Valid MRR: 0.38814, + + + +2023-06-20 15:40:41,070 - icews14_both - [INFO] - [E:33| 0]: Train Loss:0.0018818, Val MRR:0.38814, icews14_both +2023-06-20 15:41:43,884 - icews14_both - [INFO] - [E:33| 100]: Train Loss:0.0018903, Val MRR:0.38814, icews14_both +2023-06-20 15:42:46,775 - icews14_both - [INFO] - [E:33| 200]: Train Loss:0.0018901, Val MRR:0.38814, icews14_both +2023-06-20 15:43:49,640 - icews14_both - [INFO] - [E:33| 300]: Train Loss:0.0018911, Val MRR:0.38814, icews14_both +2023-06-20 15:44:52,385 - icews14_both - [INFO] - [E:33| 400]: Train Loss:0.001892, Val MRR:0.38814, icews14_both +2023-06-20 15:45:55,142 - icews14_both - [INFO] - [E:33| 500]: Train Loss:0.0018939, Val MRR:0.38814, icews14_both +2023-06-20 15:46:57,938 - icews14_both - [INFO] - [E:33| 600]: Train Loss:0.0018942, Val MRR:0.38814, icews14_both +2023-06-20 15:48:00,788 - icews14_both - [INFO] - [E:33| 700]: Train Loss:0.0018952, Val MRR:0.38814, icews14_both +2023-06-20 15:49:03,640 - icews14_both - [INFO] - [E:33| 800]: Train Loss:0.0018961, Val MRR:0.38814, icews14_both +2023-06-20 15:50:06,497 - icews14_both - [INFO] - [E:33| 900]: Train Loss:0.0018971, Val MRR:0.38814, icews14_both +2023-06-20 15:50:50,716 - icews14_both - [INFO] - [Epoch:33]: Training Loss:0.001898 + +2023-06-20 15:50:50,927 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 15:51:04,537 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 15:51:17,937 - icews14_both - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.4122, Head : 0.36389, Avg : 0.38804 + +2023-06-20 15:51:17,937 - icews14_both - [INFO] - [Epoch 33]: Training Loss: 0.001898, Valid MRR: 0.38814, + + + +2023-06-20 15:51:18,573 - icews14_both - [INFO] - [E:34| 0]: Train Loss:0.0019149, Val MRR:0.38814, icews14_both +2023-06-20 15:52:21,345 - icews14_both - [INFO] - [E:34| 100]: Train Loss:0.0018762, Val MRR:0.38814, icews14_both +2023-06-20 15:53:24,135 - icews14_both - [INFO] - [E:34| 200]: Train Loss:0.0018818, Val MRR:0.38814, icews14_both +2023-06-20 15:54:26,933 - icews14_both - [INFO] - [E:34| 300]: Train Loss:0.0018842, Val MRR:0.38814, icews14_both +2023-06-20 15:55:29,737 - icews14_both - [INFO] - [E:34| 400]: Train Loss:0.0018854, Val MRR:0.38814, icews14_both +2023-06-20 15:56:32,503 - icews14_both - [INFO] - [E:34| 500]: Train Loss:0.0018875, Val MRR:0.38814, icews14_both +2023-06-20 15:57:35,291 - icews14_both - [INFO] - [E:34| 600]: Train Loss:0.0018875, Val MRR:0.38814, icews14_both +2023-06-20 15:58:38,064 - icews14_both - [INFO] - [E:34| 700]: Train Loss:0.0018894, Val MRR:0.38814, icews14_both +2023-06-20 15:59:40,833 - icews14_both - [INFO] - [E:34| 800]: Train Loss:0.0018905, Val MRR:0.38814, icews14_both +2023-06-20 16:00:43,657 - icews14_both - [INFO] - [E:34| 900]: Train Loss:0.001892, Val MRR:0.38814, icews14_both +2023-06-20 16:01:27,797 - icews14_both - [INFO] - [Epoch:34]: Training Loss:0.001893 + +2023-06-20 16:01:28,011 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 16:01:41,633 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 16:01:55,060 - icews14_both - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.41152, Head : 0.36386, Avg : 0.38769 + +2023-06-20 16:01:55,060 - icews14_both - [INFO] - [Epoch 34]: Training Loss: 0.0018932, Valid MRR: 0.38814, + + + +2023-06-20 16:01:55,698 - icews14_both - [INFO] - [E:35| 0]: Train Loss:0.0018404, Val MRR:0.38814, icews14_both +2023-06-20 16:02:58,475 - icews14_both - [INFO] - [E:35| 100]: Train Loss:0.0018729, Val MRR:0.38814, icews14_both +2023-06-20 16:04:01,242 - icews14_both - [INFO] - [E:35| 200]: Train Loss:0.0018759, Val MRR:0.38814, icews14_both +2023-06-20 16:05:03,988 - icews14_both - [INFO] - [E:35| 300]: Train Loss:0.0018776, Val MRR:0.38814, icews14_both +2023-06-20 16:06:06,744 - icews14_both - [INFO] - [E:35| 400]: Train Loss:0.0018799, Val MRR:0.38814, icews14_both +2023-06-20 16:07:09,512 - icews14_both - [INFO] - [E:35| 500]: Train Loss:0.0018819, Val MRR:0.38814, icews14_both +2023-06-20 16:08:12,305 - icews14_both - [INFO] - [E:35| 600]: Train Loss:0.0018839, Val MRR:0.38814, icews14_both +2023-06-20 16:09:15,120 - icews14_both - [INFO] - [E:35| 700]: Train Loss:0.0018848, Val MRR:0.38814, icews14_both +2023-06-20 16:10:17,988 - icews14_both - [INFO] - [E:35| 800]: Train Loss:0.0018863, Val MRR:0.38814, icews14_both +2023-06-20 16:11:20,830 - icews14_both - [INFO] - [E:35| 900]: Train Loss:0.0018875, Val MRR:0.38814, icews14_both +2023-06-20 16:12:05,007 - icews14_both - [INFO] - [Epoch:35]: Training Loss:0.001888 + +2023-06-20 16:12:05,220 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 16:12:18,842 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 16:12:32,259 - icews14_both - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.41467, Head : 0.3658, Avg : 0.39023 + +2023-06-20 16:12:33,481 - icews14_both - [INFO] - [Epoch 35]: Training Loss: 0.0018883, Valid MRR: 0.39023, + + + +2023-06-20 16:12:34,119 - icews14_both - [INFO] - [E:36| 0]: Train Loss:0.0019242, Val MRR:0.39023, icews14_both +2023-06-20 16:13:36,976 - icews14_both - [INFO] - [E:36| 100]: Train Loss:0.0018741, Val MRR:0.39023, icews14_both +2023-06-20 16:14:39,812 - icews14_both - [INFO] - [E:36| 200]: Train Loss:0.001876, Val MRR:0.39023, icews14_both +2023-06-20 16:15:42,700 - icews14_both - [INFO] - [E:36| 300]: Train Loss:0.0018761, Val MRR:0.39023, icews14_both +2023-06-20 16:16:45,583 - icews14_both - [INFO] - [E:36| 400]: Train Loss:0.0018763, Val MRR:0.39023, icews14_both +2023-06-20 16:17:48,454 - icews14_both - [INFO] - [E:36| 500]: Train Loss:0.0018764, Val MRR:0.39023, icews14_both +2023-06-20 16:18:51,343 - icews14_both - [INFO] - [E:36| 600]: Train Loss:0.0018785, Val MRR:0.39023, icews14_both +2023-06-20 16:19:54,224 - icews14_both - [INFO] - [E:36| 700]: Train Loss:0.0018796, Val MRR:0.39023, icews14_both +2023-06-20 16:20:57,023 - icews14_both - [INFO] - [E:36| 800]: Train Loss:0.0018803, Val MRR:0.39023, icews14_both +2023-06-20 16:21:59,842 - icews14_both - [INFO] - [E:36| 900]: Train Loss:0.0018823, Val MRR:0.39023, icews14_both +2023-06-20 16:22:44,074 - icews14_both - [INFO] - [Epoch:36]: Training Loss:0.001884 + +2023-06-20 16:22:44,288 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 16:22:57,905 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 16:23:11,331 - icews14_both - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.41281, Head : 0.36583, Avg : 0.38932 + +2023-06-20 16:23:11,332 - icews14_both - [INFO] - [Epoch 36]: Training Loss: 0.0018837, Valid MRR: 0.39023, + + + +2023-06-20 16:23:11,974 - icews14_both - [INFO] - [E:37| 0]: Train Loss:0.0018627, Val MRR:0.39023, icews14_both +2023-06-20 16:24:14,832 - icews14_both - [INFO] - [E:37| 100]: Train Loss:0.0018667, Val MRR:0.39023, icews14_both +2023-06-20 16:25:17,687 - icews14_both - [INFO] - [E:37| 200]: Train Loss:0.0018688, Val MRR:0.39023, icews14_both +2023-06-20 16:26:20,563 - icews14_both - [INFO] - [E:37| 300]: Train Loss:0.0018715, Val MRR:0.39023, icews14_both +2023-06-20 16:27:23,407 - icews14_both - [INFO] - [E:37| 400]: Train Loss:0.0018726, Val MRR:0.39023, icews14_both +2023-06-20 16:28:26,262 - icews14_both - [INFO] - [E:37| 500]: Train Loss:0.0018744, Val MRR:0.39023, icews14_both +2023-06-20 16:29:29,123 - icews14_both - [INFO] - [E:37| 600]: Train Loss:0.001876, Val MRR:0.39023, icews14_both +2023-06-20 16:30:31,983 - icews14_both - [INFO] - [E:37| 700]: Train Loss:0.0018769, Val MRR:0.39023, icews14_both +2023-06-20 16:31:34,862 - icews14_both - [INFO] - [E:37| 800]: Train Loss:0.0018771, Val MRR:0.39023, icews14_both +2023-06-20 16:32:37,721 - icews14_both - [INFO] - [E:37| 900]: Train Loss:0.0018779, Val MRR:0.39023, icews14_both +2023-06-20 16:33:21,952 - icews14_both - [INFO] - [Epoch:37]: Training Loss:0.001879 + +2023-06-20 16:33:22,165 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 16:33:35,784 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 16:33:49,193 - icews14_both - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.4155, Head : 0.365, Avg : 0.39025 + +2023-06-20 16:33:50,427 - icews14_both - [INFO] - [Epoch 37]: Training Loss: 0.0018788, Valid MRR: 0.39025, + + + +2023-06-20 16:33:51,067 - icews14_both - [INFO] - [E:38| 0]: Train Loss:0.0018803, Val MRR:0.39025, icews14_both +2023-06-20 16:34:53,912 - icews14_both - [INFO] - [E:38| 100]: Train Loss:0.0018667, Val MRR:0.39025, icews14_both +2023-06-20 16:35:56,790 - icews14_both - [INFO] - [E:38| 200]: Train Loss:0.0018665, Val MRR:0.39025, icews14_both +2023-06-20 16:36:59,619 - icews14_both - [INFO] - [E:38| 300]: Train Loss:0.0018681, Val MRR:0.39025, icews14_both +2023-06-20 16:38:02,452 - icews14_both - [INFO] - [E:38| 400]: Train Loss:0.0018682, Val MRR:0.39025, icews14_both +2023-06-20 16:39:05,306 - icews14_both - [INFO] - [E:38| 500]: Train Loss:0.0018692, Val MRR:0.39025, icews14_both +2023-06-20 16:40:08,163 - icews14_both - [INFO] - [E:38| 600]: Train Loss:0.0018694, Val MRR:0.39025, icews14_both +2023-06-20 16:41:11,021 - icews14_both - [INFO] - [E:38| 700]: Train Loss:0.0018714, Val MRR:0.39025, icews14_both +2023-06-20 16:42:13,850 - icews14_both - [INFO] - [E:38| 800]: Train Loss:0.0018727, Val MRR:0.39025, icews14_both +2023-06-20 16:43:16,714 - icews14_both - [INFO] - [E:38| 900]: Train Loss:0.0018738, Val MRR:0.39025, icews14_both +2023-06-20 16:44:00,896 - icews14_both - [INFO] - [Epoch:38]: Training Loss:0.001875 + +2023-06-20 16:44:01,114 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 16:44:14,753 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 16:44:28,170 - icews14_both - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.41342, Head : 0.3675, Avg : 0.39046 + +2023-06-20 16:44:29,493 - icews14_both - [INFO] - [Epoch 38]: Training Loss: 0.0018745, Valid MRR: 0.39046, + + + +2023-06-20 16:44:30,132 - icews14_both - [INFO] - [E:39| 0]: Train Loss:0.0018702, Val MRR:0.39046, icews14_both +2023-06-20 16:45:32,984 - icews14_both - [INFO] - [E:39| 100]: Train Loss:0.0018535, Val MRR:0.39046, icews14_both +2023-06-20 16:46:35,838 - icews14_both - [INFO] - [E:39| 200]: Train Loss:0.0018579, Val MRR:0.39046, icews14_both +2023-06-20 16:47:38,718 - icews14_both - [INFO] - [E:39| 300]: Train Loss:0.0018624, Val MRR:0.39046, icews14_both +2023-06-20 16:48:41,547 - icews14_both - [INFO] - [E:39| 400]: Train Loss:0.0018626, Val MRR:0.39046, icews14_both +2023-06-20 16:49:44,381 - icews14_both - [INFO] - [E:39| 500]: Train Loss:0.001864, Val MRR:0.39046, icews14_both +2023-06-20 16:50:47,210 - icews14_both - [INFO] - [E:39| 600]: Train Loss:0.0018664, Val MRR:0.39046, icews14_both +2023-06-20 16:51:50,069 - icews14_both - [INFO] - [E:39| 700]: Train Loss:0.001867, Val MRR:0.39046, icews14_both +2023-06-20 16:52:52,932 - icews14_both - [INFO] - [E:39| 800]: Train Loss:0.0018683, Val MRR:0.39046, icews14_both +2023-06-20 16:53:55,788 - icews14_both - [INFO] - [E:39| 900]: Train Loss:0.0018697, Val MRR:0.39046, icews14_both +2023-06-20 16:54:39,990 - icews14_both - [INFO] - [Epoch:39]: Training Loss:0.00187 + +2023-06-20 16:54:40,208 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 16:54:53,832 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 16:55:07,242 - icews14_both - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.41211, Head : 0.36547, Avg : 0.38879 + MR: Tail : 308.81, Head : 321.55, Avg : 315.18 + Hit-1: Tail : 0.30587, Head : 0.25961, Avg : 0.28274 + Hit-3: Tail : 0.46637, Head : 0.41499, Avg : 0.44068 + Hit-10: Tail : 0.61943, Head : 0.57476, Avg : 0.5971 +2023-06-20 16:55:07,242 - icews14_both - [INFO] - [Epoch 39]: Training Loss: 0.0018702, Valid MRR: 0.39046, + + + +2023-06-20 16:55:07,886 - icews14_both - [INFO] - [E:40| 0]: Train Loss:0.0018177, Val MRR:0.39046, icews14_both +2023-06-20 16:56:10,727 - icews14_both - [INFO] - [E:40| 100]: Train Loss:0.0018559, Val MRR:0.39046, icews14_both +2023-06-20 16:57:13,577 - icews14_both - [INFO] - [E:40| 200]: Train Loss:0.0018579, Val MRR:0.39046, icews14_both +2023-06-20 16:58:16,419 - icews14_both - [INFO] - [E:40| 300]: Train Loss:0.0018598, Val MRR:0.39046, icews14_both +2023-06-20 16:59:19,267 - icews14_both - [INFO] - [E:40| 400]: Train Loss:0.0018598, Val MRR:0.39046, icews14_both +2023-06-20 17:00:22,104 - icews14_both - [INFO] - [E:40| 500]: Train Loss:0.0018611, Val MRR:0.39046, icews14_both +2023-06-20 17:01:24,947 - icews14_both - [INFO] - [E:40| 600]: Train Loss:0.0018621, Val MRR:0.39046, icews14_both +2023-06-20 17:02:27,783 - icews14_both - [INFO] - [E:40| 700]: Train Loss:0.0018632, Val MRR:0.39046, icews14_both +2023-06-20 17:03:30,637 - icews14_both - [INFO] - [E:40| 800]: Train Loss:0.0018647, Val MRR:0.39046, icews14_both +2023-06-20 17:04:33,489 - icews14_both - [INFO] - [E:40| 900]: Train Loss:0.0018653, Val MRR:0.39046, icews14_both +2023-06-20 17:05:17,683 - icews14_both - [INFO] - [Epoch:40]: Training Loss:0.001866 + +2023-06-20 17:05:17,897 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 17:05:31,525 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 17:05:44,948 - icews14_both - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.41345, Head : 0.36429, Avg : 0.38887 + +2023-06-20 17:05:44,948 - icews14_both - [INFO] - [Epoch 40]: Training Loss: 0.0018661, Valid MRR: 0.39046, + + + +2023-06-20 17:05:45,587 - icews14_both - [INFO] - [E:41| 0]: Train Loss:0.0018682, Val MRR:0.39046, icews14_both +2023-06-20 17:06:48,431 - icews14_both - [INFO] - [E:41| 100]: Train Loss:0.0018522, Val MRR:0.39046, icews14_both +2023-06-20 17:07:51,297 - icews14_both - [INFO] - [E:41| 200]: Train Loss:0.0018527, Val MRR:0.39046, icews14_both +2023-06-20 17:08:54,136 - icews14_both - [INFO] - [E:41| 300]: Train Loss:0.0018534, Val MRR:0.39046, icews14_both +2023-06-20 17:09:56,962 - icews14_both - [INFO] - [E:41| 400]: Train Loss:0.0018537, Val MRR:0.39046, icews14_both +2023-06-20 17:10:59,796 - icews14_both - [INFO] - [E:41| 500]: Train Loss:0.0018548, Val MRR:0.39046, icews14_both +2023-06-20 17:12:02,614 - icews14_both - [INFO] - [E:41| 600]: Train Loss:0.0018564, Val MRR:0.39046, icews14_both +2023-06-20 17:13:05,471 - icews14_both - [INFO] - [E:41| 700]: Train Loss:0.0018583, Val MRR:0.39046, icews14_both +2023-06-20 17:14:08,330 - icews14_both - [INFO] - [E:41| 800]: Train Loss:0.00186, Val MRR:0.39046, icews14_both +2023-06-20 17:15:11,171 - icews14_both - [INFO] - [E:41| 900]: Train Loss:0.0018615, Val MRR:0.39046, icews14_both +2023-06-20 17:15:55,371 - icews14_both - [INFO] - [Epoch:41]: Training Loss:0.001862 + +2023-06-20 17:15:55,585 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 17:16:09,207 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 17:16:22,613 - icews14_both - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.41611, Head : 0.367, Avg : 0.39155 + +2023-06-20 17:16:23,934 - icews14_both - [INFO] - [Epoch 41]: Training Loss: 0.0018618, Valid MRR: 0.39155, + + + +2023-06-20 17:16:24,576 - icews14_both - [INFO] - [E:42| 0]: Train Loss:0.0018302, Val MRR:0.39155, icews14_both +2023-06-20 17:17:27,407 - icews14_both - [INFO] - [E:42| 100]: Train Loss:0.0018454, Val MRR:0.39155, icews14_both +2023-06-20 17:18:30,258 - icews14_both - [INFO] - [E:42| 200]: Train Loss:0.0018462, Val MRR:0.39155, icews14_both +2023-06-20 17:19:33,106 - icews14_both - [INFO] - [E:42| 300]: Train Loss:0.001849, Val MRR:0.39155, icews14_both +2023-06-20 17:20:35,938 - icews14_both - [INFO] - [E:42| 400]: Train Loss:0.0018508, Val MRR:0.39155, icews14_both +2023-06-20 17:21:38,783 - icews14_both - [INFO] - [E:42| 500]: Train Loss:0.0018517, Val MRR:0.39155, icews14_both +2023-06-20 17:22:41,652 - icews14_both - [INFO] - [E:42| 600]: Train Loss:0.0018533, Val MRR:0.39155, icews14_both +2023-06-20 17:23:44,498 - icews14_both - [INFO] - [E:42| 700]: Train Loss:0.0018541, Val MRR:0.39155, icews14_both +2023-06-20 17:24:47,348 - icews14_both - [INFO] - [E:42| 800]: Train Loss:0.0018557, Val MRR:0.39155, icews14_both +2023-06-20 17:25:50,196 - icews14_both - [INFO] - [E:42| 900]: Train Loss:0.0018574, Val MRR:0.39155, icews14_both +2023-06-20 17:26:34,377 - icews14_both - [INFO] - [Epoch:42]: Training Loss:0.001858 + +2023-06-20 17:26:34,590 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 17:26:48,225 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 17:27:01,649 - icews14_both - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.41579, Head : 0.36815, Avg : 0.39197 + +2023-06-20 17:27:02,976 - icews14_both - [INFO] - [Epoch 42]: Training Loss: 0.0018582, Valid MRR: 0.39197, + + + +2023-06-20 17:27:03,615 - icews14_both - [INFO] - [E:43| 0]: Train Loss:0.0018887, Val MRR:0.39197, icews14_both +2023-06-20 17:28:06,462 - icews14_both - [INFO] - [E:43| 100]: Train Loss:0.0018396, Val MRR:0.39197, icews14_both +2023-06-20 17:29:09,302 - icews14_both - [INFO] - [E:43| 200]: Train Loss:0.001843, Val MRR:0.39197, icews14_both +2023-06-20 17:30:12,142 - icews14_both - [INFO] - [E:43| 300]: Train Loss:0.0018457, Val MRR:0.39197, icews14_both +2023-06-20 17:31:14,980 - icews14_both - [INFO] - [E:43| 400]: Train Loss:0.0018465, Val MRR:0.39197, icews14_both +2023-06-20 17:32:17,811 - icews14_both - [INFO] - [E:43| 500]: Train Loss:0.0018483, Val MRR:0.39197, icews14_both +2023-06-20 17:33:20,653 - icews14_both - [INFO] - [E:43| 600]: Train Loss:0.0018499, Val MRR:0.39197, icews14_both +2023-06-20 17:34:23,514 - icews14_both - [INFO] - [E:43| 700]: Train Loss:0.0018516, Val MRR:0.39197, icews14_both +2023-06-20 17:35:26,385 - icews14_both - [INFO] - [E:43| 800]: Train Loss:0.0018519, Val MRR:0.39197, icews14_both +2023-06-20 17:36:29,251 - icews14_both - [INFO] - [E:43| 900]: Train Loss:0.0018533, Val MRR:0.39197, icews14_both +2023-06-20 17:37:13,442 - icews14_both - [INFO] - [Epoch:43]: Training Loss:0.001854 + +2023-06-20 17:37:13,655 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 17:37:27,287 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 17:37:40,699 - icews14_both - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.41423, Head : 0.36971, Avg : 0.39197 + +2023-06-20 17:37:40,699 - icews14_both - [INFO] - [Epoch 43]: Training Loss: 0.001854, Valid MRR: 0.39197, + + + +2023-06-20 17:37:41,340 - icews14_both - [INFO] - [E:44| 0]: Train Loss:0.0018368, Val MRR:0.39197, icews14_both +2023-06-20 17:38:44,187 - icews14_both - [INFO] - [E:44| 100]: Train Loss:0.0018384, Val MRR:0.39197, icews14_both +2023-06-20 17:39:47,045 - icews14_both - [INFO] - [E:44| 200]: Train Loss:0.0018394, Val MRR:0.39197, icews14_both +2023-06-20 17:40:49,890 - icews14_both - [INFO] - [E:44| 300]: Train Loss:0.0018416, Val MRR:0.39197, icews14_both +2023-06-20 17:41:52,733 - icews14_both - [INFO] - [E:44| 400]: Train Loss:0.0018435, Val MRR:0.39197, icews14_both +2023-06-20 17:42:55,573 - icews14_both - [INFO] - [E:44| 500]: Train Loss:0.0018447, Val MRR:0.39197, icews14_both +2023-06-20 17:43:58,412 - icews14_both - [INFO] - [E:44| 600]: Train Loss:0.001846, Val MRR:0.39197, icews14_both +2023-06-20 17:45:01,230 - icews14_both - [INFO] - [E:44| 700]: Train Loss:0.0018475, Val MRR:0.39197, icews14_both +2023-06-20 17:46:04,046 - icews14_both - [INFO] - [E:44| 800]: Train Loss:0.0018484, Val MRR:0.39197, icews14_both +2023-06-20 17:47:06,894 - icews14_both - [INFO] - [E:44| 900]: Train Loss:0.0018498, Val MRR:0.39197, icews14_both +2023-06-20 17:47:51,056 - icews14_both - [INFO] - [Epoch:44]: Training Loss:0.001851 + +2023-06-20 17:47:51,269 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 17:48:04,903 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 17:48:18,311 - icews14_both - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.41612, Head : 0.36867, Avg : 0.39239 + +2023-06-20 17:48:19,636 - icews14_both - [INFO] - [Epoch 44]: Training Loss: 0.001851, Valid MRR: 0.39239, + + + +2023-06-20 17:48:20,276 - icews14_both - [INFO] - [E:45| 0]: Train Loss:0.0018394, Val MRR:0.39239, icews14_both +2023-06-20 17:49:23,090 - icews14_both - [INFO] - [E:45| 100]: Train Loss:0.0018369, Val MRR:0.39239, icews14_both +2023-06-20 17:50:25,980 - icews14_both - [INFO] - [E:45| 200]: Train Loss:0.0018387, Val MRR:0.39239, icews14_both +2023-06-20 17:51:28,884 - icews14_both - [INFO] - [E:45| 300]: Train Loss:0.0018372, Val MRR:0.39239, icews14_both +2023-06-20 17:52:31,767 - icews14_both - [INFO] - [E:45| 400]: Train Loss:0.0018386, Val MRR:0.39239, icews14_both +2023-06-20 17:53:34,659 - icews14_both - [INFO] - [E:45| 500]: Train Loss:0.0018401, Val MRR:0.39239, icews14_both +2023-06-20 17:54:37,542 - icews14_both - [INFO] - [E:45| 600]: Train Loss:0.0018413, Val MRR:0.39239, icews14_both +2023-06-20 17:55:40,462 - icews14_both - [INFO] - [E:45| 700]: Train Loss:0.0018436, Val MRR:0.39239, icews14_both +2023-06-20 17:56:43,358 - icews14_both - [INFO] - [E:45| 800]: Train Loss:0.0018452, Val MRR:0.39239, icews14_both +2023-06-20 17:57:46,182 - icews14_both - [INFO] - [E:45| 900]: Train Loss:0.0018463, Val MRR:0.39239, icews14_both +2023-06-20 17:58:30,328 - icews14_both - [INFO] - [Epoch:45]: Training Loss:0.001847 + +2023-06-20 17:58:30,546 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 17:58:44,170 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 17:58:57,578 - icews14_both - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.41578, Head : 0.36885, Avg : 0.39231 + +2023-06-20 17:58:57,578 - icews14_both - [INFO] - [Epoch 45]: Training Loss: 0.0018474, Valid MRR: 0.39239, + + + +2023-06-20 17:58:58,215 - icews14_both - [INFO] - [E:46| 0]: Train Loss:0.0018265, Val MRR:0.39239, icews14_both +2023-06-20 18:00:01,091 - icews14_both - [INFO] - [E:46| 100]: Train Loss:0.0018311, Val MRR:0.39239, icews14_both +2023-06-20 18:01:03,995 - icews14_both - [INFO] - [E:46| 200]: Train Loss:0.0018335, Val MRR:0.39239, icews14_both +2023-06-20 18:02:06,900 - icews14_both - [INFO] - [E:46| 300]: Train Loss:0.0018351, Val MRR:0.39239, icews14_both +2023-06-20 18:03:09,831 - icews14_both - [INFO] - [E:46| 400]: Train Loss:0.001837, Val MRR:0.39239, icews14_both +2023-06-20 18:04:12,740 - icews14_both - [INFO] - [E:46| 500]: Train Loss:0.0018382, Val MRR:0.39239, icews14_both +2023-06-20 18:05:15,693 - icews14_both - [INFO] - [E:46| 600]: Train Loss:0.0018398, Val MRR:0.39239, icews14_both +2023-06-20 18:06:18,615 - icews14_both - [INFO] - [E:46| 700]: Train Loss:0.001841, Val MRR:0.39239, icews14_both +2023-06-20 18:07:21,533 - icews14_both - [INFO] - [E:46| 800]: Train Loss:0.0018422, Val MRR:0.39239, icews14_both +2023-06-20 18:08:24,475 - icews14_both - [INFO] - [E:46| 900]: Train Loss:0.0018434, Val MRR:0.39239, icews14_both +2023-06-20 18:09:08,720 - icews14_both - [INFO] - [Epoch:46]: Training Loss:0.001844 + +2023-06-20 18:09:08,934 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 18:09:22,576 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 18:09:35,993 - icews14_both - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.41924, Head : 0.37055, Avg : 0.3949 + +2023-06-20 18:09:37,333 - icews14_both - [INFO] - [Epoch 46]: Training Loss: 0.001844, Valid MRR: 0.3949, + + + +2023-06-20 18:09:37,973 - icews14_both - [INFO] - [E:47| 0]: Train Loss:0.001802, Val MRR:0.3949, icews14_both +2023-06-20 18:10:40,890 - icews14_both - [INFO] - [E:47| 100]: Train Loss:0.0018264, Val MRR:0.3949, icews14_both +2023-06-20 18:11:43,801 - icews14_both - [INFO] - [E:47| 200]: Train Loss:0.0018292, Val MRR:0.3949, icews14_both +2023-06-20 18:12:46,654 - icews14_both - [INFO] - [E:47| 300]: Train Loss:0.0018304, Val MRR:0.3949, icews14_both +2023-06-20 18:13:49,507 - icews14_both - [INFO] - [E:47| 400]: Train Loss:0.0018318, Val MRR:0.3949, icews14_both +2023-06-20 18:14:52,442 - icews14_both - [INFO] - [E:47| 500]: Train Loss:0.0018332, Val MRR:0.3949, icews14_both +2023-06-20 18:15:55,281 - icews14_both - [INFO] - [E:47| 600]: Train Loss:0.0018353, Val MRR:0.3949, icews14_both +2023-06-20 18:16:58,074 - icews14_both - [INFO] - [E:47| 700]: Train Loss:0.0018372, Val MRR:0.3949, icews14_both +2023-06-20 18:18:00,850 - icews14_both - [INFO] - [E:47| 800]: Train Loss:0.0018392, Val MRR:0.3949, icews14_both +2023-06-20 18:19:03,639 - icews14_both - [INFO] - [E:47| 900]: Train Loss:0.00184, Val MRR:0.3949, icews14_both +2023-06-20 18:19:47,792 - icews14_both - [INFO] - [Epoch:47]: Training Loss:0.001841 + +2023-06-20 18:19:48,005 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 18:20:01,624 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 18:20:15,030 - icews14_both - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.41696, Head : 0.36894, Avg : 0.39295 + +2023-06-20 18:20:15,030 - icews14_both - [INFO] - [Epoch 47]: Training Loss: 0.0018406, Valid MRR: 0.3949, + + + +2023-06-20 18:20:15,667 - icews14_both - [INFO] - [E:48| 0]: Train Loss:0.0018349, Val MRR:0.3949, icews14_both +2023-06-20 18:21:18,449 - icews14_both - [INFO] - [E:48| 100]: Train Loss:0.0018291, Val MRR:0.3949, icews14_both +2023-06-20 18:22:21,249 - icews14_both - [INFO] - [E:48| 200]: Train Loss:0.0018286, Val MRR:0.3949, icews14_both +2023-06-20 18:23:24,046 - icews14_both - [INFO] - [E:48| 300]: Train Loss:0.0018317, Val MRR:0.3949, icews14_both +2023-06-20 18:24:26,820 - icews14_both - [INFO] - [E:48| 400]: Train Loss:0.0018326, Val MRR:0.3949, icews14_both +2023-06-20 18:25:29,615 - icews14_both - [INFO] - [E:48| 500]: Train Loss:0.0018335, Val MRR:0.3949, icews14_both +2023-06-20 18:26:32,469 - icews14_both - [INFO] - [E:48| 600]: Train Loss:0.0018354, Val MRR:0.3949, icews14_both +2023-06-20 18:27:35,258 - icews14_both - [INFO] - [E:48| 700]: Train Loss:0.0018348, Val MRR:0.3949, icews14_both +2023-06-20 18:28:38,043 - icews14_both - [INFO] - [E:48| 800]: Train Loss:0.0018363, Val MRR:0.3949, icews14_both +2023-06-20 18:29:40,856 - icews14_both - [INFO] - [E:48| 900]: Train Loss:0.0018371, Val MRR:0.3949, icews14_both +2023-06-20 18:30:25,011 - icews14_both - [INFO] - [Epoch:48]: Training Loss:0.001837 + +2023-06-20 18:30:25,225 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 18:30:38,846 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 18:30:52,252 - icews14_both - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.41845, Head : 0.3705, Avg : 0.39447 + +2023-06-20 18:30:52,252 - icews14_both - [INFO] - [Epoch 48]: Training Loss: 0.0018373, Valid MRR: 0.3949, + + + +2023-06-20 18:30:52,890 - icews14_both - [INFO] - [E:49| 0]: Train Loss:0.0018582, Val MRR:0.3949, icews14_both +2023-06-20 18:31:55,696 - icews14_both - [INFO] - [E:49| 100]: Train Loss:0.0018183, Val MRR:0.3949, icews14_both +2023-06-20 18:32:58,503 - icews14_both - [INFO] - [E:49| 200]: Train Loss:0.0018214, Val MRR:0.3949, icews14_both +2023-06-20 18:34:01,289 - icews14_both - [INFO] - [E:49| 300]: Train Loss:0.0018242, Val MRR:0.3949, icews14_both +2023-06-20 18:35:04,073 - icews14_both - [INFO] - [E:49| 400]: Train Loss:0.001826, Val MRR:0.3949, icews14_both +2023-06-20 18:36:06,863 - icews14_both - [INFO] - [E:49| 500]: Train Loss:0.0018271, Val MRR:0.3949, icews14_both +2023-06-20 18:37:09,622 - icews14_both - [INFO] - [E:49| 600]: Train Loss:0.0018296, Val MRR:0.3949, icews14_both +2023-06-20 18:38:12,391 - icews14_both - [INFO] - [E:49| 700]: Train Loss:0.0018306, Val MRR:0.3949, icews14_both +2023-06-20 18:39:15,181 - icews14_both - [INFO] - [E:49| 800]: Train Loss:0.0018321, Val MRR:0.3949, icews14_both +2023-06-20 18:40:18,026 - icews14_both - [INFO] - [E:49| 900]: Train Loss:0.0018332, Val MRR:0.3949, icews14_both +2023-06-20 18:41:02,221 - icews14_both - [INFO] - [Epoch:49]: Training Loss:0.001834 + +2023-06-20 18:41:02,433 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 18:41:16,060 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 18:41:29,476 - icews14_both - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.41686, Head : 0.37031, Avg : 0.39359 + MR: Tail : 345.52, Head : 355.97, Avg : 350.75 + Hit-1: Tail : 0.31173, Head : 0.26486, Avg : 0.28829 + Hit-3: Tail : 0.46796, Head : 0.41719, Avg : 0.44257 + Hit-10: Tail : 0.62248, Head : 0.5772, Avg : 0.59984 +2023-06-20 18:41:29,476 - icews14_both - [INFO] - [Epoch 49]: Training Loss: 0.001834, Valid MRR: 0.3949, + + + +2023-06-20 18:41:30,113 - icews14_both - [INFO] - [E:50| 0]: Train Loss:0.0017724, Val MRR:0.3949, icews14_both +2023-06-20 18:42:32,984 - icews14_both - [INFO] - [E:50| 100]: Train Loss:0.0018197, Val MRR:0.3949, icews14_both +2023-06-20 18:43:35,840 - icews14_both - [INFO] - [E:50| 200]: Train Loss:0.0018193, Val MRR:0.3949, icews14_both +2023-06-20 18:44:38,698 - icews14_both - [INFO] - [E:50| 300]: Train Loss:0.0018214, Val MRR:0.3949, icews14_both +2023-06-20 18:45:41,557 - icews14_both - [INFO] - [E:50| 400]: Train Loss:0.0018234, Val MRR:0.3949, icews14_both +2023-06-20 18:46:44,416 - icews14_both - [INFO] - [E:50| 500]: Train Loss:0.0018248, Val MRR:0.3949, icews14_both +2023-06-20 18:47:47,276 - icews14_both - [INFO] - [E:50| 600]: Train Loss:0.001826, Val MRR:0.3949, icews14_both +2023-06-20 18:48:50,151 - icews14_both - [INFO] - [E:50| 700]: Train Loss:0.0018276, Val MRR:0.3949, icews14_both +2023-06-20 18:49:53,034 - icews14_both - [INFO] - [E:50| 800]: Train Loss:0.0018286, Val MRR:0.3949, icews14_both +2023-06-20 18:50:55,858 - icews14_both - [INFO] - [E:50| 900]: Train Loss:0.0018296, Val MRR:0.3949, icews14_both +2023-06-20 18:51:40,018 - icews14_both - [INFO] - [Epoch:50]: Training Loss:0.001831 + +2023-06-20 18:51:40,230 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 18:51:53,871 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 18:52:07,281 - icews14_both - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.41676, Head : 0.37124, Avg : 0.394 + +2023-06-20 18:52:07,281 - icews14_both - [INFO] - [Epoch 50]: Training Loss: 0.0018307, Valid MRR: 0.3949, + + + +2023-06-20 18:52:07,924 - icews14_both - [INFO] - [E:51| 0]: Train Loss:0.0018533, Val MRR:0.3949, icews14_both +2023-06-20 18:53:10,779 - icews14_both - [INFO] - [E:51| 100]: Train Loss:0.0018202, Val MRR:0.3949, icews14_both +2023-06-20 18:54:13,647 - icews14_both - [INFO] - [E:51| 200]: Train Loss:0.0018178, Val MRR:0.3949, icews14_both +2023-06-20 18:55:16,506 - icews14_both - [INFO] - [E:51| 300]: Train Loss:0.0018187, Val MRR:0.3949, icews14_both +2023-06-20 18:56:19,363 - icews14_both - [INFO] - [E:51| 400]: Train Loss:0.0018211, Val MRR:0.3949, icews14_both +2023-06-20 18:57:22,217 - icews14_both - [INFO] - [E:51| 500]: Train Loss:0.0018227, Val MRR:0.3949, icews14_both +2023-06-20 18:58:25,078 - icews14_both - [INFO] - [E:51| 600]: Train Loss:0.0018239, Val MRR:0.3949, icews14_both +2023-06-20 18:59:27,936 - icews14_both - [INFO] - [E:51| 700]: Train Loss:0.0018244, Val MRR:0.3949, icews14_both +2023-06-20 19:00:30,805 - icews14_both - [INFO] - [E:51| 800]: Train Loss:0.0018255, Val MRR:0.3949, icews14_both +2023-06-20 19:01:33,680 - icews14_both - [INFO] - [E:51| 900]: Train Loss:0.0018265, Val MRR:0.3949, icews14_both +2023-06-20 19:02:17,899 - icews14_both - [INFO] - [Epoch:51]: Training Loss:0.001827 + +2023-06-20 19:02:18,113 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 19:02:31,733 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 19:02:45,148 - icews14_both - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.41677, Head : 0.37126, Avg : 0.39402 + +2023-06-20 19:02:45,148 - icews14_both - [INFO] - [Epoch 51]: Training Loss: 0.0018273, Valid MRR: 0.3949, + + + +2023-06-20 19:02:45,789 - icews14_both - [INFO] - [E:52| 0]: Train Loss:0.0018102, Val MRR:0.3949, icews14_both +2023-06-20 19:03:48,665 - icews14_both - [INFO] - [E:52| 100]: Train Loss:0.0018126, Val MRR:0.3949, icews14_both +2023-06-20 19:04:51,546 - icews14_both - [INFO] - [E:52| 200]: Train Loss:0.001814, Val MRR:0.3949, icews14_both +2023-06-20 19:05:54,411 - icews14_both - [INFO] - [E:52| 300]: Train Loss:0.0018149, Val MRR:0.3949, icews14_both +2023-06-20 19:06:57,279 - icews14_both - [INFO] - [E:52| 400]: Train Loss:0.0018159, Val MRR:0.3949, icews14_both +2023-06-20 19:08:00,143 - icews14_both - [INFO] - [E:52| 500]: Train Loss:0.0018173, Val MRR:0.3949, icews14_both +2023-06-20 19:09:03,016 - icews14_both - [INFO] - [E:52| 600]: Train Loss:0.0018192, Val MRR:0.3949, icews14_both +2023-06-20 19:10:05,890 - icews14_both - [INFO] - [E:52| 700]: Train Loss:0.0018212, Val MRR:0.3949, icews14_both +2023-06-20 19:11:08,735 - icews14_both - [INFO] - [E:52| 800]: Train Loss:0.0018235, Val MRR:0.3949, icews14_both +2023-06-20 19:12:11,606 - icews14_both - [INFO] - [E:52| 900]: Train Loss:0.001824, Val MRR:0.3949, icews14_both +2023-06-20 19:12:55,808 - icews14_both - [INFO] - [Epoch:52]: Training Loss:0.001825 + +2023-06-20 19:12:56,022 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 19:13:09,659 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 19:13:23,059 - icews14_both - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.42117, Head : 0.37366, Avg : 0.39742 + +2023-06-20 19:13:24,367 - icews14_both - [INFO] - [Epoch 52]: Training Loss: 0.0018246, Valid MRR: 0.39742, + + + +2023-06-20 19:13:25,014 - icews14_both - [INFO] - [E:53| 0]: Train Loss:0.0017668, Val MRR:0.39742, icews14_both +2023-06-20 19:14:27,754 - icews14_both - [INFO] - [E:53| 100]: Train Loss:0.0018073, Val MRR:0.39742, icews14_both +2023-06-20 19:15:30,547 - icews14_both - [INFO] - [E:53| 200]: Train Loss:0.0018117, Val MRR:0.39742, icews14_both +2023-06-20 19:16:33,304 - icews14_both - [INFO] - [E:53| 300]: Train Loss:0.0018131, Val MRR:0.39742, icews14_both +2023-06-20 19:17:36,068 - icews14_both - [INFO] - [E:53| 400]: Train Loss:0.0018142, Val MRR:0.39742, icews14_both +2023-06-20 19:18:38,833 - icews14_both - [INFO] - [E:53| 500]: Train Loss:0.0018158, Val MRR:0.39742, icews14_both +2023-06-20 19:19:41,571 - icews14_both - [INFO] - [E:53| 600]: Train Loss:0.0018172, Val MRR:0.39742, icews14_both +2023-06-20 19:20:44,331 - icews14_both - [INFO] - [E:53| 700]: Train Loss:0.0018184, Val MRR:0.39742, icews14_both +2023-06-20 19:21:47,083 - icews14_both - [INFO] - [E:53| 800]: Train Loss:0.001819, Val MRR:0.39742, icews14_both +2023-06-20 19:22:49,844 - icews14_both - [INFO] - [E:53| 900]: Train Loss:0.0018206, Val MRR:0.39742, icews14_both +2023-06-20 19:23:33,973 - icews14_both - [INFO] - [Epoch:53]: Training Loss:0.001821 + +2023-06-20 19:23:34,186 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 19:23:47,791 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 19:24:01,184 - icews14_both - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.41859, Head : 0.37215, Avg : 0.39537 + +2023-06-20 19:24:01,184 - icews14_both - [INFO] - [Epoch 53]: Training Loss: 0.001821, Valid MRR: 0.39742, + + + +2023-06-20 19:24:01,819 - icews14_both - [INFO] - [E:54| 0]: Train Loss:0.0018135, Val MRR:0.39742, icews14_both +2023-06-20 19:25:04,594 - icews14_both - [INFO] - [E:54| 100]: Train Loss:0.0018105, Val MRR:0.39742, icews14_both +2023-06-20 19:26:07,353 - icews14_both - [INFO] - [E:54| 200]: Train Loss:0.0018109, Val MRR:0.39742, icews14_both +2023-06-20 19:27:10,102 - icews14_both - [INFO] - [E:54| 300]: Train Loss:0.001812, Val MRR:0.39742, icews14_both +2023-06-20 19:28:12,883 - icews14_both - [INFO] - [E:54| 400]: Train Loss:0.0018122, Val MRR:0.39742, icews14_both +2023-06-20 19:29:15,634 - icews14_both - [INFO] - [E:54| 500]: Train Loss:0.0018131, Val MRR:0.39742, icews14_both +2023-06-20 19:30:18,391 - icews14_both - [INFO] - [E:54| 600]: Train Loss:0.0018149, Val MRR:0.39742, icews14_both +2023-06-20 19:31:21,146 - icews14_both - [INFO] - [E:54| 700]: Train Loss:0.0018159, Val MRR:0.39742, icews14_both +2023-06-20 19:32:23,916 - icews14_both - [INFO] - [E:54| 800]: Train Loss:0.0018169, Val MRR:0.39742, icews14_both +2023-06-20 19:33:26,672 - icews14_both - [INFO] - [E:54| 900]: Train Loss:0.0018174, Val MRR:0.39742, icews14_both +2023-06-20 19:34:10,805 - icews14_both - [INFO] - [Epoch:54]: Training Loss:0.001818 + +2023-06-20 19:34:11,017 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 19:34:24,647 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 19:34:38,049 - icews14_both - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.42081, Head : 0.37252, Avg : 0.39667 + +2023-06-20 19:34:38,049 - icews14_both - [INFO] - [Epoch 54]: Training Loss: 0.0018182, Valid MRR: 0.39742, + + + +2023-06-20 19:34:38,684 - icews14_both - [INFO] - [E:55| 0]: Train Loss:0.0017881, Val MRR:0.39742, icews14_both +2023-06-20 19:35:41,438 - icews14_both - [INFO] - [E:55| 100]: Train Loss:0.0018008, Val MRR:0.39742, icews14_both +2023-06-20 19:36:44,250 - icews14_both - [INFO] - [E:55| 200]: Train Loss:0.0018042, Val MRR:0.39742, icews14_both +2023-06-20 19:37:47,080 - icews14_both - [INFO] - [E:55| 300]: Train Loss:0.0018078, Val MRR:0.39742, icews14_both +2023-06-20 19:38:49,920 - icews14_both - [INFO] - [E:55| 400]: Train Loss:0.001808, Val MRR:0.39742, icews14_both +2023-06-20 19:39:52,749 - icews14_both - [INFO] - [E:55| 500]: Train Loss:0.0018092, Val MRR:0.39742, icews14_both +2023-06-20 19:40:55,592 - icews14_both - [INFO] - [E:55| 600]: Train Loss:0.0018097, Val MRR:0.39742, icews14_both +2023-06-20 19:41:58,394 - icews14_both - [INFO] - [E:55| 700]: Train Loss:0.0018106, Val MRR:0.39742, icews14_both +2023-06-20 19:43:01,180 - icews14_both - [INFO] - [E:55| 800]: Train Loss:0.0018119, Val MRR:0.39742, icews14_both +2023-06-20 19:44:03,940 - icews14_both - [INFO] - [E:55| 900]: Train Loss:0.0018133, Val MRR:0.39742, icews14_both +2023-06-20 19:44:48,056 - icews14_both - [INFO] - [Epoch:55]: Training Loss:0.001815 + +2023-06-20 19:44:48,269 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 19:45:01,886 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 19:45:15,292 - icews14_both - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.42078, Head : 0.37056, Avg : 0.39567 + +2023-06-20 19:45:15,292 - icews14_both - [INFO] - [Epoch 55]: Training Loss: 0.0018147, Valid MRR: 0.39742, + + + +2023-06-20 19:45:15,929 - icews14_both - [INFO] - [E:56| 0]: Train Loss:0.0018128, Val MRR:0.39742, icews14_both +2023-06-20 19:46:18,713 - icews14_both - [INFO] - [E:56| 100]: Train Loss:0.0018029, Val MRR:0.39742, icews14_both +2023-06-20 19:47:21,496 - icews14_both - [INFO] - [E:56| 200]: Train Loss:0.0018057, Val MRR:0.39742, icews14_both +2023-06-20 19:48:24,276 - icews14_both - [INFO] - [E:56| 300]: Train Loss:0.0018048, Val MRR:0.39742, icews14_both +2023-06-20 19:49:27,114 - icews14_both - [INFO] - [E:56| 400]: Train Loss:0.0018058, Val MRR:0.39742, icews14_both +2023-06-20 19:50:29,968 - icews14_both - [INFO] - [E:56| 500]: Train Loss:0.0018069, Val MRR:0.39742, icews14_both +2023-06-20 19:51:32,841 - icews14_both - [INFO] - [E:56| 600]: Train Loss:0.0018078, Val MRR:0.39742, icews14_both +2023-06-20 19:52:35,682 - icews14_both - [INFO] - [E:56| 700]: Train Loss:0.0018091, Val MRR:0.39742, icews14_both +2023-06-20 19:53:38,534 - icews14_both - [INFO] - [E:56| 800]: Train Loss:0.0018102, Val MRR:0.39742, icews14_both +2023-06-20 19:54:41,376 - icews14_both - [INFO] - [E:56| 900]: Train Loss:0.0018114, Val MRR:0.39742, icews14_both +2023-06-20 19:55:25,567 - icews14_both - [INFO] - [Epoch:56]: Training Loss:0.001812 + +2023-06-20 19:55:25,780 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 19:55:39,419 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 19:55:52,830 - icews14_both - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.42098, Head : 0.37268, Avg : 0.39683 + +2023-06-20 19:55:52,830 - icews14_both - [INFO] - [Epoch 56]: Training Loss: 0.0018121, Valid MRR: 0.39742, + + + +2023-06-20 19:55:53,470 - icews14_both - [INFO] - [E:57| 0]: Train Loss:0.0018106, Val MRR:0.39742, icews14_both +2023-06-20 19:56:56,342 - icews14_both - [INFO] - [E:57| 100]: Train Loss:0.0017999, Val MRR:0.39742, icews14_both +2023-06-20 19:57:59,182 - icews14_both - [INFO] - [E:57| 200]: Train Loss:0.0018006, Val MRR:0.39742, icews14_both +2023-06-20 19:59:02,020 - icews14_both - [INFO] - [E:57| 300]: Train Loss:0.0018006, Val MRR:0.39742, icews14_both +2023-06-20 20:00:04,875 - icews14_both - [INFO] - [E:57| 400]: Train Loss:0.0018029, Val MRR:0.39742, icews14_both +2023-06-20 20:01:07,707 - icews14_both - [INFO] - [E:57| 500]: Train Loss:0.0018041, Val MRR:0.39742, icews14_both +2023-06-20 20:02:10,556 - icews14_both - [INFO] - [E:57| 600]: Train Loss:0.0018048, Val MRR:0.39742, icews14_both +2023-06-20 20:03:13,414 - icews14_both - [INFO] - [E:57| 700]: Train Loss:0.0018061, Val MRR:0.39742, icews14_both +2023-06-20 20:04:16,265 - icews14_both - [INFO] - [E:57| 800]: Train Loss:0.0018074, Val MRR:0.39742, icews14_both +2023-06-20 20:05:19,132 - icews14_both - [INFO] - [E:57| 900]: Train Loss:0.0018086, Val MRR:0.39742, icews14_both +2023-06-20 20:06:03,315 - icews14_both - [INFO] - [Epoch:57]: Training Loss:0.00181 + +2023-06-20 20:06:03,530 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 20:06:17,153 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 20:06:30,561 - icews14_both - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.42026, Head : 0.37368, Avg : 0.39697 + +2023-06-20 20:06:30,562 - icews14_both - [INFO] - [Epoch 57]: Training Loss: 0.0018097, Valid MRR: 0.39742, + + + +2023-06-20 20:06:31,200 - icews14_both - [INFO] - [E:58| 0]: Train Loss:0.00175, Val MRR:0.39742, icews14_both +2023-06-20 20:07:34,057 - icews14_both - [INFO] - [E:58| 100]: Train Loss:0.0017929, Val MRR:0.39742, icews14_both +2023-06-20 20:08:36,930 - icews14_both - [INFO] - [E:58| 200]: Train Loss:0.0017959, Val MRR:0.39742, icews14_both +2023-06-20 20:09:39,785 - icews14_both - [INFO] - [E:58| 300]: Train Loss:0.0017972, Val MRR:0.39742, icews14_both +2023-06-20 20:10:42,632 - icews14_both - [INFO] - [E:58| 400]: Train Loss:0.001799, Val MRR:0.39742, icews14_both +2023-06-20 20:11:45,478 - icews14_both - [INFO] - [E:58| 500]: Train Loss:0.0018008, Val MRR:0.39742, icews14_both +2023-06-20 20:12:48,333 - icews14_both - [INFO] - [E:58| 600]: Train Loss:0.0018021, Val MRR:0.39742, icews14_both +2023-06-20 20:13:51,225 - icews14_both - [INFO] - [E:58| 700]: Train Loss:0.0018031, Val MRR:0.39742, icews14_both +2023-06-20 20:14:54,097 - icews14_both - [INFO] - [E:58| 800]: Train Loss:0.0018042, Val MRR:0.39742, icews14_both +2023-06-20 20:15:56,977 - icews14_both - [INFO] - [E:58| 900]: Train Loss:0.0018055, Val MRR:0.39742, icews14_both +2023-06-20 20:16:41,163 - icews14_both - [INFO] - [Epoch:58]: Training Loss:0.001806 + +2023-06-20 20:16:41,376 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 20:16:55,018 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 20:17:08,424 - icews14_both - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.42063, Head : 0.37346, Avg : 0.39704 + +2023-06-20 20:17:08,425 - icews14_both - [INFO] - [Epoch 58]: Training Loss: 0.0018061, Valid MRR: 0.39742, + + + +2023-06-20 20:17:09,063 - icews14_both - [INFO] - [E:59| 0]: Train Loss:0.0018453, Val MRR:0.39742, icews14_both +2023-06-20 20:18:11,912 - icews14_both - [INFO] - [E:59| 100]: Train Loss:0.0017914, Val MRR:0.39742, icews14_both +2023-06-20 20:19:14,790 - icews14_both - [INFO] - [E:59| 200]: Train Loss:0.0017946, Val MRR:0.39742, icews14_both +2023-06-20 20:20:17,645 - icews14_both - [INFO] - [E:59| 300]: Train Loss:0.001796, Val MRR:0.39742, icews14_both +2023-06-20 20:21:20,535 - icews14_both - [INFO] - [E:59| 400]: Train Loss:0.0017965, Val MRR:0.39742, icews14_both +2023-06-20 20:22:23,393 - icews14_both - [INFO] - [E:59| 500]: Train Loss:0.0017979, Val MRR:0.39742, icews14_both +2023-06-20 20:23:26,234 - icews14_both - [INFO] - [E:59| 600]: Train Loss:0.0017991, Val MRR:0.39742, icews14_both +2023-06-20 20:24:29,106 - icews14_both - [INFO] - [E:59| 700]: Train Loss:0.0018003, Val MRR:0.39742, icews14_both +2023-06-20 20:25:31,960 - icews14_both - [INFO] - [E:59| 800]: Train Loss:0.0018019, Val MRR:0.39742, icews14_both +2023-06-20 20:26:34,849 - icews14_both - [INFO] - [E:59| 900]: Train Loss:0.0018031, Val MRR:0.39742, icews14_both +2023-06-20 20:27:19,059 - icews14_both - [INFO] - [Epoch:59]: Training Loss:0.001803 + +2023-06-20 20:27:19,272 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 20:27:32,887 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 20:27:46,304 - icews14_both - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.42107, Head : 0.37521, Avg : 0.39814 + MR: Tail : 379.33, Head : 387.43, Avg : 383.38 + Hit-1: Tail : 0.31686, Head : 0.26913, Avg : 0.29299 + Hit-3: Tail : 0.47284, Head : 0.42329, Avg : 0.44807 + Hit-10: Tail : 0.62114, Head : 0.58745, Avg : 0.6043 +2023-06-20 20:27:47,546 - icews14_both - [INFO] - [Epoch 59]: Training Loss: 0.0018035, Valid MRR: 0.39814, + + + +2023-06-20 20:27:48,187 - icews14_both - [INFO] - [E:60| 0]: Train Loss:0.0018374, Val MRR:0.39814, icews14_both +2023-06-20 20:28:51,055 - icews14_both - [INFO] - [E:60| 100]: Train Loss:0.001789, Val MRR:0.39814, icews14_both +2023-06-20 20:29:53,916 - icews14_both - [INFO] - [E:60| 200]: Train Loss:0.0017883, Val MRR:0.39814, icews14_both +2023-06-20 20:30:56,788 - icews14_both - [INFO] - [E:60| 300]: Train Loss:0.0017913, Val MRR:0.39814, icews14_both +2023-06-20 20:31:59,631 - icews14_both - [INFO] - [E:60| 400]: Train Loss:0.0017924, Val MRR:0.39814, icews14_both +2023-06-20 20:33:02,511 - icews14_both - [INFO] - [E:60| 500]: Train Loss:0.0017941, Val MRR:0.39814, icews14_both +2023-06-20 20:34:05,384 - icews14_both - [INFO] - [E:60| 600]: Train Loss:0.0017952, Val MRR:0.39814, icews14_both +2023-06-20 20:35:08,254 - icews14_both - [INFO] - [E:60| 700]: Train Loss:0.0017968, Val MRR:0.39814, icews14_both +2023-06-20 20:36:11,119 - icews14_both - [INFO] - [E:60| 800]: Train Loss:0.0017981, Val MRR:0.39814, icews14_both +2023-06-20 20:37:13,981 - icews14_both - [INFO] - [E:60| 900]: Train Loss:0.0017993, Val MRR:0.39814, icews14_both +2023-06-20 20:37:58,171 - icews14_both - [INFO] - [Epoch:60]: Training Loss:0.0018 + +2023-06-20 20:37:58,390 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 20:38:12,034 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 20:38:25,444 - icews14_both - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.42176, Head : 0.37468, Avg : 0.39822 + +2023-06-20 20:38:26,763 - icews14_both - [INFO] - [Epoch 60]: Training Loss: 0.0018003, Valid MRR: 0.39822, + + + +2023-06-20 20:38:27,405 - icews14_both - [INFO] - [E:61| 0]: Train Loss:0.001801, Val MRR:0.39822, icews14_both +2023-06-20 20:39:30,262 - icews14_both - [INFO] - [E:61| 100]: Train Loss:0.0017887, Val MRR:0.39822, icews14_both +2023-06-20 20:40:33,135 - icews14_both - [INFO] - [E:61| 200]: Train Loss:0.0017878, Val MRR:0.39822, icews14_both +2023-06-20 20:41:35,999 - icews14_both - [INFO] - [E:61| 300]: Train Loss:0.0017902, Val MRR:0.39822, icews14_both +2023-06-20 20:42:38,884 - icews14_both - [INFO] - [E:61| 400]: Train Loss:0.0017913, Val MRR:0.39822, icews14_both +2023-06-20 20:43:41,743 - icews14_both - [INFO] - [E:61| 500]: Train Loss:0.0017919, Val MRR:0.39822, icews14_both +2023-06-20 20:44:44,619 - icews14_both - [INFO] - [E:61| 600]: Train Loss:0.0017936, Val MRR:0.39822, icews14_both +2023-06-20 20:45:47,463 - icews14_both - [INFO] - [E:61| 700]: Train Loss:0.0017946, Val MRR:0.39822, icews14_both +2023-06-20 20:46:50,329 - icews14_both - [INFO] - [E:61| 800]: Train Loss:0.0017961, Val MRR:0.39822, icews14_both +2023-06-20 20:47:53,195 - icews14_both - [INFO] - [E:61| 900]: Train Loss:0.0017971, Val MRR:0.39822, icews14_both +2023-06-20 20:48:37,395 - icews14_both - [INFO] - [Epoch:61]: Training Loss:0.001798 + +2023-06-20 20:48:37,610 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 20:48:51,235 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 20:49:04,639 - icews14_both - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.42259, Head : 0.37312, Avg : 0.39785 + +2023-06-20 20:49:04,639 - icews14_both - [INFO] - [Epoch 61]: Training Loss: 0.0017983, Valid MRR: 0.39822, + + + +2023-06-20 20:49:05,277 - icews14_both - [INFO] - [E:62| 0]: Train Loss:0.0017499, Val MRR:0.39822, icews14_both +2023-06-20 20:50:08,146 - icews14_both - [INFO] - [E:62| 100]: Train Loss:0.0017857, Val MRR:0.39822, icews14_both +2023-06-20 20:51:11,032 - icews14_both - [INFO] - [E:62| 200]: Train Loss:0.0017859, Val MRR:0.39822, icews14_both +2023-06-20 20:52:13,871 - icews14_both - [INFO] - [E:62| 300]: Train Loss:0.0017868, Val MRR:0.39822, icews14_both +2023-06-20 20:53:16,736 - icews14_both - [INFO] - [E:62| 400]: Train Loss:0.0017887, Val MRR:0.39822, icews14_both +2023-06-20 20:54:19,566 - icews14_both - [INFO] - [E:62| 500]: Train Loss:0.0017898, Val MRR:0.39822, icews14_both +2023-06-20 20:55:22,309 - icews14_both - [INFO] - [E:62| 600]: Train Loss:0.001791, Val MRR:0.39822, icews14_both +2023-06-20 20:56:25,202 - icews14_both - [INFO] - [E:62| 700]: Train Loss:0.0017923, Val MRR:0.39822, icews14_both +2023-06-20 20:57:28,016 - icews14_both - [INFO] - [E:62| 800]: Train Loss:0.0017933, Val MRR:0.39822, icews14_both +2023-06-20 20:58:30,835 - icews14_both - [INFO] - [E:62| 900]: Train Loss:0.0017943, Val MRR:0.39822, icews14_both +2023-06-20 20:59:15,017 - icews14_both - [INFO] - [Epoch:62]: Training Loss:0.001795 + +2023-06-20 20:59:15,230 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 20:59:28,851 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 20:59:42,253 - icews14_both - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.42324, Head : 0.37596, Avg : 0.3996 + +2023-06-20 20:59:43,571 - icews14_both - [INFO] - [Epoch 62]: Training Loss: 0.001795, Valid MRR: 0.3996, + + + +2023-06-20 20:59:44,209 - icews14_both - [INFO] - [E:63| 0]: Train Loss:0.0018279, Val MRR:0.3996, icews14_both +2023-06-20 21:00:47,030 - icews14_both - [INFO] - [E:63| 100]: Train Loss:0.0017787, Val MRR:0.3996, icews14_both +2023-06-20 21:01:49,812 - icews14_both - [INFO] - [E:63| 200]: Train Loss:0.0017823, Val MRR:0.3996, icews14_both +2023-06-20 21:02:52,640 - icews14_both - [INFO] - [E:63| 300]: Train Loss:0.0017833, Val MRR:0.3996, icews14_both +2023-06-20 21:03:55,471 - icews14_both - [INFO] - [E:63| 400]: Train Loss:0.0017849, Val MRR:0.3996, icews14_both +2023-06-20 21:04:58,290 - icews14_both - [INFO] - [E:63| 500]: Train Loss:0.0017864, Val MRR:0.3996, icews14_both +2023-06-20 21:06:01,094 - icews14_both - [INFO] - [E:63| 600]: Train Loss:0.0017879, Val MRR:0.3996, icews14_both +2023-06-20 21:07:03,895 - icews14_both - [INFO] - [E:63| 700]: Train Loss:0.0017891, Val MRR:0.3996, icews14_both +2023-06-20 21:08:06,702 - icews14_both - [INFO] - [E:63| 800]: Train Loss:0.0017905, Val MRR:0.3996, icews14_both +2023-06-20 21:09:09,506 - icews14_both - [INFO] - [E:63| 900]: Train Loss:0.0017916, Val MRR:0.3996, icews14_both +2023-06-20 21:09:53,678 - icews14_both - [INFO] - [Epoch:63]: Training Loss:0.001792 + +2023-06-20 21:09:53,897 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 21:10:07,507 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 21:10:20,907 - icews14_both - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.42291, Head : 0.37311, Avg : 0.39801 + +2023-06-20 21:10:20,907 - icews14_both - [INFO] - [Epoch 63]: Training Loss: 0.0017924, Valid MRR: 0.3996, + + + +2023-06-20 21:10:21,548 - icews14_both - [INFO] - [E:64| 0]: Train Loss:0.0018006, Val MRR:0.3996, icews14_both +2023-06-20 21:11:24,363 - icews14_both - [INFO] - [E:64| 100]: Train Loss:0.0017779, Val MRR:0.3996, icews14_both +2023-06-20 21:12:27,201 - icews14_both - [INFO] - [E:64| 200]: Train Loss:0.0017804, Val MRR:0.3996, icews14_both +2023-06-20 21:13:30,025 - icews14_both - [INFO] - [E:64| 300]: Train Loss:0.0017813, Val MRR:0.3996, icews14_both +2023-06-20 21:14:32,848 - icews14_both - [INFO] - [E:64| 400]: Train Loss:0.0017837, Val MRR:0.3996, icews14_both +2023-06-20 21:15:35,677 - icews14_both - [INFO] - [E:64| 500]: Train Loss:0.0017853, Val MRR:0.3996, icews14_both +2023-06-20 21:16:38,513 - icews14_both - [INFO] - [E:64| 600]: Train Loss:0.0017861, Val MRR:0.3996, icews14_both +2023-06-20 21:17:41,327 - icews14_both - [INFO] - [E:64| 700]: Train Loss:0.0017869, Val MRR:0.3996, icews14_both +2023-06-20 21:18:44,172 - icews14_both - [INFO] - [E:64| 800]: Train Loss:0.0017877, Val MRR:0.3996, icews14_both +2023-06-20 21:19:46,999 - icews14_both - [INFO] - [E:64| 900]: Train Loss:0.0017885, Val MRR:0.3996, icews14_both +2023-06-20 21:20:31,170 - icews14_both - [INFO] - [Epoch:64]: Training Loss:0.001789 + +2023-06-20 21:20:31,384 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 21:20:45,007 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 21:20:58,443 - icews14_both - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.42318, Head : 0.37361, Avg : 0.3984 + +2023-06-20 21:20:58,443 - icews14_both - [INFO] - [Epoch 64]: Training Loss: 0.0017894, Valid MRR: 0.3996, + + + +2023-06-20 21:20:59,094 - icews14_both - [INFO] - [E:65| 0]: Train Loss:0.0017598, Val MRR:0.3996, icews14_both +2023-06-20 21:22:01,912 - icews14_both - [INFO] - [E:65| 100]: Train Loss:0.0017751, Val MRR:0.3996, icews14_both +2023-06-20 21:23:04,731 - icews14_both - [INFO] - [E:65| 200]: Train Loss:0.0017754, Val MRR:0.3996, icews14_both +2023-06-20 21:24:07,538 - icews14_both - [INFO] - [E:65| 300]: Train Loss:0.0017768, Val MRR:0.3996, icews14_both +2023-06-20 21:25:10,358 - icews14_both - [INFO] - [E:65| 400]: Train Loss:0.0017789, Val MRR:0.3996, icews14_both +2023-06-20 21:26:13,170 - icews14_both - [INFO] - [E:65| 500]: Train Loss:0.0017803, Val MRR:0.3996, icews14_both +2023-06-20 21:27:16,006 - icews14_both - [INFO] - [E:65| 600]: Train Loss:0.0017815, Val MRR:0.3996, icews14_both +2023-06-20 21:28:18,825 - icews14_both - [INFO] - [E:65| 700]: Train Loss:0.0017825, Val MRR:0.3996, icews14_both +2023-06-20 21:29:21,664 - icews14_both - [INFO] - [E:65| 800]: Train Loss:0.0017843, Val MRR:0.3996, icews14_both +2023-06-20 21:30:24,512 - icews14_both - [INFO] - [E:65| 900]: Train Loss:0.0017853, Val MRR:0.3996, icews14_both +2023-06-20 21:31:08,729 - icews14_both - [INFO] - [Epoch:65]: Training Loss:0.001786 + +2023-06-20 21:31:08,942 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 21:31:22,554 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 21:31:35,960 - icews14_both - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.42253, Head : 0.37418, Avg : 0.39835 + +2023-06-20 21:31:35,961 - icews14_both - [INFO] - [Epoch 65]: Training Loss: 0.001786, Valid MRR: 0.3996, + + + +2023-06-20 21:31:36,605 - icews14_both - [INFO] - [E:66| 0]: Train Loss:0.0018405, Val MRR:0.3996, icews14_both +2023-06-20 21:32:39,533 - icews14_both - [INFO] - [E:66| 100]: Train Loss:0.0017772, Val MRR:0.3996, icews14_both +2023-06-20 21:33:42,452 - icews14_both - [INFO] - [E:66| 200]: Train Loss:0.0017748, Val MRR:0.3996, icews14_both +2023-06-20 21:34:45,396 - icews14_both - [INFO] - [E:66| 300]: Train Loss:0.0017762, Val MRR:0.3996, icews14_both +2023-06-20 21:35:48,356 - icews14_both - [INFO] - [E:66| 400]: Train Loss:0.001778, Val MRR:0.3996, icews14_both +2023-06-20 21:36:51,300 - icews14_both - [INFO] - [E:66| 500]: Train Loss:0.0017787, Val MRR:0.3996, icews14_both +2023-06-20 21:37:54,243 - icews14_both - [INFO] - [E:66| 600]: Train Loss:0.0017796, Val MRR:0.3996, icews14_both +2023-06-20 21:38:57,191 - icews14_both - [INFO] - [E:66| 700]: Train Loss:0.0017807, Val MRR:0.3996, icews14_both +2023-06-20 21:40:00,149 - icews14_both - [INFO] - [E:66| 800]: Train Loss:0.0017812, Val MRR:0.3996, icews14_both +2023-06-20 21:41:03,090 - icews14_both - [INFO] - [E:66| 900]: Train Loss:0.0017826, Val MRR:0.3996, icews14_both +2023-06-20 21:41:47,352 - icews14_both - [INFO] - [Epoch:66]: Training Loss:0.001783 + +2023-06-20 21:41:47,565 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 21:42:01,194 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 21:42:14,608 - icews14_both - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.42354, Head : 0.37429, Avg : 0.39891 + +2023-06-20 21:42:14,609 - icews14_both - [INFO] - [Epoch 66]: Training Loss: 0.0017833, Valid MRR: 0.3996, + + + +2023-06-20 21:42:15,249 - icews14_both - [INFO] - [E:67| 0]: Train Loss:0.0017674, Val MRR:0.3996, icews14_both +2023-06-20 21:43:18,208 - icews14_both - [INFO] - [E:67| 100]: Train Loss:0.0017746, Val MRR:0.3996, icews14_both +2023-06-20 21:44:21,164 - icews14_both - [INFO] - [E:67| 200]: Train Loss:0.0017718, Val MRR:0.3996, icews14_both +2023-06-20 21:45:24,112 - icews14_both - [INFO] - [E:67| 300]: Train Loss:0.0017724, Val MRR:0.3996, icews14_both +2023-06-20 21:46:27,069 - icews14_both - [INFO] - [E:67| 400]: Train Loss:0.0017727, Val MRR:0.3996, icews14_both +2023-06-20 21:47:30,032 - icews14_both - [INFO] - [E:67| 500]: Train Loss:0.0017739, Val MRR:0.3996, icews14_both +2023-06-20 21:48:32,989 - icews14_both - [INFO] - [E:67| 600]: Train Loss:0.0017753, Val MRR:0.3996, icews14_both +2023-06-20 21:49:35,936 - icews14_both - [INFO] - [E:67| 700]: Train Loss:0.0017765, Val MRR:0.3996, icews14_both +2023-06-20 21:50:38,901 - icews14_both - [INFO] - [E:67| 800]: Train Loss:0.0017781, Val MRR:0.3996, icews14_both +2023-06-20 21:51:41,872 - icews14_both - [INFO] - [E:67| 900]: Train Loss:0.0017793, Val MRR:0.3996, icews14_both +2023-06-20 21:52:26,157 - icews14_both - [INFO] - [Epoch:67]: Training Loss:0.00178 + +2023-06-20 21:52:26,372 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 21:52:40,001 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 21:52:53,414 - icews14_both - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.42137, Head : 0.37316, Avg : 0.39726 + +2023-06-20 21:52:53,414 - icews14_both - [INFO] - [Epoch 67]: Training Loss: 0.0017798, Valid MRR: 0.3996, + + + +2023-06-20 21:52:54,054 - icews14_both - [INFO] - [E:68| 0]: Train Loss:0.001713, Val MRR:0.3996, icews14_both +2023-06-20 21:53:57,010 - icews14_both - [INFO] - [E:68| 100]: Train Loss:0.0017689, Val MRR:0.3996, icews14_both +2023-06-20 21:54:59,964 - icews14_both - [INFO] - [E:68| 200]: Train Loss:0.0017689, Val MRR:0.3996, icews14_both +2023-06-20 21:56:02,935 - icews14_both - [INFO] - [E:68| 300]: Train Loss:0.0017689, Val MRR:0.3996, icews14_both +2023-06-20 21:57:05,905 - icews14_both - [INFO] - [E:68| 400]: Train Loss:0.0017701, Val MRR:0.3996, icews14_both +2023-06-20 21:58:08,867 - icews14_both - [INFO] - [E:68| 500]: Train Loss:0.0017715, Val MRR:0.3996, icews14_both +2023-06-20 21:59:11,843 - icews14_both - [INFO] - [E:68| 600]: Train Loss:0.0017722, Val MRR:0.3996, icews14_both +2023-06-20 22:00:14,802 - icews14_both - [INFO] - [E:68| 700]: Train Loss:0.0017737, Val MRR:0.3996, icews14_both +2023-06-20 22:01:17,766 - icews14_both - [INFO] - [E:68| 800]: Train Loss:0.0017752, Val MRR:0.3996, icews14_both +2023-06-20 22:02:20,724 - icews14_both - [INFO] - [E:68| 900]: Train Loss:0.0017764, Val MRR:0.3996, icews14_both +2023-06-20 22:03:05,001 - icews14_both - [INFO] - [Epoch:68]: Training Loss:0.001777 + +2023-06-20 22:03:05,214 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 22:03:18,842 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 22:03:32,269 - icews14_both - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.42248, Head : 0.37376, Avg : 0.39812 + +2023-06-20 22:03:32,269 - icews14_both - [INFO] - [Epoch 68]: Training Loss: 0.0017773, Valid MRR: 0.3996, + + + +2023-06-20 22:03:32,907 - icews14_both - [INFO] - [E:69| 0]: Train Loss:0.001775, Val MRR:0.3996, icews14_both +2023-06-20 22:04:35,873 - icews14_both - [INFO] - [E:69| 100]: Train Loss:0.0017602, Val MRR:0.3996, icews14_both +2023-06-20 22:05:38,837 - icews14_both - [INFO] - [E:69| 200]: Train Loss:0.0017627, Val MRR:0.3996, icews14_both +2023-06-20 22:06:41,793 - icews14_both - [INFO] - [E:69| 300]: Train Loss:0.0017645, Val MRR:0.3996, icews14_both +2023-06-20 22:07:44,759 - icews14_both - [INFO] - [E:69| 400]: Train Loss:0.0017656, Val MRR:0.3996, icews14_both +2023-06-20 22:08:47,726 - icews14_both - [INFO] - [E:69| 500]: Train Loss:0.0017678, Val MRR:0.3996, icews14_both +2023-06-20 22:09:50,661 - icews14_both - [INFO] - [E:69| 600]: Train Loss:0.0017691, Val MRR:0.3996, icews14_both +2023-06-20 22:10:53,609 - icews14_both - [INFO] - [E:69| 700]: Train Loss:0.0017709, Val MRR:0.3996, icews14_both +2023-06-20 22:11:56,565 - icews14_both - [INFO] - [E:69| 800]: Train Loss:0.0017717, Val MRR:0.3996, icews14_both +2023-06-20 22:12:59,527 - icews14_both - [INFO] - [E:69| 900]: Train Loss:0.001773, Val MRR:0.3996, icews14_both +2023-06-20 22:13:43,814 - icews14_both - [INFO] - [Epoch:69]: Training Loss:0.001774 + +2023-06-20 22:13:44,029 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 22:13:57,661 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 22:14:11,092 - icews14_both - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.42585, Head : 0.37493, Avg : 0.40039 + MR: Tail : 392.21, Head : 407.85, Avg : 400.03 + Hit-1: Tail : 0.31966, Head : 0.26596, Avg : 0.29281 + Hit-3: Tail : 0.48566, Head : 0.4278, Avg : 0.45673 + Hit-10: Tail : 0.62663, Head : 0.58757, Avg : 0.6071 +2023-06-20 22:14:12,425 - icews14_both - [INFO] - [Epoch 69]: Training Loss: 0.0017736, Valid MRR: 0.40039, + + + +2023-06-20 22:14:13,073 - icews14_both - [INFO] - [E:70| 0]: Train Loss:0.0017538, Val MRR:0.40039, icews14_both +2023-06-20 22:15:16,029 - icews14_both - [INFO] - [E:70| 100]: Train Loss:0.0017582, Val MRR:0.40039, icews14_both +2023-06-20 22:16:19,004 - icews14_both - [INFO] - [E:70| 200]: Train Loss:0.0017593, Val MRR:0.40039, icews14_both +2023-06-20 22:17:21,974 - icews14_both - [INFO] - [E:70| 300]: Train Loss:0.0017592, Val MRR:0.40039, icews14_both +2023-06-20 22:18:24,943 - icews14_both - [INFO] - [E:70| 400]: Train Loss:0.0017631, Val MRR:0.40039, icews14_both +2023-06-20 22:19:27,932 - icews14_both - [INFO] - [E:70| 500]: Train Loss:0.0017642, Val MRR:0.40039, icews14_both +2023-06-20 22:20:30,922 - icews14_both - [INFO] - [E:70| 600]: Train Loss:0.0017652, Val MRR:0.40039, icews14_both +2023-06-20 22:21:33,892 - icews14_both - [INFO] - [E:70| 700]: Train Loss:0.0017664, Val MRR:0.40039, icews14_both +2023-06-20 22:22:36,855 - icews14_both - [INFO] - [E:70| 800]: Train Loss:0.0017676, Val MRR:0.40039, icews14_both +2023-06-20 22:23:39,831 - icews14_both - [INFO] - [E:70| 900]: Train Loss:0.0017693, Val MRR:0.40039, icews14_both +2023-06-20 22:24:24,127 - icews14_both - [INFO] - [Epoch:70]: Training Loss:0.00177 + +2023-06-20 22:24:24,341 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 22:24:37,975 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 22:24:51,393 - icews14_both - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.42489, Head : 0.37426, Avg : 0.39957 + +2023-06-20 22:24:51,393 - icews14_both - [INFO] - [Epoch 70]: Training Loss: 0.0017699, Valid MRR: 0.40039, + + + +2023-06-20 22:24:52,033 - icews14_both - [INFO] - [E:71| 0]: Train Loss:0.001764, Val MRR:0.40039, icews14_both +2023-06-20 22:25:55,004 - icews14_both - [INFO] - [E:71| 100]: Train Loss:0.0017539, Val MRR:0.40039, icews14_both +2023-06-20 22:26:57,965 - icews14_both - [INFO] - [E:71| 200]: Train Loss:0.0017584, Val MRR:0.40039, icews14_both +2023-06-20 22:28:00,935 - icews14_both - [INFO] - [E:71| 300]: Train Loss:0.0017577, Val MRR:0.40039, icews14_both +2023-06-20 22:29:03,910 - icews14_both - [INFO] - [E:71| 400]: Train Loss:0.0017582, Val MRR:0.40039, icews14_both +2023-06-20 22:30:06,877 - icews14_both - [INFO] - [E:71| 500]: Train Loss:0.0017596, Val MRR:0.40039, icews14_both +2023-06-20 22:31:09,867 - icews14_both - [INFO] - [E:71| 600]: Train Loss:0.0017615, Val MRR:0.40039, icews14_both +2023-06-20 22:32:12,844 - icews14_both - [INFO] - [E:71| 700]: Train Loss:0.0017626, Val MRR:0.40039, icews14_both +2023-06-20 22:33:15,803 - icews14_both - [INFO] - [E:71| 800]: Train Loss:0.0017641, Val MRR:0.40039, icews14_both +2023-06-20 22:34:18,764 - icews14_both - [INFO] - [E:71| 900]: Train Loss:0.0017653, Val MRR:0.40039, icews14_both +2023-06-20 22:35:03,041 - icews14_both - [INFO] - [Epoch:71]: Training Loss:0.001766 + +2023-06-20 22:35:03,255 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 22:35:16,888 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 22:35:30,318 - icews14_both - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.42208, Head : 0.37208, Avg : 0.39708 + +2023-06-20 22:35:30,318 - icews14_both - [INFO] - [Epoch 71]: Training Loss: 0.0017663, Valid MRR: 0.40039, + + + +2023-06-20 22:35:30,961 - icews14_both - [INFO] - [E:72| 0]: Train Loss:0.0017774, Val MRR:0.40039, icews14_both +2023-06-20 22:36:33,915 - icews14_both - [INFO] - [E:72| 100]: Train Loss:0.0017531, Val MRR:0.40039, icews14_both +2023-06-20 22:37:36,884 - icews14_both - [INFO] - [E:72| 200]: Train Loss:0.0017515, Val MRR:0.40039, icews14_both +2023-06-20 22:38:39,858 - icews14_both - [INFO] - [E:72| 300]: Train Loss:0.0017537, Val MRR:0.40039, icews14_both +2023-06-20 22:39:42,829 - icews14_both - [INFO] - [E:72| 400]: Train Loss:0.0017557, Val MRR:0.40039, icews14_both +2023-06-20 22:40:45,813 - icews14_both - [INFO] - [E:72| 500]: Train Loss:0.0017565, Val MRR:0.40039, icews14_both +2023-06-20 22:41:48,786 - icews14_both - [INFO] - [E:72| 600]: Train Loss:0.001758, Val MRR:0.40039, icews14_both +2023-06-20 22:42:51,765 - icews14_both - [INFO] - [E:72| 700]: Train Loss:0.0017595, Val MRR:0.40039, icews14_both +2023-06-20 22:43:54,739 - icews14_both - [INFO] - [E:72| 800]: Train Loss:0.0017613, Val MRR:0.40039, icews14_both +2023-06-20 22:44:57,717 - icews14_both - [INFO] - [E:72| 900]: Train Loss:0.001762, Val MRR:0.40039, icews14_both +2023-06-20 22:45:42,001 - icews14_both - [INFO] - [Epoch:72]: Training Loss:0.001763 + +2023-06-20 22:45:42,214 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 22:45:55,845 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 22:46:09,266 - icews14_both - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.42251, Head : 0.37243, Avg : 0.39747 + +2023-06-20 22:46:09,266 - icews14_both - [INFO] - [Epoch 72]: Training Loss: 0.0017626, Valid MRR: 0.40039, + + + +2023-06-20 22:46:09,907 - icews14_both - [INFO] - [E:73| 0]: Train Loss:0.001727, Val MRR:0.40039, icews14_both +2023-06-20 22:47:12,910 - icews14_both - [INFO] - [E:73| 100]: Train Loss:0.001753, Val MRR:0.40039, icews14_both +2023-06-20 22:48:15,871 - icews14_both - [INFO] - [E:73| 200]: Train Loss:0.0017528, Val MRR:0.40039, icews14_both +2023-06-20 22:49:18,863 - icews14_both - [INFO] - [E:73| 300]: Train Loss:0.0017521, Val MRR:0.40039, icews14_both +2023-06-20 22:50:21,838 - icews14_both - [INFO] - [E:73| 400]: Train Loss:0.0017538, Val MRR:0.40039, icews14_both +2023-06-20 22:51:24,820 - icews14_both - [INFO] - [E:73| 500]: Train Loss:0.0017547, Val MRR:0.40039, icews14_both +2023-06-20 22:52:27,808 - icews14_both - [INFO] - [E:73| 600]: Train Loss:0.0017554, Val MRR:0.40039, icews14_both +2023-06-20 22:53:30,780 - icews14_both - [INFO] - [E:73| 700]: Train Loss:0.0017559, Val MRR:0.40039, icews14_both +2023-06-20 22:54:33,768 - icews14_both - [INFO] - [E:73| 800]: Train Loss:0.001757, Val MRR:0.40039, icews14_both +2023-06-20 22:55:36,737 - icews14_both - [INFO] - [E:73| 900]: Train Loss:0.001759, Val MRR:0.40039, icews14_both +2023-06-20 22:56:21,019 - icews14_both - [INFO] - [Epoch:73]: Training Loss:0.00176 + +2023-06-20 22:56:21,232 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 22:56:34,864 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 22:56:48,297 - icews14_both - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.42218, Head : 0.37351, Avg : 0.39784 + +2023-06-20 22:56:48,297 - icews14_both - [INFO] - [Epoch 73]: Training Loss: 0.0017597, Valid MRR: 0.40039, + + + +2023-06-20 22:56:48,937 - icews14_both - [INFO] - [E:74| 0]: Train Loss:0.0017009, Val MRR:0.40039, icews14_both +2023-06-20 22:57:51,911 - icews14_both - [INFO] - [E:74| 100]: Train Loss:0.0017444, Val MRR:0.40039, icews14_both +2023-06-20 22:58:54,901 - icews14_both - [INFO] - [E:74| 200]: Train Loss:0.0017456, Val MRR:0.40039, icews14_both +2023-06-20 22:59:57,878 - icews14_both - [INFO] - [E:74| 300]: Train Loss:0.0017465, Val MRR:0.40039, icews14_both +2023-06-20 23:01:00,854 - icews14_both - [INFO] - [E:74| 400]: Train Loss:0.0017483, Val MRR:0.40039, icews14_both +2023-06-20 23:02:03,821 - icews14_both - [INFO] - [E:74| 500]: Train Loss:0.0017495, Val MRR:0.40039, icews14_both +2023-06-20 23:03:06,784 - icews14_both - [INFO] - [E:74| 600]: Train Loss:0.0017508, Val MRR:0.40039, icews14_both +2023-06-20 23:04:09,767 - icews14_both - [INFO] - [E:74| 700]: Train Loss:0.0017522, Val MRR:0.40039, icews14_both +2023-06-20 23:05:12,750 - icews14_both - [INFO] - [E:74| 800]: Train Loss:0.0017533, Val MRR:0.40039, icews14_both +2023-06-20 23:06:15,728 - icews14_both - [INFO] - [E:74| 900]: Train Loss:0.001755, Val MRR:0.40039, icews14_both +2023-06-20 23:07:00,021 - icews14_both - [INFO] - [Epoch:74]: Training Loss:0.001756 + +2023-06-20 23:07:00,234 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 23:07:13,869 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 23:07:27,283 - icews14_both - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.42167, Head : 0.37207, Avg : 0.39687 + +2023-06-20 23:07:27,283 - icews14_both - [INFO] - [Epoch 74]: Training Loss: 0.0017557, Valid MRR: 0.40039, + + + +2023-06-20 23:07:27,924 - icews14_both - [INFO] - [E:75| 0]: Train Loss:0.0017516, Val MRR:0.40039, icews14_both +2023-06-20 23:08:30,900 - icews14_both - [INFO] - [E:75| 100]: Train Loss:0.0017404, Val MRR:0.40039, icews14_both +2023-06-20 23:09:33,863 - icews14_both - [INFO] - [E:75| 200]: Train Loss:0.0017425, Val MRR:0.40039, icews14_both +2023-06-20 23:10:36,826 - icews14_both - [INFO] - [E:75| 300]: Train Loss:0.0017443, Val MRR:0.40039, icews14_both +2023-06-20 23:11:39,806 - icews14_both - [INFO] - [E:75| 400]: Train Loss:0.0017459, Val MRR:0.40039, icews14_both +2023-06-20 23:12:42,774 - icews14_both - [INFO] - [E:75| 500]: Train Loss:0.0017476, Val MRR:0.40039, icews14_both +2023-06-20 23:13:45,753 - icews14_both - [INFO] - [E:75| 600]: Train Loss:0.0017486, Val MRR:0.40039, icews14_both +2023-06-20 23:14:48,714 - icews14_both - [INFO] - [E:75| 700]: Train Loss:0.0017495, Val MRR:0.40039, icews14_both +2023-06-20 23:15:51,686 - icews14_both - [INFO] - [E:75| 800]: Train Loss:0.0017503, Val MRR:0.40039, icews14_both +2023-06-20 23:16:54,654 - icews14_both - [INFO] - [E:75| 900]: Train Loss:0.0017515, Val MRR:0.40039, icews14_both +2023-06-20 23:17:38,922 - icews14_both - [INFO] - [Epoch:75]: Training Loss:0.001752 + +2023-06-20 23:17:39,135 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 23:17:52,761 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 23:18:06,191 - icews14_both - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.42099, Head : 0.37042, Avg : 0.39571 + +2023-06-20 23:18:06,191 - icews14_both - [INFO] - [Epoch 75]: Training Loss: 0.0017523, Valid MRR: 0.40039, + + + +2023-06-20 23:18:06,830 - icews14_both - [INFO] - [E:76| 0]: Train Loss:0.0017306, Val MRR:0.40039, icews14_both +2023-06-20 23:19:09,806 - icews14_both - [INFO] - [E:76| 100]: Train Loss:0.0017336, Val MRR:0.40039, icews14_both +2023-06-20 23:20:12,771 - icews14_both - [INFO] - [E:76| 200]: Train Loss:0.0017341, Val MRR:0.40039, icews14_both +2023-06-20 23:21:15,735 - icews14_both - [INFO] - [E:76| 300]: Train Loss:0.0017377, Val MRR:0.40039, icews14_both +2023-06-20 23:22:18,689 - icews14_both - [INFO] - [E:76| 400]: Train Loss:0.0017402, Val MRR:0.40039, icews14_both +2023-06-20 23:23:21,654 - icews14_both - [INFO] - [E:76| 500]: Train Loss:0.0017419, Val MRR:0.40039, icews14_both +2023-06-20 23:24:24,627 - icews14_both - [INFO] - [E:76| 600]: Train Loss:0.001744, Val MRR:0.40039, icews14_both +2023-06-20 23:25:27,583 - icews14_both - [INFO] - [E:76| 700]: Train Loss:0.0017453, Val MRR:0.40039, icews14_both +2023-06-20 23:26:30,540 - icews14_both - [INFO] - [E:76| 800]: Train Loss:0.0017466, Val MRR:0.40039, icews14_both +2023-06-20 23:27:33,516 - icews14_both - [INFO] - [E:76| 900]: Train Loss:0.001748, Val MRR:0.40039, icews14_both +2023-06-20 23:28:17,793 - icews14_both - [INFO] - [Epoch:76]: Training Loss:0.001749 + +2023-06-20 23:28:18,006 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 23:28:31,635 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 23:28:45,052 - icews14_both - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.42135, Head : 0.3728, Avg : 0.39708 + +2023-06-20 23:28:45,052 - icews14_both - [INFO] - [Epoch 76]: Training Loss: 0.001749, Valid MRR: 0.40039, + + + +2023-06-20 23:28:45,693 - icews14_both - [INFO] - [E:77| 0]: Train Loss:0.0016932, Val MRR:0.40039, icews14_both +2023-06-20 23:29:48,664 - icews14_both - [INFO] - [E:77| 100]: Train Loss:0.0017332, Val MRR:0.40039, icews14_both +2023-06-20 23:30:51,629 - icews14_both - [INFO] - [E:77| 200]: Train Loss:0.0017351, Val MRR:0.40039, icews14_both +2023-06-20 23:31:54,603 - icews14_both - [INFO] - [E:77| 300]: Train Loss:0.0017371, Val MRR:0.40039, icews14_both +2023-06-20 23:32:57,554 - icews14_both - [INFO] - [E:77| 400]: Train Loss:0.0017383, Val MRR:0.40039, icews14_both +2023-06-20 23:34:00,505 - icews14_both - [INFO] - [E:77| 500]: Train Loss:0.0017393, Val MRR:0.40039, icews14_both +2023-06-20 23:35:03,481 - icews14_both - [INFO] - [E:77| 600]: Train Loss:0.001741, Val MRR:0.40039, icews14_both +2023-06-20 23:36:06,439 - icews14_both - [INFO] - [E:77| 700]: Train Loss:0.0017432, Val MRR:0.40039, icews14_both +2023-06-20 23:37:09,407 - icews14_both - [INFO] - [E:77| 800]: Train Loss:0.0017445, Val MRR:0.40039, icews14_both +2023-06-20 23:38:12,356 - icews14_both - [INFO] - [E:77| 900]: Train Loss:0.0017452, Val MRR:0.40039, icews14_both +2023-06-20 23:38:56,623 - icews14_both - [INFO] - [Epoch:77]: Training Loss:0.001746 + +2023-06-20 23:38:56,836 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 23:39:10,463 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 23:39:23,893 - icews14_both - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.41893, Head : 0.37182, Avg : 0.39538 + +2023-06-20 23:39:23,893 - icews14_both - [INFO] - [Epoch 77]: Training Loss: 0.0017461, Valid MRR: 0.40039, + + + +2023-06-20 23:39:24,530 - icews14_both - [INFO] - [E:78| 0]: Train Loss:0.0017438, Val MRR:0.40039, icews14_both +2023-06-20 23:40:27,482 - icews14_both - [INFO] - [E:78| 100]: Train Loss:0.0017301, Val MRR:0.40039, icews14_both +2023-06-20 23:41:30,439 - icews14_both - [INFO] - [E:78| 200]: Train Loss:0.0017311, Val MRR:0.40039, icews14_both +2023-06-20 23:42:33,391 - icews14_both - [INFO] - [E:78| 300]: Train Loss:0.0017347, Val MRR:0.40039, icews14_both +2023-06-20 23:43:36,342 - icews14_both - [INFO] - [E:78| 400]: Train Loss:0.0017362, Val MRR:0.40039, icews14_both +2023-06-20 23:44:39,323 - icews14_both - [INFO] - [E:78| 500]: Train Loss:0.001738, Val MRR:0.40039, icews14_both +2023-06-20 23:45:42,281 - icews14_both - [INFO] - [E:78| 600]: Train Loss:0.0017383, Val MRR:0.40039, icews14_both +2023-06-20 23:46:45,251 - icews14_both - [INFO] - [E:78| 700]: Train Loss:0.0017391, Val MRR:0.40039, icews14_both +2023-06-20 23:47:48,215 - icews14_both - [INFO] - [E:78| 800]: Train Loss:0.0017408, Val MRR:0.40039, icews14_both +2023-06-20 23:48:51,183 - icews14_both - [INFO] - [E:78| 900]: Train Loss:0.0017421, Val MRR:0.40039, icews14_both +2023-06-20 23:49:35,460 - icews14_both - [INFO] - [Epoch:78]: Training Loss:0.001743 + +2023-06-20 23:49:35,674 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-20 23:49:49,301 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-20 23:50:02,723 - icews14_both - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.42224, Head : 0.37316, Avg : 0.3977 + +2023-06-20 23:50:02,723 - icews14_both - [INFO] - [Epoch 78]: Training Loss: 0.0017429, Valid MRR: 0.40039, + + + +2023-06-20 23:50:03,360 - icews14_both - [INFO] - [E:79| 0]: Train Loss:0.0017173, Val MRR:0.40039, icews14_both +2023-06-20 23:51:06,306 - icews14_both - [INFO] - [E:79| 100]: Train Loss:0.0017276, Val MRR:0.40039, icews14_both +2023-06-20 23:52:09,261 - icews14_both - [INFO] - [E:79| 200]: Train Loss:0.0017292, Val MRR:0.40039, icews14_both +2023-06-20 23:53:12,202 - icews14_both - [INFO] - [E:79| 300]: Train Loss:0.0017315, Val MRR:0.40039, icews14_both +2023-06-20 23:54:15,110 - icews14_both - [INFO] - [E:79| 400]: Train Loss:0.0017336, Val MRR:0.40039, icews14_both +2023-06-20 23:55:17,999 - icews14_both - [INFO] - [E:79| 500]: Train Loss:0.0017352, Val MRR:0.40039, icews14_both +2023-06-20 23:56:20,933 - icews14_both - [INFO] - [E:79| 600]: Train Loss:0.0017362, Val MRR:0.40039, icews14_both +2023-06-20 23:57:23,861 - icews14_both - [INFO] - [E:79| 700]: Train Loss:0.0017369, Val MRR:0.40039, icews14_both +2023-06-20 23:58:26,768 - icews14_both - [INFO] - [E:79| 800]: Train Loss:0.0017379, Val MRR:0.40039, icews14_both +2023-06-20 23:59:29,721 - icews14_both - [INFO] - [E:79| 900]: Train Loss:0.0017388, Val MRR:0.40039, icews14_both +2023-06-21 00:00:13,934 - icews14_both - [INFO] - [Epoch:79]: Training Loss:0.00174 + +2023-06-21 00:00:14,147 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 00:00:27,776 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 00:00:41,203 - icews14_both - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.41918, Head : 0.36642, Avg : 0.3928 + MR: Tail : 458.07, Head : 460.3, Avg : 459.18 + Hit-1: Tail : 0.31673, Head : 0.26022, Avg : 0.28848 + Hit-3: Tail : 0.47077, Head : 0.41426, Avg : 0.44251 + Hit-10: Tail : 0.61699, Head : 0.57525, Avg : 0.59612 +2023-06-21 00:00:41,203 - icews14_both - [INFO] - [Epoch 79]: Training Loss: 0.0017397, Valid MRR: 0.40039, + + + +2023-06-21 00:00:41,851 - icews14_both - [INFO] - [E:80| 0]: Train Loss:0.0017178, Val MRR:0.40039, icews14_both +2023-06-21 00:01:44,739 - icews14_both - [INFO] - [E:80| 100]: Train Loss:0.0017249, Val MRR:0.40039, icews14_both +2023-06-21 00:02:47,634 - icews14_both - [INFO] - [E:80| 200]: Train Loss:0.0017277, Val MRR:0.40039, icews14_both +2023-06-21 00:03:50,521 - icews14_both - [INFO] - [E:80| 300]: Train Loss:0.0017293, Val MRR:0.40039, icews14_both +2023-06-21 00:04:53,365 - icews14_both - [INFO] - [E:80| 400]: Train Loss:0.0017291, Val MRR:0.40039, icews14_both +2023-06-21 00:05:56,248 - icews14_both - [INFO] - [E:80| 500]: Train Loss:0.0017302, Val MRR:0.40039, icews14_both +2023-06-21 00:06:59,168 - icews14_both - [INFO] - [E:80| 600]: Train Loss:0.0017322, Val MRR:0.40039, icews14_both +2023-06-21 00:08:02,060 - icews14_both - [INFO] - [E:80| 700]: Train Loss:0.001733, Val MRR:0.40039, icews14_both +2023-06-21 00:09:04,959 - icews14_both - [INFO] - [E:80| 800]: Train Loss:0.0017341, Val MRR:0.40039, icews14_both +2023-06-21 00:10:07,830 - icews14_both - [INFO] - [E:80| 900]: Train Loss:0.0017355, Val MRR:0.40039, icews14_both +2023-06-21 00:10:52,031 - icews14_both - [INFO] - [Epoch:80]: Training Loss:0.001737 + +2023-06-21 00:10:52,243 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 00:11:05,862 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 00:11:19,270 - icews14_both - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.4215, Head : 0.37111, Avg : 0.39631 + +2023-06-21 00:11:19,270 - icews14_both - [INFO] - [Epoch 80]: Training Loss: 0.0017367, Valid MRR: 0.40039, + + + +2023-06-21 00:11:19,912 - icews14_both - [INFO] - [E:81| 0]: Train Loss:0.0016912, Val MRR:0.40039, icews14_both +2023-06-21 00:12:22,753 - icews14_both - [INFO] - [E:81| 100]: Train Loss:0.001723, Val MRR:0.40039, icews14_both +2023-06-21 00:13:25,636 - icews14_both - [INFO] - [E:81| 200]: Train Loss:0.0017249, Val MRR:0.40039, icews14_both +2023-06-21 00:14:28,490 - icews14_both - [INFO] - [E:81| 300]: Train Loss:0.001726, Val MRR:0.40039, icews14_both +2023-06-21 00:15:31,354 - icews14_both - [INFO] - [E:81| 400]: Train Loss:0.0017278, Val MRR:0.40039, icews14_both +2023-06-21 00:16:34,217 - icews14_both - [INFO] - [E:81| 500]: Train Loss:0.0017284, Val MRR:0.40039, icews14_both +2023-06-21 00:17:37,077 - icews14_both - [INFO] - [E:81| 600]: Train Loss:0.0017301, Val MRR:0.40039, icews14_both +2023-06-21 00:18:39,919 - icews14_both - [INFO] - [E:81| 700]: Train Loss:0.0017309, Val MRR:0.40039, icews14_both +2023-06-21 00:19:42,795 - icews14_both - [INFO] - [E:81| 800]: Train Loss:0.0017322, Val MRR:0.40039, icews14_both +2023-06-21 00:20:45,720 - icews14_both - [INFO] - [E:81| 900]: Train Loss:0.0017331, Val MRR:0.40039, icews14_both +2023-06-21 00:21:29,910 - icews14_both - [INFO] - [Epoch:81]: Training Loss:0.001734 + +2023-06-21 00:21:30,123 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 00:21:43,749 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 00:21:57,165 - icews14_both - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.42098, Head : 0.37068, Avg : 0.39583 + +2023-06-21 00:21:57,165 - icews14_both - [INFO] - [Epoch 81]: Training Loss: 0.001734, Valid MRR: 0.40039, + + + +2023-06-21 00:21:57,809 - icews14_both - [INFO] - [E:82| 0]: Train Loss:0.001673, Val MRR:0.40039, icews14_both +2023-06-21 00:23:00,750 - icews14_both - [INFO] - [E:82| 100]: Train Loss:0.0017184, Val MRR:0.40039, icews14_both +2023-06-21 00:24:03,652 - icews14_both - [INFO] - [E:82| 200]: Train Loss:0.0017189, Val MRR:0.40039, icews14_both +2023-06-21 00:25:06,515 - icews14_both - [INFO] - [E:82| 300]: Train Loss:0.0017214, Val MRR:0.40039, icews14_both +2023-06-21 00:26:09,374 - icews14_both - [INFO] - [E:82| 400]: Train Loss:0.0017233, Val MRR:0.40039, icews14_both +2023-06-21 00:27:12,339 - icews14_both - [INFO] - [E:82| 500]: Train Loss:0.0017245, Val MRR:0.40039, icews14_both +2023-06-21 00:28:15,329 - icews14_both - [INFO] - [E:82| 600]: Train Loss:0.001726, Val MRR:0.40039, icews14_both +2023-06-21 00:29:18,322 - icews14_both - [INFO] - [E:82| 700]: Train Loss:0.0017278, Val MRR:0.40039, icews14_both +2023-06-21 00:30:21,309 - icews14_both - [INFO] - [E:82| 800]: Train Loss:0.0017288, Val MRR:0.40039, icews14_both +2023-06-21 00:31:24,304 - icews14_both - [INFO] - [E:82| 900]: Train Loss:0.0017299, Val MRR:0.40039, icews14_both +2023-06-21 00:32:08,599 - icews14_both - [INFO] - [Epoch:82]: Training Loss:0.001731 + +2023-06-21 00:32:08,813 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 00:32:22,442 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 00:32:35,862 - icews14_both - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.41845, Head : 0.37109, Avg : 0.39477 + +2023-06-21 00:32:35,863 - icews14_both - [INFO] - [Epoch 82]: Training Loss: 0.0017307, Valid MRR: 0.40039, + + + +2023-06-21 00:32:36,508 - icews14_both - [INFO] - [E:83| 0]: Train Loss:0.001701, Val MRR:0.40039, icews14_both +2023-06-21 00:33:39,487 - icews14_both - [INFO] - [E:83| 100]: Train Loss:0.0017206, Val MRR:0.40039, icews14_both +2023-06-21 00:34:42,460 - icews14_both - [INFO] - [E:83| 200]: Train Loss:0.001718, Val MRR:0.40039, icews14_both +2023-06-21 00:35:45,449 - icews14_both - [INFO] - [E:83| 300]: Train Loss:0.0017206, Val MRR:0.40039, icews14_both +2023-06-21 00:36:48,438 - icews14_both - [INFO] - [E:83| 400]: Train Loss:0.0017216, Val MRR:0.40039, icews14_both +2023-06-21 00:37:51,427 - icews14_both - [INFO] - [E:83| 500]: Train Loss:0.0017219, Val MRR:0.40039, icews14_both +2023-06-21 00:38:54,404 - icews14_both - [INFO] - [E:83| 600]: Train Loss:0.0017237, Val MRR:0.40039, icews14_both +2023-06-21 00:39:57,398 - icews14_both - [INFO] - [E:83| 700]: Train Loss:0.0017252, Val MRR:0.40039, icews14_both +2023-06-21 00:41:00,388 - icews14_both - [INFO] - [E:83| 800]: Train Loss:0.0017264, Val MRR:0.40039, icews14_both +2023-06-21 00:42:03,355 - icews14_both - [INFO] - [E:83| 900]: Train Loss:0.0017275, Val MRR:0.40039, icews14_both +2023-06-21 00:42:47,640 - icews14_both - [INFO] - [Epoch:83]: Training Loss:0.001728 + +2023-06-21 00:42:47,853 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 00:43:01,489 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 00:43:14,908 - icews14_both - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.41915, Head : 0.36968, Avg : 0.39441 + +2023-06-21 00:43:14,908 - icews14_both - [INFO] - [Epoch 83]: Training Loss: 0.001728, Valid MRR: 0.40039, + + + +2023-06-21 00:43:15,547 - icews14_both - [INFO] - [E:84| 0]: Train Loss:0.0016918, Val MRR:0.40039, icews14_both +2023-06-21 00:44:18,524 - icews14_both - [INFO] - [E:84| 100]: Train Loss:0.0017185, Val MRR:0.40039, icews14_both +2023-06-21 00:45:21,513 - icews14_both - [INFO] - [E:84| 200]: Train Loss:0.0017198, Val MRR:0.40039, icews14_both +2023-06-21 00:46:24,492 - icews14_both - [INFO] - [E:84| 300]: Train Loss:0.0017197, Val MRR:0.40039, icews14_both +2023-06-21 00:47:27,483 - icews14_both - [INFO] - [E:84| 400]: Train Loss:0.00172, Val MRR:0.40039, icews14_both +2023-06-21 00:48:30,465 - icews14_both - [INFO] - [E:84| 500]: Train Loss:0.0017211, Val MRR:0.40039, icews14_both +2023-06-21 00:49:33,447 - icews14_both - [INFO] - [E:84| 600]: Train Loss:0.0017224, Val MRR:0.40039, icews14_both +2023-06-21 00:50:36,424 - icews14_both - [INFO] - [E:84| 700]: Train Loss:0.0017234, Val MRR:0.40039, icews14_both +2023-06-21 00:51:39,413 - icews14_both - [INFO] - [E:84| 800]: Train Loss:0.0017235, Val MRR:0.40039, icews14_both +2023-06-21 00:52:42,382 - icews14_both - [INFO] - [E:84| 900]: Train Loss:0.0017246, Val MRR:0.40039, icews14_both +2023-06-21 00:53:26,666 - icews14_both - [INFO] - [Epoch:84]: Training Loss:0.001726 + +2023-06-21 00:53:26,879 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 00:53:40,520 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 00:53:53,928 - icews14_both - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.4209, Head : 0.37014, Avg : 0.39552 + +2023-06-21 00:53:53,929 - icews14_both - [INFO] - [Epoch 84]: Training Loss: 0.0017256, Valid MRR: 0.40039, + + + +2023-06-21 00:53:54,570 - icews14_both - [INFO] - [E:85| 0]: Train Loss:0.0016946, Val MRR:0.40039, icews14_both +2023-06-21 00:54:57,504 - icews14_both - [INFO] - [E:85| 100]: Train Loss:0.0017191, Val MRR:0.40039, icews14_both +2023-06-21 00:56:00,468 - icews14_both - [INFO] - [E:85| 200]: Train Loss:0.0017164, Val MRR:0.40039, icews14_both +2023-06-21 00:57:03,402 - icews14_both - [INFO] - [E:85| 300]: Train Loss:0.0017167, Val MRR:0.40039, icews14_both +2023-06-21 00:58:06,354 - icews14_both - [INFO] - [E:85| 400]: Train Loss:0.001717, Val MRR:0.40039, icews14_both +2023-06-21 00:59:09,301 - icews14_both - [INFO] - [E:85| 500]: Train Loss:0.0017179, Val MRR:0.40039, icews14_both +2023-06-21 01:00:12,256 - icews14_both - [INFO] - [E:85| 600]: Train Loss:0.0017192, Val MRR:0.40039, icews14_both +2023-06-21 01:01:15,199 - icews14_both - [INFO] - [E:85| 700]: Train Loss:0.0017206, Val MRR:0.40039, icews14_both +2023-06-21 01:02:18,180 - icews14_both - [INFO] - [E:85| 800]: Train Loss:0.0017214, Val MRR:0.40039, icews14_both +2023-06-21 01:03:21,141 - icews14_both - [INFO] - [E:85| 900]: Train Loss:0.0017224, Val MRR:0.40039, icews14_both +2023-06-21 01:04:05,428 - icews14_both - [INFO] - [Epoch:85]: Training Loss:0.001723 + +2023-06-21 01:04:05,641 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 01:04:19,274 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 01:04:32,688 - icews14_both - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.42209, Head : 0.37203, Avg : 0.39706 + +2023-06-21 01:04:32,688 - icews14_both - [INFO] - [Epoch 85]: Training Loss: 0.0017231, Valid MRR: 0.40039, + + + +2023-06-21 01:04:33,329 - icews14_both - [INFO] - [E:86| 0]: Train Loss:0.001736, Val MRR:0.40039, icews14_both +2023-06-21 01:05:36,319 - icews14_both - [INFO] - [E:86| 100]: Train Loss:0.0017094, Val MRR:0.40039, icews14_both +2023-06-21 01:06:39,287 - icews14_both - [INFO] - [E:86| 200]: Train Loss:0.0017102, Val MRR:0.40039, icews14_both +2023-06-21 01:07:42,173 - icews14_both - [INFO] - [E:86| 300]: Train Loss:0.0017125, Val MRR:0.40039, icews14_both +2023-06-21 01:08:45,047 - icews14_both - [INFO] - [E:86| 400]: Train Loss:0.0017134, Val MRR:0.40039, icews14_both +2023-06-21 01:09:47,932 - icews14_both - [INFO] - [E:86| 500]: Train Loss:0.0017149, Val MRR:0.40039, icews14_both +2023-06-21 01:10:50,829 - icews14_both - [INFO] - [E:86| 600]: Train Loss:0.0017161, Val MRR:0.40039, icews14_both +2023-06-21 01:11:53,732 - icews14_both - [INFO] - [E:86| 700]: Train Loss:0.0017173, Val MRR:0.40039, icews14_both +2023-06-21 01:12:56,606 - icews14_both - [INFO] - [E:86| 800]: Train Loss:0.0017179, Val MRR:0.40039, icews14_both +2023-06-21 01:13:59,478 - icews14_both - [INFO] - [E:86| 900]: Train Loss:0.0017192, Val MRR:0.40039, icews14_both +2023-06-21 01:14:43,677 - icews14_both - [INFO] - [Epoch:86]: Training Loss:0.00172 + +2023-06-21 01:14:43,890 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 01:14:57,499 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 01:15:10,907 - icews14_both - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.42215, Head : 0.36879, Avg : 0.39547 + +2023-06-21 01:15:10,907 - icews14_both - [INFO] - [Epoch 86]: Training Loss: 0.0017201, Valid MRR: 0.40039, + + + +2023-06-21 01:15:11,544 - icews14_both - [INFO] - [E:87| 0]: Train Loss:0.0016908, Val MRR:0.40039, icews14_both +2023-06-21 01:16:14,429 - icews14_both - [INFO] - [E:87| 100]: Train Loss:0.0017054, Val MRR:0.40039, icews14_both +2023-06-21 01:17:17,280 - icews14_both - [INFO] - [E:87| 200]: Train Loss:0.001709, Val MRR:0.40039, icews14_both +2023-06-21 01:18:20,132 - icews14_both - [INFO] - [E:87| 300]: Train Loss:0.0017101, Val MRR:0.40039, icews14_both +2023-06-21 01:19:22,997 - icews14_both - [INFO] - [E:87| 400]: Train Loss:0.0017103, Val MRR:0.40039, icews14_both +2023-06-21 01:20:25,861 - icews14_both - [INFO] - [E:87| 500]: Train Loss:0.0017119, Val MRR:0.40039, icews14_both +2023-06-21 01:21:28,698 - icews14_both - [INFO] - [E:87| 600]: Train Loss:0.0017127, Val MRR:0.40039, icews14_both +2023-06-21 01:22:31,578 - icews14_both - [INFO] - [E:87| 700]: Train Loss:0.0017134, Val MRR:0.40039, icews14_both +2023-06-21 01:23:34,436 - icews14_both - [INFO] - [E:87| 800]: Train Loss:0.0017151, Val MRR:0.40039, icews14_both +2023-06-21 01:24:37,273 - icews14_both - [INFO] - [E:87| 900]: Train Loss:0.0017165, Val MRR:0.40039, icews14_both +2023-06-21 01:25:21,467 - icews14_both - [INFO] - [Epoch:87]: Training Loss:0.001717 + +2023-06-21 01:25:21,681 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 01:25:35,301 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 01:25:48,703 - icews14_both - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.42141, Head : 0.36942, Avg : 0.39541 + +2023-06-21 01:25:48,703 - icews14_both - [INFO] - [Epoch 87]: Training Loss: 0.0017174, Valid MRR: 0.40039, + + + +2023-06-21 01:25:49,340 - icews14_both - [INFO] - [E:88| 0]: Train Loss:0.0017325, Val MRR:0.40039, icews14_both +2023-06-21 01:26:52,167 - icews14_both - [INFO] - [E:88| 100]: Train Loss:0.0017034, Val MRR:0.40039, icews14_both +2023-06-21 01:27:55,025 - icews14_both - [INFO] - [E:88| 200]: Train Loss:0.0017057, Val MRR:0.40039, icews14_both +2023-06-21 01:28:57,863 - icews14_both - [INFO] - [E:88| 300]: Train Loss:0.0017071, Val MRR:0.40039, icews14_both +2023-06-21 01:30:00,726 - icews14_both - [INFO] - [E:88| 400]: Train Loss:0.001708, Val MRR:0.40039, icews14_both +2023-06-21 01:31:03,578 - icews14_both - [INFO] - [E:88| 500]: Train Loss:0.0017095, Val MRR:0.40039, icews14_both +2023-06-21 01:32:06,427 - icews14_both - [INFO] - [E:88| 600]: Train Loss:0.0017109, Val MRR:0.40039, icews14_both +2023-06-21 01:33:09,279 - icews14_both - [INFO] - [E:88| 700]: Train Loss:0.0017121, Val MRR:0.40039, icews14_both +2023-06-21 01:34:12,144 - icews14_both - [INFO] - [E:88| 800]: Train Loss:0.0017128, Val MRR:0.40039, icews14_both +2023-06-21 01:35:14,997 - icews14_both - [INFO] - [E:88| 900]: Train Loss:0.0017141, Val MRR:0.40039, icews14_both +2023-06-21 01:35:59,209 - icews14_both - [INFO] - [Epoch:88]: Training Loss:0.001715 + +2023-06-21 01:35:59,423 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 01:36:13,035 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 01:36:26,437 - icews14_both - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.41908, Head : 0.36719, Avg : 0.39313 + +2023-06-21 01:36:26,438 - icews14_both - [INFO] - [Epoch 88]: Training Loss: 0.0017148, Valid MRR: 0.40039, + + + +2023-06-21 01:36:27,075 - icews14_both - [INFO] - [E:89| 0]: Train Loss:0.0016967, Val MRR:0.40039, icews14_both +2023-06-21 01:37:29,969 - icews14_both - [INFO] - [E:89| 100]: Train Loss:0.0017042, Val MRR:0.40039, icews14_both +2023-06-21 01:38:32,842 - icews14_both - [INFO] - [E:89| 200]: Train Loss:0.0017048, Val MRR:0.40039, icews14_both +2023-06-21 01:39:35,711 - icews14_both - [INFO] - [E:89| 300]: Train Loss:0.0017051, Val MRR:0.40039, icews14_both +2023-06-21 01:40:38,577 - icews14_both - [INFO] - [E:89| 400]: Train Loss:0.0017057, Val MRR:0.40039, icews14_both +2023-06-21 01:41:41,445 - icews14_both - [INFO] - [E:89| 500]: Train Loss:0.0017079, Val MRR:0.40039, icews14_both +2023-06-21 01:42:44,334 - icews14_both - [INFO] - [E:89| 600]: Train Loss:0.0017088, Val MRR:0.40039, icews14_both +2023-06-21 01:43:47,226 - icews14_both - [INFO] - [E:89| 700]: Train Loss:0.0017099, Val MRR:0.40039, icews14_both +2023-06-21 01:44:50,121 - icews14_both - [INFO] - [E:89| 800]: Train Loss:0.0017109, Val MRR:0.40039, icews14_both +2023-06-21 01:45:52,969 - icews14_both - [INFO] - [E:89| 900]: Train Loss:0.0017116, Val MRR:0.40039, icews14_both +2023-06-21 01:46:37,176 - icews14_both - [INFO] - [Epoch:89]: Training Loss:0.001713 + +2023-06-21 01:46:37,389 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 01:46:51,021 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 01:47:04,437 - icews14_both - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.41914, Head : 0.37027, Avg : 0.3947 + MR: Tail : 473.88, Head : 474.19, Avg : 474.04 + Hit-1: Tail : 0.31551, Head : 0.26547, Avg : 0.29049 + Hit-3: Tail : 0.47602, Head : 0.42121, Avg : 0.44861 + Hit-10: Tail : 0.61833, Head : 0.57525, Avg : 0.59679 +2023-06-21 01:47:04,437 - icews14_both - [INFO] - [Epoch 89]: Training Loss: 0.0017126, Valid MRR: 0.40039, + + + +2023-06-21 01:47:05,078 - icews14_both - [INFO] - [E:90| 0]: Train Loss:0.0016848, Val MRR:0.40039, icews14_both +2023-06-21 01:48:07,972 - icews14_both - [INFO] - [E:90| 100]: Train Loss:0.0017011, Val MRR:0.40039, icews14_both +2023-06-21 01:49:10,891 - icews14_both - [INFO] - [E:90| 200]: Train Loss:0.0017014, Val MRR:0.40039, icews14_both +2023-06-21 01:50:13,826 - icews14_both - [INFO] - [E:90| 300]: Train Loss:0.0017042, Val MRR:0.40039, icews14_both +2023-06-21 01:51:16,723 - icews14_both - [INFO] - [E:90| 400]: Train Loss:0.001705, Val MRR:0.40039, icews14_both +2023-06-21 01:52:19,627 - icews14_both - [INFO] - [E:90| 500]: Train Loss:0.0017064, Val MRR:0.40039, icews14_both +2023-06-21 01:53:22,559 - icews14_both - [INFO] - [E:90| 600]: Train Loss:0.0017075, Val MRR:0.40039, icews14_both +2023-06-21 01:54:25,471 - icews14_both - [INFO] - [E:90| 700]: Train Loss:0.0017077, Val MRR:0.40039, icews14_both +2023-06-21 01:55:28,417 - icews14_both - [INFO] - [E:90| 800]: Train Loss:0.001708, Val MRR:0.40039, icews14_both +2023-06-21 01:56:31,314 - icews14_both - [INFO] - [E:90| 900]: Train Loss:0.0017087, Val MRR:0.40039, icews14_both +2023-06-21 01:57:15,535 - icews14_both - [INFO] - [Epoch:90]: Training Loss:0.00171 + +2023-06-21 01:57:15,748 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 01:57:29,362 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 01:57:42,774 - icews14_both - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.42182, Head : 0.36997, Avg : 0.39589 + +2023-06-21 01:57:42,774 - icews14_both - [INFO] - [Epoch 90]: Training Loss: 0.0017099, Valid MRR: 0.40039, + + + +2023-06-21 01:57:43,412 - icews14_both - [INFO] - [E:91| 0]: Train Loss:0.0016654, Val MRR:0.40039, icews14_both +2023-06-21 01:58:46,312 - icews14_both - [INFO] - [E:91| 100]: Train Loss:0.001697, Val MRR:0.40039, icews14_both +2023-06-21 01:59:49,218 - icews14_both - [INFO] - [E:91| 200]: Train Loss:0.0016972, Val MRR:0.40039, icews14_both +2023-06-21 02:00:52,152 - icews14_both - [INFO] - [E:91| 300]: Train Loss:0.001699, Val MRR:0.40039, icews14_both +2023-06-21 02:01:55,059 - icews14_both - [INFO] - [E:91| 400]: Train Loss:0.0017004, Val MRR:0.40039, icews14_both +2023-06-21 02:02:58,003 - icews14_both - [INFO] - [E:91| 500]: Train Loss:0.0017025, Val MRR:0.40039, icews14_both +2023-06-21 02:04:00,931 - icews14_both - [INFO] - [E:91| 600]: Train Loss:0.0017038, Val MRR:0.40039, icews14_both +2023-06-21 02:05:03,847 - icews14_both - [INFO] - [E:91| 700]: Train Loss:0.0017051, Val MRR:0.40039, icews14_both +2023-06-21 02:06:06,754 - icews14_both - [INFO] - [E:91| 800]: Train Loss:0.0017061, Val MRR:0.40039, icews14_both +2023-06-21 02:07:09,694 - icews14_both - [INFO] - [E:91| 900]: Train Loss:0.001707, Val MRR:0.40039, icews14_both +2023-06-21 02:07:53,934 - icews14_both - [INFO] - [Epoch:91]: Training Loss:0.001708 + +2023-06-21 02:07:54,147 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 02:08:07,788 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 02:08:21,200 - icews14_both - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.4204, Head : 0.36612, Avg : 0.39326 + +2023-06-21 02:08:21,200 - icews14_both - [INFO] - [Epoch 91]: Training Loss: 0.0017078, Valid MRR: 0.40039, + + + +2023-06-21 02:08:21,838 - icews14_both - [INFO] - [E:92| 0]: Train Loss:0.0016827, Val MRR:0.40039, icews14_both +2023-06-21 02:09:24,758 - icews14_both - [INFO] - [E:92| 100]: Train Loss:0.0016899, Val MRR:0.40039, icews14_both +2023-06-21 02:10:27,677 - icews14_both - [INFO] - [E:92| 200]: Train Loss:0.0016959, Val MRR:0.40039, icews14_both +2023-06-21 02:11:30,601 - icews14_both - [INFO] - [E:92| 300]: Train Loss:0.0016975, Val MRR:0.40039, icews14_both +2023-06-21 02:12:33,513 - icews14_both - [INFO] - [E:92| 400]: Train Loss:0.0016979, Val MRR:0.40039, icews14_both +2023-06-21 02:13:36,443 - icews14_both - [INFO] - [E:92| 500]: Train Loss:0.0016991, Val MRR:0.40039, icews14_both +2023-06-21 02:14:39,343 - icews14_both - [INFO] - [E:92| 600]: Train Loss:0.0017005, Val MRR:0.40039, icews14_both +2023-06-21 02:15:42,269 - icews14_both - [INFO] - [E:92| 700]: Train Loss:0.0017018, Val MRR:0.40039, icews14_both +2023-06-21 02:16:45,194 - icews14_both - [INFO] - [E:92| 800]: Train Loss:0.0017027, Val MRR:0.40039, icews14_both +2023-06-21 02:17:48,129 - icews14_both - [INFO] - [E:92| 900]: Train Loss:0.0017039, Val MRR:0.40039, icews14_both +2023-06-21 02:18:32,379 - icews14_both - [INFO] - [Epoch:92]: Training Loss:0.001705 + +2023-06-21 02:18:32,591 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 02:18:46,223 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 02:18:59,638 - icews14_both - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.41494, Head : 0.3686, Avg : 0.39177 + +2023-06-21 02:18:59,638 - icews14_both - [INFO] - [Epoch 92]: Training Loss: 0.0017052, Valid MRR: 0.40039, + + + +2023-06-21 02:19:00,283 - icews14_both - [INFO] - [E:93| 0]: Train Loss:0.0016947, Val MRR:0.40039, icews14_both +2023-06-21 02:20:03,192 - icews14_both - [INFO] - [E:93| 100]: Train Loss:0.0016917, Val MRR:0.40039, icews14_both +2023-06-21 02:21:06,138 - icews14_both - [INFO] - [E:93| 200]: Train Loss:0.0016912, Val MRR:0.40039, icews14_both +2023-06-21 02:22:09,084 - icews14_both - [INFO] - [E:93| 300]: Train Loss:0.001693, Val MRR:0.40039, icews14_both +2023-06-21 02:23:12,030 - icews14_both - [INFO] - [E:93| 400]: Train Loss:0.001695, Val MRR:0.40039, icews14_both +2023-06-21 02:24:14,945 - icews14_both - [INFO] - [E:93| 500]: Train Loss:0.0016965, Val MRR:0.40039, icews14_both +2023-06-21 02:25:17,862 - icews14_both - [INFO] - [E:93| 600]: Train Loss:0.0016984, Val MRR:0.40039, icews14_both +2023-06-21 02:26:20,774 - icews14_both - [INFO] - [E:93| 700]: Train Loss:0.0016994, Val MRR:0.40039, icews14_both +2023-06-21 02:27:23,685 - icews14_both - [INFO] - [E:93| 800]: Train Loss:0.0017006, Val MRR:0.40039, icews14_both +2023-06-21 02:28:26,587 - icews14_both - [INFO] - [E:93| 900]: Train Loss:0.0017018, Val MRR:0.40039, icews14_both +2023-06-21 02:29:10,826 - icews14_both - [INFO] - [Epoch:93]: Training Loss:0.001702 + +2023-06-21 02:29:11,039 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 02:29:24,684 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 02:29:38,096 - icews14_both - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.41966, Head : 0.36914, Avg : 0.3944 + +2023-06-21 02:29:38,097 - icews14_both - [INFO] - [Epoch 93]: Training Loss: 0.0017023, Valid MRR: 0.40039, + + + +2023-06-21 02:29:38,734 - icews14_both - [INFO] - [E:94| 0]: Train Loss:0.0017089, Val MRR:0.40039, icews14_both +2023-06-21 02:30:41,656 - icews14_both - [INFO] - [E:94| 100]: Train Loss:0.0016908, Val MRR:0.40039, icews14_both +2023-06-21 02:31:44,554 - icews14_both - [INFO] - [E:94| 200]: Train Loss:0.0016909, Val MRR:0.40039, icews14_both +2023-06-21 02:32:47,469 - icews14_both - [INFO] - [E:94| 300]: Train Loss:0.0016926, Val MRR:0.40039, icews14_both +2023-06-21 02:33:50,465 - icews14_both - [INFO] - [E:94| 400]: Train Loss:0.0016938, Val MRR:0.40039, icews14_both +2023-06-21 02:34:53,482 - icews14_both - [INFO] - [E:94| 500]: Train Loss:0.0016937, Val MRR:0.40039, icews14_both +2023-06-21 02:35:56,495 - icews14_both - [INFO] - [E:94| 600]: Train Loss:0.001695, Val MRR:0.40039, icews14_both +2023-06-21 02:36:59,523 - icews14_both - [INFO] - [E:94| 700]: Train Loss:0.0016967, Val MRR:0.40039, icews14_both +2023-06-21 02:38:02,540 - icews14_both - [INFO] - [E:94| 800]: Train Loss:0.0016981, Val MRR:0.40039, icews14_both +2023-06-21 02:39:05,536 - icews14_both - [INFO] - [E:94| 900]: Train Loss:0.0016995, Val MRR:0.40039, icews14_both +2023-06-21 02:39:49,839 - icews14_both - [INFO] - [Epoch:94]: Training Loss:0.0017 + +2023-06-21 02:39:50,054 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 02:40:03,688 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 02:40:17,112 - icews14_both - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.41744, Head : 0.3682, Avg : 0.39282 + +2023-06-21 02:40:17,112 - icews14_both - [INFO] - [Epoch 94]: Training Loss: 0.0017004, Valid MRR: 0.40039, + + + +2023-06-21 02:40:17,752 - icews14_both - [INFO] - [E:95| 0]: Train Loss:0.0016964, Val MRR:0.40039, icews14_both +2023-06-21 02:41:20,759 - icews14_both - [INFO] - [E:95| 100]: Train Loss:0.0016902, Val MRR:0.40039, icews14_both +2023-06-21 02:42:23,775 - icews14_both - [INFO] - [E:95| 200]: Train Loss:0.0016897, Val MRR:0.40039, icews14_both +2023-06-21 02:43:26,796 - icews14_both - [INFO] - [E:95| 300]: Train Loss:0.0016905, Val MRR:0.40039, icews14_both +2023-06-21 02:44:29,793 - icews14_both - [INFO] - [E:95| 400]: Train Loss:0.0016916, Val MRR:0.40039, icews14_both +2023-06-21 02:45:32,856 - icews14_both - [INFO] - [E:95| 500]: Train Loss:0.0016927, Val MRR:0.40039, icews14_both +2023-06-21 02:46:35,944 - icews14_both - [INFO] - [E:95| 600]: Train Loss:0.0016941, Val MRR:0.40039, icews14_both +2023-06-21 02:47:39,010 - icews14_both - [INFO] - [E:95| 700]: Train Loss:0.0016944, Val MRR:0.40039, icews14_both +2023-06-21 02:48:42,085 - icews14_both - [INFO] - [E:95| 800]: Train Loss:0.0016955, Val MRR:0.40039, icews14_both +2023-06-21 02:49:45,115 - icews14_both - [INFO] - [E:95| 900]: Train Loss:0.0016967, Val MRR:0.40039, icews14_both +2023-06-21 02:50:29,480 - icews14_both - [INFO] - [Epoch:95]: Training Loss:0.001698 + +2023-06-21 02:50:29,695 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 02:50:43,369 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 02:50:56,826 - icews14_both - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.41619, Head : 0.36752, Avg : 0.39185 + +2023-06-21 02:50:56,826 - icews14_both - [INFO] - [Epoch 95]: Training Loss: 0.0016975, Valid MRR: 0.40039, + + + +2023-06-21 02:50:57,468 - icews14_both - [INFO] - [E:96| 0]: Train Loss:0.0017212, Val MRR:0.40039, icews14_both +2023-06-21 02:52:00,587 - icews14_both - [INFO] - [E:96| 100]: Train Loss:0.0016858, Val MRR:0.40039, icews14_both +2023-06-21 02:53:03,744 - icews14_both - [INFO] - [E:96| 200]: Train Loss:0.0016867, Val MRR:0.40039, icews14_both +2023-06-21 02:54:06,911 - icews14_both - [INFO] - [E:96| 300]: Train Loss:0.0016882, Val MRR:0.40039, icews14_both +2023-06-21 02:55:10,058 - icews14_both - [INFO] - [E:96| 400]: Train Loss:0.0016891, Val MRR:0.40039, icews14_both +2023-06-21 02:56:13,211 - icews14_both - [INFO] - [E:96| 500]: Train Loss:0.0016908, Val MRR:0.40039, icews14_both +2023-06-21 02:57:16,437 - icews14_both - [INFO] - [E:96| 600]: Train Loss:0.0016912, Val MRR:0.40039, icews14_both +2023-06-21 02:58:19,666 - icews14_both - [INFO] - [E:96| 700]: Train Loss:0.0016924, Val MRR:0.40039, icews14_both +2023-06-21 02:59:22,861 - icews14_both - [INFO] - [E:96| 800]: Train Loss:0.0016935, Val MRR:0.40039, icews14_both +2023-06-21 03:00:26,044 - icews14_both - [INFO] - [E:96| 900]: Train Loss:0.0016944, Val MRR:0.40039, icews14_both +2023-06-21 03:01:10,501 - icews14_both - [INFO] - [Epoch:96]: Training Loss:0.001695 + +2023-06-21 03:01:10,715 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 03:01:24,414 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 03:01:37,902 - icews14_both - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.41755, Head : 0.36771, Avg : 0.39263 + +2023-06-21 03:01:37,903 - icews14_both - [INFO] - [Epoch 96]: Training Loss: 0.0016953, Valid MRR: 0.40039, + + + +2023-06-21 03:01:38,547 - icews14_both - [INFO] - [E:97| 0]: Train Loss:0.0016847, Val MRR:0.40039, icews14_both +2023-06-21 03:02:41,742 - icews14_both - [INFO] - [E:97| 100]: Train Loss:0.0016826, Val MRR:0.40039, icews14_both +2023-06-21 03:03:44,956 - icews14_both - [INFO] - [E:97| 200]: Train Loss:0.0016836, Val MRR:0.40039, icews14_both +2023-06-21 03:04:48,164 - icews14_both - [INFO] - [E:97| 300]: Train Loss:0.0016853, Val MRR:0.40039, icews14_both +2023-06-21 03:05:51,376 - icews14_both - [INFO] - [E:97| 400]: Train Loss:0.001686, Val MRR:0.40039, icews14_both +2023-06-21 03:06:54,577 - icews14_both - [INFO] - [E:97| 500]: Train Loss:0.0016878, Val MRR:0.40039, icews14_both +2023-06-21 03:07:57,800 - icews14_both - [INFO] - [E:97| 600]: Train Loss:0.0016887, Val MRR:0.40039, icews14_both +2023-06-21 03:09:01,003 - icews14_both - [INFO] - [E:97| 700]: Train Loss:0.0016895, Val MRR:0.40039, icews14_both +2023-06-21 03:10:04,214 - icews14_both - [INFO] - [E:97| 800]: Train Loss:0.0016907, Val MRR:0.40039, icews14_both +2023-06-21 03:11:07,426 - icews14_both - [INFO] - [E:97| 900]: Train Loss:0.0016918, Val MRR:0.40039, icews14_both +2023-06-21 03:11:51,890 - icews14_both - [INFO] - [Epoch:97]: Training Loss:0.001692 + +2023-06-21 03:11:52,103 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 03:12:05,803 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 03:12:19,291 - icews14_both - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.41908, Head : 0.37002, Avg : 0.39455 + +2023-06-21 03:12:19,291 - icews14_both - [INFO] - [Epoch 97]: Training Loss: 0.0016924, Valid MRR: 0.40039, + + + +2023-06-21 03:12:19,934 - icews14_both - [INFO] - [E:98| 0]: Train Loss:0.0016686, Val MRR:0.40039, icews14_both +2023-06-21 03:13:23,163 - icews14_both - [INFO] - [E:98| 100]: Train Loss:0.0016792, Val MRR:0.40039, icews14_both +2023-06-21 03:14:26,397 - icews14_both - [INFO] - [E:98| 200]: Train Loss:0.0016836, Val MRR:0.40039, icews14_both +2023-06-21 03:15:29,632 - icews14_both - [INFO] - [E:98| 300]: Train Loss:0.0016842, Val MRR:0.40039, icews14_both +2023-06-21 03:16:32,836 - icews14_both - [INFO] - [E:98| 400]: Train Loss:0.0016849, Val MRR:0.40039, icews14_both +2023-06-21 03:17:36,043 - icews14_both - [INFO] - [E:98| 500]: Train Loss:0.0016854, Val MRR:0.40039, icews14_both +2023-06-21 03:18:39,261 - icews14_both - [INFO] - [E:98| 600]: Train Loss:0.0016862, Val MRR:0.40039, icews14_both +2023-06-21 03:19:42,489 - icews14_both - [INFO] - [E:98| 700]: Train Loss:0.0016868, Val MRR:0.40039, icews14_both +2023-06-21 03:20:45,713 - icews14_both - [INFO] - [E:98| 800]: Train Loss:0.001688, Val MRR:0.40039, icews14_both +2023-06-21 03:21:48,950 - icews14_both - [INFO] - [E:98| 900]: Train Loss:0.0016898, Val MRR:0.40039, icews14_both +2023-06-21 03:22:33,412 - icews14_both - [INFO] - [Epoch:98]: Training Loss:0.00169 + +2023-06-21 03:22:33,626 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 03:22:47,331 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 03:23:00,831 - icews14_both - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.41978, Head : 0.36998, Avg : 0.39488 + +2023-06-21 03:23:00,832 - icews14_both - [INFO] - [Epoch 98]: Training Loss: 0.0016903, Valid MRR: 0.40039, + + + +2023-06-21 03:23:01,474 - icews14_both - [INFO] - [E:99| 0]: Train Loss:0.001676, Val MRR:0.40039, icews14_both +2023-06-21 03:24:04,687 - icews14_both - [INFO] - [E:99| 100]: Train Loss:0.0016773, Val MRR:0.40039, icews14_both +2023-06-21 03:25:07,919 - icews14_both - [INFO] - [E:99| 200]: Train Loss:0.0016797, Val MRR:0.40039, icews14_both +2023-06-21 03:26:11,127 - icews14_both - [INFO] - [E:99| 300]: Train Loss:0.0016798, Val MRR:0.40039, icews14_both +2023-06-21 03:27:14,340 - icews14_both - [INFO] - [E:99| 400]: Train Loss:0.0016815, Val MRR:0.40039, icews14_both +2023-06-21 03:28:17,548 - icews14_both - [INFO] - [E:99| 500]: Train Loss:0.0016827, Val MRR:0.40039, icews14_both +2023-06-21 03:29:20,758 - icews14_both - [INFO] - [E:99| 600]: Train Loss:0.0016838, Val MRR:0.40039, icews14_both +2023-06-21 03:30:23,965 - icews14_both - [INFO] - [E:99| 700]: Train Loss:0.0016843, Val MRR:0.40039, icews14_both +2023-06-21 03:31:27,153 - icews14_both - [INFO] - [E:99| 800]: Train Loss:0.0016854, Val MRR:0.40039, icews14_both +2023-06-21 03:32:30,341 - icews14_both - [INFO] - [E:99| 900]: Train Loss:0.0016868, Val MRR:0.40039, icews14_both +2023-06-21 03:33:14,794 - icews14_both - [INFO] - [Epoch:99]: Training Loss:0.001687 + +2023-06-21 03:33:15,009 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 03:33:28,695 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 03:33:42,172 - icews14_both - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.41893, Head : 0.37063, Avg : 0.39478 + MR: Tail : 558.12, Head : 530.12, Avg : 544.12 + Hit-1: Tail : 0.31856, Head : 0.2673, Avg : 0.29293 + Hit-3: Tail : 0.46881, Head : 0.41902, Avg : 0.44392 + Hit-10: Tail : 0.61565, Head : 0.57415, Avg : 0.5949 +2023-06-21 03:33:42,172 - icews14_both - [INFO] - [Epoch 99]: Training Loss: 0.0016871, Valid MRR: 0.40039, + + + +2023-06-21 03:33:42,815 - icews14_both - [INFO] - [E:100| 0]: Train Loss:0.0016778, Val MRR:0.40039, icews14_both +2023-06-21 03:34:46,026 - icews14_both - [INFO] - [E:100| 100]: Train Loss:0.0016763, Val MRR:0.40039, icews14_both +2023-06-21 03:35:49,229 - icews14_both - [INFO] - [E:100| 200]: Train Loss:0.0016775, Val MRR:0.40039, icews14_both +2023-06-21 03:36:52,459 - icews14_both - [INFO] - [E:100| 300]: Train Loss:0.0016782, Val MRR:0.40039, icews14_both +2023-06-21 03:37:55,682 - icews14_both - [INFO] - [E:100| 400]: Train Loss:0.0016788, Val MRR:0.40039, icews14_both +2023-06-21 03:38:58,899 - icews14_both - [INFO] - [E:100| 500]: Train Loss:0.00168, Val MRR:0.40039, icews14_both +2023-06-21 03:40:02,136 - icews14_both - [INFO] - [E:100| 600]: Train Loss:0.0016806, Val MRR:0.40039, icews14_both +2023-06-21 03:41:05,367 - icews14_both - [INFO] - [E:100| 700]: Train Loss:0.0016816, Val MRR:0.40039, icews14_both +2023-06-21 03:42:08,590 - icews14_both - [INFO] - [E:100| 800]: Train Loss:0.0016828, Val MRR:0.40039, icews14_both +2023-06-21 03:43:11,819 - icews14_both - [INFO] - [E:100| 900]: Train Loss:0.0016837, Val MRR:0.40039, icews14_both +2023-06-21 03:43:56,288 - icews14_both - [INFO] - [Epoch:100]: Training Loss:0.001685 + +2023-06-21 03:43:56,503 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 03:44:10,216 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 03:44:23,715 - icews14_both - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.41916, Head : 0.36838, Avg : 0.39377 + +2023-06-21 03:44:23,716 - icews14_both - [INFO] - [Epoch 100]: Training Loss: 0.0016848, Valid MRR: 0.40039, + + + +2023-06-21 03:44:24,357 - icews14_both - [INFO] - [E:101| 0]: Train Loss:0.0017165, Val MRR:0.40039, icews14_both +2023-06-21 03:45:27,595 - icews14_both - [INFO] - [E:101| 100]: Train Loss:0.0016727, Val MRR:0.40039, icews14_both +2023-06-21 03:46:30,822 - icews14_both - [INFO] - [E:101| 200]: Train Loss:0.0016746, Val MRR:0.40039, icews14_both +2023-06-21 03:47:34,066 - icews14_both - [INFO] - [E:101| 300]: Train Loss:0.0016765, Val MRR:0.40039, icews14_both +2023-06-21 03:48:37,306 - icews14_both - [INFO] - [E:101| 400]: Train Loss:0.0016767, Val MRR:0.40039, icews14_both +2023-06-21 03:49:40,547 - icews14_both - [INFO] - [E:101| 500]: Train Loss:0.0016777, Val MRR:0.40039, icews14_both +2023-06-21 03:50:43,803 - icews14_both - [INFO] - [E:101| 600]: Train Loss:0.0016784, Val MRR:0.40039, icews14_both +2023-06-21 03:51:47,048 - icews14_both - [INFO] - [E:101| 700]: Train Loss:0.0016789, Val MRR:0.40039, icews14_both +2023-06-21 03:52:50,302 - icews14_both - [INFO] - [E:101| 800]: Train Loss:0.0016803, Val MRR:0.40039, icews14_both +2023-06-21 03:53:53,549 - icews14_both - [INFO] - [E:101| 900]: Train Loss:0.0016815, Val MRR:0.40039, icews14_both +2023-06-21 03:54:38,012 - icews14_both - [INFO] - [Epoch:101]: Training Loss:0.001682 + +2023-06-21 03:54:38,226 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 03:54:51,930 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 03:55:05,417 - icews14_both - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.4157, Head : 0.36926, Avg : 0.39248 + +2023-06-21 03:55:05,418 - icews14_both - [INFO] - [Epoch 101]: Training Loss: 0.0016822, Valid MRR: 0.40039, + + + +2023-06-21 03:55:06,060 - icews14_both - [INFO] - [E:102| 0]: Train Loss:0.0016832, Val MRR:0.40039, icews14_both +2023-06-21 03:56:09,341 - icews14_both - [INFO] - [E:102| 100]: Train Loss:0.0016648, Val MRR:0.40039, icews14_both +2023-06-21 03:57:12,584 - icews14_both - [INFO] - [E:102| 200]: Train Loss:0.0016682, Val MRR:0.40039, icews14_both +2023-06-21 03:58:15,871 - icews14_both - [INFO] - [E:102| 300]: Train Loss:0.0016699, Val MRR:0.40039, icews14_both +2023-06-21 03:59:19,144 - icews14_both - [INFO] - [E:102| 400]: Train Loss:0.0016712, Val MRR:0.40039, icews14_both +2023-06-21 04:00:22,423 - icews14_both - [INFO] - [E:102| 500]: Train Loss:0.0016739, Val MRR:0.40039, icews14_both +2023-06-21 04:01:25,692 - icews14_both - [INFO] - [E:102| 600]: Train Loss:0.0016749, Val MRR:0.40039, icews14_both +2023-06-21 04:02:28,951 - icews14_both - [INFO] - [E:102| 700]: Train Loss:0.0016761, Val MRR:0.40039, icews14_both +2023-06-21 04:03:32,225 - icews14_both - [INFO] - [E:102| 800]: Train Loss:0.0016771, Val MRR:0.40039, icews14_both +2023-06-21 04:04:35,485 - icews14_both - [INFO] - [E:102| 900]: Train Loss:0.0016782, Val MRR:0.40039, icews14_both +2023-06-21 04:05:19,956 - icews14_both - [INFO] - [Epoch:102]: Training Loss:0.001679 + +2023-06-21 04:05:20,170 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 04:05:33,882 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 04:05:47,367 - icews14_both - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.41724, Head : 0.36849, Avg : 0.39287 + +2023-06-21 04:05:47,367 - icews14_both - [INFO] - [Epoch 102]: Training Loss: 0.0016792, Valid MRR: 0.40039, + + + +2023-06-21 04:05:48,011 - icews14_both - [INFO] - [E:103| 0]: Train Loss:0.0016778, Val MRR:0.40039, icews14_both +2023-06-21 04:06:51,281 - icews14_both - [INFO] - [E:103| 100]: Train Loss:0.0016672, Val MRR:0.40039, icews14_both +2023-06-21 04:07:54,551 - icews14_both - [INFO] - [E:103| 200]: Train Loss:0.0016678, Val MRR:0.40039, icews14_both +2023-06-21 04:08:57,808 - icews14_both - [INFO] - [E:103| 300]: Train Loss:0.0016687, Val MRR:0.40039, icews14_both +2023-06-21 04:10:01,062 - icews14_both - [INFO] - [E:103| 400]: Train Loss:0.0016701, Val MRR:0.40039, icews14_both +2023-06-21 04:11:04,326 - icews14_both - [INFO] - [E:103| 500]: Train Loss:0.0016712, Val MRR:0.40039, icews14_both +2023-06-21 04:12:07,580 - icews14_both - [INFO] - [E:103| 600]: Train Loss:0.0016724, Val MRR:0.40039, icews14_both +2023-06-21 04:13:10,850 - icews14_both - [INFO] - [E:103| 700]: Train Loss:0.0016734, Val MRR:0.40039, icews14_both +2023-06-21 04:14:14,123 - icews14_both - [INFO] - [E:103| 800]: Train Loss:0.0016747, Val MRR:0.40039, icews14_both +2023-06-21 04:15:17,392 - icews14_both - [INFO] - [E:103| 900]: Train Loss:0.0016756, Val MRR:0.40039, icews14_both +2023-06-21 04:16:01,880 - icews14_both - [INFO] - [Epoch:103]: Training Loss:0.001676 + +2023-06-21 04:16:02,094 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 04:16:15,793 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 04:16:29,285 - icews14_both - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.41888, Head : 0.37224, Avg : 0.39556 + +2023-06-21 04:16:29,285 - icews14_both - [INFO] - [Epoch 103]: Training Loss: 0.0016762, Valid MRR: 0.40039, + + + +2023-06-21 04:16:29,931 - icews14_both - [INFO] - [E:104| 0]: Train Loss:0.0016679, Val MRR:0.40039, icews14_both +2023-06-21 04:17:33,177 - icews14_both - [INFO] - [E:104| 100]: Train Loss:0.0016631, Val MRR:0.40039, icews14_both +2023-06-21 04:18:36,438 - icews14_both - [INFO] - [E:104| 200]: Train Loss:0.0016636, Val MRR:0.40039, icews14_both +2023-06-21 04:19:39,703 - icews14_both - [INFO] - [E:104| 300]: Train Loss:0.0016657, Val MRR:0.40039, icews14_both +2023-06-21 04:20:42,967 - icews14_both - [INFO] - [E:104| 400]: Train Loss:0.001667, Val MRR:0.40039, icews14_both +2023-06-21 04:21:46,215 - icews14_both - [INFO] - [E:104| 500]: Train Loss:0.0016679, Val MRR:0.40039, icews14_both +2023-06-21 04:22:49,475 - icews14_both - [INFO] - [E:104| 600]: Train Loss:0.0016694, Val MRR:0.40039, icews14_both +2023-06-21 04:23:52,723 - icews14_both - [INFO] - [E:104| 700]: Train Loss:0.0016709, Val MRR:0.40039, icews14_both +2023-06-21 04:24:55,994 - icews14_both - [INFO] - [E:104| 800]: Train Loss:0.0016719, Val MRR:0.40039, icews14_both +2023-06-21 04:25:59,266 - icews14_both - [INFO] - [E:104| 900]: Train Loss:0.0016729, Val MRR:0.40039, icews14_both +2023-06-21 04:26:43,761 - icews14_both - [INFO] - [Epoch:104]: Training Loss:0.001673 + +2023-06-21 04:26:43,976 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 04:26:57,686 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 04:27:11,178 - icews14_both - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.41903, Head : 0.36917, Avg : 0.3941 + +2023-06-21 04:27:11,178 - icews14_both - [INFO] - [Epoch 104]: Training Loss: 0.0016733, Valid MRR: 0.40039, + + + +2023-06-21 04:27:11,820 - icews14_both - [INFO] - [E:105| 0]: Train Loss:0.0016339, Val MRR:0.40039, icews14_both +2023-06-21 04:28:15,088 - icews14_both - [INFO] - [E:105| 100]: Train Loss:0.0016636, Val MRR:0.40039, icews14_both +2023-06-21 04:29:18,375 - icews14_both - [INFO] - [E:105| 200]: Train Loss:0.0016638, Val MRR:0.40039, icews14_both +2023-06-21 04:30:21,633 - icews14_both - [INFO] - [E:105| 300]: Train Loss:0.0016646, Val MRR:0.40039, icews14_both +2023-06-21 04:31:24,902 - icews14_both - [INFO] - [E:105| 400]: Train Loss:0.001665, Val MRR:0.40039, icews14_both +2023-06-21 04:32:28,177 - icews14_both - [INFO] - [E:105| 500]: Train Loss:0.0016662, Val MRR:0.40039, icews14_both +2023-06-21 04:33:31,452 - icews14_both - [INFO] - [E:105| 600]: Train Loss:0.0016668, Val MRR:0.40039, icews14_both +2023-06-21 04:34:34,717 - icews14_both - [INFO] - [E:105| 700]: Train Loss:0.0016676, Val MRR:0.40039, icews14_both +2023-06-21 04:35:37,980 - icews14_both - [INFO] - [E:105| 800]: Train Loss:0.0016683, Val MRR:0.40039, icews14_both +2023-06-21 04:36:41,252 - icews14_both - [INFO] - [E:105| 900]: Train Loss:0.0016694, Val MRR:0.40039, icews14_both +2023-06-21 04:37:25,744 - icews14_both - [INFO] - [Epoch:105]: Training Loss:0.00167 + +2023-06-21 04:37:25,958 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 04:37:39,662 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 04:37:53,178 - icews14_both - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.41759, Head : 0.3669, Avg : 0.39225 + +2023-06-21 04:37:53,178 - icews14_both - [INFO] - [Epoch 105]: Training Loss: 0.0016701, Valid MRR: 0.40039, + + + +2023-06-21 04:37:53,825 - icews14_both - [INFO] - [E:106| 0]: Train Loss:0.0016612, Val MRR:0.40039, icews14_both +2023-06-21 04:38:57,107 - icews14_both - [INFO] - [E:106| 100]: Train Loss:0.0016575, Val MRR:0.40039, icews14_both +2023-06-21 04:40:00,375 - icews14_both - [INFO] - [E:106| 200]: Train Loss:0.0016597, Val MRR:0.40039, icews14_both +2023-06-21 04:41:03,624 - icews14_both - [INFO] - [E:106| 300]: Train Loss:0.00166, Val MRR:0.40039, icews14_both +2023-06-21 04:42:06,891 - icews14_both - [INFO] - [E:106| 400]: Train Loss:0.0016614, Val MRR:0.40039, icews14_both +2023-06-21 04:43:10,151 - icews14_both - [INFO] - [E:106| 500]: Train Loss:0.0016625, Val MRR:0.40039, icews14_both +2023-06-21 04:44:13,395 - icews14_both - [INFO] - [E:106| 600]: Train Loss:0.0016641, Val MRR:0.40039, icews14_both +2023-06-21 04:45:16,651 - icews14_both - [INFO] - [E:106| 700]: Train Loss:0.0016643, Val MRR:0.40039, icews14_both +2023-06-21 04:46:19,913 - icews14_both - [INFO] - [E:106| 800]: Train Loss:0.0016651, Val MRR:0.40039, icews14_both +2023-06-21 04:47:23,182 - icews14_both - [INFO] - [E:106| 900]: Train Loss:0.0016661, Val MRR:0.40039, icews14_both +2023-06-21 04:48:07,669 - icews14_both - [INFO] - [Epoch:106]: Training Loss:0.001667 + +2023-06-21 04:48:07,884 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 04:48:21,579 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 04:48:35,065 - icews14_both - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.4233, Head : 0.37156, Avg : 0.39743 + +2023-06-21 04:48:35,065 - icews14_both - [INFO] - [Epoch 106]: Training Loss: 0.0016667, Valid MRR: 0.40039, + + + +2023-06-21 04:48:35,708 - icews14_both - [INFO] - [E:107| 0]: Train Loss:0.0016791, Val MRR:0.40039, icews14_both +2023-06-21 04:49:38,964 - icews14_both - [INFO] - [E:107| 100]: Train Loss:0.0016531, Val MRR:0.40039, icews14_both +2023-06-21 04:50:42,208 - icews14_both - [INFO] - [E:107| 200]: Train Loss:0.0016556, Val MRR:0.40039, icews14_both +2023-06-21 04:51:45,460 - icews14_both - [INFO] - [E:107| 300]: Train Loss:0.0016562, Val MRR:0.40039, icews14_both +2023-06-21 04:52:48,721 - icews14_both - [INFO] - [E:107| 400]: Train Loss:0.0016573, Val MRR:0.40039, icews14_both +2023-06-21 04:53:51,996 - icews14_both - [INFO] - [E:107| 500]: Train Loss:0.0016587, Val MRR:0.40039, icews14_both +2023-06-21 04:54:55,276 - icews14_both - [INFO] - [E:107| 600]: Train Loss:0.0016599, Val MRR:0.40039, icews14_both +2023-06-21 04:55:58,567 - icews14_both - [INFO] - [E:107| 700]: Train Loss:0.0016606, Val MRR:0.40039, icews14_both +2023-06-21 04:57:01,838 - icews14_both - [INFO] - [E:107| 800]: Train Loss:0.0016617, Val MRR:0.40039, icews14_both +2023-06-21 04:58:05,124 - icews14_both - [INFO] - [E:107| 900]: Train Loss:0.0016627, Val MRR:0.40039, icews14_both +2023-06-21 04:58:49,599 - icews14_both - [INFO] - [Epoch:107]: Training Loss:0.001664 + +2023-06-21 04:58:49,814 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 04:59:03,516 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 04:59:17,020 - icews14_both - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.42074, Head : 0.37317, Avg : 0.39696 + +2023-06-21 04:59:17,020 - icews14_both - [INFO] - [Epoch 107]: Training Loss: 0.0016636, Valid MRR: 0.40039, + + + +2023-06-21 04:59:17,662 - icews14_both - [INFO] - [E:108| 0]: Train Loss:0.0016582, Val MRR:0.40039, icews14_both +2023-06-21 05:00:20,941 - icews14_both - [INFO] - [E:108| 100]: Train Loss:0.0016512, Val MRR:0.40039, icews14_both +2023-06-21 05:01:24,211 - icews14_both - [INFO] - [E:108| 200]: Train Loss:0.0016519, Val MRR:0.40039, icews14_both +2023-06-21 05:02:27,473 - icews14_both - [INFO] - [E:108| 300]: Train Loss:0.0016533, Val MRR:0.40039, icews14_both +2023-06-21 05:03:30,738 - icews14_both - [INFO] - [E:108| 400]: Train Loss:0.0016548, Val MRR:0.40039, icews14_both +2023-06-21 05:04:34,011 - icews14_both - [INFO] - [E:108| 500]: Train Loss:0.0016559, Val MRR:0.40039, icews14_both +2023-06-21 05:05:37,287 - icews14_both - [INFO] - [E:108| 600]: Train Loss:0.0016565, Val MRR:0.40039, icews14_both +2023-06-21 05:06:40,560 - icews14_both - [INFO] - [E:108| 700]: Train Loss:0.0016578, Val MRR:0.40039, icews14_both +2023-06-21 05:07:43,860 - icews14_both - [INFO] - [E:108| 800]: Train Loss:0.0016583, Val MRR:0.40039, icews14_both +2023-06-21 05:08:47,137 - icews14_both - [INFO] - [E:108| 900]: Train Loss:0.0016591, Val MRR:0.40039, icews14_both +2023-06-21 05:09:31,642 - icews14_both - [INFO] - [Epoch:108]: Training Loss:0.00166 + +2023-06-21 05:09:31,857 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 05:09:45,557 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 05:09:59,044 - icews14_both - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.41671, Head : 0.37038, Avg : 0.39354 + +2023-06-21 05:09:59,044 - icews14_both - [INFO] - [Epoch 108]: Training Loss: 0.0016597, Valid MRR: 0.40039, + + + +2023-06-21 05:09:59,685 - icews14_both - [INFO] - [E:109| 0]: Train Loss:0.0016564, Val MRR:0.40039, icews14_both +2023-06-21 05:11:02,986 - icews14_both - [INFO] - [E:109| 100]: Train Loss:0.001645, Val MRR:0.40039, icews14_both +2023-06-21 05:12:06,273 - icews14_both - [INFO] - [E:109| 200]: Train Loss:0.0016465, Val MRR:0.40039, icews14_both +2023-06-21 05:13:09,537 - icews14_both - [INFO] - [E:109| 300]: Train Loss:0.0016491, Val MRR:0.40039, icews14_both +2023-06-21 05:14:12,810 - icews14_both - [INFO] - [E:109| 400]: Train Loss:0.0016501, Val MRR:0.40039, icews14_both +2023-06-21 05:15:16,096 - icews14_both - [INFO] - [E:109| 500]: Train Loss:0.0016515, Val MRR:0.40039, icews14_both +2023-06-21 05:16:19,341 - icews14_both - [INFO] - [E:109| 600]: Train Loss:0.0016523, Val MRR:0.40039, icews14_both +2023-06-21 05:17:22,557 - icews14_both - [INFO] - [E:109| 700]: Train Loss:0.001653, Val MRR:0.40039, icews14_both +2023-06-21 05:18:25,788 - icews14_both - [INFO] - [E:109| 800]: Train Loss:0.0016542, Val MRR:0.40039, icews14_both +2023-06-21 05:19:29,019 - icews14_both - [INFO] - [E:109| 900]: Train Loss:0.001655, Val MRR:0.40039, icews14_both +2023-06-21 05:20:13,469 - icews14_both - [INFO] - [Epoch:109]: Training Loss:0.001656 + +2023-06-21 05:20:13,683 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 05:20:27,403 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 05:20:40,892 - icews14_both - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.42096, Head : 0.37057, Avg : 0.39576 + MR: Tail : 577.3, Head : 577.2, Avg : 577.25 + Hit-1: Tail : 0.3204, Head : 0.26877, Avg : 0.29458 + Hit-3: Tail : 0.47345, Head : 0.4167, Avg : 0.44508 + Hit-10: Tail : 0.61138, Head : 0.57207, Avg : 0.59172 +2023-06-21 05:20:40,893 - icews14_both - [INFO] - [Epoch 109]: Training Loss: 0.0016557, Valid MRR: 0.40039, + + + +2023-06-21 05:20:41,535 - icews14_both - [INFO] - [E:110| 0]: Train Loss:0.0016372, Val MRR:0.40039, icews14_both +2023-06-21 05:21:44,865 - icews14_both - [INFO] - [E:110| 100]: Train Loss:0.0016431, Val MRR:0.40039, icews14_both +2023-06-21 05:22:48,175 - icews14_both - [INFO] - [E:110| 200]: Train Loss:0.0016433, Val MRR:0.40039, icews14_both +2023-06-21 05:23:51,449 - icews14_both - [INFO] - [E:110| 300]: Train Loss:0.0016446, Val MRR:0.40039, icews14_both +2023-06-21 05:24:54,720 - icews14_both - [INFO] - [E:110| 400]: Train Loss:0.0016467, Val MRR:0.40039, icews14_both +2023-06-21 05:25:58,014 - icews14_both - [INFO] - [E:110| 500]: Train Loss:0.001648, Val MRR:0.40039, icews14_both +2023-06-21 05:27:01,329 - icews14_both - [INFO] - [E:110| 600]: Train Loss:0.0016491, Val MRR:0.40039, icews14_both +2023-06-21 05:28:04,644 - icews14_both - [INFO] - [E:110| 700]: Train Loss:0.0016497, Val MRR:0.40039, icews14_both +2023-06-21 05:29:07,947 - icews14_both - [INFO] - [E:110| 800]: Train Loss:0.0016506, Val MRR:0.40039, icews14_both +2023-06-21 05:30:11,261 - icews14_both - [INFO] - [E:110| 900]: Train Loss:0.0016515, Val MRR:0.40039, icews14_both +2023-06-21 05:30:55,784 - icews14_both - [INFO] - [Epoch:110]: Training Loss:0.001652 + +2023-06-21 05:30:55,998 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 05:31:09,704 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 05:31:23,199 - icews14_both - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.42167, Head : 0.37406, Avg : 0.39787 + +2023-06-21 05:31:23,199 - icews14_both - [INFO] - [Epoch 110]: Training Loss: 0.0016518, Valid MRR: 0.40039, + + + +2023-06-21 05:31:23,842 - icews14_both - [INFO] - [E:111| 0]: Train Loss:0.0016355, Val MRR:0.40039, icews14_both +2023-06-21 05:32:27,160 - icews14_both - [INFO] - [E:111| 100]: Train Loss:0.0016407, Val MRR:0.40039, icews14_both +2023-06-21 05:33:30,471 - icews14_both - [INFO] - [E:111| 200]: Train Loss:0.0016412, Val MRR:0.40039, icews14_both +2023-06-21 05:34:33,773 - icews14_both - [INFO] - [E:111| 300]: Train Loss:0.0016427, Val MRR:0.40039, icews14_both +2023-06-21 05:35:37,096 - icews14_both - [INFO] - [E:111| 400]: Train Loss:0.0016431, Val MRR:0.40039, icews14_both +2023-06-21 05:36:40,390 - icews14_both - [INFO] - [E:111| 500]: Train Loss:0.0016439, Val MRR:0.40039, icews14_both +2023-06-21 05:37:43,703 - icews14_both - [INFO] - [E:111| 600]: Train Loss:0.0016447, Val MRR:0.40039, icews14_both +2023-06-21 05:38:47,038 - icews14_both - [INFO] - [E:111| 700]: Train Loss:0.0016453, Val MRR:0.40039, icews14_both +2023-06-21 05:39:50,349 - icews14_both - [INFO] - [E:111| 800]: Train Loss:0.0016462, Val MRR:0.40039, icews14_both +2023-06-21 05:40:53,649 - icews14_both - [INFO] - [E:111| 900]: Train Loss:0.0016469, Val MRR:0.40039, icews14_both +2023-06-21 05:41:38,152 - icews14_both - [INFO] - [Epoch:111]: Training Loss:0.001647 + +2023-06-21 05:41:38,368 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 05:41:52,086 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 05:42:05,576 - icews14_both - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.4209, Head : 0.36946, Avg : 0.39518 + +2023-06-21 05:42:05,576 - icews14_both - [INFO] - [Epoch 111]: Training Loss: 0.0016475, Valid MRR: 0.40039, + + + +2023-06-21 05:42:06,217 - icews14_both - [INFO] - [E:112| 0]: Train Loss:0.0016127, Val MRR:0.40039, icews14_both +2023-06-21 05:43:09,537 - icews14_both - [INFO] - [E:112| 100]: Train Loss:0.0016351, Val MRR:0.40039, icews14_both +2023-06-21 05:44:12,852 - icews14_both - [INFO] - [E:112| 200]: Train Loss:0.0016376, Val MRR:0.40039, icews14_both +2023-06-21 05:45:16,148 - icews14_both - [INFO] - [E:112| 300]: Train Loss:0.0016395, Val MRR:0.40039, icews14_both +2023-06-21 05:46:19,398 - icews14_both - [INFO] - [E:112| 400]: Train Loss:0.0016405, Val MRR:0.40039, icews14_both +2023-06-21 05:47:22,641 - icews14_both - [INFO] - [E:112| 500]: Train Loss:0.0016409, Val MRR:0.40039, icews14_both +2023-06-21 05:48:25,884 - icews14_both - [INFO] - [E:112| 600]: Train Loss:0.0016414, Val MRR:0.40039, icews14_both +2023-06-21 05:49:29,128 - icews14_both - [INFO] - [E:112| 700]: Train Loss:0.0016419, Val MRR:0.40039, icews14_both +2023-06-21 05:50:32,364 - icews14_both - [INFO] - [E:112| 800]: Train Loss:0.0016422, Val MRR:0.40039, icews14_both +2023-06-21 05:51:35,597 - icews14_both - [INFO] - [E:112| 900]: Train Loss:0.0016431, Val MRR:0.40039, icews14_both +2023-06-21 05:52:20,066 - icews14_both - [INFO] - [Epoch:112]: Training Loss:0.001644 + +2023-06-21 05:52:20,280 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 05:52:33,965 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 05:52:47,450 - icews14_both - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.42534, Head : 0.37354, Avg : 0.39944 + +2023-06-21 05:52:47,450 - icews14_both - [INFO] - [Epoch 112]: Training Loss: 0.0016436, Valid MRR: 0.40039, + + + +2023-06-21 05:52:48,093 - icews14_both - [INFO] - [E:113| 0]: Train Loss:0.0016205, Val MRR:0.40039, icews14_both +2023-06-21 05:53:51,353 - icews14_both - [INFO] - [E:113| 100]: Train Loss:0.0016325, Val MRR:0.40039, icews14_both +2023-06-21 05:54:54,603 - icews14_both - [INFO] - [E:113| 200]: Train Loss:0.0016328, Val MRR:0.40039, icews14_both +2023-06-21 05:55:57,829 - icews14_both - [INFO] - [E:113| 300]: Train Loss:0.0016331, Val MRR:0.40039, icews14_both +2023-06-21 05:57:01,038 - icews14_both - [INFO] - [E:113| 400]: Train Loss:0.0016347, Val MRR:0.40039, icews14_both +2023-06-21 05:58:04,259 - icews14_both - [INFO] - [E:113| 500]: Train Loss:0.0016352, Val MRR:0.40039, icews14_both +2023-06-21 05:59:07,496 - icews14_both - [INFO] - [E:113| 600]: Train Loss:0.001636, Val MRR:0.40039, icews14_both +2023-06-21 06:00:10,720 - icews14_both - [INFO] - [E:113| 700]: Train Loss:0.0016372, Val MRR:0.40039, icews14_both +2023-06-21 06:01:13,938 - icews14_both - [INFO] - [E:113| 800]: Train Loss:0.0016382, Val MRR:0.40039, icews14_both +2023-06-21 06:02:17,147 - icews14_both - [INFO] - [E:113| 900]: Train Loss:0.0016388, Val MRR:0.40039, icews14_both +2023-06-21 06:03:01,607 - icews14_both - [INFO] - [Epoch:113]: Training Loss:0.001639 + +2023-06-21 06:03:01,822 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 06:03:15,509 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 06:03:28,984 - icews14_both - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.42286, Head : 0.37601, Avg : 0.39943 + +2023-06-21 06:03:28,984 - icews14_both - [INFO] - [Epoch 113]: Training Loss: 0.0016392, Valid MRR: 0.40039, + + + +2023-06-21 06:03:29,624 - icews14_both - [INFO] - [E:114| 0]: Train Loss:0.0016478, Val MRR:0.40039, icews14_both +2023-06-21 06:04:32,852 - icews14_both - [INFO] - [E:114| 100]: Train Loss:0.0016308, Val MRR:0.40039, icews14_both +2023-06-21 06:05:36,109 - icews14_both - [INFO] - [E:114| 200]: Train Loss:0.0016298, Val MRR:0.40039, icews14_both +2023-06-21 06:06:39,351 - icews14_both - [INFO] - [E:114| 300]: Train Loss:0.001631, Val MRR:0.40039, icews14_both +2023-06-21 06:07:42,597 - icews14_both - [INFO] - [E:114| 400]: Train Loss:0.001631, Val MRR:0.40039, icews14_both +2023-06-21 06:08:45,840 - icews14_both - [INFO] - [E:114| 500]: Train Loss:0.0016317, Val MRR:0.40039, icews14_both +2023-06-21 06:09:49,055 - icews14_both - [INFO] - [E:114| 600]: Train Loss:0.0016323, Val MRR:0.40039, icews14_both +2023-06-21 06:10:52,314 - icews14_both - [INFO] - [E:114| 700]: Train Loss:0.0016332, Val MRR:0.40039, icews14_both +2023-06-21 06:11:55,548 - icews14_both - [INFO] - [E:114| 800]: Train Loss:0.001634, Val MRR:0.40039, icews14_both +2023-06-21 06:12:58,773 - icews14_both - [INFO] - [E:114| 900]: Train Loss:0.0016343, Val MRR:0.40039, icews14_both +2023-06-21 06:13:43,237 - icews14_both - [INFO] - [Epoch:114]: Training Loss:0.001635 + +2023-06-21 06:13:43,451 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 06:13:57,141 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 06:14:10,628 - icews14_both - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.41757, Head : 0.37181, Avg : 0.39469 + +2023-06-21 06:14:10,628 - icews14_both - [INFO] - [Epoch 114]: Training Loss: 0.0016348, Valid MRR: 0.40039, + + + +2023-06-21 06:14:11,273 - icews14_both - [INFO] - [E:115| 0]: Train Loss:0.0016079, Val MRR:0.40039, icews14_both +2023-06-21 06:15:14,491 - icews14_both - [INFO] - [E:115| 100]: Train Loss:0.0016232, Val MRR:0.40039, icews14_both +2023-06-21 06:16:17,719 - icews14_both - [INFO] - [E:115| 200]: Train Loss:0.0016246, Val MRR:0.40039, icews14_both +2023-06-21 06:17:20,936 - icews14_both - [INFO] - [E:115| 300]: Train Loss:0.0016252, Val MRR:0.40039, icews14_both +2023-06-21 06:18:24,164 - icews14_both - [INFO] - [E:115| 400]: Train Loss:0.0016247, Val MRR:0.40039, icews14_both +2023-06-21 06:19:27,427 - icews14_both - [INFO] - [E:115| 500]: Train Loss:0.0016261, Val MRR:0.40039, icews14_both +2023-06-21 06:20:30,647 - icews14_both - [INFO] - [E:115| 600]: Train Loss:0.0016272, Val MRR:0.40039, icews14_both +2023-06-21 06:21:33,860 - icews14_both - [INFO] - [E:115| 700]: Train Loss:0.0016282, Val MRR:0.40039, icews14_both +2023-06-21 06:22:37,137 - icews14_both - [INFO] - [E:115| 800]: Train Loss:0.0016288, Val MRR:0.40039, icews14_both +2023-06-21 06:23:40,332 - icews14_both - [INFO] - [E:115| 900]: Train Loss:0.0016299, Val MRR:0.40039, icews14_both +2023-06-21 06:24:24,779 - icews14_both - [INFO] - [Epoch:115]: Training Loss:0.00163 + +2023-06-21 06:24:24,992 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 06:24:38,672 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 06:24:52,143 - icews14_both - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.42383, Head : 0.37545, Avg : 0.39964 + +2023-06-21 06:24:52,143 - icews14_both - [INFO] - [Epoch 115]: Training Loss: 0.0016302, Valid MRR: 0.40039, + + + +2023-06-21 06:24:52,786 - icews14_both - [INFO] - [E:116| 0]: Train Loss:0.0016076, Val MRR:0.40039, icews14_both +2023-06-21 06:25:56,012 - icews14_both - [INFO] - [E:116| 100]: Train Loss:0.0016175, Val MRR:0.40039, icews14_both +2023-06-21 06:26:59,194 - icews14_both - [INFO] - [E:116| 200]: Train Loss:0.0016187, Val MRR:0.40039, icews14_both +2023-06-21 06:28:02,398 - icews14_both - [INFO] - [E:116| 300]: Train Loss:0.0016194, Val MRR:0.40039, icews14_both +2023-06-21 06:29:05,573 - icews14_both - [INFO] - [E:116| 400]: Train Loss:0.0016205, Val MRR:0.40039, icews14_both +2023-06-21 06:30:08,776 - icews14_both - [INFO] - [E:116| 500]: Train Loss:0.0016224, Val MRR:0.40039, icews14_both +2023-06-21 06:31:11,990 - icews14_both - [INFO] - [E:116| 600]: Train Loss:0.0016228, Val MRR:0.40039, icews14_both +2023-06-21 06:32:15,202 - icews14_both - [INFO] - [E:116| 700]: Train Loss:0.0016237, Val MRR:0.40039, icews14_both +2023-06-21 06:33:18,414 - icews14_both - [INFO] - [E:116| 800]: Train Loss:0.0016246, Val MRR:0.40039, icews14_both +2023-06-21 06:34:21,622 - icews14_both - [INFO] - [E:116| 900]: Train Loss:0.0016257, Val MRR:0.40039, icews14_both +2023-06-21 06:35:06,066 - icews14_both - [INFO] - [Epoch:116]: Training Loss:0.001626 + +2023-06-21 06:35:06,279 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 06:35:19,968 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 06:35:33,452 - icews14_both - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.42666, Head : 0.37607, Avg : 0.40136 + +2023-06-21 06:35:34,747 - icews14_both - [INFO] - [Epoch 116]: Training Loss: 0.0016261, Valid MRR: 0.40136, + + + +2023-06-21 06:35:35,389 - icews14_both - [INFO] - [E:117| 0]: Train Loss:0.0015991, Val MRR:0.40136, icews14_both +2023-06-21 06:36:38,739 - icews14_both - [INFO] - [E:117| 100]: Train Loss:0.0016181, Val MRR:0.40136, icews14_both +2023-06-21 06:37:42,141 - icews14_both - [INFO] - [E:117| 200]: Train Loss:0.0016182, Val MRR:0.40136, icews14_both +2023-06-21 06:38:45,506 - icews14_both - [INFO] - [E:117| 300]: Train Loss:0.0016186, Val MRR:0.40136, icews14_both +2023-06-21 06:39:48,851 - icews14_both - [INFO] - [E:117| 400]: Train Loss:0.0016185, Val MRR:0.40136, icews14_both +2023-06-21 06:40:52,199 - icews14_both - [INFO] - [E:117| 500]: Train Loss:0.001619, Val MRR:0.40136, icews14_both +2023-06-21 06:41:55,549 - icews14_both - [INFO] - [E:117| 600]: Train Loss:0.00162, Val MRR:0.40136, icews14_both +2023-06-21 06:42:58,933 - icews14_both - [INFO] - [E:117| 700]: Train Loss:0.0016204, Val MRR:0.40136, icews14_both +2023-06-21 06:44:02,284 - icews14_both - [INFO] - [E:117| 800]: Train Loss:0.0016212, Val MRR:0.40136, icews14_both +2023-06-21 06:45:05,635 - icews14_both - [INFO] - [E:117| 900]: Train Loss:0.0016218, Val MRR:0.40136, icews14_both +2023-06-21 06:45:50,192 - icews14_both - [INFO] - [Epoch:117]: Training Loss:0.001622 + +2023-06-21 06:45:50,407 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 06:46:04,116 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 06:46:17,612 - icews14_both - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.42414, Head : 0.37578, Avg : 0.39996 + +2023-06-21 06:46:17,612 - icews14_both - [INFO] - [Epoch 117]: Training Loss: 0.0016221, Valid MRR: 0.40136, + + + +2023-06-21 06:46:18,256 - icews14_both - [INFO] - [E:118| 0]: Train Loss:0.0016154, Val MRR:0.40136, icews14_both +2023-06-21 06:47:21,644 - icews14_both - [INFO] - [E:118| 100]: Train Loss:0.0016118, Val MRR:0.40136, icews14_both +2023-06-21 06:48:24,998 - icews14_both - [INFO] - [E:118| 200]: Train Loss:0.001613, Val MRR:0.40136, icews14_both +2023-06-21 06:49:28,363 - icews14_both - [INFO] - [E:118| 300]: Train Loss:0.0016132, Val MRR:0.40136, icews14_both +2023-06-21 06:50:31,726 - icews14_both - [INFO] - [E:118| 400]: Train Loss:0.001614, Val MRR:0.40136, icews14_both +2023-06-21 06:51:35,099 - icews14_both - [INFO] - [E:118| 500]: Train Loss:0.0016146, Val MRR:0.40136, icews14_both +2023-06-21 06:52:38,477 - icews14_both - [INFO] - [E:118| 600]: Train Loss:0.001615, Val MRR:0.40136, icews14_both +2023-06-21 06:53:41,845 - icews14_both - [INFO] - [E:118| 700]: Train Loss:0.0016159, Val MRR:0.40136, icews14_both +2023-06-21 06:54:45,208 - icews14_both - [INFO] - [E:118| 800]: Train Loss:0.0016167, Val MRR:0.40136, icews14_both +2023-06-21 06:55:48,599 - icews14_both - [INFO] - [E:118| 900]: Train Loss:0.0016173, Val MRR:0.40136, icews14_both +2023-06-21 06:56:33,153 - icews14_both - [INFO] - [Epoch:118]: Training Loss:0.001618 + +2023-06-21 06:56:33,367 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 06:56:47,099 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 06:57:00,597 - icews14_both - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.42741, Head : 0.37861, Avg : 0.40301 + +2023-06-21 06:57:01,912 - icews14_both - [INFO] - [Epoch 118]: Training Loss: 0.0016177, Valid MRR: 0.40301, + + + +2023-06-21 06:57:02,558 - icews14_both - [INFO] - [E:119| 0]: Train Loss:0.0016027, Val MRR:0.40301, icews14_both +2023-06-21 06:58:05,948 - icews14_both - [INFO] - [E:119| 100]: Train Loss:0.0016073, Val MRR:0.40301, icews14_both +2023-06-21 06:59:09,342 - icews14_both - [INFO] - [E:119| 200]: Train Loss:0.0016081, Val MRR:0.40301, icews14_both +2023-06-21 07:00:12,749 - icews14_both - [INFO] - [E:119| 300]: Train Loss:0.0016086, Val MRR:0.40301, icews14_both +2023-06-21 07:01:16,169 - icews14_both - [INFO] - [E:119| 400]: Train Loss:0.0016098, Val MRR:0.40301, icews14_both +2023-06-21 07:02:19,552 - icews14_both - [INFO] - [E:119| 500]: Train Loss:0.0016106, Val MRR:0.40301, icews14_both +2023-06-21 07:03:22,936 - icews14_both - [INFO] - [E:119| 600]: Train Loss:0.0016112, Val MRR:0.40301, icews14_both +2023-06-21 07:04:26,330 - icews14_both - [INFO] - [E:119| 700]: Train Loss:0.0016117, Val MRR:0.40301, icews14_both +2023-06-21 07:05:29,729 - icews14_both - [INFO] - [E:119| 800]: Train Loss:0.0016125, Val MRR:0.40301, icews14_both +2023-06-21 07:06:33,125 - icews14_both - [INFO] - [E:119| 900]: Train Loss:0.0016128, Val MRR:0.40301, icews14_both +2023-06-21 07:07:17,734 - icews14_both - [INFO] - [Epoch:119]: Training Loss:0.001613 + +2023-06-21 07:07:17,949 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 07:07:31,673 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 07:07:45,179 - icews14_both - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.42941, Head : 0.37621, Avg : 0.40281 + MR: Tail : 628.5, Head : 643.7, Avg : 636.1 + Hit-1: Tail : 0.33248, Head : 0.2767, Avg : 0.30459 + Hit-3: Tail : 0.48249, Head : 0.4228, Avg : 0.45264 + Hit-10: Tail : 0.61321, Head : 0.56988, Avg : 0.59154 +2023-06-21 07:07:45,179 - icews14_both - [INFO] - [Epoch 119]: Training Loss: 0.0016131, Valid MRR: 0.40301, + + + +2023-06-21 07:07:45,831 - icews14_both - [INFO] - [E:120| 0]: Train Loss:0.0016284, Val MRR:0.40301, icews14_both +2023-06-21 07:08:49,213 - icews14_both - [INFO] - [E:120| 100]: Train Loss:0.0016036, Val MRR:0.40301, icews14_both +2023-06-21 07:09:52,624 - icews14_both - [INFO] - [E:120| 200]: Train Loss:0.001604, Val MRR:0.40301, icews14_both +2023-06-21 07:10:56,035 - icews14_both - [INFO] - [E:120| 300]: Train Loss:0.0016046, Val MRR:0.40301, icews14_both +2023-06-21 07:11:59,398 - icews14_both - [INFO] - [E:120| 400]: Train Loss:0.0016063, Val MRR:0.40301, icews14_both +2023-06-21 07:13:02,774 - icews14_both - [INFO] - [E:120| 500]: Train Loss:0.0016068, Val MRR:0.40301, icews14_both +2023-06-21 07:14:06,104 - icews14_both - [INFO] - [E:120| 600]: Train Loss:0.0016072, Val MRR:0.40301, icews14_both +2023-06-21 07:15:09,415 - icews14_both - [INFO] - [E:120| 700]: Train Loss:0.0016075, Val MRR:0.40301, icews14_both +2023-06-21 07:16:12,764 - icews14_both - [INFO] - [E:120| 800]: Train Loss:0.0016079, Val MRR:0.40301, icews14_both +2023-06-21 07:17:16,065 - icews14_both - [INFO] - [E:120| 900]: Train Loss:0.0016088, Val MRR:0.40301, icews14_both +2023-06-21 07:18:00,573 - icews14_both - [INFO] - [Epoch:120]: Training Loss:0.001609 + +2023-06-21 07:18:00,787 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 07:18:14,502 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 07:18:28,000 - icews14_both - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.4288, Head : 0.3756, Avg : 0.4022 + +2023-06-21 07:18:28,000 - icews14_both - [INFO] - [Epoch 120]: Training Loss: 0.0016092, Valid MRR: 0.40301, + + + +2023-06-21 07:18:28,646 - icews14_both - [INFO] - [E:121| 0]: Train Loss:0.0016024, Val MRR:0.40301, icews14_both +2023-06-21 07:19:31,985 - icews14_both - [INFO] - [E:121| 100]: Train Loss:0.001603, Val MRR:0.40301, icews14_both +2023-06-21 07:20:35,301 - icews14_both - [INFO] - [E:121| 200]: Train Loss:0.0016025, Val MRR:0.40301, icews14_both +2023-06-21 07:21:38,632 - icews14_both - [INFO] - [E:121| 300]: Train Loss:0.0016025, Val MRR:0.40301, icews14_both +2023-06-21 07:22:41,980 - icews14_both - [INFO] - [E:121| 400]: Train Loss:0.0016024, Val MRR:0.40301, icews14_both +2023-06-21 07:23:45,305 - icews14_both - [INFO] - [E:121| 500]: Train Loss:0.0016031, Val MRR:0.40301, icews14_both +2023-06-21 07:24:48,641 - icews14_both - [INFO] - [E:121| 600]: Train Loss:0.0016031, Val MRR:0.40301, icews14_both +2023-06-21 07:25:52,045 - icews14_both - [INFO] - [E:121| 700]: Train Loss:0.0016033, Val MRR:0.40301, icews14_both +2023-06-21 07:26:55,461 - icews14_both - [INFO] - [E:121| 800]: Train Loss:0.0016042, Val MRR:0.40301, icews14_both +2023-06-21 07:27:58,817 - icews14_both - [INFO] - [E:121| 900]: Train Loss:0.0016045, Val MRR:0.40301, icews14_both +2023-06-21 07:28:43,389 - icews14_both - [INFO] - [Epoch:121]: Training Loss:0.001605 + +2023-06-21 07:28:43,604 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 07:28:57,310 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 07:29:10,826 - icews14_both - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.43153, Head : 0.38232, Avg : 0.40692 + +2023-06-21 07:29:12,121 - icews14_both - [INFO] - [Epoch 121]: Training Loss: 0.001605, Valid MRR: 0.40692, + + + +2023-06-21 07:29:12,766 - icews14_both - [INFO] - [E:122| 0]: Train Loss:0.0015988, Val MRR:0.40692, icews14_both +2023-06-21 07:30:16,219 - icews14_both - [INFO] - [E:122| 100]: Train Loss:0.0015948, Val MRR:0.40692, icews14_both +2023-06-21 07:31:19,674 - icews14_both - [INFO] - [E:122| 200]: Train Loss:0.0015965, Val MRR:0.40692, icews14_both +2023-06-21 07:32:23,130 - icews14_both - [INFO] - [E:122| 300]: Train Loss:0.0015982, Val MRR:0.40692, icews14_both +2023-06-21 07:33:26,596 - icews14_both - [INFO] - [E:122| 400]: Train Loss:0.0015979, Val MRR:0.40692, icews14_both +2023-06-21 07:34:30,061 - icews14_both - [INFO] - [E:122| 500]: Train Loss:0.0015985, Val MRR:0.40692, icews14_both +2023-06-21 07:35:33,598 - icews14_both - [INFO] - [E:122| 600]: Train Loss:0.0015991, Val MRR:0.40692, icews14_both +2023-06-21 07:36:37,070 - icews14_both - [INFO] - [E:122| 700]: Train Loss:0.0015998, Val MRR:0.40692, icews14_both +2023-06-21 07:37:40,527 - icews14_both - [INFO] - [E:122| 800]: Train Loss:0.0016005, Val MRR:0.40692, icews14_both +2023-06-21 07:38:44,004 - icews14_both - [INFO] - [E:122| 900]: Train Loss:0.001601, Val MRR:0.40692, icews14_both +2023-06-21 07:39:28,615 - icews14_both - [INFO] - [Epoch:122]: Training Loss:0.001602 + +2023-06-21 07:39:28,836 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 07:39:42,566 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 07:39:56,076 - icews14_both - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.43128, Head : 0.38417, Avg : 0.40772 + +2023-06-21 07:39:57,388 - icews14_both - [INFO] - [Epoch 122]: Training Loss: 0.0016015, Valid MRR: 0.40772, + + + +2023-06-21 07:39:58,037 - icews14_both - [INFO] - [E:123| 0]: Train Loss:0.0015873, Val MRR:0.40772, icews14_both +2023-06-21 07:41:01,496 - icews14_both - [INFO] - [E:123| 100]: Train Loss:0.0015927, Val MRR:0.40772, icews14_both +2023-06-21 07:42:04,960 - icews14_both - [INFO] - [E:123| 200]: Train Loss:0.0015938, Val MRR:0.40772, icews14_both +2023-06-21 07:43:08,413 - icews14_both - [INFO] - [E:123| 300]: Train Loss:0.001594, Val MRR:0.40772, icews14_both +2023-06-21 07:44:11,872 - icews14_both - [INFO] - [E:123| 400]: Train Loss:0.0015954, Val MRR:0.40772, icews14_both +2023-06-21 07:45:15,318 - icews14_both - [INFO] - [E:123| 500]: Train Loss:0.0015957, Val MRR:0.40772, icews14_both +2023-06-21 07:46:18,773 - icews14_both - [INFO] - [E:123| 600]: Train Loss:0.001596, Val MRR:0.40772, icews14_both +2023-06-21 07:47:22,240 - icews14_both - [INFO] - [E:123| 700]: Train Loss:0.0015966, Val MRR:0.40772, icews14_both +2023-06-21 07:48:25,704 - icews14_both - [INFO] - [E:123| 800]: Train Loss:0.001597, Val MRR:0.40772, icews14_both +2023-06-21 07:49:29,163 - icews14_both - [INFO] - [E:123| 900]: Train Loss:0.0015975, Val MRR:0.40772, icews14_both +2023-06-21 07:50:13,787 - icews14_both - [INFO] - [Epoch:123]: Training Loss:0.001598 + +2023-06-21 07:50:14,007 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 07:50:27,751 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 07:50:41,263 - icews14_both - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.43566, Head : 0.38539, Avg : 0.41053 + +2023-06-21 07:50:42,578 - icews14_both - [INFO] - [Epoch 123]: Training Loss: 0.0015978, Valid MRR: 0.41053, + + + +2023-06-21 07:50:43,226 - icews14_both - [INFO] - [E:124| 0]: Train Loss:0.0015821, Val MRR:0.41053, icews14_both +2023-06-21 07:51:46,681 - icews14_both - [INFO] - [E:124| 100]: Train Loss:0.0015869, Val MRR:0.41053, icews14_both +2023-06-21 07:52:50,116 - icews14_both - [INFO] - [E:124| 200]: Train Loss:0.0015896, Val MRR:0.41053, icews14_both +2023-06-21 07:53:53,566 - icews14_both - [INFO] - [E:124| 300]: Train Loss:0.0015909, Val MRR:0.41053, icews14_both +2023-06-21 07:54:57,020 - icews14_both - [INFO] - [E:124| 400]: Train Loss:0.0015919, Val MRR:0.41053, icews14_both +2023-06-21 07:56:00,455 - icews14_both - [INFO] - [E:124| 500]: Train Loss:0.0015928, Val MRR:0.41053, icews14_both +2023-06-21 07:57:03,884 - icews14_both - [INFO] - [E:124| 600]: Train Loss:0.0015931, Val MRR:0.41053, icews14_both +2023-06-21 07:58:07,277 - icews14_both - [INFO] - [E:124| 700]: Train Loss:0.0015935, Val MRR:0.41053, icews14_both +2023-06-21 07:59:10,672 - icews14_both - [INFO] - [E:124| 800]: Train Loss:0.0015938, Val MRR:0.41053, icews14_both +2023-06-21 08:00:14,061 - icews14_both - [INFO] - [E:124| 900]: Train Loss:0.0015943, Val MRR:0.41053, icews14_both +2023-06-21 08:00:58,618 - icews14_both - [INFO] - [Epoch:124]: Training Loss:0.001595 + +2023-06-21 08:00:58,838 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 08:01:12,547 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 08:01:26,047 - icews14_both - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.4356, Head : 0.38708, Avg : 0.41134 + +2023-06-21 08:01:27,361 - icews14_both - [INFO] - [Epoch 124]: Training Loss: 0.0015946, Valid MRR: 0.41134, + + + +2023-06-21 08:01:28,007 - icews14_both - [INFO] - [E:125| 0]: Train Loss:0.0015731, Val MRR:0.41134, icews14_both +2023-06-21 08:02:31,358 - icews14_both - [INFO] - [E:125| 100]: Train Loss:0.0015884, Val MRR:0.41134, icews14_both +2023-06-21 08:03:34,698 - icews14_both - [INFO] - [E:125| 200]: Train Loss:0.0015887, Val MRR:0.41134, icews14_both +2023-06-21 08:04:38,041 - icews14_both - [INFO] - [E:125| 300]: Train Loss:0.0015892, Val MRR:0.41134, icews14_both +2023-06-21 08:05:41,365 - icews14_both - [INFO] - [E:125| 400]: Train Loss:0.0015897, Val MRR:0.41134, icews14_both +2023-06-21 08:06:44,709 - icews14_both - [INFO] - [E:125| 500]: Train Loss:0.0015899, Val MRR:0.41134, icews14_both +2023-06-21 08:07:48,040 - icews14_both - [INFO] - [E:125| 600]: Train Loss:0.0015897, Val MRR:0.41134, icews14_both +2023-06-21 08:08:51,445 - icews14_both - [INFO] - [E:125| 700]: Train Loss:0.0015903, Val MRR:0.41134, icews14_both +2023-06-21 08:09:54,862 - icews14_both - [INFO] - [E:125| 800]: Train Loss:0.0015906, Val MRR:0.41134, icews14_both +2023-06-21 08:10:58,151 - icews14_both - [INFO] - [E:125| 900]: Train Loss:0.0015909, Val MRR:0.41134, icews14_both +2023-06-21 08:11:42,593 - icews14_both - [INFO] - [Epoch:125]: Training Loss:0.001591 + +2023-06-21 08:11:42,813 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 08:11:56,511 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 08:12:09,982 - icews14_both - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.44062, Head : 0.38822, Avg : 0.41442 + +2023-06-21 08:12:11,271 - icews14_both - [INFO] - [Epoch 125]: Training Loss: 0.0015911, Valid MRR: 0.41442, + + + +2023-06-21 08:12:11,917 - icews14_both - [INFO] - [E:126| 0]: Train Loss:0.0015765, Val MRR:0.41442, icews14_both +2023-06-21 08:13:15,086 - icews14_both - [INFO] - [E:126| 100]: Train Loss:0.0015843, Val MRR:0.41442, icews14_both +2023-06-21 08:14:18,253 - icews14_both - [INFO] - [E:126| 200]: Train Loss:0.0015826, Val MRR:0.41442, icews14_both +2023-06-21 08:15:21,411 - icews14_both - [INFO] - [E:126| 300]: Train Loss:0.0015839, Val MRR:0.41442, icews14_both +2023-06-21 08:16:24,567 - icews14_both - [INFO] - [E:126| 400]: Train Loss:0.0015841, Val MRR:0.41442, icews14_both +2023-06-21 08:17:27,736 - icews14_both - [INFO] - [E:126| 500]: Train Loss:0.0015848, Val MRR:0.41442, icews14_both +2023-06-21 08:18:30,900 - icews14_both - [INFO] - [E:126| 600]: Train Loss:0.0015852, Val MRR:0.41442, icews14_both +2023-06-21 08:19:34,021 - icews14_both - [INFO] - [E:126| 700]: Train Loss:0.001586, Val MRR:0.41442, icews14_both +2023-06-21 08:20:37,137 - icews14_both - [INFO] - [E:126| 800]: Train Loss:0.0015869, Val MRR:0.41442, icews14_both +2023-06-21 08:21:40,258 - icews14_both - [INFO] - [E:126| 900]: Train Loss:0.0015873, Val MRR:0.41442, icews14_both +2023-06-21 08:22:24,666 - icews14_both - [INFO] - [Epoch:126]: Training Loss:0.001588 + +2023-06-21 08:22:24,885 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 08:22:38,565 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 08:22:52,041 - icews14_both - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.43885, Head : 0.38839, Avg : 0.41362 + +2023-06-21 08:22:52,041 - icews14_both - [INFO] - [Epoch 126]: Training Loss: 0.0015877, Valid MRR: 0.41442, + + + +2023-06-21 08:22:52,684 - icews14_both - [INFO] - [E:127| 0]: Train Loss:0.0015894, Val MRR:0.41442, icews14_both +2023-06-21 08:23:55,821 - icews14_both - [INFO] - [E:127| 100]: Train Loss:0.0015804, Val MRR:0.41442, icews14_both +2023-06-21 08:24:58,944 - icews14_both - [INFO] - [E:127| 200]: Train Loss:0.0015817, Val MRR:0.41442, icews14_both +2023-06-21 08:26:02,049 - icews14_both - [INFO] - [E:127| 300]: Train Loss:0.0015815, Val MRR:0.41442, icews14_both +2023-06-21 08:27:05,167 - icews14_both - [INFO] - [E:127| 400]: Train Loss:0.0015821, Val MRR:0.41442, icews14_both +2023-06-21 08:28:08,334 - icews14_both - [INFO] - [E:127| 500]: Train Loss:0.0015828, Val MRR:0.41442, icews14_both +2023-06-21 08:29:11,433 - icews14_both - [INFO] - [E:127| 600]: Train Loss:0.0015829, Val MRR:0.41442, icews14_both +2023-06-21 08:30:14,617 - icews14_both - [INFO] - [E:127| 700]: Train Loss:0.0015832, Val MRR:0.41442, icews14_both +2023-06-21 08:31:17,722 - icews14_both - [INFO] - [E:127| 800]: Train Loss:0.001584, Val MRR:0.41442, icews14_both +2023-06-21 08:32:20,907 - icews14_both - [INFO] - [E:127| 900]: Train Loss:0.0015844, Val MRR:0.41442, icews14_both +2023-06-21 08:33:05,317 - icews14_both - [INFO] - [Epoch:127]: Training Loss:0.001585 + +2023-06-21 08:33:05,532 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 08:33:19,214 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 08:33:32,690 - icews14_both - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.44244, Head : 0.38742, Avg : 0.41493 + +2023-06-21 08:33:33,987 - icews14_both - [INFO] - [Epoch 127]: Training Loss: 0.0015846, Valid MRR: 0.41493, + + + +2023-06-21 08:33:34,627 - icews14_both - [INFO] - [E:128| 0]: Train Loss:0.0015882, Val MRR:0.41493, icews14_both +2023-06-21 08:34:37,771 - icews14_both - [INFO] - [E:128| 100]: Train Loss:0.0015798, Val MRR:0.41493, icews14_both +2023-06-21 08:35:40,911 - icews14_both - [INFO] - [E:128| 200]: Train Loss:0.0015803, Val MRR:0.41493, icews14_both +2023-06-21 08:36:44,072 - icews14_both - [INFO] - [E:128| 300]: Train Loss:0.0015801, Val MRR:0.41493, icews14_both +2023-06-21 08:37:47,190 - icews14_both - [INFO] - [E:128| 400]: Train Loss:0.0015798, Val MRR:0.41493, icews14_both +2023-06-21 08:38:50,321 - icews14_both - [INFO] - [E:128| 500]: Train Loss:0.0015799, Val MRR:0.41493, icews14_both +2023-06-21 08:39:53,413 - icews14_both - [INFO] - [E:128| 600]: Train Loss:0.0015801, Val MRR:0.41493, icews14_both +2023-06-21 08:40:56,625 - icews14_both - [INFO] - [E:128| 700]: Train Loss:0.0015806, Val MRR:0.41493, icews14_both +2023-06-21 08:41:59,863 - icews14_both - [INFO] - [E:128| 800]: Train Loss:0.0015809, Val MRR:0.41493, icews14_both +2023-06-21 08:43:03,151 - icews14_both - [INFO] - [E:128| 900]: Train Loss:0.001581, Val MRR:0.41493, icews14_both +2023-06-21 08:43:47,614 - icews14_both - [INFO] - [Epoch:128]: Training Loss:0.001581 + +2023-06-21 08:43:47,829 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 08:44:01,542 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 08:44:15,041 - icews14_both - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.44315, Head : 0.39023, Avg : 0.41669 + +2023-06-21 08:44:16,351 - icews14_both - [INFO] - [Epoch 128]: Training Loss: 0.0015813, Valid MRR: 0.41669, + + + +2023-06-21 08:44:16,996 - icews14_both - [INFO] - [E:129| 0]: Train Loss:0.0015594, Val MRR:0.41669, icews14_both +2023-06-21 08:45:20,228 - icews14_both - [INFO] - [E:129| 100]: Train Loss:0.0015757, Val MRR:0.41669, icews14_both +2023-06-21 08:46:23,443 - icews14_both - [INFO] - [E:129| 200]: Train Loss:0.0015758, Val MRR:0.41669, icews14_both +2023-06-21 08:47:26,657 - icews14_both - [INFO] - [E:129| 300]: Train Loss:0.0015763, Val MRR:0.41669, icews14_both +2023-06-21 08:48:29,861 - icews14_both - [INFO] - [E:129| 400]: Train Loss:0.0015765, Val MRR:0.41669, icews14_both +2023-06-21 08:49:33,099 - icews14_both - [INFO] - [E:129| 500]: Train Loss:0.0015767, Val MRR:0.41669, icews14_both +2023-06-21 08:50:36,355 - icews14_both - [INFO] - [E:129| 600]: Train Loss:0.0015771, Val MRR:0.41669, icews14_both +2023-06-21 08:51:39,620 - icews14_both - [INFO] - [E:129| 700]: Train Loss:0.0015775, Val MRR:0.41669, icews14_both +2023-06-21 08:52:42,889 - icews14_both - [INFO] - [E:129| 800]: Train Loss:0.0015779, Val MRR:0.41669, icews14_both +2023-06-21 08:53:46,160 - icews14_both - [INFO] - [E:129| 900]: Train Loss:0.0015784, Val MRR:0.41669, icews14_both +2023-06-21 08:54:30,661 - icews14_both - [INFO] - [Epoch:129]: Training Loss:0.001579 + +2023-06-21 08:54:30,881 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 08:54:44,585 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 08:54:58,072 - icews14_both - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.44055, Head : 0.38796, Avg : 0.41425 + MR: Tail : 646.22, Head : 693.86, Avg : 670.04 + Hit-1: Tail : 0.35079, Head : 0.29318, Avg : 0.32198 + Hit-3: Tail : 0.48883, Head : 0.43696, Avg : 0.4629 + Hit-10: Tail : 0.61077, Head : 0.56707, Avg : 0.58892 +2023-06-21 08:54:58,072 - icews14_both - [INFO] - [Epoch 129]: Training Loss: 0.0015787, Valid MRR: 0.41669, + + + +2023-06-21 08:54:58,713 - icews14_both - [INFO] - [E:130| 0]: Train Loss:0.0015648, Val MRR:0.41669, icews14_both +2023-06-21 08:56:01,994 - icews14_both - [INFO] - [E:130| 100]: Train Loss:0.0015732, Val MRR:0.41669, icews14_both +2023-06-21 08:57:05,289 - icews14_both - [INFO] - [E:130| 200]: Train Loss:0.0015739, Val MRR:0.41669, icews14_both +2023-06-21 08:58:08,593 - icews14_both - [INFO] - [E:130| 300]: Train Loss:0.0015733, Val MRR:0.41669, icews14_both +2023-06-21 08:59:11,881 - icews14_both - [INFO] - [E:130| 400]: Train Loss:0.0015738, Val MRR:0.41669, icews14_both +2023-06-21 09:00:15,165 - icews14_both - [INFO] - [E:130| 500]: Train Loss:0.0015743, Val MRR:0.41669, icews14_both +2023-06-21 09:01:18,409 - icews14_both - [INFO] - [E:130| 600]: Train Loss:0.0015746, Val MRR:0.41669, icews14_both +2023-06-21 09:02:21,663 - icews14_both - [INFO] - [E:130| 700]: Train Loss:0.0015749, Val MRR:0.41669, icews14_both +2023-06-21 09:03:24,883 - icews14_both - [INFO] - [E:130| 800]: Train Loss:0.0015754, Val MRR:0.41669, icews14_both +2023-06-21 09:04:28,070 - icews14_both - [INFO] - [E:130| 900]: Train Loss:0.0015757, Val MRR:0.41669, icews14_both +2023-06-21 09:05:12,488 - icews14_both - [INFO] - [Epoch:130]: Training Loss:0.001576 + +2023-06-21 09:05:12,702 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 09:05:26,408 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 09:05:39,878 - icews14_both - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.44801, Head : 0.39276, Avg : 0.42038 + +2023-06-21 09:05:41,174 - icews14_both - [INFO] - [Epoch 130]: Training Loss: 0.0015758, Valid MRR: 0.42038, + + + +2023-06-21 09:05:41,819 - icews14_both - [INFO] - [E:131| 0]: Train Loss:0.0015541, Val MRR:0.42038, icews14_both +2023-06-21 09:06:44,998 - icews14_both - [INFO] - [E:131| 100]: Train Loss:0.0015711, Val MRR:0.42038, icews14_both +2023-06-21 09:07:48,187 - icews14_both - [INFO] - [E:131| 200]: Train Loss:0.0015707, Val MRR:0.42038, icews14_both +2023-06-21 09:08:51,376 - icews14_both - [INFO] - [E:131| 300]: Train Loss:0.0015719, Val MRR:0.42038, icews14_both +2023-06-21 09:09:54,587 - icews14_both - [INFO] - [E:131| 400]: Train Loss:0.0015724, Val MRR:0.42038, icews14_both +2023-06-21 09:10:57,772 - icews14_both - [INFO] - [E:131| 500]: Train Loss:0.0015729, Val MRR:0.42038, icews14_both +2023-06-21 09:12:01,024 - icews14_both - [INFO] - [E:131| 600]: Train Loss:0.0015731, Val MRR:0.42038, icews14_both +2023-06-21 09:13:04,284 - icews14_both - [INFO] - [E:131| 700]: Train Loss:0.0015732, Val MRR:0.42038, icews14_both +2023-06-21 09:14:07,563 - icews14_both - [INFO] - [E:131| 800]: Train Loss:0.0015732, Val MRR:0.42038, icews14_both +2023-06-21 09:15:10,876 - icews14_both - [INFO] - [E:131| 900]: Train Loss:0.0015735, Val MRR:0.42038, icews14_both +2023-06-21 09:15:55,382 - icews14_both - [INFO] - [Epoch:131]: Training Loss:0.001574 + +2023-06-21 09:15:55,597 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 09:16:09,298 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 09:16:22,786 - icews14_both - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.44354, Head : 0.39482, Avg : 0.41918 + +2023-06-21 09:16:22,786 - icews14_both - [INFO] - [Epoch 131]: Training Loss: 0.0015736, Valid MRR: 0.42038, + + + +2023-06-21 09:16:23,428 - icews14_both - [INFO] - [E:132| 0]: Train Loss:0.0015472, Val MRR:0.42038, icews14_both +2023-06-21 09:17:26,700 - icews14_both - [INFO] - [E:132| 100]: Train Loss:0.0015686, Val MRR:0.42038, icews14_both +2023-06-21 09:18:29,983 - icews14_both - [INFO] - [E:132| 200]: Train Loss:0.0015697, Val MRR:0.42038, icews14_both +2023-06-21 09:19:33,486 - icews14_both - [INFO] - [E:132| 300]: Train Loss:0.0015692, Val MRR:0.42038, icews14_both +2023-06-21 09:20:38,239 - icews14_both - [INFO] - [E:132| 400]: Train Loss:0.0015694, Val MRR:0.42038, icews14_both +2023-06-21 09:21:42,914 - icews14_both - [INFO] - [E:132| 500]: Train Loss:0.0015695, Val MRR:0.42038, icews14_both +2023-06-21 09:22:47,514 - icews14_both - [INFO] - [E:132| 600]: Train Loss:0.0015695, Val MRR:0.42038, icews14_both +2023-06-21 09:23:52,257 - icews14_both - [INFO] - [E:132| 700]: Train Loss:0.00157, Val MRR:0.42038, icews14_both +2023-06-21 09:24:57,166 - icews14_both - [INFO] - [E:132| 800]: Train Loss:0.0015704, Val MRR:0.42038, icews14_both +2023-06-21 09:26:02,071 - icews14_both - [INFO] - [E:132| 900]: Train Loss:0.0015709, Val MRR:0.42038, icews14_both +2023-06-21 09:26:47,678 - icews14_both - [INFO] - [Epoch:132]: Training Loss:0.001571 + +2023-06-21 09:26:47,895 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 09:27:02,003 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 09:27:15,888 - icews14_both - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.44614, Head : 0.39363, Avg : 0.41988 + +2023-06-21 09:27:15,889 - icews14_both - [INFO] - [Epoch 132]: Training Loss: 0.0015711, Valid MRR: 0.42038, + + + +2023-06-21 09:27:16,553 - icews14_both - [INFO] - [E:133| 0]: Train Loss:0.00156, Val MRR:0.42038, icews14_both +2023-06-21 09:28:21,291 - icews14_both - [INFO] - [E:133| 100]: Train Loss:0.0015657, Val MRR:0.42038, icews14_both +2023-06-21 09:29:25,968 - icews14_both - [INFO] - [E:133| 200]: Train Loss:0.0015662, Val MRR:0.42038, icews14_both +2023-06-21 09:30:30,756 - icews14_both - [INFO] - [E:133| 300]: Train Loss:0.0015672, Val MRR:0.42038, icews14_both +2023-06-21 09:31:35,541 - icews14_both - [INFO] - [E:133| 400]: Train Loss:0.0015672, Val MRR:0.42038, icews14_both +2023-06-21 09:32:40,337 - icews14_both - [INFO] - [E:133| 500]: Train Loss:0.0015677, Val MRR:0.42038, icews14_both +2023-06-21 09:33:45,200 - icews14_both - [INFO] - [E:133| 600]: Train Loss:0.001568, Val MRR:0.42038, icews14_both +2023-06-21 09:34:49,969 - icews14_both - [INFO] - [E:133| 700]: Train Loss:0.0015681, Val MRR:0.42038, icews14_both +2023-06-21 09:35:54,678 - icews14_both - [INFO] - [E:133| 800]: Train Loss:0.0015685, Val MRR:0.42038, icews14_both +2023-06-21 09:36:59,356 - icews14_both - [INFO] - [E:133| 900]: Train Loss:0.0015689, Val MRR:0.42038, icews14_both +2023-06-21 09:37:44,928 - icews14_both - [INFO] - [Epoch:133]: Training Loss:0.001569 + +2023-06-21 09:37:45,149 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 09:37:59,312 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 09:38:13,380 - icews14_both - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.44782, Head : 0.39725, Avg : 0.42253 + +2023-06-21 09:38:15,326 - icews14_both - [INFO] - [Epoch 133]: Training Loss: 0.001569, Valid MRR: 0.42253, + + + +2023-06-21 09:38:16,002 - icews14_both - [INFO] - [E:134| 0]: Train Loss:0.0015715, Val MRR:0.42253, icews14_both +2023-06-21 09:39:20,915 - icews14_both - [INFO] - [E:134| 100]: Train Loss:0.0015649, Val MRR:0.42253, icews14_both +2023-06-21 09:40:25,795 - icews14_both - [INFO] - [E:134| 200]: Train Loss:0.0015645, Val MRR:0.42253, icews14_both +2023-06-21 09:41:30,514 - icews14_both - [INFO] - [E:134| 300]: Train Loss:0.0015644, Val MRR:0.42253, icews14_both +2023-06-21 09:42:35,557 - icews14_both - [INFO] - [E:134| 400]: Train Loss:0.0015646, Val MRR:0.42253, icews14_both +2023-06-21 09:43:40,378 - icews14_both - [INFO] - [E:134| 500]: Train Loss:0.0015645, Val MRR:0.42253, icews14_both +2023-06-21 09:44:45,100 - icews14_both - [INFO] - [E:134| 600]: Train Loss:0.0015652, Val MRR:0.42253, icews14_both +2023-06-21 09:45:49,787 - icews14_both - [INFO] - [E:134| 700]: Train Loss:0.0015658, Val MRR:0.42253, icews14_both +2023-06-21 09:46:53,094 - icews14_both - [INFO] - [E:134| 800]: Train Loss:0.0015661, Val MRR:0.42253, icews14_both +2023-06-21 09:47:56,487 - icews14_both - [INFO] - [E:134| 900]: Train Loss:0.0015662, Val MRR:0.42253, icews14_both +2023-06-21 09:48:41,043 - icews14_both - [INFO] - [Epoch:134]: Training Loss:0.001566 + +2023-06-21 09:48:41,258 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 09:48:54,995 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 09:49:08,521 - icews14_both - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.44887, Head : 0.39773, Avg : 0.4233 + +2023-06-21 09:49:09,884 - icews14_both - [INFO] - [Epoch 134]: Training Loss: 0.0015665, Valid MRR: 0.4233, + + + +2023-06-21 09:49:10,533 - icews14_both - [INFO] - [E:135| 0]: Train Loss:0.0015876, Val MRR:0.4233, icews14_both +2023-06-21 09:50:13,893 - icews14_both - [INFO] - [E:135| 100]: Train Loss:0.0015619, Val MRR:0.4233, icews14_both +2023-06-21 09:51:17,253 - icews14_both - [INFO] - [E:135| 200]: Train Loss:0.0015612, Val MRR:0.4233, icews14_both +2023-06-21 09:52:20,524 - icews14_both - [INFO] - [E:135| 300]: Train Loss:0.0015616, Val MRR:0.4233, icews14_both +2023-06-21 09:53:23,822 - icews14_both - [INFO] - [E:135| 400]: Train Loss:0.0015626, Val MRR:0.4233, icews14_both +2023-06-21 09:54:27,094 - icews14_both - [INFO] - [E:135| 500]: Train Loss:0.0015629, Val MRR:0.4233, icews14_both +2023-06-21 09:55:30,363 - icews14_both - [INFO] - [E:135| 600]: Train Loss:0.0015636, Val MRR:0.4233, icews14_both +2023-06-21 09:56:33,690 - icews14_both - [INFO] - [E:135| 700]: Train Loss:0.0015641, Val MRR:0.4233, icews14_both +2023-06-21 09:57:36,969 - icews14_both - [INFO] - [E:135| 800]: Train Loss:0.0015643, Val MRR:0.4233, icews14_both +2023-06-21 09:58:40,254 - icews14_both - [INFO] - [E:135| 900]: Train Loss:0.0015644, Val MRR:0.4233, icews14_both +2023-06-21 09:59:24,755 - icews14_both - [INFO] - [Epoch:135]: Training Loss:0.001565 + +2023-06-21 09:59:24,969 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 09:59:38,671 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 09:59:52,163 - icews14_both - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.45165, Head : 0.39533, Avg : 0.42349 + +2023-06-21 09:59:53,370 - icews14_both - [INFO] - [Epoch 135]: Training Loss: 0.0015645, Valid MRR: 0.42349, + + + +2023-06-21 09:59:54,015 - icews14_both - [INFO] - [E:136| 0]: Train Loss:0.0015692, Val MRR:0.42349, icews14_both +2023-06-21 10:00:57,289 - icews14_both - [INFO] - [E:136| 100]: Train Loss:0.0015608, Val MRR:0.42349, icews14_both +2023-06-21 10:02:00,553 - icews14_both - [INFO] - [E:136| 200]: Train Loss:0.0015611, Val MRR:0.42349, icews14_both +2023-06-21 10:03:03,823 - icews14_both - [INFO] - [E:136| 300]: Train Loss:0.0015608, Val MRR:0.42349, icews14_both +2023-06-21 10:04:07,084 - icews14_both - [INFO] - [E:136| 400]: Train Loss:0.0015613, Val MRR:0.42349, icews14_both +2023-06-21 10:05:10,364 - icews14_both - [INFO] - [E:136| 500]: Train Loss:0.0015614, Val MRR:0.42349, icews14_both +2023-06-21 10:06:13,652 - icews14_both - [INFO] - [E:136| 600]: Train Loss:0.0015614, Val MRR:0.42349, icews14_both +2023-06-21 10:07:16,951 - icews14_both - [INFO] - [E:136| 700]: Train Loss:0.0015618, Val MRR:0.42349, icews14_both +2023-06-21 10:08:20,251 - icews14_both - [INFO] - [E:136| 800]: Train Loss:0.0015619, Val MRR:0.42349, icews14_both +2023-06-21 10:09:23,542 - icews14_both - [INFO] - [E:136| 900]: Train Loss:0.0015622, Val MRR:0.42349, icews14_both +2023-06-21 10:10:08,063 - icews14_both - [INFO] - [Epoch:136]: Training Loss:0.001562 + +2023-06-21 10:10:08,284 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 10:10:22,015 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 10:10:35,520 - icews14_both - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.45143, Head : 0.40072, Avg : 0.42608 + +2023-06-21 10:10:36,819 - icews14_both - [INFO] - [Epoch 136]: Training Loss: 0.0015624, Valid MRR: 0.42608, + + + +2023-06-21 10:10:37,463 - icews14_both - [INFO] - [E:137| 0]: Train Loss:0.0015665, Val MRR:0.42608, icews14_both +2023-06-21 10:11:40,782 - icews14_both - [INFO] - [E:137| 100]: Train Loss:0.0015582, Val MRR:0.42608, icews14_both +2023-06-21 10:12:44,095 - icews14_both - [INFO] - [E:137| 200]: Train Loss:0.0015574, Val MRR:0.42608, icews14_both +2023-06-21 10:13:47,374 - icews14_both - [INFO] - [E:137| 300]: Train Loss:0.0015583, Val MRR:0.42608, icews14_both +2023-06-21 10:14:50,577 - icews14_both - [INFO] - [E:137| 400]: Train Loss:0.0015586, Val MRR:0.42608, icews14_both +2023-06-21 10:15:53,704 - icews14_both - [INFO] - [E:137| 500]: Train Loss:0.0015591, Val MRR:0.42608, icews14_both +2023-06-21 10:16:56,765 - icews14_both - [INFO] - [E:137| 600]: Train Loss:0.0015594, Val MRR:0.42608, icews14_both +2023-06-21 10:17:59,867 - icews14_both - [INFO] - [E:137| 700]: Train Loss:0.0015599, Val MRR:0.42608, icews14_both +2023-06-21 10:19:02,919 - icews14_both - [INFO] - [E:137| 800]: Train Loss:0.0015601, Val MRR:0.42608, icews14_both +2023-06-21 10:20:05,938 - icews14_both - [INFO] - [E:137| 900]: Train Loss:0.0015603, Val MRR:0.42608, icews14_both +2023-06-21 10:20:50,242 - icews14_both - [INFO] - [Epoch:137]: Training Loss:0.00156 + +2023-06-21 10:20:50,461 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 10:21:04,098 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 10:21:17,519 - icews14_both - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.45117, Head : 0.39776, Avg : 0.42446 + +2023-06-21 10:21:17,519 - icews14_both - [INFO] - [Epoch 137]: Training Loss: 0.0015604, Valid MRR: 0.42608, + + + +2023-06-21 10:21:18,161 - icews14_both - [INFO] - [E:138| 0]: Train Loss:0.001557, Val MRR:0.42608, icews14_both +2023-06-21 10:22:21,137 - icews14_both - [INFO] - [E:138| 100]: Train Loss:0.0015564, Val MRR:0.42608, icews14_both +2023-06-21 10:23:24,095 - icews14_both - [INFO] - [E:138| 200]: Train Loss:0.0015575, Val MRR:0.42608, icews14_both +2023-06-21 10:24:27,051 - icews14_both - [INFO] - [E:138| 300]: Train Loss:0.0015579, Val MRR:0.42608, icews14_both +2023-06-21 10:25:29,994 - icews14_both - [INFO] - [E:138| 400]: Train Loss:0.0015579, Val MRR:0.42608, icews14_both +2023-06-21 10:26:32,930 - icews14_both - [INFO] - [E:138| 500]: Train Loss:0.0015579, Val MRR:0.42608, icews14_both +2023-06-21 10:27:35,868 - icews14_both - [INFO] - [E:138| 600]: Train Loss:0.0015578, Val MRR:0.42608, icews14_both +2023-06-21 10:28:38,764 - icews14_both - [INFO] - [E:138| 700]: Train Loss:0.0015584, Val MRR:0.42608, icews14_both +2023-06-21 10:29:41,691 - icews14_both - [INFO] - [E:138| 800]: Train Loss:0.0015587, Val MRR:0.42608, icews14_both +2023-06-21 10:30:44,581 - icews14_both - [INFO] - [E:138| 900]: Train Loss:0.0015588, Val MRR:0.42608, icews14_both +2023-06-21 10:31:28,790 - icews14_both - [INFO] - [Epoch:138]: Training Loss:0.001559 + +2023-06-21 10:31:29,005 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 10:31:42,629 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 10:31:56,036 - icews14_both - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.45025, Head : 0.39758, Avg : 0.42391 + +2023-06-21 10:31:56,036 - icews14_both - [INFO] - [Epoch 138]: Training Loss: 0.0015589, Valid MRR: 0.42608, + + + +2023-06-21 10:31:56,674 - icews14_both - [INFO] - [E:139| 0]: Train Loss:0.0015684, Val MRR:0.42608, icews14_both +2023-06-21 10:32:59,544 - icews14_both - [INFO] - [E:139| 100]: Train Loss:0.0015552, Val MRR:0.42608, icews14_both +2023-06-21 10:34:02,441 - icews14_both - [INFO] - [E:139| 200]: Train Loss:0.0015548, Val MRR:0.42608, icews14_both +2023-06-21 10:35:05,275 - icews14_both - [INFO] - [E:139| 300]: Train Loss:0.0015559, Val MRR:0.42608, icews14_both +2023-06-21 10:36:08,138 - icews14_both - [INFO] - [E:139| 400]: Train Loss:0.0015564, Val MRR:0.42608, icews14_both +2023-06-21 10:37:10,986 - icews14_both - [INFO] - [E:139| 500]: Train Loss:0.0015562, Val MRR:0.42608, icews14_both +2023-06-21 10:38:13,845 - icews14_both - [INFO] - [E:139| 600]: Train Loss:0.0015563, Val MRR:0.42608, icews14_both +2023-06-21 10:39:16,689 - icews14_both - [INFO] - [E:139| 700]: Train Loss:0.0015563, Val MRR:0.42608, icews14_both +2023-06-21 10:40:19,561 - icews14_both - [INFO] - [E:139| 800]: Train Loss:0.0015564, Val MRR:0.42608, icews14_both +2023-06-21 10:41:22,442 - icews14_both - [INFO] - [E:139| 900]: Train Loss:0.0015566, Val MRR:0.42608, icews14_both +2023-06-21 10:42:06,657 - icews14_both - [INFO] - [Epoch:139]: Training Loss:0.001557 + +2023-06-21 10:42:06,870 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 10:42:20,491 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 10:42:33,897 - icews14_both - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.45405, Head : 0.39799, Avg : 0.42602 + MR: Tail : 609.4, Head : 672.82, Avg : 641.11 + Hit-1: Tail : 0.36189, Head : 0.30611, Avg : 0.334 + Hit-3: Tail : 0.5058, Head : 0.44147, Avg : 0.47364 + Hit-10: Tail : 0.62663, Head : 0.57451, Avg : 0.60057 +2023-06-21 10:42:33,897 - icews14_both - [INFO] - [Epoch 139]: Training Loss: 0.0015569, Valid MRR: 0.42608, + + + +2023-06-21 10:42:34,539 - icews14_both - [INFO] - [E:140| 0]: Train Loss:0.0015462, Val MRR:0.42608, icews14_both +2023-06-21 10:43:37,393 - icews14_both - [INFO] - [E:140| 100]: Train Loss:0.0015553, Val MRR:0.42608, icews14_both +2023-06-21 10:44:40,255 - icews14_both - [INFO] - [E:140| 200]: Train Loss:0.0015545, Val MRR:0.42608, icews14_both +2023-06-21 10:45:43,178 - icews14_both - [INFO] - [E:140| 300]: Train Loss:0.0015545, Val MRR:0.42608, icews14_both +2023-06-21 10:46:46,064 - icews14_both - [INFO] - [E:140| 400]: Train Loss:0.0015544, Val MRR:0.42608, icews14_both +2023-06-21 10:47:48,978 - icews14_both - [INFO] - [E:140| 500]: Train Loss:0.0015543, Val MRR:0.42608, icews14_both +2023-06-21 10:48:51,979 - icews14_both - [INFO] - [E:140| 600]: Train Loss:0.0015545, Val MRR:0.42608, icews14_both +2023-06-21 10:49:54,944 - icews14_both - [INFO] - [E:140| 700]: Train Loss:0.0015544, Val MRR:0.42608, icews14_both +2023-06-21 10:50:57,929 - icews14_both - [INFO] - [E:140| 800]: Train Loss:0.0015547, Val MRR:0.42608, icews14_both +2023-06-21 10:52:00,899 - icews14_both - [INFO] - [E:140| 900]: Train Loss:0.001555, Val MRR:0.42608, icews14_both +2023-06-21 10:52:45,175 - icews14_both - [INFO] - [Epoch:140]: Training Loss:0.001555 + +2023-06-21 10:52:45,388 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 10:52:59,021 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 10:53:12,429 - icews14_both - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.45472, Head : 0.40084, Avg : 0.42778 + +2023-06-21 10:53:13,751 - icews14_both - [INFO] - [Epoch 140]: Training Loss: 0.0015552, Valid MRR: 0.42778, + + + +2023-06-21 10:53:14,392 - icews14_both - [INFO] - [E:141| 0]: Train Loss:0.0015403, Val MRR:0.42778, icews14_both +2023-06-21 10:54:17,351 - icews14_both - [INFO] - [E:141| 100]: Train Loss:0.0015516, Val MRR:0.42778, icews14_both +2023-06-21 10:55:20,333 - icews14_both - [INFO] - [E:141| 200]: Train Loss:0.0015523, Val MRR:0.42778, icews14_both +2023-06-21 10:56:23,299 - icews14_both - [INFO] - [E:141| 300]: Train Loss:0.0015523, Val MRR:0.42778, icews14_both +2023-06-21 10:57:26,265 - icews14_both - [INFO] - [E:141| 400]: Train Loss:0.0015522, Val MRR:0.42778, icews14_both +2023-06-21 10:58:29,240 - icews14_both - [INFO] - [E:141| 500]: Train Loss:0.0015523, Val MRR:0.42778, icews14_both +2023-06-21 10:59:32,223 - icews14_both - [INFO] - [E:141| 600]: Train Loss:0.0015525, Val MRR:0.42778, icews14_both +2023-06-21 11:00:35,191 - icews14_both - [INFO] - [E:141| 700]: Train Loss:0.0015526, Val MRR:0.42778, icews14_both +2023-06-21 11:01:38,155 - icews14_both - [INFO] - [E:141| 800]: Train Loss:0.0015531, Val MRR:0.42778, icews14_both +2023-06-21 11:02:41,129 - icews14_both - [INFO] - [E:141| 900]: Train Loss:0.0015535, Val MRR:0.42778, icews14_both +2023-06-21 11:03:25,421 - icews14_both - [INFO] - [Epoch:141]: Training Loss:0.001554 + +2023-06-21 11:03:25,639 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 11:03:39,268 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 11:03:52,680 - icews14_both - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.45607, Head : 0.40007, Avg : 0.42807 + +2023-06-21 11:03:53,991 - icews14_both - [INFO] - [Epoch 141]: Training Loss: 0.0015537, Valid MRR: 0.42807, + + + +2023-06-21 11:03:54,641 - icews14_both - [INFO] - [E:142| 0]: Train Loss:0.0015442, Val MRR:0.42807, icews14_both +2023-06-21 11:04:57,621 - icews14_both - [INFO] - [E:142| 100]: Train Loss:0.0015535, Val MRR:0.42807, icews14_both +2023-06-21 11:06:00,597 - icews14_both - [INFO] - [E:142| 200]: Train Loss:0.0015527, Val MRR:0.42807, icews14_both +2023-06-21 11:07:03,567 - icews14_both - [INFO] - [E:142| 300]: Train Loss:0.0015519, Val MRR:0.42807, icews14_both +2023-06-21 11:08:06,541 - icews14_both - [INFO] - [E:142| 400]: Train Loss:0.0015521, Val MRR:0.42807, icews14_both +2023-06-21 11:09:09,507 - icews14_both - [INFO] - [E:142| 500]: Train Loss:0.0015519, Val MRR:0.42807, icews14_both +2023-06-21 11:10:12,471 - icews14_both - [INFO] - [E:142| 600]: Train Loss:0.0015519, Val MRR:0.42807, icews14_both +2023-06-21 11:11:15,440 - icews14_both - [INFO] - [E:142| 700]: Train Loss:0.0015519, Val MRR:0.42807, icews14_both +2023-06-21 11:12:18,386 - icews14_both - [INFO] - [E:142| 800]: Train Loss:0.001552, Val MRR:0.42807, icews14_both +2023-06-21 11:13:21,346 - icews14_both - [INFO] - [E:142| 900]: Train Loss:0.0015521, Val MRR:0.42807, icews14_both +2023-06-21 11:14:05,632 - icews14_both - [INFO] - [Epoch:142]: Training Loss:0.001552 + +2023-06-21 11:14:05,845 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 11:14:19,462 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 11:14:32,867 - icews14_both - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.45261, Head : 0.40123, Avg : 0.42692 + +2023-06-21 11:14:32,868 - icews14_both - [INFO] - [Epoch 142]: Training Loss: 0.0015522, Valid MRR: 0.42807, + + + +2023-06-21 11:14:33,513 - icews14_both - [INFO] - [E:143| 0]: Train Loss:0.0015386, Val MRR:0.42807, icews14_both +2023-06-21 11:15:36,426 - icews14_both - [INFO] - [E:143| 100]: Train Loss:0.0015475, Val MRR:0.42807, icews14_both +2023-06-21 11:16:39,346 - icews14_both - [INFO] - [E:143| 200]: Train Loss:0.001549, Val MRR:0.42807, icews14_both +2023-06-21 11:17:42,236 - icews14_both - [INFO] - [E:143| 300]: Train Loss:0.0015485, Val MRR:0.42807, icews14_both +2023-06-21 11:18:45,126 - icews14_both - [INFO] - [E:143| 400]: Train Loss:0.0015486, Val MRR:0.42807, icews14_both +2023-06-21 11:19:48,051 - icews14_both - [INFO] - [E:143| 500]: Train Loss:0.001549, Val MRR:0.42807, icews14_both +2023-06-21 11:20:50,959 - icews14_both - [INFO] - [E:143| 600]: Train Loss:0.0015492, Val MRR:0.42807, icews14_both +2023-06-21 11:21:53,825 - icews14_both - [INFO] - [E:143| 700]: Train Loss:0.0015495, Val MRR:0.42807, icews14_both +2023-06-21 11:22:56,732 - icews14_both - [INFO] - [E:143| 800]: Train Loss:0.0015501, Val MRR:0.42807, icews14_both +2023-06-21 11:23:59,593 - icews14_both - [INFO] - [E:143| 900]: Train Loss:0.0015504, Val MRR:0.42807, icews14_both +2023-06-21 11:24:43,843 - icews14_both - [INFO] - [Epoch:143]: Training Loss:0.001551 + +2023-06-21 11:24:44,056 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 11:24:57,664 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 11:25:11,066 - icews14_both - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.45023, Head : 0.39931, Avg : 0.42477 + +2023-06-21 11:25:11,066 - icews14_both - [INFO] - [Epoch 143]: Training Loss: 0.0015506, Valid MRR: 0.42807, + + + +2023-06-21 11:25:11,704 - icews14_both - [INFO] - [E:144| 0]: Train Loss:0.001555, Val MRR:0.42807, icews14_both +2023-06-21 11:26:14,593 - icews14_both - [INFO] - [E:144| 100]: Train Loss:0.001547, Val MRR:0.42807, icews14_both +2023-06-21 11:27:17,507 - icews14_both - [INFO] - [E:144| 200]: Train Loss:0.0015475, Val MRR:0.42807, icews14_both +2023-06-21 11:28:20,454 - icews14_both - [INFO] - [E:144| 300]: Train Loss:0.0015475, Val MRR:0.42807, icews14_both +2023-06-21 11:29:23,351 - icews14_both - [INFO] - [E:144| 400]: Train Loss:0.0015477, Val MRR:0.42807, icews14_both +2023-06-21 11:30:26,264 - icews14_both - [INFO] - [E:144| 500]: Train Loss:0.0015481, Val MRR:0.42807, icews14_both +2023-06-21 11:31:29,202 - icews14_both - [INFO] - [E:144| 600]: Train Loss:0.0015486, Val MRR:0.42807, icews14_both +2023-06-21 11:32:32,094 - icews14_both - [INFO] - [E:144| 700]: Train Loss:0.0015489, Val MRR:0.42807, icews14_both +2023-06-21 11:33:34,978 - icews14_both - [INFO] - [E:144| 800]: Train Loss:0.0015488, Val MRR:0.42807, icews14_both +2023-06-21 11:34:37,853 - icews14_both - [INFO] - [E:144| 900]: Train Loss:0.001549, Val MRR:0.42807, icews14_both +2023-06-21 11:35:22,103 - icews14_both - [INFO] - [Epoch:144]: Training Loss:0.001549 + +2023-06-21 11:35:22,316 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 11:35:35,924 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 11:35:49,317 - icews14_both - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.45671, Head : 0.40154, Avg : 0.42912 + +2023-06-21 11:35:50,542 - icews14_both - [INFO] - [Epoch 144]: Training Loss: 0.0015493, Valid MRR: 0.42912, + + + +2023-06-21 11:35:51,184 - icews14_both - [INFO] - [E:145| 0]: Train Loss:0.0015342, Val MRR:0.42912, icews14_both +2023-06-21 11:36:54,045 - icews14_both - [INFO] - [E:145| 100]: Train Loss:0.0015473, Val MRR:0.42912, icews14_both +2023-06-21 11:37:56,934 - icews14_both - [INFO] - [E:145| 200]: Train Loss:0.0015467, Val MRR:0.42912, icews14_both +2023-06-21 11:38:59,859 - icews14_both - [INFO] - [E:145| 300]: Train Loss:0.0015465, Val MRR:0.42912, icews14_both +2023-06-21 11:40:02,781 - icews14_both - [INFO] - [E:145| 400]: Train Loss:0.0015467, Val MRR:0.42912, icews14_both +2023-06-21 11:41:05,695 - icews14_both - [INFO] - [E:145| 500]: Train Loss:0.0015469, Val MRR:0.42912, icews14_both +2023-06-21 11:42:08,612 - icews14_both - [INFO] - [E:145| 600]: Train Loss:0.0015467, Val MRR:0.42912, icews14_both +2023-06-21 11:43:11,538 - icews14_both - [INFO] - [E:145| 700]: Train Loss:0.001547, Val MRR:0.42912, icews14_both +2023-06-21 11:44:14,429 - icews14_both - [INFO] - [E:145| 800]: Train Loss:0.0015473, Val MRR:0.42912, icews14_both +2023-06-21 11:45:17,333 - icews14_both - [INFO] - [E:145| 900]: Train Loss:0.0015475, Val MRR:0.42912, icews14_both +2023-06-21 11:46:01,574 - icews14_both - [INFO] - [Epoch:145]: Training Loss:0.001548 + +2023-06-21 11:46:01,789 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 11:46:15,409 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 11:46:28,831 - icews14_both - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.4581, Head : 0.40338, Avg : 0.43074 + +2023-06-21 11:46:30,146 - icews14_both - [INFO] - [Epoch 145]: Training Loss: 0.0015478, Valid MRR: 0.43074, + + + +2023-06-21 11:46:30,789 - icews14_both - [INFO] - [E:146| 0]: Train Loss:0.0015597, Val MRR:0.43074, icews14_both +2023-06-21 11:47:33,686 - icews14_both - [INFO] - [E:146| 100]: Train Loss:0.0015445, Val MRR:0.43074, icews14_both +2023-06-21 11:48:36,610 - icews14_both - [INFO] - [E:146| 200]: Train Loss:0.0015442, Val MRR:0.43074, icews14_both +2023-06-21 11:49:39,538 - icews14_both - [INFO] - [E:146| 300]: Train Loss:0.0015449, Val MRR:0.43074, icews14_both +2023-06-21 11:50:42,469 - icews14_both - [INFO] - [E:146| 400]: Train Loss:0.0015449, Val MRR:0.43074, icews14_both +2023-06-21 11:51:45,393 - icews14_both - [INFO] - [E:146| 500]: Train Loss:0.0015452, Val MRR:0.43074, icews14_both +2023-06-21 11:52:48,287 - icews14_both - [INFO] - [E:146| 600]: Train Loss:0.0015454, Val MRR:0.43074, icews14_both +2023-06-21 11:53:51,219 - icews14_both - [INFO] - [E:146| 700]: Train Loss:0.0015457, Val MRR:0.43074, icews14_both +2023-06-21 11:54:54,134 - icews14_both - [INFO] - [E:146| 800]: Train Loss:0.0015459, Val MRR:0.43074, icews14_both +2023-06-21 11:55:57,051 - icews14_both - [INFO] - [E:146| 900]: Train Loss:0.0015462, Val MRR:0.43074, icews14_both +2023-06-21 11:56:41,285 - icews14_both - [INFO] - [Epoch:146]: Training Loss:0.001546 + +2023-06-21 11:56:41,499 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 11:56:55,110 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 11:57:08,521 - icews14_both - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.45607, Head : 0.403, Avg : 0.42954 + +2023-06-21 11:57:08,521 - icews14_both - [INFO] - [Epoch 146]: Training Loss: 0.0015464, Valid MRR: 0.43074, + + + +2023-06-21 11:57:09,160 - icews14_both - [INFO] - [E:147| 0]: Train Loss:0.0015407, Val MRR:0.43074, icews14_both +2023-06-21 11:58:12,029 - icews14_both - [INFO] - [E:147| 100]: Train Loss:0.0015441, Val MRR:0.43074, icews14_both +2023-06-21 11:59:14,924 - icews14_both - [INFO] - [E:147| 200]: Train Loss:0.0015446, Val MRR:0.43074, icews14_both +2023-06-21 12:00:17,837 - icews14_both - [INFO] - [E:147| 300]: Train Loss:0.0015443, Val MRR:0.43074, icews14_both +2023-06-21 12:01:20,717 - icews14_both - [INFO] - [E:147| 400]: Train Loss:0.0015441, Val MRR:0.43074, icews14_both +2023-06-21 12:02:23,607 - icews14_both - [INFO] - [E:147| 500]: Train Loss:0.0015442, Val MRR:0.43074, icews14_both +2023-06-21 12:03:26,515 - icews14_both - [INFO] - [E:147| 600]: Train Loss:0.0015446, Val MRR:0.43074, icews14_both +2023-06-21 12:04:29,419 - icews14_both - [INFO] - [E:147| 700]: Train Loss:0.0015448, Val MRR:0.43074, icews14_both +2023-06-21 12:05:32,318 - icews14_both - [INFO] - [E:147| 800]: Train Loss:0.001545, Val MRR:0.43074, icews14_both +2023-06-21 12:06:35,223 - icews14_both - [INFO] - [E:147| 900]: Train Loss:0.0015452, Val MRR:0.43074, icews14_both +2023-06-21 12:07:19,455 - icews14_both - [INFO] - [Epoch:147]: Training Loss:0.001545 + +2023-06-21 12:07:19,668 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 12:07:33,277 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 12:07:46,682 - icews14_both - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.45936, Head : 0.40332, Avg : 0.43134 + +2023-06-21 12:07:47,912 - icews14_both - [INFO] - [Epoch 147]: Training Loss: 0.0015455, Valid MRR: 0.43134, + + + +2023-06-21 12:07:48,552 - icews14_both - [INFO] - [E:148| 0]: Train Loss:0.0015341, Val MRR:0.43134, icews14_both +2023-06-21 12:08:51,467 - icews14_both - [INFO] - [E:148| 100]: Train Loss:0.0015429, Val MRR:0.43134, icews14_both +2023-06-21 12:09:54,392 - icews14_both - [INFO] - [E:148| 200]: Train Loss:0.0015442, Val MRR:0.43134, icews14_both +2023-06-21 12:10:57,297 - icews14_both - [INFO] - [E:148| 300]: Train Loss:0.0015435, Val MRR:0.43134, icews14_both +2023-06-21 12:12:00,197 - icews14_both - [INFO] - [E:148| 400]: Train Loss:0.0015437, Val MRR:0.43134, icews14_both +2023-06-21 12:13:03,093 - icews14_both - [INFO] - [E:148| 500]: Train Loss:0.0015435, Val MRR:0.43134, icews14_both +2023-06-21 12:14:05,994 - icews14_both - [INFO] - [E:148| 600]: Train Loss:0.0015437, Val MRR:0.43134, icews14_both +2023-06-21 12:15:08,902 - icews14_both - [INFO] - [E:148| 700]: Train Loss:0.0015438, Val MRR:0.43134, icews14_both +2023-06-21 12:16:11,808 - icews14_both - [INFO] - [E:148| 800]: Train Loss:0.0015437, Val MRR:0.43134, icews14_both +2023-06-21 12:17:14,667 - icews14_both - [INFO] - [E:148| 900]: Train Loss:0.0015438, Val MRR:0.43134, icews14_both +2023-06-21 12:17:58,882 - icews14_both - [INFO] - [Epoch:148]: Training Loss:0.001544 + +2023-06-21 12:17:59,095 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 12:18:12,708 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 12:18:26,107 - icews14_both - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.45921, Head : 0.40597, Avg : 0.43259 + +2023-06-21 12:18:27,421 - icews14_both - [INFO] - [Epoch 148]: Training Loss: 0.001544, Valid MRR: 0.43259, + + + +2023-06-21 12:18:28,064 - icews14_both - [INFO] - [E:149| 0]: Train Loss:0.0015493, Val MRR:0.43259, icews14_both +2023-06-21 12:19:30,894 - icews14_both - [INFO] - [E:149| 100]: Train Loss:0.0015417, Val MRR:0.43259, icews14_both +2023-06-21 12:20:33,744 - icews14_both - [INFO] - [E:149| 200]: Train Loss:0.0015412, Val MRR:0.43259, icews14_both +2023-06-21 12:21:36,591 - icews14_both - [INFO] - [E:149| 300]: Train Loss:0.0015413, Val MRR:0.43259, icews14_both +2023-06-21 12:22:39,426 - icews14_both - [INFO] - [E:149| 400]: Train Loss:0.0015417, Val MRR:0.43259, icews14_both +2023-06-21 12:23:42,268 - icews14_both - [INFO] - [E:149| 500]: Train Loss:0.0015418, Val MRR:0.43259, icews14_both +2023-06-21 12:24:45,110 - icews14_both - [INFO] - [E:149| 600]: Train Loss:0.0015422, Val MRR:0.43259, icews14_both +2023-06-21 12:25:47,965 - icews14_both - [INFO] - [E:149| 700]: Train Loss:0.0015424, Val MRR:0.43259, icews14_both +2023-06-21 12:26:50,807 - icews14_both - [INFO] - [E:149| 800]: Train Loss:0.0015426, Val MRR:0.43259, icews14_both +2023-06-21 12:27:53,659 - icews14_both - [INFO] - [E:149| 900]: Train Loss:0.0015429, Val MRR:0.43259, icews14_both +2023-06-21 12:28:37,830 - icews14_both - [INFO] - [Epoch:149]: Training Loss:0.001543 + +2023-06-21 12:28:38,042 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 12:28:51,652 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 12:29:05,055 - icews14_both - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.45792, Head : 0.40585, Avg : 0.43188 + MR: Tail : 596.78, Head : 672.23, Avg : 634.5 + Hit-1: Tail : 0.36849, Head : 0.31783, Avg : 0.34316 + Hit-3: Tail : 0.50653, Head : 0.44465, Avg : 0.47559 + Hit-10: Tail : 0.62651, Head : 0.57879, Avg : 0.60265 +2023-06-21 12:29:05,055 - icews14_both - [INFO] - [Epoch 149]: Training Loss: 0.001543, Valid MRR: 0.43259, + + + +2023-06-21 12:29:05,691 - icews14_both - [INFO] - [E:150| 0]: Train Loss:0.0015292, Val MRR:0.43259, icews14_both +2023-06-21 12:30:08,505 - icews14_both - [INFO] - [E:150| 100]: Train Loss:0.0015399, Val MRR:0.43259, icews14_both +2023-06-21 12:31:11,344 - icews14_both - [INFO] - [E:150| 200]: Train Loss:0.0015399, Val MRR:0.43259, icews14_both +2023-06-21 12:32:14,162 - icews14_both - [INFO] - [E:150| 300]: Train Loss:0.0015403, Val MRR:0.43259, icews14_both +2023-06-21 12:33:16,980 - icews14_both - [INFO] - [E:150| 400]: Train Loss:0.0015408, Val MRR:0.43259, icews14_both +2023-06-21 12:34:19,801 - icews14_both - [INFO] - [E:150| 500]: Train Loss:0.0015409, Val MRR:0.43259, icews14_both +2023-06-21 12:35:22,602 - icews14_both - [INFO] - [E:150| 600]: Train Loss:0.0015413, Val MRR:0.43259, icews14_both +2023-06-21 12:36:25,423 - icews14_both - [INFO] - [E:150| 700]: Train Loss:0.0015414, Val MRR:0.43259, icews14_both +2023-06-21 12:37:28,256 - icews14_both - [INFO] - [E:150| 800]: Train Loss:0.0015416, Val MRR:0.43259, icews14_both +2023-06-21 12:38:31,076 - icews14_both - [INFO] - [E:150| 900]: Train Loss:0.0015418, Val MRR:0.43259, icews14_both +2023-06-21 12:39:15,234 - icews14_both - [INFO] - [Epoch:150]: Training Loss:0.001542 + +2023-06-21 12:39:15,447 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 12:39:29,049 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 12:39:42,448 - icews14_both - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.46279, Head : 0.40493, Avg : 0.43386 + +2023-06-21 12:39:43,754 - icews14_both - [INFO] - [Epoch 150]: Training Loss: 0.0015418, Valid MRR: 0.43386, + + + +2023-06-21 12:39:44,403 - icews14_both - [INFO] - [E:151| 0]: Train Loss:0.0015353, Val MRR:0.43386, icews14_both +2023-06-21 12:40:47,226 - icews14_both - [INFO] - [E:151| 100]: Train Loss:0.0015398, Val MRR:0.43386, icews14_both +2023-06-21 12:41:50,074 - icews14_both - [INFO] - [E:151| 200]: Train Loss:0.0015398, Val MRR:0.43386, icews14_both +2023-06-21 12:42:52,938 - icews14_both - [INFO] - [E:151| 300]: Train Loss:0.00154, Val MRR:0.43386, icews14_both +2023-06-21 12:43:55,770 - icews14_both - [INFO] - [E:151| 400]: Train Loss:0.0015399, Val MRR:0.43386, icews14_both +2023-06-21 12:44:58,610 - icews14_both - [INFO] - [E:151| 500]: Train Loss:0.00154, Val MRR:0.43386, icews14_both +2023-06-21 12:46:01,483 - icews14_both - [INFO] - [E:151| 600]: Train Loss:0.0015402, Val MRR:0.43386, icews14_both +2023-06-21 12:47:04,358 - icews14_both - [INFO] - [E:151| 700]: Train Loss:0.0015404, Val MRR:0.43386, icews14_both +2023-06-21 12:48:07,193 - icews14_both - [INFO] - [E:151| 800]: Train Loss:0.0015405, Val MRR:0.43386, icews14_both +2023-06-21 12:49:10,051 - icews14_both - [INFO] - [E:151| 900]: Train Loss:0.0015405, Val MRR:0.43386, icews14_both +2023-06-21 12:49:54,240 - icews14_both - [INFO] - [Epoch:151]: Training Loss:0.001541 + +2023-06-21 12:49:54,454 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 12:50:08,059 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 12:50:21,470 - icews14_both - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.46247, Head : 0.40569, Avg : 0.43408 + +2023-06-21 12:50:22,881 - icews14_both - [INFO] - [Epoch 151]: Training Loss: 0.0015409, Valid MRR: 0.43408, + + + +2023-06-21 12:50:23,520 - icews14_both - [INFO] - [E:152| 0]: Train Loss:0.0015394, Val MRR:0.43408, icews14_both +2023-06-21 12:51:26,419 - icews14_both - [INFO] - [E:152| 100]: Train Loss:0.0015415, Val MRR:0.43408, icews14_both +2023-06-21 12:52:29,284 - icews14_both - [INFO] - [E:152| 200]: Train Loss:0.001539, Val MRR:0.43408, icews14_both +2023-06-21 12:53:32,127 - icews14_both - [INFO] - [E:152| 300]: Train Loss:0.0015393, Val MRR:0.43408, icews14_both +2023-06-21 12:54:34,967 - icews14_both - [INFO] - [E:152| 400]: Train Loss:0.0015389, Val MRR:0.43408, icews14_both +2023-06-21 12:55:37,790 - icews14_both - [INFO] - [E:152| 500]: Train Loss:0.001539, Val MRR:0.43408, icews14_both +2023-06-21 12:56:40,574 - icews14_both - [INFO] - [E:152| 600]: Train Loss:0.0015391, Val MRR:0.43408, icews14_both +2023-06-21 12:57:43,318 - icews14_both - [INFO] - [E:152| 700]: Train Loss:0.0015391, Val MRR:0.43408, icews14_both +2023-06-21 12:58:46,095 - icews14_both - [INFO] - [E:152| 800]: Train Loss:0.0015394, Val MRR:0.43408, icews14_both +2023-06-21 12:59:48,867 - icews14_both - [INFO] - [E:152| 900]: Train Loss:0.0015395, Val MRR:0.43408, icews14_both +2023-06-21 13:00:33,021 - icews14_both - [INFO] - [Epoch:152]: Training Loss:0.00154 + +2023-06-21 13:00:33,239 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 13:00:46,851 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 13:01:00,240 - icews14_both - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.46049, Head : 0.40869, Avg : 0.43459 + +2023-06-21 13:01:01,541 - icews14_both - [INFO] - [Epoch 152]: Training Loss: 0.0015396, Valid MRR: 0.43459, + + + +2023-06-21 13:01:02,185 - icews14_both - [INFO] - [E:153| 0]: Train Loss:0.0015393, Val MRR:0.43459, icews14_both +2023-06-21 13:02:04,983 - icews14_both - [INFO] - [E:153| 100]: Train Loss:0.0015357, Val MRR:0.43459, icews14_both +2023-06-21 13:03:07,762 - icews14_both - [INFO] - [E:153| 200]: Train Loss:0.0015363, Val MRR:0.43459, icews14_both +2023-06-21 13:04:10,501 - icews14_both - [INFO] - [E:153| 300]: Train Loss:0.0015368, Val MRR:0.43459, icews14_both +2023-06-21 13:05:13,237 - icews14_both - [INFO] - [E:153| 400]: Train Loss:0.0015371, Val MRR:0.43459, icews14_both +2023-06-21 13:06:15,993 - icews14_both - [INFO] - [E:153| 500]: Train Loss:0.0015378, Val MRR:0.43459, icews14_both +2023-06-21 13:07:18,764 - icews14_both - [INFO] - [E:153| 600]: Train Loss:0.0015379, Val MRR:0.43459, icews14_both +2023-06-21 13:08:21,540 - icews14_both - [INFO] - [E:153| 700]: Train Loss:0.0015384, Val MRR:0.43459, icews14_both +2023-06-21 13:09:24,351 - icews14_both - [INFO] - [E:153| 800]: Train Loss:0.0015385, Val MRR:0.43459, icews14_both +2023-06-21 13:10:27,129 - icews14_both - [INFO] - [E:153| 900]: Train Loss:0.0015387, Val MRR:0.43459, icews14_both +2023-06-21 13:11:11,235 - icews14_both - [INFO] - [Epoch:153]: Training Loss:0.001539 + +2023-06-21 13:11:11,453 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 13:11:25,050 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 13:11:38,448 - icews14_both - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.46106, Head : 0.40752, Avg : 0.43429 + +2023-06-21 13:11:38,448 - icews14_both - [INFO] - [Epoch 153]: Training Loss: 0.0015387, Valid MRR: 0.43459, + + + +2023-06-21 13:11:39,085 - icews14_both - [INFO] - [E:154| 0]: Train Loss:0.0015444, Val MRR:0.43459, icews14_both +2023-06-21 13:12:41,868 - icews14_both - [INFO] - [E:154| 100]: Train Loss:0.0015371, Val MRR:0.43459, icews14_both +2023-06-21 13:13:44,610 - icews14_both - [INFO] - [E:154| 200]: Train Loss:0.0015372, Val MRR:0.43459, icews14_both +2023-06-21 13:14:47,365 - icews14_both - [INFO] - [E:154| 300]: Train Loss:0.0015366, Val MRR:0.43459, icews14_both +2023-06-21 13:15:50,108 - icews14_both - [INFO] - [E:154| 400]: Train Loss:0.0015368, Val MRR:0.43459, icews14_both +2023-06-21 13:16:52,865 - icews14_both - [INFO] - [E:154| 500]: Train Loss:0.001537, Val MRR:0.43459, icews14_both +2023-06-21 13:17:55,641 - icews14_both - [INFO] - [E:154| 600]: Train Loss:0.0015372, Val MRR:0.43459, icews14_both +2023-06-21 13:18:58,389 - icews14_both - [INFO] - [E:154| 700]: Train Loss:0.0015375, Val MRR:0.43459, icews14_both +2023-06-21 13:20:01,161 - icews14_both - [INFO] - [E:154| 800]: Train Loss:0.0015376, Val MRR:0.43459, icews14_both +2023-06-21 13:21:03,913 - icews14_both - [INFO] - [E:154| 900]: Train Loss:0.0015379, Val MRR:0.43459, icews14_both +2023-06-21 13:21:48,052 - icews14_both - [INFO] - [Epoch:154]: Training Loss:0.001538 + +2023-06-21 13:21:48,265 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 13:22:01,859 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 13:22:15,250 - icews14_both - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.4642, Head : 0.40849, Avg : 0.43635 + +2023-06-21 13:22:16,547 - icews14_both - [INFO] - [Epoch 154]: Training Loss: 0.0015379, Valid MRR: 0.43635, + + + +2023-06-21 13:22:17,184 - icews14_both - [INFO] - [E:155| 0]: Train Loss:0.0015241, Val MRR:0.43635, icews14_both +2023-06-21 13:23:19,929 - icews14_both - [INFO] - [E:155| 100]: Train Loss:0.0015372, Val MRR:0.43635, icews14_both +2023-06-21 13:24:22,691 - icews14_both - [INFO] - [E:155| 200]: Train Loss:0.0015364, Val MRR:0.43635, icews14_both +2023-06-21 13:25:25,433 - icews14_both - [INFO] - [E:155| 300]: Train Loss:0.0015359, Val MRR:0.43635, icews14_both +2023-06-21 13:26:28,201 - icews14_both - [INFO] - [E:155| 400]: Train Loss:0.0015362, Val MRR:0.43635, icews14_both +2023-06-21 13:27:30,965 - icews14_both - [INFO] - [E:155| 500]: Train Loss:0.0015367, Val MRR:0.43635, icews14_both +2023-06-21 13:28:33,710 - icews14_both - [INFO] - [E:155| 600]: Train Loss:0.0015368, Val MRR:0.43635, icews14_both +2023-06-21 13:29:36,478 - icews14_both - [INFO] - [E:155| 700]: Train Loss:0.0015365, Val MRR:0.43635, icews14_both +2023-06-21 13:30:39,261 - icews14_both - [INFO] - [E:155| 800]: Train Loss:0.0015365, Val MRR:0.43635, icews14_both +2023-06-21 13:31:42,021 - icews14_both - [INFO] - [E:155| 900]: Train Loss:0.0015366, Val MRR:0.43635, icews14_both +2023-06-21 13:32:26,154 - icews14_both - [INFO] - [Epoch:155]: Training Loss:0.001537 + +2023-06-21 13:32:26,373 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 13:32:39,979 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 13:32:53,371 - icews14_both - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.46331, Head : 0.40573, Avg : 0.43452 + +2023-06-21 13:32:53,371 - icews14_both - [INFO] - [Epoch 155]: Training Loss: 0.0015368, Valid MRR: 0.43635, + + + +2023-06-21 13:32:54,010 - icews14_both - [INFO] - [E:156| 0]: Train Loss:0.0015495, Val MRR:0.43635, icews14_both +2023-06-21 13:33:56,772 - icews14_both - [INFO] - [E:156| 100]: Train Loss:0.0015367, Val MRR:0.43635, icews14_both +2023-06-21 13:34:59,541 - icews14_both - [INFO] - [E:156| 200]: Train Loss:0.0015363, Val MRR:0.43635, icews14_both +2023-06-21 13:36:02,317 - icews14_both - [INFO] - [E:156| 300]: Train Loss:0.0015359, Val MRR:0.43635, icews14_both +2023-06-21 13:37:05,102 - icews14_both - [INFO] - [E:156| 400]: Train Loss:0.0015358, Val MRR:0.43635, icews14_both +2023-06-21 13:38:07,877 - icews14_both - [INFO] - [E:156| 500]: Train Loss:0.0015359, Val MRR:0.43635, icews14_both +2023-06-21 13:39:10,665 - icews14_both - [INFO] - [E:156| 600]: Train Loss:0.0015358, Val MRR:0.43635, icews14_both +2023-06-21 13:40:13,447 - icews14_both - [INFO] - [E:156| 700]: Train Loss:0.0015359, Val MRR:0.43635, icews14_both +2023-06-21 13:41:16,229 - icews14_both - [INFO] - [E:156| 800]: Train Loss:0.0015357, Val MRR:0.43635, icews14_both +2023-06-21 13:42:18,977 - icews14_both - [INFO] - [E:156| 900]: Train Loss:0.0015357, Val MRR:0.43635, icews14_both +2023-06-21 13:43:03,117 - icews14_both - [INFO] - [Epoch:156]: Training Loss:0.001536 + +2023-06-21 13:43:03,330 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 13:43:16,927 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 13:43:30,321 - icews14_both - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.46239, Head : 0.40619, Avg : 0.43429 + +2023-06-21 13:43:30,322 - icews14_both - [INFO] - [Epoch 156]: Training Loss: 0.0015358, Valid MRR: 0.43635, + + + +2023-06-21 13:43:30,959 - icews14_both - [INFO] - [E:157| 0]: Train Loss:0.0015375, Val MRR:0.43635, icews14_both +2023-06-21 13:44:33,735 - icews14_both - [INFO] - [E:157| 100]: Train Loss:0.0015347, Val MRR:0.43635, icews14_both +2023-06-21 13:45:36,504 - icews14_both - [INFO] - [E:157| 200]: Train Loss:0.0015343, Val MRR:0.43635, icews14_both +2023-06-21 13:46:39,262 - icews14_both - [INFO] - [E:157| 300]: Train Loss:0.001534, Val MRR:0.43635, icews14_both +2023-06-21 13:47:42,090 - icews14_both - [INFO] - [E:157| 400]: Train Loss:0.0015347, Val MRR:0.43635, icews14_both +2023-06-21 13:48:44,865 - icews14_both - [INFO] - [E:157| 500]: Train Loss:0.0015346, Val MRR:0.43635, icews14_both +2023-06-21 13:49:47,642 - icews14_both - [INFO] - [E:157| 600]: Train Loss:0.0015351, Val MRR:0.43635, icews14_both +2023-06-21 13:50:50,469 - icews14_both - [INFO] - [E:157| 700]: Train Loss:0.0015352, Val MRR:0.43635, icews14_both +2023-06-21 13:51:53,335 - icews14_both - [INFO] - [E:157| 800]: Train Loss:0.0015353, Val MRR:0.43635, icews14_both +2023-06-21 13:52:56,193 - icews14_both - [INFO] - [E:157| 900]: Train Loss:0.0015351, Val MRR:0.43635, icews14_both +2023-06-21 13:53:40,386 - icews14_both - [INFO] - [Epoch:157]: Training Loss:0.001535 + +2023-06-21 13:53:40,599 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 13:53:54,207 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 13:54:07,620 - icews14_both - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.46339, Head : 0.4115, Avg : 0.43744 + +2023-06-21 13:54:08,936 - icews14_both - [INFO] - [Epoch 157]: Training Loss: 0.0015352, Valid MRR: 0.43744, + + + +2023-06-21 13:54:09,578 - icews14_both - [INFO] - [E:158| 0]: Train Loss:0.0015364, Val MRR:0.43744, icews14_both +2023-06-21 13:55:12,397 - icews14_both - [INFO] - [E:158| 100]: Train Loss:0.0015324, Val MRR:0.43744, icews14_both +2023-06-21 13:56:15,230 - icews14_both - [INFO] - [E:158| 200]: Train Loss:0.0015339, Val MRR:0.43744, icews14_both +2023-06-21 13:57:18,078 - icews14_both - [INFO] - [E:158| 300]: Train Loss:0.001534, Val MRR:0.43744, icews14_both +2023-06-21 13:58:20,924 - icews14_both - [INFO] - [E:158| 400]: Train Loss:0.0015339, Val MRR:0.43744, icews14_both +2023-06-21 13:59:23,796 - icews14_both - [INFO] - [E:158| 500]: Train Loss:0.0015338, Val MRR:0.43744, icews14_both +2023-06-21 14:00:26,631 - icews14_both - [INFO] - [E:158| 600]: Train Loss:0.0015338, Val MRR:0.43744, icews14_both +2023-06-21 14:01:29,477 - icews14_both - [INFO] - [E:158| 700]: Train Loss:0.0015338, Val MRR:0.43744, icews14_both +2023-06-21 14:02:32,295 - icews14_both - [INFO] - [E:158| 800]: Train Loss:0.001534, Val MRR:0.43744, icews14_both +2023-06-21 14:03:35,117 - icews14_both - [INFO] - [E:158| 900]: Train Loss:0.0015341, Val MRR:0.43744, icews14_both +2023-06-21 14:04:19,307 - icews14_both - [INFO] - [Epoch:158]: Training Loss:0.001534 + +2023-06-21 14:04:19,527 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 14:04:33,146 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 14:04:46,550 - icews14_both - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.46002, Head : 0.4067, Avg : 0.43336 + +2023-06-21 14:04:46,550 - icews14_both - [INFO] - [Epoch 158]: Training Loss: 0.0015341, Valid MRR: 0.43744, + + + +2023-06-21 14:04:47,189 - icews14_both - [INFO] - [E:159| 0]: Train Loss:0.0015316, Val MRR:0.43744, icews14_both +2023-06-21 14:05:50,045 - icews14_both - [INFO] - [E:159| 100]: Train Loss:0.0015321, Val MRR:0.43744, icews14_both +2023-06-21 14:06:52,921 - icews14_both - [INFO] - [E:159| 200]: Train Loss:0.0015317, Val MRR:0.43744, icews14_both +2023-06-21 14:07:55,768 - icews14_both - [INFO] - [E:159| 300]: Train Loss:0.0015319, Val MRR:0.43744, icews14_both +2023-06-21 14:08:58,613 - icews14_both - [INFO] - [E:159| 400]: Train Loss:0.0015326, Val MRR:0.43744, icews14_both +2023-06-21 14:10:01,472 - icews14_both - [INFO] - [E:159| 500]: Train Loss:0.0015326, Val MRR:0.43744, icews14_both +2023-06-21 14:11:04,339 - icews14_both - [INFO] - [E:159| 600]: Train Loss:0.0015326, Val MRR:0.43744, icews14_both +2023-06-21 14:12:07,214 - icews14_both - [INFO] - [E:159| 700]: Train Loss:0.0015332, Val MRR:0.43744, icews14_both +2023-06-21 14:13:10,079 - icews14_both - [INFO] - [E:159| 800]: Train Loss:0.0015331, Val MRR:0.43744, icews14_both +2023-06-21 14:14:12,963 - icews14_both - [INFO] - [E:159| 900]: Train Loss:0.0015333, Val MRR:0.43744, icews14_both +2023-06-21 14:14:57,146 - icews14_both - [INFO] - [Epoch:159]: Training Loss:0.001534 + +2023-06-21 14:14:57,360 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 14:15:10,970 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 14:15:24,379 - icews14_both - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.46711, Head : 0.40807, Avg : 0.43759 + MR: Tail : 633.1, Head : 707.75, Avg : 670.43 + Hit-1: Tail : 0.38106, Head : 0.31954, Avg : 0.3503 + Hit-3: Tail : 0.51483, Head : 0.45014, Avg : 0.48249 + Hit-10: Tail : 0.63212, Head : 0.57842, Avg : 0.60527 +2023-06-21 14:15:25,690 - icews14_both - [INFO] - [Epoch 159]: Training Loss: 0.0015335, Valid MRR: 0.43759, + + + +2023-06-21 14:15:26,330 - icews14_both - [INFO] - [E:160| 0]: Train Loss:0.0015236, Val MRR:0.43759, icews14_both +2023-06-21 14:16:29,229 - icews14_both - [INFO] - [E:160| 100]: Train Loss:0.0015291, Val MRR:0.43759, icews14_both +2023-06-21 14:17:32,115 - icews14_both - [INFO] - [E:160| 200]: Train Loss:0.0015307, Val MRR:0.43759, icews14_both +2023-06-21 14:18:34,999 - icews14_both - [INFO] - [E:160| 300]: Train Loss:0.0015314, Val MRR:0.43759, icews14_both +2023-06-21 14:19:37,905 - icews14_both - [INFO] - [E:160| 400]: Train Loss:0.0015316, Val MRR:0.43759, icews14_both +2023-06-21 14:20:40,752 - icews14_both - [INFO] - [E:160| 500]: Train Loss:0.001532, Val MRR:0.43759, icews14_both +2023-06-21 14:21:43,548 - icews14_both - [INFO] - [E:160| 600]: Train Loss:0.0015321, Val MRR:0.43759, icews14_both +2023-06-21 14:22:46,293 - icews14_both - [INFO] - [E:160| 700]: Train Loss:0.0015325, Val MRR:0.43759, icews14_both +2023-06-21 14:23:49,066 - icews14_both - [INFO] - [E:160| 800]: Train Loss:0.0015325, Val MRR:0.43759, icews14_both +2023-06-21 14:24:51,849 - icews14_both - [INFO] - [E:160| 900]: Train Loss:0.0015326, Val MRR:0.43759, icews14_both +2023-06-21 14:25:35,982 - icews14_both - [INFO] - [Epoch:160]: Training Loss:0.001533 + +2023-06-21 14:25:36,195 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 14:25:49,801 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 14:26:03,193 - icews14_both - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.46436, Head : 0.40997, Avg : 0.43717 + +2023-06-21 14:26:03,193 - icews14_both - [INFO] - [Epoch 160]: Training Loss: 0.0015327, Valid MRR: 0.43759, + + + +2023-06-21 14:26:03,830 - icews14_both - [INFO] - [E:161| 0]: Train Loss:0.0015379, Val MRR:0.43759, icews14_both +2023-06-21 14:27:06,602 - icews14_both - [INFO] - [E:161| 100]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both +2023-06-21 14:28:09,386 - icews14_both - [INFO] - [E:161| 200]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both +2023-06-21 14:29:12,166 - icews14_both - [INFO] - [E:161| 300]: Train Loss:0.0015312, Val MRR:0.43759, icews14_both +2023-06-21 14:30:14,919 - icews14_both - [INFO] - [E:161| 400]: Train Loss:0.0015315, Val MRR:0.43759, icews14_both +2023-06-21 14:31:17,714 - icews14_both - [INFO] - [E:161| 500]: Train Loss:0.0015316, Val MRR:0.43759, icews14_both +2023-06-21 14:32:20,575 - icews14_both - [INFO] - [E:161| 600]: Train Loss:0.0015318, Val MRR:0.43759, icews14_both +2023-06-21 14:33:23,443 - icews14_both - [INFO] - [E:161| 700]: Train Loss:0.0015316, Val MRR:0.43759, icews14_both +2023-06-21 14:34:26,344 - icews14_both - [INFO] - [E:161| 800]: Train Loss:0.0015317, Val MRR:0.43759, icews14_both +2023-06-21 14:35:29,222 - icews14_both - [INFO] - [E:161| 900]: Train Loss:0.0015318, Val MRR:0.43759, icews14_both +2023-06-21 14:36:13,454 - icews14_both - [INFO] - [Epoch:161]: Training Loss:0.001532 + +2023-06-21 14:36:13,667 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 14:36:27,282 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 14:36:40,692 - icews14_both - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.46222, Head : 0.41002, Avg : 0.43612 + +2023-06-21 14:36:40,692 - icews14_both - [INFO] - [Epoch 161]: Training Loss: 0.0015317, Valid MRR: 0.43759, + + + +2023-06-21 14:36:41,330 - icews14_both - [INFO] - [E:162| 0]: Train Loss:0.0015439, Val MRR:0.43759, icews14_both +2023-06-21 14:37:44,217 - icews14_both - [INFO] - [E:162| 100]: Train Loss:0.0015302, Val MRR:0.43759, icews14_both +2023-06-21 14:38:47,109 - icews14_both - [INFO] - [E:162| 200]: Train Loss:0.0015308, Val MRR:0.43759, icews14_both +2023-06-21 14:39:50,009 - icews14_both - [INFO] - [E:162| 300]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both +2023-06-21 14:40:52,882 - icews14_both - [INFO] - [E:162| 400]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both +2023-06-21 14:41:55,664 - icews14_both - [INFO] - [E:162| 500]: Train Loss:0.0015307, Val MRR:0.43759, icews14_both +2023-06-21 14:42:58,462 - icews14_both - [INFO] - [E:162| 600]: Train Loss:0.001531, Val MRR:0.43759, icews14_both +2023-06-21 14:44:01,244 - icews14_both - [INFO] - [E:162| 700]: Train Loss:0.001531, Val MRR:0.43759, icews14_both +2023-06-21 14:45:04,017 - icews14_both - [INFO] - [E:162| 800]: Train Loss:0.001531, Val MRR:0.43759, icews14_both +2023-06-21 14:46:06,830 - icews14_both - [INFO] - [E:162| 900]: Train Loss:0.0015311, Val MRR:0.43759, icews14_both +2023-06-21 14:46:50,971 - icews14_both - [INFO] - [Epoch:162]: Training Loss:0.001531 + +2023-06-21 14:46:51,184 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 14:47:04,787 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 14:47:18,178 - icews14_both - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.46344, Head : 0.40675, Avg : 0.43509 + +2023-06-21 14:47:18,178 - icews14_both - [INFO] - [Epoch 162]: Training Loss: 0.0015311, Valid MRR: 0.43759, + + + +2023-06-21 14:47:18,817 - icews14_both - [INFO] - [E:163| 0]: Train Loss:0.0015219, Val MRR:0.43759, icews14_both +2023-06-21 14:48:21,622 - icews14_both - [INFO] - [E:163| 100]: Train Loss:0.0015298, Val MRR:0.43759, icews14_both +2023-06-21 14:49:24,386 - icews14_both - [INFO] - [E:163| 200]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both +2023-06-21 14:50:27,045 - icews14_both - [INFO] - [E:163| 300]: Train Loss:0.0015304, Val MRR:0.43759, icews14_both +2023-06-21 14:51:29,721 - icews14_both - [INFO] - [E:163| 400]: Train Loss:0.0015298, Val MRR:0.43759, icews14_both +2023-06-21 14:52:32,340 - icews14_both - [INFO] - [E:163| 500]: Train Loss:0.0015299, Val MRR:0.43759, icews14_both +2023-06-21 14:53:34,935 - icews14_both - [INFO] - [E:163| 600]: Train Loss:0.00153, Val MRR:0.43759, icews14_both +2023-06-21 14:54:37,512 - icews14_both - [INFO] - [E:163| 700]: Train Loss:0.0015297, Val MRR:0.43759, icews14_both +2023-06-21 14:55:40,064 - icews14_both - [INFO] - [E:163| 800]: Train Loss:0.0015299, Val MRR:0.43759, icews14_both +2023-06-21 14:56:42,599 - icews14_both - [INFO] - [E:163| 900]: Train Loss:0.0015301, Val MRR:0.43759, icews14_both +2023-06-21 14:57:26,550 - icews14_both - [INFO] - [Epoch:163]: Training Loss:0.00153 + +2023-06-21 14:57:26,762 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 14:57:40,313 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 14:57:53,658 - icews14_both - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.46577, Head : 0.4085, Avg : 0.43714 + +2023-06-21 14:57:53,659 - icews14_both - [INFO] - [Epoch 163]: Training Loss: 0.0015303, Valid MRR: 0.43759, + + + +2023-06-21 14:57:54,295 - icews14_both - [INFO] - [E:164| 0]: Train Loss:0.0015071, Val MRR:0.43759, icews14_both +2023-06-21 14:58:56,863 - icews14_both - [INFO] - [E:164| 100]: Train Loss:0.00153, Val MRR:0.43759, icews14_both +2023-06-21 14:59:59,378 - icews14_both - [INFO] - [E:164| 200]: Train Loss:0.0015291, Val MRR:0.43759, icews14_both +2023-06-21 15:01:01,892 - icews14_both - [INFO] - [E:164| 300]: Train Loss:0.0015288, Val MRR:0.43759, icews14_both +2023-06-21 15:02:04,410 - icews14_both - [INFO] - [E:164| 400]: Train Loss:0.0015292, Val MRR:0.43759, icews14_both +2023-06-21 15:03:06,930 - icews14_both - [INFO] - [E:164| 500]: Train Loss:0.0015294, Val MRR:0.43759, icews14_both +2023-06-21 15:04:09,451 - icews14_both - [INFO] - [E:164| 600]: Train Loss:0.0015295, Val MRR:0.43759, icews14_both +2023-06-21 15:05:11,966 - icews14_both - [INFO] - [E:164| 700]: Train Loss:0.0015297, Val MRR:0.43759, icews14_both +2023-06-21 15:06:14,445 - icews14_both - [INFO] - [E:164| 800]: Train Loss:0.0015296, Val MRR:0.43759, icews14_both +2023-06-21 15:07:16,939 - icews14_both - [INFO] - [E:164| 900]: Train Loss:0.0015297, Val MRR:0.43759, icews14_both +2023-06-21 15:08:00,888 - icews14_both - [INFO] - [Epoch:164]: Training Loss:0.00153 + +2023-06-21 15:08:01,100 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 15:08:14,643 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 15:08:27,980 - icews14_both - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.46682, Head : 0.41225, Avg : 0.43954 + +2023-06-21 15:08:29,332 - icews14_both - [INFO] - [Epoch 164]: Training Loss: 0.0015296, Valid MRR: 0.43954, + + + +2023-06-21 15:08:29,968 - icews14_both - [INFO] - [E:165| 0]: Train Loss:0.0015163, Val MRR:0.43954, icews14_both +2023-06-21 15:09:32,455 - icews14_both - [INFO] - [E:165| 100]: Train Loss:0.0015267, Val MRR:0.43954, icews14_both +2023-06-21 15:10:34,951 - icews14_both - [INFO] - [E:165| 200]: Train Loss:0.0015278, Val MRR:0.43954, icews14_both +2023-06-21 15:11:37,471 - icews14_both - [INFO] - [E:165| 300]: Train Loss:0.001528, Val MRR:0.43954, icews14_both +2023-06-21 15:12:39,932 - icews14_both - [INFO] - [E:165| 400]: Train Loss:0.0015284, Val MRR:0.43954, icews14_both +2023-06-21 15:13:42,398 - icews14_both - [INFO] - [E:165| 500]: Train Loss:0.0015285, Val MRR:0.43954, icews14_both +2023-06-21 15:14:44,880 - icews14_both - [INFO] - [E:165| 600]: Train Loss:0.0015286, Val MRR:0.43954, icews14_both +2023-06-21 15:15:47,346 - icews14_both - [INFO] - [E:165| 700]: Train Loss:0.0015289, Val MRR:0.43954, icews14_both +2023-06-21 15:16:49,842 - icews14_both - [INFO] - [E:165| 800]: Train Loss:0.001529, Val MRR:0.43954, icews14_both +2023-06-21 15:17:52,256 - icews14_both - [INFO] - [E:165| 900]: Train Loss:0.0015291, Val MRR:0.43954, icews14_both +2023-06-21 15:18:36,195 - icews14_both - [INFO] - [Epoch:165]: Training Loss:0.001529 + +2023-06-21 15:18:36,412 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 15:18:49,954 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 15:19:03,290 - icews14_both - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.46717, Head : 0.41242, Avg : 0.4398 + +2023-06-21 15:19:04,583 - icews14_both - [INFO] - [Epoch 165]: Training Loss: 0.0015293, Valid MRR: 0.4398, + + + +2023-06-21 15:19:05,232 - icews14_both - [INFO] - [E:166| 0]: Train Loss:0.0015397, Val MRR:0.4398, icews14_both +2023-06-21 15:20:07,703 - icews14_both - [INFO] - [E:166| 100]: Train Loss:0.0015276, Val MRR:0.4398, icews14_both +2023-06-21 15:21:10,155 - icews14_both - [INFO] - [E:166| 200]: Train Loss:0.001528, Val MRR:0.4398, icews14_both +2023-06-21 15:22:12,618 - icews14_both - [INFO] - [E:166| 300]: Train Loss:0.0015277, Val MRR:0.4398, icews14_both +2023-06-21 15:23:15,090 - icews14_both - [INFO] - [E:166| 400]: Train Loss:0.0015279, Val MRR:0.4398, icews14_both +2023-06-21 15:24:17,540 - icews14_both - [INFO] - [E:166| 500]: Train Loss:0.0015276, Val MRR:0.4398, icews14_both +2023-06-21 15:25:20,001 - icews14_both - [INFO] - [E:166| 600]: Train Loss:0.0015278, Val MRR:0.4398, icews14_both +2023-06-21 15:26:22,460 - icews14_both - [INFO] - [E:166| 700]: Train Loss:0.0015277, Val MRR:0.4398, icews14_both +2023-06-21 15:27:24,946 - icews14_both - [INFO] - [E:166| 800]: Train Loss:0.0015279, Val MRR:0.4398, icews14_both +2023-06-21 15:28:27,406 - icews14_both - [INFO] - [E:166| 900]: Train Loss:0.001528, Val MRR:0.4398, icews14_both +2023-06-21 15:29:11,316 - icews14_both - [INFO] - [Epoch:166]: Training Loss:0.001528 + +2023-06-21 15:29:11,535 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 15:29:25,081 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 15:29:38,417 - icews14_both - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.46442, Head : 0.41012, Avg : 0.43727 + +2023-06-21 15:29:38,417 - icews14_both - [INFO] - [Epoch 166]: Training Loss: 0.0015282, Valid MRR: 0.4398, + + + +2023-06-21 15:29:39,052 - icews14_both - [INFO] - [E:167| 0]: Train Loss:0.0015165, Val MRR:0.4398, icews14_both +2023-06-21 15:30:41,540 - icews14_both - [INFO] - [E:167| 100]: Train Loss:0.0015273, Val MRR:0.4398, icews14_both +2023-06-21 15:31:44,037 - icews14_both - [INFO] - [E:167| 200]: Train Loss:0.0015272, Val MRR:0.4398, icews14_both +2023-06-21 15:32:46,525 - icews14_both - [INFO] - [E:167| 300]: Train Loss:0.0015272, Val MRR:0.4398, icews14_both +2023-06-21 15:33:49,031 - icews14_both - [INFO] - [E:167| 400]: Train Loss:0.0015272, Val MRR:0.4398, icews14_both +2023-06-21 15:34:51,525 - icews14_both - [INFO] - [E:167| 500]: Train Loss:0.0015276, Val MRR:0.4398, icews14_both +2023-06-21 15:35:53,991 - icews14_both - [INFO] - [E:167| 600]: Train Loss:0.0015276, Val MRR:0.4398, icews14_both +2023-06-21 15:36:56,450 - icews14_both - [INFO] - [E:167| 700]: Train Loss:0.0015275, Val MRR:0.4398, icews14_both +2023-06-21 15:37:58,934 - icews14_both - [INFO] - [E:167| 800]: Train Loss:0.0015274, Val MRR:0.4398, icews14_both +2023-06-21 15:39:01,388 - icews14_both - [INFO] - [E:167| 900]: Train Loss:0.0015274, Val MRR:0.4398, icews14_both +2023-06-21 15:39:45,326 - icews14_both - [INFO] - [Epoch:167]: Training Loss:0.001528 + +2023-06-21 15:39:45,538 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 15:39:59,080 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 15:40:12,417 - icews14_both - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.46539, Head : 0.41167, Avg : 0.43853 + +2023-06-21 15:40:12,417 - icews14_both - [INFO] - [Epoch 167]: Training Loss: 0.0015275, Valid MRR: 0.4398, + + + +2023-06-21 15:40:13,052 - icews14_both - [INFO] - [E:168| 0]: Train Loss:0.0015293, Val MRR:0.4398, icews14_both +2023-06-21 15:41:15,493 - icews14_both - [INFO] - [E:168| 100]: Train Loss:0.0015256, Val MRR:0.4398, icews14_both +2023-06-21 15:42:17,959 - icews14_both - [INFO] - [E:168| 200]: Train Loss:0.0015255, Val MRR:0.4398, icews14_both +2023-06-21 15:43:20,417 - icews14_both - [INFO] - [E:168| 300]: Train Loss:0.0015259, Val MRR:0.4398, icews14_both +2023-06-21 15:44:22,888 - icews14_both - [INFO] - [E:168| 400]: Train Loss:0.001526, Val MRR:0.4398, icews14_both +2023-06-21 15:45:25,345 - icews14_both - [INFO] - [E:168| 500]: Train Loss:0.0015259, Val MRR:0.4398, icews14_both +2023-06-21 15:46:27,821 - icews14_both - [INFO] - [E:168| 600]: Train Loss:0.0015265, Val MRR:0.4398, icews14_both +2023-06-21 15:47:30,250 - icews14_both - [INFO] - [E:168| 700]: Train Loss:0.0015266, Val MRR:0.4398, icews14_both +2023-06-21 15:48:32,712 - icews14_both - [INFO] - [E:168| 800]: Train Loss:0.0015268, Val MRR:0.4398, icews14_both +2023-06-21 15:49:35,168 - icews14_both - [INFO] - [E:168| 900]: Train Loss:0.0015267, Val MRR:0.4398, icews14_both +2023-06-21 15:50:19,090 - icews14_both - [INFO] - [Epoch:168]: Training Loss:0.001527 + +2023-06-21 15:50:19,302 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 15:50:32,841 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 15:50:46,170 - icews14_both - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.46025, Head : 0.41194, Avg : 0.4361 + +2023-06-21 15:50:46,170 - icews14_both - [INFO] - [Epoch 168]: Training Loss: 0.0015269, Valid MRR: 0.4398, + + + +2023-06-21 15:50:46,803 - icews14_both - [INFO] - [E:169| 0]: Train Loss:0.0015233, Val MRR:0.4398, icews14_both +2023-06-21 15:51:49,266 - icews14_both - [INFO] - [E:169| 100]: Train Loss:0.0015256, Val MRR:0.4398, icews14_both +2023-06-21 15:52:51,751 - icews14_both - [INFO] - [E:169| 200]: Train Loss:0.0015264, Val MRR:0.4398, icews14_both +2023-06-21 15:53:54,234 - icews14_both - [INFO] - [E:169| 300]: Train Loss:0.0015262, Val MRR:0.4398, icews14_both +2023-06-21 15:54:56,682 - icews14_both - [INFO] - [E:169| 400]: Train Loss:0.0015258, Val MRR:0.4398, icews14_both +2023-06-21 15:55:59,144 - icews14_both - [INFO] - [E:169| 500]: Train Loss:0.0015261, Val MRR:0.4398, icews14_both +2023-06-21 15:57:01,605 - icews14_both - [INFO] - [E:169| 600]: Train Loss:0.0015261, Val MRR:0.4398, icews14_both +2023-06-21 15:58:04,062 - icews14_both - [INFO] - [E:169| 700]: Train Loss:0.0015262, Val MRR:0.4398, icews14_both +2023-06-21 15:59:06,482 - icews14_both - [INFO] - [E:169| 800]: Train Loss:0.0015265, Val MRR:0.4398, icews14_both +2023-06-21 16:00:08,939 - icews14_both - [INFO] - [E:169| 900]: Train Loss:0.0015263, Val MRR:0.4398, icews14_both +2023-06-21 16:00:52,867 - icews14_both - [INFO] - [Epoch:169]: Training Loss:0.001526 + +2023-06-21 16:00:53,079 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 16:01:06,625 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 16:01:19,961 - icews14_both - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.46888, Head : 0.41729, Avg : 0.44308 + MR: Tail : 596.08, Head : 682.74, Avg : 639.41 + Hit-1: Tail : 0.38118, Head : 0.32967, Avg : 0.35543 + Hit-3: Tail : 0.51715, Head : 0.45905, Avg : 0.4881 + Hit-10: Tail : 0.63066, Head : 0.58635, Avg : 0.60851 +2023-06-21 16:01:21,256 - icews14_both - [INFO] - [Epoch 169]: Training Loss: 0.0015263, Valid MRR: 0.44308, + + + +2023-06-21 16:01:21,897 - icews14_both - [INFO] - [E:170| 0]: Train Loss:0.0015202, Val MRR:0.44308, icews14_both +2023-06-21 16:02:24,391 - icews14_both - [INFO] - [E:170| 100]: Train Loss:0.0015254, Val MRR:0.44308, icews14_both +2023-06-21 16:03:26,878 - icews14_both - [INFO] - [E:170| 200]: Train Loss:0.0015246, Val MRR:0.44308, icews14_both +2023-06-21 16:04:29,375 - icews14_both - [INFO] - [E:170| 300]: Train Loss:0.0015254, Val MRR:0.44308, icews14_both +2023-06-21 16:05:31,830 - icews14_both - [INFO] - [E:170| 400]: Train Loss:0.0015253, Val MRR:0.44308, icews14_both +2023-06-21 16:06:34,303 - icews14_both - [INFO] - [E:170| 500]: Train Loss:0.0015252, Val MRR:0.44308, icews14_both +2023-06-21 16:07:36,798 - icews14_both - [INFO] - [E:170| 600]: Train Loss:0.0015252, Val MRR:0.44308, icews14_both +2023-06-21 16:08:39,264 - icews14_both - [INFO] - [E:170| 700]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both +2023-06-21 16:09:41,720 - icews14_both - [INFO] - [E:170| 800]: Train Loss:0.0015252, Val MRR:0.44308, icews14_both +2023-06-21 16:10:44,181 - icews14_both - [INFO] - [E:170| 900]: Train Loss:0.0015254, Val MRR:0.44308, icews14_both +2023-06-21 16:11:28,075 - icews14_both - [INFO] - [Epoch:170]: Training Loss:0.001525 + +2023-06-21 16:11:28,287 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 16:11:41,840 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 16:11:55,169 - icews14_both - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.46334, Head : 0.41495, Avg : 0.43915 + +2023-06-21 16:11:55,169 - icews14_both - [INFO] - [Epoch 170]: Training Loss: 0.0015255, Valid MRR: 0.44308, + + + +2023-06-21 16:11:55,803 - icews14_both - [INFO] - [E:171| 0]: Train Loss:0.001525, Val MRR:0.44308, icews14_both +2023-06-21 16:12:58,267 - icews14_both - [INFO] - [E:171| 100]: Train Loss:0.0015248, Val MRR:0.44308, icews14_both +2023-06-21 16:14:00,737 - icews14_both - [INFO] - [E:171| 200]: Train Loss:0.0015254, Val MRR:0.44308, icews14_both +2023-06-21 16:15:03,215 - icews14_both - [INFO] - [E:171| 300]: Train Loss:0.001525, Val MRR:0.44308, icews14_both +2023-06-21 16:16:05,682 - icews14_both - [INFO] - [E:171| 400]: Train Loss:0.001525, Val MRR:0.44308, icews14_both +2023-06-21 16:17:08,122 - icews14_both - [INFO] - [E:171| 500]: Train Loss:0.0015253, Val MRR:0.44308, icews14_both +2023-06-21 16:18:10,557 - icews14_both - [INFO] - [E:171| 600]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both +2023-06-21 16:19:13,000 - icews14_both - [INFO] - [E:171| 700]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both +2023-06-21 16:20:15,430 - icews14_both - [INFO] - [E:171| 800]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both +2023-06-21 16:21:17,898 - icews14_both - [INFO] - [E:171| 900]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both +2023-06-21 16:22:01,826 - icews14_both - [INFO] - [Epoch:171]: Training Loss:0.001525 + +2023-06-21 16:22:02,039 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 16:22:15,580 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 16:22:28,917 - icews14_both - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.46534, Head : 0.41381, Avg : 0.43958 + +2023-06-21 16:22:28,917 - icews14_both - [INFO] - [Epoch 171]: Training Loss: 0.0015251, Valid MRR: 0.44308, + + + +2023-06-21 16:22:29,551 - icews14_both - [INFO] - [E:172| 0]: Train Loss:0.0015365, Val MRR:0.44308, icews14_both +2023-06-21 16:23:31,978 - icews14_both - [INFO] - [E:172| 100]: Train Loss:0.0015239, Val MRR:0.44308, icews14_both +2023-06-21 16:24:34,434 - icews14_both - [INFO] - [E:172| 200]: Train Loss:0.0015237, Val MRR:0.44308, icews14_both +2023-06-21 16:25:36,883 - icews14_both - [INFO] - [E:172| 300]: Train Loss:0.0015235, Val MRR:0.44308, icews14_both +2023-06-21 16:26:39,320 - icews14_both - [INFO] - [E:172| 400]: Train Loss:0.0015239, Val MRR:0.44308, icews14_both +2023-06-21 16:27:41,788 - icews14_both - [INFO] - [E:172| 500]: Train Loss:0.0015243, Val MRR:0.44308, icews14_both +2023-06-21 16:28:44,238 - icews14_both - [INFO] - [E:172| 600]: Train Loss:0.0015245, Val MRR:0.44308, icews14_both +2023-06-21 16:29:46,720 - icews14_both - [INFO] - [E:172| 700]: Train Loss:0.0015246, Val MRR:0.44308, icews14_both +2023-06-21 16:30:49,188 - icews14_both - [INFO] - [E:172| 800]: Train Loss:0.0015247, Val MRR:0.44308, icews14_both +2023-06-21 16:31:51,618 - icews14_both - [INFO] - [E:172| 900]: Train Loss:0.0015248, Val MRR:0.44308, icews14_both +2023-06-21 16:32:35,539 - icews14_both - [INFO] - [Epoch:172]: Training Loss:0.001525 + +2023-06-21 16:32:35,751 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 16:32:49,299 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 16:33:02,637 - icews14_both - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.4684, Head : 0.41214, Avg : 0.44027 + +2023-06-21 16:33:02,637 - icews14_both - [INFO] - [Epoch 172]: Training Loss: 0.0015249, Valid MRR: 0.44308, + + + +2023-06-21 16:33:03,276 - icews14_both - [INFO] - [E:173| 0]: Train Loss:0.0015305, Val MRR:0.44308, icews14_both +2023-06-21 16:34:05,756 - icews14_both - [INFO] - [E:173| 100]: Train Loss:0.0015248, Val MRR:0.44308, icews14_both +2023-06-21 16:35:08,209 - icews14_both - [INFO] - [E:173| 200]: Train Loss:0.0015248, Val MRR:0.44308, icews14_both +2023-06-21 16:36:10,631 - icews14_both - [INFO] - [E:173| 300]: Train Loss:0.0015239, Val MRR:0.44308, icews14_both +2023-06-21 16:37:13,078 - icews14_both - [INFO] - [E:173| 400]: Train Loss:0.0015241, Val MRR:0.44308, icews14_both +2023-06-21 16:38:15,538 - icews14_both - [INFO] - [E:173| 500]: Train Loss:0.0015239, Val MRR:0.44308, icews14_both +2023-06-21 16:39:18,006 - icews14_both - [INFO] - [E:173| 600]: Train Loss:0.0015238, Val MRR:0.44308, icews14_both +2023-06-21 16:40:20,488 - icews14_both - [INFO] - [E:173| 700]: Train Loss:0.001524, Val MRR:0.44308, icews14_both +2023-06-21 16:41:22,973 - icews14_both - [INFO] - [E:173| 800]: Train Loss:0.001524, Val MRR:0.44308, icews14_both +2023-06-21 16:42:25,419 - icews14_both - [INFO] - [E:173| 900]: Train Loss:0.0015241, Val MRR:0.44308, icews14_both +2023-06-21 16:43:09,354 - icews14_both - [INFO] - [Epoch:173]: Training Loss:0.001524 + +2023-06-21 16:43:09,566 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 16:43:23,103 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 16:43:36,435 - icews14_both - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.46584, Head : 0.4174, Avg : 0.44162 + +2023-06-21 16:43:36,435 - icews14_both - [INFO] - [Epoch 173]: Training Loss: 0.0015241, Valid MRR: 0.44308, + + + +2023-06-21 16:43:37,068 - icews14_both - [INFO] - [E:174| 0]: Train Loss:0.0015185, Val MRR:0.44308, icews14_both +2023-06-21 16:44:39,537 - icews14_both - [INFO] - [E:174| 100]: Train Loss:0.0015235, Val MRR:0.44308, icews14_both +2023-06-21 16:45:41,998 - icews14_both - [INFO] - [E:174| 200]: Train Loss:0.0015227, Val MRR:0.44308, icews14_both +2023-06-21 16:46:44,452 - icews14_both - [INFO] - [E:174| 300]: Train Loss:0.0015228, Val MRR:0.44308, icews14_both +2023-06-21 16:47:46,919 - icews14_both - [INFO] - [E:174| 400]: Train Loss:0.0015232, Val MRR:0.44308, icews14_both +2023-06-21 16:48:49,354 - icews14_both - [INFO] - [E:174| 500]: Train Loss:0.0015228, Val MRR:0.44308, icews14_both +2023-06-21 16:49:51,819 - icews14_both - [INFO] - [E:174| 600]: Train Loss:0.001523, Val MRR:0.44308, icews14_both +2023-06-21 16:50:54,286 - icews14_both - [INFO] - [E:174| 700]: Train Loss:0.0015232, Val MRR:0.44308, icews14_both +2023-06-21 16:51:56,763 - icews14_both - [INFO] - [E:174| 800]: Train Loss:0.0015231, Val MRR:0.44308, icews14_both +2023-06-21 16:52:59,228 - icews14_both - [INFO] - [E:174| 900]: Train Loss:0.0015233, Val MRR:0.44308, icews14_both +2023-06-21 16:53:43,160 - icews14_both - [INFO] - [Epoch:174]: Training Loss:0.001523 + +2023-06-21 16:53:43,373 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 16:53:56,922 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 16:54:10,264 - icews14_both - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.46689, Head : 0.41388, Avg : 0.44038 + +2023-06-21 16:54:10,265 - icews14_both - [INFO] - [Epoch 174]: Training Loss: 0.0015235, Valid MRR: 0.44308, + + + +2023-06-21 16:54:10,898 - icews14_both - [INFO] - [E:175| 0]: Train Loss:0.0015171, Val MRR:0.44308, icews14_both +2023-06-21 16:55:13,361 - icews14_both - [INFO] - [E:175| 100]: Train Loss:0.0015235, Val MRR:0.44308, icews14_both +2023-06-21 16:56:15,825 - icews14_both - [INFO] - [E:175| 200]: Train Loss:0.0015226, Val MRR:0.44308, icews14_both +2023-06-21 16:57:18,289 - icews14_both - [INFO] - [E:175| 300]: Train Loss:0.0015225, Val MRR:0.44308, icews14_both +2023-06-21 16:58:20,857 - icews14_both - [INFO] - [E:175| 400]: Train Loss:0.0015226, Val MRR:0.44308, icews14_both +2023-06-21 16:59:23,470 - icews14_both - [INFO] - [E:175| 500]: Train Loss:0.0015224, Val MRR:0.44308, icews14_both +2023-06-21 17:00:26,053 - icews14_both - [INFO] - [E:175| 600]: Train Loss:0.0015224, Val MRR:0.44308, icews14_both +2023-06-21 17:01:28,656 - icews14_both - [INFO] - [E:175| 700]: Train Loss:0.0015225, Val MRR:0.44308, icews14_both +2023-06-21 17:02:31,244 - icews14_both - [INFO] - [E:175| 800]: Train Loss:0.0015224, Val MRR:0.44308, icews14_both +2023-06-21 17:03:33,850 - icews14_both - [INFO] - [E:175| 900]: Train Loss:0.0015226, Val MRR:0.44308, icews14_both +2023-06-21 17:04:17,890 - icews14_both - [INFO] - [Epoch:175]: Training Loss:0.001523 + +2023-06-21 17:04:18,103 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 17:04:31,656 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 17:04:44,999 - icews14_both - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.47219, Head : 0.41616, Avg : 0.44417 + +2023-06-21 17:04:46,311 - icews14_both - [INFO] - [Epoch 175]: Training Loss: 0.0015228, Valid MRR: 0.44417, + + + +2023-06-21 17:04:46,952 - icews14_both - [INFO] - [E:176| 0]: Train Loss:0.0015306, Val MRR:0.44417, icews14_both +2023-06-21 17:05:49,512 - icews14_both - [INFO] - [E:176| 100]: Train Loss:0.0015216, Val MRR:0.44417, icews14_both +2023-06-21 17:06:52,102 - icews14_both - [INFO] - [E:176| 200]: Train Loss:0.0015217, Val MRR:0.44417, icews14_both +2023-06-21 17:07:54,668 - icews14_both - [INFO] - [E:176| 300]: Train Loss:0.0015217, Val MRR:0.44417, icews14_both +2023-06-21 17:08:57,233 - icews14_both - [INFO] - [E:176| 400]: Train Loss:0.0015217, Val MRR:0.44417, icews14_both +2023-06-21 17:09:59,804 - icews14_both - [INFO] - [E:176| 500]: Train Loss:0.0015217, Val MRR:0.44417, icews14_both +2023-06-21 17:11:02,363 - icews14_both - [INFO] - [E:176| 600]: Train Loss:0.001522, Val MRR:0.44417, icews14_both +2023-06-21 17:12:04,940 - icews14_both - [INFO] - [E:176| 700]: Train Loss:0.001522, Val MRR:0.44417, icews14_both +2023-06-21 17:13:07,499 - icews14_both - [INFO] - [E:176| 800]: Train Loss:0.0015222, Val MRR:0.44417, icews14_both +2023-06-21 17:14:10,056 - icews14_both - [INFO] - [E:176| 900]: Train Loss:0.0015223, Val MRR:0.44417, icews14_both +2023-06-21 17:14:54,063 - icews14_both - [INFO] - [Epoch:176]: Training Loss:0.001522 + +2023-06-21 17:14:54,275 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 17:15:07,831 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 17:15:21,184 - icews14_both - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.47014, Head : 0.41505, Avg : 0.4426 + +2023-06-21 17:15:21,184 - icews14_both - [INFO] - [Epoch 176]: Training Loss: 0.0015223, Valid MRR: 0.44417, + + + +2023-06-21 17:15:21,822 - icews14_both - [INFO] - [E:177| 0]: Train Loss:0.0015174, Val MRR:0.44417, icews14_both +2023-06-21 17:16:24,394 - icews14_both - [INFO] - [E:177| 100]: Train Loss:0.0015235, Val MRR:0.44417, icews14_both +2023-06-21 17:17:26,835 - icews14_both - [INFO] - [E:177| 200]: Train Loss:0.0015228, Val MRR:0.44417, icews14_both +2023-06-21 17:18:29,333 - icews14_both - [INFO] - [E:177| 300]: Train Loss:0.0015224, Val MRR:0.44417, icews14_both +2023-06-21 17:19:31,791 - icews14_both - [INFO] - [E:177| 400]: Train Loss:0.0015223, Val MRR:0.44417, icews14_both +2023-06-21 17:20:34,258 - icews14_both - [INFO] - [E:177| 500]: Train Loss:0.0015223, Val MRR:0.44417, icews14_both +2023-06-21 17:21:36,715 - icews14_both - [INFO] - [E:177| 600]: Train Loss:0.0015221, Val MRR:0.44417, icews14_both +2023-06-21 17:22:39,185 - icews14_both - [INFO] - [E:177| 700]: Train Loss:0.0015221, Val MRR:0.44417, icews14_both +2023-06-21 17:23:41,701 - icews14_both - [INFO] - [E:177| 800]: Train Loss:0.0015219, Val MRR:0.44417, icews14_both +2023-06-21 17:24:44,188 - icews14_both - [INFO] - [E:177| 900]: Train Loss:0.0015218, Val MRR:0.44417, icews14_both +2023-06-21 17:25:28,117 - icews14_both - [INFO] - [Epoch:177]: Training Loss:0.001522 + +2023-06-21 17:25:28,329 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 17:25:41,879 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 17:25:55,213 - icews14_both - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.47096, Head : 0.41807, Avg : 0.44451 + +2023-06-21 17:25:56,516 - icews14_both - [INFO] - [Epoch 177]: Training Loss: 0.0015219, Valid MRR: 0.44451, + + + +2023-06-21 17:25:57,151 - icews14_both - [INFO] - [E:178| 0]: Train Loss:0.0015333, Val MRR:0.44451, icews14_both +2023-06-21 17:26:59,585 - icews14_both - [INFO] - [E:178| 100]: Train Loss:0.0015219, Val MRR:0.44451, icews14_both +2023-06-21 17:28:02,070 - icews14_both - [INFO] - [E:178| 200]: Train Loss:0.0015212, Val MRR:0.44451, icews14_both +2023-06-21 17:29:04,551 - icews14_both - [INFO] - [E:178| 300]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both +2023-06-21 17:30:07,056 - icews14_both - [INFO] - [E:178| 400]: Train Loss:0.0015207, Val MRR:0.44451, icews14_both +2023-06-21 17:31:09,526 - icews14_both - [INFO] - [E:178| 500]: Train Loss:0.001521, Val MRR:0.44451, icews14_both +2023-06-21 17:32:11,989 - icews14_both - [INFO] - [E:178| 600]: Train Loss:0.001521, Val MRR:0.44451, icews14_both +2023-06-21 17:33:14,469 - icews14_both - [INFO] - [E:178| 700]: Train Loss:0.001521, Val MRR:0.44451, icews14_both +2023-06-21 17:34:16,937 - icews14_both - [INFO] - [E:178| 800]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both +2023-06-21 17:35:19,441 - icews14_both - [INFO] - [E:178| 900]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both +2023-06-21 17:36:03,405 - icews14_both - [INFO] - [Epoch:178]: Training Loss:0.001521 + +2023-06-21 17:36:03,622 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 17:36:17,163 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 17:36:30,504 - icews14_both - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.47052, Head : 0.41441, Avg : 0.44247 + +2023-06-21 17:36:30,505 - icews14_both - [INFO] - [Epoch 178]: Training Loss: 0.0015211, Valid MRR: 0.44451, + + + +2023-06-21 17:36:31,137 - icews14_both - [INFO] - [E:179| 0]: Train Loss:0.0015282, Val MRR:0.44451, icews14_both +2023-06-21 17:37:33,628 - icews14_both - [INFO] - [E:179| 100]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both +2023-06-21 17:38:36,132 - icews14_both - [INFO] - [E:179| 200]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both +2023-06-21 17:39:38,606 - icews14_both - [INFO] - [E:179| 300]: Train Loss:0.0015208, Val MRR:0.44451, icews14_both +2023-06-21 17:40:41,079 - icews14_both - [INFO] - [E:179| 400]: Train Loss:0.0015204, Val MRR:0.44451, icews14_both +2023-06-21 17:41:43,570 - icews14_both - [INFO] - [E:179| 500]: Train Loss:0.0015204, Val MRR:0.44451, icews14_both +2023-06-21 17:42:46,062 - icews14_both - [INFO] - [E:179| 600]: Train Loss:0.0015204, Val MRR:0.44451, icews14_both +2023-06-21 17:43:48,547 - icews14_both - [INFO] - [E:179| 700]: Train Loss:0.0015205, Val MRR:0.44451, icews14_both +2023-06-21 17:44:50,992 - icews14_both - [INFO] - [E:179| 800]: Train Loss:0.0015206, Val MRR:0.44451, icews14_both +2023-06-21 17:45:53,488 - icews14_both - [INFO] - [E:179| 900]: Train Loss:0.0015208, Val MRR:0.44451, icews14_both +2023-06-21 17:46:37,388 - icews14_both - [INFO] - [Epoch:179]: Training Loss:0.001521 + +2023-06-21 17:46:37,600 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 17:46:51,144 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 17:47:04,486 - icews14_both - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.47055, Head : 0.41449, Avg : 0.44252 + MR: Tail : 589.79, Head : 680.61, Avg : 635.2 + Hit-1: Tail : 0.3846, Head : 0.32772, Avg : 0.35616 + Hit-3: Tail : 0.51922, Head : 0.45588, Avg : 0.48755 + Hit-10: Tail : 0.63176, Head : 0.58111, Avg : 0.60643 +2023-06-21 17:47:04,487 - icews14_both - [INFO] - [Epoch 179]: Training Loss: 0.0015209, Valid MRR: 0.44451, + + + +2023-06-21 17:47:05,122 - icews14_both - [INFO] - [E:180| 0]: Train Loss:0.0015161, Val MRR:0.44451, icews14_both +2023-06-21 17:48:07,628 - icews14_both - [INFO] - [E:180| 100]: Train Loss:0.0015199, Val MRR:0.44451, icews14_both +2023-06-21 17:49:10,099 - icews14_both - [INFO] - [E:180| 200]: Train Loss:0.00152, Val MRR:0.44451, icews14_both +2023-06-21 17:50:12,593 - icews14_both - [INFO] - [E:180| 300]: Train Loss:0.0015199, Val MRR:0.44451, icews14_both +2023-06-21 17:51:15,073 - icews14_both - [INFO] - [E:180| 400]: Train Loss:0.0015201, Val MRR:0.44451, icews14_both +2023-06-21 17:52:17,509 - icews14_both - [INFO] - [E:180| 500]: Train Loss:0.00152, Val MRR:0.44451, icews14_both +2023-06-21 17:53:19,980 - icews14_both - [INFO] - [E:180| 600]: Train Loss:0.0015202, Val MRR:0.44451, icews14_both +2023-06-21 17:54:22,454 - icews14_both - [INFO] - [E:180| 700]: Train Loss:0.0015202, Val MRR:0.44451, icews14_both +2023-06-21 17:55:24,982 - icews14_both - [INFO] - [E:180| 800]: Train Loss:0.0015202, Val MRR:0.44451, icews14_both +2023-06-21 17:56:27,567 - icews14_both - [INFO] - [E:180| 900]: Train Loss:0.0015203, Val MRR:0.44451, icews14_both +2023-06-21 17:57:11,576 - icews14_both - [INFO] - [Epoch:180]: Training Loss:0.00152 + +2023-06-21 17:57:11,789 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 17:57:25,350 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 17:57:38,699 - icews14_both - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.47225, Head : 0.41869, Avg : 0.44547 + +2023-06-21 17:57:40,008 - icews14_both - [INFO] - [Epoch 180]: Training Loss: 0.0015205, Valid MRR: 0.44547, + + + +2023-06-21 17:57:40,643 - icews14_both - [INFO] - [E:181| 0]: Train Loss:0.0015251, Val MRR:0.44547, icews14_both +2023-06-21 17:58:43,195 - icews14_both - [INFO] - [E:181| 100]: Train Loss:0.0015205, Val MRR:0.44547, icews14_both +2023-06-21 17:59:45,764 - icews14_both - [INFO] - [E:181| 200]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both +2023-06-21 18:00:48,324 - icews14_both - [INFO] - [E:181| 300]: Train Loss:0.0015186, Val MRR:0.44547, icews14_both +2023-06-21 18:01:50,882 - icews14_both - [INFO] - [E:181| 400]: Train Loss:0.001519, Val MRR:0.44547, icews14_both +2023-06-21 18:02:53,426 - icews14_both - [INFO] - [E:181| 500]: Train Loss:0.0015192, Val MRR:0.44547, icews14_both +2023-06-21 18:03:55,992 - icews14_both - [INFO] - [E:181| 600]: Train Loss:0.0015195, Val MRR:0.44547, icews14_both +2023-06-21 18:04:58,514 - icews14_both - [INFO] - [E:181| 700]: Train Loss:0.0015195, Val MRR:0.44547, icews14_both +2023-06-21 18:06:01,056 - icews14_both - [INFO] - [E:181| 800]: Train Loss:0.0015198, Val MRR:0.44547, icews14_both +2023-06-21 18:07:03,602 - icews14_both - [INFO] - [E:181| 900]: Train Loss:0.00152, Val MRR:0.44547, icews14_both +2023-06-21 18:07:47,587 - icews14_both - [INFO] - [Epoch:181]: Training Loss:0.00152 + +2023-06-21 18:07:47,799 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 18:08:01,357 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 18:08:14,696 - icews14_both - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.47013, Head : 0.41966, Avg : 0.44489 + +2023-06-21 18:08:14,697 - icews14_both - [INFO] - [Epoch 181]: Training Loss: 0.0015201, Valid MRR: 0.44547, + + + +2023-06-21 18:08:15,333 - icews14_both - [INFO] - [E:182| 0]: Train Loss:0.0015381, Val MRR:0.44547, icews14_both +2023-06-21 18:09:17,891 - icews14_both - [INFO] - [E:182| 100]: Train Loss:0.0015178, Val MRR:0.44547, icews14_both +2023-06-21 18:10:20,445 - icews14_both - [INFO] - [E:182| 200]: Train Loss:0.0015189, Val MRR:0.44547, icews14_both +2023-06-21 18:11:22,991 - icews14_both - [INFO] - [E:182| 300]: Train Loss:0.0015186, Val MRR:0.44547, icews14_both +2023-06-21 18:12:25,534 - icews14_both - [INFO] - [E:182| 400]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both +2023-06-21 18:13:28,079 - icews14_both - [INFO] - [E:182| 500]: Train Loss:0.0015191, Val MRR:0.44547, icews14_both +2023-06-21 18:14:30,606 - icews14_both - [INFO] - [E:182| 600]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both +2023-06-21 18:15:33,169 - icews14_both - [INFO] - [E:182| 700]: Train Loss:0.0015192, Val MRR:0.44547, icews14_both +2023-06-21 18:16:35,728 - icews14_both - [INFO] - [E:182| 800]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both +2023-06-21 18:17:38,291 - icews14_both - [INFO] - [E:182| 900]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both +2023-06-21 18:18:22,291 - icews14_both - [INFO] - [Epoch:182]: Training Loss:0.001519 + +2023-06-21 18:18:22,502 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 18:18:36,058 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 18:18:49,395 - icews14_both - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.46979, Head : 0.41805, Avg : 0.44392 + +2023-06-21 18:18:49,395 - icews14_both - [INFO] - [Epoch 182]: Training Loss: 0.0015193, Valid MRR: 0.44547, + + + +2023-06-21 18:18:50,030 - icews14_both - [INFO] - [E:183| 0]: Train Loss:0.0015309, Val MRR:0.44547, icews14_both +2023-06-21 18:19:52,591 - icews14_both - [INFO] - [E:183| 100]: Train Loss:0.0015191, Val MRR:0.44547, icews14_both +2023-06-21 18:20:55,159 - icews14_both - [INFO] - [E:183| 200]: Train Loss:0.0015189, Val MRR:0.44547, icews14_both +2023-06-21 18:21:57,707 - icews14_both - [INFO] - [E:183| 300]: Train Loss:0.001518, Val MRR:0.44547, icews14_both +2023-06-21 18:23:00,254 - icews14_both - [INFO] - [E:183| 400]: Train Loss:0.0015181, Val MRR:0.44547, icews14_both +2023-06-21 18:24:02,804 - icews14_both - [INFO] - [E:183| 500]: Train Loss:0.0015184, Val MRR:0.44547, icews14_both +2023-06-21 18:25:05,375 - icews14_both - [INFO] - [E:183| 600]: Train Loss:0.0015185, Val MRR:0.44547, icews14_both +2023-06-21 18:26:07,930 - icews14_both - [INFO] - [E:183| 700]: Train Loss:0.0015187, Val MRR:0.44547, icews14_both +2023-06-21 18:27:10,496 - icews14_both - [INFO] - [E:183| 800]: Train Loss:0.0015187, Val MRR:0.44547, icews14_both +2023-06-21 18:28:13,045 - icews14_both - [INFO] - [E:183| 900]: Train Loss:0.0015187, Val MRR:0.44547, icews14_both +2023-06-21 18:28:57,029 - icews14_both - [INFO] - [Epoch:183]: Training Loss:0.001519 + +2023-06-21 18:28:57,240 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 18:29:10,803 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 18:29:24,140 - icews14_both - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.47264, Head : 0.41844, Avg : 0.44554 + +2023-06-21 18:29:25,440 - icews14_both - [INFO] - [Epoch 183]: Training Loss: 0.0015188, Valid MRR: 0.44554, + + + +2023-06-21 18:29:26,077 - icews14_both - [INFO] - [E:184| 0]: Train Loss:0.0015211, Val MRR:0.44554, icews14_both +2023-06-21 18:30:28,625 - icews14_both - [INFO] - [E:184| 100]: Train Loss:0.0015191, Val MRR:0.44554, icews14_both +2023-06-21 18:31:31,176 - icews14_both - [INFO] - [E:184| 200]: Train Loss:0.0015179, Val MRR:0.44554, icews14_both +2023-06-21 18:32:33,701 - icews14_both - [INFO] - [E:184| 300]: Train Loss:0.0015184, Val MRR:0.44554, icews14_both +2023-06-21 18:33:36,255 - icews14_both - [INFO] - [E:184| 400]: Train Loss:0.0015184, Val MRR:0.44554, icews14_both +2023-06-21 18:34:38,800 - icews14_both - [INFO] - [E:184| 500]: Train Loss:0.0015185, Val MRR:0.44554, icews14_both +2023-06-21 18:35:41,349 - icews14_both - [INFO] - [E:184| 600]: Train Loss:0.0015183, Val MRR:0.44554, icews14_both +2023-06-21 18:36:43,908 - icews14_both - [INFO] - [E:184| 700]: Train Loss:0.0015183, Val MRR:0.44554, icews14_both +2023-06-21 18:37:46,464 - icews14_both - [INFO] - [E:184| 800]: Train Loss:0.0015184, Val MRR:0.44554, icews14_both +2023-06-21 18:38:48,995 - icews14_both - [INFO] - [E:184| 900]: Train Loss:0.0015186, Val MRR:0.44554, icews14_both +2023-06-21 18:39:32,957 - icews14_both - [INFO] - [Epoch:184]: Training Loss:0.001519 + +2023-06-21 18:39:33,171 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 18:39:46,719 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 18:40:00,059 - icews14_both - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.47467, Head : 0.41729, Avg : 0.44598 + +2023-06-21 18:40:01,361 - icews14_both - [INFO] - [Epoch 184]: Training Loss: 0.0015186, Valid MRR: 0.44598, + + + +2023-06-21 18:40:01,998 - icews14_both - [INFO] - [E:185| 0]: Train Loss:0.0015092, Val MRR:0.44598, icews14_both +2023-06-21 18:41:04,543 - icews14_both - [INFO] - [E:185| 100]: Train Loss:0.001518, Val MRR:0.44598, icews14_both +2023-06-21 18:42:07,102 - icews14_both - [INFO] - [E:185| 200]: Train Loss:0.0015175, Val MRR:0.44598, icews14_both +2023-06-21 18:43:09,669 - icews14_both - [INFO] - [E:185| 300]: Train Loss:0.0015178, Val MRR:0.44598, icews14_both +2023-06-21 18:44:12,217 - icews14_both - [INFO] - [E:185| 400]: Train Loss:0.0015181, Val MRR:0.44598, icews14_both +2023-06-21 18:45:14,782 - icews14_both - [INFO] - [E:185| 500]: Train Loss:0.001518, Val MRR:0.44598, icews14_both +2023-06-21 18:46:17,334 - icews14_both - [INFO] - [E:185| 600]: Train Loss:0.001518, Val MRR:0.44598, icews14_both +2023-06-21 18:47:19,877 - icews14_both - [INFO] - [E:185| 700]: Train Loss:0.0015181, Val MRR:0.44598, icews14_both +2023-06-21 18:48:22,429 - icews14_both - [INFO] - [E:185| 800]: Train Loss:0.001518, Val MRR:0.44598, icews14_both +2023-06-21 18:49:24,982 - icews14_both - [INFO] - [E:185| 900]: Train Loss:0.0015179, Val MRR:0.44598, icews14_both +2023-06-21 18:50:08,930 - icews14_both - [INFO] - [Epoch:185]: Training Loss:0.001518 + +2023-06-21 18:50:09,147 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 18:50:22,701 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 18:50:36,048 - icews14_both - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.47039, Head : 0.41652, Avg : 0.44346 + +2023-06-21 18:50:36,048 - icews14_both - [INFO] - [Epoch 185]: Training Loss: 0.001518, Valid MRR: 0.44598, + + + +2023-06-21 18:50:36,682 - icews14_both - [INFO] - [E:186| 0]: Train Loss:0.0015212, Val MRR:0.44598, icews14_both +2023-06-21 18:51:39,241 - icews14_both - [INFO] - [E:186| 100]: Train Loss:0.0015183, Val MRR:0.44598, icews14_both +2023-06-21 18:52:41,777 - icews14_both - [INFO] - [E:186| 200]: Train Loss:0.0015182, Val MRR:0.44598, icews14_both +2023-06-21 18:53:44,323 - icews14_both - [INFO] - [E:186| 300]: Train Loss:0.0015183, Val MRR:0.44598, icews14_both +2023-06-21 18:54:46,882 - icews14_both - [INFO] - [E:186| 400]: Train Loss:0.001518, Val MRR:0.44598, icews14_both +2023-06-21 18:55:49,418 - icews14_both - [INFO] - [E:186| 500]: Train Loss:0.001518, Val MRR:0.44598, icews14_both +2023-06-21 18:56:51,952 - icews14_both - [INFO] - [E:186| 600]: Train Loss:0.001518, Val MRR:0.44598, icews14_both +2023-06-21 18:57:54,481 - icews14_both - [INFO] - [E:186| 700]: Train Loss:0.0015178, Val MRR:0.44598, icews14_both +2023-06-21 18:58:57,039 - icews14_both - [INFO] - [E:186| 800]: Train Loss:0.0015177, Val MRR:0.44598, icews14_both +2023-06-21 18:59:59,592 - icews14_both - [INFO] - [E:186| 900]: Train Loss:0.0015177, Val MRR:0.44598, icews14_both +2023-06-21 19:00:43,579 - icews14_both - [INFO] - [Epoch:186]: Training Loss:0.001518 + +2023-06-21 19:00:43,792 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 19:00:57,338 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 19:01:10,674 - icews14_both - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.4764, Head : 0.41789, Avg : 0.44714 + +2023-06-21 19:01:11,982 - icews14_both - [INFO] - [Epoch 186]: Training Loss: 0.0015177, Valid MRR: 0.44714, + + + +2023-06-21 19:01:12,621 - icews14_both - [INFO] - [E:187| 0]: Train Loss:0.0015156, Val MRR:0.44714, icews14_both +2023-06-21 19:02:15,144 - icews14_both - [INFO] - [E:187| 100]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both +2023-06-21 19:03:17,669 - icews14_both - [INFO] - [E:187| 200]: Train Loss:0.0015176, Val MRR:0.44714, icews14_both +2023-06-21 19:04:20,224 - icews14_both - [INFO] - [E:187| 300]: Train Loss:0.0015175, Val MRR:0.44714, icews14_both +2023-06-21 19:05:22,763 - icews14_both - [INFO] - [E:187| 400]: Train Loss:0.0015173, Val MRR:0.44714, icews14_both +2023-06-21 19:06:25,349 - icews14_both - [INFO] - [E:187| 500]: Train Loss:0.0015174, Val MRR:0.44714, icews14_both +2023-06-21 19:07:27,902 - icews14_both - [INFO] - [E:187| 600]: Train Loss:0.0015172, Val MRR:0.44714, icews14_both +2023-06-21 19:08:30,455 - icews14_both - [INFO] - [E:187| 700]: Train Loss:0.001517, Val MRR:0.44714, icews14_both +2023-06-21 19:09:33,011 - icews14_both - [INFO] - [E:187| 800]: Train Loss:0.0015172, Val MRR:0.44714, icews14_both +2023-06-21 19:10:35,532 - icews14_both - [INFO] - [E:187| 900]: Train Loss:0.0015173, Val MRR:0.44714, icews14_both +2023-06-21 19:11:19,511 - icews14_both - [INFO] - [Epoch:187]: Training Loss:0.001517 + +2023-06-21 19:11:19,729 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 19:11:33,281 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 19:11:46,632 - icews14_both - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.47247, Head : 0.41659, Avg : 0.44453 + +2023-06-21 19:11:46,632 - icews14_both - [INFO] - [Epoch 187]: Training Loss: 0.0015174, Valid MRR: 0.44714, + + + +2023-06-21 19:11:47,266 - icews14_both - [INFO] - [E:188| 0]: Train Loss:0.0015059, Val MRR:0.44714, icews14_both +2023-06-21 19:12:49,782 - icews14_both - [INFO] - [E:188| 100]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both +2023-06-21 19:13:52,322 - icews14_both - [INFO] - [E:188| 200]: Train Loss:0.0015169, Val MRR:0.44714, icews14_both +2023-06-21 19:14:54,872 - icews14_both - [INFO] - [E:188| 300]: Train Loss:0.0015165, Val MRR:0.44714, icews14_both +2023-06-21 19:15:57,423 - icews14_both - [INFO] - [E:188| 400]: Train Loss:0.0015167, Val MRR:0.44714, icews14_both +2023-06-21 19:16:59,957 - icews14_both - [INFO] - [E:188| 500]: Train Loss:0.0015171, Val MRR:0.44714, icews14_both +2023-06-21 19:18:02,495 - icews14_both - [INFO] - [E:188| 600]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both +2023-06-21 19:19:05,065 - icews14_both - [INFO] - [E:188| 700]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both +2023-06-21 19:20:07,625 - icews14_both - [INFO] - [E:188| 800]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both +2023-06-21 19:21:10,163 - icews14_both - [INFO] - [E:188| 900]: Train Loss:0.0015167, Val MRR:0.44714, icews14_both +2023-06-21 19:21:54,157 - icews14_both - [INFO] - [Epoch:188]: Training Loss:0.001517 + +2023-06-21 19:21:54,369 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 19:22:07,916 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 19:22:21,251 - icews14_both - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.47214, Head : 0.41571, Avg : 0.44392 + +2023-06-21 19:22:21,251 - icews14_both - [INFO] - [Epoch 188]: Training Loss: 0.0015169, Valid MRR: 0.44714, + + + +2023-06-21 19:22:21,886 - icews14_both - [INFO] - [E:189| 0]: Train Loss:0.0015149, Val MRR:0.44714, icews14_both +2023-06-21 19:23:24,436 - icews14_both - [INFO] - [E:189| 100]: Train Loss:0.0015156, Val MRR:0.44714, icews14_both +2023-06-21 19:24:26,959 - icews14_both - [INFO] - [E:189| 200]: Train Loss:0.0015158, Val MRR:0.44714, icews14_both +2023-06-21 19:25:29,506 - icews14_both - [INFO] - [E:189| 300]: Train Loss:0.0015165, Val MRR:0.44714, icews14_both +2023-06-21 19:26:32,042 - icews14_both - [INFO] - [E:189| 400]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both +2023-06-21 19:27:34,587 - icews14_both - [INFO] - [E:189| 500]: Train Loss:0.0015166, Val MRR:0.44714, icews14_both +2023-06-21 19:28:37,123 - icews14_both - [INFO] - [E:189| 600]: Train Loss:0.0015166, Val MRR:0.44714, icews14_both +2023-06-21 19:29:39,654 - icews14_both - [INFO] - [E:189| 700]: Train Loss:0.0015164, Val MRR:0.44714, icews14_both +2023-06-21 19:30:42,207 - icews14_both - [INFO] - [E:189| 800]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both +2023-06-21 19:31:44,761 - icews14_both - [INFO] - [E:189| 900]: Train Loss:0.0015164, Val MRR:0.44714, icews14_both +2023-06-21 19:32:28,735 - icews14_both - [INFO] - [Epoch:189]: Training Loss:0.001516 + +2023-06-21 19:32:28,947 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 19:32:42,491 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 19:32:55,823 - icews14_both - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.47001, Head : 0.41704, Avg : 0.44353 + MR: Tail : 587.46, Head : 694.96, Avg : 641.21 + Hit-1: Tail : 0.38386, Head : 0.33236, Avg : 0.35811 + Hit-3: Tail : 0.51776, Head : 0.45954, Avg : 0.48865 + Hit-10: Tail : 0.62688, Head : 0.57805, Avg : 0.60247 +2023-06-21 19:32:55,823 - icews14_both - [INFO] - [Epoch 189]: Training Loss: 0.0015165, Valid MRR: 0.44714, + + + +2023-06-21 19:32:56,461 - icews14_both - [INFO] - [E:190| 0]: Train Loss:0.0015225, Val MRR:0.44714, icews14_both +2023-06-21 19:33:59,001 - icews14_both - [INFO] - [E:190| 100]: Train Loss:0.0015154, Val MRR:0.44714, icews14_both +2023-06-21 19:35:01,510 - icews14_both - [INFO] - [E:190| 200]: Train Loss:0.001516, Val MRR:0.44714, icews14_both +2023-06-21 19:36:04,057 - icews14_both - [INFO] - [E:190| 300]: Train Loss:0.0015161, Val MRR:0.44714, icews14_both +2023-06-21 19:37:06,623 - icews14_both - [INFO] - [E:190| 400]: Train Loss:0.0015162, Val MRR:0.44714, icews14_both +2023-06-21 19:38:09,158 - icews14_both - [INFO] - [E:190| 500]: Train Loss:0.0015162, Val MRR:0.44714, icews14_both +2023-06-21 19:39:11,712 - icews14_both - [INFO] - [E:190| 600]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both +2023-06-21 19:40:14,289 - icews14_both - [INFO] - [E:190| 700]: Train Loss:0.0015164, Val MRR:0.44714, icews14_both +2023-06-21 19:41:16,858 - icews14_both - [INFO] - [E:190| 800]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both +2023-06-21 19:42:19,406 - icews14_both - [INFO] - [E:190| 900]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both +2023-06-21 19:43:03,402 - icews14_both - [INFO] - [Epoch:190]: Training Loss:0.001516 + +2023-06-21 19:43:03,614 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 19:43:17,162 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 19:43:30,499 - icews14_both - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.47228, Head : 0.41514, Avg : 0.44371 + +2023-06-21 19:43:30,499 - icews14_both - [INFO] - [Epoch 190]: Training Loss: 0.0015164, Valid MRR: 0.44714, + + + +2023-06-21 19:43:31,134 - icews14_both - [INFO] - [E:191| 0]: Train Loss:0.0015085, Val MRR:0.44714, icews14_both +2023-06-21 19:44:33,697 - icews14_both - [INFO] - [E:191| 100]: Train Loss:0.0015169, Val MRR:0.44714, icews14_both +2023-06-21 19:45:36,258 - icews14_both - [INFO] - [E:191| 200]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both +2023-06-21 19:46:38,817 - icews14_both - [INFO] - [E:191| 300]: Train Loss:0.001516, Val MRR:0.44714, icews14_both +2023-06-21 19:47:41,345 - icews14_both - [INFO] - [E:191| 400]: Train Loss:0.0015158, Val MRR:0.44714, icews14_both +2023-06-21 19:48:43,880 - icews14_both - [INFO] - [E:191| 500]: Train Loss:0.0015157, Val MRR:0.44714, icews14_both +2023-06-21 19:49:46,403 - icews14_both - [INFO] - [E:191| 600]: Train Loss:0.0015155, Val MRR:0.44714, icews14_both +2023-06-21 19:50:48,949 - icews14_both - [INFO] - [E:191| 700]: Train Loss:0.0015157, Val MRR:0.44714, icews14_both +2023-06-21 19:51:51,502 - icews14_both - [INFO] - [E:191| 800]: Train Loss:0.0015158, Val MRR:0.44714, icews14_both +2023-06-21 19:52:54,046 - icews14_both - [INFO] - [E:191| 900]: Train Loss:0.0015159, Val MRR:0.44714, icews14_both +2023-06-21 19:53:38,029 - icews14_both - [INFO] - [Epoch:191]: Training Loss:0.001516 + +2023-06-21 19:53:38,241 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 19:53:51,789 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 19:54:05,127 - icews14_both - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.47001, Head : 0.41862, Avg : 0.44432 + +2023-06-21 19:54:05,127 - icews14_both - [INFO] - [Epoch 191]: Training Loss: 0.0015159, Valid MRR: 0.44714, + + + +2023-06-21 19:54:05,763 - icews14_both - [INFO] - [E:192| 0]: Train Loss:0.0015149, Val MRR:0.44714, icews14_both +2023-06-21 19:55:08,319 - icews14_both - [INFO] - [E:192| 100]: Train Loss:0.0015151, Val MRR:0.44714, icews14_both +2023-06-21 19:56:10,856 - icews14_both - [INFO] - [E:192| 200]: Train Loss:0.0015157, Val MRR:0.44714, icews14_both +2023-06-21 19:57:13,400 - icews14_both - [INFO] - [E:192| 300]: Train Loss:0.0015158, Val MRR:0.44714, icews14_both +2023-06-21 19:58:15,936 - icews14_both - [INFO] - [E:192| 400]: Train Loss:0.0015156, Val MRR:0.44714, icews14_both +2023-06-21 19:59:18,495 - icews14_both - [INFO] - [E:192| 500]: Train Loss:0.0015153, Val MRR:0.44714, icews14_both +2023-06-21 20:00:21,031 - icews14_both - [INFO] - [E:192| 600]: Train Loss:0.0015154, Val MRR:0.44714, icews14_both +2023-06-21 20:01:23,590 - icews14_both - [INFO] - [E:192| 700]: Train Loss:0.0015155, Val MRR:0.44714, icews14_both +2023-06-21 20:02:26,140 - icews14_both - [INFO] - [E:192| 800]: Train Loss:0.0015155, Val MRR:0.44714, icews14_both +2023-06-21 20:03:28,690 - icews14_both - [INFO] - [E:192| 900]: Train Loss:0.0015156, Val MRR:0.44714, icews14_both +2023-06-21 20:04:12,662 - icews14_both - [INFO] - [Epoch:192]: Training Loss:0.001516 + +2023-06-21 20:04:12,875 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 20:04:26,423 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 20:04:39,763 - icews14_both - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.47337, Head : 0.41957, Avg : 0.44647 + +2023-06-21 20:04:39,763 - icews14_both - [INFO] - [Epoch 192]: Training Loss: 0.0015156, Valid MRR: 0.44714, + + + +2023-06-21 20:04:40,401 - icews14_both - [INFO] - [E:193| 0]: Train Loss:0.0015085, Val MRR:0.44714, icews14_both +2023-06-21 20:05:42,928 - icews14_both - [INFO] - [E:193| 100]: Train Loss:0.0015135, Val MRR:0.44714, icews14_both +2023-06-21 20:06:45,475 - icews14_both - [INFO] - [E:193| 200]: Train Loss:0.0015142, Val MRR:0.44714, icews14_both +2023-06-21 20:07:48,014 - icews14_both - [INFO] - [E:193| 300]: Train Loss:0.0015145, Val MRR:0.44714, icews14_both +2023-06-21 20:08:50,567 - icews14_both - [INFO] - [E:193| 400]: Train Loss:0.0015149, Val MRR:0.44714, icews14_both +2023-06-21 20:09:53,120 - icews14_both - [INFO] - [E:193| 500]: Train Loss:0.0015153, Val MRR:0.44714, icews14_both +2023-06-21 20:10:55,674 - icews14_both - [INFO] - [E:193| 600]: Train Loss:0.0015151, Val MRR:0.44714, icews14_both +2023-06-21 20:11:58,234 - icews14_both - [INFO] - [E:193| 700]: Train Loss:0.0015151, Val MRR:0.44714, icews14_both +2023-06-21 20:13:00,769 - icews14_both - [INFO] - [E:193| 800]: Train Loss:0.0015152, Val MRR:0.44714, icews14_both +2023-06-21 20:14:03,270 - icews14_both - [INFO] - [E:193| 900]: Train Loss:0.0015152, Val MRR:0.44714, icews14_both +2023-06-21 20:14:47,260 - icews14_both - [INFO] - [Epoch:193]: Training Loss:0.001515 + +2023-06-21 20:14:47,472 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 20:15:01,016 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 20:15:14,351 - icews14_both - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.47471, Head : 0.41986, Avg : 0.44728 + +2023-06-21 20:15:15,646 - icews14_both - [INFO] - [Epoch 193]: Training Loss: 0.0015152, Valid MRR: 0.44728, + + + +2023-06-21 20:15:16,283 - icews14_both - [INFO] - [E:194| 0]: Train Loss:0.0015268, Val MRR:0.44728, icews14_both +2023-06-21 20:16:18,832 - icews14_both - [INFO] - [E:194| 100]: Train Loss:0.0015133, Val MRR:0.44728, icews14_both +2023-06-21 20:17:21,374 - icews14_both - [INFO] - [E:194| 200]: Train Loss:0.0015137, Val MRR:0.44728, icews14_both +2023-06-21 20:18:23,935 - icews14_both - [INFO] - [E:194| 300]: Train Loss:0.0015145, Val MRR:0.44728, icews14_both +2023-06-21 20:19:26,482 - icews14_both - [INFO] - [E:194| 400]: Train Loss:0.0015145, Val MRR:0.44728, icews14_both +2023-06-21 20:20:29,035 - icews14_both - [INFO] - [E:194| 500]: Train Loss:0.0015146, Val MRR:0.44728, icews14_both +2023-06-21 20:21:31,575 - icews14_both - [INFO] - [E:194| 600]: Train Loss:0.0015148, Val MRR:0.44728, icews14_both +2023-06-21 20:22:34,099 - icews14_both - [INFO] - [E:194| 700]: Train Loss:0.0015147, Val MRR:0.44728, icews14_both +2023-06-21 20:23:36,634 - icews14_both - [INFO] - [E:194| 800]: Train Loss:0.0015148, Val MRR:0.44728, icews14_both +2023-06-21 20:24:39,180 - icews14_both - [INFO] - [E:194| 900]: Train Loss:0.0015148, Val MRR:0.44728, icews14_both +2023-06-21 20:25:23,143 - icews14_both - [INFO] - [Epoch:194]: Training Loss:0.001515 + +2023-06-21 20:25:23,356 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 20:25:36,909 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 20:25:50,243 - icews14_both - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.47251, Head : 0.41695, Avg : 0.44473 + +2023-06-21 20:25:50,243 - icews14_both - [INFO] - [Epoch 194]: Training Loss: 0.0015149, Valid MRR: 0.44728, + + + +2023-06-21 20:25:50,884 - icews14_both - [INFO] - [E:195| 0]: Train Loss:0.0015025, Val MRR:0.44728, icews14_both +2023-06-21 20:26:53,391 - icews14_both - [INFO] - [E:195| 100]: Train Loss:0.0015143, Val MRR:0.44728, icews14_both +2023-06-21 20:27:55,934 - icews14_both - [INFO] - [E:195| 200]: Train Loss:0.0015147, Val MRR:0.44728, icews14_both +2023-06-21 20:28:58,480 - icews14_both - [INFO] - [E:195| 300]: Train Loss:0.0015142, Val MRR:0.44728, icews14_both +2023-06-21 20:30:01,014 - icews14_both - [INFO] - [E:195| 400]: Train Loss:0.0015142, Val MRR:0.44728, icews14_both +2023-06-21 20:31:03,545 - icews14_both - [INFO] - [E:195| 500]: Train Loss:0.001514, Val MRR:0.44728, icews14_both +2023-06-21 20:32:06,080 - icews14_both - [INFO] - [E:195| 600]: Train Loss:0.0015143, Val MRR:0.44728, icews14_both +2023-06-21 20:33:08,615 - icews14_both - [INFO] - [E:195| 700]: Train Loss:0.0015144, Val MRR:0.44728, icews14_both +2023-06-21 20:34:11,157 - icews14_both - [INFO] - [E:195| 800]: Train Loss:0.0015145, Val MRR:0.44728, icews14_both +2023-06-21 20:35:13,703 - icews14_both - [INFO] - [E:195| 900]: Train Loss:0.0015146, Val MRR:0.44728, icews14_both +2023-06-21 20:35:57,680 - icews14_both - [INFO] - [Epoch:195]: Training Loss:0.001515 + +2023-06-21 20:35:57,892 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 20:36:11,434 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 20:36:24,766 - icews14_both - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.47578, Head : 0.42401, Avg : 0.44989 + +2023-06-21 20:36:25,986 - icews14_both - [INFO] - [Epoch 195]: Training Loss: 0.0015146, Valid MRR: 0.44989, + + + +2023-06-21 20:36:26,622 - icews14_both - [INFO] - [E:196| 0]: Train Loss:0.0015298, Val MRR:0.44989, icews14_both +2023-06-21 20:37:29,143 - icews14_both - [INFO] - [E:196| 100]: Train Loss:0.0015148, Val MRR:0.44989, icews14_both +2023-06-21 20:38:31,656 - icews14_both - [INFO] - [E:196| 200]: Train Loss:0.0015149, Val MRR:0.44989, icews14_both +2023-06-21 20:39:34,172 - icews14_both - [INFO] - [E:196| 300]: Train Loss:0.0015143, Val MRR:0.44989, icews14_both +2023-06-21 20:40:36,678 - icews14_both - [INFO] - [E:196| 400]: Train Loss:0.0015138, Val MRR:0.44989, icews14_both +2023-06-21 20:41:39,218 - icews14_both - [INFO] - [E:196| 500]: Train Loss:0.001514, Val MRR:0.44989, icews14_both +2023-06-21 20:42:41,747 - icews14_both - [INFO] - [E:196| 600]: Train Loss:0.001514, Val MRR:0.44989, icews14_both +2023-06-21 20:43:44,287 - icews14_both - [INFO] - [E:196| 700]: Train Loss:0.0015141, Val MRR:0.44989, icews14_both +2023-06-21 20:44:46,811 - icews14_both - [INFO] - [E:196| 800]: Train Loss:0.0015141, Val MRR:0.44989, icews14_both +2023-06-21 20:45:49,383 - icews14_both - [INFO] - [E:196| 900]: Train Loss:0.0015141, Val MRR:0.44989, icews14_both +2023-06-21 20:46:33,338 - icews14_both - [INFO] - [Epoch:196]: Training Loss:0.001514 + +2023-06-21 20:46:33,550 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 20:46:47,117 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 20:47:00,454 - icews14_both - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.47446, Head : 0.41815, Avg : 0.4463 + +2023-06-21 20:47:00,454 - icews14_both - [INFO] - [Epoch 196]: Training Loss: 0.0015141, Valid MRR: 0.44989, + + + +2023-06-21 20:47:01,092 - icews14_both - [INFO] - [E:197| 0]: Train Loss:0.0015162, Val MRR:0.44989, icews14_both +2023-06-21 20:48:03,632 - icews14_both - [INFO] - [E:197| 100]: Train Loss:0.0015129, Val MRR:0.44989, icews14_both +2023-06-21 20:49:06,181 - icews14_both - [INFO] - [E:197| 200]: Train Loss:0.001513, Val MRR:0.44989, icews14_both +2023-06-21 20:50:08,713 - icews14_both - [INFO] - [E:197| 300]: Train Loss:0.0015127, Val MRR:0.44989, icews14_both +2023-06-21 20:51:11,244 - icews14_both - [INFO] - [E:197| 400]: Train Loss:0.0015129, Val MRR:0.44989, icews14_both +2023-06-21 20:52:13,799 - icews14_both - [INFO] - [E:197| 500]: Train Loss:0.0015131, Val MRR:0.44989, icews14_both +2023-06-21 20:53:16,339 - icews14_both - [INFO] - [E:197| 600]: Train Loss:0.0015133, Val MRR:0.44989, icews14_both +2023-06-21 20:54:18,880 - icews14_both - [INFO] - [E:197| 700]: Train Loss:0.0015132, Val MRR:0.44989, icews14_both +2023-06-21 20:55:21,433 - icews14_both - [INFO] - [E:197| 800]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both +2023-06-21 20:56:23,993 - icews14_both - [INFO] - [E:197| 900]: Train Loss:0.0015135, Val MRR:0.44989, icews14_both +2023-06-21 20:57:07,972 - icews14_both - [INFO] - [Epoch:197]: Training Loss:0.001514 + +2023-06-21 20:57:08,185 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 20:57:21,735 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 20:57:35,070 - icews14_both - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.47577, Head : 0.41727, Avg : 0.44652 + +2023-06-21 20:57:35,070 - icews14_both - [INFO] - [Epoch 197]: Training Loss: 0.0015136, Valid MRR: 0.44989, + + + +2023-06-21 20:57:35,705 - icews14_both - [INFO] - [E:198| 0]: Train Loss:0.0015347, Val MRR:0.44989, icews14_both +2023-06-21 20:58:38,235 - icews14_both - [INFO] - [E:198| 100]: Train Loss:0.0015152, Val MRR:0.44989, icews14_both +2023-06-21 20:59:40,771 - icews14_both - [INFO] - [E:198| 200]: Train Loss:0.0015138, Val MRR:0.44989, icews14_both +2023-06-21 21:00:43,326 - icews14_both - [INFO] - [E:198| 300]: Train Loss:0.0015139, Val MRR:0.44989, icews14_both +2023-06-21 21:01:45,885 - icews14_both - [INFO] - [E:198| 400]: Train Loss:0.0015137, Val MRR:0.44989, icews14_both +2023-06-21 21:02:48,443 - icews14_both - [INFO] - [E:198| 500]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both +2023-06-21 21:03:50,995 - icews14_both - [INFO] - [E:198| 600]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both +2023-06-21 21:04:53,530 - icews14_both - [INFO] - [E:198| 700]: Train Loss:0.0015133, Val MRR:0.44989, icews14_both +2023-06-21 21:05:56,060 - icews14_both - [INFO] - [E:198| 800]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both +2023-06-21 21:06:58,566 - icews14_both - [INFO] - [E:198| 900]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both +2023-06-21 21:07:42,531 - icews14_both - [INFO] - [Epoch:198]: Training Loss:0.001514 + +2023-06-21 21:07:42,744 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 21:07:56,291 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 21:08:09,632 - icews14_both - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.47449, Head : 0.4186, Avg : 0.44655 + +2023-06-21 21:08:09,632 - icews14_both - [INFO] - [Epoch 198]: Training Loss: 0.0015135, Valid MRR: 0.44989, + + + +2023-06-21 21:08:10,268 - icews14_both - [INFO] - [E:199| 0]: Train Loss:0.0015025, Val MRR:0.44989, icews14_both +2023-06-21 21:09:12,800 - icews14_both - [INFO] - [E:199| 100]: Train Loss:0.0015143, Val MRR:0.44989, icews14_both +2023-06-21 21:10:15,333 - icews14_both - [INFO] - [E:199| 200]: Train Loss:0.0015133, Val MRR:0.44989, icews14_both +2023-06-21 21:11:17,861 - icews14_both - [INFO] - [E:199| 300]: Train Loss:0.0015136, Val MRR:0.44989, icews14_both +2023-06-21 21:12:20,407 - icews14_both - [INFO] - [E:199| 400]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both +2023-06-21 21:13:22,958 - icews14_both - [INFO] - [E:199| 500]: Train Loss:0.0015133, Val MRR:0.44989, icews14_both +2023-06-21 21:14:25,504 - icews14_both - [INFO] - [E:199| 600]: Train Loss:0.001513, Val MRR:0.44989, icews14_both +2023-06-21 21:15:28,058 - icews14_both - [INFO] - [E:199| 700]: Train Loss:0.001513, Val MRR:0.44989, icews14_both +2023-06-21 21:16:30,615 - icews14_both - [INFO] - [E:199| 800]: Train Loss:0.001513, Val MRR:0.44989, icews14_both +2023-06-21 21:17:33,174 - icews14_both - [INFO] - [E:199| 900]: Train Loss:0.001513, Val MRR:0.44989, icews14_both +2023-06-21 21:18:17,158 - icews14_both - [INFO] - [Epoch:199]: Training Loss:0.001513 + +2023-06-21 21:18:17,370 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 21:18:30,918 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 21:18:44,256 - icews14_both - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.47041, Head : 0.41703, Avg : 0.44372 + MR: Tail : 585.68, Head : 688.76, Avg : 637.22 + Hit-1: Tail : 0.38643, Head : 0.33309, Avg : 0.35976 + Hit-3: Tail : 0.51605, Head : 0.45612, Avg : 0.48609 + Hit-10: Tail : 0.62627, Head : 0.57708, Avg : 0.60167 +2023-06-21 21:18:44,256 - icews14_both - [INFO] - [Epoch 199]: Training Loss: 0.001513, Valid MRR: 0.44989, + + + +2023-06-21 21:18:44,893 - icews14_both - [INFO] - [E:200| 0]: Train Loss:0.0015049, Val MRR:0.44989, icews14_both +2023-06-21 21:19:47,421 - icews14_both - [INFO] - [E:200| 100]: Train Loss:0.0015131, Val MRR:0.44989, icews14_both +2023-06-21 21:20:49,945 - icews14_both - [INFO] - [E:200| 200]: Train Loss:0.0015126, Val MRR:0.44989, icews14_both +2023-06-21 21:21:52,501 - icews14_both - [INFO] - [E:200| 300]: Train Loss:0.0015125, Val MRR:0.44989, icews14_both +2023-06-21 21:22:55,052 - icews14_both - [INFO] - [E:200| 400]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both +2023-06-21 21:23:57,592 - icews14_both - [INFO] - [E:200| 500]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both +2023-06-21 21:25:00,126 - icews14_both - [INFO] - [E:200| 600]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both +2023-06-21 21:26:02,692 - icews14_both - [INFO] - [E:200| 700]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both +2023-06-21 21:27:05,230 - icews14_both - [INFO] - [E:200| 800]: Train Loss:0.0015126, Val MRR:0.44989, icews14_both +2023-06-21 21:28:07,788 - icews14_both - [INFO] - [E:200| 900]: Train Loss:0.0015127, Val MRR:0.44989, icews14_both +2023-06-21 21:28:51,766 - icews14_both - [INFO] - [Epoch:200]: Training Loss:0.001513 + +2023-06-21 21:28:51,978 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 21:29:05,528 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 21:29:18,880 - icews14_both - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.47592, Head : 0.42044, Avg : 0.44818 + +2023-06-21 21:29:18,880 - icews14_both - [INFO] - [Epoch 200]: Training Loss: 0.0015129, Valid MRR: 0.44989, + + + +2023-06-21 21:29:19,518 - icews14_both - [INFO] - [E:201| 0]: Train Loss:0.0015135, Val MRR:0.44989, icews14_both +2023-06-21 21:30:22,033 - icews14_both - [INFO] - [E:201| 100]: Train Loss:0.0015117, Val MRR:0.44989, icews14_both +2023-06-21 21:31:24,560 - icews14_both - [INFO] - [E:201| 200]: Train Loss:0.0015122, Val MRR:0.44989, icews14_both +2023-06-21 21:32:27,102 - icews14_both - [INFO] - [E:201| 300]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both +2023-06-21 21:33:29,628 - icews14_both - [INFO] - [E:201| 400]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both +2023-06-21 21:34:32,172 - icews14_both - [INFO] - [E:201| 500]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both +2023-06-21 21:35:34,707 - icews14_both - [INFO] - [E:201| 600]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both +2023-06-21 21:36:37,269 - icews14_both - [INFO] - [E:201| 700]: Train Loss:0.0015126, Val MRR:0.44989, icews14_both +2023-06-21 21:37:39,817 - icews14_both - [INFO] - [E:201| 800]: Train Loss:0.0015125, Val MRR:0.44989, icews14_both +2023-06-21 21:38:42,356 - icews14_both - [INFO] - [E:201| 900]: Train Loss:0.0015125, Val MRR:0.44989, icews14_both +2023-06-21 21:39:26,344 - icews14_both - [INFO] - [Epoch:201]: Training Loss:0.001513 + +2023-06-21 21:39:26,556 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 21:39:40,097 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 21:39:53,432 - icews14_both - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.47304, Head : 0.42056, Avg : 0.4468 + +2023-06-21 21:39:53,432 - icews14_both - [INFO] - [Epoch 201]: Training Loss: 0.0015126, Valid MRR: 0.44989, + + + +2023-06-21 21:39:54,065 - icews14_both - [INFO] - [E:202| 0]: Train Loss:0.0015021, Val MRR:0.44989, icews14_both +2023-06-21 21:40:56,618 - icews14_both - [INFO] - [E:202| 100]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both +2023-06-21 21:41:59,169 - icews14_both - [INFO] - [E:202| 200]: Train Loss:0.0015118, Val MRR:0.44989, icews14_both +2023-06-21 21:43:01,719 - icews14_both - [INFO] - [E:202| 300]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both +2023-06-21 21:44:04,285 - icews14_both - [INFO] - [E:202| 400]: Train Loss:0.0015119, Val MRR:0.44989, icews14_both +2023-06-21 21:45:06,846 - icews14_both - [INFO] - [E:202| 500]: Train Loss:0.0015122, Val MRR:0.44989, icews14_both +2023-06-21 21:46:09,415 - icews14_both - [INFO] - [E:202| 600]: Train Loss:0.0015121, Val MRR:0.44989, icews14_both +2023-06-21 21:47:11,968 - icews14_both - [INFO] - [E:202| 700]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both +2023-06-21 21:48:14,513 - icews14_both - [INFO] - [E:202| 800]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both +2023-06-21 21:49:17,049 - icews14_both - [INFO] - [E:202| 900]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both +2023-06-21 21:50:01,011 - icews14_both - [INFO] - [Epoch:202]: Training Loss:0.001512 + +2023-06-21 21:50:01,223 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 21:50:14,772 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 21:50:28,115 - icews14_both - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.47145, Head : 0.41939, Avg : 0.44542 + +2023-06-21 21:50:28,115 - icews14_both - [INFO] - [Epoch 202]: Training Loss: 0.0015123, Valid MRR: 0.44989, + + + +2023-06-21 21:50:28,749 - icews14_both - [INFO] - [E:203| 0]: Train Loss:0.0015207, Val MRR:0.44989, icews14_both +2023-06-21 21:51:31,292 - icews14_both - [INFO] - [E:203| 100]: Train Loss:0.00151, Val MRR:0.44989, icews14_both +2023-06-21 21:52:33,840 - icews14_both - [INFO] - [E:203| 200]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both +2023-06-21 21:53:36,397 - icews14_both - [INFO] - [E:203| 300]: Train Loss:0.0015113, Val MRR:0.44989, icews14_both +2023-06-21 21:54:38,945 - icews14_both - [INFO] - [E:203| 400]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both +2023-06-21 21:55:41,514 - icews14_both - [INFO] - [E:203| 500]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both +2023-06-21 21:56:44,066 - icews14_both - [INFO] - [E:203| 600]: Train Loss:0.0015117, Val MRR:0.44989, icews14_both +2023-06-21 21:57:46,600 - icews14_both - [INFO] - [E:203| 700]: Train Loss:0.0015117, Val MRR:0.44989, icews14_both +2023-06-21 21:58:49,136 - icews14_both - [INFO] - [E:203| 800]: Train Loss:0.0015118, Val MRR:0.44989, icews14_both +2023-06-21 21:59:51,689 - icews14_both - [INFO] - [E:203| 900]: Train Loss:0.0015118, Val MRR:0.44989, icews14_both +2023-06-21 22:00:35,652 - icews14_both - [INFO] - [Epoch:203]: Training Loss:0.001512 + +2023-06-21 22:00:35,865 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 22:00:49,414 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 22:01:02,752 - icews14_both - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.47605, Head : 0.4191, Avg : 0.44757 + +2023-06-21 22:01:02,752 - icews14_both - [INFO] - [Epoch 203]: Training Loss: 0.001512, Valid MRR: 0.44989, + + + +2023-06-21 22:01:03,386 - icews14_both - [INFO] - [E:204| 0]: Train Loss:0.001505, Val MRR:0.44989, icews14_both +2023-06-21 22:02:05,939 - icews14_both - [INFO] - [E:204| 100]: Train Loss:0.0015096, Val MRR:0.44989, icews14_both +2023-06-21 22:03:08,469 - icews14_both - [INFO] - [E:204| 200]: Train Loss:0.0015097, Val MRR:0.44989, icews14_both +2023-06-21 22:04:11,015 - icews14_both - [INFO] - [E:204| 300]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both +2023-06-21 22:05:13,567 - icews14_both - [INFO] - [E:204| 400]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both +2023-06-21 22:06:16,093 - icews14_both - [INFO] - [E:204| 500]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both +2023-06-21 22:07:18,635 - icews14_both - [INFO] - [E:204| 600]: Train Loss:0.0015109, Val MRR:0.44989, icews14_both +2023-06-21 22:08:21,173 - icews14_both - [INFO] - [E:204| 700]: Train Loss:0.0015112, Val MRR:0.44989, icews14_both +2023-06-21 22:09:23,716 - icews14_both - [INFO] - [E:204| 800]: Train Loss:0.0015113, Val MRR:0.44989, icews14_both +2023-06-21 22:10:26,258 - icews14_both - [INFO] - [E:204| 900]: Train Loss:0.0015114, Val MRR:0.44989, icews14_both +2023-06-21 22:11:10,222 - icews14_both - [INFO] - [Epoch:204]: Training Loss:0.001511 + +2023-06-21 22:11:10,434 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 22:11:23,981 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 22:11:37,323 - icews14_both - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.47497, Head : 0.42227, Avg : 0.44862 + +2023-06-21 22:11:37,323 - icews14_both - [INFO] - [Epoch 204]: Training Loss: 0.0015114, Valid MRR: 0.44989, + + + +2023-06-21 22:11:37,959 - icews14_both - [INFO] - [E:205| 0]: Train Loss:0.0015128, Val MRR:0.44989, icews14_both +2023-06-21 22:12:40,512 - icews14_both - [INFO] - [E:205| 100]: Train Loss:0.00151, Val MRR:0.44989, icews14_both +2023-06-21 22:13:43,060 - icews14_both - [INFO] - [E:205| 200]: Train Loss:0.0015114, Val MRR:0.44989, icews14_both +2023-06-21 22:14:45,617 - icews14_both - [INFO] - [E:205| 300]: Train Loss:0.0015118, Val MRR:0.44989, icews14_both +2023-06-21 22:15:48,150 - icews14_both - [INFO] - [E:205| 400]: Train Loss:0.0015117, Val MRR:0.44989, icews14_both +2023-06-21 22:16:50,698 - icews14_both - [INFO] - [E:205| 500]: Train Loss:0.0015113, Val MRR:0.44989, icews14_both +2023-06-21 22:17:53,247 - icews14_both - [INFO] - [E:205| 600]: Train Loss:0.0015111, Val MRR:0.44989, icews14_both +2023-06-21 22:18:55,801 - icews14_both - [INFO] - [E:205| 700]: Train Loss:0.0015112, Val MRR:0.44989, icews14_both +2023-06-21 22:19:58,334 - icews14_both - [INFO] - [E:205| 800]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both +2023-06-21 22:21:00,847 - icews14_both - [INFO] - [E:205| 900]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both +2023-06-21 22:21:44,818 - icews14_both - [INFO] - [Epoch:205]: Training Loss:0.001512 + +2023-06-21 22:21:45,029 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 22:21:58,579 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 22:22:11,920 - icews14_both - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.47382, Head : 0.42048, Avg : 0.44715 + +2023-06-21 22:22:11,921 - icews14_both - [INFO] - [Epoch 205]: Training Loss: 0.0015116, Valid MRR: 0.44989, + + + +2023-06-21 22:22:12,556 - icews14_both - [INFO] - [E:206| 0]: Train Loss:0.001511, Val MRR:0.44989, icews14_both +2023-06-21 22:23:15,080 - icews14_both - [INFO] - [E:206| 100]: Train Loss:0.0015112, Val MRR:0.44989, icews14_both +2023-06-21 22:24:17,614 - icews14_both - [INFO] - [E:206| 200]: Train Loss:0.0015113, Val MRR:0.44989, icews14_both +2023-06-21 22:25:20,150 - icews14_both - [INFO] - [E:206| 300]: Train Loss:0.0015109, Val MRR:0.44989, icews14_both +2023-06-21 22:26:22,673 - icews14_both - [INFO] - [E:206| 400]: Train Loss:0.0015111, Val MRR:0.44989, icews14_both +2023-06-21 22:27:25,208 - icews14_both - [INFO] - [E:206| 500]: Train Loss:0.0015107, Val MRR:0.44989, icews14_both +2023-06-21 22:28:27,734 - icews14_both - [INFO] - [E:206| 600]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both +2023-06-21 22:29:30,272 - icews14_both - [INFO] - [E:206| 700]: Train Loss:0.0015108, Val MRR:0.44989, icews14_both +2023-06-21 22:30:32,837 - icews14_both - [INFO] - [E:206| 800]: Train Loss:0.0015111, Val MRR:0.44989, icews14_both +2023-06-21 22:31:35,373 - icews14_both - [INFO] - [E:206| 900]: Train Loss:0.001511, Val MRR:0.44989, icews14_both +2023-06-21 22:32:19,358 - icews14_both - [INFO] - [Epoch:206]: Training Loss:0.001511 + +2023-06-21 22:32:19,570 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 22:32:33,121 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 22:32:46,461 - icews14_both - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.46926, Head : 0.41546, Avg : 0.44236 + +2023-06-21 22:32:46,462 - icews14_both - [INFO] - [Epoch 206]: Training Loss: 0.0015111, Valid MRR: 0.44989, + + + +2023-06-21 22:32:47,097 - icews14_both - [INFO] - [E:207| 0]: Train Loss:0.0015175, Val MRR:0.44989, icews14_both +2023-06-21 22:33:49,638 - icews14_both - [INFO] - [E:207| 100]: Train Loss:0.0015094, Val MRR:0.44989, icews14_both +2023-06-21 22:34:52,157 - icews14_both - [INFO] - [E:207| 200]: Train Loss:0.0015097, Val MRR:0.44989, icews14_both +2023-06-21 22:35:54,683 - icews14_both - [INFO] - [E:207| 300]: Train Loss:0.0015096, Val MRR:0.44989, icews14_both +2023-06-21 22:36:57,192 - icews14_both - [INFO] - [E:207| 400]: Train Loss:0.0015096, Val MRR:0.44989, icews14_both +2023-06-21 22:37:59,699 - icews14_both - [INFO] - [E:207| 500]: Train Loss:0.0015098, Val MRR:0.44989, icews14_both +2023-06-21 22:39:02,201 - icews14_both - [INFO] - [E:207| 600]: Train Loss:0.00151, Val MRR:0.44989, icews14_both +2023-06-21 22:40:04,743 - icews14_both - [INFO] - [E:207| 700]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both +2023-06-21 22:41:07,281 - icews14_both - [INFO] - [E:207| 800]: Train Loss:0.0015104, Val MRR:0.44989, icews14_both +2023-06-21 22:42:09,818 - icews14_both - [INFO] - [E:207| 900]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both +2023-06-21 22:42:53,780 - icews14_both - [INFO] - [Epoch:207]: Training Loss:0.001511 + +2023-06-21 22:42:53,992 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 22:43:07,539 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 22:43:20,873 - icews14_both - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.47555, Head : 0.42041, Avg : 0.44798 + +2023-06-21 22:43:20,874 - icews14_both - [INFO] - [Epoch 207]: Training Loss: 0.0015106, Valid MRR: 0.44989, + + + +2023-06-21 22:43:21,509 - icews14_both - [INFO] - [E:208| 0]: Train Loss:0.00151, Val MRR:0.44989, icews14_both +2023-06-21 22:44:24,033 - icews14_both - [INFO] - [E:208| 100]: Train Loss:0.0015091, Val MRR:0.44989, icews14_both +2023-06-21 22:45:26,557 - icews14_both - [INFO] - [E:208| 200]: Train Loss:0.001509, Val MRR:0.44989, icews14_both +2023-06-21 22:46:29,079 - icews14_both - [INFO] - [E:208| 300]: Train Loss:0.0015096, Val MRR:0.44989, icews14_both +2023-06-21 22:47:31,583 - icews14_both - [INFO] - [E:208| 400]: Train Loss:0.0015097, Val MRR:0.44989, icews14_both +2023-06-21 22:48:34,101 - icews14_both - [INFO] - [E:208| 500]: Train Loss:0.0015101, Val MRR:0.44989, icews14_both +2023-06-21 22:49:36,616 - icews14_both - [INFO] - [E:208| 600]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both +2023-06-21 22:50:39,122 - icews14_both - [INFO] - [E:208| 700]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both +2023-06-21 22:51:41,651 - icews14_both - [INFO] - [E:208| 800]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both +2023-06-21 22:52:44,175 - icews14_both - [INFO] - [E:208| 900]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both +2023-06-21 22:53:28,137 - icews14_both - [INFO] - [Epoch:208]: Training Loss:0.00151 + +2023-06-21 22:53:28,350 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 22:53:41,896 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 22:53:55,237 - icews14_both - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.47332, Head : 0.41743, Avg : 0.44537 + +2023-06-21 22:53:55,237 - icews14_both - [INFO] - [Epoch 208]: Training Loss: 0.0015105, Valid MRR: 0.44989, + + + +2023-06-21 22:53:55,874 - icews14_both - [INFO] - [E:209| 0]: Train Loss:0.0015122, Val MRR:0.44989, icews14_both +2023-06-21 22:54:58,416 - icews14_both - [INFO] - [E:209| 100]: Train Loss:0.0015108, Val MRR:0.44989, icews14_both +2023-06-21 22:56:00,960 - icews14_both - [INFO] - [E:209| 200]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both +2023-06-21 22:57:03,487 - icews14_both - [INFO] - [E:209| 300]: Train Loss:0.0015104, Val MRR:0.44989, icews14_both +2023-06-21 22:58:06,016 - icews14_both - [INFO] - [E:209| 400]: Train Loss:0.0015105, Val MRR:0.44989, icews14_both +2023-06-21 22:59:08,557 - icews14_both - [INFO] - [E:209| 500]: Train Loss:0.0015108, Val MRR:0.44989, icews14_both +2023-06-21 23:00:11,067 - icews14_both - [INFO] - [E:209| 600]: Train Loss:0.0015107, Val MRR:0.44989, icews14_both +2023-06-21 23:01:13,592 - icews14_both - [INFO] - [E:209| 700]: Train Loss:0.0015105, Val MRR:0.44989, icews14_both +2023-06-21 23:02:16,146 - icews14_both - [INFO] - [E:209| 800]: Train Loss:0.0015104, Val MRR:0.44989, icews14_both +2023-06-21 23:03:18,653 - icews14_both - [INFO] - [E:209| 900]: Train Loss:0.0015105, Val MRR:0.44989, icews14_both +2023-06-21 23:04:02,614 - icews14_both - [INFO] - [Epoch:209]: Training Loss:0.001511 + +2023-06-21 23:04:02,826 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 23:04:16,372 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 23:04:29,717 - icews14_both - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.47263, Head : 0.42109, Avg : 0.44686 + MR: Tail : 591.78, Head : 698.64, Avg : 645.21 + Hit-1: Tail : 0.38789, Head : 0.33785, Avg : 0.36287 + Hit-3: Tail : 0.52032, Head : 0.45917, Avg : 0.48975 + Hit-10: Tail : 0.62846, Head : 0.58306, Avg : 0.60576 +2023-06-21 23:04:29,718 - icews14_both - [INFO] - [Epoch 209]: Training Loss: 0.0015106, Valid MRR: 0.44989, + + + +2023-06-21 23:04:30,351 - icews14_both - [INFO] - [E:210| 0]: Train Loss:0.001505, Val MRR:0.44989, icews14_both +2023-06-21 23:05:32,893 - icews14_both - [INFO] - [E:210| 100]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both +2023-06-21 23:06:35,406 - icews14_both - [INFO] - [E:210| 200]: Train Loss:0.0015093, Val MRR:0.44989, icews14_both +2023-06-21 23:07:37,944 - icews14_both - [INFO] - [E:210| 300]: Train Loss:0.0015097, Val MRR:0.44989, icews14_both +2023-06-21 23:08:40,486 - icews14_both - [INFO] - [E:210| 400]: Train Loss:0.00151, Val MRR:0.44989, icews14_both +2023-06-21 23:09:43,049 - icews14_both - [INFO] - [E:210| 500]: Train Loss:0.00151, Val MRR:0.44989, icews14_both +2023-06-21 23:10:45,616 - icews14_both - [INFO] - [E:210| 600]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both +2023-06-21 23:11:48,164 - icews14_both - [INFO] - [E:210| 700]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both +2023-06-21 23:12:50,713 - icews14_both - [INFO] - [E:210| 800]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both +2023-06-21 23:13:53,272 - icews14_both - [INFO] - [E:210| 900]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both +2023-06-21 23:14:37,263 - icews14_both - [INFO] - [Epoch:210]: Training Loss:0.00151 + +2023-06-21 23:14:37,475 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 23:14:51,022 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 23:15:04,356 - icews14_both - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.47689, Head : 0.42275, Avg : 0.44982 + +2023-06-21 23:15:04,356 - icews14_both - [INFO] - [Epoch 210]: Training Loss: 0.0015101, Valid MRR: 0.44989, + + + +2023-06-21 23:15:04,990 - icews14_both - [INFO] - [E:211| 0]: Train Loss:0.0015203, Val MRR:0.44989, icews14_both +2023-06-21 23:16:07,527 - icews14_both - [INFO] - [E:211| 100]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both +2023-06-21 23:17:10,058 - icews14_both - [INFO] - [E:211| 200]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both +2023-06-21 23:18:12,601 - icews14_both - [INFO] - [E:211| 300]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both +2023-06-21 23:19:15,146 - icews14_both - [INFO] - [E:211| 400]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both +2023-06-21 23:20:17,687 - icews14_both - [INFO] - [E:211| 500]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both +2023-06-21 23:21:20,237 - icews14_both - [INFO] - [E:211| 600]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both +2023-06-21 23:22:22,772 - icews14_both - [INFO] - [E:211| 700]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both +2023-06-21 23:23:25,305 - icews14_both - [INFO] - [E:211| 800]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both +2023-06-21 23:24:27,819 - icews14_both - [INFO] - [E:211| 900]: Train Loss:0.00151, Val MRR:0.44989, icews14_both +2023-06-21 23:25:11,799 - icews14_both - [INFO] - [Epoch:211]: Training Loss:0.00151 + +2023-06-21 23:25:12,011 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 23:25:25,567 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 23:25:38,912 - icews14_both - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.47214, Head : 0.4221, Avg : 0.44712 + +2023-06-21 23:25:38,912 - icews14_both - [INFO] - [Epoch 211]: Training Loss: 0.0015098, Valid MRR: 0.44989, + + + +2023-06-21 23:25:39,553 - icews14_both - [INFO] - [E:212| 0]: Train Loss:0.0015063, Val MRR:0.44989, icews14_both +2023-06-21 23:26:42,089 - icews14_both - [INFO] - [E:212| 100]: Train Loss:0.0015101, Val MRR:0.44989, icews14_both +2023-06-21 23:27:44,595 - icews14_both - [INFO] - [E:212| 200]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-21 23:28:47,160 - icews14_both - [INFO] - [E:212| 300]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both +2023-06-21 23:29:49,703 - icews14_both - [INFO] - [E:212| 400]: Train Loss:0.001509, Val MRR:0.44989, icews14_both +2023-06-21 23:30:52,250 - icews14_both - [INFO] - [E:212| 500]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-21 23:31:54,785 - icews14_both - [INFO] - [E:212| 600]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-21 23:32:57,351 - icews14_both - [INFO] - [E:212| 700]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both +2023-06-21 23:33:59,921 - icews14_both - [INFO] - [E:212| 800]: Train Loss:0.001509, Val MRR:0.44989, icews14_both +2023-06-21 23:35:02,478 - icews14_both - [INFO] - [E:212| 900]: Train Loss:0.0015091, Val MRR:0.44989, icews14_both +2023-06-21 23:35:46,468 - icews14_both - [INFO] - [Epoch:212]: Training Loss:0.001509 + +2023-06-21 23:35:46,680 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 23:36:00,228 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 23:36:13,564 - icews14_both - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.47537, Head : 0.42055, Avg : 0.44796 + +2023-06-21 23:36:13,564 - icews14_both - [INFO] - [Epoch 212]: Training Loss: 0.0015092, Valid MRR: 0.44989, + + + +2023-06-21 23:36:14,198 - icews14_both - [INFO] - [E:213| 0]: Train Loss:0.0015014, Val MRR:0.44989, icews14_both +2023-06-21 23:37:16,705 - icews14_both - [INFO] - [E:213| 100]: Train Loss:0.0015079, Val MRR:0.44989, icews14_both +2023-06-21 23:38:19,264 - icews14_both - [INFO] - [E:213| 200]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both +2023-06-21 23:39:21,827 - icews14_both - [INFO] - [E:213| 300]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-21 23:40:24,364 - icews14_both - [INFO] - [E:213| 400]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-21 23:41:26,894 - icews14_both - [INFO] - [E:213| 500]: Train Loss:0.0015091, Val MRR:0.44989, icews14_both +2023-06-21 23:42:29,427 - icews14_both - [INFO] - [E:213| 600]: Train Loss:0.0015093, Val MRR:0.44989, icews14_both +2023-06-21 23:43:31,935 - icews14_both - [INFO] - [E:213| 700]: Train Loss:0.0015094, Val MRR:0.44989, icews14_both +2023-06-21 23:44:34,469 - icews14_both - [INFO] - [E:213| 800]: Train Loss:0.0015092, Val MRR:0.44989, icews14_both +2023-06-21 23:45:37,015 - icews14_both - [INFO] - [E:213| 900]: Train Loss:0.0015093, Val MRR:0.44989, icews14_both +2023-06-21 23:46:21,014 - icews14_both - [INFO] - [Epoch:213]: Training Loss:0.001509 + +2023-06-21 23:46:21,227 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 23:46:34,773 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 23:46:48,113 - icews14_both - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.47348, Head : 0.42219, Avg : 0.44783 + +2023-06-21 23:46:48,113 - icews14_both - [INFO] - [Epoch 213]: Training Loss: 0.0015092, Valid MRR: 0.44989, + + + +2023-06-21 23:46:48,746 - icews14_both - [INFO] - [E:214| 0]: Train Loss:0.0015163, Val MRR:0.44989, icews14_both +2023-06-21 23:47:51,284 - icews14_both - [INFO] - [E:214| 100]: Train Loss:0.0015081, Val MRR:0.44989, icews14_both +2023-06-21 23:48:53,811 - icews14_both - [INFO] - [E:214| 200]: Train Loss:0.0015082, Val MRR:0.44989, icews14_both +2023-06-21 23:49:56,345 - icews14_both - [INFO] - [E:214| 300]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both +2023-06-21 23:50:58,886 - icews14_both - [INFO] - [E:214| 400]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both +2023-06-21 23:52:01,441 - icews14_both - [INFO] - [E:214| 500]: Train Loss:0.0015087, Val MRR:0.44989, icews14_both +2023-06-21 23:53:03,996 - icews14_both - [INFO] - [E:214| 600]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both +2023-06-21 23:54:06,550 - icews14_both - [INFO] - [E:214| 700]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-21 23:55:09,085 - icews14_both - [INFO] - [E:214| 800]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-21 23:56:11,633 - icews14_both - [INFO] - [E:214| 900]: Train Loss:0.001509, Val MRR:0.44989, icews14_both +2023-06-21 23:56:55,587 - icews14_both - [INFO] - [Epoch:214]: Training Loss:0.001509 + +2023-06-21 23:56:55,799 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-21 23:57:09,347 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-21 23:57:22,683 - icews14_both - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.47406, Head : 0.41846, Avg : 0.44626 + +2023-06-21 23:57:22,684 - icews14_both - [INFO] - [Epoch 214]: Training Loss: 0.0015091, Valid MRR: 0.44989, + + + +2023-06-21 23:57:23,318 - icews14_both - [INFO] - [E:215| 0]: Train Loss:0.0015047, Val MRR:0.44989, icews14_both +2023-06-21 23:58:25,852 - icews14_both - [INFO] - [E:215| 100]: Train Loss:0.0015091, Val MRR:0.44989, icews14_both +2023-06-21 23:59:28,405 - icews14_both - [INFO] - [E:215| 200]: Train Loss:0.0015084, Val MRR:0.44989, icews14_both +2023-06-22 00:00:30,953 - icews14_both - [INFO] - [E:215| 300]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both +2023-06-22 00:01:33,515 - icews14_both - [INFO] - [E:215| 400]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both +2023-06-22 00:02:36,055 - icews14_both - [INFO] - [E:215| 500]: Train Loss:0.0015085, Val MRR:0.44989, icews14_both +2023-06-22 00:03:38,550 - icews14_both - [INFO] - [E:215| 600]: Train Loss:0.0015085, Val MRR:0.44989, icews14_both +2023-06-22 00:04:41,073 - icews14_both - [INFO] - [E:215| 700]: Train Loss:0.0015087, Val MRR:0.44989, icews14_both +2023-06-22 00:05:43,619 - icews14_both - [INFO] - [E:215| 800]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both +2023-06-22 00:06:46,157 - icews14_both - [INFO] - [E:215| 900]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-22 00:07:30,152 - icews14_both - [INFO] - [Epoch:215]: Training Loss:0.001509 + +2023-06-22 00:07:30,365 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 00:07:43,913 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 00:07:57,252 - icews14_both - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.47527, Head : 0.41741, Avg : 0.44634 + +2023-06-22 00:07:57,253 - icews14_both - [INFO] - [Epoch 215]: Training Loss: 0.0015089, Valid MRR: 0.44989, + + + +2023-06-22 00:07:57,889 - icews14_both - [INFO] - [E:216| 0]: Train Loss:0.0015041, Val MRR:0.44989, icews14_both +2023-06-22 00:09:00,415 - icews14_both - [INFO] - [E:216| 100]: Train Loss:0.0015084, Val MRR:0.44989, icews14_both +2023-06-22 00:10:02,948 - icews14_both - [INFO] - [E:216| 200]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-22 00:11:05,493 - icews14_both - [INFO] - [E:216| 300]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both +2023-06-22 00:12:07,989 - icews14_both - [INFO] - [E:216| 400]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both +2023-06-22 00:13:10,498 - icews14_both - [INFO] - [E:216| 500]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both +2023-06-22 00:14:12,980 - icews14_both - [INFO] - [E:216| 600]: Train Loss:0.0015085, Val MRR:0.44989, icews14_both +2023-06-22 00:15:15,436 - icews14_both - [INFO] - [E:216| 700]: Train Loss:0.0015084, Val MRR:0.44989, icews14_both +2023-06-22 00:16:17,913 - icews14_both - [INFO] - [E:216| 800]: Train Loss:0.0015085, Val MRR:0.44989, icews14_both +2023-06-22 00:17:20,422 - icews14_both - [INFO] - [E:216| 900]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both +2023-06-22 00:18:04,363 - icews14_both - [INFO] - [Epoch:216]: Training Loss:0.001509 + +2023-06-22 00:18:04,576 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 00:18:18,129 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 00:18:31,461 - icews14_both - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.47641, Head : 0.42343, Avg : 0.44992 + +2023-06-22 00:18:32,785 - icews14_both - [INFO] - [Epoch 216]: Training Loss: 0.0015087, Valid MRR: 0.44992, + + + +2023-06-22 00:18:33,421 - icews14_both - [INFO] - [E:217| 0]: Train Loss:0.001518, Val MRR:0.44992, icews14_both +2023-06-22 00:19:35,913 - icews14_both - [INFO] - [E:217| 100]: Train Loss:0.0015081, Val MRR:0.44992, icews14_both +2023-06-22 00:20:38,381 - icews14_both - [INFO] - [E:217| 200]: Train Loss:0.0015081, Val MRR:0.44992, icews14_both +2023-06-22 00:21:40,832 - icews14_both - [INFO] - [E:217| 300]: Train Loss:0.0015084, Val MRR:0.44992, icews14_both +2023-06-22 00:22:43,275 - icews14_both - [INFO] - [E:217| 400]: Train Loss:0.0015085, Val MRR:0.44992, icews14_both +2023-06-22 00:23:45,725 - icews14_both - [INFO] - [E:217| 500]: Train Loss:0.0015084, Val MRR:0.44992, icews14_both +2023-06-22 00:24:48,167 - icews14_both - [INFO] - [E:217| 600]: Train Loss:0.0015083, Val MRR:0.44992, icews14_both +2023-06-22 00:25:50,612 - icews14_both - [INFO] - [E:217| 700]: Train Loss:0.0015084, Val MRR:0.44992, icews14_both +2023-06-22 00:26:53,069 - icews14_both - [INFO] - [E:217| 800]: Train Loss:0.0015085, Val MRR:0.44992, icews14_both +2023-06-22 00:27:55,540 - icews14_both - [INFO] - [E:217| 900]: Train Loss:0.0015086, Val MRR:0.44992, icews14_both +2023-06-22 00:28:39,459 - icews14_both - [INFO] - [Epoch:217]: Training Loss:0.001508 + +2023-06-22 00:28:39,677 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 00:28:53,221 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 00:29:06,548 - icews14_both - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.47568, Head : 0.4221, Avg : 0.44889 + +2023-06-22 00:29:06,548 - icews14_both - [INFO] - [Epoch 217]: Training Loss: 0.0015085, Valid MRR: 0.44992, + + + +2023-06-22 00:29:07,180 - icews14_both - [INFO] - [E:218| 0]: Train Loss:0.0015123, Val MRR:0.44992, icews14_both +2023-06-22 00:30:09,643 - icews14_both - [INFO] - [E:218| 100]: Train Loss:0.0015085, Val MRR:0.44992, icews14_both +2023-06-22 00:31:12,117 - icews14_both - [INFO] - [E:218| 200]: Train Loss:0.0015084, Val MRR:0.44992, icews14_both +2023-06-22 00:32:14,594 - icews14_both - [INFO] - [E:218| 300]: Train Loss:0.0015083, Val MRR:0.44992, icews14_both +2023-06-22 00:33:17,093 - icews14_both - [INFO] - [E:218| 400]: Train Loss:0.0015082, Val MRR:0.44992, icews14_both +2023-06-22 00:34:19,574 - icews14_both - [INFO] - [E:218| 500]: Train Loss:0.001508, Val MRR:0.44992, icews14_both +2023-06-22 00:35:22,056 - icews14_both - [INFO] - [E:218| 600]: Train Loss:0.0015079, Val MRR:0.44992, icews14_both +2023-06-22 00:36:24,551 - icews14_both - [INFO] - [E:218| 700]: Train Loss:0.001508, Val MRR:0.44992, icews14_both +2023-06-22 00:37:27,041 - icews14_both - [INFO] - [E:218| 800]: Train Loss:0.001508, Val MRR:0.44992, icews14_both +2023-06-22 00:38:29,500 - icews14_both - [INFO] - [E:218| 900]: Train Loss:0.0015079, Val MRR:0.44992, icews14_both +2023-06-22 00:39:13,409 - icews14_both - [INFO] - [Epoch:218]: Training Loss:0.001508 + +2023-06-22 00:39:13,621 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 00:39:27,166 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 00:39:40,496 - icews14_both - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.4791, Head : 0.42487, Avg : 0.45198 + +2023-06-22 00:39:41,826 - icews14_both - [INFO] - [Epoch 218]: Training Loss: 0.001508, Valid MRR: 0.45198, + + + +2023-06-22 00:39:42,466 - icews14_both - [INFO] - [E:219| 0]: Train Loss:0.0014975, Val MRR:0.45198, icews14_both +2023-06-22 00:40:45,040 - icews14_both - [INFO] - [E:219| 100]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 00:41:47,634 - icews14_both - [INFO] - [E:219| 200]: Train Loss:0.0015078, Val MRR:0.45198, icews14_both +2023-06-22 00:42:50,245 - icews14_both - [INFO] - [E:219| 300]: Train Loss:0.0015076, Val MRR:0.45198, icews14_both +2023-06-22 00:43:52,897 - icews14_both - [INFO] - [E:219| 400]: Train Loss:0.0015078, Val MRR:0.45198, icews14_both +2023-06-22 00:44:55,545 - icews14_both - [INFO] - [E:219| 500]: Train Loss:0.0015079, Val MRR:0.45198, icews14_both +2023-06-22 00:45:58,182 - icews14_both - [INFO] - [E:219| 600]: Train Loss:0.0015081, Val MRR:0.45198, icews14_both +2023-06-22 00:47:00,796 - icews14_both - [INFO] - [E:219| 700]: Train Loss:0.0015078, Val MRR:0.45198, icews14_both +2023-06-22 00:48:03,389 - icews14_both - [INFO] - [E:219| 800]: Train Loss:0.0015078, Val MRR:0.45198, icews14_both +2023-06-22 00:49:06,005 - icews14_both - [INFO] - [E:219| 900]: Train Loss:0.0015079, Val MRR:0.45198, icews14_both +2023-06-22 00:49:50,039 - icews14_both - [INFO] - [Epoch:219]: Training Loss:0.001508 + +2023-06-22 00:49:50,257 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 00:50:03,810 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 00:50:17,152 - icews14_both - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.47871, Head : 0.42144, Avg : 0.45008 + MR: Tail : 593.07, Head : 703.07, Avg : 648.07 + Hit-1: Tail : 0.39338, Head : 0.33797, Avg : 0.36568 + Hit-3: Tail : 0.52581, Head : 0.46125, Avg : 0.49353 + Hit-10: Tail : 0.6364, Head : 0.5844, Avg : 0.6104 +2023-06-22 00:50:17,152 - icews14_both - [INFO] - [Epoch 219]: Training Loss: 0.0015079, Valid MRR: 0.45198, + + + +2023-06-22 00:50:17,786 - icews14_both - [INFO] - [E:220| 0]: Train Loss:0.0015141, Val MRR:0.45198, icews14_both +2023-06-22 00:51:20,411 - icews14_both - [INFO] - [E:220| 100]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both +2023-06-22 00:52:23,044 - icews14_both - [INFO] - [E:220| 200]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both +2023-06-22 00:53:25,668 - icews14_both - [INFO] - [E:220| 300]: Train Loss:0.0015071, Val MRR:0.45198, icews14_both +2023-06-22 00:54:28,274 - icews14_both - [INFO] - [E:220| 400]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both +2023-06-22 00:55:30,881 - icews14_both - [INFO] - [E:220| 500]: Train Loss:0.0015074, Val MRR:0.45198, icews14_both +2023-06-22 00:56:33,491 - icews14_both - [INFO] - [E:220| 600]: Train Loss:0.0015075, Val MRR:0.45198, icews14_both +2023-06-22 00:57:36,090 - icews14_both - [INFO] - [E:220| 700]: Train Loss:0.0015074, Val MRR:0.45198, icews14_both +2023-06-22 00:58:38,697 - icews14_both - [INFO] - [E:220| 800]: Train Loss:0.0015074, Val MRR:0.45198, icews14_both +2023-06-22 00:59:41,324 - icews14_both - [INFO] - [E:220| 900]: Train Loss:0.0015076, Val MRR:0.45198, icews14_both +2023-06-22 01:00:25,360 - icews14_both - [INFO] - [Epoch:220]: Training Loss:0.001508 + +2023-06-22 01:00:25,573 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 01:00:39,124 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 01:00:52,469 - icews14_both - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.4779, Head : 0.42398, Avg : 0.45094 + +2023-06-22 01:00:52,469 - icews14_both - [INFO] - [Epoch 220]: Training Loss: 0.0015076, Valid MRR: 0.45198, + + + +2023-06-22 01:00:53,103 - icews14_both - [INFO] - [E:221| 0]: Train Loss:0.0015091, Val MRR:0.45198, icews14_both +2023-06-22 01:01:55,715 - icews14_both - [INFO] - [E:221| 100]: Train Loss:0.0015079, Val MRR:0.45198, icews14_both +2023-06-22 01:02:58,357 - icews14_both - [INFO] - [E:221| 200]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both +2023-06-22 01:04:00,989 - icews14_both - [INFO] - [E:221| 300]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both +2023-06-22 01:05:03,605 - icews14_both - [INFO] - [E:221| 400]: Train Loss:0.001507, Val MRR:0.45198, icews14_both +2023-06-22 01:06:06,251 - icews14_both - [INFO] - [E:221| 500]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both +2023-06-22 01:07:08,886 - icews14_both - [INFO] - [E:221| 600]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 01:08:11,515 - icews14_both - [INFO] - [E:221| 700]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both +2023-06-22 01:09:14,127 - icews14_both - [INFO] - [E:221| 800]: Train Loss:0.001507, Val MRR:0.45198, icews14_both +2023-06-22 01:10:16,741 - icews14_both - [INFO] - [E:221| 900]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both +2023-06-22 01:11:00,784 - icews14_both - [INFO] - [Epoch:221]: Training Loss:0.001507 + +2023-06-22 01:11:00,996 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 01:11:14,554 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 01:11:27,878 - icews14_both - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.4735, Head : 0.42212, Avg : 0.44781 + +2023-06-22 01:11:27,878 - icews14_both - [INFO] - [Epoch 221]: Training Loss: 0.0015073, Valid MRR: 0.45198, + + + +2023-06-22 01:11:28,513 - icews14_both - [INFO] - [E:222| 0]: Train Loss:0.001497, Val MRR:0.45198, icews14_both +2023-06-22 01:12:30,926 - icews14_both - [INFO] - [E:222| 100]: Train Loss:0.0015073, Val MRR:0.45198, icews14_both +2023-06-22 01:13:33,384 - icews14_both - [INFO] - [E:222| 200]: Train Loss:0.001507, Val MRR:0.45198, icews14_both +2023-06-22 01:14:35,820 - icews14_both - [INFO] - [E:222| 300]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both +2023-06-22 01:15:38,274 - icews14_both - [INFO] - [E:222| 400]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both +2023-06-22 01:16:40,720 - icews14_both - [INFO] - [E:222| 500]: Train Loss:0.001507, Val MRR:0.45198, icews14_both +2023-06-22 01:17:43,185 - icews14_both - [INFO] - [E:222| 600]: Train Loss:0.0015071, Val MRR:0.45198, icews14_both +2023-06-22 01:18:45,645 - icews14_both - [INFO] - [E:222| 700]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both +2023-06-22 01:19:48,084 - icews14_both - [INFO] - [E:222| 800]: Train Loss:0.0015073, Val MRR:0.45198, icews14_both +2023-06-22 01:20:50,528 - icews14_both - [INFO] - [E:222| 900]: Train Loss:0.0015074, Val MRR:0.45198, icews14_both +2023-06-22 01:21:34,438 - icews14_both - [INFO] - [Epoch:222]: Training Loss:0.001507 + +2023-06-22 01:21:34,651 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 01:21:48,192 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 01:22:01,528 - icews14_both - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.47394, Head : 0.42359, Avg : 0.44876 + +2023-06-22 01:22:01,528 - icews14_both - [INFO] - [Epoch 222]: Training Loss: 0.0015073, Valid MRR: 0.45198, + + + +2023-06-22 01:22:02,163 - icews14_both - [INFO] - [E:223| 0]: Train Loss:0.0015029, Val MRR:0.45198, icews14_both +2023-06-22 01:23:04,594 - icews14_both - [INFO] - [E:223| 100]: Train Loss:0.0015077, Val MRR:0.45198, icews14_both +2023-06-22 01:24:07,054 - icews14_both - [INFO] - [E:223| 200]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both +2023-06-22 01:25:09,493 - icews14_both - [INFO] - [E:223| 300]: Train Loss:0.0015071, Val MRR:0.45198, icews14_both +2023-06-22 01:26:11,939 - icews14_both - [INFO] - [E:223| 400]: Train Loss:0.001507, Val MRR:0.45198, icews14_both +2023-06-22 01:27:14,349 - icews14_both - [INFO] - [E:223| 500]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both +2023-06-22 01:28:16,826 - icews14_both - [INFO] - [E:223| 600]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 01:29:19,283 - icews14_both - [INFO] - [E:223| 700]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both +2023-06-22 01:30:21,746 - icews14_both - [INFO] - [E:223| 800]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both +2023-06-22 01:31:24,182 - icews14_both - [INFO] - [E:223| 900]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both +2023-06-22 01:32:08,114 - icews14_both - [INFO] - [Epoch:223]: Training Loss:0.001507 + +2023-06-22 01:32:08,326 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 01:32:21,876 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 01:32:35,209 - icews14_both - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.47604, Head : 0.4226, Avg : 0.44932 + +2023-06-22 01:32:35,209 - icews14_both - [INFO] - [Epoch 223]: Training Loss: 0.001507, Valid MRR: 0.45198, + + + +2023-06-22 01:32:35,845 - icews14_both - [INFO] - [E:224| 0]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both +2023-06-22 01:33:38,334 - icews14_both - [INFO] - [E:224| 100]: Train Loss:0.0015077, Val MRR:0.45198, icews14_both +2023-06-22 01:34:40,826 - icews14_both - [INFO] - [E:224| 200]: Train Loss:0.0015071, Val MRR:0.45198, icews14_both +2023-06-22 01:35:43,336 - icews14_both - [INFO] - [E:224| 300]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 01:36:45,798 - icews14_both - [INFO] - [E:224| 400]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both +2023-06-22 01:37:48,298 - icews14_both - [INFO] - [E:224| 500]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 01:38:50,780 - icews14_both - [INFO] - [E:224| 600]: Train Loss:0.001507, Val MRR:0.45198, icews14_both +2023-06-22 01:39:53,270 - icews14_both - [INFO] - [E:224| 700]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both +2023-06-22 01:40:55,777 - icews14_both - [INFO] - [E:224| 800]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both +2023-06-22 01:41:58,397 - icews14_both - [INFO] - [E:224| 900]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both +2023-06-22 01:42:42,435 - icews14_both - [INFO] - [Epoch:224]: Training Loss:0.001507 + +2023-06-22 01:42:42,648 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 01:42:56,215 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 01:43:09,580 - icews14_both - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.47572, Head : 0.42312, Avg : 0.44942 + +2023-06-22 01:43:09,580 - icews14_both - [INFO] - [Epoch 224]: Training Loss: 0.0015069, Valid MRR: 0.45198, + + + +2023-06-22 01:43:10,217 - icews14_both - [INFO] - [E:225| 0]: Train Loss:0.0015055, Val MRR:0.45198, icews14_both +2023-06-22 01:44:12,877 - icews14_both - [INFO] - [E:225| 100]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both +2023-06-22 01:45:15,538 - icews14_both - [INFO] - [E:225| 200]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both +2023-06-22 01:46:18,201 - icews14_both - [INFO] - [E:225| 300]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both +2023-06-22 01:47:20,861 - icews14_both - [INFO] - [E:225| 400]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both +2023-06-22 01:48:23,518 - icews14_both - [INFO] - [E:225| 500]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both +2023-06-22 01:49:26,163 - icews14_both - [INFO] - [E:225| 600]: Train Loss:0.001506, Val MRR:0.45198, icews14_both +2023-06-22 01:50:28,817 - icews14_both - [INFO] - [E:225| 700]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both +2023-06-22 01:51:31,465 - icews14_both - [INFO] - [E:225| 800]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both +2023-06-22 01:52:34,138 - icews14_both - [INFO] - [E:225| 900]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both +2023-06-22 01:53:18,197 - icews14_both - [INFO] - [Epoch:225]: Training Loss:0.001506 + +2023-06-22 01:53:18,410 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 01:53:31,970 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 01:53:45,328 - icews14_both - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.47743, Head : 0.42344, Avg : 0.45043 + +2023-06-22 01:53:45,328 - icews14_both - [INFO] - [Epoch 225]: Training Loss: 0.0015065, Valid MRR: 0.45198, + + + +2023-06-22 01:53:45,971 - icews14_both - [INFO] - [E:226| 0]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 01:54:48,624 - icews14_both - [INFO] - [E:226| 100]: Train Loss:0.0015073, Val MRR:0.45198, icews14_both +2023-06-22 01:55:51,296 - icews14_both - [INFO] - [E:226| 200]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 01:56:53,947 - icews14_both - [INFO] - [E:226| 300]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both +2023-06-22 01:57:56,618 - icews14_both - [INFO] - [E:226| 400]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both +2023-06-22 01:58:59,157 - icews14_both - [INFO] - [E:226| 500]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both +2023-06-22 02:00:01,680 - icews14_both - [INFO] - [E:226| 600]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 02:01:04,211 - icews14_both - [INFO] - [E:226| 700]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 02:02:06,868 - icews14_both - [INFO] - [E:226| 800]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both +2023-06-22 02:03:09,542 - icews14_both - [INFO] - [E:226| 900]: Train Loss:0.0015065, Val MRR:0.45198, icews14_both +2023-06-22 02:03:53,606 - icews14_both - [INFO] - [Epoch:226]: Training Loss:0.001507 + +2023-06-22 02:03:53,819 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 02:04:07,389 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 02:04:20,754 - icews14_both - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.47802, Head : 0.42328, Avg : 0.45065 + +2023-06-22 02:04:20,754 - icews14_both - [INFO] - [Epoch 226]: Training Loss: 0.0015066, Valid MRR: 0.45198, + + + +2023-06-22 02:04:21,390 - icews14_both - [INFO] - [E:227| 0]: Train Loss:0.0015194, Val MRR:0.45198, icews14_both +2023-06-22 02:05:24,049 - icews14_both - [INFO] - [E:227| 100]: Train Loss:0.001505, Val MRR:0.45198, icews14_both +2023-06-22 02:06:26,717 - icews14_both - [INFO] - [E:227| 200]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both +2023-06-22 02:07:29,397 - icews14_both - [INFO] - [E:227| 300]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both +2023-06-22 02:08:32,072 - icews14_both - [INFO] - [E:227| 400]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both +2023-06-22 02:09:34,717 - icews14_both - [INFO] - [E:227| 500]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both +2023-06-22 02:10:37,372 - icews14_both - [INFO] - [E:227| 600]: Train Loss:0.001506, Val MRR:0.45198, icews14_both +2023-06-22 02:11:39,978 - icews14_both - [INFO] - [E:227| 700]: Train Loss:0.001506, Val MRR:0.45198, icews14_both +2023-06-22 02:12:42,591 - icews14_both - [INFO] - [E:227| 800]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both +2023-06-22 02:13:45,246 - icews14_both - [INFO] - [E:227| 900]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both +2023-06-22 02:14:29,304 - icews14_both - [INFO] - [Epoch:227]: Training Loss:0.001506 + +2023-06-22 02:14:29,517 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 02:14:43,090 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 02:14:56,444 - icews14_both - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.4725, Head : 0.41952, Avg : 0.44601 + +2023-06-22 02:14:56,444 - icews14_both - [INFO] - [Epoch 227]: Training Loss: 0.0015062, Valid MRR: 0.45198, + + + +2023-06-22 02:14:57,079 - icews14_both - [INFO] - [E:228| 0]: Train Loss:0.001498, Val MRR:0.45198, icews14_both +2023-06-22 02:15:59,762 - icews14_both - [INFO] - [E:228| 100]: Train Loss:0.0015079, Val MRR:0.45198, icews14_both +2023-06-22 02:17:02,447 - icews14_both - [INFO] - [E:228| 200]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both +2023-06-22 02:18:05,113 - icews14_both - [INFO] - [E:228| 300]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both +2023-06-22 02:19:07,805 - icews14_both - [INFO] - [E:228| 400]: Train Loss:0.0015063, Val MRR:0.45198, icews14_both +2023-06-22 02:20:10,496 - icews14_both - [INFO] - [E:228| 500]: Train Loss:0.0015063, Val MRR:0.45198, icews14_both +2023-06-22 02:21:13,166 - icews14_both - [INFO] - [E:228| 600]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both +2023-06-22 02:22:15,864 - icews14_both - [INFO] - [E:228| 700]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both +2023-06-22 02:23:18,555 - icews14_both - [INFO] - [E:228| 800]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both +2023-06-22 02:24:21,230 - icews14_both - [INFO] - [E:228| 900]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both +2023-06-22 02:25:05,305 - icews14_both - [INFO] - [Epoch:228]: Training Loss:0.001506 + +2023-06-22 02:25:05,518 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 02:25:19,097 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 02:25:32,465 - icews14_both - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.47661, Head : 0.42189, Avg : 0.44925 + +2023-06-22 02:25:32,465 - icews14_both - [INFO] - [Epoch 228]: Training Loss: 0.0015062, Valid MRR: 0.45198, + + + +2023-06-22 02:25:33,099 - icews14_both - [INFO] - [E:229| 0]: Train Loss:0.0015032, Val MRR:0.45198, icews14_both +2023-06-22 02:26:35,786 - icews14_both - [INFO] - [E:229| 100]: Train Loss:0.0015053, Val MRR:0.45198, icews14_both +2023-06-22 02:27:38,465 - icews14_both - [INFO] - [E:229| 200]: Train Loss:0.0015057, Val MRR:0.45198, icews14_both +2023-06-22 02:28:41,146 - icews14_both - [INFO] - [E:229| 300]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both +2023-06-22 02:29:43,814 - icews14_both - [INFO] - [E:229| 400]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both +2023-06-22 02:30:46,495 - icews14_both - [INFO] - [E:229| 500]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both +2023-06-22 02:31:49,157 - icews14_both - [INFO] - [E:229| 600]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both +2023-06-22 02:32:51,834 - icews14_both - [INFO] - [E:229| 700]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both +2023-06-22 02:33:54,517 - icews14_both - [INFO] - [E:229| 800]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both +2023-06-22 02:34:57,194 - icews14_both - [INFO] - [E:229| 900]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both +2023-06-22 02:35:41,248 - icews14_both - [INFO] - [Epoch:229]: Training Loss:0.001506 + +2023-06-22 02:35:41,461 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 02:35:55,051 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 02:36:08,424 - icews14_both - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.46982, Head : 0.41878, Avg : 0.4443 + MR: Tail : 581.19, Head : 686.51, Avg : 633.85 + Hit-1: Tail : 0.38618, Head : 0.33455, Avg : 0.36037 + Hit-3: Tail : 0.51703, Head : 0.45905, Avg : 0.48804 + Hit-10: Tail : 0.62529, Head : 0.5822, Avg : 0.60375 +2023-06-22 02:36:08,424 - icews14_both - [INFO] - [Epoch 229]: Training Loss: 0.0015058, Valid MRR: 0.45198, + + + +2023-06-22 02:36:09,061 - icews14_both - [INFO] - [E:230| 0]: Train Loss:0.0015025, Val MRR:0.45198, icews14_both +2023-06-22 02:37:11,756 - icews14_both - [INFO] - [E:230| 100]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both +2023-06-22 02:38:14,459 - icews14_both - [INFO] - [E:230| 200]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both +2023-06-22 02:39:17,137 - icews14_both - [INFO] - [E:230| 300]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both +2023-06-22 02:40:19,793 - icews14_both - [INFO] - [E:230| 400]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both +2023-06-22 02:41:22,405 - icews14_both - [INFO] - [E:230| 500]: Train Loss:0.001506, Val MRR:0.45198, icews14_both +2023-06-22 02:42:25,017 - icews14_both - [INFO] - [E:230| 600]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both +2023-06-22 02:43:27,633 - icews14_both - [INFO] - [E:230| 700]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both +2023-06-22 02:44:30,256 - icews14_both - [INFO] - [E:230| 800]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both +2023-06-22 02:45:32,871 - icews14_both - [INFO] - [E:230| 900]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both +2023-06-22 02:46:16,914 - icews14_both - [INFO] - [Epoch:230]: Training Loss:0.001506 + +2023-06-22 02:46:17,126 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 02:46:30,710 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 02:46:44,082 - icews14_both - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.4744, Head : 0.42021, Avg : 0.4473 + +2023-06-22 02:46:44,082 - icews14_both - [INFO] - [Epoch 230]: Training Loss: 0.0015058, Valid MRR: 0.45198, + + + +2023-06-22 02:46:44,720 - icews14_both - [INFO] - [E:231| 0]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both +2023-06-22 02:47:47,368 - icews14_both - [INFO] - [E:231| 100]: Train Loss:0.0015041, Val MRR:0.45198, icews14_both +2023-06-22 02:48:50,008 - icews14_both - [INFO] - [E:231| 200]: Train Loss:0.0015055, Val MRR:0.45198, icews14_both +2023-06-22 02:49:52,647 - icews14_both - [INFO] - [E:231| 300]: Train Loss:0.0015052, Val MRR:0.45198, icews14_both +2023-06-22 02:50:55,325 - icews14_both - [INFO] - [E:231| 400]: Train Loss:0.0015056, Val MRR:0.45198, icews14_both +2023-06-22 02:51:57,948 - icews14_both - [INFO] - [E:231| 500]: Train Loss:0.0015054, Val MRR:0.45198, icews14_both +2023-06-22 02:53:00,588 - icews14_both - [INFO] - [E:231| 600]: Train Loss:0.0015054, Val MRR:0.45198, icews14_both +2023-06-22 02:54:03,227 - icews14_both - [INFO] - [E:231| 700]: Train Loss:0.0015052, Val MRR:0.45198, icews14_both +2023-06-22 02:55:05,854 - icews14_both - [INFO] - [E:231| 800]: Train Loss:0.0015053, Val MRR:0.45198, icews14_both +2023-06-22 02:56:08,550 - icews14_both - [INFO] - [E:231| 900]: Train Loss:0.0015055, Val MRR:0.45198, icews14_both +2023-06-22 02:56:52,588 - icews14_both - [INFO] - [Epoch:231]: Training Loss:0.001506 + +2023-06-22 02:56:52,801 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 02:57:06,395 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 02:57:19,776 - icews14_both - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.47405, Head : 0.42047, Avg : 0.44726 + +2023-06-22 02:57:19,776 - icews14_both - [INFO] - [Epoch 231]: Training Loss: 0.0015055, Valid MRR: 0.45198, + + + +2023-06-22 02:57:20,413 - icews14_both - [INFO] - [E:232| 0]: Train Loss:0.0015115, Val MRR:0.45198, icews14_both +2023-06-22 02:58:23,047 - icews14_both - [INFO] - [E:232| 100]: Train Loss:0.0015055, Val MRR:0.45198, icews14_both +2023-06-22 02:59:25,701 - icews14_both - [INFO] - [E:232| 200]: Train Loss:0.001505, Val MRR:0.45198, icews14_both +2023-06-22 03:00:28,356 - icews14_both - [INFO] - [E:232| 300]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both +2023-06-22 03:01:30,989 - icews14_both - [INFO] - [E:232| 400]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both +2023-06-22 03:02:33,634 - icews14_both - [INFO] - [E:232| 500]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both +2023-06-22 03:03:36,261 - icews14_both - [INFO] - [E:232| 600]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both +2023-06-22 03:04:38,959 - icews14_both - [INFO] - [E:232| 700]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both +2023-06-22 03:05:41,692 - icews14_both - [INFO] - [E:232| 800]: Train Loss:0.0015049, Val MRR:0.45198, icews14_both +2023-06-22 03:06:44,405 - icews14_both - [INFO] - [E:232| 900]: Train Loss:0.001505, Val MRR:0.45198, icews14_both +2023-06-22 03:07:28,465 - icews14_both - [INFO] - [Epoch:232]: Training Loss:0.001505 + +2023-06-22 03:07:28,679 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 03:07:42,267 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 03:07:55,640 - icews14_both - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.47243, Head : 0.42276, Avg : 0.44759 + +2023-06-22 03:07:55,640 - icews14_both - [INFO] - [Epoch 232]: Training Loss: 0.0015051, Valid MRR: 0.45198, + + + +2023-06-22 03:07:56,276 - icews14_both - [INFO] - [E:233| 0]: Train Loss:0.0014995, Val MRR:0.45198, icews14_both +2023-06-22 03:08:58,897 - icews14_both - [INFO] - [E:233| 100]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both +2023-06-22 03:10:01,537 - icews14_both - [INFO] - [E:233| 200]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both +2023-06-22 03:11:04,171 - icews14_both - [INFO] - [E:233| 300]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both +2023-06-22 03:12:06,977 - icews14_both - [INFO] - [E:233| 400]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both +2023-06-22 03:13:09,697 - icews14_both - [INFO] - [E:233| 500]: Train Loss:0.0015049, Val MRR:0.45198, icews14_both +2023-06-22 03:14:12,386 - icews14_both - [INFO] - [E:233| 600]: Train Loss:0.0015051, Val MRR:0.45198, icews14_both +2023-06-22 03:15:15,108 - icews14_both - [INFO] - [E:233| 700]: Train Loss:0.0015051, Val MRR:0.45198, icews14_both +2023-06-22 03:16:17,785 - icews14_both - [INFO] - [E:233| 800]: Train Loss:0.0015052, Val MRR:0.45198, icews14_both +2023-06-22 03:17:20,497 - icews14_both - [INFO] - [E:233| 900]: Train Loss:0.0015052, Val MRR:0.45198, icews14_both +2023-06-22 03:18:04,583 - icews14_both - [INFO] - [Epoch:233]: Training Loss:0.001505 + +2023-06-22 03:18:04,796 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 03:18:18,400 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 03:18:31,804 - icews14_both - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.4756, Head : 0.4243, Avg : 0.44995 + +2023-06-22 03:18:31,804 - icews14_both - [INFO] - [Epoch 233]: Training Loss: 0.0015052, Valid MRR: 0.45198, + + + +2023-06-22 03:18:32,447 - icews14_both - [INFO] - [E:234| 0]: Train Loss:0.0015012, Val MRR:0.45198, icews14_both +2023-06-22 03:19:35,183 - icews14_both - [INFO] - [E:234| 100]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both +2023-06-22 03:20:37,944 - icews14_both - [INFO] - [E:234| 200]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both +2023-06-22 03:21:40,568 - icews14_both - [INFO] - [E:234| 300]: Train Loss:0.0015044, Val MRR:0.45198, icews14_both +2023-06-22 03:22:43,176 - icews14_both - [INFO] - [E:234| 400]: Train Loss:0.0015043, Val MRR:0.45198, icews14_both +2023-06-22 03:23:46,001 - icews14_both - [INFO] - [E:234| 500]: Train Loss:0.0015044, Val MRR:0.45198, icews14_both +2023-06-22 03:24:48,711 - icews14_both - [INFO] - [E:234| 600]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both +2023-06-22 03:25:51,440 - icews14_both - [INFO] - [E:234| 700]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both +2023-06-22 03:26:54,214 - icews14_both - [INFO] - [E:234| 800]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both +2023-06-22 03:27:56,952 - icews14_both - [INFO] - [E:234| 900]: Train Loss:0.0015049, Val MRR:0.45198, icews14_both +2023-06-22 03:28:41,084 - icews14_both - [INFO] - [Epoch:234]: Training Loss:0.001505 + +2023-06-22 03:28:41,297 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 03:28:54,898 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 03:29:08,297 - icews14_both - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.47794, Head : 0.42467, Avg : 0.4513 + +2023-06-22 03:29:08,297 - icews14_both - [INFO] - [Epoch 234]: Training Loss: 0.0015049, Valid MRR: 0.45198, + + + +2023-06-22 03:29:08,934 - icews14_both - [INFO] - [E:235| 0]: Train Loss:0.0015127, Val MRR:0.45198, icews14_both +2023-06-22 03:30:11,689 - icews14_both - [INFO] - [E:235| 100]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both +2023-06-22 03:31:14,448 - icews14_both - [INFO] - [E:235| 200]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both +2023-06-22 03:32:17,239 - icews14_both - [INFO] - [E:235| 300]: Train Loss:0.0015044, Val MRR:0.45198, icews14_both +2023-06-22 03:33:19,998 - icews14_both - [INFO] - [E:235| 400]: Train Loss:0.0015043, Val MRR:0.45198, icews14_both +2023-06-22 03:34:22,761 - icews14_both - [INFO] - [E:235| 500]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both +2023-06-22 03:35:25,542 - icews14_both - [INFO] - [E:235| 600]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both +2023-06-22 03:36:28,249 - icews14_both - [INFO] - [E:235| 700]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both +2023-06-22 03:37:30,925 - icews14_both - [INFO] - [E:235| 800]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both +2023-06-22 03:38:33,713 - icews14_both - [INFO] - [E:235| 900]: Train Loss:0.0015049, Val MRR:0.45198, icews14_both +2023-06-22 03:39:17,852 - icews14_both - [INFO] - [Epoch:235]: Training Loss:0.001505 + +2023-06-22 03:39:18,066 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 03:39:31,680 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 03:39:45,087 - icews14_both - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.47471, Head : 0.42437, Avg : 0.44954 + +2023-06-22 03:39:45,088 - icews14_both - [INFO] - [Epoch 235]: Training Loss: 0.0015048, Valid MRR: 0.45198, + + + +2023-06-22 03:39:45,725 - icews14_both - [INFO] - [E:236| 0]: Train Loss:0.0015118, Val MRR:0.45198, icews14_both +2023-06-22 03:40:48,489 - icews14_both - [INFO] - [E:236| 100]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both +2023-06-22 03:41:51,182 - icews14_both - [INFO] - [E:236| 200]: Train Loss:0.0015041, Val MRR:0.45198, icews14_both +2023-06-22 03:42:53,986 - icews14_both - [INFO] - [E:236| 300]: Train Loss:0.001504, Val MRR:0.45198, icews14_both +2023-06-22 03:43:56,750 - icews14_both - [INFO] - [E:236| 400]: Train Loss:0.0015037, Val MRR:0.45198, icews14_both +2023-06-22 03:44:59,454 - icews14_both - [INFO] - [E:236| 500]: Train Loss:0.0015038, Val MRR:0.45198, icews14_both +2023-06-22 03:46:02,168 - icews14_both - [INFO] - [E:236| 600]: Train Loss:0.0015039, Val MRR:0.45198, icews14_both +2023-06-22 03:47:05,166 - icews14_both - [INFO] - [E:236| 700]: Train Loss:0.0015041, Val MRR:0.45198, icews14_both +2023-06-22 03:48:08,064 - icews14_both - [INFO] - [E:236| 800]: Train Loss:0.0015042, Val MRR:0.45198, icews14_both +2023-06-22 03:49:10,970 - icews14_both - [INFO] - [E:236| 900]: Train Loss:0.0015043, Val MRR:0.45198, icews14_both +2023-06-22 03:49:55,204 - icews14_both - [INFO] - [Epoch:236]: Training Loss:0.001504 + +2023-06-22 03:49:55,417 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 03:50:09,045 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 03:50:22,466 - icews14_both - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.47505, Head : 0.42427, Avg : 0.44966 + +2023-06-22 03:50:22,466 - icews14_both - [INFO] - [Epoch 236]: Training Loss: 0.0015044, Valid MRR: 0.45198, + + + +2023-06-22 03:50:23,105 - icews14_both - [INFO] - [E:237| 0]: Train Loss:0.0015222, Val MRR:0.45198, icews14_both +2023-06-22 03:51:25,989 - icews14_both - [INFO] - [E:237| 100]: Train Loss:0.0015038, Val MRR:0.45198, icews14_both +2023-06-22 03:52:28,898 - icews14_both - [INFO] - [E:237| 200]: Train Loss:0.0015043, Val MRR:0.45198, icews14_both +2023-06-22 03:53:31,806 - icews14_both - [INFO] - [E:237| 300]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both +2023-06-22 03:54:34,715 - icews14_both - [INFO] - [E:237| 400]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both +2023-06-22 03:55:37,588 - icews14_both - [INFO] - [E:237| 500]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both +2023-06-22 03:56:40,504 - icews14_both - [INFO] - [E:237| 600]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both +2023-06-22 03:57:43,358 - icews14_both - [INFO] - [E:237| 700]: Train Loss:0.0015044, Val MRR:0.45198, icews14_both +2023-06-22 03:58:46,239 - icews14_both - [INFO] - [E:237| 800]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both +2023-06-22 03:59:49,128 - icews14_both - [INFO] - [E:237| 900]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both +2023-06-22 04:00:33,365 - icews14_both - [INFO] - [Epoch:237]: Training Loss:0.001504 + +2023-06-22 04:00:33,578 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 04:00:47,213 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 04:01:00,639 - icews14_both - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.47857, Head : 0.42699, Avg : 0.45278 + +2023-06-22 04:01:01,963 - icews14_both - [INFO] - [Epoch 237]: Training Loss: 0.0015045, Valid MRR: 0.45278, + + + +2023-06-22 04:01:02,601 - icews14_both - [INFO] - [E:238| 0]: Train Loss:0.0014959, Val MRR:0.45278, icews14_both +2023-06-22 04:02:05,498 - icews14_both - [INFO] - [E:238| 100]: Train Loss:0.001504, Val MRR:0.45278, icews14_both +2023-06-22 04:03:08,384 - icews14_both - [INFO] - [E:238| 200]: Train Loss:0.0015047, Val MRR:0.45278, icews14_both +2023-06-22 04:04:11,273 - icews14_both - [INFO] - [E:238| 300]: Train Loss:0.0015049, Val MRR:0.45278, icews14_both +2023-06-22 04:05:14,193 - icews14_both - [INFO] - [E:238| 400]: Train Loss:0.0015047, Val MRR:0.45278, icews14_both +2023-06-22 04:06:17,008 - icews14_both - [INFO] - [E:238| 500]: Train Loss:0.0015044, Val MRR:0.45278, icews14_both +2023-06-22 04:07:19,798 - icews14_both - [INFO] - [E:238| 600]: Train Loss:0.0015044, Val MRR:0.45278, icews14_both +2023-06-22 04:08:22,600 - icews14_both - [INFO] - [E:238| 700]: Train Loss:0.0015043, Val MRR:0.45278, icews14_both +2023-06-22 04:09:25,391 - icews14_both - [INFO] - [E:238| 800]: Train Loss:0.0015044, Val MRR:0.45278, icews14_both +2023-06-22 04:10:28,192 - icews14_both - [INFO] - [E:238| 900]: Train Loss:0.0015042, Val MRR:0.45278, icews14_both +2023-06-22 04:11:12,420 - icews14_both - [INFO] - [Epoch:238]: Training Loss:0.001504 + +2023-06-22 04:11:12,635 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 04:11:26,286 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 04:11:39,716 - icews14_both - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.47393, Head : 0.42205, Avg : 0.44799 + +2023-06-22 04:11:39,716 - icews14_both - [INFO] - [Epoch 238]: Training Loss: 0.0015042, Valid MRR: 0.45278, + + + +2023-06-22 04:11:40,354 - icews14_both - [INFO] - [E:239| 0]: Train Loss:0.0014982, Val MRR:0.45278, icews14_both +2023-06-22 04:12:43,284 - icews14_both - [INFO] - [E:239| 100]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:13:46,200 - icews14_both - [INFO] - [E:239| 200]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:14:49,116 - icews14_both - [INFO] - [E:239| 300]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:15:52,046 - icews14_both - [INFO] - [E:239| 400]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both +2023-06-22 04:16:55,040 - icews14_both - [INFO] - [E:239| 500]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both +2023-06-22 04:17:58,049 - icews14_both - [INFO] - [E:239| 600]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both +2023-06-22 04:19:01,054 - icews14_both - [INFO] - [E:239| 700]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:20:04,032 - icews14_both - [INFO] - [E:239| 800]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:21:06,994 - icews14_both - [INFO] - [E:239| 900]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both +2023-06-22 04:21:51,273 - icews14_both - [INFO] - [Epoch:239]: Training Loss:0.001504 + +2023-06-22 04:21:51,486 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 04:22:05,144 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 04:22:18,580 - icews14_both - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.47698, Head : 0.42143, Avg : 0.44921 + MR: Tail : 587.94, Head : 713.65, Avg : 650.8 + Hit-1: Tail : 0.39363, Head : 0.33724, Avg : 0.36543 + Hit-3: Tail : 0.52264, Head : 0.4621, Avg : 0.49237 + Hit-10: Tail : 0.63212, Head : 0.58208, Avg : 0.6071 +2023-06-22 04:22:18,580 - icews14_both - [INFO] - [Epoch 239]: Training Loss: 0.0015039, Valid MRR: 0.45278, + + + +2023-06-22 04:22:19,220 - icews14_both - [INFO] - [E:240| 0]: Train Loss:0.0014964, Val MRR:0.45278, icews14_both +2023-06-22 04:23:22,184 - icews14_both - [INFO] - [E:240| 100]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both +2023-06-22 04:24:25,167 - icews14_both - [INFO] - [E:240| 200]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both +2023-06-22 04:25:28,133 - icews14_both - [INFO] - [E:240| 300]: Train Loss:0.0015034, Val MRR:0.45278, icews14_both +2023-06-22 04:26:31,092 - icews14_both - [INFO] - [E:240| 400]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both +2023-06-22 04:27:34,038 - icews14_both - [INFO] - [E:240| 500]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both +2023-06-22 04:28:37,000 - icews14_both - [INFO] - [E:240| 600]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both +2023-06-22 04:29:39,992 - icews14_both - [INFO] - [E:240| 700]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both +2023-06-22 04:30:43,001 - icews14_both - [INFO] - [E:240| 800]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:31:46,009 - icews14_both - [INFO] - [E:240| 900]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:32:30,311 - icews14_both - [INFO] - [Epoch:240]: Training Loss:0.001504 + +2023-06-22 04:32:30,524 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 04:32:44,171 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 04:32:57,604 - icews14_both - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.47839, Head : 0.42282, Avg : 0.4506 + +2023-06-22 04:32:57,604 - icews14_both - [INFO] - [Epoch 240]: Training Loss: 0.0015039, Valid MRR: 0.45278, + + + +2023-06-22 04:32:58,242 - icews14_both - [INFO] - [E:241| 0]: Train Loss:0.0014931, Val MRR:0.45278, icews14_both +2023-06-22 04:34:01,209 - icews14_both - [INFO] - [E:241| 100]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both +2023-06-22 04:35:04,178 - icews14_both - [INFO] - [E:241| 200]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both +2023-06-22 04:36:07,146 - icews14_both - [INFO] - [E:241| 300]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both +2023-06-22 04:37:10,112 - icews14_both - [INFO] - [E:241| 400]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both +2023-06-22 04:38:13,060 - icews14_both - [INFO] - [E:241| 500]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both +2023-06-22 04:39:16,018 - icews14_both - [INFO] - [E:241| 600]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:40:18,969 - icews14_both - [INFO] - [E:241| 700]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:41:21,913 - icews14_both - [INFO] - [E:241| 800]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both +2023-06-22 04:42:24,897 - icews14_both - [INFO] - [E:241| 900]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:43:09,187 - icews14_both - [INFO] - [Epoch:241]: Training Loss:0.001504 + +2023-06-22 04:43:09,401 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 04:43:23,082 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 04:43:36,537 - icews14_both - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.4782, Head : 0.42321, Avg : 0.45071 + +2023-06-22 04:43:36,537 - icews14_both - [INFO] - [Epoch 241]: Training Loss: 0.0015038, Valid MRR: 0.45278, + + + +2023-06-22 04:43:37,175 - icews14_both - [INFO] - [E:242| 0]: Train Loss:0.001509, Val MRR:0.45278, icews14_both +2023-06-22 04:44:40,209 - icews14_both - [INFO] - [E:242| 100]: Train Loss:0.0015025, Val MRR:0.45278, icews14_both +2023-06-22 04:45:43,194 - icews14_both - [INFO] - [E:242| 200]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both +2023-06-22 04:46:46,177 - icews14_both - [INFO] - [E:242| 300]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:47:49,151 - icews14_both - [INFO] - [E:242| 400]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:48:52,108 - icews14_both - [INFO] - [E:242| 500]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both +2023-06-22 04:49:55,071 - icews14_both - [INFO] - [E:242| 600]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both +2023-06-22 04:50:58,016 - icews14_both - [INFO] - [E:242| 700]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:52:00,984 - icews14_both - [INFO] - [E:242| 800]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both +2023-06-22 04:53:03,930 - icews14_both - [INFO] - [E:242| 900]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both +2023-06-22 04:53:48,202 - icews14_both - [INFO] - [Epoch:242]: Training Loss:0.001504 + +2023-06-22 04:53:48,416 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 04:54:02,054 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 04:54:15,484 - icews14_both - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.47531, Head : 0.42413, Avg : 0.44972 + +2023-06-22 04:54:15,484 - icews14_both - [INFO] - [Epoch 242]: Training Loss: 0.0015038, Valid MRR: 0.45278, + + + +2023-06-22 04:54:16,126 - icews14_both - [INFO] - [E:243| 0]: Train Loss:0.0014991, Val MRR:0.45278, icews14_both +2023-06-22 04:55:19,109 - icews14_both - [INFO] - [E:243| 100]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both +2023-06-22 04:56:22,199 - icews14_both - [INFO] - [E:243| 200]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both +2023-06-22 04:57:25,225 - icews14_both - [INFO] - [E:243| 300]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both +2023-06-22 04:58:28,209 - icews14_both - [INFO] - [E:243| 400]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both +2023-06-22 04:59:31,170 - icews14_both - [INFO] - [E:243| 500]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both +2023-06-22 05:00:34,136 - icews14_both - [INFO] - [E:243| 600]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both +2023-06-22 05:01:37,056 - icews14_both - [INFO] - [E:243| 700]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both +2023-06-22 05:02:39,994 - icews14_both - [INFO] - [E:243| 800]: Train Loss:0.0015034, Val MRR:0.45278, icews14_both +2023-06-22 05:03:42,929 - icews14_both - [INFO] - [E:243| 900]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both +2023-06-22 05:04:27,179 - icews14_both - [INFO] - [Epoch:243]: Training Loss:0.001503 + +2023-06-22 05:04:27,392 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 05:04:41,031 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 05:04:54,450 - icews14_both - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.47611, Head : 0.42248, Avg : 0.44929 + +2023-06-22 05:04:54,450 - icews14_both - [INFO] - [Epoch 243]: Training Loss: 0.0015035, Valid MRR: 0.45278, + + + +2023-06-22 05:04:55,089 - icews14_both - [INFO] - [E:244| 0]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both +2023-06-22 05:05:57,980 - icews14_both - [INFO] - [E:244| 100]: Train Loss:0.001504, Val MRR:0.45278, icews14_both +2023-06-22 05:07:00,883 - icews14_both - [INFO] - [E:244| 200]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both +2023-06-22 05:08:03,842 - icews14_both - [INFO] - [E:244| 300]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both +2023-06-22 05:09:06,809 - icews14_both - [INFO] - [E:244| 400]: Train Loss:0.0015033, Val MRR:0.45278, icews14_both +2023-06-22 05:10:09,799 - icews14_both - [INFO] - [E:244| 500]: Train Loss:0.0015031, Val MRR:0.45278, icews14_both +2023-06-22 05:11:12,775 - icews14_both - [INFO] - [E:244| 600]: Train Loss:0.0015033, Val MRR:0.45278, icews14_both +2023-06-22 05:12:15,742 - icews14_both - [INFO] - [E:244| 700]: Train Loss:0.0015031, Val MRR:0.45278, icews14_both +2023-06-22 05:13:18,703 - icews14_both - [INFO] - [E:244| 800]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both +2023-06-22 05:14:21,628 - icews14_both - [INFO] - [E:244| 900]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both +2023-06-22 05:15:05,924 - icews14_both - [INFO] - [Epoch:244]: Training Loss:0.001503 + +2023-06-22 05:15:06,139 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 05:15:19,779 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 05:15:33,197 - icews14_both - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.47508, Head : 0.42245, Avg : 0.44877 + +2023-06-22 05:15:33,197 - icews14_both - [INFO] - [Epoch 244]: Training Loss: 0.0015033, Valid MRR: 0.45278, + + + +2023-06-22 05:15:33,839 - icews14_both - [INFO] - [E:245| 0]: Train Loss:0.0015054, Val MRR:0.45278, icews14_both +2023-06-22 05:16:36,760 - icews14_both - [INFO] - [E:245| 100]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both +2023-06-22 05:17:39,715 - icews14_both - [INFO] - [E:245| 200]: Train Loss:0.0015031, Val MRR:0.45278, icews14_both +2023-06-22 05:18:42,657 - icews14_both - [INFO] - [E:245| 300]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both +2023-06-22 05:19:45,610 - icews14_both - [INFO] - [E:245| 400]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both +2023-06-22 05:20:48,568 - icews14_both - [INFO] - [E:245| 500]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both +2023-06-22 05:21:51,554 - icews14_both - [INFO] - [E:245| 600]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both +2023-06-22 05:22:54,548 - icews14_both - [INFO] - [E:245| 700]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both +2023-06-22 05:23:57,547 - icews14_both - [INFO] - [E:245| 800]: Train Loss:0.001503, Val MRR:0.45278, icews14_both +2023-06-22 05:25:00,518 - icews14_both - [INFO] - [E:245| 900]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both +2023-06-22 05:25:44,789 - icews14_both - [INFO] - [Epoch:245]: Training Loss:0.001503 + +2023-06-22 05:25:45,002 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 05:25:58,651 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 05:26:12,075 - icews14_both - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.47532, Head : 0.42274, Avg : 0.44903 + +2023-06-22 05:26:12,075 - icews14_both - [INFO] - [Epoch 245]: Training Loss: 0.0015029, Valid MRR: 0.45278, + + + +2023-06-22 05:26:12,718 - icews14_both - [INFO] - [E:246| 0]: Train Loss:0.0014933, Val MRR:0.45278, icews14_both +2023-06-22 05:27:15,691 - icews14_both - [INFO] - [E:246| 100]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both +2023-06-22 05:28:18,656 - icews14_both - [INFO] - [E:246| 200]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 05:29:21,618 - icews14_both - [INFO] - [E:246| 300]: Train Loss:0.0015025, Val MRR:0.45278, icews14_both +2023-06-22 05:30:24,588 - icews14_both - [INFO] - [E:246| 400]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both +2023-06-22 05:31:27,552 - icews14_both - [INFO] - [E:246| 500]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both +2023-06-22 05:32:30,500 - icews14_both - [INFO] - [E:246| 600]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both +2023-06-22 05:33:33,510 - icews14_both - [INFO] - [E:246| 700]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both +2023-06-22 05:34:36,489 - icews14_both - [INFO] - [E:246| 800]: Train Loss:0.001503, Val MRR:0.45278, icews14_both +2023-06-22 05:35:39,494 - icews14_both - [INFO] - [E:246| 900]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both +2023-06-22 05:36:23,826 - icews14_both - [INFO] - [Epoch:246]: Training Loss:0.001503 + +2023-06-22 05:36:24,040 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 05:36:37,681 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 05:36:51,116 - icews14_both - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.4753, Head : 0.42147, Avg : 0.44839 + +2023-06-22 05:36:51,116 - icews14_both - [INFO] - [Epoch 246]: Training Loss: 0.0015029, Valid MRR: 0.45278, + + + +2023-06-22 05:36:51,755 - icews14_both - [INFO] - [E:247| 0]: Train Loss:0.0015033, Val MRR:0.45278, icews14_both +2023-06-22 05:37:54,738 - icews14_both - [INFO] - [E:247| 100]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both +2023-06-22 05:38:57,707 - icews14_both - [INFO] - [E:247| 200]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both +2023-06-22 05:40:00,674 - icews14_both - [INFO] - [E:247| 300]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 05:41:03,642 - icews14_both - [INFO] - [E:247| 400]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 05:42:06,613 - icews14_both - [INFO] - [E:247| 500]: Train Loss:0.001502, Val MRR:0.45278, icews14_both +2023-06-22 05:43:09,574 - icews14_both - [INFO] - [E:247| 600]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both +2023-06-22 05:44:12,542 - icews14_both - [INFO] - [E:247| 700]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both +2023-06-22 05:45:15,475 - icews14_both - [INFO] - [E:247| 800]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both +2023-06-22 05:46:18,434 - icews14_both - [INFO] - [E:247| 900]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both +2023-06-22 05:47:02,773 - icews14_both - [INFO] - [Epoch:247]: Training Loss:0.001503 + +2023-06-22 05:47:02,986 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 05:47:16,643 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 05:47:30,088 - icews14_both - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.47511, Head : 0.42516, Avg : 0.45013 + +2023-06-22 05:47:30,088 - icews14_both - [INFO] - [Epoch 247]: Training Loss: 0.0015026, Valid MRR: 0.45278, + + + +2023-06-22 05:47:30,733 - icews14_both - [INFO] - [E:248| 0]: Train Loss:0.0014958, Val MRR:0.45278, icews14_both +2023-06-22 05:48:33,725 - icews14_both - [INFO] - [E:248| 100]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both +2023-06-22 05:49:36,582 - icews14_both - [INFO] - [E:248| 200]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both +2023-06-22 05:50:39,414 - icews14_both - [INFO] - [E:248| 300]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both +2023-06-22 05:51:42,224 - icews14_both - [INFO] - [E:248| 400]: Train Loss:0.0015025, Val MRR:0.45278, icews14_both +2023-06-22 05:52:45,049 - icews14_both - [INFO] - [E:248| 500]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both +2023-06-22 05:53:47,864 - icews14_both - [INFO] - [E:248| 600]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both +2023-06-22 05:54:50,656 - icews14_both - [INFO] - [E:248| 700]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both +2023-06-22 05:55:53,458 - icews14_both - [INFO] - [E:248| 800]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both +2023-06-22 05:56:56,339 - icews14_both - [INFO] - [E:248| 900]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both +2023-06-22 05:57:40,625 - icews14_both - [INFO] - [Epoch:248]: Training Loss:0.001503 + +2023-06-22 05:57:40,838 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 05:57:54,465 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 05:58:07,893 - icews14_both - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.47734, Head : 0.42747, Avg : 0.45241 + +2023-06-22 05:58:07,893 - icews14_both - [INFO] - [Epoch 248]: Training Loss: 0.0015027, Valid MRR: 0.45278, + + + +2023-06-22 05:58:08,538 - icews14_both - [INFO] - [E:249| 0]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both +2023-06-22 05:59:11,494 - icews14_both - [INFO] - [E:249| 100]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 06:00:14,497 - icews14_both - [INFO] - [E:249| 200]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both +2023-06-22 06:01:17,498 - icews14_both - [INFO] - [E:249| 300]: Train Loss:0.001502, Val MRR:0.45278, icews14_both +2023-06-22 06:02:20,482 - icews14_both - [INFO] - [E:249| 400]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both +2023-06-22 06:03:23,456 - icews14_both - [INFO] - [E:249| 500]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both +2023-06-22 06:04:26,421 - icews14_both - [INFO] - [E:249| 600]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both +2023-06-22 06:05:29,368 - icews14_both - [INFO] - [E:249| 700]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both +2023-06-22 06:06:32,322 - icews14_both - [INFO] - [E:249| 800]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both +2023-06-22 06:07:35,284 - icews14_both - [INFO] - [E:249| 900]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both +2023-06-22 06:08:19,555 - icews14_both - [INFO] - [Epoch:249]: Training Loss:0.001502 + +2023-06-22 06:08:19,768 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 06:08:33,412 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 06:08:46,838 - icews14_both - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.47855, Head : 0.42334, Avg : 0.45094 + MR: Tail : 568.87, Head : 683.82, Avg : 626.35 + Hit-1: Tail : 0.39631, Head : 0.34005, Avg : 0.36818 + Hit-3: Tail : 0.52118, Head : 0.46308, Avg : 0.49213 + Hit-10: Tail : 0.6309, Head : 0.58074, Avg : 0.60582 +2023-06-22 06:08:46,838 - icews14_both - [INFO] - [Epoch 249]: Training Loss: 0.0015024, Valid MRR: 0.45278, + + + +2023-06-22 06:08:47,478 - icews14_both - [INFO] - [E:250| 0]: Train Loss:0.0015076, Val MRR:0.45278, icews14_both +2023-06-22 06:09:50,399 - icews14_both - [INFO] - [E:250| 100]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 06:10:53,354 - icews14_both - [INFO] - [E:250| 200]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 06:11:56,314 - icews14_both - [INFO] - [E:250| 300]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both +2023-06-22 06:12:59,281 - icews14_both - [INFO] - [E:250| 400]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:14:02,275 - icews14_both - [INFO] - [E:250| 500]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:15:05,234 - icews14_both - [INFO] - [E:250| 600]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:16:08,189 - icews14_both - [INFO] - [E:250| 700]: Train Loss:0.001502, Val MRR:0.45278, icews14_both +2023-06-22 06:17:11,093 - icews14_both - [INFO] - [E:250| 800]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both +2023-06-22 06:18:14,093 - icews14_both - [INFO] - [E:250| 900]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both +2023-06-22 06:18:58,276 - icews14_both - [INFO] - [Epoch:250]: Training Loss:0.001502 + +2023-06-22 06:18:58,489 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 06:19:12,110 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 06:19:25,520 - icews14_both - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.47921, Head : 0.4251, Avg : 0.45215 + +2023-06-22 06:19:25,520 - icews14_both - [INFO] - [Epoch 250]: Training Loss: 0.0015023, Valid MRR: 0.45278, + + + +2023-06-22 06:19:26,157 - icews14_both - [INFO] - [E:251| 0]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both +2023-06-22 06:20:28,957 - icews14_both - [INFO] - [E:251| 100]: Train Loss:0.0015013, Val MRR:0.45278, icews14_both +2023-06-22 06:21:32,487 - icews14_both - [INFO] - [E:251| 200]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both +2023-06-22 06:22:36,319 - icews14_both - [INFO] - [E:251| 300]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:23:39,222 - icews14_both - [INFO] - [E:251| 400]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:24:43,658 - icews14_both - [INFO] - [E:251| 500]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both +2023-06-22 06:25:48,900 - icews14_both - [INFO] - [E:251| 600]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both +2023-06-22 06:26:54,094 - icews14_both - [INFO] - [E:251| 700]: Train Loss:0.001502, Val MRR:0.45278, icews14_both +2023-06-22 06:27:57,129 - icews14_both - [INFO] - [E:251| 800]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both +2023-06-22 06:29:00,118 - icews14_both - [INFO] - [E:251| 900]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both +2023-06-22 06:29:44,401 - icews14_both - [INFO] - [Epoch:251]: Training Loss:0.001502 + +2023-06-22 06:29:44,614 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 06:29:58,247 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 06:30:11,676 - icews14_both - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.47698, Head : 0.4249, Avg : 0.45094 + +2023-06-22 06:30:11,676 - icews14_both - [INFO] - [Epoch 251]: Training Loss: 0.0015022, Valid MRR: 0.45278, + + + +2023-06-22 06:30:12,315 - icews14_both - [INFO] - [E:252| 0]: Train Loss:0.0015006, Val MRR:0.45278, icews14_both +2023-06-22 06:31:15,289 - icews14_both - [INFO] - [E:252| 100]: Train Loss:0.0015013, Val MRR:0.45278, icews14_both +2023-06-22 06:32:18,254 - icews14_both - [INFO] - [E:252| 200]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both +2023-06-22 06:33:21,227 - icews14_both - [INFO] - [E:252| 300]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 06:34:24,204 - icews14_both - [INFO] - [E:252| 400]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both +2023-06-22 06:35:27,111 - icews14_both - [INFO] - [E:252| 500]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both +2023-06-22 06:36:30,019 - icews14_both - [INFO] - [E:252| 600]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both +2023-06-22 06:37:32,940 - icews14_both - [INFO] - [E:252| 700]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 06:38:35,938 - icews14_both - [INFO] - [E:252| 800]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 06:39:38,934 - icews14_both - [INFO] - [E:252| 900]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 06:40:23,225 - icews14_both - [INFO] - [Epoch:252]: Training Loss:0.001502 + +2023-06-22 06:40:23,439 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 06:40:37,092 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 06:40:50,548 - icews14_both - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.47774, Head : 0.42373, Avg : 0.45073 + +2023-06-22 06:40:50,548 - icews14_both - [INFO] - [Epoch 252]: Training Loss: 0.001502, Valid MRR: 0.45278, + + + +2023-06-22 06:40:51,191 - icews14_both - [INFO] - [E:253| 0]: Train Loss:0.001499, Val MRR:0.45278, icews14_both +2023-06-22 06:41:54,167 - icews14_both - [INFO] - [E:253| 100]: Train Loss:0.0015013, Val MRR:0.45278, icews14_both +2023-06-22 06:42:57,132 - icews14_both - [INFO] - [E:253| 200]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:44:00,124 - icews14_both - [INFO] - [E:253| 300]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both +2023-06-22 06:45:03,125 - icews14_both - [INFO] - [E:253| 400]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:46:06,119 - icews14_both - [INFO] - [E:253| 500]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:47:09,095 - icews14_both - [INFO] - [E:253| 600]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 06:48:12,068 - icews14_both - [INFO] - [E:253| 700]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:49:15,047 - icews14_both - [INFO] - [E:253| 800]: Train Loss:0.001502, Val MRR:0.45278, icews14_both +2023-06-22 06:50:18,016 - icews14_both - [INFO] - [E:253| 900]: Train Loss:0.001502, Val MRR:0.45278, icews14_both +2023-06-22 06:51:02,297 - icews14_both - [INFO] - [Epoch:253]: Training Loss:0.001502 + +2023-06-22 06:51:02,511 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 06:51:16,164 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 06:51:29,609 - icews14_both - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.47976, Head : 0.4241, Avg : 0.45193 + +2023-06-22 06:51:29,609 - icews14_both - [INFO] - [Epoch 253]: Training Loss: 0.001502, Valid MRR: 0.45278, + + + +2023-06-22 06:51:30,251 - icews14_both - [INFO] - [E:254| 0]: Train Loss:0.0014912, Val MRR:0.45278, icews14_both +2023-06-22 06:52:33,239 - icews14_both - [INFO] - [E:254| 100]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 06:53:36,221 - icews14_both - [INFO] - [E:254| 200]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both +2023-06-22 06:54:39,225 - icews14_both - [INFO] - [E:254| 300]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both +2023-06-22 06:55:42,194 - icews14_both - [INFO] - [E:254| 400]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:56:45,170 - icews14_both - [INFO] - [E:254| 500]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both +2023-06-22 06:57:48,179 - icews14_both - [INFO] - [E:254| 600]: Train Loss:0.001502, Val MRR:0.45278, icews14_both +2023-06-22 06:58:51,076 - icews14_both - [INFO] - [E:254| 700]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 06:59:53,999 - icews14_both - [INFO] - [E:254| 800]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 07:00:56,954 - icews14_both - [INFO] - [E:254| 900]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both +2023-06-22 07:01:41,272 - icews14_both - [INFO] - [Epoch:254]: Training Loss:0.001502 + +2023-06-22 07:01:41,485 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 07:01:55,143 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 07:02:08,591 - icews14_both - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.47804, Head : 0.42353, Avg : 0.45079 + +2023-06-22 07:02:08,591 - icews14_both - [INFO] - [Epoch 254]: Training Loss: 0.0015019, Valid MRR: 0.45278, + + + +2023-06-22 07:02:09,232 - icews14_both - [INFO] - [E:255| 0]: Train Loss:0.0015042, Val MRR:0.45278, icews14_both +2023-06-22 07:03:12,208 - icews14_both - [INFO] - [E:255| 100]: Train Loss:0.0015015, Val MRR:0.45278, icews14_both +2023-06-22 07:04:15,211 - icews14_both - [INFO] - [E:255| 200]: Train Loss:0.0015011, Val MRR:0.45278, icews14_both +2023-06-22 07:05:18,253 - icews14_both - [INFO] - [E:255| 300]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 07:06:21,284 - icews14_both - [INFO] - [E:255| 400]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 07:07:24,277 - icews14_both - [INFO] - [E:255| 500]: Train Loss:0.0015013, Val MRR:0.45278, icews14_both +2023-06-22 07:08:27,277 - icews14_both - [INFO] - [E:255| 600]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both +2023-06-22 07:09:30,260 - icews14_both - [INFO] - [E:255| 700]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 07:10:33,256 - icews14_both - [INFO] - [E:255| 800]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both +2023-06-22 07:11:36,238 - icews14_both - [INFO] - [E:255| 900]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both +2023-06-22 07:12:20,535 - icews14_both - [INFO] - [Epoch:255]: Training Loss:0.001502 + +2023-06-22 07:12:20,748 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 07:12:34,389 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 07:12:47,825 - icews14_both - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.47833, Head : 0.42199, Avg : 0.45016 + +2023-06-22 07:12:47,825 - icews14_both - [INFO] - [Epoch 255]: Training Loss: 0.0015018, Valid MRR: 0.45278, + + + +2023-06-22 07:12:48,464 - icews14_both - [INFO] - [E:256| 0]: Train Loss:0.0015052, Val MRR:0.45278, icews14_both +2023-06-22 07:13:51,433 - icews14_both - [INFO] - [E:256| 100]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both +2023-06-22 07:14:54,407 - icews14_both - [INFO] - [E:256| 200]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 07:15:57,395 - icews14_both - [INFO] - [E:256| 300]: Train Loss:0.0015015, Val MRR:0.45278, icews14_both +2023-06-22 07:17:00,398 - icews14_both - [INFO] - [E:256| 400]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 07:18:03,425 - icews14_both - [INFO] - [E:256| 500]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 07:19:06,702 - icews14_both - [INFO] - [E:256| 600]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 07:20:09,689 - icews14_both - [INFO] - [E:256| 700]: Train Loss:0.0015015, Val MRR:0.45278, icews14_both +2023-06-22 07:21:12,640 - icews14_both - [INFO] - [E:256| 800]: Train Loss:0.0015015, Val MRR:0.45278, icews14_both +2023-06-22 07:22:15,560 - icews14_both - [INFO] - [E:256| 900]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both +2023-06-22 07:22:59,821 - icews14_both - [INFO] - [Epoch:256]: Training Loss:0.001501 + +2023-06-22 07:23:00,034 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 07:23:13,682 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 07:23:27,124 - icews14_both - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.48169, Head : 0.4273, Avg : 0.4545 + +2023-06-22 07:23:28,447 - icews14_both - [INFO] - [Epoch 256]: Training Loss: 0.0015015, Valid MRR: 0.4545, + + + +2023-06-22 07:23:29,093 - icews14_both - [INFO] - [E:257| 0]: Train Loss:0.0015079, Val MRR:0.4545, icews14_both +2023-06-22 07:24:32,109 - icews14_both - [INFO] - [E:257| 100]: Train Loss:0.0014998, Val MRR:0.4545, icews14_both +2023-06-22 07:25:35,051 - icews14_both - [INFO] - [E:257| 200]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 07:26:37,946 - icews14_both - [INFO] - [E:257| 300]: Train Loss:0.001501, Val MRR:0.4545, icews14_both +2023-06-22 07:27:40,935 - icews14_both - [INFO] - [E:257| 400]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 07:28:43,879 - icews14_both - [INFO] - [E:257| 500]: Train Loss:0.0015012, Val MRR:0.4545, icews14_both +2023-06-22 07:29:46,939 - icews14_both - [INFO] - [E:257| 600]: Train Loss:0.0015014, Val MRR:0.4545, icews14_both +2023-06-22 07:30:49,987 - icews14_both - [INFO] - [E:257| 700]: Train Loss:0.0015015, Val MRR:0.4545, icews14_both +2023-06-22 07:31:53,082 - icews14_both - [INFO] - [E:257| 800]: Train Loss:0.0015016, Val MRR:0.4545, icews14_both +2023-06-22 07:32:56,026 - icews14_both - [INFO] - [E:257| 900]: Train Loss:0.0015016, Val MRR:0.4545, icews14_both +2023-06-22 07:33:40,377 - icews14_both - [INFO] - [Epoch:257]: Training Loss:0.001502 + +2023-06-22 07:33:40,593 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 07:33:54,244 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 07:34:07,679 - icews14_both - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.4798, Head : 0.42661, Avg : 0.45321 + +2023-06-22 07:34:07,679 - icews14_both - [INFO] - [Epoch 257]: Training Loss: 0.0015016, Valid MRR: 0.4545, + + + +2023-06-22 07:34:08,320 - icews14_both - [INFO] - [E:258| 0]: Train Loss:0.0014918, Val MRR:0.4545, icews14_both +2023-06-22 07:35:11,366 - icews14_both - [INFO] - [E:258| 100]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both +2023-06-22 07:36:14,437 - icews14_both - [INFO] - [E:258| 200]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 07:37:17,393 - icews14_both - [INFO] - [E:258| 300]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 07:38:20,353 - icews14_both - [INFO] - [E:258| 400]: Train Loss:0.0015009, Val MRR:0.4545, icews14_both +2023-06-22 07:39:23,407 - icews14_both - [INFO] - [E:258| 500]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 07:40:26,399 - icews14_both - [INFO] - [E:258| 600]: Train Loss:0.0015012, Val MRR:0.4545, icews14_both +2023-06-22 07:41:29,526 - icews14_both - [INFO] - [E:258| 700]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 07:42:32,807 - icews14_both - [INFO] - [E:258| 800]: Train Loss:0.001501, Val MRR:0.4545, icews14_both +2023-06-22 07:43:35,878 - icews14_both - [INFO] - [E:258| 900]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 07:44:20,234 - icews14_both - [INFO] - [Epoch:258]: Training Loss:0.001501 + +2023-06-22 07:44:20,447 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 07:44:34,115 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 07:44:47,565 - icews14_both - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.47385, Head : 0.41959, Avg : 0.44672 + +2023-06-22 07:44:47,565 - icews14_both - [INFO] - [Epoch 258]: Training Loss: 0.0015012, Valid MRR: 0.4545, + + + +2023-06-22 07:44:48,205 - icews14_both - [INFO] - [E:259| 0]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both +2023-06-22 07:45:51,235 - icews14_both - [INFO] - [E:259| 100]: Train Loss:0.0015015, Val MRR:0.4545, icews14_both +2023-06-22 07:46:54,307 - icews14_both - [INFO] - [E:259| 200]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both +2023-06-22 07:47:57,383 - icews14_both - [INFO] - [E:259| 300]: Train Loss:0.0015012, Val MRR:0.4545, icews14_both +2023-06-22 07:49:00,301 - icews14_both - [INFO] - [E:259| 400]: Train Loss:0.0015013, Val MRR:0.4545, icews14_both +2023-06-22 07:50:03,297 - icews14_both - [INFO] - [E:259| 500]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 07:51:06,300 - icews14_both - [INFO] - [E:259| 600]: Train Loss:0.001501, Val MRR:0.4545, icews14_both +2023-06-22 07:52:09,264 - icews14_both - [INFO] - [E:259| 700]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 07:53:12,293 - icews14_both - [INFO] - [E:259| 800]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 07:54:15,459 - icews14_both - [INFO] - [E:259| 900]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 07:54:59,856 - icews14_both - [INFO] - [Epoch:259]: Training Loss:0.001501 + +2023-06-22 07:55:00,071 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 07:55:13,742 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 07:55:27,194 - icews14_both - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.47742, Head : 0.42329, Avg : 0.45036 + MR: Tail : 618.93, Head : 707.92, Avg : 663.42 + Hit-1: Tail : 0.39497, Head : 0.34163, Avg : 0.3683 + Hit-3: Tail : 0.52325, Head : 0.46174, Avg : 0.49249 + Hit-10: Tail : 0.63347, Head : 0.5794, Avg : 0.60643 +2023-06-22 07:55:27,195 - icews14_both - [INFO] - [Epoch 259]: Training Loss: 0.0015012, Valid MRR: 0.4545, + + + +2023-06-22 07:55:27,835 - icews14_both - [INFO] - [E:260| 0]: Train Loss:0.0015014, Val MRR:0.4545, icews14_both +2023-06-22 07:56:30,927 - icews14_both - [INFO] - [E:260| 100]: Train Loss:0.0015016, Val MRR:0.4545, icews14_both +2023-06-22 07:57:33,972 - icews14_both - [INFO] - [E:260| 200]: Train Loss:0.001501, Val MRR:0.4545, icews14_both +2023-06-22 07:58:36,914 - icews14_both - [INFO] - [E:260| 300]: Train Loss:0.001501, Val MRR:0.4545, icews14_both +2023-06-22 07:59:40,080 - icews14_both - [INFO] - [E:260| 400]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:00:43,224 - icews14_both - [INFO] - [E:260| 500]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 08:01:46,240 - icews14_both - [INFO] - [E:260| 600]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 08:02:49,349 - icews14_both - [INFO] - [E:260| 700]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:03:52,403 - icews14_both - [INFO] - [E:260| 800]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:04:55,348 - icews14_both - [INFO] - [E:260| 900]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both +2023-06-22 08:05:39,619 - icews14_both - [INFO] - [Epoch:260]: Training Loss:0.001501 + +2023-06-22 08:05:39,833 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 08:05:53,491 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 08:06:06,940 - icews14_both - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.47773, Head : 0.4207, Avg : 0.44921 + +2023-06-22 08:06:06,940 - icews14_both - [INFO] - [Epoch 260]: Training Loss: 0.0015008, Valid MRR: 0.4545, + + + +2023-06-22 08:06:07,579 - icews14_both - [INFO] - [E:261| 0]: Train Loss:0.0015061, Val MRR:0.4545, icews14_both +2023-06-22 08:07:10,735 - icews14_both - [INFO] - [E:261| 100]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both +2023-06-22 08:08:13,960 - icews14_both - [INFO] - [E:261| 200]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both +2023-06-22 08:09:17,185 - icews14_both - [INFO] - [E:261| 300]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both +2023-06-22 08:10:20,196 - icews14_both - [INFO] - [E:261| 400]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both +2023-06-22 08:11:23,170 - icews14_both - [INFO] - [E:261| 500]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:12:26,263 - icews14_both - [INFO] - [E:261| 600]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:13:29,259 - icews14_both - [INFO] - [E:261| 700]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both +2023-06-22 08:14:32,301 - icews14_both - [INFO] - [E:261| 800]: Train Loss:0.0015009, Val MRR:0.4545, icews14_both +2023-06-22 08:15:35,345 - icews14_both - [INFO] - [E:261| 900]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 08:16:19,748 - icews14_both - [INFO] - [Epoch:261]: Training Loss:0.001501 + +2023-06-22 08:16:19,964 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 08:16:33,604 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 08:16:47,027 - icews14_both - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.4798, Head : 0.42379, Avg : 0.45179 + +2023-06-22 08:16:47,027 - icews14_both - [INFO] - [Epoch 261]: Training Loss: 0.001501, Valid MRR: 0.4545, + + + +2023-06-22 08:16:47,667 - icews14_both - [INFO] - [E:262| 0]: Train Loss:0.0015086, Val MRR:0.4545, icews14_both +2023-06-22 08:17:50,630 - icews14_both - [INFO] - [E:262| 100]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both +2023-06-22 08:18:53,632 - icews14_both - [INFO] - [E:262| 200]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 08:19:56,798 - icews14_both - [INFO] - [E:262| 300]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 08:20:59,931 - icews14_both - [INFO] - [E:262| 400]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 08:22:02,966 - icews14_both - [INFO] - [E:262| 500]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both +2023-06-22 08:23:06,148 - icews14_both - [INFO] - [E:262| 600]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 08:24:09,089 - icews14_both - [INFO] - [E:262| 700]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 08:25:12,001 - icews14_both - [INFO] - [E:262| 800]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 08:26:14,984 - icews14_both - [INFO] - [E:262| 900]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both +2023-06-22 08:26:59,258 - icews14_both - [INFO] - [Epoch:262]: Training Loss:0.001501 + +2023-06-22 08:26:59,471 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 08:27:13,136 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 08:27:26,570 - icews14_both - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.47907, Head : 0.42478, Avg : 0.45192 + +2023-06-22 08:27:26,570 - icews14_both - [INFO] - [Epoch 262]: Training Loss: 0.0015007, Valid MRR: 0.4545, + + + +2023-06-22 08:27:27,209 - icews14_both - [INFO] - [E:263| 0]: Train Loss:0.0015055, Val MRR:0.4545, icews14_both +2023-06-22 08:28:30,153 - icews14_both - [INFO] - [E:263| 100]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 08:29:33,100 - icews14_both - [INFO] - [E:263| 200]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both +2023-06-22 08:30:36,178 - icews14_both - [INFO] - [E:263| 300]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 08:31:39,140 - icews14_both - [INFO] - [E:263| 400]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 08:32:42,219 - icews14_both - [INFO] - [E:263| 500]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:33:45,443 - icews14_both - [INFO] - [E:263| 600]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:34:48,559 - icews14_both - [INFO] - [E:263| 700]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both +2023-06-22 08:35:51,697 - icews14_both - [INFO] - [E:263| 800]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both +2023-06-22 08:36:54,703 - icews14_both - [INFO] - [E:263| 900]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both +2023-06-22 08:37:39,037 - icews14_both - [INFO] - [Epoch:263]: Training Loss:0.001501 + +2023-06-22 08:37:39,251 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 08:37:52,904 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 08:38:06,362 - icews14_both - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.47846, Head : 0.4218, Avg : 0.45013 + +2023-06-22 08:38:06,362 - icews14_both - [INFO] - [Epoch 263]: Training Loss: 0.0015006, Valid MRR: 0.4545, + + + +2023-06-22 08:38:07,003 - icews14_both - [INFO] - [E:264| 0]: Train Loss:0.0014885, Val MRR:0.4545, icews14_both +2023-06-22 08:39:10,061 - icews14_both - [INFO] - [E:264| 100]: Train Loss:0.0015009, Val MRR:0.4545, icews14_both +2023-06-22 08:40:12,964 - icews14_both - [INFO] - [E:264| 200]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:41:15,883 - icews14_both - [INFO] - [E:264| 300]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both +2023-06-22 08:42:18,825 - icews14_both - [INFO] - [E:264| 400]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 08:43:21,701 - icews14_both - [INFO] - [E:264| 500]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:44:24,582 - icews14_both - [INFO] - [E:264| 600]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both +2023-06-22 08:45:27,701 - icews14_both - [INFO] - [E:264| 700]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both +2023-06-22 08:46:30,765 - icews14_both - [INFO] - [E:264| 800]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both +2023-06-22 08:47:33,844 - icews14_both - [INFO] - [E:264| 900]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:48:18,191 - icews14_both - [INFO] - [Epoch:264]: Training Loss:0.001501 + +2023-06-22 08:48:18,407 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 08:48:32,088 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 08:48:45,551 - icews14_both - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.47992, Head : 0.42466, Avg : 0.45229 + +2023-06-22 08:48:45,551 - icews14_both - [INFO] - [Epoch 264]: Training Loss: 0.0015008, Valid MRR: 0.4545, + + + +2023-06-22 08:48:46,195 - icews14_both - [INFO] - [E:265| 0]: Train Loss:0.0014884, Val MRR:0.4545, icews14_both +2023-06-22 08:49:49,204 - icews14_both - [INFO] - [E:265| 100]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both +2023-06-22 08:50:52,192 - icews14_both - [INFO] - [E:265| 200]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both +2023-06-22 08:51:55,186 - icews14_both - [INFO] - [E:265| 300]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both +2023-06-22 08:52:58,174 - icews14_both - [INFO] - [E:265| 400]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 08:54:01,186 - icews14_both - [INFO] - [E:265| 500]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 08:55:04,216 - icews14_both - [INFO] - [E:265| 600]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both +2023-06-22 08:56:07,263 - icews14_both - [INFO] - [E:265| 700]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both +2023-06-22 08:57:10,315 - icews14_both - [INFO] - [E:265| 800]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both +2023-06-22 08:58:13,745 - icews14_both - [INFO] - [E:265| 900]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both +2023-06-22 08:58:58,310 - icews14_both - [INFO] - [Epoch:265]: Training Loss:0.0015 + +2023-06-22 08:58:58,529 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 08:59:12,214 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 08:59:25,688 - icews14_both - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.47963, Head : 0.42055, Avg : 0.45009 + +2023-06-22 08:59:25,688 - icews14_both - [INFO] - [Epoch 265]: Training Loss: 0.0015004, Valid MRR: 0.4545, + + + +2023-06-22 08:59:26,336 - icews14_both - [INFO] - [E:266| 0]: Train Loss:0.0015042, Val MRR:0.4545, icews14_both +2023-06-22 09:00:29,365 - icews14_both - [INFO] - [E:266| 100]: Train Loss:0.0015014, Val MRR:0.4545, icews14_both +2023-06-22 09:01:32,454 - icews14_both - [INFO] - [E:266| 200]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both +2023-06-22 09:02:35,567 - icews14_both - [INFO] - [E:266| 300]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 09:03:38,676 - icews14_both - [INFO] - [E:266| 400]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 09:04:41,669 - icews14_both - [INFO] - [E:266| 500]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 09:05:44,931 - icews14_both - [INFO] - [E:266| 600]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 09:06:48,020 - icews14_both - [INFO] - [E:266| 700]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 09:07:51,098 - icews14_both - [INFO] - [E:266| 800]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both +2023-06-22 09:08:54,148 - icews14_both - [INFO] - [E:266| 900]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 09:09:38,478 - icews14_both - [INFO] - [Epoch:266]: Training Loss:0.0015 + +2023-06-22 09:09:38,692 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 09:09:52,366 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 09:10:05,817 - icews14_both - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.47854, Head : 0.42348, Avg : 0.45101 + +2023-06-22 09:10:05,817 - icews14_both - [INFO] - [Epoch 266]: Training Loss: 0.0015004, Valid MRR: 0.4545, + + + +2023-06-22 09:10:06,457 - icews14_both - [INFO] - [E:267| 0]: Train Loss:0.0014912, Val MRR:0.4545, icews14_both +2023-06-22 09:11:09,473 - icews14_both - [INFO] - [E:267| 100]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 09:12:12,531 - icews14_both - [INFO] - [E:267| 200]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both +2023-06-22 09:13:15,637 - icews14_both - [INFO] - [E:267| 300]: Train Loss:0.0015, Val MRR:0.4545, icews14_both +2023-06-22 09:14:18,652 - icews14_both - [INFO] - [E:267| 400]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both +2023-06-22 09:15:21,684 - icews14_both - [INFO] - [E:267| 500]: Train Loss:0.0015, Val MRR:0.4545, icews14_both +2023-06-22 09:16:24,683 - icews14_both - [INFO] - [E:267| 600]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both +2023-06-22 09:17:27,678 - icews14_both - [INFO] - [E:267| 700]: Train Loss:0.0015, Val MRR:0.4545, icews14_both +2023-06-22 09:18:30,628 - icews14_both - [INFO] - [E:267| 800]: Train Loss:0.0015, Val MRR:0.4545, icews14_both +2023-06-22 09:19:33,596 - icews14_both - [INFO] - [E:267| 900]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both +2023-06-22 09:20:17,873 - icews14_both - [INFO] - [Epoch:267]: Training Loss:0.0015 + +2023-06-22 09:20:18,086 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 09:20:31,713 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 09:20:45,142 - icews14_both - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.47919, Head : 0.42212, Avg : 0.45066 + +2023-06-22 09:20:45,142 - icews14_both - [INFO] - [Epoch 267]: Training Loss: 0.0015003, Valid MRR: 0.4545, + + + +2023-06-22 09:20:45,783 - icews14_both - [INFO] - [E:268| 0]: Train Loss:0.001498, Val MRR:0.4545, icews14_both +2023-06-22 09:21:48,748 - icews14_both - [INFO] - [E:268| 100]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both +2023-06-22 09:22:51,679 - icews14_both - [INFO] - [E:268| 200]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both +2023-06-22 09:23:54,627 - icews14_both - [INFO] - [E:268| 300]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both +2023-06-22 09:24:57,605 - icews14_both - [INFO] - [E:268| 400]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both +2023-06-22 09:26:00,702 - icews14_both - [INFO] - [E:268| 500]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both +2023-06-22 09:27:03,724 - icews14_both - [INFO] - [E:268| 600]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both +2023-06-22 09:28:06,698 - icews14_both - [INFO] - [E:268| 700]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both +2023-06-22 09:29:09,669 - icews14_both - [INFO] - [E:268| 800]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both +2023-06-22 09:30:12,631 - icews14_both - [INFO] - [E:268| 900]: Train Loss:0.0015, Val MRR:0.4545, icews14_both +2023-06-22 09:30:56,899 - icews14_both - [INFO] - [Epoch:268]: Training Loss:0.0015 + +2023-06-22 09:30:57,113 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 09:31:10,773 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 09:31:24,213 - icews14_both - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.47605, Head : 0.42315, Avg : 0.4496 + +2023-06-22 09:31:24,213 - icews14_both - [INFO] - [Epoch 268]: Training Loss: 0.0015, Valid MRR: 0.4545, + + + +2023-06-22 09:31:24,851 - icews14_both - [INFO] - [E:269| 0]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 09:32:27,792 - icews14_both - [INFO] - [E:269| 100]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 09:33:30,781 - icews14_both - [INFO] - [E:269| 200]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 09:34:33,631 - icews14_both - [INFO] - [E:269| 300]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 09:35:36,557 - icews14_both - [INFO] - [E:269| 400]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both +2023-06-22 09:36:39,567 - icews14_both - [INFO] - [E:269| 500]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both +2023-06-22 09:37:42,645 - icews14_both - [INFO] - [E:269| 600]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both +2023-06-22 09:38:45,758 - icews14_both - [INFO] - [E:269| 700]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both +2023-06-22 09:39:48,733 - icews14_both - [INFO] - [E:269| 800]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both +2023-06-22 09:40:51,666 - icews14_both - [INFO] - [E:269| 900]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both +2023-06-22 09:41:35,992 - icews14_both - [INFO] - [Epoch:269]: Training Loss:0.0015 + +2023-06-22 09:41:36,206 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 09:41:49,855 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 09:42:03,302 - icews14_both - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.47886, Head : 0.42461, Avg : 0.45174 + MR: Tail : 566.41, Head : 684.55, Avg : 625.48 + Hit-1: Tail : 0.39497, Head : 0.34066, Avg : 0.36781 + Hit-3: Tail : 0.52301, Head : 0.46698, Avg : 0.495 + Hit-10: Tail : 0.63701, Head : 0.58562, Avg : 0.61131 +2023-06-22 09:42:03,303 - icews14_both - [INFO] - [Epoch 269]: Training Loss: 0.0014999, Valid MRR: 0.4545, + + + +2023-06-22 09:42:03,943 - icews14_both - [INFO] - [E:270| 0]: Train Loss:0.0015018, Val MRR:0.4545, icews14_both +2023-06-22 09:43:06,923 - icews14_both - [INFO] - [E:270| 100]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both +2023-06-22 09:44:09,925 - icews14_both - [INFO] - [E:270| 200]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both +2023-06-22 09:45:12,958 - icews14_both - [INFO] - [E:270| 300]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both +2023-06-22 09:46:16,001 - icews14_both - [INFO] - [E:270| 400]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both +2023-06-22 09:47:19,037 - icews14_both - [INFO] - [E:270| 500]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both +2023-06-22 09:48:22,224 - icews14_both - [INFO] - [E:270| 600]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both +2023-06-22 09:49:25,246 - icews14_both - [INFO] - [E:270| 700]: Train Loss:0.0014998, Val MRR:0.4545, icews14_both +2023-06-22 09:50:28,257 - icews14_both - [INFO] - [E:270| 800]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both +2023-06-22 09:51:31,327 - icews14_both - [INFO] - [E:270| 900]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both +2023-06-22 09:52:15,803 - icews14_both - [INFO] - [Epoch:270]: Training Loss:0.0015 + +2023-06-22 09:52:16,017 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 09:52:29,708 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 09:52:43,180 - icews14_both - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.48121, Head : 0.42275, Avg : 0.45198 + +2023-06-22 09:52:43,180 - icews14_both - [INFO] - [Epoch 270]: Training Loss: 0.0014999, Valid MRR: 0.4545, + + + +2023-06-22 09:52:43,820 - icews14_both - [INFO] - [E:271| 0]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 09:53:46,908 - icews14_both - [INFO] - [E:271| 100]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 09:54:50,048 - icews14_both - [INFO] - [E:271| 200]: Train Loss:0.0014989, Val MRR:0.4545, icews14_both +2023-06-22 09:55:53,065 - icews14_both - [INFO] - [E:271| 300]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both +2023-06-22 09:56:56,041 - icews14_both - [INFO] - [E:271| 400]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both +2023-06-22 09:57:59,062 - icews14_both - [INFO] - [E:271| 500]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both +2023-06-22 09:59:02,088 - icews14_both - [INFO] - [E:271| 600]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both +2023-06-22 10:00:05,112 - icews14_both - [INFO] - [E:271| 700]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both +2023-06-22 10:01:08,145 - icews14_both - [INFO] - [E:271| 800]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both +2023-06-22 10:02:11,173 - icews14_both - [INFO] - [E:271| 900]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both +2023-06-22 10:02:55,484 - icews14_both - [INFO] - [Epoch:271]: Training Loss:0.0015 + +2023-06-22 10:02:55,698 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 10:03:09,370 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 10:03:22,833 - icews14_both - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.48077, Head : 0.42353, Avg : 0.45215 + +2023-06-22 10:03:22,834 - icews14_both - [INFO] - [Epoch 271]: Training Loss: 0.0014997, Valid MRR: 0.4545, + + + +2023-06-22 10:03:23,476 - icews14_both - [INFO] - [E:272| 0]: Train Loss:0.0015029, Val MRR:0.4545, icews14_both +2023-06-22 10:04:26,515 - icews14_both - [INFO] - [E:272| 100]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both +2023-06-22 10:05:29,543 - icews14_both - [INFO] - [E:272| 200]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 10:06:32,574 - icews14_both - [INFO] - [E:272| 300]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 10:07:35,595 - icews14_both - [INFO] - [E:272| 400]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both +2023-06-22 10:08:38,633 - icews14_both - [INFO] - [E:272| 500]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both +2023-06-22 10:09:41,673 - icews14_both - [INFO] - [E:272| 600]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both +2023-06-22 10:10:44,709 - icews14_both - [INFO] - [E:272| 700]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both +2023-06-22 10:11:47,744 - icews14_both - [INFO] - [E:272| 800]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both +2023-06-22 10:12:50,764 - icews14_both - [INFO] - [E:272| 900]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both +2023-06-22 10:13:35,092 - icews14_both - [INFO] - [Epoch:272]: Training Loss:0.001499 + +2023-06-22 10:13:35,306 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 10:13:48,973 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 10:14:02,426 - icews14_both - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.47995, Head : 0.42, Avg : 0.44998 + +2023-06-22 10:14:02,426 - icews14_both - [INFO] - [Epoch 272]: Training Loss: 0.0014994, Valid MRR: 0.4545, + + + +2023-06-22 10:14:03,067 - icews14_both - [INFO] - [E:273| 0]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both +2023-06-22 10:15:06,195 - icews14_both - [INFO] - [E:273| 100]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both +2023-06-22 10:16:09,234 - icews14_both - [INFO] - [E:273| 200]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both +2023-06-22 10:17:12,282 - icews14_both - [INFO] - [E:273| 300]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both +2023-06-22 10:18:15,323 - icews14_both - [INFO] - [E:273| 400]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both +2023-06-22 10:19:18,385 - icews14_both - [INFO] - [E:273| 500]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both +2023-06-22 10:20:21,414 - icews14_both - [INFO] - [E:273| 600]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both +2023-06-22 10:21:24,445 - icews14_both - [INFO] - [E:273| 700]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both +2023-06-22 10:22:27,482 - icews14_both - [INFO] - [E:273| 800]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both +2023-06-22 10:23:30,504 - icews14_both - [INFO] - [E:273| 900]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both +2023-06-22 10:24:14,829 - icews14_both - [INFO] - [Epoch:273]: Training Loss:0.0015 + +2023-06-22 10:24:15,042 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 10:24:28,706 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 10:24:42,172 - icews14_both - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.48225, Head : 0.42192, Avg : 0.45208 + +2023-06-22 10:24:42,172 - icews14_both - [INFO] - [Epoch 273]: Training Loss: 0.0014995, Valid MRR: 0.4545, + + + +2023-06-22 10:24:42,811 - icews14_both - [INFO] - [E:274| 0]: Train Loss:0.001493, Val MRR:0.4545, icews14_both +2023-06-22 10:25:45,821 - icews14_both - [INFO] - [E:274| 100]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both +2023-06-22 10:26:48,845 - icews14_both - [INFO] - [E:274| 200]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 10:27:51,883 - icews14_both - [INFO] - [E:274| 300]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 10:28:54,925 - icews14_both - [INFO] - [E:274| 400]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 10:29:57,950 - icews14_both - [INFO] - [E:274| 500]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 10:31:00,967 - icews14_both - [INFO] - [E:274| 600]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 10:32:04,003 - icews14_both - [INFO] - [E:274| 700]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 10:33:07,048 - icews14_both - [INFO] - [E:274| 800]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 10:34:10,082 - icews14_both - [INFO] - [E:274| 900]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both +2023-06-22 10:34:54,411 - icews14_both - [INFO] - [Epoch:274]: Training Loss:0.001499 + +2023-06-22 10:34:54,625 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 10:35:08,283 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 10:35:21,745 - icews14_both - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.48043, Head : 0.42386, Avg : 0.45214 + +2023-06-22 10:35:21,745 - icews14_both - [INFO] - [Epoch 274]: Training Loss: 0.0014994, Valid MRR: 0.4545, + + + +2023-06-22 10:35:22,387 - icews14_both - [INFO] - [E:275| 0]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 10:36:25,481 - icews14_both - [INFO] - [E:275| 100]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both +2023-06-22 10:37:28,606 - icews14_both - [INFO] - [E:275| 200]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 10:38:31,725 - icews14_both - [INFO] - [E:275| 300]: Train Loss:0.0014984, Val MRR:0.4545, icews14_both +2023-06-22 10:39:34,834 - icews14_both - [INFO] - [E:275| 400]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 10:40:37,929 - icews14_both - [INFO] - [E:275| 500]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 10:41:41,019 - icews14_both - [INFO] - [E:275| 600]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 10:42:44,089 - icews14_both - [INFO] - [E:275| 700]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 10:43:47,132 - icews14_both - [INFO] - [E:275| 800]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 10:44:50,134 - icews14_both - [INFO] - [E:275| 900]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 10:45:34,428 - icews14_both - [INFO] - [Epoch:275]: Training Loss:0.001499 + +2023-06-22 10:45:34,642 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 10:45:48,299 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 10:46:01,754 - icews14_both - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.47949, Head : 0.42463, Avg : 0.45206 + +2023-06-22 10:46:01,755 - icews14_both - [INFO] - [Epoch 275]: Training Loss: 0.0014991, Valid MRR: 0.4545, + + + +2023-06-22 10:46:02,394 - icews14_both - [INFO] - [E:276| 0]: Train Loss:0.0015145, Val MRR:0.4545, icews14_both +2023-06-22 10:47:05,414 - icews14_both - [INFO] - [E:276| 100]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both +2023-06-22 10:48:08,422 - icews14_both - [INFO] - [E:276| 200]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 10:49:11,421 - icews14_both - [INFO] - [E:276| 300]: Train Loss:0.0014989, Val MRR:0.4545, icews14_both +2023-06-22 10:50:14,420 - icews14_both - [INFO] - [E:276| 400]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both +2023-06-22 10:51:17,492 - icews14_both - [INFO] - [E:276| 500]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 10:52:20,600 - icews14_both - [INFO] - [E:276| 600]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 10:53:23,724 - icews14_both - [INFO] - [E:276| 700]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 10:54:26,828 - icews14_both - [INFO] - [E:276| 800]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both +2023-06-22 10:55:29,915 - icews14_both - [INFO] - [E:276| 900]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both +2023-06-22 10:56:14,279 - icews14_both - [INFO] - [Epoch:276]: Training Loss:0.001499 + +2023-06-22 10:56:14,495 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 10:56:28,181 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 10:56:41,643 - icews14_both - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.47585, Head : 0.42119, Avg : 0.44852 + +2023-06-22 10:56:41,643 - icews14_both - [INFO] - [Epoch 276]: Training Loss: 0.0014993, Valid MRR: 0.4545, + + + +2023-06-22 10:56:42,284 - icews14_both - [INFO] - [E:277| 0]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both +2023-06-22 10:57:45,375 - icews14_both - [INFO] - [E:277| 100]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both +2023-06-22 10:58:48,483 - icews14_both - [INFO] - [E:277| 200]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 10:59:51,583 - icews14_both - [INFO] - [E:277| 300]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 11:00:54,704 - icews14_both - [INFO] - [E:277| 400]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 11:01:57,718 - icews14_both - [INFO] - [E:277| 500]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 11:03:00,748 - icews14_both - [INFO] - [E:277| 600]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 11:04:03,769 - icews14_both - [INFO] - [E:277| 700]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 11:05:06,782 - icews14_both - [INFO] - [E:277| 800]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 11:06:09,792 - icews14_both - [INFO] - [E:277| 900]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 11:06:54,102 - icews14_both - [INFO] - [Epoch:277]: Training Loss:0.001499 + +2023-06-22 11:06:54,316 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 11:07:07,980 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 11:07:21,431 - icews14_both - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.47455, Head : 0.42458, Avg : 0.44956 + +2023-06-22 11:07:21,431 - icews14_both - [INFO] - [Epoch 277]: Training Loss: 0.0014991, Valid MRR: 0.4545, + + + +2023-06-22 11:07:22,071 - icews14_both - [INFO] - [E:278| 0]: Train Loss:0.001494, Val MRR:0.4545, icews14_both +2023-06-22 11:08:25,079 - icews14_both - [INFO] - [E:278| 100]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 11:09:28,120 - icews14_both - [INFO] - [E:278| 200]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 11:10:31,207 - icews14_both - [INFO] - [E:278| 300]: Train Loss:0.0014989, Val MRR:0.4545, icews14_both +2023-06-22 11:11:34,305 - icews14_both - [INFO] - [E:278| 400]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 11:12:37,333 - icews14_both - [INFO] - [E:278| 500]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 11:13:40,440 - icews14_both - [INFO] - [E:278| 600]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 11:14:43,462 - icews14_both - [INFO] - [E:278| 700]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 11:15:46,520 - icews14_both - [INFO] - [E:278| 800]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 11:16:49,695 - icews14_both - [INFO] - [E:278| 900]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 11:17:34,053 - icews14_both - [INFO] - [Epoch:278]: Training Loss:0.001499 + +2023-06-22 11:17:34,267 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 11:17:47,936 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 11:18:01,386 - icews14_both - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.48062, Head : 0.42608, Avg : 0.45335 + +2023-06-22 11:18:01,386 - icews14_both - [INFO] - [Epoch 278]: Training Loss: 0.0014989, Valid MRR: 0.4545, + + + +2023-06-22 11:18:02,029 - icews14_both - [INFO] - [E:279| 0]: Train Loss:0.0014945, Val MRR:0.4545, icews14_both +2023-06-22 11:19:05,108 - icews14_both - [INFO] - [E:279| 100]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both +2023-06-22 11:20:08,217 - icews14_both - [INFO] - [E:279| 200]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both +2023-06-22 11:21:11,361 - icews14_both - [INFO] - [E:279| 300]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 11:22:14,566 - icews14_both - [INFO] - [E:279| 400]: Train Loss:0.0014989, Val MRR:0.4545, icews14_both +2023-06-22 11:23:17,614 - icews14_both - [INFO] - [E:279| 500]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 11:24:20,620 - icews14_both - [INFO] - [E:279| 600]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 11:25:23,613 - icews14_both - [INFO] - [E:279| 700]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 11:26:26,621 - icews14_both - [INFO] - [E:279| 800]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 11:27:29,639 - icews14_both - [INFO] - [E:279| 900]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 11:28:13,917 - icews14_both - [INFO] - [Epoch:279]: Training Loss:0.001499 + +2023-06-22 11:28:14,132 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 11:28:27,791 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 11:28:41,231 - icews14_both - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.47646, Head : 0.42442, Avg : 0.45044 + MR: Tail : 591.3, Head : 687.67, Avg : 639.48 + Hit-1: Tail : 0.39619, Head : 0.34163, Avg : 0.36891 + Hit-3: Tail : 0.52105, Head : 0.4654, Avg : 0.49323 + Hit-10: Tail : 0.62456, Head : 0.57964, Avg : 0.6021 +2023-06-22 11:28:41,231 - icews14_both - [INFO] - [Epoch 279]: Training Loss: 0.0014988, Valid MRR: 0.4545, + + + +2023-06-22 11:28:41,871 - icews14_both - [INFO] - [E:280| 0]: Train Loss:0.0014976, Val MRR:0.4545, icews14_both +2023-06-22 11:29:44,906 - icews14_both - [INFO] - [E:280| 100]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 11:30:47,985 - icews14_both - [INFO] - [E:280| 200]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both +2023-06-22 11:31:51,025 - icews14_both - [INFO] - [E:280| 300]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 11:32:54,096 - icews14_both - [INFO] - [E:280| 400]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 11:33:57,140 - icews14_both - [INFO] - [E:280| 500]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both +2023-06-22 11:35:00,220 - icews14_both - [INFO] - [E:280| 600]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both +2023-06-22 11:36:03,318 - icews14_both - [INFO] - [E:280| 700]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both +2023-06-22 11:37:06,384 - icews14_both - [INFO] - [E:280| 800]: Train Loss:0.0014984, Val MRR:0.4545, icews14_both +2023-06-22 11:38:09,382 - icews14_both - [INFO] - [E:280| 900]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both +2023-06-22 11:38:53,756 - icews14_both - [INFO] - [Epoch:280]: Training Loss:0.001499 + +2023-06-22 11:38:53,969 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 11:39:07,624 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 11:39:21,080 - icews14_both - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.47603, Head : 0.42362, Avg : 0.44983 + +2023-06-22 11:39:21,080 - icews14_both - [INFO] - [Epoch 280]: Training Loss: 0.0014987, Valid MRR: 0.4545, + + + +2023-06-22 11:39:21,719 - icews14_both - [INFO] - [E:281| 0]: Train Loss:0.001508, Val MRR:0.4545, icews14_both +2023-06-22 11:40:24,743 - icews14_both - [INFO] - [E:281| 100]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 11:41:27,749 - icews14_both - [INFO] - [E:281| 200]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 11:42:30,829 - icews14_both - [INFO] - [E:281| 300]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 11:43:33,952 - icews14_both - [INFO] - [E:281| 400]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 11:44:37,069 - icews14_both - [INFO] - [E:281| 500]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 11:45:40,145 - icews14_both - [INFO] - [E:281| 600]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 11:46:43,168 - icews14_both - [INFO] - [E:281| 700]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 11:47:46,160 - icews14_both - [INFO] - [E:281| 800]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 11:48:49,188 - icews14_both - [INFO] - [E:281| 900]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 11:49:33,476 - icews14_both - [INFO] - [Epoch:281]: Training Loss:0.001499 + +2023-06-22 11:49:33,689 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 11:49:47,341 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 11:50:00,785 - icews14_both - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.48026, Head : 0.42738, Avg : 0.45382 + +2023-06-22 11:50:00,785 - icews14_both - [INFO] - [Epoch 281]: Training Loss: 0.0014987, Valid MRR: 0.4545, + + + +2023-06-22 11:50:01,426 - icews14_both - [INFO] - [E:282| 0]: Train Loss:0.0015042, Val MRR:0.4545, icews14_both +2023-06-22 11:51:04,492 - icews14_both - [INFO] - [E:282| 100]: Train Loss:0.001499, Val MRR:0.4545, icews14_both +2023-06-22 11:52:07,591 - icews14_both - [INFO] - [E:282| 200]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 11:53:10,676 - icews14_both - [INFO] - [E:282| 300]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both +2023-06-22 11:54:13,751 - icews14_both - [INFO] - [E:282| 400]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both +2023-06-22 11:55:16,853 - icews14_both - [INFO] - [E:282| 500]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both +2023-06-22 11:56:19,934 - icews14_both - [INFO] - [E:282| 600]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both +2023-06-22 11:57:23,043 - icews14_both - [INFO] - [E:282| 700]: Train Loss:0.0014984, Val MRR:0.4545, icews14_both +2023-06-22 11:58:26,159 - icews14_both - [INFO] - [E:282| 800]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both +2023-06-22 11:59:29,248 - icews14_both - [INFO] - [E:282| 900]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both +2023-06-22 12:00:13,613 - icews14_both - [INFO] - [Epoch:282]: Training Loss:0.001499 + +2023-06-22 12:00:13,828 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 12:00:27,493 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 12:00:40,947 - icews14_both - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.4803, Head : 0.42501, Avg : 0.45266 + +2023-06-22 12:00:40,947 - icews14_both - [INFO] - [Epoch 282]: Training Loss: 0.0014985, Valid MRR: 0.4545, + + + +2023-06-22 12:00:41,590 - icews14_both - [INFO] - [E:283| 0]: Train Loss:0.0015134, Val MRR:0.4545, icews14_both +2023-06-22 12:01:44,700 - icews14_both - [INFO] - [E:283| 100]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 12:02:47,787 - icews14_both - [INFO] - [E:283| 200]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both +2023-06-22 12:03:50,888 - icews14_both - [INFO] - [E:283| 300]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 12:04:53,969 - icews14_both - [INFO] - [E:283| 400]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both +2023-06-22 12:05:57,036 - icews14_both - [INFO] - [E:283| 500]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 12:07:00,128 - icews14_both - [INFO] - [E:283| 600]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both +2023-06-22 12:08:03,191 - icews14_both - [INFO] - [E:283| 700]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both +2023-06-22 12:09:06,272 - icews14_both - [INFO] - [E:283| 800]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both +2023-06-22 12:10:09,324 - icews14_both - [INFO] - [E:283| 900]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both +2023-06-22 12:10:53,679 - icews14_both - [INFO] - [Epoch:283]: Training Loss:0.001499 + +2023-06-22 12:10:53,892 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 12:11:07,555 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 12:11:21,010 - icews14_both - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.4776, Head : 0.42593, Avg : 0.45177 + +2023-06-22 12:11:21,010 - icews14_both - [INFO] - [Epoch 283]: Training Loss: 0.0014985, Valid MRR: 0.4545, + + + +2023-06-22 12:11:21,652 - icews14_both - [INFO] - [E:284| 0]: Train Loss:0.001494, Val MRR:0.4545, icews14_both +2023-06-22 12:12:24,714 - icews14_both - [INFO] - [E:284| 100]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:13:27,790 - icews14_both - [INFO] - [E:284| 200]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both +2023-06-22 12:14:30,824 - icews14_both - [INFO] - [E:284| 300]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:15:33,883 - icews14_both - [INFO] - [E:284| 400]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both +2023-06-22 12:16:36,930 - icews14_both - [INFO] - [E:284| 500]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both +2023-06-22 12:17:39,973 - icews14_both - [INFO] - [E:284| 600]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both +2023-06-22 12:18:43,012 - icews14_both - [INFO] - [E:284| 700]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both +2023-06-22 12:19:46,056 - icews14_both - [INFO] - [E:284| 800]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:20:49,119 - icews14_both - [INFO] - [E:284| 900]: Train Loss:0.001498, Val MRR:0.4545, icews14_both +2023-06-22 12:21:33,462 - icews14_both - [INFO] - [Epoch:284]: Training Loss:0.001498 + +2023-06-22 12:21:33,676 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 12:21:47,333 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 12:22:00,779 - icews14_both - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.47628, Head : 0.42237, Avg : 0.44933 + +2023-06-22 12:22:00,779 - icews14_both - [INFO] - [Epoch 284]: Training Loss: 0.0014981, Valid MRR: 0.4545, + + + +2023-06-22 12:22:01,420 - icews14_both - [INFO] - [E:285| 0]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 12:23:04,473 - icews14_both - [INFO] - [E:285| 100]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 12:24:07,529 - icews14_both - [INFO] - [E:285| 200]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 12:25:10,541 - icews14_both - [INFO] - [E:285| 300]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both +2023-06-22 12:26:13,502 - icews14_both - [INFO] - [E:285| 400]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:27:16,454 - icews14_both - [INFO] - [E:285| 500]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:28:19,394 - icews14_both - [INFO] - [E:285| 600]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:29:22,334 - icews14_both - [INFO] - [E:285| 700]: Train Loss:0.001498, Val MRR:0.4545, icews14_both +2023-06-22 12:30:25,241 - icews14_both - [INFO] - [E:285| 800]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both +2023-06-22 12:31:28,119 - icews14_both - [INFO] - [E:285| 900]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 12:32:12,368 - icews14_both - [INFO] - [Epoch:285]: Training Loss:0.001498 + +2023-06-22 12:32:12,582 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 12:32:26,195 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 12:32:39,587 - icews14_both - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.47696, Head : 0.42261, Avg : 0.44979 + +2023-06-22 12:32:39,587 - icews14_both - [INFO] - [Epoch 285]: Training Loss: 0.0014982, Valid MRR: 0.4545, + + + +2023-06-22 12:32:40,227 - icews14_both - [INFO] - [E:286| 0]: Train Loss:0.0014932, Val MRR:0.4545, icews14_both +2023-06-22 12:33:43,116 - icews14_both - [INFO] - [E:286| 100]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 12:34:46,013 - icews14_both - [INFO] - [E:286| 200]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both +2023-06-22 12:35:48,911 - icews14_both - [INFO] - [E:286| 300]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:36:51,841 - icews14_both - [INFO] - [E:286| 400]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both +2023-06-22 12:37:54,712 - icews14_both - [INFO] - [E:286| 500]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both +2023-06-22 12:38:57,601 - icews14_both - [INFO] - [E:286| 600]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:40:00,529 - icews14_both - [INFO] - [E:286| 700]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:41:03,470 - icews14_both - [INFO] - [E:286| 800]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 12:42:06,373 - icews14_both - [INFO] - [E:286| 900]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 12:42:50,545 - icews14_both - [INFO] - [Epoch:286]: Training Loss:0.001498 + +2023-06-22 12:42:50,758 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 12:43:04,358 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 12:43:17,752 - icews14_both - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.4768, Head : 0.42552, Avg : 0.45116 + +2023-06-22 12:43:17,752 - icews14_both - [INFO] - [Epoch 286]: Training Loss: 0.0014981, Valid MRR: 0.4545, + + + +2023-06-22 12:43:18,390 - icews14_both - [INFO] - [E:287| 0]: Train Loss:0.001496, Val MRR:0.4545, icews14_both +2023-06-22 12:44:21,242 - icews14_both - [INFO] - [E:287| 100]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:45:24,051 - icews14_both - [INFO] - [E:287| 200]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both +2023-06-22 12:46:26,878 - icews14_both - [INFO] - [E:287| 300]: Train Loss:0.001498, Val MRR:0.4545, icews14_both +2023-06-22 12:47:29,891 - icews14_both - [INFO] - [E:287| 400]: Train Loss:0.0014984, Val MRR:0.4545, icews14_both +2023-06-22 12:48:32,650 - icews14_both - [INFO] - [E:287| 500]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 12:49:35,454 - icews14_both - [INFO] - [E:287| 600]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both +2023-06-22 12:50:38,289 - icews14_both - [INFO] - [E:287| 700]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 12:51:41,190 - icews14_both - [INFO] - [E:287| 800]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both +2023-06-22 12:52:43,983 - icews14_both - [INFO] - [E:287| 900]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both +2023-06-22 12:53:28,118 - icews14_both - [INFO] - [Epoch:287]: Training Loss:0.001498 + +2023-06-22 12:53:28,331 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 12:53:41,919 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 12:53:55,304 - icews14_both - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.47794, Head : 0.42209, Avg : 0.45002 + +2023-06-22 12:53:55,305 - icews14_both - [INFO] - [Epoch 287]: Training Loss: 0.0014982, Valid MRR: 0.4545, + + + +2023-06-22 12:53:55,940 - icews14_both - [INFO] - [E:288| 0]: Train Loss:0.0015015, Val MRR:0.4545, icews14_both +2023-06-22 12:54:58,730 - icews14_both - [INFO] - [E:288| 100]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both +2023-06-22 12:56:01,501 - icews14_both - [INFO] - [E:288| 200]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both +2023-06-22 12:57:04,245 - icews14_both - [INFO] - [E:288| 300]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 12:58:07,027 - icews14_both - [INFO] - [E:288| 400]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both +2023-06-22 12:59:09,834 - icews14_both - [INFO] - [E:288| 500]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both +2023-06-22 13:00:12,638 - icews14_both - [INFO] - [E:288| 600]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 13:01:15,418 - icews14_both - [INFO] - [E:288| 700]: Train Loss:0.001498, Val MRR:0.4545, icews14_both +2023-06-22 13:02:18,230 - icews14_both - [INFO] - [E:288| 800]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 13:03:21,013 - icews14_both - [INFO] - [E:288| 900]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both +2023-06-22 13:04:05,194 - icews14_both - [INFO] - [Epoch:288]: Training Loss:0.001498 + +2023-06-22 13:04:05,406 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 13:04:19,007 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 13:04:32,414 - icews14_both - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.47819, Head : 0.42555, Avg : 0.45187 + +2023-06-22 13:04:32,414 - icews14_both - [INFO] - [Epoch 288]: Training Loss: 0.001498, Valid MRR: 0.4545, + + + +2023-06-22 13:04:33,053 - icews14_both - [INFO] - [E:289| 0]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 13:05:35,931 - icews14_both - [INFO] - [E:289| 100]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both +2023-06-22 13:06:38,848 - icews14_both - [INFO] - [E:289| 200]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 13:07:41,772 - icews14_both - [INFO] - [E:289| 300]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both +2023-06-22 13:08:44,668 - icews14_both - [INFO] - [E:289| 400]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 13:09:47,547 - icews14_both - [INFO] - [E:289| 500]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 13:10:50,473 - icews14_both - [INFO] - [E:289| 600]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 13:11:53,324 - icews14_both - [INFO] - [E:289| 700]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 13:12:56,192 - icews14_both - [INFO] - [E:289| 800]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both +2023-06-22 13:13:59,079 - icews14_both - [INFO] - [E:289| 900]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both +2023-06-22 13:14:43,314 - icews14_both - [INFO] - [Epoch:289]: Training Loss:0.001498 + +2023-06-22 13:14:43,528 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 13:14:57,132 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 13:15:10,517 - icews14_both - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.48205, Head : 0.42685, Avg : 0.45445 + MR: Tail : 579.01, Head : 662.55, Avg : 620.78 + Hit-1: Tail : 0.39973, Head : 0.34395, Avg : 0.37184 + Hit-3: Tail : 0.52618, Head : 0.4682, Avg : 0.49719 + Hit-10: Tail : 0.63139, Head : 0.58696, Avg : 0.60918 +2023-06-22 13:15:10,517 - icews14_both - [INFO] - [Epoch 289]: Training Loss: 0.0014978, Valid MRR: 0.4545, + + + +2023-06-22 13:15:11,155 - icews14_both - [INFO] - [E:290| 0]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both +2023-06-22 13:16:13,999 - icews14_both - [INFO] - [E:290| 100]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 13:17:16,826 - icews14_both - [INFO] - [E:290| 200]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 13:18:19,648 - icews14_both - [INFO] - [E:290| 300]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both +2023-06-22 13:19:22,482 - icews14_both - [INFO] - [E:290| 400]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 13:20:25,325 - icews14_both - [INFO] - [E:290| 500]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 13:21:28,173 - icews14_both - [INFO] - [E:290| 600]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 13:22:31,022 - icews14_both - [INFO] - [E:290| 700]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both +2023-06-22 13:23:33,924 - icews14_both - [INFO] - [E:290| 800]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both +2023-06-22 13:24:36,765 - icews14_both - [INFO] - [E:290| 900]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 13:25:20,958 - icews14_both - [INFO] - [Epoch:290]: Training Loss:0.001498 + +2023-06-22 13:25:21,171 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 13:25:34,772 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 13:25:48,170 - icews14_both - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.4767, Head : 0.42281, Avg : 0.44976 + +2023-06-22 13:25:48,170 - icews14_both - [INFO] - [Epoch 290]: Training Loss: 0.0014975, Valid MRR: 0.4545, + + + +2023-06-22 13:25:48,810 - icews14_both - [INFO] - [E:291| 0]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 13:26:51,648 - icews14_both - [INFO] - [E:291| 100]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 13:27:54,463 - icews14_both - [INFO] - [E:291| 200]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both +2023-06-22 13:28:57,257 - icews14_both - [INFO] - [E:291| 300]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 13:30:00,063 - icews14_both - [INFO] - [E:291| 400]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 13:31:02,853 - icews14_both - [INFO] - [E:291| 500]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both +2023-06-22 13:32:05,719 - icews14_both - [INFO] - [E:291| 600]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both +2023-06-22 13:33:08,644 - icews14_both - [INFO] - [E:291| 700]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both +2023-06-22 13:34:11,551 - icews14_both - [INFO] - [E:291| 800]: Train Loss:0.0014976, Val MRR:0.4545, icews14_both +2023-06-22 13:35:14,411 - icews14_both - [INFO] - [E:291| 900]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both +2023-06-22 13:35:58,666 - icews14_both - [INFO] - [Epoch:291]: Training Loss:0.001498 + +2023-06-22 13:35:58,881 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 13:36:12,492 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 13:36:25,890 - icews14_both - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.48023, Head : 0.42834, Avg : 0.45429 + +2023-06-22 13:36:25,890 - icews14_both - [INFO] - [Epoch 291]: Training Loss: 0.0014975, Valid MRR: 0.4545, + + + +2023-06-22 13:36:26,528 - icews14_both - [INFO] - [E:292| 0]: Train Loss:0.001488, Val MRR:0.4545, icews14_both +2023-06-22 13:37:29,350 - icews14_both - [INFO] - [E:292| 100]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 13:38:32,144 - icews14_both - [INFO] - [E:292| 200]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 13:39:34,972 - icews14_both - [INFO] - [E:292| 300]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both +2023-06-22 13:40:37,748 - icews14_both - [INFO] - [E:292| 400]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 13:41:40,501 - icews14_both - [INFO] - [E:292| 500]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 13:42:43,265 - icews14_both - [INFO] - [E:292| 600]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both +2023-06-22 13:43:46,034 - icews14_both - [INFO] - [E:292| 700]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 13:44:48,782 - icews14_both - [INFO] - [E:292| 800]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 13:45:51,558 - icews14_both - [INFO] - [E:292| 900]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 13:46:35,707 - icews14_both - [INFO] - [Epoch:292]: Training Loss:0.001497 + +2023-06-22 13:46:35,920 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 13:46:49,515 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 13:47:02,895 - icews14_both - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.47725, Head : 0.42684, Avg : 0.45204 + +2023-06-22 13:47:02,896 - icews14_both - [INFO] - [Epoch 292]: Training Loss: 0.0014975, Valid MRR: 0.4545, + + + +2023-06-22 13:47:03,540 - icews14_both - [INFO] - [E:293| 0]: Train Loss:0.0014922, Val MRR:0.4545, icews14_both +2023-06-22 13:48:06,311 - icews14_both - [INFO] - [E:293| 100]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both +2023-06-22 13:49:09,100 - icews14_both - [INFO] - [E:293| 200]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 13:50:11,898 - icews14_both - [INFO] - [E:293| 300]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 13:51:14,688 - icews14_both - [INFO] - [E:293| 400]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 13:52:17,488 - icews14_both - [INFO] - [E:293| 500]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both +2023-06-22 13:53:20,268 - icews14_both - [INFO] - [E:293| 600]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both +2023-06-22 13:54:23,030 - icews14_both - [INFO] - [E:293| 700]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 13:55:25,788 - icews14_both - [INFO] - [E:293| 800]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 13:56:28,557 - icews14_both - [INFO] - [E:293| 900]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 13:57:12,695 - icews14_both - [INFO] - [Epoch:293]: Training Loss:0.001497 + +2023-06-22 13:57:12,908 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 13:57:26,508 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 13:57:39,880 - icews14_both - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.47703, Head : 0.42389, Avg : 0.45046 + +2023-06-22 13:57:39,880 - icews14_both - [INFO] - [Epoch 293]: Training Loss: 0.0014973, Valid MRR: 0.4545, + + + +2023-06-22 13:57:40,520 - icews14_both - [INFO] - [E:294| 0]: Train Loss:0.0015119, Val MRR:0.4545, icews14_both +2023-06-22 13:58:43,298 - icews14_both - [INFO] - [E:294| 100]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 13:59:46,137 - icews14_both - [INFO] - [E:294| 200]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both +2023-06-22 14:00:48,978 - icews14_both - [INFO] - [E:294| 300]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both +2023-06-22 14:01:51,809 - icews14_both - [INFO] - [E:294| 400]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 14:02:54,629 - icews14_both - [INFO] - [E:294| 500]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 14:03:57,449 - icews14_both - [INFO] - [E:294| 600]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both +2023-06-22 14:05:00,277 - icews14_both - [INFO] - [E:294| 700]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both +2023-06-22 14:06:03,103 - icews14_both - [INFO] - [E:294| 800]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both +2023-06-22 14:07:05,941 - icews14_both - [INFO] - [E:294| 900]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 14:07:50,152 - icews14_both - [INFO] - [Epoch:294]: Training Loss:0.001497 + +2023-06-22 14:07:50,364 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 14:08:03,961 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 14:08:17,355 - icews14_both - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.48218, Head : 0.42602, Avg : 0.4541 + +2023-06-22 14:08:17,355 - icews14_both - [INFO] - [Epoch 294]: Training Loss: 0.0014973, Valid MRR: 0.4545, + + + +2023-06-22 14:08:17,996 - icews14_both - [INFO] - [E:295| 0]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both +2023-06-22 14:09:20,844 - icews14_both - [INFO] - [E:295| 100]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 14:10:23,692 - icews14_both - [INFO] - [E:295| 200]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 14:11:26,549 - icews14_both - [INFO] - [E:295| 300]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 14:12:29,399 - icews14_both - [INFO] - [E:295| 400]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 14:13:32,237 - icews14_both - [INFO] - [E:295| 500]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both +2023-06-22 14:14:35,060 - icews14_both - [INFO] - [E:295| 600]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 14:15:37,902 - icews14_both - [INFO] - [E:295| 700]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 14:16:40,752 - icews14_both - [INFO] - [E:295| 800]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both +2023-06-22 14:17:43,573 - icews14_both - [INFO] - [E:295| 900]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both +2023-06-22 14:18:27,797 - icews14_both - [INFO] - [Epoch:295]: Training Loss:0.001497 + +2023-06-22 14:18:28,011 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 14:18:41,612 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 14:18:54,998 - icews14_both - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.4803, Head : 0.42623, Avg : 0.45327 + +2023-06-22 14:18:54,998 - icews14_both - [INFO] - [Epoch 295]: Training Loss: 0.0014974, Valid MRR: 0.4545, + + + +2023-06-22 14:18:55,638 - icews14_both - [INFO] - [E:296| 0]: Train Loss:0.0015054, Val MRR:0.4545, icews14_both +2023-06-22 14:19:58,487 - icews14_both - [INFO] - [E:296| 100]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 14:21:01,330 - icews14_both - [INFO] - [E:296| 200]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 14:22:04,176 - icews14_both - [INFO] - [E:296| 300]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both +2023-06-22 14:23:07,010 - icews14_both - [INFO] - [E:296| 400]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 14:24:09,853 - icews14_both - [INFO] - [E:296| 500]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 14:25:12,702 - icews14_both - [INFO] - [E:296| 600]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both +2023-06-22 14:26:15,522 - icews14_both - [INFO] - [E:296| 700]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both +2023-06-22 14:27:18,367 - icews14_both - [INFO] - [E:296| 800]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both +2023-06-22 14:28:21,203 - icews14_both - [INFO] - [E:296| 900]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both +2023-06-22 14:29:05,404 - icews14_both - [INFO] - [Epoch:296]: Training Loss:0.001497 + +2023-06-22 14:29:05,617 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 14:29:19,219 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 14:29:32,616 - icews14_both - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.47764, Head : 0.42201, Avg : 0.44982 + +2023-06-22 14:29:32,616 - icews14_both - [INFO] - [Epoch 296]: Training Loss: 0.0014971, Valid MRR: 0.4545, + + + +2023-06-22 14:29:33,259 - icews14_both - [INFO] - [E:297| 0]: Train Loss:0.0014941, Val MRR:0.4545, icews14_both +2023-06-22 14:30:36,085 - icews14_both - [INFO] - [E:297| 100]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 14:31:38,951 - icews14_both - [INFO] - [E:297| 200]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 14:32:41,804 - icews14_both - [INFO] - [E:297| 300]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both +2023-06-22 14:33:44,688 - icews14_both - [INFO] - [E:297| 400]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 14:34:47,510 - icews14_both - [INFO] - [E:297| 500]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 14:35:50,351 - icews14_both - [INFO] - [E:297| 600]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 14:36:53,168 - icews14_both - [INFO] - [E:297| 700]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 14:37:55,994 - icews14_both - [INFO] - [E:297| 800]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 14:38:58,818 - icews14_both - [INFO] - [E:297| 900]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 14:39:43,012 - icews14_both - [INFO] - [Epoch:297]: Training Loss:0.001497 + +2023-06-22 14:39:43,226 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 14:39:56,826 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 14:40:10,210 - icews14_both - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.47906, Head : 0.4249, Avg : 0.45198 + +2023-06-22 14:40:10,210 - icews14_both - [INFO] - [Epoch 297]: Training Loss: 0.001497, Valid MRR: 0.4545, + + + +2023-06-22 14:40:10,856 - icews14_both - [INFO] - [E:298| 0]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both +2023-06-22 14:41:13,721 - icews14_both - [INFO] - [E:298| 100]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 14:42:16,559 - icews14_both - [INFO] - [E:298| 200]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 14:43:19,417 - icews14_both - [INFO] - [E:298| 300]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both +2023-06-22 14:44:22,205 - icews14_both - [INFO] - [E:298| 400]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 14:45:25,009 - icews14_both - [INFO] - [E:298| 500]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 14:46:27,773 - icews14_both - [INFO] - [E:298| 600]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 14:47:30,565 - icews14_both - [INFO] - [E:298| 700]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 14:48:33,334 - icews14_both - [INFO] - [E:298| 800]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 14:49:36,123 - icews14_both - [INFO] - [E:298| 900]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 14:50:20,257 - icews14_both - [INFO] - [Epoch:298]: Training Loss:0.001497 + +2023-06-22 14:50:20,469 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 14:50:34,065 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 14:50:47,450 - icews14_both - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.47786, Head : 0.42693, Avg : 0.4524 + +2023-06-22 14:50:47,450 - icews14_both - [INFO] - [Epoch 298]: Training Loss: 0.001497, Valid MRR: 0.4545, + + + +2023-06-22 14:50:48,086 - icews14_both - [INFO] - [E:299| 0]: Train Loss:0.0014917, Val MRR:0.4545, icews14_both +2023-06-22 14:51:50,874 - icews14_both - [INFO] - [E:299| 100]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 14:52:53,662 - icews14_both - [INFO] - [E:299| 200]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 14:53:56,413 - icews14_both - [INFO] - [E:299| 300]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 14:54:59,184 - icews14_both - [INFO] - [E:299| 400]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both +2023-06-22 14:56:01,952 - icews14_both - [INFO] - [E:299| 500]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 14:57:04,708 - icews14_both - [INFO] - [E:299| 600]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 14:58:07,502 - icews14_both - [INFO] - [E:299| 700]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 14:59:10,281 - icews14_both - [INFO] - [E:299| 800]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 15:00:13,024 - icews14_both - [INFO] - [E:299| 900]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 15:00:57,160 - icews14_both - [INFO] - [Epoch:299]: Training Loss:0.001497 + +2023-06-22 15:00:57,374 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 15:01:10,969 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 15:01:24,342 - icews14_both - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.47716, Head : 0.42733, Avg : 0.45224 + MR: Tail : 576.08, Head : 669.91, Avg : 623.0 + Hit-1: Tail : 0.39387, Head : 0.34603, Avg : 0.36995 + Hit-3: Tail : 0.52252, Head : 0.46466, Avg : 0.49359 + Hit-10: Tail : 0.62907, Head : 0.58208, Avg : 0.60558 +2023-06-22 15:01:24,343 - icews14_both - [INFO] - [Epoch 299]: Training Loss: 0.001497, Valid MRR: 0.4545, + + + +2023-06-22 15:01:24,982 - icews14_both - [INFO] - [E:300| 0]: Train Loss:0.0014901, Val MRR:0.4545, icews14_both +2023-06-22 15:02:27,737 - icews14_both - [INFO] - [E:300| 100]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:03:30,480 - icews14_both - [INFO] - [E:300| 200]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 15:04:33,215 - icews14_both - [INFO] - [E:300| 300]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both +2023-06-22 15:05:35,961 - icews14_both - [INFO] - [E:300| 400]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 15:06:38,712 - icews14_both - [INFO] - [E:300| 500]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both +2023-06-22 15:07:41,438 - icews14_both - [INFO] - [E:300| 600]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 15:08:44,154 - icews14_both - [INFO] - [E:300| 700]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 15:09:46,881 - icews14_both - [INFO] - [E:300| 800]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both +2023-06-22 15:10:49,618 - icews14_both - [INFO] - [E:300| 900]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both +2023-06-22 15:11:33,763 - icews14_both - [INFO] - [Epoch:300]: Training Loss:0.001497 + +2023-06-22 15:11:33,976 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 15:11:47,564 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 15:12:00,943 - icews14_both - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.47678, Head : 0.42178, Avg : 0.44928 + +2023-06-22 15:12:00,943 - icews14_both - [INFO] - [Epoch 300]: Training Loss: 0.0014967, Valid MRR: 0.4545, + + + +2023-06-22 15:12:01,589 - icews14_both - [INFO] - [E:301| 0]: Train Loss:0.0014918, Val MRR:0.4545, icews14_both +2023-06-22 15:13:04,312 - icews14_both - [INFO] - [E:301| 100]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 15:14:07,065 - icews14_both - [INFO] - [E:301| 200]: Train Loss:0.001497, Val MRR:0.4545, icews14_both +2023-06-22 15:15:09,826 - icews14_both - [INFO] - [E:301| 300]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both +2023-06-22 15:16:12,570 - icews14_both - [INFO] - [E:301| 400]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:17:15,305 - icews14_both - [INFO] - [E:301| 500]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:18:18,066 - icews14_both - [INFO] - [E:301| 600]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 15:19:20,799 - icews14_both - [INFO] - [E:301| 700]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:20:23,530 - icews14_both - [INFO] - [E:301| 800]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 15:21:26,277 - icews14_both - [INFO] - [E:301| 900]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 15:22:10,408 - icews14_both - [INFO] - [Epoch:301]: Training Loss:0.001496 + +2023-06-22 15:22:10,620 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 15:22:24,220 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 15:22:37,597 - icews14_both - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.47553, Head : 0.42421, Avg : 0.44987 + +2023-06-22 15:22:37,598 - icews14_both - [INFO] - [Epoch 301]: Training Loss: 0.0014965, Valid MRR: 0.4545, + + + +2023-06-22 15:22:38,237 - icews14_both - [INFO] - [E:302| 0]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both +2023-06-22 15:23:40,981 - icews14_both - [INFO] - [E:302| 100]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both +2023-06-22 15:24:43,735 - icews14_both - [INFO] - [E:302| 200]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 15:25:46,485 - icews14_both - [INFO] - [E:302| 300]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 15:26:49,220 - icews14_both - [INFO] - [E:302| 400]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 15:27:51,971 - icews14_both - [INFO] - [E:302| 500]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 15:28:54,724 - icews14_both - [INFO] - [E:302| 600]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 15:29:57,471 - icews14_both - [INFO] - [E:302| 700]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:31:00,241 - icews14_both - [INFO] - [E:302| 800]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both +2023-06-22 15:32:03,000 - icews14_both - [INFO] - [E:302| 900]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both +2023-06-22 15:32:47,121 - icews14_both - [INFO] - [Epoch:302]: Training Loss:0.001497 + +2023-06-22 15:32:47,333 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 15:33:00,923 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 15:33:14,309 - icews14_both - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.48111, Head : 0.42666, Avg : 0.45388 + +2023-06-22 15:33:14,309 - icews14_both - [INFO] - [Epoch 302]: Training Loss: 0.0014967, Valid MRR: 0.4545, + + + +2023-06-22 15:33:14,945 - icews14_both - [INFO] - [E:303| 0]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both +2023-06-22 15:34:17,689 - icews14_both - [INFO] - [E:303| 100]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both +2023-06-22 15:35:20,439 - icews14_both - [INFO] - [E:303| 200]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 15:36:23,184 - icews14_both - [INFO] - [E:303| 300]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both +2023-06-22 15:37:25,916 - icews14_both - [INFO] - [E:303| 400]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both +2023-06-22 15:38:28,658 - icews14_both - [INFO] - [E:303| 500]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:39:31,391 - icews14_both - [INFO] - [E:303| 600]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 15:40:34,174 - icews14_both - [INFO] - [E:303| 700]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both +2023-06-22 15:41:36,952 - icews14_both - [INFO] - [E:303| 800]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:42:39,734 - icews14_both - [INFO] - [E:303| 900]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both +2023-06-22 15:43:23,891 - icews14_both - [INFO] - [Epoch:303]: Training Loss:0.001496 + +2023-06-22 15:43:24,104 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 15:43:37,707 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 15:43:51,090 - icews14_both - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.48035, Head : 0.42574, Avg : 0.45304 + +2023-06-22 15:43:51,090 - icews14_both - [INFO] - [Epoch 303]: Training Loss: 0.0014964, Valid MRR: 0.4545, + + + +2023-06-22 15:43:51,728 - icews14_both - [INFO] - [E:304| 0]: Train Loss:0.0015137, Val MRR:0.4545, icews14_both +2023-06-22 15:44:54,510 - icews14_both - [INFO] - [E:304| 100]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both +2023-06-22 15:45:57,311 - icews14_both - [INFO] - [E:304| 200]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:47:00,092 - icews14_both - [INFO] - [E:304| 300]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 15:48:02,854 - icews14_both - [INFO] - [E:304| 400]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:49:05,643 - icews14_both - [INFO] - [E:304| 500]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:50:08,418 - icews14_both - [INFO] - [E:304| 600]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 15:51:11,175 - icews14_both - [INFO] - [E:304| 700]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:52:13,956 - icews14_both - [INFO] - [E:304| 800]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 15:53:16,870 - icews14_both - [INFO] - [E:304| 900]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 15:54:01,068 - icews14_both - [INFO] - [Epoch:304]: Training Loss:0.001496 + +2023-06-22 15:54:01,281 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 15:54:14,877 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 15:54:28,263 - icews14_both - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.47836, Head : 0.42479, Avg : 0.45157 + +2023-06-22 15:54:28,263 - icews14_both - [INFO] - [Epoch 304]: Training Loss: 0.0014964, Valid MRR: 0.4545, + + + +2023-06-22 15:54:28,903 - icews14_both - [INFO] - [E:305| 0]: Train Loss:0.0014876, Val MRR:0.4545, icews14_both +2023-06-22 15:55:31,808 - icews14_both - [INFO] - [E:305| 100]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both +2023-06-22 15:56:34,674 - icews14_both - [INFO] - [E:305| 200]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both +2023-06-22 15:57:37,553 - icews14_both - [INFO] - [E:305| 300]: Train Loss:0.001496, Val MRR:0.4545, icews14_both +2023-06-22 15:58:40,433 - icews14_both - [INFO] - [E:305| 400]: Train Loss:0.001496, Val MRR:0.4545, icews14_both +2023-06-22 15:59:43,286 - icews14_both - [INFO] - [E:305| 500]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 16:00:46,159 - icews14_both - [INFO] - [E:305| 600]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 16:01:49,045 - icews14_both - [INFO] - [E:305| 700]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 16:02:51,921 - icews14_both - [INFO] - [E:305| 800]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 16:03:54,807 - icews14_both - [INFO] - [E:305| 900]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both +2023-06-22 16:04:39,034 - icews14_both - [INFO] - [Epoch:305]: Training Loss:0.001496 + +2023-06-22 16:04:39,248 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 16:04:52,870 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 16:05:06,317 - icews14_both - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.48062, Head : 0.4274, Avg : 0.45401 + +2023-06-22 16:05:06,317 - icews14_both - [INFO] - [Epoch 305]: Training Loss: 0.0014963, Valid MRR: 0.4545, + + + +2023-06-22 16:05:06,955 - icews14_both - [INFO] - [E:306| 0]: Train Loss:0.0015074, Val MRR:0.4545, icews14_both +2023-06-22 16:06:09,926 - icews14_both - [INFO] - [E:306| 100]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both +2023-06-22 16:07:12,758 - icews14_both - [INFO] - [E:306| 200]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 16:08:15,614 - icews14_both - [INFO] - [E:306| 300]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both +2023-06-22 16:09:18,471 - icews14_both - [INFO] - [E:306| 400]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both +2023-06-22 16:10:21,305 - icews14_both - [INFO] - [E:306| 500]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both +2023-06-22 16:11:24,124 - icews14_both - [INFO] - [E:306| 600]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 16:12:26,963 - icews14_both - [INFO] - [E:306| 700]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 16:13:29,778 - icews14_both - [INFO] - [E:306| 800]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 16:14:32,626 - icews14_both - [INFO] - [E:306| 900]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both +2023-06-22 16:15:16,736 - icews14_both - [INFO] - [Epoch:306]: Training Loss:0.001496 + +2023-06-22 16:15:16,949 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 16:15:30,532 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 16:15:43,910 - icews14_both - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.47638, Head : 0.42157, Avg : 0.44897 + +2023-06-22 16:15:43,910 - icews14_both - [INFO] - [Epoch 306]: Training Loss: 0.001496, Valid MRR: 0.4545, + + + +2023-06-22 16:15:44,548 - icews14_both - [INFO] - [E:307| 0]: Train Loss:0.0014889, Val MRR:0.4545, icews14_both +2023-06-22 16:16:47,341 - icews14_both - [INFO] - [E:307| 100]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 16:17:50,124 - icews14_both - [INFO] - [E:307| 200]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both +2023-06-22 16:18:52,909 - icews14_both - [INFO] - [E:307| 300]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both +2023-06-22 16:19:55,730 - icews14_both - [INFO] - [E:307| 400]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 16:20:58,513 - icews14_both - [INFO] - [E:307| 500]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 16:22:01,288 - icews14_both - [INFO] - [E:307| 600]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both +2023-06-22 16:23:04,070 - icews14_both - [INFO] - [E:307| 700]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both +2023-06-22 16:24:06,816 - icews14_both - [INFO] - [E:307| 800]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both +2023-06-22 16:25:09,566 - icews14_both - [INFO] - [E:307| 900]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both +2023-06-22 16:25:53,722 - icews14_both - [INFO] - [Epoch:307]: Training Loss:0.001496 + +2023-06-22 16:25:53,934 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 16:26:07,537 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 16:26:20,926 - icews14_both - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.47984, Head : 0.42546, Avg : 0.45265 + +2023-06-22 16:26:20,926 - icews14_both - [INFO] - [Epoch 307]: Training Loss: 0.0014963, Valid MRR: 0.4545, + + + +2023-06-22 16:26:21,561 - icews14_both - [INFO] - [E:308| 0]: Train Loss:0.0014894, Val MRR:0.4545, icews14_both +2023-06-22 16:27:24,378 - icews14_both - [INFO] - [E:308| 100]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 16:28:27,169 - icews14_both - [INFO] - [E:308| 200]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both +2023-06-22 16:29:29,963 - icews14_both - [INFO] - [E:308| 300]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 16:30:32,767 - icews14_both - [INFO] - [E:308| 400]: Train Loss:0.001496, Val MRR:0.4545, icews14_both +2023-06-22 16:31:35,570 - icews14_both - [INFO] - [E:308| 500]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both +2023-06-22 16:32:38,346 - icews14_both - [INFO] - [E:308| 600]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both +2023-06-22 16:33:41,382 - icews14_both - [INFO] - [E:308| 700]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both +2023-06-22 16:34:44,289 - icews14_both - [INFO] - [E:308| 800]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 16:35:47,210 - icews14_both - [INFO] - [E:308| 900]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 16:36:31,430 - icews14_both - [INFO] - [Epoch:308]: Training Loss:0.001496 + +2023-06-22 16:36:31,643 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 16:36:45,252 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 16:36:58,651 - icews14_both - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.47908, Head : 0.4256, Avg : 0.45234 + +2023-06-22 16:36:58,651 - icews14_both - [INFO] - [Epoch 308]: Training Loss: 0.0014962, Valid MRR: 0.4545, + + + +2023-06-22 16:36:59,290 - icews14_both - [INFO] - [E:309| 0]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both +2023-06-22 16:38:02,182 - icews14_both - [INFO] - [E:309| 100]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 16:39:05,081 - icews14_both - [INFO] - [E:309| 200]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both +2023-06-22 16:40:07,966 - icews14_both - [INFO] - [E:309| 300]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both +2023-06-22 16:41:10,827 - icews14_both - [INFO] - [E:309| 400]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 16:42:13,708 - icews14_both - [INFO] - [E:309| 500]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 16:43:16,593 - icews14_both - [INFO] - [E:309| 600]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 16:44:19,471 - icews14_both - [INFO] - [E:309| 700]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 16:45:22,362 - icews14_both - [INFO] - [E:309| 800]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both +2023-06-22 16:46:25,253 - icews14_both - [INFO] - [E:309| 900]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 16:47:09,488 - icews14_both - [INFO] - [Epoch:309]: Training Loss:0.001496 + +2023-06-22 16:47:09,701 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 16:47:23,313 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 16:47:36,710 - icews14_both - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.47901, Head : 0.42567, Avg : 0.45234 + MR: Tail : 566.13, Head : 660.41, Avg : 613.27 + Hit-1: Tail : 0.39814, Head : 0.34371, Avg : 0.37093 + Hit-3: Tail : 0.52179, Head : 0.46552, Avg : 0.49365 + Hit-10: Tail : 0.62895, Head : 0.58208, Avg : 0.60552 +2023-06-22 16:47:36,710 - icews14_both - [INFO] - [Epoch 309]: Training Loss: 0.0014961, Valid MRR: 0.4545, + + + +2023-06-22 16:47:37,353 - icews14_both - [INFO] - [E:310| 0]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both +2023-06-22 16:48:40,241 - icews14_both - [INFO] - [E:310| 100]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both +2023-06-22 16:49:43,124 - icews14_both - [INFO] - [E:310| 200]: Train Loss:0.001496, Val MRR:0.4545, icews14_both +2023-06-22 16:50:46,062 - icews14_both - [INFO] - [E:310| 300]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 16:51:49,049 - icews14_both - [INFO] - [E:310| 400]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both +2023-06-22 16:52:51,998 - icews14_both - [INFO] - [E:310| 500]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 16:53:54,965 - icews14_both - [INFO] - [E:310| 600]: Train Loss:0.001496, Val MRR:0.4545, icews14_both +2023-06-22 16:54:57,919 - icews14_both - [INFO] - [E:310| 700]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 16:56:00,871 - icews14_both - [INFO] - [E:310| 800]: Train Loss:0.001496, Val MRR:0.4545, icews14_both +2023-06-22 16:57:03,825 - icews14_both - [INFO] - [E:310| 900]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both +2023-06-22 16:57:48,094 - icews14_both - [INFO] - [Epoch:310]: Training Loss:0.001496 + +2023-06-22 16:57:48,307 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 16:58:01,922 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 16:58:15,334 - icews14_both - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.47762, Head : 0.4247, Avg : 0.45116 + +2023-06-22 16:58:15,335 - icews14_both - [INFO] - [Epoch 310]: Training Loss: 0.0014961, Valid MRR: 0.4545, + + + +2023-06-22 16:58:15,973 - icews14_both - [INFO] - [E:311| 0]: Train Loss:0.0014918, Val MRR:0.4545, icews14_both +2023-06-22 16:59:18,932 - icews14_both - [INFO] - [E:311| 100]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 17:00:21,870 - icews14_both - [INFO] - [E:311| 200]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:01:24,823 - icews14_both - [INFO] - [E:311| 300]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both +2023-06-22 17:02:27,612 - icews14_both - [INFO] - [E:311| 400]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both +2023-06-22 17:03:30,418 - icews14_both - [INFO] - [E:311| 500]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both +2023-06-22 17:04:33,197 - icews14_both - [INFO] - [E:311| 600]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both +2023-06-22 17:05:35,981 - icews14_both - [INFO] - [E:311| 700]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both +2023-06-22 17:06:38,782 - icews14_both - [INFO] - [E:311| 800]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both +2023-06-22 17:07:41,541 - icews14_both - [INFO] - [E:311| 900]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both +2023-06-22 17:08:25,682 - icews14_both - [INFO] - [Epoch:311]: Training Loss:0.001496 + +2023-06-22 17:08:25,895 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 17:08:39,512 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 17:08:52,911 - icews14_both - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.47746, Head : 0.42636, Avg : 0.45191 + +2023-06-22 17:08:52,911 - icews14_both - [INFO] - [Epoch 311]: Training Loss: 0.0014959, Valid MRR: 0.4545, + + + +2023-06-22 17:08:53,549 - icews14_both - [INFO] - [E:312| 0]: Train Loss:0.001493, Val MRR:0.4545, icews14_both +2023-06-22 17:09:56,319 - icews14_both - [INFO] - [E:312| 100]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both +2023-06-22 17:10:59,098 - icews14_both - [INFO] - [E:312| 200]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 17:12:02,001 - icews14_both - [INFO] - [E:312| 300]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:13:04,720 - icews14_both - [INFO] - [E:312| 400]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both +2023-06-22 17:14:07,428 - icews14_both - [INFO] - [E:312| 500]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both +2023-06-22 17:15:10,137 - icews14_both - [INFO] - [E:312| 600]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:16:12,849 - icews14_both - [INFO] - [E:312| 700]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:17:15,613 - icews14_both - [INFO] - [E:312| 800]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both +2023-06-22 17:18:18,480 - icews14_both - [INFO] - [E:312| 900]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:19:02,684 - icews14_both - [INFO] - [Epoch:312]: Training Loss:0.001496 + +2023-06-22 17:19:02,897 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 17:19:16,499 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 17:19:29,894 - icews14_both - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.47903, Head : 0.42639, Avg : 0.45271 + +2023-06-22 17:19:29,894 - icews14_both - [INFO] - [Epoch 312]: Training Loss: 0.0014957, Valid MRR: 0.4545, + + + +2023-06-22 17:19:30,533 - icews14_both - [INFO] - [E:313| 0]: Train Loss:0.0014908, Val MRR:0.4545, icews14_both +2023-06-22 17:20:33,395 - icews14_both - [INFO] - [E:313| 100]: Train Loss:0.0014943, Val MRR:0.4545, icews14_both +2023-06-22 17:21:36,243 - icews14_both - [INFO] - [E:313| 200]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 17:22:39,013 - icews14_both - [INFO] - [E:313| 300]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:23:41,894 - icews14_both - [INFO] - [E:313| 400]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both +2023-06-22 17:24:44,819 - icews14_both - [INFO] - [E:313| 500]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:25:50,952 - icews14_both - [INFO] - [E:313| 600]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:27:13,786 - icews14_both - [INFO] - [E:313| 700]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:28:17,621 - icews14_both - [INFO] - [E:313| 800]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:29:23,671 - icews14_both - [INFO] - [E:313| 900]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:30:07,827 - icews14_both - [INFO] - [Epoch:313]: Training Loss:0.001496 + +2023-06-22 17:30:08,039 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 17:30:21,631 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 17:30:35,018 - icews14_both - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.47887, Head : 0.42458, Avg : 0.45172 + +2023-06-22 17:30:35,018 - icews14_both - [INFO] - [Epoch 313]: Training Loss: 0.0014955, Valid MRR: 0.4545, + + + +2023-06-22 17:30:35,657 - icews14_both - [INFO] - [E:314| 0]: Train Loss:0.0014906, Val MRR:0.4545, icews14_both +2023-06-22 17:31:38,493 - icews14_both - [INFO] - [E:314| 100]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 17:33:10,738 - icews14_both - [INFO] - [E:314| 200]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 17:34:13,596 - icews14_both - [INFO] - [E:314| 300]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 17:35:16,451 - icews14_both - [INFO] - [E:314| 400]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 17:36:19,318 - icews14_both - [INFO] - [E:314| 500]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:37:22,193 - icews14_both - [INFO] - [E:314| 600]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:38:25,074 - icews14_both - [INFO] - [E:314| 700]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:39:27,976 - icews14_both - [INFO] - [E:314| 800]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:40:30,863 - icews14_both - [INFO] - [E:314| 900]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:41:15,111 - icews14_both - [INFO] - [Epoch:314]: Training Loss:0.001496 + +2023-06-22 17:41:15,323 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 17:41:28,931 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 17:41:42,328 - icews14_both - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.47757, Head : 0.42506, Avg : 0.45132 + +2023-06-22 17:41:42,328 - icews14_both - [INFO] - [Epoch 314]: Training Loss: 0.0014955, Valid MRR: 0.4545, + + + +2023-06-22 17:41:42,972 - icews14_both - [INFO] - [E:315| 0]: Train Loss:0.001493, Val MRR:0.4545, icews14_both +2023-06-22 17:42:45,860 - icews14_both - [INFO] - [E:315| 100]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:43:48,747 - icews14_both - [INFO] - [E:315| 200]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both +2023-06-22 17:44:51,632 - icews14_both - [INFO] - [E:315| 300]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:45:54,520 - icews14_both - [INFO] - [E:315| 400]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:46:57,382 - icews14_both - [INFO] - [E:315| 500]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:48:00,273 - icews14_both - [INFO] - [E:315| 600]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 17:49:03,123 - icews14_both - [INFO] - [E:315| 700]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:50:06,050 - icews14_both - [INFO] - [E:315| 800]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 17:51:08,766 - icews14_both - [INFO] - [E:315| 900]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both +2023-06-22 17:51:52,876 - icews14_both - [INFO] - [Epoch:315]: Training Loss:0.001495 + +2023-06-22 17:51:53,089 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 17:52:06,682 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 17:52:20,048 - icews14_both - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.47987, Head : 0.42606, Avg : 0.45296 + +2023-06-22 17:52:20,048 - icews14_both - [INFO] - [Epoch 315]: Training Loss: 0.0014953, Valid MRR: 0.4545, + + + +2023-06-22 17:52:20,686 - icews14_both - [INFO] - [E:316| 0]: Train Loss:0.0014939, Val MRR:0.4545, icews14_both +2023-06-22 17:53:23,406 - icews14_both - [INFO] - [E:316| 100]: Train Loss:0.0014945, Val MRR:0.4545, icews14_both +2023-06-22 17:54:26,143 - icews14_both - [INFO] - [E:316| 200]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 17:55:28,880 - icews14_both - [INFO] - [E:316| 300]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both +2023-06-22 17:56:31,612 - icews14_both - [INFO] - [E:316| 400]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 17:57:34,321 - icews14_both - [INFO] - [E:316| 500]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 17:58:37,078 - icews14_both - [INFO] - [E:316| 600]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both +2023-06-22 17:59:39,828 - icews14_both - [INFO] - [E:316| 700]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 18:00:42,573 - icews14_both - [INFO] - [E:316| 800]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 18:01:45,335 - icews14_both - [INFO] - [E:316| 900]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both +2023-06-22 18:02:29,487 - icews14_both - [INFO] - [Epoch:316]: Training Loss:0.001496 + +2023-06-22 18:02:29,700 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 18:02:43,291 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 18:02:56,669 - icews14_both - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.47777, Head : 0.42193, Avg : 0.44985 + +2023-06-22 18:02:56,669 - icews14_both - [INFO] - [Epoch 316]: Training Loss: 0.0014955, Valid MRR: 0.4545, + + + +2023-06-22 18:02:57,306 - icews14_both - [INFO] - [E:317| 0]: Train Loss:0.0014889, Val MRR:0.4545, icews14_both +2023-06-22 18:04:00,042 - icews14_both - [INFO] - [E:317| 100]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 18:05:02,780 - icews14_both - [INFO] - [E:317| 200]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 18:06:05,531 - icews14_both - [INFO] - [E:317| 300]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 18:07:08,296 - icews14_both - [INFO] - [E:317| 400]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both +2023-06-22 18:08:11,067 - icews14_both - [INFO] - [E:317| 500]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 18:09:13,825 - icews14_both - [INFO] - [E:317| 600]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:10:16,719 - icews14_both - [INFO] - [E:317| 700]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 18:11:19,676 - icews14_both - [INFO] - [E:317| 800]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:12:22,619 - icews14_both - [INFO] - [E:317| 900]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:13:06,872 - icews14_both - [INFO] - [Epoch:317]: Training Loss:0.001495 + +2023-06-22 18:13:07,085 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 18:13:20,709 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 18:13:34,120 - icews14_both - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.47698, Head : 0.42531, Avg : 0.45115 + +2023-06-22 18:13:34,120 - icews14_both - [INFO] - [Epoch 317]: Training Loss: 0.0014952, Valid MRR: 0.4545, + + + +2023-06-22 18:13:34,758 - icews14_both - [INFO] - [E:318| 0]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both +2023-06-22 18:14:37,662 - icews14_both - [INFO] - [E:318| 100]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 18:15:40,572 - icews14_both - [INFO] - [E:318| 200]: Train Loss:0.0014945, Val MRR:0.4545, icews14_both +2023-06-22 18:16:43,442 - icews14_both - [INFO] - [E:318| 300]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both +2023-06-22 18:17:46,246 - icews14_both - [INFO] - [E:318| 400]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 18:18:49,046 - icews14_both - [INFO] - [E:318| 500]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 18:19:51,934 - icews14_both - [INFO] - [E:318| 600]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both +2023-06-22 18:20:54,804 - icews14_both - [INFO] - [E:318| 700]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 18:21:57,713 - icews14_both - [INFO] - [E:318| 800]: Train Loss:0.0014952, Val MRR:0.4545, icews14_both +2023-06-22 18:23:00,733 - icews14_both - [INFO] - [E:318| 900]: Train Loss:0.0014952, Val MRR:0.4545, icews14_both +2023-06-22 18:23:44,907 - icews14_both - [INFO] - [Epoch:318]: Training Loss:0.001495 + +2023-06-22 18:23:45,121 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 18:23:58,730 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 18:24:12,131 - icews14_both - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.47888, Head : 0.42482, Avg : 0.45185 + +2023-06-22 18:24:12,131 - icews14_both - [INFO] - [Epoch 318]: Training Loss: 0.0014952, Valid MRR: 0.4545, + + + +2023-06-22 18:24:12,768 - icews14_both - [INFO] - [E:319| 0]: Train Loss:0.0014885, Val MRR:0.4545, icews14_both +2023-06-22 18:25:15,614 - icews14_both - [INFO] - [E:319| 100]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both +2023-06-22 18:26:18,453 - icews14_both - [INFO] - [E:319| 200]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 18:27:21,271 - icews14_both - [INFO] - [E:319| 300]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:28:24,267 - icews14_both - [INFO] - [E:319| 400]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both +2023-06-22 18:29:27,080 - icews14_both - [INFO] - [E:319| 500]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 18:30:29,878 - icews14_both - [INFO] - [E:319| 600]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 18:31:32,710 - icews14_both - [INFO] - [E:319| 700]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 18:32:35,564 - icews14_both - [INFO] - [E:319| 800]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:33:38,412 - icews14_both - [INFO] - [E:319| 900]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:34:22,604 - icews14_both - [INFO] - [Epoch:319]: Training Loss:0.001495 + +2023-06-22 18:34:22,817 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 18:34:36,447 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 18:34:49,855 - icews14_both - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.48197, Head : 0.4255, Avg : 0.45373 + MR: Tail : 563.75, Head : 655.82, Avg : 609.78 + Hit-1: Tail : 0.39876, Head : 0.34334, Avg : 0.37105 + Hit-3: Tail : 0.52862, Head : 0.46491, Avg : 0.49677 + Hit-10: Tail : 0.63359, Head : 0.58196, Avg : 0.60777 +2023-06-22 18:34:49,856 - icews14_both - [INFO] - [Epoch 319]: Training Loss: 0.0014952, Valid MRR: 0.4545, + + + +2023-06-22 18:34:50,498 - icews14_both - [INFO] - [E:320| 0]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both +2023-06-22 18:35:53,355 - icews14_both - [INFO] - [E:320| 100]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:36:56,187 - icews14_both - [INFO] - [E:320| 200]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:37:59,019 - icews14_both - [INFO] - [E:320| 300]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:39:01,880 - icews14_both - [INFO] - [E:320| 400]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:40:04,705 - icews14_both - [INFO] - [E:320| 500]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:41:07,514 - icews14_both - [INFO] - [E:320| 600]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:42:10,289 - icews14_both - [INFO] - [E:320| 700]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 18:43:13,142 - icews14_both - [INFO] - [E:320| 800]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 18:44:16,031 - icews14_both - [INFO] - [E:320| 900]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:45:00,263 - icews14_both - [INFO] - [Epoch:320]: Training Loss:0.001495 + +2023-06-22 18:45:00,476 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 18:45:14,087 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 18:45:27,490 - icews14_both - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.4768, Head : 0.42399, Avg : 0.4504 + +2023-06-22 18:45:27,490 - icews14_both - [INFO] - [Epoch 320]: Training Loss: 0.0014953, Valid MRR: 0.4545, + + + +2023-06-22 18:45:28,131 - icews14_both - [INFO] - [E:321| 0]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both +2023-06-22 18:46:31,007 - icews14_both - [INFO] - [E:321| 100]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 18:47:33,921 - icews14_both - [INFO] - [E:321| 200]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 18:48:36,950 - icews14_both - [INFO] - [E:321| 300]: Train Loss:0.0014946, Val MRR:0.4545, icews14_both +2023-06-22 18:49:39,831 - icews14_both - [INFO] - [E:321| 400]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both +2023-06-22 18:50:42,726 - icews14_both - [INFO] - [E:321| 500]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 18:51:45,617 - icews14_both - [INFO] - [E:321| 600]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 18:52:48,511 - icews14_both - [INFO] - [E:321| 700]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 18:53:51,422 - icews14_both - [INFO] - [E:321| 800]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 18:54:54,347 - icews14_both - [INFO] - [E:321| 900]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 18:55:38,596 - icews14_both - [INFO] - [Epoch:321]: Training Loss:0.001495 + +2023-06-22 18:55:38,808 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 18:55:52,435 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 18:56:05,845 - icews14_both - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.48105, Head : 0.42421, Avg : 0.45263 + +2023-06-22 18:56:05,846 - icews14_both - [INFO] - [Epoch 321]: Training Loss: 0.001495, Valid MRR: 0.4545, + + + +2023-06-22 18:56:06,483 - icews14_both - [INFO] - [E:322| 0]: Train Loss:0.0014926, Val MRR:0.4545, icews14_both +2023-06-22 18:57:09,377 - icews14_both - [INFO] - [E:322| 100]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 18:58:12,284 - icews14_both - [INFO] - [E:322| 200]: Train Loss:0.0014945, Val MRR:0.4545, icews14_both +2023-06-22 18:59:15,153 - icews14_both - [INFO] - [E:322| 300]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 19:00:18,013 - icews14_both - [INFO] - [E:322| 400]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both +2023-06-22 19:01:20,894 - icews14_both - [INFO] - [E:322| 500]: Train Loss:0.0014946, Val MRR:0.4545, icews14_both +2023-06-22 19:02:23,792 - icews14_both - [INFO] - [E:322| 600]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both +2023-06-22 19:03:26,626 - icews14_both - [INFO] - [E:322| 700]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both +2023-06-22 19:04:29,406 - icews14_both - [INFO] - [E:322| 800]: Train Loss:0.001495, Val MRR:0.4545, icews14_both +2023-06-22 19:05:32,178 - icews14_both - [INFO] - [E:322| 900]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both +2023-06-22 19:06:16,310 - icews14_both - [INFO] - [Epoch:322]: Training Loss:0.001495 + +2023-06-22 19:06:16,524 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 19:06:30,128 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 19:06:43,514 - icews14_both - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.48183, Head : 0.42813, Avg : 0.45498 + +2023-06-22 19:06:45,614 - icews14_both - [INFO] - [Epoch 322]: Training Loss: 0.0014949, Valid MRR: 0.45498, + + + +2023-06-22 19:06:46,252 - icews14_both - [INFO] - [E:323| 0]: Train Loss:0.0015118, Val MRR:0.45498, icews14_both +2023-06-22 19:07:48,967 - icews14_both - [INFO] - [E:323| 100]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 19:08:51,709 - icews14_both - [INFO] - [E:323| 200]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 19:09:54,459 - icews14_both - [INFO] - [E:323| 300]: Train Loss:0.0014948, Val MRR:0.45498, icews14_both +2023-06-22 19:10:57,218 - icews14_both - [INFO] - [E:323| 400]: Train Loss:0.0014947, Val MRR:0.45498, icews14_both +2023-06-22 19:11:59,988 - icews14_both - [INFO] - [E:323| 500]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both +2023-06-22 19:13:02,787 - icews14_both - [INFO] - [E:323| 600]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 19:14:05,603 - icews14_both - [INFO] - [E:323| 700]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both +2023-06-22 19:15:08,411 - icews14_both - [INFO] - [E:323| 800]: Train Loss:0.0014948, Val MRR:0.45498, icews14_both +2023-06-22 19:16:11,222 - icews14_both - [INFO] - [E:323| 900]: Train Loss:0.001495, Val MRR:0.45498, icews14_both +2023-06-22 19:16:55,390 - icews14_both - [INFO] - [Epoch:323]: Training Loss:0.001495 + +2023-06-22 19:16:55,608 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 19:17:09,233 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 19:17:22,625 - icews14_both - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.47926, Head : 0.42648, Avg : 0.45287 + +2023-06-22 19:17:22,626 - icews14_both - [INFO] - [Epoch 323]: Training Loss: 0.0014951, Valid MRR: 0.45498, + + + +2023-06-22 19:17:23,263 - icews14_both - [INFO] - [E:324| 0]: Train Loss:0.0015022, Val MRR:0.45498, icews14_both +2023-06-22 19:18:26,086 - icews14_both - [INFO] - [E:324| 100]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 19:19:28,989 - icews14_both - [INFO] - [E:324| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 19:20:31,863 - icews14_both - [INFO] - [E:324| 300]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 19:21:34,747 - icews14_both - [INFO] - [E:324| 400]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 19:22:37,576 - icews14_both - [INFO] - [E:324| 500]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 19:23:40,436 - icews14_both - [INFO] - [E:324| 600]: Train Loss:0.0014947, Val MRR:0.45498, icews14_both +2023-06-22 19:24:43,257 - icews14_both - [INFO] - [E:324| 700]: Train Loss:0.0014947, Val MRR:0.45498, icews14_both +2023-06-22 19:25:46,024 - icews14_both - [INFO] - [E:324| 800]: Train Loss:0.0014947, Val MRR:0.45498, icews14_both +2023-06-22 19:26:48,782 - icews14_both - [INFO] - [E:324| 900]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both +2023-06-22 19:27:32,927 - icews14_both - [INFO] - [Epoch:324]: Training Loss:0.001495 + +2023-06-22 19:27:33,140 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 19:27:46,729 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 19:28:00,115 - icews14_both - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.48101, Head : 0.42877, Avg : 0.45489 + +2023-06-22 19:28:00,115 - icews14_both - [INFO] - [Epoch 324]: Training Loss: 0.0014949, Valid MRR: 0.45498, + + + +2023-06-22 19:28:00,753 - icews14_both - [INFO] - [E:325| 0]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-22 19:29:03,497 - icews14_both - [INFO] - [E:325| 100]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 19:30:06,265 - icews14_both - [INFO] - [E:325| 200]: Train Loss:0.0014948, Val MRR:0.45498, icews14_both +2023-06-22 19:31:09,004 - icews14_both - [INFO] - [E:325| 300]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both +2023-06-22 19:32:11,774 - icews14_both - [INFO] - [E:325| 400]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both +2023-06-22 19:33:14,539 - icews14_both - [INFO] - [E:325| 500]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 19:34:17,329 - icews14_both - [INFO] - [E:325| 600]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 19:35:20,142 - icews14_both - [INFO] - [E:325| 700]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 19:36:22,919 - icews14_both - [INFO] - [E:325| 800]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 19:37:25,682 - icews14_both - [INFO] - [E:325| 900]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 19:38:09,818 - icews14_both - [INFO] - [Epoch:325]: Training Loss:0.001494 + +2023-06-22 19:38:10,032 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 19:38:23,634 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 19:38:37,017 - icews14_both - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.47857, Head : 0.42849, Avg : 0.45353 + +2023-06-22 19:38:37,017 - icews14_both - [INFO] - [Epoch 325]: Training Loss: 0.0014945, Valid MRR: 0.45498, + + + +2023-06-22 19:38:37,659 - icews14_both - [INFO] - [E:326| 0]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-22 19:39:40,585 - icews14_both - [INFO] - [E:326| 100]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both +2023-06-22 19:40:43,278 - icews14_both - [INFO] - [E:326| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 19:41:45,985 - icews14_both - [INFO] - [E:326| 300]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 19:42:48,671 - icews14_both - [INFO] - [E:326| 400]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 19:43:51,362 - icews14_both - [INFO] - [E:326| 500]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 19:44:54,059 - icews14_both - [INFO] - [E:326| 600]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 19:45:56,781 - icews14_both - [INFO] - [E:326| 700]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 19:46:59,490 - icews14_both - [INFO] - [E:326| 800]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 19:48:02,187 - icews14_both - [INFO] - [E:326| 900]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both +2023-06-22 19:48:46,314 - icews14_both - [INFO] - [Epoch:326]: Training Loss:0.001495 + +2023-06-22 19:48:46,527 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 19:49:00,130 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 19:49:13,511 - icews14_both - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.47916, Head : 0.42686, Avg : 0.45301 + +2023-06-22 19:49:13,511 - icews14_both - [INFO] - [Epoch 326]: Training Loss: 0.0014946, Valid MRR: 0.45498, + + + +2023-06-22 19:49:14,148 - icews14_both - [INFO] - [E:327| 0]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-22 19:50:16,870 - icews14_both - [INFO] - [E:327| 100]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 19:51:19,603 - icews14_both - [INFO] - [E:327| 200]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 19:52:22,318 - icews14_both - [INFO] - [E:327| 300]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 19:53:25,014 - icews14_both - [INFO] - [E:327| 400]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 19:54:27,702 - icews14_both - [INFO] - [E:327| 500]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 19:55:30,416 - icews14_both - [INFO] - [E:327| 600]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 19:56:33,141 - icews14_both - [INFO] - [E:327| 700]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 19:57:35,848 - icews14_both - [INFO] - [E:327| 800]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 19:58:38,559 - icews14_both - [INFO] - [E:327| 900]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both +2023-06-22 19:59:22,640 - icews14_both - [INFO] - [Epoch:327]: Training Loss:0.001495 + +2023-06-22 19:59:22,852 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 19:59:36,449 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 19:59:49,840 - icews14_both - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.47875, Head : 0.42411, Avg : 0.45143 + +2023-06-22 19:59:49,840 - icews14_both - [INFO] - [Epoch 327]: Training Loss: 0.0014947, Valid MRR: 0.45498, + + + +2023-06-22 19:59:50,486 - icews14_both - [INFO] - [E:328| 0]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-22 20:00:53,320 - icews14_both - [INFO] - [E:328| 100]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 20:01:56,159 - icews14_both - [INFO] - [E:328| 200]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 20:02:59,000 - icews14_both - [INFO] - [E:328| 300]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 20:04:01,834 - icews14_both - [INFO] - [E:328| 400]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 20:05:04,661 - icews14_both - [INFO] - [E:328| 500]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 20:06:07,504 - icews14_both - [INFO] - [E:328| 600]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 20:07:10,357 - icews14_both - [INFO] - [E:328| 700]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 20:08:13,180 - icews14_both - [INFO] - [E:328| 800]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 20:09:16,007 - icews14_both - [INFO] - [E:328| 900]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 20:10:00,187 - icews14_both - [INFO] - [Epoch:328]: Training Loss:0.001494 + +2023-06-22 20:10:00,399 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 20:10:13,991 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 20:10:27,372 - icews14_both - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.47992, Head : 0.42773, Avg : 0.45382 + +2023-06-22 20:10:27,372 - icews14_both - [INFO] - [Epoch 328]: Training Loss: 0.0014945, Valid MRR: 0.45498, + + + +2023-06-22 20:10:28,008 - icews14_both - [INFO] - [E:329| 0]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-22 20:11:30,855 - icews14_both - [INFO] - [E:329| 100]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 20:12:33,698 - icews14_both - [INFO] - [E:329| 200]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 20:13:36,514 - icews14_both - [INFO] - [E:329| 300]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 20:14:39,352 - icews14_both - [INFO] - [E:329| 400]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 20:15:42,186 - icews14_both - [INFO] - [E:329| 500]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 20:16:45,029 - icews14_both - [INFO] - [E:329| 600]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 20:17:47,868 - icews14_both - [INFO] - [E:329| 700]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 20:18:50,730 - icews14_both - [INFO] - [E:329| 800]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 20:19:53,559 - icews14_both - [INFO] - [E:329| 900]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 20:20:37,728 - icews14_both - [INFO] - [Epoch:329]: Training Loss:0.001494 + +2023-06-22 20:20:37,941 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 20:20:51,547 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 20:21:04,942 - icews14_both - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.47585, Head : 0.42495, Avg : 0.4504 + MR: Tail : 580.26, Head : 663.14, Avg : 621.7 + Hit-1: Tail : 0.39461, Head : 0.34444, Avg : 0.36952 + Hit-3: Tail : 0.51788, Head : 0.46186, Avg : 0.48987 + Hit-10: Tail : 0.62541, Head : 0.5794, Avg : 0.6024 +2023-06-22 20:21:04,942 - icews14_both - [INFO] - [Epoch 329]: Training Loss: 0.0014944, Valid MRR: 0.45498, + + + +2023-06-22 20:21:05,581 - icews14_both - [INFO] - [E:330| 0]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-22 20:22:08,403 - icews14_both - [INFO] - [E:330| 100]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 20:23:11,231 - icews14_both - [INFO] - [E:330| 200]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 20:24:14,051 - icews14_both - [INFO] - [E:330| 300]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 20:25:16,865 - icews14_both - [INFO] - [E:330| 400]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 20:26:19,688 - icews14_both - [INFO] - [E:330| 500]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 20:27:22,497 - icews14_both - [INFO] - [E:330| 600]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 20:28:25,309 - icews14_both - [INFO] - [E:330| 700]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 20:29:28,116 - icews14_both - [INFO] - [E:330| 800]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 20:30:30,955 - icews14_both - [INFO] - [E:330| 900]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 20:31:15,138 - icews14_both - [INFO] - [Epoch:330]: Training Loss:0.001494 + +2023-06-22 20:31:15,351 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 20:31:28,950 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 20:31:42,333 - icews14_both - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.47462, Head : 0.42318, Avg : 0.4489 + +2023-06-22 20:31:42,333 - icews14_both - [INFO] - [Epoch 330]: Training Loss: 0.0014944, Valid MRR: 0.45498, + + + +2023-06-22 20:31:42,972 - icews14_both - [INFO] - [E:331| 0]: Train Loss:0.001502, Val MRR:0.45498, icews14_both +2023-06-22 20:32:45,797 - icews14_both - [INFO] - [E:331| 100]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 20:33:48,632 - icews14_both - [INFO] - [E:331| 200]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 20:34:51,452 - icews14_both - [INFO] - [E:331| 300]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 20:35:54,297 - icews14_both - [INFO] - [E:331| 400]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 20:36:57,110 - icews14_both - [INFO] - [E:331| 500]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 20:37:59,945 - icews14_both - [INFO] - [E:331| 600]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 20:39:02,789 - icews14_both - [INFO] - [E:331| 700]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 20:40:05,649 - icews14_both - [INFO] - [E:331| 800]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both +2023-06-22 20:41:08,491 - icews14_both - [INFO] - [E:331| 900]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 20:41:52,670 - icews14_both - [INFO] - [Epoch:331]: Training Loss:0.001494 + +2023-06-22 20:41:52,883 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 20:42:06,485 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 20:42:19,877 - icews14_both - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.47985, Head : 0.42869, Avg : 0.45427 + +2023-06-22 20:42:19,877 - icews14_both - [INFO] - [Epoch 331]: Training Loss: 0.0014945, Valid MRR: 0.45498, + + + +2023-06-22 20:42:20,514 - icews14_both - [INFO] - [E:332| 0]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-22 20:43:23,348 - icews14_both - [INFO] - [E:332| 100]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 20:44:26,198 - icews14_both - [INFO] - [E:332| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 20:45:29,042 - icews14_both - [INFO] - [E:332| 300]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 20:46:31,866 - icews14_both - [INFO] - [E:332| 400]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 20:47:34,677 - icews14_both - [INFO] - [E:332| 500]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both +2023-06-22 20:48:37,513 - icews14_both - [INFO] - [E:332| 600]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 20:49:40,338 - icews14_both - [INFO] - [E:332| 700]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 20:50:43,177 - icews14_both - [INFO] - [E:332| 800]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 20:51:46,041 - icews14_both - [INFO] - [E:332| 900]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 20:52:30,253 - icews14_both - [INFO] - [Epoch:332]: Training Loss:0.001494 + +2023-06-22 20:52:30,466 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 20:52:44,060 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 20:52:57,443 - icews14_both - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.47897, Head : 0.42802, Avg : 0.4535 + +2023-06-22 20:52:57,443 - icews14_both - [INFO] - [Epoch 332]: Training Loss: 0.0014943, Valid MRR: 0.45498, + + + +2023-06-22 20:52:58,082 - icews14_both - [INFO] - [E:333| 0]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-22 20:54:00,904 - icews14_both - [INFO] - [E:333| 100]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both +2023-06-22 20:55:03,735 - icews14_both - [INFO] - [E:333| 200]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 20:56:06,585 - icews14_both - [INFO] - [E:333| 300]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 20:57:09,412 - icews14_both - [INFO] - [E:333| 400]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 20:58:12,248 - icews14_both - [INFO] - [E:333| 500]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 20:59:15,100 - icews14_both - [INFO] - [E:333| 600]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 21:00:17,926 - icews14_both - [INFO] - [E:333| 700]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 21:01:20,772 - icews14_both - [INFO] - [E:333| 800]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 21:02:23,592 - icews14_both - [INFO] - [E:333| 900]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 21:03:07,762 - icews14_both - [INFO] - [Epoch:333]: Training Loss:0.001494 + +2023-06-22 21:03:07,974 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 21:03:21,583 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 21:03:34,978 - icews14_both - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.47818, Head : 0.42424, Avg : 0.45121 + +2023-06-22 21:03:34,978 - icews14_both - [INFO] - [Epoch 333]: Training Loss: 0.0014943, Valid MRR: 0.45498, + + + +2023-06-22 21:03:35,620 - icews14_both - [INFO] - [E:334| 0]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both +2023-06-22 21:04:38,456 - icews14_both - [INFO] - [E:334| 100]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both +2023-06-22 21:05:41,298 - icews14_both - [INFO] - [E:334| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 21:06:44,121 - icews14_both - [INFO] - [E:334| 300]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 21:07:46,945 - icews14_both - [INFO] - [E:334| 400]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:08:49,772 - icews14_both - [INFO] - [E:334| 500]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:09:52,607 - icews14_both - [INFO] - [E:334| 600]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 21:10:55,469 - icews14_both - [INFO] - [E:334| 700]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:11:58,303 - icews14_both - [INFO] - [E:334| 800]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 21:13:01,140 - icews14_both - [INFO] - [E:334| 900]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 21:13:45,307 - icews14_both - [INFO] - [Epoch:334]: Training Loss:0.001494 + +2023-06-22 21:13:45,520 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 21:13:59,117 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 21:14:12,506 - icews14_both - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.47857, Head : 0.42893, Avg : 0.45375 + +2023-06-22 21:14:12,506 - icews14_both - [INFO] - [Epoch 334]: Training Loss: 0.0014939, Valid MRR: 0.45498, + + + +2023-06-22 21:14:13,146 - icews14_both - [INFO] - [E:335| 0]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both +2023-06-22 21:15:15,998 - icews14_both - [INFO] - [E:335| 100]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-22 21:16:18,829 - icews14_both - [INFO] - [E:335| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 21:17:21,671 - icews14_both - [INFO] - [E:335| 300]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 21:18:24,499 - icews14_both - [INFO] - [E:335| 400]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 21:19:27,351 - icews14_both - [INFO] - [E:335| 500]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:20:30,190 - icews14_both - [INFO] - [E:335| 600]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 21:21:33,005 - icews14_both - [INFO] - [E:335| 700]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 21:22:35,832 - icews14_both - [INFO] - [E:335| 800]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 21:23:38,649 - icews14_both - [INFO] - [E:335| 900]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 21:24:22,828 - icews14_both - [INFO] - [Epoch:335]: Training Loss:0.001494 + +2023-06-22 21:24:23,041 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 21:24:36,652 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 21:24:50,038 - icews14_both - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.48042, Head : 0.42504, Avg : 0.45273 + +2023-06-22 21:24:50,038 - icews14_both - [INFO] - [Epoch 335]: Training Loss: 0.0014941, Valid MRR: 0.45498, + + + +2023-06-22 21:24:50,677 - icews14_both - [INFO] - [E:336| 0]: Train Loss:0.001503, Val MRR:0.45498, icews14_both +2023-06-22 21:25:53,496 - icews14_both - [INFO] - [E:336| 100]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 21:26:56,344 - icews14_both - [INFO] - [E:336| 200]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 21:27:59,162 - icews14_both - [INFO] - [E:336| 300]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 21:29:02,009 - icews14_both - [INFO] - [E:336| 400]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 21:30:04,847 - icews14_both - [INFO] - [E:336| 500]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:31:07,690 - icews14_both - [INFO] - [E:336| 600]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 21:32:10,526 - icews14_both - [INFO] - [E:336| 700]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 21:33:13,378 - icews14_both - [INFO] - [E:336| 800]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 21:34:16,212 - icews14_both - [INFO] - [E:336| 900]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 21:35:00,404 - icews14_both - [INFO] - [Epoch:336]: Training Loss:0.001494 + +2023-06-22 21:35:00,617 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 21:35:14,213 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 21:35:27,603 - icews14_both - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.47856, Head : 0.42647, Avg : 0.45251 + +2023-06-22 21:35:27,603 - icews14_both - [INFO] - [Epoch 336]: Training Loss: 0.0014939, Valid MRR: 0.45498, + + + +2023-06-22 21:35:28,243 - icews14_both - [INFO] - [E:337| 0]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-22 21:36:31,067 - icews14_both - [INFO] - [E:337| 100]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 21:37:33,901 - icews14_both - [INFO] - [E:337| 200]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:38:36,726 - icews14_both - [INFO] - [E:337| 300]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 21:39:39,547 - icews14_both - [INFO] - [E:337| 400]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 21:40:42,398 - icews14_both - [INFO] - [E:337| 500]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:41:45,201 - icews14_both - [INFO] - [E:337| 600]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:42:48,025 - icews14_both - [INFO] - [E:337| 700]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 21:43:50,866 - icews14_both - [INFO] - [E:337| 800]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 21:44:53,666 - icews14_both - [INFO] - [E:337| 900]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 21:45:37,849 - icews14_both - [INFO] - [Epoch:337]: Training Loss:0.001494 + +2023-06-22 21:45:38,063 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 21:45:51,679 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 21:46:05,076 - icews14_both - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.48053, Head : 0.42697, Avg : 0.45375 + +2023-06-22 21:46:05,077 - icews14_both - [INFO] - [Epoch 337]: Training Loss: 0.0014937, Valid MRR: 0.45498, + + + +2023-06-22 21:46:05,714 - icews14_both - [INFO] - [E:338| 0]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both +2023-06-22 21:47:08,580 - icews14_both - [INFO] - [E:338| 100]: Train Loss:0.001494, Val MRR:0.45498, icews14_both +2023-06-22 21:48:11,422 - icews14_both - [INFO] - [E:338| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 21:49:14,283 - icews14_both - [INFO] - [E:338| 300]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:50:17,158 - icews14_both - [INFO] - [E:338| 400]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 21:51:20,013 - icews14_both - [INFO] - [E:338| 500]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 21:52:22,860 - icews14_both - [INFO] - [E:338| 600]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 21:53:25,738 - icews14_both - [INFO] - [E:338| 700]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 21:54:28,596 - icews14_both - [INFO] - [E:338| 800]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 21:55:31,434 - icews14_both - [INFO] - [E:338| 900]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 21:56:15,639 - icews14_both - [INFO] - [Epoch:338]: Training Loss:0.001494 + +2023-06-22 21:56:15,852 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 21:56:29,463 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 21:56:42,822 - icews14_both - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.48101, Head : 0.42418, Avg : 0.4526 + +2023-06-22 21:56:42,822 - icews14_both - [INFO] - [Epoch 338]: Training Loss: 0.0014937, Valid MRR: 0.45498, + + + +2023-06-22 21:56:43,461 - icews14_both - [INFO] - [E:339| 0]: Train Loss:0.0014985, Val MRR:0.45498, icews14_both +2023-06-22 21:57:46,150 - icews14_both - [INFO] - [E:339| 100]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both +2023-06-22 21:58:48,834 - icews14_both - [INFO] - [E:339| 200]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 21:59:51,521 - icews14_both - [INFO] - [E:339| 300]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 22:00:54,264 - icews14_both - [INFO] - [E:339| 400]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 22:01:56,968 - icews14_both - [INFO] - [E:339| 500]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 22:02:59,682 - icews14_both - [INFO] - [E:339| 600]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 22:04:02,420 - icews14_both - [INFO] - [E:339| 700]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 22:05:05,134 - icews14_both - [INFO] - [E:339| 800]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 22:06:07,876 - icews14_both - [INFO] - [E:339| 900]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 22:06:51,964 - icews14_both - [INFO] - [Epoch:339]: Training Loss:0.001494 + +2023-06-22 22:06:52,176 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 22:07:05,767 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 22:07:19,152 - icews14_both - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.47961, Head : 0.42466, Avg : 0.45214 + MR: Tail : 565.96, Head : 641.36, Avg : 603.66 + Hit-1: Tail : 0.39766, Head : 0.34322, Avg : 0.37044 + Hit-3: Tail : 0.52423, Head : 0.46296, Avg : 0.49359 + Hit-10: Tail : 0.63347, Head : 0.58294, Avg : 0.6082 +2023-06-22 22:07:19,152 - icews14_both - [INFO] - [Epoch 339]: Training Loss: 0.0014936, Valid MRR: 0.45498, + + + +2023-06-22 22:07:19,790 - icews14_both - [INFO] - [E:340| 0]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 22:08:22,500 - icews14_both - [INFO] - [E:340| 100]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 22:09:25,209 - icews14_both - [INFO] - [E:340| 200]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 22:10:27,889 - icews14_both - [INFO] - [E:340| 300]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 22:11:30,581 - icews14_both - [INFO] - [E:340| 400]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 22:12:33,276 - icews14_both - [INFO] - [E:340| 500]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 22:13:35,979 - icews14_both - [INFO] - [E:340| 600]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 22:14:38,666 - icews14_both - [INFO] - [E:340| 700]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 22:15:41,363 - icews14_both - [INFO] - [E:340| 800]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both +2023-06-22 22:16:44,060 - icews14_both - [INFO] - [E:340| 900]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 22:17:28,139 - icews14_both - [INFO] - [Epoch:340]: Training Loss:0.001494 + +2023-06-22 22:17:28,352 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 22:17:41,938 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 22:17:55,299 - icews14_both - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.47606, Head : 0.42545, Avg : 0.45076 + +2023-06-22 22:17:55,299 - icews14_both - [INFO] - [Epoch 340]: Training Loss: 0.0014937, Valid MRR: 0.45498, + + + +2023-06-22 22:17:55,936 - icews14_both - [INFO] - [E:341| 0]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-22 22:18:58,661 - icews14_both - [INFO] - [E:341| 100]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both +2023-06-22 22:20:01,352 - icews14_both - [INFO] - [E:341| 200]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both +2023-06-22 22:21:04,037 - icews14_both - [INFO] - [E:341| 300]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both +2023-06-22 22:22:06,809 - icews14_both - [INFO] - [E:341| 400]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 22:23:09,581 - icews14_both - [INFO] - [E:341| 500]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 22:24:12,360 - icews14_both - [INFO] - [E:341| 600]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 22:25:15,152 - icews14_both - [INFO] - [E:341| 700]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 22:26:17,945 - icews14_both - [INFO] - [E:341| 800]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both +2023-06-22 22:27:20,734 - icews14_both - [INFO] - [E:341| 900]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 22:28:04,883 - icews14_both - [INFO] - [Epoch:341]: Training Loss:0.001494 + +2023-06-22 22:28:05,096 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 22:28:18,704 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 22:28:32,102 - icews14_both - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.47946, Head : 0.42475, Avg : 0.45211 + +2023-06-22 22:28:32,102 - icews14_both - [INFO] - [Epoch 341]: Training Loss: 0.0014935, Valid MRR: 0.45498, + + + +2023-06-22 22:28:32,739 - icews14_both - [INFO] - [E:342| 0]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-22 22:29:35,554 - icews14_both - [INFO] - [E:342| 100]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-22 22:30:38,340 - icews14_both - [INFO] - [E:342| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 22:31:41,121 - icews14_both - [INFO] - [E:342| 300]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 22:32:43,915 - icews14_both - [INFO] - [E:342| 400]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 22:33:46,672 - icews14_both - [INFO] - [E:342| 500]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 22:34:49,453 - icews14_both - [INFO] - [E:342| 600]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 22:35:52,220 - icews14_both - [INFO] - [E:342| 700]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 22:36:55,035 - icews14_both - [INFO] - [E:342| 800]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 22:37:57,850 - icews14_both - [INFO] - [E:342| 900]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both +2023-06-22 22:38:42,011 - icews14_both - [INFO] - [Epoch:342]: Training Loss:0.001493 + +2023-06-22 22:38:42,224 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 22:38:55,818 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 22:39:09,204 - icews14_both - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.47561, Head : 0.4227, Avg : 0.44915 + +2023-06-22 22:39:09,204 - icews14_both - [INFO] - [Epoch 342]: Training Loss: 0.0014935, Valid MRR: 0.45498, + + + +2023-06-22 22:39:09,845 - icews14_both - [INFO] - [E:343| 0]: Train Loss:0.0015003, Val MRR:0.45498, icews14_both +2023-06-22 22:40:12,636 - icews14_both - [INFO] - [E:343| 100]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 22:41:15,432 - icews14_both - [INFO] - [E:343| 200]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 22:42:18,247 - icews14_both - [INFO] - [E:343| 300]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-22 22:43:21,069 - icews14_both - [INFO] - [E:343| 400]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 22:44:23,872 - icews14_both - [INFO] - [E:343| 500]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 22:45:26,673 - icews14_both - [INFO] - [E:343| 600]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 22:46:29,449 - icews14_both - [INFO] - [E:343| 700]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 22:47:32,245 - icews14_both - [INFO] - [E:343| 800]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 22:48:35,026 - icews14_both - [INFO] - [E:343| 900]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-22 22:49:19,167 - icews14_both - [INFO] - [Epoch:343]: Training Loss:0.001494 + +2023-06-22 22:49:19,379 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 22:49:32,976 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 22:49:46,364 - icews14_both - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.48064, Head : 0.42781, Avg : 0.45422 + +2023-06-22 22:49:46,364 - icews14_both - [INFO] - [Epoch 343]: Training Loss: 0.0014936, Valid MRR: 0.45498, + + + +2023-06-22 22:49:47,000 - icews14_both - [INFO] - [E:344| 0]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-22 22:50:49,781 - icews14_both - [INFO] - [E:344| 100]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-22 22:51:52,566 - icews14_both - [INFO] - [E:344| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 22:52:55,351 - icews14_both - [INFO] - [E:344| 300]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 22:53:58,128 - icews14_both - [INFO] - [E:344| 400]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 22:55:00,936 - icews14_both - [INFO] - [E:344| 500]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 22:56:03,705 - icews14_both - [INFO] - [E:344| 600]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 22:57:06,509 - icews14_both - [INFO] - [E:344| 700]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 22:58:09,287 - icews14_both - [INFO] - [E:344| 800]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 22:59:12,083 - icews14_both - [INFO] - [E:344| 900]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both +2023-06-22 22:59:56,252 - icews14_both - [INFO] - [Epoch:344]: Training Loss:0.001493 + +2023-06-22 22:59:56,465 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 23:00:10,059 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 23:00:23,444 - icews14_both - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.47826, Head : 0.4271, Avg : 0.45268 + +2023-06-22 23:00:23,444 - icews14_both - [INFO] - [Epoch 344]: Training Loss: 0.0014934, Valid MRR: 0.45498, + + + +2023-06-22 23:00:24,085 - icews14_both - [INFO] - [E:345| 0]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both +2023-06-22 23:01:26,876 - icews14_both - [INFO] - [E:345| 100]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-22 23:02:29,660 - icews14_both - [INFO] - [E:345| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 23:03:32,455 - icews14_both - [INFO] - [E:345| 300]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-22 23:04:35,279 - icews14_both - [INFO] - [E:345| 400]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-22 23:05:38,080 - icews14_both - [INFO] - [E:345| 500]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 23:06:40,844 - icews14_both - [INFO] - [E:345| 600]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 23:07:43,651 - icews14_both - [INFO] - [E:345| 700]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 23:08:46,436 - icews14_both - [INFO] - [E:345| 800]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 23:09:49,196 - icews14_both - [INFO] - [E:345| 900]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 23:10:33,334 - icews14_both - [INFO] - [Epoch:345]: Training Loss:0.001493 + +2023-06-22 23:10:33,548 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 23:10:47,144 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 23:11:00,530 - icews14_both - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.47663, Head : 0.42272, Avg : 0.44967 + +2023-06-22 23:11:00,530 - icews14_both - [INFO] - [Epoch 345]: Training Loss: 0.0014933, Valid MRR: 0.45498, + + + +2023-06-22 23:11:01,168 - icews14_both - [INFO] - [E:346| 0]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-22 23:12:03,981 - icews14_both - [INFO] - [E:346| 100]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-22 23:13:06,780 - icews14_both - [INFO] - [E:346| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 23:14:09,503 - icews14_both - [INFO] - [E:346| 300]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 23:15:12,210 - icews14_both - [INFO] - [E:346| 400]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 23:16:14,904 - icews14_both - [INFO] - [E:346| 500]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 23:17:17,622 - icews14_both - [INFO] - [E:346| 600]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 23:18:20,330 - icews14_both - [INFO] - [E:346| 700]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 23:19:23,049 - icews14_both - [INFO] - [E:346| 800]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 23:20:25,771 - icews14_both - [INFO] - [E:346| 900]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 23:21:09,887 - icews14_both - [INFO] - [Epoch:346]: Training Loss:0.001493 + +2023-06-22 23:21:10,101 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 23:21:23,681 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 23:21:37,053 - icews14_both - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.47603, Head : 0.42776, Avg : 0.4519 + +2023-06-22 23:21:37,053 - icews14_both - [INFO] - [Epoch 346]: Training Loss: 0.0014933, Valid MRR: 0.45498, + + + +2023-06-22 23:21:37,691 - icews14_both - [INFO] - [E:347| 0]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both +2023-06-22 23:22:40,412 - icews14_both - [INFO] - [E:347| 100]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-22 23:23:43,120 - icews14_both - [INFO] - [E:347| 200]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-22 23:24:45,820 - icews14_both - [INFO] - [E:347| 300]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-22 23:25:48,512 - icews14_both - [INFO] - [E:347| 400]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-22 23:26:51,214 - icews14_both - [INFO] - [E:347| 500]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-22 23:27:53,899 - icews14_both - [INFO] - [E:347| 600]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-22 23:28:56,600 - icews14_both - [INFO] - [E:347| 700]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 23:29:59,310 - icews14_both - [INFO] - [E:347| 800]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 23:31:02,014 - icews14_both - [INFO] - [E:347| 900]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 23:31:46,086 - icews14_both - [INFO] - [Epoch:347]: Training Loss:0.001493 + +2023-06-22 23:31:46,299 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 23:31:59,896 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 23:32:13,304 - icews14_both - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.47798, Head : 0.42756, Avg : 0.45277 + +2023-06-22 23:32:13,304 - icews14_both - [INFO] - [Epoch 347]: Training Loss: 0.0014932, Valid MRR: 0.45498, + + + +2023-06-22 23:32:13,942 - icews14_both - [INFO] - [E:348| 0]: Train Loss:0.0014966, Val MRR:0.45498, icews14_both +2023-06-22 23:33:16,691 - icews14_both - [INFO] - [E:348| 100]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-22 23:34:19,417 - icews14_both - [INFO] - [E:348| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 23:35:22,147 - icews14_both - [INFO] - [E:348| 300]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 23:36:24,875 - icews14_both - [INFO] - [E:348| 400]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 23:37:27,612 - icews14_both - [INFO] - [E:348| 500]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 23:38:30,347 - icews14_both - [INFO] - [E:348| 600]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 23:39:33,092 - icews14_both - [INFO] - [E:348| 700]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 23:40:35,836 - icews14_both - [INFO] - [E:348| 800]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 23:41:38,555 - icews14_both - [INFO] - [E:348| 900]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 23:42:22,683 - icews14_both - [INFO] - [Epoch:348]: Training Loss:0.001493 + +2023-06-22 23:42:22,895 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 23:42:36,492 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 23:42:49,878 - icews14_both - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.4757, Head : 0.42581, Avg : 0.45076 + +2023-06-22 23:42:49,878 - icews14_both - [INFO] - [Epoch 348]: Training Loss: 0.0014932, Valid MRR: 0.45498, + + + +2023-06-22 23:42:50,514 - icews14_both - [INFO] - [E:349| 0]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-22 23:43:53,223 - icews14_both - [INFO] - [E:349| 100]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-22 23:44:55,942 - icews14_both - [INFO] - [E:349| 200]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 23:45:58,655 - icews14_both - [INFO] - [E:349| 300]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 23:47:01,390 - icews14_both - [INFO] - [E:349| 400]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 23:48:04,128 - icews14_both - [INFO] - [E:349| 500]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-22 23:49:06,842 - icews14_both - [INFO] - [E:349| 600]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 23:50:09,565 - icews14_both - [INFO] - [E:349| 700]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 23:51:12,269 - icews14_both - [INFO] - [E:349| 800]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 23:52:14,984 - icews14_both - [INFO] - [E:349| 900]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 23:52:59,083 - icews14_both - [INFO] - [Epoch:349]: Training Loss:0.001493 + +2023-06-22 23:52:59,295 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-22 23:53:12,893 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-22 23:53:26,286 - icews14_both - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.47798, Head : 0.42861, Avg : 0.4533 + MR: Tail : 599.7, Head : 686.71, Avg : 643.21 + Hit-1: Tail : 0.3968, Head : 0.34957, Avg : 0.37318 + Hit-3: Tail : 0.52264, Head : 0.46698, Avg : 0.49481 + Hit-10: Tail : 0.62627, Head : 0.57854, Avg : 0.6024 +2023-06-22 23:53:26,286 - icews14_both - [INFO] - [Epoch 349]: Training Loss: 0.0014931, Valid MRR: 0.45498, + + + +2023-06-22 23:53:26,924 - icews14_both - [INFO] - [E:350| 0]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-22 23:54:29,660 - icews14_both - [INFO] - [E:350| 100]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-22 23:55:32,374 - icews14_both - [INFO] - [E:350| 200]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both +2023-06-22 23:56:35,095 - icews14_both - [INFO] - [E:350| 300]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-22 23:57:37,809 - icews14_both - [INFO] - [E:350| 400]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-22 23:58:40,512 - icews14_both - [INFO] - [E:350| 500]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-22 23:59:43,237 - icews14_both - [INFO] - [E:350| 600]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 00:00:45,965 - icews14_both - [INFO] - [E:350| 700]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 00:01:48,700 - icews14_both - [INFO] - [E:350| 800]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 00:02:51,399 - icews14_both - [INFO] - [E:350| 900]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-23 00:03:35,503 - icews14_both - [INFO] - [Epoch:350]: Training Loss:0.001493 + +2023-06-23 00:03:35,717 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 00:03:49,311 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 00:04:02,711 - icews14_both - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.47555, Head : 0.43032, Avg : 0.45294 + +2023-06-23 00:04:02,711 - icews14_both - [INFO] - [Epoch 350]: Training Loss: 0.0014929, Valid MRR: 0.45498, + + + +2023-06-23 00:04:03,346 - icews14_both - [INFO] - [E:351| 0]: Train Loss:0.0014831, Val MRR:0.45498, icews14_both +2023-06-23 00:05:06,051 - icews14_both - [INFO] - [E:351| 100]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-23 00:06:08,781 - icews14_both - [INFO] - [E:351| 200]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 00:07:11,511 - icews14_both - [INFO] - [E:351| 300]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 00:08:14,255 - icews14_both - [INFO] - [E:351| 400]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-23 00:09:16,980 - icews14_both - [INFO] - [E:351| 500]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 00:10:19,714 - icews14_both - [INFO] - [E:351| 600]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 00:11:22,460 - icews14_both - [INFO] - [E:351| 700]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 00:12:25,192 - icews14_both - [INFO] - [E:351| 800]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-23 00:13:27,924 - icews14_both - [INFO] - [E:351| 900]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-23 00:14:12,065 - icews14_both - [INFO] - [Epoch:351]: Training Loss:0.001493 + +2023-06-23 00:14:12,279 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 00:14:25,880 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 00:14:39,271 - icews14_both - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.47589, Head : 0.42534, Avg : 0.45061 + +2023-06-23 00:14:39,271 - icews14_both - [INFO] - [Epoch 351]: Training Loss: 0.001493, Valid MRR: 0.45498, + + + +2023-06-23 00:14:39,912 - icews14_both - [INFO] - [E:352| 0]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 00:15:42,655 - icews14_both - [INFO] - [E:352| 100]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 00:16:45,392 - icews14_both - [INFO] - [E:352| 200]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 00:17:48,125 - icews14_both - [INFO] - [E:352| 300]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 00:18:50,893 - icews14_both - [INFO] - [E:352| 400]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 00:19:53,643 - icews14_both - [INFO] - [E:352| 500]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-23 00:20:56,403 - icews14_both - [INFO] - [E:352| 600]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 00:21:59,177 - icews14_both - [INFO] - [E:352| 700]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 00:23:01,927 - icews14_both - [INFO] - [E:352| 800]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-23 00:24:04,686 - icews14_both - [INFO] - [E:352| 900]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-23 00:24:48,820 - icews14_both - [INFO] - [Epoch:352]: Training Loss:0.001493 + +2023-06-23 00:24:49,034 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 00:25:02,647 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 00:25:16,030 - icews14_both - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.47559, Head : 0.42171, Avg : 0.44865 + +2023-06-23 00:25:16,030 - icews14_both - [INFO] - [Epoch 352]: Training Loss: 0.0014929, Valid MRR: 0.45498, + + + +2023-06-23 00:25:16,666 - icews14_both - [INFO] - [E:353| 0]: Train Loss:0.001484, Val MRR:0.45498, icews14_both +2023-06-23 00:26:19,425 - icews14_both - [INFO] - [E:353| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 00:27:22,199 - icews14_both - [INFO] - [E:353| 200]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 00:28:24,964 - icews14_both - [INFO] - [E:353| 300]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 00:29:27,726 - icews14_both - [INFO] - [E:353| 400]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 00:30:30,491 - icews14_both - [INFO] - [E:353| 500]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 00:31:33,252 - icews14_both - [INFO] - [E:353| 600]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-23 00:32:35,997 - icews14_both - [INFO] - [E:353| 700]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 00:33:38,751 - icews14_both - [INFO] - [E:353| 800]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 00:34:41,481 - icews14_both - [INFO] - [E:353| 900]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 00:35:25,599 - icews14_both - [INFO] - [Epoch:353]: Training Loss:0.001493 + +2023-06-23 00:35:25,813 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 00:35:39,408 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 00:35:52,802 - icews14_both - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.47495, Head : 0.42249, Avg : 0.44872 + +2023-06-23 00:35:52,802 - icews14_both - [INFO] - [Epoch 353]: Training Loss: 0.0014928, Valid MRR: 0.45498, + + + +2023-06-23 00:35:53,442 - icews14_both - [INFO] - [E:354| 0]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 00:36:56,178 - icews14_both - [INFO] - [E:354| 100]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 00:37:58,877 - icews14_both - [INFO] - [E:354| 200]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 00:39:01,587 - icews14_both - [INFO] - [E:354| 300]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 00:40:04,305 - icews14_both - [INFO] - [E:354| 400]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 00:41:07,002 - icews14_both - [INFO] - [E:354| 500]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 00:42:09,692 - icews14_both - [INFO] - [E:354| 600]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 00:43:12,406 - icews14_both - [INFO] - [E:354| 700]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 00:44:15,153 - icews14_both - [INFO] - [E:354| 800]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-23 00:45:17,866 - icews14_both - [INFO] - [E:354| 900]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 00:46:01,963 - icews14_both - [INFO] - [Epoch:354]: Training Loss:0.001493 + +2023-06-23 00:46:02,175 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 00:46:15,761 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 00:46:29,133 - icews14_both - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.47867, Head : 0.42448, Avg : 0.45157 + +2023-06-23 00:46:29,133 - icews14_both - [INFO] - [Epoch 354]: Training Loss: 0.0014927, Valid MRR: 0.45498, + + + +2023-06-23 00:46:29,771 - icews14_both - [INFO] - [E:355| 0]: Train Loss:0.0014988, Val MRR:0.45498, icews14_both +2023-06-23 00:47:32,479 - icews14_both - [INFO] - [E:355| 100]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both +2023-06-23 00:48:35,195 - icews14_both - [INFO] - [E:355| 200]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 00:49:37,908 - icews14_both - [INFO] - [E:355| 300]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-23 00:50:40,595 - icews14_both - [INFO] - [E:355| 400]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 00:51:43,298 - icews14_both - [INFO] - [E:355| 500]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both +2023-06-23 00:52:46,024 - icews14_both - [INFO] - [E:355| 600]: Train Loss:0.001493, Val MRR:0.45498, icews14_both +2023-06-23 00:53:48,721 - icews14_both - [INFO] - [E:355| 700]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 00:54:51,447 - icews14_both - [INFO] - [E:355| 800]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 00:55:54,150 - icews14_both - [INFO] - [E:355| 900]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 00:56:38,257 - icews14_both - [INFO] - [Epoch:355]: Training Loss:0.001493 + +2023-06-23 00:56:38,470 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 00:56:52,062 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 00:57:05,447 - icews14_both - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.47906, Head : 0.42696, Avg : 0.45301 + +2023-06-23 00:57:05,448 - icews14_both - [INFO] - [Epoch 355]: Training Loss: 0.0014926, Valid MRR: 0.45498, + + + +2023-06-23 00:57:06,093 - icews14_both - [INFO] - [E:356| 0]: Train Loss:0.0014975, Val MRR:0.45498, icews14_both +2023-06-23 00:58:08,789 - icews14_both - [INFO] - [E:356| 100]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 00:59:11,497 - icews14_both - [INFO] - [E:356| 200]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 01:00:14,199 - icews14_both - [INFO] - [E:356| 300]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:01:16,933 - icews14_both - [INFO] - [E:356| 400]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:02:19,631 - icews14_both - [INFO] - [E:356| 500]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:03:22,346 - icews14_both - [INFO] - [E:356| 600]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-23 01:04:25,073 - icews14_both - [INFO] - [E:356| 700]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 01:05:27,803 - icews14_both - [INFO] - [E:356| 800]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 01:06:30,527 - icews14_both - [INFO] - [E:356| 900]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 01:07:14,634 - icews14_both - [INFO] - [Epoch:356]: Training Loss:0.001493 + +2023-06-23 01:07:14,847 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 01:07:28,439 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 01:07:41,811 - icews14_both - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.47637, Head : 0.42591, Avg : 0.45114 + +2023-06-23 01:07:41,811 - icews14_both - [INFO] - [Epoch 356]: Training Loss: 0.0014927, Valid MRR: 0.45498, + + + +2023-06-23 01:07:42,457 - icews14_both - [INFO] - [E:357| 0]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-23 01:08:45,213 - icews14_both - [INFO] - [E:357| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 01:09:47,932 - icews14_both - [INFO] - [E:357| 200]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both +2023-06-23 01:10:50,664 - icews14_both - [INFO] - [E:357| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 01:11:53,363 - icews14_both - [INFO] - [E:357| 400]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 01:12:56,089 - icews14_both - [INFO] - [E:357| 500]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 01:13:58,824 - icews14_both - [INFO] - [E:357| 600]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:15:01,538 - icews14_both - [INFO] - [E:357| 700]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 01:16:04,252 - icews14_both - [INFO] - [E:357| 800]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 01:17:06,993 - icews14_both - [INFO] - [E:357| 900]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:17:51,094 - icews14_both - [INFO] - [Epoch:357]: Training Loss:0.001493 + +2023-06-23 01:17:51,307 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 01:18:04,894 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 01:18:18,278 - icews14_both - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.48109, Head : 0.42782, Avg : 0.45445 + +2023-06-23 01:18:18,278 - icews14_both - [INFO] - [Epoch 357]: Training Loss: 0.0014925, Valid MRR: 0.45498, + + + +2023-06-23 01:18:18,917 - icews14_both - [INFO] - [E:358| 0]: Train Loss:0.0015048, Val MRR:0.45498, icews14_both +2023-06-23 01:19:21,644 - icews14_both - [INFO] - [E:358| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:20:24,347 - icews14_both - [INFO] - [E:358| 200]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:21:27,091 - icews14_both - [INFO] - [E:358| 300]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 01:22:29,819 - icews14_both - [INFO] - [E:358| 400]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:23:32,563 - icews14_both - [INFO] - [E:358| 500]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 01:24:35,321 - icews14_both - [INFO] - [E:358| 600]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 01:25:38,039 - icews14_both - [INFO] - [E:358| 700]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 01:26:40,795 - icews14_both - [INFO] - [E:358| 800]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:27:43,528 - icews14_both - [INFO] - [E:358| 900]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 01:28:27,643 - icews14_both - [INFO] - [Epoch:358]: Training Loss:0.001492 + +2023-06-23 01:28:27,857 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 01:28:41,452 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 01:28:54,826 - icews14_both - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.47617, Head : 0.42681, Avg : 0.45149 + +2023-06-23 01:28:54,826 - icews14_both - [INFO] - [Epoch 358]: Training Loss: 0.0014923, Valid MRR: 0.45498, + + + +2023-06-23 01:28:55,464 - icews14_both - [INFO] - [E:359| 0]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 01:29:58,226 - icews14_both - [INFO] - [E:359| 100]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 01:31:00,956 - icews14_both - [INFO] - [E:359| 200]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-23 01:32:03,685 - icews14_both - [INFO] - [E:359| 300]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 01:33:06,406 - icews14_both - [INFO] - [E:359| 400]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 01:34:09,104 - icews14_both - [INFO] - [E:359| 500]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 01:35:11,821 - icews14_both - [INFO] - [E:359| 600]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 01:36:14,539 - icews14_both - [INFO] - [E:359| 700]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 01:37:17,249 - icews14_both - [INFO] - [E:359| 800]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both +2023-06-23 01:38:19,954 - icews14_both - [INFO] - [E:359| 900]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-23 01:39:04,054 - icews14_both - [INFO] - [Epoch:359]: Training Loss:0.001492 + +2023-06-23 01:39:04,267 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 01:39:17,859 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 01:39:31,243 - icews14_both - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.47651, Head : 0.42474, Avg : 0.45063 + MR: Tail : 576.44, Head : 665.71, Avg : 621.07 + Hit-1: Tail : 0.39509, Head : 0.34505, Avg : 0.37007 + Hit-3: Tail : 0.5224, Head : 0.46393, Avg : 0.49316 + Hit-10: Tail : 0.6248, Head : 0.57513, Avg : 0.59996 +2023-06-23 01:39:31,243 - icews14_both - [INFO] - [Epoch 359]: Training Loss: 0.0014925, Valid MRR: 0.45498, + + + +2023-06-23 01:39:31,883 - icews14_both - [INFO] - [E:360| 0]: Train Loss:0.0014798, Val MRR:0.45498, icews14_both +2023-06-23 01:40:34,608 - icews14_both - [INFO] - [E:360| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 01:41:37,352 - icews14_both - [INFO] - [E:360| 200]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 01:42:40,112 - icews14_both - [INFO] - [E:360| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 01:43:42,834 - icews14_both - [INFO] - [E:360| 400]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 01:44:45,603 - icews14_both - [INFO] - [E:360| 500]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 01:45:48,374 - icews14_both - [INFO] - [E:360| 600]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 01:46:51,122 - icews14_both - [INFO] - [E:360| 700]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 01:47:53,878 - icews14_both - [INFO] - [E:360| 800]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 01:48:56,628 - icews14_both - [INFO] - [E:360| 900]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 01:49:40,735 - icews14_both - [INFO] - [Epoch:360]: Training Loss:0.001492 + +2023-06-23 01:49:40,947 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 01:49:54,549 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 01:50:07,931 - icews14_both - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.47766, Head : 0.4273, Avg : 0.45248 + +2023-06-23 01:50:07,931 - icews14_both - [INFO] - [Epoch 360]: Training Loss: 0.0014923, Valid MRR: 0.45498, + + + +2023-06-23 01:50:08,569 - icews14_both - [INFO] - [E:361| 0]: Train Loss:0.0014954, Val MRR:0.45498, icews14_both +2023-06-23 01:51:11,306 - icews14_both - [INFO] - [E:361| 100]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-23 01:52:14,040 - icews14_both - [INFO] - [E:361| 200]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both +2023-06-23 01:53:16,769 - icews14_both - [INFO] - [E:361| 300]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 01:54:19,514 - icews14_both - [INFO] - [E:361| 400]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 01:55:22,268 - icews14_both - [INFO] - [E:361| 500]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 01:56:25,038 - icews14_both - [INFO] - [E:361| 600]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 01:57:27,786 - icews14_both - [INFO] - [E:361| 700]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 01:58:30,529 - icews14_both - [INFO] - [E:361| 800]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 01:59:33,277 - icews14_both - [INFO] - [E:361| 900]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 02:00:17,430 - icews14_both - [INFO] - [Epoch:361]: Training Loss:0.001492 + +2023-06-23 02:00:17,644 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 02:00:31,248 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 02:00:44,656 - icews14_both - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.47638, Head : 0.42497, Avg : 0.45067 + +2023-06-23 02:00:44,656 - icews14_both - [INFO] - [Epoch 361]: Training Loss: 0.0014924, Valid MRR: 0.45498, + + + +2023-06-23 02:00:45,293 - icews14_both - [INFO] - [E:362| 0]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both +2023-06-23 02:01:48,105 - icews14_both - [INFO] - [E:362| 100]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 02:02:50,931 - icews14_both - [INFO] - [E:362| 200]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:03:53,767 - icews14_both - [INFO] - [E:362| 300]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 02:04:56,664 - icews14_both - [INFO] - [E:362| 400]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 02:05:59,572 - icews14_both - [INFO] - [E:362| 500]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 02:07:02,492 - icews14_both - [INFO] - [E:362| 600]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 02:08:05,402 - icews14_both - [INFO] - [E:362| 700]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 02:09:08,308 - icews14_both - [INFO] - [E:362| 800]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 02:10:11,220 - icews14_both - [INFO] - [E:362| 900]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:10:55,453 - icews14_both - [INFO] - [Epoch:362]: Training Loss:0.001492 + +2023-06-23 02:10:55,666 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 02:11:09,294 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 02:11:22,704 - icews14_both - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.4752, Head : 0.4268, Avg : 0.451 + +2023-06-23 02:11:22,704 - icews14_both - [INFO] - [Epoch 362]: Training Loss: 0.0014922, Valid MRR: 0.45498, + + + +2023-06-23 02:11:23,348 - icews14_both - [INFO] - [E:363| 0]: Train Loss:0.0014985, Val MRR:0.45498, icews14_both +2023-06-23 02:12:26,229 - icews14_both - [INFO] - [E:363| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 02:13:29,114 - icews14_both - [INFO] - [E:363| 200]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 02:14:32,028 - icews14_both - [INFO] - [E:363| 300]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 02:15:34,958 - icews14_both - [INFO] - [E:363| 400]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 02:16:37,856 - icews14_both - [INFO] - [E:363| 500]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:17:40,769 - icews14_both - [INFO] - [E:363| 600]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 02:18:43,656 - icews14_both - [INFO] - [E:363| 700]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 02:19:46,546 - icews14_both - [INFO] - [E:363| 800]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:20:49,425 - icews14_both - [INFO] - [E:363| 900]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:21:33,662 - icews14_both - [INFO] - [Epoch:363]: Training Loss:0.001492 + +2023-06-23 02:21:33,875 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 02:21:47,493 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 02:22:00,903 - icews14_both - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.47667, Head : 0.4286, Avg : 0.45264 + +2023-06-23 02:22:00,903 - icews14_both - [INFO] - [Epoch 363]: Training Loss: 0.0014921, Valid MRR: 0.45498, + + + +2023-06-23 02:22:01,541 - icews14_both - [INFO] - [E:364| 0]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 02:23:04,457 - icews14_both - [INFO] - [E:364| 100]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 02:24:07,395 - icews14_both - [INFO] - [E:364| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 02:25:10,318 - icews14_both - [INFO] - [E:364| 300]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:26:13,234 - icews14_both - [INFO] - [E:364| 400]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 02:27:16,157 - icews14_both - [INFO] - [E:364| 500]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 02:28:19,867 - icews14_both - [INFO] - [E:364| 600]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 02:29:22,809 - icews14_both - [INFO] - [E:364| 700]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:30:25,737 - icews14_both - [INFO] - [E:364| 800]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:31:28,681 - icews14_both - [INFO] - [E:364| 900]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:32:12,939 - icews14_both - [INFO] - [Epoch:364]: Training Loss:0.001492 + +2023-06-23 02:32:13,153 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 02:32:26,785 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 02:32:40,192 - icews14_both - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.47586, Head : 0.42623, Avg : 0.45104 + +2023-06-23 02:32:40,192 - icews14_both - [INFO] - [Epoch 364]: Training Loss: 0.0014921, Valid MRR: 0.45498, + + + +2023-06-23 02:32:40,835 - icews14_both - [INFO] - [E:365| 0]: Train Loss:0.0015008, Val MRR:0.45498, icews14_both +2023-06-23 02:33:43,764 - icews14_both - [INFO] - [E:365| 100]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 02:34:46,723 - icews14_both - [INFO] - [E:365| 200]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 02:35:49,674 - icews14_both - [INFO] - [E:365| 300]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:36:52,611 - icews14_both - [INFO] - [E:365| 400]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:37:55,554 - icews14_both - [INFO] - [E:365| 500]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both +2023-06-23 02:38:58,510 - icews14_both - [INFO] - [E:365| 600]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:40:01,464 - icews14_both - [INFO] - [E:365| 700]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 02:41:04,408 - icews14_both - [INFO] - [E:365| 800]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 02:42:07,374 - icews14_both - [INFO] - [E:365| 900]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 02:42:51,643 - icews14_both - [INFO] - [Epoch:365]: Training Loss:0.001492 + +2023-06-23 02:42:51,857 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 02:43:05,477 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 02:43:18,891 - icews14_both - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.47546, Head : 0.42847, Avg : 0.45197 + +2023-06-23 02:43:18,891 - icews14_both - [INFO] - [Epoch 365]: Training Loss: 0.0014921, Valid MRR: 0.45498, + + + +2023-06-23 02:43:19,531 - icews14_both - [INFO] - [E:366| 0]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 02:44:22,457 - icews14_both - [INFO] - [E:366| 100]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 02:45:25,419 - icews14_both - [INFO] - [E:366| 200]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 02:46:28,360 - icews14_both - [INFO] - [E:366| 300]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 02:47:31,319 - icews14_both - [INFO] - [E:366| 400]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 02:48:34,253 - icews14_both - [INFO] - [E:366| 500]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 02:49:37,268 - icews14_both - [INFO] - [E:366| 600]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 02:50:40,303 - icews14_both - [INFO] - [E:366| 700]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 02:51:43,340 - icews14_both - [INFO] - [E:366| 800]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 02:52:46,366 - icews14_both - [INFO] - [E:366| 900]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 02:53:30,692 - icews14_both - [INFO] - [Epoch:366]: Training Loss:0.001492 + +2023-06-23 02:53:30,907 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 02:53:44,554 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 02:53:57,984 - icews14_both - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.47785, Head : 0.42899, Avg : 0.45342 + +2023-06-23 02:53:57,984 - icews14_both - [INFO] - [Epoch 366]: Training Loss: 0.001492, Valid MRR: 0.45498, + + + +2023-06-23 02:53:58,623 - icews14_both - [INFO] - [E:367| 0]: Train Loss:0.0014838, Val MRR:0.45498, icews14_both +2023-06-23 02:55:01,648 - icews14_both - [INFO] - [E:367| 100]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both +2023-06-23 02:56:04,684 - icews14_both - [INFO] - [E:367| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 02:57:07,702 - icews14_both - [INFO] - [E:367| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 02:58:10,752 - icews14_both - [INFO] - [E:367| 400]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 02:59:13,805 - icews14_both - [INFO] - [E:367| 500]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:00:16,878 - icews14_both - [INFO] - [E:367| 600]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 03:01:19,936 - icews14_both - [INFO] - [E:367| 700]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 03:02:23,005 - icews14_both - [INFO] - [E:367| 800]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 03:03:26,060 - icews14_both - [INFO] - [E:367| 900]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 03:04:10,430 - icews14_both - [INFO] - [Epoch:367]: Training Loss:0.001492 + +2023-06-23 03:04:10,644 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 03:04:24,314 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 03:04:37,757 - icews14_both - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.47819, Head : 0.42673, Avg : 0.45246 + +2023-06-23 03:04:37,757 - icews14_both - [INFO] - [Epoch 367]: Training Loss: 0.001492, Valid MRR: 0.45498, + + + +2023-06-23 03:04:38,399 - icews14_both - [INFO] - [E:368| 0]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both +2023-06-23 03:05:41,463 - icews14_both - [INFO] - [E:368| 100]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 03:06:44,530 - icews14_both - [INFO] - [E:368| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 03:07:47,619 - icews14_both - [INFO] - [E:368| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 03:08:50,709 - icews14_both - [INFO] - [E:368| 400]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:09:53,774 - icews14_both - [INFO] - [E:368| 500]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 03:10:56,872 - icews14_both - [INFO] - [E:368| 600]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 03:11:59,980 - icews14_both - [INFO] - [E:368| 700]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 03:13:03,077 - icews14_both - [INFO] - [E:368| 800]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:14:06,081 - icews14_both - [INFO] - [E:368| 900]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 03:14:50,411 - icews14_both - [INFO] - [Epoch:368]: Training Loss:0.001492 + +2023-06-23 03:14:50,625 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 03:15:04,283 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 03:15:17,722 - icews14_both - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.47817, Head : 0.42901, Avg : 0.45359 + +2023-06-23 03:15:17,722 - icews14_both - [INFO] - [Epoch 368]: Training Loss: 0.0014918, Valid MRR: 0.45498, + + + +2023-06-23 03:15:18,361 - icews14_both - [INFO] - [E:369| 0]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 03:16:21,395 - icews14_both - [INFO] - [E:369| 100]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 03:17:24,397 - icews14_both - [INFO] - [E:369| 200]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both +2023-06-23 03:18:27,419 - icews14_both - [INFO] - [E:369| 300]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 03:19:30,454 - icews14_both - [INFO] - [E:369| 400]: Train Loss:0.001492, Val MRR:0.45498, icews14_both +2023-06-23 03:20:33,500 - icews14_both - [INFO] - [E:369| 500]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 03:21:36,530 - icews14_both - [INFO] - [E:369| 600]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 03:22:39,575 - icews14_both - [INFO] - [E:369| 700]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 03:23:42,621 - icews14_both - [INFO] - [E:369| 800]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 03:24:45,661 - icews14_both - [INFO] - [E:369| 900]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 03:25:29,995 - icews14_both - [INFO] - [Epoch:369]: Training Loss:0.001492 + +2023-06-23 03:25:30,208 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 03:25:43,869 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 03:25:57,324 - icews14_both - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.47987, Head : 0.42794, Avg : 0.4539 + MR: Tail : 568.81, Head : 650.24, Avg : 609.53 + Hit-1: Tail : 0.39827, Head : 0.34664, Avg : 0.37245 + Hit-3: Tail : 0.52313, Head : 0.46503, Avg : 0.49408 + Hit-10: Tail : 0.63005, Head : 0.58281, Avg : 0.60643 +2023-06-23 03:25:57,324 - icews14_both - [INFO] - [Epoch 369]: Training Loss: 0.0014919, Valid MRR: 0.45498, + + + +2023-06-23 03:25:57,965 - icews14_both - [INFO] - [E:370| 0]: Train Loss:0.0014994, Val MRR:0.45498, icews14_both +2023-06-23 03:27:01,037 - icews14_both - [INFO] - [E:370| 100]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 03:28:04,213 - icews14_both - [INFO] - [E:370| 200]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 03:29:07,375 - icews14_both - [INFO] - [E:370| 300]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 03:30:10,554 - icews14_both - [INFO] - [E:370| 400]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:31:13,729 - icews14_both - [INFO] - [E:370| 500]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:32:16,888 - icews14_both - [INFO] - [E:370| 600]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 03:33:20,057 - icews14_both - [INFO] - [E:370| 700]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:34:23,217 - icews14_both - [INFO] - [E:370| 800]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:35:26,367 - icews14_both - [INFO] - [E:370| 900]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 03:36:10,771 - icews14_both - [INFO] - [Epoch:370]: Training Loss:0.001492 + +2023-06-23 03:36:10,986 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 03:36:24,648 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 03:36:38,105 - icews14_both - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.4789, Head : 0.42792, Avg : 0.45341 + +2023-06-23 03:36:38,105 - icews14_both - [INFO] - [Epoch 370]: Training Loss: 0.0014919, Valid MRR: 0.45498, + + + +2023-06-23 03:36:38,748 - icews14_both - [INFO] - [E:371| 0]: Train Loss:0.0015022, Val MRR:0.45498, icews14_both +2023-06-23 03:37:41,898 - icews14_both - [INFO] - [E:371| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 03:38:45,068 - icews14_both - [INFO] - [E:371| 200]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 03:39:48,231 - icews14_both - [INFO] - [E:371| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 03:40:51,384 - icews14_both - [INFO] - [E:371| 400]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 03:41:54,568 - icews14_both - [INFO] - [E:371| 500]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 03:42:57,737 - icews14_both - [INFO] - [E:371| 600]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:44:00,901 - icews14_both - [INFO] - [E:371| 700]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 03:45:04,073 - icews14_both - [INFO] - [E:371| 800]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:46:07,235 - icews14_both - [INFO] - [E:371| 900]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 03:46:51,656 - icews14_both - [INFO] - [Epoch:371]: Training Loss:0.001492 + +2023-06-23 03:46:51,869 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 03:47:05,539 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 03:47:19,016 - icews14_both - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.47966, Head : 0.42827, Avg : 0.45397 + +2023-06-23 03:47:19,016 - icews14_both - [INFO] - [Epoch 371]: Training Loss: 0.0014918, Valid MRR: 0.45498, + + + +2023-06-23 03:47:19,658 - icews14_both - [INFO] - [E:372| 0]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 03:48:22,835 - icews14_both - [INFO] - [E:372| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 03:49:26,002 - icews14_both - [INFO] - [E:372| 200]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 03:50:29,166 - icews14_both - [INFO] - [E:372| 300]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 03:51:32,343 - icews14_both - [INFO] - [E:372| 400]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 03:52:35,492 - icews14_both - [INFO] - [E:372| 500]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 03:53:38,667 - icews14_both - [INFO] - [E:372| 600]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both +2023-06-23 03:54:41,831 - icews14_both - [INFO] - [E:372| 700]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 03:55:44,974 - icews14_both - [INFO] - [E:372| 800]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 03:56:48,128 - icews14_both - [INFO] - [E:372| 900]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 03:57:32,530 - icews14_both - [INFO] - [Epoch:372]: Training Loss:0.001492 + +2023-06-23 03:57:32,744 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 03:57:46,413 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 03:57:59,860 - icews14_both - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.47469, Head : 0.42387, Avg : 0.44928 + +2023-06-23 03:57:59,861 - icews14_both - [INFO] - [Epoch 372]: Training Loss: 0.0014917, Valid MRR: 0.45498, + + + +2023-06-23 03:58:00,504 - icews14_both - [INFO] - [E:373| 0]: Train Loss:0.0014851, Val MRR:0.45498, icews14_both +2023-06-23 03:59:03,624 - icews14_both - [INFO] - [E:373| 100]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:00:06,766 - icews14_both - [INFO] - [E:373| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 04:01:09,872 - icews14_both - [INFO] - [E:373| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 04:02:13,008 - icews14_both - [INFO] - [E:373| 400]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 04:03:16,188 - icews14_both - [INFO] - [E:373| 500]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 04:04:19,302 - icews14_both - [INFO] - [E:373| 600]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 04:05:22,424 - icews14_both - [INFO] - [E:373| 700]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 04:06:25,532 - icews14_both - [INFO] - [E:373| 800]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 04:07:28,610 - icews14_both - [INFO] - [E:373| 900]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 04:08:12,961 - icews14_both - [INFO] - [Epoch:373]: Training Loss:0.001492 + +2023-06-23 04:08:13,176 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 04:08:26,839 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 04:08:40,288 - icews14_both - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.47548, Head : 0.42801, Avg : 0.45174 + +2023-06-23 04:08:40,288 - icews14_both - [INFO] - [Epoch 373]: Training Loss: 0.0014916, Valid MRR: 0.45498, + + + +2023-06-23 04:08:40,927 - icews14_both - [INFO] - [E:374| 0]: Train Loss:0.0014965, Val MRR:0.45498, icews14_both +2023-06-23 04:09:44,003 - icews14_both - [INFO] - [E:374| 100]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 04:10:47,100 - icews14_both - [INFO] - [E:374| 200]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 04:11:50,168 - icews14_both - [INFO] - [E:374| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 04:12:53,228 - icews14_both - [INFO] - [E:374| 400]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 04:13:56,270 - icews14_both - [INFO] - [E:374| 500]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 04:14:59,350 - icews14_both - [INFO] - [E:374| 600]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 04:16:02,416 - icews14_both - [INFO] - [E:374| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:17:05,491 - icews14_both - [INFO] - [E:374| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 04:18:08,560 - icews14_both - [INFO] - [E:374| 900]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 04:18:52,921 - icews14_both - [INFO] - [Epoch:374]: Training Loss:0.001492 + +2023-06-23 04:18:53,134 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 04:19:06,793 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 04:19:20,233 - icews14_both - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.48017, Head : 0.42973, Avg : 0.45495 + +2023-06-23 04:19:20,233 - icews14_both - [INFO] - [Epoch 374]: Training Loss: 0.0014915, Valid MRR: 0.45498, + + + +2023-06-23 04:19:20,875 - icews14_both - [INFO] - [E:375| 0]: Train Loss:0.0014838, Val MRR:0.45498, icews14_both +2023-06-23 04:20:23,951 - icews14_both - [INFO] - [E:375| 100]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 04:21:26,996 - icews14_both - [INFO] - [E:375| 200]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 04:22:30,040 - icews14_both - [INFO] - [E:375| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 04:23:33,071 - icews14_both - [INFO] - [E:375| 400]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 04:24:36,106 - icews14_both - [INFO] - [E:375| 500]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:25:39,112 - icews14_both - [INFO] - [E:375| 600]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:26:42,122 - icews14_both - [INFO] - [E:375| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:27:45,123 - icews14_both - [INFO] - [E:375| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 04:28:48,133 - icews14_both - [INFO] - [E:375| 900]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 04:29:32,411 - icews14_both - [INFO] - [Epoch:375]: Training Loss:0.001491 + +2023-06-23 04:29:32,624 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 04:29:46,275 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 04:29:59,706 - icews14_both - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.47771, Head : 0.42641, Avg : 0.45206 + +2023-06-23 04:29:59,706 - icews14_both - [INFO] - [Epoch 375]: Training Loss: 0.0014913, Valid MRR: 0.45498, + + + +2023-06-23 04:30:00,346 - icews14_both - [INFO] - [E:376| 0]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 04:31:03,361 - icews14_both - [INFO] - [E:376| 100]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 04:32:06,360 - icews14_both - [INFO] - [E:376| 200]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 04:33:09,374 - icews14_both - [INFO] - [E:376| 300]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 04:34:12,353 - icews14_both - [INFO] - [E:376| 400]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 04:35:15,340 - icews14_both - [INFO] - [E:376| 500]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 04:36:18,336 - icews14_both - [INFO] - [E:376| 600]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 04:37:21,356 - icews14_both - [INFO] - [E:376| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:38:24,346 - icews14_both - [INFO] - [E:376| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 04:39:27,326 - icews14_both - [INFO] - [E:376| 900]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 04:40:11,630 - icews14_both - [INFO] - [Epoch:376]: Training Loss:0.001491 + +2023-06-23 04:40:11,844 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 04:40:25,478 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 04:40:38,898 - icews14_both - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.47818, Head : 0.42654, Avg : 0.45236 + +2023-06-23 04:40:38,898 - icews14_both - [INFO] - [Epoch 376]: Training Loss: 0.0014913, Valid MRR: 0.45498, + + + +2023-06-23 04:40:39,540 - icews14_both - [INFO] - [E:377| 0]: Train Loss:0.0014792, Val MRR:0.45498, icews14_both +2023-06-23 04:41:42,527 - icews14_both - [INFO] - [E:377| 100]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both +2023-06-23 04:42:45,522 - icews14_both - [INFO] - [E:377| 200]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 04:43:48,527 - icews14_both - [INFO] - [E:377| 300]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:44:51,508 - icews14_both - [INFO] - [E:377| 400]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:45:54,497 - icews14_both - [INFO] - [E:377| 500]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 04:46:57,494 - icews14_both - [INFO] - [E:377| 600]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 04:48:00,490 - icews14_both - [INFO] - [E:377| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:49:03,462 - icews14_both - [INFO] - [E:377| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 04:50:06,457 - icews14_both - [INFO] - [E:377| 900]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 04:50:50,726 - icews14_both - [INFO] - [Epoch:377]: Training Loss:0.001491 + +2023-06-23 04:50:50,940 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 04:51:04,581 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 04:51:18,000 - icews14_both - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.47388, Head : 0.42312, Avg : 0.4485 + +2023-06-23 04:51:18,000 - icews14_both - [INFO] - [Epoch 377]: Training Loss: 0.0014913, Valid MRR: 0.45498, + + + +2023-06-23 04:51:18,638 - icews14_both - [INFO] - [E:378| 0]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 04:52:21,617 - icews14_both - [INFO] - [E:378| 100]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 04:53:24,594 - icews14_both - [INFO] - [E:378| 200]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 04:54:27,563 - icews14_both - [INFO] - [E:378| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 04:55:30,546 - icews14_both - [INFO] - [E:378| 400]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 04:56:33,521 - icews14_both - [INFO] - [E:378| 500]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 04:57:36,501 - icews14_both - [INFO] - [E:378| 600]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 04:58:39,485 - icews14_both - [INFO] - [E:378| 700]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 04:59:42,464 - icews14_both - [INFO] - [E:378| 800]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 05:00:45,458 - icews14_both - [INFO] - [E:378| 900]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both +2023-06-23 05:01:29,749 - icews14_both - [INFO] - [Epoch:378]: Training Loss:0.001491 + +2023-06-23 05:01:29,962 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 05:01:43,591 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 05:01:57,013 - icews14_both - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.47874, Head : 0.42912, Avg : 0.45393 + +2023-06-23 05:01:57,014 - icews14_both - [INFO] - [Epoch 378]: Training Loss: 0.0014914, Valid MRR: 0.45498, + + + +2023-06-23 05:01:57,654 - icews14_both - [INFO] - [E:379| 0]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-23 05:03:00,641 - icews14_both - [INFO] - [E:379| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 05:04:03,617 - icews14_both - [INFO] - [E:379| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 05:05:06,618 - icews14_both - [INFO] - [E:379| 300]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:06:09,584 - icews14_both - [INFO] - [E:379| 400]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both +2023-06-23 05:07:12,544 - icews14_both - [INFO] - [E:379| 500]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both +2023-06-23 05:08:15,478 - icews14_both - [INFO] - [E:379| 600]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:09:18,473 - icews14_both - [INFO] - [E:379| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:10:21,466 - icews14_both - [INFO] - [E:379| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:11:24,469 - icews14_both - [INFO] - [E:379| 900]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:12:08,741 - icews14_both - [INFO] - [Epoch:379]: Training Loss:0.001491 + +2023-06-23 05:12:08,955 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 05:12:22,593 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 05:12:36,015 - icews14_both - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.47712, Head : 0.42598, Avg : 0.45155 + MR: Tail : 577.0, Head : 655.89, Avg : 616.44 + Hit-1: Tail : 0.39814, Head : 0.34652, Avg : 0.37233 + Hit-3: Tail : 0.51849, Head : 0.46247, Avg : 0.49048 + Hit-10: Tail : 0.62334, Head : 0.5783, Avg : 0.60082 +2023-06-23 05:12:36,016 - icews14_both - [INFO] - [Epoch 379]: Training Loss: 0.0014914, Valid MRR: 0.45498, + + + +2023-06-23 05:12:36,655 - icews14_both - [INFO] - [E:380| 0]: Train Loss:0.0014991, Val MRR:0.45498, icews14_both +2023-06-23 05:13:39,646 - icews14_both - [INFO] - [E:380| 100]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:14:42,628 - icews14_both - [INFO] - [E:380| 200]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 05:15:45,623 - icews14_both - [INFO] - [E:380| 300]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 05:16:48,609 - icews14_both - [INFO] - [E:380| 400]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:17:51,597 - icews14_both - [INFO] - [E:380| 500]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 05:18:54,574 - icews14_both - [INFO] - [E:380| 600]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:19:57,563 - icews14_both - [INFO] - [E:380| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:21:00,555 - icews14_both - [INFO] - [E:380| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:22:03,544 - icews14_both - [INFO] - [E:380| 900]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:22:47,843 - icews14_both - [INFO] - [Epoch:380]: Training Loss:0.001491 + +2023-06-23 05:22:48,057 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 05:23:01,685 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 05:23:15,105 - icews14_both - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.4756, Head : 0.42566, Avg : 0.45063 + +2023-06-23 05:23:15,105 - icews14_both - [INFO] - [Epoch 380]: Training Loss: 0.0014912, Valid MRR: 0.45498, + + + +2023-06-23 05:23:15,744 - icews14_both - [INFO] - [E:381| 0]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 05:24:18,762 - icews14_both - [INFO] - [E:381| 100]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both +2023-06-23 05:25:21,719 - icews14_both - [INFO] - [E:381| 200]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:26:24,671 - icews14_both - [INFO] - [E:381| 300]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 05:27:27,621 - icews14_both - [INFO] - [E:381| 400]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 05:28:30,573 - icews14_both - [INFO] - [E:381| 500]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 05:29:33,513 - icews14_both - [INFO] - [E:381| 600]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 05:30:36,460 - icews14_both - [INFO] - [E:381| 700]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 05:31:39,401 - icews14_both - [INFO] - [E:381| 800]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 05:32:42,347 - icews14_both - [INFO] - [E:381| 900]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 05:33:26,597 - icews14_both - [INFO] - [Epoch:381]: Training Loss:0.001491 + +2023-06-23 05:33:26,811 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 05:33:40,447 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 05:33:53,854 - icews14_both - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.47354, Head : 0.4275, Avg : 0.45052 + +2023-06-23 05:33:53,855 - icews14_both - [INFO] - [Epoch 381]: Training Loss: 0.0014911, Valid MRR: 0.45498, + + + +2023-06-23 05:33:54,492 - icews14_both - [INFO] - [E:382| 0]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-23 05:34:57,439 - icews14_both - [INFO] - [E:382| 100]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 05:36:00,391 - icews14_both - [INFO] - [E:382| 200]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 05:37:03,341 - icews14_both - [INFO] - [E:382| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 05:38:06,291 - icews14_both - [INFO] - [E:382| 400]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 05:39:09,252 - icews14_both - [INFO] - [E:382| 500]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:40:12,217 - icews14_both - [INFO] - [E:382| 600]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:41:15,168 - icews14_both - [INFO] - [E:382| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:42:18,122 - icews14_both - [INFO] - [E:382| 800]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 05:43:21,091 - icews14_both - [INFO] - [E:382| 900]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 05:44:05,375 - icews14_both - [INFO] - [Epoch:382]: Training Loss:0.001491 + +2023-06-23 05:44:05,588 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 05:44:19,214 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 05:44:32,637 - icews14_both - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.47746, Head : 0.42698, Avg : 0.45222 + +2023-06-23 05:44:32,637 - icews14_both - [INFO] - [Epoch 382]: Training Loss: 0.0014911, Valid MRR: 0.45498, + + + +2023-06-23 05:44:33,276 - icews14_both - [INFO] - [E:383| 0]: Train Loss:0.0014849, Val MRR:0.45498, icews14_both +2023-06-23 05:45:36,235 - icews14_both - [INFO] - [E:383| 100]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-23 05:46:39,206 - icews14_both - [INFO] - [E:383| 200]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 05:47:42,164 - icews14_both - [INFO] - [E:383| 300]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 05:48:45,124 - icews14_both - [INFO] - [E:383| 400]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:49:48,093 - icews14_both - [INFO] - [E:383| 500]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:50:51,065 - icews14_both - [INFO] - [E:383| 600]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both +2023-06-23 05:51:54,038 - icews14_both - [INFO] - [E:383| 700]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both +2023-06-23 05:52:57,010 - icews14_both - [INFO] - [E:383| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:53:59,973 - icews14_both - [INFO] - [E:383| 900]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:54:44,249 - icews14_both - [INFO] - [Epoch:383]: Training Loss:0.001491 + +2023-06-23 05:54:44,463 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 05:54:58,102 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 05:55:11,528 - icews14_both - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.47549, Head : 0.42568, Avg : 0.45059 + +2023-06-23 05:55:11,528 - icews14_both - [INFO] - [Epoch 383]: Training Loss: 0.0014912, Valid MRR: 0.45498, + + + +2023-06-23 05:55:12,171 - icews14_both - [INFO] - [E:384| 0]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 05:56:15,143 - icews14_both - [INFO] - [E:384| 100]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 05:57:18,112 - icews14_both - [INFO] - [E:384| 200]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 05:58:21,117 - icews14_both - [INFO] - [E:384| 300]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 05:59:24,127 - icews14_both - [INFO] - [E:384| 400]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 06:00:27,145 - icews14_both - [INFO] - [E:384| 500]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 06:01:30,153 - icews14_both - [INFO] - [E:384| 600]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 06:02:33,202 - icews14_both - [INFO] - [E:384| 700]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 06:03:36,243 - icews14_both - [INFO] - [E:384| 800]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 06:04:39,260 - icews14_both - [INFO] - [E:384| 900]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 06:05:23,626 - icews14_both - [INFO] - [Epoch:384]: Training Loss:0.001491 + +2023-06-23 06:05:23,839 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 06:05:37,478 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 06:05:50,923 - icews14_both - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.47874, Head : 0.42829, Avg : 0.45351 + +2023-06-23 06:05:50,923 - icews14_both - [INFO] - [Epoch 384]: Training Loss: 0.001491, Valid MRR: 0.45498, + + + +2023-06-23 06:05:51,561 - icews14_both - [INFO] - [E:385| 0]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 06:06:54,596 - icews14_both - [INFO] - [E:385| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 06:07:57,644 - icews14_both - [INFO] - [E:385| 200]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 06:09:00,702 - icews14_both - [INFO] - [E:385| 300]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 06:10:03,749 - icews14_both - [INFO] - [E:385| 400]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 06:11:06,817 - icews14_both - [INFO] - [E:385| 500]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 06:12:09,866 - icews14_both - [INFO] - [E:385| 600]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 06:13:12,907 - icews14_both - [INFO] - [E:385| 700]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 06:14:15,953 - icews14_both - [INFO] - [E:385| 800]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 06:15:18,990 - icews14_both - [INFO] - [E:385| 900]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 06:16:03,337 - icews14_both - [INFO] - [Epoch:385]: Training Loss:0.001491 + +2023-06-23 06:16:03,552 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 06:16:17,197 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 06:16:30,632 - icews14_both - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.47662, Head : 0.42562, Avg : 0.45112 + +2023-06-23 06:16:30,633 - icews14_both - [INFO] - [Epoch 385]: Training Loss: 0.0014908, Valid MRR: 0.45498, + + + +2023-06-23 06:16:31,273 - icews14_both - [INFO] - [E:386| 0]: Train Loss:0.0014965, Val MRR:0.45498, icews14_both +2023-06-23 06:17:34,307 - icews14_both - [INFO] - [E:386| 100]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 06:18:37,351 - icews14_both - [INFO] - [E:386| 200]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 06:19:40,399 - icews14_both - [INFO] - [E:386| 300]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 06:20:43,420 - icews14_both - [INFO] - [E:386| 400]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 06:21:46,487 - icews14_both - [INFO] - [E:386| 500]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 06:22:49,527 - icews14_both - [INFO] - [E:386| 600]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 06:23:52,577 - icews14_both - [INFO] - [E:386| 700]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 06:24:55,636 - icews14_both - [INFO] - [E:386| 800]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 06:25:58,688 - icews14_both - [INFO] - [E:386| 900]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 06:26:43,043 - icews14_both - [INFO] - [Epoch:386]: Training Loss:0.001491 + +2023-06-23 06:26:43,258 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 06:26:56,905 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 06:27:10,354 - icews14_both - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.47787, Head : 0.42862, Avg : 0.45324 + +2023-06-23 06:27:10,354 - icews14_both - [INFO] - [Epoch 386]: Training Loss: 0.0014909, Valid MRR: 0.45498, + + + +2023-06-23 06:27:10,996 - icews14_both - [INFO] - [E:387| 0]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 06:28:14,044 - icews14_both - [INFO] - [E:387| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 06:29:17,125 - icews14_both - [INFO] - [E:387| 200]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 06:30:20,163 - icews14_both - [INFO] - [E:387| 300]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 06:31:23,244 - icews14_both - [INFO] - [E:387| 400]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 06:32:26,288 - icews14_both - [INFO] - [E:387| 500]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 06:33:29,340 - icews14_both - [INFO] - [E:387| 600]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 06:34:32,410 - icews14_both - [INFO] - [E:387| 700]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 06:35:35,456 - icews14_both - [INFO] - [E:387| 800]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 06:36:38,510 - icews14_both - [INFO] - [E:387| 900]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 06:37:22,878 - icews14_both - [INFO] - [Epoch:387]: Training Loss:0.001491 + +2023-06-23 06:37:23,092 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 06:37:36,739 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 06:37:50,182 - icews14_both - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.47958, Head : 0.42622, Avg : 0.4529 + +2023-06-23 06:37:50,182 - icews14_both - [INFO] - [Epoch 387]: Training Loss: 0.0014908, Valid MRR: 0.45498, + + + +2023-06-23 06:37:50,823 - icews14_both - [INFO] - [E:388| 0]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 06:38:53,916 - icews14_both - [INFO] - [E:388| 100]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 06:39:57,020 - icews14_both - [INFO] - [E:388| 200]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 06:41:00,103 - icews14_both - [INFO] - [E:388| 300]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-23 06:42:03,248 - icews14_both - [INFO] - [E:388| 400]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 06:43:06,339 - icews14_both - [INFO] - [E:388| 500]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 06:44:09,444 - icews14_both - [INFO] - [E:388| 600]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-23 06:45:12,539 - icews14_both - [INFO] - [E:388| 700]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-23 06:46:15,635 - icews14_both - [INFO] - [E:388| 800]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 06:47:18,716 - icews14_both - [INFO] - [E:388| 900]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 06:48:03,104 - icews14_both - [INFO] - [Epoch:388]: Training Loss:0.001491 + +2023-06-23 06:48:03,318 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 06:48:16,992 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 06:48:30,469 - icews14_both - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.47245, Head : 0.41929, Avg : 0.44587 + +2023-06-23 06:48:30,469 - icews14_both - [INFO] - [Epoch 388]: Training Loss: 0.0014907, Valid MRR: 0.45498, + + + +2023-06-23 06:48:31,118 - icews14_both - [INFO] - [E:389| 0]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both +2023-06-23 06:49:34,235 - icews14_both - [INFO] - [E:389| 100]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 06:50:37,333 - icews14_both - [INFO] - [E:389| 200]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 06:51:40,445 - icews14_both - [INFO] - [E:389| 300]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 06:52:43,534 - icews14_both - [INFO] - [E:389| 400]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-23 06:53:46,584 - icews14_both - [INFO] - [E:389| 500]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 06:54:49,705 - icews14_both - [INFO] - [E:389| 600]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 06:55:52,945 - icews14_both - [INFO] - [E:389| 700]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 06:56:56,158 - icews14_both - [INFO] - [E:389| 800]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 06:57:59,334 - icews14_both - [INFO] - [E:389| 900]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 06:58:43,783 - icews14_both - [INFO] - [Epoch:389]: Training Loss:0.001491 + +2023-06-23 06:58:43,996 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 06:58:57,675 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 06:59:11,136 - icews14_both - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.47706, Head : 0.42721, Avg : 0.45213 + MR: Tail : 574.02, Head : 649.6, Avg : 611.81 + Hit-1: Tail : 0.39802, Head : 0.34932, Avg : 0.37367 + Hit-3: Tail : 0.51825, Head : 0.46332, Avg : 0.49078 + Hit-10: Tail : 0.62358, Head : 0.57708, Avg : 0.60033 +2023-06-23 06:59:11,136 - icews14_both - [INFO] - [Epoch 389]: Training Loss: 0.0014907, Valid MRR: 0.45498, + + + +2023-06-23 06:59:11,779 - icews14_both - [INFO] - [E:390| 0]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 07:00:14,967 - icews14_both - [INFO] - [E:390| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 07:01:18,185 - icews14_both - [INFO] - [E:390| 200]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:02:21,462 - icews14_both - [INFO] - [E:390| 300]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:03:24,577 - icews14_both - [INFO] - [E:390| 400]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 07:04:27,669 - icews14_both - [INFO] - [E:390| 500]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 07:05:30,779 - icews14_both - [INFO] - [E:390| 600]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 07:06:33,918 - icews14_both - [INFO] - [E:390| 700]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 07:07:37,028 - icews14_both - [INFO] - [E:390| 800]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 07:08:40,134 - icews14_both - [INFO] - [E:390| 900]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 07:09:24,500 - icews14_both - [INFO] - [Epoch:390]: Training Loss:0.001491 + +2023-06-23 07:09:24,714 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 07:09:38,394 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 07:09:51,864 - icews14_both - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.4762, Head : 0.42692, Avg : 0.45156 + +2023-06-23 07:09:51,864 - icews14_both - [INFO] - [Epoch 390]: Training Loss: 0.0014908, Valid MRR: 0.45498, + + + +2023-06-23 07:09:52,504 - icews14_both - [INFO] - [E:391| 0]: Train Loss:0.001495, Val MRR:0.45498, icews14_both +2023-06-23 07:10:55,599 - icews14_both - [INFO] - [E:391| 100]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 07:11:58,725 - icews14_both - [INFO] - [E:391| 200]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:13:01,860 - icews14_both - [INFO] - [E:391| 300]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 07:14:04,998 - icews14_both - [INFO] - [E:391| 400]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:15:08,211 - icews14_both - [INFO] - [E:391| 500]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:16:11,437 - icews14_both - [INFO] - [E:391| 600]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:17:14,674 - icews14_both - [INFO] - [E:391| 700]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:18:17,933 - icews14_both - [INFO] - [E:391| 800]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:19:21,172 - icews14_both - [INFO] - [E:391| 900]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:20:05,643 - icews14_both - [INFO] - [Epoch:391]: Training Loss:0.001491 + +2023-06-23 07:20:05,857 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 07:20:19,540 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 07:20:33,014 - icews14_both - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.47705, Head : 0.42719, Avg : 0.45212 + +2023-06-23 07:20:33,014 - icews14_both - [INFO] - [Epoch 391]: Training Loss: 0.0014906, Valid MRR: 0.45498, + + + +2023-06-23 07:20:33,657 - icews14_both - [INFO] - [E:392| 0]: Train Loss:0.0015032, Val MRR:0.45498, icews14_both +2023-06-23 07:21:36,921 - icews14_both - [INFO] - [E:392| 100]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both +2023-06-23 07:22:40,166 - icews14_both - [INFO] - [E:392| 200]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both +2023-06-23 07:23:43,427 - icews14_both - [INFO] - [E:392| 300]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 07:24:46,698 - icews14_both - [INFO] - [E:392| 400]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 07:25:49,948 - icews14_both - [INFO] - [E:392| 500]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both +2023-06-23 07:26:53,220 - icews14_both - [INFO] - [E:392| 600]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 07:27:56,445 - icews14_both - [INFO] - [E:392| 700]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 07:28:59,668 - icews14_both - [INFO] - [E:392| 800]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both +2023-06-23 07:30:02,898 - icews14_both - [INFO] - [E:392| 900]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:30:47,353 - icews14_both - [INFO] - [Epoch:392]: Training Loss:0.001491 + +2023-06-23 07:30:47,567 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 07:31:01,261 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 07:31:14,737 - icews14_both - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.47502, Head : 0.427, Avg : 0.45101 + +2023-06-23 07:31:14,737 - icews14_both - [INFO] - [Epoch 392]: Training Loss: 0.0014906, Valid MRR: 0.45498, + + + +2023-06-23 07:31:15,382 - icews14_both - [INFO] - [E:393| 0]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 07:32:18,610 - icews14_both - [INFO] - [E:393| 100]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 07:33:21,851 - icews14_both - [INFO] - [E:393| 200]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 07:34:25,076 - icews14_both - [INFO] - [E:393| 300]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 07:35:28,275 - icews14_both - [INFO] - [E:393| 400]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 07:36:31,513 - icews14_both - [INFO] - [E:393| 500]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:37:34,736 - icews14_both - [INFO] - [E:393| 600]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:38:37,969 - icews14_both - [INFO] - [E:393| 700]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:39:41,206 - icews14_both - [INFO] - [E:393| 800]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:40:44,441 - icews14_both - [INFO] - [E:393| 900]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 07:41:28,933 - icews14_both - [INFO] - [Epoch:393]: Training Loss:0.001491 + +2023-06-23 07:41:29,146 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 07:41:42,825 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 07:41:56,286 - icews14_both - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.47619, Head : 0.42415, Avg : 0.45017 + +2023-06-23 07:41:56,286 - icews14_both - [INFO] - [Epoch 393]: Training Loss: 0.0014906, Valid MRR: 0.45498, + + + +2023-06-23 07:41:56,929 - icews14_both - [INFO] - [E:394| 0]: Train Loss:0.0014832, Val MRR:0.45498, icews14_both +2023-06-23 07:43:00,084 - icews14_both - [INFO] - [E:394| 100]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 07:44:03,248 - icews14_both - [INFO] - [E:394| 200]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 07:45:06,389 - icews14_both - [INFO] - [E:394| 300]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 07:46:09,578 - icews14_both - [INFO] - [E:394| 400]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:47:12,749 - icews14_both - [INFO] - [E:394| 500]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:48:15,998 - icews14_both - [INFO] - [E:394| 600]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:49:19,280 - icews14_both - [INFO] - [E:394| 700]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:50:22,557 - icews14_both - [INFO] - [E:394| 800]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both +2023-06-23 07:51:25,821 - icews14_both - [INFO] - [E:394| 900]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 07:52:10,300 - icews14_both - [INFO] - [Epoch:394]: Training Loss:0.001491 + +2023-06-23 07:52:10,514 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 07:52:24,217 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 07:52:37,727 - icews14_both - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.47634, Head : 0.42356, Avg : 0.44995 + +2023-06-23 07:52:37,727 - icews14_both - [INFO] - [Epoch 394]: Training Loss: 0.0014906, Valid MRR: 0.45498, + + + +2023-06-23 07:52:38,371 - icews14_both - [INFO] - [E:395| 0]: Train Loss:0.0014809, Val MRR:0.45498, icews14_both +2023-06-23 07:53:41,676 - icews14_both - [INFO] - [E:395| 100]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-23 07:54:44,942 - icews14_both - [INFO] - [E:395| 200]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:55:48,199 - icews14_both - [INFO] - [E:395| 300]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-23 07:56:51,483 - icews14_both - [INFO] - [E:395| 400]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 07:57:54,750 - icews14_both - [INFO] - [E:395| 500]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 07:58:58,006 - icews14_both - [INFO] - [E:395| 600]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 08:00:01,280 - icews14_both - [INFO] - [E:395| 700]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:01:04,548 - icews14_both - [INFO] - [E:395| 800]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 08:02:07,831 - icews14_both - [INFO] - [E:395| 900]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 08:02:52,327 - icews14_both - [INFO] - [Epoch:395]: Training Loss:0.00149 + +2023-06-23 08:02:52,542 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 08:03:06,232 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 08:03:19,725 - icews14_both - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.47587, Head : 0.42586, Avg : 0.45086 + +2023-06-23 08:03:19,726 - icews14_both - [INFO] - [Epoch 395]: Training Loss: 0.0014902, Valid MRR: 0.45498, + + + +2023-06-23 08:03:20,369 - icews14_both - [INFO] - [E:396| 0]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both +2023-06-23 08:04:23,622 - icews14_both - [INFO] - [E:396| 100]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 08:05:26,891 - icews14_both - [INFO] - [E:396| 200]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:06:30,156 - icews14_both - [INFO] - [E:396| 300]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:07:33,401 - icews14_both - [INFO] - [E:396| 400]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:08:36,705 - icews14_both - [INFO] - [E:396| 500]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 08:09:39,976 - icews14_both - [INFO] - [E:396| 600]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 08:10:43,239 - icews14_both - [INFO] - [E:396| 700]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 08:11:46,529 - icews14_both - [INFO] - [E:396| 800]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 08:12:49,820 - icews14_both - [INFO] - [E:396| 900]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-23 08:13:34,253 - icews14_both - [INFO] - [Epoch:396]: Training Loss:0.00149 + +2023-06-23 08:13:34,468 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 08:13:48,164 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 08:14:01,637 - icews14_both - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.47633, Head : 0.42633, Avg : 0.45133 + +2023-06-23 08:14:01,637 - icews14_both - [INFO] - [Epoch 396]: Training Loss: 0.0014904, Valid MRR: 0.45498, + + + +2023-06-23 08:14:02,277 - icews14_both - [INFO] - [E:397| 0]: Train Loss:0.001483, Val MRR:0.45498, icews14_both +2023-06-23 08:15:05,502 - icews14_both - [INFO] - [E:397| 100]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 08:16:08,725 - icews14_both - [INFO] - [E:397| 200]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 08:17:11,939 - icews14_both - [INFO] - [E:397| 300]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 08:18:15,127 - icews14_both - [INFO] - [E:397| 400]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:19:18,355 - icews14_both - [INFO] - [E:397| 500]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 08:20:21,565 - icews14_both - [INFO] - [E:397| 600]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 08:21:24,763 - icews14_both - [INFO] - [E:397| 700]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:22:27,961 - icews14_both - [INFO] - [E:397| 800]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:23:31,159 - icews14_both - [INFO] - [E:397| 900]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:24:15,598 - icews14_both - [INFO] - [Epoch:397]: Training Loss:0.00149 + +2023-06-23 08:24:15,813 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 08:24:29,497 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 08:24:42,984 - icews14_both - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.47641, Head : 0.42678, Avg : 0.4516 + +2023-06-23 08:24:42,984 - icews14_both - [INFO] - [Epoch 397]: Training Loss: 0.0014901, Valid MRR: 0.45498, + + + +2023-06-23 08:24:43,628 - icews14_both - [INFO] - [E:398| 0]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 08:25:46,852 - icews14_both - [INFO] - [E:398| 100]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 08:26:50,076 - icews14_both - [INFO] - [E:398| 200]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 08:27:53,310 - icews14_both - [INFO] - [E:398| 300]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 08:28:56,535 - icews14_both - [INFO] - [E:398| 400]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 08:29:59,711 - icews14_both - [INFO] - [E:398| 500]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 08:31:02,918 - icews14_both - [INFO] - [E:398| 600]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 08:32:06,135 - icews14_both - [INFO] - [E:398| 700]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:33:09,344 - icews14_both - [INFO] - [E:398| 800]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:34:12,525 - icews14_both - [INFO] - [E:398| 900]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:34:56,967 - icews14_both - [INFO] - [Epoch:398]: Training Loss:0.00149 + +2023-06-23 08:34:57,181 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 08:35:10,869 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 08:35:24,343 - icews14_both - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.47801, Head : 0.4293, Avg : 0.45365 + +2023-06-23 08:35:24,343 - icews14_both - [INFO] - [Epoch 398]: Training Loss: 0.0014902, Valid MRR: 0.45498, + + + +2023-06-23 08:35:24,985 - icews14_both - [INFO] - [E:399| 0]: Train Loss:0.0014827, Val MRR:0.45498, icews14_both +2023-06-23 08:36:28,221 - icews14_both - [INFO] - [E:399| 100]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:37:31,433 - icews14_both - [INFO] - [E:399| 200]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 08:38:34,649 - icews14_both - [INFO] - [E:399| 300]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 08:39:37,839 - icews14_both - [INFO] - [E:399| 400]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 08:40:41,042 - icews14_both - [INFO] - [E:399| 500]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 08:41:44,211 - icews14_both - [INFO] - [E:399| 600]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 08:42:47,380 - icews14_both - [INFO] - [E:399| 700]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 08:43:50,554 - icews14_both - [INFO] - [E:399| 800]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 08:44:53,719 - icews14_both - [INFO] - [E:399| 900]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 08:45:38,125 - icews14_both - [INFO] - [Epoch:399]: Training Loss:0.00149 + +2023-06-23 08:45:38,339 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 08:45:52,017 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 08:46:05,496 - icews14_both - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.47576, Head : 0.42555, Avg : 0.45066 + MR: Tail : 579.07, Head : 646.37, Avg : 612.72 + Hit-1: Tail : 0.39595, Head : 0.34627, Avg : 0.37111 + Hit-3: Tail : 0.51947, Head : 0.46357, Avg : 0.49152 + Hit-10: Tail : 0.62383, Head : 0.5794, Avg : 0.60161 +2023-06-23 08:46:05,496 - icews14_both - [INFO] - [Epoch 399]: Training Loss: 0.0014901, Valid MRR: 0.45498, + + + +2023-06-23 08:46:06,140 - icews14_both - [INFO] - [E:400| 0]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both +2023-06-23 08:47:09,306 - icews14_both - [INFO] - [E:400| 100]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both +2023-06-23 08:48:12,454 - icews14_both - [INFO] - [E:400| 200]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:49:15,632 - icews14_both - [INFO] - [E:400| 300]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:50:18,800 - icews14_both - [INFO] - [E:400| 400]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:51:21,964 - icews14_both - [INFO] - [E:400| 500]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:52:25,107 - icews14_both - [INFO] - [E:400| 600]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 08:53:28,233 - icews14_both - [INFO] - [E:400| 700]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:54:31,359 - icews14_both - [INFO] - [E:400| 800]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:55:34,518 - icews14_both - [INFO] - [E:400| 900]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:56:18,920 - icews14_both - [INFO] - [Epoch:400]: Training Loss:0.00149 + +2023-06-23 08:56:19,134 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 08:56:32,817 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 08:56:46,314 - icews14_both - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.47488, Head : 0.42444, Avg : 0.44966 + +2023-06-23 08:56:46,314 - icews14_both - [INFO] - [Epoch 400]: Training Loss: 0.0014902, Valid MRR: 0.45498, + + + +2023-06-23 08:56:46,956 - icews14_both - [INFO] - [E:401| 0]: Train Loss:0.0014832, Val MRR:0.45498, icews14_both +2023-06-23 08:57:50,127 - icews14_both - [INFO] - [E:401| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 08:58:53,313 - icews14_both - [INFO] - [E:401| 200]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 08:59:56,479 - icews14_both - [INFO] - [E:401| 300]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both +2023-06-23 09:00:59,759 - icews14_both - [INFO] - [E:401| 400]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 09:02:03,057 - icews14_both - [INFO] - [E:401| 500]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 09:03:06,300 - icews14_both - [INFO] - [E:401| 600]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 09:04:09,419 - icews14_both - [INFO] - [E:401| 700]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 09:05:12,545 - icews14_both - [INFO] - [E:401| 800]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 09:06:15,668 - icews14_both - [INFO] - [E:401| 900]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 09:07:00,022 - icews14_both - [INFO] - [Epoch:401]: Training Loss:0.00149 + +2023-06-23 09:07:00,237 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 09:07:13,916 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 09:07:27,391 - icews14_both - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.4739, Head : 0.42368, Avg : 0.44879 + +2023-06-23 09:07:27,392 - icews14_both - [INFO] - [Epoch 401]: Training Loss: 0.0014902, Valid MRR: 0.45498, + + + +2023-06-23 09:07:28,032 - icews14_both - [INFO] - [E:402| 0]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both +2023-06-23 09:08:31,177 - icews14_both - [INFO] - [E:402| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:09:34,309 - icews14_both - [INFO] - [E:402| 200]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:10:37,450 - icews14_both - [INFO] - [E:402| 300]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 09:11:40,563 - icews14_both - [INFO] - [E:402| 400]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:12:43,665 - icews14_both - [INFO] - [E:402| 500]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 09:13:46,779 - icews14_both - [INFO] - [E:402| 600]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:14:49,893 - icews14_both - [INFO] - [E:402| 700]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:15:53,029 - icews14_both - [INFO] - [E:402| 800]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 09:16:56,187 - icews14_both - [INFO] - [E:402| 900]: Train Loss:0.00149, Val MRR:0.45498, icews14_both +2023-06-23 09:17:40,599 - icews14_both - [INFO] - [Epoch:402]: Training Loss:0.00149 + +2023-06-23 09:17:40,814 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 09:17:54,481 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 09:18:07,943 - icews14_both - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.47693, Head : 0.42716, Avg : 0.45204 + +2023-06-23 09:18:07,943 - icews14_both - [INFO] - [Epoch 402]: Training Loss: 0.0014899, Valid MRR: 0.45498, + + + +2023-06-23 09:18:08,590 - icews14_both - [INFO] - [E:403| 0]: Train Loss:0.0014811, Val MRR:0.45498, icews14_both +2023-06-23 09:19:11,790 - icews14_both - [INFO] - [E:403| 100]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 09:20:15,040 - icews14_both - [INFO] - [E:403| 200]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:21:18,290 - icews14_both - [INFO] - [E:403| 300]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:22:21,611 - icews14_both - [INFO] - [E:403| 400]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 09:23:24,766 - icews14_both - [INFO] - [E:403| 500]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 09:24:27,987 - icews14_both - [INFO] - [E:403| 600]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 09:25:31,298 - icews14_both - [INFO] - [E:403| 700]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 09:26:34,547 - icews14_both - [INFO] - [E:403| 800]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 09:27:37,827 - icews14_both - [INFO] - [E:403| 900]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 09:28:22,904 - icews14_both - [INFO] - [Epoch:403]: Training Loss:0.00149 + +2023-06-23 09:28:23,118 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 09:28:36,834 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 09:28:52,337 - icews14_both - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.47857, Head : 0.42578, Avg : 0.45217 + +2023-06-23 09:28:52,337 - icews14_both - [INFO] - [Epoch 403]: Training Loss: 0.0014902, Valid MRR: 0.45498, + + + +2023-06-23 09:28:52,986 - icews14_both - [INFO] - [E:404| 0]: Train Loss:0.0014997, Val MRR:0.45498, icews14_both +2023-06-23 09:29:57,687 - icews14_both - [INFO] - [E:404| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:31:00,980 - icews14_both - [INFO] - [E:404| 200]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 09:32:04,272 - icews14_both - [INFO] - [E:404| 300]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 09:33:07,570 - icews14_both - [INFO] - [E:404| 400]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 09:34:10,824 - icews14_both - [INFO] - [E:404| 500]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 09:35:14,048 - icews14_both - [INFO] - [E:404| 600]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 09:36:17,299 - icews14_both - [INFO] - [E:404| 700]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 09:37:20,518 - icews14_both - [INFO] - [E:404| 800]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 09:38:23,754 - icews14_both - [INFO] - [E:404| 900]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:39:08,252 - icews14_both - [INFO] - [Epoch:404]: Training Loss:0.00149 + +2023-06-23 09:39:08,467 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 09:39:22,163 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 09:39:35,652 - icews14_both - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.47827, Head : 0.42514, Avg : 0.4517 + +2023-06-23 09:39:35,652 - icews14_both - [INFO] - [Epoch 404]: Training Loss: 0.0014899, Valid MRR: 0.45498, + + + +2023-06-23 09:39:36,298 - icews14_both - [INFO] - [E:405| 0]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both +2023-06-23 09:40:39,541 - icews14_both - [INFO] - [E:405| 100]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 09:41:42,792 - icews14_both - [INFO] - [E:405| 200]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 09:42:46,052 - icews14_both - [INFO] - [E:405| 300]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 09:43:49,333 - icews14_both - [INFO] - [E:405| 400]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 09:44:52,600 - icews14_both - [INFO] - [E:405| 500]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 09:45:55,872 - icews14_both - [INFO] - [E:405| 600]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 09:46:59,139 - icews14_both - [INFO] - [E:405| 700]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 09:48:02,332 - icews14_both - [INFO] - [E:405| 800]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 09:49:05,509 - icews14_both - [INFO] - [E:405| 900]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 09:49:49,983 - icews14_both - [INFO] - [Epoch:405]: Training Loss:0.00149 + +2023-06-23 09:49:50,197 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 09:50:03,908 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 09:50:17,401 - icews14_both - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.47699, Head : 0.42402, Avg : 0.4505 + +2023-06-23 09:50:17,401 - icews14_both - [INFO] - [Epoch 405]: Training Loss: 0.0014899, Valid MRR: 0.45498, + + + +2023-06-23 09:50:18,047 - icews14_both - [INFO] - [E:406| 0]: Train Loss:0.0014989, Val MRR:0.45498, icews14_both +2023-06-23 09:51:21,315 - icews14_both - [INFO] - [E:406| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 09:52:24,590 - icews14_both - [INFO] - [E:406| 200]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 09:53:27,864 - icews14_both - [INFO] - [E:406| 300]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 09:54:31,104 - icews14_both - [INFO] - [E:406| 400]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 09:55:34,278 - icews14_both - [INFO] - [E:406| 500]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 09:56:37,457 - icews14_both - [INFO] - [E:406| 600]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 09:57:40,623 - icews14_both - [INFO] - [E:406| 700]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 09:58:43,794 - icews14_both - [INFO] - [E:406| 800]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 09:59:47,671 - icews14_both - [INFO] - [E:406| 900]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 10:00:32,087 - icews14_both - [INFO] - [Epoch:406]: Training Loss:0.00149 + +2023-06-23 10:00:32,301 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 10:00:45,983 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 10:00:59,486 - icews14_both - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.47793, Head : 0.42527, Avg : 0.4516 + +2023-06-23 10:00:59,486 - icews14_both - [INFO] - [Epoch 406]: Training Loss: 0.0014897, Valid MRR: 0.45498, + + + +2023-06-23 10:01:00,134 - icews14_both - [INFO] - [E:407| 0]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 10:02:03,286 - icews14_both - [INFO] - [E:407| 100]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 10:03:06,444 - icews14_both - [INFO] - [E:407| 200]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 10:04:09,606 - icews14_both - [INFO] - [E:407| 300]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 10:05:12,782 - icews14_both - [INFO] - [E:407| 400]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 10:06:15,955 - icews14_both - [INFO] - [E:407| 500]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 10:07:19,135 - icews14_both - [INFO] - [E:407| 600]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 10:08:22,325 - icews14_both - [INFO] - [E:407| 700]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 10:09:25,566 - icews14_both - [INFO] - [E:407| 800]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 10:10:28,839 - icews14_both - [INFO] - [E:407| 900]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 10:11:13,340 - icews14_both - [INFO] - [Epoch:407]: Training Loss:0.00149 + +2023-06-23 10:11:13,555 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 10:11:27,252 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 10:11:40,728 - icews14_both - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.47852, Head : 0.42615, Avg : 0.45233 + +2023-06-23 10:11:40,728 - icews14_both - [INFO] - [Epoch 407]: Training Loss: 0.0014897, Valid MRR: 0.45498, + + + +2023-06-23 10:11:41,371 - icews14_both - [INFO] - [E:408| 0]: Train Loss:0.0014969, Val MRR:0.45498, icews14_both +2023-06-23 10:12:44,641 - icews14_both - [INFO] - [E:408| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 10:13:47,909 - icews14_both - [INFO] - [E:408| 200]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 10:14:51,177 - icews14_both - [INFO] - [E:408| 300]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 10:15:54,442 - icews14_both - [INFO] - [E:408| 400]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 10:16:57,705 - icews14_both - [INFO] - [E:408| 500]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 10:18:00,947 - icews14_both - [INFO] - [E:408| 600]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 10:19:04,201 - icews14_both - [INFO] - [E:408| 700]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 10:20:07,453 - icews14_both - [INFO] - [E:408| 800]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 10:21:10,717 - icews14_both - [INFO] - [E:408| 900]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 10:21:55,205 - icews14_both - [INFO] - [Epoch:408]: Training Loss:0.00149 + +2023-06-23 10:21:55,420 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 10:22:09,127 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 10:22:22,609 - icews14_both - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.48129, Head : 0.42693, Avg : 0.45411 + +2023-06-23 10:22:22,609 - icews14_both - [INFO] - [Epoch 408]: Training Loss: 0.0014897, Valid MRR: 0.45498, + + + +2023-06-23 10:22:23,252 - icews14_both - [INFO] - [E:409| 0]: Train Loss:0.0015107, Val MRR:0.45498, icews14_both +2023-06-23 10:23:26,498 - icews14_both - [INFO] - [E:409| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 10:24:29,777 - icews14_both - [INFO] - [E:409| 200]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 10:25:33,044 - icews14_both - [INFO] - [E:409| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 10:26:36,287 - icews14_both - [INFO] - [E:409| 400]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 10:27:39,539 - icews14_both - [INFO] - [E:409| 500]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 10:28:42,802 - icews14_both - [INFO] - [E:409| 600]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 10:29:46,150 - icews14_both - [INFO] - [E:409| 700]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 10:30:49,442 - icews14_both - [INFO] - [E:409| 800]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 10:31:52,770 - icews14_both - [INFO] - [E:409| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 10:32:37,302 - icews14_both - [INFO] - [Epoch:409]: Training Loss:0.001489 + +2023-06-23 10:32:37,518 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 10:32:51,220 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 10:33:04,709 - icews14_both - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.47716, Head : 0.4283, Avg : 0.45273 + MR: Tail : 597.6, Head : 665.62, Avg : 631.61 + Hit-1: Tail : 0.39595, Head : 0.34822, Avg : 0.37209 + Hit-3: Tail : 0.52179, Head : 0.46637, Avg : 0.49408 + Hit-10: Tail : 0.62846, Head : 0.58098, Avg : 0.60472 +2023-06-23 10:33:04,709 - icews14_both - [INFO] - [Epoch 409]: Training Loss: 0.0014895, Valid MRR: 0.45498, + + + +2023-06-23 10:33:05,350 - icews14_both - [INFO] - [E:410| 0]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 10:34:08,573 - icews14_both - [INFO] - [E:410| 100]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 10:35:11,794 - icews14_both - [INFO] - [E:410| 200]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 10:36:14,974 - icews14_both - [INFO] - [E:410| 300]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both +2023-06-23 10:37:18,204 - icews14_both - [INFO] - [E:410| 400]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 10:38:21,466 - icews14_both - [INFO] - [E:410| 500]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 10:39:24,666 - icews14_both - [INFO] - [E:410| 600]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 10:40:27,878 - icews14_both - [INFO] - [E:410| 700]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 10:41:31,061 - icews14_both - [INFO] - [E:410| 800]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 10:42:34,285 - icews14_both - [INFO] - [E:410| 900]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 10:43:18,770 - icews14_both - [INFO] - [Epoch:410]: Training Loss:0.00149 + +2023-06-23 10:43:18,984 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 10:43:32,684 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 10:43:46,156 - icews14_both - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.47482, Head : 0.42392, Avg : 0.44937 + +2023-06-23 10:43:46,157 - icews14_both - [INFO] - [Epoch 410]: Training Loss: 0.0014896, Valid MRR: 0.45498, + + + +2023-06-23 10:43:46,798 - icews14_both - [INFO] - [E:411| 0]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 10:44:50,035 - icews14_both - [INFO] - [E:411| 100]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 10:45:53,315 - icews14_both - [INFO] - [E:411| 200]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 10:46:56,540 - icews14_both - [INFO] - [E:411| 300]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 10:47:59,779 - icews14_both - [INFO] - [E:411| 400]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 10:49:03,011 - icews14_both - [INFO] - [E:411| 500]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 10:50:06,244 - icews14_both - [INFO] - [E:411| 600]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 10:51:09,496 - icews14_both - [INFO] - [E:411| 700]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 10:52:12,727 - icews14_both - [INFO] - [E:411| 800]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 10:53:16,069 - icews14_both - [INFO] - [E:411| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 10:54:00,554 - icews14_both - [INFO] - [Epoch:411]: Training Loss:0.00149 + +2023-06-23 10:54:00,770 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 10:54:14,468 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 10:54:27,951 - icews14_both - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.47884, Head : 0.42898, Avg : 0.45391 + +2023-06-23 10:54:27,951 - icews14_both - [INFO] - [Epoch 411]: Training Loss: 0.0014896, Valid MRR: 0.45498, + + + +2023-06-23 10:54:28,593 - icews14_both - [INFO] - [E:412| 0]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 10:55:31,849 - icews14_both - [INFO] - [E:412| 100]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both +2023-06-23 10:56:35,082 - icews14_both - [INFO] - [E:412| 200]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 10:57:38,329 - icews14_both - [INFO] - [E:412| 300]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 10:58:41,976 - icews14_both - [INFO] - [E:412| 400]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 10:59:45,223 - icews14_both - [INFO] - [E:412| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 11:00:48,481 - icews14_both - [INFO] - [E:412| 600]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 11:01:51,756 - icews14_both - [INFO] - [E:412| 700]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 11:02:54,990 - icews14_both - [INFO] - [E:412| 800]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 11:03:58,234 - icews14_both - [INFO] - [E:412| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 11:04:42,693 - icews14_both - [INFO] - [Epoch:412]: Training Loss:0.001489 + +2023-06-23 11:04:42,907 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 11:04:56,582 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 11:05:10,042 - icews14_both - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.47586, Head : 0.42619, Avg : 0.45103 + +2023-06-23 11:05:10,042 - icews14_both - [INFO] - [Epoch 412]: Training Loss: 0.0014895, Valid MRR: 0.45498, + + + +2023-06-23 11:05:10,687 - icews14_both - [INFO] - [E:413| 0]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 11:06:13,908 - icews14_both - [INFO] - [E:413| 100]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 11:07:18,094 - icews14_both - [INFO] - [E:413| 200]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 11:08:21,282 - icews14_both - [INFO] - [E:413| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 11:09:24,477 - icews14_both - [INFO] - [E:413| 400]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 11:10:27,652 - icews14_both - [INFO] - [E:413| 500]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:11:30,835 - icews14_both - [INFO] - [E:413| 600]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 11:12:34,013 - icews14_both - [INFO] - [E:413| 700]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 11:13:37,192 - icews14_both - [INFO] - [E:413| 800]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 11:14:40,361 - icews14_both - [INFO] - [E:413| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 11:15:24,784 - icews14_both - [INFO] - [Epoch:413]: Training Loss:0.001489 + +2023-06-23 11:15:24,998 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 11:15:38,662 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 11:15:52,119 - icews14_both - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.47491, Head : 0.4238, Avg : 0.44935 + +2023-06-23 11:15:52,119 - icews14_both - [INFO] - [Epoch 413]: Training Loss: 0.0014895, Valid MRR: 0.45498, + + + +2023-06-23 11:15:52,762 - icews14_both - [INFO] - [E:414| 0]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both +2023-06-23 11:16:55,886 - icews14_both - [INFO] - [E:414| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 11:17:59,032 - icews14_both - [INFO] - [E:414| 200]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 11:19:02,160 - icews14_both - [INFO] - [E:414| 300]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:20:05,299 - icews14_both - [INFO] - [E:414| 400]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 11:21:08,466 - icews14_both - [INFO] - [E:414| 500]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 11:22:11,585 - icews14_both - [INFO] - [E:414| 600]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 11:23:14,679 - icews14_both - [INFO] - [E:414| 700]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 11:24:17,713 - icews14_both - [INFO] - [E:414| 800]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 11:25:20,710 - icews14_both - [INFO] - [E:414| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 11:26:05,000 - icews14_both - [INFO] - [Epoch:414]: Training Loss:0.001489 + +2023-06-23 11:26:05,213 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 11:26:18,850 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 11:26:32,282 - icews14_both - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.47623, Head : 0.4259, Avg : 0.45106 + +2023-06-23 11:26:32,282 - icews14_both - [INFO] - [Epoch 414]: Training Loss: 0.0014894, Valid MRR: 0.45498, + + + +2023-06-23 11:26:32,921 - icews14_both - [INFO] - [E:415| 0]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 11:27:35,911 - icews14_both - [INFO] - [E:415| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 11:28:38,888 - icews14_both - [INFO] - [E:415| 200]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:29:41,868 - icews14_both - [INFO] - [E:415| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 11:30:44,851 - icews14_both - [INFO] - [E:415| 400]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 11:31:47,835 - icews14_both - [INFO] - [E:415| 500]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 11:32:50,806 - icews14_both - [INFO] - [E:415| 600]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 11:33:53,792 - icews14_both - [INFO] - [E:415| 700]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:34:56,782 - icews14_both - [INFO] - [E:415| 800]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:35:59,746 - icews14_both - [INFO] - [E:415| 900]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:36:44,018 - icews14_both - [INFO] - [Epoch:415]: Training Loss:0.001489 + +2023-06-23 11:36:44,233 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 11:36:57,930 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 11:37:11,368 - icews14_both - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.47394, Head : 0.42345, Avg : 0.4487 + +2023-06-23 11:37:11,369 - icews14_both - [INFO] - [Epoch 415]: Training Loss: 0.0014892, Valid MRR: 0.45498, + + + +2023-06-23 11:37:12,015 - icews14_both - [INFO] - [E:416| 0]: Train Loss:0.0014956, Val MRR:0.45498, icews14_both +2023-06-23 11:38:14,975 - icews14_both - [INFO] - [E:416| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 11:39:17,939 - icews14_both - [INFO] - [E:416| 200]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 11:40:20,890 - icews14_both - [INFO] - [E:416| 300]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 11:41:23,872 - icews14_both - [INFO] - [E:416| 400]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:42:26,850 - icews14_both - [INFO] - [E:416| 500]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 11:43:29,824 - icews14_both - [INFO] - [E:416| 600]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 11:44:32,793 - icews14_both - [INFO] - [E:416| 700]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:45:35,751 - icews14_both - [INFO] - [E:416| 800]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:46:38,714 - icews14_both - [INFO] - [E:416| 900]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:47:22,987 - icews14_both - [INFO] - [Epoch:416]: Training Loss:0.001489 + +2023-06-23 11:47:23,201 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 11:47:36,834 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 11:47:50,281 - icews14_both - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.47664, Head : 0.42863, Avg : 0.45263 + +2023-06-23 11:47:50,281 - icews14_both - [INFO] - [Epoch 416]: Training Loss: 0.0014894, Valid MRR: 0.45498, + + + +2023-06-23 11:47:50,923 - icews14_both - [INFO] - [E:417| 0]: Train Loss:0.0014815, Val MRR:0.45498, icews14_both +2023-06-23 11:48:53,903 - icews14_both - [INFO] - [E:417| 100]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 11:49:56,891 - icews14_both - [INFO] - [E:417| 200]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 11:50:59,974 - icews14_both - [INFO] - [E:417| 300]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 11:52:03,037 - icews14_both - [INFO] - [E:417| 400]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 11:53:06,091 - icews14_both - [INFO] - [E:417| 500]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 11:54:09,160 - icews14_both - [INFO] - [E:417| 600]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:55:12,209 - icews14_both - [INFO] - [E:417| 700]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 11:56:15,271 - icews14_both - [INFO] - [E:417| 800]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 11:57:18,281 - icews14_both - [INFO] - [E:417| 900]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 11:58:02,589 - icews14_both - [INFO] - [Epoch:417]: Training Loss:0.001489 + +2023-06-23 11:58:02,803 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 11:58:16,454 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 11:58:29,905 - icews14_both - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.47412, Head : 0.42399, Avg : 0.44906 + +2023-06-23 11:58:29,905 - icews14_both - [INFO] - [Epoch 417]: Training Loss: 0.0014892, Valid MRR: 0.45498, + + + +2023-06-23 11:58:30,551 - icews14_both - [INFO] - [E:418| 0]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 11:59:33,549 - icews14_both - [INFO] - [E:418| 100]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both +2023-06-23 12:00:36,587 - icews14_both - [INFO] - [E:418| 200]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:01:39,593 - icews14_both - [INFO] - [E:418| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:02:42,618 - icews14_both - [INFO] - [E:418| 400]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:03:45,620 - icews14_both - [INFO] - [E:418| 500]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:04:48,629 - icews14_both - [INFO] - [E:418| 600]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:05:51,629 - icews14_both - [INFO] - [E:418| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:06:54,647 - icews14_both - [INFO] - [E:418| 800]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:07:57,685 - icews14_both - [INFO] - [E:418| 900]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:08:41,996 - icews14_both - [INFO] - [Epoch:418]: Training Loss:0.001489 + +2023-06-23 12:08:42,210 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 12:08:55,865 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 12:09:09,307 - icews14_both - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.47569, Head : 0.42768, Avg : 0.45169 + +2023-06-23 12:09:09,307 - icews14_both - [INFO] - [Epoch 418]: Training Loss: 0.0014891, Valid MRR: 0.45498, + + + +2023-06-23 12:09:09,952 - icews14_both - [INFO] - [E:419| 0]: Train Loss:0.001485, Val MRR:0.45498, icews14_both +2023-06-23 12:10:12,990 - icews14_both - [INFO] - [E:419| 100]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:11:16,012 - icews14_both - [INFO] - [E:419| 200]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both +2023-06-23 12:12:19,008 - icews14_both - [INFO] - [E:419| 300]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:13:22,015 - icews14_both - [INFO] - [E:419| 400]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:14:25,034 - icews14_both - [INFO] - [E:419| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:15:28,049 - icews14_both - [INFO] - [E:419| 600]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 12:16:31,042 - icews14_both - [INFO] - [E:419| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:17:33,977 - icews14_both - [INFO] - [E:419| 800]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:18:36,915 - icews14_both - [INFO] - [E:419| 900]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:19:21,156 - icews14_both - [INFO] - [Epoch:419]: Training Loss:0.001489 + +2023-06-23 12:19:21,369 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 12:19:35,008 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 12:19:48,444 - icews14_both - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.476, Head : 0.42701, Avg : 0.45151 + MR: Tail : 581.59, Head : 660.74, Avg : 621.16 + Hit-1: Tail : 0.39631, Head : 0.34932, Avg : 0.37282 + Hit-3: Tail : 0.51898, Head : 0.46308, Avg : 0.49103 + Hit-10: Tail : 0.62138, Head : 0.57696, Avg : 0.59917 +2023-06-23 12:19:48,444 - icews14_both - [INFO] - [Epoch 419]: Training Loss: 0.0014891, Valid MRR: 0.45498, + + + +2023-06-23 12:19:49,088 - icews14_both - [INFO] - [E:420| 0]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both +2023-06-23 12:20:52,086 - icews14_both - [INFO] - [E:420| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both +2023-06-23 12:21:55,177 - icews14_both - [INFO] - [E:420| 200]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 12:22:58,157 - icews14_both - [INFO] - [E:420| 300]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:24:01,146 - icews14_both - [INFO] - [E:420| 400]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:25:04,118 - icews14_both - [INFO] - [E:420| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:26:07,097 - icews14_both - [INFO] - [E:420| 600]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:27:10,083 - icews14_both - [INFO] - [E:420| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:28:13,067 - icews14_both - [INFO] - [E:420| 800]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:29:16,049 - icews14_both - [INFO] - [E:420| 900]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:30:00,352 - icews14_both - [INFO] - [Epoch:420]: Training Loss:0.001489 + +2023-06-23 12:30:00,566 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 12:30:14,194 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 12:30:27,610 - icews14_both - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.47543, Head : 0.42782, Avg : 0.45163 + +2023-06-23 12:30:27,610 - icews14_both - [INFO] - [Epoch 420]: Training Loss: 0.0014891, Valid MRR: 0.45498, + + + +2023-06-23 12:30:28,248 - icews14_both - [INFO] - [E:421| 0]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 12:31:31,239 - icews14_both - [INFO] - [E:421| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 12:32:34,236 - icews14_both - [INFO] - [E:421| 200]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:33:37,220 - icews14_both - [INFO] - [E:421| 300]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:34:40,210 - icews14_both - [INFO] - [E:421| 400]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:35:43,184 - icews14_both - [INFO] - [E:421| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:36:46,153 - icews14_both - [INFO] - [E:421| 600]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:37:49,148 - icews14_both - [INFO] - [E:421| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:38:52,114 - icews14_both - [INFO] - [E:421| 800]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:39:55,102 - icews14_both - [INFO] - [E:421| 900]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:40:39,376 - icews14_both - [INFO] - [Epoch:421]: Training Loss:0.001489 + +2023-06-23 12:40:39,590 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 12:40:53,234 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 12:41:06,659 - icews14_both - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.47749, Head : 0.43022, Avg : 0.45386 + +2023-06-23 12:41:06,659 - icews14_both - [INFO] - [Epoch 421]: Training Loss: 0.0014891, Valid MRR: 0.45498, + + + +2023-06-23 12:41:07,302 - icews14_both - [INFO] - [E:422| 0]: Train Loss:0.0015, Val MRR:0.45498, icews14_both +2023-06-23 12:42:10,290 - icews14_both - [INFO] - [E:422| 100]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 12:43:13,263 - icews14_both - [INFO] - [E:422| 200]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 12:44:16,215 - icews14_both - [INFO] - [E:422| 300]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 12:45:19,167 - icews14_both - [INFO] - [E:422| 400]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 12:46:22,117 - icews14_both - [INFO] - [E:422| 500]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 12:47:25,083 - icews14_both - [INFO] - [E:422| 600]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:48:28,006 - icews14_both - [INFO] - [E:422| 700]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:49:30,925 - icews14_both - [INFO] - [E:422| 800]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 12:50:33,866 - icews14_both - [INFO] - [E:422| 900]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:51:18,137 - icews14_both - [INFO] - [Epoch:422]: Training Loss:0.001489 + +2023-06-23 12:51:18,350 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 12:51:31,985 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 12:51:45,398 - icews14_both - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.47243, Head : 0.42424, Avg : 0.44833 + +2023-06-23 12:51:45,398 - icews14_both - [INFO] - [Epoch 422]: Training Loss: 0.001489, Valid MRR: 0.45498, + + + +2023-06-23 12:51:46,040 - icews14_both - [INFO] - [E:423| 0]: Train Loss:0.0015039, Val MRR:0.45498, icews14_both +2023-06-23 12:52:48,991 - icews14_both - [INFO] - [E:423| 100]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 12:53:51,928 - icews14_both - [INFO] - [E:423| 200]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 12:54:54,873 - icews14_both - [INFO] - [E:423| 300]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 12:55:57,825 - icews14_both - [INFO] - [E:423| 400]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 12:57:00,777 - icews14_both - [INFO] - [E:423| 500]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 12:58:03,750 - icews14_both - [INFO] - [E:423| 600]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 12:59:06,731 - icews14_both - [INFO] - [E:423| 700]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:00:09,710 - icews14_both - [INFO] - [E:423| 800]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:01:12,693 - icews14_both - [INFO] - [E:423| 900]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 13:01:56,995 - icews14_both - [INFO] - [Epoch:423]: Training Loss:0.001489 + +2023-06-23 13:01:57,210 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 13:02:10,857 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 13:02:24,295 - icews14_both - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.47441, Head : 0.42369, Avg : 0.44905 + +2023-06-23 13:02:24,295 - icews14_both - [INFO] - [Epoch 423]: Training Loss: 0.001489, Valid MRR: 0.45498, + + + +2023-06-23 13:02:24,936 - icews14_both - [INFO] - [E:424| 0]: Train Loss:0.0014999, Val MRR:0.45498, icews14_both +2023-06-23 13:03:27,996 - icews14_both - [INFO] - [E:424| 100]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 13:04:31,067 - icews14_both - [INFO] - [E:424| 200]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 13:05:34,147 - icews14_both - [INFO] - [E:424| 300]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both +2023-06-23 13:06:37,228 - icews14_both - [INFO] - [E:424| 400]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 13:07:40,261 - icews14_both - [INFO] - [E:424| 500]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 13:08:43,322 - icews14_both - [INFO] - [E:424| 600]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:09:46,380 - icews14_both - [INFO] - [E:424| 700]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:10:49,452 - icews14_both - [INFO] - [E:424| 800]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:11:52,525 - icews14_both - [INFO] - [E:424| 900]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:12:36,885 - icews14_both - [INFO] - [Epoch:424]: Training Loss:0.001489 + +2023-06-23 13:12:37,099 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 13:12:50,744 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 13:13:04,165 - icews14_both - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.47211, Head : 0.42621, Avg : 0.44916 + +2023-06-23 13:13:04,165 - icews14_both - [INFO] - [Epoch 424]: Training Loss: 0.0014888, Valid MRR: 0.45498, + + + +2023-06-23 13:13:04,806 - icews14_both - [INFO] - [E:425| 0]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 13:14:07,778 - icews14_both - [INFO] - [E:425| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 13:15:10,766 - icews14_both - [INFO] - [E:425| 200]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 13:16:13,775 - icews14_both - [INFO] - [E:425| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 13:17:16,760 - icews14_both - [INFO] - [E:425| 400]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 13:18:19,739 - icews14_both - [INFO] - [E:425| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 13:19:22,733 - icews14_both - [INFO] - [E:425| 600]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 13:20:25,718 - icews14_both - [INFO] - [E:425| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 13:21:28,722 - icews14_both - [INFO] - [E:425| 800]: Train Loss:0.001489, Val MRR:0.45498, icews14_both +2023-06-23 13:22:31,722 - icews14_both - [INFO] - [E:425| 900]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 13:23:16,014 - icews14_both - [INFO] - [Epoch:425]: Training Loss:0.001489 + +2023-06-23 13:23:16,229 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 13:23:29,884 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 13:23:43,316 - icews14_both - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.47191, Head : 0.42382, Avg : 0.44787 + +2023-06-23 13:23:43,316 - icews14_both - [INFO] - [Epoch 425]: Training Loss: 0.001489, Valid MRR: 0.45498, + + + +2023-06-23 13:23:43,956 - icews14_both - [INFO] - [E:426| 0]: Train Loss:0.0015039, Val MRR:0.45498, icews14_both +2023-06-23 13:24:46,953 - icews14_both - [INFO] - [E:426| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 13:25:49,941 - icews14_both - [INFO] - [E:426| 200]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 13:26:52,947 - icews14_both - [INFO] - [E:426| 300]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:27:55,945 - icews14_both - [INFO] - [E:426| 400]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:28:58,924 - icews14_both - [INFO] - [E:426| 500]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 13:30:01,927 - icews14_both - [INFO] - [E:426| 600]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 13:31:04,910 - icews14_both - [INFO] - [E:426| 700]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 13:32:07,880 - icews14_both - [INFO] - [E:426| 800]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:33:10,874 - icews14_both - [INFO] - [E:426| 900]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both +2023-06-23 13:33:55,210 - icews14_both - [INFO] - [Epoch:426]: Training Loss:0.001489 + +2023-06-23 13:33:55,423 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 13:34:09,064 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 13:34:22,496 - icews14_both - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.47556, Head : 0.42669, Avg : 0.45113 + +2023-06-23 13:34:22,497 - icews14_both - [INFO] - [Epoch 426]: Training Loss: 0.0014888, Valid MRR: 0.45498, + + + +2023-06-23 13:34:23,139 - icews14_both - [INFO] - [E:427| 0]: Train Loss:0.0014962, Val MRR:0.45498, icews14_both +2023-06-23 13:35:26,173 - icews14_both - [INFO] - [E:427| 100]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both +2023-06-23 13:36:29,193 - icews14_both - [INFO] - [E:427| 200]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 13:37:32,218 - icews14_both - [INFO] - [E:427| 300]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 13:38:35,218 - icews14_both - [INFO] - [E:427| 400]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 13:39:38,242 - icews14_both - [INFO] - [E:427| 500]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both +2023-06-23 13:40:41,244 - icews14_both - [INFO] - [E:427| 600]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both +2023-06-23 13:41:44,276 - icews14_both - [INFO] - [E:427| 700]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:42:47,284 - icews14_both - [INFO] - [E:427| 800]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 13:43:50,300 - icews14_both - [INFO] - [E:427| 900]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both +2023-06-23 13:44:34,608 - icews14_both - [INFO] - [Epoch:427]: Training Loss:0.001489 + +2023-06-23 13:44:34,822 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 13:44:48,483 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 13:45:01,918 - icews14_both - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.47643, Head : 0.43046, Avg : 0.45345 + +2023-06-23 13:45:01,918 - icews14_both - [INFO] - [Epoch 427]: Training Loss: 0.0014888, Valid MRR: 0.45498, + + + +2023-06-23 13:45:02,558 - icews14_both - [INFO] - [E:428| 0]: Train Loss:0.0014849, Val MRR:0.45498, icews14_both +2023-06-23 13:46:05,607 - icews14_both - [INFO] - [E:428| 100]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 13:47:08,631 - icews14_both - [INFO] - [E:428| 200]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 13:48:11,659 - icews14_both - [INFO] - [E:428| 300]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 13:49:14,683 - icews14_both - [INFO] - [E:428| 400]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 13:50:17,716 - icews14_both - [INFO] - [E:428| 500]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 13:51:20,713 - icews14_both - [INFO] - [E:428| 600]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 13:52:23,728 - icews14_both - [INFO] - [E:428| 700]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 13:53:26,719 - icews14_both - [INFO] - [E:428| 800]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:54:29,683 - icews14_both - [INFO] - [E:428| 900]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 13:55:13,957 - icews14_both - [INFO] - [Epoch:428]: Training Loss:0.001489 + +2023-06-23 13:55:14,170 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 13:55:27,803 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 13:55:41,230 - icews14_both - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.47872, Head : 0.4238, Avg : 0.45126 + +2023-06-23 13:55:41,230 - icews14_both - [INFO] - [Epoch 428]: Training Loss: 0.0014887, Valid MRR: 0.45498, + + + +2023-06-23 13:55:41,873 - icews14_both - [INFO] - [E:429| 0]: Train Loss:0.0014792, Val MRR:0.45498, icews14_both +2023-06-23 13:56:44,873 - icews14_both - [INFO] - [E:429| 100]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 13:57:47,876 - icews14_both - [INFO] - [E:429| 200]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 13:58:50,875 - icews14_both - [INFO] - [E:429| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 13:59:53,884 - icews14_both - [INFO] - [E:429| 400]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:00:56,900 - icews14_both - [INFO] - [E:429| 500]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:01:59,918 - icews14_both - [INFO] - [E:429| 600]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:03:02,946 - icews14_both - [INFO] - [E:429| 700]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 14:04:05,936 - icews14_both - [INFO] - [E:429| 800]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both +2023-06-23 14:05:08,913 - icews14_both - [INFO] - [E:429| 900]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 14:05:53,235 - icews14_both - [INFO] - [Epoch:429]: Training Loss:0.001489 + +2023-06-23 14:05:53,449 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 14:06:07,102 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 14:06:20,533 - icews14_both - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.47785, Head : 0.42552, Avg : 0.45169 + MR: Tail : 597.33, Head : 663.58, Avg : 630.46 + Hit-1: Tail : 0.39961, Head : 0.34639, Avg : 0.373 + Hit-3: Tail : 0.5202, Head : 0.46125, Avg : 0.49072 + Hit-10: Tail : 0.62419, Head : 0.57513, Avg : 0.59966 +2023-06-23 14:06:20,533 - icews14_both - [INFO] - [Epoch 429]: Training Loss: 0.0014886, Valid MRR: 0.45498, + + + +2023-06-23 14:06:21,176 - icews14_both - [INFO] - [E:430| 0]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-23 14:07:24,193 - icews14_both - [INFO] - [E:430| 100]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 14:08:27,203 - icews14_both - [INFO] - [E:430| 200]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 14:09:30,210 - icews14_both - [INFO] - [E:430| 300]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both +2023-06-23 14:10:33,228 - icews14_both - [INFO] - [E:430| 400]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 14:11:36,245 - icews14_both - [INFO] - [E:430| 500]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 14:12:39,268 - icews14_both - [INFO] - [E:430| 600]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 14:13:42,263 - icews14_both - [INFO] - [E:430| 700]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 14:14:45,277 - icews14_both - [INFO] - [E:430| 800]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 14:15:48,312 - icews14_both - [INFO] - [E:430| 900]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 14:16:32,630 - icews14_both - [INFO] - [Epoch:430]: Training Loss:0.001489 + +2023-06-23 14:16:32,843 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 14:16:46,495 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 14:16:59,928 - icews14_both - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.47213, Head : 0.42518, Avg : 0.44866 + +2023-06-23 14:16:59,928 - icews14_both - [INFO] - [Epoch 430]: Training Loss: 0.0014887, Valid MRR: 0.45498, + + + +2023-06-23 14:17:00,566 - icews14_both - [INFO] - [E:431| 0]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both +2023-06-23 14:18:03,631 - icews14_both - [INFO] - [E:431| 100]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 14:19:06,714 - icews14_both - [INFO] - [E:431| 200]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 14:20:09,762 - icews14_both - [INFO] - [E:431| 300]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-23 14:21:12,817 - icews14_both - [INFO] - [E:431| 400]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both +2023-06-23 14:22:15,862 - icews14_both - [INFO] - [E:431| 500]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both +2023-06-23 14:23:18,895 - icews14_both - [INFO] - [E:431| 600]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 14:24:21,949 - icews14_both - [INFO] - [E:431| 700]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 14:25:25,002 - icews14_both - [INFO] - [E:431| 800]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 14:26:28,031 - icews14_both - [INFO] - [E:431| 900]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both +2023-06-23 14:27:12,351 - icews14_both - [INFO] - [Epoch:431]: Training Loss:0.001489 + +2023-06-23 14:27:12,565 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 14:27:26,212 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 14:27:39,640 - icews14_both - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.4739, Head : 0.4261, Avg : 0.45 + +2023-06-23 14:27:39,640 - icews14_both - [INFO] - [Epoch 431]: Training Loss: 0.0014886, Valid MRR: 0.45498, + + + +2023-06-23 14:27:40,282 - icews14_both - [INFO] - [E:432| 0]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both +2023-06-23 14:28:43,365 - icews14_both - [INFO] - [E:432| 100]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:29:46,416 - icews14_both - [INFO] - [E:432| 200]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 14:30:49,474 - icews14_both - [INFO] - [E:432| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:31:52,532 - icews14_both - [INFO] - [E:432| 400]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:32:55,583 - icews14_both - [INFO] - [E:432| 500]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 14:33:58,634 - icews14_both - [INFO] - [E:432| 600]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 14:35:01,672 - icews14_both - [INFO] - [E:432| 700]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 14:36:04,718 - icews14_both - [INFO] - [E:432| 800]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 14:37:07,752 - icews14_both - [INFO] - [E:432| 900]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both +2023-06-23 14:37:52,073 - icews14_both - [INFO] - [Epoch:432]: Training Loss:0.001489 + +2023-06-23 14:37:52,287 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 14:38:05,932 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 14:38:19,357 - icews14_both - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.47429, Head : 0.42433, Avg : 0.44931 + +2023-06-23 14:38:19,357 - icews14_both - [INFO] - [Epoch 432]: Training Loss: 0.0014886, Valid MRR: 0.45498, + + + +2023-06-23 14:38:20,001 - icews14_both - [INFO] - [E:433| 0]: Train Loss:0.0014789, Val MRR:0.45498, icews14_both +2023-06-23 14:39:23,072 - icews14_both - [INFO] - [E:433| 100]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 14:40:26,155 - icews14_both - [INFO] - [E:433| 200]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 14:41:29,215 - icews14_both - [INFO] - [E:433| 300]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 14:42:32,251 - icews14_both - [INFO] - [E:433| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 14:43:35,299 - icews14_both - [INFO] - [E:433| 500]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:44:38,362 - icews14_both - [INFO] - [E:433| 600]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 14:45:41,434 - icews14_both - [INFO] - [E:433| 700]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 14:46:44,479 - icews14_both - [INFO] - [E:433| 800]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both +2023-06-23 14:47:47,546 - icews14_both - [INFO] - [E:433| 900]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both +2023-06-23 14:48:31,865 - icews14_both - [INFO] - [Epoch:433]: Training Loss:0.001488 + +2023-06-23 14:48:32,079 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 14:48:45,724 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 14:48:59,149 - icews14_both - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.476, Head : 0.42584, Avg : 0.45092 + +2023-06-23 14:48:59,149 - icews14_both - [INFO] - [Epoch 433]: Training Loss: 0.0014885, Valid MRR: 0.45498, + + + +2023-06-23 14:48:59,789 - icews14_both - [INFO] - [E:434| 0]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both +2023-06-23 14:50:02,845 - icews14_both - [INFO] - [E:434| 100]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 14:51:05,892 - icews14_both - [INFO] - [E:434| 200]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 14:52:08,938 - icews14_both - [INFO] - [E:434| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:53:12,009 - icews14_both - [INFO] - [E:434| 400]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:54:15,075 - icews14_both - [INFO] - [E:434| 500]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:55:18,114 - icews14_both - [INFO] - [E:434| 600]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 14:56:21,155 - icews14_both - [INFO] - [E:434| 700]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 14:57:24,200 - icews14_both - [INFO] - [E:434| 800]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 14:58:27,257 - icews14_both - [INFO] - [E:434| 900]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 14:59:11,610 - icews14_both - [INFO] - [Epoch:434]: Training Loss:0.001489 + +2023-06-23 14:59:11,823 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 14:59:25,476 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 14:59:38,920 - icews14_both - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.47375, Head : 0.42321, Avg : 0.44848 + +2023-06-23 14:59:38,920 - icews14_both - [INFO] - [Epoch 434]: Training Loss: 0.0014885, Valid MRR: 0.45498, + + + +2023-06-23 14:59:39,560 - icews14_both - [INFO] - [E:435| 0]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-23 15:00:42,592 - icews14_both - [INFO] - [E:435| 100]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 15:01:45,646 - icews14_both - [INFO] - [E:435| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 15:02:48,702 - icews14_both - [INFO] - [E:435| 300]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 15:03:51,760 - icews14_both - [INFO] - [E:435| 400]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 15:04:54,802 - icews14_both - [INFO] - [E:435| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 15:05:57,863 - icews14_both - [INFO] - [E:435| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 15:07:00,932 - icews14_both - [INFO] - [E:435| 700]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:08:03,983 - icews14_both - [INFO] - [E:435| 800]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:09:07,031 - icews14_both - [INFO] - [E:435| 900]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:09:51,373 - icews14_both - [INFO] - [Epoch:435]: Training Loss:0.001488 + +2023-06-23 15:09:51,586 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 15:10:05,234 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 15:10:18,672 - icews14_both - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.47444, Head : 0.42333, Avg : 0.44888 + +2023-06-23 15:10:18,672 - icews14_both - [INFO] - [Epoch 435]: Training Loss: 0.0014884, Valid MRR: 0.45498, + + + +2023-06-23 15:10:19,317 - icews14_both - [INFO] - [E:436| 0]: Train Loss:0.0014793, Val MRR:0.45498, icews14_both +2023-06-23 15:11:22,377 - icews14_both - [INFO] - [E:436| 100]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 15:12:25,434 - icews14_both - [INFO] - [E:436| 200]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 15:13:28,517 - icews14_both - [INFO] - [E:436| 300]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 15:14:31,593 - icews14_both - [INFO] - [E:436| 400]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 15:15:34,647 - icews14_both - [INFO] - [E:436| 500]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 15:16:37,723 - icews14_both - [INFO] - [E:436| 600]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 15:17:40,808 - icews14_both - [INFO] - [E:436| 700]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 15:18:43,863 - icews14_both - [INFO] - [E:436| 800]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 15:19:46,911 - icews14_both - [INFO] - [E:436| 900]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 15:20:31,264 - icews14_both - [INFO] - [Epoch:436]: Training Loss:0.001488 + +2023-06-23 15:20:31,478 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 15:20:45,127 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 15:20:58,578 - icews14_both - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.47502, Head : 0.4248, Avg : 0.44991 + +2023-06-23 15:20:58,578 - icews14_both - [INFO] - [Epoch 436]: Training Loss: 0.0014884, Valid MRR: 0.45498, + + + +2023-06-23 15:20:59,228 - icews14_both - [INFO] - [E:437| 0]: Train Loss:0.0014809, Val MRR:0.45498, icews14_both +2023-06-23 15:22:02,290 - icews14_both - [INFO] - [E:437| 100]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 15:23:05,341 - icews14_both - [INFO] - [E:437| 200]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:24:08,402 - icews14_both - [INFO] - [E:437| 300]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 15:25:11,442 - icews14_both - [INFO] - [E:437| 400]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 15:26:14,511 - icews14_both - [INFO] - [E:437| 500]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 15:27:17,567 - icews14_both - [INFO] - [E:437| 600]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 15:28:20,614 - icews14_both - [INFO] - [E:437| 700]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:29:23,695 - icews14_both - [INFO] - [E:437| 800]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 15:30:26,741 - icews14_both - [INFO] - [E:437| 900]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 15:31:11,085 - icews14_both - [INFO] - [Epoch:437]: Training Loss:0.001488 + +2023-06-23 15:31:11,299 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 15:31:24,949 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 15:31:38,384 - icews14_both - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.47489, Head : 0.42754, Avg : 0.45122 + +2023-06-23 15:31:38,384 - icews14_both - [INFO] - [Epoch 437]: Training Loss: 0.0014883, Valid MRR: 0.45498, + + + +2023-06-23 15:31:39,024 - icews14_both - [INFO] - [E:438| 0]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both +2023-06-23 15:32:42,087 - icews14_both - [INFO] - [E:438| 100]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 15:33:45,166 - icews14_both - [INFO] - [E:438| 200]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 15:34:48,229 - icews14_both - [INFO] - [E:438| 300]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 15:35:51,306 - icews14_both - [INFO] - [E:438| 400]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 15:36:54,360 - icews14_both - [INFO] - [E:438| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 15:37:57,438 - icews14_both - [INFO] - [E:438| 600]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 15:39:00,489 - icews14_both - [INFO] - [E:438| 700]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 15:40:03,547 - icews14_both - [INFO] - [E:438| 800]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 15:41:06,606 - icews14_both - [INFO] - [E:438| 900]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 15:41:50,947 - icews14_both - [INFO] - [Epoch:438]: Training Loss:0.001488 + +2023-06-23 15:41:51,161 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 15:42:04,807 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 15:42:18,260 - icews14_both - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.47592, Head : 0.42468, Avg : 0.4503 + +2023-06-23 15:42:18,260 - icews14_both - [INFO] - [Epoch 438]: Training Loss: 0.0014881, Valid MRR: 0.45498, + + + +2023-06-23 15:42:18,904 - icews14_both - [INFO] - [E:439| 0]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both +2023-06-23 15:43:21,965 - icews14_both - [INFO] - [E:439| 100]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 15:44:25,075 - icews14_both - [INFO] - [E:439| 200]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 15:45:28,142 - icews14_both - [INFO] - [E:439| 300]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 15:46:31,207 - icews14_both - [INFO] - [E:439| 400]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 15:47:34,319 - icews14_both - [INFO] - [E:439| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 15:48:37,407 - icews14_both - [INFO] - [E:439| 600]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 15:49:40,482 - icews14_both - [INFO] - [E:439| 700]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:50:43,589 - icews14_both - [INFO] - [E:439| 800]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:51:46,671 - icews14_both - [INFO] - [E:439| 900]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:52:31,019 - icews14_both - [INFO] - [Epoch:439]: Training Loss:0.001488 + +2023-06-23 15:52:31,233 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 15:52:44,888 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 15:52:58,326 - icews14_both - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.47675, Head : 0.42609, Avg : 0.45142 + MR: Tail : 578.99, Head : 661.91, Avg : 620.45 + Hit-1: Tail : 0.3968, Head : 0.34603, Avg : 0.37141 + Hit-3: Tail : 0.51751, Head : 0.46552, Avg : 0.49152 + Hit-10: Tail : 0.62651, Head : 0.57879, Avg : 0.60265 +2023-06-23 15:52:58,326 - icews14_both - [INFO] - [Epoch 439]: Training Loss: 0.0014883, Valid MRR: 0.45498, + + + +2023-06-23 15:52:58,967 - icews14_both - [INFO] - [E:440| 0]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 15:54:02,069 - icews14_both - [INFO] - [E:440| 100]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:55:05,156 - icews14_both - [INFO] - [E:440| 200]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 15:56:08,245 - icews14_both - [INFO] - [E:440| 300]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 15:57:11,334 - icews14_both - [INFO] - [E:440| 400]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 15:58:14,435 - icews14_both - [INFO] - [E:440| 500]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 15:59:17,515 - icews14_both - [INFO] - [E:440| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:00:20,598 - icews14_both - [INFO] - [E:440| 700]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 16:01:23,686 - icews14_both - [INFO] - [E:440| 800]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 16:02:26,771 - icews14_both - [INFO] - [E:440| 900]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 16:03:11,105 - icews14_both - [INFO] - [Epoch:440]: Training Loss:0.001488 + +2023-06-23 16:03:11,318 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 16:03:24,977 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 16:03:38,425 - icews14_both - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.47443, Head : 0.42612, Avg : 0.45028 + +2023-06-23 16:03:38,425 - icews14_both - [INFO] - [Epoch 440]: Training Loss: 0.0014881, Valid MRR: 0.45498, + + + +2023-06-23 16:03:39,065 - icews14_both - [INFO] - [E:441| 0]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both +2023-06-23 16:04:42,145 - icews14_both - [INFO] - [E:441| 100]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 16:05:45,223 - icews14_both - [INFO] - [E:441| 200]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 16:06:48,277 - icews14_both - [INFO] - [E:441| 300]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 16:07:51,326 - icews14_both - [INFO] - [E:441| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 16:08:54,392 - icews14_both - [INFO] - [E:441| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:09:57,419 - icews14_both - [INFO] - [E:441| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:11:00,479 - icews14_both - [INFO] - [E:441| 700]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:12:03,487 - icews14_both - [INFO] - [E:441| 800]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 16:13:06,459 - icews14_both - [INFO] - [E:441| 900]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 16:13:50,763 - icews14_both - [INFO] - [Epoch:441]: Training Loss:0.001488 + +2023-06-23 16:13:50,977 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 16:14:04,613 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 16:14:18,031 - icews14_both - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.47625, Head : 0.42614, Avg : 0.4512 + +2023-06-23 16:14:18,032 - icews14_both - [INFO] - [Epoch 441]: Training Loss: 0.001488, Valid MRR: 0.45498, + + + +2023-06-23 16:14:18,669 - icews14_both - [INFO] - [E:442| 0]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both +2023-06-23 16:15:21,653 - icews14_both - [INFO] - [E:442| 100]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 16:16:24,613 - icews14_both - [INFO] - [E:442| 200]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 16:17:27,589 - icews14_both - [INFO] - [E:442| 300]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 16:18:30,573 - icews14_both - [INFO] - [E:442| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 16:19:33,556 - icews14_both - [INFO] - [E:442| 500]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 16:20:36,544 - icews14_both - [INFO] - [E:442| 600]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 16:21:39,509 - icews14_both - [INFO] - [E:442| 700]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 16:22:42,500 - icews14_both - [INFO] - [E:442| 800]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 16:23:45,474 - icews14_both - [INFO] - [E:442| 900]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 16:24:29,765 - icews14_both - [INFO] - [Epoch:442]: Training Loss:0.001488 + +2023-06-23 16:24:29,979 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 16:24:43,624 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 16:24:57,063 - icews14_both - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.47175, Head : 0.42396, Avg : 0.44786 + +2023-06-23 16:24:57,063 - icews14_both - [INFO] - [Epoch 442]: Training Loss: 0.0014881, Valid MRR: 0.45498, + + + +2023-06-23 16:24:57,705 - icews14_both - [INFO] - [E:443| 0]: Train Loss:0.0014961, Val MRR:0.45498, icews14_both +2023-06-23 16:26:00,693 - icews14_both - [INFO] - [E:443| 100]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 16:27:03,688 - icews14_both - [INFO] - [E:443| 200]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 16:28:06,658 - icews14_both - [INFO] - [E:443| 300]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 16:29:09,630 - icews14_both - [INFO] - [E:443| 400]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 16:30:12,615 - icews14_both - [INFO] - [E:443| 500]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 16:31:15,599 - icews14_both - [INFO] - [E:443| 600]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 16:32:18,574 - icews14_both - [INFO] - [E:443| 700]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 16:33:21,567 - icews14_both - [INFO] - [E:443| 800]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 16:34:24,534 - icews14_both - [INFO] - [E:443| 900]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:35:08,820 - icews14_both - [INFO] - [Epoch:443]: Training Loss:0.001488 + +2023-06-23 16:35:09,034 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 16:35:22,663 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 16:35:36,087 - icews14_both - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.47842, Head : 0.42856, Avg : 0.45349 + +2023-06-23 16:35:36,087 - icews14_both - [INFO] - [Epoch 443]: Training Loss: 0.0014881, Valid MRR: 0.45498, + + + +2023-06-23 16:35:36,725 - icews14_both - [INFO] - [E:444| 0]: Train Loss:0.0014835, Val MRR:0.45498, icews14_both +2023-06-23 16:36:39,715 - icews14_both - [INFO] - [E:444| 100]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 16:37:42,706 - icews14_both - [INFO] - [E:444| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 16:38:45,684 - icews14_both - [INFO] - [E:444| 300]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 16:39:48,653 - icews14_both - [INFO] - [E:444| 400]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 16:40:51,634 - icews14_both - [INFO] - [E:444| 500]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 16:41:54,619 - icews14_both - [INFO] - [E:444| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:42:57,594 - icews14_both - [INFO] - [E:444| 700]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 16:44:00,581 - icews14_both - [INFO] - [E:444| 800]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 16:45:03,578 - icews14_both - [INFO] - [E:444| 900]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 16:45:47,849 - icews14_both - [INFO] - [Epoch:444]: Training Loss:0.001488 + +2023-06-23 16:45:48,062 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 16:46:01,704 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 16:46:15,135 - icews14_both - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.47461, Head : 0.42496, Avg : 0.44979 + +2023-06-23 16:46:15,135 - icews14_both - [INFO] - [Epoch 444]: Training Loss: 0.0014881, Valid MRR: 0.45498, + + + +2023-06-23 16:46:15,777 - icews14_both - [INFO] - [E:445| 0]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both +2023-06-23 16:47:18,772 - icews14_both - [INFO] - [E:445| 100]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 16:48:21,752 - icews14_both - [INFO] - [E:445| 200]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 16:49:24,738 - icews14_both - [INFO] - [E:445| 300]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 16:50:27,698 - icews14_both - [INFO] - [E:445| 400]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:51:30,675 - icews14_both - [INFO] - [E:445| 500]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 16:52:33,656 - icews14_both - [INFO] - [E:445| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:53:36,652 - icews14_both - [INFO] - [E:445| 700]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:54:39,642 - icews14_both - [INFO] - [E:445| 800]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:55:42,611 - icews14_both - [INFO] - [E:445| 900]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 16:56:26,899 - icews14_both - [INFO] - [Epoch:445]: Training Loss:0.001488 + +2023-06-23 16:56:27,114 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 16:56:40,745 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 16:56:54,169 - icews14_both - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.47644, Head : 0.4272, Avg : 0.45182 + +2023-06-23 16:56:54,170 - icews14_both - [INFO] - [Epoch 445]: Training Loss: 0.001488, Valid MRR: 0.45498, + + + +2023-06-23 16:56:54,811 - icews14_both - [INFO] - [E:446| 0]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 16:57:57,793 - icews14_both - [INFO] - [E:446| 100]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-23 16:59:00,773 - icews14_both - [INFO] - [E:446| 200]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 17:00:03,751 - icews14_both - [INFO] - [E:446| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 17:01:06,727 - icews14_both - [INFO] - [E:446| 400]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 17:02:09,695 - icews14_both - [INFO] - [E:446| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 17:03:12,680 - icews14_both - [INFO] - [E:446| 600]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 17:04:15,650 - icews14_both - [INFO] - [E:446| 700]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 17:05:18,628 - icews14_both - [INFO] - [E:446| 800]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 17:06:21,586 - icews14_both - [INFO] - [E:446| 900]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 17:07:05,854 - icews14_both - [INFO] - [Epoch:446]: Training Loss:0.001488 + +2023-06-23 17:07:06,068 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 17:07:19,714 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 17:07:33,135 - icews14_both - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.47553, Head : 0.42416, Avg : 0.44984 + +2023-06-23 17:07:33,135 - icews14_both - [INFO] - [Epoch 446]: Training Loss: 0.0014879, Valid MRR: 0.45498, + + + +2023-06-23 17:07:33,776 - icews14_both - [INFO] - [E:447| 0]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both +2023-06-23 17:08:36,771 - icews14_both - [INFO] - [E:447| 100]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both +2023-06-23 17:09:39,734 - icews14_both - [INFO] - [E:447| 200]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 17:10:42,712 - icews14_both - [INFO] - [E:447| 300]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 17:11:45,684 - icews14_both - [INFO] - [E:447| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 17:12:48,651 - icews14_both - [INFO] - [E:447| 500]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 17:13:51,616 - icews14_both - [INFO] - [E:447| 600]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 17:14:54,585 - icews14_both - [INFO] - [E:447| 700]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 17:15:57,551 - icews14_both - [INFO] - [E:447| 800]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 17:17:00,527 - icews14_both - [INFO] - [E:447| 900]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 17:17:44,814 - icews14_both - [INFO] - [Epoch:447]: Training Loss:0.001488 + +2023-06-23 17:17:45,028 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 17:17:58,655 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 17:18:12,067 - icews14_both - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.47306, Head : 0.42516, Avg : 0.44911 + +2023-06-23 17:18:12,067 - icews14_both - [INFO] - [Epoch 447]: Training Loss: 0.0014877, Valid MRR: 0.45498, + + + +2023-06-23 17:18:12,708 - icews14_both - [INFO] - [E:448| 0]: Train Loss:0.0015027, Val MRR:0.45498, icews14_both +2023-06-23 17:19:15,670 - icews14_both - [INFO] - [E:448| 100]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 17:20:18,629 - icews14_both - [INFO] - [E:448| 200]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 17:21:21,609 - icews14_both - [INFO] - [E:448| 300]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 17:22:24,578 - icews14_both - [INFO] - [E:448| 400]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 17:23:27,540 - icews14_both - [INFO] - [E:448| 500]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 17:24:30,509 - icews14_both - [INFO] - [E:448| 600]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 17:25:33,469 - icews14_both - [INFO] - [E:448| 700]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 17:26:36,436 - icews14_both - [INFO] - [E:448| 800]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 17:27:39,400 - icews14_both - [INFO] - [E:448| 900]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 17:28:23,669 - icews14_both - [INFO] - [Epoch:448]: Training Loss:0.001488 + +2023-06-23 17:28:23,883 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 17:28:37,525 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 17:28:50,940 - icews14_both - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.47569, Head : 0.42453, Avg : 0.45011 + +2023-06-23 17:28:50,940 - icews14_both - [INFO] - [Epoch 448]: Training Loss: 0.0014877, Valid MRR: 0.45498, + + + +2023-06-23 17:28:51,581 - icews14_both - [INFO] - [E:449| 0]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 17:29:54,558 - icews14_both - [INFO] - [E:449| 100]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 17:30:57,515 - icews14_both - [INFO] - [E:449| 200]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 17:32:00,533 - icews14_both - [INFO] - [E:449| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 17:33:03,544 - icews14_both - [INFO] - [E:449| 400]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 17:34:06,554 - icews14_both - [INFO] - [E:449| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 17:35:09,553 - icews14_both - [INFO] - [E:449| 600]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 17:36:12,573 - icews14_both - [INFO] - [E:449| 700]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 17:37:15,584 - icews14_both - [INFO] - [E:449| 800]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both +2023-06-23 17:38:18,617 - icews14_both - [INFO] - [E:449| 900]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both +2023-06-23 17:39:02,932 - icews14_both - [INFO] - [Epoch:449]: Training Loss:0.001488 + +2023-06-23 17:39:03,145 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 17:39:16,796 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 17:39:30,232 - icews14_both - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.47403, Head : 0.4227, Avg : 0.44837 + MR: Tail : 570.12, Head : 653.47, Avg : 611.8 + Hit-1: Tail : 0.39461, Head : 0.34249, Avg : 0.36855 + Hit-3: Tail : 0.51556, Head : 0.46198, Avg : 0.48877 + Hit-10: Tail : 0.62285, Head : 0.57403, Avg : 0.59844 +2023-06-23 17:39:30,232 - icews14_both - [INFO] - [Epoch 449]: Training Loss: 0.0014878, Valid MRR: 0.45498, + + + +2023-06-23 17:39:30,873 - icews14_both - [INFO] - [E:450| 0]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 17:40:33,899 - icews14_both - [INFO] - [E:450| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 17:41:36,937 - icews14_both - [INFO] - [E:450| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 17:42:39,980 - icews14_both - [INFO] - [E:450| 300]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 17:43:43,012 - icews14_both - [INFO] - [E:450| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 17:44:46,037 - icews14_both - [INFO] - [E:450| 500]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 17:45:49,043 - icews14_both - [INFO] - [E:450| 600]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 17:46:52,085 - icews14_both - [INFO] - [E:450| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 17:47:55,135 - icews14_both - [INFO] - [E:450| 800]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 17:48:58,149 - icews14_both - [INFO] - [E:450| 900]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 17:49:42,457 - icews14_both - [INFO] - [Epoch:450]: Training Loss:0.001488 + +2023-06-23 17:49:42,671 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 17:49:56,332 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 17:50:09,765 - icews14_both - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.47466, Head : 0.42402, Avg : 0.44934 + +2023-06-23 17:50:09,765 - icews14_both - [INFO] - [Epoch 450]: Training Loss: 0.0014876, Valid MRR: 0.45498, + + + +2023-06-23 17:50:10,407 - icews14_both - [INFO] - [E:451| 0]: Train Loss:0.0014822, Val MRR:0.45498, icews14_both +2023-06-23 17:51:13,435 - icews14_both - [INFO] - [E:451| 100]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 17:52:16,466 - icews14_both - [INFO] - [E:451| 200]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 17:53:19,491 - icews14_both - [INFO] - [E:451| 300]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 17:54:22,529 - icews14_both - [INFO] - [E:451| 400]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 17:55:25,552 - icews14_both - [INFO] - [E:451| 500]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 17:56:28,569 - icews14_both - [INFO] - [E:451| 600]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 17:57:31,601 - icews14_both - [INFO] - [E:451| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 17:58:34,625 - icews14_both - [INFO] - [E:451| 800]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 17:59:37,652 - icews14_both - [INFO] - [E:451| 900]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 18:00:21,978 - icews14_both - [INFO] - [Epoch:451]: Training Loss:0.001488 + +2023-06-23 18:00:22,192 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 18:00:35,840 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 18:00:49,274 - icews14_both - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.47646, Head : 0.4252, Avg : 0.45083 + +2023-06-23 18:00:49,274 - icews14_both - [INFO] - [Epoch 451]: Training Loss: 0.0014876, Valid MRR: 0.45498, + + + +2023-06-23 18:00:49,916 - icews14_both - [INFO] - [E:452| 0]: Train Loss:0.0014839, Val MRR:0.45498, icews14_both +2023-06-23 18:01:52,966 - icews14_both - [INFO] - [E:452| 100]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 18:02:56,004 - icews14_both - [INFO] - [E:452| 200]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 18:03:59,045 - icews14_both - [INFO] - [E:452| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 18:05:02,080 - icews14_both - [INFO] - [E:452| 400]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 18:06:05,127 - icews14_both - [INFO] - [E:452| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 18:07:08,172 - icews14_both - [INFO] - [E:452| 600]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 18:08:11,217 - icews14_both - [INFO] - [E:452| 700]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:09:14,248 - icews14_both - [INFO] - [E:452| 800]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 18:10:17,298 - icews14_both - [INFO] - [E:452| 900]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 18:11:01,608 - icews14_both - [INFO] - [Epoch:452]: Training Loss:0.001488 + +2023-06-23 18:11:01,821 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 18:11:15,475 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 18:11:28,913 - icews14_both - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.47469, Head : 0.42471, Avg : 0.4497 + +2023-06-23 18:11:28,913 - icews14_both - [INFO] - [Epoch 452]: Training Loss: 0.0014876, Valid MRR: 0.45498, + + + +2023-06-23 18:11:29,553 - icews14_both - [INFO] - [E:453| 0]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both +2023-06-23 18:12:32,598 - icews14_both - [INFO] - [E:453| 100]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 18:13:35,629 - icews14_both - [INFO] - [E:453| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:14:38,655 - icews14_both - [INFO] - [E:453| 300]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:15:41,686 - icews14_both - [INFO] - [E:453| 400]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 18:16:44,710 - icews14_both - [INFO] - [E:453| 500]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 18:17:47,729 - icews14_both - [INFO] - [E:453| 600]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:18:50,758 - icews14_both - [INFO] - [E:453| 700]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 18:19:53,765 - icews14_both - [INFO] - [E:453| 800]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 18:20:56,791 - icews14_both - [INFO] - [E:453| 900]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 18:21:41,116 - icews14_both - [INFO] - [Epoch:453]: Training Loss:0.001488 + +2023-06-23 18:21:41,329 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 18:21:54,967 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 18:22:08,385 - icews14_both - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.4754, Head : 0.42511, Avg : 0.45025 + +2023-06-23 18:22:08,385 - icews14_both - [INFO] - [Epoch 453]: Training Loss: 0.0014876, Valid MRR: 0.45498, + + + +2023-06-23 18:22:09,026 - icews14_both - [INFO] - [E:454| 0]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both +2023-06-23 18:23:11,986 - icews14_both - [INFO] - [E:454| 100]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 18:24:15,518 - icews14_both - [INFO] - [E:454| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:25:18,387 - icews14_both - [INFO] - [E:454| 300]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 18:26:21,264 - icews14_both - [INFO] - [E:454| 400]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 18:27:24,059 - icews14_both - [INFO] - [E:454| 500]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 18:28:26,830 - icews14_both - [INFO] - [E:454| 600]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 18:29:29,610 - icews14_both - [INFO] - [E:454| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 18:30:32,375 - icews14_both - [INFO] - [E:454| 800]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 18:31:35,128 - icews14_both - [INFO] - [E:454| 900]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 18:32:19,286 - icews14_both - [INFO] - [Epoch:454]: Training Loss:0.001488 + +2023-06-23 18:32:19,499 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 18:32:33,089 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 18:32:46,469 - icews14_both - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.47317, Head : 0.42179, Avg : 0.44748 + +2023-06-23 18:32:46,469 - icews14_both - [INFO] - [Epoch 454]: Training Loss: 0.0014876, Valid MRR: 0.45498, + + + +2023-06-23 18:32:47,111 - icews14_both - [INFO] - [E:455| 0]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 18:33:49,884 - icews14_both - [INFO] - [E:455| 100]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-23 18:34:52,658 - icews14_both - [INFO] - [E:455| 200]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 18:35:55,409 - icews14_both - [INFO] - [E:455| 300]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 18:36:58,205 - icews14_both - [INFO] - [E:455| 400]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 18:38:00,981 - icews14_both - [INFO] - [E:455| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 18:39:03,717 - icews14_both - [INFO] - [E:455| 600]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 18:40:06,436 - icews14_both - [INFO] - [E:455| 700]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 18:41:09,143 - icews14_both - [INFO] - [E:455| 800]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 18:42:11,876 - icews14_both - [INFO] - [E:455| 900]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 18:42:56,004 - icews14_both - [INFO] - [Epoch:455]: Training Loss:0.001488 + +2023-06-23 18:42:56,217 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 18:43:09,805 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 18:43:23,184 - icews14_both - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.47244, Head : 0.42428, Avg : 0.44836 + +2023-06-23 18:43:23,184 - icews14_both - [INFO] - [Epoch 455]: Training Loss: 0.0014875, Valid MRR: 0.45498, + + + +2023-06-23 18:43:23,822 - icews14_both - [INFO] - [E:456| 0]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both +2023-06-23 18:44:26,548 - icews14_both - [INFO] - [E:456| 100]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:45:29,278 - icews14_both - [INFO] - [E:456| 200]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 18:46:32,020 - icews14_both - [INFO] - [E:456| 300]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:47:34,778 - icews14_both - [INFO] - [E:456| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:48:37,518 - icews14_both - [INFO] - [E:456| 500]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:49:40,255 - icews14_both - [INFO] - [E:456| 600]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 18:50:43,004 - icews14_both - [INFO] - [E:456| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 18:51:45,757 - icews14_both - [INFO] - [E:456| 800]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 18:52:48,505 - icews14_both - [INFO] - [E:456| 900]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 18:53:32,612 - icews14_both - [INFO] - [Epoch:456]: Training Loss:0.001488 + +2023-06-23 18:53:32,824 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 18:53:46,415 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 18:53:59,789 - icews14_both - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.47456, Head : 0.42599, Avg : 0.45028 + +2023-06-23 18:53:59,789 - icews14_both - [INFO] - [Epoch 456]: Training Loss: 0.0014875, Valid MRR: 0.45498, + + + +2023-06-23 18:54:00,425 - icews14_both - [INFO] - [E:457| 0]: Train Loss:0.0015043, Val MRR:0.45498, icews14_both +2023-06-23 18:55:03,162 - icews14_both - [INFO] - [E:457| 100]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 18:56:05,872 - icews14_both - [INFO] - [E:457| 200]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 18:57:08,595 - icews14_both - [INFO] - [E:457| 300]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 18:58:11,330 - icews14_both - [INFO] - [E:457| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 18:59:14,056 - icews14_both - [INFO] - [E:457| 500]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both +2023-06-23 19:00:16,774 - icews14_both - [INFO] - [E:457| 600]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 19:01:19,492 - icews14_both - [INFO] - [E:457| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 19:02:22,213 - icews14_both - [INFO] - [E:457| 800]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 19:03:24,969 - icews14_both - [INFO] - [E:457| 900]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 19:04:09,072 - icews14_both - [INFO] - [Epoch:457]: Training Loss:0.001488 + +2023-06-23 19:04:09,285 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 19:04:22,875 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 19:04:36,244 - icews14_both - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.47739, Head : 0.42522, Avg : 0.45131 + +2023-06-23 19:04:36,244 - icews14_both - [INFO] - [Epoch 457]: Training Loss: 0.0014876, Valid MRR: 0.45498, + + + +2023-06-23 19:04:36,880 - icews14_both - [INFO] - [E:458| 0]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-23 19:05:39,612 - icews14_both - [INFO] - [E:458| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 19:06:42,351 - icews14_both - [INFO] - [E:458| 200]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 19:07:45,089 - icews14_both - [INFO] - [E:458| 300]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 19:08:47,796 - icews14_both - [INFO] - [E:458| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 19:09:50,523 - icews14_both - [INFO] - [E:458| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 19:10:53,270 - icews14_both - [INFO] - [E:458| 600]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 19:11:56,000 - icews14_both - [INFO] - [E:458| 700]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 19:12:58,732 - icews14_both - [INFO] - [E:458| 800]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 19:14:01,456 - icews14_both - [INFO] - [E:458| 900]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 19:14:45,548 - icews14_both - [INFO] - [Epoch:458]: Training Loss:0.001487 + +2023-06-23 19:14:45,760 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 19:14:59,360 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 19:15:12,737 - icews14_both - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.47671, Head : 0.42472, Avg : 0.45071 + +2023-06-23 19:15:12,737 - icews14_both - [INFO] - [Epoch 458]: Training Loss: 0.0014873, Valid MRR: 0.45498, + + + +2023-06-23 19:15:13,374 - icews14_both - [INFO] - [E:459| 0]: Train Loss:0.001491, Val MRR:0.45498, icews14_both +2023-06-23 19:16:16,135 - icews14_both - [INFO] - [E:459| 100]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both +2023-06-23 19:17:18,863 - icews14_both - [INFO] - [E:459| 200]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-23 19:18:21,630 - icews14_both - [INFO] - [E:459| 300]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 19:19:24,354 - icews14_both - [INFO] - [E:459| 400]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 19:20:27,077 - icews14_both - [INFO] - [E:459| 500]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 19:21:29,826 - icews14_both - [INFO] - [E:459| 600]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both +2023-06-23 19:22:32,547 - icews14_both - [INFO] - [E:459| 700]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 19:23:35,297 - icews14_both - [INFO] - [E:459| 800]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both +2023-06-23 19:24:38,024 - icews14_both - [INFO] - [E:459| 900]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 19:25:22,125 - icews14_both - [INFO] - [Epoch:459]: Training Loss:0.001487 + +2023-06-23 19:25:22,337 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 19:25:35,928 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 19:25:49,298 - icews14_both - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.47595, Head : 0.42253, Avg : 0.44924 + MR: Tail : 583.37, Head : 654.8, Avg : 619.08 + Hit-1: Tail : 0.39753, Head : 0.34493, Avg : 0.37123 + Hit-3: Tail : 0.51751, Head : 0.45868, Avg : 0.4881 + Hit-10: Tail : 0.62016, Head : 0.57195, Avg : 0.59606 +2023-06-23 19:25:49,298 - icews14_both - [INFO] - [Epoch 459]: Training Loss: 0.0014875, Valid MRR: 0.45498, + + + +2023-06-23 19:25:49,934 - icews14_both - [INFO] - [E:460| 0]: Train Loss:0.001484, Val MRR:0.45498, icews14_both +2023-06-23 19:26:52,668 - icews14_both - [INFO] - [E:460| 100]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 19:27:55,378 - icews14_both - [INFO] - [E:460| 200]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 19:28:58,110 - icews14_both - [INFO] - [E:460| 300]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 19:30:00,830 - icews14_both - [INFO] - [E:460| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 19:31:03,550 - icews14_both - [INFO] - [E:460| 500]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 19:32:06,261 - icews14_both - [INFO] - [E:460| 600]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 19:33:09,003 - icews14_both - [INFO] - [E:460| 700]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 19:34:11,762 - icews14_both - [INFO] - [E:460| 800]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 19:35:14,485 - icews14_both - [INFO] - [E:460| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 19:35:58,598 - icews14_both - [INFO] - [Epoch:460]: Training Loss:0.001487 + +2023-06-23 19:35:58,810 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 19:36:12,408 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 19:36:25,790 - icews14_both - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.47603, Head : 0.4273, Avg : 0.45166 + +2023-06-23 19:36:25,790 - icews14_both - [INFO] - [Epoch 460]: Training Loss: 0.0014872, Valid MRR: 0.45498, + + + +2023-06-23 19:36:26,429 - icews14_both - [INFO] - [E:461| 0]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both +2023-06-23 19:37:29,152 - icews14_both - [INFO] - [E:461| 100]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 19:38:31,867 - icews14_both - [INFO] - [E:461| 200]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 19:39:34,577 - icews14_both - [INFO] - [E:461| 300]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 19:40:37,321 - icews14_both - [INFO] - [E:461| 400]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 19:41:40,073 - icews14_both - [INFO] - [E:461| 500]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 19:42:42,804 - icews14_both - [INFO] - [E:461| 600]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both +2023-06-23 19:43:45,533 - icews14_both - [INFO] - [E:461| 700]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 19:44:48,267 - icews14_both - [INFO] - [E:461| 800]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 19:45:51,003 - icews14_both - [INFO] - [E:461| 900]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 19:46:35,118 - icews14_both - [INFO] - [Epoch:461]: Training Loss:0.001487 + +2023-06-23 19:46:35,331 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 19:46:48,918 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 19:47:02,296 - icews14_both - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.47515, Head : 0.42735, Avg : 0.45125 + +2023-06-23 19:47:02,296 - icews14_both - [INFO] - [Epoch 461]: Training Loss: 0.0014872, Valid MRR: 0.45498, + + + +2023-06-23 19:47:02,938 - icews14_both - [INFO] - [E:462| 0]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both +2023-06-23 19:48:05,683 - icews14_both - [INFO] - [E:462| 100]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 19:49:08,414 - icews14_both - [INFO] - [E:462| 200]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 19:50:11,158 - icews14_both - [INFO] - [E:462| 300]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 19:51:13,881 - icews14_both - [INFO] - [E:462| 400]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 19:52:16,629 - icews14_both - [INFO] - [E:462| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 19:53:19,381 - icews14_both - [INFO] - [E:462| 600]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 19:54:22,124 - icews14_both - [INFO] - [E:462| 700]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 19:55:24,875 - icews14_both - [INFO] - [E:462| 800]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 19:56:27,621 - icews14_both - [INFO] - [E:462| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 19:57:11,722 - icews14_both - [INFO] - [Epoch:462]: Training Loss:0.001487 + +2023-06-23 19:57:11,936 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 19:57:26,742 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 19:57:40,120 - icews14_both - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.475, Head : 0.42678, Avg : 0.45089 + +2023-06-23 19:57:40,120 - icews14_both - [INFO] - [Epoch 462]: Training Loss: 0.0014871, Valid MRR: 0.45498, + + + +2023-06-23 19:57:40,756 - icews14_both - [INFO] - [E:463| 0]: Train Loss:0.0014802, Val MRR:0.45498, icews14_both +2023-06-23 19:58:43,485 - icews14_both - [INFO] - [E:463| 100]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 19:59:46,223 - icews14_both - [INFO] - [E:463| 200]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 20:00:48,954 - icews14_both - [INFO] - [E:463| 300]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 20:01:51,692 - icews14_both - [INFO] - [E:463| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 20:02:54,411 - icews14_both - [INFO] - [E:463| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 20:03:57,154 - icews14_both - [INFO] - [E:463| 600]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 20:04:59,900 - icews14_both - [INFO] - [E:463| 700]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 20:06:02,635 - icews14_both - [INFO] - [E:463| 800]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 20:07:05,378 - icews14_both - [INFO] - [E:463| 900]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 20:07:49,484 - icews14_both - [INFO] - [Epoch:463]: Training Loss:0.001487 + +2023-06-23 20:07:49,697 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 20:08:03,276 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 20:08:16,651 - icews14_both - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.47446, Head : 0.42346, Avg : 0.44896 + +2023-06-23 20:08:16,651 - icews14_both - [INFO] - [Epoch 463]: Training Loss: 0.001487, Valid MRR: 0.45498, + + + +2023-06-23 20:08:17,290 - icews14_both - [INFO] - [E:464| 0]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both +2023-06-23 20:09:20,022 - icews14_both - [INFO] - [E:464| 100]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 20:10:22,733 - icews14_both - [INFO] - [E:464| 200]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 20:11:25,478 - icews14_both - [INFO] - [E:464| 300]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 20:12:28,209 - icews14_both - [INFO] - [E:464| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 20:13:30,923 - icews14_both - [INFO] - [E:464| 500]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 20:14:33,651 - icews14_both - [INFO] - [E:464| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 20:15:36,419 - icews14_both - [INFO] - [E:464| 700]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 20:16:39,155 - icews14_both - [INFO] - [E:464| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 20:17:41,897 - icews14_both - [INFO] - [E:464| 900]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 20:18:25,996 - icews14_both - [INFO] - [Epoch:464]: Training Loss:0.001487 + +2023-06-23 20:18:26,209 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 20:18:39,819 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 20:18:53,199 - icews14_both - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.47535, Head : 0.42364, Avg : 0.44949 + +2023-06-23 20:18:53,200 - icews14_both - [INFO] - [Epoch 464]: Training Loss: 0.0014871, Valid MRR: 0.45498, + + + +2023-06-23 20:18:53,837 - icews14_both - [INFO] - [E:465| 0]: Train Loss:0.0014976, Val MRR:0.45498, icews14_both +2023-06-23 20:19:56,582 - icews14_both - [INFO] - [E:465| 100]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 20:20:59,339 - icews14_both - [INFO] - [E:465| 200]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 20:22:02,089 - icews14_both - [INFO] - [E:465| 300]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 20:23:04,831 - icews14_both - [INFO] - [E:465| 400]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 20:24:07,577 - icews14_both - [INFO] - [E:465| 500]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 20:25:10,304 - icews14_both - [INFO] - [E:465| 600]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 20:26:13,034 - icews14_both - [INFO] - [E:465| 700]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 20:27:15,769 - icews14_both - [INFO] - [E:465| 800]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 20:28:18,494 - icews14_both - [INFO] - [E:465| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 20:29:02,615 - icews14_both - [INFO] - [Epoch:465]: Training Loss:0.001487 + +2023-06-23 20:29:02,827 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 20:29:16,403 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 20:29:29,782 - icews14_both - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.47484, Head : 0.42454, Avg : 0.44969 + +2023-06-23 20:29:29,782 - icews14_both - [INFO] - [Epoch 465]: Training Loss: 0.0014871, Valid MRR: 0.45498, + + + +2023-06-23 20:29:30,420 - icews14_both - [INFO] - [E:466| 0]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both +2023-06-23 20:30:33,139 - icews14_both - [INFO] - [E:466| 100]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 20:31:35,882 - icews14_both - [INFO] - [E:466| 200]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 20:32:38,592 - icews14_both - [INFO] - [E:466| 300]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 20:33:41,431 - icews14_both - [INFO] - [E:466| 400]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 20:34:44,329 - icews14_both - [INFO] - [E:466| 500]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 20:35:47,209 - icews14_both - [INFO] - [E:466| 600]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 20:36:50,101 - icews14_both - [INFO] - [E:466| 700]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 20:37:52,969 - icews14_both - [INFO] - [E:466| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 20:38:55,844 - icews14_both - [INFO] - [E:466| 900]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 20:39:40,037 - icews14_both - [INFO] - [Epoch:466]: Training Loss:0.001487 + +2023-06-23 20:39:40,249 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 20:39:53,862 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 20:40:07,253 - icews14_both - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.47486, Head : 0.42548, Avg : 0.45017 + +2023-06-23 20:40:07,253 - icews14_both - [INFO] - [Epoch 466]: Training Loss: 0.001487, Valid MRR: 0.45498, + + + +2023-06-23 20:40:07,890 - icews14_both - [INFO] - [E:467| 0]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both +2023-06-23 20:41:10,777 - icews14_both - [INFO] - [E:467| 100]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-23 20:42:13,643 - icews14_both - [INFO] - [E:467| 200]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 20:43:16,549 - icews14_both - [INFO] - [E:467| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 20:44:19,437 - icews14_both - [INFO] - [E:467| 400]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 20:45:22,334 - icews14_both - [INFO] - [E:467| 500]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 20:46:25,222 - icews14_both - [INFO] - [E:467| 600]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 20:47:28,128 - icews14_both - [INFO] - [E:467| 700]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 20:48:31,014 - icews14_both - [INFO] - [E:467| 800]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 20:49:33,907 - icews14_both - [INFO] - [E:467| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 20:50:18,132 - icews14_both - [INFO] - [Epoch:467]: Training Loss:0.001487 + +2023-06-23 20:50:18,345 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 20:50:31,944 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 20:50:45,343 - icews14_both - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.47271, Head : 0.42612, Avg : 0.44942 + +2023-06-23 20:50:45,343 - icews14_both - [INFO] - [Epoch 467]: Training Loss: 0.0014871, Valid MRR: 0.45498, + + + +2023-06-23 20:50:45,990 - icews14_both - [INFO] - [E:468| 0]: Train Loss:0.0014821, Val MRR:0.45498, icews14_both +2023-06-23 20:51:48,862 - icews14_both - [INFO] - [E:468| 100]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 20:52:51,747 - icews14_both - [INFO] - [E:468| 200]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 20:53:54,607 - icews14_both - [INFO] - [E:468| 300]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 20:54:57,493 - icews14_both - [INFO] - [E:468| 400]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 20:56:00,389 - icews14_both - [INFO] - [E:468| 500]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 20:57:03,288 - icews14_both - [INFO] - [E:468| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 20:58:06,149 - icews14_both - [INFO] - [E:468| 700]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 20:59:08,990 - icews14_both - [INFO] - [E:468| 800]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 21:00:11,846 - icews14_both - [INFO] - [E:468| 900]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 21:00:56,060 - icews14_both - [INFO] - [Epoch:468]: Training Loss:0.001487 + +2023-06-23 21:00:56,274 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 21:01:09,888 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 21:01:23,276 - icews14_both - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.47127, Head : 0.42405, Avg : 0.44766 + +2023-06-23 21:01:23,277 - icews14_both - [INFO] - [Epoch 468]: Training Loss: 0.0014867, Valid MRR: 0.45498, + + + +2023-06-23 21:01:23,915 - icews14_both - [INFO] - [E:469| 0]: Train Loss:0.0014803, Val MRR:0.45498, icews14_both +2023-06-23 21:02:26,769 - icews14_both - [INFO] - [E:469| 100]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-23 21:03:29,671 - icews14_both - [INFO] - [E:469| 200]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:04:32,560 - icews14_both - [INFO] - [E:469| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 21:05:35,436 - icews14_both - [INFO] - [E:469| 400]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 21:06:38,327 - icews14_both - [INFO] - [E:469| 500]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:07:41,204 - icews14_both - [INFO] - [E:469| 600]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:08:44,082 - icews14_both - [INFO] - [E:469| 700]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 21:09:46,904 - icews14_both - [INFO] - [E:469| 800]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 21:10:49,655 - icews14_both - [INFO] - [E:469| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 21:11:33,792 - icews14_both - [INFO] - [Epoch:469]: Training Loss:0.001487 + +2023-06-23 21:11:34,004 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 21:11:47,594 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 21:12:00,978 - icews14_both - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.47169, Head : 0.42381, Avg : 0.44775 + MR: Tail : 588.83, Head : 643.32, Avg : 616.08 + Hit-1: Tail : 0.3918, Head : 0.34517, Avg : 0.36849 + Hit-3: Tail : 0.5152, Head : 0.46137, Avg : 0.48828 + Hit-10: Tail : 0.62004, Head : 0.57195, Avg : 0.596 +2023-06-23 21:12:00,978 - icews14_both - [INFO] - [Epoch 469]: Training Loss: 0.0014871, Valid MRR: 0.45498, + + + +2023-06-23 21:12:01,615 - icews14_both - [INFO] - [E:470| 0]: Train Loss:0.0014828, Val MRR:0.45498, icews14_both +2023-06-23 21:13:04,383 - icews14_both - [INFO] - [E:470| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 21:14:07,135 - icews14_both - [INFO] - [E:470| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 21:15:09,864 - icews14_both - [INFO] - [E:470| 300]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 21:16:12,634 - icews14_both - [INFO] - [E:470| 400]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 21:17:15,387 - icews14_both - [INFO] - [E:470| 500]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 21:18:18,150 - icews14_both - [INFO] - [E:470| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 21:19:20,901 - icews14_both - [INFO] - [E:470| 700]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 21:20:23,684 - icews14_both - [INFO] - [E:470| 800]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 21:21:26,454 - icews14_both - [INFO] - [E:470| 900]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 21:22:10,573 - icews14_both - [INFO] - [Epoch:470]: Training Loss:0.001487 + +2023-06-23 21:22:10,786 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 21:22:24,393 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 21:22:37,767 - icews14_both - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.47379, Head : 0.42512, Avg : 0.44945 + +2023-06-23 21:22:37,767 - icews14_both - [INFO] - [Epoch 470]: Training Loss: 0.001487, Valid MRR: 0.45498, + + + +2023-06-23 21:22:38,408 - icews14_both - [INFO] - [E:471| 0]: Train Loss:0.0014966, Val MRR:0.45498, icews14_both +2023-06-23 21:23:41,153 - icews14_both - [INFO] - [E:471| 100]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both +2023-06-23 21:24:43,915 - icews14_both - [INFO] - [E:471| 200]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 21:25:46,660 - icews14_both - [INFO] - [E:471| 300]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:26:49,424 - icews14_both - [INFO] - [E:471| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:27:52,169 - icews14_both - [INFO] - [E:471| 500]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:28:54,939 - icews14_both - [INFO] - [E:471| 600]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 21:29:57,817 - icews14_both - [INFO] - [E:471| 700]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:31:00,704 - icews14_both - [INFO] - [E:471| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:32:03,606 - icews14_both - [INFO] - [E:471| 900]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:32:47,822 - icews14_both - [INFO] - [Epoch:471]: Training Loss:0.001487 + +2023-06-23 21:32:48,035 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 21:33:01,638 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 21:33:15,027 - icews14_both - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.47399, Head : 0.42427, Avg : 0.44913 + +2023-06-23 21:33:15,027 - icews14_both - [INFO] - [Epoch 471]: Training Loss: 0.0014868, Valid MRR: 0.45498, + + + +2023-06-23 21:33:15,666 - icews14_both - [INFO] - [E:472| 0]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 21:34:18,560 - icews14_both - [INFO] - [E:472| 100]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 21:35:21,430 - icews14_both - [INFO] - [E:472| 200]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-23 21:36:24,318 - icews14_both - [INFO] - [E:472| 300]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-23 21:37:27,183 - icews14_both - [INFO] - [E:472| 400]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-23 21:38:30,056 - icews14_both - [INFO] - [E:472| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 21:39:32,929 - icews14_both - [INFO] - [E:472| 600]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 21:40:35,794 - icews14_both - [INFO] - [E:472| 700]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 21:41:38,658 - icews14_both - [INFO] - [E:472| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:42:41,537 - icews14_both - [INFO] - [E:472| 900]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:43:25,736 - icews14_both - [INFO] - [Epoch:472]: Training Loss:0.001487 + +2023-06-23 21:43:25,949 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 21:43:39,565 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 21:43:52,953 - icews14_both - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.47295, Head : 0.42582, Avg : 0.44939 + +2023-06-23 21:43:52,953 - icews14_both - [INFO] - [Epoch 472]: Training Loss: 0.0014868, Valid MRR: 0.45498, + + + +2023-06-23 21:43:53,597 - icews14_both - [INFO] - [E:473| 0]: Train Loss:0.0014826, Val MRR:0.45498, icews14_both +2023-06-23 21:44:56,482 - icews14_both - [INFO] - [E:473| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 21:45:59,348 - icews14_both - [INFO] - [E:473| 200]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 21:47:02,224 - icews14_both - [INFO] - [E:473| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 21:48:05,101 - icews14_both - [INFO] - [E:473| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 21:49:07,992 - icews14_both - [INFO] - [E:473| 500]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 21:50:10,877 - icews14_both - [INFO] - [E:473| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 21:51:13,750 - icews14_both - [INFO] - [E:473| 700]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 21:52:16,680 - icews14_both - [INFO] - [E:473| 800]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 21:53:19,540 - icews14_both - [INFO] - [E:473| 900]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 21:54:03,780 - icews14_both - [INFO] - [Epoch:473]: Training Loss:0.001487 + +2023-06-23 21:54:03,993 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 21:54:17,599 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 21:54:30,989 - icews14_both - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.47033, Head : 0.42036, Avg : 0.44535 + +2023-06-23 21:54:30,989 - icews14_both - [INFO] - [Epoch 473]: Training Loss: 0.0014866, Valid MRR: 0.45498, + + + +2023-06-23 21:54:31,632 - icews14_both - [INFO] - [E:474| 0]: Train Loss:0.0014798, Val MRR:0.45498, icews14_both +2023-06-23 21:55:34,501 - icews14_both - [INFO] - [E:474| 100]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 21:56:37,392 - icews14_both - [INFO] - [E:474| 200]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-23 21:57:40,253 - icews14_both - [INFO] - [E:474| 300]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 21:58:43,132 - icews14_both - [INFO] - [E:474| 400]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 21:59:46,010 - icews14_both - [INFO] - [E:474| 500]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 22:00:48,892 - icews14_both - [INFO] - [E:474| 600]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 22:01:51,785 - icews14_both - [INFO] - [E:474| 700]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 22:02:54,670 - icews14_both - [INFO] - [E:474| 800]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 22:03:57,562 - icews14_both - [INFO] - [E:474| 900]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 22:04:41,778 - icews14_both - [INFO] - [Epoch:474]: Training Loss:0.001487 + +2023-06-23 22:04:41,991 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 22:04:55,602 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 22:05:08,986 - icews14_both - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.47258, Head : 0.4257, Avg : 0.44914 + +2023-06-23 22:05:08,986 - icews14_both - [INFO] - [Epoch 474]: Training Loss: 0.0014866, Valid MRR: 0.45498, + + + +2023-06-23 22:05:09,625 - icews14_both - [INFO] - [E:475| 0]: Train Loss:0.0015021, Val MRR:0.45498, icews14_both +2023-06-23 22:06:12,502 - icews14_both - [INFO] - [E:475| 100]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both +2023-06-23 22:07:15,406 - icews14_both - [INFO] - [E:475| 200]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 22:08:18,286 - icews14_both - [INFO] - [E:475| 300]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 22:09:21,159 - icews14_both - [INFO] - [E:475| 400]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 22:10:24,047 - icews14_both - [INFO] - [E:475| 500]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 22:11:26,918 - icews14_both - [INFO] - [E:475| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 22:12:29,800 - icews14_both - [INFO] - [E:475| 700]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 22:13:32,663 - icews14_both - [INFO] - [E:475| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 22:14:35,554 - icews14_both - [INFO] - [E:475| 900]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 22:15:19,750 - icews14_both - [INFO] - [Epoch:475]: Training Loss:0.001487 + +2023-06-23 22:15:19,962 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 22:15:33,563 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 22:15:46,949 - icews14_both - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.47236, Head : 0.42338, Avg : 0.44787 + +2023-06-23 22:15:46,949 - icews14_both - [INFO] - [Epoch 475]: Training Loss: 0.0014868, Valid MRR: 0.45498, + + + +2023-06-23 22:15:47,587 - icews14_both - [INFO] - [E:476| 0]: Train Loss:0.0014791, Val MRR:0.45498, icews14_both +2023-06-23 22:16:50,478 - icews14_both - [INFO] - [E:476| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 22:17:53,373 - icews14_both - [INFO] - [E:476| 200]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 22:18:56,244 - icews14_both - [INFO] - [E:476| 300]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 22:19:59,144 - icews14_both - [INFO] - [E:476| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 22:21:02,012 - icews14_both - [INFO] - [E:476| 500]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 22:22:04,862 - icews14_both - [INFO] - [E:476| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 22:23:07,739 - icews14_both - [INFO] - [E:476| 700]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 22:24:10,619 - icews14_both - [INFO] - [E:476| 800]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 22:25:13,503 - icews14_both - [INFO] - [E:476| 900]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 22:25:57,698 - icews14_both - [INFO] - [Epoch:476]: Training Loss:0.001487 + +2023-06-23 22:25:57,912 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 22:26:11,526 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 22:26:24,910 - icews14_both - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.47028, Head : 0.42208, Avg : 0.44618 + +2023-06-23 22:26:24,910 - icews14_both - [INFO] - [Epoch 476]: Training Loss: 0.0014867, Valid MRR: 0.45498, + + + +2023-06-23 22:26:25,548 - icews14_both - [INFO] - [E:477| 0]: Train Loss:0.00148, Val MRR:0.45498, icews14_both +2023-06-23 22:27:28,398 - icews14_both - [INFO] - [E:477| 100]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both +2023-06-23 22:28:31,269 - icews14_both - [INFO] - [E:477| 200]: Train Loss:0.001487, Val MRR:0.45498, icews14_both +2023-06-23 22:29:34,130 - icews14_both - [INFO] - [E:477| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 22:30:37,008 - icews14_both - [INFO] - [E:477| 400]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 22:31:39,899 - icews14_both - [INFO] - [E:477| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 22:32:42,781 - icews14_both - [INFO] - [E:477| 600]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 22:33:45,676 - icews14_both - [INFO] - [E:477| 700]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 22:34:48,558 - icews14_both - [INFO] - [E:477| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 22:35:51,447 - icews14_both - [INFO] - [E:477| 900]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 22:36:35,654 - icews14_both - [INFO] - [Epoch:477]: Training Loss:0.001486 + +2023-06-23 22:36:35,867 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 22:36:49,466 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 22:37:02,858 - icews14_both - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.47446, Head : 0.42541, Avg : 0.44993 + +2023-06-23 22:37:02,858 - icews14_both - [INFO] - [Epoch 477]: Training Loss: 0.0014865, Valid MRR: 0.45498, + + + +2023-06-23 22:37:03,495 - icews14_both - [INFO] - [E:478| 0]: Train Loss:0.0014851, Val MRR:0.45498, icews14_both +2023-06-23 22:38:06,363 - icews14_both - [INFO] - [E:478| 100]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-23 22:39:09,262 - icews14_both - [INFO] - [E:478| 200]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-23 22:40:12,164 - icews14_both - [INFO] - [E:478| 300]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 22:41:15,059 - icews14_both - [INFO] - [E:478| 400]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 22:42:17,931 - icews14_both - [INFO] - [E:478| 500]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 22:43:20,831 - icews14_both - [INFO] - [E:478| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 22:44:23,713 - icews14_both - [INFO] - [E:478| 700]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 22:45:26,601 - icews14_both - [INFO] - [E:478| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 22:46:29,471 - icews14_both - [INFO] - [E:478| 900]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 22:47:13,698 - icews14_both - [INFO] - [Epoch:478]: Training Loss:0.001486 + +2023-06-23 22:47:13,911 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 22:47:27,524 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 22:47:40,916 - icews14_both - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.4716, Head : 0.42387, Avg : 0.44773 + +2023-06-23 22:47:40,916 - icews14_both - [INFO] - [Epoch 478]: Training Loss: 0.0014865, Valid MRR: 0.45498, + + + +2023-06-23 22:47:41,552 - icews14_both - [INFO] - [E:479| 0]: Train Loss:0.001488, Val MRR:0.45498, icews14_both +2023-06-23 22:48:44,445 - icews14_both - [INFO] - [E:479| 100]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 22:49:47,310 - icews14_both - [INFO] - [E:479| 200]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 22:50:50,189 - icews14_both - [INFO] - [E:479| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both +2023-06-23 22:51:53,084 - icews14_both - [INFO] - [E:479| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both +2023-06-23 22:52:55,974 - icews14_both - [INFO] - [E:479| 500]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 22:53:58,838 - icews14_both - [INFO] - [E:479| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 22:55:01,731 - icews14_both - [INFO] - [E:479| 700]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 22:56:04,595 - icews14_both - [INFO] - [E:479| 800]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 22:57:07,476 - icews14_both - [INFO] - [E:479| 900]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 22:57:51,688 - icews14_both - [INFO] - [Epoch:479]: Training Loss:0.001486 + +2023-06-23 22:57:51,902 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 22:58:05,504 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 22:58:18,898 - icews14_both - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.47662, Head : 0.4273, Avg : 0.45196 + MR: Tail : 568.31, Head : 627.31, Avg : 597.81 + Hit-1: Tail : 0.39753, Head : 0.3481, Avg : 0.37282 + Hit-3: Tail : 0.5202, Head : 0.46552, Avg : 0.49286 + Hit-10: Tail : 0.6209, Head : 0.57793, Avg : 0.59941 +2023-06-23 22:58:18,898 - icews14_both - [INFO] - [Epoch 479]: Training Loss: 0.0014864, Valid MRR: 0.45498, + + + +2023-06-23 22:58:19,536 - icews14_both - [INFO] - [E:480| 0]: Train Loss:0.0014843, Val MRR:0.45498, icews14_both +2023-06-23 22:59:22,395 - icews14_both - [INFO] - [E:480| 100]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-23 23:00:25,268 - icews14_both - [INFO] - [E:480| 200]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-23 23:01:28,136 - icews14_both - [INFO] - [E:480| 300]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 23:02:31,009 - icews14_both - [INFO] - [E:480| 400]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 23:03:33,914 - icews14_both - [INFO] - [E:480| 500]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 23:04:36,834 - icews14_both - [INFO] - [E:480| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 23:05:39,725 - icews14_both - [INFO] - [E:480| 700]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-23 23:06:42,601 - icews14_both - [INFO] - [E:480| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 23:07:45,501 - icews14_both - [INFO] - [E:480| 900]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 23:08:29,739 - icews14_both - [INFO] - [Epoch:480]: Training Loss:0.001486 + +2023-06-23 23:08:29,953 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 23:08:43,565 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 23:08:56,956 - icews14_both - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.47488, Head : 0.42704, Avg : 0.45096 + +2023-06-23 23:08:56,957 - icews14_both - [INFO] - [Epoch 480]: Training Loss: 0.0014864, Valid MRR: 0.45498, + + + +2023-06-23 23:08:57,596 - icews14_both - [INFO] - [E:481| 0]: Train Loss:0.0014816, Val MRR:0.45498, icews14_both +2023-06-23 23:10:00,483 - icews14_both - [INFO] - [E:481| 100]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both +2023-06-23 23:11:03,357 - icews14_both - [INFO] - [E:481| 200]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-23 23:12:06,253 - icews14_both - [INFO] - [E:481| 300]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-23 23:13:09,126 - icews14_both - [INFO] - [E:481| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-23 23:14:12,007 - icews14_both - [INFO] - [E:481| 500]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 23:15:14,891 - icews14_both - [INFO] - [E:481| 600]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 23:16:17,785 - icews14_both - [INFO] - [E:481| 700]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 23:17:20,657 - icews14_both - [INFO] - [E:481| 800]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 23:18:23,552 - icews14_both - [INFO] - [E:481| 900]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 23:19:07,768 - icews14_both - [INFO] - [Epoch:481]: Training Loss:0.001486 + +2023-06-23 23:19:07,982 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 23:19:21,581 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 23:19:34,972 - icews14_both - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.4757, Head : 0.42433, Avg : 0.45002 + +2023-06-23 23:19:34,972 - icews14_both - [INFO] - [Epoch 481]: Training Loss: 0.0014865, Valid MRR: 0.45498, + + + +2023-06-23 23:19:35,610 - icews14_both - [INFO] - [E:482| 0]: Train Loss:0.0014962, Val MRR:0.45498, icews14_both +2023-06-23 23:20:38,492 - icews14_both - [INFO] - [E:482| 100]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both +2023-06-23 23:21:41,384 - icews14_both - [INFO] - [E:482| 200]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both +2023-06-23 23:22:44,247 - icews14_both - [INFO] - [E:482| 300]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-23 23:23:47,112 - icews14_both - [INFO] - [E:482| 400]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-23 23:24:49,968 - icews14_both - [INFO] - [E:482| 500]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-23 23:25:52,859 - icews14_both - [INFO] - [E:482| 600]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-23 23:26:55,745 - icews14_both - [INFO] - [E:482| 700]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-23 23:27:58,591 - icews14_both - [INFO] - [E:482| 800]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 23:29:01,487 - icews14_both - [INFO] - [E:482| 900]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 23:29:45,684 - icews14_both - [INFO] - [Epoch:482]: Training Loss:0.001486 + +2023-06-23 23:29:45,896 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 23:29:59,514 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 23:30:12,903 - icews14_both - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.47731, Head : 0.4274, Avg : 0.45235 + +2023-06-23 23:30:12,903 - icews14_both - [INFO] - [Epoch 482]: Training Loss: 0.0014863, Valid MRR: 0.45498, + + + +2023-06-23 23:30:13,542 - icews14_both - [INFO] - [E:483| 0]: Train Loss:0.00148, Val MRR:0.45498, icews14_both +2023-06-23 23:31:16,406 - icews14_both - [INFO] - [E:483| 100]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-23 23:32:19,282 - icews14_both - [INFO] - [E:483| 200]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 23:33:22,168 - icews14_both - [INFO] - [E:483| 300]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 23:34:25,035 - icews14_both - [INFO] - [E:483| 400]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 23:35:27,918 - icews14_both - [INFO] - [E:483| 500]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 23:36:30,795 - icews14_both - [INFO] - [E:483| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 23:37:33,662 - icews14_both - [INFO] - [E:483| 700]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 23:38:36,524 - icews14_both - [INFO] - [E:483| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 23:39:39,410 - icews14_both - [INFO] - [E:483| 900]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 23:40:23,614 - icews14_both - [INFO] - [Epoch:483]: Training Loss:0.001486 + +2023-06-23 23:40:23,827 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 23:40:37,433 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 23:40:50,825 - icews14_both - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.47452, Head : 0.42332, Avg : 0.44892 + +2023-06-23 23:40:50,825 - icews14_both - [INFO] - [Epoch 483]: Training Loss: 0.0014863, Valid MRR: 0.45498, + + + +2023-06-23 23:40:51,464 - icews14_both - [INFO] - [E:484| 0]: Train Loss:0.0014808, Val MRR:0.45498, icews14_both +2023-06-23 23:41:54,323 - icews14_both - [INFO] - [E:484| 100]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-23 23:42:57,213 - icews14_both - [INFO] - [E:484| 200]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-23 23:44:00,076 - icews14_both - [INFO] - [E:484| 300]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-23 23:45:02,921 - icews14_both - [INFO] - [E:484| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-23 23:46:05,757 - icews14_both - [INFO] - [E:484| 500]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 23:47:08,602 - icews14_both - [INFO] - [E:484| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-23 23:48:11,469 - icews14_both - [INFO] - [E:484| 700]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 23:49:14,284 - icews14_both - [INFO] - [E:484| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 23:50:17,095 - icews14_both - [INFO] - [E:484| 900]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-23 23:51:01,284 - icews14_both - [INFO] - [Epoch:484]: Training Loss:0.001486 + +2023-06-23 23:51:01,498 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-23 23:51:15,102 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-23 23:51:28,485 - icews14_both - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.47397, Head : 0.42397, Avg : 0.44897 + +2023-06-23 23:51:28,485 - icews14_both - [INFO] - [Epoch 484]: Training Loss: 0.0014863, Valid MRR: 0.45498, + + + +2023-06-23 23:51:29,124 - icews14_both - [INFO] - [E:485| 0]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both +2023-06-23 23:52:31,968 - icews14_both - [INFO] - [E:485| 100]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both +2023-06-23 23:53:34,785 - icews14_both - [INFO] - [E:485| 200]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-23 23:54:37,603 - icews14_both - [INFO] - [E:485| 300]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-23 23:55:40,433 - icews14_both - [INFO] - [E:485| 400]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 23:56:43,256 - icews14_both - [INFO] - [E:485| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 23:57:46,062 - icews14_both - [INFO] - [E:485| 600]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 23:58:48,878 - icews14_both - [INFO] - [E:485| 700]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-23 23:59:51,690 - icews14_both - [INFO] - [E:485| 800]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:00:54,542 - icews14_both - [INFO] - [E:485| 900]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:01:38,723 - icews14_both - [INFO] - [Epoch:485]: Training Loss:0.001486 + +2023-06-24 00:01:38,936 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 00:01:52,533 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 00:02:05,923 - icews14_both - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.47445, Head : 0.42514, Avg : 0.4498 + +2023-06-24 00:02:05,923 - icews14_both - [INFO] - [Epoch 485]: Training Loss: 0.0014861, Valid MRR: 0.45498, + + + +2023-06-24 00:02:06,561 - icews14_both - [INFO] - [E:486| 0]: Train Loss:0.0014841, Val MRR:0.45498, icews14_both +2023-06-24 00:03:09,391 - icews14_both - [INFO] - [E:486| 100]: Train Loss:0.0014853, Val MRR:0.45498, icews14_both +2023-06-24 00:04:12,230 - icews14_both - [INFO] - [E:486| 200]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 00:05:15,043 - icews14_both - [INFO] - [E:486| 300]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both +2023-06-24 00:06:17,867 - icews14_both - [INFO] - [E:486| 400]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both +2023-06-24 00:07:20,689 - icews14_both - [INFO] - [E:486| 500]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 00:08:23,517 - icews14_both - [INFO] - [E:486| 600]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 00:09:26,341 - icews14_both - [INFO] - [E:486| 700]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 00:10:29,162 - icews14_both - [INFO] - [E:486| 800]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:11:31,989 - icews14_both - [INFO] - [E:486| 900]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:12:16,181 - icews14_both - [INFO] - [Epoch:486]: Training Loss:0.001486 + +2023-06-24 00:12:16,393 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 00:12:29,995 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 00:12:43,388 - icews14_both - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.47713, Head : 0.42732, Avg : 0.45223 + +2023-06-24 00:12:43,389 - icews14_both - [INFO] - [Epoch 486]: Training Loss: 0.001486, Valid MRR: 0.45498, + + + +2023-06-24 00:12:44,026 - icews14_both - [INFO] - [E:487| 0]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both +2023-06-24 00:13:46,846 - icews14_both - [INFO] - [E:487| 100]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:14:49,666 - icews14_both - [INFO] - [E:487| 200]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both +2023-06-24 00:15:52,480 - icews14_both - [INFO] - [E:487| 300]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both +2023-06-24 00:16:55,308 - icews14_both - [INFO] - [E:487| 400]: Train Loss:0.0014853, Val MRR:0.45498, icews14_both +2023-06-24 00:17:58,145 - icews14_both - [INFO] - [E:487| 500]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both +2023-06-24 00:19:00,965 - icews14_both - [INFO] - [E:487| 600]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 00:20:03,769 - icews14_both - [INFO] - [E:487| 700]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 00:21:06,616 - icews14_both - [INFO] - [E:487| 800]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:22:09,451 - icews14_both - [INFO] - [E:487| 900]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:22:53,627 - icews14_both - [INFO] - [Epoch:487]: Training Loss:0.001486 + +2023-06-24 00:22:53,840 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 00:23:07,439 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 00:23:20,822 - icews14_both - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.47391, Head : 0.42715, Avg : 0.45053 + +2023-06-24 00:23:20,822 - icews14_both - [INFO] - [Epoch 487]: Training Loss: 0.0014862, Valid MRR: 0.45498, + + + +2023-06-24 00:23:21,467 - icews14_both - [INFO] - [E:488| 0]: Train Loss:0.0015054, Val MRR:0.45498, icews14_both +2023-06-24 00:24:24,275 - icews14_both - [INFO] - [E:488| 100]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 00:25:27,108 - icews14_both - [INFO] - [E:488| 200]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 00:26:29,943 - icews14_both - [INFO] - [E:488| 300]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:27:32,784 - icews14_both - [INFO] - [E:488| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:28:35,603 - icews14_both - [INFO] - [E:488| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:29:38,409 - icews14_both - [INFO] - [E:488| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-24 00:30:41,229 - icews14_both - [INFO] - [E:488| 700]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-24 00:31:44,053 - icews14_both - [INFO] - [E:488| 800]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-24 00:32:46,873 - icews14_both - [INFO] - [E:488| 900]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:33:31,020 - icews14_both - [INFO] - [Epoch:488]: Training Loss:0.001486 + +2023-06-24 00:33:31,233 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 00:33:44,840 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 00:33:58,233 - icews14_both - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.47709, Head : 0.4246, Avg : 0.45084 + +2023-06-24 00:33:58,233 - icews14_both - [INFO] - [Epoch 488]: Training Loss: 0.0014861, Valid MRR: 0.45498, + + + +2023-06-24 00:33:58,869 - icews14_both - [INFO] - [E:489| 0]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:35:01,715 - icews14_both - [INFO] - [E:489| 100]: Train Loss:0.0014851, Val MRR:0.45498, icews14_both +2023-06-24 00:36:04,582 - icews14_both - [INFO] - [E:489| 200]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:37:07,422 - icews14_both - [INFO] - [E:489| 300]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 00:38:10,259 - icews14_both - [INFO] - [E:489| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:39:13,077 - icews14_both - [INFO] - [E:489| 500]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:40:15,892 - icews14_both - [INFO] - [E:489| 600]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:41:18,733 - icews14_both - [INFO] - [E:489| 700]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:42:21,524 - icews14_both - [INFO] - [E:489| 800]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:43:24,353 - icews14_both - [INFO] - [E:489| 900]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:44:08,567 - icews14_both - [INFO] - [Epoch:489]: Training Loss:0.001486 + +2023-06-24 00:44:08,779 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 00:44:22,376 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 00:44:35,774 - icews14_both - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.47406, Head : 0.4255, Avg : 0.44978 + MR: Tail : 583.22, Head : 642.37, Avg : 612.8 + Hit-1: Tail : 0.39534, Head : 0.34749, Avg : 0.37141 + Hit-3: Tail : 0.51459, Head : 0.4621, Avg : 0.48834 + Hit-10: Tail : 0.61821, Head : 0.57525, Avg : 0.59673 +2023-06-24 00:44:35,774 - icews14_both - [INFO] - [Epoch 489]: Training Loss: 0.0014861, Valid MRR: 0.45498, + + + +2023-06-24 00:44:36,411 - icews14_both - [INFO] - [E:490| 0]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both +2023-06-24 00:45:39,254 - icews14_both - [INFO] - [E:490| 100]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-24 00:46:42,113 - icews14_both - [INFO] - [E:490| 200]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:47:44,946 - icews14_both - [INFO] - [E:490| 300]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-24 00:48:47,760 - icews14_both - [INFO] - [E:490| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 00:49:50,599 - icews14_both - [INFO] - [E:490| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:50:53,412 - icews14_both - [INFO] - [E:490| 600]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:51:56,231 - icews14_both - [INFO] - [E:490| 700]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-24 00:52:59,070 - icews14_both - [INFO] - [E:490| 800]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-24 00:54:01,892 - icews14_both - [INFO] - [E:490| 900]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both +2023-06-24 00:54:46,076 - icews14_both - [INFO] - [Epoch:490]: Training Loss:0.001486 + +2023-06-24 00:54:46,289 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 00:54:59,898 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 00:55:13,284 - icews14_both - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.47359, Head : 0.42462, Avg : 0.44911 + +2023-06-24 00:55:13,285 - icews14_both - [INFO] - [Epoch 490]: Training Loss: 0.0014862, Valid MRR: 0.45498, + + + +2023-06-24 00:55:13,929 - icews14_both - [INFO] - [E:491| 0]: Train Loss:0.0014799, Val MRR:0.45498, icews14_both +2023-06-24 00:56:16,760 - icews14_both - [INFO] - [E:491| 100]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 00:57:19,554 - icews14_both - [INFO] - [E:491| 200]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both +2023-06-24 00:58:22,366 - icews14_both - [INFO] - [E:491| 300]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both +2023-06-24 00:59:25,193 - icews14_both - [INFO] - [E:491| 400]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 01:00:28,046 - icews14_both - [INFO] - [E:491| 500]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 01:01:30,880 - icews14_both - [INFO] - [E:491| 600]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 01:02:33,597 - icews14_both - [INFO] - [E:491| 700]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 01:03:36,356 - icews14_both - [INFO] - [E:491| 800]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 01:04:39,083 - icews14_both - [INFO] - [E:491| 900]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 01:05:23,219 - icews14_both - [INFO] - [Epoch:491]: Training Loss:0.001486 + +2023-06-24 01:05:23,431 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 01:05:37,018 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 01:05:50,398 - icews14_both - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.47417, Head : 0.42381, Avg : 0.44899 + +2023-06-24 01:05:50,398 - icews14_both - [INFO] - [Epoch 491]: Training Loss: 0.0014861, Valid MRR: 0.45498, + + + +2023-06-24 01:05:51,036 - icews14_both - [INFO] - [E:492| 0]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both +2023-06-24 01:06:53,773 - icews14_both - [INFO] - [E:492| 100]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both +2023-06-24 01:07:56,507 - icews14_both - [INFO] - [E:492| 200]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both +2023-06-24 01:08:59,238 - icews14_both - [INFO] - [E:492| 300]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-24 01:10:01,966 - icews14_both - [INFO] - [E:492| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 01:11:04,710 - icews14_both - [INFO] - [E:492| 500]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 01:12:07,448 - icews14_both - [INFO] - [E:492| 600]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 01:13:10,205 - icews14_both - [INFO] - [E:492| 700]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 01:14:12,967 - icews14_both - [INFO] - [E:492| 800]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 01:15:15,703 - icews14_both - [INFO] - [E:492| 900]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 01:15:59,807 - icews14_both - [INFO] - [Epoch:492]: Training Loss:0.001486 + +2023-06-24 01:16:00,021 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 01:16:13,617 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 01:16:26,995 - icews14_both - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.47268, Head : 0.42412, Avg : 0.4484 + +2023-06-24 01:16:26,995 - icews14_both - [INFO] - [Epoch 492]: Training Loss: 0.0014859, Valid MRR: 0.45498, + + + +2023-06-24 01:16:27,631 - icews14_both - [INFO] - [E:493| 0]: Train Loss:0.0014808, Val MRR:0.45498, icews14_both +2023-06-24 01:17:30,352 - icews14_both - [INFO] - [E:493| 100]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both +2023-06-24 01:18:33,094 - icews14_both - [INFO] - [E:493| 200]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both +2023-06-24 01:19:35,846 - icews14_both - [INFO] - [E:493| 300]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 01:20:38,575 - icews14_both - [INFO] - [E:493| 400]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:21:41,318 - icews14_both - [INFO] - [E:493| 500]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:22:44,049 - icews14_both - [INFO] - [E:493| 600]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 01:23:46,791 - icews14_both - [INFO] - [E:493| 700]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 01:24:49,538 - icews14_both - [INFO] - [E:493| 800]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 01:25:52,263 - icews14_both - [INFO] - [E:493| 900]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 01:26:36,390 - icews14_both - [INFO] - [Epoch:493]: Training Loss:0.001486 + +2023-06-24 01:26:36,602 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 01:26:50,199 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 01:27:03,578 - icews14_both - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.47471, Head : 0.42326, Avg : 0.44899 + +2023-06-24 01:27:03,578 - icews14_both - [INFO] - [Epoch 493]: Training Loss: 0.0014859, Valid MRR: 0.45498, + + + +2023-06-24 01:27:04,216 - icews14_both - [INFO] - [E:494| 0]: Train Loss:0.0014778, Val MRR:0.45498, icews14_both +2023-06-24 01:28:06,964 - icews14_both - [INFO] - [E:494| 100]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both +2023-06-24 01:29:09,688 - icews14_both - [INFO] - [E:494| 200]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both +2023-06-24 01:30:12,404 - icews14_both - [INFO] - [E:494| 300]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both +2023-06-24 01:31:15,139 - icews14_both - [INFO] - [E:494| 400]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 01:32:17,870 - icews14_both - [INFO] - [E:494| 500]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:33:20,587 - icews14_both - [INFO] - [E:494| 600]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:34:23,329 - icews14_both - [INFO] - [E:494| 700]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:35:26,044 - icews14_both - [INFO] - [E:494| 800]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:36:28,799 - icews14_both - [INFO] - [E:494| 900]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 01:37:12,913 - icews14_both - [INFO] - [Epoch:494]: Training Loss:0.001486 + +2023-06-24 01:37:13,126 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 01:37:26,723 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 01:37:40,104 - icews14_both - [INFO] - [Evaluating Epoch 494 valid]: + MRR: Tail : 0.47404, Head : 0.42779, Avg : 0.45091 + +2023-06-24 01:37:40,105 - icews14_both - [INFO] - [Epoch 494]: Training Loss: 0.0014859, Valid MRR: 0.45498, + + + +2023-06-24 01:37:40,748 - icews14_both - [INFO] - [E:495| 0]: Train Loss:0.0014853, Val MRR:0.45498, icews14_both +2023-06-24 01:38:43,504 - icews14_both - [INFO] - [E:495| 100]: Train Loss:0.0014853, Val MRR:0.45498, icews14_both +2023-06-24 01:39:46,250 - icews14_both - [INFO] - [E:495| 200]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both +2023-06-24 01:40:48,994 - icews14_both - [INFO] - [E:495| 300]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both +2023-06-24 01:41:51,731 - icews14_both - [INFO] - [E:495| 400]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both +2023-06-24 01:42:54,458 - icews14_both - [INFO] - [E:495| 500]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:43:57,199 - icews14_both - [INFO] - [E:495| 600]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:44:59,944 - icews14_both - [INFO] - [E:495| 700]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:46:02,675 - icews14_both - [INFO] - [E:495| 800]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 01:47:05,395 - icews14_both - [INFO] - [E:495| 900]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 01:47:49,517 - icews14_both - [INFO] - [Epoch:495]: Training Loss:0.001486 + +2023-06-24 01:47:49,730 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 01:48:03,319 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 01:48:16,700 - icews14_both - [INFO] - [Evaluating Epoch 495 valid]: + MRR: Tail : 0.47333, Head : 0.42376, Avg : 0.44854 + +2023-06-24 01:48:16,700 - icews14_both - [INFO] - [Epoch 495]: Training Loss: 0.0014857, Valid MRR: 0.45498, + + + +2023-06-24 01:48:17,338 - icews14_both - [INFO] - [E:496| 0]: Train Loss:0.0014837, Val MRR:0.45498, icews14_both +2023-06-24 01:49:20,078 - icews14_both - [INFO] - [E:496| 100]: Train Loss:0.0014848, Val MRR:0.45498, icews14_both +2023-06-24 01:50:22,809 - icews14_both - [INFO] - [E:496| 200]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 01:51:25,579 - icews14_both - [INFO] - [E:496| 300]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 01:52:28,327 - icews14_both - [INFO] - [E:496| 400]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 01:53:31,066 - icews14_both - [INFO] - [E:496| 500]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 01:54:33,847 - icews14_both - [INFO] - [E:496| 600]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 01:55:36,597 - icews14_both - [INFO] - [E:496| 700]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 01:56:39,336 - icews14_both - [INFO] - [E:496| 800]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 01:57:42,098 - icews14_both - [INFO] - [E:496| 900]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 01:58:26,194 - icews14_both - [INFO] - [Epoch:496]: Training Loss:0.001486 + +2023-06-24 01:58:26,407 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 01:58:40,009 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 01:58:53,374 - icews14_both - [INFO] - [Evaluating Epoch 496 valid]: + MRR: Tail : 0.47405, Head : 0.42603, Avg : 0.45004 + +2023-06-24 01:58:53,374 - icews14_both - [INFO] - [Epoch 496]: Training Loss: 0.0014858, Valid MRR: 0.45498, + + + +2023-06-24 01:58:54,012 - icews14_both - [INFO] - [E:497| 0]: Train Loss:0.0014808, Val MRR:0.45498, icews14_both +2023-06-24 01:59:56,751 - icews14_both - [INFO] - [E:497| 100]: Train Loss:0.001485, Val MRR:0.45498, icews14_both +2023-06-24 02:00:59,475 - icews14_both - [INFO] - [E:497| 200]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both +2023-06-24 02:02:02,212 - icews14_both - [INFO] - [E:497| 300]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both +2023-06-24 02:03:04,951 - icews14_both - [INFO] - [E:497| 400]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 02:04:07,677 - icews14_both - [INFO] - [E:497| 500]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 02:05:10,393 - icews14_both - [INFO] - [E:497| 600]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 02:06:13,124 - icews14_both - [INFO] - [E:497| 700]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 02:07:15,840 - icews14_both - [INFO] - [E:497| 800]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 02:08:18,575 - icews14_both - [INFO] - [E:497| 900]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 02:09:02,694 - icews14_both - [INFO] - [Epoch:497]: Training Loss:0.001486 + +2023-06-24 02:09:02,906 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 02:09:16,493 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 02:09:29,871 - icews14_both - [INFO] - [Evaluating Epoch 497 valid]: + MRR: Tail : 0.47431, Head : 0.42447, Avg : 0.44939 + +2023-06-24 02:09:29,871 - icews14_both - [INFO] - [Epoch 497]: Training Loss: 0.0014858, Valid MRR: 0.45498, + + + +2023-06-24 02:09:30,509 - icews14_both - [INFO] - [E:498| 0]: Train Loss:0.0014807, Val MRR:0.45498, icews14_both +2023-06-24 02:10:33,256 - icews14_both - [INFO] - [E:498| 100]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both +2023-06-24 02:11:35,982 - icews14_both - [INFO] - [E:498| 200]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both +2023-06-24 02:12:38,710 - icews14_both - [INFO] - [E:498| 300]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 02:13:41,434 - icews14_both - [INFO] - [E:498| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 02:14:44,141 - icews14_both - [INFO] - [E:498| 500]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 02:15:46,871 - icews14_both - [INFO] - [E:498| 600]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both +2023-06-24 02:16:49,598 - icews14_both - [INFO] - [E:498| 700]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 02:17:52,325 - icews14_both - [INFO] - [E:498| 800]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 02:18:55,074 - icews14_both - [INFO] - [E:498| 900]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both +2023-06-24 02:19:39,161 - icews14_both - [INFO] - [Epoch:498]: Training Loss:0.001486 + +2023-06-24 02:19:39,375 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 02:19:52,976 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 02:20:06,357 - icews14_both - [INFO] - [Evaluating Epoch 498 valid]: + MRR: Tail : 0.4747, Head : 0.42655, Avg : 0.45062 + +2023-06-24 02:20:06,357 - icews14_both - [INFO] - [Epoch 498]: Training Loss: 0.0014857, Valid MRR: 0.45498, + + + +2023-06-24 02:20:06,994 - icews14_both - [INFO] - [E:499| 0]: Train Loss:0.0014814, Val MRR:0.45498, icews14_both +2023-06-24 02:21:09,756 - icews14_both - [INFO] - [E:499| 100]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both +2023-06-24 02:22:12,505 - icews14_both - [INFO] - [E:499| 200]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both +2023-06-24 02:23:15,239 - icews14_both - [INFO] - [E:499| 300]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 02:24:17,961 - icews14_both - [INFO] - [E:499| 400]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 02:25:20,688 - icews14_both - [INFO] - [E:499| 500]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 02:26:23,409 - icews14_both - [INFO] - [E:499| 600]: Train Loss:0.001486, Val MRR:0.45498, icews14_both +2023-06-24 02:27:26,168 - icews14_both - [INFO] - [E:499| 700]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both +2023-06-24 02:28:28,907 - icews14_both - [INFO] - [E:499| 800]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 02:29:31,617 - icews14_both - [INFO] - [E:499| 900]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both +2023-06-24 02:30:15,744 - icews14_both - [INFO] - [Epoch:499]: Training Loss:0.001486 + +2023-06-24 02:30:15,957 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both +2023-06-24 02:30:29,541 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both +2023-06-24 02:30:42,914 - icews14_both - [INFO] - [Evaluating Epoch 499 valid]: + MRR: Tail : 0.47644, Head : 0.4244, Avg : 0.45042 + MR: Tail : 591.4, Head : 651.61, Avg : 621.51 + Hit-1: Tail : 0.39876, Head : 0.34566, Avg : 0.37221 + Hit-3: Tail : 0.51813, Head : 0.46235, Avg : 0.49024 + Hit-10: Tail : 0.61626, Head : 0.57183, Avg : 0.59404 +2023-06-24 02:30:42,914 - icews14_both - [INFO] - [Epoch 499]: Training Loss: 0.0014859, Valid MRR: 0.45498, + + + +2023-06-24 02:30:42,914 - icews14_both - [INFO] - Loading best model, evaluating on test data +2023-06-24 02:30:43,633 - icews14_both - [INFO] - [Test, Tail_Batch Step 0] icews14_both +2023-06-24 02:30:57,258 - icews14_both - [INFO] - [Test, Head_Batch Step 0] icews14_both +2023-06-24 02:31:10,676 - icews14_both - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.46767, Head : 0.41736, Avg : 0.44252 + MR: Tail : 659.95, Head : 693.73, Avg : 676.84 + Hit-1: Tail : 0.38586, Head : 0.33414, Avg : 0.36 + Hit-3: Tail : 0.51302, Head : 0.45911, Avg : 0.48607 + Hit-10: Tail : 0.61657, Head : 0.57824, Avg : 0.59741 diff --git a/log/poofnet.log b/log/poofnet.log new file mode 100644 index 0000000..5bee1be --- /dev/null +++ b/log/poofnet.log @@ -0,0 +1,2 @@ +nohup: ignoring input +python: can't open file 'run.py': [Errno 2] No such file or directory diff --git a/log/testrun_227cb2f9 b/log/testrun_227cb2f9 new file mode 100644 index 0000000..f72dae1 --- /dev/null +++ b/log/testrun_227cb2f9 @@ -0,0 +1 @@ +2023-05-17 06:54:57,988 - testrun_227cb2f9 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_227cb2f9', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_30d70322 b/log/testrun_30d70322 new file mode 100644 index 0000000..b441a95 --- /dev/null +++ b/log/testrun_30d70322 @@ -0,0 +1 @@ +2023-05-17 06:23:34,181 - testrun_30d70322 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_30d70322', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_3212b281 b/log/testrun_3212b281 new file mode 100644 index 0000000..72643f9 --- /dev/null +++ b/log/testrun_3212b281 @@ -0,0 +1 @@ +2023-05-17 06:53:01,668 - testrun_3212b281 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_3212b281', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_3dbc9e89 b/log/testrun_3dbc9e89 new file mode 100644 index 0000000..8cb8a26 --- /dev/null +++ b/log/testrun_3dbc9e89 @@ -0,0 +1 @@ +2023-05-06 08:35:38,753 - testrun_3dbc9e89 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_3dbc9e89', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} diff --git a/log/testrun_43389ddf b/log/testrun_43389ddf new file mode 100644 index 0000000..4cdebaa --- /dev/null +++ b/log/testrun_43389ddf @@ -0,0 +1 @@ +2023-05-17 06:38:00,469 - testrun_43389ddf - [INFO] - {'dataset': 'icews14', 'name': 'testrun_43389ddf', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_47ede3b9 b/log/testrun_47ede3b9 new file mode 100644 index 0000000..20b0afe --- /dev/null +++ b/log/testrun_47ede3b9 @@ -0,0 +1 @@ +2023-05-17 06:13:02,952 - testrun_47ede3b9 - [INFO] - {'dataset': 'FB15k-237', 'name': 'testrun_47ede3b9', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_49495af8 b/log/testrun_49495af8 new file mode 100644 index 0000000..425a503 --- /dev/null +++ b/log/testrun_49495af8 @@ -0,0 +1 @@ +2023-05-06 08:37:18,939 - testrun_49495af8 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_49495af8', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} diff --git a/log/testrun_4a235016 b/log/testrun_4a235016 new file mode 100644 index 0000000..3ab34c5 --- /dev/null +++ b/log/testrun_4a235016 @@ -0,0 +1,7877 @@ +2023-05-30 17:59:31,120 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-30 18:00:06,399 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:00:36,478 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:01:06,560 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:01:36,688 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:02:06,770 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:02:36,849 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:03:06,899 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:03:36,985 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:04:07,075 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:04:37,190 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:05:07,263 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:05:37,350 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:06:07,428 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:06:37,547 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:07:07,608 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:07:37,669 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:08:07,754 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:08:37,824 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:09:07,908 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:09:38,030 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:10:08,094 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:10:38,173 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:11:08,275 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:11:38,355 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:12:08,435 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:12:38,543 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:13:08,631 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:13:38,729 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:14:08,825 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:14:38,904 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:15:08,999 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:15:39,081 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:16:09,204 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:16:39,288 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:17:09,367 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:17:39,448 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:18:09,539 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:18:39,609 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:19:09,665 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:19:39,780 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:20:09,864 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:20:39,929 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:21:10,005 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:21:40,088 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:22:10,167 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:22:40,250 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:23:10,339 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:23:40,448 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:24:10,533 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:24:40,615 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:25:10,691 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:25:40,775 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:26:10,855 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:26:40,979 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:27:11,040 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:27:41,110 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:28:11,229 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:28:41,356 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:29:11,447 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:29:41,530 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:30:11,624 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:30:41,736 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:31:11,828 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:31:41,942 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:32:12,067 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:32:42,147 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:33:12,291 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:33:42,342 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:34:12,426 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:34:42,513 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:35:12,604 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:35:42,703 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:36:12,789 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:36:42,879 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:37:12,962 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:37:43,077 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:38:13,198 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:38:43,277 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:39:13,331 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:39:43,427 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:40:13,507 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:40:43,606 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:41:13,696 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:41:43,780 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:42:13,872 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:42:43,984 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:43:14,045 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:43:44,138 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:44:14,239 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:44:44,331 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:45:14,421 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:45:44,509 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:46:14,602 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:46:44,749 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:47:14,830 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:47:44,911 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:48:15,008 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:48:45,124 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:49:15,239 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:49:45,322 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:50:15,450 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:50:45,544 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:51:15,623 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:51:45,732 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:52:15,811 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:52:45,915 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:53:15,970 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:53:46,041 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:54:16,128 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:54:46,230 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:55:16,323 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:55:46,459 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:56:16,547 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:56:46,642 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:57:16,712 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:57:46,815 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:58:16,897 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:58:46,993 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:59:17,096 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:59:47,211 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:00:17,296 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:00:47,378 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:01:17,527 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:01:47,610 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:02:17,741 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:02:47,825 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:03:17,952 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:03:48,026 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:04:18,115 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:04:48,199 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:05:18,309 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:05:48,447 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:06:18,538 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:06:48,634 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:07:18,736 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:07:48,829 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:08:18,915 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:08:49,003 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:09:19,087 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:09:49,153 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:10:19,247 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:10:49,339 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:11:19,434 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:11:49,514 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:12:19,596 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:12:49,732 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:13:19,793 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:13:49,917 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:14:20,005 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:14:50,108 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:15:20,204 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:15:50,310 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:16:20,407 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:16:50,476 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:17:20,617 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:17:50,704 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:18:20,776 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:18:50,863 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:19:20,947 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:19:51,031 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:20:21,127 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:20:51,216 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:21:21,311 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:21:51,442 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:22:21,524 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:22:51,633 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:23:21,728 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:23:51,814 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:24:21,899 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:24:51,999 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:25:22,104 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:25:52,204 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:26:22,327 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:26:52,447 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:27:22,560 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:27:52,662 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:28:22,732 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:28:52,825 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:29:22,917 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:29:53,023 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:30:23,109 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:30:53,196 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:31:23,277 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:31:53,365 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:32:23,489 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:32:53,542 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:33:23,647 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:33:53,732 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:34:23,824 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:34:53,921 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:35:24,021 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:35:54,140 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:36:24,266 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:36:54,352 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:37:24,455 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:37:54,586 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:38:24,675 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:38:54,780 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:39:24,871 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:39:54,956 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:40:25,044 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:40:55,131 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:41:25,198 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:41:55,291 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:42:25,384 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:42:55,489 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:43:25,567 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:43:55,684 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:44:25,780 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:44:55,878 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:45:25,980 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:45:56,076 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:46:26,202 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:46:56,287 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:47:26,388 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:47:56,478 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:48:26,565 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:48:56,694 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:49:26,787 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:49:56,924 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:50:27,016 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:50:57,115 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:51:27,202 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:51:57,287 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:52:27,380 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:52:57,527 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:53:27,596 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:53:57,699 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:54:27,790 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:54:57,891 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:55:27,992 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:55:58,088 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:56:28,225 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:56:58,320 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:57:28,458 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:57:58,531 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:58:28,619 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:58:58,724 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:59:28,820 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:59:58,920 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:00:29,020 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:00:59,114 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:01:29,204 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:01:59,303 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:02:29,421 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:02:59,525 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:03:29,626 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:03:59,700 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:04:29,800 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:04:59,887 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:05:29,979 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:06:00,059 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:06:30,151 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:07:00,247 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:07:30,346 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:08:00,436 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:08:30,520 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:09:00,598 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:09:30,664 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:10:00,771 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:10:30,831 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:11:00,919 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:11:31,024 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:12:01,123 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:12:31,244 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:13:01,358 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:13:31,460 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:14:01,562 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:14:31,659 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:15:01,764 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:15:31,866 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:16:01,972 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:16:32,060 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:17:02,208 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:17:32,299 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:18:02,388 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:18:32,490 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:19:02,567 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:19:32,667 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:20:02,777 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:20:32,882 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:21:02,980 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:21:33,067 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:22:03,168 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:22:33,294 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:23:03,374 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:23:33,471 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:24:03,599 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:24:33,699 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:25:03,800 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:25:33,903 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:26:04,005 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:26:34,101 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:27:04,217 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:27:34,349 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:28:04,477 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:28:34,579 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:29:04,695 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:29:34,790 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:30:04,888 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:30:34,993 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:31:05,117 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:31:35,215 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:32:05,322 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:32:35,414 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:33:05,516 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:33:35,625 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:34:05,774 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:34:35,877 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:35:05,979 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:35:36,092 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:36:06,184 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:36:36,263 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:37:06,355 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:37:36,469 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:38:06,608 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:38:36,675 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:39:06,767 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:39:36,860 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:40:06,969 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:40:37,071 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:41:07,207 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:41:37,306 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:42:07,408 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:42:37,513 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:43:07,637 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:43:37,725 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:44:07,823 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:44:37,913 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:45:08,044 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:45:38,144 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:46:08,272 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:46:38,353 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:47:08,444 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:47:38,578 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:48:08,667 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:48:38,756 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:49:08,858 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:49:38,947 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:50:09,040 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:50:39,186 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:51:09,259 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:51:39,353 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:52:09,455 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:52:39,545 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:53:09,644 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:53:39,776 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:54:09,873 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:54:39,983 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:55:10,107 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:55:40,200 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:56:10,287 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:56:40,393 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:57:10,489 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:57:40,584 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:58:10,680 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:58:40,790 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:59:10,898 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:59:41,003 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:00:11,110 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:00:41,215 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:01:11,308 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:01:41,429 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:02:11,576 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:02:41,647 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:03:11,739 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:03:41,827 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:04:11,921 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:04:42,020 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:05:12,131 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:05:42,235 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:06:12,324 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:06:42,458 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:07:12,545 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:07:42,651 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:08:12,727 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:08:42,859 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:09:12,968 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:09:43,068 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:10:13,180 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:10:43,253 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:11:13,321 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:11:43,412 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:12:13,518 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:12:43,623 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:13:13,721 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:13:43,850 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:14:13,944 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:14:44,036 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:15:14,144 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:15:44,204 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:16:14,307 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:16:44,389 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:17:14,479 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:17:44,591 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:18:14,719 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:18:44,828 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:19:14,923 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:19:45,020 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:20:15,093 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:20:45,203 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:21:15,312 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:21:45,437 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:22:15,563 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:22:45,656 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:23:15,756 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:23:45,872 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:24:16,000 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:24:46,095 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:25:16,202 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:25:46,311 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:26:16,410 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:26:46,518 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:27:16,660 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:27:46,747 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:28:16,855 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:28:46,954 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:29:17,085 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:29:47,182 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:30:17,267 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:30:47,371 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:31:17,484 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:31:47,600 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:32:17,712 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:32:47,843 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:33:17,967 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:33:48,082 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:34:18,196 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:34:48,347 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:35:18,447 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:35:48,534 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:36:18,635 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:36:48,757 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:37:18,835 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:37:48,944 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:38:19,051 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:38:49,176 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:39:19,270 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:39:49,423 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:40:19,531 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:40:49,625 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:41:19,732 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:41:49,848 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:42:19,943 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:42:50,048 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:43:20,131 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:43:50,226 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:44:20,334 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:44:50,431 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:45:20,551 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:45:50,649 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:46:20,763 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:46:50,835 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:47:20,983 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:47:51,104 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:48:21,189 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:48:51,279 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:49:21,388 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:49:51,483 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:50:21,593 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:50:51,699 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:51:21,835 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:51:51,928 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:52:22,032 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:52:52,141 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:53:22,253 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:53:52,359 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:54:22,472 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:54:52,610 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:55:22,718 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:55:52,812 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:56:22,948 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:56:53,046 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:57:23,136 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:57:53,293 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:58:23,398 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:58:53,506 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:59:23,613 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:59:53,724 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:00:23,856 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:00:53,959 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:01:24,065 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:01:54,171 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:02:24,259 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:02:54,372 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:03:24,488 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:03:54,581 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:04:24,699 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:04:54,810 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:05:24,904 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:05:54,999 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:06:25,112 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:06:55,221 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:07:25,360 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:07:55,451 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:08:25,541 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:08:55,651 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:09:25,752 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:09:55,839 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:10:25,959 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:10:56,062 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:11:26,192 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:11:56,289 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:12:26,430 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:12:56,531 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:13:26,641 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:13:56,743 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:14:26,819 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:14:56,944 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:15:27,079 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:15:57,184 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:16:27,285 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:16:57,415 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:17:27,514 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:17:57,598 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:18:27,752 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:18:57,865 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:19:27,966 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:19:58,067 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:20:28,171 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:20:58,251 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:21:28,352 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:21:58,448 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:22:28,543 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:22:58,608 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:23:28,736 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:23:58,903 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:24:29,026 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:24:59,143 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:25:29,247 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:25:59,379 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:26:29,451 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:26:59,583 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:27:29,675 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:27:59,776 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:28:29,924 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:29:00,083 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:29:30,191 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:30:00,289 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:30:30,397 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:31:00,547 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:31:30,669 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:32:00,780 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:32:30,904 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:33:01,035 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:33:31,149 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:34:01,268 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:34:31,393 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:35:01,498 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:35:31,606 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:36:01,716 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:36:31,813 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:37:01,920 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:37:32,018 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:38:02,125 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:38:32,229 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:39:02,331 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:39:32,440 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:40:02,567 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:40:32,676 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:41:02,823 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:41:32,939 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:42:03,089 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:42:33,255 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:43:03,356 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:43:33,466 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:44:03,600 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:44:33,702 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:45:03,817 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:45:33,947 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:46:04,076 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:46:34,195 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:47:04,295 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:47:34,403 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:48:04,519 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:48:34,620 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:49:04,715 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:49:34,839 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:50:04,940 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:50:35,057 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:51:05,207 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:51:35,304 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:52:05,409 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:52:35,529 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:53:05,633 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:53:35,736 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:54:05,875 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:54:35,984 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:55:06,088 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:55:36,191 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:56:06,288 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:56:36,392 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:57:06,523 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:57:36,679 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:58:06,783 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:58:36,883 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:59:06,988 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:59:37,104 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:00:07,215 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:00:37,322 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:01:07,463 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:01:37,596 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:02:07,739 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:02:37,824 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:03:07,920 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:03:38,078 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:04:08,177 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:04:38,293 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:05:08,446 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:05:38,591 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:06:08,689 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:06:38,787 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:07:08,924 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:07:39,029 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:08:09,144 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:08:39,256 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:09:09,362 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:09:39,495 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:10:09,607 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:10:39,698 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:11:09,799 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:11:39,900 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:12:10,015 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:12:40,128 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:13:10,283 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:13:40,387 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:14:10,499 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:14:40,649 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:15:10,748 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:15:40,871 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:16:10,971 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:16:41,115 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:17:11,221 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:17:41,380 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:18:11,486 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:18:41,589 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:19:11,701 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:19:41,849 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:20:11,974 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:20:42,082 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:21:12,229 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:21:42,344 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:22:12,460 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:22:42,560 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:23:12,675 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:23:42,789 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:24:12,901 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:24:43,003 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:25:13,129 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:25:43,243 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:26:13,320 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:26:43,431 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:27:13,533 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:27:43,634 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:28:13,755 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:28:43,860 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:29:13,975 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:29:44,119 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:30:14,215 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:30:44,314 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:31:14,414 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:31:44,514 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:32:14,632 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:32:44,806 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:33:14,926 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:33:45,028 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:34:15,130 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:34:45,273 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:35:15,388 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:35:45,544 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:36:15,676 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:36:45,778 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:37:15,930 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:37:46,055 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:38:16,159 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:38:46,290 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:39:16,396 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:39:46,541 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:40:16,636 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:40:46,743 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:41:16,845 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:41:46,995 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:42:17,103 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:42:47,219 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:43:17,375 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:43:47,516 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:44:17,621 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:44:47,726 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:45:17,829 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:45:47,939 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:46:18,044 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:46:48,174 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:47:18,304 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:47:48,415 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:48:18,519 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:48:48,623 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:49:18,719 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:49:48,863 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:50:18,940 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:50:49,068 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:51:19,190 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:51:49,289 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:52:19,392 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:52:49,520 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:53:19,644 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:53:49,779 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:54:19,944 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:54:50,043 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:55:20,147 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:55:50,308 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:56:20,463 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:56:50,565 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:57:20,704 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:57:50,823 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:58:20,979 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:58:51,091 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:59:21,201 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:59:51,355 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:00:21,473 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:00:51,589 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:01:21,734 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:01:51,839 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:02:21,943 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:02:52,048 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:03:22,187 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:03:52,296 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:04:22,392 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:04:52,496 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:05:22,593 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:05:52,705 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:06:22,867 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:06:52,979 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:07:23,058 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:07:53,178 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:08:23,295 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:08:53,397 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:09:23,535 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:09:53,638 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:10:23,783 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:10:53,896 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:11:24,009 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:11:54,086 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:12:24,165 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:12:54,319 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:13:24,450 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:13:54,560 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:14:24,683 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:14:54,783 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:15:24,887 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:15:54,997 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:16:25,148 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:16:55,283 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:17:25,385 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:17:55,463 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:18:25,611 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:18:55,719 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:19:25,871 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:19:55,986 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:20:26,159 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:20:56,266 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:21:26,396 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:21:56,508 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:22:26,678 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:22:56,802 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:23:26,940 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:23:57,084 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:24:27,196 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:24:57,300 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:25:27,444 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:25:57,547 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:26:27,656 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:26:57,799 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:27:27,904 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:27:58,014 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:28:28,120 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:28:58,228 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:29:28,341 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:29:58,506 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:30:28,633 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:30:58,744 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:31:28,905 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:31:59,015 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:32:29,123 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:32:59,249 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:33:29,414 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:33:59,525 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:34:29,635 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:34:59,780 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:35:29,918 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:36:00,026 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:36:30,196 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:37:00,353 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:37:30,499 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:38:00,659 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:38:30,743 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:39:00,851 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:39:30,960 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:40:01,067 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:40:31,182 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:41:01,288 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:41:31,459 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:42:01,565 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:42:31,668 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:43:01,812 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:43:31,924 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:44:02,038 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:44:32,147 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:45:02,297 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:45:32,402 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:46:02,516 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:46:32,640 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:47:02,771 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:47:32,893 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:48:03,000 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:48:33,115 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:49:03,265 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:49:33,388 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:50:03,500 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:50:33,652 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:51:03,791 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:51:33,902 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:52:04,011 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:52:34,130 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:53:04,289 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:53:34,401 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:54:04,484 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:54:34,588 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:55:04,733 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:55:34,859 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:56:04,971 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:56:35,137 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:57:05,246 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:57:35,355 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:58:05,434 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:58:35,548 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:59:05,683 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:59:35,803 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:00:05,924 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:00:36,061 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:01:06,171 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:01:36,281 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:02:06,434 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:02:36,594 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:03:06,703 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:03:36,810 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:04:06,959 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:04:37,069 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:05:07,196 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:05:37,343 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:06:07,455 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:06:37,602 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:07:07,787 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:07:37,895 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:08:08,007 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:08:38,159 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:09:08,235 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:09:38,339 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:10:08,451 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:10:38,577 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:11:08,690 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:11:38,800 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:12:08,947 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:12:39,059 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:13:09,184 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:13:39,340 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:14:09,502 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:14:39,667 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:15:09,792 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:15:39,922 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:16:10,029 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:16:40,114 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:17:10,220 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:17:40,373 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:18:10,534 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:18:40,647 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:19:10,816 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:19:40,943 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:20:11,079 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:20:41,181 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:21:11,289 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:21:41,404 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:22:11,527 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:22:41,645 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:23:11,771 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:23:41,881 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:24:12,034 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:24:42,146 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:25:12,299 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:25:42,440 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:26:12,596 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:26:42,779 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:27:12,951 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:27:43,063 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:28:13,185 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:28:43,332 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:29:13,492 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:29:43,652 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:30:13,765 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:30:43,887 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:31:14,027 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:31:44,136 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:32:14,295 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:32:44,419 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:33:14,580 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:33:44,717 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:34:14,832 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:34:44,943 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:35:15,092 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:35:45,205 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:36:15,317 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:36:45,461 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:37:15,575 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:37:45,686 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:38:15,876 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:38:45,988 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:39:16,104 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:39:46,216 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:40:16,328 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:40:46,464 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:41:16,561 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:41:46,679 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:42:16,773 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:42:46,900 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:43:17,073 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:43:47,229 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:44:17,391 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:44:47,519 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:45:17,677 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:45:47,791 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:46:17,909 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:46:48,095 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:47:18,211 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:47:48,339 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:48:18,466 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:48:48,580 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:49:18,723 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:49:48,856 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:50:18,971 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:50:49,084 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:51:19,255 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:51:49,379 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:52:19,496 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:52:49,676 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:53:19,799 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:53:49,902 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:54:20,079 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:54:50,239 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:55:20,367 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:55:50,541 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:56:20,652 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:56:50,787 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:57:20,913 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:57:51,032 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:58:21,199 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:58:51,327 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:59:21,415 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:59:51,523 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:00:21,640 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:00:51,769 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:01:21,863 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:01:51,976 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:02:22,119 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:02:52,231 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:03:22,346 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:03:52,521 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:04:22,638 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:04:52,755 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:05:22,869 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:05:52,987 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:06:23,101 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:06:53,237 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:07:23,348 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:07:53,463 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:08:23,593 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:08:53,694 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:09:23,831 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:09:53,946 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:10:24,059 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:10:54,184 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:11:24,370 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:11:54,488 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:12:24,603 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:12:54,752 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:13:24,871 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:13:54,991 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:14:25,108 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:14:55,288 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:15:25,403 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:15:55,523 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:16:25,684 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:16:55,791 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:17:25,899 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:17:56,069 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:18:26,185 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:18:56,298 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:19:26,478 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:19:56,609 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:20:26,723 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:20:56,848 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:21:26,999 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:21:57,136 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:22:27,233 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:22:57,379 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:23:27,499 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:23:57,617 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:24:27,792 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:24:57,909 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:25:28,023 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:25:58,143 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:26:28,263 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:26:58,388 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:27:28,502 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:27:58,619 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:28:28,732 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:28:58,864 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:29:28,979 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:29:59,113 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:30:29,276 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:30:59,360 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:31:29,481 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:31:59,630 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:32:29,760 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:32:59,915 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:33:30,075 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:34:00,203 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:34:30,321 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:35:00,456 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:35:30,572 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:36:00,687 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:36:30,827 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:37:00,964 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:37:31,076 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:38:01,224 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:38:31,365 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:39:01,510 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:39:31,651 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:40:01,771 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:40:31,911 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:41:02,067 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:41:32,183 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:42:02,320 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:42:32,460 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:43:02,581 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:43:32,718 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:44:02,861 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:44:32,965 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:45:03,087 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:45:33,232 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:46:03,378 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:46:33,497 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:47:03,617 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:47:33,732 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:48:03,898 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:48:34,054 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:49:04,172 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:49:34,366 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:50:04,525 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:50:34,640 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:51:04,759 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:51:34,937 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:52:05,055 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:52:35,194 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:53:05,318 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:53:35,433 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:54:05,548 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:54:35,691 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:55:05,810 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:55:35,930 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:56:06,064 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:56:36,187 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:57:06,325 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:57:36,449 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:58:06,566 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:58:36,711 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:59:06,823 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:59:36,981 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:00:07,154 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:00:37,271 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:01:07,384 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:01:37,538 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:02:07,655 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:02:37,771 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:03:07,927 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:03:38,063 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:04:08,183 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:04:38,321 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:05:08,448 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:05:38,639 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:06:08,762 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:06:38,898 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:07:09,085 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:07:39,257 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:08:09,378 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:08:39,522 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:09:09,644 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:09:39,829 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:10:09,956 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:10:40,092 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:11:10,232 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:11:40,337 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:12:10,475 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:12:40,644 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:13:10,765 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:13:40,903 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:14:11,050 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:14:41,166 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:15:11,304 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:15:41,455 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:16:11,571 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:16:41,687 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:17:11,808 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:17:41,944 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:18:12,092 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:18:42,231 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:19:12,347 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:19:42,474 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:20:12,596 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:20:42,760 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:21:12,907 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:21:43,028 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:22:13,171 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:22:43,282 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:23:13,461 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:23:43,597 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:24:13,731 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:24:43,831 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:25:14,029 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:25:44,155 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:26:14,277 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:26:44,435 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:27:14,568 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:27:44,699 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:28:14,828 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:28:44,999 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:29:15,172 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:29:45,297 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:30:15,447 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:30:45,570 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:31:15,688 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:31:45,843 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:32:15,990 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:32:46,124 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:33:16,257 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:33:46,386 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:34:16,510 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:34:46,639 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:35:16,801 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:35:46,915 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:36:17,021 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:36:47,209 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:37:17,331 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:37:47,451 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:38:17,577 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:38:47,708 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:39:17,861 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:39:47,963 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:40:18,080 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:40:48,254 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:41:18,385 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:41:48,512 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:42:18,669 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:42:48,855 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:43:18,990 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:43:49,123 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:44:19,263 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:44:49,387 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:45:19,501 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:45:49,682 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:46:19,800 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:46:49,920 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:47:20,063 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:47:50,198 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:48:20,331 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:48:50,487 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:49:20,603 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:49:50,725 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:50:20,887 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:50:51,010 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:51:21,100 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:51:51,285 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:52:21,425 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:52:51,515 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:53:21,672 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:53:51,772 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:54:21,891 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:54:52,021 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:55:22,167 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:55:52,303 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:56:22,462 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:56:52,591 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:57:22,715 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:57:52,863 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:58:22,991 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:58:53,122 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:59:23,272 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:59:53,383 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:00:23,530 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:00:53,687 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:01:23,828 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:01:53,974 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:02:24,097 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:02:54,297 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:03:24,420 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:03:54,619 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:04:24,746 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:04:54,936 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:05:25,075 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:05:55,222 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:06:25,319 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:06:55,471 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:07:25,608 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:07:55,779 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:08:25,924 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:08:56,059 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:09:26,174 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:09:56,330 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:10:26,449 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:10:56,618 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:11:26,746 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:11:56,875 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:12:27,004 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:12:57,149 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:13:27,322 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:13:57,460 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:14:27,617 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:14:57,745 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:15:27,910 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:15:58,051 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:16:28,193 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:16:58,374 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:17:28,500 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:17:58,672 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:18:28,822 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:18:58,980 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:19:29,177 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:19:59,303 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:20:29,420 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:20:59,579 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:21:29,690 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:21:59,835 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:22:29,974 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:23:00,117 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:23:30,240 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:24:00,403 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:24:30,555 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:25:00,708 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:25:30,832 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:26:00,976 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:26:31,088 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:27:01,262 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:27:31,446 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:28:01,576 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:28:31,735 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:29:01,880 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:29:32,039 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:30:02,164 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:30:32,311 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:31:02,438 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:31:32,621 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:32:02,763 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:32:32,888 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:33:03,063 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:33:33,176 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:34:03,324 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:34:33,460 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:35:03,627 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:35:33,789 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:36:03,920 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:36:34,043 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:37:04,224 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:37:34,379 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:38:04,501 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:38:34,670 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:39:04,796 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:39:34,921 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:40:05,045 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:40:35,170 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:41:05,345 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:41:35,495 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:42:05,618 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:42:35,762 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:43:05,886 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:43:36,022 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:44:06,148 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:44:36,296 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:45:06,421 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:45:36,546 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:46:06,699 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:46:36,827 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:47:06,924 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:47:37,105 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:48:07,233 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:48:37,332 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:49:07,506 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:49:37,627 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:50:07,743 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:50:37,915 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:51:08,036 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:51:38,228 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:52:08,380 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:52:38,507 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:53:08,679 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:53:38,829 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:54:08,958 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:54:39,101 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:55:09,235 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:55:39,370 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:56:09,518 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:56:39,651 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:57:09,776 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:57:39,907 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:58:10,047 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:58:40,173 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:59:10,324 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:59:40,467 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:00:10,607 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:00:40,756 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:01:10,888 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:01:41,031 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:02:11,207 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:02:41,332 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:03:11,524 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:03:41,654 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:04:11,781 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:04:41,975 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:05:12,140 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:05:42,269 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:06:12,474 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:06:42,605 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:07:12,754 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:07:42,913 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:08:13,078 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:08:43,203 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:09:13,335 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:09:43,537 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:10:13,643 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:10:43,768 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:11:13,890 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:11:44,016 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:12:14,195 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:12:44,376 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:13:14,523 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:13:44,647 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:14:14,776 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:14:44,939 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:15:15,075 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:15:45,211 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:16:15,361 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:16:45,520 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:17:15,664 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:17:45,816 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:18:15,977 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:18:46,156 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:19:16,333 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:19:46,472 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:20:16,675 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:20:46,823 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:21:16,952 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:21:47,138 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:22:17,267 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:22:47,396 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:23:17,574 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:23:47,685 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:24:17,824 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:24:48,032 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:25:18,197 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:25:48,361 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:26:18,545 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:26:48,675 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:27:18,825 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:27:49,002 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:28:19,136 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:28:49,262 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:29:19,408 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:29:49,554 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:30:19,678 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:30:49,852 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:31:19,983 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:31:50,176 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:32:20,303 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:32:50,431 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:33:20,618 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:33:50,748 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:34:20,900 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:34:51,032 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:35:21,180 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:35:51,311 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:36:21,489 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:36:51,643 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:37:21,772 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:37:51,907 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:38:22,077 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:38:52,251 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:39:22,436 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:39:52,615 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:40:22,750 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:40:52,871 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:41:23,000 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:41:53,187 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:42:23,322 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:42:53,512 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:43:23,640 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:43:53,775 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:44:23,985 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:44:54,149 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:45:24,284 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:45:54,475 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:46:24,608 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:46:54,756 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:47:24,908 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:47:55,077 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:48:25,268 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:48:55,423 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:49:25,552 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:49:55,700 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:50:25,860 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:50:55,991 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:51:26,178 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:51:56,311 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:52:26,448 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:52:56,625 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:53:26,765 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:53:56,894 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:54:27,021 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:54:57,173 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:55:27,309 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:55:57,493 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:56:27,626 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:56:57,752 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:57:27,935 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:57:58,063 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:58:28,212 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:58:58,394 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:59:28,517 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:59:58,665 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:00:28,807 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:00:58,940 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:01:29,107 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:01:59,239 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:02:29,380 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:02:59,569 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:03:29,699 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:03:59,851 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:04:29,955 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:05:00,091 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:05:30,225 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:06:00,364 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:06:30,521 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:07:00,656 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:07:30,829 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:08:00,962 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:08:31,122 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:09:01,260 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:09:31,452 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:10:01,584 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:10:31,724 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:11:01,898 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:11:32,085 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:12:02,227 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:12:32,412 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:13:02,547 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:13:32,694 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:14:02,823 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:14:32,957 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:15:03,061 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:15:33,221 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:16:03,439 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:16:33,632 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:17:03,765 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:17:33,896 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:18:04,024 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:18:34,159 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:19:04,289 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:19:34,490 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:20:04,663 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:20:34,870 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:21:05,011 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:21:35,164 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:22:05,315 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:22:35,451 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:23:05,576 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:23:35,709 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:24:05,878 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:24:36,019 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:25:06,235 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:25:36,423 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:26:06,564 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:26:36,716 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:27:06,874 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:27:37,025 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:28:07,156 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:28:37,348 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:29:07,480 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:29:37,619 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:30:07,799 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:30:37,950 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:31:08,138 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:31:38,302 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:32:08,435 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:32:38,567 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:33:08,704 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:33:38,892 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:34:09,057 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:34:39,227 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:35:09,401 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:35:39,535 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:36:09,668 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:36:39,844 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:37:09,984 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:37:40,151 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:38:10,371 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:38:40,508 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:39:10,655 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:39:40,802 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:40:11,014 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:40:41,153 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:41:19,049 - testrun_4a235016 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4a235016', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:41:24,056 - testrun_4a235016 - [INFO] - [E:0| 0]: Train Loss:0.69709, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:42:27,852 - testrun_4a235016 - [INFO] - [E:0| 100]: Train Loss:0.16764, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:43:31,754 - testrun_4a235016 - [INFO] - [E:0| 200]: Train Loss:0.094394, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:44:41,776 - testrun_4a235016 - [INFO] - [E:0| 300]: Train Loss:0.066265, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:46:34,178 - testrun_4a235016 - [INFO] - [E:0| 400]: Train Loss:0.051291, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:48:26,899 - testrun_4a235016 - [INFO] - [E:0| 500]: Train Loss:0.041974, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:50:19,555 - testrun_4a235016 - [INFO] - [E:0| 600]: Train Loss:0.035605, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:52:12,579 - testrun_4a235016 - [INFO] - [E:0| 700]: Train Loss:0.030975, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:54:04,571 - testrun_4a235016 - [INFO] - [E:0| 800]: Train Loss:0.027464, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:55:33,366 - testrun_4a235016 - [INFO] - [E:0| 900]: Train Loss:0.0247, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:56:37,434 - testrun_4a235016 - [INFO] - [E:0| 1000]: Train Loss:0.022474, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:57:41,727 - testrun_4a235016 - [INFO] - [E:0| 1100]: Train Loss:0.020642, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:58:46,282 - testrun_4a235016 - [INFO] - [E:0| 1200]: Train Loss:0.019106, Val MRR:0.0, testrun_4a235016 +2023-05-31 06:59:50,630 - testrun_4a235016 - [INFO] - [E:0| 1300]: Train Loss:0.0178, Val MRR:0.0, testrun_4a235016 +2023-05-31 07:01:17,128 - testrun_4a235016 - [INFO] - [E:0| 1400]: Train Loss:0.016678, Val MRR:0.0, testrun_4a235016 +2023-05-31 07:02:31,748 - testrun_4a235016 - [INFO] - [E:0| 1500]: Train Loss:0.015702, Val MRR:0.0, testrun_4a235016 +2023-05-31 07:03:36,012 - testrun_4a235016 - [INFO] - [E:0| 1600]: Train Loss:0.014844, Val MRR:0.0, testrun_4a235016 +2023-05-31 07:04:36,028 - testrun_4a235016 - [INFO] - [Epoch:0]: Training Loss:0.01433 + +2023-05-31 07:04:36,273 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 07:04:58,028 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 07:05:10,697 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 07:05:32,468 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 07:05:44,851 - testrun_4a235016 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.06083, Head : 0.00208, Avg : 0.03145 + +2023-05-31 07:05:45,936 - testrun_4a235016 - [INFO] - [Epoch 0]: Training Loss: 0.014333, Valid MRR: 0.03145, + + + +2023-05-31 07:05:46,618 - testrun_4a235016 - [INFO] - [E:1| 0]: Train Loss:0.0016839, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:06:50,512 - testrun_4a235016 - [INFO] - [E:1| 100]: Train Loss:0.001919, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:07:54,465 - testrun_4a235016 - [INFO] - [E:1| 200]: Train Loss:0.0019188, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:08:58,429 - testrun_4a235016 - [INFO] - [E:1| 300]: Train Loss:0.0018977, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:10:02,580 - testrun_4a235016 - [INFO] - [E:1| 400]: Train Loss:0.0018911, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:11:06,554 - testrun_4a235016 - [INFO] - [E:1| 500]: Train Loss:0.0018705, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:12:10,708 - testrun_4a235016 - [INFO] - [E:1| 600]: Train Loss:0.001865, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:13:15,073 - testrun_4a235016 - [INFO] - [E:1| 700]: Train Loss:0.0018595, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:14:28,178 - testrun_4a235016 - [INFO] - [E:1| 800]: Train Loss:0.0018555, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:15:36,342 - testrun_4a235016 - [INFO] - [E:1| 900]: Train Loss:0.0018556, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:16:45,092 - testrun_4a235016 - [INFO] - [E:1| 1000]: Train Loss:0.0018512, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:17:57,775 - testrun_4a235016 - [INFO] - [E:1| 1100]: Train Loss:0.0018532, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:19:02,064 - testrun_4a235016 - [INFO] - [E:1| 1200]: Train Loss:0.0018492, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:20:14,784 - testrun_4a235016 - [INFO] - [E:1| 1300]: Train Loss:0.0018449, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:21:19,110 - testrun_4a235016 - [INFO] - [E:1| 1400]: Train Loss:0.0018408, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:22:23,073 - testrun_4a235016 - [INFO] - [E:1| 1500]: Train Loss:0.0018374, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:23:27,114 - testrun_4a235016 - [INFO] - [E:1| 1600]: Train Loss:0.0018342, Val MRR:0.03145, testrun_4a235016 +2023-05-31 07:24:08,873 - testrun_4a235016 - [INFO] - [Epoch:1]: Training Loss:0.00183 + +2023-05-31 07:24:09,118 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 07:24:30,723 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 07:24:43,234 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 07:25:04,982 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 07:25:17,367 - testrun_4a235016 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07146, Head : 0.01328, Avg : 0.04237 + +2023-05-31 07:25:18,383 - testrun_4a235016 - [INFO] - [Epoch 1]: Training Loss: 0.0018299, Valid MRR: 0.04237, + + + +2023-05-31 07:25:19,063 - testrun_4a235016 - [INFO] - [E:2| 0]: Train Loss:0.0018086, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:26:23,002 - testrun_4a235016 - [INFO] - [E:2| 100]: Train Loss:0.0017718, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:27:27,132 - testrun_4a235016 - [INFO] - [E:2| 200]: Train Loss:0.0017638, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:28:31,474 - testrun_4a235016 - [INFO] - [E:2| 300]: Train Loss:0.0017652, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:30:09,313 - testrun_4a235016 - [INFO] - [E:2| 400]: Train Loss:0.0017673, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:32:13,587 - testrun_4a235016 - [INFO] - [E:2| 500]: Train Loss:0.0017592, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:34:17,877 - testrun_4a235016 - [INFO] - [E:2| 600]: Train Loss:0.0017577, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:36:22,307 - testrun_4a235016 - [INFO] - [E:2| 700]: Train Loss:0.0017587, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:38:26,648 - testrun_4a235016 - [INFO] - [E:2| 800]: Train Loss:0.0017588, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:40:31,131 - testrun_4a235016 - [INFO] - [E:2| 900]: Train Loss:0.0017572, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:42:35,429 - testrun_4a235016 - [INFO] - [E:2| 1000]: Train Loss:0.001759, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:44:40,370 - testrun_4a235016 - [INFO] - [E:2| 1100]: Train Loss:0.0017553, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:46:44,832 - testrun_4a235016 - [INFO] - [E:2| 1200]: Train Loss:0.0017504, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:48:49,146 - testrun_4a235016 - [INFO] - [E:2| 1300]: Train Loss:0.0017452, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:50:53,523 - testrun_4a235016 - [INFO] - [E:2| 1400]: Train Loss:0.0017429, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:52:57,604 - testrun_4a235016 - [INFO] - [E:2| 1500]: Train Loss:0.001742, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:55:01,570 - testrun_4a235016 - [INFO] - [E:2| 1600]: Train Loss:0.0017378, Val MRR:0.04237, testrun_4a235016 +2023-05-31 07:56:22,755 - testrun_4a235016 - [INFO] - [Epoch:2]: Training Loss:0.001736 + +2023-05-31 07:56:23,209 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 07:57:07,338 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 07:57:32,857 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 07:58:17,148 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 07:58:42,323 - testrun_4a235016 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.17461, Head : 0.00881, Avg : 0.09171 + +2023-05-31 07:58:43,585 - testrun_4a235016 - [INFO] - [Epoch 2]: Training Loss: 0.0017356, Valid MRR: 0.09171, + + + +2023-05-31 07:58:44,694 - testrun_4a235016 - [INFO] - [E:3| 0]: Train Loss:0.0016738, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:00:49,164 - testrun_4a235016 - [INFO] - [E:3| 100]: Train Loss:0.0016969, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:02:53,877 - testrun_4a235016 - [INFO] - [E:3| 200]: Train Loss:0.0016919, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:04:58,207 - testrun_4a235016 - [INFO] - [E:3| 300]: Train Loss:0.0016765, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:06:52,151 - testrun_4a235016 - [INFO] - [E:3| 400]: Train Loss:0.0016644, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:08:34,468 - testrun_4a235016 - [INFO] - [E:3| 500]: Train Loss:0.0016556, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:10:04,684 - testrun_4a235016 - [INFO] - [E:3| 600]: Train Loss:0.0016543, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:11:08,692 - testrun_4a235016 - [INFO] - [E:3| 700]: Train Loss:0.0016514, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:12:12,730 - testrun_4a235016 - [INFO] - [E:3| 800]: Train Loss:0.0016506, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:13:16,812 - testrun_4a235016 - [INFO] - [E:3| 900]: Train Loss:0.0016456, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:14:20,834 - testrun_4a235016 - [INFO] - [E:3| 1000]: Train Loss:0.0016418, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:15:24,972 - testrun_4a235016 - [INFO] - [E:3| 1100]: Train Loss:0.0016375, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:16:29,060 - testrun_4a235016 - [INFO] - [E:3| 1200]: Train Loss:0.0016359, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:17:33,162 - testrun_4a235016 - [INFO] - [E:3| 1300]: Train Loss:0.0016308, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:18:37,332 - testrun_4a235016 - [INFO] - [E:3| 1400]: Train Loss:0.0016269, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:19:41,416 - testrun_4a235016 - [INFO] - [E:3| 1500]: Train Loss:0.0016228, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:20:45,587 - testrun_4a235016 - [INFO] - [E:3| 1600]: Train Loss:0.0016192, Val MRR:0.09171, testrun_4a235016 +2023-05-31 08:21:27,494 - testrun_4a235016 - [INFO] - [Epoch:3]: Training Loss:0.001617 + +2023-05-31 08:21:27,739 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 08:21:49,378 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 08:22:01,924 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 08:22:23,753 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 08:22:36,154 - testrun_4a235016 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.25005, Head : 0.07079, Avg : 0.16042 + +2023-05-31 08:22:37,236 - testrun_4a235016 - [INFO] - [Epoch 3]: Training Loss: 0.0016169, Valid MRR: 0.16042, + + + +2023-05-31 08:22:37,923 - testrun_4a235016 - [INFO] - [E:4| 0]: Train Loss:0.0018049, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:23:42,081 - testrun_4a235016 - [INFO] - [E:4| 100]: Train Loss:0.0015487, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:24:46,336 - testrun_4a235016 - [INFO] - [E:4| 200]: Train Loss:0.0015561, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:25:50,632 - testrun_4a235016 - [INFO] - [E:4| 300]: Train Loss:0.0015538, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:26:55,497 - testrun_4a235016 - [INFO] - [E:4| 400]: Train Loss:0.0015485, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:27:59,617 - testrun_4a235016 - [INFO] - [E:4| 500]: Train Loss:0.0015425, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:29:04,074 - testrun_4a235016 - [INFO] - [E:4| 600]: Train Loss:0.0015381, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:30:20,211 - testrun_4a235016 - [INFO] - [E:4| 700]: Train Loss:0.0015355, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:32:26,019 - testrun_4a235016 - [INFO] - [E:4| 800]: Train Loss:0.0015333, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:34:31,773 - testrun_4a235016 - [INFO] - [E:4| 900]: Train Loss:0.0015309, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:36:37,486 - testrun_4a235016 - [INFO] - [E:4| 1000]: Train Loss:0.0015294, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:38:43,400 - testrun_4a235016 - [INFO] - [E:4| 1100]: Train Loss:0.0015267, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:40:49,326 - testrun_4a235016 - [INFO] - [E:4| 1200]: Train Loss:0.001525, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:42:54,240 - testrun_4a235016 - [INFO] - [E:4| 1300]: Train Loss:0.001522, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:44:58,802 - testrun_4a235016 - [INFO] - [E:4| 1400]: Train Loss:0.0015188, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:47:03,492 - testrun_4a235016 - [INFO] - [E:4| 1500]: Train Loss:0.0015157, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:49:08,126 - testrun_4a235016 - [INFO] - [E:4| 1600]: Train Loss:0.0015136, Val MRR:0.16042, testrun_4a235016 +2023-05-31 08:50:29,645 - testrun_4a235016 - [INFO] - [Epoch:4]: Training Loss:0.001511 + +2023-05-31 08:50:30,130 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 08:51:14,195 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 08:51:39,815 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 08:52:24,299 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 08:52:49,628 - testrun_4a235016 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.29172, Head : 0.0985, Avg : 0.19511 + +2023-05-31 08:52:50,749 - testrun_4a235016 - [INFO] - [Epoch 4]: Training Loss: 0.0015111, Valid MRR: 0.19511, + + + +2023-05-31 08:52:52,032 - testrun_4a235016 - [INFO] - [E:5| 0]: Train Loss:0.0014184, Val MRR:0.19511, testrun_4a235016 +2023-05-31 08:54:56,480 - testrun_4a235016 - [INFO] - [E:5| 100]: Train Loss:0.0014455, Val MRR:0.19511, testrun_4a235016 +2023-05-31 08:57:01,139 - testrun_4a235016 - [INFO] - [E:5| 200]: Train Loss:0.0014376, Val MRR:0.19511, testrun_4a235016 +2023-05-31 08:59:05,743 - testrun_4a235016 - [INFO] - [E:5| 300]: Train Loss:0.0014361, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:01:10,709 - testrun_4a235016 - [INFO] - [E:5| 400]: Train Loss:0.0014347, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:03:15,377 - testrun_4a235016 - [INFO] - [E:5| 500]: Train Loss:0.0014357, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:05:20,124 - testrun_4a235016 - [INFO] - [E:5| 600]: Train Loss:0.0014328, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:07:21,637 - testrun_4a235016 - [INFO] - [E:5| 700]: Train Loss:0.0014313, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:09:02,612 - testrun_4a235016 - [INFO] - [E:5| 800]: Train Loss:0.0014297, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:10:45,471 - testrun_4a235016 - [INFO] - [E:5| 900]: Train Loss:0.0014255, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:12:46,263 - testrun_4a235016 - [INFO] - [E:5| 1000]: Train Loss:0.0014233, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:14:50,862 - testrun_4a235016 - [INFO] - [E:5| 1100]: Train Loss:0.0014204, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:16:55,362 - testrun_4a235016 - [INFO] - [E:5| 1200]: Train Loss:0.0014171, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:19:00,060 - testrun_4a235016 - [INFO] - [E:5| 1300]: Train Loss:0.0014128, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:21:04,856 - testrun_4a235016 - [INFO] - [E:5| 1400]: Train Loss:0.0014083, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:23:09,558 - testrun_4a235016 - [INFO] - [E:5| 1500]: Train Loss:0.0014054, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:25:14,354 - testrun_4a235016 - [INFO] - [E:5| 1600]: Train Loss:0.0014024, Val MRR:0.19511, testrun_4a235016 +2023-05-31 09:26:35,732 - testrun_4a235016 - [INFO] - [Epoch:5]: Training Loss:0.001401 + +2023-05-31 09:26:36,228 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 09:27:20,312 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 09:27:45,852 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 09:28:30,546 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 09:28:55,995 - testrun_4a235016 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.3619, Head : 0.13335, Avg : 0.24763 + +2023-05-31 09:28:57,246 - testrun_4a235016 - [INFO] - [Epoch 5]: Training Loss: 0.0014005, Valid MRR: 0.24763, + + + +2023-05-31 09:28:58,373 - testrun_4a235016 - [INFO] - [E:6| 0]: Train Loss:0.0013781, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:31:04,331 - testrun_4a235016 - [INFO] - [E:6| 100]: Train Loss:0.0013571, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:33:10,284 - testrun_4a235016 - [INFO] - [E:6| 200]: Train Loss:0.0013502, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:35:16,248 - testrun_4a235016 - [INFO] - [E:6| 300]: Train Loss:0.0013469, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:37:22,298 - testrun_4a235016 - [INFO] - [E:6| 400]: Train Loss:0.0013427, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:39:28,360 - testrun_4a235016 - [INFO] - [E:6| 500]: Train Loss:0.0013359, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:41:34,486 - testrun_4a235016 - [INFO] - [E:6| 600]: Train Loss:0.0013342, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:43:40,386 - testrun_4a235016 - [INFO] - [E:6| 700]: Train Loss:0.0013315, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:45:46,165 - testrun_4a235016 - [INFO] - [E:6| 800]: Train Loss:0.0013283, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:47:52,124 - testrun_4a235016 - [INFO] - [E:6| 900]: Train Loss:0.0013246, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:49:40,782 - testrun_4a235016 - [INFO] - [E:6| 1000]: Train Loss:0.0013227, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:51:25,768 - testrun_4a235016 - [INFO] - [E:6| 1100]: Train Loss:0.0013205, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:53:25,514 - testrun_4a235016 - [INFO] - [E:6| 1200]: Train Loss:0.001318, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:55:30,099 - testrun_4a235016 - [INFO] - [E:6| 1300]: Train Loss:0.0013153, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:57:35,498 - testrun_4a235016 - [INFO] - [E:6| 1400]: Train Loss:0.0013128, Val MRR:0.24763, testrun_4a235016 +2023-05-31 09:59:41,307 - testrun_4a235016 - [INFO] - [E:6| 1500]: Train Loss:0.0013114, Val MRR:0.24763, testrun_4a235016 +2023-05-31 10:01:47,275 - testrun_4a235016 - [INFO] - [E:6| 1600]: Train Loss:0.0013084, Val MRR:0.24763, testrun_4a235016 +2023-05-31 10:03:09,588 - testrun_4a235016 - [INFO] - [Epoch:6]: Training Loss:0.001308 + +2023-05-31 10:03:10,113 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 10:03:54,814 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 10:04:20,707 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 10:05:05,501 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 10:05:31,170 - testrun_4a235016 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.37982, Head : 0.15709, Avg : 0.26845 + +2023-05-31 10:05:32,288 - testrun_4a235016 - [INFO] - [Epoch 6]: Training Loss: 0.0013077, Valid MRR: 0.26845, + + + +2023-05-31 10:05:33,597 - testrun_4a235016 - [INFO] - [E:7| 0]: Train Loss:0.0013136, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:07:39,622 - testrun_4a235016 - [INFO] - [E:7| 100]: Train Loss:0.0012759, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:09:45,947 - testrun_4a235016 - [INFO] - [E:7| 200]: Train Loss:0.00127, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:11:51,845 - testrun_4a235016 - [INFO] - [E:7| 300]: Train Loss:0.0012661, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:13:57,797 - testrun_4a235016 - [INFO] - [E:7| 400]: Train Loss:0.001266, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:16:03,796 - testrun_4a235016 - [INFO] - [E:7| 500]: Train Loss:0.0012641, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:18:10,097 - testrun_4a235016 - [INFO] - [E:7| 600]: Train Loss:0.0012616, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:20:16,075 - testrun_4a235016 - [INFO] - [E:7| 700]: Train Loss:0.0012597, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:22:22,232 - testrun_4a235016 - [INFO] - [E:7| 800]: Train Loss:0.0012575, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:24:28,296 - testrun_4a235016 - [INFO] - [E:7| 900]: Train Loss:0.0012559, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:26:34,301 - testrun_4a235016 - [INFO] - [E:7| 1000]: Train Loss:0.0012545, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:28:40,271 - testrun_4a235016 - [INFO] - [E:7| 1100]: Train Loss:0.0012529, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:30:27,123 - testrun_4a235016 - [INFO] - [E:7| 1200]: Train Loss:0.0012514, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:32:11,973 - testrun_4a235016 - [INFO] - [E:7| 1300]: Train Loss:0.0012495, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:34:14,537 - testrun_4a235016 - [INFO] - [E:7| 1400]: Train Loss:0.0012484, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:36:20,498 - testrun_4a235016 - [INFO] - [E:7| 1500]: Train Loss:0.0012463, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:38:26,234 - testrun_4a235016 - [INFO] - [E:7| 1600]: Train Loss:0.0012448, Val MRR:0.26845, testrun_4a235016 +2023-05-31 10:39:48,688 - testrun_4a235016 - [INFO] - [Epoch:7]: Training Loss:0.001244 + +2023-05-31 10:39:49,129 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 10:40:33,958 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 10:40:59,645 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 10:41:44,752 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 10:42:10,401 - testrun_4a235016 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.39536, Head : 0.19391, Avg : 0.29463 + +2023-05-31 10:42:11,600 - testrun_4a235016 - [INFO] - [Epoch 7]: Training Loss: 0.0012439, Valid MRR: 0.29463, + + + +2023-05-31 10:42:12,733 - testrun_4a235016 - [INFO] - [E:8| 0]: Train Loss:0.0013031, Val MRR:0.29463, testrun_4a235016 +2023-05-31 10:44:18,863 - testrun_4a235016 - [INFO] - [E:8| 100]: Train Loss:0.0012075, Val MRR:0.29463, testrun_4a235016 +2023-05-31 10:46:25,049 - testrun_4a235016 - [INFO] - [E:8| 200]: Train Loss:0.0012081, Val MRR:0.29463, testrun_4a235016 +2023-05-31 10:48:31,421 - testrun_4a235016 - [INFO] - [E:8| 300]: Train Loss:0.0012051, Val MRR:0.29463, testrun_4a235016 +2023-05-31 10:50:37,399 - testrun_4a235016 - [INFO] - [E:8| 400]: Train Loss:0.0012082, Val MRR:0.29463, testrun_4a235016 +2023-05-31 10:52:43,252 - testrun_4a235016 - [INFO] - [E:8| 500]: Train Loss:0.0012074, Val MRR:0.29463, testrun_4a235016 +2023-05-31 10:54:49,243 - testrun_4a235016 - [INFO] - [E:8| 600]: Train Loss:0.0012049, Val MRR:0.29463, testrun_4a235016 +2023-05-31 10:56:55,170 - testrun_4a235016 - [INFO] - [E:8| 700]: Train Loss:0.0012056, Val MRR:0.29463, testrun_4a235016 +2023-05-31 10:59:01,147 - testrun_4a235016 - [INFO] - [E:8| 800]: Train Loss:0.0012046, Val MRR:0.29463, testrun_4a235016 +2023-05-31 11:01:06,895 - testrun_4a235016 - [INFO] - [E:8| 900]: Train Loss:0.0012055, Val MRR:0.29463, testrun_4a235016 +2023-05-31 11:03:12,773 - testrun_4a235016 - [INFO] - [E:8| 1000]: Train Loss:0.0012065, Val MRR:0.29463, testrun_4a235016 +2023-05-31 11:05:18,617 - testrun_4a235016 - [INFO] - [E:8| 1100]: Train Loss:0.0012054, Val MRR:0.29463, testrun_4a235016 +2023-05-31 11:07:24,444 - testrun_4a235016 - [INFO] - [E:8| 1200]: Train Loss:0.0012047, Val MRR:0.29463, testrun_4a235016 +2023-05-31 11:09:30,255 - testrun_4a235016 - [INFO] - [E:8| 1300]: Train Loss:0.0012039, Val MRR:0.29463, testrun_4a235016 +2023-05-31 11:11:14,620 - testrun_4a235016 - [INFO] - [E:8| 1400]: Train Loss:0.0012031, Val MRR:0.29463, testrun_4a235016 +2023-05-31 11:13:00,495 - testrun_4a235016 - [INFO] - [E:8| 1500]: Train Loss:0.0012019, Val MRR:0.29463, testrun_4a235016 +2023-05-31 11:15:06,174 - testrun_4a235016 - [INFO] - [E:8| 1600]: Train Loss:0.0012026, Val MRR:0.29463, testrun_4a235016 +2023-05-31 11:16:28,321 - testrun_4a235016 - [INFO] - [Epoch:8]: Training Loss:0.001202 + +2023-05-31 11:16:28,724 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 11:17:13,330 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 11:17:39,293 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 11:18:24,282 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 11:18:49,887 - testrun_4a235016 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.42227, Head : 0.19618, Avg : 0.30922 + +2023-05-31 11:18:51,033 - testrun_4a235016 - [INFO] - [Epoch 8]: Training Loss: 0.0012023, Valid MRR: 0.30922, + + + +2023-05-31 11:18:52,349 - testrun_4a235016 - [INFO] - [E:9| 0]: Train Loss:0.0011533, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:20:58,099 - testrun_4a235016 - [INFO] - [E:9| 100]: Train Loss:0.0011858, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:23:03,810 - testrun_4a235016 - [INFO] - [E:9| 200]: Train Loss:0.001184, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:25:09,527 - testrun_4a235016 - [INFO] - [E:9| 300]: Train Loss:0.0011825, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:27:15,232 - testrun_4a235016 - [INFO] - [E:9| 400]: Train Loss:0.0011834, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:29:20,919 - testrun_4a235016 - [INFO] - [E:9| 500]: Train Loss:0.0011806, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:31:26,418 - testrun_4a235016 - [INFO] - [E:9| 600]: Train Loss:0.0011787, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:33:32,041 - testrun_4a235016 - [INFO] - [E:9| 700]: Train Loss:0.0011782, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:35:37,689 - testrun_4a235016 - [INFO] - [E:9| 800]: Train Loss:0.001177, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:37:43,292 - testrun_4a235016 - [INFO] - [E:9| 900]: Train Loss:0.0011762, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:39:48,740 - testrun_4a235016 - [INFO] - [E:9| 1000]: Train Loss:0.0011744, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:41:54,125 - testrun_4a235016 - [INFO] - [E:9| 1100]: Train Loss:0.0011737, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:43:59,702 - testrun_4a235016 - [INFO] - [E:9| 1200]: Train Loss:0.0011725, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:46:05,080 - testrun_4a235016 - [INFO] - [E:9| 1300]: Train Loss:0.0011714, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:48:10,283 - testrun_4a235016 - [INFO] - [E:9| 1400]: Train Loss:0.0011709, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:50:12,551 - testrun_4a235016 - [INFO] - [E:9| 1500]: Train Loss:0.001171, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:51:56,711 - testrun_4a235016 - [INFO] - [E:9| 1600]: Train Loss:0.0011705, Val MRR:0.30922, testrun_4a235016 +2023-05-31 11:53:04,415 - testrun_4a235016 - [INFO] - [Epoch:9]: Training Loss:0.001171 + +2023-05-31 11:53:04,768 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 11:53:41,359 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 11:54:06,939 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 11:54:51,146 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 11:55:16,484 - testrun_4a235016 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.44054, Head : 0.26969, Avg : 0.35511 + MR: Tail : 479.63, Head : 589.51, Avg : 534.57 + Hit-1: Tail : 0.35545, Head : 0.19309, Avg : 0.27427 + Hit-3: Tail : 0.4906, Head : 0.29523, Avg : 0.39291 + Hit-10: Tail : 0.58477, Head : 0.41815, Avg : 0.50146 +2023-05-31 11:55:17,783 - testrun_4a235016 - [INFO] - [Epoch 9]: Training Loss: 0.0011705, Valid MRR: 0.35511, + + + +2023-05-31 11:55:19,094 - testrun_4a235016 - [INFO] - [E:10| 0]: Train Loss:0.0011815, Val MRR:0.35511, testrun_4a235016 +2023-05-31 11:57:23,710 - testrun_4a235016 - [INFO] - [E:10| 100]: Train Loss:0.0011544, Val MRR:0.35511, testrun_4a235016 +2023-05-31 11:59:28,136 - testrun_4a235016 - [INFO] - [E:10| 200]: Train Loss:0.0011561, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:01:32,342 - testrun_4a235016 - [INFO] - [E:10| 300]: Train Loss:0.0011538, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:03:36,696 - testrun_4a235016 - [INFO] - [E:10| 400]: Train Loss:0.0011572, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:05:41,029 - testrun_4a235016 - [INFO] - [E:10| 500]: Train Loss:0.0011576, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:07:45,491 - testrun_4a235016 - [INFO] - [E:10| 600]: Train Loss:0.0011571, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:09:49,919 - testrun_4a235016 - [INFO] - [E:10| 700]: Train Loss:0.0011559, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:11:54,254 - testrun_4a235016 - [INFO] - [E:10| 800]: Train Loss:0.0011544, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:13:58,610 - testrun_4a235016 - [INFO] - [E:10| 900]: Train Loss:0.0011531, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:16:02,859 - testrun_4a235016 - [INFO] - [E:10| 1000]: Train Loss:0.0011534, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:18:07,486 - testrun_4a235016 - [INFO] - [E:10| 1100]: Train Loss:0.0011525, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:20:12,203 - testrun_4a235016 - [INFO] - [E:10| 1200]: Train Loss:0.0011516, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:22:16,437 - testrun_4a235016 - [INFO] - [E:10| 1300]: Train Loss:0.0011518, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:24:20,503 - testrun_4a235016 - [INFO] - [E:10| 1400]: Train Loss:0.0011504, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:26:24,840 - testrun_4a235016 - [INFO] - [E:10| 1500]: Train Loss:0.0011496, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:28:29,085 - testrun_4a235016 - [INFO] - [E:10| 1600]: Train Loss:0.0011491, Val MRR:0.35511, testrun_4a235016 +2023-05-31 12:29:50,376 - testrun_4a235016 - [INFO] - [Epoch:10]: Training Loss:0.001149 + +2023-05-31 12:29:50,821 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 12:30:34,942 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 12:30:59,068 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 12:31:34,512 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 12:31:54,491 - testrun_4a235016 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.45246, Head : 0.2615, Avg : 0.35698 + +2023-05-31 12:31:55,670 - testrun_4a235016 - [INFO] - [Epoch 10]: Training Loss: 0.0011485, Valid MRR: 0.35698, + + + +2023-05-31 12:31:56,692 - testrun_4a235016 - [INFO] - [E:11| 0]: Train Loss:0.0011381, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:33:38,825 - testrun_4a235016 - [INFO] - [E:11| 100]: Train Loss:0.0011405, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:35:31,900 - testrun_4a235016 - [INFO] - [E:11| 200]: Train Loss:0.001136, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:37:36,297 - testrun_4a235016 - [INFO] - [E:11| 300]: Train Loss:0.0011339, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:39:40,222 - testrun_4a235016 - [INFO] - [E:11| 400]: Train Loss:0.0011318, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:41:44,266 - testrun_4a235016 - [INFO] - [E:11| 500]: Train Loss:0.0011313, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:43:48,478 - testrun_4a235016 - [INFO] - [E:11| 600]: Train Loss:0.0011302, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:45:52,706 - testrun_4a235016 - [INFO] - [E:11| 700]: Train Loss:0.0011296, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:47:56,894 - testrun_4a235016 - [INFO] - [E:11| 800]: Train Loss:0.0011291, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:50:01,028 - testrun_4a235016 - [INFO] - [E:11| 900]: Train Loss:0.0011312, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:52:05,507 - testrun_4a235016 - [INFO] - [E:11| 1000]: Train Loss:0.0011309, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:54:09,275 - testrun_4a235016 - [INFO] - [E:11| 1100]: Train Loss:0.0011308, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:56:13,618 - testrun_4a235016 - [INFO] - [E:11| 1200]: Train Loss:0.0011317, Val MRR:0.35698, testrun_4a235016 +2023-05-31 12:58:17,609 - testrun_4a235016 - [INFO] - [E:11| 1300]: Train Loss:0.0011319, Val MRR:0.35698, testrun_4a235016 +2023-05-31 13:00:21,715 - testrun_4a235016 - [INFO] - [E:11| 1400]: Train Loss:0.0011325, Val MRR:0.35698, testrun_4a235016 +2023-05-31 13:02:25,845 - testrun_4a235016 - [INFO] - [E:11| 1500]: Train Loss:0.0011321, Val MRR:0.35698, testrun_4a235016 +2023-05-31 13:04:29,943 - testrun_4a235016 - [INFO] - [E:11| 1600]: Train Loss:0.0011328, Val MRR:0.35698, testrun_4a235016 +2023-05-31 13:05:51,012 - testrun_4a235016 - [INFO] - [Epoch:11]: Training Loss:0.001132 + +2023-05-31 13:05:51,521 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 13:06:35,668 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 13:07:01,167 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 13:07:45,446 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 13:08:10,696 - testrun_4a235016 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.46224, Head : 0.27008, Avg : 0.36616 + +2023-05-31 13:08:11,838 - testrun_4a235016 - [INFO] - [Epoch 11]: Training Loss: 0.0011325, Valid MRR: 0.36616, + + + +2023-05-31 13:08:13,149 - testrun_4a235016 - [INFO] - [E:12| 0]: Train Loss:0.0011692, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:10:17,549 - testrun_4a235016 - [INFO] - [E:12| 100]: Train Loss:0.0011225, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:12:16,312 - testrun_4a235016 - [INFO] - [E:12| 200]: Train Loss:0.0011258, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:13:58,308 - testrun_4a235016 - [INFO] - [E:12| 300]: Train Loss:0.0011232, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:15:42,625 - testrun_4a235016 - [INFO] - [E:12| 400]: Train Loss:0.0011219, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:17:48,091 - testrun_4a235016 - [INFO] - [E:12| 500]: Train Loss:0.0011222, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:19:53,381 - testrun_4a235016 - [INFO] - [E:12| 600]: Train Loss:0.0011212, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:21:58,611 - testrun_4a235016 - [INFO] - [E:12| 700]: Train Loss:0.0011216, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:24:03,813 - testrun_4a235016 - [INFO] - [E:12| 800]: Train Loss:0.0011209, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:25:36,575 - testrun_4a235016 - [INFO] - [E:12| 900]: Train Loss:0.00112, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:26:40,786 - testrun_4a235016 - [INFO] - [E:12| 1000]: Train Loss:0.0011211, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:28:28,030 - testrun_4a235016 - [INFO] - [E:12| 1100]: Train Loss:0.0011206, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:30:32,529 - testrun_4a235016 - [INFO] - [E:12| 1200]: Train Loss:0.0011198, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:32:36,529 - testrun_4a235016 - [INFO] - [E:12| 1300]: Train Loss:0.0011199, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:34:40,816 - testrun_4a235016 - [INFO] - [E:12| 1400]: Train Loss:0.0011193, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:36:44,972 - testrun_4a235016 - [INFO] - [E:12| 1500]: Train Loss:0.0011187, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:38:50,340 - testrun_4a235016 - [INFO] - [E:12| 1600]: Train Loss:0.0011188, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:40:12,399 - testrun_4a235016 - [INFO] - [Epoch:12]: Training Loss:0.001119 + +2023-05-31 13:40:12,839 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 13:40:57,497 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 13:41:23,369 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 13:42:08,169 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 13:42:33,715 - testrun_4a235016 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.45365, Head : 0.26559, Avg : 0.35962 + +2023-05-31 13:42:33,752 - testrun_4a235016 - [INFO] - [Epoch 12]: Training Loss: 0.0011186, Valid MRR: 0.36616, + + + +2023-05-31 13:42:35,090 - testrun_4a235016 - [INFO] - [E:13| 0]: Train Loss:0.0011878, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:44:40,477 - testrun_4a235016 - [INFO] - [E:13| 100]: Train Loss:0.0011135, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:46:46,002 - testrun_4a235016 - [INFO] - [E:13| 200]: Train Loss:0.0011152, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:48:51,334 - testrun_4a235016 - [INFO] - [E:13| 300]: Train Loss:0.0011151, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:50:56,949 - testrun_4a235016 - [INFO] - [E:13| 400]: Train Loss:0.001111, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:53:02,497 - testrun_4a235016 - [INFO] - [E:13| 500]: Train Loss:0.0011101, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:55:07,987 - testrun_4a235016 - [INFO] - [E:13| 600]: Train Loss:0.0011099, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:57:13,378 - testrun_4a235016 - [INFO] - [E:13| 700]: Train Loss:0.0011093, Val MRR:0.36616, testrun_4a235016 +2023-05-31 13:59:18,929 - testrun_4a235016 - [INFO] - [E:13| 800]: Train Loss:0.0011095, Val MRR:0.36616, testrun_4a235016 +2023-05-31 14:01:24,581 - testrun_4a235016 - [INFO] - [E:13| 900]: Train Loss:0.00111, Val MRR:0.36616, testrun_4a235016 +2023-05-31 14:03:29,948 - testrun_4a235016 - [INFO] - [E:13| 1000]: Train Loss:0.0011097, Val MRR:0.36616, testrun_4a235016 +2023-05-31 14:05:16,253 - testrun_4a235016 - [INFO] - [E:13| 1100]: Train Loss:0.0011094, Val MRR:0.36616, testrun_4a235016 +2023-05-31 14:07:00,684 - testrun_4a235016 - [INFO] - [E:13| 1200]: Train Loss:0.001109, Val MRR:0.36616, testrun_4a235016 +2023-05-31 14:08:55,623 - testrun_4a235016 - [INFO] - [E:13| 1300]: Train Loss:0.0011087, Val MRR:0.36616, testrun_4a235016 +2023-05-31 14:10:59,595 - testrun_4a235016 - [INFO] - [E:13| 1400]: Train Loss:0.0011087, Val MRR:0.36616, testrun_4a235016 +2023-05-31 14:13:04,038 - testrun_4a235016 - [INFO] - [E:13| 1500]: Train Loss:0.0011086, Val MRR:0.36616, testrun_4a235016 +2023-05-31 14:15:08,544 - testrun_4a235016 - [INFO] - [E:13| 1600]: Train Loss:0.0011079, Val MRR:0.36616, testrun_4a235016 +2023-05-31 14:16:29,911 - testrun_4a235016 - [INFO] - [Epoch:13]: Training Loss:0.001108 + +2023-05-31 14:16:30,379 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 14:17:14,330 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 14:17:39,893 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 14:18:24,197 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 14:18:49,513 - testrun_4a235016 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.46164, Head : 0.28062, Avg : 0.37113 + +2023-05-31 14:18:50,539 - testrun_4a235016 - [INFO] - [Epoch 13]: Training Loss: 0.0011076, Valid MRR: 0.37113, + + + +2023-05-31 14:18:51,849 - testrun_4a235016 - [INFO] - [E:14| 0]: Train Loss:0.0011389, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:20:55,917 - testrun_4a235016 - [INFO] - [E:14| 100]: Train Loss:0.0010982, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:22:59,975 - testrun_4a235016 - [INFO] - [E:14| 200]: Train Loss:0.001096, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:25:04,326 - testrun_4a235016 - [INFO] - [E:14| 300]: Train Loss:0.0010999, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:27:08,249 - testrun_4a235016 - [INFO] - [E:14| 400]: Train Loss:0.0010982, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:29:12,336 - testrun_4a235016 - [INFO] - [E:14| 500]: Train Loss:0.0010984, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:31:16,512 - testrun_4a235016 - [INFO] - [E:14| 600]: Train Loss:0.0010983, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:33:20,473 - testrun_4a235016 - [INFO] - [E:14| 700]: Train Loss:0.0010994, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:35:24,581 - testrun_4a235016 - [INFO] - [E:14| 800]: Train Loss:0.0010994, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:37:28,481 - testrun_4a235016 - [INFO] - [E:14| 900]: Train Loss:0.0010999, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:39:32,637 - testrun_4a235016 - [INFO] - [E:14| 1000]: Train Loss:0.0010995, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:41:36,678 - testrun_4a235016 - [INFO] - [E:14| 1100]: Train Loss:0.0010988, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:43:40,879 - testrun_4a235016 - [INFO] - [E:14| 1200]: Train Loss:0.0010986, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:45:38,562 - testrun_4a235016 - [INFO] - [E:14| 1300]: Train Loss:0.0010992, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:47:21,454 - testrun_4a235016 - [INFO] - [E:14| 1400]: Train Loss:0.001099, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:49:07,363 - testrun_4a235016 - [INFO] - [E:14| 1500]: Train Loss:0.0010997, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:51:11,622 - testrun_4a235016 - [INFO] - [E:14| 1600]: Train Loss:0.0010998, Val MRR:0.37113, testrun_4a235016 +2023-05-31 14:52:32,641 - testrun_4a235016 - [INFO] - [Epoch:14]: Training Loss:0.0011 + +2023-05-31 14:52:33,111 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 14:53:17,241 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 14:53:42,645 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 14:54:26,851 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 14:54:52,020 - testrun_4a235016 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.46225, Head : 0.29327, Avg : 0.37776 + +2023-05-31 14:54:53,080 - testrun_4a235016 - [INFO] - [Epoch 14]: Training Loss: 0.0010996, Valid MRR: 0.37776, + + + +2023-05-31 14:54:54,328 - testrun_4a235016 - [INFO] - [E:15| 0]: Train Loss:0.0010701, Val MRR:0.37776, testrun_4a235016 +2023-05-31 14:56:58,432 - testrun_4a235016 - [INFO] - [E:15| 100]: Train Loss:0.0010977, Val MRR:0.37776, testrun_4a235016 +2023-05-31 14:59:02,406 - testrun_4a235016 - [INFO] - [E:15| 200]: Train Loss:0.0010924, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:01:06,571 - testrun_4a235016 - [INFO] - [E:15| 300]: Train Loss:0.001095, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:03:10,420 - testrun_4a235016 - [INFO] - [E:15| 400]: Train Loss:0.0010925, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:05:14,546 - testrun_4a235016 - [INFO] - [E:15| 500]: Train Loss:0.0010941, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:07:18,635 - testrun_4a235016 - [INFO] - [E:15| 600]: Train Loss:0.0010932, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:09:22,610 - testrun_4a235016 - [INFO] - [E:15| 700]: Train Loss:0.0010937, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:11:26,821 - testrun_4a235016 - [INFO] - [E:15| 800]: Train Loss:0.0010933, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:13:30,857 - testrun_4a235016 - [INFO] - [E:15| 900]: Train Loss:0.0010919, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:15:34,753 - testrun_4a235016 - [INFO] - [E:15| 1000]: Train Loss:0.0010919, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:17:38,865 - testrun_4a235016 - [INFO] - [E:15| 1100]: Train Loss:0.001092, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:19:42,850 - testrun_4a235016 - [INFO] - [E:15| 1200]: Train Loss:0.001093, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:21:46,587 - testrun_4a235016 - [INFO] - [E:15| 1300]: Train Loss:0.0010928, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:23:50,670 - testrun_4a235016 - [INFO] - [E:15| 1400]: Train Loss:0.0010923, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:25:54,888 - testrun_4a235016 - [INFO] - [E:15| 1500]: Train Loss:0.0010916, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:27:39,868 - testrun_4a235016 - [INFO] - [E:15| 1600]: Train Loss:0.0010911, Val MRR:0.37776, testrun_4a235016 +2023-05-31 15:28:46,665 - testrun_4a235016 - [INFO] - [Epoch:15]: Training Loss:0.001091 + +2023-05-31 15:28:47,020 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 15:29:22,143 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 15:29:42,547 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 15:30:25,125 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 15:30:50,306 - testrun_4a235016 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.46662, Head : 0.29691, Avg : 0.38177 + +2023-05-31 15:30:51,329 - testrun_4a235016 - [INFO] - [Epoch 15]: Training Loss: 0.0010915, Valid MRR: 0.38177, + + + +2023-05-31 15:30:52,509 - testrun_4a235016 - [INFO] - [E:16| 0]: Train Loss:0.0011217, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:32:56,696 - testrun_4a235016 - [INFO] - [E:16| 100]: Train Loss:0.0010827, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:35:00,673 - testrun_4a235016 - [INFO] - [E:16| 200]: Train Loss:0.0010784, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:37:04,758 - testrun_4a235016 - [INFO] - [E:16| 300]: Train Loss:0.0010829, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:39:08,909 - testrun_4a235016 - [INFO] - [E:16| 400]: Train Loss:0.0010828, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:41:13,119 - testrun_4a235016 - [INFO] - [E:16| 500]: Train Loss:0.0010808, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:43:17,391 - testrun_4a235016 - [INFO] - [E:16| 600]: Train Loss:0.0010816, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:45:21,512 - testrun_4a235016 - [INFO] - [E:16| 700]: Train Loss:0.0010838, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:47:25,815 - testrun_4a235016 - [INFO] - [E:16| 800]: Train Loss:0.0010838, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:49:29,879 - testrun_4a235016 - [INFO] - [E:16| 900]: Train Loss:0.0010831, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:51:34,096 - testrun_4a235016 - [INFO] - [E:16| 1000]: Train Loss:0.0010837, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:53:38,108 - testrun_4a235016 - [INFO] - [E:16| 1100]: Train Loss:0.0010846, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:55:42,122 - testrun_4a235016 - [INFO] - [E:16| 1200]: Train Loss:0.0010845, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:57:46,191 - testrun_4a235016 - [INFO] - [E:16| 1300]: Train Loss:0.0010838, Val MRR:0.38177, testrun_4a235016 +2023-05-31 15:59:50,361 - testrun_4a235016 - [INFO] - [E:16| 1400]: Train Loss:0.0010837, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:01:54,443 - testrun_4a235016 - [INFO] - [E:16| 1500]: Train Loss:0.0010838, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:03:58,599 - testrun_4a235016 - [INFO] - [E:16| 1600]: Train Loss:0.0010839, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:05:19,660 - testrun_4a235016 - [INFO] - [Epoch:16]: Training Loss:0.001084 + +2023-05-31 16:05:20,082 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 16:06:04,100 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 16:06:29,704 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 16:07:14,079 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 16:07:33,842 - testrun_4a235016 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.46868, Head : 0.25156, Avg : 0.36012 + +2023-05-31 16:07:33,868 - testrun_4a235016 - [INFO] - [Epoch 16]: Training Loss: 0.0010839, Valid MRR: 0.38177, + + + +2023-05-31 16:07:34,948 - testrun_4a235016 - [INFO] - [E:17| 0]: Train Loss:0.0010602, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:09:17,460 - testrun_4a235016 - [INFO] - [E:17| 100]: Train Loss:0.0010675, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:11:00,709 - testrun_4a235016 - [INFO] - [E:17| 200]: Train Loss:0.0010707, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:13:04,871 - testrun_4a235016 - [INFO] - [E:17| 300]: Train Loss:0.0010741, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:15:09,039 - testrun_4a235016 - [INFO] - [E:17| 400]: Train Loss:0.0010751, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:17:13,307 - testrun_4a235016 - [INFO] - [E:17| 500]: Train Loss:0.0010746, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:19:17,570 - testrun_4a235016 - [INFO] - [E:17| 600]: Train Loss:0.0010754, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:21:21,970 - testrun_4a235016 - [INFO] - [E:17| 700]: Train Loss:0.0010759, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:23:26,113 - testrun_4a235016 - [INFO] - [E:17| 800]: Train Loss:0.0010762, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:25:30,547 - testrun_4a235016 - [INFO] - [E:17| 900]: Train Loss:0.0010765, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:27:34,869 - testrun_4a235016 - [INFO] - [E:17| 1000]: Train Loss:0.0010764, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:29:39,059 - testrun_4a235016 - [INFO] - [E:17| 1100]: Train Loss:0.0010762, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:31:43,199 - testrun_4a235016 - [INFO] - [E:17| 1200]: Train Loss:0.0010767, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:33:47,182 - testrun_4a235016 - [INFO] - [E:17| 1300]: Train Loss:0.0010761, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:35:51,548 - testrun_4a235016 - [INFO] - [E:17| 1400]: Train Loss:0.0010766, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:37:55,725 - testrun_4a235016 - [INFO] - [E:17| 1500]: Train Loss:0.0010767, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:39:59,970 - testrun_4a235016 - [INFO] - [E:17| 1600]: Train Loss:0.0010767, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:41:21,115 - testrun_4a235016 - [INFO] - [Epoch:17]: Training Loss:0.001077 + +2023-05-31 16:41:21,609 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 16:42:05,528 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 16:42:31,108 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 16:43:15,457 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 16:43:40,638 - testrun_4a235016 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.46838, Head : 0.29327, Avg : 0.38083 + +2023-05-31 16:43:40,677 - testrun_4a235016 - [INFO] - [Epoch 17]: Training Loss: 0.0010767, Valid MRR: 0.38177, + + + +2023-05-31 16:43:42,015 - testrun_4a235016 - [INFO] - [E:18| 0]: Train Loss:0.0010963, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:45:45,994 - testrun_4a235016 - [INFO] - [E:18| 100]: Train Loss:0.0010731, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:47:50,085 - testrun_4a235016 - [INFO] - [E:18| 200]: Train Loss:0.0010703, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:49:36,500 - testrun_4a235016 - [INFO] - [E:18| 300]: Train Loss:0.0010716, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:51:19,081 - testrun_4a235016 - [INFO] - [E:18| 400]: Train Loss:0.0010725, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:53:15,502 - testrun_4a235016 - [INFO] - [E:18| 500]: Train Loss:0.0010724, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:55:19,405 - testrun_4a235016 - [INFO] - [E:18| 600]: Train Loss:0.0010734, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:57:23,528 - testrun_4a235016 - [INFO] - [E:18| 700]: Train Loss:0.0010732, Val MRR:0.38177, testrun_4a235016 +2023-05-31 16:59:27,588 - testrun_4a235016 - [INFO] - [E:18| 800]: Train Loss:0.0010725, Val MRR:0.38177, testrun_4a235016 +2023-05-31 17:01:31,683 - testrun_4a235016 - [INFO] - [E:18| 900]: Train Loss:0.0010727, Val MRR:0.38177, testrun_4a235016 +2023-05-31 17:03:35,690 - testrun_4a235016 - [INFO] - [E:18| 1000]: Train Loss:0.0010729, Val MRR:0.38177, testrun_4a235016 +2023-05-31 17:05:39,967 - testrun_4a235016 - [INFO] - [E:18| 1100]: Train Loss:0.0010728, Val MRR:0.38177, testrun_4a235016 +2023-05-31 17:07:43,890 - testrun_4a235016 - [INFO] - [E:18| 1200]: Train Loss:0.0010725, Val MRR:0.38177, testrun_4a235016 +2023-05-31 17:09:47,741 - testrun_4a235016 - [INFO] - [E:18| 1300]: Train Loss:0.0010721, Val MRR:0.38177, testrun_4a235016 +2023-05-31 17:11:51,553 - testrun_4a235016 - [INFO] - [E:18| 1400]: Train Loss:0.0010723, Val MRR:0.38177, testrun_4a235016 +2023-05-31 17:13:55,572 - testrun_4a235016 - [INFO] - [E:18| 1500]: Train Loss:0.0010723, Val MRR:0.38177, testrun_4a235016 +2023-05-31 17:15:59,535 - testrun_4a235016 - [INFO] - [E:18| 1600]: Train Loss:0.0010721, Val MRR:0.38177, testrun_4a235016 +2023-05-31 17:17:20,677 - testrun_4a235016 - [INFO] - [Epoch:18]: Training Loss:0.001072 + +2023-05-31 17:17:21,123 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 17:18:05,166 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 17:18:30,732 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 17:19:15,171 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 17:19:40,295 - testrun_4a235016 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.47957, Head : 0.29417, Avg : 0.38687 + +2023-05-31 17:19:41,512 - testrun_4a235016 - [INFO] - [Epoch 18]: Training Loss: 0.001072, Valid MRR: 0.38687, + + + +2023-05-31 17:19:42,690 - testrun_4a235016 - [INFO] - [E:19| 0]: Train Loss:0.0011562, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:21:46,906 - testrun_4a235016 - [INFO] - [E:19| 100]: Train Loss:0.0010687, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:23:51,068 - testrun_4a235016 - [INFO] - [E:19| 200]: Train Loss:0.0010673, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:25:55,353 - testrun_4a235016 - [INFO] - [E:19| 300]: Train Loss:0.001067, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:27:59,441 - testrun_4a235016 - [INFO] - [E:19| 400]: Train Loss:0.0010657, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:29:55,196 - testrun_4a235016 - [INFO] - [E:19| 500]: Train Loss:0.0010666, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:31:37,437 - testrun_4a235016 - [INFO] - [E:19| 600]: Train Loss:0.0010659, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:33:24,824 - testrun_4a235016 - [INFO] - [E:19| 700]: Train Loss:0.0010654, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:35:28,958 - testrun_4a235016 - [INFO] - [E:19| 800]: Train Loss:0.0010666, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:37:33,028 - testrun_4a235016 - [INFO] - [E:19| 900]: Train Loss:0.0010671, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:39:37,094 - testrun_4a235016 - [INFO] - [E:19| 1000]: Train Loss:0.0010674, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:41:41,453 - testrun_4a235016 - [INFO] - [E:19| 1100]: Train Loss:0.0010673, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:43:45,307 - testrun_4a235016 - [INFO] - [E:19| 1200]: Train Loss:0.0010669, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:45:49,742 - testrun_4a235016 - [INFO] - [E:19| 1300]: Train Loss:0.0010667, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:47:54,025 - testrun_4a235016 - [INFO] - [E:19| 1400]: Train Loss:0.0010664, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:49:58,025 - testrun_4a235016 - [INFO] - [E:19| 1500]: Train Loss:0.0010667, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:52:02,429 - testrun_4a235016 - [INFO] - [E:19| 1600]: Train Loss:0.0010666, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:53:23,513 - testrun_4a235016 - [INFO] - [Epoch:19]: Training Loss:0.001067 + +2023-05-31 17:53:23,959 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 17:54:07,898 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 17:54:33,432 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 17:55:17,776 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 17:55:43,029 - testrun_4a235016 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.47413, Head : 0.2599, Avg : 0.36701 + MR: Tail : 508.11, Head : 497.92, Avg : 503.01 + Hit-1: Tail : 0.38188, Head : 0.16553, Avg : 0.2737 + Hit-3: Tail : 0.52187, Head : 0.28603, Avg : 0.40395 + Hit-10: Tail : 0.64663, Head : 0.45096, Avg : 0.54879 +2023-05-31 17:55:43,056 - testrun_4a235016 - [INFO] - [Epoch 19]: Training Loss: 0.001067, Valid MRR: 0.38687, + + + +2023-05-31 17:55:44,321 - testrun_4a235016 - [INFO] - [E:20| 0]: Train Loss:0.0010653, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:57:48,556 - testrun_4a235016 - [INFO] - [E:20| 100]: Train Loss:0.0010554, Val MRR:0.38687, testrun_4a235016 +2023-05-31 17:59:52,702 - testrun_4a235016 - [INFO] - [E:20| 200]: Train Loss:0.0010537, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:01:57,071 - testrun_4a235016 - [INFO] - [E:20| 300]: Train Loss:0.0010575, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:04:01,348 - testrun_4a235016 - [INFO] - [E:20| 400]: Train Loss:0.001061, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:06:05,450 - testrun_4a235016 - [INFO] - [E:20| 500]: Train Loss:0.0010615, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:08:09,531 - testrun_4a235016 - [INFO] - [E:20| 600]: Train Loss:0.0010623, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:10:14,136 - testrun_4a235016 - [INFO] - [E:20| 700]: Train Loss:0.0010628, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:11:58,355 - testrun_4a235016 - [INFO] - [E:20| 800]: Train Loss:0.0010627, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:13:42,787 - testrun_4a235016 - [INFO] - [E:20| 900]: Train Loss:0.0010627, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:15:45,036 - testrun_4a235016 - [INFO] - [E:20| 1000]: Train Loss:0.0010632, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:17:49,198 - testrun_4a235016 - [INFO] - [E:20| 1100]: Train Loss:0.0010632, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:19:53,280 - testrun_4a235016 - [INFO] - [E:20| 1200]: Train Loss:0.0010628, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:21:57,353 - testrun_4a235016 - [INFO] - [E:20| 1300]: Train Loss:0.0010627, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:24:01,688 - testrun_4a235016 - [INFO] - [E:20| 1400]: Train Loss:0.001063, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:26:05,946 - testrun_4a235016 - [INFO] - [E:20| 1500]: Train Loss:0.0010631, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:28:09,996 - testrun_4a235016 - [INFO] - [E:20| 1600]: Train Loss:0.0010632, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:29:31,053 - testrun_4a235016 - [INFO] - [Epoch:20]: Training Loss:0.001063 + +2023-05-31 18:29:31,476 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 18:30:15,473 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 18:30:40,970 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 18:31:25,373 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 18:31:50,540 - testrun_4a235016 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.47455, Head : 0.28977, Avg : 0.38216 + +2023-05-31 18:31:50,578 - testrun_4a235016 - [INFO] - [Epoch 20]: Training Loss: 0.0010635, Valid MRR: 0.38687, + + + +2023-05-31 18:31:51,914 - testrun_4a235016 - [INFO] - [E:21| 0]: Train Loss:0.0010194, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:33:56,306 - testrun_4a235016 - [INFO] - [E:21| 100]: Train Loss:0.0010497, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:36:00,390 - testrun_4a235016 - [INFO] - [E:21| 200]: Train Loss:0.0010512, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:38:04,814 - testrun_4a235016 - [INFO] - [E:21| 300]: Train Loss:0.0010554, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:40:09,051 - testrun_4a235016 - [INFO] - [E:21| 400]: Train Loss:0.0010552, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:42:13,409 - testrun_4a235016 - [INFO] - [E:21| 500]: Train Loss:0.0010569, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:44:17,749 - testrun_4a235016 - [INFO] - [E:21| 600]: Train Loss:0.0010571, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:46:21,986 - testrun_4a235016 - [INFO] - [E:21| 700]: Train Loss:0.0010582, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:48:26,374 - testrun_4a235016 - [INFO] - [E:21| 800]: Train Loss:0.0010575, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:50:30,405 - testrun_4a235016 - [INFO] - [E:21| 900]: Train Loss:0.0010578, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:52:19,939 - testrun_4a235016 - [INFO] - [E:21| 1000]: Train Loss:0.0010582, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:54:03,316 - testrun_4a235016 - [INFO] - [E:21| 1100]: Train Loss:0.0010579, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:55:57,963 - testrun_4a235016 - [INFO] - [E:21| 1200]: Train Loss:0.0010578, Val MRR:0.38687, testrun_4a235016 +2023-05-31 18:58:02,280 - testrun_4a235016 - [INFO] - [E:21| 1300]: Train Loss:0.0010583, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:00:06,458 - testrun_4a235016 - [INFO] - [E:21| 1400]: Train Loss:0.0010585, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:02:10,443 - testrun_4a235016 - [INFO] - [E:21| 1500]: Train Loss:0.0010584, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:04:14,886 - testrun_4a235016 - [INFO] - [E:21| 1600]: Train Loss:0.0010581, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:05:36,078 - testrun_4a235016 - [INFO] - [Epoch:21]: Training Loss:0.001058 + +2023-05-31 19:05:36,650 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 19:06:20,742 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 19:06:46,181 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 19:07:30,399 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 19:07:55,715 - testrun_4a235016 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.46753, Head : 0.26252, Avg : 0.36502 + +2023-05-31 19:07:55,741 - testrun_4a235016 - [INFO] - [Epoch 21]: Training Loss: 0.0010581, Valid MRR: 0.38687, + + + +2023-05-31 19:07:57,046 - testrun_4a235016 - [INFO] - [E:22| 0]: Train Loss:0.001045, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:10:01,214 - testrun_4a235016 - [INFO] - [E:22| 100]: Train Loss:0.0010462, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:12:05,592 - testrun_4a235016 - [INFO] - [E:22| 200]: Train Loss:0.0010481, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:14:09,741 - testrun_4a235016 - [INFO] - [E:22| 300]: Train Loss:0.0010508, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:16:13,841 - testrun_4a235016 - [INFO] - [E:22| 400]: Train Loss:0.0010523, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:18:18,007 - testrun_4a235016 - [INFO] - [E:22| 500]: Train Loss:0.0010522, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:20:21,872 - testrun_4a235016 - [INFO] - [E:22| 600]: Train Loss:0.0010532, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:22:26,044 - testrun_4a235016 - [INFO] - [E:22| 700]: Train Loss:0.0010533, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:24:30,170 - testrun_4a235016 - [INFO] - [E:22| 800]: Train Loss:0.0010537, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:26:34,140 - testrun_4a235016 - [INFO] - [E:22| 900]: Train Loss:0.0010537, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:28:38,271 - testrun_4a235016 - [INFO] - [E:22| 1000]: Train Loss:0.0010537, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:30:42,202 - testrun_4a235016 - [INFO] - [E:22| 1100]: Train Loss:0.0010537, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:32:39,877 - testrun_4a235016 - [INFO] - [E:22| 1200]: Train Loss:0.0010544, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:34:22,246 - testrun_4a235016 - [INFO] - [E:22| 1300]: Train Loss:0.0010547, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:36:06,445 - testrun_4a235016 - [INFO] - [E:22| 1400]: Train Loss:0.001055, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:38:10,405 - testrun_4a235016 - [INFO] - [E:22| 1500]: Train Loss:0.0010547, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:40:14,701 - testrun_4a235016 - [INFO] - [E:22| 1600]: Train Loss:0.0010549, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:41:35,945 - testrun_4a235016 - [INFO] - [Epoch:22]: Training Loss:0.001055 + +2023-05-31 19:41:36,399 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 19:42:20,441 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 19:42:46,004 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 19:43:30,379 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 19:43:55,508 - testrun_4a235016 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.47509, Head : 0.27671, Avg : 0.3759 + +2023-05-31 19:43:55,553 - testrun_4a235016 - [INFO] - [Epoch 22]: Training Loss: 0.0010553, Valid MRR: 0.38687, + + + +2023-05-31 19:43:56,883 - testrun_4a235016 - [INFO] - [E:23| 0]: Train Loss:0.0010815, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:46:00,988 - testrun_4a235016 - [INFO] - [E:23| 100]: Train Loss:0.001047, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:48:04,977 - testrun_4a235016 - [INFO] - [E:23| 200]: Train Loss:0.0010479, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:50:09,181 - testrun_4a235016 - [INFO] - [E:23| 300]: Train Loss:0.0010497, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:52:13,283 - testrun_4a235016 - [INFO] - [E:23| 400]: Train Loss:0.001049, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:54:17,332 - testrun_4a235016 - [INFO] - [E:23| 500]: Train Loss:0.0010497, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:56:21,579 - testrun_4a235016 - [INFO] - [E:23| 600]: Train Loss:0.0010496, Val MRR:0.38687, testrun_4a235016 +2023-05-31 19:58:26,048 - testrun_4a235016 - [INFO] - [E:23| 700]: Train Loss:0.0010499, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:00:30,309 - testrun_4a235016 - [INFO] - [E:23| 800]: Train Loss:0.0010515, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:02:34,554 - testrun_4a235016 - [INFO] - [E:23| 900]: Train Loss:0.0010517, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:04:38,626 - testrun_4a235016 - [INFO] - [E:23| 1000]: Train Loss:0.0010518, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:06:42,484 - testrun_4a235016 - [INFO] - [E:23| 1100]: Train Loss:0.0010516, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:08:46,732 - testrun_4a235016 - [INFO] - [E:23| 1200]: Train Loss:0.0010517, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:10:51,100 - testrun_4a235016 - [INFO] - [E:23| 1300]: Train Loss:0.0010514, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:12:55,585 - testrun_4a235016 - [INFO] - [E:23| 1400]: Train Loss:0.0010517, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:14:41,501 - testrun_4a235016 - [INFO] - [E:23| 1500]: Train Loss:0.0010515, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:16:24,282 - testrun_4a235016 - [INFO] - [E:23| 1600]: Train Loss:0.0010512, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:17:39,572 - testrun_4a235016 - [INFO] - [Epoch:23]: Training Loss:0.001052 + +2023-05-31 20:17:40,119 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 20:18:24,419 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 20:18:50,076 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 20:19:34,505 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 20:19:59,853 - testrun_4a235016 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.46708, Head : 0.24611, Avg : 0.3566 + +2023-05-31 20:19:59,884 - testrun_4a235016 - [INFO] - [Epoch 23]: Training Loss: 0.0010516, Valid MRR: 0.38687, + + + +2023-05-31 20:20:01,197 - testrun_4a235016 - [INFO] - [E:24| 0]: Train Loss:0.0010852, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:22:05,564 - testrun_4a235016 - [INFO] - [E:24| 100]: Train Loss:0.0010497, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:24:10,003 - testrun_4a235016 - [INFO] - [E:24| 200]: Train Loss:0.0010512, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:26:14,418 - testrun_4a235016 - [INFO] - [E:24| 300]: Train Loss:0.0010517, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:28:19,024 - testrun_4a235016 - [INFO] - [E:24| 400]: Train Loss:0.0010511, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:30:23,453 - testrun_4a235016 - [INFO] - [E:24| 500]: Train Loss:0.0010513, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:32:27,753 - testrun_4a235016 - [INFO] - [E:24| 600]: Train Loss:0.0010507, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:34:32,280 - testrun_4a235016 - [INFO] - [E:24| 700]: Train Loss:0.0010507, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:36:36,958 - testrun_4a235016 - [INFO] - [E:24| 800]: Train Loss:0.0010499, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:38:41,133 - testrun_4a235016 - [INFO] - [E:24| 900]: Train Loss:0.0010491, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:40:45,670 - testrun_4a235016 - [INFO] - [E:24| 1000]: Train Loss:0.0010495, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:42:49,759 - testrun_4a235016 - [INFO] - [E:24| 1100]: Train Loss:0.0010489, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:44:54,233 - testrun_4a235016 - [INFO] - [E:24| 1200]: Train Loss:0.0010486, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:46:58,679 - testrun_4a235016 - [INFO] - [E:24| 1300]: Train Loss:0.0010488, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:49:03,250 - testrun_4a235016 - [INFO] - [E:24| 1400]: Train Loss:0.0010491, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:51:07,737 - testrun_4a235016 - [INFO] - [E:24| 1500]: Train Loss:0.0010495, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:53:12,339 - testrun_4a235016 - [INFO] - [E:24| 1600]: Train Loss:0.0010493, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:54:29,480 - testrun_4a235016 - [INFO] - [Epoch:24]: Training Loss:0.001049 + +2023-05-31 20:54:29,876 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 20:55:05,388 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 20:55:26,020 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 20:56:01,675 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 20:56:21,994 - testrun_4a235016 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.47904, Head : 0.26669, Avg : 0.37287 + +2023-05-31 20:56:22,021 - testrun_4a235016 - [INFO] - [Epoch 24]: Training Loss: 0.0010489, Valid MRR: 0.38687, + + + +2023-05-31 20:56:23,041 - testrun_4a235016 - [INFO] - [E:25| 0]: Train Loss:0.0010236, Val MRR:0.38687, testrun_4a235016 +2023-05-31 20:58:10,467 - testrun_4a235016 - [INFO] - [E:25| 100]: Train Loss:0.0010414, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:00:14,853 - testrun_4a235016 - [INFO] - [E:25| 200]: Train Loss:0.0010424, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:02:19,146 - testrun_4a235016 - [INFO] - [E:25| 300]: Train Loss:0.0010437, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:04:23,439 - testrun_4a235016 - [INFO] - [E:25| 400]: Train Loss:0.0010439, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:06:28,060 - testrun_4a235016 - [INFO] - [E:25| 500]: Train Loss:0.0010438, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:08:32,457 - testrun_4a235016 - [INFO] - [E:25| 600]: Train Loss:0.0010441, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:10:36,892 - testrun_4a235016 - [INFO] - [E:25| 700]: Train Loss:0.0010439, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:12:41,297 - testrun_4a235016 - [INFO] - [E:25| 800]: Train Loss:0.001045, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:14:45,722 - testrun_4a235016 - [INFO] - [E:25| 900]: Train Loss:0.0010454, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:16:50,257 - testrun_4a235016 - [INFO] - [E:25| 1000]: Train Loss:0.0010455, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:18:54,515 - testrun_4a235016 - [INFO] - [E:25| 1100]: Train Loss:0.001045, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:20:58,969 - testrun_4a235016 - [INFO] - [E:25| 1200]: Train Loss:0.0010453, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:23:03,239 - testrun_4a235016 - [INFO] - [E:25| 1300]: Train Loss:0.0010452, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:25:07,622 - testrun_4a235016 - [INFO] - [E:25| 1400]: Train Loss:0.0010452, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:27:12,103 - testrun_4a235016 - [INFO] - [E:25| 1500]: Train Loss:0.0010451, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:29:16,310 - testrun_4a235016 - [INFO] - [E:25| 1600]: Train Loss:0.001045, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:30:37,719 - testrun_4a235016 - [INFO] - [Epoch:25]: Training Loss:0.001045 + +2023-05-31 21:30:38,133 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 21:31:22,328 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 21:31:47,949 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 21:32:32,267 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 21:32:57,582 - testrun_4a235016 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.47255, Head : 0.24497, Avg : 0.35876 + +2023-05-31 21:32:57,607 - testrun_4a235016 - [INFO] - [Epoch 25]: Training Loss: 0.0010451, Valid MRR: 0.38687, + + + +2023-05-31 21:32:58,923 - testrun_4a235016 - [INFO] - [E:26| 0]: Train Loss:0.0010289, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:35:02,692 - testrun_4a235016 - [INFO] - [E:26| 100]: Train Loss:0.0010396, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:36:45,549 - testrun_4a235016 - [INFO] - [E:26| 200]: Train Loss:0.0010406, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:38:28,458 - testrun_4a235016 - [INFO] - [E:26| 300]: Train Loss:0.0010427, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:40:32,546 - testrun_4a235016 - [INFO] - [E:26| 400]: Train Loss:0.0010425, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:42:38,455 - testrun_4a235016 - [INFO] - [E:26| 500]: Train Loss:0.0010423, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:44:44,477 - testrun_4a235016 - [INFO] - [E:26| 600]: Train Loss:0.0010424, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:46:50,386 - testrun_4a235016 - [INFO] - [E:26| 700]: Train Loss:0.0010424, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:48:56,350 - testrun_4a235016 - [INFO] - [E:26| 800]: Train Loss:0.0010422, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:51:02,297 - testrun_4a235016 - [INFO] - [E:26| 900]: Train Loss:0.0010424, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:53:08,019 - testrun_4a235016 - [INFO] - [E:26| 1000]: Train Loss:0.0010426, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:55:13,806 - testrun_4a235016 - [INFO] - [E:26| 1100]: Train Loss:0.0010425, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:57:19,694 - testrun_4a235016 - [INFO] - [E:26| 1200]: Train Loss:0.0010423, Val MRR:0.38687, testrun_4a235016 +2023-05-31 21:59:25,789 - testrun_4a235016 - [INFO] - [E:26| 1300]: Train Loss:0.0010423, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:01:31,762 - testrun_4a235016 - [INFO] - [E:26| 1400]: Train Loss:0.0010426, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:03:37,450 - testrun_4a235016 - [INFO] - [E:26| 1500]: Train Loss:0.001043, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:05:43,440 - testrun_4a235016 - [INFO] - [E:26| 1600]: Train Loss:0.0010432, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:07:05,723 - testrun_4a235016 - [INFO] - [Epoch:26]: Training Loss:0.001043 + +2023-05-31 22:07:06,280 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 22:07:51,106 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 22:08:17,054 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 22:09:02,206 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 22:09:27,778 - testrun_4a235016 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.47706, Head : 0.27163, Avg : 0.37435 + +2023-05-31 22:09:27,804 - testrun_4a235016 - [INFO] - [Epoch 26]: Training Loss: 0.0010429, Valid MRR: 0.38687, + + + +2023-05-31 22:09:29,110 - testrun_4a235016 - [INFO] - [E:27| 0]: Train Loss:0.001021, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:11:34,905 - testrun_4a235016 - [INFO] - [E:27| 100]: Train Loss:0.0010314, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:13:40,990 - testrun_4a235016 - [INFO] - [E:27| 200]: Train Loss:0.0010358, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:15:43,709 - testrun_4a235016 - [INFO] - [E:27| 300]: Train Loss:0.0010366, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:17:28,665 - testrun_4a235016 - [INFO] - [E:27| 400]: Train Loss:0.0010374, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:19:16,146 - testrun_4a235016 - [INFO] - [E:27| 500]: Train Loss:0.0010377, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:21:20,884 - testrun_4a235016 - [INFO] - [E:27| 600]: Train Loss:0.0010385, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:23:25,227 - testrun_4a235016 - [INFO] - [E:27| 700]: Train Loss:0.0010386, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:25:29,565 - testrun_4a235016 - [INFO] - [E:27| 800]: Train Loss:0.0010391, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:27:33,767 - testrun_4a235016 - [INFO] - [E:27| 900]: Train Loss:0.0010386, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:29:37,837 - testrun_4a235016 - [INFO] - [E:27| 1000]: Train Loss:0.0010393, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:31:42,282 - testrun_4a235016 - [INFO] - [E:27| 1100]: Train Loss:0.00104, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:33:46,406 - testrun_4a235016 - [INFO] - [E:27| 1200]: Train Loss:0.0010404, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:35:50,988 - testrun_4a235016 - [INFO] - [E:27| 1300]: Train Loss:0.0010406, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:37:55,156 - testrun_4a235016 - [INFO] - [E:27| 1400]: Train Loss:0.0010409, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:39:59,560 - testrun_4a235016 - [INFO] - [E:27| 1500]: Train Loss:0.0010408, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:42:03,880 - testrun_4a235016 - [INFO] - [E:27| 1600]: Train Loss:0.0010407, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:43:25,168 - testrun_4a235016 - [INFO] - [Epoch:27]: Training Loss:0.001041 + +2023-05-31 22:43:25,666 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 22:44:09,825 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 22:44:35,419 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 22:45:19,697 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 22:45:45,029 - testrun_4a235016 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.46682, Head : 0.25628, Avg : 0.36155 + +2023-05-31 22:45:45,067 - testrun_4a235016 - [INFO] - [Epoch 27]: Training Loss: 0.0010409, Valid MRR: 0.38687, + + + +2023-05-31 22:45:46,387 - testrun_4a235016 - [INFO] - [E:28| 0]: Train Loss:0.0010455, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:47:50,808 - testrun_4a235016 - [INFO] - [E:28| 100]: Train Loss:0.001033, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:49:55,176 - testrun_4a235016 - [INFO] - [E:28| 200]: Train Loss:0.001036, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:51:59,554 - testrun_4a235016 - [INFO] - [E:28| 300]: Train Loss:0.0010348, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:54:03,960 - testrun_4a235016 - [INFO] - [E:28| 400]: Train Loss:0.001036, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:56:08,463 - testrun_4a235016 - [INFO] - [E:28| 500]: Train Loss:0.0010368, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:57:53,095 - testrun_4a235016 - [INFO] - [E:28| 600]: Train Loss:0.0010367, Val MRR:0.38687, testrun_4a235016 +2023-05-31 22:59:36,171 - testrun_4a235016 - [INFO] - [E:28| 700]: Train Loss:0.0010375, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:01:37,761 - testrun_4a235016 - [INFO] - [E:28| 800]: Train Loss:0.0010376, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:03:41,919 - testrun_4a235016 - [INFO] - [E:28| 900]: Train Loss:0.0010374, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:05:46,101 - testrun_4a235016 - [INFO] - [E:28| 1000]: Train Loss:0.0010371, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:07:50,701 - testrun_4a235016 - [INFO] - [E:28| 1100]: Train Loss:0.0010372, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:09:55,016 - testrun_4a235016 - [INFO] - [E:28| 1200]: Train Loss:0.001038, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:11:59,596 - testrun_4a235016 - [INFO] - [E:28| 1300]: Train Loss:0.0010377, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:14:03,979 - testrun_4a235016 - [INFO] - [E:28| 1400]: Train Loss:0.0010378, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:16:08,047 - testrun_4a235016 - [INFO] - [E:28| 1500]: Train Loss:0.001038, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:18:12,505 - testrun_4a235016 - [INFO] - [E:28| 1600]: Train Loss:0.0010377, Val MRR:0.38687, testrun_4a235016 +2023-05-31 23:19:33,843 - testrun_4a235016 - [INFO] - [Epoch:28]: Training Loss:0.001038 + +2023-05-31 23:19:34,365 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 23:20:18,524 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 23:20:44,138 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 23:21:28,497 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 23:21:53,847 - testrun_4a235016 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.48159, Head : 0.305, Avg : 0.39329 + +2023-05-31 23:21:54,869 - testrun_4a235016 - [INFO] - [Epoch 28]: Training Loss: 0.0010376, Valid MRR: 0.39329, + + + +2023-05-31 23:21:56,163 - testrun_4a235016 - [INFO] - [E:29| 0]: Train Loss:0.00099573, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:24:00,483 - testrun_4a235016 - [INFO] - [E:29| 100]: Train Loss:0.0010291, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:26:04,804 - testrun_4a235016 - [INFO] - [E:29| 200]: Train Loss:0.0010296, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:28:09,213 - testrun_4a235016 - [INFO] - [E:29| 300]: Train Loss:0.0010317, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:30:13,622 - testrun_4a235016 - [INFO] - [E:29| 400]: Train Loss:0.0010331, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:32:18,086 - testrun_4a235016 - [INFO] - [E:29| 500]: Train Loss:0.0010338, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:34:22,349 - testrun_4a235016 - [INFO] - [E:29| 600]: Train Loss:0.0010347, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:36:26,912 - testrun_4a235016 - [INFO] - [E:29| 700]: Train Loss:0.0010346, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:38:17,742 - testrun_4a235016 - [INFO] - [E:29| 800]: Train Loss:0.0010348, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:40:01,659 - testrun_4a235016 - [INFO] - [E:29| 900]: Train Loss:0.0010353, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:41:56,956 - testrun_4a235016 - [INFO] - [E:29| 1000]: Train Loss:0.0010358, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:44:01,236 - testrun_4a235016 - [INFO] - [E:29| 1100]: Train Loss:0.0010356, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:46:05,643 - testrun_4a235016 - [INFO] - [E:29| 1200]: Train Loss:0.0010357, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:48:09,936 - testrun_4a235016 - [INFO] - [E:29| 1300]: Train Loss:0.0010361, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:50:14,288 - testrun_4a235016 - [INFO] - [E:29| 1400]: Train Loss:0.0010363, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:52:18,626 - testrun_4a235016 - [INFO] - [E:29| 1500]: Train Loss:0.0010365, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:54:22,879 - testrun_4a235016 - [INFO] - [E:29| 1600]: Train Loss:0.0010362, Val MRR:0.39329, testrun_4a235016 +2023-05-31 23:55:44,064 - testrun_4a235016 - [INFO] - [Epoch:29]: Training Loss:0.001036 + +2023-05-31 23:55:44,612 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-05-31 23:56:28,752 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-05-31 23:56:54,329 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-05-31 23:57:38,755 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-05-31 23:58:04,055 - testrun_4a235016 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.48593, Head : 0.29549, Avg : 0.39071 + MR: Tail : 575.25, Head : 530.67, Avg : 552.96 + Hit-1: Tail : 0.39286, Head : 0.18087, Avg : 0.28687 + Hit-3: Tail : 0.53766, Head : 0.34956, Avg : 0.44361 + Hit-10: Tail : 0.65721, Head : 0.52247, Avg : 0.58984 +2023-05-31 23:58:04,083 - testrun_4a235016 - [INFO] - [Epoch 29]: Training Loss: 0.001036, Valid MRR: 0.39329, + + + +2023-05-31 23:58:05,397 - testrun_4a235016 - [INFO] - [E:30| 0]: Train Loss:0.0010064, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:00:09,755 - testrun_4a235016 - [INFO] - [E:30| 100]: Train Loss:0.0010252, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:02:14,064 - testrun_4a235016 - [INFO] - [E:30| 200]: Train Loss:0.0010286, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:04:18,456 - testrun_4a235016 - [INFO] - [E:30| 300]: Train Loss:0.0010301, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:06:22,835 - testrun_4a235016 - [INFO] - [E:30| 400]: Train Loss:0.0010317, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:08:27,032 - testrun_4a235016 - [INFO] - [E:30| 500]: Train Loss:0.0010325, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:10:31,355 - testrun_4a235016 - [INFO] - [E:30| 600]: Train Loss:0.0010322, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:12:35,727 - testrun_4a235016 - [INFO] - [E:30| 700]: Train Loss:0.0010326, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:14:40,098 - testrun_4a235016 - [INFO] - [E:30| 800]: Train Loss:0.0010319, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:16:44,501 - testrun_4a235016 - [INFO] - [E:30| 900]: Train Loss:0.0010326, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:18:41,040 - testrun_4a235016 - [INFO] - [E:30| 1000]: Train Loss:0.001033, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:20:24,123 - testrun_4a235016 - [INFO] - [E:30| 1100]: Train Loss:0.001033, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:22:13,278 - testrun_4a235016 - [INFO] - [E:30| 1200]: Train Loss:0.0010335, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:24:17,615 - testrun_4a235016 - [INFO] - [E:30| 1300]: Train Loss:0.0010333, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:26:21,785 - testrun_4a235016 - [INFO] - [E:30| 1400]: Train Loss:0.0010331, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:28:26,034 - testrun_4a235016 - [INFO] - [E:30| 1500]: Train Loss:0.0010332, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:30:30,305 - testrun_4a235016 - [INFO] - [E:30| 1600]: Train Loss:0.0010331, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:31:51,490 - testrun_4a235016 - [INFO] - [Epoch:30]: Training Loss:0.001033 + +2023-06-01 00:31:52,024 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 00:32:36,173 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 00:33:01,618 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 00:33:46,011 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 00:34:11,216 - testrun_4a235016 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.48593, Head : 0.29432, Avg : 0.39012 + +2023-06-01 00:34:11,242 - testrun_4a235016 - [INFO] - [Epoch 30]: Training Loss: 0.0010332, Valid MRR: 0.39329, + + + +2023-06-01 00:34:12,553 - testrun_4a235016 - [INFO] - [E:31| 0]: Train Loss:0.0010011, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:36:16,846 - testrun_4a235016 - [INFO] - [E:31| 100]: Train Loss:0.0010259, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:38:20,613 - testrun_4a235016 - [INFO] - [E:31| 200]: Train Loss:0.0010267, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:40:24,898 - testrun_4a235016 - [INFO] - [E:31| 300]: Train Loss:0.0010282, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:42:29,096 - testrun_4a235016 - [INFO] - [E:31| 400]: Train Loss:0.0010282, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:44:33,231 - testrun_4a235016 - [INFO] - [E:31| 500]: Train Loss:0.0010303, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:46:37,445 - testrun_4a235016 - [INFO] - [E:31| 600]: Train Loss:0.0010306, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:48:41,489 - testrun_4a235016 - [INFO] - [E:31| 700]: Train Loss:0.0010296, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:50:45,676 - testrun_4a235016 - [INFO] - [E:31| 800]: Train Loss:0.0010299, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:52:49,889 - testrun_4a235016 - [INFO] - [E:31| 900]: Train Loss:0.0010298, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:54:54,209 - testrun_4a235016 - [INFO] - [E:31| 1000]: Train Loss:0.0010296, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:56:58,338 - testrun_4a235016 - [INFO] - [E:31| 1100]: Train Loss:0.0010296, Val MRR:0.39329, testrun_4a235016 +2023-06-01 00:59:02,657 - testrun_4a235016 - [INFO] - [E:31| 1200]: Train Loss:0.0010298, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:00:45,267 - testrun_4a235016 - [INFO] - [E:31| 1300]: Train Loss:0.0010298, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:02:28,227 - testrun_4a235016 - [INFO] - [E:31| 1400]: Train Loss:0.0010304, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:04:29,223 - testrun_4a235016 - [INFO] - [E:31| 1500]: Train Loss:0.0010303, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:06:33,522 - testrun_4a235016 - [INFO] - [E:31| 1600]: Train Loss:0.0010305, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:07:54,824 - testrun_4a235016 - [INFO] - [Epoch:31]: Training Loss:0.001031 + +2023-06-01 01:07:55,387 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 01:08:39,480 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 01:09:05,089 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 01:09:49,327 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 01:10:14,521 - testrun_4a235016 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.481, Head : 0.30172, Avg : 0.39136 + +2023-06-01 01:10:14,558 - testrun_4a235016 - [INFO] - [Epoch 31]: Training Loss: 0.0010308, Valid MRR: 0.39329, + + + +2023-06-01 01:10:15,901 - testrun_4a235016 - [INFO] - [E:32| 0]: Train Loss:0.0010393, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:12:20,559 - testrun_4a235016 - [INFO] - [E:32| 100]: Train Loss:0.0010269, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:14:24,821 - testrun_4a235016 - [INFO] - [E:32| 200]: Train Loss:0.0010265, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:16:29,096 - testrun_4a235016 - [INFO] - [E:32| 300]: Train Loss:0.0010265, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:18:33,432 - testrun_4a235016 - [INFO] - [E:32| 400]: Train Loss:0.0010259, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:20:37,841 - testrun_4a235016 - [INFO] - [E:32| 500]: Train Loss:0.0010267, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:22:42,382 - testrun_4a235016 - [INFO] - [E:32| 600]: Train Loss:0.0010279, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:24:46,751 - testrun_4a235016 - [INFO] - [E:32| 700]: Train Loss:0.0010285, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:26:50,985 - testrun_4a235016 - [INFO] - [E:32| 800]: Train Loss:0.0010281, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:28:55,373 - testrun_4a235016 - [INFO] - [E:32| 900]: Train Loss:0.0010281, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:30:59,651 - testrun_4a235016 - [INFO] - [E:32| 1000]: Train Loss:0.0010287, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:33:03,846 - testrun_4a235016 - [INFO] - [E:32| 1100]: Train Loss:0.0010284, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:35:07,978 - testrun_4a235016 - [INFO] - [E:32| 1200]: Train Loss:0.0010292, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:37:12,325 - testrun_4a235016 - [INFO] - [E:32| 1300]: Train Loss:0.0010292, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:39:16,496 - testrun_4a235016 - [INFO] - [E:32| 1400]: Train Loss:0.0010294, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:41:07,451 - testrun_4a235016 - [INFO] - [E:32| 1500]: Train Loss:0.0010295, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:42:50,317 - testrun_4a235016 - [INFO] - [E:32| 1600]: Train Loss:0.0010294, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:44:01,136 - testrun_4a235016 - [INFO] - [Epoch:32]: Training Loss:0.00103 + +2023-06-01 01:44:01,683 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 01:44:45,871 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 01:45:11,580 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 01:45:56,014 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 01:46:21,299 - testrun_4a235016 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.4891, Head : 0.27242, Avg : 0.38076 + +2023-06-01 01:46:21,326 - testrun_4a235016 - [INFO] - [Epoch 32]: Training Loss: 0.0010296, Valid MRR: 0.39329, + + + +2023-06-01 01:46:22,610 - testrun_4a235016 - [INFO] - [E:33| 0]: Train Loss:0.0010024, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:48:27,434 - testrun_4a235016 - [INFO] - [E:33| 100]: Train Loss:0.0010236, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:50:32,054 - testrun_4a235016 - [INFO] - [E:33| 200]: Train Loss:0.0010218, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:52:36,860 - testrun_4a235016 - [INFO] - [E:33| 300]: Train Loss:0.0010228, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:54:41,861 - testrun_4a235016 - [INFO] - [E:33| 400]: Train Loss:0.0010242, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:56:46,551 - testrun_4a235016 - [INFO] - [E:33| 500]: Train Loss:0.0010245, Val MRR:0.39329, testrun_4a235016 +2023-06-01 01:58:51,325 - testrun_4a235016 - [INFO] - [E:33| 600]: Train Loss:0.0010242, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:00:56,181 - testrun_4a235016 - [INFO] - [E:33| 700]: Train Loss:0.0010254, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:03:00,696 - testrun_4a235016 - [INFO] - [E:33| 800]: Train Loss:0.0010263, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:05:05,297 - testrun_4a235016 - [INFO] - [E:33| 900]: Train Loss:0.0010266, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:07:10,412 - testrun_4a235016 - [INFO] - [E:33| 1000]: Train Loss:0.0010265, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:09:15,007 - testrun_4a235016 - [INFO] - [E:33| 1100]: Train Loss:0.0010261, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:11:19,710 - testrun_4a235016 - [INFO] - [E:33| 1200]: Train Loss:0.0010264, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:13:24,300 - testrun_4a235016 - [INFO] - [E:33| 1300]: Train Loss:0.0010267, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:15:29,118 - testrun_4a235016 - [INFO] - [E:33| 1400]: Train Loss:0.0010263, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:17:34,010 - testrun_4a235016 - [INFO] - [E:33| 1500]: Train Loss:0.0010264, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:19:38,830 - testrun_4a235016 - [INFO] - [E:33| 1600]: Train Loss:0.0010266, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:20:59,417 - testrun_4a235016 - [INFO] - [Epoch:33]: Training Loss:0.001027 + +2023-06-01 02:20:59,752 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 02:21:35,549 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 02:21:56,207 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 02:22:31,929 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 02:22:52,134 - testrun_4a235016 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.47857, Head : 0.24534, Avg : 0.36195 + +2023-06-01 02:22:52,161 - testrun_4a235016 - [INFO] - [Epoch 33]: Training Loss: 0.0010268, Valid MRR: 0.39329, + + + +2023-06-01 02:22:53,174 - testrun_4a235016 - [INFO] - [E:34| 0]: Train Loss:0.00098857, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:24:37,598 - testrun_4a235016 - [INFO] - [E:34| 100]: Train Loss:0.0010245, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:26:43,263 - testrun_4a235016 - [INFO] - [E:34| 200]: Train Loss:0.0010225, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:28:49,083 - testrun_4a235016 - [INFO] - [E:34| 300]: Train Loss:0.0010222, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:30:55,022 - testrun_4a235016 - [INFO] - [E:34| 400]: Train Loss:0.0010225, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:33:00,988 - testrun_4a235016 - [INFO] - [E:34| 500]: Train Loss:0.0010217, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:35:06,623 - testrun_4a235016 - [INFO] - [E:34| 600]: Train Loss:0.0010224, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:37:12,611 - testrun_4a235016 - [INFO] - [E:34| 700]: Train Loss:0.0010226, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:39:18,046 - testrun_4a235016 - [INFO] - [E:34| 800]: Train Loss:0.0010234, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:41:23,797 - testrun_4a235016 - [INFO] - [E:34| 900]: Train Loss:0.0010236, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:43:29,713 - testrun_4a235016 - [INFO] - [E:34| 1000]: Train Loss:0.0010236, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:45:35,558 - testrun_4a235016 - [INFO] - [E:34| 1100]: Train Loss:0.0010236, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:47:41,475 - testrun_4a235016 - [INFO] - [E:34| 1200]: Train Loss:0.001024, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:49:47,308 - testrun_4a235016 - [INFO] - [E:34| 1300]: Train Loss:0.0010242, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:51:53,235 - testrun_4a235016 - [INFO] - [E:34| 1400]: Train Loss:0.0010244, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:53:59,197 - testrun_4a235016 - [INFO] - [E:34| 1500]: Train Loss:0.0010245, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:56:04,972 - testrun_4a235016 - [INFO] - [E:34| 1600]: Train Loss:0.0010246, Val MRR:0.39329, testrun_4a235016 +2023-06-01 02:57:27,205 - testrun_4a235016 - [INFO] - [Epoch:34]: Training Loss:0.001025 + +2023-06-01 02:57:27,659 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 02:58:12,361 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 02:58:38,364 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 02:59:23,457 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 02:59:49,099 - testrun_4a235016 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.48457, Head : 0.26453, Avg : 0.37455 + +2023-06-01 02:59:49,126 - testrun_4a235016 - [INFO] - [Epoch 34]: Training Loss: 0.0010247, Valid MRR: 0.39329, + + + +2023-06-01 02:59:50,414 - testrun_4a235016 - [INFO] - [E:35| 0]: Train Loss:0.00099555, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:01:50,555 - testrun_4a235016 - [INFO] - [E:35| 100]: Train Loss:0.0010213, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:03:35,733 - testrun_4a235016 - [INFO] - [E:35| 200]: Train Loss:0.0010213, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:05:26,339 - testrun_4a235016 - [INFO] - [E:35| 300]: Train Loss:0.0010219, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:07:32,327 - testrun_4a235016 - [INFO] - [E:35| 400]: Train Loss:0.0010215, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:09:38,353 - testrun_4a235016 - [INFO] - [E:35| 500]: Train Loss:0.0010216, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:11:44,288 - testrun_4a235016 - [INFO] - [E:35| 600]: Train Loss:0.001021, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:13:50,181 - testrun_4a235016 - [INFO] - [E:35| 700]: Train Loss:0.0010207, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:15:56,051 - testrun_4a235016 - [INFO] - [E:35| 800]: Train Loss:0.0010206, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:18:02,071 - testrun_4a235016 - [INFO] - [E:35| 900]: Train Loss:0.001021, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:20:07,745 - testrun_4a235016 - [INFO] - [E:35| 1000]: Train Loss:0.0010216, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:22:13,631 - testrun_4a235016 - [INFO] - [E:35| 1100]: Train Loss:0.0010216, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:24:19,257 - testrun_4a235016 - [INFO] - [E:35| 1200]: Train Loss:0.0010223, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:26:25,020 - testrun_4a235016 - [INFO] - [E:35| 1300]: Train Loss:0.0010221, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:28:31,017 - testrun_4a235016 - [INFO] - [E:35| 1400]: Train Loss:0.0010219, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:30:36,859 - testrun_4a235016 - [INFO] - [E:35| 1500]: Train Loss:0.001022, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:32:42,727 - testrun_4a235016 - [INFO] - [E:35| 1600]: Train Loss:0.0010228, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:34:05,105 - testrun_4a235016 - [INFO] - [Epoch:35]: Training Loss:0.001023 + +2023-06-01 03:34:05,534 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 03:34:50,272 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 03:35:16,167 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 03:36:01,252 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 03:36:26,836 - testrun_4a235016 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.47447, Head : 0.26193, Avg : 0.3682 + +2023-06-01 03:36:26,862 - testrun_4a235016 - [INFO] - [Epoch 35]: Training Loss: 0.001023, Valid MRR: 0.39329, + + + +2023-06-01 03:36:28,163 - testrun_4a235016 - [INFO] - [E:36| 0]: Train Loss:0.0010067, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:38:34,080 - testrun_4a235016 - [INFO] - [E:36| 100]: Train Loss:0.0010198, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:40:39,766 - testrun_4a235016 - [INFO] - [E:36| 200]: Train Loss:0.0010209, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:42:36,761 - testrun_4a235016 - [INFO] - [E:36| 300]: Train Loss:0.0010198, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:44:22,229 - testrun_4a235016 - [INFO] - [E:36| 400]: Train Loss:0.0010194, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:46:15,195 - testrun_4a235016 - [INFO] - [E:36| 500]: Train Loss:0.001019, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:48:19,684 - testrun_4a235016 - [INFO] - [E:36| 600]: Train Loss:0.0010203, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:50:23,995 - testrun_4a235016 - [INFO] - [E:36| 700]: Train Loss:0.0010207, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:52:27,996 - testrun_4a235016 - [INFO] - [E:36| 800]: Train Loss:0.0010207, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:54:32,254 - testrun_4a235016 - [INFO] - [E:36| 900]: Train Loss:0.0010201, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:56:36,500 - testrun_4a235016 - [INFO] - [E:36| 1000]: Train Loss:0.0010203, Val MRR:0.39329, testrun_4a235016 +2023-06-01 03:58:40,868 - testrun_4a235016 - [INFO] - [E:36| 1100]: Train Loss:0.0010203, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:00:45,184 - testrun_4a235016 - [INFO] - [E:36| 1200]: Train Loss:0.0010202, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:02:49,792 - testrun_4a235016 - [INFO] - [E:36| 1300]: Train Loss:0.0010201, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:04:54,277 - testrun_4a235016 - [INFO] - [E:36| 1400]: Train Loss:0.0010203, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:06:58,601 - testrun_4a235016 - [INFO] - [E:36| 1500]: Train Loss:0.0010209, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:09:02,999 - testrun_4a235016 - [INFO] - [E:36| 1600]: Train Loss:0.0010209, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:10:24,207 - testrun_4a235016 - [INFO] - [Epoch:36]: Training Loss:0.001021 + +2023-06-01 04:10:24,675 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 04:11:08,850 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 04:11:34,341 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 04:12:18,601 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 04:12:43,809 - testrun_4a235016 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.48119, Head : 0.27423, Avg : 0.37771 + +2023-06-01 04:12:43,843 - testrun_4a235016 - [INFO] - [Epoch 36]: Training Loss: 0.001021, Valid MRR: 0.39329, + + + +2023-06-01 04:12:45,159 - testrun_4a235016 - [INFO] - [E:37| 0]: Train Loss:0.0010314, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:14:49,716 - testrun_4a235016 - [INFO] - [E:37| 100]: Train Loss:0.0010163, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:16:54,116 - testrun_4a235016 - [INFO] - [E:37| 200]: Train Loss:0.0010152, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:18:58,578 - testrun_4a235016 - [INFO] - [E:37| 300]: Train Loss:0.001015, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:21:03,236 - testrun_4a235016 - [INFO] - [E:37| 400]: Train Loss:0.0010163, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:23:03,583 - testrun_4a235016 - [INFO] - [E:37| 500]: Train Loss:0.001016, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:24:46,503 - testrun_4a235016 - [INFO] - [E:37| 600]: Train Loss:0.0010169, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:26:30,865 - testrun_4a235016 - [INFO] - [E:37| 700]: Train Loss:0.001017, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:28:35,168 - testrun_4a235016 - [INFO] - [E:37| 800]: Train Loss:0.0010169, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:30:39,525 - testrun_4a235016 - [INFO] - [E:37| 900]: Train Loss:0.0010178, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:32:44,020 - testrun_4a235016 - [INFO] - [E:37| 1000]: Train Loss:0.0010184, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:34:48,441 - testrun_4a235016 - [INFO] - [E:37| 1100]: Train Loss:0.0010188, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:36:52,917 - testrun_4a235016 - [INFO] - [E:37| 1200]: Train Loss:0.0010193, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:38:57,286 - testrun_4a235016 - [INFO] - [E:37| 1300]: Train Loss:0.0010194, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:41:01,820 - testrun_4a235016 - [INFO] - [E:37| 1400]: Train Loss:0.0010191, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:43:06,399 - testrun_4a235016 - [INFO] - [E:37| 1500]: Train Loss:0.0010194, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:45:11,021 - testrun_4a235016 - [INFO] - [E:37| 1600]: Train Loss:0.0010193, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:46:32,306 - testrun_4a235016 - [INFO] - [Epoch:37]: Training Loss:0.001019 + +2023-06-01 04:46:32,854 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 04:47:16,964 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 04:47:42,607 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 04:48:26,946 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 04:48:52,182 - testrun_4a235016 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.47079, Head : 0.25357, Avg : 0.36218 + +2023-06-01 04:48:52,207 - testrun_4a235016 - [INFO] - [Epoch 37]: Training Loss: 0.0010194, Valid MRR: 0.39329, + + + +2023-06-01 04:48:53,461 - testrun_4a235016 - [INFO] - [E:38| 0]: Train Loss:0.001083, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:50:58,040 - testrun_4a235016 - [INFO] - [E:38| 100]: Train Loss:0.0010145, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:53:02,666 - testrun_4a235016 - [INFO] - [E:38| 200]: Train Loss:0.0010154, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:55:07,172 - testrun_4a235016 - [INFO] - [E:38| 300]: Train Loss:0.0010153, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:57:11,948 - testrun_4a235016 - [INFO] - [E:38| 400]: Train Loss:0.0010157, Val MRR:0.39329, testrun_4a235016 +2023-06-01 04:59:16,601 - testrun_4a235016 - [INFO] - [E:38| 500]: Train Loss:0.0010157, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:01:21,148 - testrun_4a235016 - [INFO] - [E:38| 600]: Train Loss:0.001016, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:03:25,722 - testrun_4a235016 - [INFO] - [E:38| 700]: Train Loss:0.001016, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:05:12,173 - testrun_4a235016 - [INFO] - [E:38| 800]: Train Loss:0.0010162, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:06:55,266 - testrun_4a235016 - [INFO] - [E:38| 900]: Train Loss:0.0010165, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:08:54,179 - testrun_4a235016 - [INFO] - [E:38| 1000]: Train Loss:0.0010167, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:10:58,634 - testrun_4a235016 - [INFO] - [E:38| 1100]: Train Loss:0.0010168, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:13:02,940 - testrun_4a235016 - [INFO] - [E:38| 1200]: Train Loss:0.001017, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:15:07,511 - testrun_4a235016 - [INFO] - [E:38| 1300]: Train Loss:0.001017, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:17:11,916 - testrun_4a235016 - [INFO] - [E:38| 1400]: Train Loss:0.0010173, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:19:16,356 - testrun_4a235016 - [INFO] - [E:38| 1500]: Train Loss:0.0010172, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:21:20,956 - testrun_4a235016 - [INFO] - [E:38| 1600]: Train Loss:0.0010175, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:22:42,409 - testrun_4a235016 - [INFO] - [Epoch:38]: Training Loss:0.001018 + +2023-06-01 05:22:42,868 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 05:23:27,060 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 05:23:52,637 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 05:24:37,043 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 05:25:02,288 - testrun_4a235016 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.47908, Head : 0.23963, Avg : 0.35936 + +2023-06-01 05:25:02,327 - testrun_4a235016 - [INFO] - [Epoch 38]: Training Loss: 0.0010177, Valid MRR: 0.39329, + + + +2023-06-01 05:25:03,623 - testrun_4a235016 - [INFO] - [E:39| 0]: Train Loss:0.0010029, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:27:08,158 - testrun_4a235016 - [INFO] - [E:39| 100]: Train Loss:0.0010181, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:29:12,719 - testrun_4a235016 - [INFO] - [E:39| 200]: Train Loss:0.0010132, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:31:17,344 - testrun_4a235016 - [INFO] - [E:39| 300]: Train Loss:0.0010129, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:33:21,994 - testrun_4a235016 - [INFO] - [E:39| 400]: Train Loss:0.0010141, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:35:26,620 - testrun_4a235016 - [INFO] - [E:39| 500]: Train Loss:0.0010154, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:37:31,490 - testrun_4a235016 - [INFO] - [E:39| 600]: Train Loss:0.0010143, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:39:37,263 - testrun_4a235016 - [INFO] - [E:39| 700]: Train Loss:0.0010146, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:41:43,318 - testrun_4a235016 - [INFO] - [E:39| 800]: Train Loss:0.0010149, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:43:49,414 - testrun_4a235016 - [INFO] - [E:39| 900]: Train Loss:0.0010151, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:45:43,454 - testrun_4a235016 - [INFO] - [E:39| 1000]: Train Loss:0.0010154, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:47:28,854 - testrun_4a235016 - [INFO] - [E:39| 1100]: Train Loss:0.0010151, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:49:26,511 - testrun_4a235016 - [INFO] - [E:39| 1200]: Train Loss:0.0010154, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:51:32,992 - testrun_4a235016 - [INFO] - [E:39| 1300]: Train Loss:0.0010156, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:53:39,117 - testrun_4a235016 - [INFO] - [E:39| 1400]: Train Loss:0.0010157, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:55:45,247 - testrun_4a235016 - [INFO] - [E:39| 1500]: Train Loss:0.0010159, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:57:51,220 - testrun_4a235016 - [INFO] - [E:39| 1600]: Train Loss:0.0010162, Val MRR:0.39329, testrun_4a235016 +2023-06-01 05:59:13,639 - testrun_4a235016 - [INFO] - [Epoch:39]: Training Loss:0.001016 + +2023-06-01 05:59:14,151 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 05:59:58,918 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 06:00:25,034 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 06:01:10,156 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 06:01:35,808 - testrun_4a235016 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.48774, Head : 0.26361, Avg : 0.37567 + MR: Tail : 617.64, Head : 566.88, Avg : 592.26 + Hit-1: Tail : 0.39455, Head : 0.13806, Avg : 0.26631 + Hit-3: Tail : 0.54018, Head : 0.31834, Avg : 0.42926 + Hit-10: Tail : 0.65989, Head : 0.51217, Avg : 0.58603 +2023-06-01 06:01:35,846 - testrun_4a235016 - [INFO] - [Epoch 39]: Training Loss: 0.0010161, Valid MRR: 0.39329, + + + +2023-06-01 06:01:37,184 - testrun_4a235016 - [INFO] - [E:40| 0]: Train Loss:0.00098723, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:03:43,321 - testrun_4a235016 - [INFO] - [E:40| 100]: Train Loss:0.0010103, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:05:49,511 - testrun_4a235016 - [INFO] - [E:40| 200]: Train Loss:0.0010122, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:07:55,804 - testrun_4a235016 - [INFO] - [E:40| 300]: Train Loss:0.0010128, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:10:02,127 - testrun_4a235016 - [INFO] - [E:40| 400]: Train Loss:0.001013, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:12:08,492 - testrun_4a235016 - [INFO] - [E:40| 500]: Train Loss:0.0010126, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:14:14,426 - testrun_4a235016 - [INFO] - [E:40| 600]: Train Loss:0.0010126, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:16:20,361 - testrun_4a235016 - [INFO] - [E:40| 700]: Train Loss:0.0010128, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:18:26,556 - testrun_4a235016 - [INFO] - [E:40| 800]: Train Loss:0.0010124, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:20:32,739 - testrun_4a235016 - [INFO] - [E:40| 900]: Train Loss:0.001013, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:22:38,935 - testrun_4a235016 - [INFO] - [E:40| 1000]: Train Loss:0.0010136, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:24:45,233 - testrun_4a235016 - [INFO] - [E:40| 1100]: Train Loss:0.0010136, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:26:34,265 - testrun_4a235016 - [INFO] - [E:40| 1200]: Train Loss:0.0010137, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:28:19,918 - testrun_4a235016 - [INFO] - [E:40| 1300]: Train Loss:0.0010142, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:30:20,396 - testrun_4a235016 - [INFO] - [E:40| 1400]: Train Loss:0.0010146, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:32:25,130 - testrun_4a235016 - [INFO] - [E:40| 1500]: Train Loss:0.0010148, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:34:29,786 - testrun_4a235016 - [INFO] - [E:40| 1600]: Train Loss:0.0010148, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:35:51,238 - testrun_4a235016 - [INFO] - [Epoch:40]: Training Loss:0.001015 + +2023-06-01 06:35:51,769 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 06:36:35,840 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 06:37:01,525 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 06:37:46,049 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 06:38:11,436 - testrun_4a235016 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.48742, Head : 0.29727, Avg : 0.39235 + +2023-06-01 06:38:11,462 - testrun_4a235016 - [INFO] - [Epoch 40]: Training Loss: 0.0010146, Valid MRR: 0.39329, + + + +2023-06-01 06:38:12,756 - testrun_4a235016 - [INFO] - [E:41| 0]: Train Loss:0.00097958, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:40:17,238 - testrun_4a235016 - [INFO] - [E:41| 100]: Train Loss:0.0010093, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:42:21,960 - testrun_4a235016 - [INFO] - [E:41| 200]: Train Loss:0.0010092, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:44:26,425 - testrun_4a235016 - [INFO] - [E:41| 300]: Train Loss:0.0010095, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:46:31,290 - testrun_4a235016 - [INFO] - [E:41| 400]: Train Loss:0.0010104, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:48:35,869 - testrun_4a235016 - [INFO] - [E:41| 500]: Train Loss:0.0010116, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:50:40,453 - testrun_4a235016 - [INFO] - [E:41| 600]: Train Loss:0.001011, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:52:45,264 - testrun_4a235016 - [INFO] - [E:41| 700]: Train Loss:0.0010112, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:54:50,045 - testrun_4a235016 - [INFO] - [E:41| 800]: Train Loss:0.0010117, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:56:54,999 - testrun_4a235016 - [INFO] - [E:41| 900]: Train Loss:0.0010116, Val MRR:0.39329, testrun_4a235016 +2023-06-01 06:58:59,553 - testrun_4a235016 - [INFO] - [E:41| 1000]: Train Loss:0.0010114, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:01:04,055 - testrun_4a235016 - [INFO] - [E:41| 1100]: Train Loss:0.0010116, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:03:08,832 - testrun_4a235016 - [INFO] - [E:41| 1200]: Train Loss:0.0010117, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:05:13,575 - testrun_4a235016 - [INFO] - [E:41| 1300]: Train Loss:0.001012, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:07:05,213 - testrun_4a235016 - [INFO] - [E:41| 1400]: Train Loss:0.001012, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:08:48,762 - testrun_4a235016 - [INFO] - [E:41| 1500]: Train Loss:0.0010123, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:10:42,868 - testrun_4a235016 - [INFO] - [E:41| 1600]: Train Loss:0.0010125, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:12:04,420 - testrun_4a235016 - [INFO] - [Epoch:41]: Training Loss:0.001013 + +2023-06-01 07:12:04,985 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 07:12:49,120 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 07:13:14,705 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 07:13:59,374 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 07:14:25,130 - testrun_4a235016 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.48394, Head : 0.26192, Avg : 0.37293 + +2023-06-01 07:14:25,167 - testrun_4a235016 - [INFO] - [Epoch 41]: Training Loss: 0.0010128, Valid MRR: 0.39329, + + + +2023-06-01 07:14:26,498 - testrun_4a235016 - [INFO] - [E:42| 0]: Train Loss:0.00098976, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:16:32,829 - testrun_4a235016 - [INFO] - [E:42| 100]: Train Loss:0.0010132, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:18:39,312 - testrun_4a235016 - [INFO] - [E:42| 200]: Train Loss:0.0010131, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:20:45,586 - testrun_4a235016 - [INFO] - [E:42| 300]: Train Loss:0.0010141, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:22:51,925 - testrun_4a235016 - [INFO] - [E:42| 400]: Train Loss:0.0010132, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:24:58,420 - testrun_4a235016 - [INFO] - [E:42| 500]: Train Loss:0.0010134, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:27:04,556 - testrun_4a235016 - [INFO] - [E:42| 600]: Train Loss:0.0010118, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:29:10,660 - testrun_4a235016 - [INFO] - [E:42| 700]: Train Loss:0.0010114, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:31:16,995 - testrun_4a235016 - [INFO] - [E:42| 800]: Train Loss:0.0010115, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:33:23,462 - testrun_4a235016 - [INFO] - [E:42| 900]: Train Loss:0.0010115, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:35:29,892 - testrun_4a235016 - [INFO] - [E:42| 1000]: Train Loss:0.0010113, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:37:36,203 - testrun_4a235016 - [INFO] - [E:42| 1100]: Train Loss:0.0010112, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:39:42,430 - testrun_4a235016 - [INFO] - [E:42| 1200]: Train Loss:0.0010112, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:41:48,880 - testrun_4a235016 - [INFO] - [E:42| 1300]: Train Loss:0.0010109, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:43:55,073 - testrun_4a235016 - [INFO] - [E:42| 1400]: Train Loss:0.0010109, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:46:01,310 - testrun_4a235016 - [INFO] - [E:42| 1500]: Train Loss:0.0010111, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:47:51,419 - testrun_4a235016 - [INFO] - [E:42| 1600]: Train Loss:0.001011, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:48:59,102 - testrun_4a235016 - [INFO] - [Epoch:42]: Training Loss:0.001011 + +2023-06-01 07:48:59,470 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 07:49:35,281 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 07:49:55,923 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 07:50:36,108 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 07:51:01,395 - testrun_4a235016 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.49042, Head : 0.26276, Avg : 0.37659 + +2023-06-01 07:51:01,421 - testrun_4a235016 - [INFO] - [Epoch 42]: Training Loss: 0.0010111, Valid MRR: 0.39329, + + + +2023-06-01 07:51:02,714 - testrun_4a235016 - [INFO] - [E:43| 0]: Train Loss:0.0010456, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:53:07,621 - testrun_4a235016 - [INFO] - [E:43| 100]: Train Loss:0.001003, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:55:12,707 - testrun_4a235016 - [INFO] - [E:43| 200]: Train Loss:0.0010047, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:57:17,203 - testrun_4a235016 - [INFO] - [E:43| 300]: Train Loss:0.0010067, Val MRR:0.39329, testrun_4a235016 +2023-06-01 07:59:22,069 - testrun_4a235016 - [INFO] - [E:43| 400]: Train Loss:0.0010078, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:01:29,044 - testrun_4a235016 - [INFO] - [E:43| 500]: Train Loss:0.0010082, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:03:35,082 - testrun_4a235016 - [INFO] - [E:43| 600]: Train Loss:0.0010089, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:05:39,759 - testrun_4a235016 - [INFO] - [E:43| 700]: Train Loss:0.0010087, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:07:44,507 - testrun_4a235016 - [INFO] - [E:43| 800]: Train Loss:0.0010088, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:09:49,034 - testrun_4a235016 - [INFO] - [E:43| 900]: Train Loss:0.0010084, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:11:54,139 - testrun_4a235016 - [INFO] - [E:43| 1000]: Train Loss:0.0010086, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:13:59,600 - testrun_4a235016 - [INFO] - [E:43| 1100]: Train Loss:0.0010089, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:16:05,063 - testrun_4a235016 - [INFO] - [E:43| 1200]: Train Loss:0.0010089, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:18:10,643 - testrun_4a235016 - [INFO] - [E:43| 1300]: Train Loss:0.001009, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:20:16,199 - testrun_4a235016 - [INFO] - [E:43| 1400]: Train Loss:0.0010089, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:22:21,681 - testrun_4a235016 - [INFO] - [E:43| 1500]: Train Loss:0.0010092, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:24:27,110 - testrun_4a235016 - [INFO] - [E:43| 1600]: Train Loss:0.0010094, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:25:49,006 - testrun_4a235016 - [INFO] - [Epoch:43]: Training Loss:0.00101 + +2023-06-01 08:25:49,559 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 08:26:34,051 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 08:26:59,709 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 08:27:41,431 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 08:28:01,761 - testrun_4a235016 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.48406, Head : 0.28793, Avg : 0.386 + +2023-06-01 08:28:01,787 - testrun_4a235016 - [INFO] - [Epoch 43]: Training Loss: 0.0010095, Valid MRR: 0.39329, + + + +2023-06-01 08:28:02,908 - testrun_4a235016 - [INFO] - [E:44| 0]: Train Loss:0.00099669, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:29:46,932 - testrun_4a235016 - [INFO] - [E:44| 100]: Train Loss:0.0010043, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:31:36,245 - testrun_4a235016 - [INFO] - [E:44| 200]: Train Loss:0.0010066, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:33:41,080 - testrun_4a235016 - [INFO] - [E:44| 300]: Train Loss:0.0010059, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:35:45,677 - testrun_4a235016 - [INFO] - [E:44| 400]: Train Loss:0.0010056, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:37:51,217 - testrun_4a235016 - [INFO] - [E:44| 500]: Train Loss:0.0010046, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:39:56,995 - testrun_4a235016 - [INFO] - [E:44| 600]: Train Loss:0.0010042, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:42:02,141 - testrun_4a235016 - [INFO] - [E:44| 700]: Train Loss:0.001005, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:44:06,660 - testrun_4a235016 - [INFO] - [E:44| 800]: Train Loss:0.0010058, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:46:11,331 - testrun_4a235016 - [INFO] - [E:44| 900]: Train Loss:0.0010058, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:48:15,678 - testrun_4a235016 - [INFO] - [E:44| 1000]: Train Loss:0.0010067, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:50:20,330 - testrun_4a235016 - [INFO] - [E:44| 1100]: Train Loss:0.0010068, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:52:24,843 - testrun_4a235016 - [INFO] - [E:44| 1200]: Train Loss:0.001007, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:54:29,525 - testrun_4a235016 - [INFO] - [E:44| 1300]: Train Loss:0.0010072, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:56:34,139 - testrun_4a235016 - [INFO] - [E:44| 1400]: Train Loss:0.0010074, Val MRR:0.39329, testrun_4a235016 +2023-06-01 08:58:38,763 - testrun_4a235016 - [INFO] - [E:44| 1500]: Train Loss:0.0010078, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:00:43,426 - testrun_4a235016 - [INFO] - [E:44| 1600]: Train Loss:0.0010077, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:02:05,442 - testrun_4a235016 - [INFO] - [Epoch:44]: Training Loss:0.001008 + +2023-06-01 09:02:05,889 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 09:02:50,154 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 09:03:15,587 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 09:04:00,029 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 09:04:25,322 - testrun_4a235016 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.50132, Head : 0.27547, Avg : 0.38839 + +2023-06-01 09:04:25,348 - testrun_4a235016 - [INFO] - [Epoch 44]: Training Loss: 0.0010078, Valid MRR: 0.39329, + + + +2023-06-01 09:04:26,647 - testrun_4a235016 - [INFO] - [E:45| 0]: Train Loss:0.0010298, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:06:31,122 - testrun_4a235016 - [INFO] - [E:45| 100]: Train Loss:0.0010102, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:08:33,266 - testrun_4a235016 - [INFO] - [E:45| 200]: Train Loss:0.0010081, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:10:16,400 - testrun_4a235016 - [INFO] - [E:45| 300]: Train Loss:0.0010064, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:12:00,478 - testrun_4a235016 - [INFO] - [E:45| 400]: Train Loss:0.001006, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:14:04,933 - testrun_4a235016 - [INFO] - [E:45| 500]: Train Loss:0.0010059, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:16:09,487 - testrun_4a235016 - [INFO] - [E:45| 600]: Train Loss:0.0010051, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:18:14,056 - testrun_4a235016 - [INFO] - [E:45| 700]: Train Loss:0.0010055, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:20:18,526 - testrun_4a235016 - [INFO] - [E:45| 800]: Train Loss:0.0010052, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:22:23,187 - testrun_4a235016 - [INFO] - [E:45| 900]: Train Loss:0.0010059, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:24:27,517 - testrun_4a235016 - [INFO] - [E:45| 1000]: Train Loss:0.0010062, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:26:32,225 - testrun_4a235016 - [INFO] - [E:45| 1100]: Train Loss:0.0010062, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:28:38,297 - testrun_4a235016 - [INFO] - [E:45| 1200]: Train Loss:0.0010063, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:30:43,817 - testrun_4a235016 - [INFO] - [E:45| 1300]: Train Loss:0.0010063, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:32:48,402 - testrun_4a235016 - [INFO] - [E:45| 1400]: Train Loss:0.0010067, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:34:53,084 - testrun_4a235016 - [INFO] - [E:45| 1500]: Train Loss:0.0010066, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:36:57,790 - testrun_4a235016 - [INFO] - [E:45| 1600]: Train Loss:0.0010067, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:38:19,128 - testrun_4a235016 - [INFO] - [Epoch:45]: Training Loss:0.001007 + +2023-06-01 09:38:19,665 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 09:39:03,664 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 09:39:29,170 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 09:40:13,741 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 09:40:38,987 - testrun_4a235016 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.48513, Head : 0.29081, Avg : 0.38797 + +2023-06-01 09:40:39,012 - testrun_4a235016 - [INFO] - [Epoch 45]: Training Loss: 0.0010066, Valid MRR: 0.39329, + + + +2023-06-01 09:40:40,310 - testrun_4a235016 - [INFO] - [E:46| 0]: Train Loss:0.00099545, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:42:44,977 - testrun_4a235016 - [INFO] - [E:46| 100]: Train Loss:0.00099937, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:44:49,815 - testrun_4a235016 - [INFO] - [E:46| 200]: Train Loss:0.0010012, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:46:54,320 - testrun_4a235016 - [INFO] - [E:46| 300]: Train Loss:0.001002, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:48:59,201 - testrun_4a235016 - [INFO] - [E:46| 400]: Train Loss:0.0010029, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:50:46,420 - testrun_4a235016 - [INFO] - [E:46| 500]: Train Loss:0.0010023, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:52:29,487 - testrun_4a235016 - [INFO] - [E:46| 600]: Train Loss:0.0010021, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:54:29,932 - testrun_4a235016 - [INFO] - [E:46| 700]: Train Loss:0.0010023, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:56:36,137 - testrun_4a235016 - [INFO] - [E:46| 800]: Train Loss:0.0010023, Val MRR:0.39329, testrun_4a235016 +2023-06-01 09:58:42,311 - testrun_4a235016 - [INFO] - [E:46| 900]: Train Loss:0.0010025, Val MRR:0.39329, testrun_4a235016 +2023-06-01 10:00:48,574 - testrun_4a235016 - [INFO] - [E:46| 1000]: Train Loss:0.0010029, Val MRR:0.39329, testrun_4a235016 +2023-06-01 10:02:54,614 - testrun_4a235016 - [INFO] - [E:46| 1100]: Train Loss:0.0010035, Val MRR:0.39329, testrun_4a235016 +2023-06-01 10:05:00,748 - testrun_4a235016 - [INFO] - [E:46| 1200]: Train Loss:0.0010039, Val MRR:0.39329, testrun_4a235016 +2023-06-01 10:07:06,750 - testrun_4a235016 - [INFO] - [E:46| 1300]: Train Loss:0.001004, Val MRR:0.39329, testrun_4a235016 +2023-06-01 10:09:12,992 - testrun_4a235016 - [INFO] - [E:46| 1400]: Train Loss:0.0010044, Val MRR:0.39329, testrun_4a235016 +2023-06-01 10:11:19,032 - testrun_4a235016 - [INFO] - [E:46| 1500]: Train Loss:0.0010047, Val MRR:0.39329, testrun_4a235016 +2023-06-01 10:13:25,068 - testrun_4a235016 - [INFO] - [E:46| 1600]: Train Loss:0.0010047, Val MRR:0.39329, testrun_4a235016 +2023-06-01 10:14:47,268 - testrun_4a235016 - [INFO] - [Epoch:46]: Training Loss:0.001005 + +2023-06-01 10:14:47,699 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 10:15:32,409 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 10:15:58,338 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 10:16:43,274 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 10:17:08,706 - testrun_4a235016 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.48692, Head : 0.30928, Avg : 0.3981 + +2023-06-01 10:17:09,783 - testrun_4a235016 - [INFO] - [Epoch 46]: Training Loss: 0.0010051, Valid MRR: 0.3981, + + + +2023-06-01 10:17:11,091 - testrun_4a235016 - [INFO] - [E:47| 0]: Train Loss:0.0009878, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:19:17,281 - testrun_4a235016 - [INFO] - [E:47| 100]: Train Loss:0.00099885, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:21:23,117 - testrun_4a235016 - [INFO] - [E:47| 200]: Train Loss:0.00099974, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:23:29,139 - testrun_4a235016 - [INFO] - [E:47| 300]: Train Loss:0.0009999, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:25:35,293 - testrun_4a235016 - [INFO] - [E:47| 400]: Train Loss:0.0010015, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:27:41,136 - testrun_4a235016 - [INFO] - [E:47| 500]: Train Loss:0.0010011, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:29:47,182 - testrun_4a235016 - [INFO] - [E:47| 600]: Train Loss:0.0010021, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:31:33,359 - testrun_4a235016 - [INFO] - [E:47| 700]: Train Loss:0.0010026, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:33:18,842 - testrun_4a235016 - [INFO] - [E:47| 800]: Train Loss:0.0010033, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:35:23,770 - testrun_4a235016 - [INFO] - [E:47| 900]: Train Loss:0.001003, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:37:29,801 - testrun_4a235016 - [INFO] - [E:47| 1000]: Train Loss:0.0010031, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:39:35,695 - testrun_4a235016 - [INFO] - [E:47| 1100]: Train Loss:0.0010034, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:41:41,866 - testrun_4a235016 - [INFO] - [E:47| 1200]: Train Loss:0.0010033, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:43:47,814 - testrun_4a235016 - [INFO] - [E:47| 1300]: Train Loss:0.0010041, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:45:54,113 - testrun_4a235016 - [INFO] - [E:47| 1400]: Train Loss:0.001004, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:48:00,223 - testrun_4a235016 - [INFO] - [E:47| 1500]: Train Loss:0.001004, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:50:06,542 - testrun_4a235016 - [INFO] - [E:47| 1600]: Train Loss:0.0010042, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:51:28,973 - testrun_4a235016 - [INFO] - [Epoch:47]: Training Loss:0.001004 + +2023-06-01 10:51:29,537 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 10:52:14,254 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 10:52:40,212 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 10:53:25,318 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 10:53:50,949 - testrun_4a235016 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.47458, Head : 0.27496, Avg : 0.37477 + +2023-06-01 10:53:50,975 - testrun_4a235016 - [INFO] - [Epoch 47]: Training Loss: 0.0010043, Valid MRR: 0.3981, + + + +2023-06-01 10:53:52,263 - testrun_4a235016 - [INFO] - [E:48| 0]: Train Loss:0.00097852, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:55:58,452 - testrun_4a235016 - [INFO] - [E:48| 100]: Train Loss:0.00099847, Val MRR:0.3981, testrun_4a235016 +2023-06-01 10:58:04,437 - testrun_4a235016 - [INFO] - [E:48| 200]: Train Loss:0.00099945, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:00:10,722 - testrun_4a235016 - [INFO] - [E:48| 300]: Train Loss:0.00099915, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:02:16,677 - testrun_4a235016 - [INFO] - [E:48| 400]: Train Loss:0.00099834, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:04:22,746 - testrun_4a235016 - [INFO] - [E:48| 500]: Train Loss:0.00099892, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:06:28,597 - testrun_4a235016 - [INFO] - [E:48| 600]: Train Loss:0.0009997, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:08:34,686 - testrun_4a235016 - [INFO] - [E:48| 700]: Train Loss:0.00099964, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:10:37,245 - testrun_4a235016 - [INFO] - [E:48| 800]: Train Loss:0.0010004, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:12:22,687 - testrun_4a235016 - [INFO] - [E:48| 900]: Train Loss:0.0010006, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:14:11,296 - testrun_4a235016 - [INFO] - [E:48| 1000]: Train Loss:0.0010006, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:16:17,400 - testrun_4a235016 - [INFO] - [E:48| 1100]: Train Loss:0.0010006, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:18:23,537 - testrun_4a235016 - [INFO] - [E:48| 1200]: Train Loss:0.0010009, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:20:29,666 - testrun_4a235016 - [INFO] - [E:48| 1300]: Train Loss:0.0010015, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:22:35,496 - testrun_4a235016 - [INFO] - [E:48| 1400]: Train Loss:0.0010019, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:24:41,570 - testrun_4a235016 - [INFO] - [E:48| 1500]: Train Loss:0.0010023, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:26:47,476 - testrun_4a235016 - [INFO] - [E:48| 1600]: Train Loss:0.0010021, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:28:09,836 - testrun_4a235016 - [INFO] - [Epoch:48]: Training Loss:0.001002 + +2023-06-01 11:28:10,335 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 11:28:55,078 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 11:29:20,936 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 11:30:06,053 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 11:30:31,690 - testrun_4a235016 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.48509, Head : 0.26142, Avg : 0.37326 + +2023-06-01 11:30:31,716 - testrun_4a235016 - [INFO] - [Epoch 48]: Training Loss: 0.0010022, Valid MRR: 0.3981, + + + +2023-06-01 11:30:33,036 - testrun_4a235016 - [INFO] - [E:49| 0]: Train Loss:0.00098199, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:32:39,062 - testrun_4a235016 - [INFO] - [E:49| 100]: Train Loss:0.0010028, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:34:44,915 - testrun_4a235016 - [INFO] - [E:49| 200]: Train Loss:0.000999, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:36:50,840 - testrun_4a235016 - [INFO] - [E:49| 300]: Train Loss:0.0009994, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:38:56,784 - testrun_4a235016 - [INFO] - [E:49| 400]: Train Loss:0.001001, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:41:02,709 - testrun_4a235016 - [INFO] - [E:49| 500]: Train Loss:0.0010003, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:43:08,874 - testrun_4a235016 - [INFO] - [E:49| 600]: Train Loss:0.00099951, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:45:14,897 - testrun_4a235016 - [INFO] - [E:49| 700]: Train Loss:0.00099949, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:47:21,040 - testrun_4a235016 - [INFO] - [E:49| 800]: Train Loss:0.001, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:49:26,983 - testrun_4a235016 - [INFO] - [E:49| 900]: Train Loss:0.0010005, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:51:25,529 - testrun_4a235016 - [INFO] - [E:49| 1000]: Train Loss:0.0010005, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:53:10,888 - testrun_4a235016 - [INFO] - [E:49| 1100]: Train Loss:0.0010006, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:55:03,726 - testrun_4a235016 - [INFO] - [E:49| 1200]: Train Loss:0.0010007, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:57:09,596 - testrun_4a235016 - [INFO] - [E:49| 1300]: Train Loss:0.0010007, Val MRR:0.3981, testrun_4a235016 +2023-06-01 11:59:15,497 - testrun_4a235016 - [INFO] - [E:49| 1400]: Train Loss:0.0010008, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:01:21,561 - testrun_4a235016 - [INFO] - [E:49| 1500]: Train Loss:0.001001, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:03:27,401 - testrun_4a235016 - [INFO] - [E:49| 1600]: Train Loss:0.0010009, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:04:49,743 - testrun_4a235016 - [INFO] - [Epoch:49]: Training Loss:0.001001 + +2023-06-01 12:04:50,206 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 12:05:34,987 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 12:06:01,007 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 12:06:46,012 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 12:07:11,657 - testrun_4a235016 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.48047, Head : 0.27778, Avg : 0.37912 + MR: Tail : 691.85, Head : 611.42, Avg : 651.63 + Hit-1: Tail : 0.38376, Head : 0.14544, Avg : 0.2646 + Hit-3: Tail : 0.5382, Head : 0.34961, Avg : 0.44391 + Hit-10: Tail : 0.66093, Head : 0.53637, Avg : 0.59865 +2023-06-01 12:07:11,686 - testrun_4a235016 - [INFO] - [Epoch 49]: Training Loss: 0.0010009, Valid MRR: 0.3981, + + + +2023-06-01 12:07:13,013 - testrun_4a235016 - [INFO] - [E:50| 0]: Train Loss:0.00099139, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:09:18,994 - testrun_4a235016 - [INFO] - [E:50| 100]: Train Loss:0.00099078, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:11:24,947 - testrun_4a235016 - [INFO] - [E:50| 200]: Train Loss:0.00099273, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:13:30,447 - testrun_4a235016 - [INFO] - [E:50| 300]: Train Loss:0.00099288, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:15:36,127 - testrun_4a235016 - [INFO] - [E:50| 400]: Train Loss:0.0009954, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:17:41,978 - testrun_4a235016 - [INFO] - [E:50| 500]: Train Loss:0.00099611, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:19:47,684 - testrun_4a235016 - [INFO] - [E:50| 600]: Train Loss:0.00099665, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:21:53,495 - testrun_4a235016 - [INFO] - [E:50| 700]: Train Loss:0.0009974, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:23:59,203 - testrun_4a235016 - [INFO] - [E:50| 800]: Train Loss:0.00099789, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:26:05,030 - testrun_4a235016 - [INFO] - [E:50| 900]: Train Loss:0.00099758, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:28:10,628 - testrun_4a235016 - [INFO] - [E:50| 1000]: Train Loss:0.00099784, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:30:16,542 - testrun_4a235016 - [INFO] - [E:50| 1100]: Train Loss:0.00099789, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:32:11,122 - testrun_4a235016 - [INFO] - [E:50| 1200]: Train Loss:0.00099847, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:33:56,323 - testrun_4a235016 - [INFO] - [E:50| 1300]: Train Loss:0.00099878, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:35:52,792 - testrun_4a235016 - [INFO] - [E:50| 1400]: Train Loss:0.00099883, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:37:58,541 - testrun_4a235016 - [INFO] - [E:50| 1500]: Train Loss:0.00099872, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:40:04,253 - testrun_4a235016 - [INFO] - [E:50| 1600]: Train Loss:0.00099916, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:41:26,527 - testrun_4a235016 - [INFO] - [Epoch:50]: Training Loss:0.0009991 + +2023-06-01 12:41:26,970 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 12:42:11,608 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 12:42:37,582 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 12:43:22,548 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 12:43:48,050 - testrun_4a235016 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.48595, Head : 0.26699, Avg : 0.37647 + +2023-06-01 12:43:48,076 - testrun_4a235016 - [INFO] - [Epoch 50]: Training Loss: 0.00099913, Valid MRR: 0.3981, + + + +2023-06-01 12:43:49,399 - testrun_4a235016 - [INFO] - [E:51| 0]: Train Loss:0.0010117, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:45:55,271 - testrun_4a235016 - [INFO] - [E:51| 100]: Train Loss:0.00099926, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:48:00,867 - testrun_4a235016 - [INFO] - [E:51| 200]: Train Loss:0.00099791, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:50:06,523 - testrun_4a235016 - [INFO] - [E:51| 300]: Train Loss:0.00099746, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:52:12,373 - testrun_4a235016 - [INFO] - [E:51| 400]: Train Loss:0.00099837, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:54:18,364 - testrun_4a235016 - [INFO] - [E:51| 500]: Train Loss:0.00099894, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:56:24,192 - testrun_4a235016 - [INFO] - [E:51| 600]: Train Loss:0.00099805, Val MRR:0.3981, testrun_4a235016 +2023-06-01 12:58:30,303 - testrun_4a235016 - [INFO] - [E:51| 700]: Train Loss:0.00099746, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:00:35,942 - testrun_4a235016 - [INFO] - [E:51| 800]: Train Loss:0.00099693, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:02:41,663 - testrun_4a235016 - [INFO] - [E:51| 900]: Train Loss:0.00099718, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:04:47,390 - testrun_4a235016 - [INFO] - [E:51| 1000]: Train Loss:0.00099733, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:06:53,232 - testrun_4a235016 - [INFO] - [E:51| 1100]: Train Loss:0.0009976, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:08:59,042 - testrun_4a235016 - [INFO] - [E:51| 1200]: Train Loss:0.00099755, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:11:04,758 - testrun_4a235016 - [INFO] - [E:51| 1300]: Train Loss:0.00099806, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:12:55,510 - testrun_4a235016 - [INFO] - [E:51| 1400]: Train Loss:0.00099813, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:14:40,669 - testrun_4a235016 - [INFO] - [E:51| 1500]: Train Loss:0.00099844, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:16:41,023 - testrun_4a235016 - [INFO] - [E:51| 1600]: Train Loss:0.00099895, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:18:03,321 - testrun_4a235016 - [INFO] - [Epoch:51]: Training Loss:0.0009989 + +2023-06-01 13:18:03,796 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 13:18:48,414 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 13:19:14,396 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 13:19:59,417 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 13:20:24,988 - testrun_4a235016 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.49133, Head : 0.26161, Avg : 0.37647 + +2023-06-01 13:20:25,014 - testrun_4a235016 - [INFO] - [Epoch 51]: Training Loss: 0.00099887, Valid MRR: 0.3981, + + + +2023-06-01 13:20:26,336 - testrun_4a235016 - [INFO] - [E:52| 0]: Train Loss:0.00098681, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:22:32,293 - testrun_4a235016 - [INFO] - [E:52| 100]: Train Loss:0.00099106, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:24:38,081 - testrun_4a235016 - [INFO] - [E:52| 200]: Train Loss:0.00099323, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:26:43,890 - testrun_4a235016 - [INFO] - [E:52| 300]: Train Loss:0.00099252, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:28:49,620 - testrun_4a235016 - [INFO] - [E:52| 400]: Train Loss:0.00099391, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:30:55,591 - testrun_4a235016 - [INFO] - [E:52| 500]: Train Loss:0.00099329, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:33:01,459 - testrun_4a235016 - [INFO] - [E:52| 600]: Train Loss:0.00099308, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:35:07,398 - testrun_4a235016 - [INFO] - [E:52| 700]: Train Loss:0.00099418, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:37:13,346 - testrun_4a235016 - [INFO] - [E:52| 800]: Train Loss:0.00099457, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:39:19,184 - testrun_4a235016 - [INFO] - [E:52| 900]: Train Loss:0.00099503, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:41:25,029 - testrun_4a235016 - [INFO] - [E:52| 1000]: Train Loss:0.00099516, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:43:30,899 - testrun_4a235016 - [INFO] - [E:52| 1100]: Train Loss:0.00099555, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:45:36,875 - testrun_4a235016 - [INFO] - [E:52| 1200]: Train Loss:0.00099606, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:47:42,747 - testrun_4a235016 - [INFO] - [E:52| 1300]: Train Loss:0.0009965, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:49:48,483 - testrun_4a235016 - [INFO] - [E:52| 1400]: Train Loss:0.00099664, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:51:54,568 - testrun_4a235016 - [INFO] - [E:52| 1500]: Train Loss:0.00099665, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:53:41,910 - testrun_4a235016 - [INFO] - [E:52| 1600]: Train Loss:0.00099684, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:54:50,796 - testrun_4a235016 - [INFO] - [Epoch:52]: Training Loss:0.000997 + +2023-06-01 13:54:51,197 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 13:55:27,962 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 13:55:52,273 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 13:56:37,246 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 13:57:02,847 - testrun_4a235016 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.48833, Head : 0.27157, Avg : 0.37995 + +2023-06-01 13:57:02,884 - testrun_4a235016 - [INFO] - [Epoch 52]: Training Loss: 0.000997, Valid MRR: 0.3981, + + + +2023-06-01 13:57:04,229 - testrun_4a235016 - [INFO] - [E:53| 0]: Train Loss:0.0010312, Val MRR:0.3981, testrun_4a235016 +2023-06-01 13:59:10,152 - testrun_4a235016 - [INFO] - [E:53| 100]: Train Loss:0.00099346, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:01:16,015 - testrun_4a235016 - [INFO] - [E:53| 200]: Train Loss:0.00099468, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:03:21,935 - testrun_4a235016 - [INFO] - [E:53| 300]: Train Loss:0.00099309, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:05:27,682 - testrun_4a235016 - [INFO] - [E:53| 400]: Train Loss:0.00099289, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:07:33,430 - testrun_4a235016 - [INFO] - [E:53| 500]: Train Loss:0.0009926, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:09:39,381 - testrun_4a235016 - [INFO] - [E:53| 600]: Train Loss:0.00099298, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:11:45,066 - testrun_4a235016 - [INFO] - [E:53| 700]: Train Loss:0.000993, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:13:51,011 - testrun_4a235016 - [INFO] - [E:53| 800]: Train Loss:0.00099356, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:15:57,055 - testrun_4a235016 - [INFO] - [E:53| 900]: Train Loss:0.0009939, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:18:02,783 - testrun_4a235016 - [INFO] - [E:53| 1000]: Train Loss:0.00099406, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:20:08,572 - testrun_4a235016 - [INFO] - [E:53| 1100]: Train Loss:0.00099454, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:22:14,519 - testrun_4a235016 - [INFO] - [E:53| 1200]: Train Loss:0.00099452, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:24:20,295 - testrun_4a235016 - [INFO] - [E:53| 1300]: Train Loss:0.00099458, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:26:25,965 - testrun_4a235016 - [INFO] - [E:53| 1400]: Train Loss:0.00099492, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:28:31,857 - testrun_4a235016 - [INFO] - [E:53| 1500]: Train Loss:0.00099524, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:30:37,573 - testrun_4a235016 - [INFO] - [E:53| 1600]: Train Loss:0.00099544, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:31:59,791 - testrun_4a235016 - [INFO] - [Epoch:53]: Training Loss:0.0009957 + +2023-06-01 14:32:00,235 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 14:32:42,164 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 14:33:03,195 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 14:33:40,622 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 14:34:01,784 - testrun_4a235016 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.48489, Head : 0.26439, Avg : 0.37464 + +2023-06-01 14:34:01,810 - testrun_4a235016 - [INFO] - [Epoch 53]: Training Loss: 0.00099571, Valid MRR: 0.3981, + + + +2023-06-01 14:34:02,893 - testrun_4a235016 - [INFO] - [E:54| 0]: Train Loss:0.00098427, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:35:48,040 - testrun_4a235016 - [INFO] - [E:54| 100]: Train Loss:0.00099216, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:37:51,543 - testrun_4a235016 - [INFO] - [E:54| 200]: Train Loss:0.0009915, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:39:57,261 - testrun_4a235016 - [INFO] - [E:54| 300]: Train Loss:0.00099261, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:42:03,156 - testrun_4a235016 - [INFO] - [E:54| 400]: Train Loss:0.00099323, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:44:09,110 - testrun_4a235016 - [INFO] - [E:54| 500]: Train Loss:0.0009937, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:46:15,098 - testrun_4a235016 - [INFO] - [E:54| 600]: Train Loss:0.00099341, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:48:20,961 - testrun_4a235016 - [INFO] - [E:54| 700]: Train Loss:0.00099327, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:50:26,800 - testrun_4a235016 - [INFO] - [E:54| 800]: Train Loss:0.00099357, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:52:33,032 - testrun_4a235016 - [INFO] - [E:54| 900]: Train Loss:0.00099385, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:54:38,704 - testrun_4a235016 - [INFO] - [E:54| 1000]: Train Loss:0.000994, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:56:44,204 - testrun_4a235016 - [INFO] - [E:54| 1100]: Train Loss:0.00099441, Val MRR:0.3981, testrun_4a235016 +2023-06-01 14:58:50,222 - testrun_4a235016 - [INFO] - [E:54| 1200]: Train Loss:0.00099426, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:00:56,035 - testrun_4a235016 - [INFO] - [E:54| 1300]: Train Loss:0.00099395, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:03:01,830 - testrun_4a235016 - [INFO] - [E:54| 1400]: Train Loss:0.00099413, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:05:07,673 - testrun_4a235016 - [INFO] - [E:54| 1500]: Train Loss:0.00099412, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:07:13,555 - testrun_4a235016 - [INFO] - [E:54| 1600]: Train Loss:0.00099431, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:08:35,714 - testrun_4a235016 - [INFO] - [Epoch:54]: Training Loss:0.0009944 + +2023-06-01 15:08:36,280 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 15:09:20,997 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 15:09:46,870 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 15:10:31,836 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 15:10:57,458 - testrun_4a235016 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.48657, Head : 0.27674, Avg : 0.38166 + +2023-06-01 15:10:57,493 - testrun_4a235016 - [INFO] - [Epoch 54]: Training Loss: 0.00099444, Valid MRR: 0.3981, + + + +2023-06-01 15:10:58,814 - testrun_4a235016 - [INFO] - [E:55| 0]: Train Loss:0.00098925, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:13:03,270 - testrun_4a235016 - [INFO] - [E:55| 100]: Train Loss:0.00099144, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:14:48,886 - testrun_4a235016 - [INFO] - [E:55| 200]: Train Loss:0.00099167, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:16:37,221 - testrun_4a235016 - [INFO] - [E:55| 300]: Train Loss:0.00099161, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:18:42,884 - testrun_4a235016 - [INFO] - [E:55| 400]: Train Loss:0.00099165, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:20:48,657 - testrun_4a235016 - [INFO] - [E:55| 500]: Train Loss:0.00099216, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:22:54,434 - testrun_4a235016 - [INFO] - [E:55| 600]: Train Loss:0.00099201, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:25:00,078 - testrun_4a235016 - [INFO] - [E:55| 700]: Train Loss:0.00099239, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:27:05,690 - testrun_4a235016 - [INFO] - [E:55| 800]: Train Loss:0.00099251, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:29:11,324 - testrun_4a235016 - [INFO] - [E:55| 900]: Train Loss:0.00099233, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:31:17,064 - testrun_4a235016 - [INFO] - [E:55| 1000]: Train Loss:0.00099244, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:33:22,574 - testrun_4a235016 - [INFO] - [E:55| 1100]: Train Loss:0.00099286, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:35:28,214 - testrun_4a235016 - [INFO] - [E:55| 1200]: Train Loss:0.00099372, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:37:34,233 - testrun_4a235016 - [INFO] - [E:55| 1300]: Train Loss:0.00099355, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:39:39,934 - testrun_4a235016 - [INFO] - [E:55| 1400]: Train Loss:0.00099389, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:41:45,699 - testrun_4a235016 - [INFO] - [E:55| 1500]: Train Loss:0.00099367, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:43:51,641 - testrun_4a235016 - [INFO] - [E:55| 1600]: Train Loss:0.00099356, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:45:13,875 - testrun_4a235016 - [INFO] - [Epoch:55]: Training Loss:0.0009935 + +2023-06-01 15:45:14,282 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 15:45:58,936 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 15:46:24,858 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 15:47:09,795 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 15:47:35,246 - testrun_4a235016 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.48626, Head : 0.27674, Avg : 0.3815 + +2023-06-01 15:47:35,273 - testrun_4a235016 - [INFO] - [Epoch 55]: Training Loss: 0.00099354, Valid MRR: 0.3981, + + + +2023-06-01 15:47:36,594 - testrun_4a235016 - [INFO] - [E:56| 0]: Train Loss:0.00097566, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:49:42,291 - testrun_4a235016 - [INFO] - [E:56| 100]: Train Loss:0.00098769, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:51:47,741 - testrun_4a235016 - [INFO] - [E:56| 200]: Train Loss:0.00098729, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:53:48,218 - testrun_4a235016 - [INFO] - [E:56| 300]: Train Loss:0.00098854, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:55:33,318 - testrun_4a235016 - [INFO] - [E:56| 400]: Train Loss:0.00098875, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:57:22,964 - testrun_4a235016 - [INFO] - [E:56| 500]: Train Loss:0.00098888, Val MRR:0.3981, testrun_4a235016 +2023-06-01 15:59:28,592 - testrun_4a235016 - [INFO] - [E:56| 600]: Train Loss:0.00098936, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:01:34,241 - testrun_4a235016 - [INFO] - [E:56| 700]: Train Loss:0.00098971, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:03:40,028 - testrun_4a235016 - [INFO] - [E:56| 800]: Train Loss:0.00099007, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:05:45,652 - testrun_4a235016 - [INFO] - [E:56| 900]: Train Loss:0.00099035, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:07:51,416 - testrun_4a235016 - [INFO] - [E:56| 1000]: Train Loss:0.00099051, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:09:57,243 - testrun_4a235016 - [INFO] - [E:56| 1100]: Train Loss:0.00099061, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:12:02,833 - testrun_4a235016 - [INFO] - [E:56| 1200]: Train Loss:0.00099103, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:14:08,537 - testrun_4a235016 - [INFO] - [E:56| 1300]: Train Loss:0.00099183, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:16:14,238 - testrun_4a235016 - [INFO] - [E:56| 1400]: Train Loss:0.0009921, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:18:19,970 - testrun_4a235016 - [INFO] - [E:56| 1500]: Train Loss:0.0009921, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:20:25,664 - testrun_4a235016 - [INFO] - [E:56| 1600]: Train Loss:0.00099237, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:21:47,634 - testrun_4a235016 - [INFO] - [Epoch:56]: Training Loss:0.0009926 + +2023-06-01 16:21:48,172 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 16:22:32,719 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 16:22:58,628 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 16:23:43,488 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 16:24:08,967 - testrun_4a235016 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.48971, Head : 0.25557, Avg : 0.37264 + +2023-06-01 16:24:08,995 - testrun_4a235016 - [INFO] - [Epoch 56]: Training Loss: 0.00099261, Valid MRR: 0.3981, + + + +2023-06-01 16:24:10,285 - testrun_4a235016 - [INFO] - [E:57| 0]: Train Loss:0.00095397, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:26:15,927 - testrun_4a235016 - [INFO] - [E:57| 100]: Train Loss:0.00098644, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:28:21,391 - testrun_4a235016 - [INFO] - [E:57| 200]: Train Loss:0.00098751, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:30:26,913 - testrun_4a235016 - [INFO] - [E:57| 300]: Train Loss:0.00098952, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:32:32,610 - testrun_4a235016 - [INFO] - [E:57| 400]: Train Loss:0.00098959, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:34:31,018 - testrun_4a235016 - [INFO] - [E:57| 500]: Train Loss:0.00099072, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:36:15,943 - testrun_4a235016 - [INFO] - [E:57| 600]: Train Loss:0.00099062, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:38:07,982 - testrun_4a235016 - [INFO] - [E:57| 700]: Train Loss:0.0009908, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:40:13,717 - testrun_4a235016 - [INFO] - [E:57| 800]: Train Loss:0.00099095, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:42:19,451 - testrun_4a235016 - [INFO] - [E:57| 900]: Train Loss:0.00099092, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:44:24,970 - testrun_4a235016 - [INFO] - [E:57| 1000]: Train Loss:0.00099061, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:46:30,921 - testrun_4a235016 - [INFO] - [E:57| 1100]: Train Loss:0.0009907, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:48:36,739 - testrun_4a235016 - [INFO] - [E:57| 1200]: Train Loss:0.00099127, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:50:42,285 - testrun_4a235016 - [INFO] - [E:57| 1300]: Train Loss:0.00099143, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:52:47,992 - testrun_4a235016 - [INFO] - [E:57| 1400]: Train Loss:0.00099135, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:54:53,458 - testrun_4a235016 - [INFO] - [E:57| 1500]: Train Loss:0.00099105, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:56:59,213 - testrun_4a235016 - [INFO] - [E:57| 1600]: Train Loss:0.00099114, Val MRR:0.3981, testrun_4a235016 +2023-06-01 16:58:21,367 - testrun_4a235016 - [INFO] - [Epoch:57]: Training Loss:0.0009911 + +2023-06-01 16:58:21,852 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 16:59:06,516 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 16:59:32,434 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 17:00:17,337 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 17:00:43,014 - testrun_4a235016 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.47798, Head : 0.31984, Avg : 0.39891 + +2023-06-01 17:00:44,347 - testrun_4a235016 - [INFO] - [Epoch 57]: Training Loss: 0.00099115, Valid MRR: 0.39891, + + + +2023-06-01 17:00:45,661 - testrun_4a235016 - [INFO] - [E:58| 0]: Train Loss:0.00098881, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:02:51,586 - testrun_4a235016 - [INFO] - [E:58| 100]: Train Loss:0.00098486, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:04:56,852 - testrun_4a235016 - [INFO] - [E:58| 200]: Train Loss:0.00098965, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:07:02,736 - testrun_4a235016 - [INFO] - [E:58| 300]: Train Loss:0.00098825, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:09:08,365 - testrun_4a235016 - [INFO] - [E:58| 400]: Train Loss:0.00098839, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:11:14,046 - testrun_4a235016 - [INFO] - [E:58| 500]: Train Loss:0.00098868, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:13:19,717 - testrun_4a235016 - [INFO] - [E:58| 600]: Train Loss:0.00098857, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:15:14,735 - testrun_4a235016 - [INFO] - [E:58| 700]: Train Loss:0.00098897, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:16:59,646 - testrun_4a235016 - [INFO] - [E:58| 800]: Train Loss:0.00098901, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:18:55,591 - testrun_4a235016 - [INFO] - [E:58| 900]: Train Loss:0.00098882, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:21:01,276 - testrun_4a235016 - [INFO] - [E:58| 1000]: Train Loss:0.00098891, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:23:07,255 - testrun_4a235016 - [INFO] - [E:58| 1100]: Train Loss:0.00098904, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:25:12,983 - testrun_4a235016 - [INFO] - [E:58| 1200]: Train Loss:0.00098961, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:27:18,745 - testrun_4a235016 - [INFO] - [E:58| 1300]: Train Loss:0.00098964, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:29:24,547 - testrun_4a235016 - [INFO] - [E:58| 1400]: Train Loss:0.00098948, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:31:30,367 - testrun_4a235016 - [INFO] - [E:58| 1500]: Train Loss:0.0009899, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:33:36,015 - testrun_4a235016 - [INFO] - [E:58| 1600]: Train Loss:0.00098976, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:34:58,128 - testrun_4a235016 - [INFO] - [Epoch:58]: Training Loss:0.0009898 + +2023-06-01 17:34:58,534 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 17:35:43,131 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 17:36:09,002 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 17:36:53,999 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 17:37:19,603 - testrun_4a235016 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.48038, Head : 0.27353, Avg : 0.37695 + +2023-06-01 17:37:19,630 - testrun_4a235016 - [INFO] - [Epoch 58]: Training Loss: 0.00098983, Valid MRR: 0.39891, + + + +2023-06-01 17:37:20,916 - testrun_4a235016 - [INFO] - [E:59| 0]: Train Loss:0.00097635, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:39:26,603 - testrun_4a235016 - [INFO] - [E:59| 100]: Train Loss:0.00098531, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:41:31,967 - testrun_4a235016 - [INFO] - [E:59| 200]: Train Loss:0.00098469, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:43:37,716 - testrun_4a235016 - [INFO] - [E:59| 300]: Train Loss:0.00098594, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:45:43,529 - testrun_4a235016 - [INFO] - [E:59| 400]: Train Loss:0.00098636, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:47:49,279 - testrun_4a235016 - [INFO] - [E:59| 500]: Train Loss:0.00098693, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:49:55,048 - testrun_4a235016 - [INFO] - [E:59| 600]: Train Loss:0.00098669, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:52:00,657 - testrun_4a235016 - [INFO] - [E:59| 700]: Train Loss:0.00098674, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:54:06,287 - testrun_4a235016 - [INFO] - [E:59| 800]: Train Loss:0.00098758, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:55:57,657 - testrun_4a235016 - [INFO] - [E:59| 900]: Train Loss:0.00098768, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:57:42,516 - testrun_4a235016 - [INFO] - [E:59| 1000]: Train Loss:0.00098794, Val MRR:0.39891, testrun_4a235016 +2023-06-01 17:59:41,344 - testrun_4a235016 - [INFO] - [E:59| 1100]: Train Loss:0.00098765, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:01:46,660 - testrun_4a235016 - [INFO] - [E:59| 1200]: Train Loss:0.00098803, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:03:52,439 - testrun_4a235016 - [INFO] - [E:59| 1300]: Train Loss:0.00098823, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:05:57,963 - testrun_4a235016 - [INFO] - [E:59| 1400]: Train Loss:0.00098823, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:08:03,618 - testrun_4a235016 - [INFO] - [E:59| 1500]: Train Loss:0.00098844, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:10:09,332 - testrun_4a235016 - [INFO] - [E:59| 1600]: Train Loss:0.00098846, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:11:31,360 - testrun_4a235016 - [INFO] - [Epoch:59]: Training Loss:0.0009885 + +2023-06-01 18:11:31,906 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 18:12:16,324 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 18:12:42,192 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 18:13:26,991 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 18:13:52,494 - testrun_4a235016 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.49079, Head : 0.25573, Avg : 0.37326 + MR: Tail : 785.1, Head : 679.37, Avg : 732.24 + Hit-1: Tail : 0.40588, Head : 0.13747, Avg : 0.27167 + Hit-3: Tail : 0.53642, Head : 0.29251, Avg : 0.41446 + Hit-10: Tail : 0.65192, Head : 0.51257, Avg : 0.58224 +2023-06-01 18:13:52,522 - testrun_4a235016 - [INFO] - [Epoch 59]: Training Loss: 0.00098855, Valid MRR: 0.39891, + + + +2023-06-01 18:13:53,830 - testrun_4a235016 - [INFO] - [E:60| 0]: Train Loss:0.0009974, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:15:59,040 - testrun_4a235016 - [INFO] - [E:60| 100]: Train Loss:0.00098663, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:18:04,507 - testrun_4a235016 - [INFO] - [E:60| 200]: Train Loss:0.00098497, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:20:10,102 - testrun_4a235016 - [INFO] - [E:60| 300]: Train Loss:0.00098574, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:22:15,660 - testrun_4a235016 - [INFO] - [E:60| 400]: Train Loss:0.00098566, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:24:21,339 - testrun_4a235016 - [INFO] - [E:60| 500]: Train Loss:0.00098642, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:26:26,912 - testrun_4a235016 - [INFO] - [E:60| 600]: Train Loss:0.00098559, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:28:32,600 - testrun_4a235016 - [INFO] - [E:60| 700]: Train Loss:0.00098645, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:30:37,992 - testrun_4a235016 - [INFO] - [E:60| 800]: Train Loss:0.00098609, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:32:43,528 - testrun_4a235016 - [INFO] - [E:60| 900]: Train Loss:0.00098597, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:34:48,982 - testrun_4a235016 - [INFO] - [E:60| 1000]: Train Loss:0.00098644, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:36:38,217 - testrun_4a235016 - [INFO] - [E:60| 1100]: Train Loss:0.00098638, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:38:22,859 - testrun_4a235016 - [INFO] - [E:60| 1200]: Train Loss:0.00098636, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:40:23,477 - testrun_4a235016 - [INFO] - [E:60| 1300]: Train Loss:0.00098649, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:42:29,100 - testrun_4a235016 - [INFO] - [E:60| 1400]: Train Loss:0.00098688, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:44:34,613 - testrun_4a235016 - [INFO] - [E:60| 1500]: Train Loss:0.00098698, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:46:40,216 - testrun_4a235016 - [INFO] - [E:60| 1600]: Train Loss:0.00098711, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:48:02,382 - testrun_4a235016 - [INFO] - [Epoch:60]: Training Loss:0.0009873 + +2023-06-01 18:48:02,873 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 18:48:47,532 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 18:49:13,342 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 18:49:58,200 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 18:50:23,729 - testrun_4a235016 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.486, Head : 0.28679, Avg : 0.38639 + +2023-06-01 18:50:23,768 - testrun_4a235016 - [INFO] - [Epoch 60]: Training Loss: 0.00098734, Valid MRR: 0.39891, + + + +2023-06-01 18:50:25,104 - testrun_4a235016 - [INFO] - [E:61| 0]: Train Loss:0.00095904, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:52:30,469 - testrun_4a235016 - [INFO] - [E:61| 100]: Train Loss:0.00098602, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:54:36,064 - testrun_4a235016 - [INFO] - [E:61| 200]: Train Loss:0.00098652, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:56:41,503 - testrun_4a235016 - [INFO] - [E:61| 300]: Train Loss:0.00098672, Val MRR:0.39891, testrun_4a235016 +2023-06-01 18:58:47,110 - testrun_4a235016 - [INFO] - [E:61| 400]: Train Loss:0.00098637, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:00:52,807 - testrun_4a235016 - [INFO] - [E:61| 500]: Train Loss:0.00098661, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:02:58,271 - testrun_4a235016 - [INFO] - [E:61| 600]: Train Loss:0.00098764, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:05:03,823 - testrun_4a235016 - [INFO] - [E:61| 700]: Train Loss:0.00098685, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:07:09,490 - testrun_4a235016 - [INFO] - [E:61| 800]: Train Loss:0.00098716, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:09:14,992 - testrun_4a235016 - [INFO] - [E:61| 900]: Train Loss:0.00098689, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:11:20,384 - testrun_4a235016 - [INFO] - [E:61| 1000]: Train Loss:0.0009872, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:13:25,749 - testrun_4a235016 - [INFO] - [E:61| 1100]: Train Loss:0.00098696, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:15:31,358 - testrun_4a235016 - [INFO] - [E:61| 1200]: Train Loss:0.00098696, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:17:18,716 - testrun_4a235016 - [INFO] - [E:61| 1300]: Train Loss:0.00098706, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:19:03,631 - testrun_4a235016 - [INFO] - [E:61| 1400]: Train Loss:0.00098717, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:21:06,533 - testrun_4a235016 - [INFO] - [E:61| 1500]: Train Loss:0.00098714, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:23:12,120 - testrun_4a235016 - [INFO] - [E:61| 1600]: Train Loss:0.00098681, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:24:34,262 - testrun_4a235016 - [INFO] - [Epoch:61]: Training Loss:0.0009869 + +2023-06-01 19:24:34,750 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 19:25:19,274 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 19:25:45,048 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 19:26:29,860 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 19:26:55,310 - testrun_4a235016 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.49492, Head : 0.2456, Avg : 0.37026 + +2023-06-01 19:26:55,347 - testrun_4a235016 - [INFO] - [Epoch 61]: Training Loss: 0.00098691, Valid MRR: 0.39891, + + + +2023-06-01 19:26:56,709 - testrun_4a235016 - [INFO] - [E:62| 0]: Train Loss:0.00099466, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:29:02,004 - testrun_4a235016 - [INFO] - [E:62| 100]: Train Loss:0.00098192, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:31:07,568 - testrun_4a235016 - [INFO] - [E:62| 200]: Train Loss:0.00098475, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:33:12,930 - testrun_4a235016 - [INFO] - [E:62| 300]: Train Loss:0.00098386, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:35:18,526 - testrun_4a235016 - [INFO] - [E:62| 400]: Train Loss:0.00098384, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:37:24,193 - testrun_4a235016 - [INFO] - [E:62| 500]: Train Loss:0.00098334, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:39:29,698 - testrun_4a235016 - [INFO] - [E:62| 600]: Train Loss:0.00098333, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:41:35,491 - testrun_4a235016 - [INFO] - [E:62| 700]: Train Loss:0.00098367, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:43:41,222 - testrun_4a235016 - [INFO] - [E:62| 800]: Train Loss:0.00098375, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:45:46,984 - testrun_4a235016 - [INFO] - [E:62| 900]: Train Loss:0.00098451, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:47:52,649 - testrun_4a235016 - [INFO] - [E:62| 1000]: Train Loss:0.00098484, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:49:58,132 - testrun_4a235016 - [INFO] - [E:62| 1100]: Train Loss:0.0009846, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:52:03,632 - testrun_4a235016 - [INFO] - [E:62| 1200]: Train Loss:0.00098508, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:54:09,106 - testrun_4a235016 - [INFO] - [E:62| 1300]: Train Loss:0.00098521, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:56:14,944 - testrun_4a235016 - [INFO] - [E:62| 1400]: Train Loss:0.0009856, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:57:59,785 - testrun_4a235016 - [INFO] - [E:62| 1500]: Train Loss:0.00098584, Val MRR:0.39891, testrun_4a235016 +2023-06-01 19:59:44,572 - testrun_4a235016 - [INFO] - [E:62| 1600]: Train Loss:0.00098593, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:01:06,295 - testrun_4a235016 - [INFO] - [Epoch:62]: Training Loss:0.000986 + +2023-06-01 20:01:06,748 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 20:01:51,354 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 20:02:17,167 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 20:03:01,864 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 20:03:27,327 - testrun_4a235016 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.47869, Head : 0.29313, Avg : 0.38591 + +2023-06-01 20:03:27,363 - testrun_4a235016 - [INFO] - [Epoch 62]: Training Loss: 0.00098599, Valid MRR: 0.39891, + + + +2023-06-01 20:03:28,664 - testrun_4a235016 - [INFO] - [E:63| 0]: Train Loss:0.0010053, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:05:33,808 - testrun_4a235016 - [INFO] - [E:63| 100]: Train Loss:0.00098193, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:07:39,174 - testrun_4a235016 - [INFO] - [E:63| 200]: Train Loss:0.00098, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:09:44,916 - testrun_4a235016 - [INFO] - [E:63| 300]: Train Loss:0.00098072, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:11:50,606 - testrun_4a235016 - [INFO] - [E:63| 400]: Train Loss:0.00098065, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:13:56,144 - testrun_4a235016 - [INFO] - [E:63| 500]: Train Loss:0.00098108, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:16:01,565 - testrun_4a235016 - [INFO] - [E:63| 600]: Train Loss:0.00098103, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:18:07,224 - testrun_4a235016 - [INFO] - [E:63| 700]: Train Loss:0.00098148, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:20:12,988 - testrun_4a235016 - [INFO] - [E:63| 800]: Train Loss:0.00098189, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:22:18,447 - testrun_4a235016 - [INFO] - [E:63| 900]: Train Loss:0.00098215, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:24:24,117 - testrun_4a235016 - [INFO] - [E:63| 1000]: Train Loss:0.00098236, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:26:29,577 - testrun_4a235016 - [INFO] - [E:63| 1100]: Train Loss:0.00098281, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:28:35,173 - testrun_4a235016 - [INFO] - [E:63| 1200]: Train Loss:0.00098342, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:30:40,803 - testrun_4a235016 - [INFO] - [E:63| 1300]: Train Loss:0.00098358, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:32:46,327 - testrun_4a235016 - [INFO] - [E:63| 1400]: Train Loss:0.00098359, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:34:51,645 - testrun_4a235016 - [INFO] - [E:63| 1500]: Train Loss:0.00098412, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:36:54,882 - testrun_4a235016 - [INFO] - [E:63| 1600]: Train Loss:0.00098447, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:38:03,265 - testrun_4a235016 - [INFO] - [Epoch:63]: Training Loss:0.0009845 + +2023-06-01 20:38:03,606 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 20:38:39,987 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 20:39:01,257 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 20:39:38,339 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 20:39:59,144 - testrun_4a235016 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.48203, Head : 0.24353, Avg : 0.36278 + +2023-06-01 20:39:59,173 - testrun_4a235016 - [INFO] - [Epoch 63]: Training Loss: 0.00098454, Valid MRR: 0.39891, + + + +2023-06-01 20:40:00,165 - testrun_4a235016 - [INFO] - [E:64| 0]: Train Loss:0.00099316, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:42:03,439 - testrun_4a235016 - [INFO] - [E:64| 100]: Train Loss:0.00097713, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:44:09,036 - testrun_4a235016 - [INFO] - [E:64| 200]: Train Loss:0.00097904, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:46:14,489 - testrun_4a235016 - [INFO] - [E:64| 300]: Train Loss:0.00097891, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:48:20,018 - testrun_4a235016 - [INFO] - [E:64| 400]: Train Loss:0.00097959, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:50:25,371 - testrun_4a235016 - [INFO] - [E:64| 500]: Train Loss:0.00098033, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:52:30,830 - testrun_4a235016 - [INFO] - [E:64| 600]: Train Loss:0.00098107, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:54:36,607 - testrun_4a235016 - [INFO] - [E:64| 700]: Train Loss:0.00098109, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:56:42,337 - testrun_4a235016 - [INFO] - [E:64| 800]: Train Loss:0.00098048, Val MRR:0.39891, testrun_4a235016 +2023-06-01 20:58:47,893 - testrun_4a235016 - [INFO] - [E:64| 900]: Train Loss:0.00098089, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:00:53,555 - testrun_4a235016 - [INFO] - [E:64| 1000]: Train Loss:0.00098159, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:02:58,985 - testrun_4a235016 - [INFO] - [E:64| 1100]: Train Loss:0.00098201, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:05:04,355 - testrun_4a235016 - [INFO] - [E:64| 1200]: Train Loss:0.00098224, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:07:09,947 - testrun_4a235016 - [INFO] - [E:64| 1300]: Train Loss:0.00098254, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:09:15,577 - testrun_4a235016 - [INFO] - [E:64| 1400]: Train Loss:0.00098273, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:11:21,285 - testrun_4a235016 - [INFO] - [E:64| 1500]: Train Loss:0.00098289, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:13:26,886 - testrun_4a235016 - [INFO] - [E:64| 1600]: Train Loss:0.00098346, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:14:48,756 - testrun_4a235016 - [INFO] - [Epoch:64]: Training Loss:0.0009836 + +2023-06-01 21:14:49,233 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 21:15:33,767 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 21:15:59,495 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 21:16:44,222 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 21:17:09,538 - testrun_4a235016 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.48642, Head : 0.26461, Avg : 0.37552 + +2023-06-01 21:17:09,575 - testrun_4a235016 - [INFO] - [Epoch 64]: Training Loss: 0.0009836, Valid MRR: 0.39891, + + + +2023-06-01 21:17:10,892 - testrun_4a235016 - [INFO] - [E:65| 0]: Train Loss:0.00097666, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:18:55,487 - testrun_4a235016 - [INFO] - [E:65| 100]: Train Loss:0.00097924, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:20:39,970 - testrun_4a235016 - [INFO] - [E:65| 200]: Train Loss:0.00097968, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:22:45,517 - testrun_4a235016 - [INFO] - [E:65| 300]: Train Loss:0.00098059, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:24:51,293 - testrun_4a235016 - [INFO] - [E:65| 400]: Train Loss:0.0009808, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:26:56,840 - testrun_4a235016 - [INFO] - [E:65| 500]: Train Loss:0.00098073, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:29:02,328 - testrun_4a235016 - [INFO] - [E:65| 600]: Train Loss:0.00098094, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:31:07,985 - testrun_4a235016 - [INFO] - [E:65| 700]: Train Loss:0.00098125, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:33:13,579 - testrun_4a235016 - [INFO] - [E:65| 800]: Train Loss:0.00098161, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:35:19,291 - testrun_4a235016 - [INFO] - [E:65| 900]: Train Loss:0.00098184, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:37:24,935 - testrun_4a235016 - [INFO] - [E:65| 1000]: Train Loss:0.00098156, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:39:30,523 - testrun_4a235016 - [INFO] - [E:65| 1100]: Train Loss:0.00098221, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:41:36,218 - testrun_4a235016 - [INFO] - [E:65| 1200]: Train Loss:0.00098224, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:43:41,658 - testrun_4a235016 - [INFO] - [E:65| 1300]: Train Loss:0.00098235, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:45:47,249 - testrun_4a235016 - [INFO] - [E:65| 1400]: Train Loss:0.00098234, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:47:52,778 - testrun_4a235016 - [INFO] - [E:65| 1500]: Train Loss:0.00098255, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:49:58,278 - testrun_4a235016 - [INFO] - [E:65| 1600]: Train Loss:0.00098262, Val MRR:0.39891, testrun_4a235016 +2023-06-01 21:51:20,290 - testrun_4a235016 - [INFO] - [Epoch:65]: Training Loss:0.0009827 + +2023-06-01 21:51:20,772 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 21:52:05,110 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 21:52:30,908 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 21:53:15,673 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 21:53:41,176 - testrun_4a235016 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.49196, Head : 0.32785, Avg : 0.4099 + +2023-06-01 21:53:42,310 - testrun_4a235016 - [INFO] - [Epoch 65]: Training Loss: 0.00098267, Valid MRR: 0.4099, + + + +2023-06-01 21:53:43,606 - testrun_4a235016 - [INFO] - [E:66| 0]: Train Loss:0.00095976, Val MRR:0.4099, testrun_4a235016 +2023-06-01 21:55:49,172 - testrun_4a235016 - [INFO] - [E:66| 100]: Train Loss:0.00097481, Val MRR:0.4099, testrun_4a235016 +2023-06-01 21:57:51,591 - testrun_4a235016 - [INFO] - [E:66| 200]: Train Loss:0.00097846, Val MRR:0.4099, testrun_4a235016 +2023-06-01 21:59:36,411 - testrun_4a235016 - [INFO] - [E:66| 300]: Train Loss:0.00097998, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:01:23,676 - testrun_4a235016 - [INFO] - [E:66| 400]: Train Loss:0.00097977, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:03:29,127 - testrun_4a235016 - [INFO] - [E:66| 500]: Train Loss:0.00097949, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:05:34,787 - testrun_4a235016 - [INFO] - [E:66| 600]: Train Loss:0.00098113, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:07:40,263 - testrun_4a235016 - [INFO] - [E:66| 700]: Train Loss:0.0009819, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:09:45,778 - testrun_4a235016 - [INFO] - [E:66| 800]: Train Loss:0.00098188, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:11:51,212 - testrun_4a235016 - [INFO] - [E:66| 900]: Train Loss:0.00098156, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:13:56,813 - testrun_4a235016 - [INFO] - [E:66| 1000]: Train Loss:0.00098191, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:16:02,316 - testrun_4a235016 - [INFO] - [E:66| 1100]: Train Loss:0.00098203, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:18:07,947 - testrun_4a235016 - [INFO] - [E:66| 1200]: Train Loss:0.0009821, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:20:13,692 - testrun_4a235016 - [INFO] - [E:66| 1300]: Train Loss:0.0009818, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:22:19,157 - testrun_4a235016 - [INFO] - [E:66| 1400]: Train Loss:0.00098171, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:24:24,860 - testrun_4a235016 - [INFO] - [E:66| 1500]: Train Loss:0.00098204, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:26:30,476 - testrun_4a235016 - [INFO] - [E:66| 1600]: Train Loss:0.0009821, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:27:52,512 - testrun_4a235016 - [INFO] - [Epoch:66]: Training Loss:0.000982 + +2023-06-01 22:27:52,912 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 22:28:37,256 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 22:29:02,929 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 22:29:47,703 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 22:30:13,119 - testrun_4a235016 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.4873, Head : 0.26474, Avg : 0.37602 + +2023-06-01 22:30:13,145 - testrun_4a235016 - [INFO] - [Epoch 66]: Training Loss: 0.00098203, Valid MRR: 0.4099, + + + +2023-06-01 22:30:14,464 - testrun_4a235016 - [INFO] - [E:67| 0]: Train Loss:0.0009603, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:32:20,090 - testrun_4a235016 - [INFO] - [E:67| 100]: Train Loss:0.00097585, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:34:25,577 - testrun_4a235016 - [INFO] - [E:67| 200]: Train Loss:0.0009775, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:36:31,074 - testrun_4a235016 - [INFO] - [E:67| 300]: Train Loss:0.00097732, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:38:31,168 - testrun_4a235016 - [INFO] - [E:67| 400]: Train Loss:0.00097836, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:40:15,643 - testrun_4a235016 - [INFO] - [E:67| 500]: Train Loss:0.00097931, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:42:05,627 - testrun_4a235016 - [INFO] - [E:67| 600]: Train Loss:0.00097959, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:44:11,086 - testrun_4a235016 - [INFO] - [E:67| 700]: Train Loss:0.0009791, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:46:16,747 - testrun_4a235016 - [INFO] - [E:67| 800]: Train Loss:0.00097913, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:48:22,568 - testrun_4a235016 - [INFO] - [E:67| 900]: Train Loss:0.00097957, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:50:28,227 - testrun_4a235016 - [INFO] - [E:67| 1000]: Train Loss:0.00097981, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:52:33,867 - testrun_4a235016 - [INFO] - [E:67| 1100]: Train Loss:0.0009803, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:54:39,603 - testrun_4a235016 - [INFO] - [E:67| 1200]: Train Loss:0.00098038, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:56:44,931 - testrun_4a235016 - [INFO] - [E:67| 1300]: Train Loss:0.00098033, Val MRR:0.4099, testrun_4a235016 +2023-06-01 22:58:50,296 - testrun_4a235016 - [INFO] - [E:67| 1400]: Train Loss:0.00098043, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:00:55,904 - testrun_4a235016 - [INFO] - [E:67| 1500]: Train Loss:0.00098071, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:03:01,412 - testrun_4a235016 - [INFO] - [E:67| 1600]: Train Loss:0.00098073, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:04:23,309 - testrun_4a235016 - [INFO] - [Epoch:67]: Training Loss:0.0009809 + +2023-06-01 23:04:23,836 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 23:05:08,200 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 23:05:33,999 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 23:06:18,727 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 23:06:44,274 - testrun_4a235016 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.48393, Head : 0.24868, Avg : 0.36631 + +2023-06-01 23:06:44,309 - testrun_4a235016 - [INFO] - [Epoch 67]: Training Loss: 0.00098094, Valid MRR: 0.4099, + + + +2023-06-01 23:06:45,625 - testrun_4a235016 - [INFO] - [E:68| 0]: Train Loss:0.00097744, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:08:50,944 - testrun_4a235016 - [INFO] - [E:68| 100]: Train Loss:0.00097753, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:10:56,630 - testrun_4a235016 - [INFO] - [E:68| 200]: Train Loss:0.00097617, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:13:02,294 - testrun_4a235016 - [INFO] - [E:68| 300]: Train Loss:0.00097676, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:15:07,831 - testrun_4a235016 - [INFO] - [E:68| 400]: Train Loss:0.00097752, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:17:13,438 - testrun_4a235016 - [INFO] - [E:68| 500]: Train Loss:0.00097761, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:19:11,514 - testrun_4a235016 - [INFO] - [E:68| 600]: Train Loss:0.00097785, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:20:56,096 - testrun_4a235016 - [INFO] - [E:68| 700]: Train Loss:0.00097775, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:22:26,666 - testrun_4a235016 - [INFO] - [E:68| 800]: Train Loss:0.00097774, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:23:30,676 - testrun_4a235016 - [INFO] - [E:68| 900]: Train Loss:0.00097817, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:24:34,804 - testrun_4a235016 - [INFO] - [E:68| 1000]: Train Loss:0.00097905, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:25:38,906 - testrun_4a235016 - [INFO] - [E:68| 1100]: Train Loss:0.00097927, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:26:42,965 - testrun_4a235016 - [INFO] - [E:68| 1200]: Train Loss:0.00097955, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:27:47,093 - testrun_4a235016 - [INFO] - [E:68| 1300]: Train Loss:0.00097959, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:28:51,143 - testrun_4a235016 - [INFO] - [E:68| 1400]: Train Loss:0.00097946, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:29:55,149 - testrun_4a235016 - [INFO] - [E:68| 1500]: Train Loss:0.00097959, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:30:59,252 - testrun_4a235016 - [INFO] - [E:68| 1600]: Train Loss:0.00097967, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:31:41,101 - testrun_4a235016 - [INFO] - [Epoch:68]: Training Loss:0.0009799 + +2023-06-01 23:31:41,346 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 23:32:02,982 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 23:32:15,510 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 23:32:37,305 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 23:32:49,723 - testrun_4a235016 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.47271, Head : 0.29431, Avg : 0.38351 + +2023-06-01 23:32:49,750 - testrun_4a235016 - [INFO] - [Epoch 68]: Training Loss: 0.00097991, Valid MRR: 0.4099, + + + +2023-06-01 23:32:50,431 - testrun_4a235016 - [INFO] - [E:69| 0]: Train Loss:0.0010001, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:33:54,467 - testrun_4a235016 - [INFO] - [E:69| 100]: Train Loss:0.00097576, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:34:58,524 - testrun_4a235016 - [INFO] - [E:69| 200]: Train Loss:0.00097667, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:36:02,557 - testrun_4a235016 - [INFO] - [E:69| 300]: Train Loss:0.00097624, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:37:06,578 - testrun_4a235016 - [INFO] - [E:69| 400]: Train Loss:0.00097726, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:38:10,633 - testrun_4a235016 - [INFO] - [E:69| 500]: Train Loss:0.00097804, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:39:14,716 - testrun_4a235016 - [INFO] - [E:69| 600]: Train Loss:0.00097874, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:40:18,849 - testrun_4a235016 - [INFO] - [E:69| 700]: Train Loss:0.00097834, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:41:23,011 - testrun_4a235016 - [INFO] - [E:69| 800]: Train Loss:0.00097854, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:42:27,130 - testrun_4a235016 - [INFO] - [E:69| 900]: Train Loss:0.0009788, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:43:31,214 - testrun_4a235016 - [INFO] - [E:69| 1000]: Train Loss:0.0009785, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:44:35,221 - testrun_4a235016 - [INFO] - [E:69| 1100]: Train Loss:0.00097836, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:45:39,369 - testrun_4a235016 - [INFO] - [E:69| 1200]: Train Loss:0.00097836, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:46:43,537 - testrun_4a235016 - [INFO] - [E:69| 1300]: Train Loss:0.00097864, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:47:47,811 - testrun_4a235016 - [INFO] - [E:69| 1400]: Train Loss:0.00097856, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:48:51,901 - testrun_4a235016 - [INFO] - [E:69| 1500]: Train Loss:0.00097887, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:49:56,007 - testrun_4a235016 - [INFO] - [E:69| 1600]: Train Loss:0.00097907, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:50:37,849 - testrun_4a235016 - [INFO] - [Epoch:69]: Training Loss:0.000979 + +2023-06-01 23:50:38,094 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-01 23:50:59,734 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-01 23:51:12,269 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-01 23:51:34,061 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-01 23:51:46,477 - testrun_4a235016 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.4881, Head : 0.28616, Avg : 0.38713 + MR: Tail : 778.01, Head : 755.65, Avg : 766.83 + Hit-1: Tail : 0.40182, Head : 0.14474, Avg : 0.27328 + Hit-3: Tail : 0.53637, Head : 0.37045, Avg : 0.45341 + Hit-10: Tail : 0.64658, Head : 0.53845, Avg : 0.59251 +2023-06-01 23:51:46,505 - testrun_4a235016 - [INFO] - [Epoch 69]: Training Loss: 0.00097904, Valid MRR: 0.4099, + + + +2023-06-01 23:51:47,182 - testrun_4a235016 - [INFO] - [E:70| 0]: Train Loss:0.00097926, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:52:51,231 - testrun_4a235016 - [INFO] - [E:70| 100]: Train Loss:0.00097497, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:53:55,330 - testrun_4a235016 - [INFO] - [E:70| 200]: Train Loss:0.00097555, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:54:59,413 - testrun_4a235016 - [INFO] - [E:70| 300]: Train Loss:0.00097544, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:56:03,535 - testrun_4a235016 - [INFO] - [E:70| 400]: Train Loss:0.0009771, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:57:07,609 - testrun_4a235016 - [INFO] - [E:70| 500]: Train Loss:0.00097705, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:58:11,631 - testrun_4a235016 - [INFO] - [E:70| 600]: Train Loss:0.0009764, Val MRR:0.4099, testrun_4a235016 +2023-06-01 23:59:15,751 - testrun_4a235016 - [INFO] - [E:70| 700]: Train Loss:0.00097619, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:00:19,846 - testrun_4a235016 - [INFO] - [E:70| 800]: Train Loss:0.00097691, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:01:23,979 - testrun_4a235016 - [INFO] - [E:70| 900]: Train Loss:0.00097617, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:02:28,076 - testrun_4a235016 - [INFO] - [E:70| 1000]: Train Loss:0.00097693, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:03:32,171 - testrun_4a235016 - [INFO] - [E:70| 1100]: Train Loss:0.00097748, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:04:36,321 - testrun_4a235016 - [INFO] - [E:70| 1200]: Train Loss:0.00097738, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:05:40,480 - testrun_4a235016 - [INFO] - [E:70| 1300]: Train Loss:0.00097745, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:06:44,595 - testrun_4a235016 - [INFO] - [E:70| 1400]: Train Loss:0.00097775, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:07:48,681 - testrun_4a235016 - [INFO] - [E:70| 1500]: Train Loss:0.00097778, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:08:52,797 - testrun_4a235016 - [INFO] - [E:70| 1600]: Train Loss:0.00097791, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:09:34,638 - testrun_4a235016 - [INFO] - [Epoch:70]: Training Loss:0.000978 + +2023-06-02 00:09:34,883 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 00:09:56,507 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 00:10:09,036 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 00:10:30,811 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 00:10:43,207 - testrun_4a235016 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.48588, Head : 0.29571, Avg : 0.39079 + +2023-06-02 00:10:43,233 - testrun_4a235016 - [INFO] - [Epoch 70]: Training Loss: 0.00097799, Valid MRR: 0.4099, + + + +2023-06-02 00:10:43,910 - testrun_4a235016 - [INFO] - [E:71| 0]: Train Loss:0.0010202, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:11:48,070 - testrun_4a235016 - [INFO] - [E:71| 100]: Train Loss:0.00097037, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:12:52,134 - testrun_4a235016 - [INFO] - [E:71| 200]: Train Loss:0.0009739, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:13:56,179 - testrun_4a235016 - [INFO] - [E:71| 300]: Train Loss:0.00097552, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:15:00,195 - testrun_4a235016 - [INFO] - [E:71| 400]: Train Loss:0.0009768, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:16:04,133 - testrun_4a235016 - [INFO] - [E:71| 500]: Train Loss:0.00097625, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:17:08,054 - testrun_4a235016 - [INFO] - [E:71| 600]: Train Loss:0.00097556, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:18:11,988 - testrun_4a235016 - [INFO] - [E:71| 700]: Train Loss:0.00097543, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:19:15,893 - testrun_4a235016 - [INFO] - [E:71| 800]: Train Loss:0.00097596, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:20:19,846 - testrun_4a235016 - [INFO] - [E:71| 900]: Train Loss:0.00097607, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:21:23,771 - testrun_4a235016 - [INFO] - [E:71| 1000]: Train Loss:0.00097647, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:22:27,704 - testrun_4a235016 - [INFO] - [E:71| 1100]: Train Loss:0.0009764, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:23:31,618 - testrun_4a235016 - [INFO] - [E:71| 1200]: Train Loss:0.00097659, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:24:35,537 - testrun_4a235016 - [INFO] - [E:71| 1300]: Train Loss:0.00097697, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:25:39,475 - testrun_4a235016 - [INFO] - [E:71| 1400]: Train Loss:0.00097701, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:26:43,419 - testrun_4a235016 - [INFO] - [E:71| 1500]: Train Loss:0.00097714, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:27:47,348 - testrun_4a235016 - [INFO] - [E:71| 1600]: Train Loss:0.0009771, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:28:29,138 - testrun_4a235016 - [INFO] - [Epoch:71]: Training Loss:0.0009771 + +2023-06-02 00:28:29,382 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 00:28:51,023 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 00:29:03,579 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 00:29:25,390 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 00:29:37,803 - testrun_4a235016 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.48832, Head : 0.29038, Avg : 0.38935 + +2023-06-02 00:29:37,829 - testrun_4a235016 - [INFO] - [Epoch 71]: Training Loss: 0.0009771, Valid MRR: 0.4099, + + + +2023-06-02 00:29:38,511 - testrun_4a235016 - [INFO] - [E:72| 0]: Train Loss:0.00096157, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:30:42,480 - testrun_4a235016 - [INFO] - [E:72| 100]: Train Loss:0.00097047, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:31:46,500 - testrun_4a235016 - [INFO] - [E:72| 200]: Train Loss:0.00097152, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:32:50,620 - testrun_4a235016 - [INFO] - [E:72| 300]: Train Loss:0.0009725, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:33:54,758 - testrun_4a235016 - [INFO] - [E:72| 400]: Train Loss:0.00097369, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:34:58,808 - testrun_4a235016 - [INFO] - [E:72| 500]: Train Loss:0.00097349, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:36:02,786 - testrun_4a235016 - [INFO] - [E:72| 600]: Train Loss:0.00097372, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:37:06,721 - testrun_4a235016 - [INFO] - [E:72| 700]: Train Loss:0.0009742, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:38:10,668 - testrun_4a235016 - [INFO] - [E:72| 800]: Train Loss:0.00097466, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:39:14,623 - testrun_4a235016 - [INFO] - [E:72| 900]: Train Loss:0.00097485, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:40:18,584 - testrun_4a235016 - [INFO] - [E:72| 1000]: Train Loss:0.000975, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:41:22,552 - testrun_4a235016 - [INFO] - [E:72| 1100]: Train Loss:0.00097538, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:42:26,494 - testrun_4a235016 - [INFO] - [E:72| 1200]: Train Loss:0.00097549, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:43:30,442 - testrun_4a235016 - [INFO] - [E:72| 1300]: Train Loss:0.00097568, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:44:34,392 - testrun_4a235016 - [INFO] - [E:72| 1400]: Train Loss:0.00097593, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:45:38,328 - testrun_4a235016 - [INFO] - [E:72| 1500]: Train Loss:0.00097593, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:46:42,287 - testrun_4a235016 - [INFO] - [E:72| 1600]: Train Loss:0.00097596, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:47:24,089 - testrun_4a235016 - [INFO] - [Epoch:72]: Training Loss:0.0009761 + +2023-06-02 00:47:24,333 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 00:47:45,949 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 00:47:58,486 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 00:48:20,263 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 00:48:32,679 - testrun_4a235016 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.48359, Head : 0.28443, Avg : 0.38401 + +2023-06-02 00:48:32,705 - testrun_4a235016 - [INFO] - [Epoch 72]: Training Loss: 0.00097606, Valid MRR: 0.4099, + + + +2023-06-02 00:48:33,388 - testrun_4a235016 - [INFO] - [E:73| 0]: Train Loss:0.00096164, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:49:37,512 - testrun_4a235016 - [INFO] - [E:73| 100]: Train Loss:0.00097465, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:50:41,607 - testrun_4a235016 - [INFO] - [E:73| 200]: Train Loss:0.0009741, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:51:45,713 - testrun_4a235016 - [INFO] - [E:73| 300]: Train Loss:0.00097587, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:52:49,788 - testrun_4a235016 - [INFO] - [E:73| 400]: Train Loss:0.0009753, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:53:53,873 - testrun_4a235016 - [INFO] - [E:73| 500]: Train Loss:0.00097521, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:54:57,968 - testrun_4a235016 - [INFO] - [E:73| 600]: Train Loss:0.00097456, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:56:02,051 - testrun_4a235016 - [INFO] - [E:73| 700]: Train Loss:0.00097479, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:57:06,072 - testrun_4a235016 - [INFO] - [E:73| 800]: Train Loss:0.00097515, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:58:10,151 - testrun_4a235016 - [INFO] - [E:73| 900]: Train Loss:0.00097584, Val MRR:0.4099, testrun_4a235016 +2023-06-02 00:59:14,085 - testrun_4a235016 - [INFO] - [E:73| 1000]: Train Loss:0.00097558, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:00:18,016 - testrun_4a235016 - [INFO] - [E:73| 1100]: Train Loss:0.00097585, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:01:21,971 - testrun_4a235016 - [INFO] - [E:73| 1200]: Train Loss:0.00097599, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:02:25,909 - testrun_4a235016 - [INFO] - [E:73| 1300]: Train Loss:0.00097605, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:03:29,861 - testrun_4a235016 - [INFO] - [E:73| 1400]: Train Loss:0.00097625, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:04:33,790 - testrun_4a235016 - [INFO] - [E:73| 1500]: Train Loss:0.00097605, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:05:37,729 - testrun_4a235016 - [INFO] - [E:73| 1600]: Train Loss:0.00097604, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:06:19,520 - testrun_4a235016 - [INFO] - [Epoch:73]: Training Loss:0.000976 + +2023-06-02 01:06:19,764 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 01:06:41,369 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 01:06:53,908 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 01:07:15,690 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 01:07:28,091 - testrun_4a235016 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.48379, Head : 0.3053, Avg : 0.39455 + +2023-06-02 01:07:28,117 - testrun_4a235016 - [INFO] - [Epoch 73]: Training Loss: 0.00097601, Valid MRR: 0.4099, + + + +2023-06-02 01:07:28,794 - testrun_4a235016 - [INFO] - [E:74| 0]: Train Loss:0.00096015, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:08:32,780 - testrun_4a235016 - [INFO] - [E:74| 100]: Train Loss:0.00097438, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:09:36,758 - testrun_4a235016 - [INFO] - [E:74| 200]: Train Loss:0.00097261, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:10:40,723 - testrun_4a235016 - [INFO] - [E:74| 300]: Train Loss:0.00097184, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:11:44,688 - testrun_4a235016 - [INFO] - [E:74| 400]: Train Loss:0.00097333, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:12:48,753 - testrun_4a235016 - [INFO] - [E:74| 500]: Train Loss:0.00097345, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:13:52,913 - testrun_4a235016 - [INFO] - [E:74| 600]: Train Loss:0.00097324, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:14:57,085 - testrun_4a235016 - [INFO] - [E:74| 700]: Train Loss:0.00097364, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:16:01,248 - testrun_4a235016 - [INFO] - [E:74| 800]: Train Loss:0.00097372, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:17:05,328 - testrun_4a235016 - [INFO] - [E:74| 900]: Train Loss:0.00097369, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:18:09,399 - testrun_4a235016 - [INFO] - [E:74| 1000]: Train Loss:0.00097394, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:19:13,460 - testrun_4a235016 - [INFO] - [E:74| 1100]: Train Loss:0.00097405, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:20:17,542 - testrun_4a235016 - [INFO] - [E:74| 1200]: Train Loss:0.00097371, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:21:21,619 - testrun_4a235016 - [INFO] - [E:74| 1300]: Train Loss:0.00097385, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:22:25,660 - testrun_4a235016 - [INFO] - [E:74| 1400]: Train Loss:0.00097389, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:23:29,736 - testrun_4a235016 - [INFO] - [E:74| 1500]: Train Loss:0.00097427, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:24:33,814 - testrun_4a235016 - [INFO] - [E:74| 1600]: Train Loss:0.00097442, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:25:15,657 - testrun_4a235016 - [INFO] - [Epoch:74]: Training Loss:0.0009745 + +2023-06-02 01:25:15,902 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 01:25:37,515 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 01:25:50,046 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 01:26:11,823 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 01:26:24,218 - testrun_4a235016 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.49776, Head : 0.28534, Avg : 0.39155 + +2023-06-02 01:26:24,244 - testrun_4a235016 - [INFO] - [Epoch 74]: Training Loss: 0.00097447, Valid MRR: 0.4099, + + + +2023-06-02 01:26:24,924 - testrun_4a235016 - [INFO] - [E:75| 0]: Train Loss:0.00094358, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:27:29,002 - testrun_4a235016 - [INFO] - [E:75| 100]: Train Loss:0.00096829, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:28:33,089 - testrun_4a235016 - [INFO] - [E:75| 200]: Train Loss:0.00096848, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:29:37,141 - testrun_4a235016 - [INFO] - [E:75| 300]: Train Loss:0.00096936, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:30:41,177 - testrun_4a235016 - [INFO] - [E:75| 400]: Train Loss:0.0009718, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:31:45,324 - testrun_4a235016 - [INFO] - [E:75| 500]: Train Loss:0.00097274, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:32:49,464 - testrun_4a235016 - [INFO] - [E:75| 600]: Train Loss:0.0009728, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:33:53,533 - testrun_4a235016 - [INFO] - [E:75| 700]: Train Loss:0.0009734, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:34:57,584 - testrun_4a235016 - [INFO] - [E:75| 800]: Train Loss:0.00097341, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:36:01,658 - testrun_4a235016 - [INFO] - [E:75| 900]: Train Loss:0.00097371, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:37:05,693 - testrun_4a235016 - [INFO] - [E:75| 1000]: Train Loss:0.00097348, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:38:09,804 - testrun_4a235016 - [INFO] - [E:75| 1100]: Train Loss:0.00097335, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:39:13,842 - testrun_4a235016 - [INFO] - [E:75| 1200]: Train Loss:0.00097387, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:40:17,864 - testrun_4a235016 - [INFO] - [E:75| 1300]: Train Loss:0.00097394, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:41:21,874 - testrun_4a235016 - [INFO] - [E:75| 1400]: Train Loss:0.00097377, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:42:25,889 - testrun_4a235016 - [INFO] - [E:75| 1500]: Train Loss:0.00097387, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:43:29,924 - testrun_4a235016 - [INFO] - [E:75| 1600]: Train Loss:0.00097404, Val MRR:0.4099, testrun_4a235016 +2023-06-02 01:44:11,781 - testrun_4a235016 - [INFO] - [Epoch:75]: Training Loss:0.0009743 + +2023-06-02 01:44:12,031 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 01:44:33,675 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 01:44:46,211 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 01:45:08,026 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 01:45:20,442 - testrun_4a235016 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.49542, Head : 0.33629, Avg : 0.41585 + +2023-06-02 01:45:21,460 - testrun_4a235016 - [INFO] - [Epoch 75]: Training Loss: 0.00097429, Valid MRR: 0.41585, + + + +2023-06-02 01:45:22,144 - testrun_4a235016 - [INFO] - [E:76| 0]: Train Loss:0.00097872, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:46:26,189 - testrun_4a235016 - [INFO] - [E:76| 100]: Train Loss:0.00097537, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:47:30,241 - testrun_4a235016 - [INFO] - [E:76| 200]: Train Loss:0.00097306, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:48:34,319 - testrun_4a235016 - [INFO] - [E:76| 300]: Train Loss:0.00097157, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:49:38,410 - testrun_4a235016 - [INFO] - [E:76| 400]: Train Loss:0.00097103, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:50:42,475 - testrun_4a235016 - [INFO] - [E:76| 500]: Train Loss:0.00097097, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:51:46,525 - testrun_4a235016 - [INFO] - [E:76| 600]: Train Loss:0.00097048, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:52:50,548 - testrun_4a235016 - [INFO] - [E:76| 700]: Train Loss:0.00097135, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:53:54,590 - testrun_4a235016 - [INFO] - [E:76| 800]: Train Loss:0.00097161, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:54:58,781 - testrun_4a235016 - [INFO] - [E:76| 900]: Train Loss:0.00097128, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:56:02,895 - testrun_4a235016 - [INFO] - [E:76| 1000]: Train Loss:0.00097147, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:57:07,034 - testrun_4a235016 - [INFO] - [E:76| 1100]: Train Loss:0.00097171, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:58:11,098 - testrun_4a235016 - [INFO] - [E:76| 1200]: Train Loss:0.00097212, Val MRR:0.41585, testrun_4a235016 +2023-06-02 01:59:15,212 - testrun_4a235016 - [INFO] - [E:76| 1300]: Train Loss:0.00097235, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:00:19,318 - testrun_4a235016 - [INFO] - [E:76| 1400]: Train Loss:0.00097262, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:01:23,417 - testrun_4a235016 - [INFO] - [E:76| 1500]: Train Loss:0.00097258, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:02:27,532 - testrun_4a235016 - [INFO] - [E:76| 1600]: Train Loss:0.0009729, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:03:09,450 - testrun_4a235016 - [INFO] - [Epoch:76]: Training Loss:0.0009728 + +2023-06-02 02:03:09,695 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 02:03:31,314 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 02:03:43,836 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 02:04:05,639 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 02:04:18,057 - testrun_4a235016 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.48953, Head : 0.2628, Avg : 0.37616 + +2023-06-02 02:04:18,082 - testrun_4a235016 - [INFO] - [Epoch 76]: Training Loss: 0.00097283, Valid MRR: 0.41585, + + + +2023-06-02 02:04:18,761 - testrun_4a235016 - [INFO] - [E:77| 0]: Train Loss:0.00097119, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:05:22,834 - testrun_4a235016 - [INFO] - [E:77| 100]: Train Loss:0.00097025, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:06:26,919 - testrun_4a235016 - [INFO] - [E:77| 200]: Train Loss:0.00096907, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:07:30,938 - testrun_4a235016 - [INFO] - [E:77| 300]: Train Loss:0.00096735, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:08:34,986 - testrun_4a235016 - [INFO] - [E:77| 400]: Train Loss:0.00096843, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:09:39,022 - testrun_4a235016 - [INFO] - [E:77| 500]: Train Loss:0.00096949, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:10:43,108 - testrun_4a235016 - [INFO] - [E:77| 600]: Train Loss:0.00097006, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:11:47,183 - testrun_4a235016 - [INFO] - [E:77| 700]: Train Loss:0.00097075, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:12:51,258 - testrun_4a235016 - [INFO] - [E:77| 800]: Train Loss:0.00097143, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:13:55,335 - testrun_4a235016 - [INFO] - [E:77| 900]: Train Loss:0.00097139, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:14:59,418 - testrun_4a235016 - [INFO] - [E:77| 1000]: Train Loss:0.00097151, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:16:03,559 - testrun_4a235016 - [INFO] - [E:77| 1100]: Train Loss:0.00097156, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:17:07,614 - testrun_4a235016 - [INFO] - [E:77| 1200]: Train Loss:0.00097197, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:18:11,733 - testrun_4a235016 - [INFO] - [E:77| 1300]: Train Loss:0.00097256, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:19:15,811 - testrun_4a235016 - [INFO] - [E:77| 1400]: Train Loss:0.00097263, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:20:19,824 - testrun_4a235016 - [INFO] - [E:77| 1500]: Train Loss:0.00097242, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:21:24,010 - testrun_4a235016 - [INFO] - [E:77| 1600]: Train Loss:0.00097242, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:22:05,896 - testrun_4a235016 - [INFO] - [Epoch:77]: Training Loss:0.0009723 + +2023-06-02 02:22:06,147 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 02:22:27,775 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 02:22:40,331 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 02:23:02,167 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 02:23:14,580 - testrun_4a235016 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.486, Head : 0.33186, Avg : 0.40893 + +2023-06-02 02:23:14,606 - testrun_4a235016 - [INFO] - [Epoch 77]: Training Loss: 0.00097226, Valid MRR: 0.41585, + + + +2023-06-02 02:23:15,284 - testrun_4a235016 - [INFO] - [E:78| 0]: Train Loss:0.00096239, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:24:19,485 - testrun_4a235016 - [INFO] - [E:78| 100]: Train Loss:0.00096575, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:25:23,565 - testrun_4a235016 - [INFO] - [E:78| 200]: Train Loss:0.00096831, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:26:27,750 - testrun_4a235016 - [INFO] - [E:78| 300]: Train Loss:0.00096854, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:27:31,860 - testrun_4a235016 - [INFO] - [E:78| 400]: Train Loss:0.00097082, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:28:36,027 - testrun_4a235016 - [INFO] - [E:78| 500]: Train Loss:0.00097075, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:29:40,164 - testrun_4a235016 - [INFO] - [E:78| 600]: Train Loss:0.00097041, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:30:44,226 - testrun_4a235016 - [INFO] - [E:78| 700]: Train Loss:0.00096998, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:31:48,376 - testrun_4a235016 - [INFO] - [E:78| 800]: Train Loss:0.00097067, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:32:52,442 - testrun_4a235016 - [INFO] - [E:78| 900]: Train Loss:0.00097054, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:33:56,515 - testrun_4a235016 - [INFO] - [E:78| 1000]: Train Loss:0.00097067, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:35:00,584 - testrun_4a235016 - [INFO] - [E:78| 1100]: Train Loss:0.00097119, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:36:04,695 - testrun_4a235016 - [INFO] - [E:78| 1200]: Train Loss:0.00097093, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:37:08,770 - testrun_4a235016 - [INFO] - [E:78| 1300]: Train Loss:0.00097113, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:38:12,860 - testrun_4a235016 - [INFO] - [E:78| 1400]: Train Loss:0.00097118, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:39:16,929 - testrun_4a235016 - [INFO] - [E:78| 1500]: Train Loss:0.00097131, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:40:21,044 - testrun_4a235016 - [INFO] - [E:78| 1600]: Train Loss:0.00097137, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:41:02,948 - testrun_4a235016 - [INFO] - [Epoch:78]: Training Loss:0.0009716 + +2023-06-02 02:41:03,193 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 02:41:24,837 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 02:41:37,381 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 02:41:59,209 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 02:42:11,626 - testrun_4a235016 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.49397, Head : 0.29482, Avg : 0.39439 + +2023-06-02 02:42:11,652 - testrun_4a235016 - [INFO] - [Epoch 78]: Training Loss: 0.00097158, Valid MRR: 0.41585, + + + +2023-06-02 02:42:12,330 - testrun_4a235016 - [INFO] - [E:79| 0]: Train Loss:0.00095244, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:43:16,458 - testrun_4a235016 - [INFO] - [E:79| 100]: Train Loss:0.00096885, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:44:20,535 - testrun_4a235016 - [INFO] - [E:79| 200]: Train Loss:0.00096908, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:45:24,620 - testrun_4a235016 - [INFO] - [E:79| 300]: Train Loss:0.00096793, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:46:28,754 - testrun_4a235016 - [INFO] - [E:79| 400]: Train Loss:0.00096879, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:47:32,875 - testrun_4a235016 - [INFO] - [E:79| 500]: Train Loss:0.00096911, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:48:36,996 - testrun_4a235016 - [INFO] - [E:79| 600]: Train Loss:0.00096962, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:49:41,108 - testrun_4a235016 - [INFO] - [E:79| 700]: Train Loss:0.00096952, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:50:45,219 - testrun_4a235016 - [INFO] - [E:79| 800]: Train Loss:0.00096975, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:51:49,340 - testrun_4a235016 - [INFO] - [E:79| 900]: Train Loss:0.00096981, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:52:53,479 - testrun_4a235016 - [INFO] - [E:79| 1000]: Train Loss:0.00097015, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:53:57,608 - testrun_4a235016 - [INFO] - [E:79| 1100]: Train Loss:0.00097018, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:55:01,781 - testrun_4a235016 - [INFO] - [E:79| 1200]: Train Loss:0.00097048, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:56:05,972 - testrun_4a235016 - [INFO] - [E:79| 1300]: Train Loss:0.00097048, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:57:10,138 - testrun_4a235016 - [INFO] - [E:79| 1400]: Train Loss:0.00097038, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:58:14,372 - testrun_4a235016 - [INFO] - [E:79| 1500]: Train Loss:0.00097051, Val MRR:0.41585, testrun_4a235016 +2023-06-02 02:59:18,552 - testrun_4a235016 - [INFO] - [E:79| 1600]: Train Loss:0.00097083, Val MRR:0.41585, testrun_4a235016 +2023-06-02 03:00:00,511 - testrun_4a235016 - [INFO] - [Epoch:79]: Training Loss:0.0009709 + +2023-06-02 03:00:00,757 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 03:00:22,414 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 03:00:34,959 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 03:00:56,785 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 03:01:09,214 - testrun_4a235016 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.49514, Head : 0.34236, Avg : 0.41875 + MR: Tail : 846.35, Head : 772.01, Avg : 809.18 + Hit-1: Tail : 0.41498, Head : 0.24376, Avg : 0.32937 + Hit-3: Tail : 0.54127, Head : 0.38109, Avg : 0.46118 + Hit-10: Tail : 0.64806, Head : 0.53687, Avg : 0.59246 +2023-06-02 03:01:10,819 - testrun_4a235016 - [INFO] - [Epoch 79]: Training Loss: 0.00097088, Valid MRR: 0.41875, + + + +2023-06-02 03:01:11,504 - testrun_4a235016 - [INFO] - [E:80| 0]: Train Loss:0.0009425, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:02:15,700 - testrun_4a235016 - [INFO] - [E:80| 100]: Train Loss:0.00096676, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:03:19,930 - testrun_4a235016 - [INFO] - [E:80| 200]: Train Loss:0.00096771, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:04:24,148 - testrun_4a235016 - [INFO] - [E:80| 300]: Train Loss:0.00096884, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:05:28,292 - testrun_4a235016 - [INFO] - [E:80| 400]: Train Loss:0.00096959, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:06:32,389 - testrun_4a235016 - [INFO] - [E:80| 500]: Train Loss:0.0009714, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:07:36,495 - testrun_4a235016 - [INFO] - [E:80| 600]: Train Loss:0.00097172, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:08:40,587 - testrun_4a235016 - [INFO] - [E:80| 700]: Train Loss:0.00097116, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:09:44,767 - testrun_4a235016 - [INFO] - [E:80| 800]: Train Loss:0.00097079, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:10:48,993 - testrun_4a235016 - [INFO] - [E:80| 900]: Train Loss:0.00097083, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:11:53,213 - testrun_4a235016 - [INFO] - [E:80| 1000]: Train Loss:0.00097129, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:12:57,512 - testrun_4a235016 - [INFO] - [E:80| 1100]: Train Loss:0.00097079, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:14:01,767 - testrun_4a235016 - [INFO] - [E:80| 1200]: Train Loss:0.00097075, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:15:06,012 - testrun_4a235016 - [INFO] - [E:80| 1300]: Train Loss:0.00097085, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:16:10,256 - testrun_4a235016 - [INFO] - [E:80| 1400]: Train Loss:0.00097075, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:17:14,544 - testrun_4a235016 - [INFO] - [E:80| 1500]: Train Loss:0.00097065, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:18:18,824 - testrun_4a235016 - [INFO] - [E:80| 1600]: Train Loss:0.00097074, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:19:00,875 - testrun_4a235016 - [INFO] - [Epoch:80]: Training Loss:0.0009707 + +2023-06-02 03:19:01,120 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 03:19:22,811 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 03:19:35,379 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 03:19:57,241 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 03:20:09,697 - testrun_4a235016 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.49037, Head : 0.30373, Avg : 0.39705 + +2023-06-02 03:20:09,723 - testrun_4a235016 - [INFO] - [Epoch 80]: Training Loss: 0.00097065, Valid MRR: 0.41875, + + + +2023-06-02 03:20:10,410 - testrun_4a235016 - [INFO] - [E:81| 0]: Train Loss:0.00096138, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:21:14,738 - testrun_4a235016 - [INFO] - [E:81| 100]: Train Loss:0.00097006, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:22:19,124 - testrun_4a235016 - [INFO] - [E:81| 200]: Train Loss:0.00096695, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:23:23,404 - testrun_4a235016 - [INFO] - [E:81| 300]: Train Loss:0.00096659, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:24:27,682 - testrun_4a235016 - [INFO] - [E:81| 400]: Train Loss:0.00096821, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:25:31,953 - testrun_4a235016 - [INFO] - [E:81| 500]: Train Loss:0.00096855, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:26:36,225 - testrun_4a235016 - [INFO] - [E:81| 600]: Train Loss:0.00096809, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:27:40,513 - testrun_4a235016 - [INFO] - [E:81| 700]: Train Loss:0.00096744, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:28:44,794 - testrun_4a235016 - [INFO] - [E:81| 800]: Train Loss:0.00096796, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:29:48,940 - testrun_4a235016 - [INFO] - [E:81| 900]: Train Loss:0.00096828, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:30:53,094 - testrun_4a235016 - [INFO] - [E:81| 1000]: Train Loss:0.00096814, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:31:57,271 - testrun_4a235016 - [INFO] - [E:81| 1100]: Train Loss:0.00096834, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:33:01,472 - testrun_4a235016 - [INFO] - [E:81| 1200]: Train Loss:0.00096834, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:34:05,678 - testrun_4a235016 - [INFO] - [E:81| 1300]: Train Loss:0.00096878, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:35:09,852 - testrun_4a235016 - [INFO] - [E:81| 1400]: Train Loss:0.00096925, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:36:14,055 - testrun_4a235016 - [INFO] - [E:81| 1500]: Train Loss:0.00096933, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:37:18,243 - testrun_4a235016 - [INFO] - [E:81| 1600]: Train Loss:0.00096949, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:38:00,213 - testrun_4a235016 - [INFO] - [Epoch:81]: Training Loss:0.0009695 + +2023-06-02 03:38:00,458 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 03:38:22,136 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 03:38:34,704 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 03:38:56,573 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 03:39:09,040 - testrun_4a235016 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.49575, Head : 0.29837, Avg : 0.39706 + +2023-06-02 03:39:09,066 - testrun_4a235016 - [INFO] - [Epoch 81]: Training Loss: 0.00096946, Valid MRR: 0.41875, + + + +2023-06-02 03:39:09,749 - testrun_4a235016 - [INFO] - [E:82| 0]: Train Loss:0.00095537, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:40:14,069 - testrun_4a235016 - [INFO] - [E:82| 100]: Train Loss:0.00096873, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:41:18,333 - testrun_4a235016 - [INFO] - [E:82| 200]: Train Loss:0.00096888, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:42:22,644 - testrun_4a235016 - [INFO] - [E:82| 300]: Train Loss:0.0009689, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:43:26,984 - testrun_4a235016 - [INFO] - [E:82| 400]: Train Loss:0.00096809, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:44:31,354 - testrun_4a235016 - [INFO] - [E:82| 500]: Train Loss:0.00096751, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:45:35,613 - testrun_4a235016 - [INFO] - [E:82| 600]: Train Loss:0.00096766, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:46:39,934 - testrun_4a235016 - [INFO] - [E:82| 700]: Train Loss:0.00096746, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:47:44,317 - testrun_4a235016 - [INFO] - [E:82| 800]: Train Loss:0.00096756, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:48:48,674 - testrun_4a235016 - [INFO] - [E:82| 900]: Train Loss:0.00096794, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:49:53,078 - testrun_4a235016 - [INFO] - [E:82| 1000]: Train Loss:0.00096805, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:50:57,361 - testrun_4a235016 - [INFO] - [E:82| 1100]: Train Loss:0.00096796, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:52:01,596 - testrun_4a235016 - [INFO] - [E:82| 1200]: Train Loss:0.00096807, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:53:05,819 - testrun_4a235016 - [INFO] - [E:82| 1300]: Train Loss:0.00096826, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:54:10,060 - testrun_4a235016 - [INFO] - [E:82| 1400]: Train Loss:0.00096832, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:55:14,342 - testrun_4a235016 - [INFO] - [E:82| 1500]: Train Loss:0.00096824, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:56:18,608 - testrun_4a235016 - [INFO] - [E:82| 1600]: Train Loss:0.00096854, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:57:00,619 - testrun_4a235016 - [INFO] - [Epoch:82]: Training Loss:0.0009686 + +2023-06-02 03:57:00,865 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 03:57:22,559 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 03:57:35,136 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 03:57:57,014 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 03:58:09,485 - testrun_4a235016 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.49618, Head : 0.29457, Avg : 0.39538 + +2023-06-02 03:58:09,511 - testrun_4a235016 - [INFO] - [Epoch 82]: Training Loss: 0.00096862, Valid MRR: 0.41875, + + + +2023-06-02 03:58:10,192 - testrun_4a235016 - [INFO] - [E:83| 0]: Train Loss:0.00095364, Val MRR:0.41875, testrun_4a235016 +2023-06-02 03:59:14,482 - testrun_4a235016 - [INFO] - [E:83| 100]: Train Loss:0.0009676, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:00:18,770 - testrun_4a235016 - [INFO] - [E:83| 200]: Train Loss:0.00096703, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:01:23,121 - testrun_4a235016 - [INFO] - [E:83| 300]: Train Loss:0.00096748, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:02:27,554 - testrun_4a235016 - [INFO] - [E:83| 400]: Train Loss:0.00096673, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:03:31,834 - testrun_4a235016 - [INFO] - [E:83| 500]: Train Loss:0.00096592, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:04:36,199 - testrun_4a235016 - [INFO] - [E:83| 600]: Train Loss:0.00096682, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:05:40,583 - testrun_4a235016 - [INFO] - [E:83| 700]: Train Loss:0.00096709, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:06:44,928 - testrun_4a235016 - [INFO] - [E:83| 800]: Train Loss:0.00096737, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:07:49,244 - testrun_4a235016 - [INFO] - [E:83| 900]: Train Loss:0.00096766, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:08:53,616 - testrun_4a235016 - [INFO] - [E:83| 1000]: Train Loss:0.00096774, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:09:57,904 - testrun_4a235016 - [INFO] - [E:83| 1100]: Train Loss:0.00096785, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:11:02,297 - testrun_4a235016 - [INFO] - [E:83| 1200]: Train Loss:0.00096803, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:12:06,635 - testrun_4a235016 - [INFO] - [E:83| 1300]: Train Loss:0.00096822, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:13:11,018 - testrun_4a235016 - [INFO] - [E:83| 1400]: Train Loss:0.00096817, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:14:15,361 - testrun_4a235016 - [INFO] - [E:83| 1500]: Train Loss:0.00096819, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:15:19,700 - testrun_4a235016 - [INFO] - [E:83| 1600]: Train Loss:0.00096816, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:16:01,794 - testrun_4a235016 - [INFO] - [Epoch:83]: Training Loss:0.0009683 + +2023-06-02 04:16:02,040 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 04:16:23,747 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 04:16:36,322 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 04:16:58,189 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 04:17:10,658 - testrun_4a235016 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.49462, Head : 0.31979, Avg : 0.40721 + +2023-06-02 04:17:10,684 - testrun_4a235016 - [INFO] - [Epoch 83]: Training Loss: 0.00096833, Valid MRR: 0.41875, + + + +2023-06-02 04:17:11,364 - testrun_4a235016 - [INFO] - [E:84| 0]: Train Loss:0.00099109, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:18:15,738 - testrun_4a235016 - [INFO] - [E:84| 100]: Train Loss:0.00096556, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:19:20,150 - testrun_4a235016 - [INFO] - [E:84| 200]: Train Loss:0.00096582, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:20:24,531 - testrun_4a235016 - [INFO] - [E:84| 300]: Train Loss:0.00096563, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:21:28,897 - testrun_4a235016 - [INFO] - [E:84| 400]: Train Loss:0.00096497, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:22:33,290 - testrun_4a235016 - [INFO] - [E:84| 500]: Train Loss:0.0009653, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:23:37,592 - testrun_4a235016 - [INFO] - [E:84| 600]: Train Loss:0.00096506, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:24:41,978 - testrun_4a235016 - [INFO] - [E:84| 700]: Train Loss:0.00096583, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:25:47,697 - testrun_4a235016 - [INFO] - [E:84| 800]: Train Loss:0.00096561, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:26:52,018 - testrun_4a235016 - [INFO] - [E:84| 900]: Train Loss:0.00096542, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:27:56,340 - testrun_4a235016 - [INFO] - [E:84| 1000]: Train Loss:0.00096547, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:29:00,617 - testrun_4a235016 - [INFO] - [E:84| 1100]: Train Loss:0.00096559, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:30:04,860 - testrun_4a235016 - [INFO] - [E:84| 1200]: Train Loss:0.00096688, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:31:09,169 - testrun_4a235016 - [INFO] - [E:84| 1300]: Train Loss:0.0009672, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:32:13,491 - testrun_4a235016 - [INFO] - [E:84| 1400]: Train Loss:0.00096773, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:33:17,747 - testrun_4a235016 - [INFO] - [E:84| 1500]: Train Loss:0.00096788, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:34:22,050 - testrun_4a235016 - [INFO] - [E:84| 1600]: Train Loss:0.00096812, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:35:04,062 - testrun_4a235016 - [INFO] - [Epoch:84]: Training Loss:0.000968 + +2023-06-02 04:35:04,307 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 04:35:25,994 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 04:35:38,560 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 04:36:00,422 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 04:36:12,879 - testrun_4a235016 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.48258, Head : 0.30178, Avg : 0.39218 + +2023-06-02 04:36:12,905 - testrun_4a235016 - [INFO] - [Epoch 84]: Training Loss: 0.00096804, Valid MRR: 0.41875, + + + +2023-06-02 04:36:13,587 - testrun_4a235016 - [INFO] - [E:85| 0]: Train Loss:0.0010035, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:37:17,867 - testrun_4a235016 - [INFO] - [E:85| 100]: Train Loss:0.0009658, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:38:22,177 - testrun_4a235016 - [INFO] - [E:85| 200]: Train Loss:0.00096926, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:39:26,456 - testrun_4a235016 - [INFO] - [E:85| 300]: Train Loss:0.0009687, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:40:30,740 - testrun_4a235016 - [INFO] - [E:85| 400]: Train Loss:0.00096774, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:41:34,995 - testrun_4a235016 - [INFO] - [E:85| 500]: Train Loss:0.0009665, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:42:39,335 - testrun_4a235016 - [INFO] - [E:85| 600]: Train Loss:0.00096641, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:43:43,651 - testrun_4a235016 - [INFO] - [E:85| 700]: Train Loss:0.00096631, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:44:47,956 - testrun_4a235016 - [INFO] - [E:85| 800]: Train Loss:0.00096686, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:45:52,283 - testrun_4a235016 - [INFO] - [E:85| 900]: Train Loss:0.00096709, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:46:56,555 - testrun_4a235016 - [INFO] - [E:85| 1000]: Train Loss:0.00096706, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:48:00,862 - testrun_4a235016 - [INFO] - [E:85| 1100]: Train Loss:0.00096704, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:49:05,142 - testrun_4a235016 - [INFO] - [E:85| 1200]: Train Loss:0.00096656, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:50:09,417 - testrun_4a235016 - [INFO] - [E:85| 1300]: Train Loss:0.00096649, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:51:13,724 - testrun_4a235016 - [INFO] - [E:85| 1400]: Train Loss:0.00096661, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:52:17,979 - testrun_4a235016 - [INFO] - [E:85| 1500]: Train Loss:0.00096659, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:53:22,297 - testrun_4a235016 - [INFO] - [E:85| 1600]: Train Loss:0.00096679, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:54:04,328 - testrun_4a235016 - [INFO] - [Epoch:85]: Training Loss:0.0009668 + +2023-06-02 04:54:04,574 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 04:54:26,268 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 04:54:38,845 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 04:55:00,722 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 04:55:13,195 - testrun_4a235016 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.48933, Head : 0.33911, Avg : 0.41422 + +2023-06-02 04:55:13,221 - testrun_4a235016 - [INFO] - [Epoch 85]: Training Loss: 0.00096676, Valid MRR: 0.41875, + + + +2023-06-02 04:55:13,900 - testrun_4a235016 - [INFO] - [E:86| 0]: Train Loss:0.00094712, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:56:18,267 - testrun_4a235016 - [INFO] - [E:86| 100]: Train Loss:0.00096443, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:57:22,578 - testrun_4a235016 - [INFO] - [E:86| 200]: Train Loss:0.00096353, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:58:26,869 - testrun_4a235016 - [INFO] - [E:86| 300]: Train Loss:0.00096312, Val MRR:0.41875, testrun_4a235016 +2023-06-02 04:59:31,216 - testrun_4a235016 - [INFO] - [E:86| 400]: Train Loss:0.00096365, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:00:35,530 - testrun_4a235016 - [INFO] - [E:86| 500]: Train Loss:0.00096376, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:01:39,831 - testrun_4a235016 - [INFO] - [E:86| 600]: Train Loss:0.0009645, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:02:44,140 - testrun_4a235016 - [INFO] - [E:86| 700]: Train Loss:0.00096485, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:03:48,469 - testrun_4a235016 - [INFO] - [E:86| 800]: Train Loss:0.00096465, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:04:52,815 - testrun_4a235016 - [INFO] - [E:86| 900]: Train Loss:0.00096491, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:05:57,110 - testrun_4a235016 - [INFO] - [E:86| 1000]: Train Loss:0.00096502, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:07:01,437 - testrun_4a235016 - [INFO] - [E:86| 1100]: Train Loss:0.00096525, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:08:05,794 - testrun_4a235016 - [INFO] - [E:86| 1200]: Train Loss:0.00096516, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:09:10,134 - testrun_4a235016 - [INFO] - [E:86| 1300]: Train Loss:0.00096544, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:10:14,491 - testrun_4a235016 - [INFO] - [E:86| 1400]: Train Loss:0.00096532, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:11:18,807 - testrun_4a235016 - [INFO] - [E:86| 1500]: Train Loss:0.0009658, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:12:23,088 - testrun_4a235016 - [INFO] - [E:86| 1600]: Train Loss:0.00096601, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:13:05,150 - testrun_4a235016 - [INFO] - [Epoch:86]: Training Loss:0.0009661 + +2023-06-02 05:13:05,396 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 05:13:27,093 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 05:13:39,663 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 05:14:01,540 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 05:14:14,011 - testrun_4a235016 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.49337, Head : 0.3383, Avg : 0.41583 + +2023-06-02 05:14:14,037 - testrun_4a235016 - [INFO] - [Epoch 86]: Training Loss: 0.00096612, Valid MRR: 0.41875, + + + +2023-06-02 05:14:14,721 - testrun_4a235016 - [INFO] - [E:87| 0]: Train Loss:0.00094936, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:15:19,055 - testrun_4a235016 - [INFO] - [E:87| 100]: Train Loss:0.00096584, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:16:23,415 - testrun_4a235016 - [INFO] - [E:87| 200]: Train Loss:0.00096722, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:17:27,740 - testrun_4a235016 - [INFO] - [E:87| 300]: Train Loss:0.00096733, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:18:32,007 - testrun_4a235016 - [INFO] - [E:87| 400]: Train Loss:0.00096604, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:19:36,323 - testrun_4a235016 - [INFO] - [E:87| 500]: Train Loss:0.0009658, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:20:40,629 - testrun_4a235016 - [INFO] - [E:87| 600]: Train Loss:0.00096577, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:21:44,902 - testrun_4a235016 - [INFO] - [E:87| 700]: Train Loss:0.00096534, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:22:49,223 - testrun_4a235016 - [INFO] - [E:87| 800]: Train Loss:0.00096513, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:23:53,529 - testrun_4a235016 - [INFO] - [E:87| 900]: Train Loss:0.00096518, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:24:57,862 - testrun_4a235016 - [INFO] - [E:87| 1000]: Train Loss:0.00096527, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:26:02,184 - testrun_4a235016 - [INFO] - [E:87| 1100]: Train Loss:0.00096549, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:27:06,519 - testrun_4a235016 - [INFO] - [E:87| 1200]: Train Loss:0.0009654, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:28:10,844 - testrun_4a235016 - [INFO] - [E:87| 1300]: Train Loss:0.00096521, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:29:15,222 - testrun_4a235016 - [INFO] - [E:87| 1400]: Train Loss:0.00096551, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:30:19,605 - testrun_4a235016 - [INFO] - [E:87| 1500]: Train Loss:0.00096545, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:31:23,945 - testrun_4a235016 - [INFO] - [E:87| 1600]: Train Loss:0.00096565, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:32:06,001 - testrun_4a235016 - [INFO] - [Epoch:87]: Training Loss:0.0009656 + +2023-06-02 05:32:06,246 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 05:32:27,952 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 05:32:40,529 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 05:33:02,415 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 05:33:14,882 - testrun_4a235016 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.49584, Head : 0.29849, Avg : 0.39717 + +2023-06-02 05:33:14,908 - testrun_4a235016 - [INFO] - [Epoch 87]: Training Loss: 0.00096565, Valid MRR: 0.41875, + + + +2023-06-02 05:33:15,588 - testrun_4a235016 - [INFO] - [E:88| 0]: Train Loss:0.00094248, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:34:19,963 - testrun_4a235016 - [INFO] - [E:88| 100]: Train Loss:0.00096894, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:35:24,289 - testrun_4a235016 - [INFO] - [E:88| 200]: Train Loss:0.0009669, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:36:28,624 - testrun_4a235016 - [INFO] - [E:88| 300]: Train Loss:0.00096577, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:37:32,998 - testrun_4a235016 - [INFO] - [E:88| 400]: Train Loss:0.00096441, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:38:37,337 - testrun_4a235016 - [INFO] - [E:88| 500]: Train Loss:0.00096444, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:39:41,666 - testrun_4a235016 - [INFO] - [E:88| 600]: Train Loss:0.00096447, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:40:46,015 - testrun_4a235016 - [INFO] - [E:88| 700]: Train Loss:0.00096418, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:41:50,374 - testrun_4a235016 - [INFO] - [E:88| 800]: Train Loss:0.00096464, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:42:54,720 - testrun_4a235016 - [INFO] - [E:88| 900]: Train Loss:0.00096415, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:43:59,093 - testrun_4a235016 - [INFO] - [E:88| 1000]: Train Loss:0.00096417, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:45:03,507 - testrun_4a235016 - [INFO] - [E:88| 1100]: Train Loss:0.00096415, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:46:07,865 - testrun_4a235016 - [INFO] - [E:88| 1200]: Train Loss:0.0009643, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:47:12,275 - testrun_4a235016 - [INFO] - [E:88| 1300]: Train Loss:0.0009641, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:48:16,563 - testrun_4a235016 - [INFO] - [E:88| 1400]: Train Loss:0.00096399, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:49:20,782 - testrun_4a235016 - [INFO] - [E:88| 1500]: Train Loss:0.00096435, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:50:25,085 - testrun_4a235016 - [INFO] - [E:88| 1600]: Train Loss:0.00096446, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:51:07,145 - testrun_4a235016 - [INFO] - [Epoch:88]: Training Loss:0.0009646 + +2023-06-02 05:51:07,396 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 05:51:29,106 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 05:51:41,685 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 05:52:03,571 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 05:52:16,040 - testrun_4a235016 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.47608, Head : 0.31644, Avg : 0.39626 + +2023-06-02 05:52:16,066 - testrun_4a235016 - [INFO] - [Epoch 88]: Training Loss: 0.00096461, Valid MRR: 0.41875, + + + +2023-06-02 05:52:16,748 - testrun_4a235016 - [INFO] - [E:89| 0]: Train Loss:0.00095382, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:53:21,159 - testrun_4a235016 - [INFO] - [E:89| 100]: Train Loss:0.00096049, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:54:25,475 - testrun_4a235016 - [INFO] - [E:89| 200]: Train Loss:0.00096211, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:55:29,816 - testrun_4a235016 - [INFO] - [E:89| 300]: Train Loss:0.00096137, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:56:34,113 - testrun_4a235016 - [INFO] - [E:89| 400]: Train Loss:0.000962, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:57:38,476 - testrun_4a235016 - [INFO] - [E:89| 500]: Train Loss:0.00096331, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:58:42,865 - testrun_4a235016 - [INFO] - [E:89| 600]: Train Loss:0.00096375, Val MRR:0.41875, testrun_4a235016 +2023-06-02 05:59:47,238 - testrun_4a235016 - [INFO] - [E:89| 700]: Train Loss:0.00096444, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:00:51,542 - testrun_4a235016 - [INFO] - [E:89| 800]: Train Loss:0.00096414, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:01:55,913 - testrun_4a235016 - [INFO] - [E:89| 900]: Train Loss:0.00096416, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:03:00,212 - testrun_4a235016 - [INFO] - [E:89| 1000]: Train Loss:0.00096378, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:04:04,585 - testrun_4a235016 - [INFO] - [E:89| 1100]: Train Loss:0.00096332, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:05:08,942 - testrun_4a235016 - [INFO] - [E:89| 1200]: Train Loss:0.00096392, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:06:13,292 - testrun_4a235016 - [INFO] - [E:89| 1300]: Train Loss:0.00096378, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:07:17,644 - testrun_4a235016 - [INFO] - [E:89| 1400]: Train Loss:0.00096385, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:08:22,037 - testrun_4a235016 - [INFO] - [E:89| 1500]: Train Loss:0.00096396, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:09:26,376 - testrun_4a235016 - [INFO] - [E:89| 1600]: Train Loss:0.00096398, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:10:08,493 - testrun_4a235016 - [INFO] - [Epoch:89]: Training Loss:0.0009641 + +2023-06-02 06:10:08,739 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 06:10:30,449 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 06:10:43,031 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 06:11:04,919 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 06:11:17,390 - testrun_4a235016 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.49185, Head : 0.27768, Avg : 0.38476 + MR: Tail : 869.06, Head : 830.42, Avg : 849.74 + Hit-1: Tail : 0.41009, Head : 0.17216, Avg : 0.29112 + Hit-3: Tail : 0.53929, Head : 0.31547, Avg : 0.42738 + Hit-10: Tail : 0.6447, Head : 0.48491, Avg : 0.5648 +2023-06-02 06:11:17,437 - testrun_4a235016 - [INFO] - [Epoch 89]: Training Loss: 0.00096412, Valid MRR: 0.41875, + + + +2023-06-02 06:11:18,119 - testrun_4a235016 - [INFO] - [E:90| 0]: Train Loss:0.00095023, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:12:22,466 - testrun_4a235016 - [INFO] - [E:90| 100]: Train Loss:0.00096218, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:13:26,761 - testrun_4a235016 - [INFO] - [E:90| 200]: Train Loss:0.00096234, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:14:31,084 - testrun_4a235016 - [INFO] - [E:90| 300]: Train Loss:0.00096333, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:15:35,457 - testrun_4a235016 - [INFO] - [E:90| 400]: Train Loss:0.0009633, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:16:39,753 - testrun_4a235016 - [INFO] - [E:90| 500]: Train Loss:0.00096326, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:17:44,069 - testrun_4a235016 - [INFO] - [E:90| 600]: Train Loss:0.00096323, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:18:48,393 - testrun_4a235016 - [INFO] - [E:90| 700]: Train Loss:0.0009635, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:19:52,747 - testrun_4a235016 - [INFO] - [E:90| 800]: Train Loss:0.00096361, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:20:57,063 - testrun_4a235016 - [INFO] - [E:90| 900]: Train Loss:0.00096306, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:22:01,375 - testrun_4a235016 - [INFO] - [E:90| 1000]: Train Loss:0.00096305, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:23:05,661 - testrun_4a235016 - [INFO] - [E:90| 1100]: Train Loss:0.00096306, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:24:09,984 - testrun_4a235016 - [INFO] - [E:90| 1200]: Train Loss:0.0009633, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:25:14,257 - testrun_4a235016 - [INFO] - [E:90| 1300]: Train Loss:0.00096351, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:26:18,586 - testrun_4a235016 - [INFO] - [E:90| 1400]: Train Loss:0.00096372, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:27:22,922 - testrun_4a235016 - [INFO] - [E:90| 1500]: Train Loss:0.00096402, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:28:27,164 - testrun_4a235016 - [INFO] - [E:90| 1600]: Train Loss:0.00096409, Val MRR:0.41875, testrun_4a235016 +2023-06-02 06:29:09,186 - testrun_4a235016 - [INFO] - [Epoch:90]: Training Loss:0.0009642 + +2023-06-02 06:29:09,432 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 06:29:31,133 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 06:29:43,708 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 06:30:05,574 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 06:30:18,043 - testrun_4a235016 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.50018, Head : 0.34243, Avg : 0.4213 + +2023-06-02 06:30:19,283 - testrun_4a235016 - [INFO] - [Epoch 90]: Training Loss: 0.00096416, Valid MRR: 0.4213, + + + +2023-06-02 06:30:19,970 - testrun_4a235016 - [INFO] - [E:91| 0]: Train Loss:0.00096168, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:31:24,224 - testrun_4a235016 - [INFO] - [E:91| 100]: Train Loss:0.0009593, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:32:28,507 - testrun_4a235016 - [INFO] - [E:91| 200]: Train Loss:0.00096167, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:33:32,784 - testrun_4a235016 - [INFO] - [E:91| 300]: Train Loss:0.00096271, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:34:37,013 - testrun_4a235016 - [INFO] - [E:91| 400]: Train Loss:0.00096248, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:35:41,264 - testrun_4a235016 - [INFO] - [E:91| 500]: Train Loss:0.00096181, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:36:45,535 - testrun_4a235016 - [INFO] - [E:91| 600]: Train Loss:0.00096171, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:37:49,810 - testrun_4a235016 - [INFO] - [E:91| 700]: Train Loss:0.00096198, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:38:54,077 - testrun_4a235016 - [INFO] - [E:91| 800]: Train Loss:0.00096217, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:39:58,312 - testrun_4a235016 - [INFO] - [E:91| 900]: Train Loss:0.00096223, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:41:02,598 - testrun_4a235016 - [INFO] - [E:91| 1000]: Train Loss:0.00096242, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:42:06,849 - testrun_4a235016 - [INFO] - [E:91| 1100]: Train Loss:0.00096255, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:43:11,133 - testrun_4a235016 - [INFO] - [E:91| 1200]: Train Loss:0.00096264, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:44:15,387 - testrun_4a235016 - [INFO] - [E:91| 1300]: Train Loss:0.00096291, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:45:19,657 - testrun_4a235016 - [INFO] - [E:91| 1400]: Train Loss:0.00096308, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:46:23,929 - testrun_4a235016 - [INFO] - [E:91| 1500]: Train Loss:0.00096313, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:47:28,162 - testrun_4a235016 - [INFO] - [E:91| 1600]: Train Loss:0.00096321, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:48:10,188 - testrun_4a235016 - [INFO] - [Epoch:91]: Training Loss:0.0009632 + +2023-06-02 06:48:10,440 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 06:48:32,132 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 06:48:44,696 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 06:49:06,545 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 06:49:19,009 - testrun_4a235016 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.48683, Head : 0.27409, Avg : 0.38046 + +2023-06-02 06:49:19,035 - testrun_4a235016 - [INFO] - [Epoch 91]: Training Loss: 0.00096321, Valid MRR: 0.4213, + + + +2023-06-02 06:49:19,714 - testrun_4a235016 - [INFO] - [E:92| 0]: Train Loss:0.00094574, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:50:24,002 - testrun_4a235016 - [INFO] - [E:92| 100]: Train Loss:0.00096528, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:51:28,460 - testrun_4a235016 - [INFO] - [E:92| 200]: Train Loss:0.00096124, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:52:59,631 - testrun_4a235016 - [INFO] - [E:92| 300]: Train Loss:0.00096107, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:54:33,851 - testrun_4a235016 - [INFO] - [E:92| 400]: Train Loss:0.00096121, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:55:38,178 - testrun_4a235016 - [INFO] - [E:92| 500]: Train Loss:0.00096049, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:56:42,473 - testrun_4a235016 - [INFO] - [E:92| 600]: Train Loss:0.00096074, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:57:46,821 - testrun_4a235016 - [INFO] - [E:92| 700]: Train Loss:0.0009615, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:58:51,136 - testrun_4a235016 - [INFO] - [E:92| 800]: Train Loss:0.00096172, Val MRR:0.4213, testrun_4a235016 +2023-06-02 06:59:55,504 - testrun_4a235016 - [INFO] - [E:92| 900]: Train Loss:0.00096218, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:00:59,806 - testrun_4a235016 - [INFO] - [E:92| 1000]: Train Loss:0.00096228, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:02:04,130 - testrun_4a235016 - [INFO] - [E:92| 1100]: Train Loss:0.00096242, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:03:08,695 - testrun_4a235016 - [INFO] - [E:92| 1200]: Train Loss:0.00096211, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:04:13,453 - testrun_4a235016 - [INFO] - [E:92| 1300]: Train Loss:0.00096244, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:05:18,436 - testrun_4a235016 - [INFO] - [E:92| 1400]: Train Loss:0.00096247, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:06:23,348 - testrun_4a235016 - [INFO] - [E:92| 1500]: Train Loss:0.00096245, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:07:36,398 - testrun_4a235016 - [INFO] - [E:92| 1600]: Train Loss:0.00096282, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:08:52,442 - testrun_4a235016 - [INFO] - [Epoch:92]: Training Loss:0.0009626 + +2023-06-02 07:08:52,873 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 07:09:34,039 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 07:09:58,125 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 07:10:39,506 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 07:11:03,118 - testrun_4a235016 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.49285, Head : 0.30296, Avg : 0.3979 + +2023-06-02 07:11:03,144 - testrun_4a235016 - [INFO] - [Epoch 92]: Training Loss: 0.00096259, Valid MRR: 0.4213, + + + +2023-06-02 07:11:04,361 - testrun_4a235016 - [INFO] - [E:93| 0]: Train Loss:0.00093425, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:13:01,402 - testrun_4a235016 - [INFO] - [E:93| 100]: Train Loss:0.00095923, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:14:58,289 - testrun_4a235016 - [INFO] - [E:93| 200]: Train Loss:0.00096026, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:16:54,633 - testrun_4a235016 - [INFO] - [E:93| 300]: Train Loss:0.00096014, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:18:51,527 - testrun_4a235016 - [INFO] - [E:93| 400]: Train Loss:0.000961, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:20:48,029 - testrun_4a235016 - [INFO] - [E:93| 500]: Train Loss:0.00096186, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:22:44,613 - testrun_4a235016 - [INFO] - [E:93| 600]: Train Loss:0.00096297, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:24:41,217 - testrun_4a235016 - [INFO] - [E:93| 700]: Train Loss:0.00096317, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:26:37,720 - testrun_4a235016 - [INFO] - [E:93| 800]: Train Loss:0.0009628, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:28:34,337 - testrun_4a235016 - [INFO] - [E:93| 900]: Train Loss:0.00096266, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:30:30,856 - testrun_4a235016 - [INFO] - [E:93| 1000]: Train Loss:0.00096252, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:32:27,542 - testrun_4a235016 - [INFO] - [E:93| 1100]: Train Loss:0.00096247, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:34:23,821 - testrun_4a235016 - [INFO] - [E:93| 1200]: Train Loss:0.00096223, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:36:20,376 - testrun_4a235016 - [INFO] - [E:93| 1300]: Train Loss:0.00096209, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:38:16,973 - testrun_4a235016 - [INFO] - [E:93| 1400]: Train Loss:0.00096226, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:40:13,740 - testrun_4a235016 - [INFO] - [E:93| 1500]: Train Loss:0.00096206, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:42:10,329 - testrun_4a235016 - [INFO] - [E:93| 1600]: Train Loss:0.00096231, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:43:26,315 - testrun_4a235016 - [INFO] - [Epoch:93]: Training Loss:0.0009622 + +2023-06-02 07:43:26,845 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 07:44:08,149 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 07:44:32,158 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 07:45:13,625 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 07:45:37,261 - testrun_4a235016 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.49166, Head : 0.32881, Avg : 0.41023 + +2023-06-02 07:45:37,295 - testrun_4a235016 - [INFO] - [Epoch 93]: Training Loss: 0.00096225, Valid MRR: 0.4213, + + + +2023-06-02 07:45:38,533 - testrun_4a235016 - [INFO] - [E:94| 0]: Train Loss:0.00098003, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:47:35,300 - testrun_4a235016 - [INFO] - [E:94| 100]: Train Loss:0.00095967, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:49:32,090 - testrun_4a235016 - [INFO] - [E:94| 200]: Train Loss:0.00095896, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:51:28,469 - testrun_4a235016 - [INFO] - [E:94| 300]: Train Loss:0.00096083, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:53:24,811 - testrun_4a235016 - [INFO] - [E:94| 400]: Train Loss:0.00096177, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:55:21,286 - testrun_4a235016 - [INFO] - [E:94| 500]: Train Loss:0.00096179, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:57:17,911 - testrun_4a235016 - [INFO] - [E:94| 600]: Train Loss:0.00096121, Val MRR:0.4213, testrun_4a235016 +2023-06-02 07:59:14,554 - testrun_4a235016 - [INFO] - [E:94| 700]: Train Loss:0.00096161, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:01:11,066 - testrun_4a235016 - [INFO] - [E:94| 800]: Train Loss:0.00096188, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:03:07,729 - testrun_4a235016 - [INFO] - [E:94| 900]: Train Loss:0.00096164, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:05:04,286 - testrun_4a235016 - [INFO] - [E:94| 1000]: Train Loss:0.00096164, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:07:00,686 - testrun_4a235016 - [INFO] - [E:94| 1100]: Train Loss:0.00096101, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:08:57,134 - testrun_4a235016 - [INFO] - [E:94| 1200]: Train Loss:0.00096107, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:10:53,730 - testrun_4a235016 - [INFO] - [E:94| 1300]: Train Loss:0.00096122, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:12:50,377 - testrun_4a235016 - [INFO] - [E:94| 1400]: Train Loss:0.00096113, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:14:46,862 - testrun_4a235016 - [INFO] - [E:94| 1500]: Train Loss:0.00096131, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:16:43,291 - testrun_4a235016 - [INFO] - [E:94| 1600]: Train Loss:0.00096139, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:17:59,453 - testrun_4a235016 - [INFO] - [Epoch:94]: Training Loss:0.0009614 + +2023-06-02 08:17:59,806 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 08:18:41,073 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 08:19:04,948 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 08:19:46,489 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 08:20:10,056 - testrun_4a235016 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.49033, Head : 0.29706, Avg : 0.39369 + +2023-06-02 08:20:10,082 - testrun_4a235016 - [INFO] - [Epoch 94]: Training Loss: 0.00096141, Valid MRR: 0.4213, + + + +2023-06-02 08:20:11,300 - testrun_4a235016 - [INFO] - [E:95| 0]: Train Loss:0.00093726, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:22:07,809 - testrun_4a235016 - [INFO] - [E:95| 100]: Train Loss:0.00096058, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:24:04,354 - testrun_4a235016 - [INFO] - [E:95| 200]: Train Loss:0.00095973, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:26:01,041 - testrun_4a235016 - [INFO] - [E:95| 300]: Train Loss:0.00095951, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:27:57,771 - testrun_4a235016 - [INFO] - [E:95| 400]: Train Loss:0.00095882, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:29:54,259 - testrun_4a235016 - [INFO] - [E:95| 500]: Train Loss:0.00095937, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:31:50,973 - testrun_4a235016 - [INFO] - [E:95| 600]: Train Loss:0.00095996, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:33:47,319 - testrun_4a235016 - [INFO] - [E:95| 700]: Train Loss:0.00096035, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:35:43,843 - testrun_4a235016 - [INFO] - [E:95| 800]: Train Loss:0.00096028, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:37:40,364 - testrun_4a235016 - [INFO] - [E:95| 900]: Train Loss:0.00096005, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:39:36,852 - testrun_4a235016 - [INFO] - [E:95| 1000]: Train Loss:0.00096051, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:41:33,301 - testrun_4a235016 - [INFO] - [E:95| 1100]: Train Loss:0.00096033, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:43:29,967 - testrun_4a235016 - [INFO] - [E:95| 1200]: Train Loss:0.00096058, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:45:26,553 - testrun_4a235016 - [INFO] - [E:95| 1300]: Train Loss:0.00096061, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:47:23,317 - testrun_4a235016 - [INFO] - [E:95| 1400]: Train Loss:0.00096051, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:49:19,907 - testrun_4a235016 - [INFO] - [E:95| 1500]: Train Loss:0.00096077, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:51:16,753 - testrun_4a235016 - [INFO] - [E:95| 1600]: Train Loss:0.00096077, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:52:32,939 - testrun_4a235016 - [INFO] - [Epoch:95]: Training Loss:0.0009608 + +2023-06-02 08:52:33,314 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 08:53:14,531 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 08:53:38,545 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 08:54:19,981 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 08:54:43,665 - testrun_4a235016 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.48991, Head : 0.30761, Avg : 0.39876 + +2023-06-02 08:54:43,691 - testrun_4a235016 - [INFO] - [Epoch 95]: Training Loss: 0.00096081, Valid MRR: 0.4213, + + + +2023-06-02 08:54:44,904 - testrun_4a235016 - [INFO] - [E:96| 0]: Train Loss:0.00097684, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:56:41,267 - testrun_4a235016 - [INFO] - [E:96| 100]: Train Loss:0.00095954, Val MRR:0.4213, testrun_4a235016 +2023-06-02 08:58:37,952 - testrun_4a235016 - [INFO] - [E:96| 200]: Train Loss:0.0009586, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:00:34,393 - testrun_4a235016 - [INFO] - [E:96| 300]: Train Loss:0.00095924, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:02:31,215 - testrun_4a235016 - [INFO] - [E:96| 400]: Train Loss:0.00095854, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:04:28,091 - testrun_4a235016 - [INFO] - [E:96| 500]: Train Loss:0.00095939, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:06:23,274 - testrun_4a235016 - [INFO] - [E:96| 600]: Train Loss:0.0009595, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:07:52,286 - testrun_4a235016 - [INFO] - [E:96| 700]: Train Loss:0.00096011, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:09:25,237 - testrun_4a235016 - [INFO] - [E:96| 800]: Train Loss:0.00096012, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:10:58,522 - testrun_4a235016 - [INFO] - [E:96| 900]: Train Loss:0.00096058, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:12:31,739 - testrun_4a235016 - [INFO] - [E:96| 1000]: Train Loss:0.00096108, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:14:04,573 - testrun_4a235016 - [INFO] - [E:96| 1100]: Train Loss:0.0009607, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:15:38,011 - testrun_4a235016 - [INFO] - [E:96| 1200]: Train Loss:0.00096073, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:17:11,809 - testrun_4a235016 - [INFO] - [E:96| 1300]: Train Loss:0.00096055, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:18:44,977 - testrun_4a235016 - [INFO] - [E:96| 1400]: Train Loss:0.00096044, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:20:30,446 - testrun_4a235016 - [INFO] - [E:96| 1500]: Train Loss:0.00096071, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:22:27,397 - testrun_4a235016 - [INFO] - [E:96| 1600]: Train Loss:0.0009607, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:23:43,824 - testrun_4a235016 - [INFO] - [Epoch:96]: Training Loss:0.0009609 + +2023-06-02 09:23:44,192 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 09:24:25,570 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 09:24:49,391 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 09:25:30,931 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 09:25:54,568 - testrun_4a235016 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.49022, Head : 0.29596, Avg : 0.39309 + +2023-06-02 09:25:54,594 - testrun_4a235016 - [INFO] - [Epoch 96]: Training Loss: 0.00096093, Valid MRR: 0.4213, + + + +2023-06-02 09:25:55,853 - testrun_4a235016 - [INFO] - [E:97| 0]: Train Loss:0.00093292, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:27:52,611 - testrun_4a235016 - [INFO] - [E:97| 100]: Train Loss:0.00096217, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:29:49,016 - testrun_4a235016 - [INFO] - [E:97| 200]: Train Loss:0.00095936, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:31:45,665 - testrun_4a235016 - [INFO] - [E:97| 300]: Train Loss:0.00095855, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:33:42,412 - testrun_4a235016 - [INFO] - [E:97| 400]: Train Loss:0.00095892, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:35:39,091 - testrun_4a235016 - [INFO] - [E:97| 500]: Train Loss:0.00095844, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:37:35,680 - testrun_4a235016 - [INFO] - [E:97| 600]: Train Loss:0.00095833, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:39:32,442 - testrun_4a235016 - [INFO] - [E:97| 700]: Train Loss:0.0009585, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:41:29,039 - testrun_4a235016 - [INFO] - [E:97| 800]: Train Loss:0.00095801, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:43:26,057 - testrun_4a235016 - [INFO] - [E:97| 900]: Train Loss:0.00095867, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:45:22,711 - testrun_4a235016 - [INFO] - [E:97| 1000]: Train Loss:0.00095868, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:47:19,099 - testrun_4a235016 - [INFO] - [E:97| 1100]: Train Loss:0.00095884, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:49:15,549 - testrun_4a235016 - [INFO] - [E:97| 1200]: Train Loss:0.00095905, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:51:12,450 - testrun_4a235016 - [INFO] - [E:97| 1300]: Train Loss:0.00095953, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:53:08,858 - testrun_4a235016 - [INFO] - [E:97| 1400]: Train Loss:0.00095943, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:55:05,670 - testrun_4a235016 - [INFO] - [E:97| 1500]: Train Loss:0.00095981, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:57:02,319 - testrun_4a235016 - [INFO] - [E:97| 1600]: Train Loss:0.00095977, Val MRR:0.4213, testrun_4a235016 +2023-06-02 09:58:18,534 - testrun_4a235016 - [INFO] - [Epoch:97]: Training Loss:0.0009598 + +2023-06-02 09:58:18,990 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 09:59:00,378 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 09:59:24,432 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 10:00:06,100 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 10:00:29,762 - testrun_4a235016 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.4903, Head : 0.35128, Avg : 0.42079 + +2023-06-02 10:00:29,787 - testrun_4a235016 - [INFO] - [Epoch 97]: Training Loss: 0.00095984, Valid MRR: 0.4213, + + + +2023-06-02 10:00:31,000 - testrun_4a235016 - [INFO] - [E:98| 0]: Train Loss:0.0009397, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:02:27,433 - testrun_4a235016 - [INFO] - [E:98| 100]: Train Loss:0.00095535, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:04:24,040 - testrun_4a235016 - [INFO] - [E:98| 200]: Train Loss:0.00095741, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:06:20,711 - testrun_4a235016 - [INFO] - [E:98| 300]: Train Loss:0.00095739, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:08:17,333 - testrun_4a235016 - [INFO] - [E:98| 400]: Train Loss:0.00095798, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:10:13,978 - testrun_4a235016 - [INFO] - [E:98| 500]: Train Loss:0.0009585, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:12:10,478 - testrun_4a235016 - [INFO] - [E:98| 600]: Train Loss:0.00095906, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:14:06,853 - testrun_4a235016 - [INFO] - [E:98| 700]: Train Loss:0.00095899, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:16:03,679 - testrun_4a235016 - [INFO] - [E:98| 800]: Train Loss:0.00095912, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:18:00,358 - testrun_4a235016 - [INFO] - [E:98| 900]: Train Loss:0.00095942, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:19:56,829 - testrun_4a235016 - [INFO] - [E:98| 1000]: Train Loss:0.00095933, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:21:53,041 - testrun_4a235016 - [INFO] - [E:98| 1100]: Train Loss:0.00095912, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:23:49,829 - testrun_4a235016 - [INFO] - [E:98| 1200]: Train Loss:0.00095915, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:25:46,560 - testrun_4a235016 - [INFO] - [E:98| 1300]: Train Loss:0.00095909, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:27:43,255 - testrun_4a235016 - [INFO] - [E:98| 1400]: Train Loss:0.00095918, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:29:39,970 - testrun_4a235016 - [INFO] - [E:98| 1500]: Train Loss:0.00095935, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:31:36,941 - testrun_4a235016 - [INFO] - [E:98| 1600]: Train Loss:0.00095943, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:32:53,214 - testrun_4a235016 - [INFO] - [Epoch:98]: Training Loss:0.0009595 + +2023-06-02 10:32:53,584 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 10:33:34,986 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 10:33:59,017 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 10:34:40,705 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 10:35:04,394 - testrun_4a235016 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.50093, Head : 0.32681, Avg : 0.41387 + +2023-06-02 10:35:04,424 - testrun_4a235016 - [INFO] - [Epoch 98]: Training Loss: 0.00095953, Valid MRR: 0.4213, + + + +2023-06-02 10:35:05,658 - testrun_4a235016 - [INFO] - [E:99| 0]: Train Loss:0.0010158, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:37:02,537 - testrun_4a235016 - [INFO] - [E:99| 100]: Train Loss:0.00095447, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:38:59,244 - testrun_4a235016 - [INFO] - [E:99| 200]: Train Loss:0.00095449, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:40:55,690 - testrun_4a235016 - [INFO] - [E:99| 300]: Train Loss:0.00095609, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:42:52,465 - testrun_4a235016 - [INFO] - [E:99| 400]: Train Loss:0.00095649, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:44:49,170 - testrun_4a235016 - [INFO] - [E:99| 500]: Train Loss:0.00095747, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:46:45,952 - testrun_4a235016 - [INFO] - [E:99| 600]: Train Loss:0.0009577, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:48:42,461 - testrun_4a235016 - [INFO] - [E:99| 700]: Train Loss:0.00095801, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:50:39,275 - testrun_4a235016 - [INFO] - [E:99| 800]: Train Loss:0.00095819, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:52:36,248 - testrun_4a235016 - [INFO] - [E:99| 900]: Train Loss:0.00095873, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:54:32,742 - testrun_4a235016 - [INFO] - [E:99| 1000]: Train Loss:0.00095904, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:56:29,336 - testrun_4a235016 - [INFO] - [E:99| 1100]: Train Loss:0.0009591, Val MRR:0.4213, testrun_4a235016 +2023-06-02 10:58:26,025 - testrun_4a235016 - [INFO] - [E:99| 1200]: Train Loss:0.00095909, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:00:22,692 - testrun_4a235016 - [INFO] - [E:99| 1300]: Train Loss:0.00095909, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:02:19,428 - testrun_4a235016 - [INFO] - [E:99| 1400]: Train Loss:0.00095914, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:04:16,001 - testrun_4a235016 - [INFO] - [E:99| 1500]: Train Loss:0.00095913, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:06:12,728 - testrun_4a235016 - [INFO] - [E:99| 1600]: Train Loss:0.0009593, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:07:28,818 - testrun_4a235016 - [INFO] - [Epoch:99]: Training Loss:0.0009592 + +2023-06-02 11:07:29,315 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 11:08:10,671 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 11:08:34,456 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 11:09:15,804 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 11:09:39,487 - testrun_4a235016 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.48792, Head : 0.27964, Avg : 0.38378 + MR: Tail : 891.25, Head : 876.96, Avg : 884.11 + Hit-1: Tail : 0.40637, Head : 0.17305, Avg : 0.28971 + Hit-3: Tail : 0.53296, Head : 0.32136, Avg : 0.42716 + Hit-10: Tail : 0.64613, Head : 0.49589, Avg : 0.57101 +2023-06-02 11:09:39,515 - testrun_4a235016 - [INFO] - [Epoch 99]: Training Loss: 0.00095921, Valid MRR: 0.4213, + + + +2023-06-02 11:09:40,721 - testrun_4a235016 - [INFO] - [E:100| 0]: Train Loss:0.00094906, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:11:37,459 - testrun_4a235016 - [INFO] - [E:100| 100]: Train Loss:0.00095787, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:13:33,911 - testrun_4a235016 - [INFO] - [E:100| 200]: Train Loss:0.00095559, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:15:30,554 - testrun_4a235016 - [INFO] - [E:100| 300]: Train Loss:0.0009562, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:17:27,096 - testrun_4a235016 - [INFO] - [E:100| 400]: Train Loss:0.00095599, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:19:12,303 - testrun_4a235016 - [INFO] - [E:100| 500]: Train Loss:0.00095664, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:20:45,227 - testrun_4a235016 - [INFO] - [E:100| 600]: Train Loss:0.00095671, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:22:18,660 - testrun_4a235016 - [INFO] - [E:100| 700]: Train Loss:0.00095732, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:23:51,658 - testrun_4a235016 - [INFO] - [E:100| 800]: Train Loss:0.00095853, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:25:24,759 - testrun_4a235016 - [INFO] - [E:100| 900]: Train Loss:0.00095842, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:26:57,818 - testrun_4a235016 - [INFO] - [E:100| 1000]: Train Loss:0.00095875, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:28:31,049 - testrun_4a235016 - [INFO] - [E:100| 1100]: Train Loss:0.00095887, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:30:03,991 - testrun_4a235016 - [INFO] - [E:100| 1200]: Train Loss:0.00095892, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:31:39,786 - testrun_4a235016 - [INFO] - [E:100| 1300]: Train Loss:0.00095879, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:33:36,327 - testrun_4a235016 - [INFO] - [E:100| 1400]: Train Loss:0.00095851, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:35:33,269 - testrun_4a235016 - [INFO] - [E:100| 1500]: Train Loss:0.00095853, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:37:30,399 - testrun_4a235016 - [INFO] - [E:100| 1600]: Train Loss:0.00095891, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:38:46,672 - testrun_4a235016 - [INFO] - [Epoch:100]: Training Loss:0.0009589 + +2023-06-02 11:38:47,227 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 11:39:28,503 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 11:39:52,440 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 11:40:34,050 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 11:40:57,489 - testrun_4a235016 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.48129, Head : 0.31312, Avg : 0.3972 + +2023-06-02 11:40:57,515 - testrun_4a235016 - [INFO] - [Epoch 100]: Training Loss: 0.00095889, Valid MRR: 0.4213, + + + +2023-06-02 11:40:58,729 - testrun_4a235016 - [INFO] - [E:101| 0]: Train Loss:0.00093357, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:42:55,328 - testrun_4a235016 - [INFO] - [E:101| 100]: Train Loss:0.00095797, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:44:51,739 - testrun_4a235016 - [INFO] - [E:101| 200]: Train Loss:0.0009575, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:46:48,284 - testrun_4a235016 - [INFO] - [E:101| 300]: Train Loss:0.00095821, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:48:44,829 - testrun_4a235016 - [INFO] - [E:101| 400]: Train Loss:0.00095675, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:50:41,472 - testrun_4a235016 - [INFO] - [E:101| 500]: Train Loss:0.00095677, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:52:37,986 - testrun_4a235016 - [INFO] - [E:101| 600]: Train Loss:0.00095705, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:54:34,794 - testrun_4a235016 - [INFO] - [E:101| 700]: Train Loss:0.00095702, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:56:31,515 - testrun_4a235016 - [INFO] - [E:101| 800]: Train Loss:0.00095714, Val MRR:0.4213, testrun_4a235016 +2023-06-02 11:58:27,906 - testrun_4a235016 - [INFO] - [E:101| 900]: Train Loss:0.00095711, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:00:24,182 - testrun_4a235016 - [INFO] - [E:101| 1000]: Train Loss:0.00095752, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:02:20,649 - testrun_4a235016 - [INFO] - [E:101| 1100]: Train Loss:0.00095762, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:04:17,412 - testrun_4a235016 - [INFO] - [E:101| 1200]: Train Loss:0.00095771, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:06:14,138 - testrun_4a235016 - [INFO] - [E:101| 1300]: Train Loss:0.00095778, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:08:10,745 - testrun_4a235016 - [INFO] - [E:101| 1400]: Train Loss:0.00095761, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:10:07,449 - testrun_4a235016 - [INFO] - [E:101| 1500]: Train Loss:0.00095765, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:12:03,936 - testrun_4a235016 - [INFO] - [E:101| 1600]: Train Loss:0.00095775, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:13:20,246 - testrun_4a235016 - [INFO] - [Epoch:101]: Training Loss:0.0009578 + +2023-06-02 12:13:20,604 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 12:14:01,987 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 12:14:25,839 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 12:15:07,261 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 12:15:30,797 - testrun_4a235016 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.48609, Head : 0.31694, Avg : 0.40152 + +2023-06-02 12:15:30,824 - testrun_4a235016 - [INFO] - [Epoch 101]: Training Loss: 0.00095785, Valid MRR: 0.4213, + + + +2023-06-02 12:15:32,022 - testrun_4a235016 - [INFO] - [E:102| 0]: Train Loss:0.00093765, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:17:28,704 - testrun_4a235016 - [INFO] - [E:102| 100]: Train Loss:0.00095571, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:19:25,216 - testrun_4a235016 - [INFO] - [E:102| 200]: Train Loss:0.00095704, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:21:21,678 - testrun_4a235016 - [INFO] - [E:102| 300]: Train Loss:0.00095686, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:23:18,277 - testrun_4a235016 - [INFO] - [E:102| 400]: Train Loss:0.00095666, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:25:14,932 - testrun_4a235016 - [INFO] - [E:102| 500]: Train Loss:0.00095649, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:27:11,517 - testrun_4a235016 - [INFO] - [E:102| 600]: Train Loss:0.00095684, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:29:08,061 - testrun_4a235016 - [INFO] - [E:102| 700]: Train Loss:0.00095651, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:31:04,773 - testrun_4a235016 - [INFO] - [E:102| 800]: Train Loss:0.00095702, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:33:01,663 - testrun_4a235016 - [INFO] - [E:102| 900]: Train Loss:0.00095733, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:34:58,795 - testrun_4a235016 - [INFO] - [E:102| 1000]: Train Loss:0.00095718, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:36:55,852 - testrun_4a235016 - [INFO] - [E:102| 1100]: Train Loss:0.00095772, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:38:53,190 - testrun_4a235016 - [INFO] - [E:102| 1200]: Train Loss:0.00095769, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:40:50,423 - testrun_4a235016 - [INFO] - [E:102| 1300]: Train Loss:0.00095794, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:42:47,789 - testrun_4a235016 - [INFO] - [E:102| 1400]: Train Loss:0.00095799, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:44:44,981 - testrun_4a235016 - [INFO] - [E:102| 1500]: Train Loss:0.00095791, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:46:42,168 - testrun_4a235016 - [INFO] - [E:102| 1600]: Train Loss:0.00095803, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:47:58,810 - testrun_4a235016 - [INFO] - [Epoch:102]: Training Loss:0.000958 + +2023-06-02 12:47:59,197 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 12:48:40,750 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 12:49:04,873 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 12:49:46,607 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 12:50:10,432 - testrun_4a235016 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.49221, Head : 0.29368, Avg : 0.39294 + +2023-06-02 12:50:10,458 - testrun_4a235016 - [INFO] - [Epoch 102]: Training Loss: 0.00095795, Valid MRR: 0.4213, + + + +2023-06-02 12:50:11,669 - testrun_4a235016 - [INFO] - [E:103| 0]: Train Loss:0.00095966, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:52:09,168 - testrun_4a235016 - [INFO] - [E:103| 100]: Train Loss:0.0009576, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:54:06,254 - testrun_4a235016 - [INFO] - [E:103| 200]: Train Loss:0.0009564, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:56:03,386 - testrun_4a235016 - [INFO] - [E:103| 300]: Train Loss:0.00095681, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:58:00,831 - testrun_4a235016 - [INFO] - [E:103| 400]: Train Loss:0.00095673, Val MRR:0.4213, testrun_4a235016 +2023-06-02 12:59:58,090 - testrun_4a235016 - [INFO] - [E:103| 500]: Train Loss:0.00095588, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:01:55,210 - testrun_4a235016 - [INFO] - [E:103| 600]: Train Loss:0.00095546, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:03:52,401 - testrun_4a235016 - [INFO] - [E:103| 700]: Train Loss:0.00095551, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:05:49,751 - testrun_4a235016 - [INFO] - [E:103| 800]: Train Loss:0.00095553, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:07:46,934 - testrun_4a235016 - [INFO] - [E:103| 900]: Train Loss:0.00095602, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:09:44,339 - testrun_4a235016 - [INFO] - [E:103| 1000]: Train Loss:0.00095643, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:11:41,503 - testrun_4a235016 - [INFO] - [E:103| 1100]: Train Loss:0.00095642, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:13:38,426 - testrun_4a235016 - [INFO] - [E:103| 1200]: Train Loss:0.00095683, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:15:35,524 - testrun_4a235016 - [INFO] - [E:103| 1300]: Train Loss:0.00095675, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:17:32,942 - testrun_4a235016 - [INFO] - [E:103| 1400]: Train Loss:0.00095666, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:19:30,147 - testrun_4a235016 - [INFO] - [E:103| 1500]: Train Loss:0.00095688, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:21:27,310 - testrun_4a235016 - [INFO] - [E:103| 1600]: Train Loss:0.00095707, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:22:43,818 - testrun_4a235016 - [INFO] - [Epoch:103]: Training Loss:0.0009569 + +2023-06-02 13:22:44,258 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 13:23:25,847 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 13:23:49,811 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 13:24:31,348 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 13:24:55,095 - testrun_4a235016 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.48843, Head : 0.2759, Avg : 0.38216 + +2023-06-02 13:24:55,121 - testrun_4a235016 - [INFO] - [Epoch 103]: Training Loss: 0.0009569, Valid MRR: 0.4213, + + + +2023-06-02 13:24:56,335 - testrun_4a235016 - [INFO] - [E:104| 0]: Train Loss:0.0009686, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:26:53,603 - testrun_4a235016 - [INFO] - [E:104| 100]: Train Loss:0.00095822, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:28:50,788 - testrun_4a235016 - [INFO] - [E:104| 200]: Train Loss:0.00095696, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:30:37,737 - testrun_4a235016 - [INFO] - [E:104| 300]: Train Loss:0.00095567, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:32:10,549 - testrun_4a235016 - [INFO] - [E:104| 400]: Train Loss:0.0009557, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:33:43,399 - testrun_4a235016 - [INFO] - [E:104| 500]: Train Loss:0.00095585, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:35:16,233 - testrun_4a235016 - [INFO] - [E:104| 600]: Train Loss:0.00095575, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:36:49,051 - testrun_4a235016 - [INFO] - [E:104| 700]: Train Loss:0.00095573, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:38:21,890 - testrun_4a235016 - [INFO] - [E:104| 800]: Train Loss:0.00095569, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:39:55,316 - testrun_4a235016 - [INFO] - [E:104| 900]: Train Loss:0.00095608, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:41:28,494 - testrun_4a235016 - [INFO] - [E:104| 1000]: Train Loss:0.00095624, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:43:02,808 - testrun_4a235016 - [INFO] - [E:104| 1100]: Train Loss:0.00095641, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:44:59,192 - testrun_4a235016 - [INFO] - [E:104| 1200]: Train Loss:0.00095638, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:46:55,893 - testrun_4a235016 - [INFO] - [E:104| 1300]: Train Loss:0.00095654, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:48:52,585 - testrun_4a235016 - [INFO] - [E:104| 1400]: Train Loss:0.0009565, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:50:48,828 - testrun_4a235016 - [INFO] - [E:104| 1500]: Train Loss:0.00095691, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:52:45,328 - testrun_4a235016 - [INFO] - [E:104| 1600]: Train Loss:0.00095667, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:54:01,393 - testrun_4a235016 - [INFO] - [Epoch:104]: Training Loss:0.0009567 + +2023-06-02 13:54:01,939 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 13:54:43,148 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 13:55:07,118 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 13:55:48,563 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 13:56:12,018 - testrun_4a235016 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.47641, Head : 0.29613, Avg : 0.38627 + +2023-06-02 13:56:12,044 - testrun_4a235016 - [INFO] - [Epoch 104]: Training Loss: 0.00095667, Valid MRR: 0.4213, + + + +2023-06-02 13:56:13,262 - testrun_4a235016 - [INFO] - [E:105| 0]: Train Loss:0.00093756, Val MRR:0.4213, testrun_4a235016 +2023-06-02 13:58:09,791 - testrun_4a235016 - [INFO] - [E:105| 100]: Train Loss:0.00095687, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:00:06,489 - testrun_4a235016 - [INFO] - [E:105| 200]: Train Loss:0.00095529, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:02:03,079 - testrun_4a235016 - [INFO] - [E:105| 300]: Train Loss:0.00095643, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:03:59,491 - testrun_4a235016 - [INFO] - [E:105| 400]: Train Loss:0.00095553, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:05:55,961 - testrun_4a235016 - [INFO] - [E:105| 500]: Train Loss:0.00095548, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:07:52,561 - testrun_4a235016 - [INFO] - [E:105| 600]: Train Loss:0.00095566, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:09:49,175 - testrun_4a235016 - [INFO] - [E:105| 700]: Train Loss:0.00095567, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:11:45,737 - testrun_4a235016 - [INFO] - [E:105| 800]: Train Loss:0.00095567, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:13:41,819 - testrun_4a235016 - [INFO] - [E:105| 900]: Train Loss:0.00095612, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:15:38,289 - testrun_4a235016 - [INFO] - [E:105| 1000]: Train Loss:0.00095637, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:17:34,523 - testrun_4a235016 - [INFO] - [E:105| 1100]: Train Loss:0.00095636, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:19:30,816 - testrun_4a235016 - [INFO] - [E:105| 1200]: Train Loss:0.00095608, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:21:27,128 - testrun_4a235016 - [INFO] - [E:105| 1300]: Train Loss:0.00095647, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:23:23,572 - testrun_4a235016 - [INFO] - [E:105| 1400]: Train Loss:0.00095634, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:25:20,036 - testrun_4a235016 - [INFO] - [E:105| 1500]: Train Loss:0.00095647, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:27:16,511 - testrun_4a235016 - [INFO] - [E:105| 1600]: Train Loss:0.00095648, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:28:32,860 - testrun_4a235016 - [INFO] - [Epoch:105]: Training Loss:0.0009566 + +2023-06-02 14:28:33,229 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 14:29:14,429 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 14:29:38,361 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 14:30:19,762 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 14:30:43,279 - testrun_4a235016 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.48564, Head : 0.27574, Avg : 0.38069 + +2023-06-02 14:30:43,304 - testrun_4a235016 - [INFO] - [Epoch 105]: Training Loss: 0.00095657, Valid MRR: 0.4213, + + + +2023-06-02 14:30:44,510 - testrun_4a235016 - [INFO] - [E:106| 0]: Train Loss:0.00097632, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:32:40,983 - testrun_4a235016 - [INFO] - [E:106| 100]: Train Loss:0.00095939, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:34:37,466 - testrun_4a235016 - [INFO] - [E:106| 200]: Train Loss:0.00095799, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:36:33,776 - testrun_4a235016 - [INFO] - [E:106| 300]: Train Loss:0.00095718, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:38:29,913 - testrun_4a235016 - [INFO] - [E:106| 400]: Train Loss:0.00095613, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:40:26,226 - testrun_4a235016 - [INFO] - [E:106| 500]: Train Loss:0.00095549, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:42:22,536 - testrun_4a235016 - [INFO] - [E:106| 600]: Train Loss:0.00095677, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:44:18,566 - testrun_4a235016 - [INFO] - [E:106| 700]: Train Loss:0.00095662, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:46:14,509 - testrun_4a235016 - [INFO] - [E:106| 800]: Train Loss:0.00095634, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:48:10,707 - testrun_4a235016 - [INFO] - [E:106| 900]: Train Loss:0.00095637, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:50:06,909 - testrun_4a235016 - [INFO] - [E:106| 1000]: Train Loss:0.00095609, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:52:03,412 - testrun_4a235016 - [INFO] - [E:106| 1100]: Train Loss:0.00095601, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:53:59,533 - testrun_4a235016 - [INFO] - [E:106| 1200]: Train Loss:0.00095589, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:55:55,897 - testrun_4a235016 - [INFO] - [E:106| 1300]: Train Loss:0.00095574, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:57:52,205 - testrun_4a235016 - [INFO] - [E:106| 1400]: Train Loss:0.00095609, Val MRR:0.4213, testrun_4a235016 +2023-06-02 14:59:48,389 - testrun_4a235016 - [INFO] - [E:106| 1500]: Train Loss:0.00095652, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:01:44,879 - testrun_4a235016 - [INFO] - [E:106| 1600]: Train Loss:0.00095661, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:03:01,025 - testrun_4a235016 - [INFO] - [Epoch:106]: Training Loss:0.0009567 + +2023-06-02 15:03:01,429 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 15:03:42,805 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 15:04:06,591 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 15:04:48,066 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 15:05:11,722 - testrun_4a235016 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.48692, Head : 0.30515, Avg : 0.39604 + +2023-06-02 15:05:11,749 - testrun_4a235016 - [INFO] - [Epoch 106]: Training Loss: 0.00095669, Valid MRR: 0.4213, + + + +2023-06-02 15:05:12,949 - testrun_4a235016 - [INFO] - [E:107| 0]: Train Loss:0.0009213, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:07:09,387 - testrun_4a235016 - [INFO] - [E:107| 100]: Train Loss:0.00095262, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:09:06,133 - testrun_4a235016 - [INFO] - [E:107| 200]: Train Loss:0.00095343, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:11:02,235 - testrun_4a235016 - [INFO] - [E:107| 300]: Train Loss:0.00095429, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:12:58,728 - testrun_4a235016 - [INFO] - [E:107| 400]: Train Loss:0.00095441, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:14:54,967 - testrun_4a235016 - [INFO] - [E:107| 500]: Train Loss:0.0009557, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:16:51,410 - testrun_4a235016 - [INFO] - [E:107| 600]: Train Loss:0.00095568, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:18:48,010 - testrun_4a235016 - [INFO] - [E:107| 700]: Train Loss:0.00095518, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:20:44,181 - testrun_4a235016 - [INFO] - [E:107| 800]: Train Loss:0.00095556, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:22:40,472 - testrun_4a235016 - [INFO] - [E:107| 900]: Train Loss:0.00095571, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:24:36,909 - testrun_4a235016 - [INFO] - [E:107| 1000]: Train Loss:0.00095602, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:26:33,444 - testrun_4a235016 - [INFO] - [E:107| 1100]: Train Loss:0.000956, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:28:29,892 - testrun_4a235016 - [INFO] - [E:107| 1200]: Train Loss:0.00095583, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:30:26,193 - testrun_4a235016 - [INFO] - [E:107| 1300]: Train Loss:0.0009559, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:32:22,470 - testrun_4a235016 - [INFO] - [E:107| 1400]: Train Loss:0.00095565, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:34:19,004 - testrun_4a235016 - [INFO] - [E:107| 1500]: Train Loss:0.00095589, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:36:15,610 - testrun_4a235016 - [INFO] - [E:107| 1600]: Train Loss:0.00095592, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:37:31,678 - testrun_4a235016 - [INFO] - [Epoch:107]: Training Loss:0.000956 + +2023-06-02 15:37:32,192 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 15:38:13,221 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 15:38:37,122 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 15:39:18,570 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 15:39:42,135 - testrun_4a235016 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.48674, Head : 0.34116, Avg : 0.41395 + +2023-06-02 15:39:42,161 - testrun_4a235016 - [INFO] - [Epoch 107]: Training Loss: 0.00095596, Valid MRR: 0.4213, + + + +2023-06-02 15:39:43,362 - testrun_4a235016 - [INFO] - [E:108| 0]: Train Loss:0.0010314, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:41:39,763 - testrun_4a235016 - [INFO] - [E:108| 100]: Train Loss:0.00095272, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:43:16,872 - testrun_4a235016 - [INFO] - [E:108| 200]: Train Loss:0.00095359, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:44:49,911 - testrun_4a235016 - [INFO] - [E:108| 300]: Train Loss:0.00095479, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:46:23,085 - testrun_4a235016 - [INFO] - [E:108| 400]: Train Loss:0.00095496, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:47:55,974 - testrun_4a235016 - [INFO] - [E:108| 500]: Train Loss:0.00095527, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:49:28,768 - testrun_4a235016 - [INFO] - [E:108| 600]: Train Loss:0.0009544, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:51:01,786 - testrun_4a235016 - [INFO] - [E:108| 700]: Train Loss:0.00095463, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:52:34,525 - testrun_4a235016 - [INFO] - [E:108| 800]: Train Loss:0.00095441, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:54:07,443 - testrun_4a235016 - [INFO] - [E:108| 900]: Train Loss:0.00095434, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:55:51,438 - testrun_4a235016 - [INFO] - [E:108| 1000]: Train Loss:0.00095476, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:57:47,750 - testrun_4a235016 - [INFO] - [E:108| 1100]: Train Loss:0.00095483, Val MRR:0.4213, testrun_4a235016 +2023-06-02 15:59:44,284 - testrun_4a235016 - [INFO] - [E:108| 1200]: Train Loss:0.00095459, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:01:40,745 - testrun_4a235016 - [INFO] - [E:108| 1300]: Train Loss:0.00095469, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:03:37,383 - testrun_4a235016 - [INFO] - [E:108| 1400]: Train Loss:0.00095518, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:05:34,095 - testrun_4a235016 - [INFO] - [E:108| 1500]: Train Loss:0.00095495, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:07:30,342 - testrun_4a235016 - [INFO] - [E:108| 1600]: Train Loss:0.00095479, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:08:46,451 - testrun_4a235016 - [INFO] - [Epoch:108]: Training Loss:0.000955 + +2023-06-02 16:08:46,830 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 16:09:28,226 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 16:09:52,185 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 16:10:33,650 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 16:10:57,250 - testrun_4a235016 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.47807, Head : 0.32059, Avg : 0.39933 + +2023-06-02 16:10:57,283 - testrun_4a235016 - [INFO] - [Epoch 108]: Training Loss: 0.00095503, Valid MRR: 0.4213, + + + +2023-06-02 16:10:58,525 - testrun_4a235016 - [INFO] - [E:109| 0]: Train Loss:0.00094154, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:12:54,988 - testrun_4a235016 - [INFO] - [E:109| 100]: Train Loss:0.00095017, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:14:51,536 - testrun_4a235016 - [INFO] - [E:109| 200]: Train Loss:0.00095327, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:16:47,877 - testrun_4a235016 - [INFO] - [E:109| 300]: Train Loss:0.00095369, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:18:44,297 - testrun_4a235016 - [INFO] - [E:109| 400]: Train Loss:0.0009542, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:20:40,834 - testrun_4a235016 - [INFO] - [E:109| 500]: Train Loss:0.00095423, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:22:37,232 - testrun_4a235016 - [INFO] - [E:109| 600]: Train Loss:0.00095354, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:24:33,599 - testrun_4a235016 - [INFO] - [E:109| 700]: Train Loss:0.000954, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:26:29,687 - testrun_4a235016 - [INFO] - [E:109| 800]: Train Loss:0.00095396, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:28:26,087 - testrun_4a235016 - [INFO] - [E:109| 900]: Train Loss:0.00095409, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:30:22,499 - testrun_4a235016 - [INFO] - [E:109| 1000]: Train Loss:0.00095436, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:32:18,856 - testrun_4a235016 - [INFO] - [E:109| 1100]: Train Loss:0.00095426, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:34:15,396 - testrun_4a235016 - [INFO] - [E:109| 1200]: Train Loss:0.00095459, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:36:11,882 - testrun_4a235016 - [INFO] - [E:109| 1300]: Train Loss:0.00095536, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:38:08,482 - testrun_4a235016 - [INFO] - [E:109| 1400]: Train Loss:0.00095521, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:40:04,672 - testrun_4a235016 - [INFO] - [E:109| 1500]: Train Loss:0.00095522, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:42:01,184 - testrun_4a235016 - [INFO] - [E:109| 1600]: Train Loss:0.0009553, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:43:17,170 - testrun_4a235016 - [INFO] - [Epoch:109]: Training Loss:0.0009554 + +2023-06-02 16:43:17,717 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 16:43:59,207 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 16:44:23,116 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 16:45:04,726 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 16:45:28,352 - testrun_4a235016 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.4847, Head : 0.33424, Avg : 0.40947 + MR: Tail : 919.45, Head : 923.05, Avg : 921.25 + Hit-1: Tail : 0.40019, Head : 0.23748, Avg : 0.31883 + Hit-3: Tail : 0.53424, Head : 0.38411, Avg : 0.45917 + Hit-10: Tail : 0.64232, Head : 0.5239, Avg : 0.58311 +2023-06-02 16:45:28,379 - testrun_4a235016 - [INFO] - [Epoch 109]: Training Loss: 0.00095538, Valid MRR: 0.4213, + + + +2023-06-02 16:45:29,570 - testrun_4a235016 - [INFO] - [E:110| 0]: Train Loss:0.00095956, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:47:25,881 - testrun_4a235016 - [INFO] - [E:110| 100]: Train Loss:0.00095481, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:49:22,260 - testrun_4a235016 - [INFO] - [E:110| 200]: Train Loss:0.00095345, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:51:18,618 - testrun_4a235016 - [INFO] - [E:110| 300]: Train Loss:0.00095262, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:53:15,083 - testrun_4a235016 - [INFO] - [E:110| 400]: Train Loss:0.00095225, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:55:11,475 - testrun_4a235016 - [INFO] - [E:110| 500]: Train Loss:0.00095309, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:57:07,861 - testrun_4a235016 - [INFO] - [E:110| 600]: Train Loss:0.0009536, Val MRR:0.4213, testrun_4a235016 +2023-06-02 16:59:04,232 - testrun_4a235016 - [INFO] - [E:110| 700]: Train Loss:0.00095328, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:01:00,256 - testrun_4a235016 - [INFO] - [E:110| 800]: Train Loss:0.00095377, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:02:56,835 - testrun_4a235016 - [INFO] - [E:110| 900]: Train Loss:0.00095391, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:04:53,512 - testrun_4a235016 - [INFO] - [E:110| 1000]: Train Loss:0.00095431, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:06:49,941 - testrun_4a235016 - [INFO] - [E:110| 1100]: Train Loss:0.00095438, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:08:46,493 - testrun_4a235016 - [INFO] - [E:110| 1200]: Train Loss:0.00095434, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:10:42,876 - testrun_4a235016 - [INFO] - [E:110| 1300]: Train Loss:0.00095448, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:12:39,491 - testrun_4a235016 - [INFO] - [E:110| 1400]: Train Loss:0.00095451, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:14:36,223 - testrun_4a235016 - [INFO] - [E:110| 1500]: Train Loss:0.00095456, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:16:32,817 - testrun_4a235016 - [INFO] - [E:110| 1600]: Train Loss:0.00095471, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:17:48,837 - testrun_4a235016 - [INFO] - [Epoch:110]: Training Loss:0.0009547 + +2023-06-02 17:17:49,302 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 17:18:30,412 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 17:18:54,284 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 17:19:35,709 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 17:19:59,399 - testrun_4a235016 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.4904, Head : 0.34059, Avg : 0.41549 + +2023-06-02 17:19:59,425 - testrun_4a235016 - [INFO] - [Epoch 110]: Training Loss: 0.00095465, Valid MRR: 0.4213, + + + +2023-06-02 17:20:00,623 - testrun_4a235016 - [INFO] - [E:111| 0]: Train Loss:0.00093528, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:21:56,814 - testrun_4a235016 - [INFO] - [E:111| 100]: Train Loss:0.00095455, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:23:53,241 - testrun_4a235016 - [INFO] - [E:111| 200]: Train Loss:0.00095416, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:25:49,919 - testrun_4a235016 - [INFO] - [E:111| 300]: Train Loss:0.00095395, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:27:46,490 - testrun_4a235016 - [INFO] - [E:111| 400]: Train Loss:0.00095422, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:29:43,006 - testrun_4a235016 - [INFO] - [E:111| 500]: Train Loss:0.00095342, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:31:39,398 - testrun_4a235016 - [INFO] - [E:111| 600]: Train Loss:0.00095317, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:33:35,688 - testrun_4a235016 - [INFO] - [E:111| 700]: Train Loss:0.0009535, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:35:31,984 - testrun_4a235016 - [INFO] - [E:111| 800]: Train Loss:0.00095343, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:37:28,982 - testrun_4a235016 - [INFO] - [E:111| 900]: Train Loss:0.00095349, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:39:26,192 - testrun_4a235016 - [INFO] - [E:111| 1000]: Train Loss:0.00095353, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:41:23,581 - testrun_4a235016 - [INFO] - [E:111| 1100]: Train Loss:0.0009537, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:43:20,526 - testrun_4a235016 - [INFO] - [E:111| 1200]: Train Loss:0.0009537, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:45:17,815 - testrun_4a235016 - [INFO] - [E:111| 1300]: Train Loss:0.0009539, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:47:15,060 - testrun_4a235016 - [INFO] - [E:111| 1400]: Train Loss:0.00095398, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:49:11,967 - testrun_4a235016 - [INFO] - [E:111| 1500]: Train Loss:0.00095403, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:51:09,187 - testrun_4a235016 - [INFO] - [E:111| 1600]: Train Loss:0.00095414, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:52:25,806 - testrun_4a235016 - [INFO] - [Epoch:111]: Training Loss:0.0009542 + +2023-06-02 17:52:26,212 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 17:53:07,627 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 17:53:31,984 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 17:54:07,497 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 17:54:25,289 - testrun_4a235016 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.49071, Head : 0.32919, Avg : 0.40995 + +2023-06-02 17:54:25,315 - testrun_4a235016 - [INFO] - [Epoch 111]: Training Loss: 0.00095417, Valid MRR: 0.4213, + + + +2023-06-02 17:54:26,185 - testrun_4a235016 - [INFO] - [E:112| 0]: Train Loss:0.00094297, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:55:54,658 - testrun_4a235016 - [INFO] - [E:112| 100]: Train Loss:0.00095277, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:57:27,494 - testrun_4a235016 - [INFO] - [E:112| 200]: Train Loss:0.00095405, Val MRR:0.4213, testrun_4a235016 +2023-06-02 17:59:00,334 - testrun_4a235016 - [INFO] - [E:112| 300]: Train Loss:0.00095253, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:00:33,196 - testrun_4a235016 - [INFO] - [E:112| 400]: Train Loss:0.00095189, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:02:06,024 - testrun_4a235016 - [INFO] - [E:112| 500]: Train Loss:0.00095168, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:03:38,865 - testrun_4a235016 - [INFO] - [E:112| 600]: Train Loss:0.0009521, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:05:12,167 - testrun_4a235016 - [INFO] - [E:112| 700]: Train Loss:0.00095213, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:06:45,080 - testrun_4a235016 - [INFO] - [E:112| 800]: Train Loss:0.00095314, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:08:39,296 - testrun_4a235016 - [INFO] - [E:112| 900]: Train Loss:0.0009531, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:10:35,871 - testrun_4a235016 - [INFO] - [E:112| 1000]: Train Loss:0.00095344, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:12:32,538 - testrun_4a235016 - [INFO] - [E:112| 1100]: Train Loss:0.00095346, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:14:28,953 - testrun_4a235016 - [INFO] - [E:112| 1200]: Train Loss:0.0009534, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:16:25,174 - testrun_4a235016 - [INFO] - [E:112| 1300]: Train Loss:0.00095354, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:18:21,691 - testrun_4a235016 - [INFO] - [E:112| 1400]: Train Loss:0.00095367, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:20:18,170 - testrun_4a235016 - [INFO] - [E:112| 1500]: Train Loss:0.00095375, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:22:14,747 - testrun_4a235016 - [INFO] - [E:112| 1600]: Train Loss:0.00095394, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:23:30,915 - testrun_4a235016 - [INFO] - [Epoch:112]: Training Loss:0.0009538 + +2023-06-02 18:23:31,331 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 18:24:12,426 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 18:24:36,278 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 18:25:17,795 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 18:25:41,393 - testrun_4a235016 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.50104, Head : 0.31379, Avg : 0.40741 + +2023-06-02 18:25:41,427 - testrun_4a235016 - [INFO] - [Epoch 112]: Training Loss: 0.00095384, Valid MRR: 0.4213, + + + +2023-06-02 18:25:42,669 - testrun_4a235016 - [INFO] - [E:113| 0]: Train Loss:0.00094618, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:27:39,125 - testrun_4a235016 - [INFO] - [E:113| 100]: Train Loss:0.00095, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:29:35,748 - testrun_4a235016 - [INFO] - [E:113| 200]: Train Loss:0.0009486, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:31:32,226 - testrun_4a235016 - [INFO] - [E:113| 300]: Train Loss:0.0009505, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:33:28,741 - testrun_4a235016 - [INFO] - [E:113| 400]: Train Loss:0.00095212, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:35:25,189 - testrun_4a235016 - [INFO] - [E:113| 500]: Train Loss:0.00095169, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:37:21,721 - testrun_4a235016 - [INFO] - [E:113| 600]: Train Loss:0.00095178, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:39:18,066 - testrun_4a235016 - [INFO] - [E:113| 700]: Train Loss:0.00095199, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:41:14,422 - testrun_4a235016 - [INFO] - [E:113| 800]: Train Loss:0.00095165, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:43:11,009 - testrun_4a235016 - [INFO] - [E:113| 900]: Train Loss:0.00095188, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:45:07,572 - testrun_4a235016 - [INFO] - [E:113| 1000]: Train Loss:0.00095225, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:47:04,078 - testrun_4a235016 - [INFO] - [E:113| 1100]: Train Loss:0.00095268, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:49:00,492 - testrun_4a235016 - [INFO] - [E:113| 1200]: Train Loss:0.00095305, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:50:57,015 - testrun_4a235016 - [INFO] - [E:113| 1300]: Train Loss:0.00095301, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:52:53,472 - testrun_4a235016 - [INFO] - [E:113| 1400]: Train Loss:0.00095301, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:54:50,187 - testrun_4a235016 - [INFO] - [E:113| 1500]: Train Loss:0.00095304, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:56:46,645 - testrun_4a235016 - [INFO] - [E:113| 1600]: Train Loss:0.0009532, Val MRR:0.4213, testrun_4a235016 +2023-06-02 18:58:02,486 - testrun_4a235016 - [INFO] - [Epoch:113]: Training Loss:0.0009533 + +2023-06-02 18:58:03,028 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 18:58:44,226 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 18:59:08,066 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 18:59:49,629 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 19:00:13,401 - testrun_4a235016 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.48238, Head : 0.32464, Avg : 0.40351 + +2023-06-02 19:00:13,428 - testrun_4a235016 - [INFO] - [Epoch 113]: Training Loss: 0.00095325, Valid MRR: 0.4213, + + + +2023-06-02 19:00:14,638 - testrun_4a235016 - [INFO] - [E:114| 0]: Train Loss:0.00098216, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:02:11,023 - testrun_4a235016 - [INFO] - [E:114| 100]: Train Loss:0.00095182, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:04:07,626 - testrun_4a235016 - [INFO] - [E:114| 200]: Train Loss:0.0009523, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:06:04,187 - testrun_4a235016 - [INFO] - [E:114| 300]: Train Loss:0.00095277, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:08:00,778 - testrun_4a235016 - [INFO] - [E:114| 400]: Train Loss:0.00095312, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:09:57,049 - testrun_4a235016 - [INFO] - [E:114| 500]: Train Loss:0.0009537, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:11:53,303 - testrun_4a235016 - [INFO] - [E:114| 600]: Train Loss:0.00095311, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:13:49,477 - testrun_4a235016 - [INFO] - [E:114| 700]: Train Loss:0.00095257, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:15:45,922 - testrun_4a235016 - [INFO] - [E:114| 800]: Train Loss:0.00095268, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:17:42,401 - testrun_4a235016 - [INFO] - [E:114| 900]: Train Loss:0.00095282, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:19:38,750 - testrun_4a235016 - [INFO] - [E:114| 1000]: Train Loss:0.00095284, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:21:35,198 - testrun_4a235016 - [INFO] - [E:114| 1100]: Train Loss:0.00095242, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:23:31,691 - testrun_4a235016 - [INFO] - [E:114| 1200]: Train Loss:0.00095252, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:25:27,919 - testrun_4a235016 - [INFO] - [E:114| 1300]: Train Loss:0.00095295, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:27:24,256 - testrun_4a235016 - [INFO] - [E:114| 1400]: Train Loss:0.00095293, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:29:20,596 - testrun_4a235016 - [INFO] - [E:114| 1500]: Train Loss:0.0009531, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:31:17,246 - testrun_4a235016 - [INFO] - [E:114| 1600]: Train Loss:0.00095336, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:32:33,312 - testrun_4a235016 - [INFO] - [Epoch:114]: Training Loss:0.0009535 + +2023-06-02 19:32:33,813 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 19:33:14,980 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 19:33:38,988 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 19:34:20,581 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 19:34:44,075 - testrun_4a235016 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.49071, Head : 0.26557, Avg : 0.37814 + +2023-06-02 19:34:44,101 - testrun_4a235016 - [INFO] - [Epoch 114]: Training Loss: 0.00095345, Valid MRR: 0.4213, + + + +2023-06-02 19:34:45,342 - testrun_4a235016 - [INFO] - [E:115| 0]: Train Loss:0.0009402, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:36:41,659 - testrun_4a235016 - [INFO] - [E:115| 100]: Train Loss:0.00095344, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:38:38,068 - testrun_4a235016 - [INFO] - [E:115| 200]: Train Loss:0.00095373, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:40:34,547 - testrun_4a235016 - [INFO] - [E:115| 300]: Train Loss:0.00095379, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:42:31,242 - testrun_4a235016 - [INFO] - [E:115| 400]: Train Loss:0.00095336, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:44:27,686 - testrun_4a235016 - [INFO] - [E:115| 500]: Train Loss:0.00095419, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:46:23,702 - testrun_4a235016 - [INFO] - [E:115| 600]: Train Loss:0.00095369, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:48:19,958 - testrun_4a235016 - [INFO] - [E:115| 700]: Train Loss:0.0009534, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:50:16,135 - testrun_4a235016 - [INFO] - [E:115| 800]: Train Loss:0.00095314, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:52:12,493 - testrun_4a235016 - [INFO] - [E:115| 900]: Train Loss:0.0009533, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:54:09,033 - testrun_4a235016 - [INFO] - [E:115| 1000]: Train Loss:0.00095328, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:56:05,189 - testrun_4a235016 - [INFO] - [E:115| 1100]: Train Loss:0.00095301, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:58:01,798 - testrun_4a235016 - [INFO] - [E:115| 1200]: Train Loss:0.00095297, Val MRR:0.4213, testrun_4a235016 +2023-06-02 19:59:58,474 - testrun_4a235016 - [INFO] - [E:115| 1300]: Train Loss:0.00095293, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:01:55,170 - testrun_4a235016 - [INFO] - [E:115| 1400]: Train Loss:0.00095273, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:03:52,339 - testrun_4a235016 - [INFO] - [E:115| 1500]: Train Loss:0.00095283, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:05:47,553 - testrun_4a235016 - [INFO] - [E:115| 1600]: Train Loss:0.00095306, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:06:47,943 - testrun_4a235016 - [INFO] - [Epoch:115]: Training Loss:0.0009529 + +2023-06-02 20:06:48,268 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 20:07:20,075 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 20:07:38,482 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 20:08:10,530 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 20:08:28,765 - testrun_4a235016 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.48165, Head : 0.33464, Avg : 0.40814 + +2023-06-02 20:08:28,792 - testrun_4a235016 - [INFO] - [Epoch 115]: Training Loss: 0.00095294, Valid MRR: 0.4213, + + + +2023-06-02 20:08:29,765 - testrun_4a235016 - [INFO] - [E:116| 0]: Train Loss:0.00095195, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:10:02,631 - testrun_4a235016 - [INFO] - [E:116| 100]: Train Loss:0.00095476, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:11:35,419 - testrun_4a235016 - [INFO] - [E:116| 200]: Train Loss:0.00095223, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:13:08,209 - testrun_4a235016 - [INFO] - [E:116| 300]: Train Loss:0.00095242, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:14:40,983 - testrun_4a235016 - [INFO] - [E:116| 400]: Train Loss:0.0009521, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:16:13,748 - testrun_4a235016 - [INFO] - [E:116| 500]: Train Loss:0.00095219, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:17:46,929 - testrun_4a235016 - [INFO] - [E:116| 600]: Train Loss:0.00095183, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:19:31,528 - testrun_4a235016 - [INFO] - [E:116| 700]: Train Loss:0.00095178, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:21:27,945 - testrun_4a235016 - [INFO] - [E:116| 800]: Train Loss:0.00095228, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:23:24,757 - testrun_4a235016 - [INFO] - [E:116| 900]: Train Loss:0.00095349, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:25:21,206 - testrun_4a235016 - [INFO] - [E:116| 1000]: Train Loss:0.00095366, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:27:17,886 - testrun_4a235016 - [INFO] - [E:116| 1100]: Train Loss:0.00095336, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:29:14,326 - testrun_4a235016 - [INFO] - [E:116| 1200]: Train Loss:0.00095326, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:31:10,769 - testrun_4a235016 - [INFO] - [E:116| 1300]: Train Loss:0.00095274, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:33:07,954 - testrun_4a235016 - [INFO] - [E:116| 1400]: Train Loss:0.0009531, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:35:05,064 - testrun_4a235016 - [INFO] - [E:116| 1500]: Train Loss:0.00095327, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:37:02,246 - testrun_4a235016 - [INFO] - [E:116| 1600]: Train Loss:0.00095313, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:38:18,786 - testrun_4a235016 - [INFO] - [Epoch:116]: Training Loss:0.0009531 + +2023-06-02 20:38:19,316 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 20:39:00,763 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 20:39:24,803 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 20:40:06,575 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 20:40:30,529 - testrun_4a235016 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.48795, Head : 0.26582, Avg : 0.37688 + +2023-06-02 20:40:30,556 - testrun_4a235016 - [INFO] - [Epoch 116]: Training Loss: 0.00095315, Valid MRR: 0.4213, + + + +2023-06-02 20:40:31,772 - testrun_4a235016 - [INFO] - [E:117| 0]: Train Loss:0.0009929, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:42:28,949 - testrun_4a235016 - [INFO] - [E:117| 100]: Train Loss:0.00095559, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:44:25,970 - testrun_4a235016 - [INFO] - [E:117| 200]: Train Loss:0.00095158, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:46:22,970 - testrun_4a235016 - [INFO] - [E:117| 300]: Train Loss:0.00095145, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:48:20,136 - testrun_4a235016 - [INFO] - [E:117| 400]: Train Loss:0.0009522, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:50:17,176 - testrun_4a235016 - [INFO] - [E:117| 500]: Train Loss:0.00095278, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:52:14,002 - testrun_4a235016 - [INFO] - [E:117| 600]: Train Loss:0.00095274, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:54:10,804 - testrun_4a235016 - [INFO] - [E:117| 700]: Train Loss:0.00095263, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:56:08,028 - testrun_4a235016 - [INFO] - [E:117| 800]: Train Loss:0.00095217, Val MRR:0.4213, testrun_4a235016 +2023-06-02 20:58:05,075 - testrun_4a235016 - [INFO] - [E:117| 900]: Train Loss:0.00095204, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:00:02,390 - testrun_4a235016 - [INFO] - [E:117| 1000]: Train Loss:0.00095213, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:01:59,638 - testrun_4a235016 - [INFO] - [E:117| 1100]: Train Loss:0.00095248, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:03:57,140 - testrun_4a235016 - [INFO] - [E:117| 1200]: Train Loss:0.00095266, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:05:54,487 - testrun_4a235016 - [INFO] - [E:117| 1300]: Train Loss:0.00095263, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:07:51,496 - testrun_4a235016 - [INFO] - [E:117| 1400]: Train Loss:0.00095249, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:09:48,642 - testrun_4a235016 - [INFO] - [E:117| 1500]: Train Loss:0.00095246, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:11:45,948 - testrun_4a235016 - [INFO] - [E:117| 1600]: Train Loss:0.00095263, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:13:02,242 - testrun_4a235016 - [INFO] - [Epoch:117]: Training Loss:0.0009526 + +2023-06-02 21:13:02,773 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 21:13:44,286 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 21:14:08,236 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 21:14:49,876 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 21:15:13,684 - testrun_4a235016 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.48718, Head : 0.35288, Avg : 0.42003 + +2023-06-02 21:15:13,710 - testrun_4a235016 - [INFO] - [Epoch 117]: Training Loss: 0.00095258, Valid MRR: 0.4213, + + + +2023-06-02 21:15:14,917 - testrun_4a235016 - [INFO] - [E:118| 0]: Train Loss:0.00094899, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:17:12,024 - testrun_4a235016 - [INFO] - [E:118| 100]: Train Loss:0.00095189, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:19:09,032 - testrun_4a235016 - [INFO] - [E:118| 200]: Train Loss:0.000952, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:21:06,008 - testrun_4a235016 - [INFO] - [E:118| 300]: Train Loss:0.00095188, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:23:03,107 - testrun_4a235016 - [INFO] - [E:118| 400]: Train Loss:0.0009518, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:24:59,967 - testrun_4a235016 - [INFO] - [E:118| 500]: Train Loss:0.00095191, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:26:56,857 - testrun_4a235016 - [INFO] - [E:118| 600]: Train Loss:0.00095178, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:28:53,900 - testrun_4a235016 - [INFO] - [E:118| 700]: Train Loss:0.0009519, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:30:50,930 - testrun_4a235016 - [INFO] - [E:118| 800]: Train Loss:0.00095154, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:32:48,025 - testrun_4a235016 - [INFO] - [E:118| 900]: Train Loss:0.00095139, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:34:45,287 - testrun_4a235016 - [INFO] - [E:118| 1000]: Train Loss:0.00095152, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:36:42,476 - testrun_4a235016 - [INFO] - [E:118| 1100]: Train Loss:0.00095157, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:38:39,856 - testrun_4a235016 - [INFO] - [E:118| 1200]: Train Loss:0.00095204, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:40:37,293 - testrun_4a235016 - [INFO] - [E:118| 1300]: Train Loss:0.00095181, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:42:34,470 - testrun_4a235016 - [INFO] - [E:118| 1400]: Train Loss:0.00095155, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:44:31,678 - testrun_4a235016 - [INFO] - [E:118| 1500]: Train Loss:0.00095181, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:46:28,849 - testrun_4a235016 - [INFO] - [E:118| 1600]: Train Loss:0.00095177, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:47:45,355 - testrun_4a235016 - [INFO] - [Epoch:118]: Training Loss:0.0009518 + +2023-06-02 21:47:45,723 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 21:48:27,411 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 21:48:51,467 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 21:49:33,218 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 21:49:56,979 - testrun_4a235016 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.49647, Head : 0.28492, Avg : 0.39069 + +2023-06-02 21:49:57,013 - testrun_4a235016 - [INFO] - [Epoch 118]: Training Loss: 0.00095176, Valid MRR: 0.4213, + + + +2023-06-02 21:49:58,282 - testrun_4a235016 - [INFO] - [E:119| 0]: Train Loss:0.00096591, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:51:55,235 - testrun_4a235016 - [INFO] - [E:119| 100]: Train Loss:0.00095142, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:53:52,463 - testrun_4a235016 - [INFO] - [E:119| 200]: Train Loss:0.00095161, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:55:49,521 - testrun_4a235016 - [INFO] - [E:119| 300]: Train Loss:0.0009525, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:57:46,653 - testrun_4a235016 - [INFO] - [E:119| 400]: Train Loss:0.00095139, Val MRR:0.4213, testrun_4a235016 +2023-06-02 21:59:43,679 - testrun_4a235016 - [INFO] - [E:119| 500]: Train Loss:0.00095059, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:01:40,422 - testrun_4a235016 - [INFO] - [E:119| 600]: Train Loss:0.00095096, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:03:37,449 - testrun_4a235016 - [INFO] - [E:119| 700]: Train Loss:0.00095107, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:05:34,586 - testrun_4a235016 - [INFO] - [E:119| 800]: Train Loss:0.0009509, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:07:31,680 - testrun_4a235016 - [INFO] - [E:119| 900]: Train Loss:0.00095087, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:09:28,886 - testrun_4a235016 - [INFO] - [E:119| 1000]: Train Loss:0.00095076, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:11:26,069 - testrun_4a235016 - [INFO] - [E:119| 1100]: Train Loss:0.00095113, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:13:23,195 - testrun_4a235016 - [INFO] - [E:119| 1200]: Train Loss:0.00095102, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:15:20,335 - testrun_4a235016 - [INFO] - [E:119| 1300]: Train Loss:0.00095129, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:17:12,967 - testrun_4a235016 - [INFO] - [E:119| 1400]: Train Loss:0.00095152, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:18:45,636 - testrun_4a235016 - [INFO] - [E:119| 1500]: Train Loss:0.00095147, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:20:18,352 - testrun_4a235016 - [INFO] - [E:119| 1600]: Train Loss:0.00095164, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:21:18,931 - testrun_4a235016 - [INFO] - [Epoch:119]: Training Loss:0.0009518 + +2023-06-02 22:21:19,255 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 22:21:51,112 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 22:22:09,589 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 22:22:41,653 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 22:22:59,851 - testrun_4a235016 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.49766, Head : 0.31478, Avg : 0.40622 + MR: Tail : 899.89, Head : 935.17, Avg : 917.53 + Hit-1: Tail : 0.41795, Head : 0.20141, Avg : 0.30968 + Hit-3: Tail : 0.54469, Head : 0.3752, Avg : 0.45994 + Hit-10: Tail : 0.64004, Head : 0.52484, Avg : 0.58244 +2023-06-02 22:22:59,878 - testrun_4a235016 - [INFO] - [Epoch 119]: Training Loss: 0.00095181, Valid MRR: 0.4213, + + + +2023-06-02 22:23:00,862 - testrun_4a235016 - [INFO] - [E:120| 0]: Train Loss:0.00093683, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:24:33,655 - testrun_4a235016 - [INFO] - [E:120| 100]: Train Loss:0.00094904, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:26:06,413 - testrun_4a235016 - [INFO] - [E:120| 200]: Train Loss:0.00095045, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:27:39,152 - testrun_4a235016 - [INFO] - [E:120| 300]: Train Loss:0.00095054, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:29:11,884 - testrun_4a235016 - [INFO] - [E:120| 400]: Train Loss:0.00095106, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:30:57,540 - testrun_4a235016 - [INFO] - [E:120| 500]: Train Loss:0.00095116, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:32:53,595 - testrun_4a235016 - [INFO] - [E:120| 600]: Train Loss:0.00095093, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:34:50,142 - testrun_4a235016 - [INFO] - [E:120| 700]: Train Loss:0.00095061, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:36:46,479 - testrun_4a235016 - [INFO] - [E:120| 800]: Train Loss:0.0009506, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:38:43,281 - testrun_4a235016 - [INFO] - [E:120| 900]: Train Loss:0.000951, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:40:39,973 - testrun_4a235016 - [INFO] - [E:120| 1000]: Train Loss:0.00095155, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:42:36,307 - testrun_4a235016 - [INFO] - [E:120| 1100]: Train Loss:0.00095142, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:44:32,930 - testrun_4a235016 - [INFO] - [E:120| 1200]: Train Loss:0.00095139, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:46:29,526 - testrun_4a235016 - [INFO] - [E:120| 1300]: Train Loss:0.00095123, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:48:26,090 - testrun_4a235016 - [INFO] - [E:120| 1400]: Train Loss:0.00095117, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:50:22,437 - testrun_4a235016 - [INFO] - [E:120| 1500]: Train Loss:0.00095143, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:52:19,027 - testrun_4a235016 - [INFO] - [E:120| 1600]: Train Loss:0.00095144, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:53:35,168 - testrun_4a235016 - [INFO] - [Epoch:120]: Training Loss:0.0009513 + +2023-06-02 22:53:35,615 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 22:54:16,882 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 22:54:40,827 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 22:55:22,330 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 22:55:45,980 - testrun_4a235016 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.49089, Head : 0.31382, Avg : 0.40235 + +2023-06-02 22:55:46,023 - testrun_4a235016 - [INFO] - [Epoch 120]: Training Loss: 0.00095126, Valid MRR: 0.4213, + + + +2023-06-02 22:55:47,294 - testrun_4a235016 - [INFO] - [E:121| 0]: Train Loss:0.00095263, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:57:43,786 - testrun_4a235016 - [INFO] - [E:121| 100]: Train Loss:0.0009516, Val MRR:0.4213, testrun_4a235016 +2023-06-02 22:59:40,051 - testrun_4a235016 - [INFO] - [E:121| 200]: Train Loss:0.00095227, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:01:36,330 - testrun_4a235016 - [INFO] - [E:121| 300]: Train Loss:0.00095102, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:03:32,828 - testrun_4a235016 - [INFO] - [E:121| 400]: Train Loss:0.00095005, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:05:29,074 - testrun_4a235016 - [INFO] - [E:121| 500]: Train Loss:0.00095045, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:07:25,494 - testrun_4a235016 - [INFO] - [E:121| 600]: Train Loss:0.0009504, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:09:21,806 - testrun_4a235016 - [INFO] - [E:121| 700]: Train Loss:0.00095021, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:11:18,226 - testrun_4a235016 - [INFO] - [E:121| 800]: Train Loss:0.00095042, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:13:14,514 - testrun_4a235016 - [INFO] - [E:121| 900]: Train Loss:0.00095054, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:15:10,983 - testrun_4a235016 - [INFO] - [E:121| 1000]: Train Loss:0.00095045, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:17:07,453 - testrun_4a235016 - [INFO] - [E:121| 1100]: Train Loss:0.00095045, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:19:03,872 - testrun_4a235016 - [INFO] - [E:121| 1200]: Train Loss:0.00095069, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:21:00,449 - testrun_4a235016 - [INFO] - [E:121| 1300]: Train Loss:0.00095064, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:22:56,881 - testrun_4a235016 - [INFO] - [E:121| 1400]: Train Loss:0.00095097, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:24:53,289 - testrun_4a235016 - [INFO] - [E:121| 1500]: Train Loss:0.00095115, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:26:49,717 - testrun_4a235016 - [INFO] - [E:121| 1600]: Train Loss:0.00095119, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:28:05,675 - testrun_4a235016 - [INFO] - [Epoch:121]: Training Loss:0.0009512 + +2023-06-02 23:28:06,216 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-02 23:28:47,522 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-02 23:29:11,373 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-02 23:29:52,751 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-02 23:30:16,316 - testrun_4a235016 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.49932, Head : 0.31074, Avg : 0.40503 + +2023-06-02 23:30:16,342 - testrun_4a235016 - [INFO] - [Epoch 121]: Training Loss: 0.00095117, Valid MRR: 0.4213, + + + +2023-06-02 23:30:17,611 - testrun_4a235016 - [INFO] - [E:122| 0]: Train Loss:0.00092268, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:32:14,224 - testrun_4a235016 - [INFO] - [E:122| 100]: Train Loss:0.00094845, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:34:10,676 - testrun_4a235016 - [INFO] - [E:122| 200]: Train Loss:0.00094949, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:36:07,290 - testrun_4a235016 - [INFO] - [E:122| 300]: Train Loss:0.00094958, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:38:03,482 - testrun_4a235016 - [INFO] - [E:122| 400]: Train Loss:0.00095011, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:39:59,497 - testrun_4a235016 - [INFO] - [E:122| 500]: Train Loss:0.00095025, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:41:55,897 - testrun_4a235016 - [INFO] - [E:122| 600]: Train Loss:0.00095103, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:43:52,398 - testrun_4a235016 - [INFO] - [E:122| 700]: Train Loss:0.00095105, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:45:49,102 - testrun_4a235016 - [INFO] - [E:122| 800]: Train Loss:0.00095101, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:47:45,792 - testrun_4a235016 - [INFO] - [E:122| 900]: Train Loss:0.00095049, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:49:42,200 - testrun_4a235016 - [INFO] - [E:122| 1000]: Train Loss:0.00095055, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:51:38,642 - testrun_4a235016 - [INFO] - [E:122| 1100]: Train Loss:0.00095043, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:53:35,258 - testrun_4a235016 - [INFO] - [E:122| 1200]: Train Loss:0.00095073, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:55:31,828 - testrun_4a235016 - [INFO] - [E:122| 1300]: Train Loss:0.00095099, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:57:28,430 - testrun_4a235016 - [INFO] - [E:122| 1400]: Train Loss:0.00095096, Val MRR:0.4213, testrun_4a235016 +2023-06-02 23:59:25,083 - testrun_4a235016 - [INFO] - [E:122| 1500]: Train Loss:0.000951, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:01:21,476 - testrun_4a235016 - [INFO] - [E:122| 1600]: Train Loss:0.00095104, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:02:37,748 - testrun_4a235016 - [INFO] - [Epoch:122]: Training Loss:0.0009509 + +2023-06-03 00:02:38,125 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 00:03:19,350 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 00:03:43,321 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 00:04:24,732 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 00:04:48,503 - testrun_4a235016 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.49038, Head : 0.31032, Avg : 0.40035 + +2023-06-03 00:04:48,530 - testrun_4a235016 - [INFO] - [Epoch 122]: Training Loss: 0.0009509, Valid MRR: 0.4213, + + + +2023-06-03 00:04:49,743 - testrun_4a235016 - [INFO] - [E:123| 0]: Train Loss:0.00093886, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:06:46,288 - testrun_4a235016 - [INFO] - [E:123| 100]: Train Loss:0.0009493, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:08:42,679 - testrun_4a235016 - [INFO] - [E:123| 200]: Train Loss:0.00094924, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:10:39,494 - testrun_4a235016 - [INFO] - [E:123| 300]: Train Loss:0.00094922, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:12:35,827 - testrun_4a235016 - [INFO] - [E:123| 400]: Train Loss:0.00095035, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:14:32,122 - testrun_4a235016 - [INFO] - [E:123| 500]: Train Loss:0.00095057, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:16:28,820 - testrun_4a235016 - [INFO] - [E:123| 600]: Train Loss:0.0009506, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:18:25,501 - testrun_4a235016 - [INFO] - [E:123| 700]: Train Loss:0.00095089, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:20:21,858 - testrun_4a235016 - [INFO] - [E:123| 800]: Train Loss:0.00095081, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:22:18,238 - testrun_4a235016 - [INFO] - [E:123| 900]: Train Loss:0.00095078, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:24:14,868 - testrun_4a235016 - [INFO] - [E:123| 1000]: Train Loss:0.00095064, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:26:11,576 - testrun_4a235016 - [INFO] - [E:123| 1100]: Train Loss:0.00095062, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:28:07,950 - testrun_4a235016 - [INFO] - [E:123| 1200]: Train Loss:0.00095048, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:29:49,097 - testrun_4a235016 - [INFO] - [E:123| 1300]: Train Loss:0.00095052, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:31:21,666 - testrun_4a235016 - [INFO] - [E:123| 1400]: Train Loss:0.00095034, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:32:54,272 - testrun_4a235016 - [INFO] - [E:123| 1500]: Train Loss:0.00095019, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:34:27,197 - testrun_4a235016 - [INFO] - [E:123| 1600]: Train Loss:0.00095038, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:35:27,642 - testrun_4a235016 - [INFO] - [Epoch:123]: Training Loss:0.0009505 + +2023-06-03 00:35:27,992 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 00:35:59,782 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 00:36:18,200 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 00:36:49,890 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 00:37:08,106 - testrun_4a235016 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.48069, Head : 0.34696, Avg : 0.41383 + +2023-06-03 00:37:08,133 - testrun_4a235016 - [INFO] - [Epoch 123]: Training Loss: 0.00095048, Valid MRR: 0.4213, + + + +2023-06-03 00:37:09,123 - testrun_4a235016 - [INFO] - [E:124| 0]: Train Loss:0.00095005, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:38:42,197 - testrun_4a235016 - [INFO] - [E:124| 100]: Train Loss:0.0009522, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:40:14,924 - testrun_4a235016 - [INFO] - [E:124| 200]: Train Loss:0.0009497, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:41:50,857 - testrun_4a235016 - [INFO] - [E:124| 300]: Train Loss:0.0009504, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:43:48,066 - testrun_4a235016 - [INFO] - [E:124| 400]: Train Loss:0.00095038, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:45:44,819 - testrun_4a235016 - [INFO] - [E:124| 500]: Train Loss:0.00095037, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:47:42,351 - testrun_4a235016 - [INFO] - [E:124| 600]: Train Loss:0.0009496, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:49:39,755 - testrun_4a235016 - [INFO] - [E:124| 700]: Train Loss:0.00095033, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:51:36,820 - testrun_4a235016 - [INFO] - [E:124| 800]: Train Loss:0.00095038, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:53:34,048 - testrun_4a235016 - [INFO] - [E:124| 900]: Train Loss:0.00095, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:55:31,266 - testrun_4a235016 - [INFO] - [E:124| 1000]: Train Loss:0.00094991, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:57:28,688 - testrun_4a235016 - [INFO] - [E:124| 1100]: Train Loss:0.00094989, Val MRR:0.4213, testrun_4a235016 +2023-06-03 00:59:26,173 - testrun_4a235016 - [INFO] - [E:124| 1200]: Train Loss:0.00094993, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:01:23,405 - testrun_4a235016 - [INFO] - [E:124| 1300]: Train Loss:0.00094983, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:03:20,437 - testrun_4a235016 - [INFO] - [E:124| 1400]: Train Loss:0.00094989, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:05:17,770 - testrun_4a235016 - [INFO] - [E:124| 1500]: Train Loss:0.00095005, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:07:15,277 - testrun_4a235016 - [INFO] - [E:124| 1600]: Train Loss:0.00095009, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:08:31,976 - testrun_4a235016 - [INFO] - [Epoch:124]: Training Loss:0.0009503 + +2023-06-03 01:08:32,356 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 01:09:13,992 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 01:09:38,004 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 01:10:19,747 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 01:10:43,561 - testrun_4a235016 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.49711, Head : 0.30704, Avg : 0.40207 + +2023-06-03 01:10:43,594 - testrun_4a235016 - [INFO] - [Epoch 124]: Training Loss: 0.00095029, Valid MRR: 0.4213, + + + +2023-06-03 01:10:44,808 - testrun_4a235016 - [INFO] - [E:125| 0]: Train Loss:0.00096717, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:12:42,075 - testrun_4a235016 - [INFO] - [E:125| 100]: Train Loss:0.00094782, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:14:39,558 - testrun_4a235016 - [INFO] - [E:125| 200]: Train Loss:0.00094735, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:16:36,847 - testrun_4a235016 - [INFO] - [E:125| 300]: Train Loss:0.00094895, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:18:33,910 - testrun_4a235016 - [INFO] - [E:125| 400]: Train Loss:0.00094938, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:20:30,907 - testrun_4a235016 - [INFO] - [E:125| 500]: Train Loss:0.00094951, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:22:28,453 - testrun_4a235016 - [INFO] - [E:125| 600]: Train Loss:0.00094938, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:24:25,785 - testrun_4a235016 - [INFO] - [E:125| 700]: Train Loss:0.00094965, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:26:23,324 - testrun_4a235016 - [INFO] - [E:125| 800]: Train Loss:0.00095062, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:28:20,910 - testrun_4a235016 - [INFO] - [E:125| 900]: Train Loss:0.00095022, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:30:18,436 - testrun_4a235016 - [INFO] - [E:125| 1000]: Train Loss:0.0009502, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:32:15,814 - testrun_4a235016 - [INFO] - [E:125| 1100]: Train Loss:0.0009501, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:34:13,152 - testrun_4a235016 - [INFO] - [E:125| 1200]: Train Loss:0.00095005, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:36:10,778 - testrun_4a235016 - [INFO] - [E:125| 1300]: Train Loss:0.00095001, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:38:08,043 - testrun_4a235016 - [INFO] - [E:125| 1400]: Train Loss:0.00095002, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:40:05,579 - testrun_4a235016 - [INFO] - [E:125| 1500]: Train Loss:0.00094979, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:42:02,901 - testrun_4a235016 - [INFO] - [E:125| 1600]: Train Loss:0.00094989, Val MRR:0.4213, testrun_4a235016 +2023-06-03 01:43:19,650 - testrun_4a235016 - [INFO] - [Epoch:125]: Training Loss:0.0009502 + +2023-06-03 01:43:20,014 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 01:44:01,715 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 01:44:25,863 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 01:45:07,683 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 01:45:31,545 - testrun_4a235016 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.49717, Head : 0.35956, Avg : 0.42836 + +2023-06-03 01:45:34,393 - testrun_4a235016 - [INFO] - [Epoch 125]: Training Loss: 0.00095016, Valid MRR: 0.42836, + + + +2023-06-03 01:45:35,649 - testrun_4a235016 - [INFO] - [E:126| 0]: Train Loss:0.00092431, Val MRR:0.42836, testrun_4a235016 +2023-06-03 01:47:32,906 - testrun_4a235016 - [INFO] - [E:126| 100]: Train Loss:0.00094718, Val MRR:0.42836, testrun_4a235016 +2023-06-03 01:49:30,502 - testrun_4a235016 - [INFO] - [E:126| 200]: Train Loss:0.00094802, Val MRR:0.42836, testrun_4a235016 +2023-06-03 01:51:27,935 - testrun_4a235016 - [INFO] - [E:126| 300]: Train Loss:0.00094887, Val MRR:0.42836, testrun_4a235016 +2023-06-03 01:53:25,194 - testrun_4a235016 - [INFO] - [E:126| 400]: Train Loss:0.00095002, Val MRR:0.42836, testrun_4a235016 +2023-06-03 01:55:22,478 - testrun_4a235016 - [INFO] - [E:126| 500]: Train Loss:0.00094994, Val MRR:0.42836, testrun_4a235016 +2023-06-03 01:57:19,778 - testrun_4a235016 - [INFO] - [E:126| 600]: Train Loss:0.00094987, Val MRR:0.42836, testrun_4a235016 +2023-06-03 01:59:17,189 - testrun_4a235016 - [INFO] - [E:126| 700]: Train Loss:0.0009501, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:01:14,737 - testrun_4a235016 - [INFO] - [E:126| 800]: Train Loss:0.00095017, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:03:12,311 - testrun_4a235016 - [INFO] - [E:126| 900]: Train Loss:0.00095015, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:05:09,781 - testrun_4a235016 - [INFO] - [E:126| 1000]: Train Loss:0.00095013, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:07:07,381 - testrun_4a235016 - [INFO] - [E:126| 1100]: Train Loss:0.00094971, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:09:05,206 - testrun_4a235016 - [INFO] - [E:126| 1200]: Train Loss:0.00094974, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:11:02,902 - testrun_4a235016 - [INFO] - [E:126| 1300]: Train Loss:0.00094986, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:13:00,341 - testrun_4a235016 - [INFO] - [E:126| 1400]: Train Loss:0.00094981, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:14:57,857 - testrun_4a235016 - [INFO] - [E:126| 1500]: Train Loss:0.00094974, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:16:55,480 - testrun_4a235016 - [INFO] - [E:126| 1600]: Train Loss:0.00094986, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:18:12,162 - testrun_4a235016 - [INFO] - [Epoch:126]: Training Loss:0.0009497 + +2023-06-03 02:18:12,661 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 02:18:54,313 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 02:19:18,451 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 02:20:00,300 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 02:20:24,186 - testrun_4a235016 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.48691, Head : 0.31961, Avg : 0.40326 + +2023-06-03 02:20:24,219 - testrun_4a235016 - [INFO] - [Epoch 126]: Training Loss: 0.00094973, Valid MRR: 0.42836, + + + +2023-06-03 02:20:25,433 - testrun_4a235016 - [INFO] - [E:127| 0]: Train Loss:0.00093259, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:22:22,828 - testrun_4a235016 - [INFO] - [E:127| 100]: Train Loss:0.00095035, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:24:20,377 - testrun_4a235016 - [INFO] - [E:127| 200]: Train Loss:0.00094982, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:26:17,671 - testrun_4a235016 - [INFO] - [E:127| 300]: Train Loss:0.00094932, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:28:14,884 - testrun_4a235016 - [INFO] - [E:127| 400]: Train Loss:0.00094826, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:30:12,248 - testrun_4a235016 - [INFO] - [E:127| 500]: Train Loss:0.00094889, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:32:09,878 - testrun_4a235016 - [INFO] - [E:127| 600]: Train Loss:0.00094855, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:34:07,560 - testrun_4a235016 - [INFO] - [E:127| 700]: Train Loss:0.00094853, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:36:04,984 - testrun_4a235016 - [INFO] - [E:127| 800]: Train Loss:0.00094866, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:38:02,647 - testrun_4a235016 - [INFO] - [E:127| 900]: Train Loss:0.00094904, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:39:59,853 - testrun_4a235016 - [INFO] - [E:127| 1000]: Train Loss:0.00094882, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:41:32,902 - testrun_4a235016 - [INFO] - [E:127| 1100]: Train Loss:0.00094896, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:43:05,810 - testrun_4a235016 - [INFO] - [E:127| 1200]: Train Loss:0.0009492, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:44:38,721 - testrun_4a235016 - [INFO] - [E:127| 1300]: Train Loss:0.00094924, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:46:11,659 - testrun_4a235016 - [INFO] - [E:127| 1400]: Train Loss:0.00094905, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:47:44,573 - testrun_4a235016 - [INFO] - [E:127| 1500]: Train Loss:0.00094922, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:49:17,525 - testrun_4a235016 - [INFO] - [E:127| 1600]: Train Loss:0.00094951, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:50:18,233 - testrun_4a235016 - [INFO] - [Epoch:127]: Training Loss:0.0009494 + +2023-06-03 02:50:18,553 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 02:50:50,542 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 02:51:09,151 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 02:51:41,214 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 02:51:59,454 - testrun_4a235016 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.48188, Head : 0.35051, Avg : 0.4162 + +2023-06-03 02:51:59,480 - testrun_4a235016 - [INFO] - [Epoch 127]: Training Loss: 0.00094937, Valid MRR: 0.42836, + + + +2023-06-03 02:52:00,367 - testrun_4a235016 - [INFO] - [E:128| 0]: Train Loss:0.00094406, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:53:42,398 - testrun_4a235016 - [INFO] - [E:128| 100]: Train Loss:0.00094863, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:55:39,369 - testrun_4a235016 - [INFO] - [E:128| 200]: Train Loss:0.00094906, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:57:36,316 - testrun_4a235016 - [INFO] - [E:128| 300]: Train Loss:0.00094913, Val MRR:0.42836, testrun_4a235016 +2023-06-03 02:59:32,898 - testrun_4a235016 - [INFO] - [E:128| 400]: Train Loss:0.00094936, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:01:29,737 - testrun_4a235016 - [INFO] - [E:128| 500]: Train Loss:0.00094948, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:03:26,661 - testrun_4a235016 - [INFO] - [E:128| 600]: Train Loss:0.00094918, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:05:23,424 - testrun_4a235016 - [INFO] - [E:128| 700]: Train Loss:0.00094964, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:07:20,606 - testrun_4a235016 - [INFO] - [E:128| 800]: Train Loss:0.00094959, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:09:17,446 - testrun_4a235016 - [INFO] - [E:128| 900]: Train Loss:0.0009499, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:11:14,472 - testrun_4a235016 - [INFO] - [E:128| 1000]: Train Loss:0.00094974, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:13:11,292 - testrun_4a235016 - [INFO] - [E:128| 1100]: Train Loss:0.00095008, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:15:08,363 - testrun_4a235016 - [INFO] - [E:128| 1200]: Train Loss:0.00095027, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:17:05,210 - testrun_4a235016 - [INFO] - [E:128| 1300]: Train Loss:0.00095029, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:19:02,167 - testrun_4a235016 - [INFO] - [E:128| 1400]: Train Loss:0.00095014, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:20:59,068 - testrun_4a235016 - [INFO] - [E:128| 1500]: Train Loss:0.0009499, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:22:56,019 - testrun_4a235016 - [INFO] - [E:128| 1600]: Train Loss:0.00095002, Val MRR:0.42836, testrun_4a235016 +2023-06-03 03:24:12,284 - testrun_4a235016 - [INFO] - [Epoch:128]: Training Loss:0.0009501 + +2023-06-03 03:24:12,714 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 03:24:54,128 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 03:25:18,096 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 03:25:59,642 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 03:26:23,357 - testrun_4a235016 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.49736, Head : 0.36758, Avg : 0.43247 + +2023-06-03 03:26:26,365 - testrun_4a235016 - [INFO] - [Epoch 128]: Training Loss: 0.00095005, Valid MRR: 0.43247, + + + +2023-06-03 03:26:27,525 - testrun_4a235016 - [INFO] - [E:129| 0]: Train Loss:0.00095598, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:28:24,369 - testrun_4a235016 - [INFO] - [E:129| 100]: Train Loss:0.00094469, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:30:21,308 - testrun_4a235016 - [INFO] - [E:129| 200]: Train Loss:0.00094677, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:32:18,050 - testrun_4a235016 - [INFO] - [E:129| 300]: Train Loss:0.00094779, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:34:14,743 - testrun_4a235016 - [INFO] - [E:129| 400]: Train Loss:0.0009477, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:36:11,646 - testrun_4a235016 - [INFO] - [E:129| 500]: Train Loss:0.00094849, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:38:08,926 - testrun_4a235016 - [INFO] - [E:129| 600]: Train Loss:0.00094885, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:40:05,906 - testrun_4a235016 - [INFO] - [E:129| 700]: Train Loss:0.00094908, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:42:02,890 - testrun_4a235016 - [INFO] - [E:129| 800]: Train Loss:0.00094926, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:43:59,923 - testrun_4a235016 - [INFO] - [E:129| 900]: Train Loss:0.0009493, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:45:57,110 - testrun_4a235016 - [INFO] - [E:129| 1000]: Train Loss:0.00094923, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:47:53,939 - testrun_4a235016 - [INFO] - [E:129| 1100]: Train Loss:0.00094908, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:49:50,952 - testrun_4a235016 - [INFO] - [E:129| 1200]: Train Loss:0.0009491, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:51:47,846 - testrun_4a235016 - [INFO] - [E:129| 1300]: Train Loss:0.00094922, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:53:44,834 - testrun_4a235016 - [INFO] - [E:129| 1400]: Train Loss:0.00094898, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:55:41,619 - testrun_4a235016 - [INFO] - [E:129| 1500]: Train Loss:0.00094914, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:57:38,632 - testrun_4a235016 - [INFO] - [E:129| 1600]: Train Loss:0.00094885, Val MRR:0.43247, testrun_4a235016 +2023-06-03 03:58:55,001 - testrun_4a235016 - [INFO] - [Epoch:129]: Training Loss:0.0009488 + +2023-06-03 03:58:55,372 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 03:59:36,810 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 04:00:00,702 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 04:00:42,237 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 04:01:05,922 - testrun_4a235016 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.49309, Head : 0.30613, Avg : 0.39961 + MR: Tail : 946.1, Head : 958.91, Avg : 952.5 + Hit-1: Tail : 0.41192, Head : 0.19294, Avg : 0.30243 + Hit-3: Tail : 0.54083, Head : 0.36644, Avg : 0.45363 + Hit-10: Tail : 0.64133, Head : 0.53073, Avg : 0.58603 +2023-06-03 04:01:05,953 - testrun_4a235016 - [INFO] - [Epoch 129]: Training Loss: 0.00094884, Valid MRR: 0.43247, + + + +2023-06-03 04:01:07,155 - testrun_4a235016 - [INFO] - [E:130| 0]: Train Loss:0.00095126, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:03:03,876 - testrun_4a235016 - [INFO] - [E:130| 100]: Train Loss:0.00095133, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:05:00,736 - testrun_4a235016 - [INFO] - [E:130| 200]: Train Loss:0.00094922, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:06:57,521 - testrun_4a235016 - [INFO] - [E:130| 300]: Train Loss:0.00094851, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:08:54,309 - testrun_4a235016 - [INFO] - [E:130| 400]: Train Loss:0.00094787, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:10:51,395 - testrun_4a235016 - [INFO] - [E:130| 500]: Train Loss:0.00094794, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:12:48,272 - testrun_4a235016 - [INFO] - [E:130| 600]: Train Loss:0.00094864, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:14:45,660 - testrun_4a235016 - [INFO] - [E:130| 700]: Train Loss:0.00094849, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:16:42,822 - testrun_4a235016 - [INFO] - [E:130| 800]: Train Loss:0.00094834, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:18:39,757 - testrun_4a235016 - [INFO] - [E:130| 900]: Train Loss:0.00094831, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:20:36,887 - testrun_4a235016 - [INFO] - [E:130| 1000]: Train Loss:0.00094861, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:22:34,129 - testrun_4a235016 - [INFO] - [E:130| 1100]: Train Loss:0.00094881, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:24:31,311 - testrun_4a235016 - [INFO] - [E:130| 1200]: Train Loss:0.00094878, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:26:28,380 - testrun_4a235016 - [INFO] - [E:130| 1300]: Train Loss:0.00094848, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:28:25,216 - testrun_4a235016 - [INFO] - [E:130| 1400]: Train Loss:0.00094831, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:30:21,810 - testrun_4a235016 - [INFO] - [E:130| 1500]: Train Loss:0.00094847, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:32:18,890 - testrun_4a235016 - [INFO] - [E:130| 1600]: Train Loss:0.00094851, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:33:35,168 - testrun_4a235016 - [INFO] - [Epoch:130]: Training Loss:0.0009486 + +2023-06-03 04:33:35,669 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 04:34:16,951 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 04:34:41,108 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 04:35:22,508 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 04:35:46,361 - testrun_4a235016 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.48995, Head : 0.35062, Avg : 0.42029 + +2023-06-03 04:35:46,387 - testrun_4a235016 - [INFO] - [Epoch 130]: Training Loss: 0.00094864, Valid MRR: 0.43247, + + + +2023-06-03 04:35:47,587 - testrun_4a235016 - [INFO] - [E:131| 0]: Train Loss:0.0009328, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:37:44,518 - testrun_4a235016 - [INFO] - [E:131| 100]: Train Loss:0.00094588, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:39:41,485 - testrun_4a235016 - [INFO] - [E:131| 200]: Train Loss:0.00094675, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:41:38,082 - testrun_4a235016 - [INFO] - [E:131| 300]: Train Loss:0.00094699, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:43:35,145 - testrun_4a235016 - [INFO] - [E:131| 400]: Train Loss:0.00094671, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:45:32,234 - testrun_4a235016 - [INFO] - [E:131| 500]: Train Loss:0.00094724, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:47:29,042 - testrun_4a235016 - [INFO] - [E:131| 600]: Train Loss:0.0009473, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:49:25,987 - testrun_4a235016 - [INFO] - [E:131| 700]: Train Loss:0.00094769, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:51:22,897 - testrun_4a235016 - [INFO] - [E:131| 800]: Train Loss:0.00094812, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:53:04,176 - testrun_4a235016 - [INFO] - [E:131| 900]: Train Loss:0.00094837, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:54:36,940 - testrun_4a235016 - [INFO] - [E:131| 1000]: Train Loss:0.00094852, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:56:09,722 - testrun_4a235016 - [INFO] - [E:131| 1100]: Train Loss:0.00094844, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:57:42,487 - testrun_4a235016 - [INFO] - [E:131| 1200]: Train Loss:0.00094831, Val MRR:0.43247, testrun_4a235016 +2023-06-03 04:59:15,282 - testrun_4a235016 - [INFO] - [E:131| 1300]: Train Loss:0.00094814, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:00:48,087 - testrun_4a235016 - [INFO] - [E:131| 1400]: Train Loss:0.00094834, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:02:20,889 - testrun_4a235016 - [INFO] - [E:131| 1500]: Train Loss:0.00094842, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:03:53,640 - testrun_4a235016 - [INFO] - [E:131| 1600]: Train Loss:0.00094847, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:04:54,195 - testrun_4a235016 - [INFO] - [Epoch:131]: Training Loss:0.0009486 + +2023-06-03 05:04:54,440 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 05:05:33,131 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 05:05:56,967 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 05:06:38,711 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 05:07:02,391 - testrun_4a235016 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.4864, Head : 0.32777, Avg : 0.40708 + +2023-06-03 05:07:02,418 - testrun_4a235016 - [INFO] - [Epoch 131]: Training Loss: 0.00094861, Valid MRR: 0.43247, + + + +2023-06-03 05:07:03,626 - testrun_4a235016 - [INFO] - [E:132| 0]: Train Loss:0.00097738, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:09:00,533 - testrun_4a235016 - [INFO] - [E:132| 100]: Train Loss:0.0009485, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:10:57,587 - testrun_4a235016 - [INFO] - [E:132| 200]: Train Loss:0.00094894, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:12:54,254 - testrun_4a235016 - [INFO] - [E:132| 300]: Train Loss:0.00095081, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:14:51,220 - testrun_4a235016 - [INFO] - [E:132| 400]: Train Loss:0.00095009, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:16:48,212 - testrun_4a235016 - [INFO] - [E:132| 500]: Train Loss:0.00094986, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:18:45,230 - testrun_4a235016 - [INFO] - [E:132| 600]: Train Loss:0.00094914, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:20:41,919 - testrun_4a235016 - [INFO] - [E:132| 700]: Train Loss:0.00094863, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:22:38,594 - testrun_4a235016 - [INFO] - [E:132| 800]: Train Loss:0.00094802, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:24:35,637 - testrun_4a235016 - [INFO] - [E:132| 900]: Train Loss:0.00094792, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:26:32,437 - testrun_4a235016 - [INFO] - [E:132| 1000]: Train Loss:0.00094798, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:28:29,411 - testrun_4a235016 - [INFO] - [E:132| 1100]: Train Loss:0.00094792, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:30:26,558 - testrun_4a235016 - [INFO] - [E:132| 1200]: Train Loss:0.00094791, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:32:23,405 - testrun_4a235016 - [INFO] - [E:132| 1300]: Train Loss:0.00094823, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:34:20,201 - testrun_4a235016 - [INFO] - [E:132| 1400]: Train Loss:0.00094825, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:36:16,892 - testrun_4a235016 - [INFO] - [E:132| 1500]: Train Loss:0.00094847, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:38:13,798 - testrun_4a235016 - [INFO] - [E:132| 1600]: Train Loss:0.00094847, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:39:30,074 - testrun_4a235016 - [INFO] - [Epoch:132]: Training Loss:0.0009485 + +2023-06-03 05:39:30,581 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 05:40:12,007 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 05:40:35,876 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 05:41:17,309 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 05:41:40,870 - testrun_4a235016 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.49684, Head : 0.33694, Avg : 0.41689 + +2023-06-03 05:41:40,897 - testrun_4a235016 - [INFO] - [Epoch 132]: Training Loss: 0.0009485, Valid MRR: 0.43247, + + + +2023-06-03 05:41:42,125 - testrun_4a235016 - [INFO] - [E:133| 0]: Train Loss:0.0009557, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:43:38,589 - testrun_4a235016 - [INFO] - [E:133| 100]: Train Loss:0.000945, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:45:35,209 - testrun_4a235016 - [INFO] - [E:133| 200]: Train Loss:0.00094519, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:47:31,507 - testrun_4a235016 - [INFO] - [E:133| 300]: Train Loss:0.00094675, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:49:28,520 - testrun_4a235016 - [INFO] - [E:133| 400]: Train Loss:0.00094677, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:51:25,290 - testrun_4a235016 - [INFO] - [E:133| 500]: Train Loss:0.00094812, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:53:22,289 - testrun_4a235016 - [INFO] - [E:133| 600]: Train Loss:0.00094893, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:55:18,967 - testrun_4a235016 - [INFO] - [E:133| 700]: Train Loss:0.00094834, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:57:15,978 - testrun_4a235016 - [INFO] - [E:133| 800]: Train Loss:0.00094873, Val MRR:0.43247, testrun_4a235016 +2023-06-03 05:59:12,811 - testrun_4a235016 - [INFO] - [E:133| 900]: Train Loss:0.00094882, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:01:09,697 - testrun_4a235016 - [INFO] - [E:133| 1000]: Train Loss:0.00094843, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:03:06,654 - testrun_4a235016 - [INFO] - [E:133| 1100]: Train Loss:0.00094836, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:05:03,640 - testrun_4a235016 - [INFO] - [E:133| 1200]: Train Loss:0.00094848, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:07:00,419 - testrun_4a235016 - [INFO] - [E:133| 1300]: Train Loss:0.00094849, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:08:57,368 - testrun_4a235016 - [INFO] - [E:133| 1400]: Train Loss:0.00094827, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:10:54,244 - testrun_4a235016 - [INFO] - [E:133| 1500]: Train Loss:0.0009481, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:12:51,270 - testrun_4a235016 - [INFO] - [E:133| 1600]: Train Loss:0.00094831, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:14:07,545 - testrun_4a235016 - [INFO] - [Epoch:133]: Training Loss:0.0009485 + +2023-06-03 06:14:07,998 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 06:14:49,187 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 06:15:13,152 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 06:15:54,818 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 06:16:18,681 - testrun_4a235016 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.49523, Head : 0.33817, Avg : 0.4167 + +2023-06-03 06:16:18,709 - testrun_4a235016 - [INFO] - [Epoch 133]: Training Loss: 0.00094854, Valid MRR: 0.43247, + + + +2023-06-03 06:16:19,937 - testrun_4a235016 - [INFO] - [E:134| 0]: Train Loss:0.00093538, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:18:16,896 - testrun_4a235016 - [INFO] - [E:134| 100]: Train Loss:0.00094177, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:20:13,431 - testrun_4a235016 - [INFO] - [E:134| 200]: Train Loss:0.000947, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:22:10,192 - testrun_4a235016 - [INFO] - [E:134| 300]: Train Loss:0.00094631, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:24:06,980 - testrun_4a235016 - [INFO] - [E:134| 400]: Train Loss:0.00094644, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:26:03,738 - testrun_4a235016 - [INFO] - [E:134| 500]: Train Loss:0.00094646, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:28:00,700 - testrun_4a235016 - [INFO] - [E:134| 600]: Train Loss:0.00094701, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:29:57,678 - testrun_4a235016 - [INFO] - [E:134| 700]: Train Loss:0.00094737, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:31:54,532 - testrun_4a235016 - [INFO] - [E:134| 800]: Train Loss:0.00094763, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:33:51,490 - testrun_4a235016 - [INFO] - [E:134| 900]: Train Loss:0.00094783, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:35:48,330 - testrun_4a235016 - [INFO] - [E:134| 1000]: Train Loss:0.00094798, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:37:45,016 - testrun_4a235016 - [INFO] - [E:134| 1100]: Train Loss:0.00094777, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:39:42,019 - testrun_4a235016 - [INFO] - [E:134| 1200]: Train Loss:0.00094782, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:41:39,066 - testrun_4a235016 - [INFO] - [E:134| 1300]: Train Loss:0.00094801, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:43:35,844 - testrun_4a235016 - [INFO] - [E:134| 1400]: Train Loss:0.00094806, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:45:32,398 - testrun_4a235016 - [INFO] - [E:134| 1500]: Train Loss:0.00094785, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:47:29,437 - testrun_4a235016 - [INFO] - [E:134| 1600]: Train Loss:0.00094772, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:48:45,915 - testrun_4a235016 - [INFO] - [Epoch:134]: Training Loss:0.0009478 + +2023-06-03 06:48:46,359 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 06:49:27,763 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 06:49:51,761 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 06:50:33,441 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 06:50:57,077 - testrun_4a235016 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.49215, Head : 0.35501, Avg : 0.42358 + +2023-06-03 06:50:57,106 - testrun_4a235016 - [INFO] - [Epoch 134]: Training Loss: 0.00094783, Valid MRR: 0.43247, + + + +2023-06-03 06:50:58,306 - testrun_4a235016 - [INFO] - [E:135| 0]: Train Loss:0.00095559, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:52:55,006 - testrun_4a235016 - [INFO] - [E:135| 100]: Train Loss:0.00094546, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:54:51,558 - testrun_4a235016 - [INFO] - [E:135| 200]: Train Loss:0.00094635, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:56:48,426 - testrun_4a235016 - [INFO] - [E:135| 300]: Train Loss:0.000947, Val MRR:0.43247, testrun_4a235016 +2023-06-03 06:58:45,214 - testrun_4a235016 - [INFO] - [E:135| 400]: Train Loss:0.00094672, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:00:41,908 - testrun_4a235016 - [INFO] - [E:135| 500]: Train Loss:0.00094617, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:02:38,887 - testrun_4a235016 - [INFO] - [E:135| 600]: Train Loss:0.00094675, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:04:28,130 - testrun_4a235016 - [INFO] - [E:135| 700]: Train Loss:0.00094643, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:06:00,978 - testrun_4a235016 - [INFO] - [E:135| 800]: Train Loss:0.0009467, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:07:33,677 - testrun_4a235016 - [INFO] - [E:135| 900]: Train Loss:0.00094686, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:09:06,424 - testrun_4a235016 - [INFO] - [E:135| 1000]: Train Loss:0.00094686, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:10:39,147 - testrun_4a235016 - [INFO] - [E:135| 1100]: Train Loss:0.00094689, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:12:11,854 - testrun_4a235016 - [INFO] - [E:135| 1200]: Train Loss:0.00094716, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:13:44,553 - testrun_4a235016 - [INFO] - [E:135| 1300]: Train Loss:0.00094732, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:15:17,246 - testrun_4a235016 - [INFO] - [E:135| 1400]: Train Loss:0.00094751, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:16:50,386 - testrun_4a235016 - [INFO] - [E:135| 1500]: Train Loss:0.00094722, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:18:47,828 - testrun_4a235016 - [INFO] - [E:135| 1600]: Train Loss:0.0009475, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:20:04,596 - testrun_4a235016 - [INFO] - [Epoch:135]: Training Loss:0.0009476 + +2023-06-03 07:20:05,015 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 07:20:46,538 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 07:21:10,762 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 07:21:52,588 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 07:22:16,536 - testrun_4a235016 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.49371, Head : 0.33733, Avg : 0.41552 + +2023-06-03 07:22:16,562 - testrun_4a235016 - [INFO] - [Epoch 135]: Training Loss: 0.00094761, Valid MRR: 0.43247, + + + +2023-06-03 07:22:17,789 - testrun_4a235016 - [INFO] - [E:136| 0]: Train Loss:0.00094298, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:24:15,365 - testrun_4a235016 - [INFO] - [E:136| 100]: Train Loss:0.00094785, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:26:12,510 - testrun_4a235016 - [INFO] - [E:136| 200]: Train Loss:0.00094845, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:28:10,170 - testrun_4a235016 - [INFO] - [E:136| 300]: Train Loss:0.00094798, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:30:07,701 - testrun_4a235016 - [INFO] - [E:136| 400]: Train Loss:0.00094754, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:32:05,317 - testrun_4a235016 - [INFO] - [E:136| 500]: Train Loss:0.00094798, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:34:02,900 - testrun_4a235016 - [INFO] - [E:136| 600]: Train Loss:0.0009478, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:36:00,278 - testrun_4a235016 - [INFO] - [E:136| 700]: Train Loss:0.00094767, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:37:57,912 - testrun_4a235016 - [INFO] - [E:136| 800]: Train Loss:0.00094747, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:39:55,267 - testrun_4a235016 - [INFO] - [E:136| 900]: Train Loss:0.00094747, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:41:52,735 - testrun_4a235016 - [INFO] - [E:136| 1000]: Train Loss:0.00094743, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:43:50,226 - testrun_4a235016 - [INFO] - [E:136| 1100]: Train Loss:0.00094768, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:45:47,620 - testrun_4a235016 - [INFO] - [E:136| 1200]: Train Loss:0.00094767, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:47:45,041 - testrun_4a235016 - [INFO] - [E:136| 1300]: Train Loss:0.00094765, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:49:42,656 - testrun_4a235016 - [INFO] - [E:136| 1400]: Train Loss:0.00094797, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:51:40,132 - testrun_4a235016 - [INFO] - [E:136| 1500]: Train Loss:0.00094813, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:53:37,365 - testrun_4a235016 - [INFO] - [E:136| 1600]: Train Loss:0.00094808, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:54:54,254 - testrun_4a235016 - [INFO] - [Epoch:136]: Training Loss:0.0009479 + +2023-06-03 07:54:54,716 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 07:55:36,339 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 07:56:00,558 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 07:56:42,385 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 07:57:06,157 - testrun_4a235016 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.50085, Head : 0.2625, Avg : 0.38167 + +2023-06-03 07:57:06,183 - testrun_4a235016 - [INFO] - [Epoch 136]: Training Loss: 0.00094788, Valid MRR: 0.43247, + + + +2023-06-03 07:57:07,399 - testrun_4a235016 - [INFO] - [E:137| 0]: Train Loss:0.00093976, Val MRR:0.43247, testrun_4a235016 +2023-06-03 07:59:04,922 - testrun_4a235016 - [INFO] - [E:137| 100]: Train Loss:0.00094836, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:01:01,842 - testrun_4a235016 - [INFO] - [E:137| 200]: Train Loss:0.00094565, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:02:59,438 - testrun_4a235016 - [INFO] - [E:137| 300]: Train Loss:0.00094609, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:04:56,920 - testrun_4a235016 - [INFO] - [E:137| 400]: Train Loss:0.00094627, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:06:54,365 - testrun_4a235016 - [INFO] - [E:137| 500]: Train Loss:0.00094641, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:08:51,814 - testrun_4a235016 - [INFO] - [E:137| 600]: Train Loss:0.00094643, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:10:49,333 - testrun_4a235016 - [INFO] - [E:137| 700]: Train Loss:0.00094623, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:12:46,891 - testrun_4a235016 - [INFO] - [E:137| 800]: Train Loss:0.00094716, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:14:44,485 - testrun_4a235016 - [INFO] - [E:137| 900]: Train Loss:0.00094688, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:16:42,083 - testrun_4a235016 - [INFO] - [E:137| 1000]: Train Loss:0.0009475, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:18:39,605 - testrun_4a235016 - [INFO] - [E:137| 1100]: Train Loss:0.00094754, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:20:37,085 - testrun_4a235016 - [INFO] - [E:137| 1200]: Train Loss:0.00094745, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:22:34,561 - testrun_4a235016 - [INFO] - [E:137| 1300]: Train Loss:0.00094754, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:24:32,031 - testrun_4a235016 - [INFO] - [E:137| 1400]: Train Loss:0.00094763, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:26:29,625 - testrun_4a235016 - [INFO] - [E:137| 1500]: Train Loss:0.0009479, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:28:27,253 - testrun_4a235016 - [INFO] - [E:137| 1600]: Train Loss:0.00094785, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:29:43,866 - testrun_4a235016 - [INFO] - [Epoch:137]: Training Loss:0.0009479 + +2023-06-03 08:29:44,411 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 08:30:25,959 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 08:30:50,191 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 08:31:32,001 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 08:31:55,831 - testrun_4a235016 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.4855, Head : 0.34129, Avg : 0.4134 + +2023-06-03 08:31:55,858 - testrun_4a235016 - [INFO] - [Epoch 137]: Training Loss: 0.00094793, Valid MRR: 0.43247, + + + +2023-06-03 08:31:57,077 - testrun_4a235016 - [INFO] - [E:138| 0]: Train Loss:0.00094598, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:33:54,349 - testrun_4a235016 - [INFO] - [E:138| 100]: Train Loss:0.00094964, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:35:51,632 - testrun_4a235016 - [INFO] - [E:138| 200]: Train Loss:0.00094763, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:37:49,011 - testrun_4a235016 - [INFO] - [E:138| 300]: Train Loss:0.00094833, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:39:46,344 - testrun_4a235016 - [INFO] - [E:138| 400]: Train Loss:0.00094767, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:41:44,003 - testrun_4a235016 - [INFO] - [E:138| 500]: Train Loss:0.00094737, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:43:41,525 - testrun_4a235016 - [INFO] - [E:138| 600]: Train Loss:0.00094707, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:45:39,109 - testrun_4a235016 - [INFO] - [E:138| 700]: Train Loss:0.00094739, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:47:36,656 - testrun_4a235016 - [INFO] - [E:138| 800]: Train Loss:0.00094735, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:49:34,102 - testrun_4a235016 - [INFO] - [E:138| 900]: Train Loss:0.0009476, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:51:31,548 - testrun_4a235016 - [INFO] - [E:138| 1000]: Train Loss:0.00094728, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:53:29,086 - testrun_4a235016 - [INFO] - [E:138| 1100]: Train Loss:0.00094681, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:55:26,746 - testrun_4a235016 - [INFO] - [E:138| 1200]: Train Loss:0.00094693, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:57:23,971 - testrun_4a235016 - [INFO] - [E:138| 1300]: Train Loss:0.00094699, Val MRR:0.43247, testrun_4a235016 +2023-06-03 08:59:21,577 - testrun_4a235016 - [INFO] - [E:138| 1400]: Train Loss:0.00094711, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:01:19,150 - testrun_4a235016 - [INFO] - [E:138| 1500]: Train Loss:0.00094707, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:03:16,667 - testrun_4a235016 - [INFO] - [E:138| 1600]: Train Loss:0.000947, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:04:33,581 - testrun_4a235016 - [INFO] - [Epoch:138]: Training Loss:0.0009471 + +2023-06-03 09:04:34,003 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 09:05:15,714 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 09:05:39,883 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 09:06:21,820 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 09:06:45,694 - testrun_4a235016 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.49185, Head : 0.33346, Avg : 0.41266 + +2023-06-03 09:06:45,721 - testrun_4a235016 - [INFO] - [Epoch 138]: Training Loss: 0.00094711, Valid MRR: 0.43247, + + + +2023-06-03 09:06:46,957 - testrun_4a235016 - [INFO] - [E:139| 0]: Train Loss:0.00093538, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:08:44,108 - testrun_4a235016 - [INFO] - [E:139| 100]: Train Loss:0.00094449, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:10:41,577 - testrun_4a235016 - [INFO] - [E:139| 200]: Train Loss:0.00094407, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:12:39,328 - testrun_4a235016 - [INFO] - [E:139| 300]: Train Loss:0.00094448, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:14:36,822 - testrun_4a235016 - [INFO] - [E:139| 400]: Train Loss:0.00094397, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:16:15,582 - testrun_4a235016 - [INFO] - [E:139| 500]: Train Loss:0.00094506, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:17:48,454 - testrun_4a235016 - [INFO] - [E:139| 600]: Train Loss:0.00094518, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:19:21,329 - testrun_4a235016 - [INFO] - [E:139| 700]: Train Loss:0.00094503, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:20:54,212 - testrun_4a235016 - [INFO] - [E:139| 800]: Train Loss:0.00094533, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:22:27,150 - testrun_4a235016 - [INFO] - [E:139| 900]: Train Loss:0.00094544, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:24:00,022 - testrun_4a235016 - [INFO] - [E:139| 1000]: Train Loss:0.00094557, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:25:32,909 - testrun_4a235016 - [INFO] - [E:139| 1100]: Train Loss:0.00094562, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:27:05,799 - testrun_4a235016 - [INFO] - [E:139| 1200]: Train Loss:0.00094571, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:28:49,701 - testrun_4a235016 - [INFO] - [E:139| 1300]: Train Loss:0.0009459, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:30:46,855 - testrun_4a235016 - [INFO] - [E:139| 1400]: Train Loss:0.00094589, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:32:43,910 - testrun_4a235016 - [INFO] - [E:139| 1500]: Train Loss:0.00094624, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:34:40,897 - testrun_4a235016 - [INFO] - [E:139| 1600]: Train Loss:0.00094683, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:35:57,525 - testrun_4a235016 - [INFO] - [Epoch:139]: Training Loss:0.0009469 + +2023-06-03 09:35:57,892 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 09:36:39,692 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 09:37:03,872 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 09:37:45,763 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 09:38:09,466 - testrun_4a235016 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.48822, Head : 0.33464, Avg : 0.41143 + MR: Tail : 921.36, Head : 965.47, Avg : 943.41 + Hit-1: Tail : 0.40627, Head : 0.22828, Avg : 0.31728 + Hit-3: Tail : 0.53894, Head : 0.39301, Avg : 0.46598 + Hit-10: Tail : 0.64143, Head : 0.52974, Avg : 0.58558 +2023-06-03 09:38:09,495 - testrun_4a235016 - [INFO] - [Epoch 139]: Training Loss: 0.00094686, Valid MRR: 0.43247, + + + +2023-06-03 09:38:10,767 - testrun_4a235016 - [INFO] - [E:140| 0]: Train Loss:0.00091923, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:40:07,318 - testrun_4a235016 - [INFO] - [E:140| 100]: Train Loss:0.00094471, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:42:04,311 - testrun_4a235016 - [INFO] - [E:140| 200]: Train Loss:0.00094412, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:44:01,414 - testrun_4a235016 - [INFO] - [E:140| 300]: Train Loss:0.00094469, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:45:58,535 - testrun_4a235016 - [INFO] - [E:140| 400]: Train Loss:0.00094435, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:47:55,764 - testrun_4a235016 - [INFO] - [E:140| 500]: Train Loss:0.00094458, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:49:53,080 - testrun_4a235016 - [INFO] - [E:140| 600]: Train Loss:0.00094462, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:51:50,162 - testrun_4a235016 - [INFO] - [E:140| 700]: Train Loss:0.00094551, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:53:47,097 - testrun_4a235016 - [INFO] - [E:140| 800]: Train Loss:0.00094577, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:55:44,130 - testrun_4a235016 - [INFO] - [E:140| 900]: Train Loss:0.00094591, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:57:41,315 - testrun_4a235016 - [INFO] - [E:140| 1000]: Train Loss:0.00094616, Val MRR:0.43247, testrun_4a235016 +2023-06-03 09:59:38,612 - testrun_4a235016 - [INFO] - [E:140| 1100]: Train Loss:0.00094612, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:01:35,733 - testrun_4a235016 - [INFO] - [E:140| 1200]: Train Loss:0.000946, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:03:32,729 - testrun_4a235016 - [INFO] - [E:140| 1300]: Train Loss:0.00094629, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:05:29,985 - testrun_4a235016 - [INFO] - [E:140| 1400]: Train Loss:0.00094628, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:07:27,175 - testrun_4a235016 - [INFO] - [E:140| 1500]: Train Loss:0.00094647, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:09:24,400 - testrun_4a235016 - [INFO] - [E:140| 1600]: Train Loss:0.00094659, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:10:41,102 - testrun_4a235016 - [INFO] - [Epoch:140]: Training Loss:0.0009466 + +2023-06-03 10:10:41,462 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 10:11:23,040 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 10:11:47,120 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 10:12:28,635 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 10:12:52,165 - testrun_4a235016 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.49708, Head : 0.36249, Avg : 0.42978 + +2023-06-03 10:12:52,192 - testrun_4a235016 - [INFO] - [Epoch 140]: Training Loss: 0.00094661, Valid MRR: 0.43247, + + + +2023-06-03 10:12:53,412 - testrun_4a235016 - [INFO] - [E:141| 0]: Train Loss:0.00094099, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:14:50,029 - testrun_4a235016 - [INFO] - [E:141| 100]: Train Loss:0.00094387, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:16:47,129 - testrun_4a235016 - [INFO] - [E:141| 200]: Train Loss:0.0009453, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:18:44,139 - testrun_4a235016 - [INFO] - [E:141| 300]: Train Loss:0.00094524, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:20:41,092 - testrun_4a235016 - [INFO] - [E:141| 400]: Train Loss:0.00094614, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:22:38,258 - testrun_4a235016 - [INFO] - [E:141| 500]: Train Loss:0.00094628, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:24:35,128 - testrun_4a235016 - [INFO] - [E:141| 600]: Train Loss:0.00094582, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:26:32,463 - testrun_4a235016 - [INFO] - [E:141| 700]: Train Loss:0.00094578, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:28:29,788 - testrun_4a235016 - [INFO] - [E:141| 800]: Train Loss:0.00094549, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:30:26,788 - testrun_4a235016 - [INFO] - [E:141| 900]: Train Loss:0.00094575, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:32:23,806 - testrun_4a235016 - [INFO] - [E:141| 1000]: Train Loss:0.0009458, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:34:20,853 - testrun_4a235016 - [INFO] - [E:141| 1100]: Train Loss:0.00094614, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:36:17,718 - testrun_4a235016 - [INFO] - [E:141| 1200]: Train Loss:0.00094623, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:38:14,789 - testrun_4a235016 - [INFO] - [E:141| 1300]: Train Loss:0.0009461, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:40:11,858 - testrun_4a235016 - [INFO] - [E:141| 1400]: Train Loss:0.0009461, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:42:08,612 - testrun_4a235016 - [INFO] - [E:141| 1500]: Train Loss:0.000946, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:44:05,585 - testrun_4a235016 - [INFO] - [E:141| 1600]: Train Loss:0.00094618, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:45:22,015 - testrun_4a235016 - [INFO] - [Epoch:141]: Training Loss:0.0009463 + +2023-06-03 10:45:22,371 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 10:46:03,896 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 10:46:28,029 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 10:47:09,342 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 10:47:32,903 - testrun_4a235016 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.48603, Head : 0.33499, Avg : 0.41051 + +2023-06-03 10:47:32,930 - testrun_4a235016 - [INFO] - [Epoch 141]: Training Loss: 0.0009463, Valid MRR: 0.43247, + + + +2023-06-03 10:47:34,144 - testrun_4a235016 - [INFO] - [E:142| 0]: Train Loss:0.00092538, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:49:30,773 - testrun_4a235016 - [INFO] - [E:142| 100]: Train Loss:0.0009454, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:51:27,661 - testrun_4a235016 - [INFO] - [E:142| 200]: Train Loss:0.00094538, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:53:25,131 - testrun_4a235016 - [INFO] - [E:142| 300]: Train Loss:0.00094473, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:55:22,055 - testrun_4a235016 - [INFO] - [E:142| 400]: Train Loss:0.00094525, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:57:18,877 - testrun_4a235016 - [INFO] - [E:142| 500]: Train Loss:0.00094617, Val MRR:0.43247, testrun_4a235016 +2023-06-03 10:59:15,843 - testrun_4a235016 - [INFO] - [E:142| 600]: Train Loss:0.00094583, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:01:12,871 - testrun_4a235016 - [INFO] - [E:142| 700]: Train Loss:0.00094559, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:03:09,775 - testrun_4a235016 - [INFO] - [E:142| 800]: Train Loss:0.0009461, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:05:06,442 - testrun_4a235016 - [INFO] - [E:142| 900]: Train Loss:0.0009461, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:07:03,647 - testrun_4a235016 - [INFO] - [E:142| 1000]: Train Loss:0.0009463, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:09:00,571 - testrun_4a235016 - [INFO] - [E:142| 1100]: Train Loss:0.00094647, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:10:57,264 - testrun_4a235016 - [INFO] - [E:142| 1200]: Train Loss:0.00094652, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:12:54,105 - testrun_4a235016 - [INFO] - [E:142| 1300]: Train Loss:0.00094676, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:14:50,758 - testrun_4a235016 - [INFO] - [E:142| 1400]: Train Loss:0.00094661, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:16:47,762 - testrun_4a235016 - [INFO] - [E:142| 1500]: Train Loss:0.00094622, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:18:45,028 - testrun_4a235016 - [INFO] - [E:142| 1600]: Train Loss:0.00094616, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:20:01,782 - testrun_4a235016 - [INFO] - [Epoch:142]: Training Loss:0.0009465 + +2023-06-03 11:20:02,163 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 11:20:43,869 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 11:21:07,827 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 11:21:49,363 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 11:22:12,827 - testrun_4a235016 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.49238, Head : 0.34288, Avg : 0.41763 + +2023-06-03 11:22:12,858 - testrun_4a235016 - [INFO] - [Epoch 142]: Training Loss: 0.00094652, Valid MRR: 0.43247, + + + +2023-06-03 11:22:14,060 - testrun_4a235016 - [INFO] - [E:143| 0]: Train Loss:0.00092581, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:24:10,711 - testrun_4a235016 - [INFO] - [E:143| 100]: Train Loss:0.00094437, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:26:07,408 - testrun_4a235016 - [INFO] - [E:143| 200]: Train Loss:0.00094366, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:27:48,212 - testrun_4a235016 - [INFO] - [E:143| 300]: Train Loss:0.00094544, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:29:20,943 - testrun_4a235016 - [INFO] - [E:143| 400]: Train Loss:0.00094487, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:30:53,628 - testrun_4a235016 - [INFO] - [E:143| 500]: Train Loss:0.00094521, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:32:26,348 - testrun_4a235016 - [INFO] - [E:143| 600]: Train Loss:0.00094497, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:33:59,070 - testrun_4a235016 - [INFO] - [E:143| 700]: Train Loss:0.00094543, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:35:31,794 - testrun_4a235016 - [INFO] - [E:143| 800]: Train Loss:0.00094573, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:37:04,539 - testrun_4a235016 - [INFO] - [E:143| 900]: Train Loss:0.00094578, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:38:37,245 - testrun_4a235016 - [INFO] - [E:143| 1000]: Train Loss:0.0009458, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:40:18,736 - testrun_4a235016 - [INFO] - [E:143| 1100]: Train Loss:0.00094592, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:42:16,028 - testrun_4a235016 - [INFO] - [E:143| 1200]: Train Loss:0.00094597, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:44:13,245 - testrun_4a235016 - [INFO] - [E:143| 1300]: Train Loss:0.00094621, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:46:10,727 - testrun_4a235016 - [INFO] - [E:143| 1400]: Train Loss:0.00094585, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:48:07,631 - testrun_4a235016 - [INFO] - [E:143| 1500]: Train Loss:0.00094573, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:50:04,250 - testrun_4a235016 - [INFO] - [E:143| 1600]: Train Loss:0.0009458, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:51:20,406 - testrun_4a235016 - [INFO] - [Epoch:143]: Training Loss:0.000946 + +2023-06-03 11:51:20,951 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 11:52:02,213 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 11:52:25,917 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 11:53:07,357 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 11:53:30,784 - testrun_4a235016 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.49314, Head : 0.33167, Avg : 0.41241 + +2023-06-03 11:53:30,822 - testrun_4a235016 - [INFO] - [Epoch 143]: Training Loss: 0.00094602, Valid MRR: 0.43247, + + + +2023-06-03 11:53:32,098 - testrun_4a235016 - [INFO] - [E:144| 0]: Train Loss:0.0009274, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:55:28,680 - testrun_4a235016 - [INFO] - [E:144| 100]: Train Loss:0.00094493, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:57:25,425 - testrun_4a235016 - [INFO] - [E:144| 200]: Train Loss:0.00094597, Val MRR:0.43247, testrun_4a235016 +2023-06-03 11:59:22,129 - testrun_4a235016 - [INFO] - [E:144| 300]: Train Loss:0.00094589, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:01:18,807 - testrun_4a235016 - [INFO] - [E:144| 400]: Train Loss:0.00094576, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:03:15,663 - testrun_4a235016 - [INFO] - [E:144| 500]: Train Loss:0.00094602, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:05:12,768 - testrun_4a235016 - [INFO] - [E:144| 600]: Train Loss:0.00094538, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:07:09,660 - testrun_4a235016 - [INFO] - [E:144| 700]: Train Loss:0.00094505, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:09:06,927 - testrun_4a235016 - [INFO] - [E:144| 800]: Train Loss:0.00094478, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:11:04,059 - testrun_4a235016 - [INFO] - [E:144| 900]: Train Loss:0.00094501, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:13:01,375 - testrun_4a235016 - [INFO] - [E:144| 1000]: Train Loss:0.00094528, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:14:58,657 - testrun_4a235016 - [INFO] - [E:144| 1100]: Train Loss:0.00094536, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:16:55,919 - testrun_4a235016 - [INFO] - [E:144| 1200]: Train Loss:0.00094534, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:18:52,644 - testrun_4a235016 - [INFO] - [E:144| 1300]: Train Loss:0.00094556, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:20:49,387 - testrun_4a235016 - [INFO] - [E:144| 1400]: Train Loss:0.00094565, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:22:45,643 - testrun_4a235016 - [INFO] - [E:144| 1500]: Train Loss:0.00094559, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:24:42,239 - testrun_4a235016 - [INFO] - [E:144| 1600]: Train Loss:0.00094577, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:25:58,273 - testrun_4a235016 - [INFO] - [Epoch:144]: Training Loss:0.0009456 + +2023-06-03 12:25:58,820 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 12:26:39,935 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 12:27:03,630 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 12:27:44,950 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 12:28:08,464 - testrun_4a235016 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.48535, Head : 0.32916, Avg : 0.40726 + +2023-06-03 12:28:08,491 - testrun_4a235016 - [INFO] - [Epoch 144]: Training Loss: 0.00094564, Valid MRR: 0.43247, + + + +2023-06-03 12:28:09,702 - testrun_4a235016 - [INFO] - [E:145| 0]: Train Loss:0.0009378, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:30:06,210 - testrun_4a235016 - [INFO] - [E:145| 100]: Train Loss:0.00095031, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:32:03,019 - testrun_4a235016 - [INFO] - [E:145| 200]: Train Loss:0.0009475, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:34:00,283 - testrun_4a235016 - [INFO] - [E:145| 300]: Train Loss:0.00094573, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:35:57,715 - testrun_4a235016 - [INFO] - [E:145| 400]: Train Loss:0.00094606, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:37:55,017 - testrun_4a235016 - [INFO] - [E:145| 500]: Train Loss:0.00094585, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:39:52,180 - testrun_4a235016 - [INFO] - [E:145| 600]: Train Loss:0.0009458, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:41:49,420 - testrun_4a235016 - [INFO] - [E:145| 700]: Train Loss:0.00094613, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:43:46,510 - testrun_4a235016 - [INFO] - [E:145| 800]: Train Loss:0.00094615, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:45:43,913 - testrun_4a235016 - [INFO] - [E:145| 900]: Train Loss:0.00094631, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:47:41,137 - testrun_4a235016 - [INFO] - [E:145| 1000]: Train Loss:0.00094643, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:49:38,457 - testrun_4a235016 - [INFO] - [E:145| 1100]: Train Loss:0.00094619, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:51:35,590 - testrun_4a235016 - [INFO] - [E:145| 1200]: Train Loss:0.00094593, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:53:32,894 - testrun_4a235016 - [INFO] - [E:145| 1300]: Train Loss:0.00094581, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:55:30,304 - testrun_4a235016 - [INFO] - [E:145| 1400]: Train Loss:0.00094596, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:57:27,411 - testrun_4a235016 - [INFO] - [E:145| 1500]: Train Loss:0.00094594, Val MRR:0.43247, testrun_4a235016 +2023-06-03 12:59:24,512 - testrun_4a235016 - [INFO] - [E:145| 1600]: Train Loss:0.00094571, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:00:41,250 - testrun_4a235016 - [INFO] - [Epoch:145]: Training Loss:0.0009457 + +2023-06-03 13:00:41,691 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 13:01:23,028 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 13:01:46,960 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 13:02:28,456 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 13:02:52,312 - testrun_4a235016 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.50013, Head : 0.28566, Avg : 0.3929 + +2023-06-03 13:02:52,340 - testrun_4a235016 - [INFO] - [Epoch 145]: Training Loss: 0.00094575, Valid MRR: 0.43247, + + + +2023-06-03 13:02:53,631 - testrun_4a235016 - [INFO] - [E:146| 0]: Train Loss:0.00094369, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:04:50,930 - testrun_4a235016 - [INFO] - [E:146| 100]: Train Loss:0.0009427, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:06:48,219 - testrun_4a235016 - [INFO] - [E:146| 200]: Train Loss:0.00094596, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:08:45,521 - testrun_4a235016 - [INFO] - [E:146| 300]: Train Loss:0.00094774, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:10:42,937 - testrun_4a235016 - [INFO] - [E:146| 400]: Train Loss:0.00094821, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:12:40,338 - testrun_4a235016 - [INFO] - [E:146| 500]: Train Loss:0.00094762, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:14:37,524 - testrun_4a235016 - [INFO] - [E:146| 600]: Train Loss:0.00094724, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:16:34,720 - testrun_4a235016 - [INFO] - [E:146| 700]: Train Loss:0.00094688, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:18:32,144 - testrun_4a235016 - [INFO] - [E:146| 800]: Train Loss:0.00094645, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:20:29,140 - testrun_4a235016 - [INFO] - [E:146| 900]: Train Loss:0.00094668, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:22:26,222 - testrun_4a235016 - [INFO] - [E:146| 1000]: Train Loss:0.00094616, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:24:23,688 - testrun_4a235016 - [INFO] - [E:146| 1100]: Train Loss:0.00094602, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:26:20,705 - testrun_4a235016 - [INFO] - [E:146| 1200]: Train Loss:0.00094638, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:28:18,324 - testrun_4a235016 - [INFO] - [E:146| 1300]: Train Loss:0.00094624, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:30:15,550 - testrun_4a235016 - [INFO] - [E:146| 1400]: Train Loss:0.0009462, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:32:12,721 - testrun_4a235016 - [INFO] - [E:146| 1500]: Train Loss:0.00094585, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:34:10,196 - testrun_4a235016 - [INFO] - [E:146| 1600]: Train Loss:0.00094591, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:35:26,769 - testrun_4a235016 - [INFO] - [Epoch:146]: Training Loss:0.000946 + +2023-06-03 13:35:27,316 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 13:36:08,601 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 13:36:32,500 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 13:37:14,302 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 13:37:38,057 - testrun_4a235016 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.49005, Head : 0.34909, Avg : 0.41957 + +2023-06-03 13:37:38,084 - testrun_4a235016 - [INFO] - [Epoch 146]: Training Loss: 0.00094603, Valid MRR: 0.43247, + + + +2023-06-03 13:37:39,319 - testrun_4a235016 - [INFO] - [E:147| 0]: Train Loss:0.00097662, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:39:12,745 - testrun_4a235016 - [INFO] - [E:147| 100]: Train Loss:0.00094685, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:40:45,525 - testrun_4a235016 - [INFO] - [E:147| 200]: Train Loss:0.00094603, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:42:18,368 - testrun_4a235016 - [INFO] - [E:147| 300]: Train Loss:0.0009471, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:43:51,210 - testrun_4a235016 - [INFO] - [E:147| 400]: Train Loss:0.00094544, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:45:24,104 - testrun_4a235016 - [INFO] - [E:147| 500]: Train Loss:0.0009451, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:46:56,946 - testrun_4a235016 - [INFO] - [E:147| 600]: Train Loss:0.00094493, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:48:29,852 - testrun_4a235016 - [INFO] - [E:147| 700]: Train Loss:0.00094483, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:50:02,673 - testrun_4a235016 - [INFO] - [E:147| 800]: Train Loss:0.00094516, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:51:52,143 - testrun_4a235016 - [INFO] - [E:147| 900]: Train Loss:0.00094533, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:53:49,679 - testrun_4a235016 - [INFO] - [E:147| 1000]: Train Loss:0.00094519, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:55:47,139 - testrun_4a235016 - [INFO] - [E:147| 1100]: Train Loss:0.00094542, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:57:44,601 - testrun_4a235016 - [INFO] - [E:147| 1200]: Train Loss:0.00094514, Val MRR:0.43247, testrun_4a235016 +2023-06-03 13:59:42,004 - testrun_4a235016 - [INFO] - [E:147| 1300]: Train Loss:0.0009451, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:01:39,322 - testrun_4a235016 - [INFO] - [E:147| 1400]: Train Loss:0.00094529, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:03:36,740 - testrun_4a235016 - [INFO] - [E:147| 1500]: Train Loss:0.00094533, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:05:33,770 - testrun_4a235016 - [INFO] - [E:147| 1600]: Train Loss:0.00094557, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:06:50,370 - testrun_4a235016 - [INFO] - [Epoch:147]: Training Loss:0.0009455 + +2023-06-03 14:06:50,753 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 14:07:32,254 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 14:07:56,184 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 14:08:38,076 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 14:09:02,024 - testrun_4a235016 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.49953, Head : 0.30146, Avg : 0.40049 + +2023-06-03 14:09:02,060 - testrun_4a235016 - [INFO] - [Epoch 147]: Training Loss: 0.00094548, Valid MRR: 0.43247, + + + +2023-06-03 14:09:03,356 - testrun_4a235016 - [INFO] - [E:148| 0]: Train Loss:0.00096708, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:11:00,882 - testrun_4a235016 - [INFO] - [E:148| 100]: Train Loss:0.00094391, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:12:58,412 - testrun_4a235016 - [INFO] - [E:148| 200]: Train Loss:0.00094361, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:14:55,945 - testrun_4a235016 - [INFO] - [E:148| 300]: Train Loss:0.00094446, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:16:53,372 - testrun_4a235016 - [INFO] - [E:148| 400]: Train Loss:0.00094402, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:18:50,777 - testrun_4a235016 - [INFO] - [E:148| 500]: Train Loss:0.00094496, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:20:48,135 - testrun_4a235016 - [INFO] - [E:148| 600]: Train Loss:0.00094558, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:22:45,348 - testrun_4a235016 - [INFO] - [E:148| 700]: Train Loss:0.00094578, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:24:42,835 - testrun_4a235016 - [INFO] - [E:148| 800]: Train Loss:0.00094533, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:26:40,384 - testrun_4a235016 - [INFO] - [E:148| 900]: Train Loss:0.00094531, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:28:37,917 - testrun_4a235016 - [INFO] - [E:148| 1000]: Train Loss:0.00094528, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:30:35,232 - testrun_4a235016 - [INFO] - [E:148| 1100]: Train Loss:0.00094513, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:32:32,555 - testrun_4a235016 - [INFO] - [E:148| 1200]: Train Loss:0.0009449, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:34:29,936 - testrun_4a235016 - [INFO] - [E:148| 1300]: Train Loss:0.00094501, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:36:27,334 - testrun_4a235016 - [INFO] - [E:148| 1400]: Train Loss:0.00094501, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:38:24,470 - testrun_4a235016 - [INFO] - [E:148| 1500]: Train Loss:0.00094499, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:40:21,713 - testrun_4a235016 - [INFO] - [E:148| 1600]: Train Loss:0.0009451, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:41:38,076 - testrun_4a235016 - [INFO] - [Epoch:148]: Training Loss:0.0009452 + +2023-06-03 14:41:38,533 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 14:42:19,991 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 14:42:43,994 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 14:43:25,747 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 14:43:49,693 - testrun_4a235016 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.4968, Head : 0.3543, Avg : 0.42555 + +2023-06-03 14:43:49,722 - testrun_4a235016 - [INFO] - [Epoch 148]: Training Loss: 0.00094523, Valid MRR: 0.43247, + + + +2023-06-03 14:43:50,943 - testrun_4a235016 - [INFO] - [E:149| 0]: Train Loss:0.00094341, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:45:48,464 - testrun_4a235016 - [INFO] - [E:149| 100]: Train Loss:0.00094282, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:47:45,760 - testrun_4a235016 - [INFO] - [E:149| 200]: Train Loss:0.00094551, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:49:43,585 - testrun_4a235016 - [INFO] - [E:149| 300]: Train Loss:0.00094666, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:51:41,018 - testrun_4a235016 - [INFO] - [E:149| 400]: Train Loss:0.00094569, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:53:38,556 - testrun_4a235016 - [INFO] - [E:149| 500]: Train Loss:0.0009454, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:55:35,744 - testrun_4a235016 - [INFO] - [E:149| 600]: Train Loss:0.0009454, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:57:33,113 - testrun_4a235016 - [INFO] - [E:149| 700]: Train Loss:0.0009455, Val MRR:0.43247, testrun_4a235016 +2023-06-03 14:59:30,373 - testrun_4a235016 - [INFO] - [E:149| 800]: Train Loss:0.00094544, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:01:27,830 - testrun_4a235016 - [INFO] - [E:149| 900]: Train Loss:0.00094523, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:03:25,262 - testrun_4a235016 - [INFO] - [E:149| 1000]: Train Loss:0.00094529, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:05:22,725 - testrun_4a235016 - [INFO] - [E:149| 1100]: Train Loss:0.00094506, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:07:20,216 - testrun_4a235016 - [INFO] - [E:149| 1200]: Train Loss:0.00094526, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:09:17,464 - testrun_4a235016 - [INFO] - [E:149| 1300]: Train Loss:0.00094528, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:11:14,016 - testrun_4a235016 - [INFO] - [E:149| 1400]: Train Loss:0.00094529, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:13:09,969 - testrun_4a235016 - [INFO] - [E:149| 1500]: Train Loss:0.00094525, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:15:05,510 - testrun_4a235016 - [INFO] - [E:149| 1600]: Train Loss:0.00094506, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:16:21,225 - testrun_4a235016 - [INFO] - [Epoch:149]: Training Loss:0.0009449 + +2023-06-03 15:16:21,660 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 15:17:02,598 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 15:17:26,431 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 15:18:07,667 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 15:18:31,268 - testrun_4a235016 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.50135, Head : 0.31518, Avg : 0.40826 + MR: Tail : 931.85, Head : 980.37, Avg : 956.11 + Hit-1: Tail : 0.42374, Head : 0.20695, Avg : 0.31535 + Hit-3: Tail : 0.54869, Head : 0.38124, Avg : 0.46496 + Hit-10: Tail : 0.6439, Head : 0.51465, Avg : 0.57928 +2023-06-03 15:18:31,302 - testrun_4a235016 - [INFO] - [Epoch 149]: Training Loss: 0.00094493, Valid MRR: 0.43247, + + + +2023-06-03 15:18:32,481 - testrun_4a235016 - [INFO] - [E:150| 0]: Train Loss:0.00093202, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:20:28,723 - testrun_4a235016 - [INFO] - [E:150| 100]: Train Loss:0.00094257, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:22:25,557 - testrun_4a235016 - [INFO] - [E:150| 200]: Train Loss:0.00094215, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:24:22,501 - testrun_4a235016 - [INFO] - [E:150| 300]: Train Loss:0.00094308, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:26:19,243 - testrun_4a235016 - [INFO] - [E:150| 400]: Train Loss:0.00094376, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:27:35,862 - testrun_4a235016 - [INFO] - [E:150| 500]: Train Loss:0.00094404, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:28:40,022 - testrun_4a235016 - [INFO] - [E:150| 600]: Train Loss:0.0009437, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:29:44,319 - testrun_4a235016 - [INFO] - [E:150| 700]: Train Loss:0.00094407, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:30:48,788 - testrun_4a235016 - [INFO] - [E:150| 800]: Train Loss:0.00094399, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:31:53,765 - testrun_4a235016 - [INFO] - [E:150| 900]: Train Loss:0.00094382, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:32:58,059 - testrun_4a235016 - [INFO] - [E:150| 1000]: Train Loss:0.00094397, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:34:02,242 - testrun_4a235016 - [INFO] - [E:150| 1100]: Train Loss:0.00094422, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:35:06,509 - testrun_4a235016 - [INFO] - [E:150| 1200]: Train Loss:0.00094441, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:36:10,853 - testrun_4a235016 - [INFO] - [E:150| 1300]: Train Loss:0.0009443, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:37:15,332 - testrun_4a235016 - [INFO] - [E:150| 1400]: Train Loss:0.00094464, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:38:29,226 - testrun_4a235016 - [INFO] - [E:150| 1500]: Train Loss:0.00094457, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:39:33,597 - testrun_4a235016 - [INFO] - [E:150| 1600]: Train Loss:0.0009446, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:40:15,605 - testrun_4a235016 - [INFO] - [Epoch:150]: Training Loss:0.0009447 + +2023-06-03 15:40:15,851 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 15:40:37,484 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 15:40:50,022 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 15:41:11,849 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 15:41:24,704 - testrun_4a235016 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.49354, Head : 0.28976, Avg : 0.39165 + +2023-06-03 15:41:24,732 - testrun_4a235016 - [INFO] - [Epoch 150]: Training Loss: 0.00094469, Valid MRR: 0.43247, + + + +2023-06-03 15:41:25,589 - testrun_4a235016 - [INFO] - [E:151| 0]: Train Loss:0.00093565, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:43:26,277 - testrun_4a235016 - [INFO] - [E:151| 100]: Train Loss:0.00094576, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:44:31,594 - testrun_4a235016 - [INFO] - [E:151| 200]: Train Loss:0.00094623, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:45:35,881 - testrun_4a235016 - [INFO] - [E:151| 300]: Train Loss:0.00094458, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:46:40,145 - testrun_4a235016 - [INFO] - [E:151| 400]: Train Loss:0.00094444, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:47:44,998 - testrun_4a235016 - [INFO] - [E:151| 500]: Train Loss:0.00094433, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:48:49,151 - testrun_4a235016 - [INFO] - [E:151| 600]: Train Loss:0.00094428, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:49:53,334 - testrun_4a235016 - [INFO] - [E:151| 700]: Train Loss:0.00094411, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:50:57,795 - testrun_4a235016 - [INFO] - [E:151| 800]: Train Loss:0.00094354, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:52:02,056 - testrun_4a235016 - [INFO] - [E:151| 900]: Train Loss:0.00094383, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:53:06,518 - testrun_4a235016 - [INFO] - [E:151| 1000]: Train Loss:0.00094388, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:54:41,737 - testrun_4a235016 - [INFO] - [E:151| 1100]: Train Loss:0.00094399, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:56:46,398 - testrun_4a235016 - [INFO] - [E:151| 1200]: Train Loss:0.00094415, Val MRR:0.43247, testrun_4a235016 +2023-06-03 15:58:51,804 - testrun_4a235016 - [INFO] - [E:151| 1300]: Train Loss:0.00094418, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:00:57,217 - testrun_4a235016 - [INFO] - [E:151| 1400]: Train Loss:0.00094425, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:03:02,652 - testrun_4a235016 - [INFO] - [E:151| 1500]: Train Loss:0.00094437, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:05:07,882 - testrun_4a235016 - [INFO] - [E:151| 1600]: Train Loss:0.00094448, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:06:29,794 - testrun_4a235016 - [INFO] - [Epoch:151]: Training Loss:0.0009445 + +2023-06-03 16:06:30,359 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 16:07:14,633 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 16:07:40,531 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 16:08:25,455 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 16:08:51,012 - testrun_4a235016 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.49228, Head : 0.33188, Avg : 0.41208 + +2023-06-03 16:08:51,041 - testrun_4a235016 - [INFO] - [Epoch 151]: Training Loss: 0.00094446, Valid MRR: 0.43247, + + + +2023-06-03 16:08:52,308 - testrun_4a235016 - [INFO] - [E:152| 0]: Train Loss:0.00094719, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:10:57,958 - testrun_4a235016 - [INFO] - [E:152| 100]: Train Loss:0.00094579, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:12:46,106 - testrun_4a235016 - [INFO] - [E:152| 200]: Train Loss:0.00094315, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:14:13,689 - testrun_4a235016 - [INFO] - [E:152| 300]: Train Loss:0.00094479, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:15:54,736 - testrun_4a235016 - [INFO] - [E:152| 400]: Train Loss:0.00094492, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:17:58,973 - testrun_4a235016 - [INFO] - [E:152| 500]: Train Loss:0.00094466, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:20:02,962 - testrun_4a235016 - [INFO] - [E:152| 600]: Train Loss:0.00094426, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:22:06,511 - testrun_4a235016 - [INFO] - [E:152| 700]: Train Loss:0.00094436, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:24:10,460 - testrun_4a235016 - [INFO] - [E:152| 800]: Train Loss:0.00094401, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:26:14,477 - testrun_4a235016 - [INFO] - [E:152| 900]: Train Loss:0.00094442, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:28:18,341 - testrun_4a235016 - [INFO] - [E:152| 1000]: Train Loss:0.00094441, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:30:22,326 - testrun_4a235016 - [INFO] - [E:152| 1100]: Train Loss:0.0009444, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:32:26,040 - testrun_4a235016 - [INFO] - [E:152| 1200]: Train Loss:0.00094443, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:34:22,402 - testrun_4a235016 - [INFO] - [E:152| 1300]: Train Loss:0.00094468, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:35:59,195 - testrun_4a235016 - [INFO] - [E:152| 1400]: Train Loss:0.00094458, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:38:00,918 - testrun_4a235016 - [INFO] - [E:152| 1500]: Train Loss:0.0009447, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:40:04,922 - testrun_4a235016 - [INFO] - [E:152| 1600]: Train Loss:0.00094475, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:41:25,995 - testrun_4a235016 - [INFO] - [Epoch:152]: Training Loss:0.0009447 + +2023-06-03 16:41:26,405 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 16:42:10,445 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 16:42:36,107 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 16:43:20,600 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 16:43:45,974 - testrun_4a235016 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.49354, Head : 0.32368, Avg : 0.40861 + +2023-06-03 16:43:46,014 - testrun_4a235016 - [INFO] - [Epoch 152]: Training Loss: 0.00094474, Valid MRR: 0.43247, + + + +2023-06-03 16:43:47,362 - testrun_4a235016 - [INFO] - [E:153| 0]: Train Loss:0.0009371, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:45:51,731 - testrun_4a235016 - [INFO] - [E:153| 100]: Train Loss:0.00094415, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:47:55,798 - testrun_4a235016 - [INFO] - [E:153| 200]: Train Loss:0.00094388, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:50:00,433 - testrun_4a235016 - [INFO] - [E:153| 300]: Train Loss:0.00094471, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:52:05,054 - testrun_4a235016 - [INFO] - [E:153| 400]: Train Loss:0.00094392, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:54:09,482 - testrun_4a235016 - [INFO] - [E:153| 500]: Train Loss:0.00094404, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:55:51,844 - testrun_4a235016 - [INFO] - [E:153| 600]: Train Loss:0.00094415, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:57:21,848 - testrun_4a235016 - [INFO] - [E:153| 700]: Train Loss:0.00094404, Val MRR:0.43247, testrun_4a235016 +2023-06-03 16:59:25,587 - testrun_4a235016 - [INFO] - [E:153| 800]: Train Loss:0.00094399, Val MRR:0.43247, testrun_4a235016 +2023-06-03 17:01:29,406 - testrun_4a235016 - [INFO] - [E:153| 900]: Train Loss:0.0009438, Val MRR:0.43247, testrun_4a235016 +2023-06-03 17:03:33,248 - testrun_4a235016 - [INFO] - [E:153| 1000]: Train Loss:0.00094422, Val MRR:0.43247, testrun_4a235016 +2023-06-03 17:05:37,312 - testrun_4a235016 - [INFO] - [E:153| 1100]: Train Loss:0.00094432, Val MRR:0.43247, testrun_4a235016 +2023-06-03 17:07:41,283 - testrun_4a235016 - [INFO] - [E:153| 1200]: Train Loss:0.00094439, Val MRR:0.43247, testrun_4a235016 +2023-06-03 17:09:45,405 - testrun_4a235016 - [INFO] - [E:153| 1300]: Train Loss:0.00094457, Val MRR:0.43247, testrun_4a235016 +2023-06-03 17:11:49,310 - testrun_4a235016 - [INFO] - [E:153| 1400]: Train Loss:0.00094466, Val MRR:0.43247, testrun_4a235016 +2023-06-03 17:13:53,013 - testrun_4a235016 - [INFO] - [E:153| 1500]: Train Loss:0.00094459, Val MRR:0.43247, testrun_4a235016 +2023-06-03 17:15:57,092 - testrun_4a235016 - [INFO] - [E:153| 1600]: Train Loss:0.00094452, Val MRR:0.43247, testrun_4a235016 +2023-06-03 17:17:05,581 - testrun_4a235016 - [INFO] - [Epoch:153]: Training Loss:0.0009446 + +2023-06-03 17:17:05,899 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 17:17:40,293 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 17:18:00,283 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 17:18:41,734 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 17:19:07,178 - testrun_4a235016 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.50269, Head : 0.36296, Avg : 0.43283 + +2023-06-03 17:19:10,948 - testrun_4a235016 - [INFO] - [Epoch 153]: Training Loss: 0.00094464, Valid MRR: 0.43283, + + + +2023-06-03 17:19:12,250 - testrun_4a235016 - [INFO] - [E:154| 0]: Train Loss:0.00093379, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:21:17,883 - testrun_4a235016 - [INFO] - [E:154| 100]: Train Loss:0.00094469, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:23:23,505 - testrun_4a235016 - [INFO] - [E:154| 200]: Train Loss:0.00094512, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:25:29,205 - testrun_4a235016 - [INFO] - [E:154| 300]: Train Loss:0.00094469, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:27:34,910 - testrun_4a235016 - [INFO] - [E:154| 400]: Train Loss:0.00094421, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:29:40,458 - testrun_4a235016 - [INFO] - [E:154| 500]: Train Loss:0.00094393, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:31:46,048 - testrun_4a235016 - [INFO] - [E:154| 600]: Train Loss:0.00094387, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:33:51,583 - testrun_4a235016 - [INFO] - [E:154| 700]: Train Loss:0.00094385, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:35:57,211 - testrun_4a235016 - [INFO] - [E:154| 800]: Train Loss:0.00094441, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:37:40,132 - testrun_4a235016 - [INFO] - [E:154| 900]: Train Loss:0.00094441, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:39:08,948 - testrun_4a235016 - [INFO] - [E:154| 1000]: Train Loss:0.00094417, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:41:11,614 - testrun_4a235016 - [INFO] - [E:154| 1100]: Train Loss:0.00094421, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:43:17,193 - testrun_4a235016 - [INFO] - [E:154| 1200]: Train Loss:0.00094424, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:45:22,885 - testrun_4a235016 - [INFO] - [E:154| 1300]: Train Loss:0.00094443, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:47:28,653 - testrun_4a235016 - [INFO] - [E:154| 1400]: Train Loss:0.00094428, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:49:34,218 - testrun_4a235016 - [INFO] - [E:154| 1500]: Train Loss:0.00094415, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:51:39,834 - testrun_4a235016 - [INFO] - [E:154| 1600]: Train Loss:0.00094413, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:53:01,857 - testrun_4a235016 - [INFO] - [Epoch:154]: Training Loss:0.0009442 + +2023-06-03 17:53:02,266 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 17:53:46,913 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 17:54:12,724 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 17:54:57,776 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 17:55:23,376 - testrun_4a235016 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.49171, Head : 0.31409, Avg : 0.4029 + +2023-06-03 17:55:23,413 - testrun_4a235016 - [INFO] - [Epoch 154]: Training Loss: 0.00094421, Valid MRR: 0.43283, + + + +2023-06-03 17:55:24,732 - testrun_4a235016 - [INFO] - [E:155| 0]: Train Loss:0.00092272, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:57:30,144 - testrun_4a235016 - [INFO] - [E:155| 100]: Train Loss:0.00094007, Val MRR:0.43283, testrun_4a235016 +2023-06-03 17:59:04,646 - testrun_4a235016 - [INFO] - [E:155| 200]: Train Loss:0.00094142, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:00:38,360 - testrun_4a235016 - [INFO] - [E:155| 300]: Train Loss:0.00094221, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:02:43,901 - testrun_4a235016 - [INFO] - [E:155| 400]: Train Loss:0.00094319, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:04:49,586 - testrun_4a235016 - [INFO] - [E:155| 500]: Train Loss:0.00094295, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:06:55,196 - testrun_4a235016 - [INFO] - [E:155| 600]: Train Loss:0.00094303, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:09:01,017 - testrun_4a235016 - [INFO] - [E:155| 700]: Train Loss:0.00094279, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:11:06,517 - testrun_4a235016 - [INFO] - [E:155| 800]: Train Loss:0.00094393, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:13:12,190 - testrun_4a235016 - [INFO] - [E:155| 900]: Train Loss:0.00094419, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:15:17,860 - testrun_4a235016 - [INFO] - [E:155| 1000]: Train Loss:0.00094417, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:17:23,455 - testrun_4a235016 - [INFO] - [E:155| 1100]: Train Loss:0.00094439, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:19:18,930 - testrun_4a235016 - [INFO] - [E:155| 1200]: Train Loss:0.00094457, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:20:47,570 - testrun_4a235016 - [INFO] - [E:155| 1300]: Train Loss:0.00094448, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:22:37,550 - testrun_4a235016 - [INFO] - [E:155| 1400]: Train Loss:0.00094427, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:24:43,184 - testrun_4a235016 - [INFO] - [E:155| 1500]: Train Loss:0.00094435, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:26:48,800 - testrun_4a235016 - [INFO] - [E:155| 1600]: Train Loss:0.00094437, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:28:10,838 - testrun_4a235016 - [INFO] - [Epoch:155]: Training Loss:0.0009442 + +2023-06-03 18:28:11,424 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 18:28:55,948 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 18:29:21,886 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 18:30:06,792 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 18:30:32,277 - testrun_4a235016 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.49038, Head : 0.32876, Avg : 0.40957 + +2023-06-03 18:30:32,317 - testrun_4a235016 - [INFO] - [Epoch 155]: Training Loss: 0.00094425, Valid MRR: 0.43283, + + + +2023-06-03 18:30:33,640 - testrun_4a235016 - [INFO] - [E:156| 0]: Train Loss:0.00092346, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:32:39,295 - testrun_4a235016 - [INFO] - [E:156| 100]: Train Loss:0.00094395, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:34:44,926 - testrun_4a235016 - [INFO] - [E:156| 200]: Train Loss:0.00094401, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:36:50,556 - testrun_4a235016 - [INFO] - [E:156| 300]: Train Loss:0.00094423, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:38:56,375 - testrun_4a235016 - [INFO] - [E:156| 400]: Train Loss:0.00094354, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:40:43,112 - testrun_4a235016 - [INFO] - [E:156| 500]: Train Loss:0.00094409, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:42:11,490 - testrun_4a235016 - [INFO] - [E:156| 600]: Train Loss:0.0009434, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:44:10,081 - testrun_4a235016 - [INFO] - [E:156| 700]: Train Loss:0.00094325, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:46:15,837 - testrun_4a235016 - [INFO] - [E:156| 800]: Train Loss:0.00094369, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:48:21,484 - testrun_4a235016 - [INFO] - [E:156| 900]: Train Loss:0.00094369, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:50:27,076 - testrun_4a235016 - [INFO] - [E:156| 1000]: Train Loss:0.00094355, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:52:32,619 - testrun_4a235016 - [INFO] - [E:156| 1100]: Train Loss:0.00094319, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:54:38,144 - testrun_4a235016 - [INFO] - [E:156| 1200]: Train Loss:0.00094331, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:56:43,772 - testrun_4a235016 - [INFO] - [E:156| 1300]: Train Loss:0.00094347, Val MRR:0.43283, testrun_4a235016 +2023-06-03 18:58:49,400 - testrun_4a235016 - [INFO] - [E:156| 1400]: Train Loss:0.00094364, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:00:54,927 - testrun_4a235016 - [INFO] - [E:156| 1500]: Train Loss:0.00094355, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:02:25,499 - testrun_4a235016 - [INFO] - [E:156| 1600]: Train Loss:0.00094383, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:03:23,382 - testrun_4a235016 - [INFO] - [Epoch:156]: Training Loss:0.0009439 + +2023-06-03 19:03:23,742 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 19:04:03,882 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 19:04:29,646 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 19:05:14,682 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 19:05:40,152 - testrun_4a235016 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.48658, Head : 0.32911, Avg : 0.40784 + +2023-06-03 19:05:40,195 - testrun_4a235016 - [INFO] - [Epoch 156]: Training Loss: 0.00094386, Valid MRR: 0.43283, + + + +2023-06-03 19:05:41,555 - testrun_4a235016 - [INFO] - [E:157| 0]: Train Loss:0.00092749, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:07:47,022 - testrun_4a235016 - [INFO] - [E:157| 100]: Train Loss:0.000944, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:09:52,582 - testrun_4a235016 - [INFO] - [E:157| 200]: Train Loss:0.00094079, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:11:58,214 - testrun_4a235016 - [INFO] - [E:157| 300]: Train Loss:0.00094211, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:14:03,911 - testrun_4a235016 - [INFO] - [E:157| 400]: Train Loss:0.00094218, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:16:09,438 - testrun_4a235016 - [INFO] - [E:157| 500]: Train Loss:0.00094235, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:18:15,054 - testrun_4a235016 - [INFO] - [E:157| 600]: Train Loss:0.00094293, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:20:20,650 - testrun_4a235016 - [INFO] - [E:157| 700]: Train Loss:0.00094306, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:22:20,404 - testrun_4a235016 - [INFO] - [E:157| 800]: Train Loss:0.00094326, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:23:49,101 - testrun_4a235016 - [INFO] - [E:157| 900]: Train Loss:0.00094304, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:25:35,045 - testrun_4a235016 - [INFO] - [E:157| 1000]: Train Loss:0.00094347, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:27:40,662 - testrun_4a235016 - [INFO] - [E:157| 1100]: Train Loss:0.00094385, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:29:46,357 - testrun_4a235016 - [INFO] - [E:157| 1200]: Train Loss:0.00094386, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:31:51,893 - testrun_4a235016 - [INFO] - [E:157| 1300]: Train Loss:0.00094383, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:33:57,094 - testrun_4a235016 - [INFO] - [E:157| 1400]: Train Loss:0.00094372, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:36:02,639 - testrun_4a235016 - [INFO] - [E:157| 1500]: Train Loss:0.00094383, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:38:08,230 - testrun_4a235016 - [INFO] - [E:157| 1600]: Train Loss:0.00094385, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:39:30,089 - testrun_4a235016 - [INFO] - [Epoch:157]: Training Loss:0.0009436 + +2023-06-03 19:39:30,669 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 19:40:15,329 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 19:40:41,218 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 19:41:26,106 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 19:41:51,693 - testrun_4a235016 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.49492, Head : 0.2879, Avg : 0.39141 + +2023-06-03 19:41:51,738 - testrun_4a235016 - [INFO] - [Epoch 157]: Training Loss: 0.00094362, Valid MRR: 0.43283, + + + +2023-06-03 19:41:53,075 - testrun_4a235016 - [INFO] - [E:158| 0]: Train Loss:0.00092956, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:43:44,706 - testrun_4a235016 - [INFO] - [E:158| 100]: Train Loss:0.00094518, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:45:13,211 - testrun_4a235016 - [INFO] - [E:158| 200]: Train Loss:0.00094422, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:47:07,204 - testrun_4a235016 - [INFO] - [E:158| 300]: Train Loss:0.00094311, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:49:12,971 - testrun_4a235016 - [INFO] - [E:158| 400]: Train Loss:0.00094382, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:51:18,378 - testrun_4a235016 - [INFO] - [E:158| 500]: Train Loss:0.00094375, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:53:24,022 - testrun_4a235016 - [INFO] - [E:158| 600]: Train Loss:0.00094398, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:55:29,764 - testrun_4a235016 - [INFO] - [E:158| 700]: Train Loss:0.00094385, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:57:35,383 - testrun_4a235016 - [INFO] - [E:158| 800]: Train Loss:0.00094344, Val MRR:0.43283, testrun_4a235016 +2023-06-03 19:59:40,883 - testrun_4a235016 - [INFO] - [E:158| 900]: Train Loss:0.000944, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:01:46,603 - testrun_4a235016 - [INFO] - [E:158| 1000]: Train Loss:0.00094403, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:03:52,201 - testrun_4a235016 - [INFO] - [E:158| 1100]: Train Loss:0.00094396, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:05:27,563 - testrun_4a235016 - [INFO] - [E:158| 1200]: Train Loss:0.00094404, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:07:00,260 - testrun_4a235016 - [INFO] - [E:158| 1300]: Train Loss:0.00094397, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:09:05,861 - testrun_4a235016 - [INFO] - [E:158| 1400]: Train Loss:0.00094409, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:11:11,607 - testrun_4a235016 - [INFO] - [E:158| 1500]: Train Loss:0.00094392, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:13:17,216 - testrun_4a235016 - [INFO] - [E:158| 1600]: Train Loss:0.00094373, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:14:39,339 - testrun_4a235016 - [INFO] - [Epoch:158]: Training Loss:0.0009438 + +2023-06-03 20:14:39,903 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 20:15:24,480 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 20:15:50,408 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 20:16:35,490 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 20:17:01,020 - testrun_4a235016 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.49171, Head : 0.32526, Avg : 0.40849 + +2023-06-03 20:17:01,059 - testrun_4a235016 - [INFO] - [Epoch 158]: Training Loss: 0.00094381, Valid MRR: 0.43283, + + + +2023-06-03 20:17:02,385 - testrun_4a235016 - [INFO] - [E:159| 0]: Train Loss:0.00093392, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:19:08,048 - testrun_4a235016 - [INFO] - [E:159| 100]: Train Loss:0.00094344, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:21:13,740 - testrun_4a235016 - [INFO] - [E:159| 200]: Train Loss:0.00094206, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:23:19,238 - testrun_4a235016 - [INFO] - [E:159| 300]: Train Loss:0.00094291, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:25:22,846 - testrun_4a235016 - [INFO] - [E:159| 400]: Train Loss:0.00094274, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:26:51,343 - testrun_4a235016 - [INFO] - [E:159| 500]: Train Loss:0.00094255, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:28:31,532 - testrun_4a235016 - [INFO] - [E:159| 600]: Train Loss:0.00094192, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:30:37,174 - testrun_4a235016 - [INFO] - [E:159| 700]: Train Loss:0.00094243, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:32:43,009 - testrun_4a235016 - [INFO] - [E:159| 800]: Train Loss:0.00094238, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:34:48,666 - testrun_4a235016 - [INFO] - [E:159| 900]: Train Loss:0.00094242, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:36:54,158 - testrun_4a235016 - [INFO] - [E:159| 1000]: Train Loss:0.00094277, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:38:59,705 - testrun_4a235016 - [INFO] - [E:159| 1100]: Train Loss:0.00094302, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:41:05,420 - testrun_4a235016 - [INFO] - [E:159| 1200]: Train Loss:0.00094312, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:43:11,062 - testrun_4a235016 - [INFO] - [E:159| 1300]: Train Loss:0.00094318, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:45:16,616 - testrun_4a235016 - [INFO] - [E:159| 1400]: Train Loss:0.00094304, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:47:05,156 - testrun_4a235016 - [INFO] - [E:159| 1500]: Train Loss:0.00094324, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:48:33,292 - testrun_4a235016 - [INFO] - [E:159| 1600]: Train Loss:0.00094337, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:49:45,307 - testrun_4a235016 - [INFO] - [Epoch:159]: Training Loss:0.0009433 + +2023-06-03 20:49:45,745 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 20:50:30,487 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 20:50:56,312 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 20:51:41,224 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 20:52:06,930 - testrun_4a235016 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.4959, Head : 0.35365, Avg : 0.42477 + MR: Tail : 969.91, Head : 954.52, Avg : 962.21 + Hit-1: Tail : 0.41543, Head : 0.25871, Avg : 0.33707 + Hit-3: Tail : 0.54394, Head : 0.39559, Avg : 0.46976 + Hit-10: Tail : 0.64242, Head : 0.52944, Avg : 0.58593 +2023-06-03 20:52:06,968 - testrun_4a235016 - [INFO] - [Epoch 159]: Training Loss: 0.00094326, Valid MRR: 0.43283, + + + +2023-06-03 20:52:08,272 - testrun_4a235016 - [INFO] - [E:160| 0]: Train Loss:0.00099019, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:54:14,004 - testrun_4a235016 - [INFO] - [E:160| 100]: Train Loss:0.00094247, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:56:19,587 - testrun_4a235016 - [INFO] - [E:160| 200]: Train Loss:0.00094195, Val MRR:0.43283, testrun_4a235016 +2023-06-03 20:58:25,332 - testrun_4a235016 - [INFO] - [E:160| 300]: Train Loss:0.00094241, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:00:30,819 - testrun_4a235016 - [INFO] - [E:160| 400]: Train Loss:0.00094209, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:02:36,343 - testrun_4a235016 - [INFO] - [E:160| 500]: Train Loss:0.00094319, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:04:41,947 - testrun_4a235016 - [INFO] - [E:160| 600]: Train Loss:0.00094314, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:06:47,519 - testrun_4a235016 - [INFO] - [E:160| 700]: Train Loss:0.00094318, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:08:28,020 - testrun_4a235016 - [INFO] - [E:160| 800]: Train Loss:0.00094312, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:09:56,321 - testrun_4a235016 - [INFO] - [E:160| 900]: Train Loss:0.00094275, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:11:59,858 - testrun_4a235016 - [INFO] - [E:160| 1000]: Train Loss:0.00094259, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:14:05,373 - testrun_4a235016 - [INFO] - [E:160| 1100]: Train Loss:0.00094275, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:16:10,996 - testrun_4a235016 - [INFO] - [E:160| 1200]: Train Loss:0.0009426, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:18:16,587 - testrun_4a235016 - [INFO] - [E:160| 1300]: Train Loss:0.00094285, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:20:22,268 - testrun_4a235016 - [INFO] - [E:160| 1400]: Train Loss:0.00094312, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:22:28,155 - testrun_4a235016 - [INFO] - [E:160| 1500]: Train Loss:0.00094311, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:24:33,898 - testrun_4a235016 - [INFO] - [E:160| 1600]: Train Loss:0.00094319, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:25:56,099 - testrun_4a235016 - [INFO] - [Epoch:160]: Training Loss:0.000943 + +2023-06-03 21:25:56,638 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 21:26:41,263 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 21:27:07,292 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 21:27:52,157 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 21:28:17,731 - testrun_4a235016 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.48529, Head : 0.34543, Avg : 0.41536 + +2023-06-03 21:28:17,773 - testrun_4a235016 - [INFO] - [Epoch 160]: Training Loss: 0.00094299, Valid MRR: 0.43283, + + + +2023-06-03 21:28:19,122 - testrun_4a235016 - [INFO] - [E:161| 0]: Train Loss:0.00094476, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:29:52,031 - testrun_4a235016 - [INFO] - [E:161| 100]: Train Loss:0.00094186, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:31:25,819 - testrun_4a235016 - [INFO] - [E:161| 200]: Train Loss:0.00094414, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:33:31,371 - testrun_4a235016 - [INFO] - [E:161| 300]: Train Loss:0.00094327, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:35:37,031 - testrun_4a235016 - [INFO] - [E:161| 400]: Train Loss:0.00094289, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:37:42,733 - testrun_4a235016 - [INFO] - [E:161| 500]: Train Loss:0.00094291, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:39:48,445 - testrun_4a235016 - [INFO] - [E:161| 600]: Train Loss:0.00094326, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:41:53,944 - testrun_4a235016 - [INFO] - [E:161| 700]: Train Loss:0.00094272, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:43:59,637 - testrun_4a235016 - [INFO] - [E:161| 800]: Train Loss:0.00094293, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:46:05,235 - testrun_4a235016 - [INFO] - [E:161| 900]: Train Loss:0.00094314, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:48:10,937 - testrun_4a235016 - [INFO] - [E:161| 1000]: Train Loss:0.00094351, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:50:05,756 - testrun_4a235016 - [INFO] - [E:161| 1100]: Train Loss:0.00094327, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:51:33,755 - testrun_4a235016 - [INFO] - [E:161| 1200]: Train Loss:0.00094311, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:53:22,977 - testrun_4a235016 - [INFO] - [E:161| 1300]: Train Loss:0.00094328, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:55:28,736 - testrun_4a235016 - [INFO] - [E:161| 1400]: Train Loss:0.00094323, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:57:34,280 - testrun_4a235016 - [INFO] - [E:161| 1500]: Train Loss:0.00094325, Val MRR:0.43283, testrun_4a235016 +2023-06-03 21:59:39,877 - testrun_4a235016 - [INFO] - [E:161| 1600]: Train Loss:0.00094309, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:01:01,805 - testrun_4a235016 - [INFO] - [Epoch:161]: Training Loss:0.0009431 + +2023-06-03 22:01:02,375 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 22:01:47,039 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 22:02:12,992 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 22:02:57,954 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 22:03:23,537 - testrun_4a235016 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.4999, Head : 0.33181, Avg : 0.41586 + +2023-06-03 22:03:23,575 - testrun_4a235016 - [INFO] - [Epoch 161]: Training Loss: 0.00094311, Valid MRR: 0.43283, + + + +2023-06-03 22:03:24,928 - testrun_4a235016 - [INFO] - [E:162| 0]: Train Loss:0.00094076, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:05:30,661 - testrun_4a235016 - [INFO] - [E:162| 100]: Train Loss:0.00094503, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:07:36,231 - testrun_4a235016 - [INFO] - [E:162| 200]: Train Loss:0.00094301, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:09:42,145 - testrun_4a235016 - [INFO] - [E:162| 300]: Train Loss:0.00094372, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:11:28,745 - testrun_4a235016 - [INFO] - [E:162| 400]: Train Loss:0.00094289, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:12:57,130 - testrun_4a235016 - [INFO] - [E:162| 500]: Train Loss:0.00094266, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:14:54,493 - testrun_4a235016 - [INFO] - [E:162| 600]: Train Loss:0.00094301, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:17:00,293 - testrun_4a235016 - [INFO] - [E:162| 700]: Train Loss:0.0009433, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:19:05,902 - testrun_4a235016 - [INFO] - [E:162| 800]: Train Loss:0.00094283, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:21:11,745 - testrun_4a235016 - [INFO] - [E:162| 900]: Train Loss:0.00094259, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:23:17,380 - testrun_4a235016 - [INFO] - [E:162| 1000]: Train Loss:0.00094256, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:25:22,972 - testrun_4a235016 - [INFO] - [E:162| 1100]: Train Loss:0.000943, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:27:28,569 - testrun_4a235016 - [INFO] - [E:162| 1200]: Train Loss:0.00094256, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:29:34,174 - testrun_4a235016 - [INFO] - [E:162| 1300]: Train Loss:0.00094233, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:31:39,853 - testrun_4a235016 - [INFO] - [E:162| 1400]: Train Loss:0.00094244, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:33:11,075 - testrun_4a235016 - [INFO] - [E:162| 1500]: Train Loss:0.00094263, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:34:46,363 - testrun_4a235016 - [INFO] - [E:162| 1600]: Train Loss:0.00094278, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:36:08,670 - testrun_4a235016 - [INFO] - [Epoch:162]: Training Loss:0.0009428 + +2023-06-03 22:36:09,224 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 22:36:54,056 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 22:37:19,944 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 22:38:04,864 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 22:38:30,468 - testrun_4a235016 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.48692, Head : 0.31452, Avg : 0.40072 + +2023-06-03 22:38:30,506 - testrun_4a235016 - [INFO] - [Epoch 162]: Training Loss: 0.00094281, Valid MRR: 0.43283, + + + +2023-06-03 22:38:31,865 - testrun_4a235016 - [INFO] - [E:163| 0]: Train Loss:0.00093123, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:40:37,765 - testrun_4a235016 - [INFO] - [E:163| 100]: Train Loss:0.0009373, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:42:43,813 - testrun_4a235016 - [INFO] - [E:163| 200]: Train Loss:0.00094201, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:44:49,640 - testrun_4a235016 - [INFO] - [E:163| 300]: Train Loss:0.00094263, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:46:55,390 - testrun_4a235016 - [INFO] - [E:163| 400]: Train Loss:0.00094207, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:49:01,075 - testrun_4a235016 - [INFO] - [E:163| 500]: Train Loss:0.00094182, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:51:06,697 - testrun_4a235016 - [INFO] - [E:163| 600]: Train Loss:0.00094224, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:53:07,357 - testrun_4a235016 - [INFO] - [E:163| 700]: Train Loss:0.00094262, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:54:35,622 - testrun_4a235016 - [INFO] - [E:163| 800]: Train Loss:0.0009426, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:56:19,054 - testrun_4a235016 - [INFO] - [E:163| 900]: Train Loss:0.00094313, Val MRR:0.43283, testrun_4a235016 +2023-06-03 22:58:24,697 - testrun_4a235016 - [INFO] - [E:163| 1000]: Train Loss:0.0009428, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:00:30,338 - testrun_4a235016 - [INFO] - [E:163| 1100]: Train Loss:0.00094264, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:02:35,982 - testrun_4a235016 - [INFO] - [E:163| 1200]: Train Loss:0.00094235, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:04:41,399 - testrun_4a235016 - [INFO] - [E:163| 1300]: Train Loss:0.00094225, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:06:47,084 - testrun_4a235016 - [INFO] - [E:163| 1400]: Train Loss:0.00094234, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:08:52,768 - testrun_4a235016 - [INFO] - [E:163| 1500]: Train Loss:0.00094254, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:10:58,304 - testrun_4a235016 - [INFO] - [E:163| 1600]: Train Loss:0.00094288, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:12:20,391 - testrun_4a235016 - [INFO] - [Epoch:163]: Training Loss:0.0009429 + +2023-06-03 23:12:20,945 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 23:13:05,655 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 23:13:31,517 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 23:14:10,861 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 23:14:27,892 - testrun_4a235016 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.49528, Head : 0.35486, Avg : 0.42507 + +2023-06-03 23:14:27,928 - testrun_4a235016 - [INFO] - [Epoch 163]: Training Loss: 0.00094287, Valid MRR: 0.43283, + + + +2023-06-03 23:14:28,871 - testrun_4a235016 - [INFO] - [E:164| 0]: Train Loss:0.00093047, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:15:57,065 - testrun_4a235016 - [INFO] - [E:164| 100]: Train Loss:0.00094303, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:17:47,860 - testrun_4a235016 - [INFO] - [E:164| 200]: Train Loss:0.00094282, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:19:53,466 - testrun_4a235016 - [INFO] - [E:164| 300]: Train Loss:0.00094351, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:21:59,237 - testrun_4a235016 - [INFO] - [E:164| 400]: Train Loss:0.00094412, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:24:05,026 - testrun_4a235016 - [INFO] - [E:164| 500]: Train Loss:0.00094367, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:26:10,647 - testrun_4a235016 - [INFO] - [E:164| 600]: Train Loss:0.00094297, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:28:16,437 - testrun_4a235016 - [INFO] - [E:164| 700]: Train Loss:0.00094267, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:30:22,144 - testrun_4a235016 - [INFO] - [E:164| 800]: Train Loss:0.00094254, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:32:27,676 - testrun_4a235016 - [INFO] - [E:164| 900]: Train Loss:0.00094259, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:34:33,233 - testrun_4a235016 - [INFO] - [E:164| 1000]: Train Loss:0.00094257, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:36:10,987 - testrun_4a235016 - [INFO] - [E:164| 1100]: Train Loss:0.00094246, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:37:39,448 - testrun_4a235016 - [INFO] - [E:164| 1200]: Train Loss:0.00094243, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:39:45,062 - testrun_4a235016 - [INFO] - [E:164| 1300]: Train Loss:0.0009424, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:41:50,879 - testrun_4a235016 - [INFO] - [E:164| 1400]: Train Loss:0.00094271, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:43:56,487 - testrun_4a235016 - [INFO] - [E:164| 1500]: Train Loss:0.00094282, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:46:02,219 - testrun_4a235016 - [INFO] - [E:164| 1600]: Train Loss:0.00094288, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:47:24,477 - testrun_4a235016 - [INFO] - [Epoch:164]: Training Loss:0.0009428 + +2023-06-03 23:47:24,982 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-03 23:48:09,562 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-03 23:48:35,584 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-03 23:49:20,678 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-03 23:49:46,275 - testrun_4a235016 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.49194, Head : 0.34788, Avg : 0.41991 + +2023-06-03 23:49:46,306 - testrun_4a235016 - [INFO] - [Epoch 164]: Training Loss: 0.00094281, Valid MRR: 0.43283, + + + +2023-06-03 23:49:47,600 - testrun_4a235016 - [INFO] - [E:165| 0]: Train Loss:0.00093221, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:51:53,272 - testrun_4a235016 - [INFO] - [E:165| 100]: Train Loss:0.00093986, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:53:58,956 - testrun_4a235016 - [INFO] - [E:165| 200]: Train Loss:0.00094096, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:56:04,592 - testrun_4a235016 - [INFO] - [E:165| 300]: Train Loss:0.000941, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:57:34,285 - testrun_4a235016 - [INFO] - [E:165| 400]: Train Loss:0.00094174, Val MRR:0.43283, testrun_4a235016 +2023-06-03 23:59:10,663 - testrun_4a235016 - [INFO] - [E:165| 500]: Train Loss:0.00094128, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:01:16,399 - testrun_4a235016 - [INFO] - [E:165| 600]: Train Loss:0.00094153, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:03:22,350 - testrun_4a235016 - [INFO] - [E:165| 700]: Train Loss:0.000942, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:05:28,032 - testrun_4a235016 - [INFO] - [E:165| 800]: Train Loss:0.000942, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:07:33,653 - testrun_4a235016 - [INFO] - [E:165| 900]: Train Loss:0.00094206, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:09:39,415 - testrun_4a235016 - [INFO] - [E:165| 1000]: Train Loss:0.00094236, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:11:45,208 - testrun_4a235016 - [INFO] - [E:165| 1100]: Train Loss:0.0009426, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:13:50,746 - testrun_4a235016 - [INFO] - [E:165| 1200]: Train Loss:0.00094253, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:15:56,569 - testrun_4a235016 - [INFO] - [E:165| 1300]: Train Loss:0.00094265, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:17:48,296 - testrun_4a235016 - [INFO] - [E:165| 1400]: Train Loss:0.00094242, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:19:16,357 - testrun_4a235016 - [INFO] - [E:165| 1500]: Train Loss:0.00094262, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:21:08,717 - testrun_4a235016 - [INFO] - [E:165| 1600]: Train Loss:0.0009426, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:22:30,855 - testrun_4a235016 - [INFO] - [Epoch:165]: Training Loss:0.0009427 + +2023-06-04 00:22:31,429 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 00:23:15,936 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 00:23:41,870 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 00:24:26,856 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 00:24:52,343 - testrun_4a235016 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.50407, Head : 0.34331, Avg : 0.42369 + +2023-06-04 00:24:52,408 - testrun_4a235016 - [INFO] - [Epoch 165]: Training Loss: 0.00094269, Valid MRR: 0.43283, + + + +2023-06-04 00:24:53,769 - testrun_4a235016 - [INFO] - [E:166| 0]: Train Loss:0.00095314, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:26:59,810 - testrun_4a235016 - [INFO] - [E:166| 100]: Train Loss:0.00094305, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:29:05,470 - testrun_4a235016 - [INFO] - [E:166| 200]: Train Loss:0.00094208, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:31:10,967 - testrun_4a235016 - [INFO] - [E:166| 300]: Train Loss:0.00094204, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:33:16,721 - testrun_4a235016 - [INFO] - [E:166| 400]: Train Loss:0.0009418, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:35:22,511 - testrun_4a235016 - [INFO] - [E:166| 500]: Train Loss:0.00094163, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:37:28,342 - testrun_4a235016 - [INFO] - [E:166| 600]: Train Loss:0.00094194, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:39:11,940 - testrun_4a235016 - [INFO] - [E:166| 700]: Train Loss:0.0009419, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:40:40,147 - testrun_4a235016 - [INFO] - [E:166| 800]: Train Loss:0.00094184, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:42:40,941 - testrun_4a235016 - [INFO] - [E:166| 900]: Train Loss:0.00094234, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:44:46,548 - testrun_4a235016 - [INFO] - [E:166| 1000]: Train Loss:0.00094263, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:46:52,269 - testrun_4a235016 - [INFO] - [E:166| 1100]: Train Loss:0.00094224, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:48:58,217 - testrun_4a235016 - [INFO] - [E:166| 1200]: Train Loss:0.00094205, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:51:03,819 - testrun_4a235016 - [INFO] - [E:166| 1300]: Train Loss:0.00094216, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:53:09,516 - testrun_4a235016 - [INFO] - [E:166| 1400]: Train Loss:0.00094238, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:55:15,043 - testrun_4a235016 - [INFO] - [E:166| 1500]: Train Loss:0.00094236, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:57:20,601 - testrun_4a235016 - [INFO] - [E:166| 1600]: Train Loss:0.00094237, Val MRR:0.43283, testrun_4a235016 +2023-06-04 00:58:42,787 - testrun_4a235016 - [INFO] - [Epoch:166]: Training Loss:0.0009423 + +2023-06-04 00:58:43,200 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 00:59:26,864 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 00:59:44,269 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 01:00:14,478 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 01:00:31,771 - testrun_4a235016 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.49537, Head : 0.30819, Avg : 0.40178 + +2023-06-04 01:00:32,059 - testrun_4a235016 - [INFO] - [Epoch 166]: Training Loss: 0.00094231, Valid MRR: 0.43283, + + + +2023-06-04 01:00:33,147 - testrun_4a235016 - [INFO] - [E:167| 0]: Train Loss:0.00093608, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:02:03,211 - testrun_4a235016 - [INFO] - [E:167| 100]: Train Loss:0.00093926, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:04:09,203 - testrun_4a235016 - [INFO] - [E:167| 200]: Train Loss:0.00093976, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:06:15,490 - testrun_4a235016 - [INFO] - [E:167| 300]: Train Loss:0.00094103, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:08:21,627 - testrun_4a235016 - [INFO] - [E:167| 400]: Train Loss:0.00094125, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:10:27,682 - testrun_4a235016 - [INFO] - [E:167| 500]: Train Loss:0.00094079, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:12:33,657 - testrun_4a235016 - [INFO] - [E:167| 600]: Train Loss:0.00094092, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:14:39,657 - testrun_4a235016 - [INFO] - [E:167| 700]: Train Loss:0.00094098, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:16:45,794 - testrun_4a235016 - [INFO] - [E:167| 800]: Train Loss:0.00094133, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:18:51,821 - testrun_4a235016 - [INFO] - [E:167| 900]: Train Loss:0.00094132, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:20:49,211 - testrun_4a235016 - [INFO] - [E:167| 1000]: Train Loss:0.00094139, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:22:17,258 - testrun_4a235016 - [INFO] - [E:167| 1100]: Train Loss:0.00094189, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:24:03,513 - testrun_4a235016 - [INFO] - [E:167| 1200]: Train Loss:0.00094171, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:26:09,585 - testrun_4a235016 - [INFO] - [E:167| 1300]: Train Loss:0.00094158, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:28:15,661 - testrun_4a235016 - [INFO] - [E:167| 1400]: Train Loss:0.00094176, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:30:21,532 - testrun_4a235016 - [INFO] - [E:167| 1500]: Train Loss:0.00094177, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:32:27,533 - testrun_4a235016 - [INFO] - [E:167| 1600]: Train Loss:0.00094178, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:33:49,909 - testrun_4a235016 - [INFO] - [Epoch:167]: Training Loss:0.000942 + +2023-06-04 01:33:50,521 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 01:34:35,417 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 01:35:01,532 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 01:35:46,662 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 01:36:12,540 - testrun_4a235016 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.49573, Head : 0.3419, Avg : 0.41881 + +2023-06-04 01:36:12,823 - testrun_4a235016 - [INFO] - [Epoch 167]: Training Loss: 0.000942, Valid MRR: 0.43283, + + + +2023-06-04 01:36:14,370 - testrun_4a235016 - [INFO] - [E:168| 0]: Train Loss:0.00092931, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:38:20,452 - testrun_4a235016 - [INFO] - [E:168| 100]: Train Loss:0.00094448, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:40:26,445 - testrun_4a235016 - [INFO] - [E:168| 200]: Train Loss:0.00094283, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:42:13,996 - testrun_4a235016 - [INFO] - [E:168| 300]: Train Loss:0.00094352, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:43:41,986 - testrun_4a235016 - [INFO] - [E:168| 400]: Train Loss:0.00094331, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:45:39,061 - testrun_4a235016 - [INFO] - [E:168| 500]: Train Loss:0.0009427, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:47:45,048 - testrun_4a235016 - [INFO] - [E:168| 600]: Train Loss:0.00094191, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:49:51,017 - testrun_4a235016 - [INFO] - [E:168| 700]: Train Loss:0.00094195, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:51:57,048 - testrun_4a235016 - [INFO] - [E:168| 800]: Train Loss:0.00094208, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:54:03,162 - testrun_4a235016 - [INFO] - [E:168| 900]: Train Loss:0.00094197, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:56:09,331 - testrun_4a235016 - [INFO] - [E:168| 1000]: Train Loss:0.00094196, Val MRR:0.43283, testrun_4a235016 +2023-06-04 01:58:15,419 - testrun_4a235016 - [INFO] - [E:168| 1100]: Train Loss:0.00094194, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:00:21,305 - testrun_4a235016 - [INFO] - [E:168| 1200]: Train Loss:0.00094207, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:02:27,173 - testrun_4a235016 - [INFO] - [E:168| 1300]: Train Loss:0.00094184, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:03:57,238 - testrun_4a235016 - [INFO] - [E:168| 1400]: Train Loss:0.0009419, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:05:33,539 - testrun_4a235016 - [INFO] - [E:168| 1500]: Train Loss:0.00094172, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:07:39,510 - testrun_4a235016 - [INFO] - [E:168| 1600]: Train Loss:0.00094194, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:09:02,047 - testrun_4a235016 - [INFO] - [Epoch:168]: Training Loss:0.0009421 + +2023-06-04 02:09:02,674 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 02:09:47,650 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 02:10:13,847 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 02:10:59,089 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 02:11:24,975 - testrun_4a235016 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.49332, Head : 0.31695, Avg : 0.40514 + +2023-06-04 02:11:25,202 - testrun_4a235016 - [INFO] - [Epoch 168]: Training Loss: 0.00094208, Valid MRR: 0.43283, + + + +2023-06-04 02:11:26,678 - testrun_4a235016 - [INFO] - [E:169| 0]: Train Loss:0.00097116, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:13:32,717 - testrun_4a235016 - [INFO] - [E:169| 100]: Train Loss:0.00093739, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:15:38,430 - testrun_4a235016 - [INFO] - [E:169| 200]: Train Loss:0.00093908, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:17:44,319 - testrun_4a235016 - [INFO] - [E:169| 300]: Train Loss:0.00094085, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:19:50,265 - testrun_4a235016 - [INFO] - [E:169| 400]: Train Loss:0.00094097, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:21:56,326 - testrun_4a235016 - [INFO] - [E:169| 500]: Train Loss:0.00094086, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:23:54,014 - testrun_4a235016 - [INFO] - [E:169| 600]: Train Loss:0.0009414, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:25:22,407 - testrun_4a235016 - [INFO] - [E:169| 700]: Train Loss:0.00094115, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:27:08,994 - testrun_4a235016 - [INFO] - [E:169| 800]: Train Loss:0.00094145, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:29:14,960 - testrun_4a235016 - [INFO] - [E:169| 900]: Train Loss:0.00094138, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:31:20,973 - testrun_4a235016 - [INFO] - [E:169| 1000]: Train Loss:0.00094153, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:33:27,038 - testrun_4a235016 - [INFO] - [E:169| 1100]: Train Loss:0.00094153, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:46:43,426 - testrun_4a235016 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.49841, Head : 0.34782, Avg : 0.42311 + MR: Tail : 966.04, Head : 976.17, Avg : 971.1 + Hit-1: Tail : 0.41771, Head : 0.25307, Avg : 0.33539 + Hit-3: Tail : 0.54845, Head : 0.39435, Avg : 0.4714 + Hit-10: Tail : 0.64252, Head : 0.52801, Avg : 0.58526 +2023-06-04 02:46:43,456 - testrun_4a235016 - [INFO] - [Epoch 169]: Training Loss: 0.00094225, Valid MRR: 0.43283, + + + +2023-06-04 02:46:44,397 - testrun_4a235016 - [INFO] - [E:170| 0]: Train Loss:0.00094676, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:48:38,671 - testrun_4a235016 - [INFO] - [E:170| 100]: Train Loss:0.00094216, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:50:44,354 - testrun_4a235016 - [INFO] - [E:170| 200]: Train Loss:0.00094064, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:52:50,397 - testrun_4a235016 - [INFO] - [E:170| 300]: Train Loss:0.00094162, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:54:56,498 - testrun_4a235016 - [INFO] - [E:170| 400]: Train Loss:0.0009422, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:57:02,332 - testrun_4a235016 - [INFO] - [E:170| 500]: Train Loss:0.00094209, Val MRR:0.43283, testrun_4a235016 +2023-06-04 02:59:08,208 - testrun_4a235016 - [INFO] - [E:170| 600]: Train Loss:0.00094214, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:01:13,977 - testrun_4a235016 - [INFO] - [E:170| 700]: Train Loss:0.00094162, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:03:19,716 - testrun_4a235016 - [INFO] - [E:170| 800]: Train Loss:0.00094165, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:05:25,505 - testrun_4a235016 - [INFO] - [E:170| 900]: Train Loss:0.00094153, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:06:58,599 - testrun_4a235016 - [INFO] - [E:170| 1000]: Train Loss:0.00094165, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:08:31,684 - testrun_4a235016 - [INFO] - [E:170| 1100]: Train Loss:0.00094173, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:10:37,643 - testrun_4a235016 - [INFO] - [E:170| 1200]: Train Loss:0.00094156, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:12:43,398 - testrun_4a235016 - [INFO] - [E:170| 1300]: Train Loss:0.00094141, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:14:49,146 - testrun_4a235016 - [INFO] - [E:170| 1400]: Train Loss:0.00094163, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:16:55,054 - testrun_4a235016 - [INFO] - [E:170| 1500]: Train Loss:0.0009415, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:19:01,042 - testrun_4a235016 - [INFO] - [E:170| 1600]: Train Loss:0.00094191, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:20:23,128 - testrun_4a235016 - [INFO] - [Epoch:170]: Training Loss:0.0009419 + +2023-06-04 03:20:23,621 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 03:21:08,395 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 03:21:34,315 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 03:22:19,392 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 03:22:45,025 - testrun_4a235016 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.49537, Head : 0.32687, Avg : 0.41112 + +2023-06-04 03:22:45,050 - testrun_4a235016 - [INFO] - [Epoch 170]: Training Loss: 0.00094193, Valid MRR: 0.43283, + + + +2023-06-04 03:22:46,351 - testrun_4a235016 - [INFO] - [E:171| 0]: Train Loss:0.00092374, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:24:52,280 - testrun_4a235016 - [INFO] - [E:171| 100]: Train Loss:0.00094293, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:26:53,924 - testrun_4a235016 - [INFO] - [E:171| 200]: Train Loss:0.00094401, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:28:22,014 - testrun_4a235016 - [INFO] - [E:171| 300]: Train Loss:0.00094371, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:30:04,385 - testrun_4a235016 - [INFO] - [E:171| 400]: Train Loss:0.00094312, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:32:10,082 - testrun_4a235016 - [INFO] - [E:171| 500]: Train Loss:0.000943, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:34:15,801 - testrun_4a235016 - [INFO] - [E:171| 600]: Train Loss:0.00094279, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:36:21,462 - testrun_4a235016 - [INFO] - [E:171| 700]: Train Loss:0.00094301, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:38:27,035 - testrun_4a235016 - [INFO] - [E:171| 800]: Train Loss:0.0009424, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:40:32,844 - testrun_4a235016 - [INFO] - [E:171| 900]: Train Loss:0.00094173, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:42:38,536 - testrun_4a235016 - [INFO] - [E:171| 1000]: Train Loss:0.00094159, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:44:44,249 - testrun_4a235016 - [INFO] - [E:171| 1100]: Train Loss:0.00094147, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:46:50,057 - testrun_4a235016 - [INFO] - [E:171| 1200]: Train Loss:0.0009415, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:48:35,568 - testrun_4a235016 - [INFO] - [E:171| 1300]: Train Loss:0.0009413, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:50:03,746 - testrun_4a235016 - [INFO] - [E:171| 1400]: Train Loss:0.0009412, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:52:02,555 - testrun_4a235016 - [INFO] - [E:171| 1500]: Train Loss:0.00094134, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:54:08,377 - testrun_4a235016 - [INFO] - [E:171| 1600]: Train Loss:0.00094141, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:55:30,678 - testrun_4a235016 - [INFO] - [Epoch:171]: Training Loss:0.0009416 + +2023-06-04 03:55:31,118 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 03:56:15,965 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 03:56:41,814 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 03:57:26,810 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 03:57:52,353 - testrun_4a235016 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.49716, Head : 0.32234, Avg : 0.40975 + +2023-06-04 03:57:52,381 - testrun_4a235016 - [INFO] - [Epoch 171]: Training Loss: 0.00094157, Valid MRR: 0.43283, + + + +2023-06-04 03:57:53,704 - testrun_4a235016 - [INFO] - [E:172| 0]: Train Loss:0.00095431, Val MRR:0.43283, testrun_4a235016 +2023-06-04 03:59:59,551 - testrun_4a235016 - [INFO] - [E:172| 100]: Train Loss:0.00094384, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:02:05,280 - testrun_4a235016 - [INFO] - [E:172| 200]: Train Loss:0.00094026, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:04:10,973 - testrun_4a235016 - [INFO] - [E:172| 300]: Train Loss:0.00094096, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:06:16,844 - testrun_4a235016 - [INFO] - [E:172| 400]: Train Loss:0.00094034, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:08:22,557 - testrun_4a235016 - [INFO] - [E:172| 500]: Train Loss:0.00094088, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:09:59,313 - testrun_4a235016 - [INFO] - [E:172| 600]: Train Loss:0.00094068, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:11:29,307 - testrun_4a235016 - [INFO] - [E:172| 700]: Train Loss:0.00094112, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:13:35,163 - testrun_4a235016 - [INFO] - [E:172| 800]: Train Loss:0.00094113, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:15:40,918 - testrun_4a235016 - [INFO] - [E:172| 900]: Train Loss:0.00094131, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:17:46,685 - testrun_4a235016 - [INFO] - [E:172| 1000]: Train Loss:0.00094177, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:19:52,404 - testrun_4a235016 - [INFO] - [E:172| 1100]: Train Loss:0.00094174, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:21:58,225 - testrun_4a235016 - [INFO] - [E:172| 1200]: Train Loss:0.00094162, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:24:04,205 - testrun_4a235016 - [INFO] - [E:172| 1300]: Train Loss:0.00094156, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:26:10,057 - testrun_4a235016 - [INFO] - [E:172| 1400]: Train Loss:0.00094156, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:28:15,977 - testrun_4a235016 - [INFO] - [E:172| 1500]: Train Loss:0.00094153, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:30:14,207 - testrun_4a235016 - [INFO] - [E:172| 1600]: Train Loss:0.00094162, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:31:11,797 - testrun_4a235016 - [INFO] - [Epoch:172]: Training Loss:0.0009416 + +2023-06-04 04:31:12,158 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 04:31:41,966 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 04:31:59,132 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 04:32:29,123 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 04:32:54,575 - testrun_4a235016 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.49468, Head : 0.32448, Avg : 0.40958 + +2023-06-04 04:32:54,602 - testrun_4a235016 - [INFO] - [Epoch 172]: Training Loss: 0.00094157, Valid MRR: 0.43283, + + + +2023-06-04 04:32:55,938 - testrun_4a235016 - [INFO] - [E:173| 0]: Train Loss:0.00092373, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:35:01,845 - testrun_4a235016 - [INFO] - [E:173| 100]: Train Loss:0.00094173, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:37:07,462 - testrun_4a235016 - [INFO] - [E:173| 200]: Train Loss:0.00094128, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:39:13,200 - testrun_4a235016 - [INFO] - [E:173| 300]: Train Loss:0.00094103, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:41:19,067 - testrun_4a235016 - [INFO] - [E:173| 400]: Train Loss:0.00094069, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:43:24,739 - testrun_4a235016 - [INFO] - [E:173| 500]: Train Loss:0.00094062, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:45:30,457 - testrun_4a235016 - [INFO] - [E:173| 600]: Train Loss:0.0009409, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:47:36,309 - testrun_4a235016 - [INFO] - [E:173| 700]: Train Loss:0.0009411, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:49:42,040 - testrun_4a235016 - [INFO] - [E:173| 800]: Train Loss:0.00094128, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:51:33,959 - testrun_4a235016 - [INFO] - [E:173| 900]: Train Loss:0.00094104, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:53:02,109 - testrun_4a235016 - [INFO] - [E:173| 1000]: Train Loss:0.00094145, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:54:54,276 - testrun_4a235016 - [INFO] - [E:173| 1100]: Train Loss:0.00094141, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:57:00,028 - testrun_4a235016 - [INFO] - [E:173| 1200]: Train Loss:0.00094137, Val MRR:0.43283, testrun_4a235016 +2023-06-04 04:59:05,855 - testrun_4a235016 - [INFO] - [E:173| 1300]: Train Loss:0.00094145, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:01:11,648 - testrun_4a235016 - [INFO] - [E:173| 1400]: Train Loss:0.00094131, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:03:17,459 - testrun_4a235016 - [INFO] - [E:173| 1500]: Train Loss:0.00094121, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:05:23,225 - testrun_4a235016 - [INFO] - [E:173| 1600]: Train Loss:0.00094137, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:06:45,313 - testrun_4a235016 - [INFO] - [Epoch:173]: Training Loss:0.0009413 + +2023-06-04 05:06:45,838 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 05:07:30,526 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 05:07:56,494 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 05:08:41,550 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 05:09:07,130 - testrun_4a235016 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.50019, Head : 0.33161, Avg : 0.4159 + +2023-06-04 05:09:07,165 - testrun_4a235016 - [INFO] - [Epoch 173]: Training Loss: 0.00094133, Valid MRR: 0.43283, + + + +2023-06-04 05:09:08,502 - testrun_4a235016 - [INFO] - [E:174| 0]: Train Loss:0.0010098, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:11:14,288 - testrun_4a235016 - [INFO] - [E:174| 100]: Train Loss:0.00094105, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:12:57,469 - testrun_4a235016 - [INFO] - [E:174| 200]: Train Loss:0.00094172, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:14:25,566 - testrun_4a235016 - [INFO] - [E:174| 300]: Train Loss:0.00094094, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:16:26,342 - testrun_4a235016 - [INFO] - [E:174| 400]: Train Loss:0.00094114, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:18:32,004 - testrun_4a235016 - [INFO] - [E:174| 500]: Train Loss:0.00094129, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:20:37,903 - testrun_4a235016 - [INFO] - [E:174| 600]: Train Loss:0.00094065, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:22:43,678 - testrun_4a235016 - [INFO] - [E:174| 700]: Train Loss:0.00094015, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:24:49,383 - testrun_4a235016 - [INFO] - [E:174| 800]: Train Loss:0.00094057, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:26:55,135 - testrun_4a235016 - [INFO] - [E:174| 900]: Train Loss:0.00094071, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:29:00,859 - testrun_4a235016 - [INFO] - [E:174| 1000]: Train Loss:0.00094064, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:31:06,837 - testrun_4a235016 - [INFO] - [E:174| 1100]: Train Loss:0.00094054, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:33:11,784 - testrun_4a235016 - [INFO] - [E:174| 1200]: Train Loss:0.00094094, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:34:39,854 - testrun_4a235016 - [INFO] - [E:174| 1300]: Train Loss:0.00094098, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:36:19,234 - testrun_4a235016 - [INFO] - [E:174| 1400]: Train Loss:0.00094103, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:38:25,069 - testrun_4a235016 - [INFO] - [E:174| 1500]: Train Loss:0.00094104, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:40:30,689 - testrun_4a235016 - [INFO] - [E:174| 1600]: Train Loss:0.00094102, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:41:52,839 - testrun_4a235016 - [INFO] - [Epoch:174]: Training Loss:0.0009411 + +2023-06-04 05:41:53,286 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 05:42:38,053 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 05:43:03,992 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 05:43:48,945 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 05:44:14,593 - testrun_4a235016 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.50061, Head : 0.32707, Avg : 0.41384 + +2023-06-04 05:44:14,633 - testrun_4a235016 - [INFO] - [Epoch 174]: Training Loss: 0.00094112, Valid MRR: 0.43283, + + + +2023-06-04 05:44:15,973 - testrun_4a235016 - [INFO] - [E:175| 0]: Train Loss:0.00093974, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:46:21,789 - testrun_4a235016 - [INFO] - [E:175| 100]: Train Loss:0.00094109, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:48:27,483 - testrun_4a235016 - [INFO] - [E:175| 200]: Train Loss:0.00093985, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:50:33,504 - testrun_4a235016 - [INFO] - [E:175| 300]: Train Loss:0.00094216, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:52:39,365 - testrun_4a235016 - [INFO] - [E:175| 400]: Train Loss:0.00094206, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:54:35,380 - testrun_4a235016 - [INFO] - [E:175| 500]: Train Loss:0.00094157, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:56:03,488 - testrun_4a235016 - [INFO] - [E:175| 600]: Train Loss:0.00094143, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:57:50,915 - testrun_4a235016 - [INFO] - [E:175| 700]: Train Loss:0.00094122, Val MRR:0.43283, testrun_4a235016 +2023-06-04 05:59:56,781 - testrun_4a235016 - [INFO] - [E:175| 800]: Train Loss:0.00094129, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:02:02,556 - testrun_4a235016 - [INFO] - [E:175| 900]: Train Loss:0.00094095, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:04:08,367 - testrun_4a235016 - [INFO] - [E:175| 1000]: Train Loss:0.00094082, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:06:14,215 - testrun_4a235016 - [INFO] - [E:175| 1100]: Train Loss:0.00094073, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:08:20,133 - testrun_4a235016 - [INFO] - [E:175| 1200]: Train Loss:0.00094069, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:10:26,115 - testrun_4a235016 - [INFO] - [E:175| 1300]: Train Loss:0.00094077, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:12:31,695 - testrun_4a235016 - [INFO] - [E:175| 1400]: Train Loss:0.00094088, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:14:37,361 - testrun_4a235016 - [INFO] - [E:175| 1500]: Train Loss:0.00094137, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:16:17,758 - testrun_4a235016 - [INFO] - [E:175| 1600]: Train Loss:0.00094116, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:17:15,507 - testrun_4a235016 - [INFO] - [Epoch:175]: Training Loss:0.0009412 + +2023-06-04 06:17:15,832 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 06:17:45,609 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 06:18:09,105 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 06:18:54,217 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 06:19:19,790 - testrun_4a235016 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.49577, Head : 0.33179, Avg : 0.41378 + +2023-06-04 06:19:19,830 - testrun_4a235016 - [INFO] - [Epoch 175]: Training Loss: 0.00094117, Valid MRR: 0.43283, + + + +2023-06-04 06:19:21,159 - testrun_4a235016 - [INFO] - [E:176| 0]: Train Loss:0.00093437, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:21:26,998 - testrun_4a235016 - [INFO] - [E:176| 100]: Train Loss:0.00094165, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:23:32,814 - testrun_4a235016 - [INFO] - [E:176| 200]: Train Loss:0.00093938, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:25:38,679 - testrun_4a235016 - [INFO] - [E:176| 300]: Train Loss:0.00094099, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:27:44,474 - testrun_4a235016 - [INFO] - [E:176| 400]: Train Loss:0.00094049, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:29:50,424 - testrun_4a235016 - [INFO] - [E:176| 500]: Train Loss:0.00094002, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:31:56,185 - testrun_4a235016 - [INFO] - [E:176| 600]: Train Loss:0.00094087, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:34:01,730 - testrun_4a235016 - [INFO] - [E:176| 700]: Train Loss:0.00094091, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:36:07,614 - testrun_4a235016 - [INFO] - [E:176| 800]: Train Loss:0.00094098, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:37:39,846 - testrun_4a235016 - [INFO] - [E:176| 900]: Train Loss:0.0009407, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:39:14,248 - testrun_4a235016 - [INFO] - [E:176| 1000]: Train Loss:0.00094094, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:41:20,001 - testrun_4a235016 - [INFO] - [E:176| 1100]: Train Loss:0.000941, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:43:25,675 - testrun_4a235016 - [INFO] - [E:176| 1200]: Train Loss:0.00094084, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:45:31,666 - testrun_4a235016 - [INFO] - [E:176| 1300]: Train Loss:0.00094093, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:47:37,270 - testrun_4a235016 - [INFO] - [E:176| 1400]: Train Loss:0.00094111, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:49:43,063 - testrun_4a235016 - [INFO] - [E:176| 1500]: Train Loss:0.00094096, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:51:48,687 - testrun_4a235016 - [INFO] - [E:176| 1600]: Train Loss:0.00094098, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:53:10,839 - testrun_4a235016 - [INFO] - [Epoch:176]: Training Loss:0.0009412 + +2023-06-04 06:53:11,399 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 06:53:56,060 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 06:54:21,941 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 06:55:07,004 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 06:55:32,537 - testrun_4a235016 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.49526, Head : 0.29241, Avg : 0.39384 + +2023-06-04 06:55:32,573 - testrun_4a235016 - [INFO] - [Epoch 176]: Training Loss: 0.0009412, Valid MRR: 0.43283, + + + +2023-06-04 06:55:33,920 - testrun_4a235016 - [INFO] - [E:177| 0]: Train Loss:0.00094953, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:57:35,173 - testrun_4a235016 - [INFO] - [E:177| 100]: Train Loss:0.0009411, Val MRR:0.43283, testrun_4a235016 +2023-06-04 06:59:03,242 - testrun_4a235016 - [INFO] - [E:177| 200]: Train Loss:0.00094207, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:00:45,704 - testrun_4a235016 - [INFO] - [E:177| 300]: Train Loss:0.00094144, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:02:51,398 - testrun_4a235016 - [INFO] - [E:177| 400]: Train Loss:0.00093998, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:04:57,178 - testrun_4a235016 - [INFO] - [E:177| 500]: Train Loss:0.00093913, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:07:03,045 - testrun_4a235016 - [INFO] - [E:177| 600]: Train Loss:0.00093898, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:09:08,749 - testrun_4a235016 - [INFO] - [E:177| 700]: Train Loss:0.00093904, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:11:14,667 - testrun_4a235016 - [INFO] - [E:177| 800]: Train Loss:0.00093953, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:13:20,191 - testrun_4a235016 - [INFO] - [E:177| 900]: Train Loss:0.00093982, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:15:25,981 - testrun_4a235016 - [INFO] - [E:177| 1000]: Train Loss:0.00094043, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:17:31,985 - testrun_4a235016 - [INFO] - [E:177| 1100]: Train Loss:0.00094061, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:19:17,318 - testrun_4a235016 - [INFO] - [E:177| 1200]: Train Loss:0.00094068, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:20:45,368 - testrun_4a235016 - [INFO] - [E:177| 1300]: Train Loss:0.00094078, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:22:44,567 - testrun_4a235016 - [INFO] - [E:177| 1400]: Train Loss:0.00094089, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:24:50,060 - testrun_4a235016 - [INFO] - [E:177| 1500]: Train Loss:0.00094111, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:26:56,087 - testrun_4a235016 - [INFO] - [E:177| 1600]: Train Loss:0.00094109, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:28:18,598 - testrun_4a235016 - [INFO] - [Epoch:177]: Training Loss:0.0009412 + +2023-06-04 07:28:19,050 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 07:29:03,723 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 07:29:29,631 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 07:30:14,790 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 07:30:40,491 - testrun_4a235016 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.49418, Head : 0.3594, Avg : 0.42679 + +2023-06-04 07:30:40,520 - testrun_4a235016 - [INFO] - [Epoch 177]: Training Loss: 0.00094125, Valid MRR: 0.43283, + + + +2023-06-04 07:30:41,832 - testrun_4a235016 - [INFO] - [E:178| 0]: Train Loss:0.00094252, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:32:47,471 - testrun_4a235016 - [INFO] - [E:178| 100]: Train Loss:0.00094044, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:34:53,350 - testrun_4a235016 - [INFO] - [E:178| 200]: Train Loss:0.00093826, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:36:59,089 - testrun_4a235016 - [INFO] - [E:178| 300]: Train Loss:0.00093868, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:39:04,849 - testrun_4a235016 - [INFO] - [E:178| 400]: Train Loss:0.00093977, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:40:41,070 - testrun_4a235016 - [INFO] - [E:178| 500]: Train Loss:0.0009396, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:42:11,357 - testrun_4a235016 - [INFO] - [E:178| 600]: Train Loss:0.00093939, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:44:17,154 - testrun_4a235016 - [INFO] - [E:178| 700]: Train Loss:0.00093937, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:46:22,890 - testrun_4a235016 - [INFO] - [E:178| 800]: Train Loss:0.00093948, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:48:28,682 - testrun_4a235016 - [INFO] - [E:178| 900]: Train Loss:0.0009402, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:50:34,158 - testrun_4a235016 - [INFO] - [E:178| 1000]: Train Loss:0.00094061, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:52:39,898 - testrun_4a235016 - [INFO] - [E:178| 1100]: Train Loss:0.00094055, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:54:45,858 - testrun_4a235016 - [INFO] - [E:178| 1200]: Train Loss:0.00094079, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:56:51,468 - testrun_4a235016 - [INFO] - [E:178| 1300]: Train Loss:0.00094059, Val MRR:0.43283, testrun_4a235016 +2023-06-04 07:58:57,039 - testrun_4a235016 - [INFO] - [E:178| 1400]: Train Loss:0.00094087, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:00:55,117 - testrun_4a235016 - [INFO] - [E:178| 1500]: Train Loss:0.00094062, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:02:23,330 - testrun_4a235016 - [INFO] - [E:178| 1600]: Train Loss:0.00094064, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:03:25,541 - testrun_4a235016 - [INFO] - [Epoch:178]: Training Loss:0.0009407 + +2023-06-04 08:03:26,078 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 08:04:10,804 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 08:04:36,518 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 08:05:21,452 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 08:05:47,032 - testrun_4a235016 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.50139, Head : 0.33431, Avg : 0.41785 + +2023-06-04 08:05:47,075 - testrun_4a235016 - [INFO] - [Epoch 178]: Training Loss: 0.0009407, Valid MRR: 0.43283, + + + +2023-06-04 08:05:48,420 - testrun_4a235016 - [INFO] - [E:179| 0]: Train Loss:0.00092198, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:07:54,151 - testrun_4a235016 - [INFO] - [E:179| 100]: Train Loss:0.00094182, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:09:59,789 - testrun_4a235016 - [INFO] - [E:179| 200]: Train Loss:0.00094204, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:12:05,796 - testrun_4a235016 - [INFO] - [E:179| 300]: Train Loss:0.0009415, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:14:11,974 - testrun_4a235016 - [INFO] - [E:179| 400]: Train Loss:0.00094166, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:16:17,827 - testrun_4a235016 - [INFO] - [E:179| 500]: Train Loss:0.00094185, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:18:23,816 - testrun_4a235016 - [INFO] - [E:179| 600]: Train Loss:0.00094131, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:20:29,787 - testrun_4a235016 - [INFO] - [E:179| 700]: Train Loss:0.00094071, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:22:19,533 - testrun_4a235016 - [INFO] - [E:179| 800]: Train Loss:0.00094042, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:23:46,621 - testrun_4a235016 - [INFO] - [E:179| 900]: Train Loss:0.00094011, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:25:38,415 - testrun_4a235016 - [INFO] - [E:179| 1000]: Train Loss:0.00093984, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:27:44,384 - testrun_4a235016 - [INFO] - [E:179| 1100]: Train Loss:0.0009399, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:29:50,196 - testrun_4a235016 - [INFO] - [E:179| 1200]: Train Loss:0.00093963, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:31:56,148 - testrun_4a235016 - [INFO] - [E:179| 1300]: Train Loss:0.00094002, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:34:02,097 - testrun_4a235016 - [INFO] - [E:179| 1400]: Train Loss:0.0009402, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:36:07,973 - testrun_4a235016 - [INFO] - [E:179| 1500]: Train Loss:0.00094034, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:38:13,890 - testrun_4a235016 - [INFO] - [E:179| 1600]: Train Loss:0.00094018, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:39:36,223 - testrun_4a235016 - [INFO] - [Epoch:179]: Training Loss:0.0009404 + +2023-06-04 08:39:36,985 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 08:40:21,792 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 08:40:48,060 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 08:41:33,198 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 08:41:59,029 - testrun_4a235016 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.50523, Head : 0.32556, Avg : 0.4154 + MR: Tail : 963.75, Head : 964.83, Avg : 964.29 + Hit-1: Tail : 0.42661, Head : 0.22986, Avg : 0.32824 + Hit-3: Tail : 0.5525, Head : 0.36812, Avg : 0.46031 + Hit-10: Tail : 0.64831, Head : 0.51475, Avg : 0.58153 +2023-06-04 08:41:59,316 - testrun_4a235016 - [INFO] - [Epoch 179]: Training Loss: 0.00094041, Valid MRR: 0.43283, + + + +2023-06-04 08:42:00,865 - testrun_4a235016 - [INFO] - [E:180| 0]: Train Loss:0.00092527, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:43:43,605 - testrun_4a235016 - [INFO] - [E:180| 100]: Train Loss:0.00093854, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:45:11,133 - testrun_4a235016 - [INFO] - [E:180| 200]: Train Loss:0.00093924, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:47:09,720 - testrun_4a235016 - [INFO] - [E:180| 300]: Train Loss:0.00094008, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:49:15,672 - testrun_4a235016 - [INFO] - [E:180| 400]: Train Loss:0.00093899, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:51:21,531 - testrun_4a235016 - [INFO] - [E:180| 500]: Train Loss:0.00094013, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:53:27,345 - testrun_4a235016 - [INFO] - [E:180| 600]: Train Loss:0.0009398, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:55:33,275 - testrun_4a235016 - [INFO] - [E:180| 700]: Train Loss:0.00093987, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:57:39,210 - testrun_4a235016 - [INFO] - [E:180| 800]: Train Loss:0.00094036, Val MRR:0.43283, testrun_4a235016 +2023-06-04 08:59:45,114 - testrun_4a235016 - [INFO] - [E:180| 900]: Train Loss:0.00094018, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:01:51,137 - testrun_4a235016 - [INFO] - [E:180| 1000]: Train Loss:0.00093986, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:03:57,019 - testrun_4a235016 - [INFO] - [E:180| 1100]: Train Loss:0.00094011, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:05:26,928 - testrun_4a235016 - [INFO] - [E:180| 1200]: Train Loss:0.0009403, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:07:00,080 - testrun_4a235016 - [INFO] - [E:180| 1300]: Train Loss:0.00094049, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:09:05,804 - testrun_4a235016 - [INFO] - [E:180| 1400]: Train Loss:0.00094048, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:11:11,687 - testrun_4a235016 - [INFO] - [E:180| 1500]: Train Loss:0.00094037, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:13:17,603 - testrun_4a235016 - [INFO] - [E:180| 1600]: Train Loss:0.00094025, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:14:39,880 - testrun_4a235016 - [INFO] - [Epoch:180]: Training Loss:0.0009401 + +2023-06-04 09:14:40,527 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 09:15:25,362 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 09:15:51,466 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 09:16:36,661 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 09:17:02,472 - testrun_4a235016 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.50434, Head : 0.33186, Avg : 0.4181 + +2023-06-04 09:17:02,791 - testrun_4a235016 - [INFO] - [Epoch 180]: Training Loss: 0.00094009, Valid MRR: 0.43283, + + + +2023-06-04 09:17:04,302 - testrun_4a235016 - [INFO] - [E:181| 0]: Train Loss:0.00092995, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:29:14,803 - testrun_4a235016 - [INFO] - [E:181| 700]: Train Loss:0.00094087, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:30:18,650 - testrun_4a235016 - [INFO] - [E:181| 800]: Train Loss:0.00094066, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:31:22,506 - testrun_4a235016 - [INFO] - [E:181| 900]: Train Loss:0.00094013, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:32:26,320 - testrun_4a235016 - [INFO] - [E:181| 1000]: Train Loss:0.00094023, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:33:30,148 - testrun_4a235016 - [INFO] - [E:181| 1100]: Train Loss:0.00094032, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:34:33,936 - testrun_4a235016 - [INFO] - [E:181| 1200]: Train Loss:0.00094036, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:35:37,779 - testrun_4a235016 - [INFO] - [E:181| 1300]: Train Loss:0.00094027, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:36:41,605 - testrun_4a235016 - [INFO] - [E:181| 1400]: Train Loss:0.00094027, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:37:45,400 - testrun_4a235016 - [INFO] - [E:181| 1500]: Train Loss:0.00094036, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:38:49,279 - testrun_4a235016 - [INFO] - [E:181| 1600]: Train Loss:0.00094018, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:39:31,122 - testrun_4a235016 - [INFO] - [Epoch:181]: Training Loss:0.0009402 + +2023-06-04 09:39:31,369 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 09:39:52,994 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 09:40:05,549 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 09:40:27,506 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 09:40:39,926 - testrun_4a235016 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.50312, Head : 0.32797, Avg : 0.41555 + +2023-06-04 09:40:39,954 - testrun_4a235016 - [INFO] - [Epoch 181]: Training Loss: 0.00094016, Valid MRR: 0.43283, + + + +2023-06-04 09:40:40,638 - testrun_4a235016 - [INFO] - [E:182| 0]: Train Loss:0.00091621, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:41:44,899 - testrun_4a235016 - [INFO] - [E:182| 100]: Train Loss:0.00094043, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:42:49,135 - testrun_4a235016 - [INFO] - [E:182| 200]: Train Loss:0.00094078, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:44:02,826 - testrun_4a235016 - [INFO] - [E:182| 300]: Train Loss:0.00094208, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:46:06,742 - testrun_4a235016 - [INFO] - [E:182| 400]: Train Loss:0.00094143, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:48:10,604 - testrun_4a235016 - [INFO] - [E:182| 500]: Train Loss:0.00094046, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:50:14,970 - testrun_4a235016 - [INFO] - [E:182| 600]: Train Loss:0.00094103, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:52:20,087 - testrun_4a235016 - [INFO] - [E:182| 700]: Train Loss:0.00094059, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:54:25,599 - testrun_4a235016 - [INFO] - [E:182| 800]: Train Loss:0.00094134, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:56:31,136 - testrun_4a235016 - [INFO] - [E:182| 900]: Train Loss:0.00094121, Val MRR:0.43283, testrun_4a235016 +2023-06-04 09:58:36,721 - testrun_4a235016 - [INFO] - [E:182| 1000]: Train Loss:0.00094069, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:00:42,243 - testrun_4a235016 - [INFO] - [E:182| 1100]: Train Loss:0.00094067, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:02:39,300 - testrun_4a235016 - [INFO] - [E:182| 1200]: Train Loss:0.00094039, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:04:07,081 - testrun_4a235016 - [INFO] - [E:182| 1300]: Train Loss:0.0009401, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:05:45,585 - testrun_4a235016 - [INFO] - [E:182| 1400]: Train Loss:0.00093989, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:07:49,865 - testrun_4a235016 - [INFO] - [E:182| 1500]: Train Loss:0.00093993, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:09:54,027 - testrun_4a235016 - [INFO] - [E:182| 1600]: Train Loss:0.00094042, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:11:15,059 - testrun_4a235016 - [INFO] - [Epoch:182]: Training Loss:0.0009405 + +2023-06-04 10:11:15,506 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 10:11:59,582 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 10:12:25,093 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 10:13:09,285 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 10:13:34,563 - testrun_4a235016 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.50345, Head : 0.29664, Avg : 0.40004 + +2023-06-04 10:13:34,590 - testrun_4a235016 - [INFO] - [Epoch 182]: Training Loss: 0.00094051, Valid MRR: 0.43283, + + + +2023-06-04 10:13:35,905 - testrun_4a235016 - [INFO] - [E:183| 0]: Train Loss:0.00093861, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:15:39,894 - testrun_4a235016 - [INFO] - [E:183| 100]: Train Loss:0.00093885, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:17:44,338 - testrun_4a235016 - [INFO] - [E:183| 200]: Train Loss:0.00093891, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:19:48,564 - testrun_4a235016 - [INFO] - [E:183| 300]: Train Loss:0.00094069, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:21:52,727 - testrun_4a235016 - [INFO] - [E:183| 400]: Train Loss:0.00094041, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:23:56,916 - testrun_4a235016 - [INFO] - [E:183| 500]: Train Loss:0.00094076, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:25:38,142 - testrun_4a235016 - [INFO] - [E:183| 600]: Train Loss:0.00094056, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:27:34,659 - testrun_4a235016 - [INFO] - [E:183| 700]: Train Loss:0.00094012, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:29:38,667 - testrun_4a235016 - [INFO] - [E:183| 800]: Train Loss:0.00094002, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:31:42,691 - testrun_4a235016 - [INFO] - [E:183| 900]: Train Loss:0.00093997, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:33:46,543 - testrun_4a235016 - [INFO] - [E:183| 1000]: Train Loss:0.00093999, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:35:50,685 - testrun_4a235016 - [INFO] - [E:183| 1100]: Train Loss:0.00094007, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:37:54,572 - testrun_4a235016 - [INFO] - [E:183| 1200]: Train Loss:0.00094016, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:39:58,642 - testrun_4a235016 - [INFO] - [E:183| 1300]: Train Loss:0.00093991, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:42:02,597 - testrun_4a235016 - [INFO] - [E:183| 1400]: Train Loss:0.00093996, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:44:06,635 - testrun_4a235016 - [INFO] - [E:183| 1500]: Train Loss:0.00094022, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:45:56,020 - testrun_4a235016 - [INFO] - [E:183| 1600]: Train Loss:0.00094032, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:47:01,068 - testrun_4a235016 - [INFO] - [Epoch:183]: Training Loss:0.0009403 + +2023-06-04 10:47:01,581 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 10:47:45,582 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 10:48:11,051 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 10:48:55,085 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 10:49:20,219 - testrun_4a235016 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.49169, Head : 0.30488, Avg : 0.39828 + +2023-06-04 10:49:20,246 - testrun_4a235016 - [INFO] - [Epoch 183]: Training Loss: 0.00094027, Valid MRR: 0.43283, + + + +2023-06-04 10:49:21,528 - testrun_4a235016 - [INFO] - [E:184| 0]: Train Loss:0.00094572, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:51:25,277 - testrun_4a235016 - [INFO] - [E:184| 100]: Train Loss:0.00093817, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:53:28,876 - testrun_4a235016 - [INFO] - [E:184| 200]: Train Loss:0.00093757, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:55:32,995 - testrun_4a235016 - [INFO] - [E:184| 300]: Train Loss:0.00093821, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:57:36,677 - testrun_4a235016 - [INFO] - [E:184| 400]: Train Loss:0.00093808, Val MRR:0.43283, testrun_4a235016 +2023-06-04 10:59:40,581 - testrun_4a235016 - [INFO] - [E:184| 500]: Train Loss:0.00093836, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:01:44,501 - testrun_4a235016 - [INFO] - [E:184| 600]: Train Loss:0.0009385, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:03:48,580 - testrun_4a235016 - [INFO] - [E:184| 700]: Train Loss:0.00093943, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:05:52,760 - testrun_4a235016 - [INFO] - [E:184| 800]: Train Loss:0.00093921, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:07:32,445 - testrun_4a235016 - [INFO] - [E:184| 900]: Train Loss:0.00093912, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:09:31,006 - testrun_4a235016 - [INFO] - [E:184| 1000]: Train Loss:0.00093933, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:11:34,968 - testrun_4a235016 - [INFO] - [E:184| 1100]: Train Loss:0.00093924, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:13:39,102 - testrun_4a235016 - [INFO] - [E:184| 1200]: Train Loss:0.00093958, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:15:42,660 - testrun_4a235016 - [INFO] - [E:184| 1300]: Train Loss:0.00093971, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:17:46,346 - testrun_4a235016 - [INFO] - [E:184| 1400]: Train Loss:0.00093958, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:19:50,489 - testrun_4a235016 - [INFO] - [E:184| 1500]: Train Loss:0.00093961, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:21:54,560 - testrun_4a235016 - [INFO] - [E:184| 1600]: Train Loss:0.00093977, Val MRR:0.43283, testrun_4a235016 +2023-06-04 11:23:15,423 - testrun_4a235016 - [INFO] - [Epoch:184]: Training Loss:0.00094 + +2023-06-04 11:23:15,927 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 11:23:59,806 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 11:24:25,333 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 11:25:09,580 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 11:25:34,694 - testrun_4a235016 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.50389, Head : 0.36834, Avg : 0.43612 + +2023-06-04 11:25:36,154 - testrun_4a235016 - [INFO] - [Epoch 184]: Training Loss: 0.00093998, Valid MRR: 0.43612, + + + +2023-06-04 11:25:37,496 - testrun_4a235016 - [INFO] - [E:185| 0]: Train Loss:0.00094939, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:27:29,908 - testrun_4a235016 - [INFO] - [E:185| 100]: Train Loss:0.00093992, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:29:13,084 - testrun_4a235016 - [INFO] - [E:185| 200]: Train Loss:0.0009402, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:31:17,252 - testrun_4a235016 - [INFO] - [E:185| 300]: Train Loss:0.00094034, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:33:21,188 - testrun_4a235016 - [INFO] - [E:185| 400]: Train Loss:0.00094059, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:35:25,362 - testrun_4a235016 - [INFO] - [E:185| 500]: Train Loss:0.00094062, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:37:29,326 - testrun_4a235016 - [INFO] - [E:185| 600]: Train Loss:0.00094089, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:39:33,439 - testrun_4a235016 - [INFO] - [E:185| 700]: Train Loss:0.00094032, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:41:37,541 - testrun_4a235016 - [INFO] - [E:185| 800]: Train Loss:0.00094022, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:43:41,348 - testrun_4a235016 - [INFO] - [E:185| 900]: Train Loss:0.00094051, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:45:45,848 - testrun_4a235016 - [INFO] - [E:185| 1000]: Train Loss:0.00094028, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:47:48,223 - testrun_4a235016 - [INFO] - [E:185| 1100]: Train Loss:0.00094077, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:49:27,033 - testrun_4a235016 - [INFO] - [E:185| 1200]: Train Loss:0.00094081, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:51:26,628 - testrun_4a235016 - [INFO] - [E:185| 1300]: Train Loss:0.00094066, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:53:30,536 - testrun_4a235016 - [INFO] - [E:185| 1400]: Train Loss:0.00094033, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:55:34,676 - testrun_4a235016 - [INFO] - [E:185| 1500]: Train Loss:0.00094022, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:57:38,805 - testrun_4a235016 - [INFO] - [E:185| 1600]: Train Loss:0.00094021, Val MRR:0.43612, testrun_4a235016 +2023-06-04 11:58:59,565 - testrun_4a235016 - [INFO] - [Epoch:185]: Training Loss:0.0009402 + +2023-06-04 11:59:00,141 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 11:59:44,125 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 12:00:09,499 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 12:00:53,860 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 12:01:19,026 - testrun_4a235016 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.49923, Head : 0.36822, Avg : 0.43373 + +2023-06-04 12:01:19,069 - testrun_4a235016 - [INFO] - [Epoch 185]: Training Loss: 0.00094016, Valid MRR: 0.43612, + + + +2023-06-04 12:01:20,394 - testrun_4a235016 - [INFO] - [E:186| 0]: Train Loss:0.00091877, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:03:24,376 - testrun_4a235016 - [INFO] - [E:186| 100]: Train Loss:0.00093926, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:05:28,768 - testrun_4a235016 - [INFO] - [E:186| 200]: Train Loss:0.00093858, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:07:32,979 - testrun_4a235016 - [INFO] - [E:186| 300]: Train Loss:0.00093937, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:09:25,227 - testrun_4a235016 - [INFO] - [E:186| 400]: Train Loss:0.00093886, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:11:09,080 - testrun_4a235016 - [INFO] - [E:186| 500]: Train Loss:0.00093886, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:13:13,161 - testrun_4a235016 - [INFO] - [E:186| 600]: Train Loss:0.00093907, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:15:17,362 - testrun_4a235016 - [INFO] - [E:186| 700]: Train Loss:0.00093946, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:17:21,670 - testrun_4a235016 - [INFO] - [E:186| 800]: Train Loss:0.00093927, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:19:25,960 - testrun_4a235016 - [INFO] - [E:186| 900]: Train Loss:0.00093955, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:21:30,453 - testrun_4a235016 - [INFO] - [E:186| 1000]: Train Loss:0.00093958, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:23:34,737 - testrun_4a235016 - [INFO] - [E:186| 1100]: Train Loss:0.00093957, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:25:38,835 - testrun_4a235016 - [INFO] - [E:186| 1200]: Train Loss:0.00093956, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:27:42,803 - testrun_4a235016 - [INFO] - [E:186| 1300]: Train Loss:0.00093949, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:29:43,728 - testrun_4a235016 - [INFO] - [E:186| 1400]: Train Loss:0.00093949, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:31:23,178 - testrun_4a235016 - [INFO] - [E:186| 1500]: Train Loss:0.0009395, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:33:22,353 - testrun_4a235016 - [INFO] - [E:186| 1600]: Train Loss:0.00093959, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:34:43,692 - testrun_4a235016 - [INFO] - [Epoch:186]: Training Loss:0.0009396 + +2023-06-04 12:34:44,263 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 12:35:28,086 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 12:35:53,663 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 12:36:38,028 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 12:37:03,284 - testrun_4a235016 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.49073, Head : 0.35544, Avg : 0.42309 + +2023-06-04 12:37:03,327 - testrun_4a235016 - [INFO] - [Epoch 186]: Training Loss: 0.00093962, Valid MRR: 0.43612, + + + +2023-06-04 12:37:04,644 - testrun_4a235016 - [INFO] - [E:187| 0]: Train Loss:0.00098224, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:39:08,845 - testrun_4a235016 - [INFO] - [E:187| 100]: Train Loss:0.00093873, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:41:12,973 - testrun_4a235016 - [INFO] - [E:187| 200]: Train Loss:0.00093981, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:43:17,065 - testrun_4a235016 - [INFO] - [E:187| 300]: Train Loss:0.00093856, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:45:21,301 - testrun_4a235016 - [INFO] - [E:187| 400]: Train Loss:0.00093833, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:47:25,218 - testrun_4a235016 - [INFO] - [E:187| 500]: Train Loss:0.00093841, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:49:29,387 - testrun_4a235016 - [INFO] - [E:187| 600]: Train Loss:0.00093829, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:51:20,100 - testrun_4a235016 - [INFO] - [E:187| 700]: Train Loss:0.00093847, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:53:04,013 - testrun_4a235016 - [INFO] - [E:187| 800]: Train Loss:0.00093879, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:55:08,111 - testrun_4a235016 - [INFO] - [E:187| 900]: Train Loss:0.00093914, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:57:12,283 - testrun_4a235016 - [INFO] - [E:187| 1000]: Train Loss:0.00093897, Val MRR:0.43612, testrun_4a235016 +2023-06-04 12:59:16,406 - testrun_4a235016 - [INFO] - [E:187| 1100]: Train Loss:0.00093884, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:01:20,802 - testrun_4a235016 - [INFO] - [E:187| 1200]: Train Loss:0.00093921, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:03:24,918 - testrun_4a235016 - [INFO] - [E:187| 1300]: Train Loss:0.00093969, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:05:28,865 - testrun_4a235016 - [INFO] - [E:187| 1400]: Train Loss:0.00093958, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:07:32,942 - testrun_4a235016 - [INFO] - [E:187| 1500]: Train Loss:0.0009399, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:09:36,945 - testrun_4a235016 - [INFO] - [E:187| 1600]: Train Loss:0.00093975, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:10:57,989 - testrun_4a235016 - [INFO] - [Epoch:187]: Training Loss:0.0009397 + +2023-06-04 13:10:58,550 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 13:11:38,504 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 13:11:58,293 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 13:12:32,254 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 13:12:51,871 - testrun_4a235016 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.50978, Head : 0.33761, Avg : 0.4237 + +2023-06-04 13:12:51,919 - testrun_4a235016 - [INFO] - [Epoch 187]: Training Loss: 0.00093968, Valid MRR: 0.43612, + + + +2023-06-04 13:12:52,977 - testrun_4a235016 - [INFO] - [E:188| 0]: Train Loss:0.00094794, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:14:47,640 - testrun_4a235016 - [INFO] - [E:188| 100]: Train Loss:0.00093791, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:16:51,822 - testrun_4a235016 - [INFO] - [E:188| 200]: Train Loss:0.00093938, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:18:55,996 - testrun_4a235016 - [INFO] - [E:188| 300]: Train Loss:0.00093971, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:21:00,084 - testrun_4a235016 - [INFO] - [E:188| 400]: Train Loss:0.00093939, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:23:04,483 - testrun_4a235016 - [INFO] - [E:188| 500]: Train Loss:0.00093972, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:25:08,388 - testrun_4a235016 - [INFO] - [E:188| 600]: Train Loss:0.0009392, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:27:12,137 - testrun_4a235016 - [INFO] - [E:188| 700]: Train Loss:0.00093866, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:29:17,480 - testrun_4a235016 - [INFO] - [E:188| 800]: Train Loss:0.00093883, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:31:22,905 - testrun_4a235016 - [INFO] - [E:188| 900]: Train Loss:0.00093907, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:33:11,735 - testrun_4a235016 - [INFO] - [E:188| 1000]: Train Loss:0.00093903, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:34:56,011 - testrun_4a235016 - [INFO] - [E:188| 1100]: Train Loss:0.00093917, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:37:00,092 - testrun_4a235016 - [INFO] - [E:188| 1200]: Train Loss:0.00093895, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:39:04,254 - testrun_4a235016 - [INFO] - [E:188| 1300]: Train Loss:0.00093908, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:41:07,992 - testrun_4a235016 - [INFO] - [E:188| 1400]: Train Loss:0.0009391, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:43:12,158 - testrun_4a235016 - [INFO] - [E:188| 1500]: Train Loss:0.00093938, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:45:16,242 - testrun_4a235016 - [INFO] - [E:188| 1600]: Train Loss:0.00093959, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:46:37,398 - testrun_4a235016 - [INFO] - [Epoch:188]: Training Loss:0.0009395 + +2023-06-04 13:46:37,933 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 13:47:21,865 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 13:47:47,359 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 13:48:31,750 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 13:48:57,082 - testrun_4a235016 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.50204, Head : 0.36905, Avg : 0.43554 + +2023-06-04 13:48:57,117 - testrun_4a235016 - [INFO] - [Epoch 188]: Training Loss: 0.00093955, Valid MRR: 0.43612, + + + +2023-06-04 13:48:58,444 - testrun_4a235016 - [INFO] - [E:189| 0]: Train Loss:0.00093198, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:51:02,729 - testrun_4a235016 - [INFO] - [E:189| 100]: Train Loss:0.00093928, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:53:07,152 - testrun_4a235016 - [INFO] - [E:189| 200]: Train Loss:0.00094067, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:54:40,939 - testrun_4a235016 - [INFO] - [E:189| 300]: Train Loss:0.00093914, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:56:19,359 - testrun_4a235016 - [INFO] - [E:189| 400]: Train Loss:0.00093844, Val MRR:0.43612, testrun_4a235016 +2023-06-04 13:58:23,085 - testrun_4a235016 - [INFO] - [E:189| 500]: Train Loss:0.00093891, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:00:27,131 - testrun_4a235016 - [INFO] - [E:189| 600]: Train Loss:0.00093952, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:02:31,172 - testrun_4a235016 - [INFO] - [E:189| 700]: Train Loss:0.00093915, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:04:35,186 - testrun_4a235016 - [INFO] - [E:189| 800]: Train Loss:0.00093915, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:06:39,123 - testrun_4a235016 - [INFO] - [E:189| 900]: Train Loss:0.00093911, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:08:42,946 - testrun_4a235016 - [INFO] - [E:189| 1000]: Train Loss:0.00093897, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:10:46,886 - testrun_4a235016 - [INFO] - [E:189| 1100]: Train Loss:0.00093918, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:12:50,898 - testrun_4a235016 - [INFO] - [E:189| 1200]: Train Loss:0.00093937, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:14:52,485 - testrun_4a235016 - [INFO] - [E:189| 1300]: Train Loss:0.0009394, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:16:32,018 - testrun_4a235016 - [INFO] - [E:189| 1400]: Train Loss:0.00093944, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:18:32,348 - testrun_4a235016 - [INFO] - [E:189| 1500]: Train Loss:0.00093936, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:20:37,642 - testrun_4a235016 - [INFO] - [E:189| 1600]: Train Loss:0.00093945, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:21:59,404 - testrun_4a235016 - [INFO] - [Epoch:189]: Training Loss:0.0009394 + +2023-06-04 14:21:59,970 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 14:22:44,444 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 14:23:10,213 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 14:23:54,982 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 14:24:20,363 - testrun_4a235016 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.50738, Head : 0.34479, Avg : 0.42609 + MR: Tail : 932.73, Head : 970.51, Avg : 951.62 + Hit-1: Tail : 0.42968, Head : 0.25193, Avg : 0.34081 + Hit-3: Tail : 0.55438, Head : 0.3946, Avg : 0.47449 + Hit-10: Tail : 0.6493, Head : 0.51831, Avg : 0.5838 +2023-06-04 14:24:20,392 - testrun_4a235016 - [INFO] - [Epoch 189]: Training Loss: 0.00093938, Valid MRR: 0.43612, + + + +2023-06-04 14:24:21,671 - testrun_4a235016 - [INFO] - [E:190| 0]: Train Loss:0.00094172, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:26:26,778 - testrun_4a235016 - [INFO] - [E:190| 100]: Train Loss:0.00093995, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:28:31,730 - testrun_4a235016 - [INFO] - [E:190| 200]: Train Loss:0.00093933, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:30:36,904 - testrun_4a235016 - [INFO] - [E:190| 300]: Train Loss:0.00093955, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:32:41,643 - testrun_4a235016 - [INFO] - [E:190| 400]: Train Loss:0.00093963, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:34:45,793 - testrun_4a235016 - [INFO] - [E:190| 500]: Train Loss:0.00094025, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:36:31,606 - testrun_4a235016 - [INFO] - [E:190| 600]: Train Loss:0.00093952, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:38:17,399 - testrun_4a235016 - [INFO] - [E:190| 700]: Train Loss:0.00093997, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:40:21,400 - testrun_4a235016 - [INFO] - [E:190| 800]: Train Loss:0.00094009, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:42:25,425 - testrun_4a235016 - [INFO] - [E:190| 900]: Train Loss:0.00093993, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:44:29,161 - testrun_4a235016 - [INFO] - [E:190| 1000]: Train Loss:0.00093982, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:46:33,011 - testrun_4a235016 - [INFO] - [E:190| 1100]: Train Loss:0.00093968, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:48:36,539 - testrun_4a235016 - [INFO] - [E:190| 1200]: Train Loss:0.00093936, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:50:40,140 - testrun_4a235016 - [INFO] - [E:190| 1300]: Train Loss:0.00093964, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:52:44,153 - testrun_4a235016 - [INFO] - [E:190| 1400]: Train Loss:0.00093964, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:54:47,962 - testrun_4a235016 - [INFO] - [E:190| 1500]: Train Loss:0.00093971, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:56:48,413 - testrun_4a235016 - [INFO] - [E:190| 1600]: Train Loss:0.00093952, Val MRR:0.43612, testrun_4a235016 +2023-06-04 14:57:50,962 - testrun_4a235016 - [INFO] - [Epoch:190]: Training Loss:0.0009394 + +2023-06-04 14:57:51,296 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 14:58:24,005 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 14:58:42,689 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 14:59:24,914 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 14:59:50,042 - testrun_4a235016 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.49844, Head : 0.30381, Avg : 0.40113 + +2023-06-04 14:59:50,082 - testrun_4a235016 - [INFO] - [Epoch 190]: Training Loss: 0.00093942, Valid MRR: 0.43612, + + + +2023-06-04 14:59:51,414 - testrun_4a235016 - [INFO] - [E:191| 0]: Train Loss:0.00095081, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:01:56,585 - testrun_4a235016 - [INFO] - [E:191| 100]: Train Loss:0.00093635, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:04:01,300 - testrun_4a235016 - [INFO] - [E:191| 200]: Train Loss:0.00093718, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:06:05,893 - testrun_4a235016 - [INFO] - [E:191| 300]: Train Loss:0.00093779, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:08:10,709 - testrun_4a235016 - [INFO] - [E:191| 400]: Train Loss:0.0009377, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:10:15,507 - testrun_4a235016 - [INFO] - [E:191| 500]: Train Loss:0.00093802, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:12:20,270 - testrun_4a235016 - [INFO] - [E:191| 600]: Train Loss:0.00093808, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:14:25,090 - testrun_4a235016 - [INFO] - [E:191| 700]: Train Loss:0.00093802, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:16:29,474 - testrun_4a235016 - [INFO] - [E:191| 800]: Train Loss:0.00093793, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:18:18,074 - testrun_4a235016 - [INFO] - [E:191| 900]: Train Loss:0.00093859, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:19:46,857 - testrun_4a235016 - [INFO] - [E:191| 1000]: Train Loss:0.0009388, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:21:39,910 - testrun_4a235016 - [INFO] - [E:191| 1100]: Train Loss:0.00093899, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:23:43,831 - testrun_4a235016 - [INFO] - [E:191| 1200]: Train Loss:0.00093884, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:25:47,641 - testrun_4a235016 - [INFO] - [E:191| 1300]: Train Loss:0.00093892, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:27:51,431 - testrun_4a235016 - [INFO] - [E:191| 1400]: Train Loss:0.00093893, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:29:55,300 - testrun_4a235016 - [INFO] - [E:191| 1500]: Train Loss:0.00093904, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:31:59,197 - testrun_4a235016 - [INFO] - [E:191| 1600]: Train Loss:0.00093923, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:33:20,006 - testrun_4a235016 - [INFO] - [Epoch:191]: Training Loss:0.0009393 + +2023-06-04 15:33:20,576 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 15:34:04,524 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 15:34:30,060 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 15:35:14,364 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 15:35:39,518 - testrun_4a235016 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.50103, Head : 0.31565, Avg : 0.40834 + +2023-06-04 15:35:39,560 - testrun_4a235016 - [INFO] - [Epoch 191]: Training Loss: 0.00093928, Valid MRR: 0.43612, + + + +2023-06-04 15:35:40,860 - testrun_4a235016 - [INFO] - [E:192| 0]: Train Loss:0.00093931, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:37:45,375 - testrun_4a235016 - [INFO] - [E:192| 100]: Train Loss:0.00093753, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:39:38,455 - testrun_4a235016 - [INFO] - [E:192| 200]: Train Loss:0.0009375, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:41:07,743 - testrun_4a235016 - [INFO] - [E:192| 300]: Train Loss:0.0009379, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:43:00,127 - testrun_4a235016 - [INFO] - [E:192| 400]: Train Loss:0.0009376, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:45:04,444 - testrun_4a235016 - [INFO] - [E:192| 500]: Train Loss:0.00093751, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:47:09,069 - testrun_4a235016 - [INFO] - [E:192| 600]: Train Loss:0.00093856, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:49:13,734 - testrun_4a235016 - [INFO] - [E:192| 700]: Train Loss:0.00093879, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:51:18,062 - testrun_4a235016 - [INFO] - [E:192| 800]: Train Loss:0.00093893, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:53:22,328 - testrun_4a235016 - [INFO] - [E:192| 900]: Train Loss:0.00093903, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:55:27,123 - testrun_4a235016 - [INFO] - [E:192| 1000]: Train Loss:0.0009387, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:57:31,836 - testrun_4a235016 - [INFO] - [E:192| 1100]: Train Loss:0.00093889, Val MRR:0.43612, testrun_4a235016 +2023-06-04 15:59:36,364 - testrun_4a235016 - [INFO] - [E:192| 1200]: Train Loss:0.00093888, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:01:21,242 - testrun_4a235016 - [INFO] - [E:192| 1300]: Train Loss:0.0009393, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:02:50,767 - testrun_4a235016 - [INFO] - [E:192| 1400]: Train Loss:0.00093913, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:04:51,118 - testrun_4a235016 - [INFO] - [E:192| 1500]: Train Loss:0.0009391, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:06:55,747 - testrun_4a235016 - [INFO] - [E:192| 1600]: Train Loss:0.00093902, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:08:17,145 - testrun_4a235016 - [INFO] - [Epoch:192]: Training Loss:0.0009389 + +2023-06-04 16:08:17,712 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 16:09:01,907 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 16:09:27,568 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 16:10:11,974 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 16:10:37,231 - testrun_4a235016 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.5037, Head : 0.3183, Avg : 0.411 + +2023-06-04 16:10:37,270 - testrun_4a235016 - [INFO] - [Epoch 192]: Training Loss: 0.00093889, Valid MRR: 0.43612, + + + +2023-06-04 16:10:38,578 - testrun_4a235016 - [INFO] - [E:193| 0]: Train Loss:0.00092565, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:12:43,055 - testrun_4a235016 - [INFO] - [E:193| 100]: Train Loss:0.00094454, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:14:47,593 - testrun_4a235016 - [INFO] - [E:193| 200]: Train Loss:0.00094075, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:16:52,054 - testrun_4a235016 - [INFO] - [E:193| 300]: Train Loss:0.00094241, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:18:55,995 - testrun_4a235016 - [INFO] - [E:193| 400]: Train Loss:0.00094106, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:20:59,803 - testrun_4a235016 - [INFO] - [E:193| 500]: Train Loss:0.00094151, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:22:43,856 - testrun_4a235016 - [INFO] - [E:193| 600]: Train Loss:0.00094079, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:24:13,714 - testrun_4a235016 - [INFO] - [E:193| 700]: Train Loss:0.00094029, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:26:12,467 - testrun_4a235016 - [INFO] - [E:193| 800]: Train Loss:0.00094003, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:28:15,897 - testrun_4a235016 - [INFO] - [E:193| 900]: Train Loss:0.0009398, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:30:19,639 - testrun_4a235016 - [INFO] - [E:193| 1000]: Train Loss:0.00093941, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:32:23,451 - testrun_4a235016 - [INFO] - [E:193| 1100]: Train Loss:0.00093928, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:34:26,965 - testrun_4a235016 - [INFO] - [E:193| 1200]: Train Loss:0.00093901, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:36:30,575 - testrun_4a235016 - [INFO] - [E:193| 1300]: Train Loss:0.00093924, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:38:34,216 - testrun_4a235016 - [INFO] - [E:193| 1400]: Train Loss:0.00093909, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:40:37,689 - testrun_4a235016 - [INFO] - [E:193| 1500]: Train Loss:0.00093889, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:42:41,555 - testrun_4a235016 - [INFO] - [E:193| 1600]: Train Loss:0.00093891, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:43:53,308 - testrun_4a235016 - [INFO] - [Epoch:193]: Training Loss:0.000939 + +2023-06-04 16:43:53,688 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 16:44:26,597 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 16:44:45,684 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 16:45:18,499 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 16:45:38,566 - testrun_4a235016 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.49922, Head : 0.34574, Avg : 0.42248 + +2023-06-04 16:45:38,606 - testrun_4a235016 - [INFO] - [Epoch 193]: Training Loss: 0.00093897, Valid MRR: 0.43612, + + + +2023-06-04 16:45:39,890 - testrun_4a235016 - [INFO] - [E:194| 0]: Train Loss:0.00094815, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:47:43,375 - testrun_4a235016 - [INFO] - [E:194| 100]: Train Loss:0.0009371, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:49:46,830 - testrun_4a235016 - [INFO] - [E:194| 200]: Train Loss:0.00093914, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:51:50,664 - testrun_4a235016 - [INFO] - [E:194| 300]: Train Loss:0.00093886, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:53:54,048 - testrun_4a235016 - [INFO] - [E:194| 400]: Train Loss:0.00093921, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:55:57,695 - testrun_4a235016 - [INFO] - [E:194| 500]: Train Loss:0.00093867, Val MRR:0.43612, testrun_4a235016 +2023-06-04 16:58:01,396 - testrun_4a235016 - [INFO] - [E:194| 600]: Train Loss:0.00093908, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:00:05,389 - testrun_4a235016 - [INFO] - [E:194| 700]: Train Loss:0.00093917, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:02:08,938 - testrun_4a235016 - [INFO] - [E:194| 800]: Train Loss:0.00093895, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:04:12,870 - testrun_4a235016 - [INFO] - [E:194| 900]: Train Loss:0.00093888, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:05:52,370 - testrun_4a235016 - [INFO] - [E:194| 1000]: Train Loss:0.00093884, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:07:43,075 - testrun_4a235016 - [INFO] - [E:194| 1100]: Train Loss:0.00093878, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:09:47,211 - testrun_4a235016 - [INFO] - [E:194| 1200]: Train Loss:0.00093891, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:11:51,659 - testrun_4a235016 - [INFO] - [E:194| 1300]: Train Loss:0.00093879, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:13:56,265 - testrun_4a235016 - [INFO] - [E:194| 1400]: Train Loss:0.00093896, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:16:00,616 - testrun_4a235016 - [INFO] - [E:194| 1500]: Train Loss:0.00093901, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:18:05,219 - testrun_4a235016 - [INFO] - [E:194| 1600]: Train Loss:0.00093905, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:19:26,495 - testrun_4a235016 - [INFO] - [Epoch:194]: Training Loss:0.0009391 + +2023-06-04 17:19:26,948 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 17:20:11,123 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 17:20:36,757 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 17:21:21,207 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 17:21:46,569 - testrun_4a235016 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.48961, Head : 0.31139, Avg : 0.4005 + +2023-06-04 17:21:46,597 - testrun_4a235016 - [INFO] - [Epoch 194]: Training Loss: 0.00093906, Valid MRR: 0.43612, + + + +2023-06-04 17:21:47,891 - testrun_4a235016 - [INFO] - [E:195| 0]: Train Loss:0.00093509, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:23:52,417 - testrun_4a235016 - [INFO] - [E:195| 100]: Train Loss:0.00093845, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:25:49,159 - testrun_4a235016 - [INFO] - [E:195| 200]: Train Loss:0.00093822, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:27:17,862 - testrun_4a235016 - [INFO] - [E:195| 300]: Train Loss:0.00093736, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:29:01,030 - testrun_4a235016 - [INFO] - [E:195| 400]: Train Loss:0.00093912, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:31:04,752 - testrun_4a235016 - [INFO] - [E:195| 500]: Train Loss:0.00093957, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:33:08,666 - testrun_4a235016 - [INFO] - [E:195| 600]: Train Loss:0.00093956, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:35:12,608 - testrun_4a235016 - [INFO] - [E:195| 700]: Train Loss:0.00093966, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:37:16,494 - testrun_4a235016 - [INFO] - [E:195| 800]: Train Loss:0.00093985, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:39:20,479 - testrun_4a235016 - [INFO] - [E:195| 900]: Train Loss:0.00093973, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:41:24,311 - testrun_4a235016 - [INFO] - [E:195| 1000]: Train Loss:0.00093911, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:43:28,146 - testrun_4a235016 - [INFO] - [E:195| 1100]: Train Loss:0.00093882, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:45:32,135 - testrun_4a235016 - [INFO] - [E:195| 1200]: Train Loss:0.00093855, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:47:29,029 - testrun_4a235016 - [INFO] - [E:195| 1300]: Train Loss:0.00093861, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:49:04,962 - testrun_4a235016 - [INFO] - [E:195| 1400]: Train Loss:0.00093869, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:51:05,515 - testrun_4a235016 - [INFO] - [E:195| 1500]: Train Loss:0.00093867, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:53:09,472 - testrun_4a235016 - [INFO] - [E:195| 1600]: Train Loss:0.00093877, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:54:30,403 - testrun_4a235016 - [INFO] - [Epoch:195]: Training Loss:0.0009387 + +2023-06-04 17:54:30,835 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 17:55:14,744 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 17:55:40,012 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 17:56:24,338 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 17:56:49,405 - testrun_4a235016 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.49784, Head : 0.34834, Avg : 0.42309 + +2023-06-04 17:56:49,433 - testrun_4a235016 - [INFO] - [Epoch 195]: Training Loss: 0.00093872, Valid MRR: 0.43612, + + + +2023-06-04 17:56:50,764 - testrun_4a235016 - [INFO] - [E:196| 0]: Train Loss:0.00095679, Val MRR:0.43612, testrun_4a235016 +2023-06-04 17:58:54,493 - testrun_4a235016 - [INFO] - [E:196| 100]: Train Loss:0.00094174, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:00:58,000 - testrun_4a235016 - [INFO] - [E:196| 200]: Train Loss:0.00094197, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:03:01,778 - testrun_4a235016 - [INFO] - [E:196| 300]: Train Loss:0.00094067, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:05:05,221 - testrun_4a235016 - [INFO] - [E:196| 400]: Train Loss:0.00094024, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:07:09,055 - testrun_4a235016 - [INFO] - [E:196| 500]: Train Loss:0.00093935, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:08:58,989 - testrun_4a235016 - [INFO] - [E:196| 600]: Train Loss:0.00093958, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:10:39,901 - testrun_4a235016 - [INFO] - [E:196| 700]: Train Loss:0.0009391, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:12:44,459 - testrun_4a235016 - [INFO] - [E:196| 800]: Train Loss:0.00093874, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:14:49,271 - testrun_4a235016 - [INFO] - [E:196| 900]: Train Loss:0.00093842, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:16:53,947 - testrun_4a235016 - [INFO] - [E:196| 1000]: Train Loss:0.00093814, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:18:58,722 - testrun_4a235016 - [INFO] - [E:196| 1100]: Train Loss:0.00093823, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:21:03,640 - testrun_4a235016 - [INFO] - [E:196| 1200]: Train Loss:0.00093884, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:23:08,129 - testrun_4a235016 - [INFO] - [E:196| 1300]: Train Loss:0.00093851, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:25:12,663 - testrun_4a235016 - [INFO] - [E:196| 1400]: Train Loss:0.00093841, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:27:17,372 - testrun_4a235016 - [INFO] - [E:196| 1500]: Train Loss:0.00093836, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:29:18,331 - testrun_4a235016 - [INFO] - [E:196| 1600]: Train Loss:0.00093847, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:30:16,354 - testrun_4a235016 - [INFO] - [Epoch:196]: Training Loss:0.0009386 + +2023-06-04 18:30:16,614 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 18:30:46,547 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 18:31:03,805 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 18:31:33,736 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 18:31:53,878 - testrun_4a235016 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.49955, Head : 0.34057, Avg : 0.42006 + +2023-06-04 18:31:53,906 - testrun_4a235016 - [INFO] - [Epoch 196]: Training Loss: 0.00093862, Valid MRR: 0.43612, + + + +2023-06-04 18:31:55,200 - testrun_4a235016 - [INFO] - [E:197| 0]: Train Loss:0.00090951, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:33:59,862 - testrun_4a235016 - [INFO] - [E:197| 100]: Train Loss:0.00093699, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:36:04,254 - testrun_4a235016 - [INFO] - [E:197| 200]: Train Loss:0.00093729, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:38:08,857 - testrun_4a235016 - [INFO] - [E:197| 300]: Train Loss:0.00093758, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:40:13,780 - testrun_4a235016 - [INFO] - [E:197| 400]: Train Loss:0.00093771, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:42:18,506 - testrun_4a235016 - [INFO] - [E:197| 500]: Train Loss:0.00093787, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:44:23,223 - testrun_4a235016 - [INFO] - [E:197| 600]: Train Loss:0.00093733, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:46:27,845 - testrun_4a235016 - [INFO] - [E:197| 700]: Train Loss:0.00093773, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:48:32,542 - testrun_4a235016 - [INFO] - [E:197| 800]: Train Loss:0.00093755, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:50:37,064 - testrun_4a235016 - [INFO] - [E:197| 900]: Train Loss:0.0009374, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:52:05,504 - testrun_4a235016 - [INFO] - [E:197| 1000]: Train Loss:0.00093772, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:53:43,338 - testrun_4a235016 - [INFO] - [E:197| 1100]: Train Loss:0.00093791, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:55:48,142 - testrun_4a235016 - [INFO] - [E:197| 1200]: Train Loss:0.00093792, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:57:52,972 - testrun_4a235016 - [INFO] - [E:197| 1300]: Train Loss:0.00093782, Val MRR:0.43612, testrun_4a235016 +2023-06-04 18:59:57,872 - testrun_4a235016 - [INFO] - [E:197| 1400]: Train Loss:0.0009382, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:02:02,372 - testrun_4a235016 - [INFO] - [E:197| 1500]: Train Loss:0.0009383, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:04:06,856 - testrun_4a235016 - [INFO] - [E:197| 1600]: Train Loss:0.00093841, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:05:28,207 - testrun_4a235016 - [INFO] - [Epoch:197]: Training Loss:0.0009385 + +2023-06-04 19:05:28,792 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 19:06:13,076 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 19:06:38,799 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 19:07:23,531 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 19:07:48,897 - testrun_4a235016 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.50152, Head : 0.30132, Avg : 0.40142 + +2023-06-04 19:07:48,938 - testrun_4a235016 - [INFO] - [Epoch 197]: Training Loss: 0.00093854, Valid MRR: 0.43612, + + + +2023-06-04 19:07:50,248 - testrun_4a235016 - [INFO] - [E:198| 0]: Train Loss:0.00093513, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:09:54,990 - testrun_4a235016 - [INFO] - [E:198| 100]: Train Loss:0.00093662, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:11:59,585 - testrun_4a235016 - [INFO] - [E:198| 200]: Train Loss:0.00093637, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:13:29,022 - testrun_4a235016 - [INFO] - [E:198| 300]: Train Loss:0.00093729, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:15:05,608 - testrun_4a235016 - [INFO] - [E:198| 400]: Train Loss:0.00093773, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:17:10,495 - testrun_4a235016 - [INFO] - [E:198| 500]: Train Loss:0.00093794, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:19:15,272 - testrun_4a235016 - [INFO] - [E:198| 600]: Train Loss:0.00093762, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:21:20,068 - testrun_4a235016 - [INFO] - [E:198| 700]: Train Loss:0.00093764, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:23:24,725 - testrun_4a235016 - [INFO] - [E:198| 800]: Train Loss:0.00093803, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:25:29,212 - testrun_4a235016 - [INFO] - [E:198| 900]: Train Loss:0.00093809, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:27:33,891 - testrun_4a235016 - [INFO] - [E:198| 1000]: Train Loss:0.00093795, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:29:38,985 - testrun_4a235016 - [INFO] - [E:198| 1100]: Train Loss:0.00093774, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:31:43,505 - testrun_4a235016 - [INFO] - [E:198| 1200]: Train Loss:0.00093787, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:33:42,484 - testrun_4a235016 - [INFO] - [E:198| 1300]: Train Loss:0.00093817, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:35:10,975 - testrun_4a235016 - [INFO] - [E:198| 1400]: Train Loss:0.00093815, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:36:54,085 - testrun_4a235016 - [INFO] - [E:198| 1500]: Train Loss:0.00093824, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:38:58,711 - testrun_4a235016 - [INFO] - [E:198| 1600]: Train Loss:0.00093825, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:40:20,415 - testrun_4a235016 - [INFO] - [Epoch:198]: Training Loss:0.0009383 + +2023-06-04 19:40:20,888 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 19:41:05,176 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 19:41:30,791 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 19:42:15,589 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 19:42:41,064 - testrun_4a235016 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.50479, Head : 0.35968, Avg : 0.43224 + +2023-06-04 19:42:41,092 - testrun_4a235016 - [INFO] - [Epoch 198]: Training Loss: 0.00093833, Valid MRR: 0.43612, + + + +2023-06-04 19:42:42,377 - testrun_4a235016 - [INFO] - [E:199| 0]: Train Loss:0.00091501, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:44:47,103 - testrun_4a235016 - [INFO] - [E:199| 100]: Train Loss:0.00093893, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:46:51,739 - testrun_4a235016 - [INFO] - [E:199| 200]: Train Loss:0.00093818, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:48:56,504 - testrun_4a235016 - [INFO] - [E:199| 300]: Train Loss:0.00093811, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:51:01,150 - testrun_4a235016 - [INFO] - [E:199| 400]: Train Loss:0.00093818, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:53:05,334 - testrun_4a235016 - [INFO] - [E:199| 500]: Train Loss:0.00093863, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:55:05,204 - testrun_4a235016 - [INFO] - [E:199| 600]: Train Loss:0.00093832, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:56:33,853 - testrun_4a235016 - [INFO] - [E:199| 700]: Train Loss:0.00093805, Val MRR:0.43612, testrun_4a235016 +2023-06-04 19:58:15,681 - testrun_4a235016 - [INFO] - [E:199| 800]: Train Loss:0.00093787, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:00:20,436 - testrun_4a235016 - [INFO] - [E:199| 900]: Train Loss:0.00093775, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:02:25,140 - testrun_4a235016 - [INFO] - [E:199| 1000]: Train Loss:0.00093759, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:04:30,125 - testrun_4a235016 - [INFO] - [E:199| 1100]: Train Loss:0.00093746, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:06:34,866 - testrun_4a235016 - [INFO] - [E:199| 1200]: Train Loss:0.00093771, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:08:39,766 - testrun_4a235016 - [INFO] - [E:199| 1300]: Train Loss:0.00093831, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:10:44,576 - testrun_4a235016 - [INFO] - [E:199| 1400]: Train Loss:0.00093835, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:12:49,325 - testrun_4a235016 - [INFO] - [E:199| 1500]: Train Loss:0.00093829, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:14:53,608 - testrun_4a235016 - [INFO] - [E:199| 1600]: Train Loss:0.00093839, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:16:15,058 - testrun_4a235016 - [INFO] - [Epoch:199]: Training Loss:0.0009384 + +2023-06-04 20:16:15,625 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 20:16:47,415 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 20:17:04,856 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 20:17:35,001 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 20:17:52,096 - testrun_4a235016 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.49875, Head : 0.34276, Avg : 0.42076 + MR: Tail : 924.17, Head : 992.4, Avg : 958.28 + Hit-1: Tail : 0.41865, Head : 0.23783, Avg : 0.32824 + Hit-3: Tail : 0.54731, Head : 0.40994, Avg : 0.47862 + Hit-10: Tail : 0.64539, Head : 0.53226, Avg : 0.58883 +2023-06-04 20:17:52,129 - testrun_4a235016 - [INFO] - [Epoch 199]: Training Loss: 0.00093839, Valid MRR: 0.43612, + + + +2023-06-04 20:17:53,007 - testrun_4a235016 - [INFO] - [E:200| 0]: Train Loss:0.0009662, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:19:32,013 - testrun_4a235016 - [INFO] - [E:200| 100]: Train Loss:0.00093842, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:21:36,565 - testrun_4a235016 - [INFO] - [E:200| 200]: Train Loss:0.00093825, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:23:41,459 - testrun_4a235016 - [INFO] - [E:200| 300]: Train Loss:0.00093861, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:25:46,642 - testrun_4a235016 - [INFO] - [E:200| 400]: Train Loss:0.00093906, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:27:51,294 - testrun_4a235016 - [INFO] - [E:200| 500]: Train Loss:0.00093989, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:29:56,335 - testrun_4a235016 - [INFO] - [E:200| 600]: Train Loss:0.0009391, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:32:01,041 - testrun_4a235016 - [INFO] - [E:200| 700]: Train Loss:0.00093885, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:34:05,794 - testrun_4a235016 - [INFO] - [E:200| 800]: Train Loss:0.00093842, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:36:10,667 - testrun_4a235016 - [INFO] - [E:200| 900]: Train Loss:0.00093834, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:38:07,267 - testrun_4a235016 - [INFO] - [E:200| 1000]: Train Loss:0.00093837, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:39:35,871 - testrun_4a235016 - [INFO] - [E:200| 1100]: Train Loss:0.0009383, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:41:21,360 - testrun_4a235016 - [INFO] - [E:200| 1200]: Train Loss:0.00093826, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:43:26,311 - testrun_4a235016 - [INFO] - [E:200| 1300]: Train Loss:0.00093832, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:45:31,044 - testrun_4a235016 - [INFO] - [E:200| 1400]: Train Loss:0.00093847, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:47:35,714 - testrun_4a235016 - [INFO] - [E:200| 1500]: Train Loss:0.00093847, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:49:40,269 - testrun_4a235016 - [INFO] - [E:200| 1600]: Train Loss:0.00093838, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:51:01,688 - testrun_4a235016 - [INFO] - [Epoch:200]: Training Loss:0.0009384 + +2023-06-04 20:51:02,215 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 20:51:46,548 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 20:52:12,205 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 20:52:56,893 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 20:53:22,251 - testrun_4a235016 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.5041, Head : 0.35097, Avg : 0.42754 + +2023-06-04 20:53:22,278 - testrun_4a235016 - [INFO] - [Epoch 200]: Training Loss: 0.00093843, Valid MRR: 0.43612, + + + +2023-06-04 20:53:23,555 - testrun_4a235016 - [INFO] - [E:201| 0]: Train Loss:0.00098896, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:55:28,346 - testrun_4a235016 - [INFO] - [E:201| 100]: Train Loss:0.00093746, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:57:32,917 - testrun_4a235016 - [INFO] - [E:201| 200]: Train Loss:0.00093638, Val MRR:0.43612, testrun_4a235016 +2023-06-04 20:59:30,620 - testrun_4a235016 - [INFO] - [E:201| 300]: Train Loss:0.00093624, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:00:59,037 - testrun_4a235016 - [INFO] - [E:201| 400]: Train Loss:0.00093554, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:02:43,510 - testrun_4a235016 - [INFO] - [E:201| 500]: Train Loss:0.00093625, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:04:48,436 - testrun_4a235016 - [INFO] - [E:201| 600]: Train Loss:0.00093661, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:06:53,295 - testrun_4a235016 - [INFO] - [E:201| 700]: Train Loss:0.00093709, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:08:58,029 - testrun_4a235016 - [INFO] - [E:201| 800]: Train Loss:0.00093679, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:11:02,721 - testrun_4a235016 - [INFO] - [E:201| 900]: Train Loss:0.00093703, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:13:07,268 - testrun_4a235016 - [INFO] - [E:201| 1000]: Train Loss:0.00093725, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:15:12,216 - testrun_4a235016 - [INFO] - [E:201| 1100]: Train Loss:0.00093779, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:17:17,271 - testrun_4a235016 - [INFO] - [E:201| 1200]: Train Loss:0.00093778, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:19:22,114 - testrun_4a235016 - [INFO] - [E:201| 1300]: Train Loss:0.00093814, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:21:12,709 - testrun_4a235016 - [INFO] - [E:201| 1400]: Train Loss:0.00093837, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:22:41,298 - testrun_4a235016 - [INFO] - [E:201| 1500]: Train Loss:0.00093839, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:24:33,061 - testrun_4a235016 - [INFO] - [E:201| 1600]: Train Loss:0.00093827, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:25:54,578 - testrun_4a235016 - [INFO] - [Epoch:201]: Training Loss:0.0009382 + +2023-06-04 21:25:54,973 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 21:26:39,472 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 21:27:05,174 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 21:27:49,732 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 21:28:15,160 - testrun_4a235016 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.50388, Head : 0.32884, Avg : 0.41636 + +2023-06-04 21:28:15,201 - testrun_4a235016 - [INFO] - [Epoch 201]: Training Loss: 0.00093824, Valid MRR: 0.43612, + + + +2023-06-04 21:28:16,546 - testrun_4a235016 - [INFO] - [E:202| 0]: Train Loss:0.00093329, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:30:21,218 - testrun_4a235016 - [INFO] - [E:202| 100]: Train Loss:0.00093704, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:32:25,873 - testrun_4a235016 - [INFO] - [E:202| 200]: Train Loss:0.00093818, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:34:30,656 - testrun_4a235016 - [INFO] - [E:202| 300]: Train Loss:0.00093796, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:36:35,595 - testrun_4a235016 - [INFO] - [E:202| 400]: Train Loss:0.00093809, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:38:40,519 - testrun_4a235016 - [INFO] - [E:202| 500]: Train Loss:0.0009381, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:40:45,374 - testrun_4a235016 - [INFO] - [E:202| 600]: Train Loss:0.00093798, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:42:36,394 - testrun_4a235016 - [INFO] - [E:202| 700]: Train Loss:0.00093756, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:44:04,838 - testrun_4a235016 - [INFO] - [E:202| 800]: Train Loss:0.00093763, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:45:56,568 - testrun_4a235016 - [INFO] - [E:202| 900]: Train Loss:0.00093765, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:48:01,276 - testrun_4a235016 - [INFO] - [E:202| 1000]: Train Loss:0.00093748, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:50:05,950 - testrun_4a235016 - [INFO] - [E:202| 1100]: Train Loss:0.00093762, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:52:10,956 - testrun_4a235016 - [INFO] - [E:202| 1200]: Train Loss:0.0009379, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:54:15,896 - testrun_4a235016 - [INFO] - [E:202| 1300]: Train Loss:0.000938, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:56:20,819 - testrun_4a235016 - [INFO] - [E:202| 1400]: Train Loss:0.00093809, Val MRR:0.43612, testrun_4a235016 +2023-06-04 21:58:25,789 - testrun_4a235016 - [INFO] - [E:202| 1500]: Train Loss:0.00093805, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:00:30,443 - testrun_4a235016 - [INFO] - [E:202| 1600]: Train Loss:0.00093813, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:01:52,007 - testrun_4a235016 - [INFO] - [Epoch:202]: Training Loss:0.0009383 + +2023-06-04 22:01:52,574 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 22:02:37,009 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 22:03:02,722 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 22:03:40,507 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 22:03:57,799 - testrun_4a235016 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.50087, Head : 0.34568, Avg : 0.42328 + +2023-06-04 22:03:57,839 - testrun_4a235016 - [INFO] - [Epoch 202]: Training Loss: 0.00093826, Valid MRR: 0.43612, + + + +2023-06-04 22:03:58,785 - testrun_4a235016 - [INFO] - [E:203| 0]: Train Loss:0.00094561, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:05:27,373 - testrun_4a235016 - [INFO] - [E:203| 100]: Train Loss:0.00093601, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:07:18,078 - testrun_4a235016 - [INFO] - [E:203| 200]: Train Loss:0.00093593, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:09:23,085 - testrun_4a235016 - [INFO] - [E:203| 300]: Train Loss:0.00093711, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:11:28,179 - testrun_4a235016 - [INFO] - [E:203| 400]: Train Loss:0.00093695, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:13:33,242 - testrun_4a235016 - [INFO] - [E:203| 500]: Train Loss:0.00093713, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:15:37,938 - testrun_4a235016 - [INFO] - [E:203| 600]: Train Loss:0.00093814, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:17:43,008 - testrun_4a235016 - [INFO] - [E:203| 700]: Train Loss:0.00093844, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:19:48,021 - testrun_4a235016 - [INFO] - [E:203| 800]: Train Loss:0.00093841, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:21:53,063 - testrun_4a235016 - [INFO] - [E:203| 900]: Train Loss:0.00093828, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:23:57,947 - testrun_4a235016 - [INFO] - [E:203| 1000]: Train Loss:0.00093811, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:25:42,092 - testrun_4a235016 - [INFO] - [E:203| 1100]: Train Loss:0.00093811, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:27:10,561 - testrun_4a235016 - [INFO] - [E:203| 1200]: Train Loss:0.00093802, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:29:09,037 - testrun_4a235016 - [INFO] - [E:203| 1300]: Train Loss:0.00093805, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:31:14,054 - testrun_4a235016 - [INFO] - [E:203| 1400]: Train Loss:0.00093807, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:33:19,026 - testrun_4a235016 - [INFO] - [E:203| 1500]: Train Loss:0.00093796, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:35:24,326 - testrun_4a235016 - [INFO] - [E:203| 1600]: Train Loss:0.00093779, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:36:46,184 - testrun_4a235016 - [INFO] - [Epoch:203]: Training Loss:0.0009379 + +2023-06-04 22:36:46,592 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 22:37:31,232 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 22:37:57,108 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 22:38:41,990 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 22:39:07,596 - testrun_4a235016 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.50279, Head : 0.31374, Avg : 0.40826 + +2023-06-04 22:39:07,634 - testrun_4a235016 - [INFO] - [Epoch 203]: Training Loss: 0.00093788, Valid MRR: 0.43612, + + + +2023-06-04 22:39:08,982 - testrun_4a235016 - [INFO] - [E:204| 0]: Train Loss:0.00091399, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:41:14,213 - testrun_4a235016 - [INFO] - [E:204| 100]: Train Loss:0.00093735, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:43:19,479 - testrun_4a235016 - [INFO] - [E:204| 200]: Train Loss:0.00093685, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:45:24,995 - testrun_4a235016 - [INFO] - [E:204| 300]: Train Loss:0.00093798, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:47:07,017 - testrun_4a235016 - [INFO] - [E:204| 400]: Train Loss:0.00093911, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:48:35,314 - testrun_4a235016 - [INFO] - [E:204| 500]: Train Loss:0.00093882, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:50:35,931 - testrun_4a235016 - [INFO] - [E:204| 600]: Train Loss:0.00093822, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:52:41,455 - testrun_4a235016 - [INFO] - [E:204| 700]: Train Loss:0.00093811, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:54:46,639 - testrun_4a235016 - [INFO] - [E:204| 800]: Train Loss:0.00093826, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:56:52,160 - testrun_4a235016 - [INFO] - [E:204| 900]: Train Loss:0.0009382, Val MRR:0.43612, testrun_4a235016 +2023-06-04 22:58:57,711 - testrun_4a235016 - [INFO] - [E:204| 1000]: Train Loss:0.00093825, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:01:03,093 - testrun_4a235016 - [INFO] - [E:204| 1100]: Train Loss:0.00093864, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:03:08,506 - testrun_4a235016 - [INFO] - [E:204| 1200]: Train Loss:0.00093871, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:05:13,869 - testrun_4a235016 - [INFO] - [E:204| 1300]: Train Loss:0.00093877, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:07:19,320 - testrun_4a235016 - [INFO] - [E:204| 1400]: Train Loss:0.00093881, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:08:51,116 - testrun_4a235016 - [INFO] - [E:204| 1500]: Train Loss:0.00093872, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:10:25,761 - testrun_4a235016 - [INFO] - [E:204| 1600]: Train Loss:0.0009388, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:11:47,759 - testrun_4a235016 - [INFO] - [Epoch:204]: Training Loss:0.0009386 + +2023-06-04 23:11:48,235 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 23:12:32,834 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 23:12:58,759 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 23:13:43,558 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 23:14:09,040 - testrun_4a235016 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.47885, Head : 0.34495, Avg : 0.4119 + +2023-06-04 23:14:09,067 - testrun_4a235016 - [INFO] - [Epoch 204]: Training Loss: 0.00093857, Valid MRR: 0.43612, + + + +2023-06-04 23:14:10,372 - testrun_4a235016 - [INFO] - [E:205| 0]: Train Loss:0.00094456, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:16:15,713 - testrun_4a235016 - [INFO] - [E:205| 100]: Train Loss:0.00093728, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:18:21,325 - testrun_4a235016 - [INFO] - [E:205| 200]: Train Loss:0.00093544, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:20:26,618 - testrun_4a235016 - [INFO] - [E:205| 300]: Train Loss:0.00093533, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:22:32,194 - testrun_4a235016 - [INFO] - [E:205| 400]: Train Loss:0.00093631, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:24:37,511 - testrun_4a235016 - [INFO] - [E:205| 500]: Train Loss:0.00093697, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:26:42,877 - testrun_4a235016 - [INFO] - [E:205| 600]: Train Loss:0.0009369, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:28:48,136 - testrun_4a235016 - [INFO] - [E:205| 700]: Train Loss:0.00093649, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:30:16,745 - testrun_4a235016 - [INFO] - [E:205| 800]: Train Loss:0.00093654, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:31:54,265 - testrun_4a235016 - [INFO] - [E:205| 900]: Train Loss:0.00093652, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:33:59,816 - testrun_4a235016 - [INFO] - [E:205| 1000]: Train Loss:0.00093661, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:36:05,386 - testrun_4a235016 - [INFO] - [E:205| 1100]: Train Loss:0.00093716, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:38:10,826 - testrun_4a235016 - [INFO] - [E:205| 1200]: Train Loss:0.00093752, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:40:15,991 - testrun_4a235016 - [INFO] - [E:205| 1300]: Train Loss:0.00093746, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:42:21,649 - testrun_4a235016 - [INFO] - [E:205| 1400]: Train Loss:0.00093756, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:44:26,999 - testrun_4a235016 - [INFO] - [E:205| 1500]: Train Loss:0.00093746, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:46:32,238 - testrun_4a235016 - [INFO] - [E:205| 1600]: Train Loss:0.00093751, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:47:54,127 - testrun_4a235016 - [INFO] - [Epoch:205]: Training Loss:0.0009376 + +2023-06-04 23:47:54,693 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-04 23:48:39,183 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-04 23:49:04,938 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-04 23:49:49,707 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-04 23:50:12,595 - testrun_4a235016 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.49461, Head : 0.31892, Avg : 0.40676 + +2023-06-04 23:50:12,634 - testrun_4a235016 - [INFO] - [Epoch 205]: Training Loss: 0.00093761, Valid MRR: 0.43612, + + + +2023-06-04 23:50:13,652 - testrun_4a235016 - [INFO] - [E:206| 0]: Train Loss:0.00094283, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:51:42,243 - testrun_4a235016 - [INFO] - [E:206| 100]: Train Loss:0.00093876, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:53:22,549 - testrun_4a235016 - [INFO] - [E:206| 200]: Train Loss:0.00093718, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:55:28,173 - testrun_4a235016 - [INFO] - [E:206| 300]: Train Loss:0.00093661, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:57:33,522 - testrun_4a235016 - [INFO] - [E:206| 400]: Train Loss:0.00093762, Val MRR:0.43612, testrun_4a235016 +2023-06-04 23:59:39,042 - testrun_4a235016 - [INFO] - [E:206| 500]: Train Loss:0.00093808, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:01:44,377 - testrun_4a235016 - [INFO] - [E:206| 600]: Train Loss:0.00093783, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:03:49,874 - testrun_4a235016 - [INFO] - [E:206| 700]: Train Loss:0.00093817, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:05:55,046 - testrun_4a235016 - [INFO] - [E:206| 800]: Train Loss:0.00093812, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:08:00,679 - testrun_4a235016 - [INFO] - [E:206| 900]: Train Loss:0.00093773, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:10:06,055 - testrun_4a235016 - [INFO] - [E:206| 1000]: Train Loss:0.00093749, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:11:58,212 - testrun_4a235016 - [INFO] - [E:206| 1100]: Train Loss:0.00093736, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:13:26,362 - testrun_4a235016 - [INFO] - [E:206| 1200]: Train Loss:0.00093753, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:15:16,923 - testrun_4a235016 - [INFO] - [E:206| 1300]: Train Loss:0.00093779, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:17:22,450 - testrun_4a235016 - [INFO] - [E:206| 1400]: Train Loss:0.00093776, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:19:27,907 - testrun_4a235016 - [INFO] - [E:206| 1500]: Train Loss:0.00093775, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:21:33,261 - testrun_4a235016 - [INFO] - [E:206| 1600]: Train Loss:0.00093758, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:22:55,009 - testrun_4a235016 - [INFO] - [Epoch:206]: Training Loss:0.0009377 + +2023-06-05 00:22:55,467 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-05 00:23:40,035 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-05 00:24:05,998 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-05 00:24:50,808 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-05 00:25:16,375 - testrun_4a235016 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.48903, Head : 0.32069, Avg : 0.40486 + +2023-06-05 00:25:16,402 - testrun_4a235016 - [INFO] - [Epoch 206]: Training Loss: 0.00093767, Valid MRR: 0.43612, + + + +2023-06-05 00:25:17,717 - testrun_4a235016 - [INFO] - [E:207| 0]: Train Loss:0.00094023, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:27:22,939 - testrun_4a235016 - [INFO] - [E:207| 100]: Train Loss:0.00093443, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:29:28,301 - testrun_4a235016 - [INFO] - [E:207| 200]: Train Loss:0.00093489, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:31:32,501 - testrun_4a235016 - [INFO] - [E:207| 300]: Train Loss:0.0009369, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:33:25,054 - testrun_4a235016 - [INFO] - [E:207| 400]: Train Loss:0.00093687, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:35:04,176 - testrun_4a235016 - [INFO] - [E:207| 500]: Train Loss:0.00093687, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:37:08,101 - testrun_4a235016 - [INFO] - [E:207| 600]: Train Loss:0.00093705, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:39:11,891 - testrun_4a235016 - [INFO] - [E:207| 700]: Train Loss:0.00093671, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:41:16,011 - testrun_4a235016 - [INFO] - [E:207| 800]: Train Loss:0.00093743, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:43:19,902 - testrun_4a235016 - [INFO] - [E:207| 900]: Train Loss:0.00093776, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:45:23,825 - testrun_4a235016 - [INFO] - [E:207| 1000]: Train Loss:0.00093789, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:47:27,953 - testrun_4a235016 - [INFO] - [E:207| 1100]: Train Loss:0.0009377, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:49:32,081 - testrun_4a235016 - [INFO] - [E:207| 1200]: Train Loss:0.00093771, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:51:36,149 - testrun_4a235016 - [INFO] - [E:207| 1300]: Train Loss:0.00093747, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:53:40,305 - testrun_4a235016 - [INFO] - [E:207| 1400]: Train Loss:0.00093736, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:55:20,222 - testrun_4a235016 - [INFO] - [E:207| 1500]: Train Loss:0.00093745, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:57:15,619 - testrun_4a235016 - [INFO] - [E:207| 1600]: Train Loss:0.00093764, Val MRR:0.43612, testrun_4a235016 +2023-06-05 00:58:36,775 - testrun_4a235016 - [INFO] - [Epoch:207]: Training Loss:0.0009377 + +2023-06-05 00:58:37,244 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-05 00:59:21,194 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-05 00:59:46,640 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-05 01:00:30,854 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-05 01:00:56,138 - testrun_4a235016 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.48587, Head : 0.35214, Avg : 0.419 + +2023-06-05 01:00:56,165 - testrun_4a235016 - [INFO] - [Epoch 207]: Training Loss: 0.0009377, Valid MRR: 0.43612, + + + +2023-06-05 01:00:57,433 - testrun_4a235016 - [INFO] - [E:208| 0]: Train Loss:0.00093417, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:03:01,441 - testrun_4a235016 - [INFO] - [E:208| 100]: Train Loss:0.00093668, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:05:05,325 - testrun_4a235016 - [INFO] - [E:208| 200]: Train Loss:0.0009363, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:07:09,503 - testrun_4a235016 - [INFO] - [E:208| 300]: Train Loss:0.00093663, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:09:13,367 - testrun_4a235016 - [INFO] - [E:208| 400]: Train Loss:0.00093755, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:11:17,605 - testrun_4a235016 - [INFO] - [E:208| 500]: Train Loss:0.00093735, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:13:21,795 - testrun_4a235016 - [INFO] - [E:208| 600]: Train Loss:0.00093754, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:15:17,922 - testrun_4a235016 - [INFO] - [E:208| 700]: Train Loss:0.00093762, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:16:55,444 - testrun_4a235016 - [INFO] - [E:208| 800]: Train Loss:0.00093758, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:19:00,618 - testrun_4a235016 - [INFO] - [E:208| 900]: Train Loss:0.0009375, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:21:05,816 - testrun_4a235016 - [INFO] - [E:208| 1000]: Train Loss:0.00093743, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:23:10,900 - testrun_4a235016 - [INFO] - [E:208| 1100]: Train Loss:0.00093764, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:25:16,154 - testrun_4a235016 - [INFO] - [E:208| 1200]: Train Loss:0.0009377, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:27:21,374 - testrun_4a235016 - [INFO] - [E:208| 1300]: Train Loss:0.00093769, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:29:26,534 - testrun_4a235016 - [INFO] - [E:208| 1400]: Train Loss:0.00093785, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:31:31,748 - testrun_4a235016 - [INFO] - [E:208| 1500]: Train Loss:0.00093797, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:33:37,204 - testrun_4a235016 - [INFO] - [E:208| 1600]: Train Loss:0.00093854, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:34:58,881 - testrun_4a235016 - [INFO] - [Epoch:208]: Training Loss:0.0009384 + +2023-06-05 01:34:59,312 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-05 01:35:43,259 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-05 01:36:00,411 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-05 01:36:30,715 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-05 01:36:47,835 - testrun_4a235016 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.49752, Head : 0.36216, Avg : 0.42984 + +2023-06-05 01:36:47,873 - testrun_4a235016 - [INFO] - [Epoch 208]: Training Loss: 0.00093837, Valid MRR: 0.43612, + + + +2023-06-05 01:36:48,756 - testrun_4a235016 - [INFO] - [E:209| 0]: Train Loss:0.00092968, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:38:18,613 - testrun_4a235016 - [INFO] - [E:209| 100]: Train Loss:0.00093962, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:40:23,947 - testrun_4a235016 - [INFO] - [E:209| 200]: Train Loss:0.0009388, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:42:29,005 - testrun_4a235016 - [INFO] - [E:209| 300]: Train Loss:0.00093737, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:44:34,150 - testrun_4a235016 - [INFO] - [E:209| 400]: Train Loss:0.00093739, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:46:39,266 - testrun_4a235016 - [INFO] - [E:209| 500]: Train Loss:0.0009378, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:48:44,360 - testrun_4a235016 - [INFO] - [E:209| 600]: Train Loss:0.00093736, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:50:49,540 - testrun_4a235016 - [INFO] - [E:209| 700]: Train Loss:0.00093685, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:52:54,674 - testrun_4a235016 - [INFO] - [E:209| 800]: Train Loss:0.00093708, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:54:59,657 - testrun_4a235016 - [INFO] - [E:209| 900]: Train Loss:0.00093688, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:57:04,406 - testrun_4a235016 - [INFO] - [E:209| 1000]: Train Loss:0.00093718, Val MRR:0.43612, testrun_4a235016 +2023-06-05 01:58:33,188 - testrun_4a235016 - [INFO] - [E:209| 1100]: Train Loss:0.00093716, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:00:12,404 - testrun_4a235016 - [INFO] - [E:209| 1200]: Train Loss:0.00093736, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:02:17,724 - testrun_4a235016 - [INFO] - [E:209| 1300]: Train Loss:0.00093734, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:04:22,979 - testrun_4a235016 - [INFO] - [E:209| 1400]: Train Loss:0.00093758, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:06:27,898 - testrun_4a235016 - [INFO] - [E:209| 1500]: Train Loss:0.0009378, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:08:33,302 - testrun_4a235016 - [INFO] - [E:209| 1600]: Train Loss:0.00093776, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:09:55,015 - testrun_4a235016 - [INFO] - [Epoch:209]: Training Loss:0.0009378 + +2023-06-05 02:09:55,583 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 0] testrun_4a235016 +2023-06-05 02:10:39,964 - testrun_4a235016 - [INFO] - [Valid, Tail_Batch Step 100] testrun_4a235016 +2023-06-05 02:11:05,702 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 0] testrun_4a235016 +2023-06-05 02:11:50,296 - testrun_4a235016 - [INFO] - [Valid, Head_Batch Step 100] testrun_4a235016 +2023-06-05 02:12:15,821 - testrun_4a235016 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.49321, Head : 0.36834, Avg : 0.43077 + MR: Tail : 923.85, Head : 950.2, Avg : 937.02 + Hit-1: Tail : 0.40499, Head : 0.27954, Avg : 0.34227 + Hit-3: Tail : 0.55132, Head : 0.41578, Avg : 0.48355 + Hit-10: Tail : 0.64583, Head : 0.53736, Avg : 0.5916 +2023-06-05 02:12:15,859 - testrun_4a235016 - [INFO] - [Epoch 209]: Training Loss: 0.00093777, Valid MRR: 0.43612, + + + +2023-06-05 02:12:17,169 - testrun_4a235016 - [INFO] - [E:210| 0]: Train Loss:0.00093269, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:14:22,504 - testrun_4a235016 - [INFO] - [E:210| 100]: Train Loss:0.00093681, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:16:27,784 - testrun_4a235016 - [INFO] - [E:210| 200]: Train Loss:0.0009367, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:18:29,589 - testrun_4a235016 - [INFO] - [E:210| 300]: Train Loss:0.00093551, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:19:58,547 - testrun_4a235016 - [INFO] - [E:210| 400]: Train Loss:0.00093558, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:21:40,668 - testrun_4a235016 - [INFO] - [E:210| 500]: Train Loss:0.00093551, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:23:46,117 - testrun_4a235016 - [INFO] - [E:210| 600]: Train Loss:0.00093572, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:25:51,324 - testrun_4a235016 - [INFO] - [E:210| 700]: Train Loss:0.00093588, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:27:56,468 - testrun_4a235016 - [INFO] - [E:210| 800]: Train Loss:0.00093595, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:30:01,605 - testrun_4a235016 - [INFO] - [E:210| 900]: Train Loss:0.00093605, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:32:06,751 - testrun_4a235016 - [INFO] - [E:210| 1000]: Train Loss:0.0009361, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:34:12,046 - testrun_4a235016 - [INFO] - [E:210| 1100]: Train Loss:0.00093637, Val MRR:0.43612, testrun_4a235016 +2023-06-05 02:36:17,281 - testrun_4a235016 - [INFO] - [E:210| 1200]: Train Loss:0.00093644, Val MRR:0.43612, testrun_4a235016 diff --git a/log/testrun_4f5d8391 b/log/testrun_4f5d8391 new file mode 100644 index 0000000..e9e0a91 --- /dev/null +++ b/log/testrun_4f5d8391 @@ -0,0 +1 @@ +2023-05-06 08:35:13,356 - testrun_4f5d8391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_4f5d8391', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} diff --git a/log/testrun_540f6a03 b/log/testrun_540f6a03 new file mode 100644 index 0000000..d480099 --- /dev/null +++ b/log/testrun_540f6a03 @@ -0,0 +1 @@ +2023-05-06 08:34:55,992 - testrun_540f6a03 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_540f6a03', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} diff --git a/log/testrun_5a901712 b/log/testrun_5a901712 new file mode 100644 index 0000000..8309bb8 --- /dev/null +++ b/log/testrun_5a901712 @@ -0,0 +1 @@ +2023-05-17 07:04:56,051 - testrun_5a901712 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_5a901712', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_5cafe61a b/log/testrun_5cafe61a new file mode 100644 index 0000000..7ab5aa3 --- /dev/null +++ b/log/testrun_5cafe61a @@ -0,0 +1,44 @@ +2023-05-17 06:48:57,396 - testrun_5cafe61a - [INFO] - {'dataset': 'icews14', 'name': 'testrun_5cafe61a', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} +2023-05-17 06:49:44,802 - concurrent.futures - [ERROR] - exception calling callback for +joblib.externals.loky.process_executor._RemoteTraceback: +""" +Traceback (most recent call last): + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/joblib/externals/loky/process_executor.py", line 391, in _process_worker + call_item = call_queue.get(block=True, timeout=timeout) + File "/opt/conda/envs/kgs2s/lib/python3.8/multiprocessing/queues.py", line 116, in get + return _ForkingPickler.loads(res) + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/torch/storage.py", line 222, in _load_from_bytes + return torch.load(io.BytesIO(b)) + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/torch/serialization.py", line 713, in load + return _legacy_load(opened_file, map_location, pickle_module, **pickle_load_args) + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/torch/serialization.py", line 930, in _legacy_load + result = unpickler.load() + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/torch/serialization.py", line 876, in persistent_load + wrap_storage=restore_location(obj, location), + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/torch/serialization.py", line 175, in default_restore_location + result = fn(storage, location) + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/torch/serialization.py", line 155, in _cuda_deserialize + return torch._UntypedStorage(obj.nbytes(), device=torch.device(location)) +RuntimeError: CUDA out of memory. Tried to allocate 678.00 MiB (GPU 0; 31.72 GiB total capacity; 0 bytes already allocated; 593.94 MiB free; 0 bytes reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF +""" + +The above exception was the direct cause of the following exception: + +Traceback (most recent call last): + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/joblib/externals/loky/_base.py", line 26, in _invoke_callbacks + callback(self) + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/joblib/parallel.py", line 385, in __call__ + self.parallel.dispatch_next() + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/joblib/parallel.py", line 834, in dispatch_next + if not self.dispatch_one_batch(self._original_iterator): + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/joblib/parallel.py", line 901, in dispatch_one_batch + self._dispatch(tasks) + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/joblib/parallel.py", line 819, in _dispatch + job = self._backend.apply_async(batch, callback=cb) + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/joblib/_parallel_backends.py", line 556, in apply_async + future = self._workers.submit(SafeFunction(func)) + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/joblib/externals/loky/reusable_executor.py", line 176, in submit + return super().submit(fn, *args, **kwargs) + File "/opt/conda/envs/kgs2s/lib/python3.8/site-packages/joblib/externals/loky/process_executor.py", line 1129, in submit + raise self._flags.broken +joblib.externals.loky.process_executor.BrokenProcessPool: A task has failed to un-serialize. Please ensure that the arguments of the function are all picklable. diff --git a/log/testrun_6fd94d59 b/log/testrun_6fd94d59 new file mode 100644 index 0000000..b99b092 --- /dev/null +++ b/log/testrun_6fd94d59 @@ -0,0 +1 @@ +2023-05-06 08:34:33,652 - testrun_6fd94d59 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_6fd94d59', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} diff --git a/log/testrun_7c096a18 b/log/testrun_7c096a18 new file mode 100644 index 0000000..462c6f9 --- /dev/null +++ b/log/testrun_7c096a18 @@ -0,0 +1 @@ +2023-05-17 06:56:35,124 - testrun_7c096a18 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_7c096a18', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_7fb885ee b/log/testrun_7fb885ee new file mode 100644 index 0000000..5b186ad --- /dev/null +++ b/log/testrun_7fb885ee @@ -0,0 +1 @@ +2023-05-17 07:13:14,777 - testrun_7fb885ee - [INFO] - {'dataset': 'icews14', 'name': 'testrun_7fb885ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_8f32040f b/log/testrun_8f32040f new file mode 100644 index 0000000..2a7d16f --- /dev/null +++ b/log/testrun_8f32040f @@ -0,0 +1 @@ +2023-05-17 06:59:35,220 - testrun_8f32040f - [INFO] - {'dataset': 'icews14', 'name': 'testrun_8f32040f', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_958ef154 b/log/testrun_958ef154 new file mode 100644 index 0000000..4eba086 --- /dev/null +++ b/log/testrun_958ef154 @@ -0,0 +1 @@ +2023-05-17 06:16:45,427 - testrun_958ef154 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_958ef154', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_9acdfb58 b/log/testrun_9acdfb58 new file mode 100644 index 0000000..e76503d --- /dev/null +++ b/log/testrun_9acdfb58 @@ -0,0 +1,2 @@ +2023-05-06 08:36:46,668 - testrun_9acdfb58 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_9acdfb58', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +2023-05-06 08:36:57,409 - testrun_9acdfb58 - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, testrun_9acdfb58 diff --git a/log/testrun_a051cf32 b/log/testrun_a051cf32 new file mode 100644 index 0000000..0a36ba9 --- /dev/null +++ b/log/testrun_a051cf32 @@ -0,0 +1 @@ +2023-05-17 06:36:14,606 - testrun_a051cf32 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_a051cf32', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_a06d39d0 b/log/testrun_a06d39d0 new file mode 100644 index 0000000..dc3d6b0 --- /dev/null +++ b/log/testrun_a06d39d0 @@ -0,0 +1 @@ +2023-05-17 06:13:16,274 - testrun_a06d39d0 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_a06d39d0', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_aca2b734 b/log/testrun_aca2b734 new file mode 100644 index 0000000..ff5cab7 --- /dev/null +++ b/log/testrun_aca2b734 @@ -0,0 +1 @@ +2023-05-17 06:41:20,654 - testrun_aca2b734 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_aca2b734', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_ad7a0edb b/log/testrun_ad7a0edb new file mode 100644 index 0000000..e79e034 --- /dev/null +++ b/log/testrun_ad7a0edb @@ -0,0 +1 @@ +2023-05-17 06:45:54,332 - testrun_ad7a0edb - [INFO] - {'dataset': 'icews14', 'name': 'testrun_ad7a0edb', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_ae6f81ee b/log/testrun_ae6f81ee new file mode 100644 index 0000000..3645eaa --- /dev/null +++ b/log/testrun_ae6f81ee @@ -0,0 +1,7958 @@ +2023-05-30 17:59:51,696 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-30 18:00:27,083 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:00:57,123 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:01:27,158 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:01:57,177 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:02:27,224 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:02:57,272 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:03:27,320 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:03:57,363 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:04:27,416 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:04:57,436 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:05:27,483 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:05:57,529 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:06:27,572 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:06:57,623 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:07:27,666 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:07:57,722 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:08:27,766 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:08:57,788 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:09:27,832 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:09:57,864 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:10:27,897 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:10:57,939 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:11:27,982 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:11:58,044 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:12:28,095 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:12:58,129 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:13:28,176 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:13:58,233 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:14:28,279 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:14:58,328 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:15:28,351 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:15:58,398 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:16:28,446 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:16:58,496 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:17:28,544 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:17:58,592 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:18:28,640 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:18:58,684 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:19:28,731 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:19:58,781 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:20:28,852 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:20:58,901 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:21:28,951 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:21:58,993 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:22:29,030 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:22:59,050 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:23:29,096 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:23:59,146 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:24:29,221 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:24:59,274 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:25:29,319 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:25:59,356 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:26:29,401 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:26:59,450 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:27:29,504 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:27:59,561 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:28:29,607 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:28:59,652 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:29:29,696 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:29:59,736 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:30:29,787 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:30:59,839 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:31:29,884 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:31:59,935 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:32:29,957 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:33:00,007 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:33:30,056 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:34:00,105 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:34:30,155 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:35:00,207 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:35:30,229 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:36:00,271 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:36:30,322 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:37:00,375 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:37:30,412 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:38:00,439 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:38:30,484 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:39:00,540 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:39:30,583 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:40:00,632 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:40:30,684 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:41:00,736 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:41:30,782 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:42:00,855 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:42:30,907 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:43:00,959 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:43:30,984 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:44:01,038 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:44:31,066 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:45:01,127 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:45:31,175 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:46:01,228 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:46:31,282 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:47:01,332 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:47:31,390 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:48:01,440 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:48:31,471 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:49:01,520 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:49:31,563 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:50:01,617 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:50:31,675 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:51:01,727 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:51:31,761 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:52:01,819 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:52:31,873 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:53:01,924 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:53:31,976 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:54:02,000 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:54:32,047 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:55:02,099 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:55:32,151 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:56:02,206 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:56:32,267 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:57:02,317 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:57:32,364 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:58:02,415 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:58:32,472 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:59:02,531 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:59:32,574 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:00:02,619 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:00:32,666 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:01:02,711 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:01:32,759 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:02:02,817 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:02:32,863 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:03:02,916 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:03:32,967 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:04:03,021 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:04:33,073 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:05:03,124 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:05:33,178 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:06:03,248 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:06:33,303 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:07:03,355 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:07:33,407 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:08:03,431 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:08:33,479 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:09:03,528 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:09:33,576 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:10:03,603 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:10:33,663 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:11:03,720 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:11:33,775 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:12:03,835 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:12:33,882 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:13:03,930 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:13:33,988 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:14:04,058 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:14:34,117 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:15:04,168 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:15:34,218 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:16:04,277 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:16:34,329 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:17:04,391 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:17:34,430 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:18:04,480 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:18:34,514 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:19:04,566 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:19:34,624 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:20:04,687 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:20:34,739 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:21:04,791 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:21:34,842 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:22:04,895 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:22:34,948 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:23:05,001 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:23:35,051 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:24:05,108 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:24:35,159 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:25:05,213 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:25:35,263 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:26:05,315 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:26:35,376 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:27:05,425 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:27:35,478 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:28:05,527 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:28:35,580 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:29:05,639 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:29:35,692 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:30:05,753 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:30:35,808 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:31:05,860 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:31:35,913 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:32:05,987 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:32:36,044 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:33:06,102 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:33:36,152 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:34:06,183 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:34:36,244 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:35:06,295 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:35:36,354 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:36:06,405 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:36:36,463 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:37:06,501 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:37:36,540 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:38:06,596 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:38:36,657 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:39:06,716 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:39:36,780 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:40:06,832 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:40:36,900 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:41:06,956 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:41:37,009 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:42:07,060 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:42:37,114 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:43:07,165 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:43:37,216 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:44:07,280 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:44:37,319 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:45:07,399 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:45:37,442 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:46:07,496 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:46:37,547 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:47:07,615 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:47:37,653 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:48:07,718 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:48:37,779 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:49:07,831 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:49:37,883 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:50:07,949 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:50:38,000 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:51:08,068 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:51:38,119 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:52:08,174 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:52:38,199 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:53:08,251 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:53:38,303 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:54:08,357 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:54:38,409 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:55:08,463 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:55:38,529 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:56:08,584 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:56:38,624 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:57:08,680 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:57:38,739 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:58:08,796 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:58:38,843 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:59:08,897 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:59:38,936 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:00:08,996 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:00:39,059 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:01:09,118 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:01:39,175 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:02:09,256 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:02:39,316 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:03:09,399 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:03:39,456 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:04:09,489 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:04:39,546 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:05:09,585 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:05:39,639 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:06:09,700 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:06:39,761 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:07:09,816 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:07:39,883 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:08:09,908 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:08:39,967 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:09:10,028 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:09:40,093 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:10:10,148 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:10:40,208 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:11:10,264 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:11:40,337 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:12:10,391 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:12:40,447 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:13:10,505 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:13:40,563 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:14:10,631 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:14:40,697 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:15:10,747 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:15:40,777 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:16:10,841 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:16:40,911 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:17:10,963 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:17:41,029 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:18:11,096 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:18:41,152 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:19:11,224 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:19:41,288 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:20:11,363 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:20:41,422 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:21:11,475 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:21:41,538 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:22:11,592 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:22:41,658 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:23:11,719 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:23:41,744 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:24:11,800 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:24:41,860 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:25:11,936 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:25:41,993 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:26:12,064 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:26:42,136 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:27:12,174 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:27:42,235 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:28:12,300 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:28:42,372 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:29:12,445 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:29:42,508 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:30:12,566 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:30:42,635 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:31:12,690 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:31:42,728 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:32:12,786 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:32:42,827 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:33:12,885 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:33:42,946 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:34:13,008 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:34:43,085 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:35:13,163 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:35:43,218 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:36:13,276 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:36:43,339 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:37:13,400 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:37:43,447 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:38:13,502 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:38:43,558 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:39:13,636 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:39:43,709 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:40:13,767 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:40:43,844 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:41:13,877 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:41:43,961 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:42:14,016 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:42:44,072 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:43:14,140 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:43:44,202 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:44:14,262 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:44:44,326 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:45:14,412 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:45:44,471 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:46:14,518 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:46:44,581 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:47:14,624 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:47:44,685 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:48:14,744 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:48:44,812 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:49:14,871 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:49:44,948 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:50:15,011 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:50:45,076 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:51:15,150 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:51:45,208 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:52:15,267 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:52:45,330 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:53:15,392 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:53:45,460 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:54:15,519 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:54:45,545 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:55:15,577 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:55:45,640 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:56:15,719 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:56:45,783 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:57:15,841 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:57:45,901 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:58:15,959 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:58:46,023 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:59:16,096 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:59:46,160 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:00:16,240 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:00:46,295 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:01:16,352 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:01:46,436 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:02:16,497 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:02:46,532 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:03:16,587 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:03:46,647 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:04:16,712 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:04:46,770 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:05:16,829 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:05:46,906 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:06:16,963 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:06:47,021 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:07:17,087 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:07:47,147 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:08:17,210 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:08:47,282 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:09:17,344 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:09:47,422 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:10:17,484 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:10:47,518 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:11:17,598 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:11:47,659 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:12:17,696 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:12:47,767 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:13:17,851 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:13:47,916 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:14:17,973 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:14:48,007 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:15:18,064 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:15:48,124 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:16:18,184 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:16:48,253 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:17:18,331 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:17:48,407 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:18:18,470 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:18:48,527 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:19:18,594 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:19:48,657 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:20:18,719 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:20:48,795 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:21:18,867 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:21:48,927 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:22:18,991 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:22:49,060 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:23:19,124 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:23:49,195 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:24:19,256 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:24:49,319 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:25:19,374 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:25:49,437 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:26:19,497 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:26:49,574 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:27:19,611 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:27:49,649 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:28:19,725 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:28:49,796 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:29:19,881 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:29:49,960 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:30:20,027 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:30:50,093 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:31:20,161 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:31:50,242 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:32:20,307 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:32:50,374 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:33:20,439 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:33:50,500 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:34:20,580 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:34:50,645 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:35:20,707 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:35:50,751 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:36:20,824 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:36:50,891 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:37:20,979 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:37:51,042 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:38:21,108 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:38:51,169 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:39:21,233 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:39:51,317 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:40:21,355 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:40:51,412 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:41:21,491 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:41:51,559 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:42:21,621 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:42:51,706 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:43:21,767 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:43:51,832 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:44:21,885 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:44:51,951 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:45:22,012 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:45:52,097 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:46:22,137 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:46:52,202 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:47:22,288 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:47:52,356 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:48:22,428 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:48:52,502 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:49:22,538 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:49:52,604 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:50:22,691 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:50:52,765 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:51:22,820 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:51:52,893 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:52:22,958 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:52:53,024 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:53:23,103 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:53:53,171 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:54:23,229 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:54:53,275 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:55:23,343 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:55:53,403 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:56:23,483 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:56:53,535 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:57:23,620 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:57:53,687 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:58:23,755 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:58:53,842 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:59:23,918 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:59:53,982 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:00:24,052 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:00:54,137 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:01:24,204 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:01:54,287 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:02:24,356 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:02:54,408 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:03:24,444 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:03:54,519 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:04:24,585 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:04:54,655 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:05:24,723 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:05:54,790 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:06:24,856 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:06:54,919 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:07:24,989 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:07:55,069 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:08:25,139 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:08:55,183 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:09:25,267 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:09:55,331 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:10:25,400 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:10:55,471 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:11:25,536 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:11:55,583 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:12:25,648 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:12:55,720 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:13:25,802 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:13:55,863 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:14:25,926 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:14:55,958 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:15:26,020 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:15:56,115 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:16:26,177 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:16:56,256 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:17:26,328 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:17:56,395 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:18:26,472 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:18:56,551 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:19:26,624 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:19:56,697 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:20:26,750 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:20:56,825 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:21:26,896 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:21:56,994 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:22:27,063 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:22:57,138 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:23:27,207 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:23:57,282 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:24:27,347 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:24:57,411 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:25:27,444 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:25:57,511 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:26:27,571 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:26:57,635 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:27:27,679 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:27:57,757 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:28:27,800 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:28:57,863 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:29:27,929 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:29:58,009 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:30:28,076 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:30:58,141 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:31:28,209 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:31:58,275 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:32:28,346 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:32:58,380 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:33:28,443 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:33:58,534 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:34:28,623 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:34:58,688 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:35:28,782 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:35:58,835 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:36:28,907 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:36:58,986 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:37:29,048 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:37:59,112 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:38:29,204 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:38:59,279 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:39:29,344 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:39:59,427 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:40:29,495 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:40:59,560 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:41:29,643 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:41:59,716 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:42:29,800 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:42:59,875 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:43:29,952 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:44:00,020 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:44:30,094 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:45:00,162 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:45:30,219 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:46:00,308 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:46:30,391 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:47:00,460 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:47:30,512 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:48:00,580 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:48:30,667 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:49:00,747 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:49:30,823 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:50:00,899 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:50:30,968 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:51:01,069 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:51:31,157 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:52:01,192 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:52:31,260 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:53:01,355 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:53:31,421 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:54:01,486 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:54:31,537 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:55:01,612 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:55:31,697 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:56:01,789 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:56:31,860 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:57:01,931 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:57:32,028 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:58:02,111 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:58:32,183 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:59:02,265 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:59:32,330 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:00:02,392 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:00:32,455 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:01:02,525 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:01:32,594 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:02:02,661 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:02:32,735 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:03:02,801 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:03:32,867 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:04:02,940 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:04:33,029 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:05:03,098 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:05:33,167 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:06:03,252 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:06:33,322 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:07:03,375 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:07:33,432 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:08:03,511 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:08:33,587 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:09:03,659 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:09:33,723 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:10:03,802 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:10:33,873 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:11:03,940 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:11:34,027 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:12:04,094 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:12:34,169 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:13:04,236 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:13:34,320 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:14:04,397 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:14:34,472 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:15:04,563 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:15:34,639 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:16:04,716 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:16:34,779 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:17:04,856 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:17:34,946 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:18:05,024 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:18:35,103 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:19:05,148 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:19:35,231 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:20:05,307 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:20:35,380 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:21:05,450 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:21:35,552 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:22:05,620 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:22:35,697 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:23:05,799 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:23:35,878 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:24:05,945 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:24:36,000 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:25:06,054 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:25:36,122 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:26:06,197 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:26:36,258 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:27:06,303 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:27:36,374 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:28:06,441 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:28:36,522 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:29:06,582 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:29:36,661 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:30:06,737 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:30:36,812 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:31:06,882 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:31:36,952 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:32:07,045 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:32:37,120 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:33:07,197 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:33:37,268 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:34:07,356 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:34:37,435 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:35:07,505 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:35:37,581 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:36:07,654 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:36:37,747 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:37:07,823 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:37:37,895 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:38:07,984 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:38:38,092 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:39:08,160 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:39:38,231 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:40:08,299 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:40:38,372 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:41:08,443 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:41:38,523 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:42:08,593 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:42:38,664 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:43:08,740 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:43:38,814 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:44:08,912 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:44:38,983 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:45:09,059 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:45:39,171 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:46:09,242 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:46:39,321 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:47:09,394 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:47:39,503 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:48:09,575 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:48:39,640 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:49:09,712 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:49:39,808 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:50:09,901 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:50:39,984 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:51:10,048 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:51:40,131 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:52:10,229 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:52:40,320 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:53:10,426 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:53:40,501 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:54:10,577 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:54:40,676 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:55:10,765 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:55:40,834 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:56:10,899 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:56:40,985 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:57:11,051 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:57:41,154 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:58:11,253 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:58:41,351 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:59:11,400 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:59:41,470 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:00:11,569 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:00:41,667 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:01:11,742 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:01:41,840 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:02:11,898 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:02:41,968 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:03:12,048 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:03:42,120 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:04:12,217 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:04:42,312 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:05:12,395 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:05:42,473 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:06:12,555 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:06:42,663 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:07:12,748 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:07:42,829 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:08:12,910 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:08:42,983 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:09:13,060 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:09:43,148 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:10:13,207 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:10:43,268 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:11:13,341 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:11:43,435 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:12:13,513 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:12:43,584 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:13:13,659 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:13:43,740 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:14:13,827 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:14:43,895 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:15:13,965 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:15:44,067 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:16:14,119 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:16:44,202 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:17:14,281 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:17:44,355 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:18:14,438 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:18:44,510 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:19:14,603 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:19:44,647 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:20:14,719 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:20:44,788 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:21:14,871 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:21:44,944 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:22:15,041 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:22:45,112 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:23:15,192 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:23:45,276 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:24:15,348 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:24:45,412 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:25:15,497 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:25:45,566 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:26:15,642 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:26:45,729 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:27:15,806 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:27:45,900 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:28:15,991 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:28:46,076 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:29:16,155 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:29:46,254 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:30:16,335 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:30:46,436 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:31:16,527 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:31:46,600 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:32:16,683 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:32:46,761 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:33:16,853 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:33:46,959 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:34:17,035 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:34:47,131 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:35:17,207 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:35:47,304 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:36:17,348 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:36:47,424 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:37:17,524 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:37:47,621 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:38:17,695 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:38:47,767 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:39:17,818 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:39:47,894 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:40:17,967 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:40:48,021 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:41:18,076 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:41:48,146 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:42:18,220 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:42:48,299 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:43:18,371 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:43:48,447 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:44:18,524 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:44:48,599 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:45:18,687 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:45:48,780 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:46:18,859 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:46:48,954 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:47:19,056 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:47:49,129 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:48:19,211 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:48:49,285 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:49:19,369 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:49:49,468 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:50:19,541 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:50:49,619 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:51:19,698 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:51:49,783 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:52:19,879 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:52:49,953 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:53:20,007 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:53:50,081 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:54:20,180 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:54:50,296 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:55:20,404 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:55:50,486 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:56:20,571 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:56:50,639 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:57:20,713 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:57:50,814 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:58:20,881 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:58:50,935 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:59:21,012 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:59:51,105 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:00:21,180 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:00:51,270 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:01:21,367 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:01:51,449 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:02:21,526 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:02:51,601 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:03:21,679 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:03:51,761 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:04:21,875 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:04:51,927 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:05:22,013 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:05:52,070 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:06:22,147 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:06:52,223 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:07:22,301 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:07:52,384 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:08:22,495 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:08:52,552 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:09:22,628 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:09:52,716 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:10:22,797 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:10:52,874 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:11:22,957 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:11:53,033 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:12:23,136 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:12:53,253 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:13:23,355 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:13:53,457 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:14:23,536 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:14:53,628 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:15:23,712 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:15:53,817 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:16:23,895 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:16:54,008 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:17:24,104 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:17:54,196 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:18:24,278 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:18:54,355 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:19:24,409 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:19:54,512 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:20:24,611 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:20:54,703 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:21:24,779 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:21:54,874 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:22:24,977 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:22:55,055 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:23:25,141 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:23:55,217 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:24:25,304 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:24:55,413 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:25:25,498 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:25:55,574 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:26:25,654 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:26:55,732 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:27:25,839 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:27:55,923 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:28:26,003 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:28:56,083 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:29:26,133 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:29:56,221 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:30:26,327 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:30:56,404 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:31:26,500 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:31:56,590 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:32:26,675 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:32:56,767 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:33:26,854 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:33:56,948 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:34:27,031 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:34:57,109 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:35:27,168 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:35:57,252 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:36:27,351 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:36:57,428 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:37:27,531 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:37:57,614 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:38:27,694 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:38:57,774 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:39:27,850 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:39:57,967 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:40:28,082 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:40:58,164 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:41:28,242 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:41:58,321 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:42:28,403 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:42:58,491 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:43:28,607 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:43:58,690 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:44:28,772 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:44:58,839 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:45:28,929 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:45:59,037 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:46:29,127 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:46:59,235 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:47:29,347 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:47:59,425 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:48:29,503 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:48:59,587 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:49:29,665 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:49:59,780 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:50:29,863 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:50:59,942 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:51:30,023 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:52:00,105 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:52:30,215 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:53:00,300 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:53:30,389 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:54:00,495 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:54:30,586 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:55:00,704 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:55:30,784 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:56:00,891 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:56:30,976 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:57:01,095 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:57:31,186 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:58:01,274 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:58:31,365 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:59:01,446 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:59:31,549 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:00:01,613 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:00:31,693 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:01:01,772 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:01:31,864 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:02:01,947 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:02:32,024 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:03:02,130 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:03:32,231 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:04:02,313 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:04:32,429 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:05:02,511 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:05:32,571 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:06:02,654 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:06:32,760 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:07:02,867 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:07:33,020 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:08:03,110 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:08:33,195 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:09:03,249 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:09:33,335 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:10:03,419 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:10:33,501 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:11:03,582 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:11:33,659 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:12:03,760 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:12:33,836 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:13:03,923 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:13:34,008 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:14:04,091 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:14:34,177 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:15:04,293 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:15:34,377 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:16:04,501 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:16:34,591 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:17:04,672 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:17:34,779 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:18:04,873 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:18:34,956 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:19:05,066 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:19:35,148 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:20:05,225 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:20:35,310 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:21:05,427 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:21:35,519 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:22:05,646 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:22:35,765 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:23:05,847 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:23:35,942 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:24:06,023 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:24:36,135 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:25:06,207 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:25:36,326 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:26:06,419 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:26:36,504 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:27:06,599 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:27:36,698 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:28:06,786 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:28:36,843 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:29:06,936 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:29:37,049 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:30:07,150 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:30:37,245 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:31:07,356 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:31:37,447 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:32:07,530 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:32:37,618 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:33:07,707 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:33:37,816 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:34:07,928 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:34:38,018 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:35:08,105 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:35:38,224 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:36:08,330 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:36:38,425 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:37:08,507 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:37:38,635 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:38:08,727 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:38:38,826 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:39:08,916 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:39:39,008 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:40:09,111 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:40:39,198 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:41:09,283 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:41:39,380 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:42:09,475 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:42:39,588 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:43:09,682 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:43:39,765 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:44:09,855 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:44:39,973 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:45:10,082 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:45:40,190 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:46:10,275 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:46:40,360 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:47:10,440 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:47:40,567 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:48:10,656 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:48:40,739 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:49:10,824 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:49:40,918 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:50:11,040 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:50:41,128 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:51:11,215 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:51:41,327 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:52:11,415 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:52:41,479 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:53:11,553 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:53:41,640 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:54:11,750 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:54:41,837 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:55:11,919 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:55:42,029 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:56:12,112 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:56:42,247 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:57:12,331 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:57:42,419 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:58:12,504 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:58:42,615 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:59:12,710 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:59:42,796 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:00:12,923 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:00:43,007 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:01:13,092 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:01:43,205 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:02:13,289 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:02:43,407 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:03:13,491 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:03:43,595 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:04:13,691 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:04:43,808 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:05:13,919 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:05:44,003 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:06:14,091 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:06:44,179 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:07:14,256 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:07:44,373 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:08:14,462 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:08:44,567 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:09:14,664 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:09:44,752 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:10:14,836 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:10:44,922 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:11:15,017 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:11:45,132 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:12:15,233 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:12:45,320 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:13:15,435 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:13:45,520 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:14:15,622 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:14:45,716 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:15:15,802 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:15:45,919 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:16:16,013 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:16:46,116 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:17:16,211 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:17:46,312 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:18:16,429 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:18:46,555 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:19:16,640 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:19:46,723 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:20:16,810 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:20:46,933 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:21:17,002 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:21:47,101 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:22:17,192 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:22:47,288 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:23:17,418 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:23:47,544 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:24:17,631 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:24:47,716 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:25:17,793 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:25:47,884 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:26:17,994 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:26:48,066 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:27:18,154 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:27:48,251 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:28:18,343 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:28:48,444 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:29:18,544 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:29:48,634 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:30:18,734 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:30:48,819 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:31:18,909 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:31:49,017 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:32:19,114 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:32:49,192 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:33:19,306 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:33:49,376 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:34:19,459 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:34:49,579 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:35:19,664 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:35:49,780 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:36:19,866 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:36:49,952 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:37:20,059 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:37:50,154 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:38:20,266 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:38:50,357 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:39:20,455 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:39:50,524 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:40:20,621 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:40:50,748 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:41:20,847 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:41:50,938 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:42:21,031 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:42:51,128 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:43:21,239 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:43:51,330 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:44:21,421 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:44:51,508 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:45:21,611 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:45:51,702 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:46:21,803 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:46:51,894 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:47:22,014 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:47:52,105 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:48:22,191 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:48:52,323 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:49:22,412 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:49:52,523 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:50:22,611 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:50:52,696 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:51:22,838 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:51:52,928 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:52:23,015 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:52:53,109 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:53:23,198 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:53:53,322 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:54:23,387 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:54:53,475 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:55:23,567 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:55:53,691 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:56:23,781 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:56:53,883 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:57:23,983 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:57:54,092 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:58:24,190 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:58:54,287 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:59:24,379 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:59:54,483 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:00:24,600 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:00:54,675 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:01:24,766 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:01:54,856 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:02:24,990 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:02:55,079 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:03:25,168 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:03:55,279 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:04:25,366 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:04:55,467 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:05:25,551 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:05:55,645 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:06:25,740 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:06:55,831 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:07:25,949 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:07:56,039 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:08:26,160 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:08:56,248 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:09:26,381 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:09:56,511 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:10:26,645 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:10:56,739 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:11:26,801 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:11:56,896 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:12:26,958 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:12:57,049 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:13:27,147 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:13:57,252 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:14:27,355 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:14:57,445 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:15:27,539 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:15:57,627 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:16:27,717 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:16:57,843 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:17:27,935 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:17:58,026 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:18:28,131 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:18:58,227 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:19:28,346 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:19:58,449 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:20:28,562 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:20:58,664 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:21:28,775 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:21:58,855 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:22:28,949 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:22:59,040 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:23:29,159 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:23:59,262 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:24:29,386 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:24:59,479 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:25:29,567 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:25:59,667 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:26:29,799 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:26:59,879 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:27:29,971 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:28:00,063 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:28:30,179 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:29:00,284 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:29:30,405 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:30:00,515 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:30:30,613 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:31:00,734 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:31:30,803 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:32:00,872 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:32:30,945 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:33:01,042 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:33:31,186 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:34:01,259 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:34:31,350 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:35:01,456 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:35:31,552 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:36:01,657 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:36:31,752 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:37:01,843 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:37:31,932 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:38:02,024 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:38:32,148 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:39:02,250 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:39:32,354 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:40:02,488 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:40:32,587 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:41:02,679 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:41:32,815 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:42:02,903 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:42:33,011 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:43:03,132 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:43:33,220 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:44:03,360 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:44:33,451 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:45:03,544 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:45:33,650 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:46:03,744 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:46:33,887 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:47:03,978 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:47:34,073 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:48:04,203 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:48:34,310 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:49:04,412 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:49:34,527 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:50:04,636 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:50:34,758 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:51:04,847 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:51:34,940 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:52:05,036 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:52:35,149 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:53:05,242 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:53:35,339 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:54:05,467 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:54:35,567 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:55:05,701 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:55:35,808 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:56:05,915 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:56:36,053 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:57:06,148 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:57:36,254 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:58:06,393 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:58:36,491 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:59:06,623 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:59:36,755 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:00:06,855 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:00:36,991 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:01:07,084 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:01:37,178 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:02:07,319 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:02:37,391 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:03:07,516 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:03:37,620 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:04:07,707 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:04:37,808 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:05:07,939 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:05:38,047 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:06:08,153 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:06:38,248 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:07:08,339 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:07:38,453 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:08:08,560 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:08:38,655 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:09:08,753 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:09:38,885 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:10:08,975 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:10:39,145 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:11:09,272 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:11:39,383 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:12:09,498 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:12:39,607 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:13:09,736 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:13:39,854 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:14:09,981 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:14:40,089 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:15:10,200 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:15:40,295 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:16:10,390 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:16:40,484 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:17:10,588 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:17:40,683 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:18:10,787 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:18:40,895 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:19:11,025 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:19:41,122 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:20:11,222 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:20:41,334 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:21:11,404 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:21:41,501 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:22:11,570 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:22:41,667 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:23:11,787 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:23:41,869 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:24:11,967 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:24:42,092 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:25:12,219 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:25:42,351 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:26:12,446 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:26:42,555 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:27:12,668 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:27:42,768 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:28:12,876 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:28:42,983 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:29:13,078 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:29:43,187 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:30:13,293 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:30:43,396 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:31:13,493 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:31:43,647 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:32:13,731 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:32:43,831 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:33:13,930 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:33:44,030 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:34:14,191 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:34:44,288 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:35:14,416 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:35:44,510 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:36:14,608 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:36:44,703 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:37:14,804 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:37:44,915 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:38:15,012 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:38:45,115 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:39:15,217 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:39:45,345 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:40:15,447 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:40:45,543 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:41:15,643 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:41:45,743 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:42:15,841 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:42:45,912 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:43:16,014 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:43:46,153 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:44:16,251 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:44:46,350 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:45:16,457 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:45:46,607 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:46:16,728 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:46:46,824 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:47:16,922 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:47:47,016 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:48:17,148 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:48:47,302 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:49:17,400 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:49:47,504 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:50:17,603 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:50:47,711 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:51:17,820 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:51:47,947 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:52:18,056 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:52:48,191 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:53:18,289 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:53:48,371 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:54:18,469 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:54:48,569 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:55:18,705 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:55:48,805 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:56:18,906 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:56:49,018 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:57:19,120 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:57:49,251 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:58:19,356 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:58:49,470 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:59:19,572 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:59:49,667 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:00:19,767 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:00:49,868 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:01:19,979 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:01:50,078 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:02:20,175 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:02:50,274 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:03:20,406 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:03:50,515 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:04:20,626 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:04:50,738 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:05:20,835 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:05:50,905 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:06:21,005 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:06:51,106 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:07:21,206 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:07:51,335 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:08:21,444 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:08:51,547 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:09:21,649 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:09:51,763 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:10:21,873 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:10:51,975 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:11:22,076 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:11:52,204 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:12:22,277 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:12:52,378 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:13:22,475 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:13:52,579 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:14:22,681 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:14:52,794 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:15:22,896 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:15:53,023 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:16:23,126 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:16:53,259 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:17:23,363 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:17:53,463 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:18:23,576 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:18:53,711 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:19:23,813 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:19:53,963 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:20:24,067 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:20:54,195 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:21:24,298 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:21:54,369 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:22:24,501 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:22:54,599 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:23:24,687 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:23:54,791 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:24:24,897 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:24:55,001 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:25:25,117 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:25:55,251 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:26:25,319 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:26:55,420 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:27:25,533 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:27:55,674 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:28:25,791 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:28:55,943 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:29:26,055 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:29:56,171 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:30:26,315 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:30:56,434 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:31:26,517 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:31:56,656 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:32:26,807 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:32:56,910 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:33:27,010 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:33:57,107 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:34:27,188 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:34:57,290 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:35:27,409 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:35:57,511 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:36:27,619 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:36:57,740 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:37:27,863 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:37:57,973 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:38:28,056 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:38:58,183 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:39:28,285 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:39:58,384 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:40:28,523 - testrun_ae6f81ee - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_ae6f81ee', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 3e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:40:36,735 - testrun_ae6f81ee - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:41:40,404 - testrun_ae6f81ee - [INFO] - [E:0| 100]: Train Loss:0.56494, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:42:43,424 - testrun_ae6f81ee - [INFO] - [E:0| 200]: Train Loss:0.4665, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:43:46,546 - testrun_ae6f81ee - [INFO] - [E:0| 300]: Train Loss:0.39418, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:45:05,626 - testrun_ae6f81ee - [INFO] - [E:0| 400]: Train Loss:0.33991, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:46:55,639 - testrun_ae6f81ee - [INFO] - [E:0| 500]: Train Loss:0.29814, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:48:45,332 - testrun_ae6f81ee - [INFO] - [E:0| 600]: Train Loss:0.2652, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:50:35,345 - testrun_ae6f81ee - [INFO] - [E:0| 700]: Train Loss:0.23866, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:52:25,204 - testrun_ae6f81ee - [INFO] - [E:0| 800]: Train Loss:0.21685, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:54:15,952 - testrun_ae6f81ee - [INFO] - [E:0| 900]: Train Loss:0.19865, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:55:39,155 - testrun_ae6f81ee - [INFO] - [E:0| 1000]: Train Loss:0.18323, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:56:42,568 - testrun_ae6f81ee - [INFO] - [E:0| 1100]: Train Loss:0.17001, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:57:45,902 - testrun_ae6f81ee - [INFO] - [E:0| 1200]: Train Loss:0.15856, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:58:49,867 - testrun_ae6f81ee - [INFO] - [E:0| 1300]: Train Loss:0.14855, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 06:59:53,341 - testrun_ae6f81ee - [INFO] - [E:0| 1400]: Train Loss:0.13972, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 07:01:20,352 - testrun_ae6f81ee - [INFO] - [E:0| 1500]: Train Loss:0.13187, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 07:02:32,736 - testrun_ae6f81ee - [INFO] - [E:0| 1600]: Train Loss:0.12486, Val MRR:0.0, testrun_ae6f81ee +2023-05-31 07:03:14,135 - testrun_ae6f81ee - [INFO] - [Epoch:0]: Training Loss:0.1206 + +2023-05-31 07:03:14,378 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 07:03:35,713 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 07:03:49,714 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 07:04:28,625 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 07:04:40,973 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.05148, Head : 0.00054, Avg : 0.02601 + +2023-05-31 07:04:42,177 - testrun_ae6f81ee - [INFO] - [Epoch 0]: Training Loss: 0.12062, Valid MRR: 0.02601, + + + +2023-05-31 07:04:42,871 - testrun_ae6f81ee - [INFO] - [E:1| 0]: Train Loss:0.017102, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:05:46,114 - testrun_ae6f81ee - [INFO] - [E:1| 100]: Train Loss:0.016385, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:06:49,319 - testrun_ae6f81ee - [INFO] - [E:1| 200]: Train Loss:0.015606, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:07:52,618 - testrun_ae6f81ee - [INFO] - [E:1| 300]: Train Loss:0.014896, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:08:55,899 - testrun_ae6f81ee - [INFO] - [E:1| 400]: Train Loss:0.014249, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:09:59,106 - testrun_ae6f81ee - [INFO] - [E:1| 500]: Train Loss:0.01366, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:11:02,324 - testrun_ae6f81ee - [INFO] - [E:1| 600]: Train Loss:0.013111, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:12:05,660 - testrun_ae6f81ee - [INFO] - [E:1| 700]: Train Loss:0.012613, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:13:08,973 - testrun_ae6f81ee - [INFO] - [E:1| 800]: Train Loss:0.012149, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:14:21,298 - testrun_ae6f81ee - [INFO] - [E:1| 900]: Train Loss:0.011718, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:15:24,594 - testrun_ae6f81ee - [INFO] - [E:1| 1000]: Train Loss:0.01132, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:16:36,497 - testrun_ae6f81ee - [INFO] - [E:1| 1100]: Train Loss:0.010947, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:17:47,271 - testrun_ae6f81ee - [INFO] - [E:1| 1200]: Train Loss:0.010599, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:18:51,544 - testrun_ae6f81ee - [INFO] - [E:1| 1300]: Train Loss:0.010273, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:20:03,265 - testrun_ae6f81ee - [INFO] - [E:1| 1400]: Train Loss:0.0099682, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:21:06,568 - testrun_ae6f81ee - [INFO] - [E:1| 1500]: Train Loss:0.009679, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:22:09,798 - testrun_ae6f81ee - [INFO] - [E:1| 1600]: Train Loss:0.0094085, Val MRR:0.02601, testrun_ae6f81ee +2023-05-31 07:22:51,124 - testrun_ae6f81ee - [INFO] - [Epoch:1]: Training Loss:0.009237 + +2023-05-31 07:22:51,370 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 07:23:12,730 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 07:23:25,153 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 07:23:46,657 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 07:23:58,911 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07115, Head : 0.001, Avg : 0.03608 + +2023-05-31 07:23:59,973 - testrun_ae6f81ee - [INFO] - [Epoch 1]: Training Loss: 0.0092373, Valid MRR: 0.03608, + + + +2023-05-31 07:24:00,649 - testrun_ae6f81ee - [INFO] - [E:2| 0]: Train Loss:0.0051604, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:25:03,941 - testrun_ae6f81ee - [INFO] - [E:2| 100]: Train Loss:0.0048879, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:26:07,175 - testrun_ae6f81ee - [INFO] - [E:2| 200]: Train Loss:0.004768, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:27:10,488 - testrun_ae6f81ee - [INFO] - [E:2| 300]: Train Loss:0.004666, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:28:13,953 - testrun_ae6f81ee - [INFO] - [E:2| 400]: Train Loss:0.0045577, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:29:33,697 - testrun_ae6f81ee - [INFO] - [E:2| 500]: Train Loss:0.0044594, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:31:36,251 - testrun_ae6f81ee - [INFO] - [E:2| 600]: Train Loss:0.0043714, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:33:38,451 - testrun_ae6f81ee - [INFO] - [E:2| 700]: Train Loss:0.0042824, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:35:40,855 - testrun_ae6f81ee - [INFO] - [E:2| 800]: Train Loss:0.0041959, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:37:43,338 - testrun_ae6f81ee - [INFO] - [E:2| 900]: Train Loss:0.0041141, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:39:45,835 - testrun_ae6f81ee - [INFO] - [E:2| 1000]: Train Loss:0.0040383, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:41:48,063 - testrun_ae6f81ee - [INFO] - [E:2| 1100]: Train Loss:0.0039684, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:43:51,093 - testrun_ae6f81ee - [INFO] - [E:2| 1200]: Train Loss:0.0038991, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:45:53,577 - testrun_ae6f81ee - [INFO] - [E:2| 1300]: Train Loss:0.0038319, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:47:56,092 - testrun_ae6f81ee - [INFO] - [E:2| 1400]: Train Loss:0.0037678, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:49:58,637 - testrun_ae6f81ee - [INFO] - [E:2| 1500]: Train Loss:0.0037052, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:52:01,292 - testrun_ae6f81ee - [INFO] - [E:2| 1600]: Train Loss:0.003646, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:53:21,319 - testrun_ae6f81ee - [INFO] - [Epoch:2]: Training Loss:0.003611 + +2023-05-31 07:53:21,776 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 07:54:05,262 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 07:54:30,494 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 07:55:14,138 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 07:55:39,114 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.06058, Head : 0.00146, Avg : 0.03102 + +2023-05-31 07:55:39,141 - testrun_ae6f81ee - [INFO] - [Epoch 2]: Training Loss: 0.0036113, Valid MRR: 0.03608, + + + +2023-05-31 07:55:40,390 - testrun_ae6f81ee - [INFO] - [E:3| 0]: Train Loss:0.0024687, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:57:42,888 - testrun_ae6f81ee - [INFO] - [E:3| 100]: Train Loss:0.0026743, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 07:59:45,384 - testrun_ae6f81ee - [INFO] - [E:3| 200]: Train Loss:0.0026327, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:01:48,079 - testrun_ae6f81ee - [INFO] - [E:3| 300]: Train Loss:0.0026096, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:03:50,825 - testrun_ae6f81ee - [INFO] - [E:3| 400]: Train Loss:0.0025777, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:05:53,401 - testrun_ae6f81ee - [INFO] - [E:3| 500]: Train Loss:0.0025459, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:07:35,860 - testrun_ae6f81ee - [INFO] - [E:3| 600]: Train Loss:0.0025213, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:09:16,294 - testrun_ae6f81ee - [INFO] - [E:3| 700]: Train Loss:0.0024987, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:10:29,896 - testrun_ae6f81ee - [INFO] - [E:3| 800]: Train Loss:0.0024694, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:11:33,211 - testrun_ae6f81ee - [INFO] - [E:3| 900]: Train Loss:0.0024524, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:12:36,589 - testrun_ae6f81ee - [INFO] - [E:3| 1000]: Train Loss:0.0024301, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:13:39,952 - testrun_ae6f81ee - [INFO] - [E:3| 1100]: Train Loss:0.0024104, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:14:43,332 - testrun_ae6f81ee - [INFO] - [E:3| 1200]: Train Loss:0.0023906, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:15:46,774 - testrun_ae6f81ee - [INFO] - [E:3| 1300]: Train Loss:0.0023712, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:16:50,206 - testrun_ae6f81ee - [INFO] - [E:3| 1400]: Train Loss:0.0023531, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:17:53,627 - testrun_ae6f81ee - [INFO] - [E:3| 1500]: Train Loss:0.0023352, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:18:57,003 - testrun_ae6f81ee - [INFO] - [E:3| 1600]: Train Loss:0.0023199, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:19:38,408 - testrun_ae6f81ee - [INFO] - [Epoch:3]: Training Loss:0.002309 + +2023-05-31 08:19:38,650 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 08:20:00,063 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 08:20:12,490 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 08:20:34,074 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 08:20:46,337 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.06084, Head : 0.00173, Avg : 0.03129 + +2023-05-31 08:20:46,364 - testrun_ae6f81ee - [INFO] - [Epoch 3]: Training Loss: 0.0023087, Valid MRR: 0.03608, + + + +2023-05-31 08:20:47,039 - testrun_ae6f81ee - [INFO] - [E:4| 0]: Train Loss:0.0023738, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:21:50,435 - testrun_ae6f81ee - [INFO] - [E:4| 100]: Train Loss:0.0020392, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:22:53,878 - testrun_ae6f81ee - [INFO] - [E:4| 200]: Train Loss:0.0020128, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:23:57,307 - testrun_ae6f81ee - [INFO] - [E:4| 300]: Train Loss:0.002007, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:25:00,871 - testrun_ae6f81ee - [INFO] - [E:4| 400]: Train Loss:0.0020086, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:26:04,313 - testrun_ae6f81ee - [INFO] - [E:4| 500]: Train Loss:0.0019995, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:27:08,316 - testrun_ae6f81ee - [INFO] - [E:4| 600]: Train Loss:0.0019966, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:28:11,789 - testrun_ae6f81ee - [INFO] - [E:4| 700]: Train Loss:0.0019845, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:29:15,297 - testrun_ae6f81ee - [INFO] - [E:4| 800]: Train Loss:0.0019774, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:30:40,572 - testrun_ae6f81ee - [INFO] - [E:4| 900]: Train Loss:0.0019722, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:32:44,412 - testrun_ae6f81ee - [INFO] - [E:4| 1000]: Train Loss:0.0019668, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:34:48,714 - testrun_ae6f81ee - [INFO] - [E:4| 1100]: Train Loss:0.0019575, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:36:52,774 - testrun_ae6f81ee - [INFO] - [E:4| 1200]: Train Loss:0.001949, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:38:57,106 - testrun_ae6f81ee - [INFO] - [E:4| 1300]: Train Loss:0.0019435, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:41:01,363 - testrun_ae6f81ee - [INFO] - [E:4| 1400]: Train Loss:0.0019384, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:43:04,334 - testrun_ae6f81ee - [INFO] - [E:4| 1500]: Train Loss:0.0019343, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:45:07,269 - testrun_ae6f81ee - [INFO] - [E:4| 1600]: Train Loss:0.0019296, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:46:27,501 - testrun_ae6f81ee - [INFO] - [Epoch:4]: Training Loss:0.001927 + +2023-05-31 08:46:27,951 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 08:47:11,560 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 08:47:36,872 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 08:48:20,660 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 08:48:45,738 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.06456, Head : 0.00247, Avg : 0.03352 + +2023-05-31 08:48:45,768 - testrun_ae6f81ee - [INFO] - [Epoch 4]: Training Loss: 0.001927, Valid MRR: 0.03608, + + + +2023-05-31 08:48:47,069 - testrun_ae6f81ee - [INFO] - [E:5| 0]: Train Loss:0.0020739, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:50:49,945 - testrun_ae6f81ee - [INFO] - [E:5| 100]: Train Loss:0.0018514, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:52:52,566 - testrun_ae6f81ee - [INFO] - [E:5| 200]: Train Loss:0.0018333, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:54:55,147 - testrun_ae6f81ee - [INFO] - [E:5| 300]: Train Loss:0.0018382, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:56:58,103 - testrun_ae6f81ee - [INFO] - [E:5| 400]: Train Loss:0.0018431, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 08:59:01,060 - testrun_ae6f81ee - [INFO] - [E:5| 500]: Train Loss:0.0018415, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:01:04,122 - testrun_ae6f81ee - [INFO] - [E:5| 600]: Train Loss:0.0018383, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:03:07,120 - testrun_ae6f81ee - [INFO] - [E:5| 700]: Train Loss:0.0018349, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:05:10,098 - testrun_ae6f81ee - [INFO] - [E:5| 800]: Train Loss:0.0018315, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:07:13,048 - testrun_ae6f81ee - [INFO] - [E:5| 900]: Train Loss:0.0018259, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:08:50,199 - testrun_ae6f81ee - [INFO] - [E:5| 1000]: Train Loss:0.0018299, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:10:30,361 - testrun_ae6f81ee - [INFO] - [E:5| 1100]: Train Loss:0.0018282, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:12:25,573 - testrun_ae6f81ee - [INFO] - [E:5| 1200]: Train Loss:0.0018248, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:14:28,528 - testrun_ae6f81ee - [INFO] - [E:5| 1300]: Train Loss:0.0018209, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:16:31,332 - testrun_ae6f81ee - [INFO] - [E:5| 1400]: Train Loss:0.0018207, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:18:34,161 - testrun_ae6f81ee - [INFO] - [E:5| 1500]: Train Loss:0.0018184, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:20:36,962 - testrun_ae6f81ee - [INFO] - [E:5| 1600]: Train Loss:0.001817, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:21:57,572 - testrun_ae6f81ee - [INFO] - [Epoch:5]: Training Loss:0.001816 + +2023-05-31 09:21:57,960 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 09:22:41,607 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 09:23:07,031 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 09:23:50,889 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 09:24:15,915 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.06881, Head : 0.00293, Avg : 0.03587 + +2023-05-31 09:24:15,941 - testrun_ae6f81ee - [INFO] - [Epoch 5]: Training Loss: 0.001816, Valid MRR: 0.03608, + + + +2023-05-31 09:24:17,188 - testrun_ae6f81ee - [INFO] - [E:6| 0]: Train Loss:0.001772, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:26:20,014 - testrun_ae6f81ee - [INFO] - [E:6| 100]: Train Loss:0.0017856, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:28:22,886 - testrun_ae6f81ee - [INFO] - [E:6| 200]: Train Loss:0.0017825, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:30:27,204 - testrun_ae6f81ee - [INFO] - [E:6| 300]: Train Loss:0.0017964, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:32:31,593 - testrun_ae6f81ee - [INFO] - [E:6| 400]: Train Loss:0.0017939, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:34:36,134 - testrun_ae6f81ee - [INFO] - [E:6| 500]: Train Loss:0.0017932, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:36:40,747 - testrun_ae6f81ee - [INFO] - [E:6| 600]: Train Loss:0.0017929, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:38:45,272 - testrun_ae6f81ee - [INFO] - [E:6| 700]: Train Loss:0.0017938, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:40:49,667 - testrun_ae6f81ee - [INFO] - [E:6| 800]: Train Loss:0.0017913, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:42:54,044 - testrun_ae6f81ee - [INFO] - [E:6| 900]: Train Loss:0.0017934, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:44:58,431 - testrun_ae6f81ee - [INFO] - [E:6| 1000]: Train Loss:0.0017884, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:47:02,779 - testrun_ae6f81ee - [INFO] - [E:6| 1100]: Train Loss:0.0017875, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:48:57,560 - testrun_ae6f81ee - [INFO] - [E:6| 1200]: Train Loss:0.0017838, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:50:39,628 - testrun_ae6f81ee - [INFO] - [E:6| 1300]: Train Loss:0.0017832, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:52:27,487 - testrun_ae6f81ee - [INFO] - [E:6| 1400]: Train Loss:0.0017796, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:54:30,587 - testrun_ae6f81ee - [INFO] - [E:6| 1500]: Train Loss:0.0017789, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:56:33,638 - testrun_ae6f81ee - [INFO] - [E:6| 1600]: Train Loss:0.0017767, Val MRR:0.03608, testrun_ae6f81ee +2023-05-31 09:57:54,869 - testrun_ae6f81ee - [INFO] - [Epoch:6]: Training Loss:0.001776 + +2023-05-31 09:57:55,309 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 09:58:39,510 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 09:59:05,229 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 09:59:49,578 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 10:00:14,874 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.11262, Head : 0.00462, Avg : 0.05862 + +2023-05-31 10:00:16,061 - testrun_ae6f81ee - [INFO] - [Epoch 6]: Training Loss: 0.0017757, Valid MRR: 0.05862, + + + +2023-05-31 10:00:17,360 - testrun_ae6f81ee - [INFO] - [E:7| 0]: Train Loss:0.0015805, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:02:21,805 - testrun_ae6f81ee - [INFO] - [E:7| 100]: Train Loss:0.0017631, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:04:25,941 - testrun_ae6f81ee - [INFO] - [E:7| 200]: Train Loss:0.0017446, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:06:30,199 - testrun_ae6f81ee - [INFO] - [E:7| 300]: Train Loss:0.0017398, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:08:34,688 - testrun_ae6f81ee - [INFO] - [E:7| 400]: Train Loss:0.0017472, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:10:38,999 - testrun_ae6f81ee - [INFO] - [E:7| 500]: Train Loss:0.0017579, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:12:43,437 - testrun_ae6f81ee - [INFO] - [E:7| 600]: Train Loss:0.0017571, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:14:47,504 - testrun_ae6f81ee - [INFO] - [E:7| 700]: Train Loss:0.0017502, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:16:51,690 - testrun_ae6f81ee - [INFO] - [E:7| 800]: Train Loss:0.0017528, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:18:55,920 - testrun_ae6f81ee - [INFO] - [E:7| 900]: Train Loss:0.001752, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:21:00,492 - testrun_ae6f81ee - [INFO] - [E:7| 1000]: Train Loss:0.0017523, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:23:04,676 - testrun_ae6f81ee - [INFO] - [E:7| 1100]: Train Loss:0.0017527, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:25:08,971 - testrun_ae6f81ee - [INFO] - [E:7| 1200]: Train Loss:0.0017522, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:27:13,427 - testrun_ae6f81ee - [INFO] - [E:7| 1300]: Train Loss:0.0017499, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:29:13,761 - testrun_ae6f81ee - [INFO] - [E:7| 1400]: Train Loss:0.0017478, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:30:55,866 - testrun_ae6f81ee - [INFO] - [E:7| 1500]: Train Loss:0.0017451, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:32:40,763 - testrun_ae6f81ee - [INFO] - [E:7| 1600]: Train Loss:0.0017436, Val MRR:0.05862, testrun_ae6f81ee +2023-05-31 10:34:02,160 - testrun_ae6f81ee - [INFO] - [Epoch:7]: Training Loss:0.001745 + +2023-05-31 10:34:02,586 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 10:34:46,773 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 10:35:12,261 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 10:35:56,677 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 10:36:22,032 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.15503, Head : 0.0113, Avg : 0.08317 + +2023-05-31 10:36:23,177 - testrun_ae6f81ee - [INFO] - [Epoch 7]: Training Loss: 0.0017446, Valid MRR: 0.08317, + + + +2023-05-31 10:36:24,450 - testrun_ae6f81ee - [INFO] - [E:8| 0]: Train Loss:0.00167, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:38:28,868 - testrun_ae6f81ee - [INFO] - [E:8| 100]: Train Loss:0.0017012, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:40:33,165 - testrun_ae6f81ee - [INFO] - [E:8| 200]: Train Loss:0.001707, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:42:37,053 - testrun_ae6f81ee - [INFO] - [E:8| 300]: Train Loss:0.0017021, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:44:41,401 - testrun_ae6f81ee - [INFO] - [E:8| 400]: Train Loss:0.0017168, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:46:45,768 - testrun_ae6f81ee - [INFO] - [E:8| 500]: Train Loss:0.0017206, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:48:50,145 - testrun_ae6f81ee - [INFO] - [E:8| 600]: Train Loss:0.0017174, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:50:54,404 - testrun_ae6f81ee - [INFO] - [E:8| 700]: Train Loss:0.0017148, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:52:58,594 - testrun_ae6f81ee - [INFO] - [E:8| 800]: Train Loss:0.0017174, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:55:02,663 - testrun_ae6f81ee - [INFO] - [E:8| 900]: Train Loss:0.0017172, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:57:06,961 - testrun_ae6f81ee - [INFO] - [E:8| 1000]: Train Loss:0.0017161, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 10:59:11,317 - testrun_ae6f81ee - [INFO] - [E:8| 1100]: Train Loss:0.0017186, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 11:01:15,223 - testrun_ae6f81ee - [INFO] - [E:8| 1200]: Train Loss:0.0017177, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 11:03:19,289 - testrun_ae6f81ee - [INFO] - [E:8| 1300]: Train Loss:0.001717, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 11:05:23,682 - testrun_ae6f81ee - [INFO] - [E:8| 1400]: Train Loss:0.0017144, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 11:07:28,132 - testrun_ae6f81ee - [INFO] - [E:8| 1500]: Train Loss:0.0017154, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 11:09:31,673 - testrun_ae6f81ee - [INFO] - [E:8| 1600]: Train Loss:0.0017122, Val MRR:0.08317, testrun_ae6f81ee +2023-05-31 11:10:38,404 - testrun_ae6f81ee - [INFO] - [Epoch:8]: Training Loss:0.001713 + +2023-05-31 11:10:38,781 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 11:11:14,030 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 11:11:34,385 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 11:12:10,033 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 11:12:30,202 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.20198, Head : 0.0084, Avg : 0.10519 + +2023-05-31 11:12:31,490 - testrun_ae6f81ee - [INFO] - [Epoch 8]: Training Loss: 0.0017128, Valid MRR: 0.10519, + + + +2023-05-31 11:12:32,501 - testrun_ae6f81ee - [INFO] - [E:9| 0]: Train Loss:0.0016138, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:14:31,148 - testrun_ae6f81ee - [INFO] - [E:9| 100]: Train Loss:0.0016729, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:16:35,198 - testrun_ae6f81ee - [INFO] - [E:9| 200]: Train Loss:0.0016868, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:18:38,812 - testrun_ae6f81ee - [INFO] - [E:9| 300]: Train Loss:0.0016818, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:20:42,781 - testrun_ae6f81ee - [INFO] - [E:9| 400]: Train Loss:0.0016822, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:22:46,882 - testrun_ae6f81ee - [INFO] - [E:9| 500]: Train Loss:0.0016835, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:24:50,919 - testrun_ae6f81ee - [INFO] - [E:9| 600]: Train Loss:0.0016882, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:26:54,670 - testrun_ae6f81ee - [INFO] - [E:9| 700]: Train Loss:0.0016869, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:28:58,492 - testrun_ae6f81ee - [INFO] - [E:9| 800]: Train Loss:0.0016865, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:31:02,501 - testrun_ae6f81ee - [INFO] - [E:9| 900]: Train Loss:0.0016862, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:33:06,384 - testrun_ae6f81ee - [INFO] - [E:9| 1000]: Train Loss:0.0016832, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:35:10,389 - testrun_ae6f81ee - [INFO] - [E:9| 1100]: Train Loss:0.0016816, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:37:14,353 - testrun_ae6f81ee - [INFO] - [E:9| 1200]: Train Loss:0.00168, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:39:18,010 - testrun_ae6f81ee - [INFO] - [E:9| 1300]: Train Loss:0.0016781, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:41:21,939 - testrun_ae6f81ee - [INFO] - [E:9| 1400]: Train Loss:0.0016774, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:43:25,795 - testrun_ae6f81ee - [INFO] - [E:9| 1500]: Train Loss:0.0016779, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:45:29,579 - testrun_ae6f81ee - [INFO] - [E:9| 1600]: Train Loss:0.0016785, Val MRR:0.10519, testrun_ae6f81ee +2023-05-31 11:46:50,425 - testrun_ae6f81ee - [INFO] - [Epoch:9]: Training Loss:0.001678 + +2023-05-31 11:46:50,867 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 11:47:34,878 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 11:48:00,409 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 11:48:44,583 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 11:49:09,741 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.20618, Head : 0.00922, Avg : 0.1077 + MR: Tail : 1244.6, Head : 2893.7, Avg : 2069.2 + Hit-1: Tail : 0.1493, Head : 0.0, Avg : 0.07465 + Hit-3: Tail : 0.2401, Head : 0.00079, Avg : 0.12045 + Hit-10: Tail : 0.29043, Head : 0.04241, Avg : 0.16642 +2023-05-31 11:49:10,963 - testrun_ae6f81ee - [INFO] - [Epoch 9]: Training Loss: 0.0016779, Valid MRR: 0.1077, + + + +2023-05-31 11:49:12,250 - testrun_ae6f81ee - [INFO] - [E:10| 0]: Train Loss:0.0016326, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 11:51:02,256 - testrun_ae6f81ee - [INFO] - [E:10| 100]: Train Loss:0.0016482, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 11:52:44,080 - testrun_ae6f81ee - [INFO] - [E:10| 200]: Train Loss:0.0016524, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 11:54:36,225 - testrun_ae6f81ee - [INFO] - [E:10| 300]: Train Loss:0.0016466, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 11:56:38,707 - testrun_ae6f81ee - [INFO] - [E:10| 400]: Train Loss:0.0016467, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 11:58:41,196 - testrun_ae6f81ee - [INFO] - [E:10| 500]: Train Loss:0.001645, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:00:44,139 - testrun_ae6f81ee - [INFO] - [E:10| 600]: Train Loss:0.001642, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:02:46,839 - testrun_ae6f81ee - [INFO] - [E:10| 700]: Train Loss:0.0016476, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:04:49,407 - testrun_ae6f81ee - [INFO] - [E:10| 800]: Train Loss:0.0016467, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:06:52,060 - testrun_ae6f81ee - [INFO] - [E:10| 900]: Train Loss:0.0016484, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:08:54,752 - testrun_ae6f81ee - [INFO] - [E:10| 1000]: Train Loss:0.0016478, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:10:57,435 - testrun_ae6f81ee - [INFO] - [E:10| 1100]: Train Loss:0.0016463, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:13:00,010 - testrun_ae6f81ee - [INFO] - [E:10| 1200]: Train Loss:0.0016458, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:15:02,433 - testrun_ae6f81ee - [INFO] - [E:10| 1300]: Train Loss:0.0016431, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:17:05,112 - testrun_ae6f81ee - [INFO] - [E:10| 1400]: Train Loss:0.001643, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:19:07,508 - testrun_ae6f81ee - [INFO] - [E:10| 1500]: Train Loss:0.0016438, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:21:09,837 - testrun_ae6f81ee - [INFO] - [E:10| 1600]: Train Loss:0.0016411, Val MRR:0.1077, testrun_ae6f81ee +2023-05-31 12:22:29,945 - testrun_ae6f81ee - [INFO] - [Epoch:10]: Training Loss:0.001641 + +2023-05-31 12:22:30,389 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 12:23:13,831 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 12:23:38,888 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 12:24:22,664 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 12:24:47,508 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.24238, Head : 0.01457, Avg : 0.12847 + +2023-05-31 12:24:48,707 - testrun_ae6f81ee - [INFO] - [Epoch 10]: Training Loss: 0.0016407, Valid MRR: 0.12847, + + + +2023-05-31 12:24:49,986 - testrun_ae6f81ee - [INFO] - [E:11| 0]: Train Loss:0.0015712, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:26:52,283 - testrun_ae6f81ee - [INFO] - [E:11| 100]: Train Loss:0.0016213, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:28:54,802 - testrun_ae6f81ee - [INFO] - [E:11| 200]: Train Loss:0.0016322, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:30:56,502 - testrun_ae6f81ee - [INFO] - [E:11| 300]: Train Loss:0.0016268, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:32:37,302 - testrun_ae6f81ee - [INFO] - [E:11| 400]: Train Loss:0.0016251, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:34:17,226 - testrun_ae6f81ee - [INFO] - [E:11| 500]: Train Loss:0.001622, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:36:16,689 - testrun_ae6f81ee - [INFO] - [E:11| 600]: Train Loss:0.0016218, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:38:18,918 - testrun_ae6f81ee - [INFO] - [E:11| 700]: Train Loss:0.0016216, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:40:21,202 - testrun_ae6f81ee - [INFO] - [E:11| 800]: Train Loss:0.001623, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:42:23,556 - testrun_ae6f81ee - [INFO] - [E:11| 900]: Train Loss:0.0016191, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:44:25,940 - testrun_ae6f81ee - [INFO] - [E:11| 1000]: Train Loss:0.001617, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:46:28,030 - testrun_ae6f81ee - [INFO] - [E:11| 1100]: Train Loss:0.001612, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:48:30,404 - testrun_ae6f81ee - [INFO] - [E:11| 1200]: Train Loss:0.0016096, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:50:32,911 - testrun_ae6f81ee - [INFO] - [E:11| 1300]: Train Loss:0.0016094, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:52:35,590 - testrun_ae6f81ee - [INFO] - [E:11| 1400]: Train Loss:0.0016088, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:54:38,186 - testrun_ae6f81ee - [INFO] - [E:11| 1500]: Train Loss:0.0016062, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:56:40,760 - testrun_ae6f81ee - [INFO] - [E:11| 1600]: Train Loss:0.0016056, Val MRR:0.12847, testrun_ae6f81ee +2023-05-31 12:58:00,828 - testrun_ae6f81ee - [INFO] - [Epoch:11]: Training Loss:0.001605 + +2023-05-31 12:58:01,303 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 12:58:44,805 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 12:59:09,957 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 12:59:53,767 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 13:00:18,655 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.24179, Head : 0.04269, Avg : 0.14224 + +2023-05-31 13:00:19,686 - testrun_ae6f81ee - [INFO] - [Epoch 11]: Training Loss: 0.001605, Valid MRR: 0.14224, + + + +2023-05-31 13:00:20,970 - testrun_ae6f81ee - [INFO] - [E:12| 0]: Train Loss:0.0014751, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:02:23,308 - testrun_ae6f81ee - [INFO] - [E:12| 100]: Train Loss:0.001571, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:04:25,693 - testrun_ae6f81ee - [INFO] - [E:12| 200]: Train Loss:0.0015796, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:06:27,930 - testrun_ae6f81ee - [INFO] - [E:12| 300]: Train Loss:0.0015846, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:08:30,297 - testrun_ae6f81ee - [INFO] - [E:12| 400]: Train Loss:0.0015843, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:10:32,844 - testrun_ae6f81ee - [INFO] - [E:12| 500]: Train Loss:0.0015816, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:12:27,586 - testrun_ae6f81ee - [INFO] - [E:12| 600]: Train Loss:0.001584, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:14:07,813 - testrun_ae6f81ee - [INFO] - [E:12| 700]: Train Loss:0.0015814, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:15:52,154 - testrun_ae6f81ee - [INFO] - [E:12| 800]: Train Loss:0.0015779, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:17:55,919 - testrun_ae6f81ee - [INFO] - [E:12| 900]: Train Loss:0.0015771, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:19:59,574 - testrun_ae6f81ee - [INFO] - [E:12| 1000]: Train Loss:0.0015745, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:22:03,311 - testrun_ae6f81ee - [INFO] - [E:12| 1100]: Train Loss:0.0015758, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:24:07,005 - testrun_ae6f81ee - [INFO] - [E:12| 1200]: Train Loss:0.0015739, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:25:37,469 - testrun_ae6f81ee - [INFO] - [E:12| 1300]: Train Loss:0.0015723, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:26:40,695 - testrun_ae6f81ee - [INFO] - [E:12| 1400]: Train Loss:0.0015718, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:28:26,309 - testrun_ae6f81ee - [INFO] - [E:12| 1500]: Train Loss:0.0015705, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:30:29,002 - testrun_ae6f81ee - [INFO] - [E:12| 1600]: Train Loss:0.0015707, Val MRR:0.14224, testrun_ae6f81ee +2023-05-31 13:31:49,267 - testrun_ae6f81ee - [INFO] - [Epoch:12]: Training Loss:0.001569 + +2023-05-31 13:31:49,790 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 13:32:33,358 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 13:32:58,642 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 13:33:42,416 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 13:34:07,383 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.26325, Head : 0.05596, Avg : 0.15961 + +2023-05-31 13:34:08,425 - testrun_ae6f81ee - [INFO] - [Epoch 12]: Training Loss: 0.0015694, Valid MRR: 0.15961, + + + +2023-05-31 13:34:09,635 - testrun_ae6f81ee - [INFO] - [E:13| 0]: Train Loss:0.0014654, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:36:11,933 - testrun_ae6f81ee - [INFO] - [E:13| 100]: Train Loss:0.0015566, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:38:14,955 - testrun_ae6f81ee - [INFO] - [E:13| 200]: Train Loss:0.0015421, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:40:18,711 - testrun_ae6f81ee - [INFO] - [E:13| 300]: Train Loss:0.0015385, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:42:22,306 - testrun_ae6f81ee - [INFO] - [E:13| 400]: Train Loss:0.0015388, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:44:26,209 - testrun_ae6f81ee - [INFO] - [E:13| 500]: Train Loss:0.0015386, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:46:29,949 - testrun_ae6f81ee - [INFO] - [E:13| 600]: Train Loss:0.0015395, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:48:33,992 - testrun_ae6f81ee - [INFO] - [E:13| 700]: Train Loss:0.0015423, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:50:37,847 - testrun_ae6f81ee - [INFO] - [E:13| 800]: Train Loss:0.0015442, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:52:41,651 - testrun_ae6f81ee - [INFO] - [E:13| 900]: Train Loss:0.0015421, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:54:45,418 - testrun_ae6f81ee - [INFO] - [E:13| 1000]: Train Loss:0.0015417, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:56:49,285 - testrun_ae6f81ee - [INFO] - [E:13| 1100]: Train Loss:0.0015399, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 13:58:53,298 - testrun_ae6f81ee - [INFO] - [E:13| 1200]: Train Loss:0.0015397, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 14:00:57,068 - testrun_ae6f81ee - [INFO] - [E:13| 1300]: Train Loss:0.0015392, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 14:03:00,847 - testrun_ae6f81ee - [INFO] - [E:13| 1400]: Train Loss:0.0015382, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 14:04:50,315 - testrun_ae6f81ee - [INFO] - [E:13| 1500]: Train Loss:0.0015371, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 14:06:32,573 - testrun_ae6f81ee - [INFO] - [E:13| 1600]: Train Loss:0.001535, Val MRR:0.15961, testrun_ae6f81ee +2023-05-31 14:07:39,159 - testrun_ae6f81ee - [INFO] - [Epoch:13]: Training Loss:0.001534 + +2023-05-31 14:07:39,520 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 14:08:20,807 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 14:08:46,050 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 14:09:29,856 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 14:09:54,807 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.2838, Head : 0.05824, Avg : 0.17102 + +2023-05-31 14:09:55,883 - testrun_ae6f81ee - [INFO] - [Epoch 13]: Training Loss: 0.0015343, Valid MRR: 0.17102, + + + +2023-05-31 14:09:57,115 - testrun_ae6f81ee - [INFO] - [E:14| 0]: Train Loss:0.001798, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:11:59,697 - testrun_ae6f81ee - [INFO] - [E:14| 100]: Train Loss:0.0015108, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:14:02,480 - testrun_ae6f81ee - [INFO] - [E:14| 200]: Train Loss:0.0015141, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:16:05,342 - testrun_ae6f81ee - [INFO] - [E:14| 300]: Train Loss:0.0015144, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:18:07,679 - testrun_ae6f81ee - [INFO] - [E:14| 400]: Train Loss:0.0015125, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:20:09,913 - testrun_ae6f81ee - [INFO] - [E:14| 500]: Train Loss:0.0015132, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:22:12,370 - testrun_ae6f81ee - [INFO] - [E:14| 600]: Train Loss:0.0015117, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:24:14,814 - testrun_ae6f81ee - [INFO] - [E:14| 700]: Train Loss:0.0015132, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:26:17,261 - testrun_ae6f81ee - [INFO] - [E:14| 800]: Train Loss:0.0015103, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:28:19,717 - testrun_ae6f81ee - [INFO] - [E:14| 900]: Train Loss:0.0015104, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:30:21,989 - testrun_ae6f81ee - [INFO] - [E:14| 1000]: Train Loss:0.0015084, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:32:24,477 - testrun_ae6f81ee - [INFO] - [E:14| 1100]: Train Loss:0.0015091, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:34:27,150 - testrun_ae6f81ee - [INFO] - [E:14| 1200]: Train Loss:0.0015066, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:36:29,467 - testrun_ae6f81ee - [INFO] - [E:14| 1300]: Train Loss:0.0015058, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:38:32,189 - testrun_ae6f81ee - [INFO] - [E:14| 1400]: Train Loss:0.001505, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:40:34,672 - testrun_ae6f81ee - [INFO] - [E:14| 1500]: Train Loss:0.0015058, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:42:37,275 - testrun_ae6f81ee - [INFO] - [E:14| 1600]: Train Loss:0.0015038, Val MRR:0.17102, testrun_ae6f81ee +2023-05-31 14:43:57,408 - testrun_ae6f81ee - [INFO] - [Epoch:14]: Training Loss:0.001502 + +2023-05-31 14:43:57,949 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 14:44:41,445 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 14:45:06,488 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 14:45:41,128 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 14:46:00,912 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.31288, Head : 0.08152, Avg : 0.1972 + +2023-05-31 14:46:02,090 - testrun_ae6f81ee - [INFO] - [Epoch 14]: Training Loss: 0.001502, Valid MRR: 0.1972, + + + +2023-05-31 14:46:03,101 - testrun_ae6f81ee - [INFO] - [E:15| 0]: Train Loss:0.0015465, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 14:47:43,053 - testrun_ae6f81ee - [INFO] - [E:15| 100]: Train Loss:0.0015058, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 14:49:31,024 - testrun_ae6f81ee - [INFO] - [E:15| 200]: Train Loss:0.0014942, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 14:51:33,751 - testrun_ae6f81ee - [INFO] - [E:15| 300]: Train Loss:0.0014931, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 14:53:36,038 - testrun_ae6f81ee - [INFO] - [E:15| 400]: Train Loss:0.0014856, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 14:55:38,352 - testrun_ae6f81ee - [INFO] - [E:15| 500]: Train Loss:0.0014835, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 14:57:40,890 - testrun_ae6f81ee - [INFO] - [E:15| 600]: Train Loss:0.0014811, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 14:59:43,525 - testrun_ae6f81ee - [INFO] - [E:15| 700]: Train Loss:0.0014813, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:01:46,138 - testrun_ae6f81ee - [INFO] - [E:15| 800]: Train Loss:0.0014804, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:03:48,700 - testrun_ae6f81ee - [INFO] - [E:15| 900]: Train Loss:0.0014788, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:05:51,246 - testrun_ae6f81ee - [INFO] - [E:15| 1000]: Train Loss:0.001478, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:07:53,520 - testrun_ae6f81ee - [INFO] - [E:15| 1100]: Train Loss:0.0014749, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:09:56,231 - testrun_ae6f81ee - [INFO] - [E:15| 1200]: Train Loss:0.001475, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:11:58,715 - testrun_ae6f81ee - [INFO] - [E:15| 1300]: Train Loss:0.001474, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:14:01,129 - testrun_ae6f81ee - [INFO] - [E:15| 1400]: Train Loss:0.0014729, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:16:03,805 - testrun_ae6f81ee - [INFO] - [E:15| 1500]: Train Loss:0.0014718, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:18:06,174 - testrun_ae6f81ee - [INFO] - [E:15| 1600]: Train Loss:0.0014726, Val MRR:0.1972, testrun_ae6f81ee +2023-05-31 15:19:26,181 - testrun_ae6f81ee - [INFO] - [Epoch:15]: Training Loss:0.001472 + +2023-05-31 15:19:26,648 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 15:20:10,103 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 15:20:35,243 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 15:21:18,915 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 15:21:43,740 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.3314, Head : 0.09651, Avg : 0.21395 + +2023-05-31 15:21:44,795 - testrun_ae6f81ee - [INFO] - [Epoch 15]: Training Loss: 0.0014718, Valid MRR: 0.21395, + + + +2023-05-31 15:21:46,063 - testrun_ae6f81ee - [INFO] - [E:16| 0]: Train Loss:0.0013948, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:23:48,448 - testrun_ae6f81ee - [INFO] - [E:16| 100]: Train Loss:0.0014558, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:25:50,505 - testrun_ae6f81ee - [INFO] - [E:16| 200]: Train Loss:0.0014601, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:27:34,269 - testrun_ae6f81ee - [INFO] - [E:16| 300]: Train Loss:0.0014545, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:29:14,568 - testrun_ae6f81ee - [INFO] - [E:16| 400]: Train Loss:0.0014574, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:31:09,351 - testrun_ae6f81ee - [INFO] - [E:16| 500]: Train Loss:0.0014567, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:33:11,980 - testrun_ae6f81ee - [INFO] - [E:16| 600]: Train Loss:0.0014547, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:35:14,545 - testrun_ae6f81ee - [INFO] - [E:16| 700]: Train Loss:0.0014511, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:37:17,269 - testrun_ae6f81ee - [INFO] - [E:16| 800]: Train Loss:0.0014482, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:39:19,745 - testrun_ae6f81ee - [INFO] - [E:16| 900]: Train Loss:0.0014476, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:41:21,955 - testrun_ae6f81ee - [INFO] - [E:16| 1000]: Train Loss:0.0014463, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:43:24,345 - testrun_ae6f81ee - [INFO] - [E:16| 1100]: Train Loss:0.0014458, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:45:26,838 - testrun_ae6f81ee - [INFO] - [E:16| 1200]: Train Loss:0.0014459, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:47:29,216 - testrun_ae6f81ee - [INFO] - [E:16| 1300]: Train Loss:0.0014451, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:49:31,852 - testrun_ae6f81ee - [INFO] - [E:16| 1400]: Train Loss:0.0014457, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:51:34,390 - testrun_ae6f81ee - [INFO] - [E:16| 1500]: Train Loss:0.0014443, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:53:36,637 - testrun_ae6f81ee - [INFO] - [E:16| 1600]: Train Loss:0.0014433, Val MRR:0.21395, testrun_ae6f81ee +2023-05-31 15:54:56,541 - testrun_ae6f81ee - [INFO] - [Epoch:16]: Training Loss:0.001443 + +2023-05-31 15:54:57,080 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 15:55:40,481 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 15:56:05,805 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 15:56:49,601 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 15:57:14,520 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.33993, Head : 0.09913, Avg : 0.21953 + +2023-05-31 15:57:15,552 - testrun_ae6f81ee - [INFO] - [Epoch 16]: Training Loss: 0.0014431, Valid MRR: 0.21953, + + + +2023-05-31 15:57:16,815 - testrun_ae6f81ee - [INFO] - [E:17| 0]: Train Loss:0.0014891, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 15:59:19,210 - testrun_ae6f81ee - [INFO] - [E:17| 100]: Train Loss:0.001431, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:01:21,696 - testrun_ae6f81ee - [INFO] - [E:17| 200]: Train Loss:0.0014233, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:03:24,324 - testrun_ae6f81ee - [INFO] - [E:17| 300]: Train Loss:0.0014213, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:05:26,690 - testrun_ae6f81ee - [INFO] - [E:17| 400]: Train Loss:0.0014234, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:07:25,880 - testrun_ae6f81ee - [INFO] - [E:17| 500]: Train Loss:0.0014262, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:09:06,014 - testrun_ae6f81ee - [INFO] - [E:17| 600]: Train Loss:0.0014261, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:10:46,479 - testrun_ae6f81ee - [INFO] - [E:17| 700]: Train Loss:0.0014238, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:12:46,363 - testrun_ae6f81ee - [INFO] - [E:17| 800]: Train Loss:0.0014226, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:14:48,777 - testrun_ae6f81ee - [INFO] - [E:17| 900]: Train Loss:0.0014212, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:16:51,321 - testrun_ae6f81ee - [INFO] - [E:17| 1000]: Train Loss:0.0014214, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:18:54,162 - testrun_ae6f81ee - [INFO] - [E:17| 1100]: Train Loss:0.0014202, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:20:56,653 - testrun_ae6f81ee - [INFO] - [E:17| 1200]: Train Loss:0.0014197, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:22:59,289 - testrun_ae6f81ee - [INFO] - [E:17| 1300]: Train Loss:0.0014204, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:25:01,921 - testrun_ae6f81ee - [INFO] - [E:17| 1400]: Train Loss:0.0014196, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:27:04,372 - testrun_ae6f81ee - [INFO] - [E:17| 1500]: Train Loss:0.001419, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:29:06,706 - testrun_ae6f81ee - [INFO] - [E:17| 1600]: Train Loss:0.0014173, Val MRR:0.21953, testrun_ae6f81ee +2023-05-31 16:30:26,749 - testrun_ae6f81ee - [INFO] - [Epoch:17]: Training Loss:0.001417 + +2023-05-31 16:30:27,151 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 16:31:10,560 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 16:31:35,777 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 16:32:19,600 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 16:32:44,455 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.35001, Head : 0.1027, Avg : 0.22635 + +2023-05-31 16:32:45,488 - testrun_ae6f81ee - [INFO] - [Epoch 17]: Training Loss: 0.001417, Valid MRR: 0.22635, + + + +2023-05-31 16:32:46,767 - testrun_ae6f81ee - [INFO] - [E:18| 0]: Train Loss:0.0014113, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:34:49,244 - testrun_ae6f81ee - [INFO] - [E:18| 100]: Train Loss:0.0014099, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:36:51,583 - testrun_ae6f81ee - [INFO] - [E:18| 200]: Train Loss:0.001404, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:38:54,082 - testrun_ae6f81ee - [INFO] - [E:18| 300]: Train Loss:0.0013994, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:40:56,562 - testrun_ae6f81ee - [INFO] - [E:18| 400]: Train Loss:0.0014005, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:42:58,645 - testrun_ae6f81ee - [INFO] - [E:18| 500]: Train Loss:0.0014007, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:45:01,286 - testrun_ae6f81ee - [INFO] - [E:18| 600]: Train Loss:0.0014002, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:47:03,812 - testrun_ae6f81ee - [INFO] - [E:18| 700]: Train Loss:0.0014012, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:48:56,692 - testrun_ae6f81ee - [INFO] - [E:18| 800]: Train Loss:0.0014007, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:50:36,889 - testrun_ae6f81ee - [INFO] - [E:18| 900]: Train Loss:0.0013992, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:52:21,722 - testrun_ae6f81ee - [INFO] - [E:18| 1000]: Train Loss:0.0013996, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:54:24,260 - testrun_ae6f81ee - [INFO] - [E:18| 1100]: Train Loss:0.0014001, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:56:26,705 - testrun_ae6f81ee - [INFO] - [E:18| 1200]: Train Loss:0.0013974, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 16:58:29,092 - testrun_ae6f81ee - [INFO] - [E:18| 1300]: Train Loss:0.0013961, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 17:00:31,454 - testrun_ae6f81ee - [INFO] - [E:18| 1400]: Train Loss:0.001395, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 17:02:34,156 - testrun_ae6f81ee - [INFO] - [E:18| 1500]: Train Loss:0.0013943, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 17:04:36,513 - testrun_ae6f81ee - [INFO] - [E:18| 1600]: Train Loss:0.0013936, Val MRR:0.22635, testrun_ae6f81ee +2023-05-31 17:05:56,613 - testrun_ae6f81ee - [INFO] - [Epoch:18]: Training Loss:0.001392 + +2023-05-31 17:05:57,036 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 17:06:40,583 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 17:07:05,769 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 17:07:49,483 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 17:08:14,353 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.34871, Head : 0.11125, Avg : 0.22998 + +2023-05-31 17:08:15,433 - testrun_ae6f81ee - [INFO] - [Epoch 18]: Training Loss: 0.0013924, Valid MRR: 0.22998, + + + +2023-05-31 17:08:16,767 - testrun_ae6f81ee - [INFO] - [E:19| 0]: Train Loss:0.0014453, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:10:19,345 - testrun_ae6f81ee - [INFO] - [E:19| 100]: Train Loss:0.0013679, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:12:21,594 - testrun_ae6f81ee - [INFO] - [E:19| 200]: Train Loss:0.0013781, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:14:24,049 - testrun_ae6f81ee - [INFO] - [E:19| 300]: Train Loss:0.0013771, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:16:26,840 - testrun_ae6f81ee - [INFO] - [E:19| 400]: Train Loss:0.001376, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:18:28,980 - testrun_ae6f81ee - [INFO] - [E:19| 500]: Train Loss:0.0013743, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:20:31,188 - testrun_ae6f81ee - [INFO] - [E:19| 600]: Train Loss:0.0013736, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:22:33,738 - testrun_ae6f81ee - [INFO] - [E:19| 700]: Train Loss:0.0013745, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:24:36,164 - testrun_ae6f81ee - [INFO] - [E:19| 800]: Train Loss:0.001374, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:26:38,883 - testrun_ae6f81ee - [INFO] - [E:19| 900]: Train Loss:0.001373, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:28:41,188 - testrun_ae6f81ee - [INFO] - [E:19| 1000]: Train Loss:0.0013736, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:30:27,745 - testrun_ae6f81ee - [INFO] - [E:19| 1100]: Train Loss:0.0013725, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:32:07,971 - testrun_ae6f81ee - [INFO] - [E:19| 1200]: Train Loss:0.0013716, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:33:59,767 - testrun_ae6f81ee - [INFO] - [E:19| 1300]: Train Loss:0.0013722, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:36:01,975 - testrun_ae6f81ee - [INFO] - [E:19| 1400]: Train Loss:0.0013728, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:38:04,381 - testrun_ae6f81ee - [INFO] - [E:19| 1500]: Train Loss:0.0013713, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:40:06,856 - testrun_ae6f81ee - [INFO] - [E:19| 1600]: Train Loss:0.001371, Val MRR:0.22998, testrun_ae6f81ee +2023-05-31 17:41:26,803 - testrun_ae6f81ee - [INFO] - [Epoch:19]: Training Loss:0.00137 + +2023-05-31 17:41:27,294 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 17:42:10,726 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 17:42:35,965 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 17:43:19,715 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 17:43:44,699 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.35748, Head : 0.12341, Avg : 0.24045 + MR: Tail : 485.6, Head : 1158.1, Avg : 821.87 + Hit-1: Tail : 0.29899, Head : 0.09001, Avg : 0.1945 + Hit-3: Tail : 0.38109, Head : 0.1294, Avg : 0.25525 + Hit-10: Tail : 0.46195, Head : 0.1925, Avg : 0.32722 +2023-05-31 17:43:45,914 - testrun_ae6f81ee - [INFO] - [Epoch 19]: Training Loss: 0.00137, Valid MRR: 0.24045, + + + +2023-05-31 17:43:47,118 - testrun_ae6f81ee - [INFO] - [E:20| 0]: Train Loss:0.0013578, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 17:45:49,671 - testrun_ae6f81ee - [INFO] - [E:20| 100]: Train Loss:0.0013569, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 17:47:52,237 - testrun_ae6f81ee - [INFO] - [E:20| 200]: Train Loss:0.0013604, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 17:49:54,646 - testrun_ae6f81ee - [INFO] - [E:20| 300]: Train Loss:0.0013625, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 17:51:57,317 - testrun_ae6f81ee - [INFO] - [E:20| 400]: Train Loss:0.0013611, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 17:53:59,849 - testrun_ae6f81ee - [INFO] - [E:20| 500]: Train Loss:0.0013604, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 17:56:02,062 - testrun_ae6f81ee - [INFO] - [E:20| 600]: Train Loss:0.0013588, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 17:58:04,949 - testrun_ae6f81ee - [INFO] - [E:20| 700]: Train Loss:0.0013575, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:00:07,256 - testrun_ae6f81ee - [INFO] - [E:20| 800]: Train Loss:0.0013562, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:02:09,604 - testrun_ae6f81ee - [INFO] - [E:20| 900]: Train Loss:0.0013548, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:04:12,030 - testrun_ae6f81ee - [INFO] - [E:20| 1000]: Train Loss:0.0013539, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:06:14,652 - testrun_ae6f81ee - [INFO] - [E:20| 1100]: Train Loss:0.0013519, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:08:17,184 - testrun_ae6f81ee - [INFO] - [E:20| 1200]: Train Loss:0.0013507, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:10:19,051 - testrun_ae6f81ee - [INFO] - [E:20| 1300]: Train Loss:0.0013499, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:12:00,652 - testrun_ae6f81ee - [INFO] - [E:20| 1400]: Train Loss:0.0013496, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:13:42,723 - testrun_ae6f81ee - [INFO] - [E:20| 1500]: Train Loss:0.0013486, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:15:43,188 - testrun_ae6f81ee - [INFO] - [E:20| 1600]: Train Loss:0.0013482, Val MRR:0.24045, testrun_ae6f81ee +2023-05-31 18:17:03,455 - testrun_ae6f81ee - [INFO] - [Epoch:20]: Training Loss:0.001348 + +2023-05-31 18:17:03,902 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 18:17:47,320 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 18:18:12,499 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 18:18:56,216 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 18:19:21,129 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.36824, Head : 0.1318, Avg : 0.25002 + +2023-05-31 18:19:22,275 - testrun_ae6f81ee - [INFO] - [Epoch 20]: Training Loss: 0.0013481, Valid MRR: 0.25002, + + + +2023-05-31 18:19:23,580 - testrun_ae6f81ee - [INFO] - [E:21| 0]: Train Loss:0.0013991, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:21:26,137 - testrun_ae6f81ee - [INFO] - [E:21| 100]: Train Loss:0.0013313, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:23:28,663 - testrun_ae6f81ee - [INFO] - [E:21| 200]: Train Loss:0.0013358, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:25:31,158 - testrun_ae6f81ee - [INFO] - [E:21| 300]: Train Loss:0.0013376, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:27:33,723 - testrun_ae6f81ee - [INFO] - [E:21| 400]: Train Loss:0.0013357, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:29:36,392 - testrun_ae6f81ee - [INFO] - [E:21| 500]: Train Loss:0.0013338, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:31:38,497 - testrun_ae6f81ee - [INFO] - [E:21| 600]: Train Loss:0.0013315, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:33:41,174 - testrun_ae6f81ee - [INFO] - [E:21| 700]: Train Loss:0.0013314, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:35:43,877 - testrun_ae6f81ee - [INFO] - [E:21| 800]: Train Loss:0.0013321, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:37:46,611 - testrun_ae6f81ee - [INFO] - [E:21| 900]: Train Loss:0.0013322, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:39:49,312 - testrun_ae6f81ee - [INFO] - [E:21| 1000]: Train Loss:0.0013323, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:41:51,843 - testrun_ae6f81ee - [INFO] - [E:21| 1100]: Train Loss:0.0013318, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:43:54,310 - testrun_ae6f81ee - [INFO] - [E:21| 1200]: Train Loss:0.0013308, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:45:57,037 - testrun_ae6f81ee - [INFO] - [E:21| 1300]: Train Loss:0.0013304, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:47:59,858 - testrun_ae6f81ee - [INFO] - [E:21| 1400]: Train Loss:0.0013294, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:50:02,695 - testrun_ae6f81ee - [INFO] - [E:21| 1500]: Train Loss:0.0013294, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:51:55,273 - testrun_ae6f81ee - [INFO] - [E:21| 1600]: Train Loss:0.0013288, Val MRR:0.25002, testrun_ae6f81ee +2023-05-31 18:53:00,942 - testrun_ae6f81ee - [INFO] - [Epoch:21]: Training Loss:0.001329 + +2023-05-31 18:53:01,310 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 18:53:35,829 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 18:53:55,829 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 18:54:30,529 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 18:54:50,330 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.37872, Head : 0.13086, Avg : 0.25479 + +2023-05-31 18:54:51,405 - testrun_ae6f81ee - [INFO] - [Epoch 21]: Training Loss: 0.0013289, Valid MRR: 0.25479, + + + +2023-05-31 18:54:52,663 - testrun_ae6f81ee - [INFO] - [E:22| 0]: Train Loss:0.0012799, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 18:56:55,268 - testrun_ae6f81ee - [INFO] - [E:22| 100]: Train Loss:0.0013235, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 18:58:57,967 - testrun_ae6f81ee - [INFO] - [E:22| 200]: Train Loss:0.0013219, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:01:00,353 - testrun_ae6f81ee - [INFO] - [E:22| 300]: Train Loss:0.0013237, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:03:02,820 - testrun_ae6f81ee - [INFO] - [E:22| 400]: Train Loss:0.0013213, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:05:05,229 - testrun_ae6f81ee - [INFO] - [E:22| 500]: Train Loss:0.0013183, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:07:07,657 - testrun_ae6f81ee - [INFO] - [E:22| 600]: Train Loss:0.0013191, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:09:10,072 - testrun_ae6f81ee - [INFO] - [E:22| 700]: Train Loss:0.0013171, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:11:12,459 - testrun_ae6f81ee - [INFO] - [E:22| 800]: Train Loss:0.0013169, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:13:15,007 - testrun_ae6f81ee - [INFO] - [E:22| 900]: Train Loss:0.0013168, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:15:17,649 - testrun_ae6f81ee - [INFO] - [E:22| 1000]: Train Loss:0.0013168, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:17:20,335 - testrun_ae6f81ee - [INFO] - [E:22| 1100]: Train Loss:0.0013159, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:19:22,667 - testrun_ae6f81ee - [INFO] - [E:22| 1200]: Train Loss:0.0013153, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:21:25,390 - testrun_ae6f81ee - [INFO] - [E:22| 1300]: Train Loss:0.0013151, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:23:27,738 - testrun_ae6f81ee - [INFO] - [E:22| 1400]: Train Loss:0.0013136, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:25:30,294 - testrun_ae6f81ee - [INFO] - [E:22| 1500]: Train Loss:0.001313, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:27:32,731 - testrun_ae6f81ee - [INFO] - [E:22| 1600]: Train Loss:0.0013122, Val MRR:0.25479, testrun_ae6f81ee +2023-05-31 19:28:52,910 - testrun_ae6f81ee - [INFO] - [Epoch:22]: Training Loss:0.001312 + +2023-05-31 19:28:53,372 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 19:29:36,947 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 19:30:02,117 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 19:30:45,918 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 19:31:10,764 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.38975, Head : 0.1382, Avg : 0.26398 + +2023-05-31 19:31:11,870 - testrun_ae6f81ee - [INFO] - [Epoch 22]: Training Loss: 0.001312, Valid MRR: 0.26398, + + + +2023-05-31 19:31:13,154 - testrun_ae6f81ee - [INFO] - [E:23| 0]: Train Loss:0.0013009, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:33:03,740 - testrun_ae6f81ee - [INFO] - [E:23| 100]: Train Loss:0.0012965, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:34:43,704 - testrun_ae6f81ee - [INFO] - [E:23| 200]: Train Loss:0.001298, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:36:30,282 - testrun_ae6f81ee - [INFO] - [E:23| 300]: Train Loss:0.0012945, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:38:32,927 - testrun_ae6f81ee - [INFO] - [E:23| 400]: Train Loss:0.0012944, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:40:35,439 - testrun_ae6f81ee - [INFO] - [E:23| 500]: Train Loss:0.0012944, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:42:37,960 - testrun_ae6f81ee - [INFO] - [E:23| 600]: Train Loss:0.0012941, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:44:40,472 - testrun_ae6f81ee - [INFO] - [E:23| 700]: Train Loss:0.0012949, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:46:42,907 - testrun_ae6f81ee - [INFO] - [E:23| 800]: Train Loss:0.0012962, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:48:45,447 - testrun_ae6f81ee - [INFO] - [E:23| 900]: Train Loss:0.001297, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:50:47,896 - testrun_ae6f81ee - [INFO] - [E:23| 1000]: Train Loss:0.0012986, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:52:50,239 - testrun_ae6f81ee - [INFO] - [E:23| 1100]: Train Loss:0.0012976, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:54:52,905 - testrun_ae6f81ee - [INFO] - [E:23| 1200]: Train Loss:0.0012972, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:56:55,718 - testrun_ae6f81ee - [INFO] - [E:23| 1300]: Train Loss:0.0012963, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 19:58:58,380 - testrun_ae6f81ee - [INFO] - [E:23| 1400]: Train Loss:0.0012963, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 20:01:00,932 - testrun_ae6f81ee - [INFO] - [E:23| 1500]: Train Loss:0.0012959, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 20:03:03,363 - testrun_ae6f81ee - [INFO] - [E:23| 1600]: Train Loss:0.0012959, Val MRR:0.26398, testrun_ae6f81ee +2023-05-31 20:04:23,328 - testrun_ae6f81ee - [INFO] - [Epoch:23]: Training Loss:0.001296 + +2023-05-31 20:04:23,762 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 20:05:07,247 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 20:05:32,424 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 20:06:16,242 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 20:06:41,100 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.39814, Head : 0.14629, Avg : 0.27221 + +2023-05-31 20:06:42,251 - testrun_ae6f81ee - [INFO] - [Epoch 23]: Training Loss: 0.0012958, Valid MRR: 0.27221, + + + +2023-05-31 20:06:43,392 - testrun_ae6f81ee - [INFO] - [E:24| 0]: Train Loss:0.001441, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:08:45,847 - testrun_ae6f81ee - [INFO] - [E:24| 100]: Train Loss:0.0012891, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:10:48,610 - testrun_ae6f81ee - [INFO] - [E:24| 200]: Train Loss:0.0012922, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:12:51,140 - testrun_ae6f81ee - [INFO] - [E:24| 300]: Train Loss:0.0012899, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:14:35,273 - testrun_ae6f81ee - [INFO] - [E:24| 400]: Train Loss:0.0012903, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:16:15,824 - testrun_ae6f81ee - [INFO] - [E:24| 500]: Train Loss:0.0012887, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:18:10,376 - testrun_ae6f81ee - [INFO] - [E:24| 600]: Train Loss:0.001286, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:20:12,836 - testrun_ae6f81ee - [INFO] - [E:24| 700]: Train Loss:0.0012843, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:22:15,540 - testrun_ae6f81ee - [INFO] - [E:24| 800]: Train Loss:0.0012842, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:24:18,277 - testrun_ae6f81ee - [INFO] - [E:24| 900]: Train Loss:0.0012838, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:26:21,250 - testrun_ae6f81ee - [INFO] - [E:24| 1000]: Train Loss:0.0012839, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:28:24,079 - testrun_ae6f81ee - [INFO] - [E:24| 1100]: Train Loss:0.0012837, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:30:26,853 - testrun_ae6f81ee - [INFO] - [E:24| 1200]: Train Loss:0.0012834, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:32:29,627 - testrun_ae6f81ee - [INFO] - [E:24| 1300]: Train Loss:0.0012829, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:34:32,337 - testrun_ae6f81ee - [INFO] - [E:24| 1400]: Train Loss:0.0012819, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:36:35,082 - testrun_ae6f81ee - [INFO] - [E:24| 1500]: Train Loss:0.0012814, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:38:37,727 - testrun_ae6f81ee - [INFO] - [E:24| 1600]: Train Loss:0.0012809, Val MRR:0.27221, testrun_ae6f81ee +2023-05-31 20:39:57,835 - testrun_ae6f81ee - [INFO] - [Epoch:24]: Training Loss:0.001281 + +2023-05-31 20:39:58,369 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 20:40:41,920 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 20:41:07,280 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 20:41:51,222 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 20:42:16,177 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.40644, Head : 0.15293, Avg : 0.27969 + +2023-05-31 20:42:17,231 - testrun_ae6f81ee - [INFO] - [Epoch 24]: Training Loss: 0.0012806, Valid MRR: 0.27969, + + + +2023-05-31 20:42:18,470 - testrun_ae6f81ee - [INFO] - [E:25| 0]: Train Loss:0.0012538, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 20:44:21,145 - testrun_ae6f81ee - [INFO] - [E:25| 100]: Train Loss:0.0012726, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 20:46:23,946 - testrun_ae6f81ee - [INFO] - [E:25| 200]: Train Loss:0.0012702, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 20:48:26,685 - testrun_ae6f81ee - [INFO] - [E:25| 300]: Train Loss:0.0012702, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 20:50:29,268 - testrun_ae6f81ee - [INFO] - [E:25| 400]: Train Loss:0.0012689, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 20:52:31,980 - testrun_ae6f81ee - [INFO] - [E:25| 500]: Train Loss:0.0012694, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 20:54:29,923 - testrun_ae6f81ee - [INFO] - [E:25| 600]: Train Loss:0.0012696, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 20:56:11,255 - testrun_ae6f81ee - [INFO] - [E:25| 700]: Train Loss:0.0012692, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 20:57:53,339 - testrun_ae6f81ee - [INFO] - [E:25| 800]: Train Loss:0.00127, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 20:59:56,177 - testrun_ae6f81ee - [INFO] - [E:25| 900]: Train Loss:0.0012696, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 21:01:58,729 - testrun_ae6f81ee - [INFO] - [E:25| 1000]: Train Loss:0.0012688, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 21:04:01,416 - testrun_ae6f81ee - [INFO] - [E:25| 1100]: Train Loss:0.0012698, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 21:06:04,427 - testrun_ae6f81ee - [INFO] - [E:25| 1200]: Train Loss:0.0012693, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 21:08:07,410 - testrun_ae6f81ee - [INFO] - [E:25| 1300]: Train Loss:0.0012691, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 21:10:10,316 - testrun_ae6f81ee - [INFO] - [E:25| 1400]: Train Loss:0.0012686, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 21:12:13,032 - testrun_ae6f81ee - [INFO] - [E:25| 1500]: Train Loss:0.0012676, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 21:14:15,841 - testrun_ae6f81ee - [INFO] - [E:25| 1600]: Train Loss:0.0012674, Val MRR:0.27969, testrun_ae6f81ee +2023-05-31 21:15:35,985 - testrun_ae6f81ee - [INFO] - [Epoch:25]: Training Loss:0.001267 + +2023-05-31 21:15:36,400 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 21:16:19,942 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 21:16:45,173 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 21:17:29,124 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 21:17:54,157 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.41154, Head : 0.16345, Avg : 0.28749 + +2023-05-31 21:17:55,265 - testrun_ae6f81ee - [INFO] - [Epoch 25]: Training Loss: 0.0012669, Valid MRR: 0.28749, + + + +2023-05-31 21:17:56,544 - testrun_ae6f81ee - [INFO] - [E:26| 0]: Train Loss:0.0012502, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:19:59,323 - testrun_ae6f81ee - [INFO] - [E:26| 100]: Train Loss:0.0012591, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:22:02,152 - testrun_ae6f81ee - [INFO] - [E:26| 200]: Train Loss:0.0012539, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:24:04,826 - testrun_ae6f81ee - [INFO] - [E:26| 300]: Train Loss:0.0012556, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:26:07,306 - testrun_ae6f81ee - [INFO] - [E:26| 400]: Train Loss:0.0012561, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:28:10,062 - testrun_ae6f81ee - [INFO] - [E:26| 500]: Train Loss:0.0012561, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:30:12,615 - testrun_ae6f81ee - [INFO] - [E:26| 600]: Train Loss:0.0012561, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:32:15,097 - testrun_ae6f81ee - [INFO] - [E:26| 700]: Train Loss:0.0012572, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:34:17,708 - testrun_ae6f81ee - [INFO] - [E:26| 800]: Train Loss:0.001257, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:36:05,833 - testrun_ae6f81ee - [INFO] - [E:26| 900]: Train Loss:0.0012569, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:37:46,196 - testrun_ae6f81ee - [INFO] - [E:26| 1000]: Train Loss:0.0012561, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:39:38,647 - testrun_ae6f81ee - [INFO] - [E:26| 1100]: Train Loss:0.0012557, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:41:42,944 - testrun_ae6f81ee - [INFO] - [E:26| 1200]: Train Loss:0.0012559, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:43:47,193 - testrun_ae6f81ee - [INFO] - [E:26| 1300]: Train Loss:0.0012553, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:45:51,576 - testrun_ae6f81ee - [INFO] - [E:26| 1400]: Train Loss:0.0012548, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:47:55,958 - testrun_ae6f81ee - [INFO] - [E:26| 1500]: Train Loss:0.0012544, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:50:00,113 - testrun_ae6f81ee - [INFO] - [E:26| 1600]: Train Loss:0.0012548, Val MRR:0.28749, testrun_ae6f81ee +2023-05-31 21:51:21,234 - testrun_ae6f81ee - [INFO] - [Epoch:26]: Training Loss:0.001255 + +2023-05-31 21:51:21,787 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 21:52:05,976 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 21:52:31,649 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 21:53:16,129 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 21:53:41,425 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.41251, Head : 0.17119, Avg : 0.29185 + +2023-05-31 21:53:42,708 - testrun_ae6f81ee - [INFO] - [Epoch 26]: Training Loss: 0.001255, Valid MRR: 0.29185, + + + +2023-05-31 21:53:43,993 - testrun_ae6f81ee - [INFO] - [E:27| 0]: Train Loss:0.0013151, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 21:55:48,215 - testrun_ae6f81ee - [INFO] - [E:27| 100]: Train Loss:0.0012564, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 21:57:52,530 - testrun_ae6f81ee - [INFO] - [E:27| 200]: Train Loss:0.001253, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 21:59:56,725 - testrun_ae6f81ee - [INFO] - [E:27| 300]: Train Loss:0.0012495, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:02:00,989 - testrun_ae6f81ee - [INFO] - [E:27| 400]: Train Loss:0.001248, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:04:05,302 - testrun_ae6f81ee - [INFO] - [E:27| 500]: Train Loss:0.0012474, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:06:09,545 - testrun_ae6f81ee - [INFO] - [E:27| 600]: Train Loss:0.0012494, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:08:13,686 - testrun_ae6f81ee - [INFO] - [E:27| 700]: Train Loss:0.0012492, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:10:17,674 - testrun_ae6f81ee - [INFO] - [E:27| 800]: Train Loss:0.0012478, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:12:22,102 - testrun_ae6f81ee - [INFO] - [E:27| 900]: Train Loss:0.0012469, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:14:26,396 - testrun_ae6f81ee - [INFO] - [E:27| 1000]: Train Loss:0.0012465, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:16:19,445 - testrun_ae6f81ee - [INFO] - [E:27| 1100]: Train Loss:0.0012457, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:18:01,771 - testrun_ae6f81ee - [INFO] - [E:27| 1200]: Train Loss:0.0012457, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:19:52,523 - testrun_ae6f81ee - [INFO] - [E:27| 1300]: Train Loss:0.0012447, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:21:55,219 - testrun_ae6f81ee - [INFO] - [E:27| 1400]: Train Loss:0.0012441, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:23:57,895 - testrun_ae6f81ee - [INFO] - [E:27| 1500]: Train Loss:0.0012446, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:26:00,644 - testrun_ae6f81ee - [INFO] - [E:27| 1600]: Train Loss:0.0012438, Val MRR:0.29185, testrun_ae6f81ee +2023-05-31 22:27:20,737 - testrun_ae6f81ee - [INFO] - [Epoch:27]: Training Loss:0.001244 + +2023-05-31 22:27:21,288 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 22:28:04,753 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 22:28:30,029 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 22:29:13,892 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 22:29:38,803 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.42466, Head : 0.19024, Avg : 0.30745 + +2023-05-31 22:29:39,939 - testrun_ae6f81ee - [INFO] - [Epoch 27]: Training Loss: 0.0012435, Valid MRR: 0.30745, + + + +2023-05-31 22:29:41,226 - testrun_ae6f81ee - [INFO] - [E:28| 0]: Train Loss:0.0012724, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:31:43,784 - testrun_ae6f81ee - [INFO] - [E:28| 100]: Train Loss:0.0012332, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:33:46,282 - testrun_ae6f81ee - [INFO] - [E:28| 200]: Train Loss:0.0012359, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:35:49,002 - testrun_ae6f81ee - [INFO] - [E:28| 300]: Train Loss:0.0012369, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:37:51,723 - testrun_ae6f81ee - [INFO] - [E:28| 400]: Train Loss:0.0012341, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:39:54,536 - testrun_ae6f81ee - [INFO] - [E:28| 500]: Train Loss:0.0012336, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:41:57,057 - testrun_ae6f81ee - [INFO] - [E:28| 600]: Train Loss:0.0012337, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:43:59,822 - testrun_ae6f81ee - [INFO] - [E:28| 700]: Train Loss:0.0012326, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:46:02,316 - testrun_ae6f81ee - [INFO] - [E:28| 800]: Train Loss:0.0012331, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:48:05,186 - testrun_ae6f81ee - [INFO] - [E:28| 900]: Train Loss:0.0012337, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:50:07,840 - testrun_ae6f81ee - [INFO] - [E:28| 1000]: Train Loss:0.0012338, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:52:10,438 - testrun_ae6f81ee - [INFO] - [E:28| 1100]: Train Loss:0.001233, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:54:12,921 - testrun_ae6f81ee - [INFO] - [E:28| 1200]: Train Loss:0.0012328, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:56:15,596 - testrun_ae6f81ee - [INFO] - [E:28| 1300]: Train Loss:0.0012328, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:57:56,102 - testrun_ae6f81ee - [INFO] - [E:28| 1400]: Train Loss:0.0012332, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 22:59:36,421 - testrun_ae6f81ee - [INFO] - [E:28| 1500]: Train Loss:0.0012338, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 23:01:36,138 - testrun_ae6f81ee - [INFO] - [E:28| 1600]: Train Loss:0.0012332, Val MRR:0.30745, testrun_ae6f81ee +2023-05-31 23:02:56,392 - testrun_ae6f81ee - [INFO] - [Epoch:28]: Training Loss:0.001233 + +2023-05-31 23:02:56,945 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 23:03:40,622 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 23:04:05,820 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 23:04:49,556 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 23:05:14,531 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.42813, Head : 0.22607, Avg : 0.3271 + +2023-05-31 23:05:15,597 - testrun_ae6f81ee - [INFO] - [Epoch 28]: Training Loss: 0.0012328, Valid MRR: 0.3271, + + + +2023-05-31 23:05:16,850 - testrun_ae6f81ee - [INFO] - [E:29| 0]: Train Loss:0.0012324, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:07:19,508 - testrun_ae6f81ee - [INFO] - [E:29| 100]: Train Loss:0.001234, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:09:22,237 - testrun_ae6f81ee - [INFO] - [E:29| 200]: Train Loss:0.001233, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:11:24,992 - testrun_ae6f81ee - [INFO] - [E:29| 300]: Train Loss:0.0012316, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:13:27,814 - testrun_ae6f81ee - [INFO] - [E:29| 400]: Train Loss:0.0012301, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:15:30,540 - testrun_ae6f81ee - [INFO] - [E:29| 500]: Train Loss:0.0012311, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:17:33,135 - testrun_ae6f81ee - [INFO] - [E:29| 600]: Train Loss:0.0012309, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:19:35,990 - testrun_ae6f81ee - [INFO] - [E:29| 700]: Train Loss:0.0012282, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:21:38,466 - testrun_ae6f81ee - [INFO] - [E:29| 800]: Train Loss:0.0012265, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:23:41,099 - testrun_ae6f81ee - [INFO] - [E:29| 900]: Train Loss:0.0012258, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:25:43,807 - testrun_ae6f81ee - [INFO] - [E:29| 1000]: Train Loss:0.001226, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:27:46,708 - testrun_ae6f81ee - [INFO] - [E:29| 1100]: Train Loss:0.0012253, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:29:49,452 - testrun_ae6f81ee - [INFO] - [E:29| 1200]: Train Loss:0.0012241, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:31:52,330 - testrun_ae6f81ee - [INFO] - [E:29| 1300]: Train Loss:0.0012238, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:33:55,203 - testrun_ae6f81ee - [INFO] - [E:29| 1400]: Train Loss:0.0012241, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:35:57,855 - testrun_ae6f81ee - [INFO] - [E:29| 1500]: Train Loss:0.001224, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:37:51,629 - testrun_ae6f81ee - [INFO] - [E:29| 1600]: Train Loss:0.0012239, Val MRR:0.3271, testrun_ae6f81ee +2023-05-31 23:38:57,207 - testrun_ae6f81ee - [INFO] - [Epoch:29]: Training Loss:0.001224 + +2023-05-31 23:38:57,565 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-05-31 23:39:32,184 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-05-31 23:39:52,204 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-05-31 23:40:26,968 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-05-31 23:40:46,336 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.4354, Head : 0.23446, Avg : 0.33493 + MR: Tail : 360.14, Head : 666.41, Avg : 513.28 + Hit-1: Tail : 0.36649, Head : 0.17968, Avg : 0.27308 + Hit-3: Tail : 0.48011, Head : 0.25173, Avg : 0.36592 + Hit-10: Tail : 0.54567, Head : 0.34046, Avg : 0.44307 +2023-05-31 23:40:47,549 - testrun_ae6f81ee - [INFO] - [Epoch 29]: Training Loss: 0.0012236, Valid MRR: 0.33493, + + + +2023-05-31 23:40:48,885 - testrun_ae6f81ee - [INFO] - [E:30| 0]: Train Loss:0.0011515, Val MRR:0.33493, testrun_ae6f81ee +2023-05-31 23:42:51,634 - testrun_ae6f81ee - [INFO] - [E:30| 100]: Train Loss:0.0012213, Val MRR:0.33493, testrun_ae6f81ee +2023-05-31 23:44:54,226 - testrun_ae6f81ee - [INFO] - [E:30| 200]: Train Loss:0.0012163, Val MRR:0.33493, testrun_ae6f81ee +2023-05-31 23:46:56,956 - testrun_ae6f81ee - [INFO] - [E:30| 300]: Train Loss:0.0012164, Val MRR:0.33493, testrun_ae6f81ee +2023-05-31 23:48:59,712 - testrun_ae6f81ee - [INFO] - [E:30| 400]: Train Loss:0.001218, Val MRR:0.33493, testrun_ae6f81ee +2023-05-31 23:51:02,576 - testrun_ae6f81ee - [INFO] - [E:30| 500]: Train Loss:0.001217, Val MRR:0.33493, testrun_ae6f81ee +2023-05-31 23:53:05,204 - testrun_ae6f81ee - [INFO] - [E:30| 600]: Train Loss:0.0012164, Val MRR:0.33493, testrun_ae6f81ee +2023-05-31 23:55:08,112 - testrun_ae6f81ee - [INFO] - [E:30| 700]: Train Loss:0.0012146, Val MRR:0.33493, testrun_ae6f81ee +2023-05-31 23:57:10,524 - testrun_ae6f81ee - [INFO] - [E:30| 800]: Train Loss:0.0012152, Val MRR:0.33493, testrun_ae6f81ee +2023-05-31 23:59:13,265 - testrun_ae6f81ee - [INFO] - [E:30| 900]: Train Loss:0.0012152, Val MRR:0.33493, testrun_ae6f81ee +2023-06-01 00:01:16,140 - testrun_ae6f81ee - [INFO] - [E:30| 1000]: Train Loss:0.0012143, Val MRR:0.33493, testrun_ae6f81ee +2023-06-01 00:03:18,767 - testrun_ae6f81ee - [INFO] - [E:30| 1100]: Train Loss:0.0012142, Val MRR:0.33493, testrun_ae6f81ee +2023-06-01 00:05:21,426 - testrun_ae6f81ee - [INFO] - [E:30| 1200]: Train Loss:0.0012136, Val MRR:0.33493, testrun_ae6f81ee +2023-06-01 00:07:24,097 - testrun_ae6f81ee - [INFO] - [E:30| 1300]: Train Loss:0.0012134, Val MRR:0.33493, testrun_ae6f81ee +2023-06-01 00:09:26,660 - testrun_ae6f81ee - [INFO] - [E:30| 1400]: Train Loss:0.0012132, Val MRR:0.33493, testrun_ae6f81ee +2023-06-01 00:11:29,278 - testrun_ae6f81ee - [INFO] - [E:30| 1500]: Train Loss:0.0012142, Val MRR:0.33493, testrun_ae6f81ee +2023-06-01 00:13:31,966 - testrun_ae6f81ee - [INFO] - [E:30| 1600]: Train Loss:0.0012137, Val MRR:0.33493, testrun_ae6f81ee +2023-06-01 00:14:52,267 - testrun_ae6f81ee - [INFO] - [Epoch:30]: Training Loss:0.001213 + +2023-06-01 00:14:52,701 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 00:15:36,409 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 00:16:01,630 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 00:16:45,430 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 00:17:10,339 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.43474, Head : 0.23664, Avg : 0.33569 + +2023-06-01 00:17:11,543 - testrun_ae6f81ee - [INFO] - [Epoch 30]: Training Loss: 0.0012135, Valid MRR: 0.33569, + + + +2023-06-01 00:17:12,824 - testrun_ae6f81ee - [INFO] - [E:31| 0]: Train Loss:0.0011733, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:19:02,607 - testrun_ae6f81ee - [INFO] - [E:31| 100]: Train Loss:0.001207, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:20:42,653 - testrun_ae6f81ee - [INFO] - [E:31| 200]: Train Loss:0.0012117, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:22:32,710 - testrun_ae6f81ee - [INFO] - [E:31| 300]: Train Loss:0.0012098, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:24:35,247 - testrun_ae6f81ee - [INFO] - [E:31| 400]: Train Loss:0.0012091, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:26:37,969 - testrun_ae6f81ee - [INFO] - [E:31| 500]: Train Loss:0.0012085, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:28:40,638 - testrun_ae6f81ee - [INFO] - [E:31| 600]: Train Loss:0.0012088, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:30:43,378 - testrun_ae6f81ee - [INFO] - [E:31| 700]: Train Loss:0.0012082, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:32:45,807 - testrun_ae6f81ee - [INFO] - [E:31| 800]: Train Loss:0.0012066, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:34:48,196 - testrun_ae6f81ee - [INFO] - [E:31| 900]: Train Loss:0.0012067, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:36:50,806 - testrun_ae6f81ee - [INFO] - [E:31| 1000]: Train Loss:0.0012058, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:38:53,371 - testrun_ae6f81ee - [INFO] - [E:31| 1100]: Train Loss:0.0012059, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:40:55,840 - testrun_ae6f81ee - [INFO] - [E:31| 1200]: Train Loss:0.0012058, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:42:58,305 - testrun_ae6f81ee - [INFO] - [E:31| 1300]: Train Loss:0.0012059, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:45:00,911 - testrun_ae6f81ee - [INFO] - [E:31| 1400]: Train Loss:0.0012054, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:47:03,581 - testrun_ae6f81ee - [INFO] - [E:31| 1500]: Train Loss:0.0012048, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:49:06,157 - testrun_ae6f81ee - [INFO] - [E:31| 1600]: Train Loss:0.001205, Val MRR:0.33569, testrun_ae6f81ee +2023-06-01 00:50:26,176 - testrun_ae6f81ee - [INFO] - [Epoch:31]: Training Loss:0.001205 + +2023-06-01 00:50:26,671 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 00:51:10,159 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 00:51:35,327 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 00:52:19,160 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 00:52:44,114 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.43656, Head : 0.2418, Avg : 0.33918 + +2023-06-01 00:52:45,315 - testrun_ae6f81ee - [INFO] - [Epoch 31]: Training Loss: 0.0012051, Valid MRR: 0.33918, + + + +2023-06-01 00:52:46,578 - testrun_ae6f81ee - [INFO] - [E:32| 0]: Train Loss:0.0012138, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 00:54:49,268 - testrun_ae6f81ee - [INFO] - [E:32| 100]: Train Loss:0.0011974, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 00:56:51,959 - testrun_ae6f81ee - [INFO] - [E:32| 200]: Train Loss:0.0012, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 00:58:54,741 - testrun_ae6f81ee - [INFO] - [E:32| 300]: Train Loss:0.0012026, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:00:36,184 - testrun_ae6f81ee - [INFO] - [E:32| 400]: Train Loss:0.0012001, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:02:16,608 - testrun_ae6f81ee - [INFO] - [E:32| 500]: Train Loss:0.0011991, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:04:13,043 - testrun_ae6f81ee - [INFO] - [E:32| 600]: Train Loss:0.0011987, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:06:15,767 - testrun_ae6f81ee - [INFO] - [E:32| 700]: Train Loss:0.0011978, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:08:18,509 - testrun_ae6f81ee - [INFO] - [E:32| 800]: Train Loss:0.0011975, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:10:20,804 - testrun_ae6f81ee - [INFO] - [E:32| 900]: Train Loss:0.0011977, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:12:23,459 - testrun_ae6f81ee - [INFO] - [E:32| 1000]: Train Loss:0.0011978, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:14:26,229 - testrun_ae6f81ee - [INFO] - [E:32| 1100]: Train Loss:0.0011983, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:16:28,720 - testrun_ae6f81ee - [INFO] - [E:32| 1200]: Train Loss:0.0011978, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:18:31,319 - testrun_ae6f81ee - [INFO] - [E:32| 1300]: Train Loss:0.0011973, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:20:34,098 - testrun_ae6f81ee - [INFO] - [E:32| 1400]: Train Loss:0.0011967, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:22:36,688 - testrun_ae6f81ee - [INFO] - [E:32| 1500]: Train Loss:0.0011971, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:24:39,328 - testrun_ae6f81ee - [INFO] - [E:32| 1600]: Train Loss:0.0011969, Val MRR:0.33918, testrun_ae6f81ee +2023-06-01 01:25:59,502 - testrun_ae6f81ee - [INFO] - [Epoch:32]: Training Loss:0.001197 + +2023-06-01 01:26:00,039 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 01:26:43,533 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 01:27:08,655 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 01:27:52,522 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 01:28:17,436 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.447, Head : 0.24944, Avg : 0.34822 + +2023-06-01 01:28:18,671 - testrun_ae6f81ee - [INFO] - [Epoch 32]: Training Loss: 0.0011967, Valid MRR: 0.34822, + + + +2023-06-01 01:28:19,968 - testrun_ae6f81ee - [INFO] - [E:33| 0]: Train Loss:0.0011848, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:30:22,685 - testrun_ae6f81ee - [INFO] - [E:33| 100]: Train Loss:0.0011986, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:32:25,088 - testrun_ae6f81ee - [INFO] - [E:33| 200]: Train Loss:0.0011955, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:34:27,581 - testrun_ae6f81ee - [INFO] - [E:33| 300]: Train Loss:0.001193, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:36:30,573 - testrun_ae6f81ee - [INFO] - [E:33| 400]: Train Loss:0.0011907, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:38:33,080 - testrun_ae6f81ee - [INFO] - [E:33| 500]: Train Loss:0.0011903, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:40:29,690 - testrun_ae6f81ee - [INFO] - [E:33| 600]: Train Loss:0.0011888, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:42:10,035 - testrun_ae6f81ee - [INFO] - [E:33| 700]: Train Loss:0.0011887, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:43:52,489 - testrun_ae6f81ee - [INFO] - [E:33| 800]: Train Loss:0.0011886, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:45:55,203 - testrun_ae6f81ee - [INFO] - [E:33| 900]: Train Loss:0.0011882, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:47:58,004 - testrun_ae6f81ee - [INFO] - [E:33| 1000]: Train Loss:0.0011887, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:50:01,199 - testrun_ae6f81ee - [INFO] - [E:33| 1100]: Train Loss:0.0011888, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:52:04,615 - testrun_ae6f81ee - [INFO] - [E:33| 1200]: Train Loss:0.0011885, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:54:07,616 - testrun_ae6f81ee - [INFO] - [E:33| 1300]: Train Loss:0.0011889, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:56:10,859 - testrun_ae6f81ee - [INFO] - [E:33| 1400]: Train Loss:0.0011891, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 01:58:13,987 - testrun_ae6f81ee - [INFO] - [E:33| 1500]: Train Loss:0.0011888, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 02:00:17,126 - testrun_ae6f81ee - [INFO] - [E:33| 1600]: Train Loss:0.001189, Val MRR:0.34822, testrun_ae6f81ee +2023-06-01 02:01:37,675 - testrun_ae6f81ee - [INFO] - [Epoch:33]: Training Loss:0.001189 + +2023-06-01 02:01:38,221 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 02:02:21,755 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 02:02:47,011 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 02:03:30,993 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 02:03:55,956 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.4498, Head : 0.27995, Avg : 0.36487 + +2023-06-01 02:03:57,078 - testrun_ae6f81ee - [INFO] - [Epoch 33]: Training Loss: 0.001189, Valid MRR: 0.36487, + + + +2023-06-01 02:03:58,383 - testrun_ae6f81ee - [INFO] - [E:34| 0]: Train Loss:0.0011802, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:06:01,413 - testrun_ae6f81ee - [INFO] - [E:34| 100]: Train Loss:0.0011868, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:08:04,571 - testrun_ae6f81ee - [INFO] - [E:34| 200]: Train Loss:0.0011837, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:10:07,839 - testrun_ae6f81ee - [INFO] - [E:34| 300]: Train Loss:0.0011833, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:12:11,124 - testrun_ae6f81ee - [INFO] - [E:34| 400]: Train Loss:0.0011826, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:14:14,263 - testrun_ae6f81ee - [INFO] - [E:34| 500]: Train Loss:0.0011825, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:16:17,326 - testrun_ae6f81ee - [INFO] - [E:34| 600]: Train Loss:0.0011816, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:18:20,438 - testrun_ae6f81ee - [INFO] - [E:34| 700]: Train Loss:0.0011814, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:20:23,421 - testrun_ae6f81ee - [INFO] - [E:34| 800]: Train Loss:0.0011817, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:22:10,547 - testrun_ae6f81ee - [INFO] - [E:34| 900]: Train Loss:0.0011812, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:23:51,120 - testrun_ae6f81ee - [INFO] - [E:34| 1000]: Train Loss:0.0011815, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:25:46,177 - testrun_ae6f81ee - [INFO] - [E:34| 1100]: Train Loss:0.001182, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:27:50,559 - testrun_ae6f81ee - [INFO] - [E:34| 1200]: Train Loss:0.0011822, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:29:54,884 - testrun_ae6f81ee - [INFO] - [E:34| 1300]: Train Loss:0.0011817, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:31:58,962 - testrun_ae6f81ee - [INFO] - [E:34| 1400]: Train Loss:0.0011821, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:34:03,319 - testrun_ae6f81ee - [INFO] - [E:34| 1500]: Train Loss:0.0011815, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:36:07,616 - testrun_ae6f81ee - [INFO] - [E:34| 1600]: Train Loss:0.0011811, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:37:28,748 - testrun_ae6f81ee - [INFO] - [Epoch:34]: Training Loss:0.001181 + +2023-06-01 02:37:29,273 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 02:38:13,373 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 02:38:39,040 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 02:39:23,607 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 02:39:48,922 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.45171, Head : 0.26916, Avg : 0.36043 + +2023-06-01 02:39:48,960 - testrun_ae6f81ee - [INFO] - [Epoch 34]: Training Loss: 0.0011815, Valid MRR: 0.36487, + + + +2023-06-01 02:39:50,278 - testrun_ae6f81ee - [INFO] - [E:35| 0]: Train Loss:0.0011998, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:41:54,609 - testrun_ae6f81ee - [INFO] - [E:35| 100]: Train Loss:0.0011856, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:43:59,000 - testrun_ae6f81ee - [INFO] - [E:35| 200]: Train Loss:0.0011858, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:46:03,167 - testrun_ae6f81ee - [INFO] - [E:35| 300]: Train Loss:0.0011817, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:48:07,518 - testrun_ae6f81ee - [INFO] - [E:35| 400]: Train Loss:0.0011801, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:50:11,647 - testrun_ae6f81ee - [INFO] - [E:35| 500]: Train Loss:0.0011792, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:52:16,001 - testrun_ae6f81ee - [INFO] - [E:35| 600]: Train Loss:0.001178, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:54:20,131 - testrun_ae6f81ee - [INFO] - [E:35| 700]: Train Loss:0.0011783, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:56:24,296 - testrun_ae6f81ee - [INFO] - [E:35| 800]: Train Loss:0.0011769, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 02:58:28,235 - testrun_ae6f81ee - [INFO] - [E:35| 900]: Train Loss:0.0011771, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:00:32,395 - testrun_ae6f81ee - [INFO] - [E:35| 1000]: Train Loss:0.0011771, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:02:23,397 - testrun_ae6f81ee - [INFO] - [E:35| 1100]: Train Loss:0.0011772, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:04:05,410 - testrun_ae6f81ee - [INFO] - [E:35| 1200]: Train Loss:0.001176, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:05:59,241 - testrun_ae6f81ee - [INFO] - [E:35| 1300]: Train Loss:0.0011757, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:08:03,354 - testrun_ae6f81ee - [INFO] - [E:35| 1400]: Train Loss:0.0011752, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:10:07,558 - testrun_ae6f81ee - [INFO] - [E:35| 1500]: Train Loss:0.0011747, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:12:11,818 - testrun_ae6f81ee - [INFO] - [E:35| 1600]: Train Loss:0.0011742, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:13:33,123 - testrun_ae6f81ee - [INFO] - [Epoch:35]: Training Loss:0.001174 + +2023-06-01 03:13:33,685 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 03:14:17,747 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 03:14:43,387 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 03:15:27,821 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 03:15:53,122 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.45441, Head : 0.26988, Avg : 0.36215 + +2023-06-01 03:15:53,148 - testrun_ae6f81ee - [INFO] - [Epoch 35]: Training Loss: 0.0011745, Valid MRR: 0.36487, + + + +2023-06-01 03:15:54,434 - testrun_ae6f81ee - [INFO] - [E:36| 0]: Train Loss:0.0011428, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:17:58,694 - testrun_ae6f81ee - [INFO] - [E:36| 100]: Train Loss:0.0011695, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:20:02,911 - testrun_ae6f81ee - [INFO] - [E:36| 200]: Train Loss:0.0011707, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:22:07,348 - testrun_ae6f81ee - [INFO] - [E:36| 300]: Train Loss:0.0011685, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:24:11,465 - testrun_ae6f81ee - [INFO] - [E:36| 400]: Train Loss:0.001169, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:26:15,798 - testrun_ae6f81ee - [INFO] - [E:36| 500]: Train Loss:0.0011696, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:28:20,318 - testrun_ae6f81ee - [INFO] - [E:36| 600]: Train Loss:0.00117, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:30:24,618 - testrun_ae6f81ee - [INFO] - [E:36| 700]: Train Loss:0.0011707, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:32:28,943 - testrun_ae6f81ee - [INFO] - [E:36| 800]: Train Loss:0.0011715, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:34:33,074 - testrun_ae6f81ee - [INFO] - [E:36| 900]: Train Loss:0.0011703, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:36:37,212 - testrun_ae6f81ee - [INFO] - [E:36| 1000]: Train Loss:0.0011706, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:38:41,442 - testrun_ae6f81ee - [INFO] - [E:36| 1100]: Train Loss:0.0011704, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:40:45,717 - testrun_ae6f81ee - [INFO] - [E:36| 1200]: Train Loss:0.0011695, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:42:39,530 - testrun_ae6f81ee - [INFO] - [E:36| 1300]: Train Loss:0.0011692, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:44:21,855 - testrun_ae6f81ee - [INFO] - [E:36| 1400]: Train Loss:0.0011685, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:46:11,928 - testrun_ae6f81ee - [INFO] - [E:36| 1500]: Train Loss:0.0011682, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:48:14,764 - testrun_ae6f81ee - [INFO] - [E:36| 1600]: Train Loss:0.0011681, Val MRR:0.36487, testrun_ae6f81ee +2023-06-01 03:49:34,819 - testrun_ae6f81ee - [INFO] - [Epoch:36]: Training Loss:0.001168 + +2023-06-01 03:49:35,332 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 03:50:18,767 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 03:50:43,957 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 03:51:27,799 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 03:51:52,719 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.45546, Head : 0.2778, Avg : 0.36663 + +2023-06-01 03:51:53,986 - testrun_ae6f81ee - [INFO] - [Epoch 36]: Training Loss: 0.0011676, Valid MRR: 0.36663, + + + +2023-06-01 03:51:55,263 - testrun_ae6f81ee - [INFO] - [E:37| 0]: Train Loss:0.0011366, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 03:53:57,942 - testrun_ae6f81ee - [INFO] - [E:37| 100]: Train Loss:0.0011582, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 03:56:00,362 - testrun_ae6f81ee - [INFO] - [E:37| 200]: Train Loss:0.00116, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 03:58:03,136 - testrun_ae6f81ee - [INFO] - [E:37| 300]: Train Loss:0.0011625, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:00:05,796 - testrun_ae6f81ee - [INFO] - [E:37| 400]: Train Loss:0.0011636, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:02:08,724 - testrun_ae6f81ee - [INFO] - [E:37| 500]: Train Loss:0.0011633, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:04:11,730 - testrun_ae6f81ee - [INFO] - [E:37| 600]: Train Loss:0.0011639, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:06:14,342 - testrun_ae6f81ee - [INFO] - [E:37| 700]: Train Loss:0.0011627, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:08:17,097 - testrun_ae6f81ee - [INFO] - [E:37| 800]: Train Loss:0.0011636, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:10:19,715 - testrun_ae6f81ee - [INFO] - [E:37| 900]: Train Loss:0.0011636, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:12:22,471 - testrun_ae6f81ee - [INFO] - [E:37| 1000]: Train Loss:0.0011635, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:14:25,048 - testrun_ae6f81ee - [INFO] - [E:37| 1100]: Train Loss:0.0011623, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:16:27,865 - testrun_ae6f81ee - [INFO] - [E:37| 1200]: Train Loss:0.0011622, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:18:30,700 - testrun_ae6f81ee - [INFO] - [E:37| 1300]: Train Loss:0.0011622, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:20:33,510 - testrun_ae6f81ee - [INFO] - [E:37| 1400]: Train Loss:0.0011626, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:22:36,271 - testrun_ae6f81ee - [INFO] - [E:37| 1500]: Train Loss:0.0011619, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:24:17,747 - testrun_ae6f81ee - [INFO] - [E:37| 1600]: Train Loss:0.0011619, Val MRR:0.36663, testrun_ae6f81ee +2023-06-01 04:25:23,037 - testrun_ae6f81ee - [INFO] - [Epoch:37]: Training Loss:0.001162 + +2023-06-01 04:25:23,424 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 04:25:57,936 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 04:26:17,868 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 04:26:59,269 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 04:27:24,207 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.45975, Head : 0.2775, Avg : 0.36862 + +2023-06-01 04:27:25,353 - testrun_ae6f81ee - [INFO] - [Epoch 37]: Training Loss: 0.001162, Valid MRR: 0.36862, + + + +2023-06-01 04:27:26,624 - testrun_ae6f81ee - [INFO] - [E:38| 0]: Train Loss:0.0011545, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:29:29,242 - testrun_ae6f81ee - [INFO] - [E:38| 100]: Train Loss:0.0011573, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:31:31,975 - testrun_ae6f81ee - [INFO] - [E:38| 200]: Train Loss:0.0011572, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:33:34,834 - testrun_ae6f81ee - [INFO] - [E:38| 300]: Train Loss:0.0011562, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:35:37,753 - testrun_ae6f81ee - [INFO] - [E:38| 400]: Train Loss:0.001156, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:37:40,438 - testrun_ae6f81ee - [INFO] - [E:38| 500]: Train Loss:0.0011564, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:39:43,419 - testrun_ae6f81ee - [INFO] - [E:38| 600]: Train Loss:0.0011567, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:41:46,192 - testrun_ae6f81ee - [INFO] - [E:38| 700]: Train Loss:0.001158, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:43:49,146 - testrun_ae6f81ee - [INFO] - [E:38| 800]: Train Loss:0.0011571, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:45:52,168 - testrun_ae6f81ee - [INFO] - [E:38| 900]: Train Loss:0.0011566, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:47:54,705 - testrun_ae6f81ee - [INFO] - [E:38| 1000]: Train Loss:0.0011563, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:49:57,307 - testrun_ae6f81ee - [INFO] - [E:38| 1100]: Train Loss:0.001157, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:52:00,251 - testrun_ae6f81ee - [INFO] - [E:38| 1200]: Train Loss:0.0011571, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:54:03,148 - testrun_ae6f81ee - [INFO] - [E:38| 1300]: Train Loss:0.0011566, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:56:06,022 - testrun_ae6f81ee - [INFO] - [E:38| 1400]: Train Loss:0.0011563, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 04:58:08,660 - testrun_ae6f81ee - [INFO] - [E:38| 1500]: Train Loss:0.0011562, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 05:00:11,432 - testrun_ae6f81ee - [INFO] - [E:38| 1600]: Train Loss:0.0011558, Val MRR:0.36862, testrun_ae6f81ee +2023-06-01 05:01:31,742 - testrun_ae6f81ee - [INFO] - [Epoch:38]: Training Loss:0.001156 + +2023-06-01 05:01:32,287 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 05:02:15,775 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 05:02:41,029 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 05:03:24,672 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 05:03:48,864 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.46261, Head : 0.29421, Avg : 0.37841 + +2023-06-01 05:03:50,371 - testrun_ae6f81ee - [INFO] - [Epoch 38]: Training Loss: 0.0011558, Valid MRR: 0.37841, + + + +2023-06-01 05:03:51,484 - testrun_ae6f81ee - [INFO] - [E:39| 0]: Train Loss:0.0011386, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:05:31,575 - testrun_ae6f81ee - [INFO] - [E:39| 100]: Train Loss:0.0011637, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:07:11,729 - testrun_ae6f81ee - [INFO] - [E:39| 200]: Train Loss:0.0011559, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:09:12,607 - testrun_ae6f81ee - [INFO] - [E:39| 300]: Train Loss:0.0011528, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:11:15,406 - testrun_ae6f81ee - [INFO] - [E:39| 400]: Train Loss:0.0011538, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:13:18,314 - testrun_ae6f81ee - [INFO] - [E:39| 500]: Train Loss:0.0011534, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:15:21,118 - testrun_ae6f81ee - [INFO] - [E:39| 600]: Train Loss:0.0011526, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:17:23,856 - testrun_ae6f81ee - [INFO] - [E:39| 700]: Train Loss:0.0011527, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:19:26,651 - testrun_ae6f81ee - [INFO] - [E:39| 800]: Train Loss:0.0011531, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:21:29,309 - testrun_ae6f81ee - [INFO] - [E:39| 900]: Train Loss:0.0011532, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:23:31,897 - testrun_ae6f81ee - [INFO] - [E:39| 1000]: Train Loss:0.0011531, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:25:34,545 - testrun_ae6f81ee - [INFO] - [E:39| 1100]: Train Loss:0.0011526, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:27:37,310 - testrun_ae6f81ee - [INFO] - [E:39| 1200]: Train Loss:0.0011522, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:29:40,095 - testrun_ae6f81ee - [INFO] - [E:39| 1300]: Train Loss:0.0011521, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:31:42,893 - testrun_ae6f81ee - [INFO] - [E:39| 1400]: Train Loss:0.0011516, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:33:45,980 - testrun_ae6f81ee - [INFO] - [E:39| 1500]: Train Loss:0.001151, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:35:48,770 - testrun_ae6f81ee - [INFO] - [E:39| 1600]: Train Loss:0.0011506, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:37:08,933 - testrun_ae6f81ee - [INFO] - [Epoch:39]: Training Loss:0.001151 + +2023-06-01 05:37:09,476 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 05:37:53,628 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 05:38:19,203 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 05:39:03,805 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 05:39:29,170 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.46415, Head : 0.27649, Avg : 0.37032 + MR: Tail : 340.93, Head : 522.53, Avg : 431.73 + Hit-1: Tail : 0.37931, Head : 0.20715, Avg : 0.29323 + Hit-3: Tail : 0.51584, Head : 0.30349, Avg : 0.40966 + Hit-10: Tail : 0.60412, Head : 0.4084, Avg : 0.50626 +2023-06-01 05:39:29,207 - testrun_ae6f81ee - [INFO] - [Epoch 39]: Training Loss: 0.0011506, Valid MRR: 0.37841, + + + +2023-06-01 05:39:30,530 - testrun_ae6f81ee - [INFO] - [E:40| 0]: Train Loss:0.0011128, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:41:34,988 - testrun_ae6f81ee - [INFO] - [E:40| 100]: Train Loss:0.0011526, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:43:39,565 - testrun_ae6f81ee - [INFO] - [E:40| 200]: Train Loss:0.0011495, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:45:32,817 - testrun_ae6f81ee - [INFO] - [E:40| 300]: Train Loss:0.0011472, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:47:15,036 - testrun_ae6f81ee - [INFO] - [E:40| 400]: Train Loss:0.0011465, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:49:06,957 - testrun_ae6f81ee - [INFO] - [E:40| 500]: Train Loss:0.0011484, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:51:11,351 - testrun_ae6f81ee - [INFO] - [E:40| 600]: Train Loss:0.0011471, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:53:15,838 - testrun_ae6f81ee - [INFO] - [E:40| 700]: Train Loss:0.0011472, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:55:20,393 - testrun_ae6f81ee - [INFO] - [E:40| 800]: Train Loss:0.0011471, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:57:24,929 - testrun_ae6f81ee - [INFO] - [E:40| 900]: Train Loss:0.0011472, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 05:59:29,533 - testrun_ae6f81ee - [INFO] - [E:40| 1000]: Train Loss:0.0011473, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 06:01:33,835 - testrun_ae6f81ee - [INFO] - [E:40| 1100]: Train Loss:0.0011473, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 06:03:38,369 - testrun_ae6f81ee - [INFO] - [E:40| 1200]: Train Loss:0.0011467, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 06:05:42,926 - testrun_ae6f81ee - [INFO] - [E:40| 1300]: Train Loss:0.0011458, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 06:07:47,461 - testrun_ae6f81ee - [INFO] - [E:40| 1400]: Train Loss:0.0011453, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 06:09:51,897 - testrun_ae6f81ee - [INFO] - [E:40| 1500]: Train Loss:0.0011452, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 06:11:56,562 - testrun_ae6f81ee - [INFO] - [E:40| 1600]: Train Loss:0.0011454, Val MRR:0.37841, testrun_ae6f81ee +2023-06-01 06:13:18,001 - testrun_ae6f81ee - [INFO] - [Epoch:40]: Training Loss:0.001146 + +2023-06-01 06:13:18,560 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 06:14:02,784 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 06:14:28,553 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 06:15:13,223 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 06:15:38,719 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.46862, Head : 0.2904, Avg : 0.37951 + +2023-06-01 06:15:40,175 - testrun_ae6f81ee - [INFO] - [Epoch 40]: Training Loss: 0.0011456, Valid MRR: 0.37951, + + + +2023-06-01 06:15:41,454 - testrun_ae6f81ee - [INFO] - [E:41| 0]: Train Loss:0.0010936, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:17:45,945 - testrun_ae6f81ee - [INFO] - [E:41| 100]: Train Loss:0.001146, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:19:50,656 - testrun_ae6f81ee - [INFO] - [E:41| 200]: Train Loss:0.0011484, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:21:55,211 - testrun_ae6f81ee - [INFO] - [E:41| 300]: Train Loss:0.0011445, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:23:59,823 - testrun_ae6f81ee - [INFO] - [E:41| 400]: Train Loss:0.0011437, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:25:53,954 - testrun_ae6f81ee - [INFO] - [E:41| 500]: Train Loss:0.001143, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:27:35,626 - testrun_ae6f81ee - [INFO] - [E:41| 600]: Train Loss:0.0011415, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:29:24,688 - testrun_ae6f81ee - [INFO] - [E:41| 700]: Train Loss:0.0011413, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:31:27,714 - testrun_ae6f81ee - [INFO] - [E:41| 800]: Train Loss:0.0011407, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:33:30,583 - testrun_ae6f81ee - [INFO] - [E:41| 900]: Train Loss:0.0011413, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:35:33,768 - testrun_ae6f81ee - [INFO] - [E:41| 1000]: Train Loss:0.0011403, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:37:36,667 - testrun_ae6f81ee - [INFO] - [E:41| 1100]: Train Loss:0.0011404, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:39:39,362 - testrun_ae6f81ee - [INFO] - [E:41| 1200]: Train Loss:0.0011402, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:41:42,414 - testrun_ae6f81ee - [INFO] - [E:41| 1300]: Train Loss:0.0011404, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:43:45,451 - testrun_ae6f81ee - [INFO] - [E:41| 1400]: Train Loss:0.00114, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:45:48,642 - testrun_ae6f81ee - [INFO] - [E:41| 1500]: Train Loss:0.0011402, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:47:51,701 - testrun_ae6f81ee - [INFO] - [E:41| 1600]: Train Loss:0.0011397, Val MRR:0.37951, testrun_ae6f81ee +2023-06-01 06:49:12,045 - testrun_ae6f81ee - [INFO] - [Epoch:41]: Training Loss:0.00114 + +2023-06-01 06:49:12,577 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 06:49:56,278 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 06:50:21,694 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 06:51:05,653 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 06:51:30,740 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.47165, Head : 0.28832, Avg : 0.37998 + +2023-06-01 06:51:31,793 - testrun_ae6f81ee - [INFO] - [Epoch 41]: Training Loss: 0.0011396, Valid MRR: 0.37998, + + + +2023-06-01 06:51:33,046 - testrun_ae6f81ee - [INFO] - [E:42| 0]: Train Loss:0.0011031, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 06:53:36,178 - testrun_ae6f81ee - [INFO] - [E:42| 100]: Train Loss:0.0011402, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 06:55:39,250 - testrun_ae6f81ee - [INFO] - [E:42| 200]: Train Loss:0.0011397, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 06:57:42,199 - testrun_ae6f81ee - [INFO] - [E:42| 300]: Train Loss:0.0011369, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 06:59:45,220 - testrun_ae6f81ee - [INFO] - [E:42| 400]: Train Loss:0.0011357, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:01:48,127 - testrun_ae6f81ee - [INFO] - [E:42| 500]: Train Loss:0.0011355, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:03:51,375 - testrun_ae6f81ee - [INFO] - [E:42| 600]: Train Loss:0.0011363, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:05:54,448 - testrun_ae6f81ee - [INFO] - [E:42| 700]: Train Loss:0.0011362, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:07:35,431 - testrun_ae6f81ee - [INFO] - [E:42| 800]: Train Loss:0.0011371, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:09:15,335 - testrun_ae6f81ee - [INFO] - [E:42| 900]: Train Loss:0.0011367, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:11:12,555 - testrun_ae6f81ee - [INFO] - [E:42| 1000]: Train Loss:0.0011368, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:13:15,558 - testrun_ae6f81ee - [INFO] - [E:42| 1100]: Train Loss:0.0011361, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:15:19,574 - testrun_ae6f81ee - [INFO] - [E:42| 1200]: Train Loss:0.0011357, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:17:24,089 - testrun_ae6f81ee - [INFO] - [E:42| 1300]: Train Loss:0.0011355, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:19:28,832 - testrun_ae6f81ee - [INFO] - [E:42| 1400]: Train Loss:0.0011353, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:21:33,633 - testrun_ae6f81ee - [INFO] - [E:42| 1500]: Train Loss:0.0011354, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:23:38,382 - testrun_ae6f81ee - [INFO] - [E:42| 1600]: Train Loss:0.0011352, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:24:59,715 - testrun_ae6f81ee - [INFO] - [Epoch:42]: Training Loss:0.001135 + +2023-06-01 07:25:00,160 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 07:25:44,571 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 07:26:10,350 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 07:26:54,990 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 07:27:20,338 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.47103, Head : 0.28828, Avg : 0.37966 + +2023-06-01 07:27:20,364 - testrun_ae6f81ee - [INFO] - [Epoch 42]: Training Loss: 0.0011353, Valid MRR: 0.37998, + + + +2023-06-01 07:27:21,669 - testrun_ae6f81ee - [INFO] - [E:43| 0]: Train Loss:0.0011487, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:29:26,272 - testrun_ae6f81ee - [INFO] - [E:43| 100]: Train Loss:0.0011221, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:31:30,864 - testrun_ae6f81ee - [INFO] - [E:43| 200]: Train Loss:0.0011245, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:33:35,476 - testrun_ae6f81ee - [INFO] - [E:43| 300]: Train Loss:0.0011277, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:35:40,190 - testrun_ae6f81ee - [INFO] - [E:43| 400]: Train Loss:0.0011297, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:37:44,826 - testrun_ae6f81ee - [INFO] - [E:43| 500]: Train Loss:0.0011322, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:39:49,518 - testrun_ae6f81ee - [INFO] - [E:43| 600]: Train Loss:0.0011313, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:41:54,241 - testrun_ae6f81ee - [INFO] - [E:43| 700]: Train Loss:0.0011313, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:43:58,949 - testrun_ae6f81ee - [INFO] - [E:43| 800]: Train Loss:0.0011306, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:46:03,728 - testrun_ae6f81ee - [INFO] - [E:43| 900]: Train Loss:0.0011304, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:47:50,440 - testrun_ae6f81ee - [INFO] - [E:43| 1000]: Train Loss:0.0011308, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:49:30,932 - testrun_ae6f81ee - [INFO] - [E:43| 1100]: Train Loss:0.0011303, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:51:24,698 - testrun_ae6f81ee - [INFO] - [E:43| 1200]: Train Loss:0.0011306, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:53:28,076 - testrun_ae6f81ee - [INFO] - [E:43| 1300]: Train Loss:0.0011309, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:55:31,370 - testrun_ae6f81ee - [INFO] - [E:43| 1400]: Train Loss:0.0011309, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:57:34,558 - testrun_ae6f81ee - [INFO] - [E:43| 1500]: Train Loss:0.0011307, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 07:59:37,921 - testrun_ae6f81ee - [INFO] - [E:43| 1600]: Train Loss:0.0011306, Val MRR:0.37998, testrun_ae6f81ee +2023-06-01 08:00:58,452 - testrun_ae6f81ee - [INFO] - [Epoch:43]: Training Loss:0.001131 + +2023-06-01 08:00:58,881 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 08:01:44,188 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 08:02:09,554 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 08:02:53,594 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 08:03:18,633 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.47515, Head : 0.30516, Avg : 0.39016 + +2023-06-01 08:03:21,245 - testrun_ae6f81ee - [INFO] - [Epoch 43]: Training Loss: 0.0011309, Valid MRR: 0.39016, + + + +2023-06-01 08:03:22,543 - testrun_ae6f81ee - [INFO] - [E:44| 0]: Train Loss:0.0011521, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:05:25,567 - testrun_ae6f81ee - [INFO] - [E:44| 100]: Train Loss:0.0011281, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:07:28,370 - testrun_ae6f81ee - [INFO] - [E:44| 200]: Train Loss:0.0011263, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:09:31,415 - testrun_ae6f81ee - [INFO] - [E:44| 300]: Train Loss:0.0011263, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:11:34,844 - testrun_ae6f81ee - [INFO] - [E:44| 400]: Train Loss:0.001126, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:13:38,678 - testrun_ae6f81ee - [INFO] - [E:44| 500]: Train Loss:0.0011269, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:15:42,805 - testrun_ae6f81ee - [INFO] - [E:44| 600]: Train Loss:0.0011266, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:17:46,803 - testrun_ae6f81ee - [INFO] - [E:44| 700]: Train Loss:0.0011255, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:19:50,726 - testrun_ae6f81ee - [INFO] - [E:44| 800]: Train Loss:0.0011257, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:21:54,609 - testrun_ae6f81ee - [INFO] - [E:44| 900]: Train Loss:0.0011254, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:23:58,410 - testrun_ae6f81ee - [INFO] - [E:44| 1000]: Train Loss:0.0011259, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:26:02,196 - testrun_ae6f81ee - [INFO] - [E:44| 1100]: Train Loss:0.0011259, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:27:59,072 - testrun_ae6f81ee - [INFO] - [E:44| 1200]: Train Loss:0.001126, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:29:39,517 - testrun_ae6f81ee - [INFO] - [E:44| 1300]: Train Loss:0.0011261, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:31:23,348 - testrun_ae6f81ee - [INFO] - [E:44| 1400]: Train Loss:0.0011263, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:33:26,657 - testrun_ae6f81ee - [INFO] - [E:44| 1500]: Train Loss:0.0011262, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:35:29,752 - testrun_ae6f81ee - [INFO] - [E:44| 1600]: Train Loss:0.0011261, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:36:50,472 - testrun_ae6f81ee - [INFO] - [Epoch:44]: Training Loss:0.001126 + +2023-06-01 08:36:50,940 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 08:37:35,270 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 08:38:00,945 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 08:38:45,504 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 08:39:10,817 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.47667, Head : 0.29723, Avg : 0.38695 + +2023-06-01 08:39:10,845 - testrun_ae6f81ee - [INFO] - [Epoch 44]: Training Loss: 0.0011262, Valid MRR: 0.39016, + + + +2023-06-01 08:39:12,157 - testrun_ae6f81ee - [INFO] - [E:45| 0]: Train Loss:0.0011489, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:41:16,375 - testrun_ae6f81ee - [INFO] - [E:45| 100]: Train Loss:0.0011219, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:43:19,201 - testrun_ae6f81ee - [INFO] - [E:45| 200]: Train Loss:0.0011241, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:45:22,050 - testrun_ae6f81ee - [INFO] - [E:45| 300]: Train Loss:0.0011241, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:47:24,783 - testrun_ae6f81ee - [INFO] - [E:45| 400]: Train Loss:0.0011231, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:49:27,543 - testrun_ae6f81ee - [INFO] - [E:45| 500]: Train Loss:0.0011229, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:51:30,490 - testrun_ae6f81ee - [INFO] - [E:45| 600]: Train Loss:0.0011233, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:53:33,565 - testrun_ae6f81ee - [INFO] - [E:45| 700]: Train Loss:0.0011227, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:55:36,617 - testrun_ae6f81ee - [INFO] - [E:45| 800]: Train Loss:0.001122, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:57:39,720 - testrun_ae6f81ee - [INFO] - [E:45| 900]: Train Loss:0.0011219, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 08:59:42,433 - testrun_ae6f81ee - [INFO] - [E:45| 1000]: Train Loss:0.0011218, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 09:01:45,999 - testrun_ae6f81ee - [INFO] - [E:45| 1100]: Train Loss:0.001122, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 09:03:48,722 - testrun_ae6f81ee - [INFO] - [E:45| 1200]: Train Loss:0.0011222, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 09:05:51,518 - testrun_ae6f81ee - [INFO] - [E:45| 1300]: Train Loss:0.0011225, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 09:07:54,481 - testrun_ae6f81ee - [INFO] - [E:45| 1400]: Train Loss:0.0011226, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 09:09:39,689 - testrun_ae6f81ee - [INFO] - [E:45| 1500]: Train Loss:0.0011224, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 09:11:19,879 - testrun_ae6f81ee - [INFO] - [E:45| 1600]: Train Loss:0.0011221, Val MRR:0.39016, testrun_ae6f81ee +2023-06-01 09:12:31,563 - testrun_ae6f81ee - [INFO] - [Epoch:45]: Training Loss:0.001123 + +2023-06-01 09:12:32,035 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 09:13:15,739 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 09:13:41,028 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 09:14:24,941 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 09:14:49,896 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.47308, Head : 0.31679, Avg : 0.39493 + +2023-06-01 09:14:51,194 - testrun_ae6f81ee - [INFO] - [Epoch 45]: Training Loss: 0.0011227, Valid MRR: 0.39493, + + + +2023-06-01 09:14:52,492 - testrun_ae6f81ee - [INFO] - [E:46| 0]: Train Loss:0.0011243, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:16:55,373 - testrun_ae6f81ee - [INFO] - [E:46| 100]: Train Loss:0.0011296, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:18:58,137 - testrun_ae6f81ee - [INFO] - [E:46| 200]: Train Loss:0.0011264, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:21:01,034 - testrun_ae6f81ee - [INFO] - [E:46| 300]: Train Loss:0.0011262, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:23:03,955 - testrun_ae6f81ee - [INFO] - [E:46| 400]: Train Loss:0.0011241, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:25:07,247 - testrun_ae6f81ee - [INFO] - [E:46| 500]: Train Loss:0.0011226, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:27:10,698 - testrun_ae6f81ee - [INFO] - [E:46| 600]: Train Loss:0.0011214, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:29:15,169 - testrun_ae6f81ee - [INFO] - [E:46| 700]: Train Loss:0.001121, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:31:18,894 - testrun_ae6f81ee - [INFO] - [E:46| 800]: Train Loss:0.0011198, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:33:21,632 - testrun_ae6f81ee - [INFO] - [E:46| 900]: Train Loss:0.0011205, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:35:24,559 - testrun_ae6f81ee - [INFO] - [E:46| 1000]: Train Loss:0.0011206, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:37:27,645 - testrun_ae6f81ee - [INFO] - [E:46| 1100]: Train Loss:0.0011196, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:39:30,181 - testrun_ae6f81ee - [INFO] - [E:46| 1200]: Train Loss:0.0011194, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:41:33,006 - testrun_ae6f81ee - [INFO] - [E:46| 1300]: Train Loss:0.0011196, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:43:35,866 - testrun_ae6f81ee - [INFO] - [E:46| 1400]: Train Loss:0.0011199, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:45:38,986 - testrun_ae6f81ee - [INFO] - [E:46| 1500]: Train Loss:0.0011198, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:47:42,216 - testrun_ae6f81ee - [INFO] - [E:46| 1600]: Train Loss:0.0011197, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:49:02,559 - testrun_ae6f81ee - [INFO] - [Epoch:46]: Training Loss:0.00112 + +2023-06-01 09:49:02,978 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 09:49:40,710 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 09:50:00,630 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 09:50:35,165 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 09:50:54,731 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.47786, Head : 0.29348, Avg : 0.38567 + +2023-06-01 09:50:54,769 - testrun_ae6f81ee - [INFO] - [Epoch 46]: Training Loss: 0.0011195, Valid MRR: 0.39493, + + + +2023-06-01 09:50:55,833 - testrun_ae6f81ee - [INFO] - [E:47| 0]: Train Loss:0.0010955, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:52:35,667 - testrun_ae6f81ee - [INFO] - [E:47| 100]: Train Loss:0.0011132, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:54:35,438 - testrun_ae6f81ee - [INFO] - [E:47| 200]: Train Loss:0.0011122, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:56:39,796 - testrun_ae6f81ee - [INFO] - [E:47| 300]: Train Loss:0.0011132, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 09:58:44,310 - testrun_ae6f81ee - [INFO] - [E:47| 400]: Train Loss:0.0011152, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:00:48,797 - testrun_ae6f81ee - [INFO] - [E:47| 500]: Train Loss:0.001114, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:02:53,388 - testrun_ae6f81ee - [INFO] - [E:47| 600]: Train Loss:0.0011149, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:04:57,851 - testrun_ae6f81ee - [INFO] - [E:47| 700]: Train Loss:0.0011142, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:07:02,173 - testrun_ae6f81ee - [INFO] - [E:47| 800]: Train Loss:0.0011131, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:09:06,524 - testrun_ae6f81ee - [INFO] - [E:47| 900]: Train Loss:0.0011133, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:11:10,766 - testrun_ae6f81ee - [INFO] - [E:47| 1000]: Train Loss:0.0011134, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:13:15,180 - testrun_ae6f81ee - [INFO] - [E:47| 1100]: Train Loss:0.0011135, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:15:19,462 - testrun_ae6f81ee - [INFO] - [E:47| 1200]: Train Loss:0.0011139, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:17:23,451 - testrun_ae6f81ee - [INFO] - [E:47| 1300]: Train Loss:0.0011138, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:19:27,726 - testrun_ae6f81ee - [INFO] - [E:47| 1400]: Train Loss:0.0011142, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:21:32,273 - testrun_ae6f81ee - [INFO] - [E:47| 1500]: Train Loss:0.0011143, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:23:36,799 - testrun_ae6f81ee - [INFO] - [E:47| 1600]: Train Loss:0.001114, Val MRR:0.39493, testrun_ae6f81ee +2023-06-01 10:24:58,094 - testrun_ae6f81ee - [INFO] - [Epoch:47]: Training Loss:0.001114 + +2023-06-01 10:24:58,588 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 10:25:42,772 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 10:26:08,489 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 10:26:52,963 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 10:27:18,279 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.4847, Head : 0.31054, Avg : 0.39762 + +2023-06-01 10:27:19,731 - testrun_ae6f81ee - [INFO] - [Epoch 47]: Training Loss: 0.0011139, Valid MRR: 0.39762, + + + +2023-06-01 10:27:20,930 - testrun_ae6f81ee - [INFO] - [E:48| 0]: Train Loss:0.0010863, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:29:25,252 - testrun_ae6f81ee - [INFO] - [E:48| 100]: Train Loss:0.0011143, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:31:12,088 - testrun_ae6f81ee - [INFO] - [E:48| 200]: Train Loss:0.001113, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:32:53,656 - testrun_ae6f81ee - [INFO] - [E:48| 300]: Train Loss:0.001114, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:34:51,709 - testrun_ae6f81ee - [INFO] - [E:48| 400]: Train Loss:0.0011134, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:36:56,211 - testrun_ae6f81ee - [INFO] - [E:48| 500]: Train Loss:0.0011125, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:39:00,737 - testrun_ae6f81ee - [INFO] - [E:48| 600]: Train Loss:0.0011129, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:41:05,325 - testrun_ae6f81ee - [INFO] - [E:48| 700]: Train Loss:0.0011129, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:43:09,670 - testrun_ae6f81ee - [INFO] - [E:48| 800]: Train Loss:0.0011124, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:45:14,146 - testrun_ae6f81ee - [INFO] - [E:48| 900]: Train Loss:0.0011123, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:47:18,769 - testrun_ae6f81ee - [INFO] - [E:48| 1000]: Train Loss:0.0011118, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:49:23,318 - testrun_ae6f81ee - [INFO] - [E:48| 1100]: Train Loss:0.0011123, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:51:27,906 - testrun_ae6f81ee - [INFO] - [E:48| 1200]: Train Loss:0.0011117, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:53:32,077 - testrun_ae6f81ee - [INFO] - [E:48| 1300]: Train Loss:0.0011116, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:55:36,541 - testrun_ae6f81ee - [INFO] - [E:48| 1400]: Train Loss:0.0011116, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:57:41,062 - testrun_ae6f81ee - [INFO] - [E:48| 1500]: Train Loss:0.0011118, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 10:59:45,699 - testrun_ae6f81ee - [INFO] - [E:48| 1600]: Train Loss:0.0011112, Val MRR:0.39762, testrun_ae6f81ee +2023-06-01 11:01:07,003 - testrun_ae6f81ee - [INFO] - [Epoch:48]: Training Loss:0.001111 + +2023-06-01 11:01:07,540 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 11:01:51,643 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 11:02:17,352 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 11:03:01,911 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 11:03:27,272 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.48302, Head : 0.32055, Avg : 0.40178 + +2023-06-01 11:03:28,452 - testrun_ae6f81ee - [INFO] - [Epoch 48]: Training Loss: 0.0011114, Valid MRR: 0.40178, + + + +2023-06-01 11:03:29,669 - testrun_ae6f81ee - [INFO] - [E:49| 0]: Train Loss:0.0010726, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:05:33,935 - testrun_ae6f81ee - [INFO] - [E:49| 100]: Train Loss:0.0011058, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:07:38,531 - testrun_ae6f81ee - [INFO] - [E:49| 200]: Train Loss:0.001107, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:09:43,062 - testrun_ae6f81ee - [INFO] - [E:49| 300]: Train Loss:0.0011053, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:11:31,662 - testrun_ae6f81ee - [INFO] - [E:49| 400]: Train Loss:0.0011052, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:13:13,606 - testrun_ae6f81ee - [INFO] - [E:49| 500]: Train Loss:0.0011048, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:15:09,799 - testrun_ae6f81ee - [INFO] - [E:49| 600]: Train Loss:0.0011067, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:17:14,100 - testrun_ae6f81ee - [INFO] - [E:49| 700]: Train Loss:0.0011063, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:19:18,626 - testrun_ae6f81ee - [INFO] - [E:49| 800]: Train Loss:0.001107, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:21:23,067 - testrun_ae6f81ee - [INFO] - [E:49| 900]: Train Loss:0.0011078, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:23:27,446 - testrun_ae6f81ee - [INFO] - [E:49| 1000]: Train Loss:0.0011081, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:25:31,742 - testrun_ae6f81ee - [INFO] - [E:49| 1100]: Train Loss:0.0011077, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:27:36,178 - testrun_ae6f81ee - [INFO] - [E:49| 1200]: Train Loss:0.0011076, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:29:40,361 - testrun_ae6f81ee - [INFO] - [E:49| 1300]: Train Loss:0.0011075, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:31:44,544 - testrun_ae6f81ee - [INFO] - [E:49| 1400]: Train Loss:0.001107, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:33:48,879 - testrun_ae6f81ee - [INFO] - [E:49| 1500]: Train Loss:0.001107, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:35:53,339 - testrun_ae6f81ee - [INFO] - [E:49| 1600]: Train Loss:0.0011071, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:37:14,603 - testrun_ae6f81ee - [INFO] - [Epoch:49]: Training Loss:0.001107 + +2023-06-01 11:37:15,062 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 11:37:59,244 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 11:38:24,790 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 11:39:09,131 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 11:39:34,434 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.48311, Head : 0.31701, Avg : 0.40006 + MR: Tail : 303.47, Head : 466.36, Avg : 384.92 + Hit-1: Tail : 0.3944, Head : 0.23402, Avg : 0.31421 + Hit-3: Tail : 0.53306, Head : 0.35625, Avg : 0.44465 + Hit-10: Tail : 0.63935, Head : 0.48491, Avg : 0.56213 +2023-06-01 11:39:34,461 - testrun_ae6f81ee - [INFO] - [Epoch 49]: Training Loss: 0.0011071, Valid MRR: 0.40178, + + + +2023-06-01 11:39:35,755 - testrun_ae6f81ee - [INFO] - [E:50| 0]: Train Loss:0.00112, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:41:40,055 - testrun_ae6f81ee - [INFO] - [E:50| 100]: Train Loss:0.0011057, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:43:44,714 - testrun_ae6f81ee - [INFO] - [E:50| 200]: Train Loss:0.0011034, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:45:49,117 - testrun_ae6f81ee - [INFO] - [E:50| 300]: Train Loss:0.0011031, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:47:53,423 - testrun_ae6f81ee - [INFO] - [E:50| 400]: Train Loss:0.0011041, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:49:57,727 - testrun_ae6f81ee - [INFO] - [E:50| 500]: Train Loss:0.0011062, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:51:48,896 - testrun_ae6f81ee - [INFO] - [E:50| 600]: Train Loss:0.0011069, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:53:31,099 - testrun_ae6f81ee - [INFO] - [E:50| 700]: Train Loss:0.0011058, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:55:25,505 - testrun_ae6f81ee - [INFO] - [E:50| 800]: Train Loss:0.0011052, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:57:29,790 - testrun_ae6f81ee - [INFO] - [E:50| 900]: Train Loss:0.001106, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 11:59:34,111 - testrun_ae6f81ee - [INFO] - [E:50| 1000]: Train Loss:0.0011054, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 12:01:38,501 - testrun_ae6f81ee - [INFO] - [E:50| 1100]: Train Loss:0.0011054, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 12:03:42,794 - testrun_ae6f81ee - [INFO] - [E:50| 1200]: Train Loss:0.0011051, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 12:05:47,048 - testrun_ae6f81ee - [INFO] - [E:50| 1300]: Train Loss:0.001105, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 12:07:50,954 - testrun_ae6f81ee - [INFO] - [E:50| 1400]: Train Loss:0.0011049, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 12:09:55,210 - testrun_ae6f81ee - [INFO] - [E:50| 1500]: Train Loss:0.0011044, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 12:11:59,431 - testrun_ae6f81ee - [INFO] - [E:50| 1600]: Train Loss:0.0011043, Val MRR:0.40178, testrun_ae6f81ee +2023-06-01 12:13:20,660 - testrun_ae6f81ee - [INFO] - [Epoch:50]: Training Loss:0.001104 + +2023-06-01 12:13:21,062 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 12:14:05,331 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 12:14:30,874 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 12:15:15,337 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 12:15:40,603 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.48709, Head : 0.32441, Avg : 0.40575 + +2023-06-01 12:15:41,650 - testrun_ae6f81ee - [INFO] - [Epoch 50]: Training Loss: 0.0011039, Valid MRR: 0.40575, + + + +2023-06-01 12:15:42,853 - testrun_ae6f81ee - [INFO] - [E:51| 0]: Train Loss:0.0010479, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:17:47,175 - testrun_ae6f81ee - [INFO] - [E:51| 100]: Train Loss:0.0010972, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:19:51,511 - testrun_ae6f81ee - [INFO] - [E:51| 200]: Train Loss:0.0011018, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:21:55,864 - testrun_ae6f81ee - [INFO] - [E:51| 300]: Train Loss:0.0011012, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:24:00,192 - testrun_ae6f81ee - [INFO] - [E:51| 400]: Train Loss:0.0011009, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:26:04,512 - testrun_ae6f81ee - [INFO] - [E:51| 500]: Train Loss:0.0011017, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:28:08,561 - testrun_ae6f81ee - [INFO] - [E:51| 600]: Train Loss:0.0011011, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:30:12,912 - testrun_ae6f81ee - [INFO] - [E:51| 700]: Train Loss:0.0011011, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:32:05,710 - testrun_ae6f81ee - [INFO] - [E:51| 800]: Train Loss:0.0011008, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:33:47,665 - testrun_ae6f81ee - [INFO] - [E:51| 900]: Train Loss:0.0011013, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:35:39,551 - testrun_ae6f81ee - [INFO] - [E:51| 1000]: Train Loss:0.0011011, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:37:43,835 - testrun_ae6f81ee - [INFO] - [E:51| 1100]: Train Loss:0.0011007, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:39:47,973 - testrun_ae6f81ee - [INFO] - [E:51| 1200]: Train Loss:0.0011003, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:41:52,161 - testrun_ae6f81ee - [INFO] - [E:51| 1300]: Train Loss:0.0011006, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:43:56,080 - testrun_ae6f81ee - [INFO] - [E:51| 1400]: Train Loss:0.0011007, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:46:00,422 - testrun_ae6f81ee - [INFO] - [E:51| 1500]: Train Loss:0.0011009, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:48:04,444 - testrun_ae6f81ee - [INFO] - [E:51| 1600]: Train Loss:0.0011008, Val MRR:0.40575, testrun_ae6f81ee +2023-06-01 12:49:25,545 - testrun_ae6f81ee - [INFO] - [Epoch:51]: Training Loss:0.001101 + +2023-06-01 12:49:25,990 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 12:50:10,073 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 12:50:35,603 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 12:51:20,177 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 12:51:45,461 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.48644, Head : 0.33133, Avg : 0.40889 + +2023-06-01 12:51:46,513 - testrun_ae6f81ee - [INFO] - [Epoch 51]: Training Loss: 0.0011009, Valid MRR: 0.40889, + + + +2023-06-01 12:51:47,669 - testrun_ae6f81ee - [INFO] - [E:52| 0]: Train Loss:0.0010216, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 12:53:51,948 - testrun_ae6f81ee - [INFO] - [E:52| 100]: Train Loss:0.0011041, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 12:55:55,991 - testrun_ae6f81ee - [INFO] - [E:52| 200]: Train Loss:0.0011017, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 12:58:00,170 - testrun_ae6f81ee - [INFO] - [E:52| 300]: Train Loss:0.0010989, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:00:04,400 - testrun_ae6f81ee - [INFO] - [E:52| 400]: Train Loss:0.0010972, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:02:08,497 - testrun_ae6f81ee - [INFO] - [E:52| 500]: Train Loss:0.0010989, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:04:12,603 - testrun_ae6f81ee - [INFO] - [E:52| 600]: Train Loss:0.0010987, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:06:16,877 - testrun_ae6f81ee - [INFO] - [E:52| 700]: Train Loss:0.0010984, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:08:21,182 - testrun_ae6f81ee - [INFO] - [E:52| 800]: Train Loss:0.0010988, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:10:25,264 - testrun_ae6f81ee - [INFO] - [E:52| 900]: Train Loss:0.0010983, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:12:20,554 - testrun_ae6f81ee - [INFO] - [E:52| 1000]: Train Loss:0.0010981, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:14:02,857 - testrun_ae6f81ee - [INFO] - [E:52| 1100]: Train Loss:0.0010983, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:15:52,636 - testrun_ae6f81ee - [INFO] - [E:52| 1200]: Train Loss:0.0010979, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:17:56,968 - testrun_ae6f81ee - [INFO] - [E:52| 1300]: Train Loss:0.0010977, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:20:00,783 - testrun_ae6f81ee - [INFO] - [E:52| 1400]: Train Loss:0.0010977, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:22:05,041 - testrun_ae6f81ee - [INFO] - [E:52| 1500]: Train Loss:0.0010977, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:24:09,192 - testrun_ae6f81ee - [INFO] - [E:52| 1600]: Train Loss:0.0010975, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:25:30,409 - testrun_ae6f81ee - [INFO] - [Epoch:52]: Training Loss:0.001097 + +2023-06-01 13:25:30,828 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 13:26:14,995 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 13:26:40,560 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 13:27:25,027 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 13:27:50,275 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.48944, Head : 0.31923, Avg : 0.40434 + +2023-06-01 13:27:50,301 - testrun_ae6f81ee - [INFO] - [Epoch 52]: Training Loss: 0.0010975, Valid MRR: 0.40889, + + + +2023-06-01 13:27:51,590 - testrun_ae6f81ee - [INFO] - [E:53| 0]: Train Loss:0.0010757, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:29:55,914 - testrun_ae6f81ee - [INFO] - [E:53| 100]: Train Loss:0.0010921, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:32:00,266 - testrun_ae6f81ee - [INFO] - [E:53| 200]: Train Loss:0.0010951, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:34:04,684 - testrun_ae6f81ee - [INFO] - [E:53| 300]: Train Loss:0.0010954, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:36:08,953 - testrun_ae6f81ee - [INFO] - [E:53| 400]: Train Loss:0.0010953, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:38:13,230 - testrun_ae6f81ee - [INFO] - [E:53| 500]: Train Loss:0.0010965, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:40:17,495 - testrun_ae6f81ee - [INFO] - [E:53| 600]: Train Loss:0.0010957, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:42:21,832 - testrun_ae6f81ee - [INFO] - [E:53| 700]: Train Loss:0.0010959, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:44:25,917 - testrun_ae6f81ee - [INFO] - [E:53| 800]: Train Loss:0.0010962, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:46:30,101 - testrun_ae6f81ee - [INFO] - [E:53| 900]: Train Loss:0.0010959, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:48:34,236 - testrun_ae6f81ee - [INFO] - [E:53| 1000]: Train Loss:0.0010952, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:50:38,454 - testrun_ae6f81ee - [INFO] - [E:53| 1100]: Train Loss:0.0010947, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:52:36,156 - testrun_ae6f81ee - [INFO] - [E:53| 1200]: Train Loss:0.0010945, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:54:18,465 - testrun_ae6f81ee - [INFO] - [E:53| 1300]: Train Loss:0.0010947, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:56:06,386 - testrun_ae6f81ee - [INFO] - [E:53| 1400]: Train Loss:0.0010944, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 13:58:10,533 - testrun_ae6f81ee - [INFO] - [E:53| 1500]: Train Loss:0.0010943, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:00:14,798 - testrun_ae6f81ee - [INFO] - [E:53| 1600]: Train Loss:0.0010944, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:01:35,862 - testrun_ae6f81ee - [INFO] - [Epoch:53]: Training Loss:0.001095 + +2023-06-01 14:01:36,419 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 14:02:20,651 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 14:02:46,302 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 14:03:30,705 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 14:03:55,881 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.48319, Head : 0.32377, Avg : 0.40348 + +2023-06-01 14:03:55,908 - testrun_ae6f81ee - [INFO] - [Epoch 53]: Training Loss: 0.0010947, Valid MRR: 0.40889, + + + +2023-06-01 14:03:57,155 - testrun_ae6f81ee - [INFO] - [E:54| 0]: Train Loss:0.0010554, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:06:01,478 - testrun_ae6f81ee - [INFO] - [E:54| 100]: Train Loss:0.0010919, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:08:05,631 - testrun_ae6f81ee - [INFO] - [E:54| 200]: Train Loss:0.0010885, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:10:09,838 - testrun_ae6f81ee - [INFO] - [E:54| 300]: Train Loss:0.00109, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:12:14,169 - testrun_ae6f81ee - [INFO] - [E:54| 400]: Train Loss:0.001091, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:14:18,325 - testrun_ae6f81ee - [INFO] - [E:54| 500]: Train Loss:0.0010904, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:16:22,576 - testrun_ae6f81ee - [INFO] - [E:54| 600]: Train Loss:0.0010903, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:18:26,495 - testrun_ae6f81ee - [INFO] - [E:54| 700]: Train Loss:0.0010916, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:20:30,875 - testrun_ae6f81ee - [INFO] - [E:54| 800]: Train Loss:0.0010918, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:22:35,079 - testrun_ae6f81ee - [INFO] - [E:54| 900]: Train Loss:0.0010918, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:24:39,303 - testrun_ae6f81ee - [INFO] - [E:54| 1000]: Train Loss:0.0010912, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:26:43,336 - testrun_ae6f81ee - [INFO] - [E:54| 1100]: Train Loss:0.0010911, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:28:47,516 - testrun_ae6f81ee - [INFO] - [E:54| 1200]: Train Loss:0.0010914, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:30:51,815 - testrun_ae6f81ee - [INFO] - [E:54| 1300]: Train Loss:0.0010917, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:32:51,491 - testrun_ae6f81ee - [INFO] - [E:54| 1400]: Train Loss:0.0010918, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:34:33,941 - testrun_ae6f81ee - [INFO] - [E:54| 1500]: Train Loss:0.0010917, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:36:19,377 - testrun_ae6f81ee - [INFO] - [E:54| 1600]: Train Loss:0.0010917, Val MRR:0.40889, testrun_ae6f81ee +2023-06-01 14:37:40,499 - testrun_ae6f81ee - [INFO] - [Epoch:54]: Training Loss:0.001091 + +2023-06-01 14:37:41,006 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 14:38:25,250 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 14:38:50,886 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 14:39:35,298 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 14:40:00,636 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.49165, Head : 0.33007, Avg : 0.41086 + +2023-06-01 14:40:01,685 - testrun_ae6f81ee - [INFO] - [Epoch 54]: Training Loss: 0.0010915, Valid MRR: 0.41086, + + + +2023-06-01 14:40:03,019 - testrun_ae6f81ee - [INFO] - [E:55| 0]: Train Loss:0.0010941, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 14:42:07,291 - testrun_ae6f81ee - [INFO] - [E:55| 100]: Train Loss:0.0010876, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 14:44:11,588 - testrun_ae6f81ee - [INFO] - [E:55| 200]: Train Loss:0.001086, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 14:46:15,785 - testrun_ae6f81ee - [INFO] - [E:55| 300]: Train Loss:0.0010876, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 14:48:20,021 - testrun_ae6f81ee - [INFO] - [E:55| 400]: Train Loss:0.0010875, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 14:50:24,210 - testrun_ae6f81ee - [INFO] - [E:55| 500]: Train Loss:0.0010872, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 14:52:28,376 - testrun_ae6f81ee - [INFO] - [E:55| 600]: Train Loss:0.0010864, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 14:54:32,669 - testrun_ae6f81ee - [INFO] - [E:55| 700]: Train Loss:0.0010872, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 14:56:36,966 - testrun_ae6f81ee - [INFO] - [E:55| 800]: Train Loss:0.0010883, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 14:58:41,147 - testrun_ae6f81ee - [INFO] - [E:55| 900]: Train Loss:0.001088, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 15:00:45,321 - testrun_ae6f81ee - [INFO] - [E:55| 1000]: Train Loss:0.0010884, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 15:02:49,504 - testrun_ae6f81ee - [INFO] - [E:55| 1100]: Train Loss:0.0010885, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 15:04:53,726 - testrun_ae6f81ee - [INFO] - [E:55| 1200]: Train Loss:0.0010887, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 15:06:57,812 - testrun_ae6f81ee - [INFO] - [E:55| 1300]: Train Loss:0.0010885, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 15:09:01,961 - testrun_ae6f81ee - [INFO] - [E:55| 1400]: Train Loss:0.0010893, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 15:11:05,902 - testrun_ae6f81ee - [INFO] - [E:55| 1500]: Train Loss:0.0010894, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 15:13:07,596 - testrun_ae6f81ee - [INFO] - [E:55| 1600]: Train Loss:0.0010891, Val MRR:0.41086, testrun_ae6f81ee +2023-06-01 15:14:14,189 - testrun_ae6f81ee - [INFO] - [Epoch:55]: Training Loss:0.001089 + +2023-06-01 15:14:14,573 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 15:14:49,625 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 15:15:10,104 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 15:15:45,291 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 15:16:05,263 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.48708, Head : 0.33468, Avg : 0.41088 + +2023-06-01 15:16:06,671 - testrun_ae6f81ee - [INFO] - [Epoch 55]: Training Loss: 0.001089, Valid MRR: 0.41088, + + + +2023-06-01 15:16:07,677 - testrun_ae6f81ee - [INFO] - [E:56| 0]: Train Loss:0.0010862, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:18:08,025 - testrun_ae6f81ee - [INFO] - [E:56| 100]: Train Loss:0.0010799, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:20:12,087 - testrun_ae6f81ee - [INFO] - [E:56| 200]: Train Loss:0.0010821, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:22:16,285 - testrun_ae6f81ee - [INFO] - [E:56| 300]: Train Loss:0.0010832, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:24:20,430 - testrun_ae6f81ee - [INFO] - [E:56| 400]: Train Loss:0.0010853, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:26:24,594 - testrun_ae6f81ee - [INFO] - [E:56| 500]: Train Loss:0.0010843, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:28:28,667 - testrun_ae6f81ee - [INFO] - [E:56| 600]: Train Loss:0.0010855, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:30:32,799 - testrun_ae6f81ee - [INFO] - [E:56| 700]: Train Loss:0.0010856, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:32:36,701 - testrun_ae6f81ee - [INFO] - [E:56| 800]: Train Loss:0.0010853, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:34:40,796 - testrun_ae6f81ee - [INFO] - [E:56| 900]: Train Loss:0.001086, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:36:44,759 - testrun_ae6f81ee - [INFO] - [E:56| 1000]: Train Loss:0.0010859, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:38:48,700 - testrun_ae6f81ee - [INFO] - [E:56| 1100]: Train Loss:0.001086, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:40:52,780 - testrun_ae6f81ee - [INFO] - [E:56| 1200]: Train Loss:0.001086, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:42:56,849 - testrun_ae6f81ee - [INFO] - [E:56| 1300]: Train Loss:0.0010855, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:45:00,900 - testrun_ae6f81ee - [INFO] - [E:56| 1400]: Train Loss:0.0010856, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:47:04,737 - testrun_ae6f81ee - [INFO] - [E:56| 1500]: Train Loss:0.0010855, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:49:08,730 - testrun_ae6f81ee - [INFO] - [E:56| 1600]: Train Loss:0.0010856, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:50:29,679 - testrun_ae6f81ee - [INFO] - [Epoch:56]: Training Loss:0.001086 + +2023-06-01 15:50:30,134 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 15:51:14,158 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 15:51:39,849 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 15:52:24,214 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 15:52:49,449 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.48585, Head : 0.32709, Avg : 0.40647 + +2023-06-01 15:52:49,479 - testrun_ae6f81ee - [INFO] - [Epoch 56]: Training Loss: 0.0010859, Valid MRR: 0.41088, + + + +2023-06-01 15:52:50,759 - testrun_ae6f81ee - [INFO] - [E:57| 0]: Train Loss:0.0010461, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:54:38,627 - testrun_ae6f81ee - [INFO] - [E:57| 100]: Train Loss:0.0010878, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:56:20,522 - testrun_ae6f81ee - [INFO] - [E:57| 200]: Train Loss:0.0010804, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 15:58:17,169 - testrun_ae6f81ee - [INFO] - [E:57| 300]: Train Loss:0.0010811, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:00:21,006 - testrun_ae6f81ee - [INFO] - [E:57| 400]: Train Loss:0.00108, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:02:25,033 - testrun_ae6f81ee - [INFO] - [E:57| 500]: Train Loss:0.0010807, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:04:29,210 - testrun_ae6f81ee - [INFO] - [E:57| 600]: Train Loss:0.0010813, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:06:33,345 - testrun_ae6f81ee - [INFO] - [E:57| 700]: Train Loss:0.0010817, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:08:37,505 - testrun_ae6f81ee - [INFO] - [E:57| 800]: Train Loss:0.0010823, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:10:41,695 - testrun_ae6f81ee - [INFO] - [E:57| 900]: Train Loss:0.0010829, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:12:45,695 - testrun_ae6f81ee - [INFO] - [E:57| 1000]: Train Loss:0.0010835, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:14:49,799 - testrun_ae6f81ee - [INFO] - [E:57| 1100]: Train Loss:0.0010836, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:16:53,914 - testrun_ae6f81ee - [INFO] - [E:57| 1200]: Train Loss:0.0010834, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:18:57,945 - testrun_ae6f81ee - [INFO] - [E:57| 1300]: Train Loss:0.0010836, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:21:01,980 - testrun_ae6f81ee - [INFO] - [E:57| 1400]: Train Loss:0.001084, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:23:05,746 - testrun_ae6f81ee - [INFO] - [E:57| 1500]: Train Loss:0.0010838, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:25:09,721 - testrun_ae6f81ee - [INFO] - [E:57| 1600]: Train Loss:0.0010837, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:26:30,679 - testrun_ae6f81ee - [INFO] - [Epoch:57]: Training Loss:0.001084 + +2023-06-01 16:26:31,144 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 16:27:15,133 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 16:27:40,718 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 16:28:25,088 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 16:28:50,351 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.48894, Head : 0.32681, Avg : 0.40787 + +2023-06-01 16:28:50,379 - testrun_ae6f81ee - [INFO] - [Epoch 57]: Training Loss: 0.0010836, Valid MRR: 0.41088, + + + +2023-06-01 16:28:51,672 - testrun_ae6f81ee - [INFO] - [E:58| 0]: Train Loss:0.0011113, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:30:55,685 - testrun_ae6f81ee - [INFO] - [E:58| 100]: Train Loss:0.0010812, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:32:59,795 - testrun_ae6f81ee - [INFO] - [E:58| 200]: Train Loss:0.0010816, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:34:51,395 - testrun_ae6f81ee - [INFO] - [E:58| 300]: Train Loss:0.0010812, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:36:34,282 - testrun_ae6f81ee - [INFO] - [E:58| 400]: Train Loss:0.0010804, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:38:27,442 - testrun_ae6f81ee - [INFO] - [E:58| 500]: Train Loss:0.0010813, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:40:31,444 - testrun_ae6f81ee - [INFO] - [E:58| 600]: Train Loss:0.001081, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:42:35,578 - testrun_ae6f81ee - [INFO] - [E:58| 700]: Train Loss:0.0010811, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:44:39,668 - testrun_ae6f81ee - [INFO] - [E:58| 800]: Train Loss:0.0010804, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:46:43,915 - testrun_ae6f81ee - [INFO] - [E:58| 900]: Train Loss:0.00108, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:48:48,053 - testrun_ae6f81ee - [INFO] - [E:58| 1000]: Train Loss:0.0010797, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:50:51,941 - testrun_ae6f81ee - [INFO] - [E:58| 1100]: Train Loss:0.00108, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:52:55,925 - testrun_ae6f81ee - [INFO] - [E:58| 1200]: Train Loss:0.0010803, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:54:59,884 - testrun_ae6f81ee - [INFO] - [E:58| 1300]: Train Loss:0.0010807, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:57:03,876 - testrun_ae6f81ee - [INFO] - [E:58| 1400]: Train Loss:0.0010808, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 16:59:07,884 - testrun_ae6f81ee - [INFO] - [E:58| 1500]: Train Loss:0.0010808, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:01:11,598 - testrun_ae6f81ee - [INFO] - [E:58| 1600]: Train Loss:0.0010808, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:02:32,635 - testrun_ae6f81ee - [INFO] - [Epoch:58]: Training Loss:0.001081 + +2023-06-01 17:02:33,036 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 17:03:17,110 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 17:03:42,621 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 17:04:26,980 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 17:04:52,258 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.49191, Head : 0.31781, Avg : 0.40486 + +2023-06-01 17:04:52,287 - testrun_ae6f81ee - [INFO] - [Epoch 58]: Training Loss: 0.0010811, Valid MRR: 0.41088, + + + +2023-06-01 17:04:53,554 - testrun_ae6f81ee - [INFO] - [E:59| 0]: Train Loss:0.0012346, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:06:57,776 - testrun_ae6f81ee - [INFO] - [E:59| 100]: Train Loss:0.0010798, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:09:01,898 - testrun_ae6f81ee - [INFO] - [E:59| 200]: Train Loss:0.0010789, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:11:05,969 - testrun_ae6f81ee - [INFO] - [E:59| 300]: Train Loss:0.0010775, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:13:10,231 - testrun_ae6f81ee - [INFO] - [E:59| 400]: Train Loss:0.0010795, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:15:04,760 - testrun_ae6f81ee - [INFO] - [E:59| 500]: Train Loss:0.0010797, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:16:46,848 - testrun_ae6f81ee - [INFO] - [E:59| 600]: Train Loss:0.0010784, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:18:37,216 - testrun_ae6f81ee - [INFO] - [E:59| 700]: Train Loss:0.0010785, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:20:41,299 - testrun_ae6f81ee - [INFO] - [E:59| 800]: Train Loss:0.0010787, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:22:45,459 - testrun_ae6f81ee - [INFO] - [E:59| 900]: Train Loss:0.0010792, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:24:49,451 - testrun_ae6f81ee - [INFO] - [E:59| 1000]: Train Loss:0.0010796, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:26:53,565 - testrun_ae6f81ee - [INFO] - [E:59| 1100]: Train Loss:0.0010796, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:28:57,625 - testrun_ae6f81ee - [INFO] - [E:59| 1200]: Train Loss:0.0010796, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:31:01,781 - testrun_ae6f81ee - [INFO] - [E:59| 1300]: Train Loss:0.0010792, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:33:05,879 - testrun_ae6f81ee - [INFO] - [E:59| 1400]: Train Loss:0.0010794, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:35:09,958 - testrun_ae6f81ee - [INFO] - [E:59| 1500]: Train Loss:0.0010794, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:37:13,594 - testrun_ae6f81ee - [INFO] - [E:59| 1600]: Train Loss:0.0010786, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:38:34,609 - testrun_ae6f81ee - [INFO] - [Epoch:59]: Training Loss:0.001079 + +2023-06-01 17:38:35,116 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 17:39:19,160 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 17:39:44,661 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 17:40:29,048 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 17:40:54,388 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.48726, Head : 0.31929, Avg : 0.40328 + MR: Tail : 327.68, Head : 436.57, Avg : 382.13 + Hit-1: Tail : 0.39514, Head : 0.23268, Avg : 0.31391 + Hit-3: Tail : 0.53736, Head : 0.35857, Avg : 0.44797 + Hit-10: Tail : 0.65241, Head : 0.49114, Avg : 0.57178 +2023-06-01 17:40:54,417 - testrun_ae6f81ee - [INFO] - [Epoch 59]: Training Loss: 0.0010787, Valid MRR: 0.41088, + + + +2023-06-01 17:40:55,706 - testrun_ae6f81ee - [INFO] - [E:60| 0]: Train Loss:0.0010923, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:42:59,740 - testrun_ae6f81ee - [INFO] - [E:60| 100]: Train Loss:0.001074, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:45:03,843 - testrun_ae6f81ee - [INFO] - [E:60| 200]: Train Loss:0.0010754, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:47:07,890 - testrun_ae6f81ee - [INFO] - [E:60| 300]: Train Loss:0.001076, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:49:11,944 - testrun_ae6f81ee - [INFO] - [E:60| 400]: Train Loss:0.0010761, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:51:15,986 - testrun_ae6f81ee - [INFO] - [E:60| 500]: Train Loss:0.0010757, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:53:20,096 - testrun_ae6f81ee - [INFO] - [E:60| 600]: Train Loss:0.0010756, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:55:17,325 - testrun_ae6f81ee - [INFO] - [E:60| 700]: Train Loss:0.001076, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:56:59,254 - testrun_ae6f81ee - [INFO] - [E:60| 800]: Train Loss:0.0010758, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 17:58:46,326 - testrun_ae6f81ee - [INFO] - [E:60| 900]: Train Loss:0.0010761, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:00:50,204 - testrun_ae6f81ee - [INFO] - [E:60| 1000]: Train Loss:0.001076, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:02:54,172 - testrun_ae6f81ee - [INFO] - [E:60| 1100]: Train Loss:0.001076, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:04:58,171 - testrun_ae6f81ee - [INFO] - [E:60| 1200]: Train Loss:0.0010762, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:07:02,352 - testrun_ae6f81ee - [INFO] - [E:60| 1300]: Train Loss:0.0010765, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:09:06,463 - testrun_ae6f81ee - [INFO] - [E:60| 1400]: Train Loss:0.0010762, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:11:10,292 - testrun_ae6f81ee - [INFO] - [E:60| 1500]: Train Loss:0.0010764, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:13:13,944 - testrun_ae6f81ee - [INFO] - [E:60| 1600]: Train Loss:0.0010763, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:14:34,691 - testrun_ae6f81ee - [INFO] - [Epoch:60]: Training Loss:0.001076 + +2023-06-01 18:14:35,215 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 18:15:19,348 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 18:15:44,770 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 18:16:29,062 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 18:16:54,247 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.49145, Head : 0.31486, Avg : 0.40316 + +2023-06-01 18:16:54,290 - testrun_ae6f81ee - [INFO] - [Epoch 60]: Training Loss: 0.0010762, Valid MRR: 0.41088, + + + +2023-06-01 18:16:55,628 - testrun_ae6f81ee - [INFO] - [E:61| 0]: Train Loss:0.0010895, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:18:59,456 - testrun_ae6f81ee - [INFO] - [E:61| 100]: Train Loss:0.0010782, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:21:03,550 - testrun_ae6f81ee - [INFO] - [E:61| 200]: Train Loss:0.0010783, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:23:07,598 - testrun_ae6f81ee - [INFO] - [E:61| 300]: Train Loss:0.0010766, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:25:11,539 - testrun_ae6f81ee - [INFO] - [E:61| 400]: Train Loss:0.0010761, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:27:15,560 - testrun_ae6f81ee - [INFO] - [E:61| 500]: Train Loss:0.0010752, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:29:19,376 - testrun_ae6f81ee - [INFO] - [E:61| 600]: Train Loss:0.001075, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:31:23,295 - testrun_ae6f81ee - [INFO] - [E:61| 700]: Train Loss:0.0010752, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:33:27,287 - testrun_ae6f81ee - [INFO] - [E:61| 800]: Train Loss:0.0010751, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:35:28,496 - testrun_ae6f81ee - [INFO] - [E:61| 900]: Train Loss:0.0010749, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:37:10,191 - testrun_ae6f81ee - [INFO] - [E:61| 1000]: Train Loss:0.0010747, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:38:52,794 - testrun_ae6f81ee - [INFO] - [E:61| 1100]: Train Loss:0.0010743, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:40:56,752 - testrun_ae6f81ee - [INFO] - [E:61| 1200]: Train Loss:0.0010741, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:43:00,757 - testrun_ae6f81ee - [INFO] - [E:61| 1300]: Train Loss:0.0010742, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:45:04,740 - testrun_ae6f81ee - [INFO] - [E:61| 1400]: Train Loss:0.0010741, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:47:08,660 - testrun_ae6f81ee - [INFO] - [E:61| 1500]: Train Loss:0.0010741, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:49:12,507 - testrun_ae6f81ee - [INFO] - [E:61| 1600]: Train Loss:0.0010742, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:50:33,232 - testrun_ae6f81ee - [INFO] - [Epoch:61]: Training Loss:0.001074 + +2023-06-01 18:50:33,732 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 18:51:17,677 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 18:51:43,215 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 18:52:27,596 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 18:52:52,883 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.49239, Head : 0.32863, Avg : 0.41051 + +2023-06-01 18:52:52,911 - testrun_ae6f81ee - [INFO] - [Epoch 61]: Training Loss: 0.0010743, Valid MRR: 0.41088, + + + +2023-06-01 18:52:54,218 - testrun_ae6f81ee - [INFO] - [E:62| 0]: Train Loss:0.0010371, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:54:58,156 - testrun_ae6f81ee - [INFO] - [E:62| 100]: Train Loss:0.0010714, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:57:02,084 - testrun_ae6f81ee - [INFO] - [E:62| 200]: Train Loss:0.0010704, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 18:59:06,128 - testrun_ae6f81ee - [INFO] - [E:62| 300]: Train Loss:0.0010708, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:01:10,180 - testrun_ae6f81ee - [INFO] - [E:62| 400]: Train Loss:0.001072, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:03:14,086 - testrun_ae6f81ee - [INFO] - [E:62| 500]: Train Loss:0.0010729, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:05:17,967 - testrun_ae6f81ee - [INFO] - [E:62| 600]: Train Loss:0.0010728, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:07:21,992 - testrun_ae6f81ee - [INFO] - [E:62| 700]: Train Loss:0.0010738, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:09:25,955 - testrun_ae6f81ee - [INFO] - [E:62| 800]: Train Loss:0.0010735, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:11:29,788 - testrun_ae6f81ee - [INFO] - [E:62| 900]: Train Loss:0.0010731, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:13:33,669 - testrun_ae6f81ee - [INFO] - [E:62| 1000]: Train Loss:0.0010732, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:15:37,709 - testrun_ae6f81ee - [INFO] - [E:62| 1100]: Train Loss:0.0010728, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:17:21,218 - testrun_ae6f81ee - [INFO] - [E:62| 1200]: Train Loss:0.0010729, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:19:03,373 - testrun_ae6f81ee - [INFO] - [E:62| 1300]: Train Loss:0.0010726, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:21:04,481 - testrun_ae6f81ee - [INFO] - [E:62| 1400]: Train Loss:0.0010723, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:23:08,239 - testrun_ae6f81ee - [INFO] - [E:62| 1500]: Train Loss:0.0010722, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:25:12,063 - testrun_ae6f81ee - [INFO] - [E:62| 1600]: Train Loss:0.0010724, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:26:32,799 - testrun_ae6f81ee - [INFO] - [Epoch:62]: Training Loss:0.001072 + +2023-06-01 19:26:33,341 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 19:27:17,246 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 19:27:42,864 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 19:28:27,117 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 19:28:52,311 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.48597, Head : 0.32279, Avg : 0.40438 + +2023-06-01 19:28:52,350 - testrun_ae6f81ee - [INFO] - [Epoch 62]: Training Loss: 0.001072, Valid MRR: 0.41088, + + + +2023-06-01 19:28:53,676 - testrun_ae6f81ee - [INFO] - [E:63| 0]: Train Loss:0.001067, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:30:57,672 - testrun_ae6f81ee - [INFO] - [E:63| 100]: Train Loss:0.0010708, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:33:01,513 - testrun_ae6f81ee - [INFO] - [E:63| 200]: Train Loss:0.0010679, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:35:05,391 - testrun_ae6f81ee - [INFO] - [E:63| 300]: Train Loss:0.0010682, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:37:09,517 - testrun_ae6f81ee - [INFO] - [E:63| 400]: Train Loss:0.0010699, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:39:13,610 - testrun_ae6f81ee - [INFO] - [E:63| 500]: Train Loss:0.0010694, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:41:17,556 - testrun_ae6f81ee - [INFO] - [E:63| 600]: Train Loss:0.0010691, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:43:21,418 - testrun_ae6f81ee - [INFO] - [E:63| 700]: Train Loss:0.0010686, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:45:25,344 - testrun_ae6f81ee - [INFO] - [E:63| 800]: Train Loss:0.0010692, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:47:29,272 - testrun_ae6f81ee - [INFO] - [E:63| 900]: Train Loss:0.0010701, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:49:33,296 - testrun_ae6f81ee - [INFO] - [E:63| 1000]: Train Loss:0.0010699, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:51:37,260 - testrun_ae6f81ee - [INFO] - [E:63| 1100]: Train Loss:0.0010699, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:53:41,342 - testrun_ae6f81ee - [INFO] - [E:63| 1200]: Train Loss:0.0010698, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:55:45,354 - testrun_ae6f81ee - [INFO] - [E:63| 1300]: Train Loss:0.0010697, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:57:32,489 - testrun_ae6f81ee - [INFO] - [E:63| 1400]: Train Loss:0.0010696, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 19:59:14,314 - testrun_ae6f81ee - [INFO] - [E:63| 1500]: Train Loss:0.0010693, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:01:11,090 - testrun_ae6f81ee - [INFO] - [E:63| 1600]: Train Loss:0.0010695, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:02:31,666 - testrun_ae6f81ee - [INFO] - [Epoch:63]: Training Loss:0.00107 + +2023-06-01 20:02:32,068 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 20:03:15,889 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 20:03:41,295 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 20:04:25,551 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 20:04:50,669 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.49556, Head : 0.32526, Avg : 0.41041 + +2023-06-01 20:04:50,706 - testrun_ae6f81ee - [INFO] - [Epoch 63]: Training Loss: 0.0010698, Valid MRR: 0.41088, + + + +2023-06-01 20:04:52,007 - testrun_ae6f81ee - [INFO] - [E:64| 0]: Train Loss:0.0010719, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:06:55,799 - testrun_ae6f81ee - [INFO] - [E:64| 100]: Train Loss:0.0010738, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:08:59,785 - testrun_ae6f81ee - [INFO] - [E:64| 200]: Train Loss:0.0010693, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:11:03,865 - testrun_ae6f81ee - [INFO] - [E:64| 300]: Train Loss:0.0010698, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:13:07,791 - testrun_ae6f81ee - [INFO] - [E:64| 400]: Train Loss:0.0010701, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:15:11,747 - testrun_ae6f81ee - [INFO] - [E:64| 500]: Train Loss:0.0010692, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:17:15,834 - testrun_ae6f81ee - [INFO] - [E:64| 600]: Train Loss:0.0010695, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:19:19,837 - testrun_ae6f81ee - [INFO] - [E:64| 700]: Train Loss:0.0010685, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:21:23,741 - testrun_ae6f81ee - [INFO] - [E:64| 800]: Train Loss:0.0010681, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:23:27,641 - testrun_ae6f81ee - [INFO] - [E:64| 900]: Train Loss:0.0010679, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:25:31,390 - testrun_ae6f81ee - [INFO] - [E:64| 1000]: Train Loss:0.0010679, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:27:35,263 - testrun_ae6f81ee - [INFO] - [E:64| 1100]: Train Loss:0.0010674, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:29:39,337 - testrun_ae6f81ee - [INFO] - [E:64| 1200]: Train Loss:0.0010676, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:31:43,246 - testrun_ae6f81ee - [INFO] - [E:64| 1300]: Train Loss:0.0010677, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:33:47,080 - testrun_ae6f81ee - [INFO] - [E:64| 1400]: Train Loss:0.0010673, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:35:51,039 - testrun_ae6f81ee - [INFO] - [E:64| 1500]: Train Loss:0.0010676, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:37:42,281 - testrun_ae6f81ee - [INFO] - [E:64| 1600]: Train Loss:0.0010679, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:38:49,162 - testrun_ae6f81ee - [INFO] - [Epoch:64]: Training Loss:0.001068 + +2023-06-01 20:38:49,483 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 20:39:24,883 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 20:39:45,681 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 20:40:23,779 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 20:40:48,966 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.48836, Head : 0.3239, Avg : 0.40613 + +2023-06-01 20:40:49,000 - testrun_ae6f81ee - [INFO] - [Epoch 64]: Training Loss: 0.0010679, Valid MRR: 0.41088, + + + +2023-06-01 20:40:50,306 - testrun_ae6f81ee - [INFO] - [E:65| 0]: Train Loss:0.0010673, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:42:54,323 - testrun_ae6f81ee - [INFO] - [E:65| 100]: Train Loss:0.001066, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:44:58,186 - testrun_ae6f81ee - [INFO] - [E:65| 200]: Train Loss:0.0010673, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:47:02,254 - testrun_ae6f81ee - [INFO] - [E:65| 300]: Train Loss:0.0010664, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:49:06,158 - testrun_ae6f81ee - [INFO] - [E:65| 400]: Train Loss:0.0010663, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:51:09,806 - testrun_ae6f81ee - [INFO] - [E:65| 500]: Train Loss:0.0010659, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:53:13,764 - testrun_ae6f81ee - [INFO] - [E:65| 600]: Train Loss:0.0010654, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:55:17,705 - testrun_ae6f81ee - [INFO] - [E:65| 700]: Train Loss:0.0010667, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:57:21,570 - testrun_ae6f81ee - [INFO] - [E:65| 800]: Train Loss:0.0010668, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 20:59:25,568 - testrun_ae6f81ee - [INFO] - [E:65| 900]: Train Loss:0.0010665, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 21:01:29,670 - testrun_ae6f81ee - [INFO] - [E:65| 1000]: Train Loss:0.0010661, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 21:03:33,636 - testrun_ae6f81ee - [INFO] - [E:65| 1100]: Train Loss:0.001066, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 21:05:37,630 - testrun_ae6f81ee - [INFO] - [E:65| 1200]: Train Loss:0.001066, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 21:07:41,640 - testrun_ae6f81ee - [INFO] - [E:65| 1300]: Train Loss:0.0010656, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 21:09:45,476 - testrun_ae6f81ee - [INFO] - [E:65| 1400]: Train Loss:0.0010658, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 21:11:49,292 - testrun_ae6f81ee - [INFO] - [E:65| 1500]: Train Loss:0.0010654, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 21:13:53,241 - testrun_ae6f81ee - [INFO] - [E:65| 1600]: Train Loss:0.0010653, Val MRR:0.41088, testrun_ae6f81ee +2023-06-01 21:15:13,896 - testrun_ae6f81ee - [INFO] - [Epoch:65]: Training Loss:0.001065 + +2023-06-01 21:15:14,417 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 21:15:58,126 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 21:16:23,554 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 21:17:07,615 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 21:17:27,945 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.49707, Head : 0.32558, Avg : 0.41133 + +2023-06-01 21:17:29,131 - testrun_ae6f81ee - [INFO] - [Epoch 65]: Training Loss: 0.0010653, Valid MRR: 0.41133, + + + +2023-06-01 21:17:30,096 - testrun_ae6f81ee - [INFO] - [E:66| 0]: Train Loss:0.0010272, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:19:11,997 - testrun_ae6f81ee - [INFO] - [E:66| 100]: Train Loss:0.0010631, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:20:56,564 - testrun_ae6f81ee - [INFO] - [E:66| 200]: Train Loss:0.0010641, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:23:00,543 - testrun_ae6f81ee - [INFO] - [E:66| 300]: Train Loss:0.0010662, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:25:04,327 - testrun_ae6f81ee - [INFO] - [E:66| 400]: Train Loss:0.0010655, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:27:08,257 - testrun_ae6f81ee - [INFO] - [E:66| 500]: Train Loss:0.0010654, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:29:12,220 - testrun_ae6f81ee - [INFO] - [E:66| 600]: Train Loss:0.0010648, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:31:16,191 - testrun_ae6f81ee - [INFO] - [E:66| 700]: Train Loss:0.0010648, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:33:20,283 - testrun_ae6f81ee - [INFO] - [E:66| 800]: Train Loss:0.0010644, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:35:24,214 - testrun_ae6f81ee - [INFO] - [E:66| 900]: Train Loss:0.0010636, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:37:28,302 - testrun_ae6f81ee - [INFO] - [E:66| 1000]: Train Loss:0.0010638, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:39:32,380 - testrun_ae6f81ee - [INFO] - [E:66| 1100]: Train Loss:0.0010643, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:41:36,283 - testrun_ae6f81ee - [INFO] - [E:66| 1200]: Train Loss:0.0010645, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:43:40,042 - testrun_ae6f81ee - [INFO] - [E:66| 1300]: Train Loss:0.0010643, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:45:43,862 - testrun_ae6f81ee - [INFO] - [E:66| 1400]: Train Loss:0.0010644, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:47:47,853 - testrun_ae6f81ee - [INFO] - [E:66| 1500]: Train Loss:0.0010642, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:49:51,977 - testrun_ae6f81ee - [INFO] - [E:66| 1600]: Train Loss:0.0010642, Val MRR:0.41133, testrun_ae6f81ee +2023-06-01 21:51:12,919 - testrun_ae6f81ee - [INFO] - [Epoch:66]: Training Loss:0.001064 + +2023-06-01 21:51:13,439 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 21:51:57,256 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 21:52:22,656 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 21:53:06,836 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 21:53:31,858 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.49766, Head : 0.32584, Avg : 0.41175 + +2023-06-01 21:53:33,125 - testrun_ae6f81ee - [INFO] - [Epoch 66]: Training Loss: 0.001064, Valid MRR: 0.41175, + + + +2023-06-01 21:53:34,391 - testrun_ae6f81ee - [INFO] - [E:67| 0]: Train Loss:0.0010268, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 21:55:38,219 - testrun_ae6f81ee - [INFO] - [E:67| 100]: Train Loss:0.001063, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 21:57:41,086 - testrun_ae6f81ee - [INFO] - [E:67| 200]: Train Loss:0.0010612, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 21:59:22,847 - testrun_ae6f81ee - [INFO] - [E:67| 300]: Train Loss:0.001062, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:01:04,740 - testrun_ae6f81ee - [INFO] - [E:67| 400]: Train Loss:0.001061, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:03:07,964 - testrun_ae6f81ee - [INFO] - [E:67| 500]: Train Loss:0.0010614, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:05:11,820 - testrun_ae6f81ee - [INFO] - [E:67| 600]: Train Loss:0.0010623, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:07:15,677 - testrun_ae6f81ee - [INFO] - [E:67| 700]: Train Loss:0.0010629, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:09:19,463 - testrun_ae6f81ee - [INFO] - [E:67| 800]: Train Loss:0.0010628, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:11:23,214 - testrun_ae6f81ee - [INFO] - [E:67| 900]: Train Loss:0.0010629, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:13:27,254 - testrun_ae6f81ee - [INFO] - [E:67| 1000]: Train Loss:0.0010618, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:15:31,102 - testrun_ae6f81ee - [INFO] - [E:67| 1100]: Train Loss:0.0010619, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:17:34,909 - testrun_ae6f81ee - [INFO] - [E:67| 1200]: Train Loss:0.001062, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:19:39,027 - testrun_ae6f81ee - [INFO] - [E:67| 1300]: Train Loss:0.001062, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:21:43,054 - testrun_ae6f81ee - [INFO] - [E:67| 1400]: Train Loss:0.0010623, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:23:46,828 - testrun_ae6f81ee - [INFO] - [E:67| 1500]: Train Loss:0.0010621, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:25:50,851 - testrun_ae6f81ee - [INFO] - [E:67| 1600]: Train Loss:0.0010622, Val MRR:0.41175, testrun_ae6f81ee +2023-06-01 22:27:11,760 - testrun_ae6f81ee - [INFO] - [Epoch:67]: Training Loss:0.001062 + +2023-06-01 22:27:12,166 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 22:27:56,139 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 22:28:21,499 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 22:29:05,443 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 22:29:30,515 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.49704, Head : 0.3338, Avg : 0.41542 + +2023-06-01 22:29:31,659 - testrun_ae6f81ee - [INFO] - [Epoch 67]: Training Loss: 0.0010619, Valid MRR: 0.41542, + + + +2023-06-01 22:29:32,952 - testrun_ae6f81ee - [INFO] - [E:68| 0]: Train Loss:0.0010492, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:31:36,733 - testrun_ae6f81ee - [INFO] - [E:68| 100]: Train Loss:0.0010593, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:33:40,712 - testrun_ae6f81ee - [INFO] - [E:68| 200]: Train Loss:0.0010588, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:35:44,566 - testrun_ae6f81ee - [INFO] - [E:68| 300]: Train Loss:0.0010588, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:37:48,461 - testrun_ae6f81ee - [INFO] - [E:68| 400]: Train Loss:0.0010589, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:39:33,015 - testrun_ae6f81ee - [INFO] - [E:68| 500]: Train Loss:0.0010582, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:41:14,869 - testrun_ae6f81ee - [INFO] - [E:68| 600]: Train Loss:0.0010589, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:43:14,320 - testrun_ae6f81ee - [INFO] - [E:68| 700]: Train Loss:0.001059, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:45:18,236 - testrun_ae6f81ee - [INFO] - [E:68| 800]: Train Loss:0.001059, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:47:22,154 - testrun_ae6f81ee - [INFO] - [E:68| 900]: Train Loss:0.0010589, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:49:26,171 - testrun_ae6f81ee - [INFO] - [E:68| 1000]: Train Loss:0.0010589, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:51:30,087 - testrun_ae6f81ee - [INFO] - [E:68| 1100]: Train Loss:0.001059, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:53:33,956 - testrun_ae6f81ee - [INFO] - [E:68| 1200]: Train Loss:0.0010591, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:55:37,916 - testrun_ae6f81ee - [INFO] - [E:68| 1300]: Train Loss:0.0010596, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:57:41,691 - testrun_ae6f81ee - [INFO] - [E:68| 1400]: Train Loss:0.0010599, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 22:59:45,451 - testrun_ae6f81ee - [INFO] - [E:68| 1500]: Train Loss:0.0010597, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:01:49,322 - testrun_ae6f81ee - [INFO] - [E:68| 1600]: Train Loss:0.0010598, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:03:10,329 - testrun_ae6f81ee - [INFO] - [Epoch:68]: Training Loss:0.00106 + +2023-06-01 23:03:10,836 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 23:03:54,852 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 23:04:20,235 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 23:05:04,231 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 23:05:29,213 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.49173, Head : 0.3273, Avg : 0.40951 + +2023-06-01 23:05:29,251 - testrun_ae6f81ee - [INFO] - [Epoch 68]: Training Loss: 0.0010598, Valid MRR: 0.41542, + + + +2023-06-01 23:05:30,573 - testrun_ae6f81ee - [INFO] - [E:69| 0]: Train Loss:0.0010299, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:07:34,327 - testrun_ae6f81ee - [INFO] - [E:69| 100]: Train Loss:0.0010528, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:09:38,320 - testrun_ae6f81ee - [INFO] - [E:69| 200]: Train Loss:0.0010559, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:11:42,192 - testrun_ae6f81ee - [INFO] - [E:69| 300]: Train Loss:0.0010564, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:13:46,100 - testrun_ae6f81ee - [INFO] - [E:69| 400]: Train Loss:0.0010581, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:15:50,043 - testrun_ae6f81ee - [INFO] - [E:69| 500]: Train Loss:0.0010567, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:17:53,902 - testrun_ae6f81ee - [INFO] - [E:69| 600]: Train Loss:0.0010571, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:19:42,762 - testrun_ae6f81ee - [INFO] - [E:69| 700]: Train Loss:0.0010568, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:21:24,595 - testrun_ae6f81ee - [INFO] - [E:69| 800]: Train Loss:0.0010568, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:22:43,095 - testrun_ae6f81ee - [INFO] - [E:69| 900]: Train Loss:0.0010572, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:23:46,434 - testrun_ae6f81ee - [INFO] - [E:69| 1000]: Train Loss:0.0010577, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:24:49,746 - testrun_ae6f81ee - [INFO] - [E:69| 1100]: Train Loss:0.0010576, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:25:53,041 - testrun_ae6f81ee - [INFO] - [E:69| 1200]: Train Loss:0.0010574, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:26:56,380 - testrun_ae6f81ee - [INFO] - [E:69| 1300]: Train Loss:0.0010577, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:27:59,711 - testrun_ae6f81ee - [INFO] - [E:69| 1400]: Train Loss:0.0010579, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:29:03,019 - testrun_ae6f81ee - [INFO] - [E:69| 1500]: Train Loss:0.0010579, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:30:06,381 - testrun_ae6f81ee - [INFO] - [E:69| 1600]: Train Loss:0.0010579, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:30:47,790 - testrun_ae6f81ee - [INFO] - [Epoch:69]: Training Loss:0.001058 + +2023-06-01 23:30:48,033 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 23:31:09,390 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 23:31:21,762 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 23:31:43,291 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 23:31:55,563 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.4934, Head : 0.3153, Avg : 0.40435 + MR: Tail : 352.12, Head : 444.19, Avg : 398.15 + Hit-1: Tail : 0.39623, Head : 0.21838, Avg : 0.3073 + Hit-3: Tail : 0.54691, Head : 0.34867, Avg : 0.44779 + Hit-10: Tail : 0.66741, Head : 0.50742, Avg : 0.58742 +2023-06-01 23:31:55,591 - testrun_ae6f81ee - [INFO] - [Epoch 69]: Training Loss: 0.0010579, Valid MRR: 0.41542, + + + +2023-06-01 23:31:56,265 - testrun_ae6f81ee - [INFO] - [E:70| 0]: Train Loss:0.0010905, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:32:59,602 - testrun_ae6f81ee - [INFO] - [E:70| 100]: Train Loss:0.0010581, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:34:02,941 - testrun_ae6f81ee - [INFO] - [E:70| 200]: Train Loss:0.0010589, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:35:06,281 - testrun_ae6f81ee - [INFO] - [E:70| 300]: Train Loss:0.0010584, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:36:09,689 - testrun_ae6f81ee - [INFO] - [E:70| 400]: Train Loss:0.0010575, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:37:13,045 - testrun_ae6f81ee - [INFO] - [E:70| 500]: Train Loss:0.0010559, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:38:16,336 - testrun_ae6f81ee - [INFO] - [E:70| 600]: Train Loss:0.0010566, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:39:19,533 - testrun_ae6f81ee - [INFO] - [E:70| 700]: Train Loss:0.0010567, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:40:22,732 - testrun_ae6f81ee - [INFO] - [E:70| 800]: Train Loss:0.0010567, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:41:25,928 - testrun_ae6f81ee - [INFO] - [E:70| 900]: Train Loss:0.001056, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:42:29,133 - testrun_ae6f81ee - [INFO] - [E:70| 1000]: Train Loss:0.0010568, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:43:32,311 - testrun_ae6f81ee - [INFO] - [E:70| 1100]: Train Loss:0.0010572, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:44:35,532 - testrun_ae6f81ee - [INFO] - [E:70| 1200]: Train Loss:0.001057, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:45:38,745 - testrun_ae6f81ee - [INFO] - [E:70| 1300]: Train Loss:0.0010568, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:46:42,033 - testrun_ae6f81ee - [INFO] - [E:70| 1400]: Train Loss:0.0010568, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:47:45,444 - testrun_ae6f81ee - [INFO] - [E:70| 1500]: Train Loss:0.0010565, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:48:48,850 - testrun_ae6f81ee - [INFO] - [E:70| 1600]: Train Loss:0.0010565, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:49:30,246 - testrun_ae6f81ee - [INFO] - [Epoch:70]: Training Loss:0.001056 + +2023-06-01 23:49:30,492 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-01 23:49:51,862 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-01 23:50:04,229 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-01 23:50:25,746 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-01 23:50:37,995 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.49243, Head : 0.33228, Avg : 0.41235 + +2023-06-01 23:50:38,021 - testrun_ae6f81ee - [INFO] - [Epoch 70]: Training Loss: 0.0010564, Valid MRR: 0.41542, + + + +2023-06-01 23:50:38,695 - testrun_ae6f81ee - [INFO] - [E:71| 0]: Train Loss:0.001073, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:51:42,074 - testrun_ae6f81ee - [INFO] - [E:71| 100]: Train Loss:0.0010564, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:52:45,504 - testrun_ae6f81ee - [INFO] - [E:71| 200]: Train Loss:0.0010552, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:53:48,888 - testrun_ae6f81ee - [INFO] - [E:71| 300]: Train Loss:0.0010563, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:54:52,261 - testrun_ae6f81ee - [INFO] - [E:71| 400]: Train Loss:0.0010547, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:55:55,630 - testrun_ae6f81ee - [INFO] - [E:71| 500]: Train Loss:0.0010543, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:56:59,021 - testrun_ae6f81ee - [INFO] - [E:71| 600]: Train Loss:0.0010537, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:58:02,390 - testrun_ae6f81ee - [INFO] - [E:71| 700]: Train Loss:0.0010543, Val MRR:0.41542, testrun_ae6f81ee +2023-06-01 23:59:05,779 - testrun_ae6f81ee - [INFO] - [E:71| 800]: Train Loss:0.0010551, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:00:09,128 - testrun_ae6f81ee - [INFO] - [E:71| 900]: Train Loss:0.0010547, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:01:12,489 - testrun_ae6f81ee - [INFO] - [E:71| 1000]: Train Loss:0.0010544, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:02:15,941 - testrun_ae6f81ee - [INFO] - [E:71| 1100]: Train Loss:0.0010548, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:03:19,282 - testrun_ae6f81ee - [INFO] - [E:71| 1200]: Train Loss:0.0010548, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:04:22,644 - testrun_ae6f81ee - [INFO] - [E:71| 1300]: Train Loss:0.0010545, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:05:26,008 - testrun_ae6f81ee - [INFO] - [E:71| 1400]: Train Loss:0.0010546, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:06:29,316 - testrun_ae6f81ee - [INFO] - [E:71| 1500]: Train Loss:0.0010548, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:07:32,645 - testrun_ae6f81ee - [INFO] - [E:71| 1600]: Train Loss:0.0010548, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:08:14,067 - testrun_ae6f81ee - [INFO] - [Epoch:71]: Training Loss:0.001055 + +2023-06-02 00:08:14,310 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 00:08:35,682 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 00:08:48,082 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 00:09:09,612 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 00:09:21,897 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.49891, Head : 0.31489, Avg : 0.4069 + +2023-06-02 00:09:21,926 - testrun_ae6f81ee - [INFO] - [Epoch 71]: Training Loss: 0.0010547, Valid MRR: 0.41542, + + + +2023-06-02 00:09:22,605 - testrun_ae6f81ee - [INFO] - [E:72| 0]: Train Loss:0.0010641, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:10:25,997 - testrun_ae6f81ee - [INFO] - [E:72| 100]: Train Loss:0.0010524, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:11:29,421 - testrun_ae6f81ee - [INFO] - [E:72| 200]: Train Loss:0.0010528, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:12:32,814 - testrun_ae6f81ee - [INFO] - [E:72| 300]: Train Loss:0.0010532, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:13:36,211 - testrun_ae6f81ee - [INFO] - [E:72| 400]: Train Loss:0.0010531, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:14:39,642 - testrun_ae6f81ee - [INFO] - [E:72| 500]: Train Loss:0.001053, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:15:43,036 - testrun_ae6f81ee - [INFO] - [E:72| 600]: Train Loss:0.0010528, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:16:46,443 - testrun_ae6f81ee - [INFO] - [E:72| 700]: Train Loss:0.0010532, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:17:49,837 - testrun_ae6f81ee - [INFO] - [E:72| 800]: Train Loss:0.0010529, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:18:53,151 - testrun_ae6f81ee - [INFO] - [E:72| 900]: Train Loss:0.0010529, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:19:56,569 - testrun_ae6f81ee - [INFO] - [E:72| 1000]: Train Loss:0.0010528, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:20:59,914 - testrun_ae6f81ee - [INFO] - [E:72| 1100]: Train Loss:0.0010532, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:22:03,279 - testrun_ae6f81ee - [INFO] - [E:72| 1200]: Train Loss:0.0010534, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:23:06,704 - testrun_ae6f81ee - [INFO] - [E:72| 1300]: Train Loss:0.0010533, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:24:10,170 - testrun_ae6f81ee - [INFO] - [E:72| 1400]: Train Loss:0.0010535, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:25:13,518 - testrun_ae6f81ee - [INFO] - [E:72| 1500]: Train Loss:0.001053, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:26:16,926 - testrun_ae6f81ee - [INFO] - [E:72| 1600]: Train Loss:0.0010532, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:26:58,324 - testrun_ae6f81ee - [INFO] - [Epoch:72]: Training Loss:0.001053 + +2023-06-02 00:26:58,566 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 00:27:19,937 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 00:27:32,315 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 00:27:53,846 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 00:28:06,105 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.49018, Head : 0.31078, Avg : 0.40048 + +2023-06-02 00:28:06,131 - testrun_ae6f81ee - [INFO] - [Epoch 72]: Training Loss: 0.0010531, Valid MRR: 0.41542, + + + +2023-06-02 00:28:06,806 - testrun_ae6f81ee - [INFO] - [E:73| 0]: Train Loss:0.0010819, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:29:10,199 - testrun_ae6f81ee - [INFO] - [E:73| 100]: Train Loss:0.0010525, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:30:13,600 - testrun_ae6f81ee - [INFO] - [E:73| 200]: Train Loss:0.0010516, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:31:17,000 - testrun_ae6f81ee - [INFO] - [E:73| 300]: Train Loss:0.0010513, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:32:20,468 - testrun_ae6f81ee - [INFO] - [E:73| 400]: Train Loss:0.0010513, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:33:23,917 - testrun_ae6f81ee - [INFO] - [E:73| 500]: Train Loss:0.0010527, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:34:27,307 - testrun_ae6f81ee - [INFO] - [E:73| 600]: Train Loss:0.001052, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:35:30,719 - testrun_ae6f81ee - [INFO] - [E:73| 700]: Train Loss:0.0010518, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:36:34,113 - testrun_ae6f81ee - [INFO] - [E:73| 800]: Train Loss:0.0010511, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:37:37,551 - testrun_ae6f81ee - [INFO] - [E:73| 900]: Train Loss:0.0010511, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:38:40,997 - testrun_ae6f81ee - [INFO] - [E:73| 1000]: Train Loss:0.0010507, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:39:44,387 - testrun_ae6f81ee - [INFO] - [E:73| 1100]: Train Loss:0.0010507, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:40:47,749 - testrun_ae6f81ee - [INFO] - [E:73| 1200]: Train Loss:0.0010506, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:41:51,072 - testrun_ae6f81ee - [INFO] - [E:73| 1300]: Train Loss:0.0010508, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:42:54,432 - testrun_ae6f81ee - [INFO] - [E:73| 1400]: Train Loss:0.0010512, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:43:57,782 - testrun_ae6f81ee - [INFO] - [E:73| 1500]: Train Loss:0.0010511, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:45:01,125 - testrun_ae6f81ee - [INFO] - [E:73| 1600]: Train Loss:0.0010513, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:45:42,570 - testrun_ae6f81ee - [INFO] - [Epoch:73]: Training Loss:0.001051 + +2023-06-02 00:45:42,813 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 00:46:04,170 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 00:46:16,547 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 00:46:38,071 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 00:46:50,347 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.49455, Head : 0.32547, Avg : 0.41001 + +2023-06-02 00:46:50,373 - testrun_ae6f81ee - [INFO] - [Epoch 73]: Training Loss: 0.0010512, Valid MRR: 0.41542, + + + +2023-06-02 00:46:51,052 - testrun_ae6f81ee - [INFO] - [E:74| 0]: Train Loss:0.0011799, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:47:54,452 - testrun_ae6f81ee - [INFO] - [E:74| 100]: Train Loss:0.0010506, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:48:57,790 - testrun_ae6f81ee - [INFO] - [E:74| 200]: Train Loss:0.0010518, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:50:01,146 - testrun_ae6f81ee - [INFO] - [E:74| 300]: Train Loss:0.0010504, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:51:04,587 - testrun_ae6f81ee - [INFO] - [E:74| 400]: Train Loss:0.0010503, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:52:07,973 - testrun_ae6f81ee - [INFO] - [E:74| 500]: Train Loss:0.0010497, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:53:11,345 - testrun_ae6f81ee - [INFO] - [E:74| 600]: Train Loss:0.0010502, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:54:14,793 - testrun_ae6f81ee - [INFO] - [E:74| 700]: Train Loss:0.0010506, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:55:18,195 - testrun_ae6f81ee - [INFO] - [E:74| 800]: Train Loss:0.0010507, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:56:21,594 - testrun_ae6f81ee - [INFO] - [E:74| 900]: Train Loss:0.0010515, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:57:24,973 - testrun_ae6f81ee - [INFO] - [E:74| 1000]: Train Loss:0.0010511, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:58:28,378 - testrun_ae6f81ee - [INFO] - [E:74| 1100]: Train Loss:0.0010509, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 00:59:31,782 - testrun_ae6f81ee - [INFO] - [E:74| 1200]: Train Loss:0.0010507, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:00:35,129 - testrun_ae6f81ee - [INFO] - [E:74| 1300]: Train Loss:0.0010505, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:01:38,492 - testrun_ae6f81ee - [INFO] - [E:74| 1400]: Train Loss:0.0010503, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:02:41,854 - testrun_ae6f81ee - [INFO] - [E:74| 1500]: Train Loss:0.0010501, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:03:45,220 - testrun_ae6f81ee - [INFO] - [E:74| 1600]: Train Loss:0.0010499, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:04:26,627 - testrun_ae6f81ee - [INFO] - [Epoch:74]: Training Loss:0.00105 + +2023-06-02 01:04:26,869 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 01:04:48,250 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 01:05:00,626 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 01:05:22,151 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 01:05:34,400 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.49056, Head : 0.31664, Avg : 0.4036 + +2023-06-02 01:05:34,427 - testrun_ae6f81ee - [INFO] - [Epoch 74]: Training Loss: 0.0010499, Valid MRR: 0.41542, + + + +2023-06-02 01:05:35,103 - testrun_ae6f81ee - [INFO] - [E:75| 0]: Train Loss:0.001017, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:06:38,492 - testrun_ae6f81ee - [INFO] - [E:75| 100]: Train Loss:0.0010417, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:07:41,879 - testrun_ae6f81ee - [INFO] - [E:75| 200]: Train Loss:0.0010434, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:08:45,305 - testrun_ae6f81ee - [INFO] - [E:75| 300]: Train Loss:0.0010463, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:09:48,726 - testrun_ae6f81ee - [INFO] - [E:75| 400]: Train Loss:0.0010466, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:10:52,092 - testrun_ae6f81ee - [INFO] - [E:75| 500]: Train Loss:0.0010481, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:11:55,452 - testrun_ae6f81ee - [INFO] - [E:75| 600]: Train Loss:0.0010485, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:12:58,802 - testrun_ae6f81ee - [INFO] - [E:75| 700]: Train Loss:0.0010485, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:14:02,162 - testrun_ae6f81ee - [INFO] - [E:75| 800]: Train Loss:0.0010485, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:15:05,543 - testrun_ae6f81ee - [INFO] - [E:75| 900]: Train Loss:0.0010486, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:16:08,922 - testrun_ae6f81ee - [INFO] - [E:75| 1000]: Train Loss:0.0010484, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:17:12,332 - testrun_ae6f81ee - [INFO] - [E:75| 1100]: Train Loss:0.0010486, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:18:15,786 - testrun_ae6f81ee - [INFO] - [E:75| 1200]: Train Loss:0.0010485, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:19:19,168 - testrun_ae6f81ee - [INFO] - [E:75| 1300]: Train Loss:0.0010483, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:20:22,547 - testrun_ae6f81ee - [INFO] - [E:75| 1400]: Train Loss:0.0010482, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:21:25,956 - testrun_ae6f81ee - [INFO] - [E:75| 1500]: Train Loss:0.0010482, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:22:29,319 - testrun_ae6f81ee - [INFO] - [E:75| 1600]: Train Loss:0.0010483, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:23:10,725 - testrun_ae6f81ee - [INFO] - [Epoch:75]: Training Loss:0.001048 + +2023-06-02 01:23:10,967 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 01:23:32,327 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 01:23:44,719 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 01:24:06,248 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 01:24:18,503 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.49743, Head : 0.32803, Avg : 0.41273 + +2023-06-02 01:24:18,529 - testrun_ae6f81ee - [INFO] - [Epoch 75]: Training Loss: 0.0010483, Valid MRR: 0.41542, + + + +2023-06-02 01:24:19,201 - testrun_ae6f81ee - [INFO] - [E:76| 0]: Train Loss:0.0010046, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:25:22,535 - testrun_ae6f81ee - [INFO] - [E:76| 100]: Train Loss:0.0010417, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:26:25,858 - testrun_ae6f81ee - [INFO] - [E:76| 200]: Train Loss:0.0010445, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:27:29,182 - testrun_ae6f81ee - [INFO] - [E:76| 300]: Train Loss:0.0010441, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:28:32,525 - testrun_ae6f81ee - [INFO] - [E:76| 400]: Train Loss:0.0010441, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:29:35,900 - testrun_ae6f81ee - [INFO] - [E:76| 500]: Train Loss:0.0010453, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:30:39,236 - testrun_ae6f81ee - [INFO] - [E:76| 600]: Train Loss:0.0010452, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:31:42,539 - testrun_ae6f81ee - [INFO] - [E:76| 700]: Train Loss:0.0010453, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:32:45,945 - testrun_ae6f81ee - [INFO] - [E:76| 800]: Train Loss:0.0010455, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:33:49,295 - testrun_ae6f81ee - [INFO] - [E:76| 900]: Train Loss:0.0010463, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:34:52,674 - testrun_ae6f81ee - [INFO] - [E:76| 1000]: Train Loss:0.0010463, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:35:56,106 - testrun_ae6f81ee - [INFO] - [E:76| 1100]: Train Loss:0.0010468, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:36:59,561 - testrun_ae6f81ee - [INFO] - [E:76| 1200]: Train Loss:0.0010468, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:38:03,018 - testrun_ae6f81ee - [INFO] - [E:76| 1300]: Train Loss:0.0010466, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:39:06,405 - testrun_ae6f81ee - [INFO] - [E:76| 1400]: Train Loss:0.0010465, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:40:09,624 - testrun_ae6f81ee - [INFO] - [E:76| 1500]: Train Loss:0.0010466, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:41:12,976 - testrun_ae6f81ee - [INFO] - [E:76| 1600]: Train Loss:0.0010468, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:41:54,418 - testrun_ae6f81ee - [INFO] - [Epoch:76]: Training Loss:0.001047 + +2023-06-02 01:41:54,661 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 01:42:16,026 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 01:42:28,403 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 01:42:49,949 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 01:43:02,214 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.49749, Head : 0.31341, Avg : 0.40545 + +2023-06-02 01:43:02,241 - testrun_ae6f81ee - [INFO] - [Epoch 76]: Training Loss: 0.0010466, Valid MRR: 0.41542, + + + +2023-06-02 01:43:02,916 - testrun_ae6f81ee - [INFO] - [E:77| 0]: Train Loss:0.0010301, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:44:06,275 - testrun_ae6f81ee - [INFO] - [E:77| 100]: Train Loss:0.0010405, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:45:09,505 - testrun_ae6f81ee - [INFO] - [E:77| 200]: Train Loss:0.0010433, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:46:12,726 - testrun_ae6f81ee - [INFO] - [E:77| 300]: Train Loss:0.0010444, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:47:16,021 - testrun_ae6f81ee - [INFO] - [E:77| 400]: Train Loss:0.0010432, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:48:19,373 - testrun_ae6f81ee - [INFO] - [E:77| 500]: Train Loss:0.0010446, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:49:22,792 - testrun_ae6f81ee - [INFO] - [E:77| 600]: Train Loss:0.0010451, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:50:26,230 - testrun_ae6f81ee - [INFO] - [E:77| 700]: Train Loss:0.0010452, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:51:29,625 - testrun_ae6f81ee - [INFO] - [E:77| 800]: Train Loss:0.001045, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:52:32,997 - testrun_ae6f81ee - [INFO] - [E:77| 900]: Train Loss:0.0010448, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:53:36,410 - testrun_ae6f81ee - [INFO] - [E:77| 1000]: Train Loss:0.0010453, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:54:39,802 - testrun_ae6f81ee - [INFO] - [E:77| 1100]: Train Loss:0.0010452, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:55:43,206 - testrun_ae6f81ee - [INFO] - [E:77| 1200]: Train Loss:0.0010453, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:56:46,577 - testrun_ae6f81ee - [INFO] - [E:77| 1300]: Train Loss:0.0010455, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:57:50,010 - testrun_ae6f81ee - [INFO] - [E:77| 1400]: Train Loss:0.0010451, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:58:53,373 - testrun_ae6f81ee - [INFO] - [E:77| 1500]: Train Loss:0.0010452, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 01:59:56,745 - testrun_ae6f81ee - [INFO] - [E:77| 1600]: Train Loss:0.0010453, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:00:38,180 - testrun_ae6f81ee - [INFO] - [Epoch:77]: Training Loss:0.001045 + +2023-06-02 02:00:38,423 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 02:00:59,796 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 02:01:12,184 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 02:01:33,718 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 02:01:46,005 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.49625, Head : 0.3204, Avg : 0.40833 + +2023-06-02 02:01:46,031 - testrun_ae6f81ee - [INFO] - [Epoch 77]: Training Loss: 0.0010451, Valid MRR: 0.41542, + + + +2023-06-02 02:01:46,705 - testrun_ae6f81ee - [INFO] - [E:78| 0]: Train Loss:0.001004, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:02:50,132 - testrun_ae6f81ee - [INFO] - [E:78| 100]: Train Loss:0.0010381, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:03:53,486 - testrun_ae6f81ee - [INFO] - [E:78| 200]: Train Loss:0.0010378, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:04:56,884 - testrun_ae6f81ee - [INFO] - [E:78| 300]: Train Loss:0.0010385, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:06:00,346 - testrun_ae6f81ee - [INFO] - [E:78| 400]: Train Loss:0.0010394, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:07:03,821 - testrun_ae6f81ee - [INFO] - [E:78| 500]: Train Loss:0.0010409, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:08:07,162 - testrun_ae6f81ee - [INFO] - [E:78| 600]: Train Loss:0.0010419, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:09:10,529 - testrun_ae6f81ee - [INFO] - [E:78| 700]: Train Loss:0.0010421, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:10:13,876 - testrun_ae6f81ee - [INFO] - [E:78| 800]: Train Loss:0.0010429, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:11:17,219 - testrun_ae6f81ee - [INFO] - [E:78| 900]: Train Loss:0.0010431, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:12:20,572 - testrun_ae6f81ee - [INFO] - [E:78| 1000]: Train Loss:0.0010434, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:13:23,921 - testrun_ae6f81ee - [INFO] - [E:78| 1100]: Train Loss:0.0010434, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:14:27,249 - testrun_ae6f81ee - [INFO] - [E:78| 1200]: Train Loss:0.0010434, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:15:30,592 - testrun_ae6f81ee - [INFO] - [E:78| 1300]: Train Loss:0.0010436, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:16:33,973 - testrun_ae6f81ee - [INFO] - [E:78| 1400]: Train Loss:0.0010436, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:17:37,313 - testrun_ae6f81ee - [INFO] - [E:78| 1500]: Train Loss:0.0010437, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:18:40,665 - testrun_ae6f81ee - [INFO] - [E:78| 1600]: Train Loss:0.0010439, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:19:22,048 - testrun_ae6f81ee - [INFO] - [Epoch:78]: Training Loss:0.001044 + +2023-06-02 02:19:22,291 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 02:19:43,689 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 02:19:56,082 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 02:20:17,618 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 02:20:29,874 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.49067, Head : 0.32488, Avg : 0.40778 + +2023-06-02 02:20:29,900 - testrun_ae6f81ee - [INFO] - [Epoch 78]: Training Loss: 0.0010438, Valid MRR: 0.41542, + + + +2023-06-02 02:20:30,571 - testrun_ae6f81ee - [INFO] - [E:79| 0]: Train Loss:0.00099629, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:21:33,965 - testrun_ae6f81ee - [INFO] - [E:79| 100]: Train Loss:0.0010359, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:22:37,365 - testrun_ae6f81ee - [INFO] - [E:79| 200]: Train Loss:0.001039, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:23:40,730 - testrun_ae6f81ee - [INFO] - [E:79| 300]: Train Loss:0.0010392, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:24:44,136 - testrun_ae6f81ee - [INFO] - [E:79| 400]: Train Loss:0.0010395, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:25:47,440 - testrun_ae6f81ee - [INFO] - [E:79| 500]: Train Loss:0.0010404, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:26:50,824 - testrun_ae6f81ee - [INFO] - [E:79| 600]: Train Loss:0.0010413, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:27:54,085 - testrun_ae6f81ee - [INFO] - [E:79| 700]: Train Loss:0.0010419, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:28:57,321 - testrun_ae6f81ee - [INFO] - [E:79| 800]: Train Loss:0.0010418, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:30:00,579 - testrun_ae6f81ee - [INFO] - [E:79| 900]: Train Loss:0.001042, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:31:03,840 - testrun_ae6f81ee - [INFO] - [E:79| 1000]: Train Loss:0.0010421, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:32:07,118 - testrun_ae6f81ee - [INFO] - [E:79| 1100]: Train Loss:0.0010417, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:33:10,396 - testrun_ae6f81ee - [INFO] - [E:79| 1200]: Train Loss:0.0010416, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:34:13,698 - testrun_ae6f81ee - [INFO] - [E:79| 1300]: Train Loss:0.0010415, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:35:16,981 - testrun_ae6f81ee - [INFO] - [E:79| 1400]: Train Loss:0.0010421, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:36:20,254 - testrun_ae6f81ee - [INFO] - [E:79| 1500]: Train Loss:0.0010421, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:37:23,515 - testrun_ae6f81ee - [INFO] - [E:79| 1600]: Train Loss:0.0010423, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:38:04,917 - testrun_ae6f81ee - [INFO] - [Epoch:79]: Training Loss:0.001042 + +2023-06-02 02:38:05,158 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 02:38:26,532 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 02:38:38,932 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 02:39:00,485 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 02:39:12,754 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.49521, Head : 0.32007, Avg : 0.40764 + MR: Tail : 366.95, Head : 463.73, Avg : 415.34 + Hit-1: Tail : 0.40053, Head : 0.22061, Avg : 0.31057 + Hit-3: Tail : 0.54592, Head : 0.35615, Avg : 0.45103 + Hit-10: Tail : 0.66766, Head : 0.51905, Avg : 0.59335 +2023-06-02 02:39:12,782 - testrun_ae6f81ee - [INFO] - [Epoch 79]: Training Loss: 0.0010425, Valid MRR: 0.41542, + + + +2023-06-02 02:39:13,460 - testrun_ae6f81ee - [INFO] - [E:80| 0]: Train Loss:0.0010911, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:40:16,937 - testrun_ae6f81ee - [INFO] - [E:80| 100]: Train Loss:0.0010434, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:41:20,331 - testrun_ae6f81ee - [INFO] - [E:80| 200]: Train Loss:0.0010425, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:42:23,752 - testrun_ae6f81ee - [INFO] - [E:80| 300]: Train Loss:0.0010413, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:43:27,210 - testrun_ae6f81ee - [INFO] - [E:80| 400]: Train Loss:0.0010417, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:44:30,578 - testrun_ae6f81ee - [INFO] - [E:80| 500]: Train Loss:0.0010415, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:45:33,894 - testrun_ae6f81ee - [INFO] - [E:80| 600]: Train Loss:0.0010412, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:46:37,202 - testrun_ae6f81ee - [INFO] - [E:80| 700]: Train Loss:0.0010417, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:47:40,505 - testrun_ae6f81ee - [INFO] - [E:80| 800]: Train Loss:0.001041, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:48:43,809 - testrun_ae6f81ee - [INFO] - [E:80| 900]: Train Loss:0.0010413, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:49:47,137 - testrun_ae6f81ee - [INFO] - [E:80| 1000]: Train Loss:0.0010407, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:50:50,468 - testrun_ae6f81ee - [INFO] - [E:80| 1100]: Train Loss:0.0010403, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:51:53,812 - testrun_ae6f81ee - [INFO] - [E:80| 1200]: Train Loss:0.0010403, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:52:57,151 - testrun_ae6f81ee - [INFO] - [E:80| 1300]: Train Loss:0.0010408, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:54:00,480 - testrun_ae6f81ee - [INFO] - [E:80| 1400]: Train Loss:0.0010411, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:55:03,824 - testrun_ae6f81ee - [INFO] - [E:80| 1500]: Train Loss:0.0010413, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:56:07,168 - testrun_ae6f81ee - [INFO] - [E:80| 1600]: Train Loss:0.0010414, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:56:48,569 - testrun_ae6f81ee - [INFO] - [Epoch:80]: Training Loss:0.001041 + +2023-06-02 02:56:48,812 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 02:57:10,188 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 02:57:22,577 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 02:57:44,141 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 02:57:56,408 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.48976, Head : 0.31179, Avg : 0.40078 + +2023-06-02 02:57:56,434 - testrun_ae6f81ee - [INFO] - [Epoch 80]: Training Loss: 0.0010414, Valid MRR: 0.41542, + + + +2023-06-02 02:57:57,111 - testrun_ae6f81ee - [INFO] - [E:81| 0]: Train Loss:0.0010397, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 02:59:00,477 - testrun_ae6f81ee - [INFO] - [E:81| 100]: Train Loss:0.0010421, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:00:03,961 - testrun_ae6f81ee - [INFO] - [E:81| 200]: Train Loss:0.0010414, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:01:07,509 - testrun_ae6f81ee - [INFO] - [E:81| 300]: Train Loss:0.0010394, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:02:10,968 - testrun_ae6f81ee - [INFO] - [E:81| 400]: Train Loss:0.001038, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:03:14,476 - testrun_ae6f81ee - [INFO] - [E:81| 500]: Train Loss:0.0010393, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:04:18,010 - testrun_ae6f81ee - [INFO] - [E:81| 600]: Train Loss:0.0010389, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:05:21,620 - testrun_ae6f81ee - [INFO] - [E:81| 700]: Train Loss:0.0010388, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:06:25,115 - testrun_ae6f81ee - [INFO] - [E:81| 800]: Train Loss:0.0010391, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:07:28,693 - testrun_ae6f81ee - [INFO] - [E:81| 900]: Train Loss:0.0010396, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:08:32,239 - testrun_ae6f81ee - [INFO] - [E:81| 1000]: Train Loss:0.0010397, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:09:35,774 - testrun_ae6f81ee - [INFO] - [E:81| 1100]: Train Loss:0.00104, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:10:39,303 - testrun_ae6f81ee - [INFO] - [E:81| 1200]: Train Loss:0.0010403, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:11:42,791 - testrun_ae6f81ee - [INFO] - [E:81| 1300]: Train Loss:0.0010404, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:12:46,263 - testrun_ae6f81ee - [INFO] - [E:81| 1400]: Train Loss:0.0010401, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:13:49,754 - testrun_ae6f81ee - [INFO] - [E:81| 1500]: Train Loss:0.00104, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:14:53,267 - testrun_ae6f81ee - [INFO] - [E:81| 1600]: Train Loss:0.0010397, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:15:34,777 - testrun_ae6f81ee - [INFO] - [Epoch:81]: Training Loss:0.00104 + +2023-06-02 03:15:35,020 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 03:15:56,442 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 03:16:08,851 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 03:16:30,441 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 03:16:42,758 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.49499, Head : 0.29386, Avg : 0.39443 + +2023-06-02 03:16:42,785 - testrun_ae6f81ee - [INFO] - [Epoch 81]: Training Loss: 0.0010398, Valid MRR: 0.41542, + + + +2023-06-02 03:16:43,459 - testrun_ae6f81ee - [INFO] - [E:82| 0]: Train Loss:0.0010281, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:17:46,990 - testrun_ae6f81ee - [INFO] - [E:82| 100]: Train Loss:0.0010388, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:18:50,509 - testrun_ae6f81ee - [INFO] - [E:82| 200]: Train Loss:0.0010363, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:19:54,024 - testrun_ae6f81ee - [INFO] - [E:82| 300]: Train Loss:0.0010365, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:20:57,538 - testrun_ae6f81ee - [INFO] - [E:82| 400]: Train Loss:0.0010359, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:22:01,076 - testrun_ae6f81ee - [INFO] - [E:82| 500]: Train Loss:0.0010372, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:23:04,610 - testrun_ae6f81ee - [INFO] - [E:82| 600]: Train Loss:0.0010374, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:24:08,129 - testrun_ae6f81ee - [INFO] - [E:82| 700]: Train Loss:0.0010373, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:25:11,651 - testrun_ae6f81ee - [INFO] - [E:82| 800]: Train Loss:0.0010371, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:26:15,251 - testrun_ae6f81ee - [INFO] - [E:82| 900]: Train Loss:0.0010376, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:27:18,927 - testrun_ae6f81ee - [INFO] - [E:82| 1000]: Train Loss:0.0010384, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:28:22,528 - testrun_ae6f81ee - [INFO] - [E:82| 1100]: Train Loss:0.0010384, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:29:26,138 - testrun_ae6f81ee - [INFO] - [E:82| 1200]: Train Loss:0.0010382, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:30:29,725 - testrun_ae6f81ee - [INFO] - [E:82| 1300]: Train Loss:0.0010378, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:31:33,346 - testrun_ae6f81ee - [INFO] - [E:82| 1400]: Train Loss:0.0010384, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:32:36,985 - testrun_ae6f81ee - [INFO] - [E:82| 1500]: Train Loss:0.0010387, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:33:40,558 - testrun_ae6f81ee - [INFO] - [E:82| 1600]: Train Loss:0.0010382, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:34:22,173 - testrun_ae6f81ee - [INFO] - [Epoch:82]: Training Loss:0.001038 + +2023-06-02 03:34:22,420 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 03:34:43,893 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 03:34:56,322 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 03:35:17,913 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 03:35:30,208 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.49908, Head : 0.309, Avg : 0.40404 + +2023-06-02 03:35:30,234 - testrun_ae6f81ee - [INFO] - [Epoch 82]: Training Loss: 0.0010382, Valid MRR: 0.41542, + + + +2023-06-02 03:35:30,913 - testrun_ae6f81ee - [INFO] - [E:83| 0]: Train Loss:0.0010314, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:36:34,581 - testrun_ae6f81ee - [INFO] - [E:83| 100]: Train Loss:0.0010344, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:37:38,332 - testrun_ae6f81ee - [INFO] - [E:83| 200]: Train Loss:0.001039, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:38:41,983 - testrun_ae6f81ee - [INFO] - [E:83| 300]: Train Loss:0.0010393, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:39:45,581 - testrun_ae6f81ee - [INFO] - [E:83| 400]: Train Loss:0.0010386, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:40:49,189 - testrun_ae6f81ee - [INFO] - [E:83| 500]: Train Loss:0.0010378, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:41:52,790 - testrun_ae6f81ee - [INFO] - [E:83| 600]: Train Loss:0.0010377, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:42:56,380 - testrun_ae6f81ee - [INFO] - [E:83| 700]: Train Loss:0.0010382, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:43:59,960 - testrun_ae6f81ee - [INFO] - [E:83| 800]: Train Loss:0.0010389, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:45:03,542 - testrun_ae6f81ee - [INFO] - [E:83| 900]: Train Loss:0.0010386, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:46:07,148 - testrun_ae6f81ee - [INFO] - [E:83| 1000]: Train Loss:0.0010378, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:47:10,768 - testrun_ae6f81ee - [INFO] - [E:83| 1100]: Train Loss:0.0010377, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:48:14,383 - testrun_ae6f81ee - [INFO] - [E:83| 1200]: Train Loss:0.0010374, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:49:18,000 - testrun_ae6f81ee - [INFO] - [E:83| 1300]: Train Loss:0.0010372, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:50:21,613 - testrun_ae6f81ee - [INFO] - [E:83| 1400]: Train Loss:0.0010369, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:51:25,233 - testrun_ae6f81ee - [INFO] - [E:83| 1500]: Train Loss:0.0010371, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:52:28,878 - testrun_ae6f81ee - [INFO] - [E:83| 1600]: Train Loss:0.001037, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:53:10,529 - testrun_ae6f81ee - [INFO] - [Epoch:83]: Training Loss:0.001037 + +2023-06-02 03:53:10,773 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 03:53:32,250 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 03:53:44,712 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 03:54:06,331 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 03:54:18,636 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.49627, Head : 0.31553, Avg : 0.4059 + +2023-06-02 03:54:18,662 - testrun_ae6f81ee - [INFO] - [Epoch 83]: Training Loss: 0.0010369, Valid MRR: 0.41542, + + + +2023-06-02 03:54:19,335 - testrun_ae6f81ee - [INFO] - [E:84| 0]: Train Loss:0.0010209, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:55:23,035 - testrun_ae6f81ee - [INFO] - [E:84| 100]: Train Loss:0.0010352, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:56:26,766 - testrun_ae6f81ee - [INFO] - [E:84| 200]: Train Loss:0.0010342, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:57:30,387 - testrun_ae6f81ee - [INFO] - [E:84| 300]: Train Loss:0.001034, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:58:34,077 - testrun_ae6f81ee - [INFO] - [E:84| 400]: Train Loss:0.0010333, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 03:59:37,757 - testrun_ae6f81ee - [INFO] - [E:84| 500]: Train Loss:0.0010335, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:00:41,384 - testrun_ae6f81ee - [INFO] - [E:84| 600]: Train Loss:0.0010338, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:01:45,094 - testrun_ae6f81ee - [INFO] - [E:84| 700]: Train Loss:0.0010344, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:02:48,666 - testrun_ae6f81ee - [INFO] - [E:84| 800]: Train Loss:0.001035, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:03:52,186 - testrun_ae6f81ee - [INFO] - [E:84| 900]: Train Loss:0.0010352, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:04:55,747 - testrun_ae6f81ee - [INFO] - [E:84| 1000]: Train Loss:0.0010347, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:05:59,440 - testrun_ae6f81ee - [INFO] - [E:84| 1100]: Train Loss:0.0010349, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:07:03,067 - testrun_ae6f81ee - [INFO] - [E:84| 1200]: Train Loss:0.0010351, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:08:06,669 - testrun_ae6f81ee - [INFO] - [E:84| 1300]: Train Loss:0.001035, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:09:10,328 - testrun_ae6f81ee - [INFO] - [E:84| 1400]: Train Loss:0.0010352, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:10:13,917 - testrun_ae6f81ee - [INFO] - [E:84| 1500]: Train Loss:0.0010355, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:11:17,537 - testrun_ae6f81ee - [INFO] - [E:84| 1600]: Train Loss:0.0010359, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:11:59,117 - testrun_ae6f81ee - [INFO] - [Epoch:84]: Training Loss:0.001036 + +2023-06-02 04:11:59,360 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 04:12:20,803 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 04:12:33,226 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 04:12:54,851 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 04:13:07,146 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.49485, Head : 0.31773, Avg : 0.40629 + +2023-06-02 04:13:07,173 - testrun_ae6f81ee - [INFO] - [Epoch 84]: Training Loss: 0.0010359, Valid MRR: 0.41542, + + + +2023-06-02 04:13:07,847 - testrun_ae6f81ee - [INFO] - [E:85| 0]: Train Loss:0.0010111, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:14:11,383 - testrun_ae6f81ee - [INFO] - [E:85| 100]: Train Loss:0.0010317, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:15:15,034 - testrun_ae6f81ee - [INFO] - [E:85| 200]: Train Loss:0.0010332, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:16:18,699 - testrun_ae6f81ee - [INFO] - [E:85| 300]: Train Loss:0.001034, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:17:22,922 - testrun_ae6f81ee - [INFO] - [E:85| 400]: Train Loss:0.001034, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:18:26,580 - testrun_ae6f81ee - [INFO] - [E:85| 500]: Train Loss:0.0010339, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:19:30,249 - testrun_ae6f81ee - [INFO] - [E:85| 600]: Train Loss:0.0010333, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:20:33,856 - testrun_ae6f81ee - [INFO] - [E:85| 700]: Train Loss:0.0010332, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:21:38,220 - testrun_ae6f81ee - [INFO] - [E:85| 800]: Train Loss:0.0010339, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:22:43,293 - testrun_ae6f81ee - [INFO] - [E:85| 900]: Train Loss:0.0010341, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:23:46,921 - testrun_ae6f81ee - [INFO] - [E:85| 1000]: Train Loss:0.0010345, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:24:50,985 - testrun_ae6f81ee - [INFO] - [E:85| 1100]: Train Loss:0.0010348, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:25:58,010 - testrun_ae6f81ee - [INFO] - [E:85| 1200]: Train Loss:0.0010351, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:27:01,625 - testrun_ae6f81ee - [INFO] - [E:85| 1300]: Train Loss:0.0010351, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:28:05,187 - testrun_ae6f81ee - [INFO] - [E:85| 1400]: Train Loss:0.0010351, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:29:08,753 - testrun_ae6f81ee - [INFO] - [E:85| 1500]: Train Loss:0.0010353, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:30:12,351 - testrun_ae6f81ee - [INFO] - [E:85| 1600]: Train Loss:0.0010351, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:30:53,892 - testrun_ae6f81ee - [INFO] - [Epoch:85]: Training Loss:0.001035 + +2023-06-02 04:30:54,135 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 04:31:15,556 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 04:31:27,967 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 04:31:49,578 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 04:32:01,873 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.49441, Head : 0.32301, Avg : 0.40871 + +2023-06-02 04:32:01,899 - testrun_ae6f81ee - [INFO] - [Epoch 85]: Training Loss: 0.001035, Valid MRR: 0.41542, + + + +2023-06-02 04:32:02,572 - testrun_ae6f81ee - [INFO] - [E:86| 0]: Train Loss:0.0010939, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:33:06,070 - testrun_ae6f81ee - [INFO] - [E:86| 100]: Train Loss:0.0010322, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:34:09,534 - testrun_ae6f81ee - [INFO] - [E:86| 200]: Train Loss:0.0010308, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:35:12,991 - testrun_ae6f81ee - [INFO] - [E:86| 300]: Train Loss:0.0010312, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:36:16,473 - testrun_ae6f81ee - [INFO] - [E:86| 400]: Train Loss:0.0010313, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:37:19,940 - testrun_ae6f81ee - [INFO] - [E:86| 500]: Train Loss:0.0010321, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:38:23,414 - testrun_ae6f81ee - [INFO] - [E:86| 600]: Train Loss:0.0010321, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:39:26,895 - testrun_ae6f81ee - [INFO] - [E:86| 700]: Train Loss:0.0010322, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:40:30,402 - testrun_ae6f81ee - [INFO] - [E:86| 800]: Train Loss:0.0010319, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:41:33,967 - testrun_ae6f81ee - [INFO] - [E:86| 900]: Train Loss:0.0010322, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:42:37,618 - testrun_ae6f81ee - [INFO] - [E:86| 1000]: Train Loss:0.0010325, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:43:41,344 - testrun_ae6f81ee - [INFO] - [E:86| 1100]: Train Loss:0.0010328, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:44:44,875 - testrun_ae6f81ee - [INFO] - [E:86| 1200]: Train Loss:0.0010323, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:45:48,464 - testrun_ae6f81ee - [INFO] - [E:86| 1300]: Train Loss:0.0010323, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:46:52,015 - testrun_ae6f81ee - [INFO] - [E:86| 1400]: Train Loss:0.0010329, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:47:55,546 - testrun_ae6f81ee - [INFO] - [E:86| 1500]: Train Loss:0.0010333, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:48:59,063 - testrun_ae6f81ee - [INFO] - [E:86| 1600]: Train Loss:0.0010334, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:49:40,579 - testrun_ae6f81ee - [INFO] - [Epoch:86]: Training Loss:0.001033 + +2023-06-02 04:49:40,822 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 04:50:02,257 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 04:50:14,676 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 04:50:36,267 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 04:50:48,576 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.49545, Head : 0.29158, Avg : 0.39351 + +2023-06-02 04:50:48,602 - testrun_ae6f81ee - [INFO] - [Epoch 86]: Training Loss: 0.0010335, Valid MRR: 0.41542, + + + +2023-06-02 04:50:49,277 - testrun_ae6f81ee - [INFO] - [E:87| 0]: Train Loss:0.001035, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:51:52,886 - testrun_ae6f81ee - [INFO] - [E:87| 100]: Train Loss:0.0010358, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:52:56,500 - testrun_ae6f81ee - [INFO] - [E:87| 200]: Train Loss:0.0010325, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:54:00,118 - testrun_ae6f81ee - [INFO] - [E:87| 300]: Train Loss:0.0010313, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:55:03,730 - testrun_ae6f81ee - [INFO] - [E:87| 400]: Train Loss:0.0010313, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:56:07,345 - testrun_ae6f81ee - [INFO] - [E:87| 500]: Train Loss:0.0010313, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:57:10,970 - testrun_ae6f81ee - [INFO] - [E:87| 600]: Train Loss:0.0010313, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:58:14,610 - testrun_ae6f81ee - [INFO] - [E:87| 700]: Train Loss:0.0010311, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 04:59:18,178 - testrun_ae6f81ee - [INFO] - [E:87| 800]: Train Loss:0.0010319, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:00:21,782 - testrun_ae6f81ee - [INFO] - [E:87| 900]: Train Loss:0.001032, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:01:25,401 - testrun_ae6f81ee - [INFO] - [E:87| 1000]: Train Loss:0.0010325, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:02:28,935 - testrun_ae6f81ee - [INFO] - [E:87| 1100]: Train Loss:0.0010326, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:03:32,599 - testrun_ae6f81ee - [INFO] - [E:87| 1200]: Train Loss:0.0010329, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:04:36,228 - testrun_ae6f81ee - [INFO] - [E:87| 1300]: Train Loss:0.0010328, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:05:39,846 - testrun_ae6f81ee - [INFO] - [E:87| 1400]: Train Loss:0.0010326, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:06:43,527 - testrun_ae6f81ee - [INFO] - [E:87| 1500]: Train Loss:0.0010326, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:07:47,173 - testrun_ae6f81ee - [INFO] - [E:87| 1600]: Train Loss:0.0010326, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:08:28,695 - testrun_ae6f81ee - [INFO] - [Epoch:87]: Training Loss:0.001033 + +2023-06-02 05:08:28,937 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 05:08:50,396 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 05:09:02,813 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 05:09:24,399 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 05:09:36,698 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.49895, Head : 0.32608, Avg : 0.41251 + +2023-06-02 05:09:36,724 - testrun_ae6f81ee - [INFO] - [Epoch 87]: Training Loss: 0.0010327, Valid MRR: 0.41542, + + + +2023-06-02 05:09:37,399 - testrun_ae6f81ee - [INFO] - [E:88| 0]: Train Loss:0.00099329, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:10:41,041 - testrun_ae6f81ee - [INFO] - [E:88| 100]: Train Loss:0.0010305, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:11:44,651 - testrun_ae6f81ee - [INFO] - [E:88| 200]: Train Loss:0.0010291, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:12:48,216 - testrun_ae6f81ee - [INFO] - [E:88| 300]: Train Loss:0.0010298, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:13:51,758 - testrun_ae6f81ee - [INFO] - [E:88| 400]: Train Loss:0.0010284, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:14:55,311 - testrun_ae6f81ee - [INFO] - [E:88| 500]: Train Loss:0.0010296, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:15:58,855 - testrun_ae6f81ee - [INFO] - [E:88| 600]: Train Loss:0.0010298, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:17:02,417 - testrun_ae6f81ee - [INFO] - [E:88| 700]: Train Loss:0.0010306, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:18:05,955 - testrun_ae6f81ee - [INFO] - [E:88| 800]: Train Loss:0.0010307, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:19:09,490 - testrun_ae6f81ee - [INFO] - [E:88| 900]: Train Loss:0.0010305, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:20:13,066 - testrun_ae6f81ee - [INFO] - [E:88| 1000]: Train Loss:0.0010303, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:21:16,640 - testrun_ae6f81ee - [INFO] - [E:88| 1100]: Train Loss:0.0010305, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:22:20,249 - testrun_ae6f81ee - [INFO] - [E:88| 1200]: Train Loss:0.0010305, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:23:23,841 - testrun_ae6f81ee - [INFO] - [E:88| 1300]: Train Loss:0.0010305, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:24:27,421 - testrun_ae6f81ee - [INFO] - [E:88| 1400]: Train Loss:0.0010307, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:25:31,054 - testrun_ae6f81ee - [INFO] - [E:88| 1500]: Train Loss:0.0010307, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:26:34,603 - testrun_ae6f81ee - [INFO] - [E:88| 1600]: Train Loss:0.0010309, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:27:16,178 - testrun_ae6f81ee - [INFO] - [Epoch:88]: Training Loss:0.001031 + +2023-06-02 05:27:16,421 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 05:27:37,879 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 05:27:50,311 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 05:28:11,932 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 05:28:24,240 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.49606, Head : 0.32114, Avg : 0.4086 + +2023-06-02 05:28:24,267 - testrun_ae6f81ee - [INFO] - [Epoch 88]: Training Loss: 0.0010311, Valid MRR: 0.41542, + + + +2023-06-02 05:28:24,947 - testrun_ae6f81ee - [INFO] - [E:89| 0]: Train Loss:0.0010733, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:29:28,552 - testrun_ae6f81ee - [INFO] - [E:89| 100]: Train Loss:0.0010284, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:30:32,169 - testrun_ae6f81ee - [INFO] - [E:89| 200]: Train Loss:0.0010294, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:31:35,813 - testrun_ae6f81ee - [INFO] - [E:89| 300]: Train Loss:0.0010309, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:32:39,425 - testrun_ae6f81ee - [INFO] - [E:89| 400]: Train Loss:0.0010299, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:33:43,044 - testrun_ae6f81ee - [INFO] - [E:89| 500]: Train Loss:0.0010298, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:34:46,647 - testrun_ae6f81ee - [INFO] - [E:89| 600]: Train Loss:0.0010304, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:35:50,282 - testrun_ae6f81ee - [INFO] - [E:89| 700]: Train Loss:0.0010302, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:36:53,931 - testrun_ae6f81ee - [INFO] - [E:89| 800]: Train Loss:0.0010306, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:37:57,556 - testrun_ae6f81ee - [INFO] - [E:89| 900]: Train Loss:0.0010304, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:39:01,183 - testrun_ae6f81ee - [INFO] - [E:89| 1000]: Train Loss:0.0010304, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:40:04,809 - testrun_ae6f81ee - [INFO] - [E:89| 1100]: Train Loss:0.0010305, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:41:08,412 - testrun_ae6f81ee - [INFO] - [E:89| 1200]: Train Loss:0.0010302, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:42:12,038 - testrun_ae6f81ee - [INFO] - [E:89| 1300]: Train Loss:0.0010303, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:43:15,644 - testrun_ae6f81ee - [INFO] - [E:89| 1400]: Train Loss:0.0010302, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:44:19,279 - testrun_ae6f81ee - [INFO] - [E:89| 1500]: Train Loss:0.0010299, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:45:22,913 - testrun_ae6f81ee - [INFO] - [E:89| 1600]: Train Loss:0.0010301, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:46:04,523 - testrun_ae6f81ee - [INFO] - [Epoch:89]: Training Loss:0.00103 + +2023-06-02 05:46:04,766 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 05:46:26,210 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 05:46:38,647 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 05:47:00,286 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 05:47:12,594 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.49418, Head : 0.31144, Avg : 0.40281 + MR: Tail : 372.84, Head : 466.28, Avg : 419.56 + Hit-1: Tail : 0.39524, Head : 0.20225, Avg : 0.29874 + Hit-3: Tail : 0.54919, Head : 0.35822, Avg : 0.45371 + Hit-10: Tail : 0.67162, Head : 0.52638, Avg : 0.599 +2023-06-02 05:47:12,622 - testrun_ae6f81ee - [INFO] - [Epoch 89]: Training Loss: 0.0010297, Valid MRR: 0.41542, + + + +2023-06-02 05:47:13,297 - testrun_ae6f81ee - [INFO] - [E:90| 0]: Train Loss:0.0010137, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:48:16,961 - testrun_ae6f81ee - [INFO] - [E:90| 100]: Train Loss:0.0010294, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:49:20,591 - testrun_ae6f81ee - [INFO] - [E:90| 200]: Train Loss:0.001029, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:50:24,227 - testrun_ae6f81ee - [INFO] - [E:90| 300]: Train Loss:0.0010286, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:51:27,868 - testrun_ae6f81ee - [INFO] - [E:90| 400]: Train Loss:0.001029, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:52:31,525 - testrun_ae6f81ee - [INFO] - [E:90| 500]: Train Loss:0.0010296, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:53:35,170 - testrun_ae6f81ee - [INFO] - [E:90| 600]: Train Loss:0.0010293, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:54:38,823 - testrun_ae6f81ee - [INFO] - [E:90| 700]: Train Loss:0.0010288, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:55:42,454 - testrun_ae6f81ee - [INFO] - [E:90| 800]: Train Loss:0.0010286, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:56:46,094 - testrun_ae6f81ee - [INFO] - [E:90| 900]: Train Loss:0.0010289, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:57:49,743 - testrun_ae6f81ee - [INFO] - [E:90| 1000]: Train Loss:0.0010286, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:58:53,377 - testrun_ae6f81ee - [INFO] - [E:90| 1100]: Train Loss:0.0010282, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 05:59:57,017 - testrun_ae6f81ee - [INFO] - [E:90| 1200]: Train Loss:0.0010287, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:01:00,661 - testrun_ae6f81ee - [INFO] - [E:90| 1300]: Train Loss:0.0010289, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:02:04,322 - testrun_ae6f81ee - [INFO] - [E:90| 1400]: Train Loss:0.0010291, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:03:07,968 - testrun_ae6f81ee - [INFO] - [E:90| 1500]: Train Loss:0.0010289, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:04:11,671 - testrun_ae6f81ee - [INFO] - [E:90| 1600]: Train Loss:0.0010289, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:04:53,290 - testrun_ae6f81ee - [INFO] - [Epoch:90]: Training Loss:0.001029 + +2023-06-02 06:04:53,534 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 06:05:14,986 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 06:05:27,424 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 06:05:49,089 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 06:06:01,390 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.49236, Head : 0.28808, Avg : 0.39022 + +2023-06-02 06:06:01,417 - testrun_ae6f81ee - [INFO] - [Epoch 90]: Training Loss: 0.0010289, Valid MRR: 0.41542, + + + +2023-06-02 06:06:02,095 - testrun_ae6f81ee - [INFO] - [E:91| 0]: Train Loss:0.001036, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:07:05,763 - testrun_ae6f81ee - [INFO] - [E:91| 100]: Train Loss:0.0010282, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:08:09,414 - testrun_ae6f81ee - [INFO] - [E:91| 200]: Train Loss:0.00103, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:09:13,080 - testrun_ae6f81ee - [INFO] - [E:91| 300]: Train Loss:0.0010277, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:10:16,762 - testrun_ae6f81ee - [INFO] - [E:91| 400]: Train Loss:0.0010277, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:11:20,344 - testrun_ae6f81ee - [INFO] - [E:91| 500]: Train Loss:0.0010279, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:12:23,995 - testrun_ae6f81ee - [INFO] - [E:91| 600]: Train Loss:0.001028, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:13:27,650 - testrun_ae6f81ee - [INFO] - [E:91| 700]: Train Loss:0.0010281, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:14:31,318 - testrun_ae6f81ee - [INFO] - [E:91| 800]: Train Loss:0.0010283, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:15:35,008 - testrun_ae6f81ee - [INFO] - [E:91| 900]: Train Loss:0.0010282, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:16:38,593 - testrun_ae6f81ee - [INFO] - [E:91| 1000]: Train Loss:0.0010285, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:17:42,157 - testrun_ae6f81ee - [INFO] - [E:91| 1100]: Train Loss:0.0010279, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:18:45,797 - testrun_ae6f81ee - [INFO] - [E:91| 1200]: Train Loss:0.0010278, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:19:49,449 - testrun_ae6f81ee - [INFO] - [E:91| 1300]: Train Loss:0.0010276, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:20:53,075 - testrun_ae6f81ee - [INFO] - [E:91| 1400]: Train Loss:0.001028, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:21:56,711 - testrun_ae6f81ee - [INFO] - [E:91| 1500]: Train Loss:0.001028, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:23:00,369 - testrun_ae6f81ee - [INFO] - [E:91| 1600]: Train Loss:0.0010281, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:23:41,920 - testrun_ae6f81ee - [INFO] - [Epoch:91]: Training Loss:0.001028 + +2023-06-02 06:23:42,170 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 06:24:03,604 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 06:24:16,025 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 06:24:37,641 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 06:24:49,942 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.49891, Head : 0.30229, Avg : 0.4006 + +2023-06-02 06:24:49,968 - testrun_ae6f81ee - [INFO] - [Epoch 91]: Training Loss: 0.001028, Valid MRR: 0.41542, + + + +2023-06-02 06:24:50,643 - testrun_ae6f81ee - [INFO] - [E:92| 0]: Train Loss:0.0010098, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:25:54,306 - testrun_ae6f81ee - [INFO] - [E:92| 100]: Train Loss:0.0010222, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:26:57,975 - testrun_ae6f81ee - [INFO] - [E:92| 200]: Train Loss:0.0010258, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:28:01,591 - testrun_ae6f81ee - [INFO] - [E:92| 300]: Train Loss:0.0010248, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:29:05,327 - testrun_ae6f81ee - [INFO] - [E:92| 400]: Train Loss:0.0010241, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:30:09,009 - testrun_ae6f81ee - [INFO] - [E:92| 500]: Train Loss:0.0010263, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:31:12,570 - testrun_ae6f81ee - [INFO] - [E:92| 600]: Train Loss:0.0010255, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:32:16,071 - testrun_ae6f81ee - [INFO] - [E:92| 700]: Train Loss:0.0010251, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:33:19,560 - testrun_ae6f81ee - [INFO] - [E:92| 800]: Train Loss:0.0010257, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:34:23,084 - testrun_ae6f81ee - [INFO] - [E:92| 900]: Train Loss:0.0010259, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:35:26,559 - testrun_ae6f81ee - [INFO] - [E:92| 1000]: Train Loss:0.0010258, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:36:30,052 - testrun_ae6f81ee - [INFO] - [E:92| 1100]: Train Loss:0.0010263, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:37:33,550 - testrun_ae6f81ee - [INFO] - [E:92| 1200]: Train Loss:0.0010262, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:38:37,046 - testrun_ae6f81ee - [INFO] - [E:92| 1300]: Train Loss:0.0010265, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:39:40,527 - testrun_ae6f81ee - [INFO] - [E:92| 1400]: Train Loss:0.0010268, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:40:44,009 - testrun_ae6f81ee - [INFO] - [E:92| 1500]: Train Loss:0.0010269, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:41:47,485 - testrun_ae6f81ee - [INFO] - [E:92| 1600]: Train Loss:0.0010268, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:42:28,975 - testrun_ae6f81ee - [INFO] - [Epoch:92]: Training Loss:0.001027 + +2023-06-02 06:42:29,218 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 06:42:50,648 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 06:43:03,065 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 06:43:24,648 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 06:43:36,950 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.49807, Head : 0.28982, Avg : 0.39394 + +2023-06-02 06:43:36,976 - testrun_ae6f81ee - [INFO] - [Epoch 92]: Training Loss: 0.0010268, Valid MRR: 0.41542, + + + +2023-06-02 06:43:37,655 - testrun_ae6f81ee - [INFO] - [E:93| 0]: Train Loss:0.0010405, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:44:41,248 - testrun_ae6f81ee - [INFO] - [E:93| 100]: Train Loss:0.0010238, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:45:44,850 - testrun_ae6f81ee - [INFO] - [E:93| 200]: Train Loss:0.001022, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:46:48,475 - testrun_ae6f81ee - [INFO] - [E:93| 300]: Train Loss:0.0010223, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:47:52,071 - testrun_ae6f81ee - [INFO] - [E:93| 400]: Train Loss:0.0010222, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:48:55,685 - testrun_ae6f81ee - [INFO] - [E:93| 500]: Train Loss:0.0010226, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:49:59,300 - testrun_ae6f81ee - [INFO] - [E:93| 600]: Train Loss:0.0010237, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:51:02,929 - testrun_ae6f81ee - [INFO] - [E:93| 700]: Train Loss:0.0010243, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:52:16,963 - testrun_ae6f81ee - [INFO] - [E:93| 800]: Train Loss:0.0010245, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:53:56,718 - testrun_ae6f81ee - [INFO] - [E:93| 900]: Train Loss:0.0010249, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:55:08,452 - testrun_ae6f81ee - [INFO] - [E:93| 1000]: Train Loss:0.001025, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:56:12,000 - testrun_ae6f81ee - [INFO] - [E:93| 1100]: Train Loss:0.001025, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:57:15,605 - testrun_ae6f81ee - [INFO] - [E:93| 1200]: Train Loss:0.0010248, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:58:19,183 - testrun_ae6f81ee - [INFO] - [E:93| 1300]: Train Loss:0.0010249, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 06:59:22,702 - testrun_ae6f81ee - [INFO] - [E:93| 1400]: Train Loss:0.0010251, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:00:26,383 - testrun_ae6f81ee - [INFO] - [E:93| 1500]: Train Loss:0.0010253, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:01:30,055 - testrun_ae6f81ee - [INFO] - [E:93| 1600]: Train Loss:0.0010253, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:02:11,614 - testrun_ae6f81ee - [INFO] - [Epoch:93]: Training Loss:0.001026 + +2023-06-02 07:02:11,856 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 07:02:33,264 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 07:02:45,835 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 07:03:07,424 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 07:03:19,810 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.49375, Head : 0.29552, Avg : 0.39463 + +2023-06-02 07:03:19,836 - testrun_ae6f81ee - [INFO] - [Epoch 93]: Training Loss: 0.0010257, Valid MRR: 0.41542, + + + +2023-06-02 07:03:20,510 - testrun_ae6f81ee - [INFO] - [E:94| 0]: Train Loss:0.0010108, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:04:24,136 - testrun_ae6f81ee - [INFO] - [E:94| 100]: Train Loss:0.0010225, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:05:28,299 - testrun_ae6f81ee - [INFO] - [E:94| 200]: Train Loss:0.001025, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:06:32,116 - testrun_ae6f81ee - [INFO] - [E:94| 300]: Train Loss:0.0010242, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:07:50,987 - testrun_ae6f81ee - [INFO] - [E:94| 400]: Train Loss:0.0010236, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:09:45,925 - testrun_ae6f81ee - [INFO] - [E:94| 500]: Train Loss:0.0010243, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:11:40,532 - testrun_ae6f81ee - [INFO] - [E:94| 600]: Train Loss:0.0010246, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:13:35,422 - testrun_ae6f81ee - [INFO] - [E:94| 700]: Train Loss:0.001024, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:15:30,454 - testrun_ae6f81ee - [INFO] - [E:94| 800]: Train Loss:0.0010238, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:17:25,605 - testrun_ae6f81ee - [INFO] - [E:94| 900]: Train Loss:0.0010237, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:19:20,826 - testrun_ae6f81ee - [INFO] - [E:94| 1000]: Train Loss:0.0010245, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:21:15,696 - testrun_ae6f81ee - [INFO] - [E:94| 1100]: Train Loss:0.0010249, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:23:10,832 - testrun_ae6f81ee - [INFO] - [E:94| 1200]: Train Loss:0.0010249, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:25:06,182 - testrun_ae6f81ee - [INFO] - [E:94| 1300]: Train Loss:0.0010249, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:27:01,083 - testrun_ae6f81ee - [INFO] - [E:94| 1400]: Train Loss:0.0010248, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:28:56,254 - testrun_ae6f81ee - [INFO] - [E:94| 1500]: Train Loss:0.0010249, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:30:51,375 - testrun_ae6f81ee - [INFO] - [E:94| 1600]: Train Loss:0.0010251, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:32:06,530 - testrun_ae6f81ee - [INFO] - [Epoch:94]: Training Loss:0.001025 + +2023-06-02 07:32:07,069 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 07:32:47,801 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 07:33:11,531 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 07:33:52,453 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 07:34:15,808 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.49638, Head : 0.30293, Avg : 0.39966 + +2023-06-02 07:34:15,838 - testrun_ae6f81ee - [INFO] - [Epoch 94]: Training Loss: 0.0010252, Valid MRR: 0.41542, + + + +2023-06-02 07:34:17,016 - testrun_ae6f81ee - [INFO] - [E:95| 0]: Train Loss:0.0010453, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:36:11,885 - testrun_ae6f81ee - [INFO] - [E:95| 100]: Train Loss:0.0010214, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:38:06,709 - testrun_ae6f81ee - [INFO] - [E:95| 200]: Train Loss:0.0010223, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:40:01,735 - testrun_ae6f81ee - [INFO] - [E:95| 300]: Train Loss:0.0010216, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:41:56,914 - testrun_ae6f81ee - [INFO] - [E:95| 400]: Train Loss:0.0010199, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:43:51,605 - testrun_ae6f81ee - [INFO] - [E:95| 500]: Train Loss:0.0010206, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:45:46,106 - testrun_ae6f81ee - [INFO] - [E:95| 600]: Train Loss:0.0010211, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:47:41,424 - testrun_ae6f81ee - [INFO] - [E:95| 700]: Train Loss:0.0010211, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:49:36,545 - testrun_ae6f81ee - [INFO] - [E:95| 800]: Train Loss:0.0010215, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:51:31,327 - testrun_ae6f81ee - [INFO] - [E:95| 900]: Train Loss:0.0010217, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:53:26,207 - testrun_ae6f81ee - [INFO] - [E:95| 1000]: Train Loss:0.001022, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:55:20,986 - testrun_ae6f81ee - [INFO] - [E:95| 1100]: Train Loss:0.001023, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:57:15,803 - testrun_ae6f81ee - [INFO] - [E:95| 1200]: Train Loss:0.0010232, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 07:59:10,536 - testrun_ae6f81ee - [INFO] - [E:95| 1300]: Train Loss:0.0010228, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:01:05,758 - testrun_ae6f81ee - [INFO] - [E:95| 1400]: Train Loss:0.0010231, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:03:00,997 - testrun_ae6f81ee - [INFO] - [E:95| 1500]: Train Loss:0.0010231, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:04:55,965 - testrun_ae6f81ee - [INFO] - [E:95| 1600]: Train Loss:0.0010235, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:06:11,175 - testrun_ae6f81ee - [INFO] - [Epoch:95]: Training Loss:0.001024 + +2023-06-02 08:06:11,537 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 08:06:52,298 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 08:07:15,946 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 08:07:57,048 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 08:08:20,267 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.49143, Head : 0.29483, Avg : 0.39313 + +2023-06-02 08:08:20,293 - testrun_ae6f81ee - [INFO] - [Epoch 95]: Training Loss: 0.0010235, Valid MRR: 0.41542, + + + +2023-06-02 08:08:21,472 - testrun_ae6f81ee - [INFO] - [E:96| 0]: Train Loss:0.0010106, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:10:16,488 - testrun_ae6f81ee - [INFO] - [E:96| 100]: Train Loss:0.0010258, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:12:11,332 - testrun_ae6f81ee - [INFO] - [E:96| 200]: Train Loss:0.0010217, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:14:06,100 - testrun_ae6f81ee - [INFO] - [E:96| 300]: Train Loss:0.0010208, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:16:01,000 - testrun_ae6f81ee - [INFO] - [E:96| 400]: Train Loss:0.0010225, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:17:56,117 - testrun_ae6f81ee - [INFO] - [E:96| 500]: Train Loss:0.0010223, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:19:50,688 - testrun_ae6f81ee - [INFO] - [E:96| 600]: Train Loss:0.0010234, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:21:45,681 - testrun_ae6f81ee - [INFO] - [E:96| 700]: Train Loss:0.0010232, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:23:40,517 - testrun_ae6f81ee - [INFO] - [E:96| 800]: Train Loss:0.0010231, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:25:35,723 - testrun_ae6f81ee - [INFO] - [E:96| 900]: Train Loss:0.0010233, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:27:31,044 - testrun_ae6f81ee - [INFO] - [E:96| 1000]: Train Loss:0.0010228, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:29:26,532 - testrun_ae6f81ee - [INFO] - [E:96| 1100]: Train Loss:0.0010231, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:31:21,687 - testrun_ae6f81ee - [INFO] - [E:96| 1200]: Train Loss:0.001023, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:33:16,554 - testrun_ae6f81ee - [INFO] - [E:96| 1300]: Train Loss:0.0010232, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:35:11,762 - testrun_ae6f81ee - [INFO] - [E:96| 1400]: Train Loss:0.001023, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:37:06,817 - testrun_ae6f81ee - [INFO] - [E:96| 1500]: Train Loss:0.001023, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:39:01,749 - testrun_ae6f81ee - [INFO] - [E:96| 1600]: Train Loss:0.0010228, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:40:16,908 - testrun_ae6f81ee - [INFO] - [Epoch:96]: Training Loss:0.001023 + +2023-06-02 08:40:17,352 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 08:40:58,145 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 08:41:22,010 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 08:42:02,937 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 08:42:26,429 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.49733, Head : 0.28518, Avg : 0.39125 + +2023-06-02 08:42:26,463 - testrun_ae6f81ee - [INFO] - [Epoch 96]: Training Loss: 0.0010229, Valid MRR: 0.41542, + + + +2023-06-02 08:42:27,642 - testrun_ae6f81ee - [INFO] - [E:97| 0]: Train Loss:0.0010566, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:44:22,693 - testrun_ae6f81ee - [INFO] - [E:97| 100]: Train Loss:0.0010184, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:46:17,962 - testrun_ae6f81ee - [INFO] - [E:97| 200]: Train Loss:0.0010203, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:48:12,968 - testrun_ae6f81ee - [INFO] - [E:97| 300]: Train Loss:0.0010216, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:50:07,959 - testrun_ae6f81ee - [INFO] - [E:97| 400]: Train Loss:0.0010207, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:52:02,868 - testrun_ae6f81ee - [INFO] - [E:97| 500]: Train Loss:0.0010205, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:53:57,723 - testrun_ae6f81ee - [INFO] - [E:97| 600]: Train Loss:0.0010202, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:55:52,561 - testrun_ae6f81ee - [INFO] - [E:97| 700]: Train Loss:0.00102, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:57:47,443 - testrun_ae6f81ee - [INFO] - [E:97| 800]: Train Loss:0.0010207, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 08:59:42,765 - testrun_ae6f81ee - [INFO] - [E:97| 900]: Train Loss:0.0010205, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:01:37,741 - testrun_ae6f81ee - [INFO] - [E:97| 1000]: Train Loss:0.0010205, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:03:32,871 - testrun_ae6f81ee - [INFO] - [E:97| 1100]: Train Loss:0.0010203, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:05:27,840 - testrun_ae6f81ee - [INFO] - [E:97| 1200]: Train Loss:0.001021, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:07:05,321 - testrun_ae6f81ee - [INFO] - [E:97| 1300]: Train Loss:0.0010211, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:08:37,258 - testrun_ae6f81ee - [INFO] - [E:97| 1400]: Train Loss:0.0010215, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:10:09,310 - testrun_ae6f81ee - [INFO] - [E:97| 1500]: Train Loss:0.0010215, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:11:41,586 - testrun_ae6f81ee - [INFO] - [E:97| 1600]: Train Loss:0.001022, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:12:41,660 - testrun_ae6f81ee - [INFO] - [Epoch:97]: Training Loss:0.001022 + +2023-06-02 09:12:41,946 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 09:13:12,902 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 09:13:30,856 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 09:14:01,852 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 09:14:19,564 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.49453, Head : 0.27534, Avg : 0.38494 + +2023-06-02 09:14:19,595 - testrun_ae6f81ee - [INFO] - [Epoch 97]: Training Loss: 0.0010222, Valid MRR: 0.41542, + + + +2023-06-02 09:14:20,475 - testrun_ae6f81ee - [INFO] - [E:98| 0]: Train Loss:0.0010204, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:15:51,909 - testrun_ae6f81ee - [INFO] - [E:98| 100]: Train Loss:0.0010156, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:17:23,222 - testrun_ae6f81ee - [INFO] - [E:98| 200]: Train Loss:0.0010185, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:18:55,326 - testrun_ae6f81ee - [INFO] - [E:98| 300]: Train Loss:0.0010189, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:20:42,243 - testrun_ae6f81ee - [INFO] - [E:98| 400]: Train Loss:0.0010192, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:22:37,069 - testrun_ae6f81ee - [INFO] - [E:98| 500]: Train Loss:0.0010195, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:24:31,906 - testrun_ae6f81ee - [INFO] - [E:98| 600]: Train Loss:0.0010195, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:26:26,410 - testrun_ae6f81ee - [INFO] - [E:98| 700]: Train Loss:0.0010194, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:28:21,862 - testrun_ae6f81ee - [INFO] - [E:98| 800]: Train Loss:0.0010196, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:30:16,749 - testrun_ae6f81ee - [INFO] - [E:98| 900]: Train Loss:0.00102, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:32:12,037 - testrun_ae6f81ee - [INFO] - [E:98| 1000]: Train Loss:0.0010204, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:34:07,149 - testrun_ae6f81ee - [INFO] - [E:98| 1100]: Train Loss:0.0010203, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:36:02,228 - testrun_ae6f81ee - [INFO] - [E:98| 1200]: Train Loss:0.0010207, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:37:57,138 - testrun_ae6f81ee - [INFO] - [E:98| 1300]: Train Loss:0.001021, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:39:51,760 - testrun_ae6f81ee - [INFO] - [E:98| 1400]: Train Loss:0.0010213, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:41:46,828 - testrun_ae6f81ee - [INFO] - [E:98| 1500]: Train Loss:0.0010208, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:43:41,856 - testrun_ae6f81ee - [INFO] - [E:98| 1600]: Train Loss:0.0010211, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:44:57,067 - testrun_ae6f81ee - [INFO] - [Epoch:98]: Training Loss:0.001021 + +2023-06-02 09:44:57,575 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 09:45:38,403 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 09:46:02,012 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 09:46:43,036 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 09:47:06,402 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.49724, Head : 0.31622, Avg : 0.40673 + +2023-06-02 09:47:06,429 - testrun_ae6f81ee - [INFO] - [Epoch 98]: Training Loss: 0.0010211, Valid MRR: 0.41542, + + + +2023-06-02 09:47:07,629 - testrun_ae6f81ee - [INFO] - [E:99| 0]: Train Loss:0.0010201, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:49:02,741 - testrun_ae6f81ee - [INFO] - [E:99| 100]: Train Loss:0.0010255, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:50:57,704 - testrun_ae6f81ee - [INFO] - [E:99| 200]: Train Loss:0.0010209, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:52:52,804 - testrun_ae6f81ee - [INFO] - [E:99| 300]: Train Loss:0.001021, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:54:47,814 - testrun_ae6f81ee - [INFO] - [E:99| 400]: Train Loss:0.0010214, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:56:43,029 - testrun_ae6f81ee - [INFO] - [E:99| 500]: Train Loss:0.0010203, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 09:58:38,311 - testrun_ae6f81ee - [INFO] - [E:99| 600]: Train Loss:0.0010209, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:00:32,939 - testrun_ae6f81ee - [INFO] - [E:99| 700]: Train Loss:0.0010207, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:02:27,804 - testrun_ae6f81ee - [INFO] - [E:99| 800]: Train Loss:0.0010211, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:04:23,226 - testrun_ae6f81ee - [INFO] - [E:99| 900]: Train Loss:0.0010211, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:06:18,316 - testrun_ae6f81ee - [INFO] - [E:99| 1000]: Train Loss:0.0010211, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:08:13,386 - testrun_ae6f81ee - [INFO] - [E:99| 1100]: Train Loss:0.0010206, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:10:08,797 - testrun_ae6f81ee - [INFO] - [E:99| 1200]: Train Loss:0.0010207, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:12:04,262 - testrun_ae6f81ee - [INFO] - [E:99| 1300]: Train Loss:0.0010207, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:13:59,311 - testrun_ae6f81ee - [INFO] - [E:99| 1400]: Train Loss:0.0010204, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:15:54,389 - testrun_ae6f81ee - [INFO] - [E:99| 1500]: Train Loss:0.0010204, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:17:49,482 - testrun_ae6f81ee - [INFO] - [E:99| 1600]: Train Loss:0.0010203, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:19:04,735 - testrun_ae6f81ee - [INFO] - [Epoch:99]: Training Loss:0.00102 + +2023-06-02 10:19:05,101 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 10:19:45,981 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 10:20:09,395 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 10:20:50,443 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 10:21:13,812 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.50037, Head : 0.31164, Avg : 0.40601 + MR: Tail : 401.48, Head : 483.53, Avg : 442.5 + Hit-1: Tail : 0.40707, Head : 0.19863, Avg : 0.30285 + Hit-3: Tail : 0.54671, Head : 0.36649, Avg : 0.4566 + Hit-10: Tail : 0.68052, Head : 0.53805, Avg : 0.60929 +2023-06-02 10:21:13,839 - testrun_ae6f81ee - [INFO] - [Epoch 99]: Training Loss: 0.0010201, Valid MRR: 0.41542, + + + +2023-06-02 10:21:15,019 - testrun_ae6f81ee - [INFO] - [E:100| 0]: Train Loss:0.0010311, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:23:10,118 - testrun_ae6f81ee - [INFO] - [E:100| 100]: Train Loss:0.0010248, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:25:05,423 - testrun_ae6f81ee - [INFO] - [E:100| 200]: Train Loss:0.001022, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:27:00,239 - testrun_ae6f81ee - [INFO] - [E:100| 300]: Train Loss:0.0010209, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:28:55,556 - testrun_ae6f81ee - [INFO] - [E:100| 400]: Train Loss:0.0010208, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:30:50,708 - testrun_ae6f81ee - [INFO] - [E:100| 500]: Train Loss:0.0010195, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:32:45,837 - testrun_ae6f81ee - [INFO] - [E:100| 600]: Train Loss:0.0010199, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:34:40,388 - testrun_ae6f81ee - [INFO] - [E:100| 700]: Train Loss:0.0010198, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:36:35,349 - testrun_ae6f81ee - [INFO] - [E:100| 800]: Train Loss:0.0010197, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:38:30,667 - testrun_ae6f81ee - [INFO] - [E:100| 900]: Train Loss:0.0010192, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:40:25,815 - testrun_ae6f81ee - [INFO] - [E:100| 1000]: Train Loss:0.0010192, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:42:21,124 - testrun_ae6f81ee - [INFO] - [E:100| 1100]: Train Loss:0.0010199, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:44:16,186 - testrun_ae6f81ee - [INFO] - [E:100| 1200]: Train Loss:0.0010197, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:46:11,638 - testrun_ae6f81ee - [INFO] - [E:100| 1300]: Train Loss:0.0010198, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:48:06,463 - testrun_ae6f81ee - [INFO] - [E:100| 1400]: Train Loss:0.0010195, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:50:01,332 - testrun_ae6f81ee - [INFO] - [E:100| 1500]: Train Loss:0.0010191, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:51:56,227 - testrun_ae6f81ee - [INFO] - [E:100| 1600]: Train Loss:0.001019, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:53:11,501 - testrun_ae6f81ee - [INFO] - [Epoch:100]: Training Loss:0.001019 + +2023-06-02 10:53:11,903 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 10:53:52,812 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 10:54:16,633 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 10:54:57,856 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 10:55:21,159 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.49237, Head : 0.3209, Avg : 0.40663 + +2023-06-02 10:55:21,186 - testrun_ae6f81ee - [INFO] - [Epoch 100]: Training Loss: 0.001019, Valid MRR: 0.41542, + + + +2023-06-02 10:55:22,355 - testrun_ae6f81ee - [INFO] - [E:101| 0]: Train Loss:0.0010188, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:57:17,418 - testrun_ae6f81ee - [INFO] - [E:101| 100]: Train Loss:0.0010198, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 10:59:12,679 - testrun_ae6f81ee - [INFO] - [E:101| 200]: Train Loss:0.0010197, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:01:07,611 - testrun_ae6f81ee - [INFO] - [E:101| 300]: Train Loss:0.0010191, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:03:02,844 - testrun_ae6f81ee - [INFO] - [E:101| 400]: Train Loss:0.001018, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:04:57,737 - testrun_ae6f81ee - [INFO] - [E:101| 500]: Train Loss:0.0010177, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:06:52,918 - testrun_ae6f81ee - [INFO] - [E:101| 600]: Train Loss:0.0010183, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:08:47,569 - testrun_ae6f81ee - [INFO] - [E:101| 700]: Train Loss:0.001018, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:10:42,343 - testrun_ae6f81ee - [INFO] - [E:101| 800]: Train Loss:0.0010177, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:12:37,297 - testrun_ae6f81ee - [INFO] - [E:101| 900]: Train Loss:0.0010171, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:14:31,941 - testrun_ae6f81ee - [INFO] - [E:101| 1000]: Train Loss:0.0010172, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:16:26,874 - testrun_ae6f81ee - [INFO] - [E:101| 1100]: Train Loss:0.0010177, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:18:21,891 - testrun_ae6f81ee - [INFO] - [E:101| 1200]: Train Loss:0.001018, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:19:54,465 - testrun_ae6f81ee - [INFO] - [E:101| 1300]: Train Loss:0.0010182, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:21:26,468 - testrun_ae6f81ee - [INFO] - [E:101| 1400]: Train Loss:0.0010186, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:22:58,100 - testrun_ae6f81ee - [INFO] - [E:101| 1500]: Train Loss:0.0010184, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:24:30,218 - testrun_ae6f81ee - [INFO] - [E:101| 1600]: Train Loss:0.0010186, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:25:30,396 - testrun_ae6f81ee - [INFO] - [Epoch:101]: Training Loss:0.001018 + +2023-06-02 11:25:30,758 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 11:26:01,821 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 11:26:19,733 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 11:26:50,825 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 11:27:08,448 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.49557, Head : 0.32234, Avg : 0.40895 + +2023-06-02 11:27:08,481 - testrun_ae6f81ee - [INFO] - [Epoch 101]: Training Loss: 0.0010183, Valid MRR: 0.41542, + + + +2023-06-02 11:27:09,361 - testrun_ae6f81ee - [INFO] - [E:102| 0]: Train Loss:0.0010258, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:28:41,502 - testrun_ae6f81ee - [INFO] - [E:102| 100]: Train Loss:0.0010188, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:30:13,468 - testrun_ae6f81ee - [INFO] - [E:102| 200]: Train Loss:0.0010174, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:31:50,219 - testrun_ae6f81ee - [INFO] - [E:102| 300]: Train Loss:0.0010186, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:33:45,147 - testrun_ae6f81ee - [INFO] - [E:102| 400]: Train Loss:0.0010183, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:35:40,277 - testrun_ae6f81ee - [INFO] - [E:102| 500]: Train Loss:0.0010184, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:37:35,330 - testrun_ae6f81ee - [INFO] - [E:102| 600]: Train Loss:0.0010185, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:39:30,258 - testrun_ae6f81ee - [INFO] - [E:102| 700]: Train Loss:0.0010176, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:41:24,670 - testrun_ae6f81ee - [INFO] - [E:102| 800]: Train Loss:0.0010175, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:43:19,455 - testrun_ae6f81ee - [INFO] - [E:102| 900]: Train Loss:0.0010173, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:45:14,459 - testrun_ae6f81ee - [INFO] - [E:102| 1000]: Train Loss:0.0010179, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:47:09,194 - testrun_ae6f81ee - [INFO] - [E:102| 1100]: Train Loss:0.0010179, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:49:04,208 - testrun_ae6f81ee - [INFO] - [E:102| 1200]: Train Loss:0.0010183, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:50:59,117 - testrun_ae6f81ee - [INFO] - [E:102| 1300]: Train Loss:0.0010182, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:52:53,936 - testrun_ae6f81ee - [INFO] - [E:102| 1400]: Train Loss:0.0010181, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:54:48,679 - testrun_ae6f81ee - [INFO] - [E:102| 1500]: Train Loss:0.0010177, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:56:43,693 - testrun_ae6f81ee - [INFO] - [E:102| 1600]: Train Loss:0.0010176, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 11:57:58,835 - testrun_ae6f81ee - [INFO] - [Epoch:102]: Training Loss:0.001017 + +2023-06-02 11:57:59,231 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 11:58:40,032 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 11:59:03,618 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 11:59:44,579 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 12:00:07,867 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.49734, Head : 0.31741, Avg : 0.40737 + +2023-06-02 12:00:07,893 - testrun_ae6f81ee - [INFO] - [Epoch 102]: Training Loss: 0.0010174, Valid MRR: 0.41542, + + + +2023-06-02 12:00:09,080 - testrun_ae6f81ee - [INFO] - [E:103| 0]: Train Loss:0.00098153, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:02:04,012 - testrun_ae6f81ee - [INFO] - [E:103| 100]: Train Loss:0.0010148, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:03:58,934 - testrun_ae6f81ee - [INFO] - [E:103| 200]: Train Loss:0.0010171, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:05:53,976 - testrun_ae6f81ee - [INFO] - [E:103| 300]: Train Loss:0.0010158, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:07:49,016 - testrun_ae6f81ee - [INFO] - [E:103| 400]: Train Loss:0.001016, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:09:43,982 - testrun_ae6f81ee - [INFO] - [E:103| 500]: Train Loss:0.0010154, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:11:38,959 - testrun_ae6f81ee - [INFO] - [E:103| 600]: Train Loss:0.0010157, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:13:34,054 - testrun_ae6f81ee - [INFO] - [E:103| 700]: Train Loss:0.0010155, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:15:28,606 - testrun_ae6f81ee - [INFO] - [E:103| 800]: Train Loss:0.0010151, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:17:23,451 - testrun_ae6f81ee - [INFO] - [E:103| 900]: Train Loss:0.0010156, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:19:18,370 - testrun_ae6f81ee - [INFO] - [E:103| 1000]: Train Loss:0.0010154, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:21:13,584 - testrun_ae6f81ee - [INFO] - [E:103| 1100]: Train Loss:0.0010157, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:23:08,630 - testrun_ae6f81ee - [INFO] - [E:103| 1200]: Train Loss:0.001016, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:25:03,830 - testrun_ae6f81ee - [INFO] - [E:103| 1300]: Train Loss:0.0010165, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:26:58,955 - testrun_ae6f81ee - [INFO] - [E:103| 1400]: Train Loss:0.0010164, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:28:53,765 - testrun_ae6f81ee - [INFO] - [E:103| 1500]: Train Loss:0.0010161, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:30:48,657 - testrun_ae6f81ee - [INFO] - [E:103| 1600]: Train Loss:0.001016, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:32:03,828 - testrun_ae6f81ee - [INFO] - [Epoch:103]: Training Loss:0.001016 + +2023-06-02 12:32:04,261 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 12:32:45,229 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 12:33:08,981 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 12:33:50,265 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 12:34:13,682 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.4975, Head : 0.27622, Avg : 0.38686 + +2023-06-02 12:34:13,707 - testrun_ae6f81ee - [INFO] - [Epoch 103]: Training Loss: 0.0010161, Valid MRR: 0.41542, + + + +2023-06-02 12:34:14,904 - testrun_ae6f81ee - [INFO] - [E:104| 0]: Train Loss:0.0010048, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:36:10,877 - testrun_ae6f81ee - [INFO] - [E:104| 100]: Train Loss:0.0010098, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:38:06,492 - testrun_ae6f81ee - [INFO] - [E:104| 200]: Train Loss:0.0010124, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:40:02,426 - testrun_ae6f81ee - [INFO] - [E:104| 300]: Train Loss:0.0010151, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:41:58,039 - testrun_ae6f81ee - [INFO] - [E:104| 400]: Train Loss:0.0010152, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:43:54,037 - testrun_ae6f81ee - [INFO] - [E:104| 500]: Train Loss:0.0010159, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:45:49,822 - testrun_ae6f81ee - [INFO] - [E:104| 600]: Train Loss:0.0010163, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:47:45,247 - testrun_ae6f81ee - [INFO] - [E:104| 700]: Train Loss:0.0010163, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:49:40,311 - testrun_ae6f81ee - [INFO] - [E:104| 800]: Train Loss:0.001016, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:51:35,881 - testrun_ae6f81ee - [INFO] - [E:104| 900]: Train Loss:0.0010158, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:53:31,462 - testrun_ae6f81ee - [INFO] - [E:104| 1000]: Train Loss:0.0010159, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:55:27,124 - testrun_ae6f81ee - [INFO] - [E:104| 1100]: Train Loss:0.001016, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:57:22,572 - testrun_ae6f81ee - [INFO] - [E:104| 1200]: Train Loss:0.0010156, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 12:59:17,997 - testrun_ae6f81ee - [INFO] - [E:104| 1300]: Train Loss:0.0010156, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:01:13,713 - testrun_ae6f81ee - [INFO] - [E:104| 1400]: Train Loss:0.0010158, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:03:09,321 - testrun_ae6f81ee - [INFO] - [E:104| 1500]: Train Loss:0.0010158, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:05:04,889 - testrun_ae6f81ee - [INFO] - [E:104| 1600]: Train Loss:0.0010158, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:06:20,552 - testrun_ae6f81ee - [INFO] - [Epoch:104]: Training Loss:0.001016 + +2023-06-02 13:06:20,995 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 13:07:02,068 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 13:07:25,937 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 13:08:07,215 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 13:08:30,737 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.4988, Head : 0.30838, Avg : 0.40359 + +2023-06-02 13:08:30,765 - testrun_ae6f81ee - [INFO] - [Epoch 104]: Training Loss: 0.0010156, Valid MRR: 0.41542, + + + +2023-06-02 13:08:31,954 - testrun_ae6f81ee - [INFO] - [E:105| 0]: Train Loss:0.0010168, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:10:27,610 - testrun_ae6f81ee - [INFO] - [E:105| 100]: Train Loss:0.001018, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:12:23,115 - testrun_ae6f81ee - [INFO] - [E:105| 200]: Train Loss:0.0010157, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:14:18,823 - testrun_ae6f81ee - [INFO] - [E:105| 300]: Train Loss:0.0010167, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:16:14,432 - testrun_ae6f81ee - [INFO] - [E:105| 400]: Train Loss:0.0010161, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:18:09,864 - testrun_ae6f81ee - [INFO] - [E:105| 500]: Train Loss:0.0010155, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:20:05,381 - testrun_ae6f81ee - [INFO] - [E:105| 600]: Train Loss:0.0010159, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:22:01,147 - testrun_ae6f81ee - [INFO] - [E:105| 700]: Train Loss:0.0010158, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:23:56,315 - testrun_ae6f81ee - [INFO] - [E:105| 800]: Train Loss:0.0010157, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:25:51,657 - testrun_ae6f81ee - [INFO] - [E:105| 900]: Train Loss:0.0010158, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:27:47,164 - testrun_ae6f81ee - [INFO] - [E:105| 1000]: Train Loss:0.0010155, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:29:42,705 - testrun_ae6f81ee - [INFO] - [E:105| 1100]: Train Loss:0.001015, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:31:18,071 - testrun_ae6f81ee - [INFO] - [E:105| 1200]: Train Loss:0.0010149, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:32:50,882 - testrun_ae6f81ee - [INFO] - [E:105| 1300]: Train Loss:0.001015, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:34:23,729 - testrun_ae6f81ee - [INFO] - [E:105| 1400]: Train Loss:0.0010145, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:35:56,577 - testrun_ae6f81ee - [INFO] - [E:105| 1500]: Train Loss:0.0010147, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:37:29,417 - testrun_ae6f81ee - [INFO] - [E:105| 1600]: Train Loss:0.0010148, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:38:30,062 - testrun_ae6f81ee - [INFO] - [Epoch:105]: Training Loss:0.001015 + +2023-06-02 13:38:30,356 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 13:39:01,402 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 13:39:19,422 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 13:39:50,646 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 13:40:08,408 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.49717, Head : 0.29081, Avg : 0.39399 + +2023-06-02 13:40:08,445 - testrun_ae6f81ee - [INFO] - [Epoch 105]: Training Loss: 0.0010148, Valid MRR: 0.41542, + + + +2023-06-02 13:40:09,342 - testrun_ae6f81ee - [INFO] - [E:106| 0]: Train Loss:0.0009797, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:41:41,916 - testrun_ae6f81ee - [INFO] - [E:106| 100]: Train Loss:0.0010106, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:43:19,047 - testrun_ae6f81ee - [INFO] - [E:106| 200]: Train Loss:0.001013, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:45:13,772 - testrun_ae6f81ee - [INFO] - [E:106| 300]: Train Loss:0.0010127, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:47:08,818 - testrun_ae6f81ee - [INFO] - [E:106| 400]: Train Loss:0.001014, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:49:03,756 - testrun_ae6f81ee - [INFO] - [E:106| 500]: Train Loss:0.0010141, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:50:58,600 - testrun_ae6f81ee - [INFO] - [E:106| 600]: Train Loss:0.0010135, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:52:53,447 - testrun_ae6f81ee - [INFO] - [E:106| 700]: Train Loss:0.0010134, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:54:48,118 - testrun_ae6f81ee - [INFO] - [E:106| 800]: Train Loss:0.001014, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:56:42,600 - testrun_ae6f81ee - [INFO] - [E:106| 900]: Train Loss:0.0010143, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 13:58:37,429 - testrun_ae6f81ee - [INFO] - [E:106| 1000]: Train Loss:0.0010144, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:00:32,077 - testrun_ae6f81ee - [INFO] - [E:106| 1100]: Train Loss:0.0010141, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:02:26,897 - testrun_ae6f81ee - [INFO] - [E:106| 1200]: Train Loss:0.0010141, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:04:21,792 - testrun_ae6f81ee - [INFO] - [E:106| 1300]: Train Loss:0.0010142, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:06:16,507 - testrun_ae6f81ee - [INFO] - [E:106| 1400]: Train Loss:0.0010145, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:08:11,600 - testrun_ae6f81ee - [INFO] - [E:106| 1500]: Train Loss:0.0010143, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:10:06,516 - testrun_ae6f81ee - [INFO] - [E:106| 1600]: Train Loss:0.0010142, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:11:21,661 - testrun_ae6f81ee - [INFO] - [Epoch:106]: Training Loss:0.001014 + +2023-06-02 14:11:22,104 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 14:12:02,960 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 14:12:26,506 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 14:13:07,533 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 14:13:30,788 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.4959, Head : 0.31619, Avg : 0.40605 + +2023-06-02 14:13:30,823 - testrun_ae6f81ee - [INFO] - [Epoch 106]: Training Loss: 0.001014, Valid MRR: 0.41542, + + + +2023-06-02 14:13:32,064 - testrun_ae6f81ee - [INFO] - [E:107| 0]: Train Loss:0.0010551, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:15:27,048 - testrun_ae6f81ee - [INFO] - [E:107| 100]: Train Loss:0.0010181, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:17:21,820 - testrun_ae6f81ee - [INFO] - [E:107| 200]: Train Loss:0.0010187, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:19:16,580 - testrun_ae6f81ee - [INFO] - [E:107| 300]: Train Loss:0.0010163, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:21:11,421 - testrun_ae6f81ee - [INFO] - [E:107| 400]: Train Loss:0.0010152, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:23:05,994 - testrun_ae6f81ee - [INFO] - [E:107| 500]: Train Loss:0.0010154, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:25:00,810 - testrun_ae6f81ee - [INFO] - [E:107| 600]: Train Loss:0.001015, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:26:55,470 - testrun_ae6f81ee - [INFO] - [E:107| 700]: Train Loss:0.0010145, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:28:50,136 - testrun_ae6f81ee - [INFO] - [E:107| 800]: Train Loss:0.0010137, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:30:44,404 - testrun_ae6f81ee - [INFO] - [E:107| 900]: Train Loss:0.0010137, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:32:39,232 - testrun_ae6f81ee - [INFO] - [E:107| 1000]: Train Loss:0.0010138, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:34:33,954 - testrun_ae6f81ee - [INFO] - [E:107| 1100]: Train Loss:0.0010138, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:36:28,677 - testrun_ae6f81ee - [INFO] - [E:107| 1200]: Train Loss:0.0010135, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:38:23,360 - testrun_ae6f81ee - [INFO] - [E:107| 1300]: Train Loss:0.0010136, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:40:18,028 - testrun_ae6f81ee - [INFO] - [E:107| 1400]: Train Loss:0.0010136, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:42:12,733 - testrun_ae6f81ee - [INFO] - [E:107| 1500]: Train Loss:0.0010133, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:44:07,425 - testrun_ae6f81ee - [INFO] - [E:107| 1600]: Train Loss:0.0010135, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:45:22,456 - testrun_ae6f81ee - [INFO] - [Epoch:107]: Training Loss:0.001013 + +2023-06-02 14:45:22,819 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 14:46:03,611 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 14:46:27,162 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 14:47:08,197 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 14:47:31,614 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.49369, Head : 0.31655, Avg : 0.40512 + +2023-06-02 14:47:31,653 - testrun_ae6f81ee - [INFO] - [Epoch 107]: Training Loss: 0.0010134, Valid MRR: 0.41542, + + + +2023-06-02 14:47:32,904 - testrun_ae6f81ee - [INFO] - [E:108| 0]: Train Loss:0.00099214, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:49:27,666 - testrun_ae6f81ee - [INFO] - [E:108| 100]: Train Loss:0.0010118, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:51:22,630 - testrun_ae6f81ee - [INFO] - [E:108| 200]: Train Loss:0.0010094, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:53:17,231 - testrun_ae6f81ee - [INFO] - [E:108| 300]: Train Loss:0.0010086, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:55:11,930 - testrun_ae6f81ee - [INFO] - [E:108| 400]: Train Loss:0.0010091, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:57:06,719 - testrun_ae6f81ee - [INFO] - [E:108| 500]: Train Loss:0.0010108, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 14:59:01,355 - testrun_ae6f81ee - [INFO] - [E:108| 600]: Train Loss:0.0010112, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:00:56,174 - testrun_ae6f81ee - [INFO] - [E:108| 700]: Train Loss:0.0010112, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:02:51,077 - testrun_ae6f81ee - [INFO] - [E:108| 800]: Train Loss:0.0010112, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:04:45,376 - testrun_ae6f81ee - [INFO] - [E:108| 900]: Train Loss:0.001011, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:06:40,156 - testrun_ae6f81ee - [INFO] - [E:108| 1000]: Train Loss:0.0010115, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:08:35,143 - testrun_ae6f81ee - [INFO] - [E:108| 1100]: Train Loss:0.0010116, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:10:30,070 - testrun_ae6f81ee - [INFO] - [E:108| 1200]: Train Loss:0.0010114, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:12:24,821 - testrun_ae6f81ee - [INFO] - [E:108| 1300]: Train Loss:0.0010115, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:14:19,539 - testrun_ae6f81ee - [INFO] - [E:108| 1400]: Train Loss:0.0010117, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:16:14,367 - testrun_ae6f81ee - [INFO] - [E:108| 1500]: Train Loss:0.0010122, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:18:09,258 - testrun_ae6f81ee - [INFO] - [E:108| 1600]: Train Loss:0.0010122, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:19:24,640 - testrun_ae6f81ee - [INFO] - [Epoch:108]: Training Loss:0.001012 + +2023-06-02 15:19:24,995 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 15:20:05,852 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 15:20:29,406 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 15:21:10,387 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 15:21:33,730 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.4952, Head : 0.30728, Avg : 0.40124 + +2023-06-02 15:21:33,757 - testrun_ae6f81ee - [INFO] - [Epoch 108]: Training Loss: 0.0010122, Valid MRR: 0.41542, + + + +2023-06-02 15:21:34,950 - testrun_ae6f81ee - [INFO] - [E:109| 0]: Train Loss:0.0009954, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:23:29,759 - testrun_ae6f81ee - [INFO] - [E:109| 100]: Train Loss:0.0010129, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:25:24,445 - testrun_ae6f81ee - [INFO] - [E:109| 200]: Train Loss:0.0010124, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:27:19,011 - testrun_ae6f81ee - [INFO] - [E:109| 300]: Train Loss:0.0010096, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:29:13,750 - testrun_ae6f81ee - [INFO] - [E:109| 400]: Train Loss:0.0010104, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:31:08,786 - testrun_ae6f81ee - [INFO] - [E:109| 500]: Train Loss:0.0010101, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:33:03,660 - testrun_ae6f81ee - [INFO] - [E:109| 600]: Train Loss:0.0010108, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:34:58,502 - testrun_ae6f81ee - [INFO] - [E:109| 700]: Train Loss:0.0010102, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:36:53,604 - testrun_ae6f81ee - [INFO] - [E:109| 800]: Train Loss:0.0010104, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:38:48,271 - testrun_ae6f81ee - [INFO] - [E:109| 900]: Train Loss:0.0010108, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:40:42,788 - testrun_ae6f81ee - [INFO] - [E:109| 1000]: Train Loss:0.0010108, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:42:29,540 - testrun_ae6f81ee - [INFO] - [E:109| 1100]: Train Loss:0.0010115, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:44:00,986 - testrun_ae6f81ee - [INFO] - [E:109| 1200]: Train Loss:0.0010113, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:45:33,067 - testrun_ae6f81ee - [INFO] - [E:109| 1300]: Train Loss:0.0010113, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:47:04,457 - testrun_ae6f81ee - [INFO] - [E:109| 1400]: Train Loss:0.0010117, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:48:36,798 - testrun_ae6f81ee - [INFO] - [E:109| 1500]: Train Loss:0.0010117, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:50:08,037 - testrun_ae6f81ee - [INFO] - [E:109| 1600]: Train Loss:0.0010116, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:51:07,891 - testrun_ae6f81ee - [INFO] - [Epoch:109]: Training Loss:0.001011 + +2023-06-02 15:51:08,165 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 15:51:39,158 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 15:51:57,119 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 15:52:27,984 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 15:52:45,716 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.49442, Head : 0.27973, Avg : 0.38707 + MR: Tail : 438.35, Head : 495.02, Avg : 466.68 + Hit-1: Tail : 0.39455, Head : 0.17642, Avg : 0.28548 + Hit-3: Tail : 0.55087, Head : 0.32225, Avg : 0.43656 + Hit-10: Tail : 0.67894, Head : 0.4954, Avg : 0.58717 +2023-06-02 15:52:45,744 - testrun_ae6f81ee - [INFO] - [Epoch 109]: Training Loss: 0.0010114, Valid MRR: 0.41542, + + + +2023-06-02 15:52:46,699 - testrun_ae6f81ee - [INFO] - [E:110| 0]: Train Loss:0.0010129, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:54:18,608 - testrun_ae6f81ee - [INFO] - [E:110| 100]: Train Loss:0.0010096, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:56:03,625 - testrun_ae6f81ee - [INFO] - [E:110| 200]: Train Loss:0.0010094, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:57:58,508 - testrun_ae6f81ee - [INFO] - [E:110| 300]: Train Loss:0.0010109, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 15:59:53,363 - testrun_ae6f81ee - [INFO] - [E:110| 400]: Train Loss:0.001012, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:01:48,206 - testrun_ae6f81ee - [INFO] - [E:110| 500]: Train Loss:0.0010122, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:03:42,898 - testrun_ae6f81ee - [INFO] - [E:110| 600]: Train Loss:0.0010118, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:05:37,773 - testrun_ae6f81ee - [INFO] - [E:110| 700]: Train Loss:0.0010114, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:07:32,512 - testrun_ae6f81ee - [INFO] - [E:110| 800]: Train Loss:0.0010112, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:09:27,106 - testrun_ae6f81ee - [INFO] - [E:110| 900]: Train Loss:0.0010111, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:11:21,614 - testrun_ae6f81ee - [INFO] - [E:110| 1000]: Train Loss:0.001011, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:13:16,127 - testrun_ae6f81ee - [INFO] - [E:110| 1100]: Train Loss:0.0010106, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:15:11,150 - testrun_ae6f81ee - [INFO] - [E:110| 1200]: Train Loss:0.0010109, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:17:06,145 - testrun_ae6f81ee - [INFO] - [E:110| 1300]: Train Loss:0.0010108, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:19:00,942 - testrun_ae6f81ee - [INFO] - [E:110| 1400]: Train Loss:0.0010106, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:20:55,919 - testrun_ae6f81ee - [INFO] - [E:110| 1500]: Train Loss:0.0010108, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:22:50,654 - testrun_ae6f81ee - [INFO] - [E:110| 1600]: Train Loss:0.0010108, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:24:05,617 - testrun_ae6f81ee - [INFO] - [Epoch:110]: Training Loss:0.001011 + +2023-06-02 16:24:06,022 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 16:24:46,879 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 16:25:10,480 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 16:25:51,409 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 16:26:14,663 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.50207, Head : 0.29724, Avg : 0.39966 + +2023-06-02 16:26:14,689 - testrun_ae6f81ee - [INFO] - [Epoch 110]: Training Loss: 0.0010109, Valid MRR: 0.41542, + + + +2023-06-02 16:26:15,880 - testrun_ae6f81ee - [INFO] - [E:111| 0]: Train Loss:0.0010354, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:28:10,861 - testrun_ae6f81ee - [INFO] - [E:111| 100]: Train Loss:0.001009, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:30:05,689 - testrun_ae6f81ee - [INFO] - [E:111| 200]: Train Loss:0.0010089, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:32:00,516 - testrun_ae6f81ee - [INFO] - [E:111| 300]: Train Loss:0.0010093, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:33:55,367 - testrun_ae6f81ee - [INFO] - [E:111| 400]: Train Loss:0.0010097, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:35:50,171 - testrun_ae6f81ee - [INFO] - [E:111| 500]: Train Loss:0.0010097, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:37:45,215 - testrun_ae6f81ee - [INFO] - [E:111| 600]: Train Loss:0.0010092, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:39:39,838 - testrun_ae6f81ee - [INFO] - [E:111| 700]: Train Loss:0.0010089, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:41:34,570 - testrun_ae6f81ee - [INFO] - [E:111| 800]: Train Loss:0.0010091, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:43:29,329 - testrun_ae6f81ee - [INFO] - [E:111| 900]: Train Loss:0.0010096, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:45:23,633 - testrun_ae6f81ee - [INFO] - [E:111| 1000]: Train Loss:0.0010099, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:47:18,315 - testrun_ae6f81ee - [INFO] - [E:111| 1100]: Train Loss:0.00101, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:49:13,022 - testrun_ae6f81ee - [INFO] - [E:111| 1200]: Train Loss:0.00101, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:51:07,876 - testrun_ae6f81ee - [INFO] - [E:111| 1300]: Train Loss:0.0010098, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:53:02,875 - testrun_ae6f81ee - [INFO] - [E:111| 1400]: Train Loss:0.0010098, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:54:57,883 - testrun_ae6f81ee - [INFO] - [E:111| 1500]: Train Loss:0.0010099, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:56:52,840 - testrun_ae6f81ee - [INFO] - [E:111| 1600]: Train Loss:0.00101, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 16:58:08,035 - testrun_ae6f81ee - [INFO] - [Epoch:111]: Training Loss:0.00101 + +2023-06-02 16:58:08,465 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 16:58:49,249 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 16:59:12,828 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 16:59:53,801 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 17:00:17,238 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.49682, Head : 0.28651, Avg : 0.39167 + +2023-06-02 17:00:17,276 - testrun_ae6f81ee - [INFO] - [Epoch 111]: Training Loss: 0.0010099, Valid MRR: 0.41542, + + + +2023-06-02 17:00:18,533 - testrun_ae6f81ee - [INFO] - [E:112| 0]: Train Loss:0.0010248, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:02:13,303 - testrun_ae6f81ee - [INFO] - [E:112| 100]: Train Loss:0.0010071, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:04:08,230 - testrun_ae6f81ee - [INFO] - [E:112| 200]: Train Loss:0.0010094, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:06:03,045 - testrun_ae6f81ee - [INFO] - [E:112| 300]: Train Loss:0.0010099, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:07:57,864 - testrun_ae6f81ee - [INFO] - [E:112| 400]: Train Loss:0.001009, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:09:52,783 - testrun_ae6f81ee - [INFO] - [E:112| 500]: Train Loss:0.0010084, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:11:47,651 - testrun_ae6f81ee - [INFO] - [E:112| 600]: Train Loss:0.0010086, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:13:42,612 - testrun_ae6f81ee - [INFO] - [E:112| 700]: Train Loss:0.0010093, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:15:37,294 - testrun_ae6f81ee - [INFO] - [E:112| 800]: Train Loss:0.0010095, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:17:31,859 - testrun_ae6f81ee - [INFO] - [E:112| 900]: Train Loss:0.0010099, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:19:26,277 - testrun_ae6f81ee - [INFO] - [E:112| 1000]: Train Loss:0.0010098, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:21:20,828 - testrun_ae6f81ee - [INFO] - [E:112| 1100]: Train Loss:0.0010094, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:23:15,600 - testrun_ae6f81ee - [INFO] - [E:112| 1200]: Train Loss:0.0010093, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:25:10,359 - testrun_ae6f81ee - [INFO] - [E:112| 1300]: Train Loss:0.0010092, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:27:05,275 - testrun_ae6f81ee - [INFO] - [E:112| 1400]: Train Loss:0.0010093, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:29:00,425 - testrun_ae6f81ee - [INFO] - [E:112| 1500]: Train Loss:0.0010092, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:30:55,215 - testrun_ae6f81ee - [INFO] - [E:112| 1600]: Train Loss:0.0010092, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:32:10,427 - testrun_ae6f81ee - [INFO] - [Epoch:112]: Training Loss:0.001009 + +2023-06-02 17:32:10,837 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 17:32:51,620 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 17:33:15,244 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 17:33:56,148 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 17:34:19,379 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.49385, Head : 0.30509, Avg : 0.39947 + +2023-06-02 17:34:19,405 - testrun_ae6f81ee - [INFO] - [Epoch 112]: Training Loss: 0.0010092, Valid MRR: 0.41542, + + + +2023-06-02 17:34:20,590 - testrun_ae6f81ee - [INFO] - [E:113| 0]: Train Loss:0.0010151, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:36:15,295 - testrun_ae6f81ee - [INFO] - [E:113| 100]: Train Loss:0.001007, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:38:10,632 - testrun_ae6f81ee - [INFO] - [E:113| 200]: Train Loss:0.0010093, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:40:06,368 - testrun_ae6f81ee - [INFO] - [E:113| 300]: Train Loss:0.0010075, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:42:01,773 - testrun_ae6f81ee - [INFO] - [E:113| 400]: Train Loss:0.0010081, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:43:57,172 - testrun_ae6f81ee - [INFO] - [E:113| 500]: Train Loss:0.0010079, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:45:52,997 - testrun_ae6f81ee - [INFO] - [E:113| 600]: Train Loss:0.0010084, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:47:48,598 - testrun_ae6f81ee - [INFO] - [E:113| 700]: Train Loss:0.0010088, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:49:44,290 - testrun_ae6f81ee - [INFO] - [E:113| 800]: Train Loss:0.0010089, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:51:40,063 - testrun_ae6f81ee - [INFO] - [E:113| 900]: Train Loss:0.0010084, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:53:35,269 - testrun_ae6f81ee - [INFO] - [E:113| 1000]: Train Loss:0.0010084, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:55:19,807 - testrun_ae6f81ee - [INFO] - [E:113| 1100]: Train Loss:0.0010083, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:56:52,632 - testrun_ae6f81ee - [INFO] - [E:113| 1200]: Train Loss:0.001009, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:58:25,500 - testrun_ae6f81ee - [INFO] - [E:113| 1300]: Train Loss:0.001009, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 17:59:58,347 - testrun_ae6f81ee - [INFO] - [E:113| 1400]: Train Loss:0.0010088, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 18:01:31,179 - testrun_ae6f81ee - [INFO] - [E:113| 1500]: Train Loss:0.0010084, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 18:03:04,008 - testrun_ae6f81ee - [INFO] - [E:113| 1600]: Train Loss:0.0010084, Val MRR:0.41542, testrun_ae6f81ee +2023-06-02 18:04:04,667 - testrun_ae6f81ee - [INFO] - [Epoch:113]: Training Loss:0.001008 + +2023-06-02 18:04:04,961 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 18:04:35,997 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 18:04:54,048 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 18:05:25,290 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 18:05:43,054 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.50165, Head : 0.33149, Avg : 0.41657 + +2023-06-02 18:05:45,762 - testrun_ae6f81ee - [INFO] - [Epoch 113]: Training Loss: 0.0010084, Valid MRR: 0.41657, + + + +2023-06-02 18:05:46,676 - testrun_ae6f81ee - [INFO] - [E:114| 0]: Train Loss:0.00099567, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:07:24,944 - testrun_ae6f81ee - [INFO] - [E:114| 100]: Train Loss:0.0010073, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:09:19,872 - testrun_ae6f81ee - [INFO] - [E:114| 200]: Train Loss:0.0010089, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:11:14,776 - testrun_ae6f81ee - [INFO] - [E:114| 300]: Train Loss:0.0010096, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:13:10,014 - testrun_ae6f81ee - [INFO] - [E:114| 400]: Train Loss:0.0010088, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:15:05,295 - testrun_ae6f81ee - [INFO] - [E:114| 500]: Train Loss:0.0010085, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:17:00,034 - testrun_ae6f81ee - [INFO] - [E:114| 600]: Train Loss:0.0010085, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:18:54,731 - testrun_ae6f81ee - [INFO] - [E:114| 700]: Train Loss:0.0010077, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:20:49,643 - testrun_ae6f81ee - [INFO] - [E:114| 800]: Train Loss:0.0010078, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:22:44,595 - testrun_ae6f81ee - [INFO] - [E:114| 900]: Train Loss:0.0010076, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:24:39,048 - testrun_ae6f81ee - [INFO] - [E:114| 1000]: Train Loss:0.0010075, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:26:33,788 - testrun_ae6f81ee - [INFO] - [E:114| 1100]: Train Loss:0.0010074, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:28:28,865 - testrun_ae6f81ee - [INFO] - [E:114| 1200]: Train Loss:0.0010076, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:30:23,727 - testrun_ae6f81ee - [INFO] - [E:114| 1300]: Train Loss:0.0010075, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:32:18,472 - testrun_ae6f81ee - [INFO] - [E:114| 1400]: Train Loss:0.0010078, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:34:13,567 - testrun_ae6f81ee - [INFO] - [E:114| 1500]: Train Loss:0.0010076, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:36:08,518 - testrun_ae6f81ee - [INFO] - [E:114| 1600]: Train Loss:0.0010075, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:37:23,563 - testrun_ae6f81ee - [INFO] - [Epoch:114]: Training Loss:0.001008 + +2023-06-02 18:37:24,048 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 18:38:04,894 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 18:38:28,431 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 18:39:09,377 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 18:39:32,691 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.49483, Head : 0.32735, Avg : 0.41109 + +2023-06-02 18:39:32,718 - testrun_ae6f81ee - [INFO] - [Epoch 114]: Training Loss: 0.0010076, Valid MRR: 0.41657, + + + +2023-06-02 18:39:33,899 - testrun_ae6f81ee - [INFO] - [E:115| 0]: Train Loss:0.00096341, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:41:28,799 - testrun_ae6f81ee - [INFO] - [E:115| 100]: Train Loss:0.0010062, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:43:23,746 - testrun_ae6f81ee - [INFO] - [E:115| 200]: Train Loss:0.0010053, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:45:19,015 - testrun_ae6f81ee - [INFO] - [E:115| 300]: Train Loss:0.0010042, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:47:13,745 - testrun_ae6f81ee - [INFO] - [E:115| 400]: Train Loss:0.0010048, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:49:08,717 - testrun_ae6f81ee - [INFO] - [E:115| 500]: Train Loss:0.0010054, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:51:03,717 - testrun_ae6f81ee - [INFO] - [E:115| 600]: Train Loss:0.001006, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:52:58,516 - testrun_ae6f81ee - [INFO] - [E:115| 700]: Train Loss:0.0010063, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:54:53,303 - testrun_ae6f81ee - [INFO] - [E:115| 800]: Train Loss:0.0010063, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:56:48,077 - testrun_ae6f81ee - [INFO] - [E:115| 900]: Train Loss:0.0010058, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 18:58:42,531 - testrun_ae6f81ee - [INFO] - [E:115| 1000]: Train Loss:0.0010056, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:00:37,021 - testrun_ae6f81ee - [INFO] - [E:115| 1100]: Train Loss:0.001006, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:02:31,855 - testrun_ae6f81ee - [INFO] - [E:115| 1200]: Train Loss:0.0010058, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:04:26,661 - testrun_ae6f81ee - [INFO] - [E:115| 1300]: Train Loss:0.0010059, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:06:21,545 - testrun_ae6f81ee - [INFO] - [E:115| 1400]: Train Loss:0.0010061, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:08:16,706 - testrun_ae6f81ee - [INFO] - [E:115| 1500]: Train Loss:0.0010065, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:10:11,408 - testrun_ae6f81ee - [INFO] - [E:115| 1600]: Train Loss:0.0010069, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:11:26,419 - testrun_ae6f81ee - [INFO] - [Epoch:115]: Training Loss:0.001007 + +2023-06-02 19:11:26,954 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 19:12:07,773 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 19:12:31,380 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 19:13:12,504 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 19:13:35,831 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.50388, Head : 0.29376, Avg : 0.39882 + +2023-06-02 19:13:35,858 - testrun_ae6f81ee - [INFO] - [Epoch 115]: Training Loss: 0.0010069, Valid MRR: 0.41657, + + + +2023-06-02 19:13:37,050 - testrun_ae6f81ee - [INFO] - [E:116| 0]: Train Loss:0.0010238, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:15:31,845 - testrun_ae6f81ee - [INFO] - [E:116| 100]: Train Loss:0.0010076, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:17:27,040 - testrun_ae6f81ee - [INFO] - [E:116| 200]: Train Loss:0.0010059, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:19:21,808 - testrun_ae6f81ee - [INFO] - [E:116| 300]: Train Loss:0.0010047, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:21:16,610 - testrun_ae6f81ee - [INFO] - [E:116| 400]: Train Loss:0.001004, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:23:11,114 - testrun_ae6f81ee - [INFO] - [E:116| 500]: Train Loss:0.0010039, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:25:05,926 - testrun_ae6f81ee - [INFO] - [E:116| 600]: Train Loss:0.0010048, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:27:00,744 - testrun_ae6f81ee - [INFO] - [E:116| 700]: Train Loss:0.0010048, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:28:55,606 - testrun_ae6f81ee - [INFO] - [E:116| 800]: Train Loss:0.0010053, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:30:50,186 - testrun_ae6f81ee - [INFO] - [E:116| 900]: Train Loss:0.0010057, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:32:44,921 - testrun_ae6f81ee - [INFO] - [E:116| 1000]: Train Loss:0.0010059, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:34:38,914 - testrun_ae6f81ee - [INFO] - [E:116| 1100]: Train Loss:0.0010061, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:36:33,788 - testrun_ae6f81ee - [INFO] - [E:116| 1200]: Train Loss:0.0010062, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:38:28,485 - testrun_ae6f81ee - [INFO] - [E:116| 1300]: Train Loss:0.0010062, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:40:23,041 - testrun_ae6f81ee - [INFO] - [E:116| 1400]: Train Loss:0.0010063, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:42:17,782 - testrun_ae6f81ee - [INFO] - [E:116| 1500]: Train Loss:0.0010063, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:44:12,571 - testrun_ae6f81ee - [INFO] - [E:116| 1600]: Train Loss:0.0010063, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:45:27,862 - testrun_ae6f81ee - [INFO] - [Epoch:116]: Training Loss:0.001006 + +2023-06-02 19:45:28,262 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 19:46:08,970 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 19:46:32,555 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 19:47:13,690 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 19:47:37,027 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.49629, Head : 0.28479, Avg : 0.39054 + +2023-06-02 19:47:37,054 - testrun_ae6f81ee - [INFO] - [Epoch 116]: Training Loss: 0.0010063, Valid MRR: 0.41657, + + + +2023-06-02 19:47:38,265 - testrun_ae6f81ee - [INFO] - [E:117| 0]: Train Loss:0.00099735, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:49:33,151 - testrun_ae6f81ee - [INFO] - [E:117| 100]: Train Loss:0.001007, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:51:28,014 - testrun_ae6f81ee - [INFO] - [E:117| 200]: Train Loss:0.0010071, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:53:22,779 - testrun_ae6f81ee - [INFO] - [E:117| 300]: Train Loss:0.0010057, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:55:17,722 - testrun_ae6f81ee - [INFO] - [E:117| 400]: Train Loss:0.0010052, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:57:12,548 - testrun_ae6f81ee - [INFO] - [E:117| 500]: Train Loss:0.0010053, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 19:59:07,710 - testrun_ae6f81ee - [INFO] - [E:117| 600]: Train Loss:0.0010052, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:01:02,650 - testrun_ae6f81ee - [INFO] - [E:117| 700]: Train Loss:0.0010056, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:02:58,209 - testrun_ae6f81ee - [INFO] - [E:117| 800]: Train Loss:0.001005, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:04:53,533 - testrun_ae6f81ee - [INFO] - [E:117| 900]: Train Loss:0.0010052, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:06:35,076 - testrun_ae6f81ee - [INFO] - [E:117| 1000]: Train Loss:0.0010051, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:08:06,796 - testrun_ae6f81ee - [INFO] - [E:117| 1100]: Train Loss:0.0010052, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:09:38,941 - testrun_ae6f81ee - [INFO] - [E:117| 1200]: Train Loss:0.0010053, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:11:11,720 - testrun_ae6f81ee - [INFO] - [E:117| 1300]: Train Loss:0.0010049, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:12:44,524 - testrun_ae6f81ee - [INFO] - [E:117| 1400]: Train Loss:0.0010049, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:14:17,292 - testrun_ae6f81ee - [INFO] - [E:117| 1500]: Train Loss:0.0010051, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:15:50,067 - testrun_ae6f81ee - [INFO] - [E:117| 1600]: Train Loss:0.0010052, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:16:50,678 - testrun_ae6f81ee - [INFO] - [Epoch:117]: Training Loss:0.001006 + +2023-06-02 20:16:50,971 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 20:17:22,061 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 20:17:40,060 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 20:18:11,322 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 20:18:27,880 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.49407, Head : 0.2825, Avg : 0.38829 + +2023-06-02 20:18:27,907 - testrun_ae6f81ee - [INFO] - [Epoch 117]: Training Loss: 0.0010056, Valid MRR: 0.41657, + + + +2023-06-02 20:18:28,719 - testrun_ae6f81ee - [INFO] - [E:118| 0]: Train Loss:0.00099355, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:20:23,561 - testrun_ae6f81ee - [INFO] - [E:118| 100]: Train Loss:0.0010033, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:22:18,726 - testrun_ae6f81ee - [INFO] - [E:118| 200]: Train Loss:0.0010086, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:24:13,396 - testrun_ae6f81ee - [INFO] - [E:118| 300]: Train Loss:0.0010065, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:26:08,491 - testrun_ae6f81ee - [INFO] - [E:118| 400]: Train Loss:0.0010041, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:28:03,590 - testrun_ae6f81ee - [INFO] - [E:118| 500]: Train Loss:0.0010034, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:29:58,450 - testrun_ae6f81ee - [INFO] - [E:118| 600]: Train Loss:0.0010039, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:31:53,705 - testrun_ae6f81ee - [INFO] - [E:118| 700]: Train Loss:0.0010037, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:33:49,706 - testrun_ae6f81ee - [INFO] - [E:118| 800]: Train Loss:0.0010037, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:35:45,285 - testrun_ae6f81ee - [INFO] - [E:118| 900]: Train Loss:0.0010041, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:37:40,822 - testrun_ae6f81ee - [INFO] - [E:118| 1000]: Train Loss:0.0010047, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:39:36,021 - testrun_ae6f81ee - [INFO] - [E:118| 1100]: Train Loss:0.0010048, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:41:31,362 - testrun_ae6f81ee - [INFO] - [E:118| 1200]: Train Loss:0.0010051, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:43:26,861 - testrun_ae6f81ee - [INFO] - [E:118| 1300]: Train Loss:0.0010049, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:45:22,104 - testrun_ae6f81ee - [INFO] - [E:118| 1400]: Train Loss:0.0010051, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:47:17,617 - testrun_ae6f81ee - [INFO] - [E:118| 1500]: Train Loss:0.0010052, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:49:13,353 - testrun_ae6f81ee - [INFO] - [E:118| 1600]: Train Loss:0.001005, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:50:28,616 - testrun_ae6f81ee - [INFO] - [Epoch:118]: Training Loss:0.001005 + +2023-06-02 20:50:29,132 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 20:51:10,303 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 20:51:34,176 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 20:52:15,423 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 20:52:38,868 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.50241, Head : 0.2756, Avg : 0.389 + +2023-06-02 20:52:38,895 - testrun_ae6f81ee - [INFO] - [Epoch 118]: Training Loss: 0.0010048, Valid MRR: 0.41657, + + + +2023-06-02 20:52:40,080 - testrun_ae6f81ee - [INFO] - [E:119| 0]: Train Loss:0.00098893, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:54:35,791 - testrun_ae6f81ee - [INFO] - [E:119| 100]: Train Loss:0.00099623, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:56:31,149 - testrun_ae6f81ee - [INFO] - [E:119| 200]: Train Loss:0.00099951, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 20:58:26,635 - testrun_ae6f81ee - [INFO] - [E:119| 300]: Train Loss:0.0010012, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:00:22,385 - testrun_ae6f81ee - [INFO] - [E:119| 400]: Train Loss:0.0010028, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:02:18,168 - testrun_ae6f81ee - [INFO] - [E:119| 500]: Train Loss:0.0010021, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:04:13,817 - testrun_ae6f81ee - [INFO] - [E:119| 600]: Train Loss:0.001002, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:06:09,249 - testrun_ae6f81ee - [INFO] - [E:119| 700]: Train Loss:0.0010023, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:08:04,698 - testrun_ae6f81ee - [INFO] - [E:119| 800]: Train Loss:0.0010027, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:10:00,177 - testrun_ae6f81ee - [INFO] - [E:119| 900]: Train Loss:0.0010037, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:11:55,784 - testrun_ae6f81ee - [INFO] - [E:119| 1000]: Train Loss:0.001004, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:13:50,951 - testrun_ae6f81ee - [INFO] - [E:119| 1100]: Train Loss:0.0010043, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:15:45,987 - testrun_ae6f81ee - [INFO] - [E:119| 1200]: Train Loss:0.0010041, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:17:41,656 - testrun_ae6f81ee - [INFO] - [E:119| 1300]: Train Loss:0.0010041, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:19:37,244 - testrun_ae6f81ee - [INFO] - [E:119| 1400]: Train Loss:0.0010043, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:21:32,583 - testrun_ae6f81ee - [INFO] - [E:119| 1500]: Train Loss:0.0010043, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:23:28,292 - testrun_ae6f81ee - [INFO] - [E:119| 1600]: Train Loss:0.0010045, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:24:43,807 - testrun_ae6f81ee - [INFO] - [Epoch:119]: Training Loss:0.001004 + +2023-06-02 21:24:44,233 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 21:25:25,370 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 21:25:49,171 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 21:26:30,487 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 21:26:54,006 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.50229, Head : 0.3262, Avg : 0.41424 + MR: Tail : 471.12, Head : 516.27, Avg : 493.7 + Hit-1: Tail : 0.40647, Head : 0.22061, Avg : 0.31354 + Hit-3: Tail : 0.55067, Head : 0.36283, Avg : 0.45675 + Hit-10: Tail : 0.68522, Head : 0.5482, Avg : 0.61671 +2023-06-02 21:26:54,044 - testrun_ae6f81ee - [INFO] - [Epoch 119]: Training Loss: 0.0010044, Valid MRR: 0.41657, + + + +2023-06-02 21:26:55,248 - testrun_ae6f81ee - [INFO] - [E:120| 0]: Train Loss:0.0011124, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:28:50,496 - testrun_ae6f81ee - [INFO] - [E:120| 100]: Train Loss:0.0010059, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:30:45,724 - testrun_ae6f81ee - [INFO] - [E:120| 200]: Train Loss:0.001003, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:32:41,324 - testrun_ae6f81ee - [INFO] - [E:120| 300]: Train Loss:0.001003, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:34:37,105 - testrun_ae6f81ee - [INFO] - [E:120| 400]: Train Loss:0.0010012, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:36:32,648 - testrun_ae6f81ee - [INFO] - [E:120| 500]: Train Loss:0.0010015, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:38:28,211 - testrun_ae6f81ee - [INFO] - [E:120| 600]: Train Loss:0.0010025, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:40:23,772 - testrun_ae6f81ee - [INFO] - [E:120| 700]: Train Loss:0.0010025, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:42:19,293 - testrun_ae6f81ee - [INFO] - [E:120| 800]: Train Loss:0.0010024, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:44:14,754 - testrun_ae6f81ee - [INFO] - [E:120| 900]: Train Loss:0.0010029, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:46:10,453 - testrun_ae6f81ee - [INFO] - [E:120| 1000]: Train Loss:0.0010027, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:48:05,723 - testrun_ae6f81ee - [INFO] - [E:120| 1100]: Train Loss:0.0010029, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:50:00,562 - testrun_ae6f81ee - [INFO] - [E:120| 1200]: Train Loss:0.0010031, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:51:55,939 - testrun_ae6f81ee - [INFO] - [E:120| 1300]: Train Loss:0.0010033, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:53:51,535 - testrun_ae6f81ee - [INFO] - [E:120| 1400]: Train Loss:0.0010034, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:55:46,882 - testrun_ae6f81ee - [INFO] - [E:120| 1500]: Train Loss:0.0010031, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:57:42,593 - testrun_ae6f81ee - [INFO] - [E:120| 1600]: Train Loss:0.0010032, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 21:58:58,105 - testrun_ae6f81ee - [INFO] - [Epoch:120]: Training Loss:0.001003 + +2023-06-02 21:58:58,479 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 21:59:39,498 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 22:00:03,219 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 22:00:44,473 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 22:01:07,959 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.50166, Head : 0.28727, Avg : 0.39446 + +2023-06-02 22:01:07,986 - testrun_ae6f81ee - [INFO] - [Epoch 120]: Training Loss: 0.0010033, Valid MRR: 0.41657, + + + +2023-06-02 22:01:09,177 - testrun_ae6f81ee - [INFO] - [E:121| 0]: Train Loss:0.0010251, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:03:04,513 - testrun_ae6f81ee - [INFO] - [E:121| 100]: Train Loss:0.0010067, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:05:00,097 - testrun_ae6f81ee - [INFO] - [E:121| 200]: Train Loss:0.0010056, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:06:55,767 - testrun_ae6f81ee - [INFO] - [E:121| 300]: Train Loss:0.0010035, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:08:51,256 - testrun_ae6f81ee - [INFO] - [E:121| 400]: Train Loss:0.001004, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:10:46,841 - testrun_ae6f81ee - [INFO] - [E:121| 500]: Train Loss:0.0010031, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:12:42,727 - testrun_ae6f81ee - [INFO] - [E:121| 600]: Train Loss:0.0010027, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:14:38,340 - testrun_ae6f81ee - [INFO] - [E:121| 700]: Train Loss:0.0010024, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:16:33,677 - testrun_ae6f81ee - [INFO] - [E:121| 800]: Train Loss:0.0010026, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:18:10,845 - testrun_ae6f81ee - [INFO] - [E:121| 900]: Train Loss:0.0010028, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:19:43,560 - testrun_ae6f81ee - [INFO] - [E:121| 1000]: Train Loss:0.0010027, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:21:16,269 - testrun_ae6f81ee - [INFO] - [E:121| 1100]: Train Loss:0.0010028, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:22:47,633 - testrun_ae6f81ee - [INFO] - [E:121| 1200]: Train Loss:0.001003, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:24:20,180 - testrun_ae6f81ee - [INFO] - [E:121| 1300]: Train Loss:0.001003, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:25:52,918 - testrun_ae6f81ee - [INFO] - [E:121| 1400]: Train Loss:0.0010029, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:27:25,666 - testrun_ae6f81ee - [INFO] - [E:121| 1500]: Train Loss:0.0010032, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:28:58,413 - testrun_ae6f81ee - [INFO] - [E:121| 1600]: Train Loss:0.0010031, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:30:00,291 - testrun_ae6f81ee - [INFO] - [Epoch:121]: Training Loss:0.001003 + +2023-06-02 22:30:00,656 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 22:30:41,452 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 22:31:05,041 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 22:31:46,043 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 22:32:09,305 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.49711, Head : 0.28349, Avg : 0.3903 + +2023-06-02 22:32:09,332 - testrun_ae6f81ee - [INFO] - [Epoch 121]: Training Loss: 0.0010032, Valid MRR: 0.41657, + + + +2023-06-02 22:32:10,511 - testrun_ae6f81ee - [INFO] - [E:122| 0]: Train Loss:0.00094921, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:34:05,499 - testrun_ae6f81ee - [INFO] - [E:122| 100]: Train Loss:0.00099786, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:36:00,458 - testrun_ae6f81ee - [INFO] - [E:122| 200]: Train Loss:0.00099962, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:37:55,511 - testrun_ae6f81ee - [INFO] - [E:122| 300]: Train Loss:0.00099952, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:39:50,180 - testrun_ae6f81ee - [INFO] - [E:122| 400]: Train Loss:0.0010002, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:41:45,402 - testrun_ae6f81ee - [INFO] - [E:122| 500]: Train Loss:0.0010006, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:43:40,462 - testrun_ae6f81ee - [INFO] - [E:122| 600]: Train Loss:0.0010008, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:45:35,288 - testrun_ae6f81ee - [INFO] - [E:122| 700]: Train Loss:0.0010016, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:47:30,196 - testrun_ae6f81ee - [INFO] - [E:122| 800]: Train Loss:0.0010012, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:49:24,824 - testrun_ae6f81ee - [INFO] - [E:122| 900]: Train Loss:0.0010015, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:51:19,705 - testrun_ae6f81ee - [INFO] - [E:122| 1000]: Train Loss:0.0010014, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:53:14,767 - testrun_ae6f81ee - [INFO] - [E:122| 1100]: Train Loss:0.0010015, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:55:09,203 - testrun_ae6f81ee - [INFO] - [E:122| 1200]: Train Loss:0.0010014, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:57:04,135 - testrun_ae6f81ee - [INFO] - [E:122| 1300]: Train Loss:0.0010016, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 22:58:58,950 - testrun_ae6f81ee - [INFO] - [E:122| 1400]: Train Loss:0.001002, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:00:53,708 - testrun_ae6f81ee - [INFO] - [E:122| 1500]: Train Loss:0.0010021, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:02:48,727 - testrun_ae6f81ee - [INFO] - [E:122| 1600]: Train Loss:0.0010021, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:04:03,751 - testrun_ae6f81ee - [INFO] - [Epoch:122]: Training Loss:0.001002 + +2023-06-02 23:04:04,231 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 23:04:45,007 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 23:05:08,638 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 23:05:49,624 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 23:06:12,959 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.4996, Head : 0.29378, Avg : 0.39669 + +2023-06-02 23:06:12,987 - testrun_ae6f81ee - [INFO] - [Epoch 122]: Training Loss: 0.0010021, Valid MRR: 0.41657, + + + +2023-06-02 23:06:14,172 - testrun_ae6f81ee - [INFO] - [E:123| 0]: Train Loss:0.00096895, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:08:08,970 - testrun_ae6f81ee - [INFO] - [E:123| 100]: Train Loss:0.00099756, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:10:03,441 - testrun_ae6f81ee - [INFO] - [E:123| 200]: Train Loss:0.0010001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:11:58,417 - testrun_ae6f81ee - [INFO] - [E:123| 300]: Train Loss:0.0010008, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:13:53,176 - testrun_ae6f81ee - [INFO] - [E:123| 400]: Train Loss:0.001002, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:15:47,929 - testrun_ae6f81ee - [INFO] - [E:123| 500]: Train Loss:0.0010026, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:17:42,853 - testrun_ae6f81ee - [INFO] - [E:123| 600]: Train Loss:0.0010014, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:19:37,836 - testrun_ae6f81ee - [INFO] - [E:123| 700]: Train Loss:0.0010012, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:21:32,626 - testrun_ae6f81ee - [INFO] - [E:123| 800]: Train Loss:0.0010016, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:23:27,722 - testrun_ae6f81ee - [INFO] - [E:123| 900]: Train Loss:0.001001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:25:22,387 - testrun_ae6f81ee - [INFO] - [E:123| 1000]: Train Loss:0.0010009, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:27:17,523 - testrun_ae6f81ee - [INFO] - [E:123| 1100]: Train Loss:0.0010013, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:29:12,176 - testrun_ae6f81ee - [INFO] - [E:123| 1200]: Train Loss:0.0010014, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:31:06,862 - testrun_ae6f81ee - [INFO] - [E:123| 1300]: Train Loss:0.0010013, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:33:01,973 - testrun_ae6f81ee - [INFO] - [E:123| 1400]: Train Loss:0.0010014, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:34:56,909 - testrun_ae6f81ee - [INFO] - [E:123| 1500]: Train Loss:0.0010013, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:36:51,844 - testrun_ae6f81ee - [INFO] - [E:123| 1600]: Train Loss:0.0010016, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:38:06,718 - testrun_ae6f81ee - [INFO] - [Epoch:123]: Training Loss:0.001001 + +2023-06-02 23:38:07,178 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-02 23:38:47,880 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-02 23:39:11,467 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-02 23:39:52,532 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-02 23:40:15,862 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.50313, Head : 0.30144, Avg : 0.40228 + +2023-06-02 23:40:15,889 - testrun_ae6f81ee - [INFO] - [Epoch 123]: Training Loss: 0.0010014, Valid MRR: 0.41657, + + + +2023-06-02 23:40:17,066 - testrun_ae6f81ee - [INFO] - [E:124| 0]: Train Loss:0.0010076, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:42:12,067 - testrun_ae6f81ee - [INFO] - [E:124| 100]: Train Loss:0.0010028, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:44:07,195 - testrun_ae6f81ee - [INFO] - [E:124| 200]: Train Loss:0.0010001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:46:02,289 - testrun_ae6f81ee - [INFO] - [E:124| 300]: Train Loss:0.0010005, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:47:57,683 - testrun_ae6f81ee - [INFO] - [E:124| 400]: Train Loss:0.0010004, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:49:52,870 - testrun_ae6f81ee - [INFO] - [E:124| 500]: Train Loss:0.0010003, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:51:47,648 - testrun_ae6f81ee - [INFO] - [E:124| 600]: Train Loss:0.0010002, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:53:42,962 - testrun_ae6f81ee - [INFO] - [E:124| 700]: Train Loss:0.0010003, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:55:38,031 - testrun_ae6f81ee - [INFO] - [E:124| 800]: Train Loss:0.0010004, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:57:33,041 - testrun_ae6f81ee - [INFO] - [E:124| 900]: Train Loss:0.0010003, Val MRR:0.41657, testrun_ae6f81ee +2023-06-02 23:59:27,911 - testrun_ae6f81ee - [INFO] - [E:124| 1000]: Train Loss:0.0010004, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:01:22,685 - testrun_ae6f81ee - [INFO] - [E:124| 1100]: Train Loss:0.0010003, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:03:17,520 - testrun_ae6f81ee - [INFO] - [E:124| 1200]: Train Loss:0.0010002, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:05:11,993 - testrun_ae6f81ee - [INFO] - [E:124| 1300]: Train Loss:0.0010004, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:07:07,212 - testrun_ae6f81ee - [INFO] - [E:124| 1400]: Train Loss:0.0010004, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:09:02,024 - testrun_ae6f81ee - [INFO] - [E:124| 1500]: Train Loss:0.0010004, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:10:57,069 - testrun_ae6f81ee - [INFO] - [E:124| 1600]: Train Loss:0.0010005, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:12:12,319 - testrun_ae6f81ee - [INFO] - [Epoch:124]: Training Loss:0.001 + +2023-06-03 00:12:12,683 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 00:12:53,611 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 00:13:17,317 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 00:13:58,304 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 00:14:21,821 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.5064, Head : 0.28188, Avg : 0.39414 + +2023-06-03 00:14:21,855 - testrun_ae6f81ee - [INFO] - [Epoch 124]: Training Loss: 0.0010005, Valid MRR: 0.41657, + + + +2023-06-03 00:14:23,080 - testrun_ae6f81ee - [INFO] - [E:125| 0]: Train Loss:0.0010058, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:16:18,142 - testrun_ae6f81ee - [INFO] - [E:125| 100]: Train Loss:0.00099845, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:18:12,994 - testrun_ae6f81ee - [INFO] - [E:125| 200]: Train Loss:0.00099896, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:20:08,134 - testrun_ae6f81ee - [INFO] - [E:125| 300]: Train Loss:0.0010001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:22:03,271 - testrun_ae6f81ee - [INFO] - [E:125| 400]: Train Loss:0.00099891, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:23:58,123 - testrun_ae6f81ee - [INFO] - [E:125| 500]: Train Loss:0.00099972, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:25:53,220 - testrun_ae6f81ee - [INFO] - [E:125| 600]: Train Loss:0.00099928, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:27:48,008 - testrun_ae6f81ee - [INFO] - [E:125| 700]: Train Loss:0.001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:29:31,855 - testrun_ae6f81ee - [INFO] - [E:125| 800]: Train Loss:0.0010005, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:31:04,265 - testrun_ae6f81ee - [INFO] - [E:125| 900]: Train Loss:0.0010001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:32:36,776 - testrun_ae6f81ee - [INFO] - [E:125| 1000]: Train Loss:0.0010001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:34:08,913 - testrun_ae6f81ee - [INFO] - [E:125| 1100]: Train Loss:0.00099972, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:35:41,530 - testrun_ae6f81ee - [INFO] - [E:125| 1200]: Train Loss:0.00099995, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:37:13,776 - testrun_ae6f81ee - [INFO] - [E:125| 1300]: Train Loss:0.00099997, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:38:46,010 - testrun_ae6f81ee - [INFO] - [E:125| 1400]: Train Loss:0.00099988, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:40:18,406 - testrun_ae6f81ee - [INFO] - [E:125| 1500]: Train Loss:0.001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:41:54,407 - testrun_ae6f81ee - [INFO] - [E:125| 1600]: Train Loss:0.0010003, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:43:09,905 - testrun_ae6f81ee - [INFO] - [Epoch:125]: Training Loss:0.001 + +2023-06-03 00:43:10,448 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 00:43:51,510 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 00:44:15,416 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 00:44:56,629 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 00:45:20,157 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.50537, Head : 0.2811, Avg : 0.39323 + +2023-06-03 00:45:20,184 - testrun_ae6f81ee - [INFO] - [Epoch 125]: Training Loss: 0.0010003, Valid MRR: 0.41657, + + + +2023-06-03 00:45:21,372 - testrun_ae6f81ee - [INFO] - [E:126| 0]: Train Loss:0.0010115, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:47:17,064 - testrun_ae6f81ee - [INFO] - [E:126| 100]: Train Loss:0.0010035, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:49:12,436 - testrun_ae6f81ee - [INFO] - [E:126| 200]: Train Loss:0.00099923, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:51:08,165 - testrun_ae6f81ee - [INFO] - [E:126| 300]: Train Loss:0.00099903, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:53:03,975 - testrun_ae6f81ee - [INFO] - [E:126| 400]: Train Loss:0.00099795, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:54:59,509 - testrun_ae6f81ee - [INFO] - [E:126| 500]: Train Loss:0.00099817, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:56:54,968 - testrun_ae6f81ee - [INFO] - [E:126| 600]: Train Loss:0.00099883, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 00:58:50,392 - testrun_ae6f81ee - [INFO] - [E:126| 700]: Train Loss:0.00099848, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:00:45,929 - testrun_ae6f81ee - [INFO] - [E:126| 800]: Train Loss:0.0009992, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:02:41,333 - testrun_ae6f81ee - [INFO] - [E:126| 900]: Train Loss:0.00099986, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:04:37,073 - testrun_ae6f81ee - [INFO] - [E:126| 1000]: Train Loss:0.00099974, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:06:32,542 - testrun_ae6f81ee - [INFO] - [E:126| 1100]: Train Loss:0.00099997, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:08:28,100 - testrun_ae6f81ee - [INFO] - [E:126| 1200]: Train Loss:0.00099988, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:10:23,254 - testrun_ae6f81ee - [INFO] - [E:126| 1300]: Train Loss:0.0010001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:12:18,701 - testrun_ae6f81ee - [INFO] - [E:126| 1400]: Train Loss:0.0009995, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:14:14,554 - testrun_ae6f81ee - [INFO] - [E:126| 1500]: Train Loss:0.00099944, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:16:10,174 - testrun_ae6f81ee - [INFO] - [E:126| 1600]: Train Loss:0.00099901, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:17:25,870 - testrun_ae6f81ee - [INFO] - [Epoch:126]: Training Loss:0.0009992 + +2023-06-03 01:17:26,231 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 01:18:07,456 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 01:18:31,173 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 01:19:12,463 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 01:19:36,054 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.50262, Head : 0.30467, Avg : 0.40365 + +2023-06-03 01:19:36,081 - testrun_ae6f81ee - [INFO] - [Epoch 126]: Training Loss: 0.0009992, Valid MRR: 0.41657, + + + +2023-06-03 01:19:37,367 - testrun_ae6f81ee - [INFO] - [E:127| 0]: Train Loss:0.0010046, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:21:33,097 - testrun_ae6f81ee - [INFO] - [E:127| 100]: Train Loss:0.0010009, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:23:28,782 - testrun_ae6f81ee - [INFO] - [E:127| 200]: Train Loss:0.00099732, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:25:24,563 - testrun_ae6f81ee - [INFO] - [E:127| 300]: Train Loss:0.0009987, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:27:20,233 - testrun_ae6f81ee - [INFO] - [E:127| 400]: Train Loss:0.00099871, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:29:16,316 - testrun_ae6f81ee - [INFO] - [E:127| 500]: Train Loss:0.00099966, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:31:12,191 - testrun_ae6f81ee - [INFO] - [E:127| 600]: Train Loss:0.00099972, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:33:08,214 - testrun_ae6f81ee - [INFO] - [E:127| 700]: Train Loss:0.00099982, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:35:04,036 - testrun_ae6f81ee - [INFO] - [E:127| 800]: Train Loss:0.0010001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:36:59,694 - testrun_ae6f81ee - [INFO] - [E:127| 900]: Train Loss:0.00099967, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:38:55,684 - testrun_ae6f81ee - [INFO] - [E:127| 1000]: Train Loss:0.00099972, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:40:51,517 - testrun_ae6f81ee - [INFO] - [E:127| 1100]: Train Loss:0.00099951, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:42:47,179 - testrun_ae6f81ee - [INFO] - [E:127| 1200]: Train Loss:0.00099938, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:44:42,447 - testrun_ae6f81ee - [INFO] - [E:127| 1300]: Train Loss:0.00099911, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:46:37,791 - testrun_ae6f81ee - [INFO] - [E:127| 1400]: Train Loss:0.00099885, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:48:33,488 - testrun_ae6f81ee - [INFO] - [E:127| 1500]: Train Loss:0.00099885, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:50:29,476 - testrun_ae6f81ee - [INFO] - [E:127| 1600]: Train Loss:0.00099884, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:51:44,938 - testrun_ae6f81ee - [INFO] - [Epoch:127]: Training Loss:0.0009989 + +2023-06-03 01:51:45,329 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 01:52:26,376 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 01:52:50,296 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 01:53:31,711 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 01:53:55,182 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.50387, Head : 0.28689, Avg : 0.39538 + +2023-06-03 01:53:55,210 - testrun_ae6f81ee - [INFO] - [Epoch 127]: Training Loss: 0.00099895, Valid MRR: 0.41657, + + + +2023-06-03 01:53:56,447 - testrun_ae6f81ee - [INFO] - [E:128| 0]: Train Loss:0.00095256, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:55:52,303 - testrun_ae6f81ee - [INFO] - [E:128| 100]: Train Loss:0.00099991, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:57:48,315 - testrun_ae6f81ee - [INFO] - [E:128| 200]: Train Loss:0.00099965, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 01:59:44,158 - testrun_ae6f81ee - [INFO] - [E:128| 300]: Train Loss:0.0009973, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:01:39,889 - testrun_ae6f81ee - [INFO] - [E:128| 400]: Train Loss:0.00099673, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:03:35,740 - testrun_ae6f81ee - [INFO] - [E:128| 500]: Train Loss:0.00099707, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:05:31,510 - testrun_ae6f81ee - [INFO] - [E:128| 600]: Train Loss:0.00099754, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:07:27,456 - testrun_ae6f81ee - [INFO] - [E:128| 700]: Train Loss:0.00099745, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:09:23,325 - testrun_ae6f81ee - [INFO] - [E:128| 800]: Train Loss:0.000997, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:11:18,943 - testrun_ae6f81ee - [INFO] - [E:128| 900]: Train Loss:0.00099753, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:13:15,076 - testrun_ae6f81ee - [INFO] - [E:128| 1000]: Train Loss:0.00099811, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:15:10,730 - testrun_ae6f81ee - [INFO] - [E:128| 1100]: Train Loss:0.00099796, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:17:06,688 - testrun_ae6f81ee - [INFO] - [E:128| 1200]: Train Loss:0.00099784, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:19:02,192 - testrun_ae6f81ee - [INFO] - [E:128| 1300]: Train Loss:0.00099779, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:20:57,915 - testrun_ae6f81ee - [INFO] - [E:128| 1400]: Train Loss:0.00099777, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:22:53,778 - testrun_ae6f81ee - [INFO] - [E:128| 1500]: Train Loss:0.00099769, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:24:49,647 - testrun_ae6f81ee - [INFO] - [E:128| 1600]: Train Loss:0.00099767, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:26:05,214 - testrun_ae6f81ee - [INFO] - [Epoch:128]: Training Loss:0.0009981 + +2023-06-03 02:26:05,675 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 02:26:46,843 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 02:27:10,540 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 02:27:51,913 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 02:28:15,554 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.50406, Head : 0.29138, Avg : 0.39772 + +2023-06-03 02:28:15,581 - testrun_ae6f81ee - [INFO] - [Epoch 128]: Training Loss: 0.00099808, Valid MRR: 0.41657, + + + +2023-06-03 02:28:16,843 - testrun_ae6f81ee - [INFO] - [E:129| 0]: Train Loss:0.00097692, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:30:12,893 - testrun_ae6f81ee - [INFO] - [E:129| 100]: Train Loss:0.0010031, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:32:08,773 - testrun_ae6f81ee - [INFO] - [E:129| 200]: Train Loss:0.0010001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:34:04,599 - testrun_ae6f81ee - [INFO] - [E:129| 300]: Train Loss:0.00099903, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:36:00,232 - testrun_ae6f81ee - [INFO] - [E:129| 400]: Train Loss:0.00099781, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:37:56,168 - testrun_ae6f81ee - [INFO] - [E:129| 500]: Train Loss:0.00099709, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:39:51,887 - testrun_ae6f81ee - [INFO] - [E:129| 600]: Train Loss:0.00099706, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:41:25,898 - testrun_ae6f81ee - [INFO] - [E:129| 700]: Train Loss:0.00099664, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:42:58,805 - testrun_ae6f81ee - [INFO] - [E:129| 800]: Train Loss:0.0009971, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:44:31,730 - testrun_ae6f81ee - [INFO] - [E:129| 900]: Train Loss:0.00099734, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:46:04,650 - testrun_ae6f81ee - [INFO] - [E:129| 1000]: Train Loss:0.00099768, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:47:37,573 - testrun_ae6f81ee - [INFO] - [E:129| 1100]: Train Loss:0.00099765, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:49:10,514 - testrun_ae6f81ee - [INFO] - [E:129| 1200]: Train Loss:0.00099745, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:50:43,110 - testrun_ae6f81ee - [INFO] - [E:129| 1300]: Train Loss:0.00099753, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:52:14,762 - testrun_ae6f81ee - [INFO] - [E:129| 1400]: Train Loss:0.0009974, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:53:59,658 - testrun_ae6f81ee - [INFO] - [E:129| 1500]: Train Loss:0.00099758, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:55:55,341 - testrun_ae6f81ee - [INFO] - [E:129| 1600]: Train Loss:0.00099754, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 02:57:11,079 - testrun_ae6f81ee - [INFO] - [Epoch:129]: Training Loss:0.0009978 + +2023-06-03 02:57:11,508 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 02:57:52,544 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 02:58:16,276 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 02:58:57,397 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 02:59:20,815 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.50367, Head : 0.2946, Avg : 0.39913 + MR: Tail : 495.39, Head : 520.48, Avg : 507.93 + Hit-1: Tail : 0.409, Head : 0.1927, Avg : 0.30085 + Hit-3: Tail : 0.55062, Head : 0.33645, Avg : 0.44354 + Hit-10: Tail : 0.68597, Head : 0.49842, Avg : 0.59219 +2023-06-03 02:59:20,843 - testrun_ae6f81ee - [INFO] - [Epoch 129]: Training Loss: 0.00099784, Valid MRR: 0.41657, + + + +2023-06-03 02:59:22,032 - testrun_ae6f81ee - [INFO] - [E:130| 0]: Train Loss:0.00094577, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:01:17,168 - testrun_ae6f81ee - [INFO] - [E:130| 100]: Train Loss:0.00099172, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:03:12,507 - testrun_ae6f81ee - [INFO] - [E:130| 200]: Train Loss:0.00099268, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:05:08,021 - testrun_ae6f81ee - [INFO] - [E:130| 300]: Train Loss:0.0009945, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:07:03,270 - testrun_ae6f81ee - [INFO] - [E:130| 400]: Train Loss:0.00099653, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:08:58,815 - testrun_ae6f81ee - [INFO] - [E:130| 500]: Train Loss:0.00099601, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:10:53,923 - testrun_ae6f81ee - [INFO] - [E:130| 600]: Train Loss:0.00099683, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:12:49,001 - testrun_ae6f81ee - [INFO] - [E:130| 700]: Train Loss:0.00099664, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:14:44,501 - testrun_ae6f81ee - [INFO] - [E:130| 800]: Train Loss:0.00099687, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:16:39,559 - testrun_ae6f81ee - [INFO] - [E:130| 900]: Train Loss:0.00099641, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:18:34,188 - testrun_ae6f81ee - [INFO] - [E:130| 1000]: Train Loss:0.00099636, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:20:29,379 - testrun_ae6f81ee - [INFO] - [E:130| 1100]: Train Loss:0.00099635, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:22:24,565 - testrun_ae6f81ee - [INFO] - [E:130| 1200]: Train Loss:0.00099637, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:24:19,962 - testrun_ae6f81ee - [INFO] - [E:130| 1300]: Train Loss:0.00099637, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:26:14,647 - testrun_ae6f81ee - [INFO] - [E:130| 1400]: Train Loss:0.00099673, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:28:09,696 - testrun_ae6f81ee - [INFO] - [E:130| 1500]: Train Loss:0.00099672, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:30:04,769 - testrun_ae6f81ee - [INFO] - [E:130| 1600]: Train Loss:0.00099691, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:31:20,220 - testrun_ae6f81ee - [INFO] - [Epoch:130]: Training Loss:0.0009967 + +2023-06-03 03:31:20,611 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 03:32:01,655 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 03:32:25,387 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 03:33:06,449 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 03:33:29,853 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.50281, Head : 0.29375, Avg : 0.39828 + +2023-06-03 03:33:29,881 - testrun_ae6f81ee - [INFO] - [Epoch 130]: Training Loss: 0.00099669, Valid MRR: 0.41657, + + + +2023-06-03 03:33:31,067 - testrun_ae6f81ee - [INFO] - [E:131| 0]: Train Loss:0.00098449, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:35:26,386 - testrun_ae6f81ee - [INFO] - [E:131| 100]: Train Loss:0.00099601, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:37:21,875 - testrun_ae6f81ee - [INFO] - [E:131| 200]: Train Loss:0.0009973, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:39:17,215 - testrun_ae6f81ee - [INFO] - [E:131| 300]: Train Loss:0.00099605, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:41:12,240 - testrun_ae6f81ee - [INFO] - [E:131| 400]: Train Loss:0.00099609, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:43:07,716 - testrun_ae6f81ee - [INFO] - [E:131| 500]: Train Loss:0.00099678, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:45:03,363 - testrun_ae6f81ee - [INFO] - [E:131| 600]: Train Loss:0.00099704, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:46:58,247 - testrun_ae6f81ee - [INFO] - [E:131| 700]: Train Loss:0.00099621, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:48:53,553 - testrun_ae6f81ee - [INFO] - [E:131| 800]: Train Loss:0.0009963, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:50:48,798 - testrun_ae6f81ee - [INFO] - [E:131| 900]: Train Loss:0.00099685, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:52:43,920 - testrun_ae6f81ee - [INFO] - [E:131| 1000]: Train Loss:0.00099695, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:54:39,348 - testrun_ae6f81ee - [INFO] - [E:131| 1100]: Train Loss:0.00099705, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:56:34,642 - testrun_ae6f81ee - [INFO] - [E:131| 1200]: Train Loss:0.00099688, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 03:58:30,149 - testrun_ae6f81ee - [INFO] - [E:131| 1300]: Train Loss:0.00099667, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:00:24,867 - testrun_ae6f81ee - [INFO] - [E:131| 1400]: Train Loss:0.0009968, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:02:19,863 - testrun_ae6f81ee - [INFO] - [E:131| 1500]: Train Loss:0.00099675, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:04:15,060 - testrun_ae6f81ee - [INFO] - [E:131| 1600]: Train Loss:0.00099638, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:05:30,268 - testrun_ae6f81ee - [INFO] - [Epoch:131]: Training Loss:0.0009963 + +2023-06-03 04:05:30,752 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 04:06:11,724 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 04:06:35,550 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 04:07:16,683 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 04:07:40,068 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.49652, Head : 0.3066, Avg : 0.40156 + +2023-06-03 04:07:40,096 - testrun_ae6f81ee - [INFO] - [Epoch 131]: Training Loss: 0.00099628, Valid MRR: 0.41657, + + + +2023-06-03 04:07:41,314 - testrun_ae6f81ee - [INFO] - [E:132| 0]: Train Loss:0.00097236, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:09:36,486 - testrun_ae6f81ee - [INFO] - [E:132| 100]: Train Loss:0.00099395, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:11:31,958 - testrun_ae6f81ee - [INFO] - [E:132| 200]: Train Loss:0.00099545, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:13:27,548 - testrun_ae6f81ee - [INFO] - [E:132| 300]: Train Loss:0.00099607, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:15:22,958 - testrun_ae6f81ee - [INFO] - [E:132| 400]: Train Loss:0.00099695, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:17:18,367 - testrun_ae6f81ee - [INFO] - [E:132| 500]: Train Loss:0.00099675, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:19:13,687 - testrun_ae6f81ee - [INFO] - [E:132| 600]: Train Loss:0.00099635, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:21:09,259 - testrun_ae6f81ee - [INFO] - [E:132| 700]: Train Loss:0.00099633, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:23:04,688 - testrun_ae6f81ee - [INFO] - [E:132| 800]: Train Loss:0.0009963, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:24:59,867 - testrun_ae6f81ee - [INFO] - [E:132| 900]: Train Loss:0.00099625, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:26:55,182 - testrun_ae6f81ee - [INFO] - [E:132| 1000]: Train Loss:0.00099617, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:28:50,714 - testrun_ae6f81ee - [INFO] - [E:132| 1100]: Train Loss:0.00099603, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:30:46,126 - testrun_ae6f81ee - [INFO] - [E:132| 1200]: Train Loss:0.00099586, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:32:41,662 - testrun_ae6f81ee - [INFO] - [E:132| 1300]: Train Loss:0.00099581, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:34:36,687 - testrun_ae6f81ee - [INFO] - [E:132| 1400]: Train Loss:0.00099574, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:36:31,453 - testrun_ae6f81ee - [INFO] - [E:132| 1500]: Train Loss:0.00099581, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:38:26,659 - testrun_ae6f81ee - [INFO] - [E:132| 1600]: Train Loss:0.00099563, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:39:42,055 - testrun_ae6f81ee - [INFO] - [Epoch:132]: Training Loss:0.0009957 + +2023-06-03 04:39:42,564 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 04:40:23,473 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 04:40:47,208 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 04:41:28,531 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 04:41:51,912 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.50487, Head : 0.29015, Avg : 0.39751 + +2023-06-03 04:41:51,939 - testrun_ae6f81ee - [INFO] - [Epoch 132]: Training Loss: 0.00099567, Valid MRR: 0.41657, + + + +2023-06-03 04:41:53,125 - testrun_ae6f81ee - [INFO] - [E:133| 0]: Train Loss:0.00099097, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:43:48,426 - testrun_ae6f81ee - [INFO] - [E:133| 100]: Train Loss:0.00099444, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:45:43,891 - testrun_ae6f81ee - [INFO] - [E:133| 200]: Train Loss:0.000993, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:47:39,315 - testrun_ae6f81ee - [INFO] - [E:133| 300]: Train Loss:0.00099223, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:49:34,474 - testrun_ae6f81ee - [INFO] - [E:133| 400]: Train Loss:0.0009923, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:51:29,606 - testrun_ae6f81ee - [INFO] - [E:133| 500]: Train Loss:0.00099204, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:53:09,027 - testrun_ae6f81ee - [INFO] - [E:133| 600]: Train Loss:0.00099212, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:54:41,801 - testrun_ae6f81ee - [INFO] - [E:133| 700]: Train Loss:0.00099359, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:56:14,612 - testrun_ae6f81ee - [INFO] - [E:133| 800]: Train Loss:0.00099424, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:57:47,426 - testrun_ae6f81ee - [INFO] - [E:133| 900]: Train Loss:0.00099435, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 04:59:20,268 - testrun_ae6f81ee - [INFO] - [E:133| 1000]: Train Loss:0.0009942, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:00:53,016 - testrun_ae6f81ee - [INFO] - [E:133| 1100]: Train Loss:0.00099446, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:02:25,846 - testrun_ae6f81ee - [INFO] - [E:133| 1200]: Train Loss:0.00099478, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:03:58,622 - testrun_ae6f81ee - [INFO] - [E:133| 1300]: Train Loss:0.00099466, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:05:37,625 - testrun_ae6f81ee - [INFO] - [E:133| 1400]: Train Loss:0.00099485, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:07:32,609 - testrun_ae6f81ee - [INFO] - [E:133| 1500]: Train Loss:0.00099509, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:09:27,801 - testrun_ae6f81ee - [INFO] - [E:133| 1600]: Train Loss:0.000995, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:10:43,464 - testrun_ae6f81ee - [INFO] - [Epoch:133]: Training Loss:0.0009951 + +2023-06-03 05:10:43,976 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 05:11:24,793 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 05:11:48,499 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 05:12:29,715 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 05:12:53,171 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.50384, Head : 0.30329, Avg : 0.40357 + +2023-06-03 05:12:53,199 - testrun_ae6f81ee - [INFO] - [Epoch 133]: Training Loss: 0.0009951, Valid MRR: 0.41657, + + + +2023-06-03 05:12:54,386 - testrun_ae6f81ee - [INFO] - [E:134| 0]: Train Loss:0.00098113, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:14:49,679 - testrun_ae6f81ee - [INFO] - [E:134| 100]: Train Loss:0.00099574, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:16:45,290 - testrun_ae6f81ee - [INFO] - [E:134| 200]: Train Loss:0.00099534, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:18:40,634 - testrun_ae6f81ee - [INFO] - [E:134| 300]: Train Loss:0.00099495, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:20:35,446 - testrun_ae6f81ee - [INFO] - [E:134| 400]: Train Loss:0.00099447, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:22:30,847 - testrun_ae6f81ee - [INFO] - [E:134| 500]: Train Loss:0.00099403, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:24:26,029 - testrun_ae6f81ee - [INFO] - [E:134| 600]: Train Loss:0.00099384, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:26:21,020 - testrun_ae6f81ee - [INFO] - [E:134| 700]: Train Loss:0.00099363, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:28:16,276 - testrun_ae6f81ee - [INFO] - [E:134| 800]: Train Loss:0.00099405, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:30:11,567 - testrun_ae6f81ee - [INFO] - [E:134| 900]: Train Loss:0.00099413, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:32:06,577 - testrun_ae6f81ee - [INFO] - [E:134| 1000]: Train Loss:0.00099433, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:34:02,025 - testrun_ae6f81ee - [INFO] - [E:134| 1100]: Train Loss:0.00099448, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:35:57,002 - testrun_ae6f81ee - [INFO] - [E:134| 1200]: Train Loss:0.00099456, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:37:52,246 - testrun_ae6f81ee - [INFO] - [E:134| 1300]: Train Loss:0.00099454, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:39:47,161 - testrun_ae6f81ee - [INFO] - [E:134| 1400]: Train Loss:0.00099422, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:41:41,627 - testrun_ae6f81ee - [INFO] - [E:134| 1500]: Train Loss:0.0009943, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:43:36,891 - testrun_ae6f81ee - [INFO] - [E:134| 1600]: Train Loss:0.00099465, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:44:52,218 - testrun_ae6f81ee - [INFO] - [Epoch:134]: Training Loss:0.0009944 + +2023-06-03 05:44:52,700 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 05:45:33,584 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 05:45:57,216 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 05:46:38,333 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 05:47:01,723 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.5054, Head : 0.28433, Avg : 0.39487 + +2023-06-03 05:47:01,750 - testrun_ae6f81ee - [INFO] - [Epoch 134]: Training Loss: 0.0009944, Valid MRR: 0.41657, + + + +2023-06-03 05:47:02,940 - testrun_ae6f81ee - [INFO] - [E:135| 0]: Train Loss:0.00098065, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:48:57,898 - testrun_ae6f81ee - [INFO] - [E:135| 100]: Train Loss:0.00099233, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:50:52,840 - testrun_ae6f81ee - [INFO] - [E:135| 200]: Train Loss:0.0009912, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:52:47,885 - testrun_ae6f81ee - [INFO] - [E:135| 300]: Train Loss:0.00099185, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:54:43,348 - testrun_ae6f81ee - [INFO] - [E:135| 400]: Train Loss:0.00099251, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:56:38,815 - testrun_ae6f81ee - [INFO] - [E:135| 500]: Train Loss:0.00099212, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 05:58:33,869 - testrun_ae6f81ee - [INFO] - [E:135| 600]: Train Loss:0.0009929, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:00:29,151 - testrun_ae6f81ee - [INFO] - [E:135| 700]: Train Loss:0.00099295, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:02:24,242 - testrun_ae6f81ee - [INFO] - [E:135| 800]: Train Loss:0.0009934, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:04:19,764 - testrun_ae6f81ee - [INFO] - [E:135| 900]: Train Loss:0.00099341, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:06:14,907 - testrun_ae6f81ee - [INFO] - [E:135| 1000]: Train Loss:0.0009934, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:08:10,061 - testrun_ae6f81ee - [INFO] - [E:135| 1100]: Train Loss:0.00099314, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:10:05,141 - testrun_ae6f81ee - [INFO] - [E:135| 1200]: Train Loss:0.00099362, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:12:00,440 - testrun_ae6f81ee - [INFO] - [E:135| 1300]: Train Loss:0.00099357, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:13:55,720 - testrun_ae6f81ee - [INFO] - [E:135| 1400]: Train Loss:0.00099334, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:15:50,198 - testrun_ae6f81ee - [INFO] - [E:135| 1500]: Train Loss:0.00099344, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:17:45,315 - testrun_ae6f81ee - [INFO] - [E:135| 1600]: Train Loss:0.00099356, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:19:00,865 - testrun_ae6f81ee - [INFO] - [Epoch:135]: Training Loss:0.0009937 + +2023-06-03 06:19:01,260 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 06:19:42,189 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 06:20:05,895 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 06:20:46,910 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 06:21:10,422 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.50393, Head : 0.29624, Avg : 0.40009 + +2023-06-03 06:21:10,457 - testrun_ae6f81ee - [INFO] - [Epoch 135]: Training Loss: 0.00099366, Valid MRR: 0.41657, + + + +2023-06-03 06:21:11,719 - testrun_ae6f81ee - [INFO] - [E:136| 0]: Train Loss:0.0010111, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:23:07,019 - testrun_ae6f81ee - [INFO] - [E:136| 100]: Train Loss:0.00099481, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:25:02,194 - testrun_ae6f81ee - [INFO] - [E:136| 200]: Train Loss:0.0009926, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:26:57,188 - testrun_ae6f81ee - [INFO] - [E:136| 300]: Train Loss:0.00099361, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:28:52,516 - testrun_ae6f81ee - [INFO] - [E:136| 400]: Train Loss:0.0009931, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:30:47,969 - testrun_ae6f81ee - [INFO] - [E:136| 500]: Train Loss:0.00099253, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:32:43,154 - testrun_ae6f81ee - [INFO] - [E:136| 600]: Train Loss:0.00099227, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:34:38,138 - testrun_ae6f81ee - [INFO] - [E:136| 700]: Train Loss:0.0009919, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:36:33,328 - testrun_ae6f81ee - [INFO] - [E:136| 800]: Train Loss:0.00099196, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:38:28,532 - testrun_ae6f81ee - [INFO] - [E:136| 900]: Train Loss:0.00099246, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:40:23,701 - testrun_ae6f81ee - [INFO] - [E:136| 1000]: Train Loss:0.00099261, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:42:18,950 - testrun_ae6f81ee - [INFO] - [E:136| 1100]: Train Loss:0.00099257, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:44:14,120 - testrun_ae6f81ee - [INFO] - [E:136| 1200]: Train Loss:0.0009929, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:46:09,246 - testrun_ae6f81ee - [INFO] - [E:136| 1300]: Train Loss:0.00099294, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:48:04,313 - testrun_ae6f81ee - [INFO] - [E:136| 1400]: Train Loss:0.00099305, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:49:59,264 - testrun_ae6f81ee - [INFO] - [E:136| 1500]: Train Loss:0.00099323, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:51:54,091 - testrun_ae6f81ee - [INFO] - [E:136| 1600]: Train Loss:0.00099321, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:53:09,426 - testrun_ae6f81ee - [INFO] - [Epoch:136]: Training Loss:0.0009932 + +2023-06-03 06:53:09,867 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 06:53:50,790 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 06:54:14,564 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 06:54:55,776 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 06:55:19,217 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.50551, Head : 0.30215, Avg : 0.40383 + +2023-06-03 06:55:19,244 - testrun_ae6f81ee - [INFO] - [Epoch 136]: Training Loss: 0.00099321, Valid MRR: 0.41657, + + + +2023-06-03 06:55:20,492 - testrun_ae6f81ee - [INFO] - [E:137| 0]: Train Loss:0.00098361, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:57:15,668 - testrun_ae6f81ee - [INFO] - [E:137| 100]: Train Loss:0.00098862, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 06:59:10,491 - testrun_ae6f81ee - [INFO] - [E:137| 200]: Train Loss:0.00098959, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:01:05,719 - testrun_ae6f81ee - [INFO] - [E:137| 300]: Train Loss:0.00098946, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:03:00,785 - testrun_ae6f81ee - [INFO] - [E:137| 400]: Train Loss:0.00099076, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:04:44,438 - testrun_ae6f81ee - [INFO] - [E:137| 500]: Train Loss:0.00099009, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:06:17,076 - testrun_ae6f81ee - [INFO] - [E:137| 600]: Train Loss:0.00099071, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:07:49,745 - testrun_ae6f81ee - [INFO] - [E:137| 700]: Train Loss:0.00099066, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:09:22,435 - testrun_ae6f81ee - [INFO] - [E:137| 800]: Train Loss:0.00099174, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:10:55,155 - testrun_ae6f81ee - [INFO] - [E:137| 900]: Train Loss:0.00099223, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:12:27,810 - testrun_ae6f81ee - [INFO] - [E:137| 1000]: Train Loss:0.00099202, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:14:00,531 - testrun_ae6f81ee - [INFO] - [E:137| 1100]: Train Loss:0.00099194, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:15:33,208 - testrun_ae6f81ee - [INFO] - [E:137| 1200]: Train Loss:0.00099212, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:17:10,455 - testrun_ae6f81ee - [INFO] - [E:137| 1300]: Train Loss:0.00099222, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:19:06,247 - testrun_ae6f81ee - [INFO] - [E:137| 1400]: Train Loss:0.00099264, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:21:01,726 - testrun_ae6f81ee - [INFO] - [E:137| 1500]: Train Loss:0.00099275, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:22:57,159 - testrun_ae6f81ee - [INFO] - [E:137| 1600]: Train Loss:0.00099298, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:24:12,937 - testrun_ae6f81ee - [INFO] - [Epoch:137]: Training Loss:0.0009929 + +2023-06-03 07:24:13,314 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 07:24:54,434 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 07:25:18,337 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 07:25:59,610 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 07:26:23,164 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.50521, Head : 0.28871, Avg : 0.39696 + +2023-06-03 07:26:23,191 - testrun_ae6f81ee - [INFO] - [Epoch 137]: Training Loss: 0.00099286, Valid MRR: 0.41657, + + + +2023-06-03 07:26:24,449 - testrun_ae6f81ee - [INFO] - [E:138| 0]: Train Loss:0.00097582, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:28:20,188 - testrun_ae6f81ee - [INFO] - [E:138| 100]: Train Loss:0.00099319, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:30:15,813 - testrun_ae6f81ee - [INFO] - [E:138| 200]: Train Loss:0.00099227, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:32:11,776 - testrun_ae6f81ee - [INFO] - [E:138| 300]: Train Loss:0.00099093, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:34:07,813 - testrun_ae6f81ee - [INFO] - [E:138| 400]: Train Loss:0.00099038, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:36:03,556 - testrun_ae6f81ee - [INFO] - [E:138| 500]: Train Loss:0.00099031, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:37:59,219 - testrun_ae6f81ee - [INFO] - [E:138| 600]: Train Loss:0.00099084, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:39:54,875 - testrun_ae6f81ee - [INFO] - [E:138| 700]: Train Loss:0.0009904, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:41:50,554 - testrun_ae6f81ee - [INFO] - [E:138| 800]: Train Loss:0.00099049, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:43:46,226 - testrun_ae6f81ee - [INFO] - [E:138| 900]: Train Loss:0.0009908, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:45:42,112 - testrun_ae6f81ee - [INFO] - [E:138| 1000]: Train Loss:0.00099165, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:47:37,753 - testrun_ae6f81ee - [INFO] - [E:138| 1100]: Train Loss:0.00099167, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:49:33,791 - testrun_ae6f81ee - [INFO] - [E:138| 1200]: Train Loss:0.00099184, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:51:29,820 - testrun_ae6f81ee - [INFO] - [E:138| 1300]: Train Loss:0.0009921, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:53:25,717 - testrun_ae6f81ee - [INFO] - [E:138| 1400]: Train Loss:0.0009921, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:55:21,398 - testrun_ae6f81ee - [INFO] - [E:138| 1500]: Train Loss:0.00099181, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:57:16,355 - testrun_ae6f81ee - [INFO] - [E:138| 1600]: Train Loss:0.00099169, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 07:58:32,166 - testrun_ae6f81ee - [INFO] - [Epoch:138]: Training Loss:0.0009917 + +2023-06-03 07:58:32,607 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 07:59:13,730 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 07:59:37,590 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 08:00:18,859 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 08:00:42,410 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.50271, Head : 0.2914, Avg : 0.39705 + +2023-06-03 08:00:42,441 - testrun_ae6f81ee - [INFO] - [Epoch 138]: Training Loss: 0.00099165, Valid MRR: 0.41657, + + + +2023-06-03 08:00:43,636 - testrun_ae6f81ee - [INFO] - [E:139| 0]: Train Loss:0.00097898, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:02:39,199 - testrun_ae6f81ee - [INFO] - [E:139| 100]: Train Loss:0.00099234, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:04:34,808 - testrun_ae6f81ee - [INFO] - [E:139| 200]: Train Loss:0.00099198, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:06:30,427 - testrun_ae6f81ee - [INFO] - [E:139| 300]: Train Loss:0.00099078, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:08:26,091 - testrun_ae6f81ee - [INFO] - [E:139| 400]: Train Loss:0.0009903, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:10:21,727 - testrun_ae6f81ee - [INFO] - [E:139| 500]: Train Loss:0.00098968, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:12:17,521 - testrun_ae6f81ee - [INFO] - [E:139| 600]: Train Loss:0.00099, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:14:13,059 - testrun_ae6f81ee - [INFO] - [E:139| 700]: Train Loss:0.00098988, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:16:09,083 - testrun_ae6f81ee - [INFO] - [E:139| 800]: Train Loss:0.00098959, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:18:05,150 - testrun_ae6f81ee - [INFO] - [E:139| 900]: Train Loss:0.00098964, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:20:01,054 - testrun_ae6f81ee - [INFO] - [E:139| 1000]: Train Loss:0.0009894, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:21:56,963 - testrun_ae6f81ee - [INFO] - [E:139| 1100]: Train Loss:0.00098981, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:23:52,856 - testrun_ae6f81ee - [INFO] - [E:139| 1200]: Train Loss:0.00099043, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:25:48,867 - testrun_ae6f81ee - [INFO] - [E:139| 1300]: Train Loss:0.00099075, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:27:44,530 - testrun_ae6f81ee - [INFO] - [E:139| 1400]: Train Loss:0.00099098, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:29:40,114 - testrun_ae6f81ee - [INFO] - [E:139| 1500]: Train Loss:0.0009909, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:31:35,504 - testrun_ae6f81ee - [INFO] - [E:139| 1600]: Train Loss:0.00099104, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:32:51,126 - testrun_ae6f81ee - [INFO] - [Epoch:139]: Training Loss:0.0009912 + +2023-06-03 08:32:51,563 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 08:33:32,593 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 08:33:56,455 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 08:34:38,016 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 08:35:01,580 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.5085, Head : 0.29116, Avg : 0.39983 + MR: Tail : 518.44, Head : 533.64, Avg : 526.04 + Hit-1: Tail : 0.41563, Head : 0.17963, Avg : 0.29763 + Hit-3: Tail : 0.55721, Head : 0.33467, Avg : 0.44594 + Hit-10: Tail : 0.68938, Head : 0.52732, Avg : 0.60835 +2023-06-03 08:35:01,627 - testrun_ae6f81ee - [INFO] - [Epoch 139]: Training Loss: 0.00099123, Valid MRR: 0.41657, + + + +2023-06-03 08:35:02,839 - testrun_ae6f81ee - [INFO] - [E:140| 0]: Train Loss:0.00098041, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:36:58,522 - testrun_ae6f81ee - [INFO] - [E:140| 100]: Train Loss:0.00098646, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:38:54,317 - testrun_ae6f81ee - [INFO] - [E:140| 200]: Train Loss:0.00098564, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:40:49,901 - testrun_ae6f81ee - [INFO] - [E:140| 300]: Train Loss:0.00098768, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:42:45,755 - testrun_ae6f81ee - [INFO] - [E:140| 400]: Train Loss:0.00098857, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:44:41,889 - testrun_ae6f81ee - [INFO] - [E:140| 500]: Train Loss:0.00098971, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:46:37,766 - testrun_ae6f81ee - [INFO] - [E:140| 600]: Train Loss:0.00098986, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:48:33,556 - testrun_ae6f81ee - [INFO] - [E:140| 700]: Train Loss:0.00099, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:50:29,292 - testrun_ae6f81ee - [INFO] - [E:140| 800]: Train Loss:0.00099042, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:52:24,942 - testrun_ae6f81ee - [INFO] - [E:140| 900]: Train Loss:0.00099047, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:54:20,789 - testrun_ae6f81ee - [INFO] - [E:140| 1000]: Train Loss:0.00099023, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:56:16,780 - testrun_ae6f81ee - [INFO] - [E:140| 1100]: Train Loss:0.00098976, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 08:58:12,572 - testrun_ae6f81ee - [INFO] - [E:140| 1200]: Train Loss:0.0009901, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:00:08,226 - testrun_ae6f81ee - [INFO] - [E:140| 1300]: Train Loss:0.00099023, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:02:04,205 - testrun_ae6f81ee - [INFO] - [E:140| 1400]: Train Loss:0.00099046, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:04:00,230 - testrun_ae6f81ee - [INFO] - [E:140| 1500]: Train Loss:0.00099034, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:05:55,542 - testrun_ae6f81ee - [INFO] - [E:140| 1600]: Train Loss:0.00099051, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:07:11,215 - testrun_ae6f81ee - [INFO] - [Epoch:140]: Training Loss:0.0009906 + +2023-06-03 09:07:11,649 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 09:07:52,897 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 09:08:16,750 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 09:08:58,205 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 09:09:21,711 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.50615, Head : 0.28492, Avg : 0.39554 + +2023-06-03 09:09:21,738 - testrun_ae6f81ee - [INFO] - [Epoch 140]: Training Loss: 0.00099063, Valid MRR: 0.41657, + + + +2023-06-03 09:09:22,957 - testrun_ae6f81ee - [INFO] - [E:141| 0]: Train Loss:0.00097287, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:11:18,520 - testrun_ae6f81ee - [INFO] - [E:141| 100]: Train Loss:0.00098874, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:13:14,578 - testrun_ae6f81ee - [INFO] - [E:141| 200]: Train Loss:0.00099018, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:15:09,151 - testrun_ae6f81ee - [INFO] - [E:141| 300]: Train Loss:0.00098986, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:16:41,998 - testrun_ae6f81ee - [INFO] - [E:141| 400]: Train Loss:0.00098874, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:18:14,888 - testrun_ae6f81ee - [INFO] - [E:141| 500]: Train Loss:0.00098971, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:19:47,762 - testrun_ae6f81ee - [INFO] - [E:141| 600]: Train Loss:0.00098908, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:21:20,644 - testrun_ae6f81ee - [INFO] - [E:141| 700]: Train Loss:0.000989, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:22:53,506 - testrun_ae6f81ee - [INFO] - [E:141| 800]: Train Loss:0.00098913, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:24:26,389 - testrun_ae6f81ee - [INFO] - [E:141| 900]: Train Loss:0.00098955, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:25:59,286 - testrun_ae6f81ee - [INFO] - [E:141| 1000]: Train Loss:0.00098994, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:27:32,155 - testrun_ae6f81ee - [INFO] - [E:141| 1100]: Train Loss:0.00099002, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:29:22,073 - testrun_ae6f81ee - [INFO] - [E:141| 1200]: Train Loss:0.00099, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:31:17,447 - testrun_ae6f81ee - [INFO] - [E:141| 1300]: Train Loss:0.00099007, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:33:12,836 - testrun_ae6f81ee - [INFO] - [E:141| 1400]: Train Loss:0.0009902, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:35:08,395 - testrun_ae6f81ee - [INFO] - [E:141| 1500]: Train Loss:0.00099009, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:37:03,680 - testrun_ae6f81ee - [INFO] - [E:141| 1600]: Train Loss:0.00099008, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:38:19,050 - testrun_ae6f81ee - [INFO] - [Epoch:141]: Training Loss:0.00099 + +2023-06-03 09:38:19,433 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 09:39:00,349 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 09:39:24,208 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 09:40:05,532 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 09:40:28,994 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.50461, Head : 0.30746, Avg : 0.40604 + +2023-06-03 09:40:29,022 - testrun_ae6f81ee - [INFO] - [Epoch 141]: Training Loss: 0.00099, Valid MRR: 0.41657, + + + +2023-06-03 09:40:30,224 - testrun_ae6f81ee - [INFO] - [E:142| 0]: Train Loss:0.00098084, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:42:25,441 - testrun_ae6f81ee - [INFO] - [E:142| 100]: Train Loss:0.00099188, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:44:21,162 - testrun_ae6f81ee - [INFO] - [E:142| 200]: Train Loss:0.00099081, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:46:16,623 - testrun_ae6f81ee - [INFO] - [E:142| 300]: Train Loss:0.00098923, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:48:11,907 - testrun_ae6f81ee - [INFO] - [E:142| 400]: Train Loss:0.00098909, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:50:07,432 - testrun_ae6f81ee - [INFO] - [E:142| 500]: Train Loss:0.00098858, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:52:02,969 - testrun_ae6f81ee - [INFO] - [E:142| 600]: Train Loss:0.0009886, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:53:58,394 - testrun_ae6f81ee - [INFO] - [E:142| 700]: Train Loss:0.00098891, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:55:53,913 - testrun_ae6f81ee - [INFO] - [E:142| 800]: Train Loss:0.00098916, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:57:49,276 - testrun_ae6f81ee - [INFO] - [E:142| 900]: Train Loss:0.00098927, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 09:59:45,045 - testrun_ae6f81ee - [INFO] - [E:142| 1000]: Train Loss:0.00098928, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:01:40,945 - testrun_ae6f81ee - [INFO] - [E:142| 1100]: Train Loss:0.00098932, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:03:36,043 - testrun_ae6f81ee - [INFO] - [E:142| 1200]: Train Loss:0.00098941, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:05:31,227 - testrun_ae6f81ee - [INFO] - [E:142| 1300]: Train Loss:0.00098931, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:07:26,599 - testrun_ae6f81ee - [INFO] - [E:142| 1400]: Train Loss:0.00098925, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:09:21,857 - testrun_ae6f81ee - [INFO] - [E:142| 1500]: Train Loss:0.00098931, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:11:17,038 - testrun_ae6f81ee - [INFO] - [E:142| 1600]: Train Loss:0.00098937, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:12:32,139 - testrun_ae6f81ee - [INFO] - [Epoch:142]: Training Loss:0.0009893 + +2023-06-03 10:12:32,585 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 10:13:13,446 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 10:13:37,173 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 10:14:18,269 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 10:14:41,684 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.50899, Head : 0.30373, Avg : 0.40636 + +2023-06-03 10:14:41,710 - testrun_ae6f81ee - [INFO] - [Epoch 142]: Training Loss: 0.00098935, Valid MRR: 0.41657, + + + +2023-06-03 10:14:42,891 - testrun_ae6f81ee - [INFO] - [E:143| 0]: Train Loss:0.0010145, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:16:38,256 - testrun_ae6f81ee - [INFO] - [E:143| 100]: Train Loss:0.00098993, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:18:33,473 - testrun_ae6f81ee - [INFO] - [E:143| 200]: Train Loss:0.00098907, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:20:28,759 - testrun_ae6f81ee - [INFO] - [E:143| 300]: Train Loss:0.00098839, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:22:24,351 - testrun_ae6f81ee - [INFO] - [E:143| 400]: Train Loss:0.00098833, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:24:19,715 - testrun_ae6f81ee - [INFO] - [E:143| 500]: Train Loss:0.0009879, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:26:15,108 - testrun_ae6f81ee - [INFO] - [E:143| 600]: Train Loss:0.00098768, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:28:10,586 - testrun_ae6f81ee - [INFO] - [E:143| 700]: Train Loss:0.00098762, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:30:05,812 - testrun_ae6f81ee - [INFO] - [E:143| 800]: Train Loss:0.00098807, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:32:01,000 - testrun_ae6f81ee - [INFO] - [E:143| 900]: Train Loss:0.00098797, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:33:56,205 - testrun_ae6f81ee - [INFO] - [E:143| 1000]: Train Loss:0.00098793, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:35:51,419 - testrun_ae6f81ee - [INFO] - [E:143| 1100]: Train Loss:0.00098788, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:37:47,003 - testrun_ae6f81ee - [INFO] - [E:143| 1200]: Train Loss:0.00098807, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:39:42,228 - testrun_ae6f81ee - [INFO] - [E:143| 1300]: Train Loss:0.00098801, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:41:37,392 - testrun_ae6f81ee - [INFO] - [E:143| 1400]: Train Loss:0.0009881, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:43:32,863 - testrun_ae6f81ee - [INFO] - [E:143| 1500]: Train Loss:0.00098833, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:45:27,950 - testrun_ae6f81ee - [INFO] - [E:143| 1600]: Train Loss:0.00098865, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:46:42,900 - testrun_ae6f81ee - [INFO] - [Epoch:143]: Training Loss:0.0009887 + +2023-06-03 10:46:43,394 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 10:47:23,799 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 10:47:47,456 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 10:48:28,550 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 10:48:52,002 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.50899, Head : 0.31243, Avg : 0.41071 + +2023-06-03 10:48:52,030 - testrun_ae6f81ee - [INFO] - [Epoch 143]: Training Loss: 0.00098873, Valid MRR: 0.41657, + + + +2023-06-03 10:48:53,227 - testrun_ae6f81ee - [INFO] - [E:144| 0]: Train Loss:0.0009818, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:50:48,451 - testrun_ae6f81ee - [INFO] - [E:144| 100]: Train Loss:0.00098325, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:52:44,067 - testrun_ae6f81ee - [INFO] - [E:144| 200]: Train Loss:0.0009849, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:54:39,168 - testrun_ae6f81ee - [INFO] - [E:144| 300]: Train Loss:0.00098772, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:56:34,343 - testrun_ae6f81ee - [INFO] - [E:144| 400]: Train Loss:0.00098761, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 10:58:29,657 - testrun_ae6f81ee - [INFO] - [E:144| 500]: Train Loss:0.00098736, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:00:25,079 - testrun_ae6f81ee - [INFO] - [E:144| 600]: Train Loss:0.00098717, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:02:20,389 - testrun_ae6f81ee - [INFO] - [E:144| 700]: Train Loss:0.00098738, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:04:15,529 - testrun_ae6f81ee - [INFO] - [E:144| 800]: Train Loss:0.000988, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:06:10,381 - testrun_ae6f81ee - [INFO] - [E:144| 900]: Train Loss:0.0009878, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:08:05,545 - testrun_ae6f81ee - [INFO] - [E:144| 1000]: Train Loss:0.00098814, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:10:00,620 - testrun_ae6f81ee - [INFO] - [E:144| 1100]: Train Loss:0.00098847, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:11:55,703 - testrun_ae6f81ee - [INFO] - [E:144| 1200]: Train Loss:0.00098868, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:13:50,793 - testrun_ae6f81ee - [INFO] - [E:144| 1300]: Train Loss:0.00098859, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:15:45,862 - testrun_ae6f81ee - [INFO] - [E:144| 1400]: Train Loss:0.00098845, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:17:41,493 - testrun_ae6f81ee - [INFO] - [E:144| 1500]: Train Loss:0.00098835, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:19:37,128 - testrun_ae6f81ee - [INFO] - [E:144| 1600]: Train Loss:0.0009882, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:20:52,492 - testrun_ae6f81ee - [INFO] - [Epoch:144]: Training Loss:0.0009882 + +2023-06-03 11:20:52,993 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 11:21:33,669 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 11:21:57,157 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 11:22:37,976 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 11:23:01,355 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.5106, Head : 0.29053, Avg : 0.40057 + +2023-06-03 11:23:01,382 - testrun_ae6f81ee - [INFO] - [Epoch 144]: Training Loss: 0.0009882, Valid MRR: 0.41657, + + + +2023-06-03 11:23:02,574 - testrun_ae6f81ee - [INFO] - [E:145| 0]: Train Loss:0.00097801, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:24:57,661 - testrun_ae6f81ee - [INFO] - [E:145| 100]: Train Loss:0.00098577, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:26:51,321 - testrun_ae6f81ee - [INFO] - [E:145| 200]: Train Loss:0.00098472, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:28:23,798 - testrun_ae6f81ee - [INFO] - [E:145| 300]: Train Loss:0.00098614, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:29:56,527 - testrun_ae6f81ee - [INFO] - [E:145| 400]: Train Loss:0.00098563, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:31:29,210 - testrun_ae6f81ee - [INFO] - [E:145| 500]: Train Loss:0.00098522, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:33:01,971 - testrun_ae6f81ee - [INFO] - [E:145| 600]: Train Loss:0.00098538, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:34:34,665 - testrun_ae6f81ee - [INFO] - [E:145| 700]: Train Loss:0.00098546, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:36:07,409 - testrun_ae6f81ee - [INFO] - [E:145| 800]: Train Loss:0.0009859, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:37:40,116 - testrun_ae6f81ee - [INFO] - [E:145| 900]: Train Loss:0.0009862, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:39:12,794 - testrun_ae6f81ee - [INFO] - [E:145| 1000]: Train Loss:0.00098627, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:41:02,046 - testrun_ae6f81ee - [INFO] - [E:145| 1100]: Train Loss:0.00098644, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:42:57,791 - testrun_ae6f81ee - [INFO] - [E:145| 1200]: Train Loss:0.00098677, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:44:53,366 - testrun_ae6f81ee - [INFO] - [E:145| 1300]: Train Loss:0.0009867, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:46:48,801 - testrun_ae6f81ee - [INFO] - [E:145| 1400]: Train Loss:0.00098694, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:48:44,090 - testrun_ae6f81ee - [INFO] - [E:145| 1500]: Train Loss:0.00098717, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:50:39,164 - testrun_ae6f81ee - [INFO] - [E:145| 1600]: Train Loss:0.00098744, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:51:54,156 - testrun_ae6f81ee - [INFO] - [Epoch:145]: Training Loss:0.0009875 + +2023-06-03 11:51:54,614 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 11:52:34,918 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 11:52:58,390 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 11:53:39,152 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 11:54:02,440 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.50847, Head : 0.29092, Avg : 0.39969 + +2023-06-03 11:54:02,468 - testrun_ae6f81ee - [INFO] - [Epoch 145]: Training Loss: 0.00098751, Valid MRR: 0.41657, + + + +2023-06-03 11:54:03,674 - testrun_ae6f81ee - [INFO] - [E:146| 0]: Train Loss:0.0010117, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:55:58,811 - testrun_ae6f81ee - [INFO] - [E:146| 100]: Train Loss:0.00098998, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:57:54,179 - testrun_ae6f81ee - [INFO] - [E:146| 200]: Train Loss:0.00098847, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 11:59:49,531 - testrun_ae6f81ee - [INFO] - [E:146| 300]: Train Loss:0.00098793, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:01:44,684 - testrun_ae6f81ee - [INFO] - [E:146| 400]: Train Loss:0.00098599, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:03:39,646 - testrun_ae6f81ee - [INFO] - [E:146| 500]: Train Loss:0.0009851, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:05:34,781 - testrun_ae6f81ee - [INFO] - [E:146| 600]: Train Loss:0.00098544, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:07:30,171 - testrun_ae6f81ee - [INFO] - [E:146| 700]: Train Loss:0.00098591, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:09:25,764 - testrun_ae6f81ee - [INFO] - [E:146| 800]: Train Loss:0.00098647, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:11:21,331 - testrun_ae6f81ee - [INFO] - [E:146| 900]: Train Loss:0.00098672, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:13:17,035 - testrun_ae6f81ee - [INFO] - [E:146| 1000]: Train Loss:0.0009872, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:15:12,505 - testrun_ae6f81ee - [INFO] - [E:146| 1100]: Train Loss:0.00098755, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:17:08,089 - testrun_ae6f81ee - [INFO] - [E:146| 1200]: Train Loss:0.00098716, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:19:03,067 - testrun_ae6f81ee - [INFO] - [E:146| 1300]: Train Loss:0.00098688, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:20:58,301 - testrun_ae6f81ee - [INFO] - [E:146| 1400]: Train Loss:0.00098677, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:22:53,396 - testrun_ae6f81ee - [INFO] - [E:146| 1500]: Train Loss:0.00098685, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:24:48,547 - testrun_ae6f81ee - [INFO] - [E:146| 1600]: Train Loss:0.00098698, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:26:03,392 - testrun_ae6f81ee - [INFO] - [Epoch:146]: Training Loss:0.0009868 + +2023-06-03 12:26:03,850 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 12:26:44,270 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 12:27:07,746 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 12:27:48,363 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 12:28:11,445 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.5061, Head : 0.28731, Avg : 0.3967 + +2023-06-03 12:28:11,472 - testrun_ae6f81ee - [INFO] - [Epoch 146]: Training Loss: 0.00098683, Valid MRR: 0.41657, + + + +2023-06-03 12:28:12,681 - testrun_ae6f81ee - [INFO] - [E:147| 0]: Train Loss:0.00096982, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:30:07,777 - testrun_ae6f81ee - [INFO] - [E:147| 100]: Train Loss:0.00098794, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:32:02,862 - testrun_ae6f81ee - [INFO] - [E:147| 200]: Train Loss:0.00098727, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:33:58,581 - testrun_ae6f81ee - [INFO] - [E:147| 300]: Train Loss:0.00098804, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:35:54,518 - testrun_ae6f81ee - [INFO] - [E:147| 400]: Train Loss:0.00098825, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:37:49,939 - testrun_ae6f81ee - [INFO] - [E:147| 500]: Train Loss:0.00098736, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:39:45,510 - testrun_ae6f81ee - [INFO] - [E:147| 600]: Train Loss:0.00098697, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:41:41,282 - testrun_ae6f81ee - [INFO] - [E:147| 700]: Train Loss:0.00098651, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:43:36,927 - testrun_ae6f81ee - [INFO] - [E:147| 800]: Train Loss:0.00098684, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:45:32,496 - testrun_ae6f81ee - [INFO] - [E:147| 900]: Train Loss:0.00098652, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:47:27,930 - testrun_ae6f81ee - [INFO] - [E:147| 1000]: Train Loss:0.00098647, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:49:23,736 - testrun_ae6f81ee - [INFO] - [E:147| 1100]: Train Loss:0.00098636, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:51:19,308 - testrun_ae6f81ee - [INFO] - [E:147| 1200]: Train Loss:0.0009864, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:53:14,636 - testrun_ae6f81ee - [INFO] - [E:147| 1300]: Train Loss:0.00098639, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:55:10,325 - testrun_ae6f81ee - [INFO] - [E:147| 1400]: Train Loss:0.00098662, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:57:05,960 - testrun_ae6f81ee - [INFO] - [E:147| 1500]: Train Loss:0.00098672, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 12:59:01,621 - testrun_ae6f81ee - [INFO] - [E:147| 1600]: Train Loss:0.00098679, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:00:17,052 - testrun_ae6f81ee - [INFO] - [Epoch:147]: Training Loss:0.0009867 + +2023-06-03 13:00:17,601 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 13:00:58,552 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 13:01:22,198 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 13:02:03,082 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 13:02:26,425 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.50086, Head : 0.2968, Avg : 0.39883 + +2023-06-03 13:02:26,456 - testrun_ae6f81ee - [INFO] - [Epoch 147]: Training Loss: 0.00098672, Valid MRR: 0.41657, + + + +2023-06-03 13:02:27,690 - testrun_ae6f81ee - [INFO] - [E:148| 0]: Train Loss:0.00096715, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:04:23,306 - testrun_ae6f81ee - [INFO] - [E:148| 100]: Train Loss:0.0009854, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:06:18,851 - testrun_ae6f81ee - [INFO] - [E:148| 200]: Train Loss:0.00098537, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:08:14,665 - testrun_ae6f81ee - [INFO] - [E:148| 300]: Train Loss:0.00098638, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:10:10,333 - testrun_ae6f81ee - [INFO] - [E:148| 400]: Train Loss:0.00098589, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:12:06,036 - testrun_ae6f81ee - [INFO] - [E:148| 500]: Train Loss:0.00098581, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:14:01,758 - testrun_ae6f81ee - [INFO] - [E:148| 600]: Train Loss:0.00098615, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:15:57,564 - testrun_ae6f81ee - [INFO] - [E:148| 700]: Train Loss:0.00098612, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:17:53,188 - testrun_ae6f81ee - [INFO] - [E:148| 800]: Train Loss:0.00098616, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:19:48,779 - testrun_ae6f81ee - [INFO] - [E:148| 900]: Train Loss:0.00098686, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:21:44,352 - testrun_ae6f81ee - [INFO] - [E:148| 1000]: Train Loss:0.00098645, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:23:40,076 - testrun_ae6f81ee - [INFO] - [E:148| 1100]: Train Loss:0.00098617, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:25:36,050 - testrun_ae6f81ee - [INFO] - [E:148| 1200]: Train Loss:0.00098594, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:27:31,719 - testrun_ae6f81ee - [INFO] - [E:148| 1300]: Train Loss:0.00098591, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:29:27,388 - testrun_ae6f81ee - [INFO] - [E:148| 1400]: Train Loss:0.00098611, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:31:22,981 - testrun_ae6f81ee - [INFO] - [E:148| 1500]: Train Loss:0.00098617, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:33:18,707 - testrun_ae6f81ee - [INFO] - [E:148| 1600]: Train Loss:0.00098633, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:34:34,372 - testrun_ae6f81ee - [INFO] - [Epoch:148]: Training Loss:0.0009863 + +2023-06-03 13:34:34,860 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 13:35:16,089 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 13:35:39,684 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 13:36:20,775 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 13:36:44,131 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.50711, Head : 0.28946, Avg : 0.39828 + +2023-06-03 13:36:44,161 - testrun_ae6f81ee - [INFO] - [Epoch 148]: Training Loss: 0.00098629, Valid MRR: 0.41657, + + + +2023-06-03 13:36:45,358 - testrun_ae6f81ee - [INFO] - [E:149| 0]: Train Loss:0.00095319, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:38:28,637 - testrun_ae6f81ee - [INFO] - [E:149| 100]: Train Loss:0.00098354, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:40:01,383 - testrun_ae6f81ee - [INFO] - [E:149| 200]: Train Loss:0.00098373, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:41:34,230 - testrun_ae6f81ee - [INFO] - [E:149| 300]: Train Loss:0.0009842, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:43:07,067 - testrun_ae6f81ee - [INFO] - [E:149| 400]: Train Loss:0.00098402, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:44:39,931 - testrun_ae6f81ee - [INFO] - [E:149| 500]: Train Loss:0.00098417, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:46:12,813 - testrun_ae6f81ee - [INFO] - [E:149| 600]: Train Loss:0.00098423, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:47:45,718 - testrun_ae6f81ee - [INFO] - [E:149| 700]: Train Loss:0.00098426, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:49:18,564 - testrun_ae6f81ee - [INFO] - [E:149| 800]: Train Loss:0.0009844, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:50:56,161 - testrun_ae6f81ee - [INFO] - [E:149| 900]: Train Loss:0.00098448, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:52:51,825 - testrun_ae6f81ee - [INFO] - [E:149| 1000]: Train Loss:0.0009845, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:54:47,658 - testrun_ae6f81ee - [INFO] - [E:149| 1100]: Train Loss:0.00098482, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:56:43,278 - testrun_ae6f81ee - [INFO] - [E:149| 1200]: Train Loss:0.00098492, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 13:58:38,916 - testrun_ae6f81ee - [INFO] - [E:149| 1300]: Train Loss:0.00098498, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:00:34,602 - testrun_ae6f81ee - [INFO] - [E:149| 1400]: Train Loss:0.00098518, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:02:30,205 - testrun_ae6f81ee - [INFO] - [E:149| 1500]: Train Loss:0.00098516, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:04:25,972 - testrun_ae6f81ee - [INFO] - [E:149| 1600]: Train Loss:0.00098528, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:05:41,661 - testrun_ae6f81ee - [INFO] - [Epoch:149]: Training Loss:0.0009855 + +2023-06-03 14:05:42,066 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 14:06:23,132 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 14:06:47,071 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 14:07:28,170 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 14:07:51,493 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.50716, Head : 0.30254, Avg : 0.40485 + MR: Tail : 553.63, Head : 561.03, Avg : 557.33 + Hit-1: Tail : 0.41276, Head : 0.18052, Avg : 0.29664 + Hit-3: Tail : 0.55691, Head : 0.35605, Avg : 0.45648 + Hit-10: Tail : 0.68898, Head : 0.5525, Avg : 0.62074 +2023-06-03 14:07:51,527 - testrun_ae6f81ee - [INFO] - [Epoch 149]: Training Loss: 0.0009855, Valid MRR: 0.41657, + + + +2023-06-03 14:07:52,786 - testrun_ae6f81ee - [INFO] - [E:150| 0]: Train Loss:0.00095811, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:09:48,421 - testrun_ae6f81ee - [INFO] - [E:150| 100]: Train Loss:0.00098868, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:11:44,194 - testrun_ae6f81ee - [INFO] - [E:150| 200]: Train Loss:0.00098641, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:13:40,001 - testrun_ae6f81ee - [INFO] - [E:150| 300]: Train Loss:0.00098399, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:15:35,395 - testrun_ae6f81ee - [INFO] - [E:150| 400]: Train Loss:0.00098364, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:17:31,335 - testrun_ae6f81ee - [INFO] - [E:150| 500]: Train Loss:0.00098414, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:19:27,161 - testrun_ae6f81ee - [INFO] - [E:150| 600]: Train Loss:0.00098439, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:21:22,770 - testrun_ae6f81ee - [INFO] - [E:150| 700]: Train Loss:0.0009847, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:23:18,458 - testrun_ae6f81ee - [INFO] - [E:150| 800]: Train Loss:0.00098444, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:25:14,152 - testrun_ae6f81ee - [INFO] - [E:150| 900]: Train Loss:0.0009843, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:27:09,851 - testrun_ae6f81ee - [INFO] - [E:150| 1000]: Train Loss:0.0009842, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:29:05,350 - testrun_ae6f81ee - [INFO] - [E:150| 1100]: Train Loss:0.00098438, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:31:01,211 - testrun_ae6f81ee - [INFO] - [E:150| 1200]: Train Loss:0.00098438, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:32:56,936 - testrun_ae6f81ee - [INFO] - [E:150| 1300]: Train Loss:0.00098437, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:34:52,646 - testrun_ae6f81ee - [INFO] - [E:150| 1400]: Train Loss:0.00098458, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:36:48,441 - testrun_ae6f81ee - [INFO] - [E:150| 1500]: Train Loss:0.00098485, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:38:44,135 - testrun_ae6f81ee - [INFO] - [E:150| 1600]: Train Loss:0.00098486, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:39:59,667 - testrun_ae6f81ee - [INFO] - [Epoch:150]: Training Loss:0.000985 + +2023-06-03 14:40:00,027 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 14:40:41,011 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 14:41:04,903 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 14:41:46,175 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 14:42:09,477 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.5107, Head : 0.30576, Avg : 0.40823 + +2023-06-03 14:42:09,506 - testrun_ae6f81ee - [INFO] - [Epoch 150]: Training Loss: 0.00098503, Valid MRR: 0.41657, + + + +2023-06-03 14:42:10,750 - testrun_ae6f81ee - [INFO] - [E:151| 0]: Train Loss:0.00095433, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:44:05,944 - testrun_ae6f81ee - [INFO] - [E:151| 100]: Train Loss:0.00098293, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:46:01,689 - testrun_ae6f81ee - [INFO] - [E:151| 200]: Train Loss:0.00098155, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:47:57,244 - testrun_ae6f81ee - [INFO] - [E:151| 300]: Train Loss:0.0009827, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:49:53,090 - testrun_ae6f81ee - [INFO] - [E:151| 400]: Train Loss:0.00098279, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:51:48,589 - testrun_ae6f81ee - [INFO] - [E:151| 500]: Train Loss:0.00098313, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:53:44,210 - testrun_ae6f81ee - [INFO] - [E:151| 600]: Train Loss:0.00098327, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:55:39,877 - testrun_ae6f81ee - [INFO] - [E:151| 700]: Train Loss:0.00098313, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:57:35,667 - testrun_ae6f81ee - [INFO] - [E:151| 800]: Train Loss:0.00098363, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 14:59:31,386 - testrun_ae6f81ee - [INFO] - [E:151| 900]: Train Loss:0.00098387, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:01:27,144 - testrun_ae6f81ee - [INFO] - [E:151| 1000]: Train Loss:0.00098418, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:03:22,890 - testrun_ae6f81ee - [INFO] - [E:151| 1100]: Train Loss:0.00098406, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:05:19,224 - testrun_ae6f81ee - [INFO] - [E:151| 1200]: Train Loss:0.00098404, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:07:14,762 - testrun_ae6f81ee - [INFO] - [E:151| 1300]: Train Loss:0.00098409, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:09:10,131 - testrun_ae6f81ee - [INFO] - [E:151| 1400]: Train Loss:0.00098431, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:11:05,291 - testrun_ae6f81ee - [INFO] - [E:151| 1500]: Train Loss:0.00098436, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:12:59,934 - testrun_ae6f81ee - [INFO] - [E:151| 1600]: Train Loss:0.00098434, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:14:14,492 - testrun_ae6f81ee - [INFO] - [Epoch:151]: Training Loss:0.0009844 + +2023-06-03 15:14:15,027 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 15:14:55,640 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 15:15:19,228 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 15:16:00,023 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 15:16:23,171 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.51057, Head : 0.30963, Avg : 0.4101 + +2023-06-03 15:16:23,219 - testrun_ae6f81ee - [INFO] - [Epoch 151]: Training Loss: 0.00098443, Valid MRR: 0.41657, + + + +2023-06-03 15:16:24,467 - testrun_ae6f81ee - [INFO] - [E:152| 0]: Train Loss:0.00099981, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:18:18,548 - testrun_ae6f81ee - [INFO] - [E:152| 100]: Train Loss:0.00098574, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:20:12,910 - testrun_ae6f81ee - [INFO] - [E:152| 200]: Train Loss:0.00098296, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:22:07,826 - testrun_ae6f81ee - [INFO] - [E:152| 300]: Train Loss:0.00098122, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:24:02,912 - testrun_ae6f81ee - [INFO] - [E:152| 400]: Train Loss:0.00098198, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:25:58,051 - testrun_ae6f81ee - [INFO] - [E:152| 500]: Train Loss:0.00098222, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:27:23,501 - testrun_ae6f81ee - [INFO] - [E:152| 600]: Train Loss:0.00098192, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:28:26,774 - testrun_ae6f81ee - [INFO] - [E:152| 700]: Train Loss:0.00098209, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:29:30,063 - testrun_ae6f81ee - [INFO] - [E:152| 800]: Train Loss:0.00098275, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:30:33,576 - testrun_ae6f81ee - [INFO] - [E:152| 900]: Train Loss:0.0009826, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:31:37,106 - testrun_ae6f81ee - [INFO] - [E:152| 1000]: Train Loss:0.00098289, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:32:41,297 - testrun_ae6f81ee - [INFO] - [E:152| 1100]: Train Loss:0.00098315, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:33:44,630 - testrun_ae6f81ee - [INFO] - [E:152| 1200]: Train Loss:0.00098349, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:34:48,020 - testrun_ae6f81ee - [INFO] - [E:152| 1300]: Train Loss:0.00098354, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:35:51,401 - testrun_ae6f81ee - [INFO] - [E:152| 1400]: Train Loss:0.00098368, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:36:54,920 - testrun_ae6f81ee - [INFO] - [E:152| 1500]: Train Loss:0.00098362, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:37:58,418 - testrun_ae6f81ee - [INFO] - [E:152| 1600]: Train Loss:0.00098361, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:38:49,633 - testrun_ae6f81ee - [INFO] - [Epoch:152]: Training Loss:0.0009835 + +2023-06-03 15:38:49,878 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 15:39:11,319 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 15:39:23,758 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 15:39:45,356 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 15:39:57,645 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.50525, Head : 0.27317, Avg : 0.38921 + +2023-06-03 15:39:57,674 - testrun_ae6f81ee - [INFO] - [Epoch 152]: Training Loss: 0.00098354, Valid MRR: 0.41657, + + + +2023-06-03 15:39:58,354 - testrun_ae6f81ee - [INFO] - [E:153| 0]: Train Loss:0.00098664, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:41:01,808 - testrun_ae6f81ee - [INFO] - [E:153| 100]: Train Loss:0.00098387, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:42:40,538 - testrun_ae6f81ee - [INFO] - [E:153| 200]: Train Loss:0.00098094, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:44:06,625 - testrun_ae6f81ee - [INFO] - [E:153| 300]: Train Loss:0.00098037, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:45:10,077 - testrun_ae6f81ee - [INFO] - [E:153| 400]: Train Loss:0.0009814, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:46:13,491 - testrun_ae6f81ee - [INFO] - [E:153| 500]: Train Loss:0.00098095, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:47:16,946 - testrun_ae6f81ee - [INFO] - [E:153| 600]: Train Loss:0.00098196, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:48:20,985 - testrun_ae6f81ee - [INFO] - [E:153| 700]: Train Loss:0.00098231, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:49:24,484 - testrun_ae6f81ee - [INFO] - [E:153| 800]: Train Loss:0.00098236, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:50:28,174 - testrun_ae6f81ee - [INFO] - [E:153| 900]: Train Loss:0.000983, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:51:31,731 - testrun_ae6f81ee - [INFO] - [E:153| 1000]: Train Loss:0.00098297, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:52:35,246 - testrun_ae6f81ee - [INFO] - [E:153| 1100]: Train Loss:0.00098274, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:53:39,840 - testrun_ae6f81ee - [INFO] - [E:153| 1200]: Train Loss:0.00098273, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:55:42,327 - testrun_ae6f81ee - [INFO] - [E:153| 1300]: Train Loss:0.0009829, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:57:45,766 - testrun_ae6f81ee - [INFO] - [E:153| 1400]: Train Loss:0.00098277, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 15:59:49,300 - testrun_ae6f81ee - [INFO] - [E:153| 1500]: Train Loss:0.00098272, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:01:53,022 - testrun_ae6f81ee - [INFO] - [E:153| 1600]: Train Loss:0.00098276, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:03:13,752 - testrun_ae6f81ee - [INFO] - [Epoch:153]: Training Loss:0.000983 + +2023-06-03 16:03:14,274 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 16:03:58,171 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 16:04:23,627 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 16:05:07,995 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 16:05:33,137 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.50707, Head : 0.29269, Avg : 0.39988 + +2023-06-03 16:05:33,165 - testrun_ae6f81ee - [INFO] - [Epoch 153]: Training Loss: 0.00098305, Valid MRR: 0.41657, + + + +2023-06-03 16:05:34,471 - testrun_ae6f81ee - [INFO] - [E:154| 0]: Train Loss:0.0010162, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:07:37,989 - testrun_ae6f81ee - [INFO] - [E:154| 100]: Train Loss:0.00098421, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:09:41,527 - testrun_ae6f81ee - [INFO] - [E:154| 200]: Train Loss:0.00098115, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:11:45,456 - testrun_ae6f81ee - [INFO] - [E:154| 300]: Train Loss:0.00098205, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:13:17,987 - testrun_ae6f81ee - [INFO] - [E:154| 400]: Train Loss:0.00098123, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:14:43,465 - testrun_ae6f81ee - [INFO] - [E:154| 500]: Train Loss:0.00098201, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:16:34,890 - testrun_ae6f81ee - [INFO] - [E:154| 600]: Train Loss:0.00098226, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:18:36,977 - testrun_ae6f81ee - [INFO] - [E:154| 700]: Train Loss:0.00098293, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:20:39,242 - testrun_ae6f81ee - [INFO] - [E:154| 800]: Train Loss:0.00098277, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:22:41,317 - testrun_ae6f81ee - [INFO] - [E:154| 900]: Train Loss:0.00098266, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:24:43,680 - testrun_ae6f81ee - [INFO] - [E:154| 1000]: Train Loss:0.00098289, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:26:46,242 - testrun_ae6f81ee - [INFO] - [E:154| 1100]: Train Loss:0.00098305, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:28:48,515 - testrun_ae6f81ee - [INFO] - [E:154| 1200]: Train Loss:0.00098299, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:30:50,638 - testrun_ae6f81ee - [INFO] - [E:154| 1300]: Train Loss:0.00098299, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:32:52,800 - testrun_ae6f81ee - [INFO] - [E:154| 1400]: Train Loss:0.00098289, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:34:41,799 - testrun_ae6f81ee - [INFO] - [E:154| 1500]: Train Loss:0.00098318, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:36:19,620 - testrun_ae6f81ee - [INFO] - [E:154| 1600]: Train Loss:0.00098295, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:37:39,528 - testrun_ae6f81ee - [INFO] - [Epoch:154]: Training Loss:0.0009828 + +2023-06-03 16:37:40,060 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 16:38:24,358 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 16:38:49,634 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 16:39:33,249 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 16:39:58,171 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.50943, Head : 0.29269, Avg : 0.40106 + +2023-06-03 16:39:58,200 - testrun_ae6f81ee - [INFO] - [Epoch 154]: Training Loss: 0.00098276, Valid MRR: 0.41657, + + + +2023-06-03 16:39:59,452 - testrun_ae6f81ee - [INFO] - [E:155| 0]: Train Loss:0.00098941, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:42:01,636 - testrun_ae6f81ee - [INFO] - [E:155| 100]: Train Loss:0.00098358, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:44:04,117 - testrun_ae6f81ee - [INFO] - [E:155| 200]: Train Loss:0.00098016, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:46:06,697 - testrun_ae6f81ee - [INFO] - [E:155| 300]: Train Loss:0.00098008, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:48:09,541 - testrun_ae6f81ee - [INFO] - [E:155| 400]: Train Loss:0.00098023, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:50:12,359 - testrun_ae6f81ee - [INFO] - [E:155| 500]: Train Loss:0.00098068, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:52:15,252 - testrun_ae6f81ee - [INFO] - [E:155| 600]: Train Loss:0.00098063, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:54:17,783 - testrun_ae6f81ee - [INFO] - [E:155| 700]: Train Loss:0.00098122, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:55:56,326 - testrun_ae6f81ee - [INFO] - [E:155| 800]: Train Loss:0.00098124, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:57:25,329 - testrun_ae6f81ee - [INFO] - [E:155| 900]: Train Loss:0.00098133, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 16:59:27,394 - testrun_ae6f81ee - [INFO] - [E:155| 1000]: Train Loss:0.00098123, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:01:29,530 - testrun_ae6f81ee - [INFO] - [E:155| 1100]: Train Loss:0.0009813, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:03:32,085 - testrun_ae6f81ee - [INFO] - [E:155| 1200]: Train Loss:0.00098122, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:05:34,591 - testrun_ae6f81ee - [INFO] - [E:155| 1300]: Train Loss:0.00098137, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:07:36,674 - testrun_ae6f81ee - [INFO] - [E:155| 1400]: Train Loss:0.0009817, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:09:39,241 - testrun_ae6f81ee - [INFO] - [E:155| 1500]: Train Loss:0.00098202, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:11:41,400 - testrun_ae6f81ee - [INFO] - [E:155| 1600]: Train Loss:0.00098215, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:13:01,505 - testrun_ae6f81ee - [INFO] - [Epoch:155]: Training Loss:0.0009822 + +2023-06-03 17:13:01,977 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 17:13:45,321 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 17:14:10,411 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 17:14:54,051 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 17:15:18,896 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.50436, Head : 0.28911, Avg : 0.39674 + +2023-06-03 17:15:18,935 - testrun_ae6f81ee - [INFO] - [Epoch 155]: Training Loss: 0.0009822, Valid MRR: 0.41657, + + + +2023-06-03 17:15:20,244 - testrun_ae6f81ee - [INFO] - [E:156| 0]: Train Loss:0.00096016, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:17:08,518 - testrun_ae6f81ee - [INFO] - [E:156| 100]: Train Loss:0.00098293, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:18:55,743 - testrun_ae6f81ee - [INFO] - [E:156| 200]: Train Loss:0.00098353, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:20:59,464 - testrun_ae6f81ee - [INFO] - [E:156| 300]: Train Loss:0.00098445, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:23:03,141 - testrun_ae6f81ee - [INFO] - [E:156| 400]: Train Loss:0.00098253, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:25:06,854 - testrun_ae6f81ee - [INFO] - [E:156| 500]: Train Loss:0.00098229, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:27:10,595 - testrun_ae6f81ee - [INFO] - [E:156| 600]: Train Loss:0.00098275, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:29:14,417 - testrun_ae6f81ee - [INFO] - [E:156| 700]: Train Loss:0.00098254, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:31:18,235 - testrun_ae6f81ee - [INFO] - [E:156| 800]: Train Loss:0.00098237, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:33:21,866 - testrun_ae6f81ee - [INFO] - [E:156| 900]: Train Loss:0.00098267, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:35:25,572 - testrun_ae6f81ee - [INFO] - [E:156| 1000]: Train Loss:0.00098212, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:37:16,263 - testrun_ae6f81ee - [INFO] - [E:156| 1100]: Train Loss:0.0009822, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:38:43,123 - testrun_ae6f81ee - [INFO] - [E:156| 1200]: Train Loss:0.00098197, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:40:33,100 - testrun_ae6f81ee - [INFO] - [E:156| 1300]: Train Loss:0.0009819, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:42:37,028 - testrun_ae6f81ee - [INFO] - [E:156| 1400]: Train Loss:0.00098171, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:44:40,956 - testrun_ae6f81ee - [INFO] - [E:156| 1500]: Train Loss:0.00098157, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:46:44,909 - testrun_ae6f81ee - [INFO] - [E:156| 1600]: Train Loss:0.00098149, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:48:05,853 - testrun_ae6f81ee - [INFO] - [Epoch:156]: Training Loss:0.0009815 + +2023-06-03 17:48:06,396 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 17:48:50,439 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 17:49:15,992 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 17:50:00,310 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 17:50:25,615 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.50846, Head : 0.28885, Avg : 0.39866 + +2023-06-03 17:50:25,646 - testrun_ae6f81ee - [INFO] - [Epoch 156]: Training Loss: 0.0009815, Valid MRR: 0.41657, + + + +2023-06-03 17:50:26,938 - testrun_ae6f81ee - [INFO] - [E:157| 0]: Train Loss:0.00098784, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:52:30,620 - testrun_ae6f81ee - [INFO] - [E:157| 100]: Train Loss:0.00097961, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:54:34,427 - testrun_ae6f81ee - [INFO] - [E:157| 200]: Train Loss:0.00098117, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:56:38,105 - testrun_ae6f81ee - [INFO] - [E:157| 300]: Train Loss:0.00098137, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:58:26,513 - testrun_ae6f81ee - [INFO] - [E:157| 400]: Train Loss:0.00098074, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 17:59:53,774 - testrun_ae6f81ee - [INFO] - [E:157| 500]: Train Loss:0.00097978, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:01:46,490 - testrun_ae6f81ee - [INFO] - [E:157| 600]: Train Loss:0.0009792, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:03:50,311 - testrun_ae6f81ee - [INFO] - [E:157| 700]: Train Loss:0.00097969, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:05:53,928 - testrun_ae6f81ee - [INFO] - [E:157| 800]: Train Loss:0.00098008, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:07:57,508 - testrun_ae6f81ee - [INFO] - [E:157| 900]: Train Loss:0.0009802, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:10:01,214 - testrun_ae6f81ee - [INFO] - [E:157| 1000]: Train Loss:0.0009803, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:12:04,796 - testrun_ae6f81ee - [INFO] - [E:157| 1100]: Train Loss:0.00098047, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:14:08,413 - testrun_ae6f81ee - [INFO] - [E:157| 1200]: Train Loss:0.00098062, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:16:12,152 - testrun_ae6f81ee - [INFO] - [E:157| 1300]: Train Loss:0.00098074, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:18:15,930 - testrun_ae6f81ee - [INFO] - [E:157| 1400]: Train Loss:0.00098067, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:19:54,651 - testrun_ae6f81ee - [INFO] - [E:157| 1500]: Train Loss:0.00098076, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:21:21,984 - testrun_ae6f81ee - [INFO] - [E:157| 1600]: Train Loss:0.00098093, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:22:41,530 - testrun_ae6f81ee - [INFO] - [Epoch:157]: Training Loss:0.000981 + +2023-06-03 18:22:42,024 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 18:23:26,141 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 18:23:51,650 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 18:24:35,938 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 18:25:01,152 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.50241, Head : 0.29094, Avg : 0.39667 + +2023-06-03 18:25:01,186 - testrun_ae6f81ee - [INFO] - [Epoch 157]: Training Loss: 0.00098097, Valid MRR: 0.41657, + + + +2023-06-03 18:25:02,463 - testrun_ae6f81ee - [INFO] - [E:158| 0]: Train Loss:0.00094608, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:27:06,173 - testrun_ae6f81ee - [INFO] - [E:158| 100]: Train Loss:0.00098006, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:29:09,698 - testrun_ae6f81ee - [INFO] - [E:158| 200]: Train Loss:0.00097979, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:31:13,189 - testrun_ae6f81ee - [INFO] - [E:158| 300]: Train Loss:0.00097961, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:33:16,882 - testrun_ae6f81ee - [INFO] - [E:158| 400]: Train Loss:0.00098038, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:35:20,432 - testrun_ae6f81ee - [INFO] - [E:158| 500]: Train Loss:0.00098054, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:37:24,069 - testrun_ae6f81ee - [INFO] - [E:158| 600]: Train Loss:0.00098075, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:39:27,870 - testrun_ae6f81ee - [INFO] - [E:158| 700]: Train Loss:0.00098047, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:41:03,831 - testrun_ae6f81ee - [INFO] - [E:158| 800]: Train Loss:0.00098088, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:42:32,211 - testrun_ae6f81ee - [INFO] - [E:158| 900]: Train Loss:0.00098062, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:44:35,973 - testrun_ae6f81ee - [INFO] - [E:158| 1000]: Train Loss:0.0009805, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:46:39,667 - testrun_ae6f81ee - [INFO] - [E:158| 1100]: Train Loss:0.00098046, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:48:43,521 - testrun_ae6f81ee - [INFO] - [E:158| 1200]: Train Loss:0.00098051, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:50:47,101 - testrun_ae6f81ee - [INFO] - [E:158| 1300]: Train Loss:0.00098042, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:52:50,865 - testrun_ae6f81ee - [INFO] - [E:158| 1400]: Train Loss:0.00098039, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:54:54,391 - testrun_ae6f81ee - [INFO] - [E:158| 1500]: Train Loss:0.00098014, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:56:58,031 - testrun_ae6f81ee - [INFO] - [E:158| 1600]: Train Loss:0.0009804, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 18:58:18,905 - testrun_ae6f81ee - [INFO] - [Epoch:158]: Training Loss:0.0009805 + +2023-06-03 18:58:19,450 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 18:59:03,427 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 18:59:28,963 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 19:00:13,416 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 19:00:38,588 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.50956, Head : 0.30379, Avg : 0.40668 + +2023-06-03 19:00:38,620 - testrun_ae6f81ee - [INFO] - [Epoch 158]: Training Loss: 0.00098045, Valid MRR: 0.41657, + + + +2023-06-03 19:00:39,910 - testrun_ae6f81ee - [INFO] - [E:159| 0]: Train Loss:0.00095298, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:02:13,531 - testrun_ae6f81ee - [INFO] - [E:159| 100]: Train Loss:0.00097705, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:03:43,451 - testrun_ae6f81ee - [INFO] - [E:159| 200]: Train Loss:0.00097924, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:05:46,973 - testrun_ae6f81ee - [INFO] - [E:159| 300]: Train Loss:0.00097953, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:07:50,652 - testrun_ae6f81ee - [INFO] - [E:159| 400]: Train Loss:0.0009793, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:09:54,380 - testrun_ae6f81ee - [INFO] - [E:159| 500]: Train Loss:0.0009794, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:11:58,037 - testrun_ae6f81ee - [INFO] - [E:159| 600]: Train Loss:0.0009795, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:14:01,799 - testrun_ae6f81ee - [INFO] - [E:159| 700]: Train Loss:0.00097954, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:16:05,250 - testrun_ae6f81ee - [INFO] - [E:159| 800]: Train Loss:0.00097995, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:18:08,905 - testrun_ae6f81ee - [INFO] - [E:159| 900]: Train Loss:0.0009801, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:20:12,579 - testrun_ae6f81ee - [INFO] - [E:159| 1000]: Train Loss:0.0009801, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:22:13,300 - testrun_ae6f81ee - [INFO] - [E:159| 1100]: Train Loss:0.00098036, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:23:40,448 - testrun_ae6f81ee - [INFO] - [E:159| 1200]: Train Loss:0.00097986, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:25:20,130 - testrun_ae6f81ee - [INFO] - [E:159| 1300]: Train Loss:0.00098001, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:27:23,708 - testrun_ae6f81ee - [INFO] - [E:159| 1400]: Train Loss:0.00097987, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:29:27,330 - testrun_ae6f81ee - [INFO] - [E:159| 1500]: Train Loss:0.00097988, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:31:30,962 - testrun_ae6f81ee - [INFO] - [E:159| 1600]: Train Loss:0.00097964, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:32:51,669 - testrun_ae6f81ee - [INFO] - [Epoch:159]: Training Loss:0.0009798 + +2023-06-03 19:32:52,123 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 19:33:36,142 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 19:34:01,570 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 19:34:45,834 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 19:35:11,105 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.50642, Head : 0.32505, Avg : 0.41573 + MR: Tail : 576.82, Head : 566.36, Avg : 571.59 + Hit-1: Tail : 0.41375, Head : 0.21002, Avg : 0.31188 + Hit-3: Tail : 0.55052, Head : 0.37609, Avg : 0.46331 + Hit-10: Tail : 0.68646, Head : 0.55503, Avg : 0.62074 +2023-06-03 19:35:11,160 - testrun_ae6f81ee - [INFO] - [Epoch 159]: Training Loss: 0.00097982, Valid MRR: 0.41657, + + + +2023-06-03 19:35:12,497 - testrun_ae6f81ee - [INFO] - [E:160| 0]: Train Loss:0.00095328, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:37:16,011 - testrun_ae6f81ee - [INFO] - [E:160| 100]: Train Loss:0.0009757, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:39:19,644 - testrun_ae6f81ee - [INFO] - [E:160| 200]: Train Loss:0.00097753, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:41:22,962 - testrun_ae6f81ee - [INFO] - [E:160| 300]: Train Loss:0.00097946, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:43:21,807 - testrun_ae6f81ee - [INFO] - [E:160| 400]: Train Loss:0.00097922, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:44:48,846 - testrun_ae6f81ee - [INFO] - [E:160| 500]: Train Loss:0.00097863, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:46:30,717 - testrun_ae6f81ee - [INFO] - [E:160| 600]: Train Loss:0.0009784, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:48:34,216 - testrun_ae6f81ee - [INFO] - [E:160| 700]: Train Loss:0.00097817, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:50:37,811 - testrun_ae6f81ee - [INFO] - [E:160| 800]: Train Loss:0.00097849, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:52:41,461 - testrun_ae6f81ee - [INFO] - [E:160| 900]: Train Loss:0.00097881, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:54:45,230 - testrun_ae6f81ee - [INFO] - [E:160| 1000]: Train Loss:0.00097854, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:56:48,823 - testrun_ae6f81ee - [INFO] - [E:160| 1100]: Train Loss:0.00097877, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 19:58:52,509 - testrun_ae6f81ee - [INFO] - [E:160| 1200]: Train Loss:0.00097913, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:00:56,060 - testrun_ae6f81ee - [INFO] - [E:160| 1300]: Train Loss:0.00097902, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:02:59,772 - testrun_ae6f81ee - [INFO] - [E:160| 1400]: Train Loss:0.00097888, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:04:49,182 - testrun_ae6f81ee - [INFO] - [E:160| 1500]: Train Loss:0.0009793, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:06:16,532 - testrun_ae6f81ee - [INFO] - [E:160| 1600]: Train Loss:0.00097943, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:07:24,880 - testrun_ae6f81ee - [INFO] - [Epoch:160]: Training Loss:0.0009794 + +2023-06-03 20:07:25,438 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 20:08:09,354 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 20:08:34,911 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 20:09:19,192 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 20:09:44,460 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.50929, Head : 0.31614, Avg : 0.41271 + +2023-06-03 20:09:44,490 - testrun_ae6f81ee - [INFO] - [Epoch 160]: Training Loss: 0.0009794, Valid MRR: 0.41657, + + + +2023-06-03 20:09:45,780 - testrun_ae6f81ee - [INFO] - [E:161| 0]: Train Loss:0.00097337, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:11:49,172 - testrun_ae6f81ee - [INFO] - [E:161| 100]: Train Loss:0.00097904, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:13:52,713 - testrun_ae6f81ee - [INFO] - [E:161| 200]: Train Loss:0.00098016, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:15:56,303 - testrun_ae6f81ee - [INFO] - [E:161| 300]: Train Loss:0.00097841, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:17:59,923 - testrun_ae6f81ee - [INFO] - [E:161| 400]: Train Loss:0.00098009, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:20:03,541 - testrun_ae6f81ee - [INFO] - [E:161| 500]: Train Loss:0.00098005, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:22:07,092 - testrun_ae6f81ee - [INFO] - [E:161| 600]: Train Loss:0.00097949, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:24:10,566 - testrun_ae6f81ee - [INFO] - [E:161| 700]: Train Loss:0.00097991, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:25:57,643 - testrun_ae6f81ee - [INFO] - [E:161| 800]: Train Loss:0.00097962, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:27:24,438 - testrun_ae6f81ee - [INFO] - [E:161| 900]: Train Loss:0.00097993, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:29:16,459 - testrun_ae6f81ee - [INFO] - [E:161| 1000]: Train Loss:0.00097975, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:31:20,052 - testrun_ae6f81ee - [INFO] - [E:161| 1100]: Train Loss:0.00097987, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:33:23,686 - testrun_ae6f81ee - [INFO] - [E:161| 1200]: Train Loss:0.00097969, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:35:27,406 - testrun_ae6f81ee - [INFO] - [E:161| 1300]: Train Loss:0.00097964, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:37:31,117 - testrun_ae6f81ee - [INFO] - [E:161| 1400]: Train Loss:0.00097945, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:39:34,714 - testrun_ae6f81ee - [INFO] - [E:161| 1500]: Train Loss:0.00097922, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:41:38,375 - testrun_ae6f81ee - [INFO] - [E:161| 1600]: Train Loss:0.00097914, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:42:59,297 - testrun_ae6f81ee - [INFO] - [Epoch:161]: Training Loss:0.0009793 + +2023-06-03 20:42:59,851 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 20:43:43,788 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 20:44:09,356 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 20:44:53,603 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 20:45:18,793 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.50454, Head : 0.29527, Avg : 0.39991 + +2023-06-03 20:45:18,826 - testrun_ae6f81ee - [INFO] - [Epoch 161]: Training Loss: 0.00097928, Valid MRR: 0.41657, + + + +2023-06-03 20:45:20,130 - testrun_ae6f81ee - [INFO] - [E:162| 0]: Train Loss:0.00098675, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:47:05,970 - testrun_ae6f81ee - [INFO] - [E:162| 100]: Train Loss:0.00098201, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:48:32,876 - testrun_ae6f81ee - [INFO] - [E:162| 200]: Train Loss:0.00098157, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:50:26,316 - testrun_ae6f81ee - [INFO] - [E:162| 300]: Train Loss:0.0009811, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:52:29,799 - testrun_ae6f81ee - [INFO] - [E:162| 400]: Train Loss:0.00098051, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:54:33,446 - testrun_ae6f81ee - [INFO] - [E:162| 500]: Train Loss:0.00097981, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:56:37,026 - testrun_ae6f81ee - [INFO] - [E:162| 600]: Train Loss:0.00097887, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 20:58:40,767 - testrun_ae6f81ee - [INFO] - [E:162| 700]: Train Loss:0.00097859, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:00:44,510 - testrun_ae6f81ee - [INFO] - [E:162| 800]: Train Loss:0.00097866, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:02:48,181 - testrun_ae6f81ee - [INFO] - [E:162| 900]: Train Loss:0.00097857, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:04:51,712 - testrun_ae6f81ee - [INFO] - [E:162| 1000]: Train Loss:0.00097844, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:06:55,345 - testrun_ae6f81ee - [INFO] - [E:162| 1100]: Train Loss:0.00097816, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:08:32,152 - testrun_ae6f81ee - [INFO] - [E:162| 1200]: Train Loss:0.00097825, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:09:58,957 - testrun_ae6f81ee - [INFO] - [E:162| 1300]: Train Loss:0.00097824, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:12:01,590 - testrun_ae6f81ee - [INFO] - [E:162| 1400]: Train Loss:0.00097836, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:14:05,245 - testrun_ae6f81ee - [INFO] - [E:162| 1500]: Train Loss:0.00097834, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:16:08,865 - testrun_ae6f81ee - [INFO] - [E:162| 1600]: Train Loss:0.00097833, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:17:29,649 - testrun_ae6f81ee - [INFO] - [Epoch:162]: Training Loss:0.0009783 + +2023-06-03 21:17:30,200 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 21:18:14,162 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 21:18:39,748 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 21:19:24,056 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 21:19:49,208 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.50528, Head : 0.30305, Avg : 0.40417 + +2023-06-03 21:19:49,247 - testrun_ae6f81ee - [INFO] - [Epoch 162]: Training Loss: 0.00097826, Valid MRR: 0.41657, + + + +2023-06-03 21:19:50,572 - testrun_ae6f81ee - [INFO] - [E:163| 0]: Train Loss:0.0010126, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:21:54,167 - testrun_ae6f81ee - [INFO] - [E:163| 100]: Train Loss:0.00098025, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:23:57,791 - testrun_ae6f81ee - [INFO] - [E:163| 200]: Train Loss:0.00097953, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:26:01,648 - testrun_ae6f81ee - [INFO] - [E:163| 300]: Train Loss:0.00097965, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:28:05,226 - testrun_ae6f81ee - [INFO] - [E:163| 400]: Train Loss:0.00097827, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:29:40,556 - testrun_ae6f81ee - [INFO] - [E:163| 500]: Train Loss:0.00097884, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:31:07,357 - testrun_ae6f81ee - [INFO] - [E:163| 600]: Train Loss:0.00097844, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:33:11,098 - testrun_ae6f81ee - [INFO] - [E:163| 700]: Train Loss:0.00097851, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:35:14,641 - testrun_ae6f81ee - [INFO] - [E:163| 800]: Train Loss:0.00097842, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:37:18,341 - testrun_ae6f81ee - [INFO] - [E:163| 900]: Train Loss:0.00097806, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:39:22,000 - testrun_ae6f81ee - [INFO] - [E:163| 1000]: Train Loss:0.0009782, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:41:25,575 - testrun_ae6f81ee - [INFO] - [E:163| 1100]: Train Loss:0.00097818, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:43:28,955 - testrun_ae6f81ee - [INFO] - [E:163| 1200]: Train Loss:0.00097789, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:45:32,526 - testrun_ae6f81ee - [INFO] - [E:163| 1300]: Train Loss:0.00097794, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:47:36,213 - testrun_ae6f81ee - [INFO] - [E:163| 1400]: Train Loss:0.00097788, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:49:39,758 - testrun_ae6f81ee - [INFO] - [E:163| 1500]: Train Loss:0.00097778, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:51:06,485 - testrun_ae6f81ee - [INFO] - [E:163| 1600]: Train Loss:0.00097796, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:52:03,257 - testrun_ae6f81ee - [INFO] - [Epoch:163]: Training Loss:0.0009779 + +2023-06-03 21:52:03,595 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 21:52:43,302 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 21:53:08,726 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 21:53:53,179 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 21:54:18,427 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.50766, Head : 0.29672, Avg : 0.40219 + +2023-06-03 21:54:18,477 - testrun_ae6f81ee - [INFO] - [Epoch 163]: Training Loss: 0.00097794, Valid MRR: 0.41657, + + + +2023-06-03 21:54:19,814 - testrun_ae6f81ee - [INFO] - [E:164| 0]: Train Loss:0.0010202, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:56:23,456 - testrun_ae6f81ee - [INFO] - [E:164| 100]: Train Loss:0.0009789, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 21:58:27,158 - testrun_ae6f81ee - [INFO] - [E:164| 200]: Train Loss:0.00097893, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:00:30,741 - testrun_ae6f81ee - [INFO] - [E:164| 300]: Train Loss:0.0009771, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:02:34,255 - testrun_ae6f81ee - [INFO] - [E:164| 400]: Train Loss:0.00097736, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:04:37,695 - testrun_ae6f81ee - [INFO] - [E:164| 500]: Train Loss:0.00097717, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:06:41,212 - testrun_ae6f81ee - [INFO] - [E:164| 600]: Train Loss:0.0009773, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:08:44,793 - testrun_ae6f81ee - [INFO] - [E:164| 700]: Train Loss:0.00097696, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:10:47,227 - testrun_ae6f81ee - [INFO] - [E:164| 800]: Train Loss:0.00097679, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:12:13,868 - testrun_ae6f81ee - [INFO] - [E:164| 900]: Train Loss:0.00097665, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:13:50,756 - testrun_ae6f81ee - [INFO] - [E:164| 1000]: Train Loss:0.00097698, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:15:54,433 - testrun_ae6f81ee - [INFO] - [E:164| 1100]: Train Loss:0.0009775, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:17:58,131 - testrun_ae6f81ee - [INFO] - [E:164| 1200]: Train Loss:0.00097765, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:20:01,770 - testrun_ae6f81ee - [INFO] - [E:164| 1300]: Train Loss:0.00097794, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:22:05,385 - testrun_ae6f81ee - [INFO] - [E:164| 1400]: Train Loss:0.00097794, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:24:09,047 - testrun_ae6f81ee - [INFO] - [E:164| 1500]: Train Loss:0.000978, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:26:12,801 - testrun_ae6f81ee - [INFO] - [E:164| 1600]: Train Loss:0.00097764, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:27:33,595 - testrun_ae6f81ee - [INFO] - [Epoch:164]: Training Loss:0.0009774 + +2023-06-03 22:27:33,999 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 22:28:18,149 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 22:28:43,658 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 22:29:28,058 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 22:29:53,292 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.51047, Head : 0.29549, Avg : 0.40298 + +2023-06-03 22:29:53,337 - testrun_ae6f81ee - [INFO] - [Epoch 164]: Training Loss: 0.00097741, Valid MRR: 0.41657, + + + +2023-06-03 22:29:54,656 - testrun_ae6f81ee - [INFO] - [E:165| 0]: Train Loss:0.0009622, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:31:55,855 - testrun_ae6f81ee - [INFO] - [E:165| 100]: Train Loss:0.00097888, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:33:22,503 - testrun_ae6f81ee - [INFO] - [E:165| 200]: Train Loss:0.00097685, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:35:00,277 - testrun_ae6f81ee - [INFO] - [E:165| 300]: Train Loss:0.00097609, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:37:04,022 - testrun_ae6f81ee - [INFO] - [E:165| 400]: Train Loss:0.00097676, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:39:07,695 - testrun_ae6f81ee - [INFO] - [E:165| 500]: Train Loss:0.00097743, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:41:11,257 - testrun_ae6f81ee - [INFO] - [E:165| 600]: Train Loss:0.00097761, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:43:14,736 - testrun_ae6f81ee - [INFO] - [E:165| 700]: Train Loss:0.00097814, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:45:18,289 - testrun_ae6f81ee - [INFO] - [E:165| 800]: Train Loss:0.00097788, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:47:21,974 - testrun_ae6f81ee - [INFO] - [E:165| 900]: Train Loss:0.00097771, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:49:25,505 - testrun_ae6f81ee - [INFO] - [E:165| 1000]: Train Loss:0.00097765, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:51:28,985 - testrun_ae6f81ee - [INFO] - [E:165| 1100]: Train Loss:0.00097724, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:53:21,596 - testrun_ae6f81ee - [INFO] - [E:165| 1200]: Train Loss:0.00097713, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:54:48,186 - testrun_ae6f81ee - [INFO] - [E:165| 1300]: Train Loss:0.00097716, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:56:34,790 - testrun_ae6f81ee - [INFO] - [E:165| 1400]: Train Loss:0.00097677, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 22:58:38,549 - testrun_ae6f81ee - [INFO] - [E:165| 1500]: Train Loss:0.00097671, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:00:42,108 - testrun_ae6f81ee - [INFO] - [E:165| 1600]: Train Loss:0.00097667, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:02:02,940 - testrun_ae6f81ee - [INFO] - [Epoch:165]: Training Loss:0.0009769 + +2023-06-03 23:02:03,508 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 23:02:47,484 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 23:03:13,095 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 23:03:57,371 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 23:04:22,594 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.50628, Head : 0.28746, Avg : 0.39687 + +2023-06-03 23:04:22,625 - testrun_ae6f81ee - [INFO] - [Epoch 165]: Training Loss: 0.0009769, Valid MRR: 0.41657, + + + +2023-06-03 23:04:23,889 - testrun_ae6f81ee - [INFO] - [E:166| 0]: Train Loss:0.00094037, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:06:27,519 - testrun_ae6f81ee - [INFO] - [E:166| 100]: Train Loss:0.00097615, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:08:31,237 - testrun_ae6f81ee - [INFO] - [E:166| 200]: Train Loss:0.00097691, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:10:34,912 - testrun_ae6f81ee - [INFO] - [E:166| 300]: Train Loss:0.00097732, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:12:38,462 - testrun_ae6f81ee - [INFO] - [E:166| 400]: Train Loss:0.00097572, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:14:29,193 - testrun_ae6f81ee - [INFO] - [E:166| 500]: Train Loss:0.00097546, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:15:56,019 - testrun_ae6f81ee - [INFO] - [E:166| 600]: Train Loss:0.00097643, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:17:44,266 - testrun_ae6f81ee - [INFO] - [E:166| 700]: Train Loss:0.00097585, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:19:47,938 - testrun_ae6f81ee - [INFO] - [E:166| 800]: Train Loss:0.00097534, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:21:51,620 - testrun_ae6f81ee - [INFO] - [E:166| 900]: Train Loss:0.00097586, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:23:55,295 - testrun_ae6f81ee - [INFO] - [E:166| 1000]: Train Loss:0.0009761, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:25:59,157 - testrun_ae6f81ee - [INFO] - [E:166| 1100]: Train Loss:0.00097625, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:28:02,747 - testrun_ae6f81ee - [INFO] - [E:166| 1200]: Train Loss:0.00097639, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:30:06,628 - testrun_ae6f81ee - [INFO] - [E:166| 1300]: Train Loss:0.00097627, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:32:10,232 - testrun_ae6f81ee - [INFO] - [E:166| 1400]: Train Loss:0.00097612, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:34:13,862 - testrun_ae6f81ee - [INFO] - [E:166| 1500]: Train Loss:0.00097637, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:35:56,079 - testrun_ae6f81ee - [INFO] - [E:166| 1600]: Train Loss:0.00097608, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:36:52,789 - testrun_ae6f81ee - [INFO] - [Epoch:166]: Training Loss:0.0009762 + +2023-06-03 23:36:53,058 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-03 23:37:22,268 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-03 23:37:39,785 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-03 23:38:24,004 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-03 23:38:49,185 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.51162, Head : 0.29959, Avg : 0.40561 + +2023-06-03 23:38:49,224 - testrun_ae6f81ee - [INFO] - [Epoch 166]: Training Loss: 0.00097617, Valid MRR: 0.41657, + + + +2023-06-03 23:38:50,457 - testrun_ae6f81ee - [INFO] - [E:167| 0]: Train Loss:0.00095824, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:40:54,287 - testrun_ae6f81ee - [INFO] - [E:167| 100]: Train Loss:0.0009762, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:42:57,959 - testrun_ae6f81ee - [INFO] - [E:167| 200]: Train Loss:0.00097696, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:45:01,595 - testrun_ae6f81ee - [INFO] - [E:167| 300]: Train Loss:0.00097581, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:47:05,376 - testrun_ae6f81ee - [INFO] - [E:167| 400]: Train Loss:0.0009754, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:49:08,949 - testrun_ae6f81ee - [INFO] - [E:167| 500]: Train Loss:0.00097541, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:51:12,594 - testrun_ae6f81ee - [INFO] - [E:167| 600]: Train Loss:0.00097569, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:53:16,217 - testrun_ae6f81ee - [INFO] - [E:167| 700]: Train Loss:0.00097543, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:55:19,851 - testrun_ae6f81ee - [INFO] - [E:167| 800]: Train Loss:0.00097536, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:57:01,503 - testrun_ae6f81ee - [INFO] - [E:167| 900]: Train Loss:0.00097582, Val MRR:0.41657, testrun_ae6f81ee +2023-06-03 23:58:28,150 - testrun_ae6f81ee - [INFO] - [E:167| 1000]: Train Loss:0.00097568, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:00:25,640 - testrun_ae6f81ee - [INFO] - [E:167| 1100]: Train Loss:0.00097575, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:02:29,387 - testrun_ae6f81ee - [INFO] - [E:167| 1200]: Train Loss:0.00097611, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:04:33,010 - testrun_ae6f81ee - [INFO] - [E:167| 1300]: Train Loss:0.00097591, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:06:36,727 - testrun_ae6f81ee - [INFO] - [E:167| 1400]: Train Loss:0.0009759, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:08:40,416 - testrun_ae6f81ee - [INFO] - [E:167| 1500]: Train Loss:0.00097598, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:10:44,044 - testrun_ae6f81ee - [INFO] - [E:167| 1600]: Train Loss:0.00097576, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:12:04,909 - testrun_ae6f81ee - [INFO] - [Epoch:167]: Training Loss:0.0009759 + +2023-06-04 00:12:05,457 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 00:12:49,428 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 00:13:14,987 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 00:13:59,297 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 00:14:24,547 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.50855, Head : 0.29598, Avg : 0.40226 + +2023-06-04 00:14:24,598 - testrun_ae6f81ee - [INFO] - [Epoch 167]: Training Loss: 0.00097588, Valid MRR: 0.41657, + + + +2023-06-04 00:14:25,903 - testrun_ae6f81ee - [INFO] - [E:168| 0]: Train Loss:0.00098273, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:16:29,573 - testrun_ae6f81ee - [INFO] - [E:168| 100]: Train Loss:0.00097745, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:18:10,021 - testrun_ae6f81ee - [INFO] - [E:168| 200]: Train Loss:0.00097489, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:19:36,908 - testrun_ae6f81ee - [INFO] - [E:168| 300]: Train Loss:0.00097486, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:21:35,841 - testrun_ae6f81ee - [INFO] - [E:168| 400]: Train Loss:0.00097468, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:23:39,458 - testrun_ae6f81ee - [INFO] - [E:168| 500]: Train Loss:0.00097503, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:25:43,072 - testrun_ae6f81ee - [INFO] - [E:168| 600]: Train Loss:0.00097451, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:27:46,805 - testrun_ae6f81ee - [INFO] - [E:168| 700]: Train Loss:0.00097432, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:29:50,421 - testrun_ae6f81ee - [INFO] - [E:168| 800]: Train Loss:0.00097424, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:31:54,069 - testrun_ae6f81ee - [INFO] - [E:168| 900]: Train Loss:0.0009744, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:33:57,789 - testrun_ae6f81ee - [INFO] - [E:168| 1000]: Train Loss:0.00097453, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:36:01,465 - testrun_ae6f81ee - [INFO] - [E:168| 1100]: Train Loss:0.00097459, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:38:05,098 - testrun_ae6f81ee - [INFO] - [E:168| 1200]: Train Loss:0.00097455, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:39:35,976 - testrun_ae6f81ee - [INFO] - [E:168| 1300]: Train Loss:0.00097484, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:41:07,371 - testrun_ae6f81ee - [INFO] - [E:168| 1400]: Train Loss:0.00097496, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:43:11,188 - testrun_ae6f81ee - [INFO] - [E:168| 1500]: Train Loss:0.00097512, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:45:14,882 - testrun_ae6f81ee - [INFO] - [E:168| 1600]: Train Loss:0.00097512, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:46:35,709 - testrun_ae6f81ee - [INFO] - [Epoch:168]: Training Loss:0.0009753 + +2023-06-04 00:46:36,206 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 00:47:20,182 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 00:47:45,680 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 00:48:29,989 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 00:48:55,168 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.51127, Head : 0.28271, Avg : 0.39699 + +2023-06-04 00:48:55,203 - testrun_ae6f81ee - [INFO] - [Epoch 168]: Training Loss: 0.00097528, Valid MRR: 0.41657, + + + +2023-06-04 00:48:56,511 - testrun_ae6f81ee - [INFO] - [E:169| 0]: Train Loss:0.0009734, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:51:00,199 - testrun_ae6f81ee - [INFO] - [E:169| 100]: Train Loss:0.00097581, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:53:03,788 - testrun_ae6f81ee - [INFO] - [E:169| 200]: Train Loss:0.0009728, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:55:07,610 - testrun_ae6f81ee - [INFO] - [E:169| 300]: Train Loss:0.00097353, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:57:11,024 - testrun_ae6f81ee - [INFO] - [E:169| 400]: Train Loss:0.00097347, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 00:59:14,641 - testrun_ae6f81ee - [INFO] - [E:169| 500]: Train Loss:0.00097438, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:00:44,126 - testrun_ae6f81ee - [INFO] - [E:169| 600]: Train Loss:0.00097485, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:02:17,007 - testrun_ae6f81ee - [INFO] - [E:169| 700]: Train Loss:0.00097474, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:04:20,912 - testrun_ae6f81ee - [INFO] - [E:169| 800]: Train Loss:0.00097482, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:06:24,923 - testrun_ae6f81ee - [INFO] - [E:169| 900]: Train Loss:0.00097467, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:08:28,942 - testrun_ae6f81ee - [INFO] - [E:169| 1000]: Train Loss:0.00097505, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:10:32,804 - testrun_ae6f81ee - [INFO] - [E:169| 1100]: Train Loss:0.00097503, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:12:36,777 - testrun_ae6f81ee - [INFO] - [E:169| 1200]: Train Loss:0.00097518, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:14:40,651 - testrun_ae6f81ee - [INFO] - [E:169| 1300]: Train Loss:0.00097514, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:16:44,681 - testrun_ae6f81ee - [INFO] - [E:169| 1400]: Train Loss:0.00097493, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:18:48,677 - testrun_ae6f81ee - [INFO] - [E:169| 1500]: Train Loss:0.00097475, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:20:45,562 - testrun_ae6f81ee - [INFO] - [E:169| 1600]: Train Loss:0.0009747, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:21:42,431 - testrun_ae6f81ee - [INFO] - [Epoch:169]: Training Loss:0.0009747 + +2023-06-04 01:21:43,058 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 01:22:12,447 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 01:22:29,568 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 01:22:59,091 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 01:23:23,314 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.50738, Head : 0.29303, Avg : 0.40021 + MR: Tail : 601.86, Head : 598.47, Avg : 600.17 + Hit-1: Tail : 0.41548, Head : 0.18369, Avg : 0.29958 + Hit-3: Tail : 0.55508, Head : 0.33323, Avg : 0.44416 + Hit-10: Tail : 0.68547, Head : 0.52811, Avg : 0.60679 +2023-06-04 01:23:23,610 - testrun_ae6f81ee - [INFO] - [Epoch 169]: Training Loss: 0.00097466, Valid MRR: 0.41657, + + + +2023-06-04 01:23:25,109 - testrun_ae6f81ee - [INFO] - [E:170| 0]: Train Loss:0.00095015, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:25:29,198 - testrun_ae6f81ee - [INFO] - [E:170| 100]: Train Loss:0.00097327, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:27:33,160 - testrun_ae6f81ee - [INFO] - [E:170| 200]: Train Loss:0.00097353, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:29:37,111 - testrun_ae6f81ee - [INFO] - [E:170| 300]: Train Loss:0.00097313, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:31:41,111 - testrun_ae6f81ee - [INFO] - [E:170| 400]: Train Loss:0.00097267, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:33:44,769 - testrun_ae6f81ee - [INFO] - [E:170| 500]: Train Loss:0.00097209, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:35:48,279 - testrun_ae6f81ee - [INFO] - [E:170| 600]: Train Loss:0.00097238, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:37:52,214 - testrun_ae6f81ee - [INFO] - [E:170| 700]: Train Loss:0.00097245, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:39:56,180 - testrun_ae6f81ee - [INFO] - [E:170| 800]: Train Loss:0.00097328, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:41:51,272 - testrun_ae6f81ee - [INFO] - [E:170| 900]: Train Loss:0.0009735, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:43:18,204 - testrun_ae6f81ee - [INFO] - [E:170| 1000]: Train Loss:0.00097345, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:45:02,720 - testrun_ae6f81ee - [INFO] - [E:170| 1100]: Train Loss:0.00097304, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:47:06,689 - testrun_ae6f81ee - [INFO] - [E:170| 1200]: Train Loss:0.00097336, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:49:10,710 - testrun_ae6f81ee - [INFO] - [E:170| 1300]: Train Loss:0.00097336, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:51:14,768 - testrun_ae6f81ee - [INFO] - [E:170| 1400]: Train Loss:0.00097384, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:53:18,700 - testrun_ae6f81ee - [INFO] - [E:170| 1500]: Train Loss:0.00097397, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:55:22,810 - testrun_ae6f81ee - [INFO] - [E:170| 1600]: Train Loss:0.00097403, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 01:56:43,798 - testrun_ae6f81ee - [INFO] - [Epoch:170]: Training Loss:0.0009742 + +2023-06-04 01:56:44,582 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 01:57:28,927 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 01:57:54,660 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 01:58:39,133 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 01:59:04,477 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.5086, Head : 0.30441, Avg : 0.4065 + +2023-06-04 01:59:04,806 - testrun_ae6f81ee - [INFO] - [Epoch 170]: Training Loss: 0.00097424, Valid MRR: 0.41657, + + + +2023-06-04 01:59:06,258 - testrun_ae6f81ee - [INFO] - [E:171| 0]: Train Loss:0.00094368, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:01:10,180 - testrun_ae6f81ee - [INFO] - [E:171| 100]: Train Loss:0.00097094, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:03:01,774 - testrun_ae6f81ee - [INFO] - [E:171| 200]: Train Loss:0.00097222, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:04:28,596 - testrun_ae6f81ee - [INFO] - [E:171| 300]: Train Loss:0.00097316, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:06:16,577 - testrun_ae6f81ee - [INFO] - [E:171| 400]: Train Loss:0.00097268, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:08:20,580 - testrun_ae6f81ee - [INFO] - [E:171| 500]: Train Loss:0.00097298, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:10:24,348 - testrun_ae6f81ee - [INFO] - [E:171| 600]: Train Loss:0.00097248, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:12:28,189 - testrun_ae6f81ee - [INFO] - [E:171| 700]: Train Loss:0.00097257, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:14:32,116 - testrun_ae6f81ee - [INFO] - [E:171| 800]: Train Loss:0.00097287, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:16:35,877 - testrun_ae6f81ee - [INFO] - [E:171| 900]: Train Loss:0.00097301, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:18:39,882 - testrun_ae6f81ee - [INFO] - [E:171| 1000]: Train Loss:0.00097308, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:20:43,884 - testrun_ae6f81ee - [INFO] - [E:171| 1100]: Train Loss:0.00097365, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:22:48,036 - testrun_ae6f81ee - [INFO] - [E:171| 1200]: Train Loss:0.00097381, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:24:28,598 - testrun_ae6f81ee - [INFO] - [E:171| 1300]: Train Loss:0.00097383, Val MRR:0.41657, testrun_ae6f81ee +2023-06-04 02:47:07,932 - testrun_ae6f81ee - [INFO] - [E:172| 700]: Train Loss:0.00097355, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 02:49:10,163 - testrun_ae6f81ee - [INFO] - [E:172| 800]: Train Loss:0.00097345, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 02:51:13,858 - testrun_ae6f81ee - [INFO] - [E:172| 900]: Train Loss:0.00097338, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 02:53:17,553 - testrun_ae6f81ee - [INFO] - [E:172| 1000]: Train Loss:0.00097379, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 02:55:21,394 - testrun_ae6f81ee - [INFO] - [E:172| 1100]: Train Loss:0.00097395, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 02:57:25,327 - testrun_ae6f81ee - [INFO] - [E:172| 1200]: Train Loss:0.00097386, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 02:59:29,102 - testrun_ae6f81ee - [INFO] - [E:172| 1300]: Train Loss:0.00097377, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:01:32,848 - testrun_ae6f81ee - [INFO] - [E:172| 1400]: Train Loss:0.0009738, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:03:36,588 - testrun_ae6f81ee - [INFO] - [E:172| 1500]: Train Loss:0.00097357, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:05:40,422 - testrun_ae6f81ee - [INFO] - [E:172| 1600]: Train Loss:0.00097334, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:06:37,543 - testrun_ae6f81ee - [INFO] - [Epoch:172]: Training Loss:0.0009732 + +2023-06-04 03:06:37,803 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 03:07:07,100 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 03:07:24,109 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 03:07:53,380 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 03:08:10,058 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.51328, Head : 0.31496, Avg : 0.41412 + +2023-06-04 03:08:10,091 - testrun_ae6f81ee - [INFO] - [Epoch 172]: Training Loss: 0.00097324, Valid MRR: 0.4246, + + + +2023-06-04 03:08:11,097 - testrun_ae6f81ee - [INFO] - [E:173| 0]: Train Loss:0.00094282, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:10:13,688 - testrun_ae6f81ee - [INFO] - [E:173| 100]: Train Loss:0.00097237, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:12:17,615 - testrun_ae6f81ee - [INFO] - [E:173| 200]: Train Loss:0.00097373, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:14:21,503 - testrun_ae6f81ee - [INFO] - [E:173| 300]: Train Loss:0.00097244, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:16:25,289 - testrun_ae6f81ee - [INFO] - [E:173| 400]: Train Loss:0.00097139, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:18:29,084 - testrun_ae6f81ee - [INFO] - [E:173| 500]: Train Loss:0.00097153, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:20:32,790 - testrun_ae6f81ee - [INFO] - [E:173| 600]: Train Loss:0.00097163, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:22:36,328 - testrun_ae6f81ee - [INFO] - [E:173| 700]: Train Loss:0.00097199, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:24:40,198 - testrun_ae6f81ee - [INFO] - [E:173| 800]: Train Loss:0.00097222, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:26:43,873 - testrun_ae6f81ee - [INFO] - [E:173| 900]: Train Loss:0.00097298, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:28:10,384 - testrun_ae6f81ee - [INFO] - [E:173| 1000]: Train Loss:0.00097257, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:29:45,669 - testrun_ae6f81ee - [INFO] - [E:173| 1100]: Train Loss:0.00097253, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:31:49,336 - testrun_ae6f81ee - [INFO] - [E:173| 1200]: Train Loss:0.00097255, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:33:53,129 - testrun_ae6f81ee - [INFO] - [E:173| 1300]: Train Loss:0.00097242, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:35:56,963 - testrun_ae6f81ee - [INFO] - [E:173| 1400]: Train Loss:0.0009725, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:38:00,589 - testrun_ae6f81ee - [INFO] - [E:173| 1500]: Train Loss:0.00097261, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:40:04,385 - testrun_ae6f81ee - [INFO] - [E:173| 1600]: Train Loss:0.00097277, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:41:25,286 - testrun_ae6f81ee - [INFO] - [Epoch:173]: Training Loss:0.0009729 + +2023-06-04 03:41:25,731 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 03:42:09,863 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 03:42:35,387 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 03:43:19,627 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 03:43:44,910 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.50919, Head : 0.29131, Avg : 0.40025 + +2023-06-04 03:43:44,949 - testrun_ae6f81ee - [INFO] - [Epoch 173]: Training Loss: 0.00097291, Valid MRR: 0.4246, + + + +2023-06-04 03:43:46,255 - testrun_ae6f81ee - [INFO] - [E:174| 0]: Train Loss:0.00098469, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:45:50,082 - testrun_ae6f81ee - [INFO] - [E:174| 100]: Train Loss:0.00097294, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:47:52,026 - testrun_ae6f81ee - [INFO] - [E:174| 200]: Train Loss:0.00097381, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:49:18,663 - testrun_ae6f81ee - [INFO] - [E:174| 300]: Train Loss:0.00097336, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:50:55,678 - testrun_ae6f81ee - [INFO] - [E:174| 400]: Train Loss:0.00097348, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:52:59,423 - testrun_ae6f81ee - [INFO] - [E:174| 500]: Train Loss:0.00097282, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:55:03,083 - testrun_ae6f81ee - [INFO] - [E:174| 600]: Train Loss:0.00097286, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:57:06,855 - testrun_ae6f81ee - [INFO] - [E:174| 700]: Train Loss:0.00097259, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 03:59:10,383 - testrun_ae6f81ee - [INFO] - [E:174| 800]: Train Loss:0.0009726, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:01:14,249 - testrun_ae6f81ee - [INFO] - [E:174| 900]: Train Loss:0.00097297, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:03:18,001 - testrun_ae6f81ee - [INFO] - [E:174| 1000]: Train Loss:0.00097292, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:05:21,681 - testrun_ae6f81ee - [INFO] - [E:174| 1100]: Train Loss:0.00097276, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:07:25,415 - testrun_ae6f81ee - [INFO] - [E:174| 1200]: Train Loss:0.00097291, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:09:17,436 - testrun_ae6f81ee - [INFO] - [E:174| 1300]: Train Loss:0.00097273, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:10:44,219 - testrun_ae6f81ee - [INFO] - [E:174| 1400]: Train Loss:0.00097287, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:12:31,528 - testrun_ae6f81ee - [INFO] - [E:174| 1500]: Train Loss:0.00097264, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:14:35,186 - testrun_ae6f81ee - [INFO] - [E:174| 1600]: Train Loss:0.00097274, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:15:56,053 - testrun_ae6f81ee - [INFO] - [Epoch:174]: Training Loss:0.0009726 + +2023-06-04 04:15:56,571 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 04:16:40,550 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 04:17:06,115 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 04:17:50,519 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 04:18:15,779 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.51267, Head : 0.28024, Avg : 0.39645 + +2023-06-04 04:18:15,811 - testrun_ae6f81ee - [INFO] - [Epoch 174]: Training Loss: 0.00097265, Valid MRR: 0.4246, + + + +2023-06-04 04:18:17,098 - testrun_ae6f81ee - [INFO] - [E:175| 0]: Train Loss:0.00092991, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:20:20,949 - testrun_ae6f81ee - [INFO] - [E:175| 100]: Train Loss:0.00097165, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:22:24,753 - testrun_ae6f81ee - [INFO] - [E:175| 200]: Train Loss:0.00097398, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:24:28,676 - testrun_ae6f81ee - [INFO] - [E:175| 300]: Train Loss:0.00097246, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:26:32,447 - testrun_ae6f81ee - [INFO] - [E:175| 400]: Train Loss:0.00097194, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:28:36,260 - testrun_ae6f81ee - [INFO] - [E:175| 500]: Train Loss:0.00097123, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:30:26,924 - testrun_ae6f81ee - [INFO] - [E:175| 600]: Train Loss:0.00097172, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:31:53,512 - testrun_ae6f81ee - [INFO] - [E:175| 700]: Train Loss:0.00097196, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:33:41,545 - testrun_ae6f81ee - [INFO] - [E:175| 800]: Train Loss:0.00097194, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:35:45,467 - testrun_ae6f81ee - [INFO] - [E:175| 900]: Train Loss:0.00097177, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:37:49,283 - testrun_ae6f81ee - [INFO] - [E:175| 1000]: Train Loss:0.00097176, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:39:52,937 - testrun_ae6f81ee - [INFO] - [E:175| 1100]: Train Loss:0.00097189, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:41:56,702 - testrun_ae6f81ee - [INFO] - [E:175| 1200]: Train Loss:0.00097177, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:44:00,400 - testrun_ae6f81ee - [INFO] - [E:175| 1300]: Train Loss:0.00097167, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:46:04,228 - testrun_ae6f81ee - [INFO] - [E:175| 1400]: Train Loss:0.00097176, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:48:08,156 - testrun_ae6f81ee - [INFO] - [E:175| 1500]: Train Loss:0.00097138, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:50:11,963 - testrun_ae6f81ee - [INFO] - [E:175| 1600]: Train Loss:0.0009714, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:51:23,468 - testrun_ae6f81ee - [INFO] - [Epoch:175]: Training Loss:0.0009718 + +2023-06-04 04:51:23,716 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 04:51:53,052 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 04:52:10,038 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 04:52:39,435 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 04:52:56,099 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.50208, Head : 0.32926, Avg : 0.41567 + +2023-06-04 04:52:56,133 - testrun_ae6f81ee - [INFO] - [Epoch 175]: Training Loss: 0.00097176, Valid MRR: 0.4246, + + + +2023-06-04 04:52:56,996 - testrun_ae6f81ee - [INFO] - [E:176| 0]: Train Loss:0.00095226, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:54:44,777 - testrun_ae6f81ee - [INFO] - [E:176| 100]: Train Loss:0.00096713, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:56:48,617 - testrun_ae6f81ee - [INFO] - [E:176| 200]: Train Loss:0.00096958, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 04:58:52,410 - testrun_ae6f81ee - [INFO] - [E:176| 300]: Train Loss:0.00096867, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:00:56,263 - testrun_ae6f81ee - [INFO] - [E:176| 400]: Train Loss:0.00096864, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:03:00,060 - testrun_ae6f81ee - [INFO] - [E:176| 500]: Train Loss:0.00096846, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:05:03,700 - testrun_ae6f81ee - [INFO] - [E:176| 600]: Train Loss:0.0009695, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:07:07,248 - testrun_ae6f81ee - [INFO] - [E:176| 700]: Train Loss:0.00096988, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:09:10,849 - testrun_ae6f81ee - [INFO] - [E:176| 800]: Train Loss:0.00097, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:11:14,634 - testrun_ae6f81ee - [INFO] - [E:176| 900]: Train Loss:0.00096977, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:12:56,368 - testrun_ae6f81ee - [INFO] - [E:176| 1000]: Train Loss:0.00096995, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:14:22,895 - testrun_ae6f81ee - [INFO] - [E:176| 1100]: Train Loss:0.00097008, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:16:20,592 - testrun_ae6f81ee - [INFO] - [E:176| 1200]: Train Loss:0.00097045, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:18:24,245 - testrun_ae6f81ee - [INFO] - [E:176| 1300]: Train Loss:0.00097076, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:20:28,060 - testrun_ae6f81ee - [INFO] - [E:176| 1400]: Train Loss:0.00097118, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:22:31,760 - testrun_ae6f81ee - [INFO] - [E:176| 1500]: Train Loss:0.0009712, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:24:35,519 - testrun_ae6f81ee - [INFO] - [E:176| 1600]: Train Loss:0.00097111, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:25:56,244 - testrun_ae6f81ee - [INFO] - [Epoch:176]: Training Loss:0.0009712 + +2023-06-04 05:25:56,803 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 05:26:40,826 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 05:27:06,426 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 05:27:50,633 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 05:28:15,966 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.51309, Head : 0.28683, Avg : 0.39996 + +2023-06-04 05:28:16,015 - testrun_ae6f81ee - [INFO] - [Epoch 176]: Training Loss: 0.00097118, Valid MRR: 0.4246, + + + +2023-06-04 05:28:17,313 - testrun_ae6f81ee - [INFO] - [E:177| 0]: Train Loss:0.0009613, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:30:21,160 - testrun_ae6f81ee - [INFO] - [E:177| 100]: Train Loss:0.00097199, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:32:24,805 - testrun_ae6f81ee - [INFO] - [E:177| 200]: Train Loss:0.00097174, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:34:04,684 - testrun_ae6f81ee - [INFO] - [E:177| 300]: Train Loss:0.00097178, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:35:30,933 - testrun_ae6f81ee - [INFO] - [E:177| 400]: Train Loss:0.00097098, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:37:29,940 - testrun_ae6f81ee - [INFO] - [E:177| 500]: Train Loss:0.00097146, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:39:33,711 - testrun_ae6f81ee - [INFO] - [E:177| 600]: Train Loss:0.00097161, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:41:37,529 - testrun_ae6f81ee - [INFO] - [E:177| 700]: Train Loss:0.00097193, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:43:41,169 - testrun_ae6f81ee - [INFO] - [E:177| 800]: Train Loss:0.00097169, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:45:44,981 - testrun_ae6f81ee - [INFO] - [E:177| 900]: Train Loss:0.00097166, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:47:48,823 - testrun_ae6f81ee - [INFO] - [E:177| 1000]: Train Loss:0.00097139, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:49:52,665 - testrun_ae6f81ee - [INFO] - [E:177| 1100]: Train Loss:0.00097118, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:51:56,452 - testrun_ae6f81ee - [INFO] - [E:177| 1200]: Train Loss:0.00097091, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:54:00,074 - testrun_ae6f81ee - [INFO] - [E:177| 1300]: Train Loss:0.00097089, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:55:30,648 - testrun_ae6f81ee - [INFO] - [E:177| 1400]: Train Loss:0.00097072, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:57:01,869 - testrun_ae6f81ee - [INFO] - [E:177| 1500]: Train Loss:0.00097109, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 05:59:05,622 - testrun_ae6f81ee - [INFO] - [E:177| 1600]: Train Loss:0.00097117, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:00:26,575 - testrun_ae6f81ee - [INFO] - [Epoch:177]: Training Loss:0.0009709 + +2023-06-04 06:00:27,049 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 06:01:11,256 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 06:01:36,756 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 06:02:21,184 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 06:02:46,380 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.51104, Head : 0.29056, Avg : 0.4008 + +2023-06-04 06:02:46,414 - testrun_ae6f81ee - [INFO] - [Epoch 177]: Training Loss: 0.00097095, Valid MRR: 0.4246, + + + +2023-06-04 06:02:47,736 - testrun_ae6f81ee - [INFO] - [E:178| 0]: Train Loss:0.00096687, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:04:51,612 - testrun_ae6f81ee - [INFO] - [E:178| 100]: Train Loss:0.00096792, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:06:55,497 - testrun_ae6f81ee - [INFO] - [E:178| 200]: Train Loss:0.00096755, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:08:59,422 - testrun_ae6f81ee - [INFO] - [E:178| 300]: Train Loss:0.00096851, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:11:03,139 - testrun_ae6f81ee - [INFO] - [E:178| 400]: Train Loss:0.00096881, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:13:07,041 - testrun_ae6f81ee - [INFO] - [E:178| 500]: Train Loss:0.00096933, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:15:10,839 - testrun_ae6f81ee - [INFO] - [E:178| 600]: Train Loss:0.00096974, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:16:39,891 - testrun_ae6f81ee - [INFO] - [E:178| 700]: Train Loss:0.00097023, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:18:13,125 - testrun_ae6f81ee - [INFO] - [E:178| 800]: Train Loss:0.00097018, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:20:16,844 - testrun_ae6f81ee - [INFO] - [E:178| 900]: Train Loss:0.00097023, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:22:20,652 - testrun_ae6f81ee - [INFO] - [E:178| 1000]: Train Loss:0.00097021, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:24:24,455 - testrun_ae6f81ee - [INFO] - [E:178| 1100]: Train Loss:0.00096998, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:26:28,386 - testrun_ae6f81ee - [INFO] - [E:178| 1200]: Train Loss:0.00097007, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:28:32,047 - testrun_ae6f81ee - [INFO] - [E:178| 1300]: Train Loss:0.00097028, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:30:35,823 - testrun_ae6f81ee - [INFO] - [E:178| 1400]: Train Loss:0.00097057, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:32:39,490 - testrun_ae6f81ee - [INFO] - [E:178| 1500]: Train Loss:0.00097093, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:34:43,234 - testrun_ae6f81ee - [INFO] - [E:178| 1600]: Train Loss:0.00097056, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:36:04,063 - testrun_ae6f81ee - [INFO] - [Epoch:178]: Training Loss:0.0009705 + +2023-06-04 06:36:04,615 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 06:36:39,587 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 06:36:56,525 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 06:37:26,001 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 06:37:42,724 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.50935, Head : 0.32414, Avg : 0.41674 + +2023-06-04 06:37:42,754 - testrun_ae6f81ee - [INFO] - [Epoch 178]: Training Loss: 0.00097046, Valid MRR: 0.4246, + + + +2023-06-04 06:37:43,605 - testrun_ae6f81ee - [INFO] - [E:179| 0]: Train Loss:0.00097415, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:39:16,917 - testrun_ae6f81ee - [INFO] - [E:179| 100]: Train Loss:0.00096806, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:41:20,650 - testrun_ae6f81ee - [INFO] - [E:179| 200]: Train Loss:0.00096977, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:43:24,383 - testrun_ae6f81ee - [INFO] - [E:179| 300]: Train Loss:0.00097096, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:45:28,277 - testrun_ae6f81ee - [INFO] - [E:179| 400]: Train Loss:0.00097041, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:47:31,905 - testrun_ae6f81ee - [INFO] - [E:179| 500]: Train Loss:0.00096973, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:49:35,689 - testrun_ae6f81ee - [INFO] - [E:179| 600]: Train Loss:0.00096899, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:51:39,438 - testrun_ae6f81ee - [INFO] - [E:179| 700]: Train Loss:0.00096884, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:53:43,209 - testrun_ae6f81ee - [INFO] - [E:179| 800]: Train Loss:0.00096911, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:55:46,678 - testrun_ae6f81ee - [INFO] - [E:179| 900]: Train Loss:0.00096955, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:57:42,685 - testrun_ae6f81ee - [INFO] - [E:179| 1000]: Train Loss:0.00096987, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 06:59:09,248 - testrun_ae6f81ee - [INFO] - [E:179| 1100]: Train Loss:0.00096972, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:00:52,266 - testrun_ae6f81ee - [INFO] - [E:179| 1200]: Train Loss:0.00096974, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:02:55,918 - testrun_ae6f81ee - [INFO] - [E:179| 1300]: Train Loss:0.00096998, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:04:59,623 - testrun_ae6f81ee - [INFO] - [E:179| 1400]: Train Loss:0.00097001, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:07:03,282 - testrun_ae6f81ee - [INFO] - [E:179| 1500]: Train Loss:0.0009699, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:09:07,107 - testrun_ae6f81ee - [INFO] - [E:179| 1600]: Train Loss:0.00096996, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:10:28,064 - testrun_ae6f81ee - [INFO] - [Epoch:179]: Training Loss:0.0009699 + +2023-06-04 07:10:28,499 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 07:11:12,569 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 07:11:38,123 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 07:12:22,484 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 07:12:47,681 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.50841, Head : 0.28022, Avg : 0.39432 + MR: Tail : 629.65, Head : 625.12, Avg : 627.39 + Hit-1: Tail : 0.41815, Head : 0.16385, Avg : 0.291 + Hit-3: Tail : 0.55458, Head : 0.32695, Avg : 0.44077 + Hit-10: Tail : 0.68295, Head : 0.51321, Avg : 0.59808 +2023-06-04 07:12:47,713 - testrun_ae6f81ee - [INFO] - [Epoch 179]: Training Loss: 0.00096986, Valid MRR: 0.4246, + + + +2023-06-04 07:12:48,962 - testrun_ae6f81ee - [INFO] - [E:180| 0]: Train Loss:0.0010644, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:14:52,778 - testrun_ae6f81ee - [INFO] - [E:180| 100]: Train Loss:0.00097165, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:16:56,608 - testrun_ae6f81ee - [INFO] - [E:180| 200]: Train Loss:0.00096989, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:18:50,942 - testrun_ae6f81ee - [INFO] - [E:180| 300]: Train Loss:0.00096997, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:20:17,566 - testrun_ae6f81ee - [INFO] - [E:180| 400]: Train Loss:0.0009696, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:22:02,460 - testrun_ae6f81ee - [INFO] - [E:180| 500]: Train Loss:0.00096944, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:24:05,988 - testrun_ae6f81ee - [INFO] - [E:180| 600]: Train Loss:0.00097032, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:26:09,683 - testrun_ae6f81ee - [INFO] - [E:180| 700]: Train Loss:0.00096979, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:28:13,533 - testrun_ae6f81ee - [INFO] - [E:180| 800]: Train Loss:0.00096976, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:30:17,159 - testrun_ae6f81ee - [INFO] - [E:180| 900]: Train Loss:0.00097, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:32:21,066 - testrun_ae6f81ee - [INFO] - [E:180| 1000]: Train Loss:0.00096967, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:34:24,821 - testrun_ae6f81ee - [INFO] - [E:180| 1100]: Train Loss:0.00096959, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:36:28,385 - testrun_ae6f81ee - [INFO] - [E:180| 1200]: Train Loss:0.0009695, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:38:32,043 - testrun_ae6f81ee - [INFO] - [E:180| 1300]: Train Loss:0.0009697, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:40:16,903 - testrun_ae6f81ee - [INFO] - [E:180| 1400]: Train Loss:0.00097, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:41:43,534 - testrun_ae6f81ee - [INFO] - [E:180| 1500]: Train Loss:0.00096999, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:43:38,066 - testrun_ae6f81ee - [INFO] - [E:180| 1600]: Train Loss:0.00096974, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:44:58,907 - testrun_ae6f81ee - [INFO] - [Epoch:180]: Training Loss:0.0009698 + +2023-06-04 07:44:59,357 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 07:45:43,546 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 07:46:09,024 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 07:46:53,416 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 07:47:18,620 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.51425, Head : 0.30056, Avg : 0.40741 + +2023-06-04 07:47:18,666 - testrun_ae6f81ee - [INFO] - [Epoch 180]: Training Loss: 0.00096976, Valid MRR: 0.4246, + + + +2023-06-04 07:47:19,999 - testrun_ae6f81ee - [INFO] - [E:181| 0]: Train Loss:0.00095432, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:49:23,718 - testrun_ae6f81ee - [INFO] - [E:181| 100]: Train Loss:0.0009672, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:51:27,465 - testrun_ae6f81ee - [INFO] - [E:181| 200]: Train Loss:0.00096915, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:53:31,184 - testrun_ae6f81ee - [INFO] - [E:181| 300]: Train Loss:0.00096896, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:55:34,823 - testrun_ae6f81ee - [INFO] - [E:181| 400]: Train Loss:0.00096846, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:57:38,475 - testrun_ae6f81ee - [INFO] - [E:181| 500]: Train Loss:0.00096939, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 07:59:41,992 - testrun_ae6f81ee - [INFO] - [E:181| 600]: Train Loss:0.00096919, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:01:25,364 - testrun_ae6f81ee - [INFO] - [E:181| 700]: Train Loss:0.00096921, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:02:52,191 - testrun_ae6f81ee - [INFO] - [E:181| 800]: Train Loss:0.00096933, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:04:48,077 - testrun_ae6f81ee - [INFO] - [E:181| 900]: Train Loss:0.00096924, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:06:51,757 - testrun_ae6f81ee - [INFO] - [E:181| 1000]: Train Loss:0.00096904, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:08:55,498 - testrun_ae6f81ee - [INFO] - [E:181| 1100]: Train Loss:0.00096894, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:10:59,545 - testrun_ae6f81ee - [INFO] - [E:181| 1200]: Train Loss:0.0009691, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:13:03,690 - testrun_ae6f81ee - [INFO] - [E:181| 1300]: Train Loss:0.00096934, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:15:07,673 - testrun_ae6f81ee - [INFO] - [E:181| 1400]: Train Loss:0.00096916, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:17:11,467 - testrun_ae6f81ee - [INFO] - [E:181| 1500]: Train Loss:0.00096907, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:19:15,515 - testrun_ae6f81ee - [INFO] - [E:181| 1600]: Train Loss:0.00096902, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:20:36,565 - testrun_ae6f81ee - [INFO] - [Epoch:181]: Training Loss:0.0009691 + +2023-06-04 08:20:37,281 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 08:21:21,734 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 08:21:45,815 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 08:22:15,440 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 08:22:32,310 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.51, Head : 0.29407, Avg : 0.40203 + +2023-06-04 08:22:32,588 - testrun_ae6f81ee - [INFO] - [Epoch 181]: Training Loss: 0.00096912, Valid MRR: 0.4246, + + + +2023-06-04 08:22:33,636 - testrun_ae6f81ee - [INFO] - [E:182| 0]: Train Loss:0.00094609, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:23:59,154 - testrun_ae6f81ee - [INFO] - [E:182| 100]: Train Loss:0.0009692, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:25:54,465 - testrun_ae6f81ee - [INFO] - [E:182| 200]: Train Loss:0.00096863, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:27:58,331 - testrun_ae6f81ee - [INFO] - [E:182| 300]: Train Loss:0.00096966, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:30:02,303 - testrun_ae6f81ee - [INFO] - [E:182| 400]: Train Loss:0.00096887, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:32:06,305 - testrun_ae6f81ee - [INFO] - [E:182| 500]: Train Loss:0.00096844, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:34:10,303 - testrun_ae6f81ee - [INFO] - [E:182| 600]: Train Loss:0.00096868, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:36:14,180 - testrun_ae6f81ee - [INFO] - [E:182| 700]: Train Loss:0.00096831, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:38:18,120 - testrun_ae6f81ee - [INFO] - [E:182| 800]: Train Loss:0.00096894, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:40:21,896 - testrun_ae6f81ee - [INFO] - [E:182| 900]: Train Loss:0.00096963, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:42:25,449 - testrun_ae6f81ee - [INFO] - [E:182| 1000]: Train Loss:0.00096931, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:43:59,264 - testrun_ae6f81ee - [INFO] - [E:182| 1100]: Train Loss:0.00096931, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:45:25,023 - testrun_ae6f81ee - [INFO] - [E:182| 1200]: Train Loss:0.00096909, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:47:27,861 - testrun_ae6f81ee - [INFO] - [E:182| 1300]: Train Loss:0.000969, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:49:31,765 - testrun_ae6f81ee - [INFO] - [E:182| 1400]: Train Loss:0.00096905, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:51:35,751 - testrun_ae6f81ee - [INFO] - [E:182| 1500]: Train Loss:0.00096869, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:53:39,704 - testrun_ae6f81ee - [INFO] - [E:182| 1600]: Train Loss:0.00096873, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:55:00,828 - testrun_ae6f81ee - [INFO] - [Epoch:182]: Training Loss:0.0009684 + +2023-06-04 08:55:01,491 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 08:55:45,617 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 08:56:11,460 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 08:56:56,024 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 08:57:21,550 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.50999, Head : 0.27453, Avg : 0.39226 + +2023-06-04 08:57:21,842 - testrun_ae6f81ee - [INFO] - [Epoch 182]: Training Loss: 0.00096844, Valid MRR: 0.4246, + + + +2023-06-04 08:57:23,315 - testrun_ae6f81ee - [INFO] - [E:183| 0]: Train Loss:0.00094445, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 08:59:27,132 - testrun_ae6f81ee - [INFO] - [E:183| 100]: Train Loss:0.00097082, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:01:31,101 - testrun_ae6f81ee - [INFO] - [E:183| 200]: Train Loss:0.00096999, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:03:35,082 - testrun_ae6f81ee - [INFO] - [E:183| 300]: Train Loss:0.00096957, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:05:09,978 - testrun_ae6f81ee - [INFO] - [E:183| 400]: Train Loss:0.00096934, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:06:35,813 - testrun_ae6f81ee - [INFO] - [E:183| 500]: Train Loss:0.00096939, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:08:37,553 - testrun_ae6f81ee - [INFO] - [E:183| 600]: Train Loss:0.00096944, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:10:41,448 - testrun_ae6f81ee - [INFO] - [E:183| 700]: Train Loss:0.00096924, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:12:45,447 - testrun_ae6f81ee - [INFO] - [E:183| 800]: Train Loss:0.00096863, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:14:49,424 - testrun_ae6f81ee - [INFO] - [E:183| 900]: Train Loss:0.00096875, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:16:53,134 - testrun_ae6f81ee - [INFO] - [E:183| 1000]: Train Loss:0.00096868, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:18:57,075 - testrun_ae6f81ee - [INFO] - [E:183| 1100]: Train Loss:0.00096818, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:21:01,104 - testrun_ae6f81ee - [INFO] - [E:183| 1200]: Train Loss:0.00096839, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:28:40,456 - testrun_ae6f81ee - [INFO] - [Epoch:183]: Training Loss:0.0009682 + +2023-06-04 09:28:40,700 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 09:29:02,039 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 09:29:14,420 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 09:29:35,936 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 09:29:48,183 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.51037, Head : 0.30669, Avg : 0.40853 + +2023-06-04 09:29:48,212 - testrun_ae6f81ee - [INFO] - [Epoch 183]: Training Loss: 0.00096815, Valid MRR: 0.4246, + + + +2023-06-04 09:29:48,885 - testrun_ae6f81ee - [INFO] - [E:184| 0]: Train Loss:0.00095604, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:30:52,043 - testrun_ae6f81ee - [INFO] - [E:184| 100]: Train Loss:0.00096726, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:31:55,141 - testrun_ae6f81ee - [INFO] - [E:184| 200]: Train Loss:0.00096602, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:32:58,206 - testrun_ae6f81ee - [INFO] - [E:184| 300]: Train Loss:0.00096598, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:34:01,346 - testrun_ae6f81ee - [INFO] - [E:184| 400]: Train Loss:0.00096653, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:35:04,444 - testrun_ae6f81ee - [INFO] - [E:184| 500]: Train Loss:0.00096614, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:36:07,530 - testrun_ae6f81ee - [INFO] - [E:184| 600]: Train Loss:0.0009665, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:37:10,709 - testrun_ae6f81ee - [INFO] - [E:184| 700]: Train Loss:0.00096679, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:38:13,934 - testrun_ae6f81ee - [INFO] - [E:184| 800]: Train Loss:0.00096674, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:39:17,239 - testrun_ae6f81ee - [INFO] - [E:184| 900]: Train Loss:0.00096697, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:40:20,737 - testrun_ae6f81ee - [INFO] - [E:184| 1000]: Train Loss:0.00096702, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:41:24,171 - testrun_ae6f81ee - [INFO] - [E:184| 1100]: Train Loss:0.00096696, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:42:27,513 - testrun_ae6f81ee - [INFO] - [E:184| 1200]: Train Loss:0.00096693, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:43:30,936 - testrun_ae6f81ee - [INFO] - [E:184| 1300]: Train Loss:0.0009672, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:45:21,989 - testrun_ae6f81ee - [INFO] - [E:184| 1400]: Train Loss:0.00096741, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:47:24,486 - testrun_ae6f81ee - [INFO] - [E:184| 1500]: Train Loss:0.00096764, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:49:27,044 - testrun_ae6f81ee - [INFO] - [E:184| 1600]: Train Loss:0.00096779, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:50:46,977 - testrun_ae6f81ee - [INFO] - [Epoch:184]: Training Loss:0.0009678 + +2023-06-04 09:50:47,536 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 09:51:31,432 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 09:51:56,875 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 09:52:41,184 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 09:53:06,490 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.51228, Head : 0.28768, Avg : 0.39998 + +2023-06-04 09:53:06,521 - testrun_ae6f81ee - [INFO] - [Epoch 184]: Training Loss: 0.00096783, Valid MRR: 0.4246, + + + +2023-06-04 09:53:07,811 - testrun_ae6f81ee - [INFO] - [E:185| 0]: Train Loss:0.00095584, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:55:11,481 - testrun_ae6f81ee - [INFO] - [E:185| 100]: Train Loss:0.00096788, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:57:14,994 - testrun_ae6f81ee - [INFO] - [E:185| 200]: Train Loss:0.00096767, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 09:59:18,771 - testrun_ae6f81ee - [INFO] - [E:185| 300]: Train Loss:0.00096704, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:01:22,422 - testrun_ae6f81ee - [INFO] - [E:185| 400]: Train Loss:0.00096664, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:03:04,712 - testrun_ae6f81ee - [INFO] - [E:185| 500]: Train Loss:0.00096652, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:04:32,287 - testrun_ae6f81ee - [INFO] - [E:185| 600]: Train Loss:0.00096607, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:06:18,086 - testrun_ae6f81ee - [INFO] - [E:185| 700]: Train Loss:0.0009663, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:08:20,642 - testrun_ae6f81ee - [INFO] - [E:185| 800]: Train Loss:0.00096669, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:10:22,664 - testrun_ae6f81ee - [INFO] - [E:185| 900]: Train Loss:0.00096692, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:12:25,154 - testrun_ae6f81ee - [INFO] - [E:185| 1000]: Train Loss:0.00096707, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:14:27,252 - testrun_ae6f81ee - [INFO] - [E:185| 1100]: Train Loss:0.00096712, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:16:29,442 - testrun_ae6f81ee - [INFO] - [E:185| 1200]: Train Loss:0.00096713, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:18:31,898 - testrun_ae6f81ee - [INFO] - [E:185| 1300]: Train Loss:0.00096715, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:20:34,140 - testrun_ae6f81ee - [INFO] - [E:185| 1400]: Train Loss:0.00096717, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:22:36,391 - testrun_ae6f81ee - [INFO] - [E:185| 1500]: Train Loss:0.00096729, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:24:31,482 - testrun_ae6f81ee - [INFO] - [E:185| 1600]: Train Loss:0.00096717, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:25:35,297 - testrun_ae6f81ee - [INFO] - [Epoch:185]: Training Loss:0.0009673 + +2023-06-04 10:25:35,713 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 10:26:09,105 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 10:26:34,295 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 10:27:18,038 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 10:27:42,865 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.51385, Head : 0.26703, Avg : 0.39044 + +2023-06-04 10:27:42,893 - testrun_ae6f81ee - [INFO] - [Epoch 185]: Training Loss: 0.00096732, Valid MRR: 0.4246, + + + +2023-06-04 10:27:44,126 - testrun_ae6f81ee - [INFO] - [E:186| 0]: Train Loss:0.00094777, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:29:46,634 - testrun_ae6f81ee - [INFO] - [E:186| 100]: Train Loss:0.0009671, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:31:49,002 - testrun_ae6f81ee - [INFO] - [E:186| 200]: Train Loss:0.00096763, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:33:51,339 - testrun_ae6f81ee - [INFO] - [E:186| 300]: Train Loss:0.00096704, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:35:53,286 - testrun_ae6f81ee - [INFO] - [E:186| 400]: Train Loss:0.00096724, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:37:55,613 - testrun_ae6f81ee - [INFO] - [E:186| 500]: Train Loss:0.00096688, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:39:57,928 - testrun_ae6f81ee - [INFO] - [E:186| 600]: Train Loss:0.00096712, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:41:59,873 - testrun_ae6f81ee - [INFO] - [E:186| 700]: Train Loss:0.00096753, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:44:02,398 - testrun_ae6f81ee - [INFO] - [E:186| 800]: Train Loss:0.00096767, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:45:51,117 - testrun_ae6f81ee - [INFO] - [E:186| 900]: Train Loss:0.00096701, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:47:35,004 - testrun_ae6f81ee - [INFO] - [E:186| 1000]: Train Loss:0.00096685, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:49:37,363 - testrun_ae6f81ee - [INFO] - [E:186| 1100]: Train Loss:0.0009671, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:51:39,781 - testrun_ae6f81ee - [INFO] - [E:186| 1200]: Train Loss:0.00096695, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:53:41,777 - testrun_ae6f81ee - [INFO] - [E:186| 1300]: Train Loss:0.0009667, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:55:44,256 - testrun_ae6f81ee - [INFO] - [E:186| 1400]: Train Loss:0.00096689, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:57:46,494 - testrun_ae6f81ee - [INFO] - [E:186| 1500]: Train Loss:0.00096695, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 10:59:48,723 - testrun_ae6f81ee - [INFO] - [E:186| 1600]: Train Loss:0.000967, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:01:08,551 - testrun_ae6f81ee - [INFO] - [Epoch:186]: Training Loss:0.0009668 + +2023-06-04 11:01:09,001 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 11:01:52,500 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 11:02:17,568 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 11:03:01,286 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 11:03:26,225 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.5091, Head : 0.28211, Avg : 0.39561 + +2023-06-04 11:03:26,253 - testrun_ae6f81ee - [INFO] - [Epoch 186]: Training Loss: 0.00096678, Valid MRR: 0.4246, + + + +2023-06-04 11:03:27,478 - testrun_ae6f81ee - [INFO] - [E:187| 0]: Train Loss:0.00095306, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:05:29,994 - testrun_ae6f81ee - [INFO] - [E:187| 100]: Train Loss:0.00096575, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:07:11,850 - testrun_ae6f81ee - [INFO] - [E:187| 200]: Train Loss:0.00096473, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:09:02,907 - testrun_ae6f81ee - [INFO] - [E:187| 300]: Train Loss:0.00096628, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:11:05,356 - testrun_ae6f81ee - [INFO] - [E:187| 400]: Train Loss:0.00096627, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:13:07,744 - testrun_ae6f81ee - [INFO] - [E:187| 500]: Train Loss:0.00096564, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:15:09,718 - testrun_ae6f81ee - [INFO] - [E:187| 600]: Train Loss:0.0009666, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:17:11,677 - testrun_ae6f81ee - [INFO] - [E:187| 700]: Train Loss:0.00096634, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:19:14,086 - testrun_ae6f81ee - [INFO] - [E:187| 800]: Train Loss:0.00096594, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:21:16,244 - testrun_ae6f81ee - [INFO] - [E:187| 900]: Train Loss:0.00096639, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:23:18,780 - testrun_ae6f81ee - [INFO] - [E:187| 1000]: Train Loss:0.00096646, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:25:21,058 - testrun_ae6f81ee - [INFO] - [E:187| 1100]: Train Loss:0.00096651, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:27:14,916 - testrun_ae6f81ee - [INFO] - [E:187| 1200]: Train Loss:0.00096633, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:28:50,992 - testrun_ae6f81ee - [INFO] - [E:187| 1300]: Train Loss:0.00096641, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:30:53,414 - testrun_ae6f81ee - [INFO] - [E:187| 1400]: Train Loss:0.00096663, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:32:55,521 - testrun_ae6f81ee - [INFO] - [E:187| 1500]: Train Loss:0.00096658, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:34:57,800 - testrun_ae6f81ee - [INFO] - [E:187| 1600]: Train Loss:0.00096653, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:36:17,922 - testrun_ae6f81ee - [INFO] - [Epoch:187]: Training Loss:0.0009666 + +2023-06-04 11:36:18,348 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 11:37:01,741 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 11:37:27,018 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 11:38:10,671 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 11:38:35,672 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.50678, Head : 0.29688, Avg : 0.40183 + +2023-06-04 11:38:35,701 - testrun_ae6f81ee - [INFO] - [Epoch 187]: Training Loss: 0.00096662, Valid MRR: 0.4246, + + + +2023-06-04 11:38:36,942 - testrun_ae6f81ee - [INFO] - [E:188| 0]: Train Loss:0.0010104, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:40:39,334 - testrun_ae6f81ee - [INFO] - [E:188| 100]: Train Loss:0.00096598, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:42:41,631 - testrun_ae6f81ee - [INFO] - [E:188| 200]: Train Loss:0.00096536, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:44:43,868 - testrun_ae6f81ee - [INFO] - [E:188| 300]: Train Loss:0.00096468, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:46:46,369 - testrun_ae6f81ee - [INFO] - [E:188| 400]: Train Loss:0.00096377, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:48:34,493 - testrun_ae6f81ee - [INFO] - [E:188| 500]: Train Loss:0.00096494, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:50:17,679 - testrun_ae6f81ee - [INFO] - [E:188| 600]: Train Loss:0.00096502, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:52:20,239 - testrun_ae6f81ee - [INFO] - [E:188| 700]: Train Loss:0.00096503, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:54:22,775 - testrun_ae6f81ee - [INFO] - [E:188| 800]: Train Loss:0.00096559, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:56:25,029 - testrun_ae6f81ee - [INFO] - [E:188| 900]: Train Loss:0.00096574, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 11:58:27,376 - testrun_ae6f81ee - [INFO] - [E:188| 1000]: Train Loss:0.00096572, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:00:29,652 - testrun_ae6f81ee - [INFO] - [E:188| 1100]: Train Loss:0.00096596, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:02:31,816 - testrun_ae6f81ee - [INFO] - [E:188| 1200]: Train Loss:0.0009658, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:04:34,162 - testrun_ae6f81ee - [INFO] - [E:188| 1300]: Train Loss:0.00096626, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:06:36,562 - testrun_ae6f81ee - [INFO] - [E:188| 1400]: Train Loss:0.00096593, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:08:38,963 - testrun_ae6f81ee - [INFO] - [E:188| 1500]: Train Loss:0.00096607, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:10:15,340 - testrun_ae6f81ee - [INFO] - [E:188| 1600]: Train Loss:0.00096617, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:11:27,195 - testrun_ae6f81ee - [INFO] - [Epoch:188]: Training Loss:0.0009663 + +2023-06-04 12:11:27,589 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 12:12:11,135 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 12:12:36,254 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 12:13:19,874 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 12:13:44,856 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.50303, Head : 0.30532, Avg : 0.40417 + +2023-06-04 12:13:44,884 - testrun_ae6f81ee - [INFO] - [Epoch 188]: Training Loss: 0.00096633, Valid MRR: 0.4246, + + + +2023-06-04 12:13:46,130 - testrun_ae6f81ee - [INFO] - [E:189| 0]: Train Loss:0.00097121, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:15:48,746 - testrun_ae6f81ee - [INFO] - [E:189| 100]: Train Loss:0.00096583, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:17:51,160 - testrun_ae6f81ee - [INFO] - [E:189| 200]: Train Loss:0.00096612, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:19:53,567 - testrun_ae6f81ee - [INFO] - [E:189| 300]: Train Loss:0.00096538, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:21:56,037 - testrun_ae6f81ee - [INFO] - [E:189| 400]: Train Loss:0.00096573, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:23:58,383 - testrun_ae6f81ee - [INFO] - [E:189| 500]: Train Loss:0.00096492, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:26:00,666 - testrun_ae6f81ee - [INFO] - [E:189| 600]: Train Loss:0.00096481, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:28:03,052 - testrun_ae6f81ee - [INFO] - [E:189| 700]: Train Loss:0.00096518, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:29:58,562 - testrun_ae6f81ee - [INFO] - [E:189| 800]: Train Loss:0.00096498, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:31:34,797 - testrun_ae6f81ee - [INFO] - [E:189| 900]: Train Loss:0.00096543, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:33:36,169 - testrun_ae6f81ee - [INFO] - [E:189| 1000]: Train Loss:0.00096508, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:35:38,360 - testrun_ae6f81ee - [INFO] - [E:189| 1100]: Train Loss:0.00096512, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:37:40,613 - testrun_ae6f81ee - [INFO] - [E:189| 1200]: Train Loss:0.00096499, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:39:42,990 - testrun_ae6f81ee - [INFO] - [E:189| 1300]: Train Loss:0.00096533, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:41:45,543 - testrun_ae6f81ee - [INFO] - [E:189| 1400]: Train Loss:0.0009654, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:43:48,114 - testrun_ae6f81ee - [INFO] - [E:189| 1500]: Train Loss:0.00096539, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:45:50,540 - testrun_ae6f81ee - [INFO] - [E:189| 1600]: Train Loss:0.00096545, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:47:10,588 - testrun_ae6f81ee - [INFO] - [Epoch:189]: Training Loss:0.0009656 + +2023-06-04 12:47:10,983 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 12:47:54,315 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 12:48:19,477 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 12:49:03,274 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 12:49:28,270 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.50313, Head : 0.29315, Avg : 0.39814 + MR: Tail : 644.68, Head : 636.05, Avg : 640.36 + Hit-1: Tail : 0.40825, Head : 0.18735, Avg : 0.2978 + Hit-3: Tail : 0.55102, Head : 0.3273, Avg : 0.43916 + Hit-10: Tail : 0.68582, Head : 0.51163, Avg : 0.59872 +2023-06-04 12:49:28,306 - testrun_ae6f81ee - [INFO] - [Epoch 189]: Training Loss: 0.00096559, Valid MRR: 0.4246, + + + +2023-06-04 12:49:29,622 - testrun_ae6f81ee - [INFO] - [E:190| 0]: Train Loss:0.00097313, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:51:18,522 - testrun_ae6f81ee - [INFO] - [E:190| 100]: Train Loss:0.0009642, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:52:59,686 - testrun_ae6f81ee - [INFO] - [E:190| 200]: Train Loss:0.00096358, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:55:02,037 - testrun_ae6f81ee - [INFO] - [E:190| 300]: Train Loss:0.00096413, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:57:04,248 - testrun_ae6f81ee - [INFO] - [E:190| 400]: Train Loss:0.00096382, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 12:59:06,755 - testrun_ae6f81ee - [INFO] - [E:190| 500]: Train Loss:0.00096494, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:01:09,277 - testrun_ae6f81ee - [INFO] - [E:190| 600]: Train Loss:0.00096596, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:03:11,725 - testrun_ae6f81ee - [INFO] - [E:190| 700]: Train Loss:0.00096595, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:05:14,176 - testrun_ae6f81ee - [INFO] - [E:190| 800]: Train Loss:0.00096586, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:07:16,668 - testrun_ae6f81ee - [INFO] - [E:190| 900]: Train Loss:0.00096566, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:09:19,088 - testrun_ae6f81ee - [INFO] - [E:190| 1000]: Train Loss:0.00096586, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:11:21,528 - testrun_ae6f81ee - [INFO] - [E:190| 1100]: Train Loss:0.00096599, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:12:59,127 - testrun_ae6f81ee - [INFO] - [E:190| 1200]: Train Loss:0.00096573, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:14:53,114 - testrun_ae6f81ee - [INFO] - [E:190| 1300]: Train Loss:0.00096564, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:16:55,641 - testrun_ae6f81ee - [INFO] - [E:190| 1400]: Train Loss:0.00096545, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:18:57,789 - testrun_ae6f81ee - [INFO] - [E:190| 1500]: Train Loss:0.00096539, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:21:00,463 - testrun_ae6f81ee - [INFO] - [E:190| 1600]: Train Loss:0.00096533, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:22:20,494 - testrun_ae6f81ee - [INFO] - [Epoch:190]: Training Loss:0.000965 + +2023-06-04 13:22:21,054 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 13:23:04,452 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 13:23:29,575 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 13:24:13,383 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 13:24:38,145 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.51373, Head : 0.2998, Avg : 0.40676 + +2023-06-04 13:24:38,186 - testrun_ae6f81ee - [INFO] - [Epoch 190]: Training Loss: 0.000965, Valid MRR: 0.4246, + + + +2023-06-04 13:24:39,538 - testrun_ae6f81ee - [INFO] - [E:191| 0]: Train Loss:0.00098201, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:26:41,793 - testrun_ae6f81ee - [INFO] - [E:191| 100]: Train Loss:0.00096436, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:28:44,868 - testrun_ae6f81ee - [INFO] - [E:191| 200]: Train Loss:0.00096273, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:30:48,340 - testrun_ae6f81ee - [INFO] - [E:191| 300]: Train Loss:0.00096217, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:32:42,552 - testrun_ae6f81ee - [INFO] - [E:191| 400]: Train Loss:0.00096243, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:34:18,602 - testrun_ae6f81ee - [INFO] - [E:191| 500]: Train Loss:0.00096348, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:36:18,317 - testrun_ae6f81ee - [INFO] - [E:191| 600]: Train Loss:0.00096448, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:38:20,602 - testrun_ae6f81ee - [INFO] - [E:191| 700]: Train Loss:0.00096509, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:40:23,025 - testrun_ae6f81ee - [INFO] - [E:191| 800]: Train Loss:0.00096554, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:42:25,352 - testrun_ae6f81ee - [INFO] - [E:191| 900]: Train Loss:0.00096524, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:44:27,868 - testrun_ae6f81ee - [INFO] - [E:191| 1000]: Train Loss:0.00096506, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:46:30,252 - testrun_ae6f81ee - [INFO] - [E:191| 1100]: Train Loss:0.00096474, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:48:32,586 - testrun_ae6f81ee - [INFO] - [E:191| 1200]: Train Loss:0.00096441, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:50:35,141 - testrun_ae6f81ee - [INFO] - [E:191| 1300]: Train Loss:0.00096454, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:52:37,464 - testrun_ae6f81ee - [INFO] - [E:191| 1400]: Train Loss:0.00096485, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:54:17,204 - testrun_ae6f81ee - [INFO] - [E:191| 1500]: Train Loss:0.0009647, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:55:45,219 - testrun_ae6f81ee - [INFO] - [E:191| 1600]: Train Loss:0.00096449, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 13:57:03,429 - testrun_ae6f81ee - [INFO] - [Epoch:191]: Training Loss:0.0009646 + +2023-06-04 13:57:03,977 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 13:57:47,341 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 13:58:12,381 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 13:58:56,045 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 13:59:20,852 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.50768, Head : 0.29863, Avg : 0.40315 + +2023-06-04 13:59:20,889 - testrun_ae6f81ee - [INFO] - [Epoch 191]: Training Loss: 0.00096461, Valid MRR: 0.4246, + + + +2023-06-04 13:59:22,218 - testrun_ae6f81ee - [INFO] - [E:192| 0]: Train Loss:0.00097939, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:01:24,599 - testrun_ae6f81ee - [INFO] - [E:192| 100]: Train Loss:0.00096241, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:03:26,756 - testrun_ae6f81ee - [INFO] - [E:192| 200]: Train Loss:0.00096169, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:05:29,054 - testrun_ae6f81ee - [INFO] - [E:192| 300]: Train Loss:0.00096117, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:07:31,240 - testrun_ae6f81ee - [INFO] - [E:192| 400]: Train Loss:0.00096178, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:09:33,393 - testrun_ae6f81ee - [INFO] - [E:192| 500]: Train Loss:0.00096228, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:11:35,860 - testrun_ae6f81ee - [INFO] - [E:192| 600]: Train Loss:0.00096282, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:13:38,109 - testrun_ae6f81ee - [INFO] - [E:192| 700]: Train Loss:0.00096312, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:15:28,280 - testrun_ae6f81ee - [INFO] - [E:192| 800]: Train Loss:0.00096347, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:17:09,443 - testrun_ae6f81ee - [INFO] - [E:192| 900]: Train Loss:0.00096363, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:19:11,914 - testrun_ae6f81ee - [INFO] - [E:192| 1000]: Train Loss:0.00096369, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:21:15,327 - testrun_ae6f81ee - [INFO] - [E:192| 1100]: Train Loss:0.00096387, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:23:18,568 - testrun_ae6f81ee - [INFO] - [E:192| 1200]: Train Loss:0.00096418, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:25:21,764 - testrun_ae6f81ee - [INFO] - [E:192| 1300]: Train Loss:0.00096416, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:27:24,958 - testrun_ae6f81ee - [INFO] - [E:192| 1400]: Train Loss:0.0009642, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:29:28,270 - testrun_ae6f81ee - [INFO] - [E:192| 1500]: Train Loss:0.00096419, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:31:31,679 - testrun_ae6f81ee - [INFO] - [E:192| 1600]: Train Loss:0.00096437, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:32:52,077 - testrun_ae6f81ee - [INFO] - [Epoch:192]: Training Loss:0.0009644 + +2023-06-04 14:32:52,520 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 14:33:36,274 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 14:34:01,325 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 14:34:44,653 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 14:35:09,510 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.50915, Head : 0.32892, Avg : 0.41904 + +2023-06-04 14:35:09,553 - testrun_ae6f81ee - [INFO] - [Epoch 192]: Training Loss: 0.00096442, Valid MRR: 0.4246, + + + +2023-06-04 14:35:10,824 - testrun_ae6f81ee - [INFO] - [E:193| 0]: Train Loss:0.00096734, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:36:48,585 - testrun_ae6f81ee - [INFO] - [E:193| 100]: Train Loss:0.00095959, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:38:36,630 - testrun_ae6f81ee - [INFO] - [E:193| 200]: Train Loss:0.00096244, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:40:38,831 - testrun_ae6f81ee - [INFO] - [E:193| 300]: Train Loss:0.00096207, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:42:40,950 - testrun_ae6f81ee - [INFO] - [E:193| 400]: Train Loss:0.00096223, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:44:43,052 - testrun_ae6f81ee - [INFO] - [E:193| 500]: Train Loss:0.000962, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:46:44,876 - testrun_ae6f81ee - [INFO] - [E:193| 600]: Train Loss:0.00096229, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:48:46,990 - testrun_ae6f81ee - [INFO] - [E:193| 700]: Train Loss:0.00096272, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:50:48,574 - testrun_ae6f81ee - [INFO] - [E:193| 800]: Train Loss:0.00096312, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:52:50,606 - testrun_ae6f81ee - [INFO] - [E:193| 900]: Train Loss:0.00096341, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:54:52,461 - testrun_ae6f81ee - [INFO] - [E:193| 1000]: Train Loss:0.00096389, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:56:50,316 - testrun_ae6f81ee - [INFO] - [E:193| 1100]: Train Loss:0.00096395, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 14:58:23,409 - testrun_ae6f81ee - [INFO] - [E:193| 1200]: Train Loss:0.00096388, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:00:17,586 - testrun_ae6f81ee - [INFO] - [E:193| 1300]: Train Loss:0.00096394, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:02:20,596 - testrun_ae6f81ee - [INFO] - [E:193| 1400]: Train Loss:0.00096404, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:04:23,528 - testrun_ae6f81ee - [INFO] - [E:193| 1500]: Train Loss:0.00096365, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:06:26,582 - testrun_ae6f81ee - [INFO] - [E:193| 1600]: Train Loss:0.00096354, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:07:46,794 - testrun_ae6f81ee - [INFO] - [Epoch:193]: Training Loss:0.0009638 + +2023-06-04 15:07:47,245 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 15:08:31,018 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 15:08:56,450 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 15:09:40,466 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 15:10:05,445 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.50763, Head : 0.30384, Avg : 0.40573 + +2023-06-04 15:10:05,486 - testrun_ae6f81ee - [INFO] - [Epoch 193]: Training Loss: 0.00096379, Valid MRR: 0.4246, + + + +2023-06-04 15:10:06,803 - testrun_ae6f81ee - [INFO] - [E:194| 0]: Train Loss:0.00093954, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:12:09,539 - testrun_ae6f81ee - [INFO] - [E:194| 100]: Train Loss:0.00096313, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:14:12,604 - testrun_ae6f81ee - [INFO] - [E:194| 200]: Train Loss:0.00096205, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:16:15,462 - testrun_ae6f81ee - [INFO] - [E:194| 300]: Train Loss:0.00096258, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:18:06,671 - testrun_ae6f81ee - [INFO] - [E:194| 400]: Train Loss:0.00096237, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:19:33,154 - testrun_ae6f81ee - [INFO] - [E:194| 500]: Train Loss:0.00096243, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:21:18,595 - testrun_ae6f81ee - [INFO] - [E:194| 600]: Train Loss:0.00096269, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:23:20,711 - testrun_ae6f81ee - [INFO] - [E:194| 700]: Train Loss:0.00096363, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:25:22,763 - testrun_ae6f81ee - [INFO] - [E:194| 800]: Train Loss:0.00096322, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:27:24,862 - testrun_ae6f81ee - [INFO] - [E:194| 900]: Train Loss:0.00096338, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:29:26,828 - testrun_ae6f81ee - [INFO] - [E:194| 1000]: Train Loss:0.00096295, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:31:29,114 - testrun_ae6f81ee - [INFO] - [E:194| 1100]: Train Loss:0.0009628, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:33:31,327 - testrun_ae6f81ee - [INFO] - [E:194| 1200]: Train Loss:0.00096281, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:35:33,638 - testrun_ae6f81ee - [INFO] - [E:194| 1300]: Train Loss:0.00096312, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:37:36,377 - testrun_ae6f81ee - [INFO] - [E:194| 1400]: Train Loss:0.00096296, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:39:30,773 - testrun_ae6f81ee - [INFO] - [E:194| 1500]: Train Loss:0.00096307, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:40:58,333 - testrun_ae6f81ee - [INFO] - [E:194| 1600]: Train Loss:0.00096309, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:42:01,898 - testrun_ae6f81ee - [INFO] - [Epoch:194]: Training Loss:0.0009633 + +2023-06-04 15:42:02,460 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 15:42:46,009 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 15:43:11,240 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 15:43:55,174 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 15:44:20,060 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.50222, Head : 0.30685, Avg : 0.40453 + +2023-06-04 15:44:20,098 - testrun_ae6f81ee - [INFO] - [Epoch 194]: Training Loss: 0.00096328, Valid MRR: 0.4246, + + + +2023-06-04 15:44:21,427 - testrun_ae6f81ee - [INFO] - [E:195| 0]: Train Loss:0.00095508, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:46:24,299 - testrun_ae6f81ee - [INFO] - [E:195| 100]: Train Loss:0.00096399, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:48:26,907 - testrun_ae6f81ee - [INFO] - [E:195| 200]: Train Loss:0.00096439, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:50:29,570 - testrun_ae6f81ee - [INFO] - [E:195| 300]: Train Loss:0.00096463, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:52:32,471 - testrun_ae6f81ee - [INFO] - [E:195| 400]: Train Loss:0.000963, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:54:35,108 - testrun_ae6f81ee - [INFO] - [E:195| 500]: Train Loss:0.00096314, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:56:37,734 - testrun_ae6f81ee - [INFO] - [E:195| 600]: Train Loss:0.00096267, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 15:58:40,656 - testrun_ae6f81ee - [INFO] - [E:195| 700]: Train Loss:0.00096242, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:00:39,730 - testrun_ae6f81ee - [INFO] - [E:195| 800]: Train Loss:0.000963, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:02:07,395 - testrun_ae6f81ee - [INFO] - [E:195| 900]: Train Loss:0.0009627, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:03:48,114 - testrun_ae6f81ee - [INFO] - [E:195| 1000]: Train Loss:0.00096295, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:05:51,062 - testrun_ae6f81ee - [INFO] - [E:195| 1100]: Train Loss:0.00096251, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:07:54,003 - testrun_ae6f81ee - [INFO] - [E:195| 1200]: Train Loss:0.00096245, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:09:56,581 - testrun_ae6f81ee - [INFO] - [E:195| 1300]: Train Loss:0.00096247, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:11:59,293 - testrun_ae6f81ee - [INFO] - [E:195| 1400]: Train Loss:0.00096269, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:14:02,189 - testrun_ae6f81ee - [INFO] - [E:195| 1500]: Train Loss:0.00096267, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:16:04,873 - testrun_ae6f81ee - [INFO] - [E:195| 1600]: Train Loss:0.00096281, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:17:24,883 - testrun_ae6f81ee - [INFO] - [Epoch:195]: Training Loss:0.000963 + +2023-06-04 16:17:25,285 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 16:18:08,904 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 16:18:33,969 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 16:19:17,614 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 16:19:42,428 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.50603, Head : 0.26868, Avg : 0.38736 + +2023-06-04 16:19:42,457 - testrun_ae6f81ee - [INFO] - [Epoch 195]: Training Loss: 0.00096296, Valid MRR: 0.4246, + + + +2023-06-04 16:19:43,706 - testrun_ae6f81ee - [INFO] - [E:196| 0]: Train Loss:0.00096586, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:21:46,000 - testrun_ae6f81ee - [INFO] - [E:196| 100]: Train Loss:0.00096121, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:23:15,547 - testrun_ae6f81ee - [INFO] - [E:196| 200]: Train Loss:0.00096136, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:24:48,870 - testrun_ae6f81ee - [INFO] - [E:196| 300]: Train Loss:0.00096023, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:26:50,803 - testrun_ae6f81ee - [INFO] - [E:196| 400]: Train Loss:0.00095982, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:28:52,574 - testrun_ae6f81ee - [INFO] - [E:196| 500]: Train Loss:0.0009608, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:30:54,616 - testrun_ae6f81ee - [INFO] - [E:196| 600]: Train Loss:0.00096115, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:32:56,855 - testrun_ae6f81ee - [INFO] - [E:196| 700]: Train Loss:0.00096186, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:34:58,724 - testrun_ae6f81ee - [INFO] - [E:196| 800]: Train Loss:0.00096193, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:37:00,614 - testrun_ae6f81ee - [INFO] - [E:196| 900]: Train Loss:0.00096175, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:39:02,988 - testrun_ae6f81ee - [INFO] - [E:196| 1000]: Train Loss:0.00096188, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:41:04,828 - testrun_ae6f81ee - [INFO] - [E:196| 1100]: Train Loss:0.0009622, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:43:06,936 - testrun_ae6f81ee - [INFO] - [E:196| 1200]: Train Loss:0.00096213, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:44:44,208 - testrun_ae6f81ee - [INFO] - [E:196| 1300]: Train Loss:0.00096206, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:46:31,001 - testrun_ae6f81ee - [INFO] - [E:196| 1400]: Train Loss:0.00096229, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:48:33,207 - testrun_ae6f81ee - [INFO] - [E:196| 1500]: Train Loss:0.00096228, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:50:35,340 - testrun_ae6f81ee - [INFO] - [E:196| 1600]: Train Loss:0.00096227, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:51:55,117 - testrun_ae6f81ee - [INFO] - [Epoch:196]: Training Loss:0.0009623 + +2023-06-04 16:51:55,561 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 16:52:38,665 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 16:53:03,714 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 16:53:47,308 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 16:54:12,109 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.51095, Head : 0.29608, Avg : 0.40352 + +2023-06-04 16:54:12,150 - testrun_ae6f81ee - [INFO] - [Epoch 196]: Training Loss: 0.00096232, Valid MRR: 0.4246, + + + +2023-06-04 16:54:13,491 - testrun_ae6f81ee - [INFO] - [E:197| 0]: Train Loss:0.00094657, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:56:15,509 - testrun_ae6f81ee - [INFO] - [E:197| 100]: Train Loss:0.00096226, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 16:58:17,664 - testrun_ae6f81ee - [INFO] - [E:197| 200]: Train Loss:0.00096221, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:00:19,583 - testrun_ae6f81ee - [INFO] - [E:197| 300]: Train Loss:0.00096196, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:02:21,569 - testrun_ae6f81ee - [INFO] - [E:197| 400]: Train Loss:0.00096263, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:04:23,125 - testrun_ae6f81ee - [INFO] - [E:197| 500]: Train Loss:0.00096211, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:05:58,136 - testrun_ae6f81ee - [INFO] - [E:197| 600]: Train Loss:0.00096172, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:07:48,047 - testrun_ae6f81ee - [INFO] - [E:197| 700]: Train Loss:0.00096178, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:09:50,698 - testrun_ae6f81ee - [INFO] - [E:197| 800]: Train Loss:0.00096216, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:11:53,301 - testrun_ae6f81ee - [INFO] - [E:197| 900]: Train Loss:0.00096238, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:13:56,127 - testrun_ae6f81ee - [INFO] - [E:197| 1000]: Train Loss:0.00096277, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:15:58,735 - testrun_ae6f81ee - [INFO] - [E:197| 1100]: Train Loss:0.00096269, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:18:01,565 - testrun_ae6f81ee - [INFO] - [E:197| 1200]: Train Loss:0.00096245, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:20:04,058 - testrun_ae6f81ee - [INFO] - [E:197| 1300]: Train Loss:0.00096241, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:22:06,390 - testrun_ae6f81ee - [INFO] - [E:197| 1400]: Train Loss:0.00096224, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:24:08,795 - testrun_ae6f81ee - [INFO] - [E:197| 1500]: Train Loss:0.00096224, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:25:59,323 - testrun_ae6f81ee - [INFO] - [E:197| 1600]: Train Loss:0.00096226, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:26:55,569 - testrun_ae6f81ee - [INFO] - [Epoch:197]: Training Loss:0.0009621 + +2023-06-04 17:26:55,831 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 17:27:24,990 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 17:27:41,829 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 17:28:12,243 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 17:28:36,938 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.50514, Head : 0.30062, Avg : 0.40288 + +2023-06-04 17:28:36,971 - testrun_ae6f81ee - [INFO] - [Epoch 197]: Training Loss: 0.0009621, Valid MRR: 0.4246, + + + +2023-06-04 17:28:38,250 - testrun_ae6f81ee - [INFO] - [E:198| 0]: Train Loss:0.00094899, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:30:40,204 - testrun_ae6f81ee - [INFO] - [E:198| 100]: Train Loss:0.00096074, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:32:42,288 - testrun_ae6f81ee - [INFO] - [E:198| 200]: Train Loss:0.00096066, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:34:44,216 - testrun_ae6f81ee - [INFO] - [E:198| 300]: Train Loss:0.00096105, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:36:46,078 - testrun_ae6f81ee - [INFO] - [E:198| 400]: Train Loss:0.00096107, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:38:48,038 - testrun_ae6f81ee - [INFO] - [E:198| 500]: Train Loss:0.00096077, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:40:49,868 - testrun_ae6f81ee - [INFO] - [E:198| 600]: Train Loss:0.00096078, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:42:52,033 - testrun_ae6f81ee - [INFO] - [E:198| 700]: Train Loss:0.00096048, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:44:54,194 - testrun_ae6f81ee - [INFO] - [E:198| 800]: Train Loss:0.00096092, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:46:56,155 - testrun_ae6f81ee - [INFO] - [E:198| 900]: Train Loss:0.00096117, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:48:31,773 - testrun_ae6f81ee - [INFO] - [E:198| 1000]: Train Loss:0.00096116, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:50:20,603 - testrun_ae6f81ee - [INFO] - [E:198| 1100]: Train Loss:0.00096127, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:52:22,491 - testrun_ae6f81ee - [INFO] - [E:198| 1200]: Train Loss:0.00096149, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:54:24,709 - testrun_ae6f81ee - [INFO] - [E:198| 1300]: Train Loss:0.00096146, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:56:26,709 - testrun_ae6f81ee - [INFO] - [E:198| 1400]: Train Loss:0.00096134, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 17:58:28,686 - testrun_ae6f81ee - [INFO] - [E:198| 1500]: Train Loss:0.00096135, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:00:30,835 - testrun_ae6f81ee - [INFO] - [E:198| 1600]: Train Loss:0.00096144, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:01:50,673 - testrun_ae6f81ee - [INFO] - [Epoch:198]: Training Loss:0.0009614 + +2023-06-04 18:01:51,144 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 18:02:34,399 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 18:02:59,399 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 18:03:42,934 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 18:04:07,623 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.50284, Head : 0.32349, Avg : 0.41316 + +2023-06-04 18:04:07,661 - testrun_ae6f81ee - [INFO] - [Epoch 198]: Training Loss: 0.00096142, Valid MRR: 0.4246, + + + +2023-06-04 18:04:08,973 - testrun_ae6f81ee - [INFO] - [E:199| 0]: Train Loss:0.00099474, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:06:11,179 - testrun_ae6f81ee - [INFO] - [E:199| 100]: Train Loss:0.00095872, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:08:13,331 - testrun_ae6f81ee - [INFO] - [E:199| 200]: Train Loss:0.00096151, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:09:46,845 - testrun_ae6f81ee - [INFO] - [E:199| 300]: Train Loss:0.0009624, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:11:39,238 - testrun_ae6f81ee - [INFO] - [E:199| 400]: Train Loss:0.00096199, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:13:42,145 - testrun_ae6f81ee - [INFO] - [E:199| 500]: Train Loss:0.00096112, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:15:45,337 - testrun_ae6f81ee - [INFO] - [E:199| 600]: Train Loss:0.00096106, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:17:48,119 - testrun_ae6f81ee - [INFO] - [E:199| 700]: Train Loss:0.00096179, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:19:51,158 - testrun_ae6f81ee - [INFO] - [E:199| 800]: Train Loss:0.00096185, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:21:54,376 - testrun_ae6f81ee - [INFO] - [E:199| 900]: Train Loss:0.00096184, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:23:57,329 - testrun_ae6f81ee - [INFO] - [E:199| 1000]: Train Loss:0.00096149, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:26:00,361 - testrun_ae6f81ee - [INFO] - [E:199| 1100]: Train Loss:0.00096129, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:28:03,143 - testrun_ae6f81ee - [INFO] - [E:199| 1200]: Train Loss:0.0009612, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:29:49,115 - testrun_ae6f81ee - [INFO] - [E:199| 1300]: Train Loss:0.00096104, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:31:15,460 - testrun_ae6f81ee - [INFO] - [E:199| 1400]: Train Loss:0.00096141, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:33:05,847 - testrun_ae6f81ee - [INFO] - [E:199| 1500]: Train Loss:0.00096135, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:35:08,649 - testrun_ae6f81ee - [INFO] - [E:199| 1600]: Train Loss:0.00096131, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:36:28,930 - testrun_ae6f81ee - [INFO] - [Epoch:199]: Training Loss:0.0009613 + +2023-06-04 18:36:29,371 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 18:37:12,964 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 18:37:38,290 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 18:38:22,254 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 18:38:47,322 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.50919, Head : 0.31089, Avg : 0.41004 + MR: Tail : 659.41, Head : 656.6, Avg : 658.01 + Hit-1: Tail : 0.41612, Head : 0.19601, Avg : 0.30607 + Hit-3: Tail : 0.56201, Head : 0.34615, Avg : 0.45408 + Hit-10: Tail : 0.68606, Head : 0.5623, Avg : 0.62418 +2023-06-04 18:38:47,352 - testrun_ae6f81ee - [INFO] - [Epoch 199]: Training Loss: 0.00096133, Valid MRR: 0.4246, + + + +2023-06-04 18:38:48,646 - testrun_ae6f81ee - [INFO] - [E:200| 0]: Train Loss:0.00094677, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:40:51,846 - testrun_ae6f81ee - [INFO] - [E:200| 100]: Train Loss:0.00096135, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:42:54,731 - testrun_ae6f81ee - [INFO] - [E:200| 200]: Train Loss:0.00095968, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:44:57,332 - testrun_ae6f81ee - [INFO] - [E:200| 300]: Train Loss:0.00096067, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:47:00,297 - testrun_ae6f81ee - [INFO] - [E:200| 400]: Train Loss:0.00095995, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:49:03,181 - testrun_ae6f81ee - [INFO] - [E:200| 500]: Train Loss:0.00096033, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:50:57,014 - testrun_ae6f81ee - [INFO] - [E:200| 600]: Train Loss:0.00096008, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:52:23,374 - testrun_ae6f81ee - [INFO] - [E:200| 700]: Train Loss:0.00095987, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:54:05,843 - testrun_ae6f81ee - [INFO] - [E:200| 800]: Train Loss:0.00095972, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:56:08,970 - testrun_ae6f81ee - [INFO] - [E:200| 900]: Train Loss:0.00095964, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 18:58:11,974 - testrun_ae6f81ee - [INFO] - [E:200| 1000]: Train Loss:0.00095957, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:00:15,196 - testrun_ae6f81ee - [INFO] - [E:200| 1100]: Train Loss:0.00096052, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:02:17,998 - testrun_ae6f81ee - [INFO] - [E:200| 1200]: Train Loss:0.00096036, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:04:20,834 - testrun_ae6f81ee - [INFO] - [E:200| 1300]: Train Loss:0.00096079, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:06:23,555 - testrun_ae6f81ee - [INFO] - [E:200| 1400]: Train Loss:0.00096091, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:08:26,390 - testrun_ae6f81ee - [INFO] - [E:200| 1500]: Train Loss:0.00096093, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:10:29,403 - testrun_ae6f81ee - [INFO] - [E:200| 1600]: Train Loss:0.00096083, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:11:49,895 - testrun_ae6f81ee - [INFO] - [Epoch:200]: Training Loss:0.0009612 + +2023-06-04 19:11:50,451 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 19:12:23,608 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 19:12:40,596 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 19:13:10,119 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 19:13:26,867 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.50739, Head : 0.31507, Avg : 0.41123 + +2023-06-04 19:13:26,907 - testrun_ae6f81ee - [INFO] - [Epoch 200]: Training Loss: 0.00096117, Valid MRR: 0.4246, + + + +2023-06-04 19:13:27,762 - testrun_ae6f81ee - [INFO] - [E:201| 0]: Train Loss:0.00096854, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:15:01,043 - testrun_ae6f81ee - [INFO] - [E:201| 100]: Train Loss:0.00096393, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:17:04,028 - testrun_ae6f81ee - [INFO] - [E:201| 200]: Train Loss:0.00096186, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:19:07,034 - testrun_ae6f81ee - [INFO] - [E:201| 300]: Train Loss:0.00096012, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:21:10,131 - testrun_ae6f81ee - [INFO] - [E:201| 400]: Train Loss:0.00096035, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:23:13,359 - testrun_ae6f81ee - [INFO] - [E:201| 500]: Train Loss:0.0009601, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:25:16,117 - testrun_ae6f81ee - [INFO] - [E:201| 600]: Train Loss:0.00096035, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:27:18,930 - testrun_ae6f81ee - [INFO] - [E:201| 700]: Train Loss:0.00096065, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:29:21,960 - testrun_ae6f81ee - [INFO] - [E:201| 800]: Train Loss:0.00096082, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:31:25,145 - testrun_ae6f81ee - [INFO] - [E:201| 900]: Train Loss:0.00096125, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:33:28,203 - testrun_ae6f81ee - [INFO] - [E:201| 1000]: Train Loss:0.00096085, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:34:54,602 - testrun_ae6f81ee - [INFO] - [E:201| 1100]: Train Loss:0.00096067, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:36:28,164 - testrun_ae6f81ee - [INFO] - [E:201| 1200]: Train Loss:0.00096078, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:38:30,836 - testrun_ae6f81ee - [INFO] - [E:201| 1300]: Train Loss:0.00096071, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:40:33,863 - testrun_ae6f81ee - [INFO] - [E:201| 1400]: Train Loss:0.00096056, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:42:36,686 - testrun_ae6f81ee - [INFO] - [E:201| 1500]: Train Loss:0.00096036, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:44:39,743 - testrun_ae6f81ee - [INFO] - [E:201| 1600]: Train Loss:0.00096044, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:46:00,065 - testrun_ae6f81ee - [INFO] - [Epoch:201]: Training Loss:0.0009605 + +2023-06-04 19:46:00,607 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 19:46:44,237 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 19:47:09,644 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 19:47:53,627 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 19:48:18,620 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.50588, Head : 0.29086, Avg : 0.39837 + +2023-06-04 19:48:18,660 - testrun_ae6f81ee - [INFO] - [Epoch 201]: Training Loss: 0.00096051, Valid MRR: 0.4246, + + + +2023-06-04 19:48:19,972 - testrun_ae6f81ee - [INFO] - [E:202| 0]: Train Loss:0.00093695, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:50:22,634 - testrun_ae6f81ee - [INFO] - [E:202| 100]: Train Loss:0.00095986, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:52:25,495 - testrun_ae6f81ee - [INFO] - [E:202| 200]: Train Loss:0.00095877, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:54:28,382 - testrun_ae6f81ee - [INFO] - [E:202| 300]: Train Loss:0.00095918, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:56:02,449 - testrun_ae6f81ee - [INFO] - [E:202| 400]: Train Loss:0.00095985, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:57:28,656 - testrun_ae6f81ee - [INFO] - [E:202| 500]: Train Loss:0.00096026, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 19:59:30,849 - testrun_ae6f81ee - [INFO] - [E:202| 600]: Train Loss:0.00095997, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:01:33,918 - testrun_ae6f81ee - [INFO] - [E:202| 700]: Train Loss:0.0009602, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:03:36,861 - testrun_ae6f81ee - [INFO] - [E:202| 800]: Train Loss:0.00096004, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:05:39,831 - testrun_ae6f81ee - [INFO] - [E:202| 900]: Train Loss:0.00095967, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:07:42,671 - testrun_ae6f81ee - [INFO] - [E:202| 1000]: Train Loss:0.00095956, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:09:45,645 - testrun_ae6f81ee - [INFO] - [E:202| 1100]: Train Loss:0.00095974, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:11:48,726 - testrun_ae6f81ee - [INFO] - [E:202| 1200]: Train Loss:0.00095999, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:13:51,384 - testrun_ae6f81ee - [INFO] - [E:202| 1300]: Train Loss:0.0009602, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:15:54,172 - testrun_ae6f81ee - [INFO] - [E:202| 1400]: Train Loss:0.00096014, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:17:28,726 - testrun_ae6f81ee - [INFO] - [E:202| 1500]: Train Loss:0.00095988, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:18:55,050 - testrun_ae6f81ee - [INFO] - [E:202| 1600]: Train Loss:0.00095993, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:20:14,961 - testrun_ae6f81ee - [INFO] - [Epoch:202]: Training Loss:0.0009599 + +2023-06-04 20:20:15,436 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 20:20:59,068 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 20:21:24,436 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 20:22:08,514 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 20:22:33,650 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.50165, Head : 0.30981, Avg : 0.40573 + +2023-06-04 20:22:33,686 - testrun_ae6f81ee - [INFO] - [Epoch 202]: Training Loss: 0.00095992, Valid MRR: 0.4246, + + + +2023-06-04 20:22:35,003 - testrun_ae6f81ee - [INFO] - [E:203| 0]: Train Loss:0.00097683, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:24:38,117 - testrun_ae6f81ee - [INFO] - [E:203| 100]: Train Loss:0.00095913, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:26:41,074 - testrun_ae6f81ee - [INFO] - [E:203| 200]: Train Loss:0.00095978, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:28:43,975 - testrun_ae6f81ee - [INFO] - [E:203| 300]: Train Loss:0.0009586, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:30:46,938 - testrun_ae6f81ee - [INFO] - [E:203| 400]: Train Loss:0.00095827, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:32:49,835 - testrun_ae6f81ee - [INFO] - [E:203| 500]: Train Loss:0.00095857, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:34:52,730 - testrun_ae6f81ee - [INFO] - [E:203| 600]: Train Loss:0.00095906, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:36:55,807 - testrun_ae6f81ee - [INFO] - [E:203| 700]: Train Loss:0.00095922, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:38:37,479 - testrun_ae6f81ee - [INFO] - [E:203| 800]: Train Loss:0.00095944, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:40:03,750 - testrun_ae6f81ee - [INFO] - [E:203| 900]: Train Loss:0.00095971, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:41:58,518 - testrun_ae6f81ee - [INFO] - [E:203| 1000]: Train Loss:0.00095991, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:44:01,468 - testrun_ae6f81ee - [INFO] - [E:203| 1100]: Train Loss:0.00095972, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:46:04,227 - testrun_ae6f81ee - [INFO] - [E:203| 1200]: Train Loss:0.0009598, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:48:06,885 - testrun_ae6f81ee - [INFO] - [E:203| 1300]: Train Loss:0.00095967, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:50:09,789 - testrun_ae6f81ee - [INFO] - [E:203| 1400]: Train Loss:0.00095981, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:52:12,400 - testrun_ae6f81ee - [INFO] - [E:203| 1500]: Train Loss:0.00095981, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:54:15,371 - testrun_ae6f81ee - [INFO] - [E:203| 1600]: Train Loss:0.00095967, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:55:35,653 - testrun_ae6f81ee - [INFO] - [Epoch:203]: Training Loss:0.0009598 + +2023-06-04 20:55:36,168 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 20:56:19,830 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 20:56:45,183 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 20:57:29,238 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 20:57:54,330 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.50609, Head : 0.28492, Avg : 0.39551 + +2023-06-04 20:57:54,358 - testrun_ae6f81ee - [INFO] - [Epoch 203]: Training Loss: 0.00095977, Valid MRR: 0.4246, + + + +2023-06-04 20:57:55,625 - testrun_ae6f81ee - [INFO] - [E:204| 0]: Train Loss:0.00099973, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 20:59:45,071 - testrun_ae6f81ee - [INFO] - [E:204| 100]: Train Loss:0.00095885, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:01:11,061 - testrun_ae6f81ee - [INFO] - [E:204| 200]: Train Loss:0.0009584, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:02:58,304 - testrun_ae6f81ee - [INFO] - [E:204| 300]: Train Loss:0.00095954, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:05:01,220 - testrun_ae6f81ee - [INFO] - [E:204| 400]: Train Loss:0.00095983, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:07:04,337 - testrun_ae6f81ee - [INFO] - [E:204| 500]: Train Loss:0.00095972, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:09:07,192 - testrun_ae6f81ee - [INFO] - [E:204| 600]: Train Loss:0.00095977, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:11:10,130 - testrun_ae6f81ee - [INFO] - [E:204| 700]: Train Loss:0.00095936, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:13:13,040 - testrun_ae6f81ee - [INFO] - [E:204| 800]: Train Loss:0.0009593, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:15:15,898 - testrun_ae6f81ee - [INFO] - [E:204| 900]: Train Loss:0.00095972, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:17:19,039 - testrun_ae6f81ee - [INFO] - [E:204| 1000]: Train Loss:0.00095968, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:19:22,056 - testrun_ae6f81ee - [INFO] - [E:204| 1100]: Train Loss:0.00095952, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:21:10,854 - testrun_ae6f81ee - [INFO] - [E:204| 1200]: Train Loss:0.0009596, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:22:37,115 - testrun_ae6f81ee - [INFO] - [E:204| 1300]: Train Loss:0.00095968, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:24:24,596 - testrun_ae6f81ee - [INFO] - [E:204| 1400]: Train Loss:0.00095976, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:26:27,429 - testrun_ae6f81ee - [INFO] - [E:204| 1500]: Train Loss:0.00095962, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:28:30,470 - testrun_ae6f81ee - [INFO] - [E:204| 1600]: Train Loss:0.0009595, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:29:50,742 - testrun_ae6f81ee - [INFO] - [Epoch:204]: Training Loss:0.0009596 + +2023-06-04 21:29:51,306 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 21:30:34,952 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 21:31:00,314 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 21:31:44,219 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 21:32:09,174 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.50887, Head : 0.31515, Avg : 0.41201 + +2023-06-04 21:32:09,223 - testrun_ae6f81ee - [INFO] - [Epoch 204]: Training Loss: 0.00095956, Valid MRR: 0.4246, + + + +2023-06-04 21:32:10,496 - testrun_ae6f81ee - [INFO] - [E:205| 0]: Train Loss:0.00099098, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:34:13,673 - testrun_ae6f81ee - [INFO] - [E:205| 100]: Train Loss:0.00095514, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:36:16,676 - testrun_ae6f81ee - [INFO] - [E:205| 200]: Train Loss:0.0009585, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:38:19,778 - testrun_ae6f81ee - [INFO] - [E:205| 300]: Train Loss:0.00095801, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:40:22,973 - testrun_ae6f81ee - [INFO] - [E:205| 400]: Train Loss:0.0009577, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:42:19,044 - testrun_ae6f81ee - [INFO] - [E:205| 500]: Train Loss:0.00095788, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:43:45,623 - testrun_ae6f81ee - [INFO] - [E:205| 600]: Train Loss:0.00095841, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:45:26,745 - testrun_ae6f81ee - [INFO] - [E:205| 700]: Train Loss:0.00095839, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:47:29,762 - testrun_ae6f81ee - [INFO] - [E:205| 800]: Train Loss:0.00095832, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:49:32,751 - testrun_ae6f81ee - [INFO] - [E:205| 900]: Train Loss:0.00095853, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:51:35,954 - testrun_ae6f81ee - [INFO] - [E:205| 1000]: Train Loss:0.00095873, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:53:38,930 - testrun_ae6f81ee - [INFO] - [E:205| 1100]: Train Loss:0.00095866, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:55:42,110 - testrun_ae6f81ee - [INFO] - [E:205| 1200]: Train Loss:0.00095865, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:57:45,098 - testrun_ae6f81ee - [INFO] - [E:205| 1300]: Train Loss:0.00095859, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 21:59:47,980 - testrun_ae6f81ee - [INFO] - [E:205| 1400]: Train Loss:0.00095877, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:01:51,176 - testrun_ae6f81ee - [INFO] - [E:205| 1500]: Train Loss:0.00095907, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:03:45,891 - testrun_ae6f81ee - [INFO] - [E:205| 1600]: Train Loss:0.00095911, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:04:42,428 - testrun_ae6f81ee - [INFO] - [Epoch:205]: Training Loss:0.000959 + +2023-06-04 22:04:42,834 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 22:05:12,085 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 22:05:28,915 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 22:05:58,325 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 22:06:21,898 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.50683, Head : 0.30399, Avg : 0.40541 + +2023-06-04 22:06:21,938 - testrun_ae6f81ee - [INFO] - [Epoch 205]: Training Loss: 0.00095903, Valid MRR: 0.4246, + + + +2023-06-04 22:06:23,278 - testrun_ae6f81ee - [INFO] - [E:206| 0]: Train Loss:0.00095768, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:08:26,330 - testrun_ae6f81ee - [INFO] - [E:206| 100]: Train Loss:0.0009594, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:10:29,135 - testrun_ae6f81ee - [INFO] - [E:206| 200]: Train Loss:0.00095929, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:12:32,063 - testrun_ae6f81ee - [INFO] - [E:206| 300]: Train Loss:0.00095948, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:14:35,148 - testrun_ae6f81ee - [INFO] - [E:206| 400]: Train Loss:0.00095944, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:16:38,185 - testrun_ae6f81ee - [INFO] - [E:206| 500]: Train Loss:0.00095909, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:18:41,094 - testrun_ae6f81ee - [INFO] - [E:206| 600]: Train Loss:0.00095942, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:20:44,218 - testrun_ae6f81ee - [INFO] - [E:206| 700]: Train Loss:0.00095905, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:22:47,533 - testrun_ae6f81ee - [INFO] - [E:206| 800]: Train Loss:0.00095878, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:24:50,892 - testrun_ae6f81ee - [INFO] - [E:206| 900]: Train Loss:0.00095856, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:26:17,417 - testrun_ae6f81ee - [INFO] - [E:206| 1000]: Train Loss:0.0009586, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:27:51,194 - testrun_ae6f81ee - [INFO] - [E:206| 1100]: Train Loss:0.00095874, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:29:54,354 - testrun_ae6f81ee - [INFO] - [E:206| 1200]: Train Loss:0.00095853, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:31:57,153 - testrun_ae6f81ee - [INFO] - [E:206| 1300]: Train Loss:0.00095837, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:34:00,422 - testrun_ae6f81ee - [INFO] - [E:206| 1400]: Train Loss:0.00095861, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:36:04,095 - testrun_ae6f81ee - [INFO] - [E:206| 1500]: Train Loss:0.00095857, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:38:07,707 - testrun_ae6f81ee - [INFO] - [E:206| 1600]: Train Loss:0.0009585, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:39:28,654 - testrun_ae6f81ee - [INFO] - [Epoch:206]: Training Loss:0.0009587 + +2023-06-04 22:39:29,116 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 22:40:13,027 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 22:40:38,479 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 22:41:22,752 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 22:41:47,990 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.50393, Head : 0.27763, Avg : 0.39078 + +2023-06-04 22:41:48,032 - testrun_ae6f81ee - [INFO] - [Epoch 206]: Training Loss: 0.0009587, Valid MRR: 0.4246, + + + +2023-06-04 22:41:49,334 - testrun_ae6f81ee - [INFO] - [E:207| 0]: Train Loss:0.00094223, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:43:53,034 - testrun_ae6f81ee - [INFO] - [E:207| 100]: Train Loss:0.00095765, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:45:56,575 - testrun_ae6f81ee - [INFO] - [E:207| 200]: Train Loss:0.00095936, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:47:27,182 - testrun_ae6f81ee - [INFO] - [E:207| 300]: Train Loss:0.00095876, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:48:55,780 - testrun_ae6f81ee - [INFO] - [E:207| 400]: Train Loss:0.000958, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:50:59,356 - testrun_ae6f81ee - [INFO] - [E:207| 500]: Train Loss:0.00095789, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:53:02,970 - testrun_ae6f81ee - [INFO] - [E:207| 600]: Train Loss:0.00095734, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:55:06,498 - testrun_ae6f81ee - [INFO] - [E:207| 700]: Train Loss:0.00095703, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:57:10,239 - testrun_ae6f81ee - [INFO] - [E:207| 800]: Train Loss:0.00095704, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 22:59:13,928 - testrun_ae6f81ee - [INFO] - [E:207| 900]: Train Loss:0.00095698, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:01:17,573 - testrun_ae6f81ee - [INFO] - [E:207| 1000]: Train Loss:0.00095698, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:03:21,418 - testrun_ae6f81ee - [INFO] - [E:207| 1100]: Train Loss:0.00095736, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:05:24,913 - testrun_ae6f81ee - [INFO] - [E:207| 1200]: Train Loss:0.00095729, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:07:28,469 - testrun_ae6f81ee - [INFO] - [E:207| 1300]: Train Loss:0.00095744, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:08:55,355 - testrun_ae6f81ee - [INFO] - [E:207| 1400]: Train Loss:0.00095763, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:10:28,761 - testrun_ae6f81ee - [INFO] - [E:207| 1500]: Train Loss:0.00095785, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:12:32,335 - testrun_ae6f81ee - [INFO] - [E:207| 1600]: Train Loss:0.00095813, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:13:53,147 - testrun_ae6f81ee - [INFO] - [Epoch:207]: Training Loss:0.0009581 + +2023-06-04 23:13:53,711 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 23:14:37,581 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 23:15:03,084 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 23:15:47,402 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 23:16:12,438 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.50794, Head : 0.29607, Avg : 0.402 + +2023-06-04 23:16:12,479 - testrun_ae6f81ee - [INFO] - [Epoch 207]: Training Loss: 0.0009581, Valid MRR: 0.4246, + + + +2023-06-04 23:16:13,802 - testrun_ae6f81ee - [INFO] - [E:208| 0]: Train Loss:0.00096884, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:18:17,409 - testrun_ae6f81ee - [INFO] - [E:208| 100]: Train Loss:0.00095691, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:20:21,029 - testrun_ae6f81ee - [INFO] - [E:208| 200]: Train Loss:0.00096043, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:22:24,607 - testrun_ae6f81ee - [INFO] - [E:208| 300]: Train Loss:0.0009583, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:24:28,002 - testrun_ae6f81ee - [INFO] - [E:208| 400]: Train Loss:0.00095737, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:26:31,600 - testrun_ae6f81ee - [INFO] - [E:208| 500]: Train Loss:0.0009572, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:28:35,046 - testrun_ae6f81ee - [INFO] - [E:208| 600]: Train Loss:0.00095732, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:30:05,478 - testrun_ae6f81ee - [INFO] - [E:208| 700]: Train Loss:0.00095746, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:31:35,197 - testrun_ae6f81ee - [INFO] - [E:208| 800]: Train Loss:0.00095683, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:33:38,844 - testrun_ae6f81ee - [INFO] - [E:208| 900]: Train Loss:0.00095712, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:35:42,494 - testrun_ae6f81ee - [INFO] - [E:208| 1000]: Train Loss:0.00095714, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:37:46,101 - testrun_ae6f81ee - [INFO] - [E:208| 1100]: Train Loss:0.00095751, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:39:49,531 - testrun_ae6f81ee - [INFO] - [E:208| 1200]: Train Loss:0.0009576, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:41:53,114 - testrun_ae6f81ee - [INFO] - [E:208| 1300]: Train Loss:0.00095803, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:43:56,805 - testrun_ae6f81ee - [INFO] - [E:208| 1400]: Train Loss:0.00095797, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:46:00,300 - testrun_ae6f81ee - [INFO] - [E:208| 1500]: Train Loss:0.00095788, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:48:03,918 - testrun_ae6f81ee - [INFO] - [E:208| 1600]: Train Loss:0.00095796, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:49:24,620 - testrun_ae6f81ee - [INFO] - [Epoch:208]: Training Loss:0.000958 + +2023-06-04 23:49:25,185 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-04 23:50:09,097 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-04 23:50:25,630 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-04 23:50:55,078 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-04 23:51:11,772 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.51011, Head : 0.2621, Avg : 0.38611 + +2023-06-04 23:51:11,809 - testrun_ae6f81ee - [INFO] - [Epoch 208]: Training Loss: 0.00095804, Valid MRR: 0.4246, + + + +2023-06-04 23:51:12,718 - testrun_ae6f81ee - [INFO] - [E:209| 0]: Train Loss:0.00094515, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:52:38,804 - testrun_ae6f81ee - [INFO] - [E:209| 100]: Train Loss:0.00095653, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:54:40,790 - testrun_ae6f81ee - [INFO] - [E:209| 200]: Train Loss:0.0009549, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:56:44,486 - testrun_ae6f81ee - [INFO] - [E:209| 300]: Train Loss:0.00095618, Val MRR:0.4246, testrun_ae6f81ee +2023-06-04 23:58:48,136 - testrun_ae6f81ee - [INFO] - [E:209| 400]: Train Loss:0.00095648, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:00:51,746 - testrun_ae6f81ee - [INFO] - [E:209| 500]: Train Loss:0.00095675, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:02:55,311 - testrun_ae6f81ee - [INFO] - [E:209| 600]: Train Loss:0.00095674, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:04:58,745 - testrun_ae6f81ee - [INFO] - [E:209| 700]: Train Loss:0.00095674, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:07:02,331 - testrun_ae6f81ee - [INFO] - [E:209| 800]: Train Loss:0.00095689, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:09:06,049 - testrun_ae6f81ee - [INFO] - [E:209| 900]: Train Loss:0.00095701, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:11:09,679 - testrun_ae6f81ee - [INFO] - [E:209| 1000]: Train Loss:0.00095695, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:12:41,239 - testrun_ae6f81ee - [INFO] - [E:209| 1100]: Train Loss:0.00095697, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:14:09,563 - testrun_ae6f81ee - [INFO] - [E:209| 1200]: Train Loss:0.0009572, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:16:13,220 - testrun_ae6f81ee - [INFO] - [E:209| 1300]: Train Loss:0.00095725, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:18:16,838 - testrun_ae6f81ee - [INFO] - [E:209| 1400]: Train Loss:0.00095705, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:20:20,437 - testrun_ae6f81ee - [INFO] - [E:209| 1500]: Train Loss:0.00095722, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:22:23,791 - testrun_ae6f81ee - [INFO] - [E:209| 1600]: Train Loss:0.00095714, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:23:44,467 - testrun_ae6f81ee - [INFO] - [Epoch:209]: Training Loss:0.0009573 + +2023-06-05 00:23:44,927 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-05 00:24:28,896 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-05 00:24:54,209 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-05 00:25:38,419 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-05 00:26:03,602 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.50681, Head : 0.29841, Avg : 0.40261 + MR: Tail : 685.95, Head : 697.72, Avg : 691.84 + Hit-1: Tail : 0.41444, Head : 0.19665, Avg : 0.30555 + Hit-3: Tail : 0.56245, Head : 0.33398, Avg : 0.44821 + Hit-10: Tail : 0.67839, Head : 0.50609, Avg : 0.59224 +2023-06-05 00:26:03,644 - testrun_ae6f81ee - [INFO] - [Epoch 209]: Training Loss: 0.00095727, Valid MRR: 0.4246, + + + +2023-06-05 00:26:04,964 - testrun_ae6f81ee - [INFO] - [E:210| 0]: Train Loss:0.00094698, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:28:08,586 - testrun_ae6f81ee - [INFO] - [E:210| 100]: Train Loss:0.000956, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:30:11,742 - testrun_ae6f81ee - [INFO] - [E:210| 200]: Train Loss:0.00095572, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:32:13,887 - testrun_ae6f81ee - [INFO] - [E:210| 300]: Train Loss:0.00095732, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:33:55,171 - testrun_ae6f81ee - [INFO] - [E:210| 400]: Train Loss:0.00095667, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:35:40,395 - testrun_ae6f81ee - [INFO] - [E:210| 500]: Train Loss:0.00095652, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:37:42,697 - testrun_ae6f81ee - [INFO] - [E:210| 600]: Train Loss:0.00095653, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:39:45,122 - testrun_ae6f81ee - [INFO] - [E:210| 700]: Train Loss:0.00095661, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:41:47,539 - testrun_ae6f81ee - [INFO] - [E:210| 800]: Train Loss:0.00095646, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:43:49,976 - testrun_ae6f81ee - [INFO] - [E:210| 900]: Train Loss:0.00095647, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:45:52,418 - testrun_ae6f81ee - [INFO] - [E:210| 1000]: Train Loss:0.00095668, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:47:54,782 - testrun_ae6f81ee - [INFO] - [E:210| 1100]: Train Loss:0.00095669, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:49:57,203 - testrun_ae6f81ee - [INFO] - [E:210| 1200]: Train Loss:0.0009569, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:51:59,744 - testrun_ae6f81ee - [INFO] - [E:210| 1300]: Train Loss:0.0009567, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:53:59,025 - testrun_ae6f81ee - [INFO] - [E:210| 1400]: Train Loss:0.00095661, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:55:34,441 - testrun_ae6f81ee - [INFO] - [E:210| 1500]: Train Loss:0.00095669, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:57:31,515 - testrun_ae6f81ee - [INFO] - [E:210| 1600]: Train Loss:0.0009568, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 00:58:51,354 - testrun_ae6f81ee - [INFO] - [Epoch:210]: Training Loss:0.000957 + +2023-06-05 00:58:51,767 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-05 00:59:35,107 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-05 01:00:00,191 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-05 01:00:43,880 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-05 01:01:08,834 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.50756, Head : 0.29992, Avg : 0.40374 + +2023-06-05 01:01:08,865 - testrun_ae6f81ee - [INFO] - [Epoch 210]: Training Loss: 0.00095696, Valid MRR: 0.4246, + + + +2023-06-05 01:01:10,187 - testrun_ae6f81ee - [INFO] - [E:211| 0]: Train Loss:0.00094949, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:03:12,841 - testrun_ae6f81ee - [INFO] - [E:211| 100]: Train Loss:0.00095475, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:05:15,367 - testrun_ae6f81ee - [INFO] - [E:211| 200]: Train Loss:0.00095465, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:07:18,002 - testrun_ae6f81ee - [INFO] - [E:211| 300]: Train Loss:0.00095558, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:09:20,335 - testrun_ae6f81ee - [INFO] - [E:211| 400]: Train Loss:0.00095515, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:11:22,888 - testrun_ae6f81ee - [INFO] - [E:211| 500]: Train Loss:0.00095576, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:13:25,243 - testrun_ae6f81ee - [INFO] - [E:211| 600]: Train Loss:0.00095651, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:15:19,064 - testrun_ae6f81ee - [INFO] - [E:211| 700]: Train Loss:0.00095675, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:16:53,615 - testrun_ae6f81ee - [INFO] - [E:211| 800]: Train Loss:0.00095694, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:18:56,547 - testrun_ae6f81ee - [INFO] - [E:211| 900]: Train Loss:0.00095749, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:20:59,940 - testrun_ae6f81ee - [INFO] - [E:211| 1000]: Train Loss:0.00095719, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:23:03,160 - testrun_ae6f81ee - [INFO] - [E:211| 1100]: Train Loss:0.00095702, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:25:06,201 - testrun_ae6f81ee - [INFO] - [E:211| 1200]: Train Loss:0.00095682, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:27:09,495 - testrun_ae6f81ee - [INFO] - [E:211| 1300]: Train Loss:0.00095646, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:29:12,568 - testrun_ae6f81ee - [INFO] - [E:211| 1400]: Train Loss:0.00095666, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:31:16,052 - testrun_ae6f81ee - [INFO] - [E:211| 1500]: Train Loss:0.00095671, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:33:19,347 - testrun_ae6f81ee - [INFO] - [E:211| 1600]: Train Loss:0.00095694, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:34:39,897 - testrun_ae6f81ee - [INFO] - [Epoch:211]: Training Loss:0.0009569 + +2023-06-05 01:34:40,459 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-05 01:35:24,304 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-05 01:35:46,749 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-05 01:36:16,401 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-05 01:36:33,157 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.50339, Head : 0.29726, Avg : 0.40033 + +2023-06-05 01:36:33,197 - testrun_ae6f81ee - [INFO] - [Epoch 211]: Training Loss: 0.00095689, Valid MRR: 0.4246, + + + +2023-06-05 01:36:34,124 - testrun_ae6f81ee - [INFO] - [E:212| 0]: Train Loss:0.00098959, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:38:00,658 - testrun_ae6f81ee - [INFO] - [E:212| 100]: Train Loss:0.00095439, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:39:57,736 - testrun_ae6f81ee - [INFO] - [E:212| 200]: Train Loss:0.00095459, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:42:01,007 - testrun_ae6f81ee - [INFO] - [E:212| 300]: Train Loss:0.00095488, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:44:04,462 - testrun_ae6f81ee - [INFO] - [E:212| 400]: Train Loss:0.00095488, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:46:07,579 - testrun_ae6f81ee - [INFO] - [E:212| 500]: Train Loss:0.00095593, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:48:10,869 - testrun_ae6f81ee - [INFO] - [E:212| 600]: Train Loss:0.0009566, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:50:14,195 - testrun_ae6f81ee - [INFO] - [E:212| 700]: Train Loss:0.00095702, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:52:17,524 - testrun_ae6f81ee - [INFO] - [E:212| 800]: Train Loss:0.00095692, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:54:20,848 - testrun_ae6f81ee - [INFO] - [E:212| 900]: Train Loss:0.00095657, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:56:24,071 - testrun_ae6f81ee - [INFO] - [E:212| 1000]: Train Loss:0.00095626, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:58:02,141 - testrun_ae6f81ee - [INFO] - [E:212| 1100]: Train Loss:0.00095636, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 01:59:28,731 - testrun_ae6f81ee - [INFO] - [E:212| 1200]: Train Loss:0.00095642, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:01:29,288 - testrun_ae6f81ee - [INFO] - [E:212| 1300]: Train Loss:0.0009565, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:03:32,941 - testrun_ae6f81ee - [INFO] - [E:212| 1400]: Train Loss:0.00095648, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:05:36,177 - testrun_ae6f81ee - [INFO] - [E:212| 1500]: Train Loss:0.00095663, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:07:39,724 - testrun_ae6f81ee - [INFO] - [E:212| 1600]: Train Loss:0.00095645, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:09:00,277 - testrun_ae6f81ee - [INFO] - [Epoch:212]: Training Loss:0.0009565 + +2023-06-05 02:09:00,826 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 0] testrun_ae6f81ee +2023-06-05 02:09:44,736 - testrun_ae6f81ee - [INFO] - [Valid, Tail_Batch Step 100] testrun_ae6f81ee +2023-06-05 02:10:10,213 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 0] testrun_ae6f81ee +2023-06-05 02:10:54,223 - testrun_ae6f81ee - [INFO] - [Valid, Head_Batch Step 100] testrun_ae6f81ee +2023-06-05 02:11:19,362 - testrun_ae6f81ee - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.50548, Head : 0.33624, Avg : 0.42086 + +2023-06-05 02:11:19,406 - testrun_ae6f81ee - [INFO] - [Epoch 212]: Training Loss: 0.00095647, Valid MRR: 0.4246, + + + +2023-06-05 02:11:20,711 - testrun_ae6f81ee - [INFO] - [E:213| 0]: Train Loss:0.00093446, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:13:24,071 - testrun_ae6f81ee - [INFO] - [E:213| 100]: Train Loss:0.00095646, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:15:27,292 - testrun_ae6f81ee - [INFO] - [E:213| 200]: Train Loss:0.00095438, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:17:30,796 - testrun_ae6f81ee - [INFO] - [E:213| 300]: Train Loss:0.00095322, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:19:12,707 - testrun_ae6f81ee - [INFO] - [E:213| 400]: Train Loss:0.00095339, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:20:39,141 - testrun_ae6f81ee - [INFO] - [E:213| 500]: Train Loss:0.00095368, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:22:35,706 - testrun_ae6f81ee - [INFO] - [E:213| 600]: Train Loss:0.00095461, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:24:38,915 - testrun_ae6f81ee - [INFO] - [E:213| 700]: Train Loss:0.00095527, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:26:42,198 - testrun_ae6f81ee - [INFO] - [E:213| 800]: Train Loss:0.00095515, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:28:45,436 - testrun_ae6f81ee - [INFO] - [E:213| 900]: Train Loss:0.00095488, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:30:48,742 - testrun_ae6f81ee - [INFO] - [E:213| 1000]: Train Loss:0.000955, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:32:52,250 - testrun_ae6f81ee - [INFO] - [E:213| 1100]: Train Loss:0.00095551, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:34:55,622 - testrun_ae6f81ee - [INFO] - [E:213| 1200]: Train Loss:0.00095536, Val MRR:0.4246, testrun_ae6f81ee +2023-06-05 02:36:58,919 - testrun_ae6f81ee - [INFO] - [E:213| 1300]: Train Loss:0.00095549, Val MRR:0.4246, testrun_ae6f81ee diff --git a/log/testrun_b381870f b/log/testrun_b381870f new file mode 100644 index 0000000..e218f81 --- /dev/null +++ b/log/testrun_b381870f @@ -0,0 +1 @@ +2023-05-30 17:54:20,857 - testrun_b381870f - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_b381870f', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} diff --git a/log/testrun_b396dcde b/log/testrun_b396dcde new file mode 100644 index 0000000..40fba93 --- /dev/null +++ b/log/testrun_b396dcde @@ -0,0 +1,2 @@ +2023-05-30 17:56:25,430 - testrun_b396dcde - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_b396dcde', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-30 17:57:00,673 - testrun_b396dcde - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_b396dcde', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} diff --git a/log/testrun_bbf65ab5 b/log/testrun_bbf65ab5 new file mode 100644 index 0000000..f52d732 --- /dev/null +++ b/log/testrun_bbf65ab5 @@ -0,0 +1 @@ +2023-05-17 06:21:14,228 - testrun_bbf65ab5 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_bbf65ab5', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_bfaa042b b/log/testrun_bfaa042b new file mode 100644 index 0000000..8bece12 --- /dev/null +++ b/log/testrun_bfaa042b @@ -0,0 +1 @@ +2023-05-17 06:50:58,251 - testrun_bfaa042b - [INFO] - {'dataset': 'icews14', 'name': 'testrun_bfaa042b', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_c77a8ec3 b/log/testrun_c77a8ec3 new file mode 100644 index 0000000..b8919b2 --- /dev/null +++ b/log/testrun_c77a8ec3 @@ -0,0 +1 @@ +2023-05-17 06:37:11,288 - testrun_c77a8ec3 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_c77a8ec3', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_cb3528f3 b/log/testrun_cb3528f3 new file mode 100644 index 0000000..2bdbbd9 --- /dev/null +++ b/log/testrun_cb3528f3 @@ -0,0 +1 @@ +2023-05-17 07:08:13,688 - testrun_cb3528f3 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_cb3528f3', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_cd333c33 b/log/testrun_cd333c33 new file mode 100644 index 0000000..fcca9d8 --- /dev/null +++ b/log/testrun_cd333c33 @@ -0,0 +1 @@ +2023-05-17 06:25:12,047 - testrun_cd333c33 - [INFO] - {'dataset': 'icews14', 'name': 'testrun_cd333c33', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_d0367b19 b/log/testrun_d0367b19 new file mode 100644 index 0000000..37d0f51 --- /dev/null +++ b/log/testrun_d0367b19 @@ -0,0 +1,2 @@ +2023-05-06 08:37:25,129 - testrun_d0367b19 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d0367b19', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +2023-05-06 08:37:36,239 - testrun_d0367b19 - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, testrun_d0367b19 diff --git a/log/testrun_d2ab6391 b/log/testrun_d2ab6391 new file mode 100644 index 0000000..877eb15 --- /dev/null +++ b/log/testrun_d2ab6391 @@ -0,0 +1,9001 @@ +2023-05-30 18:00:28,677 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-30 18:01:04,156 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:01:34,200 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:02:04,240 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:02:34,284 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:03:04,319 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:03:34,362 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:04:04,401 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:04:34,441 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:05:04,483 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:05:34,527 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:06:04,569 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:06:34,609 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:07:04,653 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:07:34,697 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:08:04,742 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:08:34,768 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:09:04,811 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:09:34,839 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:10:04,877 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:10:34,915 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:11:04,960 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:11:35,004 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:12:05,051 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:12:35,096 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:13:05,141 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:13:35,180 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:14:05,223 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:14:35,267 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:15:05,307 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:15:35,347 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:16:05,386 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:16:35,400 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:17:05,438 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:17:35,451 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:18:05,497 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:18:35,543 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:19:05,587 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:19:35,628 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:20:05,674 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:20:35,716 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:21:05,763 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:21:35,809 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:22:05,847 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:22:35,892 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:23:05,937 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:23:35,976 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:24:06,020 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:24:36,059 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:25:06,105 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:25:36,145 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:26:06,170 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:26:36,207 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:27:06,252 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:27:36,292 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:28:06,336 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:28:36,359 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:29:06,394 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:29:36,436 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:30:06,475 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:30:36,520 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:31:06,565 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:31:36,609 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:32:06,651 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:32:36,700 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:33:06,746 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:33:36,787 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:34:06,829 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:34:36,869 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:35:06,909 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:35:36,955 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:36:06,995 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:36:37,036 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:37:07,084 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:37:37,131 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:38:07,176 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:38:37,224 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:39:07,264 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:39:37,313 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:40:07,355 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:40:37,400 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:41:07,451 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:41:37,492 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:42:07,527 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:42:37,539 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:43:07,585 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:43:37,623 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:44:07,668 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:44:37,699 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:45:07,741 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:45:37,786 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:46:07,831 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:46:37,874 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:47:07,917 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:47:37,974 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:48:08,019 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:48:38,063 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:49:08,110 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:49:38,152 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:50:08,204 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:50:38,255 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:51:08,277 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:51:38,299 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:52:08,339 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:52:38,388 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:53:08,439 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:53:38,483 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:54:08,527 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:54:38,571 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:55:08,615 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:55:38,664 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:56:08,711 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:56:38,756 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:57:08,803 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:57:38,850 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:58:08,895 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:58:38,939 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:59:08,988 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 18:59:39,035 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:00:09,049 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:00:39,092 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:01:09,144 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:01:39,187 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:02:09,232 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:02:39,284 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:03:09,304 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:03:39,355 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:04:09,381 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:04:39,430 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:05:09,476 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:05:39,500 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:06:09,546 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:06:39,594 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:07:09,647 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:07:39,689 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:08:09,734 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:08:39,794 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:09:09,820 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:09:39,866 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:10:09,911 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:10:39,950 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:11:10,001 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:11:40,048 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:12:10,096 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:12:40,141 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:13:10,187 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:13:40,240 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:14:10,291 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:14:40,339 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:15:10,384 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:15:40,432 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:16:10,479 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:16:40,519 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:17:10,568 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:17:40,597 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:18:10,639 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:18:40,685 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:19:10,732 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:19:40,784 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:20:10,816 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:20:40,859 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:21:10,901 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:21:40,948 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:22:10,990 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:22:41,038 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:23:11,081 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:23:41,114 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:24:11,162 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:24:41,209 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:25:11,266 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:25:41,311 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:26:11,366 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:26:41,412 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:27:11,459 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:27:41,489 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:28:11,535 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:28:41,591 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:29:11,635 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:29:41,679 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:30:11,725 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:30:41,771 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:31:11,824 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:31:41,873 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:32:11,920 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:32:41,968 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:33:12,027 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:33:42,071 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:34:12,132 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:34:42,181 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:35:12,229 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:35:42,283 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:36:12,298 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:36:42,357 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:37:12,409 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:37:42,433 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:38:12,474 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:38:42,521 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:39:12,567 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:39:42,601 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:40:12,647 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:40:42,706 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:41:12,756 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:41:42,810 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:42:12,875 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:42:42,926 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:43:12,973 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:43:43,023 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:44:13,075 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:44:43,109 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:45:13,160 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:45:43,207 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:46:13,267 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:46:43,316 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:47:13,367 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:47:43,393 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:48:13,450 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:48:43,496 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:49:13,554 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:49:43,584 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:50:13,637 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:50:43,693 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:51:13,745 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:51:43,797 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:52:13,848 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:52:43,903 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:53:13,952 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:53:44,007 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:54:14,030 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:54:44,089 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:55:14,144 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:55:44,194 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:56:14,243 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:56:44,289 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:57:14,332 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:57:44,387 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:58:14,431 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:58:44,482 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:59:14,544 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 19:59:44,594 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:00:14,643 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:00:44,663 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:01:14,714 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:01:44,774 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:02:14,805 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:02:44,839 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:03:14,894 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:03:44,954 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:04:15,009 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:04:45,057 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:05:15,104 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:05:45,155 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:06:15,206 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:06:45,259 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:07:15,324 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:07:45,376 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:08:15,436 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:08:45,480 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:09:15,541 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:09:45,577 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:10:15,623 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:10:45,675 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:11:15,725 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:11:45,779 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:12:15,837 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:12:45,861 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:13:15,912 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:13:45,968 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:14:16,023 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:14:46,076 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:15:16,128 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:15:46,180 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:16:16,213 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:16:46,267 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:17:16,322 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:17:46,373 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:18:16,414 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:18:46,467 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:19:16,518 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:19:46,568 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:20:16,621 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:20:46,668 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:21:16,724 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:21:46,777 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:22:16,812 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:22:46,856 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:23:16,910 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:23:46,973 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:24:17,023 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:24:47,071 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:25:17,123 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:25:47,176 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:26:17,227 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:26:47,287 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:27:17,342 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:27:47,390 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:28:17,412 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:28:47,464 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:29:17,490 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:29:47,538 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:30:17,601 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:30:47,659 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:31:17,711 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:31:47,773 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:32:17,824 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:32:47,886 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:33:17,942 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:33:47,991 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:34:18,046 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:34:48,103 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:35:18,167 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:35:48,216 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:36:18,265 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:36:48,315 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:37:18,375 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:37:48,429 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:38:18,479 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:38:48,530 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:39:18,587 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:39:48,639 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:40:18,697 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:40:48,743 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:41:18,805 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:41:48,855 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:42:18,909 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:42:48,981 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:43:19,035 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:43:49,095 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:44:19,147 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:44:49,186 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:45:19,212 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:45:49,282 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:46:19,334 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:46:49,398 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:47:19,452 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:47:49,514 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:48:19,567 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:48:49,621 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:49:19,693 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:49:49,744 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:50:19,804 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:50:49,860 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:51:19,911 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:51:49,951 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:52:20,009 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:52:50,060 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:53:20,110 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:53:50,165 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:54:20,216 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:54:50,263 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:55:20,314 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:55:50,367 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:56:20,424 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:56:50,481 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:57:20,535 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:57:50,590 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:58:20,645 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:58:50,699 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:59:20,720 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 20:59:50,780 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:00:20,841 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:00:50,896 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:01:20,947 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:01:51,011 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:02:21,055 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:02:51,107 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:03:21,169 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:03:51,224 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:04:21,280 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:04:51,334 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:05:21,387 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:05:51,454 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:06:21,507 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:06:51,562 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:07:21,622 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:07:51,673 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:08:21,728 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:08:51,787 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:09:21,843 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:09:51,909 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:10:21,962 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:10:52,016 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:11:22,081 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:11:52,138 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:12:22,203 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:12:52,260 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:13:22,318 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:13:52,374 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:14:22,447 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:14:52,503 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:15:22,550 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:15:52,607 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:16:22,656 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:16:52,720 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:17:22,780 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:17:52,847 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:18:22,910 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:18:52,942 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:19:23,000 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:19:53,055 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:20:23,114 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:20:53,167 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:21:23,223 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:21:53,280 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:22:23,339 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:22:53,392 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:23:23,452 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:23:53,522 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:24:23,587 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:24:53,640 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:25:23,666 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:25:53,724 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:26:23,787 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:26:53,855 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:27:23,896 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:27:53,967 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:28:24,035 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:28:54,091 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:29:24,151 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:29:54,213 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:30:24,283 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:30:54,339 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:31:24,392 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:31:54,460 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:32:24,519 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:32:54,579 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:33:24,606 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:33:54,659 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:34:24,711 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:34:54,778 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:35:24,838 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:35:54,879 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:36:24,946 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:36:55,010 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:37:25,068 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:37:55,112 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:38:25,172 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:38:55,249 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:39:25,315 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:39:55,390 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:40:25,454 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:40:55,513 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:41:25,552 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:41:55,629 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:42:25,663 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:42:55,719 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:43:25,792 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:43:55,854 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:44:25,913 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:44:55,989 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:45:26,047 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:45:56,106 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:46:26,163 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:46:56,223 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:47:26,250 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:47:56,325 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:48:26,379 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:48:56,439 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:49:26,475 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:49:56,526 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:50:26,599 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:50:56,669 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:51:26,733 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:51:56,792 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:52:26,836 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:52:56,899 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:53:26,968 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:53:57,028 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:54:27,095 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:54:57,160 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:55:27,215 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:55:57,281 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:56:27,353 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:56:57,408 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:57:27,469 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:57:57,556 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:58:27,611 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:58:57,674 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:59:27,736 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 21:59:57,797 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:00:27,860 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:00:57,939 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:01:27,999 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:01:58,062 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:02:28,128 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:02:58,191 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:03:28,251 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:03:58,316 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:04:28,355 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:04:58,410 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:05:28,467 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:05:58,547 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:06:28,612 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:06:58,667 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:07:28,733 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:07:58,797 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:08:28,841 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:08:58,901 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:09:28,964 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:09:59,029 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:10:29,101 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:10:59,162 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:11:29,223 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:11:59,284 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:12:29,351 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:12:59,380 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:13:29,435 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:13:59,496 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:14:29,562 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:14:59,619 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:15:29,680 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:15:59,745 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:16:29,812 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:16:59,893 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:17:29,948 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:18:00,018 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:18:30,094 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:19:00,155 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:19:30,215 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:20:00,277 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:20:30,344 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:21:00,404 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:21:30,472 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:22:00,560 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:22:30,616 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:23:00,676 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:23:30,714 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:24:00,778 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:24:30,835 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:25:00,893 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:25:30,974 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:26:01,021 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:26:31,052 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:27:01,121 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:27:31,184 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:28:01,252 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:28:31,317 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:29:01,348 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:29:31,411 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:30:01,472 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:30:31,551 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:31:01,613 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:31:31,675 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:32:01,749 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:32:31,811 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:33:01,883 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:33:31,945 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:34:02,007 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:34:32,069 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:35:02,135 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:35:32,197 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:36:02,260 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:36:32,318 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:37:02,397 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:37:32,458 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:38:02,526 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:38:32,592 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:39:02,659 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:39:32,717 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:40:02,780 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:40:32,862 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:41:02,923 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:41:32,958 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:42:02,999 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:42:33,057 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:43:03,117 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:43:33,195 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:44:03,255 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:44:33,326 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:45:03,407 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:45:33,456 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:46:03,540 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:46:33,608 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:47:03,667 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:47:33,747 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:48:03,816 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:48:33,887 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:49:03,952 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:49:34,027 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:50:04,090 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:50:34,128 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:51:04,197 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:51:34,255 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:52:04,319 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:52:34,387 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:53:04,427 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:53:34,496 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:54:04,573 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:54:34,631 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:55:04,700 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:55:34,767 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:56:04,838 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:56:34,914 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:57:04,979 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:57:35,043 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:58:05,112 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:58:35,179 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:59:05,254 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 22:59:35,309 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:00:05,374 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:00:35,451 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:01:05,533 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:01:35,576 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:02:05,636 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:02:35,684 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:03:05,746 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:03:35,791 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:04:05,875 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:04:35,936 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:05:06,003 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:05:36,069 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:06:06,132 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:06:36,228 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:07:06,312 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:07:36,346 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:08:06,419 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:08:36,466 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:09:06,533 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:09:36,583 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:10:06,652 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:10:36,716 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:11:06,767 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:11:36,839 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:12:06,933 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:12:36,999 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:13:07,062 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:13:37,123 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:14:07,195 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:14:37,245 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:15:07,310 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:15:37,372 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:16:07,445 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:16:37,503 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:17:07,578 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:17:37,643 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:18:07,712 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:18:37,780 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:19:07,857 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:19:37,919 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:20:07,983 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:20:38,064 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:21:08,143 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:21:38,187 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:22:08,251 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:22:38,306 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:23:08,403 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:23:38,463 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:24:08,501 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:24:38,553 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:25:08,621 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:25:38,684 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:26:08,764 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:26:38,851 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:27:08,916 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:27:38,984 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:28:09,073 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:28:39,144 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:29:09,233 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:29:39,301 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:30:09,394 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:30:39,493 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:31:09,553 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:31:39,633 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:32:09,701 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:32:39,768 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:33:09,843 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:33:39,903 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:34:09,965 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:34:40,051 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:35:10,121 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:35:40,191 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:36:10,252 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:36:40,335 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:37:10,421 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:37:40,465 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:38:10,544 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:38:40,622 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:39:10,692 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:39:40,769 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:40:10,841 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:40:40,910 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:41:10,977 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:41:41,039 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:42:11,105 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:42:41,168 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:43:11,228 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:43:41,314 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:44:11,384 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:44:41,445 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:45:11,512 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:45:41,576 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:46:11,666 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:46:41,733 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:47:11,803 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:47:41,875 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:48:11,955 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:48:42,012 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:49:12,085 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:49:42,151 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:50:12,246 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:50:42,310 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:51:12,375 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:51:42,452 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:52:12,519 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:52:42,586 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:53:12,637 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:53:42,724 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:54:12,811 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:54:42,880 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:55:22,976 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:55:58,662 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:56:33,799 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:57:09,523 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:57:44,580 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:58:20,070 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:58:55,073 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-30 23:59:30,572 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:00:05,693 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:00:40,749 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:01:15,947 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:01:51,126 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:02:26,704 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:03:02,190 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:03:37,798 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:04:13,580 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:04:48,464 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:05:24,026 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:05:59,637 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:06:34,572 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:07:09,959 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:07:45,851 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:08:20,897 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:08:56,194 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:09:31,090 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:10:06,613 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:10:42,233 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:11:17,494 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:11:52,598 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:12:27,600 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:13:02,779 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:13:38,106 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:14:13,006 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:14:48,278 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:15:23,249 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:15:58,984 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:16:33,941 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:17:09,413 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:17:44,966 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:18:19,951 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:18:55,651 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:19:30,766 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:20:06,285 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:20:41,705 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:21:17,004 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:21:52,488 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:22:27,753 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:23:02,936 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:23:38,272 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:24:13,629 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:24:48,747 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:25:23,709 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:25:59,252 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:26:34,390 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:27:09,603 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:27:44,821 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:28:20,203 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:28:55,332 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:29:30,891 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:30:06,179 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:30:41,081 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:31:16,348 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:31:51,746 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:32:27,001 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:33:02,143 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:33:37,177 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:34:12,373 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:34:47,543 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:35:22,615 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:35:57,673 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:36:33,022 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:37:08,248 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:37:43,872 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:38:18,826 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:38:54,380 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:39:29,682 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:40:04,662 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:40:39,925 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:41:15,042 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:41:50,220 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:42:25,524 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:43:00,516 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:43:35,724 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:44:10,710 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:44:45,687 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:45:20,577 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:45:56,318 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:46:31,607 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:47:07,043 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:47:42,535 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:48:17,714 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:48:52,873 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:49:28,418 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:50:03,810 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:50:39,152 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:51:14,161 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:51:49,425 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:52:24,697 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:53:00,378 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:53:35,701 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:54:11,046 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:54:46,361 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:55:21,626 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:55:56,860 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:56:32,006 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:57:07,273 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:57:42,806 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:58:18,156 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:58:53,414 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 00:59:28,342 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:00:04,069 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:00:39,318 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:01:14,696 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:01:49,695 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:02:25,292 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:03:00,448 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:03:36,117 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:04:11,554 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:04:46,601 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:05:21,925 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:05:57,188 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:06:32,093 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:07:07,270 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:07:42,797 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:08:18,244 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:08:53,613 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:09:28,735 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:10:03,740 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:10:39,069 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:11:14,221 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:11:49,414 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:12:24,414 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:12:59,358 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:13:34,598 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:14:10,400 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:14:45,782 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:15:20,902 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:15:56,494 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:16:31,537 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:17:06,520 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:17:42,230 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:18:17,255 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:18:52,330 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:19:27,429 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:20:02,789 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:20:37,874 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:21:13,273 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:21:48,681 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:22:24,442 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:22:59,996 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:23:35,203 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:24:10,276 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:24:45,935 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:25:20,998 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:25:56,446 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:26:31,463 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:27:07,013 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:27:42,032 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:28:17,303 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:28:52,317 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:29:27,391 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:30:02,706 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:30:38,221 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:31:13,527 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:31:48,928 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:32:24,426 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:32:59,610 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:33:34,730 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:34:09,971 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:34:44,752 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:35:20,481 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:35:55,623 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:36:30,619 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:37:05,662 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:37:41,362 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:38:16,742 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:38:52,544 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:39:27,597 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:40:03,119 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:40:38,696 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:41:13,814 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:41:48,639 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:42:24,310 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:42:59,290 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:43:34,401 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:44:09,491 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:44:44,605 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:45:20,016 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:45:56,207 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:46:31,420 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:47:06,907 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:47:41,830 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:48:16,777 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:48:51,975 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:49:27,353 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:50:02,355 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:50:37,859 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:51:13,081 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:51:48,447 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:52:23,547 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:52:59,183 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:53:34,624 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:54:10,199 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:54:45,603 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:55:20,788 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:55:56,059 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:56:31,534 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:57:06,877 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:57:42,221 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:58:17,429 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:58:52,402 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 01:59:27,120 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:00:03,024 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:00:38,231 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:01:13,527 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:01:48,720 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:02:24,179 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:02:58,997 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:03:34,788 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:04:10,116 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:04:45,331 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:05:20,862 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:05:56,365 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:06:31,702 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:07:07,523 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:07:42,774 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:08:18,167 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:08:53,226 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:09:28,378 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:10:03,204 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:10:38,637 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:11:13,939 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:11:49,335 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:12:24,851 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:13:00,001 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:13:35,209 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:14:10,797 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:14:46,015 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:15:21,512 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:15:56,687 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:16:31,981 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:17:07,115 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:17:42,851 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:18:18,399 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:18:53,965 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:19:29,186 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:20:04,288 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:20:39,332 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:21:14,502 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:21:49,679 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:22:25,474 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:23:00,637 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:23:35,561 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:24:10,935 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:24:46,192 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:25:21,296 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:25:56,522 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:26:31,535 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:27:07,011 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:27:42,402 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:28:18,005 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:28:53,108 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:29:28,371 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:30:03,885 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:30:39,010 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:31:13,953 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:31:49,322 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:32:24,582 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:32:59,759 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:33:35,094 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:34:10,569 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:34:45,537 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:35:21,118 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:35:56,521 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:36:32,088 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:37:07,387 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:37:42,654 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:38:17,962 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:38:53,381 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:39:28,611 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:40:04,393 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:40:39,556 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:41:14,860 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:41:50,057 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:42:25,327 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:43:00,415 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:43:35,626 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:44:10,971 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:44:46,510 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:45:21,915 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:45:57,012 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:46:32,234 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:47:07,548 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:47:42,909 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:48:18,087 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:48:53,103 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:49:28,635 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:50:03,880 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:50:39,412 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:51:14,352 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:51:49,689 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:52:25,257 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:53:00,580 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:53:35,613 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:54:10,794 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:54:45,920 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:55:21,349 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:55:56,424 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:56:32,048 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:57:07,473 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:57:43,041 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:58:18,475 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:58:53,613 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 02:59:28,623 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:00:04,191 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:00:39,451 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:01:14,886 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:01:50,128 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:02:25,944 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:03:00,915 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:03:36,736 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:04:12,009 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:04:47,122 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:05:22,365 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:05:57,714 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:06:32,944 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:07:08,321 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:07:43,176 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:08:18,684 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:08:53,839 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:09:29,004 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:10:04,270 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:10:39,754 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:11:15,068 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:11:50,632 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:12:25,896 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:13:01,159 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:13:36,118 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:14:11,225 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:14:46,371 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:15:21,913 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:15:56,819 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:16:32,460 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:17:07,768 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:17:42,981 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:18:18,158 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:18:53,787 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:19:29,267 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:20:04,520 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:20:40,036 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:21:15,270 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:21:50,764 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:22:26,272 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:23:01,302 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:23:36,400 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:24:11,271 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:24:46,748 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:25:21,830 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:25:57,411 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:26:32,738 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:27:08,267 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:27:43,637 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:28:18,959 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:28:54,029 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:29:29,141 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:30:04,388 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:30:39,725 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:31:15,101 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:31:50,648 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:32:26,257 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:33:01,354 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:33:36,421 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:34:11,777 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:34:46,880 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:35:22,154 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:35:57,219 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:36:32,899 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:37:07,909 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:37:43,072 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:38:17,899 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:38:53,199 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:39:28,523 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:40:04,000 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:40:39,051 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:41:14,120 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:41:49,571 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:42:24,966 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:42:59,814 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:43:35,230 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:44:10,570 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:44:46,149 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:45:21,254 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:45:56,508 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:46:31,638 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:47:06,947 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:47:42,342 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:48:17,926 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:48:53,406 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:49:28,978 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:50:04,077 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:50:39,360 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:51:14,306 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:51:49,484 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:52:24,834 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:53:00,282 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:53:35,496 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:54:10,642 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:54:45,737 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:55:21,101 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:55:56,133 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:56:31,730 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:57:07,398 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:57:43,133 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:58:18,409 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:58:54,406 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 03:59:29,415 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:00:05,119 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:00:40,318 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:01:15,925 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:01:51,179 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:02:26,798 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:03:02,093 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:03:37,639 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:04:13,032 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:04:48,256 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:05:23,701 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:05:58,908 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:06:34,101 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:07:09,325 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:07:44,156 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:08:19,683 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:08:55,099 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:09:30,339 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:10:05,715 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:10:41,444 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:11:17,020 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:11:52,325 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:12:27,350 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:13:02,512 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:13:37,809 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:14:13,133 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:14:48,255 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:15:23,602 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:15:58,635 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:16:33,987 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:17:09,211 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:17:44,797 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:18:20,227 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:18:55,291 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:19:30,564 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:20:05,928 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:20:41,272 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:21:16,790 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:21:51,975 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:22:27,339 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:23:02,347 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:23:37,685 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:24:12,553 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:24:48,210 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:25:23,556 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:25:58,820 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:26:33,766 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:27:09,563 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:27:44,621 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:28:19,801 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:28:54,846 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:29:30,049 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:30:05,281 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:30:40,674 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:31:15,653 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:31:50,911 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:32:26,119 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:33:01,852 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:33:36,953 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:34:12,308 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:34:47,745 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:35:23,353 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:35:58,350 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:36:33,319 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:37:08,390 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:37:43,618 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:38:19,040 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:38:54,388 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:39:29,717 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:40:05,130 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:40:39,968 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:41:15,413 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:41:50,987 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:42:26,465 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:43:01,654 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:43:37,094 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:44:12,111 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:44:47,723 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:45:23,048 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:45:58,216 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:46:33,720 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:47:09,105 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:47:44,120 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:48:19,218 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:48:53,951 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:49:29,272 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:50:04,574 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:50:40,124 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:51:15,286 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:51:50,437 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:52:25,392 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:53:01,261 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:53:36,531 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:54:11,856 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:54:46,824 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:55:22,264 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:55:57,465 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:56:32,500 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:57:07,490 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:57:42,648 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:58:17,762 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:58:53,067 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 04:59:28,075 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:00:03,731 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:00:38,931 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:01:14,680 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:01:49,683 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:02:24,784 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:03:00,155 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:03:35,537 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:04:10,678 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:04:46,346 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:05:22,000 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:05:57,082 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:06:32,394 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:07:07,740 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:07:42,810 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:08:18,287 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:08:53,455 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:09:28,860 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:10:03,792 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:10:38,861 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:11:13,935 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:11:49,083 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:12:24,687 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:13:00,204 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:13:35,649 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:14:11,348 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:14:47,034 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:15:22,790 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:15:58,008 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:16:33,617 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:17:09,155 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:17:44,807 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:18:19,974 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:18:55,320 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:19:30,407 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:20:05,957 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:20:41,321 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:21:16,928 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:21:52,309 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:22:27,888 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:23:03,218 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:23:38,730 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:24:13,497 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:24:48,849 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:25:23,994 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:25:59,454 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:26:34,480 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:27:09,880 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:27:45,021 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:28:20,747 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:28:55,869 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:29:31,064 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:30:06,559 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:30:42,477 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:31:17,617 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:31:53,309 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:32:28,277 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:33:03,858 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:33:38,915 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:34:14,417 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:34:49,573 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:35:25,276 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:36:00,084 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:36:35,286 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:37:10,377 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:37:45,932 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:38:21,053 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:38:56,419 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:39:31,734 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:40:07,317 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:40:42,127 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:41:17,626 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:41:52,880 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:42:28,280 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:43:03,700 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:43:39,577 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:44:15,122 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:44:50,344 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:45:25,209 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:46:00,395 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:46:35,513 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:47:10,764 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:47:45,873 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:48:21,029 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:48:56,056 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:49:31,675 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:50:06,922 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:50:42,607 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:51:17,592 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:51:53,277 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:52:28,872 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:53:04,007 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:53:39,242 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:54:14,471 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:54:50,026 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:55:25,422 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:56:00,749 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:56:36,351 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:57:11,356 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:57:47,100 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:58:22,330 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:58:57,671 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 05:59:33,073 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:00:08,464 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:00:43,718 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:01:19,191 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:01:54,723 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:02:29,736 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:03:04,862 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:03:40,150 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:04:15,139 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:04:50,694 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:05:26,011 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:06:01,339 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:06:36,907 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:07:12,126 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:07:47,478 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:08:22,802 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:08:57,641 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:09:33,015 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:10:08,134 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:10:43,487 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:11:18,685 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:11:54,158 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:12:29,179 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:13:04,651 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:13:40,447 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:14:16,109 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:14:51,575 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:15:26,981 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:16:01,956 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:16:37,570 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:17:13,009 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:17:48,250 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:18:23,134 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:18:58,212 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:19:33,422 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:20:08,710 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:20:43,617 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:21:19,163 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:21:54,627 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:22:29,830 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:23:05,046 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:23:40,221 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:24:15,276 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:24:50,513 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:25:25,504 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:26:01,005 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:26:35,983 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:27:11,205 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:27:46,372 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:28:21,511 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:28:56,630 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:29:31,900 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:30:06,731 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:30:42,142 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:31:17,460 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:31:53,212 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:32:28,372 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:33:03,995 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:33:39,832 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:34:15,253 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:34:50,324 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:35:25,654 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:36:00,949 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:36:36,400 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:37:11,410 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:37:46,834 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:38:22,039 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:38:57,348 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:39:32,279 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:40:07,352 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:40:42,550 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:41:17,678 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:41:52,365 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:42:26,921 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:43:01,826 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:43:36,455 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:44:11,192 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:44:46,268 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:45:20,920 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:45:55,756 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:46:30,522 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:47:05,321 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:47:40,271 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:48:15,703 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:48:50,342 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:49:25,250 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:50:00,257 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:50:35,543 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:51:10,378 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:51:45,362 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:52:20,330 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:52:55,184 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:53:30,023 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:54:05,034 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:54:39,882 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:55:14,886 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:55:49,519 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:56:24,543 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:56:58,950 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:57:33,886 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:58:08,656 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:58:43,674 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:59:18,600 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 06:59:53,531 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:00:28,300 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:01:03,547 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:01:38,514 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:02:13,550 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:02:48,229 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:03:23,126 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:03:57,905 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:04:33,179 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:05:07,570 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:05:42,662 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:06:17,306 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:06:52,212 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:07:26,916 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:08:01,836 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:08:36,599 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:09:11,578 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:09:46,327 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:10:20,892 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:10:55,644 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:11:30,535 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:12:05,277 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:12:40,273 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:13:15,548 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:13:52,422 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:14:27,289 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:15:02,547 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:15:36,929 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:16:12,105 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:16:46,908 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:17:22,008 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:17:58,454 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:18:33,869 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:19:08,865 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:19:43,707 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:20:18,613 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:20:53,229 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:21:28,043 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:22:02,884 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:22:37,185 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:23:12,229 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:23:46,657 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:24:21,573 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:24:56,381 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:25:31,038 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:26:05,569 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:26:40,551 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:27:15,045 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:27:49,754 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:28:24,161 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:28:58,690 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:29:33,020 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:30:08,197 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:30:43,166 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:31:18,404 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:31:53,155 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:32:28,293 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:33:03,343 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:33:38,589 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:34:13,716 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:34:49,055 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:35:24,563 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:35:59,894 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:36:34,596 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:37:09,681 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:37:44,640 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:38:19,483 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:38:54,699 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:39:29,973 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:40:05,507 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:40:40,728 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:41:15,758 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:41:51,103 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:42:26,014 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:43:01,330 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:43:36,749 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:44:11,744 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:44:46,785 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:45:21,743 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:45:56,895 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:46:32,226 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:47:07,355 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:47:42,499 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:48:17,764 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:48:53,072 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:49:28,329 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:50:03,552 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:50:38,855 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:51:14,121 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:51:49,473 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:52:24,635 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:52:59,885 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:53:35,103 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:54:10,283 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:54:45,811 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:55:20,817 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:55:55,590 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:56:30,630 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:57:05,746 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:57:40,772 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:58:15,863 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:58:50,975 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 07:59:26,318 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:00:01,260 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:00:36,682 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:01:12,262 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:01:47,438 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:02:22,651 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:02:57,906 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:03:32,972 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:04:08,103 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:04:42,854 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:05:18,014 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:05:53,289 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:06:28,724 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:07:02,905 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:07:38,611 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:08:14,419 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:08:50,582 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:09:26,479 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:10:02,485 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:10:37,217 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:11:12,018 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:11:46,844 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:12:21,666 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:12:56,361 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:13:31,330 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:14:06,068 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:14:41,068 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:15:15,411 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:15:50,565 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:16:25,368 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:17:00,199 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:17:34,714 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:18:09,173 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:18:43,823 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:19:18,566 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:19:53,214 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:20:27,970 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:21:02,731 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:21:37,550 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:22:12,001 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:22:46,560 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:23:20,948 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:23:55,801 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:24:30,424 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:25:05,004 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:25:39,413 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:26:14,500 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:26:49,214 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:27:24,072 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:27:58,339 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:28:32,701 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:29:07,321 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:29:42,325 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:30:17,064 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:30:52,670 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:31:27,353 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:32:02,855 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:32:38,007 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:33:13,252 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:33:48,459 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:34:23,603 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:34:58,822 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:35:34,156 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:36:09,489 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:36:44,572 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:37:20,039 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:37:55,304 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:38:30,716 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:39:05,558 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:39:40,536 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:40:16,010 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:40:50,969 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:41:26,349 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:42:01,715 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:42:36,966 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:43:11,809 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:43:46,904 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:44:22,255 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:44:57,352 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:45:32,469 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:46:07,729 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:46:42,712 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:47:17,656 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:47:52,827 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:48:27,867 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:49:02,930 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:49:38,161 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:50:13,148 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:50:48,202 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:51:23,331 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:51:58,557 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:52:33,523 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:53:08,736 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:53:43,872 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:54:19,493 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:54:54,550 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:55:30,106 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:56:04,902 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:56:40,109 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:57:15,067 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:57:50,166 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:58:25,523 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:59:00,644 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 08:59:35,771 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:00:11,136 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:00:46,220 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:01:21,360 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:01:56,607 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:02:32,184 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:03:07,584 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:03:43,051 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:04:18,154 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:04:53,467 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:05:28,766 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:06:04,141 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:06:39,365 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:07:14,349 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:07:49,357 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:08:25,210 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:09:01,010 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:09:37,208 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:10:13,303 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:10:49,477 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:11:25,201 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:12:00,207 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:12:35,392 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:13:10,593 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:13:45,888 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:14:21,151 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:14:56,040 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:15:31,005 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:16:05,979 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:16:41,423 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:17:16,718 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:17:51,988 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:18:27,472 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:19:03,022 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:19:38,383 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:20:13,613 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:20:48,472 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:21:23,424 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:21:58,456 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:22:33,845 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:23:08,960 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:23:43,894 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:24:19,206 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:24:54,677 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:25:29,977 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:26:05,260 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:26:40,926 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:27:16,256 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:27:51,664 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:28:27,149 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:29:02,501 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:29:37,620 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:30:12,739 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:30:48,114 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:31:23,291 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:31:58,059 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:32:33,314 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:33:08,834 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:33:44,040 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:34:19,163 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:34:54,058 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:35:29,639 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:36:04,579 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:36:39,864 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:37:15,066 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:37:50,355 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:38:25,568 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:39:00,655 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:39:35,959 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:40:11,105 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:40:46,804 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:41:22,260 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:41:57,722 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:42:32,961 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:43:07,975 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:43:43,522 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:44:18,866 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:44:54,351 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:45:29,446 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:46:04,927 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:46:40,323 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:47:15,506 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:47:50,906 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:48:25,854 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:49:01,385 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:49:37,557 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:50:13,509 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:50:49,197 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:51:24,974 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:52:00,905 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:52:35,648 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:53:10,662 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:53:45,902 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:54:21,399 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:54:56,749 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:55:31,648 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:56:06,952 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:56:42,300 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:57:17,453 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:57:53,022 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:58:28,206 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:59:03,549 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 09:59:38,224 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:00:13,283 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:00:48,403 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:01:23,710 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:01:58,970 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:02:33,773 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:03:08,583 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:03:43,836 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:04:19,480 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:04:54,316 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:05:29,559 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:06:04,838 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:06:39,854 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:07:15,100 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:07:49,992 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:08:25,100 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:09:00,390 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:09:35,155 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:10:10,784 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:10:45,605 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:11:21,223 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:11:56,608 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:12:31,791 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:13:06,801 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:13:42,613 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:14:17,548 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:14:52,730 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:15:27,761 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:16:02,958 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:16:38,208 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:17:13,705 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:17:49,087 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:18:24,531 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:18:59,546 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:19:34,820 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:20:09,742 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:20:45,061 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:21:20,384 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:21:56,100 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:22:31,327 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:23:06,553 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:23:41,527 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:24:16,785 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:24:52,006 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:25:27,255 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:26:02,559 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:26:38,188 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:27:13,209 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:27:48,396 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:28:23,544 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:28:59,070 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:29:35,799 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:30:11,656 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:30:47,395 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:31:23,327 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:31:59,058 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:32:35,164 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:33:10,274 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:33:45,647 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:34:20,760 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:34:55,874 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:35:30,865 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:36:06,447 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:36:41,820 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:37:16,756 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:37:52,183 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:38:27,365 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:39:02,529 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:39:38,179 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:40:13,242 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:40:48,999 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:41:24,583 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:41:59,816 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:42:35,058 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:43:10,451 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:43:45,477 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:44:20,657 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:44:56,143 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:45:31,713 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:46:06,670 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:46:41,885 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:47:16,731 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:47:52,167 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:48:27,438 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:49:02,877 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:49:38,426 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:50:13,669 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:50:48,962 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:51:24,377 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:51:59,296 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:52:34,836 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:53:09,955 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:53:45,344 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:54:20,373 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:54:55,392 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:55:30,331 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:56:05,668 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:56:40,936 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:57:16,587 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:57:51,551 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:58:26,703 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:59:01,724 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 10:59:36,975 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:00:12,460 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:00:48,307 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:01:23,549 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:01:58,426 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:02:33,363 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:03:08,706 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:03:43,552 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:04:18,562 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:04:53,763 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:05:29,175 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:06:04,157 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:06:39,411 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:07:14,941 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:07:50,468 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:08:25,333 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:09:00,592 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:09:35,406 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:10:12,011 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:10:48,172 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:11:24,386 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:12:00,002 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:12:36,357 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:13:12,137 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:13:47,656 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:14:22,317 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:14:57,524 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:15:32,781 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:16:07,986 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:16:43,180 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:17:18,441 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:17:53,200 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:18:29,058 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:19:04,069 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:19:39,610 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:20:14,656 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:20:49,923 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:21:24,780 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:22:00,322 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:22:35,238 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:23:10,606 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:23:46,213 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:24:21,866 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:24:57,069 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:25:32,161 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:26:07,526 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:26:42,867 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:27:18,132 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:27:53,566 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:28:28,572 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:29:03,964 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:29:39,042 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:30:14,561 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:30:49,269 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:31:24,531 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:31:59,800 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:32:35,315 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:33:10,694 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:33:45,658 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:34:20,613 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:34:55,920 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:35:30,866 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:36:06,122 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:36:41,544 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:37:16,589 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:37:52,284 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:38:27,827 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:39:03,416 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:39:38,685 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:40:13,868 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:40:49,341 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:41:24,586 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:41:59,316 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:42:34,408 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:43:09,795 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:43:45,130 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:44:20,146 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:44:56,016 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:45:31,207 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:46:06,734 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:46:41,941 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:47:17,648 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:47:52,908 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:48:27,950 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:49:03,372 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:49:38,756 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:50:13,804 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:50:49,865 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:51:26,163 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:52:02,064 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:52:37,734 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:53:14,476 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:53:50,529 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:54:25,446 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:55:00,495 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:55:35,512 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:56:10,850 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:56:46,577 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:57:21,883 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:57:57,031 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:58:31,934 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:59:07,176 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 11:59:42,773 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:00:18,078 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:00:53,400 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:01:28,587 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:02:04,618 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:02:39,801 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:03:14,925 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:03:50,199 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:04:25,127 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:05:00,660 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:05:36,232 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:06:11,487 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:06:46,417 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:07:21,665 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:07:57,007 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:08:32,706 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:09:08,081 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:09:43,135 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:10:18,293 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:10:53,521 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:11:28,579 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:12:03,471 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:12:38,560 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:13:14,009 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:13:49,195 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:14:24,806 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:14:59,788 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:15:34,823 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:16:09,983 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:16:45,554 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:17:20,280 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:17:54,838 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:18:30,099 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:19:05,583 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:19:40,984 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:20:16,295 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:20:51,200 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:21:26,752 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:22:01,836 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:22:37,125 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:23:11,976 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:23:47,205 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:24:22,739 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:24:58,366 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:25:33,950 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:26:09,175 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:26:44,592 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:27:19,857 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:27:55,352 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:28:30,901 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:29:06,331 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:29:41,263 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:30:16,594 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:30:51,779 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:31:27,062 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:32:03,359 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:32:39,556 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:33:15,469 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:33:51,458 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:34:27,243 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:35:02,302 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:35:37,686 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:36:13,297 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:36:48,414 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:37:24,228 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:37:59,349 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:38:34,513 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:39:09,873 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:39:44,749 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:40:20,168 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:40:55,269 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:41:30,499 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:42:05,543 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:42:40,623 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:43:15,937 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:43:51,540 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:44:26,807 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:45:02,037 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:45:37,281 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:46:12,847 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:46:48,157 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:47:23,176 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:47:58,256 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:48:33,730 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:49:08,963 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:49:44,204 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:50:19,804 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:50:54,783 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:51:29,489 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:52:04,628 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:52:40,111 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:53:15,313 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:53:51,058 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:54:26,297 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:55:01,459 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:55:36,820 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:56:12,022 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:56:46,967 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:57:22,123 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:57:57,080 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:58:32,307 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:59:06,961 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 12:59:42,285 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:00:17,528 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:00:52,485 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:01:28,025 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:02:03,717 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:02:39,094 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:03:14,294 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:03:50,058 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:04:25,554 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:05:00,472 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:05:35,652 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:06:10,845 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:06:46,171 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:07:21,113 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:07:56,300 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:08:31,433 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:09:06,509 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:09:41,768 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:10:16,597 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:10:51,474 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:11:27,208 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:12:02,632 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:12:38,331 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:13:15,129 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:13:51,377 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:14:26,946 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:15:03,238 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:15:38,771 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:16:14,012 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:16:49,174 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:17:24,471 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:17:59,593 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:18:35,097 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:19:10,540 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:19:45,525 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:20:20,318 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:20:55,568 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:21:31,332 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:22:06,655 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:22:42,443 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:23:17,730 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:23:52,787 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:24:28,141 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:25:03,428 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:25:38,437 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:26:13,406 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:26:48,099 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:27:23,564 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:27:59,056 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:28:34,450 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:29:09,300 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:29:44,850 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:30:20,092 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:30:55,310 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:31:30,527 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:32:05,804 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:32:41,047 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:33:16,164 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:33:51,283 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:34:26,507 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:35:01,404 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:35:36,777 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:36:12,121 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:36:47,594 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:37:23,004 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:37:58,160 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:38:33,314 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:39:08,409 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:39:43,640 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:40:18,863 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:40:53,943 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:41:29,186 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:42:04,396 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:42:39,717 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:43:14,711 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:43:49,855 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:44:25,140 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:45:00,369 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:45:35,486 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:46:10,791 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:46:45,839 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:47:21,303 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:47:56,647 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:48:32,012 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:49:07,046 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:49:41,973 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:50:17,146 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:50:52,195 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:51:26,892 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:52:01,788 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:52:36,943 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:53:12,282 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:53:47,594 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:54:22,816 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:54:57,889 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:55:33,183 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:56:08,242 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:56:43,300 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:57:18,522 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:57:53,840 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:58:28,563 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:59:03,653 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 13:59:38,513 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:00:13,915 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:00:49,176 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:01:24,126 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:01:59,152 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:02:34,802 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:03:10,403 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:03:45,900 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:04:21,202 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:04:56,751 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:05:32,696 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:06:08,728 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:06:44,495 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:07:19,952 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:07:55,427 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:08:30,321 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:09:05,380 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:09:40,886 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:10:16,085 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:10:51,720 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:11:27,205 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:12:02,247 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:12:37,786 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:13:12,823 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:13:47,856 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:14:22,940 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:14:58,429 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:15:33,554 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:16:08,524 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:16:43,681 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:17:18,647 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:17:53,794 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:18:28,774 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:19:04,325 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:19:39,353 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:20:14,416 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:20:48,979 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:21:24,203 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:21:59,566 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:22:34,868 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:23:10,056 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:23:45,378 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:24:20,628 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:24:55,850 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:25:31,417 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:26:06,255 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:26:41,745 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:27:17,581 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:27:52,838 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:28:28,148 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:29:03,368 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:29:38,343 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:30:13,456 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:30:49,049 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:31:24,095 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:31:59,091 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:32:33,809 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:33:09,236 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:33:44,061 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:34:18,971 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:34:54,036 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:35:29,659 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:36:05,070 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:36:40,125 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:37:15,160 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:37:50,221 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:38:25,447 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:39:01,224 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:39:36,270 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:40:11,626 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:40:46,268 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:41:21,707 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:41:56,891 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:42:32,258 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:43:07,472 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:43:43,048 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:44:18,218 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:44:53,855 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:45:28,983 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:46:04,849 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:46:40,479 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:47:16,632 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:47:52,415 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:48:28,443 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:49:04,191 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:49:39,357 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:50:14,394 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:50:49,759 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:51:24,895 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:52:00,020 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:52:34,892 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:53:10,476 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:53:45,606 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:54:20,845 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:54:55,910 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:55:31,336 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:56:06,520 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:56:41,793 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:57:16,589 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:57:51,955 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:58:26,996 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:59:02,175 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 14:59:37,287 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:00:12,273 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:00:47,006 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:01:22,379 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:01:57,575 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:02:32,442 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:03:07,429 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:03:42,303 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:04:17,279 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:04:52,645 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:05:27,523 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:06:02,491 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:06:37,685 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:07:12,547 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:07:47,579 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:08:22,632 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:08:57,524 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:09:32,932 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:10:07,990 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:10:43,016 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:11:18,022 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:11:53,486 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:12:28,713 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:13:04,011 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:13:38,864 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:14:14,061 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:14:49,602 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:15:25,136 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:15:59,795 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:16:34,631 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:17:09,361 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:17:44,579 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:18:19,638 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:18:54,899 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:19:29,815 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:20:04,758 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:20:40,139 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:21:15,722 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:21:50,444 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:22:25,434 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:23:00,549 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:23:35,721 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:24:10,612 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:24:45,650 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:25:20,398 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:25:55,673 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:26:30,917 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:27:07,193 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:27:42,756 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:28:19,337 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:28:55,166 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:29:31,449 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:30:07,446 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:30:42,582 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:31:17,784 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:31:53,138 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:32:28,247 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:33:03,262 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:33:38,487 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:34:13,705 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:34:48,461 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:35:23,739 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:35:58,807 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:36:34,187 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:37:09,459 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:37:44,649 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:38:19,612 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:38:55,159 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:39:30,376 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:40:05,950 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:40:41,304 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:41:16,543 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:41:51,501 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:42:26,669 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:43:01,888 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:43:37,404 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:44:12,243 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:44:47,409 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:45:22,479 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:45:58,040 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:46:33,337 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:47:08,688 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:47:43,569 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:48:18,520 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:48:53,641 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:49:28,679 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:50:03,719 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:50:39,497 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:51:14,838 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:51:50,532 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:52:25,501 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:53:00,634 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:53:35,668 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:54:11,173 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:54:46,099 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:55:21,424 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:55:56,700 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:56:31,666 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:57:06,780 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:57:41,924 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:58:17,496 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:58:52,721 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 15:59:27,843 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:00:03,000 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:00:38,091 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:01:13,584 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:01:48,940 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:02:24,390 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:02:59,677 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:03:35,176 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:04:10,353 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:04:45,766 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:05:21,285 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:05:56,485 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:06:31,588 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:07:07,264 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:07:42,405 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:08:18,313 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:08:53,826 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:09:30,040 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:10:06,343 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:10:42,340 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:11:17,564 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:11:52,772 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:12:27,983 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:13:03,772 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:13:38,881 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:14:14,028 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:14:49,199 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:15:25,006 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:16:00,213 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:16:35,294 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:17:10,311 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:17:45,848 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:18:21,028 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:18:56,337 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:19:31,274 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:20:06,501 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:20:42,019 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:21:17,491 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:21:52,579 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:22:27,809 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:23:03,192 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:23:38,828 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:24:14,333 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:24:49,452 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:25:24,279 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:25:59,961 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:26:35,160 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:27:10,563 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:27:45,692 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:28:20,853 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:28:55,894 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:29:31,207 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:30:06,283 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:30:41,545 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:31:16,858 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:31:52,436 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:32:27,467 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:33:02,974 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:33:37,997 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:34:13,025 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:34:48,188 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:35:23,580 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:35:58,516 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:36:33,929 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:37:09,497 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:37:44,688 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:38:20,144 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:38:55,291 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:39:30,088 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:40:05,217 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:40:40,208 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:41:15,547 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:41:50,608 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:42:25,988 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:43:01,398 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:43:36,655 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:44:11,957 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:44:47,642 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:45:23,034 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:45:58,199 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:46:33,579 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:47:08,681 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:47:43,776 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:48:19,367 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:48:55,021 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:49:31,126 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:50:07,299 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:50:43,921 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:51:20,285 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:51:56,451 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:52:31,643 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:53:06,856 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:53:42,105 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:54:17,534 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:54:52,741 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:55:27,730 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:56:03,015 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:56:38,122 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:57:13,110 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:57:48,210 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:58:23,653 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:58:59,023 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 16:59:34,290 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:00:09,477 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:00:44,240 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:01:19,805 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:01:55,187 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:02:30,239 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:03:05,474 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:03:40,375 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:04:15,634 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:04:50,897 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:05:26,069 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:06:01,568 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:06:37,082 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:07:12,650 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:07:47,983 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:08:23,519 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:08:58,507 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:09:33,737 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:10:09,149 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:10:44,782 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:11:20,288 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:11:55,577 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:12:30,923 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:13:06,693 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:13:41,975 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:14:17,368 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:14:53,195 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:15:28,172 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:16:03,505 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:16:39,219 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:17:14,354 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:17:49,861 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:18:25,357 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:19:00,474 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:19:35,917 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:20:11,050 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:20:46,936 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:21:22,228 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:21:57,385 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:22:32,876 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:23:08,475 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:23:43,782 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:24:18,750 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:24:53,917 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:25:28,820 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:26:03,894 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:26:39,022 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:27:14,357 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:27:49,915 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:28:25,107 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:29:00,156 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:29:35,605 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:30:11,934 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:30:47,933 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:31:24,142 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:32:00,387 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:32:36,354 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:33:12,528 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:33:47,852 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:34:23,524 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:34:58,560 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:35:33,589 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:36:08,820 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:36:43,959 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:37:19,116 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:37:54,819 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:38:29,695 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:39:05,369 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:39:40,149 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:40:15,064 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:40:50,128 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:41:25,433 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:42:00,571 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:42:35,850 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:43:11,537 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:43:47,060 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:44:22,171 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:44:57,213 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:45:32,357 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:46:07,912 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:46:43,415 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:47:18,484 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:47:54,006 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:48:29,849 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:49:05,211 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:49:40,501 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:50:15,907 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:50:51,052 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:51:26,338 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:52:01,521 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:52:36,494 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:53:11,734 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:53:46,606 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:54:21,828 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:54:57,012 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:55:32,475 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:56:08,067 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:56:43,044 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:57:18,334 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:57:53,367 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:58:28,505 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:59:04,034 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 17:59:39,060 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:00:14,555 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:00:49,895 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:01:24,757 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:01:59,687 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:02:35,393 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:03:10,579 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:03:46,025 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:04:21,932 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:04:57,152 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:05:31,904 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:06:07,221 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:06:42,029 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:07:17,377 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:07:52,780 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:08:28,027 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:09:03,166 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:09:38,436 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:10:13,634 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:10:50,247 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:11:26,044 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:12:02,212 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:12:38,158 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:13:14,209 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:13:49,922 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:14:25,505 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:15:00,294 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:15:35,865 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:16:11,200 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:16:46,431 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:17:21,572 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:17:56,954 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:18:32,502 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:19:07,573 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:19:42,619 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:20:18,340 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:20:53,627 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:21:29,168 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:22:04,392 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:22:39,556 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:23:14,478 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:23:49,667 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:24:24,798 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:24:59,683 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:25:34,839 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:26:09,899 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:26:45,034 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:27:20,742 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:27:56,058 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:28:31,590 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:29:06,543 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:29:42,123 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:30:17,160 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:30:52,596 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:31:27,535 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:32:02,704 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:32:37,795 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:33:13,191 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:33:48,222 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:34:23,339 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:34:58,697 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:35:34,331 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:36:09,439 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:36:44,869 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:37:19,836 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:37:55,551 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:38:30,906 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:39:06,367 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:39:41,177 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:40:16,427 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:40:51,545 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:41:26,590 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:42:01,625 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:42:36,557 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:43:11,873 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:43:47,075 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:44:22,159 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:44:57,722 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:45:32,816 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:46:08,315 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:46:43,341 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:47:18,443 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:47:53,191 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:48:29,033 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:49:04,117 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:49:39,199 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:50:14,526 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:50:49,442 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:51:24,636 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:52:00,822 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:52:36,815 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:53:12,833 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:53:48,511 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:54:24,270 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:54:59,957 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:55:35,121 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:56:10,143 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:56:45,519 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:57:20,593 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:57:56,126 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:58:31,258 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:59:06,395 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 18:59:41,411 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:00:16,264 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:00:51,277 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:01:26,452 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:02:01,994 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:02:37,206 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:03:12,350 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:03:47,895 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:04:22,724 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:04:57,742 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:05:32,928 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:06:08,002 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:06:42,875 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:07:17,947 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:07:53,415 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:08:28,658 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:09:03,829 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:09:39,067 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:10:14,057 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:10:49,414 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:11:24,936 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:12:00,218 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:12:35,058 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:13:10,514 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:13:45,233 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:14:20,493 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:14:55,712 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:15:31,567 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:16:06,871 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:16:42,267 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:17:17,759 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:17:52,881 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:18:28,051 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:19:03,546 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:19:38,661 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:20:14,417 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:20:49,247 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:21:24,652 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:21:59,962 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:22:35,111 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:23:10,140 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:23:45,331 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:24:21,026 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:24:56,266 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:25:31,085 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:26:06,338 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:26:41,335 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:27:16,998 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:27:52,131 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:28:27,206 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:29:02,338 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:29:37,629 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:30:12,946 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:30:48,414 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:31:23,535 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:31:59,033 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:32:34,298 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:33:10,663 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:33:46,301 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:34:22,304 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:34:57,810 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:35:34,415 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:36:10,581 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:36:45,909 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:37:20,916 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:37:56,407 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:38:32,101 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:39:07,372 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:39:42,443 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:40:17,848 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:40:52,791 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:41:28,085 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:42:03,479 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:42:38,289 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:43:13,726 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:43:49,637 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:44:24,686 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:44:59,791 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:45:34,696 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:46:09,808 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:46:44,831 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:47:20,321 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:47:54,899 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:48:30,818 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:49:05,984 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:49:41,544 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:50:16,682 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:50:51,753 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:51:27,109 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:52:02,435 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:52:37,575 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:53:13,161 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:53:47,843 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:54:23,173 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:54:58,463 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:55:33,411 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:56:09,002 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:56:44,319 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:57:19,311 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:57:54,500 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:58:29,528 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:59:04,748 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 19:59:40,142 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:00:15,799 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:00:51,037 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:01:26,161 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:02:01,055 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:02:36,123 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:03:11,067 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:03:46,679 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:04:21,702 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:04:56,855 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:05:32,294 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:06:07,465 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:06:42,719 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:07:17,867 - testrun_d2ab6391 - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_d2ab6391', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-05-31 20:07:23,177 - testrun_d2ab6391 - [INFO] - [E:0| 0]: Train Loss:0.69705, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:08:26,538 - testrun_d2ab6391 - [INFO] - [E:0| 100]: Train Loss:0.64877, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:09:29,830 - testrun_d2ab6391 - [INFO] - [E:0| 200]: Train Loss:0.60436, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:10:33,212 - testrun_d2ab6391 - [INFO] - [E:0| 300]: Train Loss:0.56444, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:11:36,610 - testrun_d2ab6391 - [INFO] - [E:0| 400]: Train Loss:0.52851, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:12:39,939 - testrun_d2ab6391 - [INFO] - [E:0| 500]: Train Loss:0.49612, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:13:43,535 - testrun_d2ab6391 - [INFO] - [E:0| 600]: Train Loss:0.46687, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:14:47,297 - testrun_d2ab6391 - [INFO] - [E:0| 700]: Train Loss:0.4404, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:15:51,089 - testrun_d2ab6391 - [INFO] - [E:0| 800]: Train Loss:0.41641, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:16:54,788 - testrun_d2ab6391 - [INFO] - [E:0| 900]: Train Loss:0.3946, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:17:58,243 - testrun_d2ab6391 - [INFO] - [E:0| 1000]: Train Loss:0.37472, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:19:01,702 - testrun_d2ab6391 - [INFO] - [E:0| 1100]: Train Loss:0.35657, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:20:05,200 - testrun_d2ab6391 - [INFO] - [E:0| 1200]: Train Loss:0.33993, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:21:08,696 - testrun_d2ab6391 - [INFO] - [E:0| 1300]: Train Loss:0.32465, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:22:12,213 - testrun_d2ab6391 - [INFO] - [E:0| 1400]: Train Loss:0.31058, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:23:15,621 - testrun_d2ab6391 - [INFO] - [E:0| 1500]: Train Loss:0.29758, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:24:19,125 - testrun_d2ab6391 - [INFO] - [E:0| 1600]: Train Loss:0.28556, Val MRR:0.0, testrun_d2ab6391 +2023-05-31 20:25:00,662 - testrun_d2ab6391 - [INFO] - [Epoch:0]: Training Loss:0.2781 + +2023-05-31 20:25:00,926 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 20:25:22,384 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 20:25:34,832 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 20:25:56,468 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 20:26:08,784 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.00076, Head : 0.00073, Avg : 0.00075 + +2023-05-31 20:26:09,907 - testrun_d2ab6391 - [INFO] - [Epoch 0]: Training Loss: 0.2781, Valid MRR: 0.00075, + + + +2023-05-31 20:26:10,608 - testrun_d2ab6391 - [INFO] - [E:1| 0]: Train Loss:0.094403, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:27:14,105 - testrun_d2ab6391 - [INFO] - [E:1| 100]: Train Loss:0.090206, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:28:17,658 - testrun_d2ab6391 - [INFO] - [E:1| 200]: Train Loss:0.086426, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:29:21,123 - testrun_d2ab6391 - [INFO] - [E:1| 300]: Train Loss:0.082906, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:30:24,612 - testrun_d2ab6391 - [INFO] - [E:1| 400]: Train Loss:0.079636, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:31:28,098 - testrun_d2ab6391 - [INFO] - [E:1| 500]: Train Loss:0.076593, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:32:31,674 - testrun_d2ab6391 - [INFO] - [E:1| 600]: Train Loss:0.073749, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:33:35,144 - testrun_d2ab6391 - [INFO] - [E:1| 700]: Train Loss:0.071086, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:34:38,674 - testrun_d2ab6391 - [INFO] - [E:1| 800]: Train Loss:0.068586, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:35:42,142 - testrun_d2ab6391 - [INFO] - [E:1| 900]: Train Loss:0.066237, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:36:45,579 - testrun_d2ab6391 - [INFO] - [E:1| 1000]: Train Loss:0.064031, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:37:49,122 - testrun_d2ab6391 - [INFO] - [E:1| 1100]: Train Loss:0.061952, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:38:52,570 - testrun_d2ab6391 - [INFO] - [E:1| 1200]: Train Loss:0.059988, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:39:56,083 - testrun_d2ab6391 - [INFO] - [E:1| 1300]: Train Loss:0.058133, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:40:59,556 - testrun_d2ab6391 - [INFO] - [E:1| 1400]: Train Loss:0.056376, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:42:03,035 - testrun_d2ab6391 - [INFO] - [E:1| 1500]: Train Loss:0.054714, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:43:06,525 - testrun_d2ab6391 - [INFO] - [E:1| 1600]: Train Loss:0.053137, Val MRR:0.00075, testrun_d2ab6391 +2023-05-31 20:43:48,061 - testrun_d2ab6391 - [INFO] - [Epoch:1]: Training Loss:0.05214 + +2023-05-31 20:43:48,333 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 20:44:09,778 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 20:44:22,233 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 20:44:43,873 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 20:44:56,205 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.03508, Head : 0.00106, Avg : 0.01807 + +2023-05-31 20:44:57,396 - testrun_d2ab6391 - [INFO] - [Epoch 1]: Training Loss: 0.052139, Valid MRR: 0.01807, + + + +2023-05-31 20:44:58,132 - testrun_d2ab6391 - [INFO] - [E:2| 0]: Train Loss:0.028192, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:46:01,612 - testrun_d2ab6391 - [INFO] - [E:2| 100]: Train Loss:0.026538, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:47:05,103 - testrun_d2ab6391 - [INFO] - [E:2| 200]: Train Loss:0.02574, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:48:08,614 - testrun_d2ab6391 - [INFO] - [E:2| 300]: Train Loss:0.024989, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:49:12,137 - testrun_d2ab6391 - [INFO] - [E:2| 400]: Train Loss:0.024267, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:50:15,629 - testrun_d2ab6391 - [INFO] - [E:2| 500]: Train Loss:0.023583, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:51:19,154 - testrun_d2ab6391 - [INFO] - [E:2| 600]: Train Loss:0.02293, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:52:22,763 - testrun_d2ab6391 - [INFO] - [E:2| 700]: Train Loss:0.022303, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:53:26,231 - testrun_d2ab6391 - [INFO] - [E:2| 800]: Train Loss:0.021709, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:54:29,838 - testrun_d2ab6391 - [INFO] - [E:2| 900]: Train Loss:0.021141, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:55:33,757 - testrun_d2ab6391 - [INFO] - [E:2| 1000]: Train Loss:0.0206, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:56:37,638 - testrun_d2ab6391 - [INFO] - [E:2| 1100]: Train Loss:0.02008, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:57:41,399 - testrun_d2ab6391 - [INFO] - [E:2| 1200]: Train Loss:0.019581, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:58:44,942 - testrun_d2ab6391 - [INFO] - [E:2| 1300]: Train Loss:0.019106, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 20:59:48,513 - testrun_d2ab6391 - [INFO] - [E:2| 1400]: Train Loss:0.01865, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 21:00:52,010 - testrun_d2ab6391 - [INFO] - [E:2| 1500]: Train Loss:0.018212, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 21:01:55,519 - testrun_d2ab6391 - [INFO] - [E:2| 1600]: Train Loss:0.017791, Val MRR:0.01807, testrun_d2ab6391 +2023-05-31 21:02:37,041 - testrun_d2ab6391 - [INFO] - [Epoch:2]: Training Loss:0.01752 + +2023-05-31 21:02:37,330 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 21:02:58,780 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 21:03:11,211 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 21:03:32,836 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 21:03:45,152 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.06646, Head : 0.00059, Avg : 0.03353 + +2023-05-31 21:03:46,430 - testrun_d2ab6391 - [INFO] - [Epoch 2]: Training Loss: 0.017523, Valid MRR: 0.03353, + + + +2023-05-31 21:03:47,152 - testrun_d2ab6391 - [INFO] - [E:3| 0]: Train Loss:0.011014, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:04:50,667 - testrun_d2ab6391 - [INFO] - [E:3| 100]: Train Loss:0.010553, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:05:54,138 - testrun_d2ab6391 - [INFO] - [E:3| 200]: Train Loss:0.010318, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:06:57,646 - testrun_d2ab6391 - [INFO] - [E:3| 300]: Train Loss:0.010075, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:08:01,133 - testrun_d2ab6391 - [INFO] - [E:3| 400]: Train Loss:0.0098454, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:09:04,661 - testrun_d2ab6391 - [INFO] - [E:3| 500]: Train Loss:0.0096204, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:10:08,170 - testrun_d2ab6391 - [INFO] - [E:3| 600]: Train Loss:0.0094056, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:11:11,661 - testrun_d2ab6391 - [INFO] - [E:3| 700]: Train Loss:0.0091998, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:12:15,137 - testrun_d2ab6391 - [INFO] - [E:3| 800]: Train Loss:0.0090042, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:13:18,613 - testrun_d2ab6391 - [INFO] - [E:3| 900]: Train Loss:0.0088165, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:14:22,137 - testrun_d2ab6391 - [INFO] - [E:3| 1000]: Train Loss:0.0086352, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:15:25,611 - testrun_d2ab6391 - [INFO] - [E:3| 1100]: Train Loss:0.0084582, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:16:29,088 - testrun_d2ab6391 - [INFO] - [E:3| 1200]: Train Loss:0.0082849, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:17:32,654 - testrun_d2ab6391 - [INFO] - [E:3| 1300]: Train Loss:0.0081207, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:18:36,127 - testrun_d2ab6391 - [INFO] - [E:3| 1400]: Train Loss:0.007961, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:19:39,701 - testrun_d2ab6391 - [INFO] - [E:3| 1500]: Train Loss:0.0078078, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:20:43,215 - testrun_d2ab6391 - [INFO] - [E:3| 1600]: Train Loss:0.0076595, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:21:24,732 - testrun_d2ab6391 - [INFO] - [Epoch:3]: Training Loss:0.007565 + +2023-05-31 21:21:25,004 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 21:21:46,440 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 21:21:58,878 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 21:22:20,507 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 21:22:32,836 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.05941, Head : 0.00098, Avg : 0.0302 + +2023-05-31 21:22:32,886 - testrun_d2ab6391 - [INFO] - [Epoch 3]: Training Loss: 0.007565, Valid MRR: 0.03353, + + + +2023-05-31 21:22:33,587 - testrun_d2ab6391 - [INFO] - [E:4| 0]: Train Loss:0.0050202, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:23:37,051 - testrun_d2ab6391 - [INFO] - [E:4| 100]: Train Loss:0.0050867, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:24:40,545 - testrun_d2ab6391 - [INFO] - [E:4| 200]: Train Loss:0.005003, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:25:44,050 - testrun_d2ab6391 - [INFO] - [E:4| 300]: Train Loss:0.0049178, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:26:47,569 - testrun_d2ab6391 - [INFO] - [E:4| 400]: Train Loss:0.0048404, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:27:51,050 - testrun_d2ab6391 - [INFO] - [E:4| 500]: Train Loss:0.0047635, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:28:54,531 - testrun_d2ab6391 - [INFO] - [E:4| 600]: Train Loss:0.0046816, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:29:58,043 - testrun_d2ab6391 - [INFO] - [E:4| 700]: Train Loss:0.0046071, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:31:01,549 - testrun_d2ab6391 - [INFO] - [E:4| 800]: Train Loss:0.004529, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:32:05,026 - testrun_d2ab6391 - [INFO] - [E:4| 900]: Train Loss:0.0044597, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:33:08,588 - testrun_d2ab6391 - [INFO] - [E:4| 1000]: Train Loss:0.0043939, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:34:12,088 - testrun_d2ab6391 - [INFO] - [E:4| 1100]: Train Loss:0.0043277, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:35:15,739 - testrun_d2ab6391 - [INFO] - [E:4| 1200]: Train Loss:0.0042631, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:36:19,625 - testrun_d2ab6391 - [INFO] - [E:4| 1300]: Train Loss:0.0042016, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:37:23,477 - testrun_d2ab6391 - [INFO] - [E:4| 1400]: Train Loss:0.0041386, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:38:27,374 - testrun_d2ab6391 - [INFO] - [E:4| 1500]: Train Loss:0.0040792, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:39:30,908 - testrun_d2ab6391 - [INFO] - [E:4| 1600]: Train Loss:0.004023, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:40:12,413 - testrun_d2ab6391 - [INFO] - [Epoch:4]: Training Loss:0.003986 + +2023-05-31 21:40:12,678 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 21:40:34,159 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 21:40:46,608 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 21:41:08,273 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 21:41:20,606 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.06211, Head : 0.00124, Avg : 0.03168 + +2023-05-31 21:41:20,661 - testrun_d2ab6391 - [INFO] - [Epoch 4]: Training Loss: 0.003986, Valid MRR: 0.03353, + + + +2023-05-31 21:41:21,376 - testrun_d2ab6391 - [INFO] - [E:5| 0]: Train Loss:0.0029054, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:42:24,961 - testrun_d2ab6391 - [INFO] - [E:5| 100]: Train Loss:0.0030356, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:43:28,496 - testrun_d2ab6391 - [INFO] - [E:5| 200]: Train Loss:0.0030338, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:44:32,023 - testrun_d2ab6391 - [INFO] - [E:5| 300]: Train Loss:0.0029901, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:45:35,603 - testrun_d2ab6391 - [INFO] - [E:5| 400]: Train Loss:0.0029543, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:46:39,115 - testrun_d2ab6391 - [INFO] - [E:5| 500]: Train Loss:0.0029274, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:47:42,590 - testrun_d2ab6391 - [INFO] - [E:5| 600]: Train Loss:0.0028954, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:48:46,114 - testrun_d2ab6391 - [INFO] - [E:5| 700]: Train Loss:0.002861, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:49:49,650 - testrun_d2ab6391 - [INFO] - [E:5| 800]: Train Loss:0.0028268, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:50:53,196 - testrun_d2ab6391 - [INFO] - [E:5| 900]: Train Loss:0.0028011, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:51:56,687 - testrun_d2ab6391 - [INFO] - [E:5| 1000]: Train Loss:0.0027742, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:53:00,193 - testrun_d2ab6391 - [INFO] - [E:5| 1100]: Train Loss:0.0027465, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:54:03,758 - testrun_d2ab6391 - [INFO] - [E:5| 1200]: Train Loss:0.0027215, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:55:07,319 - testrun_d2ab6391 - [INFO] - [E:5| 1300]: Train Loss:0.0026948, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:56:10,828 - testrun_d2ab6391 - [INFO] - [E:5| 1400]: Train Loss:0.0026722, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:57:14,332 - testrun_d2ab6391 - [INFO] - [E:5| 1500]: Train Loss:0.0026478, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:58:17,804 - testrun_d2ab6391 - [INFO] - [E:5| 1600]: Train Loss:0.0026251, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 21:58:59,379 - testrun_d2ab6391 - [INFO] - [Epoch:5]: Training Loss:0.002611 + +2023-05-31 21:58:59,646 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 21:59:21,119 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 21:59:33,550 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 21:59:55,171 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 22:00:07,512 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.06261, Head : 0.00165, Avg : 0.03213 + +2023-05-31 22:00:07,561 - testrun_d2ab6391 - [INFO] - [Epoch 5]: Training Loss: 0.0026108, Valid MRR: 0.03353, + + + +2023-05-31 22:00:08,258 - testrun_d2ab6391 - [INFO] - [E:6| 0]: Train Loss:0.0021262, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:01:11,793 - testrun_d2ab6391 - [INFO] - [E:6| 100]: Train Loss:0.0022362, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:02:15,275 - testrun_d2ab6391 - [INFO] - [E:6| 200]: Train Loss:0.002227, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:03:18,746 - testrun_d2ab6391 - [INFO] - [E:6| 300]: Train Loss:0.0022161, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:04:22,239 - testrun_d2ab6391 - [INFO] - [E:6| 400]: Train Loss:0.0022072, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:05:25,770 - testrun_d2ab6391 - [INFO] - [E:6| 500]: Train Loss:0.0021914, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:06:29,323 - testrun_d2ab6391 - [INFO] - [E:6| 600]: Train Loss:0.0021823, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:07:32,917 - testrun_d2ab6391 - [INFO] - [E:6| 700]: Train Loss:0.0021708, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:08:36,472 - testrun_d2ab6391 - [INFO] - [E:6| 800]: Train Loss:0.002156, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:09:40,018 - testrun_d2ab6391 - [INFO] - [E:6| 900]: Train Loss:0.0021468, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:10:43,485 - testrun_d2ab6391 - [INFO] - [E:6| 1000]: Train Loss:0.0021365, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:11:47,003 - testrun_d2ab6391 - [INFO] - [E:6| 1100]: Train Loss:0.0021264, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:12:50,471 - testrun_d2ab6391 - [INFO] - [E:6| 1200]: Train Loss:0.002117, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:13:54,007 - testrun_d2ab6391 - [INFO] - [E:6| 1300]: Train Loss:0.0021103, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:14:57,579 - testrun_d2ab6391 - [INFO] - [E:6| 1400]: Train Loss:0.0021044, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:16:01,192 - testrun_d2ab6391 - [INFO] - [E:6| 1500]: Train Loss:0.0020949, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:17:04,918 - testrun_d2ab6391 - [INFO] - [E:6| 1600]: Train Loss:0.0020848, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:17:46,602 - testrun_d2ab6391 - [INFO] - [Epoch:6]: Training Loss:0.002079 + +2023-05-31 22:17:46,867 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 22:18:08,414 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 22:18:20,935 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 22:18:42,703 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 22:18:55,102 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.06087, Head : 0.00188, Avg : 0.03138 + +2023-05-31 22:18:55,152 - testrun_d2ab6391 - [INFO] - [Epoch 6]: Training Loss: 0.0020794, Valid MRR: 0.03353, + + + +2023-05-31 22:18:55,847 - testrun_d2ab6391 - [INFO] - [E:7| 0]: Train Loss:0.0019387, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:19:59,378 - testrun_d2ab6391 - [INFO] - [E:7| 100]: Train Loss:0.0019675, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:21:02,925 - testrun_d2ab6391 - [INFO] - [E:7| 200]: Train Loss:0.0019355, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:22:06,494 - testrun_d2ab6391 - [INFO] - [E:7| 300]: Train Loss:0.0019323, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:23:10,044 - testrun_d2ab6391 - [INFO] - [E:7| 400]: Train Loss:0.0019424, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:24:13,613 - testrun_d2ab6391 - [INFO] - [E:7| 500]: Train Loss:0.001931, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:25:17,139 - testrun_d2ab6391 - [INFO] - [E:7| 600]: Train Loss:0.0019244, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:26:20,727 - testrun_d2ab6391 - [INFO] - [E:7| 700]: Train Loss:0.0019214, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:27:24,289 - testrun_d2ab6391 - [INFO] - [E:7| 800]: Train Loss:0.0019163, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:28:27,863 - testrun_d2ab6391 - [INFO] - [E:7| 900]: Train Loss:0.0019094, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:29:31,389 - testrun_d2ab6391 - [INFO] - [E:7| 1000]: Train Loss:0.0019053, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:30:34,941 - testrun_d2ab6391 - [INFO] - [E:7| 1100]: Train Loss:0.0019086, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:31:38,470 - testrun_d2ab6391 - [INFO] - [E:7| 1200]: Train Loss:0.0019057, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:32:42,014 - testrun_d2ab6391 - [INFO] - [E:7| 1300]: Train Loss:0.0019002, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:33:45,553 - testrun_d2ab6391 - [INFO] - [E:7| 1400]: Train Loss:0.0018953, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:34:49,147 - testrun_d2ab6391 - [INFO] - [E:7| 1500]: Train Loss:0.0018905, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:35:52,599 - testrun_d2ab6391 - [INFO] - [E:7| 1600]: Train Loss:0.0018869, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:36:34,155 - testrun_d2ab6391 - [INFO] - [Epoch:7]: Training Loss:0.001884 + +2023-05-31 22:36:34,420 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 22:36:55,890 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 22:37:08,343 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 22:37:30,043 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 22:37:42,380 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.06124, Head : 0.00202, Avg : 0.03163 + +2023-05-31 22:37:42,429 - testrun_d2ab6391 - [INFO] - [Epoch 7]: Training Loss: 0.0018841, Valid MRR: 0.03353, + + + +2023-05-31 22:37:43,133 - testrun_d2ab6391 - [INFO] - [E:8| 0]: Train Loss:0.0017509, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:38:46,763 - testrun_d2ab6391 - [INFO] - [E:8| 100]: Train Loss:0.001864, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:39:50,301 - testrun_d2ab6391 - [INFO] - [E:8| 200]: Train Loss:0.0018684, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:40:53,912 - testrun_d2ab6391 - [INFO] - [E:8| 300]: Train Loss:0.0018536, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:41:57,439 - testrun_d2ab6391 - [INFO] - [E:8| 400]: Train Loss:0.0018462, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:43:01,058 - testrun_d2ab6391 - [INFO] - [E:8| 500]: Train Loss:0.0018421, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:44:04,564 - testrun_d2ab6391 - [INFO] - [E:8| 600]: Train Loss:0.0018372, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:45:08,095 - testrun_d2ab6391 - [INFO] - [E:8| 700]: Train Loss:0.0018318, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:46:11,660 - testrun_d2ab6391 - [INFO] - [E:8| 800]: Train Loss:0.001828, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:47:15,168 - testrun_d2ab6391 - [INFO] - [E:8| 900]: Train Loss:0.0018251, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:48:18,734 - testrun_d2ab6391 - [INFO] - [E:8| 1000]: Train Loss:0.0018239, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:49:22,365 - testrun_d2ab6391 - [INFO] - [E:8| 1100]: Train Loss:0.0018229, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:50:25,868 - testrun_d2ab6391 - [INFO] - [E:8| 1200]: Train Loss:0.0018237, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:51:29,527 - testrun_d2ab6391 - [INFO] - [E:8| 1300]: Train Loss:0.0018216, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:52:33,100 - testrun_d2ab6391 - [INFO] - [E:8| 1400]: Train Loss:0.0018205, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:53:36,634 - testrun_d2ab6391 - [INFO] - [E:8| 1500]: Train Loss:0.0018218, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:54:40,157 - testrun_d2ab6391 - [INFO] - [E:8| 1600]: Train Loss:0.0018198, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:55:21,756 - testrun_d2ab6391 - [INFO] - [Epoch:8]: Training Loss:0.001816 + +2023-05-31 22:55:22,029 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 22:55:43,501 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 22:55:55,950 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 22:56:17,597 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 22:56:30,056 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.06171, Head : 0.0025, Avg : 0.0321 + +2023-05-31 22:56:30,106 - testrun_d2ab6391 - [INFO] - [Epoch 8]: Training Loss: 0.0018164, Valid MRR: 0.03353, + + + +2023-05-31 22:56:30,802 - testrun_d2ab6391 - [INFO] - [E:9| 0]: Train Loss:0.0018396, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:57:34,736 - testrun_d2ab6391 - [INFO] - [E:9| 100]: Train Loss:0.0018155, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:58:38,690 - testrun_d2ab6391 - [INFO] - [E:9| 200]: Train Loss:0.0018234, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 22:59:42,618 - testrun_d2ab6391 - [INFO] - [E:9| 300]: Train Loss:0.0018306, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:00:46,197 - testrun_d2ab6391 - [INFO] - [E:9| 400]: Train Loss:0.0018185, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:01:49,776 - testrun_d2ab6391 - [INFO] - [E:9| 500]: Train Loss:0.00181, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:02:53,405 - testrun_d2ab6391 - [INFO] - [E:9| 600]: Train Loss:0.0018037, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:03:56,970 - testrun_d2ab6391 - [INFO] - [E:9| 700]: Train Loss:0.0017969, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:05:00,596 - testrun_d2ab6391 - [INFO] - [E:9| 800]: Train Loss:0.0017987, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:06:04,176 - testrun_d2ab6391 - [INFO] - [E:9| 900]: Train Loss:0.0017966, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:07:07,791 - testrun_d2ab6391 - [INFO] - [E:9| 1000]: Train Loss:0.0017954, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:08:11,365 - testrun_d2ab6391 - [INFO] - [E:9| 1100]: Train Loss:0.0017942, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:09:14,929 - testrun_d2ab6391 - [INFO] - [E:9| 1200]: Train Loss:0.0017954, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:10:18,536 - testrun_d2ab6391 - [INFO] - [E:9| 1300]: Train Loss:0.0017946, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:11:22,078 - testrun_d2ab6391 - [INFO] - [E:9| 1400]: Train Loss:0.001795, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:12:25,620 - testrun_d2ab6391 - [INFO] - [E:9| 1500]: Train Loss:0.0017937, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:13:29,165 - testrun_d2ab6391 - [INFO] - [E:9| 1600]: Train Loss:0.0017922, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:14:10,716 - testrun_d2ab6391 - [INFO] - [Epoch:9]: Training Loss:0.001793 + +2023-05-31 23:14:10,982 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 23:14:32,499 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 23:14:44,968 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 23:15:06,610 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 23:15:18,927 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.06237, Head : 0.00239, Avg : 0.03238 + MR: Tail : 1709.9, Head : 3939.0, Avg : 2824.4 + Hit-1: Tail : 0.0099, Head : 0.0, Avg : 0.00495 + Hit-3: Tail : 0.07928, Head : 0.0, Avg : 0.03964 + Hit-10: Tail : 0.18933, Head : 0.0001, Avg : 0.09471 +2023-05-31 23:15:18,977 - testrun_d2ab6391 - [INFO] - [Epoch 9]: Training Loss: 0.001793, Valid MRR: 0.03353, + + + +2023-05-31 23:15:19,683 - testrun_d2ab6391 - [INFO] - [E:10| 0]: Train Loss:0.0016233, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:16:23,231 - testrun_d2ab6391 - [INFO] - [E:10| 100]: Train Loss:0.0018074, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:17:26,803 - testrun_d2ab6391 - [INFO] - [E:10| 200]: Train Loss:0.00181, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:18:30,335 - testrun_d2ab6391 - [INFO] - [E:10| 300]: Train Loss:0.0018156, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:19:33,965 - testrun_d2ab6391 - [INFO] - [E:10| 400]: Train Loss:0.0018033, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:20:37,479 - testrun_d2ab6391 - [INFO] - [E:10| 500]: Train Loss:0.0018054, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:21:41,040 - testrun_d2ab6391 - [INFO] - [E:10| 600]: Train Loss:0.0018048, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:22:44,604 - testrun_d2ab6391 - [INFO] - [E:10| 700]: Train Loss:0.0017983, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:23:48,136 - testrun_d2ab6391 - [INFO] - [E:10| 800]: Train Loss:0.001793, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:24:51,688 - testrun_d2ab6391 - [INFO] - [E:10| 900]: Train Loss:0.0017847, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:25:55,289 - testrun_d2ab6391 - [INFO] - [E:10| 1000]: Train Loss:0.0017854, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:26:58,830 - testrun_d2ab6391 - [INFO] - [E:10| 1100]: Train Loss:0.0017849, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:28:02,362 - testrun_d2ab6391 - [INFO] - [E:10| 1200]: Train Loss:0.0017823, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:29:05,896 - testrun_d2ab6391 - [INFO] - [E:10| 1300]: Train Loss:0.0017808, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:30:09,473 - testrun_d2ab6391 - [INFO] - [E:10| 1400]: Train Loss:0.0017826, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:31:12,989 - testrun_d2ab6391 - [INFO] - [E:10| 1500]: Train Loss:0.0017798, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:32:16,545 - testrun_d2ab6391 - [INFO] - [E:10| 1600]: Train Loss:0.0017786, Val MRR:0.03353, testrun_d2ab6391 +2023-05-31 23:32:58,099 - testrun_d2ab6391 - [INFO] - [Epoch:10]: Training Loss:0.001779 + +2023-05-31 23:32:58,366 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 23:33:19,861 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 23:33:32,322 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 23:33:53,978 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 23:34:06,323 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.07576, Head : 0.00249, Avg : 0.03912 + +2023-05-31 23:34:07,582 - testrun_d2ab6391 - [INFO] - [Epoch 10]: Training Loss: 0.001779, Valid MRR: 0.03912, + + + +2023-05-31 23:34:08,289 - testrun_d2ab6391 - [INFO] - [E:11| 0]: Train Loss:0.001677, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:35:11,853 - testrun_d2ab6391 - [INFO] - [E:11| 100]: Train Loss:0.0017643, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:36:15,422 - testrun_d2ab6391 - [INFO] - [E:11| 200]: Train Loss:0.0017885, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:37:19,056 - testrun_d2ab6391 - [INFO] - [E:11| 300]: Train Loss:0.0017815, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:38:22,896 - testrun_d2ab6391 - [INFO] - [E:11| 400]: Train Loss:0.0017728, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:39:26,781 - testrun_d2ab6391 - [INFO] - [E:11| 500]: Train Loss:0.0017709, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:40:30,708 - testrun_d2ab6391 - [INFO] - [E:11| 600]: Train Loss:0.0017698, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:41:34,335 - testrun_d2ab6391 - [INFO] - [E:11| 700]: Train Loss:0.0017679, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:42:37,901 - testrun_d2ab6391 - [INFO] - [E:11| 800]: Train Loss:0.0017662, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:43:41,568 - testrun_d2ab6391 - [INFO] - [E:11| 900]: Train Loss:0.0017653, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:44:45,115 - testrun_d2ab6391 - [INFO] - [E:11| 1000]: Train Loss:0.0017636, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:45:48,729 - testrun_d2ab6391 - [INFO] - [E:11| 1100]: Train Loss:0.0017637, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:46:52,333 - testrun_d2ab6391 - [INFO] - [E:11| 1200]: Train Loss:0.0017633, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:47:55,865 - testrun_d2ab6391 - [INFO] - [E:11| 1300]: Train Loss:0.0017665, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:48:59,447 - testrun_d2ab6391 - [INFO] - [E:11| 1400]: Train Loss:0.0017658, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:50:02,989 - testrun_d2ab6391 - [INFO] - [E:11| 1500]: Train Loss:0.0017676, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:51:06,539 - testrun_d2ab6391 - [INFO] - [E:11| 1600]: Train Loss:0.0017655, Val MRR:0.03912, testrun_d2ab6391 +2023-05-31 23:51:48,124 - testrun_d2ab6391 - [INFO] - [Epoch:11]: Training Loss:0.001766 + +2023-05-31 23:51:48,388 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-05-31 23:52:09,831 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-05-31 23:52:22,288 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-05-31 23:52:43,902 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-05-31 23:52:56,223 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.1002, Head : 0.00194, Avg : 0.05107 + +2023-05-31 23:52:57,316 - testrun_d2ab6391 - [INFO] - [Epoch 11]: Training Loss: 0.0017655, Valid MRR: 0.05107, + + + +2023-05-31 23:52:58,019 - testrun_d2ab6391 - [INFO] - [E:12| 0]: Train Loss:0.0017982, Val MRR:0.05107, testrun_d2ab6391 +2023-05-31 23:54:01,593 - testrun_d2ab6391 - [INFO] - [E:12| 100]: Train Loss:0.0017266, Val MRR:0.05107, testrun_d2ab6391 +2023-05-31 23:55:05,220 - testrun_d2ab6391 - [INFO] - [E:12| 200]: Train Loss:0.001752, Val MRR:0.05107, testrun_d2ab6391 +2023-05-31 23:56:08,819 - testrun_d2ab6391 - [INFO] - [E:12| 300]: Train Loss:0.0017382, Val MRR:0.05107, testrun_d2ab6391 +2023-05-31 23:57:12,342 - testrun_d2ab6391 - [INFO] - [E:12| 400]: Train Loss:0.0017412, Val MRR:0.05107, testrun_d2ab6391 +2023-05-31 23:58:15,864 - testrun_d2ab6391 - [INFO] - [E:12| 500]: Train Loss:0.0017464, Val MRR:0.05107, testrun_d2ab6391 +2023-05-31 23:59:19,403 - testrun_d2ab6391 - [INFO] - [E:12| 600]: Train Loss:0.0017491, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:00:22,955 - testrun_d2ab6391 - [INFO] - [E:12| 700]: Train Loss:0.0017484, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:01:26,521 - testrun_d2ab6391 - [INFO] - [E:12| 800]: Train Loss:0.0017506, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:02:30,105 - testrun_d2ab6391 - [INFO] - [E:12| 900]: Train Loss:0.0017525, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:03:33,701 - testrun_d2ab6391 - [INFO] - [E:12| 1000]: Train Loss:0.0017534, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:04:37,251 - testrun_d2ab6391 - [INFO] - [E:12| 1100]: Train Loss:0.0017564, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:05:40,790 - testrun_d2ab6391 - [INFO] - [E:12| 1200]: Train Loss:0.0017573, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:06:44,370 - testrun_d2ab6391 - [INFO] - [E:12| 1300]: Train Loss:0.0017565, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:07:47,925 - testrun_d2ab6391 - [INFO] - [E:12| 1400]: Train Loss:0.0017542, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:08:51,466 - testrun_d2ab6391 - [INFO] - [E:12| 1500]: Train Loss:0.0017535, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:09:55,007 - testrun_d2ab6391 - [INFO] - [E:12| 1600]: Train Loss:0.0017538, Val MRR:0.05107, testrun_d2ab6391 +2023-06-01 00:10:36,558 - testrun_d2ab6391 - [INFO] - [Epoch:12]: Training Loss:0.001752 + +2023-06-01 00:10:36,823 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 00:10:58,285 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 00:11:10,736 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 00:11:32,387 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 00:11:44,727 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.13555, Head : 0.00213, Avg : 0.06884 + +2023-06-01 00:11:45,933 - testrun_d2ab6391 - [INFO] - [Epoch 12]: Training Loss: 0.0017521, Valid MRR: 0.06884, + + + +2023-06-01 00:11:46,671 - testrun_d2ab6391 - [INFO] - [E:13| 0]: Train Loss:0.0015742, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:12:50,196 - testrun_d2ab6391 - [INFO] - [E:13| 100]: Train Loss:0.0017196, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:13:53,740 - testrun_d2ab6391 - [INFO] - [E:13| 200]: Train Loss:0.0017265, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:14:57,336 - testrun_d2ab6391 - [INFO] - [E:13| 300]: Train Loss:0.0017238, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:16:00,927 - testrun_d2ab6391 - [INFO] - [E:13| 400]: Train Loss:0.0017307, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:17:05,498 - testrun_d2ab6391 - [INFO] - [E:13| 500]: Train Loss:0.0017308, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:18:22,007 - testrun_d2ab6391 - [INFO] - [E:13| 600]: Train Loss:0.0017322, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:19:31,583 - testrun_d2ab6391 - [INFO] - [E:13| 700]: Train Loss:0.0017329, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:20:36,338 - testrun_d2ab6391 - [INFO] - [E:13| 800]: Train Loss:0.0017362, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:21:55,031 - testrun_d2ab6391 - [INFO] - [E:13| 900]: Train Loss:0.0017373, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:23:27,358 - testrun_d2ab6391 - [INFO] - [E:13| 1000]: Train Loss:0.0017367, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:25:05,215 - testrun_d2ab6391 - [INFO] - [E:13| 1100]: Train Loss:0.001739, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:26:43,710 - testrun_d2ab6391 - [INFO] - [E:13| 1200]: Train Loss:0.0017369, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:28:19,939 - testrun_d2ab6391 - [INFO] - [E:13| 1300]: Train Loss:0.0017378, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:29:56,727 - testrun_d2ab6391 - [INFO] - [E:13| 1400]: Train Loss:0.0017369, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:31:32,845 - testrun_d2ab6391 - [INFO] - [E:13| 1500]: Train Loss:0.0017366, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:33:08,537 - testrun_d2ab6391 - [INFO] - [E:13| 1600]: Train Loss:0.0017356, Val MRR:0.06884, testrun_d2ab6391 +2023-06-01 00:34:13,769 - testrun_d2ab6391 - [INFO] - [Epoch:13]: Training Loss:0.001739 + +2023-06-01 00:34:14,198 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 00:34:44,579 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 00:35:04,393 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 00:35:38,643 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 00:35:58,103 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.13905, Head : 0.0024, Avg : 0.07073 + +2023-06-01 00:35:59,344 - testrun_d2ab6391 - [INFO] - [Epoch 13]: Training Loss: 0.0017388, Valid MRR: 0.07073, + + + +2023-06-01 00:36:00,439 - testrun_d2ab6391 - [INFO] - [E:14| 0]: Train Loss:0.0016938, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:37:36,842 - testrun_d2ab6391 - [INFO] - [E:14| 100]: Train Loss:0.0017495, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:39:12,834 - testrun_d2ab6391 - [INFO] - [E:14| 200]: Train Loss:0.001734, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:40:49,549 - testrun_d2ab6391 - [INFO] - [E:14| 300]: Train Loss:0.0017414, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:42:26,269 - testrun_d2ab6391 - [INFO] - [E:14| 400]: Train Loss:0.0017386, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:44:02,798 - testrun_d2ab6391 - [INFO] - [E:14| 500]: Train Loss:0.0017327, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:45:42,441 - testrun_d2ab6391 - [INFO] - [E:14| 600]: Train Loss:0.0017321, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:47:18,812 - testrun_d2ab6391 - [INFO] - [E:14| 700]: Train Loss:0.0017344, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:48:50,815 - testrun_d2ab6391 - [INFO] - [E:14| 800]: Train Loss:0.0017338, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:50:26,775 - testrun_d2ab6391 - [INFO] - [E:14| 900]: Train Loss:0.0017276, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:52:03,141 - testrun_d2ab6391 - [INFO] - [E:14| 1000]: Train Loss:0.0017261, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:53:39,086 - testrun_d2ab6391 - [INFO] - [E:14| 1100]: Train Loss:0.0017267, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:55:19,332 - testrun_d2ab6391 - [INFO] - [E:14| 1200]: Train Loss:0.001727, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:56:56,323 - testrun_d2ab6391 - [INFO] - [E:14| 1300]: Train Loss:0.0017282, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 00:58:32,720 - testrun_d2ab6391 - [INFO] - [E:14| 1400]: Train Loss:0.0017284, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 01:00:07,583 - testrun_d2ab6391 - [INFO] - [E:14| 1500]: Train Loss:0.0017242, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 01:01:42,053 - testrun_d2ab6391 - [INFO] - [E:14| 1600]: Train Loss:0.0017237, Val MRR:0.07073, testrun_d2ab6391 +2023-06-01 01:02:46,468 - testrun_d2ab6391 - [INFO] - [Epoch:14]: Training Loss:0.001725 + +2023-06-01 01:02:46,879 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 01:03:17,684 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 01:03:37,556 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 01:04:11,886 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 01:04:31,404 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.15383, Head : 0.0035, Avg : 0.07867 + +2023-06-01 01:04:32,674 - testrun_d2ab6391 - [INFO] - [Epoch 14]: Training Loss: 0.0017249, Valid MRR: 0.07867, + + + +2023-06-01 01:04:33,751 - testrun_d2ab6391 - [INFO] - [E:15| 0]: Train Loss:0.0016824, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:06:10,104 - testrun_d2ab6391 - [INFO] - [E:15| 100]: Train Loss:0.0017445, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:07:46,548 - testrun_d2ab6391 - [INFO] - [E:15| 200]: Train Loss:0.0017251, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:09:23,445 - testrun_d2ab6391 - [INFO] - [E:15| 300]: Train Loss:0.0017191, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:11:00,388 - testrun_d2ab6391 - [INFO] - [E:15| 400]: Train Loss:0.0017192, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:12:36,811 - testrun_d2ab6391 - [INFO] - [E:15| 500]: Train Loss:0.0017147, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:14:16,393 - testrun_d2ab6391 - [INFO] - [E:15| 600]: Train Loss:0.001716, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:15:52,638 - testrun_d2ab6391 - [INFO] - [E:15| 700]: Train Loss:0.0017156, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:17:28,974 - testrun_d2ab6391 - [INFO] - [E:15| 800]: Train Loss:0.0017157, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:19:05,707 - testrun_d2ab6391 - [INFO] - [E:15| 900]: Train Loss:0.0017143, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:20:42,039 - testrun_d2ab6391 - [INFO] - [E:15| 1000]: Train Loss:0.0017155, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:22:18,746 - testrun_d2ab6391 - [INFO] - [E:15| 1100]: Train Loss:0.0017187, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:23:55,850 - testrun_d2ab6391 - [INFO] - [E:15| 1200]: Train Loss:0.0017171, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:25:35,333 - testrun_d2ab6391 - [INFO] - [E:15| 1300]: Train Loss:0.0017151, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:27:12,162 - testrun_d2ab6391 - [INFO] - [E:15| 1400]: Train Loss:0.0017116, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:28:49,037 - testrun_d2ab6391 - [INFO] - [E:15| 1500]: Train Loss:0.0017119, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:30:26,438 - testrun_d2ab6391 - [INFO] - [E:15| 1600]: Train Loss:0.001711, Val MRR:0.07867, testrun_d2ab6391 +2023-06-01 01:31:28,888 - testrun_d2ab6391 - [INFO] - [Epoch:15]: Training Loss:0.001712 + +2023-06-01 01:31:29,209 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 01:32:03,550 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 01:32:23,365 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 01:32:57,582 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 01:33:15,417 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.16489, Head : 0.0047, Avg : 0.0848 + +2023-06-01 01:33:16,696 - testrun_d2ab6391 - [INFO] - [Epoch 15]: Training Loss: 0.0017115, Valid MRR: 0.0848, + + + +2023-06-01 01:33:17,560 - testrun_d2ab6391 - [INFO] - [E:16| 0]: Train Loss:0.0016219, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:34:57,443 - testrun_d2ab6391 - [INFO] - [E:16| 100]: Train Loss:0.0016786, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:36:34,014 - testrun_d2ab6391 - [INFO] - [E:16| 200]: Train Loss:0.0016868, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:38:10,728 - testrun_d2ab6391 - [INFO] - [E:16| 300]: Train Loss:0.0016944, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:39:47,078 - testrun_d2ab6391 - [INFO] - [E:16| 400]: Train Loss:0.0016919, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:41:22,250 - testrun_d2ab6391 - [INFO] - [E:16| 500]: Train Loss:0.0016921, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:42:57,006 - testrun_d2ab6391 - [INFO] - [E:16| 600]: Train Loss:0.001696, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:44:35,190 - testrun_d2ab6391 - [INFO] - [E:16| 700]: Train Loss:0.0017016, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:46:12,905 - testrun_d2ab6391 - [INFO] - [E:16| 800]: Train Loss:0.0016999, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:47:50,130 - testrun_d2ab6391 - [INFO] - [E:16| 900]: Train Loss:0.0016975, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:49:27,395 - testrun_d2ab6391 - [INFO] - [E:16| 1000]: Train Loss:0.0016973, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:51:04,031 - testrun_d2ab6391 - [INFO] - [E:16| 1100]: Train Loss:0.0016955, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:52:41,077 - testrun_d2ab6391 - [INFO] - [E:16| 1200]: Train Loss:0.0016936, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:54:18,078 - testrun_d2ab6391 - [INFO] - [E:16| 1300]: Train Loss:0.0016936, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:55:55,875 - testrun_d2ab6391 - [INFO] - [E:16| 1400]: Train Loss:0.0016959, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:57:36,312 - testrun_d2ab6391 - [INFO] - [E:16| 1500]: Train Loss:0.0016972, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 01:59:13,411 - testrun_d2ab6391 - [INFO] - [E:16| 1600]: Train Loss:0.001697, Val MRR:0.0848, testrun_d2ab6391 +2023-06-01 02:00:15,483 - testrun_d2ab6391 - [INFO] - [Epoch:16]: Training Loss:0.001696 + +2023-06-01 02:00:15,886 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 02:00:50,193 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 02:01:09,991 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 02:01:41,056 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 02:02:00,524 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.19886, Head : 0.00572, Avg : 0.10229 + +2023-06-01 02:02:01,857 - testrun_d2ab6391 - [INFO] - [Epoch 16]: Training Loss: 0.0016958, Valid MRR: 0.10229, + + + +2023-06-01 02:02:02,878 - testrun_d2ab6391 - [INFO] - [E:17| 0]: Train Loss:0.0022027, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:03:39,653 - testrun_d2ab6391 - [INFO] - [E:17| 100]: Train Loss:0.0016848, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:05:16,695 - testrun_d2ab6391 - [INFO] - [E:17| 200]: Train Loss:0.0017025, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:06:56,889 - testrun_d2ab6391 - [INFO] - [E:17| 300]: Train Loss:0.0017016, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:08:34,669 - testrun_d2ab6391 - [INFO] - [E:17| 400]: Train Loss:0.0016926, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:10:11,658 - testrun_d2ab6391 - [INFO] - [E:17| 500]: Train Loss:0.0016909, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:11:48,353 - testrun_d2ab6391 - [INFO] - [E:17| 600]: Train Loss:0.001695, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:13:25,109 - testrun_d2ab6391 - [INFO] - [E:17| 700]: Train Loss:0.0016935, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:15:02,525 - testrun_d2ab6391 - [INFO] - [E:17| 800]: Train Loss:0.0016918, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:16:39,477 - testrun_d2ab6391 - [INFO] - [E:17| 900]: Train Loss:0.001689, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:18:17,423 - testrun_d2ab6391 - [INFO] - [E:17| 1000]: Train Loss:0.0016869, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:19:56,884 - testrun_d2ab6391 - [INFO] - [E:17| 1100]: Train Loss:0.0016843, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:21:33,503 - testrun_d2ab6391 - [INFO] - [E:17| 1200]: Train Loss:0.0016831, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:23:09,091 - testrun_d2ab6391 - [INFO] - [E:17| 1300]: Train Loss:0.0016808, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:24:44,944 - testrun_d2ab6391 - [INFO] - [E:17| 1400]: Train Loss:0.0016815, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:26:22,383 - testrun_d2ab6391 - [INFO] - [E:17| 1500]: Train Loss:0.0016825, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:27:59,671 - testrun_d2ab6391 - [INFO] - [E:17| 1600]: Train Loss:0.0016804, Val MRR:0.10229, testrun_d2ab6391 +2023-06-01 02:29:05,721 - testrun_d2ab6391 - [INFO] - [Epoch:17]: Training Loss:0.00168 + +2023-06-01 02:29:06,130 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 02:29:37,249 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 02:29:56,985 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 02:30:31,940 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 02:30:51,654 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.20533, Head : 0.00731, Avg : 0.10632 + +2023-06-01 02:30:52,794 - testrun_d2ab6391 - [INFO] - [Epoch 17]: Training Loss: 0.0016805, Valid MRR: 0.10632, + + + +2023-06-01 02:30:53,860 - testrun_d2ab6391 - [INFO] - [E:18| 0]: Train Loss:0.0016636, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:32:31,322 - testrun_d2ab6391 - [INFO] - [E:18| 100]: Train Loss:0.0016686, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:34:08,771 - testrun_d2ab6391 - [INFO] - [E:18| 200]: Train Loss:0.001674, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:35:46,073 - testrun_d2ab6391 - [INFO] - [E:18| 300]: Train Loss:0.0016721, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:37:23,491 - testrun_d2ab6391 - [INFO] - [E:18| 400]: Train Loss:0.0016655, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:39:00,909 - testrun_d2ab6391 - [INFO] - [E:18| 500]: Train Loss:0.0016711, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:40:39,408 - testrun_d2ab6391 - [INFO] - [E:18| 600]: Train Loss:0.0016704, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:42:19,419 - testrun_d2ab6391 - [INFO] - [E:18| 700]: Train Loss:0.001676, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:43:56,665 - testrun_d2ab6391 - [INFO] - [E:18| 800]: Train Loss:0.0016759, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:45:34,237 - testrun_d2ab6391 - [INFO] - [E:18| 900]: Train Loss:0.0016745, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:47:11,247 - testrun_d2ab6391 - [INFO] - [E:18| 1000]: Train Loss:0.0016721, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:48:48,628 - testrun_d2ab6391 - [INFO] - [E:18| 1100]: Train Loss:0.0016687, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:50:25,975 - testrun_d2ab6391 - [INFO] - [E:18| 1200]: Train Loss:0.0016678, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:52:03,385 - testrun_d2ab6391 - [INFO] - [E:18| 1300]: Train Loss:0.0016687, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:53:40,778 - testrun_d2ab6391 - [INFO] - [E:18| 1400]: Train Loss:0.0016692, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:55:20,943 - testrun_d2ab6391 - [INFO] - [E:18| 1500]: Train Loss:0.001667, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:56:59,692 - testrun_d2ab6391 - [INFO] - [E:18| 1600]: Train Loss:0.0016658, Val MRR:0.10632, testrun_d2ab6391 +2023-06-01 02:58:02,184 - testrun_d2ab6391 - [INFO] - [Epoch:18]: Training Loss:0.001665 + +2023-06-01 02:58:02,622 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 02:58:36,900 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 02:58:57,069 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 02:59:28,260 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 02:59:48,117 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.21485, Head : 0.00917, Avg : 0.11201 + +2023-06-01 02:59:49,268 - testrun_d2ab6391 - [INFO] - [Epoch 18]: Training Loss: 0.0016646, Valid MRR: 0.11201, + + + +2023-06-01 02:59:50,346 - testrun_d2ab6391 - [INFO] - [E:19| 0]: Train Loss:0.0014505, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:01:27,556 - testrun_d2ab6391 - [INFO] - [E:19| 100]: Train Loss:0.0016642, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:03:05,214 - testrun_d2ab6391 - [INFO] - [E:19| 200]: Train Loss:0.0016522, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:04:43,363 - testrun_d2ab6391 - [INFO] - [E:19| 300]: Train Loss:0.0016548, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:06:23,536 - testrun_d2ab6391 - [INFO] - [E:19| 400]: Train Loss:0.0016509, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:08:01,556 - testrun_d2ab6391 - [INFO] - [E:19| 500]: Train Loss:0.0016442, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:09:39,052 - testrun_d2ab6391 - [INFO] - [E:19| 600]: Train Loss:0.0016459, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:11:16,528 - testrun_d2ab6391 - [INFO] - [E:19| 700]: Train Loss:0.0016468, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:12:53,744 - testrun_d2ab6391 - [INFO] - [E:19| 800]: Train Loss:0.0016465, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:14:31,204 - testrun_d2ab6391 - [INFO] - [E:19| 900]: Train Loss:0.0016479, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:16:08,614 - testrun_d2ab6391 - [INFO] - [E:19| 1000]: Train Loss:0.0016457, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:17:46,175 - testrun_d2ab6391 - [INFO] - [E:19| 1100]: Train Loss:0.0016461, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:19:25,414 - testrun_d2ab6391 - [INFO] - [E:19| 1200]: Train Loss:0.0016492, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:21:04,552 - testrun_d2ab6391 - [INFO] - [E:19| 1300]: Train Loss:0.0016506, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:22:41,852 - testrun_d2ab6391 - [INFO] - [E:19| 1400]: Train Loss:0.0016518, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:24:19,305 - testrun_d2ab6391 - [INFO] - [E:19| 1500]: Train Loss:0.0016506, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:25:56,792 - testrun_d2ab6391 - [INFO] - [E:19| 1600]: Train Loss:0.001648, Val MRR:0.11201, testrun_d2ab6391 +2023-06-01 03:26:59,280 - testrun_d2ab6391 - [INFO] - [Epoch:19]: Training Loss:0.001648 + +2023-06-01 03:26:59,705 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 03:27:33,986 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 03:27:54,145 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 03:28:28,519 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 03:28:45,727 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.23319, Head : 0.01632, Avg : 0.12475 + MR: Tail : 1269.9, Head : 2786.1, Avg : 2028.0 + Hit-1: Tail : 0.17295, Head : 0.00391, Avg : 0.08843 + Hit-3: Tail : 0.27905, Head : 0.01381, Avg : 0.14643 + Hit-10: Tail : 0.32972, Head : 0.03909, Avg : 0.18441 +2023-06-01 03:28:47,249 - testrun_d2ab6391 - [INFO] - [Epoch 19]: Training Loss: 0.0016481, Valid MRR: 0.12475, + + + +2023-06-01 03:28:48,332 - testrun_d2ab6391 - [INFO] - [E:20| 0]: Train Loss:0.0014899, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:30:27,732 - testrun_d2ab6391 - [INFO] - [E:20| 100]: Train Loss:0.0016163, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:32:06,648 - testrun_d2ab6391 - [INFO] - [E:20| 200]: Train Loss:0.0016182, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:33:43,877 - testrun_d2ab6391 - [INFO] - [E:20| 300]: Train Loss:0.0016279, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:35:21,079 - testrun_d2ab6391 - [INFO] - [E:20| 400]: Train Loss:0.0016253, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:36:58,558 - testrun_d2ab6391 - [INFO] - [E:20| 500]: Train Loss:0.0016322, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:38:35,912 - testrun_d2ab6391 - [INFO] - [E:20| 600]: Train Loss:0.0016346, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:40:13,430 - testrun_d2ab6391 - [INFO] - [E:20| 700]: Train Loss:0.001634, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:41:51,045 - testrun_d2ab6391 - [INFO] - [E:20| 800]: Train Loss:0.0016356, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:43:29,809 - testrun_d2ab6391 - [INFO] - [E:20| 900]: Train Loss:0.0016339, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:45:09,857 - testrun_d2ab6391 - [INFO] - [E:20| 1000]: Train Loss:0.0016385, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:46:46,528 - testrun_d2ab6391 - [INFO] - [E:20| 1100]: Train Loss:0.0016373, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:48:23,141 - testrun_d2ab6391 - [INFO] - [E:20| 1200]: Train Loss:0.0016379, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:50:00,007 - testrun_d2ab6391 - [INFO] - [E:20| 1300]: Train Loss:0.0016365, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:51:37,050 - testrun_d2ab6391 - [INFO] - [E:20| 1400]: Train Loss:0.0016363, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:53:13,762 - testrun_d2ab6391 - [INFO] - [E:20| 1500]: Train Loss:0.0016364, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:54:50,530 - testrun_d2ab6391 - [INFO] - [E:20| 1600]: Train Loss:0.0016335, Val MRR:0.12475, testrun_d2ab6391 +2023-06-01 03:55:55,345 - testrun_d2ab6391 - [INFO] - [Epoch:20]: Training Loss:0.001632 + +2023-06-01 03:55:55,741 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 03:56:30,040 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 03:56:46,346 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 03:57:20,672 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 03:57:40,157 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.23749, Head : 0.02783, Avg : 0.13266 + +2023-06-01 03:57:41,527 - testrun_d2ab6391 - [INFO] - [Epoch 20]: Training Loss: 0.0016323, Valid MRR: 0.13266, + + + +2023-06-01 03:57:42,612 - testrun_d2ab6391 - [INFO] - [E:21| 0]: Train Loss:0.0017629, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 03:59:19,421 - testrun_d2ab6391 - [INFO] - [E:21| 100]: Train Loss:0.0016049, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:00:55,886 - testrun_d2ab6391 - [INFO] - [E:21| 200]: Train Loss:0.0016163, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:02:32,462 - testrun_d2ab6391 - [INFO] - [E:21| 300]: Train Loss:0.0016196, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:04:10,542 - testrun_d2ab6391 - [INFO] - [E:21| 400]: Train Loss:0.0016268, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:05:48,970 - testrun_d2ab6391 - [INFO] - [E:21| 500]: Train Loss:0.0016252, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:07:25,562 - testrun_d2ab6391 - [INFO] - [E:21| 600]: Train Loss:0.0016211, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:09:01,826 - testrun_d2ab6391 - [INFO] - [E:21| 700]: Train Loss:0.0016216, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:10:38,260 - testrun_d2ab6391 - [INFO] - [E:21| 800]: Train Loss:0.00162, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:12:14,295 - testrun_d2ab6391 - [INFO] - [E:21| 900]: Train Loss:0.0016209, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:13:50,408 - testrun_d2ab6391 - [INFO] - [E:21| 1000]: Train Loss:0.0016204, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:15:29,350 - testrun_d2ab6391 - [INFO] - [E:21| 1100]: Train Loss:0.0016187, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:17:07,301 - testrun_d2ab6391 - [INFO] - [E:21| 1200]: Train Loss:0.0016164, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:18:43,479 - testrun_d2ab6391 - [INFO] - [E:21| 1300]: Train Loss:0.0016178, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:20:20,323 - testrun_d2ab6391 - [INFO] - [E:21| 1400]: Train Loss:0.0016161, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:21:56,512 - testrun_d2ab6391 - [INFO] - [E:21| 1500]: Train Loss:0.0016155, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:23:32,292 - testrun_d2ab6391 - [INFO] - [E:21| 1600]: Train Loss:0.0016161, Val MRR:0.13266, testrun_d2ab6391 +2023-06-01 04:24:36,224 - testrun_d2ab6391 - [INFO] - [Epoch:21]: Training Loss:0.001615 + +2023-06-01 04:24:36,621 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 04:25:08,130 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 04:25:26,643 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 04:26:00,456 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 04:26:19,951 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.2477, Head : 0.03711, Avg : 0.1424 + +2023-06-01 04:26:20,998 - testrun_d2ab6391 - [INFO] - [Epoch 21]: Training Loss: 0.0016154, Valid MRR: 0.1424, + + + +2023-06-01 04:26:22,019 - testrun_d2ab6391 - [INFO] - [E:22| 0]: Train Loss:0.0017235, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:27:58,492 - testrun_d2ab6391 - [INFO] - [E:22| 100]: Train Loss:0.0016018, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:29:35,113 - testrun_d2ab6391 - [INFO] - [E:22| 200]: Train Loss:0.0015983, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:31:11,908 - testrun_d2ab6391 - [INFO] - [E:22| 300]: Train Loss:0.0015981, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:32:48,149 - testrun_d2ab6391 - [INFO] - [E:22| 400]: Train Loss:0.0015968, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:34:27,817 - testrun_d2ab6391 - [INFO] - [E:22| 500]: Train Loss:0.001604, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:36:04,538 - testrun_d2ab6391 - [INFO] - [E:22| 600]: Train Loss:0.0016034, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:37:41,228 - testrun_d2ab6391 - [INFO] - [E:22| 700]: Train Loss:0.0016045, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:39:18,171 - testrun_d2ab6391 - [INFO] - [E:22| 800]: Train Loss:0.001606, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:40:54,437 - testrun_d2ab6391 - [INFO] - [E:22| 900]: Train Loss:0.0016042, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:42:31,408 - testrun_d2ab6391 - [INFO] - [E:22| 1000]: Train Loss:0.001606, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:44:08,114 - testrun_d2ab6391 - [INFO] - [E:22| 1100]: Train Loss:0.0016055, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:45:48,202 - testrun_d2ab6391 - [INFO] - [E:22| 1200]: Train Loss:0.001604, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:47:25,179 - testrun_d2ab6391 - [INFO] - [E:22| 1300]: Train Loss:0.0016039, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:49:01,640 - testrun_d2ab6391 - [INFO] - [E:22| 1400]: Train Loss:0.0016017, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:50:38,259 - testrun_d2ab6391 - [INFO] - [E:22| 1500]: Train Loss:0.0016004, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:52:14,554 - testrun_d2ab6391 - [INFO] - [E:22| 1600]: Train Loss:0.0015999, Val MRR:0.1424, testrun_d2ab6391 +2023-06-01 04:53:20,032 - testrun_d2ab6391 - [INFO] - [Epoch:22]: Training Loss:0.001599 + +2023-06-01 04:53:20,449 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 04:53:51,272 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 04:54:10,994 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 04:54:45,377 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 04:55:04,898 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.24968, Head : 0.04575, Avg : 0.14772 + +2023-06-01 04:55:06,239 - testrun_d2ab6391 - [INFO] - [Epoch 22]: Training Loss: 0.0015992, Valid MRR: 0.14772, + + + +2023-06-01 04:55:07,320 - testrun_d2ab6391 - [INFO] - [E:23| 0]: Train Loss:0.0016951, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 04:56:44,233 - testrun_d2ab6391 - [INFO] - [E:23| 100]: Train Loss:0.0015901, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 04:58:20,929 - testrun_d2ab6391 - [INFO] - [E:23| 200]: Train Loss:0.0015855, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 04:59:57,270 - testrun_d2ab6391 - [INFO] - [E:23| 300]: Train Loss:0.0015825, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:01:33,779 - testrun_d2ab6391 - [INFO] - [E:23| 400]: Train Loss:0.0015788, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:03:10,524 - testrun_d2ab6391 - [INFO] - [E:23| 500]: Train Loss:0.001579, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:04:47,950 - testrun_d2ab6391 - [INFO] - [E:23| 600]: Train Loss:0.0015842, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:06:24,196 - testrun_d2ab6391 - [INFO] - [E:23| 700]: Train Loss:0.0015819, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:07:59,777 - testrun_d2ab6391 - [INFO] - [E:23| 800]: Train Loss:0.0015809, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:09:36,550 - testrun_d2ab6391 - [INFO] - [E:23| 900]: Train Loss:0.0015811, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:11:13,500 - testrun_d2ab6391 - [INFO] - [E:23| 1000]: Train Loss:0.0015816, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:12:50,206 - testrun_d2ab6391 - [INFO] - [E:23| 1100]: Train Loss:0.0015832, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:14:27,137 - testrun_d2ab6391 - [INFO] - [E:23| 1200]: Train Loss:0.0015822, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:16:07,122 - testrun_d2ab6391 - [INFO] - [E:23| 1300]: Train Loss:0.0015837, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:17:43,287 - testrun_d2ab6391 - [INFO] - [E:23| 1400]: Train Loss:0.0015823, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:19:19,915 - testrun_d2ab6391 - [INFO] - [E:23| 1500]: Train Loss:0.0015823, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:20:56,818 - testrun_d2ab6391 - [INFO] - [E:23| 1600]: Train Loss:0.0015837, Val MRR:0.14772, testrun_d2ab6391 +2023-06-01 05:21:59,355 - testrun_d2ab6391 - [INFO] - [Epoch:23]: Training Loss:0.001583 + +2023-06-01 05:21:59,683 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 05:22:33,633 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 05:22:53,498 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 05:23:27,821 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 05:23:45,954 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.26565, Head : 0.05075, Avg : 0.1582 + +2023-06-01 05:23:47,011 - testrun_d2ab6391 - [INFO] - [Epoch 23]: Training Loss: 0.001583, Valid MRR: 0.1582, + + + +2023-06-01 05:23:47,900 - testrun_d2ab6391 - [INFO] - [E:24| 0]: Train Loss:0.0015337, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:25:27,399 - testrun_d2ab6391 - [INFO] - [E:24| 100]: Train Loss:0.0015668, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:27:04,187 - testrun_d2ab6391 - [INFO] - [E:24| 200]: Train Loss:0.0015683, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:28:40,408 - testrun_d2ab6391 - [INFO] - [E:24| 300]: Train Loss:0.0015672, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:30:13,025 - testrun_d2ab6391 - [INFO] - [E:24| 400]: Train Loss:0.0015738, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:31:49,767 - testrun_d2ab6391 - [INFO] - [E:24| 500]: Train Loss:0.0015745, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:33:26,581 - testrun_d2ab6391 - [INFO] - [E:24| 600]: Train Loss:0.0015756, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:35:06,181 - testrun_d2ab6391 - [INFO] - [E:24| 700]: Train Loss:0.0015756, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:36:43,770 - testrun_d2ab6391 - [INFO] - [E:24| 800]: Train Loss:0.0015752, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:38:20,735 - testrun_d2ab6391 - [INFO] - [E:24| 900]: Train Loss:0.0015758, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:39:58,109 - testrun_d2ab6391 - [INFO] - [E:24| 1000]: Train Loss:0.0015751, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:41:35,640 - testrun_d2ab6391 - [INFO] - [E:24| 1100]: Train Loss:0.0015719, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:43:12,972 - testrun_d2ab6391 - [INFO] - [E:24| 1200]: Train Loss:0.0015734, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:44:50,401 - testrun_d2ab6391 - [INFO] - [E:24| 1300]: Train Loss:0.0015716, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:46:28,099 - testrun_d2ab6391 - [INFO] - [E:24| 1400]: Train Loss:0.0015717, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:48:07,611 - testrun_d2ab6391 - [INFO] - [E:24| 1500]: Train Loss:0.0015679, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:49:46,784 - testrun_d2ab6391 - [INFO] - [E:24| 1600]: Train Loss:0.0015682, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:50:49,310 - testrun_d2ab6391 - [INFO] - [Epoch:24]: Training Loss:0.001567 + +2023-06-01 05:50:49,714 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 05:51:23,995 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 05:51:43,813 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 05:52:14,989 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 05:52:34,912 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.25729, Head : 0.0524, Avg : 0.15485 + +2023-06-01 05:52:34,972 - testrun_d2ab6391 - [INFO] - [Epoch 24]: Training Loss: 0.0015673, Valid MRR: 0.1582, + + + +2023-06-01 05:52:36,012 - testrun_d2ab6391 - [INFO] - [E:25| 0]: Train Loss:0.0016805, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:54:13,419 - testrun_d2ab6391 - [INFO] - [E:25| 100]: Train Loss:0.001563, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:55:51,072 - testrun_d2ab6391 - [INFO] - [E:25| 200]: Train Loss:0.0015662, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:57:29,226 - testrun_d2ab6391 - [INFO] - [E:25| 300]: Train Loss:0.0015604, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 05:59:09,455 - testrun_d2ab6391 - [INFO] - [E:25| 400]: Train Loss:0.0015595, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:00:47,637 - testrun_d2ab6391 - [INFO] - [E:25| 500]: Train Loss:0.0015586, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:02:25,159 - testrun_d2ab6391 - [INFO] - [E:25| 600]: Train Loss:0.0015557, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:04:02,706 - testrun_d2ab6391 - [INFO] - [E:25| 700]: Train Loss:0.0015583, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:05:40,281 - testrun_d2ab6391 - [INFO] - [E:25| 800]: Train Loss:0.0015549, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:07:17,783 - testrun_d2ab6391 - [INFO] - [E:25| 900]: Train Loss:0.0015574, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:08:46,263 - testrun_d2ab6391 - [INFO] - [E:25| 1000]: Train Loss:0.0015563, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:09:49,890 - testrun_d2ab6391 - [INFO] - [E:25| 1100]: Train Loss:0.0015545, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:10:53,502 - testrun_d2ab6391 - [INFO] - [E:25| 1200]: Train Loss:0.0015539, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:11:57,231 - testrun_d2ab6391 - [INFO] - [E:25| 1300]: Train Loss:0.0015537, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:13:00,933 - testrun_d2ab6391 - [INFO] - [E:25| 1400]: Train Loss:0.0015535, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:14:04,941 - testrun_d2ab6391 - [INFO] - [E:25| 1500]: Train Loss:0.001554, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:15:09,404 - testrun_d2ab6391 - [INFO] - [E:25| 1600]: Train Loss:0.0015536, Val MRR:0.1582, testrun_d2ab6391 +2023-06-01 06:15:51,765 - testrun_d2ab6391 - [INFO] - [Epoch:25]: Training Loss:0.001552 + +2023-06-01 06:15:52,057 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 06:16:13,642 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 06:16:30,883 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 06:17:08,159 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 06:17:29,355 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.3036, Head : 0.05366, Avg : 0.17863 + +2023-06-01 06:17:30,871 - testrun_d2ab6391 - [INFO] - [Epoch 25]: Training Loss: 0.0015523, Valid MRR: 0.17863, + + + +2023-06-01 06:17:32,004 - testrun_d2ab6391 - [INFO] - [E:26| 0]: Train Loss:0.0015429, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:18:50,105 - testrun_d2ab6391 - [INFO] - [E:26| 100]: Train Loss:0.0015334, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:20:12,390 - testrun_d2ab6391 - [INFO] - [E:26| 200]: Train Loss:0.0015364, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:21:58,647 - testrun_d2ab6391 - [INFO] - [E:26| 300]: Train Loss:0.0015376, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:23:30,542 - testrun_d2ab6391 - [INFO] - [E:26| 400]: Train Loss:0.0015371, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:25:16,852 - testrun_d2ab6391 - [INFO] - [E:26| 500]: Train Loss:0.0015377, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:26:55,887 - testrun_d2ab6391 - [INFO] - [E:26| 600]: Train Loss:0.001536, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:28:41,469 - testrun_d2ab6391 - [INFO] - [E:26| 700]: Train Loss:0.0015373, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:30:23,299 - testrun_d2ab6391 - [INFO] - [E:26| 800]: Train Loss:0.0015389, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:32:02,613 - testrun_d2ab6391 - [INFO] - [E:26| 900]: Train Loss:0.0015403, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:33:47,765 - testrun_d2ab6391 - [INFO] - [E:26| 1000]: Train Loss:0.0015406, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:35:24,163 - testrun_d2ab6391 - [INFO] - [E:26| 1100]: Train Loss:0.0015414, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:37:09,437 - testrun_d2ab6391 - [INFO] - [E:26| 1200]: Train Loss:0.0015397, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:38:45,355 - testrun_d2ab6391 - [INFO] - [E:26| 1300]: Train Loss:0.0015398, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:40:30,598 - testrun_d2ab6391 - [INFO] - [E:26| 1400]: Train Loss:0.001539, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:42:07,833 - testrun_d2ab6391 - [INFO] - [E:26| 1500]: Train Loss:0.0015389, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:43:53,009 - testrun_d2ab6391 - [INFO] - [E:26| 1600]: Train Loss:0.0015367, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:45:01,870 - testrun_d2ab6391 - [INFO] - [Epoch:26]: Training Loss:0.001537 + +2023-06-01 06:45:02,346 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 06:45:31,685 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 06:45:51,034 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 06:46:27,864 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 06:46:48,865 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.27889, Head : 0.0574, Avg : 0.16815 + +2023-06-01 06:46:48,914 - testrun_d2ab6391 - [INFO] - [Epoch 26]: Training Loss: 0.0015375, Valid MRR: 0.17863, + + + +2023-06-01 06:46:50,017 - testrun_d2ab6391 - [INFO] - [E:27| 0]: Train Loss:0.0016031, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:48:35,113 - testrun_d2ab6391 - [INFO] - [E:27| 100]: Train Loss:0.0015438, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:50:11,140 - testrun_d2ab6391 - [INFO] - [E:27| 200]: Train Loss:0.0015295, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:51:56,210 - testrun_d2ab6391 - [INFO] - [E:27| 300]: Train Loss:0.0015309, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:53:33,274 - testrun_d2ab6391 - [INFO] - [E:27| 400]: Train Loss:0.0015285, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:55:18,395 - testrun_d2ab6391 - [INFO] - [E:27| 500]: Train Loss:0.0015319, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:56:55,513 - testrun_d2ab6391 - [INFO] - [E:27| 600]: Train Loss:0.0015305, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 06:58:40,714 - testrun_d2ab6391 - [INFO] - [E:27| 700]: Train Loss:0.0015293, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:00:20,601 - testrun_d2ab6391 - [INFO] - [E:27| 800]: Train Loss:0.0015303, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:02:02,009 - testrun_d2ab6391 - [INFO] - [E:27| 900]: Train Loss:0.0015282, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:03:47,362 - testrun_d2ab6391 - [INFO] - [E:27| 1000]: Train Loss:0.0015279, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:05:23,565 - testrun_d2ab6391 - [INFO] - [E:27| 1100]: Train Loss:0.0015276, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:07:07,998 - testrun_d2ab6391 - [INFO] - [E:27| 1200]: Train Loss:0.0015267, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:08:44,436 - testrun_d2ab6391 - [INFO] - [E:27| 1300]: Train Loss:0.0015249, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:10:29,059 - testrun_d2ab6391 - [INFO] - [E:27| 1400]: Train Loss:0.0015236, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:12:05,078 - testrun_d2ab6391 - [INFO] - [E:27| 1500]: Train Loss:0.0015236, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:13:50,187 - testrun_d2ab6391 - [INFO] - [E:27| 1600]: Train Loss:0.0015236, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:14:59,792 - testrun_d2ab6391 - [INFO] - [Epoch:27]: Training Loss:0.001524 + +2023-06-01 07:15:00,269 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 07:15:29,183 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 07:15:50,658 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 07:16:27,936 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 07:16:49,275 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.27236, Head : 0.058, Avg : 0.16518 + +2023-06-01 07:16:49,324 - testrun_d2ab6391 - [INFO] - [Epoch 27]: Training Loss: 0.001524, Valid MRR: 0.17863, + + + +2023-06-01 07:16:50,418 - testrun_d2ab6391 - [INFO] - [E:28| 0]: Train Loss:0.0016273, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:18:36,803 - testrun_d2ab6391 - [INFO] - [E:28| 100]: Train Loss:0.0015396, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:20:15,172 - testrun_d2ab6391 - [INFO] - [E:28| 200]: Train Loss:0.001534, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:22:01,525 - testrun_d2ab6391 - [INFO] - [E:28| 300]: Train Loss:0.0015279, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:23:39,882 - testrun_d2ab6391 - [INFO] - [E:28| 400]: Train Loss:0.0015241, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:25:26,226 - testrun_d2ab6391 - [INFO] - [E:28| 500]: Train Loss:0.0015243, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:27:04,594 - testrun_d2ab6391 - [INFO] - [E:28| 600]: Train Loss:0.0015255, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:28:51,084 - testrun_d2ab6391 - [INFO] - [E:28| 700]: Train Loss:0.0015226, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:30:29,407 - testrun_d2ab6391 - [INFO] - [E:28| 800]: Train Loss:0.0015194, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:32:15,843 - testrun_d2ab6391 - [INFO] - [E:28| 900]: Train Loss:0.0015189, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:33:54,330 - testrun_d2ab6391 - [INFO] - [E:28| 1000]: Train Loss:0.0015156, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:35:40,795 - testrun_d2ab6391 - [INFO] - [E:28| 1100]: Train Loss:0.0015159, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:37:19,156 - testrun_d2ab6391 - [INFO] - [E:28| 1200]: Train Loss:0.0015141, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:39:05,569 - testrun_d2ab6391 - [INFO] - [E:28| 1300]: Train Loss:0.0015135, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:40:47,242 - testrun_d2ab6391 - [INFO] - [E:28| 1400]: Train Loss:0.0015133, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:42:30,394 - testrun_d2ab6391 - [INFO] - [E:28| 1500]: Train Loss:0.0015129, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:44:15,284 - testrun_d2ab6391 - [INFO] - [E:28| 1600]: Train Loss:0.0015114, Val MRR:0.17863, testrun_d2ab6391 +2023-06-01 07:45:18,352 - testrun_d2ab6391 - [INFO] - [Epoch:28]: Training Loss:0.001511 + +2023-06-01 07:45:18,832 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 07:45:55,850 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 07:46:17,334 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 07:46:54,456 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 07:47:15,254 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.30428, Head : 0.05932, Avg : 0.1818 + +2023-06-01 07:47:16,496 - testrun_d2ab6391 - [INFO] - [Epoch 28]: Training Loss: 0.0015107, Valid MRR: 0.1818, + + + +2023-06-01 07:47:17,572 - testrun_d2ab6391 - [INFO] - [E:29| 0]: Train Loss:0.0016254, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 07:48:54,010 - testrun_d2ab6391 - [INFO] - [E:29| 100]: Train Loss:0.0014952, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 07:50:38,537 - testrun_d2ab6391 - [INFO] - [E:29| 200]: Train Loss:0.0015088, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 07:52:15,905 - testrun_d2ab6391 - [INFO] - [E:29| 300]: Train Loss:0.001509, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 07:54:01,129 - testrun_d2ab6391 - [INFO] - [E:29| 400]: Train Loss:0.0015068, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 07:55:39,081 - testrun_d2ab6391 - [INFO] - [E:29| 500]: Train Loss:0.0015062, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 07:57:23,570 - testrun_d2ab6391 - [INFO] - [E:29| 600]: Train Loss:0.0015037, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 07:59:06,367 - testrun_d2ab6391 - [INFO] - [E:29| 700]: Train Loss:0.0015051, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:00:48,622 - testrun_d2ab6391 - [INFO] - [E:29| 800]: Train Loss:0.0015018, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:02:34,579 - testrun_d2ab6391 - [INFO] - [E:29| 900]: Train Loss:0.0015003, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:04:10,310 - testrun_d2ab6391 - [INFO] - [E:29| 1000]: Train Loss:0.0014989, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:05:55,516 - testrun_d2ab6391 - [INFO] - [E:29| 1100]: Train Loss:0.0014984, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:07:32,577 - testrun_d2ab6391 - [INFO] - [E:29| 1200]: Train Loss:0.0014984, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:09:17,744 - testrun_d2ab6391 - [INFO] - [E:29| 1300]: Train Loss:0.0014976, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:10:54,859 - testrun_d2ab6391 - [INFO] - [E:29| 1400]: Train Loss:0.0014961, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:12:40,763 - testrun_d2ab6391 - [INFO] - [E:29| 1500]: Train Loss:0.0014963, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:14:18,579 - testrun_d2ab6391 - [INFO] - [E:29| 1600]: Train Loss:0.0014962, Val MRR:0.1818, testrun_d2ab6391 +2023-06-01 08:15:27,593 - testrun_d2ab6391 - [INFO] - [Epoch:29]: Training Loss:0.001497 + +2023-06-01 08:15:28,010 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 08:16:04,806 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 08:16:26,074 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 08:17:03,173 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 08:17:23,881 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.31221, Head : 0.06098, Avg : 0.1866 + MR: Tail : 1058.0, Head : 2190.0, Avg : 1624.0 + Hit-1: Tail : 0.25257, Head : 0.04335, Avg : 0.14796 + Hit-3: Tail : 0.34759, Head : 0.06552, Avg : 0.20655 + Hit-10: Tail : 0.40825, Head : 0.08863, Avg : 0.24844 +2023-06-01 08:17:25,014 - testrun_d2ab6391 - [INFO] - [Epoch 29]: Training Loss: 0.0014971, Valid MRR: 0.1866, + + + +2023-06-01 08:17:25,890 - testrun_d2ab6391 - [INFO] - [E:30| 0]: Train Loss:0.0014079, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:19:06,270 - testrun_d2ab6391 - [INFO] - [E:30| 100]: Train Loss:0.0014887, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:20:52,089 - testrun_d2ab6391 - [INFO] - [E:30| 200]: Train Loss:0.0015, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:22:29,728 - testrun_d2ab6391 - [INFO] - [E:30| 300]: Train Loss:0.0014964, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:24:15,519 - testrun_d2ab6391 - [INFO] - [E:30| 400]: Train Loss:0.0014939, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:25:53,164 - testrun_d2ab6391 - [INFO] - [E:30| 500]: Train Loss:0.0014909, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:27:38,894 - testrun_d2ab6391 - [INFO] - [E:30| 600]: Train Loss:0.0014883, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:29:16,061 - testrun_d2ab6391 - [INFO] - [E:30| 700]: Train Loss:0.001487, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:31:01,457 - testrun_d2ab6391 - [INFO] - [E:30| 800]: Train Loss:0.0014904, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:32:38,962 - testrun_d2ab6391 - [INFO] - [E:30| 900]: Train Loss:0.0014911, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:34:23,993 - testrun_d2ab6391 - [INFO] - [E:30| 1000]: Train Loss:0.0014908, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:36:03,793 - testrun_d2ab6391 - [INFO] - [E:30| 1100]: Train Loss:0.0014903, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:37:47,176 - testrun_d2ab6391 - [INFO] - [E:30| 1200]: Train Loss:0.0014896, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:39:31,455 - testrun_d2ab6391 - [INFO] - [E:30| 1300]: Train Loss:0.0014887, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:41:11,430 - testrun_d2ab6391 - [INFO] - [E:30| 1400]: Train Loss:0.0014872, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:42:56,528 - testrun_d2ab6391 - [INFO] - [E:30| 1500]: Train Loss:0.0014861, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:44:33,586 - testrun_d2ab6391 - [INFO] - [E:30| 1600]: Train Loss:0.0014848, Val MRR:0.1866, testrun_d2ab6391 +2023-06-01 08:45:42,238 - testrun_d2ab6391 - [INFO] - [Epoch:30]: Training Loss:0.001485 + +2023-06-01 08:45:42,594 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 08:46:19,228 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 08:46:40,351 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 08:47:09,978 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 08:47:30,136 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.32285, Head : 0.06329, Avg : 0.19307 + +2023-06-01 08:47:31,282 - testrun_d2ab6391 - [INFO] - [Epoch 30]: Training Loss: 0.0014845, Valid MRR: 0.19307, + + + +2023-06-01 08:47:32,358 - testrun_d2ab6391 - [INFO] - [E:31| 0]: Train Loss:0.0015145, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 08:49:17,188 - testrun_d2ab6391 - [INFO] - [E:31| 100]: Train Loss:0.0014651, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 08:50:54,247 - testrun_d2ab6391 - [INFO] - [E:31| 200]: Train Loss:0.0014736, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 08:52:39,219 - testrun_d2ab6391 - [INFO] - [E:31| 300]: Train Loss:0.0014773, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 08:54:20,863 - testrun_d2ab6391 - [INFO] - [E:31| 400]: Train Loss:0.0014793, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 08:56:01,438 - testrun_d2ab6391 - [INFO] - [E:31| 500]: Train Loss:0.0014783, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 08:57:46,457 - testrun_d2ab6391 - [INFO] - [E:31| 600]: Train Loss:0.0014759, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 08:59:23,316 - testrun_d2ab6391 - [INFO] - [E:31| 700]: Train Loss:0.001476, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:01:08,630 - testrun_d2ab6391 - [INFO] - [E:31| 800]: Train Loss:0.0014738, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:02:45,851 - testrun_d2ab6391 - [INFO] - [E:31| 900]: Train Loss:0.0014731, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:04:30,785 - testrun_d2ab6391 - [INFO] - [E:31| 1000]: Train Loss:0.0014743, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:06:07,778 - testrun_d2ab6391 - [INFO] - [E:31| 1100]: Train Loss:0.0014737, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:07:52,899 - testrun_d2ab6391 - [INFO] - [E:31| 1200]: Train Loss:0.0014733, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:09:29,367 - testrun_d2ab6391 - [INFO] - [E:31| 1300]: Train Loss:0.0014725, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:11:13,395 - testrun_d2ab6391 - [INFO] - [E:31| 1400]: Train Loss:0.0014729, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:12:55,933 - testrun_d2ab6391 - [INFO] - [E:31| 1500]: Train Loss:0.0014724, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:14:35,389 - testrun_d2ab6391 - [INFO] - [E:31| 1600]: Train Loss:0.0014722, Val MRR:0.19307, testrun_d2ab6391 +2023-06-01 09:15:44,277 - testrun_d2ab6391 - [INFO] - [Epoch:31]: Training Loss:0.001472 + +2023-06-01 09:15:44,635 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 09:16:21,204 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 09:16:39,246 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 09:17:11,159 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 09:17:32,154 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.32367, Head : 0.06685, Avg : 0.19526 + +2023-06-01 09:17:33,737 - testrun_d2ab6391 - [INFO] - [Epoch 31]: Training Loss: 0.0014721, Valid MRR: 0.19526, + + + +2023-06-01 09:17:34,934 - testrun_d2ab6391 - [INFO] - [E:32| 0]: Train Loss:0.0013977, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:19:19,883 - testrun_d2ab6391 - [INFO] - [E:32| 100]: Train Loss:0.0014593, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:20:56,765 - testrun_d2ab6391 - [INFO] - [E:32| 200]: Train Loss:0.0014603, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:22:41,964 - testrun_d2ab6391 - [INFO] - [E:32| 300]: Train Loss:0.0014652, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:24:19,383 - testrun_d2ab6391 - [INFO] - [E:32| 400]: Train Loss:0.0014668, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:26:04,613 - testrun_d2ab6391 - [INFO] - [E:32| 500]: Train Loss:0.0014659, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:27:46,086 - testrun_d2ab6391 - [INFO] - [E:32| 600]: Train Loss:0.0014649, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:29:29,039 - testrun_d2ab6391 - [INFO] - [E:32| 700]: Train Loss:0.0014679, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:31:13,544 - testrun_d2ab6391 - [INFO] - [E:32| 800]: Train Loss:0.0014663, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:32:50,044 - testrun_d2ab6391 - [INFO] - [E:32| 900]: Train Loss:0.0014644, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:34:35,091 - testrun_d2ab6391 - [INFO] - [E:32| 1000]: Train Loss:0.0014627, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:36:12,370 - testrun_d2ab6391 - [INFO] - [E:32| 1100]: Train Loss:0.0014625, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:37:57,174 - testrun_d2ab6391 - [INFO] - [E:32| 1200]: Train Loss:0.001462, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:39:34,172 - testrun_d2ab6391 - [INFO] - [E:32| 1300]: Train Loss:0.0014614, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:41:19,105 - testrun_d2ab6391 - [INFO] - [E:32| 1400]: Train Loss:0.0014608, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:42:56,070 - testrun_d2ab6391 - [INFO] - [E:32| 1500]: Train Loss:0.00146, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:44:41,035 - testrun_d2ab6391 - [INFO] - [E:32| 1600]: Train Loss:0.0014603, Val MRR:0.19526, testrun_d2ab6391 +2023-06-01 09:45:49,750 - testrun_d2ab6391 - [INFO] - [Epoch:32]: Training Loss:0.00146 + +2023-06-01 09:45:50,215 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 09:46:21,917 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 09:46:39,742 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 09:47:16,538 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 09:47:37,510 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.32914, Head : 0.0743, Avg : 0.20172 + +2023-06-01 09:47:38,851 - testrun_d2ab6391 - [INFO] - [Epoch 32]: Training Loss: 0.0014598, Valid MRR: 0.20172, + + + +2023-06-01 09:47:39,901 - testrun_d2ab6391 - [INFO] - [E:33| 0]: Train Loss:0.0014295, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 09:49:24,785 - testrun_d2ab6391 - [INFO] - [E:33| 100]: Train Loss:0.0014451, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 09:51:00,363 - testrun_d2ab6391 - [INFO] - [E:33| 200]: Train Loss:0.0014531, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 09:52:44,409 - testrun_d2ab6391 - [INFO] - [E:33| 300]: Train Loss:0.0014536, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 09:54:22,429 - testrun_d2ab6391 - [INFO] - [E:33| 400]: Train Loss:0.0014512, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 09:56:08,536 - testrun_d2ab6391 - [INFO] - [E:33| 500]: Train Loss:0.0014522, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 09:57:46,641 - testrun_d2ab6391 - [INFO] - [E:33| 600]: Train Loss:0.0014532, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 09:59:32,665 - testrun_d2ab6391 - [INFO] - [E:33| 700]: Train Loss:0.0014518, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:01:12,668 - testrun_d2ab6391 - [INFO] - [E:33| 800]: Train Loss:0.0014515, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:02:56,978 - testrun_d2ab6391 - [INFO] - [E:33| 900]: Train Loss:0.0014504, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:04:40,582 - testrun_d2ab6391 - [INFO] - [E:33| 1000]: Train Loss:0.0014494, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:06:21,230 - testrun_d2ab6391 - [INFO] - [E:33| 1100]: Train Loss:0.0014487, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:08:07,301 - testrun_d2ab6391 - [INFO] - [E:33| 1200]: Train Loss:0.00145, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:09:45,267 - testrun_d2ab6391 - [INFO] - [E:33| 1300]: Train Loss:0.0014499, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:11:31,264 - testrun_d2ab6391 - [INFO] - [E:33| 1400]: Train Loss:0.0014492, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:13:09,447 - testrun_d2ab6391 - [INFO] - [E:33| 1500]: Train Loss:0.0014489, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:14:55,275 - testrun_d2ab6391 - [INFO] - [E:33| 1600]: Train Loss:0.0014484, Val MRR:0.20172, testrun_d2ab6391 +2023-06-01 10:15:56,941 - testrun_d2ab6391 - [INFO] - [Epoch:33]: Training Loss:0.001447 + +2023-06-01 10:15:57,276 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 10:16:33,991 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 10:16:55,350 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 10:17:32,583 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 10:17:53,780 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.32793, Head : 0.08775, Avg : 0.20784 + +2023-06-01 10:17:54,834 - testrun_d2ab6391 - [INFO] - [Epoch 33]: Training Loss: 0.0014474, Valid MRR: 0.20784, + + + +2023-06-01 10:17:55,978 - testrun_d2ab6391 - [INFO] - [E:34| 0]: Train Loss:0.001412, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:19:34,102 - testrun_d2ab6391 - [INFO] - [E:34| 100]: Train Loss:0.0014265, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:21:19,982 - testrun_d2ab6391 - [INFO] - [E:34| 200]: Train Loss:0.0014446, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:23:01,376 - testrun_d2ab6391 - [INFO] - [E:34| 300]: Train Loss:0.0014439, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:24:42,793 - testrun_d2ab6391 - [INFO] - [E:34| 400]: Train Loss:0.0014438, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:26:28,626 - testrun_d2ab6391 - [INFO] - [E:34| 500]: Train Loss:0.0014424, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:28:05,642 - testrun_d2ab6391 - [INFO] - [E:34| 600]: Train Loss:0.00144, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:29:51,965 - testrun_d2ab6391 - [INFO] - [E:34| 700]: Train Loss:0.0014376, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:31:29,412 - testrun_d2ab6391 - [INFO] - [E:34| 800]: Train Loss:0.001437, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:33:16,012 - testrun_d2ab6391 - [INFO] - [E:34| 900]: Train Loss:0.0014372, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:34:52,928 - testrun_d2ab6391 - [INFO] - [E:34| 1000]: Train Loss:0.0014374, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:36:38,986 - testrun_d2ab6391 - [INFO] - [E:34| 1100]: Train Loss:0.0014379, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:38:17,234 - testrun_d2ab6391 - [INFO] - [E:34| 1200]: Train Loss:0.0014376, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:40:03,257 - testrun_d2ab6391 - [INFO] - [E:34| 1300]: Train Loss:0.0014381, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:41:40,290 - testrun_d2ab6391 - [INFO] - [E:34| 1400]: Train Loss:0.0014374, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:43:26,301 - testrun_d2ab6391 - [INFO] - [E:34| 1500]: Train Loss:0.0014373, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:45:07,819 - testrun_d2ab6391 - [INFO] - [E:34| 1600]: Train Loss:0.0014372, Val MRR:0.20784, testrun_d2ab6391 +2023-06-01 10:46:12,916 - testrun_d2ab6391 - [INFO] - [Epoch:34]: Training Loss:0.001437 + +2023-06-01 10:46:13,359 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 10:46:50,382 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 10:47:11,791 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 10:47:48,818 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 10:48:09,995 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.33939, Head : 0.09131, Avg : 0.21535 + +2023-06-01 10:48:11,118 - testrun_d2ab6391 - [INFO] - [Epoch 34]: Training Loss: 0.0014366, Valid MRR: 0.21535, + + + +2023-06-01 10:48:12,231 - testrun_d2ab6391 - [INFO] - [E:35| 0]: Train Loss:0.0014693, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 10:49:48,999 - testrun_d2ab6391 - [INFO] - [E:35| 100]: Train Loss:0.0014424, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 10:51:35,052 - testrun_d2ab6391 - [INFO] - [E:35| 200]: Train Loss:0.0014368, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 10:53:13,005 - testrun_d2ab6391 - [INFO] - [E:35| 300]: Train Loss:0.0014278, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 10:54:59,088 - testrun_d2ab6391 - [INFO] - [E:35| 400]: Train Loss:0.0014282, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 10:56:37,093 - testrun_d2ab6391 - [INFO] - [E:35| 500]: Train Loss:0.0014289, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 10:58:23,091 - testrun_d2ab6391 - [INFO] - [E:35| 600]: Train Loss:0.001429, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:00:01,421 - testrun_d2ab6391 - [INFO] - [E:35| 700]: Train Loss:0.0014296, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:01:47,458 - testrun_d2ab6391 - [INFO] - [E:35| 800]: Train Loss:0.0014291, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:03:27,596 - testrun_d2ab6391 - [INFO] - [E:35| 900]: Train Loss:0.0014298, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:05:11,057 - testrun_d2ab6391 - [INFO] - [E:35| 1000]: Train Loss:0.0014286, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:06:55,226 - testrun_d2ab6391 - [INFO] - [E:35| 1100]: Train Loss:0.0014276, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:08:35,483 - testrun_d2ab6391 - [INFO] - [E:35| 1200]: Train Loss:0.0014261, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:10:21,781 - testrun_d2ab6391 - [INFO] - [E:35| 1300]: Train Loss:0.001427, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:12:00,730 - testrun_d2ab6391 - [INFO] - [E:35| 1400]: Train Loss:0.001427, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:13:47,426 - testrun_d2ab6391 - [INFO] - [E:35| 1500]: Train Loss:0.0014263, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:15:25,767 - testrun_d2ab6391 - [INFO] - [E:35| 1600]: Train Loss:0.0014264, Val MRR:0.21535, testrun_d2ab6391 +2023-06-01 11:16:35,094 - testrun_d2ab6391 - [INFO] - [Epoch:35]: Training Loss:0.001426 + +2023-06-01 11:16:35,544 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 11:17:12,499 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 11:17:33,908 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 11:18:04,017 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 11:18:24,440 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.34392, Head : 0.09727, Avg : 0.2206 + +2023-06-01 11:18:25,665 - testrun_d2ab6391 - [INFO] - [Epoch 35]: Training Loss: 0.0014257, Valid MRR: 0.2206, + + + +2023-06-01 11:18:26,797 - testrun_d2ab6391 - [INFO] - [E:36| 0]: Train Loss:0.0014487, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:20:12,906 - testrun_d2ab6391 - [INFO] - [E:36| 100]: Train Loss:0.0014137, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:21:50,865 - testrun_d2ab6391 - [INFO] - [E:36| 200]: Train Loss:0.0014215, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:23:36,933 - testrun_d2ab6391 - [INFO] - [E:36| 300]: Train Loss:0.001418, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:25:16,898 - testrun_d2ab6391 - [INFO] - [E:36| 400]: Train Loss:0.0014212, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:27:01,193 - testrun_d2ab6391 - [INFO] - [E:36| 500]: Train Loss:0.0014188, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:28:44,644 - testrun_d2ab6391 - [INFO] - [E:36| 600]: Train Loss:0.0014168, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:30:25,161 - testrun_d2ab6391 - [INFO] - [E:36| 700]: Train Loss:0.001415, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:32:11,156 - testrun_d2ab6391 - [INFO] - [E:36| 800]: Train Loss:0.0014149, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:33:49,071 - testrun_d2ab6391 - [INFO] - [E:36| 900]: Train Loss:0.0014152, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:35:34,790 - testrun_d2ab6391 - [INFO] - [E:36| 1000]: Train Loss:0.001414, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:37:13,068 - testrun_d2ab6391 - [INFO] - [E:36| 1100]: Train Loss:0.0014144, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:38:59,015 - testrun_d2ab6391 - [INFO] - [E:36| 1200]: Train Loss:0.0014145, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:40:37,178 - testrun_d2ab6391 - [INFO] - [E:36| 1300]: Train Loss:0.0014139, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:42:23,163 - testrun_d2ab6391 - [INFO] - [E:36| 1400]: Train Loss:0.0014139, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:44:01,300 - testrun_d2ab6391 - [INFO] - [E:36| 1500]: Train Loss:0.0014138, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:45:47,468 - testrun_d2ab6391 - [INFO] - [E:36| 1600]: Train Loss:0.0014137, Val MRR:0.2206, testrun_d2ab6391 +2023-06-01 11:46:56,147 - testrun_d2ab6391 - [INFO] - [Epoch:36]: Training Loss:0.001414 + +2023-06-01 11:46:56,480 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 11:47:26,116 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 11:47:47,544 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 11:48:24,727 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 11:48:45,873 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.34901, Head : 0.10508, Avg : 0.22704 + +2023-06-01 11:48:47,003 - testrun_d2ab6391 - [INFO] - [Epoch 36]: Training Loss: 0.0014143, Valid MRR: 0.22704, + + + +2023-06-01 11:48:48,073 - testrun_d2ab6391 - [INFO] - [E:37| 0]: Train Loss:0.0015228, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 11:50:32,549 - testrun_d2ab6391 - [INFO] - [E:37| 100]: Train Loss:0.0014043, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 11:52:13,022 - testrun_d2ab6391 - [INFO] - [E:37| 200]: Train Loss:0.001407, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 11:53:59,964 - testrun_d2ab6391 - [INFO] - [E:37| 300]: Train Loss:0.0014082, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 11:55:38,188 - testrun_d2ab6391 - [INFO] - [E:37| 400]: Train Loss:0.0014019, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 11:57:24,063 - testrun_d2ab6391 - [INFO] - [E:37| 500]: Train Loss:0.0014052, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 11:59:02,068 - testrun_d2ab6391 - [INFO] - [E:37| 600]: Train Loss:0.001406, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:00:48,093 - testrun_d2ab6391 - [INFO] - [E:37| 700]: Train Loss:0.0014066, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:02:26,256 - testrun_d2ab6391 - [INFO] - [E:37| 800]: Train Loss:0.0014061, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:04:12,149 - testrun_d2ab6391 - [INFO] - [E:37| 900]: Train Loss:0.0014071, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:05:50,265 - testrun_d2ab6391 - [INFO] - [E:37| 1000]: Train Loss:0.0014062, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:07:36,259 - testrun_d2ab6391 - [INFO] - [E:37| 1100]: Train Loss:0.0014059, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:09:14,200 - testrun_d2ab6391 - [INFO] - [E:37| 1200]: Train Loss:0.0014054, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:11:00,058 - testrun_d2ab6391 - [INFO] - [E:37| 1300]: Train Loss:0.0014053, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:12:40,576 - testrun_d2ab6391 - [INFO] - [E:37| 1400]: Train Loss:0.0014054, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:14:23,993 - testrun_d2ab6391 - [INFO] - [E:37| 1500]: Train Loss:0.0014055, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:16:08,225 - testrun_d2ab6391 - [INFO] - [E:37| 1600]: Train Loss:0.0014054, Val MRR:0.22704, testrun_d2ab6391 +2023-06-01 12:17:11,341 - testrun_d2ab6391 - [INFO] - [Epoch:37]: Training Loss:0.001405 + +2023-06-01 12:17:11,738 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 12:17:48,655 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 12:18:10,071 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 12:18:47,222 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 12:19:08,410 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.35388, Head : 0.10782, Avg : 0.23085 + +2023-06-01 12:19:09,696 - testrun_d2ab6391 - [INFO] - [Epoch 37]: Training Loss: 0.0014048, Valid MRR: 0.23085, + + + +2023-06-01 12:19:10,855 - testrun_d2ab6391 - [INFO] - [E:38| 0]: Train Loss:0.0014966, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:20:48,822 - testrun_d2ab6391 - [INFO] - [E:38| 100]: Train Loss:0.0014054, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:22:34,743 - testrun_d2ab6391 - [INFO] - [E:38| 200]: Train Loss:0.0014073, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:24:12,774 - testrun_d2ab6391 - [INFO] - [E:38| 300]: Train Loss:0.0014048, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:25:58,741 - testrun_d2ab6391 - [INFO] - [E:38| 400]: Train Loss:0.0014011, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:27:36,707 - testrun_d2ab6391 - [INFO] - [E:38| 500]: Train Loss:0.0014012, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:29:22,525 - testrun_d2ab6391 - [INFO] - [E:38| 600]: Train Loss:0.0014011, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:31:00,589 - testrun_d2ab6391 - [INFO] - [E:38| 700]: Train Loss:0.0014048, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:32:46,941 - testrun_d2ab6391 - [INFO] - [E:38| 800]: Train Loss:0.0014029, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:34:28,705 - testrun_d2ab6391 - [INFO] - [E:38| 900]: Train Loss:0.0014025, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:36:11,863 - testrun_d2ab6391 - [INFO] - [E:38| 1000]: Train Loss:0.0014026, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:37:56,301 - testrun_d2ab6391 - [INFO] - [E:38| 1100]: Train Loss:0.0013999, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:39:35,629 - testrun_d2ab6391 - [INFO] - [E:38| 1200]: Train Loss:0.0013987, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:41:21,591 - testrun_d2ab6391 - [INFO] - [E:38| 1300]: Train Loss:0.001398, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:42:59,625 - testrun_d2ab6391 - [INFO] - [E:38| 1400]: Train Loss:0.0013976, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:44:45,430 - testrun_d2ab6391 - [INFO] - [E:38| 1500]: Train Loss:0.0013975, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:46:23,519 - testrun_d2ab6391 - [INFO] - [E:38| 1600]: Train Loss:0.0013961, Val MRR:0.23085, testrun_d2ab6391 +2023-06-01 12:47:32,755 - testrun_d2ab6391 - [INFO] - [Epoch:38]: Training Loss:0.001395 + +2023-06-01 12:47:33,232 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 12:48:10,153 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 12:48:31,500 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 12:49:03,469 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 12:49:21,780 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.36209, Head : 0.11598, Avg : 0.23904 + +2023-06-01 12:49:23,008 - testrun_d2ab6391 - [INFO] - [Epoch 38]: Training Loss: 0.0013952, Valid MRR: 0.23904, + + + +2023-06-01 12:49:24,167 - testrun_d2ab6391 - [INFO] - [E:39| 0]: Train Loss:0.0013952, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 12:51:09,894 - testrun_d2ab6391 - [INFO] - [E:39| 100]: Train Loss:0.0013992, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 12:52:48,143 - testrun_d2ab6391 - [INFO] - [E:39| 200]: Train Loss:0.0013872, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 12:54:33,671 - testrun_d2ab6391 - [INFO] - [E:39| 300]: Train Loss:0.0013904, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 12:56:15,639 - testrun_d2ab6391 - [INFO] - [E:39| 400]: Train Loss:0.0013905, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 12:57:57,490 - testrun_d2ab6391 - [INFO] - [E:39| 500]: Train Loss:0.0013883, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 12:59:43,069 - testrun_d2ab6391 - [INFO] - [E:39| 600]: Train Loss:0.0013896, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:01:21,150 - testrun_d2ab6391 - [INFO] - [E:39| 700]: Train Loss:0.0013886, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:03:07,063 - testrun_d2ab6391 - [INFO] - [E:39| 800]: Train Loss:0.0013876, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:04:44,941 - testrun_d2ab6391 - [INFO] - [E:39| 900]: Train Loss:0.0013874, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:06:30,819 - testrun_d2ab6391 - [INFO] - [E:39| 1000]: Train Loss:0.001386, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:08:08,716 - testrun_d2ab6391 - [INFO] - [E:39| 1100]: Train Loss:0.0013851, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:09:54,710 - testrun_d2ab6391 - [INFO] - [E:39| 1200]: Train Loss:0.0013847, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:11:32,519 - testrun_d2ab6391 - [INFO] - [E:39| 1300]: Train Loss:0.0013851, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:13:19,082 - testrun_d2ab6391 - [INFO] - [E:39| 1400]: Train Loss:0.0013851, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:14:57,714 - testrun_d2ab6391 - [INFO] - [E:39| 1500]: Train Loss:0.0013857, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:16:43,591 - testrun_d2ab6391 - [INFO] - [E:39| 1600]: Train Loss:0.0013851, Val MRR:0.23904, testrun_d2ab6391 +2023-06-01 13:17:29,278 - testrun_d2ab6391 - [INFO] - [Epoch:39]: Training Loss:0.001385 + +2023-06-01 13:17:29,543 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 13:17:51,754 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 13:18:04,285 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 13:18:26,100 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 13:18:38,458 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.36743, Head : 0.12093, Avg : 0.24418 + MR: Tail : 689.37, Head : 1455.6, Avg : 1072.5 + Hit-1: Tail : 0.31963, Head : 0.08759, Avg : 0.20361 + Hit-3: Tail : 0.39316, Head : 0.13975, Avg : 0.26645 + Hit-10: Tail : 0.45715, Head : 0.1829, Avg : 0.32002 +2023-06-01 13:18:39,509 - testrun_d2ab6391 - [INFO] - [Epoch 39]: Training Loss: 0.0013851, Valid MRR: 0.24418, + + + +2023-06-01 13:18:40,206 - testrun_d2ab6391 - [INFO] - [E:40| 0]: Train Loss:0.0012642, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:20:19,456 - testrun_d2ab6391 - [INFO] - [E:40| 100]: Train Loss:0.0013924, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:22:05,544 - testrun_d2ab6391 - [INFO] - [E:40| 200]: Train Loss:0.0013891, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:23:37,313 - testrun_d2ab6391 - [INFO] - [E:40| 300]: Train Loss:0.0013826, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:25:23,061 - testrun_d2ab6391 - [INFO] - [E:40| 400]: Train Loss:0.0013805, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:26:59,818 - testrun_d2ab6391 - [INFO] - [E:40| 500]: Train Loss:0.0013811, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:28:45,875 - testrun_d2ab6391 - [INFO] - [E:40| 600]: Train Loss:0.0013793, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:30:22,534 - testrun_d2ab6391 - [INFO] - [E:40| 700]: Train Loss:0.001378, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:32:08,300 - testrun_d2ab6391 - [INFO] - [E:40| 800]: Train Loss:0.0013784, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:33:46,023 - testrun_d2ab6391 - [INFO] - [E:40| 900]: Train Loss:0.0013774, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:35:31,132 - testrun_d2ab6391 - [INFO] - [E:40| 1000]: Train Loss:0.001378, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:37:13,459 - testrun_d2ab6391 - [INFO] - [E:40| 1100]: Train Loss:0.0013786, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:38:54,166 - testrun_d2ab6391 - [INFO] - [E:40| 1200]: Train Loss:0.0013777, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:40:39,950 - testrun_d2ab6391 - [INFO] - [E:40| 1300]: Train Loss:0.0013774, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:42:16,905 - testrun_d2ab6391 - [INFO] - [E:40| 1400]: Train Loss:0.001378, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:44:02,762 - testrun_d2ab6391 - [INFO] - [E:40| 1500]: Train Loss:0.0013775, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:45:40,984 - testrun_d2ab6391 - [INFO] - [E:40| 1600]: Train Loss:0.0013769, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:46:50,120 - testrun_d2ab6391 - [INFO] - [Epoch:40]: Training Loss:0.001376 + +2023-06-01 13:46:50,582 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 13:47:27,482 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 13:47:48,684 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 13:48:19,875 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 13:48:39,102 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.36432, Head : 0.12174, Avg : 0.24303 + +2023-06-01 13:48:39,151 - testrun_d2ab6391 - [INFO] - [Epoch 40]: Training Loss: 0.0013763, Valid MRR: 0.24418, + + + +2023-06-01 13:48:40,271 - testrun_d2ab6391 - [INFO] - [E:41| 0]: Train Loss:0.0013955, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:50:26,257 - testrun_d2ab6391 - [INFO] - [E:41| 100]: Train Loss:0.0013754, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:52:04,390 - testrun_d2ab6391 - [INFO] - [E:41| 200]: Train Loss:0.0013751, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:53:49,517 - testrun_d2ab6391 - [INFO] - [E:41| 300]: Train Loss:0.0013718, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:55:32,109 - testrun_d2ab6391 - [INFO] - [E:41| 400]: Train Loss:0.001372, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:57:13,138 - testrun_d2ab6391 - [INFO] - [E:41| 500]: Train Loss:0.001372, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 13:58:59,069 - testrun_d2ab6391 - [INFO] - [E:41| 600]: Train Loss:0.0013707, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:00:35,983 - testrun_d2ab6391 - [INFO] - [E:41| 700]: Train Loss:0.0013692, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:02:21,691 - testrun_d2ab6391 - [INFO] - [E:41| 800]: Train Loss:0.0013684, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:03:58,202 - testrun_d2ab6391 - [INFO] - [E:41| 900]: Train Loss:0.0013679, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:05:44,187 - testrun_d2ab6391 - [INFO] - [E:41| 1000]: Train Loss:0.0013667, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:07:22,119 - testrun_d2ab6391 - [INFO] - [E:41| 1100]: Train Loss:0.0013672, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:09:07,930 - testrun_d2ab6391 - [INFO] - [E:41| 1200]: Train Loss:0.001367, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:10:45,958 - testrun_d2ab6391 - [INFO] - [E:41| 1300]: Train Loss:0.0013673, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:12:31,641 - testrun_d2ab6391 - [INFO] - [E:41| 1400]: Train Loss:0.0013673, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:14:09,737 - testrun_d2ab6391 - [INFO] - [E:41| 1500]: Train Loss:0.0013669, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:15:54,331 - testrun_d2ab6391 - [INFO] - [E:41| 1600]: Train Loss:0.0013671, Val MRR:0.24418, testrun_d2ab6391 +2023-06-01 14:17:03,484 - testrun_d2ab6391 - [INFO] - [Epoch:41]: Training Loss:0.001367 + +2023-06-01 14:17:03,852 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 14:17:36,885 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 14:17:53,908 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 14:18:30,980 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 14:18:52,120 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.36989, Head : 0.12251, Avg : 0.2462 + +2023-06-01 14:18:53,270 - testrun_d2ab6391 - [INFO] - [Epoch 41]: Training Loss: 0.0013668, Valid MRR: 0.2462, + + + +2023-06-01 14:18:54,360 - testrun_d2ab6391 - [INFO] - [E:42| 0]: Train Loss:0.0013881, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:20:40,264 - testrun_d2ab6391 - [INFO] - [E:42| 100]: Train Loss:0.0013523, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:22:16,787 - testrun_d2ab6391 - [INFO] - [E:42| 200]: Train Loss:0.0013529, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:24:02,667 - testrun_d2ab6391 - [INFO] - [E:42| 300]: Train Loss:0.0013536, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:25:39,403 - testrun_d2ab6391 - [INFO] - [E:42| 400]: Train Loss:0.001356, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:27:25,174 - testrun_d2ab6391 - [INFO] - [E:42| 500]: Train Loss:0.0013586, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:29:03,081 - testrun_d2ab6391 - [INFO] - [E:42| 600]: Train Loss:0.0013565, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:30:48,933 - testrun_d2ab6391 - [INFO] - [E:42| 700]: Train Loss:0.0013554, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:32:27,639 - testrun_d2ab6391 - [INFO] - [E:42| 800]: Train Loss:0.0013579, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:34:13,353 - testrun_d2ab6391 - [INFO] - [E:42| 900]: Train Loss:0.0013574, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:35:55,925 - testrun_d2ab6391 - [INFO] - [E:42| 1000]: Train Loss:0.0013591, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:37:37,971 - testrun_d2ab6391 - [INFO] - [E:42| 1100]: Train Loss:0.0013599, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:39:23,625 - testrun_d2ab6391 - [INFO] - [E:42| 1200]: Train Loss:0.0013589, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:41:01,781 - testrun_d2ab6391 - [INFO] - [E:42| 1300]: Train Loss:0.001359, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:42:47,624 - testrun_d2ab6391 - [INFO] - [E:42| 1400]: Train Loss:0.0013582, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:44:25,447 - testrun_d2ab6391 - [INFO] - [E:42| 1500]: Train Loss:0.0013579, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:46:11,317 - testrun_d2ab6391 - [INFO] - [E:42| 1600]: Train Loss:0.001358, Val MRR:0.2462, testrun_d2ab6391 +2023-06-01 14:47:12,537 - testrun_d2ab6391 - [INFO] - [Epoch:42]: Training Loss:0.001358 + +2023-06-01 14:47:13,021 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 14:47:49,809 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 14:48:11,094 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 14:48:48,084 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 14:49:09,248 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.37133, Head : 0.12379, Avg : 0.24756 + +2023-06-01 14:49:10,347 - testrun_d2ab6391 - [INFO] - [Epoch 42]: Training Loss: 0.0013581, Valid MRR: 0.24756, + + + +2023-06-01 14:49:11,489 - testrun_d2ab6391 - [INFO] - [E:43| 0]: Train Loss:0.00142, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 14:50:49,508 - testrun_d2ab6391 - [INFO] - [E:43| 100]: Train Loss:0.0013501, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 14:52:35,293 - testrun_d2ab6391 - [INFO] - [E:43| 200]: Train Loss:0.0013454, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 14:54:15,590 - testrun_d2ab6391 - [INFO] - [E:43| 300]: Train Loss:0.0013469, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 14:55:59,322 - testrun_d2ab6391 - [INFO] - [E:43| 400]: Train Loss:0.0013506, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 14:57:43,202 - testrun_d2ab6391 - [INFO] - [E:43| 500]: Train Loss:0.001351, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 14:59:22,130 - testrun_d2ab6391 - [INFO] - [E:43| 600]: Train Loss:0.001349, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:01:07,923 - testrun_d2ab6391 - [INFO] - [E:43| 700]: Train Loss:0.0013499, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:02:45,896 - testrun_d2ab6391 - [INFO] - [E:43| 800]: Train Loss:0.0013522, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:04:31,667 - testrun_d2ab6391 - [INFO] - [E:43| 900]: Train Loss:0.001352, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:06:09,535 - testrun_d2ab6391 - [INFO] - [E:43| 1000]: Train Loss:0.0013524, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:07:55,214 - testrun_d2ab6391 - [INFO] - [E:43| 1100]: Train Loss:0.0013516, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:09:32,921 - testrun_d2ab6391 - [INFO] - [E:43| 1200]: Train Loss:0.0013509, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:11:18,695 - testrun_d2ab6391 - [INFO] - [E:43| 1300]: Train Loss:0.0013501, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:12:56,235 - testrun_d2ab6391 - [INFO] - [E:43| 1400]: Train Loss:0.0013494, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:14:42,531 - testrun_d2ab6391 - [INFO] - [E:43| 1500]: Train Loss:0.0013495, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:16:22,065 - testrun_d2ab6391 - [INFO] - [E:43| 1600]: Train Loss:0.0013494, Val MRR:0.24756, testrun_d2ab6391 +2023-06-01 15:17:30,157 - testrun_d2ab6391 - [INFO] - [Epoch:43]: Training Loss:0.00135 + +2023-06-01 15:17:30,604 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 15:18:07,190 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 15:18:28,537 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 15:19:05,563 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 15:19:26,692 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.38119, Head : 0.12591, Avg : 0.25355 + +2023-06-01 15:19:28,305 - testrun_d2ab6391 - [INFO] - [Epoch 43]: Training Loss: 0.0013496, Valid MRR: 0.25355, + + + +2023-06-01 15:19:29,402 - testrun_d2ab6391 - [INFO] - [E:44| 0]: Train Loss:0.0012632, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:21:07,127 - testrun_d2ab6391 - [INFO] - [E:44| 100]: Train Loss:0.0013446, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:22:53,040 - testrun_d2ab6391 - [INFO] - [E:44| 200]: Train Loss:0.0013429, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:24:31,063 - testrun_d2ab6391 - [INFO] - [E:44| 300]: Train Loss:0.0013444, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:26:16,744 - testrun_d2ab6391 - [INFO] - [E:44| 400]: Train Loss:0.0013415, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:27:54,532 - testrun_d2ab6391 - [INFO] - [E:44| 500]: Train Loss:0.0013428, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:29:40,196 - testrun_d2ab6391 - [INFO] - [E:44| 600]: Train Loss:0.0013432, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:31:18,037 - testrun_d2ab6391 - [INFO] - [E:44| 700]: Train Loss:0.0013419, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:33:03,648 - testrun_d2ab6391 - [INFO] - [E:44| 800]: Train Loss:0.001342, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:34:41,341 - testrun_d2ab6391 - [INFO] - [E:44| 900]: Train Loss:0.0013422, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:36:27,058 - testrun_d2ab6391 - [INFO] - [E:44| 1000]: Train Loss:0.0013419, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:38:08,833 - testrun_d2ab6391 - [INFO] - [E:44| 1100]: Train Loss:0.0013418, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:39:50,479 - testrun_d2ab6391 - [INFO] - [E:44| 1200]: Train Loss:0.0013414, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:41:35,963 - testrun_d2ab6391 - [INFO] - [E:44| 1300]: Train Loss:0.0013416, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:43:13,842 - testrun_d2ab6391 - [INFO] - [E:44| 1400]: Train Loss:0.0013423, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:44:59,604 - testrun_d2ab6391 - [INFO] - [E:44| 1500]: Train Loss:0.0013425, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:46:37,488 - testrun_d2ab6391 - [INFO] - [E:44| 1600]: Train Loss:0.0013421, Val MRR:0.25355, testrun_d2ab6391 +2023-06-01 15:47:46,534 - testrun_d2ab6391 - [INFO] - [Epoch:44]: Training Loss:0.001341 + +2023-06-01 15:47:47,000 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 15:48:23,661 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 15:48:44,985 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 15:49:15,568 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 15:49:35,225 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.3809, Head : 0.1289, Avg : 0.2549 + +2023-06-01 15:49:36,645 - testrun_d2ab6391 - [INFO] - [Epoch 44]: Training Loss: 0.0013413, Valid MRR: 0.2549, + + + +2023-06-01 15:49:37,774 - testrun_d2ab6391 - [INFO] - [E:45| 0]: Train Loss:0.0013599, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 15:51:23,183 - testrun_d2ab6391 - [INFO] - [E:45| 100]: Train Loss:0.0013323, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 15:53:00,796 - testrun_d2ab6391 - [INFO] - [E:45| 200]: Train Loss:0.0013337, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 15:54:46,834 - testrun_d2ab6391 - [INFO] - [E:45| 300]: Train Loss:0.0013338, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 15:56:28,177 - testrun_d2ab6391 - [INFO] - [E:45| 400]: Train Loss:0.0013389, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 15:58:11,243 - testrun_d2ab6391 - [INFO] - [E:45| 500]: Train Loss:0.0013376, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 15:59:55,854 - testrun_d2ab6391 - [INFO] - [E:45| 600]: Train Loss:0.0013375, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:01:34,903 - testrun_d2ab6391 - [INFO] - [E:45| 700]: Train Loss:0.0013363, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:03:20,515 - testrun_d2ab6391 - [INFO] - [E:45| 800]: Train Loss:0.0013342, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:04:56,953 - testrun_d2ab6391 - [INFO] - [E:45| 900]: Train Loss:0.0013344, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:06:42,615 - testrun_d2ab6391 - [INFO] - [E:45| 1000]: Train Loss:0.0013341, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:08:19,206 - testrun_d2ab6391 - [INFO] - [E:45| 1100]: Train Loss:0.0013343, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:10:04,766 - testrun_d2ab6391 - [INFO] - [E:45| 1200]: Train Loss:0.001335, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:11:41,406 - testrun_d2ab6391 - [INFO] - [E:45| 1300]: Train Loss:0.0013348, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:13:26,896 - testrun_d2ab6391 - [INFO] - [E:45| 1400]: Train Loss:0.0013348, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:15:05,164 - testrun_d2ab6391 - [INFO] - [E:45| 1500]: Train Loss:0.001334, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:16:50,328 - testrun_d2ab6391 - [INFO] - [E:45| 1600]: Train Loss:0.0013339, Val MRR:0.2549, testrun_d2ab6391 +2023-06-01 16:17:59,357 - testrun_d2ab6391 - [INFO] - [Epoch:45]: Training Loss:0.001334 + +2023-06-01 16:17:59,808 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 16:18:32,704 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 16:18:49,841 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 16:19:26,778 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 16:19:47,751 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.38526, Head : 0.12923, Avg : 0.25724 + +2023-06-01 16:19:48,969 - testrun_d2ab6391 - [INFO] - [Epoch 45]: Training Loss: 0.0013337, Valid MRR: 0.25724, + + + +2023-06-01 16:19:50,128 - testrun_d2ab6391 - [INFO] - [E:46| 0]: Train Loss:0.0012488, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:21:35,764 - testrun_d2ab6391 - [INFO] - [E:46| 100]: Train Loss:0.0013311, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:23:03,536 - testrun_d2ab6391 - [INFO] - [E:46| 200]: Train Loss:0.0013268, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:24:48,906 - testrun_d2ab6391 - [INFO] - [E:46| 300]: Train Loss:0.0013298, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:26:26,425 - testrun_d2ab6391 - [INFO] - [E:46| 400]: Train Loss:0.001328, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:28:12,075 - testrun_d2ab6391 - [INFO] - [E:46| 500]: Train Loss:0.0013307, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:29:52,106 - testrun_d2ab6391 - [INFO] - [E:46| 600]: Train Loss:0.0013293, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:31:35,863 - testrun_d2ab6391 - [INFO] - [E:46| 700]: Train Loss:0.0013283, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:33:19,567 - testrun_d2ab6391 - [INFO] - [E:46| 800]: Train Loss:0.0013285, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:34:59,519 - testrun_d2ab6391 - [INFO] - [E:46| 900]: Train Loss:0.001329, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:36:45,554 - testrun_d2ab6391 - [INFO] - [E:46| 1000]: Train Loss:0.0013287, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:38:23,874 - testrun_d2ab6391 - [INFO] - [E:46| 1100]: Train Loss:0.001328, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:40:09,540 - testrun_d2ab6391 - [INFO] - [E:46| 1200]: Train Loss:0.0013272, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:41:47,242 - testrun_d2ab6391 - [INFO] - [E:46| 1300]: Train Loss:0.0013268, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:43:33,008 - testrun_d2ab6391 - [INFO] - [E:46| 1400]: Train Loss:0.0013255, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:45:10,795 - testrun_d2ab6391 - [INFO] - [E:46| 1500]: Train Loss:0.0013259, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:46:56,475 - testrun_d2ab6391 - [INFO] - [E:46| 1600]: Train Loss:0.0013261, Val MRR:0.25724, testrun_d2ab6391 +2023-06-01 16:48:02,805 - testrun_d2ab6391 - [INFO] - [Epoch:46]: Training Loss:0.001326 + +2023-06-01 16:48:03,152 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 16:48:34,805 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 16:48:56,037 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 16:49:32,988 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 16:49:54,028 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.38601, Head : 0.13683, Avg : 0.26142 + +2023-06-01 16:49:55,292 - testrun_d2ab6391 - [INFO] - [Epoch 46]: Training Loss: 0.0013263, Valid MRR: 0.26142, + + + +2023-06-01 16:49:56,470 - testrun_d2ab6391 - [INFO] - [E:47| 0]: Train Loss:0.0013161, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 16:51:38,897 - testrun_d2ab6391 - [INFO] - [E:47| 100]: Train Loss:0.0013159, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 16:53:19,618 - testrun_d2ab6391 - [INFO] - [E:47| 200]: Train Loss:0.0013198, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 16:55:05,076 - testrun_d2ab6391 - [INFO] - [E:47| 300]: Train Loss:0.0013226, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 16:56:42,699 - testrun_d2ab6391 - [INFO] - [E:47| 400]: Train Loss:0.0013224, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 16:58:28,463 - testrun_d2ab6391 - [INFO] - [E:47| 500]: Train Loss:0.0013213, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:00:06,454 - testrun_d2ab6391 - [INFO] - [E:47| 600]: Train Loss:0.0013216, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:01:52,142 - testrun_d2ab6391 - [INFO] - [E:47| 700]: Train Loss:0.0013202, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:03:29,730 - testrun_d2ab6391 - [INFO] - [E:47| 800]: Train Loss:0.00132, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:05:15,138 - testrun_d2ab6391 - [INFO] - [E:47| 900]: Train Loss:0.0013201, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:06:52,957 - testrun_d2ab6391 - [INFO] - [E:47| 1000]: Train Loss:0.0013204, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:08:38,564 - testrun_d2ab6391 - [INFO] - [E:47| 1100]: Train Loss:0.0013208, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:10:16,781 - testrun_d2ab6391 - [INFO] - [E:47| 1200]: Train Loss:0.0013195, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:12:02,229 - testrun_d2ab6391 - [INFO] - [E:47| 1300]: Train Loss:0.0013192, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:13:44,205 - testrun_d2ab6391 - [INFO] - [E:47| 1400]: Train Loss:0.0013196, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:15:26,132 - testrun_d2ab6391 - [INFO] - [E:47| 1500]: Train Loss:0.001319, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:17:12,088 - testrun_d2ab6391 - [INFO] - [E:47| 1600]: Train Loss:0.0013194, Val MRR:0.26142, testrun_d2ab6391 +2023-06-01 17:18:14,327 - testrun_d2ab6391 - [INFO] - [Epoch:47]: Training Loss:0.001319 + +2023-06-01 17:18:14,747 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 17:18:51,534 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 17:19:12,835 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 17:19:49,861 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 17:20:10,885 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.38631, Head : 0.13815, Avg : 0.26223 + +2023-06-01 17:20:11,993 - testrun_d2ab6391 - [INFO] - [Epoch 47]: Training Loss: 0.0013191, Valid MRR: 0.26223, + + + +2023-06-01 17:20:13,079 - testrun_d2ab6391 - [INFO] - [E:48| 0]: Train Loss:0.0012708, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:21:51,014 - testrun_d2ab6391 - [INFO] - [E:48| 100]: Train Loss:0.0013127, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:23:36,688 - testrun_d2ab6391 - [INFO] - [E:48| 200]: Train Loss:0.0013134, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:25:14,258 - testrun_d2ab6391 - [INFO] - [E:48| 300]: Train Loss:0.0013126, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:27:00,000 - testrun_d2ab6391 - [INFO] - [E:48| 400]: Train Loss:0.0013149, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:28:37,839 - testrun_d2ab6391 - [INFO] - [E:48| 500]: Train Loss:0.0013143, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:30:23,585 - testrun_d2ab6391 - [INFO] - [E:48| 600]: Train Loss:0.0013141, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:32:03,600 - testrun_d2ab6391 - [INFO] - [E:48| 700]: Train Loss:0.0013145, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:33:47,123 - testrun_d2ab6391 - [INFO] - [E:48| 800]: Train Loss:0.0013143, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:35:31,128 - testrun_d2ab6391 - [INFO] - [E:48| 900]: Train Loss:0.0013139, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:37:10,693 - testrun_d2ab6391 - [INFO] - [E:48| 1000]: Train Loss:0.0013132, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:38:56,388 - testrun_d2ab6391 - [INFO] - [E:48| 1100]: Train Loss:0.0013128, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:40:34,096 - testrun_d2ab6391 - [INFO] - [E:48| 1200]: Train Loss:0.0013119, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:42:19,942 - testrun_d2ab6391 - [INFO] - [E:48| 1300]: Train Loss:0.001312, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:43:57,643 - testrun_d2ab6391 - [INFO] - [E:48| 1400]: Train Loss:0.0013118, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:45:43,185 - testrun_d2ab6391 - [INFO] - [E:48| 1500]: Train Loss:0.0013126, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:47:20,922 - testrun_d2ab6391 - [INFO] - [E:48| 1600]: Train Loss:0.0013124, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:48:30,140 - testrun_d2ab6391 - [INFO] - [Epoch:48]: Training Loss:0.001312 + +2023-06-01 17:48:30,623 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 17:49:07,408 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 17:49:28,717 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 17:50:05,152 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 17:50:21,147 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.38699, Head : 0.12947, Avg : 0.25823 + +2023-06-01 17:50:21,215 - testrun_d2ab6391 - [INFO] - [Epoch 48]: Training Loss: 0.0013119, Valid MRR: 0.26223, + + + +2023-06-01 17:50:22,094 - testrun_d2ab6391 - [INFO] - [E:49| 0]: Train Loss:0.0013465, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:52:06,162 - testrun_d2ab6391 - [INFO] - [E:49| 100]: Train Loss:0.0013068, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:53:49,562 - testrun_d2ab6391 - [INFO] - [E:49| 200]: Train Loss:0.001305, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:55:29,947 - testrun_d2ab6391 - [INFO] - [E:49| 300]: Train Loss:0.0013028, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:57:16,176 - testrun_d2ab6391 - [INFO] - [E:49| 400]: Train Loss:0.0013037, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 17:58:54,493 - testrun_d2ab6391 - [INFO] - [E:49| 500]: Train Loss:0.0013094, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:00:39,963 - testrun_d2ab6391 - [INFO] - [E:49| 600]: Train Loss:0.0013084, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:02:17,399 - testrun_d2ab6391 - [INFO] - [E:49| 700]: Train Loss:0.0013073, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:04:02,863 - testrun_d2ab6391 - [INFO] - [E:49| 800]: Train Loss:0.001308, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:05:40,366 - testrun_d2ab6391 - [INFO] - [E:49| 900]: Train Loss:0.0013079, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:07:25,825 - testrun_d2ab6391 - [INFO] - [E:49| 1000]: Train Loss:0.0013083, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:09:03,471 - testrun_d2ab6391 - [INFO] - [E:49| 1100]: Train Loss:0.0013085, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:10:49,050 - testrun_d2ab6391 - [INFO] - [E:49| 1200]: Train Loss:0.0013078, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:12:27,768 - testrun_d2ab6391 - [INFO] - [E:49| 1300]: Train Loss:0.0013072, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:14:12,162 - testrun_d2ab6391 - [INFO] - [E:49| 1400]: Train Loss:0.0013065, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:15:55,043 - testrun_d2ab6391 - [INFO] - [E:49| 1500]: Train Loss:0.001306, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:17:35,174 - testrun_d2ab6391 - [INFO] - [E:49| 1600]: Train Loss:0.0013052, Val MRR:0.26223, testrun_d2ab6391 +2023-06-01 18:18:44,128 - testrun_d2ab6391 - [INFO] - [Epoch:49]: Training Loss:0.001305 + +2023-06-01 18:18:44,577 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 18:19:21,235 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 18:19:38,584 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 18:20:11,659 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 18:20:32,673 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.38744, Head : 0.13976, Avg : 0.2636 + MR: Tail : 518.6, Head : 1085.9, Avg : 802.26 + Hit-1: Tail : 0.34095, Head : 0.09798, Avg : 0.21947 + Hit-3: Tail : 0.40128, Head : 0.16107, Avg : 0.28118 + Hit-10: Tail : 0.47743, Head : 0.21432, Avg : 0.34588 +2023-06-01 18:20:33,835 - testrun_d2ab6391 - [INFO] - [Epoch 49]: Training Loss: 0.0013047, Valid MRR: 0.2636, + + + +2023-06-01 18:20:34,985 - testrun_d2ab6391 - [INFO] - [E:50| 0]: Train Loss:0.0012323, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:22:20,586 - testrun_d2ab6391 - [INFO] - [E:50| 100]: Train Loss:0.0012938, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:23:58,273 - testrun_d2ab6391 - [INFO] - [E:50| 200]: Train Loss:0.0013009, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:25:43,875 - testrun_d2ab6391 - [INFO] - [E:50| 300]: Train Loss:0.0013001, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:27:21,417 - testrun_d2ab6391 - [INFO] - [E:50| 400]: Train Loss:0.0013015, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:29:06,806 - testrun_d2ab6391 - [INFO] - [E:50| 500]: Train Loss:0.0013015, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:30:45,875 - testrun_d2ab6391 - [INFO] - [E:50| 600]: Train Loss:0.0013009, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:32:30,063 - testrun_d2ab6391 - [INFO] - [E:50| 700]: Train Loss:0.0012993, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:34:13,109 - testrun_d2ab6391 - [INFO] - [E:50| 800]: Train Loss:0.0013002, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:35:53,327 - testrun_d2ab6391 - [INFO] - [E:50| 900]: Train Loss:0.0012997, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:37:39,496 - testrun_d2ab6391 - [INFO] - [E:50| 1000]: Train Loss:0.0013002, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:39:17,744 - testrun_d2ab6391 - [INFO] - [E:50| 1100]: Train Loss:0.0013005, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:41:03,222 - testrun_d2ab6391 - [INFO] - [E:50| 1200]: Train Loss:0.0012999, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:42:41,000 - testrun_d2ab6391 - [INFO] - [E:50| 1300]: Train Loss:0.0013001, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:44:26,496 - testrun_d2ab6391 - [INFO] - [E:50| 1400]: Train Loss:0.0012991, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:46:04,321 - testrun_d2ab6391 - [INFO] - [E:50| 1500]: Train Loss:0.0012983, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:47:49,944 - testrun_d2ab6391 - [INFO] - [E:50| 1600]: Train Loss:0.0012982, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:48:56,236 - testrun_d2ab6391 - [INFO] - [Epoch:50]: Training Loss:0.001298 + +2023-06-01 18:48:56,570 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 18:49:28,071 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 18:49:49,404 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 18:50:26,251 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 18:50:47,348 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.38406, Head : 0.13527, Avg : 0.25966 + +2023-06-01 18:50:47,399 - testrun_d2ab6391 - [INFO] - [Epoch 50]: Training Loss: 0.0012984, Valid MRR: 0.2636, + + + +2023-06-01 18:50:48,569 - testrun_d2ab6391 - [INFO] - [E:51| 0]: Train Loss:0.001296, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:52:31,892 - testrun_d2ab6391 - [INFO] - [E:51| 100]: Train Loss:0.0012963, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:54:11,630 - testrun_d2ab6391 - [INFO] - [E:51| 200]: Train Loss:0.0012942, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:55:57,224 - testrun_d2ab6391 - [INFO] - [E:51| 300]: Train Loss:0.0012936, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:57:34,956 - testrun_d2ab6391 - [INFO] - [E:51| 400]: Train Loss:0.0012909, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 18:59:20,528 - testrun_d2ab6391 - [INFO] - [E:51| 500]: Train Loss:0.0012909, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:00:58,050 - testrun_d2ab6391 - [INFO] - [E:51| 600]: Train Loss:0.0012919, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:02:43,623 - testrun_d2ab6391 - [INFO] - [E:51| 700]: Train Loss:0.0012919, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:04:21,200 - testrun_d2ab6391 - [INFO] - [E:51| 800]: Train Loss:0.0012915, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:06:06,924 - testrun_d2ab6391 - [INFO] - [E:51| 900]: Train Loss:0.0012912, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:07:44,506 - testrun_d2ab6391 - [INFO] - [E:51| 1000]: Train Loss:0.0012911, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:09:30,005 - testrun_d2ab6391 - [INFO] - [E:51| 1100]: Train Loss:0.0012914, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:11:09,606 - testrun_d2ab6391 - [INFO] - [E:51| 1200]: Train Loss:0.0012918, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:12:53,412 - testrun_d2ab6391 - [INFO] - [E:51| 1300]: Train Loss:0.0012929, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:14:37,006 - testrun_d2ab6391 - [INFO] - [E:51| 1400]: Train Loss:0.0012924, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:16:16,936 - testrun_d2ab6391 - [INFO] - [E:51| 1500]: Train Loss:0.0012923, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:18:02,956 - testrun_d2ab6391 - [INFO] - [E:51| 1600]: Train Loss:0.0012923, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:19:04,602 - testrun_d2ab6391 - [INFO] - [Epoch:51]: Training Loss:0.001292 + +2023-06-01 19:19:05,056 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 19:19:41,801 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 19:20:03,128 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 19:20:40,089 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 19:21:01,123 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.38759, Head : 0.13698, Avg : 0.26229 + +2023-06-01 19:21:01,179 - testrun_d2ab6391 - [INFO] - [Epoch 51]: Training Loss: 0.0012924, Valid MRR: 0.2636, + + + +2023-06-01 19:21:02,281 - testrun_d2ab6391 - [INFO] - [E:52| 0]: Train Loss:0.0013012, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:22:39,918 - testrun_d2ab6391 - [INFO] - [E:52| 100]: Train Loss:0.0012878, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:24:25,387 - testrun_d2ab6391 - [INFO] - [E:52| 200]: Train Loss:0.0012843, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:26:03,245 - testrun_d2ab6391 - [INFO] - [E:52| 300]: Train Loss:0.0012823, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:27:48,738 - testrun_d2ab6391 - [INFO] - [E:52| 400]: Train Loss:0.0012822, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:29:28,570 - testrun_d2ab6391 - [INFO] - [E:52| 500]: Train Loss:0.0012837, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:31:12,027 - testrun_d2ab6391 - [INFO] - [E:52| 600]: Train Loss:0.0012861, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:32:55,938 - testrun_d2ab6391 - [INFO] - [E:52| 700]: Train Loss:0.0012867, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:34:35,479 - testrun_d2ab6391 - [INFO] - [E:52| 800]: Train Loss:0.0012866, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:36:21,116 - testrun_d2ab6391 - [INFO] - [E:52| 900]: Train Loss:0.0012869, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:37:58,784 - testrun_d2ab6391 - [INFO] - [E:52| 1000]: Train Loss:0.0012864, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:39:44,273 - testrun_d2ab6391 - [INFO] - [E:52| 1100]: Train Loss:0.0012863, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:41:21,922 - testrun_d2ab6391 - [INFO] - [E:52| 1200]: Train Loss:0.0012854, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:43:07,564 - testrun_d2ab6391 - [INFO] - [E:52| 1300]: Train Loss:0.0012857, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:44:45,427 - testrun_d2ab6391 - [INFO] - [E:52| 1400]: Train Loss:0.0012871, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:46:30,908 - testrun_d2ab6391 - [INFO] - [E:52| 1500]: Train Loss:0.0012864, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:48:08,551 - testrun_d2ab6391 - [INFO] - [E:52| 1600]: Train Loss:0.0012862, Val MRR:0.2636, testrun_d2ab6391 +2023-06-01 19:49:17,588 - testrun_d2ab6391 - [INFO] - [Epoch:52]: Training Loss:0.001287 + +2023-06-01 19:49:18,078 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 19:49:54,882 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 19:50:16,166 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 19:50:53,185 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 19:51:13,575 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.38947, Head : 0.14501, Avg : 0.26724 + +2023-06-01 19:51:15,102 - testrun_d2ab6391 - [INFO] - [Epoch 52]: Training Loss: 0.0012865, Valid MRR: 0.26724, + + + +2023-06-01 19:51:15,995 - testrun_d2ab6391 - [INFO] - [E:53| 0]: Train Loss:0.001248, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 19:52:57,337 - testrun_d2ab6391 - [INFO] - [E:53| 100]: Train Loss:0.0012805, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 19:54:42,855 - testrun_d2ab6391 - [INFO] - [E:53| 200]: Train Loss:0.0012838, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 19:56:20,359 - testrun_d2ab6391 - [INFO] - [E:53| 300]: Train Loss:0.0012859, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 19:58:06,274 - testrun_d2ab6391 - [INFO] - [E:53| 400]: Train Loss:0.001282, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 19:59:44,540 - testrun_d2ab6391 - [INFO] - [E:53| 500]: Train Loss:0.0012819, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:01:29,829 - testrun_d2ab6391 - [INFO] - [E:53| 600]: Train Loss:0.0012814, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:03:07,523 - testrun_d2ab6391 - [INFO] - [E:53| 700]: Train Loss:0.0012805, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:04:52,833 - testrun_d2ab6391 - [INFO] - [E:53| 800]: Train Loss:0.0012797, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:06:30,431 - testrun_d2ab6391 - [INFO] - [E:53| 900]: Train Loss:0.0012809, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:08:15,931 - testrun_d2ab6391 - [INFO] - [E:53| 1000]: Train Loss:0.0012814, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:09:53,982 - testrun_d2ab6391 - [INFO] - [E:53| 1100]: Train Loss:0.001281, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:11:39,084 - testrun_d2ab6391 - [INFO] - [E:53| 1200]: Train Loss:0.0012805, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:13:21,361 - testrun_d2ab6391 - [INFO] - [E:53| 1300]: Train Loss:0.0012803, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:15:02,504 - testrun_d2ab6391 - [INFO] - [E:53| 1400]: Train Loss:0.0012798, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:16:47,898 - testrun_d2ab6391 - [INFO] - [E:53| 1500]: Train Loss:0.0012802, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:18:25,538 - testrun_d2ab6391 - [INFO] - [E:53| 1600]: Train Loss:0.0012802, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:19:34,529 - testrun_d2ab6391 - [INFO] - [Epoch:53]: Training Loss:0.00128 + +2023-06-01 20:19:34,971 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 20:20:11,657 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 20:20:32,351 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 20:21:01,934 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 20:21:22,891 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.39258, Head : 0.14083, Avg : 0.2667 + +2023-06-01 20:21:22,940 - testrun_d2ab6391 - [INFO] - [Epoch 53]: Training Loss: 0.0012802, Valid MRR: 0.26724, + + + +2023-06-01 20:21:24,004 - testrun_d2ab6391 - [INFO] - [E:54| 0]: Train Loss:0.0015044, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:23:09,480 - testrun_d2ab6391 - [INFO] - [E:54| 100]: Train Loss:0.0012704, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:24:47,224 - testrun_d2ab6391 - [INFO] - [E:54| 200]: Train Loss:0.0012714, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:26:32,863 - testrun_d2ab6391 - [INFO] - [E:54| 300]: Train Loss:0.0012712, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:28:11,763 - testrun_d2ab6391 - [INFO] - [E:54| 400]: Train Loss:0.001272, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:29:56,125 - testrun_d2ab6391 - [INFO] - [E:54| 500]: Train Loss:0.0012742, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:31:39,118 - testrun_d2ab6391 - [INFO] - [E:54| 600]: Train Loss:0.0012728, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:33:19,380 - testrun_d2ab6391 - [INFO] - [E:54| 700]: Train Loss:0.0012752, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:35:05,008 - testrun_d2ab6391 - [INFO] - [E:54| 800]: Train Loss:0.0012757, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:36:42,636 - testrun_d2ab6391 - [INFO] - [E:54| 900]: Train Loss:0.0012767, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:38:28,660 - testrun_d2ab6391 - [INFO] - [E:54| 1000]: Train Loss:0.001278, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:40:07,013 - testrun_d2ab6391 - [INFO] - [E:54| 1100]: Train Loss:0.0012766, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:41:52,426 - testrun_d2ab6391 - [INFO] - [E:54| 1200]: Train Loss:0.0012759, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:43:30,106 - testrun_d2ab6391 - [INFO] - [E:54| 1300]: Train Loss:0.0012758, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:45:15,795 - testrun_d2ab6391 - [INFO] - [E:54| 1400]: Train Loss:0.0012756, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:46:53,683 - testrun_d2ab6391 - [INFO] - [E:54| 1500]: Train Loss:0.0012751, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:48:39,375 - testrun_d2ab6391 - [INFO] - [E:54| 1600]: Train Loss:0.001275, Val MRR:0.26724, testrun_d2ab6391 +2023-06-01 20:49:48,386 - testrun_d2ab6391 - [INFO] - [Epoch:54]: Training Loss:0.001275 + +2023-06-01 20:49:48,854 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 20:50:17,761 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 20:50:38,720 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 20:51:15,594 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 20:51:36,669 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.39216, Head : 0.1477, Avg : 0.26993 + +2023-06-01 20:51:37,930 - testrun_d2ab6391 - [INFO] - [Epoch 54]: Training Loss: 0.0012753, Valid MRR: 0.26993, + + + +2023-06-01 20:51:39,018 - testrun_d2ab6391 - [INFO] - [E:55| 0]: Train Loss:0.0012164, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 20:53:24,477 - testrun_d2ab6391 - [INFO] - [E:55| 100]: Train Loss:0.0012688, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 20:55:02,107 - testrun_d2ab6391 - [INFO] - [E:55| 200]: Train Loss:0.001271, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 20:56:47,682 - testrun_d2ab6391 - [INFO] - [E:55| 300]: Train Loss:0.001275, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 20:58:25,408 - testrun_d2ab6391 - [INFO] - [E:55| 400]: Train Loss:0.0012754, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:00:10,997 - testrun_d2ab6391 - [INFO] - [E:55| 500]: Train Loss:0.0012728, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:01:48,819 - testrun_d2ab6391 - [INFO] - [E:55| 600]: Train Loss:0.0012714, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:03:34,460 - testrun_d2ab6391 - [INFO] - [E:55| 700]: Train Loss:0.0012716, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:05:12,096 - testrun_d2ab6391 - [INFO] - [E:55| 800]: Train Loss:0.0012712, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:06:57,487 - testrun_d2ab6391 - [INFO] - [E:55| 900]: Train Loss:0.001271, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:08:36,115 - testrun_d2ab6391 - [INFO] - [E:55| 1000]: Train Loss:0.0012717, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:10:20,498 - testrun_d2ab6391 - [INFO] - [E:55| 1100]: Train Loss:0.001271, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:12:03,395 - testrun_d2ab6391 - [INFO] - [E:55| 1200]: Train Loss:0.0012706, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:13:43,649 - testrun_d2ab6391 - [INFO] - [E:55| 1300]: Train Loss:0.00127, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:15:29,115 - testrun_d2ab6391 - [INFO] - [E:55| 1400]: Train Loss:0.0012697, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:17:06,682 - testrun_d2ab6391 - [INFO] - [E:55| 1500]: Train Loss:0.0012701, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:18:52,467 - testrun_d2ab6391 - [INFO] - [E:55| 1600]: Train Loss:0.0012699, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:19:54,102 - testrun_d2ab6391 - [INFO] - [Epoch:55]: Training Loss:0.00127 + +2023-06-01 21:19:54,576 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 21:20:31,358 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 21:20:52,676 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 21:21:29,550 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 21:21:50,515 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.3944, Head : 0.14106, Avg : 0.26773 + +2023-06-01 21:21:50,564 - testrun_d2ab6391 - [INFO] - [Epoch 55]: Training Loss: 0.0012701, Valid MRR: 0.26993, + + + +2023-06-01 21:21:51,614 - testrun_d2ab6391 - [INFO] - [E:56| 0]: Train Loss:0.0013547, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:23:29,315 - testrun_d2ab6391 - [INFO] - [E:56| 100]: Train Loss:0.0012677, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:25:14,958 - testrun_d2ab6391 - [INFO] - [E:56| 200]: Train Loss:0.0012701, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:26:54,398 - testrun_d2ab6391 - [INFO] - [E:56| 300]: Train Loss:0.0012666, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:28:38,231 - testrun_d2ab6391 - [INFO] - [E:56| 400]: Train Loss:0.0012658, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:30:21,702 - testrun_d2ab6391 - [INFO] - [E:56| 500]: Train Loss:0.0012647, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:32:01,399 - testrun_d2ab6391 - [INFO] - [E:56| 600]: Train Loss:0.0012638, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:33:46,921 - testrun_d2ab6391 - [INFO] - [E:56| 700]: Train Loss:0.0012636, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:35:24,261 - testrun_d2ab6391 - [INFO] - [E:56| 800]: Train Loss:0.0012647, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:37:09,679 - testrun_d2ab6391 - [INFO] - [E:56| 900]: Train Loss:0.0012655, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:38:47,245 - testrun_d2ab6391 - [INFO] - [E:56| 1000]: Train Loss:0.0012657, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:40:32,625 - testrun_d2ab6391 - [INFO] - [E:56| 1100]: Train Loss:0.0012649, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:42:10,021 - testrun_d2ab6391 - [INFO] - [E:56| 1200]: Train Loss:0.001265, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:43:55,451 - testrun_d2ab6391 - [INFO] - [E:56| 1300]: Train Loss:0.0012642, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:45:33,033 - testrun_d2ab6391 - [INFO] - [E:56| 1400]: Train Loss:0.0012642, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:47:18,645 - testrun_d2ab6391 - [INFO] - [E:56| 1500]: Train Loss:0.0012641, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:48:58,825 - testrun_d2ab6391 - [INFO] - [E:56| 1600]: Train Loss:0.0012648, Val MRR:0.26993, testrun_d2ab6391 +2023-06-01 21:50:05,197 - testrun_d2ab6391 - [INFO] - [Epoch:56]: Training Loss:0.001264 + +2023-06-01 21:50:05,648 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 21:50:42,344 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 21:51:03,695 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 21:51:40,591 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 21:52:01,500 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.39835, Head : 0.14498, Avg : 0.27166 + +2023-06-01 21:52:02,841 - testrun_d2ab6391 - [INFO] - [Epoch 56]: Training Loss: 0.0012644, Valid MRR: 0.27166, + + + +2023-06-01 21:52:04,020 - testrun_d2ab6391 - [INFO] - [E:57| 0]: Train Loss:0.0012809, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 21:53:41,427 - testrun_d2ab6391 - [INFO] - [E:57| 100]: Train Loss:0.001247, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 21:55:27,032 - testrun_d2ab6391 - [INFO] - [E:57| 200]: Train Loss:0.0012538, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 21:57:04,672 - testrun_d2ab6391 - [INFO] - [E:57| 300]: Train Loss:0.0012598, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 21:58:50,690 - testrun_d2ab6391 - [INFO] - [E:57| 400]: Train Loss:0.001262, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:00:28,930 - testrun_d2ab6391 - [INFO] - [E:57| 500]: Train Loss:0.001259, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:02:14,540 - testrun_d2ab6391 - [INFO] - [E:57| 600]: Train Loss:0.0012597, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:03:52,338 - testrun_d2ab6391 - [INFO] - [E:57| 700]: Train Loss:0.0012596, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:05:37,703 - testrun_d2ab6391 - [INFO] - [E:57| 800]: Train Loss:0.001259, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:07:17,802 - testrun_d2ab6391 - [INFO] - [E:57| 900]: Train Loss:0.0012592, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:09:01,047 - testrun_d2ab6391 - [INFO] - [E:57| 1000]: Train Loss:0.0012598, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:10:45,134 - testrun_d2ab6391 - [INFO] - [E:57| 1100]: Train Loss:0.0012606, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:12:24,243 - testrun_d2ab6391 - [INFO] - [E:57| 1200]: Train Loss:0.0012613, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:14:09,910 - testrun_d2ab6391 - [INFO] - [E:57| 1300]: Train Loss:0.0012614, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:15:47,427 - testrun_d2ab6391 - [INFO] - [E:57| 1400]: Train Loss:0.0012607, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:17:33,082 - testrun_d2ab6391 - [INFO] - [E:57| 1500]: Train Loss:0.00126, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:19:10,735 - testrun_d2ab6391 - [INFO] - [E:57| 1600]: Train Loss:0.0012598, Val MRR:0.27166, testrun_d2ab6391 +2023-06-01 22:20:19,642 - testrun_d2ab6391 - [INFO] - [Epoch:57]: Training Loss:0.00126 + +2023-06-01 22:20:20,028 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 22:20:56,750 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 22:21:18,075 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 22:21:51,774 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 22:22:08,386 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.39982, Head : 0.15054, Avg : 0.27518 + +2023-06-01 22:22:09,534 - testrun_d2ab6391 - [INFO] - [Epoch 57]: Training Loss: 0.00126, Valid MRR: 0.27518, + + + +2023-06-01 22:22:10,612 - testrun_d2ab6391 - [INFO] - [E:58| 0]: Train Loss:0.0011948, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:23:56,181 - testrun_d2ab6391 - [INFO] - [E:58| 100]: Train Loss:0.0012625, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:25:36,350 - testrun_d2ab6391 - [INFO] - [E:58| 200]: Train Loss:0.0012618, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:27:19,065 - testrun_d2ab6391 - [INFO] - [E:58| 300]: Train Loss:0.0012584, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:29:03,664 - testrun_d2ab6391 - [INFO] - [E:58| 400]: Train Loss:0.001259, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:30:42,216 - testrun_d2ab6391 - [INFO] - [E:58| 500]: Train Loss:0.0012596, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:32:27,795 - testrun_d2ab6391 - [INFO] - [E:58| 600]: Train Loss:0.0012589, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:34:05,194 - testrun_d2ab6391 - [INFO] - [E:58| 700]: Train Loss:0.001259, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:35:50,953 - testrun_d2ab6391 - [INFO] - [E:58| 800]: Train Loss:0.001258, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:37:28,308 - testrun_d2ab6391 - [INFO] - [E:58| 900]: Train Loss:0.0012575, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:39:14,027 - testrun_d2ab6391 - [INFO] - [E:58| 1000]: Train Loss:0.0012566, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:40:52,204 - testrun_d2ab6391 - [INFO] - [E:58| 1100]: Train Loss:0.0012561, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:42:37,828 - testrun_d2ab6391 - [INFO] - [E:58| 1200]: Train Loss:0.0012549, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:44:15,611 - testrun_d2ab6391 - [INFO] - [E:58| 1300]: Train Loss:0.0012556, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:46:01,153 - testrun_d2ab6391 - [INFO] - [E:58| 1400]: Train Loss:0.0012553, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:47:42,080 - testrun_d2ab6391 - [INFO] - [E:58| 1500]: Train Loss:0.0012551, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:49:24,757 - testrun_d2ab6391 - [INFO] - [E:58| 1600]: Train Loss:0.0012549, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:50:33,838 - testrun_d2ab6391 - [INFO] - [Epoch:58]: Training Loss:0.001255 + +2023-06-01 22:50:34,302 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 22:51:09,726 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 22:51:25,850 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 22:52:01,228 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 22:52:22,227 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.39575, Head : 0.14809, Avg : 0.27192 + +2023-06-01 22:52:22,276 - testrun_d2ab6391 - [INFO] - [Epoch 58]: Training Loss: 0.0012551, Valid MRR: 0.27518, + + + +2023-06-01 22:52:23,341 - testrun_d2ab6391 - [INFO] - [E:59| 0]: Train Loss:0.0011587, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:54:08,751 - testrun_d2ab6391 - [INFO] - [E:59| 100]: Train Loss:0.0012508, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:55:46,063 - testrun_d2ab6391 - [INFO] - [E:59| 200]: Train Loss:0.0012517, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:57:31,449 - testrun_d2ab6391 - [INFO] - [E:59| 300]: Train Loss:0.0012524, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 22:59:09,168 - testrun_d2ab6391 - [INFO] - [E:59| 400]: Train Loss:0.0012529, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:00:54,533 - testrun_d2ab6391 - [INFO] - [E:59| 500]: Train Loss:0.0012542, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:02:32,275 - testrun_d2ab6391 - [INFO] - [E:59| 600]: Train Loss:0.0012547, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:04:17,595 - testrun_d2ab6391 - [INFO] - [E:59| 700]: Train Loss:0.0012542, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:05:59,814 - testrun_d2ab6391 - [INFO] - [E:59| 800]: Train Loss:0.0012549, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:07:40,960 - testrun_d2ab6391 - [INFO] - [E:59| 900]: Train Loss:0.001254, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:09:26,339 - testrun_d2ab6391 - [INFO] - [E:59| 1000]: Train Loss:0.0012527, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:11:04,167 - testrun_d2ab6391 - [INFO] - [E:59| 1100]: Train Loss:0.0012531, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:12:49,765 - testrun_d2ab6391 - [INFO] - [E:59| 1200]: Train Loss:0.0012523, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:14:27,528 - testrun_d2ab6391 - [INFO] - [E:59| 1300]: Train Loss:0.0012518, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:16:12,866 - testrun_d2ab6391 - [INFO] - [E:59| 1400]: Train Loss:0.0012512, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:17:50,460 - testrun_d2ab6391 - [INFO] - [E:59| 1500]: Train Loss:0.0012508, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:19:36,275 - testrun_d2ab6391 - [INFO] - [E:59| 1600]: Train Loss:0.0012507, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:20:42,499 - testrun_d2ab6391 - [INFO] - [Epoch:59]: Training Loss:0.001251 + +2023-06-01 23:20:42,829 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 23:21:15,037 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 23:21:36,427 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 23:22:13,443 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 23:22:34,514 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.39941, Head : 0.15022, Avg : 0.27481 + MR: Tail : 436.0, Head : 895.8, Avg : 665.9 + Hit-1: Tail : 0.33754, Head : 0.08492, Avg : 0.21123 + Hit-3: Tail : 0.43359, Head : 0.18656, Avg : 0.31008 + Hit-10: Tail : 0.51113, Head : 0.2598, Avg : 0.38547 +2023-06-01 23:22:34,565 - testrun_d2ab6391 - [INFO] - [Epoch 59]: Training Loss: 0.0012506, Valid MRR: 0.27518, + + + +2023-06-01 23:22:35,717 - testrun_d2ab6391 - [INFO] - [E:60| 0]: Train Loss:0.0012183, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:24:18,143 - testrun_d2ab6391 - [INFO] - [E:60| 100]: Train Loss:0.0012577, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:25:58,575 - testrun_d2ab6391 - [INFO] - [E:60| 200]: Train Loss:0.0012541, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:27:44,217 - testrun_d2ab6391 - [INFO] - [E:60| 300]: Train Loss:0.001252, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:29:21,674 - testrun_d2ab6391 - [INFO] - [E:60| 400]: Train Loss:0.0012492, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:31:07,287 - testrun_d2ab6391 - [INFO] - [E:60| 500]: Train Loss:0.00125, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:32:44,937 - testrun_d2ab6391 - [INFO] - [E:60| 600]: Train Loss:0.0012478, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:34:30,405 - testrun_d2ab6391 - [INFO] - [E:60| 700]: Train Loss:0.0012483, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:36:07,903 - testrun_d2ab6391 - [INFO] - [E:60| 800]: Train Loss:0.001248, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:37:53,663 - testrun_d2ab6391 - [INFO] - [E:60| 900]: Train Loss:0.0012473, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:39:31,181 - testrun_d2ab6391 - [INFO] - [E:60| 1000]: Train Loss:0.0012477, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:41:16,860 - testrun_d2ab6391 - [INFO] - [E:60| 1100]: Train Loss:0.0012484, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:42:54,802 - testrun_d2ab6391 - [INFO] - [E:60| 1200]: Train Loss:0.0012483, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:44:40,350 - testrun_d2ab6391 - [INFO] - [E:60| 1300]: Train Loss:0.001248, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:46:22,076 - testrun_d2ab6391 - [INFO] - [E:60| 1400]: Train Loss:0.0012482, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:48:03,496 - testrun_d2ab6391 - [INFO] - [E:60| 1500]: Train Loss:0.0012469, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:49:49,298 - testrun_d2ab6391 - [INFO] - [E:60| 1600]: Train Loss:0.0012463, Val MRR:0.27518, testrun_d2ab6391 +2023-06-01 23:50:50,518 - testrun_d2ab6391 - [INFO] - [Epoch:60]: Training Loss:0.001246 + +2023-06-01 23:50:50,948 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-01 23:51:27,691 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-01 23:51:49,047 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-01 23:52:25,986 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-01 23:52:47,066 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.4053, Head : 0.14941, Avg : 0.27736 + +2023-06-01 23:52:48,190 - testrun_d2ab6391 - [INFO] - [Epoch 60]: Training Loss: 0.0012465, Valid MRR: 0.27736, + + + +2023-06-01 23:52:49,258 - testrun_d2ab6391 - [INFO] - [E:61| 0]: Train Loss:0.001234, Val MRR:0.27736, testrun_d2ab6391 +2023-06-01 23:54:26,964 - testrun_d2ab6391 - [INFO] - [E:61| 100]: Train Loss:0.0012458, Val MRR:0.27736, testrun_d2ab6391 +2023-06-01 23:56:12,535 - testrun_d2ab6391 - [INFO] - [E:61| 200]: Train Loss:0.0012433, Val MRR:0.27736, testrun_d2ab6391 +2023-06-01 23:57:50,158 - testrun_d2ab6391 - [INFO] - [E:61| 300]: Train Loss:0.0012448, Val MRR:0.27736, testrun_d2ab6391 +2023-06-01 23:59:35,804 - testrun_d2ab6391 - [INFO] - [E:61| 400]: Train Loss:0.0012449, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:01:13,426 - testrun_d2ab6391 - [INFO] - [E:61| 500]: Train Loss:0.0012451, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:02:59,108 - testrun_d2ab6391 - [INFO] - [E:61| 600]: Train Loss:0.0012444, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:04:39,727 - testrun_d2ab6391 - [INFO] - [E:61| 700]: Train Loss:0.001244, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:06:22,444 - testrun_d2ab6391 - [INFO] - [E:61| 800]: Train Loss:0.0012434, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:08:06,889 - testrun_d2ab6391 - [INFO] - [E:61| 900]: Train Loss:0.0012431, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:09:45,751 - testrun_d2ab6391 - [INFO] - [E:61| 1000]: Train Loss:0.0012433, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:11:31,297 - testrun_d2ab6391 - [INFO] - [E:61| 1100]: Train Loss:0.0012433, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:13:08,946 - testrun_d2ab6391 - [INFO] - [E:61| 1200]: Train Loss:0.0012422, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:14:54,680 - testrun_d2ab6391 - [INFO] - [E:61| 1300]: Train Loss:0.0012418, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:16:32,036 - testrun_d2ab6391 - [INFO] - [E:61| 1400]: Train Loss:0.0012421, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:18:17,550 - testrun_d2ab6391 - [INFO] - [E:61| 1500]: Train Loss:0.0012417, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:19:54,988 - testrun_d2ab6391 - [INFO] - [E:61| 1600]: Train Loss:0.0012414, Val MRR:0.27736, testrun_d2ab6391 +2023-06-02 00:21:03,950 - testrun_d2ab6391 - [INFO] - [Epoch:61]: Training Loss:0.001242 + +2023-06-02 00:21:04,402 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 00:21:41,058 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 00:22:02,349 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 00:22:39,170 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 00:22:55,778 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.4088, Head : 0.1492, Avg : 0.279 + +2023-06-02 00:22:56,826 - testrun_d2ab6391 - [INFO] - [Epoch 61]: Training Loss: 0.0012415, Valid MRR: 0.279, + + + +2023-06-02 00:22:57,698 - testrun_d2ab6391 - [INFO] - [E:62| 0]: Train Loss:0.0011993, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:24:41,750 - testrun_d2ab6391 - [INFO] - [E:62| 100]: Train Loss:0.0012374, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:26:24,827 - testrun_d2ab6391 - [INFO] - [E:62| 200]: Train Loss:0.0012351, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:28:04,721 - testrun_d2ab6391 - [INFO] - [E:62| 300]: Train Loss:0.0012362, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:29:50,229 - testrun_d2ab6391 - [INFO] - [E:62| 400]: Train Loss:0.0012352, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:31:27,452 - testrun_d2ab6391 - [INFO] - [E:62| 500]: Train Loss:0.0012357, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:33:13,094 - testrun_d2ab6391 - [INFO] - [E:62| 600]: Train Loss:0.0012346, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:34:50,877 - testrun_d2ab6391 - [INFO] - [E:62| 700]: Train Loss:0.0012357, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:36:36,272 - testrun_d2ab6391 - [INFO] - [E:62| 800]: Train Loss:0.0012375, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:38:13,990 - testrun_d2ab6391 - [INFO] - [E:62| 900]: Train Loss:0.0012372, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:39:59,591 - testrun_d2ab6391 - [INFO] - [E:62| 1000]: Train Loss:0.0012377, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:41:37,281 - testrun_d2ab6391 - [INFO] - [E:62| 1100]: Train Loss:0.0012386, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:43:23,067 - testrun_d2ab6391 - [INFO] - [E:62| 1200]: Train Loss:0.0012388, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:45:01,634 - testrun_d2ab6391 - [INFO] - [E:62| 1300]: Train Loss:0.001239, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:46:46,178 - testrun_d2ab6391 - [INFO] - [E:62| 1400]: Train Loss:0.0012387, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:48:28,736 - testrun_d2ab6391 - [INFO] - [E:62| 1500]: Train Loss:0.0012382, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:50:09,361 - testrun_d2ab6391 - [INFO] - [E:62| 1600]: Train Loss:0.0012387, Val MRR:0.279, testrun_d2ab6391 +2023-06-02 00:51:18,331 - testrun_d2ab6391 - [INFO] - [Epoch:62]: Training Loss:0.001238 + +2023-06-02 00:51:18,796 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 00:51:55,471 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 00:52:12,137 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 00:52:45,511 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 00:53:06,556 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.41116, Head : 0.15912, Avg : 0.28514 + +2023-06-02 00:53:07,604 - testrun_d2ab6391 - [INFO] - [Epoch 62]: Training Loss: 0.001238, Valid MRR: 0.28514, + + + +2023-06-02 00:53:08,704 - testrun_d2ab6391 - [INFO] - [E:63| 0]: Train Loss:0.0012089, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 00:54:54,533 - testrun_d2ab6391 - [INFO] - [E:63| 100]: Train Loss:0.0012391, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 00:56:32,338 - testrun_d2ab6391 - [INFO] - [E:63| 200]: Train Loss:0.0012372, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 00:58:18,061 - testrun_d2ab6391 - [INFO] - [E:63| 300]: Train Loss:0.0012386, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 00:59:55,393 - testrun_d2ab6391 - [INFO] - [E:63| 400]: Train Loss:0.0012395, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:01:40,793 - testrun_d2ab6391 - [INFO] - [E:63| 500]: Train Loss:0.0012376, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:03:18,711 - testrun_d2ab6391 - [INFO] - [E:63| 600]: Train Loss:0.0012369, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:05:04,041 - testrun_d2ab6391 - [INFO] - [E:63| 700]: Train Loss:0.0012374, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:06:45,902 - testrun_d2ab6391 - [INFO] - [E:63| 800]: Train Loss:0.001236, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:08:27,217 - testrun_d2ab6391 - [INFO] - [E:63| 900]: Train Loss:0.0012359, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:10:12,907 - testrun_d2ab6391 - [INFO] - [E:63| 1000]: Train Loss:0.0012353, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:11:50,275 - testrun_d2ab6391 - [INFO] - [E:63| 1100]: Train Loss:0.0012351, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:13:35,669 - testrun_d2ab6391 - [INFO] - [E:63| 1200]: Train Loss:0.0012349, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:15:12,997 - testrun_d2ab6391 - [INFO] - [E:63| 1300]: Train Loss:0.0012344, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:16:58,359 - testrun_d2ab6391 - [INFO] - [E:63| 1400]: Train Loss:0.0012344, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:18:35,713 - testrun_d2ab6391 - [INFO] - [E:63| 1500]: Train Loss:0.0012337, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:20:21,303 - testrun_d2ab6391 - [INFO] - [E:63| 1600]: Train Loss:0.0012336, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:21:27,036 - testrun_d2ab6391 - [INFO] - [Epoch:63]: Training Loss:0.001234 + +2023-06-02 01:21:27,366 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 01:21:59,409 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 01:22:20,671 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 01:22:57,633 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 01:23:18,623 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.41207, Head : 0.15795, Avg : 0.28501 + +2023-06-02 01:23:18,672 - testrun_d2ab6391 - [INFO] - [Epoch 63]: Training Loss: 0.0012341, Valid MRR: 0.28514, + + + +2023-06-02 01:23:19,732 - testrun_d2ab6391 - [INFO] - [E:64| 0]: Train Loss:0.0011644, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:25:02,386 - testrun_d2ab6391 - [INFO] - [E:64| 100]: Train Loss:0.0012157, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:26:43,021 - testrun_d2ab6391 - [INFO] - [E:64| 200]: Train Loss:0.0012233, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:28:28,579 - testrun_d2ab6391 - [INFO] - [E:64| 300]: Train Loss:0.0012262, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:30:06,230 - testrun_d2ab6391 - [INFO] - [E:64| 400]: Train Loss:0.0012279, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:31:51,714 - testrun_d2ab6391 - [INFO] - [E:64| 500]: Train Loss:0.001229, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:33:29,354 - testrun_d2ab6391 - [INFO] - [E:64| 600]: Train Loss:0.0012298, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:35:14,950 - testrun_d2ab6391 - [INFO] - [E:64| 700]: Train Loss:0.0012294, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:36:51,947 - testrun_d2ab6391 - [INFO] - [E:64| 800]: Train Loss:0.0012299, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:38:37,286 - testrun_d2ab6391 - [INFO] - [E:64| 900]: Train Loss:0.0012294, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:40:14,395 - testrun_d2ab6391 - [INFO] - [E:64| 1000]: Train Loss:0.0012293, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:41:59,602 - testrun_d2ab6391 - [INFO] - [E:64| 1100]: Train Loss:0.0012291, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:43:38,798 - testrun_d2ab6391 - [INFO] - [E:64| 1200]: Train Loss:0.0012293, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:45:22,148 - testrun_d2ab6391 - [INFO] - [E:64| 1300]: Train Loss:0.00123, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:47:05,820 - testrun_d2ab6391 - [INFO] - [E:64| 1400]: Train Loss:0.0012298, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:48:44,971 - testrun_d2ab6391 - [INFO] - [E:64| 1500]: Train Loss:0.0012296, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:50:30,426 - testrun_d2ab6391 - [INFO] - [E:64| 1600]: Train Loss:0.001229, Val MRR:0.28514, testrun_d2ab6391 +2023-06-02 01:51:31,214 - testrun_d2ab6391 - [INFO] - [Epoch:64]: Training Loss:0.00123 + +2023-06-02 01:51:31,599 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 01:52:08,371 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 01:52:29,609 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 01:53:06,575 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 01:53:27,651 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.41479, Head : 0.15752, Avg : 0.28616 + +2023-06-02 01:53:28,692 - testrun_d2ab6391 - [INFO] - [Epoch 64]: Training Loss: 0.0012298, Valid MRR: 0.28616, + + + +2023-06-02 01:53:29,816 - testrun_d2ab6391 - [INFO] - [E:65| 0]: Train Loss:0.0011487, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 01:55:07,506 - testrun_d2ab6391 - [INFO] - [E:65| 100]: Train Loss:0.0012229, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 01:56:53,481 - testrun_d2ab6391 - [INFO] - [E:65| 200]: Train Loss:0.001225, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 01:58:30,963 - testrun_d2ab6391 - [INFO] - [E:65| 300]: Train Loss:0.0012232, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:00:16,805 - testrun_d2ab6391 - [INFO] - [E:65| 400]: Train Loss:0.0012226, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:01:56,040 - testrun_d2ab6391 - [INFO] - [E:65| 500]: Train Loss:0.0012248, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:03:39,841 - testrun_d2ab6391 - [INFO] - [E:65| 600]: Train Loss:0.001226, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:05:23,052 - testrun_d2ab6391 - [INFO] - [E:65| 700]: Train Loss:0.0012265, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:07:03,117 - testrun_d2ab6391 - [INFO] - [E:65| 800]: Train Loss:0.0012253, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:08:48,760 - testrun_d2ab6391 - [INFO] - [E:65| 900]: Train Loss:0.0012257, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:10:25,951 - testrun_d2ab6391 - [INFO] - [E:65| 1000]: Train Loss:0.0012261, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:12:11,257 - testrun_d2ab6391 - [INFO] - [E:65| 1100]: Train Loss:0.0012264, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:13:48,326 - testrun_d2ab6391 - [INFO] - [E:65| 1200]: Train Loss:0.0012263, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:15:33,742 - testrun_d2ab6391 - [INFO] - [E:65| 1300]: Train Loss:0.0012256, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:17:11,204 - testrun_d2ab6391 - [INFO] - [E:65| 1400]: Train Loss:0.0012255, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:18:56,908 - testrun_d2ab6391 - [INFO] - [E:65| 1500]: Train Loss:0.0012259, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:20:34,504 - testrun_d2ab6391 - [INFO] - [E:65| 1600]: Train Loss:0.0012262, Val MRR:0.28616, testrun_d2ab6391 +2023-06-02 02:21:43,717 - testrun_d2ab6391 - [INFO] - [Epoch:65]: Training Loss:0.001226 + +2023-06-02 02:21:44,179 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 02:22:20,939 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 02:22:42,228 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 02:23:19,156 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 02:23:38,978 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.41903, Head : 0.18598, Avg : 0.30251 + +2023-06-02 02:23:40,380 - testrun_d2ab6391 - [INFO] - [Epoch 65]: Training Loss: 0.0012264, Valid MRR: 0.30251, + + + +2023-06-02 02:23:41,251 - testrun_d2ab6391 - [INFO] - [E:66| 0]: Train Loss:0.0012207, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:25:22,851 - testrun_d2ab6391 - [INFO] - [E:66| 100]: Train Loss:0.0012202, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:27:08,419 - testrun_d2ab6391 - [INFO] - [E:66| 200]: Train Loss:0.0012181, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:28:45,858 - testrun_d2ab6391 - [INFO] - [E:66| 300]: Train Loss:0.0012235, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:30:31,386 - testrun_d2ab6391 - [INFO] - [E:66| 400]: Train Loss:0.0012222, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:32:08,808 - testrun_d2ab6391 - [INFO] - [E:66| 500]: Train Loss:0.0012241, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:33:54,455 - testrun_d2ab6391 - [INFO] - [E:66| 600]: Train Loss:0.0012238, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:35:31,920 - testrun_d2ab6391 - [INFO] - [E:66| 700]: Train Loss:0.0012248, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:37:17,294 - testrun_d2ab6391 - [INFO] - [E:66| 800]: Train Loss:0.0012244, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:38:54,982 - testrun_d2ab6391 - [INFO] - [E:66| 900]: Train Loss:0.0012234, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:40:40,680 - testrun_d2ab6391 - [INFO] - [E:66| 1000]: Train Loss:0.0012224, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:42:18,432 - testrun_d2ab6391 - [INFO] - [E:66| 1100]: Train Loss:0.001223, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:44:04,282 - testrun_d2ab6391 - [INFO] - [E:66| 1200]: Train Loss:0.0012231, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:45:45,672 - testrun_d2ab6391 - [INFO] - [E:66| 1300]: Train Loss:0.001223, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:47:27,823 - testrun_d2ab6391 - [INFO] - [E:66| 1400]: Train Loss:0.001223, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:49:13,075 - testrun_d2ab6391 - [INFO] - [E:66| 1500]: Train Loss:0.001223, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:50:51,139 - testrun_d2ab6391 - [INFO] - [E:66| 1600]: Train Loss:0.0012234, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:52:00,203 - testrun_d2ab6391 - [INFO] - [Epoch:66]: Training Loss:0.001223 + +2023-06-02 02:52:00,659 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 02:52:37,509 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 02:52:56,813 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 02:53:27,679 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 02:53:48,696 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.41565, Head : 0.18289, Avg : 0.29927 + +2023-06-02 02:53:48,746 - testrun_d2ab6391 - [INFO] - [Epoch 66]: Training Loss: 0.0012229, Valid MRR: 0.30251, + + + +2023-06-02 02:53:49,910 - testrun_d2ab6391 - [INFO] - [E:67| 0]: Train Loss:0.001163, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:55:35,794 - testrun_d2ab6391 - [INFO] - [E:67| 100]: Train Loss:0.0012111, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:57:13,303 - testrun_d2ab6391 - [INFO] - [E:67| 200]: Train Loss:0.0012141, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 02:58:58,992 - testrun_d2ab6391 - [INFO] - [E:67| 300]: Train Loss:0.0012155, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:00:36,549 - testrun_d2ab6391 - [INFO] - [E:67| 400]: Train Loss:0.0012159, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:02:22,451 - testrun_d2ab6391 - [INFO] - [E:67| 500]: Train Loss:0.001215, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:04:03,820 - testrun_d2ab6391 - [INFO] - [E:67| 600]: Train Loss:0.0012155, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:05:45,799 - testrun_d2ab6391 - [INFO] - [E:67| 700]: Train Loss:0.0012163, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:07:31,212 - testrun_d2ab6391 - [INFO] - [E:67| 800]: Train Loss:0.0012174, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:09:09,323 - testrun_d2ab6391 - [INFO] - [E:67| 900]: Train Loss:0.0012175, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:10:55,216 - testrun_d2ab6391 - [INFO] - [E:67| 1000]: Train Loss:0.0012171, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:12:33,057 - testrun_d2ab6391 - [INFO] - [E:67| 1100]: Train Loss:0.0012176, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:14:18,728 - testrun_d2ab6391 - [INFO] - [E:67| 1200]: Train Loss:0.0012176, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:15:56,591 - testrun_d2ab6391 - [INFO] - [E:67| 1300]: Train Loss:0.0012178, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:17:42,520 - testrun_d2ab6391 - [INFO] - [E:67| 1400]: Train Loss:0.0012182, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:19:20,253 - testrun_d2ab6391 - [INFO] - [E:67| 1500]: Train Loss:0.0012184, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:21:06,066 - testrun_d2ab6391 - [INFO] - [E:67| 1600]: Train Loss:0.0012187, Val MRR:0.30251, testrun_d2ab6391 +2023-06-02 03:22:14,682 - testrun_d2ab6391 - [INFO] - [Epoch:67]: Training Loss:0.001219 + +2023-06-02 03:22:15,013 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 03:22:44,496 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 03:23:05,892 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 03:23:42,885 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 03:24:03,967 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.42216, Head : 0.19535, Avg : 0.30875 + +2023-06-02 03:24:05,233 - testrun_d2ab6391 - [INFO] - [Epoch 67]: Training Loss: 0.0012186, Valid MRR: 0.30875, + + + +2023-06-02 03:24:06,407 - testrun_d2ab6391 - [INFO] - [E:68| 0]: Train Loss:0.0012297, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:25:51,025 - testrun_d2ab6391 - [INFO] - [E:68| 100]: Train Loss:0.0012151, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:27:30,059 - testrun_d2ab6391 - [INFO] - [E:68| 200]: Train Loss:0.0012154, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:29:15,813 - testrun_d2ab6391 - [INFO] - [E:68| 300]: Train Loss:0.001216, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:30:53,627 - testrun_d2ab6391 - [INFO] - [E:68| 400]: Train Loss:0.0012162, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:32:39,438 - testrun_d2ab6391 - [INFO] - [E:68| 500]: Train Loss:0.0012156, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:34:17,105 - testrun_d2ab6391 - [INFO] - [E:68| 600]: Train Loss:0.0012158, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:36:02,744 - testrun_d2ab6391 - [INFO] - [E:68| 700]: Train Loss:0.0012165, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:37:40,568 - testrun_d2ab6391 - [INFO] - [E:68| 800]: Train Loss:0.0012152, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:39:26,451 - testrun_d2ab6391 - [INFO] - [E:68| 900]: Train Loss:0.0012152, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:41:04,277 - testrun_d2ab6391 - [INFO] - [E:68| 1000]: Train Loss:0.0012165, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:42:50,258 - testrun_d2ab6391 - [INFO] - [E:68| 1100]: Train Loss:0.0012166, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:44:30,390 - testrun_d2ab6391 - [INFO] - [E:68| 1200]: Train Loss:0.0012166, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:46:13,960 - testrun_d2ab6391 - [INFO] - [E:68| 1300]: Train Loss:0.001216, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:47:58,131 - testrun_d2ab6391 - [INFO] - [E:68| 1400]: Train Loss:0.0012161, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:49:37,915 - testrun_d2ab6391 - [INFO] - [E:68| 1500]: Train Loss:0.0012156, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:51:23,935 - testrun_d2ab6391 - [INFO] - [E:68| 1600]: Train Loss:0.0012159, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:52:25,227 - testrun_d2ab6391 - [INFO] - [Epoch:68]: Training Loss:0.001215 + +2023-06-02 03:52:25,583 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 03:53:02,533 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 03:53:23,847 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 03:54:01,013 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 03:54:22,131 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.42365, Head : 0.19353, Avg : 0.30859 + +2023-06-02 03:54:22,180 - testrun_d2ab6391 - [INFO] - [Epoch 68]: Training Loss: 0.0012154, Valid MRR: 0.30875, + + + +2023-06-02 03:54:23,233 - testrun_d2ab6391 - [INFO] - [E:69| 0]: Train Loss:0.0012093, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:56:01,049 - testrun_d2ab6391 - [INFO] - [E:69| 100]: Train Loss:0.0012187, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:57:47,043 - testrun_d2ab6391 - [INFO] - [E:69| 200]: Train Loss:0.0012167, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 03:59:24,813 - testrun_d2ab6391 - [INFO] - [E:69| 300]: Train Loss:0.0012154, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:01:10,909 - testrun_d2ab6391 - [INFO] - [E:69| 400]: Train Loss:0.0012134, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:02:50,713 - testrun_d2ab6391 - [INFO] - [E:69| 500]: Train Loss:0.0012132, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:04:34,789 - testrun_d2ab6391 - [INFO] - [E:69| 600]: Train Loss:0.0012133, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:06:18,551 - testrun_d2ab6391 - [INFO] - [E:69| 700]: Train Loss:0.001212, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:07:58,677 - testrun_d2ab6391 - [INFO] - [E:69| 800]: Train Loss:0.0012111, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:09:44,581 - testrun_d2ab6391 - [INFO] - [E:69| 900]: Train Loss:0.0012117, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:11:22,541 - testrun_d2ab6391 - [INFO] - [E:69| 1000]: Train Loss:0.0012114, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:13:08,532 - testrun_d2ab6391 - [INFO] - [E:69| 1100]: Train Loss:0.001212, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:14:46,560 - testrun_d2ab6391 - [INFO] - [E:69| 1200]: Train Loss:0.0012115, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:16:32,597 - testrun_d2ab6391 - [INFO] - [E:69| 1300]: Train Loss:0.0012122, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:18:10,538 - testrun_d2ab6391 - [INFO] - [E:69| 1400]: Train Loss:0.0012123, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:19:56,585 - testrun_d2ab6391 - [INFO] - [E:69| 1500]: Train Loss:0.0012122, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:21:34,369 - testrun_d2ab6391 - [INFO] - [E:69| 1600]: Train Loss:0.0012119, Val MRR:0.30875, testrun_d2ab6391 +2023-06-02 04:22:43,431 - testrun_d2ab6391 - [INFO] - [Epoch:69]: Training Loss:0.001212 + +2023-06-02 04:22:43,859 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 04:23:23,466 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 04:23:45,158 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 04:24:22,354 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 04:24:38,944 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.42469, Head : 0.20635, Avg : 0.31552 + MR: Tail : 398.89, Head : 814.77, Avg : 606.83 + Hit-1: Tail : 0.35461, Head : 0.13049, Avg : 0.24255 + Hit-3: Tail : 0.45774, Head : 0.24941, Avg : 0.35357 + Hit-10: Tail : 0.55414, Head : 0.33784, Avg : 0.44599 +2023-06-02 04:24:45,681 - testrun_d2ab6391 - [INFO] - [Epoch 69]: Training Loss: 0.0012118, Valid MRR: 0.31552, + + + +2023-06-02 04:24:46,848 - testrun_d2ab6391 - [INFO] - [E:70| 0]: Train Loss:0.0011891, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:26:32,856 - testrun_d2ab6391 - [INFO] - [E:70| 100]: Train Loss:0.0012025, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:28:11,229 - testrun_d2ab6391 - [INFO] - [E:70| 200]: Train Loss:0.001208, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:29:56,731 - testrun_d2ab6391 - [INFO] - [E:70| 300]: Train Loss:0.0012079, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:31:38,745 - testrun_d2ab6391 - [INFO] - [E:70| 400]: Train Loss:0.0012074, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:33:20,103 - testrun_d2ab6391 - [INFO] - [E:70| 500]: Train Loss:0.0012085, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:35:05,777 - testrun_d2ab6391 - [INFO] - [E:70| 600]: Train Loss:0.0012104, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:36:43,401 - testrun_d2ab6391 - [INFO] - [E:70| 700]: Train Loss:0.0012098, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:38:29,033 - testrun_d2ab6391 - [INFO] - [E:70| 800]: Train Loss:0.00121, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:40:06,550 - testrun_d2ab6391 - [INFO] - [E:70| 900]: Train Loss:0.0012109, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:41:52,494 - testrun_d2ab6391 - [INFO] - [E:70| 1000]: Train Loss:0.0012107, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:43:30,152 - testrun_d2ab6391 - [INFO] - [E:70| 1100]: Train Loss:0.0012108, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:45:16,229 - testrun_d2ab6391 - [INFO] - [E:70| 1200]: Train Loss:0.0012094, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:46:53,884 - testrun_d2ab6391 - [INFO] - [E:70| 1300]: Train Loss:0.001209, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:48:39,839 - testrun_d2ab6391 - [INFO] - [E:70| 1400]: Train Loss:0.0012083, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:50:17,543 - testrun_d2ab6391 - [INFO] - [E:70| 1500]: Train Loss:0.0012081, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:52:03,083 - testrun_d2ab6391 - [INFO] - [E:70| 1600]: Train Loss:0.0012089, Val MRR:0.31552, testrun_d2ab6391 +2023-06-02 04:53:12,194 - testrun_d2ab6391 - [INFO] - [Epoch:70]: Training Loss:0.001209 + +2023-06-02 04:53:12,602 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 04:53:45,216 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 04:54:02,496 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 04:54:39,647 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 04:55:00,783 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.4241, Head : 0.20915, Avg : 0.31662 + +2023-06-02 04:55:01,851 - testrun_d2ab6391 - [INFO] - [Epoch 70]: Training Loss: 0.0012088, Valid MRR: 0.31662, + + + +2023-06-02 04:55:03,013 - testrun_d2ab6391 - [INFO] - [E:71| 0]: Train Loss:0.0011915, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 04:56:48,642 - testrun_d2ab6391 - [INFO] - [E:71| 100]: Train Loss:0.0012001, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 04:58:26,281 - testrun_d2ab6391 - [INFO] - [E:71| 200]: Train Loss:0.0012046, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:00:12,102 - testrun_d2ab6391 - [INFO] - [E:71| 300]: Train Loss:0.0012053, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:01:49,787 - testrun_d2ab6391 - [INFO] - [E:71| 400]: Train Loss:0.0012048, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:03:35,822 - testrun_d2ab6391 - [INFO] - [E:71| 500]: Train Loss:0.0012061, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:05:13,984 - testrun_d2ab6391 - [INFO] - [E:71| 600]: Train Loss:0.0012065, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:07:00,023 - testrun_d2ab6391 - [INFO] - [E:71| 700]: Train Loss:0.0012064, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:08:37,904 - testrun_d2ab6391 - [INFO] - [E:71| 800]: Train Loss:0.0012065, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:10:23,580 - testrun_d2ab6391 - [INFO] - [E:71| 900]: Train Loss:0.0012075, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:12:04,771 - testrun_d2ab6391 - [INFO] - [E:71| 1000]: Train Loss:0.0012065, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:13:46,685 - testrun_d2ab6391 - [INFO] - [E:71| 1100]: Train Loss:0.0012055, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:15:32,424 - testrun_d2ab6391 - [INFO] - [E:71| 1200]: Train Loss:0.0012055, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:17:10,471 - testrun_d2ab6391 - [INFO] - [E:71| 1300]: Train Loss:0.001206, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:18:56,193 - testrun_d2ab6391 - [INFO] - [E:71| 1400]: Train Loss:0.0012069, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:20:33,800 - testrun_d2ab6391 - [INFO] - [E:71| 1500]: Train Loss:0.0012065, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:22:19,710 - testrun_d2ab6391 - [INFO] - [E:71| 1600]: Train Loss:0.0012062, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:23:20,982 - testrun_d2ab6391 - [INFO] - [Epoch:71]: Training Loss:0.001206 + +2023-06-02 05:23:21,453 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 05:23:58,432 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 05:24:19,890 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 05:24:56,938 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 05:25:18,058 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.42503, Head : 0.19199, Avg : 0.30851 + +2023-06-02 05:25:18,116 - testrun_d2ab6391 - [INFO] - [Epoch 71]: Training Loss: 0.0012059, Valid MRR: 0.31662, + + + +2023-06-02 05:25:19,240 - testrun_d2ab6391 - [INFO] - [E:72| 0]: Train Loss:0.0012371, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:26:57,192 - testrun_d2ab6391 - [INFO] - [E:72| 100]: Train Loss:0.0012122, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:28:43,063 - testrun_d2ab6391 - [INFO] - [E:72| 200]: Train Loss:0.0012061, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:30:24,495 - testrun_d2ab6391 - [INFO] - [E:72| 300]: Train Loss:0.0012044, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:32:06,665 - testrun_d2ab6391 - [INFO] - [E:72| 400]: Train Loss:0.0012047, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:33:52,221 - testrun_d2ab6391 - [INFO] - [E:72| 500]: Train Loss:0.0012049, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:35:30,718 - testrun_d2ab6391 - [INFO] - [E:72| 600]: Train Loss:0.0012052, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:37:16,471 - testrun_d2ab6391 - [INFO] - [E:72| 700]: Train Loss:0.0012045, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:38:54,045 - testrun_d2ab6391 - [INFO] - [E:72| 800]: Train Loss:0.0012043, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:40:39,759 - testrun_d2ab6391 - [INFO] - [E:72| 900]: Train Loss:0.0012046, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:42:17,286 - testrun_d2ab6391 - [INFO] - [E:72| 1000]: Train Loss:0.0012046, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:44:02,977 - testrun_d2ab6391 - [INFO] - [E:72| 1100]: Train Loss:0.0012042, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:45:40,532 - testrun_d2ab6391 - [INFO] - [E:72| 1200]: Train Loss:0.0012046, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:47:26,533 - testrun_d2ab6391 - [INFO] - [E:72| 1300]: Train Loss:0.0012039, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:49:04,463 - testrun_d2ab6391 - [INFO] - [E:72| 1400]: Train Loss:0.0012035, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:50:50,685 - testrun_d2ab6391 - [INFO] - [E:72| 1500]: Train Loss:0.0012034, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:52:31,909 - testrun_d2ab6391 - [INFO] - [E:72| 1600]: Train Loss:0.0012031, Val MRR:0.31662, testrun_d2ab6391 +2023-06-02 05:53:37,857 - testrun_d2ab6391 - [INFO] - [Epoch:72]: Training Loss:0.001203 + +2023-06-02 05:53:38,290 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 05:54:15,217 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 05:54:36,656 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 05:55:13,720 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 05:55:34,737 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.42707, Head : 0.21236, Avg : 0.31971 + +2023-06-02 05:55:35,804 - testrun_d2ab6391 - [INFO] - [Epoch 72]: Training Loss: 0.0012028, Valid MRR: 0.31971, + + + +2023-06-02 05:55:36,874 - testrun_d2ab6391 - [INFO] - [E:73| 0]: Train Loss:0.0011223, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 05:57:14,748 - testrun_d2ab6391 - [INFO] - [E:73| 100]: Train Loss:0.0011953, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 05:59:01,030 - testrun_d2ab6391 - [INFO] - [E:73| 200]: Train Loss:0.0011954, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:00:38,947 - testrun_d2ab6391 - [INFO] - [E:73| 300]: Train Loss:0.0011948, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:02:24,973 - testrun_d2ab6391 - [INFO] - [E:73| 400]: Train Loss:0.001195, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:04:03,010 - testrun_d2ab6391 - [INFO] - [E:73| 500]: Train Loss:0.001195, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:05:49,094 - testrun_d2ab6391 - [INFO] - [E:73| 600]: Train Loss:0.0011962, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:07:27,067 - testrun_d2ab6391 - [INFO] - [E:73| 700]: Train Loss:0.0011962, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:09:13,300 - testrun_d2ab6391 - [INFO] - [E:73| 800]: Train Loss:0.001197, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:10:52,851 - testrun_d2ab6391 - [INFO] - [E:73| 900]: Train Loss:0.0011969, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:12:37,771 - testrun_d2ab6391 - [INFO] - [E:73| 1000]: Train Loss:0.0011975, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:14:20,691 - testrun_d2ab6391 - [INFO] - [E:73| 1100]: Train Loss:0.0011977, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:16:01,754 - testrun_d2ab6391 - [INFO] - [E:73| 1200]: Train Loss:0.0011969, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:17:47,782 - testrun_d2ab6391 - [INFO] - [E:73| 1300]: Train Loss:0.0011977, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:19:25,721 - testrun_d2ab6391 - [INFO] - [E:73| 1400]: Train Loss:0.0011982, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:21:11,728 - testrun_d2ab6391 - [INFO] - [E:73| 1500]: Train Loss:0.0011986, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:22:49,700 - testrun_d2ab6391 - [INFO] - [E:73| 1600]: Train Loss:0.0011985, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:23:59,107 - testrun_d2ab6391 - [INFO] - [Epoch:73]: Training Loss:0.001199 + +2023-06-02 06:23:59,511 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 06:24:36,298 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 06:24:57,692 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 06:25:28,540 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 06:25:47,861 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.42516, Head : 0.21415, Avg : 0.31966 + +2023-06-02 06:25:47,910 - testrun_d2ab6391 - [INFO] - [Epoch 73]: Training Loss: 0.001199, Valid MRR: 0.31971, + + + +2023-06-02 06:25:48,977 - testrun_d2ab6391 - [INFO] - [E:74| 0]: Train Loss:0.0011417, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:27:34,977 - testrun_d2ab6391 - [INFO] - [E:74| 100]: Train Loss:0.0011968, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:29:13,121 - testrun_d2ab6391 - [INFO] - [E:74| 200]: Train Loss:0.001197, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:30:58,839 - testrun_d2ab6391 - [INFO] - [E:74| 300]: Train Loss:0.0011995, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:32:40,861 - testrun_d2ab6391 - [INFO] - [E:74| 400]: Train Loss:0.0011994, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:34:23,051 - testrun_d2ab6391 - [INFO] - [E:74| 500]: Train Loss:0.0011997, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:36:08,682 - testrun_d2ab6391 - [INFO] - [E:74| 600]: Train Loss:0.0011995, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:37:47,141 - testrun_d2ab6391 - [INFO] - [E:74| 700]: Train Loss:0.0011986, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:39:33,171 - testrun_d2ab6391 - [INFO] - [E:74| 800]: Train Loss:0.0011981, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:41:10,844 - testrun_d2ab6391 - [INFO] - [E:74| 900]: Train Loss:0.0011967, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:42:56,506 - testrun_d2ab6391 - [INFO] - [E:74| 1000]: Train Loss:0.0011968, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:44:34,087 - testrun_d2ab6391 - [INFO] - [E:74| 1100]: Train Loss:0.0011965, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:46:19,903 - testrun_d2ab6391 - [INFO] - [E:74| 1200]: Train Loss:0.0011968, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:47:57,444 - testrun_d2ab6391 - [INFO] - [E:74| 1300]: Train Loss:0.0011964, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:49:43,615 - testrun_d2ab6391 - [INFO] - [E:74| 1400]: Train Loss:0.0011963, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:51:21,365 - testrun_d2ab6391 - [INFO] - [E:74| 1500]: Train Loss:0.0011965, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:53:05,298 - testrun_d2ab6391 - [INFO] - [E:74| 1600]: Train Loss:0.0011966, Val MRR:0.31971, testrun_d2ab6391 +2023-06-02 06:54:12,811 - testrun_d2ab6391 - [INFO] - [Epoch:74]: Training Loss:0.001196 + +2023-06-02 06:54:13,241 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 06:54:47,279 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 06:55:03,414 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 06:55:40,253 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 06:56:01,281 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.42962, Head : 0.23391, Avg : 0.33177 + +2023-06-02 06:56:02,400 - testrun_d2ab6391 - [INFO] - [Epoch 74]: Training Loss: 0.0011964, Valid MRR: 0.33177, + + + +2023-06-02 06:56:03,471 - testrun_d2ab6391 - [INFO] - [E:75| 0]: Train Loss:0.0011789, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 06:57:49,470 - testrun_d2ab6391 - [INFO] - [E:75| 100]: Train Loss:0.0011844, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 06:59:27,443 - testrun_d2ab6391 - [INFO] - [E:75| 200]: Train Loss:0.0011927, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:01:13,311 - testrun_d2ab6391 - [INFO] - [E:75| 300]: Train Loss:0.001194, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:02:51,013 - testrun_d2ab6391 - [INFO] - [E:75| 400]: Train Loss:0.001195, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:04:36,929 - testrun_d2ab6391 - [INFO] - [E:75| 500]: Train Loss:0.0011954, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:06:14,670 - testrun_d2ab6391 - [INFO] - [E:75| 600]: Train Loss:0.0011932, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:08:00,337 - testrun_d2ab6391 - [INFO] - [E:75| 700]: Train Loss:0.0011936, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:09:39,022 - testrun_d2ab6391 - [INFO] - [E:75| 800]: Train Loss:0.0011926, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:11:23,164 - testrun_d2ab6391 - [INFO] - [E:75| 900]: Train Loss:0.0011924, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:13:06,471 - testrun_d2ab6391 - [INFO] - [E:75| 1000]: Train Loss:0.0011926, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:14:46,384 - testrun_d2ab6391 - [INFO] - [E:75| 1100]: Train Loss:0.0011927, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:16:31,979 - testrun_d2ab6391 - [INFO] - [E:75| 1200]: Train Loss:0.0011929, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:18:09,107 - testrun_d2ab6391 - [INFO] - [E:75| 1300]: Train Loss:0.001193, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:19:54,614 - testrun_d2ab6391 - [INFO] - [E:75| 1400]: Train Loss:0.0011929, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:21:31,957 - testrun_d2ab6391 - [INFO] - [E:75| 1500]: Train Loss:0.0011932, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:23:17,355 - testrun_d2ab6391 - [INFO] - [E:75| 1600]: Train Loss:0.0011931, Val MRR:0.33177, testrun_d2ab6391 +2023-06-02 07:24:21,645 - testrun_d2ab6391 - [INFO] - [Epoch:75]: Training Loss:0.001194 + +2023-06-02 07:24:21,975 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 07:24:55,372 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 07:25:16,596 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 07:25:53,394 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 07:26:14,551 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.43257, Head : 0.23112, Avg : 0.33184 + +2023-06-02 07:26:15,665 - testrun_d2ab6391 - [INFO] - [Epoch 75]: Training Loss: 0.001194, Valid MRR: 0.33184, + + + +2023-06-02 07:26:16,726 - testrun_d2ab6391 - [INFO] - [E:76| 0]: Train Loss:0.0011171, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:27:57,739 - testrun_d2ab6391 - [INFO] - [E:76| 100]: Train Loss:0.0011904, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:29:39,593 - testrun_d2ab6391 - [INFO] - [E:76| 200]: Train Loss:0.0011912, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:31:24,995 - testrun_d2ab6391 - [INFO] - [E:76| 300]: Train Loss:0.0011899, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:33:02,511 - testrun_d2ab6391 - [INFO] - [E:76| 400]: Train Loss:0.0011889, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:34:47,772 - testrun_d2ab6391 - [INFO] - [E:76| 500]: Train Loss:0.0011907, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:36:25,216 - testrun_d2ab6391 - [INFO] - [E:76| 600]: Train Loss:0.0011907, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:38:10,601 - testrun_d2ab6391 - [INFO] - [E:76| 700]: Train Loss:0.0011909, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:39:47,930 - testrun_d2ab6391 - [INFO] - [E:76| 800]: Train Loss:0.0011909, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:41:33,299 - testrun_d2ab6391 - [INFO] - [E:76| 900]: Train Loss:0.0011913, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:43:10,593 - testrun_d2ab6391 - [INFO] - [E:76| 1000]: Train Loss:0.0011911, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:44:56,090 - testrun_d2ab6391 - [INFO] - [E:76| 1100]: Train Loss:0.0011901, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:46:35,461 - testrun_d2ab6391 - [INFO] - [E:76| 1200]: Train Loss:0.0011899, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:48:19,120 - testrun_d2ab6391 - [INFO] - [E:76| 1300]: Train Loss:0.0011906, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:50:02,861 - testrun_d2ab6391 - [INFO] - [E:76| 1400]: Train Loss:0.0011909, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:51:42,146 - testrun_d2ab6391 - [INFO] - [E:76| 1500]: Train Loss:0.0011903, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:53:27,616 - testrun_d2ab6391 - [INFO] - [E:76| 1600]: Train Loss:0.0011901, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:54:28,364 - testrun_d2ab6391 - [INFO] - [Epoch:76]: Training Loss:0.001191 + +2023-06-02 07:54:28,752 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 07:55:05,472 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 07:55:26,684 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 07:56:03,671 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 07:56:24,631 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.43474, Head : 0.22649, Avg : 0.33061 + +2023-06-02 07:56:24,681 - testrun_d2ab6391 - [INFO] - [Epoch 76]: Training Loss: 0.0011905, Valid MRR: 0.33184, + + + +2023-06-02 07:56:25,771 - testrun_d2ab6391 - [INFO] - [E:77| 0]: Train Loss:0.0011525, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:58:03,075 - testrun_d2ab6391 - [INFO] - [E:77| 100]: Train Loss:0.0011855, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 07:59:48,352 - testrun_d2ab6391 - [INFO] - [E:77| 200]: Train Loss:0.0011845, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:01:25,868 - testrun_d2ab6391 - [INFO] - [E:77| 300]: Train Loss:0.001184, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:03:11,302 - testrun_d2ab6391 - [INFO] - [E:77| 400]: Train Loss:0.001185, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:04:53,354 - testrun_d2ab6391 - [INFO] - [E:77| 500]: Train Loss:0.0011856, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:06:34,047 - testrun_d2ab6391 - [INFO] - [E:77| 600]: Train Loss:0.0011854, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:08:19,480 - testrun_d2ab6391 - [INFO] - [E:77| 700]: Train Loss:0.0011872, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:09:56,907 - testrun_d2ab6391 - [INFO] - [E:77| 800]: Train Loss:0.0011878, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:11:42,290 - testrun_d2ab6391 - [INFO] - [E:77| 900]: Train Loss:0.001188, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:13:19,718 - testrun_d2ab6391 - [INFO] - [E:77| 1000]: Train Loss:0.0011881, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:15:04,973 - testrun_d2ab6391 - [INFO] - [E:77| 1100]: Train Loss:0.0011879, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:16:42,380 - testrun_d2ab6391 - [INFO] - [E:77| 1200]: Train Loss:0.0011878, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:18:27,561 - testrun_d2ab6391 - [INFO] - [E:77| 1300]: Train Loss:0.0011878, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:20:04,964 - testrun_d2ab6391 - [INFO] - [E:77| 1400]: Train Loss:0.0011874, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:21:50,228 - testrun_d2ab6391 - [INFO] - [E:77| 1500]: Train Loss:0.0011879, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:23:30,627 - testrun_d2ab6391 - [INFO] - [E:77| 1600]: Train Loss:0.0011881, Val MRR:0.33184, testrun_d2ab6391 +2023-06-02 08:24:36,714 - testrun_d2ab6391 - [INFO] - [Epoch:77]: Training Loss:0.001188 + +2023-06-02 08:24:37,119 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 08:25:13,719 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 08:25:35,018 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 08:26:11,891 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 08:26:32,886 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.43931, Head : 0.23169, Avg : 0.3355 + +2023-06-02 08:26:34,140 - testrun_d2ab6391 - [INFO] - [Epoch 77]: Training Loss: 0.001188, Valid MRR: 0.3355, + + + +2023-06-02 08:26:35,199 - testrun_d2ab6391 - [INFO] - [E:78| 0]: Train Loss:0.0012547, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:28:12,601 - testrun_d2ab6391 - [INFO] - [E:78| 100]: Train Loss:0.0011874, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:29:57,954 - testrun_d2ab6391 - [INFO] - [E:78| 200]: Train Loss:0.0011871, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:31:35,313 - testrun_d2ab6391 - [INFO] - [E:78| 300]: Train Loss:0.0011897, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:33:20,893 - testrun_d2ab6391 - [INFO] - [E:78| 400]: Train Loss:0.0011911, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:34:58,299 - testrun_d2ab6391 - [INFO] - [E:78| 500]: Train Loss:0.0011893, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:36:44,039 - testrun_d2ab6391 - [INFO] - [E:78| 600]: Train Loss:0.0011884, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:38:21,637 - testrun_d2ab6391 - [INFO] - [E:78| 700]: Train Loss:0.0011889, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:40:06,915 - testrun_d2ab6391 - [INFO] - [E:78| 800]: Train Loss:0.0011877, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:41:48,715 - testrun_d2ab6391 - [INFO] - [E:78| 900]: Train Loss:0.001187, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:43:29,754 - testrun_d2ab6391 - [INFO] - [E:78| 1000]: Train Loss:0.0011867, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:45:15,237 - testrun_d2ab6391 - [INFO] - [E:78| 1100]: Train Loss:0.0011861, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:46:52,528 - testrun_d2ab6391 - [INFO] - [E:78| 1200]: Train Loss:0.001185, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:48:37,973 - testrun_d2ab6391 - [INFO] - [E:78| 1300]: Train Loss:0.0011849, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:50:15,479 - testrun_d2ab6391 - [INFO] - [E:78| 1400]: Train Loss:0.0011849, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:52:01,023 - testrun_d2ab6391 - [INFO] - [E:78| 1500]: Train Loss:0.0011849, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:53:38,684 - testrun_d2ab6391 - [INFO] - [E:78| 1600]: Train Loss:0.0011849, Val MRR:0.3355, testrun_d2ab6391 +2023-06-02 08:54:47,692 - testrun_d2ab6391 - [INFO] - [Epoch:78]: Training Loss:0.001185 + +2023-06-02 08:54:48,151 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 08:55:24,773 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 08:55:46,034 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 08:56:22,403 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 08:56:38,338 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.4408, Head : 0.23453, Avg : 0.33767 + +2023-06-02 08:56:39,627 - testrun_d2ab6391 - [INFO] - [Epoch 78]: Training Loss: 0.0011849, Valid MRR: 0.33767, + + + +2023-06-02 08:56:40,532 - testrun_d2ab6391 - [INFO] - [E:79| 0]: Train Loss:0.0010829, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 08:58:26,124 - testrun_d2ab6391 - [INFO] - [E:79| 100]: Train Loss:0.0011811, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:00:07,919 - testrun_d2ab6391 - [INFO] - [E:79| 200]: Train Loss:0.0011853, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:01:49,408 - testrun_d2ab6391 - [INFO] - [E:79| 300]: Train Loss:0.0011831, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:03:34,848 - testrun_d2ab6391 - [INFO] - [E:79| 400]: Train Loss:0.0011832, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:05:12,229 - testrun_d2ab6391 - [INFO] - [E:79| 500]: Train Loss:0.001183, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:06:57,710 - testrun_d2ab6391 - [INFO] - [E:79| 600]: Train Loss:0.0011836, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:08:35,091 - testrun_d2ab6391 - [INFO] - [E:79| 700]: Train Loss:0.0011823, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:10:20,602 - testrun_d2ab6391 - [INFO] - [E:79| 800]: Train Loss:0.0011816, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:11:57,802 - testrun_d2ab6391 - [INFO] - [E:79| 900]: Train Loss:0.0011813, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:13:43,149 - testrun_d2ab6391 - [INFO] - [E:79| 1000]: Train Loss:0.0011815, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:15:20,652 - testrun_d2ab6391 - [INFO] - [E:79| 1100]: Train Loss:0.0011815, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:17:05,902 - testrun_d2ab6391 - [INFO] - [E:79| 1200]: Train Loss:0.0011818, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:18:45,463 - testrun_d2ab6391 - [INFO] - [E:79| 1300]: Train Loss:0.0011821, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:20:29,095 - testrun_d2ab6391 - [INFO] - [E:79| 1400]: Train Loss:0.0011827, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:22:12,941 - testrun_d2ab6391 - [INFO] - [E:79| 1500]: Train Loss:0.0011824, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:23:52,150 - testrun_d2ab6391 - [INFO] - [E:79| 1600]: Train Loss:0.001182, Val MRR:0.33767, testrun_d2ab6391 +2023-06-02 09:25:01,088 - testrun_d2ab6391 - [INFO] - [Epoch:79]: Training Loss:0.001182 + +2023-06-02 09:25:01,489 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 09:25:38,016 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 09:25:56,649 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 09:26:28,150 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 09:26:49,269 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.44655, Head : 0.23052, Avg : 0.33853 + MR: Tail : 358.69, Head : 719.46, Avg : 539.07 + Hit-1: Tail : 0.36822, Head : 0.15519, Avg : 0.2617 + Hit-3: Tail : 0.48986, Head : 0.26811, Avg : 0.37898 + Hit-10: Tail : 0.58492, Head : 0.35803, Avg : 0.47147 +2023-06-02 09:26:50,560 - testrun_d2ab6391 - [INFO] - [Epoch 79]: Training Loss: 0.0011824, Valid MRR: 0.33853, + + + +2023-06-02 09:26:51,720 - testrun_d2ab6391 - [INFO] - [E:80| 0]: Train Loss:0.0011188, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:28:37,298 - testrun_d2ab6391 - [INFO] - [E:80| 100]: Train Loss:0.0011811, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:30:14,536 - testrun_d2ab6391 - [INFO] - [E:80| 200]: Train Loss:0.0011801, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:31:59,774 - testrun_d2ab6391 - [INFO] - [E:80| 300]: Train Loss:0.0011828, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:33:37,160 - testrun_d2ab6391 - [INFO] - [E:80| 400]: Train Loss:0.0011779, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:35:22,685 - testrun_d2ab6391 - [INFO] - [E:80| 500]: Train Loss:0.0011775, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:37:03,870 - testrun_d2ab6391 - [INFO] - [E:80| 600]: Train Loss:0.0011789, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:38:45,922 - testrun_d2ab6391 - [INFO] - [E:80| 700]: Train Loss:0.0011794, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:40:31,384 - testrun_d2ab6391 - [INFO] - [E:80| 800]: Train Loss:0.0011802, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:42:09,271 - testrun_d2ab6391 - [INFO] - [E:80| 900]: Train Loss:0.0011803, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:43:54,906 - testrun_d2ab6391 - [INFO] - [E:80| 1000]: Train Loss:0.0011802, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:45:32,516 - testrun_d2ab6391 - [INFO] - [E:80| 1100]: Train Loss:0.0011799, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:47:18,133 - testrun_d2ab6391 - [INFO] - [E:80| 1200]: Train Loss:0.0011792, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:48:55,505 - testrun_d2ab6391 - [INFO] - [E:80| 1300]: Train Loss:0.0011794, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:50:41,116 - testrun_d2ab6391 - [INFO] - [E:80| 1400]: Train Loss:0.0011791, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:52:18,712 - testrun_d2ab6391 - [INFO] - [E:80| 1500]: Train Loss:0.0011796, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:54:04,414 - testrun_d2ab6391 - [INFO] - [E:80| 1600]: Train Loss:0.0011799, Val MRR:0.33853, testrun_d2ab6391 +2023-06-02 09:55:13,392 - testrun_d2ab6391 - [INFO] - [Epoch:80]: Training Loss:0.00118 + +2023-06-02 09:55:13,838 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 09:55:42,222 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 09:56:03,572 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 09:56:40,485 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 09:57:01,538 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.44868, Head : 0.2426, Avg : 0.34564 + +2023-06-02 09:57:03,290 - testrun_d2ab6391 - [INFO] - [Epoch 80]: Training Loss: 0.0011799, Valid MRR: 0.34564, + + + +2023-06-02 09:57:04,457 - testrun_d2ab6391 - [INFO] - [E:81| 0]: Train Loss:0.0011395, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 09:58:49,869 - testrun_d2ab6391 - [INFO] - [E:81| 100]: Train Loss:0.0011745, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:00:27,536 - testrun_d2ab6391 - [INFO] - [E:81| 200]: Train Loss:0.0011795, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:02:13,154 - testrun_d2ab6391 - [INFO] - [E:81| 300]: Train Loss:0.0011786, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:03:50,548 - testrun_d2ab6391 - [INFO] - [E:81| 400]: Train Loss:0.0011776, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:05:35,884 - testrun_d2ab6391 - [INFO] - [E:81| 500]: Train Loss:0.0011765, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:07:13,391 - testrun_d2ab6391 - [INFO] - [E:81| 600]: Train Loss:0.0011768, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:08:58,883 - testrun_d2ab6391 - [INFO] - [E:81| 700]: Train Loss:0.0011764, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:10:36,346 - testrun_d2ab6391 - [INFO] - [E:81| 800]: Train Loss:0.001177, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:12:21,735 - testrun_d2ab6391 - [INFO] - [E:81| 900]: Train Loss:0.0011771, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:14:00,622 - testrun_d2ab6391 - [INFO] - [E:81| 1000]: Train Loss:0.0011774, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:15:44,802 - testrun_d2ab6391 - [INFO] - [E:81| 1100]: Train Loss:0.0011772, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:17:28,045 - testrun_d2ab6391 - [INFO] - [E:81| 1200]: Train Loss:0.0011767, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:19:08,073 - testrun_d2ab6391 - [INFO] - [E:81| 1300]: Train Loss:0.0011768, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:20:53,732 - testrun_d2ab6391 - [INFO] - [E:81| 1400]: Train Loss:0.0011761, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:22:31,049 - testrun_d2ab6391 - [INFO] - [E:81| 1500]: Train Loss:0.0011761, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:24:16,647 - testrun_d2ab6391 - [INFO] - [E:81| 1600]: Train Loss:0.0011767, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:25:17,485 - testrun_d2ab6391 - [INFO] - [Epoch:81]: Training Loss:0.001177 + +2023-06-02 10:25:17,906 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 10:25:54,560 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 10:26:15,792 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 10:26:52,769 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 10:27:13,883 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.44824, Head : 0.23491, Avg : 0.34158 + +2023-06-02 10:27:13,931 - testrun_d2ab6391 - [INFO] - [Epoch 81]: Training Loss: 0.0011769, Valid MRR: 0.34564, + + + +2023-06-02 10:27:15,093 - testrun_d2ab6391 - [INFO] - [E:82| 0]: Train Loss:0.0011219, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:28:52,461 - testrun_d2ab6391 - [INFO] - [E:82| 100]: Train Loss:0.0011781, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:30:38,031 - testrun_d2ab6391 - [INFO] - [E:82| 200]: Train Loss:0.001177, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:32:18,628 - testrun_d2ab6391 - [INFO] - [E:82| 300]: Train Loss:0.0011801, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:34:01,154 - testrun_d2ab6391 - [INFO] - [E:82| 400]: Train Loss:0.0011773, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:35:46,157 - testrun_d2ab6391 - [INFO] - [E:82| 500]: Train Loss:0.0011773, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:37:24,158 - testrun_d2ab6391 - [INFO] - [E:82| 600]: Train Loss:0.0011766, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:39:09,660 - testrun_d2ab6391 - [INFO] - [E:82| 700]: Train Loss:0.0011759, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:40:47,116 - testrun_d2ab6391 - [INFO] - [E:82| 800]: Train Loss:0.0011758, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:42:32,496 - testrun_d2ab6391 - [INFO] - [E:82| 900]: Train Loss:0.0011754, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:44:09,816 - testrun_d2ab6391 - [INFO] - [E:82| 1000]: Train Loss:0.0011754, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:45:55,323 - testrun_d2ab6391 - [INFO] - [E:82| 1100]: Train Loss:0.0011749, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:47:32,759 - testrun_d2ab6391 - [INFO] - [E:82| 1200]: Train Loss:0.0011742, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:49:18,534 - testrun_d2ab6391 - [INFO] - [E:82| 1300]: Train Loss:0.0011743, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:50:56,420 - testrun_d2ab6391 - [INFO] - [E:82| 1400]: Train Loss:0.0011744, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:52:41,716 - testrun_d2ab6391 - [INFO] - [E:82| 1500]: Train Loss:0.0011747, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:54:23,991 - testrun_d2ab6391 - [INFO] - [E:82| 1600]: Train Loss:0.0011747, Val MRR:0.34564, testrun_d2ab6391 +2023-06-02 10:55:28,294 - testrun_d2ab6391 - [INFO] - [Epoch:82]: Training Loss:0.001175 + +2023-06-02 10:55:28,664 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 10:56:05,397 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 10:56:26,661 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 10:57:03,507 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 10:57:24,511 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.44727, Head : 0.24986, Avg : 0.34856 + +2023-06-02 10:57:25,888 - testrun_d2ab6391 - [INFO] - [Epoch 82]: Training Loss: 0.0011747, Valid MRR: 0.34856, + + + +2023-06-02 10:57:26,948 - testrun_d2ab6391 - [INFO] - [E:83| 0]: Train Loss:0.00116, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 10:59:04,499 - testrun_d2ab6391 - [INFO] - [E:83| 100]: Train Loss:0.0011734, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:00:50,107 - testrun_d2ab6391 - [INFO] - [E:83| 200]: Train Loss:0.0011723, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:02:27,685 - testrun_d2ab6391 - [INFO] - [E:83| 300]: Train Loss:0.0011711, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:04:13,099 - testrun_d2ab6391 - [INFO] - [E:83| 400]: Train Loss:0.0011722, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:05:50,637 - testrun_d2ab6391 - [INFO] - [E:83| 500]: Train Loss:0.0011715, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:07:36,274 - testrun_d2ab6391 - [INFO] - [E:83| 600]: Train Loss:0.0011709, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:09:15,131 - testrun_d2ab6391 - [INFO] - [E:83| 700]: Train Loss:0.0011705, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:10:59,310 - testrun_d2ab6391 - [INFO] - [E:83| 800]: Train Loss:0.0011702, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:12:42,466 - testrun_d2ab6391 - [INFO] - [E:83| 900]: Train Loss:0.0011708, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:14:22,228 - testrun_d2ab6391 - [INFO] - [E:83| 1000]: Train Loss:0.0011714, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:16:07,866 - testrun_d2ab6391 - [INFO] - [E:83| 1100]: Train Loss:0.0011718, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:17:45,381 - testrun_d2ab6391 - [INFO] - [E:83| 1200]: Train Loss:0.0011721, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:19:30,728 - testrun_d2ab6391 - [INFO] - [E:83| 1300]: Train Loss:0.0011723, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:21:08,254 - testrun_d2ab6391 - [INFO] - [E:83| 1400]: Train Loss:0.0011729, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:22:53,517 - testrun_d2ab6391 - [INFO] - [E:83| 1500]: Train Loss:0.0011727, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:24:30,783 - testrun_d2ab6391 - [INFO] - [E:83| 1600]: Train Loss:0.0011728, Val MRR:0.34856, testrun_d2ab6391 +2023-06-02 11:25:39,626 - testrun_d2ab6391 - [INFO] - [Epoch:83]: Training Loss:0.001173 + +2023-06-02 11:25:40,111 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 11:26:16,813 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 11:26:38,069 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 11:27:14,865 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 11:27:32,177 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.44801, Head : 0.25828, Avg : 0.35315 + +2023-06-02 11:27:34,183 - testrun_d2ab6391 - [INFO] - [Epoch 83]: Training Loss: 0.0011728, Valid MRR: 0.35315, + + + +2023-06-02 11:27:35,056 - testrun_d2ab6391 - [INFO] - [E:84| 0]: Train Loss:0.0011837, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:29:20,130 - testrun_d2ab6391 - [INFO] - [E:84| 100]: Train Loss:0.0011754, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:31:02,577 - testrun_d2ab6391 - [INFO] - [E:84| 200]: Train Loss:0.0011752, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:32:43,184 - testrun_d2ab6391 - [INFO] - [E:84| 300]: Train Loss:0.0011762, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:34:28,696 - testrun_d2ab6391 - [INFO] - [E:84| 400]: Train Loss:0.0011732, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:36:06,157 - testrun_d2ab6391 - [INFO] - [E:84| 500]: Train Loss:0.0011716, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:37:51,517 - testrun_d2ab6391 - [INFO] - [E:84| 600]: Train Loss:0.0011712, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:39:28,938 - testrun_d2ab6391 - [INFO] - [E:84| 700]: Train Loss:0.0011701, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:41:14,493 - testrun_d2ab6391 - [INFO] - [E:84| 800]: Train Loss:0.0011712, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:42:52,038 - testrun_d2ab6391 - [INFO] - [E:84| 900]: Train Loss:0.0011712, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:44:37,580 - testrun_d2ab6391 - [INFO] - [E:84| 1000]: Train Loss:0.0011706, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:46:14,982 - testrun_d2ab6391 - [INFO] - [E:84| 1100]: Train Loss:0.0011707, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:48:00,587 - testrun_d2ab6391 - [INFO] - [E:84| 1200]: Train Loss:0.0011702, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:49:40,081 - testrun_d2ab6391 - [INFO] - [E:84| 1300]: Train Loss:0.0011702, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:51:23,527 - testrun_d2ab6391 - [INFO] - [E:84| 1400]: Train Loss:0.0011704, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:53:07,338 - testrun_d2ab6391 - [INFO] - [E:84| 1500]: Train Loss:0.0011703, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:54:46,653 - testrun_d2ab6391 - [INFO] - [E:84| 1600]: Train Loss:0.00117, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:55:55,564 - testrun_d2ab6391 - [INFO] - [Epoch:84]: Training Loss:0.00117 + +2023-06-02 11:55:56,016 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 11:56:32,754 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 11:56:51,229 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 11:57:22,976 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 11:57:44,040 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.44914, Head : 0.24639, Avg : 0.34776 + +2023-06-02 11:57:44,089 - testrun_d2ab6391 - [INFO] - [Epoch 84]: Training Loss: 0.0011698, Valid MRR: 0.35315, + + + +2023-06-02 11:57:45,150 - testrun_d2ab6391 - [INFO] - [E:85| 0]: Train Loss:0.0011826, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 11:59:30,734 - testrun_d2ab6391 - [INFO] - [E:85| 100]: Train Loss:0.0011601, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:01:08,178 - testrun_d2ab6391 - [INFO] - [E:85| 200]: Train Loss:0.0011668, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:02:53,683 - testrun_d2ab6391 - [INFO] - [E:85| 300]: Train Loss:0.0011658, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:04:30,973 - testrun_d2ab6391 - [INFO] - [E:85| 400]: Train Loss:0.0011656, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:06:16,569 - testrun_d2ab6391 - [INFO] - [E:85| 500]: Train Loss:0.0011643, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:07:57,729 - testrun_d2ab6391 - [INFO] - [E:85| 600]: Train Loss:0.0011665, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:09:39,135 - testrun_d2ab6391 - [INFO] - [E:85| 700]: Train Loss:0.0011663, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:11:24,561 - testrun_d2ab6391 - [INFO] - [E:85| 800]: Train Loss:0.0011674, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:13:02,143 - testrun_d2ab6391 - [INFO] - [E:85| 900]: Train Loss:0.0011672, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:14:47,511 - testrun_d2ab6391 - [INFO] - [E:85| 1000]: Train Loss:0.0011671, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:16:24,824 - testrun_d2ab6391 - [INFO] - [E:85| 1100]: Train Loss:0.001167, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:18:10,395 - testrun_d2ab6391 - [INFO] - [E:85| 1200]: Train Loss:0.0011668, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:19:47,723 - testrun_d2ab6391 - [INFO] - [E:85| 1300]: Train Loss:0.001167, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:21:33,078 - testrun_d2ab6391 - [INFO] - [E:85| 1400]: Train Loss:0.0011675, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:23:10,407 - testrun_d2ab6391 - [INFO] - [E:85| 1500]: Train Loss:0.0011677, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:24:55,984 - testrun_d2ab6391 - [INFO] - [E:85| 1600]: Train Loss:0.0011674, Val MRR:0.35315, testrun_d2ab6391 +2023-06-02 12:26:04,959 - testrun_d2ab6391 - [INFO] - [Epoch:85]: Training Loss:0.001168 + +2023-06-02 12:26:05,322 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 12:26:34,736 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 12:26:54,993 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 12:27:31,953 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 12:27:52,977 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.45227, Head : 0.26419, Avg : 0.35823 + +2023-06-02 12:27:54,753 - testrun_d2ab6391 - [INFO] - [Epoch 85]: Training Loss: 0.0011675, Valid MRR: 0.35823, + + + +2023-06-02 12:27:55,861 - testrun_d2ab6391 - [INFO] - [E:86| 0]: Train Loss:0.0011606, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:29:41,161 - testrun_d2ab6391 - [INFO] - [E:86| 100]: Train Loss:0.0011681, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:31:18,651 - testrun_d2ab6391 - [INFO] - [E:86| 200]: Train Loss:0.0011658, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:33:04,415 - testrun_d2ab6391 - [INFO] - [E:86| 300]: Train Loss:0.0011667, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:34:42,236 - testrun_d2ab6391 - [INFO] - [E:86| 400]: Train Loss:0.0011675, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:36:28,181 - testrun_d2ab6391 - [INFO] - [E:86| 500]: Train Loss:0.0011673, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:38:06,053 - testrun_d2ab6391 - [INFO] - [E:86| 600]: Train Loss:0.0011672, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:39:51,943 - testrun_d2ab6391 - [INFO] - [E:86| 700]: Train Loss:0.0011676, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:41:29,751 - testrun_d2ab6391 - [INFO] - [E:86| 800]: Train Loss:0.0011682, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:43:15,716 - testrun_d2ab6391 - [INFO] - [E:86| 900]: Train Loss:0.001168, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:44:53,663 - testrun_d2ab6391 - [INFO] - [E:86| 1000]: Train Loss:0.0011674, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:46:39,417 - testrun_d2ab6391 - [INFO] - [E:86| 1100]: Train Loss:0.0011664, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:48:21,182 - testrun_d2ab6391 - [INFO] - [E:86| 1200]: Train Loss:0.001166, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:50:03,167 - testrun_d2ab6391 - [INFO] - [E:86| 1300]: Train Loss:0.0011658, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:51:48,792 - testrun_d2ab6391 - [INFO] - [E:86| 1400]: Train Loss:0.0011658, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:53:27,076 - testrun_d2ab6391 - [INFO] - [E:86| 1500]: Train Loss:0.0011653, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:55:12,951 - testrun_d2ab6391 - [INFO] - [E:86| 1600]: Train Loss:0.0011651, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:56:14,215 - testrun_d2ab6391 - [INFO] - [Epoch:86]: Training Loss:0.001165 + +2023-06-02 12:56:14,603 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 12:56:51,463 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 12:57:12,831 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 12:57:49,876 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 12:58:11,015 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.45321, Head : 0.25969, Avg : 0.35645 + +2023-06-02 12:58:11,066 - testrun_d2ab6391 - [INFO] - [Epoch 86]: Training Loss: 0.0011649, Valid MRR: 0.35823, + + + +2023-06-02 12:58:12,202 - testrun_d2ab6391 - [INFO] - [E:87| 0]: Train Loss:0.0012472, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 12:59:50,111 - testrun_d2ab6391 - [INFO] - [E:87| 100]: Train Loss:0.001166, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:01:35,790 - testrun_d2ab6391 - [INFO] - [E:87| 200]: Train Loss:0.0011642, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:03:13,958 - testrun_d2ab6391 - [INFO] - [E:87| 300]: Train Loss:0.0011613, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:04:59,885 - testrun_d2ab6391 - [INFO] - [E:87| 400]: Train Loss:0.0011644, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:06:40,225 - testrun_d2ab6391 - [INFO] - [E:87| 500]: Train Loss:0.0011642, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:08:23,857 - testrun_d2ab6391 - [INFO] - [E:87| 600]: Train Loss:0.0011637, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:10:07,824 - testrun_d2ab6391 - [INFO] - [E:87| 700]: Train Loss:0.0011634, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:11:48,109 - testrun_d2ab6391 - [INFO] - [E:87| 800]: Train Loss:0.001164, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:13:34,107 - testrun_d2ab6391 - [INFO] - [E:87| 900]: Train Loss:0.0011637, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:15:11,850 - testrun_d2ab6391 - [INFO] - [E:87| 1000]: Train Loss:0.001164, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:16:57,644 - testrun_d2ab6391 - [INFO] - [E:87| 1100]: Train Loss:0.0011635, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:18:35,512 - testrun_d2ab6391 - [INFO] - [E:87| 1200]: Train Loss:0.0011629, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:20:21,275 - testrun_d2ab6391 - [INFO] - [E:87| 1300]: Train Loss:0.0011631, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:21:58,902 - testrun_d2ab6391 - [INFO] - [E:87| 1400]: Train Loss:0.0011631, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:23:44,575 - testrun_d2ab6391 - [INFO] - [E:87| 1500]: Train Loss:0.0011628, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:25:22,376 - testrun_d2ab6391 - [INFO] - [E:87| 1600]: Train Loss:0.0011623, Val MRR:0.35823, testrun_d2ab6391 +2023-06-02 13:26:31,575 - testrun_d2ab6391 - [INFO] - [Epoch:87]: Training Loss:0.001162 + +2023-06-02 13:26:32,043 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 13:27:08,953 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 13:27:30,248 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 13:28:07,282 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 13:28:25,598 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.45376, Head : 0.26688, Avg : 0.36032 + +2023-06-02 13:28:27,823 - testrun_d2ab6391 - [INFO] - [Epoch 87]: Training Loss: 0.0011624, Valid MRR: 0.36032, + + + +2023-06-02 13:28:28,716 - testrun_d2ab6391 - [INFO] - [E:88| 0]: Train Loss:0.0011369, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:30:13,653 - testrun_d2ab6391 - [INFO] - [E:88| 100]: Train Loss:0.001168, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:31:56,246 - testrun_d2ab6391 - [INFO] - [E:88| 200]: Train Loss:0.0011689, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:33:37,578 - testrun_d2ab6391 - [INFO] - [E:88| 300]: Train Loss:0.0011664, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:35:23,294 - testrun_d2ab6391 - [INFO] - [E:88| 400]: Train Loss:0.0011668, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:37:01,384 - testrun_d2ab6391 - [INFO] - [E:88| 500]: Train Loss:0.0011638, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:38:47,374 - testrun_d2ab6391 - [INFO] - [E:88| 600]: Train Loss:0.0011625, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:40:25,396 - testrun_d2ab6391 - [INFO] - [E:88| 700]: Train Loss:0.0011611, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:42:11,286 - testrun_d2ab6391 - [INFO] - [E:88| 800]: Train Loss:0.0011601, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:43:48,649 - testrun_d2ab6391 - [INFO] - [E:88| 900]: Train Loss:0.0011608, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:45:34,209 - testrun_d2ab6391 - [INFO] - [E:88| 1000]: Train Loss:0.0011609, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:47:11,515 - testrun_d2ab6391 - [INFO] - [E:88| 1100]: Train Loss:0.0011609, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:48:56,972 - testrun_d2ab6391 - [INFO] - [E:88| 1200]: Train Loss:0.0011604, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:50:34,401 - testrun_d2ab6391 - [INFO] - [E:88| 1300]: Train Loss:0.0011601, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:52:19,850 - testrun_d2ab6391 - [INFO] - [E:88| 1400]: Train Loss:0.0011602, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:54:01,471 - testrun_d2ab6391 - [INFO] - [E:88| 1500]: Train Loss:0.0011601, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:55:42,250 - testrun_d2ab6391 - [INFO] - [E:88| 1600]: Train Loss:0.0011601, Val MRR:0.36032, testrun_d2ab6391 +2023-06-02 13:56:51,319 - testrun_d2ab6391 - [INFO] - [Epoch:88]: Training Loss:0.00116 + +2023-06-02 13:56:51,779 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 13:57:28,272 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 13:57:44,928 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 13:58:18,335 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 13:58:39,300 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.45603, Head : 0.27728, Avg : 0.36665 + +2023-06-02 13:58:40,463 - testrun_d2ab6391 - [INFO] - [Epoch 88]: Training Loss: 0.0011599, Valid MRR: 0.36665, + + + +2023-06-02 13:58:41,514 - testrun_d2ab6391 - [INFO] - [E:89| 0]: Train Loss:0.0011753, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:00:26,939 - testrun_d2ab6391 - [INFO] - [E:89| 100]: Train Loss:0.0011575, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:02:04,290 - testrun_d2ab6391 - [INFO] - [E:89| 200]: Train Loss:0.0011606, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:03:49,494 - testrun_d2ab6391 - [INFO] - [E:89| 300]: Train Loss:0.0011595, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:05:26,781 - testrun_d2ab6391 - [INFO] - [E:89| 400]: Train Loss:0.0011585, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:07:12,335 - testrun_d2ab6391 - [INFO] - [E:89| 500]: Train Loss:0.001158, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:08:51,302 - testrun_d2ab6391 - [INFO] - [E:89| 600]: Train Loss:0.0011582, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:10:35,072 - testrun_d2ab6391 - [INFO] - [E:89| 700]: Train Loss:0.0011594, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:12:18,503 - testrun_d2ab6391 - [INFO] - [E:89| 800]: Train Loss:0.0011594, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:13:57,728 - testrun_d2ab6391 - [INFO] - [E:89| 900]: Train Loss:0.0011592, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:15:43,074 - testrun_d2ab6391 - [INFO] - [E:89| 1000]: Train Loss:0.0011592, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:17:20,474 - testrun_d2ab6391 - [INFO] - [E:89| 1100]: Train Loss:0.001159, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:19:05,851 - testrun_d2ab6391 - [INFO] - [E:89| 1200]: Train Loss:0.0011585, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:20:43,042 - testrun_d2ab6391 - [INFO] - [E:89| 1300]: Train Loss:0.0011583, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:22:28,329 - testrun_d2ab6391 - [INFO] - [E:89| 1400]: Train Loss:0.0011586, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:24:05,547 - testrun_d2ab6391 - [INFO] - [E:89| 1500]: Train Loss:0.0011586, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:25:50,637 - testrun_d2ab6391 - [INFO] - [E:89| 1600]: Train Loss:0.0011581, Val MRR:0.36665, testrun_d2ab6391 +2023-06-02 14:26:59,334 - testrun_d2ab6391 - [INFO] - [Epoch:89]: Training Loss:0.001158 + +2023-06-02 14:26:59,797 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 14:27:28,110 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 14:27:49,300 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 14:28:26,195 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 14:28:47,145 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.45817, Head : 0.28038, Avg : 0.36927 + MR: Tail : 328.72, Head : 641.89, Avg : 485.3 + Hit-1: Tail : 0.37173, Head : 0.2022, Avg : 0.28697 + Hit-3: Tail : 0.51282, Head : 0.3224, Avg : 0.41761 + Hit-10: Tail : 0.60427, Head : 0.42058, Avg : 0.51242 +2023-06-02 14:28:48,309 - testrun_d2ab6391 - [INFO] - [Epoch 89]: Training Loss: 0.0011579, Valid MRR: 0.36927, + + + +2023-06-02 14:28:49,461 - testrun_d2ab6391 - [INFO] - [E:90| 0]: Train Loss:0.0011318, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:30:34,613 - testrun_d2ab6391 - [INFO] - [E:90| 100]: Train Loss:0.0011552, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:32:11,918 - testrun_d2ab6391 - [INFO] - [E:90| 200]: Train Loss:0.0011543, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:33:57,283 - testrun_d2ab6391 - [INFO] - [E:90| 300]: Train Loss:0.0011575, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:35:34,431 - testrun_d2ab6391 - [INFO] - [E:90| 400]: Train Loss:0.0011581, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:37:19,690 - testrun_d2ab6391 - [INFO] - [E:90| 500]: Train Loss:0.0011579, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:38:56,773 - testrun_d2ab6391 - [INFO] - [E:90| 600]: Train Loss:0.0011557, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:40:42,053 - testrun_d2ab6391 - [INFO] - [E:90| 700]: Train Loss:0.0011551, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:42:19,147 - testrun_d2ab6391 - [INFO] - [E:90| 800]: Train Loss:0.0011546, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:44:04,392 - testrun_d2ab6391 - [INFO] - [E:90| 900]: Train Loss:0.0011551, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:45:43,807 - testrun_d2ab6391 - [INFO] - [E:90| 1000]: Train Loss:0.0011555, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:47:26,874 - testrun_d2ab6391 - [INFO] - [E:90| 1100]: Train Loss:0.001156, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:49:10,830 - testrun_d2ab6391 - [INFO] - [E:90| 1200]: Train Loss:0.0011554, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:50:49,249 - testrun_d2ab6391 - [INFO] - [E:90| 1300]: Train Loss:0.0011557, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:52:34,384 - testrun_d2ab6391 - [INFO] - [E:90| 1400]: Train Loss:0.0011558, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:54:11,487 - testrun_d2ab6391 - [INFO] - [E:90| 1500]: Train Loss:0.001156, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:55:56,560 - testrun_d2ab6391 - [INFO] - [E:90| 1600]: Train Loss:0.0011555, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 14:56:57,462 - testrun_d2ab6391 - [INFO] - [Epoch:90]: Training Loss:0.001156 + +2023-06-02 14:56:57,799 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 14:57:34,433 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 14:57:55,591 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 14:58:32,362 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 14:58:53,287 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.45536, Head : 0.26768, Avg : 0.36152 + +2023-06-02 14:58:53,336 - testrun_d2ab6391 - [INFO] - [Epoch 90]: Training Loss: 0.0011558, Valid MRR: 0.36927, + + + +2023-06-02 14:58:54,399 - testrun_d2ab6391 - [INFO] - [E:91| 0]: Train Loss:0.0011491, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:00:32,629 - testrun_d2ab6391 - [INFO] - [E:91| 100]: Train Loss:0.0011515, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:02:16,936 - testrun_d2ab6391 - [INFO] - [E:91| 200]: Train Loss:0.0011521, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:03:59,729 - testrun_d2ab6391 - [INFO] - [E:91| 300]: Train Loss:0.0011547, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:05:39,597 - testrun_d2ab6391 - [INFO] - [E:91| 400]: Train Loss:0.0011531, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:07:24,821 - testrun_d2ab6391 - [INFO] - [E:91| 500]: Train Loss:0.0011535, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:09:02,000 - testrun_d2ab6391 - [INFO] - [E:91| 600]: Train Loss:0.0011527, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:10:47,438 - testrun_d2ab6391 - [INFO] - [E:91| 700]: Train Loss:0.0011529, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:12:24,608 - testrun_d2ab6391 - [INFO] - [E:91| 800]: Train Loss:0.0011531, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:14:09,855 - testrun_d2ab6391 - [INFO] - [E:91| 900]: Train Loss:0.001153, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:15:47,171 - testrun_d2ab6391 - [INFO] - [E:91| 1000]: Train Loss:0.0011534, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:17:32,481 - testrun_d2ab6391 - [INFO] - [E:91| 1100]: Train Loss:0.0011541, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:19:09,684 - testrun_d2ab6391 - [INFO] - [E:91| 1200]: Train Loss:0.0011532, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:20:55,094 - testrun_d2ab6391 - [INFO] - [E:91| 1300]: Train Loss:0.0011533, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:22:35,516 - testrun_d2ab6391 - [INFO] - [E:91| 1400]: Train Loss:0.0011533, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:24:17,988 - testrun_d2ab6391 - [INFO] - [E:91| 1500]: Train Loss:0.0011531, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:26:02,674 - testrun_d2ab6391 - [INFO] - [E:91| 1600]: Train Loss:0.001153, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:27:04,191 - testrun_d2ab6391 - [INFO] - [Epoch:91]: Training Loss:0.001154 + +2023-06-02 15:27:04,557 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 15:27:41,182 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 15:28:02,325 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 15:28:39,235 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 15:29:00,172 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.45757, Head : 0.26709, Avg : 0.36233 + +2023-06-02 15:29:00,221 - testrun_d2ab6391 - [INFO] - [Epoch 91]: Training Loss: 0.0011537, Valid MRR: 0.36927, + + + +2023-06-02 15:29:01,378 - testrun_d2ab6391 - [INFO] - [E:92| 0]: Train Loss:0.0011091, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:30:38,804 - testrun_d2ab6391 - [INFO] - [E:92| 100]: Train Loss:0.0011575, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:32:24,050 - testrun_d2ab6391 - [INFO] - [E:92| 200]: Train Loss:0.0011535, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:34:01,385 - testrun_d2ab6391 - [INFO] - [E:92| 300]: Train Loss:0.0011565, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:35:46,527 - testrun_d2ab6391 - [INFO] - [E:92| 400]: Train Loss:0.001151, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:37:24,764 - testrun_d2ab6391 - [INFO] - [E:92| 500]: Train Loss:0.0011512, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:39:09,278 - testrun_d2ab6391 - [INFO] - [E:92| 600]: Train Loss:0.0011518, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:40:51,822 - testrun_d2ab6391 - [INFO] - [E:92| 700]: Train Loss:0.0011522, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:42:31,867 - testrun_d2ab6391 - [INFO] - [E:92| 800]: Train Loss:0.0011528, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:44:17,052 - testrun_d2ab6391 - [INFO] - [E:92| 900]: Train Loss:0.001152, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:45:54,374 - testrun_d2ab6391 - [INFO] - [E:92| 1000]: Train Loss:0.0011517, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:47:39,664 - testrun_d2ab6391 - [INFO] - [E:92| 1100]: Train Loss:0.0011523, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:49:16,795 - testrun_d2ab6391 - [INFO] - [E:92| 1200]: Train Loss:0.0011518, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:51:01,905 - testrun_d2ab6391 - [INFO] - [E:92| 1300]: Train Loss:0.0011522, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:52:39,016 - testrun_d2ab6391 - [INFO] - [E:92| 1400]: Train Loss:0.0011522, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:54:24,505 - testrun_d2ab6391 - [INFO] - [E:92| 1500]: Train Loss:0.0011519, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:56:01,847 - testrun_d2ab6391 - [INFO] - [E:92| 1600]: Train Loss:0.0011514, Val MRR:0.36927, testrun_d2ab6391 +2023-06-02 15:57:10,662 - testrun_d2ab6391 - [INFO] - [Epoch:92]: Training Loss:0.001151 + +2023-06-02 15:57:11,059 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 15:57:47,710 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 15:58:08,911 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 15:58:45,830 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 15:59:06,776 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.46014, Head : 0.28743, Avg : 0.37378 + +2023-06-02 15:59:09,435 - testrun_d2ab6391 - [INFO] - [Epoch 92]: Training Loss: 0.0011513, Valid MRR: 0.37378, + + + +2023-06-02 15:59:10,312 - testrun_d2ab6391 - [INFO] - [E:93| 0]: Train Loss:0.0011023, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:00:50,454 - testrun_d2ab6391 - [INFO] - [E:93| 100]: Train Loss:0.0011483, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:02:35,615 - testrun_d2ab6391 - [INFO] - [E:93| 200]: Train Loss:0.0011521, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:04:12,981 - testrun_d2ab6391 - [INFO] - [E:93| 300]: Train Loss:0.0011529, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:05:58,400 - testrun_d2ab6391 - [INFO] - [E:93| 400]: Train Loss:0.0011516, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:07:35,637 - testrun_d2ab6391 - [INFO] - [E:93| 500]: Train Loss:0.0011504, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:09:21,240 - testrun_d2ab6391 - [INFO] - [E:93| 600]: Train Loss:0.0011502, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:10:58,392 - testrun_d2ab6391 - [INFO] - [E:93| 700]: Train Loss:0.0011501, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:12:43,856 - testrun_d2ab6391 - [INFO] - [E:93| 800]: Train Loss:0.0011495, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:14:21,346 - testrun_d2ab6391 - [INFO] - [E:93| 900]: Train Loss:0.0011487, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:16:06,786 - testrun_d2ab6391 - [INFO] - [E:93| 1000]: Train Loss:0.0011487, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:17:46,892 - testrun_d2ab6391 - [INFO] - [E:93| 1100]: Train Loss:0.0011496, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:19:29,519 - testrun_d2ab6391 - [INFO] - [E:93| 1200]: Train Loss:0.0011491, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:21:14,065 - testrun_d2ab6391 - [INFO] - [E:93| 1300]: Train Loss:0.0011494, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:22:52,241 - testrun_d2ab6391 - [INFO] - [E:93| 1400]: Train Loss:0.0011488, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:24:37,450 - testrun_d2ab6391 - [INFO] - [E:93| 1500]: Train Loss:0.0011488, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:26:14,932 - testrun_d2ab6391 - [INFO] - [E:93| 1600]: Train Loss:0.0011493, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:27:23,811 - testrun_d2ab6391 - [INFO] - [Epoch:93]: Training Loss:0.001149 + +2023-06-02 16:27:24,244 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 16:28:01,012 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 16:28:22,260 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 16:28:52,679 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 16:29:12,084 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.45859, Head : 0.27516, Avg : 0.36688 + +2023-06-02 16:29:12,145 - testrun_d2ab6391 - [INFO] - [Epoch 93]: Training Loss: 0.0011491, Valid MRR: 0.37378, + + + +2023-06-02 16:29:13,267 - testrun_d2ab6391 - [INFO] - [E:94| 0]: Train Loss:0.0011255, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:30:58,474 - testrun_d2ab6391 - [INFO] - [E:94| 100]: Train Loss:0.0011488, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:32:36,609 - testrun_d2ab6391 - [INFO] - [E:94| 200]: Train Loss:0.001149, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:34:21,339 - testrun_d2ab6391 - [INFO] - [E:94| 300]: Train Loss:0.0011486, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:36:03,790 - testrun_d2ab6391 - [INFO] - [E:94| 400]: Train Loss:0.0011455, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:37:44,077 - testrun_d2ab6391 - [INFO] - [E:94| 500]: Train Loss:0.0011462, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:39:29,555 - testrun_d2ab6391 - [INFO] - [E:94| 600]: Train Loss:0.0011465, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:41:06,803 - testrun_d2ab6391 - [INFO] - [E:94| 700]: Train Loss:0.0011451, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:42:52,212 - testrun_d2ab6391 - [INFO] - [E:94| 800]: Train Loss:0.0011456, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:44:29,196 - testrun_d2ab6391 - [INFO] - [E:94| 900]: Train Loss:0.0011456, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:46:14,505 - testrun_d2ab6391 - [INFO] - [E:94| 1000]: Train Loss:0.0011458, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:47:51,648 - testrun_d2ab6391 - [INFO] - [E:94| 1100]: Train Loss:0.0011461, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:49:37,187 - testrun_d2ab6391 - [INFO] - [E:94| 1200]: Train Loss:0.0011458, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:51:14,547 - testrun_d2ab6391 - [INFO] - [E:94| 1300]: Train Loss:0.001146, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:52:59,848 - testrun_d2ab6391 - [INFO] - [E:94| 1400]: Train Loss:0.0011462, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:54:40,145 - testrun_d2ab6391 - [INFO] - [E:94| 1500]: Train Loss:0.0011464, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:56:22,684 - testrun_d2ab6391 - [INFO] - [E:94| 1600]: Train Loss:0.0011464, Val MRR:0.37378, testrun_d2ab6391 +2023-06-02 16:57:31,715 - testrun_d2ab6391 - [INFO] - [Epoch:94]: Training Loss:0.001147 + +2023-06-02 16:57:32,206 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 16:58:07,553 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 16:58:23,608 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 16:58:58,640 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 16:59:19,638 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.46013, Head : 0.28871, Avg : 0.37442 + +2023-06-02 16:59:22,051 - testrun_d2ab6391 - [INFO] - [Epoch 94]: Training Loss: 0.0011466, Valid MRR: 0.37442, + + + +2023-06-02 16:59:23,149 - testrun_d2ab6391 - [INFO] - [E:95| 0]: Train Loss:0.0011713, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:01:08,547 - testrun_d2ab6391 - [INFO] - [E:95| 100]: Train Loss:0.0011387, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:02:45,668 - testrun_d2ab6391 - [INFO] - [E:95| 200]: Train Loss:0.0011426, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:04:31,007 - testrun_d2ab6391 - [INFO] - [E:95| 300]: Train Loss:0.0011436, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:06:08,297 - testrun_d2ab6391 - [INFO] - [E:95| 400]: Train Loss:0.0011453, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:07:53,642 - testrun_d2ab6391 - [INFO] - [E:95| 500]: Train Loss:0.0011458, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:09:31,032 - testrun_d2ab6391 - [INFO] - [E:95| 600]: Train Loss:0.001146, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:11:16,214 - testrun_d2ab6391 - [INFO] - [E:95| 700]: Train Loss:0.0011463, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:12:57,447 - testrun_d2ab6391 - [INFO] - [E:95| 800]: Train Loss:0.0011459, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:14:39,044 - testrun_d2ab6391 - [INFO] - [E:95| 900]: Train Loss:0.0011467, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:16:24,062 - testrun_d2ab6391 - [INFO] - [E:95| 1000]: Train Loss:0.0011459, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:18:01,276 - testrun_d2ab6391 - [INFO] - [E:95| 1100]: Train Loss:0.0011453, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:19:46,368 - testrun_d2ab6391 - [INFO] - [E:95| 1200]: Train Loss:0.0011457, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:21:23,586 - testrun_d2ab6391 - [INFO] - [E:95| 1300]: Train Loss:0.0011459, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:23:08,833 - testrun_d2ab6391 - [INFO] - [E:95| 1400]: Train Loss:0.0011453, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:24:46,144 - testrun_d2ab6391 - [INFO] - [E:95| 1500]: Train Loss:0.0011451, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:26:31,649 - testrun_d2ab6391 - [INFO] - [E:95| 1600]: Train Loss:0.0011446, Val MRR:0.37442, testrun_d2ab6391 +2023-06-02 17:27:38,265 - testrun_d2ab6391 - [INFO] - [Epoch:95]: Training Loss:0.001145 + +2023-06-02 17:27:38,592 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 17:28:09,534 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 17:28:30,740 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 17:29:07,666 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 17:29:28,659 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.46166, Head : 0.29229, Avg : 0.37698 + +2023-06-02 17:29:30,729 - testrun_d2ab6391 - [INFO] - [Epoch 95]: Training Loss: 0.0011445, Valid MRR: 0.37698, + + + +2023-06-02 17:29:31,829 - testrun_d2ab6391 - [INFO] - [E:96| 0]: Train Loss:0.0012172, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:31:14,372 - testrun_d2ab6391 - [INFO] - [E:96| 100]: Train Loss:0.0011421, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:32:54,588 - testrun_d2ab6391 - [INFO] - [E:96| 200]: Train Loss:0.0011436, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:34:40,126 - testrun_d2ab6391 - [INFO] - [E:96| 300]: Train Loss:0.001143, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:36:17,128 - testrun_d2ab6391 - [INFO] - [E:96| 400]: Train Loss:0.0011426, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:38:02,810 - testrun_d2ab6391 - [INFO] - [E:96| 500]: Train Loss:0.0011414, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:39:40,570 - testrun_d2ab6391 - [INFO] - [E:96| 600]: Train Loss:0.0011422, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:41:26,433 - testrun_d2ab6391 - [INFO] - [E:96| 700]: Train Loss:0.0011419, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:43:04,289 - testrun_d2ab6391 - [INFO] - [E:96| 800]: Train Loss:0.0011416, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:44:50,051 - testrun_d2ab6391 - [INFO] - [E:96| 900]: Train Loss:0.0011422, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:46:27,767 - testrun_d2ab6391 - [INFO] - [E:96| 1000]: Train Loss:0.0011415, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:48:13,669 - testrun_d2ab6391 - [INFO] - [E:96| 1100]: Train Loss:0.0011424, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:49:52,255 - testrun_d2ab6391 - [INFO] - [E:96| 1200]: Train Loss:0.001142, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:51:36,913 - testrun_d2ab6391 - [INFO] - [E:96| 1300]: Train Loss:0.0011421, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:53:19,701 - testrun_d2ab6391 - [INFO] - [E:96| 1400]: Train Loss:0.0011421, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:55:00,846 - testrun_d2ab6391 - [INFO] - [E:96| 1500]: Train Loss:0.0011426, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:56:46,881 - testrun_d2ab6391 - [INFO] - [E:96| 1600]: Train Loss:0.0011427, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 17:57:48,091 - testrun_d2ab6391 - [INFO] - [Epoch:96]: Training Loss:0.001143 + +2023-06-02 17:57:48,454 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 17:58:25,288 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 17:58:46,597 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 17:59:23,579 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 17:59:44,772 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.46359, Head : 0.28367, Avg : 0.37363 + +2023-06-02 17:59:44,822 - testrun_d2ab6391 - [INFO] - [Epoch 96]: Training Loss: 0.0011426, Valid MRR: 0.37698, + + + +2023-06-02 17:59:45,957 - testrun_d2ab6391 - [INFO] - [E:97| 0]: Train Loss:0.0011162, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:01:24,039 - testrun_d2ab6391 - [INFO] - [E:97| 100]: Train Loss:0.0011409, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:03:10,074 - testrun_d2ab6391 - [INFO] - [E:97| 200]: Train Loss:0.0011398, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:04:48,208 - testrun_d2ab6391 - [INFO] - [E:97| 300]: Train Loss:0.0011421, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:06:34,099 - testrun_d2ab6391 - [INFO] - [E:97| 400]: Train Loss:0.0011421, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:08:11,388 - testrun_d2ab6391 - [INFO] - [E:97| 500]: Train Loss:0.0011425, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:09:56,854 - testrun_d2ab6391 - [INFO] - [E:97| 600]: Train Loss:0.0011423, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:11:38,316 - testrun_d2ab6391 - [INFO] - [E:97| 700]: Train Loss:0.0011418, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:13:19,762 - testrun_d2ab6391 - [INFO] - [E:97| 800]: Train Loss:0.0011421, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:15:05,352 - testrun_d2ab6391 - [INFO] - [E:97| 900]: Train Loss:0.0011413, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:16:42,901 - testrun_d2ab6391 - [INFO] - [E:97| 1000]: Train Loss:0.001142, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:18:28,353 - testrun_d2ab6391 - [INFO] - [E:97| 1100]: Train Loss:0.0011414, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:20:05,727 - testrun_d2ab6391 - [INFO] - [E:97| 1200]: Train Loss:0.0011413, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:21:51,353 - testrun_d2ab6391 - [INFO] - [E:97| 1300]: Train Loss:0.0011406, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:23:28,814 - testrun_d2ab6391 - [INFO] - [E:97| 1400]: Train Loss:0.0011408, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:25:14,305 - testrun_d2ab6391 - [INFO] - [E:97| 1500]: Train Loss:0.0011406, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:26:51,862 - testrun_d2ab6391 - [INFO] - [E:97| 1600]: Train Loss:0.001141, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:28:00,722 - testrun_d2ab6391 - [INFO] - [Epoch:97]: Training Loss:0.001141 + +2023-06-02 18:28:01,164 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 18:28:37,869 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 18:28:59,079 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 18:29:36,029 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 18:29:54,889 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.45903, Head : 0.28749, Avg : 0.37326 + +2023-06-02 18:29:54,938 - testrun_d2ab6391 - [INFO] - [Epoch 97]: Training Loss: 0.0011411, Valid MRR: 0.37698, + + + +2023-06-02 18:29:55,827 - testrun_d2ab6391 - [INFO] - [E:98| 0]: Train Loss:0.0011372, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:31:35,844 - testrun_d2ab6391 - [INFO] - [E:98| 100]: Train Loss:0.0011414, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:33:21,460 - testrun_d2ab6391 - [INFO] - [E:98| 200]: Train Loss:0.0011394, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:34:58,890 - testrun_d2ab6391 - [INFO] - [E:98| 300]: Train Loss:0.0011419, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:36:44,217 - testrun_d2ab6391 - [INFO] - [E:98| 400]: Train Loss:0.0011407, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:38:21,678 - testrun_d2ab6391 - [INFO] - [E:98| 500]: Train Loss:0.0011415, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:40:07,211 - testrun_d2ab6391 - [INFO] - [E:98| 600]: Train Loss:0.001141, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:41:44,507 - testrun_d2ab6391 - [INFO] - [E:98| 700]: Train Loss:0.0011405, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:43:29,938 - testrun_d2ab6391 - [INFO] - [E:98| 800]: Train Loss:0.001141, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:45:07,242 - testrun_d2ab6391 - [INFO] - [E:98| 900]: Train Loss:0.0011409, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:46:52,463 - testrun_d2ab6391 - [INFO] - [E:98| 1000]: Train Loss:0.0011408, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:48:32,629 - testrun_d2ab6391 - [INFO] - [E:98| 1100]: Train Loss:0.0011396, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:50:15,505 - testrun_d2ab6391 - [INFO] - [E:98| 1200]: Train Loss:0.0011393, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:52:00,048 - testrun_d2ab6391 - [INFO] - [E:98| 1300]: Train Loss:0.0011392, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:53:38,670 - testrun_d2ab6391 - [INFO] - [E:98| 1400]: Train Loss:0.001139, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:55:24,240 - testrun_d2ab6391 - [INFO] - [E:98| 1500]: Train Loss:0.0011387, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:57:01,763 - testrun_d2ab6391 - [INFO] - [E:98| 1600]: Train Loss:0.0011384, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 18:58:10,565 - testrun_d2ab6391 - [INFO] - [Epoch:98]: Training Loss:0.001138 + +2023-06-02 18:58:11,016 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 18:58:47,743 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 18:59:09,063 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 18:59:39,056 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 18:59:58,983 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.46046, Head : 0.28481, Avg : 0.37264 + +2023-06-02 18:59:59,049 - testrun_d2ab6391 - [INFO] - [Epoch 98]: Training Loss: 0.0011385, Valid MRR: 0.37698, + + + +2023-06-02 19:00:00,188 - testrun_d2ab6391 - [INFO] - [E:99| 0]: Train Loss:0.0010835, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:01:45,426 - testrun_d2ab6391 - [INFO] - [E:99| 100]: Train Loss:0.0011435, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:03:23,072 - testrun_d2ab6391 - [INFO] - [E:99| 200]: Train Loss:0.001137, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:05:08,534 - testrun_d2ab6391 - [INFO] - [E:99| 300]: Train Loss:0.0011375, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:06:50,207 - testrun_d2ab6391 - [INFO] - [E:99| 400]: Train Loss:0.001138, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:08:31,408 - testrun_d2ab6391 - [INFO] - [E:99| 500]: Train Loss:0.001139, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:10:17,100 - testrun_d2ab6391 - [INFO] - [E:99| 600]: Train Loss:0.001139, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:11:54,271 - testrun_d2ab6391 - [INFO] - [E:99| 700]: Train Loss:0.0011385, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:13:39,580 - testrun_d2ab6391 - [INFO] - [E:99| 800]: Train Loss:0.0011376, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:15:16,949 - testrun_d2ab6391 - [INFO] - [E:99| 900]: Train Loss:0.0011364, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:17:02,295 - testrun_d2ab6391 - [INFO] - [E:99| 1000]: Train Loss:0.0011362, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:18:39,738 - testrun_d2ab6391 - [INFO] - [E:99| 1100]: Train Loss:0.0011361, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:20:25,128 - testrun_d2ab6391 - [INFO] - [E:99| 1200]: Train Loss:0.0011364, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:22:02,671 - testrun_d2ab6391 - [INFO] - [E:99| 1300]: Train Loss:0.0011361, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:23:48,100 - testrun_d2ab6391 - [INFO] - [E:99| 1400]: Train Loss:0.0011363, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:25:26,917 - testrun_d2ab6391 - [INFO] - [E:99| 1500]: Train Loss:0.0011366, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:27:10,966 - testrun_d2ab6391 - [INFO] - [E:99| 1600]: Train Loss:0.0011364, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:28:19,832 - testrun_d2ab6391 - [INFO] - [Epoch:99]: Training Loss:0.001137 + +2023-06-02 19:28:20,283 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 19:28:54,193 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 19:29:10,305 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 19:29:46,938 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 19:30:07,972 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.46177, Head : 0.29195, Avg : 0.37686 + MR: Tail : 311.36, Head : 594.82, Avg : 453.09 + Hit-1: Tail : 0.37233, Head : 0.20868, Avg : 0.2905 + Hit-3: Tail : 0.51529, Head : 0.33353, Avg : 0.42441 + Hit-10: Tail : 0.61842, Head : 0.44156, Avg : 0.52999 +2023-06-02 19:30:08,045 - testrun_d2ab6391 - [INFO] - [Epoch 99]: Training Loss: 0.0011366, Valid MRR: 0.37698, + + + +2023-06-02 19:30:09,175 - testrun_d2ab6391 - [INFO] - [E:100| 0]: Train Loss:0.0011099, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:31:54,528 - testrun_d2ab6391 - [INFO] - [E:100| 100]: Train Loss:0.0011279, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:33:31,885 - testrun_d2ab6391 - [INFO] - [E:100| 200]: Train Loss:0.0011291, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:35:17,447 - testrun_d2ab6391 - [INFO] - [E:100| 300]: Train Loss:0.0011313, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:36:54,954 - testrun_d2ab6391 - [INFO] - [E:100| 400]: Train Loss:0.0011335, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:38:40,414 - testrun_d2ab6391 - [INFO] - [E:100| 500]: Train Loss:0.0011323, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:40:17,666 - testrun_d2ab6391 - [INFO] - [E:100| 600]: Train Loss:0.0011339, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:42:03,147 - testrun_d2ab6391 - [INFO] - [E:100| 700]: Train Loss:0.0011331, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:43:43,710 - testrun_d2ab6391 - [INFO] - [E:100| 800]: Train Loss:0.0011328, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:45:25,857 - testrun_d2ab6391 - [INFO] - [E:100| 900]: Train Loss:0.0011334, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:47:10,791 - testrun_d2ab6391 - [INFO] - [E:100| 1000]: Train Loss:0.0011337, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:48:48,696 - testrun_d2ab6391 - [INFO] - [E:100| 1100]: Train Loss:0.0011338, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:50:33,937 - testrun_d2ab6391 - [INFO] - [E:100| 1200]: Train Loss:0.001134, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:52:11,150 - testrun_d2ab6391 - [INFO] - [E:100| 1300]: Train Loss:0.0011338, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:53:56,509 - testrun_d2ab6391 - [INFO] - [E:100| 1400]: Train Loss:0.0011343, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:55:19,890 - testrun_d2ab6391 - [INFO] - [E:100| 1500]: Train Loss:0.0011342, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:56:23,185 - testrun_d2ab6391 - [INFO] - [E:100| 1600]: Train Loss:0.0011346, Val MRR:0.37698, testrun_d2ab6391 +2023-06-02 19:57:04,626 - testrun_d2ab6391 - [INFO] - [Epoch:100]: Training Loss:0.001134 + +2023-06-02 19:57:04,891 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 19:57:26,308 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 19:57:38,721 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 19:58:00,347 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 19:58:12,643 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.46391, Head : 0.29396, Avg : 0.37894 + +2023-06-02 19:58:15,059 - testrun_d2ab6391 - [INFO] - [Epoch 100]: Training Loss: 0.0011345, Valid MRR: 0.37894, + + + +2023-06-02 19:58:15,757 - testrun_d2ab6391 - [INFO] - [E:101| 0]: Train Loss:0.0011132, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 19:59:19,128 - testrun_d2ab6391 - [INFO] - [E:101| 100]: Train Loss:0.001125, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:00:22,473 - testrun_d2ab6391 - [INFO] - [E:101| 200]: Train Loss:0.0011303, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:01:25,782 - testrun_d2ab6391 - [INFO] - [E:101| 300]: Train Loss:0.0011315, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:02:29,147 - testrun_d2ab6391 - [INFO] - [E:101| 400]: Train Loss:0.0011319, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:03:32,513 - testrun_d2ab6391 - [INFO] - [E:101| 500]: Train Loss:0.0011314, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:04:35,883 - testrun_d2ab6391 - [INFO] - [E:101| 600]: Train Loss:0.0011318, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:05:39,250 - testrun_d2ab6391 - [INFO] - [E:101| 700]: Train Loss:0.0011332, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:06:42,776 - testrun_d2ab6391 - [INFO] - [E:101| 800]: Train Loss:0.0011325, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:07:46,272 - testrun_d2ab6391 - [INFO] - [E:101| 900]: Train Loss:0.001133, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:08:49,732 - testrun_d2ab6391 - [INFO] - [E:101| 1000]: Train Loss:0.0011327, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:09:53,147 - testrun_d2ab6391 - [INFO] - [E:101| 1100]: Train Loss:0.0011326, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:10:56,678 - testrun_d2ab6391 - [INFO] - [E:101| 1200]: Train Loss:0.0011328, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:12:00,138 - testrun_d2ab6391 - [INFO] - [E:101| 1300]: Train Loss:0.0011334, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:13:03,639 - testrun_d2ab6391 - [INFO] - [E:101| 1400]: Train Loss:0.001133, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:14:07,171 - testrun_d2ab6391 - [INFO] - [E:101| 1500]: Train Loss:0.0011334, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:15:10,657 - testrun_d2ab6391 - [INFO] - [E:101| 1600]: Train Loss:0.001133, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:15:52,225 - testrun_d2ab6391 - [INFO] - [Epoch:101]: Training Loss:0.001133 + +2023-06-02 20:15:52,492 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 20:16:14,001 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 20:16:26,464 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 20:16:48,152 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 20:17:00,532 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.46285, Head : 0.28616, Avg : 0.37451 + +2023-06-02 20:17:00,586 - testrun_d2ab6391 - [INFO] - [Epoch 101]: Training Loss: 0.0011328, Valid MRR: 0.37894, + + + +2023-06-02 20:17:01,285 - testrun_d2ab6391 - [INFO] - [E:102| 0]: Train Loss:0.0011131, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:18:04,814 - testrun_d2ab6391 - [INFO] - [E:102| 100]: Train Loss:0.0011271, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:19:08,230 - testrun_d2ab6391 - [INFO] - [E:102| 200]: Train Loss:0.0011312, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:20:11,677 - testrun_d2ab6391 - [INFO] - [E:102| 300]: Train Loss:0.0011316, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:21:15,043 - testrun_d2ab6391 - [INFO] - [E:102| 400]: Train Loss:0.0011321, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:22:18,501 - testrun_d2ab6391 - [INFO] - [E:102| 500]: Train Loss:0.0011326, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:23:21,872 - testrun_d2ab6391 - [INFO] - [E:102| 600]: Train Loss:0.0011307, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:24:25,243 - testrun_d2ab6391 - [INFO] - [E:102| 700]: Train Loss:0.0011313, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:25:28,687 - testrun_d2ab6391 - [INFO] - [E:102| 800]: Train Loss:0.0011318, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:26:32,040 - testrun_d2ab6391 - [INFO] - [E:102| 900]: Train Loss:0.0011321, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:27:35,396 - testrun_d2ab6391 - [INFO] - [E:102| 1000]: Train Loss:0.0011316, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:28:38,800 - testrun_d2ab6391 - [INFO] - [E:102| 1100]: Train Loss:0.0011312, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:29:42,171 - testrun_d2ab6391 - [INFO] - [E:102| 1200]: Train Loss:0.0011309, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:30:45,549 - testrun_d2ab6391 - [INFO] - [E:102| 1300]: Train Loss:0.0011307, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:31:48,953 - testrun_d2ab6391 - [INFO] - [E:102| 1400]: Train Loss:0.001131, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:32:52,351 - testrun_d2ab6391 - [INFO] - [E:102| 1500]: Train Loss:0.0011311, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:33:55,752 - testrun_d2ab6391 - [INFO] - [E:102| 1600]: Train Loss:0.0011309, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:34:37,202 - testrun_d2ab6391 - [INFO] - [Epoch:102]: Training Loss:0.001131 + +2023-06-02 20:34:37,467 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 20:34:58,888 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 20:35:11,304 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 20:35:32,899 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 20:35:45,214 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.46506, Head : 0.28865, Avg : 0.37686 + +2023-06-02 20:35:45,263 - testrun_d2ab6391 - [INFO] - [Epoch 102]: Training Loss: 0.0011308, Valid MRR: 0.37894, + + + +2023-06-02 20:35:45,961 - testrun_d2ab6391 - [INFO] - [E:103| 0]: Train Loss:0.0011547, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:36:49,317 - testrun_d2ab6391 - [INFO] - [E:103| 100]: Train Loss:0.0011358, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:37:52,693 - testrun_d2ab6391 - [INFO] - [E:103| 200]: Train Loss:0.0011312, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:38:56,176 - testrun_d2ab6391 - [INFO] - [E:103| 300]: Train Loss:0.0011271, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:39:59,561 - testrun_d2ab6391 - [INFO] - [E:103| 400]: Train Loss:0.0011286, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:41:02,909 - testrun_d2ab6391 - [INFO] - [E:103| 500]: Train Loss:0.0011276, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:42:06,299 - testrun_d2ab6391 - [INFO] - [E:103| 600]: Train Loss:0.0011284, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:43:09,638 - testrun_d2ab6391 - [INFO] - [E:103| 700]: Train Loss:0.0011281, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:44:13,024 - testrun_d2ab6391 - [INFO] - [E:103| 800]: Train Loss:0.0011282, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:45:16,456 - testrun_d2ab6391 - [INFO] - [E:103| 900]: Train Loss:0.0011289, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:46:19,857 - testrun_d2ab6391 - [INFO] - [E:103| 1000]: Train Loss:0.0011286, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:47:23,213 - testrun_d2ab6391 - [INFO] - [E:103| 1100]: Train Loss:0.0011285, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:48:26,520 - testrun_d2ab6391 - [INFO] - [E:103| 1200]: Train Loss:0.001129, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:49:29,919 - testrun_d2ab6391 - [INFO] - [E:103| 1300]: Train Loss:0.0011288, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:50:33,379 - testrun_d2ab6391 - [INFO] - [E:103| 1400]: Train Loss:0.0011288, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:51:36,761 - testrun_d2ab6391 - [INFO] - [E:103| 1500]: Train Loss:0.0011291, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:52:40,162 - testrun_d2ab6391 - [INFO] - [E:103| 1600]: Train Loss:0.0011293, Val MRR:0.37894, testrun_d2ab6391 +2023-06-02 20:53:21,603 - testrun_d2ab6391 - [INFO] - [Epoch:103]: Training Loss:0.001129 + +2023-06-02 20:53:21,880 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 20:53:43,316 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 20:53:55,765 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 20:54:17,354 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 20:54:29,666 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.46351, Head : 0.29846, Avg : 0.38099 + +2023-06-02 20:54:32,855 - testrun_d2ab6391 - [INFO] - [Epoch 103]: Training Loss: 0.0011294, Valid MRR: 0.38099, + + + +2023-06-02 20:54:33,566 - testrun_d2ab6391 - [INFO] - [E:104| 0]: Train Loss:0.0011809, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 20:55:36,972 - testrun_d2ab6391 - [INFO] - [E:104| 100]: Train Loss:0.00113, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 20:56:40,405 - testrun_d2ab6391 - [INFO] - [E:104| 200]: Train Loss:0.0011267, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 20:57:43,758 - testrun_d2ab6391 - [INFO] - [E:104| 300]: Train Loss:0.0011281, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 20:58:47,084 - testrun_d2ab6391 - [INFO] - [E:104| 400]: Train Loss:0.0011281, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 20:59:50,494 - testrun_d2ab6391 - [INFO] - [E:104| 500]: Train Loss:0.0011281, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:00:53,848 - testrun_d2ab6391 - [INFO] - [E:104| 600]: Train Loss:0.0011282, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:01:57,227 - testrun_d2ab6391 - [INFO] - [E:104| 700]: Train Loss:0.0011281, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:03:00,599 - testrun_d2ab6391 - [INFO] - [E:104| 800]: Train Loss:0.0011274, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:04:04,020 - testrun_d2ab6391 - [INFO] - [E:104| 900]: Train Loss:0.0011272, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:05:07,464 - testrun_d2ab6391 - [INFO] - [E:104| 1000]: Train Loss:0.0011274, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:06:10,842 - testrun_d2ab6391 - [INFO] - [E:104| 1100]: Train Loss:0.0011267, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:07:14,259 - testrun_d2ab6391 - [INFO] - [E:104| 1200]: Train Loss:0.0011261, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:08:17,577 - testrun_d2ab6391 - [INFO] - [E:104| 1300]: Train Loss:0.0011262, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:09:20,923 - testrun_d2ab6391 - [INFO] - [E:104| 1400]: Train Loss:0.0011264, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:10:24,235 - testrun_d2ab6391 - [INFO] - [E:104| 1500]: Train Loss:0.0011268, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:11:27,595 - testrun_d2ab6391 - [INFO] - [E:104| 1600]: Train Loss:0.0011269, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:12:08,995 - testrun_d2ab6391 - [INFO] - [Epoch:104]: Training Loss:0.001127 + +2023-06-02 21:12:09,267 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 21:12:30,699 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 21:12:43,143 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 21:13:04,726 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 21:13:17,031 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.46043, Head : 0.28078, Avg : 0.3706 + +2023-06-02 21:13:17,082 - testrun_d2ab6391 - [INFO] - [Epoch 104]: Training Loss: 0.0011269, Valid MRR: 0.38099, + + + +2023-06-02 21:13:17,785 - testrun_d2ab6391 - [INFO] - [E:105| 0]: Train Loss:0.0010682, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:14:21,146 - testrun_d2ab6391 - [INFO] - [E:105| 100]: Train Loss:0.0011229, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:15:24,489 - testrun_d2ab6391 - [INFO] - [E:105| 200]: Train Loss:0.0011211, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:16:27,975 - testrun_d2ab6391 - [INFO] - [E:105| 300]: Train Loss:0.0011226, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:17:31,413 - testrun_d2ab6391 - [INFO] - [E:105| 400]: Train Loss:0.0011223, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:18:34,831 - testrun_d2ab6391 - [INFO] - [E:105| 500]: Train Loss:0.0011217, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:19:38,169 - testrun_d2ab6391 - [INFO] - [E:105| 600]: Train Loss:0.0011226, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:20:41,511 - testrun_d2ab6391 - [INFO] - [E:105| 700]: Train Loss:0.0011247, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:21:44,863 - testrun_d2ab6391 - [INFO] - [E:105| 800]: Train Loss:0.0011246, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:22:48,233 - testrun_d2ab6391 - [INFO] - [E:105| 900]: Train Loss:0.0011248, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:23:51,591 - testrun_d2ab6391 - [INFO] - [E:105| 1000]: Train Loss:0.0011245, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:24:54,949 - testrun_d2ab6391 - [INFO] - [E:105| 1100]: Train Loss:0.001125, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:25:58,275 - testrun_d2ab6391 - [INFO] - [E:105| 1200]: Train Loss:0.0011249, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:27:01,633 - testrun_d2ab6391 - [INFO] - [E:105| 1300]: Train Loss:0.0011252, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:28:04,956 - testrun_d2ab6391 - [INFO] - [E:105| 1400]: Train Loss:0.0011249, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:29:08,286 - testrun_d2ab6391 - [INFO] - [E:105| 1500]: Train Loss:0.0011251, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:30:11,636 - testrun_d2ab6391 - [INFO] - [E:105| 1600]: Train Loss:0.0011253, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:30:53,071 - testrun_d2ab6391 - [INFO] - [Epoch:105]: Training Loss:0.001125 + +2023-06-02 21:30:53,352 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 21:31:14,769 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 21:31:27,187 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 21:31:48,783 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 21:32:01,094 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.4591, Head : 0.29981, Avg : 0.37946 + +2023-06-02 21:32:01,144 - testrun_d2ab6391 - [INFO] - [Epoch 105]: Training Loss: 0.0011254, Valid MRR: 0.38099, + + + +2023-06-02 21:32:01,841 - testrun_d2ab6391 - [INFO] - [E:106| 0]: Train Loss:0.0010872, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:33:05,205 - testrun_d2ab6391 - [INFO] - [E:106| 100]: Train Loss:0.0011204, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:34:08,544 - testrun_d2ab6391 - [INFO] - [E:106| 200]: Train Loss:0.0011208, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:35:11,878 - testrun_d2ab6391 - [INFO] - [E:106| 300]: Train Loss:0.001122, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:36:15,258 - testrun_d2ab6391 - [INFO] - [E:106| 400]: Train Loss:0.0011227, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:37:18,667 - testrun_d2ab6391 - [INFO] - [E:106| 500]: Train Loss:0.0011242, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:38:22,051 - testrun_d2ab6391 - [INFO] - [E:106| 600]: Train Loss:0.0011238, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:39:25,454 - testrun_d2ab6391 - [INFO] - [E:106| 700]: Train Loss:0.0011235, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:40:28,853 - testrun_d2ab6391 - [INFO] - [E:106| 800]: Train Loss:0.0011237, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:41:32,198 - testrun_d2ab6391 - [INFO] - [E:106| 900]: Train Loss:0.0011241, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:42:35,513 - testrun_d2ab6391 - [INFO] - [E:106| 1000]: Train Loss:0.0011247, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:43:38,849 - testrun_d2ab6391 - [INFO] - [E:106| 1100]: Train Loss:0.0011247, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:44:42,235 - testrun_d2ab6391 - [INFO] - [E:106| 1200]: Train Loss:0.0011247, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:45:45,598 - testrun_d2ab6391 - [INFO] - [E:106| 1300]: Train Loss:0.0011247, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:46:48,937 - testrun_d2ab6391 - [INFO] - [E:106| 1400]: Train Loss:0.0011246, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:47:52,274 - testrun_d2ab6391 - [INFO] - [E:106| 1500]: Train Loss:0.0011245, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:48:55,618 - testrun_d2ab6391 - [INFO] - [E:106| 1600]: Train Loss:0.0011243, Val MRR:0.38099, testrun_d2ab6391 +2023-06-02 21:49:37,033 - testrun_d2ab6391 - [INFO] - [Epoch:106]: Training Loss:0.001124 + +2023-06-02 21:49:37,298 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 21:49:58,733 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 21:50:11,147 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 21:50:32,733 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 21:50:45,048 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.4674, Head : 0.30177, Avg : 0.38459 + +2023-06-02 21:50:48,067 - testrun_d2ab6391 - [INFO] - [Epoch 106]: Training Loss: 0.0011239, Valid MRR: 0.38459, + + + +2023-06-02 21:50:48,779 - testrun_d2ab6391 - [INFO] - [E:107| 0]: Train Loss:0.0010961, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 21:51:52,132 - testrun_d2ab6391 - [INFO] - [E:107| 100]: Train Loss:0.0011219, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 21:52:55,483 - testrun_d2ab6391 - [INFO] - [E:107| 200]: Train Loss:0.0011197, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 21:53:58,830 - testrun_d2ab6391 - [INFO] - [E:107| 300]: Train Loss:0.0011188, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 21:55:02,181 - testrun_d2ab6391 - [INFO] - [E:107| 400]: Train Loss:0.0011187, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 21:56:05,573 - testrun_d2ab6391 - [INFO] - [E:107| 500]: Train Loss:0.0011199, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 21:57:08,902 - testrun_d2ab6391 - [INFO] - [E:107| 600]: Train Loss:0.0011196, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 21:58:12,249 - testrun_d2ab6391 - [INFO] - [E:107| 700]: Train Loss:0.0011199, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 21:59:15,608 - testrun_d2ab6391 - [INFO] - [E:107| 800]: Train Loss:0.0011205, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:00:18,963 - testrun_d2ab6391 - [INFO] - [E:107| 900]: Train Loss:0.0011208, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:01:22,338 - testrun_d2ab6391 - [INFO] - [E:107| 1000]: Train Loss:0.0011213, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:02:25,733 - testrun_d2ab6391 - [INFO] - [E:107| 1100]: Train Loss:0.0011207, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:03:29,158 - testrun_d2ab6391 - [INFO] - [E:107| 1200]: Train Loss:0.0011209, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:04:32,500 - testrun_d2ab6391 - [INFO] - [E:107| 1300]: Train Loss:0.0011213, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:05:35,827 - testrun_d2ab6391 - [INFO] - [E:107| 1400]: Train Loss:0.0011214, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:06:39,216 - testrun_d2ab6391 - [INFO] - [E:107| 1500]: Train Loss:0.0011218, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:07:42,522 - testrun_d2ab6391 - [INFO] - [E:107| 1600]: Train Loss:0.0011217, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:08:23,917 - testrun_d2ab6391 - [INFO] - [Epoch:107]: Training Loss:0.001122 + +2023-06-02 22:08:24,187 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 22:08:45,597 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 22:08:58,029 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 22:09:19,638 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 22:09:31,946 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.46428, Head : 0.30245, Avg : 0.38337 + +2023-06-02 22:09:31,998 - testrun_d2ab6391 - [INFO] - [Epoch 107]: Training Loss: 0.0011218, Valid MRR: 0.38459, + + + +2023-06-02 22:09:32,694 - testrun_d2ab6391 - [INFO] - [E:108| 0]: Train Loss:0.0011204, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:10:36,025 - testrun_d2ab6391 - [INFO] - [E:108| 100]: Train Loss:0.0011197, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:11:39,357 - testrun_d2ab6391 - [INFO] - [E:108| 200]: Train Loss:0.0011168, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:12:42,720 - testrun_d2ab6391 - [INFO] - [E:108| 300]: Train Loss:0.0011173, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:13:46,088 - testrun_d2ab6391 - [INFO] - [E:108| 400]: Train Loss:0.0011179, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:14:49,435 - testrun_d2ab6391 - [INFO] - [E:108| 500]: Train Loss:0.0011194, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:15:52,756 - testrun_d2ab6391 - [INFO] - [E:108| 600]: Train Loss:0.0011207, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:16:56,050 - testrun_d2ab6391 - [INFO] - [E:108| 700]: Train Loss:0.0011209, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:17:59,546 - testrun_d2ab6391 - [INFO] - [E:108| 800]: Train Loss:0.0011202, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:19:02,994 - testrun_d2ab6391 - [INFO] - [E:108| 900]: Train Loss:0.0011203, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:20:06,436 - testrun_d2ab6391 - [INFO] - [E:108| 1000]: Train Loss:0.0011205, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:21:09,905 - testrun_d2ab6391 - [INFO] - [E:108| 1100]: Train Loss:0.0011208, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:22:13,384 - testrun_d2ab6391 - [INFO] - [E:108| 1200]: Train Loss:0.0011207, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:23:16,866 - testrun_d2ab6391 - [INFO] - [E:108| 1300]: Train Loss:0.0011206, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:24:20,322 - testrun_d2ab6391 - [INFO] - [E:108| 1400]: Train Loss:0.0011205, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:25:23,830 - testrun_d2ab6391 - [INFO] - [E:108| 1500]: Train Loss:0.0011206, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:26:27,331 - testrun_d2ab6391 - [INFO] - [E:108| 1600]: Train Loss:0.0011202, Val MRR:0.38459, testrun_d2ab6391 +2023-06-02 22:27:08,824 - testrun_d2ab6391 - [INFO] - [Epoch:108]: Training Loss:0.00112 + +2023-06-02 22:27:09,090 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 22:27:30,559 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 22:27:42,992 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 22:28:04,625 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 22:28:16,955 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.46386, Head : 0.3062, Avg : 0.38503 + +2023-06-02 22:28:19,673 - testrun_d2ab6391 - [INFO] - [Epoch 108]: Training Loss: 0.00112, Valid MRR: 0.38503, + + + +2023-06-02 22:28:20,382 - testrun_d2ab6391 - [INFO] - [E:109| 0]: Train Loss:0.0010606, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:29:23,890 - testrun_d2ab6391 - [INFO] - [E:109| 100]: Train Loss:0.0011165, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:30:27,273 - testrun_d2ab6391 - [INFO] - [E:109| 200]: Train Loss:0.0011137, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:31:30,689 - testrun_d2ab6391 - [INFO] - [E:109| 300]: Train Loss:0.0011147, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:32:34,059 - testrun_d2ab6391 - [INFO] - [E:109| 400]: Train Loss:0.0011159, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:33:37,447 - testrun_d2ab6391 - [INFO] - [E:109| 500]: Train Loss:0.0011168, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:34:40,858 - testrun_d2ab6391 - [INFO] - [E:109| 600]: Train Loss:0.0011177, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:35:44,326 - testrun_d2ab6391 - [INFO] - [E:109| 700]: Train Loss:0.0011189, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:36:47,715 - testrun_d2ab6391 - [INFO] - [E:109| 800]: Train Loss:0.0011194, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:37:51,164 - testrun_d2ab6391 - [INFO] - [E:109| 900]: Train Loss:0.0011203, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:38:54,586 - testrun_d2ab6391 - [INFO] - [E:109| 1000]: Train Loss:0.00112, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:39:57,922 - testrun_d2ab6391 - [INFO] - [E:109| 1100]: Train Loss:0.0011195, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:41:01,289 - testrun_d2ab6391 - [INFO] - [E:109| 1200]: Train Loss:0.0011193, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:42:04,681 - testrun_d2ab6391 - [INFO] - [E:109| 1300]: Train Loss:0.0011191, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:43:08,055 - testrun_d2ab6391 - [INFO] - [E:109| 1400]: Train Loss:0.0011185, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:44:11,426 - testrun_d2ab6391 - [INFO] - [E:109| 1500]: Train Loss:0.0011184, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:45:14,806 - testrun_d2ab6391 - [INFO] - [E:109| 1600]: Train Loss:0.0011185, Val MRR:0.38503, testrun_d2ab6391 +2023-06-02 22:45:56,228 - testrun_d2ab6391 - [INFO] - [Epoch:109]: Training Loss:0.001118 + +2023-06-02 22:45:56,493 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 22:46:17,934 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 22:46:30,371 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 22:46:52,007 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 22:47:04,356 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.46434, Head : 0.30619, Avg : 0.38526 + MR: Tail : 284.52, Head : 556.84, Avg : 420.68 + Hit-1: Tail : 0.36758, Head : 0.22085, Avg : 0.29422 + Hit-3: Tail : 0.52885, Head : 0.34996, Avg : 0.43941 + Hit-10: Tail : 0.62648, Head : 0.45848, Avg : 0.54248 +2023-06-02 22:47:08,034 - testrun_d2ab6391 - [INFO] - [Epoch 109]: Training Loss: 0.0011185, Valid MRR: 0.38526, + + + +2023-06-02 22:47:08,737 - testrun_d2ab6391 - [INFO] - [E:110| 0]: Train Loss:0.0011017, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:48:12,062 - testrun_d2ab6391 - [INFO] - [E:110| 100]: Train Loss:0.0011134, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:49:15,484 - testrun_d2ab6391 - [INFO] - [E:110| 200]: Train Loss:0.0011199, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:50:18,887 - testrun_d2ab6391 - [INFO] - [E:110| 300]: Train Loss:0.00112, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:51:22,220 - testrun_d2ab6391 - [INFO] - [E:110| 400]: Train Loss:0.0011182, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:52:25,605 - testrun_d2ab6391 - [INFO] - [E:110| 500]: Train Loss:0.0011188, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:53:28,966 - testrun_d2ab6391 - [INFO] - [E:110| 600]: Train Loss:0.001118, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:54:32,353 - testrun_d2ab6391 - [INFO] - [E:110| 700]: Train Loss:0.0011184, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:55:35,694 - testrun_d2ab6391 - [INFO] - [E:110| 800]: Train Loss:0.0011184, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:56:39,120 - testrun_d2ab6391 - [INFO] - [E:110| 900]: Train Loss:0.0011181, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:57:42,516 - testrun_d2ab6391 - [INFO] - [E:110| 1000]: Train Loss:0.0011179, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:58:45,889 - testrun_d2ab6391 - [INFO] - [E:110| 1100]: Train Loss:0.0011172, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 22:59:49,280 - testrun_d2ab6391 - [INFO] - [E:110| 1200]: Train Loss:0.0011167, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:00:52,656 - testrun_d2ab6391 - [INFO] - [E:110| 1300]: Train Loss:0.0011172, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:01:56,025 - testrun_d2ab6391 - [INFO] - [E:110| 1400]: Train Loss:0.0011172, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:02:59,460 - testrun_d2ab6391 - [INFO] - [E:110| 1500]: Train Loss:0.0011175, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:04:02,882 - testrun_d2ab6391 - [INFO] - [E:110| 1600]: Train Loss:0.0011171, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:04:44,305 - testrun_d2ab6391 - [INFO] - [Epoch:110]: Training Loss:0.001117 + +2023-06-02 23:04:44,571 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 23:05:05,993 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 23:05:18,414 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 23:05:40,017 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 23:05:52,351 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.46975, Head : 0.29885, Avg : 0.3843 + +2023-06-02 23:05:52,422 - testrun_d2ab6391 - [INFO] - [Epoch 110]: Training Loss: 0.0011172, Valid MRR: 0.38526, + + + +2023-06-02 23:05:53,127 - testrun_d2ab6391 - [INFO] - [E:111| 0]: Train Loss:0.001131, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:06:56,514 - testrun_d2ab6391 - [INFO] - [E:111| 100]: Train Loss:0.0011088, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:07:59,895 - testrun_d2ab6391 - [INFO] - [E:111| 200]: Train Loss:0.0011133, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:09:03,272 - testrun_d2ab6391 - [INFO] - [E:111| 300]: Train Loss:0.0011156, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:10:06,685 - testrun_d2ab6391 - [INFO] - [E:111| 400]: Train Loss:0.0011162, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:11:10,084 - testrun_d2ab6391 - [INFO] - [E:111| 500]: Train Loss:0.0011168, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:12:13,444 - testrun_d2ab6391 - [INFO] - [E:111| 600]: Train Loss:0.0011169, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:13:16,902 - testrun_d2ab6391 - [INFO] - [E:111| 700]: Train Loss:0.0011164, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:14:20,293 - testrun_d2ab6391 - [INFO] - [E:111| 800]: Train Loss:0.001116, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:15:23,642 - testrun_d2ab6391 - [INFO] - [E:111| 900]: Train Loss:0.0011154, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:16:27,097 - testrun_d2ab6391 - [INFO] - [E:111| 1000]: Train Loss:0.0011153, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:17:30,465 - testrun_d2ab6391 - [INFO] - [E:111| 1100]: Train Loss:0.0011154, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:18:33,864 - testrun_d2ab6391 - [INFO] - [E:111| 1200]: Train Loss:0.001115, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:19:37,302 - testrun_d2ab6391 - [INFO] - [E:111| 1300]: Train Loss:0.0011147, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:20:40,766 - testrun_d2ab6391 - [INFO] - [E:111| 1400]: Train Loss:0.0011147, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:21:44,130 - testrun_d2ab6391 - [INFO] - [E:111| 1500]: Train Loss:0.001115, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:22:47,542 - testrun_d2ab6391 - [INFO] - [E:111| 1600]: Train Loss:0.0011156, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:23:28,965 - testrun_d2ab6391 - [INFO] - [Epoch:111]: Training Loss:0.001115 + +2023-06-02 23:23:29,231 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 23:23:50,720 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 23:24:03,155 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 23:24:24,775 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 23:24:37,072 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.46495, Head : 0.30553, Avg : 0.38524 + +2023-06-02 23:24:37,121 - testrun_d2ab6391 - [INFO] - [Epoch 111]: Training Loss: 0.0011154, Valid MRR: 0.38526, + + + +2023-06-02 23:24:37,845 - testrun_d2ab6391 - [INFO] - [E:112| 0]: Train Loss:0.0011149, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:25:41,274 - testrun_d2ab6391 - [INFO] - [E:112| 100]: Train Loss:0.0011136, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:26:44,691 - testrun_d2ab6391 - [INFO] - [E:112| 200]: Train Loss:0.0011156, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:27:48,079 - testrun_d2ab6391 - [INFO] - [E:112| 300]: Train Loss:0.0011163, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:28:51,483 - testrun_d2ab6391 - [INFO] - [E:112| 400]: Train Loss:0.0011148, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:29:54,924 - testrun_d2ab6391 - [INFO] - [E:112| 500]: Train Loss:0.0011152, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:30:58,296 - testrun_d2ab6391 - [INFO] - [E:112| 600]: Train Loss:0.0011147, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:32:01,711 - testrun_d2ab6391 - [INFO] - [E:112| 700]: Train Loss:0.0011146, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:33:05,177 - testrun_d2ab6391 - [INFO] - [E:112| 800]: Train Loss:0.0011145, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:34:08,662 - testrun_d2ab6391 - [INFO] - [E:112| 900]: Train Loss:0.0011151, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:35:12,105 - testrun_d2ab6391 - [INFO] - [E:112| 1000]: Train Loss:0.0011148, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:36:15,432 - testrun_d2ab6391 - [INFO] - [E:112| 1100]: Train Loss:0.0011149, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:37:18,869 - testrun_d2ab6391 - [INFO] - [E:112| 1200]: Train Loss:0.0011144, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:38:22,265 - testrun_d2ab6391 - [INFO] - [E:112| 1300]: Train Loss:0.0011142, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:39:25,673 - testrun_d2ab6391 - [INFO] - [E:112| 1400]: Train Loss:0.0011144, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:40:29,075 - testrun_d2ab6391 - [INFO] - [E:112| 1500]: Train Loss:0.001114, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:41:32,480 - testrun_d2ab6391 - [INFO] - [E:112| 1600]: Train Loss:0.0011139, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:42:13,937 - testrun_d2ab6391 - [INFO] - [Epoch:112]: Training Loss:0.001114 + +2023-06-02 23:42:14,214 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-02 23:42:35,657 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-02 23:42:48,090 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-02 23:43:09,728 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-02 23:43:22,024 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.46772, Head : 0.29532, Avg : 0.38152 + +2023-06-02 23:43:22,074 - testrun_d2ab6391 - [INFO] - [Epoch 112]: Training Loss: 0.001114, Valid MRR: 0.38526, + + + +2023-06-02 23:43:22,772 - testrun_d2ab6391 - [INFO] - [E:113| 0]: Train Loss:0.0011369, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:44:26,153 - testrun_d2ab6391 - [INFO] - [E:113| 100]: Train Loss:0.0011103, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:45:29,548 - testrun_d2ab6391 - [INFO] - [E:113| 200]: Train Loss:0.0011126, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:46:32,952 - testrun_d2ab6391 - [INFO] - [E:113| 300]: Train Loss:0.0011121, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:47:36,375 - testrun_d2ab6391 - [INFO] - [E:113| 400]: Train Loss:0.0011116, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:48:39,802 - testrun_d2ab6391 - [INFO] - [E:113| 500]: Train Loss:0.0011122, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:49:43,161 - testrun_d2ab6391 - [INFO] - [E:113| 600]: Train Loss:0.0011137, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:50:46,504 - testrun_d2ab6391 - [INFO] - [E:113| 700]: Train Loss:0.0011147, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:51:49,926 - testrun_d2ab6391 - [INFO] - [E:113| 800]: Train Loss:0.0011148, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:52:53,338 - testrun_d2ab6391 - [INFO] - [E:113| 900]: Train Loss:0.0011153, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:53:56,784 - testrun_d2ab6391 - [INFO] - [E:113| 1000]: Train Loss:0.0011146, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:55:00,252 - testrun_d2ab6391 - [INFO] - [E:113| 1100]: Train Loss:0.0011137, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:56:03,629 - testrun_d2ab6391 - [INFO] - [E:113| 1200]: Train Loss:0.0011129, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:57:06,992 - testrun_d2ab6391 - [INFO] - [E:113| 1300]: Train Loss:0.0011123, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:58:10,373 - testrun_d2ab6391 - [INFO] - [E:113| 1400]: Train Loss:0.0011123, Val MRR:0.38526, testrun_d2ab6391 +2023-06-02 23:59:13,814 - testrun_d2ab6391 - [INFO] - [E:113| 1500]: Train Loss:0.0011119, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:00:17,202 - testrun_d2ab6391 - [INFO] - [E:113| 1600]: Train Loss:0.0011119, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:00:58,708 - testrun_d2ab6391 - [INFO] - [Epoch:113]: Training Loss:0.001112 + +2023-06-03 00:00:58,973 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 00:01:20,435 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 00:01:32,886 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 00:01:54,520 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 00:02:06,829 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.46617, Head : 0.30271, Avg : 0.38444 + +2023-06-03 00:02:06,879 - testrun_d2ab6391 - [INFO] - [Epoch 113]: Training Loss: 0.0011117, Valid MRR: 0.38526, + + + +2023-06-03 00:02:07,575 - testrun_d2ab6391 - [INFO] - [E:114| 0]: Train Loss:0.001122, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:03:11,009 - testrun_d2ab6391 - [INFO] - [E:114| 100]: Train Loss:0.0011111, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:04:14,457 - testrun_d2ab6391 - [INFO] - [E:114| 200]: Train Loss:0.0011132, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:05:17,863 - testrun_d2ab6391 - [INFO] - [E:114| 300]: Train Loss:0.0011132, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:06:21,268 - testrun_d2ab6391 - [INFO] - [E:114| 400]: Train Loss:0.0011105, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:07:24,656 - testrun_d2ab6391 - [INFO] - [E:114| 500]: Train Loss:0.0011091, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:08:28,086 - testrun_d2ab6391 - [INFO] - [E:114| 600]: Train Loss:0.001109, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:09:31,551 - testrun_d2ab6391 - [INFO] - [E:114| 700]: Train Loss:0.0011086, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:10:34,941 - testrun_d2ab6391 - [INFO] - [E:114| 800]: Train Loss:0.0011085, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:11:38,326 - testrun_d2ab6391 - [INFO] - [E:114| 900]: Train Loss:0.0011091, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:12:41,765 - testrun_d2ab6391 - [INFO] - [E:114| 1000]: Train Loss:0.0011093, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:13:45,187 - testrun_d2ab6391 - [INFO] - [E:114| 1100]: Train Loss:0.0011095, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:14:48,657 - testrun_d2ab6391 - [INFO] - [E:114| 1200]: Train Loss:0.0011096, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:15:52,116 - testrun_d2ab6391 - [INFO] - [E:114| 1300]: Train Loss:0.0011101, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:16:55,498 - testrun_d2ab6391 - [INFO] - [E:114| 1400]: Train Loss:0.0011102, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:17:58,899 - testrun_d2ab6391 - [INFO] - [E:114| 1500]: Train Loss:0.0011106, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:19:02,372 - testrun_d2ab6391 - [INFO] - [E:114| 1600]: Train Loss:0.0011105, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:19:43,885 - testrun_d2ab6391 - [INFO] - [Epoch:114]: Training Loss:0.001111 + +2023-06-03 00:19:44,150 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 00:20:05,591 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 00:20:18,035 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 00:20:39,665 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 00:20:52,010 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.46945, Head : 0.29518, Avg : 0.38231 + +2023-06-03 00:20:52,059 - testrun_d2ab6391 - [INFO] - [Epoch 114]: Training Loss: 0.0011109, Valid MRR: 0.38526, + + + +2023-06-03 00:20:52,759 - testrun_d2ab6391 - [INFO] - [E:115| 0]: Train Loss:0.0011216, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:21:56,194 - testrun_d2ab6391 - [INFO] - [E:115| 100]: Train Loss:0.0011114, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:22:59,620 - testrun_d2ab6391 - [INFO] - [E:115| 200]: Train Loss:0.0011093, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:24:03,010 - testrun_d2ab6391 - [INFO] - [E:115| 300]: Train Loss:0.0011087, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:25:06,438 - testrun_d2ab6391 - [INFO] - [E:115| 400]: Train Loss:0.0011067, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:26:09,894 - testrun_d2ab6391 - [INFO] - [E:115| 500]: Train Loss:0.0011065, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:27:13,302 - testrun_d2ab6391 - [INFO] - [E:115| 600]: Train Loss:0.0011077, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:28:16,762 - testrun_d2ab6391 - [INFO] - [E:115| 700]: Train Loss:0.0011077, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:29:20,239 - testrun_d2ab6391 - [INFO] - [E:115| 800]: Train Loss:0.0011084, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:30:23,737 - testrun_d2ab6391 - [INFO] - [E:115| 900]: Train Loss:0.0011081, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:31:27,291 - testrun_d2ab6391 - [INFO] - [E:115| 1000]: Train Loss:0.0011076, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:32:30,863 - testrun_d2ab6391 - [INFO] - [E:115| 1100]: Train Loss:0.001108, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:33:34,357 - testrun_d2ab6391 - [INFO] - [E:115| 1200]: Train Loss:0.0011084, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:34:37,877 - testrun_d2ab6391 - [INFO] - [E:115| 1300]: Train Loss:0.0011087, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:35:41,399 - testrun_d2ab6391 - [INFO] - [E:115| 1400]: Train Loss:0.0011089, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:36:44,934 - testrun_d2ab6391 - [INFO] - [E:115| 1500]: Train Loss:0.0011093, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:37:48,468 - testrun_d2ab6391 - [INFO] - [E:115| 1600]: Train Loss:0.0011092, Val MRR:0.38526, testrun_d2ab6391 +2023-06-03 00:38:30,008 - testrun_d2ab6391 - [INFO] - [Epoch:115]: Training Loss:0.001109 + +2023-06-03 00:38:30,277 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 00:38:51,761 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 00:39:04,217 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 00:39:25,874 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 00:39:38,235 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.46775, Head : 0.31436, Avg : 0.39105 + +2023-06-03 00:39:41,797 - testrun_d2ab6391 - [INFO] - [Epoch 115]: Training Loss: 0.0011088, Valid MRR: 0.39105, + + + +2023-06-03 00:39:42,511 - testrun_d2ab6391 - [INFO] - [E:116| 0]: Train Loss:0.0010927, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:40:46,054 - testrun_d2ab6391 - [INFO] - [E:116| 100]: Train Loss:0.001106, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:41:49,530 - testrun_d2ab6391 - [INFO] - [E:116| 200]: Train Loss:0.0011105, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:42:52,946 - testrun_d2ab6391 - [INFO] - [E:116| 300]: Train Loss:0.001108, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:43:56,375 - testrun_d2ab6391 - [INFO] - [E:116| 400]: Train Loss:0.0011087, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:44:59,786 - testrun_d2ab6391 - [INFO] - [E:116| 500]: Train Loss:0.0011093, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:46:03,181 - testrun_d2ab6391 - [INFO] - [E:116| 600]: Train Loss:0.0011105, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:47:06,601 - testrun_d2ab6391 - [INFO] - [E:116| 700]: Train Loss:0.0011103, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:48:10,027 - testrun_d2ab6391 - [INFO] - [E:116| 800]: Train Loss:0.0011098, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:49:13,456 - testrun_d2ab6391 - [INFO] - [E:116| 900]: Train Loss:0.001109, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:50:16,894 - testrun_d2ab6391 - [INFO] - [E:116| 1000]: Train Loss:0.0011083, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:51:20,302 - testrun_d2ab6391 - [INFO] - [E:116| 1100]: Train Loss:0.001109, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:52:23,784 - testrun_d2ab6391 - [INFO] - [E:116| 1200]: Train Loss:0.0011088, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:53:27,144 - testrun_d2ab6391 - [INFO] - [E:116| 1300]: Train Loss:0.001108, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:54:30,587 - testrun_d2ab6391 - [INFO] - [E:116| 1400]: Train Loss:0.001108, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:55:34,015 - testrun_d2ab6391 - [INFO] - [E:116| 1500]: Train Loss:0.0011078, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:56:37,523 - testrun_d2ab6391 - [INFO] - [E:116| 1600]: Train Loss:0.0011078, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:57:18,949 - testrun_d2ab6391 - [INFO] - [Epoch:116]: Training Loss:0.001108 + +2023-06-03 00:57:19,215 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 00:57:40,646 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 00:57:53,095 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 00:58:14,704 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 00:58:27,047 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.46491, Head : 0.30966, Avg : 0.38728 + +2023-06-03 00:58:27,097 - testrun_d2ab6391 - [INFO] - [Epoch 116]: Training Loss: 0.001108, Valid MRR: 0.39105, + + + +2023-06-03 00:58:27,791 - testrun_d2ab6391 - [INFO] - [E:117| 0]: Train Loss:0.0011383, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 00:59:31,288 - testrun_d2ab6391 - [INFO] - [E:117| 100]: Train Loss:0.0011085, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:00:34,702 - testrun_d2ab6391 - [INFO] - [E:117| 200]: Train Loss:0.0011093, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:01:38,157 - testrun_d2ab6391 - [INFO] - [E:117| 300]: Train Loss:0.0011084, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:02:41,534 - testrun_d2ab6391 - [INFO] - [E:117| 400]: Train Loss:0.0011085, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:03:45,037 - testrun_d2ab6391 - [INFO] - [E:117| 500]: Train Loss:0.0011082, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:04:48,464 - testrun_d2ab6391 - [INFO] - [E:117| 600]: Train Loss:0.0011076, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:05:51,888 - testrun_d2ab6391 - [INFO] - [E:117| 700]: Train Loss:0.0011066, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:06:55,367 - testrun_d2ab6391 - [INFO] - [E:117| 800]: Train Loss:0.001107, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:07:58,836 - testrun_d2ab6391 - [INFO] - [E:117| 900]: Train Loss:0.0011066, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:09:02,352 - testrun_d2ab6391 - [INFO] - [E:117| 1000]: Train Loss:0.0011064, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:10:05,817 - testrun_d2ab6391 - [INFO] - [E:117| 1100]: Train Loss:0.0011065, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:11:09,273 - testrun_d2ab6391 - [INFO] - [E:117| 1200]: Train Loss:0.0011066, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:12:12,734 - testrun_d2ab6391 - [INFO] - [E:117| 1300]: Train Loss:0.001106, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:13:16,185 - testrun_d2ab6391 - [INFO] - [E:117| 1400]: Train Loss:0.001106, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:14:19,647 - testrun_d2ab6391 - [INFO] - [E:117| 1500]: Train Loss:0.001106, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:15:23,073 - testrun_d2ab6391 - [INFO] - [E:117| 1600]: Train Loss:0.0011062, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:16:04,524 - testrun_d2ab6391 - [INFO] - [Epoch:117]: Training Loss:0.001106 + +2023-06-03 01:16:04,791 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 01:16:26,240 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 01:16:38,686 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 01:17:00,318 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 01:17:12,663 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.47171, Head : 0.29971, Avg : 0.38571 + +2023-06-03 01:17:12,713 - testrun_d2ab6391 - [INFO] - [Epoch 117]: Training Loss: 0.0011063, Valid MRR: 0.39105, + + + +2023-06-03 01:17:13,411 - testrun_d2ab6391 - [INFO] - [E:118| 0]: Train Loss:0.0011578, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:18:16,858 - testrun_d2ab6391 - [INFO] - [E:118| 100]: Train Loss:0.0011061, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:19:20,337 - testrun_d2ab6391 - [INFO] - [E:118| 200]: Train Loss:0.0011074, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:20:23,842 - testrun_d2ab6391 - [INFO] - [E:118| 300]: Train Loss:0.0011077, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:21:27,352 - testrun_d2ab6391 - [INFO] - [E:118| 400]: Train Loss:0.0011087, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:22:30,789 - testrun_d2ab6391 - [INFO] - [E:118| 500]: Train Loss:0.0011069, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:23:34,289 - testrun_d2ab6391 - [INFO] - [E:118| 600]: Train Loss:0.0011071, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:24:37,783 - testrun_d2ab6391 - [INFO] - [E:118| 700]: Train Loss:0.0011074, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:25:41,280 - testrun_d2ab6391 - [INFO] - [E:118| 800]: Train Loss:0.0011071, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:26:44,793 - testrun_d2ab6391 - [INFO] - [E:118| 900]: Train Loss:0.0011064, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:27:48,272 - testrun_d2ab6391 - [INFO] - [E:118| 1000]: Train Loss:0.0011058, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:28:51,754 - testrun_d2ab6391 - [INFO] - [E:118| 1100]: Train Loss:0.0011051, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:29:55,193 - testrun_d2ab6391 - [INFO] - [E:118| 1200]: Train Loss:0.001105, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:30:58,594 - testrun_d2ab6391 - [INFO] - [E:118| 1300]: Train Loss:0.0011047, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:32:02,134 - testrun_d2ab6391 - [INFO] - [E:118| 1400]: Train Loss:0.0011046, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:33:05,666 - testrun_d2ab6391 - [INFO] - [E:118| 1500]: Train Loss:0.0011046, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:34:09,196 - testrun_d2ab6391 - [INFO] - [E:118| 1600]: Train Loss:0.0011044, Val MRR:0.39105, testrun_d2ab6391 +2023-06-03 01:34:50,775 - testrun_d2ab6391 - [INFO] - [Epoch:118]: Training Loss:0.001104 + +2023-06-03 01:34:51,051 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 01:35:12,525 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 01:35:24,979 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 01:35:46,626 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 01:35:58,973 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.46827, Head : 0.31608, Avg : 0.39218 + +2023-06-03 01:36:02,846 - testrun_d2ab6391 - [INFO] - [Epoch 118]: Training Loss: 0.0011043, Valid MRR: 0.39218, + + + +2023-06-03 01:36:03,556 - testrun_d2ab6391 - [INFO] - [E:119| 0]: Train Loss:0.0010889, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:37:07,025 - testrun_d2ab6391 - [INFO] - [E:119| 100]: Train Loss:0.0010985, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:38:10,564 - testrun_d2ab6391 - [INFO] - [E:119| 200]: Train Loss:0.0010998, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:39:14,045 - testrun_d2ab6391 - [INFO] - [E:119| 300]: Train Loss:0.0011025, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:40:17,518 - testrun_d2ab6391 - [INFO] - [E:119| 400]: Train Loss:0.0011023, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:41:20,971 - testrun_d2ab6391 - [INFO] - [E:119| 500]: Train Loss:0.0011018, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:42:24,422 - testrun_d2ab6391 - [INFO] - [E:119| 600]: Train Loss:0.0011009, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:43:27,976 - testrun_d2ab6391 - [INFO] - [E:119| 700]: Train Loss:0.0011017, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:44:31,483 - testrun_d2ab6391 - [INFO] - [E:119| 800]: Train Loss:0.001102, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:45:35,060 - testrun_d2ab6391 - [INFO] - [E:119| 900]: Train Loss:0.0011022, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:46:38,499 - testrun_d2ab6391 - [INFO] - [E:119| 1000]: Train Loss:0.0011025, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:47:42,002 - testrun_d2ab6391 - [INFO] - [E:119| 1100]: Train Loss:0.001103, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:48:45,461 - testrun_d2ab6391 - [INFO] - [E:119| 1200]: Train Loss:0.0011028, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:49:49,001 - testrun_d2ab6391 - [INFO] - [E:119| 1300]: Train Loss:0.001103, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:50:52,520 - testrun_d2ab6391 - [INFO] - [E:119| 1400]: Train Loss:0.0011028, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:51:55,977 - testrun_d2ab6391 - [INFO] - [E:119| 1500]: Train Loss:0.0011025, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:52:59,630 - testrun_d2ab6391 - [INFO] - [E:119| 1600]: Train Loss:0.001103, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:53:41,147 - testrun_d2ab6391 - [INFO] - [Epoch:119]: Training Loss:0.001103 + +2023-06-03 01:53:41,414 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 01:54:02,908 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 01:54:15,364 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 01:54:37,040 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 01:54:49,413 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.46573, Head : 0.31659, Avg : 0.39116 + MR: Tail : 289.0, Head : 530.09, Avg : 409.55 + Hit-1: Tail : 0.36743, Head : 0.23006, Avg : 0.29874 + Hit-3: Tail : 0.52855, Head : 0.36124, Avg : 0.4449 + Hit-10: Tail : 0.63673, Head : 0.47644, Avg : 0.55659 +2023-06-03 01:54:49,465 - testrun_d2ab6391 - [INFO] - [Epoch 119]: Training Loss: 0.0011032, Valid MRR: 0.39218, + + + +2023-06-03 01:54:50,160 - testrun_d2ab6391 - [INFO] - [E:120| 0]: Train Loss:0.001134, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:55:53,696 - testrun_d2ab6391 - [INFO] - [E:120| 100]: Train Loss:0.001109, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:56:57,228 - testrun_d2ab6391 - [INFO] - [E:120| 200]: Train Loss:0.0011039, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:58:00,766 - testrun_d2ab6391 - [INFO] - [E:120| 300]: Train Loss:0.0011036, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 01:59:04,296 - testrun_d2ab6391 - [INFO] - [E:120| 400]: Train Loss:0.001103, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:00:07,881 - testrun_d2ab6391 - [INFO] - [E:120| 500]: Train Loss:0.0011012, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:01:11,387 - testrun_d2ab6391 - [INFO] - [E:120| 600]: Train Loss:0.0011012, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:02:14,914 - testrun_d2ab6391 - [INFO] - [E:120| 700]: Train Loss:0.0011014, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:03:18,427 - testrun_d2ab6391 - [INFO] - [E:120| 800]: Train Loss:0.0011016, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:04:21,944 - testrun_d2ab6391 - [INFO] - [E:120| 900]: Train Loss:0.001102, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:05:25,440 - testrun_d2ab6391 - [INFO] - [E:120| 1000]: Train Loss:0.0011022, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:06:28,932 - testrun_d2ab6391 - [INFO] - [E:120| 1100]: Train Loss:0.0011017, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:07:32,408 - testrun_d2ab6391 - [INFO] - [E:120| 1200]: Train Loss:0.0011012, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:08:35,877 - testrun_d2ab6391 - [INFO] - [E:120| 1300]: Train Loss:0.0011007, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:09:39,404 - testrun_d2ab6391 - [INFO] - [E:120| 1400]: Train Loss:0.0011006, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:10:42,949 - testrun_d2ab6391 - [INFO] - [E:120| 1500]: Train Loss:0.0011004, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:11:46,456 - testrun_d2ab6391 - [INFO] - [E:120| 1600]: Train Loss:0.001101, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:12:27,983 - testrun_d2ab6391 - [INFO] - [Epoch:120]: Training Loss:0.001102 + +2023-06-03 02:12:28,251 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 02:12:49,745 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 02:13:02,209 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 02:13:23,876 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 02:13:36,216 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.47088, Head : 0.30917, Avg : 0.39003 + +2023-06-03 02:13:36,266 - testrun_d2ab6391 - [INFO] - [Epoch 120]: Training Loss: 0.0011015, Valid MRR: 0.39218, + + + +2023-06-03 02:13:36,961 - testrun_d2ab6391 - [INFO] - [E:121| 0]: Train Loss:0.0012053, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:14:40,458 - testrun_d2ab6391 - [INFO] - [E:121| 100]: Train Loss:0.0011012, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:15:43,991 - testrun_d2ab6391 - [INFO] - [E:121| 200]: Train Loss:0.0010981, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:16:47,517 - testrun_d2ab6391 - [INFO] - [E:121| 300]: Train Loss:0.0010999, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:17:51,030 - testrun_d2ab6391 - [INFO] - [E:121| 400]: Train Loss:0.0010992, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:18:54,548 - testrun_d2ab6391 - [INFO] - [E:121| 500]: Train Loss:0.0010996, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:19:58,062 - testrun_d2ab6391 - [INFO] - [E:121| 600]: Train Loss:0.0010983, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:21:01,594 - testrun_d2ab6391 - [INFO] - [E:121| 700]: Train Loss:0.0010992, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:22:05,186 - testrun_d2ab6391 - [INFO] - [E:121| 800]: Train Loss:0.0010991, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:23:08,727 - testrun_d2ab6391 - [INFO] - [E:121| 900]: Train Loss:0.0010992, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:24:12,276 - testrun_d2ab6391 - [INFO] - [E:121| 1000]: Train Loss:0.0010988, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:25:15,746 - testrun_d2ab6391 - [INFO] - [E:121| 1100]: Train Loss:0.0010989, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:26:19,318 - testrun_d2ab6391 - [INFO] - [E:121| 1200]: Train Loss:0.001099, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:27:22,895 - testrun_d2ab6391 - [INFO] - [E:121| 1300]: Train Loss:0.0010991, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:28:26,451 - testrun_d2ab6391 - [INFO] - [E:121| 1400]: Train Loss:0.0010997, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:29:29,996 - testrun_d2ab6391 - [INFO] - [E:121| 1500]: Train Loss:0.0011, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:30:33,583 - testrun_d2ab6391 - [INFO] - [E:121| 1600]: Train Loss:0.0011004, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:31:15,122 - testrun_d2ab6391 - [INFO] - [Epoch:121]: Training Loss:0.0011 + +2023-06-03 02:31:15,403 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 02:31:36,868 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 02:31:49,340 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 02:32:10,989 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 02:32:23,330 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.46948, Head : 0.30409, Avg : 0.38678 + +2023-06-03 02:32:23,380 - testrun_d2ab6391 - [INFO] - [Epoch 121]: Training Loss: 0.0011002, Valid MRR: 0.39218, + + + +2023-06-03 02:32:24,078 - testrun_d2ab6391 - [INFO] - [E:122| 0]: Train Loss:0.0010885, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:33:27,632 - testrun_d2ab6391 - [INFO] - [E:122| 100]: Train Loss:0.0010955, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:34:31,246 - testrun_d2ab6391 - [INFO] - [E:122| 200]: Train Loss:0.0010953, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:35:34,834 - testrun_d2ab6391 - [INFO] - [E:122| 300]: Train Loss:0.0010974, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:36:38,336 - testrun_d2ab6391 - [INFO] - [E:122| 400]: Train Loss:0.0011003, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:37:41,957 - testrun_d2ab6391 - [INFO] - [E:122| 500]: Train Loss:0.0010989, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:38:45,521 - testrun_d2ab6391 - [INFO] - [E:122| 600]: Train Loss:0.0010979, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:39:49,127 - testrun_d2ab6391 - [INFO] - [E:122| 700]: Train Loss:0.0010985, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:40:52,781 - testrun_d2ab6391 - [INFO] - [E:122| 800]: Train Loss:0.0010985, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:41:56,403 - testrun_d2ab6391 - [INFO] - [E:122| 900]: Train Loss:0.0010984, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:43:00,052 - testrun_d2ab6391 - [INFO] - [E:122| 1000]: Train Loss:0.0010985, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:44:03,713 - testrun_d2ab6391 - [INFO] - [E:122| 1100]: Train Loss:0.0010984, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:45:07,409 - testrun_d2ab6391 - [INFO] - [E:122| 1200]: Train Loss:0.0010984, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:46:11,059 - testrun_d2ab6391 - [INFO] - [E:122| 1300]: Train Loss:0.0010986, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:47:14,734 - testrun_d2ab6391 - [INFO] - [E:122| 1400]: Train Loss:0.0010991, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:48:18,421 - testrun_d2ab6391 - [INFO] - [E:122| 1500]: Train Loss:0.0010989, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:49:22,086 - testrun_d2ab6391 - [INFO] - [E:122| 1600]: Train Loss:0.0010993, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:50:03,710 - testrun_d2ab6391 - [INFO] - [Epoch:122]: Training Loss:0.001099 + +2023-06-03 02:50:03,981 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 02:50:25,515 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 02:50:38,012 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 02:50:59,770 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 02:51:12,150 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.47044, Head : 0.31009, Avg : 0.39026 + +2023-06-03 02:51:12,210 - testrun_d2ab6391 - [INFO] - [Epoch 122]: Training Loss: 0.0010992, Valid MRR: 0.39218, + + + +2023-06-03 02:51:12,922 - testrun_d2ab6391 - [INFO] - [E:123| 0]: Train Loss:0.0010631, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:52:16,549 - testrun_d2ab6391 - [INFO] - [E:123| 100]: Train Loss:0.0011018, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:53:20,164 - testrun_d2ab6391 - [INFO] - [E:123| 200]: Train Loss:0.0010973, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:54:23,755 - testrun_d2ab6391 - [INFO] - [E:123| 300]: Train Loss:0.0010987, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:55:27,430 - testrun_d2ab6391 - [INFO] - [E:123| 400]: Train Loss:0.0010979, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:56:31,039 - testrun_d2ab6391 - [INFO] - [E:123| 500]: Train Loss:0.0010981, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:57:34,677 - testrun_d2ab6391 - [INFO] - [E:123| 600]: Train Loss:0.0010974, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:58:38,270 - testrun_d2ab6391 - [INFO] - [E:123| 700]: Train Loss:0.0010968, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 02:59:41,850 - testrun_d2ab6391 - [INFO] - [E:123| 800]: Train Loss:0.001097, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 03:00:45,415 - testrun_d2ab6391 - [INFO] - [E:123| 900]: Train Loss:0.0010978, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 03:01:48,947 - testrun_d2ab6391 - [INFO] - [E:123| 1000]: Train Loss:0.0010977, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 03:02:52,445 - testrun_d2ab6391 - [INFO] - [E:123| 1100]: Train Loss:0.0010983, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 03:03:56,009 - testrun_d2ab6391 - [INFO] - [E:123| 1200]: Train Loss:0.0010983, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 03:04:59,626 - testrun_d2ab6391 - [INFO] - [E:123| 1300]: Train Loss:0.0010979, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 03:06:03,238 - testrun_d2ab6391 - [INFO] - [E:123| 1400]: Train Loss:0.0010977, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 03:07:06,860 - testrun_d2ab6391 - [INFO] - [E:123| 1500]: Train Loss:0.0010977, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 03:08:10,423 - testrun_d2ab6391 - [INFO] - [E:123| 1600]: Train Loss:0.0010976, Val MRR:0.39218, testrun_d2ab6391 +2023-06-03 03:08:52,008 - testrun_d2ab6391 - [INFO] - [Epoch:123]: Training Loss:0.001098 + +2023-06-03 03:08:52,276 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 03:09:13,804 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 03:09:26,298 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 03:09:47,940 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 03:10:00,326 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.47355, Head : 0.31484, Avg : 0.3942 + +2023-06-03 03:10:04,348 - testrun_d2ab6391 - [INFO] - [Epoch 123]: Training Loss: 0.0010979, Valid MRR: 0.3942, + + + +2023-06-03 03:10:05,112 - testrun_d2ab6391 - [INFO] - [E:124| 0]: Train Loss:0.0010532, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:11:08,625 - testrun_d2ab6391 - [INFO] - [E:124| 100]: Train Loss:0.0010946, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:12:12,183 - testrun_d2ab6391 - [INFO] - [E:124| 200]: Train Loss:0.0010969, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:13:15,740 - testrun_d2ab6391 - [INFO] - [E:124| 300]: Train Loss:0.0010969, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:14:19,348 - testrun_d2ab6391 - [INFO] - [E:124| 400]: Train Loss:0.0010937, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:15:22,898 - testrun_d2ab6391 - [INFO] - [E:124| 500]: Train Loss:0.0010946, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:16:26,467 - testrun_d2ab6391 - [INFO] - [E:124| 600]: Train Loss:0.001096, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:17:30,127 - testrun_d2ab6391 - [INFO] - [E:124| 700]: Train Loss:0.0010963, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:18:33,643 - testrun_d2ab6391 - [INFO] - [E:124| 800]: Train Loss:0.001096, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:19:37,227 - testrun_d2ab6391 - [INFO] - [E:124| 900]: Train Loss:0.0010966, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:20:40,822 - testrun_d2ab6391 - [INFO] - [E:124| 1000]: Train Loss:0.0010962, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:21:44,439 - testrun_d2ab6391 - [INFO] - [E:124| 1100]: Train Loss:0.0010968, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:22:48,053 - testrun_d2ab6391 - [INFO] - [E:124| 1200]: Train Loss:0.0010975, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:23:51,617 - testrun_d2ab6391 - [INFO] - [E:124| 1300]: Train Loss:0.0010969, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:24:55,260 - testrun_d2ab6391 - [INFO] - [E:124| 1400]: Train Loss:0.0010968, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:25:58,912 - testrun_d2ab6391 - [INFO] - [E:124| 1500]: Train Loss:0.001097, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:27:02,562 - testrun_d2ab6391 - [INFO] - [E:124| 1600]: Train Loss:0.0010966, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:27:44,136 - testrun_d2ab6391 - [INFO] - [Epoch:124]: Training Loss:0.001096 + +2023-06-03 03:27:44,404 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 03:28:05,911 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 03:28:18,394 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 03:28:40,075 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 03:28:52,442 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.4708, Head : 0.31058, Avg : 0.39069 + +2023-06-03 03:28:52,495 - testrun_d2ab6391 - [INFO] - [Epoch 124]: Training Loss: 0.0010964, Valid MRR: 0.3942, + + + +2023-06-03 03:28:53,243 - testrun_d2ab6391 - [INFO] - [E:125| 0]: Train Loss:0.0011048, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:29:56,895 - testrun_d2ab6391 - [INFO] - [E:125| 100]: Train Loss:0.001097, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:31:00,459 - testrun_d2ab6391 - [INFO] - [E:125| 200]: Train Loss:0.0010951, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:32:04,074 - testrun_d2ab6391 - [INFO] - [E:125| 300]: Train Loss:0.0010936, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:33:07,719 - testrun_d2ab6391 - [INFO] - [E:125| 400]: Train Loss:0.001094, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:34:11,325 - testrun_d2ab6391 - [INFO] - [E:125| 500]: Train Loss:0.0010928, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:35:14,950 - testrun_d2ab6391 - [INFO] - [E:125| 600]: Train Loss:0.0010934, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:36:18,507 - testrun_d2ab6391 - [INFO] - [E:125| 700]: Train Loss:0.0010941, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:37:22,095 - testrun_d2ab6391 - [INFO] - [E:125| 800]: Train Loss:0.0010944, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:38:25,669 - testrun_d2ab6391 - [INFO] - [E:125| 900]: Train Loss:0.0010948, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:39:29,288 - testrun_d2ab6391 - [INFO] - [E:125| 1000]: Train Loss:0.001095, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:40:32,848 - testrun_d2ab6391 - [INFO] - [E:125| 1100]: Train Loss:0.0010955, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:41:36,424 - testrun_d2ab6391 - [INFO] - [E:125| 1200]: Train Loss:0.0010951, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:42:40,018 - testrun_d2ab6391 - [INFO] - [E:125| 1300]: Train Loss:0.0010951, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:43:43,638 - testrun_d2ab6391 - [INFO] - [E:125| 1400]: Train Loss:0.001095, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:44:47,240 - testrun_d2ab6391 - [INFO] - [E:125| 1500]: Train Loss:0.001095, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:45:50,893 - testrun_d2ab6391 - [INFO] - [E:125| 1600]: Train Loss:0.0010949, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:46:32,476 - testrun_d2ab6391 - [INFO] - [Epoch:125]: Training Loss:0.001095 + +2023-06-03 03:46:32,741 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 03:46:54,264 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 03:47:06,756 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 03:47:28,446 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 03:47:40,782 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.46637, Head : 0.31572, Avg : 0.39104 + +2023-06-03 03:47:40,833 - testrun_d2ab6391 - [INFO] - [Epoch 125]: Training Loss: 0.0010952, Valid MRR: 0.3942, + + + +2023-06-03 03:47:41,532 - testrun_d2ab6391 - [INFO] - [E:126| 0]: Train Loss:0.0010183, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:48:45,121 - testrun_d2ab6391 - [INFO] - [E:126| 100]: Train Loss:0.0010942, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:49:48,781 - testrun_d2ab6391 - [INFO] - [E:126| 200]: Train Loss:0.001094, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:50:52,426 - testrun_d2ab6391 - [INFO] - [E:126| 300]: Train Loss:0.0010955, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:51:56,044 - testrun_d2ab6391 - [INFO] - [E:126| 400]: Train Loss:0.0010949, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:52:59,660 - testrun_d2ab6391 - [INFO] - [E:126| 500]: Train Loss:0.0010945, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:54:03,221 - testrun_d2ab6391 - [INFO] - [E:126| 600]: Train Loss:0.0010934, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:55:06,824 - testrun_d2ab6391 - [INFO] - [E:126| 700]: Train Loss:0.001094, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:56:10,494 - testrun_d2ab6391 - [INFO] - [E:126| 800]: Train Loss:0.0010937, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:57:14,064 - testrun_d2ab6391 - [INFO] - [E:126| 900]: Train Loss:0.0010935, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:58:17,824 - testrun_d2ab6391 - [INFO] - [E:126| 1000]: Train Loss:0.0010935, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 03:59:21,458 - testrun_d2ab6391 - [INFO] - [E:126| 1100]: Train Loss:0.0010934, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:00:25,144 - testrun_d2ab6391 - [INFO] - [E:126| 1200]: Train Loss:0.0010934, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:01:28,749 - testrun_d2ab6391 - [INFO] - [E:126| 1300]: Train Loss:0.0010933, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:02:32,381 - testrun_d2ab6391 - [INFO] - [E:126| 1400]: Train Loss:0.0010937, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:03:35,991 - testrun_d2ab6391 - [INFO] - [E:126| 1500]: Train Loss:0.0010936, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:04:39,600 - testrun_d2ab6391 - [INFO] - [E:126| 1600]: Train Loss:0.0010938, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:05:21,185 - testrun_d2ab6391 - [INFO] - [Epoch:126]: Training Loss:0.001094 + +2023-06-03 04:05:21,478 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 04:05:42,977 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 04:05:55,443 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 04:06:17,100 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 04:06:29,488 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.47101, Head : 0.30501, Avg : 0.38801 + +2023-06-03 04:06:29,538 - testrun_d2ab6391 - [INFO] - [Epoch 126]: Training Loss: 0.0010938, Valid MRR: 0.3942, + + + +2023-06-03 04:06:30,242 - testrun_d2ab6391 - [INFO] - [E:127| 0]: Train Loss:0.0011454, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:07:33,904 - testrun_d2ab6391 - [INFO] - [E:127| 100]: Train Loss:0.0010869, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:08:37,522 - testrun_d2ab6391 - [INFO] - [E:127| 200]: Train Loss:0.0010924, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:09:41,130 - testrun_d2ab6391 - [INFO] - [E:127| 300]: Train Loss:0.0010948, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:10:44,793 - testrun_d2ab6391 - [INFO] - [E:127| 400]: Train Loss:0.0010939, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:11:48,438 - testrun_d2ab6391 - [INFO] - [E:127| 500]: Train Loss:0.0010933, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:12:52,050 - testrun_d2ab6391 - [INFO] - [E:127| 600]: Train Loss:0.0010929, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:13:55,645 - testrun_d2ab6391 - [INFO] - [E:127| 700]: Train Loss:0.0010925, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:14:59,238 - testrun_d2ab6391 - [INFO] - [E:127| 800]: Train Loss:0.0010924, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:16:02,793 - testrun_d2ab6391 - [INFO] - [E:127| 900]: Train Loss:0.0010925, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:17:06,408 - testrun_d2ab6391 - [INFO] - [E:127| 1000]: Train Loss:0.0010925, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:18:09,970 - testrun_d2ab6391 - [INFO] - [E:127| 1100]: Train Loss:0.0010924, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:19:13,626 - testrun_d2ab6391 - [INFO] - [E:127| 1200]: Train Loss:0.0010926, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:20:17,252 - testrun_d2ab6391 - [INFO] - [E:127| 1300]: Train Loss:0.0010923, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:21:20,911 - testrun_d2ab6391 - [INFO] - [E:127| 1400]: Train Loss:0.0010926, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:22:24,552 - testrun_d2ab6391 - [INFO] - [E:127| 1500]: Train Loss:0.0010927, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:23:28,216 - testrun_d2ab6391 - [INFO] - [E:127| 1600]: Train Loss:0.0010927, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:24:09,769 - testrun_d2ab6391 - [INFO] - [Epoch:127]: Training Loss:0.001093 + +2023-06-03 04:24:10,037 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 04:24:31,510 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 04:24:43,968 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 04:25:05,648 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 04:25:18,032 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.47064, Head : 0.31659, Avg : 0.39362 + +2023-06-03 04:25:18,083 - testrun_d2ab6391 - [INFO] - [Epoch 127]: Training Loss: 0.0010926, Valid MRR: 0.3942, + + + +2023-06-03 04:25:18,781 - testrun_d2ab6391 - [INFO] - [E:128| 0]: Train Loss:0.0010517, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:26:22,360 - testrun_d2ab6391 - [INFO] - [E:128| 100]: Train Loss:0.0010893, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:27:25,975 - testrun_d2ab6391 - [INFO] - [E:128| 200]: Train Loss:0.001094, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:28:29,643 - testrun_d2ab6391 - [INFO] - [E:128| 300]: Train Loss:0.0010921, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:29:33,259 - testrun_d2ab6391 - [INFO] - [E:128| 400]: Train Loss:0.0010924, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:30:36,897 - testrun_d2ab6391 - [INFO] - [E:128| 500]: Train Loss:0.0010934, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:31:40,548 - testrun_d2ab6391 - [INFO] - [E:128| 600]: Train Loss:0.001093, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:32:44,185 - testrun_d2ab6391 - [INFO] - [E:128| 700]: Train Loss:0.0010926, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:33:47,826 - testrun_d2ab6391 - [INFO] - [E:128| 800]: Train Loss:0.0010924, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:34:51,466 - testrun_d2ab6391 - [INFO] - [E:128| 900]: Train Loss:0.0010915, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:35:55,043 - testrun_d2ab6391 - [INFO] - [E:128| 1000]: Train Loss:0.0010923, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:36:58,661 - testrun_d2ab6391 - [INFO] - [E:128| 1100]: Train Loss:0.0010922, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:38:02,309 - testrun_d2ab6391 - [INFO] - [E:128| 1200]: Train Loss:0.0010921, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:39:05,878 - testrun_d2ab6391 - [INFO] - [E:128| 1300]: Train Loss:0.0010916, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:40:09,481 - testrun_d2ab6391 - [INFO] - [E:128| 1400]: Train Loss:0.0010914, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:41:13,091 - testrun_d2ab6391 - [INFO] - [E:128| 1500]: Train Loss:0.0010913, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:42:16,706 - testrun_d2ab6391 - [INFO] - [E:128| 1600]: Train Loss:0.0010911, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:42:58,330 - testrun_d2ab6391 - [INFO] - [Epoch:128]: Training Loss:0.001091 + +2023-06-03 04:42:58,599 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 04:43:20,108 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 04:43:32,604 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 04:43:54,262 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 04:44:06,600 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.47243, Head : 0.30613, Avg : 0.38928 + +2023-06-03 04:44:06,649 - testrun_d2ab6391 - [INFO] - [Epoch 128]: Training Loss: 0.001091, Valid MRR: 0.3942, + + + +2023-06-03 04:44:07,345 - testrun_d2ab6391 - [INFO] - [E:129| 0]: Train Loss:0.0010999, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:45:10,998 - testrun_d2ab6391 - [INFO] - [E:129| 100]: Train Loss:0.0010859, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:46:14,632 - testrun_d2ab6391 - [INFO] - [E:129| 200]: Train Loss:0.0010871, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:47:18,210 - testrun_d2ab6391 - [INFO] - [E:129| 300]: Train Loss:0.0010874, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:48:21,813 - testrun_d2ab6391 - [INFO] - [E:129| 400]: Train Loss:0.0010886, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:49:25,412 - testrun_d2ab6391 - [INFO] - [E:129| 500]: Train Loss:0.0010884, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:50:29,064 - testrun_d2ab6391 - [INFO] - [E:129| 600]: Train Loss:0.001089, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:51:32,691 - testrun_d2ab6391 - [INFO] - [E:129| 700]: Train Loss:0.0010897, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:52:36,388 - testrun_d2ab6391 - [INFO] - [E:129| 800]: Train Loss:0.0010904, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:53:40,086 - testrun_d2ab6391 - [INFO] - [E:129| 900]: Train Loss:0.0010901, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:54:43,812 - testrun_d2ab6391 - [INFO] - [E:129| 1000]: Train Loss:0.0010898, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:55:47,501 - testrun_d2ab6391 - [INFO] - [E:129| 1100]: Train Loss:0.0010902, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:56:51,192 - testrun_d2ab6391 - [INFO] - [E:129| 1200]: Train Loss:0.0010904, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:57:54,892 - testrun_d2ab6391 - [INFO] - [E:129| 1300]: Train Loss:0.0010908, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 04:58:58,611 - testrun_d2ab6391 - [INFO] - [E:129| 1400]: Train Loss:0.0010902, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:00:02,325 - testrun_d2ab6391 - [INFO] - [E:129| 1500]: Train Loss:0.0010901, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:01:06,014 - testrun_d2ab6391 - [INFO] - [E:129| 1600]: Train Loss:0.0010899, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:01:47,702 - testrun_d2ab6391 - [INFO] - [Epoch:129]: Training Loss:0.00109 + +2023-06-03 05:01:47,970 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 05:02:09,514 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 05:02:22,016 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 05:02:43,751 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 05:02:56,146 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.47385, Head : 0.31176, Avg : 0.39281 + MR: Tail : 278.27, Head : 507.61, Avg : 392.94 + Hit-1: Tail : 0.37317, Head : 0.21828, Avg : 0.29572 + Hit-3: Tail : 0.5389, Head : 0.35496, Avg : 0.44693 + Hit-10: Tail : 0.64484, Head : 0.49312, Avg : 0.56898 +2023-06-03 05:02:56,204 - testrun_d2ab6391 - [INFO] - [Epoch 129]: Training Loss: 0.00109, Valid MRR: 0.3942, + + + +2023-06-03 05:02:56,913 - testrun_d2ab6391 - [INFO] - [E:130| 0]: Train Loss:0.0010531, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:04:00,674 - testrun_d2ab6391 - [INFO] - [E:130| 100]: Train Loss:0.0010922, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:05:04,380 - testrun_d2ab6391 - [INFO] - [E:130| 200]: Train Loss:0.0010906, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:06:08,064 - testrun_d2ab6391 - [INFO] - [E:130| 300]: Train Loss:0.0010933, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:07:11,648 - testrun_d2ab6391 - [INFO] - [E:130| 400]: Train Loss:0.0010917, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:08:15,261 - testrun_d2ab6391 - [INFO] - [E:130| 500]: Train Loss:0.0010906, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:09:18,884 - testrun_d2ab6391 - [INFO] - [E:130| 600]: Train Loss:0.0010905, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:10:22,533 - testrun_d2ab6391 - [INFO] - [E:130| 700]: Train Loss:0.0010904, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:11:26,079 - testrun_d2ab6391 - [INFO] - [E:130| 800]: Train Loss:0.0010895, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:12:29,703 - testrun_d2ab6391 - [INFO] - [E:130| 900]: Train Loss:0.0010895, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:13:33,314 - testrun_d2ab6391 - [INFO] - [E:130| 1000]: Train Loss:0.0010883, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:14:36,900 - testrun_d2ab6391 - [INFO] - [E:130| 1100]: Train Loss:0.001088, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:15:40,444 - testrun_d2ab6391 - [INFO] - [E:130| 1200]: Train Loss:0.0010879, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:16:44,044 - testrun_d2ab6391 - [INFO] - [E:130| 1300]: Train Loss:0.001088, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:17:47,617 - testrun_d2ab6391 - [INFO] - [E:130| 1400]: Train Loss:0.0010885, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:18:51,208 - testrun_d2ab6391 - [INFO] - [E:130| 1500]: Train Loss:0.0010882, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:19:54,801 - testrun_d2ab6391 - [INFO] - [E:130| 1600]: Train Loss:0.0010886, Val MRR:0.3942, testrun_d2ab6391 +2023-06-03 05:20:36,392 - testrun_d2ab6391 - [INFO] - [Epoch:130]: Training Loss:0.001089 + +2023-06-03 05:20:36,662 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 05:20:58,169 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 05:21:10,634 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 05:21:32,302 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 05:21:44,655 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.47183, Head : 0.318, Avg : 0.39491 + +2023-06-03 05:21:48,537 - testrun_d2ab6391 - [INFO] - [Epoch 130]: Training Loss: 0.0010889, Valid MRR: 0.39491, + + + +2023-06-03 05:21:49,244 - testrun_d2ab6391 - [INFO] - [E:131| 0]: Train Loss:0.0011061, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:22:52,806 - testrun_d2ab6391 - [INFO] - [E:131| 100]: Train Loss:0.0010914, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:23:56,372 - testrun_d2ab6391 - [INFO] - [E:131| 200]: Train Loss:0.001088, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:24:59,973 - testrun_d2ab6391 - [INFO] - [E:131| 300]: Train Loss:0.0010876, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:26:03,573 - testrun_d2ab6391 - [INFO] - [E:131| 400]: Train Loss:0.0010869, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:27:07,169 - testrun_d2ab6391 - [INFO] - [E:131| 500]: Train Loss:0.0010874, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:28:10,763 - testrun_d2ab6391 - [INFO] - [E:131| 600]: Train Loss:0.0010881, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:29:14,352 - testrun_d2ab6391 - [INFO] - [E:131| 700]: Train Loss:0.0010873, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:30:17,951 - testrun_d2ab6391 - [INFO] - [E:131| 800]: Train Loss:0.0010874, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:31:21,575 - testrun_d2ab6391 - [INFO] - [E:131| 900]: Train Loss:0.0010874, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:32:25,145 - testrun_d2ab6391 - [INFO] - [E:131| 1000]: Train Loss:0.0010874, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:33:28,671 - testrun_d2ab6391 - [INFO] - [E:131| 1100]: Train Loss:0.0010869, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:34:32,224 - testrun_d2ab6391 - [INFO] - [E:131| 1200]: Train Loss:0.0010869, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:35:35,801 - testrun_d2ab6391 - [INFO] - [E:131| 1300]: Train Loss:0.0010866, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:36:39,377 - testrun_d2ab6391 - [INFO] - [E:131| 1400]: Train Loss:0.001087, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:37:42,943 - testrun_d2ab6391 - [INFO] - [E:131| 1500]: Train Loss:0.0010871, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:38:46,520 - testrun_d2ab6391 - [INFO] - [E:131| 1600]: Train Loss:0.0010875, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:39:28,067 - testrun_d2ab6391 - [INFO] - [Epoch:131]: Training Loss:0.001088 + +2023-06-03 05:39:28,335 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 05:39:49,815 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 05:40:02,287 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 05:40:23,932 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 05:40:36,289 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.47274, Head : 0.30763, Avg : 0.39018 + +2023-06-03 05:40:36,352 - testrun_d2ab6391 - [INFO] - [Epoch 131]: Training Loss: 0.0010875, Valid MRR: 0.39491, + + + +2023-06-03 05:40:37,065 - testrun_d2ab6391 - [INFO] - [E:132| 0]: Train Loss:0.0010734, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:41:40,646 - testrun_d2ab6391 - [INFO] - [E:132| 100]: Train Loss:0.0010834, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:42:44,201 - testrun_d2ab6391 - [INFO] - [E:132| 200]: Train Loss:0.001086, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:43:47,743 - testrun_d2ab6391 - [INFO] - [E:132| 300]: Train Loss:0.0010859, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:44:51,323 - testrun_d2ab6391 - [INFO] - [E:132| 400]: Train Loss:0.0010863, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:45:54,847 - testrun_d2ab6391 - [INFO] - [E:132| 500]: Train Loss:0.0010854, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:46:58,358 - testrun_d2ab6391 - [INFO] - [E:132| 600]: Train Loss:0.0010854, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:48:01,993 - testrun_d2ab6391 - [INFO] - [E:132| 700]: Train Loss:0.0010856, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:49:05,645 - testrun_d2ab6391 - [INFO] - [E:132| 800]: Train Loss:0.0010851, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:50:09,221 - testrun_d2ab6391 - [INFO] - [E:132| 900]: Train Loss:0.0010855, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:51:12,792 - testrun_d2ab6391 - [INFO] - [E:132| 1000]: Train Loss:0.0010855, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:52:16,334 - testrun_d2ab6391 - [INFO] - [E:132| 1100]: Train Loss:0.0010853, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:53:19,873 - testrun_d2ab6391 - [INFO] - [E:132| 1200]: Train Loss:0.0010851, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:54:23,398 - testrun_d2ab6391 - [INFO] - [E:132| 1300]: Train Loss:0.0010854, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:55:26,929 - testrun_d2ab6391 - [INFO] - [E:132| 1400]: Train Loss:0.0010856, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:56:30,497 - testrun_d2ab6391 - [INFO] - [E:132| 1500]: Train Loss:0.0010859, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:57:34,065 - testrun_d2ab6391 - [INFO] - [E:132| 1600]: Train Loss:0.0010863, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 05:58:15,618 - testrun_d2ab6391 - [INFO] - [Epoch:132]: Training Loss:0.001086 + +2023-06-03 05:58:15,887 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 05:58:37,365 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 05:58:49,826 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 05:59:11,463 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 05:59:23,794 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.47397, Head : 0.31196, Avg : 0.39297 + +2023-06-03 05:59:23,844 - testrun_d2ab6391 - [INFO] - [Epoch 132]: Training Loss: 0.0010861, Valid MRR: 0.39491, + + + +2023-06-03 05:59:24,545 - testrun_d2ab6391 - [INFO] - [E:133| 0]: Train Loss:0.0010382, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:00:28,050 - testrun_d2ab6391 - [INFO] - [E:133| 100]: Train Loss:0.0010851, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:01:31,644 - testrun_d2ab6391 - [INFO] - [E:133| 200]: Train Loss:0.0010852, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:02:35,260 - testrun_d2ab6391 - [INFO] - [E:133| 300]: Train Loss:0.0010846, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:03:38,774 - testrun_d2ab6391 - [INFO] - [E:133| 400]: Train Loss:0.0010844, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:04:42,288 - testrun_d2ab6391 - [INFO] - [E:133| 500]: Train Loss:0.0010846, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:05:45,881 - testrun_d2ab6391 - [INFO] - [E:133| 600]: Train Loss:0.0010847, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:06:49,467 - testrun_d2ab6391 - [INFO] - [E:133| 700]: Train Loss:0.001085, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:07:53,026 - testrun_d2ab6391 - [INFO] - [E:133| 800]: Train Loss:0.0010855, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:08:56,636 - testrun_d2ab6391 - [INFO] - [E:133| 900]: Train Loss:0.001085, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:10:00,185 - testrun_d2ab6391 - [INFO] - [E:133| 1000]: Train Loss:0.001085, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:11:03,671 - testrun_d2ab6391 - [INFO] - [E:133| 1100]: Train Loss:0.0010851, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:12:07,232 - testrun_d2ab6391 - [INFO] - [E:133| 1200]: Train Loss:0.0010853, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:13:10,801 - testrun_d2ab6391 - [INFO] - [E:133| 1300]: Train Loss:0.001085, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:14:14,313 - testrun_d2ab6391 - [INFO] - [E:133| 1400]: Train Loss:0.0010856, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:15:17,885 - testrun_d2ab6391 - [INFO] - [E:133| 1500]: Train Loss:0.0010852, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:16:21,385 - testrun_d2ab6391 - [INFO] - [E:133| 1600]: Train Loss:0.0010849, Val MRR:0.39491, testrun_d2ab6391 +2023-06-03 06:17:02,963 - testrun_d2ab6391 - [INFO] - [Epoch:133]: Training Loss:0.001085 + +2023-06-03 06:17:03,230 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 06:17:24,717 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 06:17:37,171 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 06:17:58,805 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 06:18:11,143 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.47511, Head : 0.317, Avg : 0.39605 + +2023-06-03 06:18:14,727 - testrun_d2ab6391 - [INFO] - [Epoch 133]: Training Loss: 0.0010851, Valid MRR: 0.39605, + + + +2023-06-03 06:18:15,440 - testrun_d2ab6391 - [INFO] - [E:134| 0]: Train Loss:0.0011126, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:19:18,989 - testrun_d2ab6391 - [INFO] - [E:134| 100]: Train Loss:0.0010836, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:20:22,552 - testrun_d2ab6391 - [INFO] - [E:134| 200]: Train Loss:0.0010843, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:21:26,049 - testrun_d2ab6391 - [INFO] - [E:134| 300]: Train Loss:0.0010861, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:22:29,592 - testrun_d2ab6391 - [INFO] - [E:134| 400]: Train Loss:0.0010851, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:23:33,079 - testrun_d2ab6391 - [INFO] - [E:134| 500]: Train Loss:0.0010838, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:24:36,564 - testrun_d2ab6391 - [INFO] - [E:134| 600]: Train Loss:0.0010843, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:25:40,071 - testrun_d2ab6391 - [INFO] - [E:134| 700]: Train Loss:0.0010836, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:26:43,602 - testrun_d2ab6391 - [INFO] - [E:134| 800]: Train Loss:0.0010831, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:27:47,091 - testrun_d2ab6391 - [INFO] - [E:134| 900]: Train Loss:0.001084, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:28:50,581 - testrun_d2ab6391 - [INFO] - [E:134| 1000]: Train Loss:0.0010839, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:29:54,117 - testrun_d2ab6391 - [INFO] - [E:134| 1100]: Train Loss:0.0010838, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:30:57,634 - testrun_d2ab6391 - [INFO] - [E:134| 1200]: Train Loss:0.0010837, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:32:01,195 - testrun_d2ab6391 - [INFO] - [E:134| 1300]: Train Loss:0.0010837, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:33:04,726 - testrun_d2ab6391 - [INFO] - [E:134| 1400]: Train Loss:0.001084, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:34:08,242 - testrun_d2ab6391 - [INFO] - [E:134| 1500]: Train Loss:0.0010841, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:35:11,758 - testrun_d2ab6391 - [INFO] - [E:134| 1600]: Train Loss:0.0010842, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:35:53,295 - testrun_d2ab6391 - [INFO] - [Epoch:134]: Training Loss:0.001084 + +2023-06-03 06:35:53,563 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 06:36:15,054 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 06:36:27,513 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 06:36:49,137 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 06:37:01,450 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.47194, Head : 0.30666, Avg : 0.3893 + +2023-06-03 06:37:01,502 - testrun_d2ab6391 - [INFO] - [Epoch 134]: Training Loss: 0.0010841, Valid MRR: 0.39605, + + + +2023-06-03 06:37:02,206 - testrun_d2ab6391 - [INFO] - [E:135| 0]: Train Loss:0.0010736, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:38:05,780 - testrun_d2ab6391 - [INFO] - [E:135| 100]: Train Loss:0.0010831, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:39:09,301 - testrun_d2ab6391 - [INFO] - [E:135| 200]: Train Loss:0.0010808, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:40:12,804 - testrun_d2ab6391 - [INFO] - [E:135| 300]: Train Loss:0.0010813, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:41:16,332 - testrun_d2ab6391 - [INFO] - [E:135| 400]: Train Loss:0.0010816, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:42:19,841 - testrun_d2ab6391 - [INFO] - [E:135| 500]: Train Loss:0.0010811, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:43:23,281 - testrun_d2ab6391 - [INFO] - [E:135| 600]: Train Loss:0.001081, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:44:26,818 - testrun_d2ab6391 - [INFO] - [E:135| 700]: Train Loss:0.0010804, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:45:30,306 - testrun_d2ab6391 - [INFO] - [E:135| 800]: Train Loss:0.0010812, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:46:33,750 - testrun_d2ab6391 - [INFO] - [E:135| 900]: Train Loss:0.0010815, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:47:37,235 - testrun_d2ab6391 - [INFO] - [E:135| 1000]: Train Loss:0.0010817, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:48:40,796 - testrun_d2ab6391 - [INFO] - [E:135| 1100]: Train Loss:0.0010817, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:49:44,375 - testrun_d2ab6391 - [INFO] - [E:135| 1200]: Train Loss:0.0010821, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:50:47,818 - testrun_d2ab6391 - [INFO] - [E:135| 1300]: Train Loss:0.0010827, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:51:51,418 - testrun_d2ab6391 - [INFO] - [E:135| 1400]: Train Loss:0.0010828, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:52:54,893 - testrun_d2ab6391 - [INFO] - [E:135| 1500]: Train Loss:0.0010827, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:53:58,367 - testrun_d2ab6391 - [INFO] - [E:135| 1600]: Train Loss:0.0010829, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:54:39,892 - testrun_d2ab6391 - [INFO] - [Epoch:135]: Training Loss:0.001083 + +2023-06-03 06:54:40,161 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 06:55:01,670 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 06:55:14,143 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 06:55:35,799 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 06:55:48,162 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.47091, Head : 0.30677, Avg : 0.38884 + +2023-06-03 06:55:48,214 - testrun_d2ab6391 - [INFO] - [Epoch 135]: Training Loss: 0.0010829, Valid MRR: 0.39605, + + + +2023-06-03 06:55:48,913 - testrun_d2ab6391 - [INFO] - [E:136| 0]: Train Loss:0.0010788, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:56:52,421 - testrun_d2ab6391 - [INFO] - [E:136| 100]: Train Loss:0.0010839, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:57:55,963 - testrun_d2ab6391 - [INFO] - [E:136| 200]: Train Loss:0.0010839, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 06:58:59,471 - testrun_d2ab6391 - [INFO] - [E:136| 300]: Train Loss:0.001081, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:00:03,006 - testrun_d2ab6391 - [INFO] - [E:136| 400]: Train Loss:0.0010805, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:01:06,547 - testrun_d2ab6391 - [INFO] - [E:136| 500]: Train Loss:0.0010801, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:02:10,037 - testrun_d2ab6391 - [INFO] - [E:136| 600]: Train Loss:0.0010807, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:03:13,546 - testrun_d2ab6391 - [INFO] - [E:136| 700]: Train Loss:0.0010816, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:04:17,111 - testrun_d2ab6391 - [INFO] - [E:136| 800]: Train Loss:0.0010819, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:05:20,721 - testrun_d2ab6391 - [INFO] - [E:136| 900]: Train Loss:0.0010826, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:06:24,356 - testrun_d2ab6391 - [INFO] - [E:136| 1000]: Train Loss:0.0010823, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:07:28,007 - testrun_d2ab6391 - [INFO] - [E:136| 1100]: Train Loss:0.0010825, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:08:31,653 - testrun_d2ab6391 - [INFO] - [E:136| 1200]: Train Loss:0.0010826, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:09:35,223 - testrun_d2ab6391 - [INFO] - [E:136| 1300]: Train Loss:0.0010818, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:10:38,797 - testrun_d2ab6391 - [INFO] - [E:136| 1400]: Train Loss:0.0010814, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:11:42,426 - testrun_d2ab6391 - [INFO] - [E:136| 1500]: Train Loss:0.0010814, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:12:46,055 - testrun_d2ab6391 - [INFO] - [E:136| 1600]: Train Loss:0.0010816, Val MRR:0.39605, testrun_d2ab6391 +2023-06-03 07:13:27,607 - testrun_d2ab6391 - [INFO] - [Epoch:136]: Training Loss:0.001081 + +2023-06-03 07:13:27,892 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 07:13:49,452 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 07:14:01,952 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 07:14:23,680 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 07:14:36,044 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.47353, Head : 0.32058, Avg : 0.39706 + +2023-06-03 07:14:40,185 - testrun_d2ab6391 - [INFO] - [Epoch 136]: Training Loss: 0.0010814, Valid MRR: 0.39706, + + + +2023-06-03 07:14:40,899 - testrun_d2ab6391 - [INFO] - [E:137| 0]: Train Loss:0.0010951, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:15:44,547 - testrun_d2ab6391 - [INFO] - [E:137| 100]: Train Loss:0.0010771, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:16:48,169 - testrun_d2ab6391 - [INFO] - [E:137| 200]: Train Loss:0.0010793, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:17:51,674 - testrun_d2ab6391 - [INFO] - [E:137| 300]: Train Loss:0.0010805, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:18:55,147 - testrun_d2ab6391 - [INFO] - [E:137| 400]: Train Loss:0.0010817, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:19:58,674 - testrun_d2ab6391 - [INFO] - [E:137| 500]: Train Loss:0.0010818, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:21:02,199 - testrun_d2ab6391 - [INFO] - [E:137| 600]: Train Loss:0.0010808, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:22:05,733 - testrun_d2ab6391 - [INFO] - [E:137| 700]: Train Loss:0.0010812, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:23:09,225 - testrun_d2ab6391 - [INFO] - [E:137| 800]: Train Loss:0.0010805, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:24:12,745 - testrun_d2ab6391 - [INFO] - [E:137| 900]: Train Loss:0.00108, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:25:16,261 - testrun_d2ab6391 - [INFO] - [E:137| 1000]: Train Loss:0.0010806, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:26:19,744 - testrun_d2ab6391 - [INFO] - [E:137| 1100]: Train Loss:0.0010812, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:27:23,218 - testrun_d2ab6391 - [INFO] - [E:137| 1200]: Train Loss:0.0010807, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:28:26,776 - testrun_d2ab6391 - [INFO] - [E:137| 1300]: Train Loss:0.0010814, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:29:30,341 - testrun_d2ab6391 - [INFO] - [E:137| 1400]: Train Loss:0.0010814, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:30:33,929 - testrun_d2ab6391 - [INFO] - [E:137| 1500]: Train Loss:0.0010812, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:31:37,442 - testrun_d2ab6391 - [INFO] - [E:137| 1600]: Train Loss:0.0010812, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:32:18,970 - testrun_d2ab6391 - [INFO] - [Epoch:137]: Training Loss:0.001081 + +2023-06-03 07:32:19,239 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 07:32:40,712 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 07:32:53,172 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 07:33:14,814 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 07:33:27,152 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.47533, Head : 0.309, Avg : 0.39217 + +2023-06-03 07:33:27,203 - testrun_d2ab6391 - [INFO] - [Epoch 137]: Training Loss: 0.0010808, Valid MRR: 0.39706, + + + +2023-06-03 07:33:27,903 - testrun_d2ab6391 - [INFO] - [E:138| 0]: Train Loss:0.0010613, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:34:31,476 - testrun_d2ab6391 - [INFO] - [E:138| 100]: Train Loss:0.0010774, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:35:35,034 - testrun_d2ab6391 - [INFO] - [E:138| 200]: Train Loss:0.0010764, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:36:38,614 - testrun_d2ab6391 - [INFO] - [E:138| 300]: Train Loss:0.0010772, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:37:42,145 - testrun_d2ab6391 - [INFO] - [E:138| 400]: Train Loss:0.0010786, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:38:45,722 - testrun_d2ab6391 - [INFO] - [E:138| 500]: Train Loss:0.0010789, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:39:49,309 - testrun_d2ab6391 - [INFO] - [E:138| 600]: Train Loss:0.0010794, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:40:52,850 - testrun_d2ab6391 - [INFO] - [E:138| 700]: Train Loss:0.0010798, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:41:56,401 - testrun_d2ab6391 - [INFO] - [E:138| 800]: Train Loss:0.0010798, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:42:59,893 - testrun_d2ab6391 - [INFO] - [E:138| 900]: Train Loss:0.0010796, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:44:03,378 - testrun_d2ab6391 - [INFO] - [E:138| 1000]: Train Loss:0.0010797, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:45:06,882 - testrun_d2ab6391 - [INFO] - [E:138| 1100]: Train Loss:0.0010798, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:46:10,345 - testrun_d2ab6391 - [INFO] - [E:138| 1200]: Train Loss:0.0010797, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:47:13,851 - testrun_d2ab6391 - [INFO] - [E:138| 1300]: Train Loss:0.0010797, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:48:17,391 - testrun_d2ab6391 - [INFO] - [E:138| 1400]: Train Loss:0.0010799, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:49:20,911 - testrun_d2ab6391 - [INFO] - [E:138| 1500]: Train Loss:0.0010799, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:50:24,359 - testrun_d2ab6391 - [INFO] - [E:138| 1600]: Train Loss:0.0010795, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:51:05,925 - testrun_d2ab6391 - [INFO] - [Epoch:138]: Training Loss:0.001079 + +2023-06-03 07:51:06,193 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 07:51:27,670 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 07:51:40,137 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 07:52:01,780 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 07:52:14,100 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.47608, Head : 0.31178, Avg : 0.39393 + +2023-06-03 07:52:14,150 - testrun_d2ab6391 - [INFO] - [Epoch 138]: Training Loss: 0.0010794, Valid MRR: 0.39706, + + + +2023-06-03 07:52:14,860 - testrun_d2ab6391 - [INFO] - [E:139| 0]: Train Loss:0.0010542, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:53:18,406 - testrun_d2ab6391 - [INFO] - [E:139| 100]: Train Loss:0.0010728, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:54:21,986 - testrun_d2ab6391 - [INFO] - [E:139| 200]: Train Loss:0.0010711, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:55:25,572 - testrun_d2ab6391 - [INFO] - [E:139| 300]: Train Loss:0.0010717, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:56:29,065 - testrun_d2ab6391 - [INFO] - [E:139| 400]: Train Loss:0.0010741, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:57:32,588 - testrun_d2ab6391 - [INFO] - [E:139| 500]: Train Loss:0.0010756, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:58:36,053 - testrun_d2ab6391 - [INFO] - [E:139| 600]: Train Loss:0.0010761, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 07:59:39,521 - testrun_d2ab6391 - [INFO] - [E:139| 700]: Train Loss:0.0010766, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:00:43,031 - testrun_d2ab6391 - [INFO] - [E:139| 800]: Train Loss:0.0010773, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:01:46,541 - testrun_d2ab6391 - [INFO] - [E:139| 900]: Train Loss:0.0010777, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:02:50,088 - testrun_d2ab6391 - [INFO] - [E:139| 1000]: Train Loss:0.0010775, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:03:53,572 - testrun_d2ab6391 - [INFO] - [E:139| 1100]: Train Loss:0.0010777, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:04:57,108 - testrun_d2ab6391 - [INFO] - [E:139| 1200]: Train Loss:0.0010785, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:06:00,614 - testrun_d2ab6391 - [INFO] - [E:139| 1300]: Train Loss:0.0010786, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:07:04,141 - testrun_d2ab6391 - [INFO] - [E:139| 1400]: Train Loss:0.001079, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:08:07,674 - testrun_d2ab6391 - [INFO] - [E:139| 1500]: Train Loss:0.0010785, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:09:11,144 - testrun_d2ab6391 - [INFO] - [E:139| 1600]: Train Loss:0.0010786, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:09:52,681 - testrun_d2ab6391 - [INFO] - [Epoch:139]: Training Loss:0.001078 + +2023-06-03 08:09:52,948 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 08:10:14,397 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 08:10:26,847 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 08:10:48,491 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 08:11:00,812 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.47386, Head : 0.31194, Avg : 0.3929 + MR: Tail : 280.6, Head : 504.88, Avg : 392.74 + Hit-1: Tail : 0.37099, Head : 0.22001, Avg : 0.2955 + Hit-3: Tail : 0.53761, Head : 0.35367, Avg : 0.44564 + Hit-10: Tail : 0.64945, Head : 0.48971, Avg : 0.56958 +2023-06-03 08:11:00,869 - testrun_d2ab6391 - [INFO] - [Epoch 139]: Training Loss: 0.0010784, Valid MRR: 0.39706, + + + +2023-06-03 08:11:01,567 - testrun_d2ab6391 - [INFO] - [E:140| 0]: Train Loss:0.0010983, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:12:05,094 - testrun_d2ab6391 - [INFO] - [E:140| 100]: Train Loss:0.0010722, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:13:08,650 - testrun_d2ab6391 - [INFO] - [E:140| 200]: Train Loss:0.0010766, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:14:12,218 - testrun_d2ab6391 - [INFO] - [E:140| 300]: Train Loss:0.001077, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:15:15,691 - testrun_d2ab6391 - [INFO] - [E:140| 400]: Train Loss:0.0010777, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:16:19,258 - testrun_d2ab6391 - [INFO] - [E:140| 500]: Train Loss:0.0010772, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:17:22,735 - testrun_d2ab6391 - [INFO] - [E:140| 600]: Train Loss:0.0010777, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:18:26,297 - testrun_d2ab6391 - [INFO] - [E:140| 700]: Train Loss:0.0010773, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:19:29,841 - testrun_d2ab6391 - [INFO] - [E:140| 800]: Train Loss:0.0010761, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:20:33,379 - testrun_d2ab6391 - [INFO] - [E:140| 900]: Train Loss:0.001076, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:21:36,996 - testrun_d2ab6391 - [INFO] - [E:140| 1000]: Train Loss:0.0010764, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:22:40,504 - testrun_d2ab6391 - [INFO] - [E:140| 1100]: Train Loss:0.0010764, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:23:43,998 - testrun_d2ab6391 - [INFO] - [E:140| 1200]: Train Loss:0.001077, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:24:47,561 - testrun_d2ab6391 - [INFO] - [E:140| 1300]: Train Loss:0.0010771, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:25:51,150 - testrun_d2ab6391 - [INFO] - [E:140| 1400]: Train Loss:0.0010772, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:26:54,693 - testrun_d2ab6391 - [INFO] - [E:140| 1500]: Train Loss:0.0010774, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:27:58,193 - testrun_d2ab6391 - [INFO] - [E:140| 1600]: Train Loss:0.0010773, Val MRR:0.39706, testrun_d2ab6391 +2023-06-03 08:28:39,714 - testrun_d2ab6391 - [INFO] - [Epoch:140]: Training Loss:0.001078 + +2023-06-03 08:28:39,981 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 08:29:01,446 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 08:29:13,894 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 08:29:35,563 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 08:29:47,913 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.47801, Head : 0.31914, Avg : 0.39857 + +2023-06-03 08:29:51,754 - testrun_d2ab6391 - [INFO] - [Epoch 140]: Training Loss: 0.0010776, Valid MRR: 0.39857, + + + +2023-06-03 08:29:52,494 - testrun_d2ab6391 - [INFO] - [E:141| 0]: Train Loss:0.0010774, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:30:56,004 - testrun_d2ab6391 - [INFO] - [E:141| 100]: Train Loss:0.001078, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:31:59,537 - testrun_d2ab6391 - [INFO] - [E:141| 200]: Train Loss:0.0010718, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:33:03,053 - testrun_d2ab6391 - [INFO] - [E:141| 300]: Train Loss:0.0010749, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:34:06,494 - testrun_d2ab6391 - [INFO] - [E:141| 400]: Train Loss:0.0010746, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:35:10,005 - testrun_d2ab6391 - [INFO] - [E:141| 500]: Train Loss:0.0010754, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:36:13,482 - testrun_d2ab6391 - [INFO] - [E:141| 600]: Train Loss:0.001076, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:37:17,074 - testrun_d2ab6391 - [INFO] - [E:141| 700]: Train Loss:0.0010762, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:38:20,610 - testrun_d2ab6391 - [INFO] - [E:141| 800]: Train Loss:0.0010765, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:39:24,135 - testrun_d2ab6391 - [INFO] - [E:141| 900]: Train Loss:0.0010759, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:40:27,605 - testrun_d2ab6391 - [INFO] - [E:141| 1000]: Train Loss:0.0010766, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:41:31,093 - testrun_d2ab6391 - [INFO] - [E:141| 1100]: Train Loss:0.0010765, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:42:34,608 - testrun_d2ab6391 - [INFO] - [E:141| 1200]: Train Loss:0.0010762, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:43:38,095 - testrun_d2ab6391 - [INFO] - [E:141| 1300]: Train Loss:0.0010761, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:44:41,630 - testrun_d2ab6391 - [INFO] - [E:141| 1400]: Train Loss:0.0010763, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:45:45,142 - testrun_d2ab6391 - [INFO] - [E:141| 1500]: Train Loss:0.0010763, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:46:48,649 - testrun_d2ab6391 - [INFO] - [E:141| 1600]: Train Loss:0.0010765, Val MRR:0.39857, testrun_d2ab6391 +2023-06-03 08:47:30,186 - testrun_d2ab6391 - [INFO] - [Epoch:141]: Training Loss:0.001077 + +2023-06-03 08:47:30,455 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 08:47:51,958 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 08:48:04,419 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 08:48:26,077 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 08:48:38,406 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.47518, Head : 0.32944, Avg : 0.40231 + +2023-06-03 08:48:42,084 - testrun_d2ab6391 - [INFO] - [Epoch 141]: Training Loss: 0.0010768, Valid MRR: 0.40231, + + + +2023-06-03 08:48:42,823 - testrun_d2ab6391 - [INFO] - [E:142| 0]: Train Loss:0.001104, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:49:46,280 - testrun_d2ab6391 - [INFO] - [E:142| 100]: Train Loss:0.0010728, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:50:49,756 - testrun_d2ab6391 - [INFO] - [E:142| 200]: Train Loss:0.0010717, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:51:53,258 - testrun_d2ab6391 - [INFO] - [E:142| 300]: Train Loss:0.0010715, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:52:56,738 - testrun_d2ab6391 - [INFO] - [E:142| 400]: Train Loss:0.0010724, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:54:00,240 - testrun_d2ab6391 - [INFO] - [E:142| 500]: Train Loss:0.0010731, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:55:03,756 - testrun_d2ab6391 - [INFO] - [E:142| 600]: Train Loss:0.0010727, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:56:07,225 - testrun_d2ab6391 - [INFO] - [E:142| 700]: Train Loss:0.001073, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:57:10,719 - testrun_d2ab6391 - [INFO] - [E:142| 800]: Train Loss:0.0010736, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:58:14,242 - testrun_d2ab6391 - [INFO] - [E:142| 900]: Train Loss:0.0010738, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 08:59:17,741 - testrun_d2ab6391 - [INFO] - [E:142| 1000]: Train Loss:0.0010743, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:00:21,273 - testrun_d2ab6391 - [INFO] - [E:142| 1100]: Train Loss:0.0010744, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:01:24,808 - testrun_d2ab6391 - [INFO] - [E:142| 1200]: Train Loss:0.0010744, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:02:28,357 - testrun_d2ab6391 - [INFO] - [E:142| 1300]: Train Loss:0.0010741, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:03:31,882 - testrun_d2ab6391 - [INFO] - [E:142| 1400]: Train Loss:0.0010747, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:04:35,370 - testrun_d2ab6391 - [INFO] - [E:142| 1500]: Train Loss:0.0010751, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:05:38,830 - testrun_d2ab6391 - [INFO] - [E:142| 1600]: Train Loss:0.0010753, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:06:20,310 - testrun_d2ab6391 - [INFO] - [Epoch:142]: Training Loss:0.001075 + +2023-06-03 09:06:20,583 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 09:06:42,063 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 09:06:54,528 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 09:07:16,188 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 09:07:28,538 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.47724, Head : 0.31358, Avg : 0.39541 + +2023-06-03 09:07:28,589 - testrun_d2ab6391 - [INFO] - [Epoch 142]: Training Loss: 0.0010753, Valid MRR: 0.40231, + + + +2023-06-03 09:07:29,290 - testrun_d2ab6391 - [INFO] - [E:143| 0]: Train Loss:0.0010275, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:08:32,837 - testrun_d2ab6391 - [INFO] - [E:143| 100]: Train Loss:0.0010672, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:09:36,342 - testrun_d2ab6391 - [INFO] - [E:143| 200]: Train Loss:0.0010746, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:10:39,835 - testrun_d2ab6391 - [INFO] - [E:143| 300]: Train Loss:0.0010755, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:11:43,323 - testrun_d2ab6391 - [INFO] - [E:143| 400]: Train Loss:0.0010739, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:12:46,847 - testrun_d2ab6391 - [INFO] - [E:143| 500]: Train Loss:0.0010737, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:13:50,382 - testrun_d2ab6391 - [INFO] - [E:143| 600]: Train Loss:0.0010739, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:14:53,942 - testrun_d2ab6391 - [INFO] - [E:143| 700]: Train Loss:0.0010739, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:15:57,587 - testrun_d2ab6391 - [INFO] - [E:143| 800]: Train Loss:0.0010736, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:17:01,208 - testrun_d2ab6391 - [INFO] - [E:143| 900]: Train Loss:0.0010742, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:18:04,829 - testrun_d2ab6391 - [INFO] - [E:143| 1000]: Train Loss:0.0010741, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:19:08,468 - testrun_d2ab6391 - [INFO] - [E:143| 1100]: Train Loss:0.0010735, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:20:12,182 - testrun_d2ab6391 - [INFO] - [E:143| 1200]: Train Loss:0.0010735, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:21:15,840 - testrun_d2ab6391 - [INFO] - [E:143| 1300]: Train Loss:0.0010736, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:22:19,465 - testrun_d2ab6391 - [INFO] - [E:143| 1400]: Train Loss:0.0010737, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:23:23,152 - testrun_d2ab6391 - [INFO] - [E:143| 1500]: Train Loss:0.0010739, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:24:26,842 - testrun_d2ab6391 - [INFO] - [E:143| 1600]: Train Loss:0.0010737, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:25:08,515 - testrun_d2ab6391 - [INFO] - [Epoch:143]: Training Loss:0.001074 + +2023-06-03 09:25:08,781 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 09:25:30,336 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 09:25:42,842 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 09:26:04,574 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 09:26:16,950 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.47781, Head : 0.31563, Avg : 0.39672 + +2023-06-03 09:26:17,024 - testrun_d2ab6391 - [INFO] - [Epoch 143]: Training Loss: 0.001074, Valid MRR: 0.40231, + + + +2023-06-03 09:26:17,736 - testrun_d2ab6391 - [INFO] - [E:144| 0]: Train Loss:0.0011301, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:27:21,432 - testrun_d2ab6391 - [INFO] - [E:144| 100]: Train Loss:0.0010727, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:28:25,055 - testrun_d2ab6391 - [INFO] - [E:144| 200]: Train Loss:0.0010701, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:29:28,662 - testrun_d2ab6391 - [INFO] - [E:144| 300]: Train Loss:0.0010704, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:30:32,309 - testrun_d2ab6391 - [INFO] - [E:144| 400]: Train Loss:0.0010705, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:31:35,967 - testrun_d2ab6391 - [INFO] - [E:144| 500]: Train Loss:0.0010713, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:32:39,571 - testrun_d2ab6391 - [INFO] - [E:144| 600]: Train Loss:0.0010718, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:33:43,160 - testrun_d2ab6391 - [INFO] - [E:144| 700]: Train Loss:0.0010715, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:34:46,777 - testrun_d2ab6391 - [INFO] - [E:144| 800]: Train Loss:0.0010719, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:35:50,462 - testrun_d2ab6391 - [INFO] - [E:144| 900]: Train Loss:0.0010725, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:36:54,024 - testrun_d2ab6391 - [INFO] - [E:144| 1000]: Train Loss:0.0010719, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:37:57,675 - testrun_d2ab6391 - [INFO] - [E:144| 1100]: Train Loss:0.0010725, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:39:01,268 - testrun_d2ab6391 - [INFO] - [E:144| 1200]: Train Loss:0.0010724, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:40:04,883 - testrun_d2ab6391 - [INFO] - [E:144| 1300]: Train Loss:0.0010726, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:41:08,473 - testrun_d2ab6391 - [INFO] - [E:144| 1400]: Train Loss:0.0010729, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:42:12,167 - testrun_d2ab6391 - [INFO] - [E:144| 1500]: Train Loss:0.0010728, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:43:15,838 - testrun_d2ab6391 - [INFO] - [E:144| 1600]: Train Loss:0.0010732, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:43:57,414 - testrun_d2ab6391 - [INFO] - [Epoch:144]: Training Loss:0.001073 + +2023-06-03 09:43:57,681 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 09:44:19,177 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 09:44:31,634 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 09:44:53,292 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 09:45:05,658 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.4759, Head : 0.31618, Avg : 0.39604 + +2023-06-03 09:45:05,708 - testrun_d2ab6391 - [INFO] - [Epoch 144]: Training Loss: 0.0010732, Valid MRR: 0.40231, + + + +2023-06-03 09:45:06,416 - testrun_d2ab6391 - [INFO] - [E:145| 0]: Train Loss:0.0011348, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:46:10,046 - testrun_d2ab6391 - [INFO] - [E:145| 100]: Train Loss:0.0010754, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:47:13,627 - testrun_d2ab6391 - [INFO] - [E:145| 200]: Train Loss:0.0010748, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:48:17,203 - testrun_d2ab6391 - [INFO] - [E:145| 300]: Train Loss:0.0010748, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:49:20,783 - testrun_d2ab6391 - [INFO] - [E:145| 400]: Train Loss:0.0010739, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:50:24,437 - testrun_d2ab6391 - [INFO] - [E:145| 500]: Train Loss:0.0010732, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:51:28,020 - testrun_d2ab6391 - [INFO] - [E:145| 600]: Train Loss:0.0010727, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:52:31,593 - testrun_d2ab6391 - [INFO] - [E:145| 700]: Train Loss:0.0010726, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:53:35,203 - testrun_d2ab6391 - [INFO] - [E:145| 800]: Train Loss:0.001072, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:54:38,837 - testrun_d2ab6391 - [INFO] - [E:145| 900]: Train Loss:0.0010729, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:55:42,428 - testrun_d2ab6391 - [INFO] - [E:145| 1000]: Train Loss:0.0010726, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:56:46,105 - testrun_d2ab6391 - [INFO] - [E:145| 1100]: Train Loss:0.0010725, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:57:49,736 - testrun_d2ab6391 - [INFO] - [E:145| 1200]: Train Loss:0.001072, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:58:53,313 - testrun_d2ab6391 - [INFO] - [E:145| 1300]: Train Loss:0.0010722, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 09:59:56,905 - testrun_d2ab6391 - [INFO] - [E:145| 1400]: Train Loss:0.0010719, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:01:00,543 - testrun_d2ab6391 - [INFO] - [E:145| 1500]: Train Loss:0.0010721, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:02:04,160 - testrun_d2ab6391 - [INFO] - [E:145| 1600]: Train Loss:0.0010723, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:02:45,757 - testrun_d2ab6391 - [INFO] - [Epoch:145]: Training Loss:0.001072 + +2023-06-03 10:02:46,022 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 10:03:07,517 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 10:03:19,991 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 10:03:41,710 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 10:03:54,071 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.47569, Head : 0.31332, Avg : 0.3945 + +2023-06-03 10:03:54,121 - testrun_d2ab6391 - [INFO] - [Epoch 145]: Training Loss: 0.0010721, Valid MRR: 0.40231, + + + +2023-06-03 10:03:54,848 - testrun_d2ab6391 - [INFO] - [E:146| 0]: Train Loss:0.0010462, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:04:58,499 - testrun_d2ab6391 - [INFO] - [E:146| 100]: Train Loss:0.0010735, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:06:02,135 - testrun_d2ab6391 - [INFO] - [E:146| 200]: Train Loss:0.0010756, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:07:05,749 - testrun_d2ab6391 - [INFO] - [E:146| 300]: Train Loss:0.0010737, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:08:09,358 - testrun_d2ab6391 - [INFO] - [E:146| 400]: Train Loss:0.0010719, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:09:12,947 - testrun_d2ab6391 - [INFO] - [E:146| 500]: Train Loss:0.0010714, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:10:16,603 - testrun_d2ab6391 - [INFO] - [E:146| 600]: Train Loss:0.0010714, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:11:20,250 - testrun_d2ab6391 - [INFO] - [E:146| 700]: Train Loss:0.0010717, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:12:23,887 - testrun_d2ab6391 - [INFO] - [E:146| 800]: Train Loss:0.0010714, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:13:27,452 - testrun_d2ab6391 - [INFO] - [E:146| 900]: Train Loss:0.0010715, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:14:31,020 - testrun_d2ab6391 - [INFO] - [E:146| 1000]: Train Loss:0.0010721, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:15:34,600 - testrun_d2ab6391 - [INFO] - [E:146| 1100]: Train Loss:0.0010722, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:16:38,208 - testrun_d2ab6391 - [INFO] - [E:146| 1200]: Train Loss:0.0010717, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:17:41,764 - testrun_d2ab6391 - [INFO] - [E:146| 1300]: Train Loss:0.0010717, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:18:45,358 - testrun_d2ab6391 - [INFO] - [E:146| 1400]: Train Loss:0.0010718, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:19:48,949 - testrun_d2ab6391 - [INFO] - [E:146| 1500]: Train Loss:0.0010714, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:20:52,476 - testrun_d2ab6391 - [INFO] - [E:146| 1600]: Train Loss:0.0010713, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:21:34,031 - testrun_d2ab6391 - [INFO] - [Epoch:146]: Training Loss:0.001071 + +2023-06-03 10:21:34,309 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 10:21:55,823 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 10:22:08,285 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 10:22:29,949 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 10:22:42,286 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.47719, Head : 0.3143, Avg : 0.39574 + +2023-06-03 10:22:42,340 - testrun_d2ab6391 - [INFO] - [Epoch 146]: Training Loss: 0.0010713, Valid MRR: 0.40231, + + + +2023-06-03 10:22:43,040 - testrun_d2ab6391 - [INFO] - [E:147| 0]: Train Loss:0.0010202, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:23:46,670 - testrun_d2ab6391 - [INFO] - [E:147| 100]: Train Loss:0.0010686, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:24:50,161 - testrun_d2ab6391 - [INFO] - [E:147| 200]: Train Loss:0.0010714, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:25:53,701 - testrun_d2ab6391 - [INFO] - [E:147| 300]: Train Loss:0.0010711, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:26:57,277 - testrun_d2ab6391 - [INFO] - [E:147| 400]: Train Loss:0.0010719, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:28:00,768 - testrun_d2ab6391 - [INFO] - [E:147| 500]: Train Loss:0.001071, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:29:04,347 - testrun_d2ab6391 - [INFO] - [E:147| 600]: Train Loss:0.0010717, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:30:07,886 - testrun_d2ab6391 - [INFO] - [E:147| 700]: Train Loss:0.0010715, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:31:11,392 - testrun_d2ab6391 - [INFO] - [E:147| 800]: Train Loss:0.0010711, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:32:14,935 - testrun_d2ab6391 - [INFO] - [E:147| 900]: Train Loss:0.0010713, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:33:18,464 - testrun_d2ab6391 - [INFO] - [E:147| 1000]: Train Loss:0.001071, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:34:21,975 - testrun_d2ab6391 - [INFO] - [E:147| 1100]: Train Loss:0.0010712, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:35:25,495 - testrun_d2ab6391 - [INFO] - [E:147| 1200]: Train Loss:0.0010709, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:36:29,015 - testrun_d2ab6391 - [INFO] - [E:147| 1300]: Train Loss:0.0010707, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:37:32,579 - testrun_d2ab6391 - [INFO] - [E:147| 1400]: Train Loss:0.0010707, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:38:36,120 - testrun_d2ab6391 - [INFO] - [E:147| 1500]: Train Loss:0.0010706, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:39:39,623 - testrun_d2ab6391 - [INFO] - [E:147| 1600]: Train Loss:0.0010707, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:40:21,084 - testrun_d2ab6391 - [INFO] - [Epoch:147]: Training Loss:0.00107 + +2023-06-03 10:40:21,351 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 10:40:42,834 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 10:40:55,292 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 10:41:16,963 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 10:41:29,291 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.47813, Head : 0.32342, Avg : 0.40077 + +2023-06-03 10:41:29,342 - testrun_d2ab6391 - [INFO] - [Epoch 147]: Training Loss: 0.0010705, Valid MRR: 0.40231, + + + +2023-06-03 10:41:30,043 - testrun_d2ab6391 - [INFO] - [E:148| 0]: Train Loss:0.0010405, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:42:33,594 - testrun_d2ab6391 - [INFO] - [E:148| 100]: Train Loss:0.0010693, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:43:37,111 - testrun_d2ab6391 - [INFO] - [E:148| 200]: Train Loss:0.0010657, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:44:40,601 - testrun_d2ab6391 - [INFO] - [E:148| 300]: Train Loss:0.0010676, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:45:44,099 - testrun_d2ab6391 - [INFO] - [E:148| 400]: Train Loss:0.0010661, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:46:47,637 - testrun_d2ab6391 - [INFO] - [E:148| 500]: Train Loss:0.0010681, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:47:51,113 - testrun_d2ab6391 - [INFO] - [E:148| 600]: Train Loss:0.001069, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:48:54,543 - testrun_d2ab6391 - [INFO] - [E:148| 700]: Train Loss:0.0010696, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:49:58,053 - testrun_d2ab6391 - [INFO] - [E:148| 800]: Train Loss:0.0010692, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:51:01,597 - testrun_d2ab6391 - [INFO] - [E:148| 900]: Train Loss:0.0010692, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:52:05,101 - testrun_d2ab6391 - [INFO] - [E:148| 1000]: Train Loss:0.0010693, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:53:08,535 - testrun_d2ab6391 - [INFO] - [E:148| 1100]: Train Loss:0.001069, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:54:12,014 - testrun_d2ab6391 - [INFO] - [E:148| 1200]: Train Loss:0.0010696, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:55:15,482 - testrun_d2ab6391 - [INFO] - [E:148| 1300]: Train Loss:0.0010694, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:56:18,953 - testrun_d2ab6391 - [INFO] - [E:148| 1400]: Train Loss:0.0010693, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:57:22,474 - testrun_d2ab6391 - [INFO] - [E:148| 1500]: Train Loss:0.0010695, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:58:25,893 - testrun_d2ab6391 - [INFO] - [E:148| 1600]: Train Loss:0.0010693, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 10:59:07,415 - testrun_d2ab6391 - [INFO] - [Epoch:148]: Training Loss:0.001069 + +2023-06-03 10:59:07,689 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 10:59:29,158 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 10:59:41,595 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 11:00:03,240 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 11:00:15,556 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.48023, Head : 0.31945, Avg : 0.39984 + +2023-06-03 11:00:15,608 - testrun_d2ab6391 - [INFO] - [Epoch 148]: Training Loss: 0.0010694, Valid MRR: 0.40231, + + + +2023-06-03 11:00:16,312 - testrun_d2ab6391 - [INFO] - [E:149| 0]: Train Loss:0.0010438, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:01:19,781 - testrun_d2ab6391 - [INFO] - [E:149| 100]: Train Loss:0.0010621, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:02:23,407 - testrun_d2ab6391 - [INFO] - [E:149| 200]: Train Loss:0.0010662, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:03:26,846 - testrun_d2ab6391 - [INFO] - [E:149| 300]: Train Loss:0.0010652, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:04:30,319 - testrun_d2ab6391 - [INFO] - [E:149| 400]: Train Loss:0.0010648, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:05:33,732 - testrun_d2ab6391 - [INFO] - [E:149| 500]: Train Loss:0.0010658, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:06:37,181 - testrun_d2ab6391 - [INFO] - [E:149| 600]: Train Loss:0.0010671, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:07:40,645 - testrun_d2ab6391 - [INFO] - [E:149| 700]: Train Loss:0.0010667, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:08:44,127 - testrun_d2ab6391 - [INFO] - [E:149| 800]: Train Loss:0.0010663, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:09:47,576 - testrun_d2ab6391 - [INFO] - [E:149| 900]: Train Loss:0.0010665, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:10:51,057 - testrun_d2ab6391 - [INFO] - [E:149| 1000]: Train Loss:0.0010671, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:11:54,552 - testrun_d2ab6391 - [INFO] - [E:149| 1100]: Train Loss:0.0010676, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:12:58,090 - testrun_d2ab6391 - [INFO] - [E:149| 1200]: Train Loss:0.0010678, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:14:01,541 - testrun_d2ab6391 - [INFO] - [E:149| 1300]: Train Loss:0.0010678, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:15:04,891 - testrun_d2ab6391 - [INFO] - [E:149| 1400]: Train Loss:0.001068, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:16:08,313 - testrun_d2ab6391 - [INFO] - [E:149| 1500]: Train Loss:0.0010683, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:17:11,714 - testrun_d2ab6391 - [INFO] - [E:149| 1600]: Train Loss:0.0010685, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:17:53,159 - testrun_d2ab6391 - [INFO] - [Epoch:149]: Training Loss:0.001069 + +2023-06-03 11:17:53,435 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 11:18:14,886 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 11:18:27,322 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 11:18:48,950 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 11:19:01,281 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.47855, Head : 0.31757, Avg : 0.39806 + MR: Tail : 275.1, Head : 473.33, Avg : 374.21 + Hit-1: Tail : 0.37485, Head : 0.22471, Avg : 0.29978 + Hit-3: Tail : 0.53914, Head : 0.36258, Avg : 0.45086 + Hit-10: Tail : 0.6589, Head : 0.49515, Avg : 0.57702 +2023-06-03 11:19:01,338 - testrun_d2ab6391 - [INFO] - [Epoch 149]: Training Loss: 0.0010686, Valid MRR: 0.40231, + + + +2023-06-03 11:19:02,043 - testrun_d2ab6391 - [INFO] - [E:150| 0]: Train Loss:0.0010906, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:20:05,507 - testrun_d2ab6391 - [INFO] - [E:150| 100]: Train Loss:0.0010646, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:21:08,961 - testrun_d2ab6391 - [INFO] - [E:150| 200]: Train Loss:0.0010637, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:22:12,341 - testrun_d2ab6391 - [INFO] - [E:150| 300]: Train Loss:0.0010636, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:23:15,811 - testrun_d2ab6391 - [INFO] - [E:150| 400]: Train Loss:0.0010658, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:24:19,232 - testrun_d2ab6391 - [INFO] - [E:150| 500]: Train Loss:0.0010666, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:25:22,664 - testrun_d2ab6391 - [INFO] - [E:150| 600]: Train Loss:0.0010667, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:26:26,072 - testrun_d2ab6391 - [INFO] - [E:150| 700]: Train Loss:0.001067, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:27:29,581 - testrun_d2ab6391 - [INFO] - [E:150| 800]: Train Loss:0.0010671, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:28:33,136 - testrun_d2ab6391 - [INFO] - [E:150| 900]: Train Loss:0.0010678, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:29:36,714 - testrun_d2ab6391 - [INFO] - [E:150| 1000]: Train Loss:0.0010674, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:30:40,242 - testrun_d2ab6391 - [INFO] - [E:150| 1100]: Train Loss:0.0010682, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:31:43,778 - testrun_d2ab6391 - [INFO] - [E:150| 1200]: Train Loss:0.0010683, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:32:47,348 - testrun_d2ab6391 - [INFO] - [E:150| 1300]: Train Loss:0.0010683, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:33:50,914 - testrun_d2ab6391 - [INFO] - [E:150| 1400]: Train Loss:0.001068, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:34:54,537 - testrun_d2ab6391 - [INFO] - [E:150| 1500]: Train Loss:0.0010672, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:35:58,123 - testrun_d2ab6391 - [INFO] - [E:150| 1600]: Train Loss:0.0010673, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:36:39,749 - testrun_d2ab6391 - [INFO] - [Epoch:150]: Training Loss:0.001068 + +2023-06-03 11:36:40,015 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 11:37:01,492 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 11:37:13,949 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 11:37:35,607 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 11:37:47,955 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.47692, Head : 0.31972, Avg : 0.39832 + +2023-06-03 11:37:48,006 - testrun_d2ab6391 - [INFO] - [Epoch 150]: Training Loss: 0.0010676, Valid MRR: 0.40231, + + + +2023-06-03 11:37:48,729 - testrun_d2ab6391 - [INFO] - [E:151| 0]: Train Loss:0.0010114, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:38:52,278 - testrun_d2ab6391 - [INFO] - [E:151| 100]: Train Loss:0.0010563, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:39:55,840 - testrun_d2ab6391 - [INFO] - [E:151| 200]: Train Loss:0.0010636, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:40:59,321 - testrun_d2ab6391 - [INFO] - [E:151| 300]: Train Loss:0.001064, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:42:02,790 - testrun_d2ab6391 - [INFO] - [E:151| 400]: Train Loss:0.001065, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:43:06,272 - testrun_d2ab6391 - [INFO] - [E:151| 500]: Train Loss:0.0010658, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:44:09,770 - testrun_d2ab6391 - [INFO] - [E:151| 600]: Train Loss:0.0010657, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:45:13,193 - testrun_d2ab6391 - [INFO] - [E:151| 700]: Train Loss:0.0010657, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:46:16,647 - testrun_d2ab6391 - [INFO] - [E:151| 800]: Train Loss:0.0010656, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:47:20,129 - testrun_d2ab6391 - [INFO] - [E:151| 900]: Train Loss:0.0010654, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:48:23,647 - testrun_d2ab6391 - [INFO] - [E:151| 1000]: Train Loss:0.0010653, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:49:27,155 - testrun_d2ab6391 - [INFO] - [E:151| 1100]: Train Loss:0.0010658, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:50:30,623 - testrun_d2ab6391 - [INFO] - [E:151| 1200]: Train Loss:0.0010658, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:51:34,074 - testrun_d2ab6391 - [INFO] - [E:151| 1300]: Train Loss:0.0010659, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:52:37,514 - testrun_d2ab6391 - [INFO] - [E:151| 1400]: Train Loss:0.001066, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:53:41,016 - testrun_d2ab6391 - [INFO] - [E:151| 1500]: Train Loss:0.0010661, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:54:44,490 - testrun_d2ab6391 - [INFO] - [E:151| 1600]: Train Loss:0.0010664, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:55:26,005 - testrun_d2ab6391 - [INFO] - [Epoch:151]: Training Loss:0.001067 + +2023-06-03 11:55:26,271 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 11:55:47,710 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 11:56:00,163 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 11:56:21,764 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 11:56:34,083 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.47875, Head : 0.31821, Avg : 0.39848 + +2023-06-03 11:56:34,138 - testrun_d2ab6391 - [INFO] - [Epoch 151]: Training Loss: 0.0010666, Valid MRR: 0.40231, + + + +2023-06-03 11:56:34,869 - testrun_d2ab6391 - [INFO] - [E:152| 0]: Train Loss:0.0011379, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:57:38,281 - testrun_d2ab6391 - [INFO] - [E:152| 100]: Train Loss:0.0010677, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:58:41,748 - testrun_d2ab6391 - [INFO] - [E:152| 200]: Train Loss:0.0010655, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 11:59:45,139 - testrun_d2ab6391 - [INFO] - [E:152| 300]: Train Loss:0.0010644, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:00:48,592 - testrun_d2ab6391 - [INFO] - [E:152| 400]: Train Loss:0.0010647, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:01:52,060 - testrun_d2ab6391 - [INFO] - [E:152| 500]: Train Loss:0.0010655, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:02:55,455 - testrun_d2ab6391 - [INFO] - [E:152| 600]: Train Loss:0.0010658, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:03:58,938 - testrun_d2ab6391 - [INFO] - [E:152| 700]: Train Loss:0.0010652, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:05:02,390 - testrun_d2ab6391 - [INFO] - [E:152| 800]: Train Loss:0.0010651, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:06:05,817 - testrun_d2ab6391 - [INFO] - [E:152| 900]: Train Loss:0.001065, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:07:09,235 - testrun_d2ab6391 - [INFO] - [E:152| 1000]: Train Loss:0.0010649, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:08:12,666 - testrun_d2ab6391 - [INFO] - [E:152| 1100]: Train Loss:0.0010652, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:09:16,059 - testrun_d2ab6391 - [INFO] - [E:152| 1200]: Train Loss:0.0010653, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:10:19,569 - testrun_d2ab6391 - [INFO] - [E:152| 1300]: Train Loss:0.0010654, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:11:23,033 - testrun_d2ab6391 - [INFO] - [E:152| 1400]: Train Loss:0.0010656, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:12:26,471 - testrun_d2ab6391 - [INFO] - [E:152| 1500]: Train Loss:0.0010655, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:13:29,895 - testrun_d2ab6391 - [INFO] - [E:152| 1600]: Train Loss:0.0010653, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:14:11,342 - testrun_d2ab6391 - [INFO] - [Epoch:152]: Training Loss:0.001066 + +2023-06-03 12:14:11,614 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 12:14:33,039 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 12:14:45,472 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 12:15:07,064 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 12:15:19,373 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.48058, Head : 0.31734, Avg : 0.39896 + +2023-06-03 12:15:19,424 - testrun_d2ab6391 - [INFO] - [Epoch 152]: Training Loss: 0.0010657, Valid MRR: 0.40231, + + + +2023-06-03 12:15:20,121 - testrun_d2ab6391 - [INFO] - [E:153| 0]: Train Loss:0.0010483, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:16:23,545 - testrun_d2ab6391 - [INFO] - [E:153| 100]: Train Loss:0.0010579, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:17:26,957 - testrun_d2ab6391 - [INFO] - [E:153| 200]: Train Loss:0.0010591, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:18:30,449 - testrun_d2ab6391 - [INFO] - [E:153| 300]: Train Loss:0.0010604, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:19:33,855 - testrun_d2ab6391 - [INFO] - [E:153| 400]: Train Loss:0.001062, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:20:37,269 - testrun_d2ab6391 - [INFO] - [E:153| 500]: Train Loss:0.001063, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:21:40,751 - testrun_d2ab6391 - [INFO] - [E:153| 600]: Train Loss:0.0010629, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:22:44,188 - testrun_d2ab6391 - [INFO] - [E:153| 700]: Train Loss:0.0010634, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:23:47,529 - testrun_d2ab6391 - [INFO] - [E:153| 800]: Train Loss:0.0010636, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:24:50,937 - testrun_d2ab6391 - [INFO] - [E:153| 900]: Train Loss:0.0010638, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:25:54,348 - testrun_d2ab6391 - [INFO] - [E:153| 1000]: Train Loss:0.0010638, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:26:57,768 - testrun_d2ab6391 - [INFO] - [E:153| 1100]: Train Loss:0.0010638, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:28:01,180 - testrun_d2ab6391 - [INFO] - [E:153| 1200]: Train Loss:0.0010647, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:29:04,600 - testrun_d2ab6391 - [INFO] - [E:153| 1300]: Train Loss:0.0010654, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:30:07,970 - testrun_d2ab6391 - [INFO] - [E:153| 1400]: Train Loss:0.0010655, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:31:11,386 - testrun_d2ab6391 - [INFO] - [E:153| 1500]: Train Loss:0.0010654, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:32:14,771 - testrun_d2ab6391 - [INFO] - [E:153| 1600]: Train Loss:0.0010649, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:32:56,243 - testrun_d2ab6391 - [INFO] - [Epoch:153]: Training Loss:0.001065 + +2023-06-03 12:32:56,523 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 12:33:17,934 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 12:33:30,356 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 12:33:51,961 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 12:34:04,274 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.47842, Head : 0.32096, Avg : 0.39969 + +2023-06-03 12:34:04,350 - testrun_d2ab6391 - [INFO] - [Epoch 153]: Training Loss: 0.0010651, Valid MRR: 0.40231, + + + +2023-06-03 12:34:05,064 - testrun_d2ab6391 - [INFO] - [E:154| 0]: Train Loss:0.0010457, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:35:08,456 - testrun_d2ab6391 - [INFO] - [E:154| 100]: Train Loss:0.0010616, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:36:11,834 - testrun_d2ab6391 - [INFO] - [E:154| 200]: Train Loss:0.0010646, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:37:15,226 - testrun_d2ab6391 - [INFO] - [E:154| 300]: Train Loss:0.0010628, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:38:18,573 - testrun_d2ab6391 - [INFO] - [E:154| 400]: Train Loss:0.0010631, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:39:21,927 - testrun_d2ab6391 - [INFO] - [E:154| 500]: Train Loss:0.0010627, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:40:25,335 - testrun_d2ab6391 - [INFO] - [E:154| 600]: Train Loss:0.0010627, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:41:28,786 - testrun_d2ab6391 - [INFO] - [E:154| 700]: Train Loss:0.0010632, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:42:32,219 - testrun_d2ab6391 - [INFO] - [E:154| 800]: Train Loss:0.0010632, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:43:35,667 - testrun_d2ab6391 - [INFO] - [E:154| 900]: Train Loss:0.001063, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:44:39,065 - testrun_d2ab6391 - [INFO] - [E:154| 1000]: Train Loss:0.0010631, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:45:42,477 - testrun_d2ab6391 - [INFO] - [E:154| 1100]: Train Loss:0.001063, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:46:45,802 - testrun_d2ab6391 - [INFO] - [E:154| 1200]: Train Loss:0.0010632, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:47:49,196 - testrun_d2ab6391 - [INFO] - [E:154| 1300]: Train Loss:0.0010638, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:48:52,545 - testrun_d2ab6391 - [INFO] - [E:154| 1400]: Train Loss:0.0010645, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:49:55,975 - testrun_d2ab6391 - [INFO] - [E:154| 1500]: Train Loss:0.0010641, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:50:59,390 - testrun_d2ab6391 - [INFO] - [E:154| 1600]: Train Loss:0.0010639, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:51:40,847 - testrun_d2ab6391 - [INFO] - [Epoch:154]: Training Loss:0.001064 + +2023-06-03 12:51:41,125 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 12:52:02,546 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 12:52:14,964 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 12:52:36,564 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 12:52:48,872 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.47971, Head : 0.31356, Avg : 0.39663 + +2023-06-03 12:52:48,923 - testrun_d2ab6391 - [INFO] - [Epoch 154]: Training Loss: 0.0010642, Valid MRR: 0.40231, + + + +2023-06-03 12:52:49,622 - testrun_d2ab6391 - [INFO] - [E:155| 0]: Train Loss:0.0010526, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:53:52,987 - testrun_d2ab6391 - [INFO] - [E:155| 100]: Train Loss:0.0010685, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:54:56,393 - testrun_d2ab6391 - [INFO] - [E:155| 200]: Train Loss:0.001065, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:55:59,822 - testrun_d2ab6391 - [INFO] - [E:155| 300]: Train Loss:0.0010616, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:57:03,280 - testrun_d2ab6391 - [INFO] - [E:155| 400]: Train Loss:0.0010606, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:58:06,684 - testrun_d2ab6391 - [INFO] - [E:155| 500]: Train Loss:0.0010608, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 12:59:10,045 - testrun_d2ab6391 - [INFO] - [E:155| 600]: Train Loss:0.0010615, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:00:13,452 - testrun_d2ab6391 - [INFO] - [E:155| 700]: Train Loss:0.0010621, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:01:16,891 - testrun_d2ab6391 - [INFO] - [E:155| 800]: Train Loss:0.0010621, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:02:20,265 - testrun_d2ab6391 - [INFO] - [E:155| 900]: Train Loss:0.0010625, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:03:23,681 - testrun_d2ab6391 - [INFO] - [E:155| 1000]: Train Loss:0.0010625, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:04:27,130 - testrun_d2ab6391 - [INFO] - [E:155| 1100]: Train Loss:0.0010632, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:05:30,531 - testrun_d2ab6391 - [INFO] - [E:155| 1200]: Train Loss:0.0010638, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:06:34,020 - testrun_d2ab6391 - [INFO] - [E:155| 1300]: Train Loss:0.0010638, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:07:37,401 - testrun_d2ab6391 - [INFO] - [E:155| 1400]: Train Loss:0.0010639, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:08:40,814 - testrun_d2ab6391 - [INFO] - [E:155| 1500]: Train Loss:0.0010636, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:09:44,180 - testrun_d2ab6391 - [INFO] - [E:155| 1600]: Train Loss:0.0010637, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:10:25,594 - testrun_d2ab6391 - [INFO] - [Epoch:155]: Training Loss:0.001063 + +2023-06-03 13:10:25,863 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 13:10:47,309 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 13:10:59,727 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 13:11:21,333 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 13:11:33,654 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.48143, Head : 0.31893, Avg : 0.40018 + +2023-06-03 13:11:33,713 - testrun_d2ab6391 - [INFO] - [Epoch 155]: Training Loss: 0.0010635, Valid MRR: 0.40231, + + + +2023-06-03 13:11:34,441 - testrun_d2ab6391 - [INFO] - [E:156| 0]: Train Loss:0.0010206, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:12:37,844 - testrun_d2ab6391 - [INFO] - [E:156| 100]: Train Loss:0.0010588, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:13:41,273 - testrun_d2ab6391 - [INFO] - [E:156| 200]: Train Loss:0.0010585, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:14:44,662 - testrun_d2ab6391 - [INFO] - [E:156| 300]: Train Loss:0.0010617, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:15:48,084 - testrun_d2ab6391 - [INFO] - [E:156| 400]: Train Loss:0.0010628, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:16:51,529 - testrun_d2ab6391 - [INFO] - [E:156| 500]: Train Loss:0.0010643, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:17:54,946 - testrun_d2ab6391 - [INFO] - [E:156| 600]: Train Loss:0.0010635, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:18:58,339 - testrun_d2ab6391 - [INFO] - [E:156| 700]: Train Loss:0.0010638, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:20:01,798 - testrun_d2ab6391 - [INFO] - [E:156| 800]: Train Loss:0.0010631, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:21:05,170 - testrun_d2ab6391 - [INFO] - [E:156| 900]: Train Loss:0.0010633, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:22:08,617 - testrun_d2ab6391 - [INFO] - [E:156| 1000]: Train Loss:0.0010632, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:23:12,007 - testrun_d2ab6391 - [INFO] - [E:156| 1100]: Train Loss:0.0010628, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:24:15,445 - testrun_d2ab6391 - [INFO] - [E:156| 1200]: Train Loss:0.0010624, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:25:18,946 - testrun_d2ab6391 - [INFO] - [E:156| 1300]: Train Loss:0.0010624, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:26:22,368 - testrun_d2ab6391 - [INFO] - [E:156| 1400]: Train Loss:0.0010623, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:27:25,810 - testrun_d2ab6391 - [INFO] - [E:156| 1500]: Train Loss:0.0010628, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:28:29,306 - testrun_d2ab6391 - [INFO] - [E:156| 1600]: Train Loss:0.0010626, Val MRR:0.40231, testrun_d2ab6391 +2023-06-03 13:29:10,868 - testrun_d2ab6391 - [INFO] - [Epoch:156]: Training Loss:0.001062 + +2023-06-03 13:29:11,139 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 13:29:32,644 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 13:29:45,134 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 13:30:06,802 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 13:30:19,176 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.48229, Head : 0.32408, Avg : 0.40319 + +2023-06-03 13:30:23,547 - testrun_d2ab6391 - [INFO] - [Epoch 156]: Training Loss: 0.0010625, Valid MRR: 0.40319, + + + +2023-06-03 13:30:24,262 - testrun_d2ab6391 - [INFO] - [E:157| 0]: Train Loss:0.0010537, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:31:27,796 - testrun_d2ab6391 - [INFO] - [E:157| 100]: Train Loss:0.0010638, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:32:31,350 - testrun_d2ab6391 - [INFO] - [E:157| 200]: Train Loss:0.0010619, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:33:34,864 - testrun_d2ab6391 - [INFO] - [E:157| 300]: Train Loss:0.0010629, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:34:38,442 - testrun_d2ab6391 - [INFO] - [E:157| 400]: Train Loss:0.0010618, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:35:42,031 - testrun_d2ab6391 - [INFO] - [E:157| 500]: Train Loss:0.0010614, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:36:45,655 - testrun_d2ab6391 - [INFO] - [E:157| 600]: Train Loss:0.0010611, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:37:49,149 - testrun_d2ab6391 - [INFO] - [E:157| 700]: Train Loss:0.0010615, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:38:52,623 - testrun_d2ab6391 - [INFO] - [E:157| 800]: Train Loss:0.0010618, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:39:56,134 - testrun_d2ab6391 - [INFO] - [E:157| 900]: Train Loss:0.0010621, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:40:59,717 - testrun_d2ab6391 - [INFO] - [E:157| 1000]: Train Loss:0.0010616, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:42:03,296 - testrun_d2ab6391 - [INFO] - [E:157| 1100]: Train Loss:0.0010619, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:43:06,957 - testrun_d2ab6391 - [INFO] - [E:157| 1200]: Train Loss:0.0010617, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:44:10,615 - testrun_d2ab6391 - [INFO] - [E:157| 1300]: Train Loss:0.0010614, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:45:14,259 - testrun_d2ab6391 - [INFO] - [E:157| 1400]: Train Loss:0.0010615, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:46:17,934 - testrun_d2ab6391 - [INFO] - [E:157| 1500]: Train Loss:0.0010612, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:47:21,538 - testrun_d2ab6391 - [INFO] - [E:157| 1600]: Train Loss:0.0010616, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:48:03,228 - testrun_d2ab6391 - [INFO] - [Epoch:157]: Training Loss:0.001062 + +2023-06-03 13:48:03,501 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 13:48:25,062 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 13:48:37,569 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 13:48:59,322 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 13:49:11,694 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.48081, Head : 0.32227, Avg : 0.40154 + +2023-06-03 13:49:11,756 - testrun_d2ab6391 - [INFO] - [Epoch 157]: Training Loss: 0.0010615, Valid MRR: 0.40319, + + + +2023-06-03 13:49:12,476 - testrun_d2ab6391 - [INFO] - [E:158| 0]: Train Loss:0.0010691, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:50:16,093 - testrun_d2ab6391 - [INFO] - [E:158| 100]: Train Loss:0.0010623, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:51:19,579 - testrun_d2ab6391 - [INFO] - [E:158| 200]: Train Loss:0.0010615, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:52:23,038 - testrun_d2ab6391 - [INFO] - [E:158| 300]: Train Loss:0.0010605, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:53:26,505 - testrun_d2ab6391 - [INFO] - [E:158| 400]: Train Loss:0.0010614, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:54:29,864 - testrun_d2ab6391 - [INFO] - [E:158| 500]: Train Loss:0.0010616, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:55:33,278 - testrun_d2ab6391 - [INFO] - [E:158| 600]: Train Loss:0.0010614, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:56:36,736 - testrun_d2ab6391 - [INFO] - [E:158| 700]: Train Loss:0.0010618, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:57:40,219 - testrun_d2ab6391 - [INFO] - [E:158| 800]: Train Loss:0.0010612, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:58:43,661 - testrun_d2ab6391 - [INFO] - [E:158| 900]: Train Loss:0.0010611, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 13:59:47,038 - testrun_d2ab6391 - [INFO] - [E:158| 1000]: Train Loss:0.0010609, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:00:50,496 - testrun_d2ab6391 - [INFO] - [E:158| 1100]: Train Loss:0.0010612, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:01:53,969 - testrun_d2ab6391 - [INFO] - [E:158| 1200]: Train Loss:0.0010614, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:02:57,471 - testrun_d2ab6391 - [INFO] - [E:158| 1300]: Train Loss:0.0010614, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:04:01,004 - testrun_d2ab6391 - [INFO] - [E:158| 1400]: Train Loss:0.0010615, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:05:04,594 - testrun_d2ab6391 - [INFO] - [E:158| 1500]: Train Loss:0.0010613, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:06:08,196 - testrun_d2ab6391 - [INFO] - [E:158| 1600]: Train Loss:0.0010609, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:06:49,754 - testrun_d2ab6391 - [INFO] - [Epoch:158]: Training Loss:0.001061 + +2023-06-03 14:06:50,024 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 14:07:11,509 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 14:07:23,973 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 14:07:45,694 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 14:07:58,079 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.47934, Head : 0.32122, Avg : 0.40028 + +2023-06-03 14:07:58,133 - testrun_d2ab6391 - [INFO] - [Epoch 158]: Training Loss: 0.0010608, Valid MRR: 0.40319, + + + +2023-06-03 14:07:58,841 - testrun_d2ab6391 - [INFO] - [E:159| 0]: Train Loss:0.0010606, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:09:02,408 - testrun_d2ab6391 - [INFO] - [E:159| 100]: Train Loss:0.0010632, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:10:05,941 - testrun_d2ab6391 - [INFO] - [E:159| 200]: Train Loss:0.0010615, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:11:09,485 - testrun_d2ab6391 - [INFO] - [E:159| 300]: Train Loss:0.0010596, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:12:12,994 - testrun_d2ab6391 - [INFO] - [E:159| 400]: Train Loss:0.0010608, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:13:16,518 - testrun_d2ab6391 - [INFO] - [E:159| 500]: Train Loss:0.001061, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:14:20,105 - testrun_d2ab6391 - [INFO] - [E:159| 600]: Train Loss:0.0010603, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:15:23,712 - testrun_d2ab6391 - [INFO] - [E:159| 700]: Train Loss:0.0010601, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:16:27,278 - testrun_d2ab6391 - [INFO] - [E:159| 800]: Train Loss:0.0010604, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:17:30,817 - testrun_d2ab6391 - [INFO] - [E:159| 900]: Train Loss:0.0010606, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:18:34,355 - testrun_d2ab6391 - [INFO] - [E:159| 1000]: Train Loss:0.0010599, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:19:37,838 - testrun_d2ab6391 - [INFO] - [E:159| 1100]: Train Loss:0.0010602, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:20:41,339 - testrun_d2ab6391 - [INFO] - [E:159| 1200]: Train Loss:0.00106, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:21:44,758 - testrun_d2ab6391 - [INFO] - [E:159| 1300]: Train Loss:0.0010597, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:22:48,257 - testrun_d2ab6391 - [INFO] - [E:159| 1400]: Train Loss:0.0010598, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:23:51,737 - testrun_d2ab6391 - [INFO] - [E:159| 1500]: Train Loss:0.00106, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:24:55,132 - testrun_d2ab6391 - [INFO] - [E:159| 1600]: Train Loss:0.0010601, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:25:36,624 - testrun_d2ab6391 - [INFO] - [Epoch:159]: Training Loss:0.00106 + +2023-06-03 14:25:36,892 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 14:25:58,355 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 14:26:10,812 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 14:26:32,420 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 14:26:44,750 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.47549, Head : 0.32056, Avg : 0.39803 + MR: Tail : 280.64, Head : 498.14, Avg : 389.39 + Hit-1: Tail : 0.36921, Head : 0.22635, Avg : 0.29778 + Hit-3: Tail : 0.53904, Head : 0.36367, Avg : 0.45136 + Hit-10: Tail : 0.6631, Head : 0.50247, Avg : 0.58279 +2023-06-03 14:26:44,808 - testrun_d2ab6391 - [INFO] - [Epoch 159]: Training Loss: 0.00106, Valid MRR: 0.40319, + + + +2023-06-03 14:26:45,507 - testrun_d2ab6391 - [INFO] - [E:160| 0]: Train Loss:0.0011121, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:27:48,969 - testrun_d2ab6391 - [INFO] - [E:160| 100]: Train Loss:0.0010584, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:28:52,467 - testrun_d2ab6391 - [INFO] - [E:160| 200]: Train Loss:0.0010587, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:29:55,944 - testrun_d2ab6391 - [INFO] - [E:160| 300]: Train Loss:0.001056, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:30:59,356 - testrun_d2ab6391 - [INFO] - [E:160| 400]: Train Loss:0.0010569, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:32:02,782 - testrun_d2ab6391 - [INFO] - [E:160| 500]: Train Loss:0.0010585, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:33:06,280 - testrun_d2ab6391 - [INFO] - [E:160| 600]: Train Loss:0.0010575, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:34:09,733 - testrun_d2ab6391 - [INFO] - [E:160| 700]: Train Loss:0.001059, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:35:13,157 - testrun_d2ab6391 - [INFO] - [E:160| 800]: Train Loss:0.0010595, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:36:16,587 - testrun_d2ab6391 - [INFO] - [E:160| 900]: Train Loss:0.0010597, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:37:20,067 - testrun_d2ab6391 - [INFO] - [E:160| 1000]: Train Loss:0.001059, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:38:23,454 - testrun_d2ab6391 - [INFO] - [E:160| 1100]: Train Loss:0.001059, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:39:26,922 - testrun_d2ab6391 - [INFO] - [E:160| 1200]: Train Loss:0.0010587, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:40:30,328 - testrun_d2ab6391 - [INFO] - [E:160| 1300]: Train Loss:0.0010584, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:41:33,711 - testrun_d2ab6391 - [INFO] - [E:160| 1400]: Train Loss:0.0010583, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:42:37,189 - testrun_d2ab6391 - [INFO] - [E:160| 1500]: Train Loss:0.0010584, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:43:40,629 - testrun_d2ab6391 - [INFO] - [E:160| 1600]: Train Loss:0.0010591, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:44:22,174 - testrun_d2ab6391 - [INFO] - [Epoch:160]: Training Loss:0.001059 + +2023-06-03 14:44:22,443 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 14:44:43,921 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 14:44:56,358 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 14:45:17,978 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 14:45:30,305 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.48304, Head : 0.32285, Avg : 0.40294 + +2023-06-03 14:45:30,364 - testrun_d2ab6391 - [INFO] - [Epoch 160]: Training Loss: 0.0010591, Valid MRR: 0.40319, + + + +2023-06-03 14:45:31,071 - testrun_d2ab6391 - [INFO] - [E:161| 0]: Train Loss:0.0010422, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:46:34,487 - testrun_d2ab6391 - [INFO] - [E:161| 100]: Train Loss:0.0010613, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:47:37,920 - testrun_d2ab6391 - [INFO] - [E:161| 200]: Train Loss:0.0010605, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:48:41,394 - testrun_d2ab6391 - [INFO] - [E:161| 300]: Train Loss:0.0010595, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:49:44,864 - testrun_d2ab6391 - [INFO] - [E:161| 400]: Train Loss:0.0010596, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:50:48,312 - testrun_d2ab6391 - [INFO] - [E:161| 500]: Train Loss:0.0010596, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:51:51,806 - testrun_d2ab6391 - [INFO] - [E:161| 600]: Train Loss:0.0010588, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:52:55,191 - testrun_d2ab6391 - [INFO] - [E:161| 700]: Train Loss:0.0010592, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:53:58,589 - testrun_d2ab6391 - [INFO] - [E:161| 800]: Train Loss:0.001059, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:55:02,057 - testrun_d2ab6391 - [INFO] - [E:161| 900]: Train Loss:0.0010593, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:56:05,509 - testrun_d2ab6391 - [INFO] - [E:161| 1000]: Train Loss:0.0010589, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:57:09,016 - testrun_d2ab6391 - [INFO] - [E:161| 1100]: Train Loss:0.0010589, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:58:12,430 - testrun_d2ab6391 - [INFO] - [E:161| 1200]: Train Loss:0.001059, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 14:59:15,851 - testrun_d2ab6391 - [INFO] - [E:161| 1300]: Train Loss:0.0010592, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:00:19,302 - testrun_d2ab6391 - [INFO] - [E:161| 1400]: Train Loss:0.0010591, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:01:22,757 - testrun_d2ab6391 - [INFO] - [E:161| 1500]: Train Loss:0.0010588, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:02:26,202 - testrun_d2ab6391 - [INFO] - [E:161| 1600]: Train Loss:0.0010584, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:03:07,696 - testrun_d2ab6391 - [INFO] - [Epoch:161]: Training Loss:0.001058 + +2023-06-03 15:03:07,966 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 15:03:29,405 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 15:03:41,850 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 15:04:03,468 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 15:04:15,780 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.48283, Head : 0.32197, Avg : 0.4024 + +2023-06-03 15:04:15,843 - testrun_d2ab6391 - [INFO] - [Epoch 161]: Training Loss: 0.0010584, Valid MRR: 0.40319, + + + +2023-06-03 15:04:16,552 - testrun_d2ab6391 - [INFO] - [E:162| 0]: Train Loss:0.0011343, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:05:20,016 - testrun_d2ab6391 - [INFO] - [E:162| 100]: Train Loss:0.0010603, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:06:23,511 - testrun_d2ab6391 - [INFO] - [E:162| 200]: Train Loss:0.0010592, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:07:27,000 - testrun_d2ab6391 - [INFO] - [E:162| 300]: Train Loss:0.001058, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:08:30,471 - testrun_d2ab6391 - [INFO] - [E:162| 400]: Train Loss:0.0010581, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:09:33,954 - testrun_d2ab6391 - [INFO] - [E:162| 500]: Train Loss:0.0010583, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:10:37,409 - testrun_d2ab6391 - [INFO] - [E:162| 600]: Train Loss:0.001059, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:11:48,286 - testrun_d2ab6391 - [INFO] - [E:162| 700]: Train Loss:0.0010582, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:13:19,351 - testrun_d2ab6391 - [INFO] - [E:162| 800]: Train Loss:0.0010581, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:14:50,710 - testrun_d2ab6391 - [INFO] - [E:162| 900]: Train Loss:0.0010581, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:16:22,292 - testrun_d2ab6391 - [INFO] - [E:162| 1000]: Train Loss:0.0010581, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:17:53,286 - testrun_d2ab6391 - [INFO] - [E:162| 1100]: Train Loss:0.0010586, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:19:24,808 - testrun_d2ab6391 - [INFO] - [E:162| 1200]: Train Loss:0.0010584, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:20:47,048 - testrun_d2ab6391 - [INFO] - [E:162| 1300]: Train Loss:0.0010582, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:21:50,381 - testrun_d2ab6391 - [INFO] - [E:162| 1400]: Train Loss:0.0010579, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:22:53,820 - testrun_d2ab6391 - [INFO] - [E:162| 1500]: Train Loss:0.0010579, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:23:57,230 - testrun_d2ab6391 - [INFO] - [E:162| 1600]: Train Loss:0.0010577, Val MRR:0.40319, testrun_d2ab6391 +2023-06-03 15:24:38,640 - testrun_d2ab6391 - [INFO] - [Epoch:162]: Training Loss:0.001058 + +2023-06-03 15:24:38,932 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 15:25:00,393 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 15:25:12,817 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 15:25:34,428 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 15:25:46,741 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.47977, Head : 0.32702, Avg : 0.40339 + +2023-06-03 15:25:51,527 - testrun_d2ab6391 - [INFO] - [Epoch 162]: Training Loss: 0.0010577, Valid MRR: 0.40339, + + + +2023-06-03 15:25:52,238 - testrun_d2ab6391 - [INFO] - [E:163| 0]: Train Loss:0.0010305, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:26:55,598 - testrun_d2ab6391 - [INFO] - [E:163| 100]: Train Loss:0.0010615, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:27:58,823 - testrun_d2ab6391 - [INFO] - [E:163| 200]: Train Loss:0.0010581, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:29:02,075 - testrun_d2ab6391 - [INFO] - [E:163| 300]: Train Loss:0.0010561, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:30:05,504 - testrun_d2ab6391 - [INFO] - [E:163| 400]: Train Loss:0.0010566, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:31:08,807 - testrun_d2ab6391 - [INFO] - [E:163| 500]: Train Loss:0.0010563, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:32:13,215 - testrun_d2ab6391 - [INFO] - [E:163| 600]: Train Loss:0.0010564, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:33:16,594 - testrun_d2ab6391 - [INFO] - [E:163| 700]: Train Loss:0.0010574, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:34:20,006 - testrun_d2ab6391 - [INFO] - [E:163| 800]: Train Loss:0.0010576, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:35:23,394 - testrun_d2ab6391 - [INFO] - [E:163| 900]: Train Loss:0.0010573, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:36:26,940 - testrun_d2ab6391 - [INFO] - [E:163| 1000]: Train Loss:0.001057, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:37:30,307 - testrun_d2ab6391 - [INFO] - [E:163| 1100]: Train Loss:0.0010572, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:38:43,439 - testrun_d2ab6391 - [INFO] - [E:163| 1200]: Train Loss:0.0010573, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:39:46,986 - testrun_d2ab6391 - [INFO] - [E:163| 1300]: Train Loss:0.0010575, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:40:50,325 - testrun_d2ab6391 - [INFO] - [E:163| 1400]: Train Loss:0.0010576, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:42:19,079 - testrun_d2ab6391 - [INFO] - [E:163| 1500]: Train Loss:0.0010573, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:43:55,427 - testrun_d2ab6391 - [INFO] - [E:163| 1600]: Train Loss:0.0010572, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:44:36,810 - testrun_d2ab6391 - [INFO] - [Epoch:163]: Training Loss:0.001057 + +2023-06-03 15:44:37,083 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 15:44:58,593 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 15:45:11,035 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 15:45:32,644 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 15:45:44,954 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.48173, Head : 0.32298, Avg : 0.40235 + +2023-06-03 15:45:45,010 - testrun_d2ab6391 - [INFO] - [Epoch 163]: Training Loss: 0.0010572, Valid MRR: 0.40339, + + + +2023-06-03 15:45:45,716 - testrun_d2ab6391 - [INFO] - [E:164| 0]: Train Loss:0.0010315, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:46:49,070 - testrun_d2ab6391 - [INFO] - [E:164| 100]: Train Loss:0.0010498, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:47:53,153 - testrun_d2ab6391 - [INFO] - [E:164| 200]: Train Loss:0.001052, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:48:56,559 - testrun_d2ab6391 - [INFO] - [E:164| 300]: Train Loss:0.0010523, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:50:00,002 - testrun_d2ab6391 - [INFO] - [E:164| 400]: Train Loss:0.0010528, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:51:03,646 - testrun_d2ab6391 - [INFO] - [E:164| 500]: Train Loss:0.0010539, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:52:07,078 - testrun_d2ab6391 - [INFO] - [E:164| 600]: Train Loss:0.0010545, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:53:10,438 - testrun_d2ab6391 - [INFO] - [E:164| 700]: Train Loss:0.0010545, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:54:47,551 - testrun_d2ab6391 - [INFO] - [E:164| 800]: Train Loss:0.0010542, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:56:51,162 - testrun_d2ab6391 - [INFO] - [E:164| 900]: Train Loss:0.0010549, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 15:58:55,395 - testrun_d2ab6391 - [INFO] - [E:164| 1000]: Train Loss:0.0010552, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 16:00:59,691 - testrun_d2ab6391 - [INFO] - [E:164| 1100]: Train Loss:0.0010555, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 16:03:03,775 - testrun_d2ab6391 - [INFO] - [E:164| 1200]: Train Loss:0.0010552, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 16:05:07,970 - testrun_d2ab6391 - [INFO] - [E:164| 1300]: Train Loss:0.0010556, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 16:07:12,093 - testrun_d2ab6391 - [INFO] - [E:164| 1400]: Train Loss:0.0010557, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 16:09:16,437 - testrun_d2ab6391 - [INFO] - [E:164| 1500]: Train Loss:0.0010558, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 16:11:20,723 - testrun_d2ab6391 - [INFO] - [E:164| 1600]: Train Loss:0.001056, Val MRR:0.40339, testrun_d2ab6391 +2023-06-03 16:12:31,682 - testrun_d2ab6391 - [INFO] - [Epoch:164]: Training Loss:0.001056 + +2023-06-03 16:12:31,952 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 16:13:00,572 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 16:13:17,494 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 16:13:46,789 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 16:14:03,317 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.48309, Head : 0.32576, Avg : 0.40442 + +2023-06-03 16:14:09,563 - testrun_d2ab6391 - [INFO] - [Epoch 164]: Training Loss: 0.0010562, Valid MRR: 0.40442, + + + +2023-06-03 16:14:10,447 - testrun_d2ab6391 - [INFO] - [E:165| 0]: Train Loss:0.0010937, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:15:48,183 - testrun_d2ab6391 - [INFO] - [E:165| 100]: Train Loss:0.0010574, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:17:51,030 - testrun_d2ab6391 - [INFO] - [E:165| 200]: Train Loss:0.0010567, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:19:53,566 - testrun_d2ab6391 - [INFO] - [E:165| 300]: Train Loss:0.0010575, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:21:56,452 - testrun_d2ab6391 - [INFO] - [E:165| 400]: Train Loss:0.0010565, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:23:59,083 - testrun_d2ab6391 - [INFO] - [E:165| 500]: Train Loss:0.0010563, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:26:01,901 - testrun_d2ab6391 - [INFO] - [E:165| 600]: Train Loss:0.0010551, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:28:04,347 - testrun_d2ab6391 - [INFO] - [E:165| 700]: Train Loss:0.0010549, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:30:07,108 - testrun_d2ab6391 - [INFO] - [E:165| 800]: Train Loss:0.0010554, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:32:09,688 - testrun_d2ab6391 - [INFO] - [E:165| 900]: Train Loss:0.0010553, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:34:08,690 - testrun_d2ab6391 - [INFO] - [E:165| 1000]: Train Loss:0.0010551, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:35:43,810 - testrun_d2ab6391 - [INFO] - [E:165| 1100]: Train Loss:0.0010551, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:37:39,898 - testrun_d2ab6391 - [INFO] - [E:165| 1200]: Train Loss:0.0010549, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:39:43,876 - testrun_d2ab6391 - [INFO] - [E:165| 1300]: Train Loss:0.0010548, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:41:46,529 - testrun_d2ab6391 - [INFO] - [E:165| 1400]: Train Loss:0.0010547, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:43:49,522 - testrun_d2ab6391 - [INFO] - [E:165| 1500]: Train Loss:0.0010547, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:45:52,582 - testrun_d2ab6391 - [INFO] - [E:165| 1600]: Train Loss:0.0010547, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:47:13,035 - testrun_d2ab6391 - [INFO] - [Epoch:165]: Training Loss:0.001055 + +2023-06-03 16:47:13,594 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 16:47:57,360 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 16:48:22,693 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 16:49:06,784 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 16:49:31,809 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.47798, Head : 0.32563, Avg : 0.4018 + +2023-06-03 16:49:31,872 - testrun_d2ab6391 - [INFO] - [Epoch 165]: Training Loss: 0.0010551, Valid MRR: 0.40442, + + + +2023-06-03 16:49:33,202 - testrun_d2ab6391 - [INFO] - [E:166| 0]: Train Loss:0.0010176, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:51:36,472 - testrun_d2ab6391 - [INFO] - [E:166| 100]: Train Loss:0.0010496, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:53:39,741 - testrun_d2ab6391 - [INFO] - [E:166| 200]: Train Loss:0.0010513, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:55:28,953 - testrun_d2ab6391 - [INFO] - [E:166| 300]: Train Loss:0.0010546, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:56:57,544 - testrun_d2ab6391 - [INFO] - [E:166| 400]: Train Loss:0.0010543, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 16:58:50,693 - testrun_d2ab6391 - [INFO] - [E:166| 500]: Train Loss:0.0010532, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:00:53,615 - testrun_d2ab6391 - [INFO] - [E:166| 600]: Train Loss:0.0010541, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:02:56,213 - testrun_d2ab6391 - [INFO] - [E:166| 700]: Train Loss:0.0010542, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:04:58,940 - testrun_d2ab6391 - [INFO] - [E:166| 800]: Train Loss:0.0010548, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:07:01,876 - testrun_d2ab6391 - [INFO] - [E:166| 900]: Train Loss:0.0010553, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:09:05,065 - testrun_d2ab6391 - [INFO] - [E:166| 1000]: Train Loss:0.0010549, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:11:07,920 - testrun_d2ab6391 - [INFO] - [E:166| 1100]: Train Loss:0.0010545, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:13:10,804 - testrun_d2ab6391 - [INFO] - [E:166| 1200]: Train Loss:0.0010544, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:15:13,375 - testrun_d2ab6391 - [INFO] - [E:166| 1300]: Train Loss:0.0010549, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:17:03,468 - testrun_d2ab6391 - [INFO] - [E:166| 1400]: Train Loss:0.0010551, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:18:50,083 - testrun_d2ab6391 - [INFO] - [E:166| 1500]: Train Loss:0.0010546, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:20:54,285 - testrun_d2ab6391 - [INFO] - [E:166| 1600]: Train Loss:0.0010547, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:22:15,599 - testrun_d2ab6391 - [INFO] - [Epoch:166]: Training Loss:0.001055 + +2023-06-03 17:22:16,185 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 17:23:00,370 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 17:23:26,115 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 17:24:10,606 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 17:24:35,923 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.47469, Head : 0.32358, Avg : 0.39914 + +2023-06-03 17:24:35,993 - testrun_d2ab6391 - [INFO] - [Epoch 166]: Training Loss: 0.0010548, Valid MRR: 0.40442, + + + +2023-06-03 17:24:37,359 - testrun_d2ab6391 - [INFO] - [E:167| 0]: Train Loss:0.0010685, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:26:41,498 - testrun_d2ab6391 - [INFO] - [E:167| 100]: Train Loss:0.0010581, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:28:45,828 - testrun_d2ab6391 - [INFO] - [E:167| 200]: Train Loss:0.0010591, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:30:49,956 - testrun_d2ab6391 - [INFO] - [E:167| 300]: Train Loss:0.0010553, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:32:54,223 - testrun_d2ab6391 - [INFO] - [E:167| 400]: Train Loss:0.0010553, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:34:58,530 - testrun_d2ab6391 - [INFO] - [E:167| 500]: Train Loss:0.0010546, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:36:57,613 - testrun_d2ab6391 - [INFO] - [E:167| 600]: Train Loss:0.0010536, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:38:25,276 - testrun_d2ab6391 - [INFO] - [E:167| 700]: Train Loss:0.0010537, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:40:08,187 - testrun_d2ab6391 - [INFO] - [E:167| 800]: Train Loss:0.0010541, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:42:12,542 - testrun_d2ab6391 - [INFO] - [E:167| 900]: Train Loss:0.0010544, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:44:16,924 - testrun_d2ab6391 - [INFO] - [E:167| 1000]: Train Loss:0.0010541, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:46:21,111 - testrun_d2ab6391 - [INFO] - [E:167| 1100]: Train Loss:0.0010538, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:48:25,466 - testrun_d2ab6391 - [INFO] - [E:167| 1200]: Train Loss:0.0010543, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:50:29,639 - testrun_d2ab6391 - [INFO] - [E:167| 1300]: Train Loss:0.0010546, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:52:33,966 - testrun_d2ab6391 - [INFO] - [E:167| 1400]: Train Loss:0.0010548, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:54:38,176 - testrun_d2ab6391 - [INFO] - [E:167| 1500]: Train Loss:0.0010545, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:56:42,523 - testrun_d2ab6391 - [INFO] - [E:167| 1600]: Train Loss:0.0010541, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 17:57:59,564 - testrun_d2ab6391 - [INFO] - [Epoch:167]: Training Loss:0.001054 + +2023-06-03 17:57:59,853 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 17:58:29,509 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 17:58:46,656 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 17:59:16,548 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 17:59:33,507 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.47877, Head : 0.32348, Avg : 0.40112 + +2023-06-03 17:59:33,587 - testrun_d2ab6391 - [INFO] - [Epoch 167]: Training Loss: 0.001054, Valid MRR: 0.40442, + + + +2023-06-03 17:59:34,509 - testrun_d2ab6391 - [INFO] - [E:168| 0]: Train Loss:0.0010445, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:01:19,270 - testrun_d2ab6391 - [INFO] - [E:168| 100]: Train Loss:0.0010555, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:03:23,609 - testrun_d2ab6391 - [INFO] - [E:168| 200]: Train Loss:0.0010546, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:05:27,847 - testrun_d2ab6391 - [INFO] - [E:168| 300]: Train Loss:0.0010543, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:07:32,099 - testrun_d2ab6391 - [INFO] - [E:168| 400]: Train Loss:0.001054, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:09:36,345 - testrun_d2ab6391 - [INFO] - [E:168| 500]: Train Loss:0.0010522, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:11:40,569 - testrun_d2ab6391 - [INFO] - [E:168| 600]: Train Loss:0.0010526, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:13:44,734 - testrun_d2ab6391 - [INFO] - [E:168| 700]: Train Loss:0.0010521, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:15:48,845 - testrun_d2ab6391 - [INFO] - [E:168| 800]: Train Loss:0.0010522, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:17:53,064 - testrun_d2ab6391 - [INFO] - [E:168| 900]: Train Loss:0.0010527, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:19:38,572 - testrun_d2ab6391 - [INFO] - [E:168| 1000]: Train Loss:0.0010524, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:21:06,043 - testrun_d2ab6391 - [INFO] - [E:168| 1100]: Train Loss:0.0010522, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:23:02,023 - testrun_d2ab6391 - [INFO] - [E:168| 1200]: Train Loss:0.001052, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:25:06,096 - testrun_d2ab6391 - [INFO] - [E:168| 1300]: Train Loss:0.0010531, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:27:10,244 - testrun_d2ab6391 - [INFO] - [E:168| 1400]: Train Loss:0.0010531, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:29:14,361 - testrun_d2ab6391 - [INFO] - [E:168| 1500]: Train Loss:0.0010531, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:31:18,159 - testrun_d2ab6391 - [INFO] - [E:168| 1600]: Train Loss:0.0010531, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:32:39,323 - testrun_d2ab6391 - [INFO] - [Epoch:168]: Training Loss:0.001053 + +2023-06-03 18:32:39,834 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 18:33:24,189 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 18:33:49,753 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 18:34:34,259 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 18:34:59,636 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.47819, Head : 0.32612, Avg : 0.40215 + +2023-06-03 18:34:59,692 - testrun_d2ab6391 - [INFO] - [Epoch 168]: Training Loss: 0.0010531, Valid MRR: 0.40442, + + + +2023-06-03 18:35:01,012 - testrun_d2ab6391 - [INFO] - [E:169| 0]: Train Loss:0.0009997, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:37:05,104 - testrun_d2ab6391 - [INFO] - [E:169| 100]: Train Loss:0.0010522, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:39:09,270 - testrun_d2ab6391 - [INFO] - [E:169| 200]: Train Loss:0.0010535, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:40:51,150 - testrun_d2ab6391 - [INFO] - [E:169| 300]: Train Loss:0.0010538, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:42:18,432 - testrun_d2ab6391 - [INFO] - [E:169| 400]: Train Loss:0.0010534, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:44:18,106 - testrun_d2ab6391 - [INFO] - [E:169| 500]: Train Loss:0.0010536, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:46:22,316 - testrun_d2ab6391 - [INFO] - [E:169| 600]: Train Loss:0.0010533, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:48:26,444 - testrun_d2ab6391 - [INFO] - [E:169| 700]: Train Loss:0.0010534, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:50:30,499 - testrun_d2ab6391 - [INFO] - [E:169| 800]: Train Loss:0.0010536, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:52:34,553 - testrun_d2ab6391 - [INFO] - [E:169| 900]: Train Loss:0.0010531, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:54:38,680 - testrun_d2ab6391 - [INFO] - [E:169| 1000]: Train Loss:0.0010531, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:56:42,820 - testrun_d2ab6391 - [INFO] - [E:169| 1100]: Train Loss:0.001053, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 18:58:46,920 - testrun_d2ab6391 - [INFO] - [E:169| 1200]: Train Loss:0.0010529, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:00:50,924 - testrun_d2ab6391 - [INFO] - [E:169| 1300]: Train Loss:0.0010528, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:02:21,482 - testrun_d2ab6391 - [INFO] - [E:169| 1400]: Train Loss:0.0010529, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:03:55,401 - testrun_d2ab6391 - [INFO] - [E:169| 1500]: Train Loss:0.0010525, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:05:59,498 - testrun_d2ab6391 - [INFO] - [E:169| 1600]: Train Loss:0.0010525, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:07:20,610 - testrun_d2ab6391 - [INFO] - [Epoch:169]: Training Loss:0.001053 + +2023-06-03 19:07:21,128 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 19:08:05,314 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 19:08:31,033 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 19:09:15,431 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 19:09:40,665 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.47772, Head : 0.32322, Avg : 0.40047 + MR: Tail : 279.03, Head : 477.24, Avg : 378.13 + Hit-1: Tail : 0.36971, Head : 0.22788, Avg : 0.29879 + Hit-3: Tail : 0.54394, Head : 0.36609, Avg : 0.45502 + Hit-10: Tail : 0.66607, Head : 0.50485, Avg : 0.58546 +2023-06-03 19:09:40,754 - testrun_d2ab6391 - [INFO] - [Epoch 169]: Training Loss: 0.0010526, Valid MRR: 0.40442, + + + +2023-06-03 19:09:42,095 - testrun_d2ab6391 - [INFO] - [E:170| 0]: Train Loss:0.0010219, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:11:46,106 - testrun_d2ab6391 - [INFO] - [E:170| 100]: Train Loss:0.0010524, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:13:50,297 - testrun_d2ab6391 - [INFO] - [E:170| 200]: Train Loss:0.0010519, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:15:54,541 - testrun_d2ab6391 - [INFO] - [E:170| 300]: Train Loss:0.0010512, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:17:58,745 - testrun_d2ab6391 - [INFO] - [E:170| 400]: Train Loss:0.0010511, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:20:02,854 - testrun_d2ab6391 - [INFO] - [E:170| 500]: Train Loss:0.0010517, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:22:07,040 - testrun_d2ab6391 - [INFO] - [E:170| 600]: Train Loss:0.0010514, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:23:34,486 - testrun_d2ab6391 - [INFO] - [E:170| 700]: Train Loss:0.0010512, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:25:12,223 - testrun_d2ab6391 - [INFO] - [E:170| 800]: Train Loss:0.0010512, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:27:16,305 - testrun_d2ab6391 - [INFO] - [E:170| 900]: Train Loss:0.0010508, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:29:20,412 - testrun_d2ab6391 - [INFO] - [E:170| 1000]: Train Loss:0.0010511, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:31:24,455 - testrun_d2ab6391 - [INFO] - [E:170| 1100]: Train Loss:0.0010511, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:33:28,364 - testrun_d2ab6391 - [INFO] - [E:170| 1200]: Train Loss:0.0010513, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:35:32,459 - testrun_d2ab6391 - [INFO] - [E:170| 1300]: Train Loss:0.0010513, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:37:36,536 - testrun_d2ab6391 - [INFO] - [E:170| 1400]: Train Loss:0.0010517, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:39:40,655 - testrun_d2ab6391 - [INFO] - [E:170| 1500]: Train Loss:0.0010519, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:41:44,647 - testrun_d2ab6391 - [INFO] - [E:170| 1600]: Train Loss:0.0010519, Val MRR:0.40442, testrun_d2ab6391 +2023-06-03 19:43:05,620 - testrun_d2ab6391 - [INFO] - [Epoch:170]: Training Loss:0.001052 + +2023-06-03 19:43:06,217 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 19:43:37,302 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 19:43:54,521 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 19:44:24,237 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 19:44:41,139 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.48084, Head : 0.33632, Avg : 0.40858 + +2023-06-03 19:44:49,043 - testrun_d2ab6391 - [INFO] - [Epoch 170]: Training Loss: 0.0010518, Valid MRR: 0.40858, + + + +2023-06-03 19:44:49,937 - testrun_d2ab6391 - [INFO] - [E:171| 0]: Train Loss:0.00098039, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 19:46:32,154 - testrun_d2ab6391 - [INFO] - [E:171| 100]: Train Loss:0.0010506, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 19:48:36,276 - testrun_d2ab6391 - [INFO] - [E:171| 200]: Train Loss:0.0010502, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 19:50:40,503 - testrun_d2ab6391 - [INFO] - [E:171| 300]: Train Loss:0.0010503, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 19:52:44,662 - testrun_d2ab6391 - [INFO] - [E:171| 400]: Train Loss:0.0010507, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 19:54:48,903 - testrun_d2ab6391 - [INFO] - [E:171| 500]: Train Loss:0.0010516, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 19:56:53,091 - testrun_d2ab6391 - [INFO] - [E:171| 600]: Train Loss:0.001051, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 19:58:57,586 - testrun_d2ab6391 - [INFO] - [E:171| 700]: Train Loss:0.0010511, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:01:01,678 - testrun_d2ab6391 - [INFO] - [E:171| 800]: Train Loss:0.0010516, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:03:05,574 - testrun_d2ab6391 - [INFO] - [E:171| 900]: Train Loss:0.0010515, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:04:53,736 - testrun_d2ab6391 - [INFO] - [E:171| 1000]: Train Loss:0.0010518, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:06:21,249 - testrun_d2ab6391 - [INFO] - [E:171| 1100]: Train Loss:0.0010514, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:08:14,893 - testrun_d2ab6391 - [INFO] - [E:171| 1200]: Train Loss:0.0010517, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:10:18,993 - testrun_d2ab6391 - [INFO] - [E:171| 1300]: Train Loss:0.0010515, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:12:23,023 - testrun_d2ab6391 - [INFO] - [E:171| 1400]: Train Loss:0.0010515, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:14:27,118 - testrun_d2ab6391 - [INFO] - [E:171| 1500]: Train Loss:0.0010512, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:16:31,270 - testrun_d2ab6391 - [INFO] - [E:171| 1600]: Train Loss:0.0010513, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:17:52,328 - testrun_d2ab6391 - [INFO] - [Epoch:171]: Training Loss:0.001051 + +2023-06-03 20:17:52,838 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 20:18:37,051 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 20:19:02,740 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 20:19:47,248 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 20:20:12,539 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.47974, Head : 0.32584, Avg : 0.40279 + +2023-06-03 20:20:12,591 - testrun_d2ab6391 - [INFO] - [Epoch 171]: Training Loss: 0.0010511, Valid MRR: 0.40858, + + + +2023-06-03 20:20:13,865 - testrun_d2ab6391 - [INFO] - [E:172| 0]: Train Loss:0.0010579, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:22:18,087 - testrun_d2ab6391 - [INFO] - [E:172| 100]: Train Loss:0.0010485, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:24:22,024 - testrun_d2ab6391 - [INFO] - [E:172| 200]: Train Loss:0.001047, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:26:06,192 - testrun_d2ab6391 - [INFO] - [E:172| 300]: Train Loss:0.0010484, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:27:33,331 - testrun_d2ab6391 - [INFO] - [E:172| 400]: Train Loss:0.0010489, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:29:29,758 - testrun_d2ab6391 - [INFO] - [E:172| 500]: Train Loss:0.0010492, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:31:34,098 - testrun_d2ab6391 - [INFO] - [E:172| 600]: Train Loss:0.001049, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:33:38,132 - testrun_d2ab6391 - [INFO] - [E:172| 700]: Train Loss:0.0010489, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:35:42,278 - testrun_d2ab6391 - [INFO] - [E:172| 800]: Train Loss:0.00105, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:37:46,350 - testrun_d2ab6391 - [INFO] - [E:172| 900]: Train Loss:0.0010496, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:39:50,407 - testrun_d2ab6391 - [INFO] - [E:172| 1000]: Train Loss:0.0010494, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:41:54,608 - testrun_d2ab6391 - [INFO] - [E:172| 1100]: Train Loss:0.0010497, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:43:58,672 - testrun_d2ab6391 - [INFO] - [E:172| 1200]: Train Loss:0.0010497, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:46:02,689 - testrun_d2ab6391 - [INFO] - [E:172| 1300]: Train Loss:0.0010498, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:47:36,076 - testrun_d2ab6391 - [INFO] - [E:172| 1400]: Train Loss:0.0010498, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:49:05,119 - testrun_d2ab6391 - [INFO] - [E:172| 1500]: Train Loss:0.0010499, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:51:09,330 - testrun_d2ab6391 - [INFO] - [E:172| 1600]: Train Loss:0.0010502, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:52:30,425 - testrun_d2ab6391 - [INFO] - [Epoch:172]: Training Loss:0.00105 + +2023-06-03 20:52:31,021 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 20:53:15,163 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 20:53:40,804 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 20:54:25,445 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 20:54:50,889 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.48335, Head : 0.32547, Avg : 0.40441 + +2023-06-03 20:54:50,954 - testrun_d2ab6391 - [INFO] - [Epoch 172]: Training Loss: 0.0010503, Valid MRR: 0.40858, + + + +2023-06-03 20:54:52,310 - testrun_d2ab6391 - [INFO] - [E:173| 0]: Train Loss:0.0010315, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:56:56,575 - testrun_d2ab6391 - [INFO] - [E:173| 100]: Train Loss:0.0010567, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 20:59:00,662 - testrun_d2ab6391 - [INFO] - [E:173| 200]: Train Loss:0.0010554, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:01:04,748 - testrun_d2ab6391 - [INFO] - [E:173| 300]: Train Loss:0.0010509, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:03:08,851 - testrun_d2ab6391 - [INFO] - [E:173| 400]: Train Loss:0.0010502, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:05:13,164 - testrun_d2ab6391 - [INFO] - [E:173| 500]: Train Loss:0.0010512, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:07:17,197 - testrun_d2ab6391 - [INFO] - [E:173| 600]: Train Loss:0.0010507, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:08:47,800 - testrun_d2ab6391 - [INFO] - [E:173| 700]: Train Loss:0.0010502, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:10:20,492 - testrun_d2ab6391 - [INFO] - [E:173| 800]: Train Loss:0.0010495, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:12:24,735 - testrun_d2ab6391 - [INFO] - [E:173| 900]: Train Loss:0.0010493, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:14:28,733 - testrun_d2ab6391 - [INFO] - [E:173| 1000]: Train Loss:0.0010494, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:16:32,843 - testrun_d2ab6391 - [INFO] - [E:173| 1100]: Train Loss:0.0010494, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:18:36,995 - testrun_d2ab6391 - [INFO] - [E:173| 1200]: Train Loss:0.0010493, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:20:41,140 - testrun_d2ab6391 - [INFO] - [E:173| 1300]: Train Loss:0.0010492, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:22:45,223 - testrun_d2ab6391 - [INFO] - [E:173| 1400]: Train Loss:0.0010492, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:24:49,415 - testrun_d2ab6391 - [INFO] - [E:173| 1500]: Train Loss:0.0010493, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:26:53,556 - testrun_d2ab6391 - [INFO] - [E:173| 1600]: Train Loss:0.0010496, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:28:14,681 - testrun_d2ab6391 - [INFO] - [Epoch:173]: Training Loss:0.00105 + +2023-06-03 21:28:15,228 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 21:28:51,094 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 21:29:08,104 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 21:29:37,754 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 21:29:54,610 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.48039, Head : 0.32706, Avg : 0.40372 + +2023-06-03 21:29:54,694 - testrun_d2ab6391 - [INFO] - [Epoch 173]: Training Loss: 0.0010496, Valid MRR: 0.40858, + + + +2023-06-03 21:29:55,615 - testrun_d2ab6391 - [INFO] - [E:174| 0]: Train Loss:0.0010818, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:31:29,425 - testrun_d2ab6391 - [INFO] - [E:174| 100]: Train Loss:0.0010475, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:33:33,557 - testrun_d2ab6391 - [INFO] - [E:174| 200]: Train Loss:0.0010473, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:35:37,776 - testrun_d2ab6391 - [INFO] - [E:174| 300]: Train Loss:0.0010478, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:37:42,112 - testrun_d2ab6391 - [INFO] - [E:174| 400]: Train Loss:0.0010474, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:39:46,458 - testrun_d2ab6391 - [INFO] - [E:174| 500]: Train Loss:0.0010481, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:41:50,396 - testrun_d2ab6391 - [INFO] - [E:174| 600]: Train Loss:0.0010492, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:43:54,362 - testrun_d2ab6391 - [INFO] - [E:174| 700]: Train Loss:0.001049, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:45:58,250 - testrun_d2ab6391 - [INFO] - [E:174| 800]: Train Loss:0.0010488, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:48:02,246 - testrun_d2ab6391 - [INFO] - [E:174| 900]: Train Loss:0.0010492, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:49:58,298 - testrun_d2ab6391 - [INFO] - [E:174| 1000]: Train Loss:0.0010494, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:51:25,341 - testrun_d2ab6391 - [INFO] - [E:174| 1100]: Train Loss:0.0010494, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:53:09,111 - testrun_d2ab6391 - [INFO] - [E:174| 1200]: Train Loss:0.00105, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:55:13,151 - testrun_d2ab6391 - [INFO] - [E:174| 1300]: Train Loss:0.0010498, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:57:17,264 - testrun_d2ab6391 - [INFO] - [E:174| 1400]: Train Loss:0.0010501, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 21:59:21,459 - testrun_d2ab6391 - [INFO] - [E:174| 1500]: Train Loss:0.0010498, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:01:25,485 - testrun_d2ab6391 - [INFO] - [E:174| 1600]: Train Loss:0.0010493, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:02:46,558 - testrun_d2ab6391 - [INFO] - [Epoch:174]: Training Loss:0.001049 + +2023-06-03 22:02:47,182 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 22:03:31,357 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 22:03:56,990 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 22:04:41,420 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 22:05:06,800 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.4823, Head : 0.32826, Avg : 0.40528 + +2023-06-03 22:05:06,879 - testrun_d2ab6391 - [INFO] - [Epoch 174]: Training Loss: 0.0010491, Valid MRR: 0.40858, + + + +2023-06-03 22:05:08,243 - testrun_d2ab6391 - [INFO] - [E:175| 0]: Train Loss:0.0010378, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:07:12,302 - testrun_d2ab6391 - [INFO] - [E:175| 100]: Train Loss:0.0010474, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:09:16,293 - testrun_d2ab6391 - [INFO] - [E:175| 200]: Train Loss:0.0010473, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:11:09,688 - testrun_d2ab6391 - [INFO] - [E:175| 300]: Train Loss:0.0010475, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:12:36,877 - testrun_d2ab6391 - [INFO] - [E:175| 400]: Train Loss:0.0010478, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:14:23,910 - testrun_d2ab6391 - [INFO] - [E:175| 500]: Train Loss:0.0010472, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:16:28,239 - testrun_d2ab6391 - [INFO] - [E:175| 600]: Train Loss:0.0010481, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:18:32,396 - testrun_d2ab6391 - [INFO] - [E:175| 700]: Train Loss:0.001048, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:20:36,695 - testrun_d2ab6391 - [INFO] - [E:175| 800]: Train Loss:0.0010483, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:22:41,024 - testrun_d2ab6391 - [INFO] - [E:175| 900]: Train Loss:0.0010484, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:24:45,239 - testrun_d2ab6391 - [INFO] - [E:175| 1000]: Train Loss:0.0010483, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:26:49,459 - testrun_d2ab6391 - [INFO] - [E:175| 1100]: Train Loss:0.0010484, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:28:53,588 - testrun_d2ab6391 - [INFO] - [E:175| 1200]: Train Loss:0.0010488, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:30:57,755 - testrun_d2ab6391 - [INFO] - [E:175| 1300]: Train Loss:0.0010487, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:32:40,318 - testrun_d2ab6391 - [INFO] - [E:175| 1400]: Train Loss:0.0010486, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:34:07,267 - testrun_d2ab6391 - [INFO] - [E:175| 1500]: Train Loss:0.0010489, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:36:04,947 - testrun_d2ab6391 - [INFO] - [E:175| 1600]: Train Loss:0.0010484, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:37:26,294 - testrun_d2ab6391 - [INFO] - [Epoch:175]: Training Loss:0.001049 + +2023-06-03 22:37:26,871 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 22:38:11,073 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 22:38:36,654 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 22:39:21,245 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 22:39:46,664 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.48054, Head : 0.32685, Avg : 0.4037 + +2023-06-03 22:39:46,736 - testrun_d2ab6391 - [INFO] - [Epoch 175]: Training Loss: 0.0010485, Valid MRR: 0.40858, + + + +2023-06-03 22:39:48,049 - testrun_d2ab6391 - [INFO] - [E:176| 0]: Train Loss:0.0010588, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:41:52,379 - testrun_d2ab6391 - [INFO] - [E:176| 100]: Train Loss:0.0010537, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:43:56,552 - testrun_d2ab6391 - [INFO] - [E:176| 200]: Train Loss:0.0010519, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:46:00,785 - testrun_d2ab6391 - [INFO] - [E:176| 300]: Train Loss:0.0010508, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:48:04,854 - testrun_d2ab6391 - [INFO] - [E:176| 400]: Train Loss:0.00105, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:50:08,818 - testrun_d2ab6391 - [INFO] - [E:176| 500]: Train Loss:0.0010496, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:52:13,129 - testrun_d2ab6391 - [INFO] - [E:176| 600]: Train Loss:0.00105, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:53:52,702 - testrun_d2ab6391 - [INFO] - [E:176| 700]: Train Loss:0.0010489, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:55:19,550 - testrun_d2ab6391 - [INFO] - [E:176| 800]: Train Loss:0.0010488, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:57:20,186 - testrun_d2ab6391 - [INFO] - [E:176| 900]: Train Loss:0.0010485, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 22:59:24,443 - testrun_d2ab6391 - [INFO] - [E:176| 1000]: Train Loss:0.0010488, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 23:01:28,482 - testrun_d2ab6391 - [INFO] - [E:176| 1100]: Train Loss:0.0010486, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 23:03:32,619 - testrun_d2ab6391 - [INFO] - [E:176| 1200]: Train Loss:0.0010487, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 23:05:36,852 - testrun_d2ab6391 - [INFO] - [E:176| 1300]: Train Loss:0.0010486, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 23:07:41,112 - testrun_d2ab6391 - [INFO] - [E:176| 1400]: Train Loss:0.0010487, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 23:09:45,419 - testrun_d2ab6391 - [INFO] - [E:176| 1500]: Train Loss:0.0010487, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 23:11:49,782 - testrun_d2ab6391 - [INFO] - [E:176| 1600]: Train Loss:0.0010481, Val MRR:0.40858, testrun_d2ab6391 +2023-06-03 23:13:10,857 - testrun_d2ab6391 - [INFO] - [Epoch:176]: Training Loss:0.001048 + +2023-06-03 23:13:11,454 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 23:13:55,522 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 23:14:13,844 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 23:14:43,482 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 23:15:00,329 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.48242, Head : 0.34482, Avg : 0.41362 + +2023-06-03 23:15:13,653 - testrun_d2ab6391 - [INFO] - [Epoch 176]: Training Loss: 0.001048, Valid MRR: 0.41362, + + + +2023-06-03 23:15:14,643 - testrun_d2ab6391 - [INFO] - [E:177| 0]: Train Loss:0.0010439, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:16:45,376 - testrun_d2ab6391 - [INFO] - [E:177| 100]: Train Loss:0.001044, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:18:49,613 - testrun_d2ab6391 - [INFO] - [E:177| 200]: Train Loss:0.0010464, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:20:53,952 - testrun_d2ab6391 - [INFO] - [E:177| 300]: Train Loss:0.0010462, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:22:58,176 - testrun_d2ab6391 - [INFO] - [E:177| 400]: Train Loss:0.0010475, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:25:02,517 - testrun_d2ab6391 - [INFO] - [E:177| 500]: Train Loss:0.0010471, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:27:06,602 - testrun_d2ab6391 - [INFO] - [E:177| 600]: Train Loss:0.0010473, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:29:10,880 - testrun_d2ab6391 - [INFO] - [E:177| 700]: Train Loss:0.0010475, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:31:15,044 - testrun_d2ab6391 - [INFO] - [E:177| 800]: Train Loss:0.0010475, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:33:19,242 - testrun_d2ab6391 - [INFO] - [E:177| 900]: Train Loss:0.0010475, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:35:18,011 - testrun_d2ab6391 - [INFO] - [E:177| 1000]: Train Loss:0.0010472, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:36:44,913 - testrun_d2ab6391 - [INFO] - [E:177| 1100]: Train Loss:0.0010472, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:38:26,135 - testrun_d2ab6391 - [INFO] - [E:177| 1200]: Train Loss:0.0010472, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:40:30,353 - testrun_d2ab6391 - [INFO] - [E:177| 1300]: Train Loss:0.0010469, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:42:34,597 - testrun_d2ab6391 - [INFO] - [E:177| 1400]: Train Loss:0.0010474, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:44:38,707 - testrun_d2ab6391 - [INFO] - [E:177| 1500]: Train Loss:0.0010471, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:46:43,010 - testrun_d2ab6391 - [INFO] - [E:177| 1600]: Train Loss:0.001047, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:48:04,122 - testrun_d2ab6391 - [INFO] - [Epoch:177]: Training Loss:0.001047 + +2023-06-03 23:48:04,573 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-03 23:48:48,832 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-03 23:49:14,546 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-03 23:49:59,041 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-03 23:50:24,385 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.48181, Head : 0.32648, Avg : 0.40415 + +2023-06-03 23:50:24,481 - testrun_d2ab6391 - [INFO] - [Epoch 177]: Training Loss: 0.001047, Valid MRR: 0.41362, + + + +2023-06-03 23:50:25,815 - testrun_d2ab6391 - [INFO] - [E:178| 0]: Train Loss:0.0010192, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:52:29,907 - testrun_d2ab6391 - [INFO] - [E:178| 100]: Train Loss:0.0010408, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:54:34,094 - testrun_d2ab6391 - [INFO] - [E:178| 200]: Train Loss:0.001042, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:56:29,746 - testrun_d2ab6391 - [INFO] - [E:178| 300]: Train Loss:0.0010442, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:57:56,731 - testrun_d2ab6391 - [INFO] - [E:178| 400]: Train Loss:0.0010455, Val MRR:0.41362, testrun_d2ab6391 +2023-06-03 23:59:41,356 - testrun_d2ab6391 - [INFO] - [E:178| 500]: Train Loss:0.0010452, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:01:45,499 - testrun_d2ab6391 - [INFO] - [E:178| 600]: Train Loss:0.0010452, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:03:49,676 - testrun_d2ab6391 - [INFO] - [E:178| 700]: Train Loss:0.0010456, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:05:53,893 - testrun_d2ab6391 - [INFO] - [E:178| 800]: Train Loss:0.0010461, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:07:58,151 - testrun_d2ab6391 - [INFO] - [E:178| 900]: Train Loss:0.0010459, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:10:02,522 - testrun_d2ab6391 - [INFO] - [E:178| 1000]: Train Loss:0.0010461, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:12:06,793 - testrun_d2ab6391 - [INFO] - [E:178| 1100]: Train Loss:0.0010465, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:14:11,146 - testrun_d2ab6391 - [INFO] - [E:178| 1200]: Train Loss:0.0010464, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:16:15,436 - testrun_d2ab6391 - [INFO] - [E:178| 1300]: Train Loss:0.0010463, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:18:00,460 - testrun_d2ab6391 - [INFO] - [E:178| 1400]: Train Loss:0.0010465, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:19:27,631 - testrun_d2ab6391 - [INFO] - [E:178| 1500]: Train Loss:0.0010467, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:21:22,919 - testrun_d2ab6391 - [INFO] - [E:178| 1600]: Train Loss:0.0010465, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:22:44,014 - testrun_d2ab6391 - [INFO] - [Epoch:178]: Training Loss:0.001046 + +2023-06-04 00:22:44,614 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 00:23:28,806 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 00:23:54,257 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 00:24:38,860 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 00:25:04,203 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.48007, Head : 0.32803, Avg : 0.40405 + +2023-06-04 00:25:04,285 - testrun_d2ab6391 - [INFO] - [Epoch 178]: Training Loss: 0.0010465, Valid MRR: 0.41362, + + + +2023-06-04 00:25:05,652 - testrun_d2ab6391 - [INFO] - [E:179| 0]: Train Loss:0.0010676, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:27:09,882 - testrun_d2ab6391 - [INFO] - [E:179| 100]: Train Loss:0.0010472, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:29:14,134 - testrun_d2ab6391 - [INFO] - [E:179| 200]: Train Loss:0.0010474, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:31:18,330 - testrun_d2ab6391 - [INFO] - [E:179| 300]: Train Loss:0.001047, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:33:22,790 - testrun_d2ab6391 - [INFO] - [E:179| 400]: Train Loss:0.0010455, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:35:27,188 - testrun_d2ab6391 - [INFO] - [E:179| 500]: Train Loss:0.0010454, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:37:31,418 - testrun_d2ab6391 - [INFO] - [E:179| 600]: Train Loss:0.0010461, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:39:12,624 - testrun_d2ab6391 - [INFO] - [E:179| 700]: Train Loss:0.001046, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:40:39,514 - testrun_d2ab6391 - [INFO] - [E:179| 800]: Train Loss:0.0010458, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:42:38,438 - testrun_d2ab6391 - [INFO] - [E:179| 900]: Train Loss:0.0010455, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:44:42,660 - testrun_d2ab6391 - [INFO] - [E:179| 1000]: Train Loss:0.0010459, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:46:47,114 - testrun_d2ab6391 - [INFO] - [E:179| 1100]: Train Loss:0.0010463, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:48:51,241 - testrun_d2ab6391 - [INFO] - [E:179| 1200]: Train Loss:0.0010462, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:50:55,391 - testrun_d2ab6391 - [INFO] - [E:179| 1300]: Train Loss:0.0010462, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:52:59,616 - testrun_d2ab6391 - [INFO] - [E:179| 1400]: Train Loss:0.0010459, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:55:03,848 - testrun_d2ab6391 - [INFO] - [E:179| 1500]: Train Loss:0.0010457, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:57:08,022 - testrun_d2ab6391 - [INFO] - [E:179| 1600]: Train Loss:0.0010455, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 00:58:29,176 - testrun_d2ab6391 - [INFO] - [Epoch:179]: Training Loss:0.001046 + +2023-06-04 00:58:29,720 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 00:59:13,813 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 00:59:34,765 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 01:00:04,832 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 01:00:22,048 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.48376, Head : 0.32881, Avg : 0.40629 + MR: Tail : 289.99, Head : 464.68, Avg : 377.33 + Hit-1: Tail : 0.37787, Head : 0.23209, Avg : 0.30498 + Hit-3: Tail : 0.54528, Head : 0.37055, Avg : 0.45791 + Hit-10: Tail : 0.668, Head : 0.50826, Avg : 0.58813 +2023-06-04 01:00:22,490 - testrun_d2ab6391 - [INFO] - [Epoch 179]: Training Loss: 0.0010456, Valid MRR: 0.41362, + + + +2023-06-04 01:00:23,868 - testrun_d2ab6391 - [INFO] - [E:180| 0]: Train Loss:0.0010178, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:01:51,194 - testrun_d2ab6391 - [INFO] - [E:180| 100]: Train Loss:0.0010484, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:03:53,546 - testrun_d2ab6391 - [INFO] - [E:180| 200]: Train Loss:0.0010449, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:05:58,294 - testrun_d2ab6391 - [INFO] - [E:180| 300]: Train Loss:0.0010446, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:08:03,261 - testrun_d2ab6391 - [INFO] - [E:180| 400]: Train Loss:0.0010443, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:10:07,802 - testrun_d2ab6391 - [INFO] - [E:180| 500]: Train Loss:0.0010444, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:12:12,297 - testrun_d2ab6391 - [INFO] - [E:180| 600]: Train Loss:0.0010453, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:14:16,844 - testrun_d2ab6391 - [INFO] - [E:180| 700]: Train Loss:0.0010459, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:16:21,546 - testrun_d2ab6391 - [INFO] - [E:180| 800]: Train Loss:0.0010456, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:18:26,160 - testrun_d2ab6391 - [INFO] - [E:180| 900]: Train Loss:0.0010446, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:20:30,811 - testrun_d2ab6391 - [INFO] - [E:180| 1000]: Train Loss:0.0010444, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:21:57,679 - testrun_d2ab6391 - [INFO] - [E:180| 1100]: Train Loss:0.0010445, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:23:34,628 - testrun_d2ab6391 - [INFO] - [E:180| 1200]: Train Loss:0.0010448, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:25:39,196 - testrun_d2ab6391 - [INFO] - [E:180| 1300]: Train Loss:0.001045, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:27:43,968 - testrun_d2ab6391 - [INFO] - [E:180| 1400]: Train Loss:0.0010447, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:29:48,523 - testrun_d2ab6391 - [INFO] - [E:180| 1500]: Train Loss:0.0010449, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:31:53,160 - testrun_d2ab6391 - [INFO] - [E:180| 1600]: Train Loss:0.0010451, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:33:14,712 - testrun_d2ab6391 - [INFO] - [Epoch:180]: Training Loss:0.001045 + +2023-06-04 01:33:15,661 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 01:34:00,373 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 01:34:26,417 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 01:35:11,397 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 01:35:37,052 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.47998, Head : 0.32408, Avg : 0.40203 + +2023-06-04 01:35:37,525 - testrun_d2ab6391 - [INFO] - [Epoch 180]: Training Loss: 0.0010452, Valid MRR: 0.41362, + + + +2023-06-04 01:35:39,190 - testrun_d2ab6391 - [INFO] - [E:181| 0]: Train Loss:0.001004, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:37:43,609 - testrun_d2ab6391 - [INFO] - [E:181| 100]: Train Loss:0.0010411, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:39:48,324 - testrun_d2ab6391 - [INFO] - [E:181| 200]: Train Loss:0.00104, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:41:46,240 - testrun_d2ab6391 - [INFO] - [E:181| 300]: Train Loss:0.0010411, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 01:43:13,461 - testrun_d2ab6391 - [INFO] - [E:181| 400]: Train Loss:0.0010419, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 02:08:03,227 - testrun_d2ab6391 - [INFO] - [Epoch:181]: Training Loss:0.001045 + +2023-06-04 02:47:16,809 - testrun_d2ab6391 - [INFO] - [E:183| 100]: Train Loss:0.0010402, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 02:49:21,106 - testrun_d2ab6391 - [INFO] - [E:183| 200]: Train Loss:0.0010387, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 02:51:25,365 - testrun_d2ab6391 - [INFO] - [E:183| 300]: Train Loss:0.0010407, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 02:53:29,698 - testrun_d2ab6391 - [INFO] - [E:183| 400]: Train Loss:0.0010415, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 02:55:34,087 - testrun_d2ab6391 - [INFO] - [E:183| 500]: Train Loss:0.0010413, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 02:57:38,302 - testrun_d2ab6391 - [INFO] - [E:183| 600]: Train Loss:0.0010419, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 02:59:42,742 - testrun_d2ab6391 - [INFO] - [E:183| 700]: Train Loss:0.0010417, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:01:47,064 - testrun_d2ab6391 - [INFO] - [E:183| 800]: Train Loss:0.0010421, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:03:51,191 - testrun_d2ab6391 - [INFO] - [E:183| 900]: Train Loss:0.0010427, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:05:51,385 - testrun_d2ab6391 - [INFO] - [E:183| 1000]: Train Loss:0.0010429, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:07:18,237 - testrun_d2ab6391 - [INFO] - [E:183| 1100]: Train Loss:0.0010432, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:08:58,250 - testrun_d2ab6391 - [INFO] - [E:183| 1200]: Train Loss:0.0010431, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:11:02,583 - testrun_d2ab6391 - [INFO] - [E:183| 1300]: Train Loss:0.0010428, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:13:06,986 - testrun_d2ab6391 - [INFO] - [E:183| 1400]: Train Loss:0.001043, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:15:11,294 - testrun_d2ab6391 - [INFO] - [E:183| 1500]: Train Loss:0.0010433, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:17:15,575 - testrun_d2ab6391 - [INFO] - [E:183| 1600]: Train Loss:0.0010433, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:18:36,832 - testrun_d2ab6391 - [INFO] - [Epoch:183]: Training Loss:0.001043 + +2023-06-04 03:18:37,381 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 03:19:21,709 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 03:19:47,309 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 03:20:31,904 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 03:20:57,200 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.48317, Head : 0.32677, Avg : 0.40497 + +2023-06-04 03:20:57,271 - testrun_d2ab6391 - [INFO] - [Epoch 183]: Training Loss: 0.0010431, Valid MRR: 0.41362, + + + +2023-06-04 03:20:58,594 - testrun_d2ab6391 - [INFO] - [E:184| 0]: Train Loss:0.0010578, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:23:02,809 - testrun_d2ab6391 - [INFO] - [E:184| 100]: Train Loss:0.0010483, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:25:07,188 - testrun_d2ab6391 - [INFO] - [E:184| 200]: Train Loss:0.001047, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:27:03,201 - testrun_d2ab6391 - [INFO] - [E:184| 300]: Train Loss:0.0010461, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:28:30,163 - testrun_d2ab6391 - [INFO] - [E:184| 400]: Train Loss:0.0010439, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:30:14,356 - testrun_d2ab6391 - [INFO] - [E:184| 500]: Train Loss:0.0010444, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:32:18,508 - testrun_d2ab6391 - [INFO] - [E:184| 600]: Train Loss:0.0010449, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:34:22,807 - testrun_d2ab6391 - [INFO] - [E:184| 700]: Train Loss:0.001045, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:36:27,053 - testrun_d2ab6391 - [INFO] - [E:184| 800]: Train Loss:0.0010442, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:38:31,348 - testrun_d2ab6391 - [INFO] - [E:184| 900]: Train Loss:0.0010439, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:40:35,463 - testrun_d2ab6391 - [INFO] - [E:184| 1000]: Train Loss:0.0010441, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:42:39,742 - testrun_d2ab6391 - [INFO] - [E:184| 1100]: Train Loss:0.0010442, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:44:43,898 - testrun_d2ab6391 - [INFO] - [E:184| 1200]: Train Loss:0.0010438, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:46:48,258 - testrun_d2ab6391 - [INFO] - [E:184| 1300]: Train Loss:0.0010433, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:48:33,229 - testrun_d2ab6391 - [INFO] - [E:184| 1400]: Train Loss:0.0010431, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:49:59,979 - testrun_d2ab6391 - [INFO] - [E:184| 1500]: Train Loss:0.001043, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:51:55,317 - testrun_d2ab6391 - [INFO] - [E:184| 1600]: Train Loss:0.0010428, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:53:16,375 - testrun_d2ab6391 - [INFO] - [Epoch:184]: Training Loss:0.001043 + +2023-06-04 03:53:16,906 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 03:54:01,212 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 03:54:26,866 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 03:55:11,558 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 03:55:36,974 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.48539, Head : 0.32924, Avg : 0.40731 + +2023-06-04 03:55:37,034 - testrun_d2ab6391 - [INFO] - [Epoch 184]: Training Loss: 0.0010428, Valid MRR: 0.41362, + + + +2023-06-04 03:55:38,386 - testrun_d2ab6391 - [INFO] - [E:185| 0]: Train Loss:0.0010242, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:57:42,671 - testrun_d2ab6391 - [INFO] - [E:185| 100]: Train Loss:0.0010421, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 03:59:46,988 - testrun_d2ab6391 - [INFO] - [E:185| 200]: Train Loss:0.00104, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:01:51,306 - testrun_d2ab6391 - [INFO] - [E:185| 300]: Train Loss:0.0010397, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:03:55,537 - testrun_d2ab6391 - [INFO] - [E:185| 400]: Train Loss:0.0010405, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:05:59,681 - testrun_d2ab6391 - [INFO] - [E:185| 500]: Train Loss:0.0010404, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:08:03,711 - testrun_d2ab6391 - [INFO] - [E:185| 600]: Train Loss:0.0010412, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:09:44,676 - testrun_d2ab6391 - [INFO] - [E:185| 700]: Train Loss:0.0010422, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:11:11,438 - testrun_d2ab6391 - [INFO] - [E:185| 800]: Train Loss:0.0010423, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:13:10,765 - testrun_d2ab6391 - [INFO] - [E:185| 900]: Train Loss:0.0010423, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:15:14,954 - testrun_d2ab6391 - [INFO] - [E:185| 1000]: Train Loss:0.0010419, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:17:19,282 - testrun_d2ab6391 - [INFO] - [E:185| 1100]: Train Loss:0.0010417, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:19:23,527 - testrun_d2ab6391 - [INFO] - [E:185| 1200]: Train Loss:0.0010421, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:21:27,814 - testrun_d2ab6391 - [INFO] - [E:185| 1300]: Train Loss:0.0010421, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:23:32,150 - testrun_d2ab6391 - [INFO] - [E:185| 1400]: Train Loss:0.0010422, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:25:36,353 - testrun_d2ab6391 - [INFO] - [E:185| 1500]: Train Loss:0.0010422, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:27:40,844 - testrun_d2ab6391 - [INFO] - [E:185| 1600]: Train Loss:0.0010422, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:29:01,986 - testrun_d2ab6391 - [INFO] - [Epoch:185]: Training Loss:0.001042 + +2023-06-04 04:29:02,482 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 04:29:46,808 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 04:30:07,369 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 04:30:36,959 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 04:30:53,708 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.48157, Head : 0.33073, Avg : 0.40615 + +2023-06-04 04:30:53,778 - testrun_d2ab6391 - [INFO] - [Epoch 185]: Training Loss: 0.0010421, Valid MRR: 0.41362, + + + +2023-06-04 04:30:54,697 - testrun_d2ab6391 - [INFO] - [E:186| 0]: Train Loss:0.0010393, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:32:21,483 - testrun_d2ab6391 - [INFO] - [E:186| 100]: Train Loss:0.0010455, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:34:22,028 - testrun_d2ab6391 - [INFO] - [E:186| 200]: Train Loss:0.0010445, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:36:26,414 - testrun_d2ab6391 - [INFO] - [E:186| 300]: Train Loss:0.0010431, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:38:30,641 - testrun_d2ab6391 - [INFO] - [E:186| 400]: Train Loss:0.0010421, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:40:34,614 - testrun_d2ab6391 - [INFO] - [E:186| 500]: Train Loss:0.0010421, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:42:38,736 - testrun_d2ab6391 - [INFO] - [E:186| 600]: Train Loss:0.0010423, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:44:43,041 - testrun_d2ab6391 - [INFO] - [E:186| 700]: Train Loss:0.0010428, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:46:47,266 - testrun_d2ab6391 - [INFO] - [E:186| 800]: Train Loss:0.0010424, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:48:51,550 - testrun_d2ab6391 - [INFO] - [E:186| 900]: Train Loss:0.001042, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:50:55,869 - testrun_d2ab6391 - [INFO] - [E:186| 1000]: Train Loss:0.001042, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:52:24,313 - testrun_d2ab6391 - [INFO] - [E:186| 1100]: Train Loss:0.0010416, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:53:58,284 - testrun_d2ab6391 - [INFO] - [E:186| 1200]: Train Loss:0.0010414, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:56:02,457 - testrun_d2ab6391 - [INFO] - [E:186| 1300]: Train Loss:0.0010415, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 04:58:06,813 - testrun_d2ab6391 - [INFO] - [E:186| 1400]: Train Loss:0.0010415, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:00:11,193 - testrun_d2ab6391 - [INFO] - [E:186| 1500]: Train Loss:0.0010415, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:02:15,449 - testrun_d2ab6391 - [INFO] - [E:186| 1600]: Train Loss:0.0010416, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:03:36,606 - testrun_d2ab6391 - [INFO] - [Epoch:186]: Training Loss:0.001042 + +2023-06-04 05:03:37,195 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 05:04:21,578 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 05:04:47,237 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 05:05:31,862 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 05:05:57,258 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.48321, Head : 0.32977, Avg : 0.40649 + +2023-06-04 05:05:57,309 - testrun_d2ab6391 - [INFO] - [Epoch 186]: Training Loss: 0.0010419, Valid MRR: 0.41362, + + + +2023-06-04 05:05:58,600 - testrun_d2ab6391 - [INFO] - [E:187| 0]: Train Loss:0.0010435, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:08:02,804 - testrun_d2ab6391 - [INFO] - [E:187| 100]: Train Loss:0.0010448, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:10:07,030 - testrun_d2ab6391 - [INFO] - [E:187| 200]: Train Loss:0.0010438, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:12:09,207 - testrun_d2ab6391 - [INFO] - [E:187| 300]: Train Loss:0.0010436, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:13:36,103 - testrun_d2ab6391 - [INFO] - [E:187| 400]: Train Loss:0.0010414, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:15:13,988 - testrun_d2ab6391 - [INFO] - [E:187| 500]: Train Loss:0.0010409, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:17:18,271 - testrun_d2ab6391 - [INFO] - [E:187| 600]: Train Loss:0.0010401, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:19:22,672 - testrun_d2ab6391 - [INFO] - [E:187| 700]: Train Loss:0.0010399, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:21:27,011 - testrun_d2ab6391 - [INFO] - [E:187| 800]: Train Loss:0.0010404, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:23:31,388 - testrun_d2ab6391 - [INFO] - [E:187| 900]: Train Loss:0.0010401, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:25:35,654 - testrun_d2ab6391 - [INFO] - [E:187| 1000]: Train Loss:0.0010406, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:27:39,752 - testrun_d2ab6391 - [INFO] - [E:187| 1100]: Train Loss:0.0010409, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:29:43,905 - testrun_d2ab6391 - [INFO] - [E:187| 1200]: Train Loss:0.0010409, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:31:48,137 - testrun_d2ab6391 - [INFO] - [E:187| 1300]: Train Loss:0.0010409, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:33:39,469 - testrun_d2ab6391 - [INFO] - [E:187| 1400]: Train Loss:0.0010407, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:35:06,439 - testrun_d2ab6391 - [INFO] - [E:187| 1500]: Train Loss:0.0010411, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:36:55,649 - testrun_d2ab6391 - [INFO] - [E:187| 1600]: Train Loss:0.001041, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:38:16,829 - testrun_d2ab6391 - [INFO] - [Epoch:187]: Training Loss:0.001041 + +2023-06-04 05:38:17,416 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 05:39:01,732 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 05:39:27,449 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 05:40:12,006 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 05:40:37,393 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.48319, Head : 0.32915, Avg : 0.40617 + +2023-06-04 05:40:37,453 - testrun_d2ab6391 - [INFO] - [Epoch 187]: Training Loss: 0.0010414, Valid MRR: 0.41362, + + + +2023-06-04 05:40:38,834 - testrun_d2ab6391 - [INFO] - [E:188| 0]: Train Loss:0.0010232, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:42:42,956 - testrun_d2ab6391 - [INFO] - [E:188| 100]: Train Loss:0.0010406, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:44:47,090 - testrun_d2ab6391 - [INFO] - [E:188| 200]: Train Loss:0.0010423, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:46:51,501 - testrun_d2ab6391 - [INFO] - [E:188| 300]: Train Loss:0.0010438, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:48:55,831 - testrun_d2ab6391 - [INFO] - [E:188| 400]: Train Loss:0.0010426, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:51:00,174 - testrun_d2ab6391 - [INFO] - [E:188| 500]: Train Loss:0.0010409, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:53:04,371 - testrun_d2ab6391 - [INFO] - [E:188| 600]: Train Loss:0.0010404, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:54:51,893 - testrun_d2ab6391 - [INFO] - [E:188| 700]: Train Loss:0.0010403, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:56:18,880 - testrun_d2ab6391 - [INFO] - [E:188| 800]: Train Loss:0.001041, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 05:58:11,586 - testrun_d2ab6391 - [INFO] - [E:188| 900]: Train Loss:0.0010407, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:00:16,076 - testrun_d2ab6391 - [INFO] - [E:188| 1000]: Train Loss:0.0010402, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:02:20,294 - testrun_d2ab6391 - [INFO] - [E:188| 1100]: Train Loss:0.0010407, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:04:24,708 - testrun_d2ab6391 - [INFO] - [E:188| 1200]: Train Loss:0.0010405, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:06:29,203 - testrun_d2ab6391 - [INFO] - [E:188| 1300]: Train Loss:0.0010403, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:08:33,386 - testrun_d2ab6391 - [INFO] - [E:188| 1400]: Train Loss:0.0010406, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:10:37,671 - testrun_d2ab6391 - [INFO] - [E:188| 1500]: Train Loss:0.0010408, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:12:41,968 - testrun_d2ab6391 - [INFO] - [E:188| 1600]: Train Loss:0.0010405, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:14:03,064 - testrun_d2ab6391 - [INFO] - [Epoch:188]: Training Loss:0.001041 + +2023-06-04 06:14:03,640 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 06:14:47,874 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 06:15:13,557 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 06:15:44,788 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 06:16:01,619 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.48276, Head : 0.32877, Avg : 0.40577 + +2023-06-04 06:16:01,690 - testrun_d2ab6391 - [INFO] - [Epoch 188]: Training Loss: 0.0010406, Valid MRR: 0.41362, + + + +2023-06-04 06:16:02,674 - testrun_d2ab6391 - [INFO] - [E:189| 0]: Train Loss:0.0010426, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:17:29,712 - testrun_d2ab6391 - [INFO] - [E:189| 100]: Train Loss:0.0010478, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:19:25,294 - testrun_d2ab6391 - [INFO] - [E:189| 200]: Train Loss:0.0010414, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:21:29,395 - testrun_d2ab6391 - [INFO] - [E:189| 300]: Train Loss:0.0010422, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:23:33,735 - testrun_d2ab6391 - [INFO] - [E:189| 400]: Train Loss:0.0010415, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:25:37,975 - testrun_d2ab6391 - [INFO] - [E:189| 500]: Train Loss:0.0010411, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:27:42,395 - testrun_d2ab6391 - [INFO] - [E:189| 600]: Train Loss:0.0010409, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:29:46,951 - testrun_d2ab6391 - [INFO] - [E:189| 700]: Train Loss:0.0010409, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:31:51,156 - testrun_d2ab6391 - [INFO] - [E:189| 800]: Train Loss:0.0010408, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:33:55,368 - testrun_d2ab6391 - [INFO] - [E:189| 900]: Train Loss:0.0010412, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:35:59,689 - testrun_d2ab6391 - [INFO] - [E:189| 1000]: Train Loss:0.0010412, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:37:32,973 - testrun_d2ab6391 - [INFO] - [E:189| 1100]: Train Loss:0.0010407, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:39:02,072 - testrun_d2ab6391 - [INFO] - [E:189| 1200]: Train Loss:0.0010403, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:41:06,392 - testrun_d2ab6391 - [INFO] - [E:189| 1300]: Train Loss:0.0010401, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:43:10,421 - testrun_d2ab6391 - [INFO] - [E:189| 1400]: Train Loss:0.0010398, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:45:14,588 - testrun_d2ab6391 - [INFO] - [E:189| 1500]: Train Loss:0.00104, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:47:18,932 - testrun_d2ab6391 - [INFO] - [E:189| 1600]: Train Loss:0.0010399, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:48:40,045 - testrun_d2ab6391 - [INFO] - [Epoch:189]: Training Loss:0.00104 + +2023-06-04 06:48:40,521 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 06:49:24,796 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 06:49:50,467 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 06:50:35,053 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 06:51:00,452 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.48362, Head : 0.32922, Avg : 0.40642 + MR: Tail : 296.62, Head : 466.51, Avg : 381.57 + Hit-1: Tail : 0.3753, Head : 0.23184, Avg : 0.30357 + Hit-3: Tail : 0.55092, Head : 0.37163, Avg : 0.46128 + Hit-10: Tail : 0.67305, Head : 0.51405, Avg : 0.59355 +2023-06-04 06:51:00,534 - testrun_d2ab6391 - [INFO] - [Epoch 189]: Training Loss: 0.0010401, Valid MRR: 0.41362, + + + +2023-06-04 06:51:01,881 - testrun_d2ab6391 - [INFO] - [E:190| 0]: Train Loss:0.00099829, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:53:05,874 - testrun_d2ab6391 - [INFO] - [E:190| 100]: Train Loss:0.0010415, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:55:10,102 - testrun_d2ab6391 - [INFO] - [E:190| 200]: Train Loss:0.0010438, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:57:14,404 - testrun_d2ab6391 - [INFO] - [E:190| 300]: Train Loss:0.0010427, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 06:58:44,412 - testrun_d2ab6391 - [INFO] - [E:190| 400]: Train Loss:0.0010408, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:00:17,679 - testrun_d2ab6391 - [INFO] - [E:190| 500]: Train Loss:0.0010399, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:02:21,834 - testrun_d2ab6391 - [INFO] - [E:190| 600]: Train Loss:0.0010391, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:04:26,046 - testrun_d2ab6391 - [INFO] - [E:190| 700]: Train Loss:0.0010393, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:06:30,287 - testrun_d2ab6391 - [INFO] - [E:190| 800]: Train Loss:0.0010396, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:08:34,588 - testrun_d2ab6391 - [INFO] - [E:190| 900]: Train Loss:0.0010393, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:10:38,797 - testrun_d2ab6391 - [INFO] - [E:190| 1000]: Train Loss:0.0010394, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:12:43,055 - testrun_d2ab6391 - [INFO] - [E:190| 1100]: Train Loss:0.0010396, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:14:47,361 - testrun_d2ab6391 - [INFO] - [E:190| 1200]: Train Loss:0.0010395, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:16:51,569 - testrun_d2ab6391 - [INFO] - [E:190| 1300]: Train Loss:0.0010397, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:18:47,565 - testrun_d2ab6391 - [INFO] - [E:190| 1400]: Train Loss:0.0010395, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:20:14,579 - testrun_d2ab6391 - [INFO] - [E:190| 1500]: Train Loss:0.0010391, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:21:58,859 - testrun_d2ab6391 - [INFO] - [E:190| 1600]: Train Loss:0.0010393, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:23:19,862 - testrun_d2ab6391 - [INFO] - [Epoch:190]: Training Loss:0.001039 + +2023-06-04 07:23:20,443 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 07:24:04,723 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 07:24:30,460 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 07:25:15,095 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 07:25:40,552 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.48157, Head : 0.33215, Avg : 0.40686 + +2023-06-04 07:25:40,628 - testrun_d2ab6391 - [INFO] - [Epoch 190]: Training Loss: 0.0010393, Valid MRR: 0.41362, + + + +2023-06-04 07:25:41,968 - testrun_d2ab6391 - [INFO] - [E:191| 0]: Train Loss:0.0010064, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:27:46,358 - testrun_d2ab6391 - [INFO] - [E:191| 100]: Train Loss:0.0010392, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:29:50,608 - testrun_d2ab6391 - [INFO] - [E:191| 200]: Train Loss:0.0010377, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:31:54,782 - testrun_d2ab6391 - [INFO] - [E:191| 300]: Train Loss:0.0010371, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:33:59,065 - testrun_d2ab6391 - [INFO] - [E:191| 400]: Train Loss:0.0010376, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:36:03,413 - testrun_d2ab6391 - [INFO] - [E:191| 500]: Train Loss:0.0010382, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:38:07,584 - testrun_d2ab6391 - [INFO] - [E:191| 600]: Train Loss:0.0010385, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:39:59,888 - testrun_d2ab6391 - [INFO] - [E:191| 700]: Train Loss:0.0010389, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:41:26,839 - testrun_d2ab6391 - [INFO] - [E:191| 800]: Train Loss:0.0010392, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:43:14,729 - testrun_d2ab6391 - [INFO] - [E:191| 900]: Train Loss:0.0010393, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:45:19,012 - testrun_d2ab6391 - [INFO] - [E:191| 1000]: Train Loss:0.001039, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:47:23,197 - testrun_d2ab6391 - [INFO] - [E:191| 1100]: Train Loss:0.0010388, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:49:27,377 - testrun_d2ab6391 - [INFO] - [E:191| 1200]: Train Loss:0.001039, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:51:31,592 - testrun_d2ab6391 - [INFO] - [E:191| 1300]: Train Loss:0.001039, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:53:35,742 - testrun_d2ab6391 - [INFO] - [E:191| 1400]: Train Loss:0.0010392, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:55:39,969 - testrun_d2ab6391 - [INFO] - [E:191| 1500]: Train Loss:0.0010391, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:57:44,247 - testrun_d2ab6391 - [INFO] - [E:191| 1600]: Train Loss:0.0010393, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 07:59:05,287 - testrun_d2ab6391 - [INFO] - [Epoch:191]: Training Loss:0.001039 + +2023-06-04 07:59:05,902 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 07:59:50,155 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 08:00:15,813 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 08:00:52,672 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 08:01:09,603 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.48108, Head : 0.33237, Avg : 0.40672 + +2023-06-04 08:01:09,684 - testrun_d2ab6391 - [INFO] - [Epoch 191]: Training Loss: 0.0010392, Valid MRR: 0.41362, + + + +2023-06-04 08:01:10,608 - testrun_d2ab6391 - [INFO] - [E:192| 0]: Train Loss:0.0010061, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:02:37,602 - testrun_d2ab6391 - [INFO] - [E:192| 100]: Train Loss:0.0010429, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:04:27,709 - testrun_d2ab6391 - [INFO] - [E:192| 200]: Train Loss:0.0010405, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:06:31,627 - testrun_d2ab6391 - [INFO] - [E:192| 300]: Train Loss:0.0010404, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:08:35,890 - testrun_d2ab6391 - [INFO] - [E:192| 400]: Train Loss:0.0010395, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:10:40,674 - testrun_d2ab6391 - [INFO] - [E:192| 500]: Train Loss:0.0010385, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:12:45,370 - testrun_d2ab6391 - [INFO] - [E:192| 600]: Train Loss:0.0010392, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:14:50,001 - testrun_d2ab6391 - [INFO] - [E:192| 700]: Train Loss:0.0010392, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:16:54,568 - testrun_d2ab6391 - [INFO] - [E:192| 800]: Train Loss:0.0010385, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:18:59,330 - testrun_d2ab6391 - [INFO] - [E:192| 900]: Train Loss:0.001039, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:21:04,074 - testrun_d2ab6391 - [INFO] - [E:192| 1000]: Train Loss:0.0010387, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:22:42,058 - testrun_d2ab6391 - [INFO] - [E:192| 1100]: Train Loss:0.0010386, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:24:07,826 - testrun_d2ab6391 - [INFO] - [E:192| 1200]: Train Loss:0.0010383, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:26:07,749 - testrun_d2ab6391 - [INFO] - [E:192| 1300]: Train Loss:0.0010381, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:28:12,461 - testrun_d2ab6391 - [INFO] - [E:192| 1400]: Train Loss:0.0010378, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:30:17,156 - testrun_d2ab6391 - [INFO] - [E:192| 1500]: Train Loss:0.0010379, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:32:21,717 - testrun_d2ab6391 - [INFO] - [E:192| 1600]: Train Loss:0.001038, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:33:43,361 - testrun_d2ab6391 - [INFO] - [Epoch:192]: Training Loss:0.001038 + +2023-06-04 08:33:44,317 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 08:34:29,075 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 08:34:55,177 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 08:35:40,245 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 08:36:06,122 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.48288, Head : 0.32949, Avg : 0.40619 + +2023-06-04 08:36:06,624 - testrun_d2ab6391 - [INFO] - [Epoch 192]: Training Loss: 0.001038, Valid MRR: 0.41362, + + + +2023-06-04 08:36:08,271 - testrun_d2ab6391 - [INFO] - [E:193| 0]: Train Loss:0.0010459, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:38:12,845 - testrun_d2ab6391 - [INFO] - [E:193| 100]: Train Loss:0.0010395, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:40:17,618 - testrun_d2ab6391 - [INFO] - [E:193| 200]: Train Loss:0.0010382, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:42:21,997 - testrun_d2ab6391 - [INFO] - [E:193| 300]: Train Loss:0.0010378, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:43:57,347 - testrun_d2ab6391 - [INFO] - [E:193| 400]: Train Loss:0.0010388, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:45:23,535 - testrun_d2ab6391 - [INFO] - [E:193| 500]: Train Loss:0.0010379, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:47:26,238 - testrun_d2ab6391 - [INFO] - [E:193| 600]: Train Loss:0.0010373, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:49:30,807 - testrun_d2ab6391 - [INFO] - [E:193| 700]: Train Loss:0.0010371, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:51:35,393 - testrun_d2ab6391 - [INFO] - [E:193| 800]: Train Loss:0.0010377, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:53:39,949 - testrun_d2ab6391 - [INFO] - [E:193| 900]: Train Loss:0.0010379, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:55:44,727 - testrun_d2ab6391 - [INFO] - [E:193| 1000]: Train Loss:0.0010379, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:57:49,303 - testrun_d2ab6391 - [INFO] - [E:193| 1100]: Train Loss:0.0010377, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 08:59:53,835 - testrun_d2ab6391 - [INFO] - [E:193| 1200]: Train Loss:0.0010374, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:01:58,420 - testrun_d2ab6391 - [INFO] - [E:193| 1300]: Train Loss:0.0010377, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:04:03,121 - testrun_d2ab6391 - [INFO] - [E:193| 1400]: Train Loss:0.0010379, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:05:29,998 - testrun_d2ab6391 - [INFO] - [E:193| 1500]: Train Loss:0.001038, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:07:02,952 - testrun_d2ab6391 - [INFO] - [E:193| 1600]: Train Loss:0.0010379, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:08:24,473 - testrun_d2ab6391 - [INFO] - [Epoch:193]: Training Loss:0.001038 + +2023-06-04 09:08:25,358 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 09:09:09,860 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 09:09:35,997 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 09:10:20,999 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 09:10:46,882 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.48372, Head : 0.32964, Avg : 0.40668 + +2023-06-04 09:10:47,389 - testrun_d2ab6391 - [INFO] - [Epoch 193]: Training Loss: 0.0010377, Valid MRR: 0.41362, + + + +2023-06-04 09:10:49,099 - testrun_d2ab6391 - [INFO] - [E:194| 0]: Train Loss:0.00097978, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:12:53,608 - testrun_d2ab6391 - [INFO] - [E:194| 100]: Train Loss:0.0010434, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:14:58,315 - testrun_d2ab6391 - [INFO] - [E:194| 200]: Train Loss:0.0010385, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:17:02,762 - testrun_d2ab6391 - [INFO] - [E:194| 300]: Train Loss:0.0010361, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:19:07,398 - testrun_d2ab6391 - [INFO] - [E:194| 400]: Train Loss:0.001037, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:21:11,995 - testrun_d2ab6391 - [INFO] - [E:194| 500]: Train Loss:0.0010376, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:23:16,430 - testrun_d2ab6391 - [INFO] - [E:194| 600]: Train Loss:0.0010374, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:25:18,547 - testrun_d2ab6391 - [INFO] - [E:194| 700]: Train Loss:0.0010375, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:29:09,138 - testrun_d2ab6391 - [INFO] - [E:194| 1000]: Train Loss:0.0010373, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:30:12,316 - testrun_d2ab6391 - [INFO] - [E:194| 1100]: Train Loss:0.0010374, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:31:15,482 - testrun_d2ab6391 - [INFO] - [E:194| 1200]: Train Loss:0.0010376, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:32:18,604 - testrun_d2ab6391 - [INFO] - [E:194| 1300]: Train Loss:0.0010375, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:33:21,753 - testrun_d2ab6391 - [INFO] - [E:194| 1400]: Train Loss:0.0010375, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:34:24,822 - testrun_d2ab6391 - [INFO] - [E:194| 1500]: Train Loss:0.0010374, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:35:27,922 - testrun_d2ab6391 - [INFO] - [E:194| 1600]: Train Loss:0.0010374, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:36:09,091 - testrun_d2ab6391 - [INFO] - [Epoch:194]: Training Loss:0.001037 + +2023-06-04 09:36:09,360 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 09:36:30,683 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 09:36:43,046 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 09:37:04,553 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 09:37:16,819 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.48169, Head : 0.32383, Avg : 0.40276 + +2023-06-04 09:37:16,870 - testrun_d2ab6391 - [INFO] - [Epoch 194]: Training Loss: 0.0010375, Valid MRR: 0.41362, + + + +2023-06-04 09:37:17,571 - testrun_d2ab6391 - [INFO] - [E:195| 0]: Train Loss:0.0010225, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:38:20,742 - testrun_d2ab6391 - [INFO] - [E:195| 100]: Train Loss:0.0010385, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:39:23,993 - testrun_d2ab6391 - [INFO] - [E:195| 200]: Train Loss:0.0010363, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:40:27,366 - testrun_d2ab6391 - [INFO] - [E:195| 300]: Train Loss:0.0010362, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:41:30,590 - testrun_d2ab6391 - [INFO] - [E:195| 400]: Train Loss:0.0010368, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:42:33,809 - testrun_d2ab6391 - [INFO] - [E:195| 500]: Train Loss:0.0010371, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:43:37,424 - testrun_d2ab6391 - [INFO] - [E:195| 600]: Train Loss:0.0010372, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:45:34,543 - testrun_d2ab6391 - [INFO] - [E:195| 700]: Train Loss:0.0010376, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:47:37,291 - testrun_d2ab6391 - [INFO] - [E:195| 800]: Train Loss:0.0010375, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:49:40,152 - testrun_d2ab6391 - [INFO] - [E:195| 900]: Train Loss:0.0010371, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:51:43,451 - testrun_d2ab6391 - [INFO] - [E:195| 1000]: Train Loss:0.001037, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:53:47,353 - testrun_d2ab6391 - [INFO] - [E:195| 1100]: Train Loss:0.0010369, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:55:51,408 - testrun_d2ab6391 - [INFO] - [E:195| 1200]: Train Loss:0.0010368, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:57:55,378 - testrun_d2ab6391 - [INFO] - [E:195| 1300]: Train Loss:0.0010369, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 09:59:59,674 - testrun_d2ab6391 - [INFO] - [E:195| 1400]: Train Loss:0.0010366, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:02:03,638 - testrun_d2ab6391 - [INFO] - [E:195| 1500]: Train Loss:0.0010364, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:03:34,189 - testrun_d2ab6391 - [INFO] - [E:195| 1600]: Train Loss:0.0010363, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:04:31,662 - testrun_d2ab6391 - [INFO] - [Epoch:195]: Training Loss:0.001037 + +2023-06-04 10:04:32,009 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 10:05:01,575 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 10:05:21,233 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 10:06:05,325 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 10:06:30,424 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.48553, Head : 0.32548, Avg : 0.4055 + +2023-06-04 10:06:30,475 - testrun_d2ab6391 - [INFO] - [Epoch 195]: Training Loss: 0.0010366, Valid MRR: 0.41362, + + + +2023-06-04 10:06:31,759 - testrun_d2ab6391 - [INFO] - [E:196| 0]: Train Loss:0.0010158, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:08:34,617 - testrun_d2ab6391 - [INFO] - [E:196| 100]: Train Loss:0.0010344, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:10:37,476 - testrun_d2ab6391 - [INFO] - [E:196| 200]: Train Loss:0.0010333, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:12:40,323 - testrun_d2ab6391 - [INFO] - [E:196| 300]: Train Loss:0.0010337, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:14:43,174 - testrun_d2ab6391 - [INFO] - [E:196| 400]: Train Loss:0.001035, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:16:46,147 - testrun_d2ab6391 - [INFO] - [E:196| 500]: Train Loss:0.0010333, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:18:48,964 - testrun_d2ab6391 - [INFO] - [E:196| 600]: Train Loss:0.0010332, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:20:51,694 - testrun_d2ab6391 - [INFO] - [E:196| 700]: Train Loss:0.0010339, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:22:54,713 - testrun_d2ab6391 - [INFO] - [E:196| 800]: Train Loss:0.0010347, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:24:46,385 - testrun_d2ab6391 - [INFO] - [E:196| 900]: Train Loss:0.001035, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:26:28,059 - testrun_d2ab6391 - [INFO] - [E:196| 1000]: Train Loss:0.0010355, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:28:30,697 - testrun_d2ab6391 - [INFO] - [E:196| 1100]: Train Loss:0.0010357, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:30:33,396 - testrun_d2ab6391 - [INFO] - [E:196| 1200]: Train Loss:0.0010358, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:32:36,004 - testrun_d2ab6391 - [INFO] - [E:196| 1300]: Train Loss:0.0010359, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:34:38,769 - testrun_d2ab6391 - [INFO] - [E:196| 1400]: Train Loss:0.0010361, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:36:41,596 - testrun_d2ab6391 - [INFO] - [E:196| 1500]: Train Loss:0.001036, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:38:44,341 - testrun_d2ab6391 - [INFO] - [E:196| 1600]: Train Loss:0.0010359, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:40:04,589 - testrun_d2ab6391 - [INFO] - [Epoch:196]: Training Loss:0.001036 + +2023-06-04 10:40:05,081 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 10:40:48,685 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 10:41:13,867 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 10:41:57,698 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 10:42:22,648 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.48058, Head : 0.32948, Avg : 0.40503 + +2023-06-04 10:42:22,701 - testrun_d2ab6391 - [INFO] - [Epoch 196]: Training Loss: 0.0010362, Valid MRR: 0.41362, + + + +2023-06-04 10:42:23,999 - testrun_d2ab6391 - [INFO] - [E:197| 0]: Train Loss:0.0010105, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:44:26,504 - testrun_d2ab6391 - [INFO] - [E:197| 100]: Train Loss:0.0010353, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:46:10,651 - testrun_d2ab6391 - [INFO] - [E:197| 200]: Train Loss:0.0010343, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:48:00,428 - testrun_d2ab6391 - [INFO] - [E:197| 300]: Train Loss:0.0010346, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:50:02,815 - testrun_d2ab6391 - [INFO] - [E:197| 400]: Train Loss:0.0010352, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:52:05,422 - testrun_d2ab6391 - [INFO] - [E:197| 500]: Train Loss:0.0010358, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:54:08,001 - testrun_d2ab6391 - [INFO] - [E:197| 600]: Train Loss:0.0010349, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:56:10,475 - testrun_d2ab6391 - [INFO] - [E:197| 700]: Train Loss:0.0010352, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 10:58:12,999 - testrun_d2ab6391 - [INFO] - [E:197| 800]: Train Loss:0.0010347, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:00:15,601 - testrun_d2ab6391 - [INFO] - [E:197| 900]: Train Loss:0.0010355, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:02:17,990 - testrun_d2ab6391 - [INFO] - [E:197| 1000]: Train Loss:0.0010357, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:04:20,829 - testrun_d2ab6391 - [INFO] - [E:197| 1100]: Train Loss:0.0010358, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:06:16,881 - testrun_d2ab6391 - [INFO] - [E:197| 1200]: Train Loss:0.0010357, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:07:54,759 - testrun_d2ab6391 - [INFO] - [E:197| 1300]: Train Loss:0.001036, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:09:57,496 - testrun_d2ab6391 - [INFO] - [E:197| 1400]: Train Loss:0.0010361, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:12:00,199 - testrun_d2ab6391 - [INFO] - [E:197| 1500]: Train Loss:0.001036, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:14:02,763 - testrun_d2ab6391 - [INFO] - [E:197| 1600]: Train Loss:0.001036, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:15:22,615 - testrun_d2ab6391 - [INFO] - [Epoch:197]: Training Loss:0.001036 + +2023-06-04 11:15:23,107 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 11:16:06,390 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 11:16:31,711 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 11:17:15,545 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 11:17:40,564 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.48629, Head : 0.31529, Avg : 0.40079 + +2023-06-04 11:17:40,619 - testrun_d2ab6391 - [INFO] - [Epoch 197]: Training Loss: 0.0010357, Valid MRR: 0.41362, + + + +2023-06-04 11:17:41,923 - testrun_d2ab6391 - [INFO] - [E:198| 0]: Train Loss:0.0011122, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:19:44,279 - testrun_d2ab6391 - [INFO] - [E:198| 100]: Train Loss:0.0010305, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:21:47,081 - testrun_d2ab6391 - [INFO] - [E:198| 200]: Train Loss:0.0010342, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:23:49,887 - testrun_d2ab6391 - [INFO] - [E:198| 300]: Train Loss:0.0010368, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:25:52,602 - testrun_d2ab6391 - [INFO] - [E:198| 400]: Train Loss:0.0010359, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:27:40,571 - testrun_d2ab6391 - [INFO] - [E:198| 500]: Train Loss:0.0010356, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:29:24,354 - testrun_d2ab6391 - [INFO] - [E:198| 600]: Train Loss:0.0010357, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:31:27,293 - testrun_d2ab6391 - [INFO] - [E:198| 700]: Train Loss:0.0010359, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:33:30,235 - testrun_d2ab6391 - [INFO] - [E:198| 800]: Train Loss:0.0010364, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:35:33,054 - testrun_d2ab6391 - [INFO] - [E:198| 900]: Train Loss:0.001036, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:37:35,970 - testrun_d2ab6391 - [INFO] - [E:198| 1000]: Train Loss:0.0010353, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:39:38,766 - testrun_d2ab6391 - [INFO] - [E:198| 1100]: Train Loss:0.0010352, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:41:41,535 - testrun_d2ab6391 - [INFO] - [E:198| 1200]: Train Loss:0.0010353, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:43:44,709 - testrun_d2ab6391 - [INFO] - [E:198| 1300]: Train Loss:0.0010352, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:45:47,575 - testrun_d2ab6391 - [INFO] - [E:198| 1400]: Train Loss:0.0010354, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:47:48,599 - testrun_d2ab6391 - [INFO] - [E:198| 1500]: Train Loss:0.0010353, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:49:25,140 - testrun_d2ab6391 - [INFO] - [E:198| 1600]: Train Loss:0.0010355, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:50:40,496 - testrun_d2ab6391 - [INFO] - [Epoch:198]: Training Loss:0.001035 + +2023-06-04 11:50:40,935 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 11:51:24,712 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 11:51:49,963 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 11:52:33,773 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 11:52:58,686 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.48255, Head : 0.33089, Avg : 0.40672 + +2023-06-04 11:52:58,760 - testrun_d2ab6391 - [INFO] - [Epoch 198]: Training Loss: 0.0010354, Valid MRR: 0.41362, + + + +2023-06-04 11:53:00,116 - testrun_d2ab6391 - [INFO] - [E:199| 0]: Train Loss:0.0010207, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:55:02,850 - testrun_d2ab6391 - [INFO] - [E:199| 100]: Train Loss:0.0010364, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:57:05,724 - testrun_d2ab6391 - [INFO] - [E:199| 200]: Train Loss:0.0010369, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 11:59:08,334 - testrun_d2ab6391 - [INFO] - [E:199| 300]: Train Loss:0.0010362, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:01:10,915 - testrun_d2ab6391 - [INFO] - [E:199| 400]: Train Loss:0.0010339, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:03:13,428 - testrun_d2ab6391 - [INFO] - [E:199| 500]: Train Loss:0.001034, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:05:16,207 - testrun_d2ab6391 - [INFO] - [E:199| 600]: Train Loss:0.0010346, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:07:19,330 - testrun_d2ab6391 - [INFO] - [E:199| 700]: Train Loss:0.0010346, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:09:12,766 - testrun_d2ab6391 - [INFO] - [E:199| 800]: Train Loss:0.0010348, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:10:51,535 - testrun_d2ab6391 - [INFO] - [E:199| 900]: Train Loss:0.0010346, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:12:54,332 - testrun_d2ab6391 - [INFO] - [E:199| 1000]: Train Loss:0.0010345, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:14:57,515 - testrun_d2ab6391 - [INFO] - [E:199| 1100]: Train Loss:0.0010346, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:17:00,396 - testrun_d2ab6391 - [INFO] - [E:199| 1200]: Train Loss:0.0010345, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:19:03,284 - testrun_d2ab6391 - [INFO] - [E:199| 1300]: Train Loss:0.0010346, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:21:06,035 - testrun_d2ab6391 - [INFO] - [E:199| 1400]: Train Loss:0.0010344, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:23:08,964 - testrun_d2ab6391 - [INFO] - [E:199| 1500]: Train Loss:0.0010347, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:25:12,019 - testrun_d2ab6391 - [INFO] - [E:199| 1600]: Train Loss:0.0010346, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:26:32,320 - testrun_d2ab6391 - [INFO] - [Epoch:199]: Training Loss:0.001035 + +2023-06-04 12:26:32,793 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 12:27:16,575 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 12:27:41,777 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 12:28:25,766 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 12:28:50,868 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.4811, Head : 0.32835, Avg : 0.40473 + MR: Tail : 311.06, Head : 447.88, Avg : 379.47 + Hit-1: Tail : 0.37297, Head : 0.22946, Avg : 0.30122 + Hit-3: Tail : 0.54488, Head : 0.37381, Avg : 0.45935 + Hit-10: Tail : 0.6734, Head : 0.51786, Avg : 0.59563 +2023-06-04 12:28:50,937 - testrun_d2ab6391 - [INFO] - [Epoch 199]: Training Loss: 0.0010346, Valid MRR: 0.41362, + + + +2023-06-04 12:28:52,308 - testrun_d2ab6391 - [INFO] - [E:200| 0]: Train Loss:0.0010375, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:30:38,033 - testrun_d2ab6391 - [INFO] - [E:200| 100]: Train Loss:0.0010326, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:32:23,546 - testrun_d2ab6391 - [INFO] - [E:200| 200]: Train Loss:0.0010343, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:34:26,221 - testrun_d2ab6391 - [INFO] - [E:200| 300]: Train Loss:0.0010331, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:36:29,183 - testrun_d2ab6391 - [INFO] - [E:200| 400]: Train Loss:0.0010331, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:38:31,938 - testrun_d2ab6391 - [INFO] - [E:200| 500]: Train Loss:0.0010336, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:40:35,235 - testrun_d2ab6391 - [INFO] - [E:200| 600]: Train Loss:0.0010336, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:42:37,981 - testrun_d2ab6391 - [INFO] - [E:200| 700]: Train Loss:0.0010339, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:44:41,005 - testrun_d2ab6391 - [INFO] - [E:200| 800]: Train Loss:0.0010348, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:46:43,846 - testrun_d2ab6391 - [INFO] - [E:200| 900]: Train Loss:0.001034, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:48:46,494 - testrun_d2ab6391 - [INFO] - [E:200| 1000]: Train Loss:0.0010341, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:50:44,608 - testrun_d2ab6391 - [INFO] - [E:200| 1100]: Train Loss:0.0010341, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:52:21,502 - testrun_d2ab6391 - [INFO] - [E:200| 1200]: Train Loss:0.0010345, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:54:20,037 - testrun_d2ab6391 - [INFO] - [E:200| 1300]: Train Loss:0.0010343, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:56:22,855 - testrun_d2ab6391 - [INFO] - [E:200| 1400]: Train Loss:0.0010341, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 12:58:25,854 - testrun_d2ab6391 - [INFO] - [E:200| 1500]: Train Loss:0.0010341, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:00:28,693 - testrun_d2ab6391 - [INFO] - [E:200| 1600]: Train Loss:0.0010344, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:01:48,826 - testrun_d2ab6391 - [INFO] - [Epoch:200]: Training Loss:0.001034 + +2023-06-04 13:01:49,405 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 13:02:32,777 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 13:02:58,167 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 13:03:42,171 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 13:04:07,185 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.48657, Head : 0.32867, Avg : 0.40762 + +2023-06-04 13:04:07,260 - testrun_d2ab6391 - [INFO] - [Epoch 200]: Training Loss: 0.0010344, Valid MRR: 0.41362, + + + +2023-06-04 13:04:08,602 - testrun_d2ab6391 - [INFO] - [E:201| 0]: Train Loss:0.0010475, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:06:11,364 - testrun_d2ab6391 - [INFO] - [E:201| 100]: Train Loss:0.0010276, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:08:14,163 - testrun_d2ab6391 - [INFO] - [E:201| 200]: Train Loss:0.0010305, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:10:17,095 - testrun_d2ab6391 - [INFO] - [E:201| 300]: Train Loss:0.0010326, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:12:08,636 - testrun_d2ab6391 - [INFO] - [E:201| 400]: Train Loss:0.0010327, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:13:50,212 - testrun_d2ab6391 - [INFO] - [E:201| 500]: Train Loss:0.0010331, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:15:52,979 - testrun_d2ab6391 - [INFO] - [E:201| 600]: Train Loss:0.0010344, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:17:55,798 - testrun_d2ab6391 - [INFO] - [E:201| 700]: Train Loss:0.0010346, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:19:58,796 - testrun_d2ab6391 - [INFO] - [E:201| 800]: Train Loss:0.0010341, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:22:01,647 - testrun_d2ab6391 - [INFO] - [E:201| 900]: Train Loss:0.0010345, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:24:04,301 - testrun_d2ab6391 - [INFO] - [E:201| 1000]: Train Loss:0.0010341, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:26:07,083 - testrun_d2ab6391 - [INFO] - [E:201| 1100]: Train Loss:0.0010342, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:28:10,584 - testrun_d2ab6391 - [INFO] - [E:201| 1200]: Train Loss:0.0010343, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:30:14,577 - testrun_d2ab6391 - [INFO] - [E:201| 1300]: Train Loss:0.0010343, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:32:18,589 - testrun_d2ab6391 - [INFO] - [E:201| 1400]: Train Loss:0.0010341, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:33:53,080 - testrun_d2ab6391 - [INFO] - [E:201| 1500]: Train Loss:0.0010339, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:35:45,797 - testrun_d2ab6391 - [INFO] - [E:201| 1600]: Train Loss:0.0010338, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:37:06,118 - testrun_d2ab6391 - [INFO] - [Epoch:201]: Training Loss:0.001034 + +2023-06-04 13:37:06,699 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 13:37:50,264 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 13:38:15,554 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 13:38:59,581 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 13:39:24,666 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.48527, Head : 0.32251, Avg : 0.40389 + +2023-06-04 13:39:24,720 - testrun_d2ab6391 - [INFO] - [Epoch 201]: Training Loss: 0.0010336, Valid MRR: 0.41362, + + + +2023-06-04 13:39:26,053 - testrun_d2ab6391 - [INFO] - [E:202| 0]: Train Loss:0.0010282, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:41:28,745 - testrun_d2ab6391 - [INFO] - [E:202| 100]: Train Loss:0.0010278, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:43:31,443 - testrun_d2ab6391 - [INFO] - [E:202| 200]: Train Loss:0.0010294, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:45:34,259 - testrun_d2ab6391 - [INFO] - [E:202| 300]: Train Loss:0.0010311, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:47:37,172 - testrun_d2ab6391 - [INFO] - [E:202| 400]: Train Loss:0.0010305, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:49:39,814 - testrun_d2ab6391 - [INFO] - [E:202| 500]: Train Loss:0.0010314, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:51:42,624 - testrun_d2ab6391 - [INFO] - [E:202| 600]: Train Loss:0.0010316, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:53:38,215 - testrun_d2ab6391 - [INFO] - [E:202| 700]: Train Loss:0.0010325, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:55:06,521 - testrun_d2ab6391 - [INFO] - [E:202| 800]: Train Loss:0.0010326, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:56:52,228 - testrun_d2ab6391 - [INFO] - [E:202| 900]: Train Loss:0.0010328, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 13:58:54,864 - testrun_d2ab6391 - [INFO] - [E:202| 1000]: Train Loss:0.001033, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:00:57,878 - testrun_d2ab6391 - [INFO] - [E:202| 1100]: Train Loss:0.0010334, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:03:00,694 - testrun_d2ab6391 - [INFO] - [E:202| 1200]: Train Loss:0.0010335, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:05:03,525 - testrun_d2ab6391 - [INFO] - [E:202| 1300]: Train Loss:0.0010332, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:07:06,379 - testrun_d2ab6391 - [INFO] - [E:202| 1400]: Train Loss:0.0010332, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:09:09,183 - testrun_d2ab6391 - [INFO] - [E:202| 1500]: Train Loss:0.0010331, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:11:12,047 - testrun_d2ab6391 - [INFO] - [E:202| 1600]: Train Loss:0.0010333, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:12:32,055 - testrun_d2ab6391 - [INFO] - [Epoch:202]: Training Loss:0.001033 + +2023-06-04 14:12:32,646 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 14:13:16,200 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 14:13:41,592 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 14:14:25,293 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 14:14:48,262 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.48327, Head : 0.31405, Avg : 0.39866 + +2023-06-04 14:14:48,338 - testrun_d2ab6391 - [INFO] - [Epoch 202]: Training Loss: 0.0010334, Valid MRR: 0.41362, + + + +2023-06-04 14:14:49,466 - testrun_d2ab6391 - [INFO] - [E:203| 0]: Train Loss:0.0010619, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:16:27,010 - testrun_d2ab6391 - [INFO] - [E:203| 100]: Train Loss:0.0010313, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:18:24,561 - testrun_d2ab6391 - [INFO] - [E:203| 200]: Train Loss:0.0010313, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:20:28,362 - testrun_d2ab6391 - [INFO] - [E:203| 300]: Train Loss:0.0010317, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:22:32,070 - testrun_d2ab6391 - [INFO] - [E:203| 400]: Train Loss:0.0010317, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:24:35,803 - testrun_d2ab6391 - [INFO] - [E:203| 500]: Train Loss:0.0010319, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:26:39,526 - testrun_d2ab6391 - [INFO] - [E:203| 600]: Train Loss:0.0010316, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:28:43,252 - testrun_d2ab6391 - [INFO] - [E:203| 700]: Train Loss:0.0010326, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:30:47,048 - testrun_d2ab6391 - [INFO] - [E:203| 800]: Train Loss:0.0010331, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:32:50,507 - testrun_d2ab6391 - [INFO] - [E:203| 900]: Train Loss:0.0010325, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:34:53,295 - testrun_d2ab6391 - [INFO] - [E:203| 1000]: Train Loss:0.0010328, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:36:35,454 - testrun_d2ab6391 - [INFO] - [E:203| 1100]: Train Loss:0.0010327, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:38:19,965 - testrun_d2ab6391 - [INFO] - [E:203| 1200]: Train Loss:0.0010328, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:40:22,337 - testrun_d2ab6391 - [INFO] - [E:203| 1300]: Train Loss:0.001033, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:42:24,737 - testrun_d2ab6391 - [INFO] - [E:203| 1400]: Train Loss:0.0010331, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:44:27,294 - testrun_d2ab6391 - [INFO] - [E:203| 1500]: Train Loss:0.0010333, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:46:29,956 - testrun_d2ab6391 - [INFO] - [E:203| 1600]: Train Loss:0.0010333, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:47:50,085 - testrun_d2ab6391 - [INFO] - [Epoch:203]: Training Loss:0.001033 + +2023-06-04 14:47:50,613 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 14:48:34,137 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 14:48:59,262 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 14:49:43,053 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 14:50:08,061 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.48759, Head : 0.30962, Avg : 0.3986 + +2023-06-04 14:50:08,136 - testrun_d2ab6391 - [INFO] - [Epoch 203]: Training Loss: 0.0010329, Valid MRR: 0.41362, + + + +2023-06-04 14:50:09,499 - testrun_d2ab6391 - [INFO] - [E:204| 0]: Train Loss:0.0010208, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:52:12,081 - testrun_d2ab6391 - [INFO] - [E:204| 100]: Train Loss:0.0010258, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:54:14,155 - testrun_d2ab6391 - [INFO] - [E:204| 200]: Train Loss:0.0010286, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:56:16,150 - testrun_d2ab6391 - [INFO] - [E:204| 300]: Train Loss:0.0010305, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:57:54,925 - testrun_d2ab6391 - [INFO] - [E:204| 400]: Train Loss:0.0010302, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 14:59:40,432 - testrun_d2ab6391 - [INFO] - [E:204| 500]: Train Loss:0.0010312, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:01:43,989 - testrun_d2ab6391 - [INFO] - [E:204| 600]: Train Loss:0.0010309, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:03:47,123 - testrun_d2ab6391 - [INFO] - [E:204| 700]: Train Loss:0.0010314, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:05:50,632 - testrun_d2ab6391 - [INFO] - [E:204| 800]: Train Loss:0.0010322, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:07:53,927 - testrun_d2ab6391 - [INFO] - [E:204| 900]: Train Loss:0.0010322, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:09:57,070 - testrun_d2ab6391 - [INFO] - [E:204| 1000]: Train Loss:0.0010324, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:12:00,305 - testrun_d2ab6391 - [INFO] - [E:204| 1100]: Train Loss:0.0010325, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:14:03,803 - testrun_d2ab6391 - [INFO] - [E:204| 1200]: Train Loss:0.0010322, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:16:06,943 - testrun_d2ab6391 - [INFO] - [E:204| 1300]: Train Loss:0.0010324, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:18:01,023 - testrun_d2ab6391 - [INFO] - [E:204| 1400]: Train Loss:0.0010325, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:19:27,937 - testrun_d2ab6391 - [INFO] - [E:204| 1500]: Train Loss:0.0010325, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:21:11,662 - testrun_d2ab6391 - [INFO] - [E:204| 1600]: Train Loss:0.0010322, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:22:31,836 - testrun_d2ab6391 - [INFO] - [Epoch:204]: Training Loss:0.001032 + +2023-06-04 15:22:32,321 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 15:23:15,745 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 15:23:40,892 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 15:24:24,808 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 15:24:49,807 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.48374, Head : 0.32385, Avg : 0.40379 + +2023-06-04 15:24:49,872 - testrun_d2ab6391 - [INFO] - [Epoch 204]: Training Loss: 0.0010322, Valid MRR: 0.41362, + + + +2023-06-04 15:24:51,229 - testrun_d2ab6391 - [INFO] - [E:205| 0]: Train Loss:0.0010179, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:26:53,921 - testrun_d2ab6391 - [INFO] - [E:205| 100]: Train Loss:0.0010305, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:28:56,699 - testrun_d2ab6391 - [INFO] - [E:205| 200]: Train Loss:0.0010306, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:30:59,472 - testrun_d2ab6391 - [INFO] - [E:205| 300]: Train Loss:0.00103, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:33:02,252 - testrun_d2ab6391 - [INFO] - [E:205| 400]: Train Loss:0.0010302, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:35:04,902 - testrun_d2ab6391 - [INFO] - [E:205| 500]: Train Loss:0.0010308, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:37:07,560 - testrun_d2ab6391 - [INFO] - [E:205| 600]: Train Loss:0.0010309, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:39:10,627 - testrun_d2ab6391 - [INFO] - [E:205| 700]: Train Loss:0.0010315, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:40:38,260 - testrun_d2ab6391 - [INFO] - [E:205| 800]: Train Loss:0.001031, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:42:16,537 - testrun_d2ab6391 - [INFO] - [E:205| 900]: Train Loss:0.0010312, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:44:19,583 - testrun_d2ab6391 - [INFO] - [E:205| 1000]: Train Loss:0.001031, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:46:22,749 - testrun_d2ab6391 - [INFO] - [E:205| 1100]: Train Loss:0.0010312, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:48:26,028 - testrun_d2ab6391 - [INFO] - [E:205| 1200]: Train Loss:0.0010313, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:50:29,403 - testrun_d2ab6391 - [INFO] - [E:205| 1300]: Train Loss:0.0010315, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:52:32,562 - testrun_d2ab6391 - [INFO] - [E:205| 1400]: Train Loss:0.0010317, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:54:35,783 - testrun_d2ab6391 - [INFO] - [E:205| 1500]: Train Loss:0.0010317, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:56:39,051 - testrun_d2ab6391 - [INFO] - [E:205| 1600]: Train Loss:0.0010317, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 15:57:59,679 - testrun_d2ab6391 - [INFO] - [Epoch:205]: Training Loss:0.001032 + +2023-06-04 15:58:00,101 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 15:58:44,077 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 15:59:09,566 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 15:59:53,773 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 16:00:19,046 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.48411, Head : 0.32083, Avg : 0.40247 + +2023-06-04 16:00:19,109 - testrun_d2ab6391 - [INFO] - [Epoch 205]: Training Loss: 0.0010317, Valid MRR: 0.41362, + + + +2023-06-04 16:00:20,399 - testrun_d2ab6391 - [INFO] - [E:206| 0]: Train Loss:0.001021, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:01:51,306 - testrun_d2ab6391 - [INFO] - [E:206| 100]: Train Loss:0.001029, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:03:26,102 - testrun_d2ab6391 - [INFO] - [E:206| 200]: Train Loss:0.0010305, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:05:29,295 - testrun_d2ab6391 - [INFO] - [E:206| 300]: Train Loss:0.001032, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:07:32,562 - testrun_d2ab6391 - [INFO] - [E:206| 400]: Train Loss:0.0010312, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:09:35,619 - testrun_d2ab6391 - [INFO] - [E:206| 500]: Train Loss:0.0010309, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:11:38,531 - testrun_d2ab6391 - [INFO] - [E:206| 600]: Train Loss:0.0010322, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:13:41,743 - testrun_d2ab6391 - [INFO] - [E:206| 700]: Train Loss:0.0010321, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:15:44,845 - testrun_d2ab6391 - [INFO] - [E:206| 800]: Train Loss:0.0010321, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:17:48,012 - testrun_d2ab6391 - [INFO] - [E:206| 900]: Train Loss:0.0010318, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:19:50,816 - testrun_d2ab6391 - [INFO] - [E:206| 1000]: Train Loss:0.0010314, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:21:53,504 - testrun_d2ab6391 - [INFO] - [E:206| 1100]: Train Loss:0.0010314, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:23:21,099 - testrun_d2ab6391 - [INFO] - [E:206| 1200]: Train Loss:0.0010309, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:24:57,162 - testrun_d2ab6391 - [INFO] - [E:206| 1300]: Train Loss:0.0010312, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:26:59,808 - testrun_d2ab6391 - [INFO] - [E:206| 1400]: Train Loss:0.0010312, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:29:01,983 - testrun_d2ab6391 - [INFO] - [E:206| 1500]: Train Loss:0.0010316, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:31:04,318 - testrun_d2ab6391 - [INFO] - [E:206| 1600]: Train Loss:0.0010315, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:32:24,306 - testrun_d2ab6391 - [INFO] - [Epoch:206]: Training Loss:0.001031 + +2023-06-04 16:32:24,774 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 0] testrun_d2ab6391 +2023-06-04 16:33:08,219 - testrun_d2ab6391 - [INFO] - [Valid, Tail_Batch Step 100] testrun_d2ab6391 +2023-06-04 16:33:33,351 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 0] testrun_d2ab6391 +2023-06-04 16:34:17,109 - testrun_d2ab6391 - [INFO] - [Valid, Head_Batch Step 100] testrun_d2ab6391 +2023-06-04 16:34:41,929 - testrun_d2ab6391 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.48245, Head : 0.33366, Avg : 0.40806 + +2023-06-04 16:34:41,980 - testrun_d2ab6391 - [INFO] - [Epoch 206]: Training Loss: 0.0010313, Valid MRR: 0.41362, + + + +2023-06-04 16:34:43,258 - testrun_d2ab6391 - [INFO] - [E:207| 0]: Train Loss:0.0010085, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:36:45,892 - testrun_d2ab6391 - [INFO] - [E:207| 100]: Train Loss:0.0010319, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:38:48,256 - testrun_d2ab6391 - [INFO] - [E:207| 200]: Train Loss:0.001033, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:40:50,758 - testrun_d2ab6391 - [INFO] - [E:207| 300]: Train Loss:0.0010326, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:42:53,181 - testrun_d2ab6391 - [INFO] - [E:207| 400]: Train Loss:0.001031, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:44:34,086 - testrun_d2ab6391 - [INFO] - [E:207| 500]: Train Loss:0.0010311, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:46:17,945 - testrun_d2ab6391 - [INFO] - [E:207| 600]: Train Loss:0.0010315, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:48:20,423 - testrun_d2ab6391 - [INFO] - [E:207| 700]: Train Loss:0.0010314, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:50:22,642 - testrun_d2ab6391 - [INFO] - [E:207| 800]: Train Loss:0.0010318, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:52:24,947 - testrun_d2ab6391 - [INFO] - [E:207| 900]: Train Loss:0.0010315, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:54:27,516 - testrun_d2ab6391 - [INFO] - [E:207| 1000]: Train Loss:0.0010313, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:56:29,578 - testrun_d2ab6391 - [INFO] - [E:207| 1100]: Train Loss:0.0010312, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 16:58:31,628 - testrun_d2ab6391 - [INFO] - [E:207| 1200]: Train Loss:0.001031, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 17:00:34,221 - testrun_d2ab6391 - [INFO] - [E:207| 1300]: Train Loss:0.0010311, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 17:02:36,413 - testrun_d2ab6391 - [INFO] - [E:207| 1400]: Train Loss:0.0010307, Val MRR:0.41362, testrun_d2ab6391 +2023-06-04 17:04:36,763 - testrun_d2ab6391 - [INFO] - [E:207| 1500]: Train Loss:0.0010305, Val MRR:0.41362, testrun_d2ab6391 diff --git a/log/testrun_e1726b98 b/log/testrun_e1726b98 new file mode 100644 index 0000000..8390c0e --- /dev/null +++ b/log/testrun_e1726b98 @@ -0,0 +1,11836 @@ +2023-05-30 18:01:36,274 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-30 18:02:15,175 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:02:47,907 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:03:20,779 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:03:53,645 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:04:26,496 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:04:58,631 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:05:31,189 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:06:04,053 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:06:36,492 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:07:08,923 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:07:41,845 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:08:14,211 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:08:46,896 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:09:19,748 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:09:52,235 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:10:24,629 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:10:57,227 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:11:30,072 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:12:02,338 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:12:35,178 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:13:07,997 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:13:40,742 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:14:13,212 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:14:46,126 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:15:19,038 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:15:51,377 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:16:24,281 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:16:57,225 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:17:29,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:18:02,697 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:18:35,178 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:19:08,153 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:19:41,006 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:20:13,370 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:20:45,799 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:21:18,281 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:21:51,047 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:22:24,006 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:22:56,372 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:23:28,691 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:24:01,547 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:24:34,062 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:25:06,349 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:25:38,936 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:26:11,385 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:26:43,944 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:27:16,171 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:27:49,109 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:28:21,803 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:28:54,764 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:29:27,577 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:30:00,545 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:30:33,069 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:31:05,522 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:31:38,446 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:32:11,365 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:32:43,839 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:33:16,457 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:33:48,849 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:34:21,220 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:34:53,822 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:35:26,559 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:35:58,829 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:36:31,499 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:37:03,877 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:37:36,248 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:38:08,903 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:38:41,330 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:39:14,025 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:39:47,029 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:40:19,589 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:40:52,456 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:41:24,806 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:41:57,435 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:42:30,176 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:43:02,846 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:43:35,641 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:44:08,553 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:44:41,299 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:45:13,936 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:45:46,617 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:46:19,469 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:46:52,171 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:47:24,812 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:47:57,653 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:48:30,206 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:49:02,772 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:49:35,717 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:50:07,937 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:50:40,737 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:51:13,562 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:51:46,178 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:52:19,050 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:52:51,634 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:53:23,919 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:53:57,217 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:54:29,951 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:55:02,401 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:55:35,217 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:56:08,161 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:56:41,053 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:57:13,796 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:57:46,850 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:58:19,528 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:58:52,144 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:59:25,004 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 18:59:57,296 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:00:30,018 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:01:02,956 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:01:35,727 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:02:08,516 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:02:41,404 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:03:14,226 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:03:47,207 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:04:19,762 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:04:52,609 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:05:25,513 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:05:58,494 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:06:31,091 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:07:03,744 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:07:36,331 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:08:09,017 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:08:41,781 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:09:14,301 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:09:46,853 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:10:19,806 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:10:52,391 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:11:25,312 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:11:57,881 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:12:30,655 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:13:03,350 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:13:36,241 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:14:08,375 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:14:41,314 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:15:14,009 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:15:46,899 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:16:19,768 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:16:52,553 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:17:25,487 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:17:58,062 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:18:30,543 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:19:02,964 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:19:35,760 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:20:08,475 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:20:41,221 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:21:13,713 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:21:46,330 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:22:19,235 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:22:51,939 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:23:24,664 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:23:56,874 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:24:29,644 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:25:02,314 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:25:35,049 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:26:07,971 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:26:40,637 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:27:13,291 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:27:45,911 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:28:18,769 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:28:51,129 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:29:23,783 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:29:56,607 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:30:29,195 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:31:01,597 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:31:34,325 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:32:07,317 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:32:39,976 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:33:12,428 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:33:45,378 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:34:17,853 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:34:50,468 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:35:23,328 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:35:55,671 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:36:28,252 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:37:00,815 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:37:33,703 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:38:06,433 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:38:39,427 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:39:12,124 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:39:45,000 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:40:17,683 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:40:50,243 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:41:23,155 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:41:55,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:42:28,686 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:43:00,984 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:43:33,817 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:44:06,575 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:44:39,175 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:45:12,028 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:45:44,802 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:46:17,719 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:46:50,456 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:47:23,114 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:47:55,640 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:48:28,022 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:49:00,950 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:49:33,906 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:50:07,079 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:50:39,709 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:51:12,547 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:51:45,149 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:52:17,471 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:52:49,908 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:53:22,508 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:53:55,164 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:54:27,984 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:55:00,315 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:55:32,864 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:56:05,217 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:56:37,934 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:57:10,499 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:57:42,967 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:58:15,651 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:58:48,265 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:59:21,009 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 19:59:53,798 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:00:26,393 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:00:59,103 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:01:32,201 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:02:04,636 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:02:37,746 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:03:10,377 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:03:43,260 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:04:15,979 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:04:48,724 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:05:21,367 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:05:54,131 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:06:26,367 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:06:59,164 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:07:31,907 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:08:04,575 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:08:37,399 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:09:09,994 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:09:42,825 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:10:15,593 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:10:48,406 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:11:21,040 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:11:53,791 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:12:26,748 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:12:59,600 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:13:32,504 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:14:05,511 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:14:38,291 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:15:11,174 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:15:43,969 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:16:16,992 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:16:49,765 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:17:22,579 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:17:55,189 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:18:27,896 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:19:00,554 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:19:33,426 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:20:06,397 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:20:39,250 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:21:11,796 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:21:43,951 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:22:16,794 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:22:49,677 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:23:22,225 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:23:55,051 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:24:27,889 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:25:00,574 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:25:33,247 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:26:05,981 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:26:38,336 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:27:11,148 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:27:43,417 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:28:16,131 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:28:48,955 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:29:21,300 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:29:53,851 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:30:26,732 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:30:59,346 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:31:31,787 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:32:04,812 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:32:37,262 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:33:09,776 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:33:42,355 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:34:15,233 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:34:47,971 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:35:20,764 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:35:53,490 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:36:26,258 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:36:58,604 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:37:31,163 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:38:03,546 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:38:36,281 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:39:09,364 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:39:42,237 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:40:15,032 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:40:47,335 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:41:20,128 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:41:52,772 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:42:25,558 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:42:58,373 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:43:31,187 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:44:03,847 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:44:36,583 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:45:09,088 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:45:41,235 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:46:14,279 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:46:47,074 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:47:20,114 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:47:52,649 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:48:25,459 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:48:58,136 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:49:31,109 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:50:03,710 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:50:36,153 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:51:08,597 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:51:41,236 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:52:13,854 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:52:46,356 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:53:19,375 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:53:51,974 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:54:24,650 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:54:57,441 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:55:30,293 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:56:02,694 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:56:35,420 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:57:07,976 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:57:40,791 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:58:13,609 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:58:46,398 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:59:19,059 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 20:59:51,642 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:00:24,319 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:00:56,755 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:01:29,674 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:02:02,365 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:02:35,314 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:03:08,075 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:03:41,030 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:04:13,821 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:04:46,499 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:05:19,256 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:05:51,989 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:06:24,893 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:06:57,568 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:07:30,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:08:03,020 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:08:35,928 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:09:08,576 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:09:40,900 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:10:13,508 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:10:46,431 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:11:19,072 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:11:51,904 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:12:24,782 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:12:57,376 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:13:30,149 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:14:02,916 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:14:35,323 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:15:08,075 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:15:40,915 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:16:13,151 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:16:45,961 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:17:18,634 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:17:51,235 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:18:23,981 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:18:56,839 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:19:29,295 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:20:02,027 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:20:34,767 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:21:07,410 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:21:40,183 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:22:12,858 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:22:45,535 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:23:18,172 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:23:50,935 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:24:23,856 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:24:56,654 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:25:29,355 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:26:02,257 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:26:34,987 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:27:07,473 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:27:39,894 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:28:12,603 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:28:45,631 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:29:18,431 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:29:51,144 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:30:23,856 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:30:56,920 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:31:29,601 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:32:02,574 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:32:35,485 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:33:08,458 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:33:41,553 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:34:13,931 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:34:46,586 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:35:19,248 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:35:51,736 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:36:24,576 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:36:57,371 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:37:30,076 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:38:02,937 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:38:35,339 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:39:08,291 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:39:40,973 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:40:13,799 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:40:46,570 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:41:19,329 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:41:52,235 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:42:25,125 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:42:58,051 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:43:30,323 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:44:03,234 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:44:35,809 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:45:08,545 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:45:41,425 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:46:14,343 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:46:47,104 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:47:19,929 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:47:52,748 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:48:25,036 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:48:57,976 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:49:30,582 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:50:03,641 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:50:36,112 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:51:08,966 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:51:41,574 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:52:14,530 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:52:47,281 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:53:19,708 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:53:52,242 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:54:25,224 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:54:58,172 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:55:30,984 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:56:03,945 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:56:36,614 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:57:09,632 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:57:42,490 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:58:15,016 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:58:47,596 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:59:20,351 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 21:59:53,164 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:00:26,016 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:00:58,870 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:01:31,669 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:02:04,468 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:02:37,021 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:03:09,914 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:03:42,485 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:04:15,451 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:04:48,008 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:05:20,643 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:05:52,872 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:06:25,707 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:06:57,966 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:07:30,491 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:08:03,192 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:08:36,111 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:09:09,030 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:09:41,784 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:10:14,655 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:10:47,495 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:11:20,314 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:11:52,923 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:12:25,515 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:12:58,405 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:13:31,172 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:14:04,119 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:14:36,836 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:15:09,614 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:15:42,475 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:16:14,850 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:16:47,203 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:17:19,703 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:17:52,489 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:18:25,277 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:18:58,186 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:19:31,144 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:20:03,941 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:20:37,007 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:21:09,850 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:21:42,811 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:22:15,516 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:22:47,992 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:23:20,903 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:23:53,403 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:24:26,210 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:24:58,758 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:25:31,606 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:26:04,410 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:26:37,397 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:27:10,185 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:27:43,166 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:28:15,837 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:28:48,715 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:29:21,453 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:29:53,777 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:30:26,785 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:30:59,521 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:31:32,002 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:32:04,540 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:32:37,575 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:33:10,431 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:33:43,127 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:34:15,639 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:34:48,558 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:35:21,041 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:35:53,653 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:36:25,922 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:36:58,709 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:37:31,616 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:38:04,287 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:38:36,924 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:39:09,691 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:39:42,292 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:40:14,732 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:40:47,378 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:41:19,683 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:41:52,669 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:42:25,545 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:42:58,263 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:43:31,118 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:44:03,735 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:44:36,537 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:45:08,933 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:45:41,986 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:46:14,430 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:46:47,620 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:47:20,552 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:47:53,624 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:48:26,409 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:48:59,448 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:49:32,326 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:50:05,451 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:50:38,071 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:51:11,296 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:51:44,096 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:52:16,645 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:52:49,268 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:53:21,846 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:53:54,717 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:54:27,334 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:54:59,961 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:55:32,656 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:56:05,401 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:56:38,081 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:57:10,862 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:57:43,230 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:58:15,530 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:58:48,305 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:59:20,815 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 22:59:53,752 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:00:26,043 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:00:58,498 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:01:31,197 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:02:04,155 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:02:36,877 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:03:09,620 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:03:42,373 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:04:15,383 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:04:48,156 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:05:20,469 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:05:53,401 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:06:26,086 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:06:58,949 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:07:31,512 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:08:04,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:08:37,180 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:09:09,941 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:09:42,655 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:10:15,745 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:10:48,463 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:11:21,407 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:11:54,178 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:12:26,898 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:12:59,666 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:13:32,335 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:14:05,231 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:14:37,570 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:15:10,434 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:15:42,892 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:16:15,820 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:16:48,645 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:17:21,433 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:17:54,026 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:18:27,045 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:18:59,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:19:31,877 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:20:04,859 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:20:37,649 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:21:10,176 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:21:43,004 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:22:15,875 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:22:48,594 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:23:21,387 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:23:54,065 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:24:26,771 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:24:59,062 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:25:31,890 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:26:04,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:26:37,165 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:27:10,112 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:27:42,790 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:28:15,394 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:28:48,029 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:29:20,850 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:29:53,435 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:30:26,115 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:30:58,762 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:31:31,750 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:32:04,523 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:32:37,164 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:33:09,483 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:33:41,834 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:34:14,821 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:34:47,506 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:35:20,188 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:35:52,894 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:36:25,893 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:36:58,772 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:37:31,405 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:38:03,619 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:38:36,174 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:39:08,479 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:39:41,342 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:40:14,185 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:40:46,634 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:41:19,549 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:41:52,209 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:42:24,747 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:42:57,263 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:43:29,670 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:44:02,352 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:44:35,041 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:45:07,819 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:45:40,832 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:46:13,061 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:46:45,550 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:47:18,120 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:47:50,927 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:48:23,452 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:48:56,001 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:49:28,963 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:50:01,453 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:50:34,350 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:51:06,659 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:51:39,321 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:52:12,224 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:52:45,175 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:53:17,588 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:53:50,294 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:54:23,019 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:54:55,939 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:55:28,710 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:56:01,224 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:56:33,756 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:57:06,311 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:57:38,830 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:58:11,387 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:58:44,286 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:59:16,584 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-30 23:59:49,404 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:00:22,091 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:00:54,782 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:01:27,126 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:01:59,490 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:02:31,885 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:03:04,215 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:03:37,191 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:04:09,830 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:04:42,278 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:05:14,959 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:05:47,679 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:06:20,331 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:06:53,348 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:07:25,684 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:07:58,436 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:08:31,213 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:09:03,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:09:36,708 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:10:09,025 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:10:42,192 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:11:14,599 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:11:47,571 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:12:20,188 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:12:52,655 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:13:25,374 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:13:58,268 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:14:31,037 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:15:04,039 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:15:36,255 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:16:08,714 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:16:41,594 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:17:14,210 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:17:46,982 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:18:19,216 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:18:51,820 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:19:24,056 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:19:56,608 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:20:29,181 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:21:01,803 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:21:34,302 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:22:06,855 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:22:39,509 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:23:12,114 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:23:44,462 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:24:17,070 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:24:49,981 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:25:22,548 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:25:54,981 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:26:27,129 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:27:00,014 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:27:32,486 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:28:04,926 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:28:37,352 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:29:10,014 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:29:42,599 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:30:15,295 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:30:48,010 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:31:20,529 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:31:53,029 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:32:25,457 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:32:58,237 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:33:30,745 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:34:03,472 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:34:35,838 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:35:08,559 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:35:41,089 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:36:13,713 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:36:46,023 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:37:18,392 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:37:50,816 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:38:23,077 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:38:55,908 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:39:28,734 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:40:01,200 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:40:33,944 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:41:06,496 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:41:39,052 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:42:11,542 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:42:43,976 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:43:16,963 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:43:49,452 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:44:21,823 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:44:54,693 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:45:27,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:46:00,560 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:46:33,273 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:47:05,943 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:47:38,303 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:48:11,209 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:48:43,883 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:49:16,646 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:49:49,363 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:50:22,118 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:50:54,425 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:51:26,929 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:51:59,406 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:52:32,210 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:53:04,664 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:53:37,211 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:54:09,933 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:54:42,616 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:55:15,348 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:55:48,157 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:56:20,585 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:56:53,155 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:57:25,936 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:57:58,538 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:58:31,021 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:59:03,702 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 00:59:36,297 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:00:09,231 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:00:41,792 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:01:14,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:01:46,671 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:02:19,355 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:02:52,041 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:03:24,954 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:03:57,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:04:29,832 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:05:02,281 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:05:34,654 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:06:07,328 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:06:39,941 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:07:12,847 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:07:45,480 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:08:18,580 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:08:51,222 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:09:24,131 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:09:56,538 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:10:29,217 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:11:01,661 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:11:34,477 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:12:07,244 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:12:39,592 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:13:12,021 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:13:44,856 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:14:17,653 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:14:50,068 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:15:22,871 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:15:55,696 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:16:28,478 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:17:00,696 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:17:33,180 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:18:05,754 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:18:38,278 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:19:10,436 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:19:43,204 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:20:16,021 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:20:48,948 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:21:21,695 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:21:54,443 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:22:27,366 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:22:59,965 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:23:33,022 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:24:05,833 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:24:38,989 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:25:11,727 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:25:44,765 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:26:17,421 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:26:50,122 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:27:22,678 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:27:55,452 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:28:28,403 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:29:01,148 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:29:33,774 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:30:06,264 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:30:39,071 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:31:11,863 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:31:44,800 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:32:17,228 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:32:49,707 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:33:22,381 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:33:55,101 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:34:28,255 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:35:00,729 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:35:33,609 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:36:06,174 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:36:39,019 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:37:11,309 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:37:43,675 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:38:16,629 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:38:49,420 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:39:21,821 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:39:54,614 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:40:27,448 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:41:00,126 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:41:32,778 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:42:05,457 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:42:38,228 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:43:10,532 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:43:42,956 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:44:15,656 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:44:48,369 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:45:21,191 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:45:54,023 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:46:27,006 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:46:59,648 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:47:32,437 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:48:05,330 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:48:38,106 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:49:10,322 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:49:43,109 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:50:15,644 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:50:48,093 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:51:21,020 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:51:53,966 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:52:26,379 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:52:59,252 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:53:31,948 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:54:04,831 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:54:37,304 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:55:09,797 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:55:42,492 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:56:14,963 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:56:47,797 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:57:20,432 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:57:53,156 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:58:25,709 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:58:58,217 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 01:59:31,246 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:00:04,051 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:00:36,627 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:01:09,280 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:01:41,926 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:02:14,218 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:02:47,034 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:03:19,626 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:03:52,513 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:04:24,752 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:04:57,041 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:05:29,839 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:06:02,275 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:06:34,825 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:07:07,682 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:07:40,132 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:08:12,841 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:08:45,956 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:09:18,369 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:09:51,187 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:10:23,504 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:10:56,296 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:11:28,930 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:12:01,628 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:12:34,539 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:13:07,018 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:13:39,894 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:14:12,724 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:14:45,893 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:15:18,459 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:15:51,000 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:16:23,681 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:16:56,366 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:17:29,076 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:18:01,889 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:18:34,165 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:19:06,748 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:19:39,489 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:20:12,222 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:20:44,845 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:21:17,278 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:21:50,375 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:22:23,196 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:22:55,737 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:23:28,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:24:00,833 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:24:33,361 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:25:05,762 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:25:38,355 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:26:11,074 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:26:43,257 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:27:15,994 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:27:48,646 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:28:21,222 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:28:53,930 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:29:26,259 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:29:59,004 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:30:31,681 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:31:04,168 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:31:36,776 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:32:09,157 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:32:41,831 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:33:14,703 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:33:47,292 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:34:20,022 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:34:52,263 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:35:24,933 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:35:57,722 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:36:30,032 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:37:02,786 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:37:35,147 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:38:08,088 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:38:40,483 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:39:12,956 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:39:45,496 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:40:17,939 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:40:50,827 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:41:23,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:41:56,442 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:42:29,412 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:43:01,893 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:43:34,073 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:44:06,981 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:44:39,615 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:45:12,350 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:45:44,645 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:46:17,222 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:46:49,666 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:47:22,098 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:47:54,775 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:48:27,246 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:48:59,980 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:49:32,349 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:50:05,047 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:50:38,004 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:51:10,745 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:51:43,108 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:52:15,886 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:52:48,599 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:53:21,327 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:53:53,608 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:54:26,319 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:54:59,078 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:55:31,914 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:56:04,595 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:56:37,069 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:57:09,557 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:57:42,285 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:58:15,369 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:58:47,789 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:59:20,544 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 02:59:53,321 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:00:25,778 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:00:58,402 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:01:31,074 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:02:03,684 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:02:36,466 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:03:09,192 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:03:41,890 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:04:14,699 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:04:47,260 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:05:19,856 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:05:52,402 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:06:25,088 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:06:57,781 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:07:30,570 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:08:03,255 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:08:36,128 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:09:08,887 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:09:41,488 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:10:14,084 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:10:46,767 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:11:19,714 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:11:52,298 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:12:25,052 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:12:57,739 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:13:30,517 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:14:02,731 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:14:35,535 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:15:07,924 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:15:40,351 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:16:13,022 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:16:45,734 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:17:18,538 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:17:51,330 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:18:23,657 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:18:56,421 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:19:29,213 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:20:02,111 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:20:34,468 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:21:07,372 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:21:39,917 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:22:12,222 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:22:44,810 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:23:17,582 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:23:50,334 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:24:22,995 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:24:55,689 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:25:28,379 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:26:00,747 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:26:33,794 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:27:06,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:27:39,246 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:28:11,703 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:28:44,169 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:29:16,918 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:29:49,451 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:30:22,053 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:30:54,518 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:31:27,347 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:31:59,971 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:32:32,748 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:33:05,542 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:33:38,071 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:34:10,769 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:34:43,374 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:35:16,348 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:35:48,797 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:36:21,555 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:36:53,982 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:37:26,785 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:37:59,564 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:38:32,058 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:39:04,817 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:39:37,618 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:40:10,462 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:40:43,129 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:41:15,578 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:41:48,319 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:42:20,737 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:42:53,602 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:43:26,250 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:43:59,034 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:44:31,945 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:45:04,333 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:45:37,126 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:46:09,508 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:46:42,426 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:47:14,979 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:47:47,950 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:48:20,492 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:48:53,454 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:49:26,298 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:49:59,011 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:50:31,601 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:51:04,261 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:51:36,821 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:52:09,604 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:52:42,623 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:53:15,299 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:53:47,894 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:54:20,572 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:54:52,876 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:55:25,253 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:55:58,205 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:56:31,025 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:57:03,679 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:57:36,595 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:58:09,186 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:58:41,673 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:59:14,641 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 03:59:47,257 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:00:19,819 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:00:52,308 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:01:25,080 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:01:57,882 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:02:30,506 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:03:03,238 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:03:36,192 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:04:08,722 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:04:41,072 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:05:13,775 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:05:46,601 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:06:19,332 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:06:52,220 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:07:24,580 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:07:57,387 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:08:30,108 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:09:02,631 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:09:35,288 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:10:08,060 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:10:40,778 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:11:13,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:11:46,201 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:12:18,780 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:12:51,460 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:13:23,854 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:13:56,293 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:14:29,141 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:15:01,969 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:15:34,578 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:16:06,821 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:16:39,522 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:17:12,033 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:17:44,924 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:18:17,739 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:18:50,011 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:19:22,447 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:19:54,768 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:20:27,557 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:21:00,339 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:21:32,594 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:22:05,363 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:22:38,118 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:23:10,609 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:23:43,304 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:24:15,780 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:24:48,360 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:25:21,226 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:25:53,860 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:26:26,545 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:26:59,183 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:27:31,865 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:28:04,730 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:28:37,249 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:29:09,949 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:29:42,290 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:30:15,195 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:30:47,625 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:31:20,014 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:31:52,747 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:32:25,193 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:32:57,708 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:33:30,231 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:34:03,167 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:34:36,020 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:35:08,122 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:35:40,985 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:36:13,556 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:36:46,196 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:37:18,753 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:37:51,158 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:38:23,972 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:38:56,678 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:39:29,449 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:40:02,077 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:40:34,378 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:41:07,219 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:41:39,669 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:42:12,016 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:42:44,786 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:43:17,156 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:43:49,668 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:44:22,373 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:44:55,172 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:45:27,694 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:46:00,136 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:46:32,983 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:47:05,665 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:47:38,365 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:48:10,728 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:48:42,916 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:49:15,579 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:49:48,260 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:50:20,940 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:50:53,944 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:51:26,272 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:51:58,702 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:52:31,535 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:53:04,544 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:53:37,031 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:54:09,438 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:54:42,263 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:55:14,678 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:55:47,082 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:56:19,705 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:56:51,990 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:57:24,676 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:57:57,439 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:58:30,064 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:59:02,756 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 04:59:35,158 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:00:07,899 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:00:40,343 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:01:13,139 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:01:45,798 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:02:18,199 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:02:50,800 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:03:23,164 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:03:56,044 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:04:28,899 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:05:01,290 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:05:34,133 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:06:06,678 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:06:39,418 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:07:11,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:07:44,301 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:08:16,795 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:08:49,659 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:09:22,579 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:09:55,168 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:10:27,592 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:11:00,046 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:11:32,755 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:12:05,543 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:12:38,368 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:13:11,259 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:13:44,252 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:14:17,106 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:14:49,877 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:15:23,095 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:15:55,908 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:16:28,663 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:17:01,794 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:17:34,841 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:18:07,309 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:18:40,120 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:19:12,838 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:19:45,621 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:20:18,106 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:20:50,796 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:21:23,336 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:21:55,744 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:22:28,583 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:23:01,400 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:23:34,280 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:24:06,646 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:24:39,406 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:25:12,008 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:25:44,815 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:26:17,479 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:26:50,140 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:27:22,675 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:27:55,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:28:27,891 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:29:00,517 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:29:33,166 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:30:06,230 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:30:38,599 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:31:10,991 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:31:43,872 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:32:16,562 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:32:49,110 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:33:21,936 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:33:54,639 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:34:27,383 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:35:00,056 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:35:32,952 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:36:05,712 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:36:38,584 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:37:11,507 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:37:43,852 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:38:16,588 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:38:49,335 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:39:21,906 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:39:54,842 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:40:27,364 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:40:59,875 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:41:32,549 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:42:04,928 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:42:37,346 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:43:09,976 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:43:42,395 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:44:15,241 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:44:48,105 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:45:20,789 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:45:53,135 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:46:25,649 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:46:58,409 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:47:31,198 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:48:04,024 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:48:36,610 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:49:09,143 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:49:42,115 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:50:14,622 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:50:47,049 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:51:19,860 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:51:52,351 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:52:24,997 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:52:57,667 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:53:30,551 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:54:03,277 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:54:36,058 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:55:08,781 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:55:41,393 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:56:14,320 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:56:46,752 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:57:19,172 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:57:51,594 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:58:24,294 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:58:56,917 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 05:59:29,847 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:00:02,307 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:00:34,563 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:01:07,413 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:01:40,346 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:02:13,009 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:02:45,485 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:03:18,115 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:03:50,788 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:04:23,469 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:04:56,140 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:05:28,798 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:06:01,817 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:06:34,627 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:07:07,276 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:07:40,242 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:08:13,005 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:08:45,716 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:09:18,531 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:09:51,475 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:10:24,024 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:10:56,941 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:11:29,738 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:12:02,311 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:12:34,838 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:13:07,321 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:13:39,870 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:14:12,832 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:14:45,758 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:15:18,492 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:15:51,383 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:16:24,593 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:16:57,409 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:17:29,986 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:18:02,848 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:18:35,585 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:19:08,352 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:19:40,977 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:20:13,654 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:20:46,784 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:21:19,448 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:21:51,850 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:22:24,684 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:22:57,304 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:23:29,902 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:24:02,791 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:24:35,500 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:25:08,137 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:25:40,777 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:26:13,505 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:26:46,138 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:27:18,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:27:51,165 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:28:23,738 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:28:56,497 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:29:28,881 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:30:01,384 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:30:34,301 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:31:07,315 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:31:40,326 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:32:12,849 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:32:45,297 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:33:18,072 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:33:51,219 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:34:23,722 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:34:56,725 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:35:29,018 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:36:01,619 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:36:34,530 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:37:07,010 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:37:39,766 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:38:12,131 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:38:44,573 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:39:17,020 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:39:49,992 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:40:22,416 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:40:54,502 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:41:26,809 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:41:59,072 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:42:31,521 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:43:03,884 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:43:36,189 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:44:08,658 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:44:41,351 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:45:13,837 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:45:46,546 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:46:18,799 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:46:51,326 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:47:23,884 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:47:56,516 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:48:29,185 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:49:01,480 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:49:34,167 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:50:06,726 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:50:39,419 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:51:11,990 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:51:44,463 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:52:16,869 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:52:49,337 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:53:21,585 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:53:54,237 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:54:26,527 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:54:59,327 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:55:31,753 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:56:04,221 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:56:36,474 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:57:08,766 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:57:41,088 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:58:13,440 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:58:45,671 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:59:18,499 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 06:59:51,024 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:00:23,450 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:00:55,540 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:01:27,964 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:02:00,519 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:02:33,221 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:03:05,944 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:03:38,509 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:04:12,559 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:04:44,988 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:05:17,590 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:05:49,739 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:06:22,187 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:06:54,466 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:07:27,321 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:07:59,512 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:08:31,739 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:09:04,164 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:09:36,837 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:10:09,301 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:10:41,810 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:11:13,956 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:11:46,479 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:12:18,670 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:12:51,256 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:13:23,659 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:13:56,128 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:14:28,251 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:15:00,909 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:15:33,445 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:16:05,935 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:16:38,432 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:17:10,900 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:17:43,529 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:18:15,828 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:18:48,359 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:19:20,935 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:19:55,723 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:20:28,321 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:21:00,422 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:21:32,987 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:22:05,457 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:22:37,951 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:23:10,526 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:23:42,582 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:24:15,312 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:24:47,838 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:25:20,332 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:25:52,945 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:26:24,982 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:26:57,206 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:27:29,619 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:28:02,009 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:28:34,548 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:29:06,624 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:29:39,468 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:30:11,977 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:30:44,703 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:31:17,618 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:31:49,965 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:32:22,554 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:32:55,260 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:33:28,107 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:34:00,961 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:34:33,234 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:35:05,960 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:35:38,751 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:36:11,321 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:36:43,892 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:37:16,353 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:37:48,714 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:38:21,738 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:38:54,534 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:39:27,050 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:39:59,553 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:40:32,135 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:41:04,514 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:41:36,936 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:42:09,331 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:42:41,862 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:43:14,271 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:43:46,798 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:44:19,494 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:44:52,425 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:45:24,908 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:45:57,445 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:46:30,497 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:47:03,086 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:47:35,428 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:48:07,809 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:48:40,318 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:49:12,866 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:49:45,159 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:50:18,105 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:50:50,297 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:51:22,895 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:51:55,491 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:52:28,266 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:53:00,962 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:53:33,156 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:54:06,199 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:54:38,819 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:55:11,563 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:55:44,123 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:56:16,298 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:56:48,862 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:57:21,390 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:57:54,144 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:58:26,702 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:58:59,063 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 07:59:31,827 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:00:04,196 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:00:37,085 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:01:09,924 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:01:42,322 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:02:15,385 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:02:48,088 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:03:21,101 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:03:53,624 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:04:26,315 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:04:58,929 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:05:31,745 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:06:04,897 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:06:37,301 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:07:10,201 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:07:43,427 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:08:16,545 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:08:50,256 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:09:23,315 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:09:56,164 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:10:28,686 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:11:01,005 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:11:33,409 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:12:05,646 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:12:37,852 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:13:10,443 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:13:42,944 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:14:15,596 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:14:47,964 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:15:20,143 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:15:52,314 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:16:25,090 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:16:57,300 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:17:29,937 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:18:02,048 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:18:34,156 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:19:06,931 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:19:39,223 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:20:11,957 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:20:44,133 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:21:16,416 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:21:48,659 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:22:21,060 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:22:53,568 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:23:25,647 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:23:58,078 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:24:30,381 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:25:02,829 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:25:35,091 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:26:07,231 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:26:39,576 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:27:12,917 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:27:45,414 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:28:17,581 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:28:49,584 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:29:22,046 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:29:54,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:30:27,106 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:30:59,778 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:31:32,442 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:32:05,246 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:32:37,970 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:33:10,647 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:33:43,822 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:34:16,175 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:34:48,816 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:35:21,678 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:35:54,515 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:36:27,139 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:36:59,561 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:37:32,559 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:38:05,142 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:38:37,803 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:39:10,614 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:39:42,998 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:40:15,904 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:40:48,509 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:41:21,003 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:41:53,521 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:42:25,933 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:42:58,924 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:43:31,450 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:44:04,204 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:44:36,901 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:45:09,312 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:45:42,016 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:46:14,793 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:46:47,292 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:47:20,056 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:47:52,622 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:48:25,519 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:48:58,040 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:49:30,861 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:50:03,685 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:50:36,024 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:51:09,060 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:51:41,833 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:52:14,393 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:52:47,111 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:53:19,377 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:53:52,205 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:54:24,693 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:54:57,475 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:55:30,046 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:56:02,933 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:56:35,540 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:57:07,972 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:57:40,673 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:58:13,333 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:58:45,697 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:59:18,258 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 08:59:50,991 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:00:23,775 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:00:56,687 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:01:29,395 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:02:01,698 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:02:34,362 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:03:07,177 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:03:39,809 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:04:12,352 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:04:45,113 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:05:17,672 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:05:50,317 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:06:22,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:06:55,659 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:07:28,184 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:08:01,394 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:08:34,346 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:09:07,620 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:09:40,678 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:10:14,060 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:10:47,204 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:11:20,558 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:11:53,071 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:12:25,801 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:12:58,330 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:13:30,795 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:14:03,293 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:14:35,792 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:15:08,599 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:15:41,396 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:16:14,295 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:16:46,967 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:17:19,622 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:17:52,098 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:18:24,764 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:18:57,448 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:19:30,164 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:20:03,014 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:20:35,585 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:21:07,898 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:21:40,666 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:22:13,418 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:22:46,332 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:23:18,735 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:23:51,131 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:24:23,583 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:24:56,583 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:25:29,222 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:26:01,991 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:26:34,441 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:27:07,166 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:27:39,720 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:28:12,764 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:28:45,665 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:29:17,986 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:29:50,574 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:30:23,452 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:30:55,840 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:31:28,323 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:32:00,909 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:32:33,546 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:33:06,278 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:33:39,018 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:34:11,901 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:34:44,149 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:35:16,875 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:35:49,704 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:36:22,106 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:36:54,521 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:37:26,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:37:59,781 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:38:32,492 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:39:04,814 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:39:37,919 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:40:10,169 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:40:42,975 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:41:15,423 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:41:48,183 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:42:20,985 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:42:53,458 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:43:26,318 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:43:58,998 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:44:31,707 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:45:04,094 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:45:36,427 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:46:09,264 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:46:41,901 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:47:14,635 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:47:47,689 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:48:19,999 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:48:54,433 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:49:27,444 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:50:00,720 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:50:33,925 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:51:07,098 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:51:40,646 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:52:13,619 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:52:46,138 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:53:18,967 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:53:51,385 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:54:24,183 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:54:56,975 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:55:29,837 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:56:02,482 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:56:35,024 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:57:07,610 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:57:40,458 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:58:13,383 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:58:46,323 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:59:19,582 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 09:59:52,411 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:00:25,269 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:00:57,764 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:01:30,383 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:02:03,232 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:02:36,385 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:03:09,623 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:03:42,446 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:04:15,417 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:04:48,071 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:05:21,404 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:05:54,061 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:06:26,873 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:06:59,661 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:07:32,157 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:08:04,709 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:08:37,473 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:09:10,190 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:09:43,158 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:10:15,776 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:10:48,451 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:11:21,506 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:11:54,301 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:12:27,178 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:12:59,708 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:13:32,276 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:14:04,576 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:14:37,449 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:15:10,203 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:15:42,723 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:16:15,220 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:16:47,913 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:17:20,686 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:17:53,489 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:18:26,186 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:18:58,604 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:19:31,219 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:20:04,393 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:20:36,908 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:21:09,539 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:21:41,866 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:22:14,639 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:22:47,102 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:23:20,031 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:23:52,757 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:24:25,314 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:24:57,752 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:25:30,917 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:26:03,634 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:26:36,555 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:27:08,927 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:27:41,900 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:28:14,677 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:28:47,410 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:29:20,051 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:29:53,142 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:30:26,641 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:30:59,948 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:31:33,200 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:32:06,322 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:32:39,119 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:33:11,787 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:33:44,042 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:34:16,590 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:34:49,293 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:35:21,739 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:35:54,349 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:36:26,952 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:36:59,702 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:37:32,203 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:38:04,893 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:38:37,486 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:39:10,235 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:39:43,062 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:40:15,533 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:40:48,361 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:41:21,434 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:41:54,400 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:42:27,040 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:43:00,164 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:43:32,809 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:44:05,775 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:44:38,311 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:45:11,248 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:45:43,949 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:46:16,544 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:46:48,933 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:47:21,780 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:47:54,600 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:48:27,410 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:49:00,323 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:49:32,599 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:50:05,103 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:50:37,582 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:51:10,122 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:51:43,107 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:52:15,571 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:52:48,352 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:53:20,923 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:53:53,858 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:54:26,541 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:54:59,155 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:55:31,718 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:56:04,484 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:56:37,288 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:57:09,671 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:57:42,313 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:58:15,156 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:58:47,421 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:59:20,035 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 10:59:52,696 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:00:25,377 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:00:58,221 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:01:31,409 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:02:04,019 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:02:36,863 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:03:09,435 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:03:41,997 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:04:14,664 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:04:47,536 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:05:20,432 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:05:53,038 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:06:25,735 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:06:58,614 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:07:31,292 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:08:03,925 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:08:36,377 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:09:09,269 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:09:42,219 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:10:15,573 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:10:48,653 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:11:22,104 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:11:55,479 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:12:28,403 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:13:01,927 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:13:34,623 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:14:07,122 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:14:39,802 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:15:12,256 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:15:45,251 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:16:17,838 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:16:50,565 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:17:23,439 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:17:56,042 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:18:29,074 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:19:01,571 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:19:34,034 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:20:07,000 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:20:39,429 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:21:12,514 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:21:44,773 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:22:17,365 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:22:49,681 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:23:22,501 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:23:55,057 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:24:27,930 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:25:00,392 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:25:32,847 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:26:05,362 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:26:38,303 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:27:10,994 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:27:43,561 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:28:16,025 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:28:48,891 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:29:21,394 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:29:54,255 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:30:27,084 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:30:59,755 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:31:32,088 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:32:04,619 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:32:37,039 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:33:10,339 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:33:42,480 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:34:15,338 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:34:48,198 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:35:21,062 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:35:53,838 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:36:26,467 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:36:58,970 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:37:31,540 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:38:04,064 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:38:36,767 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:39:08,863 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:39:41,817 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:40:14,627 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:40:47,654 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:41:20,241 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:41:52,663 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:42:25,299 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:42:58,260 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:43:31,043 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:44:03,768 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:44:36,060 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:45:09,142 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:45:41,740 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:46:14,865 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:46:47,629 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:47:20,259 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:47:53,261 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:48:25,834 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:48:58,429 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:49:31,402 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:50:03,799 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:50:37,765 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:51:11,267 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:51:44,755 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:52:17,741 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:52:51,047 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:53:24,250 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:53:57,521 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:54:30,018 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:55:03,224 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:55:35,789 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:56:08,410 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:56:40,796 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:57:13,337 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:57:45,637 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:58:18,003 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:58:50,562 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:59:23,114 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 11:59:55,748 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:00:28,236 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:01:00,879 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:01:33,676 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:02:07,444 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:02:40,583 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:03:13,348 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:03:46,262 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:04:18,940 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:04:51,764 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:05:24,504 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:05:57,399 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:06:30,131 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:07:03,125 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:07:35,578 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:08:08,339 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:08:40,849 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:09:13,717 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:09:46,640 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:10:19,649 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:10:51,964 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:11:24,718 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:11:57,120 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:12:29,661 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:13:02,437 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:13:35,459 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:14:07,983 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:14:40,681 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:15:12,874 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:15:45,973 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:16:18,654 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:16:51,451 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:17:23,913 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:17:56,299 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:18:28,916 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:19:01,587 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:19:34,347 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:20:07,219 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:20:39,623 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:21:12,208 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:21:44,716 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:22:17,791 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:22:50,272 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:23:22,743 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:23:55,141 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:24:27,868 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:25:00,446 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:25:33,760 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:26:06,065 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:26:38,809 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:27:11,283 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:27:43,670 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:28:16,370 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:28:48,940 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:29:21,817 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:29:54,816 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:30:27,547 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:31:00,577 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:31:33,507 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:32:07,136 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:32:40,444 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:33:14,321 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:33:47,149 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:34:20,114 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:34:53,087 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:35:25,986 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:35:58,686 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:36:31,606 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:37:04,004 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:37:36,915 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:38:09,749 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:38:42,713 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:39:15,510 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:39:48,192 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:40:21,250 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:40:53,720 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:41:26,157 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:41:59,111 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:42:31,436 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:43:04,390 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:43:37,364 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:44:10,043 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:44:42,746 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:45:15,219 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:45:47,913 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:46:20,859 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:46:53,641 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:47:26,653 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:47:59,225 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:48:32,025 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:49:04,489 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:49:37,423 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:50:09,872 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:50:42,771 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:51:15,332 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:51:48,130 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:52:20,697 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:52:53,544 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:53:26,125 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:53:59,013 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:54:31,206 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:55:04,136 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:55:36,769 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:56:09,394 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:56:41,846 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:57:14,513 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:57:47,121 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:58:19,693 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:58:52,151 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:59:25,063 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 12:59:57,935 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:00:31,080 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:01:03,423 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:01:36,292 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:02:08,912 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:02:41,656 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:03:14,398 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:03:47,191 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:04:19,826 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:04:52,991 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:05:25,873 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:05:58,637 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:06:31,212 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:07:04,006 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:07:36,355 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:08:08,806 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:08:41,745 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:09:14,875 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:09:47,556 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:10:20,184 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:10:52,807 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:11:25,626 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:11:58,258 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:12:31,889 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:13:04,553 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:13:37,656 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:14:10,789 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:14:43,883 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:15:17,095 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:15:49,990 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:16:22,817 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:16:55,473 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:17:27,932 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:18:00,694 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:18:33,128 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:19:05,682 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:19:38,352 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:20:11,447 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:20:44,134 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:21:16,620 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:21:49,412 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:22:22,128 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:22:54,938 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:23:27,586 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:23:59,763 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:24:32,986 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:25:05,454 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:25:38,089 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:26:10,786 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:26:42,997 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:27:15,460 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:27:48,202 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:28:20,649 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:28:53,551 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:29:26,113 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:29:58,991 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:30:31,604 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:31:04,628 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:31:37,107 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:32:09,481 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:32:42,333 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:33:15,332 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:33:48,148 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:34:20,728 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:34:53,007 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:35:25,627 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:35:58,141 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:36:30,989 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:37:03,625 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:37:36,048 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:38:08,798 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:38:41,877 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:39:14,147 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:39:46,588 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:40:19,166 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:40:51,553 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:41:24,310 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:41:57,106 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:42:30,161 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:43:02,985 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:43:35,637 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:44:08,550 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:44:41,116 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:45:13,684 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:45:46,462 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:46:19,342 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:46:51,804 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:47:24,312 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:47:57,242 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:48:29,963 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:49:02,685 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:49:35,432 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:50:08,400 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:50:40,893 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:51:13,809 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:51:46,293 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:52:18,820 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:52:51,790 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:53:24,125 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:53:56,521 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:54:29,199 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:55:02,075 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:55:34,413 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:56:07,505 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:56:40,218 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:57:13,242 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:57:45,913 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:58:18,424 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:58:51,428 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:59:23,648 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 13:59:56,182 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:00:29,262 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:01:01,652 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:01:34,759 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:02:07,379 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:02:40,180 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:03:12,764 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:03:45,818 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:04:18,664 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:04:52,216 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:05:25,741 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:05:58,665 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:06:31,369 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:07:04,837 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:07:38,061 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:08:10,498 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:08:43,204 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:09:16,125 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:09:48,524 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:10:21,259 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:10:54,103 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:11:27,096 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:11:59,689 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:12:32,109 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:13:04,439 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:13:37,641 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:14:10,084 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:14:42,444 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:15:15,191 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:15:47,730 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:16:21,088 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:16:53,399 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:17:26,310 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:17:58,918 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:18:31,595 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:19:04,367 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:19:37,100 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:20:10,029 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:20:42,577 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:21:15,505 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:21:48,227 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:22:20,907 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:22:53,549 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:23:26,209 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:23:59,028 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:24:31,142 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:25:04,120 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:25:36,676 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:26:09,450 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:26:42,665 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:27:15,081 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:27:47,882 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:28:20,880 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:28:53,364 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:29:26,118 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:29:58,447 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:30:31,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:31:04,027 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:31:36,714 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:32:09,451 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:32:41,827 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:33:14,324 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:33:46,862 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:34:19,737 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:34:52,402 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:35:24,852 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:35:57,107 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:36:30,020 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:37:02,377 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:37:34,998 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:38:07,437 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:38:39,828 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:39:12,592 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:39:44,974 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:40:17,293 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:40:49,832 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:41:22,728 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:41:55,774 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:42:28,469 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:43:01,186 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:43:33,782 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:44:06,700 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:44:39,736 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:45:12,148 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:45:45,511 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:46:18,767 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:46:52,023 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:47:25,119 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:47:58,210 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:48:31,502 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:49:04,522 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:49:37,503 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:50:10,137 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:50:42,412 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:51:15,253 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:51:47,575 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:52:20,297 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:52:52,857 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:53:25,368 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:53:58,420 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:54:30,726 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:55:03,548 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:55:36,233 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:56:09,360 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:56:42,291 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:57:14,603 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:57:47,562 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:58:19,971 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:58:52,478 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:59:25,316 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 14:59:57,810 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:00:30,821 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:01:03,648 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:01:36,321 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:02:08,857 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:02:41,297 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:03:14,302 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:03:46,563 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:04:19,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:04:51,942 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:05:24,332 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:05:57,125 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:06:29,628 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:07:02,518 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:07:34,805 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:08:07,663 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:08:40,236 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:09:13,038 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:09:45,592 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:10:17,903 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:10:50,586 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:11:23,345 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:11:55,913 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:12:28,720 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:13:01,399 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:13:33,768 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:14:06,664 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:14:39,545 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:15:11,959 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:15:44,266 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:16:17,203 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:16:49,998 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:17:22,791 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:17:55,193 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:18:28,037 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:19:00,449 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:19:33,276 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:20:06,168 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:20:38,953 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:21:11,951 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:21:44,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:22:17,642 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:22:50,414 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:23:23,265 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:23:55,829 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:24:28,689 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:25:00,960 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:25:33,721 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:26:06,802 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:26:39,374 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:27:12,312 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:27:45,043 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:28:18,520 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:28:52,046 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:29:25,033 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:29:58,377 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:30:30,799 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:31:03,511 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:31:36,542 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:32:09,090 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:32:41,889 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:33:14,304 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:33:46,930 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:34:19,171 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:34:52,175 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:35:24,403 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:35:57,014 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:36:29,684 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:37:02,381 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:37:34,618 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:38:07,279 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:38:39,653 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:39:12,564 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:39:45,269 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:40:17,900 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:40:50,565 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:41:22,768 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:41:55,716 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:42:28,126 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:43:00,985 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:43:33,614 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:44:05,884 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:44:38,801 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:45:11,163 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:45:44,299 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:46:16,794 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:46:49,371 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:47:21,927 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:47:54,630 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:48:27,629 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:49:00,256 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:49:32,644 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:50:05,449 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:50:38,358 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:51:10,820 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:51:43,443 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:52:15,600 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:52:48,497 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:53:21,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:53:53,640 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:54:26,552 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:54:59,029 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:55:31,836 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:56:04,213 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:56:37,077 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:57:09,538 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:57:42,377 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:58:15,286 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:58:47,820 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:59:20,614 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 15:59:53,109 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:00:25,819 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:00:58,672 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:01:31,620 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:02:04,567 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:02:37,385 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:03:09,997 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:03:42,689 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:04:15,518 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:04:48,260 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:05:21,581 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:05:53,753 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:06:26,652 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:06:59,375 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:07:32,352 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:08:05,931 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:08:38,913 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:09:12,083 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:09:45,064 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:10:18,512 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:10:51,664 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:11:24,465 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:11:56,801 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:12:29,849 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:13:02,285 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:13:34,545 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:14:07,351 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:14:39,798 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:15:12,652 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:15:45,373 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:16:18,158 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:16:50,566 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:17:23,373 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:17:56,167 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:18:29,074 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:19:01,923 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:19:34,672 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:20:07,402 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:20:40,003 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:21:12,628 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:21:45,323 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:22:17,926 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:22:50,597 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:23:23,416 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:23:56,107 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:24:28,552 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:25:01,249 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:25:34,037 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:26:07,107 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:26:39,474 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:27:12,007 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:27:44,750 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:28:17,654 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:28:50,209 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:29:22,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:29:55,720 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:30:28,513 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:31:01,221 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:31:34,160 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:32:07,223 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:32:39,979 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:33:12,446 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:33:45,224 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:34:18,006 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:34:51,001 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:35:23,588 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:35:56,332 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:36:28,674 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:37:01,193 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:37:33,854 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:38:06,594 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:38:39,391 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:39:11,774 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:39:44,271 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:40:17,126 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:40:49,887 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:41:22,456 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:41:55,226 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:42:27,772 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:43:00,580 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:43:33,069 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:44:05,708 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:44:38,212 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:45:10,928 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:45:43,495 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:46:16,434 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:46:49,068 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:47:21,876 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:47:54,879 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:48:27,405 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:49:00,797 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:49:33,931 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:50:07,977 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:50:41,207 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:51:14,497 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:51:47,631 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:52:19,959 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:52:52,260 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:53:24,930 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:53:57,516 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:54:30,330 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:55:03,187 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:55:35,522 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:56:08,556 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:56:40,892 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:57:13,801 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:57:46,486 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:58:18,975 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:58:51,780 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:59:24,638 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 16:59:57,086 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:00:29,712 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:01:02,192 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:01:35,095 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:02:07,740 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:02:40,046 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:03:12,868 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:03:45,174 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:04:17,784 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:04:50,630 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:05:23,304 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:05:56,168 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:06:28,623 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:07:01,664 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:07:34,210 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:08:06,546 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:08:39,370 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:09:11,842 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:09:44,588 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:10:17,324 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:10:50,184 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:11:23,194 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:11:55,579 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:12:28,661 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:13:01,215 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:13:34,002 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:14:06,864 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:14:39,184 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:15:12,008 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:15:44,676 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:16:17,365 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:16:49,967 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:17:22,272 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:17:55,079 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:18:28,139 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:19:01,365 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:19:34,255 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:20:06,715 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:20:39,472 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:21:12,132 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:21:45,113 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:22:17,474 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:22:49,756 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:23:22,702 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:23:55,631 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:24:28,548 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:25:00,849 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:25:33,108 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:26:05,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:26:38,814 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:27:11,696 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:27:44,258 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:28:16,857 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:28:49,435 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:29:22,259 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:29:55,457 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:30:28,426 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:31:01,145 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:31:34,288 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:32:07,370 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:32:40,502 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:33:13,789 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:33:46,654 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:34:19,184 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:34:52,029 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:35:24,844 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:35:57,327 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:36:29,908 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:37:02,723 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:37:35,323 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:38:08,202 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:38:40,690 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:39:13,603 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:39:45,980 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:40:19,147 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:40:51,426 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:41:24,206 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:41:56,846 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:42:29,639 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:43:02,072 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:43:34,444 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:44:06,820 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:44:39,324 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:45:12,246 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:45:45,074 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:46:18,071 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:46:50,546 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:47:23,346 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:47:56,045 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:48:28,818 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:49:01,357 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:49:33,902 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:50:06,731 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:50:39,729 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:51:12,547 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:51:45,387 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:52:18,167 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:52:50,758 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:53:23,412 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:53:56,181 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:54:28,768 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:55:01,173 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:55:33,967 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:56:06,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:56:39,959 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:57:12,506 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:57:45,294 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:58:18,320 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:58:51,413 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:59:24,434 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 17:59:56,787 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:00:29,260 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:01:02,098 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:01:34,801 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:02:07,398 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:02:40,128 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:03:12,736 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:03:45,392 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:04:18,061 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:04:50,707 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:05:23,461 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:05:56,276 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:06:29,114 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:07:02,067 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:07:34,717 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:08:07,459 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:08:40,101 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:09:12,860 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:09:46,089 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:10:18,818 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:10:53,126 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:11:26,768 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:11:59,888 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:12:33,244 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:13:06,516 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:13:39,827 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:14:13,237 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:14:46,160 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:15:19,083 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:15:51,883 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:16:24,693 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:16:57,453 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:17:29,917 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:18:02,970 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:18:35,416 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:19:08,315 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:19:40,993 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:20:13,591 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:20:46,905 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:21:19,327 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:21:52,412 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:22:25,288 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:22:57,725 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:23:30,844 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:24:03,696 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:24:36,459 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:25:09,372 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:25:41,938 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:26:14,962 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:26:47,867 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:27:20,746 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:27:53,643 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:28:26,626 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:28:59,669 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:29:32,175 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:30:05,154 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:30:37,844 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:31:10,416 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:31:43,678 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:32:16,639 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:32:49,115 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:33:21,853 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:33:54,703 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:34:27,675 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:35:00,644 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:35:33,326 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:36:06,271 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:36:38,953 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:37:11,214 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:37:44,099 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:38:16,572 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:38:49,028 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:39:21,726 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:39:54,271 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:40:26,910 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:40:59,850 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:41:32,408 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:42:05,236 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:42:37,572 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:43:10,753 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:43:43,105 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:44:15,507 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:44:48,382 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:45:20,778 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:45:53,660 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:46:26,576 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:46:59,088 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:47:31,866 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:48:04,036 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:48:36,962 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:49:09,751 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:49:42,304 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:50:14,581 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:50:47,056 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:51:19,785 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:51:52,888 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:52:25,854 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:52:58,631 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:53:31,549 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:54:04,647 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:54:37,880 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:55:11,285 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:55:43,997 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:56:16,308 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:56:49,063 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:57:21,961 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:57:54,486 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:58:27,317 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:58:59,537 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 18:59:32,371 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:00:04,961 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:00:37,996 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:01:10,784 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:01:43,067 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:02:15,632 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:02:48,458 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:03:20,847 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:03:53,577 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:04:26,153 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:04:58,992 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:05:31,450 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:06:04,088 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:06:37,103 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:07:09,728 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:07:42,160 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:08:14,588 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:08:47,335 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:09:19,824 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:09:52,122 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:10:24,730 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:10:56,985 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:11:29,596 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:12:02,497 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:12:35,051 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:13:07,864 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:13:40,419 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:14:13,222 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:14:46,204 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:15:18,637 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:15:51,685 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:16:24,463 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:16:57,372 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:17:30,216 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:18:02,412 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:18:35,041 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:19:08,032 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:19:40,824 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:20:13,424 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:20:46,226 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:21:18,983 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:21:51,831 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:22:24,482 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:22:57,452 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:23:29,847 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:24:02,655 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:24:35,150 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:25:07,829 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:25:40,706 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:26:13,138 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:26:46,157 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:27:18,631 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:27:51,466 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:28:24,108 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:28:56,516 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:29:29,400 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:30:02,168 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:30:35,043 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:31:07,688 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:31:40,316 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:32:13,108 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:32:47,903 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:33:20,779 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:33:53,937 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:34:27,040 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:35:00,110 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:35:33,490 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:36:06,712 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:36:39,656 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:37:12,075 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:37:44,790 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:38:17,878 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:38:50,450 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:39:22,852 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:39:55,330 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:40:27,662 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:41:00,506 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:41:33,402 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:42:06,383 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:42:38,989 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:43:11,682 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:43:44,316 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:44:17,357 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:44:50,133 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:45:22,737 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:45:55,598 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:46:28,343 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:47:00,961 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:47:33,866 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:48:06,550 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:48:39,662 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:49:12,081 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:49:44,663 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:50:17,269 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:50:50,145 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:51:22,976 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:51:55,639 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:52:28,566 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:53:01,178 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:53:34,063 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:54:06,447 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:54:39,139 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:55:11,916 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:55:44,759 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:56:17,403 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:56:49,986 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:57:22,937 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:57:55,774 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:58:28,536 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:59:00,994 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 19:59:33,489 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:00:06,176 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:00:38,884 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:01:11,308 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:01:43,682 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:02:16,429 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:02:49,252 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:03:22,063 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:03:54,642 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:04:26,970 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:04:59,894 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:05:32,831 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:06:05,753 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:06:38,752 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:07:11,375 - testrun_e1726b98 - [INFO] - {'dataset': 'yago11k', 'name': 'testrun_e1726b98', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 1e-05, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-05-31 20:07:14,820 - testrun_e1726b98 - [INFO] - [E:0| 0]: Train Loss:0.69718, Val MRR:0.0, testrun_e1726b98 +2023-05-31 20:08:19,362 - testrun_e1726b98 - [INFO] - [E:0| 100]: Train Loss:0.64881, Val MRR:0.0, testrun_e1726b98 +2023-05-31 20:09:23,909 - testrun_e1726b98 - [INFO] - [E:0| 200]: Train Loss:0.6042, Val MRR:0.0, testrun_e1726b98 +2023-05-31 20:10:28,475 - testrun_e1726b98 - [INFO] - [E:0| 300]: Train Loss:0.56418, Val MRR:0.0, testrun_e1726b98 +2023-05-31 20:11:33,157 - testrun_e1726b98 - [INFO] - [E:0| 400]: Train Loss:0.52819, Val MRR:0.0, testrun_e1726b98 +2023-05-31 20:12:37,796 - testrun_e1726b98 - [INFO] - [E:0| 500]: Train Loss:0.49577, Val MRR:0.0, testrun_e1726b98 +2023-05-31 20:13:42,241 - testrun_e1726b98 - [INFO] - [E:0| 600]: Train Loss:0.46651, Val MRR:0.0, testrun_e1726b98 +2023-05-31 20:13:42,314 - testrun_e1726b98 - [INFO] - [Epoch:0]: Training Loss:0.4665 + +2023-05-31 20:13:42,586 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 20:13:54,966 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 20:14:07,200 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.00077, Head : 0.0006, Avg : 0.00069 + +2023-05-31 20:14:08,402 - testrun_e1726b98 - [INFO] - [Epoch 0]: Training Loss: 0.46651, Valid MRR: 0.00069, + + + +2023-05-31 20:14:09,112 - testrun_e1726b98 - [INFO] - [E:1| 0]: Train Loss:0.29916, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:15:14,149 - testrun_e1726b98 - [INFO] - [E:1| 100]: Train Loss:0.28078, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:16:19,268 - testrun_e1726b98 - [INFO] - [E:1| 200]: Train Loss:0.26425, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:17:24,148 - testrun_e1726b98 - [INFO] - [E:1| 300]: Train Loss:0.24932, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:18:28,918 - testrun_e1726b98 - [INFO] - [E:1| 400]: Train Loss:0.23581, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:19:33,715 - testrun_e1726b98 - [INFO] - [E:1| 500]: Train Loss:0.22354, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:20:38,038 - testrun_e1726b98 - [INFO] - [E:1| 600]: Train Loss:0.21237, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:20:38,089 - testrun_e1726b98 - [INFO] - [Epoch:1]: Training Loss:0.2124 + +2023-05-31 20:20:38,356 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 20:20:50,664 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 20:21:02,799 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.00072, Head : 0.00059, Avg : 0.00065 + +2023-05-31 20:21:02,868 - testrun_e1726b98 - [INFO] - [Epoch 1]: Training Loss: 0.21237, Valid MRR: 0.00069, + + + +2023-05-31 20:21:03,589 - testrun_e1726b98 - [INFO] - [E:2| 0]: Train Loss:0.14823, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:22:08,432 - testrun_e1726b98 - [INFO] - [E:2| 100]: Train Loss:0.1407, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:23:13,255 - testrun_e1726b98 - [INFO] - [E:2| 200]: Train Loss:0.13392, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:24:18,088 - testrun_e1726b98 - [INFO] - [E:2| 300]: Train Loss:0.1277, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:25:22,866 - testrun_e1726b98 - [INFO] - [E:2| 400]: Train Loss:0.12197, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:26:27,636 - testrun_e1726b98 - [INFO] - [E:2| 500]: Train Loss:0.11669, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:27:32,058 - testrun_e1726b98 - [INFO] - [E:2| 600]: Train Loss:0.11181, Val MRR:0.00069, testrun_e1726b98 +2023-05-31 20:27:32,110 - testrun_e1726b98 - [INFO] - [Epoch:2]: Training Loss:0.1118 + +2023-05-31 20:27:32,378 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 20:27:44,683 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 20:27:56,852 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.00055, Head : 0.00096, Avg : 0.00076 + +2023-05-31 20:27:57,937 - testrun_e1726b98 - [INFO] - [Epoch 2]: Training Loss: 0.11181, Valid MRR: 0.00076, + + + +2023-05-31 20:27:58,640 - testrun_e1726b98 - [INFO] - [E:3| 0]: Train Loss:0.083568, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:29:03,404 - testrun_e1726b98 - [INFO] - [E:3| 100]: Train Loss:0.080049, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:30:08,204 - testrun_e1726b98 - [INFO] - [E:3| 200]: Train Loss:0.076796, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:31:13,025 - testrun_e1726b98 - [INFO] - [E:3| 300]: Train Loss:0.073784, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:32:17,827 - testrun_e1726b98 - [INFO] - [E:3| 400]: Train Loss:0.070972, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:33:22,644 - testrun_e1726b98 - [INFO] - [E:3| 500]: Train Loss:0.068342, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:34:26,976 - testrun_e1726b98 - [INFO] - [E:3| 600]: Train Loss:0.065886, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:34:27,028 - testrun_e1726b98 - [INFO] - [Epoch:3]: Training Loss:0.06589 + +2023-05-31 20:34:27,297 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 20:34:39,641 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 20:34:51,771 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.00073, Head : 0.00057, Avg : 0.00065 + +2023-05-31 20:34:51,825 - testrun_e1726b98 - [INFO] - [Epoch 3]: Training Loss: 0.065886, Valid MRR: 0.00076, + + + +2023-05-31 20:34:52,527 - testrun_e1726b98 - [INFO] - [E:4| 0]: Train Loss:0.051525, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:35:57,326 - testrun_e1726b98 - [INFO] - [E:4| 100]: Train Loss:0.049689, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:37:02,183 - testrun_e1726b98 - [INFO] - [E:4| 200]: Train Loss:0.047953, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:38:07,035 - testrun_e1726b98 - [INFO] - [E:4| 300]: Train Loss:0.046308, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:39:11,834 - testrun_e1726b98 - [INFO] - [E:4| 400]: Train Loss:0.044756, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:40:16,611 - testrun_e1726b98 - [INFO] - [E:4| 500]: Train Loss:0.043292, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:41:20,983 - testrun_e1726b98 - [INFO] - [E:4| 600]: Train Loss:0.041914, Val MRR:0.00076, testrun_e1726b98 +2023-05-31 20:41:21,054 - testrun_e1726b98 - [INFO] - [Epoch:4]: Training Loss:0.04191 + +2023-05-31 20:41:21,343 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 20:41:33,635 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 20:41:45,748 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.00095, Head : 0.00078, Avg : 0.00087 + +2023-05-31 20:41:46,809 - testrun_e1726b98 - [INFO] - [Epoch 4]: Training Loss: 0.041914, Valid MRR: 0.00087, + + + +2023-05-31 20:41:47,509 - testrun_e1726b98 - [INFO] - [E:5| 0]: Train Loss:0.033868, Val MRR:0.00087, testrun_e1726b98 +2023-05-31 20:42:52,306 - testrun_e1726b98 - [INFO] - [E:5| 100]: Train Loss:0.03274, Val MRR:0.00087, testrun_e1726b98 +2023-05-31 20:43:57,216 - testrun_e1726b98 - [INFO] - [E:5| 200]: Train Loss:0.03172, Val MRR:0.00087, testrun_e1726b98 +2023-05-31 20:45:02,008 - testrun_e1726b98 - [INFO] - [E:5| 300]: Train Loss:0.030743, Val MRR:0.00087, testrun_e1726b98 +2023-05-31 20:46:06,835 - testrun_e1726b98 - [INFO] - [E:5| 400]: Train Loss:0.02982, Val MRR:0.00087, testrun_e1726b98 +2023-05-31 20:47:11,596 - testrun_e1726b98 - [INFO] - [E:5| 500]: Train Loss:0.028944, Val MRR:0.00087, testrun_e1726b98 +2023-05-31 20:48:15,952 - testrun_e1726b98 - [INFO] - [E:5| 600]: Train Loss:0.028114, Val MRR:0.00087, testrun_e1726b98 +2023-05-31 20:48:16,020 - testrun_e1726b98 - [INFO] - [Epoch:5]: Training Loss:0.02811 + +2023-05-31 20:48:16,313 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 20:48:28,614 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 20:48:40,757 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.00466, Head : 0.00075, Avg : 0.00271 + +2023-05-31 20:48:41,844 - testrun_e1726b98 - [INFO] - [Epoch 5]: Training Loss: 0.028114, Valid MRR: 0.00271, + + + +2023-05-31 20:48:42,546 - testrun_e1726b98 - [INFO] - [E:6| 0]: Train Loss:0.02318, Val MRR:0.00271, testrun_e1726b98 +2023-05-31 20:49:47,411 - testrun_e1726b98 - [INFO] - [E:6| 100]: Train Loss:0.022535, Val MRR:0.00271, testrun_e1726b98 +2023-05-31 20:50:52,216 - testrun_e1726b98 - [INFO] - [E:6| 200]: Train Loss:0.021898, Val MRR:0.00271, testrun_e1726b98 +2023-05-31 20:51:56,984 - testrun_e1726b98 - [INFO] - [E:6| 300]: Train Loss:0.021286, Val MRR:0.00271, testrun_e1726b98 +2023-05-31 20:53:01,806 - testrun_e1726b98 - [INFO] - [E:6| 400]: Train Loss:0.020699, Val MRR:0.00271, testrun_e1726b98 +2023-05-31 20:54:06,564 - testrun_e1726b98 - [INFO] - [E:6| 500]: Train Loss:0.020145, Val MRR:0.00271, testrun_e1726b98 +2023-05-31 20:55:11,312 - testrun_e1726b98 - [INFO] - [E:6| 600]: Train Loss:0.019612, Val MRR:0.00271, testrun_e1726b98 +2023-05-31 20:55:11,377 - testrun_e1726b98 - [INFO] - [Epoch:6]: Training Loss:0.01961 + +2023-05-31 20:55:11,675 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 20:55:24,064 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 20:55:36,281 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.03894, Head : 0.00065, Avg : 0.0198 + +2023-05-31 20:55:37,588 - testrun_e1726b98 - [INFO] - [Epoch 6]: Training Loss: 0.019612, Valid MRR: 0.0198, + + + +2023-05-31 20:55:38,303 - testrun_e1726b98 - [INFO] - [E:7| 0]: Train Loss:0.016697, Val MRR:0.0198, testrun_e1726b98 +2023-05-31 20:56:43,470 - testrun_e1726b98 - [INFO] - [E:7| 100]: Train Loss:0.016047, Val MRR:0.0198, testrun_e1726b98 +2023-05-31 20:57:48,585 - testrun_e1726b98 - [INFO] - [E:7| 200]: Train Loss:0.015622, Val MRR:0.0198, testrun_e1726b98 +2023-05-31 20:58:53,411 - testrun_e1726b98 - [INFO] - [E:7| 300]: Train Loss:0.015223, Val MRR:0.0198, testrun_e1726b98 +2023-05-31 20:59:58,214 - testrun_e1726b98 - [INFO] - [E:7| 400]: Train Loss:0.014838, Val MRR:0.0198, testrun_e1726b98 +2023-05-31 21:01:03,022 - testrun_e1726b98 - [INFO] - [E:7| 500]: Train Loss:0.014468, Val MRR:0.0198, testrun_e1726b98 +2023-05-31 21:02:07,429 - testrun_e1726b98 - [INFO] - [E:7| 600]: Train Loss:0.014116, Val MRR:0.0198, testrun_e1726b98 +2023-05-31 21:02:07,502 - testrun_e1726b98 - [INFO] - [Epoch:7]: Training Loss:0.01412 + +2023-05-31 21:02:07,798 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 21:02:20,106 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 21:02:32,269 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.05328, Head : 0.00073, Avg : 0.027 + +2023-05-31 21:02:33,434 - testrun_e1726b98 - [INFO] - [Epoch 7]: Training Loss: 0.014116, Valid MRR: 0.027, + + + +2023-05-31 21:02:34,142 - testrun_e1726b98 - [INFO] - [E:8| 0]: Train Loss:0.012048, Val MRR:0.027, testrun_e1726b98 +2023-05-31 21:03:39,032 - testrun_e1726b98 - [INFO] - [E:8| 100]: Train Loss:0.011737, Val MRR:0.027, testrun_e1726b98 +2023-05-31 21:04:43,865 - testrun_e1726b98 - [INFO] - [E:8| 200]: Train Loss:0.011459, Val MRR:0.027, testrun_e1726b98 +2023-05-31 21:05:48,676 - testrun_e1726b98 - [INFO] - [E:8| 300]: Train Loss:0.011192, Val MRR:0.027, testrun_e1726b98 +2023-05-31 21:06:53,433 - testrun_e1726b98 - [INFO] - [E:8| 400]: Train Loss:0.010928, Val MRR:0.027, testrun_e1726b98 +2023-05-31 21:07:58,213 - testrun_e1726b98 - [INFO] - [E:8| 500]: Train Loss:0.01068, Val MRR:0.027, testrun_e1726b98 +2023-05-31 21:09:02,647 - testrun_e1726b98 - [INFO] - [E:8| 600]: Train Loss:0.010442, Val MRR:0.027, testrun_e1726b98 +2023-05-31 21:09:02,697 - testrun_e1726b98 - [INFO] - [Epoch:8]: Training Loss:0.01044 + +2023-05-31 21:09:02,965 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 21:09:15,296 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 21:09:27,445 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.06332, Head : 0.00075, Avg : 0.03204 + +2023-05-31 21:09:28,549 - testrun_e1726b98 - [INFO] - [Epoch 8]: Training Loss: 0.010442, Valid MRR: 0.03204, + + + +2023-05-31 21:09:29,282 - testrun_e1726b98 - [INFO] - [E:9| 0]: Train Loss:0.0090813, Val MRR:0.03204, testrun_e1726b98 +2023-05-31 21:10:34,056 - testrun_e1726b98 - [INFO] - [E:9| 100]: Train Loss:0.0088453, Val MRR:0.03204, testrun_e1726b98 +2023-05-31 21:11:38,871 - testrun_e1726b98 - [INFO] - [E:9| 200]: Train Loss:0.0086363, Val MRR:0.03204, testrun_e1726b98 +2023-05-31 21:12:43,753 - testrun_e1726b98 - [INFO] - [E:9| 300]: Train Loss:0.0084495, Val MRR:0.03204, testrun_e1726b98 +2023-05-31 21:13:48,611 - testrun_e1726b98 - [INFO] - [E:9| 400]: Train Loss:0.0082745, Val MRR:0.03204, testrun_e1726b98 +2023-05-31 21:14:53,446 - testrun_e1726b98 - [INFO] - [E:9| 500]: Train Loss:0.0081015, Val MRR:0.03204, testrun_e1726b98 +2023-05-31 21:15:57,887 - testrun_e1726b98 - [INFO] - [E:9| 600]: Train Loss:0.0079332, Val MRR:0.03204, testrun_e1726b98 +2023-05-31 21:15:57,938 - testrun_e1726b98 - [INFO] - [Epoch:9]: Training Loss:0.007933 + +2023-05-31 21:15:58,205 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 21:16:10,510 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 21:16:22,652 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.06784, Head : 0.0006, Avg : 0.03422 + MR: Tail : 3671.4, Head : 5170.6, Avg : 4421.0 + Hit-1: Tail : 0.03209, Head : 0.0, Avg : 0.01605 + Hit-3: Tail : 0.08947, Head : 0.0, Avg : 0.04473 + Hit-10: Tail : 0.14671, Head : 0.0, Avg : 0.07335 +2023-05-31 21:16:23,707 - testrun_e1726b98 - [INFO] - [Epoch 9]: Training Loss: 0.0079332, Valid MRR: 0.03422, + + + +2023-05-31 21:16:24,424 - testrun_e1726b98 - [INFO] - [E:10| 0]: Train Loss:0.0068664, Val MRR:0.03422, testrun_e1726b98 +2023-05-31 21:17:29,240 - testrun_e1726b98 - [INFO] - [E:10| 100]: Train Loss:0.0068209, Val MRR:0.03422, testrun_e1726b98 +2023-05-31 21:18:34,084 - testrun_e1726b98 - [INFO] - [E:10| 200]: Train Loss:0.0066776, Val MRR:0.03422, testrun_e1726b98 +2023-05-31 21:19:38,900 - testrun_e1726b98 - [INFO] - [E:10| 300]: Train Loss:0.0065449, Val MRR:0.03422, testrun_e1726b98 +2023-05-31 21:20:43,780 - testrun_e1726b98 - [INFO] - [E:10| 400]: Train Loss:0.006421, Val MRR:0.03422, testrun_e1726b98 +2023-05-31 21:21:48,590 - testrun_e1726b98 - [INFO] - [E:10| 500]: Train Loss:0.0063009, Val MRR:0.03422, testrun_e1726b98 +2023-05-31 21:22:53,008 - testrun_e1726b98 - [INFO] - [E:10| 600]: Train Loss:0.0061861, Val MRR:0.03422, testrun_e1726b98 +2023-05-31 21:22:53,083 - testrun_e1726b98 - [INFO] - [Epoch:10]: Training Loss:0.006186 + +2023-05-31 21:22:53,354 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 21:23:05,665 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 21:23:17,818 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.07161, Head : 0.00059, Avg : 0.0361 + +2023-05-31 21:23:18,954 - testrun_e1726b98 - [INFO] - [Epoch 10]: Training Loss: 0.0061861, Valid MRR: 0.0361, + + + +2023-05-31 21:23:19,662 - testrun_e1726b98 - [INFO] - [E:11| 0]: Train Loss:0.0055357, Val MRR:0.0361, testrun_e1726b98 +2023-05-31 21:24:24,495 - testrun_e1726b98 - [INFO] - [E:11| 100]: Train Loss:0.0053768, Val MRR:0.0361, testrun_e1726b98 +2023-05-31 21:25:29,324 - testrun_e1726b98 - [INFO] - [E:11| 200]: Train Loss:0.0052945, Val MRR:0.0361, testrun_e1726b98 +2023-05-31 21:26:34,257 - testrun_e1726b98 - [INFO] - [E:11| 300]: Train Loss:0.0052061, Val MRR:0.0361, testrun_e1726b98 +2023-05-31 21:27:39,092 - testrun_e1726b98 - [INFO] - [E:11| 400]: Train Loss:0.0051231, Val MRR:0.0361, testrun_e1726b98 +2023-05-31 21:28:43,978 - testrun_e1726b98 - [INFO] - [E:11| 500]: Train Loss:0.0050402, Val MRR:0.0361, testrun_e1726b98 +2023-05-31 21:29:48,417 - testrun_e1726b98 - [INFO] - [E:11| 600]: Train Loss:0.0049599, Val MRR:0.0361, testrun_e1726b98 +2023-05-31 21:29:48,477 - testrun_e1726b98 - [INFO] - [Epoch:11]: Training Loss:0.00496 + +2023-05-31 21:29:48,756 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 21:30:01,061 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 21:30:13,208 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.07282, Head : 0.00067, Avg : 0.03675 + +2023-05-31 21:30:14,262 - testrun_e1726b98 - [INFO] - [Epoch 11]: Training Loss: 0.0049599, Valid MRR: 0.03675, + + + +2023-05-31 21:30:14,963 - testrun_e1726b98 - [INFO] - [E:12| 0]: Train Loss:0.0045349, Val MRR:0.03675, testrun_e1726b98 +2023-05-31 21:31:19,835 - testrun_e1726b98 - [INFO] - [E:12| 100]: Train Loss:0.0044065, Val MRR:0.03675, testrun_e1726b98 +2023-05-31 21:32:24,673 - testrun_e1726b98 - [INFO] - [E:12| 200]: Train Loss:0.0043477, Val MRR:0.03675, testrun_e1726b98 +2023-05-31 21:33:29,541 - testrun_e1726b98 - [INFO] - [E:12| 300]: Train Loss:0.0042774, Val MRR:0.03675, testrun_e1726b98 +2023-05-31 21:34:34,387 - testrun_e1726b98 - [INFO] - [E:12| 400]: Train Loss:0.004214, Val MRR:0.03675, testrun_e1726b98 +2023-05-31 21:35:39,436 - testrun_e1726b98 - [INFO] - [E:12| 500]: Train Loss:0.0041548, Val MRR:0.03675, testrun_e1726b98 +2023-05-31 21:36:44,173 - testrun_e1726b98 - [INFO] - [E:12| 600]: Train Loss:0.0040946, Val MRR:0.03675, testrun_e1726b98 +2023-05-31 21:36:44,248 - testrun_e1726b98 - [INFO] - [Epoch:12]: Training Loss:0.004095 + +2023-05-31 21:36:44,537 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 21:36:56,971 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 21:37:09,202 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.07384, Head : 0.00062, Avg : 0.03723 + +2023-05-31 21:37:10,529 - testrun_e1726b98 - [INFO] - [Epoch 12]: Training Loss: 0.0040946, Valid MRR: 0.03723, + + + +2023-05-31 21:37:11,269 - testrun_e1726b98 - [INFO] - [E:13| 0]: Train Loss:0.0037353, Val MRR:0.03723, testrun_e1726b98 +2023-05-31 21:38:16,464 - testrun_e1726b98 - [INFO] - [E:13| 100]: Train Loss:0.0036963, Val MRR:0.03723, testrun_e1726b98 +2023-05-31 21:39:21,347 - testrun_e1726b98 - [INFO] - [E:13| 200]: Train Loss:0.0036554, Val MRR:0.03723, testrun_e1726b98 +2023-05-31 21:40:26,143 - testrun_e1726b98 - [INFO] - [E:13| 300]: Train Loss:0.0036044, Val MRR:0.03723, testrun_e1726b98 +2023-05-31 21:41:30,966 - testrun_e1726b98 - [INFO] - [E:13| 400]: Train Loss:0.0035592, Val MRR:0.03723, testrun_e1726b98 +2023-05-31 21:42:35,708 - testrun_e1726b98 - [INFO] - [E:13| 500]: Train Loss:0.0035214, Val MRR:0.03723, testrun_e1726b98 +2023-05-31 21:43:40,077 - testrun_e1726b98 - [INFO] - [E:13| 600]: Train Loss:0.0034845, Val MRR:0.03723, testrun_e1726b98 +2023-05-31 21:43:40,133 - testrun_e1726b98 - [INFO] - [Epoch:13]: Training Loss:0.003485 + +2023-05-31 21:43:40,401 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 21:43:52,733 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 21:44:04,908 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.07754, Head : 0.00069, Avg : 0.03911 + +2023-05-31 21:44:05,975 - testrun_e1726b98 - [INFO] - [Epoch 13]: Training Loss: 0.0034845, Valid MRR: 0.03911, + + + +2023-05-31 21:44:06,679 - testrun_e1726b98 - [INFO] - [E:14| 0]: Train Loss:0.0032262, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:45:11,512 - testrun_e1726b98 - [INFO] - [E:14| 100]: Train Loss:0.003208, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:46:16,344 - testrun_e1726b98 - [INFO] - [E:14| 200]: Train Loss:0.0031719, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:47:21,218 - testrun_e1726b98 - [INFO] - [E:14| 300]: Train Loss:0.0031394, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:48:26,019 - testrun_e1726b98 - [INFO] - [E:14| 400]: Train Loss:0.0031103, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:49:30,842 - testrun_e1726b98 - [INFO] - [E:14| 500]: Train Loss:0.0030831, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:50:35,230 - testrun_e1726b98 - [INFO] - [E:14| 600]: Train Loss:0.0030535, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:50:35,282 - testrun_e1726b98 - [INFO] - [Epoch:14]: Training Loss:0.003054 + +2023-05-31 21:50:35,551 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 21:50:47,873 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 21:51:00,005 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.07438, Head : 0.00062, Avg : 0.0375 + +2023-05-31 21:51:00,077 - testrun_e1726b98 - [INFO] - [Epoch 14]: Training Loss: 0.0030535, Valid MRR: 0.03911, + + + +2023-05-31 21:51:00,790 - testrun_e1726b98 - [INFO] - [E:15| 0]: Train Loss:0.0027714, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:52:05,565 - testrun_e1726b98 - [INFO] - [E:15| 100]: Train Loss:0.0028572, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:53:10,429 - testrun_e1726b98 - [INFO] - [E:15| 200]: Train Loss:0.0028334, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:54:15,251 - testrun_e1726b98 - [INFO] - [E:15| 300]: Train Loss:0.0028103, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:55:20,088 - testrun_e1726b98 - [INFO] - [E:15| 400]: Train Loss:0.0027906, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:56:24,848 - testrun_e1726b98 - [INFO] - [E:15| 500]: Train Loss:0.0027696, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:57:29,223 - testrun_e1726b98 - [INFO] - [E:15| 600]: Train Loss:0.0027518, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:57:29,274 - testrun_e1726b98 - [INFO] - [Epoch:15]: Training Loss:0.002752 + +2023-05-31 21:57:29,541 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 21:57:41,826 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 21:57:53,979 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.07477, Head : 0.00062, Avg : 0.0377 + +2023-05-31 21:57:54,048 - testrun_e1726b98 - [INFO] - [Epoch 15]: Training Loss: 0.0027518, Valid MRR: 0.03911, + + + +2023-05-31 21:57:54,760 - testrun_e1726b98 - [INFO] - [E:16| 0]: Train Loss:0.0024413, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 21:58:59,563 - testrun_e1726b98 - [INFO] - [E:16| 100]: Train Loss:0.0026142, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:00:04,352 - testrun_e1726b98 - [INFO] - [E:16| 200]: Train Loss:0.0025954, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:01:09,201 - testrun_e1726b98 - [INFO] - [E:16| 300]: Train Loss:0.0025881, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:02:14,011 - testrun_e1726b98 - [INFO] - [E:16| 400]: Train Loss:0.0025727, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:03:18,860 - testrun_e1726b98 - [INFO] - [E:16| 500]: Train Loss:0.0025595, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:04:23,207 - testrun_e1726b98 - [INFO] - [E:16| 600]: Train Loss:0.0025457, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:04:23,263 - testrun_e1726b98 - [INFO] - [Epoch:16]: Training Loss:0.002546 + +2023-05-31 22:04:23,553 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 22:04:35,864 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 22:04:47,999 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.07375, Head : 0.00071, Avg : 0.03723 + +2023-05-31 22:04:48,051 - testrun_e1726b98 - [INFO] - [Epoch 16]: Training Loss: 0.0025457, Valid MRR: 0.03911, + + + +2023-05-31 22:04:48,773 - testrun_e1726b98 - [INFO] - [E:17| 0]: Train Loss:0.0027694, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:05:53,581 - testrun_e1726b98 - [INFO] - [E:17| 100]: Train Loss:0.0024464, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:06:58,412 - testrun_e1726b98 - [INFO] - [E:17| 200]: Train Loss:0.0024285, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:08:03,253 - testrun_e1726b98 - [INFO] - [E:17| 300]: Train Loss:0.0024266, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:09:08,101 - testrun_e1726b98 - [INFO] - [E:17| 400]: Train Loss:0.0024247, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:10:12,923 - testrun_e1726b98 - [INFO] - [E:17| 500]: Train Loss:0.0024132, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:11:17,300 - testrun_e1726b98 - [INFO] - [E:17| 600]: Train Loss:0.002404, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:11:17,352 - testrun_e1726b98 - [INFO] - [Epoch:17]: Training Loss:0.002404 + +2023-05-31 22:11:17,620 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 22:11:29,962 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 22:11:42,120 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.07423, Head : 0.00077, Avg : 0.0375 + +2023-05-31 22:11:42,171 - testrun_e1726b98 - [INFO] - [Epoch 17]: Training Loss: 0.002404, Valid MRR: 0.03911, + + + +2023-05-31 22:11:42,870 - testrun_e1726b98 - [INFO] - [E:18| 0]: Train Loss:0.0024332, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:12:47,674 - testrun_e1726b98 - [INFO] - [E:18| 100]: Train Loss:0.0023268, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:13:52,450 - testrun_e1726b98 - [INFO] - [E:18| 200]: Train Loss:0.0023315, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:14:57,226 - testrun_e1726b98 - [INFO] - [E:18| 300]: Train Loss:0.0023268, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:16:02,128 - testrun_e1726b98 - [INFO] - [E:18| 400]: Train Loss:0.0023192, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:17:07,102 - testrun_e1726b98 - [INFO] - [E:18| 500]: Train Loss:0.0023131, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:18:11,732 - testrun_e1726b98 - [INFO] - [E:18| 600]: Train Loss:0.0023076, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:18:11,785 - testrun_e1726b98 - [INFO] - [Epoch:18]: Training Loss:0.002308 + +2023-05-31 22:18:12,057 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 22:18:24,422 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 22:18:36,624 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.07529, Head : 0.00082, Avg : 0.03805 + +2023-05-31 22:18:36,684 - testrun_e1726b98 - [INFO] - [Epoch 18]: Training Loss: 0.0023076, Valid MRR: 0.03911, + + + +2023-05-31 22:18:37,408 - testrun_e1726b98 - [INFO] - [E:19| 0]: Train Loss:0.0023244, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:19:42,328 - testrun_e1726b98 - [INFO] - [E:19| 100]: Train Loss:0.002253, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:20:47,219 - testrun_e1726b98 - [INFO] - [E:19| 200]: Train Loss:0.0022513, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:21:52,125 - testrun_e1726b98 - [INFO] - [E:19| 300]: Train Loss:0.0022511, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:22:56,985 - testrun_e1726b98 - [INFO] - [E:19| 400]: Train Loss:0.0022486, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:24:01,831 - testrun_e1726b98 - [INFO] - [E:19| 500]: Train Loss:0.0022453, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:25:06,300 - testrun_e1726b98 - [INFO] - [E:19| 600]: Train Loss:0.0022441, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:25:06,351 - testrun_e1726b98 - [INFO] - [Epoch:19]: Training Loss:0.002244 + +2023-05-31 22:25:06,618 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 22:25:18,927 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 22:25:31,065 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.07603, Head : 0.00086, Avg : 0.03844 + MR: Tail : 2327.5, Head : 3553.1, Avg : 2940.3 + Hit-1: Tail : 0.03209, Head : 0.0, Avg : 0.01605 + Hit-3: Tail : 0.08933, Head : 0.0, Avg : 0.04467 + Hit-10: Tail : 0.16185, Head : 0.0, Avg : 0.08093 +2023-05-31 22:25:31,118 - testrun_e1726b98 - [INFO] - [Epoch 19]: Training Loss: 0.0022441, Valid MRR: 0.03911, + + + +2023-05-31 22:25:31,817 - testrun_e1726b98 - [INFO] - [E:20| 0]: Train Loss:0.002163, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:26:36,667 - testrun_e1726b98 - [INFO] - [E:20| 100]: Train Loss:0.0022068, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:27:41,575 - testrun_e1726b98 - [INFO] - [E:20| 200]: Train Loss:0.0022172, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:28:46,407 - testrun_e1726b98 - [INFO] - [E:20| 300]: Train Loss:0.002212, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:29:51,340 - testrun_e1726b98 - [INFO] - [E:20| 400]: Train Loss:0.0022057, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:30:56,205 - testrun_e1726b98 - [INFO] - [E:20| 500]: Train Loss:0.0022025, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:32:00,622 - testrun_e1726b98 - [INFO] - [E:20| 600]: Train Loss:0.0022034, Val MRR:0.03911, testrun_e1726b98 +2023-05-31 22:32:00,695 - testrun_e1726b98 - [INFO] - [Epoch:20]: Training Loss:0.002203 + +2023-05-31 22:32:00,968 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 22:32:13,279 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 22:32:25,410 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.07799, Head : 0.00091, Avg : 0.03945 + +2023-05-31 22:32:26,618 - testrun_e1726b98 - [INFO] - [Epoch 20]: Training Loss: 0.0022034, Valid MRR: 0.03945, + + + +2023-05-31 22:32:27,356 - testrun_e1726b98 - [INFO] - [E:21| 0]: Train Loss:0.0024841, Val MRR:0.03945, testrun_e1726b98 +2023-05-31 22:33:32,234 - testrun_e1726b98 - [INFO] - [E:21| 100]: Train Loss:0.0021704, Val MRR:0.03945, testrun_e1726b98 +2023-05-31 22:34:37,115 - testrun_e1726b98 - [INFO] - [E:21| 200]: Train Loss:0.0021748, Val MRR:0.03945, testrun_e1726b98 +2023-05-31 22:35:41,998 - testrun_e1726b98 - [INFO] - [E:21| 300]: Train Loss:0.0021839, Val MRR:0.03945, testrun_e1726b98 +2023-05-31 22:36:46,851 - testrun_e1726b98 - [INFO] - [E:21| 400]: Train Loss:0.0021804, Val MRR:0.03945, testrun_e1726b98 +2023-05-31 22:37:51,736 - testrun_e1726b98 - [INFO] - [E:21| 500]: Train Loss:0.0021751, Val MRR:0.03945, testrun_e1726b98 +2023-05-31 22:38:56,101 - testrun_e1726b98 - [INFO] - [E:21| 600]: Train Loss:0.0021753, Val MRR:0.03945, testrun_e1726b98 +2023-05-31 22:38:56,151 - testrun_e1726b98 - [INFO] - [Epoch:21]: Training Loss:0.002175 + +2023-05-31 22:38:56,438 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 22:39:08,745 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 22:39:20,875 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.07829, Head : 0.0009, Avg : 0.0396 + +2023-05-31 22:39:21,934 - testrun_e1726b98 - [INFO] - [Epoch 21]: Training Loss: 0.0021753, Valid MRR: 0.0396, + + + +2023-05-31 22:39:22,634 - testrun_e1726b98 - [INFO] - [E:22| 0]: Train Loss:0.0019766, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:40:27,487 - testrun_e1726b98 - [INFO] - [E:22| 100]: Train Loss:0.0021439, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:41:32,351 - testrun_e1726b98 - [INFO] - [E:22| 200]: Train Loss:0.002151, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:42:37,263 - testrun_e1726b98 - [INFO] - [E:22| 300]: Train Loss:0.0021483, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:43:42,150 - testrun_e1726b98 - [INFO] - [E:22| 400]: Train Loss:0.0021596, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:44:47,021 - testrun_e1726b98 - [INFO] - [E:22| 500]: Train Loss:0.0021593, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:45:51,383 - testrun_e1726b98 - [INFO] - [E:22| 600]: Train Loss:0.0021585, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:45:51,434 - testrun_e1726b98 - [INFO] - [Epoch:22]: Training Loss:0.002158 + +2023-05-31 22:45:51,703 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 22:46:04,003 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 22:46:16,140 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.07706, Head : 0.00096, Avg : 0.03901 + +2023-05-31 22:46:16,192 - testrun_e1726b98 - [INFO] - [Epoch 22]: Training Loss: 0.0021585, Valid MRR: 0.0396, + + + +2023-05-31 22:46:16,897 - testrun_e1726b98 - [INFO] - [E:23| 0]: Train Loss:0.0021344, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:47:21,697 - testrun_e1726b98 - [INFO] - [E:23| 100]: Train Loss:0.0021632, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:48:26,612 - testrun_e1726b98 - [INFO] - [E:23| 200]: Train Loss:0.0021506, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:49:31,473 - testrun_e1726b98 - [INFO] - [E:23| 300]: Train Loss:0.0021526, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:50:36,340 - testrun_e1726b98 - [INFO] - [E:23| 400]: Train Loss:0.0021506, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:51:41,147 - testrun_e1726b98 - [INFO] - [E:23| 500]: Train Loss:0.00215, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:52:45,508 - testrun_e1726b98 - [INFO] - [E:23| 600]: Train Loss:0.0021481, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:52:45,558 - testrun_e1726b98 - [INFO] - [Epoch:23]: Training Loss:0.002148 + +2023-05-31 22:52:45,848 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 22:52:58,151 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 22:53:10,302 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.07593, Head : 0.00099, Avg : 0.03846 + +2023-05-31 22:53:10,358 - testrun_e1726b98 - [INFO] - [Epoch 23]: Training Loss: 0.0021481, Valid MRR: 0.0396, + + + +2023-05-31 22:53:11,063 - testrun_e1726b98 - [INFO] - [E:24| 0]: Train Loss:0.0020997, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:54:15,928 - testrun_e1726b98 - [INFO] - [E:24| 100]: Train Loss:0.002149, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:55:20,765 - testrun_e1726b98 - [INFO] - [E:24| 200]: Train Loss:0.0021348, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:56:25,666 - testrun_e1726b98 - [INFO] - [E:24| 300]: Train Loss:0.0021408, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:57:30,868 - testrun_e1726b98 - [INFO] - [E:24| 400]: Train Loss:0.0021431, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:58:36,087 - testrun_e1726b98 - [INFO] - [E:24| 500]: Train Loss:0.0021397, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:59:40,907 - testrun_e1726b98 - [INFO] - [E:24| 600]: Train Loss:0.0021408, Val MRR:0.0396, testrun_e1726b98 +2023-05-31 22:59:40,958 - testrun_e1726b98 - [INFO] - [Epoch:24]: Training Loss:0.002141 + +2023-05-31 22:59:41,225 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 22:59:53,568 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 23:00:05,727 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.08027, Head : 0.00102, Avg : 0.04064 + +2023-05-31 23:00:06,814 - testrun_e1726b98 - [INFO] - [Epoch 24]: Training Loss: 0.0021408, Valid MRR: 0.04064, + + + +2023-05-31 23:00:07,518 - testrun_e1726b98 - [INFO] - [E:25| 0]: Train Loss:0.0022242, Val MRR:0.04064, testrun_e1726b98 +2023-05-31 23:01:12,434 - testrun_e1726b98 - [INFO] - [E:25| 100]: Train Loss:0.0021804, Val MRR:0.04064, testrun_e1726b98 +2023-05-31 23:02:17,323 - testrun_e1726b98 - [INFO] - [E:25| 200]: Train Loss:0.0021678, Val MRR:0.04064, testrun_e1726b98 +2023-05-31 23:03:22,145 - testrun_e1726b98 - [INFO] - [E:25| 300]: Train Loss:0.0021497, Val MRR:0.04064, testrun_e1726b98 +2023-05-31 23:04:27,060 - testrun_e1726b98 - [INFO] - [E:25| 400]: Train Loss:0.0021406, Val MRR:0.04064, testrun_e1726b98 +2023-05-31 23:05:31,927 - testrun_e1726b98 - [INFO] - [E:25| 500]: Train Loss:0.0021377, Val MRR:0.04064, testrun_e1726b98 +2023-05-31 23:06:36,390 - testrun_e1726b98 - [INFO] - [E:25| 600]: Train Loss:0.0021366, Val MRR:0.04064, testrun_e1726b98 +2023-05-31 23:06:36,456 - testrun_e1726b98 - [INFO] - [Epoch:25]: Training Loss:0.002137 + +2023-05-31 23:06:36,738 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 23:06:49,069 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 23:07:01,217 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.08035, Head : 0.00106, Avg : 0.0407 + +2023-05-31 23:07:02,302 - testrun_e1726b98 - [INFO] - [Epoch 25]: Training Loss: 0.0021366, Valid MRR: 0.0407, + + + +2023-05-31 23:07:03,011 - testrun_e1726b98 - [INFO] - [E:26| 0]: Train Loss:0.0020038, Val MRR:0.0407, testrun_e1726b98 +2023-05-31 23:08:07,879 - testrun_e1726b98 - [INFO] - [E:26| 100]: Train Loss:0.0021321, Val MRR:0.0407, testrun_e1726b98 +2023-05-31 23:09:12,797 - testrun_e1726b98 - [INFO] - [E:26| 200]: Train Loss:0.0021361, Val MRR:0.0407, testrun_e1726b98 +2023-05-31 23:10:17,689 - testrun_e1726b98 - [INFO] - [E:26| 300]: Train Loss:0.0021349, Val MRR:0.0407, testrun_e1726b98 +2023-05-31 23:11:22,584 - testrun_e1726b98 - [INFO] - [E:26| 400]: Train Loss:0.0021344, Val MRR:0.0407, testrun_e1726b98 +2023-05-31 23:12:27,503 - testrun_e1726b98 - [INFO] - [E:26| 500]: Train Loss:0.0021327, Val MRR:0.0407, testrun_e1726b98 +2023-05-31 23:13:31,844 - testrun_e1726b98 - [INFO] - [E:26| 600]: Train Loss:0.0021329, Val MRR:0.0407, testrun_e1726b98 +2023-05-31 23:13:31,899 - testrun_e1726b98 - [INFO] - [Epoch:26]: Training Loss:0.002133 + +2023-05-31 23:13:32,171 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 23:13:44,497 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 23:13:56,649 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.08195, Head : 0.00112, Avg : 0.04153 + +2023-05-31 23:13:57,841 - testrun_e1726b98 - [INFO] - [Epoch 26]: Training Loss: 0.0021329, Valid MRR: 0.04153, + + + +2023-05-31 23:13:58,541 - testrun_e1726b98 - [INFO] - [E:27| 0]: Train Loss:0.0022971, Val MRR:0.04153, testrun_e1726b98 +2023-05-31 23:15:03,407 - testrun_e1726b98 - [INFO] - [E:27| 100]: Train Loss:0.0021313, Val MRR:0.04153, testrun_e1726b98 +2023-05-31 23:16:08,307 - testrun_e1726b98 - [INFO] - [E:27| 200]: Train Loss:0.002121, Val MRR:0.04153, testrun_e1726b98 +2023-05-31 23:17:13,157 - testrun_e1726b98 - [INFO] - [E:27| 300]: Train Loss:0.0021291, Val MRR:0.04153, testrun_e1726b98 +2023-05-31 23:18:18,045 - testrun_e1726b98 - [INFO] - [E:27| 400]: Train Loss:0.0021252, Val MRR:0.04153, testrun_e1726b98 +2023-05-31 23:19:22,990 - testrun_e1726b98 - [INFO] - [E:27| 500]: Train Loss:0.0021289, Val MRR:0.04153, testrun_e1726b98 +2023-05-31 23:20:27,377 - testrun_e1726b98 - [INFO] - [E:27| 600]: Train Loss:0.002131, Val MRR:0.04153, testrun_e1726b98 +2023-05-31 23:20:27,442 - testrun_e1726b98 - [INFO] - [Epoch:27]: Training Loss:0.002131 + +2023-05-31 23:20:27,716 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 23:20:40,025 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 23:20:52,183 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.08988, Head : 0.00115, Avg : 0.04552 + +2023-05-31 23:20:53,267 - testrun_e1726b98 - [INFO] - [Epoch 27]: Training Loss: 0.002131, Valid MRR: 0.04552, + + + +2023-05-31 23:20:53,968 - testrun_e1726b98 - [INFO] - [E:28| 0]: Train Loss:0.0020797, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:21:58,794 - testrun_e1726b98 - [INFO] - [E:28| 100]: Train Loss:0.0021208, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:23:03,633 - testrun_e1726b98 - [INFO] - [E:28| 200]: Train Loss:0.0021223, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:24:08,530 - testrun_e1726b98 - [INFO] - [E:28| 300]: Train Loss:0.00212, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:25:13,405 - testrun_e1726b98 - [INFO] - [E:28| 400]: Train Loss:0.0021262, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:26:18,268 - testrun_e1726b98 - [INFO] - [E:28| 500]: Train Loss:0.0021291, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:27:22,706 - testrun_e1726b98 - [INFO] - [E:28| 600]: Train Loss:0.0021274, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:27:22,757 - testrun_e1726b98 - [INFO] - [Epoch:28]: Training Loss:0.002127 + +2023-05-31 23:27:23,026 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 23:27:35,359 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 23:27:47,536 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.08503, Head : 0.00124, Avg : 0.04313 + +2023-05-31 23:27:47,587 - testrun_e1726b98 - [INFO] - [Epoch 28]: Training Loss: 0.0021274, Valid MRR: 0.04552, + + + +2023-05-31 23:27:48,293 - testrun_e1726b98 - [INFO] - [E:29| 0]: Train Loss:0.0023377, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:28:53,232 - testrun_e1726b98 - [INFO] - [E:29| 100]: Train Loss:0.0021248, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:29:58,148 - testrun_e1726b98 - [INFO] - [E:29| 200]: Train Loss:0.0021322, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:31:02,982 - testrun_e1726b98 - [INFO] - [E:29| 300]: Train Loss:0.0021281, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:32:07,844 - testrun_e1726b98 - [INFO] - [E:29| 400]: Train Loss:0.0021289, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:33:12,757 - testrun_e1726b98 - [INFO] - [E:29| 500]: Train Loss:0.0021274, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:34:17,217 - testrun_e1726b98 - [INFO] - [E:29| 600]: Train Loss:0.002124, Val MRR:0.04552, testrun_e1726b98 +2023-05-31 23:34:17,285 - testrun_e1726b98 - [INFO] - [Epoch:29]: Training Loss:0.002124 + +2023-05-31 23:34:17,564 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 23:34:29,887 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 23:34:42,068 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.09553, Head : 0.00131, Avg : 0.04842 + MR: Tail : 2078.1, Head : 3251.4, Avg : 2664.8 + Hit-1: Tail : 0.04918, Head : 0.0, Avg : 0.02459 + Hit-3: Tail : 0.09822, Head : 0.0, Avg : 0.04911 + Hit-10: Tail : 0.18436, Head : 0.0, Avg : 0.09218 +2023-05-31 23:34:43,237 - testrun_e1726b98 - [INFO] - [Epoch 29]: Training Loss: 0.002124, Valid MRR: 0.04842, + + + +2023-05-31 23:34:43,942 - testrun_e1726b98 - [INFO] - [E:30| 0]: Train Loss:0.0019701, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:35:48,795 - testrun_e1726b98 - [INFO] - [E:30| 100]: Train Loss:0.002108, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:36:53,695 - testrun_e1726b98 - [INFO] - [E:30| 200]: Train Loss:0.0021135, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:37:58,860 - testrun_e1726b98 - [INFO] - [E:30| 300]: Train Loss:0.0021183, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:39:04,041 - testrun_e1726b98 - [INFO] - [E:30| 400]: Train Loss:0.0021225, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:40:09,361 - testrun_e1726b98 - [INFO] - [E:30| 500]: Train Loss:0.00212, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:41:13,961 - testrun_e1726b98 - [INFO] - [E:30| 600]: Train Loss:0.0021205, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:41:14,011 - testrun_e1726b98 - [INFO] - [Epoch:30]: Training Loss:0.00212 + +2023-05-31 23:41:14,280 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 23:41:26,618 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 23:41:38,771 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.09372, Head : 0.00138, Avg : 0.04755 + +2023-05-31 23:41:38,848 - testrun_e1726b98 - [INFO] - [Epoch 30]: Training Loss: 0.0021205, Valid MRR: 0.04842, + + + +2023-05-31 23:41:39,586 - testrun_e1726b98 - [INFO] - [E:31| 0]: Train Loss:0.0021869, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:42:44,508 - testrun_e1726b98 - [INFO] - [E:31| 100]: Train Loss:0.0021326, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:43:49,419 - testrun_e1726b98 - [INFO] - [E:31| 200]: Train Loss:0.0021254, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:44:54,251 - testrun_e1726b98 - [INFO] - [E:31| 300]: Train Loss:0.002123, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:45:59,178 - testrun_e1726b98 - [INFO] - [E:31| 400]: Train Loss:0.002122, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:47:04,072 - testrun_e1726b98 - [INFO] - [E:31| 500]: Train Loss:0.0021189, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:48:08,532 - testrun_e1726b98 - [INFO] - [E:31| 600]: Train Loss:0.0021149, Val MRR:0.04842, testrun_e1726b98 +2023-05-31 23:48:08,598 - testrun_e1726b98 - [INFO] - [Epoch:31]: Training Loss:0.002115 + +2023-05-31 23:48:08,873 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 23:48:21,194 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 23:48:33,329 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.10394, Head : 0.00155, Avg : 0.05274 + +2023-05-31 23:48:34,583 - testrun_e1726b98 - [INFO] - [Epoch 31]: Training Loss: 0.0021149, Valid MRR: 0.05274, + + + +2023-05-31 23:48:35,283 - testrun_e1726b98 - [INFO] - [E:32| 0]: Train Loss:0.0019299, Val MRR:0.05274, testrun_e1726b98 +2023-05-31 23:49:40,194 - testrun_e1726b98 - [INFO] - [E:32| 100]: Train Loss:0.0020827, Val MRR:0.05274, testrun_e1726b98 +2023-05-31 23:50:45,052 - testrun_e1726b98 - [INFO] - [E:32| 200]: Train Loss:0.0020933, Val MRR:0.05274, testrun_e1726b98 +2023-05-31 23:51:49,879 - testrun_e1726b98 - [INFO] - [E:32| 300]: Train Loss:0.0021075, Val MRR:0.05274, testrun_e1726b98 +2023-05-31 23:52:54,797 - testrun_e1726b98 - [INFO] - [E:32| 400]: Train Loss:0.0021083, Val MRR:0.05274, testrun_e1726b98 +2023-05-31 23:53:59,671 - testrun_e1726b98 - [INFO] - [E:32| 500]: Train Loss:0.0021124, Val MRR:0.05274, testrun_e1726b98 +2023-05-31 23:55:04,123 - testrun_e1726b98 - [INFO] - [E:32| 600]: Train Loss:0.0021097, Val MRR:0.05274, testrun_e1726b98 +2023-05-31 23:55:04,196 - testrun_e1726b98 - [INFO] - [Epoch:32]: Training Loss:0.00211 + +2023-05-31 23:55:04,494 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-05-31 23:55:16,815 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-05-31 23:55:28,979 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.10694, Head : 0.00166, Avg : 0.0543 + +2023-05-31 23:55:30,137 - testrun_e1726b98 - [INFO] - [Epoch 32]: Training Loss: 0.0021097, Valid MRR: 0.0543, + + + +2023-05-31 23:55:30,843 - testrun_e1726b98 - [INFO] - [E:33| 0]: Train Loss:0.0021015, Val MRR:0.0543, testrun_e1726b98 +2023-05-31 23:56:35,756 - testrun_e1726b98 - [INFO] - [E:33| 100]: Train Loss:0.0021094, Val MRR:0.0543, testrun_e1726b98 +2023-05-31 23:57:40,673 - testrun_e1726b98 - [INFO] - [E:33| 200]: Train Loss:0.0021111, Val MRR:0.0543, testrun_e1726b98 +2023-05-31 23:58:45,587 - testrun_e1726b98 - [INFO] - [E:33| 300]: Train Loss:0.0021064, Val MRR:0.0543, testrun_e1726b98 +2023-05-31 23:59:50,477 - testrun_e1726b98 - [INFO] - [E:33| 400]: Train Loss:0.0021083, Val MRR:0.0543, testrun_e1726b98 +2023-06-01 00:00:55,394 - testrun_e1726b98 - [INFO] - [E:33| 500]: Train Loss:0.0021055, Val MRR:0.0543, testrun_e1726b98 +2023-06-01 00:01:59,801 - testrun_e1726b98 - [INFO] - [E:33| 600]: Train Loss:0.0021047, Val MRR:0.0543, testrun_e1726b98 +2023-06-01 00:01:59,852 - testrun_e1726b98 - [INFO] - [Epoch:33]: Training Loss:0.002105 + +2023-06-01 00:02:00,120 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 00:02:12,448 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 00:02:24,604 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.11643, Head : 0.00185, Avg : 0.05914 + +2023-06-01 00:02:25,799 - testrun_e1726b98 - [INFO] - [Epoch 33]: Training Loss: 0.0021047, Valid MRR: 0.05914, + + + +2023-06-01 00:02:26,510 - testrun_e1726b98 - [INFO] - [E:34| 0]: Train Loss:0.0025841, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:03:31,408 - testrun_e1726b98 - [INFO] - [E:34| 100]: Train Loss:0.0021229, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:04:36,321 - testrun_e1726b98 - [INFO] - [E:34| 200]: Train Loss:0.0021064, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:05:41,184 - testrun_e1726b98 - [INFO] - [E:34| 300]: Train Loss:0.0021075, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:06:46,010 - testrun_e1726b98 - [INFO] - [E:34| 400]: Train Loss:0.0020996, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:07:50,872 - testrun_e1726b98 - [INFO] - [E:34| 500]: Train Loss:0.0020971, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:08:55,264 - testrun_e1726b98 - [INFO] - [E:34| 600]: Train Loss:0.0020987, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:08:55,334 - testrun_e1726b98 - [INFO] - [Epoch:34]: Training Loss:0.002099 + +2023-06-01 00:08:55,633 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 00:09:07,951 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 00:09:20,121 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.11405, Head : 0.00196, Avg : 0.05801 + +2023-06-01 00:09:20,172 - testrun_e1726b98 - [INFO] - [Epoch 34]: Training Loss: 0.0020987, Valid MRR: 0.05914, + + + +2023-06-01 00:09:20,873 - testrun_e1726b98 - [INFO] - [E:35| 0]: Train Loss:0.0019646, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:10:25,780 - testrun_e1726b98 - [INFO] - [E:35| 100]: Train Loss:0.0020825, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:11:30,631 - testrun_e1726b98 - [INFO] - [E:35| 200]: Train Loss:0.0020912, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:12:35,527 - testrun_e1726b98 - [INFO] - [E:35| 300]: Train Loss:0.0020911, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:13:40,437 - testrun_e1726b98 - [INFO] - [E:35| 400]: Train Loss:0.0020886, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:14:45,300 - testrun_e1726b98 - [INFO] - [E:35| 500]: Train Loss:0.0020892, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:15:49,755 - testrun_e1726b98 - [INFO] - [E:35| 600]: Train Loss:0.0020938, Val MRR:0.05914, testrun_e1726b98 +2023-06-01 00:15:49,807 - testrun_e1726b98 - [INFO] - [Epoch:35]: Training Loss:0.002094 + +2023-06-01 00:15:50,075 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 00:16:02,465 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 00:16:14,630 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.12657, Head : 0.0021, Avg : 0.06433 + +2023-06-01 00:16:15,773 - testrun_e1726b98 - [INFO] - [Epoch 35]: Training Loss: 0.0020938, Valid MRR: 0.06433, + + + +2023-06-01 00:16:16,485 - testrun_e1726b98 - [INFO] - [E:36| 0]: Train Loss:0.0020306, Val MRR:0.06433, testrun_e1726b98 +2023-06-01 00:17:21,462 - testrun_e1726b98 - [INFO] - [E:36| 100]: Train Loss:0.0020906, Val MRR:0.06433, testrun_e1726b98 +2023-06-01 00:18:26,520 - testrun_e1726b98 - [INFO] - [E:36| 200]: Train Loss:0.0020756, Val MRR:0.06433, testrun_e1726b98 +2023-06-01 00:19:31,777 - testrun_e1726b98 - [INFO] - [E:36| 300]: Train Loss:0.002081, Val MRR:0.06433, testrun_e1726b98 +2023-06-01 00:20:36,967 - testrun_e1726b98 - [INFO] - [E:36| 400]: Train Loss:0.0020881, Val MRR:0.06433, testrun_e1726b98 +2023-06-01 00:21:42,106 - testrun_e1726b98 - [INFO] - [E:36| 500]: Train Loss:0.0020884, Val MRR:0.06433, testrun_e1726b98 +2023-06-01 00:22:46,633 - testrun_e1726b98 - [INFO] - [E:36| 600]: Train Loss:0.0020883, Val MRR:0.06433, testrun_e1726b98 +2023-06-01 00:22:46,695 - testrun_e1726b98 - [INFO] - [Epoch:36]: Training Loss:0.002088 + +2023-06-01 00:22:47,008 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 00:22:59,361 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 00:23:11,513 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.13155, Head : 0.00227, Avg : 0.06691 + +2023-06-01 00:23:12,753 - testrun_e1726b98 - [INFO] - [Epoch 36]: Training Loss: 0.0020883, Valid MRR: 0.06691, + + + +2023-06-01 00:23:13,463 - testrun_e1726b98 - [INFO] - [E:37| 0]: Train Loss:0.0020154, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:24:18,354 - testrun_e1726b98 - [INFO] - [E:37| 100]: Train Loss:0.0020713, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:25:23,283 - testrun_e1726b98 - [INFO] - [E:37| 200]: Train Loss:0.0020798, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:26:28,229 - testrun_e1726b98 - [INFO] - [E:37| 300]: Train Loss:0.0020812, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:27:33,085 - testrun_e1726b98 - [INFO] - [E:37| 400]: Train Loss:0.0020873, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:28:38,000 - testrun_e1726b98 - [INFO] - [E:37| 500]: Train Loss:0.0020855, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:29:42,466 - testrun_e1726b98 - [INFO] - [E:37| 600]: Train Loss:0.0020835, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:29:42,518 - testrun_e1726b98 - [INFO] - [Epoch:37]: Training Loss:0.002083 + +2023-06-01 00:29:42,788 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 00:29:55,144 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 00:30:07,296 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.12975, Head : 0.00238, Avg : 0.06606 + +2023-06-01 00:30:07,351 - testrun_e1726b98 - [INFO] - [Epoch 37]: Training Loss: 0.0020835, Valid MRR: 0.06691, + + + +2023-06-01 00:30:08,056 - testrun_e1726b98 - [INFO] - [E:38| 0]: Train Loss:0.0021124, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:31:12,953 - testrun_e1726b98 - [INFO] - [E:38| 100]: Train Loss:0.0020887, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:32:17,851 - testrun_e1726b98 - [INFO] - [E:38| 200]: Train Loss:0.00209, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:33:24,198 - testrun_e1726b98 - [INFO] - [E:38| 300]: Train Loss:0.0020878, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:35:01,736 - testrun_e1726b98 - [INFO] - [E:38| 400]: Train Loss:0.00208, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:36:35,305 - testrun_e1726b98 - [INFO] - [E:38| 500]: Train Loss:0.0020786, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:38:08,511 - testrun_e1726b98 - [INFO] - [E:38| 600]: Train Loss:0.0020781, Val MRR:0.06691, testrun_e1726b98 +2023-06-01 00:38:08,564 - testrun_e1726b98 - [INFO] - [Epoch:38]: Training Loss:0.002078 + +2023-06-01 00:38:08,902 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 00:38:27,916 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 00:38:46,766 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.13471, Head : 0.00258, Avg : 0.06865 + +2023-06-01 00:38:47,957 - testrun_e1726b98 - [INFO] - [Epoch 38]: Training Loss: 0.0020781, Valid MRR: 0.06865, + + + +2023-06-01 00:38:48,989 - testrun_e1726b98 - [INFO] - [E:39| 0]: Train Loss:0.002074, Val MRR:0.06865, testrun_e1726b98 +2023-06-01 00:40:22,759 - testrun_e1726b98 - [INFO] - [E:39| 100]: Train Loss:0.0020821, Val MRR:0.06865, testrun_e1726b98 +2023-06-01 00:42:00,574 - testrun_e1726b98 - [INFO] - [E:39| 200]: Train Loss:0.0020787, Val MRR:0.06865, testrun_e1726b98 +2023-06-01 00:43:36,388 - testrun_e1726b98 - [INFO] - [E:39| 300]: Train Loss:0.0020768, Val MRR:0.06865, testrun_e1726b98 +2023-06-01 00:45:12,693 - testrun_e1726b98 - [INFO] - [E:39| 400]: Train Loss:0.002073, Val MRR:0.06865, testrun_e1726b98 +2023-06-01 00:46:50,339 - testrun_e1726b98 - [INFO] - [E:39| 500]: Train Loss:0.0020708, Val MRR:0.06865, testrun_e1726b98 +2023-06-01 00:48:23,709 - testrun_e1726b98 - [INFO] - [E:39| 600]: Train Loss:0.0020732, Val MRR:0.06865, testrun_e1726b98 +2023-06-01 00:48:23,777 - testrun_e1726b98 - [INFO] - [Epoch:39]: Training Loss:0.002073 + +2023-06-01 00:48:24,129 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 00:48:43,087 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 00:49:01,862 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.13475, Head : 0.00267, Avg : 0.06871 + MR: Tail : 1597.9, Head : 2641.1, Avg : 2119.5 + Hit-1: Tail : 0.0803, Head : 0.0, Avg : 0.04015 + Hit-3: Tail : 0.14601, Head : 0.0, Avg : 0.07301 + Hit-10: Tail : 0.23451, Head : 0.0, Avg : 0.11725 +2023-06-01 00:49:03,071 - testrun_e1726b98 - [INFO] - [Epoch 39]: Training Loss: 0.0020732, Valid MRR: 0.06871, + + + +2023-06-01 00:49:04,156 - testrun_e1726b98 - [INFO] - [E:40| 0]: Train Loss:0.0020242, Val MRR:0.06871, testrun_e1726b98 +2023-06-01 00:50:37,849 - testrun_e1726b98 - [INFO] - [E:40| 100]: Train Loss:0.0020723, Val MRR:0.06871, testrun_e1726b98 +2023-06-01 00:51:54,439 - testrun_e1726b98 - [INFO] - [E:40| 200]: Train Loss:0.0020707, Val MRR:0.06871, testrun_e1726b98 +2023-06-01 00:53:00,247 - testrun_e1726b98 - [INFO] - [E:40| 300]: Train Loss:0.0020695, Val MRR:0.06871, testrun_e1726b98 +2023-06-01 00:54:32,295 - testrun_e1726b98 - [INFO] - [E:40| 400]: Train Loss:0.0020723, Val MRR:0.06871, testrun_e1726b98 +2023-06-01 00:56:10,796 - testrun_e1726b98 - [INFO] - [E:40| 500]: Train Loss:0.0020691, Val MRR:0.06871, testrun_e1726b98 +2023-06-01 00:57:56,479 - testrun_e1726b98 - [INFO] - [E:40| 600]: Train Loss:0.0020693, Val MRR:0.06871, testrun_e1726b98 +2023-06-01 00:57:56,530 - testrun_e1726b98 - [INFO] - [Epoch:40]: Training Loss:0.002069 + +2023-06-01 00:57:56,900 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 00:58:11,592 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 00:58:23,741 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.13773, Head : 0.00283, Avg : 0.07028 + +2023-06-01 00:58:24,911 - testrun_e1726b98 - [INFO] - [Epoch 40]: Training Loss: 0.0020693, Valid MRR: 0.07028, + + + +2023-06-01 00:58:25,618 - testrun_e1726b98 - [INFO] - [E:41| 0]: Train Loss:0.0022515, Val MRR:0.07028, testrun_e1726b98 +2023-06-01 00:59:31,403 - testrun_e1726b98 - [INFO] - [E:41| 100]: Train Loss:0.0020745, Val MRR:0.07028, testrun_e1726b98 +2023-06-01 01:00:48,847 - testrun_e1726b98 - [INFO] - [E:41| 200]: Train Loss:0.0020626, Val MRR:0.07028, testrun_e1726b98 +2023-06-01 01:02:11,721 - testrun_e1726b98 - [INFO] - [E:41| 300]: Train Loss:0.0020688, Val MRR:0.07028, testrun_e1726b98 +2023-06-01 01:03:26,915 - testrun_e1726b98 - [INFO] - [E:41| 400]: Train Loss:0.0020693, Val MRR:0.07028, testrun_e1726b98 +2023-06-01 01:04:51,953 - testrun_e1726b98 - [INFO] - [E:41| 500]: Train Loss:0.0020652, Val MRR:0.07028, testrun_e1726b98 +2023-06-01 01:05:59,201 - testrun_e1726b98 - [INFO] - [E:41| 600]: Train Loss:0.0020634, Val MRR:0.07028, testrun_e1726b98 +2023-06-01 01:05:59,252 - testrun_e1726b98 - [INFO] - [Epoch:41]: Training Loss:0.002063 + +2023-06-01 01:05:59,683 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 01:06:18,494 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 01:06:36,938 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.14491, Head : 0.00316, Avg : 0.07404 + +2023-06-01 01:06:38,188 - testrun_e1726b98 - [INFO] - [Epoch 41]: Training Loss: 0.0020634, Valid MRR: 0.07404, + + + +2023-06-01 01:06:39,192 - testrun_e1726b98 - [INFO] - [E:42| 0]: Train Loss:0.0019859, Val MRR:0.07404, testrun_e1726b98 +2023-06-01 01:07:52,418 - testrun_e1726b98 - [INFO] - [E:42| 100]: Train Loss:0.0020752, Val MRR:0.07404, testrun_e1726b98 +2023-06-01 01:09:10,920 - testrun_e1726b98 - [INFO] - [E:42| 200]: Train Loss:0.0020721, Val MRR:0.07404, testrun_e1726b98 +2023-06-01 01:10:23,651 - testrun_e1726b98 - [INFO] - [E:42| 300]: Train Loss:0.0020675, Val MRR:0.07404, testrun_e1726b98 +2023-06-01 01:11:45,527 - testrun_e1726b98 - [INFO] - [E:42| 400]: Train Loss:0.0020661, Val MRR:0.07404, testrun_e1726b98 +2023-06-01 01:13:08,786 - testrun_e1726b98 - [INFO] - [E:42| 500]: Train Loss:0.0020614, Val MRR:0.07404, testrun_e1726b98 +2023-06-01 01:14:49,055 - testrun_e1726b98 - [INFO] - [E:42| 600]: Train Loss:0.0020589, Val MRR:0.07404, testrun_e1726b98 +2023-06-01 01:14:49,109 - testrun_e1726b98 - [INFO] - [Epoch:42]: Training Loss:0.002059 + +2023-06-01 01:14:49,446 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 01:15:08,937 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 01:15:27,667 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.14692, Head : 0.00345, Avg : 0.07519 + +2023-06-01 01:15:28,763 - testrun_e1726b98 - [INFO] - [Epoch 42]: Training Loss: 0.0020589, Valid MRR: 0.07519, + + + +2023-06-01 01:15:29,463 - testrun_e1726b98 - [INFO] - [E:43| 0]: Train Loss:0.0020857, Val MRR:0.07519, testrun_e1726b98 +2023-06-01 01:17:02,027 - testrun_e1726b98 - [INFO] - [E:43| 100]: Train Loss:0.0020462, Val MRR:0.07519, testrun_e1726b98 +2023-06-01 01:18:42,581 - testrun_e1726b98 - [INFO] - [E:43| 200]: Train Loss:0.0020495, Val MRR:0.07519, testrun_e1726b98 +2023-06-01 01:20:18,176 - testrun_e1726b98 - [INFO] - [E:43| 300]: Train Loss:0.00205, Val MRR:0.07519, testrun_e1726b98 +2023-06-01 01:21:58,644 - testrun_e1726b98 - [INFO] - [E:43| 400]: Train Loss:0.0020531, Val MRR:0.07519, testrun_e1726b98 +2023-06-01 01:23:33,975 - testrun_e1726b98 - [INFO] - [E:43| 500]: Train Loss:0.002056, Val MRR:0.07519, testrun_e1726b98 +2023-06-01 01:25:13,978 - testrun_e1726b98 - [INFO] - [E:43| 600]: Train Loss:0.0020537, Val MRR:0.07519, testrun_e1726b98 +2023-06-01 01:25:14,030 - testrun_e1726b98 - [INFO] - [Epoch:43]: Training Loss:0.002054 + +2023-06-01 01:25:14,412 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 01:25:33,920 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 01:25:53,197 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.14872, Head : 0.00356, Avg : 0.07614 + +2023-06-01 01:25:54,447 - testrun_e1726b98 - [INFO] - [Epoch 43]: Training Loss: 0.0020537, Valid MRR: 0.07614, + + + +2023-06-01 01:25:55,584 - testrun_e1726b98 - [INFO] - [E:44| 0]: Train Loss:0.0021504, Val MRR:0.07614, testrun_e1726b98 +2023-06-01 01:27:30,594 - testrun_e1726b98 - [INFO] - [E:44| 100]: Train Loss:0.0020531, Val MRR:0.07614, testrun_e1726b98 +2023-06-01 01:29:11,155 - testrun_e1726b98 - [INFO] - [E:44| 200]: Train Loss:0.0020525, Val MRR:0.07614, testrun_e1726b98 +2023-06-01 01:30:46,613 - testrun_e1726b98 - [INFO] - [E:44| 300]: Train Loss:0.0020496, Val MRR:0.07614, testrun_e1726b98 +2023-06-01 01:32:28,080 - testrun_e1726b98 - [INFO] - [E:44| 400]: Train Loss:0.0020475, Val MRR:0.07614, testrun_e1726b98 +2023-06-01 01:34:05,634 - testrun_e1726b98 - [INFO] - [E:44| 500]: Train Loss:0.0020503, Val MRR:0.07614, testrun_e1726b98 +2023-06-01 01:35:43,382 - testrun_e1726b98 - [INFO] - [E:44| 600]: Train Loss:0.0020488, Val MRR:0.07614, testrun_e1726b98 +2023-06-01 01:35:43,440 - testrun_e1726b98 - [INFO] - [Epoch:44]: Training Loss:0.002049 + +2023-06-01 01:35:43,832 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 01:36:03,405 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 01:36:22,776 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.15064, Head : 0.00387, Avg : 0.07725 + +2023-06-01 01:36:24,154 - testrun_e1726b98 - [INFO] - [Epoch 44]: Training Loss: 0.0020488, Valid MRR: 0.07725, + + + +2023-06-01 01:36:25,166 - testrun_e1726b98 - [INFO] - [E:45| 0]: Train Loss:0.0019778, Val MRR:0.07725, testrun_e1726b98 +2023-06-01 01:38:00,631 - testrun_e1726b98 - [INFO] - [E:45| 100]: Train Loss:0.0020398, Val MRR:0.07725, testrun_e1726b98 +2023-06-01 01:39:41,635 - testrun_e1726b98 - [INFO] - [E:45| 200]: Train Loss:0.0020443, Val MRR:0.07725, testrun_e1726b98 +2023-06-01 01:41:19,046 - testrun_e1726b98 - [INFO] - [E:45| 300]: Train Loss:0.0020417, Val MRR:0.07725, testrun_e1726b98 +2023-06-01 01:42:56,450 - testrun_e1726b98 - [INFO] - [E:45| 400]: Train Loss:0.0020416, Val MRR:0.07725, testrun_e1726b98 +2023-06-01 01:44:36,602 - testrun_e1726b98 - [INFO] - [E:45| 500]: Train Loss:0.0020441, Val MRR:0.07725, testrun_e1726b98 +2023-06-01 01:46:11,324 - testrun_e1726b98 - [INFO] - [E:45| 600]: Train Loss:0.0020442, Val MRR:0.07725, testrun_e1726b98 +2023-06-01 01:46:11,375 - testrun_e1726b98 - [INFO] - [Epoch:45]: Training Loss:0.002044 + +2023-06-01 01:46:11,813 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 01:46:31,418 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 01:46:50,719 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.15599, Head : 0.00415, Avg : 0.08007 + +2023-06-01 01:46:52,036 - testrun_e1726b98 - [INFO] - [Epoch 45]: Training Loss: 0.0020442, Valid MRR: 0.08007, + + + +2023-06-01 01:46:53,141 - testrun_e1726b98 - [INFO] - [E:46| 0]: Train Loss:0.0020333, Val MRR:0.08007, testrun_e1726b98 +2023-06-01 01:48:31,643 - testrun_e1726b98 - [INFO] - [E:46| 100]: Train Loss:0.0020382, Val MRR:0.08007, testrun_e1726b98 +2023-06-01 01:50:09,220 - testrun_e1726b98 - [INFO] - [E:46| 200]: Train Loss:0.0020428, Val MRR:0.08007, testrun_e1726b98 +2023-06-01 01:51:50,788 - testrun_e1726b98 - [INFO] - [E:46| 300]: Train Loss:0.0020406, Val MRR:0.08007, testrun_e1726b98 +2023-06-01 01:53:26,485 - testrun_e1726b98 - [INFO] - [E:46| 400]: Train Loss:0.0020393, Val MRR:0.08007, testrun_e1726b98 +2023-06-01 01:55:07,800 - testrun_e1726b98 - [INFO] - [E:46| 500]: Train Loss:0.0020399, Val MRR:0.08007, testrun_e1726b98 +2023-06-01 01:56:42,255 - testrun_e1726b98 - [INFO] - [E:46| 600]: Train Loss:0.0020395, Val MRR:0.08007, testrun_e1726b98 +2023-06-01 01:56:42,306 - testrun_e1726b98 - [INFO] - [Epoch:46]: Training Loss:0.002039 + +2023-06-01 01:56:42,673 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 01:57:02,214 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 01:57:21,560 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.16163, Head : 0.00433, Avg : 0.08298 + +2023-06-01 01:57:22,915 - testrun_e1726b98 - [INFO] - [Epoch 46]: Training Loss: 0.0020395, Valid MRR: 0.08298, + + + +2023-06-01 01:57:23,943 - testrun_e1726b98 - [INFO] - [E:47| 0]: Train Loss:0.0020115, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 01:59:04,974 - testrun_e1726b98 - [INFO] - [E:47| 100]: Train Loss:0.0020273, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:00:40,615 - testrun_e1726b98 - [INFO] - [E:47| 200]: Train Loss:0.0020383, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:02:21,748 - testrun_e1726b98 - [INFO] - [E:47| 300]: Train Loss:0.0020415, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:03:57,327 - testrun_e1726b98 - [INFO] - [E:47| 400]: Train Loss:0.0020357, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:05:38,343 - testrun_e1726b98 - [INFO] - [E:47| 500]: Train Loss:0.0020316, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:07:12,795 - testrun_e1726b98 - [INFO] - [E:47| 600]: Train Loss:0.0020346, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:07:12,846 - testrun_e1726b98 - [INFO] - [Epoch:47]: Training Loss:0.002035 + +2023-06-01 02:07:13,223 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 02:07:32,805 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 02:07:52,037 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.16043, Head : 0.00441, Avg : 0.08242 + +2023-06-01 02:07:52,087 - testrun_e1726b98 - [INFO] - [Epoch 47]: Training Loss: 0.0020346, Valid MRR: 0.08298, + + + +2023-06-01 02:07:53,107 - testrun_e1726b98 - [INFO] - [E:48| 0]: Train Loss:0.0019274, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:09:34,385 - testrun_e1726b98 - [INFO] - [E:48| 100]: Train Loss:0.0020498, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:11:10,028 - testrun_e1726b98 - [INFO] - [E:48| 200]: Train Loss:0.0020357, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:12:51,660 - testrun_e1726b98 - [INFO] - [E:48| 300]: Train Loss:0.0020313, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:14:27,424 - testrun_e1726b98 - [INFO] - [E:48| 400]: Train Loss:0.002033, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:16:08,682 - testrun_e1726b98 - [INFO] - [E:48| 500]: Train Loss:0.0020329, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:17:44,867 - testrun_e1726b98 - [INFO] - [E:48| 600]: Train Loss:0.0020302, Val MRR:0.08298, testrun_e1726b98 +2023-06-01 02:17:44,927 - testrun_e1726b98 - [INFO] - [Epoch:48]: Training Loss:0.00203 + +2023-06-01 02:17:45,297 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 02:18:04,022 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 02:18:23,269 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.16706, Head : 0.00525, Avg : 0.08615 + +2023-06-01 02:18:24,366 - testrun_e1726b98 - [INFO] - [Epoch 48]: Training Loss: 0.0020302, Valid MRR: 0.08615, + + + +2023-06-01 02:18:25,375 - testrun_e1726b98 - [INFO] - [E:49| 0]: Train Loss:0.0020819, Val MRR:0.08615, testrun_e1726b98 +2023-06-01 02:20:06,162 - testrun_e1726b98 - [INFO] - [E:49| 100]: Train Loss:0.0020233, Val MRR:0.08615, testrun_e1726b98 +2023-06-01 02:21:41,598 - testrun_e1726b98 - [INFO] - [E:49| 200]: Train Loss:0.0020286, Val MRR:0.08615, testrun_e1726b98 +2023-06-01 02:23:21,873 - testrun_e1726b98 - [INFO] - [E:49| 300]: Train Loss:0.0020284, Val MRR:0.08615, testrun_e1726b98 +2023-06-01 02:24:58,422 - testrun_e1726b98 - [INFO] - [E:49| 400]: Train Loss:0.002027, Val MRR:0.08615, testrun_e1726b98 +2023-06-01 02:26:37,938 - testrun_e1726b98 - [INFO] - [E:49| 500]: Train Loss:0.0020257, Val MRR:0.08615, testrun_e1726b98 +2023-06-01 02:28:17,867 - testrun_e1726b98 - [INFO] - [E:49| 600]: Train Loss:0.0020252, Val MRR:0.08615, testrun_e1726b98 +2023-06-01 02:28:17,936 - testrun_e1726b98 - [INFO] - [Epoch:49]: Training Loss:0.002025 + +2023-06-01 02:28:18,287 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 02:28:35,061 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 02:28:53,209 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.17153, Head : 0.00561, Avg : 0.08857 + MR: Tail : 1322.6, Head : 2041.5, Avg : 1682.0 + Hit-1: Tail : 0.1192, Head : 0.00014, Avg : 0.05967 + Hit-3: Tail : 0.18755, Head : 0.00042, Avg : 0.09398 + Hit-10: Tail : 0.27535, Head : 0.0057, Avg : 0.14053 +2023-06-01 02:28:54,357 - testrun_e1726b98 - [INFO] - [Epoch 49]: Training Loss: 0.0020252, Valid MRR: 0.08857, + + + +2023-06-01 02:28:55,368 - testrun_e1726b98 - [INFO] - [E:50| 0]: Train Loss:0.0021296, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:30:36,370 - testrun_e1726b98 - [INFO] - [E:50| 100]: Train Loss:0.0020362, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:32:13,050 - testrun_e1726b98 - [INFO] - [E:50| 200]: Train Loss:0.0020262, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:33:53,975 - testrun_e1726b98 - [INFO] - [E:50| 300]: Train Loss:0.0020197, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:35:33,397 - testrun_e1726b98 - [INFO] - [E:50| 400]: Train Loss:0.0020216, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:37:10,996 - testrun_e1726b98 - [INFO] - [E:50| 500]: Train Loss:0.0020204, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:38:51,661 - testrun_e1726b98 - [INFO] - [E:50| 600]: Train Loss:0.0020205, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:38:51,712 - testrun_e1726b98 - [INFO] - [Epoch:50]: Training Loss:0.00202 + +2023-06-01 02:38:52,157 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 02:39:10,133 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 02:39:26,736 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.17153, Head : 0.00556, Avg : 0.08854 + +2023-06-01 02:39:26,789 - testrun_e1726b98 - [INFO] - [Epoch 50]: Training Loss: 0.0020205, Valid MRR: 0.08857, + + + +2023-06-01 02:39:27,720 - testrun_e1726b98 - [INFO] - [E:51| 0]: Train Loss:0.0019019, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:41:08,616 - testrun_e1726b98 - [INFO] - [E:51| 100]: Train Loss:0.0020169, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:42:47,786 - testrun_e1726b98 - [INFO] - [E:51| 200]: Train Loss:0.0020219, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:44:25,373 - testrun_e1726b98 - [INFO] - [E:51| 300]: Train Loss:0.0020187, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:46:06,800 - testrun_e1726b98 - [INFO] - [E:51| 400]: Train Loss:0.0020153, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:47:42,399 - testrun_e1726b98 - [INFO] - [E:51| 500]: Train Loss:0.0020119, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:49:22,776 - testrun_e1726b98 - [INFO] - [E:51| 600]: Train Loss:0.0020157, Val MRR:0.08857, testrun_e1726b98 +2023-06-01 02:49:22,828 - testrun_e1726b98 - [INFO] - [Epoch:51]: Training Loss:0.002016 + +2023-06-01 02:49:23,218 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 02:49:42,933 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 02:50:00,651 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.1752, Head : 0.00852, Avg : 0.09186 + +2023-06-01 02:50:01,777 - testrun_e1726b98 - [INFO] - [Epoch 51]: Training Loss: 0.0020157, Valid MRR: 0.09186, + + + +2023-06-01 02:50:02,697 - testrun_e1726b98 - [INFO] - [E:52| 0]: Train Loss:0.0018806, Val MRR:0.09186, testrun_e1726b98 +2023-06-01 02:51:41,427 - testrun_e1726b98 - [INFO] - [E:52| 100]: Train Loss:0.0020155, Val MRR:0.09186, testrun_e1726b98 +2023-06-01 02:53:22,236 - testrun_e1726b98 - [INFO] - [E:52| 200]: Train Loss:0.0020164, Val MRR:0.09186, testrun_e1726b98 +2023-06-01 02:54:57,644 - testrun_e1726b98 - [INFO] - [E:52| 300]: Train Loss:0.0020095, Val MRR:0.09186, testrun_e1726b98 +2023-06-01 02:56:38,643 - testrun_e1726b98 - [INFO] - [E:52| 400]: Train Loss:0.0020099, Val MRR:0.09186, testrun_e1726b98 +2023-06-01 02:58:14,082 - testrun_e1726b98 - [INFO] - [E:52| 500]: Train Loss:0.0020087, Val MRR:0.09186, testrun_e1726b98 +2023-06-01 02:59:54,633 - testrun_e1726b98 - [INFO] - [E:52| 600]: Train Loss:0.0020098, Val MRR:0.09186, testrun_e1726b98 +2023-06-01 02:59:54,711 - testrun_e1726b98 - [INFO] - [Epoch:52]: Training Loss:0.00201 + +2023-06-01 02:59:55,064 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 03:00:14,705 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 03:00:34,038 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.17717, Head : 0.00812, Avg : 0.09265 + +2023-06-01 03:00:35,110 - testrun_e1726b98 - [INFO] - [Epoch 52]: Training Loss: 0.0020098, Valid MRR: 0.09265, + + + +2023-06-01 03:00:36,138 - testrun_e1726b98 - [INFO] - [E:53| 0]: Train Loss:0.0019809, Val MRR:0.09265, testrun_e1726b98 +2023-06-01 03:02:12,254 - testrun_e1726b98 - [INFO] - [E:53| 100]: Train Loss:0.001999, Val MRR:0.09265, testrun_e1726b98 +2023-06-01 03:03:54,614 - testrun_e1726b98 - [INFO] - [E:53| 200]: Train Loss:0.0020101, Val MRR:0.09265, testrun_e1726b98 +2023-06-01 03:05:30,517 - testrun_e1726b98 - [INFO] - [E:53| 300]: Train Loss:0.0020078, Val MRR:0.09265, testrun_e1726b98 +2023-06-01 03:07:11,563 - testrun_e1726b98 - [INFO] - [E:53| 400]: Train Loss:0.0020048, Val MRR:0.09265, testrun_e1726b98 +2023-06-01 03:08:47,130 - testrun_e1726b98 - [INFO] - [E:53| 500]: Train Loss:0.0020051, Val MRR:0.09265, testrun_e1726b98 +2023-06-01 03:10:27,889 - testrun_e1726b98 - [INFO] - [E:53| 600]: Train Loss:0.0020053, Val MRR:0.09265, testrun_e1726b98 +2023-06-01 03:10:27,947 - testrun_e1726b98 - [INFO] - [Epoch:53]: Training Loss:0.002005 + +2023-06-01 03:10:28,313 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 03:10:47,968 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 03:11:07,348 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.17826, Head : 0.00931, Avg : 0.09379 + +2023-06-01 03:11:08,526 - testrun_e1726b98 - [INFO] - [Epoch 53]: Training Loss: 0.0020053, Valid MRR: 0.09379, + + + +2023-06-01 03:11:09,663 - testrun_e1726b98 - [INFO] - [E:54| 0]: Train Loss:0.0019368, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:12:45,724 - testrun_e1726b98 - [INFO] - [E:54| 100]: Train Loss:0.0019921, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:14:27,038 - testrun_e1726b98 - [INFO] - [E:54| 200]: Train Loss:0.0019953, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:16:02,591 - testrun_e1726b98 - [INFO] - [E:54| 300]: Train Loss:0.0019988, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:17:43,785 - testrun_e1726b98 - [INFO] - [E:54| 400]: Train Loss:0.0019993, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:19:19,456 - testrun_e1726b98 - [INFO] - [E:54| 500]: Train Loss:0.0019999, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:21:00,014 - testrun_e1726b98 - [INFO] - [E:54| 600]: Train Loss:0.0020002, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:21:00,086 - testrun_e1726b98 - [INFO] - [Epoch:54]: Training Loss:0.002 + +2023-06-01 03:21:00,447 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 03:21:20,088 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 03:21:39,458 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.17903, Head : 0.00842, Avg : 0.09373 + +2023-06-01 03:21:39,522 - testrun_e1726b98 - [INFO] - [Epoch 54]: Training Loss: 0.0020002, Valid MRR: 0.09379, + + + +2023-06-01 03:21:40,567 - testrun_e1726b98 - [INFO] - [E:55| 0]: Train Loss:0.001896, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:23:16,292 - testrun_e1726b98 - [INFO] - [E:55| 100]: Train Loss:0.0020008, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:24:57,739 - testrun_e1726b98 - [INFO] - [E:55| 200]: Train Loss:0.0019971, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:26:33,189 - testrun_e1726b98 - [INFO] - [E:55| 300]: Train Loss:0.0019945, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:28:14,390 - testrun_e1726b98 - [INFO] - [E:55| 400]: Train Loss:0.0019959, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:29:52,557 - testrun_e1726b98 - [INFO] - [E:55| 500]: Train Loss:0.0019966, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:31:31,072 - testrun_e1726b98 - [INFO] - [E:55| 600]: Train Loss:0.0019948, Val MRR:0.09379, testrun_e1726b98 +2023-06-01 03:31:31,135 - testrun_e1726b98 - [INFO] - [Epoch:55]: Training Loss:0.001995 + +2023-06-01 03:31:31,506 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 03:31:51,142 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 03:32:10,512 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.18032, Head : 0.00952, Avg : 0.09492 + +2023-06-01 03:32:11,801 - testrun_e1726b98 - [INFO] - [Epoch 55]: Training Loss: 0.0019948, Valid MRR: 0.09492, + + + +2023-06-01 03:32:12,825 - testrun_e1726b98 - [INFO] - [E:56| 0]: Train Loss:0.0019595, Val MRR:0.09492, testrun_e1726b98 +2023-06-01 03:33:48,601 - testrun_e1726b98 - [INFO] - [E:56| 100]: Train Loss:0.001998, Val MRR:0.09492, testrun_e1726b98 +2023-06-01 03:35:30,081 - testrun_e1726b98 - [INFO] - [E:56| 200]: Train Loss:0.0020001, Val MRR:0.09492, testrun_e1726b98 +2023-06-01 03:37:07,672 - testrun_e1726b98 - [INFO] - [E:56| 300]: Train Loss:0.0019947, Val MRR:0.09492, testrun_e1726b98 +2023-06-01 03:38:47,606 - testrun_e1726b98 - [INFO] - [E:56| 400]: Train Loss:0.0019958, Val MRR:0.09492, testrun_e1726b98 +2023-06-01 03:40:28,220 - testrun_e1726b98 - [INFO] - [E:56| 500]: Train Loss:0.0019912, Val MRR:0.09492, testrun_e1726b98 +2023-06-01 03:42:04,577 - testrun_e1726b98 - [INFO] - [E:56| 600]: Train Loss:0.0019892, Val MRR:0.09492, testrun_e1726b98 +2023-06-01 03:42:04,652 - testrun_e1726b98 - [INFO] - [Epoch:56]: Training Loss:0.001989 + +2023-06-01 03:42:05,016 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 03:42:24,830 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 03:42:44,425 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.18053, Head : 0.00977, Avg : 0.09515 + +2023-06-01 03:42:45,878 - testrun_e1726b98 - [INFO] - [Epoch 56]: Training Loss: 0.0019892, Valid MRR: 0.09515, + + + +2023-06-01 03:42:46,933 - testrun_e1726b98 - [INFO] - [E:57| 0]: Train Loss:0.0019624, Val MRR:0.09515, testrun_e1726b98 +2023-06-01 03:44:23,762 - testrun_e1726b98 - [INFO] - [E:57| 100]: Train Loss:0.001993, Val MRR:0.09515, testrun_e1726b98 +2023-06-01 03:46:05,419 - testrun_e1726b98 - [INFO] - [E:57| 200]: Train Loss:0.0019925, Val MRR:0.09515, testrun_e1726b98 +2023-06-01 03:47:43,995 - testrun_e1726b98 - [INFO] - [E:57| 300]: Train Loss:0.001984, Val MRR:0.09515, testrun_e1726b98 +2023-06-01 03:49:21,615 - testrun_e1726b98 - [INFO] - [E:57| 400]: Train Loss:0.0019848, Val MRR:0.09515, testrun_e1726b98 +2023-06-01 03:51:02,727 - testrun_e1726b98 - [INFO] - [E:57| 500]: Train Loss:0.0019841, Val MRR:0.09515, testrun_e1726b98 +2023-06-01 03:52:37,424 - testrun_e1726b98 - [INFO] - [E:57| 600]: Train Loss:0.0019835, Val MRR:0.09515, testrun_e1726b98 +2023-06-01 03:52:37,476 - testrun_e1726b98 - [INFO] - [Epoch:57]: Training Loss:0.001984 + +2023-06-01 03:52:37,857 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 03:52:57,479 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 03:53:16,697 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.18218, Head : 0.00984, Avg : 0.09601 + +2023-06-01 03:53:18,191 - testrun_e1726b98 - [INFO] - [Epoch 57]: Training Loss: 0.0019835, Valid MRR: 0.09601, + + + +2023-06-01 03:53:19,225 - testrun_e1726b98 - [INFO] - [E:58| 0]: Train Loss:0.0020293, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 03:54:58,000 - testrun_e1726b98 - [INFO] - [E:58| 100]: Train Loss:0.0019702, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 03:56:35,776 - testrun_e1726b98 - [INFO] - [E:58| 200]: Train Loss:0.0019732, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 03:58:16,700 - testrun_e1726b98 - [INFO] - [E:58| 300]: Train Loss:0.0019754, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 03:59:52,009 - testrun_e1726b98 - [INFO] - [E:58| 400]: Train Loss:0.0019789, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:01:33,037 - testrun_e1726b98 - [INFO] - [E:58| 500]: Train Loss:0.0019811, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:03:07,644 - testrun_e1726b98 - [INFO] - [E:58| 600]: Train Loss:0.0019785, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:03:07,695 - testrun_e1726b98 - [INFO] - [Epoch:58]: Training Loss:0.001979 + +2023-06-01 04:03:08,036 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 04:03:27,642 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 04:03:46,904 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.18151, Head : 0.00981, Avg : 0.09566 + +2023-06-01 04:03:46,979 - testrun_e1726b98 - [INFO] - [Epoch 58]: Training Loss: 0.0019785, Valid MRR: 0.09601, + + + +2023-06-01 04:03:48,003 - testrun_e1726b98 - [INFO] - [E:59| 0]: Train Loss:0.0018873, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:05:29,231 - testrun_e1726b98 - [INFO] - [E:59| 100]: Train Loss:0.0019756, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:07:04,218 - testrun_e1726b98 - [INFO] - [E:59| 200]: Train Loss:0.0019731, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:08:45,139 - testrun_e1726b98 - [INFO] - [E:59| 300]: Train Loss:0.0019733, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:10:20,303 - testrun_e1726b98 - [INFO] - [E:59| 400]: Train Loss:0.0019753, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:12:00,449 - testrun_e1726b98 - [INFO] - [E:59| 500]: Train Loss:0.0019762, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:13:35,362 - testrun_e1726b98 - [INFO] - [E:59| 600]: Train Loss:0.0019728, Val MRR:0.09601, testrun_e1726b98 +2023-06-01 04:13:35,414 - testrun_e1726b98 - [INFO] - [Epoch:59]: Training Loss:0.001973 + +2023-06-01 04:13:35,760 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 04:13:55,123 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 04:14:14,354 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.18339, Head : 0.01001, Avg : 0.0967 + MR: Tail : 981.0, Head : 1610.7, Avg : 1295.9 + Hit-1: Tail : 0.12545, Head : 0.00028, Avg : 0.06286 + Hit-3: Tail : 0.19894, Head : 0.00458, Avg : 0.10176 + Hit-10: Tail : 0.29689, Head : 0.01556, Avg : 0.15622 +2023-06-01 04:14:15,887 - testrun_e1726b98 - [INFO] - [Epoch 59]: Training Loss: 0.0019728, Valid MRR: 0.0967, + + + +2023-06-01 04:14:16,915 - testrun_e1726b98 - [INFO] - [E:60| 0]: Train Loss:0.0019233, Val MRR:0.0967, testrun_e1726b98 +2023-06-01 04:15:58,010 - testrun_e1726b98 - [INFO] - [E:60| 100]: Train Loss:0.0019804, Val MRR:0.0967, testrun_e1726b98 +2023-06-01 04:17:33,826 - testrun_e1726b98 - [INFO] - [E:60| 200]: Train Loss:0.0019707, Val MRR:0.0967, testrun_e1726b98 +2023-06-01 04:19:14,941 - testrun_e1726b98 - [INFO] - [E:60| 300]: Train Loss:0.0019699, Val MRR:0.0967, testrun_e1726b98 +2023-06-01 04:20:50,667 - testrun_e1726b98 - [INFO] - [E:60| 400]: Train Loss:0.0019695, Val MRR:0.0967, testrun_e1726b98 +2023-06-01 04:22:32,000 - testrun_e1726b98 - [INFO] - [E:60| 500]: Train Loss:0.0019692, Val MRR:0.0967, testrun_e1726b98 +2023-06-01 04:24:09,795 - testrun_e1726b98 - [INFO] - [E:60| 600]: Train Loss:0.0019675, Val MRR:0.0967, testrun_e1726b98 +2023-06-01 04:24:09,870 - testrun_e1726b98 - [INFO] - [Epoch:60]: Training Loss:0.001968 + +2023-06-01 04:24:10,200 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 04:24:26,766 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 04:24:45,168 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.18546, Head : 0.01048, Avg : 0.09797 + +2023-06-01 04:24:46,490 - testrun_e1726b98 - [INFO] - [Epoch 60]: Training Loss: 0.0019675, Valid MRR: 0.09797, + + + +2023-06-01 04:24:47,627 - testrun_e1726b98 - [INFO] - [E:61| 0]: Train Loss:0.0020003, Val MRR:0.09797, testrun_e1726b98 +2023-06-01 04:26:27,669 - testrun_e1726b98 - [INFO] - [E:61| 100]: Train Loss:0.0019633, Val MRR:0.09797, testrun_e1726b98 +2023-06-01 04:28:04,076 - testrun_e1726b98 - [INFO] - [E:61| 200]: Train Loss:0.0019563, Val MRR:0.09797, testrun_e1726b98 +2023-06-01 04:29:44,392 - testrun_e1726b98 - [INFO] - [E:61| 300]: Train Loss:0.0019598, Val MRR:0.09797, testrun_e1726b98 +2023-06-01 04:31:24,252 - testrun_e1726b98 - [INFO] - [E:61| 400]: Train Loss:0.0019615, Val MRR:0.09797, testrun_e1726b98 +2023-06-01 04:33:01,085 - testrun_e1726b98 - [INFO] - [E:61| 500]: Train Loss:0.001963, Val MRR:0.09797, testrun_e1726b98 +2023-06-01 04:34:41,634 - testrun_e1726b98 - [INFO] - [E:61| 600]: Train Loss:0.0019622, Val MRR:0.09797, testrun_e1726b98 +2023-06-01 04:34:41,693 - testrun_e1726b98 - [INFO] - [Epoch:61]: Training Loss:0.001962 + +2023-06-01 04:34:42,054 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 04:35:00,891 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 04:35:17,413 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.18644, Head : 0.01054, Avg : 0.09849 + +2023-06-01 04:35:18,529 - testrun_e1726b98 - [INFO] - [Epoch 61]: Training Loss: 0.0019622, Valid MRR: 0.09849, + + + +2023-06-01 04:35:19,496 - testrun_e1726b98 - [INFO] - [E:62| 0]: Train Loss:0.0018332, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:36:59,725 - testrun_e1726b98 - [INFO] - [E:62| 100]: Train Loss:0.0019362, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:38:39,599 - testrun_e1726b98 - [INFO] - [E:62| 200]: Train Loss:0.0019468, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:40:16,672 - testrun_e1726b98 - [INFO] - [E:62| 300]: Train Loss:0.0019527, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:41:57,565 - testrun_e1726b98 - [INFO] - [E:62| 400]: Train Loss:0.0019517, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:43:33,302 - testrun_e1726b98 - [INFO] - [E:62| 500]: Train Loss:0.0019523, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:45:13,489 - testrun_e1726b98 - [INFO] - [E:62| 600]: Train Loss:0.0019563, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:45:13,562 - testrun_e1726b98 - [INFO] - [Epoch:62]: Training Loss:0.001956 + +2023-06-01 04:45:13,912 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 04:45:33,438 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 04:45:52,386 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.18285, Head : 0.01091, Avg : 0.09688 + +2023-06-01 04:45:52,461 - testrun_e1726b98 - [INFO] - [Epoch 62]: Training Loss: 0.0019563, Valid MRR: 0.09849, + + + +2023-06-01 04:45:53,376 - testrun_e1726b98 - [INFO] - [E:63| 0]: Train Loss:0.0019751, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:47:29,290 - testrun_e1726b98 - [INFO] - [E:63| 100]: Train Loss:0.0019638, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:49:09,780 - testrun_e1726b98 - [INFO] - [E:63| 200]: Train Loss:0.0019529, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:50:45,688 - testrun_e1726b98 - [INFO] - [E:63| 300]: Train Loss:0.0019538, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:52:27,066 - testrun_e1726b98 - [INFO] - [E:63| 400]: Train Loss:0.0019515, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:54:02,948 - testrun_e1726b98 - [INFO] - [E:63| 500]: Train Loss:0.0019528, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:55:43,614 - testrun_e1726b98 - [INFO] - [E:63| 600]: Train Loss:0.0019508, Val MRR:0.09849, testrun_e1726b98 +2023-06-01 04:55:43,665 - testrun_e1726b98 - [INFO] - [Epoch:63]: Training Loss:0.001951 + +2023-06-01 04:55:44,028 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 04:56:03,574 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 04:56:22,991 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.18539, Head : 0.01173, Avg : 0.09856 + +2023-06-01 04:56:24,099 - testrun_e1726b98 - [INFO] - [Epoch 63]: Training Loss: 0.0019508, Valid MRR: 0.09856, + + + +2023-06-01 04:56:25,145 - testrun_e1726b98 - [INFO] - [E:64| 0]: Train Loss:0.0021126, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 04:58:00,680 - testrun_e1726b98 - [INFO] - [E:64| 100]: Train Loss:0.0019546, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 04:59:41,874 - testrun_e1726b98 - [INFO] - [E:64| 200]: Train Loss:0.0019481, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:01:17,355 - testrun_e1726b98 - [INFO] - [E:64| 300]: Train Loss:0.0019426, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:02:58,547 - testrun_e1726b98 - [INFO] - [E:64| 400]: Train Loss:0.0019437, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:04:33,989 - testrun_e1726b98 - [INFO] - [E:64| 500]: Train Loss:0.0019434, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:06:12,968 - testrun_e1726b98 - [INFO] - [E:64| 600]: Train Loss:0.0019448, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:06:13,042 - testrun_e1726b98 - [INFO] - [Epoch:64]: Training Loss:0.001945 + +2023-06-01 05:06:13,496 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 05:06:32,887 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 05:06:51,962 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.18344, Head : 0.01165, Avg : 0.09754 + +2023-06-01 05:06:52,016 - testrun_e1726b98 - [INFO] - [Epoch 64]: Training Loss: 0.0019448, Valid MRR: 0.09856, + + + +2023-06-01 05:06:53,060 - testrun_e1726b98 - [INFO] - [E:65| 0]: Train Loss:0.0018517, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:08:28,377 - testrun_e1726b98 - [INFO] - [E:65| 100]: Train Loss:0.0019405, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:10:09,397 - testrun_e1726b98 - [INFO] - [E:65| 200]: Train Loss:0.001941, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:11:47,197 - testrun_e1726b98 - [INFO] - [E:65| 300]: Train Loss:0.0019463, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:13:26,536 - testrun_e1726b98 - [INFO] - [E:65| 400]: Train Loss:0.0019416, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:15:07,141 - testrun_e1726b98 - [INFO] - [E:65| 500]: Train Loss:0.0019416, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:16:42,235 - testrun_e1726b98 - [INFO] - [E:65| 600]: Train Loss:0.0019404, Val MRR:0.09856, testrun_e1726b98 +2023-06-01 05:16:42,286 - testrun_e1726b98 - [INFO] - [Epoch:65]: Training Loss:0.00194 + +2023-06-01 05:16:42,655 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 05:17:02,255 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 05:17:21,477 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.18546, Head : 0.01221, Avg : 0.09884 + +2023-06-01 05:17:22,580 - testrun_e1726b98 - [INFO] - [Epoch 65]: Training Loss: 0.0019404, Valid MRR: 0.09884, + + + +2023-06-01 05:17:23,631 - testrun_e1726b98 - [INFO] - [E:66| 0]: Train Loss:0.0019304, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:19:01,249 - testrun_e1726b98 - [INFO] - [E:66| 100]: Train Loss:0.0019386, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:20:40,329 - testrun_e1726b98 - [INFO] - [E:66| 200]: Train Loss:0.001934, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:22:20,946 - testrun_e1726b98 - [INFO] - [E:66| 300]: Train Loss:0.0019326, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:23:56,011 - testrun_e1726b98 - [INFO] - [E:66| 400]: Train Loss:0.0019375, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:25:36,902 - testrun_e1726b98 - [INFO] - [E:66| 500]: Train Loss:0.0019368, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:27:11,325 - testrun_e1726b98 - [INFO] - [E:66| 600]: Train Loss:0.0019336, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:27:11,380 - testrun_e1726b98 - [INFO] - [Epoch:66]: Training Loss:0.001934 + +2023-06-01 05:27:11,805 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 05:27:31,249 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 05:27:50,580 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.18239, Head : 0.01222, Avg : 0.09731 + +2023-06-01 05:27:50,654 - testrun_e1726b98 - [INFO] - [Epoch 66]: Training Loss: 0.0019336, Valid MRR: 0.09884, + + + +2023-06-01 05:27:51,699 - testrun_e1726b98 - [INFO] - [E:67| 0]: Train Loss:0.0019263, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:29:32,452 - testrun_e1726b98 - [INFO] - [E:67| 100]: Train Loss:0.00194, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:31:08,157 - testrun_e1726b98 - [INFO] - [E:67| 200]: Train Loss:0.0019335, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:32:17,500 - testrun_e1726b98 - [INFO] - [E:67| 300]: Train Loss:0.0019321, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:33:22,702 - testrun_e1726b98 - [INFO] - [E:67| 400]: Train Loss:0.0019294, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:34:34,025 - testrun_e1726b98 - [INFO] - [E:67| 500]: Train Loss:0.0019284, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:35:51,296 - testrun_e1726b98 - [INFO] - [E:67| 600]: Train Loss:0.0019289, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:35:51,349 - testrun_e1726b98 - [INFO] - [Epoch:67]: Training Loss:0.001929 + +2023-06-01 05:35:51,619 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 05:36:03,966 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 05:36:16,159 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.18364, Head : 0.01281, Avg : 0.09822 + +2023-06-01 05:36:16,225 - testrun_e1726b98 - [INFO] - [Epoch 67]: Training Loss: 0.0019289, Valid MRR: 0.09884, + + + +2023-06-01 05:36:16,980 - testrun_e1726b98 - [INFO] - [E:68| 0]: Train Loss:0.0019826, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:37:27,167 - testrun_e1726b98 - [INFO] - [E:68| 100]: Train Loss:0.0019255, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:38:43,401 - testrun_e1726b98 - [INFO] - [E:68| 200]: Train Loss:0.0019208, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:39:50,046 - testrun_e1726b98 - [INFO] - [E:68| 300]: Train Loss:0.0019234, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:41:09,256 - testrun_e1726b98 - [INFO] - [E:68| 400]: Train Loss:0.0019247, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:42:16,000 - testrun_e1726b98 - [INFO] - [E:68| 500]: Train Loss:0.0019223, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:43:56,737 - testrun_e1726b98 - [INFO] - [E:68| 600]: Train Loss:0.0019229, Val MRR:0.09884, testrun_e1726b98 +2023-06-01 05:43:56,810 - testrun_e1726b98 - [INFO] - [Epoch:68]: Training Loss:0.001923 + +2023-06-01 05:43:57,179 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 05:44:17,090 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 05:44:36,695 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.18534, Head : 0.01409, Avg : 0.09971 + +2023-06-01 05:44:37,766 - testrun_e1726b98 - [INFO] - [Epoch 68]: Training Loss: 0.0019229, Valid MRR: 0.09971, + + + +2023-06-01 05:44:38,952 - testrun_e1726b98 - [INFO] - [E:69| 0]: Train Loss:0.0019158, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 05:46:09,838 - testrun_e1726b98 - [INFO] - [E:69| 100]: Train Loss:0.0019134, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 05:47:53,225 - testrun_e1726b98 - [INFO] - [E:69| 200]: Train Loss:0.0019164, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 05:49:33,161 - testrun_e1726b98 - [INFO] - [E:69| 300]: Train Loss:0.0019171, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 05:51:12,317 - testrun_e1726b98 - [INFO] - [E:69| 400]: Train Loss:0.00192, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 05:52:54,643 - testrun_e1726b98 - [INFO] - [E:69| 500]: Train Loss:0.0019193, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 05:54:30,441 - testrun_e1726b98 - [INFO] - [E:69| 600]: Train Loss:0.001918, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 05:54:30,493 - testrun_e1726b98 - [INFO] - [Epoch:69]: Training Loss:0.001918 + +2023-06-01 05:54:30,881 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 05:54:50,792 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 05:55:10,466 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.1845, Head : 0.01362, Avg : 0.09906 + MR: Tail : 702.35, Head : 1272.9, Avg : 987.64 + Hit-1: Tail : 0.11628, Head : 0.00014, Avg : 0.05821 + Hit-3: Tail : 0.2052, Head : 0.00653, Avg : 0.10586 + Hit-10: Tail : 0.31259, Head : 0.02584, Avg : 0.16921 +2023-06-01 05:55:10,521 - testrun_e1726b98 - [INFO] - [Epoch 69]: Training Loss: 0.001918, Valid MRR: 0.09971, + + + +2023-06-01 05:55:11,596 - testrun_e1726b98 - [INFO] - [E:70| 0]: Train Loss:0.0018508, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 05:56:52,102 - testrun_e1726b98 - [INFO] - [E:70| 100]: Train Loss:0.0019181, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 05:58:30,575 - testrun_e1726b98 - [INFO] - [E:70| 200]: Train Loss:0.0019193, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:00:12,799 - testrun_e1726b98 - [INFO] - [E:70| 300]: Train Loss:0.0019149, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:01:49,423 - testrun_e1726b98 - [INFO] - [E:70| 400]: Train Loss:0.0019137, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:03:31,820 - testrun_e1726b98 - [INFO] - [E:70| 500]: Train Loss:0.0019109, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:05:07,845 - testrun_e1726b98 - [INFO] - [E:70| 600]: Train Loss:0.0019114, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:05:07,895 - testrun_e1726b98 - [INFO] - [Epoch:70]: Training Loss:0.001911 + +2023-06-01 06:05:08,275 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 06:05:28,177 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 06:05:47,851 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.18118, Head : 0.01483, Avg : 0.09801 + +2023-06-01 06:05:47,902 - testrun_e1726b98 - [INFO] - [Epoch 70]: Training Loss: 0.0019114, Valid MRR: 0.09971, + + + +2023-06-01 06:05:49,013 - testrun_e1726b98 - [INFO] - [E:71| 0]: Train Loss:0.0019469, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:07:31,399 - testrun_e1726b98 - [INFO] - [E:71| 100]: Train Loss:0.001906, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:09:07,820 - testrun_e1726b98 - [INFO] - [E:71| 200]: Train Loss:0.0019072, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:10:50,285 - testrun_e1726b98 - [INFO] - [E:71| 300]: Train Loss:0.0019081, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:12:27,202 - testrun_e1726b98 - [INFO] - [E:71| 400]: Train Loss:0.0019084, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:14:09,740 - testrun_e1726b98 - [INFO] - [E:71| 500]: Train Loss:0.0019095, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:15:45,966 - testrun_e1726b98 - [INFO] - [E:71| 600]: Train Loss:0.0019069, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:15:46,024 - testrun_e1726b98 - [INFO] - [Epoch:71]: Training Loss:0.001907 + +2023-06-01 06:15:46,503 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 06:16:06,448 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 06:16:26,151 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.1837, Head : 0.01459, Avg : 0.09915 + +2023-06-01 06:16:26,226 - testrun_e1726b98 - [INFO] - [Epoch 71]: Training Loss: 0.0019069, Valid MRR: 0.09971, + + + +2023-06-01 06:16:27,314 - testrun_e1726b98 - [INFO] - [E:72| 0]: Train Loss:0.0023534, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:18:09,855 - testrun_e1726b98 - [INFO] - [E:72| 100]: Train Loss:0.0019172, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:19:46,743 - testrun_e1726b98 - [INFO] - [E:72| 200]: Train Loss:0.0018955, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:21:29,420 - testrun_e1726b98 - [INFO] - [E:72| 300]: Train Loss:0.0018979, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:23:06,835 - testrun_e1726b98 - [INFO] - [E:72| 400]: Train Loss:0.0018962, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:24:48,735 - testrun_e1726b98 - [INFO] - [E:72| 500]: Train Loss:0.0019007, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:26:29,692 - testrun_e1726b98 - [INFO] - [E:72| 600]: Train Loss:0.0019014, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:26:29,752 - testrun_e1726b98 - [INFO] - [Epoch:72]: Training Loss:0.001901 + +2023-06-01 06:26:30,104 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 06:26:47,152 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 06:27:06,236 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.18348, Head : 0.0159, Avg : 0.09969 + +2023-06-01 06:27:06,290 - testrun_e1726b98 - [INFO] - [Epoch 72]: Training Loss: 0.0019014, Valid MRR: 0.09971, + + + +2023-06-01 06:27:07,448 - testrun_e1726b98 - [INFO] - [E:73| 0]: Train Loss:0.0018937, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:28:50,500 - testrun_e1726b98 - [INFO] - [E:73| 100]: Train Loss:0.0018952, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:30:27,695 - testrun_e1726b98 - [INFO] - [E:73| 200]: Train Loss:0.0018929, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:32:08,324 - testrun_e1726b98 - [INFO] - [E:73| 300]: Train Loss:0.0018981, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:33:49,507 - testrun_e1726b98 - [INFO] - [E:73| 400]: Train Loss:0.0018982, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:35:25,824 - testrun_e1726b98 - [INFO] - [E:73| 500]: Train Loss:0.0018932, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:37:06,525 - testrun_e1726b98 - [INFO] - [E:73| 600]: Train Loss:0.0018966, Val MRR:0.09971, testrun_e1726b98 +2023-06-01 06:37:06,603 - testrun_e1726b98 - [INFO] - [Epoch:73]: Training Loss:0.001897 + +2023-06-01 06:37:06,991 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 06:37:26,735 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 06:37:44,114 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.18544, Head : 0.01724, Avg : 0.10134 + +2023-06-01 06:37:45,246 - testrun_e1726b98 - [INFO] - [Epoch 73]: Training Loss: 0.0018966, Valid MRR: 0.10134, + + + +2023-06-01 06:37:46,175 - testrun_e1726b98 - [INFO] - [E:74| 0]: Train Loss:0.0019444, Val MRR:0.10134, testrun_e1726b98 +2023-06-01 06:39:25,244 - testrun_e1726b98 - [INFO] - [E:74| 100]: Train Loss:0.0018965, Val MRR:0.10134, testrun_e1726b98 +2023-06-01 06:41:06,919 - testrun_e1726b98 - [INFO] - [E:74| 200]: Train Loss:0.0018971, Val MRR:0.10134, testrun_e1726b98 +2023-06-01 06:42:43,049 - testrun_e1726b98 - [INFO] - [E:74| 300]: Train Loss:0.0018938, Val MRR:0.10134, testrun_e1726b98 +2023-06-01 06:44:24,750 - testrun_e1726b98 - [INFO] - [E:74| 400]: Train Loss:0.0018896, Val MRR:0.10134, testrun_e1726b98 +2023-06-01 06:46:00,522 - testrun_e1726b98 - [INFO] - [E:74| 500]: Train Loss:0.0018876, Val MRR:0.10134, testrun_e1726b98 +2023-06-01 06:47:41,628 - testrun_e1726b98 - [INFO] - [E:74| 600]: Train Loss:0.001889, Val MRR:0.10134, testrun_e1726b98 +2023-06-01 06:47:41,680 - testrun_e1726b98 - [INFO] - [Epoch:74]: Training Loss:0.001889 + +2023-06-01 06:47:42,120 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 06:48:01,884 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 06:48:21,373 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.18575, Head : 0.01724, Avg : 0.10149 + +2023-06-01 06:48:22,718 - testrun_e1726b98 - [INFO] - [Epoch 74]: Training Loss: 0.001889, Valid MRR: 0.10149, + + + +2023-06-01 06:48:23,763 - testrun_e1726b98 - [INFO] - [E:75| 0]: Train Loss:0.0019544, Val MRR:0.10149, testrun_e1726b98 +2023-06-01 06:49:59,815 - testrun_e1726b98 - [INFO] - [E:75| 100]: Train Loss:0.0018908, Val MRR:0.10149, testrun_e1726b98 +2023-06-01 06:51:41,090 - testrun_e1726b98 - [INFO] - [E:75| 200]: Train Loss:0.0018863, Val MRR:0.10149, testrun_e1726b98 +2023-06-01 06:53:17,120 - testrun_e1726b98 - [INFO] - [E:75| 300]: Train Loss:0.0018885, Val MRR:0.10149, testrun_e1726b98 +2023-06-01 06:54:59,242 - testrun_e1726b98 - [INFO] - [E:75| 400]: Train Loss:0.0018854, Val MRR:0.10149, testrun_e1726b98 +2023-06-01 06:56:37,149 - testrun_e1726b98 - [INFO] - [E:75| 500]: Train Loss:0.001888, Val MRR:0.10149, testrun_e1726b98 +2023-06-01 06:58:17,078 - testrun_e1726b98 - [INFO] - [E:75| 600]: Train Loss:0.0018845, Val MRR:0.10149, testrun_e1726b98 +2023-06-01 06:58:17,130 - testrun_e1726b98 - [INFO] - [Epoch:75]: Training Loss:0.001884 + +2023-06-01 06:58:17,488 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 06:58:37,313 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 06:58:56,708 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.18824, Head : 0.01653, Avg : 0.10239 + +2023-06-01 06:58:57,780 - testrun_e1726b98 - [INFO] - [Epoch 75]: Training Loss: 0.0018845, Valid MRR: 0.10239, + + + +2023-06-01 06:58:58,899 - testrun_e1726b98 - [INFO] - [E:76| 0]: Train Loss:0.0019416, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:00:35,067 - testrun_e1726b98 - [INFO] - [E:76| 100]: Train Loss:0.0018748, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:02:16,733 - testrun_e1726b98 - [INFO] - [E:76| 200]: Train Loss:0.0018818, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:03:56,086 - testrun_e1726b98 - [INFO] - [E:76| 300]: Train Loss:0.0018819, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:05:35,695 - testrun_e1726b98 - [INFO] - [E:76| 400]: Train Loss:0.0018828, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:07:17,338 - testrun_e1726b98 - [INFO] - [E:76| 500]: Train Loss:0.0018807, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:08:52,348 - testrun_e1726b98 - [INFO] - [E:76| 600]: Train Loss:0.0018785, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:08:52,401 - testrun_e1726b98 - [INFO] - [Epoch:76]: Training Loss:0.001879 + +2023-06-01 07:08:52,802 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 07:09:12,536 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 07:09:31,860 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.18559, Head : 0.01849, Avg : 0.10204 + +2023-06-01 07:09:31,911 - testrun_e1726b98 - [INFO] - [Epoch 76]: Training Loss: 0.0018785, Valid MRR: 0.10239, + + + +2023-06-01 07:09:32,946 - testrun_e1726b98 - [INFO] - [E:77| 0]: Train Loss:0.001842, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:11:14,182 - testrun_e1726b98 - [INFO] - [E:77| 100]: Train Loss:0.0018618, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:12:50,678 - testrun_e1726b98 - [INFO] - [E:77| 200]: Train Loss:0.0018716, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:14:32,613 - testrun_e1726b98 - [INFO] - [E:77| 300]: Train Loss:0.0018722, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:16:09,232 - testrun_e1726b98 - [INFO] - [E:77| 400]: Train Loss:0.001873, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:17:51,756 - testrun_e1726b98 - [INFO] - [E:77| 500]: Train Loss:0.001873, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:19:27,926 - testrun_e1726b98 - [INFO] - [E:77| 600]: Train Loss:0.0018736, Val MRR:0.10239, testrun_e1726b98 +2023-06-01 07:19:27,988 - testrun_e1726b98 - [INFO] - [Epoch:77]: Training Loss:0.001874 + +2023-06-01 07:19:28,382 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 07:19:48,312 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 07:20:08,034 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.18806, Head : 0.01992, Avg : 0.10399 + +2023-06-01 07:20:09,166 - testrun_e1726b98 - [INFO] - [Epoch 77]: Training Loss: 0.0018736, Valid MRR: 0.10399, + + + +2023-06-01 07:20:10,223 - testrun_e1726b98 - [INFO] - [E:78| 0]: Train Loss:0.0017586, Val MRR:0.10399, testrun_e1726b98 +2023-06-01 07:21:52,681 - testrun_e1726b98 - [INFO] - [E:78| 100]: Train Loss:0.0018777, Val MRR:0.10399, testrun_e1726b98 +2023-06-01 07:23:29,527 - testrun_e1726b98 - [INFO] - [E:78| 200]: Train Loss:0.0018702, Val MRR:0.10399, testrun_e1726b98 +2023-06-01 07:25:11,978 - testrun_e1726b98 - [INFO] - [E:78| 300]: Train Loss:0.0018712, Val MRR:0.10399, testrun_e1726b98 +2023-06-01 07:26:48,847 - testrun_e1726b98 - [INFO] - [E:78| 400]: Train Loss:0.00187, Val MRR:0.10399, testrun_e1726b98 +2023-06-01 07:28:31,396 - testrun_e1726b98 - [INFO] - [E:78| 500]: Train Loss:0.0018676, Val MRR:0.10399, testrun_e1726b98 +2023-06-01 07:30:09,353 - testrun_e1726b98 - [INFO] - [E:78| 600]: Train Loss:0.0018679, Val MRR:0.10399, testrun_e1726b98 +2023-06-01 07:30:09,404 - testrun_e1726b98 - [INFO] - [Epoch:78]: Training Loss:0.001868 + +2023-06-01 07:30:09,753 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 07:30:28,113 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 07:30:47,715 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.18797, Head : 0.02064, Avg : 0.1043 + +2023-06-01 07:30:48,762 - testrun_e1726b98 - [INFO] - [Epoch 78]: Training Loss: 0.0018679, Valid MRR: 0.1043, + + + +2023-06-01 07:30:49,849 - testrun_e1726b98 - [INFO] - [E:79| 0]: Train Loss:0.0018757, Val MRR:0.1043, testrun_e1726b98 +2023-06-01 07:32:32,286 - testrun_e1726b98 - [INFO] - [E:79| 100]: Train Loss:0.0018584, Val MRR:0.1043, testrun_e1726b98 +2023-06-01 07:34:09,124 - testrun_e1726b98 - [INFO] - [E:79| 200]: Train Loss:0.0018591, Val MRR:0.1043, testrun_e1726b98 +2023-06-01 07:35:51,640 - testrun_e1726b98 - [INFO] - [E:79| 300]: Train Loss:0.0018587, Val MRR:0.1043, testrun_e1726b98 +2023-06-01 07:37:30,471 - testrun_e1726b98 - [INFO] - [E:79| 400]: Train Loss:0.0018638, Val MRR:0.1043, testrun_e1726b98 +2023-06-01 07:39:11,083 - testrun_e1726b98 - [INFO] - [E:79| 500]: Train Loss:0.0018634, Val MRR:0.1043, testrun_e1726b98 +2023-06-01 07:40:53,083 - testrun_e1726b98 - [INFO] - [E:79| 600]: Train Loss:0.0018616, Val MRR:0.1043, testrun_e1726b98 +2023-06-01 07:40:53,169 - testrun_e1726b98 - [INFO] - [Epoch:79]: Training Loss:0.001862 + +2023-06-01 07:40:53,527 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 07:41:10,509 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 07:41:28,083 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.18932, Head : 0.02185, Avg : 0.10559 + MR: Tail : 519.68, Head : 1078.2, Avg : 798.95 + Hit-1: Tail : 0.11684, Head : 0.00486, Avg : 0.06085 + Hit-3: Tail : 0.21089, Head : 0.01292, Avg : 0.11191 + Hit-10: Tail : 0.33565, Head : 0.03793, Avg : 0.18679 +2023-06-01 07:41:29,191 - testrun_e1726b98 - [INFO] - [Epoch 79]: Training Loss: 0.0018616, Valid MRR: 0.10559, + + + +2023-06-01 07:41:30,225 - testrun_e1726b98 - [INFO] - [E:80| 0]: Train Loss:0.0018436, Val MRR:0.10559, testrun_e1726b98 +2023-06-01 07:43:12,698 - testrun_e1726b98 - [INFO] - [E:80| 100]: Train Loss:0.0018597, Val MRR:0.10559, testrun_e1726b98 +2023-06-01 07:44:51,651 - testrun_e1726b98 - [INFO] - [E:80| 200]: Train Loss:0.0018601, Val MRR:0.10559, testrun_e1726b98 +2023-06-01 07:46:32,423 - testrun_e1726b98 - [INFO] - [E:80| 300]: Train Loss:0.0018551, Val MRR:0.10559, testrun_e1726b98 +2023-06-01 07:48:14,199 - testrun_e1726b98 - [INFO] - [E:80| 400]: Train Loss:0.0018579, Val MRR:0.10559, testrun_e1726b98 +2023-06-01 07:49:50,323 - testrun_e1726b98 - [INFO] - [E:80| 500]: Train Loss:0.0018595, Val MRR:0.10559, testrun_e1726b98 +2023-06-01 07:51:31,171 - testrun_e1726b98 - [INFO] - [E:80| 600]: Train Loss:0.0018563, Val MRR:0.10559, testrun_e1726b98 +2023-06-01 07:51:31,222 - testrun_e1726b98 - [INFO] - [Epoch:80]: Training Loss:0.001856 + +2023-06-01 07:51:31,548 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 07:51:51,327 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 07:52:09,491 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.19246, Head : 0.02202, Avg : 0.10724 + +2023-06-01 07:52:10,579 - testrun_e1726b98 - [INFO] - [Epoch 80]: Training Loss: 0.0018563, Valid MRR: 0.10724, + + + +2023-06-01 07:52:11,503 - testrun_e1726b98 - [INFO] - [E:81| 0]: Train Loss:0.0017717, Val MRR:0.10724, testrun_e1726b98 +2023-06-01 07:53:49,725 - testrun_e1726b98 - [INFO] - [E:81| 100]: Train Loss:0.0018598, Val MRR:0.10724, testrun_e1726b98 +2023-06-01 07:55:31,611 - testrun_e1726b98 - [INFO] - [E:81| 200]: Train Loss:0.0018582, Val MRR:0.10724, testrun_e1726b98 +2023-06-01 07:57:07,654 - testrun_e1726b98 - [INFO] - [E:81| 300]: Train Loss:0.0018574, Val MRR:0.10724, testrun_e1726b98 +2023-06-01 07:58:49,709 - testrun_e1726b98 - [INFO] - [E:81| 400]: Train Loss:0.0018544, Val MRR:0.10724, testrun_e1726b98 +2023-06-01 08:00:26,015 - testrun_e1726b98 - [INFO] - [E:81| 500]: Train Loss:0.0018515, Val MRR:0.10724, testrun_e1726b98 +2023-06-01 08:02:06,966 - testrun_e1726b98 - [INFO] - [E:81| 600]: Train Loss:0.0018513, Val MRR:0.10724, testrun_e1726b98 +2023-06-01 08:02:07,018 - testrun_e1726b98 - [INFO] - [Epoch:81]: Training Loss:0.001851 + +2023-06-01 08:02:07,408 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 08:02:27,122 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 08:02:46,637 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.19241, Head : 0.02308, Avg : 0.10774 + +2023-06-01 08:02:48,390 - testrun_e1726b98 - [INFO] - [Epoch 81]: Training Loss: 0.0018513, Valid MRR: 0.10774, + + + +2023-06-01 08:02:49,410 - testrun_e1726b98 - [INFO] - [E:82| 0]: Train Loss:0.0018037, Val MRR:0.10774, testrun_e1726b98 +2023-06-01 08:04:26,047 - testrun_e1726b98 - [INFO] - [E:82| 100]: Train Loss:0.0018427, Val MRR:0.10774, testrun_e1726b98 +2023-06-01 08:06:07,916 - testrun_e1726b98 - [INFO] - [E:82| 200]: Train Loss:0.0018487, Val MRR:0.10774, testrun_e1726b98 +2023-06-01 08:07:44,305 - testrun_e1726b98 - [INFO] - [E:82| 300]: Train Loss:0.0018497, Val MRR:0.10774, testrun_e1726b98 +2023-06-01 08:09:25,748 - testrun_e1726b98 - [INFO] - [E:82| 400]: Train Loss:0.0018512, Val MRR:0.10774, testrun_e1726b98 +2023-06-01 08:11:03,660 - testrun_e1726b98 - [INFO] - [E:82| 500]: Train Loss:0.0018473, Val MRR:0.10774, testrun_e1726b98 +2023-06-01 08:12:43,327 - testrun_e1726b98 - [INFO] - [E:82| 600]: Train Loss:0.0018467, Val MRR:0.10774, testrun_e1726b98 +2023-06-01 08:12:43,394 - testrun_e1726b98 - [INFO] - [Epoch:82]: Training Loss:0.001847 + +2023-06-01 08:12:43,777 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 08:13:03,675 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 08:13:23,318 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.19213, Head : 0.02412, Avg : 0.10813 + +2023-06-01 08:13:24,430 - testrun_e1726b98 - [INFO] - [Epoch 82]: Training Loss: 0.0018467, Valid MRR: 0.10813, + + + +2023-06-01 08:13:25,572 - testrun_e1726b98 - [INFO] - [E:83| 0]: Train Loss:0.0019341, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:15:02,352 - testrun_e1726b98 - [INFO] - [E:83| 100]: Train Loss:0.0018484, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:16:44,275 - testrun_e1726b98 - [INFO] - [E:83| 200]: Train Loss:0.0018464, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:18:23,032 - testrun_e1726b98 - [INFO] - [E:83| 300]: Train Loss:0.0018452, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:20:02,898 - testrun_e1726b98 - [INFO] - [E:83| 400]: Train Loss:0.0018453, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:21:44,651 - testrun_e1726b98 - [INFO] - [E:83| 500]: Train Loss:0.0018446, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:23:19,753 - testrun_e1726b98 - [INFO] - [E:83| 600]: Train Loss:0.0018407, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:23:19,805 - testrun_e1726b98 - [INFO] - [Epoch:83]: Training Loss:0.001841 + +2023-06-01 08:23:20,196 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 08:23:39,993 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 08:23:59,550 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.19011, Head : 0.02614, Avg : 0.10813 + +2023-06-01 08:23:59,625 - testrun_e1726b98 - [INFO] - [Epoch 83]: Training Loss: 0.0018407, Valid MRR: 0.10813, + + + +2023-06-01 08:24:00,775 - testrun_e1726b98 - [INFO] - [E:84| 0]: Train Loss:0.0018417, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:25:41,356 - testrun_e1726b98 - [INFO] - [E:84| 100]: Train Loss:0.0018254, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:27:19,083 - testrun_e1726b98 - [INFO] - [E:84| 200]: Train Loss:0.0018365, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:29:01,006 - testrun_e1726b98 - [INFO] - [E:84| 300]: Train Loss:0.0018365, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:30:37,509 - testrun_e1726b98 - [INFO] - [E:84| 400]: Train Loss:0.001835, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:32:19,423 - testrun_e1726b98 - [INFO] - [E:84| 500]: Train Loss:0.0018366, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:33:54,105 - testrun_e1726b98 - [INFO] - [E:84| 600]: Train Loss:0.0018356, Val MRR:0.10813, testrun_e1726b98 +2023-06-01 08:33:54,165 - testrun_e1726b98 - [INFO] - [Epoch:84]: Training Loss:0.001836 + +2023-06-01 08:33:54,547 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 08:34:14,277 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 08:34:33,740 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.19294, Head : 0.02632, Avg : 0.10963 + +2023-06-01 08:34:34,772 - testrun_e1726b98 - [INFO] - [Epoch 84]: Training Loss: 0.0018356, Valid MRR: 0.10963, + + + +2023-06-01 08:34:35,901 - testrun_e1726b98 - [INFO] - [E:85| 0]: Train Loss:0.0019015, Val MRR:0.10963, testrun_e1726b98 +2023-06-01 08:36:17,507 - testrun_e1726b98 - [INFO] - [E:85| 100]: Train Loss:0.0018273, Val MRR:0.10963, testrun_e1726b98 +2023-06-01 08:37:53,253 - testrun_e1726b98 - [INFO] - [E:85| 200]: Train Loss:0.0018298, Val MRR:0.10963, testrun_e1726b98 +2023-06-01 08:39:35,378 - testrun_e1726b98 - [INFO] - [E:85| 300]: Train Loss:0.0018293, Val MRR:0.10963, testrun_e1726b98 +2023-06-01 08:41:11,865 - testrun_e1726b98 - [INFO] - [E:85| 400]: Train Loss:0.0018323, Val MRR:0.10963, testrun_e1726b98 +2023-06-01 08:42:53,483 - testrun_e1726b98 - [INFO] - [E:85| 500]: Train Loss:0.0018299, Val MRR:0.10963, testrun_e1726b98 +2023-06-01 08:44:31,829 - testrun_e1726b98 - [INFO] - [E:85| 600]: Train Loss:0.0018295, Val MRR:0.10963, testrun_e1726b98 +2023-06-01 08:44:31,881 - testrun_e1726b98 - [INFO] - [Epoch:85]: Training Loss:0.001829 + +2023-06-01 08:44:32,237 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 08:44:49,092 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 08:45:08,571 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.19587, Head : 0.02798, Avg : 0.11192 + +2023-06-01 08:45:09,664 - testrun_e1726b98 - [INFO] - [Epoch 85]: Training Loss: 0.0018295, Valid MRR: 0.11192, + + + +2023-06-01 08:45:10,759 - testrun_e1726b98 - [INFO] - [E:86| 0]: Train Loss:0.001815, Val MRR:0.11192, testrun_e1726b98 +2023-06-01 08:46:52,156 - testrun_e1726b98 - [INFO] - [E:86| 100]: Train Loss:0.0018237, Val MRR:0.11192, testrun_e1726b98 +2023-06-01 08:48:28,275 - testrun_e1726b98 - [INFO] - [E:86| 200]: Train Loss:0.0018222, Val MRR:0.11192, testrun_e1726b98 +2023-06-01 08:50:09,777 - testrun_e1726b98 - [INFO] - [E:86| 300]: Train Loss:0.0018246, Val MRR:0.11192, testrun_e1726b98 +2023-06-01 08:51:50,002 - testrun_e1726b98 - [INFO] - [E:86| 400]: Train Loss:0.0018239, Val MRR:0.11192, testrun_e1726b98 +2023-06-01 08:53:27,548 - testrun_e1726b98 - [INFO] - [E:86| 500]: Train Loss:0.0018234, Val MRR:0.11192, testrun_e1726b98 +2023-06-01 08:55:08,605 - testrun_e1726b98 - [INFO] - [E:86| 600]: Train Loss:0.0018245, Val MRR:0.11192, testrun_e1726b98 +2023-06-01 08:55:08,657 - testrun_e1726b98 - [INFO] - [Epoch:86]: Training Loss:0.001824 + +2023-06-01 08:55:09,050 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 08:55:28,292 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 08:55:44,931 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.19713, Head : 0.02828, Avg : 0.11271 + +2023-06-01 08:55:46,025 - testrun_e1726b98 - [INFO] - [Epoch 86]: Training Loss: 0.0018245, Valid MRR: 0.11271, + + + +2023-06-01 08:55:46,936 - testrun_e1726b98 - [INFO] - [E:87| 0]: Train Loss:0.001841, Val MRR:0.11271, testrun_e1726b98 +2023-06-01 08:57:27,941 - testrun_e1726b98 - [INFO] - [E:87| 100]: Train Loss:0.0018237, Val MRR:0.11271, testrun_e1726b98 +2023-06-01 08:59:08,886 - testrun_e1726b98 - [INFO] - [E:87| 200]: Train Loss:0.0018265, Val MRR:0.11271, testrun_e1726b98 +2023-06-01 09:00:45,709 - testrun_e1726b98 - [INFO] - [E:87| 300]: Train Loss:0.0018297, Val MRR:0.11271, testrun_e1726b98 +2023-06-01 09:02:27,906 - testrun_e1726b98 - [INFO] - [E:87| 400]: Train Loss:0.0018281, Val MRR:0.11271, testrun_e1726b98 +2023-06-01 09:04:04,148 - testrun_e1726b98 - [INFO] - [E:87| 500]: Train Loss:0.0018215, Val MRR:0.11271, testrun_e1726b98 +2023-06-01 09:05:44,757 - testrun_e1726b98 - [INFO] - [E:87| 600]: Train Loss:0.0018198, Val MRR:0.11271, testrun_e1726b98 +2023-06-01 09:05:44,819 - testrun_e1726b98 - [INFO] - [Epoch:87]: Training Loss:0.00182 + +2023-06-01 09:05:45,189 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 09:06:04,924 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 09:06:24,361 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.20134, Head : 0.02994, Avg : 0.11564 + +2023-06-01 09:06:25,845 - testrun_e1726b98 - [INFO] - [Epoch 87]: Training Loss: 0.0018198, Valid MRR: 0.11564, + + + +2023-06-01 09:06:26,965 - testrun_e1726b98 - [INFO] - [E:88| 0]: Train Loss:0.0018719, Val MRR:0.11564, testrun_e1726b98 +2023-06-01 09:08:02,429 - testrun_e1726b98 - [INFO] - [E:88| 100]: Train Loss:0.0018115, Val MRR:0.11564, testrun_e1726b98 +2023-06-01 09:09:43,946 - testrun_e1726b98 - [INFO] - [E:88| 200]: Train Loss:0.0018219, Val MRR:0.11564, testrun_e1726b98 +2023-06-01 09:11:19,982 - testrun_e1726b98 - [INFO] - [E:88| 300]: Train Loss:0.0018144, Val MRR:0.11564, testrun_e1726b98 +2023-06-01 09:13:01,114 - testrun_e1726b98 - [INFO] - [E:88| 400]: Train Loss:0.0018178, Val MRR:0.11564, testrun_e1726b98 +2023-06-01 09:14:36,947 - testrun_e1726b98 - [INFO] - [E:88| 500]: Train Loss:0.0018146, Val MRR:0.11564, testrun_e1726b98 +2023-06-01 09:16:17,823 - testrun_e1726b98 - [INFO] - [E:88| 600]: Train Loss:0.0018151, Val MRR:0.11564, testrun_e1726b98 +2023-06-01 09:16:17,874 - testrun_e1726b98 - [INFO] - [Epoch:88]: Training Loss:0.001815 + +2023-06-01 09:16:18,236 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 09:16:37,972 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 09:16:57,466 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.20326, Head : 0.03146, Avg : 0.11736 + +2023-06-01 09:16:58,702 - testrun_e1726b98 - [INFO] - [Epoch 88]: Training Loss: 0.0018151, Valid MRR: 0.11736, + + + +2023-06-01 09:16:59,828 - testrun_e1726b98 - [INFO] - [E:89| 0]: Train Loss:0.0017605, Val MRR:0.11736, testrun_e1726b98 +2023-06-01 09:18:36,033 - testrun_e1726b98 - [INFO] - [E:89| 100]: Train Loss:0.0018099, Val MRR:0.11736, testrun_e1726b98 +2023-06-01 09:20:17,295 - testrun_e1726b98 - [INFO] - [E:89| 200]: Train Loss:0.0018044, Val MRR:0.11736, testrun_e1726b98 +2023-06-01 09:21:54,790 - testrun_e1726b98 - [INFO] - [E:89| 300]: Train Loss:0.0018043, Val MRR:0.11736, testrun_e1726b98 +2023-06-01 09:23:34,700 - testrun_e1726b98 - [INFO] - [E:89| 400]: Train Loss:0.0018081, Val MRR:0.11736, testrun_e1726b98 +2023-06-01 09:25:16,590 - testrun_e1726b98 - [INFO] - [E:89| 500]: Train Loss:0.0018099, Val MRR:0.11736, testrun_e1726b98 +2023-06-01 09:26:52,453 - testrun_e1726b98 - [INFO] - [E:89| 600]: Train Loss:0.00181, Val MRR:0.11736, testrun_e1726b98 +2023-06-01 09:26:52,523 - testrun_e1726b98 - [INFO] - [Epoch:89]: Training Loss:0.00181 + +2023-06-01 09:26:52,970 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 09:27:12,874 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 09:27:32,533 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.20235, Head : 0.03257, Avg : 0.11746 + MR: Tail : 392.28, Head : 950.92, Avg : 671.6 + Hit-1: Tail : 0.11989, Head : 0.00861, Avg : 0.06425 + Hit-3: Tail : 0.22909, Head : 0.02112, Avg : 0.1251 + Hit-10: Tail : 0.36844, Head : 0.07196, Avg : 0.2202 +2023-06-01 09:27:33,608 - testrun_e1726b98 - [INFO] - [Epoch 89]: Training Loss: 0.00181, Valid MRR: 0.11746, + + + +2023-06-01 09:27:34,736 - testrun_e1726b98 - [INFO] - [E:90| 0]: Train Loss:0.0017907, Val MRR:0.11746, testrun_e1726b98 +2023-06-01 09:29:13,925 - testrun_e1726b98 - [INFO] - [E:90| 100]: Train Loss:0.0018059, Val MRR:0.11746, testrun_e1726b98 +2023-06-01 09:30:53,932 - testrun_e1726b98 - [INFO] - [E:90| 200]: Train Loss:0.0018079, Val MRR:0.11746, testrun_e1726b98 +2023-06-01 09:32:35,701 - testrun_e1726b98 - [INFO] - [E:90| 300]: Train Loss:0.0018053, Val MRR:0.11746, testrun_e1726b98 +2023-06-01 09:34:11,645 - testrun_e1726b98 - [INFO] - [E:90| 400]: Train Loss:0.0018029, Val MRR:0.11746, testrun_e1726b98 +2023-06-01 09:35:53,247 - testrun_e1726b98 - [INFO] - [E:90| 500]: Train Loss:0.0018027, Val MRR:0.11746, testrun_e1726b98 +2023-06-01 09:37:28,432 - testrun_e1726b98 - [INFO] - [E:90| 600]: Train Loss:0.0018044, Val MRR:0.11746, testrun_e1726b98 +2023-06-01 09:37:28,484 - testrun_e1726b98 - [INFO] - [Epoch:90]: Training Loss:0.001804 + +2023-06-01 09:37:28,815 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 09:37:48,561 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 09:38:08,005 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.20446, Head : 0.03412, Avg : 0.11929 + +2023-06-01 09:38:09,267 - testrun_e1726b98 - [INFO] - [Epoch 90]: Training Loss: 0.0018044, Valid MRR: 0.11929, + + + +2023-06-01 09:38:10,389 - testrun_e1726b98 - [INFO] - [E:91| 0]: Train Loss:0.0017906, Val MRR:0.11929, testrun_e1726b98 +2023-06-01 09:39:51,677 - testrun_e1726b98 - [INFO] - [E:91| 100]: Train Loss:0.0018152, Val MRR:0.11929, testrun_e1726b98 +2023-06-01 09:41:27,504 - testrun_e1726b98 - [INFO] - [E:91| 200]: Train Loss:0.001804, Val MRR:0.11929, testrun_e1726b98 +2023-06-01 09:43:09,603 - testrun_e1726b98 - [INFO] - [E:91| 300]: Train Loss:0.0017981, Val MRR:0.11929, testrun_e1726b98 +2023-06-01 09:44:45,575 - testrun_e1726b98 - [INFO] - [E:91| 400]: Train Loss:0.0017995, Val MRR:0.11929, testrun_e1726b98 +2023-06-01 09:46:26,904 - testrun_e1726b98 - [INFO] - [E:91| 500]: Train Loss:0.0017993, Val MRR:0.11929, testrun_e1726b98 +2023-06-01 09:48:03,408 - testrun_e1726b98 - [INFO] - [E:91| 600]: Train Loss:0.0017992, Val MRR:0.11929, testrun_e1726b98 +2023-06-01 09:48:03,460 - testrun_e1726b98 - [INFO] - [Epoch:91]: Training Loss:0.001799 + +2023-06-01 09:48:03,809 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 09:48:22,763 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 09:48:42,140 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.20723, Head : 0.03719, Avg : 0.12221 + +2023-06-01 09:48:43,298 - testrun_e1726b98 - [INFO] - [Epoch 91]: Training Loss: 0.0017992, Valid MRR: 0.12221, + + + +2023-06-01 09:48:44,355 - testrun_e1726b98 - [INFO] - [E:92| 0]: Train Loss:0.001726, Val MRR:0.12221, testrun_e1726b98 +2023-06-01 09:50:26,361 - testrun_e1726b98 - [INFO] - [E:92| 100]: Train Loss:0.0018028, Val MRR:0.12221, testrun_e1726b98 +2023-06-01 09:52:02,428 - testrun_e1726b98 - [INFO] - [E:92| 200]: Train Loss:0.0017899, Val MRR:0.12221, testrun_e1726b98 +2023-06-01 09:53:44,156 - testrun_e1726b98 - [INFO] - [E:92| 300]: Train Loss:0.0017936, Val MRR:0.12221, testrun_e1726b98 +2023-06-01 09:55:23,421 - testrun_e1726b98 - [INFO] - [E:92| 400]: Train Loss:0.0017977, Val MRR:0.12221, testrun_e1726b98 +2023-06-01 09:57:03,758 - testrun_e1726b98 - [INFO] - [E:92| 500]: Train Loss:0.0017962, Val MRR:0.12221, testrun_e1726b98 +2023-06-01 09:58:45,496 - testrun_e1726b98 - [INFO] - [E:92| 600]: Train Loss:0.001795, Val MRR:0.12221, testrun_e1726b98 +2023-06-01 09:58:45,566 - testrun_e1726b98 - [INFO] - [Epoch:92]: Training Loss:0.001795 + +2023-06-01 09:58:46,049 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 09:59:03,189 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 09:59:20,476 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.20976, Head : 0.03712, Avg : 0.12344 + +2023-06-01 09:59:21,588 - testrun_e1726b98 - [INFO] - [Epoch 92]: Training Loss: 0.001795, Valid MRR: 0.12344, + + + +2023-06-01 09:59:22,671 - testrun_e1726b98 - [INFO] - [E:93| 0]: Train Loss:0.0017169, Val MRR:0.12344, testrun_e1726b98 +2023-06-01 10:01:05,163 - testrun_e1726b98 - [INFO] - [E:93| 100]: Train Loss:0.0017776, Val MRR:0.12344, testrun_e1726b98 +2023-06-01 10:02:44,324 - testrun_e1726b98 - [INFO] - [E:93| 200]: Train Loss:0.0017869, Val MRR:0.12344, testrun_e1726b98 +2023-06-01 10:04:24,554 - testrun_e1726b98 - [INFO] - [E:93| 300]: Train Loss:0.0017928, Val MRR:0.12344, testrun_e1726b98 +2023-06-01 10:06:06,770 - testrun_e1726b98 - [INFO] - [E:93| 400]: Train Loss:0.0017904, Val MRR:0.12344, testrun_e1726b98 +2023-06-01 10:07:43,406 - testrun_e1726b98 - [INFO] - [E:93| 500]: Train Loss:0.0017917, Val MRR:0.12344, testrun_e1726b98 +2023-06-01 10:09:24,986 - testrun_e1726b98 - [INFO] - [E:93| 600]: Train Loss:0.0017898, Val MRR:0.12344, testrun_e1726b98 +2023-06-01 10:09:25,065 - testrun_e1726b98 - [INFO] - [Epoch:93]: Training Loss:0.00179 + +2023-06-01 10:09:25,427 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 10:09:45,343 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 10:10:03,093 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.21338, Head : 0.04054, Avg : 0.12696 + +2023-06-01 10:10:04,241 - testrun_e1726b98 - [INFO] - [Epoch 93]: Training Loss: 0.0017898, Valid MRR: 0.12696, + + + +2023-06-01 10:10:05,205 - testrun_e1726b98 - [INFO] - [E:94| 0]: Train Loss:0.0017913, Val MRR:0.12696, testrun_e1726b98 +2023-06-01 10:11:44,975 - testrun_e1726b98 - [INFO] - [E:94| 100]: Train Loss:0.0017936, Val MRR:0.12696, testrun_e1726b98 +2023-06-01 10:13:26,901 - testrun_e1726b98 - [INFO] - [E:94| 200]: Train Loss:0.0017817, Val MRR:0.12696, testrun_e1726b98 +2023-06-01 10:15:03,513 - testrun_e1726b98 - [INFO] - [E:94| 300]: Train Loss:0.0017859, Val MRR:0.12696, testrun_e1726b98 +2023-06-01 10:16:46,070 - testrun_e1726b98 - [INFO] - [E:94| 400]: Train Loss:0.0017844, Val MRR:0.12696, testrun_e1726b98 +2023-06-01 10:18:22,846 - testrun_e1726b98 - [INFO] - [E:94| 500]: Train Loss:0.0017865, Val MRR:0.12696, testrun_e1726b98 +2023-06-01 10:20:04,569 - testrun_e1726b98 - [INFO] - [E:94| 600]: Train Loss:0.0017848, Val MRR:0.12696, testrun_e1726b98 +2023-06-01 10:20:04,620 - testrun_e1726b98 - [INFO] - [Epoch:94]: Training Loss:0.001785 + +2023-06-01 10:20:05,016 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 10:20:24,964 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 10:20:44,685 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.21542, Head : 0.04126, Avg : 0.12834 + +2023-06-01 10:20:45,788 - testrun_e1726b98 - [INFO] - [Epoch 94]: Training Loss: 0.0017848, Valid MRR: 0.12834, + + + +2023-06-01 10:20:46,872 - testrun_e1726b98 - [INFO] - [E:95| 0]: Train Loss:0.0019665, Val MRR:0.12834, testrun_e1726b98 +2023-06-01 10:22:23,801 - testrun_e1726b98 - [INFO] - [E:95| 100]: Train Loss:0.0017858, Val MRR:0.12834, testrun_e1726b98 +2023-06-01 10:24:06,196 - testrun_e1726b98 - [INFO] - [E:95| 200]: Train Loss:0.0017805, Val MRR:0.12834, testrun_e1726b98 +2023-06-01 10:25:42,755 - testrun_e1726b98 - [INFO] - [E:95| 300]: Train Loss:0.00178, Val MRR:0.12834, testrun_e1726b98 +2023-06-01 10:27:25,182 - testrun_e1726b98 - [INFO] - [E:95| 400]: Train Loss:0.0017809, Val MRR:0.12834, testrun_e1726b98 +2023-06-01 10:29:01,801 - testrun_e1726b98 - [INFO] - [E:95| 500]: Train Loss:0.0017791, Val MRR:0.12834, testrun_e1726b98 +2023-06-01 10:30:43,902 - testrun_e1726b98 - [INFO] - [E:95| 600]: Train Loss:0.0017793, Val MRR:0.12834, testrun_e1726b98 +2023-06-01 10:30:43,970 - testrun_e1726b98 - [INFO] - [Epoch:95]: Training Loss:0.001779 + +2023-06-01 10:30:44,443 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 10:31:04,449 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 10:31:24,177 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.21507, Head : 0.04453, Avg : 0.1298 + +2023-06-01 10:31:25,395 - testrun_e1726b98 - [INFO] - [Epoch 95]: Training Loss: 0.0017793, Valid MRR: 0.1298, + + + +2023-06-01 10:31:26,527 - testrun_e1726b98 - [INFO] - [E:96| 0]: Train Loss:0.001742, Val MRR:0.1298, testrun_e1726b98 +2023-06-01 10:33:02,918 - testrun_e1726b98 - [INFO] - [E:96| 100]: Train Loss:0.0017943, Val MRR:0.1298, testrun_e1726b98 +2023-06-01 10:34:45,537 - testrun_e1726b98 - [INFO] - [E:96| 200]: Train Loss:0.0017873, Val MRR:0.1298, testrun_e1726b98 +2023-06-01 10:36:22,436 - testrun_e1726b98 - [INFO] - [E:96| 300]: Train Loss:0.0017811, Val MRR:0.1298, testrun_e1726b98 +2023-06-01 10:38:04,720 - testrun_e1726b98 - [INFO] - [E:96| 400]: Train Loss:0.0017787, Val MRR:0.1298, testrun_e1726b98 +2023-06-01 10:39:43,878 - testrun_e1726b98 - [INFO] - [E:96| 500]: Train Loss:0.0017757, Val MRR:0.1298, testrun_e1726b98 +2023-06-01 10:41:23,163 - testrun_e1726b98 - [INFO] - [E:96| 600]: Train Loss:0.0017749, Val MRR:0.1298, testrun_e1726b98 +2023-06-01 10:41:23,215 - testrun_e1726b98 - [INFO] - [Epoch:96]: Training Loss:0.001775 + +2023-06-01 10:41:23,677 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 10:41:43,619 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 10:42:03,330 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.22003, Head : 0.04666, Avg : 0.13334 + +2023-06-01 10:42:04,418 - testrun_e1726b98 - [INFO] - [Epoch 96]: Training Loss: 0.0017749, Valid MRR: 0.13334, + + + +2023-06-01 10:42:05,541 - testrun_e1726b98 - [INFO] - [E:97| 0]: Train Loss:0.0018877, Val MRR:0.13334, testrun_e1726b98 +2023-06-01 10:43:41,683 - testrun_e1726b98 - [INFO] - [E:97| 100]: Train Loss:0.0017663, Val MRR:0.13334, testrun_e1726b98 +2023-06-01 10:45:23,677 - testrun_e1726b98 - [INFO] - [E:97| 200]: Train Loss:0.0017712, Val MRR:0.13334, testrun_e1726b98 +2023-06-01 10:47:03,204 - testrun_e1726b98 - [INFO] - [E:97| 300]: Train Loss:0.0017729, Val MRR:0.13334, testrun_e1726b98 +2023-06-01 10:48:42,126 - testrun_e1726b98 - [INFO] - [E:97| 400]: Train Loss:0.0017711, Val MRR:0.13334, testrun_e1726b98 +2023-06-01 10:50:24,646 - testrun_e1726b98 - [INFO] - [E:97| 500]: Train Loss:0.0017694, Val MRR:0.13334, testrun_e1726b98 +2023-06-01 10:52:00,396 - testrun_e1726b98 - [INFO] - [E:97| 600]: Train Loss:0.0017695, Val MRR:0.13334, testrun_e1726b98 +2023-06-01 10:52:00,463 - testrun_e1726b98 - [INFO] - [Epoch:97]: Training Loss:0.001769 + +2023-06-01 10:52:00,828 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 10:52:20,744 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 10:52:40,440 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.21908, Head : 0.0498, Avg : 0.13444 + +2023-06-01 10:52:41,540 - testrun_e1726b98 - [INFO] - [Epoch 97]: Training Loss: 0.0017695, Valid MRR: 0.13444, + + + +2023-06-01 10:52:42,616 - testrun_e1726b98 - [INFO] - [E:98| 0]: Train Loss:0.0016885, Val MRR:0.13444, testrun_e1726b98 +2023-06-01 10:54:23,044 - testrun_e1726b98 - [INFO] - [E:98| 100]: Train Loss:0.0017688, Val MRR:0.13444, testrun_e1726b98 +2023-06-01 10:56:02,104 - testrun_e1726b98 - [INFO] - [E:98| 200]: Train Loss:0.0017659, Val MRR:0.13444, testrun_e1726b98 +2023-06-01 10:57:44,696 - testrun_e1726b98 - [INFO] - [E:98| 300]: Train Loss:0.0017681, Val MRR:0.13444, testrun_e1726b98 +2023-06-01 10:59:21,235 - testrun_e1726b98 - [INFO] - [E:98| 400]: Train Loss:0.0017682, Val MRR:0.13444, testrun_e1726b98 +2023-06-01 11:01:03,455 - testrun_e1726b98 - [INFO] - [E:98| 500]: Train Loss:0.0017652, Val MRR:0.13444, testrun_e1726b98 +2023-06-01 11:02:39,383 - testrun_e1726b98 - [INFO] - [E:98| 600]: Train Loss:0.0017645, Val MRR:0.13444, testrun_e1726b98 +2023-06-01 11:02:39,464 - testrun_e1726b98 - [INFO] - [Epoch:98]: Training Loss:0.001765 + +2023-06-01 11:02:39,834 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 11:02:59,726 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 11:03:19,394 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.22608, Head : 0.05551, Avg : 0.1408 + +2023-06-01 11:03:20,600 - testrun_e1726b98 - [INFO] - [Epoch 98]: Training Loss: 0.0017645, Valid MRR: 0.1408, + + + +2023-06-01 11:03:21,679 - testrun_e1726b98 - [INFO] - [E:99| 0]: Train Loss:0.0017661, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:05:03,924 - testrun_e1726b98 - [INFO] - [E:99| 100]: Train Loss:0.0017595, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:06:40,095 - testrun_e1726b98 - [INFO] - [E:99| 200]: Train Loss:0.0017649, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:08:22,331 - testrun_e1726b98 - [INFO] - [E:99| 300]: Train Loss:0.0017621, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:09:58,841 - testrun_e1726b98 - [INFO] - [E:99| 400]: Train Loss:0.0017609, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:11:41,878 - testrun_e1726b98 - [INFO] - [E:99| 500]: Train Loss:0.0017586, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:13:18,745 - testrun_e1726b98 - [INFO] - [E:99| 600]: Train Loss:0.0017598, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:13:18,826 - testrun_e1726b98 - [INFO] - [Epoch:99]: Training Loss:0.00176 + +2023-06-01 11:13:19,193 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 11:13:39,188 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 11:13:58,901 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.22446, Head : 0.05145, Avg : 0.13795 + MR: Tail : 300.97, Head : 832.46, Avg : 566.71 + Hit-1: Tail : 0.13434, Head : 0.01889, Avg : 0.07662 + Hit-3: Tail : 0.25896, Head : 0.04418, Avg : 0.15157 + Hit-10: Tail : 0.38955, Head : 0.10947, Avg : 0.24951 +2023-06-01 11:13:58,954 - testrun_e1726b98 - [INFO] - [Epoch 99]: Training Loss: 0.0017598, Valid MRR: 0.1408, + + + +2023-06-01 11:14:00,022 - testrun_e1726b98 - [INFO] - [E:100| 0]: Train Loss:0.0017812, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:15:42,634 - testrun_e1726b98 - [INFO] - [E:100| 100]: Train Loss:0.0017543, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:17:19,549 - testrun_e1726b98 - [INFO] - [E:100| 200]: Train Loss:0.0017522, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:19:02,071 - testrun_e1726b98 - [INFO] - [E:100| 300]: Train Loss:0.0017584, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:20:39,195 - testrun_e1726b98 - [INFO] - [E:100| 400]: Train Loss:0.0017581, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:22:21,499 - testrun_e1726b98 - [INFO] - [E:100| 500]: Train Loss:0.0017567, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:24:01,501 - testrun_e1726b98 - [INFO] - [E:100| 600]: Train Loss:0.0017557, Val MRR:0.1408, testrun_e1726b98 +2023-06-01 11:24:01,554 - testrun_e1726b98 - [INFO] - [Epoch:100]: Training Loss:0.001756 + +2023-06-01 11:24:01,909 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 11:24:18,845 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 11:24:37,856 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.22777, Head : 0.05845, Avg : 0.14311 + +2023-06-01 11:24:39,028 - testrun_e1726b98 - [INFO] - [Epoch 100]: Training Loss: 0.0017557, Valid MRR: 0.14311, + + + +2023-06-01 11:24:40,051 - testrun_e1726b98 - [INFO] - [E:101| 0]: Train Loss:0.0017762, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:26:22,194 - testrun_e1726b98 - [INFO] - [E:101| 100]: Train Loss:0.0017504, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:27:59,157 - testrun_e1726b98 - [INFO] - [E:101| 200]: Train Loss:0.0017512, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:29:40,812 - testrun_e1726b98 - [INFO] - [E:101| 300]: Train Loss:0.0017502, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:31:21,648 - testrun_e1726b98 - [INFO] - [E:101| 400]: Train Loss:0.0017494, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:32:59,566 - testrun_e1726b98 - [INFO] - [E:101| 500]: Train Loss:0.0017486, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:34:40,907 - testrun_e1726b98 - [INFO] - [E:101| 600]: Train Loss:0.0017501, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:34:40,991 - testrun_e1726b98 - [INFO] - [Epoch:101]: Training Loss:0.00175 + +2023-06-01 11:34:41,347 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 11:35:00,521 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 11:35:17,210 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.22519, Head : 0.05699, Avg : 0.14109 + +2023-06-01 11:35:17,270 - testrun_e1726b98 - [INFO] - [Epoch 101]: Training Loss: 0.0017501, Valid MRR: 0.14311, + + + +2023-06-01 11:35:18,200 - testrun_e1726b98 - [INFO] - [E:102| 0]: Train Loss:0.0017956, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:36:58,938 - testrun_e1726b98 - [INFO] - [E:102| 100]: Train Loss:0.0017582, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:38:40,518 - testrun_e1726b98 - [INFO] - [E:102| 200]: Train Loss:0.0017576, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:40:17,609 - testrun_e1726b98 - [INFO] - [E:102| 300]: Train Loss:0.0017547, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:41:59,496 - testrun_e1726b98 - [INFO] - [E:102| 400]: Train Loss:0.0017493, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:43:35,330 - testrun_e1726b98 - [INFO] - [E:102| 500]: Train Loss:0.0017463, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:45:17,359 - testrun_e1726b98 - [INFO] - [E:102| 600]: Train Loss:0.0017458, Val MRR:0.14311, testrun_e1726b98 +2023-06-01 11:45:17,410 - testrun_e1726b98 - [INFO] - [Epoch:102]: Training Loss:0.001746 + +2023-06-01 11:45:17,795 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 11:45:37,745 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 11:45:57,371 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.22797, Head : 0.0603, Avg : 0.14414 + +2023-06-01 11:45:58,622 - testrun_e1726b98 - [INFO] - [Epoch 102]: Training Loss: 0.0017458, Valid MRR: 0.14414, + + + +2023-06-01 11:45:59,662 - testrun_e1726b98 - [INFO] - [E:103| 0]: Train Loss:0.0017014, Val MRR:0.14414, testrun_e1726b98 +2023-06-01 11:47:36,211 - testrun_e1726b98 - [INFO] - [E:103| 100]: Train Loss:0.001733, Val MRR:0.14414, testrun_e1726b98 +2023-06-01 11:49:18,511 - testrun_e1726b98 - [INFO] - [E:103| 200]: Train Loss:0.001735, Val MRR:0.14414, testrun_e1726b98 +2023-06-01 11:50:55,070 - testrun_e1726b98 - [INFO] - [E:103| 300]: Train Loss:0.0017409, Val MRR:0.14414, testrun_e1726b98 +2023-06-01 11:52:38,034 - testrun_e1726b98 - [INFO] - [E:103| 400]: Train Loss:0.0017436, Val MRR:0.14414, testrun_e1726b98 +2023-06-01 11:54:15,242 - testrun_e1726b98 - [INFO] - [E:103| 500]: Train Loss:0.0017441, Val MRR:0.14414, testrun_e1726b98 +2023-06-01 11:55:56,843 - testrun_e1726b98 - [INFO] - [E:103| 600]: Train Loss:0.0017408, Val MRR:0.14414, testrun_e1726b98 +2023-06-01 11:55:56,894 - testrun_e1726b98 - [INFO] - [Epoch:103]: Training Loss:0.001741 + +2023-06-01 11:55:57,227 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 11:56:17,093 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 11:56:36,674 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.23368, Head : 0.06953, Avg : 0.15161 + +2023-06-01 11:56:37,911 - testrun_e1726b98 - [INFO] - [Epoch 103]: Training Loss: 0.0017408, Valid MRR: 0.15161, + + + +2023-06-01 11:56:38,954 - testrun_e1726b98 - [INFO] - [E:104| 0]: Train Loss:0.0017541, Val MRR:0.15161, testrun_e1726b98 +2023-06-01 11:58:15,602 - testrun_e1726b98 - [INFO] - [E:104| 100]: Train Loss:0.001732, Val MRR:0.15161, testrun_e1726b98 +2023-06-01 11:59:57,653 - testrun_e1726b98 - [INFO] - [E:104| 200]: Train Loss:0.0017363, Val MRR:0.15161, testrun_e1726b98 +2023-06-01 12:01:34,076 - testrun_e1726b98 - [INFO] - [E:104| 300]: Train Loss:0.0017399, Val MRR:0.15161, testrun_e1726b98 +2023-06-01 12:03:16,044 - testrun_e1726b98 - [INFO] - [E:104| 400]: Train Loss:0.0017396, Val MRR:0.15161, testrun_e1726b98 +2023-06-01 12:04:53,922 - testrun_e1726b98 - [INFO] - [E:104| 500]: Train Loss:0.0017373, Val MRR:0.15161, testrun_e1726b98 +2023-06-01 12:06:33,806 - testrun_e1726b98 - [INFO] - [E:104| 600]: Train Loss:0.0017363, Val MRR:0.15161, testrun_e1726b98 +2023-06-01 12:06:33,898 - testrun_e1726b98 - [INFO] - [Epoch:104]: Training Loss:0.001736 + +2023-06-01 12:06:34,348 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 12:06:54,130 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 12:07:13,721 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.23871, Head : 0.06894, Avg : 0.15382 + +2023-06-01 12:07:14,966 - testrun_e1726b98 - [INFO] - [Epoch 104]: Training Loss: 0.0017363, Valid MRR: 0.15382, + + + +2023-06-01 12:07:16,023 - testrun_e1726b98 - [INFO] - [E:105| 0]: Train Loss:0.0017144, Val MRR:0.15382, testrun_e1726b98 +2023-06-01 12:08:52,322 - testrun_e1726b98 - [INFO] - [E:105| 100]: Train Loss:0.0017319, Val MRR:0.15382, testrun_e1726b98 +2023-06-01 12:10:34,479 - testrun_e1726b98 - [INFO] - [E:105| 200]: Train Loss:0.0017358, Val MRR:0.15382, testrun_e1726b98 +2023-06-01 12:12:13,034 - testrun_e1726b98 - [INFO] - [E:105| 300]: Train Loss:0.0017343, Val MRR:0.15382, testrun_e1726b98 +2023-06-01 12:13:53,025 - testrun_e1726b98 - [INFO] - [E:105| 400]: Train Loss:0.0017313, Val MRR:0.15382, testrun_e1726b98 +2023-06-01 12:15:35,063 - testrun_e1726b98 - [INFO] - [E:105| 500]: Train Loss:0.0017315, Val MRR:0.15382, testrun_e1726b98 +2023-06-01 12:17:10,661 - testrun_e1726b98 - [INFO] - [E:105| 600]: Train Loss:0.001731, Val MRR:0.15382, testrun_e1726b98 +2023-06-01 12:17:10,712 - testrun_e1726b98 - [INFO] - [Epoch:105]: Training Loss:0.001731 + +2023-06-01 12:17:11,046 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 12:17:30,930 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 12:17:50,491 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.23933, Head : 0.07285, Avg : 0.15609 + +2023-06-01 12:17:51,894 - testrun_e1726b98 - [INFO] - [Epoch 105]: Training Loss: 0.001731, Valid MRR: 0.15609, + + + +2023-06-01 12:17:53,029 - testrun_e1726b98 - [INFO] - [E:106| 0]: Train Loss:0.0017421, Val MRR:0.15609, testrun_e1726b98 +2023-06-01 12:19:32,191 - testrun_e1726b98 - [INFO] - [E:106| 100]: Train Loss:0.001728, Val MRR:0.15609, testrun_e1726b98 +2023-06-01 12:21:11,650 - testrun_e1726b98 - [INFO] - [E:106| 200]: Train Loss:0.001732, Val MRR:0.15609, testrun_e1726b98 +2023-06-01 12:22:53,390 - testrun_e1726b98 - [INFO] - [E:106| 300]: Train Loss:0.0017305, Val MRR:0.15609, testrun_e1726b98 +2023-06-01 12:24:29,690 - testrun_e1726b98 - [INFO] - [E:106| 400]: Train Loss:0.0017281, Val MRR:0.15609, testrun_e1726b98 +2023-06-01 12:26:11,512 - testrun_e1726b98 - [INFO] - [E:106| 500]: Train Loss:0.0017269, Val MRR:0.15609, testrun_e1726b98 +2023-06-01 12:27:47,208 - testrun_e1726b98 - [INFO] - [E:106| 600]: Train Loss:0.0017266, Val MRR:0.15609, testrun_e1726b98 +2023-06-01 12:27:47,275 - testrun_e1726b98 - [INFO] - [Epoch:106]: Training Loss:0.001727 + +2023-06-01 12:27:47,671 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 12:28:07,529 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 12:28:27,177 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.24287, Head : 0.07433, Avg : 0.1586 + +2023-06-01 12:28:28,298 - testrun_e1726b98 - [INFO] - [Epoch 106]: Training Loss: 0.0017266, Valid MRR: 0.1586, + + + +2023-06-01 12:28:29,378 - testrun_e1726b98 - [INFO] - [E:107| 0]: Train Loss:0.0017606, Val MRR:0.1586, testrun_e1726b98 +2023-06-01 12:30:11,265 - testrun_e1726b98 - [INFO] - [E:107| 100]: Train Loss:0.0017183, Val MRR:0.1586, testrun_e1726b98 +2023-06-01 12:31:47,235 - testrun_e1726b98 - [INFO] - [E:107| 200]: Train Loss:0.0017182, Val MRR:0.1586, testrun_e1726b98 +2023-06-01 12:33:30,385 - testrun_e1726b98 - [INFO] - [E:107| 300]: Train Loss:0.0017241, Val MRR:0.1586, testrun_e1726b98 +2023-06-01 12:35:07,222 - testrun_e1726b98 - [INFO] - [E:107| 400]: Train Loss:0.0017224, Val MRR:0.1586, testrun_e1726b98 +2023-06-01 12:36:49,321 - testrun_e1726b98 - [INFO] - [E:107| 500]: Train Loss:0.0017232, Val MRR:0.1586, testrun_e1726b98 +2023-06-01 12:38:25,058 - testrun_e1726b98 - [INFO] - [E:107| 600]: Train Loss:0.0017224, Val MRR:0.1586, testrun_e1726b98 +2023-06-01 12:38:25,111 - testrun_e1726b98 - [INFO] - [Epoch:107]: Training Loss:0.001722 + +2023-06-01 12:38:25,487 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 12:38:45,321 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 12:39:04,861 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.24289, Head : 0.07583, Avg : 0.15936 + +2023-06-01 12:39:05,992 - testrun_e1726b98 - [INFO] - [Epoch 107]: Training Loss: 0.0017224, Valid MRR: 0.15936, + + + +2023-06-01 12:39:07,156 - testrun_e1726b98 - [INFO] - [E:108| 0]: Train Loss:0.0017492, Val MRR:0.15936, testrun_e1726b98 +2023-06-01 12:40:48,751 - testrun_e1726b98 - [INFO] - [E:108| 100]: Train Loss:0.0017143, Val MRR:0.15936, testrun_e1726b98 +2023-06-01 12:42:24,947 - testrun_e1726b98 - [INFO] - [E:108| 200]: Train Loss:0.0017148, Val MRR:0.15936, testrun_e1726b98 +2023-06-01 12:44:06,959 - testrun_e1726b98 - [INFO] - [E:108| 300]: Train Loss:0.0017176, Val MRR:0.15936, testrun_e1726b98 +2023-06-01 12:45:43,397 - testrun_e1726b98 - [INFO] - [E:108| 400]: Train Loss:0.0017175, Val MRR:0.15936, testrun_e1726b98 +2023-06-01 12:47:25,187 - testrun_e1726b98 - [INFO] - [E:108| 500]: Train Loss:0.0017177, Val MRR:0.15936, testrun_e1726b98 +2023-06-01 12:49:04,080 - testrun_e1726b98 - [INFO] - [E:108| 600]: Train Loss:0.0017177, Val MRR:0.15936, testrun_e1726b98 +2023-06-01 12:49:04,133 - testrun_e1726b98 - [INFO] - [Epoch:108]: Training Loss:0.001718 + +2023-06-01 12:49:04,485 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 12:49:21,206 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 12:49:40,216 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.24753, Head : 0.07993, Avg : 0.16373 + +2023-06-01 12:49:42,882 - testrun_e1726b98 - [INFO] - [Epoch 108]: Training Loss: 0.0017177, Valid MRR: 0.16373, + + + +2023-06-01 12:49:43,899 - testrun_e1726b98 - [INFO] - [E:109| 0]: Train Loss:0.0017288, Val MRR:0.16373, testrun_e1726b98 +2023-06-01 12:51:25,275 - testrun_e1726b98 - [INFO] - [E:109| 100]: Train Loss:0.0017236, Val MRR:0.16373, testrun_e1726b98 +2023-06-01 12:53:01,298 - testrun_e1726b98 - [INFO] - [E:109| 200]: Train Loss:0.0017231, Val MRR:0.16373, testrun_e1726b98 +2023-06-01 12:54:43,177 - testrun_e1726b98 - [INFO] - [E:109| 300]: Train Loss:0.0017178, Val MRR:0.16373, testrun_e1726b98 +2023-06-01 12:56:23,242 - testrun_e1726b98 - [INFO] - [E:109| 400]: Train Loss:0.0017154, Val MRR:0.16373, testrun_e1726b98 +2023-06-01 12:58:01,671 - testrun_e1726b98 - [INFO] - [E:109| 500]: Train Loss:0.0017138, Val MRR:0.16373, testrun_e1726b98 +2023-06-01 12:59:42,918 - testrun_e1726b98 - [INFO] - [E:109| 600]: Train Loss:0.0017129, Val MRR:0.16373, testrun_e1726b98 +2023-06-01 12:59:42,979 - testrun_e1726b98 - [INFO] - [Epoch:109]: Training Loss:0.001713 + +2023-06-01 12:59:43,349 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 13:00:01,817 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 13:00:18,453 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.2509, Head : 0.08512, Avg : 0.16801 + MR: Tail : 234.65, Head : 774.37, Avg : 504.51 + Hit-1: Tail : 0.1556, Head : 0.05154, Avg : 0.10357 + Hit-3: Tail : 0.288, Head : 0.07738, Avg : 0.18269 + Hit-10: Tail : 0.42706, Head : 0.14712, Avg : 0.28709 +2023-06-01 13:00:19,546 - testrun_e1726b98 - [INFO] - [Epoch 109]: Training Loss: 0.0017129, Valid MRR: 0.16801, + + + +2023-06-01 13:00:20,436 - testrun_e1726b98 - [INFO] - [E:110| 0]: Train Loss:0.0016897, Val MRR:0.16801, testrun_e1726b98 +2023-06-01 13:02:02,216 - testrun_e1726b98 - [INFO] - [E:110| 100]: Train Loss:0.0017142, Val MRR:0.16801, testrun_e1726b98 +2023-06-01 13:03:42,203 - testrun_e1726b98 - [INFO] - [E:110| 200]: Train Loss:0.001713, Val MRR:0.16801, testrun_e1726b98 +2023-06-01 13:05:20,457 - testrun_e1726b98 - [INFO] - [E:110| 300]: Train Loss:0.0017106, Val MRR:0.16801, testrun_e1726b98 +2023-06-01 13:07:02,200 - testrun_e1726b98 - [INFO] - [E:110| 400]: Train Loss:0.0017079, Val MRR:0.16801, testrun_e1726b98 +2023-06-01 13:08:38,588 - testrun_e1726b98 - [INFO] - [E:110| 500]: Train Loss:0.0017081, Val MRR:0.16801, testrun_e1726b98 +2023-06-01 13:10:20,082 - testrun_e1726b98 - [INFO] - [E:110| 600]: Train Loss:0.0017082, Val MRR:0.16801, testrun_e1726b98 +2023-06-01 13:10:20,147 - testrun_e1726b98 - [INFO] - [Epoch:110]: Training Loss:0.001708 + +2023-06-01 13:10:20,633 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 13:10:40,524 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 13:10:59,622 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.25255, Head : 0.08755, Avg : 0.17005 + +2023-06-01 13:11:00,769 - testrun_e1726b98 - [INFO] - [Epoch 110]: Training Loss: 0.0017082, Valid MRR: 0.17005, + + + +2023-06-01 13:11:01,705 - testrun_e1726b98 - [INFO] - [E:111| 0]: Train Loss:0.001728, Val MRR:0.17005, testrun_e1726b98 +2023-06-01 13:12:40,599 - testrun_e1726b98 - [INFO] - [E:111| 100]: Train Loss:0.001708, Val MRR:0.17005, testrun_e1726b98 +2023-06-01 13:14:23,693 - testrun_e1726b98 - [INFO] - [E:111| 200]: Train Loss:0.0017059, Val MRR:0.17005, testrun_e1726b98 +2023-06-01 13:15:59,915 - testrun_e1726b98 - [INFO] - [E:111| 300]: Train Loss:0.0017035, Val MRR:0.17005, testrun_e1726b98 +2023-06-01 13:17:41,526 - testrun_e1726b98 - [INFO] - [E:111| 400]: Train Loss:0.0017019, Val MRR:0.17005, testrun_e1726b98 +2023-06-01 13:19:17,779 - testrun_e1726b98 - [INFO] - [E:111| 500]: Train Loss:0.0017037, Val MRR:0.17005, testrun_e1726b98 +2023-06-01 13:20:58,897 - testrun_e1726b98 - [INFO] - [E:111| 600]: Train Loss:0.0017037, Val MRR:0.17005, testrun_e1726b98 +2023-06-01 13:20:58,960 - testrun_e1726b98 - [INFO] - [Epoch:111]: Training Loss:0.001704 + +2023-06-01 13:20:59,334 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 13:21:19,169 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 13:21:38,781 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.25051, Head : 0.09064, Avg : 0.17058 + +2023-06-01 13:21:40,039 - testrun_e1726b98 - [INFO] - [Epoch 111]: Training Loss: 0.0017037, Valid MRR: 0.17058, + + + +2023-06-01 13:21:41,180 - testrun_e1726b98 - [INFO] - [E:112| 0]: Train Loss:0.0017159, Val MRR:0.17058, testrun_e1726b98 +2023-06-01 13:23:17,432 - testrun_e1726b98 - [INFO] - [E:112| 100]: Train Loss:0.0017011, Val MRR:0.17058, testrun_e1726b98 +2023-06-01 13:24:59,767 - testrun_e1726b98 - [INFO] - [E:112| 200]: Train Loss:0.0017025, Val MRR:0.17058, testrun_e1726b98 +2023-06-01 13:26:35,904 - testrun_e1726b98 - [INFO] - [E:112| 300]: Train Loss:0.0017025, Val MRR:0.17058, testrun_e1726b98 +2023-06-01 13:28:17,576 - testrun_e1726b98 - [INFO] - [E:112| 400]: Train Loss:0.001701, Val MRR:0.17058, testrun_e1726b98 +2023-06-01 13:29:53,694 - testrun_e1726b98 - [INFO] - [E:112| 500]: Train Loss:0.0016994, Val MRR:0.17058, testrun_e1726b98 +2023-06-01 13:31:34,941 - testrun_e1726b98 - [INFO] - [E:112| 600]: Train Loss:0.001699, Val MRR:0.17058, testrun_e1726b98 +2023-06-01 13:31:35,004 - testrun_e1726b98 - [INFO] - [Epoch:112]: Training Loss:0.001699 + +2023-06-01 13:31:35,444 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 13:31:55,169 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 13:32:14,740 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.25693, Head : 0.09322, Avg : 0.17507 + +2023-06-01 13:32:15,957 - testrun_e1726b98 - [INFO] - [Epoch 112]: Training Loss: 0.001699, Valid MRR: 0.17507, + + + +2023-06-01 13:32:16,990 - testrun_e1726b98 - [INFO] - [E:113| 0]: Train Loss:0.0017018, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:33:53,332 - testrun_e1726b98 - [INFO] - [E:113| 100]: Train Loss:0.001701, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:35:35,147 - testrun_e1726b98 - [INFO] - [E:113| 200]: Train Loss:0.0017006, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:37:11,914 - testrun_e1726b98 - [INFO] - [E:113| 300]: Train Loss:0.0017042, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:38:53,113 - testrun_e1726b98 - [INFO] - [E:113| 400]: Train Loss:0.0016979, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:40:33,767 - testrun_e1726b98 - [INFO] - [E:113| 500]: Train Loss:0.0016967, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:42:10,956 - testrun_e1726b98 - [INFO] - [E:113| 600]: Train Loss:0.001695, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:42:11,012 - testrun_e1726b98 - [INFO] - [Epoch:113]: Training Loss:0.001695 + +2023-06-01 13:42:11,378 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 13:42:31,226 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 13:42:50,819 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.25636, Head : 0.09039, Avg : 0.17337 + +2023-06-01 13:42:50,875 - testrun_e1726b98 - [INFO] - [Epoch 113]: Training Loss: 0.001695, Valid MRR: 0.17507, + + + +2023-06-01 13:42:52,001 - testrun_e1726b98 - [INFO] - [E:114| 0]: Train Loss:0.0017235, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:44:29,811 - testrun_e1726b98 - [INFO] - [E:114| 100]: Train Loss:0.0016911, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:46:09,943 - testrun_e1726b98 - [INFO] - [E:114| 200]: Train Loss:0.0016911, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:47:51,450 - testrun_e1726b98 - [INFO] - [E:114| 300]: Train Loss:0.0016866, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:49:27,656 - testrun_e1726b98 - [INFO] - [E:114| 400]: Train Loss:0.0016895, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:51:09,091 - testrun_e1726b98 - [INFO] - [E:114| 500]: Train Loss:0.0016896, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:52:44,814 - testrun_e1726b98 - [INFO] - [E:114| 600]: Train Loss:0.00169, Val MRR:0.17507, testrun_e1726b98 +2023-06-01 13:52:44,866 - testrun_e1726b98 - [INFO] - [Epoch:114]: Training Loss:0.00169 + +2023-06-01 13:52:45,323 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 13:53:05,223 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 13:53:24,882 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.26262, Head : 0.09316, Avg : 0.17789 + +2023-06-01 13:53:26,109 - testrun_e1726b98 - [INFO] - [Epoch 114]: Training Loss: 0.00169, Valid MRR: 0.17789, + + + +2023-06-01 13:53:27,246 - testrun_e1726b98 - [INFO] - [E:115| 0]: Train Loss:0.0016521, Val MRR:0.17789, testrun_e1726b98 +2023-06-01 13:55:10,177 - testrun_e1726b98 - [INFO] - [E:115| 100]: Train Loss:0.0016864, Val MRR:0.17789, testrun_e1726b98 +2023-06-01 13:56:46,495 - testrun_e1726b98 - [INFO] - [E:115| 200]: Train Loss:0.0016892, Val MRR:0.17789, testrun_e1726b98 +2023-06-01 13:58:28,600 - testrun_e1726b98 - [INFO] - [E:115| 300]: Train Loss:0.0016878, Val MRR:0.17789, testrun_e1726b98 +2023-06-01 14:00:04,766 - testrun_e1726b98 - [INFO] - [E:115| 400]: Train Loss:0.0016876, Val MRR:0.17789, testrun_e1726b98 +2023-06-01 14:01:47,103 - testrun_e1726b98 - [INFO] - [E:115| 500]: Train Loss:0.0016883, Val MRR:0.17789, testrun_e1726b98 +2023-06-01 14:03:22,744 - testrun_e1726b98 - [INFO] - [E:115| 600]: Train Loss:0.001686, Val MRR:0.17789, testrun_e1726b98 +2023-06-01 14:03:22,815 - testrun_e1726b98 - [INFO] - [Epoch:115]: Training Loss:0.001686 + +2023-06-01 14:03:23,187 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 14:03:43,075 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 14:04:02,728 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.26037, Head : 0.09951, Avg : 0.17994 + +2023-06-01 14:04:03,846 - testrun_e1726b98 - [INFO] - [Epoch 115]: Training Loss: 0.001686, Valid MRR: 0.17994, + + + +2023-06-01 14:04:04,910 - testrun_e1726b98 - [INFO] - [E:116| 0]: Train Loss:0.0016958, Val MRR:0.17994, testrun_e1726b98 +2023-06-01 14:05:47,114 - testrun_e1726b98 - [INFO] - [E:116| 100]: Train Loss:0.0017025, Val MRR:0.17994, testrun_e1726b98 +2023-06-01 14:07:23,578 - testrun_e1726b98 - [INFO] - [E:116| 200]: Train Loss:0.0016956, Val MRR:0.17994, testrun_e1726b98 +2023-06-01 14:09:05,295 - testrun_e1726b98 - [INFO] - [E:116| 300]: Train Loss:0.0016913, Val MRR:0.17994, testrun_e1726b98 +2023-06-01 14:10:41,605 - testrun_e1726b98 - [INFO] - [E:116| 400]: Train Loss:0.0016886, Val MRR:0.17994, testrun_e1726b98 +2023-06-01 14:12:23,413 - testrun_e1726b98 - [INFO] - [E:116| 500]: Train Loss:0.0016854, Val MRR:0.17994, testrun_e1726b98 +2023-06-01 14:14:00,977 - testrun_e1726b98 - [INFO] - [E:116| 600]: Train Loss:0.0016846, Val MRR:0.17994, testrun_e1726b98 +2023-06-01 14:14:01,028 - testrun_e1726b98 - [INFO] - [Epoch:116]: Training Loss:0.001685 + +2023-06-01 14:14:01,381 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 14:14:19,312 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 14:14:38,938 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.26948, Head : 0.0958, Avg : 0.18264 + +2023-06-01 14:14:40,010 - testrun_e1726b98 - [INFO] - [Epoch 116]: Training Loss: 0.0016846, Valid MRR: 0.18264, + + + +2023-06-01 14:14:41,175 - testrun_e1726b98 - [INFO] - [E:117| 0]: Train Loss:0.0016493, Val MRR:0.18264, testrun_e1726b98 +2023-06-01 14:16:22,780 - testrun_e1726b98 - [INFO] - [E:117| 100]: Train Loss:0.00168, Val MRR:0.18264, testrun_e1726b98 +2023-06-01 14:17:59,184 - testrun_e1726b98 - [INFO] - [E:117| 200]: Train Loss:0.0016807, Val MRR:0.18264, testrun_e1726b98 +2023-06-01 14:19:41,174 - testrun_e1726b98 - [INFO] - [E:117| 300]: Train Loss:0.0016807, Val MRR:0.18264, testrun_e1726b98 +2023-06-01 14:21:20,548 - testrun_e1726b98 - [INFO] - [E:117| 400]: Train Loss:0.0016798, Val MRR:0.18264, testrun_e1726b98 +2023-06-01 14:22:59,668 - testrun_e1726b98 - [INFO] - [E:117| 500]: Train Loss:0.0016769, Val MRR:0.18264, testrun_e1726b98 +2023-06-01 14:24:40,897 - testrun_e1726b98 - [INFO] - [E:117| 600]: Train Loss:0.0016771, Val MRR:0.18264, testrun_e1726b98 +2023-06-01 14:24:40,975 - testrun_e1726b98 - [INFO] - [Epoch:117]: Training Loss:0.001677 + +2023-06-01 14:24:41,344 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 14:24:59,184 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 14:25:15,896 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.26921, Head : 0.10366, Avg : 0.18643 + +2023-06-01 14:25:16,939 - testrun_e1726b98 - [INFO] - [Epoch 117]: Training Loss: 0.0016771, Valid MRR: 0.18643, + + + +2023-06-01 14:25:17,961 - testrun_e1726b98 - [INFO] - [E:118| 0]: Train Loss:0.0016912, Val MRR:0.18643, testrun_e1726b98 +2023-06-01 14:26:59,947 - testrun_e1726b98 - [INFO] - [E:118| 100]: Train Loss:0.0016625, Val MRR:0.18643, testrun_e1726b98 +2023-06-01 14:28:39,630 - testrun_e1726b98 - [INFO] - [E:118| 200]: Train Loss:0.0016684, Val MRR:0.18643, testrun_e1726b98 +2023-06-01 14:30:18,202 - testrun_e1726b98 - [INFO] - [E:118| 300]: Train Loss:0.0016695, Val MRR:0.18643, testrun_e1726b98 +2023-06-01 14:32:00,227 - testrun_e1726b98 - [INFO] - [E:118| 400]: Train Loss:0.0016692, Val MRR:0.18643, testrun_e1726b98 +2023-06-01 14:33:37,080 - testrun_e1726b98 - [INFO] - [E:118| 500]: Train Loss:0.0016694, Val MRR:0.18643, testrun_e1726b98 +2023-06-01 14:35:19,243 - testrun_e1726b98 - [INFO] - [E:118| 600]: Train Loss:0.0016719, Val MRR:0.18643, testrun_e1726b98 +2023-06-01 14:35:19,297 - testrun_e1726b98 - [INFO] - [Epoch:118]: Training Loss:0.001672 + +2023-06-01 14:35:19,685 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 14:35:39,673 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 14:35:57,749 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.27113, Head : 0.1062, Avg : 0.18866 + +2023-06-01 14:35:58,702 - testrun_e1726b98 - [INFO] - [Epoch 118]: Training Loss: 0.0016719, Valid MRR: 0.18866, + + + +2023-06-01 14:35:59,630 - testrun_e1726b98 - [INFO] - [E:119| 0]: Train Loss:0.0015843, Val MRR:0.18866, testrun_e1726b98 +2023-06-01 14:37:38,535 - testrun_e1726b98 - [INFO] - [E:119| 100]: Train Loss:0.0016719, Val MRR:0.18866, testrun_e1726b98 +2023-06-01 14:39:20,427 - testrun_e1726b98 - [INFO] - [E:119| 200]: Train Loss:0.0016711, Val MRR:0.18866, testrun_e1726b98 +2023-06-01 14:40:56,761 - testrun_e1726b98 - [INFO] - [E:119| 300]: Train Loss:0.0016698, Val MRR:0.18866, testrun_e1726b98 +2023-06-01 14:42:38,594 - testrun_e1726b98 - [INFO] - [E:119| 400]: Train Loss:0.0016682, Val MRR:0.18866, testrun_e1726b98 +2023-06-01 14:44:14,865 - testrun_e1726b98 - [INFO] - [E:119| 500]: Train Loss:0.0016667, Val MRR:0.18866, testrun_e1726b98 +2023-06-01 14:45:55,891 - testrun_e1726b98 - [INFO] - [E:119| 600]: Train Loss:0.0016679, Val MRR:0.18866, testrun_e1726b98 +2023-06-01 14:45:55,977 - testrun_e1726b98 - [INFO] - [Epoch:119]: Training Loss:0.001668 + +2023-06-01 14:45:56,342 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 14:46:16,185 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 14:46:35,847 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.27624, Head : 0.10891, Avg : 0.19257 + MR: Tail : 197.23, Head : 703.49, Avg : 450.36 + Hit-1: Tail : 0.17838, Head : 0.06974, Avg : 0.12406 + Hit-3: Tail : 0.31801, Head : 0.10809, Avg : 0.21305 + Hit-10: Tail : 0.45735, Head : 0.18005, Avg : 0.3187 +2023-06-01 14:46:37,540 - testrun_e1726b98 - [INFO] - [Epoch 119]: Training Loss: 0.0016679, Valid MRR: 0.19257, + + + +2023-06-01 14:46:38,678 - testrun_e1726b98 - [INFO] - [E:120| 0]: Train Loss:0.0016209, Val MRR:0.19257, testrun_e1726b98 +2023-06-01 14:48:14,755 - testrun_e1726b98 - [INFO] - [E:120| 100]: Train Loss:0.0016667, Val MRR:0.19257, testrun_e1726b98 +2023-06-01 14:49:56,313 - testrun_e1726b98 - [INFO] - [E:120| 200]: Train Loss:0.001667, Val MRR:0.19257, testrun_e1726b98 +2023-06-01 14:51:32,834 - testrun_e1726b98 - [INFO] - [E:120| 300]: Train Loss:0.0016674, Val MRR:0.19257, testrun_e1726b98 +2023-06-01 14:53:14,602 - testrun_e1726b98 - [INFO] - [E:120| 400]: Train Loss:0.0016676, Val MRR:0.19257, testrun_e1726b98 +2023-06-01 14:54:51,050 - testrun_e1726b98 - [INFO] - [E:120| 500]: Train Loss:0.001664, Val MRR:0.19257, testrun_e1726b98 +2023-06-01 14:56:32,193 - testrun_e1726b98 - [INFO] - [E:120| 600]: Train Loss:0.0016641, Val MRR:0.19257, testrun_e1726b98 +2023-06-01 14:56:32,246 - testrun_e1726b98 - [INFO] - [Epoch:120]: Training Loss:0.001664 + +2023-06-01 14:56:32,622 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 14:56:52,509 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 14:57:12,107 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.27838, Head : 0.10848, Avg : 0.19343 + +2023-06-01 14:57:13,461 - testrun_e1726b98 - [INFO] - [Epoch 120]: Training Loss: 0.0016641, Valid MRR: 0.19343, + + + +2023-06-01 14:57:14,585 - testrun_e1726b98 - [INFO] - [E:121| 0]: Train Loss:0.0016085, Val MRR:0.19343, testrun_e1726b98 +2023-06-01 14:58:51,126 - testrun_e1726b98 - [INFO] - [E:121| 100]: Train Loss:0.0016486, Val MRR:0.19343, testrun_e1726b98 +2023-06-01 15:00:32,903 - testrun_e1726b98 - [INFO] - [E:121| 200]: Train Loss:0.0016561, Val MRR:0.19343, testrun_e1726b98 +2023-06-01 15:02:09,432 - testrun_e1726b98 - [INFO] - [E:121| 300]: Train Loss:0.0016599, Val MRR:0.19343, testrun_e1726b98 +2023-06-01 15:03:51,006 - testrun_e1726b98 - [INFO] - [E:121| 400]: Train Loss:0.0016595, Val MRR:0.19343, testrun_e1726b98 +2023-06-01 15:05:31,057 - testrun_e1726b98 - [INFO] - [E:121| 500]: Train Loss:0.0016582, Val MRR:0.19343, testrun_e1726b98 +2023-06-01 15:07:08,473 - testrun_e1726b98 - [INFO] - [E:121| 600]: Train Loss:0.0016594, Val MRR:0.19343, testrun_e1726b98 +2023-06-01 15:07:08,528 - testrun_e1726b98 - [INFO] - [Epoch:121]: Training Loss:0.001659 + +2023-06-01 15:07:08,862 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 15:07:28,730 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 15:07:48,284 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.27658, Head : 0.11103, Avg : 0.19381 + +2023-06-01 15:07:49,595 - testrun_e1726b98 - [INFO] - [Epoch 121]: Training Loss: 0.0016594, Valid MRR: 0.19381, + + + +2023-06-01 15:07:50,625 - testrun_e1726b98 - [INFO] - [E:122| 0]: Train Loss:0.0017015, Val MRR:0.19381, testrun_e1726b98 +2023-06-01 15:09:27,513 - testrun_e1726b98 - [INFO] - [E:122| 100]: Train Loss:0.001662, Val MRR:0.19381, testrun_e1726b98 +2023-06-01 15:11:08,472 - testrun_e1726b98 - [INFO] - [E:122| 200]: Train Loss:0.0016603, Val MRR:0.19381, testrun_e1726b98 +2023-06-01 15:12:49,185 - testrun_e1726b98 - [INFO] - [E:122| 300]: Train Loss:0.0016577, Val MRR:0.19381, testrun_e1726b98 +2023-06-01 15:14:27,042 - testrun_e1726b98 - [INFO] - [E:122| 400]: Train Loss:0.0016565, Val MRR:0.19381, testrun_e1726b98 +2023-06-01 15:16:09,911 - testrun_e1726b98 - [INFO] - [E:122| 500]: Train Loss:0.0016547, Val MRR:0.19381, testrun_e1726b98 +2023-06-01 15:17:45,399 - testrun_e1726b98 - [INFO] - [E:122| 600]: Train Loss:0.0016545, Val MRR:0.19381, testrun_e1726b98 +2023-06-01 15:17:45,471 - testrun_e1726b98 - [INFO] - [Epoch:122]: Training Loss:0.001655 + +2023-06-01 15:17:45,944 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 15:18:05,824 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 15:18:25,355 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.28419, Head : 0.11384, Avg : 0.19901 + +2023-06-01 15:18:26,808 - testrun_e1726b98 - [INFO] - [Epoch 122]: Training Loss: 0.0016545, Valid MRR: 0.19901, + + + +2023-06-01 15:18:27,961 - testrun_e1726b98 - [INFO] - [E:123| 0]: Train Loss:0.0016872, Val MRR:0.19901, testrun_e1726b98 +2023-06-01 15:20:08,649 - testrun_e1726b98 - [INFO] - [E:123| 100]: Train Loss:0.0016405, Val MRR:0.19901, testrun_e1726b98 +2023-06-01 15:21:45,992 - testrun_e1726b98 - [INFO] - [E:123| 200]: Train Loss:0.0016441, Val MRR:0.19901, testrun_e1726b98 +2023-06-01 15:23:27,661 - testrun_e1726b98 - [INFO] - [E:123| 300]: Train Loss:0.0016508, Val MRR:0.19901, testrun_e1726b98 +2023-06-01 15:25:03,859 - testrun_e1726b98 - [INFO] - [E:123| 400]: Train Loss:0.00165, Val MRR:0.19901, testrun_e1726b98 +2023-06-01 15:26:45,741 - testrun_e1726b98 - [INFO] - [E:123| 500]: Train Loss:0.0016492, Val MRR:0.19901, testrun_e1726b98 +2023-06-01 15:28:21,173 - testrun_e1726b98 - [INFO] - [E:123| 600]: Train Loss:0.00165, Val MRR:0.19901, testrun_e1726b98 +2023-06-01 15:28:21,227 - testrun_e1726b98 - [INFO] - [Epoch:123]: Training Loss:0.00165 + +2023-06-01 15:28:21,615 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 15:28:41,516 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 15:29:01,195 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.28366, Head : 0.11465, Avg : 0.19915 + +2023-06-01 15:29:02,302 - testrun_e1726b98 - [INFO] - [Epoch 123]: Training Loss: 0.00165, Valid MRR: 0.19915, + + + +2023-06-01 15:29:03,398 - testrun_e1726b98 - [INFO] - [E:124| 0]: Train Loss:0.0015401, Val MRR:0.19915, testrun_e1726b98 +2023-06-01 15:30:45,366 - testrun_e1726b98 - [INFO] - [E:124| 100]: Train Loss:0.0016424, Val MRR:0.19915, testrun_e1726b98 +2023-06-01 15:32:21,789 - testrun_e1726b98 - [INFO] - [E:124| 200]: Train Loss:0.001643, Val MRR:0.19915, testrun_e1726b98 +2023-06-01 15:34:03,708 - testrun_e1726b98 - [INFO] - [E:124| 300]: Train Loss:0.001645, Val MRR:0.19915, testrun_e1726b98 +2023-06-01 15:35:39,643 - testrun_e1726b98 - [INFO] - [E:124| 400]: Train Loss:0.0016463, Val MRR:0.19915, testrun_e1726b98 +2023-06-01 15:37:21,332 - testrun_e1726b98 - [INFO] - [E:124| 500]: Train Loss:0.0016469, Val MRR:0.19915, testrun_e1726b98 +2023-06-01 15:38:58,969 - testrun_e1726b98 - [INFO] - [E:124| 600]: Train Loss:0.0016469, Val MRR:0.19915, testrun_e1726b98 +2023-06-01 15:38:59,039 - testrun_e1726b98 - [INFO] - [Epoch:124]: Training Loss:0.001647 + +2023-06-01 15:38:59,392 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 15:39:17,373 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 15:39:36,941 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.28301, Head : 0.11791, Avg : 0.20046 + +2023-06-01 15:39:38,100 - testrun_e1726b98 - [INFO] - [Epoch 124]: Training Loss: 0.0016469, Valid MRR: 0.20046, + + + +2023-06-01 15:39:39,237 - testrun_e1726b98 - [INFO] - [E:125| 0]: Train Loss:0.0015512, Val MRR:0.20046, testrun_e1726b98 +2023-06-01 15:41:20,998 - testrun_e1726b98 - [INFO] - [E:125| 100]: Train Loss:0.0016466, Val MRR:0.20046, testrun_e1726b98 +2023-06-01 15:42:57,149 - testrun_e1726b98 - [INFO] - [E:125| 200]: Train Loss:0.0016394, Val MRR:0.20046, testrun_e1726b98 +2023-06-01 15:44:38,912 - testrun_e1726b98 - [INFO] - [E:125| 300]: Train Loss:0.00164, Val MRR:0.20046, testrun_e1726b98 +2023-06-01 15:46:18,215 - testrun_e1726b98 - [INFO] - [E:125| 400]: Train Loss:0.0016398, Val MRR:0.20046, testrun_e1726b98 +2023-06-01 15:47:57,575 - testrun_e1726b98 - [INFO] - [E:125| 500]: Train Loss:0.0016426, Val MRR:0.20046, testrun_e1726b98 +2023-06-01 15:49:38,426 - testrun_e1726b98 - [INFO] - [E:125| 600]: Train Loss:0.0016424, Val MRR:0.20046, testrun_e1726b98 +2023-06-01 15:49:38,503 - testrun_e1726b98 - [INFO] - [Epoch:125]: Training Loss:0.001642 + +2023-06-01 15:49:38,867 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 15:49:56,853 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 15:50:13,444 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.2852, Head : 0.12399, Avg : 0.20459 + +2023-06-01 15:50:14,589 - testrun_e1726b98 - [INFO] - [Epoch 125]: Training Loss: 0.0016424, Valid MRR: 0.20459, + + + +2023-06-01 15:50:15,644 - testrun_e1726b98 - [INFO] - [E:126| 0]: Train Loss:0.0016331, Val MRR:0.20459, testrun_e1726b98 +2023-06-01 15:51:57,441 - testrun_e1726b98 - [INFO] - [E:126| 100]: Train Loss:0.001638, Val MRR:0.20459, testrun_e1726b98 +2023-06-01 15:53:37,275 - testrun_e1726b98 - [INFO] - [E:126| 200]: Train Loss:0.0016377, Val MRR:0.20459, testrun_e1726b98 +2023-06-01 15:55:16,609 - testrun_e1726b98 - [INFO] - [E:126| 300]: Train Loss:0.0016361, Val MRR:0.20459, testrun_e1726b98 +2023-06-01 15:56:59,343 - testrun_e1726b98 - [INFO] - [E:126| 400]: Train Loss:0.0016365, Val MRR:0.20459, testrun_e1726b98 +2023-06-01 15:58:35,393 - testrun_e1726b98 - [INFO] - [E:126| 500]: Train Loss:0.0016373, Val MRR:0.20459, testrun_e1726b98 +2023-06-01 16:00:16,277 - testrun_e1726b98 - [INFO] - [E:126| 600]: Train Loss:0.0016372, Val MRR:0.20459, testrun_e1726b98 +2023-06-01 16:00:16,331 - testrun_e1726b98 - [INFO] - [Epoch:126]: Training Loss:0.001637 + +2023-06-01 16:00:16,710 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 16:00:36,589 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 16:00:54,963 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.28761, Head : 0.12488, Avg : 0.20625 + +2023-06-01 16:00:56,101 - testrun_e1726b98 - [INFO] - [Epoch 126]: Training Loss: 0.0016372, Valid MRR: 0.20625, + + + +2023-06-01 16:00:57,022 - testrun_e1726b98 - [INFO] - [E:127| 0]: Train Loss:0.001662, Val MRR:0.20625, testrun_e1726b98 +2023-06-01 16:02:35,428 - testrun_e1726b98 - [INFO] - [E:127| 100]: Train Loss:0.0016364, Val MRR:0.20625, testrun_e1726b98 +2023-06-01 16:04:17,001 - testrun_e1726b98 - [INFO] - [E:127| 200]: Train Loss:0.0016347, Val MRR:0.20625, testrun_e1726b98 +2023-06-01 16:05:53,359 - testrun_e1726b98 - [INFO] - [E:127| 300]: Train Loss:0.0016356, Val MRR:0.20625, testrun_e1726b98 +2023-06-01 16:07:35,351 - testrun_e1726b98 - [INFO] - [E:127| 400]: Train Loss:0.0016358, Val MRR:0.20625, testrun_e1726b98 +2023-06-01 16:09:11,503 - testrun_e1726b98 - [INFO] - [E:127| 500]: Train Loss:0.0016353, Val MRR:0.20625, testrun_e1726b98 +2023-06-01 16:10:52,705 - testrun_e1726b98 - [INFO] - [E:127| 600]: Train Loss:0.0016329, Val MRR:0.20625, testrun_e1726b98 +2023-06-01 16:10:52,763 - testrun_e1726b98 - [INFO] - [Epoch:127]: Training Loss:0.001633 + +2023-06-01 16:10:53,160 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 16:11:12,975 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 16:11:32,537 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.29379, Head : 0.12782, Avg : 0.2108 + +2023-06-01 16:11:33,674 - testrun_e1726b98 - [INFO] - [Epoch 127]: Training Loss: 0.0016329, Valid MRR: 0.2108, + + + +2023-06-01 16:11:34,714 - testrun_e1726b98 - [INFO] - [E:128| 0]: Train Loss:0.0016574, Val MRR:0.2108, testrun_e1726b98 +2023-06-01 16:13:10,844 - testrun_e1726b98 - [INFO] - [E:128| 100]: Train Loss:0.0016182, Val MRR:0.2108, testrun_e1726b98 +2023-06-01 16:14:53,003 - testrun_e1726b98 - [INFO] - [E:128| 200]: Train Loss:0.001626, Val MRR:0.2108, testrun_e1726b98 +2023-06-01 16:16:29,341 - testrun_e1726b98 - [INFO] - [E:128| 300]: Train Loss:0.0016251, Val MRR:0.2108, testrun_e1726b98 +2023-06-01 16:18:11,281 - testrun_e1726b98 - [INFO] - [E:128| 400]: Train Loss:0.0016304, Val MRR:0.2108, testrun_e1726b98 +2023-06-01 16:19:48,103 - testrun_e1726b98 - [INFO] - [E:128| 500]: Train Loss:0.0016307, Val MRR:0.2108, testrun_e1726b98 +2023-06-01 16:21:28,887 - testrun_e1726b98 - [INFO] - [E:128| 600]: Train Loss:0.0016293, Val MRR:0.2108, testrun_e1726b98 +2023-06-01 16:21:28,943 - testrun_e1726b98 - [INFO] - [Epoch:128]: Training Loss:0.001629 + +2023-06-01 16:21:29,324 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 16:21:49,156 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 16:22:08,645 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.29628, Head : 0.13037, Avg : 0.21333 + +2023-06-01 16:22:09,790 - testrun_e1726b98 - [INFO] - [Epoch 128]: Training Loss: 0.0016293, Valid MRR: 0.21333, + + + +2023-06-01 16:22:10,845 - testrun_e1726b98 - [INFO] - [E:129| 0]: Train Loss:0.0016324, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:23:46,964 - testrun_e1726b98 - [INFO] - [E:129| 100]: Train Loss:0.0016325, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:25:28,943 - testrun_e1726b98 - [INFO] - [E:129| 200]: Train Loss:0.0016339, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:27:06,462 - testrun_e1726b98 - [INFO] - [E:129| 300]: Train Loss:0.0016266, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:28:46,911 - testrun_e1726b98 - [INFO] - [E:129| 400]: Train Loss:0.0016244, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:30:28,012 - testrun_e1726b98 - [INFO] - [E:129| 500]: Train Loss:0.0016252, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:32:03,920 - testrun_e1726b98 - [INFO] - [E:129| 600]: Train Loss:0.0016252, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:32:03,973 - testrun_e1726b98 - [INFO] - [Epoch:129]: Training Loss:0.001625 + +2023-06-01 16:32:04,312 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 16:32:24,156 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 16:32:43,661 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.29303, Head : 0.13097, Avg : 0.212 + MR: Tail : 166.81, Head : 675.18, Avg : 420.99 + Hit-1: Tail : 0.19255, Head : 0.09155, Avg : 0.14205 + Hit-3: Tail : 0.34329, Head : 0.12906, Avg : 0.23618 + Hit-10: Tail : 0.47096, Head : 0.20172, Avg : 0.33634 +2023-06-01 16:32:43,722 - testrun_e1726b98 - [INFO] - [Epoch 129]: Training Loss: 0.0016252, Valid MRR: 0.21333, + + + +2023-06-01 16:32:44,748 - testrun_e1726b98 - [INFO] - [E:130| 0]: Train Loss:0.0015364, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:34:23,458 - testrun_e1726b98 - [INFO] - [E:130| 100]: Train Loss:0.0016112, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:36:03,117 - testrun_e1726b98 - [INFO] - [E:130| 200]: Train Loss:0.0016215, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:37:46,473 - testrun_e1726b98 - [INFO] - [E:130| 300]: Train Loss:0.0016178, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:39:22,828 - testrun_e1726b98 - [INFO] - [E:130| 400]: Train Loss:0.0016176, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:41:04,650 - testrun_e1726b98 - [INFO] - [E:130| 500]: Train Loss:0.0016187, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:42:40,694 - testrun_e1726b98 - [INFO] - [E:130| 600]: Train Loss:0.0016205, Val MRR:0.21333, testrun_e1726b98 +2023-06-01 16:42:40,769 - testrun_e1726b98 - [INFO] - [Epoch:130]: Training Loss:0.001621 + +2023-06-01 16:42:41,169 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 16:43:01,073 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 16:43:20,712 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.30173, Head : 0.13513, Avg : 0.21843 + +2023-06-01 16:43:22,073 - testrun_e1726b98 - [INFO] - [Epoch 130]: Training Loss: 0.0016205, Valid MRR: 0.21843, + + + +2023-06-01 16:43:23,190 - testrun_e1726b98 - [INFO] - [E:131| 0]: Train Loss:0.0016335, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:45:05,261 - testrun_e1726b98 - [INFO] - [E:131| 100]: Train Loss:0.0016114, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:46:41,661 - testrun_e1726b98 - [INFO] - [E:131| 200]: Train Loss:0.0016129, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:48:23,586 - testrun_e1726b98 - [INFO] - [E:131| 300]: Train Loss:0.0016159, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:49:59,941 - testrun_e1726b98 - [INFO] - [E:131| 400]: Train Loss:0.0016161, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:51:42,051 - testrun_e1726b98 - [INFO] - [E:131| 500]: Train Loss:0.0016168, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:53:17,904 - testrun_e1726b98 - [INFO] - [E:131| 600]: Train Loss:0.0016171, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:53:17,982 - testrun_e1726b98 - [INFO] - [Epoch:131]: Training Loss:0.001617 + +2023-06-01 16:53:18,350 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 16:53:38,190 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 16:53:57,733 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.30155, Head : 0.13443, Avg : 0.21799 + +2023-06-01 16:53:57,804 - testrun_e1726b98 - [INFO] - [Epoch 131]: Training Loss: 0.0016171, Valid MRR: 0.21843, + + + +2023-06-01 16:53:58,850 - testrun_e1726b98 - [INFO] - [E:132| 0]: Train Loss:0.0016104, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:55:40,699 - testrun_e1726b98 - [INFO] - [E:132| 100]: Train Loss:0.0016203, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:57:16,648 - testrun_e1726b98 - [INFO] - [E:132| 200]: Train Loss:0.0016119, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 16:58:58,470 - testrun_e1726b98 - [INFO] - [E:132| 300]: Train Loss:0.0016128, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 17:00:35,000 - testrun_e1726b98 - [INFO] - [E:132| 400]: Train Loss:0.0016119, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 17:02:16,422 - testrun_e1726b98 - [INFO] - [E:132| 500]: Train Loss:0.0016121, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 17:03:56,164 - testrun_e1726b98 - [INFO] - [E:132| 600]: Train Loss:0.001613, Val MRR:0.21843, testrun_e1726b98 +2023-06-01 17:03:56,219 - testrun_e1726b98 - [INFO] - [Epoch:132]: Training Loss:0.001613 + +2023-06-01 17:03:56,576 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 17:04:13,437 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 17:04:32,112 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.29983, Head : 0.13942, Avg : 0.21963 + +2023-06-01 17:04:33,199 - testrun_e1726b98 - [INFO] - [Epoch 132]: Training Loss: 0.001613, Valid MRR: 0.21963, + + + +2023-06-01 17:04:34,288 - testrun_e1726b98 - [INFO] - [E:133| 0]: Train Loss:0.0016076, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:06:16,232 - testrun_e1726b98 - [INFO] - [E:133| 100]: Train Loss:0.0016115, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:07:53,140 - testrun_e1726b98 - [INFO] - [E:133| 200]: Train Loss:0.0016049, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:09:34,063 - testrun_e1726b98 - [INFO] - [E:133| 300]: Train Loss:0.0016069, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:11:14,867 - testrun_e1726b98 - [INFO] - [E:133| 400]: Train Loss:0.0016079, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:12:51,925 - testrun_e1726b98 - [INFO] - [E:133| 500]: Train Loss:0.00161, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:14:33,008 - testrun_e1726b98 - [INFO] - [E:133| 600]: Train Loss:0.0016093, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:14:33,099 - testrun_e1726b98 - [INFO] - [Epoch:133]: Training Loss:0.001609 + +2023-06-01 17:14:33,488 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 17:14:53,141 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 17:15:09,896 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.30269, Head : 0.13529, Avg : 0.21899 + +2023-06-01 17:15:09,954 - testrun_e1726b98 - [INFO] - [Epoch 133]: Training Loss: 0.0016093, Valid MRR: 0.21963, + + + +2023-06-01 17:15:10,897 - testrun_e1726b98 - [INFO] - [E:134| 0]: Train Loss:0.0016338, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:16:51,719 - testrun_e1726b98 - [INFO] - [E:134| 100]: Train Loss:0.0015952, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:18:33,660 - testrun_e1726b98 - [INFO] - [E:134| 200]: Train Loss:0.0015999, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:20:10,146 - testrun_e1726b98 - [INFO] - [E:134| 300]: Train Loss:0.0016059, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:21:51,757 - testrun_e1726b98 - [INFO] - [E:134| 400]: Train Loss:0.0016036, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:23:27,536 - testrun_e1726b98 - [INFO] - [E:134| 500]: Train Loss:0.0016045, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:25:08,639 - testrun_e1726b98 - [INFO] - [E:134| 600]: Train Loss:0.0016042, Val MRR:0.21963, testrun_e1726b98 +2023-06-01 17:25:08,713 - testrun_e1726b98 - [INFO] - [Epoch:134]: Training Loss:0.001604 + +2023-06-01 17:25:09,064 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 17:25:28,896 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 17:25:48,422 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.30192, Head : 0.1405, Avg : 0.22121 + +2023-06-01 17:25:49,582 - testrun_e1726b98 - [INFO] - [Epoch 134]: Training Loss: 0.0016042, Valid MRR: 0.22121, + + + +2023-06-01 17:25:50,721 - testrun_e1726b98 - [INFO] - [E:135| 0]: Train Loss:0.001705, Val MRR:0.22121, testrun_e1726b98 +2023-06-01 17:27:26,896 - testrun_e1726b98 - [INFO] - [E:135| 100]: Train Loss:0.0016009, Val MRR:0.22121, testrun_e1726b98 +2023-06-01 17:29:08,259 - testrun_e1726b98 - [INFO] - [E:135| 200]: Train Loss:0.0016015, Val MRR:0.22121, testrun_e1726b98 +2023-06-01 17:30:44,699 - testrun_e1726b98 - [INFO] - [E:135| 300]: Train Loss:0.0015987, Val MRR:0.22121, testrun_e1726b98 +2023-06-01 17:32:26,197 - testrun_e1726b98 - [INFO] - [E:135| 400]: Train Loss:0.0015983, Val MRR:0.22121, testrun_e1726b98 +2023-06-01 17:34:02,322 - testrun_e1726b98 - [INFO] - [E:135| 500]: Train Loss:0.0015996, Val MRR:0.22121, testrun_e1726b98 +2023-06-01 17:35:43,375 - testrun_e1726b98 - [INFO] - [E:135| 600]: Train Loss:0.0015994, Val MRR:0.22121, testrun_e1726b98 +2023-06-01 17:35:43,456 - testrun_e1726b98 - [INFO] - [Epoch:135]: Training Loss:0.001599 + +2023-06-01 17:35:43,933 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 17:36:03,807 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 17:36:23,303 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.30525, Head : 0.14186, Avg : 0.22356 + +2023-06-01 17:36:24,580 - testrun_e1726b98 - [INFO] - [Epoch 135]: Training Loss: 0.0015994, Valid MRR: 0.22356, + + + +2023-06-01 17:36:25,733 - testrun_e1726b98 - [INFO] - [E:136| 0]: Train Loss:0.0015381, Val MRR:0.22356, testrun_e1726b98 +2023-06-01 17:38:01,700 - testrun_e1726b98 - [INFO] - [E:136| 100]: Train Loss:0.0015958, Val MRR:0.22356, testrun_e1726b98 +2023-06-01 17:39:42,936 - testrun_e1726b98 - [INFO] - [E:136| 200]: Train Loss:0.0015974, Val MRR:0.22356, testrun_e1726b98 +2023-06-01 17:41:19,212 - testrun_e1726b98 - [INFO] - [E:136| 300]: Train Loss:0.0015967, Val MRR:0.22356, testrun_e1726b98 +2023-06-01 17:43:00,157 - testrun_e1726b98 - [INFO] - [E:136| 400]: Train Loss:0.0015958, Val MRR:0.22356, testrun_e1726b98 +2023-06-01 17:44:39,447 - testrun_e1726b98 - [INFO] - [E:136| 500]: Train Loss:0.0015952, Val MRR:0.22356, testrun_e1726b98 +2023-06-01 17:46:16,881 - testrun_e1726b98 - [INFO] - [E:136| 600]: Train Loss:0.0015956, Val MRR:0.22356, testrun_e1726b98 +2023-06-01 17:46:16,966 - testrun_e1726b98 - [INFO] - [Epoch:136]: Training Loss:0.001596 + +2023-06-01 17:46:17,343 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 17:46:37,207 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 17:46:56,706 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.30954, Head : 0.14192, Avg : 0.22573 + +2023-06-01 17:46:57,848 - testrun_e1726b98 - [INFO] - [Epoch 136]: Training Loss: 0.0015956, Valid MRR: 0.22573, + + + +2023-06-01 17:46:58,868 - testrun_e1726b98 - [INFO] - [E:137| 0]: Train Loss:0.0015244, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 17:48:35,647 - testrun_e1726b98 - [INFO] - [E:137| 100]: Train Loss:0.0015994, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 17:50:16,495 - testrun_e1726b98 - [INFO] - [E:137| 200]: Train Loss:0.0015953, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 17:51:57,307 - testrun_e1726b98 - [INFO] - [E:137| 300]: Train Loss:0.0015946, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 17:53:34,771 - testrun_e1726b98 - [INFO] - [E:137| 400]: Train Loss:0.0015916, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 17:55:17,216 - testrun_e1726b98 - [INFO] - [E:137| 500]: Train Loss:0.0015913, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 17:56:53,306 - testrun_e1726b98 - [INFO] - [E:137| 600]: Train Loss:0.0015921, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 17:56:53,381 - testrun_e1726b98 - [INFO] - [Epoch:137]: Training Loss:0.001592 + +2023-06-01 17:56:53,744 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 17:57:13,607 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 17:57:33,241 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.30407, Head : 0.14378, Avg : 0.22392 + +2023-06-01 17:57:33,314 - testrun_e1726b98 - [INFO] - [Epoch 137]: Training Loss: 0.0015921, Valid MRR: 0.22573, + + + +2023-06-01 17:57:34,350 - testrun_e1726b98 - [INFO] - [E:138| 0]: Train Loss:0.0015684, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 17:59:15,910 - testrun_e1726b98 - [INFO] - [E:138| 100]: Train Loss:0.0015837, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 18:00:52,137 - testrun_e1726b98 - [INFO] - [E:138| 200]: Train Loss:0.0015872, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 18:02:33,671 - testrun_e1726b98 - [INFO] - [E:138| 300]: Train Loss:0.0015873, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 18:04:09,832 - testrun_e1726b98 - [INFO] - [E:138| 400]: Train Loss:0.0015876, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 18:05:51,563 - testrun_e1726b98 - [INFO] - [E:138| 500]: Train Loss:0.0015888, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 18:07:27,172 - testrun_e1726b98 - [INFO] - [E:138| 600]: Train Loss:0.0015885, Val MRR:0.22573, testrun_e1726b98 +2023-06-01 18:07:27,236 - testrun_e1726b98 - [INFO] - [Epoch:138]: Training Loss:0.001588 + +2023-06-01 18:07:27,601 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 18:07:47,436 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 18:08:07,076 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.30871, Head : 0.14563, Avg : 0.22717 + +2023-06-01 18:08:08,208 - testrun_e1726b98 - [INFO] - [Epoch 138]: Training Loss: 0.0015885, Valid MRR: 0.22717, + + + +2023-06-01 18:08:09,302 - testrun_e1726b98 - [INFO] - [E:139| 0]: Train Loss:0.0015931, Val MRR:0.22717, testrun_e1726b98 +2023-06-01 18:09:50,860 - testrun_e1726b98 - [INFO] - [E:139| 100]: Train Loss:0.0015803, Val MRR:0.22717, testrun_e1726b98 +2023-06-01 18:11:26,719 - testrun_e1726b98 - [INFO] - [E:139| 200]: Train Loss:0.0015842, Val MRR:0.22717, testrun_e1726b98 +2023-06-01 18:13:08,167 - testrun_e1726b98 - [INFO] - [E:139| 300]: Train Loss:0.0015821, Val MRR:0.22717, testrun_e1726b98 +2023-06-01 18:14:44,038 - testrun_e1726b98 - [INFO] - [E:139| 400]: Train Loss:0.0015824, Val MRR:0.22717, testrun_e1726b98 +2023-06-01 18:16:25,165 - testrun_e1726b98 - [INFO] - [E:139| 500]: Train Loss:0.0015824, Val MRR:0.22717, testrun_e1726b98 +2023-06-01 18:18:03,526 - testrun_e1726b98 - [INFO] - [E:139| 600]: Train Loss:0.0015838, Val MRR:0.22717, testrun_e1726b98 +2023-06-01 18:18:03,579 - testrun_e1726b98 - [INFO] - [Epoch:139]: Training Loss:0.001584 + +2023-06-01 18:18:03,934 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 18:18:20,829 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 18:18:40,292 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.31094, Head : 0.14729, Avg : 0.22912 + MR: Tail : 146.14, Head : 632.2, Avg : 389.17 + Hit-1: Tail : 0.21006, Head : 0.10378, Avg : 0.15692 + Hit-3: Tail : 0.36163, Head : 0.15101, Avg : 0.25632 + Hit-10: Tail : 0.49389, Head : 0.22756, Avg : 0.36073 +2023-06-01 18:18:41,483 - testrun_e1726b98 - [INFO] - [Epoch 139]: Training Loss: 0.0015838, Valid MRR: 0.22912, + + + +2023-06-01 18:18:42,674 - testrun_e1726b98 - [INFO] - [E:140| 0]: Train Loss:0.0015401, Val MRR:0.22912, testrun_e1726b98 +2023-06-01 18:20:23,951 - testrun_e1726b98 - [INFO] - [E:140| 100]: Train Loss:0.0015809, Val MRR:0.22912, testrun_e1726b98 +2023-06-01 18:22:00,006 - testrun_e1726b98 - [INFO] - [E:140| 200]: Train Loss:0.0015838, Val MRR:0.22912, testrun_e1726b98 +2023-06-01 18:23:41,199 - testrun_e1726b98 - [INFO] - [E:140| 300]: Train Loss:0.0015801, Val MRR:0.22912, testrun_e1726b98 +2023-06-01 18:25:21,335 - testrun_e1726b98 - [INFO] - [E:140| 400]: Train Loss:0.001578, Val MRR:0.22912, testrun_e1726b98 +2023-06-01 18:26:58,610 - testrun_e1726b98 - [INFO] - [E:140| 500]: Train Loss:0.0015813, Val MRR:0.22912, testrun_e1726b98 +2023-06-01 18:28:39,455 - testrun_e1726b98 - [INFO] - [E:140| 600]: Train Loss:0.0015807, Val MRR:0.22912, testrun_e1726b98 +2023-06-01 18:28:39,519 - testrun_e1726b98 - [INFO] - [Epoch:140]: Training Loss:0.001581 + +2023-06-01 18:28:39,891 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 18:28:59,423 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 18:29:16,017 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.31608, Head : 0.14967, Avg : 0.23287 + +2023-06-01 18:29:17,267 - testrun_e1726b98 - [INFO] - [Epoch 140]: Training Loss: 0.0015807, Valid MRR: 0.23287, + + + +2023-06-01 18:29:18,214 - testrun_e1726b98 - [INFO] - [E:141| 0]: Train Loss:0.0015302, Val MRR:0.23287, testrun_e1726b98 +2023-06-01 18:30:59,095 - testrun_e1726b98 - [INFO] - [E:141| 100]: Train Loss:0.0015752, Val MRR:0.23287, testrun_e1726b98 +2023-06-01 18:32:40,102 - testrun_e1726b98 - [INFO] - [E:141| 200]: Train Loss:0.0015789, Val MRR:0.23287, testrun_e1726b98 +2023-06-01 18:34:16,799 - testrun_e1726b98 - [INFO] - [E:141| 300]: Train Loss:0.001573, Val MRR:0.23287, testrun_e1726b98 +2023-06-01 18:35:58,706 - testrun_e1726b98 - [INFO] - [E:141| 400]: Train Loss:0.0015742, Val MRR:0.23287, testrun_e1726b98 +2023-06-01 18:37:35,370 - testrun_e1726b98 - [INFO] - [E:141| 500]: Train Loss:0.0015782, Val MRR:0.23287, testrun_e1726b98 +2023-06-01 18:39:17,026 - testrun_e1726b98 - [INFO] - [E:141| 600]: Train Loss:0.0015756, Val MRR:0.23287, testrun_e1726b98 +2023-06-01 18:39:17,101 - testrun_e1726b98 - [INFO] - [Epoch:141]: Training Loss:0.001576 + +2023-06-01 18:39:17,525 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 18:39:37,261 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 18:39:56,790 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.3167, Head : 0.14969, Avg : 0.23319 + +2023-06-01 18:39:57,899 - testrun_e1726b98 - [INFO] - [Epoch 141]: Training Loss: 0.0015756, Valid MRR: 0.23319, + + + +2023-06-01 18:39:58,833 - testrun_e1726b98 - [INFO] - [E:142| 0]: Train Loss:0.0015775, Val MRR:0.23319, testrun_e1726b98 +2023-06-01 18:41:35,432 - testrun_e1726b98 - [INFO] - [E:142| 100]: Train Loss:0.0015714, Val MRR:0.23319, testrun_e1726b98 +2023-06-01 18:43:16,726 - testrun_e1726b98 - [INFO] - [E:142| 200]: Train Loss:0.0015692, Val MRR:0.23319, testrun_e1726b98 +2023-06-01 18:44:52,880 - testrun_e1726b98 - [INFO] - [E:142| 300]: Train Loss:0.0015712, Val MRR:0.23319, testrun_e1726b98 +2023-06-01 18:46:33,958 - testrun_e1726b98 - [INFO] - [E:142| 400]: Train Loss:0.0015716, Val MRR:0.23319, testrun_e1726b98 +2023-06-01 18:48:10,315 - testrun_e1726b98 - [INFO] - [E:142| 500]: Train Loss:0.0015732, Val MRR:0.23319, testrun_e1726b98 +2023-06-01 18:49:50,995 - testrun_e1726b98 - [INFO] - [E:142| 600]: Train Loss:0.0015719, Val MRR:0.23319, testrun_e1726b98 +2023-06-01 18:49:51,066 - testrun_e1726b98 - [INFO] - [Epoch:142]: Training Loss:0.001572 + +2023-06-01 18:49:51,513 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 18:50:11,180 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 18:50:30,674 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.31627, Head : 0.15035, Avg : 0.23331 + +2023-06-01 18:50:31,808 - testrun_e1726b98 - [INFO] - [Epoch 142]: Training Loss: 0.0015719, Valid MRR: 0.23331, + + + +2023-06-01 18:50:32,973 - testrun_e1726b98 - [INFO] - [E:143| 0]: Train Loss:0.0016219, Val MRR:0.23331, testrun_e1726b98 +2023-06-01 18:52:09,074 - testrun_e1726b98 - [INFO] - [E:143| 100]: Train Loss:0.0015681, Val MRR:0.23331, testrun_e1726b98 +2023-06-01 18:53:50,537 - testrun_e1726b98 - [INFO] - [E:143| 200]: Train Loss:0.0015725, Val MRR:0.23331, testrun_e1726b98 +2023-06-01 18:55:26,722 - testrun_e1726b98 - [INFO] - [E:143| 300]: Train Loss:0.0015694, Val MRR:0.23331, testrun_e1726b98 +2023-06-01 18:57:08,113 - testrun_e1726b98 - [INFO] - [E:143| 400]: Train Loss:0.0015671, Val MRR:0.23331, testrun_e1726b98 +2023-06-01 18:58:47,069 - testrun_e1726b98 - [INFO] - [E:143| 500]: Train Loss:0.0015678, Val MRR:0.23331, testrun_e1726b98 +2023-06-01 19:00:24,487 - testrun_e1726b98 - [INFO] - [E:143| 600]: Train Loss:0.0015685, Val MRR:0.23331, testrun_e1726b98 +2023-06-01 19:00:24,540 - testrun_e1726b98 - [INFO] - [Epoch:143]: Training Loss:0.001568 + +2023-06-01 19:00:24,977 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 19:00:44,820 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 19:01:04,325 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.31861, Head : 0.15551, Avg : 0.23706 + +2023-06-01 19:01:05,468 - testrun_e1726b98 - [INFO] - [Epoch 143]: Training Loss: 0.0015685, Valid MRR: 0.23706, + + + +2023-06-01 19:01:06,537 - testrun_e1726b98 - [INFO] - [E:144| 0]: Train Loss:0.0015244, Val MRR:0.23706, testrun_e1726b98 +2023-06-01 19:02:43,131 - testrun_e1726b98 - [INFO] - [E:144| 100]: Train Loss:0.0015624, Val MRR:0.23706, testrun_e1726b98 +2023-06-01 19:04:24,360 - testrun_e1726b98 - [INFO] - [E:144| 200]: Train Loss:0.001563, Val MRR:0.23706, testrun_e1726b98 +2023-06-01 19:06:05,168 - testrun_e1726b98 - [INFO] - [E:144| 300]: Train Loss:0.0015626, Val MRR:0.23706, testrun_e1726b98 +2023-06-01 19:07:42,582 - testrun_e1726b98 - [INFO] - [E:144| 400]: Train Loss:0.0015634, Val MRR:0.23706, testrun_e1726b98 +2023-06-01 19:09:24,578 - testrun_e1726b98 - [INFO] - [E:144| 500]: Train Loss:0.0015659, Val MRR:0.23706, testrun_e1726b98 +2023-06-01 19:11:00,196 - testrun_e1726b98 - [INFO] - [E:144| 600]: Train Loss:0.0015648, Val MRR:0.23706, testrun_e1726b98 +2023-06-01 19:11:00,254 - testrun_e1726b98 - [INFO] - [Epoch:144]: Training Loss:0.001565 + +2023-06-01 19:11:00,732 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 19:11:20,427 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 19:11:39,936 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.32264, Head : 0.15647, Avg : 0.23956 + +2023-06-01 19:11:41,150 - testrun_e1726b98 - [INFO] - [Epoch 144]: Training Loss: 0.0015648, Valid MRR: 0.23956, + + + +2023-06-01 19:11:42,236 - testrun_e1726b98 - [INFO] - [E:145| 0]: Train Loss:0.0015394, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:13:23,843 - testrun_e1726b98 - [INFO] - [E:145| 100]: Train Loss:0.0015636, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:15:00,445 - testrun_e1726b98 - [INFO] - [E:145| 200]: Train Loss:0.0015615, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:16:42,927 - testrun_e1726b98 - [INFO] - [E:145| 300]: Train Loss:0.0015617, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:18:19,677 - testrun_e1726b98 - [INFO] - [E:145| 400]: Train Loss:0.001561, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:20:01,928 - testrun_e1726b98 - [INFO] - [E:145| 500]: Train Loss:0.0015617, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:21:37,156 - testrun_e1726b98 - [INFO] - [E:145| 600]: Train Loss:0.0015608, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:21:37,227 - testrun_e1726b98 - [INFO] - [Epoch:145]: Training Loss:0.001561 + +2023-06-01 19:21:37,689 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 19:21:57,540 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 19:22:17,010 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.32253, Head : 0.15648, Avg : 0.2395 + +2023-06-01 19:22:17,063 - testrun_e1726b98 - [INFO] - [Epoch 145]: Training Loss: 0.0015608, Valid MRR: 0.23956, + + + +2023-06-01 19:22:18,117 - testrun_e1726b98 - [INFO] - [E:146| 0]: Train Loss:0.0015344, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:23:59,891 - testrun_e1726b98 - [INFO] - [E:146| 100]: Train Loss:0.0015515, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:25:35,877 - testrun_e1726b98 - [INFO] - [E:146| 200]: Train Loss:0.0015532, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:27:17,616 - testrun_e1726b98 - [INFO] - [E:146| 300]: Train Loss:0.0015548, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:28:53,793 - testrun_e1726b98 - [INFO] - [E:146| 400]: Train Loss:0.0015566, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:30:35,622 - testrun_e1726b98 - [INFO] - [E:146| 500]: Train Loss:0.0015558, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:32:13,827 - testrun_e1726b98 - [INFO] - [E:146| 600]: Train Loss:0.001557, Val MRR:0.23956, testrun_e1726b98 +2023-06-01 19:32:13,881 - testrun_e1726b98 - [INFO] - [Epoch:146]: Training Loss:0.001557 + +2023-06-01 19:32:14,239 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 19:32:31,937 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 19:32:51,426 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.32502, Head : 0.15933, Avg : 0.24218 + +2023-06-01 19:32:52,545 - testrun_e1726b98 - [INFO] - [Epoch 146]: Training Loss: 0.001557, Valid MRR: 0.24218, + + + +2023-06-01 19:32:53,590 - testrun_e1726b98 - [INFO] - [E:147| 0]: Train Loss:0.0016149, Val MRR:0.24218, testrun_e1726b98 +2023-06-01 19:34:34,886 - testrun_e1726b98 - [INFO] - [E:147| 100]: Train Loss:0.0015566, Val MRR:0.24218, testrun_e1726b98 +2023-06-01 19:36:10,998 - testrun_e1726b98 - [INFO] - [E:147| 200]: Train Loss:0.0015568, Val MRR:0.24218, testrun_e1726b98 +2023-06-01 19:37:52,543 - testrun_e1726b98 - [INFO] - [E:147| 300]: Train Loss:0.0015539, Val MRR:0.24218, testrun_e1726b98 +2023-06-01 19:39:32,061 - testrun_e1726b98 - [INFO] - [E:147| 400]: Train Loss:0.0015532, Val MRR:0.24218, testrun_e1726b98 +2023-06-01 19:41:10,536 - testrun_e1726b98 - [INFO] - [E:147| 500]: Train Loss:0.0015531, Val MRR:0.24218, testrun_e1726b98 +2023-06-01 19:42:51,551 - testrun_e1726b98 - [INFO] - [E:147| 600]: Train Loss:0.0015528, Val MRR:0.24218, testrun_e1726b98 +2023-06-01 19:42:51,605 - testrun_e1726b98 - [INFO] - [Epoch:147]: Training Loss:0.001553 + +2023-06-01 19:42:52,041 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 19:43:10,402 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 19:43:27,157 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.32765, Head : 0.16261, Avg : 0.24513 + +2023-06-01 19:43:28,439 - testrun_e1726b98 - [INFO] - [Epoch 147]: Training Loss: 0.0015528, Valid MRR: 0.24513, + + + +2023-06-01 19:43:29,515 - testrun_e1726b98 - [INFO] - [E:148| 0]: Train Loss:0.0016072, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:45:11,464 - testrun_e1726b98 - [INFO] - [E:148| 100]: Train Loss:0.0015524, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:46:51,302 - testrun_e1726b98 - [INFO] - [E:148| 200]: Train Loss:0.0015526, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:48:29,466 - testrun_e1726b98 - [INFO] - [E:148| 300]: Train Loss:0.0015521, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:50:10,701 - testrun_e1726b98 - [INFO] - [E:148| 400]: Train Loss:0.0015496, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:51:46,529 - testrun_e1726b98 - [INFO] - [E:148| 500]: Train Loss:0.00155, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:53:27,547 - testrun_e1726b98 - [INFO] - [E:148| 600]: Train Loss:0.0015492, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:53:27,638 - testrun_e1726b98 - [INFO] - [Epoch:148]: Training Loss:0.001549 + +2023-06-01 19:53:27,995 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 19:53:47,840 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 19:54:07,295 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.32574, Head : 0.1629, Avg : 0.24432 + +2023-06-01 19:54:07,349 - testrun_e1726b98 - [INFO] - [Epoch 148]: Training Loss: 0.0015492, Valid MRR: 0.24513, + + + +2023-06-01 19:54:08,259 - testrun_e1726b98 - [INFO] - [E:149| 0]: Train Loss:0.0015385, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:55:44,833 - testrun_e1726b98 - [INFO] - [E:149| 100]: Train Loss:0.001536, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:57:26,964 - testrun_e1726b98 - [INFO] - [E:149| 200]: Train Loss:0.001537, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 19:59:03,518 - testrun_e1726b98 - [INFO] - [E:149| 300]: Train Loss:0.0015426, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 20:00:45,261 - testrun_e1726b98 - [INFO] - [E:149| 400]: Train Loss:0.0015439, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 20:02:21,556 - testrun_e1726b98 - [INFO] - [E:149| 500]: Train Loss:0.0015463, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 20:04:02,250 - testrun_e1726b98 - [INFO] - [E:149| 600]: Train Loss:0.0015447, Val MRR:0.24513, testrun_e1726b98 +2023-06-01 20:04:02,301 - testrun_e1726b98 - [INFO] - [Epoch:149]: Training Loss:0.001545 + +2023-06-01 20:04:02,631 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 20:04:22,299 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 20:04:41,688 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.33009, Head : 0.16429, Avg : 0.24719 + MR: Tail : 130.07, Head : 617.65, Avg : 373.86 + Hit-1: Tail : 0.22729, Head : 0.11989, Avg : 0.17359 + Hit-3: Tail : 0.38733, Head : 0.16463, Avg : 0.27598 + Hit-10: Tail : 0.51459, Head : 0.25104, Avg : 0.38281 +2023-06-01 20:04:42,935 - testrun_e1726b98 - [INFO] - [Epoch 149]: Training Loss: 0.0015447, Valid MRR: 0.24719, + + + +2023-06-01 20:04:44,035 - testrun_e1726b98 - [INFO] - [E:150| 0]: Train Loss:0.001493, Val MRR:0.24719, testrun_e1726b98 +2023-06-01 20:06:20,020 - testrun_e1726b98 - [INFO] - [E:150| 100]: Train Loss:0.0015301, Val MRR:0.24719, testrun_e1726b98 +2023-06-01 20:08:01,563 - testrun_e1726b98 - [INFO] - [E:150| 200]: Train Loss:0.0015388, Val MRR:0.24719, testrun_e1726b98 +2023-06-01 20:09:37,288 - testrun_e1726b98 - [INFO] - [E:150| 300]: Train Loss:0.0015401, Val MRR:0.24719, testrun_e1726b98 +2023-06-01 20:11:19,064 - testrun_e1726b98 - [INFO] - [E:150| 400]: Train Loss:0.0015414, Val MRR:0.24719, testrun_e1726b98 +2023-06-01 20:12:57,646 - testrun_e1726b98 - [INFO] - [E:150| 500]: Train Loss:0.0015409, Val MRR:0.24719, testrun_e1726b98 +2023-06-01 20:14:35,787 - testrun_e1726b98 - [INFO] - [E:150| 600]: Train Loss:0.0015411, Val MRR:0.24719, testrun_e1726b98 +2023-06-01 20:14:35,848 - testrun_e1726b98 - [INFO] - [Epoch:150]: Training Loss:0.001541 + +2023-06-01 20:14:36,230 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 20:14:56,039 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 20:15:15,479 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.33123, Head : 0.16376, Avg : 0.24749 + +2023-06-01 20:15:16,743 - testrun_e1726b98 - [INFO] - [Epoch 150]: Training Loss: 0.0015411, Valid MRR: 0.24749, + + + +2023-06-01 20:15:17,785 - testrun_e1726b98 - [INFO] - [E:151| 0]: Train Loss:0.0015469, Val MRR:0.24749, testrun_e1726b98 +2023-06-01 20:16:53,467 - testrun_e1726b98 - [INFO] - [E:151| 100]: Train Loss:0.0015324, Val MRR:0.24749, testrun_e1726b98 +2023-06-01 20:18:34,785 - testrun_e1726b98 - [INFO] - [E:151| 200]: Train Loss:0.0015348, Val MRR:0.24749, testrun_e1726b98 +2023-06-01 20:20:14,618 - testrun_e1726b98 - [INFO] - [E:151| 300]: Train Loss:0.0015391, Val MRR:0.24749, testrun_e1726b98 +2023-06-01 20:21:51,817 - testrun_e1726b98 - [INFO] - [E:151| 400]: Train Loss:0.0015406, Val MRR:0.24749, testrun_e1726b98 +2023-06-01 20:23:32,891 - testrun_e1726b98 - [INFO] - [E:151| 500]: Train Loss:0.0015389, Val MRR:0.24749, testrun_e1726b98 +2023-06-01 20:25:08,658 - testrun_e1726b98 - [INFO] - [E:151| 600]: Train Loss:0.0015384, Val MRR:0.24749, testrun_e1726b98 +2023-06-01 20:25:08,711 - testrun_e1726b98 - [INFO] - [Epoch:151]: Training Loss:0.001538 + +2023-06-01 20:25:09,106 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 20:25:28,963 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 20:25:48,473 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.33167, Head : 0.16621, Avg : 0.24894 + +2023-06-01 20:25:49,881 - testrun_e1726b98 - [INFO] - [Epoch 151]: Training Loss: 0.0015384, Valid MRR: 0.24894, + + + +2023-06-01 20:25:51,039 - testrun_e1726b98 - [INFO] - [E:152| 0]: Train Loss:0.0015314, Val MRR:0.24894, testrun_e1726b98 +2023-06-01 20:27:32,317 - testrun_e1726b98 - [INFO] - [E:152| 100]: Train Loss:0.0015342, Val MRR:0.24894, testrun_e1726b98 +2023-06-01 20:29:09,250 - testrun_e1726b98 - [INFO] - [E:152| 200]: Train Loss:0.0015333, Val MRR:0.24894, testrun_e1726b98 +2023-06-01 20:30:50,746 - testrun_e1726b98 - [INFO] - [E:152| 300]: Train Loss:0.0015333, Val MRR:0.24894, testrun_e1726b98 +2023-06-01 20:32:26,697 - testrun_e1726b98 - [INFO] - [E:152| 400]: Train Loss:0.0015363, Val MRR:0.24894, testrun_e1726b98 +2023-06-01 20:34:08,342 - testrun_e1726b98 - [INFO] - [E:152| 500]: Train Loss:0.0015351, Val MRR:0.24894, testrun_e1726b98 +2023-06-01 20:35:43,421 - testrun_e1726b98 - [INFO] - [E:152| 600]: Train Loss:0.0015342, Val MRR:0.24894, testrun_e1726b98 +2023-06-01 20:35:43,473 - testrun_e1726b98 - [INFO] - [Epoch:152]: Training Loss:0.001534 + +2023-06-01 20:35:43,850 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 20:36:03,696 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 20:36:23,178 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.33487, Head : 0.16933, Avg : 0.2521 + +2023-06-01 20:36:24,503 - testrun_e1726b98 - [INFO] - [Epoch 152]: Training Loss: 0.0015342, Valid MRR: 0.2521, + + + +2023-06-01 20:36:25,531 - testrun_e1726b98 - [INFO] - [E:153| 0]: Train Loss:0.0016353, Val MRR:0.2521, testrun_e1726b98 +2023-06-01 20:38:08,248 - testrun_e1726b98 - [INFO] - [E:153| 100]: Train Loss:0.0015306, Val MRR:0.2521, testrun_e1726b98 +2023-06-01 20:39:44,916 - testrun_e1726b98 - [INFO] - [E:153| 200]: Train Loss:0.001526, Val MRR:0.2521, testrun_e1726b98 +2023-06-01 20:41:26,668 - testrun_e1726b98 - [INFO] - [E:153| 300]: Train Loss:0.0015275, Val MRR:0.2521, testrun_e1726b98 +2023-06-01 20:43:02,458 - testrun_e1726b98 - [INFO] - [E:153| 400]: Train Loss:0.0015291, Val MRR:0.2521, testrun_e1726b98 +2023-06-01 20:44:44,166 - testrun_e1726b98 - [INFO] - [E:153| 500]: Train Loss:0.0015289, Val MRR:0.2521, testrun_e1726b98 +2023-06-01 20:46:21,587 - testrun_e1726b98 - [INFO] - [E:153| 600]: Train Loss:0.0015307, Val MRR:0.2521, testrun_e1726b98 +2023-06-01 20:46:21,644 - testrun_e1726b98 - [INFO] - [Epoch:153]: Training Loss:0.001531 + +2023-06-01 20:46:22,003 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 20:46:39,645 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 20:46:59,181 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.33814, Head : 0.16859, Avg : 0.25337 + +2023-06-01 20:47:00,341 - testrun_e1726b98 - [INFO] - [Epoch 153]: Training Loss: 0.0015307, Valid MRR: 0.25337, + + + +2023-06-01 20:47:01,475 - testrun_e1726b98 - [INFO] - [E:154| 0]: Train Loss:0.001439, Val MRR:0.25337, testrun_e1726b98 +2023-06-01 20:48:42,767 - testrun_e1726b98 - [INFO] - [E:154| 100]: Train Loss:0.0015227, Val MRR:0.25337, testrun_e1726b98 +2023-06-01 20:50:18,647 - testrun_e1726b98 - [INFO] - [E:154| 200]: Train Loss:0.0015224, Val MRR:0.25337, testrun_e1726b98 +2023-06-01 20:51:59,686 - testrun_e1726b98 - [INFO] - [E:154| 300]: Train Loss:0.0015238, Val MRR:0.25337, testrun_e1726b98 +2023-06-01 20:53:39,001 - testrun_e1726b98 - [INFO] - [E:154| 400]: Train Loss:0.0015246, Val MRR:0.25337, testrun_e1726b98 +2023-06-01 20:55:17,130 - testrun_e1726b98 - [INFO] - [E:154| 500]: Train Loss:0.0015246, Val MRR:0.25337, testrun_e1726b98 +2023-06-01 20:56:58,580 - testrun_e1726b98 - [INFO] - [E:154| 600]: Train Loss:0.0015263, Val MRR:0.25337, testrun_e1726b98 +2023-06-01 20:56:58,631 - testrun_e1726b98 - [INFO] - [Epoch:154]: Training Loss:0.001526 + +2023-06-01 20:56:58,966 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 20:57:17,473 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 20:57:34,123 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.3408, Head : 0.17095, Avg : 0.25588 + +2023-06-01 20:57:35,236 - testrun_e1726b98 - [INFO] - [Epoch 154]: Training Loss: 0.0015263, Valid MRR: 0.25588, + + + +2023-06-01 20:57:36,144 - testrun_e1726b98 - [INFO] - [E:155| 0]: Train Loss:0.0014454, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 20:59:17,685 - testrun_e1726b98 - [INFO] - [E:155| 100]: Train Loss:0.0015344, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:00:57,434 - testrun_e1726b98 - [INFO] - [E:155| 200]: Train Loss:0.0015254, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:02:34,744 - testrun_e1726b98 - [INFO] - [E:155| 300]: Train Loss:0.0015247, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:04:15,745 - testrun_e1726b98 - [INFO] - [E:155| 400]: Train Loss:0.0015241, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:05:51,412 - testrun_e1726b98 - [INFO] - [E:155| 500]: Train Loss:0.0015232, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:07:32,229 - testrun_e1726b98 - [INFO] - [E:155| 600]: Train Loss:0.001523, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:07:32,281 - testrun_e1726b98 - [INFO] - [Epoch:155]: Training Loss:0.001523 + +2023-06-01 21:07:32,665 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 21:07:52,436 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 21:08:11,903 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.33991, Head : 0.17108, Avg : 0.25549 + +2023-06-01 21:08:11,977 - testrun_e1726b98 - [INFO] - [Epoch 155]: Training Loss: 0.001523, Valid MRR: 0.25588, + + + +2023-06-01 21:08:13,051 - testrun_e1726b98 - [INFO] - [E:156| 0]: Train Loss:0.0014646, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:09:48,733 - testrun_e1726b98 - [INFO] - [E:156| 100]: Train Loss:0.0015237, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:11:30,527 - testrun_e1726b98 - [INFO] - [E:156| 200]: Train Loss:0.0015211, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:13:06,493 - testrun_e1726b98 - [INFO] - [E:156| 300]: Train Loss:0.0015204, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:14:48,257 - testrun_e1726b98 - [INFO] - [E:156| 400]: Train Loss:0.00152, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:16:24,489 - testrun_e1726b98 - [INFO] - [E:156| 500]: Train Loss:0.0015196, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:18:06,370 - testrun_e1726b98 - [INFO] - [E:156| 600]: Train Loss:0.0015198, Val MRR:0.25588, testrun_e1726b98 +2023-06-01 21:18:06,440 - testrun_e1726b98 - [INFO] - [Epoch:156]: Training Loss:0.00152 + +2023-06-01 21:18:06,903 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 21:18:26,865 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 21:18:46,592 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.34109, Head : 0.17283, Avg : 0.25696 + +2023-06-01 21:18:48,215 - testrun_e1726b98 - [INFO] - [Epoch 156]: Training Loss: 0.0015198, Valid MRR: 0.25696, + + + +2023-06-01 21:18:49,335 - testrun_e1726b98 - [INFO] - [E:157| 0]: Train Loss:0.0014767, Val MRR:0.25696, testrun_e1726b98 +2023-06-01 21:20:26,196 - testrun_e1726b98 - [INFO] - [E:157| 100]: Train Loss:0.0015186, Val MRR:0.25696, testrun_e1726b98 +2023-06-01 21:22:07,610 - testrun_e1726b98 - [INFO] - [E:157| 200]: Train Loss:0.0015192, Val MRR:0.25696, testrun_e1726b98 +2023-06-01 21:23:43,439 - testrun_e1726b98 - [INFO] - [E:157| 300]: Train Loss:0.001516, Val MRR:0.25696, testrun_e1726b98 +2023-06-01 21:25:25,114 - testrun_e1726b98 - [INFO] - [E:157| 400]: Train Loss:0.0015156, Val MRR:0.25696, testrun_e1726b98 +2023-06-01 21:27:04,585 - testrun_e1726b98 - [INFO] - [E:157| 500]: Train Loss:0.0015141, Val MRR:0.25696, testrun_e1726b98 +2023-06-01 21:28:42,020 - testrun_e1726b98 - [INFO] - [E:157| 600]: Train Loss:0.0015164, Val MRR:0.25696, testrun_e1726b98 +2023-06-01 21:28:42,096 - testrun_e1726b98 - [INFO] - [Epoch:157]: Training Loss:0.001516 + +2023-06-01 21:28:42,590 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 21:29:02,364 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 21:29:21,826 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.34192, Head : 0.17303, Avg : 0.25748 + +2023-06-01 21:29:22,985 - testrun_e1726b98 - [INFO] - [Epoch 157]: Training Loss: 0.0015164, Valid MRR: 0.25748, + + + +2023-06-01 21:29:24,120 - testrun_e1726b98 - [INFO] - [E:158| 0]: Train Loss:0.0014782, Val MRR:0.25748, testrun_e1726b98 +2023-06-01 21:31:00,784 - testrun_e1726b98 - [INFO] - [E:158| 100]: Train Loss:0.0015235, Val MRR:0.25748, testrun_e1726b98 +2023-06-01 21:32:41,775 - testrun_e1726b98 - [INFO] - [E:158| 200]: Train Loss:0.0015154, Val MRR:0.25748, testrun_e1726b98 +2023-06-01 21:34:22,193 - testrun_e1726b98 - [INFO] - [E:158| 300]: Train Loss:0.0015142, Val MRR:0.25748, testrun_e1726b98 +2023-06-01 21:35:59,379 - testrun_e1726b98 - [INFO] - [E:158| 400]: Train Loss:0.0015152, Val MRR:0.25748, testrun_e1726b98 +2023-06-01 21:37:41,262 - testrun_e1726b98 - [INFO] - [E:158| 500]: Train Loss:0.0015136, Val MRR:0.25748, testrun_e1726b98 +2023-06-01 21:39:16,943 - testrun_e1726b98 - [INFO] - [E:158| 600]: Train Loss:0.0015126, Val MRR:0.25748, testrun_e1726b98 +2023-06-01 21:39:17,002 - testrun_e1726b98 - [INFO] - [Epoch:158]: Training Loss:0.001513 + +2023-06-01 21:39:17,377 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 21:39:37,239 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 21:39:56,779 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.34288, Head : 0.17495, Avg : 0.25892 + +2023-06-01 21:39:57,953 - testrun_e1726b98 - [INFO] - [Epoch 158]: Training Loss: 0.0015126, Valid MRR: 0.25892, + + + +2023-06-01 21:39:58,994 - testrun_e1726b98 - [INFO] - [E:159| 0]: Train Loss:0.0015035, Val MRR:0.25892, testrun_e1726b98 +2023-06-01 21:41:40,187 - testrun_e1726b98 - [INFO] - [E:159| 100]: Train Loss:0.0015079, Val MRR:0.25892, testrun_e1726b98 +2023-06-01 21:43:16,342 - testrun_e1726b98 - [INFO] - [E:159| 200]: Train Loss:0.0015097, Val MRR:0.25892, testrun_e1726b98 +2023-06-01 21:44:58,266 - testrun_e1726b98 - [INFO] - [E:159| 300]: Train Loss:0.0015111, Val MRR:0.25892, testrun_e1726b98 +2023-06-01 21:46:34,552 - testrun_e1726b98 - [INFO] - [E:159| 400]: Train Loss:0.0015107, Val MRR:0.25892, testrun_e1726b98 +2023-06-01 21:48:15,677 - testrun_e1726b98 - [INFO] - [E:159| 500]: Train Loss:0.0015095, Val MRR:0.25892, testrun_e1726b98 +2023-06-01 21:49:50,758 - testrun_e1726b98 - [INFO] - [E:159| 600]: Train Loss:0.0015091, Val MRR:0.25892, testrun_e1726b98 +2023-06-01 21:49:50,829 - testrun_e1726b98 - [INFO] - [Epoch:159]: Training Loss:0.001509 + +2023-06-01 21:49:51,265 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 21:50:11,050 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 21:50:30,554 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.34483, Head : 0.17607, Avg : 0.26045 + MR: Tail : 119.15, Head : 607.84, Avg : 363.5 + Hit-1: Tail : 0.24104, Head : 0.13129, Avg : 0.18616 + Hit-3: Tail : 0.39414, Head : 0.1713, Avg : 0.28272 + Hit-10: Tail : 0.53793, Head : 0.26938, Avg : 0.40365 +2023-06-01 21:50:31,797 - testrun_e1726b98 - [INFO] - [Epoch 159]: Training Loss: 0.0015091, Valid MRR: 0.26045, + + + +2023-06-01 21:50:32,937 - testrun_e1726b98 - [INFO] - [E:160| 0]: Train Loss:0.001618, Val MRR:0.26045, testrun_e1726b98 +2023-06-01 21:52:14,231 - testrun_e1726b98 - [INFO] - [E:160| 100]: Train Loss:0.0015152, Val MRR:0.26045, testrun_e1726b98 +2023-06-01 21:53:50,345 - testrun_e1726b98 - [INFO] - [E:160| 200]: Train Loss:0.0015131, Val MRR:0.26045, testrun_e1726b98 +2023-06-01 21:55:31,917 - testrun_e1726b98 - [INFO] - [E:160| 300]: Train Loss:0.001509, Val MRR:0.26045, testrun_e1726b98 +2023-06-01 21:57:08,068 - testrun_e1726b98 - [INFO] - [E:160| 400]: Train Loss:0.0015081, Val MRR:0.26045, testrun_e1726b98 +2023-06-01 21:58:50,422 - testrun_e1726b98 - [INFO] - [E:160| 500]: Train Loss:0.0015061, Val MRR:0.26045, testrun_e1726b98 +2023-06-01 22:00:29,472 - testrun_e1726b98 - [INFO] - [E:160| 600]: Train Loss:0.0015056, Val MRR:0.26045, testrun_e1726b98 +2023-06-01 22:00:29,545 - testrun_e1726b98 - [INFO] - [Epoch:160]: Training Loss:0.001506 + +2023-06-01 22:00:29,887 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 22:00:47,525 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 22:01:07,163 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.35136, Head : 0.1763, Avg : 0.26383 + +2023-06-01 22:01:08,349 - testrun_e1726b98 - [INFO] - [Epoch 160]: Training Loss: 0.0015056, Valid MRR: 0.26383, + + + +2023-06-01 22:01:09,422 - testrun_e1726b98 - [INFO] - [E:161| 0]: Train Loss:0.0015156, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:02:50,888 - testrun_e1726b98 - [INFO] - [E:161| 100]: Train Loss:0.0014993, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:04:26,973 - testrun_e1726b98 - [INFO] - [E:161| 200]: Train Loss:0.0015017, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:06:08,228 - testrun_e1726b98 - [INFO] - [E:161| 300]: Train Loss:0.0015025, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:07:47,987 - testrun_e1726b98 - [INFO] - [E:161| 400]: Train Loss:0.0015026, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:09:26,162 - testrun_e1726b98 - [INFO] - [E:161| 500]: Train Loss:0.0015032, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:11:06,846 - testrun_e1726b98 - [INFO] - [E:161| 600]: Train Loss:0.0015018, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:11:06,898 - testrun_e1726b98 - [INFO] - [Epoch:161]: Training Loss:0.001502 + +2023-06-01 22:11:07,294 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 22:11:26,071 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 22:11:42,662 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.3489, Head : 0.17562, Avg : 0.26226 + +2023-06-01 22:11:42,744 - testrun_e1726b98 - [INFO] - [Epoch 161]: Training Loss: 0.0015018, Valid MRR: 0.26383, + + + +2023-06-01 22:11:43,712 - testrun_e1726b98 - [INFO] - [E:162| 0]: Train Loss:0.0015158, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:13:24,315 - testrun_e1726b98 - [INFO] - [E:162| 100]: Train Loss:0.001497, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:15:05,274 - testrun_e1726b98 - [INFO] - [E:162| 200]: Train Loss:0.0014966, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:16:41,656 - testrun_e1726b98 - [INFO] - [E:162| 300]: Train Loss:0.0014954, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:18:22,836 - testrun_e1726b98 - [INFO] - [E:162| 400]: Train Loss:0.0014956, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:19:59,268 - testrun_e1726b98 - [INFO] - [E:162| 500]: Train Loss:0.0014968, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:21:40,413 - testrun_e1726b98 - [INFO] - [E:162| 600]: Train Loss:0.0014986, Val MRR:0.26383, testrun_e1726b98 +2023-06-01 22:21:40,465 - testrun_e1726b98 - [INFO] - [Epoch:162]: Training Loss:0.001499 + +2023-06-01 22:21:40,851 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 22:22:00,726 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 22:22:20,229 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.35075, Head : 0.17839, Avg : 0.26457 + +2023-06-01 22:22:21,351 - testrun_e1726b98 - [INFO] - [Epoch 162]: Training Loss: 0.0014986, Valid MRR: 0.26457, + + + +2023-06-01 22:22:22,386 - testrun_e1726b98 - [INFO] - [E:163| 0]: Train Loss:0.0015625, Val MRR:0.26457, testrun_e1726b98 +2023-06-01 22:23:58,620 - testrun_e1726b98 - [INFO] - [E:163| 100]: Train Loss:0.0015015, Val MRR:0.26457, testrun_e1726b98 +2023-06-01 22:25:40,162 - testrun_e1726b98 - [INFO] - [E:163| 200]: Train Loss:0.0014979, Val MRR:0.26457, testrun_e1726b98 +2023-06-01 22:27:16,222 - testrun_e1726b98 - [INFO] - [E:163| 300]: Train Loss:0.0014924, Val MRR:0.26457, testrun_e1726b98 +2023-06-01 22:28:57,787 - testrun_e1726b98 - [INFO] - [E:163| 400]: Train Loss:0.0014953, Val MRR:0.26457, testrun_e1726b98 +2023-06-01 22:30:33,709 - testrun_e1726b98 - [INFO] - [E:163| 500]: Train Loss:0.0014938, Val MRR:0.26457, testrun_e1726b98 +2023-06-01 22:32:14,748 - testrun_e1726b98 - [INFO] - [E:163| 600]: Train Loss:0.0014952, Val MRR:0.26457, testrun_e1726b98 +2023-06-01 22:32:14,800 - testrun_e1726b98 - [INFO] - [Epoch:163]: Training Loss:0.001495 + +2023-06-01 22:32:15,206 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 22:32:35,063 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 22:32:54,663 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.35194, Head : 0.18127, Avg : 0.26661 + +2023-06-01 22:32:55,809 - testrun_e1726b98 - [INFO] - [Epoch 163]: Training Loss: 0.0014952, Valid MRR: 0.26661, + + + +2023-06-01 22:32:56,954 - testrun_e1726b98 - [INFO] - [E:164| 0]: Train Loss:0.0016199, Val MRR:0.26661, testrun_e1726b98 +2023-06-01 22:34:33,351 - testrun_e1726b98 - [INFO] - [E:164| 100]: Train Loss:0.001498, Val MRR:0.26661, testrun_e1726b98 +2023-06-01 22:36:14,431 - testrun_e1726b98 - [INFO] - [E:164| 200]: Train Loss:0.0015002, Val MRR:0.26661, testrun_e1726b98 +2023-06-01 22:37:50,122 - testrun_e1726b98 - [INFO] - [E:164| 300]: Train Loss:0.0014972, Val MRR:0.26661, testrun_e1726b98 +2023-06-01 22:39:32,670 - testrun_e1726b98 - [INFO] - [E:164| 400]: Train Loss:0.0014929, Val MRR:0.26661, testrun_e1726b98 +2023-06-01 22:41:12,393 - testrun_e1726b98 - [INFO] - [E:164| 500]: Train Loss:0.0014923, Val MRR:0.26661, testrun_e1726b98 +2023-06-01 22:42:50,340 - testrun_e1726b98 - [INFO] - [E:164| 600]: Train Loss:0.0014921, Val MRR:0.26661, testrun_e1726b98 +2023-06-01 22:42:50,425 - testrun_e1726b98 - [INFO] - [Epoch:164]: Training Loss:0.001492 + +2023-06-01 22:42:50,821 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 22:43:10,714 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 22:43:30,260 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.35489, Head : 0.18002, Avg : 0.26746 + +2023-06-01 22:43:31,367 - testrun_e1726b98 - [INFO] - [Epoch 164]: Training Loss: 0.0014921, Valid MRR: 0.26746, + + + +2023-06-01 22:43:32,389 - testrun_e1726b98 - [INFO] - [E:165| 0]: Train Loss:0.0015457, Val MRR:0.26746, testrun_e1726b98 +2023-06-01 22:45:09,085 - testrun_e1726b98 - [INFO] - [E:165| 100]: Train Loss:0.0014944, Val MRR:0.26746, testrun_e1726b98 +2023-06-01 22:46:51,171 - testrun_e1726b98 - [INFO] - [E:165| 200]: Train Loss:0.0014935, Val MRR:0.26746, testrun_e1726b98 +2023-06-01 22:48:31,334 - testrun_e1726b98 - [INFO] - [E:165| 300]: Train Loss:0.0014892, Val MRR:0.26746, testrun_e1726b98 +2023-06-01 22:50:09,372 - testrun_e1726b98 - [INFO] - [E:165| 400]: Train Loss:0.0014891, Val MRR:0.26746, testrun_e1726b98 +2023-06-01 22:51:51,418 - testrun_e1726b98 - [INFO] - [E:165| 500]: Train Loss:0.0014882, Val MRR:0.26746, testrun_e1726b98 +2023-06-01 22:53:26,677 - testrun_e1726b98 - [INFO] - [E:165| 600]: Train Loss:0.0014887, Val MRR:0.26746, testrun_e1726b98 +2023-06-01 22:53:26,749 - testrun_e1726b98 - [INFO] - [Epoch:165]: Training Loss:0.001489 + +2023-06-01 22:53:27,118 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 22:53:46,949 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 22:54:06,452 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.35323, Head : 0.18388, Avg : 0.26855 + +2023-06-01 22:54:07,545 - testrun_e1726b98 - [INFO] - [Epoch 165]: Training Loss: 0.0014887, Valid MRR: 0.26855, + + + +2023-06-01 22:54:08,636 - testrun_e1726b98 - [INFO] - [E:166| 0]: Train Loss:0.001484, Val MRR:0.26855, testrun_e1726b98 +2023-06-01 22:55:49,911 - testrun_e1726b98 - [INFO] - [E:166| 100]: Train Loss:0.0014834, Val MRR:0.26855, testrun_e1726b98 +2023-06-01 22:57:26,430 - testrun_e1726b98 - [INFO] - [E:166| 200]: Train Loss:0.0014832, Val MRR:0.26855, testrun_e1726b98 +2023-06-01 22:59:07,704 - testrun_e1726b98 - [INFO] - [E:166| 300]: Train Loss:0.0014858, Val MRR:0.26855, testrun_e1726b98 +2023-06-01 23:00:43,585 - testrun_e1726b98 - [INFO] - [E:166| 400]: Train Loss:0.001485, Val MRR:0.26855, testrun_e1726b98 +2023-06-01 23:02:25,025 - testrun_e1726b98 - [INFO] - [E:166| 500]: Train Loss:0.0014859, Val MRR:0.26855, testrun_e1726b98 +2023-06-01 23:04:00,186 - testrun_e1726b98 - [INFO] - [E:166| 600]: Train Loss:0.0014851, Val MRR:0.26855, testrun_e1726b98 +2023-06-01 23:04:00,258 - testrun_e1726b98 - [INFO] - [Epoch:166]: Training Loss:0.001485 + +2023-06-01 23:04:00,635 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 23:04:20,497 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 23:04:39,993 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.35453, Head : 0.18377, Avg : 0.26915 + +2023-06-01 23:04:41,386 - testrun_e1726b98 - [INFO] - [Epoch 166]: Training Loss: 0.0014851, Valid MRR: 0.26915, + + + +2023-06-01 23:04:42,567 - testrun_e1726b98 - [INFO] - [E:167| 0]: Train Loss:0.0015066, Val MRR:0.26915, testrun_e1726b98 +2023-06-01 23:06:24,241 - testrun_e1726b98 - [INFO] - [E:167| 100]: Train Loss:0.0014854, Val MRR:0.26915, testrun_e1726b98 +2023-06-01 23:07:59,967 - testrun_e1726b98 - [INFO] - [E:167| 200]: Train Loss:0.0014868, Val MRR:0.26915, testrun_e1726b98 +2023-06-01 23:09:41,521 - testrun_e1726b98 - [INFO] - [E:167| 300]: Train Loss:0.0014842, Val MRR:0.26915, testrun_e1726b98 +2023-06-01 23:11:17,529 - testrun_e1726b98 - [INFO] - [E:167| 400]: Train Loss:0.0014832, Val MRR:0.26915, testrun_e1726b98 +2023-06-01 23:12:58,679 - testrun_e1726b98 - [INFO] - [E:167| 500]: Train Loss:0.0014831, Val MRR:0.26915, testrun_e1726b98 +2023-06-01 23:14:37,417 - testrun_e1726b98 - [INFO] - [E:167| 600]: Train Loss:0.0014825, Val MRR:0.26915, testrun_e1726b98 +2023-06-01 23:14:37,478 - testrun_e1726b98 - [INFO] - [Epoch:167]: Training Loss:0.001482 + +2023-06-01 23:14:37,826 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 23:14:54,642 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 23:15:14,231 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.3562, Head : 0.18346, Avg : 0.26983 + +2023-06-01 23:15:15,570 - testrun_e1726b98 - [INFO] - [Epoch 167]: Training Loss: 0.0014825, Valid MRR: 0.26983, + + + +2023-06-01 23:15:16,730 - testrun_e1726b98 - [INFO] - [E:168| 0]: Train Loss:0.0014871, Val MRR:0.26983, testrun_e1726b98 +2023-06-01 23:16:58,026 - testrun_e1726b98 - [INFO] - [E:168| 100]: Train Loss:0.0014817, Val MRR:0.26983, testrun_e1726b98 +2023-06-01 23:18:34,233 - testrun_e1726b98 - [INFO] - [E:168| 200]: Train Loss:0.0014816, Val MRR:0.26983, testrun_e1726b98 +2023-06-01 23:20:16,827 - testrun_e1726b98 - [INFO] - [E:168| 300]: Train Loss:0.0014803, Val MRR:0.26983, testrun_e1726b98 +2023-06-01 23:21:57,336 - testrun_e1726b98 - [INFO] - [E:168| 400]: Train Loss:0.0014806, Val MRR:0.26983, testrun_e1726b98 +2023-06-01 23:23:35,696 - testrun_e1726b98 - [INFO] - [E:168| 500]: Train Loss:0.0014796, Val MRR:0.26983, testrun_e1726b98 +2023-06-01 23:25:16,730 - testrun_e1726b98 - [INFO] - [E:168| 600]: Train Loss:0.0014785, Val MRR:0.26983, testrun_e1726b98 +2023-06-01 23:25:16,781 - testrun_e1726b98 - [INFO] - [Epoch:168]: Training Loss:0.001479 + +2023-06-01 23:25:17,179 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 23:25:35,476 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 23:25:52,019 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.35887, Head : 0.18555, Avg : 0.27221 + +2023-06-01 23:25:53,306 - testrun_e1726b98 - [INFO] - [Epoch 168]: Training Loss: 0.0014785, Valid MRR: 0.27221, + + + +2023-06-01 23:25:54,327 - testrun_e1726b98 - [INFO] - [E:169| 0]: Train Loss:0.0014151, Val MRR:0.27221, testrun_e1726b98 +2023-06-01 23:27:35,917 - testrun_e1726b98 - [INFO] - [E:169| 100]: Train Loss:0.0014758, Val MRR:0.27221, testrun_e1726b98 +2023-06-01 23:29:15,666 - testrun_e1726b98 - [INFO] - [E:169| 200]: Train Loss:0.0014781, Val MRR:0.27221, testrun_e1726b98 +2023-06-01 23:30:53,451 - testrun_e1726b98 - [INFO] - [E:169| 300]: Train Loss:0.0014744, Val MRR:0.27221, testrun_e1726b98 +2023-06-01 23:32:34,601 - testrun_e1726b98 - [INFO] - [E:169| 400]: Train Loss:0.0014747, Val MRR:0.27221, testrun_e1726b98 +2023-06-01 23:34:10,248 - testrun_e1726b98 - [INFO] - [E:169| 500]: Train Loss:0.0014755, Val MRR:0.27221, testrun_e1726b98 +2023-06-01 23:35:50,797 - testrun_e1726b98 - [INFO] - [E:169| 600]: Train Loss:0.0014756, Val MRR:0.27221, testrun_e1726b98 +2023-06-01 23:35:50,848 - testrun_e1726b98 - [INFO] - [Epoch:169]: Training Loss:0.001476 + +2023-06-01 23:35:51,177 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 23:36:10,816 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 23:36:30,208 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.36111, Head : 0.18611, Avg : 0.27361 + MR: Tail : 110.91, Head : 606.52, Avg : 358.72 + Hit-1: Tail : 0.2566, Head : 0.13851, Avg : 0.19755 + Hit-3: Tail : 0.40997, Head : 0.18727, Avg : 0.29862 + Hit-10: Tail : 0.5546, Head : 0.2798, Avg : 0.4172 +2023-06-01 23:36:31,394 - testrun_e1726b98 - [INFO] - [Epoch 169]: Training Loss: 0.0014756, Valid MRR: 0.27361, + + + +2023-06-01 23:36:32,317 - testrun_e1726b98 - [INFO] - [E:170| 0]: Train Loss:0.0014639, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:38:08,742 - testrun_e1726b98 - [INFO] - [E:170| 100]: Train Loss:0.00147, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:39:50,217 - testrun_e1726b98 - [INFO] - [E:170| 200]: Train Loss:0.0014726, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:41:26,213 - testrun_e1726b98 - [INFO] - [E:170| 300]: Train Loss:0.0014718, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:43:07,737 - testrun_e1726b98 - [INFO] - [E:170| 400]: Train Loss:0.001472, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:44:43,765 - testrun_e1726b98 - [INFO] - [E:170| 500]: Train Loss:0.0014721, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:46:24,519 - testrun_e1726b98 - [INFO] - [E:170| 600]: Train Loss:0.0014729, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:46:24,574 - testrun_e1726b98 - [INFO] - [Epoch:170]: Training Loss:0.001473 + +2023-06-01 23:46:24,949 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 23:46:44,717 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 23:47:04,029 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.35331, Head : 0.1868, Avg : 0.27005 + +2023-06-01 23:47:04,081 - testrun_e1726b98 - [INFO] - [Epoch 170]: Training Loss: 0.0014729, Valid MRR: 0.27361, + + + +2023-06-01 23:47:05,111 - testrun_e1726b98 - [INFO] - [E:171| 0]: Train Loss:0.0014235, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:48:41,228 - testrun_e1726b98 - [INFO] - [E:171| 100]: Train Loss:0.0014741, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:50:23,021 - testrun_e1726b98 - [INFO] - [E:171| 200]: Train Loss:0.0014733, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:51:59,140 - testrun_e1726b98 - [INFO] - [E:171| 300]: Train Loss:0.001472, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:53:40,597 - testrun_e1726b98 - [INFO] - [E:171| 400]: Train Loss:0.0014705, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:55:19,742 - testrun_e1726b98 - [INFO] - [E:171| 500]: Train Loss:0.0014703, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:56:57,371 - testrun_e1726b98 - [INFO] - [E:171| 600]: Train Loss:0.0014703, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:56:57,423 - testrun_e1726b98 - [INFO] - [Epoch:171]: Training Loss:0.00147 + +2023-06-01 23:56:57,820 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-01 23:57:17,539 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-01 23:57:37,006 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.35796, Head : 0.18865, Avg : 0.2733 + +2023-06-01 23:57:37,058 - testrun_e1726b98 - [INFO] - [Epoch 171]: Training Loss: 0.0014703, Valid MRR: 0.27361, + + + +2023-06-01 23:57:38,173 - testrun_e1726b98 - [INFO] - [E:172| 0]: Train Loss:0.0013909, Val MRR:0.27361, testrun_e1726b98 +2023-06-01 23:59:15,122 - testrun_e1726b98 - [INFO] - [E:172| 100]: Train Loss:0.0014659, Val MRR:0.27361, testrun_e1726b98 +2023-06-02 00:00:55,903 - testrun_e1726b98 - [INFO] - [E:172| 200]: Train Loss:0.0014664, Val MRR:0.27361, testrun_e1726b98 +2023-06-02 00:02:36,539 - testrun_e1726b98 - [INFO] - [E:172| 300]: Train Loss:0.0014642, Val MRR:0.27361, testrun_e1726b98 +2023-06-02 00:04:13,478 - testrun_e1726b98 - [INFO] - [E:172| 400]: Train Loss:0.0014649, Val MRR:0.27361, testrun_e1726b98 +2023-06-02 00:05:55,028 - testrun_e1726b98 - [INFO] - [E:172| 500]: Train Loss:0.0014655, Val MRR:0.27361, testrun_e1726b98 +2023-06-02 00:07:30,288 - testrun_e1726b98 - [INFO] - [E:172| 600]: Train Loss:0.001466, Val MRR:0.27361, testrun_e1726b98 +2023-06-02 00:07:30,339 - testrun_e1726b98 - [INFO] - [Epoch:172]: Training Loss:0.001466 + +2023-06-02 00:07:30,738 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 00:07:50,488 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 00:08:09,886 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.3604, Head : 0.19079, Avg : 0.27559 + +2023-06-02 00:08:11,048 - testrun_e1726b98 - [INFO] - [Epoch 172]: Training Loss: 0.001466, Valid MRR: 0.27559, + + + +2023-06-02 00:08:12,147 - testrun_e1726b98 - [INFO] - [E:173| 0]: Train Loss:0.001492, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:09:53,777 - testrun_e1726b98 - [INFO] - [E:173| 100]: Train Loss:0.001462, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:11:29,898 - testrun_e1726b98 - [INFO] - [E:173| 200]: Train Loss:0.0014653, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:13:11,684 - testrun_e1726b98 - [INFO] - [E:173| 300]: Train Loss:0.0014612, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:14:47,728 - testrun_e1726b98 - [INFO] - [E:173| 400]: Train Loss:0.0014621, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:16:29,249 - testrun_e1726b98 - [INFO] - [E:173| 500]: Train Loss:0.0014615, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:18:04,464 - testrun_e1726b98 - [INFO] - [E:173| 600]: Train Loss:0.001463, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:18:04,515 - testrun_e1726b98 - [INFO] - [Epoch:173]: Training Loss:0.001463 + +2023-06-02 00:18:04,909 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 00:18:24,588 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 00:18:43,953 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.35895, Head : 0.18917, Avg : 0.27406 + +2023-06-02 00:18:44,003 - testrun_e1726b98 - [INFO] - [Epoch 173]: Training Loss: 0.001463, Valid MRR: 0.27559, + + + +2023-06-02 00:18:45,060 - testrun_e1726b98 - [INFO] - [E:174| 0]: Train Loss:0.0014177, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:20:26,442 - testrun_e1726b98 - [INFO] - [E:174| 100]: Train Loss:0.0014641, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:22:02,297 - testrun_e1726b98 - [INFO] - [E:174| 200]: Train Loss:0.0014601, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:23:43,532 - testrun_e1726b98 - [INFO] - [E:174| 300]: Train Loss:0.0014607, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:25:19,819 - testrun_e1726b98 - [INFO] - [E:174| 400]: Train Loss:0.0014611, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:27:01,202 - testrun_e1726b98 - [INFO] - [E:174| 500]: Train Loss:0.0014598, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:28:40,736 - testrun_e1726b98 - [INFO] - [E:174| 600]: Train Loss:0.0014601, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:28:40,788 - testrun_e1726b98 - [INFO] - [Epoch:174]: Training Loss:0.00146 + +2023-06-02 00:28:41,144 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 00:28:57,957 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 00:29:16,423 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.35549, Head : 0.19337, Avg : 0.27443 + +2023-06-02 00:29:16,474 - testrun_e1726b98 - [INFO] - [Epoch 174]: Training Loss: 0.0014601, Valid MRR: 0.27559, + + + +2023-06-02 00:29:17,502 - testrun_e1726b98 - [INFO] - [E:175| 0]: Train Loss:0.0014581, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:30:58,985 - testrun_e1726b98 - [INFO] - [E:175| 100]: Train Loss:0.0014595, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:32:36,771 - testrun_e1726b98 - [INFO] - [E:175| 200]: Train Loss:0.0014574, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:34:16,461 - testrun_e1726b98 - [INFO] - [E:175| 300]: Train Loss:0.0014568, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:35:57,787 - testrun_e1726b98 - [INFO] - [E:175| 400]: Train Loss:0.0014568, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:37:33,792 - testrun_e1726b98 - [INFO] - [E:175| 500]: Train Loss:0.0014554, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:39:14,573 - testrun_e1726b98 - [INFO] - [E:175| 600]: Train Loss:0.0014566, Val MRR:0.27559, testrun_e1726b98 +2023-06-02 00:39:14,638 - testrun_e1726b98 - [INFO] - [Epoch:175]: Training Loss:0.001457 + +2023-06-02 00:39:15,010 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 00:39:34,682 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 00:39:52,341 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.36546, Head : 0.19252, Avg : 0.27899 + +2023-06-02 00:39:53,350 - testrun_e1726b98 - [INFO] - [Epoch 175]: Training Loss: 0.0014566, Valid MRR: 0.27899, + + + +2023-06-02 00:39:54,250 - testrun_e1726b98 - [INFO] - [E:176| 0]: Train Loss:0.0014464, Val MRR:0.27899, testrun_e1726b98 +2023-06-02 00:41:33,263 - testrun_e1726b98 - [INFO] - [E:176| 100]: Train Loss:0.0014539, Val MRR:0.27899, testrun_e1726b98 +2023-06-02 00:43:14,822 - testrun_e1726b98 - [INFO] - [E:176| 200]: Train Loss:0.0014546, Val MRR:0.27899, testrun_e1726b98 +2023-06-02 00:44:50,864 - testrun_e1726b98 - [INFO] - [E:176| 300]: Train Loss:0.0014528, Val MRR:0.27899, testrun_e1726b98 +2023-06-02 00:46:32,335 - testrun_e1726b98 - [INFO] - [E:176| 400]: Train Loss:0.0014542, Val MRR:0.27899, testrun_e1726b98 +2023-06-02 00:48:08,287 - testrun_e1726b98 - [INFO] - [E:176| 500]: Train Loss:0.0014546, Val MRR:0.27899, testrun_e1726b98 +2023-06-02 00:49:49,205 - testrun_e1726b98 - [INFO] - [E:176| 600]: Train Loss:0.001454, Val MRR:0.27899, testrun_e1726b98 +2023-06-02 00:49:49,267 - testrun_e1726b98 - [INFO] - [Epoch:176]: Training Loss:0.001454 + +2023-06-02 00:49:49,702 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 00:50:09,382 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 00:50:28,773 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.36349, Head : 0.19487, Avg : 0.27918 + +2023-06-02 00:50:29,784 - testrun_e1726b98 - [INFO] - [Epoch 176]: Training Loss: 0.001454, Valid MRR: 0.27918, + + + +2023-06-02 00:50:30,887 - testrun_e1726b98 - [INFO] - [E:177| 0]: Train Loss:0.0014139, Val MRR:0.27918, testrun_e1726b98 +2023-06-02 00:52:07,112 - testrun_e1726b98 - [INFO] - [E:177| 100]: Train Loss:0.001447, Val MRR:0.27918, testrun_e1726b98 +2023-06-02 00:53:48,707 - testrun_e1726b98 - [INFO] - [E:177| 200]: Train Loss:0.0014492, Val MRR:0.27918, testrun_e1726b98 +2023-06-02 00:55:24,713 - testrun_e1726b98 - [INFO] - [E:177| 300]: Train Loss:0.0014491, Val MRR:0.27918, testrun_e1726b98 +2023-06-02 00:57:06,173 - testrun_e1726b98 - [INFO] - [E:177| 400]: Train Loss:0.001452, Val MRR:0.27918, testrun_e1726b98 +2023-06-02 00:58:42,511 - testrun_e1726b98 - [INFO] - [E:177| 500]: Train Loss:0.0014523, Val MRR:0.27918, testrun_e1726b98 +2023-06-02 01:00:23,262 - testrun_e1726b98 - [INFO] - [E:177| 600]: Train Loss:0.0014517, Val MRR:0.27918, testrun_e1726b98 +2023-06-02 01:00:23,314 - testrun_e1726b98 - [INFO] - [Epoch:177]: Training Loss:0.001452 + +2023-06-02 01:00:23,650 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 01:00:43,471 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 01:01:02,943 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.37014, Head : 0.19411, Avg : 0.28213 + +2023-06-02 01:01:03,953 - testrun_e1726b98 - [INFO] - [Epoch 177]: Training Loss: 0.0014517, Valid MRR: 0.28213, + + + +2023-06-02 01:01:05,100 - testrun_e1726b98 - [INFO] - [E:178| 0]: Train Loss:0.001462, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:02:41,333 - testrun_e1726b98 - [INFO] - [E:178| 100]: Train Loss:0.0014596, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:04:22,929 - testrun_e1726b98 - [INFO] - [E:178| 200]: Train Loss:0.0014534, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:06:00,208 - testrun_e1726b98 - [INFO] - [E:178| 300]: Train Loss:0.0014514, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:07:40,337 - testrun_e1726b98 - [INFO] - [E:178| 400]: Train Loss:0.0014505, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:09:21,672 - testrun_e1726b98 - [INFO] - [E:178| 500]: Train Loss:0.0014475, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:10:57,026 - testrun_e1726b98 - [INFO] - [E:178| 600]: Train Loss:0.0014476, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:10:57,076 - testrun_e1726b98 - [INFO] - [Epoch:178]: Training Loss:0.001448 + +2023-06-02 01:10:57,430 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 01:11:17,119 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 01:11:36,548 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.36719, Head : 0.19682, Avg : 0.28201 + +2023-06-02 01:11:36,598 - testrun_e1726b98 - [INFO] - [Epoch 178]: Training Loss: 0.0014476, Valid MRR: 0.28213, + + + +2023-06-02 01:11:37,638 - testrun_e1726b98 - [INFO] - [E:179| 0]: Train Loss:0.0014052, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:13:16,977 - testrun_e1726b98 - [INFO] - [E:179| 100]: Train Loss:0.0014486, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:14:55,076 - testrun_e1726b98 - [INFO] - [E:179| 200]: Train Loss:0.0014459, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:16:36,534 - testrun_e1726b98 - [INFO] - [E:179| 300]: Train Loss:0.0014444, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:18:12,542 - testrun_e1726b98 - [INFO] - [E:179| 400]: Train Loss:0.0014431, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:19:53,911 - testrun_e1726b98 - [INFO] - [E:179| 500]: Train Loss:0.0014449, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:21:29,262 - testrun_e1726b98 - [INFO] - [E:179| 600]: Train Loss:0.0014452, Val MRR:0.28213, testrun_e1726b98 +2023-06-02 01:21:29,346 - testrun_e1726b98 - [INFO] - [Epoch:179]: Training Loss:0.001445 + +2023-06-02 01:21:29,716 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 01:21:49,463 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 01:22:08,830 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.36668, Head : 0.19846, Avg : 0.28257 + MR: Tail : 110.74, Head : 598.96, Avg : 354.85 + Hit-1: Tail : 0.25715, Head : 0.15101, Avg : 0.20408 + Hit-3: Tail : 0.42609, Head : 0.19769, Avg : 0.31189 + Hit-10: Tail : 0.56363, Head : 0.29355, Avg : 0.42859 +2023-06-02 01:22:09,903 - testrun_e1726b98 - [INFO] - [Epoch 179]: Training Loss: 0.0014452, Valid MRR: 0.28257, + + + +2023-06-02 01:22:10,961 - testrun_e1726b98 - [INFO] - [E:180| 0]: Train Loss:0.0013824, Val MRR:0.28257, testrun_e1726b98 +2023-06-02 01:23:52,822 - testrun_e1726b98 - [INFO] - [E:180| 100]: Train Loss:0.0014532, Val MRR:0.28257, testrun_e1726b98 +2023-06-02 01:25:28,867 - testrun_e1726b98 - [INFO] - [E:180| 200]: Train Loss:0.0014454, Val MRR:0.28257, testrun_e1726b98 +2023-06-02 01:27:10,258 - testrun_e1726b98 - [INFO] - [E:180| 300]: Train Loss:0.0014456, Val MRR:0.28257, testrun_e1726b98 +2023-06-02 01:28:46,085 - testrun_e1726b98 - [INFO] - [E:180| 400]: Train Loss:0.0014446, Val MRR:0.28257, testrun_e1726b98 +2023-06-02 01:30:27,506 - testrun_e1726b98 - [INFO] - [E:180| 500]: Train Loss:0.0014437, Val MRR:0.28257, testrun_e1726b98 +2023-06-02 01:32:04,743 - testrun_e1726b98 - [INFO] - [E:180| 600]: Train Loss:0.0014434, Val MRR:0.28257, testrun_e1726b98 +2023-06-02 01:32:04,793 - testrun_e1726b98 - [INFO] - [Epoch:180]: Training Loss:0.001443 + +2023-06-02 01:32:05,148 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 01:32:23,188 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 01:32:42,659 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.37274, Head : 0.19722, Avg : 0.28498 + +2023-06-02 01:32:43,756 - testrun_e1726b98 - [INFO] - [Epoch 180]: Training Loss: 0.0014434, Valid MRR: 0.28498, + + + +2023-06-02 01:32:44,836 - testrun_e1726b98 - [INFO] - [E:181| 0]: Train Loss:0.0014317, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:34:26,234 - testrun_e1726b98 - [INFO] - [E:181| 100]: Train Loss:0.0014383, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:36:02,114 - testrun_e1726b98 - [INFO] - [E:181| 200]: Train Loss:0.0014417, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:37:43,387 - testrun_e1726b98 - [INFO] - [E:181| 300]: Train Loss:0.0014402, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:39:22,623 - testrun_e1726b98 - [INFO] - [E:181| 400]: Train Loss:0.0014396, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:41:01,021 - testrun_e1726b98 - [INFO] - [E:181| 500]: Train Loss:0.0014404, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:42:41,855 - testrun_e1726b98 - [INFO] - [E:181| 600]: Train Loss:0.0014386, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:42:41,917 - testrun_e1726b98 - [INFO] - [Epoch:181]: Training Loss:0.001439 + +2023-06-02 01:42:42,387 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 01:43:00,869 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 01:43:17,471 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.37141, Head : 0.19777, Avg : 0.28459 + +2023-06-02 01:43:17,522 - testrun_e1726b98 - [INFO] - [Epoch 181]: Training Loss: 0.0014386, Valid MRR: 0.28498, + + + +2023-06-02 01:43:18,453 - testrun_e1726b98 - [INFO] - [E:182| 0]: Train Loss:0.0015738, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:44:59,289 - testrun_e1726b98 - [INFO] - [E:182| 100]: Train Loss:0.0014404, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:46:40,128 - testrun_e1726b98 - [INFO] - [E:182| 200]: Train Loss:0.0014379, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:48:17,116 - testrun_e1726b98 - [INFO] - [E:182| 300]: Train Loss:0.001437, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:49:58,917 - testrun_e1726b98 - [INFO] - [E:182| 400]: Train Loss:0.001437, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:51:34,938 - testrun_e1726b98 - [INFO] - [E:182| 500]: Train Loss:0.0014369, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:53:15,714 - testrun_e1726b98 - [INFO] - [E:182| 600]: Train Loss:0.0014362, Val MRR:0.28498, testrun_e1726b98 +2023-06-02 01:53:15,766 - testrun_e1726b98 - [INFO] - [Epoch:182]: Training Loss:0.001436 + +2023-06-02 01:53:16,162 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 01:53:35,938 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 01:53:55,343 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.3736, Head : 0.19921, Avg : 0.28641 + +2023-06-02 01:53:56,369 - testrun_e1726b98 - [INFO] - [Epoch 182]: Training Loss: 0.0014362, Valid MRR: 0.28641, + + + +2023-06-02 01:53:57,384 - testrun_e1726b98 - [INFO] - [E:183| 0]: Train Loss:0.0014501, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 01:55:33,488 - testrun_e1726b98 - [INFO] - [E:183| 100]: Train Loss:0.0014404, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 01:57:15,176 - testrun_e1726b98 - [INFO] - [E:183| 200]: Train Loss:0.0014363, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 01:58:51,231 - testrun_e1726b98 - [INFO] - [E:183| 300]: Train Loss:0.0014346, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:00:32,840 - testrun_e1726b98 - [INFO] - [E:183| 400]: Train Loss:0.0014322, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:02:08,927 - testrun_e1726b98 - [INFO] - [E:183| 500]: Train Loss:0.0014327, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:03:28,949 - testrun_e1726b98 - [INFO] - [E:183| 600]: Train Loss:0.0014335, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:03:28,999 - testrun_e1726b98 - [INFO] - [Epoch:183]: Training Loss:0.001433 + +2023-06-02 02:03:29,285 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 02:03:41,699 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 02:03:53,804 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.37388, Head : 0.19892, Avg : 0.2864 + +2023-06-02 02:03:53,854 - testrun_e1726b98 - [INFO] - [Epoch 183]: Training Loss: 0.0014335, Valid MRR: 0.28641, + + + +2023-06-02 02:03:54,552 - testrun_e1726b98 - [INFO] - [E:184| 0]: Train Loss:0.0013716, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:05:22,309 - testrun_e1726b98 - [INFO] - [E:184| 100]: Train Loss:0.0014365, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:07:03,933 - testrun_e1726b98 - [INFO] - [E:184| 200]: Train Loss:0.0014309, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:08:35,283 - testrun_e1726b98 - [INFO] - [E:184| 300]: Train Loss:0.0014313, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:10:16,624 - testrun_e1726b98 - [INFO] - [E:184| 400]: Train Loss:0.0014298, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:11:52,963 - testrun_e1726b98 - [INFO] - [E:184| 500]: Train Loss:0.0014313, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:13:32,637 - testrun_e1726b98 - [INFO] - [E:184| 600]: Train Loss:0.0014309, Val MRR:0.28641, testrun_e1726b98 +2023-06-02 02:13:32,687 - testrun_e1726b98 - [INFO] - [Epoch:184]: Training Loss:0.001431 + +2023-06-02 02:13:33,150 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 02:13:52,861 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 02:14:12,237 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.37688, Head : 0.20256, Avg : 0.28972 + +2023-06-02 02:14:13,269 - testrun_e1726b98 - [INFO] - [Epoch 184]: Training Loss: 0.0014309, Valid MRR: 0.28972, + + + +2023-06-02 02:14:14,367 - testrun_e1726b98 - [INFO] - [E:185| 0]: Train Loss:0.0014904, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:15:49,807 - testrun_e1726b98 - [INFO] - [E:185| 100]: Train Loss:0.0014326, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:17:31,018 - testrun_e1726b98 - [INFO] - [E:185| 200]: Train Loss:0.0014288, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:19:08,426 - testrun_e1726b98 - [INFO] - [E:185| 300]: Train Loss:0.0014272, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:20:48,551 - testrun_e1726b98 - [INFO] - [E:185| 400]: Train Loss:0.0014316, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:22:29,538 - testrun_e1726b98 - [INFO] - [E:185| 500]: Train Loss:0.0014304, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:24:05,487 - testrun_e1726b98 - [INFO] - [E:185| 600]: Train Loss:0.0014292, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:24:05,537 - testrun_e1726b98 - [INFO] - [Epoch:185]: Training Loss:0.001429 + +2023-06-02 02:24:05,914 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 02:24:25,652 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 02:24:45,122 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.37422, Head : 0.20276, Avg : 0.28849 + +2023-06-02 02:24:45,173 - testrun_e1726b98 - [INFO] - [Epoch 185]: Training Loss: 0.0014292, Valid MRR: 0.28972, + + + +2023-06-02 02:24:46,310 - testrun_e1726b98 - [INFO] - [E:186| 0]: Train Loss:0.0014259, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:26:24,644 - testrun_e1726b98 - [INFO] - [E:186| 100]: Train Loss:0.0014281, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:28:03,795 - testrun_e1726b98 - [INFO] - [E:186| 200]: Train Loss:0.0014245, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:29:45,414 - testrun_e1726b98 - [INFO] - [E:186| 300]: Train Loss:0.0014256, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:31:21,765 - testrun_e1726b98 - [INFO] - [E:186| 400]: Train Loss:0.0014238, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:33:03,571 - testrun_e1726b98 - [INFO] - [E:186| 500]: Train Loss:0.0014246, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:34:39,107 - testrun_e1726b98 - [INFO] - [E:186| 600]: Train Loss:0.0014252, Val MRR:0.28972, testrun_e1726b98 +2023-06-02 02:34:39,158 - testrun_e1726b98 - [INFO] - [Epoch:186]: Training Loss:0.001425 + +2023-06-02 02:34:39,493 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 02:34:59,283 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 02:35:18,713 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.37812, Head : 0.20232, Avg : 0.29022 + +2023-06-02 02:35:19,825 - testrun_e1726b98 - [INFO] - [Epoch 186]: Training Loss: 0.0014252, Valid MRR: 0.29022, + + + +2023-06-02 02:35:20,838 - testrun_e1726b98 - [INFO] - [E:187| 0]: Train Loss:0.0014018, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:37:02,523 - testrun_e1726b98 - [INFO] - [E:187| 100]: Train Loss:0.0014311, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:38:38,716 - testrun_e1726b98 - [INFO] - [E:187| 200]: Train Loss:0.0014231, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:40:20,672 - testrun_e1726b98 - [INFO] - [E:187| 300]: Train Loss:0.0014212, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:41:57,091 - testrun_e1726b98 - [INFO] - [E:187| 400]: Train Loss:0.0014221, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:43:38,906 - testrun_e1726b98 - [INFO] - [E:187| 500]: Train Loss:0.0014216, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:45:14,625 - testrun_e1726b98 - [INFO] - [E:187| 600]: Train Loss:0.0014227, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:45:14,682 - testrun_e1726b98 - [INFO] - [Epoch:187]: Training Loss:0.001423 + +2023-06-02 02:45:15,070 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 02:45:34,887 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 02:45:54,398 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.37746, Head : 0.20226, Avg : 0.28986 + +2023-06-02 02:45:54,449 - testrun_e1726b98 - [INFO] - [Epoch 187]: Training Loss: 0.0014227, Valid MRR: 0.29022, + + + +2023-06-02 02:45:55,474 - testrun_e1726b98 - [INFO] - [E:188| 0]: Train Loss:0.0014214, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:47:37,384 - testrun_e1726b98 - [INFO] - [E:188| 100]: Train Loss:0.0014203, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:49:13,772 - testrun_e1726b98 - [INFO] - [E:188| 200]: Train Loss:0.0014236, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:50:55,713 - testrun_e1726b98 - [INFO] - [E:188| 300]: Train Loss:0.0014219, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:52:32,050 - testrun_e1726b98 - [INFO] - [E:188| 400]: Train Loss:0.0014203, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:54:13,761 - testrun_e1726b98 - [INFO] - [E:188| 500]: Train Loss:0.0014191, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:55:52,350 - testrun_e1726b98 - [INFO] - [E:188| 600]: Train Loss:0.0014196, Val MRR:0.29022, testrun_e1726b98 +2023-06-02 02:55:52,402 - testrun_e1726b98 - [INFO] - [Epoch:188]: Training Loss:0.00142 + +2023-06-02 02:55:52,758 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 02:56:09,775 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 02:56:29,290 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.37869, Head : 0.20476, Avg : 0.29172 + +2023-06-02 02:56:30,490 - testrun_e1726b98 - [INFO] - [Epoch 188]: Training Loss: 0.0014196, Valid MRR: 0.29172, + + + +2023-06-02 02:56:31,512 - testrun_e1726b98 - [INFO] - [E:189| 0]: Train Loss:0.0015258, Val MRR:0.29172, testrun_e1726b98 +2023-06-02 02:58:13,274 - testrun_e1726b98 - [INFO] - [E:189| 100]: Train Loss:0.0014114, Val MRR:0.29172, testrun_e1726b98 +2023-06-02 02:59:49,470 - testrun_e1726b98 - [INFO] - [E:189| 200]: Train Loss:0.0014195, Val MRR:0.29172, testrun_e1726b98 +2023-06-02 03:01:31,452 - testrun_e1726b98 - [INFO] - [E:189| 300]: Train Loss:0.0014182, Val MRR:0.29172, testrun_e1726b98 +2023-06-02 03:03:11,155 - testrun_e1726b98 - [INFO] - [E:189| 400]: Train Loss:0.001419, Val MRR:0.29172, testrun_e1726b98 +2023-06-02 03:04:49,346 - testrun_e1726b98 - [INFO] - [E:189| 500]: Train Loss:0.0014185, Val MRR:0.29172, testrun_e1726b98 +2023-06-02 03:06:30,434 - testrun_e1726b98 - [INFO] - [E:189| 600]: Train Loss:0.0014178, Val MRR:0.29172, testrun_e1726b98 +2023-06-02 03:06:30,485 - testrun_e1726b98 - [INFO] - [Epoch:189]: Training Loss:0.001418 + +2023-06-02 03:06:30,872 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 03:06:49,288 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 03:07:05,947 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.38107, Head : 0.20409, Avg : 0.29258 + MR: Tail : 107.5, Head : 612.73, Avg : 360.12 + Hit-1: Tail : 0.27563, Head : 0.1581, Avg : 0.21687 + Hit-3: Tail : 0.43998, Head : 0.20006, Avg : 0.32002 + Hit-10: Tail : 0.56682, Head : 0.30036, Avg : 0.43359 +2023-06-02 03:07:07,320 - testrun_e1726b98 - [INFO] - [Epoch 189]: Training Loss: 0.0014178, Valid MRR: 0.29258, + + + +2023-06-02 03:07:08,360 - testrun_e1726b98 - [INFO] - [E:190| 0]: Train Loss:0.0014241, Val MRR:0.29258, testrun_e1726b98 +2023-06-02 03:08:50,090 - testrun_e1726b98 - [INFO] - [E:190| 100]: Train Loss:0.0014091, Val MRR:0.29258, testrun_e1726b98 +2023-06-02 03:10:29,822 - testrun_e1726b98 - [INFO] - [E:190| 200]: Train Loss:0.0014091, Val MRR:0.29258, testrun_e1726b98 +2023-06-02 03:12:08,253 - testrun_e1726b98 - [INFO] - [E:190| 300]: Train Loss:0.001417, Val MRR:0.29258, testrun_e1726b98 +2023-06-02 03:13:50,059 - testrun_e1726b98 - [INFO] - [E:190| 400]: Train Loss:0.0014159, Val MRR:0.29258, testrun_e1726b98 +2023-06-02 03:15:26,311 - testrun_e1726b98 - [INFO] - [E:190| 500]: Train Loss:0.0014168, Val MRR:0.29258, testrun_e1726b98 +2023-06-02 03:17:07,225 - testrun_e1726b98 - [INFO] - [E:190| 600]: Train Loss:0.001415, Val MRR:0.29258, testrun_e1726b98 +2023-06-02 03:17:07,276 - testrun_e1726b98 - [INFO] - [Epoch:190]: Training Loss:0.001415 + +2023-06-02 03:17:07,659 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 03:17:27,479 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 03:17:46,454 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.38277, Head : 0.20588, Avg : 0.29432 + +2023-06-02 03:17:47,724 - testrun_e1726b98 - [INFO] - [Epoch 190]: Training Loss: 0.001415, Valid MRR: 0.29432, + + + +2023-06-02 03:17:48,676 - testrun_e1726b98 - [INFO] - [E:191| 0]: Train Loss:0.0013487, Val MRR:0.29432, testrun_e1726b98 +2023-06-02 03:19:27,036 - testrun_e1726b98 - [INFO] - [E:191| 100]: Train Loss:0.0014181, Val MRR:0.29432, testrun_e1726b98 +2023-06-02 03:21:09,014 - testrun_e1726b98 - [INFO] - [E:191| 200]: Train Loss:0.0014167, Val MRR:0.29432, testrun_e1726b98 +2023-06-02 03:22:45,255 - testrun_e1726b98 - [INFO] - [E:191| 300]: Train Loss:0.001413, Val MRR:0.29432, testrun_e1726b98 +2023-06-02 03:24:27,278 - testrun_e1726b98 - [INFO] - [E:191| 400]: Train Loss:0.0014108, Val MRR:0.29432, testrun_e1726b98 +2023-06-02 03:26:03,693 - testrun_e1726b98 - [INFO] - [E:191| 500]: Train Loss:0.0014113, Val MRR:0.29432, testrun_e1726b98 +2023-06-02 03:27:45,208 - testrun_e1726b98 - [INFO] - [E:191| 600]: Train Loss:0.0014114, Val MRR:0.29432, testrun_e1726b98 +2023-06-02 03:27:45,263 - testrun_e1726b98 - [INFO] - [Epoch:191]: Training Loss:0.001411 + +2023-06-02 03:27:45,634 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 03:28:05,498 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 03:28:25,125 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.38268, Head : 0.20686, Avg : 0.29477 + +2023-06-02 03:28:26,559 - testrun_e1726b98 - [INFO] - [Epoch 191]: Training Loss: 0.0014114, Valid MRR: 0.29477, + + + +2023-06-02 03:28:27,698 - testrun_e1726b98 - [INFO] - [E:192| 0]: Train Loss:0.0013793, Val MRR:0.29477, testrun_e1726b98 +2023-06-02 03:30:04,391 - testrun_e1726b98 - [INFO] - [E:192| 100]: Train Loss:0.0014083, Val MRR:0.29477, testrun_e1726b98 +2023-06-02 03:31:46,718 - testrun_e1726b98 - [INFO] - [E:192| 200]: Train Loss:0.0014105, Val MRR:0.29477, testrun_e1726b98 +2023-06-02 03:33:23,171 - testrun_e1726b98 - [INFO] - [E:192| 300]: Train Loss:0.0014076, Val MRR:0.29477, testrun_e1726b98 +2023-06-02 03:35:04,997 - testrun_e1726b98 - [INFO] - [E:192| 400]: Train Loss:0.0014084, Val MRR:0.29477, testrun_e1726b98 +2023-06-02 03:36:41,310 - testrun_e1726b98 - [INFO] - [E:192| 500]: Train Loss:0.001408, Val MRR:0.29477, testrun_e1726b98 +2023-06-02 03:38:22,495 - testrun_e1726b98 - [INFO] - [E:192| 600]: Train Loss:0.0014093, Val MRR:0.29477, testrun_e1726b98 +2023-06-02 03:38:22,545 - testrun_e1726b98 - [INFO] - [Epoch:192]: Training Loss:0.001409 + +2023-06-02 03:38:23,004 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 03:38:42,852 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 03:39:02,321 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.38352, Head : 0.20715, Avg : 0.29533 + +2023-06-02 03:39:03,674 - testrun_e1726b98 - [INFO] - [Epoch 192]: Training Loss: 0.0014093, Valid MRR: 0.29533, + + + +2023-06-02 03:39:04,852 - testrun_e1726b98 - [INFO] - [E:193| 0]: Train Loss:0.0014039, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:40:41,500 - testrun_e1726b98 - [INFO] - [E:193| 100]: Train Loss:0.0014035, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:42:23,691 - testrun_e1726b98 - [INFO] - [E:193| 200]: Train Loss:0.0014031, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:43:59,564 - testrun_e1726b98 - [INFO] - [E:193| 300]: Train Loss:0.0014073, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:45:41,991 - testrun_e1726b98 - [INFO] - [E:193| 400]: Train Loss:0.0014084, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:47:22,183 - testrun_e1726b98 - [INFO] - [E:193| 500]: Train Loss:0.0014085, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:49:00,151 - testrun_e1726b98 - [INFO] - [E:193| 600]: Train Loss:0.0014075, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:49:00,202 - testrun_e1726b98 - [INFO] - [Epoch:193]: Training Loss:0.001408 + +2023-06-02 03:49:00,586 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 03:49:20,432 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 03:49:39,905 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.38268, Head : 0.2064, Avg : 0.29454 + +2023-06-02 03:49:39,955 - testrun_e1726b98 - [INFO] - [Epoch 193]: Training Loss: 0.0014075, Valid MRR: 0.29533, + + + +2023-06-02 03:49:40,984 - testrun_e1726b98 - [INFO] - [E:194| 0]: Train Loss:0.0013361, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:51:18,358 - testrun_e1726b98 - [INFO] - [E:194| 100]: Train Loss:0.0014044, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:52:59,813 - testrun_e1726b98 - [INFO] - [E:194| 200]: Train Loss:0.0014081, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:54:40,594 - testrun_e1726b98 - [INFO] - [E:194| 300]: Train Loss:0.0014063, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:56:17,641 - testrun_e1726b98 - [INFO] - [E:194| 400]: Train Loss:0.0014064, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:57:59,508 - testrun_e1726b98 - [INFO] - [E:194| 500]: Train Loss:0.0014053, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:59:35,342 - testrun_e1726b98 - [INFO] - [E:194| 600]: Train Loss:0.0014051, Val MRR:0.29533, testrun_e1726b98 +2023-06-02 03:59:35,392 - testrun_e1726b98 - [INFO] - [Epoch:194]: Training Loss:0.001405 + +2023-06-02 03:59:35,778 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 03:59:55,650 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 04:00:15,209 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.38512, Head : 0.20696, Avg : 0.29604 + +2023-06-02 04:00:16,659 - testrun_e1726b98 - [INFO] - [Epoch 194]: Training Loss: 0.0014051, Valid MRR: 0.29604, + + + +2023-06-02 04:00:17,694 - testrun_e1726b98 - [INFO] - [E:195| 0]: Train Loss:0.0014148, Val MRR:0.29604, testrun_e1726b98 +2023-06-02 04:01:59,573 - testrun_e1726b98 - [INFO] - [E:195| 100]: Train Loss:0.0014052, Val MRR:0.29604, testrun_e1726b98 +2023-06-02 04:03:36,733 - testrun_e1726b98 - [INFO] - [E:195| 200]: Train Loss:0.0014025, Val MRR:0.29604, testrun_e1726b98 +2023-06-02 04:05:19,071 - testrun_e1726b98 - [INFO] - [E:195| 300]: Train Loss:0.001402, Val MRR:0.29604, testrun_e1726b98 +2023-06-02 04:06:55,723 - testrun_e1726b98 - [INFO] - [E:195| 400]: Train Loss:0.0014024, Val MRR:0.29604, testrun_e1726b98 +2023-06-02 04:08:38,101 - testrun_e1726b98 - [INFO] - [E:195| 500]: Train Loss:0.0014007, Val MRR:0.29604, testrun_e1726b98 +2023-06-02 04:10:14,085 - testrun_e1726b98 - [INFO] - [E:195| 600]: Train Loss:0.0014023, Val MRR:0.29604, testrun_e1726b98 +2023-06-02 04:10:14,137 - testrun_e1726b98 - [INFO] - [Epoch:195]: Training Loss:0.001402 + +2023-06-02 04:10:14,475 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 04:10:34,337 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 04:10:53,883 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.38645, Head : 0.21025, Avg : 0.29835 + +2023-06-02 04:10:55,174 - testrun_e1726b98 - [INFO] - [Epoch 195]: Training Loss: 0.0014023, Valid MRR: 0.29835, + + + +2023-06-02 04:10:56,247 - testrun_e1726b98 - [INFO] - [E:196| 0]: Train Loss:0.0014495, Val MRR:0.29835, testrun_e1726b98 +2023-06-02 04:12:38,504 - testrun_e1726b98 - [INFO] - [E:196| 100]: Train Loss:0.0013999, Val MRR:0.29835, testrun_e1726b98 +2023-06-02 04:14:15,253 - testrun_e1726b98 - [INFO] - [E:196| 200]: Train Loss:0.0014019, Val MRR:0.29835, testrun_e1726b98 +2023-06-02 04:15:57,449 - testrun_e1726b98 - [INFO] - [E:196| 300]: Train Loss:0.0014027, Val MRR:0.29835, testrun_e1726b98 +2023-06-02 04:17:33,993 - testrun_e1726b98 - [INFO] - [E:196| 400]: Train Loss:0.001401, Val MRR:0.29835, testrun_e1726b98 +2023-06-02 04:19:16,285 - testrun_e1726b98 - [INFO] - [E:196| 500]: Train Loss:0.0014006, Val MRR:0.29835, testrun_e1726b98 +2023-06-02 04:20:53,032 - testrun_e1726b98 - [INFO] - [E:196| 600]: Train Loss:0.0013998, Val MRR:0.29835, testrun_e1726b98 +2023-06-02 04:20:54,690 - testrun_e1726b98 - [INFO] - [Epoch:196]: Training Loss:0.0014 + +2023-06-02 04:20:55,146 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 04:21:15,026 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 04:21:34,575 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.38641, Head : 0.21229, Avg : 0.29935 + +2023-06-02 04:21:40,303 - testrun_e1726b98 - [INFO] - [Epoch 196]: Training Loss: 0.0013998, Valid MRR: 0.29935, + + + +2023-06-02 04:21:41,426 - testrun_e1726b98 - [INFO] - [E:197| 0]: Train Loss:0.0013888, Val MRR:0.29935, testrun_e1726b98 +2023-06-02 04:23:25,497 - testrun_e1726b98 - [INFO] - [E:197| 100]: Train Loss:0.0013962, Val MRR:0.29935, testrun_e1726b98 +2023-06-02 04:25:03,667 - testrun_e1726b98 - [INFO] - [E:197| 200]: Train Loss:0.0013945, Val MRR:0.29935, testrun_e1726b98 +2023-06-02 04:26:45,852 - testrun_e1726b98 - [INFO] - [E:197| 300]: Train Loss:0.0013961, Val MRR:0.29935, testrun_e1726b98 +2023-06-02 04:28:22,365 - testrun_e1726b98 - [INFO] - [E:197| 400]: Train Loss:0.0013963, Val MRR:0.29935, testrun_e1726b98 +2023-06-02 04:30:04,410 - testrun_e1726b98 - [INFO] - [E:197| 500]: Train Loss:0.0013972, Val MRR:0.29935, testrun_e1726b98 +2023-06-02 04:31:40,170 - testrun_e1726b98 - [INFO] - [E:197| 600]: Train Loss:0.0013969, Val MRR:0.29935, testrun_e1726b98 +2023-06-02 04:31:40,221 - testrun_e1726b98 - [INFO] - [Epoch:197]: Training Loss:0.001397 + +2023-06-02 04:31:40,615 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 04:32:00,445 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 04:32:19,978 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.38849, Head : 0.21078, Avg : 0.29964 + +2023-06-02 04:32:21,041 - testrun_e1726b98 - [INFO] - [Epoch 197]: Training Loss: 0.0013969, Valid MRR: 0.29964, + + + +2023-06-02 04:32:22,059 - testrun_e1726b98 - [INFO] - [E:198| 0]: Train Loss:0.0014246, Val MRR:0.29964, testrun_e1726b98 +2023-06-02 04:34:04,084 - testrun_e1726b98 - [INFO] - [E:198| 100]: Train Loss:0.0013905, Val MRR:0.29964, testrun_e1726b98 +2023-06-02 04:35:40,617 - testrun_e1726b98 - [INFO] - [E:198| 200]: Train Loss:0.0013953, Val MRR:0.29964, testrun_e1726b98 +2023-06-02 04:37:22,613 - testrun_e1726b98 - [INFO] - [E:198| 300]: Train Loss:0.0013946, Val MRR:0.29964, testrun_e1726b98 +2023-06-02 04:38:59,352 - testrun_e1726b98 - [INFO] - [E:198| 400]: Train Loss:0.0013946, Val MRR:0.29964, testrun_e1726b98 +2023-06-02 04:40:40,969 - testrun_e1726b98 - [INFO] - [E:198| 500]: Train Loss:0.0013958, Val MRR:0.29964, testrun_e1726b98 +2023-06-02 04:42:20,750 - testrun_e1726b98 - [INFO] - [E:198| 600]: Train Loss:0.0013956, Val MRR:0.29964, testrun_e1726b98 +2023-06-02 04:42:20,803 - testrun_e1726b98 - [INFO] - [Epoch:198]: Training Loss:0.001396 + +2023-06-02 04:42:21,158 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 04:42:38,042 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 04:42:56,861 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.39043, Head : 0.21222, Avg : 0.30133 + +2023-06-02 04:42:57,909 - testrun_e1726b98 - [INFO] - [Epoch 198]: Training Loss: 0.0013956, Valid MRR: 0.30133, + + + +2023-06-02 04:42:58,928 - testrun_e1726b98 - [INFO] - [E:199| 0]: Train Loss:0.0014672, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:44:41,194 - testrun_e1726b98 - [INFO] - [E:199| 100]: Train Loss:0.0013912, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:46:18,255 - testrun_e1726b98 - [INFO] - [E:199| 200]: Train Loss:0.0013969, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:47:59,504 - testrun_e1726b98 - [INFO] - [E:199| 300]: Train Loss:0.0013943, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:49:40,048 - testrun_e1726b98 - [INFO] - [E:199| 400]: Train Loss:0.0013942, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:51:17,670 - testrun_e1726b98 - [INFO] - [E:199| 500]: Train Loss:0.0013942, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:52:58,912 - testrun_e1726b98 - [INFO] - [E:199| 600]: Train Loss:0.0013929, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:52:58,963 - testrun_e1726b98 - [INFO] - [Epoch:199]: Training Loss:0.001393 + +2023-06-02 04:52:59,418 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 04:53:18,552 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 04:53:35,170 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.38672, Head : 0.21175, Avg : 0.29923 + MR: Tail : 105.95, Head : 598.22, Avg : 352.08 + Hit-1: Tail : 0.28161, Head : 0.16727, Avg : 0.22444 + Hit-3: Tail : 0.44804, Head : 0.20825, Avg : 0.32815 + Hit-10: Tail : 0.57724, Head : 0.30175, Avg : 0.4395 +2023-06-02 04:53:35,224 - testrun_e1726b98 - [INFO] - [Epoch 199]: Training Loss: 0.0013929, Valid MRR: 0.30133, + + + +2023-06-02 04:53:36,151 - testrun_e1726b98 - [INFO] - [E:200| 0]: Train Loss:0.0014186, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:55:16,680 - testrun_e1726b98 - [INFO] - [E:200| 100]: Train Loss:0.0013881, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:56:58,152 - testrun_e1726b98 - [INFO] - [E:200| 200]: Train Loss:0.0013908, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 04:58:35,133 - testrun_e1726b98 - [INFO] - [E:200| 300]: Train Loss:0.0013907, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:00:17,122 - testrun_e1726b98 - [INFO] - [E:200| 400]: Train Loss:0.0013897, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:01:53,373 - testrun_e1726b98 - [INFO] - [E:200| 500]: Train Loss:0.0013901, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:03:34,482 - testrun_e1726b98 - [INFO] - [E:200| 600]: Train Loss:0.0013904, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:03:34,534 - testrun_e1726b98 - [INFO] - [Epoch:200]: Training Loss:0.00139 + +2023-06-02 05:03:34,946 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 05:03:54,759 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 05:04:14,288 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.39046, Head : 0.21177, Avg : 0.30111 + +2023-06-02 05:04:14,339 - testrun_e1726b98 - [INFO] - [Epoch 200]: Training Loss: 0.0013904, Valid MRR: 0.30133, + + + +2023-06-02 05:04:15,480 - testrun_e1726b98 - [INFO] - [E:201| 0]: Train Loss:0.0013833, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:05:51,879 - testrun_e1726b98 - [INFO] - [E:201| 100]: Train Loss:0.0013863, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:07:33,737 - testrun_e1726b98 - [INFO] - [E:201| 200]: Train Loss:0.0013893, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:09:10,229 - testrun_e1726b98 - [INFO] - [E:201| 300]: Train Loss:0.0013887, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:10:52,232 - testrun_e1726b98 - [INFO] - [E:201| 400]: Train Loss:0.0013881, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:12:28,664 - testrun_e1726b98 - [INFO] - [E:201| 500]: Train Loss:0.0013883, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:14:09,998 - testrun_e1726b98 - [INFO] - [E:201| 600]: Train Loss:0.0013878, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:14:10,051 - testrun_e1726b98 - [INFO] - [Epoch:201]: Training Loss:0.001388 + +2023-06-02 05:14:10,523 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 05:14:30,361 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 05:14:49,908 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.38931, Head : 0.21327, Avg : 0.30129 + +2023-06-02 05:14:49,959 - testrun_e1726b98 - [INFO] - [Epoch 201]: Training Loss: 0.0013878, Valid MRR: 0.30133, + + + +2023-06-02 05:14:51,100 - testrun_e1726b98 - [INFO] - [E:202| 0]: Train Loss:0.0013771, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:16:27,499 - testrun_e1726b98 - [INFO] - [E:202| 100]: Train Loss:0.0013929, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:18:09,611 - testrun_e1726b98 - [INFO] - [E:202| 200]: Train Loss:0.0013877, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:19:45,667 - testrun_e1726b98 - [INFO] - [E:202| 300]: Train Loss:0.0013861, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:21:28,028 - testrun_e1726b98 - [INFO] - [E:202| 400]: Train Loss:0.0013835, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:23:07,131 - testrun_e1726b98 - [INFO] - [E:202| 500]: Train Loss:0.0013854, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:24:46,829 - testrun_e1726b98 - [INFO] - [E:202| 600]: Train Loss:0.0013855, Val MRR:0.30133, testrun_e1726b98 +2023-06-02 05:24:46,880 - testrun_e1726b98 - [INFO] - [Epoch:202]: Training Loss:0.001386 + +2023-06-02 05:24:47,343 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 05:25:07,242 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 05:25:26,736 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.38919, Head : 0.21428, Avg : 0.30173 + +2023-06-02 05:25:27,769 - testrun_e1726b98 - [INFO] - [Epoch 202]: Training Loss: 0.0013855, Valid MRR: 0.30173, + + + +2023-06-02 05:25:28,870 - testrun_e1726b98 - [INFO] - [E:203| 0]: Train Loss:0.0013622, Val MRR:0.30173, testrun_e1726b98 +2023-06-02 05:27:05,701 - testrun_e1726b98 - [INFO] - [E:203| 100]: Train Loss:0.0013833, Val MRR:0.30173, testrun_e1726b98 +2023-06-02 05:28:48,075 - testrun_e1726b98 - [INFO] - [E:203| 200]: Train Loss:0.0013827, Val MRR:0.30173, testrun_e1726b98 +2023-06-02 05:30:27,390 - testrun_e1726b98 - [INFO] - [E:203| 300]: Train Loss:0.0013826, Val MRR:0.30173, testrun_e1726b98 +2023-06-02 05:32:07,400 - testrun_e1726b98 - [INFO] - [E:203| 400]: Train Loss:0.0013824, Val MRR:0.30173, testrun_e1726b98 +2023-06-02 05:33:49,806 - testrun_e1726b98 - [INFO] - [E:203| 500]: Train Loss:0.001383, Val MRR:0.30173, testrun_e1726b98 +2023-06-02 05:35:25,873 - testrun_e1726b98 - [INFO] - [E:203| 600]: Train Loss:0.001384, Val MRR:0.30173, testrun_e1726b98 +2023-06-02 05:35:25,925 - testrun_e1726b98 - [INFO] - [Epoch:203]: Training Loss:0.001384 + +2023-06-02 05:35:26,326 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 05:35:46,208 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 05:36:05,714 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.39065, Head : 0.21373, Avg : 0.30219 + +2023-06-02 05:36:06,756 - testrun_e1726b98 - [INFO] - [Epoch 203]: Training Loss: 0.001384, Valid MRR: 0.30219, + + + +2023-06-02 05:36:07,837 - testrun_e1726b98 - [INFO] - [E:204| 0]: Train Loss:0.0014439, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:37:47,436 - testrun_e1726b98 - [INFO] - [E:204| 100]: Train Loss:0.0013865, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:39:27,132 - testrun_e1726b98 - [INFO] - [E:204| 200]: Train Loss:0.0013863, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:41:09,472 - testrun_e1726b98 - [INFO] - [E:204| 300]: Train Loss:0.0013854, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:42:46,264 - testrun_e1726b98 - [INFO] - [E:204| 400]: Train Loss:0.0013812, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:44:28,673 - testrun_e1726b98 - [INFO] - [E:204| 500]: Train Loss:0.0013814, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:46:04,630 - testrun_e1726b98 - [INFO] - [E:204| 600]: Train Loss:0.0013818, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:46:04,682 - testrun_e1726b98 - [INFO] - [Epoch:204]: Training Loss:0.001382 + +2023-06-02 05:46:05,045 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 05:46:24,918 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 05:46:44,483 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.38628, Head : 0.21352, Avg : 0.2999 + +2023-06-02 05:46:44,534 - testrun_e1726b98 - [INFO] - [Epoch 204]: Training Loss: 0.0013818, Valid MRR: 0.30219, + + + +2023-06-02 05:46:45,558 - testrun_e1726b98 - [INFO] - [E:205| 0]: Train Loss:0.0013329, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:48:27,982 - testrun_e1726b98 - [INFO] - [E:205| 100]: Train Loss:0.0013797, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:50:04,896 - testrun_e1726b98 - [INFO] - [E:205| 200]: Train Loss:0.001381, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:51:47,339 - testrun_e1726b98 - [INFO] - [E:205| 300]: Train Loss:0.0013789, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:53:24,097 - testrun_e1726b98 - [INFO] - [E:205| 400]: Train Loss:0.0013784, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:55:06,693 - testrun_e1726b98 - [INFO] - [E:205| 500]: Train Loss:0.0013792, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:56:42,697 - testrun_e1726b98 - [INFO] - [E:205| 600]: Train Loss:0.0013796, Val MRR:0.30219, testrun_e1726b98 +2023-06-02 05:56:42,748 - testrun_e1726b98 - [INFO] - [Epoch:205]: Training Loss:0.00138 + +2023-06-02 05:56:43,128 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 05:57:03,012 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 05:57:22,633 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.38912, Head : 0.21578, Avg : 0.30245 + +2023-06-02 05:57:23,661 - testrun_e1726b98 - [INFO] - [Epoch 205]: Training Loss: 0.0013796, Valid MRR: 0.30245, + + + +2023-06-02 05:57:24,797 - testrun_e1726b98 - [INFO] - [E:206| 0]: Train Loss:0.0013764, Val MRR:0.30245, testrun_e1726b98 +2023-06-02 05:59:07,399 - testrun_e1726b98 - [INFO] - [E:206| 100]: Train Loss:0.0013733, Val MRR:0.30245, testrun_e1726b98 +2023-06-02 06:00:44,212 - testrun_e1726b98 - [INFO] - [E:206| 200]: Train Loss:0.0013782, Val MRR:0.30245, testrun_e1726b98 +2023-06-02 06:02:26,271 - testrun_e1726b98 - [INFO] - [E:206| 300]: Train Loss:0.0013779, Val MRR:0.30245, testrun_e1726b98 +2023-06-02 06:04:02,832 - testrun_e1726b98 - [INFO] - [E:206| 400]: Train Loss:0.0013786, Val MRR:0.30245, testrun_e1726b98 +2023-06-02 06:05:44,664 - testrun_e1726b98 - [INFO] - [E:206| 500]: Train Loss:0.001377, Val MRR:0.30245, testrun_e1726b98 +2023-06-02 06:07:23,594 - testrun_e1726b98 - [INFO] - [E:206| 600]: Train Loss:0.0013781, Val MRR:0.30245, testrun_e1726b98 +2023-06-02 06:07:23,644 - testrun_e1726b98 - [INFO] - [Epoch:206]: Training Loss:0.001378 + +2023-06-02 06:07:24,002 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 06:07:40,952 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 06:08:00,475 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.39159, Head : 0.21526, Avg : 0.30343 + +2023-06-02 06:08:01,528 - testrun_e1726b98 - [INFO] - [Epoch 206]: Training Loss: 0.0013781, Valid MRR: 0.30343, + + + +2023-06-02 06:08:02,544 - testrun_e1726b98 - [INFO] - [E:207| 0]: Train Loss:0.0014636, Val MRR:0.30343, testrun_e1726b98 +2023-06-02 06:09:44,515 - testrun_e1726b98 - [INFO] - [E:207| 100]: Train Loss:0.0013763, Val MRR:0.30343, testrun_e1726b98 +2023-06-02 06:11:20,906 - testrun_e1726b98 - [INFO] - [E:207| 200]: Train Loss:0.0013782, Val MRR:0.30343, testrun_e1726b98 +2023-06-02 06:13:03,021 - testrun_e1726b98 - [INFO] - [E:207| 300]: Train Loss:0.001376, Val MRR:0.30343, testrun_e1726b98 +2023-06-02 06:14:42,951 - testrun_e1726b98 - [INFO] - [E:207| 400]: Train Loss:0.0013753, Val MRR:0.30343, testrun_e1726b98 +2023-06-02 06:16:21,306 - testrun_e1726b98 - [INFO] - [E:207| 500]: Train Loss:0.0013745, Val MRR:0.30343, testrun_e1726b98 +2023-06-02 06:18:02,453 - testrun_e1726b98 - [INFO] - [E:207| 600]: Train Loss:0.0013747, Val MRR:0.30343, testrun_e1726b98 +2023-06-02 06:18:02,503 - testrun_e1726b98 - [INFO] - [Epoch:207]: Training Loss:0.001375 + +2023-06-02 06:18:02,839 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 06:18:21,299 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 06:18:37,940 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.39088, Head : 0.21822, Avg : 0.30455 + +2023-06-02 06:18:39,000 - testrun_e1726b98 - [INFO] - [Epoch 207]: Training Loss: 0.0013747, Valid MRR: 0.30455, + + + +2023-06-02 06:18:39,877 - testrun_e1726b98 - [INFO] - [E:208| 0]: Train Loss:0.0013608, Val MRR:0.30455, testrun_e1726b98 +2023-06-02 06:20:21,780 - testrun_e1726b98 - [INFO] - [E:208| 100]: Train Loss:0.0013662, Val MRR:0.30455, testrun_e1726b98 +2023-06-02 06:22:01,847 - testrun_e1726b98 - [INFO] - [E:208| 200]: Train Loss:0.0013712, Val MRR:0.30455, testrun_e1726b98 +2023-06-02 06:23:40,313 - testrun_e1726b98 - [INFO] - [E:208| 300]: Train Loss:0.0013702, Val MRR:0.30455, testrun_e1726b98 +2023-06-02 06:25:22,369 - testrun_e1726b98 - [INFO] - [E:208| 400]: Train Loss:0.00137, Val MRR:0.30455, testrun_e1726b98 +2023-06-02 06:26:58,814 - testrun_e1726b98 - [INFO] - [E:208| 500]: Train Loss:0.0013715, Val MRR:0.30455, testrun_e1726b98 +2023-06-02 06:28:40,271 - testrun_e1726b98 - [INFO] - [E:208| 600]: Train Loss:0.0013727, Val MRR:0.30455, testrun_e1726b98 +2023-06-02 06:28:40,320 - testrun_e1726b98 - [INFO] - [Epoch:208]: Training Loss:0.001373 + +2023-06-02 06:28:40,707 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 06:29:00,541 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 06:29:19,147 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.39248, Head : 0.21791, Avg : 0.30519 + +2023-06-02 06:29:20,174 - testrun_e1726b98 - [INFO] - [Epoch 208]: Training Loss: 0.0013727, Valid MRR: 0.30519, + + + +2023-06-02 06:29:21,108 - testrun_e1726b98 - [INFO] - [E:209| 0]: Train Loss:0.0013527, Val MRR:0.30519, testrun_e1726b98 +2023-06-02 06:30:59,621 - testrun_e1726b98 - [INFO] - [E:209| 100]: Train Loss:0.0013722, Val MRR:0.30519, testrun_e1726b98 +2023-06-02 06:32:41,557 - testrun_e1726b98 - [INFO] - [E:209| 200]: Train Loss:0.0013736, Val MRR:0.30519, testrun_e1726b98 +2023-06-02 06:34:18,198 - testrun_e1726b98 - [INFO] - [E:209| 300]: Train Loss:0.0013729, Val MRR:0.30519, testrun_e1726b98 +2023-06-02 06:36:00,548 - testrun_e1726b98 - [INFO] - [E:209| 400]: Train Loss:0.001371, Val MRR:0.30519, testrun_e1726b98 +2023-06-02 06:37:37,142 - testrun_e1726b98 - [INFO] - [E:209| 500]: Train Loss:0.0013717, Val MRR:0.30519, testrun_e1726b98 +2023-06-02 06:39:18,708 - testrun_e1726b98 - [INFO] - [E:209| 600]: Train Loss:0.0013707, Val MRR:0.30519, testrun_e1726b98 +2023-06-02 06:39:18,762 - testrun_e1726b98 - [INFO] - [Epoch:209]: Training Loss:0.001371 + +2023-06-02 06:39:19,152 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 06:39:39,007 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 06:39:58,496 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.39453, Head : 0.2179, Avg : 0.30621 + MR: Tail : 106.12, Head : 611.17, Avg : 358.65 + Hit-1: Tail : 0.29425, Head : 0.17213, Avg : 0.23319 + Hit-3: Tail : 0.45151, Head : 0.21826, Avg : 0.33488 + Hit-10: Tail : 0.57919, Head : 0.30272, Avg : 0.44096 +2023-06-02 06:39:59,556 - testrun_e1726b98 - [INFO] - [Epoch 209]: Training Loss: 0.0013707, Valid MRR: 0.30621, + + + +2023-06-02 06:40:00,599 - testrun_e1726b98 - [INFO] - [E:210| 0]: Train Loss:0.0013729, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:41:37,298 - testrun_e1726b98 - [INFO] - [E:210| 100]: Train Loss:0.0013734, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:43:19,488 - testrun_e1726b98 - [INFO] - [E:210| 200]: Train Loss:0.0013699, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:44:56,093 - testrun_e1726b98 - [INFO] - [E:210| 300]: Train Loss:0.0013688, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:46:38,219 - testrun_e1726b98 - [INFO] - [E:210| 400]: Train Loss:0.0013692, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:48:14,754 - testrun_e1726b98 - [INFO] - [E:210| 500]: Train Loss:0.0013685, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:49:56,201 - testrun_e1726b98 - [INFO] - [E:210| 600]: Train Loss:0.001369, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:49:56,253 - testrun_e1726b98 - [INFO] - [Epoch:210]: Training Loss:0.001369 + +2023-06-02 06:49:56,665 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 06:50:16,527 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 06:50:36,142 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.39375, Head : 0.2169, Avg : 0.30532 + +2023-06-02 06:50:36,199 - testrun_e1726b98 - [INFO] - [Epoch 210]: Training Loss: 0.001369, Valid MRR: 0.30621, + + + +2023-06-02 06:50:37,287 - testrun_e1726b98 - [INFO] - [E:211| 0]: Train Loss:0.0013297, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:52:13,658 - testrun_e1726b98 - [INFO] - [E:211| 100]: Train Loss:0.0013652, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:53:54,667 - testrun_e1726b98 - [INFO] - [E:211| 200]: Train Loss:0.0013645, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:55:32,077 - testrun_e1726b98 - [INFO] - [E:211| 300]: Train Loss:0.0013646, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:57:13,158 - testrun_e1726b98 - [INFO] - [E:211| 400]: Train Loss:0.0013664, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 06:58:54,155 - testrun_e1726b98 - [INFO] - [E:211| 500]: Train Loss:0.0013662, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:00:30,960 - testrun_e1726b98 - [INFO] - [E:211| 600]: Train Loss:0.0013662, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:00:31,011 - testrun_e1726b98 - [INFO] - [Epoch:211]: Training Loss:0.001366 + +2023-06-02 07:00:31,465 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 07:00:51,306 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 07:01:10,871 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.39343, Head : 0.21851, Avg : 0.30597 + +2023-06-02 07:01:10,921 - testrun_e1726b98 - [INFO] - [Epoch 211]: Training Loss: 0.0013662, Valid MRR: 0.30621, + + + +2023-06-02 07:01:12,058 - testrun_e1726b98 - [INFO] - [E:212| 0]: Train Loss:0.0013505, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:02:50,298 - testrun_e1726b98 - [INFO] - [E:212| 100]: Train Loss:0.0013694, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:04:30,608 - testrun_e1726b98 - [INFO] - [E:212| 200]: Train Loss:0.0013656, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:06:12,461 - testrun_e1726b98 - [INFO] - [E:212| 300]: Train Loss:0.001363, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:07:48,877 - testrun_e1726b98 - [INFO] - [E:212| 400]: Train Loss:0.0013645, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:09:30,483 - testrun_e1726b98 - [INFO] - [E:212| 500]: Train Loss:0.0013634, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:11:06,054 - testrun_e1726b98 - [INFO] - [E:212| 600]: Train Loss:0.0013648, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:11:06,106 - testrun_e1726b98 - [INFO] - [Epoch:212]: Training Loss:0.001365 + +2023-06-02 07:11:06,489 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 07:11:26,313 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 07:11:45,770 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.39233, Head : 0.21851, Avg : 0.30542 + +2023-06-02 07:11:45,834 - testrun_e1726b98 - [INFO] - [Epoch 212]: Training Loss: 0.0013648, Valid MRR: 0.30621, + + + +2023-06-02 07:11:46,866 - testrun_e1726b98 - [INFO] - [E:213| 0]: Train Loss:0.0013316, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:13:28,505 - testrun_e1726b98 - [INFO] - [E:213| 100]: Train Loss:0.0013635, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:15:04,546 - testrun_e1726b98 - [INFO] - [E:213| 200]: Train Loss:0.0013634, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:16:46,157 - testrun_e1726b98 - [INFO] - [E:213| 300]: Train Loss:0.001363, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:18:22,510 - testrun_e1726b98 - [INFO] - [E:213| 400]: Train Loss:0.0013635, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:20:04,270 - testrun_e1726b98 - [INFO] - [E:213| 500]: Train Loss:0.0013634, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:21:39,994 - testrun_e1726b98 - [INFO] - [E:213| 600]: Train Loss:0.0013636, Val MRR:0.30621, testrun_e1726b98 +2023-06-02 07:21:40,048 - testrun_e1726b98 - [INFO] - [Epoch:213]: Training Loss:0.001364 + +2023-06-02 07:21:40,382 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 07:22:00,128 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 07:22:19,588 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.39715, Head : 0.21823, Avg : 0.30769 + +2023-06-02 07:22:20,721 - testrun_e1726b98 - [INFO] - [Epoch 213]: Training Loss: 0.0013636, Valid MRR: 0.30769, + + + +2023-06-02 07:22:21,788 - testrun_e1726b98 - [INFO] - [E:214| 0]: Train Loss:0.0013796, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:24:03,448 - testrun_e1726b98 - [INFO] - [E:214| 100]: Train Loss:0.0013607, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:25:39,437 - testrun_e1726b98 - [INFO] - [E:214| 200]: Train Loss:0.0013614, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:27:21,019 - testrun_e1726b98 - [INFO] - [E:214| 300]: Train Loss:0.0013608, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:28:57,760 - testrun_e1726b98 - [INFO] - [E:214| 400]: Train Loss:0.0013624, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:30:39,148 - testrun_e1726b98 - [INFO] - [E:214| 500]: Train Loss:0.0013614, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:32:18,865 - testrun_e1726b98 - [INFO] - [E:214| 600]: Train Loss:0.0013609, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:32:18,929 - testrun_e1726b98 - [INFO] - [Epoch:214]: Training Loss:0.001361 + +2023-06-02 07:32:19,300 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 07:32:36,121 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 07:32:54,505 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.39187, Head : 0.22124, Avg : 0.30655 + +2023-06-02 07:32:54,563 - testrun_e1726b98 - [INFO] - [Epoch 214]: Training Loss: 0.0013609, Valid MRR: 0.30769, + + + +2023-06-02 07:32:55,599 - testrun_e1726b98 - [INFO] - [E:215| 0]: Train Loss:0.0013586, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:34:37,202 - testrun_e1726b98 - [INFO] - [E:215| 100]: Train Loss:0.0013548, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:36:15,054 - testrun_e1726b98 - [INFO] - [E:215| 200]: Train Loss:0.0013578, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:37:54,938 - testrun_e1726b98 - [INFO] - [E:215| 300]: Train Loss:0.0013567, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:39:36,623 - testrun_e1726b98 - [INFO] - [E:215| 400]: Train Loss:0.0013571, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:41:12,839 - testrun_e1726b98 - [INFO] - [E:215| 500]: Train Loss:0.0013583, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:42:53,808 - testrun_e1726b98 - [INFO] - [E:215| 600]: Train Loss:0.0013583, Val MRR:0.30769, testrun_e1726b98 +2023-06-02 07:42:53,861 - testrun_e1726b98 - [INFO] - [Epoch:215]: Training Loss:0.001358 + +2023-06-02 07:42:54,295 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 07:43:14,003 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 07:43:31,507 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.39752, Head : 0.22019, Avg : 0.30886 + +2023-06-02 07:43:32,660 - testrun_e1726b98 - [INFO] - [Epoch 215]: Training Loss: 0.0013583, Valid MRR: 0.30886, + + + +2023-06-02 07:43:33,628 - testrun_e1726b98 - [INFO] - [E:216| 0]: Train Loss:0.0013146, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:45:12,974 - testrun_e1726b98 - [INFO] - [E:216| 100]: Train Loss:0.00136, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:46:54,760 - testrun_e1726b98 - [INFO] - [E:216| 200]: Train Loss:0.0013578, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:48:30,874 - testrun_e1726b98 - [INFO] - [E:216| 300]: Train Loss:0.0013594, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:50:12,589 - testrun_e1726b98 - [INFO] - [E:216| 400]: Train Loss:0.0013577, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:51:48,699 - testrun_e1726b98 - [INFO] - [E:216| 500]: Train Loss:0.0013574, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:53:29,428 - testrun_e1726b98 - [INFO] - [E:216| 600]: Train Loss:0.0013573, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:53:29,480 - testrun_e1726b98 - [INFO] - [Epoch:216]: Training Loss:0.001357 + +2023-06-02 07:53:29,863 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 07:53:49,600 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 07:54:09,072 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.39577, Head : 0.21988, Avg : 0.30782 + +2023-06-02 07:54:09,124 - testrun_e1726b98 - [INFO] - [Epoch 216]: Training Loss: 0.0013573, Valid MRR: 0.30886, + + + +2023-06-02 07:54:10,214 - testrun_e1726b98 - [INFO] - [E:217| 0]: Train Loss:0.0013326, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:55:46,476 - testrun_e1726b98 - [INFO] - [E:217| 100]: Train Loss:0.0013601, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:57:28,302 - testrun_e1726b98 - [INFO] - [E:217| 200]: Train Loss:0.0013561, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 07:59:04,545 - testrun_e1726b98 - [INFO] - [E:217| 300]: Train Loss:0.0013555, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:00:46,375 - testrun_e1726b98 - [INFO] - [E:217| 400]: Train Loss:0.0013539, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:02:22,474 - testrun_e1726b98 - [INFO] - [E:217| 500]: Train Loss:0.001354, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:04:03,410 - testrun_e1726b98 - [INFO] - [E:217| 600]: Train Loss:0.0013553, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:04:03,463 - testrun_e1726b98 - [INFO] - [Epoch:217]: Training Loss:0.001355 + +2023-06-02 08:04:03,843 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 08:04:23,622 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 08:04:43,081 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.39771, Head : 0.21956, Avg : 0.30864 + +2023-06-02 08:04:43,132 - testrun_e1726b98 - [INFO] - [Epoch 217]: Training Loss: 0.0013553, Valid MRR: 0.30886, + + + +2023-06-02 08:04:44,184 - testrun_e1726b98 - [INFO] - [E:218| 0]: Train Loss:0.0013892, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:06:20,373 - testrun_e1726b98 - [INFO] - [E:218| 100]: Train Loss:0.0013537, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:08:01,734 - testrun_e1726b98 - [INFO] - [E:218| 200]: Train Loss:0.0013551, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:09:39,498 - testrun_e1726b98 - [INFO] - [E:218| 300]: Train Loss:0.0013547, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:11:18,931 - testrun_e1726b98 - [INFO] - [E:218| 400]: Train Loss:0.0013547, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:13:00,687 - testrun_e1726b98 - [INFO] - [E:218| 500]: Train Loss:0.0013538, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:14:36,351 - testrun_e1726b98 - [INFO] - [E:218| 600]: Train Loss:0.0013533, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:14:36,404 - testrun_e1726b98 - [INFO] - [Epoch:218]: Training Loss:0.001353 + +2023-06-02 08:14:36,766 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 08:14:56,564 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 08:15:16,009 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.39473, Head : 0.22155, Avg : 0.30814 + +2023-06-02 08:15:16,061 - testrun_e1726b98 - [INFO] - [Epoch 218]: Training Loss: 0.0013533, Valid MRR: 0.30886, + + + +2023-06-02 08:15:17,110 - testrun_e1726b98 - [INFO] - [E:219| 0]: Train Loss:0.0013417, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:16:56,486 - testrun_e1726b98 - [INFO] - [E:219| 100]: Train Loss:0.0013562, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:18:35,321 - testrun_e1726b98 - [INFO] - [E:219| 200]: Train Loss:0.0013571, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:20:16,920 - testrun_e1726b98 - [INFO] - [E:219| 300]: Train Loss:0.0013543, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:21:53,248 - testrun_e1726b98 - [INFO] - [E:219| 400]: Train Loss:0.0013529, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:23:35,248 - testrun_e1726b98 - [INFO] - [E:219| 500]: Train Loss:0.0013518, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:25:10,796 - testrun_e1726b98 - [INFO] - [E:219| 600]: Train Loss:0.0013512, Val MRR:0.30886, testrun_e1726b98 +2023-06-02 08:25:10,847 - testrun_e1726b98 - [INFO] - [Epoch:219]: Training Loss:0.001351 + +2023-06-02 08:25:11,301 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 08:25:31,107 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 08:25:50,573 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.39675, Head : 0.22102, Avg : 0.30889 + MR: Tail : 111.01, Head : 614.93, Avg : 362.97 + Hit-1: Tail : 0.2923, Head : 0.1763, Avg : 0.2343 + Hit-3: Tail : 0.45707, Head : 0.21867, Avg : 0.33787 + Hit-10: Tail : 0.5778, Head : 0.30592, Avg : 0.44186 +2023-06-02 08:25:51,874 - testrun_e1726b98 - [INFO] - [Epoch 219]: Training Loss: 0.0013512, Valid MRR: 0.30889, + + + +2023-06-02 08:25:52,953 - testrun_e1726b98 - [INFO] - [E:220| 0]: Train Loss:0.0013595, Val MRR:0.30889, testrun_e1726b98 +2023-06-02 08:27:34,734 - testrun_e1726b98 - [INFO] - [E:220| 100]: Train Loss:0.0013453, Val MRR:0.30889, testrun_e1726b98 +2023-06-02 08:29:10,879 - testrun_e1726b98 - [INFO] - [E:220| 200]: Train Loss:0.0013478, Val MRR:0.30889, testrun_e1726b98 +2023-06-02 08:30:52,588 - testrun_e1726b98 - [INFO] - [E:220| 300]: Train Loss:0.0013467, Val MRR:0.30889, testrun_e1726b98 +2023-06-02 08:32:28,978 - testrun_e1726b98 - [INFO] - [E:220| 400]: Train Loss:0.0013476, Val MRR:0.30889, testrun_e1726b98 +2023-06-02 08:34:11,063 - testrun_e1726b98 - [INFO] - [E:220| 500]: Train Loss:0.0013497, Val MRR:0.30889, testrun_e1726b98 +2023-06-02 08:35:47,057 - testrun_e1726b98 - [INFO] - [E:220| 600]: Train Loss:0.0013501, Val MRR:0.30889, testrun_e1726b98 +2023-06-02 08:35:47,126 - testrun_e1726b98 - [INFO] - [Epoch:220]: Training Loss:0.00135 + +2023-06-02 08:35:47,470 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 08:36:07,286 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 08:36:26,725 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.39702, Head : 0.22133, Avg : 0.30918 + +2023-06-02 08:36:28,072 - testrun_e1726b98 - [INFO] - [Epoch 220]: Training Loss: 0.0013501, Valid MRR: 0.30918, + + + +2023-06-02 08:36:29,089 - testrun_e1726b98 - [INFO] - [E:221| 0]: Train Loss:0.0013265, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:38:10,708 - testrun_e1726b98 - [INFO] - [E:221| 100]: Train Loss:0.0013441, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:39:46,988 - testrun_e1726b98 - [INFO] - [E:221| 200]: Train Loss:0.0013452, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:41:28,798 - testrun_e1726b98 - [INFO] - [E:221| 300]: Train Loss:0.001344, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:43:05,495 - testrun_e1726b98 - [INFO] - [E:221| 400]: Train Loss:0.0013469, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:44:46,744 - testrun_e1726b98 - [INFO] - [E:221| 500]: Train Loss:0.0013483, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:46:26,644 - testrun_e1726b98 - [INFO] - [E:221| 600]: Train Loss:0.0013482, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:46:26,694 - testrun_e1726b98 - [INFO] - [Epoch:221]: Training Loss:0.001348 + +2023-06-02 08:46:27,049 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 08:46:43,881 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 08:47:02,153 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.39159, Head : 0.22136, Avg : 0.30648 + +2023-06-02 08:47:02,204 - testrun_e1726b98 - [INFO] - [Epoch 221]: Training Loss: 0.0013482, Valid MRR: 0.30918, + + + +2023-06-02 08:47:03,299 - testrun_e1726b98 - [INFO] - [E:222| 0]: Train Loss:0.0014273, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:48:45,086 - testrun_e1726b98 - [INFO] - [E:222| 100]: Train Loss:0.0013521, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:50:23,104 - testrun_e1726b98 - [INFO] - [E:222| 200]: Train Loss:0.0013483, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:52:02,940 - testrun_e1726b98 - [INFO] - [E:222| 300]: Train Loss:0.0013471, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:53:44,623 - testrun_e1726b98 - [INFO] - [E:222| 400]: Train Loss:0.0013461, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:55:20,944 - testrun_e1726b98 - [INFO] - [E:222| 500]: Train Loss:0.0013466, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:57:02,193 - testrun_e1726b98 - [INFO] - [E:222| 600]: Train Loss:0.0013461, Val MRR:0.30918, testrun_e1726b98 +2023-06-02 08:57:02,252 - testrun_e1726b98 - [INFO] - [Epoch:222]: Training Loss:0.001346 + +2023-06-02 08:57:02,629 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 08:57:22,478 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 08:57:39,681 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.39733, Head : 0.22217, Avg : 0.30975 + +2023-06-02 08:57:40,878 - testrun_e1726b98 - [INFO] - [Epoch 222]: Training Loss: 0.0013461, Valid MRR: 0.30975, + + + +2023-06-02 08:57:41,797 - testrun_e1726b98 - [INFO] - [E:223| 0]: Train Loss:0.0013205, Val MRR:0.30975, testrun_e1726b98 +2023-06-02 08:59:21,864 - testrun_e1726b98 - [INFO] - [E:223| 100]: Train Loss:0.0013483, Val MRR:0.30975, testrun_e1726b98 +2023-06-02 09:01:03,719 - testrun_e1726b98 - [INFO] - [E:223| 200]: Train Loss:0.0013422, Val MRR:0.30975, testrun_e1726b98 +2023-06-02 09:02:39,802 - testrun_e1726b98 - [INFO] - [E:223| 300]: Train Loss:0.0013414, Val MRR:0.30975, testrun_e1726b98 +2023-06-02 09:04:21,498 - testrun_e1726b98 - [INFO] - [E:223| 400]: Train Loss:0.0013436, Val MRR:0.30975, testrun_e1726b98 +2023-06-02 09:05:57,067 - testrun_e1726b98 - [INFO] - [E:223| 500]: Train Loss:0.001343, Val MRR:0.30975, testrun_e1726b98 +2023-06-02 09:07:38,032 - testrun_e1726b98 - [INFO] - [E:223| 600]: Train Loss:0.0013444, Val MRR:0.30975, testrun_e1726b98 +2023-06-02 09:07:38,083 - testrun_e1726b98 - [INFO] - [Epoch:223]: Training Loss:0.001344 + +2023-06-02 09:07:38,507 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 09:07:58,172 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 09:08:17,601 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.39741, Head : 0.223, Avg : 0.31021 + +2023-06-02 09:08:18,875 - testrun_e1726b98 - [INFO] - [Epoch 223]: Training Loss: 0.0013444, Valid MRR: 0.31021, + + + +2023-06-02 09:08:19,968 - testrun_e1726b98 - [INFO] - [E:224| 0]: Train Loss:0.0013777, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:09:56,271 - testrun_e1726b98 - [INFO] - [E:224| 100]: Train Loss:0.0013487, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:11:38,163 - testrun_e1726b98 - [INFO] - [E:224| 200]: Train Loss:0.0013433, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:13:14,420 - testrun_e1726b98 - [INFO] - [E:224| 300]: Train Loss:0.001344, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:14:56,276 - testrun_e1726b98 - [INFO] - [E:224| 400]: Train Loss:0.0013429, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:16:32,356 - testrun_e1726b98 - [INFO] - [E:224| 500]: Train Loss:0.0013433, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:18:13,254 - testrun_e1726b98 - [INFO] - [E:224| 600]: Train Loss:0.0013431, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:18:13,320 - testrun_e1726b98 - [INFO] - [Epoch:224]: Training Loss:0.001343 + +2023-06-02 09:18:13,800 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 09:18:33,644 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 09:18:53,128 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.39524, Head : 0.22322, Avg : 0.30923 + +2023-06-02 09:18:53,182 - testrun_e1726b98 - [INFO] - [Epoch 224]: Training Loss: 0.0013431, Valid MRR: 0.31021, + + + +2023-06-02 09:18:54,191 - testrun_e1726b98 - [INFO] - [E:225| 0]: Train Loss:0.0013823, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:20:30,469 - testrun_e1726b98 - [INFO] - [E:225| 100]: Train Loss:0.0013428, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:22:12,278 - testrun_e1726b98 - [INFO] - [E:225| 200]: Train Loss:0.001339, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:23:48,867 - testrun_e1726b98 - [INFO] - [E:225| 300]: Train Loss:0.001337, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:25:30,512 - testrun_e1726b98 - [INFO] - [E:225| 400]: Train Loss:0.0013398, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:27:10,906 - testrun_e1726b98 - [INFO] - [E:225| 500]: Train Loss:0.0013402, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:28:48,019 - testrun_e1726b98 - [INFO] - [E:225| 600]: Train Loss:0.001341, Val MRR:0.31021, testrun_e1726b98 +2023-06-02 09:28:48,075 - testrun_e1726b98 - [INFO] - [Epoch:225]: Training Loss:0.001341 + +2023-06-02 09:28:48,513 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 09:29:08,277 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 09:29:27,593 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.39858, Head : 0.22407, Avg : 0.31133 + +2023-06-02 09:29:28,806 - testrun_e1726b98 - [INFO] - [Epoch 225]: Training Loss: 0.001341, Valid MRR: 0.31133, + + + +2023-06-02 09:29:29,931 - testrun_e1726b98 - [INFO] - [E:226| 0]: Train Loss:0.001319, Val MRR:0.31133, testrun_e1726b98 +2023-06-02 09:31:07,143 - testrun_e1726b98 - [INFO] - [E:226| 100]: Train Loss:0.0013413, Val MRR:0.31133, testrun_e1726b98 +2023-06-02 09:32:47,899 - testrun_e1726b98 - [INFO] - [E:226| 200]: Train Loss:0.0013399, Val MRR:0.31133, testrun_e1726b98 +2023-06-02 09:34:28,734 - testrun_e1726b98 - [INFO] - [E:226| 300]: Train Loss:0.0013406, Val MRR:0.31133, testrun_e1726b98 +2023-06-02 09:36:05,907 - testrun_e1726b98 - [INFO] - [E:226| 400]: Train Loss:0.0013417, Val MRR:0.31133, testrun_e1726b98 +2023-06-02 09:37:47,410 - testrun_e1726b98 - [INFO] - [E:226| 500]: Train Loss:0.001341, Val MRR:0.31133, testrun_e1726b98 +2023-06-02 09:39:22,890 - testrun_e1726b98 - [INFO] - [E:226| 600]: Train Loss:0.0013393, Val MRR:0.31133, testrun_e1726b98 +2023-06-02 09:39:22,951 - testrun_e1726b98 - [INFO] - [Epoch:226]: Training Loss:0.001339 + +2023-06-02 09:39:23,303 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 09:39:43,049 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 09:40:02,368 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.40106, Head : 0.22446, Avg : 0.31276 + +2023-06-02 09:40:03,670 - testrun_e1726b98 - [INFO] - [Epoch 226]: Training Loss: 0.0013393, Valid MRR: 0.31276, + + + +2023-06-02 09:40:04,698 - testrun_e1726b98 - [INFO] - [E:227| 0]: Train Loss:0.0013651, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:41:46,301 - testrun_e1726b98 - [INFO] - [E:227| 100]: Train Loss:0.0013361, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:43:22,303 - testrun_e1726b98 - [INFO] - [E:227| 200]: Train Loss:0.0013375, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:45:04,073 - testrun_e1726b98 - [INFO] - [E:227| 300]: Train Loss:0.0013398, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:46:40,064 - testrun_e1726b98 - [INFO] - [E:227| 400]: Train Loss:0.0013391, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:48:21,685 - testrun_e1726b98 - [INFO] - [E:227| 500]: Train Loss:0.0013382, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:49:57,151 - testrun_e1726b98 - [INFO] - [E:227| 600]: Train Loss:0.0013376, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:49:57,202 - testrun_e1726b98 - [INFO] - [Epoch:227]: Training Loss:0.001338 + +2023-06-02 09:49:57,581 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 09:50:17,401 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 09:50:36,891 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.39639, Head : 0.22467, Avg : 0.31053 + +2023-06-02 09:50:36,989 - testrun_e1726b98 - [INFO] - [Epoch 227]: Training Loss: 0.0013376, Valid MRR: 0.31276, + + + +2023-06-02 09:50:38,163 - testrun_e1726b98 - [INFO] - [E:228| 0]: Train Loss:0.0013775, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:52:19,923 - testrun_e1726b98 - [INFO] - [E:228| 100]: Train Loss:0.0013387, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:53:56,154 - testrun_e1726b98 - [INFO] - [E:228| 200]: Train Loss:0.001341, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:55:37,907 - testrun_e1726b98 - [INFO] - [E:228| 300]: Train Loss:0.0013395, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:57:14,076 - testrun_e1726b98 - [INFO] - [E:228| 400]: Train Loss:0.0013391, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 09:58:55,578 - testrun_e1726b98 - [INFO] - [E:228| 500]: Train Loss:0.0013364, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:00:34,004 - testrun_e1726b98 - [INFO] - [E:228| 600]: Train Loss:0.001336, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:00:34,056 - testrun_e1726b98 - [INFO] - [Epoch:228]: Training Loss:0.001336 + +2023-06-02 10:00:34,409 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 10:00:51,426 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 10:01:10,948 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.39868, Head : 0.22329, Avg : 0.31099 + +2023-06-02 10:01:11,001 - testrun_e1726b98 - [INFO] - [Epoch 228]: Training Loss: 0.001336, Valid MRR: 0.31276, + + + +2023-06-02 10:01:12,110 - testrun_e1726b98 - [INFO] - [E:229| 0]: Train Loss:0.0013354, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:02:53,826 - testrun_e1726b98 - [INFO] - [E:229| 100]: Train Loss:0.0013362, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:04:30,383 - testrun_e1726b98 - [INFO] - [E:229| 200]: Train Loss:0.0013389, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:06:11,962 - testrun_e1726b98 - [INFO] - [E:229| 300]: Train Loss:0.0013374, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:07:52,256 - testrun_e1726b98 - [INFO] - [E:229| 400]: Train Loss:0.0013375, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:09:30,013 - testrun_e1726b98 - [INFO] - [E:229| 500]: Train Loss:0.0013361, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:11:11,035 - testrun_e1726b98 - [INFO] - [E:229| 600]: Train Loss:0.0013354, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:11:11,088 - testrun_e1726b98 - [INFO] - [Epoch:229]: Training Loss:0.001335 + +2023-06-02 10:11:11,422 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 10:11:30,389 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 10:11:46,955 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.39866, Head : 0.2247, Avg : 0.31168 + MR: Tail : 118.27, Head : 603.72, Avg : 360.99 + Hit-1: Tail : 0.29703, Head : 0.18033, Avg : 0.23868 + Hit-3: Tail : 0.45985, Head : 0.21992, Avg : 0.33989 + Hit-10: Tail : 0.57544, Head : 0.30967, Avg : 0.44255 +2023-06-02 10:11:47,010 - testrun_e1726b98 - [INFO] - [Epoch 229]: Training Loss: 0.0013354, Valid MRR: 0.31276, + + + +2023-06-02 10:11:47,933 - testrun_e1726b98 - [INFO] - [E:230| 0]: Train Loss:0.0012927, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:13:28,362 - testrun_e1726b98 - [INFO] - [E:230| 100]: Train Loss:0.001336, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:15:09,481 - testrun_e1726b98 - [INFO] - [E:230| 200]: Train Loss:0.0013337, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:16:46,276 - testrun_e1726b98 - [INFO] - [E:230| 300]: Train Loss:0.0013349, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:18:27,907 - testrun_e1726b98 - [INFO] - [E:230| 400]: Train Loss:0.0013345, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:20:03,971 - testrun_e1726b98 - [INFO] - [E:230| 500]: Train Loss:0.0013334, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:21:44,946 - testrun_e1726b98 - [INFO] - [E:230| 600]: Train Loss:0.0013326, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:21:44,997 - testrun_e1726b98 - [INFO] - [Epoch:230]: Training Loss:0.001333 + +2023-06-02 10:21:45,390 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 10:22:05,173 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 10:22:24,615 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.39485, Head : 0.2248, Avg : 0.30982 + +2023-06-02 10:22:24,665 - testrun_e1726b98 - [INFO] - [Epoch 230]: Training Loss: 0.0013326, Valid MRR: 0.31276, + + + +2023-06-02 10:22:25,720 - testrun_e1726b98 - [INFO] - [E:231| 0]: Train Loss:0.0013194, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:24:01,851 - testrun_e1726b98 - [INFO] - [E:231| 100]: Train Loss:0.0013263, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:25:43,336 - testrun_e1726b98 - [INFO] - [E:231| 200]: Train Loss:0.0013277, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:27:19,537 - testrun_e1726b98 - [INFO] - [E:231| 300]: Train Loss:0.0013299, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:29:01,162 - testrun_e1726b98 - [INFO] - [E:231| 400]: Train Loss:0.0013299, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:30:37,386 - testrun_e1726b98 - [INFO] - [E:231| 500]: Train Loss:0.0013298, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:32:18,194 - testrun_e1726b98 - [INFO] - [E:231| 600]: Train Loss:0.0013316, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:32:18,266 - testrun_e1726b98 - [INFO] - [Epoch:231]: Training Loss:0.001332 + +2023-06-02 10:32:18,742 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 10:32:38,543 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 10:32:57,976 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.39746, Head : 0.22433, Avg : 0.3109 + +2023-06-02 10:32:58,029 - testrun_e1726b98 - [INFO] - [Epoch 231]: Training Loss: 0.0013316, Valid MRR: 0.31276, + + + +2023-06-02 10:32:59,078 - testrun_e1726b98 - [INFO] - [E:232| 0]: Train Loss:0.0012791, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:34:34,645 - testrun_e1726b98 - [INFO] - [E:232| 100]: Train Loss:0.0013343, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:36:16,227 - testrun_e1726b98 - [INFO] - [E:232| 200]: Train Loss:0.0013318, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:37:52,633 - testrun_e1726b98 - [INFO] - [E:232| 300]: Train Loss:0.0013322, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:39:33,874 - testrun_e1726b98 - [INFO] - [E:232| 400]: Train Loss:0.0013305, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:41:14,087 - testrun_e1726b98 - [INFO] - [E:232| 500]: Train Loss:0.0013299, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:42:51,182 - testrun_e1726b98 - [INFO] - [E:232| 600]: Train Loss:0.0013304, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:42:51,244 - testrun_e1726b98 - [INFO] - [Epoch:232]: Training Loss:0.00133 + +2023-06-02 10:42:51,611 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 10:43:11,397 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 10:43:30,834 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.39341, Head : 0.22434, Avg : 0.30887 + +2023-06-02 10:43:30,885 - testrun_e1726b98 - [INFO] - [Epoch 232]: Training Loss: 0.0013304, Valid MRR: 0.31276, + + + +2023-06-02 10:43:31,915 - testrun_e1726b98 - [INFO] - [E:233| 0]: Train Loss:0.0012668, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:45:09,602 - testrun_e1726b98 - [INFO] - [E:233| 100]: Train Loss:0.0013223, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:46:49,893 - testrun_e1726b98 - [INFO] - [E:233| 200]: Train Loss:0.0013278, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:48:31,408 - testrun_e1726b98 - [INFO] - [E:233| 300]: Train Loss:0.0013272, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:50:07,857 - testrun_e1726b98 - [INFO] - [E:233| 400]: Train Loss:0.0013287, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:51:49,461 - testrun_e1726b98 - [INFO] - [E:233| 500]: Train Loss:0.0013281, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:53:24,696 - testrun_e1726b98 - [INFO] - [E:233| 600]: Train Loss:0.0013284, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:53:24,747 - testrun_e1726b98 - [INFO] - [Epoch:233]: Training Loss:0.001328 + +2023-06-02 10:53:25,139 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 10:53:44,954 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 10:54:04,544 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.39847, Head : 0.22547, Avg : 0.31197 + +2023-06-02 10:54:04,594 - testrun_e1726b98 - [INFO] - [Epoch 233]: Training Loss: 0.0013284, Valid MRR: 0.31276, + + + +2023-06-02 10:54:05,690 - testrun_e1726b98 - [INFO] - [E:234| 0]: Train Loss:0.0013663, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:55:47,324 - testrun_e1726b98 - [INFO] - [E:234| 100]: Train Loss:0.0013253, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:57:23,489 - testrun_e1726b98 - [INFO] - [E:234| 200]: Train Loss:0.0013228, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 10:59:05,103 - testrun_e1726b98 - [INFO] - [E:234| 300]: Train Loss:0.0013254, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:00:41,476 - testrun_e1726b98 - [INFO] - [E:234| 400]: Train Loss:0.0013282, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:02:23,304 - testrun_e1726b98 - [INFO] - [E:234| 500]: Train Loss:0.0013283, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:03:58,981 - testrun_e1726b98 - [INFO] - [E:234| 600]: Train Loss:0.0013276, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:03:59,034 - testrun_e1726b98 - [INFO] - [Epoch:234]: Training Loss:0.001328 + +2023-06-02 11:03:59,406 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 11:04:19,183 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 11:04:38,611 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.39915, Head : 0.2242, Avg : 0.31167 + +2023-06-02 11:04:38,663 - testrun_e1726b98 - [INFO] - [Epoch 234]: Training Loss: 0.0013276, Valid MRR: 0.31276, + + + +2023-06-02 11:04:39,741 - testrun_e1726b98 - [INFO] - [E:235| 0]: Train Loss:0.0013007, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:06:21,378 - testrun_e1726b98 - [INFO] - [E:235| 100]: Train Loss:0.0013291, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:07:57,618 - testrun_e1726b98 - [INFO] - [E:235| 200]: Train Loss:0.0013251, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:09:39,233 - testrun_e1726b98 - [INFO] - [E:235| 300]: Train Loss:0.0013222, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:11:15,490 - testrun_e1726b98 - [INFO] - [E:235| 400]: Train Loss:0.0013246, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:12:57,054 - testrun_e1726b98 - [INFO] - [E:235| 500]: Train Loss:0.0013261, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:14:36,368 - testrun_e1726b98 - [INFO] - [E:235| 600]: Train Loss:0.0013255, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:14:36,426 - testrun_e1726b98 - [INFO] - [Epoch:235]: Training Loss:0.001326 + +2023-06-02 11:14:36,778 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 11:14:53,621 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 11:15:12,375 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.39863, Head : 0.22495, Avg : 0.31179 + +2023-06-02 11:15:12,449 - testrun_e1726b98 - [INFO] - [Epoch 235]: Training Loss: 0.0013255, Valid MRR: 0.31276, + + + +2023-06-02 11:15:13,501 - testrun_e1726b98 - [INFO] - [E:236| 0]: Train Loss:0.0013259, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:16:55,094 - testrun_e1726b98 - [INFO] - [E:236| 100]: Train Loss:0.0013239, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:18:32,519 - testrun_e1726b98 - [INFO] - [E:236| 200]: Train Loss:0.0013228, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:20:12,707 - testrun_e1726b98 - [INFO] - [E:236| 300]: Train Loss:0.0013223, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:21:53,979 - testrun_e1726b98 - [INFO] - [E:236| 400]: Train Loss:0.0013234, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:23:30,640 - testrun_e1726b98 - [INFO] - [E:236| 500]: Train Loss:0.001324, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:25:11,487 - testrun_e1726b98 - [INFO] - [E:236| 600]: Train Loss:0.0013241, Val MRR:0.31276, testrun_e1726b98 +2023-06-02 11:25:11,550 - testrun_e1726b98 - [INFO] - [Epoch:236]: Training Loss:0.001324 + +2023-06-02 11:25:11,937 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 11:25:31,564 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 11:25:48,534 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.40038, Head : 0.22557, Avg : 0.31297 + +2023-06-02 11:25:50,117 - testrun_e1726b98 - [INFO] - [Epoch 236]: Training Loss: 0.0013241, Valid MRR: 0.31297, + + + +2023-06-02 11:25:51,058 - testrun_e1726b98 - [INFO] - [E:237| 0]: Train Loss:0.0012741, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:27:31,558 - testrun_e1726b98 - [INFO] - [E:237| 100]: Train Loss:0.0013206, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:29:12,533 - testrun_e1726b98 - [INFO] - [E:237| 200]: Train Loss:0.0013205, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:30:49,133 - testrun_e1726b98 - [INFO] - [E:237| 300]: Train Loss:0.0013219, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:32:30,832 - testrun_e1726b98 - [INFO] - [E:237| 400]: Train Loss:0.001322, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:34:06,901 - testrun_e1726b98 - [INFO] - [E:237| 500]: Train Loss:0.0013221, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:35:47,753 - testrun_e1726b98 - [INFO] - [E:237| 600]: Train Loss:0.0013225, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:35:47,810 - testrun_e1726b98 - [INFO] - [Epoch:237]: Training Loss:0.001323 + +2023-06-02 11:35:48,265 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 11:36:08,070 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 11:36:27,544 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.39523, Head : 0.22648, Avg : 0.31086 + +2023-06-02 11:36:27,596 - testrun_e1726b98 - [INFO] - [Epoch 237]: Training Loss: 0.0013225, Valid MRR: 0.31297, + + + +2023-06-02 11:36:28,651 - testrun_e1726b98 - [INFO] - [E:238| 0]: Train Loss:0.0013538, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:38:04,881 - testrun_e1726b98 - [INFO] - [E:238| 100]: Train Loss:0.0013168, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:39:46,676 - testrun_e1726b98 - [INFO] - [E:238| 200]: Train Loss:0.0013221, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:41:22,638 - testrun_e1726b98 - [INFO] - [E:238| 300]: Train Loss:0.0013205, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:43:04,281 - testrun_e1726b98 - [INFO] - [E:238| 400]: Train Loss:0.0013196, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:44:40,324 - testrun_e1726b98 - [INFO] - [E:238| 500]: Train Loss:0.0013206, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:46:20,918 - testrun_e1726b98 - [INFO] - [E:238| 600]: Train Loss:0.0013219, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:46:20,969 - testrun_e1726b98 - [INFO] - [Epoch:238]: Training Loss:0.001322 + +2023-06-02 11:46:21,350 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 11:46:40,992 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 11:47:00,399 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.39893, Head : 0.22595, Avg : 0.31244 + +2023-06-02 11:47:00,450 - testrun_e1726b98 - [INFO] - [Epoch 238]: Training Loss: 0.0013219, Valid MRR: 0.31297, + + + +2023-06-02 11:47:01,520 - testrun_e1726b98 - [INFO] - [E:239| 0]: Train Loss:0.0013231, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:48:37,490 - testrun_e1726b98 - [INFO] - [E:239| 100]: Train Loss:0.0013179, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:50:19,124 - testrun_e1726b98 - [INFO] - [E:239| 200]: Train Loss:0.0013186, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:51:55,657 - testrun_e1726b98 - [INFO] - [E:239| 300]: Train Loss:0.0013189, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:53:37,053 - testrun_e1726b98 - [INFO] - [E:239| 400]: Train Loss:0.0013198, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:55:17,413 - testrun_e1726b98 - [INFO] - [E:239| 500]: Train Loss:0.0013192, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:56:54,247 - testrun_e1726b98 - [INFO] - [E:239| 600]: Train Loss:0.0013197, Val MRR:0.31297, testrun_e1726b98 +2023-06-02 11:56:54,297 - testrun_e1726b98 - [INFO] - [Epoch:239]: Training Loss:0.00132 + +2023-06-02 11:56:54,633 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 11:57:14,362 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 11:57:33,791 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.40063, Head : 0.22588, Avg : 0.31326 + MR: Tail : 122.3, Head : 622.21, Avg : 372.25 + Hit-1: Tail : 0.29869, Head : 0.18116, Avg : 0.23993 + Hit-3: Tail : 0.45999, Head : 0.22228, Avg : 0.34114 + Hit-10: Tail : 0.57836, Head : 0.31453, Avg : 0.44644 +2023-06-02 11:57:35,472 - testrun_e1726b98 - [INFO] - [Epoch 239]: Training Loss: 0.0013197, Valid MRR: 0.31326, + + + +2023-06-02 11:57:36,482 - testrun_e1726b98 - [INFO] - [E:240| 0]: Train Loss:0.0013104, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 11:59:13,619 - testrun_e1726b98 - [INFO] - [E:240| 100]: Train Loss:0.0013128, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:00:54,073 - testrun_e1726b98 - [INFO] - [E:240| 200]: Train Loss:0.0013154, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:02:34,779 - testrun_e1726b98 - [INFO] - [E:240| 300]: Train Loss:0.0013163, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:04:11,951 - testrun_e1726b98 - [INFO] - [E:240| 400]: Train Loss:0.0013179, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:05:53,275 - testrun_e1726b98 - [INFO] - [E:240| 500]: Train Loss:0.001319, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:07:28,645 - testrun_e1726b98 - [INFO] - [E:240| 600]: Train Loss:0.0013187, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:07:28,716 - testrun_e1726b98 - [INFO] - [Epoch:240]: Training Loss:0.001319 + +2023-06-02 12:07:29,087 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 12:07:48,865 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 12:08:08,294 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.39994, Head : 0.22638, Avg : 0.31316 + +2023-06-02 12:08:08,344 - testrun_e1726b98 - [INFO] - [Epoch 240]: Training Loss: 0.0013187, Valid MRR: 0.31326, + + + +2023-06-02 12:08:09,399 - testrun_e1726b98 - [INFO] - [E:241| 0]: Train Loss:0.0013498, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:09:50,898 - testrun_e1726b98 - [INFO] - [E:241| 100]: Train Loss:0.0013211, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:11:26,901 - testrun_e1726b98 - [INFO] - [E:241| 200]: Train Loss:0.0013223, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:13:08,374 - testrun_e1726b98 - [INFO] - [E:241| 300]: Train Loss:0.0013207, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:14:44,379 - testrun_e1726b98 - [INFO] - [E:241| 400]: Train Loss:0.0013201, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:16:25,655 - testrun_e1726b98 - [INFO] - [E:241| 500]: Train Loss:0.0013178, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:18:00,937 - testrun_e1726b98 - [INFO] - [E:241| 600]: Train Loss:0.0013177, Val MRR:0.31326, testrun_e1726b98 +2023-06-02 12:18:01,002 - testrun_e1726b98 - [INFO] - [Epoch:241]: Training Loss:0.001318 + +2023-06-02 12:18:01,372 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 12:18:21,139 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 12:18:40,567 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.40155, Head : 0.22572, Avg : 0.31363 + +2023-06-02 12:18:42,355 - testrun_e1726b98 - [INFO] - [Epoch 241]: Training Loss: 0.0013177, Valid MRR: 0.31363, + + + +2023-06-02 12:18:43,409 - testrun_e1726b98 - [INFO] - [E:242| 0]: Train Loss:0.0013095, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:20:24,979 - testrun_e1726b98 - [INFO] - [E:242| 100]: Train Loss:0.0013154, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:22:01,108 - testrun_e1726b98 - [INFO] - [E:242| 200]: Train Loss:0.001318, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:23:42,377 - testrun_e1726b98 - [INFO] - [E:242| 300]: Train Loss:0.001316, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:25:18,417 - testrun_e1726b98 - [INFO] - [E:242| 400]: Train Loss:0.0013148, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:26:59,707 - testrun_e1726b98 - [INFO] - [E:242| 500]: Train Loss:0.0013157, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:28:38,106 - testrun_e1726b98 - [INFO] - [E:242| 600]: Train Loss:0.0013163, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:28:38,164 - testrun_e1726b98 - [INFO] - [Epoch:242]: Training Loss:0.001316 + +2023-06-02 12:28:38,514 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 12:28:55,489 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 12:29:14,884 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.3963, Head : 0.22583, Avg : 0.31107 + +2023-06-02 12:29:14,934 - testrun_e1726b98 - [INFO] - [Epoch 242]: Training Loss: 0.0013163, Valid MRR: 0.31363, + + + +2023-06-02 12:29:15,975 - testrun_e1726b98 - [INFO] - [E:243| 0]: Train Loss:0.0013247, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:30:57,475 - testrun_e1726b98 - [INFO] - [E:243| 100]: Train Loss:0.001316, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:32:33,840 - testrun_e1726b98 - [INFO] - [E:243| 200]: Train Loss:0.0013172, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:34:15,609 - testrun_e1726b98 - [INFO] - [E:243| 300]: Train Loss:0.0013183, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:35:55,878 - testrun_e1726b98 - [INFO] - [E:243| 400]: Train Loss:0.0013161, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:37:34,101 - testrun_e1726b98 - [INFO] - [E:243| 500]: Train Loss:0.0013162, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:39:15,478 - testrun_e1726b98 - [INFO] - [E:243| 600]: Train Loss:0.0013157, Val MRR:0.31363, testrun_e1726b98 +2023-06-02 12:39:15,530 - testrun_e1726b98 - [INFO] - [Epoch:243]: Training Loss:0.001316 + +2023-06-02 12:39:15,863 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 12:39:34,409 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 12:39:51,076 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.40352, Head : 0.22643, Avg : 0.31497 + +2023-06-02 12:39:52,555 - testrun_e1726b98 - [INFO] - [Epoch 243]: Training Loss: 0.0013157, Valid MRR: 0.31497, + + + +2023-06-02 12:39:53,695 - testrun_e1726b98 - [INFO] - [E:244| 0]: Train Loss:0.001296, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:41:35,902 - testrun_e1726b98 - [INFO] - [E:244| 100]: Train Loss:0.0013164, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:43:15,387 - testrun_e1726b98 - [INFO] - [E:244| 200]: Train Loss:0.0013127, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:44:54,198 - testrun_e1726b98 - [INFO] - [E:244| 300]: Train Loss:0.0013144, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:46:36,049 - testrun_e1726b98 - [INFO] - [E:244| 400]: Train Loss:0.0013136, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:48:12,225 - testrun_e1726b98 - [INFO] - [E:244| 500]: Train Loss:0.001313, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:49:53,445 - testrun_e1726b98 - [INFO] - [E:244| 600]: Train Loss:0.0013133, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:49:53,509 - testrun_e1726b98 - [INFO] - [Epoch:244]: Training Loss:0.001313 + +2023-06-02 12:49:53,850 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 12:50:13,657 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 12:50:31,680 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.39748, Head : 0.22588, Avg : 0.31168 + +2023-06-02 12:50:31,735 - testrun_e1726b98 - [INFO] - [Epoch 244]: Training Loss: 0.0013133, Valid MRR: 0.31497, + + + +2023-06-02 12:50:32,641 - testrun_e1726b98 - [INFO] - [E:245| 0]: Train Loss:0.0012958, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:52:10,902 - testrun_e1726b98 - [INFO] - [E:245| 100]: Train Loss:0.0013091, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:53:52,585 - testrun_e1726b98 - [INFO] - [E:245| 200]: Train Loss:0.0013092, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:55:28,812 - testrun_e1726b98 - [INFO] - [E:245| 300]: Train Loss:0.0013098, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:57:10,525 - testrun_e1726b98 - [INFO] - [E:245| 400]: Train Loss:0.0013116, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 12:58:46,738 - testrun_e1726b98 - [INFO] - [E:245| 500]: Train Loss:0.0013115, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:00:27,940 - testrun_e1726b98 - [INFO] - [E:245| 600]: Train Loss:0.0013119, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:00:27,992 - testrun_e1726b98 - [INFO] - [Epoch:245]: Training Loss:0.001312 + +2023-06-02 13:00:28,428 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 13:00:48,236 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 13:01:07,722 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.40336, Head : 0.22648, Avg : 0.31492 + +2023-06-02 13:01:07,774 - testrun_e1726b98 - [INFO] - [Epoch 245]: Training Loss: 0.0013119, Valid MRR: 0.31497, + + + +2023-06-02 13:01:08,804 - testrun_e1726b98 - [INFO] - [E:246| 0]: Train Loss:0.0013201, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:02:45,008 - testrun_e1726b98 - [INFO] - [E:246| 100]: Train Loss:0.0013116, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:04:26,755 - testrun_e1726b98 - [INFO] - [E:246| 200]: Train Loss:0.0013092, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:06:02,947 - testrun_e1726b98 - [INFO] - [E:246| 300]: Train Loss:0.00131, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:07:44,776 - testrun_e1726b98 - [INFO] - [E:246| 400]: Train Loss:0.0013113, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:09:21,106 - testrun_e1726b98 - [INFO] - [E:246| 500]: Train Loss:0.0013104, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:11:02,082 - testrun_e1726b98 - [INFO] - [E:246| 600]: Train Loss:0.0013108, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:11:02,136 - testrun_e1726b98 - [INFO] - [Epoch:246]: Training Loss:0.001311 + +2023-06-02 13:11:02,578 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 13:11:22,216 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 13:11:41,688 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.39917, Head : 0.2266, Avg : 0.31288 + +2023-06-02 13:11:41,754 - testrun_e1726b98 - [INFO] - [Epoch 246]: Training Loss: 0.0013108, Valid MRR: 0.31497, + + + +2023-06-02 13:11:42,840 - testrun_e1726b98 - [INFO] - [E:247| 0]: Train Loss:0.0013157, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:13:19,016 - testrun_e1726b98 - [INFO] - [E:247| 100]: Train Loss:0.0013077, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:15:00,781 - testrun_e1726b98 - [INFO] - [E:247| 200]: Train Loss:0.0013096, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:16:37,750 - testrun_e1726b98 - [INFO] - [E:247| 300]: Train Loss:0.0013093, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:18:18,975 - testrun_e1726b98 - [INFO] - [E:247| 400]: Train Loss:0.0013093, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:19:59,361 - testrun_e1726b98 - [INFO] - [E:247| 500]: Train Loss:0.001309, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:21:36,388 - testrun_e1726b98 - [INFO] - [E:247| 600]: Train Loss:0.0013094, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:21:36,440 - testrun_e1726b98 - [INFO] - [Epoch:247]: Training Loss:0.001309 + +2023-06-02 13:21:36,784 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 13:21:56,567 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 13:22:16,103 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.39962, Head : 0.22545, Avg : 0.31253 + +2023-06-02 13:22:16,154 - testrun_e1726b98 - [INFO] - [Epoch 247]: Training Loss: 0.0013094, Valid MRR: 0.31497, + + + +2023-06-02 13:22:17,265 - testrun_e1726b98 - [INFO] - [E:248| 0]: Train Loss:0.0012802, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:23:54,896 - testrun_e1726b98 - [INFO] - [E:248| 100]: Train Loss:0.0013072, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:25:35,293 - testrun_e1726b98 - [INFO] - [E:248| 200]: Train Loss:0.0013081, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:27:16,480 - testrun_e1726b98 - [INFO] - [E:248| 300]: Train Loss:0.0013083, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:28:53,445 - testrun_e1726b98 - [INFO] - [E:248| 400]: Train Loss:0.0013083, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:30:35,246 - testrun_e1726b98 - [INFO] - [E:248| 500]: Train Loss:0.0013089, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:32:10,926 - testrun_e1726b98 - [INFO] - [E:248| 600]: Train Loss:0.0013084, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:32:10,977 - testrun_e1726b98 - [INFO] - [Epoch:248]: Training Loss:0.001308 + +2023-06-02 13:32:11,317 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 13:32:31,126 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 13:32:50,679 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.39908, Head : 0.22666, Avg : 0.31287 + +2023-06-02 13:32:50,730 - testrun_e1726b98 - [INFO] - [Epoch 248]: Training Loss: 0.0013084, Valid MRR: 0.31497, + + + +2023-06-02 13:32:51,803 - testrun_e1726b98 - [INFO] - [E:249| 0]: Train Loss:0.0013049, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:34:33,802 - testrun_e1726b98 - [INFO] - [E:249| 100]: Train Loss:0.0013091, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:36:10,272 - testrun_e1726b98 - [INFO] - [E:249| 200]: Train Loss:0.0013064, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:37:52,226 - testrun_e1726b98 - [INFO] - [E:249| 300]: Train Loss:0.0013066, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:39:28,505 - testrun_e1726b98 - [INFO] - [E:249| 400]: Train Loss:0.0013076, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:41:10,327 - testrun_e1726b98 - [INFO] - [E:249| 500]: Train Loss:0.0013067, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:42:45,827 - testrun_e1726b98 - [INFO] - [E:249| 600]: Train Loss:0.0013071, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:42:45,879 - testrun_e1726b98 - [INFO] - [Epoch:249]: Training Loss:0.001307 + +2023-06-02 13:42:46,292 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 13:43:06,038 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 13:43:25,434 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.39611, Head : 0.22626, Avg : 0.31119 + MR: Tail : 123.89, Head : 616.06, Avg : 369.97 + Hit-1: Tail : 0.29147, Head : 0.18074, Avg : 0.23611 + Hit-3: Tail : 0.45693, Head : 0.22617, Avg : 0.34155 + Hit-10: Tail : 0.58572, Head : 0.31203, Avg : 0.44887 +2023-06-02 13:43:25,506 - testrun_e1726b98 - [INFO] - [Epoch 249]: Training Loss: 0.0013071, Valid MRR: 0.31497, + + + +2023-06-02 13:43:26,559 - testrun_e1726b98 - [INFO] - [E:250| 0]: Train Loss:0.001353, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:45:08,174 - testrun_e1726b98 - [INFO] - [E:250| 100]: Train Loss:0.0013149, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:46:44,103 - testrun_e1726b98 - [INFO] - [E:250| 200]: Train Loss:0.0013094, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:48:25,322 - testrun_e1726b98 - [INFO] - [E:250| 300]: Train Loss:0.0013066, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:50:01,449 - testrun_e1726b98 - [INFO] - [E:250| 400]: Train Loss:0.0013075, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:51:43,056 - testrun_e1726b98 - [INFO] - [E:250| 500]: Train Loss:0.001306, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:53:20,879 - testrun_e1726b98 - [INFO] - [E:250| 600]: Train Loss:0.0013058, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:53:20,942 - testrun_e1726b98 - [INFO] - [Epoch:250]: Training Loss:0.001306 + +2023-06-02 13:53:21,288 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 13:53:38,754 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 13:53:58,114 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.40216, Head : 0.22625, Avg : 0.3142 + +2023-06-02 13:53:58,166 - testrun_e1726b98 - [INFO] - [Epoch 250]: Training Loss: 0.0013058, Valid MRR: 0.31497, + + + +2023-06-02 13:53:59,191 - testrun_e1726b98 - [INFO] - [E:251| 0]: Train Loss:0.0012673, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:55:40,475 - testrun_e1726b98 - [INFO] - [E:251| 100]: Train Loss:0.0013022, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:57:16,449 - testrun_e1726b98 - [INFO] - [E:251| 200]: Train Loss:0.0013051, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 13:58:57,790 - testrun_e1726b98 - [INFO] - [E:251| 300]: Train Loss:0.0013077, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:00:37,578 - testrun_e1726b98 - [INFO] - [E:251| 400]: Train Loss:0.0013057, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:02:15,324 - testrun_e1726b98 - [INFO] - [E:251| 500]: Train Loss:0.0013048, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:03:55,871 - testrun_e1726b98 - [INFO] - [E:251| 600]: Train Loss:0.0013051, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:03:55,922 - testrun_e1726b98 - [INFO] - [Epoch:251]: Training Loss:0.001305 + +2023-06-02 14:03:56,256 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 14:04:15,170 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 14:04:31,737 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.40013, Head : 0.22581, Avg : 0.31297 + +2023-06-02 14:04:31,788 - testrun_e1726b98 - [INFO] - [Epoch 251]: Training Loss: 0.0013051, Valid MRR: 0.31497, + + + +2023-06-02 14:04:32,695 - testrun_e1726b98 - [INFO] - [E:252| 0]: Train Loss:0.0013125, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:06:12,699 - testrun_e1726b98 - [INFO] - [E:252| 100]: Train Loss:0.0013049, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:07:53,888 - testrun_e1726b98 - [INFO] - [E:252| 200]: Train Loss:0.0013055, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:09:30,244 - testrun_e1726b98 - [INFO] - [E:252| 300]: Train Loss:0.0013045, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:11:11,473 - testrun_e1726b98 - [INFO] - [E:252| 400]: Train Loss:0.0013033, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:12:47,428 - testrun_e1726b98 - [INFO] - [E:252| 500]: Train Loss:0.0013027, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:14:27,974 - testrun_e1726b98 - [INFO] - [E:252| 600]: Train Loss:0.001304, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:14:28,026 - testrun_e1726b98 - [INFO] - [Epoch:252]: Training Loss:0.001304 + +2023-06-02 14:14:28,362 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 14:14:48,040 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 14:15:07,453 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.39565, Head : 0.22704, Avg : 0.31135 + +2023-06-02 14:15:07,506 - testrun_e1726b98 - [INFO] - [Epoch 252]: Training Loss: 0.001304, Valid MRR: 0.31497, + + + +2023-06-02 14:15:08,593 - testrun_e1726b98 - [INFO] - [E:253| 0]: Train Loss:0.0012741, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:16:44,565 - testrun_e1726b98 - [INFO] - [E:253| 100]: Train Loss:0.0013003, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:18:25,907 - testrun_e1726b98 - [INFO] - [E:253| 200]: Train Loss:0.0013034, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:20:01,733 - testrun_e1726b98 - [INFO] - [E:253| 300]: Train Loss:0.0013035, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:21:42,820 - testrun_e1726b98 - [INFO] - [E:253| 400]: Train Loss:0.0013037, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:23:18,629 - testrun_e1726b98 - [INFO] - [E:253| 500]: Train Loss:0.0013025, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:24:59,316 - testrun_e1726b98 - [INFO] - [E:253| 600]: Train Loss:0.0013032, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:24:59,367 - testrun_e1726b98 - [INFO] - [Epoch:253]: Training Loss:0.001303 + +2023-06-02 14:24:59,701 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 14:25:19,321 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 14:25:38,695 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.39953, Head : 0.22684, Avg : 0.31318 + +2023-06-02 14:25:38,747 - testrun_e1726b98 - [INFO] - [Epoch 253]: Training Loss: 0.0013032, Valid MRR: 0.31497, + + + +2023-06-02 14:25:39,770 - testrun_e1726b98 - [INFO] - [E:254| 0]: Train Loss:0.0012622, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:27:15,507 - testrun_e1726b98 - [INFO] - [E:254| 100]: Train Loss:0.0013031, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:28:56,733 - testrun_e1726b98 - [INFO] - [E:254| 200]: Train Loss:0.0013, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:30:33,656 - testrun_e1726b98 - [INFO] - [E:254| 300]: Train Loss:0.0013024, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:32:14,374 - testrun_e1726b98 - [INFO] - [E:254| 400]: Train Loss:0.0013022, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:33:55,256 - testrun_e1726b98 - [INFO] - [E:254| 500]: Train Loss:0.0013026, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:35:31,356 - testrun_e1726b98 - [INFO] - [E:254| 600]: Train Loss:0.001302, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:35:31,424 - testrun_e1726b98 - [INFO] - [Epoch:254]: Training Loss:0.001302 + +2023-06-02 14:35:31,807 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 14:35:51,390 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 14:36:10,715 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.40114, Head : 0.22668, Avg : 0.31391 + +2023-06-02 14:36:10,766 - testrun_e1726b98 - [INFO] - [Epoch 254]: Training Loss: 0.001302, Valid MRR: 0.31497, + + + +2023-06-02 14:36:11,788 - testrun_e1726b98 - [INFO] - [E:255| 0]: Train Loss:0.0012912, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:37:49,958 - testrun_e1726b98 - [INFO] - [E:255| 100]: Train Loss:0.0013045, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:39:28,833 - testrun_e1726b98 - [INFO] - [E:255| 200]: Train Loss:0.0013016, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:41:10,022 - testrun_e1726b98 - [INFO] - [E:255| 300]: Train Loss:0.0013004, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:42:45,860 - testrun_e1726b98 - [INFO] - [E:255| 400]: Train Loss:0.0012996, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:44:27,268 - testrun_e1726b98 - [INFO] - [E:255| 500]: Train Loss:0.0012999, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:46:02,526 - testrun_e1726b98 - [INFO] - [E:255| 600]: Train Loss:0.0013003, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:46:02,585 - testrun_e1726b98 - [INFO] - [Epoch:255]: Training Loss:0.0013 + +2023-06-02 14:46:02,950 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 14:46:22,633 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 14:46:42,018 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.40246, Head : 0.22701, Avg : 0.31473 + +2023-06-02 14:46:42,070 - testrun_e1726b98 - [INFO] - [Epoch 255]: Training Loss: 0.0013003, Valid MRR: 0.31497, + + + +2023-06-02 14:46:43,147 - testrun_e1726b98 - [INFO] - [E:256| 0]: Train Loss:0.0012708, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:48:24,463 - testrun_e1726b98 - [INFO] - [E:256| 100]: Train Loss:0.0012968, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:50:00,306 - testrun_e1726b98 - [INFO] - [E:256| 200]: Train Loss:0.0012985, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:51:41,555 - testrun_e1726b98 - [INFO] - [E:256| 300]: Train Loss:0.0013004, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:53:17,086 - testrun_e1726b98 - [INFO] - [E:256| 400]: Train Loss:0.0013005, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:54:58,139 - testrun_e1726b98 - [INFO] - [E:256| 500]: Train Loss:0.0012995, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:56:34,316 - testrun_e1726b98 - [INFO] - [E:256| 600]: Train Loss:0.0012992, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:56:34,367 - testrun_e1726b98 - [INFO] - [Epoch:256]: Training Loss:0.001299 + +2023-06-02 14:56:34,718 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 14:56:53,653 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 14:57:13,011 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.39877, Head : 0.22655, Avg : 0.31266 + +2023-06-02 14:57:13,063 - testrun_e1726b98 - [INFO] - [Epoch 256]: Training Loss: 0.0012992, Valid MRR: 0.31497, + + + +2023-06-02 14:57:14,124 - testrun_e1726b98 - [INFO] - [E:257| 0]: Train Loss:0.0013328, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 14:58:55,234 - testrun_e1726b98 - [INFO] - [E:257| 100]: Train Loss:0.0012936, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:00:31,068 - testrun_e1726b98 - [INFO] - [E:257| 200]: Train Loss:0.0012951, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:02:12,258 - testrun_e1726b98 - [INFO] - [E:257| 300]: Train Loss:0.0012969, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:03:50,503 - testrun_e1726b98 - [INFO] - [E:257| 400]: Train Loss:0.0012994, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:05:29,651 - testrun_e1726b98 - [INFO] - [E:257| 500]: Train Loss:0.0012992, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:07:10,244 - testrun_e1726b98 - [INFO] - [E:257| 600]: Train Loss:0.0012983, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:07:10,298 - testrun_e1726b98 - [INFO] - [Epoch:257]: Training Loss:0.001298 + +2023-06-02 15:07:10,655 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 15:07:28,075 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 15:07:44,637 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.39435, Head : 0.2264, Avg : 0.31037 + +2023-06-02 15:07:44,688 - testrun_e1726b98 - [INFO] - [Epoch 257]: Training Loss: 0.0012983, Valid MRR: 0.31497, + + + +2023-06-02 15:07:45,788 - testrun_e1726b98 - [INFO] - [E:258| 0]: Train Loss:0.0012711, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:09:27,321 - testrun_e1726b98 - [INFO] - [E:258| 100]: Train Loss:0.0012909, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:11:06,796 - testrun_e1726b98 - [INFO] - [E:258| 200]: Train Loss:0.0012931, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:12:44,785 - testrun_e1726b98 - [INFO] - [E:258| 300]: Train Loss:0.001295, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:14:26,078 - testrun_e1726b98 - [INFO] - [E:258| 400]: Train Loss:0.0012962, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:16:02,041 - testrun_e1726b98 - [INFO] - [E:258| 500]: Train Loss:0.0012965, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:17:42,595 - testrun_e1726b98 - [INFO] - [E:258| 600]: Train Loss:0.0012972, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:17:42,648 - testrun_e1726b98 - [INFO] - [Epoch:258]: Training Loss:0.001297 + +2023-06-02 15:17:43,052 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 15:18:02,801 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 15:18:21,786 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.40103, Head : 0.22752, Avg : 0.31427 + +2023-06-02 15:18:21,837 - testrun_e1726b98 - [INFO] - [Epoch 258]: Training Loss: 0.0012972, Valid MRR: 0.31497, + + + +2023-06-02 15:18:22,751 - testrun_e1726b98 - [INFO] - [E:259| 0]: Train Loss:0.0012898, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:19:59,479 - testrun_e1726b98 - [INFO] - [E:259| 100]: Train Loss:0.0012942, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:21:40,877 - testrun_e1726b98 - [INFO] - [E:259| 200]: Train Loss:0.0012964, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:23:16,807 - testrun_e1726b98 - [INFO] - [E:259| 300]: Train Loss:0.0012962, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:24:58,158 - testrun_e1726b98 - [INFO] - [E:259| 400]: Train Loss:0.0012963, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:26:33,802 - testrun_e1726b98 - [INFO] - [E:259| 500]: Train Loss:0.0012955, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:28:14,487 - testrun_e1726b98 - [INFO] - [E:259| 600]: Train Loss:0.0012967, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:28:14,538 - testrun_e1726b98 - [INFO] - [Epoch:259]: Training Loss:0.001297 + +2023-06-02 15:28:14,995 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 15:28:34,672 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 15:28:53,951 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.3994, Head : 0.22777, Avg : 0.31359 + MR: Tail : 127.4, Head : 632.46, Avg : 379.93 + Hit-1: Tail : 0.29508, Head : 0.18172, Avg : 0.2384 + Hit-3: Tail : 0.45721, Head : 0.22242, Avg : 0.33982 + Hit-10: Tail : 0.58877, Head : 0.31884, Avg : 0.45381 +2023-06-02 15:28:54,005 - testrun_e1726b98 - [INFO] - [Epoch 259]: Training Loss: 0.0012967, Valid MRR: 0.31497, + + + +2023-06-02 15:28:55,035 - testrun_e1726b98 - [INFO] - [E:260| 0]: Train Loss:0.0012634, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:30:30,809 - testrun_e1726b98 - [INFO] - [E:260| 100]: Train Loss:0.0012927, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:32:12,269 - testrun_e1726b98 - [INFO] - [E:260| 200]: Train Loss:0.001294, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:33:48,318 - testrun_e1726b98 - [INFO] - [E:260| 300]: Train Loss:0.001296, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:35:29,719 - testrun_e1726b98 - [INFO] - [E:260| 400]: Train Loss:0.0012955, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:37:08,525 - testrun_e1726b98 - [INFO] - [E:260| 500]: Train Loss:0.0012953, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:38:46,532 - testrun_e1726b98 - [INFO] - [E:260| 600]: Train Loss:0.0012952, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:38:46,592 - testrun_e1726b98 - [INFO] - [Epoch:260]: Training Loss:0.001295 + +2023-06-02 15:38:47,016 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 15:39:06,796 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 15:39:26,147 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.39884, Head : 0.22715, Avg : 0.31299 + +2023-06-02 15:39:26,198 - testrun_e1726b98 - [INFO] - [Epoch 260]: Training Loss: 0.0012952, Valid MRR: 0.31497, + + + +2023-06-02 15:39:27,330 - testrun_e1726b98 - [INFO] - [E:261| 0]: Train Loss:0.0013101, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:41:03,741 - testrun_e1726b98 - [INFO] - [E:261| 100]: Train Loss:0.0012953, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:42:44,422 - testrun_e1726b98 - [INFO] - [E:261| 200]: Train Loss:0.0012929, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:44:24,729 - testrun_e1726b98 - [INFO] - [E:261| 300]: Train Loss:0.0012935, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:46:02,138 - testrun_e1726b98 - [INFO] - [E:261| 400]: Train Loss:0.0012931, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:47:43,424 - testrun_e1726b98 - [INFO] - [E:261| 500]: Train Loss:0.0012945, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:49:18,577 - testrun_e1726b98 - [INFO] - [E:261| 600]: Train Loss:0.0012941, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:49:18,639 - testrun_e1726b98 - [INFO] - [Epoch:261]: Training Loss:0.001294 + +2023-06-02 15:49:19,031 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 15:49:38,690 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 15:49:58,104 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.40035, Head : 0.22742, Avg : 0.31388 + +2023-06-02 15:49:58,155 - testrun_e1726b98 - [INFO] - [Epoch 261]: Training Loss: 0.0012941, Valid MRR: 0.31497, + + + +2023-06-02 15:49:59,236 - testrun_e1726b98 - [INFO] - [E:262| 0]: Train Loss:0.0012527, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:51:40,769 - testrun_e1726b98 - [INFO] - [E:262| 100]: Train Loss:0.0012949, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:53:16,615 - testrun_e1726b98 - [INFO] - [E:262| 200]: Train Loss:0.001294, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:54:57,887 - testrun_e1726b98 - [INFO] - [E:262| 300]: Train Loss:0.0012944, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:56:33,938 - testrun_e1726b98 - [INFO] - [E:262| 400]: Train Loss:0.0012935, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:58:15,622 - testrun_e1726b98 - [INFO] - [E:262| 500]: Train Loss:0.0012926, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:59:50,819 - testrun_e1726b98 - [INFO] - [E:262| 600]: Train Loss:0.0012933, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 15:59:50,876 - testrun_e1726b98 - [INFO] - [Epoch:262]: Training Loss:0.001293 + +2023-06-02 15:59:51,254 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 16:00:11,012 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 16:00:30,392 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.40175, Head : 0.22804, Avg : 0.31489 + +2023-06-02 16:00:30,455 - testrun_e1726b98 - [INFO] - [Epoch 262]: Training Loss: 0.0012933, Valid MRR: 0.31497, + + + +2023-06-02 16:00:31,507 - testrun_e1726b98 - [INFO] - [E:263| 0]: Train Loss:0.0012824, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:02:13,172 - testrun_e1726b98 - [INFO] - [E:263| 100]: Train Loss:0.0012956, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:03:49,076 - testrun_e1726b98 - [INFO] - [E:263| 200]: Train Loss:0.0012963, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:05:30,436 - testrun_e1726b98 - [INFO] - [E:263| 300]: Train Loss:0.0012936, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:07:06,576 - testrun_e1726b98 - [INFO] - [E:263| 400]: Train Loss:0.0012925, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:08:48,225 - testrun_e1726b98 - [INFO] - [E:263| 500]: Train Loss:0.0012919, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:10:27,270 - testrun_e1726b98 - [INFO] - [E:263| 600]: Train Loss:0.0012921, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:10:27,333 - testrun_e1726b98 - [INFO] - [Epoch:263]: Training Loss:0.001292 + +2023-06-02 16:10:27,709 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 16:10:44,531 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 16:11:03,625 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.3987, Head : 0.22667, Avg : 0.31268 + +2023-06-02 16:11:03,691 - testrun_e1726b98 - [INFO] - [Epoch 263]: Training Loss: 0.0012921, Valid MRR: 0.31497, + + + +2023-06-02 16:11:04,739 - testrun_e1726b98 - [INFO] - [E:264| 0]: Train Loss:0.001283, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:12:46,180 - testrun_e1726b98 - [INFO] - [E:264| 100]: Train Loss:0.0012945, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:14:23,210 - testrun_e1726b98 - [INFO] - [E:264| 200]: Train Loss:0.0012906, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:16:03,705 - testrun_e1726b98 - [INFO] - [E:264| 300]: Train Loss:0.0012914, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:17:44,276 - testrun_e1726b98 - [INFO] - [E:264| 400]: Train Loss:0.0012911, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:19:21,141 - testrun_e1726b98 - [INFO] - [E:264| 500]: Train Loss:0.0012916, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:21:01,994 - testrun_e1726b98 - [INFO] - [E:264| 600]: Train Loss:0.0012912, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:21:02,056 - testrun_e1726b98 - [INFO] - [Epoch:264]: Training Loss:0.001291 + +2023-06-02 16:21:02,481 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 16:21:22,155 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 16:21:38,706 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.39824, Head : 0.22788, Avg : 0.31306 + +2023-06-02 16:21:38,756 - testrun_e1726b98 - [INFO] - [Epoch 264]: Training Loss: 0.0012912, Valid MRR: 0.31497, + + + +2023-06-02 16:21:39,660 - testrun_e1726b98 - [INFO] - [E:265| 0]: Train Loss:0.001261, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:23:19,148 - testrun_e1726b98 - [INFO] - [E:265| 100]: Train Loss:0.001289, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:25:00,511 - testrun_e1726b98 - [INFO] - [E:265| 200]: Train Loss:0.0012888, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:26:36,683 - testrun_e1726b98 - [INFO] - [E:265| 300]: Train Loss:0.0012889, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:28:18,224 - testrun_e1726b98 - [INFO] - [E:265| 400]: Train Loss:0.0012898, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:29:54,142 - testrun_e1726b98 - [INFO] - [E:265| 500]: Train Loss:0.0012906, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:31:34,783 - testrun_e1726b98 - [INFO] - [E:265| 600]: Train Loss:0.0012897, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:31:34,834 - testrun_e1726b98 - [INFO] - [Epoch:265]: Training Loss:0.00129 + +2023-06-02 16:31:35,210 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 16:31:54,938 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 16:32:14,303 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.39914, Head : 0.22682, Avg : 0.31298 + +2023-06-02 16:32:14,368 - testrun_e1726b98 - [INFO] - [Epoch 265]: Training Loss: 0.0012897, Valid MRR: 0.31497, + + + +2023-06-02 16:32:15,416 - testrun_e1726b98 - [INFO] - [E:266| 0]: Train Loss:0.001285, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:33:51,380 - testrun_e1726b98 - [INFO] - [E:266| 100]: Train Loss:0.0012893, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:35:32,780 - testrun_e1726b98 - [INFO] - [E:266| 200]: Train Loss:0.0012863, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:37:08,460 - testrun_e1726b98 - [INFO] - [E:266| 300]: Train Loss:0.001288, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:38:49,973 - testrun_e1726b98 - [INFO] - [E:266| 400]: Train Loss:0.0012881, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:40:25,910 - testrun_e1726b98 - [INFO] - [E:266| 500]: Train Loss:0.0012887, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:42:06,532 - testrun_e1726b98 - [INFO] - [E:266| 600]: Train Loss:0.0012891, Val MRR:0.31497, testrun_e1726b98 +2023-06-02 16:42:06,598 - testrun_e1726b98 - [INFO] - [Epoch:266]: Training Loss:0.001289 + +2023-06-02 16:42:07,018 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 16:42:26,677 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 16:42:46,052 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.40252, Head : 0.22808, Avg : 0.3153 + +2023-06-02 16:42:48,481 - testrun_e1726b98 - [INFO] - [Epoch 266]: Training Loss: 0.0012891, Valid MRR: 0.3153, + + + +2023-06-02 16:42:49,607 - testrun_e1726b98 - [INFO] - [E:267| 0]: Train Loss:0.0013186, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:44:25,549 - testrun_e1726b98 - [INFO] - [E:267| 100]: Train Loss:0.0012831, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:46:06,841 - testrun_e1726b98 - [INFO] - [E:267| 200]: Train Loss:0.0012872, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:47:43,293 - testrun_e1726b98 - [INFO] - [E:267| 300]: Train Loss:0.0012874, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:49:24,368 - testrun_e1726b98 - [INFO] - [E:267| 400]: Train Loss:0.0012879, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:51:04,508 - testrun_e1726b98 - [INFO] - [E:267| 500]: Train Loss:0.0012889, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:52:41,039 - testrun_e1726b98 - [INFO] - [E:267| 600]: Train Loss:0.0012878, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:52:41,093 - testrun_e1726b98 - [INFO] - [Epoch:267]: Training Loss:0.001288 + +2023-06-02 16:52:41,480 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 16:53:01,220 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 16:53:20,628 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.4, Head : 0.22902, Avg : 0.31451 + +2023-06-02 16:53:20,679 - testrun_e1726b98 - [INFO] - [Epoch 267]: Training Loss: 0.0012878, Valid MRR: 0.3153, + + + +2023-06-02 16:53:21,744 - testrun_e1726b98 - [INFO] - [E:268| 0]: Train Loss:0.0013441, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:54:59,568 - testrun_e1726b98 - [INFO] - [E:268| 100]: Train Loss:0.0012899, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:56:39,176 - testrun_e1726b98 - [INFO] - [E:268| 200]: Train Loss:0.0012915, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:58:20,598 - testrun_e1726b98 - [INFO] - [E:268| 300]: Train Loss:0.0012896, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 16:59:56,712 - testrun_e1726b98 - [INFO] - [E:268| 400]: Train Loss:0.0012891, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:01:38,106 - testrun_e1726b98 - [INFO] - [E:268| 500]: Train Loss:0.0012886, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:03:13,448 - testrun_e1726b98 - [INFO] - [E:268| 600]: Train Loss:0.0012878, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:03:13,501 - testrun_e1726b98 - [INFO] - [Epoch:268]: Training Loss:0.001288 + +2023-06-02 17:03:13,919 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 17:03:33,634 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 17:03:53,067 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.39784, Head : 0.22919, Avg : 0.31352 + +2023-06-02 17:03:53,121 - testrun_e1726b98 - [INFO] - [Epoch 268]: Training Loss: 0.0012878, Valid MRR: 0.3153, + + + +2023-06-02 17:03:54,170 - testrun_e1726b98 - [INFO] - [E:269| 0]: Train Loss:0.0012858, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:05:35,754 - testrun_e1726b98 - [INFO] - [E:269| 100]: Train Loss:0.0012864, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:07:11,890 - testrun_e1726b98 - [INFO] - [E:269| 200]: Train Loss:0.001286, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:08:53,580 - testrun_e1726b98 - [INFO] - [E:269| 300]: Train Loss:0.0012854, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:10:29,738 - testrun_e1726b98 - [INFO] - [E:269| 400]: Train Loss:0.0012863, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:12:11,305 - testrun_e1726b98 - [INFO] - [E:269| 500]: Train Loss:0.0012864, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:13:46,695 - testrun_e1726b98 - [INFO] - [E:269| 600]: Train Loss:0.0012864, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:13:46,749 - testrun_e1726b98 - [INFO] - [Epoch:269]: Training Loss:0.001286 + +2023-06-02 17:13:47,086 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 17:14:06,840 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 17:14:26,268 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.39739, Head : 0.22917, Avg : 0.31328 + MR: Tail : 132.84, Head : 631.63, Avg : 382.24 + Hit-1: Tail : 0.29133, Head : 0.18394, Avg : 0.23764 + Hit-3: Tail : 0.46013, Head : 0.22215, Avg : 0.34114 + Hit-10: Tail : 0.59628, Head : 0.3187, Avg : 0.45749 +2023-06-02 17:14:26,324 - testrun_e1726b98 - [INFO] - [Epoch 269]: Training Loss: 0.0012864, Valid MRR: 0.3153, + + + +2023-06-02 17:14:27,371 - testrun_e1726b98 - [INFO] - [E:270| 0]: Train Loss:0.001286, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:16:08,437 - testrun_e1726b98 - [INFO] - [E:270| 100]: Train Loss:0.0012878, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:17:44,266 - testrun_e1726b98 - [INFO] - [E:270| 200]: Train Loss:0.0012865, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:19:25,769 - testrun_e1726b98 - [INFO] - [E:270| 300]: Train Loss:0.0012867, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:21:02,711 - testrun_e1726b98 - [INFO] - [E:270| 400]: Train Loss:0.0012854, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:22:43,210 - testrun_e1726b98 - [INFO] - [E:270| 500]: Train Loss:0.001285, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:24:23,283 - testrun_e1726b98 - [INFO] - [E:270| 600]: Train Loss:0.001285, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:24:23,338 - testrun_e1726b98 - [INFO] - [Epoch:270]: Training Loss:0.001285 + +2023-06-02 17:24:23,691 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 17:24:40,511 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 17:24:58,365 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.39778, Head : 0.22853, Avg : 0.31316 + +2023-06-02 17:24:58,444 - testrun_e1726b98 - [INFO] - [Epoch 270]: Training Loss: 0.001285, Valid MRR: 0.3153, + + + +2023-06-02 17:24:59,501 - testrun_e1726b98 - [INFO] - [E:271| 0]: Train Loss:0.0012375, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:26:40,881 - testrun_e1726b98 - [INFO] - [E:271| 100]: Train Loss:0.0012816, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:28:18,954 - testrun_e1726b98 - [INFO] - [E:271| 200]: Train Loss:0.0012849, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:29:58,282 - testrun_e1726b98 - [INFO] - [E:271| 300]: Train Loss:0.0012872, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:31:39,722 - testrun_e1726b98 - [INFO] - [E:271| 400]: Train Loss:0.0012854, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:33:15,604 - testrun_e1726b98 - [INFO] - [E:271| 500]: Train Loss:0.0012834, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:34:56,280 - testrun_e1726b98 - [INFO] - [E:271| 600]: Train Loss:0.0012839, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:34:56,332 - testrun_e1726b98 - [INFO] - [Epoch:271]: Training Loss:0.001284 + +2023-06-02 17:34:56,739 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 17:35:16,504 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 17:35:34,367 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.3984, Head : 0.22961, Avg : 0.314 + +2023-06-02 17:35:34,432 - testrun_e1726b98 - [INFO] - [Epoch 271]: Training Loss: 0.0012839, Valid MRR: 0.3153, + + + +2023-06-02 17:35:35,358 - testrun_e1726b98 - [INFO] - [E:272| 0]: Train Loss:0.0012929, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:37:13,395 - testrun_e1726b98 - [INFO] - [E:272| 100]: Train Loss:0.0012818, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:38:55,022 - testrun_e1726b98 - [INFO] - [E:272| 200]: Train Loss:0.0012817, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:40:31,232 - testrun_e1726b98 - [INFO] - [E:272| 300]: Train Loss:0.0012822, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:42:12,983 - testrun_e1726b98 - [INFO] - [E:272| 400]: Train Loss:0.0012826, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:43:48,339 - testrun_e1726b98 - [INFO] - [E:272| 500]: Train Loss:0.0012836, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:45:29,216 - testrun_e1726b98 - [INFO] - [E:272| 600]: Train Loss:0.0012836, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:45:29,270 - testrun_e1726b98 - [INFO] - [Epoch:272]: Training Loss:0.001284 + +2023-06-02 17:45:29,714 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 17:45:49,504 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 17:46:09,047 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.39647, Head : 0.22814, Avg : 0.3123 + +2023-06-02 17:46:09,102 - testrun_e1726b98 - [INFO] - [Epoch 272]: Training Loss: 0.0012836, Valid MRR: 0.3153, + + + +2023-06-02 17:46:10,170 - testrun_e1726b98 - [INFO] - [E:273| 0]: Train Loss:0.0013057, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:47:46,255 - testrun_e1726b98 - [INFO] - [E:273| 100]: Train Loss:0.0012748, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:49:27,857 - testrun_e1726b98 - [INFO] - [E:273| 200]: Train Loss:0.0012805, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:51:03,992 - testrun_e1726b98 - [INFO] - [E:273| 300]: Train Loss:0.0012833, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:52:45,699 - testrun_e1726b98 - [INFO] - [E:273| 400]: Train Loss:0.0012831, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:54:22,138 - testrun_e1726b98 - [INFO] - [E:273| 500]: Train Loss:0.0012822, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:56:02,725 - testrun_e1726b98 - [INFO] - [E:273| 600]: Train Loss:0.0012827, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:56:02,776 - testrun_e1726b98 - [INFO] - [Epoch:273]: Training Loss:0.001283 + +2023-06-02 17:56:03,150 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 17:56:22,910 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 17:56:42,446 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.39822, Head : 0.22809, Avg : 0.31316 + +2023-06-02 17:56:42,514 - testrun_e1726b98 - [INFO] - [Epoch 273]: Training Loss: 0.0012827, Valid MRR: 0.3153, + + + +2023-06-02 17:56:43,600 - testrun_e1726b98 - [INFO] - [E:274| 0]: Train Loss:0.0013256, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 17:58:19,778 - testrun_e1726b98 - [INFO] - [E:274| 100]: Train Loss:0.0012819, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:00:01,948 - testrun_e1726b98 - [INFO] - [E:274| 200]: Train Loss:0.0012789, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:01:39,310 - testrun_e1726b98 - [INFO] - [E:274| 300]: Train Loss:0.0012787, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:03:20,405 - testrun_e1726b98 - [INFO] - [E:274| 400]: Train Loss:0.0012788, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:05:01,286 - testrun_e1726b98 - [INFO] - [E:274| 500]: Train Loss:0.0012808, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:06:38,145 - testrun_e1726b98 - [INFO] - [E:274| 600]: Train Loss:0.0012814, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:06:38,196 - testrun_e1726b98 - [INFO] - [Epoch:274]: Training Loss:0.001281 + +2023-06-02 18:06:38,649 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 18:06:58,430 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 18:07:17,851 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.40163, Head : 0.22767, Avg : 0.31465 + +2023-06-02 18:07:17,902 - testrun_e1726b98 - [INFO] - [Epoch 274]: Training Loss: 0.0012814, Valid MRR: 0.3153, + + + +2023-06-02 18:07:18,929 - testrun_e1726b98 - [INFO] - [E:275| 0]: Train Loss:0.0012551, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:08:56,872 - testrun_e1726b98 - [INFO] - [E:275| 100]: Train Loss:0.0012873, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:10:37,022 - testrun_e1726b98 - [INFO] - [E:275| 200]: Train Loss:0.0012829, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:12:18,535 - testrun_e1726b98 - [INFO] - [E:275| 300]: Train Loss:0.0012832, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:13:54,720 - testrun_e1726b98 - [INFO] - [E:275| 400]: Train Loss:0.0012812, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:15:36,060 - testrun_e1726b98 - [INFO] - [E:275| 500]: Train Loss:0.0012805, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:17:11,419 - testrun_e1726b98 - [INFO] - [E:275| 600]: Train Loss:0.0012804, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:17:11,470 - testrun_e1726b98 - [INFO] - [Epoch:275]: Training Loss:0.00128 + +2023-06-02 18:17:11,824 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 18:17:31,609 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 18:17:51,064 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.39729, Head : 0.22894, Avg : 0.31311 + +2023-06-02 18:17:51,117 - testrun_e1726b98 - [INFO] - [Epoch 275]: Training Loss: 0.0012804, Valid MRR: 0.3153, + + + +2023-06-02 18:17:52,178 - testrun_e1726b98 - [INFO] - [E:276| 0]: Train Loss:0.0012938, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:19:34,170 - testrun_e1726b98 - [INFO] - [E:276| 100]: Train Loss:0.0012768, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:21:10,493 - testrun_e1726b98 - [INFO] - [E:276| 200]: Train Loss:0.0012773, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:22:51,990 - testrun_e1726b98 - [INFO] - [E:276| 300]: Train Loss:0.0012799, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:24:27,265 - testrun_e1726b98 - [INFO] - [E:276| 400]: Train Loss:0.0012799, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:26:09,067 - testrun_e1726b98 - [INFO] - [E:276| 500]: Train Loss:0.0012806, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:27:43,632 - testrun_e1726b98 - [INFO] - [E:276| 600]: Train Loss:0.0012805, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:27:43,682 - testrun_e1726b98 - [INFO] - [Epoch:276]: Training Loss:0.001281 + +2023-06-02 18:27:44,074 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 18:28:04,101 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 18:28:23,578 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.40139, Head : 0.22896, Avg : 0.31518 + +2023-06-02 18:28:23,628 - testrun_e1726b98 - [INFO] - [Epoch 276]: Training Loss: 0.0012805, Valid MRR: 0.3153, + + + +2023-06-02 18:28:24,632 - testrun_e1726b98 - [INFO] - [E:277| 0]: Train Loss:0.0013393, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:30:05,947 - testrun_e1726b98 - [INFO] - [E:277| 100]: Train Loss:0.0012781, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:31:41,149 - testrun_e1726b98 - [INFO] - [E:277| 200]: Train Loss:0.0012794, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:33:22,581 - testrun_e1726b98 - [INFO] - [E:277| 300]: Train Loss:0.0012787, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:34:59,943 - testrun_e1726b98 - [INFO] - [E:277| 400]: Train Loss:0.0012799, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:36:40,049 - testrun_e1726b98 - [INFO] - [E:277| 500]: Train Loss:0.0012784, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:38:20,557 - testrun_e1726b98 - [INFO] - [E:277| 600]: Train Loss:0.0012791, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:38:20,609 - testrun_e1726b98 - [INFO] - [Epoch:277]: Training Loss:0.001279 + +2023-06-02 18:38:20,941 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 18:38:37,741 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 18:38:55,320 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.40216, Head : 0.2276, Avg : 0.31488 + +2023-06-02 18:38:55,372 - testrun_e1726b98 - [INFO] - [Epoch 277]: Training Loss: 0.0012791, Valid MRR: 0.3153, + + + +2023-06-02 18:38:56,507 - testrun_e1726b98 - [INFO] - [E:278| 0]: Train Loss:0.0012502, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:40:37,874 - testrun_e1726b98 - [INFO] - [E:278| 100]: Train Loss:0.0012821, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:42:16,241 - testrun_e1726b98 - [INFO] - [E:278| 200]: Train Loss:0.0012796, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:43:55,286 - testrun_e1726b98 - [INFO] - [E:278| 300]: Train Loss:0.0012797, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:45:37,083 - testrun_e1726b98 - [INFO] - [E:278| 400]: Train Loss:0.00128, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:47:13,096 - testrun_e1726b98 - [INFO] - [E:278| 500]: Train Loss:0.0012792, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:48:53,655 - testrun_e1726b98 - [INFO] - [E:278| 600]: Train Loss:0.0012785, Val MRR:0.3153, testrun_e1726b98 +2023-06-02 18:48:53,706 - testrun_e1726b98 - [INFO] - [Epoch:278]: Training Loss:0.001278 + +2023-06-02 18:48:54,075 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 18:49:13,854 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 18:49:32,050 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.40223, Head : 0.22919, Avg : 0.31571 + +2023-06-02 18:49:35,122 - testrun_e1726b98 - [INFO] - [Epoch 278]: Training Loss: 0.0012785, Valid MRR: 0.31571, + + + +2023-06-02 18:49:36,059 - testrun_e1726b98 - [INFO] - [E:279| 0]: Train Loss:0.0012848, Val MRR:0.31571, testrun_e1726b98 +2023-06-02 18:51:15,494 - testrun_e1726b98 - [INFO] - [E:279| 100]: Train Loss:0.0012754, Val MRR:0.31571, testrun_e1726b98 +2023-06-02 18:52:56,888 - testrun_e1726b98 - [INFO] - [E:279| 200]: Train Loss:0.001275, Val MRR:0.31571, testrun_e1726b98 +2023-06-02 18:54:33,147 - testrun_e1726b98 - [INFO] - [E:279| 300]: Train Loss:0.0012765, Val MRR:0.31571, testrun_e1726b98 +2023-06-02 18:56:14,751 - testrun_e1726b98 - [INFO] - [E:279| 400]: Train Loss:0.0012765, Val MRR:0.31571, testrun_e1726b98 +2023-06-02 18:57:50,773 - testrun_e1726b98 - [INFO] - [E:279| 500]: Train Loss:0.0012769, Val MRR:0.31571, testrun_e1726b98 +2023-06-02 18:59:31,433 - testrun_e1726b98 - [INFO] - [E:279| 600]: Train Loss:0.0012769, Val MRR:0.31571, testrun_e1726b98 +2023-06-02 18:59:31,487 - testrun_e1726b98 - [INFO] - [Epoch:279]: Training Loss:0.001277 + +2023-06-02 18:59:31,953 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 18:59:51,776 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 19:00:11,215 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.40225, Head : 0.22939, Avg : 0.31582 + MR: Tail : 136.62, Head : 633.89, Avg : 385.25 + Hit-1: Tail : 0.29897, Head : 0.18422, Avg : 0.24159 + Hit-3: Tail : 0.46207, Head : 0.22201, Avg : 0.34204 + Hit-10: Tail : 0.60031, Head : 0.31981, Avg : 0.46006 +2023-06-02 19:00:14,579 - testrun_e1726b98 - [INFO] - [Epoch 279]: Training Loss: 0.0012769, Valid MRR: 0.31582, + + + +2023-06-02 19:00:15,509 - testrun_e1726b98 - [INFO] - [E:280| 0]: Train Loss:0.0012479, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:01:51,890 - testrun_e1726b98 - [INFO] - [E:280| 100]: Train Loss:0.0012731, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:03:33,342 - testrun_e1726b98 - [INFO] - [E:280| 200]: Train Loss:0.0012767, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:05:09,270 - testrun_e1726b98 - [INFO] - [E:280| 300]: Train Loss:0.0012761, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:06:50,903 - testrun_e1726b98 - [INFO] - [E:280| 400]: Train Loss:0.0012761, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:08:26,295 - testrun_e1726b98 - [INFO] - [E:280| 500]: Train Loss:0.0012769, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:10:07,198 - testrun_e1726b98 - [INFO] - [E:280| 600]: Train Loss:0.0012766, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:10:07,249 - testrun_e1726b98 - [INFO] - [Epoch:280]: Training Loss:0.001277 + +2023-06-02 19:10:07,648 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 19:10:27,320 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 19:10:46,715 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.39926, Head : 0.22964, Avg : 0.31445 + +2023-06-02 19:10:46,766 - testrun_e1726b98 - [INFO] - [Epoch 280]: Training Loss: 0.0012766, Valid MRR: 0.31582, + + + +2023-06-02 19:10:47,903 - testrun_e1726b98 - [INFO] - [E:281| 0]: Train Loss:0.0012979, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:12:23,755 - testrun_e1726b98 - [INFO] - [E:281| 100]: Train Loss:0.0012811, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:14:05,090 - testrun_e1726b98 - [INFO] - [E:281| 200]: Train Loss:0.0012781, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:15:41,069 - testrun_e1726b98 - [INFO] - [E:281| 300]: Train Loss:0.0012777, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:17:22,502 - testrun_e1726b98 - [INFO] - [E:281| 400]: Train Loss:0.0012767, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:19:01,790 - testrun_e1726b98 - [INFO] - [E:281| 500]: Train Loss:0.0012762, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:20:39,487 - testrun_e1726b98 - [INFO] - [E:281| 600]: Train Loss:0.0012761, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:20:39,541 - testrun_e1726b98 - [INFO] - [Epoch:281]: Training Loss:0.001276 + +2023-06-02 19:20:39,931 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 19:20:59,740 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 19:21:19,176 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.39799, Head : 0.22996, Avg : 0.31398 + +2023-06-02 19:21:19,228 - testrun_e1726b98 - [INFO] - [Epoch 281]: Training Loss: 0.0012761, Valid MRR: 0.31582, + + + +2023-06-02 19:21:20,279 - testrun_e1726b98 - [INFO] - [E:282| 0]: Train Loss:0.0012801, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:22:57,128 - testrun_e1726b98 - [INFO] - [E:282| 100]: Train Loss:0.0012851, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:24:37,753 - testrun_e1726b98 - [INFO] - [E:282| 200]: Train Loss:0.0012801, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:26:18,341 - testrun_e1726b98 - [INFO] - [E:282| 300]: Train Loss:0.00128, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:27:55,441 - testrun_e1726b98 - [INFO] - [E:282| 400]: Train Loss:0.0012775, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:29:37,050 - testrun_e1726b98 - [INFO] - [E:282| 500]: Train Loss:0.0012758, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:31:12,396 - testrun_e1726b98 - [INFO] - [E:282| 600]: Train Loss:0.0012752, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:31:12,451 - testrun_e1726b98 - [INFO] - [Epoch:282]: Training Loss:0.001275 + +2023-06-02 19:31:12,913 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 19:31:32,689 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 19:31:51,985 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.40255, Head : 0.22764, Avg : 0.31509 + +2023-06-02 19:31:52,038 - testrun_e1726b98 - [INFO] - [Epoch 282]: Training Loss: 0.0012752, Valid MRR: 0.31582, + + + +2023-06-02 19:31:53,053 - testrun_e1726b98 - [INFO] - [E:283| 0]: Train Loss:0.0012181, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:33:34,438 - testrun_e1726b98 - [INFO] - [E:283| 100]: Train Loss:0.0012711, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:35:10,496 - testrun_e1726b98 - [INFO] - [E:283| 200]: Train Loss:0.0012742, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:36:51,953 - testrun_e1726b98 - [INFO] - [E:283| 300]: Train Loss:0.0012747, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:38:27,962 - testrun_e1726b98 - [INFO] - [E:283| 400]: Train Loss:0.001275, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:40:09,212 - testrun_e1726b98 - [INFO] - [E:283| 500]: Train Loss:0.001275, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:41:44,429 - testrun_e1726b98 - [INFO] - [E:283| 600]: Train Loss:0.0012744, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:41:44,481 - testrun_e1726b98 - [INFO] - [Epoch:283]: Training Loss:0.001274 + +2023-06-02 19:41:44,871 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 19:42:04,573 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 19:42:24,009 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.40087, Head : 0.22965, Avg : 0.31526 + +2023-06-02 19:42:24,069 - testrun_e1726b98 - [INFO] - [Epoch 283]: Training Loss: 0.0012744, Valid MRR: 0.31582, + + + +2023-06-02 19:42:25,131 - testrun_e1726b98 - [INFO] - [E:284| 0]: Train Loss:0.0012878, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:44:06,662 - testrun_e1726b98 - [INFO] - [E:284| 100]: Train Loss:0.0012689, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:45:41,606 - testrun_e1726b98 - [INFO] - [E:284| 200]: Train Loss:0.0012724, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:47:23,109 - testrun_e1726b98 - [INFO] - [E:284| 300]: Train Loss:0.0012721, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:48:59,181 - testrun_e1726b98 - [INFO] - [E:284| 400]: Train Loss:0.0012728, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:50:40,260 - testrun_e1726b98 - [INFO] - [E:284| 500]: Train Loss:0.0012733, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:52:19,731 - testrun_e1726b98 - [INFO] - [E:284| 600]: Train Loss:0.0012731, Val MRR:0.31582, testrun_e1726b98 +2023-06-02 19:52:19,781 - testrun_e1726b98 - [INFO] - [Epoch:284]: Training Loss:0.001273 + +2023-06-02 19:52:20,135 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 19:52:36,941 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 19:52:55,486 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.40183, Head : 0.2301, Avg : 0.31596 + +2023-06-02 19:52:58,998 - testrun_e1726b98 - [INFO] - [Epoch 284]: Training Loss: 0.0012731, Valid MRR: 0.31596, + + + +2023-06-02 19:53:00,134 - testrun_e1726b98 - [INFO] - [E:285| 0]: Train Loss:0.001308, Val MRR:0.31596, testrun_e1726b98 +2023-06-02 19:54:41,753 - testrun_e1726b98 - [INFO] - [E:285| 100]: Train Loss:0.0012722, Val MRR:0.31596, testrun_e1726b98 +2023-06-02 19:56:17,749 - testrun_e1726b98 - [INFO] - [E:285| 200]: Train Loss:0.0012721, Val MRR:0.31596, testrun_e1726b98 +2023-06-02 19:57:59,236 - testrun_e1726b98 - [INFO] - [E:285| 300]: Train Loss:0.0012734, Val MRR:0.31596, testrun_e1726b98 +2023-06-02 19:59:38,799 - testrun_e1726b98 - [INFO] - [E:285| 400]: Train Loss:0.0012714, Val MRR:0.31596, testrun_e1726b98 +2023-06-02 20:01:16,829 - testrun_e1726b98 - [INFO] - [E:285| 500]: Train Loss:0.0012714, Val MRR:0.31596, testrun_e1726b98 +2023-06-02 20:02:58,096 - testrun_e1726b98 - [INFO] - [E:285| 600]: Train Loss:0.0012724, Val MRR:0.31596, testrun_e1726b98 +2023-06-02 20:02:58,147 - testrun_e1726b98 - [INFO] - [Epoch:285]: Training Loss:0.001272 + +2023-06-02 20:02:58,484 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 20:03:16,704 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 20:03:33,380 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.40395, Head : 0.22939, Avg : 0.31667 + +2023-06-02 20:03:36,933 - testrun_e1726b98 - [INFO] - [Epoch 285]: Training Loss: 0.0012724, Valid MRR: 0.31667, + + + +2023-06-02 20:03:37,994 - testrun_e1726b98 - [INFO] - [E:286| 0]: Train Loss:0.0012539, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:05:19,959 - testrun_e1726b98 - [INFO] - [E:286| 100]: Train Loss:0.0012726, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:06:58,334 - testrun_e1726b98 - [INFO] - [E:286| 200]: Train Loss:0.0012723, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:08:38,623 - testrun_e1726b98 - [INFO] - [E:286| 300]: Train Loss:0.0012709, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:10:20,360 - testrun_e1726b98 - [INFO] - [E:286| 400]: Train Loss:0.0012713, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:11:57,416 - testrun_e1726b98 - [INFO] - [E:286| 500]: Train Loss:0.0012717, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:13:38,932 - testrun_e1726b98 - [INFO] - [E:286| 600]: Train Loss:0.0012722, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:13:38,984 - testrun_e1726b98 - [INFO] - [Epoch:286]: Training Loss:0.001272 + +2023-06-02 20:13:39,437 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 20:13:58,973 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 20:14:15,704 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.39801, Head : 0.22902, Avg : 0.31351 + +2023-06-02 20:14:15,758 - testrun_e1726b98 - [INFO] - [Epoch 286]: Training Loss: 0.0012722, Valid MRR: 0.31667, + + + +2023-06-02 20:14:16,665 - testrun_e1726b98 - [INFO] - [E:287| 0]: Train Loss:0.0012873, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:15:57,016 - testrun_e1726b98 - [INFO] - [E:287| 100]: Train Loss:0.0012739, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:17:38,626 - testrun_e1726b98 - [INFO] - [E:287| 200]: Train Loss:0.0012719, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:19:15,395 - testrun_e1726b98 - [INFO] - [E:287| 300]: Train Loss:0.0012715, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:20:57,057 - testrun_e1726b98 - [INFO] - [E:287| 400]: Train Loss:0.0012705, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:22:33,046 - testrun_e1726b98 - [INFO] - [E:287| 500]: Train Loss:0.0012709, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:24:13,963 - testrun_e1726b98 - [INFO] - [E:287| 600]: Train Loss:0.0012709, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:24:14,017 - testrun_e1726b98 - [INFO] - [Epoch:287]: Training Loss:0.001271 + +2023-06-02 20:24:14,384 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 20:24:34,177 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 20:24:53,625 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.40036, Head : 0.22841, Avg : 0.31439 + +2023-06-02 20:24:53,675 - testrun_e1726b98 - [INFO] - [Epoch 287]: Training Loss: 0.0012709, Valid MRR: 0.31667, + + + +2023-06-02 20:24:54,796 - testrun_e1726b98 - [INFO] - [E:288| 0]: Train Loss:0.0012976, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:26:30,386 - testrun_e1726b98 - [INFO] - [E:288| 100]: Train Loss:0.0012641, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:28:11,642 - testrun_e1726b98 - [INFO] - [E:288| 200]: Train Loss:0.0012673, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:29:47,521 - testrun_e1726b98 - [INFO] - [E:288| 300]: Train Loss:0.0012683, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:31:29,193 - testrun_e1726b98 - [INFO] - [E:288| 400]: Train Loss:0.0012706, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:33:05,357 - testrun_e1726b98 - [INFO] - [E:288| 500]: Train Loss:0.0012704, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:34:46,563 - testrun_e1726b98 - [INFO] - [E:288| 600]: Train Loss:0.0012706, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:34:46,615 - testrun_e1726b98 - [INFO] - [Epoch:288]: Training Loss:0.001271 + +2023-06-02 20:34:47,019 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 20:35:06,813 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 20:35:26,339 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.40149, Head : 0.22903, Avg : 0.31526 + +2023-06-02 20:35:26,391 - testrun_e1726b98 - [INFO] - [Epoch 288]: Training Loss: 0.0012706, Valid MRR: 0.31667, + + + +2023-06-02 20:35:27,479 - testrun_e1726b98 - [INFO] - [E:289| 0]: Train Loss:0.0013349, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:37:02,743 - testrun_e1726b98 - [INFO] - [E:289| 100]: Train Loss:0.0012688, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:38:44,297 - testrun_e1726b98 - [INFO] - [E:289| 200]: Train Loss:0.0012692, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:40:20,385 - testrun_e1726b98 - [INFO] - [E:289| 300]: Train Loss:0.0012697, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:42:01,946 - testrun_e1726b98 - [INFO] - [E:289| 400]: Train Loss:0.0012709, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:43:40,831 - testrun_e1726b98 - [INFO] - [E:289| 500]: Train Loss:0.0012705, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:45:19,037 - testrun_e1726b98 - [INFO] - [E:289| 600]: Train Loss:0.0012696, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:45:19,089 - testrun_e1726b98 - [INFO] - [Epoch:289]: Training Loss:0.00127 + +2023-06-02 20:45:19,489 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 20:45:39,185 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 20:45:58,674 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.39702, Head : 0.22922, Avg : 0.31312 + MR: Tail : 140.8, Head : 644.93, Avg : 392.86 + Hit-1: Tail : 0.29216, Head : 0.18366, Avg : 0.23791 + Hit-3: Tail : 0.45527, Head : 0.22326, Avg : 0.33926 + Hit-10: Tail : 0.59794, Head : 0.32009, Avg : 0.45902 +2023-06-02 20:45:58,760 - testrun_e1726b98 - [INFO] - [Epoch 289]: Training Loss: 0.0012696, Valid MRR: 0.31667, + + + +2023-06-02 20:45:59,807 - testrun_e1726b98 - [INFO] - [E:290| 0]: Train Loss:0.0012482, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:47:35,640 - testrun_e1726b98 - [INFO] - [E:290| 100]: Train Loss:0.0012724, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:49:17,174 - testrun_e1726b98 - [INFO] - [E:290| 200]: Train Loss:0.0012685, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:50:56,654 - testrun_e1726b98 - [INFO] - [E:290| 300]: Train Loss:0.0012695, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:52:34,738 - testrun_e1726b98 - [INFO] - [E:290| 400]: Train Loss:0.0012699, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:54:16,270 - testrun_e1726b98 - [INFO] - [E:290| 500]: Train Loss:0.0012699, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:55:51,578 - testrun_e1726b98 - [INFO] - [E:290| 600]: Train Loss:0.0012694, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:55:51,630 - testrun_e1726b98 - [INFO] - [Epoch:290]: Training Loss:0.001269 + +2023-06-02 20:55:51,970 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 20:56:11,691 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 20:56:31,184 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.39839, Head : 0.2291, Avg : 0.31374 + +2023-06-02 20:56:31,236 - testrun_e1726b98 - [INFO] - [Epoch 290]: Training Loss: 0.0012694, Valid MRR: 0.31667, + + + +2023-06-02 20:56:32,317 - testrun_e1726b98 - [INFO] - [E:291| 0]: Train Loss:0.0012499, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:58:12,550 - testrun_e1726b98 - [INFO] - [E:291| 100]: Train Loss:0.0012662, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 20:59:49,854 - testrun_e1726b98 - [INFO] - [E:291| 200]: Train Loss:0.0012637, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:01:31,332 - testrun_e1726b98 - [INFO] - [E:291| 300]: Train Loss:0.0012663, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:03:07,295 - testrun_e1726b98 - [INFO] - [E:291| 400]: Train Loss:0.0012672, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:04:48,754 - testrun_e1726b98 - [INFO] - [E:291| 500]: Train Loss:0.0012676, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:06:23,954 - testrun_e1726b98 - [INFO] - [E:291| 600]: Train Loss:0.0012682, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:06:24,006 - testrun_e1726b98 - [INFO] - [Epoch:291]: Training Loss:0.001268 + +2023-06-02 21:06:24,397 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 21:06:44,158 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 21:07:03,669 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.40102, Head : 0.22988, Avg : 0.31545 + +2023-06-02 21:07:03,721 - testrun_e1726b98 - [INFO] - [Epoch 291]: Training Loss: 0.0012682, Valid MRR: 0.31667, + + + +2023-06-02 21:07:04,792 - testrun_e1726b98 - [INFO] - [E:292| 0]: Train Loss:0.0012399, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:08:46,369 - testrun_e1726b98 - [INFO] - [E:292| 100]: Train Loss:0.0012642, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:10:22,417 - testrun_e1726b98 - [INFO] - [E:292| 200]: Train Loss:0.001266, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:12:04,240 - testrun_e1726b98 - [INFO] - [E:292| 300]: Train Loss:0.0012663, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:13:40,365 - testrun_e1726b98 - [INFO] - [E:292| 400]: Train Loss:0.0012663, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:15:22,143 - testrun_e1726b98 - [INFO] - [E:292| 500]: Train Loss:0.0012661, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:16:57,971 - testrun_e1726b98 - [INFO] - [E:292| 600]: Train Loss:0.0012674, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:16:58,027 - testrun_e1726b98 - [INFO] - [Epoch:292]: Training Loss:0.001267 + +2023-06-02 21:16:58,376 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 21:17:17,926 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 21:17:37,450 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.40211, Head : 0.23019, Avg : 0.31615 + +2023-06-02 21:17:37,503 - testrun_e1726b98 - [INFO] - [Epoch 292]: Training Loss: 0.0012674, Valid MRR: 0.31667, + + + +2023-06-02 21:17:38,569 - testrun_e1726b98 - [INFO] - [E:293| 0]: Train Loss:0.0012577, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:19:20,345 - testrun_e1726b98 - [INFO] - [E:293| 100]: Train Loss:0.0012691, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:20:56,500 - testrun_e1726b98 - [INFO] - [E:293| 200]: Train Loss:0.0012692, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:22:38,491 - testrun_e1726b98 - [INFO] - [E:293| 300]: Train Loss:0.0012662, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:24:15,468 - testrun_e1726b98 - [INFO] - [E:293| 400]: Train Loss:0.0012672, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:25:56,690 - testrun_e1726b98 - [INFO] - [E:293| 500]: Train Loss:0.0012671, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:27:36,478 - testrun_e1726b98 - [INFO] - [E:293| 600]: Train Loss:0.0012668, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:27:36,548 - testrun_e1726b98 - [INFO] - [Epoch:293]: Training Loss:0.001267 + +2023-06-02 21:27:36,886 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 21:27:53,754 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 21:28:12,438 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.40361, Head : 0.2295, Avg : 0.31656 + +2023-06-02 21:28:12,492 - testrun_e1726b98 - [INFO] - [Epoch 293]: Training Loss: 0.0012668, Valid MRR: 0.31667, + + + +2023-06-02 21:28:13,543 - testrun_e1726b98 - [INFO] - [E:294| 0]: Train Loss:0.0012408, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:29:55,487 - testrun_e1726b98 - [INFO] - [E:294| 100]: Train Loss:0.001269, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:31:32,780 - testrun_e1726b98 - [INFO] - [E:294| 200]: Train Loss:0.001269, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:33:13,547 - testrun_e1726b98 - [INFO] - [E:294| 300]: Train Loss:0.0012676, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:34:54,308 - testrun_e1726b98 - [INFO] - [E:294| 400]: Train Loss:0.001267, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:36:31,688 - testrun_e1726b98 - [INFO] - [E:294| 500]: Train Loss:0.0012662, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:38:12,747 - testrun_e1726b98 - [INFO] - [E:294| 600]: Train Loss:0.0012663, Val MRR:0.31667, testrun_e1726b98 +2023-06-02 21:38:12,799 - testrun_e1726b98 - [INFO] - [Epoch:294]: Training Loss:0.001266 + +2023-06-02 21:38:13,245 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 21:38:32,382 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 21:38:49,058 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.40271, Head : 0.23078, Avg : 0.31674 + +2023-06-02 21:38:52,801 - testrun_e1726b98 - [INFO] - [Epoch 294]: Training Loss: 0.0012663, Valid MRR: 0.31674, + + + +2023-06-02 21:38:53,899 - testrun_e1726b98 - [INFO] - [E:295| 0]: Train Loss:0.0012461, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:40:35,474 - testrun_e1726b98 - [INFO] - [E:295| 100]: Train Loss:0.0012695, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:42:14,192 - testrun_e1726b98 - [INFO] - [E:295| 200]: Train Loss:0.0012687, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:43:53,596 - testrun_e1726b98 - [INFO] - [E:295| 300]: Train Loss:0.0012651, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:45:35,365 - testrun_e1726b98 - [INFO] - [E:295| 400]: Train Loss:0.0012652, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:47:11,504 - testrun_e1726b98 - [INFO] - [E:295| 500]: Train Loss:0.0012656, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:48:52,653 - testrun_e1726b98 - [INFO] - [E:295| 600]: Train Loss:0.0012655, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:48:52,711 - testrun_e1726b98 - [INFO] - [Epoch:295]: Training Loss:0.001266 + +2023-06-02 21:48:53,119 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 21:49:12,887 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 21:49:30,175 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.39683, Head : 0.22945, Avg : 0.31314 + +2023-06-02 21:49:30,229 - testrun_e1726b98 - [INFO] - [Epoch 295]: Training Loss: 0.0012655, Valid MRR: 0.31674, + + + +2023-06-02 21:49:31,136 - testrun_e1726b98 - [INFO] - [E:296| 0]: Train Loss:0.0012603, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:51:10,244 - testrun_e1726b98 - [INFO] - [E:296| 100]: Train Loss:0.0012667, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:52:51,944 - testrun_e1726b98 - [INFO] - [E:296| 200]: Train Loss:0.0012661, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:54:28,180 - testrun_e1726b98 - [INFO] - [E:296| 300]: Train Loss:0.0012646, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:56:09,842 - testrun_e1726b98 - [INFO] - [E:296| 400]: Train Loss:0.0012651, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:57:45,917 - testrun_e1726b98 - [INFO] - [E:296| 500]: Train Loss:0.0012648, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:59:27,051 - testrun_e1726b98 - [INFO] - [E:296| 600]: Train Loss:0.0012646, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 21:59:27,106 - testrun_e1726b98 - [INFO] - [Epoch:296]: Training Loss:0.001265 + +2023-06-02 21:59:27,483 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 21:59:47,254 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 22:00:06,754 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.40005, Head : 0.22984, Avg : 0.31495 + +2023-06-02 22:00:06,821 - testrun_e1726b98 - [INFO] - [Epoch 296]: Training Loss: 0.0012646, Valid MRR: 0.31674, + + + +2023-06-02 22:00:07,885 - testrun_e1726b98 - [INFO] - [E:297| 0]: Train Loss:0.0012312, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:01:44,019 - testrun_e1726b98 - [INFO] - [E:297| 100]: Train Loss:0.0012641, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:03:25,670 - testrun_e1726b98 - [INFO] - [E:297| 200]: Train Loss:0.0012648, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:05:01,724 - testrun_e1726b98 - [INFO] - [E:297| 300]: Train Loss:0.0012636, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:06:43,446 - testrun_e1726b98 - [INFO] - [E:297| 400]: Train Loss:0.0012634, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:08:19,631 - testrun_e1726b98 - [INFO] - [E:297| 500]: Train Loss:0.0012642, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:10:00,719 - testrun_e1726b98 - [INFO] - [E:297| 600]: Train Loss:0.0012642, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:10:00,781 - testrun_e1726b98 - [INFO] - [Epoch:297]: Training Loss:0.001264 + +2023-06-02 22:10:01,126 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 22:10:20,871 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 22:10:40,434 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.39917, Head : 0.23039, Avg : 0.31478 + +2023-06-02 22:10:40,489 - testrun_e1726b98 - [INFO] - [Epoch 297]: Training Loss: 0.0012642, Valid MRR: 0.31674, + + + +2023-06-02 22:10:41,537 - testrun_e1726b98 - [INFO] - [E:298| 0]: Train Loss:0.0013316, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:12:17,562 - testrun_e1726b98 - [INFO] - [E:298| 100]: Train Loss:0.0012581, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:13:59,474 - testrun_e1726b98 - [INFO] - [E:298| 200]: Train Loss:0.0012608, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:15:35,699 - testrun_e1726b98 - [INFO] - [E:298| 300]: Train Loss:0.0012625, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:17:17,573 - testrun_e1726b98 - [INFO] - [E:298| 400]: Train Loss:0.0012629, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:18:56,608 - testrun_e1726b98 - [INFO] - [E:298| 500]: Train Loss:0.001263, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:20:35,140 - testrun_e1726b98 - [INFO] - [E:298| 600]: Train Loss:0.0012634, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:20:35,194 - testrun_e1726b98 - [INFO] - [Epoch:298]: Training Loss:0.001263 + +2023-06-02 22:20:35,651 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 22:20:55,463 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 22:21:15,018 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.40242, Head : 0.23023, Avg : 0.31632 + +2023-06-02 22:21:15,074 - testrun_e1726b98 - [INFO] - [Epoch 298]: Training Loss: 0.0012634, Valid MRR: 0.31674, + + + +2023-06-02 22:21:16,126 - testrun_e1726b98 - [INFO] - [E:299| 0]: Train Loss:0.0013036, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:22:52,524 - testrun_e1726b98 - [INFO] - [E:299| 100]: Train Loss:0.0012651, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:24:34,403 - testrun_e1726b98 - [INFO] - [E:299| 200]: Train Loss:0.0012641, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:26:13,949 - testrun_e1726b98 - [INFO] - [E:299| 300]: Train Loss:0.001264, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:27:52,759 - testrun_e1726b98 - [INFO] - [E:299| 400]: Train Loss:0.0012647, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:29:34,788 - testrun_e1726b98 - [INFO] - [E:299| 500]: Train Loss:0.0012638, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:31:10,081 - testrun_e1726b98 - [INFO] - [E:299| 600]: Train Loss:0.001263, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:31:10,134 - testrun_e1726b98 - [INFO] - [Epoch:299]: Training Loss:0.001263 + +2023-06-02 22:31:10,512 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 22:31:30,249 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 22:31:49,610 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.39995, Head : 0.23032, Avg : 0.31513 + MR: Tail : 152.69, Head : 644.53, Avg : 398.61 + Hit-1: Tail : 0.29661, Head : 0.18533, Avg : 0.24097 + Hit-3: Tail : 0.4561, Head : 0.22326, Avg : 0.33968 + Hit-10: Tail : 0.60211, Head : 0.31675, Avg : 0.45943 +2023-06-02 22:31:49,675 - testrun_e1726b98 - [INFO] - [Epoch 299]: Training Loss: 0.001263, Valid MRR: 0.31674, + + + +2023-06-02 22:31:50,696 - testrun_e1726b98 - [INFO] - [E:300| 0]: Train Loss:0.0013089, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:33:30,480 - testrun_e1726b98 - [INFO] - [E:300| 100]: Train Loss:0.0012677, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:35:08,227 - testrun_e1726b98 - [INFO] - [E:300| 200]: Train Loss:0.0012641, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:36:49,610 - testrun_e1726b98 - [INFO] - [E:300| 300]: Train Loss:0.0012628, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:38:25,589 - testrun_e1726b98 - [INFO] - [E:300| 400]: Train Loss:0.0012623, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:40:06,929 - testrun_e1726b98 - [INFO] - [E:300| 500]: Train Loss:0.0012615, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:41:42,223 - testrun_e1726b98 - [INFO] - [E:300| 600]: Train Loss:0.0012623, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:41:42,296 - testrun_e1726b98 - [INFO] - [Epoch:300]: Training Loss:0.001262 + +2023-06-02 22:41:42,681 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 22:42:02,426 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 22:42:21,947 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.3979, Head : 0.22999, Avg : 0.31394 + +2023-06-02 22:42:22,014 - testrun_e1726b98 - [INFO] - [Epoch 300]: Training Loss: 0.0012623, Valid MRR: 0.31674, + + + +2023-06-02 22:42:23,101 - testrun_e1726b98 - [INFO] - [E:301| 0]: Train Loss:0.0012471, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:44:04,495 - testrun_e1726b98 - [INFO] - [E:301| 100]: Train Loss:0.0012611, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:45:40,447 - testrun_e1726b98 - [INFO] - [E:301| 200]: Train Loss:0.0012642, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:47:21,915 - testrun_e1726b98 - [INFO] - [E:301| 300]: Train Loss:0.0012629, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:48:57,909 - testrun_e1726b98 - [INFO] - [E:301| 400]: Train Loss:0.0012615, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:50:39,325 - testrun_e1726b98 - [INFO] - [E:301| 500]: Train Loss:0.0012627, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:52:15,446 - testrun_e1726b98 - [INFO] - [E:301| 600]: Train Loss:0.0012613, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:52:15,497 - testrun_e1726b98 - [INFO] - [Epoch:301]: Training Loss:0.001261 + +2023-06-02 22:52:15,850 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 22:52:34,814 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 22:52:54,236 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.40331, Head : 0.23006, Avg : 0.31668 + +2023-06-02 22:52:54,287 - testrun_e1726b98 - [INFO] - [Epoch 301]: Training Loss: 0.0012613, Valid MRR: 0.31674, + + + +2023-06-02 22:52:55,422 - testrun_e1726b98 - [INFO] - [E:302| 0]: Train Loss:0.0013101, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:54:36,723 - testrun_e1726b98 - [INFO] - [E:302| 100]: Train Loss:0.001263, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:56:12,604 - testrun_e1726b98 - [INFO] - [E:302| 200]: Train Loss:0.0012601, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:57:54,243 - testrun_e1726b98 - [INFO] - [E:302| 300]: Train Loss:0.0012588, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 22:59:31,998 - testrun_e1726b98 - [INFO] - [E:302| 400]: Train Loss:0.0012615, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:01:11,592 - testrun_e1726b98 - [INFO] - [E:302| 500]: Train Loss:0.0012608, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:02:52,202 - testrun_e1726b98 - [INFO] - [E:302| 600]: Train Loss:0.0012605, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:02:52,266 - testrun_e1726b98 - [INFO] - [Epoch:302]: Training Loss:0.00126 + +2023-06-02 23:02:52,691 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 23:03:09,473 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 23:03:26,659 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.40022, Head : 0.23072, Avg : 0.31547 + +2023-06-02 23:03:26,712 - testrun_e1726b98 - [INFO] - [Epoch 302]: Training Loss: 0.0012605, Valid MRR: 0.31674, + + + +2023-06-02 23:03:27,803 - testrun_e1726b98 - [INFO] - [E:303| 0]: Train Loss:0.00128, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:05:09,416 - testrun_e1726b98 - [INFO] - [E:303| 100]: Train Loss:0.0012619, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:06:48,336 - testrun_e1726b98 - [INFO] - [E:303| 200]: Train Loss:0.0012568, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:08:27,234 - testrun_e1726b98 - [INFO] - [E:303| 300]: Train Loss:0.0012562, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:10:08,662 - testrun_e1726b98 - [INFO] - [E:303| 400]: Train Loss:0.0012584, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:11:44,353 - testrun_e1726b98 - [INFO] - [E:303| 500]: Train Loss:0.0012584, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:13:25,118 - testrun_e1726b98 - [INFO] - [E:303| 600]: Train Loss:0.0012603, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:13:25,170 - testrun_e1726b98 - [INFO] - [Epoch:303]: Training Loss:0.00126 + +2023-06-02 23:13:25,570 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 23:13:45,243 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 23:14:03,410 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.40234, Head : 0.23051, Avg : 0.31643 + +2023-06-02 23:14:03,468 - testrun_e1726b98 - [INFO] - [Epoch 303]: Training Loss: 0.0012603, Valid MRR: 0.31674, + + + +2023-06-02 23:14:04,400 - testrun_e1726b98 - [INFO] - [E:304| 0]: Train Loss:0.0012567, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:15:41,796 - testrun_e1726b98 - [INFO] - [E:304| 100]: Train Loss:0.001255, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:17:22,852 - testrun_e1726b98 - [INFO] - [E:304| 200]: Train Loss:0.0012599, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:18:58,686 - testrun_e1726b98 - [INFO] - [E:304| 300]: Train Loss:0.0012597, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:20:40,036 - testrun_e1726b98 - [INFO] - [E:304| 400]: Train Loss:0.001259, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:22:15,936 - testrun_e1726b98 - [INFO] - [E:304| 500]: Train Loss:0.0012598, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:23:56,643 - testrun_e1726b98 - [INFO] - [E:304| 600]: Train Loss:0.0012593, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:23:56,730 - testrun_e1726b98 - [INFO] - [Epoch:304]: Training Loss:0.001259 + +2023-06-02 23:23:57,091 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 23:24:16,814 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 23:24:36,306 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.39831, Head : 0.2314, Avg : 0.31486 + +2023-06-02 23:24:36,361 - testrun_e1726b98 - [INFO] - [Epoch 304]: Training Loss: 0.0012593, Valid MRR: 0.31674, + + + +2023-06-02 23:24:37,483 - testrun_e1726b98 - [INFO] - [E:305| 0]: Train Loss:0.0012367, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:26:13,448 - testrun_e1726b98 - [INFO] - [E:305| 100]: Train Loss:0.001259, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:27:54,939 - testrun_e1726b98 - [INFO] - [E:305| 200]: Train Loss:0.0012608, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:29:30,758 - testrun_e1726b98 - [INFO] - [E:305| 300]: Train Loss:0.0012603, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:31:12,242 - testrun_e1726b98 - [INFO] - [E:305| 400]: Train Loss:0.0012588, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:32:49,267 - testrun_e1726b98 - [INFO] - [E:305| 500]: Train Loss:0.0012581, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:34:29,135 - testrun_e1726b98 - [INFO] - [E:305| 600]: Train Loss:0.0012587, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:34:29,189 - testrun_e1726b98 - [INFO] - [Epoch:305]: Training Loss:0.001259 + +2023-06-02 23:34:29,619 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 23:34:49,415 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 23:35:08,961 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.40301, Head : 0.23024, Avg : 0.31663 + +2023-06-02 23:35:09,014 - testrun_e1726b98 - [INFO] - [Epoch 305]: Training Loss: 0.0012587, Valid MRR: 0.31674, + + + +2023-06-02 23:35:10,090 - testrun_e1726b98 - [INFO] - [E:306| 0]: Train Loss:0.0012569, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:36:46,124 - testrun_e1726b98 - [INFO] - [E:306| 100]: Train Loss:0.0012548, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:38:27,577 - testrun_e1726b98 - [INFO] - [E:306| 200]: Train Loss:0.001257, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:40:05,432 - testrun_e1726b98 - [INFO] - [E:306| 300]: Train Loss:0.0012582, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:41:44,517 - testrun_e1726b98 - [INFO] - [E:306| 400]: Train Loss:0.0012585, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:43:25,801 - testrun_e1726b98 - [INFO] - [E:306| 500]: Train Loss:0.0012578, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:45:01,135 - testrun_e1726b98 - [INFO] - [E:306| 600]: Train Loss:0.0012584, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:45:01,189 - testrun_e1726b98 - [INFO] - [Epoch:306]: Training Loss:0.001258 + +2023-06-02 23:45:01,583 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 23:45:21,319 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 23:45:40,769 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.40008, Head : 0.23182, Avg : 0.31595 + +2023-06-02 23:45:40,826 - testrun_e1726b98 - [INFO] - [Epoch 306]: Training Loss: 0.0012584, Valid MRR: 0.31674, + + + +2023-06-02 23:45:41,981 - testrun_e1726b98 - [INFO] - [E:307| 0]: Train Loss:0.0011982, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:47:21,069 - testrun_e1726b98 - [INFO] - [E:307| 100]: Train Loss:0.0012554, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:48:59,281 - testrun_e1726b98 - [INFO] - [E:307| 200]: Train Loss:0.001254, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:50:40,712 - testrun_e1726b98 - [INFO] - [E:307| 300]: Train Loss:0.001256, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:52:16,978 - testrun_e1726b98 - [INFO] - [E:307| 400]: Train Loss:0.0012572, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:53:58,731 - testrun_e1726b98 - [INFO] - [E:307| 500]: Train Loss:0.0012584, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:55:34,169 - testrun_e1726b98 - [INFO] - [E:307| 600]: Train Loss:0.0012576, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:55:34,220 - testrun_e1726b98 - [INFO] - [Epoch:307]: Training Loss:0.001258 + +2023-06-02 23:55:34,556 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-02 23:55:54,329 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-02 23:56:13,794 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.39845, Head : 0.23085, Avg : 0.31465 + +2023-06-02 23:56:13,847 - testrun_e1726b98 - [INFO] - [Epoch 307]: Training Loss: 0.0012576, Valid MRR: 0.31674, + + + +2023-06-02 23:56:14,894 - testrun_e1726b98 - [INFO] - [E:308| 0]: Train Loss:0.0012008, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:57:56,253 - testrun_e1726b98 - [INFO] - [E:308| 100]: Train Loss:0.0012539, Val MRR:0.31674, testrun_e1726b98 +2023-06-02 23:59:32,152 - testrun_e1726b98 - [INFO] - [E:308| 200]: Train Loss:0.0012523, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:01:13,850 - testrun_e1726b98 - [INFO] - [E:308| 300]: Train Loss:0.0012545, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:02:49,766 - testrun_e1726b98 - [INFO] - [E:308| 400]: Train Loss:0.0012559, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:04:31,252 - testrun_e1726b98 - [INFO] - [E:308| 500]: Train Loss:0.0012567, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:06:07,141 - testrun_e1726b98 - [INFO] - [E:308| 600]: Train Loss:0.0012566, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:06:07,193 - testrun_e1726b98 - [INFO] - [Epoch:308]: Training Loss:0.001257 + +2023-06-03 00:06:07,549 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 00:06:26,877 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 00:06:46,383 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.39576, Head : 0.23174, Avg : 0.31375 + +2023-06-03 00:06:46,434 - testrun_e1726b98 - [INFO] - [Epoch 308]: Training Loss: 0.0012566, Valid MRR: 0.31674, + + + +2023-06-03 00:06:47,532 - testrun_e1726b98 - [INFO] - [E:309| 0]: Train Loss:0.0012311, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:08:29,104 - testrun_e1726b98 - [INFO] - [E:309| 100]: Train Loss:0.0012545, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:10:04,877 - testrun_e1726b98 - [INFO] - [E:309| 200]: Train Loss:0.0012553, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:11:46,345 - testrun_e1726b98 - [INFO] - [E:309| 300]: Train Loss:0.001256, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:13:23,989 - testrun_e1726b98 - [INFO] - [E:309| 400]: Train Loss:0.0012568, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:15:04,073 - testrun_e1726b98 - [INFO] - [E:309| 500]: Train Loss:0.0012577, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:16:44,698 - testrun_e1726b98 - [INFO] - [E:309| 600]: Train Loss:0.0012569, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:16:44,760 - testrun_e1726b98 - [INFO] - [Epoch:309]: Training Loss:0.001257 + +2023-06-03 00:16:45,103 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 00:17:01,932 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 00:17:19,537 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.39939, Head : 0.23146, Avg : 0.31542 + MR: Tail : 144.84, Head : 642.41, Avg : 393.62 + Hit-1: Tail : 0.29522, Head : 0.1863, Avg : 0.24076 + Hit-3: Tail : 0.46138, Head : 0.22395, Avg : 0.34266 + Hit-10: Tail : 0.59989, Head : 0.31787, Avg : 0.45888 +2023-06-03 00:17:19,591 - testrun_e1726b98 - [INFO] - [Epoch 309]: Training Loss: 0.0012569, Valid MRR: 0.31674, + + + +2023-06-03 00:17:20,639 - testrun_e1726b98 - [INFO] - [E:310| 0]: Train Loss:0.0012366, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:19:02,021 - testrun_e1726b98 - [INFO] - [E:310| 100]: Train Loss:0.0012554, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:20:40,358 - testrun_e1726b98 - [INFO] - [E:310| 200]: Train Loss:0.0012544, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:22:19,492 - testrun_e1726b98 - [INFO] - [E:310| 300]: Train Loss:0.0012555, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:24:00,935 - testrun_e1726b98 - [INFO] - [E:310| 400]: Train Loss:0.0012551, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:25:36,959 - testrun_e1726b98 - [INFO] - [E:310| 500]: Train Loss:0.0012551, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:27:17,826 - testrun_e1726b98 - [INFO] - [E:310| 600]: Train Loss:0.0012558, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:27:17,878 - testrun_e1726b98 - [INFO] - [Epoch:310]: Training Loss:0.001256 + +2023-06-03 00:27:18,215 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 00:27:37,909 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 00:27:55,668 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.39909, Head : 0.23203, Avg : 0.31556 + +2023-06-03 00:27:55,718 - testrun_e1726b98 - [INFO] - [Epoch 310]: Training Loss: 0.0012558, Valid MRR: 0.31674, + + + +2023-06-03 00:27:56,640 - testrun_e1726b98 - [INFO] - [E:311| 0]: Train Loss:0.0012759, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:29:34,652 - testrun_e1726b98 - [INFO] - [E:311| 100]: Train Loss:0.0012533, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:31:16,029 - testrun_e1726b98 - [INFO] - [E:311| 200]: Train Loss:0.0012542, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:32:52,054 - testrun_e1726b98 - [INFO] - [E:311| 300]: Train Loss:0.0012543, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:34:33,565 - testrun_e1726b98 - [INFO] - [E:311| 400]: Train Loss:0.0012542, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:36:09,716 - testrun_e1726b98 - [INFO] - [E:311| 500]: Train Loss:0.001255, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:37:50,619 - testrun_e1726b98 - [INFO] - [E:311| 600]: Train Loss:0.0012552, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:37:50,693 - testrun_e1726b98 - [INFO] - [Epoch:311]: Training Loss:0.001255 + +2023-06-03 00:37:51,044 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 00:38:10,851 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 00:38:30,456 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.39773, Head : 0.23163, Avg : 0.31468 + +2023-06-03 00:38:30,509 - testrun_e1726b98 - [INFO] - [Epoch 311]: Training Loss: 0.0012552, Valid MRR: 0.31674, + + + +2023-06-03 00:38:31,597 - testrun_e1726b98 - [INFO] - [E:312| 0]: Train Loss:0.0012892, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:40:07,812 - testrun_e1726b98 - [INFO] - [E:312| 100]: Train Loss:0.0012518, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:41:49,555 - testrun_e1726b98 - [INFO] - [E:312| 200]: Train Loss:0.0012531, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:43:25,528 - testrun_e1726b98 - [INFO] - [E:312| 300]: Train Loss:0.001253, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:45:07,370 - testrun_e1726b98 - [INFO] - [E:312| 400]: Train Loss:0.0012532, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:46:43,664 - testrun_e1726b98 - [INFO] - [E:312| 500]: Train Loss:0.0012534, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:48:24,581 - testrun_e1726b98 - [INFO] - [E:312| 600]: Train Loss:0.001254, Val MRR:0.31674, testrun_e1726b98 +2023-06-03 00:48:24,655 - testrun_e1726b98 - [INFO] - [Epoch:312]: Training Loss:0.001254 + +2023-06-03 00:48:25,017 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 00:48:44,776 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 00:49:04,349 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.4034, Head : 0.23133, Avg : 0.31736 + +2023-06-03 00:49:07,276 - testrun_e1726b98 - [INFO] - [Epoch 312]: Training Loss: 0.001254, Valid MRR: 0.31736, + + + +2023-06-03 00:49:08,292 - testrun_e1726b98 - [INFO] - [E:313| 0]: Train Loss:0.0012568, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 00:50:44,308 - testrun_e1726b98 - [INFO] - [E:313| 100]: Train Loss:0.0012582, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 00:52:26,113 - testrun_e1726b98 - [INFO] - [E:313| 200]: Train Loss:0.0012558, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 00:54:02,254 - testrun_e1726b98 - [INFO] - [E:313| 300]: Train Loss:0.0012532, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 00:55:43,844 - testrun_e1726b98 - [INFO] - [E:313| 400]: Train Loss:0.0012532, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 00:57:22,954 - testrun_e1726b98 - [INFO] - [E:313| 500]: Train Loss:0.0012537, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 00:59:01,341 - testrun_e1726b98 - [INFO] - [E:313| 600]: Train Loss:0.0012537, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 00:59:01,396 - testrun_e1726b98 - [INFO] - [Epoch:313]: Training Loss:0.001254 + +2023-06-03 00:59:01,843 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 00:59:21,653 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 00:59:41,214 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.40093, Head : 0.2319, Avg : 0.31641 + +2023-06-03 00:59:41,265 - testrun_e1726b98 - [INFO] - [Epoch 313]: Training Loss: 0.0012537, Valid MRR: 0.31736, + + + +2023-06-03 00:59:42,339 - testrun_e1726b98 - [INFO] - [E:314| 0]: Train Loss:0.0012055, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:01:18,834 - testrun_e1726b98 - [INFO] - [E:314| 100]: Train Loss:0.0012544, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:03:00,672 - testrun_e1726b98 - [INFO] - [E:314| 200]: Train Loss:0.0012541, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:04:40,572 - testrun_e1726b98 - [INFO] - [E:314| 300]: Train Loss:0.001256, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:06:19,122 - testrun_e1726b98 - [INFO] - [E:314| 400]: Train Loss:0.0012538, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:08:01,219 - testrun_e1726b98 - [INFO] - [E:314| 500]: Train Loss:0.0012535, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:09:36,903 - testrun_e1726b98 - [INFO] - [E:314| 600]: Train Loss:0.0012537, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:09:36,954 - testrun_e1726b98 - [INFO] - [Epoch:314]: Training Loss:0.001254 + +2023-06-03 01:09:37,359 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 01:09:57,179 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 01:10:16,755 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.40119, Head : 0.23117, Avg : 0.31618 + +2023-06-03 01:10:16,819 - testrun_e1726b98 - [INFO] - [Epoch 314]: Training Loss: 0.0012537, Valid MRR: 0.31736, + + + +2023-06-03 01:10:17,875 - testrun_e1726b98 - [INFO] - [E:315| 0]: Train Loss:0.0013127, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:11:58,184 - testrun_e1726b98 - [INFO] - [E:315| 100]: Train Loss:0.0012563, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:13:36,365 - testrun_e1726b98 - [INFO] - [E:315| 200]: Train Loss:0.0012549, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:15:18,569 - testrun_e1726b98 - [INFO] - [E:315| 300]: Train Loss:0.0012538, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:16:54,945 - testrun_e1726b98 - [INFO] - [E:315| 400]: Train Loss:0.0012532, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:18:36,990 - testrun_e1726b98 - [INFO] - [E:315| 500]: Train Loss:0.0012523, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:20:12,604 - testrun_e1726b98 - [INFO] - [E:315| 600]: Train Loss:0.0012529, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:20:12,661 - testrun_e1726b98 - [INFO] - [Epoch:315]: Training Loss:0.001253 + +2023-06-03 01:20:13,052 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 01:20:32,881 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 01:20:52,439 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.40225, Head : 0.23205, Avg : 0.31715 + +2023-06-03 01:20:52,490 - testrun_e1726b98 - [INFO] - [Epoch 315]: Training Loss: 0.0012529, Valid MRR: 0.31736, + + + +2023-06-03 01:20:53,540 - testrun_e1726b98 - [INFO] - [E:316| 0]: Train Loss:0.0012971, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:22:35,539 - testrun_e1726b98 - [INFO] - [E:316| 100]: Train Loss:0.0012542, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:24:11,787 - testrun_e1726b98 - [INFO] - [E:316| 200]: Train Loss:0.0012503, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:25:53,397 - testrun_e1726b98 - [INFO] - [E:316| 300]: Train Loss:0.0012514, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:27:29,567 - testrun_e1726b98 - [INFO] - [E:316| 400]: Train Loss:0.0012528, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:29:11,434 - testrun_e1726b98 - [INFO] - [E:316| 500]: Train Loss:0.0012531, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:30:46,967 - testrun_e1726b98 - [INFO] - [E:316| 600]: Train Loss:0.001252, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:30:47,037 - testrun_e1726b98 - [INFO] - [Epoch:316]: Training Loss:0.001252 + +2023-06-03 01:30:47,397 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 01:31:07,179 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 01:31:26,736 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.39974, Head : 0.23173, Avg : 0.31573 + +2023-06-03 01:31:26,822 - testrun_e1726b98 - [INFO] - [Epoch 316]: Training Loss: 0.001252, Valid MRR: 0.31736, + + + +2023-06-03 01:31:27,857 - testrun_e1726b98 - [INFO] - [E:317| 0]: Train Loss:0.0011952, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:33:09,774 - testrun_e1726b98 - [INFO] - [E:317| 100]: Train Loss:0.0012499, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:34:46,207 - testrun_e1726b98 - [INFO] - [E:317| 200]: Train Loss:0.0012492, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:36:28,178 - testrun_e1726b98 - [INFO] - [E:317| 300]: Train Loss:0.0012508, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:38:04,614 - testrun_e1726b98 - [INFO] - [E:317| 400]: Train Loss:0.0012497, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:39:46,570 - testrun_e1726b98 - [INFO] - [E:317| 500]: Train Loss:0.0012515, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:41:25,481 - testrun_e1726b98 - [INFO] - [E:317| 600]: Train Loss:0.0012515, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:41:25,534 - testrun_e1726b98 - [INFO] - [Epoch:317]: Training Loss:0.001252 + +2023-06-03 01:41:25,885 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 01:41:42,869 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 01:42:02,459 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.39961, Head : 0.23196, Avg : 0.31579 + +2023-06-03 01:42:02,513 - testrun_e1726b98 - [INFO] - [Epoch 317]: Training Loss: 0.0012515, Valid MRR: 0.31736, + + + +2023-06-03 01:42:03,587 - testrun_e1726b98 - [INFO] - [E:318| 0]: Train Loss:0.0012439, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:43:45,653 - testrun_e1726b98 - [INFO] - [E:318| 100]: Train Loss:0.0012528, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:45:21,932 - testrun_e1726b98 - [INFO] - [E:318| 200]: Train Loss:0.0012504, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:47:03,604 - testrun_e1726b98 - [INFO] - [E:318| 300]: Train Loss:0.0012499, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:48:43,537 - testrun_e1726b98 - [INFO] - [E:318| 400]: Train Loss:0.0012493, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:50:21,998 - testrun_e1726b98 - [INFO] - [E:318| 500]: Train Loss:0.0012504, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:52:03,448 - testrun_e1726b98 - [INFO] - [E:318| 600]: Train Loss:0.0012508, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:52:03,500 - testrun_e1726b98 - [INFO] - [Epoch:318]: Training Loss:0.001251 + +2023-06-03 01:52:03,948 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 01:52:22,074 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 01:52:38,760 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.40288, Head : 0.23127, Avg : 0.31708 + +2023-06-03 01:52:38,815 - testrun_e1726b98 - [INFO] - [Epoch 318]: Training Loss: 0.0012508, Valid MRR: 0.31736, + + + +2023-06-03 01:52:39,767 - testrun_e1726b98 - [INFO] - [E:319| 0]: Train Loss:0.0012448, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:54:21,559 - testrun_e1726b98 - [INFO] - [E:319| 100]: Train Loss:0.0012508, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:56:01,692 - testrun_e1726b98 - [INFO] - [E:319| 200]: Train Loss:0.0012513, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:57:40,135 - testrun_e1726b98 - [INFO] - [E:319| 300]: Train Loss:0.0012523, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 01:59:22,137 - testrun_e1726b98 - [INFO] - [E:319| 400]: Train Loss:0.0012518, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:00:58,458 - testrun_e1726b98 - [INFO] - [E:319| 500]: Train Loss:0.0012506, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:02:39,886 - testrun_e1726b98 - [INFO] - [E:319| 600]: Train Loss:0.0012508, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:02:39,939 - testrun_e1726b98 - [INFO] - [Epoch:319]: Training Loss:0.001251 + +2023-06-03 02:02:40,398 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 02:03:00,230 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 02:03:18,518 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.40331, Head : 0.23111, Avg : 0.31721 + MR: Tail : 147.67, Head : 654.28, Avg : 400.98 + Hit-1: Tail : 0.30022, Head : 0.18463, Avg : 0.24243 + Hit-3: Tail : 0.45916, Head : 0.2284, Avg : 0.34378 + Hit-10: Tail : 0.59933, Head : 0.3187, Avg : 0.45902 +2023-06-03 02:03:18,578 - testrun_e1726b98 - [INFO] - [Epoch 319]: Training Loss: 0.0012508, Valid MRR: 0.31736, + + + +2023-06-03 02:03:19,514 - testrun_e1726b98 - [INFO] - [E:320| 0]: Train Loss:0.0012332, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:04:57,720 - testrun_e1726b98 - [INFO] - [E:320| 100]: Train Loss:0.0012489, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:06:39,813 - testrun_e1726b98 - [INFO] - [E:320| 200]: Train Loss:0.0012496, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:08:16,105 - testrun_e1726b98 - [INFO] - [E:320| 300]: Train Loss:0.0012507, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:09:58,171 - testrun_e1726b98 - [INFO] - [E:320| 400]: Train Loss:0.0012516, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:11:34,328 - testrun_e1726b98 - [INFO] - [E:320| 500]: Train Loss:0.0012511, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:13:15,801 - testrun_e1726b98 - [INFO] - [E:320| 600]: Train Loss:0.0012498, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:13:15,853 - testrun_e1726b98 - [INFO] - [Epoch:320]: Training Loss:0.00125 + +2023-06-03 02:13:16,253 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 02:13:36,081 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 02:13:55,653 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.40071, Head : 0.23156, Avg : 0.31613 + +2023-06-03 02:13:55,712 - testrun_e1726b98 - [INFO] - [Epoch 320]: Training Loss: 0.0012498, Valid MRR: 0.31736, + + + +2023-06-03 02:13:56,772 - testrun_e1726b98 - [INFO] - [E:321| 0]: Train Loss:0.0012824, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:15:33,145 - testrun_e1726b98 - [INFO] - [E:321| 100]: Train Loss:0.0012464, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:17:15,144 - testrun_e1726b98 - [INFO] - [E:321| 200]: Train Loss:0.0012496, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:18:51,530 - testrun_e1726b98 - [INFO] - [E:321| 300]: Train Loss:0.0012497, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:20:33,450 - testrun_e1726b98 - [INFO] - [E:321| 400]: Train Loss:0.0012499, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:22:09,805 - testrun_e1726b98 - [INFO] - [E:321| 500]: Train Loss:0.0012498, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:23:51,225 - testrun_e1726b98 - [INFO] - [E:321| 600]: Train Loss:0.0012498, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:23:51,278 - testrun_e1726b98 - [INFO] - [Epoch:321]: Training Loss:0.00125 + +2023-06-03 02:23:51,753 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 02:24:11,602 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 02:24:31,190 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.40259, Head : 0.23189, Avg : 0.31724 + +2023-06-03 02:24:31,241 - testrun_e1726b98 - [INFO] - [Epoch 321]: Training Loss: 0.0012498, Valid MRR: 0.31736, + + + +2023-06-03 02:24:32,303 - testrun_e1726b98 - [INFO] - [E:322| 0]: Train Loss:0.0012385, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:26:08,532 - testrun_e1726b98 - [INFO] - [E:322| 100]: Train Loss:0.0012467, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:27:50,411 - testrun_e1726b98 - [INFO] - [E:322| 200]: Train Loss:0.0012502, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:29:26,640 - testrun_e1726b98 - [INFO] - [E:322| 300]: Train Loss:0.0012485, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:31:08,520 - testrun_e1726b98 - [INFO] - [E:322| 400]: Train Loss:0.0012484, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:32:48,026 - testrun_e1726b98 - [INFO] - [E:322| 500]: Train Loss:0.001248, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:34:25,978 - testrun_e1726b98 - [INFO] - [E:322| 600]: Train Loss:0.0012489, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:34:26,036 - testrun_e1726b98 - [INFO] - [Epoch:322]: Training Loss:0.001249 + +2023-06-03 02:34:26,372 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 02:34:46,174 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 02:35:05,696 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.4028, Head : 0.23144, Avg : 0.31712 + +2023-06-03 02:35:05,748 - testrun_e1726b98 - [INFO] - [Epoch 322]: Training Loss: 0.0012489, Valid MRR: 0.31736, + + + +2023-06-03 02:35:06,825 - testrun_e1726b98 - [INFO] - [E:323| 0]: Train Loss:0.0012451, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:36:43,519 - testrun_e1726b98 - [INFO] - [E:323| 100]: Train Loss:0.0012444, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:38:24,995 - testrun_e1726b98 - [INFO] - [E:323| 200]: Train Loss:0.0012457, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:40:05,149 - testrun_e1726b98 - [INFO] - [E:323| 300]: Train Loss:0.0012465, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:41:43,403 - testrun_e1726b98 - [INFO] - [E:323| 400]: Train Loss:0.0012477, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:43:25,691 - testrun_e1726b98 - [INFO] - [E:323| 500]: Train Loss:0.0012478, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:45:01,376 - testrun_e1726b98 - [INFO] - [E:323| 600]: Train Loss:0.0012482, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:45:01,430 - testrun_e1726b98 - [INFO] - [Epoch:323]: Training Loss:0.001248 + +2023-06-03 02:45:01,833 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 02:45:21,664 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 02:45:41,261 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.40014, Head : 0.23125, Avg : 0.31569 + +2023-06-03 02:45:41,313 - testrun_e1726b98 - [INFO] - [Epoch 323]: Training Loss: 0.0012482, Valid MRR: 0.31736, + + + +2023-06-03 02:45:42,375 - testrun_e1726b98 - [INFO] - [E:324| 0]: Train Loss:0.0012382, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:47:23,236 - testrun_e1726b98 - [INFO] - [E:324| 100]: Train Loss:0.0012508, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:49:01,371 - testrun_e1726b98 - [INFO] - [E:324| 200]: Train Loss:0.0012468, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:50:43,654 - testrun_e1726b98 - [INFO] - [E:324| 300]: Train Loss:0.0012465, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:52:20,192 - testrun_e1726b98 - [INFO] - [E:324| 400]: Train Loss:0.0012471, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:54:02,126 - testrun_e1726b98 - [INFO] - [E:324| 500]: Train Loss:0.0012487, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:55:37,570 - testrun_e1726b98 - [INFO] - [E:324| 600]: Train Loss:0.0012479, Val MRR:0.31736, testrun_e1726b98 +2023-06-03 02:55:37,623 - testrun_e1726b98 - [INFO] - [Epoch:324]: Training Loss:0.001248 + +2023-06-03 02:55:38,002 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 02:55:57,821 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 02:56:17,395 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.40462, Head : 0.23136, Avg : 0.31799 + +2023-06-03 02:56:20,686 - testrun_e1726b98 - [INFO] - [Epoch 324]: Training Loss: 0.0012479, Valid MRR: 0.31799, + + + +2023-06-03 02:56:21,743 - testrun_e1726b98 - [INFO] - [E:325| 0]: Train Loss:0.0012384, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 02:58:03,490 - testrun_e1726b98 - [INFO] - [E:325| 100]: Train Loss:0.0012489, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 02:59:39,646 - testrun_e1726b98 - [INFO] - [E:325| 200]: Train Loss:0.0012483, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:01:21,448 - testrun_e1726b98 - [INFO] - [E:325| 300]: Train Loss:0.0012474, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:02:57,639 - testrun_e1726b98 - [INFO] - [E:325| 400]: Train Loss:0.0012482, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:04:39,502 - testrun_e1726b98 - [INFO] - [E:325| 500]: Train Loss:0.0012475, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:06:15,014 - testrun_e1726b98 - [INFO] - [E:325| 600]: Train Loss:0.0012476, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:06:15,065 - testrun_e1726b98 - [INFO] - [Epoch:325]: Training Loss:0.001248 + +2023-06-03 03:06:15,462 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 03:06:35,260 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 03:06:54,833 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.40218, Head : 0.23115, Avg : 0.31667 + +2023-06-03 03:06:54,884 - testrun_e1726b98 - [INFO] - [Epoch 325]: Training Loss: 0.0012476, Valid MRR: 0.31799, + + + +2023-06-03 03:06:55,966 - testrun_e1726b98 - [INFO] - [E:326| 0]: Train Loss:0.0012849, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:08:37,672 - testrun_e1726b98 - [INFO] - [E:326| 100]: Train Loss:0.0012511, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:10:13,933 - testrun_e1726b98 - [INFO] - [E:326| 200]: Train Loss:0.0012489, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:11:56,185 - testrun_e1726b98 - [INFO] - [E:326| 300]: Train Loss:0.0012475, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:13:32,486 - testrun_e1726b98 - [INFO] - [E:326| 400]: Train Loss:0.0012474, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:15:14,399 - testrun_e1726b98 - [INFO] - [E:326| 500]: Train Loss:0.0012472, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:16:53,629 - testrun_e1726b98 - [INFO] - [E:326| 600]: Train Loss:0.0012471, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:16:53,687 - testrun_e1726b98 - [INFO] - [Epoch:326]: Training Loss:0.001247 + +2023-06-03 03:16:54,038 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 03:17:10,930 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 03:17:30,231 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.40238, Head : 0.23208, Avg : 0.31723 + +2023-06-03 03:17:30,284 - testrun_e1726b98 - [INFO] - [Epoch 326]: Training Loss: 0.0012471, Valid MRR: 0.31799, + + + +2023-06-03 03:17:31,375 - testrun_e1726b98 - [INFO] - [E:327| 0]: Train Loss:0.0012574, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:19:13,128 - testrun_e1726b98 - [INFO] - [E:327| 100]: Train Loss:0.0012441, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:20:50,093 - testrun_e1726b98 - [INFO] - [E:327| 200]: Train Loss:0.0012471, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:22:31,223 - testrun_e1726b98 - [INFO] - [E:327| 300]: Train Loss:0.0012464, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:24:11,830 - testrun_e1726b98 - [INFO] - [E:327| 400]: Train Loss:0.0012453, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:25:49,689 - testrun_e1726b98 - [INFO] - [E:327| 500]: Train Loss:0.0012458, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:27:30,534 - testrun_e1726b98 - [INFO] - [E:327| 600]: Train Loss:0.0012465, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:27:30,585 - testrun_e1726b98 - [INFO] - [Epoch:327]: Training Loss:0.001247 + +2023-06-03 03:27:31,036 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 03:27:50,187 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 03:28:06,841 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.40172, Head : 0.23122, Avg : 0.31647 + +2023-06-03 03:28:06,894 - testrun_e1726b98 - [INFO] - [Epoch 327]: Training Loss: 0.0012465, Valid MRR: 0.31799, + + + +2023-06-03 03:28:07,823 - testrun_e1726b98 - [INFO] - [E:328| 0]: Train Loss:0.0012325, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:29:48,510 - testrun_e1726b98 - [INFO] - [E:328| 100]: Train Loss:0.0012438, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:31:30,002 - testrun_e1726b98 - [INFO] - [E:328| 200]: Train Loss:0.0012458, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:33:06,897 - testrun_e1726b98 - [INFO] - [E:328| 300]: Train Loss:0.0012475, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:34:48,686 - testrun_e1726b98 - [INFO] - [E:328| 400]: Train Loss:0.0012468, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:36:25,062 - testrun_e1726b98 - [INFO] - [E:328| 500]: Train Loss:0.0012457, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:38:06,174 - testrun_e1726b98 - [INFO] - [E:328| 600]: Train Loss:0.0012456, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:38:06,232 - testrun_e1726b98 - [INFO] - [Epoch:328]: Training Loss:0.001246 + +2023-06-03 03:38:06,729 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 03:38:26,553 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 03:38:46,042 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.4031, Head : 0.23143, Avg : 0.31726 + +2023-06-03 03:38:46,094 - testrun_e1726b98 - [INFO] - [Epoch 328]: Training Loss: 0.0012456, Valid MRR: 0.31799, + + + +2023-06-03 03:38:47,104 - testrun_e1726b98 - [INFO] - [E:329| 0]: Train Loss:0.001212, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:40:23,339 - testrun_e1726b98 - [INFO] - [E:329| 100]: Train Loss:0.0012442, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:42:05,153 - testrun_e1726b98 - [INFO] - [E:329| 200]: Train Loss:0.0012451, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:43:41,462 - testrun_e1726b98 - [INFO] - [E:329| 300]: Train Loss:0.0012444, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:45:23,257 - testrun_e1726b98 - [INFO] - [E:329| 400]: Train Loss:0.0012452, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:46:59,602 - testrun_e1726b98 - [INFO] - [E:329| 500]: Train Loss:0.0012442, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:48:40,866 - testrun_e1726b98 - [INFO] - [E:329| 600]: Train Loss:0.0012455, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:48:40,929 - testrun_e1726b98 - [INFO] - [Epoch:329]: Training Loss:0.001246 + +2023-06-03 03:48:41,402 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 03:49:01,217 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 03:49:20,726 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.40281, Head : 0.23212, Avg : 0.31746 + MR: Tail : 153.97, Head : 660.21, Avg : 407.09 + Hit-1: Tail : 0.29897, Head : 0.18588, Avg : 0.24243 + Hit-3: Tail : 0.45957, Head : 0.22965, Avg : 0.34461 + Hit-10: Tail : 0.59919, Head : 0.3155, Avg : 0.45735 +2023-06-03 03:49:20,780 - testrun_e1726b98 - [INFO] - [Epoch 329]: Training Loss: 0.0012455, Valid MRR: 0.31799, + + + +2023-06-03 03:49:21,841 - testrun_e1726b98 - [INFO] - [E:330| 0]: Train Loss:0.0012315, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:50:58,241 - testrun_e1726b98 - [INFO] - [E:330| 100]: Train Loss:0.0012433, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:52:40,135 - testrun_e1726b98 - [INFO] - [E:330| 200]: Train Loss:0.0012437, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:54:16,417 - testrun_e1726b98 - [INFO] - [E:330| 300]: Train Loss:0.0012423, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:55:58,327 - testrun_e1726b98 - [INFO] - [E:330| 400]: Train Loss:0.0012428, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:57:37,708 - testrun_e1726b98 - [INFO] - [E:330| 500]: Train Loss:0.0012437, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:59:16,320 - testrun_e1726b98 - [INFO] - [E:330| 600]: Train Loss:0.0012443, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 03:59:16,373 - testrun_e1726b98 - [INFO] - [Epoch:330]: Training Loss:0.001244 + +2023-06-03 03:59:16,797 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 03:59:36,613 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 03:59:56,159 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.40178, Head : 0.23262, Avg : 0.3172 + +2023-06-03 03:59:56,212 - testrun_e1726b98 - [INFO] - [Epoch 330]: Training Loss: 0.0012443, Valid MRR: 0.31799, + + + +2023-06-03 03:59:57,341 - testrun_e1726b98 - [INFO] - [E:331| 0]: Train Loss:0.0012295, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 04:01:33,870 - testrun_e1726b98 - [INFO] - [E:331| 100]: Train Loss:0.001242, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 04:03:15,579 - testrun_e1726b98 - [INFO] - [E:331| 200]: Train Loss:0.0012433, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 04:04:55,784 - testrun_e1726b98 - [INFO] - [E:331| 300]: Train Loss:0.0012446, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 04:06:33,982 - testrun_e1726b98 - [INFO] - [E:331| 400]: Train Loss:0.0012434, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 04:08:15,843 - testrun_e1726b98 - [INFO] - [E:331| 500]: Train Loss:0.0012433, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 04:09:51,252 - testrun_e1726b98 - [INFO] - [E:331| 600]: Train Loss:0.0012436, Val MRR:0.31799, testrun_e1726b98 +2023-06-03 04:09:51,304 - testrun_e1726b98 - [INFO] - [Epoch:331]: Training Loss:0.001244 + +2023-06-03 04:09:51,678 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 04:10:11,506 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 04:10:31,010 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.40417, Head : 0.2324, Avg : 0.31828 + +2023-06-03 04:10:34,189 - testrun_e1726b98 - [INFO] - [Epoch 331]: Training Loss: 0.0012436, Valid MRR: 0.31828, + + + +2023-06-03 04:10:35,336 - testrun_e1726b98 - [INFO] - [E:332| 0]: Train Loss:0.0012466, Val MRR:0.31828, testrun_e1726b98 +2023-06-03 04:12:15,009 - testrun_e1726b98 - [INFO] - [E:332| 100]: Train Loss:0.0012408, Val MRR:0.31828, testrun_e1726b98 +2023-06-03 04:13:53,597 - testrun_e1726b98 - [INFO] - [E:332| 200]: Train Loss:0.0012385, Val MRR:0.31828, testrun_e1726b98 +2023-06-03 04:15:35,355 - testrun_e1726b98 - [INFO] - [E:332| 300]: Train Loss:0.0012397, Val MRR:0.31828, testrun_e1726b98 +2023-06-03 04:17:11,535 - testrun_e1726b98 - [INFO] - [E:332| 400]: Train Loss:0.0012409, Val MRR:0.31828, testrun_e1726b98 +2023-06-03 04:18:53,432 - testrun_e1726b98 - [INFO] - [E:332| 500]: Train Loss:0.0012434, Val MRR:0.31828, testrun_e1726b98 +2023-06-03 04:20:29,250 - testrun_e1726b98 - [INFO] - [E:332| 600]: Train Loss:0.0012435, Val MRR:0.31828, testrun_e1726b98 +2023-06-03 04:20:29,301 - testrun_e1726b98 - [INFO] - [Epoch:332]: Training Loss:0.001244 + +2023-06-03 04:20:29,696 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 04:20:49,561 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 04:21:09,059 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.40707, Head : 0.2319, Avg : 0.31949 + +2023-06-03 04:21:13,601 - testrun_e1726b98 - [INFO] - [Epoch 332]: Training Loss: 0.0012435, Valid MRR: 0.31949, + + + +2023-06-03 04:21:14,695 - testrun_e1726b98 - [INFO] - [E:333| 0]: Train Loss:0.0012803, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:22:56,653 - testrun_e1726b98 - [INFO] - [E:333| 100]: Train Loss:0.0012428, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:24:32,955 - testrun_e1726b98 - [INFO] - [E:333| 200]: Train Loss:0.0012385, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:26:15,139 - testrun_e1726b98 - [INFO] - [E:333| 300]: Train Loss:0.0012411, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:27:51,403 - testrun_e1726b98 - [INFO] - [E:333| 400]: Train Loss:0.0012434, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:29:33,387 - testrun_e1726b98 - [INFO] - [E:333| 500]: Train Loss:0.0012429, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:31:09,037 - testrun_e1726b98 - [INFO] - [E:333| 600]: Train Loss:0.001243, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:31:09,088 - testrun_e1726b98 - [INFO] - [Epoch:333]: Training Loss:0.001243 + +2023-06-03 04:31:09,441 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 04:31:29,222 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 04:31:48,720 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.40536, Head : 0.23297, Avg : 0.31916 + +2023-06-03 04:31:48,773 - testrun_e1726b98 - [INFO] - [Epoch 333]: Training Loss: 0.001243, Valid MRR: 0.31949, + + + +2023-06-03 04:31:49,798 - testrun_e1726b98 - [INFO] - [E:334| 0]: Train Loss:0.0012603, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:33:31,595 - testrun_e1726b98 - [INFO] - [E:334| 100]: Train Loss:0.0012453, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:35:07,856 - testrun_e1726b98 - [INFO] - [E:334| 200]: Train Loss:0.0012459, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:36:49,792 - testrun_e1726b98 - [INFO] - [E:334| 300]: Train Loss:0.0012451, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:38:26,084 - testrun_e1726b98 - [INFO] - [E:334| 400]: Train Loss:0.0012442, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:40:07,955 - testrun_e1726b98 - [INFO] - [E:334| 500]: Train Loss:0.0012432, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:41:46,410 - testrun_e1726b98 - [INFO] - [E:334| 600]: Train Loss:0.0012431, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:41:46,463 - testrun_e1726b98 - [INFO] - [Epoch:334]: Training Loss:0.001243 + +2023-06-03 04:41:46,819 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 04:42:04,237 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 04:42:23,796 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.39803, Head : 0.23261, Avg : 0.31532 + +2023-06-03 04:42:23,850 - testrun_e1726b98 - [INFO] - [Epoch 334]: Training Loss: 0.0012431, Valid MRR: 0.31949, + + + +2023-06-03 04:42:24,925 - testrun_e1726b98 - [INFO] - [E:335| 0]: Train Loss:0.0012544, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:44:06,942 - testrun_e1726b98 - [INFO] - [E:335| 100]: Train Loss:0.0012392, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:45:43,199 - testrun_e1726b98 - [INFO] - [E:335| 200]: Train Loss:0.001243, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:47:25,129 - testrun_e1726b98 - [INFO] - [E:335| 300]: Train Loss:0.0012416, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:49:04,883 - testrun_e1726b98 - [INFO] - [E:335| 400]: Train Loss:0.0012414, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:50:43,568 - testrun_e1726b98 - [INFO] - [E:335| 500]: Train Loss:0.0012417, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:52:24,932 - testrun_e1726b98 - [INFO] - [E:335| 600]: Train Loss:0.0012419, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:52:24,984 - testrun_e1726b98 - [INFO] - [Epoch:335]: Training Loss:0.001242 + +2023-06-03 04:52:25,371 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 04:52:43,570 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 04:53:00,250 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.40426, Head : 0.23237, Avg : 0.31832 + +2023-06-03 04:53:00,326 - testrun_e1726b98 - [INFO] - [Epoch 335]: Training Loss: 0.0012419, Valid MRR: 0.31949, + + + +2023-06-03 04:53:01,261 - testrun_e1726b98 - [INFO] - [E:336| 0]: Train Loss:0.0012194, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:54:42,842 - testrun_e1726b98 - [INFO] - [E:336| 100]: Train Loss:0.0012375, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:56:23,406 - testrun_e1726b98 - [INFO] - [E:336| 200]: Train Loss:0.0012408, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:58:01,767 - testrun_e1726b98 - [INFO] - [E:336| 300]: Train Loss:0.0012404, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 04:59:43,640 - testrun_e1726b98 - [INFO] - [E:336| 400]: Train Loss:0.001241, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:01:19,993 - testrun_e1726b98 - [INFO] - [E:336| 500]: Train Loss:0.0012413, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:03:01,294 - testrun_e1726b98 - [INFO] - [E:336| 600]: Train Loss:0.0012412, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:03:01,348 - testrun_e1726b98 - [INFO] - [Epoch:336]: Training Loss:0.001241 + +2023-06-03 05:03:01,780 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 05:03:21,605 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 05:03:40,739 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.40388, Head : 0.23182, Avg : 0.31785 + +2023-06-03 05:03:40,793 - testrun_e1726b98 - [INFO] - [Epoch 336]: Training Loss: 0.0012412, Valid MRR: 0.31949, + + + +2023-06-03 05:03:41,726 - testrun_e1726b98 - [INFO] - [E:337| 0]: Train Loss:0.0012245, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:05:18,995 - testrun_e1726b98 - [INFO] - [E:337| 100]: Train Loss:0.0012387, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:07:01,111 - testrun_e1726b98 - [INFO] - [E:337| 200]: Train Loss:0.0012414, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:08:37,512 - testrun_e1726b98 - [INFO] - [E:337| 300]: Train Loss:0.0012411, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:10:19,403 - testrun_e1726b98 - [INFO] - [E:337| 400]: Train Loss:0.001241, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:11:55,671 - testrun_e1726b98 - [INFO] - [E:337| 500]: Train Loss:0.0012407, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:13:36,891 - testrun_e1726b98 - [INFO] - [E:337| 600]: Train Loss:0.0012409, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:13:36,948 - testrun_e1726b98 - [INFO] - [Epoch:337]: Training Loss:0.001241 + +2023-06-03 05:13:37,327 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 05:13:57,153 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 05:14:16,727 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.40401, Head : 0.23232, Avg : 0.31816 + +2023-06-03 05:14:16,780 - testrun_e1726b98 - [INFO] - [Epoch 337]: Training Loss: 0.0012409, Valid MRR: 0.31949, + + + +2023-06-03 05:14:17,847 - testrun_e1726b98 - [INFO] - [E:338| 0]: Train Loss:0.0012115, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:15:54,010 - testrun_e1726b98 - [INFO] - [E:338| 100]: Train Loss:0.0012414, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:17:35,859 - testrun_e1726b98 - [INFO] - [E:338| 200]: Train Loss:0.0012395, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:19:12,341 - testrun_e1726b98 - [INFO] - [E:338| 300]: Train Loss:0.0012417, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:20:54,121 - testrun_e1726b98 - [INFO] - [E:338| 400]: Train Loss:0.0012414, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:22:31,982 - testrun_e1726b98 - [INFO] - [E:338| 500]: Train Loss:0.0012407, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:24:11,539 - testrun_e1726b98 - [INFO] - [E:338| 600]: Train Loss:0.0012403, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:24:11,593 - testrun_e1726b98 - [INFO] - [Epoch:338]: Training Loss:0.00124 + +2023-06-03 05:24:11,969 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 05:24:31,798 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 05:24:51,392 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.40248, Head : 0.232, Avg : 0.31724 + +2023-06-03 05:24:51,447 - testrun_e1726b98 - [INFO] - [Epoch 338]: Training Loss: 0.0012403, Valid MRR: 0.31949, + + + +2023-06-03 05:24:52,552 - testrun_e1726b98 - [INFO] - [E:339| 0]: Train Loss:0.0012598, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:26:28,731 - testrun_e1726b98 - [INFO] - [E:339| 100]: Train Loss:0.0012405, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:28:10,718 - testrun_e1726b98 - [INFO] - [E:339| 200]: Train Loss:0.001242, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:29:49,548 - testrun_e1726b98 - [INFO] - [E:339| 300]: Train Loss:0.0012423, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:31:29,061 - testrun_e1726b98 - [INFO] - [E:339| 400]: Train Loss:0.0012421, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:33:10,876 - testrun_e1726b98 - [INFO] - [E:339| 500]: Train Loss:0.0012408, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:34:46,410 - testrun_e1726b98 - [INFO] - [E:339| 600]: Train Loss:0.0012398, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:34:46,464 - testrun_e1726b98 - [INFO] - [Epoch:339]: Training Loss:0.00124 + +2023-06-03 05:34:46,828 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 05:35:06,651 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 05:35:26,211 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.4053, Head : 0.23177, Avg : 0.31853 + MR: Tail : 161.3, Head : 665.24, Avg : 413.27 + Hit-1: Tail : 0.30078, Head : 0.18561, Avg : 0.24319 + Hit-3: Tail : 0.46735, Head : 0.22756, Avg : 0.34746 + Hit-10: Tail : 0.59961, Head : 0.31384, Avg : 0.45672 +2023-06-03 05:35:26,271 - testrun_e1726b98 - [INFO] - [Epoch 339]: Training Loss: 0.0012398, Valid MRR: 0.31949, + + + +2023-06-03 05:35:27,403 - testrun_e1726b98 - [INFO] - [E:340| 0]: Train Loss:0.0012026, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:37:07,231 - testrun_e1726b98 - [INFO] - [E:340| 100]: Train Loss:0.0012411, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:38:45,827 - testrun_e1726b98 - [INFO] - [E:340| 200]: Train Loss:0.0012393, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:40:27,452 - testrun_e1726b98 - [INFO] - [E:340| 300]: Train Loss:0.0012405, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:42:03,720 - testrun_e1726b98 - [INFO] - [E:340| 400]: Train Loss:0.0012388, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:43:45,595 - testrun_e1726b98 - [INFO] - [E:340| 500]: Train Loss:0.0012398, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:45:21,250 - testrun_e1726b98 - [INFO] - [E:340| 600]: Train Loss:0.0012399, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:45:21,303 - testrun_e1726b98 - [INFO] - [Epoch:340]: Training Loss:0.00124 + +2023-06-03 05:45:21,718 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 05:45:41,527 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 05:46:01,058 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.40213, Head : 0.2318, Avg : 0.31697 + +2023-06-03 05:46:01,111 - testrun_e1726b98 - [INFO] - [Epoch 340]: Training Loss: 0.0012399, Valid MRR: 0.31949, + + + +2023-06-03 05:46:02,251 - testrun_e1726b98 - [INFO] - [E:341| 0]: Train Loss:0.001209, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:47:44,004 - testrun_e1726b98 - [INFO] - [E:341| 100]: Train Loss:0.0012409, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:49:20,106 - testrun_e1726b98 - [INFO] - [E:341| 200]: Train Loss:0.0012397, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:51:01,876 - testrun_e1726b98 - [INFO] - [E:341| 300]: Train Loss:0.001238, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:52:38,251 - testrun_e1726b98 - [INFO] - [E:341| 400]: Train Loss:0.0012381, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:54:20,245 - testrun_e1726b98 - [INFO] - [E:341| 500]: Train Loss:0.0012387, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:55:56,024 - testrun_e1726b98 - [INFO] - [E:341| 600]: Train Loss:0.0012392, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:55:56,079 - testrun_e1726b98 - [INFO] - [Epoch:341]: Training Loss:0.001239 + +2023-06-03 05:55:56,542 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 05:56:16,378 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 05:56:35,766 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.40423, Head : 0.23158, Avg : 0.3179 + +2023-06-03 05:56:35,819 - testrun_e1726b98 - [INFO] - [Epoch 341]: Training Loss: 0.0012392, Valid MRR: 0.31949, + + + +2023-06-03 05:56:36,841 - testrun_e1726b98 - [INFO] - [E:342| 0]: Train Loss:0.0012157, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:58:18,627 - testrun_e1726b98 - [INFO] - [E:342| 100]: Train Loss:0.001237, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 05:59:54,711 - testrun_e1726b98 - [INFO] - [E:342| 200]: Train Loss:0.001236, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:01:36,592 - testrun_e1726b98 - [INFO] - [E:342| 300]: Train Loss:0.0012366, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:03:13,977 - testrun_e1726b98 - [INFO] - [E:342| 400]: Train Loss:0.0012383, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:04:55,062 - testrun_e1726b98 - [INFO] - [E:342| 500]: Train Loss:0.0012383, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:06:35,210 - testrun_e1726b98 - [INFO] - [E:342| 600]: Train Loss:0.0012386, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:06:35,284 - testrun_e1726b98 - [INFO] - [Epoch:342]: Training Loss:0.001239 + +2023-06-03 06:06:35,626 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 06:06:52,492 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 06:07:10,690 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.40456, Head : 0.2324, Avg : 0.31848 + +2023-06-03 06:07:10,742 - testrun_e1726b98 - [INFO] - [Epoch 342]: Training Loss: 0.0012386, Valid MRR: 0.31949, + + + +2023-06-03 06:07:11,795 - testrun_e1726b98 - [INFO] - [E:343| 0]: Train Loss:0.0012475, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:08:53,568 - testrun_e1726b98 - [INFO] - [E:343| 100]: Train Loss:0.001239, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:10:31,328 - testrun_e1726b98 - [INFO] - [E:343| 200]: Train Loss:0.0012385, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:12:11,437 - testrun_e1726b98 - [INFO] - [E:343| 300]: Train Loss:0.0012374, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:13:53,181 - testrun_e1726b98 - [INFO] - [E:343| 400]: Train Loss:0.0012377, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:15:29,732 - testrun_e1726b98 - [INFO] - [E:343| 500]: Train Loss:0.0012375, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:17:10,623 - testrun_e1726b98 - [INFO] - [E:343| 600]: Train Loss:0.0012381, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:17:10,676 - testrun_e1726b98 - [INFO] - [Epoch:343]: Training Loss:0.001238 + +2023-06-03 06:17:11,061 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 06:17:30,827 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 06:17:47,860 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.40446, Head : 0.23294, Avg : 0.3187 + +2023-06-03 06:17:47,920 - testrun_e1726b98 - [INFO] - [Epoch 343]: Training Loss: 0.0012381, Valid MRR: 0.31949, + + + +2023-06-03 06:17:48,856 - testrun_e1726b98 - [INFO] - [E:344| 0]: Train Loss:0.0012317, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:19:28,145 - testrun_e1726b98 - [INFO] - [E:344| 100]: Train Loss:0.0012365, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:21:10,013 - testrun_e1726b98 - [INFO] - [E:344| 200]: Train Loss:0.0012349, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:22:45,935 - testrun_e1726b98 - [INFO] - [E:344| 300]: Train Loss:0.0012366, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:24:27,638 - testrun_e1726b98 - [INFO] - [E:344| 400]: Train Loss:0.0012354, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:26:03,831 - testrun_e1726b98 - [INFO] - [E:344| 500]: Train Loss:0.0012363, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:27:44,677 - testrun_e1726b98 - [INFO] - [E:344| 600]: Train Loss:0.0012376, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:27:44,733 - testrun_e1726b98 - [INFO] - [Epoch:344]: Training Loss:0.001238 + +2023-06-03 06:27:45,083 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 06:28:04,907 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 06:28:24,496 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.40455, Head : 0.23168, Avg : 0.31811 + +2023-06-03 06:28:24,548 - testrun_e1726b98 - [INFO] - [Epoch 344]: Training Loss: 0.0012376, Valid MRR: 0.31949, + + + +2023-06-03 06:28:25,647 - testrun_e1726b98 - [INFO] - [E:345| 0]: Train Loss:0.0012075, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:30:01,713 - testrun_e1726b98 - [INFO] - [E:345| 100]: Train Loss:0.0012323, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:31:43,671 - testrun_e1726b98 - [INFO] - [E:345| 200]: Train Loss:0.0012367, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:33:19,851 - testrun_e1726b98 - [INFO] - [E:345| 300]: Train Loss:0.0012374, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:35:01,535 - testrun_e1726b98 - [INFO] - [E:345| 400]: Train Loss:0.0012367, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:36:37,867 - testrun_e1726b98 - [INFO] - [E:345| 500]: Train Loss:0.0012374, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:38:19,002 - testrun_e1726b98 - [INFO] - [E:345| 600]: Train Loss:0.0012374, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:38:19,056 - testrun_e1726b98 - [INFO] - [Epoch:345]: Training Loss:0.001237 + +2023-06-03 06:38:19,392 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 06:38:39,211 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 06:38:58,798 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.40099, Head : 0.23246, Avg : 0.31673 + +2023-06-03 06:38:58,860 - testrun_e1726b98 - [INFO] - [Epoch 345]: Training Loss: 0.0012374, Valid MRR: 0.31949, + + + +2023-06-03 06:38:59,928 - testrun_e1726b98 - [INFO] - [E:346| 0]: Train Loss:0.0012135, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:40:36,222 - testrun_e1726b98 - [INFO] - [E:346| 100]: Train Loss:0.0012408, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:42:17,809 - testrun_e1726b98 - [INFO] - [E:346| 200]: Train Loss:0.0012366, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:43:54,460 - testrun_e1726b98 - [INFO] - [E:346| 300]: Train Loss:0.0012363, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:45:35,532 - testrun_e1726b98 - [INFO] - [E:346| 400]: Train Loss:0.0012356, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:47:16,294 - testrun_e1726b98 - [INFO] - [E:346| 500]: Train Loss:0.0012367, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:48:53,335 - testrun_e1726b98 - [INFO] - [E:346| 600]: Train Loss:0.0012372, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:48:53,389 - testrun_e1726b98 - [INFO] - [Epoch:346]: Training Loss:0.001237 + +2023-06-03 06:48:53,782 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 06:49:13,582 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 06:49:33,026 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.40496, Head : 0.2334, Avg : 0.31918 + +2023-06-03 06:49:33,082 - testrun_e1726b98 - [INFO] - [Epoch 346]: Training Loss: 0.0012372, Valid MRR: 0.31949, + + + +2023-06-03 06:49:34,102 - testrun_e1726b98 - [INFO] - [E:347| 0]: Train Loss:0.0012683, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:51:11,623 - testrun_e1726b98 - [INFO] - [E:347| 100]: Train Loss:0.0012378, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:52:51,777 - testrun_e1726b98 - [INFO] - [E:347| 200]: Train Loss:0.0012391, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:54:33,090 - testrun_e1726b98 - [INFO] - [E:347| 300]: Train Loss:0.0012383, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:56:09,830 - testrun_e1726b98 - [INFO] - [E:347| 400]: Train Loss:0.001237, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:57:51,566 - testrun_e1726b98 - [INFO] - [E:347| 500]: Train Loss:0.0012364, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:59:27,169 - testrun_e1726b98 - [INFO] - [E:347| 600]: Train Loss:0.0012362, Val MRR:0.31949, testrun_e1726b98 +2023-06-03 06:59:27,228 - testrun_e1726b98 - [INFO] - [Epoch:347]: Training Loss:0.001236 + +2023-06-03 06:59:27,589 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 06:59:47,387 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 07:00:06,973 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.40809, Head : 0.23298, Avg : 0.32053 + +2023-06-03 07:00:10,738 - testrun_e1726b98 - [INFO] - [Epoch 347]: Training Loss: 0.0012362, Valid MRR: 0.32053, + + + +2023-06-03 07:00:11,773 - testrun_e1726b98 - [INFO] - [E:348| 0]: Train Loss:0.001229, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:01:52,342 - testrun_e1726b98 - [INFO] - [E:348| 100]: Train Loss:0.0012352, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:03:29,748 - testrun_e1726b98 - [INFO] - [E:348| 200]: Train Loss:0.0012324, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:05:11,507 - testrun_e1726b98 - [INFO] - [E:348| 300]: Train Loss:0.0012331, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:06:47,646 - testrun_e1726b98 - [INFO] - [E:348| 400]: Train Loss:0.0012342, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:08:29,307 - testrun_e1726b98 - [INFO] - [E:348| 500]: Train Loss:0.0012354, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:10:04,830 - testrun_e1726b98 - [INFO] - [E:348| 600]: Train Loss:0.0012361, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:10:04,884 - testrun_e1726b98 - [INFO] - [Epoch:348]: Training Loss:0.001236 + +2023-06-03 07:10:05,217 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 07:10:24,986 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 07:10:44,423 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.4042, Head : 0.23223, Avg : 0.31821 + +2023-06-03 07:10:44,476 - testrun_e1726b98 - [INFO] - [Epoch 348]: Training Loss: 0.0012361, Valid MRR: 0.32053, + + + +2023-06-03 07:10:45,529 - testrun_e1726b98 - [INFO] - [E:349| 0]: Train Loss:0.0012196, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:12:27,361 - testrun_e1726b98 - [INFO] - [E:349| 100]: Train Loss:0.0012328, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:14:03,877 - testrun_e1726b98 - [INFO] - [E:349| 200]: Train Loss:0.001236, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:15:45,834 - testrun_e1726b98 - [INFO] - [E:349| 300]: Train Loss:0.0012361, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:17:22,155 - testrun_e1726b98 - [INFO] - [E:349| 400]: Train Loss:0.0012353, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:19:04,082 - testrun_e1726b98 - [INFO] - [E:349| 500]: Train Loss:0.0012362, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:20:40,729 - testrun_e1726b98 - [INFO] - [E:349| 600]: Train Loss:0.0012355, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:20:40,781 - testrun_e1726b98 - [INFO] - [Epoch:349]: Training Loss:0.001236 + +2023-06-03 07:20:41,138 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 07:21:00,259 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 07:21:19,797 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.40357, Head : 0.23286, Avg : 0.31822 + MR: Tail : 171.4, Head : 669.01, Avg : 420.2 + Hit-1: Tail : 0.29953, Head : 0.18658, Avg : 0.24305 + Hit-3: Tail : 0.46249, Head : 0.23076, Avg : 0.34662 + Hit-10: Tail : 0.59655, Head : 0.31814, Avg : 0.45735 +2023-06-03 07:21:19,859 - testrun_e1726b98 - [INFO] - [Epoch 349]: Training Loss: 0.0012355, Valid MRR: 0.32053, + + + +2023-06-03 07:21:20,923 - testrun_e1726b98 - [INFO] - [E:350| 0]: Train Loss:0.0012615, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:23:03,054 - testrun_e1726b98 - [INFO] - [E:350| 100]: Train Loss:0.0012342, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:24:39,296 - testrun_e1726b98 - [INFO] - [E:350| 200]: Train Loss:0.0012351, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:26:21,287 - testrun_e1726b98 - [INFO] - [E:350| 300]: Train Loss:0.0012356, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:27:58,894 - testrun_e1726b98 - [INFO] - [E:350| 400]: Train Loss:0.0012352, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:29:39,633 - testrun_e1726b98 - [INFO] - [E:350| 500]: Train Loss:0.001236, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:31:20,236 - testrun_e1726b98 - [INFO] - [E:350| 600]: Train Loss:0.0012354, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:31:20,292 - testrun_e1726b98 - [INFO] - [Epoch:350]: Training Loss:0.001235 + +2023-06-03 07:31:20,646 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 07:31:37,537 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 07:31:55,803 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.40636, Head : 0.23265, Avg : 0.3195 + +2023-06-03 07:31:55,857 - testrun_e1726b98 - [INFO] - [Epoch 350]: Training Loss: 0.0012354, Valid MRR: 0.32053, + + + +2023-06-03 07:31:57,001 - testrun_e1726b98 - [INFO] - [E:351| 0]: Train Loss:0.0012569, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:33:39,103 - testrun_e1726b98 - [INFO] - [E:351| 100]: Train Loss:0.001233, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:35:16,967 - testrun_e1726b98 - [INFO] - [E:351| 200]: Train Loss:0.0012319, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:36:57,619 - testrun_e1726b98 - [INFO] - [E:351| 300]: Train Loss:0.0012352, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:38:38,958 - testrun_e1726b98 - [INFO] - [E:351| 400]: Train Loss:0.0012347, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:40:16,281 - testrun_e1726b98 - [INFO] - [E:351| 500]: Train Loss:0.0012349, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:41:57,478 - testrun_e1726b98 - [INFO] - [E:351| 600]: Train Loss:0.0012342, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:41:57,532 - testrun_e1726b98 - [INFO] - [Epoch:351]: Training Loss:0.001234 + +2023-06-03 07:41:57,909 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 07:42:17,259 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 07:42:33,929 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.40667, Head : 0.23233, Avg : 0.3195 + +2023-06-03 07:42:33,986 - testrun_e1726b98 - [INFO] - [Epoch 351]: Training Loss: 0.0012342, Valid MRR: 0.32053, + + + +2023-06-03 07:42:34,904 - testrun_e1726b98 - [INFO] - [E:352| 0]: Train Loss:0.0012137, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:44:15,487 - testrun_e1726b98 - [INFO] - [E:352| 100]: Train Loss:0.0012315, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:45:56,877 - testrun_e1726b98 - [INFO] - [E:352| 200]: Train Loss:0.0012316, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:47:34,051 - testrun_e1726b98 - [INFO] - [E:352| 300]: Train Loss:0.0012323, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:49:16,116 - testrun_e1726b98 - [INFO] - [E:352| 400]: Train Loss:0.0012332, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:50:52,385 - testrun_e1726b98 - [INFO] - [E:352| 500]: Train Loss:0.0012344, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:52:33,786 - testrun_e1726b98 - [INFO] - [E:352| 600]: Train Loss:0.0012342, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:52:33,842 - testrun_e1726b98 - [INFO] - [Epoch:352]: Training Loss:0.001234 + +2023-06-03 07:52:34,305 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 07:52:54,146 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 07:53:13,611 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.40403, Head : 0.23256, Avg : 0.3183 + +2023-06-03 07:53:13,667 - testrun_e1726b98 - [INFO] - [Epoch 352]: Training Loss: 0.0012342, Valid MRR: 0.32053, + + + +2023-06-03 07:53:14,596 - testrun_e1726b98 - [INFO] - [E:353| 0]: Train Loss:0.001196, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:54:51,457 - testrun_e1726b98 - [INFO] - [E:353| 100]: Train Loss:0.0012351, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:56:33,588 - testrun_e1726b98 - [INFO] - [E:353| 200]: Train Loss:0.001236, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:58:09,916 - testrun_e1726b98 - [INFO] - [E:353| 300]: Train Loss:0.0012344, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 07:59:51,890 - testrun_e1726b98 - [INFO] - [E:353| 400]: Train Loss:0.0012336, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:01:28,182 - testrun_e1726b98 - [INFO] - [E:353| 500]: Train Loss:0.0012338, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:03:09,472 - testrun_e1726b98 - [INFO] - [E:353| 600]: Train Loss:0.0012337, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:03:09,527 - testrun_e1726b98 - [INFO] - [Epoch:353]: Training Loss:0.001234 + +2023-06-03 08:03:09,927 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 08:03:29,740 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 08:03:49,322 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.40513, Head : 0.23241, Avg : 0.31877 + +2023-06-03 08:03:49,374 - testrun_e1726b98 - [INFO] - [Epoch 353]: Training Loss: 0.0012337, Valid MRR: 0.32053, + + + +2023-06-03 08:03:50,444 - testrun_e1726b98 - [INFO] - [E:354| 0]: Train Loss:0.0012761, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:05:26,787 - testrun_e1726b98 - [INFO] - [E:354| 100]: Train Loss:0.0012334, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:07:08,879 - testrun_e1726b98 - [INFO] - [E:354| 200]: Train Loss:0.001231, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:08:45,243 - testrun_e1726b98 - [INFO] - [E:354| 300]: Train Loss:0.0012313, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:10:27,365 - testrun_e1726b98 - [INFO] - [E:354| 400]: Train Loss:0.0012317, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:12:04,448 - testrun_e1726b98 - [INFO] - [E:354| 500]: Train Loss:0.0012324, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:13:45,487 - testrun_e1726b98 - [INFO] - [E:354| 600]: Train Loss:0.0012335, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:13:45,545 - testrun_e1726b98 - [INFO] - [Epoch:354]: Training Loss:0.001233 + +2023-06-03 08:13:45,938 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 08:14:05,780 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 08:14:25,351 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.4046, Head : 0.232, Avg : 0.3183 + +2023-06-03 08:14:25,403 - testrun_e1726b98 - [INFO] - [Epoch 354]: Training Loss: 0.0012335, Valid MRR: 0.32053, + + + +2023-06-03 08:14:26,480 - testrun_e1726b98 - [INFO] - [E:355| 0]: Train Loss:0.0012139, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:16:03,057 - testrun_e1726b98 - [INFO] - [E:355| 100]: Train Loss:0.0012351, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:17:45,187 - testrun_e1726b98 - [INFO] - [E:355| 200]: Train Loss:0.0012337, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:19:22,682 - testrun_e1726b98 - [INFO] - [E:355| 300]: Train Loss:0.0012318, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:21:03,764 - testrun_e1726b98 - [INFO] - [E:355| 400]: Train Loss:0.0012322, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:22:44,873 - testrun_e1726b98 - [INFO] - [E:355| 500]: Train Loss:0.0012328, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:24:21,975 - testrun_e1726b98 - [INFO] - [E:355| 600]: Train Loss:0.001233, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:24:22,031 - testrun_e1726b98 - [INFO] - [Epoch:355]: Training Loss:0.001233 + +2023-06-03 08:24:22,495 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 08:24:42,368 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 08:25:01,965 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.40421, Head : 0.23203, Avg : 0.31812 + +2023-06-03 08:25:02,019 - testrun_e1726b98 - [INFO] - [Epoch 355]: Training Loss: 0.001233, Valid MRR: 0.32053, + + + +2023-06-03 08:25:03,078 - testrun_e1726b98 - [INFO] - [E:356| 0]: Train Loss:0.0013005, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:26:41,161 - testrun_e1726b98 - [INFO] - [E:356| 100]: Train Loss:0.0012326, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:28:21,838 - testrun_e1726b98 - [INFO] - [E:356| 200]: Train Loss:0.001233, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:30:02,996 - testrun_e1726b98 - [INFO] - [E:356| 300]: Train Loss:0.0012331, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:31:40,360 - testrun_e1726b98 - [INFO] - [E:356| 400]: Train Loss:0.0012323, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:33:22,641 - testrun_e1726b98 - [INFO] - [E:356| 500]: Train Loss:0.0012327, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:34:58,143 - testrun_e1726b98 - [INFO] - [E:356| 600]: Train Loss:0.0012323, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:34:58,197 - testrun_e1726b98 - [INFO] - [Epoch:356]: Training Loss:0.001232 + +2023-06-03 08:34:58,582 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 08:35:18,402 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 08:35:37,944 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.40279, Head : 0.23307, Avg : 0.31793 + +2023-06-03 08:35:37,998 - testrun_e1726b98 - [INFO] - [Epoch 356]: Training Loss: 0.0012323, Valid MRR: 0.32053, + + + +2023-06-03 08:35:39,052 - testrun_e1726b98 - [INFO] - [E:357| 0]: Train Loss:0.0012495, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:37:20,680 - testrun_e1726b98 - [INFO] - [E:357| 100]: Train Loss:0.0012322, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:38:57,449 - testrun_e1726b98 - [INFO] - [E:357| 200]: Train Loss:0.0012322, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:40:39,511 - testrun_e1726b98 - [INFO] - [E:357| 300]: Train Loss:0.001232, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:42:15,865 - testrun_e1726b98 - [INFO] - [E:357| 400]: Train Loss:0.0012329, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:43:57,926 - testrun_e1726b98 - [INFO] - [E:357| 500]: Train Loss:0.001233, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:45:33,655 - testrun_e1726b98 - [INFO] - [E:357| 600]: Train Loss:0.0012325, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:45:33,709 - testrun_e1726b98 - [INFO] - [Epoch:357]: Training Loss:0.001233 + +2023-06-03 08:45:34,044 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 08:45:53,836 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 08:46:13,394 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.4072, Head : 0.23341, Avg : 0.32031 + +2023-06-03 08:46:13,447 - testrun_e1726b98 - [INFO] - [Epoch 357]: Training Loss: 0.0012325, Valid MRR: 0.32053, + + + +2023-06-03 08:46:14,516 - testrun_e1726b98 - [INFO] - [E:358| 0]: Train Loss:0.0012345, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:47:56,506 - testrun_e1726b98 - [INFO] - [E:358| 100]: Train Loss:0.00123, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:49:25,828 - testrun_e1726b98 - [INFO] - [E:358| 200]: Train Loss:0.0012299, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:50:30,613 - testrun_e1726b98 - [INFO] - [E:358| 300]: Train Loss:0.0012298, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:51:35,434 - testrun_e1726b98 - [INFO] - [E:358| 400]: Train Loss:0.0012304, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:52:40,216 - testrun_e1726b98 - [INFO] - [E:358| 500]: Train Loss:0.0012312, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:53:44,522 - testrun_e1726b98 - [INFO] - [E:358| 600]: Train Loss:0.0012315, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:53:44,584 - testrun_e1726b98 - [INFO] - [Epoch:358]: Training Loss:0.001232 + +2023-06-03 08:53:44,864 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 08:53:57,193 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 08:54:09,346 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.40293, Head : 0.23286, Avg : 0.31789 + +2023-06-03 08:54:09,400 - testrun_e1726b98 - [INFO] - [Epoch 358]: Training Loss: 0.0012315, Valid MRR: 0.32053, + + + +2023-06-03 08:54:10,103 - testrun_e1726b98 - [INFO] - [E:359| 0]: Train Loss:0.0012092, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:55:14,830 - testrun_e1726b98 - [INFO] - [E:359| 100]: Train Loss:0.0012299, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:56:19,625 - testrun_e1726b98 - [INFO] - [E:359| 200]: Train Loss:0.0012288, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:57:24,459 - testrun_e1726b98 - [INFO] - [E:359| 300]: Train Loss:0.0012284, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:58:29,284 - testrun_e1726b98 - [INFO] - [E:359| 400]: Train Loss:0.0012304, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 08:59:34,062 - testrun_e1726b98 - [INFO] - [E:359| 500]: Train Loss:0.0012309, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:00:38,440 - testrun_e1726b98 - [INFO] - [E:359| 600]: Train Loss:0.0012313, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:00:38,492 - testrun_e1726b98 - [INFO] - [Epoch:359]: Training Loss:0.001231 + +2023-06-03 09:00:38,762 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 09:00:51,069 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 09:01:03,237 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.4075, Head : 0.23249, Avg : 0.31999 + MR: Tail : 176.23, Head : 666.24, Avg : 421.24 + Hit-1: Tail : 0.30536, Head : 0.18769, Avg : 0.24653 + Hit-3: Tail : 0.46499, Head : 0.22826, Avg : 0.34662 + Hit-10: Tail : 0.59572, Head : 0.31231, Avg : 0.45402 +2023-06-03 09:01:03,295 - testrun_e1726b98 - [INFO] - [Epoch 359]: Training Loss: 0.0012313, Valid MRR: 0.32053, + + + +2023-06-03 09:01:03,999 - testrun_e1726b98 - [INFO] - [E:360| 0]: Train Loss:0.0012948, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:02:08,824 - testrun_e1726b98 - [INFO] - [E:360| 100]: Train Loss:0.0012309, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:03:13,663 - testrun_e1726b98 - [INFO] - [E:360| 200]: Train Loss:0.0012302, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:04:18,470 - testrun_e1726b98 - [INFO] - [E:360| 300]: Train Loss:0.0012292, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:05:23,226 - testrun_e1726b98 - [INFO] - [E:360| 400]: Train Loss:0.0012286, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:06:28,059 - testrun_e1726b98 - [INFO] - [E:360| 500]: Train Loss:0.0012302, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:07:32,468 - testrun_e1726b98 - [INFO] - [E:360| 600]: Train Loss:0.0012306, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:07:32,529 - testrun_e1726b98 - [INFO] - [Epoch:360]: Training Loss:0.001231 + +2023-06-03 09:07:32,812 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 09:07:45,136 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 09:07:57,307 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.40645, Head : 0.23294, Avg : 0.31969 + +2023-06-03 09:07:57,359 - testrun_e1726b98 - [INFO] - [Epoch 360]: Training Loss: 0.0012306, Valid MRR: 0.32053, + + + +2023-06-03 09:07:58,062 - testrun_e1726b98 - [INFO] - [E:361| 0]: Train Loss:0.0011934, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:09:02,908 - testrun_e1726b98 - [INFO] - [E:361| 100]: Train Loss:0.001232, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:10:07,654 - testrun_e1726b98 - [INFO] - [E:361| 200]: Train Loss:0.0012311, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:11:12,468 - testrun_e1726b98 - [INFO] - [E:361| 300]: Train Loss:0.001231, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:12:17,271 - testrun_e1726b98 - [INFO] - [E:361| 400]: Train Loss:0.0012293, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:13:22,095 - testrun_e1726b98 - [INFO] - [E:361| 500]: Train Loss:0.00123, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:14:26,483 - testrun_e1726b98 - [INFO] - [E:361| 600]: Train Loss:0.0012306, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:14:26,536 - testrun_e1726b98 - [INFO] - [Epoch:361]: Training Loss:0.001231 + +2023-06-03 09:14:26,807 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 09:14:39,137 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 09:14:51,287 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.40007, Head : 0.23319, Avg : 0.31663 + +2023-06-03 09:14:51,340 - testrun_e1726b98 - [INFO] - [Epoch 361]: Training Loss: 0.0012306, Valid MRR: 0.32053, + + + +2023-06-03 09:14:52,045 - testrun_e1726b98 - [INFO] - [E:362| 0]: Train Loss:0.0012628, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:15:56,995 - testrun_e1726b98 - [INFO] - [E:362| 100]: Train Loss:0.0012314, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:17:01,946 - testrun_e1726b98 - [INFO] - [E:362| 200]: Train Loss:0.0012303, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:18:06,856 - testrun_e1726b98 - [INFO] - [E:362| 300]: Train Loss:0.0012302, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:19:11,788 - testrun_e1726b98 - [INFO] - [E:362| 400]: Train Loss:0.0012292, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:20:16,721 - testrun_e1726b98 - [INFO] - [E:362| 500]: Train Loss:0.0012297, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:21:21,256 - testrun_e1726b98 - [INFO] - [E:362| 600]: Train Loss:0.0012302, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:21:21,310 - testrun_e1726b98 - [INFO] - [Epoch:362]: Training Loss:0.00123 + +2023-06-03 09:21:21,579 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 09:21:33,962 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 09:21:46,158 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.40748, Head : 0.23326, Avg : 0.32037 + +2023-06-03 09:21:46,213 - testrun_e1726b98 - [INFO] - [Epoch 362]: Training Loss: 0.0012302, Valid MRR: 0.32053, + + + +2023-06-03 09:21:46,932 - testrun_e1726b98 - [INFO] - [E:363| 0]: Train Loss:0.0011793, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:22:51,936 - testrun_e1726b98 - [INFO] - [E:363| 100]: Train Loss:0.0012291, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:23:56,942 - testrun_e1726b98 - [INFO] - [E:363| 200]: Train Loss:0.0012288, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:25:01,967 - testrun_e1726b98 - [INFO] - [E:363| 300]: Train Loss:0.0012301, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:26:07,018 - testrun_e1726b98 - [INFO] - [E:363| 400]: Train Loss:0.0012303, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:27:12,052 - testrun_e1726b98 - [INFO] - [E:363| 500]: Train Loss:0.0012297, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:28:16,636 - testrun_e1726b98 - [INFO] - [E:363| 600]: Train Loss:0.0012294, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:28:16,716 - testrun_e1726b98 - [INFO] - [Epoch:363]: Training Loss:0.001229 + +2023-06-03 09:28:16,986 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 09:28:29,346 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 09:28:41,518 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.40505, Head : 0.23328, Avg : 0.31917 + +2023-06-03 09:28:41,571 - testrun_e1726b98 - [INFO] - [Epoch 363]: Training Loss: 0.0012294, Valid MRR: 0.32053, + + + +2023-06-03 09:28:42,281 - testrun_e1726b98 - [INFO] - [E:364| 0]: Train Loss:0.0012404, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:29:47,140 - testrun_e1726b98 - [INFO] - [E:364| 100]: Train Loss:0.0012304, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:30:52,068 - testrun_e1726b98 - [INFO] - [E:364| 200]: Train Loss:0.0012271, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:31:57,016 - testrun_e1726b98 - [INFO] - [E:364| 300]: Train Loss:0.0012288, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:33:01,950 - testrun_e1726b98 - [INFO] - [E:364| 400]: Train Loss:0.0012287, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:34:06,891 - testrun_e1726b98 - [INFO] - [E:364| 500]: Train Loss:0.0012289, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:35:11,372 - testrun_e1726b98 - [INFO] - [E:364| 600]: Train Loss:0.0012293, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:35:11,427 - testrun_e1726b98 - [INFO] - [Epoch:364]: Training Loss:0.001229 + +2023-06-03 09:35:11,698 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 09:35:24,046 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 09:35:36,234 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.40661, Head : 0.23404, Avg : 0.32033 + +2023-06-03 09:35:36,288 - testrun_e1726b98 - [INFO] - [Epoch 364]: Training Loss: 0.0012293, Valid MRR: 0.32053, + + + +2023-06-03 09:35:36,993 - testrun_e1726b98 - [INFO] - [E:365| 0]: Train Loss:0.0012394, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:36:41,931 - testrun_e1726b98 - [INFO] - [E:365| 100]: Train Loss:0.0012286, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:37:46,893 - testrun_e1726b98 - [INFO] - [E:365| 200]: Train Loss:0.001229, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:38:51,834 - testrun_e1726b98 - [INFO] - [E:365| 300]: Train Loss:0.0012287, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:39:56,740 - testrun_e1726b98 - [INFO] - [E:365| 400]: Train Loss:0.0012288, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:41:01,650 - testrun_e1726b98 - [INFO] - [E:365| 500]: Train Loss:0.0012286, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:42:06,107 - testrun_e1726b98 - [INFO] - [E:365| 600]: Train Loss:0.0012287, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:42:06,160 - testrun_e1726b98 - [INFO] - [Epoch:365]: Training Loss:0.001229 + +2023-06-03 09:42:06,431 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 09:42:18,771 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 09:42:30,985 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.40747, Head : 0.23295, Avg : 0.32021 + +2023-06-03 09:42:31,040 - testrun_e1726b98 - [INFO] - [Epoch 365]: Training Loss: 0.0012287, Valid MRR: 0.32053, + + + +2023-06-03 09:42:31,745 - testrun_e1726b98 - [INFO] - [E:366| 0]: Train Loss:0.0012305, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:43:36,666 - testrun_e1726b98 - [INFO] - [E:366| 100]: Train Loss:0.0012279, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:44:41,646 - testrun_e1726b98 - [INFO] - [E:366| 200]: Train Loss:0.001225, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:45:46,642 - testrun_e1726b98 - [INFO] - [E:366| 300]: Train Loss:0.0012281, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:46:51,594 - testrun_e1726b98 - [INFO] - [E:366| 400]: Train Loss:0.0012286, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:47:56,527 - testrun_e1726b98 - [INFO] - [E:366| 500]: Train Loss:0.0012279, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:49:01,034 - testrun_e1726b98 - [INFO] - [E:366| 600]: Train Loss:0.0012282, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:49:01,087 - testrun_e1726b98 - [INFO] - [Epoch:366]: Training Loss:0.001228 + +2023-06-03 09:49:01,363 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 09:49:13,735 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 09:49:25,931 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.40198, Head : 0.23361, Avg : 0.31779 + +2023-06-03 09:49:25,983 - testrun_e1726b98 - [INFO] - [Epoch 366]: Training Loss: 0.0012282, Valid MRR: 0.32053, + + + +2023-06-03 09:49:26,689 - testrun_e1726b98 - [INFO] - [E:367| 0]: Train Loss:0.0012529, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:50:31,600 - testrun_e1726b98 - [INFO] - [E:367| 100]: Train Loss:0.0012277, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:51:36,558 - testrun_e1726b98 - [INFO] - [E:367| 200]: Train Loss:0.001227, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:52:41,509 - testrun_e1726b98 - [INFO] - [E:367| 300]: Train Loss:0.0012263, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:53:46,406 - testrun_e1726b98 - [INFO] - [E:367| 400]: Train Loss:0.001227, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:54:51,359 - testrun_e1726b98 - [INFO] - [E:367| 500]: Train Loss:0.0012279, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:55:55,875 - testrun_e1726b98 - [INFO] - [E:367| 600]: Train Loss:0.0012281, Val MRR:0.32053, testrun_e1726b98 +2023-06-03 09:55:55,942 - testrun_e1726b98 - [INFO] - [Epoch:367]: Training Loss:0.001228 + +2023-06-03 09:55:56,216 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 09:56:08,558 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 09:56:20,742 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.40917, Head : 0.23338, Avg : 0.32127 + +2023-06-03 09:56:24,910 - testrun_e1726b98 - [INFO] - [Epoch 367]: Training Loss: 0.0012281, Valid MRR: 0.32127, + + + +2023-06-03 09:56:25,620 - testrun_e1726b98 - [INFO] - [E:368| 0]: Train Loss:0.0012215, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 09:57:30,515 - testrun_e1726b98 - [INFO] - [E:368| 100]: Train Loss:0.0012294, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 09:58:35,460 - testrun_e1726b98 - [INFO] - [E:368| 200]: Train Loss:0.0012265, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 09:59:40,486 - testrun_e1726b98 - [INFO] - [E:368| 300]: Train Loss:0.0012271, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:00:45,479 - testrun_e1726b98 - [INFO] - [E:368| 400]: Train Loss:0.0012273, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:01:50,420 - testrun_e1726b98 - [INFO] - [E:368| 500]: Train Loss:0.0012276, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:02:54,945 - testrun_e1726b98 - [INFO] - [E:368| 600]: Train Loss:0.0012278, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:02:54,998 - testrun_e1726b98 - [INFO] - [Epoch:368]: Training Loss:0.001228 + +2023-06-03 10:02:55,272 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 10:03:07,619 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 10:03:19,791 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.4068, Head : 0.23276, Avg : 0.31978 + +2023-06-03 10:03:19,841 - testrun_e1726b98 - [INFO] - [Epoch 368]: Training Loss: 0.0012278, Valid MRR: 0.32127, + + + +2023-06-03 10:03:20,559 - testrun_e1726b98 - [INFO] - [E:369| 0]: Train Loss:0.0012761, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:04:25,459 - testrun_e1726b98 - [INFO] - [E:369| 100]: Train Loss:0.0012241, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:05:30,428 - testrun_e1726b98 - [INFO] - [E:369| 200]: Train Loss:0.0012268, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:06:35,320 - testrun_e1726b98 - [INFO] - [E:369| 300]: Train Loss:0.0012274, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:07:40,248 - testrun_e1726b98 - [INFO] - [E:369| 400]: Train Loss:0.0012264, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:08:45,241 - testrun_e1726b98 - [INFO] - [E:369| 500]: Train Loss:0.001227, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:09:49,779 - testrun_e1726b98 - [INFO] - [E:369| 600]: Train Loss:0.0012273, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:09:49,832 - testrun_e1726b98 - [INFO] - [Epoch:369]: Training Loss:0.001227 + +2023-06-03 10:09:50,102 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 10:10:02,439 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 10:10:14,602 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.40545, Head : 0.2341, Avg : 0.31977 + MR: Tail : 174.29, Head : 665.41, Avg : 419.85 + Hit-1: Tail : 0.30245, Head : 0.18894, Avg : 0.24569 + Hit-3: Tail : 0.46346, Head : 0.23159, Avg : 0.34753 + Hit-10: Tail : 0.5953, Head : 0.31648, Avg : 0.45589 +2023-06-03 10:10:14,662 - testrun_e1726b98 - [INFO] - [Epoch 369]: Training Loss: 0.0012273, Valid MRR: 0.32127, + + + +2023-06-03 10:10:15,371 - testrun_e1726b98 - [INFO] - [E:370| 0]: Train Loss:0.0012142, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:11:20,324 - testrun_e1726b98 - [INFO] - [E:370| 100]: Train Loss:0.0012285, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:12:25,258 - testrun_e1726b98 - [INFO] - [E:370| 200]: Train Loss:0.0012284, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:13:30,219 - testrun_e1726b98 - [INFO] - [E:370| 300]: Train Loss:0.0012273, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:14:35,167 - testrun_e1726b98 - [INFO] - [E:370| 400]: Train Loss:0.0012264, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:15:40,111 - testrun_e1726b98 - [INFO] - [E:370| 500]: Train Loss:0.0012272, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:16:44,535 - testrun_e1726b98 - [INFO] - [E:370| 600]: Train Loss:0.0012272, Val MRR:0.32127, testrun_e1726b98 +2023-06-03 10:16:44,589 - testrun_e1726b98 - [INFO] - [Epoch:370]: Training Loss:0.001227 + +2023-06-03 10:16:44,860 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 10:16:57,211 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 10:17:09,440 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.40873, Head : 0.23437, Avg : 0.32155 + +2023-06-03 10:17:13,771 - testrun_e1726b98 - [INFO] - [Epoch 370]: Training Loss: 0.0012272, Valid MRR: 0.32155, + + + +2023-06-03 10:17:14,488 - testrun_e1726b98 - [INFO] - [E:371| 0]: Train Loss:0.001235, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:18:19,363 - testrun_e1726b98 - [INFO] - [E:371| 100]: Train Loss:0.0012213, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:19:24,219 - testrun_e1726b98 - [INFO] - [E:371| 200]: Train Loss:0.0012251, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:20:29,168 - testrun_e1726b98 - [INFO] - [E:371| 300]: Train Loss:0.0012245, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:21:34,040 - testrun_e1726b98 - [INFO] - [E:371| 400]: Train Loss:0.0012249, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:22:38,936 - testrun_e1726b98 - [INFO] - [E:371| 500]: Train Loss:0.001226, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:23:43,403 - testrun_e1726b98 - [INFO] - [E:371| 600]: Train Loss:0.0012266, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:23:43,455 - testrun_e1726b98 - [INFO] - [Epoch:371]: Training Loss:0.001227 + +2023-06-03 10:23:43,725 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 10:23:56,097 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 10:24:08,255 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.40216, Head : 0.23316, Avg : 0.31766 + +2023-06-03 10:24:08,309 - testrun_e1726b98 - [INFO] - [Epoch 371]: Training Loss: 0.0012266, Valid MRR: 0.32155, + + + +2023-06-03 10:24:09,019 - testrun_e1726b98 - [INFO] - [E:372| 0]: Train Loss:0.0012196, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:25:13,912 - testrun_e1726b98 - [INFO] - [E:372| 100]: Train Loss:0.0012228, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:26:18,852 - testrun_e1726b98 - [INFO] - [E:372| 200]: Train Loss:0.0012241, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:27:23,754 - testrun_e1726b98 - [INFO] - [E:372| 300]: Train Loss:0.0012254, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:28:28,624 - testrun_e1726b98 - [INFO] - [E:372| 400]: Train Loss:0.0012257, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:29:33,518 - testrun_e1726b98 - [INFO] - [E:372| 500]: Train Loss:0.0012257, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:30:37,934 - testrun_e1726b98 - [INFO] - [E:372| 600]: Train Loss:0.0012262, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:30:37,985 - testrun_e1726b98 - [INFO] - [Epoch:372]: Training Loss:0.001226 + +2023-06-03 10:30:38,254 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 10:30:50,596 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 10:31:02,725 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.4045, Head : 0.2335, Avg : 0.319 + +2023-06-03 10:31:02,779 - testrun_e1726b98 - [INFO] - [Epoch 372]: Training Loss: 0.0012262, Valid MRR: 0.32155, + + + +2023-06-03 10:31:03,484 - testrun_e1726b98 - [INFO] - [E:373| 0]: Train Loss:0.0012553, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:32:08,313 - testrun_e1726b98 - [INFO] - [E:373| 100]: Train Loss:0.001226, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:33:13,201 - testrun_e1726b98 - [INFO] - [E:373| 200]: Train Loss:0.0012257, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:34:18,047 - testrun_e1726b98 - [INFO] - [E:373| 300]: Train Loss:0.001227, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:35:22,922 - testrun_e1726b98 - [INFO] - [E:373| 400]: Train Loss:0.0012271, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:36:27,815 - testrun_e1726b98 - [INFO] - [E:373| 500]: Train Loss:0.0012266, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:37:32,211 - testrun_e1726b98 - [INFO] - [E:373| 600]: Train Loss:0.0012265, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:37:32,265 - testrun_e1726b98 - [INFO] - [Epoch:373]: Training Loss:0.001227 + +2023-06-03 10:37:32,535 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 10:37:44,848 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 10:37:57,005 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.40761, Head : 0.23327, Avg : 0.32044 + +2023-06-03 10:37:57,071 - testrun_e1726b98 - [INFO] - [Epoch 373]: Training Loss: 0.0012265, Valid MRR: 0.32155, + + + +2023-06-03 10:37:57,776 - testrun_e1726b98 - [INFO] - [E:374| 0]: Train Loss:0.0012088, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:39:02,672 - testrun_e1726b98 - [INFO] - [E:374| 100]: Train Loss:0.0012269, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:40:07,485 - testrun_e1726b98 - [INFO] - [E:374| 200]: Train Loss:0.001226, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:41:12,269 - testrun_e1726b98 - [INFO] - [E:374| 300]: Train Loss:0.0012254, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:42:17,072 - testrun_e1726b98 - [INFO] - [E:374| 400]: Train Loss:0.0012248, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:43:21,942 - testrun_e1726b98 - [INFO] - [E:374| 500]: Train Loss:0.0012253, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:44:26,284 - testrun_e1726b98 - [INFO] - [E:374| 600]: Train Loss:0.0012254, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:44:26,337 - testrun_e1726b98 - [INFO] - [Epoch:374]: Training Loss:0.001225 + +2023-06-03 10:44:26,607 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 10:44:38,919 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 10:44:51,082 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.40573, Head : 0.23402, Avg : 0.31987 + +2023-06-03 10:44:51,145 - testrun_e1726b98 - [INFO] - [Epoch 374]: Training Loss: 0.0012254, Valid MRR: 0.32155, + + + +2023-06-03 10:44:51,866 - testrun_e1726b98 - [INFO] - [E:375| 0]: Train Loss:0.0012287, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:45:56,696 - testrun_e1726b98 - [INFO] - [E:375| 100]: Train Loss:0.001227, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:47:01,466 - testrun_e1726b98 - [INFO] - [E:375| 200]: Train Loss:0.0012238, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:48:06,386 - testrun_e1726b98 - [INFO] - [E:375| 300]: Train Loss:0.001224, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:49:11,199 - testrun_e1726b98 - [INFO] - [E:375| 400]: Train Loss:0.0012238, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:50:15,986 - testrun_e1726b98 - [INFO] - [E:375| 500]: Train Loss:0.0012235, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:51:20,373 - testrun_e1726b98 - [INFO] - [E:375| 600]: Train Loss:0.001225, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:51:20,427 - testrun_e1726b98 - [INFO] - [Epoch:375]: Training Loss:0.001225 + +2023-06-03 10:51:20,697 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 10:51:33,017 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 10:51:45,166 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.40728, Head : 0.23306, Avg : 0.32017 + +2023-06-03 10:51:45,218 - testrun_e1726b98 - [INFO] - [Epoch 375]: Training Loss: 0.001225, Valid MRR: 0.32155, + + + +2023-06-03 10:51:45,922 - testrun_e1726b98 - [INFO] - [E:376| 0]: Train Loss:0.0012207, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:52:50,755 - testrun_e1726b98 - [INFO] - [E:376| 100]: Train Loss:0.0012265, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:53:55,545 - testrun_e1726b98 - [INFO] - [E:376| 200]: Train Loss:0.0012258, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:55:00,378 - testrun_e1726b98 - [INFO] - [E:376| 300]: Train Loss:0.0012248, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:56:05,199 - testrun_e1726b98 - [INFO] - [E:376| 400]: Train Loss:0.0012247, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:57:09,969 - testrun_e1726b98 - [INFO] - [E:376| 500]: Train Loss:0.0012233, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:58:14,291 - testrun_e1726b98 - [INFO] - [E:376| 600]: Train Loss:0.001224, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:58:14,343 - testrun_e1726b98 - [INFO] - [Epoch:376]: Training Loss:0.001224 + +2023-06-03 10:58:14,611 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 10:58:26,911 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 10:58:39,083 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.40543, Head : 0.23351, Avg : 0.31947 + +2023-06-03 10:58:39,152 - testrun_e1726b98 - [INFO] - [Epoch 376]: Training Loss: 0.001224, Valid MRR: 0.32155, + + + +2023-06-03 10:58:39,855 - testrun_e1726b98 - [INFO] - [E:377| 0]: Train Loss:0.0012038, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 10:59:44,657 - testrun_e1726b98 - [INFO] - [E:377| 100]: Train Loss:0.0012213, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:00:49,477 - testrun_e1726b98 - [INFO] - [E:377| 200]: Train Loss:0.0012223, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:01:54,286 - testrun_e1726b98 - [INFO] - [E:377| 300]: Train Loss:0.0012242, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:02:59,056 - testrun_e1726b98 - [INFO] - [E:377| 400]: Train Loss:0.0012245, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:04:03,801 - testrun_e1726b98 - [INFO] - [E:377| 500]: Train Loss:0.0012239, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:05:08,128 - testrun_e1726b98 - [INFO] - [E:377| 600]: Train Loss:0.0012243, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:05:08,180 - testrun_e1726b98 - [INFO] - [Epoch:377]: Training Loss:0.001224 + +2023-06-03 11:05:08,450 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 11:05:20,764 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 11:05:32,900 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.40425, Head : 0.23369, Avg : 0.31897 + +2023-06-03 11:05:32,954 - testrun_e1726b98 - [INFO] - [Epoch 377]: Training Loss: 0.0012243, Valid MRR: 0.32155, + + + +2023-06-03 11:05:33,661 - testrun_e1726b98 - [INFO] - [E:378| 0]: Train Loss:0.001168, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:06:38,447 - testrun_e1726b98 - [INFO] - [E:378| 100]: Train Loss:0.0012234, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:07:43,233 - testrun_e1726b98 - [INFO] - [E:378| 200]: Train Loss:0.0012237, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:08:47,955 - testrun_e1726b98 - [INFO] - [E:378| 300]: Train Loss:0.0012239, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:09:52,708 - testrun_e1726b98 - [INFO] - [E:378| 400]: Train Loss:0.0012237, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:10:57,499 - testrun_e1726b98 - [INFO] - [E:378| 500]: Train Loss:0.0012242, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:12:01,919 - testrun_e1726b98 - [INFO] - [E:378| 600]: Train Loss:0.0012238, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:12:01,973 - testrun_e1726b98 - [INFO] - [Epoch:378]: Training Loss:0.001224 + +2023-06-03 11:12:02,244 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 11:12:14,542 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 11:12:26,674 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.40694, Head : 0.23329, Avg : 0.32011 + +2023-06-03 11:12:26,727 - testrun_e1726b98 - [INFO] - [Epoch 378]: Training Loss: 0.0012238, Valid MRR: 0.32155, + + + +2023-06-03 11:12:27,427 - testrun_e1726b98 - [INFO] - [E:379| 0]: Train Loss:0.0012171, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:13:32,189 - testrun_e1726b98 - [INFO] - [E:379| 100]: Train Loss:0.001223, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:14:36,909 - testrun_e1726b98 - [INFO] - [E:379| 200]: Train Loss:0.0012221, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:15:41,646 - testrun_e1726b98 - [INFO] - [E:379| 300]: Train Loss:0.0012238, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:16:46,378 - testrun_e1726b98 - [INFO] - [E:379| 400]: Train Loss:0.0012238, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:17:51,061 - testrun_e1726b98 - [INFO] - [E:379| 500]: Train Loss:0.0012235, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:18:55,347 - testrun_e1726b98 - [INFO] - [E:379| 600]: Train Loss:0.0012235, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:18:55,403 - testrun_e1726b98 - [INFO] - [Epoch:379]: Training Loss:0.001223 + +2023-06-03 11:18:55,676 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 11:19:07,980 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 11:19:20,140 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.40533, Head : 0.23375, Avg : 0.31954 + MR: Tail : 179.65, Head : 684.05, Avg : 431.85 + Hit-1: Tail : 0.30356, Head : 0.18866, Avg : 0.24611 + Hit-3: Tail : 0.46443, Head : 0.23118, Avg : 0.3478 + Hit-10: Tail : 0.59906, Head : 0.3162, Avg : 0.45763 +2023-06-03 11:19:20,218 - testrun_e1726b98 - [INFO] - [Epoch 379]: Training Loss: 0.0012235, Valid MRR: 0.32155, + + + +2023-06-03 11:19:20,924 - testrun_e1726b98 - [INFO] - [E:380| 0]: Train Loss:0.0012121, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:20:25,642 - testrun_e1726b98 - [INFO] - [E:380| 100]: Train Loss:0.0012222, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:21:30,349 - testrun_e1726b98 - [INFO] - [E:380| 200]: Train Loss:0.0012238, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:22:35,118 - testrun_e1726b98 - [INFO] - [E:380| 300]: Train Loss:0.0012225, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:23:39,907 - testrun_e1726b98 - [INFO] - [E:380| 400]: Train Loss:0.0012233, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:24:44,674 - testrun_e1726b98 - [INFO] - [E:380| 500]: Train Loss:0.0012232, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:25:48,980 - testrun_e1726b98 - [INFO] - [E:380| 600]: Train Loss:0.0012231, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:25:49,033 - testrun_e1726b98 - [INFO] - [Epoch:380]: Training Loss:0.001223 + +2023-06-03 11:25:49,302 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 11:26:01,609 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 11:26:13,754 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.40613, Head : 0.23308, Avg : 0.31961 + +2023-06-03 11:26:13,822 - testrun_e1726b98 - [INFO] - [Epoch 380]: Training Loss: 0.0012231, Valid MRR: 0.32155, + + + +2023-06-03 11:26:14,525 - testrun_e1726b98 - [INFO] - [E:381| 0]: Train Loss:0.0011732, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:27:19,357 - testrun_e1726b98 - [INFO] - [E:381| 100]: Train Loss:0.0012218, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:28:24,190 - testrun_e1726b98 - [INFO] - [E:381| 200]: Train Loss:0.001223, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:29:29,049 - testrun_e1726b98 - [INFO] - [E:381| 300]: Train Loss:0.0012228, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:30:33,886 - testrun_e1726b98 - [INFO] - [E:381| 400]: Train Loss:0.0012221, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:31:38,710 - testrun_e1726b98 - [INFO] - [E:381| 500]: Train Loss:0.0012221, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:32:43,137 - testrun_e1726b98 - [INFO] - [E:381| 600]: Train Loss:0.0012223, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:32:43,191 - testrun_e1726b98 - [INFO] - [Epoch:381]: Training Loss:0.001222 + +2023-06-03 11:32:43,461 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 11:32:55,819 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 11:33:07,978 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.40529, Head : 0.23323, Avg : 0.31926 + +2023-06-03 11:33:08,037 - testrun_e1726b98 - [INFO] - [Epoch 381]: Training Loss: 0.0012223, Valid MRR: 0.32155, + + + +2023-06-03 11:33:08,772 - testrun_e1726b98 - [INFO] - [E:382| 0]: Train Loss:0.0012192, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:34:13,651 - testrun_e1726b98 - [INFO] - [E:382| 100]: Train Loss:0.0012175, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:35:18,507 - testrun_e1726b98 - [INFO] - [E:382| 200]: Train Loss:0.0012191, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:36:23,398 - testrun_e1726b98 - [INFO] - [E:382| 300]: Train Loss:0.0012204, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:37:28,309 - testrun_e1726b98 - [INFO] - [E:382| 400]: Train Loss:0.0012205, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:38:33,158 - testrun_e1726b98 - [INFO] - [E:382| 500]: Train Loss:0.0012215, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:39:37,557 - testrun_e1726b98 - [INFO] - [E:382| 600]: Train Loss:0.0012222, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:39:37,626 - testrun_e1726b98 - [INFO] - [Epoch:382]: Training Loss:0.001222 + +2023-06-03 11:39:37,905 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 11:39:50,226 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 11:40:02,394 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.4063, Head : 0.23378, Avg : 0.32004 + +2023-06-03 11:40:02,446 - testrun_e1726b98 - [INFO] - [Epoch 382]: Training Loss: 0.0012222, Valid MRR: 0.32155, + + + +2023-06-03 11:40:03,149 - testrun_e1726b98 - [INFO] - [E:383| 0]: Train Loss:0.0011939, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:41:07,945 - testrun_e1726b98 - [INFO] - [E:383| 100]: Train Loss:0.0012278, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:42:12,693 - testrun_e1726b98 - [INFO] - [E:383| 200]: Train Loss:0.0012243, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:43:17,493 - testrun_e1726b98 - [INFO] - [E:383| 300]: Train Loss:0.0012217, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:44:22,191 - testrun_e1726b98 - [INFO] - [E:383| 400]: Train Loss:0.0012228, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:45:26,935 - testrun_e1726b98 - [INFO] - [E:383| 500]: Train Loss:0.0012223, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:46:31,296 - testrun_e1726b98 - [INFO] - [E:383| 600]: Train Loss:0.0012221, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:46:31,350 - testrun_e1726b98 - [INFO] - [Epoch:383]: Training Loss:0.001222 + +2023-06-03 11:46:31,619 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 11:46:43,939 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 11:46:56,087 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.40776, Head : 0.23338, Avg : 0.32057 + +2023-06-03 11:46:56,140 - testrun_e1726b98 - [INFO] - [Epoch 383]: Training Loss: 0.0012221, Valid MRR: 0.32155, + + + +2023-06-03 11:46:56,840 - testrun_e1726b98 - [INFO] - [E:384| 0]: Train Loss:0.0012232, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:48:01,610 - testrun_e1726b98 - [INFO] - [E:384| 100]: Train Loss:0.0012246, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:49:06,276 - testrun_e1726b98 - [INFO] - [E:384| 200]: Train Loss:0.0012223, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:50:11,042 - testrun_e1726b98 - [INFO] - [E:384| 300]: Train Loss:0.0012197, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:51:15,772 - testrun_e1726b98 - [INFO] - [E:384| 400]: Train Loss:0.0012211, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:52:20,477 - testrun_e1726b98 - [INFO] - [E:384| 500]: Train Loss:0.0012215, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:53:24,765 - testrun_e1726b98 - [INFO] - [E:384| 600]: Train Loss:0.0012218, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:53:24,831 - testrun_e1726b98 - [INFO] - [Epoch:384]: Training Loss:0.001222 + +2023-06-03 11:53:25,103 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 11:53:37,405 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 11:53:49,556 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.40382, Head : 0.23339, Avg : 0.31861 + +2023-06-03 11:53:49,611 - testrun_e1726b98 - [INFO] - [Epoch 384]: Training Loss: 0.0012218, Valid MRR: 0.32155, + + + +2023-06-03 11:53:50,332 - testrun_e1726b98 - [INFO] - [E:385| 0]: Train Loss:0.0012187, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:54:55,068 - testrun_e1726b98 - [INFO] - [E:385| 100]: Train Loss:0.0012215, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:55:59,884 - testrun_e1726b98 - [INFO] - [E:385| 200]: Train Loss:0.001224, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:57:04,681 - testrun_e1726b98 - [INFO] - [E:385| 300]: Train Loss:0.0012227, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:58:09,439 - testrun_e1726b98 - [INFO] - [E:385| 400]: Train Loss:0.0012217, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 11:59:14,214 - testrun_e1726b98 - [INFO] - [E:385| 500]: Train Loss:0.0012213, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:00:18,529 - testrun_e1726b98 - [INFO] - [E:385| 600]: Train Loss:0.0012213, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:00:18,596 - testrun_e1726b98 - [INFO] - [Epoch:385]: Training Loss:0.001221 + +2023-06-03 12:00:18,880 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 12:00:31,185 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 12:00:43,310 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.40504, Head : 0.23336, Avg : 0.3192 + +2023-06-03 12:00:43,364 - testrun_e1726b98 - [INFO] - [Epoch 385]: Training Loss: 0.0012213, Valid MRR: 0.32155, + + + +2023-06-03 12:00:44,069 - testrun_e1726b98 - [INFO] - [E:386| 0]: Train Loss:0.0012133, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:01:48,849 - testrun_e1726b98 - [INFO] - [E:386| 100]: Train Loss:0.0012182, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:02:53,600 - testrun_e1726b98 - [INFO] - [E:386| 200]: Train Loss:0.0012185, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:03:58,377 - testrun_e1726b98 - [INFO] - [E:386| 300]: Train Loss:0.0012199, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:05:03,165 - testrun_e1726b98 - [INFO] - [E:386| 400]: Train Loss:0.0012207, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:06:07,889 - testrun_e1726b98 - [INFO] - [E:386| 500]: Train Loss:0.0012203, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:07:12,165 - testrun_e1726b98 - [INFO] - [E:386| 600]: Train Loss:0.0012211, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:07:12,217 - testrun_e1726b98 - [INFO] - [Epoch:386]: Training Loss:0.001221 + +2023-06-03 12:07:12,486 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 12:07:24,781 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 12:07:36,906 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.40177, Head : 0.23407, Avg : 0.31792 + +2023-06-03 12:07:36,958 - testrun_e1726b98 - [INFO] - [Epoch 386]: Training Loss: 0.0012211, Valid MRR: 0.32155, + + + +2023-06-03 12:07:37,657 - testrun_e1726b98 - [INFO] - [E:387| 0]: Train Loss:0.0012502, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:08:42,376 - testrun_e1726b98 - [INFO] - [E:387| 100]: Train Loss:0.0012205, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:09:47,122 - testrun_e1726b98 - [INFO] - [E:387| 200]: Train Loss:0.0012195, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:10:51,808 - testrun_e1726b98 - [INFO] - [E:387| 300]: Train Loss:0.0012206, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:11:56,498 - testrun_e1726b98 - [INFO] - [E:387| 400]: Train Loss:0.0012203, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:13:01,243 - testrun_e1726b98 - [INFO] - [E:387| 500]: Train Loss:0.0012204, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:14:05,559 - testrun_e1726b98 - [INFO] - [E:387| 600]: Train Loss:0.0012204, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:14:05,614 - testrun_e1726b98 - [INFO] - [Epoch:387]: Training Loss:0.00122 + +2023-06-03 12:14:05,885 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 12:14:18,189 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 12:14:30,340 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.40631, Head : 0.23435, Avg : 0.32033 + +2023-06-03 12:14:30,397 - testrun_e1726b98 - [INFO] - [Epoch 387]: Training Loss: 0.0012204, Valid MRR: 0.32155, + + + +2023-06-03 12:14:31,105 - testrun_e1726b98 - [INFO] - [E:388| 0]: Train Loss:0.0011985, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:15:35,844 - testrun_e1726b98 - [INFO] - [E:388| 100]: Train Loss:0.0012193, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:16:40,558 - testrun_e1726b98 - [INFO] - [E:388| 200]: Train Loss:0.0012197, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:17:45,234 - testrun_e1726b98 - [INFO] - [E:388| 300]: Train Loss:0.0012193, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:18:49,946 - testrun_e1726b98 - [INFO] - [E:388| 400]: Train Loss:0.0012194, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:19:54,675 - testrun_e1726b98 - [INFO] - [E:388| 500]: Train Loss:0.0012199, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:20:58,932 - testrun_e1726b98 - [INFO] - [E:388| 600]: Train Loss:0.0012201, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:20:58,986 - testrun_e1726b98 - [INFO] - [Epoch:388]: Training Loss:0.00122 + +2023-06-03 12:20:59,257 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 12:21:11,560 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 12:21:23,709 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.40365, Head : 0.23385, Avg : 0.31875 + +2023-06-03 12:21:23,761 - testrun_e1726b98 - [INFO] - [Epoch 388]: Training Loss: 0.0012201, Valid MRR: 0.32155, + + + +2023-06-03 12:21:24,462 - testrun_e1726b98 - [INFO] - [E:389| 0]: Train Loss:0.0012256, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:22:29,167 - testrun_e1726b98 - [INFO] - [E:389| 100]: Train Loss:0.0012206, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:23:33,907 - testrun_e1726b98 - [INFO] - [E:389| 200]: Train Loss:0.0012212, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:24:38,667 - testrun_e1726b98 - [INFO] - [E:389| 300]: Train Loss:0.0012211, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:25:43,325 - testrun_e1726b98 - [INFO] - [E:389| 400]: Train Loss:0.0012213, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:26:47,995 - testrun_e1726b98 - [INFO] - [E:389| 500]: Train Loss:0.0012198, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:27:52,282 - testrun_e1726b98 - [INFO] - [E:389| 600]: Train Loss:0.0012198, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:27:52,333 - testrun_e1726b98 - [INFO] - [Epoch:389]: Training Loss:0.00122 + +2023-06-03 12:27:52,603 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 12:28:04,930 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 12:28:17,062 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.40742, Head : 0.23298, Avg : 0.3202 + MR: Tail : 184.15, Head : 692.0, Avg : 438.07 + Hit-1: Tail : 0.3055, Head : 0.18769, Avg : 0.2466 + Hit-3: Tail : 0.46318, Head : 0.22909, Avg : 0.34614 + Hit-10: Tail : 0.59836, Head : 0.31731, Avg : 0.45784 +2023-06-03 12:28:17,122 - testrun_e1726b98 - [INFO] - [Epoch 389]: Training Loss: 0.0012198, Valid MRR: 0.32155, + + + +2023-06-03 12:28:17,827 - testrun_e1726b98 - [INFO] - [E:390| 0]: Train Loss:0.0012161, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:29:22,494 - testrun_e1726b98 - [INFO] - [E:390| 100]: Train Loss:0.00122, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:30:27,238 - testrun_e1726b98 - [INFO] - [E:390| 200]: Train Loss:0.0012192, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:31:31,979 - testrun_e1726b98 - [INFO] - [E:390| 300]: Train Loss:0.0012193, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:32:36,653 - testrun_e1726b98 - [INFO] - [E:390| 400]: Train Loss:0.0012194, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:33:41,378 - testrun_e1726b98 - [INFO] - [E:390| 500]: Train Loss:0.0012198, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:34:45,642 - testrun_e1726b98 - [INFO] - [E:390| 600]: Train Loss:0.0012193, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:34:45,730 - testrun_e1726b98 - [INFO] - [Epoch:390]: Training Loss:0.001219 + +2023-06-03 12:34:46,002 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 12:34:58,319 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 12:35:10,452 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.40536, Head : 0.23397, Avg : 0.31966 + +2023-06-03 12:35:10,507 - testrun_e1726b98 - [INFO] - [Epoch 390]: Training Loss: 0.0012193, Valid MRR: 0.32155, + + + +2023-06-03 12:35:11,212 - testrun_e1726b98 - [INFO] - [E:391| 0]: Train Loss:0.0011956, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:36:15,907 - testrun_e1726b98 - [INFO] - [E:391| 100]: Train Loss:0.0012179, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:37:20,665 - testrun_e1726b98 - [INFO] - [E:391| 200]: Train Loss:0.0012186, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:38:25,361 - testrun_e1726b98 - [INFO] - [E:391| 300]: Train Loss:0.0012178, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:39:30,011 - testrun_e1726b98 - [INFO] - [E:391| 400]: Train Loss:0.0012188, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:40:34,702 - testrun_e1726b98 - [INFO] - [E:391| 500]: Train Loss:0.0012189, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:41:38,939 - testrun_e1726b98 - [INFO] - [E:391| 600]: Train Loss:0.0012189, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:41:39,003 - testrun_e1726b98 - [INFO] - [Epoch:391]: Training Loss:0.001219 + +2023-06-03 12:41:39,282 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 12:41:51,588 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 12:42:03,722 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.40787, Head : 0.23404, Avg : 0.32096 + +2023-06-03 12:42:03,777 - testrun_e1726b98 - [INFO] - [Epoch 391]: Training Loss: 0.0012189, Valid MRR: 0.32155, + + + +2023-06-03 12:42:04,493 - testrun_e1726b98 - [INFO] - [E:392| 0]: Train Loss:0.0012112, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:43:09,128 - testrun_e1726b98 - [INFO] - [E:392| 100]: Train Loss:0.0012187, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:44:13,810 - testrun_e1726b98 - [INFO] - [E:392| 200]: Train Loss:0.0012208, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:45:18,483 - testrun_e1726b98 - [INFO] - [E:392| 300]: Train Loss:0.0012202, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:46:23,224 - testrun_e1726b98 - [INFO] - [E:392| 400]: Train Loss:0.0012193, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:47:27,853 - testrun_e1726b98 - [INFO] - [E:392| 500]: Train Loss:0.0012187, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:48:32,064 - testrun_e1726b98 - [INFO] - [E:392| 600]: Train Loss:0.0012188, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:48:32,116 - testrun_e1726b98 - [INFO] - [Epoch:392]: Training Loss:0.001219 + +2023-06-03 12:48:32,386 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 12:48:44,686 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 12:48:56,819 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.40697, Head : 0.23332, Avg : 0.32014 + +2023-06-03 12:48:56,874 - testrun_e1726b98 - [INFO] - [Epoch 392]: Training Loss: 0.0012188, Valid MRR: 0.32155, + + + +2023-06-03 12:48:57,578 - testrun_e1726b98 - [INFO] - [E:393| 0]: Train Loss:0.0011914, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:50:02,201 - testrun_e1726b98 - [INFO] - [E:393| 100]: Train Loss:0.0012208, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:51:06,905 - testrun_e1726b98 - [INFO] - [E:393| 200]: Train Loss:0.0012203, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:52:11,598 - testrun_e1726b98 - [INFO] - [E:393| 300]: Train Loss:0.0012205, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:53:16,346 - testrun_e1726b98 - [INFO] - [E:393| 400]: Train Loss:0.0012197, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:54:21,078 - testrun_e1726b98 - [INFO] - [E:393| 500]: Train Loss:0.0012192, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:55:25,302 - testrun_e1726b98 - [INFO] - [E:393| 600]: Train Loss:0.0012185, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:55:25,363 - testrun_e1726b98 - [INFO] - [Epoch:393]: Training Loss:0.001218 + +2023-06-03 12:55:25,634 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 12:55:37,942 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 12:55:50,110 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.40818, Head : 0.23349, Avg : 0.32083 + +2023-06-03 12:55:50,163 - testrun_e1726b98 - [INFO] - [Epoch 393]: Training Loss: 0.0012185, Valid MRR: 0.32155, + + + +2023-06-03 12:55:50,865 - testrun_e1726b98 - [INFO] - [E:394| 0]: Train Loss:0.0012155, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:56:55,599 - testrun_e1726b98 - [INFO] - [E:394| 100]: Train Loss:0.0012172, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:58:00,365 - testrun_e1726b98 - [INFO] - [E:394| 200]: Train Loss:0.0012185, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 12:59:05,021 - testrun_e1726b98 - [INFO] - [E:394| 300]: Train Loss:0.001218, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:00:09,712 - testrun_e1726b98 - [INFO] - [E:394| 400]: Train Loss:0.0012183, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:01:14,386 - testrun_e1726b98 - [INFO] - [E:394| 500]: Train Loss:0.001218, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:02:18,636 - testrun_e1726b98 - [INFO] - [E:394| 600]: Train Loss:0.0012181, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:02:18,688 - testrun_e1726b98 - [INFO] - [Epoch:394]: Training Loss:0.001218 + +2023-06-03 13:02:18,957 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 13:02:31,254 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 13:02:43,396 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.40532, Head : 0.23317, Avg : 0.31925 + +2023-06-03 13:02:43,448 - testrun_e1726b98 - [INFO] - [Epoch 394]: Training Loss: 0.0012181, Valid MRR: 0.32155, + + + +2023-06-03 13:02:44,153 - testrun_e1726b98 - [INFO] - [E:395| 0]: Train Loss:0.0012139, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:03:48,860 - testrun_e1726b98 - [INFO] - [E:395| 100]: Train Loss:0.0012229, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:04:53,608 - testrun_e1726b98 - [INFO] - [E:395| 200]: Train Loss:0.0012189, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:05:58,280 - testrun_e1726b98 - [INFO] - [E:395| 300]: Train Loss:0.0012173, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:07:03,009 - testrun_e1726b98 - [INFO] - [E:395| 400]: Train Loss:0.0012179, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:08:07,695 - testrun_e1726b98 - [INFO] - [E:395| 500]: Train Loss:0.0012182, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:09:11,895 - testrun_e1726b98 - [INFO] - [E:395| 600]: Train Loss:0.0012184, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:09:11,950 - testrun_e1726b98 - [INFO] - [Epoch:395]: Training Loss:0.001218 + +2023-06-03 13:09:12,221 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 13:09:24,556 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 13:09:36,694 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.40684, Head : 0.23344, Avg : 0.32014 + +2023-06-03 13:09:36,748 - testrun_e1726b98 - [INFO] - [Epoch 395]: Training Loss: 0.0012184, Valid MRR: 0.32155, + + + +2023-06-03 13:09:37,453 - testrun_e1726b98 - [INFO] - [E:396| 0]: Train Loss:0.0011926, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:10:42,144 - testrun_e1726b98 - [INFO] - [E:396| 100]: Train Loss:0.001218, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:11:46,777 - testrun_e1726b98 - [INFO] - [E:396| 200]: Train Loss:0.0012165, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:12:51,460 - testrun_e1726b98 - [INFO] - [E:396| 300]: Train Loss:0.001217, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:13:56,218 - testrun_e1726b98 - [INFO] - [E:396| 400]: Train Loss:0.0012174, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:15:00,901 - testrun_e1726b98 - [INFO] - [E:396| 500]: Train Loss:0.0012168, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:16:05,104 - testrun_e1726b98 - [INFO] - [E:396| 600]: Train Loss:0.0012175, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:16:05,156 - testrun_e1726b98 - [INFO] - [Epoch:396]: Training Loss:0.001217 + +2023-06-03 13:16:05,433 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 13:16:17,736 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 13:16:29,857 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.408, Head : 0.23344, Avg : 0.32072 + +2023-06-03 13:16:29,909 - testrun_e1726b98 - [INFO] - [Epoch 396]: Training Loss: 0.0012175, Valid MRR: 0.32155, + + + +2023-06-03 13:16:30,612 - testrun_e1726b98 - [INFO] - [E:397| 0]: Train Loss:0.0012318, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:17:35,336 - testrun_e1726b98 - [INFO] - [E:397| 100]: Train Loss:0.0012154, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:18:40,098 - testrun_e1726b98 - [INFO] - [E:397| 200]: Train Loss:0.0012142, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:19:44,792 - testrun_e1726b98 - [INFO] - [E:397| 300]: Train Loss:0.0012173, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:20:49,458 - testrun_e1726b98 - [INFO] - [E:397| 400]: Train Loss:0.001217, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:21:54,191 - testrun_e1726b98 - [INFO] - [E:397| 500]: Train Loss:0.0012168, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:22:58,448 - testrun_e1726b98 - [INFO] - [E:397| 600]: Train Loss:0.0012169, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:22:58,503 - testrun_e1726b98 - [INFO] - [Epoch:397]: Training Loss:0.001217 + +2023-06-03 13:22:58,773 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 13:23:11,079 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 13:23:23,211 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.40622, Head : 0.23364, Avg : 0.31993 + +2023-06-03 13:23:23,266 - testrun_e1726b98 - [INFO] - [Epoch 397]: Training Loss: 0.0012169, Valid MRR: 0.32155, + + + +2023-06-03 13:23:23,974 - testrun_e1726b98 - [INFO] - [E:398| 0]: Train Loss:0.0012407, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:24:28,691 - testrun_e1726b98 - [INFO] - [E:398| 100]: Train Loss:0.0012232, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:25:33,374 - testrun_e1726b98 - [INFO] - [E:398| 200]: Train Loss:0.0012181, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:26:38,025 - testrun_e1726b98 - [INFO] - [E:398| 300]: Train Loss:0.0012191, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:27:42,718 - testrun_e1726b98 - [INFO] - [E:398| 400]: Train Loss:0.001218, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:28:47,445 - testrun_e1726b98 - [INFO] - [E:398| 500]: Train Loss:0.0012183, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:29:51,775 - testrun_e1726b98 - [INFO] - [E:398| 600]: Train Loss:0.001217, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:29:51,829 - testrun_e1726b98 - [INFO] - [Epoch:398]: Training Loss:0.001217 + +2023-06-03 13:29:52,101 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 13:30:04,422 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 13:30:16,584 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.40727, Head : 0.23411, Avg : 0.32069 + +2023-06-03 13:30:16,640 - testrun_e1726b98 - [INFO] - [Epoch 398]: Training Loss: 0.001217, Valid MRR: 0.32155, + + + +2023-06-03 13:30:17,351 - testrun_e1726b98 - [INFO] - [E:399| 0]: Train Loss:0.0012191, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:31:22,153 - testrun_e1726b98 - [INFO] - [E:399| 100]: Train Loss:0.0012137, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:32:27,055 - testrun_e1726b98 - [INFO] - [E:399| 200]: Train Loss:0.0012162, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:33:31,898 - testrun_e1726b98 - [INFO] - [E:399| 300]: Train Loss:0.0012146, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:34:36,689 - testrun_e1726b98 - [INFO] - [E:399| 400]: Train Loss:0.001215, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:35:41,528 - testrun_e1726b98 - [INFO] - [E:399| 500]: Train Loss:0.0012153, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:36:45,971 - testrun_e1726b98 - [INFO] - [E:399| 600]: Train Loss:0.0012161, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:36:46,026 - testrun_e1726b98 - [INFO] - [Epoch:399]: Training Loss:0.001216 + +2023-06-03 13:36:46,300 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 13:36:58,633 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 13:37:10,813 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.40382, Head : 0.23367, Avg : 0.31875 + MR: Tail : 195.82, Head : 696.89, Avg : 446.35 + Hit-1: Tail : 0.303, Head : 0.18852, Avg : 0.24576 + Hit-3: Tail : 0.45957, Head : 0.22909, Avg : 0.34433 + Hit-10: Tail : 0.59308, Head : 0.3187, Avg : 0.45589 +2023-06-03 13:37:10,878 - testrun_e1726b98 - [INFO] - [Epoch 399]: Training Loss: 0.0012161, Valid MRR: 0.32155, + + + +2023-06-03 13:37:11,589 - testrun_e1726b98 - [INFO] - [E:400| 0]: Train Loss:0.0012158, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:38:16,398 - testrun_e1726b98 - [INFO] - [E:400| 100]: Train Loss:0.0012141, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:39:21,166 - testrun_e1726b98 - [INFO] - [E:400| 200]: Train Loss:0.001217, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:40:25,999 - testrun_e1726b98 - [INFO] - [E:400| 300]: Train Loss:0.0012157, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:41:30,917 - testrun_e1726b98 - [INFO] - [E:400| 400]: Train Loss:0.0012147, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:42:35,852 - testrun_e1726b98 - [INFO] - [E:400| 500]: Train Loss:0.0012154, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:43:40,355 - testrun_e1726b98 - [INFO] - [E:400| 600]: Train Loss:0.0012161, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:43:40,412 - testrun_e1726b98 - [INFO] - [Epoch:400]: Training Loss:0.001216 + +2023-06-03 13:43:40,685 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 13:43:53,024 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 13:44:05,235 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.40778, Head : 0.23248, Avg : 0.32013 + +2023-06-03 13:44:05,290 - testrun_e1726b98 - [INFO] - [Epoch 400]: Training Loss: 0.0012161, Valid MRR: 0.32155, + + + +2023-06-03 13:44:05,998 - testrun_e1726b98 - [INFO] - [E:401| 0]: Train Loss:0.001199, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:45:10,950 - testrun_e1726b98 - [INFO] - [E:401| 100]: Train Loss:0.0012152, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:46:15,878 - testrun_e1726b98 - [INFO] - [E:401| 200]: Train Loss:0.001215, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:47:20,804 - testrun_e1726b98 - [INFO] - [E:401| 300]: Train Loss:0.0012142, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:48:25,789 - testrun_e1726b98 - [INFO] - [E:401| 400]: Train Loss:0.0012146, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:49:30,656 - testrun_e1726b98 - [INFO] - [E:401| 500]: Train Loss:0.0012149, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:50:35,071 - testrun_e1726b98 - [INFO] - [E:401| 600]: Train Loss:0.0012159, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:50:35,126 - testrun_e1726b98 - [INFO] - [Epoch:401]: Training Loss:0.001216 + +2023-06-03 13:50:35,397 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 13:50:47,735 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 13:50:59,875 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.40678, Head : 0.23303, Avg : 0.31991 + +2023-06-03 13:50:59,928 - testrun_e1726b98 - [INFO] - [Epoch 401]: Training Loss: 0.0012159, Valid MRR: 0.32155, + + + +2023-06-03 13:51:00,630 - testrun_e1726b98 - [INFO] - [E:402| 0]: Train Loss:0.0012392, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:52:05,415 - testrun_e1726b98 - [INFO] - [E:402| 100]: Train Loss:0.0012127, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:53:10,232 - testrun_e1726b98 - [INFO] - [E:402| 200]: Train Loss:0.0012132, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:54:15,005 - testrun_e1726b98 - [INFO] - [E:402| 300]: Train Loss:0.0012142, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:55:19,693 - testrun_e1726b98 - [INFO] - [E:402| 400]: Train Loss:0.0012141, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:56:24,428 - testrun_e1726b98 - [INFO] - [E:402| 500]: Train Loss:0.0012153, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:57:28,678 - testrun_e1726b98 - [INFO] - [E:402| 600]: Train Loss:0.0012154, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:57:28,731 - testrun_e1726b98 - [INFO] - [Epoch:402]: Training Loss:0.001215 + +2023-06-03 13:57:29,005 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 13:57:41,325 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 13:57:53,469 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.40227, Head : 0.23327, Avg : 0.31777 + +2023-06-03 13:57:53,523 - testrun_e1726b98 - [INFO] - [Epoch 402]: Training Loss: 0.0012154, Valid MRR: 0.32155, + + + +2023-06-03 13:57:54,224 - testrun_e1726b98 - [INFO] - [E:403| 0]: Train Loss:0.0012161, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 13:58:58,988 - testrun_e1726b98 - [INFO] - [E:403| 100]: Train Loss:0.0012133, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:00:03,721 - testrun_e1726b98 - [INFO] - [E:403| 200]: Train Loss:0.0012158, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:01:08,509 - testrun_e1726b98 - [INFO] - [E:403| 300]: Train Loss:0.0012131, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:02:13,264 - testrun_e1726b98 - [INFO] - [E:403| 400]: Train Loss:0.0012137, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:03:17,986 - testrun_e1726b98 - [INFO] - [E:403| 500]: Train Loss:0.0012145, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:04:22,356 - testrun_e1726b98 - [INFO] - [E:403| 600]: Train Loss:0.0012149, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:04:22,414 - testrun_e1726b98 - [INFO] - [Epoch:403]: Training Loss:0.001215 + +2023-06-03 14:04:22,689 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 14:04:35,021 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 14:04:47,187 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.40716, Head : 0.2333, Avg : 0.32023 + +2023-06-03 14:04:47,239 - testrun_e1726b98 - [INFO] - [Epoch 403]: Training Loss: 0.0012149, Valid MRR: 0.32155, + + + +2023-06-03 14:04:47,944 - testrun_e1726b98 - [INFO] - [E:404| 0]: Train Loss:0.001211, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:05:52,795 - testrun_e1726b98 - [INFO] - [E:404| 100]: Train Loss:0.0012127, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:06:57,706 - testrun_e1726b98 - [INFO] - [E:404| 200]: Train Loss:0.0012114, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:08:02,548 - testrun_e1726b98 - [INFO] - [E:404| 300]: Train Loss:0.0012123, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:09:07,427 - testrun_e1726b98 - [INFO] - [E:404| 400]: Train Loss:0.0012137, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:10:12,244 - testrun_e1726b98 - [INFO] - [E:404| 500]: Train Loss:0.0012148, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:11:16,671 - testrun_e1726b98 - [INFO] - [E:404| 600]: Train Loss:0.001215, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:11:16,727 - testrun_e1726b98 - [INFO] - [Epoch:404]: Training Loss:0.001215 + +2023-06-03 14:11:17,000 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 14:11:29,330 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 14:11:41,509 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.40769, Head : 0.23282, Avg : 0.32025 + +2023-06-03 14:11:41,567 - testrun_e1726b98 - [INFO] - [Epoch 404]: Training Loss: 0.001215, Valid MRR: 0.32155, + + + +2023-06-03 14:11:42,274 - testrun_e1726b98 - [INFO] - [E:405| 0]: Train Loss:0.0011982, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:12:47,131 - testrun_e1726b98 - [INFO] - [E:405| 100]: Train Loss:0.0012124, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:13:52,039 - testrun_e1726b98 - [INFO] - [E:405| 200]: Train Loss:0.0012145, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:14:56,829 - testrun_e1726b98 - [INFO] - [E:405| 300]: Train Loss:0.0012139, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:16:01,723 - testrun_e1726b98 - [INFO] - [E:405| 400]: Train Loss:0.001214, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:17:06,604 - testrun_e1726b98 - [INFO] - [E:405| 500]: Train Loss:0.0012136, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:18:11,005 - testrun_e1726b98 - [INFO] - [E:405| 600]: Train Loss:0.0012141, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:18:11,065 - testrun_e1726b98 - [INFO] - [Epoch:405]: Training Loss:0.001214 + +2023-06-03 14:18:11,343 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 14:18:23,680 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 14:18:35,859 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.40949, Head : 0.23304, Avg : 0.32126 + +2023-06-03 14:18:35,943 - testrun_e1726b98 - [INFO] - [Epoch 405]: Training Loss: 0.0012141, Valid MRR: 0.32155, + + + +2023-06-03 14:18:36,657 - testrun_e1726b98 - [INFO] - [E:406| 0]: Train Loss:0.0011849, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:19:41,517 - testrun_e1726b98 - [INFO] - [E:406| 100]: Train Loss:0.001215, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:20:46,228 - testrun_e1726b98 - [INFO] - [E:406| 200]: Train Loss:0.0012155, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:21:50,905 - testrun_e1726b98 - [INFO] - [E:406| 300]: Train Loss:0.0012149, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:22:55,592 - testrun_e1726b98 - [INFO] - [E:406| 400]: Train Loss:0.0012133, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:24:00,322 - testrun_e1726b98 - [INFO] - [E:406| 500]: Train Loss:0.0012144, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:25:04,578 - testrun_e1726b98 - [INFO] - [E:406| 600]: Train Loss:0.0012145, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:25:04,642 - testrun_e1726b98 - [INFO] - [Epoch:406]: Training Loss:0.001214 + +2023-06-03 14:25:04,924 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 14:25:17,253 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 14:25:29,438 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.40619, Head : 0.23277, Avg : 0.31948 + +2023-06-03 14:25:29,496 - testrun_e1726b98 - [INFO] - [Epoch 406]: Training Loss: 0.0012145, Valid MRR: 0.32155, + + + +2023-06-03 14:25:30,205 - testrun_e1726b98 - [INFO] - [E:407| 0]: Train Loss:0.0011814, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:26:41,967 - testrun_e1726b98 - [INFO] - [E:407| 100]: Train Loss:0.0012196, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:28:15,367 - testrun_e1726b98 - [INFO] - [E:407| 200]: Train Loss:0.0012154, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:29:50,893 - testrun_e1726b98 - [INFO] - [E:407| 300]: Train Loss:0.001214, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:31:14,890 - testrun_e1726b98 - [INFO] - [E:407| 400]: Train Loss:0.0012143, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:32:19,620 - testrun_e1726b98 - [INFO] - [E:407| 500]: Train Loss:0.001214, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:33:23,843 - testrun_e1726b98 - [INFO] - [E:407| 600]: Train Loss:0.0012136, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:33:23,906 - testrun_e1726b98 - [INFO] - [Epoch:407]: Training Loss:0.001214 + +2023-06-03 14:33:24,179 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 14:33:36,473 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 14:33:48,602 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.40591, Head : 0.23414, Avg : 0.32003 + +2023-06-03 14:33:48,658 - testrun_e1726b98 - [INFO] - [Epoch 407]: Training Loss: 0.0012136, Valid MRR: 0.32155, + + + +2023-06-03 14:33:49,361 - testrun_e1726b98 - [INFO] - [E:408| 0]: Train Loss:0.0012235, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:34:54,105 - testrun_e1726b98 - [INFO] - [E:408| 100]: Train Loss:0.0012139, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:35:58,813 - testrun_e1726b98 - [INFO] - [E:408| 200]: Train Loss:0.0012128, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:37:03,559 - testrun_e1726b98 - [INFO] - [E:408| 300]: Train Loss:0.0012125, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:38:08,258 - testrun_e1726b98 - [INFO] - [E:408| 400]: Train Loss:0.0012123, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:39:13,190 - testrun_e1726b98 - [INFO] - [E:408| 500]: Train Loss:0.0012124, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:40:17,610 - testrun_e1726b98 - [INFO] - [E:408| 600]: Train Loss:0.0012128, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:40:17,671 - testrun_e1726b98 - [INFO] - [Epoch:408]: Training Loss:0.001213 + +2023-06-03 14:40:17,990 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 14:40:30,300 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 14:40:42,440 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.40888, Head : 0.23399, Avg : 0.32143 + +2023-06-03 14:40:42,497 - testrun_e1726b98 - [INFO] - [Epoch 408]: Training Loss: 0.0012128, Valid MRR: 0.32155, + + + +2023-06-03 14:40:43,202 - testrun_e1726b98 - [INFO] - [E:409| 0]: Train Loss:0.0012083, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:41:47,852 - testrun_e1726b98 - [INFO] - [E:409| 100]: Train Loss:0.0012102, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:42:52,530 - testrun_e1726b98 - [INFO] - [E:409| 200]: Train Loss:0.0012112, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:43:57,206 - testrun_e1726b98 - [INFO] - [E:409| 300]: Train Loss:0.0012128, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:45:01,843 - testrun_e1726b98 - [INFO] - [E:409| 400]: Train Loss:0.0012133, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:46:06,594 - testrun_e1726b98 - [INFO] - [E:409| 500]: Train Loss:0.0012136, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:47:10,857 - testrun_e1726b98 - [INFO] - [E:409| 600]: Train Loss:0.0012136, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:47:10,914 - testrun_e1726b98 - [INFO] - [Epoch:409]: Training Loss:0.001214 + +2023-06-03 14:47:11,187 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 14:47:23,493 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 14:47:35,638 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.40692, Head : 0.23413, Avg : 0.32053 + MR: Tail : 184.43, Head : 698.29, Avg : 441.36 + Hit-1: Tail : 0.30495, Head : 0.1888, Avg : 0.24687 + Hit-3: Tail : 0.46457, Head : 0.23173, Avg : 0.34815 + Hit-10: Tail : 0.59614, Head : 0.31912, Avg : 0.45763 +2023-06-03 14:47:35,705 - testrun_e1726b98 - [INFO] - [Epoch 409]: Training Loss: 0.0012136, Valid MRR: 0.32155, + + + +2023-06-03 14:47:36,411 - testrun_e1726b98 - [INFO] - [E:410| 0]: Train Loss:0.0012, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:48:41,125 - testrun_e1726b98 - [INFO] - [E:410| 100]: Train Loss:0.0012117, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:49:45,884 - testrun_e1726b98 - [INFO] - [E:410| 200]: Train Loss:0.0012134, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:50:50,604 - testrun_e1726b98 - [INFO] - [E:410| 300]: Train Loss:0.0012142, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:51:55,318 - testrun_e1726b98 - [INFO] - [E:410| 400]: Train Loss:0.0012138, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:53:00,016 - testrun_e1726b98 - [INFO] - [E:410| 500]: Train Loss:0.0012132, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:54:04,309 - testrun_e1726b98 - [INFO] - [E:410| 600]: Train Loss:0.0012127, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:54:04,379 - testrun_e1726b98 - [INFO] - [Epoch:410]: Training Loss:0.001213 + +2023-06-03 14:54:04,660 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 14:54:16,963 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 14:54:29,119 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.40586, Head : 0.23321, Avg : 0.31953 + +2023-06-03 14:54:29,189 - testrun_e1726b98 - [INFO] - [Epoch 410]: Training Loss: 0.0012127, Valid MRR: 0.32155, + + + +2023-06-03 14:54:29,909 - testrun_e1726b98 - [INFO] - [E:411| 0]: Train Loss:0.0012253, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:55:34,540 - testrun_e1726b98 - [INFO] - [E:411| 100]: Train Loss:0.0012136, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:56:39,241 - testrun_e1726b98 - [INFO] - [E:411| 200]: Train Loss:0.001214, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:57:43,908 - testrun_e1726b98 - [INFO] - [E:411| 300]: Train Loss:0.0012127, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:58:48,624 - testrun_e1726b98 - [INFO] - [E:411| 400]: Train Loss:0.001212, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 14:59:53,320 - testrun_e1726b98 - [INFO] - [E:411| 500]: Train Loss:0.0012122, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:00:57,582 - testrun_e1726b98 - [INFO] - [E:411| 600]: Train Loss:0.0012126, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:00:57,638 - testrun_e1726b98 - [INFO] - [Epoch:411]: Training Loss:0.001213 + +2023-06-03 15:00:57,909 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 15:01:10,220 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 15:01:22,369 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.40571, Head : 0.23355, Avg : 0.31963 + +2023-06-03 15:01:22,426 - testrun_e1726b98 - [INFO] - [Epoch 411]: Training Loss: 0.0012126, Valid MRR: 0.32155, + + + +2023-06-03 15:01:23,140 - testrun_e1726b98 - [INFO] - [E:412| 0]: Train Loss:0.0011887, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:02:27,823 - testrun_e1726b98 - [INFO] - [E:412| 100]: Train Loss:0.0012189, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:03:32,512 - testrun_e1726b98 - [INFO] - [E:412| 200]: Train Loss:0.0012169, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:04:37,321 - testrun_e1726b98 - [INFO] - [E:412| 300]: Train Loss:0.0012151, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:05:42,043 - testrun_e1726b98 - [INFO] - [E:412| 400]: Train Loss:0.0012132, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:06:46,726 - testrun_e1726b98 - [INFO] - [E:412| 500]: Train Loss:0.0012125, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:07:51,011 - testrun_e1726b98 - [INFO] - [E:412| 600]: Train Loss:0.0012125, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:07:51,071 - testrun_e1726b98 - [INFO] - [Epoch:412]: Training Loss:0.001212 + +2023-06-03 15:07:51,345 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 15:08:03,664 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 15:08:15,798 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.40654, Head : 0.23287, Avg : 0.31971 + +2023-06-03 15:08:15,854 - testrun_e1726b98 - [INFO] - [Epoch 412]: Training Loss: 0.0012125, Valid MRR: 0.32155, + + + +2023-06-03 15:08:16,559 - testrun_e1726b98 - [INFO] - [E:413| 0]: Train Loss:0.0011725, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:09:21,346 - testrun_e1726b98 - [INFO] - [E:413| 100]: Train Loss:0.0012059, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:10:26,098 - testrun_e1726b98 - [INFO] - [E:413| 200]: Train Loss:0.0012102, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:11:33,158 - testrun_e1726b98 - [INFO] - [E:413| 300]: Train Loss:0.0012112, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:13:07,098 - testrun_e1726b98 - [INFO] - [E:413| 400]: Train Loss:0.0012115, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:14:41,043 - testrun_e1726b98 - [INFO] - [E:413| 500]: Train Loss:0.0012121, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:16:14,322 - testrun_e1726b98 - [INFO] - [E:413| 600]: Train Loss:0.0012115, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:16:14,378 - testrun_e1726b98 - [INFO] - [Epoch:413]: Training Loss:0.001212 + +2023-06-03 15:16:14,651 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 15:16:32,636 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 15:16:50,314 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.40283, Head : 0.23301, Avg : 0.31792 + +2023-06-03 15:16:50,371 - testrun_e1726b98 - [INFO] - [Epoch 413]: Training Loss: 0.0012115, Valid MRR: 0.32155, + + + +2023-06-03 15:16:51,341 - testrun_e1726b98 - [INFO] - [E:414| 0]: Train Loss:0.0012633, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:18:25,644 - testrun_e1726b98 - [INFO] - [E:414| 100]: Train Loss:0.0012126, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:19:59,366 - testrun_e1726b98 - [INFO] - [E:414| 200]: Train Loss:0.0012118, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:21:12,310 - testrun_e1726b98 - [INFO] - [E:414| 300]: Train Loss:0.0012122, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:22:17,103 - testrun_e1726b98 - [INFO] - [E:414| 400]: Train Loss:0.0012127, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:23:21,807 - testrun_e1726b98 - [INFO] - [E:414| 500]: Train Loss:0.001213, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:24:26,089 - testrun_e1726b98 - [INFO] - [E:414| 600]: Train Loss:0.0012123, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:24:26,145 - testrun_e1726b98 - [INFO] - [Epoch:414]: Training Loss:0.001212 + +2023-06-03 15:24:26,417 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 15:24:38,721 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 15:24:50,887 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.40337, Head : 0.23318, Avg : 0.31827 + +2023-06-03 15:24:50,945 - testrun_e1726b98 - [INFO] - [Epoch 414]: Training Loss: 0.0012123, Valid MRR: 0.32155, + + + +2023-06-03 15:24:51,652 - testrun_e1726b98 - [INFO] - [E:415| 0]: Train Loss:0.0012319, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:25:56,318 - testrun_e1726b98 - [INFO] - [E:415| 100]: Train Loss:0.0012136, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:27:00,982 - testrun_e1726b98 - [INFO] - [E:415| 200]: Train Loss:0.0012135, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:28:05,469 - testrun_e1726b98 - [INFO] - [E:415| 300]: Train Loss:0.0012122, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:29:09,994 - testrun_e1726b98 - [INFO] - [E:415| 400]: Train Loss:0.0012128, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:30:14,787 - testrun_e1726b98 - [INFO] - [E:415| 500]: Train Loss:0.0012122, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:31:18,976 - testrun_e1726b98 - [INFO] - [E:415| 600]: Train Loss:0.0012115, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:31:19,034 - testrun_e1726b98 - [INFO] - [Epoch:415]: Training Loss:0.001212 + +2023-06-03 15:31:19,308 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 15:31:31,640 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 15:31:44,105 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.40544, Head : 0.23345, Avg : 0.31945 + +2023-06-03 15:31:44,159 - testrun_e1726b98 - [INFO] - [Epoch 415]: Training Loss: 0.0012115, Valid MRR: 0.32155, + + + +2023-06-03 15:31:44,880 - testrun_e1726b98 - [INFO] - [E:416| 0]: Train Loss:0.0011959, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:32:50,201 - testrun_e1726b98 - [INFO] - [E:416| 100]: Train Loss:0.0012112, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:33:54,885 - testrun_e1726b98 - [INFO] - [E:416| 200]: Train Loss:0.0012113, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:34:59,632 - testrun_e1726b98 - [INFO] - [E:416| 300]: Train Loss:0.0012097, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:36:04,455 - testrun_e1726b98 - [INFO] - [E:416| 400]: Train Loss:0.0012103, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:37:09,112 - testrun_e1726b98 - [INFO] - [E:416| 500]: Train Loss:0.0012109, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:38:19,804 - testrun_e1726b98 - [INFO] - [E:416| 600]: Train Loss:0.0012109, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:38:19,875 - testrun_e1726b98 - [INFO] - [Epoch:416]: Training Loss:0.001211 + +2023-06-03 15:38:20,302 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 15:38:36,066 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 15:38:48,348 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.40839, Head : 0.23303, Avg : 0.32071 + +2023-06-03 15:38:48,405 - testrun_e1726b98 - [INFO] - [Epoch 416]: Training Loss: 0.0012109, Valid MRR: 0.32155, + + + +2023-06-03 15:38:49,110 - testrun_e1726b98 - [INFO] - [E:417| 0]: Train Loss:0.0012103, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:39:53,724 - testrun_e1726b98 - [INFO] - [E:417| 100]: Train Loss:0.0012117, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:40:58,290 - testrun_e1726b98 - [INFO] - [E:417| 200]: Train Loss:0.0012086, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:42:36,847 - testrun_e1726b98 - [INFO] - [E:417| 300]: Train Loss:0.0012084, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:44:06,094 - testrun_e1726b98 - [INFO] - [E:417| 400]: Train Loss:0.0012107, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:45:10,659 - testrun_e1726b98 - [INFO] - [E:417| 500]: Train Loss:0.0012113, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:46:14,739 - testrun_e1726b98 - [INFO] - [E:417| 600]: Train Loss:0.0012105, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:46:14,794 - testrun_e1726b98 - [INFO] - [Epoch:417]: Training Loss:0.001211 + +2023-06-03 15:46:15,067 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 15:46:27,351 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 15:46:39,467 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.40647, Head : 0.23313, Avg : 0.3198 + +2023-06-03 15:46:39,522 - testrun_e1726b98 - [INFO] - [Epoch 417]: Training Loss: 0.0012105, Valid MRR: 0.32155, + + + +2023-06-03 15:46:40,228 - testrun_e1726b98 - [INFO] - [E:418| 0]: Train Loss:0.0011914, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:47:45,542 - testrun_e1726b98 - [INFO] - [E:418| 100]: Train Loss:0.0012075, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:48:50,126 - testrun_e1726b98 - [INFO] - [E:418| 200]: Train Loss:0.0012071, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:49:54,773 - testrun_e1726b98 - [INFO] - [E:418| 300]: Train Loss:0.0012076, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:50:59,698 - testrun_e1726b98 - [INFO] - [E:418| 400]: Train Loss:0.0012083, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:52:04,471 - testrun_e1726b98 - [INFO] - [E:418| 500]: Train Loss:0.0012093, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:53:08,794 - testrun_e1726b98 - [INFO] - [E:418| 600]: Train Loss:0.0012101, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:53:08,853 - testrun_e1726b98 - [INFO] - [Epoch:418]: Training Loss:0.00121 + +2023-06-03 15:53:09,131 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 15:53:21,457 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 15:53:34,174 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.40283, Head : 0.23358, Avg : 0.31821 + +2023-06-03 15:53:34,235 - testrun_e1726b98 - [INFO] - [Epoch 418]: Training Loss: 0.0012101, Valid MRR: 0.32155, + + + +2023-06-03 15:53:35,063 - testrun_e1726b98 - [INFO] - [E:419| 0]: Train Loss:0.0012057, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:55:36,965 - testrun_e1726b98 - [INFO] - [E:419| 100]: Train Loss:0.0012118, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:57:43,898 - testrun_e1726b98 - [INFO] - [E:419| 200]: Train Loss:0.0012107, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 15:59:50,780 - testrun_e1726b98 - [INFO] - [E:419| 300]: Train Loss:0.0012104, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:01:57,660 - testrun_e1726b98 - [INFO] - [E:419| 400]: Train Loss:0.0012097, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:04:04,685 - testrun_e1726b98 - [INFO] - [E:419| 500]: Train Loss:0.0012093, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:06:10,851 - testrun_e1726b98 - [INFO] - [E:419| 600]: Train Loss:0.0012102, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:06:10,911 - testrun_e1726b98 - [INFO] - [Epoch:419]: Training Loss:0.00121 + +2023-06-03 16:06:11,414 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 16:06:36,723 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 16:07:01,648 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.40867, Head : 0.23302, Avg : 0.32085 + MR: Tail : 190.6, Head : 711.54, Avg : 451.07 + Hit-1: Tail : 0.30675, Head : 0.18783, Avg : 0.24729 + Hit-3: Tail : 0.46541, Head : 0.22867, Avg : 0.34704 + Hit-10: Tail : 0.59808, Head : 0.31703, Avg : 0.45756 +2023-06-03 16:07:01,757 - testrun_e1726b98 - [INFO] - [Epoch 419]: Training Loss: 0.0012102, Valid MRR: 0.32155, + + + +2023-06-03 16:07:03,140 - testrun_e1726b98 - [INFO] - [E:420| 0]: Train Loss:0.001201, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:09:09,840 - testrun_e1726b98 - [INFO] - [E:420| 100]: Train Loss:0.0012108, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:11:16,999 - testrun_e1726b98 - [INFO] - [E:420| 200]: Train Loss:0.0012089, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:13:00,509 - testrun_e1726b98 - [INFO] - [E:420| 300]: Train Loss:0.0012098, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:14:29,896 - testrun_e1726b98 - [INFO] - [E:420| 400]: Train Loss:0.0012094, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:16:19,208 - testrun_e1726b98 - [INFO] - [E:420| 500]: Train Loss:0.0012102, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:18:24,138 - testrun_e1726b98 - [INFO] - [E:420| 600]: Train Loss:0.0012105, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:18:24,243 - testrun_e1726b98 - [INFO] - [Epoch:420]: Training Loss:0.00121 + +2023-06-03 16:18:24,871 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 16:18:49,704 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 16:19:14,362 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.40622, Head : 0.23318, Avg : 0.3197 + +2023-06-03 16:19:14,446 - testrun_e1726b98 - [INFO] - [Epoch 420]: Training Loss: 0.0012105, Valid MRR: 0.32155, + + + +2023-06-03 16:19:15,808 - testrun_e1726b98 - [INFO] - [E:421| 0]: Train Loss:0.0012205, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:21:21,120 - testrun_e1726b98 - [INFO] - [E:421| 100]: Train Loss:0.0012091, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:23:26,533 - testrun_e1726b98 - [INFO] - [E:421| 200]: Train Loss:0.0012092, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:25:32,077 - testrun_e1726b98 - [INFO] - [E:421| 300]: Train Loss:0.0012084, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:27:37,115 - testrun_e1726b98 - [INFO] - [E:421| 400]: Train Loss:0.0012091, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:29:42,449 - testrun_e1726b98 - [INFO] - [E:421| 500]: Train Loss:0.0012091, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:31:47,056 - testrun_e1726b98 - [INFO] - [E:421| 600]: Train Loss:0.0012093, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:31:47,145 - testrun_e1726b98 - [INFO] - [Epoch:421]: Training Loss:0.001209 + +2023-06-03 16:31:47,756 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 16:32:12,650 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 16:32:37,302 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.40453, Head : 0.23327, Avg : 0.3189 + +2023-06-03 16:32:37,390 - testrun_e1726b98 - [INFO] - [Epoch 421]: Training Loss: 0.0012093, Valid MRR: 0.32155, + + + +2023-06-03 16:32:38,743 - testrun_e1726b98 - [INFO] - [E:422| 0]: Train Loss:0.0011647, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:34:33,742 - testrun_e1726b98 - [INFO] - [E:422| 100]: Train Loss:0.0012056, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:36:14,814 - testrun_e1726b98 - [INFO] - [E:422| 200]: Train Loss:0.0012086, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:38:20,763 - testrun_e1726b98 - [INFO] - [E:422| 300]: Train Loss:0.0012087, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:40:26,240 - testrun_e1726b98 - [INFO] - [E:422| 400]: Train Loss:0.0012096, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:42:31,556 - testrun_e1726b98 - [INFO] - [E:422| 500]: Train Loss:0.0012089, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:44:36,381 - testrun_e1726b98 - [INFO] - [E:422| 600]: Train Loss:0.001209, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:44:36,469 - testrun_e1726b98 - [INFO] - [Epoch:422]: Training Loss:0.001209 + +2023-06-03 16:44:37,054 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 16:45:02,171 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 16:45:26,922 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.40777, Head : 0.23379, Avg : 0.32078 + +2023-06-03 16:45:26,976 - testrun_e1726b98 - [INFO] - [Epoch 422]: Training Loss: 0.001209, Valid MRR: 0.32155, + + + +2023-06-03 16:45:28,277 - testrun_e1726b98 - [INFO] - [E:423| 0]: Train Loss:0.0011791, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:47:34,387 - testrun_e1726b98 - [INFO] - [E:423| 100]: Train Loss:0.0012076, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:49:40,269 - testrun_e1726b98 - [INFO] - [E:423| 200]: Train Loss:0.0012072, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:51:46,060 - testrun_e1726b98 - [INFO] - [E:423| 300]: Train Loss:0.0012095, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:53:51,697 - testrun_e1726b98 - [INFO] - [E:423| 400]: Train Loss:0.0012082, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:55:40,369 - testrun_e1726b98 - [INFO] - [E:423| 500]: Train Loss:0.0012083, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:57:11,965 - testrun_e1726b98 - [INFO] - [E:423| 600]: Train Loss:0.0012086, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 16:57:12,038 - testrun_e1726b98 - [INFO] - [Epoch:423]: Training Loss:0.001209 + +2023-06-03 16:57:12,480 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 16:57:33,237 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 16:57:57,770 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.40748, Head : 0.23404, Avg : 0.32076 + +2023-06-03 16:57:57,848 - testrun_e1726b98 - [INFO] - [Epoch 423]: Training Loss: 0.0012086, Valid MRR: 0.32155, + + + +2023-06-03 16:57:59,203 - testrun_e1726b98 - [INFO] - [E:424| 0]: Train Loss:0.0011567, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:00:04,634 - testrun_e1726b98 - [INFO] - [E:424| 100]: Train Loss:0.0012072, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:02:10,146 - testrun_e1726b98 - [INFO] - [E:424| 200]: Train Loss:0.001207, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:04:15,650 - testrun_e1726b98 - [INFO] - [E:424| 300]: Train Loss:0.0012075, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:06:21,407 - testrun_e1726b98 - [INFO] - [E:424| 400]: Train Loss:0.0012083, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:08:26,771 - testrun_e1726b98 - [INFO] - [E:424| 500]: Train Loss:0.0012085, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:10:31,554 - testrun_e1726b98 - [INFO] - [E:424| 600]: Train Loss:0.0012086, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:10:31,607 - testrun_e1726b98 - [INFO] - [Epoch:424]: Training Loss:0.001209 + +2023-06-03 17:10:32,097 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 17:10:57,140 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 17:11:21,672 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.4083, Head : 0.2336, Avg : 0.32095 + +2023-06-03 17:11:21,726 - testrun_e1726b98 - [INFO] - [Epoch 424]: Training Loss: 0.0012086, Valid MRR: 0.32155, + + + +2023-06-03 17:11:23,027 - testrun_e1726b98 - [INFO] - [E:425| 0]: Train Loss:0.0012034, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:13:28,708 - testrun_e1726b98 - [INFO] - [E:425| 100]: Train Loss:0.0012074, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:15:34,229 - testrun_e1726b98 - [INFO] - [E:425| 200]: Train Loss:0.0012093, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:17:23,806 - testrun_e1726b98 - [INFO] - [E:425| 300]: Train Loss:0.0012091, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:19:19,710 - testrun_e1726b98 - [INFO] - [E:425| 400]: Train Loss:0.0012091, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:21:26,551 - testrun_e1726b98 - [INFO] - [E:425| 500]: Train Loss:0.0012084, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:23:32,446 - testrun_e1726b98 - [INFO] - [E:425| 600]: Train Loss:0.0012086, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:23:32,537 - testrun_e1726b98 - [INFO] - [Epoch:425]: Training Loss:0.001209 + +2023-06-03 17:23:33,154 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 17:23:58,438 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 17:24:23,449 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.40246, Head : 0.23423, Avg : 0.31835 + +2023-06-03 17:24:23,507 - testrun_e1726b98 - [INFO] - [Epoch 425]: Training Loss: 0.0012086, Valid MRR: 0.32155, + + + +2023-06-03 17:24:24,857 - testrun_e1726b98 - [INFO] - [E:426| 0]: Train Loss:0.0011733, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:26:31,814 - testrun_e1726b98 - [INFO] - [E:426| 100]: Train Loss:0.0012082, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:28:38,768 - testrun_e1726b98 - [INFO] - [E:426| 200]: Train Loss:0.0012087, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:30:45,423 - testrun_e1726b98 - [INFO] - [E:426| 300]: Train Loss:0.0012069, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:32:52,422 - testrun_e1726b98 - [INFO] - [E:426| 400]: Train Loss:0.001207, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:34:59,559 - testrun_e1726b98 - [INFO] - [E:426| 500]: Train Loss:0.0012073, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:36:59,709 - testrun_e1726b98 - [INFO] - [E:426| 600]: Train Loss:0.0012082, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:36:59,776 - testrun_e1726b98 - [INFO] - [Epoch:426]: Training Loss:0.001208 + +2023-06-03 17:37:00,070 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 17:37:17,380 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 17:37:34,375 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.40447, Head : 0.23404, Avg : 0.31926 + +2023-06-03 17:37:34,441 - testrun_e1726b98 - [INFO] - [Epoch 426]: Training Loss: 0.0012082, Valid MRR: 0.32155, + + + +2023-06-03 17:37:35,390 - testrun_e1726b98 - [INFO] - [E:427| 0]: Train Loss:0.0011986, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:39:06,024 - testrun_e1726b98 - [INFO] - [E:427| 100]: Train Loss:0.0012049, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:41:09,049 - testrun_e1726b98 - [INFO] - [E:427| 200]: Train Loss:0.001206, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:43:15,972 - testrun_e1726b98 - [INFO] - [E:427| 300]: Train Loss:0.0012071, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:45:23,098 - testrun_e1726b98 - [INFO] - [E:427| 400]: Train Loss:0.0012071, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:47:30,002 - testrun_e1726b98 - [INFO] - [E:427| 500]: Train Loss:0.0012067, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:49:35,970 - testrun_e1726b98 - [INFO] - [E:427| 600]: Train Loss:0.0012079, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:49:36,059 - testrun_e1726b98 - [INFO] - [Epoch:427]: Training Loss:0.001208 + +2023-06-03 17:49:36,666 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 17:50:02,040 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 17:50:27,126 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.40508, Head : 0.2338, Avg : 0.31944 + +2023-06-03 17:50:27,193 - testrun_e1726b98 - [INFO] - [Epoch 427]: Training Loss: 0.0012079, Valid MRR: 0.32155, + + + +2023-06-03 17:50:28,591 - testrun_e1726b98 - [INFO] - [E:428| 0]: Train Loss:0.0011806, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:52:35,777 - testrun_e1726b98 - [INFO] - [E:428| 100]: Train Loss:0.0012088, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:54:42,911 - testrun_e1726b98 - [INFO] - [E:428| 200]: Train Loss:0.0012096, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:56:50,108 - testrun_e1726b98 - [INFO] - [E:428| 300]: Train Loss:0.001208, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 17:58:37,573 - testrun_e1726b98 - [INFO] - [E:428| 400]: Train Loss:0.001208, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:00:07,327 - testrun_e1726b98 - [INFO] - [E:428| 500]: Train Loss:0.0012075, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:02:07,914 - testrun_e1726b98 - [INFO] - [E:428| 600]: Train Loss:0.0012078, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:02:07,984 - testrun_e1726b98 - [INFO] - [Epoch:428]: Training Loss:0.001208 + +2023-06-03 18:02:08,586 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 18:02:33,893 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 18:02:58,953 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.40655, Head : 0.23371, Avg : 0.32013 + +2023-06-03 18:02:59,042 - testrun_e1726b98 - [INFO] - [Epoch 428]: Training Loss: 0.0012078, Valid MRR: 0.32155, + + + +2023-06-03 18:03:00,415 - testrun_e1726b98 - [INFO] - [E:429| 0]: Train Loss:0.0012241, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:05:07,358 - testrun_e1726b98 - [INFO] - [E:429| 100]: Train Loss:0.0012061, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:07:14,481 - testrun_e1726b98 - [INFO] - [E:429| 200]: Train Loss:0.0012026, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:09:21,453 - testrun_e1726b98 - [INFO] - [E:429| 300]: Train Loss:0.0012039, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:11:28,618 - testrun_e1726b98 - [INFO] - [E:429| 400]: Train Loss:0.0012065, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:13:35,634 - testrun_e1726b98 - [INFO] - [E:429| 500]: Train Loss:0.0012072, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:15:41,976 - testrun_e1726b98 - [INFO] - [E:429| 600]: Train Loss:0.0012075, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:15:42,055 - testrun_e1726b98 - [INFO] - [Epoch:429]: Training Loss:0.001207 + +2023-06-03 18:15:42,661 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 18:16:08,025 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 18:16:33,080 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.40551, Head : 0.23395, Avg : 0.31973 + MR: Tail : 202.41, Head : 700.17, Avg : 451.29 + Hit-1: Tail : 0.30106, Head : 0.18894, Avg : 0.245 + Hit-3: Tail : 0.4661, Head : 0.22992, Avg : 0.34801 + Hit-10: Tail : 0.59461, Head : 0.32176, Avg : 0.45818 +2023-06-03 18:16:33,147 - testrun_e1726b98 - [INFO] - [Epoch 429]: Training Loss: 0.0012075, Valid MRR: 0.32155, + + + +2023-06-03 18:16:34,450 - testrun_e1726b98 - [INFO] - [E:430| 0]: Train Loss:0.0011968, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:18:41,660 - testrun_e1726b98 - [INFO] - [E:430| 100]: Train Loss:0.0012082, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:20:15,291 - testrun_e1726b98 - [INFO] - [E:430| 200]: Train Loss:0.0012079, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:21:53,720 - testrun_e1726b98 - [INFO] - [E:430| 300]: Train Loss:0.0012072, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:24:00,858 - testrun_e1726b98 - [INFO] - [E:430| 400]: Train Loss:0.0012074, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:26:07,776 - testrun_e1726b98 - [INFO] - [E:430| 500]: Train Loss:0.0012071, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:28:13,764 - testrun_e1726b98 - [INFO] - [E:430| 600]: Train Loss:0.0012069, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:28:13,836 - testrun_e1726b98 - [INFO] - [Epoch:430]: Training Loss:0.001207 + +2023-06-03 18:28:14,436 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 18:28:39,763 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 18:29:04,840 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.40663, Head : 0.23393, Avg : 0.32028 + +2023-06-03 18:29:04,921 - testrun_e1726b98 - [INFO] - [Epoch 430]: Training Loss: 0.0012069, Valid MRR: 0.32155, + + + +2023-06-03 18:29:06,297 - testrun_e1726b98 - [INFO] - [E:431| 0]: Train Loss:0.0011979, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:31:13,243 - testrun_e1726b98 - [INFO] - [E:431| 100]: Train Loss:0.0012077, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:33:20,301 - testrun_e1726b98 - [INFO] - [E:431| 200]: Train Loss:0.0012064, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:35:27,538 - testrun_e1726b98 - [INFO] - [E:431| 300]: Train Loss:0.0012065, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:37:34,496 - testrun_e1726b98 - [INFO] - [E:431| 400]: Train Loss:0.0012071, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:39:41,547 - testrun_e1726b98 - [INFO] - [E:431| 500]: Train Loss:0.0012062, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:41:15,598 - testrun_e1726b98 - [INFO] - [E:431| 600]: Train Loss:0.001207, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:41:15,670 - testrun_e1726b98 - [INFO] - [Epoch:431]: Training Loss:0.001207 + +2023-06-03 18:41:16,005 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 18:41:33,140 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 18:41:49,923 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.40907, Head : 0.23375, Avg : 0.32141 + +2023-06-03 18:41:50,009 - testrun_e1726b98 - [INFO] - [Epoch 431]: Training Loss: 0.001207, Valid MRR: 0.32155, + + + +2023-06-03 18:41:50,902 - testrun_e1726b98 - [INFO] - [E:432| 0]: Train Loss:0.001176, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:43:42,334 - testrun_e1726b98 - [INFO] - [E:432| 100]: Train Loss:0.0012037, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:45:49,446 - testrun_e1726b98 - [INFO] - [E:432| 200]: Train Loss:0.0012034, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:47:56,461 - testrun_e1726b98 - [INFO] - [E:432| 300]: Train Loss:0.0012048, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:50:03,563 - testrun_e1726b98 - [INFO] - [E:432| 400]: Train Loss:0.0012058, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:52:10,494 - testrun_e1726b98 - [INFO] - [E:432| 500]: Train Loss:0.0012054, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:54:16,863 - testrun_e1726b98 - [INFO] - [E:432| 600]: Train Loss:0.0012062, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:54:16,937 - testrun_e1726b98 - [INFO] - [Epoch:432]: Training Loss:0.001206 + +2023-06-03 18:54:17,534 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 18:54:42,958 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 18:55:08,029 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.40826, Head : 0.23329, Avg : 0.32078 + +2023-06-03 18:55:08,092 - testrun_e1726b98 - [INFO] - [Epoch 432]: Training Loss: 0.0012062, Valid MRR: 0.32155, + + + +2023-06-03 18:55:09,486 - testrun_e1726b98 - [INFO] - [E:433| 0]: Train Loss:0.0011893, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:57:16,469 - testrun_e1726b98 - [INFO] - [E:433| 100]: Train Loss:0.0012059, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 18:59:23,529 - testrun_e1726b98 - [INFO] - [E:433| 200]: Train Loss:0.0012067, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 19:01:21,660 - testrun_e1726b98 - [INFO] - [E:433| 300]: Train Loss:0.0012058, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 19:02:51,189 - testrun_e1726b98 - [INFO] - [E:433| 400]: Train Loss:0.0012063, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 19:04:41,015 - testrun_e1726b98 - [INFO] - [E:433| 500]: Train Loss:0.0012064, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 19:06:47,000 - testrun_e1726b98 - [INFO] - [E:433| 600]: Train Loss:0.001206, Val MRR:0.32155, testrun_e1726b98 +2023-06-03 19:06:47,102 - testrun_e1726b98 - [INFO] - [Epoch:433]: Training Loss:0.001206 + +2023-06-03 19:06:47,677 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 19:07:13,090 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 19:07:38,179 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.40966, Head : 0.23346, Avg : 0.32156 + +2023-06-03 19:07:45,674 - testrun_e1726b98 - [INFO] - [Epoch 433]: Training Loss: 0.001206, Valid MRR: 0.32156, + + + +2023-06-03 19:07:46,987 - testrun_e1726b98 - [INFO] - [E:434| 0]: Train Loss:0.0012218, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:09:54,070 - testrun_e1726b98 - [INFO] - [E:434| 100]: Train Loss:0.001208, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:12:00,933 - testrun_e1726b98 - [INFO] - [E:434| 200]: Train Loss:0.0012062, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:14:08,094 - testrun_e1726b98 - [INFO] - [E:434| 300]: Train Loss:0.0012063, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:16:14,990 - testrun_e1726b98 - [INFO] - [E:434| 400]: Train Loss:0.0012062, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:18:22,215 - testrun_e1726b98 - [INFO] - [E:434| 500]: Train Loss:0.0012059, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:20:28,303 - testrun_e1726b98 - [INFO] - [E:434| 600]: Train Loss:0.0012058, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:20:28,384 - testrun_e1726b98 - [INFO] - [Epoch:434]: Training Loss:0.001206 + +2023-06-03 19:20:28,886 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 19:20:54,308 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 19:21:19,415 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.40819, Head : 0.23306, Avg : 0.32062 + +2023-06-03 19:21:19,486 - testrun_e1726b98 - [INFO] - [Epoch 434]: Training Loss: 0.0012058, Valid MRR: 0.32156, + + + +2023-06-03 19:21:20,855 - testrun_e1726b98 - [INFO] - [E:435| 0]: Train Loss:0.0011982, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:23:04,141 - testrun_e1726b98 - [INFO] - [E:435| 100]: Train Loss:0.0012113, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:24:33,875 - testrun_e1726b98 - [INFO] - [E:435| 200]: Train Loss:0.0012089, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:26:39,433 - testrun_e1726b98 - [INFO] - [E:435| 300]: Train Loss:0.0012074, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:28:46,473 - testrun_e1726b98 - [INFO] - [E:435| 400]: Train Loss:0.0012067, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:30:53,714 - testrun_e1726b98 - [INFO] - [E:435| 500]: Train Loss:0.0012067, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:32:59,887 - testrun_e1726b98 - [INFO] - [E:435| 600]: Train Loss:0.0012059, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:32:59,942 - testrun_e1726b98 - [INFO] - [Epoch:435]: Training Loss:0.001206 + +2023-06-03 19:33:00,371 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 19:33:25,769 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 19:33:50,763 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.40833, Head : 0.23378, Avg : 0.32105 + +2023-06-03 19:33:50,818 - testrun_e1726b98 - [INFO] - [Epoch 435]: Training Loss: 0.0012059, Valid MRR: 0.32156, + + + +2023-06-03 19:33:52,102 - testrun_e1726b98 - [INFO] - [E:436| 0]: Train Loss:0.001199, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:35:58,992 - testrun_e1726b98 - [INFO] - [E:436| 100]: Train Loss:0.0011998, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:38:06,039 - testrun_e1726b98 - [INFO] - [E:436| 200]: Train Loss:0.0012035, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:40:13,119 - testrun_e1726b98 - [INFO] - [E:436| 300]: Train Loss:0.0012043, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:42:20,150 - testrun_e1726b98 - [INFO] - [E:436| 400]: Train Loss:0.0012057, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:44:04,561 - testrun_e1726b98 - [INFO] - [E:436| 500]: Train Loss:0.0012056, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:45:33,807 - testrun_e1726b98 - [INFO] - [E:436| 600]: Train Loss:0.0012056, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:45:33,872 - testrun_e1726b98 - [INFO] - [Epoch:436]: Training Loss:0.001206 + +2023-06-03 19:45:34,315 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 19:45:56,262 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 19:46:21,160 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.40928, Head : 0.23361, Avg : 0.32144 + +2023-06-03 19:46:21,238 - testrun_e1726b98 - [INFO] - [Epoch 436]: Training Loss: 0.0012056, Valid MRR: 0.32156, + + + +2023-06-03 19:46:22,587 - testrun_e1726b98 - [INFO] - [E:437| 0]: Train Loss:0.001189, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:48:29,551 - testrun_e1726b98 - [INFO] - [E:437| 100]: Train Loss:0.0012075, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:50:36,584 - testrun_e1726b98 - [INFO] - [E:437| 200]: Train Loss:0.0012063, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:52:43,542 - testrun_e1726b98 - [INFO] - [E:437| 300]: Train Loss:0.0012055, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:54:50,776 - testrun_e1726b98 - [INFO] - [E:437| 400]: Train Loss:0.0012046, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:56:57,963 - testrun_e1726b98 - [INFO] - [E:437| 500]: Train Loss:0.0012044, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:59:04,034 - testrun_e1726b98 - [INFO] - [E:437| 600]: Train Loss:0.0012053, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 19:59:04,123 - testrun_e1726b98 - [INFO] - [Epoch:437]: Training Loss:0.001205 + +2023-06-03 19:59:04,645 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 19:59:30,068 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 19:59:55,100 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.40684, Head : 0.23419, Avg : 0.32052 + +2023-06-03 19:59:55,189 - testrun_e1726b98 - [INFO] - [Epoch 437]: Training Loss: 0.0012053, Valid MRR: 0.32156, + + + +2023-06-03 19:59:56,561 - testrun_e1726b98 - [INFO] - [E:438| 0]: Train Loss:0.0011564, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:02:03,513 - testrun_e1726b98 - [INFO] - [E:438| 100]: Train Loss:0.0012068, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:04:10,376 - testrun_e1726b98 - [INFO] - [E:438| 200]: Train Loss:0.0012056, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:05:41,813 - testrun_e1726b98 - [INFO] - [E:438| 300]: Train Loss:0.0012035, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:07:22,215 - testrun_e1726b98 - [INFO] - [E:438| 400]: Train Loss:0.0012031, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:09:29,359 - testrun_e1726b98 - [INFO] - [E:438| 500]: Train Loss:0.0012039, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:11:35,538 - testrun_e1726b98 - [INFO] - [E:438| 600]: Train Loss:0.0012043, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:11:35,646 - testrun_e1726b98 - [INFO] - [Epoch:438]: Training Loss:0.001204 + +2023-06-03 20:11:36,182 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 20:12:01,659 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 20:12:26,670 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.40843, Head : 0.23382, Avg : 0.32113 + +2023-06-03 20:12:26,759 - testrun_e1726b98 - [INFO] - [Epoch 438]: Training Loss: 0.0012043, Valid MRR: 0.32156, + + + +2023-06-03 20:12:28,149 - testrun_e1726b98 - [INFO] - [E:439| 0]: Train Loss:0.0011774, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:14:35,153 - testrun_e1726b98 - [INFO] - [E:439| 100]: Train Loss:0.0012036, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:16:42,227 - testrun_e1726b98 - [INFO] - [E:439| 200]: Train Loss:0.001204, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:18:49,160 - testrun_e1726b98 - [INFO] - [E:439| 300]: Train Loss:0.0012031, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:20:56,190 - testrun_e1726b98 - [INFO] - [E:439| 400]: Train Loss:0.0012035, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:23:03,346 - testrun_e1726b98 - [INFO] - [E:439| 500]: Train Loss:0.001204, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:25:09,498 - testrun_e1726b98 - [INFO] - [E:439| 600]: Train Loss:0.0012042, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:25:09,577 - testrun_e1726b98 - [INFO] - [Epoch:439]: Training Loss:0.001204 + +2023-06-03 20:25:10,131 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 20:25:29,993 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 20:25:46,728 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.40803, Head : 0.23366, Avg : 0.32084 + MR: Tail : 204.34, Head : 716.87, Avg : 460.6 + Hit-1: Tail : 0.30814, Head : 0.18852, Avg : 0.24833 + Hit-3: Tail : 0.46499, Head : 0.23048, Avg : 0.34774 + Hit-10: Tail : 0.59447, Head : 0.31828, Avg : 0.45638 +2023-06-03 20:25:46,817 - testrun_e1726b98 - [INFO] - [Epoch 439]: Training Loss: 0.0012042, Valid MRR: 0.32156, + + + +2023-06-03 20:25:47,851 - testrun_e1726b98 - [INFO] - [E:440| 0]: Train Loss:0.0011806, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:27:16,992 - testrun_e1726b98 - [INFO] - [E:440| 100]: Train Loss:0.001204, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:29:09,872 - testrun_e1726b98 - [INFO] - [E:440| 200]: Train Loss:0.0012023, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:31:16,940 - testrun_e1726b98 - [INFO] - [E:440| 300]: Train Loss:0.0012023, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:33:23,904 - testrun_e1726b98 - [INFO] - [E:440| 400]: Train Loss:0.0012044, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:35:30,957 - testrun_e1726b98 - [INFO] - [E:440| 500]: Train Loss:0.0012047, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:37:37,151 - testrun_e1726b98 - [INFO] - [E:440| 600]: Train Loss:0.0012042, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:37:37,217 - testrun_e1726b98 - [INFO] - [Epoch:440]: Training Loss:0.001204 + +2023-06-03 20:37:37,734 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 20:38:03,152 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 20:38:28,191 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.40742, Head : 0.23282, Avg : 0.32012 + +2023-06-03 20:38:28,262 - testrun_e1726b98 - [INFO] - [Epoch 440]: Training Loss: 0.0012042, Valid MRR: 0.32156, + + + +2023-06-03 20:38:29,658 - testrun_e1726b98 - [INFO] - [E:441| 0]: Train Loss:0.0012114, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:40:36,702 - testrun_e1726b98 - [INFO] - [E:441| 100]: Train Loss:0.0012008, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:42:43,885 - testrun_e1726b98 - [INFO] - [E:441| 200]: Train Loss:0.0012035, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:44:51,007 - testrun_e1726b98 - [INFO] - [E:441| 300]: Train Loss:0.0012029, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:46:47,904 - testrun_e1726b98 - [INFO] - [E:441| 400]: Train Loss:0.0012034, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:48:17,486 - testrun_e1726b98 - [INFO] - [E:441| 500]: Train Loss:0.0012036, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:50:06,587 - testrun_e1726b98 - [INFO] - [E:441| 600]: Train Loss:0.0012041, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:50:06,642 - testrun_e1726b98 - [INFO] - [Epoch:441]: Training Loss:0.001204 + +2023-06-03 20:50:07,114 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 20:50:32,521 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 20:50:57,555 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.40912, Head : 0.23377, Avg : 0.32145 + +2023-06-03 20:50:57,612 - testrun_e1726b98 - [INFO] - [Epoch 441]: Training Loss: 0.0012041, Valid MRR: 0.32156, + + + +2023-06-03 20:50:58,964 - testrun_e1726b98 - [INFO] - [E:442| 0]: Train Loss:0.0012436, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:53:05,995 - testrun_e1726b98 - [INFO] - [E:442| 100]: Train Loss:0.0012015, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:55:13,158 - testrun_e1726b98 - [INFO] - [E:442| 200]: Train Loss:0.0012025, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:57:20,382 - testrun_e1726b98 - [INFO] - [E:442| 300]: Train Loss:0.0012023, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 20:59:27,380 - testrun_e1726b98 - [INFO] - [E:442| 400]: Train Loss:0.0012016, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 21:01:34,379 - testrun_e1726b98 - [INFO] - [E:442| 500]: Train Loss:0.0012026, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 21:03:40,475 - testrun_e1726b98 - [INFO] - [E:442| 600]: Train Loss:0.0012032, Val MRR:0.32156, testrun_e1726b98 +2023-06-03 21:03:40,553 - testrun_e1726b98 - [INFO] - [Epoch:442]: Training Loss:0.001203 + +2023-06-03 21:03:41,100 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 21:04:06,415 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 21:04:31,485 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.40957, Head : 0.23382, Avg : 0.3217 + +2023-06-03 21:04:40,470 - testrun_e1726b98 - [INFO] - [Epoch 442]: Training Loss: 0.0012032, Valid MRR: 0.3217, + + + +2023-06-03 21:04:41,865 - testrun_e1726b98 - [INFO] - [E:443| 0]: Train Loss:0.0012206, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:06:49,085 - testrun_e1726b98 - [INFO] - [E:443| 100]: Train Loss:0.0012016, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:08:30,070 - testrun_e1726b98 - [INFO] - [E:443| 200]: Train Loss:0.0012035, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:09:59,155 - testrun_e1726b98 - [INFO] - [E:443| 300]: Train Loss:0.0012034, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:12:05,182 - testrun_e1726b98 - [INFO] - [E:443| 400]: Train Loss:0.0012034, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:14:12,429 - testrun_e1726b98 - [INFO] - [E:443| 500]: Train Loss:0.0012037, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:16:18,606 - testrun_e1726b98 - [INFO] - [E:443| 600]: Train Loss:0.0012037, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:16:18,666 - testrun_e1726b98 - [INFO] - [Epoch:443]: Training Loss:0.001204 + +2023-06-03 21:16:19,106 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 21:16:44,621 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 21:17:09,534 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.40812, Head : 0.23395, Avg : 0.32103 + +2023-06-03 21:17:09,618 - testrun_e1726b98 - [INFO] - [Epoch 443]: Training Loss: 0.0012037, Valid MRR: 0.3217, + + + +2023-06-03 21:17:10,996 - testrun_e1726b98 - [INFO] - [E:444| 0]: Train Loss:0.0011881, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:19:18,122 - testrun_e1726b98 - [INFO] - [E:444| 100]: Train Loss:0.0012013, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:21:25,247 - testrun_e1726b98 - [INFO] - [E:444| 200]: Train Loss:0.0012, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:23:32,336 - testrun_e1726b98 - [INFO] - [E:444| 300]: Train Loss:0.0012002, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:25:39,522 - testrun_e1726b98 - [INFO] - [E:444| 400]: Train Loss:0.0012, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:27:46,553 - testrun_e1726b98 - [INFO] - [E:444| 500]: Train Loss:0.0012021, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:29:29,091 - testrun_e1726b98 - [INFO] - [E:444| 600]: Train Loss:0.0012028, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:29:29,182 - testrun_e1726b98 - [INFO] - [Epoch:444]: Training Loss:0.001203 + +2023-06-03 21:29:29,580 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 21:29:46,451 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 21:30:03,191 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.40686, Head : 0.23417, Avg : 0.32051 + +2023-06-03 21:30:03,263 - testrun_e1726b98 - [INFO] - [Epoch 444]: Training Loss: 0.0012028, Valid MRR: 0.3217, + + + +2023-06-03 21:30:04,218 - testrun_e1726b98 - [INFO] - [E:445| 0]: Train Loss:0.001181, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:31:44,464 - testrun_e1726b98 - [INFO] - [E:445| 100]: Train Loss:0.0012007, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:33:51,743 - testrun_e1726b98 - [INFO] - [E:445| 200]: Train Loss:0.001201, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:35:58,749 - testrun_e1726b98 - [INFO] - [E:445| 300]: Train Loss:0.0012017, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:38:05,979 - testrun_e1726b98 - [INFO] - [E:445| 400]: Train Loss:0.0012022, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:40:13,099 - testrun_e1726b98 - [INFO] - [E:445| 500]: Train Loss:0.0012019, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:42:19,193 - testrun_e1726b98 - [INFO] - [E:445| 600]: Train Loss:0.0012029, Val MRR:0.3217, testrun_e1726b98 +2023-06-03 21:42:19,281 - testrun_e1726b98 - [INFO] - [Epoch:445]: Training Loss:0.001203 + +2023-06-03 21:42:19,885 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 21:42:45,263 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 21:43:10,062 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.41019, Head : 0.23378, Avg : 0.32198 + +2023-06-03 21:43:18,838 - testrun_e1726b98 - [INFO] - [Epoch 445]: Training Loss: 0.0012029, Valid MRR: 0.32198, + + + +2023-06-03 21:43:20,042 - testrun_e1726b98 - [INFO] - [E:446| 0]: Train Loss:0.0011914, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 21:45:27,139 - testrun_e1726b98 - [INFO] - [E:446| 100]: Train Loss:0.0012047, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 21:47:34,183 - testrun_e1726b98 - [INFO] - [E:446| 200]: Train Loss:0.0012041, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 21:49:41,106 - testrun_e1726b98 - [INFO] - [E:446| 300]: Train Loss:0.0012035, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 21:51:10,118 - testrun_e1726b98 - [INFO] - [E:446| 400]: Train Loss:0.0012024, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 21:52:50,586 - testrun_e1726b98 - [INFO] - [E:446| 500]: Train Loss:0.0012023, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 21:54:56,820 - testrun_e1726b98 - [INFO] - [E:446| 600]: Train Loss:0.0012028, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 21:54:56,895 - testrun_e1726b98 - [INFO] - [Epoch:446]: Training Loss:0.001203 + +2023-06-03 21:54:57,498 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 21:55:22,870 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 21:55:47,863 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.40828, Head : 0.23433, Avg : 0.32131 + +2023-06-03 21:55:47,926 - testrun_e1726b98 - [INFO] - [Epoch 446]: Training Loss: 0.0012028, Valid MRR: 0.32198, + + + +2023-06-03 21:55:49,239 - testrun_e1726b98 - [INFO] - [E:447| 0]: Train Loss:0.0011697, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 21:57:56,247 - testrun_e1726b98 - [INFO] - [E:447| 100]: Train Loss:0.0011998, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:00:03,243 - testrun_e1726b98 - [INFO] - [E:447| 200]: Train Loss:0.0012009, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:02:10,235 - testrun_e1726b98 - [INFO] - [E:447| 300]: Train Loss:0.0012019, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:04:17,293 - testrun_e1726b98 - [INFO] - [E:447| 400]: Train Loss:0.0012016, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:06:24,245 - testrun_e1726b98 - [INFO] - [E:447| 500]: Train Loss:0.0012023, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:08:30,500 - testrun_e1726b98 - [INFO] - [E:447| 600]: Train Loss:0.0012022, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:08:30,557 - testrun_e1726b98 - [INFO] - [Epoch:447]: Training Loss:0.001202 + +2023-06-03 22:08:30,990 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 22:08:56,517 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 22:09:21,561 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.40829, Head : 0.23379, Avg : 0.32104 + +2023-06-03 22:09:21,648 - testrun_e1726b98 - [INFO] - [Epoch 447]: Training Loss: 0.0012022, Valid MRR: 0.32198, + + + +2023-06-03 22:09:23,002 - testrun_e1726b98 - [INFO] - [E:448| 0]: Train Loss:0.0011695, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:11:16,484 - testrun_e1726b98 - [INFO] - [E:448| 100]: Train Loss:0.001205, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:12:45,879 - testrun_e1726b98 - [INFO] - [E:448| 200]: Train Loss:0.0012019, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:14:39,940 - testrun_e1726b98 - [INFO] - [E:448| 300]: Train Loss:0.0012027, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:16:47,075 - testrun_e1726b98 - [INFO] - [E:448| 400]: Train Loss:0.0012017, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:18:54,295 - testrun_e1726b98 - [INFO] - [E:448| 500]: Train Loss:0.001202, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:21:00,463 - testrun_e1726b98 - [INFO] - [E:448| 600]: Train Loss:0.0012019, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:21:00,550 - testrun_e1726b98 - [INFO] - [Epoch:448]: Training Loss:0.001202 + +2023-06-03 22:21:01,053 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 22:21:26,423 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 22:21:51,482 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.40715, Head : 0.23387, Avg : 0.32051 + +2023-06-03 22:21:51,567 - testrun_e1726b98 - [INFO] - [Epoch 448]: Training Loss: 0.0012019, Valid MRR: 0.32198, + + + +2023-06-03 22:21:52,946 - testrun_e1726b98 - [INFO] - [E:449| 0]: Train Loss:0.0011802, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:24:00,236 - testrun_e1726b98 - [INFO] - [E:449| 100]: Train Loss:0.0011996, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:26:07,668 - testrun_e1726b98 - [INFO] - [E:449| 200]: Train Loss:0.0012, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:28:14,553 - testrun_e1726b98 - [INFO] - [E:449| 300]: Train Loss:0.0012002, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:30:21,860 - testrun_e1726b98 - [INFO] - [E:449| 400]: Train Loss:0.0012024, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:32:17,376 - testrun_e1726b98 - [INFO] - [E:449| 500]: Train Loss:0.0012017, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:33:45,977 - testrun_e1726b98 - [INFO] - [E:449| 600]: Train Loss:0.0012016, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:33:46,046 - testrun_e1726b98 - [INFO] - [Epoch:449]: Training Loss:0.001202 + +2023-06-03 22:33:46,431 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 22:34:03,368 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 22:34:20,128 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.40844, Head : 0.2347, Avg : 0.32157 + MR: Tail : 208.01, Head : 710.3, Avg : 459.15 + Hit-1: Tail : 0.30828, Head : 0.19047, Avg : 0.24937 + Hit-3: Tail : 0.46416, Head : 0.22965, Avg : 0.3469 + Hit-10: Tail : 0.59711, Head : 0.31675, Avg : 0.45693 +2023-06-03 22:34:20,222 - testrun_e1726b98 - [INFO] - [Epoch 449]: Training Loss: 0.0012016, Valid MRR: 0.32198, + + + +2023-06-03 22:34:21,245 - testrun_e1726b98 - [INFO] - [E:450| 0]: Train Loss:0.001173, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:36:28,087 - testrun_e1726b98 - [INFO] - [E:450| 100]: Train Loss:0.0012032, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:38:35,197 - testrun_e1726b98 - [INFO] - [E:450| 200]: Train Loss:0.0012015, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:40:41,916 - testrun_e1726b98 - [INFO] - [E:450| 300]: Train Loss:0.0012015, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:42:48,929 - testrun_e1726b98 - [INFO] - [E:450| 400]: Train Loss:0.0012009, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:44:56,020 - testrun_e1726b98 - [INFO] - [E:450| 500]: Train Loss:0.0012009, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:47:02,371 - testrun_e1726b98 - [INFO] - [E:450| 600]: Train Loss:0.0012014, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:47:02,430 - testrun_e1726b98 - [INFO] - [Epoch:450]: Training Loss:0.001201 + +2023-06-03 22:47:02,906 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 22:47:28,261 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 22:47:53,381 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.41034, Head : 0.23336, Avg : 0.32185 + +2023-06-03 22:47:53,460 - testrun_e1726b98 - [INFO] - [Epoch 450]: Training Loss: 0.0012014, Valid MRR: 0.32198, + + + +2023-06-03 22:47:54,851 - testrun_e1726b98 - [INFO] - [E:451| 0]: Train Loss:0.0011706, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:50:01,990 - testrun_e1726b98 - [INFO] - [E:451| 100]: Train Loss:0.0011999, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:52:09,001 - testrun_e1726b98 - [INFO] - [E:451| 200]: Train Loss:0.0011996, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:53:51,981 - testrun_e1726b98 - [INFO] - [E:451| 300]: Train Loss:0.0012009, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:55:21,000 - testrun_e1726b98 - [INFO] - [E:451| 400]: Train Loss:0.0012021, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:57:25,229 - testrun_e1726b98 - [INFO] - [E:451| 500]: Train Loss:0.0012018, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:59:31,489 - testrun_e1726b98 - [INFO] - [E:451| 600]: Train Loss:0.0012013, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 22:59:31,581 - testrun_e1726b98 - [INFO] - [Epoch:451]: Training Loss:0.001201 + +2023-06-03 22:59:32,165 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 22:59:57,567 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 23:00:22,625 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.41015, Head : 0.23362, Avg : 0.32188 + +2023-06-03 23:00:22,709 - testrun_e1726b98 - [INFO] - [Epoch 451]: Training Loss: 0.0012013, Valid MRR: 0.32198, + + + +2023-06-03 23:00:24,095 - testrun_e1726b98 - [INFO] - [E:452| 0]: Train Loss:0.0012045, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:02:31,298 - testrun_e1726b98 - [INFO] - [E:452| 100]: Train Loss:0.0011989, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:04:38,369 - testrun_e1726b98 - [INFO] - [E:452| 200]: Train Loss:0.0012007, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:06:45,590 - testrun_e1726b98 - [INFO] - [E:452| 300]: Train Loss:0.0012016, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:08:52,801 - testrun_e1726b98 - [INFO] - [E:452| 400]: Train Loss:0.0012015, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:10:59,666 - testrun_e1726b98 - [INFO] - [E:452| 500]: Train Loss:0.0012009, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:13:05,776 - testrun_e1726b98 - [INFO] - [E:452| 600]: Train Loss:0.0012009, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:13:05,855 - testrun_e1726b98 - [INFO] - [Epoch:452]: Training Loss:0.001201 + +2023-06-03 23:13:06,442 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 23:13:31,714 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 23:13:56,708 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.4095, Head : 0.23422, Avg : 0.32186 + +2023-06-03 23:13:56,797 - testrun_e1726b98 - [INFO] - [Epoch 452]: Training Loss: 0.0012009, Valid MRR: 0.32198, + + + +2023-06-03 23:13:58,106 - testrun_e1726b98 - [INFO] - [E:453| 0]: Train Loss:0.0012017, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:15:27,921 - testrun_e1726b98 - [INFO] - [E:453| 100]: Train Loss:0.0012028, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:17:07,574 - testrun_e1726b98 - [INFO] - [E:453| 200]: Train Loss:0.0012019, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:19:14,803 - testrun_e1726b98 - [INFO] - [E:453| 300]: Train Loss:0.0012015, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:21:22,057 - testrun_e1726b98 - [INFO] - [E:453| 400]: Train Loss:0.001201, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:23:29,225 - testrun_e1726b98 - [INFO] - [E:453| 500]: Train Loss:0.001201, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:25:35,469 - testrun_e1726b98 - [INFO] - [E:453| 600]: Train Loss:0.0012008, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:25:35,591 - testrun_e1726b98 - [INFO] - [Epoch:453]: Training Loss:0.001201 + +2023-06-03 23:25:36,140 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 23:26:01,518 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 23:26:26,599 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.40872, Head : 0.23375, Avg : 0.32124 + +2023-06-03 23:26:26,688 - testrun_e1726b98 - [INFO] - [Epoch 453]: Training Loss: 0.0012008, Valid MRR: 0.32198, + + + +2023-06-03 23:26:28,075 - testrun_e1726b98 - [INFO] - [E:454| 0]: Train Loss:0.0012254, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:28:35,188 - testrun_e1726b98 - [INFO] - [E:454| 100]: Train Loss:0.0012012, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:30:42,441 - testrun_e1726b98 - [INFO] - [E:454| 200]: Train Loss:0.0011994, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:32:49,432 - testrun_e1726b98 - [INFO] - [E:454| 300]: Train Loss:0.0011995, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:34:56,578 - testrun_e1726b98 - [INFO] - [E:454| 400]: Train Loss:0.0012001, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:36:28,841 - testrun_e1726b98 - [INFO] - [E:454| 500]: Train Loss:0.0011998, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:38:05,514 - testrun_e1726b98 - [INFO] - [E:454| 600]: Train Loss:0.0012001, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:38:05,606 - testrun_e1726b98 - [INFO] - [Epoch:454]: Training Loss:0.0012 + +2023-06-03 23:38:06,200 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 23:38:31,573 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 23:38:56,546 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.40801, Head : 0.2341, Avg : 0.32105 + +2023-06-03 23:38:56,613 - testrun_e1726b98 - [INFO] - [Epoch 454]: Training Loss: 0.0012001, Valid MRR: 0.32198, + + + +2023-06-03 23:38:58,004 - testrun_e1726b98 - [INFO] - [E:455| 0]: Train Loss:0.0011952, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:41:04,912 - testrun_e1726b98 - [INFO] - [E:455| 100]: Train Loss:0.0012007, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:43:12,111 - testrun_e1726b98 - [INFO] - [E:455| 200]: Train Loss:0.0012006, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:45:19,306 - testrun_e1726b98 - [INFO] - [E:455| 300]: Train Loss:0.0011997, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:47:26,620 - testrun_e1726b98 - [INFO] - [E:455| 400]: Train Loss:0.0012002, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:49:33,641 - testrun_e1726b98 - [INFO] - [E:455| 500]: Train Loss:0.0012001, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:51:39,951 - testrun_e1726b98 - [INFO] - [E:455| 600]: Train Loss:0.0011998, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:51:40,029 - testrun_e1726b98 - [INFO] - [Epoch:455]: Training Loss:0.0012 + +2023-06-03 23:51:40,662 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-03 23:52:06,085 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-03 23:52:30,988 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.40913, Head : 0.23428, Avg : 0.3217 + +2023-06-03 23:52:31,047 - testrun_e1726b98 - [INFO] - [Epoch 455]: Training Loss: 0.0011998, Valid MRR: 0.32198, + + + +2023-06-03 23:52:32,376 - testrun_e1726b98 - [INFO] - [E:456| 0]: Train Loss:0.0011558, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:54:39,724 - testrun_e1726b98 - [INFO] - [E:456| 100]: Train Loss:0.0011968, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:56:35,964 - testrun_e1726b98 - [INFO] - [E:456| 200]: Train Loss:0.0011992, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:58:05,012 - testrun_e1726b98 - [INFO] - [E:456| 300]: Train Loss:0.0011994, Val MRR:0.32198, testrun_e1726b98 +2023-06-03 23:59:56,372 - testrun_e1726b98 - [INFO] - [E:456| 400]: Train Loss:0.0011997, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:02:03,571 - testrun_e1726b98 - [INFO] - [E:456| 500]: Train Loss:0.0011995, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:04:09,806 - testrun_e1726b98 - [INFO] - [E:456| 600]: Train Loss:0.0011997, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:04:09,885 - testrun_e1726b98 - [INFO] - [Epoch:456]: Training Loss:0.0012 + +2023-06-04 00:04:10,488 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 00:04:35,864 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 00:05:00,895 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.40515, Head : 0.2341, Avg : 0.31962 + +2023-06-04 00:05:00,974 - testrun_e1726b98 - [INFO] - [Epoch 456]: Training Loss: 0.0011997, Valid MRR: 0.32198, + + + +2023-06-04 00:05:02,358 - testrun_e1726b98 - [INFO] - [E:457| 0]: Train Loss:0.0011647, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:07:09,541 - testrun_e1726b98 - [INFO] - [E:457| 100]: Train Loss:0.0012044, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:09:16,775 - testrun_e1726b98 - [INFO] - [E:457| 200]: Train Loss:0.0012008, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:11:23,841 - testrun_e1726b98 - [INFO] - [E:457| 300]: Train Loss:0.0012002, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:13:31,041 - testrun_e1726b98 - [INFO] - [E:457| 400]: Train Loss:0.0012001, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:15:38,098 - testrun_e1726b98 - [INFO] - [E:457| 500]: Train Loss:0.0011997, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:17:35,627 - testrun_e1726b98 - [INFO] - [E:457| 600]: Train Loss:0.0012003, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:17:35,710 - testrun_e1726b98 - [INFO] - [Epoch:457]: Training Loss:0.0012 + +2023-06-04 00:17:36,019 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 00:17:53,118 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 00:18:09,786 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.40768, Head : 0.23454, Avg : 0.32111 + +2023-06-04 00:18:09,873 - testrun_e1726b98 - [INFO] - [Epoch 457]: Training Loss: 0.0012003, Valid MRR: 0.32198, + + + +2023-06-04 00:18:10,785 - testrun_e1726b98 - [INFO] - [E:458| 0]: Train Loss:0.0011982, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:19:39,995 - testrun_e1726b98 - [INFO] - [E:458| 100]: Train Loss:0.0012027, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:21:43,602 - testrun_e1726b98 - [INFO] - [E:458| 200]: Train Loss:0.0012009, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:23:50,833 - testrun_e1726b98 - [INFO] - [E:458| 300]: Train Loss:0.0012006, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:25:57,836 - testrun_e1726b98 - [INFO] - [E:458| 400]: Train Loss:0.0012001, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:28:05,137 - testrun_e1726b98 - [INFO] - [E:458| 500]: Train Loss:0.0012, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:30:11,403 - testrun_e1726b98 - [INFO] - [E:458| 600]: Train Loss:0.0012001, Val MRR:0.32198, testrun_e1726b98 +2023-06-04 00:30:11,498 - testrun_e1726b98 - [INFO] - [Epoch:458]: Training Loss:0.0012 + +2023-06-04 00:30:12,118 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 00:30:37,482 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 00:31:02,528 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.41086, Head : 0.23513, Avg : 0.32299 + +2023-06-04 00:31:18,944 - testrun_e1726b98 - [INFO] - [Epoch 458]: Training Loss: 0.0012001, Valid MRR: 0.32299, + + + +2023-06-04 00:31:20,288 - testrun_e1726b98 - [INFO] - [E:459| 0]: Train Loss:0.0011842, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:33:27,260 - testrun_e1726b98 - [INFO] - [E:459| 100]: Train Loss:0.0012019, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:35:34,572 - testrun_e1726b98 - [INFO] - [E:459| 200]: Train Loss:0.0012, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:37:41,754 - testrun_e1726b98 - [INFO] - [E:459| 300]: Train Loss:0.0011986, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:39:22,502 - testrun_e1726b98 - [INFO] - [E:459| 400]: Train Loss:0.0011997, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:40:51,887 - testrun_e1726b98 - [INFO] - [E:459| 500]: Train Loss:0.0011991, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:42:57,936 - testrun_e1726b98 - [INFO] - [E:459| 600]: Train Loss:0.0011987, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:42:58,039 - testrun_e1726b98 - [INFO] - [Epoch:459]: Training Loss:0.001199 + +2023-06-04 00:42:58,602 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 00:43:23,972 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 00:43:49,101 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.40839, Head : 0.23466, Avg : 0.32153 + MR: Tail : 214.26, Head : 725.64, Avg : 469.95 + Hit-1: Tail : 0.30856, Head : 0.19033, Avg : 0.24944 + Hit-3: Tail : 0.46568, Head : 0.23159, Avg : 0.34864 + Hit-10: Tail : 0.59808, Head : 0.31856, Avg : 0.45832 +2023-06-04 00:43:49,209 - testrun_e1726b98 - [INFO] - [Epoch 459]: Training Loss: 0.0011987, Valid MRR: 0.32299, + + + +2023-06-04 00:43:50,586 - testrun_e1726b98 - [INFO] - [E:460| 0]: Train Loss:0.0011947, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:45:57,963 - testrun_e1726b98 - [INFO] - [E:460| 100]: Train Loss:0.0012021, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:48:05,072 - testrun_e1726b98 - [INFO] - [E:460| 200]: Train Loss:0.0012, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:50:12,145 - testrun_e1726b98 - [INFO] - [E:460| 300]: Train Loss:0.0012, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:52:19,076 - testrun_e1726b98 - [INFO] - [E:460| 400]: Train Loss:0.0012008, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:54:26,290 - testrun_e1726b98 - [INFO] - [E:460| 500]: Train Loss:0.001199, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:56:32,587 - testrun_e1726b98 - [INFO] - [E:460| 600]: Train Loss:0.0011991, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:56:32,639 - testrun_e1726b98 - [INFO] - [Epoch:460]: Training Loss:0.001199 + +2023-06-04 00:56:33,086 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 00:56:58,525 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 00:57:23,435 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.40774, Head : 0.23479, Avg : 0.32126 + +2023-06-04 00:57:23,522 - testrun_e1726b98 - [INFO] - [Epoch 460]: Training Loss: 0.0011991, Valid MRR: 0.32299, + + + +2023-06-04 00:57:24,905 - testrun_e1726b98 - [INFO] - [E:461| 0]: Train Loss:0.0011918, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 00:59:29,638 - testrun_e1726b98 - [INFO] - [E:461| 100]: Train Loss:0.0011985, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:00:59,559 - testrun_e1726b98 - [INFO] - [E:461| 200]: Train Loss:0.0011995, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:02:43,078 - testrun_e1726b98 - [INFO] - [E:461| 300]: Train Loss:0.0011994, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:04:50,449 - testrun_e1726b98 - [INFO] - [E:461| 400]: Train Loss:0.0011991, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:06:58,145 - testrun_e1726b98 - [INFO] - [E:461| 500]: Train Loss:0.0011988, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:09:04,653 - testrun_e1726b98 - [INFO] - [E:461| 600]: Train Loss:0.001199, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:09:05,131 - testrun_e1726b98 - [INFO] - [Epoch:461]: Training Loss:0.001199 + +2023-06-04 01:09:06,087 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 01:09:31,945 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 01:09:57,386 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.40725, Head : 0.23484, Avg : 0.32105 + +2023-06-04 01:09:57,824 - testrun_e1726b98 - [INFO] - [Epoch 461]: Training Loss: 0.001199, Valid MRR: 0.32299, + + + +2023-06-04 01:09:59,626 - testrun_e1726b98 - [INFO] - [E:462| 0]: Train Loss:0.00124, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:12:06,969 - testrun_e1726b98 - [INFO] - [E:462| 100]: Train Loss:0.0011985, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:14:14,364 - testrun_e1726b98 - [INFO] - [E:462| 200]: Train Loss:0.0011958, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:16:21,909 - testrun_e1726b98 - [INFO] - [E:462| 300]: Train Loss:0.0011975, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:18:29,071 - testrun_e1726b98 - [INFO] - [E:462| 400]: Train Loss:0.0011977, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:20:34,197 - testrun_e1726b98 - [INFO] - [E:462| 500]: Train Loss:0.0011979, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:22:03,128 - testrun_e1726b98 - [INFO] - [E:462| 600]: Train Loss:0.0011985, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:22:03,564 - testrun_e1726b98 - [INFO] - [Epoch:462]: Training Loss:0.001199 + +2023-06-04 01:22:04,357 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 01:22:21,765 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 01:22:38,960 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.40977, Head : 0.23464, Avg : 0.3222 + +2023-06-04 01:22:39,441 - testrun_e1726b98 - [INFO] - [Epoch 462]: Training Loss: 0.0011985, Valid MRR: 0.32299, + + + +2023-06-04 01:22:40,789 - testrun_e1726b98 - [INFO] - [E:463| 0]: Train Loss:0.0011905, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:24:39,401 - testrun_e1726b98 - [INFO] - [E:463| 100]: Train Loss:0.0011994, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:26:47,116 - testrun_e1726b98 - [INFO] - [E:463| 200]: Train Loss:0.0011998, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:28:54,603 - testrun_e1726b98 - [INFO] - [E:463| 300]: Train Loss:0.001199, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:31:02,189 - testrun_e1726b98 - [INFO] - [E:463| 400]: Train Loss:0.0011985, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:33:09,755 - testrun_e1726b98 - [INFO] - [E:463| 500]: Train Loss:0.0011985, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:35:16,132 - testrun_e1726b98 - [INFO] - [E:463| 600]: Train Loss:0.0011982, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:35:16,617 - testrun_e1726b98 - [INFO] - [Epoch:463]: Training Loss:0.001198 + +2023-06-04 01:35:17,497 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 01:35:43,145 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 01:36:08,499 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.40781, Head : 0.23456, Avg : 0.32119 + +2023-06-04 01:36:09,055 - testrun_e1726b98 - [INFO] - [Epoch 463]: Training Loss: 0.0011982, Valid MRR: 0.32299, + + + +2023-06-04 01:36:10,765 - testrun_e1726b98 - [INFO] - [E:464| 0]: Train Loss:0.0012226, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:38:18,147 - testrun_e1726b98 - [INFO] - [E:464| 100]: Train Loss:0.0011993, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:40:25,785 - testrun_e1726b98 - [INFO] - [E:464| 200]: Train Loss:0.0011976, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:42:14,708 - testrun_e1726b98 - [INFO] - [E:464| 300]: Train Loss:0.0011973, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 01:43:44,100 - testrun_e1726b98 - [INFO] - [E:464| 400]: Train Loss:0.0011976, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 02:46:43,588 - testrun_e1726b98 - [INFO] - [E:469| 300]: Train Loss:0.0011958, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 02:48:39,092 - testrun_e1726b98 - [INFO] - [E:469| 400]: Train Loss:0.0011964, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 02:50:46,164 - testrun_e1726b98 - [INFO] - [E:469| 500]: Train Loss:0.0011962, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 02:52:52,423 - testrun_e1726b98 - [INFO] - [E:469| 600]: Train Loss:0.0011966, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 02:52:52,495 - testrun_e1726b98 - [INFO] - [Epoch:469]: Training Loss:0.001197 + +2023-06-04 02:52:53,086 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 02:53:18,492 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 02:53:43,584 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.40655, Head : 0.23415, Avg : 0.32035 + MR: Tail : 213.68, Head : 729.26, Avg : 471.47 + Hit-1: Tail : 0.30606, Head : 0.18964, Avg : 0.24785 + Hit-3: Tail : 0.45957, Head : 0.22909, Avg : 0.34433 + Hit-10: Tail : 0.59669, Head : 0.31912, Avg : 0.4579 +2023-06-04 02:53:43,649 - testrun_e1726b98 - [INFO] - [Epoch 469]: Training Loss: 0.0011966, Valid MRR: 0.32299, + + + +2023-06-04 02:53:45,022 - testrun_e1726b98 - [INFO] - [E:470| 0]: Train Loss:0.001192, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 02:55:52,016 - testrun_e1726b98 - [INFO] - [E:470| 100]: Train Loss:0.001199, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 02:57:59,247 - testrun_e1726b98 - [INFO] - [E:470| 200]: Train Loss:0.001198, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:00:06,399 - testrun_e1726b98 - [INFO] - [E:470| 300]: Train Loss:0.0011983, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:02:13,671 - testrun_e1726b98 - [INFO] - [E:470| 400]: Train Loss:0.0011985, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:04:20,695 - testrun_e1726b98 - [INFO] - [E:470| 500]: Train Loss:0.0011966, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:06:13,630 - testrun_e1726b98 - [INFO] - [E:470| 600]: Train Loss:0.0011964, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:06:13,704 - testrun_e1726b98 - [INFO] - [Epoch:470]: Training Loss:0.001196 + +2023-06-04 03:06:13,985 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 03:06:30,983 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 03:06:47,678 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.40524, Head : 0.23452, Avg : 0.31988 + +2023-06-04 03:06:47,737 - testrun_e1726b98 - [INFO] - [Epoch 470]: Training Loss: 0.0011964, Valid MRR: 0.32299, + + + +2023-06-04 03:06:48,617 - testrun_e1726b98 - [INFO] - [E:471| 0]: Train Loss:0.0011888, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:08:19,317 - testrun_e1726b98 - [INFO] - [E:471| 100]: Train Loss:0.0011923, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:10:26,570 - testrun_e1726b98 - [INFO] - [E:471| 200]: Train Loss:0.001194, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:12:33,933 - testrun_e1726b98 - [INFO] - [E:471| 300]: Train Loss:0.0011951, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:14:41,103 - testrun_e1726b98 - [INFO] - [E:471| 400]: Train Loss:0.0011957, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:16:48,327 - testrun_e1726b98 - [INFO] - [E:471| 500]: Train Loss:0.0011958, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:18:54,776 - testrun_e1726b98 - [INFO] - [E:471| 600]: Train Loss:0.0011963, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:18:54,827 - testrun_e1726b98 - [INFO] - [Epoch:471]: Training Loss:0.001196 + +2023-06-04 03:18:55,267 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 03:19:20,828 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 03:19:45,845 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.40974, Head : 0.23442, Avg : 0.32208 + +2023-06-04 03:19:45,911 - testrun_e1726b98 - [INFO] - [Epoch 471]: Training Loss: 0.0011963, Valid MRR: 0.32299, + + + +2023-06-04 03:19:47,275 - testrun_e1726b98 - [INFO] - [E:472| 0]: Train Loss:0.0012046, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:21:54,465 - testrun_e1726b98 - [INFO] - [E:472| 100]: Train Loss:0.0011981, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:24:01,655 - testrun_e1726b98 - [INFO] - [E:472| 200]: Train Loss:0.0011979, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:26:08,874 - testrun_e1726b98 - [INFO] - [E:472| 300]: Train Loss:0.0011973, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:27:48,636 - testrun_e1726b98 - [INFO] - [E:472| 400]: Train Loss:0.001197, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:29:18,126 - testrun_e1726b98 - [INFO] - [E:472| 500]: Train Loss:0.0011968, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:31:24,746 - testrun_e1726b98 - [INFO] - [E:472| 600]: Train Loss:0.0011964, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:31:24,806 - testrun_e1726b98 - [INFO] - [Epoch:472]: Training Loss:0.001196 + +2023-06-04 03:31:25,404 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 03:31:50,837 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 03:32:15,954 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.40746, Head : 0.23344, Avg : 0.32045 + +2023-06-04 03:32:16,009 - testrun_e1726b98 - [INFO] - [Epoch 472]: Training Loss: 0.0011964, Valid MRR: 0.32299, + + + +2023-06-04 03:32:17,362 - testrun_e1726b98 - [INFO] - [E:473| 0]: Train Loss:0.0011564, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:34:24,789 - testrun_e1726b98 - [INFO] - [E:473| 100]: Train Loss:0.0011933, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:36:31,910 - testrun_e1726b98 - [INFO] - [E:473| 200]: Train Loss:0.0011949, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:38:39,170 - testrun_e1726b98 - [INFO] - [E:473| 300]: Train Loss:0.0011951, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:40:46,413 - testrun_e1726b98 - [INFO] - [E:473| 400]: Train Loss:0.0011958, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:42:53,502 - testrun_e1726b98 - [INFO] - [E:473| 500]: Train Loss:0.0011955, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:44:59,789 - testrun_e1726b98 - [INFO] - [E:473| 600]: Train Loss:0.001196, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:44:59,857 - testrun_e1726b98 - [INFO] - [Epoch:473]: Training Loss:0.001196 + +2023-06-04 03:45:00,392 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 03:45:25,796 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 03:45:50,844 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.40951, Head : 0.23426, Avg : 0.32189 + +2023-06-04 03:45:50,908 - testrun_e1726b98 - [INFO] - [Epoch 473]: Training Loss: 0.001196, Valid MRR: 0.32299, + + + +2023-06-04 03:45:52,274 - testrun_e1726b98 - [INFO] - [E:474| 0]: Train Loss:0.0011679, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:47:55,989 - testrun_e1726b98 - [INFO] - [E:474| 100]: Train Loss:0.0011952, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:49:25,173 - testrun_e1726b98 - [INFO] - [E:474| 200]: Train Loss:0.0011954, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:51:08,325 - testrun_e1726b98 - [INFO] - [E:474| 300]: Train Loss:0.0011962, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:53:15,490 - testrun_e1726b98 - [INFO] - [E:474| 400]: Train Loss:0.0011955, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:55:22,550 - testrun_e1726b98 - [INFO] - [E:474| 500]: Train Loss:0.0011955, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:57:28,680 - testrun_e1726b98 - [INFO] - [E:474| 600]: Train Loss:0.0011955, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 03:57:28,768 - testrun_e1726b98 - [INFO] - [Epoch:474]: Training Loss:0.001196 + +2023-06-04 03:57:29,333 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 03:57:54,828 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 03:58:19,834 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.40708, Head : 0.23411, Avg : 0.32059 + +2023-06-04 03:58:19,887 - testrun_e1726b98 - [INFO] - [Epoch 474]: Training Loss: 0.0011955, Valid MRR: 0.32299, + + + +2023-06-04 03:58:21,233 - testrun_e1726b98 - [INFO] - [E:475| 0]: Train Loss:0.0012169, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:00:28,389 - testrun_e1726b98 - [INFO] - [E:475| 100]: Train Loss:0.0011979, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:02:35,485 - testrun_e1726b98 - [INFO] - [E:475| 200]: Train Loss:0.0011959, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:04:42,736 - testrun_e1726b98 - [INFO] - [E:475| 300]: Train Loss:0.0011952, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:06:49,556 - testrun_e1726b98 - [INFO] - [E:475| 400]: Train Loss:0.0011959, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:08:54,834 - testrun_e1726b98 - [INFO] - [E:475| 500]: Train Loss:0.0011953, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:10:23,304 - testrun_e1726b98 - [INFO] - [E:475| 600]: Train Loss:0.0011951, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:10:23,360 - testrun_e1726b98 - [INFO] - [Epoch:475]: Training Loss:0.001195 + +2023-06-04 04:10:23,636 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 04:10:40,584 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 04:10:57,327 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.4093, Head : 0.23379, Avg : 0.32155 + +2023-06-04 04:10:57,395 - testrun_e1726b98 - [INFO] - [Epoch 475]: Training Loss: 0.0011951, Valid MRR: 0.32299, + + + +2023-06-04 04:10:58,417 - testrun_e1726b98 - [INFO] - [E:476| 0]: Train Loss:0.0012212, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:12:54,911 - testrun_e1726b98 - [INFO] - [E:476| 100]: Train Loss:0.0011972, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:15:01,952 - testrun_e1726b98 - [INFO] - [E:476| 200]: Train Loss:0.0011957, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:17:09,044 - testrun_e1726b98 - [INFO] - [E:476| 300]: Train Loss:0.0011954, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:19:16,145 - testrun_e1726b98 - [INFO] - [E:476| 400]: Train Loss:0.0011948, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:21:23,192 - testrun_e1726b98 - [INFO] - [E:476| 500]: Train Loss:0.001195, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:23:29,220 - testrun_e1726b98 - [INFO] - [E:476| 600]: Train Loss:0.0011952, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:23:29,300 - testrun_e1726b98 - [INFO] - [Epoch:476]: Training Loss:0.001195 + +2023-06-04 04:23:29,877 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 04:23:55,265 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 04:24:20,368 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.41148, Head : 0.23447, Avg : 0.32298 + +2023-06-04 04:24:20,432 - testrun_e1726b98 - [INFO] - [Epoch 476]: Training Loss: 0.0011952, Valid MRR: 0.32299, + + + +2023-06-04 04:24:21,794 - testrun_e1726b98 - [INFO] - [E:477| 0]: Train Loss:0.0011554, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:26:28,942 - testrun_e1726b98 - [INFO] - [E:477| 100]: Train Loss:0.0011932, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:28:36,012 - testrun_e1726b98 - [INFO] - [E:477| 200]: Train Loss:0.0011932, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:30:29,521 - testrun_e1726b98 - [INFO] - [E:477| 300]: Train Loss:0.0011946, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:31:58,901 - testrun_e1726b98 - [INFO] - [E:477| 400]: Train Loss:0.0011953, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:33:52,725 - testrun_e1726b98 - [INFO] - [E:477| 500]: Train Loss:0.0011951, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:35:59,001 - testrun_e1726b98 - [INFO] - [E:477| 600]: Train Loss:0.001195, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:35:59,059 - testrun_e1726b98 - [INFO] - [Epoch:477]: Training Loss:0.001195 + +2023-06-04 04:35:59,591 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 04:36:25,002 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 04:36:50,089 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.41167, Head : 0.23409, Avg : 0.32288 + +2023-06-04 04:36:50,152 - testrun_e1726b98 - [INFO] - [Epoch 477]: Training Loss: 0.001195, Valid MRR: 0.32299, + + + +2023-06-04 04:36:51,525 - testrun_e1726b98 - [INFO] - [E:478| 0]: Train Loss:0.0011882, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:38:58,595 - testrun_e1726b98 - [INFO] - [E:478| 100]: Train Loss:0.0011902, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:41:05,580 - testrun_e1726b98 - [INFO] - [E:478| 200]: Train Loss:0.0011927, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:43:12,512 - testrun_e1726b98 - [INFO] - [E:478| 300]: Train Loss:0.001193, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:45:19,665 - testrun_e1726b98 - [INFO] - [E:478| 400]: Train Loss:0.0011935, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:47:26,771 - testrun_e1726b98 - [INFO] - [E:478| 500]: Train Loss:0.0011945, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:49:33,171 - testrun_e1726b98 - [INFO] - [E:478| 600]: Train Loss:0.0011952, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:49:33,222 - testrun_e1726b98 - [INFO] - [Epoch:478]: Training Loss:0.001195 + +2023-06-04 04:49:33,658 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 04:49:59,106 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 04:50:24,138 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.40731, Head : 0.23395, Avg : 0.32063 + +2023-06-04 04:50:24,189 - testrun_e1726b98 - [INFO] - [Epoch 478]: Training Loss: 0.0011952, Valid MRR: 0.32299, + + + +2023-06-04 04:50:25,534 - testrun_e1726b98 - [INFO] - [E:479| 0]: Train Loss:0.0011733, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:52:05,445 - testrun_e1726b98 - [INFO] - [E:479| 100]: Train Loss:0.0011922, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:53:34,608 - testrun_e1726b98 - [INFO] - [E:479| 200]: Train Loss:0.0011943, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:55:41,940 - testrun_e1726b98 - [INFO] - [E:479| 300]: Train Loss:0.0011945, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:57:49,028 - testrun_e1726b98 - [INFO] - [E:479| 400]: Train Loss:0.0011951, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 04:59:56,006 - testrun_e1726b98 - [INFO] - [E:479| 500]: Train Loss:0.0011946, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:02:02,122 - testrun_e1726b98 - [INFO] - [E:479| 600]: Train Loss:0.0011943, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:02:02,182 - testrun_e1726b98 - [INFO] - [Epoch:479]: Training Loss:0.001194 + +2023-06-04 05:02:02,778 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 05:02:28,191 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 05:02:53,277 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.40993, Head : 0.23379, Avg : 0.32186 + MR: Tail : 216.12, Head : 727.4, Avg : 471.76 + Hit-1: Tail : 0.30981, Head : 0.18908, Avg : 0.24944 + Hit-3: Tail : 0.46318, Head : 0.22979, Avg : 0.34649 + Hit-10: Tail : 0.59864, Head : 0.31773, Avg : 0.45818 +2023-06-04 05:02:53,355 - testrun_e1726b98 - [INFO] - [Epoch 479]: Training Loss: 0.0011943, Valid MRR: 0.32299, + + + +2023-06-04 05:02:54,712 - testrun_e1726b98 - [INFO] - [E:480| 0]: Train Loss:0.0012086, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:05:01,712 - testrun_e1726b98 - [INFO] - [E:480| 100]: Train Loss:0.0011901, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:07:08,655 - testrun_e1726b98 - [INFO] - [E:480| 200]: Train Loss:0.0011925, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:09:15,802 - testrun_e1726b98 - [INFO] - [E:480| 300]: Train Loss:0.0011928, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:11:23,073 - testrun_e1726b98 - [INFO] - [E:480| 400]: Train Loss:0.0011933, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:13:04,708 - testrun_e1726b98 - [INFO] - [E:480| 500]: Train Loss:0.0011938, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:14:33,268 - testrun_e1726b98 - [INFO] - [E:480| 600]: Train Loss:0.0011943, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:14:33,329 - testrun_e1726b98 - [INFO] - [Epoch:480]: Training Loss:0.001194 + +2023-06-04 05:14:33,621 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 05:14:57,252 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 05:15:22,278 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.40944, Head : 0.2339, Avg : 0.32167 + +2023-06-04 05:15:22,354 - testrun_e1726b98 - [INFO] - [Epoch 480]: Training Loss: 0.0011943, Valid MRR: 0.32299, + + + +2023-06-04 05:15:23,712 - testrun_e1726b98 - [INFO] - [E:481| 0]: Train Loss:0.0011821, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:17:31,012 - testrun_e1726b98 - [INFO] - [E:481| 100]: Train Loss:0.0011951, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:19:38,135 - testrun_e1726b98 - [INFO] - [E:481| 200]: Train Loss:0.0011965, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:21:45,389 - testrun_e1726b98 - [INFO] - [E:481| 300]: Train Loss:0.0011968, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:23:52,544 - testrun_e1726b98 - [INFO] - [E:481| 400]: Train Loss:0.0011953, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:25:59,401 - testrun_e1726b98 - [INFO] - [E:481| 500]: Train Loss:0.001194, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:28:05,753 - testrun_e1726b98 - [INFO] - [E:481| 600]: Train Loss:0.0011944, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:28:05,824 - testrun_e1726b98 - [INFO] - [Epoch:481]: Training Loss:0.001194 + +2023-06-04 05:28:06,359 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 05:28:31,808 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 05:28:56,851 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.41056, Head : 0.23375, Avg : 0.32215 + +2023-06-04 05:28:56,904 - testrun_e1726b98 - [INFO] - [Epoch 481]: Training Loss: 0.0011944, Valid MRR: 0.32299, + + + +2023-06-04 05:28:58,249 - testrun_e1726b98 - [INFO] - [E:482| 0]: Train Loss:0.001179, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:31:05,477 - testrun_e1726b98 - [INFO] - [E:482| 100]: Train Loss:0.0011935, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:33:11,793 - testrun_e1726b98 - [INFO] - [E:482| 200]: Train Loss:0.0011925, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:34:41,255 - testrun_e1726b98 - [INFO] - [E:482| 300]: Train Loss:0.001194, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:36:22,505 - testrun_e1726b98 - [INFO] - [E:482| 400]: Train Loss:0.001194, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:38:29,643 - testrun_e1726b98 - [INFO] - [E:482| 500]: Train Loss:0.001194, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:40:35,963 - testrun_e1726b98 - [INFO] - [E:482| 600]: Train Loss:0.0011938, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:40:36,033 - testrun_e1726b98 - [INFO] - [Epoch:482]: Training Loss:0.001194 + +2023-06-04 05:40:36,552 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 05:41:01,991 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 05:41:27,057 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.40724, Head : 0.2342, Avg : 0.32072 + +2023-06-04 05:41:27,121 - testrun_e1726b98 - [INFO] - [Epoch 482]: Training Loss: 0.0011938, Valid MRR: 0.32299, + + + +2023-06-04 05:41:28,509 - testrun_e1726b98 - [INFO] - [E:483| 0]: Train Loss:0.0011847, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:43:35,549 - testrun_e1726b98 - [INFO] - [E:483| 100]: Train Loss:0.0011907, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:45:42,779 - testrun_e1726b98 - [INFO] - [E:483| 200]: Train Loss:0.0011909, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:47:49,959 - testrun_e1726b98 - [INFO] - [E:483| 300]: Train Loss:0.0011927, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:49:56,993 - testrun_e1726b98 - [INFO] - [E:483| 400]: Train Loss:0.0011923, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:52:04,279 - testrun_e1726b98 - [INFO] - [E:483| 500]: Train Loss:0.0011932, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:54:10,598 - testrun_e1726b98 - [INFO] - [E:483| 600]: Train Loss:0.0011934, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:54:10,671 - testrun_e1726b98 - [INFO] - [Epoch:483]: Training Loss:0.001193 + +2023-06-04 05:54:11,275 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 05:54:28,829 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 05:54:45,594 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.40615, Head : 0.23392, Avg : 0.32004 + +2023-06-04 05:54:45,653 - testrun_e1726b98 - [INFO] - [Epoch 483]: Training Loss: 0.0011934, Valid MRR: 0.32299, + + + +2023-06-04 05:54:46,697 - testrun_e1726b98 - [INFO] - [E:484| 0]: Train Loss:0.0012053, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:56:15,693 - testrun_e1726b98 - [INFO] - [E:484| 100]: Train Loss:0.0011946, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 05:58:10,016 - testrun_e1726b98 - [INFO] - [E:484| 200]: Train Loss:0.0011928, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:00:16,927 - testrun_e1726b98 - [INFO] - [E:484| 300]: Train Loss:0.0011937, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:02:23,721 - testrun_e1726b98 - [INFO] - [E:484| 400]: Train Loss:0.0011926, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:04:30,777 - testrun_e1726b98 - [INFO] - [E:484| 500]: Train Loss:0.0011927, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:06:36,756 - testrun_e1726b98 - [INFO] - [E:484| 600]: Train Loss:0.0011934, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:06:36,822 - testrun_e1726b98 - [INFO] - [Epoch:484]: Training Loss:0.001193 + +2023-06-04 06:06:37,411 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 06:07:02,808 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 06:07:27,855 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.41103, Head : 0.23412, Avg : 0.32257 + +2023-06-04 06:07:27,931 - testrun_e1726b98 - [INFO] - [Epoch 484]: Training Loss: 0.0011934, Valid MRR: 0.32299, + + + +2023-06-04 06:07:29,313 - testrun_e1726b98 - [INFO] - [E:485| 0]: Train Loss:0.0011921, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:09:36,409 - testrun_e1726b98 - [INFO] - [E:485| 100]: Train Loss:0.0011929, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:11:43,467 - testrun_e1726b98 - [INFO] - [E:485| 200]: Train Loss:0.0011919, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:13:50,770 - testrun_e1726b98 - [INFO] - [E:485| 300]: Train Loss:0.0011921, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:15:46,061 - testrun_e1726b98 - [INFO] - [E:485| 400]: Train Loss:0.0011934, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:17:15,167 - testrun_e1726b98 - [INFO] - [E:485| 500]: Train Loss:0.0011933, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:19:06,335 - testrun_e1726b98 - [INFO] - [E:485| 600]: Train Loss:0.0011932, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:19:06,397 - testrun_e1726b98 - [INFO] - [Epoch:485]: Training Loss:0.001193 + +2023-06-04 06:19:06,843 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 06:19:32,329 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 06:19:57,368 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.40698, Head : 0.23409, Avg : 0.32053 + +2023-06-04 06:19:57,422 - testrun_e1726b98 - [INFO] - [Epoch 485]: Training Loss: 0.0011932, Valid MRR: 0.32299, + + + +2023-06-04 06:19:58,721 - testrun_e1726b98 - [INFO] - [E:486| 0]: Train Loss:0.0011693, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:22:05,724 - testrun_e1726b98 - [INFO] - [E:486| 100]: Train Loss:0.0011931, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:24:12,788 - testrun_e1726b98 - [INFO] - [E:486| 200]: Train Loss:0.0011912, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:26:19,771 - testrun_e1726b98 - [INFO] - [E:486| 300]: Train Loss:0.0011912, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:28:26,749 - testrun_e1726b98 - [INFO] - [E:486| 400]: Train Loss:0.0011921, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:30:34,094 - testrun_e1726b98 - [INFO] - [E:486| 500]: Train Loss:0.0011924, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:32:40,244 - testrun_e1726b98 - [INFO] - [E:486| 600]: Train Loss:0.0011929, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:32:40,314 - testrun_e1726b98 - [INFO] - [Epoch:486]: Training Loss:0.001193 + +2023-06-04 06:32:40,904 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 06:33:06,277 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 06:33:31,293 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.40695, Head : 0.23354, Avg : 0.32024 + +2023-06-04 06:33:31,357 - testrun_e1726b98 - [INFO] - [Epoch 486]: Training Loss: 0.0011929, Valid MRR: 0.32299, + + + +2023-06-04 06:33:32,718 - testrun_e1726b98 - [INFO] - [E:487| 0]: Train Loss:0.0012605, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:35:39,859 - testrun_e1726b98 - [INFO] - [E:487| 100]: Train Loss:0.0011946, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:37:21,428 - testrun_e1726b98 - [INFO] - [E:487| 200]: Train Loss:0.0011958, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:38:50,748 - testrun_e1726b98 - [INFO] - [E:487| 300]: Train Loss:0.0011945, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:40:56,905 - testrun_e1726b98 - [INFO] - [E:487| 400]: Train Loss:0.0011938, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:43:04,065 - testrun_e1726b98 - [INFO] - [E:487| 500]: Train Loss:0.0011932, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:45:10,423 - testrun_e1726b98 - [INFO] - [E:487| 600]: Train Loss:0.0011925, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:45:10,487 - testrun_e1726b98 - [INFO] - [Epoch:487]: Training Loss:0.001193 + +2023-06-04 06:45:11,091 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 06:45:36,501 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 06:46:01,530 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.40699, Head : 0.23391, Avg : 0.32045 + +2023-06-04 06:46:01,596 - testrun_e1726b98 - [INFO] - [Epoch 487]: Training Loss: 0.0011925, Valid MRR: 0.32299, + + + +2023-06-04 06:46:02,984 - testrun_e1726b98 - [INFO] - [E:488| 0]: Train Loss:0.0011805, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:48:10,212 - testrun_e1726b98 - [INFO] - [E:488| 100]: Train Loss:0.0011902, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:50:17,307 - testrun_e1726b98 - [INFO] - [E:488| 200]: Train Loss:0.0011903, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:52:24,343 - testrun_e1726b98 - [INFO] - [E:488| 300]: Train Loss:0.0011892, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:54:31,383 - testrun_e1726b98 - [INFO] - [E:488| 400]: Train Loss:0.0011909, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:56:38,329 - testrun_e1726b98 - [INFO] - [E:488| 500]: Train Loss:0.0011923, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:58:20,550 - testrun_e1726b98 - [INFO] - [E:488| 600]: Train Loss:0.0011926, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 06:58:20,623 - testrun_e1726b98 - [INFO] - [Epoch:488]: Training Loss:0.001193 + +2023-06-04 06:58:21,049 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 06:58:37,978 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 06:58:54,644 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.41044, Head : 0.23389, Avg : 0.32217 + +2023-06-04 06:58:54,700 - testrun_e1726b98 - [INFO] - [Epoch 488]: Training Loss: 0.0011926, Valid MRR: 0.32299, + + + +2023-06-04 06:58:55,737 - testrun_e1726b98 - [INFO] - [E:489| 0]: Train Loss:0.001186, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:00:36,642 - testrun_e1726b98 - [INFO] - [E:489| 100]: Train Loss:0.0011925, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:02:43,737 - testrun_e1726b98 - [INFO] - [E:489| 200]: Train Loss:0.0011929, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:04:50,776 - testrun_e1726b98 - [INFO] - [E:489| 300]: Train Loss:0.0011924, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:06:57,706 - testrun_e1726b98 - [INFO] - [E:489| 400]: Train Loss:0.0011929, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:09:04,849 - testrun_e1726b98 - [INFO] - [E:489| 500]: Train Loss:0.0011922, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:11:10,992 - testrun_e1726b98 - [INFO] - [E:489| 600]: Train Loss:0.0011924, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:11:11,058 - testrun_e1726b98 - [INFO] - [Epoch:489]: Training Loss:0.001192 + +2023-06-04 07:11:11,655 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 07:11:37,139 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 07:12:02,097 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.4066, Head : 0.23396, Avg : 0.32028 + MR: Tail : 231.66, Head : 730.89, Avg : 481.28 + Hit-1: Tail : 0.30536, Head : 0.18894, Avg : 0.24715 + Hit-3: Tail : 0.46166, Head : 0.23048, Avg : 0.34607 + Hit-10: Tail : 0.59544, Head : 0.31939, Avg : 0.45742 +2023-06-04 07:12:02,155 - testrun_e1726b98 - [INFO] - [Epoch 489]: Training Loss: 0.0011924, Valid MRR: 0.32299, + + + +2023-06-04 07:12:03,463 - testrun_e1726b98 - [INFO] - [E:490| 0]: Train Loss:0.0011693, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:14:10,499 - testrun_e1726b98 - [INFO] - [E:490| 100]: Train Loss:0.0011896, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:16:17,650 - testrun_e1726b98 - [INFO] - [E:490| 200]: Train Loss:0.0011885, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:18:24,898 - testrun_e1726b98 - [INFO] - [E:490| 300]: Train Loss:0.0011901, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:19:55,227 - testrun_e1726b98 - [INFO] - [E:490| 400]: Train Loss:0.0011906, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:21:33,901 - testrun_e1726b98 - [INFO] - [E:490| 500]: Train Loss:0.0011912, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:23:40,118 - testrun_e1726b98 - [INFO] - [E:490| 600]: Train Loss:0.001192, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:23:40,191 - testrun_e1726b98 - [INFO] - [Epoch:490]: Training Loss:0.001192 + +2023-06-04 07:23:40,718 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 07:24:06,280 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 07:24:31,268 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.40767, Head : 0.23372, Avg : 0.3207 + +2023-06-04 07:24:31,324 - testrun_e1726b98 - [INFO] - [Epoch 490]: Training Loss: 0.001192, Valid MRR: 0.32299, + + + +2023-06-04 07:24:32,623 - testrun_e1726b98 - [INFO] - [E:491| 0]: Train Loss:0.0011798, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:26:39,946 - testrun_e1726b98 - [INFO] - [E:491| 100]: Train Loss:0.0011911, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:28:47,082 - testrun_e1726b98 - [INFO] - [E:491| 200]: Train Loss:0.001191, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:30:54,351 - testrun_e1726b98 - [INFO] - [E:491| 300]: Train Loss:0.0011913, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:33:01,617 - testrun_e1726b98 - [INFO] - [E:491| 400]: Train Loss:0.0011918, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:35:08,797 - testrun_e1726b98 - [INFO] - [E:491| 500]: Train Loss:0.0011926, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:37:14,960 - testrun_e1726b98 - [INFO] - [E:491| 600]: Train Loss:0.001192, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:37:15,028 - testrun_e1726b98 - [INFO] - [Epoch:491]: Training Loss:0.001192 + +2023-06-04 07:37:15,585 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 07:37:40,938 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 07:38:06,019 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.40864, Head : 0.23441, Avg : 0.32152 + +2023-06-04 07:38:06,079 - testrun_e1726b98 - [INFO] - [Epoch 491]: Training Loss: 0.001192, Valid MRR: 0.32299, + + + +2023-06-04 07:38:07,466 - testrun_e1726b98 - [INFO] - [E:492| 0]: Train Loss:0.0012015, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:40:01,784 - testrun_e1726b98 - [INFO] - [E:492| 100]: Train Loss:0.001194, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:41:30,870 - testrun_e1726b98 - [INFO] - [E:492| 200]: Train Loss:0.0011929, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:43:23,473 - testrun_e1726b98 - [INFO] - [E:492| 300]: Train Loss:0.0011924, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:45:30,642 - testrun_e1726b98 - [INFO] - [E:492| 400]: Train Loss:0.0011923, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:47:37,845 - testrun_e1726b98 - [INFO] - [E:492| 500]: Train Loss:0.0011919, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:49:44,193 - testrun_e1726b98 - [INFO] - [E:492| 600]: Train Loss:0.0011915, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:49:44,276 - testrun_e1726b98 - [INFO] - [Epoch:492]: Training Loss:0.001191 + +2023-06-04 07:49:44,838 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 07:50:10,228 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 07:50:35,287 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.40653, Head : 0.23267, Avg : 0.3196 + +2023-06-04 07:50:35,398 - testrun_e1726b98 - [INFO] - [Epoch 492]: Training Loss: 0.0011915, Valid MRR: 0.32299, + + + +2023-06-04 07:50:36,809 - testrun_e1726b98 - [INFO] - [E:493| 0]: Train Loss:0.0012185, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:52:43,906 - testrun_e1726b98 - [INFO] - [E:493| 100]: Train Loss:0.0011918, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:54:50,812 - testrun_e1726b98 - [INFO] - [E:493| 200]: Train Loss:0.0011902, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:56:57,884 - testrun_e1726b98 - [INFO] - [E:493| 300]: Train Loss:0.0011907, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 07:59:04,878 - testrun_e1726b98 - [INFO] - [E:493| 400]: Train Loss:0.0011917, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:01:01,489 - testrun_e1726b98 - [INFO] - [E:493| 500]: Train Loss:0.001191, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:02:30,252 - testrun_e1726b98 - [INFO] - [E:493| 600]: Train Loss:0.0011917, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:02:30,331 - testrun_e1726b98 - [INFO] - [Epoch:493]: Training Loss:0.001192 + +2023-06-04 08:02:30,694 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 08:02:47,487 - testrun_e1726b98 - [INFO] - [Valid, Head_Batch Step 0] testrun_e1726b98 +2023-06-04 08:03:04,227 - testrun_e1726b98 - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.40823, Head : 0.23364, Avg : 0.32093 + +2023-06-04 08:03:04,303 - testrun_e1726b98 - [INFO] - [Epoch 493]: Training Loss: 0.0011917, Valid MRR: 0.32299, + + + +2023-06-04 08:03:05,195 - testrun_e1726b98 - [INFO] - [E:494| 0]: Train Loss:0.0011535, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:05:09,949 - testrun_e1726b98 - [INFO] - [E:494| 100]: Train Loss:0.0011933, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:07:16,969 - testrun_e1726b98 - [INFO] - [E:494| 200]: Train Loss:0.0011901, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:09:24,013 - testrun_e1726b98 - [INFO] - [E:494| 300]: Train Loss:0.0011896, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:11:31,618 - testrun_e1726b98 - [INFO] - [E:494| 400]: Train Loss:0.00119, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:13:39,337 - testrun_e1726b98 - [INFO] - [E:494| 500]: Train Loss:0.0011907, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:15:46,033 - testrun_e1726b98 - [INFO] - [E:494| 600]: Train Loss:0.001191, Val MRR:0.32299, testrun_e1726b98 +2023-06-04 08:15:46,556 - testrun_e1726b98 - [INFO] - [Epoch:494]: Training Loss:0.001191 + +2023-06-04 08:15:47,545 - testrun_e1726b98 - [INFO] - [Valid, Tail_Batch Step 0] testrun_e1726b98 +2023-06-04 08:16:13,475 - testrun_e172 \ No newline at end of file diff --git a/log/testrun_f0394b3c b/log/testrun_f0394b3c new file mode 100644 index 0000000..48f7ad9 --- /dev/null +++ b/log/testrun_f0394b3c @@ -0,0 +1 @@ +2023-05-17 06:47:48,537 - testrun_f0394b3c - [INFO] - {'dataset': 'icews14', 'name': 'testrun_f0394b3c', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/testrun_f42f568c b/log/testrun_f42f568c new file mode 100644 index 0000000..b241c2c --- /dev/null +++ b/log/testrun_f42f568c @@ -0,0 +1 @@ +2023-05-30 17:55:52,461 - testrun_f42f568c - [INFO] - {'dataset': 'wikidata12k', 'name': 'testrun_f42f568c', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} diff --git a/log/testrun_fdb0e82c b/log/testrun_fdb0e82c new file mode 100644 index 0000000..15b8a5b --- /dev/null +++ b/log/testrun_fdb0e82c @@ -0,0 +1 @@ +2023-05-17 06:39:01,301 - testrun_fdb0e82c - [INFO] - {'dataset': 'icews14', 'name': 'testrun_fdb0e82c', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': True} diff --git a/log/wikidata12k b/log/wikidata12k new file mode 100644 index 0000000..37cdd10 --- /dev/null +++ b/log/wikidata12k @@ -0,0 +1,1116 @@ +2023-05-06 08:38:26,841 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +2023-05-06 08:38:37,550 - wikidata12k - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, wikidata12k +2023-05-06 08:40:16,077 - wikidata12k - [INFO] - [E:0| 100]: Train Loss:0.36818, Val MRR:0.0, wikidata12k +2023-05-06 08:41:42,399 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '3', 'train_strategy': 'one_to_x', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +2023-05-06 08:41:55,608 - wikidata12k - [INFO] - [E:0| 0]: Train Loss:0.69843, Val MRR:0.0, wikidata12k +2023-05-06 08:44:00,988 - wikidata12k - [INFO] - [E:0| 100]: Train Loss:0.38415, Val MRR:0.0, wikidata12k +2023-05-06 08:46:06,496 - wikidata12k - [INFO] - [E:0| 200]: Train Loss:0.25601, Val MRR:0.0, wikidata12k +2023-05-06 08:48:12,376 - wikidata12k - [INFO] - [E:0| 300]: Train Loss:0.19192, Val MRR:0.0, wikidata12k +2023-05-06 08:50:03,581 - wikidata12k - [INFO] - [E:0| 400]: Train Loss:0.15386, Val MRR:0.0, wikidata12k +2023-05-06 08:52:09,033 - wikidata12k - [INFO] - [E:0| 500]: Train Loss:0.1287, Val MRR:0.0, wikidata12k +2023-05-06 08:54:14,636 - wikidata12k - [INFO] - [E:0| 600]: Train Loss:0.11084, Val MRR:0.0, wikidata12k +2023-05-06 08:56:19,204 - wikidata12k - [INFO] - [E:0| 700]: Train Loss:0.097513, Val MRR:0.0, wikidata12k +2023-05-06 08:58:09,969 - wikidata12k - [INFO] - [E:0| 800]: Train Loss:0.087186, Val MRR:0.0, wikidata12k +2023-05-06 09:00:15,685 - wikidata12k - [INFO] - [E:0| 900]: Train Loss:0.078949, Val MRR:0.0, wikidata12k +2023-05-06 09:02:21,479 - wikidata12k - [INFO] - [E:0| 1000]: Train Loss:0.072226, Val MRR:0.0, wikidata12k +2023-05-06 09:04:27,402 - wikidata12k - [INFO] - [E:0| 1100]: Train Loss:0.066637, Val MRR:0.0, wikidata12k +2023-05-06 09:06:20,590 - wikidata12k - [INFO] - [E:0| 1200]: Train Loss:0.061915, Val MRR:0.0, wikidata12k +2023-05-06 09:08:25,868 - wikidata12k - [INFO] - [E:0| 1300]: Train Loss:0.057877, Val MRR:0.0, wikidata12k +2023-05-06 09:10:31,851 - wikidata12k - [INFO] - [E:0| 1400]: Train Loss:0.054381, Val MRR:0.0, wikidata12k +2023-05-06 09:12:38,025 - wikidata12k - [INFO] - [E:0| 1500]: Train Loss:0.051327, Val MRR:0.0, wikidata12k +2023-05-06 09:14:42,515 - wikidata12k - [INFO] - [E:0| 1600]: Train Loss:0.048637, Val MRR:0.0, wikidata12k +2023-05-06 09:16:35,502 - wikidata12k - [INFO] - [E:0| 1700]: Train Loss:0.046249, Val MRR:0.0, wikidata12k +2023-05-06 09:18:41,591 - wikidata12k - [INFO] - [E:0| 1800]: Train Loss:0.044114, Val MRR:0.0, wikidata12k +2023-05-06 09:20:46,918 - wikidata12k - [INFO] - [E:0| 1900]: Train Loss:0.042196, Val MRR:0.0, wikidata12k +2023-05-06 09:22:52,928 - wikidata12k - [INFO] - [E:0| 2000]: Train Loss:0.040462, Val MRR:0.0, wikidata12k +2023-05-06 09:24:44,959 - wikidata12k - [INFO] - [E:0| 2100]: Train Loss:0.038887, Val MRR:0.0, wikidata12k +2023-05-06 09:26:50,564 - wikidata12k - [INFO] - [E:0| 2200]: Train Loss:0.037452, Val MRR:0.0, wikidata12k +2023-05-06 09:28:55,988 - wikidata12k - [INFO] - [E:0| 2300]: Train Loss:0.036137, Val MRR:0.0, wikidata12k +2023-05-06 09:31:01,418 - wikidata12k - [INFO] - [E:0| 2400]: Train Loss:0.03493, Val MRR:0.0, wikidata12k +2023-05-06 09:32:53,330 - wikidata12k - [INFO] - [E:0| 2500]: Train Loss:0.033815, Val MRR:0.0, wikidata12k +2023-05-06 09:34:59,654 - wikidata12k - [INFO] - [E:0| 2600]: Train Loss:0.032784, Val MRR:0.0, wikidata12k +2023-05-06 09:37:05,460 - wikidata12k - [INFO] - [E:0| 2700]: Train Loss:0.031827, Val MRR:0.0, wikidata12k +2023-05-06 09:39:11,323 - wikidata12k - [INFO] - [E:0| 2800]: Train Loss:0.030937, Val MRR:0.0, wikidata12k +2023-05-06 09:41:02,324 - wikidata12k - [INFO] - [E:0| 2900]: Train Loss:0.030106, Val MRR:0.0, wikidata12k +2023-05-06 09:43:07,972 - wikidata12k - [INFO] - [E:0| 3000]: Train Loss:0.029329, Val MRR:0.0, wikidata12k +2023-05-06 09:45:11,926 - wikidata12k - [INFO] - [E:0| 3100]: Train Loss:0.028601, Val MRR:0.0, wikidata12k +2023-05-06 09:47:04,497 - wikidata12k - [INFO] - [E:0| 3200]: Train Loss:0.027918, Val MRR:0.0, wikidata12k +2023-05-06 09:48:53,405 - wikidata12k - [INFO] - [E:0| 3300]: Train Loss:0.027274, Val MRR:0.0, wikidata12k +2023-05-06 09:50:55,538 - wikidata12k - [INFO] - [E:0| 3400]: Train Loss:0.026666, Val MRR:0.0, wikidata12k +2023-05-06 09:53:02,734 - wikidata12k - [INFO] - [E:0| 3500]: Train Loss:0.026092, Val MRR:0.0, wikidata12k +2023-05-06 09:55:08,460 - wikidata12k - [INFO] - [E:0| 3600]: Train Loss:0.025549, Val MRR:0.0, wikidata12k +2023-05-06 09:57:14,307 - wikidata12k - [INFO] - [E:0| 3700]: Train Loss:0.025033, Val MRR:0.0, wikidata12k +2023-05-06 09:59:04,769 - wikidata12k - [INFO] - [E:0| 3800]: Train Loss:0.024543, Val MRR:0.0, wikidata12k +2023-05-06 10:01:10,559 - wikidata12k - [INFO] - [E:0| 3900]: Train Loss:0.024077, Val MRR:0.0, wikidata12k +2023-05-06 10:02:02,921 - wikidata12k - [INFO] - [Epoch:0]: Training Loss:0.02389 + +2023-05-06 10:02:03,338 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 10:02:41,529 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 10:03:03,389 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 10:03:41,884 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 10:04:03,729 - wikidata12k - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.17247, Head : 0.01138, Avg : 0.09193 + +2023-05-06 10:04:04,731 - wikidata12k - [INFO] - [Epoch 0]: Training Loss: 0.023888, Valid MRR: 0.09193, + + + +2023-05-06 10:04:05,852 - wikidata12k - [INFO] - [E:1| 0]: Train Loss:0.0062049, Val MRR:0.09193, wikidata12k +2023-05-06 10:06:06,762 - wikidata12k - [INFO] - [E:1| 100]: Train Loss:0.0063195, Val MRR:0.09193, wikidata12k +2023-05-06 10:08:01,287 - wikidata12k - [INFO] - [E:1| 200]: Train Loss:0.0062903, Val MRR:0.09193, wikidata12k +2023-05-06 10:10:07,033 - wikidata12k - [INFO] - [E:1| 300]: Train Loss:0.0062679, Val MRR:0.09193, wikidata12k +2023-05-06 10:12:12,624 - wikidata12k - [INFO] - [E:1| 400]: Train Loss:0.0062467, Val MRR:0.09193, wikidata12k +2023-05-06 10:14:17,128 - wikidata12k - [INFO] - [E:1| 500]: Train Loss:0.0062264, Val MRR:0.09193, wikidata12k +2023-05-06 10:16:07,430 - wikidata12k - [INFO] - [E:1| 600]: Train Loss:0.0062055, Val MRR:0.09193, wikidata12k +2023-05-06 10:18:12,943 - wikidata12k - [INFO] - [E:1| 700]: Train Loss:0.0061881, Val MRR:0.09193, wikidata12k +2023-05-06 10:20:18,884 - wikidata12k - [INFO] - [E:1| 800]: Train Loss:0.0061652, Val MRR:0.09193, wikidata12k +2023-05-06 10:22:24,423 - wikidata12k - [INFO] - [E:1| 900]: Train Loss:0.0061459, Val MRR:0.09193, wikidata12k +2023-05-06 10:24:16,160 - wikidata12k - [INFO] - [E:1| 1000]: Train Loss:0.0061277, Val MRR:0.09193, wikidata12k +2023-05-06 10:26:22,552 - wikidata12k - [INFO] - [E:1| 1100]: Train Loss:0.0061055, Val MRR:0.09193, wikidata12k +2023-05-06 10:28:28,389 - wikidata12k - [INFO] - [E:1| 1200]: Train Loss:0.0060841, Val MRR:0.09193, wikidata12k +2023-05-06 10:30:34,052 - wikidata12k - [INFO] - [E:1| 1300]: Train Loss:0.0060627, Val MRR:0.09193, wikidata12k +2023-05-06 10:32:24,667 - wikidata12k - [INFO] - [E:1| 1400]: Train Loss:0.006038, Val MRR:0.09193, wikidata12k +2023-05-06 10:34:30,310 - wikidata12k - [INFO] - [E:1| 1500]: Train Loss:0.0060152, Val MRR:0.09193, wikidata12k +2023-05-06 10:36:36,487 - wikidata12k - [INFO] - [E:1| 1600]: Train Loss:0.0059926, Val MRR:0.09193, wikidata12k +2023-05-06 10:38:42,194 - wikidata12k - [INFO] - [E:1| 1700]: Train Loss:0.0059693, Val MRR:0.09193, wikidata12k +2023-05-06 10:40:41,051 - wikidata12k - [INFO] - [E:1| 1800]: Train Loss:0.0059458, Val MRR:0.09193, wikidata12k +2023-05-06 10:42:40,359 - wikidata12k - [INFO] - [E:1| 1900]: Train Loss:0.0059242, Val MRR:0.09193, wikidata12k +2023-05-06 10:44:45,748 - wikidata12k - [INFO] - [E:1| 2000]: Train Loss:0.005903, Val MRR:0.09193, wikidata12k +2023-05-06 10:46:50,999 - wikidata12k - [INFO] - [E:1| 2100]: Train Loss:0.0058796, Val MRR:0.09193, wikidata12k +2023-05-06 10:48:56,241 - wikidata12k - [INFO] - [E:1| 2200]: Train Loss:0.0058572, Val MRR:0.09193, wikidata12k +2023-05-06 10:50:47,638 - wikidata12k - [INFO] - [E:1| 2300]: Train Loss:0.0058349, Val MRR:0.09193, wikidata12k +2023-05-06 10:52:53,368 - wikidata12k - [INFO] - [E:1| 2400]: Train Loss:0.0058123, Val MRR:0.09193, wikidata12k +2023-05-06 10:54:59,234 - wikidata12k - [INFO] - [E:1| 2500]: Train Loss:0.0057887, Val MRR:0.09193, wikidata12k +2023-05-06 10:57:05,070 - wikidata12k - [INFO] - [E:1| 2600]: Train Loss:0.0057664, Val MRR:0.09193, wikidata12k +2023-05-06 10:58:55,418 - wikidata12k - [INFO] - [E:1| 2700]: Train Loss:0.0057436, Val MRR:0.09193, wikidata12k +2023-05-06 11:01:01,236 - wikidata12k - [INFO] - [E:1| 2800]: Train Loss:0.0057204, Val MRR:0.09193, wikidata12k +2023-05-06 11:03:06,442 - wikidata12k - [INFO] - [E:1| 2900]: Train Loss:0.0056984, Val MRR:0.09193, wikidata12k +2023-05-06 11:05:11,682 - wikidata12k - [INFO] - [E:1| 3000]: Train Loss:0.0056751, Val MRR:0.09193, wikidata12k +2023-05-06 11:07:02,884 - wikidata12k - [INFO] - [E:1| 3100]: Train Loss:0.0056521, Val MRR:0.09193, wikidata12k +2023-05-06 11:09:08,174 - wikidata12k - [INFO] - [E:1| 3200]: Train Loss:0.0056294, Val MRR:0.09193, wikidata12k +2023-05-06 11:11:13,921 - wikidata12k - [INFO] - [E:1| 3300]: Train Loss:0.0056056, Val MRR:0.09193, wikidata12k +2023-05-06 11:13:19,522 - wikidata12k - [INFO] - [E:1| 3400]: Train Loss:0.0055829, Val MRR:0.09193, wikidata12k +2023-05-06 11:15:14,230 - wikidata12k - [INFO] - [E:1| 3500]: Train Loss:0.0055602, Val MRR:0.09193, wikidata12k +2023-05-06 11:17:06,422 - wikidata12k - [INFO] - [E:1| 3600]: Train Loss:0.0055376, Val MRR:0.09193, wikidata12k +2023-05-06 11:19:02,633 - wikidata12k - [INFO] - [E:1| 3700]: Train Loss:0.0055147, Val MRR:0.09193, wikidata12k +2023-05-06 11:21:08,735 - wikidata12k - [INFO] - [E:1| 3800]: Train Loss:0.0054916, Val MRR:0.09193, wikidata12k +2023-05-06 11:23:09,854 - wikidata12k - [INFO] - [E:1| 3900]: Train Loss:0.0054684, Val MRR:0.09193, wikidata12k +2023-05-06 11:23:53,083 - wikidata12k - [INFO] - [Epoch:1]: Training Loss:0.005459 + +2023-05-06 11:23:53,349 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 11:24:31,701 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 11:24:54,090 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 11:25:32,225 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 11:25:54,199 - wikidata12k - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.38569, Head : 0.12248, Avg : 0.25408 + +2023-05-06 11:25:55,254 - wikidata12k - [INFO] - [Epoch 1]: Training Loss: 0.005459, Valid MRR: 0.25408, + + + +2023-05-06 11:25:56,514 - wikidata12k - [INFO] - [E:2| 0]: Train Loss:0.0044401, Val MRR:0.25408, wikidata12k +2023-05-06 11:28:03,155 - wikidata12k - [INFO] - [E:2| 100]: Train Loss:0.0044659, Val MRR:0.25408, wikidata12k +2023-05-06 11:30:08,393 - wikidata12k - [INFO] - [E:2| 200]: Train Loss:0.0044342, Val MRR:0.25408, wikidata12k +2023-05-06 11:32:01,260 - wikidata12k - [INFO] - [E:2| 300]: Train Loss:0.0044133, Val MRR:0.25408, wikidata12k +2023-05-06 11:34:06,010 - wikidata12k - [INFO] - [E:2| 400]: Train Loss:0.00439, Val MRR:0.25408, wikidata12k +2023-05-06 11:36:11,864 - wikidata12k - [INFO] - [E:2| 500]: Train Loss:0.0043598, Val MRR:0.25408, wikidata12k +2023-05-06 11:38:16,405 - wikidata12k - [INFO] - [E:2| 600]: Train Loss:0.0043286, Val MRR:0.25408, wikidata12k +2023-05-06 11:40:21,058 - wikidata12k - [INFO] - [E:2| 700]: Train Loss:0.0042981, Val MRR:0.25408, wikidata12k +2023-05-06 11:42:13,124 - wikidata12k - [INFO] - [E:2| 800]: Train Loss:0.0042687, Val MRR:0.25408, wikidata12k +2023-05-06 11:44:19,047 - wikidata12k - [INFO] - [E:2| 900]: Train Loss:0.0042391, Val MRR:0.25408, wikidata12k +2023-05-06 11:46:24,455 - wikidata12k - [INFO] - [E:2| 1000]: Train Loss:0.0042091, Val MRR:0.25408, wikidata12k +2023-05-06 11:48:30,230 - wikidata12k - [INFO] - [E:2| 1100]: Train Loss:0.0041778, Val MRR:0.25408, wikidata12k +2023-05-06 11:50:21,953 - wikidata12k - [INFO] - [E:2| 1200]: Train Loss:0.004147, Val MRR:0.25408, wikidata12k +2023-05-06 11:52:27,852 - wikidata12k - [INFO] - [E:2| 1300]: Train Loss:0.004118, Val MRR:0.25408, wikidata12k +2023-05-06 11:54:33,784 - wikidata12k - [INFO] - [E:2| 1400]: Train Loss:0.0040862, Val MRR:0.25408, wikidata12k +2023-05-06 11:56:39,473 - wikidata12k - [INFO] - [E:2| 1500]: Train Loss:0.0040563, Val MRR:0.25408, wikidata12k +2023-05-06 11:58:31,096 - wikidata12k - [INFO] - [E:2| 1600]: Train Loss:0.0040286, Val MRR:0.25408, wikidata12k +2023-05-06 12:00:36,190 - wikidata12k - [INFO] - [E:2| 1700]: Train Loss:0.0040004, Val MRR:0.25408, wikidata12k +2023-05-06 12:02:42,048 - wikidata12k - [INFO] - [E:2| 1800]: Train Loss:0.0039716, Val MRR:0.25408, wikidata12k +2023-05-06 12:04:47,538 - wikidata12k - [INFO] - [E:2| 1900]: Train Loss:0.0039437, Val MRR:0.25408, wikidata12k +2023-05-06 12:06:39,315 - wikidata12k - [INFO] - [E:2| 2000]: Train Loss:0.0039161, Val MRR:0.25408, wikidata12k +2023-05-06 12:08:44,932 - wikidata12k - [INFO] - [E:2| 2100]: Train Loss:0.003888, Val MRR:0.25408, wikidata12k +2023-05-06 12:10:50,644 - wikidata12k - [INFO] - [E:2| 2200]: Train Loss:0.003862, Val MRR:0.25408, wikidata12k +2023-05-06 12:12:56,450 - wikidata12k - [INFO] - [E:2| 2300]: Train Loss:0.0038366, Val MRR:0.25408, wikidata12k +2023-05-06 12:14:55,713 - wikidata12k - [INFO] - [E:2| 2400]: Train Loss:0.0038108, Val MRR:0.25408, wikidata12k +2023-05-06 12:16:53,395 - wikidata12k - [INFO] - [E:2| 2500]: Train Loss:0.0037852, Val MRR:0.25408, wikidata12k +2023-05-06 12:18:59,077 - wikidata12k - [INFO] - [E:2| 2600]: Train Loss:0.0037614, Val MRR:0.25408, wikidata12k +2023-05-06 12:21:04,450 - wikidata12k - [INFO] - [E:2| 2700]: Train Loss:0.0037387, Val MRR:0.25408, wikidata12k +2023-05-06 12:23:09,955 - wikidata12k - [INFO] - [E:2| 2800]: Train Loss:0.0037152, Val MRR:0.25408, wikidata12k +2023-05-06 12:25:00,372 - wikidata12k - [INFO] - [E:2| 2900]: Train Loss:0.0036921, Val MRR:0.25408, wikidata12k +2023-05-06 12:27:04,978 - wikidata12k - [INFO] - [E:2| 3000]: Train Loss:0.0036691, Val MRR:0.25408, wikidata12k +2023-05-06 12:29:10,325 - wikidata12k - [INFO] - [E:2| 3100]: Train Loss:0.0036472, Val MRR:0.25408, wikidata12k +2023-05-06 12:31:15,886 - wikidata12k - [INFO] - [E:2| 3200]: Train Loss:0.0036265, Val MRR:0.25408, wikidata12k +2023-05-06 12:33:07,576 - wikidata12k - [INFO] - [E:2| 3300]: Train Loss:0.0036057, Val MRR:0.25408, wikidata12k +2023-05-06 12:35:12,048 - wikidata12k - [INFO] - [E:2| 3400]: Train Loss:0.003585, Val MRR:0.25408, wikidata12k +2023-05-06 12:37:18,052 - wikidata12k - [INFO] - [E:2| 3500]: Train Loss:0.0035642, Val MRR:0.25408, wikidata12k +2023-05-06 12:39:23,637 - wikidata12k - [INFO] - [E:2| 3600]: Train Loss:0.0035449, Val MRR:0.25408, wikidata12k +2023-05-06 12:41:15,530 - wikidata12k - [INFO] - [E:2| 3700]: Train Loss:0.0035277, Val MRR:0.25408, wikidata12k +2023-05-06 12:43:21,240 - wikidata12k - [INFO] - [E:2| 3800]: Train Loss:0.0035099, Val MRR:0.25408, wikidata12k +2023-05-06 12:45:27,348 - wikidata12k - [INFO] - [E:2| 3900]: Train Loss:0.0034922, Val MRR:0.25408, wikidata12k +2023-05-06 12:46:19,636 - wikidata12k - [INFO] - [Epoch:2]: Training Loss:0.003485 + +2023-05-06 12:46:19,902 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 12:46:56,963 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 12:47:18,749 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 12:47:55,594 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 12:48:16,904 - wikidata12k - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.43897, Head : 0.2092, Avg : 0.32409 + +2023-05-06 12:48:18,100 - wikidata12k - [INFO] - [Epoch 2]: Training Loss: 0.0034846, Valid MRR: 0.32409, + + + +2023-05-06 12:48:19,114 - wikidata12k - [INFO] - [E:3| 0]: Train Loss:0.003084, Val MRR:0.32409, wikidata12k +2023-05-06 12:50:05,368 - wikidata12k - [INFO] - [E:3| 100]: Train Loss:0.0027641, Val MRR:0.32409, wikidata12k +2023-05-06 12:52:10,525 - wikidata12k - [INFO] - [E:3| 200]: Train Loss:0.0027512, Val MRR:0.32409, wikidata12k +2023-05-06 12:54:16,318 - wikidata12k - [INFO] - [E:3| 300]: Train Loss:0.0027487, Val MRR:0.32409, wikidata12k +2023-05-06 12:56:21,521 - wikidata12k - [INFO] - [E:3| 400]: Train Loss:0.0027438, Val MRR:0.32409, wikidata12k +2023-05-06 12:58:13,194 - wikidata12k - [INFO] - [E:3| 500]: Train Loss:0.0027439, Val MRR:0.32409, wikidata12k +2023-05-06 13:00:18,422 - wikidata12k - [INFO] - [E:3| 600]: Train Loss:0.0027372, Val MRR:0.32409, wikidata12k +2023-05-06 13:02:23,963 - wikidata12k - [INFO] - [E:3| 700]: Train Loss:0.0027297, Val MRR:0.32409, wikidata12k +2023-05-06 13:04:30,543 - wikidata12k - [INFO] - [E:3| 800]: Train Loss:0.0027182, Val MRR:0.32409, wikidata12k +2023-05-06 13:06:23,069 - wikidata12k - [INFO] - [E:3| 900]: Train Loss:0.0027104, Val MRR:0.32409, wikidata12k +2023-05-06 13:08:27,801 - wikidata12k - [INFO] - [E:3| 1000]: Train Loss:0.0027054, Val MRR:0.32409, wikidata12k +2023-05-06 13:10:33,320 - wikidata12k - [INFO] - [E:3| 1100]: Train Loss:0.0026982, Val MRR:0.32409, wikidata12k +2023-05-06 13:12:38,418 - wikidata12k - [INFO] - [E:3| 1200]: Train Loss:0.0026888, Val MRR:0.32409, wikidata12k +2023-05-06 13:14:42,787 - wikidata12k - [INFO] - [E:3| 1300]: Train Loss:0.0026819, Val MRR:0.32409, wikidata12k +2023-05-06 13:16:35,824 - wikidata12k - [INFO] - [E:3| 1400]: Train Loss:0.0026732, Val MRR:0.32409, wikidata12k +2023-05-06 13:18:41,495 - wikidata12k - [INFO] - [E:3| 1500]: Train Loss:0.0026656, Val MRR:0.32409, wikidata12k +2023-05-06 13:20:46,863 - wikidata12k - [INFO] - [E:3| 1600]: Train Loss:0.0026598, Val MRR:0.32409, wikidata12k +2023-05-06 13:22:52,753 - wikidata12k - [INFO] - [E:3| 1700]: Train Loss:0.002655, Val MRR:0.32409, wikidata12k +2023-05-06 13:24:44,420 - wikidata12k - [INFO] - [E:3| 1800]: Train Loss:0.0026501, Val MRR:0.32409, wikidata12k +2023-05-06 13:26:50,116 - wikidata12k - [INFO] - [E:3| 1900]: Train Loss:0.0026447, Val MRR:0.32409, wikidata12k +2023-05-06 13:28:55,538 - wikidata12k - [INFO] - [E:3| 2000]: Train Loss:0.0026383, Val MRR:0.32409, wikidata12k +2023-05-06 13:31:01,057 - wikidata12k - [INFO] - [E:3| 2100]: Train Loss:0.0026313, Val MRR:0.32409, wikidata12k +2023-05-06 13:32:52,360 - wikidata12k - [INFO] - [E:3| 2200]: Train Loss:0.0026247, Val MRR:0.32409, wikidata12k +2023-05-06 13:34:57,935 - wikidata12k - [INFO] - [E:3| 2300]: Train Loss:0.0026191, Val MRR:0.32409, wikidata12k +2023-05-06 13:37:03,445 - wikidata12k - [INFO] - [E:3| 2400]: Train Loss:0.0026118, Val MRR:0.32409, wikidata12k +2023-05-06 13:39:09,149 - wikidata12k - [INFO] - [E:3| 2500]: Train Loss:0.0026066, Val MRR:0.32409, wikidata12k +2023-05-06 13:40:59,973 - wikidata12k - [INFO] - [E:3| 2600]: Train Loss:0.0026002, Val MRR:0.32409, wikidata12k +2023-05-06 13:43:05,649 - wikidata12k - [INFO] - [E:3| 2700]: Train Loss:0.0025944, Val MRR:0.32409, wikidata12k +2023-05-06 13:45:11,174 - wikidata12k - [INFO] - [E:3| 2800]: Train Loss:0.0025885, Val MRR:0.32409, wikidata12k +2023-05-06 13:47:17,144 - wikidata12k - [INFO] - [E:3| 2900]: Train Loss:0.0025828, Val MRR:0.32409, wikidata12k +2023-05-06 13:49:14,377 - wikidata12k - [INFO] - [E:3| 3000]: Train Loss:0.0025781, Val MRR:0.32409, wikidata12k +2023-05-06 13:51:14,784 - wikidata12k - [INFO] - [E:3| 3100]: Train Loss:0.002573, Val MRR:0.32409, wikidata12k +2023-05-06 13:53:20,551 - wikidata12k - [INFO] - [E:3| 3200]: Train Loss:0.0025682, Val MRR:0.32409, wikidata12k +2023-05-06 13:55:26,083 - wikidata12k - [INFO] - [E:3| 3300]: Train Loss:0.0025628, Val MRR:0.32409, wikidata12k +2023-05-06 13:57:31,645 - wikidata12k - [INFO] - [E:3| 3400]: Train Loss:0.0025565, Val MRR:0.32409, wikidata12k +2023-05-06 13:59:23,603 - wikidata12k - [INFO] - [E:3| 3500]: Train Loss:0.0025516, Val MRR:0.32409, wikidata12k +2023-05-06 14:01:29,735 - wikidata12k - [INFO] - [E:3| 3600]: Train Loss:0.0025467, Val MRR:0.32409, wikidata12k +2023-05-06 14:03:35,131 - wikidata12k - [INFO] - [E:3| 3700]: Train Loss:0.0025418, Val MRR:0.32409, wikidata12k +2023-05-06 14:05:41,183 - wikidata12k - [INFO] - [E:3| 3800]: Train Loss:0.0025373, Val MRR:0.32409, wikidata12k +2023-05-06 14:07:32,957 - wikidata12k - [INFO] - [E:3| 3900]: Train Loss:0.0025325, Val MRR:0.32409, wikidata12k +2023-05-06 14:08:25,826 - wikidata12k - [INFO] - [Epoch:3]: Training Loss:0.002531 + +2023-05-06 14:08:26,351 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 14:09:04,796 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 14:09:27,292 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 14:10:05,840 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 14:10:27,665 - wikidata12k - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.45995, Head : 0.29954, Avg : 0.37975 + +2023-05-06 14:10:28,990 - wikidata12k - [INFO] - [Epoch 3]: Training Loss: 0.0025305, Valid MRR: 0.37975, + + + +2023-05-06 14:10:30,004 - wikidata12k - [INFO] - [E:4| 0]: Train Loss:0.0022724, Val MRR:0.37975, wikidata12k +2023-05-06 14:12:35,579 - wikidata12k - [INFO] - [E:4| 100]: Train Loss:0.0023295, Val MRR:0.37975, wikidata12k +2023-05-06 14:14:15,115 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-06 14:14:26,963 - wikidata12k - [INFO] - [Test, Tail_Batch Step 0] wikidata12k +2023-05-06 14:14:41,436 - wikidata12k - [INFO] - [E:4| 200]: Train Loss:0.0023096, Val MRR:0.37975, wikidata12k +2023-05-06 14:15:05,140 - wikidata12k - [INFO] - [Test, Tail_Batch Step 100] wikidata12k +2023-05-06 14:15:17,741 - wikidata12k - [INFO] - [Test, Head_Batch Step 0] wikidata12k +2023-05-06 14:15:48,718 - wikidata12k - [INFO] - [Test, Head_Batch Step 100] wikidata12k +2023-05-06 14:16:07,651 - wikidata12k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.42277, Head : 0.2658, Avg : 0.34428 + MR: Tail : 287.65, Head : 641.2, Avg : 464.43 + Hit-1: Tail : 0.33325, Head : 0.20232, Avg : 0.26779 + Hit-3: Tail : 0.47055, Head : 0.28872, Avg : 0.37964 + Hit-10: Tail : 0.57937, Head : 0.3867, Avg : 0.48303 +2023-05-06 14:16:33,294 - wikidata12k - [INFO] - [E:4| 300]: Train Loss:0.0023037, Val MRR:0.37975, wikidata12k +2023-05-06 14:18:28,249 - wikidata12k - [INFO] - [E:4| 400]: Train Loss:0.0022967, Val MRR:0.37975, wikidata12k +2023-05-06 14:20:25,819 - wikidata12k - [INFO] - [E:4| 500]: Train Loss:0.0022954, Val MRR:0.37975, wikidata12k +2023-05-06 14:22:31,497 - wikidata12k - [INFO] - [E:4| 600]: Train Loss:0.0022897, Val MRR:0.37975, wikidata12k +2023-05-06 14:24:21,996 - wikidata12k - [INFO] - [E:4| 700]: Train Loss:0.0022871, Val MRR:0.37975, wikidata12k +2023-05-06 14:26:27,528 - wikidata12k - [INFO] - [E:4| 800]: Train Loss:0.0022865, Val MRR:0.37975, wikidata12k +2023-05-06 14:28:33,598 - wikidata12k - [INFO] - [E:4| 900]: Train Loss:0.0022824, Val MRR:0.37975, wikidata12k +2023-05-06 14:30:39,112 - wikidata12k - [INFO] - [E:4| 1000]: Train Loss:0.0022804, Val MRR:0.37975, wikidata12k +2023-05-06 14:32:31,000 - wikidata12k - [INFO] - [E:4| 1100]: Train Loss:0.0022816, Val MRR:0.37975, wikidata12k +2023-05-06 14:34:36,735 - wikidata12k - [INFO] - [E:4| 1200]: Train Loss:0.0022763, Val MRR:0.37975, wikidata12k +2023-05-06 14:36:42,514 - wikidata12k - [INFO] - [E:4| 1300]: Train Loss:0.0022741, Val MRR:0.37975, wikidata12k +2023-05-06 14:38:49,139 - wikidata12k - [INFO] - [E:4| 1400]: Train Loss:0.0022712, Val MRR:0.37975, wikidata12k +2023-05-06 14:40:45,844 - wikidata12k - [INFO] - [E:4| 1500]: Train Loss:0.0022678, Val MRR:0.37975, wikidata12k +2023-05-06 14:42:46,452 - wikidata12k - [INFO] - [E:4| 1600]: Train Loss:0.0022638, Val MRR:0.37975, wikidata12k +2023-05-06 14:44:52,042 - wikidata12k - [INFO] - [E:4| 1700]: Train Loss:0.0022596, Val MRR:0.37975, wikidata12k +2023-05-06 14:46:57,004 - wikidata12k - [INFO] - [E:4| 1800]: Train Loss:0.002258, Val MRR:0.37975, wikidata12k +2023-05-06 14:49:02,659 - wikidata12k - [INFO] - [E:4| 1900]: Train Loss:0.0022545, Val MRR:0.37975, wikidata12k +2023-05-06 14:50:53,943 - wikidata12k - [INFO] - [E:4| 2000]: Train Loss:0.0022518, Val MRR:0.37975, wikidata12k +2023-05-06 14:53:00,050 - wikidata12k - [INFO] - [E:4| 2100]: Train Loss:0.002249, Val MRR:0.37975, wikidata12k +2023-05-06 14:55:05,445 - wikidata12k - [INFO] - [E:4| 2200]: Train Loss:0.0022456, Val MRR:0.37975, wikidata12k +2023-05-06 14:57:11,304 - wikidata12k - [INFO] - [E:4| 2300]: Train Loss:0.0022426, Val MRR:0.37975, wikidata12k +2023-05-06 14:59:02,801 - wikidata12k - [INFO] - [E:4| 2400]: Train Loss:0.002239, Val MRR:0.37975, wikidata12k +2023-05-06 15:01:08,427 - wikidata12k - [INFO] - [E:4| 2500]: Train Loss:0.0022361, Val MRR:0.37975, wikidata12k +2023-05-06 15:03:14,497 - wikidata12k - [INFO] - [E:4| 2600]: Train Loss:0.0022336, Val MRR:0.37975, wikidata12k +2023-05-06 15:05:19,918 - wikidata12k - [INFO] - [E:4| 2700]: Train Loss:0.0022304, Val MRR:0.37975, wikidata12k +2023-05-06 15:07:11,227 - wikidata12k - [INFO] - [E:4| 2800]: Train Loss:0.002228, Val MRR:0.37975, wikidata12k +2023-05-06 15:09:16,614 - wikidata12k - [INFO] - [E:4| 2900]: Train Loss:0.0022259, Val MRR:0.37975, wikidata12k +2023-05-06 15:11:21,936 - wikidata12k - [INFO] - [E:4| 3000]: Train Loss:0.0022234, Val MRR:0.37975, wikidata12k +2023-05-06 15:13:27,205 - wikidata12k - [INFO] - [E:4| 3100]: Train Loss:0.0022209, Val MRR:0.37975, wikidata12k +2023-05-06 15:15:17,210 - wikidata12k - [INFO] - [E:4| 3200]: Train Loss:0.0022177, Val MRR:0.37975, wikidata12k +2023-05-06 15:17:23,193 - wikidata12k - [INFO] - [E:4| 3300]: Train Loss:0.0022155, Val MRR:0.37975, wikidata12k +2023-05-06 15:19:29,004 - wikidata12k - [INFO] - [E:4| 3400]: Train Loss:0.0022135, Val MRR:0.37975, wikidata12k +2023-05-06 15:21:34,824 - wikidata12k - [INFO] - [E:4| 3500]: Train Loss:0.0022114, Val MRR:0.37975, wikidata12k +2023-05-06 15:23:34,517 - wikidata12k - [INFO] - [E:4| 3600]: Train Loss:0.002209, Val MRR:0.37975, wikidata12k +2023-05-06 15:25:32,916 - wikidata12k - [INFO] - [E:4| 3700]: Train Loss:0.0022072, Val MRR:0.37975, wikidata12k +2023-05-06 15:27:38,780 - wikidata12k - [INFO] - [E:4| 3800]: Train Loss:0.0022041, Val MRR:0.37975, wikidata12k +2023-05-06 15:29:44,783 - wikidata12k - [INFO] - [E:4| 3900]: Train Loss:0.0022015, Val MRR:0.37975, wikidata12k +2023-05-06 15:30:37,291 - wikidata12k - [INFO] - [Epoch:4]: Training Loss:0.0022 + +2023-05-06 15:30:37,558 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 15:31:16,079 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 15:31:38,266 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 15:32:15,531 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 15:32:28,048 - wikidata12k - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.4723, Head : 0.32162, Avg : 0.39696 + +2023-05-06 15:32:31,220 - wikidata12k - [INFO] - [Epoch 4]: Training Loss: 0.0022003, Valid MRR: 0.39696, + + + +2023-05-06 15:32:32,012 - wikidata12k - [INFO] - [E:5| 0]: Train Loss:0.0017552, Val MRR:0.39696, wikidata12k +2023-05-06 15:34:36,754 - wikidata12k - [INFO] - [E:5| 100]: Train Loss:0.0020845, Val MRR:0.39696, wikidata12k +2023-05-06 15:36:42,485 - wikidata12k - [INFO] - [E:5| 200]: Train Loss:0.0020805, Val MRR:0.39696, wikidata12k +2023-05-06 15:38:48,370 - wikidata12k - [INFO] - [E:5| 300]: Train Loss:0.0020781, Val MRR:0.39696, wikidata12k +2023-05-06 15:40:53,929 - wikidata12k - [INFO] - [E:5| 400]: Train Loss:0.0020718, Val MRR:0.39696, wikidata12k +2023-05-06 15:42:45,469 - wikidata12k - [INFO] - [E:5| 500]: Train Loss:0.0020684, Val MRR:0.39696, wikidata12k +2023-05-06 15:44:51,350 - wikidata12k - [INFO] - [E:5| 600]: Train Loss:0.002067, Val MRR:0.39696, wikidata12k +2023-05-06 15:46:57,310 - wikidata12k - [INFO] - [E:5| 700]: Train Loss:0.002064, Val MRR:0.39696, wikidata12k +2023-05-06 15:48:54,796 - wikidata12k - [INFO] - [E:5| 800]: Train Loss:0.0020609, Val MRR:0.39696, wikidata12k +2023-05-06 15:50:41,095 - wikidata12k - [INFO] - [E:5| 900]: Train Loss:0.0020574, Val MRR:0.39696, wikidata12k +2023-05-06 15:52:47,274 - wikidata12k - [INFO] - [E:5| 1000]: Train Loss:0.0020557, Val MRR:0.39696, wikidata12k +2023-05-06 15:54:53,498 - wikidata12k - [INFO] - [E:5| 1100]: Train Loss:0.0020556, Val MRR:0.39696, wikidata12k +2023-05-06 15:56:58,862 - wikidata12k - [INFO] - [E:5| 1200]: Train Loss:0.002051, Val MRR:0.39696, wikidata12k +2023-05-06 15:58:50,256 - wikidata12k - [INFO] - [E:5| 1300]: Train Loss:0.0020485, Val MRR:0.39696, wikidata12k +2023-05-06 16:00:55,701 - wikidata12k - [INFO] - [E:5| 1400]: Train Loss:0.0020462, Val MRR:0.39696, wikidata12k +2023-05-06 16:03:00,836 - wikidata12k - [INFO] - [E:5| 1500]: Train Loss:0.002044, Val MRR:0.39696, wikidata12k +2023-05-06 16:05:06,342 - wikidata12k - [INFO] - [E:5| 1600]: Train Loss:0.0020427, Val MRR:0.39696, wikidata12k +2023-05-06 16:06:58,074 - wikidata12k - [INFO] - [E:5| 1700]: Train Loss:0.0020407, Val MRR:0.39696, wikidata12k +2023-05-06 16:09:03,128 - wikidata12k - [INFO] - [E:5| 1800]: Train Loss:0.002039, Val MRR:0.39696, wikidata12k +2023-05-06 16:11:08,669 - wikidata12k - [INFO] - [E:5| 1900]: Train Loss:0.0020371, Val MRR:0.39696, wikidata12k +2023-05-06 16:13:15,433 - wikidata12k - [INFO] - [E:5| 2000]: Train Loss:0.0020348, Val MRR:0.39696, wikidata12k +2023-05-06 16:15:12,259 - wikidata12k - [INFO] - [E:5| 2100]: Train Loss:0.0020335, Val MRR:0.39696, wikidata12k +2023-05-06 16:17:11,287 - wikidata12k - [INFO] - [E:5| 2200]: Train Loss:0.002033, Val MRR:0.39696, wikidata12k +2023-05-06 16:19:17,481 - wikidata12k - [INFO] - [E:5| 2300]: Train Loss:0.0020307, Val MRR:0.39696, wikidata12k +2023-05-06 16:21:23,538 - wikidata12k - [INFO] - [E:5| 2400]: Train Loss:0.0020286, Val MRR:0.39696, wikidata12k +2023-05-06 16:23:29,059 - wikidata12k - [INFO] - [E:5| 2500]: Train Loss:0.0020258, Val MRR:0.39696, wikidata12k +2023-05-06 16:25:19,324 - wikidata12k - [INFO] - [E:5| 2600]: Train Loss:0.002024, Val MRR:0.39696, wikidata12k +2023-05-06 16:27:25,068 - wikidata12k - [INFO] - [E:5| 2700]: Train Loss:0.0020218, Val MRR:0.39696, wikidata12k +2023-05-06 16:29:30,445 - wikidata12k - [INFO] - [E:5| 2800]: Train Loss:0.0020196, Val MRR:0.39696, wikidata12k +2023-05-06 16:31:36,200 - wikidata12k - [INFO] - [E:5| 2900]: Train Loss:0.002017, Val MRR:0.39696, wikidata12k +2023-05-06 16:33:27,952 - wikidata12k - [INFO] - [E:5| 3000]: Train Loss:0.0020165, Val MRR:0.39696, wikidata12k +2023-05-06 16:35:33,689 - wikidata12k - [INFO] - [E:5| 3100]: Train Loss:0.0020157, Val MRR:0.39696, wikidata12k +2023-05-06 16:37:39,856 - wikidata12k - [INFO] - [E:5| 3200]: Train Loss:0.0020136, Val MRR:0.39696, wikidata12k +2023-05-06 16:39:45,760 - wikidata12k - [INFO] - [E:5| 3300]: Train Loss:0.0020125, Val MRR:0.39696, wikidata12k +2023-05-06 16:41:39,153 - wikidata12k - [INFO] - [E:5| 3400]: Train Loss:0.0020114, Val MRR:0.39696, wikidata12k +2023-05-06 16:43:44,866 - wikidata12k - [INFO] - [E:5| 3500]: Train Loss:0.0020094, Val MRR:0.39696, wikidata12k +2023-05-06 16:44:20,785 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-06 16:44:32,197 - wikidata12k - [INFO] - [Test, Tail_Batch Step 0] wikidata12k +2023-05-06 16:45:10,185 - wikidata12k - [INFO] - [Test, Tail_Batch Step 100] wikidata12k +2023-05-06 16:45:29,653 - wikidata12k - [INFO] - [Test, Head_Batch Step 0] wikidata12k +2023-05-06 16:45:51,160 - wikidata12k - [INFO] - [E:5| 3600]: Train Loss:0.0020087, Val MRR:0.39696, wikidata12k +2023-05-06 16:46:08,074 - wikidata12k - [INFO] - [Test, Head_Batch Step 100] wikidata12k +2023-05-06 16:46:27,277 - wikidata12k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.43125, Head : 0.28505, Avg : 0.35815 + MR: Tail : 237.16, Head : 528.53, Avg : 382.84 + Hit-1: Tail : 0.32494, Head : 0.21639, Avg : 0.27067 + Hit-3: Tail : 0.49759, Head : 0.30595, Avg : 0.40177 + Hit-10: Tail : 0.62265, Head : 0.4377, Avg : 0.53017 +2023-05-06 16:47:57,216 - wikidata12k - [INFO] - [E:5| 3700]: Train Loss:0.0020071, Val MRR:0.39696, wikidata12k +2023-05-06 16:49:50,233 - wikidata12k - [INFO] - [E:5| 3800]: Train Loss:0.0020055, Val MRR:0.39696, wikidata12k +2023-05-06 16:51:54,293 - wikidata12k - [INFO] - [E:5| 3900]: Train Loss:0.0020041, Val MRR:0.39696, wikidata12k +2023-05-06 16:52:46,672 - wikidata12k - [INFO] - [Epoch:5]: Training Loss:0.002003 + +2023-05-06 16:52:47,200 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 16:53:25,291 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 16:53:47,123 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 16:54:25,550 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 16:54:47,467 - wikidata12k - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.46959, Head : 0.3264, Avg : 0.39799 + +2023-05-06 16:54:48,713 - wikidata12k - [INFO] - [Epoch 5]: Training Loss: 0.0020031, Valid MRR: 0.39799, + + + +2023-05-06 16:54:50,154 - wikidata12k - [INFO] - [E:6| 0]: Train Loss:0.0017254, Val MRR:0.39799, wikidata12k +2023-05-06 16:56:10,171 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-06 16:56:21,672 - wikidata12k - [INFO] - [Test, Tail_Batch Step 0] wikidata12k +2023-05-06 16:56:55,707 - wikidata12k - [INFO] - [E:6| 100]: Train Loss:0.0019136, Val MRR:0.39799, wikidata12k +2023-05-06 16:56:59,689 - wikidata12k - [INFO] - [Test, Tail_Batch Step 100] wikidata12k +2023-05-06 16:57:18,776 - wikidata12k - [INFO] - [Test, Head_Batch Step 0] wikidata12k +2023-05-06 16:57:57,077 - wikidata12k - [INFO] - [Test, Head_Batch Step 100] wikidata12k +2023-05-06 16:58:14,027 - wikidata12k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.42582, Head : 0.27768, Avg : 0.35175 + MR: Tail : 221.69, Head : 505.81, Avg : 363.75 + Hit-1: Tail : 0.30657, Head : 0.1935, Avg : 0.25004 + Hit-3: Tail : 0.50044, Head : 0.31026, Avg : 0.40535 + Hit-10: Tail : 0.64402, Head : 0.45799, Avg : 0.55101 +2023-05-06 16:58:46,689 - wikidata12k - [INFO] - [E:6| 200]: Train Loss:0.0019103, Val MRR:0.39799, wikidata12k +2023-05-06 17:00:53,771 - wikidata12k - [INFO] - [E:6| 300]: Train Loss:0.0019186, Val MRR:0.39799, wikidata12k +2023-05-06 17:02:59,099 - wikidata12k - [INFO] - [E:6| 400]: Train Loss:0.0019073, Val MRR:0.39799, wikidata12k +2023-05-06 17:05:05,302 - wikidata12k - [INFO] - [E:6| 500]: Train Loss:0.0019065, Val MRR:0.39799, wikidata12k +2023-05-06 17:07:03,542 - wikidata12k - [INFO] - [E:6| 600]: Train Loss:0.0019066, Val MRR:0.39799, wikidata12k +2023-05-06 17:09:02,276 - wikidata12k - [INFO] - [E:6| 700]: Train Loss:0.0019039, Val MRR:0.39799, wikidata12k +2023-05-06 17:11:07,229 - wikidata12k - [INFO] - [E:6| 800]: Train Loss:0.001902, Val MRR:0.39799, wikidata12k +2023-05-06 17:13:13,089 - wikidata12k - [INFO] - [E:6| 900]: Train Loss:0.0019006, Val MRR:0.39799, wikidata12k +2023-05-06 17:15:18,463 - wikidata12k - [INFO] - [E:6| 1000]: Train Loss:0.0019012, Val MRR:0.39799, wikidata12k +2023-05-06 17:17:08,762 - wikidata12k - [INFO] - [E:6| 1100]: Train Loss:0.0018983, Val MRR:0.39799, wikidata12k +2023-05-06 17:19:08,414 - wikidata12k - [INFO] - [E:6| 1200]: Train Loss:0.0018981, Val MRR:0.39799, wikidata12k +2023-05-06 17:21:01,508 - wikidata12k - [INFO] - [E:6| 1300]: Train Loss:0.0018956, Val MRR:0.39799, wikidata12k +2023-05-06 17:23:07,088 - wikidata12k - [INFO] - [E:6| 1400]: Train Loss:0.0018962, Val MRR:0.39799, wikidata12k +2023-05-06 17:24:58,948 - wikidata12k - [INFO] - [E:6| 1500]: Train Loss:0.0018947, Val MRR:0.39799, wikidata12k +2023-05-06 17:27:05,082 - wikidata12k - [INFO] - [E:6| 1600]: Train Loss:0.001893, Val MRR:0.39799, wikidata12k +2023-05-06 17:29:10,859 - wikidata12k - [INFO] - [E:6| 1700]: Train Loss:0.0018934, Val MRR:0.39799, wikidata12k +2023-05-06 17:31:16,962 - wikidata12k - [INFO] - [E:6| 1800]: Train Loss:0.0018931, Val MRR:0.39799, wikidata12k +2023-05-06 17:33:07,716 - wikidata12k - [INFO] - [E:6| 1900]: Train Loss:0.0018925, Val MRR:0.39799, wikidata12k +2023-05-06 17:35:12,650 - wikidata12k - [INFO] - [E:6| 2000]: Train Loss:0.0018918, Val MRR:0.39799, wikidata12k +2023-05-06 17:37:18,425 - wikidata12k - [INFO] - [E:6| 2100]: Train Loss:0.001891, Val MRR:0.39799, wikidata12k +2023-05-06 17:39:24,243 - wikidata12k - [INFO] - [E:6| 2200]: Train Loss:0.00189, Val MRR:0.39799, wikidata12k +2023-05-06 17:41:15,715 - wikidata12k - [INFO] - [E:6| 2300]: Train Loss:0.0018889, Val MRR:0.39799, wikidata12k +2023-05-06 17:43:21,648 - wikidata12k - [INFO] - [E:6| 2400]: Train Loss:0.0018878, Val MRR:0.39799, wikidata12k +2023-05-06 17:45:26,972 - wikidata12k - [INFO] - [E:6| 2500]: Train Loss:0.0018866, Val MRR:0.39799, wikidata12k +2023-05-06 17:47:33,633 - wikidata12k - [INFO] - [E:6| 2600]: Train Loss:0.0018857, Val MRR:0.39799, wikidata12k +2023-05-06 17:49:36,848 - wikidata12k - [INFO] - [E:6| 2700]: Train Loss:0.0018843, Val MRR:0.39799, wikidata12k +2023-05-06 17:51:30,780 - wikidata12k - [INFO] - [E:6| 2800]: Train Loss:0.0018834, Val MRR:0.39799, wikidata12k +2023-05-06 17:53:36,648 - wikidata12k - [INFO] - [E:6| 2900]: Train Loss:0.0018824, Val MRR:0.39799, wikidata12k +2023-05-06 17:55:42,636 - wikidata12k - [INFO] - [E:6| 3000]: Train Loss:0.0018818, Val MRR:0.39799, wikidata12k +2023-05-06 17:57:48,476 - wikidata12k - [INFO] - [E:6| 3100]: Train Loss:0.0018803, Val MRR:0.39799, wikidata12k +2023-05-06 17:59:39,226 - wikidata12k - [INFO] - [E:6| 3200]: Train Loss:0.0018801, Val MRR:0.39799, wikidata12k +2023-05-06 18:01:44,741 - wikidata12k - [INFO] - [E:6| 3300]: Train Loss:0.0018798, Val MRR:0.39799, wikidata12k +2023-05-06 18:03:49,846 - wikidata12k - [INFO] - [E:6| 3400]: Train Loss:0.0018786, Val MRR:0.39799, wikidata12k +2023-05-06 18:05:55,193 - wikidata12k - [INFO] - [E:6| 3500]: Train Loss:0.001878, Val MRR:0.39799, wikidata12k +2023-05-06 18:07:46,888 - wikidata12k - [INFO] - [E:6| 3600]: Train Loss:0.0018774, Val MRR:0.39799, wikidata12k +2023-05-06 18:09:52,478 - wikidata12k - [INFO] - [E:6| 3700]: Train Loss:0.0018761, Val MRR:0.39799, wikidata12k +2023-05-06 18:11:57,805 - wikidata12k - [INFO] - [E:6| 3800]: Train Loss:0.001875, Val MRR:0.39799, wikidata12k +2023-05-06 18:14:03,792 - wikidata12k - [INFO] - [E:6| 3900]: Train Loss:0.0018742, Val MRR:0.39799, wikidata12k +2023-05-06 18:14:56,314 - wikidata12k - [INFO] - [Epoch:6]: Training Loss:0.001874 + +2023-05-06 18:14:56,579 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 18:15:30,538 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 18:15:43,162 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 18:16:21,784 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 18:16:43,517 - wikidata12k - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.46722, Head : 0.34216, Avg : 0.40469 + +2023-05-06 18:16:44,981 - wikidata12k - [INFO] - [Epoch 6]: Training Loss: 0.001874, Valid MRR: 0.40469, + + + +2023-05-06 18:16:46,361 - wikidata12k - [INFO] - [E:7| 0]: Train Loss:0.0018042, Val MRR:0.40469, wikidata12k +2023-05-06 18:18:51,495 - wikidata12k - [INFO] - [E:7| 100]: Train Loss:0.0018085, Val MRR:0.40469, wikidata12k +2023-05-06 18:20:56,865 - wikidata12k - [INFO] - [E:7| 200]: Train Loss:0.001816, Val MRR:0.40469, wikidata12k +2023-05-06 18:23:02,224 - wikidata12k - [INFO] - [E:7| 300]: Train Loss:0.0018083, Val MRR:0.40469, wikidata12k +2023-05-06 18:24:54,194 - wikidata12k - [INFO] - [E:7| 400]: Train Loss:0.0018074, Val MRR:0.40469, wikidata12k +2023-05-06 18:26:59,328 - wikidata12k - [INFO] - [E:7| 500]: Train Loss:0.0018046, Val MRR:0.40469, wikidata12k +2023-05-06 18:29:05,165 - wikidata12k - [INFO] - [E:7| 600]: Train Loss:0.0018052, Val MRR:0.40469, wikidata12k +2023-05-06 18:31:10,752 - wikidata12k - [INFO] - [E:7| 700]: Train Loss:0.0018036, Val MRR:0.40469, wikidata12k +2023-05-06 18:33:02,508 - wikidata12k - [INFO] - [E:7| 800]: Train Loss:0.0018026, Val MRR:0.40469, wikidata12k +2023-05-06 18:35:09,283 - wikidata12k - [INFO] - [E:7| 900]: Train Loss:0.0018032, Val MRR:0.40469, wikidata12k +2023-05-06 18:37:14,967 - wikidata12k - [INFO] - [E:7| 1000]: Train Loss:0.0018023, Val MRR:0.40469, wikidata12k +2023-05-06 18:39:20,192 - wikidata12k - [INFO] - [E:7| 1100]: Train Loss:0.0018015, Val MRR:0.40469, wikidata12k +2023-05-06 18:41:24,608 - wikidata12k - [INFO] - [E:7| 1200]: Train Loss:0.0018003, Val MRR:0.40469, wikidata12k +2023-05-06 18:43:17,424 - wikidata12k - [INFO] - [E:7| 1300]: Train Loss:0.0017992, Val MRR:0.40469, wikidata12k +2023-05-06 18:45:23,009 - wikidata12k - [INFO] - [E:7| 1400]: Train Loss:0.0017995, Val MRR:0.40469, wikidata12k +2023-05-06 18:47:29,091 - wikidata12k - [INFO] - [E:7| 1500]: Train Loss:0.001798, Val MRR:0.40469, wikidata12k +2023-05-06 18:49:30,364 - wikidata12k - [INFO] - [E:7| 1600]: Train Loss:0.0017981, Val MRR:0.40469, wikidata12k +2023-05-06 18:51:12,837 - wikidata12k - [INFO] - [E:7| 1700]: Train Loss:0.0017976, Val MRR:0.40469, wikidata12k +2023-05-06 18:53:18,789 - wikidata12k - [INFO] - [E:7| 1800]: Train Loss:0.0017969, Val MRR:0.40469, wikidata12k +2023-05-06 18:55:24,918 - wikidata12k - [INFO] - [E:7| 1900]: Train Loss:0.0017957, Val MRR:0.40469, wikidata12k +2023-05-06 18:57:30,556 - wikidata12k - [INFO] - [E:7| 2000]: Train Loss:0.0017956, Val MRR:0.40469, wikidata12k +2023-05-06 18:59:21,271 - wikidata12k - [INFO] - [E:7| 2100]: Train Loss:0.0017957, Val MRR:0.40469, wikidata12k +2023-05-06 19:01:26,885 - wikidata12k - [INFO] - [E:7| 2200]: Train Loss:0.0017952, Val MRR:0.40469, wikidata12k +2023-05-06 19:03:32,151 - wikidata12k - [INFO] - [E:7| 2300]: Train Loss:0.0017945, Val MRR:0.40469, wikidata12k +2023-05-06 19:05:37,958 - wikidata12k - [INFO] - [E:7| 2400]: Train Loss:0.0017939, Val MRR:0.40469, wikidata12k +2023-05-06 19:07:29,353 - wikidata12k - [INFO] - [E:7| 2500]: Train Loss:0.0017939, Val MRR:0.40469, wikidata12k +2023-05-06 19:09:34,850 - wikidata12k - [INFO] - [E:7| 2600]: Train Loss:0.0017934, Val MRR:0.40469, wikidata12k +2023-05-06 19:11:40,219 - wikidata12k - [INFO] - [E:7| 2700]: Train Loss:0.0017926, Val MRR:0.40469, wikidata12k +2023-05-06 19:13:46,198 - wikidata12k - [INFO] - [E:7| 2800]: Train Loss:0.0017921, Val MRR:0.40469, wikidata12k +2023-05-06 19:15:40,838 - wikidata12k - [INFO] - [E:7| 2900]: Train Loss:0.0017913, Val MRR:0.40469, wikidata12k +2023-05-06 19:17:43,368 - wikidata12k - [INFO] - [E:7| 3000]: Train Loss:0.0017906, Val MRR:0.40469, wikidata12k +2023-05-06 19:19:48,947 - wikidata12k - [INFO] - [E:7| 3100]: Train Loss:0.0017904, Val MRR:0.40469, wikidata12k +2023-05-06 19:21:54,405 - wikidata12k - [INFO] - [E:7| 3200]: Train Loss:0.0017894, Val MRR:0.40469, wikidata12k +2023-05-06 19:24:01,546 - wikidata12k - [INFO] - [E:7| 3300]: Train Loss:0.0017891, Val MRR:0.40469, wikidata12k +2023-05-06 19:25:53,318 - wikidata12k - [INFO] - [E:7| 3400]: Train Loss:0.0017885, Val MRR:0.40469, wikidata12k +2023-05-06 19:27:08,560 - wikidata12k - [INFO] - [E:7| 3500]: Train Loss:0.0017878, Val MRR:0.40469, wikidata12k +2023-05-06 19:28:19,494 - wikidata12k - [INFO] - [E:7| 3600]: Train Loss:0.0017872, Val MRR:0.40469, wikidata12k +2023-05-06 19:29:30,355 - wikidata12k - [INFO] - [E:7| 3700]: Train Loss:0.0017873, Val MRR:0.40469, wikidata12k +2023-05-06 19:30:41,224 - wikidata12k - [INFO] - [E:7| 3800]: Train Loss:0.0017867, Val MRR:0.40469, wikidata12k +2023-05-06 19:32:14,257 - wikidata12k - [INFO] - [E:7| 3900]: Train Loss:0.0017859, Val MRR:0.40469, wikidata12k +2023-05-06 19:33:00,713 - wikidata12k - [INFO] - [Epoch:7]: Training Loss:0.001786 + +2023-05-06 19:33:01,218 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 19:33:39,458 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 19:34:01,729 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 19:34:39,332 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 19:35:01,621 - wikidata12k - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.46486, Head : 0.35119, Avg : 0.40803 + +2023-05-06 19:35:02,639 - wikidata12k - [INFO] - [Epoch 7]: Training Loss: 0.0017858, Valid MRR: 0.40803, + + + +2023-05-06 19:35:03,985 - wikidata12k - [INFO] - [E:8| 0]: Train Loss:0.0017065, Val MRR:0.40803, wikidata12k +2023-05-06 19:37:03,896 - wikidata12k - [INFO] - [E:8| 100]: Train Loss:0.0017297, Val MRR:0.40803, wikidata12k +2023-05-06 19:39:08,224 - wikidata12k - [INFO] - [E:8| 200]: Train Loss:0.0017282, Val MRR:0.40803, wikidata12k +2023-05-06 19:41:06,613 - wikidata12k - [INFO] - [E:8| 300]: Train Loss:0.0017315, Val MRR:0.40803, wikidata12k +2023-05-06 19:42:59,628 - wikidata12k - [INFO] - [E:8| 400]: Train Loss:0.0017273, Val MRR:0.40803, wikidata12k +2023-05-06 19:45:05,908 - wikidata12k - [INFO] - [E:8| 500]: Train Loss:0.0017224, Val MRR:0.40803, wikidata12k +2023-05-06 19:47:11,031 - wikidata12k - [INFO] - [E:8| 600]: Train Loss:0.0017232, Val MRR:0.40803, wikidata12k +2023-05-06 19:49:14,658 - wikidata12k - [INFO] - [E:8| 700]: Train Loss:0.0017253, Val MRR:0.40803, wikidata12k +2023-05-06 19:51:04,709 - wikidata12k - [INFO] - [E:8| 800]: Train Loss:0.001725, Val MRR:0.40803, wikidata12k +2023-05-06 19:53:10,286 - wikidata12k - [INFO] - [E:8| 900]: Train Loss:0.001727, Val MRR:0.40803, wikidata12k +2023-05-06 19:55:15,976 - wikidata12k - [INFO] - [E:8| 1000]: Train Loss:0.0017284, Val MRR:0.40803, wikidata12k +2023-05-06 19:57:20,984 - wikidata12k - [INFO] - [E:8| 1100]: Train Loss:0.0017291, Val MRR:0.40803, wikidata12k +2023-05-06 19:59:11,878 - wikidata12k - [INFO] - [E:8| 1200]: Train Loss:0.0017296, Val MRR:0.40803, wikidata12k +2023-05-06 20:01:16,445 - wikidata12k - [INFO] - [E:8| 1300]: Train Loss:0.0017291, Val MRR:0.40803, wikidata12k +2023-05-06 20:03:21,780 - wikidata12k - [INFO] - [E:8| 1400]: Train Loss:0.0017284, Val MRR:0.40803, wikidata12k +2023-05-06 20:05:26,541 - wikidata12k - [INFO] - [E:8| 1500]: Train Loss:0.0017278, Val MRR:0.40803, wikidata12k +2023-05-06 20:07:19,399 - wikidata12k - [INFO] - [E:8| 1600]: Train Loss:0.0017276, Val MRR:0.40803, wikidata12k +2023-05-06 20:09:21,615 - wikidata12k - [INFO] - [E:8| 1700]: Train Loss:0.0017278, Val MRR:0.40803, wikidata12k +2023-05-06 20:11:27,063 - wikidata12k - [INFO] - [E:8| 1800]: Train Loss:0.0017282, Val MRR:0.40803, wikidata12k +2023-05-06 20:13:33,112 - wikidata12k - [INFO] - [E:8| 1900]: Train Loss:0.001728, Val MRR:0.40803, wikidata12k +2023-05-06 20:15:38,252 - wikidata12k - [INFO] - [E:8| 2000]: Train Loss:0.0017278, Val MRR:0.40803, wikidata12k +2023-05-06 20:17:23,305 - wikidata12k - [INFO] - [E:8| 2100]: Train Loss:0.0017271, Val MRR:0.40803, wikidata12k +2023-05-06 20:19:15,962 - wikidata12k - [INFO] - [E:8| 2200]: Train Loss:0.001727, Val MRR:0.40803, wikidata12k +2023-05-06 20:21:21,952 - wikidata12k - [INFO] - [E:8| 2300]: Train Loss:0.0017262, Val MRR:0.40803, wikidata12k +2023-05-06 20:23:27,272 - wikidata12k - [INFO] - [E:8| 2400]: Train Loss:0.001726, Val MRR:0.40803, wikidata12k +2023-05-06 20:25:19,590 - wikidata12k - [INFO] - [E:8| 2500]: Train Loss:0.0017259, Val MRR:0.40803, wikidata12k +2023-05-06 20:27:25,738 - wikidata12k - [INFO] - [E:8| 2600]: Train Loss:0.0017256, Val MRR:0.40803, wikidata12k +2023-05-06 20:29:30,992 - wikidata12k - [INFO] - [E:8| 2700]: Train Loss:0.0017254, Val MRR:0.40803, wikidata12k +2023-05-06 20:31:36,925 - wikidata12k - [INFO] - [E:8| 2800]: Train Loss:0.0017259, Val MRR:0.40803, wikidata12k +2023-05-06 20:33:28,551 - wikidata12k - [INFO] - [E:8| 2900]: Train Loss:0.0017253, Val MRR:0.40803, wikidata12k +2023-05-06 20:35:32,950 - wikidata12k - [INFO] - [E:8| 3000]: Train Loss:0.0017246, Val MRR:0.40803, wikidata12k +2023-05-06 20:37:38,857 - wikidata12k - [INFO] - [E:8| 3100]: Train Loss:0.0017245, Val MRR:0.40803, wikidata12k +2023-05-06 20:39:44,522 - wikidata12k - [INFO] - [E:8| 3200]: Train Loss:0.0017238, Val MRR:0.40803, wikidata12k +2023-05-06 20:41:36,578 - wikidata12k - [INFO] - [E:8| 3300]: Train Loss:0.0017237, Val MRR:0.40803, wikidata12k +2023-05-06 20:43:41,131 - wikidata12k - [INFO] - [E:8| 3400]: Train Loss:0.0017241, Val MRR:0.40803, wikidata12k +2023-05-06 20:45:47,282 - wikidata12k - [INFO] - [E:8| 3500]: Train Loss:0.0017234, Val MRR:0.40803, wikidata12k +2023-05-06 20:47:52,882 - wikidata12k - [INFO] - [E:8| 3600]: Train Loss:0.0017233, Val MRR:0.40803, wikidata12k +2023-05-06 20:49:51,067 - wikidata12k - [INFO] - [E:8| 3700]: Train Loss:0.001723, Val MRR:0.40803, wikidata12k +2023-05-06 20:51:49,402 - wikidata12k - [INFO] - [E:8| 3800]: Train Loss:0.0017231, Val MRR:0.40803, wikidata12k +2023-05-06 20:53:55,357 - wikidata12k - [INFO] - [E:8| 3900]: Train Loss:0.0017228, Val MRR:0.40803, wikidata12k +2023-05-06 20:54:47,939 - wikidata12k - [INFO] - [Epoch:8]: Training Loss:0.001723 + +2023-05-06 20:54:48,324 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 20:55:26,238 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 20:55:48,481 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 20:56:26,632 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 20:56:48,367 - wikidata12k - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.46026, Head : 0.34823, Avg : 0.40424 + +2023-05-06 20:56:48,367 - wikidata12k - [INFO] - [Epoch 8]: Training Loss: 0.0017228, Valid MRR: 0.40803, + + + +2023-05-06 20:56:49,616 - wikidata12k - [INFO] - [E:9| 0]: Train Loss:0.0016281, Val MRR:0.40803, wikidata12k +2023-05-06 20:58:41,512 - wikidata12k - [INFO] - [E:9| 100]: Train Loss:0.0016761, Val MRR:0.40803, wikidata12k +2023-05-06 21:00:47,160 - wikidata12k - [INFO] - [E:9| 200]: Train Loss:0.0016778, Val MRR:0.40803, wikidata12k +2023-05-06 21:02:52,504 - wikidata12k - [INFO] - [E:9| 300]: Train Loss:0.001674, Val MRR:0.40803, wikidata12k +2023-05-06 21:04:58,240 - wikidata12k - [INFO] - [E:9| 400]: Train Loss:0.0016739, Val MRR:0.40803, wikidata12k +2023-05-06 21:06:56,209 - wikidata12k - [INFO] - [E:9| 500]: Train Loss:0.0016754, Val MRR:0.40803, wikidata12k +2023-05-06 21:08:56,853 - wikidata12k - [INFO] - [E:9| 600]: Train Loss:0.0016732, Val MRR:0.40803, wikidata12k +2023-05-06 21:11:02,532 - wikidata12k - [INFO] - [E:9| 700]: Train Loss:0.0016752, Val MRR:0.40803, wikidata12k +2023-05-06 21:13:07,321 - wikidata12k - [INFO] - [E:9| 800]: Train Loss:0.001675, Val MRR:0.40803, wikidata12k +2023-05-06 21:15:12,907 - wikidata12k - [INFO] - [E:9| 900]: Train Loss:0.0016759, Val MRR:0.40803, wikidata12k +2023-05-06 21:17:04,226 - wikidata12k - [INFO] - [E:9| 1000]: Train Loss:0.0016776, Val MRR:0.40803, wikidata12k +2023-05-06 21:19:10,338 - wikidata12k - [INFO] - [E:9| 1100]: Train Loss:0.0016784, Val MRR:0.40803, wikidata12k +2023-05-06 21:21:15,688 - wikidata12k - [INFO] - [E:9| 1200]: Train Loss:0.001678, Val MRR:0.40803, wikidata12k +2023-05-06 21:23:21,053 - wikidata12k - [INFO] - [E:9| 1300]: Train Loss:0.0016774, Val MRR:0.40803, wikidata12k +2023-05-06 21:25:12,030 - wikidata12k - [INFO] - [E:9| 1400]: Train Loss:0.0016772, Val MRR:0.40803, wikidata12k +2023-05-06 21:27:17,284 - wikidata12k - [INFO] - [E:9| 1500]: Train Loss:0.0016765, Val MRR:0.40803, wikidata12k +2023-05-06 21:29:22,449 - wikidata12k - [INFO] - [E:9| 1600]: Train Loss:0.0016761, Val MRR:0.40803, wikidata12k +2023-05-06 21:31:28,421 - wikidata12k - [INFO] - [E:9| 1700]: Train Loss:0.0016765, Val MRR:0.40803, wikidata12k +2023-05-06 21:33:19,113 - wikidata12k - [INFO] - [E:9| 1800]: Train Loss:0.0016765, Val MRR:0.40803, wikidata12k +2023-05-06 21:35:24,989 - wikidata12k - [INFO] - [E:9| 1900]: Train Loss:0.0016769, Val MRR:0.40803, wikidata12k +2023-05-06 21:37:29,161 - wikidata12k - [INFO] - [E:9| 2000]: Train Loss:0.0016768, Val MRR:0.40803, wikidata12k +2023-05-06 21:39:34,610 - wikidata12k - [INFO] - [E:9| 2100]: Train Loss:0.0016768, Val MRR:0.40803, wikidata12k +2023-05-06 21:41:29,447 - wikidata12k - [INFO] - [E:9| 2200]: Train Loss:0.0016767, Val MRR:0.40803, wikidata12k +2023-05-06 21:43:32,325 - wikidata12k - [INFO] - [E:9| 2300]: Train Loss:0.0016764, Val MRR:0.40803, wikidata12k +2023-05-06 21:45:37,799 - wikidata12k - [INFO] - [E:9| 2400]: Train Loss:0.001676, Val MRR:0.40803, wikidata12k +2023-05-06 21:47:43,167 - wikidata12k - [INFO] - [E:9| 2500]: Train Loss:0.0016763, Val MRR:0.40803, wikidata12k +2023-05-06 21:49:31,602 - wikidata12k - [INFO] - [E:9| 2600]: Train Loss:0.0016768, Val MRR:0.40803, wikidata12k +2023-05-06 21:51:26,280 - wikidata12k - [INFO] - [E:9| 2700]: Train Loss:0.0016764, Val MRR:0.40803, wikidata12k +2023-05-06 21:53:32,371 - wikidata12k - [INFO] - [E:9| 2800]: Train Loss:0.0016761, Val MRR:0.40803, wikidata12k +2023-05-06 21:55:38,119 - wikidata12k - [INFO] - [E:9| 2900]: Train Loss:0.0016762, Val MRR:0.40803, wikidata12k +2023-05-06 21:57:42,478 - wikidata12k - [INFO] - [E:9| 3000]: Train Loss:0.0016763, Val MRR:0.40803, wikidata12k +2023-05-06 21:59:34,015 - wikidata12k - [INFO] - [E:9| 3100]: Train Loss:0.0016762, Val MRR:0.40803, wikidata12k +2023-05-06 22:01:39,515 - wikidata12k - [INFO] - [E:9| 3200]: Train Loss:0.0016761, Val MRR:0.40803, wikidata12k +2023-05-06 22:03:43,724 - wikidata12k - [INFO] - [E:9| 3300]: Train Loss:0.0016765, Val MRR:0.40803, wikidata12k +2023-05-06 22:05:49,474 - wikidata12k - [INFO] - [E:9| 3400]: Train Loss:0.0016763, Val MRR:0.40803, wikidata12k +2023-05-06 22:07:41,324 - wikidata12k - [INFO] - [E:9| 3500]: Train Loss:0.0016763, Val MRR:0.40803, wikidata12k +2023-05-06 22:09:44,969 - wikidata12k - [INFO] - [E:9| 3600]: Train Loss:0.001676, Val MRR:0.40803, wikidata12k +2023-05-06 22:11:51,088 - wikidata12k - [INFO] - [E:9| 3700]: Train Loss:0.0016759, Val MRR:0.40803, wikidata12k +2023-05-06 22:13:56,398 - wikidata12k - [INFO] - [E:9| 3800]: Train Loss:0.0016753, Val MRR:0.40803, wikidata12k +2023-05-06 22:15:46,733 - wikidata12k - [INFO] - [E:9| 3900]: Train Loss:0.0016749, Val MRR:0.40803, wikidata12k +2023-05-06 22:16:38,084 - wikidata12k - [INFO] - [Epoch:9]: Training Loss:0.001675 + +2023-05-06 22:16:38,435 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 22:17:16,865 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 22:17:39,079 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 22:18:17,506 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 22:18:39,285 - wikidata12k - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.45924, Head : 0.30641, Avg : 0.38282 + MR: Tail : 293.13, Head : 604.54, Avg : 448.84 + Hit-1: Tail : 0.35313, Head : 0.19923, Avg : 0.27618 + Hit-3: Tail : 0.51999, Head : 0.35748, Avg : 0.43874 + Hit-10: Tail : 0.65746, Head : 0.51509, Avg : 0.58628 +2023-05-06 22:18:39,286 - wikidata12k - [INFO] - [Epoch 9]: Training Loss: 0.0016747, Valid MRR: 0.40803, + + + +2023-05-06 22:18:40,553 - wikidata12k - [INFO] - [E:10| 0]: Train Loss:0.001646, Val MRR:0.40803, wikidata12k +2023-05-06 22:20:46,131 - wikidata12k - [INFO] - [E:10| 100]: Train Loss:0.0016364, Val MRR:0.40803, wikidata12k +2023-05-06 22:22:51,733 - wikidata12k - [INFO] - [E:10| 200]: Train Loss:0.0016368, Val MRR:0.40803, wikidata12k +2023-05-06 22:24:42,968 - wikidata12k - [INFO] - [E:10| 300]: Train Loss:0.0016365, Val MRR:0.40803, wikidata12k +2023-05-06 22:26:48,302 - wikidata12k - [INFO] - [E:10| 400]: Train Loss:0.0016381, Val MRR:0.40803, wikidata12k +2023-05-06 22:28:53,745 - wikidata12k - [INFO] - [E:10| 500]: Train Loss:0.0016368, Val MRR:0.40803, wikidata12k +2023-05-06 22:30:58,902 - wikidata12k - [INFO] - [E:10| 600]: Train Loss:0.0016386, Val MRR:0.40803, wikidata12k +2023-05-06 22:32:50,051 - wikidata12k - [INFO] - [E:10| 700]: Train Loss:0.0016403, Val MRR:0.40803, wikidata12k +2023-05-06 22:34:55,034 - wikidata12k - [INFO] - [E:10| 800]: Train Loss:0.0016401, Val MRR:0.40803, wikidata12k +2023-05-06 22:37:00,539 - wikidata12k - [INFO] - [E:10| 900]: Train Loss:0.0016407, Val MRR:0.40803, wikidata12k +2023-05-06 22:39:06,141 - wikidata12k - [INFO] - [E:10| 1000]: Train Loss:0.0016416, Val MRR:0.40803, wikidata12k +2023-05-06 22:41:03,708 - wikidata12k - [INFO] - [E:10| 1100]: Train Loss:0.0016426, Val MRR:0.40803, wikidata12k +2023-05-06 22:43:02,715 - wikidata12k - [INFO] - [E:10| 1200]: Train Loss:0.0016429, Val MRR:0.40803, wikidata12k +2023-05-06 22:45:08,676 - wikidata12k - [INFO] - [E:10| 1300]: Train Loss:0.0016429, Val MRR:0.40803, wikidata12k +2023-05-06 22:47:14,019 - wikidata12k - [INFO] - [E:10| 1400]: Train Loss:0.0016423, Val MRR:0.40803, wikidata12k +2023-05-06 22:49:19,444 - wikidata12k - [INFO] - [E:10| 1500]: Train Loss:0.001642, Val MRR:0.40803, wikidata12k +2023-05-06 22:51:09,764 - wikidata12k - [INFO] - [E:10| 1600]: Train Loss:0.001641, Val MRR:0.40803, wikidata12k +2023-05-06 22:53:15,373 - wikidata12k - [INFO] - [E:10| 1700]: Train Loss:0.0016411, Val MRR:0.40803, wikidata12k +2023-05-06 22:55:20,016 - wikidata12k - [INFO] - [E:10| 1800]: Train Loss:0.0016417, Val MRR:0.40803, wikidata12k +2023-05-06 22:57:23,943 - wikidata12k - [INFO] - [E:10| 1900]: Train Loss:0.0016419, Val MRR:0.40803, wikidata12k +2023-05-06 22:59:14,149 - wikidata12k - [INFO] - [E:10| 2000]: Train Loss:0.0016415, Val MRR:0.40803, wikidata12k +2023-05-06 23:01:19,356 - wikidata12k - [INFO] - [E:10| 2100]: Train Loss:0.0016412, Val MRR:0.40803, wikidata12k +2023-05-06 23:03:24,376 - wikidata12k - [INFO] - [E:10| 2200]: Train Loss:0.0016415, Val MRR:0.40803, wikidata12k +2023-05-06 23:05:29,109 - wikidata12k - [INFO] - [E:10| 2300]: Train Loss:0.0016418, Val MRR:0.40803, wikidata12k +2023-05-06 23:07:20,641 - wikidata12k - [INFO] - [E:10| 2400]: Train Loss:0.0016422, Val MRR:0.40803, wikidata12k +2023-05-06 23:09:25,800 - wikidata12k - [INFO] - [E:10| 2500]: Train Loss:0.0016417, Val MRR:0.40803, wikidata12k +2023-05-06 23:11:29,516 - wikidata12k - [INFO] - [E:10| 2600]: Train Loss:0.0016415, Val MRR:0.40803, wikidata12k +2023-05-06 23:13:35,031 - wikidata12k - [INFO] - [E:10| 2700]: Train Loss:0.0016414, Val MRR:0.40803, wikidata12k +2023-05-06 23:15:36,137 - wikidata12k - [INFO] - [E:10| 2800]: Train Loss:0.0016411, Val MRR:0.40803, wikidata12k +2023-05-06 23:17:30,952 - wikidata12k - [INFO] - [E:10| 2900]: Train Loss:0.0016406, Val MRR:0.40803, wikidata12k +2023-05-06 23:19:30,017 - wikidata12k - [INFO] - [E:10| 3000]: Train Loss:0.0016407, Val MRR:0.40803, wikidata12k +2023-05-06 23:21:21,851 - wikidata12k - [INFO] - [E:10| 3100]: Train Loss:0.0016409, Val MRR:0.40803, wikidata12k +2023-05-06 23:23:26,516 - wikidata12k - [INFO] - [E:10| 3200]: Train Loss:0.0016409, Val MRR:0.40803, wikidata12k +2023-05-06 23:25:17,266 - wikidata12k - [INFO] - [E:10| 3300]: Train Loss:0.0016407, Val MRR:0.40803, wikidata12k +2023-05-06 23:27:21,092 - wikidata12k - [INFO] - [E:10| 3400]: Train Loss:0.0016403, Val MRR:0.40803, wikidata12k +2023-05-06 23:29:26,843 - wikidata12k - [INFO] - [E:10| 3500]: Train Loss:0.0016399, Val MRR:0.40803, wikidata12k +2023-05-06 23:31:32,339 - wikidata12k - [INFO] - [E:10| 3600]: Train Loss:0.00164, Val MRR:0.40803, wikidata12k +2023-05-06 23:33:24,932 - wikidata12k - [INFO] - [E:10| 3700]: Train Loss:0.0016396, Val MRR:0.40803, wikidata12k +2023-05-06 23:35:28,757 - wikidata12k - [INFO] - [E:10| 3800]: Train Loss:0.0016399, Val MRR:0.40803, wikidata12k +2023-05-06 23:37:32,323 - wikidata12k - [INFO] - [E:10| 3900]: Train Loss:0.00164, Val MRR:0.40803, wikidata12k +2023-05-06 23:38:24,874 - wikidata12k - [INFO] - [Epoch:10]: Training Loss:0.00164 + +2023-05-06 23:38:25,394 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 23:39:03,307 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 23:39:25,579 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 23:40:03,773 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 23:40:25,370 - wikidata12k - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.46297, Head : 0.32621, Avg : 0.39459 + +2023-05-06 23:40:25,370 - wikidata12k - [INFO] - [Epoch 10]: Training Loss: 0.0016398, Valid MRR: 0.40803, + + + +2023-05-06 23:40:26,674 - wikidata12k - [INFO] - [E:11| 0]: Train Loss:0.0015237, Val MRR:0.40803, wikidata12k +2023-05-06 23:42:17,197 - wikidata12k - [INFO] - [E:11| 100]: Train Loss:0.0016163, Val MRR:0.40803, wikidata12k +2023-05-06 23:44:21,825 - wikidata12k - [INFO] - [E:11| 200]: Train Loss:0.0016109, Val MRR:0.40803, wikidata12k +2023-05-06 23:46:25,185 - wikidata12k - [INFO] - [E:11| 300]: Train Loss:0.001612, Val MRR:0.40803, wikidata12k +2023-05-06 23:48:29,828 - wikidata12k - [INFO] - [E:11| 400]: Train Loss:0.0016121, Val MRR:0.40803, wikidata12k +2023-05-06 23:50:22,196 - wikidata12k - [INFO] - [E:11| 500]: Train Loss:0.0016098, Val MRR:0.40803, wikidata12k +2023-05-06 23:52:25,615 - wikidata12k - [INFO] - [E:11| 600]: Train Loss:0.0016094, Val MRR:0.40803, wikidata12k +2023-05-06 23:54:30,178 - wikidata12k - [INFO] - [E:11| 700]: Train Loss:0.0016091, Val MRR:0.40803, wikidata12k +2023-05-06 23:56:33,596 - wikidata12k - [INFO] - [E:11| 800]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-06 23:58:25,844 - wikidata12k - [INFO] - [E:11| 900]: Train Loss:0.0016115, Val MRR:0.40803, wikidata12k +2023-05-07 00:00:29,810 - wikidata12k - [INFO] - [E:11| 1000]: Train Loss:0.0016123, Val MRR:0.40803, wikidata12k +2023-05-07 00:02:35,396 - wikidata12k - [INFO] - [E:11| 1100]: Train Loss:0.0016122, Val MRR:0.40803, wikidata12k +2023-05-07 00:04:39,013 - wikidata12k - [INFO] - [E:11| 1200]: Train Loss:0.0016126, Val MRR:0.40803, wikidata12k +2023-05-07 00:06:43,638 - wikidata12k - [INFO] - [E:11| 1300]: Train Loss:0.0016114, Val MRR:0.40803, wikidata12k +2023-05-07 00:08:35,556 - wikidata12k - [INFO] - [E:11| 1400]: Train Loss:0.0016113, Val MRR:0.40803, wikidata12k +2023-05-07 00:10:39,003 - wikidata12k - [INFO] - [E:11| 1500]: Train Loss:0.0016115, Val MRR:0.40803, wikidata12k +2023-05-07 00:12:42,068 - wikidata12k - [INFO] - [E:11| 1600]: Train Loss:0.0016121, Val MRR:0.40803, wikidata12k +2023-05-07 00:14:45,668 - wikidata12k - [INFO] - [E:11| 1700]: Train Loss:0.0016121, Val MRR:0.40803, wikidata12k +2023-05-07 00:16:36,927 - wikidata12k - [INFO] - [E:11| 1800]: Train Loss:0.0016128, Val MRR:0.40803, wikidata12k +2023-05-07 00:18:40,971 - wikidata12k - [INFO] - [E:11| 1900]: Train Loss:0.0016123, Val MRR:0.40803, wikidata12k +2023-05-07 00:20:45,281 - wikidata12k - [INFO] - [E:11| 2000]: Train Loss:0.0016122, Val MRR:0.40803, wikidata12k +2023-05-07 00:22:50,855 - wikidata12k - [INFO] - [E:11| 2100]: Train Loss:0.0016125, Val MRR:0.40803, wikidata12k +2023-05-07 00:24:41,397 - wikidata12k - [INFO] - [E:11| 2200]: Train Loss:0.0016117, Val MRR:0.40803, wikidata12k +2023-05-07 00:26:47,003 - wikidata12k - [INFO] - [E:11| 2300]: Train Loss:0.0016112, Val MRR:0.40803, wikidata12k +2023-05-07 00:28:51,641 - wikidata12k - [INFO] - [E:11| 2400]: Train Loss:0.001611, Val MRR:0.40803, wikidata12k +2023-05-07 00:30:56,504 - wikidata12k - [INFO] - [E:11| 2500]: Train Loss:0.0016101, Val MRR:0.40803, wikidata12k +2023-05-07 00:32:56,594 - wikidata12k - [INFO] - [E:11| 2600]: Train Loss:0.0016102, Val MRR:0.40803, wikidata12k +2023-05-07 00:34:50,810 - wikidata12k - [INFO] - [E:11| 2700]: Train Loss:0.0016098, Val MRR:0.40803, wikidata12k +2023-05-07 00:36:52,807 - wikidata12k - [INFO] - [E:11| 2800]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-07 00:38:56,981 - wikidata12k - [INFO] - [E:11| 2900]: Train Loss:0.0016101, Val MRR:0.40803, wikidata12k +2023-05-07 00:41:01,700 - wikidata12k - [INFO] - [E:11| 3000]: Train Loss:0.0016102, Val MRR:0.40803, wikidata12k +2023-05-07 00:42:52,127 - wikidata12k - [INFO] - [E:11| 3100]: Train Loss:0.0016099, Val MRR:0.40803, wikidata12k +2023-05-07 00:44:56,688 - wikidata12k - [INFO] - [E:11| 3200]: Train Loss:0.00161, Val MRR:0.40803, wikidata12k +2023-05-07 00:47:00,395 - wikidata12k - [INFO] - [E:11| 3300]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-07 00:49:04,254 - wikidata12k - [INFO] - [E:11| 3400]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-07 00:50:50,417 - wikidata12k - [INFO] - [E:11| 3500]: Train Loss:0.0016101, Val MRR:0.40803, wikidata12k +2023-05-07 00:52:44,846 - wikidata12k - [INFO] - [E:11| 3600]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-07 00:54:47,430 - wikidata12k - [INFO] - [E:11| 3700]: Train Loss:0.0016102, Val MRR:0.40803, wikidata12k +2023-05-07 00:56:50,835 - wikidata12k - [INFO] - [E:11| 3800]: Train Loss:0.0016104, Val MRR:0.40803, wikidata12k +2023-05-07 00:58:42,086 - wikidata12k - [INFO] - [E:11| 3900]: Train Loss:0.0016104, Val MRR:0.40803, wikidata12k +2023-05-07 00:59:34,722 - wikidata12k - [INFO] - [Epoch:11]: Training Loss:0.00161 + +2023-05-07 00:59:35,232 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 01:00:12,697 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 01:00:34,266 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 01:01:12,575 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 01:01:34,480 - wikidata12k - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.46088, Head : 0.3047, Avg : 0.38279 + +2023-05-07 01:01:34,481 - wikidata12k - [INFO] - [Epoch 11]: Training Loss: 0.0016104, Valid MRR: 0.40803, + + + +2023-05-07 01:01:35,742 - wikidata12k - [INFO] - [E:12| 0]: Train Loss:0.0014715, Val MRR:0.40803, wikidata12k +2023-05-07 01:03:39,323 - wikidata12k - [INFO] - [E:12| 100]: Train Loss:0.001584, Val MRR:0.40803, wikidata12k +2023-05-07 01:05:44,226 - wikidata12k - [INFO] - [E:12| 200]: Train Loss:0.0015769, Val MRR:0.40803, wikidata12k +2023-05-07 01:07:35,699 - wikidata12k - [INFO] - [E:12| 300]: Train Loss:0.0015811, Val MRR:0.40803, wikidata12k +2023-05-07 01:09:40,934 - wikidata12k - [INFO] - [E:12| 400]: Train Loss:0.0015827, Val MRR:0.40803, wikidata12k +2023-05-07 01:11:45,821 - wikidata12k - [INFO] - [E:12| 500]: Train Loss:0.0015821, Val MRR:0.40803, wikidata12k +2023-05-07 01:13:50,092 - wikidata12k - [INFO] - [E:12| 600]: Train Loss:0.0015804, Val MRR:0.40803, wikidata12k +2023-05-07 01:15:44,893 - wikidata12k - [INFO] - [E:12| 700]: Train Loss:0.0015821, Val MRR:0.40803, wikidata12k +2023-05-07 01:17:44,799 - wikidata12k - [INFO] - [E:12| 800]: Train Loss:0.0015844, Val MRR:0.40803, wikidata12k +2023-05-07 01:19:48,397 - wikidata12k - [INFO] - [E:12| 900]: Train Loss:0.0015848, Val MRR:0.40803, wikidata12k +2023-05-07 01:21:51,605 - wikidata12k - [INFO] - [E:12| 1000]: Train Loss:0.0015843, Val MRR:0.40803, wikidata12k +2023-05-07 01:23:55,989 - wikidata12k - [INFO] - [E:12| 1100]: Train Loss:0.001584, Val MRR:0.40803, wikidata12k +2023-05-07 01:25:46,942 - wikidata12k - [INFO] - [E:12| 1200]: Train Loss:0.0015833, Val MRR:0.40803, wikidata12k +2023-05-07 01:27:49,160 - wikidata12k - [INFO] - [E:12| 1300]: Train Loss:0.0015832, Val MRR:0.40803, wikidata12k +2023-05-07 01:29:51,319 - wikidata12k - [INFO] - [E:12| 1400]: Train Loss:0.0015846, Val MRR:0.40803, wikidata12k +2023-05-07 01:31:54,374 - wikidata12k - [INFO] - [E:12| 1500]: Train Loss:0.0015845, Val MRR:0.40803, wikidata12k +2023-05-07 01:33:44,738 - wikidata12k - [INFO] - [E:12| 1600]: Train Loss:0.0015853, Val MRR:0.40803, wikidata12k +2023-05-07 01:35:49,760 - wikidata12k - [INFO] - [E:12| 1700]: Train Loss:0.001586, Val MRR:0.40803, wikidata12k +2023-05-07 01:37:55,421 - wikidata12k - [INFO] - [E:12| 1800]: Train Loss:0.0015861, Val MRR:0.40803, wikidata12k +2023-05-07 01:40:00,973 - wikidata12k - [INFO] - [E:12| 1900]: Train Loss:0.0015864, Val MRR:0.40803, wikidata12k +2023-05-07 01:41:52,850 - wikidata12k - [INFO] - [E:12| 2000]: Train Loss:0.0015864, Val MRR:0.40803, wikidata12k +2023-05-07 01:43:55,093 - wikidata12k - [INFO] - [E:12| 2100]: Train Loss:0.0015864, Val MRR:0.40803, wikidata12k +2023-05-07 01:45:57,361 - wikidata12k - [INFO] - [E:12| 2200]: Train Loss:0.0015863, Val MRR:0.40803, wikidata12k +2023-05-07 01:47:59,801 - wikidata12k - [INFO] - [E:12| 2300]: Train Loss:0.0015862, Val MRR:0.40803, wikidata12k +2023-05-07 01:48:07,440 - wikidata12k - [INFO] - {'dataset': 'FB15k-237', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-07 01:48:25,665 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-07 01:48:36,455 - wikidata12k - [INFO] - [Test, Tail_Batch Step 0] wikidata12k +2023-05-07 01:49:13,626 - wikidata12k - [INFO] - [Test, Tail_Batch Step 100] wikidata12k +2023-05-07 01:49:32,230 - wikidata12k - [INFO] - [Test, Head_Batch Step 0] wikidata12k +2023-05-07 01:50:00,418 - wikidata12k - [INFO] - [E:12| 2400]: Train Loss:0.0015866, Val MRR:0.40803, wikidata12k +2023-05-07 01:50:05,348 - wikidata12k - [INFO] - [Test, Head_Batch Step 100] wikidata12k +2023-05-07 01:50:16,075 - wikidata12k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.42577, Head : 0.29595, Avg : 0.36086 + MR: Tail : 239.1, Head : 520.46, Avg : 379.78 + Hit-1: Tail : 0.30829, Head : 0.20891, Avg : 0.2586 + Hit-3: Tail : 0.49769, Head : 0.32432, Avg : 0.41101 + Hit-10: Tail : 0.64761, Head : 0.48228, Avg : 0.56494 +2023-05-07 01:51:51,435 - wikidata12k - [INFO] - [E:12| 2500]: Train Loss:0.0015871, Val MRR:0.40803, wikidata12k +2023-05-07 01:53:56,885 - wikidata12k - [INFO] - [E:12| 2600]: Train Loss:0.0015876, Val MRR:0.40803, wikidata12k +2023-05-07 01:56:00,403 - wikidata12k - [INFO] - [E:12| 2700]: Train Loss:0.0015876, Val MRR:0.40803, wikidata12k +2023-05-07 01:58:05,089 - wikidata12k - [INFO] - [E:12| 2800]: Train Loss:0.0015874, Val MRR:0.40803, wikidata12k +2023-05-07 01:59:56,989 - wikidata12k - [INFO] - [E:12| 2900]: Train Loss:0.0015875, Val MRR:0.40803, wikidata12k +2023-05-07 02:02:02,562 - wikidata12k - [INFO] - [E:12| 3000]: Train Loss:0.0015884, Val MRR:0.40803, wikidata12k +2023-05-07 02:04:08,610 - wikidata12k - [INFO] - [E:12| 3100]: Train Loss:0.0015884, Val MRR:0.40803, wikidata12k +2023-05-07 02:06:14,091 - wikidata12k - [INFO] - [E:12| 3200]: Train Loss:0.0015883, Val MRR:0.40803, wikidata12k +2023-05-07 02:08:07,070 - wikidata12k - [INFO] - [E:12| 3300]: Train Loss:0.0015882, Val MRR:0.40803, wikidata12k +2023-05-07 02:10:13,114 - wikidata12k - [INFO] - [E:12| 3400]: Train Loss:0.0015879, Val MRR:0.40803, wikidata12k +2023-05-07 02:12:18,916 - wikidata12k - [INFO] - [E:12| 3500]: Train Loss:0.0015881, Val MRR:0.40803, wikidata12k +2023-05-07 02:14:24,617 - wikidata12k - [INFO] - [E:12| 3600]: Train Loss:0.001588, Val MRR:0.40803, wikidata12k +2023-05-07 02:16:16,764 - wikidata12k - [INFO] - [E:12| 3700]: Train Loss:0.0015877, Val MRR:0.40803, wikidata12k +2023-05-07 02:18:21,266 - wikidata12k - [INFO] - [E:12| 3800]: Train Loss:0.0015879, Val MRR:0.40803, wikidata12k +2023-05-07 02:20:25,774 - wikidata12k - [INFO] - [E:12| 3900]: Train Loss:0.001588, Val MRR:0.40803, wikidata12k +2023-05-07 02:21:13,778 - wikidata12k - [INFO] - [Epoch:12]: Training Loss:0.001588 + +2023-05-07 02:21:14,302 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 02:21:51,133 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 02:22:12,120 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 02:22:49,151 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 02:23:10,312 - wikidata12k - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.46282, Head : 0.29885, Avg : 0.38084 + +2023-05-07 02:23:10,312 - wikidata12k - [INFO] - [Epoch 12]: Training Loss: 0.001588, Valid MRR: 0.40803, + + + +2023-05-07 02:23:11,665 - wikidata12k - [INFO] - [E:13| 0]: Train Loss:0.0015893, Val MRR:0.40803, wikidata12k +2023-05-07 02:25:03,300 - wikidata12k - [INFO] - [E:13| 100]: Train Loss:0.0015696, Val MRR:0.40803, wikidata12k +2023-05-07 02:27:06,851 - wikidata12k - [INFO] - [E:13| 200]: Train Loss:0.0015593, Val MRR:0.40803, wikidata12k +2023-05-07 02:29:09,720 - wikidata12k - [INFO] - [E:13| 300]: Train Loss:0.0015583, Val MRR:0.40803, wikidata12k +2023-05-07 02:31:15,365 - wikidata12k - [INFO] - [E:13| 400]: Train Loss:0.0015593, Val MRR:0.40803, wikidata12k +2023-05-07 02:33:06,938 - wikidata12k - [INFO] - [E:13| 500]: Train Loss:0.0015596, Val MRR:0.40803, wikidata12k +2023-05-07 02:35:11,682 - wikidata12k - [INFO] - [E:13| 600]: Train Loss:0.0015598, Val MRR:0.40803, wikidata12k +2023-05-07 02:37:13,834 - wikidata12k - [INFO] - [E:13| 700]: Train Loss:0.0015595, Val MRR:0.40803, wikidata12k +2023-05-07 02:39:17,843 - wikidata12k - [INFO] - [E:13| 800]: Train Loss:0.0015602, Val MRR:0.40803, wikidata12k +2023-05-07 02:41:23,451 - wikidata12k - [INFO] - [E:13| 900]: Train Loss:0.0015606, Val MRR:0.40803, wikidata12k +2023-05-07 02:43:15,138 - wikidata12k - [INFO] - [E:13| 1000]: Train Loss:0.0015611, Val MRR:0.40803, wikidata12k +2023-05-07 02:45:20,278 - wikidata12k - [INFO] - [E:13| 1100]: Train Loss:0.0015622, Val MRR:0.40803, wikidata12k +2023-05-07 02:47:24,888 - wikidata12k - [INFO] - [E:13| 1200]: Train Loss:0.001563, Val MRR:0.40803, wikidata12k +2023-05-07 02:49:30,679 - wikidata12k - [INFO] - [E:13| 1300]: Train Loss:0.0015639, Val MRR:0.40803, wikidata12k +2023-05-07 02:51:23,511 - wikidata12k - [INFO] - [E:13| 1400]: Train Loss:0.0015648, Val MRR:0.40803, wikidata12k +2023-05-07 02:53:29,195 - wikidata12k - [INFO] - [E:13| 1500]: Train Loss:0.0015642, Val MRR:0.40803, wikidata12k +2023-05-07 02:55:34,081 - wikidata12k - [INFO] - [E:13| 1600]: Train Loss:0.0015652, Val MRR:0.40803, wikidata12k +2023-05-07 02:57:39,615 - wikidata12k - [INFO] - [E:13| 1700]: Train Loss:0.0015656, Val MRR:0.40803, wikidata12k +2023-05-07 02:59:31,200 - wikidata12k - [INFO] - [E:13| 1800]: Train Loss:0.001566, Val MRR:0.40803, wikidata12k +2023-05-07 03:01:34,461 - wikidata12k - [INFO] - [E:13| 1900]: Train Loss:0.0015665, Val MRR:0.40803, wikidata12k +2023-05-07 03:03:36,542 - wikidata12k - [INFO] - [E:13| 2000]: Train Loss:0.0015669, Val MRR:0.40803, wikidata12k +2023-05-07 03:05:39,177 - wikidata12k - [INFO] - [E:13| 2100]: Train Loss:0.001567, Val MRR:0.40803, wikidata12k +2023-05-07 03:07:31,441 - wikidata12k - [INFO] - [E:13| 2200]: Train Loss:0.0015676, Val MRR:0.40803, wikidata12k +2023-05-07 03:09:33,132 - wikidata12k - [INFO] - [E:13| 2300]: Train Loss:0.0015679, Val MRR:0.40803, wikidata12k +2023-05-07 03:11:36,713 - wikidata12k - [INFO] - [E:13| 2400]: Train Loss:0.001568, Val MRR:0.40803, wikidata12k +2023-05-07 03:13:40,156 - wikidata12k - [INFO] - [E:13| 2500]: Train Loss:0.0015678, Val MRR:0.40803, wikidata12k +2023-05-07 03:15:43,618 - wikidata12k - [INFO] - [E:13| 2600]: Train Loss:0.0015675, Val MRR:0.40803, wikidata12k +2023-05-07 03:17:34,839 - wikidata12k - [INFO] - [E:13| 2700]: Train Loss:0.0015678, Val MRR:0.40803, wikidata12k +2023-05-07 03:19:37,644 - wikidata12k - [INFO] - [E:13| 2800]: Train Loss:0.0015677, Val MRR:0.40803, wikidata12k +2023-05-07 03:21:40,868 - wikidata12k - [INFO] - [E:13| 2900]: Train Loss:0.0015681, Val MRR:0.40803, wikidata12k +2023-05-07 03:23:43,267 - wikidata12k - [INFO] - [E:13| 3000]: Train Loss:0.0015683, Val MRR:0.40803, wikidata12k +2023-05-07 03:25:33,553 - wikidata12k - [INFO] - [E:13| 3100]: Train Loss:0.0015683, Val MRR:0.40803, wikidata12k +2023-05-07 03:27:40,050 - wikidata12k - [INFO] - [E:13| 3200]: Train Loss:0.0015682, Val MRR:0.40803, wikidata12k +2023-05-07 03:29:45,560 - wikidata12k - [INFO] - [E:13| 3300]: Train Loss:0.0015681, Val MRR:0.40803, wikidata12k +2023-05-07 03:31:50,492 - wikidata12k - [INFO] - [E:13| 3400]: Train Loss:0.001568, Val MRR:0.40803, wikidata12k +2023-05-07 03:33:41,221 - wikidata12k - [INFO] - [E:13| 3500]: Train Loss:0.0015677, Val MRR:0.40803, wikidata12k +2023-05-07 03:35:45,990 - wikidata12k - [INFO] - [E:13| 3600]: Train Loss:0.0015678, Val MRR:0.40803, wikidata12k +2023-05-07 03:37:50,250 - wikidata12k - [INFO] - [E:13| 3700]: Train Loss:0.0015681, Val MRR:0.40803, wikidata12k +2023-05-07 03:39:55,726 - wikidata12k - [INFO] - [E:13| 3800]: Train Loss:0.001568, Val MRR:0.40803, wikidata12k +2023-05-07 03:41:56,966 - wikidata12k - [INFO] - [E:13| 3900]: Train Loss:0.0015682, Val MRR:0.40803, wikidata12k +2023-05-07 03:42:38,681 - wikidata12k - [INFO] - [Epoch:13]: Training Loss:0.001568 + +2023-05-07 03:42:38,945 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 03:43:17,021 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 03:43:38,905 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 03:44:17,413 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 03:44:39,450 - wikidata12k - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.47519, Head : 0.26003, Avg : 0.36761 + +2023-05-07 03:44:39,450 - wikidata12k - [INFO] - [Epoch 13]: Training Loss: 0.0015682, Valid MRR: 0.40803, + + + +2023-05-07 03:44:40,746 - wikidata12k - [INFO] - [E:14| 0]: Train Loss:0.0015209, Val MRR:0.40803, wikidata12k +2023-05-07 03:46:45,753 - wikidata12k - [INFO] - [E:14| 100]: Train Loss:0.0015476, Val MRR:0.40803, wikidata12k +2023-05-07 03:48:51,350 - wikidata12k - [INFO] - [E:14| 200]: Train Loss:0.0015414, Val MRR:0.40803, wikidata12k +2023-05-07 03:50:46,227 - wikidata12k - [INFO] - [E:14| 300]: Train Loss:0.0015431, Val MRR:0.40803, wikidata12k +2023-05-07 03:52:40,002 - wikidata12k - [INFO] - [E:14| 400]: Train Loss:0.001547, Val MRR:0.40803, wikidata12k +2023-05-07 03:54:35,284 - wikidata12k - [INFO] - [E:14| 500]: Train Loss:0.0015479, Val MRR:0.40803, wikidata12k +2023-05-07 03:56:41,349 - wikidata12k - [INFO] - [E:14| 600]: Train Loss:0.0015482, Val MRR:0.40803, wikidata12k +2023-05-07 03:58:41,765 - wikidata12k - [INFO] - [E:14| 700]: Train Loss:0.0015493, Val MRR:0.40803, wikidata12k +2023-05-07 04:00:38,942 - wikidata12k - [INFO] - [E:14| 800]: Train Loss:0.0015519, Val MRR:0.40803, wikidata12k +2023-05-07 04:02:43,697 - wikidata12k - [INFO] - [E:14| 900]: Train Loss:0.0015513, Val MRR:0.40803, wikidata12k +2023-05-07 04:04:48,869 - wikidata12k - [INFO] - [E:14| 1000]: Train Loss:0.0015513, Val MRR:0.40803, wikidata12k +2023-05-07 04:06:54,508 - wikidata12k - [INFO] - [E:14| 1100]: Train Loss:0.0015505, Val MRR:0.40803, wikidata12k +2023-05-07 04:08:45,239 - wikidata12k - [INFO] - [E:14| 1200]: Train Loss:0.0015496, Val MRR:0.40803, wikidata12k +2023-05-07 04:10:48,476 - wikidata12k - [INFO] - [E:14| 1300]: Train Loss:0.0015489, Val MRR:0.40803, wikidata12k +2023-05-07 04:12:53,139 - wikidata12k - [INFO] - [E:14| 1400]: Train Loss:0.0015489, Val MRR:0.40803, wikidata12k +2023-05-07 04:14:58,186 - wikidata12k - [INFO] - [E:14| 1500]: Train Loss:0.0015492, Val MRR:0.40803, wikidata12k +2023-05-07 04:16:49,545 - wikidata12k - [INFO] - [E:14| 1600]: Train Loss:0.0015497, Val MRR:0.40803, wikidata12k +2023-05-07 04:18:52,983 - wikidata12k - [INFO] - [E:14| 1700]: Train Loss:0.0015496, Val MRR:0.40803, wikidata12k +2023-05-07 04:20:57,707 - wikidata12k - [INFO] - [E:14| 1800]: Train Loss:0.0015495, Val MRR:0.40803, wikidata12k +2023-05-07 04:23:01,324 - wikidata12k - [INFO] - [E:14| 1900]: Train Loss:0.0015489, Val MRR:0.40803, wikidata12k +2023-05-07 04:24:52,337 - wikidata12k - [INFO] - [E:14| 2000]: Train Loss:0.0015494, Val MRR:0.40803, wikidata12k +2023-05-07 04:26:57,209 - wikidata12k - [INFO] - [E:14| 2100]: Train Loss:0.0015495, Val MRR:0.40803, wikidata12k +2023-05-07 04:29:01,744 - wikidata12k - [INFO] - [E:14| 2200]: Train Loss:0.0015494, Val MRR:0.40803, wikidata12k +2023-05-07 04:31:06,839 - wikidata12k - [INFO] - [E:14| 2300]: Train Loss:0.0015489, Val MRR:0.40803, wikidata12k +2023-05-07 04:33:12,705 - wikidata12k - [INFO] - [E:14| 2400]: Train Loss:0.0015495, Val MRR:0.40803, wikidata12k +2023-05-07 04:35:03,005 - wikidata12k - [INFO] - [E:14| 2500]: Train Loss:0.0015494, Val MRR:0.40803, wikidata12k +2023-05-07 04:37:07,435 - wikidata12k - [INFO] - [E:14| 2600]: Train Loss:0.0015497, Val MRR:0.40803, wikidata12k +2023-05-07 04:39:11,045 - wikidata12k - [INFO] - [E:14| 2700]: Train Loss:0.00155, Val MRR:0.40803, wikidata12k +2023-05-07 04:41:15,855 - wikidata12k - [INFO] - [E:14| 2800]: Train Loss:0.0015506, Val MRR:0.40803, wikidata12k +2023-05-07 04:43:08,788 - wikidata12k - [INFO] - [E:14| 2900]: Train Loss:0.0015507, Val MRR:0.40803, wikidata12k +2023-05-07 04:45:14,658 - wikidata12k - [INFO] - [E:14| 3000]: Train Loss:0.001551, Val MRR:0.40803, wikidata12k +2023-05-07 04:47:20,559 - wikidata12k - [INFO] - [E:14| 3100]: Train Loss:0.001551, Val MRR:0.40803, wikidata12k +2023-05-07 04:49:25,144 - wikidata12k - [INFO] - [E:14| 3200]: Train Loss:0.0015508, Val MRR:0.40803, wikidata12k +2023-05-07 04:51:17,929 - wikidata12k - [INFO] - [E:14| 3300]: Train Loss:0.0015508, Val MRR:0.40803, wikidata12k +2023-05-07 04:53:22,510 - wikidata12k - [INFO] - [E:14| 3400]: Train Loss:0.001551, Val MRR:0.40803, wikidata12k +2023-05-07 04:55:27,444 - wikidata12k - [INFO] - [E:14| 3500]: Train Loss:0.0015507, Val MRR:0.40803, wikidata12k +2023-05-07 04:57:31,917 - wikidata12k - [INFO] - [E:14| 3600]: Train Loss:0.0015506, Val MRR:0.40803, wikidata12k +2023-05-07 04:59:24,982 - wikidata12k - [INFO] - [E:14| 3700]: Train Loss:0.0015508, Val MRR:0.40803, wikidata12k +2023-05-07 05:01:29,186 - wikidata12k - [INFO] - [E:14| 3800]: Train Loss:0.001551, Val MRR:0.40803, wikidata12k +2023-05-07 05:03:35,121 - wikidata12k - [INFO] - [E:14| 3900]: Train Loss:0.0015511, Val MRR:0.40803, wikidata12k +2023-05-07 05:04:27,879 - wikidata12k - [INFO] - [Epoch:14]: Training Loss:0.001551 + +2023-05-07 05:04:28,282 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 05:05:05,842 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 05:05:27,585 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 05:06:06,230 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 05:06:27,977 - wikidata12k - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.464, Head : 0.26699, Avg : 0.3655 + +2023-05-07 05:06:27,977 - wikidata12k - [INFO] - [Epoch 14]: Training Loss: 0.0015512, Valid MRR: 0.40803, + + + +2023-05-07 05:06:29,331 - wikidata12k - [INFO] - [E:15| 0]: Train Loss:0.0015406, Val MRR:0.40803, wikidata12k +2023-05-07 05:08:21,343 - wikidata12k - [INFO] - [E:15| 100]: Train Loss:0.0015274, Val MRR:0.40803, wikidata12k +2023-05-07 05:10:27,050 - wikidata12k - [INFO] - [E:15| 200]: Train Loss:0.0015325, Val MRR:0.40803, wikidata12k +2023-05-07 05:12:31,685 - wikidata12k - [INFO] - [E:15| 300]: Train Loss:0.0015344, Val MRR:0.40803, wikidata12k +2023-05-07 05:14:37,191 - wikidata12k - [INFO] - [E:15| 400]: Train Loss:0.0015316, Val MRR:0.40803, wikidata12k +2023-05-07 05:16:37,563 - wikidata12k - [INFO] - [E:15| 500]: Train Loss:0.0015315, Val MRR:0.40803, wikidata12k +2023-05-07 05:18:34,637 - wikidata12k - [INFO] - [E:15| 600]: Train Loss:0.001533, Val MRR:0.40803, wikidata12k +2023-05-07 05:20:40,099 - wikidata12k - [INFO] - [E:15| 700]: Train Loss:0.0015327, Val MRR:0.40803, wikidata12k +2023-05-07 05:22:35,766 - wikidata12k - [INFO] - [E:15| 800]: Train Loss:0.0015331, Val MRR:0.40803, wikidata12k +2023-05-07 05:23:47,486 - wikidata12k - [INFO] - [E:15| 900]: Train Loss:0.0015326, Val MRR:0.40803, wikidata12k +2023-05-07 05:25:31,889 - wikidata12k - [INFO] - [E:15| 1000]: Train Loss:0.0015319, Val MRR:0.40803, wikidata12k +2023-05-07 05:27:28,553 - wikidata12k - [INFO] - [E:15| 1100]: Train Loss:0.0015319, Val MRR:0.40803, wikidata12k +2023-05-07 05:29:28,760 - wikidata12k - [INFO] - [E:15| 1200]: Train Loss:0.0015322, Val MRR:0.40803, wikidata12k +2023-05-07 05:31:30,004 - wikidata12k - [INFO] - [E:15| 1300]: Train Loss:0.001532, Val MRR:0.40803, wikidata12k +2023-05-07 05:33:31,008 - wikidata12k - [INFO] - [E:15| 1400]: Train Loss:0.0015324, Val MRR:0.40803, wikidata12k +2023-05-07 05:35:22,677 - wikidata12k - [INFO] - [E:15| 1500]: Train Loss:0.0015333, Val MRR:0.40803, wikidata12k +2023-05-07 05:37:26,878 - wikidata12k - [INFO] - [E:15| 1600]: Train Loss:0.0015344, Val MRR:0.40803, wikidata12k +2023-05-07 05:39:30,933 - wikidata12k - [INFO] - [E:15| 1700]: Train Loss:0.0015344, Val MRR:0.40803, wikidata12k +2023-05-07 05:41:33,827 - wikidata12k - [INFO] - [E:15| 1800]: Train Loss:0.0015341, Val MRR:0.40803, wikidata12k +2023-05-07 05:43:24,651 - wikidata12k - [INFO] - [E:15| 1900]: Train Loss:0.0015343, Val MRR:0.40803, wikidata12k +2023-05-07 05:45:28,280 - wikidata12k - [INFO] - [E:15| 2000]: Train Loss:0.0015346, Val MRR:0.40803, wikidata12k +2023-05-07 05:47:32,123 - wikidata12k - [INFO] - [E:15| 2100]: Train Loss:0.0015348, Val MRR:0.40803, wikidata12k +2023-05-07 05:49:35,548 - wikidata12k - [INFO] - [E:15| 2200]: Train Loss:0.0015351, Val MRR:0.40803, wikidata12k +2023-05-07 05:51:29,021 - wikidata12k - [INFO] - [E:15| 2300]: Train Loss:0.0015351, Val MRR:0.40803, wikidata12k +2023-05-07 05:53:30,388 - wikidata12k - [INFO] - [E:15| 2400]: Train Loss:0.0015346, Val MRR:0.40803, wikidata12k +2023-05-07 05:55:36,252 - wikidata12k - [INFO] - [E:15| 2500]: Train Loss:0.0015346, Val MRR:0.40803, wikidata12k +2023-05-07 05:57:41,525 - wikidata12k - [INFO] - [E:15| 2600]: Train Loss:0.0015347, Val MRR:0.40803, wikidata12k +2023-05-07 05:59:47,355 - wikidata12k - [INFO] - [E:15| 2700]: Train Loss:0.001535, Val MRR:0.40803, wikidata12k +2023-05-07 06:01:38,830 - wikidata12k - [INFO] - [E:15| 2800]: Train Loss:0.0015353, Val MRR:0.40803, wikidata12k +2023-05-07 06:03:44,050 - wikidata12k - [INFO] - [E:15| 2900]: Train Loss:0.0015357, Val MRR:0.40803, wikidata12k +2023-05-07 06:05:47,938 - wikidata12k - [INFO] - [E:15| 3000]: Train Loss:0.0015356, Val MRR:0.40803, wikidata12k +2023-05-07 06:07:52,218 - wikidata12k - [INFO] - [E:15| 3100]: Train Loss:0.0015361, Val MRR:0.40803, wikidata12k +2023-05-07 06:09:42,680 - wikidata12k - [INFO] - [E:15| 3200]: Train Loss:0.0015362, Val MRR:0.40803, wikidata12k +2023-05-07 06:11:47,785 - wikidata12k - [INFO] - [E:15| 3300]: Train Loss:0.0015365, Val MRR:0.40803, wikidata12k +2023-05-07 06:13:53,667 - wikidata12k - [INFO] - [E:15| 3400]: Train Loss:0.0015366, Val MRR:0.40803, wikidata12k +2023-05-07 06:15:59,063 - wikidata12k - [INFO] - [E:15| 3500]: Train Loss:0.0015367, Val MRR:0.40803, wikidata12k +2023-05-07 06:17:51,009 - wikidata12k - [INFO] - [E:15| 3600]: Train Loss:0.0015367, Val MRR:0.40803, wikidata12k +2023-05-07 06:19:55,693 - wikidata12k - [INFO] - [E:15| 3700]: Train Loss:0.0015369, Val MRR:0.40803, wikidata12k +2023-05-07 06:22:00,027 - wikidata12k - [INFO] - [E:15| 3800]: Train Loss:0.0015367, Val MRR:0.40803, wikidata12k +2023-05-07 06:24:04,858 - wikidata12k - [INFO] - [E:15| 3900]: Train Loss:0.0015367, Val MRR:0.40803, wikidata12k +2023-05-07 06:24:57,604 - wikidata12k - [INFO] - [Epoch:15]: Training Loss:0.001537 + +2023-05-07 06:24:58,119 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 06:25:36,024 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 06:25:57,838 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 06:26:23,251 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 06:26:45,610 - wikidata12k - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.47163, Head : 0.26033, Avg : 0.36598 + +2023-05-07 06:26:45,610 - wikidata12k - [INFO] - [Epoch 15]: Training Loss: 0.0015365, Valid MRR: 0.40803, + + + +2023-05-07 06:26:46,967 - wikidata12k - [INFO] - [E:16| 0]: Train Loss:0.0014838, Val MRR:0.40803, wikidata12k +2023-05-07 06:28:53,291 - wikidata12k - [INFO] - [E:16| 100]: Train Loss:0.0015307, Val MRR:0.40803, wikidata12k +2023-05-07 06:30:59,418 - wikidata12k - [INFO] - [E:16| 200]: Train Loss:0.0015241, Val MRR:0.40803, wikidata12k +2023-05-07 06:33:04,007 - wikidata12k - [INFO] - [E:16| 300]: Train Loss:0.0015208, Val MRR:0.40803, wikidata12k +2023-05-07 06:34:54,545 - wikidata12k - [INFO] - [E:16| 400]: Train Loss:0.001522, Val MRR:0.40803, wikidata12k +2023-05-07 06:36:58,778 - wikidata12k - [INFO] - [E:16| 500]: Train Loss:0.001522, Val MRR:0.40803, wikidata12k +2023-05-07 06:39:04,147 - wikidata12k - [INFO] - [E:16| 600]: Train Loss:0.0015204, Val MRR:0.40803, wikidata12k +2023-05-07 06:41:10,129 - wikidata12k - [INFO] - [E:16| 700]: Train Loss:0.0015214, Val MRR:0.40803, wikidata12k +2023-05-07 06:43:13,089 - wikidata12k - [INFO] - [E:16| 800]: Train Loss:0.0015205, Val MRR:0.40803, wikidata12k +2023-05-07 06:45:06,222 - wikidata12k - [INFO] - [E:16| 900]: Train Loss:0.0015207, Val MRR:0.40803, wikidata12k +2023-05-07 06:47:07,584 - wikidata12k - [INFO] - [E:16| 1000]: Train Loss:0.0015211, Val MRR:0.40803, wikidata12k +2023-05-07 06:49:11,220 - wikidata12k - [INFO] - [E:16| 1100]: Train Loss:0.0015209, Val MRR:0.40803, wikidata12k +2023-05-07 06:51:16,816 - wikidata12k - [INFO] - [E:16| 1200]: Train Loss:0.0015206, Val MRR:0.40803, wikidata12k +2023-05-07 06:53:03,087 - wikidata12k - [INFO] - [E:16| 1300]: Train Loss:0.0015202, Val MRR:0.40803, wikidata12k +2023-05-07 06:54:54,469 - wikidata12k - [INFO] - [E:16| 1400]: Train Loss:0.0015204, Val MRR:0.40803, wikidata12k +2023-05-07 06:56:57,760 - wikidata12k - [INFO] - [E:16| 1500]: Train Loss:0.0015204, Val MRR:0.40803, wikidata12k +2023-05-07 06:59:02,080 - wikidata12k - [INFO] - [E:16| 1600]: Train Loss:0.0015209, Val MRR:0.40803, wikidata12k +2023-05-07 07:00:53,440 - wikidata12k - [INFO] - [E:16| 1700]: Train Loss:0.0015203, Val MRR:0.40803, wikidata12k +2023-05-07 07:02:58,608 - wikidata12k - [INFO] - [E:16| 1800]: Train Loss:0.0015208, Val MRR:0.40803, wikidata12k +2023-05-07 07:05:04,162 - wikidata12k - [INFO] - [E:16| 1900]: Train Loss:0.0015206, Val MRR:0.40803, wikidata12k +2023-05-07 07:07:08,267 - wikidata12k - [INFO] - [E:16| 2000]: Train Loss:0.001521, Val MRR:0.40803, wikidata12k +2023-05-07 07:08:59,416 - wikidata12k - [INFO] - [E:16| 2100]: Train Loss:0.0015215, Val MRR:0.40803, wikidata12k +2023-05-07 07:11:04,576 - wikidata12k - [INFO] - [E:16| 2200]: Train Loss:0.0015216, Val MRR:0.40803, wikidata12k +2023-05-07 07:13:10,491 - wikidata12k - [INFO] - [E:16| 2300]: Train Loss:0.001522, Val MRR:0.40803, wikidata12k +2023-05-07 07:15:16,058 - wikidata12k - [INFO] - [E:16| 2400]: Train Loss:0.0015223, Val MRR:0.40803, wikidata12k +2023-05-07 07:17:07,924 - wikidata12k - [INFO] - [E:16| 2500]: Train Loss:0.0015226, Val MRR:0.40803, wikidata12k +2023-05-07 07:19:12,063 - wikidata12k - [INFO] - [E:16| 2600]: Train Loss:0.0015222, Val MRR:0.40803, wikidata12k +2023-05-07 07:21:18,042 - wikidata12k - [INFO] - [E:16| 2700]: Train Loss:0.0015225, Val MRR:0.40803, wikidata12k +2023-05-07 07:23:23,457 - wikidata12k - [INFO] - [E:16| 2800]: Train Loss:0.0015228, Val MRR:0.40803, wikidata12k +2023-05-07 07:25:27,512 - wikidata12k - [INFO] - [E:16| 2900]: Train Loss:0.0015229, Val MRR:0.40803, wikidata12k +2023-05-07 07:27:19,484 - wikidata12k - [INFO] - [E:16| 3000]: Train Loss:0.0015232, Val MRR:0.40803, wikidata12k +2023-05-07 07:29:25,228 - wikidata12k - [INFO] - [E:16| 3100]: Train Loss:0.001523, Val MRR:0.40803, wikidata12k +2023-05-07 07:31:30,583 - wikidata12k - [INFO] - [E:16| 3200]: Train Loss:0.0015231, Val MRR:0.40803, wikidata12k +2023-05-07 07:33:35,806 - wikidata12k - [INFO] - [E:16| 3300]: Train Loss:0.0015233, Val MRR:0.40803, wikidata12k +2023-05-07 07:35:26,749 - wikidata12k - [INFO] - [E:16| 3400]: Train Loss:0.0015237, Val MRR:0.40803, wikidata12k +2023-05-07 07:37:32,310 - wikidata12k - [INFO] - [E:16| 3500]: Train Loss:0.0015242, Val MRR:0.40803, wikidata12k +2023-05-07 07:39:37,628 - wikidata12k - [INFO] - [E:16| 3600]: Train Loss:0.0015245, Val MRR:0.40803, wikidata12k +2023-05-07 07:41:42,238 - wikidata12k - [INFO] - [E:16| 3700]: Train Loss:0.0015247, Val MRR:0.40803, wikidata12k +2023-05-07 07:43:33,556 - wikidata12k - [INFO] - [E:16| 3800]: Train Loss:0.0015248, Val MRR:0.40803, wikidata12k +2023-05-07 07:43:34,817 - wikidata12k - [INFO] - {'dataset': 'FB15k-237', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 07:44:58,003 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 07:45:36,884 - wikidata12k - [INFO] - [E:16| 3900]: Train Loss:0.0015248, Val MRR:0.40803, wikidata12k +2023-05-07 07:45:45,235 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 07:46:29,595 - wikidata12k - [INFO] - [Epoch:16]: Training Loss:0.001525 + +2023-05-07 07:46:29,984 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 07:47:08,306 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 07:47:31,544 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 07:48:10,713 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 07:48:32,273 - wikidata12k - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.46673, Head : 0.27508, Avg : 0.3709 + +2023-05-07 07:48:32,274 - wikidata12k - [INFO] - [Epoch 16]: Training Loss: 0.001525, Valid MRR: 0.40803, + + + +2023-05-07 07:48:33,630 - wikidata12k - [INFO] - [E:17| 0]: Train Loss:0.001513, Val MRR:0.40803, wikidata12k +2023-05-07 07:50:38,596 - wikidata12k - [INFO] - [E:17| 100]: Train Loss:0.0015144, Val MRR:0.40803, wikidata12k +2023-05-07 07:51:01,971 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 07:52:30,107 - wikidata12k - [INFO] - [E:17| 200]: Train Loss:0.0015077, Val MRR:0.40803, wikidata12k +2023-05-07 07:54:36,035 - wikidata12k - [INFO] - [E:17| 300]: Train Loss:0.0015074, Val MRR:0.40803, wikidata12k +2023-05-07 07:56:40,364 - wikidata12k - [INFO] - [E:17| 400]: Train Loss:0.0015085, Val MRR:0.40803, wikidata12k +2023-05-07 07:58:45,933 - wikidata12k - [INFO] - [E:17| 500]: Train Loss:0.0015081, Val MRR:0.40803, wikidata12k +2023-05-07 08:00:38,258 - wikidata12k - [INFO] - [E:17| 600]: Train Loss:0.0015064, Val MRR:0.40803, wikidata12k +2023-05-07 08:02:42,835 - wikidata12k - [INFO] - [E:17| 700]: Train Loss:0.0015066, Val MRR:0.40803, wikidata12k +2023-05-07 08:03:04,535 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:04:48,673 - wikidata12k - [INFO] - [E:17| 800]: Train Loss:0.0015073, Val MRR:0.40803, wikidata12k +2023-05-07 08:06:52,858 - wikidata12k - [INFO] - [E:17| 900]: Train Loss:0.0015078, Val MRR:0.40803, wikidata12k +2023-05-07 08:07:15,623 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-07 08:08:44,620 - wikidata12k - [INFO] - [E:17| 1000]: Train Loss:0.0015085, Val MRR:0.40803, wikidata12k +2023-05-07 08:10:49,986 - wikidata12k - [INFO] - [E:17| 1100]: Train Loss:0.001509, Val MRR:0.40803, wikidata12k +2023-05-07 08:12:54,143 - wikidata12k - [INFO] - [E:17| 1200]: Train Loss:0.0015083, Val MRR:0.40803, wikidata12k +2023-05-07 08:13:31,569 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:14:59,682 - wikidata12k - [INFO] - [E:17| 1300]: Train Loss:0.0015092, Val MRR:0.40803, wikidata12k +2023-05-07 08:15:18,899 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:16:14,562 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:16:59,575 - wikidata12k - [INFO] - [E:17| 1400]: Train Loss:0.0015095, Val MRR:0.40803, wikidata12k +2023-05-07 08:17:10,776 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:18:56,555 - wikidata12k - [INFO] - [E:17| 1500]: Train Loss:0.0015088, Val MRR:0.40803, wikidata12k +2023-05-07 08:21:01,748 - wikidata12k - [INFO] - [E:17| 1600]: Train Loss:0.0015096, Val MRR:0.40803, wikidata12k +2023-05-07 08:23:07,131 - wikidata12k - [INFO] - [E:17| 1700]: Train Loss:0.0015098, Val MRR:0.40803, wikidata12k +2023-05-07 08:25:02,922 - wikidata12k - [INFO] - [E:17| 1800]: Train Loss:0.0015103, Val MRR:0.40803, wikidata12k +2023-05-07 08:25:08,233 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:26:52,690 - wikidata12k - [INFO] - [E:17| 1900]: Train Loss:0.0015105, Val MRR:0.40803, wikidata12k +2023-05-07 08:28:06,313 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:28:22,860 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:28:58,045 - wikidata12k - [INFO] - [E:17| 2000]: Train Loss:0.0015103, Val MRR:0.40803, wikidata12k +2023-05-07 08:29:59,979 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:30:21,661 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:31:04,214 - wikidata12k - [INFO] - [E:17| 2100]: Train Loss:0.0015107, Val MRR:0.40803, wikidata12k +2023-05-07 08:32:32,786 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:33:09,514 - wikidata12k - [INFO] - [E:17| 2200]: Train Loss:0.0015108, Val MRR:0.40803, wikidata12k +2023-05-07 08:34:10,687 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:34:49,648 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:35:02,538 - wikidata12k - [INFO] - [E:17| 2300]: Train Loss:0.0015114, Val MRR:0.40803, wikidata12k +2023-05-07 08:37:08,238 - wikidata12k - [INFO] - [E:17| 2400]: Train Loss:0.0015114, Val MRR:0.40803, wikidata12k +2023-05-07 08:39:13,807 - wikidata12k - [INFO] - [E:17| 2500]: Train Loss:0.0015111, Val MRR:0.40803, wikidata12k +2023-05-07 08:39:48,130 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:41:19,473 - wikidata12k - [INFO] - [E:17| 2600]: Train Loss:0.0015117, Val MRR:0.40803, wikidata12k +2023-05-07 08:43:12,143 - wikidata12k - [INFO] - [E:17| 2700]: Train Loss:0.0015116, Val MRR:0.40803, wikidata12k +2023-05-07 08:43:53,939 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:45:18,437 - wikidata12k - [INFO] - [E:17| 2800]: Train Loss:0.0015118, Val MRR:0.40803, wikidata12k +2023-05-07 08:47:24,090 - wikidata12k - [INFO] - [E:17| 2900]: Train Loss:0.0015121, Val MRR:0.40803, wikidata12k +2023-05-07 08:48:41,991 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:49:29,950 - wikidata12k - [INFO] - [E:17| 3000]: Train Loss:0.0015121, Val MRR:0.40803, wikidata12k +2023-05-07 08:51:22,687 - wikidata12k - [INFO] - [E:17| 3100]: Train Loss:0.0015123, Val MRR:0.40803, wikidata12k +2023-05-07 08:52:21,080 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-07 08:53:27,609 - wikidata12k - [INFO] - [E:17| 3200]: Train Loss:0.0015125, Val MRR:0.40803, wikidata12k +2023-05-07 08:55:33,263 - wikidata12k - [INFO] - [E:17| 3300]: Train Loss:0.0015129, Val MRR:0.40803, wikidata12k +2023-05-07 08:57:38,498 - wikidata12k - [INFO] - [E:17| 3400]: Train Loss:0.0015135, Val MRR:0.40803, wikidata12k +2023-05-07 08:59:37,635 - wikidata12k - [INFO] - [E:17| 3500]: Train Loss:0.0015139, Val MRR:0.40803, wikidata12k +2023-05-07 09:01:35,627 - wikidata12k - [INFO] - [E:17| 3600]: Train Loss:0.001514, Val MRR:0.40803, wikidata12k +2023-05-07 09:03:41,257 - wikidata12k - [INFO] - [E:17| 3700]: Train Loss:0.0015141, Val MRR:0.40803, wikidata12k +2023-05-07 09:05:45,872 - wikidata12k - [INFO] - [E:17| 3800]: Train Loss:0.0015143, Val MRR:0.40803, wikidata12k +2023-05-07 09:07:48,402 - wikidata12k - [INFO] - [E:17| 3900]: Train Loss:0.0015143, Val MRR:0.40803, wikidata12k +2023-05-07 09:08:27,473 - wikidata12k - [INFO] - [Epoch:17]: Training Loss:0.001514 + +2023-05-07 09:08:27,759 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 09:09:05,922 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 09:09:28,134 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 09:10:06,448 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 09:10:28,311 - wikidata12k - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.46579, Head : 0.28206, Avg : 0.37392 + +2023-05-07 09:10:28,311 - wikidata12k - [INFO] - [Epoch 17]: Training Loss: 0.0015144, Valid MRR: 0.40803, + + + +2023-05-07 09:10:29,303 - wikidata12k - [INFO] - [E:18| 0]: Train Loss:0.0014566, Val MRR:0.40803, wikidata12k +2023-05-07 09:12:33,971 - wikidata12k - [INFO] - [E:18| 100]: Train Loss:0.0014938, Val MRR:0.40803, wikidata12k +2023-05-07 09:14:39,986 - wikidata12k - [INFO] - [E:18| 200]: Train Loss:0.0014987, Val MRR:0.40803, wikidata12k +2023-05-07 09:16:46,049 - wikidata12k - [INFO] - [E:18| 300]: Train Loss:0.0014982, Val MRR:0.40803, wikidata12k +2023-05-07 09:18:36,530 - wikidata12k - [INFO] - [E:18| 400]: Train Loss:0.0014981, Val MRR:0.40803, wikidata12k +2023-05-07 09:20:42,111 - wikidata12k - [INFO] - [E:18| 500]: Train Loss:0.0014989, Val MRR:0.40803, wikidata12k +2023-05-07 09:22:48,416 - wikidata12k - [INFO] - [E:18| 600]: Train Loss:0.0014995, Val MRR:0.40803, wikidata12k +2023-05-07 09:24:53,781 - wikidata12k - [INFO] - [E:18| 700]: Train Loss:0.0014987, Val MRR:0.40803, wikidata12k +2023-05-07 09:26:44,852 - wikidata12k - [INFO] - [E:18| 800]: Train Loss:0.0014979, Val MRR:0.40803, wikidata12k +2023-05-07 09:28:49,442 - wikidata12k - [INFO] - [E:18| 900]: Train Loss:0.0014983, Val MRR:0.40803, wikidata12k +2023-05-07 09:30:54,021 - wikidata12k - [INFO] - [E:18| 1000]: Train Loss:0.0014987, Val MRR:0.40803, wikidata12k +2023-05-07 09:32:59,848 - wikidata12k - [INFO] - [E:18| 1100]: Train Loss:0.0014983, Val MRR:0.40803, wikidata12k +2023-05-07 09:34:53,011 - wikidata12k - [INFO] - [E:18| 1200]: Train Loss:0.0014985, Val MRR:0.40803, wikidata12k +2023-05-07 09:36:58,580 - wikidata12k - [INFO] - [E:18| 1300]: Train Loss:0.0014978, Val MRR:0.40803, wikidata12k +2023-05-07 09:39:01,767 - wikidata12k - [INFO] - [E:18| 1400]: Train Loss:0.0014982, Val MRR:0.40803, wikidata12k +2023-05-07 09:41:07,334 - wikidata12k - [INFO] - [E:18| 1500]: Train Loss:0.0014984, Val MRR:0.40803, wikidata12k +2023-05-07 09:42:59,243 - wikidata12k - [INFO] - [E:18| 1600]: Train Loss:0.0014986, Val MRR:0.40803, wikidata12k +2023-05-07 09:45:04,166 - wikidata12k - [INFO] - [E:18| 1700]: Train Loss:0.0014995, Val MRR:0.40803, wikidata12k +2023-05-07 09:47:07,629 - wikidata12k - [INFO] - [E:18| 1800]: Train Loss:0.0014993, Val MRR:0.40803, wikidata12k +2023-05-07 09:49:12,804 - wikidata12k - [INFO] - [E:18| 1900]: Train Loss:0.0014998, Val MRR:0.40803, wikidata12k +2023-05-07 09:51:14,651 - wikidata12k - [INFO] - [E:18| 2000]: Train Loss:0.0014999, Val MRR:0.40803, wikidata12k +2023-05-07 09:53:08,145 - wikidata12k - [INFO] - [E:18| 2100]: Train Loss:0.0015004, Val MRR:0.40803, wikidata12k +2023-05-07 09:55:07,377 - wikidata12k - [INFO] - [E:18| 2200]: Train Loss:0.0015006, Val MRR:0.40803, wikidata12k +2023-05-07 09:56:59,212 - wikidata12k - [INFO] - [E:18| 2300]: Train Loss:0.0015005, Val MRR:0.40803, wikidata12k +2023-05-07 09:59:00,700 - wikidata12k - [INFO] - [E:18| 2400]: Train Loss:0.001501, Val MRR:0.40803, wikidata12k +2023-05-07 10:00:57,198 - wikidata12k - [INFO] - [E:18| 2500]: Train Loss:0.001501, Val MRR:0.40803, wikidata12k +2023-05-07 10:03:02,347 - wikidata12k - [INFO] - [E:18| 2600]: Train Loss:0.0015011, Val MRR:0.40803, wikidata12k +2023-05-07 10:05:07,688 - wikidata12k - [INFO] - [E:18| 2700]: Train Loss:0.0015014, Val MRR:0.40803, wikidata12k +2023-05-07 10:07:12,923 - wikidata12k - [INFO] - [E:18| 2800]: Train Loss:0.001502, Val MRR:0.40803, wikidata12k +2023-05-07 10:09:05,017 - wikidata12k - [INFO] - [E:18| 2900]: Train Loss:0.0015019, Val MRR:0.40803, wikidata12k +2023-05-07 10:11:10,875 - wikidata12k - [INFO] - [E:18| 3000]: Train Loss:0.0015021, Val MRR:0.40803, wikidata12k +2023-05-07 10:13:15,603 - wikidata12k - [INFO] - [E:18| 3100]: Train Loss:0.0015022, Val MRR:0.40803, wikidata12k +2023-05-07 10:15:20,327 - wikidata12k - [INFO] - [E:18| 3200]: Train Loss:0.0015027, Val MRR:0.40803, wikidata12k +2023-05-07 10:17:11,852 - wikidata12k - [INFO] - [E:18| 3300]: Train Loss:0.0015031, Val MRR:0.40803, wikidata12k +2023-05-07 10:19:15,412 - wikidata12k - [INFO] - [E:18| 3400]: Train Loss:0.0015033, Val MRR:0.40803, wikidata12k +2023-05-07 10:21:20,155 - wikidata12k - [INFO] - [E:18| 3500]: Train Loss:0.0015033, Val MRR:0.40803, wikidata12k +2023-05-07 10:23:26,060 - wikidata12k - [INFO] - [E:18| 3600]: Train Loss:0.0015034, Val MRR:0.40803, wikidata12k +2023-05-07 10:25:16,776 - wikidata12k - [INFO] - [E:18| 3700]: Train Loss:0.0015034, Val MRR:0.40803, wikidata12k +2023-05-07 10:27:22,090 - wikidata12k - [INFO] - [E:18| 3800]: Train Loss:0.0015037, Val MRR:0.40803, wikidata12k +2023-05-07 10:29:27,793 - wikidata12k - [INFO] - [E:18| 3900]: Train Loss:0.0015038, Val MRR:0.40803, wikidata12k +2023-05-07 10:30:20,566 - wikidata12k - [INFO] - [Epoch:18]: Training Loss:0.001504 + +2023-05-07 10:30:21,079 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 10:30:58,926 - wikidata12k - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 10:31:21,023 - wikidata12k - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 10:31:59,482 - wikidata12k - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 10:32:21,062 - wikidata12k - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.46944, Head : 0.28318, Avg : 0.37631 + +2023-05-07 10:32:21,062 - wikidata12k - [INFO] - [Epoch 18]: Training Loss: 0.0015037, Valid MRR: 0.40803, + + + +2023-05-07 10:32:22,040 - wikidata12k - [INFO] - [E:19| 0]: Train Loss:0.0014476, Val MRR:0.40803, wikidata12k +2023-05-07 10:34:12,736 - wikidata12k - [INFO] - [E:19| 100]: Train Loss:0.0014835, Val MRR:0.40803, wikidata12k +2023-05-07 10:36:18,065 - wikidata12k - [INFO] - [E:19| 200]: Train Loss:0.001486, Val MRR:0.40803, wikidata12k +2023-05-07 10:38:23,437 - wikidata12k - [INFO] - [E:19| 300]: Train Loss:0.0014869, Val MRR:0.40803, wikidata12k +2023-05-07 10:40:29,077 - wikidata12k - [INFO] - [E:19| 400]: Train Loss:0.0014836, Val MRR:0.40803, wikidata12k +2023-05-07 10:42:20,661 - wikidata12k - [INFO] - [E:19| 500]: Train Loss:0.0014835, Val MRR:0.40803, wikidata12k +2023-05-07 10:44:25,950 - wikidata12k - [INFO] - [E:19| 600]: Train Loss:0.0014842, Val MRR:0.40803, wikidata12k +2023-05-07 10:46:30,398 - wikidata12k - [INFO] - [E:19| 700]: Train Loss:0.0014849, Val MRR:0.40803, wikidata12k +2023-05-07 10:48:35,739 - wikidata12k - [INFO] - [E:19| 800]: Train Loss:0.0014857, Val MRR:0.40803, wikidata12k +2023-05-07 10:50:35,532 - wikidata12k - [INFO] - [E:19| 900]: Train Loss:0.0014857, Val MRR:0.40803, wikidata12k +2023-05-07 10:52:33,637 - wikidata12k - [INFO] - [E:19| 1000]: Train Loss:0.0014863, Val MRR:0.40803, wikidata12k +2023-05-07 10:54:39,378 - wikidata12k - [INFO] - [E:19| 1100]: Train Loss:0.001487, Val MRR:0.40803, wikidata12k +2023-05-07 10:56:45,514 - wikidata12k - [INFO] - [E:19| 1200]: Train Loss:0.0014879, Val MRR:0.40803, wikidata12k +2023-05-07 10:58:51,168 - wikidata12k - [INFO] - [E:19| 1300]: Train Loss:0.0014879, Val MRR:0.40803, wikidata12k +2023-05-07 11:00:42,777 - wikidata12k - [INFO] - [E:19| 1400]: Train Loss:0.0014882, Val MRR:0.40803, wikidata12k +2023-05-07 11:02:46,537 - wikidata12k - [INFO] - [E:19| 1500]: Train Loss:0.0014889, Val MRR:0.40803, wikidata12k +2023-05-07 11:49:05,097 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-07 11:49:16,229 - wikidata12k - [INFO] - [Test, Tail_Batch Step 0] wikidata12k +2023-05-07 11:49:53,715 - wikidata12k - [INFO] - [Test, Tail_Batch Step 100] wikidata12k +2023-05-07 11:50:12,666 - wikidata12k - [INFO] - [Test, Head_Batch Step 0] wikidata12k +2023-05-07 11:50:51,118 - wikidata12k - [INFO] - [Test, Head_Batch Step 100] wikidata12k +2023-05-07 11:51:10,340 - wikidata12k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.42577, Head : 0.29595, Avg : 0.36086 + MR: Tail : 239.1, Head : 520.46, Avg : 379.78 + Hit-1: Tail : 0.30829, Head : 0.20891, Avg : 0.2586 + Hit-3: Tail : 0.49769, Head : 0.32432, Avg : 0.41101 + Hit-10: Tail : 0.64761, Head : 0.48228, Avg : 0.56494 +2023-05-09 13:36:12,157 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-09 13:48:03,025 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-09 13:52:09,220 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-09 13:53:46,930 - wikidata12k - [INFO] - [Test, Tail_Batch Step 0] wikidata12k +2023-05-09 13:57:57,209 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-09 13:58:12,180 - wikidata12k - [INFO] - [Test, Tail_Batch Step 0] wikidata12k +2023-05-09 13:59:15,253 - wikidata12k - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-09 14:01:14,274 - wikidata12k - [INFO] - [Test, Tail_Batch Step 0] wikidata12k diff --git a/log/wikidata12k_0.00003 b/log/wikidata12k_0.00003 new file mode 100644 index 0000000..03fcfdb --- /dev/null +++ b/log/wikidata12k_0.00003 @@ -0,0 +1,2 @@ +2023-06-04 17:05:45,012 - wikidata12k_0.00003 - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_0.00003', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 17:06:06,702 - wikidata12k_0.00003 - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, wikidata12k_0.00003 diff --git a/log/wikidata12k_0.001 b/log/wikidata12k_0.001 new file mode 100644 index 0000000..60c257e --- /dev/null +++ b/log/wikidata12k_0.001 @@ -0,0 +1,4918 @@ +2023-05-27 04:41:18,497 - wikidata12k_0.001 - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_0.001', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-05-27 04:41:28,635 - wikidata12k_0.001 - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:42:32,570 - wikidata12k_0.001 - [INFO] - [E:0| 100]: Train Loss:0.053587, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:43:36,618 - wikidata12k_0.001 - [INFO] - [E:0| 200]: Train Loss:0.028724, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:44:40,687 - wikidata12k_0.001 - [INFO] - [E:0| 300]: Train Loss:0.020033, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:45:44,799 - wikidata12k_0.001 - [INFO] - [E:0| 400]: Train Loss:0.015589, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:46:48,901 - wikidata12k_0.001 - [INFO] - [E:0| 500]: Train Loss:0.012878, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:47:53,124 - wikidata12k_0.001 - [INFO] - [E:0| 600]: Train Loss:0.011054, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:48:57,224 - wikidata12k_0.001 - [INFO] - [E:0| 700]: Train Loss:0.0097532, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:50:01,352 - wikidata12k_0.001 - [INFO] - [E:0| 800]: Train Loss:0.008763, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:51:05,445 - wikidata12k_0.001 - [INFO] - [E:0| 900]: Train Loss:0.0079929, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:52:09,559 - wikidata12k_0.001 - [INFO] - [E:0| 1000]: Train Loss:0.0073745, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:53:13,624 - wikidata12k_0.001 - [INFO] - [E:0| 1100]: Train Loss:0.0068693, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:54:17,823 - wikidata12k_0.001 - [INFO] - [E:0| 1200]: Train Loss:0.0064497, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:55:21,967 - wikidata12k_0.001 - [INFO] - [E:0| 1300]: Train Loss:0.0060945, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:56:26,129 - wikidata12k_0.001 - [INFO] - [E:0| 1400]: Train Loss:0.0057879, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:57:30,256 - wikidata12k_0.001 - [INFO] - [E:0| 1500]: Train Loss:0.0055195, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:58:34,350 - wikidata12k_0.001 - [INFO] - [E:0| 1600]: Train Loss:0.0052845, Val MRR:0.0, wikidata12k_0.001 +2023-05-27 04:59:16,259 - wikidata12k_0.001 - [INFO] - [Epoch:0]: Training Loss:0.005147 + +2023-05-27 04:59:16,481 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 04:59:38,187 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 04:59:50,745 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 05:00:12,609 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 05:00:25,062 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.08049, Head : 0.01947, Avg : 0.04998 + +2023-05-27 05:00:26,469 - wikidata12k_0.001 - [INFO] - [Epoch 0]: Training Loss: 0.0051469, Valid MRR: 0.04998, + + + +2023-05-27 05:00:27,127 - wikidata12k_0.001 - [INFO] - [E:1| 0]: Train Loss:0.0016275, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:01:31,277 - wikidata12k_0.001 - [INFO] - [E:1| 100]: Train Loss:0.0017991, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:02:35,390 - wikidata12k_0.001 - [INFO] - [E:1| 200]: Train Loss:0.0017846, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:03:39,590 - wikidata12k_0.001 - [INFO] - [E:1| 300]: Train Loss:0.0017789, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:04:43,748 - wikidata12k_0.001 - [INFO] - [E:1| 400]: Train Loss:0.001772, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:05:47,967 - wikidata12k_0.001 - [INFO] - [E:1| 500]: Train Loss:0.0017692, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:06:52,036 - wikidata12k_0.001 - [INFO] - [E:1| 600]: Train Loss:0.0017597, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:07:56,215 - wikidata12k_0.001 - [INFO] - [E:1| 700]: Train Loss:0.0017589, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:09:00,363 - wikidata12k_0.001 - [INFO] - [E:1| 800]: Train Loss:0.0017555, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:10:04,516 - wikidata12k_0.001 - [INFO] - [E:1| 900]: Train Loss:0.0017507, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:11:08,719 - wikidata12k_0.001 - [INFO] - [E:1| 1000]: Train Loss:0.0017476, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:12:12,940 - wikidata12k_0.001 - [INFO] - [E:1| 1100]: Train Loss:0.0017427, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:13:17,076 - wikidata12k_0.001 - [INFO] - [E:1| 1200]: Train Loss:0.0017384, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:14:21,295 - wikidata12k_0.001 - [INFO] - [E:1| 1300]: Train Loss:0.0017345, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:15:25,462 - wikidata12k_0.001 - [INFO] - [E:1| 1400]: Train Loss:0.0017307, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:16:29,614 - wikidata12k_0.001 - [INFO] - [E:1| 1500]: Train Loss:0.0017243, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:17:33,705 - wikidata12k_0.001 - [INFO] - [E:1| 1600]: Train Loss:0.001719, Val MRR:0.04998, wikidata12k_0.001 +2023-05-27 05:18:15,618 - wikidata12k_0.001 - [INFO] - [Epoch:1]: Training Loss:0.001714 + +2023-05-27 05:18:15,839 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 05:18:37,583 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 05:18:50,191 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 05:19:12,067 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 05:19:24,503 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.1748, Head : 0.04108, Avg : 0.10794 + +2023-05-27 05:19:25,566 - wikidata12k_0.001 - [INFO] - [Epoch 1]: Training Loss: 0.0017143, Valid MRR: 0.10794, + + + +2023-05-27 05:19:26,219 - wikidata12k_0.001 - [INFO] - [E:2| 0]: Train Loss:0.0016961, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:20:30,344 - wikidata12k_0.001 - [INFO] - [E:2| 100]: Train Loss:0.0016227, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:21:34,535 - wikidata12k_0.001 - [INFO] - [E:2| 200]: Train Loss:0.0016161, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:22:38,770 - wikidata12k_0.001 - [INFO] - [E:2| 300]: Train Loss:0.0016161, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:23:43,004 - wikidata12k_0.001 - [INFO] - [E:2| 400]: Train Loss:0.0016106, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:24:47,137 - wikidata12k_0.001 - [INFO] - [E:2| 500]: Train Loss:0.0016058, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:25:51,362 - wikidata12k_0.001 - [INFO] - [E:2| 600]: Train Loss:0.0016067, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:26:55,499 - wikidata12k_0.001 - [INFO] - [E:2| 700]: Train Loss:0.0016013, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:27:59,761 - wikidata12k_0.001 - [INFO] - [E:2| 800]: Train Loss:0.0015978, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:29:03,935 - wikidata12k_0.001 - [INFO] - [E:2| 900]: Train Loss:0.0015935, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:30:08,210 - wikidata12k_0.001 - [INFO] - [E:2| 1000]: Train Loss:0.0015896, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:31:12,398 - wikidata12k_0.001 - [INFO] - [E:2| 1100]: Train Loss:0.0015856, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:32:16,608 - wikidata12k_0.001 - [INFO] - [E:2| 1200]: Train Loss:0.0015814, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:33:20,836 - wikidata12k_0.001 - [INFO] - [E:2| 1300]: Train Loss:0.0015758, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:34:25,014 - wikidata12k_0.001 - [INFO] - [E:2| 1400]: Train Loss:0.001571, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:35:29,265 - wikidata12k_0.001 - [INFO] - [E:2| 1500]: Train Loss:0.001565, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:36:33,450 - wikidata12k_0.001 - [INFO] - [E:2| 1600]: Train Loss:0.0015589, Val MRR:0.10794, wikidata12k_0.001 +2023-05-27 05:37:15,383 - wikidata12k_0.001 - [INFO] - [Epoch:2]: Training Loss:0.001556 + +2023-05-27 05:37:15,603 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 05:37:37,308 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 05:37:49,874 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 05:38:11,738 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 05:38:24,173 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.28305, Head : 0.07818, Avg : 0.18062 + +2023-05-27 05:38:25,157 - wikidata12k_0.001 - [INFO] - [Epoch 2]: Training Loss: 0.001556, Valid MRR: 0.18062, + + + +2023-05-27 05:38:25,813 - wikidata12k_0.001 - [INFO] - [E:3| 0]: Train Loss:0.0013897, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:39:30,024 - wikidata12k_0.001 - [INFO] - [E:3| 100]: Train Loss:0.0014599, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:40:34,122 - wikidata12k_0.001 - [INFO] - [E:3| 200]: Train Loss:0.0014516, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:41:38,261 - wikidata12k_0.001 - [INFO] - [E:3| 300]: Train Loss:0.0014552, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:42:42,459 - wikidata12k_0.001 - [INFO] - [E:3| 400]: Train Loss:0.0014541, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:43:46,707 - wikidata12k_0.001 - [INFO] - [E:3| 500]: Train Loss:0.0014521, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:44:50,829 - wikidata12k_0.001 - [INFO] - [E:3| 600]: Train Loss:0.0014476, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:45:54,979 - wikidata12k_0.001 - [INFO] - [E:3| 700]: Train Loss:0.0014439, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:46:59,115 - wikidata12k_0.001 - [INFO] - [E:3| 800]: Train Loss:0.0014396, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:48:03,341 - wikidata12k_0.001 - [INFO] - [E:3| 900]: Train Loss:0.0014367, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:49:07,419 - wikidata12k_0.001 - [INFO] - [E:3| 1000]: Train Loss:0.0014329, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:50:11,647 - wikidata12k_0.001 - [INFO] - [E:3| 1100]: Train Loss:0.0014308, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:51:15,783 - wikidata12k_0.001 - [INFO] - [E:3| 1200]: Train Loss:0.0014276, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:52:19,915 - wikidata12k_0.001 - [INFO] - [E:3| 1300]: Train Loss:0.0014245, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:53:24,121 - wikidata12k_0.001 - [INFO] - [E:3| 1400]: Train Loss:0.0014212, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:54:28,236 - wikidata12k_0.001 - [INFO] - [E:3| 1500]: Train Loss:0.0014184, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:55:32,482 - wikidata12k_0.001 - [INFO] - [E:3| 1600]: Train Loss:0.0014147, Val MRR:0.18062, wikidata12k_0.001 +2023-05-27 05:56:14,438 - wikidata12k_0.001 - [INFO] - [Epoch:3]: Training Loss:0.001413 + +2023-05-27 05:56:14,658 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 05:56:36,372 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 05:56:48,954 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 05:57:10,881 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 05:57:23,328 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.31549, Head : 0.09979, Avg : 0.20764 + +2023-05-27 05:57:24,420 - wikidata12k_0.001 - [INFO] - [Epoch 3]: Training Loss: 0.001413, Valid MRR: 0.20764, + + + +2023-05-27 05:57:25,077 - wikidata12k_0.001 - [INFO] - [E:4| 0]: Train Loss:0.0014323, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 05:58:29,238 - wikidata12k_0.001 - [INFO] - [E:4| 100]: Train Loss:0.0013524, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 05:59:33,410 - wikidata12k_0.001 - [INFO] - [E:4| 200]: Train Loss:0.0013439, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:00:37,566 - wikidata12k_0.001 - [INFO] - [E:4| 300]: Train Loss:0.0013507, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:01:41,692 - wikidata12k_0.001 - [INFO] - [E:4| 400]: Train Loss:0.0013525, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:02:45,877 - wikidata12k_0.001 - [INFO] - [E:4| 500]: Train Loss:0.0013497, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:03:50,088 - wikidata12k_0.001 - [INFO] - [E:4| 600]: Train Loss:0.0013468, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:04:54,238 - wikidata12k_0.001 - [INFO] - [E:4| 700]: Train Loss:0.0013447, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:05:58,490 - wikidata12k_0.001 - [INFO] - [E:4| 800]: Train Loss:0.0013417, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:07:02,645 - wikidata12k_0.001 - [INFO] - [E:4| 900]: Train Loss:0.001339, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:08:06,755 - wikidata12k_0.001 - [INFO] - [E:4| 1000]: Train Loss:0.0013377, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:09:10,902 - wikidata12k_0.001 - [INFO] - [E:4| 1100]: Train Loss:0.0013348, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:10:15,038 - wikidata12k_0.001 - [INFO] - [E:4| 1200]: Train Loss:0.0013326, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:11:19,143 - wikidata12k_0.001 - [INFO] - [E:4| 1300]: Train Loss:0.0013302, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:12:23,347 - wikidata12k_0.001 - [INFO] - [E:4| 1400]: Train Loss:0.0013283, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:13:27,477 - wikidata12k_0.001 - [INFO] - [E:4| 1500]: Train Loss:0.0013269, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:14:31,542 - wikidata12k_0.001 - [INFO] - [E:4| 1600]: Train Loss:0.0013247, Val MRR:0.20764, wikidata12k_0.001 +2023-05-27 06:15:13,457 - wikidata12k_0.001 - [INFO] - [Epoch:4]: Training Loss:0.001323 + +2023-05-27 06:15:13,677 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 06:15:35,362 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 06:15:47,916 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 06:16:09,784 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 06:16:22,221 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.36022, Head : 0.1037, Avg : 0.23196 + +2023-05-27 06:16:23,220 - wikidata12k_0.001 - [INFO] - [Epoch 4]: Training Loss: 0.0013235, Valid MRR: 0.23196, + + + +2023-05-27 06:16:23,875 - wikidata12k_0.001 - [INFO] - [E:5| 0]: Train Loss:0.0013387, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:17:28,154 - wikidata12k_0.001 - [INFO] - [E:5| 100]: Train Loss:0.0012781, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:18:32,286 - wikidata12k_0.001 - [INFO] - [E:5| 200]: Train Loss:0.0012786, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:19:36,495 - wikidata12k_0.001 - [INFO] - [E:5| 300]: Train Loss:0.0012809, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:20:40,588 - wikidata12k_0.001 - [INFO] - [E:5| 400]: Train Loss:0.0012857, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:21:44,792 - wikidata12k_0.001 - [INFO] - [E:5| 500]: Train Loss:0.0012853, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:22:49,006 - wikidata12k_0.001 - [INFO] - [E:5| 600]: Train Loss:0.0012833, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:23:53,190 - wikidata12k_0.001 - [INFO] - [E:5| 700]: Train Loss:0.0012812, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:24:57,311 - wikidata12k_0.001 - [INFO] - [E:5| 800]: Train Loss:0.0012813, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:26:01,510 - wikidata12k_0.001 - [INFO] - [E:5| 900]: Train Loss:0.0012801, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:27:05,756 - wikidata12k_0.001 - [INFO] - [E:5| 1000]: Train Loss:0.0012789, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:28:09,936 - wikidata12k_0.001 - [INFO] - [E:5| 1100]: Train Loss:0.0012769, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:29:14,145 - wikidata12k_0.001 - [INFO] - [E:5| 1200]: Train Loss:0.0012746, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:30:18,293 - wikidata12k_0.001 - [INFO] - [E:5| 1300]: Train Loss:0.0012721, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:31:22,538 - wikidata12k_0.001 - [INFO] - [E:5| 1400]: Train Loss:0.0012703, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:32:26,694 - wikidata12k_0.001 - [INFO] - [E:5| 1500]: Train Loss:0.0012689, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:33:30,913 - wikidata12k_0.001 - [INFO] - [E:5| 1600]: Train Loss:0.0012677, Val MRR:0.23196, wikidata12k_0.001 +2023-05-27 06:34:12,771 - wikidata12k_0.001 - [INFO] - [Epoch:5]: Training Loss:0.001267 + +2023-05-27 06:34:12,992 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 06:34:34,725 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 06:34:47,309 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 06:35:09,233 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 06:35:21,676 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.39017, Head : 0.12832, Avg : 0.25924 + +2023-05-27 06:35:22,811 - wikidata12k_0.001 - [INFO] - [Epoch 5]: Training Loss: 0.0012668, Valid MRR: 0.25924, + + + +2023-05-27 06:35:23,469 - wikidata12k_0.001 - [INFO] - [E:6| 0]: Train Loss:0.0011894, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:36:27,594 - wikidata12k_0.001 - [INFO] - [E:6| 100]: Train Loss:0.0012342, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:37:31,786 - wikidata12k_0.001 - [INFO] - [E:6| 200]: Train Loss:0.0012378, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:38:35,956 - wikidata12k_0.001 - [INFO] - [E:6| 300]: Train Loss:0.0012388, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:39:40,226 - wikidata12k_0.001 - [INFO] - [E:6| 400]: Train Loss:0.0012378, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:40:44,423 - wikidata12k_0.001 - [INFO] - [E:6| 500]: Train Loss:0.0012438, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:41:48,645 - wikidata12k_0.001 - [INFO] - [E:6| 600]: Train Loss:0.0012421, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:42:52,773 - wikidata12k_0.001 - [INFO] - [E:6| 700]: Train Loss:0.0012408, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:43:56,948 - wikidata12k_0.001 - [INFO] - [E:6| 800]: Train Loss:0.0012416, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:45:01,063 - wikidata12k_0.001 - [INFO] - [E:6| 900]: Train Loss:0.001242, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:46:05,216 - wikidata12k_0.001 - [INFO] - [E:6| 1000]: Train Loss:0.0012397, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:47:09,350 - wikidata12k_0.001 - [INFO] - [E:6| 1100]: Train Loss:0.0012386, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:48:13,445 - wikidata12k_0.001 - [INFO] - [E:6| 1200]: Train Loss:0.0012373, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:49:17,622 - wikidata12k_0.001 - [INFO] - [E:6| 1300]: Train Loss:0.0012363, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:50:21,832 - wikidata12k_0.001 - [INFO] - [E:6| 1400]: Train Loss:0.0012346, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:51:26,056 - wikidata12k_0.001 - [INFO] - [E:6| 1500]: Train Loss:0.0012342, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:52:30,214 - wikidata12k_0.001 - [INFO] - [E:6| 1600]: Train Loss:0.001233, Val MRR:0.25924, wikidata12k_0.001 +2023-05-27 06:53:12,160 - wikidata12k_0.001 - [INFO] - [Epoch:6]: Training Loss:0.001232 + +2023-05-27 06:53:12,380 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 06:53:34,088 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 06:53:46,650 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 06:54:08,519 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 06:54:20,952 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.37877, Head : 0.18554, Avg : 0.28215 + +2023-05-27 06:54:22,025 - wikidata12k_0.001 - [INFO] - [Epoch 6]: Training Loss: 0.0012324, Valid MRR: 0.28215, + + + +2023-05-27 06:54:22,682 - wikidata12k_0.001 - [INFO] - [E:7| 0]: Train Loss:0.0011315, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 06:55:26,826 - wikidata12k_0.001 - [INFO] - [E:7| 100]: Train Loss:0.001205, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 06:56:30,996 - wikidata12k_0.001 - [INFO] - [E:7| 200]: Train Loss:0.0012037, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 06:57:35,173 - wikidata12k_0.001 - [INFO] - [E:7| 300]: Train Loss:0.0012034, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 06:58:39,365 - wikidata12k_0.001 - [INFO] - [E:7| 400]: Train Loss:0.0012073, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 06:59:43,659 - wikidata12k_0.001 - [INFO] - [E:7| 500]: Train Loss:0.0012094, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:00:47,839 - wikidata12k_0.001 - [INFO] - [E:7| 600]: Train Loss:0.0012093, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:01:51,994 - wikidata12k_0.001 - [INFO] - [E:7| 700]: Train Loss:0.0012077, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:02:56,159 - wikidata12k_0.001 - [INFO] - [E:7| 800]: Train Loss:0.0012085, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:04:00,272 - wikidata12k_0.001 - [INFO] - [E:7| 900]: Train Loss:0.0012086, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:05:04,432 - wikidata12k_0.001 - [INFO] - [E:7| 1000]: Train Loss:0.0012104, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:06:08,565 - wikidata12k_0.001 - [INFO] - [E:7| 1100]: Train Loss:0.00121, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:07:12,766 - wikidata12k_0.001 - [INFO] - [E:7| 1200]: Train Loss:0.0012097, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:08:16,920 - wikidata12k_0.001 - [INFO] - [E:7| 1300]: Train Loss:0.0012101, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:09:21,081 - wikidata12k_0.001 - [INFO] - [E:7| 1400]: Train Loss:0.0012095, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:10:25,247 - wikidata12k_0.001 - [INFO] - [E:7| 1500]: Train Loss:0.0012082, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:11:29,494 - wikidata12k_0.001 - [INFO] - [E:7| 1600]: Train Loss:0.0012075, Val MRR:0.28215, wikidata12k_0.001 +2023-05-27 07:12:11,381 - wikidata12k_0.001 - [INFO] - [Epoch:7]: Training Loss:0.001208 + +2023-05-27 07:12:11,602 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 07:12:33,359 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 07:12:45,946 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 07:13:07,852 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 07:13:20,334 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.40626, Head : 0.21375, Avg : 0.31001 + +2023-05-27 07:13:21,326 - wikidata12k_0.001 - [INFO] - [Epoch 7]: Training Loss: 0.0012077, Valid MRR: 0.31001, + + + +2023-05-27 07:13:21,980 - wikidata12k_0.001 - [INFO] - [E:8| 0]: Train Loss:0.0012363, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:14:26,096 - wikidata12k_0.001 - [INFO] - [E:8| 100]: Train Loss:0.0011868, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:15:30,354 - wikidata12k_0.001 - [INFO] - [E:8| 200]: Train Loss:0.0011847, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:16:34,466 - wikidata12k_0.001 - [INFO] - [E:8| 300]: Train Loss:0.0011814, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:17:38,565 - wikidata12k_0.001 - [INFO] - [E:8| 400]: Train Loss:0.0011847, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:18:42,799 - wikidata12k_0.001 - [INFO] - [E:8| 500]: Train Loss:0.0011887, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:19:46,964 - wikidata12k_0.001 - [INFO] - [E:8| 600]: Train Loss:0.0011901, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:20:51,144 - wikidata12k_0.001 - [INFO] - [E:8| 700]: Train Loss:0.0011897, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:21:55,282 - wikidata12k_0.001 - [INFO] - [E:8| 800]: Train Loss:0.0011913, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:22:59,411 - wikidata12k_0.001 - [INFO] - [E:8| 900]: Train Loss:0.0011918, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:24:03,538 - wikidata12k_0.001 - [INFO] - [E:8| 1000]: Train Loss:0.0011908, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:25:07,761 - wikidata12k_0.001 - [INFO] - [E:8| 1100]: Train Loss:0.0011915, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:26:11,872 - wikidata12k_0.001 - [INFO] - [E:8| 1200]: Train Loss:0.0011925, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:27:16,041 - wikidata12k_0.001 - [INFO] - [E:8| 1300]: Train Loss:0.0011918, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:28:20,210 - wikidata12k_0.001 - [INFO] - [E:8| 1400]: Train Loss:0.0011905, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:29:24,336 - wikidata12k_0.001 - [INFO] - [E:8| 1500]: Train Loss:0.0011898, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:30:28,566 - wikidata12k_0.001 - [INFO] - [E:8| 1600]: Train Loss:0.0011888, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:31:10,538 - wikidata12k_0.001 - [INFO] - [Epoch:8]: Training Loss:0.001189 + +2023-05-27 07:31:10,758 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 07:31:32,478 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 07:31:45,038 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 07:32:06,913 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 07:32:19,354 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.41408, Head : 0.20141, Avg : 0.30774 + +2023-05-27 07:32:19,354 - wikidata12k_0.001 - [INFO] - [Epoch 8]: Training Loss: 0.0011888, Valid MRR: 0.31001, + + + +2023-05-27 07:32:20,011 - wikidata12k_0.001 - [INFO] - [E:9| 0]: Train Loss:0.0011748, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:33:24,159 - wikidata12k_0.001 - [INFO] - [E:9| 100]: Train Loss:0.0011746, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:34:28,351 - wikidata12k_0.001 - [INFO] - [E:9| 200]: Train Loss:0.0011787, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:35:32,472 - wikidata12k_0.001 - [INFO] - [E:9| 300]: Train Loss:0.0011761, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:36:36,656 - wikidata12k_0.001 - [INFO] - [E:9| 400]: Train Loss:0.0011729, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:37:40,796 - wikidata12k_0.001 - [INFO] - [E:9| 500]: Train Loss:0.0011725, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:38:44,981 - wikidata12k_0.001 - [INFO] - [E:9| 600]: Train Loss:0.0011741, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:39:49,133 - wikidata12k_0.001 - [INFO] - [E:9| 700]: Train Loss:0.001173, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:40:53,329 - wikidata12k_0.001 - [INFO] - [E:9| 800]: Train Loss:0.0011736, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:41:57,558 - wikidata12k_0.001 - [INFO] - [E:9| 900]: Train Loss:0.0011731, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:43:01,737 - wikidata12k_0.001 - [INFO] - [E:9| 1000]: Train Loss:0.0011729, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:44:05,854 - wikidata12k_0.001 - [INFO] - [E:9| 1100]: Train Loss:0.001173, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:45:10,080 - wikidata12k_0.001 - [INFO] - [E:9| 1200]: Train Loss:0.0011727, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:46:14,191 - wikidata12k_0.001 - [INFO] - [E:9| 1300]: Train Loss:0.0011718, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:47:18,385 - wikidata12k_0.001 - [INFO] - [E:9| 1400]: Train Loss:0.001171, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:48:22,543 - wikidata12k_0.001 - [INFO] - [E:9| 1500]: Train Loss:0.0011709, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:49:26,748 - wikidata12k_0.001 - [INFO] - [E:9| 1600]: Train Loss:0.0011712, Val MRR:0.31001, wikidata12k_0.001 +2023-05-27 07:50:08,734 - wikidata12k_0.001 - [INFO] - [Epoch:9]: Training Loss:0.001171 + +2023-05-27 07:50:08,954 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 07:50:30,672 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 07:50:43,251 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 07:51:05,138 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 07:51:17,628 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.42849, Head : 0.23814, Avg : 0.33331 + MR: Tail : 655.47, Head : 840.42, Avg : 747.94 + Hit-1: Tail : 0.35832, Head : 0.15504, Avg : 0.25668 + Hit-3: Tail : 0.45838, Head : 0.2739, Avg : 0.36614 + Hit-10: Tail : 0.55785, Head : 0.39074, Avg : 0.47429 +2023-05-27 07:51:18,545 - wikidata12k_0.001 - [INFO] - [Epoch 9]: Training Loss: 0.0011709, Valid MRR: 0.33331, + + + +2023-05-27 07:51:19,204 - wikidata12k_0.001 - [INFO] - [E:10| 0]: Train Loss:0.00113, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 07:52:23,358 - wikidata12k_0.001 - [INFO] - [E:10| 100]: Train Loss:0.0011531, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 07:53:27,523 - wikidata12k_0.001 - [INFO] - [E:10| 200]: Train Loss:0.0011557, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 07:54:31,758 - wikidata12k_0.001 - [INFO] - [E:10| 300]: Train Loss:0.0011545, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 07:55:36,004 - wikidata12k_0.001 - [INFO] - [E:10| 400]: Train Loss:0.0011554, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 07:56:40,140 - wikidata12k_0.001 - [INFO] - [E:10| 500]: Train Loss:0.001154, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 07:57:44,301 - wikidata12k_0.001 - [INFO] - [E:10| 600]: Train Loss:0.0011525, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 07:58:48,517 - wikidata12k_0.001 - [INFO] - [E:10| 700]: Train Loss:0.0011538, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 07:59:52,698 - wikidata12k_0.001 - [INFO] - [E:10| 800]: Train Loss:0.0011536, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 08:00:56,912 - wikidata12k_0.001 - [INFO] - [E:10| 900]: Train Loss:0.0011541, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 08:02:01,143 - wikidata12k_0.001 - [INFO] - [E:10| 1000]: Train Loss:0.0011546, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 08:03:05,293 - wikidata12k_0.001 - [INFO] - [E:10| 1100]: Train Loss:0.0011542, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 08:04:09,471 - wikidata12k_0.001 - [INFO] - [E:10| 1200]: Train Loss:0.0011539, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 08:05:13,701 - wikidata12k_0.001 - [INFO] - [E:10| 1300]: Train Loss:0.0011531, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 08:06:17,887 - wikidata12k_0.001 - [INFO] - [E:10| 1400]: Train Loss:0.0011534, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 08:07:22,089 - wikidata12k_0.001 - [INFO] - [E:10| 1500]: Train Loss:0.0011546, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 08:08:26,239 - wikidata12k_0.001 - [INFO] - [E:10| 1600]: Train Loss:0.0011552, Val MRR:0.33331, wikidata12k_0.001 +2023-05-27 08:09:08,153 - wikidata12k_0.001 - [INFO] - [Epoch:10]: Training Loss:0.001156 + +2023-05-27 08:09:08,373 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 08:09:30,456 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 08:09:43,084 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 08:10:05,005 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 08:10:17,448 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.45191, Head : 0.21626, Avg : 0.33409 + +2023-05-27 08:10:18,436 - wikidata12k_0.001 - [INFO] - [Epoch 10]: Training Loss: 0.0011556, Valid MRR: 0.33409, + + + +2023-05-27 08:10:19,090 - wikidata12k_0.001 - [INFO] - [E:11| 0]: Train Loss:0.0011363, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:11:23,530 - wikidata12k_0.001 - [INFO] - [E:11| 100]: Train Loss:0.0011426, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:12:27,950 - wikidata12k_0.001 - [INFO] - [E:11| 200]: Train Loss:0.0011483, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:13:32,143 - wikidata12k_0.001 - [INFO] - [E:11| 300]: Train Loss:0.0011472, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:14:36,469 - wikidata12k_0.001 - [INFO] - [E:11| 400]: Train Loss:0.0011477, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:15:40,641 - wikidata12k_0.001 - [INFO] - [E:11| 500]: Train Loss:0.0011474, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:16:44,731 - wikidata12k_0.001 - [INFO] - [E:11| 600]: Train Loss:0.0011465, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:17:48,900 - wikidata12k_0.001 - [INFO] - [E:11| 700]: Train Loss:0.0011469, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:18:53,113 - wikidata12k_0.001 - [INFO] - [E:11| 800]: Train Loss:0.0011469, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:19:57,285 - wikidata12k_0.001 - [INFO] - [E:11| 900]: Train Loss:0.0011457, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:21:01,406 - wikidata12k_0.001 - [INFO] - [E:11| 1000]: Train Loss:0.0011445, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:22:05,596 - wikidata12k_0.001 - [INFO] - [E:11| 1100]: Train Loss:0.0011434, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:23:09,693 - wikidata12k_0.001 - [INFO] - [E:11| 1200]: Train Loss:0.0011431, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:24:13,830 - wikidata12k_0.001 - [INFO] - [E:11| 1300]: Train Loss:0.001143, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:25:18,076 - wikidata12k_0.001 - [INFO] - [E:11| 1400]: Train Loss:0.0011426, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:26:22,160 - wikidata12k_0.001 - [INFO] - [E:11| 1500]: Train Loss:0.0011422, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:27:26,373 - wikidata12k_0.001 - [INFO] - [E:11| 1600]: Train Loss:0.0011418, Val MRR:0.33409, wikidata12k_0.001 +2023-05-27 08:28:08,368 - wikidata12k_0.001 - [INFO] - [Epoch:11]: Training Loss:0.001142 + +2023-05-27 08:28:08,589 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 08:28:30,301 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 08:28:42,888 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 08:29:04,760 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 08:29:17,200 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.4433, Head : 0.23916, Avg : 0.34123 + +2023-05-27 08:29:18,266 - wikidata12k_0.001 - [INFO] - [Epoch 11]: Training Loss: 0.0011416, Valid MRR: 0.34123, + + + +2023-05-27 08:29:18,927 - wikidata12k_0.001 - [INFO] - [E:12| 0]: Train Loss:0.0010957, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:30:23,063 - wikidata12k_0.001 - [INFO] - [E:12| 100]: Train Loss:0.0011303, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:31:27,243 - wikidata12k_0.001 - [INFO] - [E:12| 200]: Train Loss:0.001132, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:32:31,360 - wikidata12k_0.001 - [INFO] - [E:12| 300]: Train Loss:0.0011321, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:33:35,484 - wikidata12k_0.001 - [INFO] - [E:12| 400]: Train Loss:0.0011313, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:34:39,656 - wikidata12k_0.001 - [INFO] - [E:12| 500]: Train Loss:0.0011302, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:35:43,783 - wikidata12k_0.001 - [INFO] - [E:12| 600]: Train Loss:0.0011318, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:36:47,900 - wikidata12k_0.001 - [INFO] - [E:12| 700]: Train Loss:0.0011316, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:37:52,082 - wikidata12k_0.001 - [INFO] - [E:12| 800]: Train Loss:0.0011323, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:38:56,174 - wikidata12k_0.001 - [INFO] - [E:12| 900]: Train Loss:0.001132, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:40:00,316 - wikidata12k_0.001 - [INFO] - [E:12| 1000]: Train Loss:0.0011317, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:41:04,530 - wikidata12k_0.001 - [INFO] - [E:12| 1100]: Train Loss:0.0011322, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:42:08,648 - wikidata12k_0.001 - [INFO] - [E:12| 1200]: Train Loss:0.0011318, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:43:12,819 - wikidata12k_0.001 - [INFO] - [E:12| 1300]: Train Loss:0.0011314, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:44:18,052 - wikidata12k_0.001 - [INFO] - [E:12| 1400]: Train Loss:0.0011312, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:45:23,336 - wikidata12k_0.001 - [INFO] - [E:12| 1500]: Train Loss:0.0011307, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:46:27,455 - wikidata12k_0.001 - [INFO] - [E:12| 1600]: Train Loss:0.0011308, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:47:09,412 - wikidata12k_0.001 - [INFO] - [Epoch:12]: Training Loss:0.001131 + +2023-05-27 08:47:09,632 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 08:47:31,334 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 08:47:43,955 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 08:48:05,850 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 08:48:18,300 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.44278, Head : 0.20995, Avg : 0.32637 + +2023-05-27 08:48:18,300 - wikidata12k_0.001 - [INFO] - [Epoch 12]: Training Loss: 0.0011305, Valid MRR: 0.34123, + + + +2023-05-27 08:48:18,954 - wikidata12k_0.001 - [INFO] - [E:13| 0]: Train Loss:0.001141, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:49:23,094 - wikidata12k_0.001 - [INFO] - [E:13| 100]: Train Loss:0.0011217, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:50:27,261 - wikidata12k_0.001 - [INFO] - [E:13| 200]: Train Loss:0.001117, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:51:31,527 - wikidata12k_0.001 - [INFO] - [E:13| 300]: Train Loss:0.0011155, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:52:36,370 - wikidata12k_0.001 - [INFO] - [E:13| 400]: Train Loss:0.001116, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:53:40,474 - wikidata12k_0.001 - [INFO] - [E:13| 500]: Train Loss:0.0011157, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:54:44,623 - wikidata12k_0.001 - [INFO] - [E:13| 600]: Train Loss:0.0011163, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:55:48,718 - wikidata12k_0.001 - [INFO] - [E:13| 700]: Train Loss:0.0011187, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:56:52,825 - wikidata12k_0.001 - [INFO] - [E:13| 800]: Train Loss:0.0011202, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:57:57,011 - wikidata12k_0.001 - [INFO] - [E:13| 900]: Train Loss:0.0011199, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 08:59:01,088 - wikidata12k_0.001 - [INFO] - [E:13| 1000]: Train Loss:0.00112, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 09:00:05,141 - wikidata12k_0.001 - [INFO] - [E:13| 1100]: Train Loss:0.0011196, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 09:01:09,329 - wikidata12k_0.001 - [INFO] - [E:13| 1200]: Train Loss:0.00112, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 09:02:13,440 - wikidata12k_0.001 - [INFO] - [E:13| 1300]: Train Loss:0.0011201, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 09:03:17,509 - wikidata12k_0.001 - [INFO] - [E:13| 1400]: Train Loss:0.0011198, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 09:04:21,698 - wikidata12k_0.001 - [INFO] - [E:13| 1500]: Train Loss:0.0011197, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 09:05:25,779 - wikidata12k_0.001 - [INFO] - [E:13| 1600]: Train Loss:0.0011192, Val MRR:0.34123, wikidata12k_0.001 +2023-05-27 09:06:07,673 - wikidata12k_0.001 - [INFO] - [Epoch:13]: Training Loss:0.001119 + +2023-05-27 09:06:07,893 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 09:06:29,603 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 09:06:42,198 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 09:07:04,108 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 09:07:16,560 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.44767, Head : 0.30499, Avg : 0.37633 + +2023-05-27 09:07:17,502 - wikidata12k_0.001 - [INFO] - [Epoch 13]: Training Loss: 0.0011192, Valid MRR: 0.37633, + + + +2023-05-27 09:07:18,160 - wikidata12k_0.001 - [INFO] - [E:14| 0]: Train Loss:0.0012551, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:08:22,321 - wikidata12k_0.001 - [INFO] - [E:14| 100]: Train Loss:0.0011084, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:09:26,434 - wikidata12k_0.001 - [INFO] - [E:14| 200]: Train Loss:0.0011103, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:10:30,605 - wikidata12k_0.001 - [INFO] - [E:14| 300]: Train Loss:0.0011116, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:11:34,756 - wikidata12k_0.001 - [INFO] - [E:14| 400]: Train Loss:0.0011089, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:12:38,860 - wikidata12k_0.001 - [INFO] - [E:14| 500]: Train Loss:0.0011105, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:13:43,050 - wikidata12k_0.001 - [INFO] - [E:14| 600]: Train Loss:0.001109, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:14:47,213 - wikidata12k_0.001 - [INFO] - [E:14| 700]: Train Loss:0.0011104, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:15:51,322 - wikidata12k_0.001 - [INFO] - [E:14| 800]: Train Loss:0.0011099, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:16:55,445 - wikidata12k_0.001 - [INFO] - [E:14| 900]: Train Loss:0.0011098, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:17:59,635 - wikidata12k_0.001 - [INFO] - [E:14| 1000]: Train Loss:0.0011093, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:19:03,744 - wikidata12k_0.001 - [INFO] - [E:14| 1100]: Train Loss:0.0011098, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:20:07,892 - wikidata12k_0.001 - [INFO] - [E:14| 1200]: Train Loss:0.0011092, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:21:12,073 - wikidata12k_0.001 - [INFO] - [E:14| 1300]: Train Loss:0.0011095, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:22:16,171 - wikidata12k_0.001 - [INFO] - [E:14| 1400]: Train Loss:0.0011097, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:23:20,240 - wikidata12k_0.001 - [INFO] - [E:14| 1500]: Train Loss:0.00111, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:24:24,426 - wikidata12k_0.001 - [INFO] - [E:14| 1600]: Train Loss:0.0011096, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:25:06,408 - wikidata12k_0.001 - [INFO] - [Epoch:14]: Training Loss:0.001109 + +2023-05-27 09:25:06,628 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 09:25:28,341 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 09:25:40,927 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 09:26:02,813 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 09:26:15,275 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.43542, Head : 0.26023, Avg : 0.34783 + +2023-05-27 09:26:15,275 - wikidata12k_0.001 - [INFO] - [Epoch 14]: Training Loss: 0.001109, Valid MRR: 0.37633, + + + +2023-05-27 09:26:15,931 - wikidata12k_0.001 - [INFO] - [E:15| 0]: Train Loss:0.0010837, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:27:20,085 - wikidata12k_0.001 - [INFO] - [E:15| 100]: Train Loss:0.001102, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:28:24,342 - wikidata12k_0.001 - [INFO] - [E:15| 200]: Train Loss:0.0010996, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:29:28,457 - wikidata12k_0.001 - [INFO] - [E:15| 300]: Train Loss:0.0011016, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:30:32,619 - wikidata12k_0.001 - [INFO] - [E:15| 400]: Train Loss:0.0011016, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:31:36,857 - wikidata12k_0.001 - [INFO] - [E:15| 500]: Train Loss:0.0011019, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:32:41,042 - wikidata12k_0.001 - [INFO] - [E:15| 600]: Train Loss:0.0011015, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:33:45,152 - wikidata12k_0.001 - [INFO] - [E:15| 700]: Train Loss:0.0011018, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:34:49,374 - wikidata12k_0.001 - [INFO] - [E:15| 800]: Train Loss:0.0011015, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:35:53,467 - wikidata12k_0.001 - [INFO] - [E:15| 900]: Train Loss:0.0011008, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:36:57,631 - wikidata12k_0.001 - [INFO] - [E:15| 1000]: Train Loss:0.0011011, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:38:01,784 - wikidata12k_0.001 - [INFO] - [E:15| 1100]: Train Loss:0.0011006, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:39:05,935 - wikidata12k_0.001 - [INFO] - [E:15| 1200]: Train Loss:0.0011011, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:40:10,150 - wikidata12k_0.001 - [INFO] - [E:15| 1300]: Train Loss:0.0011014, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:41:14,422 - wikidata12k_0.001 - [INFO] - [E:15| 1400]: Train Loss:0.001102, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:42:18,553 - wikidata12k_0.001 - [INFO] - [E:15| 1500]: Train Loss:0.0011015, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:43:22,736 - wikidata12k_0.001 - [INFO] - [E:15| 1600]: Train Loss:0.0011021, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:44:04,709 - wikidata12k_0.001 - [INFO] - [Epoch:15]: Training Loss:0.001102 + +2023-05-27 09:44:04,932 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 09:44:26,675 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 09:44:39,264 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 09:45:01,173 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 09:45:13,629 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.45315, Head : 0.23124, Avg : 0.34219 + +2023-05-27 09:45:13,630 - wikidata12k_0.001 - [INFO] - [Epoch 15]: Training Loss: 0.001102, Valid MRR: 0.37633, + + + +2023-05-27 09:45:14,286 - wikidata12k_0.001 - [INFO] - [E:16| 0]: Train Loss:0.0010702, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:46:18,533 - wikidata12k_0.001 - [INFO] - [E:16| 100]: Train Loss:0.0010978, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:47:22,754 - wikidata12k_0.001 - [INFO] - [E:16| 200]: Train Loss:0.0010966, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:48:26,978 - wikidata12k_0.001 - [INFO] - [E:16| 300]: Train Loss:0.0010946, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:49:31,236 - wikidata12k_0.001 - [INFO] - [E:16| 400]: Train Loss:0.0010947, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:50:35,419 - wikidata12k_0.001 - [INFO] - [E:16| 500]: Train Loss:0.001095, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:51:39,599 - wikidata12k_0.001 - [INFO] - [E:16| 600]: Train Loss:0.0010942, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:52:43,806 - wikidata12k_0.001 - [INFO] - [E:16| 700]: Train Loss:0.0010933, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:53:48,066 - wikidata12k_0.001 - [INFO] - [E:16| 800]: Train Loss:0.0010926, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:54:52,324 - wikidata12k_0.001 - [INFO] - [E:16| 900]: Train Loss:0.0010932, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:55:56,494 - wikidata12k_0.001 - [INFO] - [E:16| 1000]: Train Loss:0.0010925, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:57:00,643 - wikidata12k_0.001 - [INFO] - [E:16| 1100]: Train Loss:0.0010926, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:58:04,914 - wikidata12k_0.001 - [INFO] - [E:16| 1200]: Train Loss:0.0010927, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 09:59:09,182 - wikidata12k_0.001 - [INFO] - [E:16| 1300]: Train Loss:0.0010931, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:00:13,323 - wikidata12k_0.001 - [INFO] - [E:16| 1400]: Train Loss:0.0010938, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:01:17,520 - wikidata12k_0.001 - [INFO] - [E:16| 1500]: Train Loss:0.0010935, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:02:21,668 - wikidata12k_0.001 - [INFO] - [E:16| 1600]: Train Loss:0.0010935, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:03:03,587 - wikidata12k_0.001 - [INFO] - [Epoch:16]: Training Loss:0.001094 + +2023-05-27 10:03:03,807 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 10:03:25,526 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 10:03:38,118 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 10:04:00,130 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 10:04:12,600 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.44082, Head : 0.22525, Avg : 0.33304 + +2023-05-27 10:04:12,601 - wikidata12k_0.001 - [INFO] - [Epoch 16]: Training Loss: 0.0010936, Valid MRR: 0.37633, + + + +2023-05-27 10:04:13,258 - wikidata12k_0.001 - [INFO] - [E:17| 0]: Train Loss:0.0011063, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:05:17,477 - wikidata12k_0.001 - [INFO] - [E:17| 100]: Train Loss:0.0010819, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:06:21,667 - wikidata12k_0.001 - [INFO] - [E:17| 200]: Train Loss:0.0010819, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:07:25,931 - wikidata12k_0.001 - [INFO] - [E:17| 300]: Train Loss:0.0010817, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:08:30,123 - wikidata12k_0.001 - [INFO] - [E:17| 400]: Train Loss:0.0010856, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:09:34,235 - wikidata12k_0.001 - [INFO] - [E:17| 500]: Train Loss:0.0010871, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:10:38,480 - wikidata12k_0.001 - [INFO] - [E:17| 600]: Train Loss:0.0010874, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:11:42,626 - wikidata12k_0.001 - [INFO] - [E:17| 700]: Train Loss:0.0010867, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:12:46,802 - wikidata12k_0.001 - [INFO] - [E:17| 800]: Train Loss:0.0010864, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:13:50,892 - wikidata12k_0.001 - [INFO] - [E:17| 900]: Train Loss:0.0010861, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:14:55,068 - wikidata12k_0.001 - [INFO] - [E:17| 1000]: Train Loss:0.0010862, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:15:59,187 - wikidata12k_0.001 - [INFO] - [E:17| 1100]: Train Loss:0.0010859, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:17:03,307 - wikidata12k_0.001 - [INFO] - [E:17| 1200]: Train Loss:0.0010858, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:18:07,430 - wikidata12k_0.001 - [INFO] - [E:17| 1300]: Train Loss:0.0010863, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:19:11,515 - wikidata12k_0.001 - [INFO] - [E:17| 1400]: Train Loss:0.0010865, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:20:15,657 - wikidata12k_0.001 - [INFO] - [E:17| 1500]: Train Loss:0.0010866, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:21:19,857 - wikidata12k_0.001 - [INFO] - [E:17| 1600]: Train Loss:0.0010863, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:22:01,827 - wikidata12k_0.001 - [INFO] - [Epoch:17]: Training Loss:0.001086 + +2023-05-27 10:22:02,047 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 10:22:23,778 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 10:22:36,367 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 10:22:58,274 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 10:23:10,737 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.45581, Head : 0.26999, Avg : 0.3629 + +2023-05-27 10:23:10,737 - wikidata12k_0.001 - [INFO] - [Epoch 17]: Training Loss: 0.0010864, Valid MRR: 0.37633, + + + +2023-05-27 10:23:11,392 - wikidata12k_0.001 - [INFO] - [E:18| 0]: Train Loss:0.0011031, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:24:15,601 - wikidata12k_0.001 - [INFO] - [E:18| 100]: Train Loss:0.00108, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:25:19,753 - wikidata12k_0.001 - [INFO] - [E:18| 200]: Train Loss:0.0010786, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:26:23,951 - wikidata12k_0.001 - [INFO] - [E:18| 300]: Train Loss:0.0010783, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:27:28,186 - wikidata12k_0.001 - [INFO] - [E:18| 400]: Train Loss:0.0010794, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:28:32,271 - wikidata12k_0.001 - [INFO] - [E:18| 500]: Train Loss:0.0010795, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:29:36,403 - wikidata12k_0.001 - [INFO] - [E:18| 600]: Train Loss:0.0010795, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:30:40,569 - wikidata12k_0.001 - [INFO] - [E:18| 700]: Train Loss:0.0010796, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:31:44,777 - wikidata12k_0.001 - [INFO] - [E:18| 800]: Train Loss:0.0010797, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:32:48,917 - wikidata12k_0.001 - [INFO] - [E:18| 900]: Train Loss:0.0010792, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:33:53,078 - wikidata12k_0.001 - [INFO] - [E:18| 1000]: Train Loss:0.0010793, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:34:57,132 - wikidata12k_0.001 - [INFO] - [E:18| 1100]: Train Loss:0.0010794, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:36:01,243 - wikidata12k_0.001 - [INFO] - [E:18| 1200]: Train Loss:0.0010787, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:37:05,412 - wikidata12k_0.001 - [INFO] - [E:18| 1300]: Train Loss:0.0010789, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:38:09,651 - wikidata12k_0.001 - [INFO] - [E:18| 1400]: Train Loss:0.0010789, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:39:13,749 - wikidata12k_0.001 - [INFO] - [E:18| 1500]: Train Loss:0.0010789, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:40:17,878 - wikidata12k_0.001 - [INFO] - [E:18| 1600]: Train Loss:0.0010789, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:40:59,830 - wikidata12k_0.001 - [INFO] - [Epoch:18]: Training Loss:0.001079 + +2023-05-27 10:41:00,050 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 10:41:21,776 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 10:41:34,348 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 10:41:56,245 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 10:42:08,689 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.44513, Head : 0.28023, Avg : 0.36268 + +2023-05-27 10:42:08,689 - wikidata12k_0.001 - [INFO] - [Epoch 18]: Training Loss: 0.0010786, Valid MRR: 0.37633, + + + +2023-05-27 10:42:09,343 - wikidata12k_0.001 - [INFO] - [E:19| 0]: Train Loss:0.0010935, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:43:13,505 - wikidata12k_0.001 - [INFO] - [E:19| 100]: Train Loss:0.0010654, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:44:17,692 - wikidata12k_0.001 - [INFO] - [E:19| 200]: Train Loss:0.0010709, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:45:21,807 - wikidata12k_0.001 - [INFO] - [E:19| 300]: Train Loss:0.0010705, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:46:25,888 - wikidata12k_0.001 - [INFO] - [E:19| 400]: Train Loss:0.0010712, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:47:30,056 - wikidata12k_0.001 - [INFO] - [E:19| 500]: Train Loss:0.0010709, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:48:34,129 - wikidata12k_0.001 - [INFO] - [E:19| 600]: Train Loss:0.0010711, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:49:38,164 - wikidata12k_0.001 - [INFO] - [E:19| 700]: Train Loss:0.0010715, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:50:42,297 - wikidata12k_0.001 - [INFO] - [E:19| 800]: Train Loss:0.0010715, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:51:46,388 - wikidata12k_0.001 - [INFO] - [E:19| 900]: Train Loss:0.0010713, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:52:50,537 - wikidata12k_0.001 - [INFO] - [E:19| 1000]: Train Loss:0.001072, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:53:54,819 - wikidata12k_0.001 - [INFO] - [E:19| 1100]: Train Loss:0.0010717, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:54:58,958 - wikidata12k_0.001 - [INFO] - [E:19| 1200]: Train Loss:0.0010719, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:56:03,014 - wikidata12k_0.001 - [INFO] - [E:19| 1300]: Train Loss:0.0010724, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:57:07,195 - wikidata12k_0.001 - [INFO] - [E:19| 1400]: Train Loss:0.0010727, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:58:11,260 - wikidata12k_0.001 - [INFO] - [E:19| 1500]: Train Loss:0.0010727, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:59:15,383 - wikidata12k_0.001 - [INFO] - [E:19| 1600]: Train Loss:0.0010723, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 10:59:57,265 - wikidata12k_0.001 - [INFO] - [Epoch:19]: Training Loss:0.001072 + +2023-05-27 10:59:57,485 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 11:00:19,259 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 11:00:31,860 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 11:00:53,740 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 11:01:06,190 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.45181, Head : 0.26953, Avg : 0.36067 + MR: Tail : 622.26, Head : 660.97, Avg : 641.62 + Hit-1: Tail : 0.3604, Head : 0.17038, Avg : 0.26539 + Hit-3: Tail : 0.50337, Head : 0.31364, Avg : 0.4085 + Hit-10: Tail : 0.61248, Head : 0.48223, Avg : 0.54736 +2023-05-27 11:01:06,190 - wikidata12k_0.001 - [INFO] - [Epoch 19]: Training Loss: 0.0010722, Valid MRR: 0.37633, + + + +2023-05-27 11:01:06,846 - wikidata12k_0.001 - [INFO] - [E:20| 0]: Train Loss:0.0010693, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:02:10,935 - wikidata12k_0.001 - [INFO] - [E:20| 100]: Train Loss:0.0010636, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:03:15,060 - wikidata12k_0.001 - [INFO] - [E:20| 200]: Train Loss:0.0010679, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:04:19,226 - wikidata12k_0.001 - [INFO] - [E:20| 300]: Train Loss:0.0010695, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:05:23,348 - wikidata12k_0.001 - [INFO] - [E:20| 400]: Train Loss:0.0010696, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:06:27,383 - wikidata12k_0.001 - [INFO] - [E:20| 500]: Train Loss:0.0010701, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:07:31,526 - wikidata12k_0.001 - [INFO] - [E:20| 600]: Train Loss:0.0010704, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:08:35,629 - wikidata12k_0.001 - [INFO] - [E:20| 700]: Train Loss:0.0010699, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:09:39,729 - wikidata12k_0.001 - [INFO] - [E:20| 800]: Train Loss:0.0010697, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:10:44,107 - wikidata12k_0.001 - [INFO] - [E:20| 900]: Train Loss:0.0010691, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:11:48,226 - wikidata12k_0.001 - [INFO] - [E:20| 1000]: Train Loss:0.0010688, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:12:52,337 - wikidata12k_0.001 - [INFO] - [E:20| 1100]: Train Loss:0.001068, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:13:56,553 - wikidata12k_0.001 - [INFO] - [E:20| 1200]: Train Loss:0.0010677, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:15:00,676 - wikidata12k_0.001 - [INFO] - [E:20| 1300]: Train Loss:0.0010674, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:16:04,737 - wikidata12k_0.001 - [INFO] - [E:20| 1400]: Train Loss:0.0010672, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:17:08,968 - wikidata12k_0.001 - [INFO] - [E:20| 1500]: Train Loss:0.001067, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:18:13,051 - wikidata12k_0.001 - [INFO] - [E:20| 1600]: Train Loss:0.0010671, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:18:54,932 - wikidata12k_0.001 - [INFO] - [Epoch:20]: Training Loss:0.001067 + +2023-05-27 11:18:55,152 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 11:19:16,858 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 11:19:29,432 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 11:19:51,336 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 11:20:03,823 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.45475, Head : 0.2392, Avg : 0.34697 + +2023-05-27 11:20:03,823 - wikidata12k_0.001 - [INFO] - [Epoch 20]: Training Loss: 0.0010672, Valid MRR: 0.37633, + + + +2023-05-27 11:20:04,477 - wikidata12k_0.001 - [INFO] - [E:21| 0]: Train Loss:0.001117, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:21:08,569 - wikidata12k_0.001 - [INFO] - [E:21| 100]: Train Loss:0.0010549, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:22:12,638 - wikidata12k_0.001 - [INFO] - [E:21| 200]: Train Loss:0.0010574, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:23:16,795 - wikidata12k_0.001 - [INFO] - [E:21| 300]: Train Loss:0.0010579, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:24:20,966 - wikidata12k_0.001 - [INFO] - [E:21| 400]: Train Loss:0.0010586, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:25:25,074 - wikidata12k_0.001 - [INFO] - [E:21| 500]: Train Loss:0.0010582, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:26:29,224 - wikidata12k_0.001 - [INFO] - [E:21| 600]: Train Loss:0.0010578, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:27:33,410 - wikidata12k_0.001 - [INFO] - [E:21| 700]: Train Loss:0.0010581, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:28:37,513 - wikidata12k_0.001 - [INFO] - [E:21| 800]: Train Loss:0.0010585, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:29:41,618 - wikidata12k_0.001 - [INFO] - [E:21| 900]: Train Loss:0.0010593, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:30:45,783 - wikidata12k_0.001 - [INFO] - [E:21| 1000]: Train Loss:0.0010594, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:31:49,908 - wikidata12k_0.001 - [INFO] - [E:21| 1100]: Train Loss:0.0010596, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:32:54,000 - wikidata12k_0.001 - [INFO] - [E:21| 1200]: Train Loss:0.0010595, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:33:58,219 - wikidata12k_0.001 - [INFO] - [E:21| 1300]: Train Loss:0.0010596, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:35:02,328 - wikidata12k_0.001 - [INFO] - [E:21| 1400]: Train Loss:0.0010598, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:36:06,401 - wikidata12k_0.001 - [INFO] - [E:21| 1500]: Train Loss:0.0010602, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:37:10,602 - wikidata12k_0.001 - [INFO] - [E:21| 1600]: Train Loss:0.0010603, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:37:52,526 - wikidata12k_0.001 - [INFO] - [Epoch:21]: Training Loss:0.001061 + +2023-05-27 11:37:52,746 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 11:38:14,445 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 11:38:27,015 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 11:38:48,902 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 11:39:01,362 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.43692, Head : 0.25676, Avg : 0.34684 + +2023-05-27 11:39:01,363 - wikidata12k_0.001 - [INFO] - [Epoch 21]: Training Loss: 0.0010606, Valid MRR: 0.37633, + + + +2023-05-27 11:39:02,016 - wikidata12k_0.001 - [INFO] - [E:22| 0]: Train Loss:0.0010358, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:40:06,245 - wikidata12k_0.001 - [INFO] - [E:22| 100]: Train Loss:0.0010546, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:41:10,427 - wikidata12k_0.001 - [INFO] - [E:22| 200]: Train Loss:0.0010551, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:42:14,562 - wikidata12k_0.001 - [INFO] - [E:22| 300]: Train Loss:0.0010555, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:43:18,715 - wikidata12k_0.001 - [INFO] - [E:22| 400]: Train Loss:0.0010554, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:44:22,815 - wikidata12k_0.001 - [INFO] - [E:22| 500]: Train Loss:0.0010557, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:45:26,883 - wikidata12k_0.001 - [INFO] - [E:22| 600]: Train Loss:0.0010569, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:46:30,972 - wikidata12k_0.001 - [INFO] - [E:22| 700]: Train Loss:0.0010564, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:47:35,042 - wikidata12k_0.001 - [INFO] - [E:22| 800]: Train Loss:0.0010569, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:48:39,154 - wikidata12k_0.001 - [INFO] - [E:22| 900]: Train Loss:0.0010572, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:49:43,301 - wikidata12k_0.001 - [INFO] - [E:22| 1000]: Train Loss:0.0010572, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:50:47,479 - wikidata12k_0.001 - [INFO] - [E:22| 1100]: Train Loss:0.001057, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:51:51,651 - wikidata12k_0.001 - [INFO] - [E:22| 1200]: Train Loss:0.0010567, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:52:55,816 - wikidata12k_0.001 - [INFO] - [E:22| 1300]: Train Loss:0.0010567, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:54:00,071 - wikidata12k_0.001 - [INFO] - [E:22| 1400]: Train Loss:0.0010564, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:55:04,301 - wikidata12k_0.001 - [INFO] - [E:22| 1500]: Train Loss:0.0010564, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:56:08,402 - wikidata12k_0.001 - [INFO] - [E:22| 1600]: Train Loss:0.0010566, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:56:50,394 - wikidata12k_0.001 - [INFO] - [Epoch:22]: Training Loss:0.001057 + +2023-05-27 11:56:50,614 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 11:57:12,315 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 11:57:24,877 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 11:57:46,786 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 11:57:59,231 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.44551, Head : 0.22507, Avg : 0.33529 + +2023-05-27 11:57:59,231 - wikidata12k_0.001 - [INFO] - [Epoch 22]: Training Loss: 0.0010567, Valid MRR: 0.37633, + + + +2023-05-27 11:57:59,886 - wikidata12k_0.001 - [INFO] - [E:23| 0]: Train Loss:0.0010426, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 11:59:03,939 - wikidata12k_0.001 - [INFO] - [E:23| 100]: Train Loss:0.0010486, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:00:08,085 - wikidata12k_0.001 - [INFO] - [E:23| 200]: Train Loss:0.001049, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:01:12,158 - wikidata12k_0.001 - [INFO] - [E:23| 300]: Train Loss:0.001048, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:02:16,310 - wikidata12k_0.001 - [INFO] - [E:23| 400]: Train Loss:0.0010487, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:03:20,513 - wikidata12k_0.001 - [INFO] - [E:23| 500]: Train Loss:0.0010491, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:04:24,603 - wikidata12k_0.001 - [INFO] - [E:23| 600]: Train Loss:0.0010491, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:05:28,719 - wikidata12k_0.001 - [INFO] - [E:23| 700]: Train Loss:0.0010495, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:06:32,899 - wikidata12k_0.001 - [INFO] - [E:23| 800]: Train Loss:0.0010501, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:07:36,994 - wikidata12k_0.001 - [INFO] - [E:23| 900]: Train Loss:0.0010514, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:08:41,147 - wikidata12k_0.001 - [INFO] - [E:23| 1000]: Train Loss:0.0010523, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:09:45,306 - wikidata12k_0.001 - [INFO] - [E:23| 1100]: Train Loss:0.0010524, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:10:49,511 - wikidata12k_0.001 - [INFO] - [E:23| 1200]: Train Loss:0.0010526, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:11:53,617 - wikidata12k_0.001 - [INFO] - [E:23| 1300]: Train Loss:0.0010525, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:12:57,830 - wikidata12k_0.001 - [INFO] - [E:23| 1400]: Train Loss:0.0010528, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:14:02,021 - wikidata12k_0.001 - [INFO] - [E:23| 1500]: Train Loss:0.0010527, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:15:06,175 - wikidata12k_0.001 - [INFO] - [E:23| 1600]: Train Loss:0.0010529, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:15:48,077 - wikidata12k_0.001 - [INFO] - [Epoch:23]: Training Loss:0.001053 + +2023-05-27 12:15:48,298 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 12:16:10,025 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 12:16:22,604 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 12:16:44,588 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 12:16:57,052 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.44736, Head : 0.25217, Avg : 0.34977 + +2023-05-27 12:16:57,052 - wikidata12k_0.001 - [INFO] - [Epoch 23]: Training Loss: 0.0010531, Valid MRR: 0.37633, + + + +2023-05-27 12:16:57,708 - wikidata12k_0.001 - [INFO] - [E:24| 0]: Train Loss:0.0010619, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:18:01,849 - wikidata12k_0.001 - [INFO] - [E:24| 100]: Train Loss:0.0010474, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:19:05,922 - wikidata12k_0.001 - [INFO] - [E:24| 200]: Train Loss:0.0010493, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:20:10,142 - wikidata12k_0.001 - [INFO] - [E:24| 300]: Train Loss:0.0010483, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:21:14,211 - wikidata12k_0.001 - [INFO] - [E:24| 400]: Train Loss:0.0010496, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:22:18,301 - wikidata12k_0.001 - [INFO] - [E:24| 500]: Train Loss:0.0010492, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:23:22,526 - wikidata12k_0.001 - [INFO] - [E:24| 600]: Train Loss:0.0010486, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:24:26,627 - wikidata12k_0.001 - [INFO] - [E:24| 700]: Train Loss:0.0010483, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:25:30,813 - wikidata12k_0.001 - [INFO] - [E:24| 800]: Train Loss:0.0010484, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:26:34,995 - wikidata12k_0.001 - [INFO] - [E:24| 900]: Train Loss:0.0010484, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:27:39,158 - wikidata12k_0.001 - [INFO] - [E:24| 1000]: Train Loss:0.0010486, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:28:43,330 - wikidata12k_0.001 - [INFO] - [E:24| 1100]: Train Loss:0.0010488, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:29:47,552 - wikidata12k_0.001 - [INFO] - [E:24| 1200]: Train Loss:0.0010489, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:30:51,771 - wikidata12k_0.001 - [INFO] - [E:24| 1300]: Train Loss:0.0010487, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:31:55,972 - wikidata12k_0.001 - [INFO] - [E:24| 1400]: Train Loss:0.0010485, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:33:00,114 - wikidata12k_0.001 - [INFO] - [E:24| 1500]: Train Loss:0.0010485, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:34:04,343 - wikidata12k_0.001 - [INFO] - [E:24| 1600]: Train Loss:0.0010485, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:34:46,384 - wikidata12k_0.001 - [INFO] - [Epoch:24]: Training Loss:0.001049 + +2023-05-27 12:34:46,605 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 12:35:08,345 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 12:35:20,939 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 12:35:42,859 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 12:35:55,340 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.46142, Head : 0.27432, Avg : 0.36787 + +2023-05-27 12:35:55,340 - wikidata12k_0.001 - [INFO] - [Epoch 24]: Training Loss: 0.0010487, Valid MRR: 0.37633, + + + +2023-05-27 12:35:55,996 - wikidata12k_0.001 - [INFO] - [E:25| 0]: Train Loss:0.0010345, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:37:00,211 - wikidata12k_0.001 - [INFO] - [E:25| 100]: Train Loss:0.0010407, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:38:04,402 - wikidata12k_0.001 - [INFO] - [E:25| 200]: Train Loss:0.0010395, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:39:08,538 - wikidata12k_0.001 - [INFO] - [E:25| 300]: Train Loss:0.0010407, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:40:12,771 - wikidata12k_0.001 - [INFO] - [E:25| 400]: Train Loss:0.0010405, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:41:16,880 - wikidata12k_0.001 - [INFO] - [E:25| 500]: Train Loss:0.0010411, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:42:20,974 - wikidata12k_0.001 - [INFO] - [E:25| 600]: Train Loss:0.0010415, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:43:25,200 - wikidata12k_0.001 - [INFO] - [E:25| 700]: Train Loss:0.0010419, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:44:29,400 - wikidata12k_0.001 - [INFO] - [E:25| 800]: Train Loss:0.0010428, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:45:33,625 - wikidata12k_0.001 - [INFO] - [E:25| 900]: Train Loss:0.0010429, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:46:37,987 - wikidata12k_0.001 - [INFO] - [E:25| 1000]: Train Loss:0.0010427, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:47:42,113 - wikidata12k_0.001 - [INFO] - [E:25| 1100]: Train Loss:0.0010435, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:48:46,260 - wikidata12k_0.001 - [INFO] - [E:25| 1200]: Train Loss:0.0010439, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:49:50,548 - wikidata12k_0.001 - [INFO] - [E:25| 1300]: Train Loss:0.0010441, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:50:54,682 - wikidata12k_0.001 - [INFO] - [E:25| 1400]: Train Loss:0.001044, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:51:58,864 - wikidata12k_0.001 - [INFO] - [E:25| 1500]: Train Loss:0.0010438, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:53:03,040 - wikidata12k_0.001 - [INFO] - [E:25| 1600]: Train Loss:0.0010442, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:53:45,016 - wikidata12k_0.001 - [INFO] - [Epoch:25]: Training Loss:0.001044 + +2023-05-27 12:53:45,236 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 12:54:06,976 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 12:54:19,569 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 12:54:41,475 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 12:54:53,959 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.45945, Head : 0.29162, Avg : 0.37553 + +2023-05-27 12:54:53,959 - wikidata12k_0.001 - [INFO] - [Epoch 25]: Training Loss: 0.0010442, Valid MRR: 0.37633, + + + +2023-05-27 12:54:54,614 - wikidata12k_0.001 - [INFO] - [E:26| 0]: Train Loss:0.0010392, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:55:58,825 - wikidata12k_0.001 - [INFO] - [E:26| 100]: Train Loss:0.0010399, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:57:03,004 - wikidata12k_0.001 - [INFO] - [E:26| 200]: Train Loss:0.0010364, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:58:07,215 - wikidata12k_0.001 - [INFO] - [E:26| 300]: Train Loss:0.0010385, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 12:59:11,342 - wikidata12k_0.001 - [INFO] - [E:26| 400]: Train Loss:0.001039, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:00:15,552 - wikidata12k_0.001 - [INFO] - [E:26| 500]: Train Loss:0.0010389, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:01:19,725 - wikidata12k_0.001 - [INFO] - [E:26| 600]: Train Loss:0.0010391, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:02:23,902 - wikidata12k_0.001 - [INFO] - [E:26| 700]: Train Loss:0.0010401, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:03:28,141 - wikidata12k_0.001 - [INFO] - [E:26| 800]: Train Loss:0.0010399, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:04:32,309 - wikidata12k_0.001 - [INFO] - [E:26| 900]: Train Loss:0.0010402, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:05:36,512 - wikidata12k_0.001 - [INFO] - [E:26| 1000]: Train Loss:0.0010401, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:06:40,779 - wikidata12k_0.001 - [INFO] - [E:26| 1100]: Train Loss:0.0010408, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:07:44,940 - wikidata12k_0.001 - [INFO] - [E:26| 1200]: Train Loss:0.0010406, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:08:49,104 - wikidata12k_0.001 - [INFO] - [E:26| 1300]: Train Loss:0.0010409, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:09:53,314 - wikidata12k_0.001 - [INFO] - [E:26| 1400]: Train Loss:0.0010408, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:10:57,483 - wikidata12k_0.001 - [INFO] - [E:26| 1500]: Train Loss:0.0010409, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:12:01,624 - wikidata12k_0.001 - [INFO] - [E:26| 1600]: Train Loss:0.0010418, Val MRR:0.37633, wikidata12k_0.001 +2023-05-27 13:12:43,540 - wikidata12k_0.001 - [INFO] - [Epoch:26]: Training Loss:0.001042 + +2023-05-27 13:12:43,761 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 13:13:05,522 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 13:13:18,108 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 13:13:40,012 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 13:13:52,486 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.46641, Head : 0.31601, Avg : 0.39121 + +2023-05-27 13:13:53,574 - wikidata12k_0.001 - [INFO] - [Epoch 26]: Training Loss: 0.001042, Valid MRR: 0.39121, + + + +2023-05-27 13:13:54,232 - wikidata12k_0.001 - [INFO] - [E:27| 0]: Train Loss:0.0011601, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:14:58,397 - wikidata12k_0.001 - [INFO] - [E:27| 100]: Train Loss:0.0010339, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:16:02,541 - wikidata12k_0.001 - [INFO] - [E:27| 200]: Train Loss:0.0010352, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:17:06,677 - wikidata12k_0.001 - [INFO] - [E:27| 300]: Train Loss:0.0010348, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:18:10,766 - wikidata12k_0.001 - [INFO] - [E:27| 400]: Train Loss:0.0010355, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:19:14,899 - wikidata12k_0.001 - [INFO] - [E:27| 500]: Train Loss:0.0010357, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:20:19,082 - wikidata12k_0.001 - [INFO] - [E:27| 600]: Train Loss:0.0010374, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:21:23,236 - wikidata12k_0.001 - [INFO] - [E:27| 700]: Train Loss:0.001038, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:22:27,347 - wikidata12k_0.001 - [INFO] - [E:27| 800]: Train Loss:0.0010378, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:23:31,560 - wikidata12k_0.001 - [INFO] - [E:27| 900]: Train Loss:0.0010376, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:24:35,763 - wikidata12k_0.001 - [INFO] - [E:27| 1000]: Train Loss:0.001038, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:25:39,916 - wikidata12k_0.001 - [INFO] - [E:27| 1100]: Train Loss:0.0010378, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:26:44,102 - wikidata12k_0.001 - [INFO] - [E:27| 1200]: Train Loss:0.0010381, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:27:48,208 - wikidata12k_0.001 - [INFO] - [E:27| 1300]: Train Loss:0.001038, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:28:52,267 - wikidata12k_0.001 - [INFO] - [E:27| 1400]: Train Loss:0.0010381, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:29:56,436 - wikidata12k_0.001 - [INFO] - [E:27| 1500]: Train Loss:0.0010383, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:31:00,492 - wikidata12k_0.001 - [INFO] - [E:27| 1600]: Train Loss:0.0010379, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:31:42,359 - wikidata12k_0.001 - [INFO] - [Epoch:27]: Training Loss:0.001038 + +2023-05-27 13:31:42,580 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 13:32:04,307 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 13:32:16,890 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 13:32:38,870 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 13:32:51,371 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.45588, Head : 0.28208, Avg : 0.36898 + +2023-05-27 13:32:51,371 - wikidata12k_0.001 - [INFO] - [Epoch 27]: Training Loss: 0.0010378, Valid MRR: 0.39121, + + + +2023-05-27 13:32:52,027 - wikidata12k_0.001 - [INFO] - [E:28| 0]: Train Loss:0.0010324, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:33:56,141 - wikidata12k_0.001 - [INFO] - [E:28| 100]: Train Loss:0.0010296, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:35:00,225 - wikidata12k_0.001 - [INFO] - [E:28| 200]: Train Loss:0.0010313, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:36:04,439 - wikidata12k_0.001 - [INFO] - [E:28| 300]: Train Loss:0.0010326, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:37:08,515 - wikidata12k_0.001 - [INFO] - [E:28| 400]: Train Loss:0.0010317, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:38:12,626 - wikidata12k_0.001 - [INFO] - [E:28| 500]: Train Loss:0.0010312, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:39:16,765 - wikidata12k_0.001 - [INFO] - [E:28| 600]: Train Loss:0.0010311, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:40:20,899 - wikidata12k_0.001 - [INFO] - [E:28| 700]: Train Loss:0.0010312, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:41:25,057 - wikidata12k_0.001 - [INFO] - [E:28| 800]: Train Loss:0.0010318, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:42:29,195 - wikidata12k_0.001 - [INFO] - [E:28| 900]: Train Loss:0.0010324, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:43:33,428 - wikidata12k_0.001 - [INFO] - [E:28| 1000]: Train Loss:0.0010329, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:44:37,567 - wikidata12k_0.001 - [INFO] - [E:28| 1100]: Train Loss:0.0010328, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:45:41,672 - wikidata12k_0.001 - [INFO] - [E:28| 1200]: Train Loss:0.0010329, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:46:45,864 - wikidata12k_0.001 - [INFO] - [E:28| 1300]: Train Loss:0.0010332, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:47:49,946 - wikidata12k_0.001 - [INFO] - [E:28| 1400]: Train Loss:0.0010337, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:48:54,076 - wikidata12k_0.001 - [INFO] - [E:28| 1500]: Train Loss:0.0010343, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:49:58,269 - wikidata12k_0.001 - [INFO] - [E:28| 1600]: Train Loss:0.0010342, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:50:40,200 - wikidata12k_0.001 - [INFO] - [Epoch:28]: Training Loss:0.001034 + +2023-05-27 13:50:40,420 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 13:51:02,166 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 13:51:14,749 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 13:51:36,657 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 13:51:49,129 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.45644, Head : 0.28002, Avg : 0.36823 + +2023-05-27 13:51:49,129 - wikidata12k_0.001 - [INFO] - [Epoch 28]: Training Loss: 0.0010341, Valid MRR: 0.39121, + + + +2023-05-27 13:51:49,786 - wikidata12k_0.001 - [INFO] - [E:29| 0]: Train Loss:0.0010387, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:52:53,940 - wikidata12k_0.001 - [INFO] - [E:29| 100]: Train Loss:0.0010263, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:53:58,054 - wikidata12k_0.001 - [INFO] - [E:29| 200]: Train Loss:0.0010282, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:55:02,189 - wikidata12k_0.001 - [INFO] - [E:29| 300]: Train Loss:0.0010291, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:56:06,445 - wikidata12k_0.001 - [INFO] - [E:29| 400]: Train Loss:0.0010298, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:57:10,578 - wikidata12k_0.001 - [INFO] - [E:29| 500]: Train Loss:0.0010312, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:58:14,730 - wikidata12k_0.001 - [INFO] - [E:29| 600]: Train Loss:0.0010317, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 13:59:18,958 - wikidata12k_0.001 - [INFO] - [E:29| 700]: Train Loss:0.0010309, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:00:23,059 - wikidata12k_0.001 - [INFO] - [E:29| 800]: Train Loss:0.0010305, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:01:27,145 - wikidata12k_0.001 - [INFO] - [E:29| 900]: Train Loss:0.0010307, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:02:31,413 - wikidata12k_0.001 - [INFO] - [E:29| 1000]: Train Loss:0.0010316, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:03:35,562 - wikidata12k_0.001 - [INFO] - [E:29| 1100]: Train Loss:0.0010314, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:04:39,747 - wikidata12k_0.001 - [INFO] - [E:29| 1200]: Train Loss:0.001031, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:05:43,957 - wikidata12k_0.001 - [INFO] - [E:29| 1300]: Train Loss:0.0010313, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:06:48,133 - wikidata12k_0.001 - [INFO] - [E:29| 1400]: Train Loss:0.0010319, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:07:52,255 - wikidata12k_0.001 - [INFO] - [E:29| 1500]: Train Loss:0.0010319, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:08:56,328 - wikidata12k_0.001 - [INFO] - [E:29| 1600]: Train Loss:0.001032, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:09:38,356 - wikidata12k_0.001 - [INFO] - [Epoch:29]: Training Loss:0.001032 + +2023-05-27 14:09:38,576 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 14:10:00,329 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 14:10:12,912 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 14:10:34,844 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 14:10:47,313 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.47043, Head : 0.23567, Avg : 0.35305 + MR: Tail : 731.29, Head : 725.35, Avg : 728.32 + Hit-1: Tail : 0.38717, Head : 0.13985, Avg : 0.26351 + Hit-3: Tail : 0.51351, Head : 0.25742, Avg : 0.38547 + Hit-10: Tail : 0.62673, Head : 0.44952, Avg : 0.53813 +2023-05-27 14:10:47,313 - wikidata12k_0.001 - [INFO] - [Epoch 29]: Training Loss: 0.001032, Valid MRR: 0.39121, + + + +2023-05-27 14:10:47,969 - wikidata12k_0.001 - [INFO] - [E:30| 0]: Train Loss:0.00098302, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:11:52,108 - wikidata12k_0.001 - [INFO] - [E:30| 100]: Train Loss:0.0010278, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:12:56,266 - wikidata12k_0.001 - [INFO] - [E:30| 200]: Train Loss:0.0010243, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:14:00,448 - wikidata12k_0.001 - [INFO] - [E:30| 300]: Train Loss:0.0010262, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:15:04,630 - wikidata12k_0.001 - [INFO] - [E:30| 400]: Train Loss:0.0010274, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:16:08,902 - wikidata12k_0.001 - [INFO] - [E:30| 500]: Train Loss:0.0010275, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:17:12,952 - wikidata12k_0.001 - [INFO] - [E:30| 600]: Train Loss:0.0010272, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:18:17,092 - wikidata12k_0.001 - [INFO] - [E:30| 700]: Train Loss:0.0010266, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:19:21,338 - wikidata12k_0.001 - [INFO] - [E:30| 800]: Train Loss:0.0010273, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:20:25,476 - wikidata12k_0.001 - [INFO] - [E:30| 900]: Train Loss:0.0010275, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:21:29,560 - wikidata12k_0.001 - [INFO] - [E:30| 1000]: Train Loss:0.0010275, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:22:33,743 - wikidata12k_0.001 - [INFO] - [E:30| 1100]: Train Loss:0.0010276, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:23:37,911 - wikidata12k_0.001 - [INFO] - [E:30| 1200]: Train Loss:0.0010275, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:24:41,994 - wikidata12k_0.001 - [INFO] - [E:30| 1300]: Train Loss:0.0010276, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:25:46,221 - wikidata12k_0.001 - [INFO] - [E:30| 1400]: Train Loss:0.0010278, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:26:50,470 - wikidata12k_0.001 - [INFO] - [E:30| 1500]: Train Loss:0.0010283, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:27:54,612 - wikidata12k_0.001 - [INFO] - [E:30| 1600]: Train Loss:0.0010286, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:28:36,522 - wikidata12k_0.001 - [INFO] - [Epoch:30]: Training Loss:0.001029 + +2023-05-27 14:28:36,742 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 14:28:58,474 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 14:29:11,083 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 14:29:33,006 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 14:29:45,464 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.46797, Head : 0.24811, Avg : 0.35804 + +2023-05-27 14:29:45,464 - wikidata12k_0.001 - [INFO] - [Epoch 30]: Training Loss: 0.0010286, Valid MRR: 0.39121, + + + +2023-05-27 14:29:46,119 - wikidata12k_0.001 - [INFO] - [E:31| 0]: Train Loss:0.001004, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:30:50,192 - wikidata12k_0.001 - [INFO] - [E:31| 100]: Train Loss:0.00102, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:31:54,339 - wikidata12k_0.001 - [INFO] - [E:31| 200]: Train Loss:0.0010236, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:32:58,600 - wikidata12k_0.001 - [INFO] - [E:31| 300]: Train Loss:0.0010233, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:34:02,879 - wikidata12k_0.001 - [INFO] - [E:31| 400]: Train Loss:0.0010235, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:35:07,058 - wikidata12k_0.001 - [INFO] - [E:31| 500]: Train Loss:0.0010235, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:36:11,314 - wikidata12k_0.001 - [INFO] - [E:31| 600]: Train Loss:0.0010242, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:37:15,501 - wikidata12k_0.001 - [INFO] - [E:31| 700]: Train Loss:0.001024, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:38:19,664 - wikidata12k_0.001 - [INFO] - [E:31| 800]: Train Loss:0.0010235, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:39:23,925 - wikidata12k_0.001 - [INFO] - [E:31| 900]: Train Loss:0.0010236, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:40:28,115 - wikidata12k_0.001 - [INFO] - [E:31| 1000]: Train Loss:0.0010236, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:41:32,219 - wikidata12k_0.001 - [INFO] - [E:31| 1100]: Train Loss:0.001024, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:42:36,411 - wikidata12k_0.001 - [INFO] - [E:31| 1200]: Train Loss:0.0010241, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:43:40,579 - wikidata12k_0.001 - [INFO] - [E:31| 1300]: Train Loss:0.0010247, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:44:44,795 - wikidata12k_0.001 - [INFO] - [E:31| 1400]: Train Loss:0.0010247, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:45:49,153 - wikidata12k_0.001 - [INFO] - [E:31| 1500]: Train Loss:0.0010246, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:46:53,375 - wikidata12k_0.001 - [INFO] - [E:31| 1600]: Train Loss:0.0010251, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:47:35,273 - wikidata12k_0.001 - [INFO] - [Epoch:31]: Training Loss:0.001025 + +2023-05-27 14:47:35,493 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 14:47:57,272 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 14:48:09,865 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 14:48:31,776 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 14:48:44,243 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.46361, Head : 0.25559, Avg : 0.3596 + +2023-05-27 14:48:44,243 - wikidata12k_0.001 - [INFO] - [Epoch 31]: Training Loss: 0.0010253, Valid MRR: 0.39121, + + + +2023-05-27 14:48:44,898 - wikidata12k_0.001 - [INFO] - [E:32| 0]: Train Loss:0.0010078, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:49:49,173 - wikidata12k_0.001 - [INFO] - [E:32| 100]: Train Loss:0.0010212, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:50:53,535 - wikidata12k_0.001 - [INFO] - [E:32| 200]: Train Loss:0.0010206, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:51:58,020 - wikidata12k_0.001 - [INFO] - [E:32| 300]: Train Loss:0.0010221, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:53:02,504 - wikidata12k_0.001 - [INFO] - [E:32| 400]: Train Loss:0.0010208, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:54:06,987 - wikidata12k_0.001 - [INFO] - [E:32| 500]: Train Loss:0.0010213, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:55:11,539 - wikidata12k_0.001 - [INFO] - [E:32| 600]: Train Loss:0.0010219, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:56:16,110 - wikidata12k_0.001 - [INFO] - [E:32| 700]: Train Loss:0.0010216, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:57:20,561 - wikidata12k_0.001 - [INFO] - [E:32| 800]: Train Loss:0.0010219, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:58:25,208 - wikidata12k_0.001 - [INFO] - [E:32| 900]: Train Loss:0.0010221, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 14:59:29,864 - wikidata12k_0.001 - [INFO] - [E:32| 1000]: Train Loss:0.0010228, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:00:34,560 - wikidata12k_0.001 - [INFO] - [E:32| 1100]: Train Loss:0.0010231, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:01:39,056 - wikidata12k_0.001 - [INFO] - [E:32| 1200]: Train Loss:0.0010228, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:02:43,888 - wikidata12k_0.001 - [INFO] - [E:32| 1300]: Train Loss:0.0010228, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:03:48,902 - wikidata12k_0.001 - [INFO] - [E:32| 1400]: Train Loss:0.0010228, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:04:53,976 - wikidata12k_0.001 - [INFO] - [E:32| 1500]: Train Loss:0.0010231, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:05:59,103 - wikidata12k_0.001 - [INFO] - [E:32| 1600]: Train Loss:0.0010233, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:06:41,789 - wikidata12k_0.001 - [INFO] - [Epoch:32]: Training Loss:0.001023 + +2023-05-27 15:06:42,012 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 15:07:03,969 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 15:07:16,661 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 15:07:38,861 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 15:07:51,487 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.45679, Head : 0.27685, Avg : 0.36682 + +2023-05-27 15:07:51,487 - wikidata12k_0.001 - [INFO] - [Epoch 32]: Training Loss: 0.0010234, Valid MRR: 0.39121, + + + +2023-05-27 15:07:52,159 - wikidata12k_0.001 - [INFO] - [E:33| 0]: Train Loss:0.0010134, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:08:57,171 - wikidata12k_0.001 - [INFO] - [E:33| 100]: Train Loss:0.0010268, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:10:02,238 - wikidata12k_0.001 - [INFO] - [E:33| 200]: Train Loss:0.0010232, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:11:07,258 - wikidata12k_0.001 - [INFO] - [E:33| 300]: Train Loss:0.0010208, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:12:11,910 - wikidata12k_0.001 - [INFO] - [E:33| 400]: Train Loss:0.0010201, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:13:16,096 - wikidata12k_0.001 - [INFO] - [E:33| 500]: Train Loss:0.0010199, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:14:20,421 - wikidata12k_0.001 - [INFO] - [E:33| 600]: Train Loss:0.0010189, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:15:24,580 - wikidata12k_0.001 - [INFO] - [E:33| 700]: Train Loss:0.0010189, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:16:28,732 - wikidata12k_0.001 - [INFO] - [E:33| 800]: Train Loss:0.0010192, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:17:32,965 - wikidata12k_0.001 - [INFO] - [E:33| 900]: Train Loss:0.0010191, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:18:37,101 - wikidata12k_0.001 - [INFO] - [E:33| 1000]: Train Loss:0.0010197, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:19:41,233 - wikidata12k_0.001 - [INFO] - [E:33| 1100]: Train Loss:0.0010198, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:20:45,473 - wikidata12k_0.001 - [INFO] - [E:33| 1200]: Train Loss:0.0010199, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:21:49,588 - wikidata12k_0.001 - [INFO] - [E:33| 1300]: Train Loss:0.0010203, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:22:53,859 - wikidata12k_0.001 - [INFO] - [E:33| 1400]: Train Loss:0.0010206, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:23:58,018 - wikidata12k_0.001 - [INFO] - [E:33| 1500]: Train Loss:0.0010206, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:25:02,168 - wikidata12k_0.001 - [INFO] - [E:33| 1600]: Train Loss:0.0010209, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:25:44,060 - wikidata12k_0.001 - [INFO] - [Epoch:33]: Training Loss:0.001021 + +2023-05-27 15:25:44,281 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 15:26:06,030 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 15:26:18,615 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 15:26:40,525 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 15:26:53,066 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.46286, Head : 0.30852, Avg : 0.38569 + +2023-05-27 15:26:53,067 - wikidata12k_0.001 - [INFO] - [Epoch 33]: Training Loss: 0.0010211, Valid MRR: 0.39121, + + + +2023-05-27 15:26:53,740 - wikidata12k_0.001 - [INFO] - [E:34| 0]: Train Loss:0.0010083, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:27:57,904 - wikidata12k_0.001 - [INFO] - [E:34| 100]: Train Loss:0.0010164, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:29:02,049 - wikidata12k_0.001 - [INFO] - [E:34| 200]: Train Loss:0.0010157, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:30:06,206 - wikidata12k_0.001 - [INFO] - [E:34| 300]: Train Loss:0.0010158, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:31:10,350 - wikidata12k_0.001 - [INFO] - [E:34| 400]: Train Loss:0.0010158, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:32:14,472 - wikidata12k_0.001 - [INFO] - [E:34| 500]: Train Loss:0.0010163, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:33:18,678 - wikidata12k_0.001 - [INFO] - [E:34| 600]: Train Loss:0.0010161, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:34:22,964 - wikidata12k_0.001 - [INFO] - [E:34| 700]: Train Loss:0.0010159, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:35:27,024 - wikidata12k_0.001 - [INFO] - [E:34| 800]: Train Loss:0.0010163, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:36:31,163 - wikidata12k_0.001 - [INFO] - [E:34| 900]: Train Loss:0.0010164, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:37:35,342 - wikidata12k_0.001 - [INFO] - [E:34| 1000]: Train Loss:0.001017, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:38:39,516 - wikidata12k_0.001 - [INFO] - [E:34| 1100]: Train Loss:0.0010174, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:39:43,557 - wikidata12k_0.001 - [INFO] - [E:34| 1200]: Train Loss:0.0010179, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:40:47,784 - wikidata12k_0.001 - [INFO] - [E:34| 1300]: Train Loss:0.0010178, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:41:51,933 - wikidata12k_0.001 - [INFO] - [E:34| 1400]: Train Loss:0.0010183, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:42:56,040 - wikidata12k_0.001 - [INFO] - [E:34| 1500]: Train Loss:0.0010181, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:44:00,212 - wikidata12k_0.001 - [INFO] - [E:34| 1600]: Train Loss:0.0010182, Val MRR:0.39121, wikidata12k_0.001 +2023-05-27 15:44:42,084 - wikidata12k_0.001 - [INFO] - [Epoch:34]: Training Loss:0.001018 + +2023-05-27 15:44:42,304 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 15:45:04,067 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 15:45:16,654 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 15:45:38,587 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 15:45:51,055 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.4674, Head : 0.33936, Avg : 0.40338 + +2023-05-27 15:45:52,122 - wikidata12k_0.001 - [INFO] - [Epoch 34]: Training Loss: 0.0010185, Valid MRR: 0.40338, + + + +2023-05-27 15:45:52,781 - wikidata12k_0.001 - [INFO] - [E:35| 0]: Train Loss:0.0010334, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:46:56,961 - wikidata12k_0.001 - [INFO] - [E:35| 100]: Train Loss:0.0010175, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:48:01,080 - wikidata12k_0.001 - [INFO] - [E:35| 200]: Train Loss:0.0010176, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:49:05,175 - wikidata12k_0.001 - [INFO] - [E:35| 300]: Train Loss:0.0010163, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:50:09,459 - wikidata12k_0.001 - [INFO] - [E:35| 400]: Train Loss:0.0010163, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:51:13,608 - wikidata12k_0.001 - [INFO] - [E:35| 500]: Train Loss:0.0010164, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:52:17,826 - wikidata12k_0.001 - [INFO] - [E:35| 600]: Train Loss:0.0010163, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:53:22,075 - wikidata12k_0.001 - [INFO] - [E:35| 700]: Train Loss:0.0010161, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:54:26,300 - wikidata12k_0.001 - [INFO] - [E:35| 800]: Train Loss:0.0010158, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:55:30,461 - wikidata12k_0.001 - [INFO] - [E:35| 900]: Train Loss:0.0010163, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:56:34,656 - wikidata12k_0.001 - [INFO] - [E:35| 1000]: Train Loss:0.0010165, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:57:38,874 - wikidata12k_0.001 - [INFO] - [E:35| 1100]: Train Loss:0.0010168, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:58:43,033 - wikidata12k_0.001 - [INFO] - [E:35| 1200]: Train Loss:0.0010163, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 15:59:47,190 - wikidata12k_0.001 - [INFO] - [E:35| 1300]: Train Loss:0.0010161, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:00:51,402 - wikidata12k_0.001 - [INFO] - [E:35| 1400]: Train Loss:0.0010159, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:01:55,522 - wikidata12k_0.001 - [INFO] - [E:35| 1500]: Train Loss:0.0010158, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:02:59,663 - wikidata12k_0.001 - [INFO] - [E:35| 1600]: Train Loss:0.0010158, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:03:41,573 - wikidata12k_0.001 - [INFO] - [Epoch:35]: Training Loss:0.001016 + +2023-05-27 16:03:41,793 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 16:04:03,547 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 16:04:16,134 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 16:04:38,034 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 16:04:50,518 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.46574, Head : 0.30833, Avg : 0.38704 + +2023-05-27 16:04:50,518 - wikidata12k_0.001 - [INFO] - [Epoch 35]: Training Loss: 0.0010162, Valid MRR: 0.40338, + + + +2023-05-27 16:04:51,175 - wikidata12k_0.001 - [INFO] - [E:36| 0]: Train Loss:0.0010002, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:05:55,420 - wikidata12k_0.001 - [INFO] - [E:36| 100]: Train Loss:0.0010123, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:06:59,697 - wikidata12k_0.001 - [INFO] - [E:36| 200]: Train Loss:0.0010133, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:08:03,885 - wikidata12k_0.001 - [INFO] - [E:36| 300]: Train Loss:0.0010115, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:09:08,079 - wikidata12k_0.001 - [INFO] - [E:36| 400]: Train Loss:0.0010119, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:10:12,396 - wikidata12k_0.001 - [INFO] - [E:36| 500]: Train Loss:0.001014, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:11:16,655 - wikidata12k_0.001 - [INFO] - [E:36| 600]: Train Loss:0.0010147, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:12:20,736 - wikidata12k_0.001 - [INFO] - [E:36| 700]: Train Loss:0.0010155, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:13:24,967 - wikidata12k_0.001 - [INFO] - [E:36| 800]: Train Loss:0.0010162, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:14:29,086 - wikidata12k_0.001 - [INFO] - [E:36| 900]: Train Loss:0.001016, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:15:33,233 - wikidata12k_0.001 - [INFO] - [E:36| 1000]: Train Loss:0.0010161, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:16:37,459 - wikidata12k_0.001 - [INFO] - [E:36| 1100]: Train Loss:0.0010161, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:17:41,628 - wikidata12k_0.001 - [INFO] - [E:36| 1200]: Train Loss:0.0010159, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:18:45,706 - wikidata12k_0.001 - [INFO] - [E:36| 1300]: Train Loss:0.0010159, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:19:49,907 - wikidata12k_0.001 - [INFO] - [E:36| 1400]: Train Loss:0.0010157, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:20:54,171 - wikidata12k_0.001 - [INFO] - [E:36| 1500]: Train Loss:0.0010158, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:21:58,301 - wikidata12k_0.001 - [INFO] - [E:36| 1600]: Train Loss:0.001016, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:22:40,167 - wikidata12k_0.001 - [INFO] - [Epoch:36]: Training Loss:0.001016 + +2023-05-27 16:22:40,387 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 16:23:02,137 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 16:23:14,773 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 16:23:36,727 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 16:23:49,204 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.46927, Head : 0.28001, Avg : 0.37464 + +2023-05-27 16:23:49,205 - wikidata12k_0.001 - [INFO] - [Epoch 36]: Training Loss: 0.0010157, Valid MRR: 0.40338, + + + +2023-05-27 16:23:49,864 - wikidata12k_0.001 - [INFO] - [E:37| 0]: Train Loss:0.00098331, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:24:54,014 - wikidata12k_0.001 - [INFO] - [E:37| 100]: Train Loss:0.001006, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:25:58,214 - wikidata12k_0.001 - [INFO] - [E:37| 200]: Train Loss:0.0010075, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:27:02,416 - wikidata12k_0.001 - [INFO] - [E:37| 300]: Train Loss:0.0010092, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:28:06,616 - wikidata12k_0.001 - [INFO] - [E:37| 400]: Train Loss:0.0010099, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:29:10,810 - wikidata12k_0.001 - [INFO] - [E:37| 500]: Train Loss:0.0010103, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:30:15,068 - wikidata12k_0.001 - [INFO] - [E:37| 600]: Train Loss:0.0010114, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:31:19,206 - wikidata12k_0.001 - [INFO] - [E:37| 700]: Train Loss:0.0010111, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:32:23,410 - wikidata12k_0.001 - [INFO] - [E:37| 800]: Train Loss:0.0010116, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:33:27,760 - wikidata12k_0.001 - [INFO] - [E:37| 900]: Train Loss:0.0010118, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:34:31,909 - wikidata12k_0.001 - [INFO] - [E:37| 1000]: Train Loss:0.0010117, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:35:36,060 - wikidata12k_0.001 - [INFO] - [E:37| 1100]: Train Loss:0.0010112, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:36:40,206 - wikidata12k_0.001 - [INFO] - [E:37| 1200]: Train Loss:0.0010115, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:37:44,346 - wikidata12k_0.001 - [INFO] - [E:37| 1300]: Train Loss:0.0010118, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:38:48,461 - wikidata12k_0.001 - [INFO] - [E:37| 1400]: Train Loss:0.0010122, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:39:52,614 - wikidata12k_0.001 - [INFO] - [E:37| 1500]: Train Loss:0.001012, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:40:56,777 - wikidata12k_0.001 - [INFO] - [E:37| 1600]: Train Loss:0.0010123, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:41:38,713 - wikidata12k_0.001 - [INFO] - [Epoch:37]: Training Loss:0.001012 + +2023-05-27 16:41:38,933 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 16:42:00,702 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 16:42:13,285 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 16:42:35,210 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 16:42:47,687 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.46449, Head : 0.24753, Avg : 0.35601 + +2023-05-27 16:42:47,687 - wikidata12k_0.001 - [INFO] - [Epoch 37]: Training Loss: 0.0010124, Valid MRR: 0.40338, + + + +2023-05-27 16:42:48,343 - wikidata12k_0.001 - [INFO] - [E:38| 0]: Train Loss:0.0010038, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:43:52,578 - wikidata12k_0.001 - [INFO] - [E:38| 100]: Train Loss:0.0010056, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:44:56,735 - wikidata12k_0.001 - [INFO] - [E:38| 200]: Train Loss:0.0010066, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:46:00,910 - wikidata12k_0.001 - [INFO] - [E:38| 300]: Train Loss:0.0010073, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:47:05,074 - wikidata12k_0.001 - [INFO] - [E:38| 400]: Train Loss:0.0010078, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:48:09,224 - wikidata12k_0.001 - [INFO] - [E:38| 500]: Train Loss:0.0010081, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:49:13,405 - wikidata12k_0.001 - [INFO] - [E:38| 600]: Train Loss:0.0010086, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:50:17,639 - wikidata12k_0.001 - [INFO] - [E:38| 700]: Train Loss:0.0010095, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:51:21,795 - wikidata12k_0.001 - [INFO] - [E:38| 800]: Train Loss:0.0010093, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:52:25,944 - wikidata12k_0.001 - [INFO] - [E:38| 900]: Train Loss:0.0010093, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:53:30,047 - wikidata12k_0.001 - [INFO] - [E:38| 1000]: Train Loss:0.0010092, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:54:34,232 - wikidata12k_0.001 - [INFO] - [E:38| 1100]: Train Loss:0.0010097, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:55:38,329 - wikidata12k_0.001 - [INFO] - [E:38| 1200]: Train Loss:0.0010099, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:56:42,537 - wikidata12k_0.001 - [INFO] - [E:38| 1300]: Train Loss:0.0010101, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:57:46,762 - wikidata12k_0.001 - [INFO] - [E:38| 1400]: Train Loss:0.0010101, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:58:50,858 - wikidata12k_0.001 - [INFO] - [E:38| 1500]: Train Loss:0.0010104, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 16:59:54,981 - wikidata12k_0.001 - [INFO] - [E:38| 1600]: Train Loss:0.0010103, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:00:36,845 - wikidata12k_0.001 - [INFO] - [Epoch:38]: Training Loss:0.001011 + +2023-05-27 17:00:37,067 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 17:00:58,815 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 17:01:11,392 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 17:01:33,294 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 17:01:45,767 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.46451, Head : 0.27518, Avg : 0.36985 + +2023-05-27 17:01:45,767 - wikidata12k_0.001 - [INFO] - [Epoch 38]: Training Loss: 0.0010105, Valid MRR: 0.40338, + + + +2023-05-27 17:01:46,422 - wikidata12k_0.001 - [INFO] - [E:39| 0]: Train Loss:0.00101, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:02:50,540 - wikidata12k_0.001 - [INFO] - [E:39| 100]: Train Loss:0.0010128, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:03:54,662 - wikidata12k_0.001 - [INFO] - [E:39| 200]: Train Loss:0.0010092, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:04:58,816 - wikidata12k_0.001 - [INFO] - [E:39| 300]: Train Loss:0.0010073, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:06:03,009 - wikidata12k_0.001 - [INFO] - [E:39| 400]: Train Loss:0.0010073, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:07:07,182 - wikidata12k_0.001 - [INFO] - [E:39| 500]: Train Loss:0.0010071, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:08:11,378 - wikidata12k_0.001 - [INFO] - [E:39| 600]: Train Loss:0.0010067, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:09:15,540 - wikidata12k_0.001 - [INFO] - [E:39| 700]: Train Loss:0.0010072, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:10:19,713 - wikidata12k_0.001 - [INFO] - [E:39| 800]: Train Loss:0.0010078, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:11:23,845 - wikidata12k_0.001 - [INFO] - [E:39| 900]: Train Loss:0.0010083, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:12:28,014 - wikidata12k_0.001 - [INFO] - [E:39| 1000]: Train Loss:0.0010086, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:13:32,217 - wikidata12k_0.001 - [INFO] - [E:39| 1100]: Train Loss:0.0010086, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:14:36,276 - wikidata12k_0.001 - [INFO] - [E:39| 1200]: Train Loss:0.0010088, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:15:40,363 - wikidata12k_0.001 - [INFO] - [E:39| 1300]: Train Loss:0.0010089, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:16:44,541 - wikidata12k_0.001 - [INFO] - [E:39| 1400]: Train Loss:0.0010088, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:17:48,702 - wikidata12k_0.001 - [INFO] - [E:39| 1500]: Train Loss:0.0010088, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:18:52,869 - wikidata12k_0.001 - [INFO] - [E:39| 1600]: Train Loss:0.0010085, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:19:34,836 - wikidata12k_0.001 - [INFO] - [Epoch:39]: Training Loss:0.001009 + +2023-05-27 17:19:35,056 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 17:19:56,822 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 17:20:09,397 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 17:20:31,298 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 17:20:43,773 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.45399, Head : 0.32426, Avg : 0.38913 + MR: Tail : 851.97, Head : 776.46, Avg : 814.21 + Hit-1: Tail : 0.35456, Head : 0.2161, Avg : 0.28533 + Hit-3: Tail : 0.51608, Head : 0.38267, Avg : 0.44938 + Hit-10: Tail : 0.6202, Head : 0.53573, Avg : 0.57796 +2023-05-27 17:20:43,773 - wikidata12k_0.001 - [INFO] - [Epoch 39]: Training Loss: 0.0010087, Valid MRR: 0.40338, + + + +2023-05-27 17:20:44,430 - wikidata12k_0.001 - [INFO] - [E:40| 0]: Train Loss:0.00097881, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:21:48,504 - wikidata12k_0.001 - [INFO] - [E:40| 100]: Train Loss:0.0010032, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:22:52,583 - wikidata12k_0.001 - [INFO] - [E:40| 200]: Train Loss:0.0010026, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:23:56,768 - wikidata12k_0.001 - [INFO] - [E:40| 300]: Train Loss:0.0010031, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:25:00,925 - wikidata12k_0.001 - [INFO] - [E:40| 400]: Train Loss:0.0010038, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:26:05,179 - wikidata12k_0.001 - [INFO] - [E:40| 500]: Train Loss:0.0010059, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:27:09,277 - wikidata12k_0.001 - [INFO] - [E:40| 600]: Train Loss:0.0010055, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:28:13,438 - wikidata12k_0.001 - [INFO] - [E:40| 700]: Train Loss:0.0010062, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:29:17,643 - wikidata12k_0.001 - [INFO] - [E:40| 800]: Train Loss:0.0010065, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:30:21,804 - wikidata12k_0.001 - [INFO] - [E:40| 900]: Train Loss:0.0010069, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:31:25,946 - wikidata12k_0.001 - [INFO] - [E:40| 1000]: Train Loss:0.0010072, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:32:30,036 - wikidata12k_0.001 - [INFO] - [E:40| 1100]: Train Loss:0.0010075, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:33:34,211 - wikidata12k_0.001 - [INFO] - [E:40| 1200]: Train Loss:0.0010071, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:34:38,294 - wikidata12k_0.001 - [INFO] - [E:40| 1300]: Train Loss:0.0010067, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:35:42,444 - wikidata12k_0.001 - [INFO] - [E:40| 1400]: Train Loss:0.0010067, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:36:46,613 - wikidata12k_0.001 - [INFO] - [E:40| 1500]: Train Loss:0.0010068, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:37:50,781 - wikidata12k_0.001 - [INFO] - [E:40| 1600]: Train Loss:0.0010072, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:38:32,659 - wikidata12k_0.001 - [INFO] - [Epoch:40]: Training Loss:0.001007 + +2023-05-27 17:38:32,879 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 17:38:54,616 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 17:39:07,195 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 17:39:29,103 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 17:39:41,576 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.46451, Head : 0.33672, Avg : 0.40062 + +2023-05-27 17:39:41,576 - wikidata12k_0.001 - [INFO] - [Epoch 40]: Training Loss: 0.0010075, Valid MRR: 0.40338, + + + +2023-05-27 17:39:42,233 - wikidata12k_0.001 - [INFO] - [E:41| 0]: Train Loss:0.00098591, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:40:46,362 - wikidata12k_0.001 - [INFO] - [E:41| 100]: Train Loss:0.0010059, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:41:50,500 - wikidata12k_0.001 - [INFO] - [E:41| 200]: Train Loss:0.0010074, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:42:54,730 - wikidata12k_0.001 - [INFO] - [E:41| 300]: Train Loss:0.001006, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:43:58,891 - wikidata12k_0.001 - [INFO] - [E:41| 400]: Train Loss:0.0010057, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:45:03,101 - wikidata12k_0.001 - [INFO] - [E:41| 500]: Train Loss:0.0010052, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:46:07,290 - wikidata12k_0.001 - [INFO] - [E:41| 600]: Train Loss:0.001005, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:47:11,475 - wikidata12k_0.001 - [INFO] - [E:41| 700]: Train Loss:0.0010051, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:48:15,539 - wikidata12k_0.001 - [INFO] - [E:41| 800]: Train Loss:0.0010051, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:49:19,747 - wikidata12k_0.001 - [INFO] - [E:41| 900]: Train Loss:0.0010053, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:50:23,908 - wikidata12k_0.001 - [INFO] - [E:41| 1000]: Train Loss:0.0010048, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:51:28,084 - wikidata12k_0.001 - [INFO] - [E:41| 1100]: Train Loss:0.0010051, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:52:32,261 - wikidata12k_0.001 - [INFO] - [E:41| 1200]: Train Loss:0.0010053, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:53:36,416 - wikidata12k_0.001 - [INFO] - [E:41| 1300]: Train Loss:0.0010056, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:54:40,536 - wikidata12k_0.001 - [INFO] - [E:41| 1400]: Train Loss:0.0010056, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:55:44,630 - wikidata12k_0.001 - [INFO] - [E:41| 1500]: Train Loss:0.0010057, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:56:48,817 - wikidata12k_0.001 - [INFO] - [E:41| 1600]: Train Loss:0.0010056, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:57:30,677 - wikidata12k_0.001 - [INFO] - [Epoch:41]: Training Loss:0.001006 + +2023-05-27 17:57:30,897 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 17:57:52,630 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 17:58:05,226 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 17:58:27,135 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 17:58:39,597 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.46355, Head : 0.31851, Avg : 0.39103 + +2023-05-27 17:58:39,597 - wikidata12k_0.001 - [INFO] - [Epoch 41]: Training Loss: 0.0010057, Valid MRR: 0.40338, + + + +2023-05-27 17:58:40,253 - wikidata12k_0.001 - [INFO] - [E:42| 0]: Train Loss:0.00099281, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 17:59:44,454 - wikidata12k_0.001 - [INFO] - [E:42| 100]: Train Loss:0.0010027, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:00:48,598 - wikidata12k_0.001 - [INFO] - [E:42| 200]: Train Loss:0.0010025, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:01:52,698 - wikidata12k_0.001 - [INFO] - [E:42| 300]: Train Loss:0.001001, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:02:56,870 - wikidata12k_0.001 - [INFO] - [E:42| 400]: Train Loss:0.0010006, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:04:00,929 - wikidata12k_0.001 - [INFO] - [E:42| 500]: Train Loss:0.0010013, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:05:05,114 - wikidata12k_0.001 - [INFO] - [E:42| 600]: Train Loss:0.0010021, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:06:09,382 - wikidata12k_0.001 - [INFO] - [E:42| 700]: Train Loss:0.0010027, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:07:13,525 - wikidata12k_0.001 - [INFO] - [E:42| 800]: Train Loss:0.0010033, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:08:17,707 - wikidata12k_0.001 - [INFO] - [E:42| 900]: Train Loss:0.0010034, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:09:22,015 - wikidata12k_0.001 - [INFO] - [E:42| 1000]: Train Loss:0.0010035, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:10:26,209 - wikidata12k_0.001 - [INFO] - [E:42| 1100]: Train Loss:0.0010031, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:11:30,363 - wikidata12k_0.001 - [INFO] - [E:42| 1200]: Train Loss:0.0010032, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:12:34,640 - wikidata12k_0.001 - [INFO] - [E:42| 1300]: Train Loss:0.0010031, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:13:38,808 - wikidata12k_0.001 - [INFO] - [E:42| 1400]: Train Loss:0.0010031, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:14:42,956 - wikidata12k_0.001 - [INFO] - [E:42| 1500]: Train Loss:0.0010034, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:15:47,110 - wikidata12k_0.001 - [INFO] - [E:42| 1600]: Train Loss:0.0010035, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:16:29,071 - wikidata12k_0.001 - [INFO] - [Epoch:42]: Training Loss:0.001004 + +2023-05-27 18:16:29,291 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 18:16:51,044 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 18:17:03,665 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 18:17:25,603 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 18:17:38,075 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.46643, Head : 0.31244, Avg : 0.38943 + +2023-05-27 18:17:38,075 - wikidata12k_0.001 - [INFO] - [Epoch 42]: Training Loss: 0.0010037, Valid MRR: 0.40338, + + + +2023-05-27 18:17:38,732 - wikidata12k_0.001 - [INFO] - [E:43| 0]: Train Loss:0.0010063, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:18:42,897 - wikidata12k_0.001 - [INFO] - [E:43| 100]: Train Loss:0.00099609, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:19:47,032 - wikidata12k_0.001 - [INFO] - [E:43| 200]: Train Loss:0.00099587, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:20:51,168 - wikidata12k_0.001 - [INFO] - [E:43| 300]: Train Loss:0.00099783, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:21:55,310 - wikidata12k_0.001 - [INFO] - [E:43| 400]: Train Loss:0.0009996, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:22:59,477 - wikidata12k_0.001 - [INFO] - [E:43| 500]: Train Loss:0.0010007, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:24:03,569 - wikidata12k_0.001 - [INFO] - [E:43| 600]: Train Loss:0.0010008, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:25:07,742 - wikidata12k_0.001 - [INFO] - [E:43| 700]: Train Loss:0.0010012, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:26:11,956 - wikidata12k_0.001 - [INFO] - [E:43| 800]: Train Loss:0.0010009, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:27:16,156 - wikidata12k_0.001 - [INFO] - [E:43| 900]: Train Loss:0.0010011, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:28:20,263 - wikidata12k_0.001 - [INFO] - [E:43| 1000]: Train Loss:0.0010016, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:29:24,582 - wikidata12k_0.001 - [INFO] - [E:43| 1100]: Train Loss:0.0010015, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:30:28,706 - wikidata12k_0.001 - [INFO] - [E:43| 1200]: Train Loss:0.0010017, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:31:32,860 - wikidata12k_0.001 - [INFO] - [E:43| 1300]: Train Loss:0.0010023, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:32:37,067 - wikidata12k_0.001 - [INFO] - [E:43| 1400]: Train Loss:0.0010024, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:33:41,248 - wikidata12k_0.001 - [INFO] - [E:43| 1500]: Train Loss:0.0010024, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:34:45,376 - wikidata12k_0.001 - [INFO] - [E:43| 1600]: Train Loss:0.0010025, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:35:27,326 - wikidata12k_0.001 - [INFO] - [Epoch:43]: Training Loss:0.001003 + +2023-05-27 18:35:27,548 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 18:35:49,323 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 18:36:01,992 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 18:36:23,922 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 18:36:36,389 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.46839, Head : 0.31863, Avg : 0.39351 + +2023-05-27 18:36:36,389 - wikidata12k_0.001 - [INFO] - [Epoch 43]: Training Loss: 0.0010027, Valid MRR: 0.40338, + + + +2023-05-27 18:36:37,045 - wikidata12k_0.001 - [INFO] - [E:44| 0]: Train Loss:0.0010231, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:37:41,242 - wikidata12k_0.001 - [INFO] - [E:44| 100]: Train Loss:0.00099855, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:38:45,447 - wikidata12k_0.001 - [INFO] - [E:44| 200]: Train Loss:0.000997, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:39:49,672 - wikidata12k_0.001 - [INFO] - [E:44| 300]: Train Loss:0.00099703, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:40:53,868 - wikidata12k_0.001 - [INFO] - [E:44| 400]: Train Loss:0.00099715, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:41:58,132 - wikidata12k_0.001 - [INFO] - [E:44| 500]: Train Loss:0.00099856, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:43:02,507 - wikidata12k_0.001 - [INFO] - [E:44| 600]: Train Loss:0.00099888, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:44:06,634 - wikidata12k_0.001 - [INFO] - [E:44| 700]: Train Loss:0.0009984, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:45:10,755 - wikidata12k_0.001 - [INFO] - [E:44| 800]: Train Loss:0.00099861, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:46:14,992 - wikidata12k_0.001 - [INFO] - [E:44| 900]: Train Loss:0.0009986, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:47:19,177 - wikidata12k_0.001 - [INFO] - [E:44| 1000]: Train Loss:0.00099928, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:48:23,441 - wikidata12k_0.001 - [INFO] - [E:44| 1100]: Train Loss:0.00099982, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:49:27,779 - wikidata12k_0.001 - [INFO] - [E:44| 1200]: Train Loss:0.0010003, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:50:31,928 - wikidata12k_0.001 - [INFO] - [E:44| 1300]: Train Loss:0.0010004, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:51:36,056 - wikidata12k_0.001 - [INFO] - [E:44| 1400]: Train Loss:0.0010007, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:52:40,375 - wikidata12k_0.001 - [INFO] - [E:44| 1500]: Train Loss:0.0010009, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:53:44,550 - wikidata12k_0.001 - [INFO] - [E:44| 1600]: Train Loss:0.0010009, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:54:26,503 - wikidata12k_0.001 - [INFO] - [Epoch:44]: Training Loss:0.001001 + +2023-05-27 18:54:26,723 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 18:54:48,496 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 18:55:01,127 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 18:55:23,089 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 18:55:35,575 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.46862, Head : 0.23789, Avg : 0.35325 + +2023-05-27 18:55:35,575 - wikidata12k_0.001 - [INFO] - [Epoch 44]: Training Loss: 0.001001, Valid MRR: 0.40338, + + + +2023-05-27 18:55:36,232 - wikidata12k_0.001 - [INFO] - [E:45| 0]: Train Loss:0.0010168, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:56:40,474 - wikidata12k_0.001 - [INFO] - [E:45| 100]: Train Loss:0.00099795, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:57:44,704 - wikidata12k_0.001 - [INFO] - [E:45| 200]: Train Loss:0.00099917, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:58:48,944 - wikidata12k_0.001 - [INFO] - [E:45| 300]: Train Loss:0.00099941, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 18:59:53,174 - wikidata12k_0.001 - [INFO] - [E:45| 400]: Train Loss:0.00099899, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:00:57,339 - wikidata12k_0.001 - [INFO] - [E:45| 500]: Train Loss:0.00099874, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:02:01,522 - wikidata12k_0.001 - [INFO] - [E:45| 600]: Train Loss:0.00099877, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:03:05,688 - wikidata12k_0.001 - [INFO] - [E:45| 700]: Train Loss:0.0009986, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:04:09,849 - wikidata12k_0.001 - [INFO] - [E:45| 800]: Train Loss:0.00099817, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:05:14,039 - wikidata12k_0.001 - [INFO] - [E:45| 900]: Train Loss:0.00099839, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:06:18,285 - wikidata12k_0.001 - [INFO] - [E:45| 1000]: Train Loss:0.00099839, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:07:22,460 - wikidata12k_0.001 - [INFO] - [E:45| 1100]: Train Loss:0.00099852, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:08:26,633 - wikidata12k_0.001 - [INFO] - [E:45| 1200]: Train Loss:0.00099883, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:09:30,844 - wikidata12k_0.001 - [INFO] - [E:45| 1300]: Train Loss:0.00099925, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:10:35,057 - wikidata12k_0.001 - [INFO] - [E:45| 1400]: Train Loss:0.00099947, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:11:39,243 - wikidata12k_0.001 - [INFO] - [E:45| 1500]: Train Loss:0.00099949, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:12:43,462 - wikidata12k_0.001 - [INFO] - [E:45| 1600]: Train Loss:0.00099945, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:13:25,472 - wikidata12k_0.001 - [INFO] - [Epoch:45]: Training Loss:0.001 + +2023-05-27 19:13:25,692 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 19:13:47,419 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 19:14:00,032 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 19:14:21,966 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 19:14:34,437 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.46968, Head : 0.27439, Avg : 0.37204 + +2023-05-27 19:14:34,437 - wikidata12k_0.001 - [INFO] - [Epoch 45]: Training Loss: 0.00099998, Valid MRR: 0.40338, + + + +2023-05-27 19:14:35,095 - wikidata12k_0.001 - [INFO] - [E:46| 0]: Train Loss:0.00099396, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:15:39,281 - wikidata12k_0.001 - [INFO] - [E:46| 100]: Train Loss:0.0010049, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:16:43,497 - wikidata12k_0.001 - [INFO] - [E:46| 200]: Train Loss:0.0010022, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:17:47,766 - wikidata12k_0.001 - [INFO] - [E:46| 300]: Train Loss:0.0010027, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:18:52,004 - wikidata12k_0.001 - [INFO] - [E:46| 400]: Train Loss:0.0010018, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:19:56,241 - wikidata12k_0.001 - [INFO] - [E:46| 500]: Train Loss:0.001001, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:21:00,392 - wikidata12k_0.001 - [INFO] - [E:46| 600]: Train Loss:0.0010001, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:22:04,577 - wikidata12k_0.001 - [INFO] - [E:46| 700]: Train Loss:0.0010008, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:23:08,871 - wikidata12k_0.001 - [INFO] - [E:46| 800]: Train Loss:0.0010001, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:24:13,145 - wikidata12k_0.001 - [INFO] - [E:46| 900]: Train Loss:0.0010004, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:25:17,388 - wikidata12k_0.001 - [INFO] - [E:46| 1000]: Train Loss:0.0010006, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:26:21,582 - wikidata12k_0.001 - [INFO] - [E:46| 1100]: Train Loss:0.0010001, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:27:25,706 - wikidata12k_0.001 - [INFO] - [E:46| 1200]: Train Loss:0.00099985, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:28:29,933 - wikidata12k_0.001 - [INFO] - [E:46| 1300]: Train Loss:0.0010001, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:29:34,101 - wikidata12k_0.001 - [INFO] - [E:46| 1400]: Train Loss:0.001, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:30:38,325 - wikidata12k_0.001 - [INFO] - [E:46| 1500]: Train Loss:0.00099981, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:31:42,579 - wikidata12k_0.001 - [INFO] - [E:46| 1600]: Train Loss:0.0009999, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:32:24,630 - wikidata12k_0.001 - [INFO] - [Epoch:46]: Training Loss:0.0009998 + +2023-05-27 19:32:24,850 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 19:32:46,601 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 19:32:59,208 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 19:33:21,145 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 19:33:33,632 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.4744, Head : 0.27717, Avg : 0.37578 + +2023-05-27 19:33:33,632 - wikidata12k_0.001 - [INFO] - [Epoch 46]: Training Loss: 0.00099978, Valid MRR: 0.40338, + + + +2023-05-27 19:33:34,288 - wikidata12k_0.001 - [INFO] - [E:47| 0]: Train Loss:0.00099666, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:34:38,523 - wikidata12k_0.001 - [INFO] - [E:47| 100]: Train Loss:0.00099543, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:35:42,836 - wikidata12k_0.001 - [INFO] - [E:47| 200]: Train Loss:0.00099329, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:36:47,093 - wikidata12k_0.001 - [INFO] - [E:47| 300]: Train Loss:0.00099448, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:37:51,362 - wikidata12k_0.001 - [INFO] - [E:47| 400]: Train Loss:0.0009959, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:38:55,658 - wikidata12k_0.001 - [INFO] - [E:47| 500]: Train Loss:0.00099548, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:39:59,759 - wikidata12k_0.001 - [INFO] - [E:47| 600]: Train Loss:0.00099587, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:41:03,932 - wikidata12k_0.001 - [INFO] - [E:47| 700]: Train Loss:0.00099558, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:42:08,184 - wikidata12k_0.001 - [INFO] - [E:47| 800]: Train Loss:0.00099501, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:43:12,386 - wikidata12k_0.001 - [INFO] - [E:47| 900]: Train Loss:0.0009952, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:44:16,583 - wikidata12k_0.001 - [INFO] - [E:47| 1000]: Train Loss:0.00099548, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:45:20,810 - wikidata12k_0.001 - [INFO] - [E:47| 1100]: Train Loss:0.00099582, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:46:25,047 - wikidata12k_0.001 - [INFO] - [E:47| 1200]: Train Loss:0.0009961, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:47:29,236 - wikidata12k_0.001 - [INFO] - [E:47| 1300]: Train Loss:0.00099626, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:48:33,358 - wikidata12k_0.001 - [INFO] - [E:47| 1400]: Train Loss:0.00099667, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:49:37,577 - wikidata12k_0.001 - [INFO] - [E:47| 1500]: Train Loss:0.00099696, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:50:41,697 - wikidata12k_0.001 - [INFO] - [E:47| 1600]: Train Loss:0.00099693, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:51:23,658 - wikidata12k_0.001 - [INFO] - [Epoch:47]: Training Loss:0.0009973 + +2023-05-27 19:51:23,879 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 19:51:45,617 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 19:51:58,233 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 19:52:20,251 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 19:52:32,735 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.47428, Head : 0.27636, Avg : 0.37532 + +2023-05-27 19:52:32,735 - wikidata12k_0.001 - [INFO] - [Epoch 47]: Training Loss: 0.00099728, Valid MRR: 0.40338, + + + +2023-05-27 19:52:33,392 - wikidata12k_0.001 - [INFO] - [E:48| 0]: Train Loss:0.00098141, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:53:37,586 - wikidata12k_0.001 - [INFO] - [E:48| 100]: Train Loss:0.00099717, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:54:41,797 - wikidata12k_0.001 - [INFO] - [E:48| 200]: Train Loss:0.00099641, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:55:46,020 - wikidata12k_0.001 - [INFO] - [E:48| 300]: Train Loss:0.00099589, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:56:50,171 - wikidata12k_0.001 - [INFO] - [E:48| 400]: Train Loss:0.000996, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:57:54,352 - wikidata12k_0.001 - [INFO] - [E:48| 500]: Train Loss:0.00099543, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 19:58:58,545 - wikidata12k_0.001 - [INFO] - [E:48| 600]: Train Loss:0.00099549, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:00:02,672 - wikidata12k_0.001 - [INFO] - [E:48| 700]: Train Loss:0.00099585, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:01:06,830 - wikidata12k_0.001 - [INFO] - [E:48| 800]: Train Loss:0.00099592, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:02:11,002 - wikidata12k_0.001 - [INFO] - [E:48| 900]: Train Loss:0.00099584, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:03:15,184 - wikidata12k_0.001 - [INFO] - [E:48| 1000]: Train Loss:0.00099515, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:04:19,416 - wikidata12k_0.001 - [INFO] - [E:48| 1100]: Train Loss:0.00099567, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:05:23,628 - wikidata12k_0.001 - [INFO] - [E:48| 1200]: Train Loss:0.00099543, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:06:27,763 - wikidata12k_0.001 - [INFO] - [E:48| 1300]: Train Loss:0.0009958, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:07:31,910 - wikidata12k_0.001 - [INFO] - [E:48| 1400]: Train Loss:0.00099624, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:08:36,091 - wikidata12k_0.001 - [INFO] - [E:48| 1500]: Train Loss:0.00099637, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:09:40,367 - wikidata12k_0.001 - [INFO] - [E:48| 1600]: Train Loss:0.00099612, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:10:22,335 - wikidata12k_0.001 - [INFO] - [Epoch:48]: Training Loss:0.0009962 + +2023-05-27 20:10:22,556 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 20:10:44,321 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 20:10:56,933 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 20:11:18,901 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 20:11:31,377 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.4769, Head : 0.32219, Avg : 0.39955 + +2023-05-27 20:11:31,378 - wikidata12k_0.001 - [INFO] - [Epoch 48]: Training Loss: 0.00099625, Valid MRR: 0.40338, + + + +2023-05-27 20:11:32,035 - wikidata12k_0.001 - [INFO] - [E:49| 0]: Train Loss:0.00097582, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:12:36,320 - wikidata12k_0.001 - [INFO] - [E:49| 100]: Train Loss:0.00099225, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:13:40,478 - wikidata12k_0.001 - [INFO] - [E:49| 200]: Train Loss:0.00099384, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:14:44,703 - wikidata12k_0.001 - [INFO] - [E:49| 300]: Train Loss:0.00099215, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:15:48,982 - wikidata12k_0.001 - [INFO] - [E:49| 400]: Train Loss:0.00099211, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:16:53,203 - wikidata12k_0.001 - [INFO] - [E:49| 500]: Train Loss:0.00099228, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:17:57,443 - wikidata12k_0.001 - [INFO] - [E:49| 600]: Train Loss:0.00099352, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:19:01,792 - wikidata12k_0.001 - [INFO] - [E:49| 700]: Train Loss:0.00099346, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:20:05,952 - wikidata12k_0.001 - [INFO] - [E:49| 800]: Train Loss:0.00099383, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:21:10,127 - wikidata12k_0.001 - [INFO] - [E:49| 900]: Train Loss:0.00099403, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:22:14,339 - wikidata12k_0.001 - [INFO] - [E:49| 1000]: Train Loss:0.00099412, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:23:18,602 - wikidata12k_0.001 - [INFO] - [E:49| 1100]: Train Loss:0.00099384, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:24:22,774 - wikidata12k_0.001 - [INFO] - [E:49| 1200]: Train Loss:0.00099395, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:25:26,961 - wikidata12k_0.001 - [INFO] - [E:49| 1300]: Train Loss:0.00099403, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:26:31,218 - wikidata12k_0.001 - [INFO] - [E:49| 1400]: Train Loss:0.00099372, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:27:35,397 - wikidata12k_0.001 - [INFO] - [E:49| 1500]: Train Loss:0.00099385, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:28:39,679 - wikidata12k_0.001 - [INFO] - [E:49| 1600]: Train Loss:0.00099412, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:29:21,641 - wikidata12k_0.001 - [INFO] - [Epoch:49]: Training Loss:0.0009943 + +2023-05-27 20:29:21,861 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 20:29:43,598 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 20:29:56,192 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 20:30:18,129 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 20:30:30,598 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.47257, Head : 0.3267, Avg : 0.39964 + MR: Tail : 903.32, Head : 906.08, Avg : 904.7 + Hit-1: Tail : 0.38965, Head : 0.22704, Avg : 0.30834 + Hit-3: Tail : 0.51816, Head : 0.36609, Avg : 0.44213 + Hit-10: Tail : 0.6247, Head : 0.52766, Avg : 0.57618 +2023-05-27 20:30:30,598 - wikidata12k_0.001 - [INFO] - [Epoch 49]: Training Loss: 0.0009943, Valid MRR: 0.40338, + + + +2023-05-27 20:30:31,257 - wikidata12k_0.001 - [INFO] - [E:50| 0]: Train Loss:0.00099569, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:31:35,494 - wikidata12k_0.001 - [INFO] - [E:50| 100]: Train Loss:0.00099285, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:32:39,829 - wikidata12k_0.001 - [INFO] - [E:50| 200]: Train Loss:0.00099018, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:33:44,052 - wikidata12k_0.001 - [INFO] - [E:50| 300]: Train Loss:0.00099043, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:34:48,303 - wikidata12k_0.001 - [INFO] - [E:50| 400]: Train Loss:0.00099135, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:35:52,570 - wikidata12k_0.001 - [INFO] - [E:50| 500]: Train Loss:0.00099304, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:36:56,742 - wikidata12k_0.001 - [INFO] - [E:50| 600]: Train Loss:0.00099379, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:38:00,946 - wikidata12k_0.001 - [INFO] - [E:50| 700]: Train Loss:0.0009937, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:39:05,094 - wikidata12k_0.001 - [INFO] - [E:50| 800]: Train Loss:0.00099311, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:40:09,270 - wikidata12k_0.001 - [INFO] - [E:50| 900]: Train Loss:0.00099374, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:41:13,365 - wikidata12k_0.001 - [INFO] - [E:50| 1000]: Train Loss:0.00099362, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:42:17,648 - wikidata12k_0.001 - [INFO] - [E:50| 1100]: Train Loss:0.00099371, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:43:21,941 - wikidata12k_0.001 - [INFO] - [E:50| 1200]: Train Loss:0.00099377, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:44:26,168 - wikidata12k_0.001 - [INFO] - [E:50| 1300]: Train Loss:0.00099389, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:45:30,416 - wikidata12k_0.001 - [INFO] - [E:50| 1400]: Train Loss:0.00099397, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:46:34,549 - wikidata12k_0.001 - [INFO] - [E:50| 1500]: Train Loss:0.00099378, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:47:38,677 - wikidata12k_0.001 - [INFO] - [E:50| 1600]: Train Loss:0.00099389, Val MRR:0.40338, wikidata12k_0.001 +2023-05-27 20:48:20,666 - wikidata12k_0.001 - [INFO] - [Epoch:50]: Training Loss:0.0009938 + +2023-05-27 20:48:20,887 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 20:48:42,702 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 20:48:55,295 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 20:49:17,226 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 20:49:29,682 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.47612, Head : 0.33919, Avg : 0.40765 + +2023-05-27 20:49:30,651 - wikidata12k_0.001 - [INFO] - [Epoch 50]: Training Loss: 0.00099381, Valid MRR: 0.40765, + + + +2023-05-27 20:49:31,309 - wikidata12k_0.001 - [INFO] - [E:51| 0]: Train Loss:0.0009572, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 20:50:35,513 - wikidata12k_0.001 - [INFO] - [E:51| 100]: Train Loss:0.00098747, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 20:51:39,714 - wikidata12k_0.001 - [INFO] - [E:51| 200]: Train Loss:0.00098986, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 20:52:43,922 - wikidata12k_0.001 - [INFO] - [E:51| 300]: Train Loss:0.00098939, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 20:53:48,115 - wikidata12k_0.001 - [INFO] - [E:51| 400]: Train Loss:0.00099052, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 20:54:52,374 - wikidata12k_0.001 - [INFO] - [E:51| 500]: Train Loss:0.00099137, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 20:55:56,584 - wikidata12k_0.001 - [INFO] - [E:51| 600]: Train Loss:0.00099123, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 20:57:00,862 - wikidata12k_0.001 - [INFO] - [E:51| 700]: Train Loss:0.00099135, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 20:58:05,113 - wikidata12k_0.001 - [INFO] - [E:51| 800]: Train Loss:0.00099122, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 20:59:09,343 - wikidata12k_0.001 - [INFO] - [E:51| 900]: Train Loss:0.00099153, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:00:13,603 - wikidata12k_0.001 - [INFO] - [E:51| 1000]: Train Loss:0.00099136, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:01:17,816 - wikidata12k_0.001 - [INFO] - [E:51| 1100]: Train Loss:0.00099123, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:02:22,064 - wikidata12k_0.001 - [INFO] - [E:51| 1200]: Train Loss:0.00099112, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:03:26,279 - wikidata12k_0.001 - [INFO] - [E:51| 1300]: Train Loss:0.00099159, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:04:30,570 - wikidata12k_0.001 - [INFO] - [E:51| 1400]: Train Loss:0.00099176, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:05:34,793 - wikidata12k_0.001 - [INFO] - [E:51| 1500]: Train Loss:0.00099217, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:06:38,980 - wikidata12k_0.001 - [INFO] - [E:51| 1600]: Train Loss:0.0009922, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:07:20,943 - wikidata12k_0.001 - [INFO] - [Epoch:51]: Training Loss:0.0009926 + +2023-05-27 21:07:21,164 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 21:07:42,901 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 21:07:55,481 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 21:08:17,414 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 21:08:29,916 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.45856, Head : 0.30836, Avg : 0.38346 + +2023-05-27 21:08:29,916 - wikidata12k_0.001 - [INFO] - [Epoch 51]: Training Loss: 0.00099258, Valid MRR: 0.40765, + + + +2023-05-27 21:08:30,582 - wikidata12k_0.001 - [INFO] - [E:52| 0]: Train Loss:0.00094839, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:09:34,774 - wikidata12k_0.001 - [INFO] - [E:52| 100]: Train Loss:0.0009929, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:10:38,879 - wikidata12k_0.001 - [INFO] - [E:52| 200]: Train Loss:0.00099157, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:11:43,041 - wikidata12k_0.001 - [INFO] - [E:52| 300]: Train Loss:0.00098986, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:12:47,274 - wikidata12k_0.001 - [INFO] - [E:52| 400]: Train Loss:0.00098951, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:13:51,414 - wikidata12k_0.001 - [INFO] - [E:52| 500]: Train Loss:0.00099157, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:14:55,673 - wikidata12k_0.001 - [INFO] - [E:52| 600]: Train Loss:0.00099158, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:15:59,915 - wikidata12k_0.001 - [INFO] - [E:52| 700]: Train Loss:0.0009913, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:17:04,116 - wikidata12k_0.001 - [INFO] - [E:52| 800]: Train Loss:0.00099163, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:18:08,272 - wikidata12k_0.001 - [INFO] - [E:52| 900]: Train Loss:0.00099122, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:19:12,485 - wikidata12k_0.001 - [INFO] - [E:52| 1000]: Train Loss:0.00099121, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:20:16,649 - wikidata12k_0.001 - [INFO] - [E:52| 1100]: Train Loss:0.00099139, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:21:20,868 - wikidata12k_0.001 - [INFO] - [E:52| 1200]: Train Loss:0.00099125, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:22:25,170 - wikidata12k_0.001 - [INFO] - [E:52| 1300]: Train Loss:0.00099112, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:23:29,395 - wikidata12k_0.001 - [INFO] - [E:52| 1400]: Train Loss:0.00099122, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:24:33,579 - wikidata12k_0.001 - [INFO] - [E:52| 1500]: Train Loss:0.00099129, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:25:37,822 - wikidata12k_0.001 - [INFO] - [E:52| 1600]: Train Loss:0.00099127, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:26:19,749 - wikidata12k_0.001 - [INFO] - [Epoch:52]: Training Loss:0.0009914 + +2023-05-27 21:26:19,970 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 21:26:41,749 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 21:26:54,347 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 21:27:16,294 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 21:27:28,765 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.47983, Head : 0.24391, Avg : 0.36187 + +2023-05-27 21:27:28,765 - wikidata12k_0.001 - [INFO] - [Epoch 52]: Training Loss: 0.00099138, Valid MRR: 0.40765, + + + +2023-05-27 21:27:29,421 - wikidata12k_0.001 - [INFO] - [E:53| 0]: Train Loss:0.00097703, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:28:33,706 - wikidata12k_0.001 - [INFO] - [E:53| 100]: Train Loss:0.00098588, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:29:37,802 - wikidata12k_0.001 - [INFO] - [E:53| 200]: Train Loss:0.00098597, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:30:41,990 - wikidata12k_0.001 - [INFO] - [E:53| 300]: Train Loss:0.00098652, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:31:46,207 - wikidata12k_0.001 - [INFO] - [E:53| 400]: Train Loss:0.00098748, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:32:50,371 - wikidata12k_0.001 - [INFO] - [E:53| 500]: Train Loss:0.00098844, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:33:54,490 - wikidata12k_0.001 - [INFO] - [E:53| 600]: Train Loss:0.00098886, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:34:58,822 - wikidata12k_0.001 - [INFO] - [E:53| 700]: Train Loss:0.00098905, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:36:02,961 - wikidata12k_0.001 - [INFO] - [E:53| 800]: Train Loss:0.00098958, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:37:07,125 - wikidata12k_0.001 - [INFO] - [E:53| 900]: Train Loss:0.00098993, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:38:11,427 - wikidata12k_0.001 - [INFO] - [E:53| 1000]: Train Loss:0.00098943, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:39:15,696 - wikidata12k_0.001 - [INFO] - [E:53| 1100]: Train Loss:0.00098919, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:40:19,903 - wikidata12k_0.001 - [INFO] - [E:53| 1200]: Train Loss:0.00098933, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:41:24,204 - wikidata12k_0.001 - [INFO] - [E:53| 1300]: Train Loss:0.00098946, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:42:28,412 - wikidata12k_0.001 - [INFO] - [E:53| 1400]: Train Loss:0.00098938, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:43:32,640 - wikidata12k_0.001 - [INFO] - [E:53| 1500]: Train Loss:0.00098949, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:44:36,925 - wikidata12k_0.001 - [INFO] - [E:53| 1600]: Train Loss:0.00098976, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:45:18,911 - wikidata12k_0.001 - [INFO] - [Epoch:53]: Training Loss:0.0009899 + +2023-05-27 21:45:19,132 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 21:45:40,891 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 21:45:53,485 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 21:46:15,417 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 21:46:27,897 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.47148, Head : 0.30337, Avg : 0.38743 + +2023-05-27 21:46:27,897 - wikidata12k_0.001 - [INFO] - [Epoch 53]: Training Loss: 0.00098994, Valid MRR: 0.40765, + + + +2023-05-27 21:46:28,555 - wikidata12k_0.001 - [INFO] - [E:54| 0]: Train Loss:0.00096636, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:47:32,803 - wikidata12k_0.001 - [INFO] - [E:54| 100]: Train Loss:0.00098733, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:48:37,102 - wikidata12k_0.001 - [INFO] - [E:54| 200]: Train Loss:0.0009853, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:49:41,346 - wikidata12k_0.001 - [INFO] - [E:54| 300]: Train Loss:0.00098656, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:50:45,546 - wikidata12k_0.001 - [INFO] - [E:54| 400]: Train Loss:0.00098663, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:51:49,735 - wikidata12k_0.001 - [INFO] - [E:54| 500]: Train Loss:0.00098654, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:52:53,914 - wikidata12k_0.001 - [INFO] - [E:54| 600]: Train Loss:0.00098654, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:53:58,196 - wikidata12k_0.001 - [INFO] - [E:54| 700]: Train Loss:0.00098768, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:55:02,491 - wikidata12k_0.001 - [INFO] - [E:54| 800]: Train Loss:0.00098843, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:56:06,799 - wikidata12k_0.001 - [INFO] - [E:54| 900]: Train Loss:0.00098863, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:57:11,057 - wikidata12k_0.001 - [INFO] - [E:54| 1000]: Train Loss:0.00098836, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:58:15,307 - wikidata12k_0.001 - [INFO] - [E:54| 1100]: Train Loss:0.00098833, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 21:59:19,526 - wikidata12k_0.001 - [INFO] - [E:54| 1200]: Train Loss:0.00098876, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:00:23,798 - wikidata12k_0.001 - [INFO] - [E:54| 1300]: Train Loss:0.00098909, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:01:27,952 - wikidata12k_0.001 - [INFO] - [E:54| 1400]: Train Loss:0.00098937, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:02:32,267 - wikidata12k_0.001 - [INFO] - [E:54| 1500]: Train Loss:0.00098967, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:03:36,449 - wikidata12k_0.001 - [INFO] - [E:54| 1600]: Train Loss:0.00098979, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:04:18,418 - wikidata12k_0.001 - [INFO] - [Epoch:54]: Training Loss:0.0009896 + +2023-05-27 22:04:18,638 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 22:04:40,417 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 22:04:52,996 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 22:05:14,922 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 22:05:27,378 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.47424, Head : 0.26366, Avg : 0.36895 + +2023-05-27 22:05:27,378 - wikidata12k_0.001 - [INFO] - [Epoch 54]: Training Loss: 0.00098957, Valid MRR: 0.40765, + + + +2023-05-27 22:05:28,033 - wikidata12k_0.001 - [INFO] - [E:55| 0]: Train Loss:0.00096774, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:06:32,228 - wikidata12k_0.001 - [INFO] - [E:55| 100]: Train Loss:0.00098772, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:07:36,431 - wikidata12k_0.001 - [INFO] - [E:55| 200]: Train Loss:0.0009866, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:08:40,671 - wikidata12k_0.001 - [INFO] - [E:55| 300]: Train Loss:0.00098773, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:09:44,951 - wikidata12k_0.001 - [INFO] - [E:55| 400]: Train Loss:0.00098716, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:10:49,206 - wikidata12k_0.001 - [INFO] - [E:55| 500]: Train Loss:0.00098728, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:11:53,490 - wikidata12k_0.001 - [INFO] - [E:55| 600]: Train Loss:0.0009863, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:12:57,727 - wikidata12k_0.001 - [INFO] - [E:55| 700]: Train Loss:0.00098653, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:14:02,064 - wikidata12k_0.001 - [INFO] - [E:55| 800]: Train Loss:0.00098756, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:15:06,279 - wikidata12k_0.001 - [INFO] - [E:55| 900]: Train Loss:0.00098764, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:16:10,556 - wikidata12k_0.001 - [INFO] - [E:55| 1000]: Train Loss:0.00098788, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:17:14,815 - wikidata12k_0.001 - [INFO] - [E:55| 1100]: Train Loss:0.00098796, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:18:19,157 - wikidata12k_0.001 - [INFO] - [E:55| 1200]: Train Loss:0.00098789, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:19:23,373 - wikidata12k_0.001 - [INFO] - [E:55| 1300]: Train Loss:0.00098775, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:20:27,690 - wikidata12k_0.001 - [INFO] - [E:55| 1400]: Train Loss:0.00098836, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:21:31,943 - wikidata12k_0.001 - [INFO] - [E:55| 1500]: Train Loss:0.00098858, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:22:36,215 - wikidata12k_0.001 - [INFO] - [E:55| 1600]: Train Loss:0.00098854, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:23:18,244 - wikidata12k_0.001 - [INFO] - [Epoch:55]: Training Loss:0.0009885 + +2023-05-27 22:23:18,465 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 22:23:40,219 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 22:23:52,819 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 22:24:14,754 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 22:24:27,204 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.47593, Head : 0.26589, Avg : 0.37091 + +2023-05-27 22:24:27,204 - wikidata12k_0.001 - [INFO] - [Epoch 55]: Training Loss: 0.0009885, Valid MRR: 0.40765, + + + +2023-05-27 22:24:27,861 - wikidata12k_0.001 - [INFO] - [E:56| 0]: Train Loss:0.00098213, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:25:32,175 - wikidata12k_0.001 - [INFO] - [E:56| 100]: Train Loss:0.00097926, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:26:36,455 - wikidata12k_0.001 - [INFO] - [E:56| 200]: Train Loss:0.00098315, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:27:40,819 - wikidata12k_0.001 - [INFO] - [E:56| 300]: Train Loss:0.00098434, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:28:45,160 - wikidata12k_0.001 - [INFO] - [E:56| 400]: Train Loss:0.00098592, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:29:49,395 - wikidata12k_0.001 - [INFO] - [E:56| 500]: Train Loss:0.0009851, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:30:53,581 - wikidata12k_0.001 - [INFO] - [E:56| 600]: Train Loss:0.00098598, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:31:57,890 - wikidata12k_0.001 - [INFO] - [E:56| 700]: Train Loss:0.00098629, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:33:02,119 - wikidata12k_0.001 - [INFO] - [E:56| 800]: Train Loss:0.00098615, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:34:06,395 - wikidata12k_0.001 - [INFO] - [E:56| 900]: Train Loss:0.00098671, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:35:10,587 - wikidata12k_0.001 - [INFO] - [E:56| 1000]: Train Loss:0.00098668, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:36:14,925 - wikidata12k_0.001 - [INFO] - [E:56| 1100]: Train Loss:0.00098716, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:37:19,134 - wikidata12k_0.001 - [INFO] - [E:56| 1200]: Train Loss:0.0009873, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:38:23,411 - wikidata12k_0.001 - [INFO] - [E:56| 1300]: Train Loss:0.00098685, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:39:27,694 - wikidata12k_0.001 - [INFO] - [E:56| 1400]: Train Loss:0.00098697, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:40:31,947 - wikidata12k_0.001 - [INFO] - [E:56| 1500]: Train Loss:0.00098703, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:41:36,142 - wikidata12k_0.001 - [INFO] - [E:56| 1600]: Train Loss:0.00098717, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:42:18,158 - wikidata12k_0.001 - [INFO] - [Epoch:56]: Training Loss:0.0009875 + +2023-05-27 22:42:18,378 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 22:42:40,188 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 22:42:52,786 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 22:43:14,722 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 22:43:27,200 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.47392, Head : 0.31164, Avg : 0.39278 + +2023-05-27 22:43:27,200 - wikidata12k_0.001 - [INFO] - [Epoch 56]: Training Loss: 0.00098748, Valid MRR: 0.40765, + + + +2023-05-27 22:43:27,855 - wikidata12k_0.001 - [INFO] - [E:57| 0]: Train Loss:0.0009758, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:44:32,042 - wikidata12k_0.001 - [INFO] - [E:57| 100]: Train Loss:0.00098564, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:45:36,266 - wikidata12k_0.001 - [INFO] - [E:57| 200]: Train Loss:0.00098167, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:46:40,461 - wikidata12k_0.001 - [INFO] - [E:57| 300]: Train Loss:0.00098289, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:47:44,724 - wikidata12k_0.001 - [INFO] - [E:57| 400]: Train Loss:0.00098282, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:48:48,941 - wikidata12k_0.001 - [INFO] - [E:57| 500]: Train Loss:0.00098339, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:49:53,121 - wikidata12k_0.001 - [INFO] - [E:57| 600]: Train Loss:0.00098389, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:50:57,276 - wikidata12k_0.001 - [INFO] - [E:57| 700]: Train Loss:0.00098392, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:52:01,513 - wikidata12k_0.001 - [INFO] - [E:57| 800]: Train Loss:0.00098455, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:53:05,685 - wikidata12k_0.001 - [INFO] - [E:57| 900]: Train Loss:0.00098505, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:54:09,990 - wikidata12k_0.001 - [INFO] - [E:57| 1000]: Train Loss:0.00098565, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:55:14,160 - wikidata12k_0.001 - [INFO] - [E:57| 1100]: Train Loss:0.000986, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:56:18,402 - wikidata12k_0.001 - [INFO] - [E:57| 1200]: Train Loss:0.000986, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:57:22,681 - wikidata12k_0.001 - [INFO] - [E:57| 1300]: Train Loss:0.00098623, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:58:26,873 - wikidata12k_0.001 - [INFO] - [E:57| 1400]: Train Loss:0.00098649, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 22:59:31,122 - wikidata12k_0.001 - [INFO] - [E:57| 1500]: Train Loss:0.00098634, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:00:35,387 - wikidata12k_0.001 - [INFO] - [E:57| 1600]: Train Loss:0.00098643, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:01:17,345 - wikidata12k_0.001 - [INFO] - [Epoch:57]: Training Loss:0.0009865 + +2023-05-27 23:01:17,564 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 23:01:39,277 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 23:01:51,854 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 23:02:13,779 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 23:02:26,220 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.47043, Head : 0.26509, Avg : 0.36776 + +2023-05-27 23:02:26,220 - wikidata12k_0.001 - [INFO] - [Epoch 57]: Training Loss: 0.00098648, Valid MRR: 0.40765, + + + +2023-05-27 23:02:26,874 - wikidata12k_0.001 - [INFO] - [E:58| 0]: Train Loss:0.0010314, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:03:31,120 - wikidata12k_0.001 - [INFO] - [E:58| 100]: Train Loss:0.0009852, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:04:35,309 - wikidata12k_0.001 - [INFO] - [E:58| 200]: Train Loss:0.00098594, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:05:39,427 - wikidata12k_0.001 - [INFO] - [E:58| 300]: Train Loss:0.00098531, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:06:43,551 - wikidata12k_0.001 - [INFO] - [E:58| 400]: Train Loss:0.00098455, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:07:47,699 - wikidata12k_0.001 - [INFO] - [E:58| 500]: Train Loss:0.00098519, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:08:51,882 - wikidata12k_0.001 - [INFO] - [E:58| 600]: Train Loss:0.00098517, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:09:56,116 - wikidata12k_0.001 - [INFO] - [E:58| 700]: Train Loss:0.00098518, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:11:00,284 - wikidata12k_0.001 - [INFO] - [E:58| 800]: Train Loss:0.0009849, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:12:04,501 - wikidata12k_0.001 - [INFO] - [E:58| 900]: Train Loss:0.00098466, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:13:08,671 - wikidata12k_0.001 - [INFO] - [E:58| 1000]: Train Loss:0.00098445, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:14:12,935 - wikidata12k_0.001 - [INFO] - [E:58| 1100]: Train Loss:0.00098478, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:15:17,033 - wikidata12k_0.001 - [INFO] - [E:58| 1200]: Train Loss:0.00098499, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:16:21,241 - wikidata12k_0.001 - [INFO] - [E:58| 1300]: Train Loss:0.00098502, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:17:25,452 - wikidata12k_0.001 - [INFO] - [E:58| 1400]: Train Loss:0.00098523, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:18:29,679 - wikidata12k_0.001 - [INFO] - [E:58| 1500]: Train Loss:0.00098535, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:19:33,782 - wikidata12k_0.001 - [INFO] - [E:58| 1600]: Train Loss:0.00098533, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:20:15,756 - wikidata12k_0.001 - [INFO] - [Epoch:58]: Training Loss:0.0009855 + +2023-05-27 23:20:15,976 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 23:20:37,748 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 23:20:50,326 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 23:21:12,240 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 23:21:24,717 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.46963, Head : 0.34168, Avg : 0.40566 + +2023-05-27 23:21:24,717 - wikidata12k_0.001 - [INFO] - [Epoch 58]: Training Loss: 0.0009855, Valid MRR: 0.40765, + + + +2023-05-27 23:21:25,374 - wikidata12k_0.001 - [INFO] - [E:59| 0]: Train Loss:0.0010997, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:22:29,576 - wikidata12k_0.001 - [INFO] - [E:59| 100]: Train Loss:0.00098201, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:23:33,797 - wikidata12k_0.001 - [INFO] - [E:59| 200]: Train Loss:0.00098211, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:24:37,917 - wikidata12k_0.001 - [INFO] - [E:59| 300]: Train Loss:0.00098225, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:25:42,155 - wikidata12k_0.001 - [INFO] - [E:59| 400]: Train Loss:0.00098398, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:26:46,357 - wikidata12k_0.001 - [INFO] - [E:59| 500]: Train Loss:0.00098438, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:27:50,481 - wikidata12k_0.001 - [INFO] - [E:59| 600]: Train Loss:0.00098372, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:28:54,627 - wikidata12k_0.001 - [INFO] - [E:59| 700]: Train Loss:0.00098372, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:29:58,889 - wikidata12k_0.001 - [INFO] - [E:59| 800]: Train Loss:0.00098404, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:31:03,060 - wikidata12k_0.001 - [INFO] - [E:59| 900]: Train Loss:0.0009845, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:32:07,271 - wikidata12k_0.001 - [INFO] - [E:59| 1000]: Train Loss:0.00098469, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:33:11,383 - wikidata12k_0.001 - [INFO] - [E:59| 1100]: Train Loss:0.00098488, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:34:15,660 - wikidata12k_0.001 - [INFO] - [E:59| 1200]: Train Loss:0.00098491, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:35:19,867 - wikidata12k_0.001 - [INFO] - [E:59| 1300]: Train Loss:0.00098476, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:36:24,199 - wikidata12k_0.001 - [INFO] - [E:59| 1400]: Train Loss:0.00098486, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:37:28,391 - wikidata12k_0.001 - [INFO] - [E:59| 1500]: Train Loss:0.00098495, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:38:32,605 - wikidata12k_0.001 - [INFO] - [E:59| 1600]: Train Loss:0.00098472, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:39:14,620 - wikidata12k_0.001 - [INFO] - [Epoch:59]: Training Loss:0.0009848 + +2023-05-27 23:39:14,842 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 23:39:36,569 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 23:39:49,143 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 23:40:11,038 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 23:40:23,501 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.4742, Head : 0.31364, Avg : 0.39392 + MR: Tail : 841.9, Head : 891.11, Avg : 866.5 + Hit-1: Tail : 0.39247, Head : 0.20913, Avg : 0.3008 + Hit-3: Tail : 0.52103, Head : 0.36802, Avg : 0.44453 + Hit-10: Tail : 0.62178, Head : 0.52064, Avg : 0.57121 +2023-05-27 23:40:23,501 - wikidata12k_0.001 - [INFO] - [Epoch 59]: Training Loss: 0.00098477, Valid MRR: 0.40765, + + + +2023-05-27 23:40:24,156 - wikidata12k_0.001 - [INFO] - [E:60| 0]: Train Loss:0.0010053, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:41:28,366 - wikidata12k_0.001 - [INFO] - [E:60| 100]: Train Loss:0.00098224, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:42:32,511 - wikidata12k_0.001 - [INFO] - [E:60| 200]: Train Loss:0.00098154, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:43:36,750 - wikidata12k_0.001 - [INFO] - [E:60| 300]: Train Loss:0.00098282, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:44:40,869 - wikidata12k_0.001 - [INFO] - [E:60| 400]: Train Loss:0.00098249, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:45:45,051 - wikidata12k_0.001 - [INFO] - [E:60| 500]: Train Loss:0.00098244, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:46:49,244 - wikidata12k_0.001 - [INFO] - [E:60| 600]: Train Loss:0.0009827, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:47:53,447 - wikidata12k_0.001 - [INFO] - [E:60| 700]: Train Loss:0.00098288, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:48:57,688 - wikidata12k_0.001 - [INFO] - [E:60| 800]: Train Loss:0.00098276, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:50:01,938 - wikidata12k_0.001 - [INFO] - [E:60| 900]: Train Loss:0.00098287, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:51:06,110 - wikidata12k_0.001 - [INFO] - [E:60| 1000]: Train Loss:0.00098287, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:52:10,340 - wikidata12k_0.001 - [INFO] - [E:60| 1100]: Train Loss:0.00098296, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:53:14,477 - wikidata12k_0.001 - [INFO] - [E:60| 1200]: Train Loss:0.00098347, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:54:18,730 - wikidata12k_0.001 - [INFO] - [E:60| 1300]: Train Loss:0.0009836, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:55:22,982 - wikidata12k_0.001 - [INFO] - [E:60| 1400]: Train Loss:0.00098368, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:56:27,170 - wikidata12k_0.001 - [INFO] - [E:60| 1500]: Train Loss:0.00098407, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:57:31,286 - wikidata12k_0.001 - [INFO] - [E:60| 1600]: Train Loss:0.00098416, Val MRR:0.40765, wikidata12k_0.001 +2023-05-27 23:58:13,300 - wikidata12k_0.001 - [INFO] - [Epoch:60]: Training Loss:0.000984 + +2023-05-27 23:58:13,520 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-27 23:58:35,277 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-27 23:58:47,891 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-27 23:59:09,782 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-27 23:59:22,245 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.47393, Head : 0.29357, Avg : 0.38375 + +2023-05-27 23:59:22,245 - wikidata12k_0.001 - [INFO] - [Epoch 60]: Training Loss: 0.00098397, Valid MRR: 0.40765, + + + +2023-05-27 23:59:22,914 - wikidata12k_0.001 - [INFO] - [E:61| 0]: Train Loss:0.00098365, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:00:27,080 - wikidata12k_0.001 - [INFO] - [E:61| 100]: Train Loss:0.00098318, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:01:31,430 - wikidata12k_0.001 - [INFO] - [E:61| 200]: Train Loss:0.00098337, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:02:35,669 - wikidata12k_0.001 - [INFO] - [E:61| 300]: Train Loss:0.0009825, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:03:39,941 - wikidata12k_0.001 - [INFO] - [E:61| 400]: Train Loss:0.00098248, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:04:44,217 - wikidata12k_0.001 - [INFO] - [E:61| 500]: Train Loss:0.00098227, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:05:48,562 - wikidata12k_0.001 - [INFO] - [E:61| 600]: Train Loss:0.0009822, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:06:52,714 - wikidata12k_0.001 - [INFO] - [E:61| 700]: Train Loss:0.00098209, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:07:56,922 - wikidata12k_0.001 - [INFO] - [E:61| 800]: Train Loss:0.00098194, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:09:01,155 - wikidata12k_0.001 - [INFO] - [E:61| 900]: Train Loss:0.00098221, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:10:05,508 - wikidata12k_0.001 - [INFO] - [E:61| 1000]: Train Loss:0.00098226, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:11:09,736 - wikidata12k_0.001 - [INFO] - [E:61| 1100]: Train Loss:0.00098219, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:12:13,996 - wikidata12k_0.001 - [INFO] - [E:61| 1200]: Train Loss:0.00098211, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:13:18,216 - wikidata12k_0.001 - [INFO] - [E:61| 1300]: Train Loss:0.00098216, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:14:22,454 - wikidata12k_0.001 - [INFO] - [E:61| 1400]: Train Loss:0.0009822, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:15:26,595 - wikidata12k_0.001 - [INFO] - [E:61| 1500]: Train Loss:0.00098246, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:16:30,808 - wikidata12k_0.001 - [INFO] - [E:61| 1600]: Train Loss:0.00098277, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:17:12,776 - wikidata12k_0.001 - [INFO] - [Epoch:61]: Training Loss:0.0009829 + +2023-05-28 00:17:12,998 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 00:17:34,741 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 00:17:47,328 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 00:18:09,246 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 00:18:21,714 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.47993, Head : 0.30085, Avg : 0.39039 + +2023-05-28 00:18:21,714 - wikidata12k_0.001 - [INFO] - [Epoch 61]: Training Loss: 0.00098291, Valid MRR: 0.40765, + + + +2023-05-28 00:18:22,370 - wikidata12k_0.001 - [INFO] - [E:62| 0]: Train Loss:0.00096597, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:19:26,628 - wikidata12k_0.001 - [INFO] - [E:62| 100]: Train Loss:0.00097925, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:20:30,817 - wikidata12k_0.001 - [INFO] - [E:62| 200]: Train Loss:0.00097851, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:21:35,164 - wikidata12k_0.001 - [INFO] - [E:62| 300]: Train Loss:0.00098004, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:22:39,402 - wikidata12k_0.001 - [INFO] - [E:62| 400]: Train Loss:0.00098073, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:23:43,755 - wikidata12k_0.001 - [INFO] - [E:62| 500]: Train Loss:0.00098142, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:24:48,016 - wikidata12k_0.001 - [INFO] - [E:62| 600]: Train Loss:0.00098142, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:25:52,340 - wikidata12k_0.001 - [INFO] - [E:62| 700]: Train Loss:0.00098187, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:26:56,560 - wikidata12k_0.001 - [INFO] - [E:62| 800]: Train Loss:0.00098172, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:28:00,841 - wikidata12k_0.001 - [INFO] - [E:62| 900]: Train Loss:0.00098173, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:29:05,165 - wikidata12k_0.001 - [INFO] - [E:62| 1000]: Train Loss:0.00098198, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:30:09,422 - wikidata12k_0.001 - [INFO] - [E:62| 1100]: Train Loss:0.00098197, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:31:13,708 - wikidata12k_0.001 - [INFO] - [E:62| 1200]: Train Loss:0.00098218, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:32:17,976 - wikidata12k_0.001 - [INFO] - [E:62| 1300]: Train Loss:0.00098206, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:33:22,215 - wikidata12k_0.001 - [INFO] - [E:62| 1400]: Train Loss:0.00098179, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:34:26,556 - wikidata12k_0.001 - [INFO] - [E:62| 1500]: Train Loss:0.00098187, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:35:30,801 - wikidata12k_0.001 - [INFO] - [E:62| 1600]: Train Loss:0.00098207, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:36:12,826 - wikidata12k_0.001 - [INFO] - [Epoch:62]: Training Loss:0.000982 + +2023-05-28 00:36:13,046 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 00:36:34,812 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 00:36:47,421 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 00:37:09,322 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 00:37:21,803 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.47219, Head : 0.31337, Avg : 0.39278 + +2023-05-28 00:37:21,803 - wikidata12k_0.001 - [INFO] - [Epoch 62]: Training Loss: 0.00098203, Valid MRR: 0.40765, + + + +2023-05-28 00:37:22,460 - wikidata12k_0.001 - [INFO] - [E:63| 0]: Train Loss:0.00099415, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:38:26,658 - wikidata12k_0.001 - [INFO] - [E:63| 100]: Train Loss:0.00098012, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:39:30,932 - wikidata12k_0.001 - [INFO] - [E:63| 200]: Train Loss:0.0009778, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:40:35,199 - wikidata12k_0.001 - [INFO] - [E:63| 300]: Train Loss:0.0009786, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:41:39,439 - wikidata12k_0.001 - [INFO] - [E:63| 400]: Train Loss:0.00097954, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:42:43,647 - wikidata12k_0.001 - [INFO] - [E:63| 500]: Train Loss:0.00097913, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:43:47,891 - wikidata12k_0.001 - [INFO] - [E:63| 600]: Train Loss:0.00097894, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:44:52,169 - wikidata12k_0.001 - [INFO] - [E:63| 700]: Train Loss:0.00097919, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:45:56,480 - wikidata12k_0.001 - [INFO] - [E:63| 800]: Train Loss:0.00097991, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:47:00,765 - wikidata12k_0.001 - [INFO] - [E:63| 900]: Train Loss:0.00098065, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:48:05,042 - wikidata12k_0.001 - [INFO] - [E:63| 1000]: Train Loss:0.00098081, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:49:09,261 - wikidata12k_0.001 - [INFO] - [E:63| 1100]: Train Loss:0.00098085, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:50:13,584 - wikidata12k_0.001 - [INFO] - [E:63| 1200]: Train Loss:0.0009809, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:51:17,727 - wikidata12k_0.001 - [INFO] - [E:63| 1300]: Train Loss:0.00098099, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:52:22,028 - wikidata12k_0.001 - [INFO] - [E:63| 1400]: Train Loss:0.00098098, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:53:26,329 - wikidata12k_0.001 - [INFO] - [E:63| 1500]: Train Loss:0.0009809, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:54:30,534 - wikidata12k_0.001 - [INFO] - [E:63| 1600]: Train Loss:0.00098093, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:55:12,527 - wikidata12k_0.001 - [INFO] - [Epoch:63]: Training Loss:0.0009813 + +2023-05-28 00:55:12,747 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 00:55:34,471 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 00:55:47,053 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 00:56:08,954 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 00:56:21,446 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.48361, Head : 0.27754, Avg : 0.38058 + +2023-05-28 00:56:21,446 - wikidata12k_0.001 - [INFO] - [Epoch 63]: Training Loss: 0.00098132, Valid MRR: 0.40765, + + + +2023-05-28 00:56:22,105 - wikidata12k_0.001 - [INFO] - [E:64| 0]: Train Loss:0.00096991, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:57:26,371 - wikidata12k_0.001 - [INFO] - [E:64| 100]: Train Loss:0.00098184, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:58:30,599 - wikidata12k_0.001 - [INFO] - [E:64| 200]: Train Loss:0.00097983, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 00:59:34,872 - wikidata12k_0.001 - [INFO] - [E:64| 300]: Train Loss:0.00098099, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:00:39,059 - wikidata12k_0.001 - [INFO] - [E:64| 400]: Train Loss:0.0009816, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:01:43,341 - wikidata12k_0.001 - [INFO] - [E:64| 500]: Train Loss:0.00098093, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:02:47,647 - wikidata12k_0.001 - [INFO] - [E:64| 600]: Train Loss:0.00098141, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:03:51,919 - wikidata12k_0.001 - [INFO] - [E:64| 700]: Train Loss:0.00098073, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:04:56,158 - wikidata12k_0.001 - [INFO] - [E:64| 800]: Train Loss:0.00098063, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:06:00,469 - wikidata12k_0.001 - [INFO] - [E:64| 900]: Train Loss:0.00098044, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:07:04,651 - wikidata12k_0.001 - [INFO] - [E:64| 1000]: Train Loss:0.00098076, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:08:08,955 - wikidata12k_0.001 - [INFO] - [E:64| 1100]: Train Loss:0.00098043, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:09:13,114 - wikidata12k_0.001 - [INFO] - [E:64| 1200]: Train Loss:0.00098058, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:10:17,330 - wikidata12k_0.001 - [INFO] - [E:64| 1300]: Train Loss:0.00098072, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:11:21,525 - wikidata12k_0.001 - [INFO] - [E:64| 1400]: Train Loss:0.00098076, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:12:25,698 - wikidata12k_0.001 - [INFO] - [E:64| 1500]: Train Loss:0.00098093, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:13:29,970 - wikidata12k_0.001 - [INFO] - [E:64| 1600]: Train Loss:0.00098137, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:14:11,994 - wikidata12k_0.001 - [INFO] - [Epoch:64]: Training Loss:0.0009815 + +2023-05-28 01:14:12,214 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 01:14:33,974 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 01:14:46,605 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 01:15:08,525 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 01:15:20,998 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.4668, Head : 0.28922, Avg : 0.37801 + +2023-05-28 01:15:20,999 - wikidata12k_0.001 - [INFO] - [Epoch 64]: Training Loss: 0.00098145, Valid MRR: 0.40765, + + + +2023-05-28 01:15:21,654 - wikidata12k_0.001 - [INFO] - [E:65| 0]: Train Loss:0.00097965, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:16:25,825 - wikidata12k_0.001 - [INFO] - [E:65| 100]: Train Loss:0.00097812, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:17:30,098 - wikidata12k_0.001 - [INFO] - [E:65| 200]: Train Loss:0.00098004, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:18:34,306 - wikidata12k_0.001 - [INFO] - [E:65| 300]: Train Loss:0.00097921, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:19:38,623 - wikidata12k_0.001 - [INFO] - [E:65| 400]: Train Loss:0.00097996, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:20:42,801 - wikidata12k_0.001 - [INFO] - [E:65| 500]: Train Loss:0.00097966, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:21:47,005 - wikidata12k_0.001 - [INFO] - [E:65| 600]: Train Loss:0.00097941, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:22:51,181 - wikidata12k_0.001 - [INFO] - [E:65| 700]: Train Loss:0.00098085, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:23:55,522 - wikidata12k_0.001 - [INFO] - [E:65| 800]: Train Loss:0.00098101, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:24:59,695 - wikidata12k_0.001 - [INFO] - [E:65| 900]: Train Loss:0.00098087, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:26:04,021 - wikidata12k_0.001 - [INFO] - [E:65| 1000]: Train Loss:0.0009807, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:27:08,128 - wikidata12k_0.001 - [INFO] - [E:65| 1100]: Train Loss:0.00098087, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:28:12,393 - wikidata12k_0.001 - [INFO] - [E:65| 1200]: Train Loss:0.00098083, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:29:16,613 - wikidata12k_0.001 - [INFO] - [E:65| 1300]: Train Loss:0.00098046, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:30:20,799 - wikidata12k_0.001 - [INFO] - [E:65| 1400]: Train Loss:0.00098052, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:31:24,940 - wikidata12k_0.001 - [INFO] - [E:65| 1500]: Train Loss:0.00098015, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:32:29,053 - wikidata12k_0.001 - [INFO] - [E:65| 1600]: Train Loss:0.00098025, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:33:11,095 - wikidata12k_0.001 - [INFO] - [Epoch:65]: Training Loss:0.0009803 + +2023-05-28 01:33:11,317 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 01:33:33,062 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 01:33:45,646 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 01:34:07,527 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 01:34:19,999 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.47153, Head : 0.29856, Avg : 0.38504 + +2023-05-28 01:34:19,999 - wikidata12k_0.001 - [INFO] - [Epoch 65]: Training Loss: 0.00098034, Valid MRR: 0.40765, + + + +2023-05-28 01:34:20,656 - wikidata12k_0.001 - [INFO] - [E:66| 0]: Train Loss:0.00095266, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:35:24,888 - wikidata12k_0.001 - [INFO] - [E:66| 100]: Train Loss:0.00097744, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:36:28,975 - wikidata12k_0.001 - [INFO] - [E:66| 200]: Train Loss:0.00097751, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:37:33,174 - wikidata12k_0.001 - [INFO] - [E:66| 300]: Train Loss:0.00097776, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:38:37,357 - wikidata12k_0.001 - [INFO] - [E:66| 400]: Train Loss:0.00097773, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:39:41,570 - wikidata12k_0.001 - [INFO] - [E:66| 500]: Train Loss:0.00097828, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:40:45,705 - wikidata12k_0.001 - [INFO] - [E:66| 600]: Train Loss:0.00097832, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:41:49,972 - wikidata12k_0.001 - [INFO] - [E:66| 700]: Train Loss:0.0009788, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:42:54,131 - wikidata12k_0.001 - [INFO] - [E:66| 800]: Train Loss:0.00097888, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:43:58,382 - wikidata12k_0.001 - [INFO] - [E:66| 900]: Train Loss:0.0009787, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:45:02,507 - wikidata12k_0.001 - [INFO] - [E:66| 1000]: Train Loss:0.00097877, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:46:06,708 - wikidata12k_0.001 - [INFO] - [E:66| 1100]: Train Loss:0.0009792, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:47:10,913 - wikidata12k_0.001 - [INFO] - [E:66| 1200]: Train Loss:0.00097945, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:48:15,124 - wikidata12k_0.001 - [INFO] - [E:66| 1300]: Train Loss:0.00097948, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:49:19,221 - wikidata12k_0.001 - [INFO] - [E:66| 1400]: Train Loss:0.00097969, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:50:23,407 - wikidata12k_0.001 - [INFO] - [E:66| 1500]: Train Loss:0.00097964, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:51:27,566 - wikidata12k_0.001 - [INFO] - [E:66| 1600]: Train Loss:0.0009796, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:52:09,489 - wikidata12k_0.001 - [INFO] - [Epoch:66]: Training Loss:0.0009796 + +2023-05-28 01:52:09,709 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 01:52:31,435 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 01:52:44,036 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 01:53:05,938 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 01:53:18,387 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.47318, Head : 0.29264, Avg : 0.38291 + +2023-05-28 01:53:18,387 - wikidata12k_0.001 - [INFO] - [Epoch 66]: Training Loss: 0.00097956, Valid MRR: 0.40765, + + + +2023-05-28 01:53:19,045 - wikidata12k_0.001 - [INFO] - [E:67| 0]: Train Loss:0.00094667, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:54:23,216 - wikidata12k_0.001 - [INFO] - [E:67| 100]: Train Loss:0.00097883, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:55:27,406 - wikidata12k_0.001 - [INFO] - [E:67| 200]: Train Loss:0.00097684, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:56:31,597 - wikidata12k_0.001 - [INFO] - [E:67| 300]: Train Loss:0.00097757, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:57:35,843 - wikidata12k_0.001 - [INFO] - [E:67| 400]: Train Loss:0.00097745, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:58:40,020 - wikidata12k_0.001 - [INFO] - [E:67| 500]: Train Loss:0.00097798, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 01:59:44,325 - wikidata12k_0.001 - [INFO] - [E:67| 600]: Train Loss:0.00097882, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:00:48,488 - wikidata12k_0.001 - [INFO] - [E:67| 700]: Train Loss:0.00097907, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:01:52,703 - wikidata12k_0.001 - [INFO] - [E:67| 800]: Train Loss:0.00097873, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:02:56,801 - wikidata12k_0.001 - [INFO] - [E:67| 900]: Train Loss:0.00097901, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:04:01,089 - wikidata12k_0.001 - [INFO] - [E:67| 1000]: Train Loss:0.00097863, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:05:05,306 - wikidata12k_0.001 - [INFO] - [E:67| 1100]: Train Loss:0.00097867, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:06:09,528 - wikidata12k_0.001 - [INFO] - [E:67| 1200]: Train Loss:0.0009788, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:07:13,615 - wikidata12k_0.001 - [INFO] - [E:67| 1300]: Train Loss:0.00097886, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:08:17,798 - wikidata12k_0.001 - [INFO] - [E:67| 1400]: Train Loss:0.00097906, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:09:21,951 - wikidata12k_0.001 - [INFO] - [E:67| 1500]: Train Loss:0.00097906, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:10:26,118 - wikidata12k_0.001 - [INFO] - [E:67| 1600]: Train Loss:0.00097916, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:11:08,028 - wikidata12k_0.001 - [INFO] - [Epoch:67]: Training Loss:0.000979 + +2023-05-28 02:11:08,249 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 02:11:30,011 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 02:11:42,593 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 02:12:04,507 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 02:12:16,960 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.46102, Head : 0.32176, Avg : 0.39139 + +2023-05-28 02:12:16,961 - wikidata12k_0.001 - [INFO] - [Epoch 67]: Training Loss: 0.00097898, Valid MRR: 0.40765, + + + +2023-05-28 02:12:17,616 - wikidata12k_0.001 - [INFO] - [E:68| 0]: Train Loss:0.00095159, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:13:21,811 - wikidata12k_0.001 - [INFO] - [E:68| 100]: Train Loss:0.00097637, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:14:25,980 - wikidata12k_0.001 - [INFO] - [E:68| 200]: Train Loss:0.00097592, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:15:30,187 - wikidata12k_0.001 - [INFO] - [E:68| 300]: Train Loss:0.00097618, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:16:34,322 - wikidata12k_0.001 - [INFO] - [E:68| 400]: Train Loss:0.00097668, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:17:38,557 - wikidata12k_0.001 - [INFO] - [E:68| 500]: Train Loss:0.0009756, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:18:42,702 - wikidata12k_0.001 - [INFO] - [E:68| 600]: Train Loss:0.00097618, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:19:46,861 - wikidata12k_0.001 - [INFO] - [E:68| 700]: Train Loss:0.00097626, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:20:50,987 - wikidata12k_0.001 - [INFO] - [E:68| 800]: Train Loss:0.00097662, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:21:55,233 - wikidata12k_0.001 - [INFO] - [E:68| 900]: Train Loss:0.00097673, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:22:59,483 - wikidata12k_0.001 - [INFO] - [E:68| 1000]: Train Loss:0.00097681, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:24:03,746 - wikidata12k_0.001 - [INFO] - [E:68| 1100]: Train Loss:0.000977, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:25:07,863 - wikidata12k_0.001 - [INFO] - [E:68| 1200]: Train Loss:0.00097719, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:26:12,010 - wikidata12k_0.001 - [INFO] - [E:68| 1300]: Train Loss:0.00097753, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:27:16,192 - wikidata12k_0.001 - [INFO] - [E:68| 1400]: Train Loss:0.00097797, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:28:20,361 - wikidata12k_0.001 - [INFO] - [E:68| 1500]: Train Loss:0.0009779, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:29:24,504 - wikidata12k_0.001 - [INFO] - [E:68| 1600]: Train Loss:0.00097815, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:30:06,426 - wikidata12k_0.001 - [INFO] - [Epoch:68]: Training Loss:0.0009782 + +2023-05-28 02:30:06,647 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 02:30:28,402 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 02:30:41,018 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 02:31:02,972 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 02:31:15,427 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.46395, Head : 0.29529, Avg : 0.37962 + +2023-05-28 02:31:15,427 - wikidata12k_0.001 - [INFO] - [Epoch 68]: Training Loss: 0.00097815, Valid MRR: 0.40765, + + + +2023-05-28 02:31:16,081 - wikidata12k_0.001 - [INFO] - [E:69| 0]: Train Loss:0.00095267, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:32:20,261 - wikidata12k_0.001 - [INFO] - [E:69| 100]: Train Loss:0.00097168, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:33:24,503 - wikidata12k_0.001 - [INFO] - [E:69| 200]: Train Loss:0.00097394, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:34:28,639 - wikidata12k_0.001 - [INFO] - [E:69| 300]: Train Loss:0.00097414, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:35:32,788 - wikidata12k_0.001 - [INFO] - [E:69| 400]: Train Loss:0.00097576, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:36:36,907 - wikidata12k_0.001 - [INFO] - [E:69| 500]: Train Loss:0.00097503, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:37:41,139 - wikidata12k_0.001 - [INFO] - [E:69| 600]: Train Loss:0.00097533, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:38:45,320 - wikidata12k_0.001 - [INFO] - [E:69| 700]: Train Loss:0.00097532, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:39:49,485 - wikidata12k_0.001 - [INFO] - [E:69| 800]: Train Loss:0.00097542, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:40:53,630 - wikidata12k_0.001 - [INFO] - [E:69| 900]: Train Loss:0.00097596, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:41:57,877 - wikidata12k_0.001 - [INFO] - [E:69| 1000]: Train Loss:0.00097635, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:43:02,086 - wikidata12k_0.001 - [INFO] - [E:69| 1100]: Train Loss:0.00097626, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:44:06,269 - wikidata12k_0.001 - [INFO] - [E:69| 1200]: Train Loss:0.00097623, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:45:10,433 - wikidata12k_0.001 - [INFO] - [E:69| 1300]: Train Loss:0.00097643, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:46:14,622 - wikidata12k_0.001 - [INFO] - [E:69| 1400]: Train Loss:0.00097683, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:47:18,841 - wikidata12k_0.001 - [INFO] - [E:69| 1500]: Train Loss:0.000977, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:48:23,031 - wikidata12k_0.001 - [INFO] - [E:69| 1600]: Train Loss:0.00097701, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:49:04,985 - wikidata12k_0.001 - [INFO] - [Epoch:69]: Training Loss:0.0009772 + +2023-05-28 02:49:05,205 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 02:49:26,955 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 02:49:39,536 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 02:50:01,424 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 02:50:13,888 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.48027, Head : 0.30659, Avg : 0.39343 + MR: Tail : 912.15, Head : 948.56, Avg : 930.36 + Hit-1: Tail : 0.39915, Head : 0.20319, Avg : 0.30117 + Hit-3: Tail : 0.52217, Head : 0.36119, Avg : 0.44168 + Hit-10: Tail : 0.63059, Head : 0.50584, Avg : 0.56822 +2023-05-28 02:50:13,888 - wikidata12k_0.001 - [INFO] - [Epoch 69]: Training Loss: 0.0009772, Valid MRR: 0.40765, + + + +2023-05-28 02:50:14,546 - wikidata12k_0.001 - [INFO] - [E:70| 0]: Train Loss:0.00098012, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:51:18,782 - wikidata12k_0.001 - [INFO] - [E:70| 100]: Train Loss:0.00097843, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:52:22,867 - wikidata12k_0.001 - [INFO] - [E:70| 200]: Train Loss:0.00097924, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:53:27,098 - wikidata12k_0.001 - [INFO] - [E:70| 300]: Train Loss:0.00097797, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:54:31,297 - wikidata12k_0.001 - [INFO] - [E:70| 400]: Train Loss:0.00097674, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:55:35,501 - wikidata12k_0.001 - [INFO] - [E:70| 500]: Train Loss:0.00097576, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:56:39,680 - wikidata12k_0.001 - [INFO] - [E:70| 600]: Train Loss:0.00097638, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:57:43,886 - wikidata12k_0.001 - [INFO] - [E:70| 700]: Train Loss:0.00097656, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:58:48,085 - wikidata12k_0.001 - [INFO] - [E:70| 800]: Train Loss:0.00097676, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 02:59:52,260 - wikidata12k_0.001 - [INFO] - [E:70| 900]: Train Loss:0.00097643, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 03:00:56,367 - wikidata12k_0.001 - [INFO] - [E:70| 1000]: Train Loss:0.00097712, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 03:02:00,514 - wikidata12k_0.001 - [INFO] - [E:70| 1100]: Train Loss:0.00097724, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 03:03:04,682 - wikidata12k_0.001 - [INFO] - [E:70| 1200]: Train Loss:0.00097708, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 03:04:08,921 - wikidata12k_0.001 - [INFO] - [E:70| 1300]: Train Loss:0.00097707, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 03:05:13,163 - wikidata12k_0.001 - [INFO] - [E:70| 1400]: Train Loss:0.00097731, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 03:06:17,333 - wikidata12k_0.001 - [INFO] - [E:70| 1500]: Train Loss:0.00097711, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 03:07:21,563 - wikidata12k_0.001 - [INFO] - [E:70| 1600]: Train Loss:0.00097723, Val MRR:0.40765, wikidata12k_0.001 +2023-05-28 03:08:03,521 - wikidata12k_0.001 - [INFO] - [Epoch:70]: Training Loss:0.0009772 + +2023-05-28 03:08:03,740 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 03:08:25,474 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 03:08:38,075 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 03:09:00,020 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 03:09:12,473 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.48689, Head : 0.3293, Avg : 0.4081 + +2023-05-28 03:09:13,513 - wikidata12k_0.001 - [INFO] - [Epoch 70]: Training Loss: 0.00097722, Valid MRR: 0.4081, + + + +2023-05-28 03:09:14,167 - wikidata12k_0.001 - [INFO] - [E:71| 0]: Train Loss:0.00097118, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:10:18,348 - wikidata12k_0.001 - [INFO] - [E:71| 100]: Train Loss:0.00097853, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:11:22,523 - wikidata12k_0.001 - [INFO] - [E:71| 200]: Train Loss:0.00097682, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:12:26,677 - wikidata12k_0.001 - [INFO] - [E:71| 300]: Train Loss:0.00097723, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:13:30,914 - wikidata12k_0.001 - [INFO] - [E:71| 400]: Train Loss:0.00097638, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:14:35,092 - wikidata12k_0.001 - [INFO] - [E:71| 500]: Train Loss:0.0009759, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:15:39,348 - wikidata12k_0.001 - [INFO] - [E:71| 600]: Train Loss:0.00097576, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:16:43,463 - wikidata12k_0.001 - [INFO] - [E:71| 700]: Train Loss:0.00097628, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:17:47,700 - wikidata12k_0.001 - [INFO] - [E:71| 800]: Train Loss:0.00097669, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:18:51,858 - wikidata12k_0.001 - [INFO] - [E:71| 900]: Train Loss:0.00097633, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:19:56,021 - wikidata12k_0.001 - [INFO] - [E:71| 1000]: Train Loss:0.00097615, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:21:00,245 - wikidata12k_0.001 - [INFO] - [E:71| 1100]: Train Loss:0.0009768, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:22:04,464 - wikidata12k_0.001 - [INFO] - [E:71| 1200]: Train Loss:0.00097694, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:23:08,633 - wikidata12k_0.001 - [INFO] - [E:71| 1300]: Train Loss:0.00097679, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:24:12,762 - wikidata12k_0.001 - [INFO] - [E:71| 1400]: Train Loss:0.00097692, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:25:16,977 - wikidata12k_0.001 - [INFO] - [E:71| 1500]: Train Loss:0.00097719, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:26:21,230 - wikidata12k_0.001 - [INFO] - [E:71| 1600]: Train Loss:0.00097714, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:27:03,227 - wikidata12k_0.001 - [INFO] - [Epoch:71]: Training Loss:0.0009771 + +2023-05-28 03:27:03,448 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 03:27:25,205 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 03:27:37,779 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 03:27:59,676 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 03:28:12,134 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.47608, Head : 0.30902, Avg : 0.39255 + +2023-05-28 03:28:12,134 - wikidata12k_0.001 - [INFO] - [Epoch 71]: Training Loss: 0.00097713, Valid MRR: 0.4081, + + + +2023-05-28 03:28:12,789 - wikidata12k_0.001 - [INFO] - [E:72| 0]: Train Loss:0.00097078, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:29:17,047 - wikidata12k_0.001 - [INFO] - [E:72| 100]: Train Loss:0.00097558, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:30:21,166 - wikidata12k_0.001 - [INFO] - [E:72| 200]: Train Loss:0.00097622, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:31:25,389 - wikidata12k_0.001 - [INFO] - [E:72| 300]: Train Loss:0.00097623, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:32:29,591 - wikidata12k_0.001 - [INFO] - [E:72| 400]: Train Loss:0.00097591, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:33:33,820 - wikidata12k_0.001 - [INFO] - [E:72| 500]: Train Loss:0.00097542, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:34:38,058 - wikidata12k_0.001 - [INFO] - [E:72| 600]: Train Loss:0.00097593, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:35:42,349 - wikidata12k_0.001 - [INFO] - [E:72| 700]: Train Loss:0.00097617, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:36:46,618 - wikidata12k_0.001 - [INFO] - [E:72| 800]: Train Loss:0.0009761, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:37:50,791 - wikidata12k_0.001 - [INFO] - [E:72| 900]: Train Loss:0.00097603, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:38:54,999 - wikidata12k_0.001 - [INFO] - [E:72| 1000]: Train Loss:0.00097588, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:39:59,287 - wikidata12k_0.001 - [INFO] - [E:72| 1100]: Train Loss:0.00097644, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:41:03,463 - wikidata12k_0.001 - [INFO] - [E:72| 1200]: Train Loss:0.00097658, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:42:07,730 - wikidata12k_0.001 - [INFO] - [E:72| 1300]: Train Loss:0.00097659, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:43:11,986 - wikidata12k_0.001 - [INFO] - [E:72| 1400]: Train Loss:0.00097667, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:44:16,128 - wikidata12k_0.001 - [INFO] - [E:72| 1500]: Train Loss:0.00097631, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:45:20,309 - wikidata12k_0.001 - [INFO] - [E:72| 1600]: Train Loss:0.00097649, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:46:02,209 - wikidata12k_0.001 - [INFO] - [Epoch:72]: Training Loss:0.0009764 + +2023-05-28 03:46:02,429 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 03:46:24,176 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 03:46:36,749 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 03:46:58,722 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 03:47:11,180 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.47723, Head : 0.25654, Avg : 0.36688 + +2023-05-28 03:47:11,180 - wikidata12k_0.001 - [INFO] - [Epoch 72]: Training Loss: 0.00097638, Valid MRR: 0.4081, + + + +2023-05-28 03:47:11,835 - wikidata12k_0.001 - [INFO] - [E:73| 0]: Train Loss:0.00099412, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:48:16,068 - wikidata12k_0.001 - [INFO] - [E:73| 100]: Train Loss:0.00097398, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:49:20,285 - wikidata12k_0.001 - [INFO] - [E:73| 200]: Train Loss:0.0009746, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:50:24,414 - wikidata12k_0.001 - [INFO] - [E:73| 300]: Train Loss:0.00097478, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:51:28,673 - wikidata12k_0.001 - [INFO] - [E:73| 400]: Train Loss:0.00097469, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:52:32,765 - wikidata12k_0.001 - [INFO] - [E:73| 500]: Train Loss:0.00097576, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:53:36,957 - wikidata12k_0.001 - [INFO] - [E:73| 600]: Train Loss:0.00097537, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:54:41,095 - wikidata12k_0.001 - [INFO] - [E:73| 700]: Train Loss:0.00097511, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:55:45,348 - wikidata12k_0.001 - [INFO] - [E:73| 800]: Train Loss:0.00097475, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:56:49,574 - wikidata12k_0.001 - [INFO] - [E:73| 900]: Train Loss:0.0009748, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:57:53,761 - wikidata12k_0.001 - [INFO] - [E:73| 1000]: Train Loss:0.00097459, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 03:58:58,062 - wikidata12k_0.001 - [INFO] - [E:73| 1100]: Train Loss:0.0009746, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:00:02,275 - wikidata12k_0.001 - [INFO] - [E:73| 1200]: Train Loss:0.00097452, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:01:06,476 - wikidata12k_0.001 - [INFO] - [E:73| 1300]: Train Loss:0.00097482, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:02:10,679 - wikidata12k_0.001 - [INFO] - [E:73| 1400]: Train Loss:0.00097505, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:03:14,969 - wikidata12k_0.001 - [INFO] - [E:73| 1500]: Train Loss:0.00097505, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:04:19,148 - wikidata12k_0.001 - [INFO] - [E:73| 1600]: Train Loss:0.00097522, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:05:01,105 - wikidata12k_0.001 - [INFO] - [Epoch:73]: Training Loss:0.0009751 + +2023-05-28 04:05:01,326 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 04:05:23,055 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 04:05:35,630 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 04:05:57,520 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 04:06:09,979 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.47965, Head : 0.2828, Avg : 0.38122 + +2023-05-28 04:06:09,979 - wikidata12k_0.001 - [INFO] - [Epoch 73]: Training Loss: 0.0009751, Valid MRR: 0.4081, + + + +2023-05-28 04:06:10,635 - wikidata12k_0.001 - [INFO] - [E:74| 0]: Train Loss:0.0011099, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:07:14,881 - wikidata12k_0.001 - [INFO] - [E:74| 100]: Train Loss:0.00097513, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:08:18,956 - wikidata12k_0.001 - [INFO] - [E:74| 200]: Train Loss:0.00097411, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:09:23,086 - wikidata12k_0.001 - [INFO] - [E:74| 300]: Train Loss:0.0009742, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:10:27,241 - wikidata12k_0.001 - [INFO] - [E:74| 400]: Train Loss:0.00097403, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:11:31,491 - wikidata12k_0.001 - [INFO] - [E:74| 500]: Train Loss:0.00097395, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:12:35,699 - wikidata12k_0.001 - [INFO] - [E:74| 600]: Train Loss:0.00097543, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:13:39,833 - wikidata12k_0.001 - [INFO] - [E:74| 700]: Train Loss:0.0009761, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:14:44,015 - wikidata12k_0.001 - [INFO] - [E:74| 800]: Train Loss:0.0009765, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:15:48,176 - wikidata12k_0.001 - [INFO] - [E:74| 900]: Train Loss:0.00097726, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:16:52,317 - wikidata12k_0.001 - [INFO] - [E:74| 1000]: Train Loss:0.00097677, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:17:56,446 - wikidata12k_0.001 - [INFO] - [E:74| 1100]: Train Loss:0.00097653, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:19:00,702 - wikidata12k_0.001 - [INFO] - [E:74| 1200]: Train Loss:0.00097628, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:20:04,834 - wikidata12k_0.001 - [INFO] - [E:74| 1300]: Train Loss:0.00097625, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:21:08,978 - wikidata12k_0.001 - [INFO] - [E:74| 1400]: Train Loss:0.00097612, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:22:13,103 - wikidata12k_0.001 - [INFO] - [E:74| 1500]: Train Loss:0.00097583, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:23:17,349 - wikidata12k_0.001 - [INFO] - [E:74| 1600]: Train Loss:0.00097572, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:23:59,256 - wikidata12k_0.001 - [INFO] - [Epoch:74]: Training Loss:0.0009757 + +2023-05-28 04:23:59,477 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 04:24:21,217 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 04:24:33,807 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 04:24:55,794 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 04:25:08,257 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.46807, Head : 0.27666, Avg : 0.37236 + +2023-05-28 04:25:08,257 - wikidata12k_0.001 - [INFO] - [Epoch 74]: Training Loss: 0.0009757, Valid MRR: 0.4081, + + + +2023-05-28 04:25:08,914 - wikidata12k_0.001 - [INFO] - [E:75| 0]: Train Loss:0.00095128, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:26:13,153 - wikidata12k_0.001 - [INFO] - [E:75| 100]: Train Loss:0.00096871, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:27:17,400 - wikidata12k_0.001 - [INFO] - [E:75| 200]: Train Loss:0.00096955, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:28:21,541 - wikidata12k_0.001 - [INFO] - [E:75| 300]: Train Loss:0.00097115, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:29:25,740 - wikidata12k_0.001 - [INFO] - [E:75| 400]: Train Loss:0.00097166, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:30:29,829 - wikidata12k_0.001 - [INFO] - [E:75| 500]: Train Loss:0.00097265, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:31:34,083 - wikidata12k_0.001 - [INFO] - [E:75| 600]: Train Loss:0.00097229, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:32:38,266 - wikidata12k_0.001 - [INFO] - [E:75| 700]: Train Loss:0.00097294, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:33:42,498 - wikidata12k_0.001 - [INFO] - [E:75| 800]: Train Loss:0.00097321, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:34:46,712 - wikidata12k_0.001 - [INFO] - [E:75| 900]: Train Loss:0.0009736, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:35:50,869 - wikidata12k_0.001 - [INFO] - [E:75| 1000]: Train Loss:0.00097364, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:36:55,033 - wikidata12k_0.001 - [INFO] - [E:75| 1100]: Train Loss:0.00097378, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:37:59,226 - wikidata12k_0.001 - [INFO] - [E:75| 1200]: Train Loss:0.00097388, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:39:03,452 - wikidata12k_0.001 - [INFO] - [E:75| 1300]: Train Loss:0.00097376, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:40:07,712 - wikidata12k_0.001 - [INFO] - [E:75| 1400]: Train Loss:0.0009737, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:41:11,952 - wikidata12k_0.001 - [INFO] - [E:75| 1500]: Train Loss:0.00097396, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:42:16,129 - wikidata12k_0.001 - [INFO] - [E:75| 1600]: Train Loss:0.00097433, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:42:58,111 - wikidata12k_0.001 - [INFO] - [Epoch:75]: Training Loss:0.0009744 + +2023-05-28 04:42:58,331 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 04:43:20,070 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 04:43:32,668 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 04:43:54,574 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 04:44:07,046 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.47635, Head : 0.31055, Avg : 0.39345 + +2023-05-28 04:44:07,046 - wikidata12k_0.001 - [INFO] - [Epoch 75]: Training Loss: 0.00097443, Valid MRR: 0.4081, + + + +2023-05-28 04:44:07,711 - wikidata12k_0.001 - [INFO] - [E:76| 0]: Train Loss:0.00094447, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:45:12,009 - wikidata12k_0.001 - [INFO] - [E:76| 100]: Train Loss:0.00097033, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:46:16,168 - wikidata12k_0.001 - [INFO] - [E:76| 200]: Train Loss:0.00097153, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:47:20,468 - wikidata12k_0.001 - [INFO] - [E:76| 300]: Train Loss:0.00097167, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:48:24,686 - wikidata12k_0.001 - [INFO] - [E:76| 400]: Train Loss:0.00097197, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:49:28,943 - wikidata12k_0.001 - [INFO] - [E:76| 500]: Train Loss:0.00097235, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:50:33,087 - wikidata12k_0.001 - [INFO] - [E:76| 600]: Train Loss:0.00097216, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:51:37,283 - wikidata12k_0.001 - [INFO] - [E:76| 700]: Train Loss:0.00097253, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:52:41,533 - wikidata12k_0.001 - [INFO] - [E:76| 800]: Train Loss:0.00097285, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:53:45,770 - wikidata12k_0.001 - [INFO] - [E:76| 900]: Train Loss:0.00097357, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:54:49,982 - wikidata12k_0.001 - [INFO] - [E:76| 1000]: Train Loss:0.00097362, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:55:54,156 - wikidata12k_0.001 - [INFO] - [E:76| 1100]: Train Loss:0.00097376, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:56:58,388 - wikidata12k_0.001 - [INFO] - [E:76| 1200]: Train Loss:0.00097371, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:58:02,564 - wikidata12k_0.001 - [INFO] - [E:76| 1300]: Train Loss:0.00097367, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 04:59:06,820 - wikidata12k_0.001 - [INFO] - [E:76| 1400]: Train Loss:0.0009737, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 05:00:10,918 - wikidata12k_0.001 - [INFO] - [E:76| 1500]: Train Loss:0.00097376, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 05:01:15,042 - wikidata12k_0.001 - [INFO] - [E:76| 1600]: Train Loss:0.00097392, Val MRR:0.4081, wikidata12k_0.001 +2023-05-28 05:01:56,973 - wikidata12k_0.001 - [INFO] - [Epoch:76]: Training Loss:0.0009738 + +2023-05-28 05:01:57,194 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 05:02:18,941 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 05:02:31,544 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 05:02:53,500 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 05:03:05,991 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.4733, Head : 0.34439, Avg : 0.40884 + +2023-05-28 05:03:07,098 - wikidata12k_0.001 - [INFO] - [Epoch 76]: Training Loss: 0.0009738, Valid MRR: 0.40884, + + + +2023-05-28 05:03:07,752 - wikidata12k_0.001 - [INFO] - [E:77| 0]: Train Loss:0.00095756, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:04:11,881 - wikidata12k_0.001 - [INFO] - [E:77| 100]: Train Loss:0.00096866, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:05:16,134 - wikidata12k_0.001 - [INFO] - [E:77| 200]: Train Loss:0.00097161, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:06:20,304 - wikidata12k_0.001 - [INFO] - [E:77| 300]: Train Loss:0.00097268, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:07:24,584 - wikidata12k_0.001 - [INFO] - [E:77| 400]: Train Loss:0.00097187, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:08:28,790 - wikidata12k_0.001 - [INFO] - [E:77| 500]: Train Loss:0.00097243, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:09:33,013 - wikidata12k_0.001 - [INFO] - [E:77| 600]: Train Loss:0.0009728, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:10:37,184 - wikidata12k_0.001 - [INFO] - [E:77| 700]: Train Loss:0.00097258, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:11:41,319 - wikidata12k_0.001 - [INFO] - [E:77| 800]: Train Loss:0.00097235, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:12:45,592 - wikidata12k_0.001 - [INFO] - [E:77| 900]: Train Loss:0.00097215, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:13:49,784 - wikidata12k_0.001 - [INFO] - [E:77| 1000]: Train Loss:0.00097286, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:14:53,995 - wikidata12k_0.001 - [INFO] - [E:77| 1100]: Train Loss:0.00097283, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:15:58,252 - wikidata12k_0.001 - [INFO] - [E:77| 1200]: Train Loss:0.00097316, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:17:02,450 - wikidata12k_0.001 - [INFO] - [E:77| 1300]: Train Loss:0.00097331, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:18:06,636 - wikidata12k_0.001 - [INFO] - [E:77| 1400]: Train Loss:0.00097311, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:19:10,769 - wikidata12k_0.001 - [INFO] - [E:77| 1500]: Train Loss:0.00097317, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:20:14,877 - wikidata12k_0.001 - [INFO] - [E:77| 1600]: Train Loss:0.0009733, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:20:56,865 - wikidata12k_0.001 - [INFO] - [Epoch:77]: Training Loss:0.0009732 + +2023-05-28 05:20:57,086 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 05:21:18,820 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 05:21:31,422 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 05:21:53,318 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 05:22:05,781 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.46987, Head : 0.31535, Avg : 0.39261 + +2023-05-28 05:22:05,781 - wikidata12k_0.001 - [INFO] - [Epoch 77]: Training Loss: 0.00097321, Valid MRR: 0.40884, + + + +2023-05-28 05:22:06,437 - wikidata12k_0.001 - [INFO] - [E:78| 0]: Train Loss:0.00094499, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:23:10,676 - wikidata12k_0.001 - [INFO] - [E:78| 100]: Train Loss:0.00096741, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:24:14,823 - wikidata12k_0.001 - [INFO] - [E:78| 200]: Train Loss:0.00096842, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:25:19,029 - wikidata12k_0.001 - [INFO] - [E:78| 300]: Train Loss:0.00096875, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:26:23,212 - wikidata12k_0.001 - [INFO] - [E:78| 400]: Train Loss:0.0009702, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:27:27,441 - wikidata12k_0.001 - [INFO] - [E:78| 500]: Train Loss:0.00097085, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:28:31,630 - wikidata12k_0.001 - [INFO] - [E:78| 600]: Train Loss:0.0009713, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:29:35,827 - wikidata12k_0.001 - [INFO] - [E:78| 700]: Train Loss:0.00097131, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:30:40,037 - wikidata12k_0.001 - [INFO] - [E:78| 800]: Train Loss:0.00097197, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:31:44,139 - wikidata12k_0.001 - [INFO] - [E:78| 900]: Train Loss:0.00097237, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:32:48,324 - wikidata12k_0.001 - [INFO] - [E:78| 1000]: Train Loss:0.00097261, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:33:52,630 - wikidata12k_0.001 - [INFO] - [E:78| 1100]: Train Loss:0.00097255, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:34:56,811 - wikidata12k_0.001 - [INFO] - [E:78| 1200]: Train Loss:0.00097267, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:36:00,938 - wikidata12k_0.001 - [INFO] - [E:78| 1300]: Train Loss:0.00097302, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:37:05,169 - wikidata12k_0.001 - [INFO] - [E:78| 1400]: Train Loss:0.00097289, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:38:09,439 - wikidata12k_0.001 - [INFO] - [E:78| 1500]: Train Loss:0.00097299, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:39:13,633 - wikidata12k_0.001 - [INFO] - [E:78| 1600]: Train Loss:0.00097315, Val MRR:0.40884, wikidata12k_0.001 +2023-05-28 05:39:55,620 - wikidata12k_0.001 - [INFO] - [Epoch:78]: Training Loss:0.0009731 + +2023-05-28 05:39:55,841 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 05:40:17,586 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 05:40:30,185 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 05:40:52,121 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 05:41:04,597 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.48079, Head : 0.34716, Avg : 0.41398 + +2023-05-28 05:41:05,836 - wikidata12k_0.001 - [INFO] - [Epoch 78]: Training Loss: 0.00097311, Valid MRR: 0.41398, + + + +2023-05-28 05:41:06,493 - wikidata12k_0.001 - [INFO] - [E:79| 0]: Train Loss:0.00094639, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:42:10,669 - wikidata12k_0.001 - [INFO] - [E:79| 100]: Train Loss:0.00096751, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:43:14,920 - wikidata12k_0.001 - [INFO] - [E:79| 200]: Train Loss:0.00096907, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:44:19,144 - wikidata12k_0.001 - [INFO] - [E:79| 300]: Train Loss:0.00096928, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:45:23,445 - wikidata12k_0.001 - [INFO] - [E:79| 400]: Train Loss:0.00096972, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:46:27,737 - wikidata12k_0.001 - [INFO] - [E:79| 500]: Train Loss:0.00097012, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:47:31,977 - wikidata12k_0.001 - [INFO] - [E:79| 600]: Train Loss:0.00097075, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:48:36,155 - wikidata12k_0.001 - [INFO] - [E:79| 700]: Train Loss:0.00097118, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:49:40,352 - wikidata12k_0.001 - [INFO] - [E:79| 800]: Train Loss:0.00097127, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:50:44,572 - wikidata12k_0.001 - [INFO] - [E:79| 900]: Train Loss:0.00097154, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:51:48,806 - wikidata12k_0.001 - [INFO] - [E:79| 1000]: Train Loss:0.00097164, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:52:53,051 - wikidata12k_0.001 - [INFO] - [E:79| 1100]: Train Loss:0.00097148, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:53:57,245 - wikidata12k_0.001 - [INFO] - [E:79| 1200]: Train Loss:0.0009715, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:55:01,447 - wikidata12k_0.001 - [INFO] - [E:79| 1300]: Train Loss:0.00097145, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:56:05,623 - wikidata12k_0.001 - [INFO] - [E:79| 1400]: Train Loss:0.00097197, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:57:09,822 - wikidata12k_0.001 - [INFO] - [E:79| 1500]: Train Loss:0.00097205, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:58:13,953 - wikidata12k_0.001 - [INFO] - [E:79| 1600]: Train Loss:0.00097217, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 05:58:55,945 - wikidata12k_0.001 - [INFO] - [Epoch:79]: Training Loss:0.0009723 + +2023-05-28 05:58:56,164 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 05:59:17,903 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 05:59:30,506 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 05:59:52,421 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 06:00:04,880 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.475, Head : 0.26678, Avg : 0.37089 + MR: Tail : 917.23, Head : 1004.7, Avg : 960.98 + Hit-1: Tail : 0.38841, Head : 0.17251, Avg : 0.28046 + Hit-3: Tail : 0.52865, Head : 0.29632, Avg : 0.41249 + Hit-10: Tail : 0.63049, Head : 0.4616, Avg : 0.54605 +2023-05-28 06:00:04,880 - wikidata12k_0.001 - [INFO] - [Epoch 79]: Training Loss: 0.00097233, Valid MRR: 0.41398, + + + +2023-05-28 06:00:05,538 - wikidata12k_0.001 - [INFO] - [E:80| 0]: Train Loss:0.0010144, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:01:09,754 - wikidata12k_0.001 - [INFO] - [E:80| 100]: Train Loss:0.0009741, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:02:14,023 - wikidata12k_0.001 - [INFO] - [E:80| 200]: Train Loss:0.0009724, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:03:18,321 - wikidata12k_0.001 - [INFO] - [E:80| 300]: Train Loss:0.00097204, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:04:22,487 - wikidata12k_0.001 - [INFO] - [E:80| 400]: Train Loss:0.00097241, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:05:26,646 - wikidata12k_0.001 - [INFO] - [E:80| 500]: Train Loss:0.00097204, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:06:30,891 - wikidata12k_0.001 - [INFO] - [E:80| 600]: Train Loss:0.00097156, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:07:35,138 - wikidata12k_0.001 - [INFO] - [E:80| 700]: Train Loss:0.00097192, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:08:39,308 - wikidata12k_0.001 - [INFO] - [E:80| 800]: Train Loss:0.0009717, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:09:43,501 - wikidata12k_0.001 - [INFO] - [E:80| 900]: Train Loss:0.00097243, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:10:47,698 - wikidata12k_0.001 - [INFO] - [E:80| 1000]: Train Loss:0.00097202, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:11:51,840 - wikidata12k_0.001 - [INFO] - [E:80| 1100]: Train Loss:0.00097174, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:12:56,064 - wikidata12k_0.001 - [INFO] - [E:80| 1200]: Train Loss:0.00097178, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:14:00,215 - wikidata12k_0.001 - [INFO] - [E:80| 1300]: Train Loss:0.00097214, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:15:04,443 - wikidata12k_0.001 - [INFO] - [E:80| 1400]: Train Loss:0.00097256, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:16:08,545 - wikidata12k_0.001 - [INFO] - [E:80| 1500]: Train Loss:0.00097264, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:17:12,805 - wikidata12k_0.001 - [INFO] - [E:80| 1600]: Train Loss:0.00097271, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:17:54,763 - wikidata12k_0.001 - [INFO] - [Epoch:80]: Training Loss:0.0009727 + +2023-05-28 06:17:54,985 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 06:18:16,721 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 06:18:29,320 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 06:18:51,294 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 06:19:03,750 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.48132, Head : 0.30988, Avg : 0.3956 + +2023-05-28 06:19:03,750 - wikidata12k_0.001 - [INFO] - [Epoch 80]: Training Loss: 0.00097269, Valid MRR: 0.41398, + + + +2023-05-28 06:19:04,408 - wikidata12k_0.001 - [INFO] - [E:81| 0]: Train Loss:0.00096884, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:20:08,559 - wikidata12k_0.001 - [INFO] - [E:81| 100]: Train Loss:0.00097322, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:21:12,721 - wikidata12k_0.001 - [INFO] - [E:81| 200]: Train Loss:0.0009731, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:22:16,830 - wikidata12k_0.001 - [INFO] - [E:81| 300]: Train Loss:0.00097135, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:23:21,062 - wikidata12k_0.001 - [INFO] - [E:81| 400]: Train Loss:0.00097009, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:24:25,288 - wikidata12k_0.001 - [INFO] - [E:81| 500]: Train Loss:0.00097087, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:25:29,589 - wikidata12k_0.001 - [INFO] - [E:81| 600]: Train Loss:0.00097079, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:26:33,841 - wikidata12k_0.001 - [INFO] - [E:81| 700]: Train Loss:0.00097088, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:27:37,990 - wikidata12k_0.001 - [INFO] - [E:81| 800]: Train Loss:0.00097108, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:28:42,205 - wikidata12k_0.001 - [INFO] - [E:81| 900]: Train Loss:0.00097143, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:29:46,420 - wikidata12k_0.001 - [INFO] - [E:81| 1000]: Train Loss:0.00097148, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:30:50,587 - wikidata12k_0.001 - [INFO] - [E:81| 1100]: Train Loss:0.00097178, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:31:54,739 - wikidata12k_0.001 - [INFO] - [E:81| 1200]: Train Loss:0.00097196, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:32:58,909 - wikidata12k_0.001 - [INFO] - [E:81| 1300]: Train Loss:0.0009721, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:34:03,093 - wikidata12k_0.001 - [INFO] - [E:81| 1400]: Train Loss:0.000972, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:35:07,382 - wikidata12k_0.001 - [INFO] - [E:81| 1500]: Train Loss:0.00097191, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:36:11,552 - wikidata12k_0.001 - [INFO] - [E:81| 1600]: Train Loss:0.0009717, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:36:53,540 - wikidata12k_0.001 - [INFO] - [Epoch:81]: Training Loss:0.0009718 + +2023-05-28 06:36:53,760 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 06:37:15,493 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 06:37:28,087 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 06:37:49,993 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 06:38:02,459 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.48061, Head : 0.28473, Avg : 0.38267 + +2023-05-28 06:38:02,459 - wikidata12k_0.001 - [INFO] - [Epoch 81]: Training Loss: 0.00097176, Valid MRR: 0.41398, + + + +2023-05-28 06:38:03,114 - wikidata12k_0.001 - [INFO] - [E:82| 0]: Train Loss:0.0010092, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:39:07,305 - wikidata12k_0.001 - [INFO] - [E:82| 100]: Train Loss:0.00097197, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:40:11,390 - wikidata12k_0.001 - [INFO] - [E:82| 200]: Train Loss:0.00096912, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:41:15,624 - wikidata12k_0.001 - [INFO] - [E:82| 300]: Train Loss:0.00096976, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:42:19,782 - wikidata12k_0.001 - [INFO] - [E:82| 400]: Train Loss:0.0009693, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:43:24,055 - wikidata12k_0.001 - [INFO] - [E:82| 500]: Train Loss:0.00097004, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:44:28,307 - wikidata12k_0.001 - [INFO] - [E:82| 600]: Train Loss:0.00097057, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:45:32,551 - wikidata12k_0.001 - [INFO] - [E:82| 700]: Train Loss:0.00097022, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:46:36,680 - wikidata12k_0.001 - [INFO] - [E:82| 800]: Train Loss:0.00097013, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:47:40,833 - wikidata12k_0.001 - [INFO] - [E:82| 900]: Train Loss:0.00097055, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:48:45,186 - wikidata12k_0.001 - [INFO] - [E:82| 1000]: Train Loss:0.00097111, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:49:49,397 - wikidata12k_0.001 - [INFO] - [E:82| 1100]: Train Loss:0.00097111, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:50:53,551 - wikidata12k_0.001 - [INFO] - [E:82| 1200]: Train Loss:0.00097109, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:51:57,706 - wikidata12k_0.001 - [INFO] - [E:82| 1300]: Train Loss:0.00097091, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:53:02,015 - wikidata12k_0.001 - [INFO] - [E:82| 1400]: Train Loss:0.00097126, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:54:06,165 - wikidata12k_0.001 - [INFO] - [E:82| 1500]: Train Loss:0.00097152, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:55:10,322 - wikidata12k_0.001 - [INFO] - [E:82| 1600]: Train Loss:0.00097136, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:55:52,256 - wikidata12k_0.001 - [INFO] - [Epoch:82]: Training Loss:0.0009714 + +2023-05-28 06:55:52,476 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 06:56:14,225 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 06:56:26,820 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 06:56:48,788 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 06:57:01,300 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.47535, Head : 0.25276, Avg : 0.36405 + +2023-05-28 06:57:01,301 - wikidata12k_0.001 - [INFO] - [Epoch 82]: Training Loss: 0.00097139, Valid MRR: 0.41398, + + + +2023-05-28 06:57:01,959 - wikidata12k_0.001 - [INFO] - [E:83| 0]: Train Loss:0.00096172, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:58:06,110 - wikidata12k_0.001 - [INFO] - [E:83| 100]: Train Loss:0.0009688, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 06:59:10,411 - wikidata12k_0.001 - [INFO] - [E:83| 200]: Train Loss:0.00097136, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:00:14,573 - wikidata12k_0.001 - [INFO] - [E:83| 300]: Train Loss:0.00097141, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:01:18,801 - wikidata12k_0.001 - [INFO] - [E:83| 400]: Train Loss:0.00097103, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:02:23,032 - wikidata12k_0.001 - [INFO] - [E:83| 500]: Train Loss:0.00097017, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:03:27,264 - wikidata12k_0.001 - [INFO] - [E:83| 600]: Train Loss:0.00097011, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:04:31,532 - wikidata12k_0.001 - [INFO] - [E:83| 700]: Train Loss:0.00097039, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:05:35,780 - wikidata12k_0.001 - [INFO] - [E:83| 800]: Train Loss:0.00097078, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:06:39,984 - wikidata12k_0.001 - [INFO] - [E:83| 900]: Train Loss:0.00097071, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:07:44,202 - wikidata12k_0.001 - [INFO] - [E:83| 1000]: Train Loss:0.00097031, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:08:48,416 - wikidata12k_0.001 - [INFO] - [E:83| 1100]: Train Loss:0.00097018, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:09:52,548 - wikidata12k_0.001 - [INFO] - [E:83| 1200]: Train Loss:0.00096999, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:10:56,766 - wikidata12k_0.001 - [INFO] - [E:83| 1300]: Train Loss:0.00096995, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:12:00,977 - wikidata12k_0.001 - [INFO] - [E:83| 1400]: Train Loss:0.00097002, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:13:05,189 - wikidata12k_0.001 - [INFO] - [E:83| 1500]: Train Loss:0.00097024, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:14:09,384 - wikidata12k_0.001 - [INFO] - [E:83| 1600]: Train Loss:0.00097021, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:14:51,380 - wikidata12k_0.001 - [INFO] - [Epoch:83]: Training Loss:0.0009702 + +2023-05-28 07:14:51,601 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 07:15:13,346 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 07:15:25,930 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 07:15:47,858 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 07:16:00,321 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.48329, Head : 0.33435, Avg : 0.40882 + +2023-05-28 07:16:00,321 - wikidata12k_0.001 - [INFO] - [Epoch 83]: Training Loss: 0.0009702, Valid MRR: 0.41398, + + + +2023-05-28 07:16:00,980 - wikidata12k_0.001 - [INFO] - [E:84| 0]: Train Loss:0.00095707, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:17:05,216 - wikidata12k_0.001 - [INFO] - [E:84| 100]: Train Loss:0.00096459, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:18:09,432 - wikidata12k_0.001 - [INFO] - [E:84| 200]: Train Loss:0.00096593, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:19:13,730 - wikidata12k_0.001 - [INFO] - [E:84| 300]: Train Loss:0.00096661, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:20:17,888 - wikidata12k_0.001 - [INFO] - [E:84| 400]: Train Loss:0.00096663, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:21:22,136 - wikidata12k_0.001 - [INFO] - [E:84| 500]: Train Loss:0.00096702, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:22:26,360 - wikidata12k_0.001 - [INFO] - [E:84| 600]: Train Loss:0.00096767, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:23:30,615 - wikidata12k_0.001 - [INFO] - [E:84| 700]: Train Loss:0.00096815, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:24:34,963 - wikidata12k_0.001 - [INFO] - [E:84| 800]: Train Loss:0.00096869, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:25:39,104 - wikidata12k_0.001 - [INFO] - [E:84| 900]: Train Loss:0.00096907, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:26:43,267 - wikidata12k_0.001 - [INFO] - [E:84| 1000]: Train Loss:0.00096873, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:27:47,436 - wikidata12k_0.001 - [INFO] - [E:84| 1100]: Train Loss:0.00096898, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:28:51,666 - wikidata12k_0.001 - [INFO] - [E:84| 1200]: Train Loss:0.00096929, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:29:55,790 - wikidata12k_0.001 - [INFO] - [E:84| 1300]: Train Loss:0.00096942, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:30:59,959 - wikidata12k_0.001 - [INFO] - [E:84| 1400]: Train Loss:0.00096978, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:32:04,098 - wikidata12k_0.001 - [INFO] - [E:84| 1500]: Train Loss:0.00096995, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:33:08,393 - wikidata12k_0.001 - [INFO] - [E:84| 1600]: Train Loss:0.00097018, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:33:50,405 - wikidata12k_0.001 - [INFO] - [Epoch:84]: Training Loss:0.0009703 + +2023-05-28 07:33:50,626 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 07:34:12,376 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 07:34:24,970 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 07:34:46,927 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 07:34:59,394 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.46911, Head : 0.25663, Avg : 0.36287 + +2023-05-28 07:34:59,395 - wikidata12k_0.001 - [INFO] - [Epoch 84]: Training Loss: 0.00097028, Valid MRR: 0.41398, + + + +2023-05-28 07:35:00,067 - wikidata12k_0.001 - [INFO] - [E:85| 0]: Train Loss:0.00094441, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:36:04,296 - wikidata12k_0.001 - [INFO] - [E:85| 100]: Train Loss:0.00096847, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:37:08,448 - wikidata12k_0.001 - [INFO] - [E:85| 200]: Train Loss:0.00096938, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:38:12,586 - wikidata12k_0.001 - [INFO] - [E:85| 300]: Train Loss:0.00096906, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:39:16,703 - wikidata12k_0.001 - [INFO] - [E:85| 400]: Train Loss:0.00096872, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:40:20,880 - wikidata12k_0.001 - [INFO] - [E:85| 500]: Train Loss:0.00096839, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:41:25,044 - wikidata12k_0.001 - [INFO] - [E:85| 600]: Train Loss:0.00096808, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:42:29,213 - wikidata12k_0.001 - [INFO] - [E:85| 700]: Train Loss:0.00096826, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:43:33,333 - wikidata12k_0.001 - [INFO] - [E:85| 800]: Train Loss:0.00096886, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:44:37,465 - wikidata12k_0.001 - [INFO] - [E:85| 900]: Train Loss:0.00096893, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:45:41,649 - wikidata12k_0.001 - [INFO] - [E:85| 1000]: Train Loss:0.00096938, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:46:45,881 - wikidata12k_0.001 - [INFO] - [E:85| 1100]: Train Loss:0.00096996, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:47:50,056 - wikidata12k_0.001 - [INFO] - [E:85| 1200]: Train Loss:0.00097029, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:48:54,330 - wikidata12k_0.001 - [INFO] - [E:85| 1300]: Train Loss:0.00097035, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:49:58,385 - wikidata12k_0.001 - [INFO] - [E:85| 1400]: Train Loss:0.00097016, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:51:02,578 - wikidata12k_0.001 - [INFO] - [E:85| 1500]: Train Loss:0.00097016, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:52:06,794 - wikidata12k_0.001 - [INFO] - [E:85| 1600]: Train Loss:0.00097007, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:52:48,750 - wikidata12k_0.001 - [INFO] - [Epoch:85]: Training Loss:0.0009699 + +2023-05-28 07:52:48,970 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 07:53:10,738 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 07:53:23,348 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 07:53:45,277 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 07:53:57,757 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.47684, Head : 0.28211, Avg : 0.37948 + +2023-05-28 07:53:57,758 - wikidata12k_0.001 - [INFO] - [Epoch 85]: Training Loss: 0.00096993, Valid MRR: 0.41398, + + + +2023-05-28 07:53:58,414 - wikidata12k_0.001 - [INFO] - [E:86| 0]: Train Loss:0.0010268, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:55:02,553 - wikidata12k_0.001 - [INFO] - [E:86| 100]: Train Loss:0.00096745, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:56:06,765 - wikidata12k_0.001 - [INFO] - [E:86| 200]: Train Loss:0.00096665, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:57:10,944 - wikidata12k_0.001 - [INFO] - [E:86| 300]: Train Loss:0.00096688, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:58:15,146 - wikidata12k_0.001 - [INFO] - [E:86| 400]: Train Loss:0.00096732, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 07:59:19,358 - wikidata12k_0.001 - [INFO] - [E:86| 500]: Train Loss:0.00096752, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:00:23,619 - wikidata12k_0.001 - [INFO] - [E:86| 600]: Train Loss:0.00096783, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:01:27,761 - wikidata12k_0.001 - [INFO] - [E:86| 700]: Train Loss:0.00096785, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:02:31,911 - wikidata12k_0.001 - [INFO] - [E:86| 800]: Train Loss:0.00096768, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:03:36,056 - wikidata12k_0.001 - [INFO] - [E:86| 900]: Train Loss:0.00096802, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:04:40,288 - wikidata12k_0.001 - [INFO] - [E:86| 1000]: Train Loss:0.0009682, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:05:44,370 - wikidata12k_0.001 - [INFO] - [E:86| 1100]: Train Loss:0.00096861, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:06:48,652 - wikidata12k_0.001 - [INFO] - [E:86| 1200]: Train Loss:0.00096828, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:07:52,855 - wikidata12k_0.001 - [INFO] - [E:86| 1300]: Train Loss:0.00096825, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:08:57,101 - wikidata12k_0.001 - [INFO] - [E:86| 1400]: Train Loss:0.00096904, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:10:03,247 - wikidata12k_0.001 - [INFO] - [E:86| 1500]: Train Loss:0.00096925, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:11:07,449 - wikidata12k_0.001 - [INFO] - [E:86| 1600]: Train Loss:0.00096929, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:11:49,379 - wikidata12k_0.001 - [INFO] - [Epoch:86]: Training Loss:0.0009694 + +2023-05-28 08:11:49,599 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 08:12:11,346 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 08:12:23,941 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 08:12:45,873 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 08:12:58,335 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.47871, Head : 0.27515, Avg : 0.37693 + +2023-05-28 08:12:58,335 - wikidata12k_0.001 - [INFO] - [Epoch 86]: Training Loss: 0.00096937, Valid MRR: 0.41398, + + + +2023-05-28 08:12:58,992 - wikidata12k_0.001 - [INFO] - [E:87| 0]: Train Loss:0.00096276, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:14:03,250 - wikidata12k_0.001 - [INFO] - [E:87| 100]: Train Loss:0.00096913, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:15:07,434 - wikidata12k_0.001 - [INFO] - [E:87| 200]: Train Loss:0.00096664, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:16:11,664 - wikidata12k_0.001 - [INFO] - [E:87| 300]: Train Loss:0.00096604, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:17:15,768 - wikidata12k_0.001 - [INFO] - [E:87| 400]: Train Loss:0.00096686, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:18:19,973 - wikidata12k_0.001 - [INFO] - [E:87| 500]: Train Loss:0.00096665, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:19:24,102 - wikidata12k_0.001 - [INFO] - [E:87| 600]: Train Loss:0.00096703, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:20:28,334 - wikidata12k_0.001 - [INFO] - [E:87| 700]: Train Loss:0.00096701, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:21:32,557 - wikidata12k_0.001 - [INFO] - [E:87| 800]: Train Loss:0.00096765, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:22:36,785 - wikidata12k_0.001 - [INFO] - [E:87| 900]: Train Loss:0.00096781, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:23:40,863 - wikidata12k_0.001 - [INFO] - [E:87| 1000]: Train Loss:0.00096843, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:24:45,098 - wikidata12k_0.001 - [INFO] - [E:87| 1100]: Train Loss:0.00096852, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:25:49,288 - wikidata12k_0.001 - [INFO] - [E:87| 1200]: Train Loss:0.00096905, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:26:53,585 - wikidata12k_0.001 - [INFO] - [E:87| 1300]: Train Loss:0.00096902, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:27:57,766 - wikidata12k_0.001 - [INFO] - [E:87| 1400]: Train Loss:0.00096887, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:29:01,946 - wikidata12k_0.001 - [INFO] - [E:87| 1500]: Train Loss:0.00096886, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:30:06,097 - wikidata12k_0.001 - [INFO] - [E:87| 1600]: Train Loss:0.00096896, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:30:48,055 - wikidata12k_0.001 - [INFO] - [Epoch:87]: Training Loss:0.0009691 + +2023-05-28 08:30:48,276 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 08:31:10,053 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 08:31:22,672 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 08:31:44,600 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 08:31:57,066 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.47248, Head : 0.31477, Avg : 0.39363 + +2023-05-28 08:31:57,066 - wikidata12k_0.001 - [INFO] - [Epoch 87]: Training Loss: 0.0009691, Valid MRR: 0.41398, + + + +2023-05-28 08:31:57,727 - wikidata12k_0.001 - [INFO] - [E:88| 0]: Train Loss:0.00094177, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:33:01,897 - wikidata12k_0.001 - [INFO] - [E:88| 100]: Train Loss:0.00096833, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:34:06,119 - wikidata12k_0.001 - [INFO] - [E:88| 200]: Train Loss:0.00096683, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:35:10,447 - wikidata12k_0.001 - [INFO] - [E:88| 300]: Train Loss:0.00096656, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:36:14,665 - wikidata12k_0.001 - [INFO] - [E:88| 400]: Train Loss:0.00096582, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:37:18,825 - wikidata12k_0.001 - [INFO] - [E:88| 500]: Train Loss:0.00096654, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:38:23,077 - wikidata12k_0.001 - [INFO] - [E:88| 600]: Train Loss:0.00096675, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:39:27,206 - wikidata12k_0.001 - [INFO] - [E:88| 700]: Train Loss:0.00096754, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:40:31,437 - wikidata12k_0.001 - [INFO] - [E:88| 800]: Train Loss:0.00096771, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:41:35,630 - wikidata12k_0.001 - [INFO] - [E:88| 900]: Train Loss:0.00096793, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:42:39,893 - wikidata12k_0.001 - [INFO] - [E:88| 1000]: Train Loss:0.00096793, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:43:44,030 - wikidata12k_0.001 - [INFO] - [E:88| 1100]: Train Loss:0.00096804, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:44:48,289 - wikidata12k_0.001 - [INFO] - [E:88| 1200]: Train Loss:0.00096818, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:45:52,395 - wikidata12k_0.001 - [INFO] - [E:88| 1300]: Train Loss:0.0009682, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:46:56,721 - wikidata12k_0.001 - [INFO] - [E:88| 1400]: Train Loss:0.00096838, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:48:00,889 - wikidata12k_0.001 - [INFO] - [E:88| 1500]: Train Loss:0.00096846, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:49:05,112 - wikidata12k_0.001 - [INFO] - [E:88| 1600]: Train Loss:0.00096852, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:49:47,008 - wikidata12k_0.001 - [INFO] - [Epoch:88]: Training Loss:0.0009687 + +2023-05-28 08:49:47,229 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 08:50:08,950 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 08:50:21,539 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 08:50:43,463 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 08:50:55,929 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.48178, Head : 0.32843, Avg : 0.40511 + +2023-05-28 08:50:55,929 - wikidata12k_0.001 - [INFO] - [Epoch 88]: Training Loss: 0.00096867, Valid MRR: 0.41398, + + + +2023-05-28 08:50:56,584 - wikidata12k_0.001 - [INFO] - [E:89| 0]: Train Loss:0.0010099, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:52:00,834 - wikidata12k_0.001 - [INFO] - [E:89| 100]: Train Loss:0.00096771, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:53:04,997 - wikidata12k_0.001 - [INFO] - [E:89| 200]: Train Loss:0.00096827, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:54:09,231 - wikidata12k_0.001 - [INFO] - [E:89| 300]: Train Loss:0.00096876, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:55:13,398 - wikidata12k_0.001 - [INFO] - [E:89| 400]: Train Loss:0.00096819, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:56:17,679 - wikidata12k_0.001 - [INFO] - [E:89| 500]: Train Loss:0.0009681, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:57:21,859 - wikidata12k_0.001 - [INFO] - [E:89| 600]: Train Loss:0.0009685, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:58:26,095 - wikidata12k_0.001 - [INFO] - [E:89| 700]: Train Loss:0.00096813, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 08:59:30,360 - wikidata12k_0.001 - [INFO] - [E:89| 800]: Train Loss:0.0009682, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:00:34,635 - wikidata12k_0.001 - [INFO] - [E:89| 900]: Train Loss:0.00096805, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:01:38,794 - wikidata12k_0.001 - [INFO] - [E:89| 1000]: Train Loss:0.00096804, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:02:43,061 - wikidata12k_0.001 - [INFO] - [E:89| 1100]: Train Loss:0.0009684, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:03:47,295 - wikidata12k_0.001 - [INFO] - [E:89| 1200]: Train Loss:0.00096833, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:04:51,411 - wikidata12k_0.001 - [INFO] - [E:89| 1300]: Train Loss:0.00096854, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:05:55,646 - wikidata12k_0.001 - [INFO] - [E:89| 1400]: Train Loss:0.00096871, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:06:59,806 - wikidata12k_0.001 - [INFO] - [E:89| 1500]: Train Loss:0.0009685, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:08:04,040 - wikidata12k_0.001 - [INFO] - [E:89| 1600]: Train Loss:0.00096881, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:08:46,016 - wikidata12k_0.001 - [INFO] - [Epoch:89]: Training Loss:0.0009686 + +2023-05-28 09:08:46,236 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 09:09:07,977 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 09:09:20,604 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 09:09:42,580 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 09:09:55,043 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.47812, Head : 0.29122, Avg : 0.38467 + MR: Tail : 938.8, Head : 1011.7, Avg : 975.23 + Hit-1: Tail : 0.39237, Head : 0.16266, Avg : 0.27751 + Hit-3: Tail : 0.53152, Head : 0.37441, Avg : 0.45296 + Hit-10: Tail : 0.6296, Head : 0.5093, Avg : 0.56945 +2023-05-28 09:09:55,043 - wikidata12k_0.001 - [INFO] - [Epoch 89]: Training Loss: 0.00096862, Valid MRR: 0.41398, + + + +2023-05-28 09:09:55,698 - wikidata12k_0.001 - [INFO] - [E:90| 0]: Train Loss:0.00095987, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:10:59,870 - wikidata12k_0.001 - [INFO] - [E:90| 100]: Train Loss:0.0009681, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:12:04,179 - wikidata12k_0.001 - [INFO] - [E:90| 200]: Train Loss:0.00096775, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:13:08,372 - wikidata12k_0.001 - [INFO] - [E:90| 300]: Train Loss:0.00096674, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:14:12,622 - wikidata12k_0.001 - [INFO] - [E:90| 400]: Train Loss:0.00096701, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:15:16,866 - wikidata12k_0.001 - [INFO] - [E:90| 500]: Train Loss:0.00096758, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:16:21,168 - wikidata12k_0.001 - [INFO] - [E:90| 600]: Train Loss:0.00096751, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:17:25,378 - wikidata12k_0.001 - [INFO] - [E:90| 700]: Train Loss:0.00096714, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:18:29,613 - wikidata12k_0.001 - [INFO] - [E:90| 800]: Train Loss:0.00096706, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:19:33,821 - wikidata12k_0.001 - [INFO] - [E:90| 900]: Train Loss:0.00096744, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:20:38,113 - wikidata12k_0.001 - [INFO] - [E:90| 1000]: Train Loss:0.00096725, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:21:42,293 - wikidata12k_0.001 - [INFO] - [E:90| 1100]: Train Loss:0.00096712, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:22:46,512 - wikidata12k_0.001 - [INFO] - [E:90| 1200]: Train Loss:0.00096756, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:23:50,668 - wikidata12k_0.001 - [INFO] - [E:90| 1300]: Train Loss:0.0009677, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:24:54,965 - wikidata12k_0.001 - [INFO] - [E:90| 1400]: Train Loss:0.00096791, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:25:59,147 - wikidata12k_0.001 - [INFO] - [E:90| 1500]: Train Loss:0.00096785, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:27:03,309 - wikidata12k_0.001 - [INFO] - [E:90| 1600]: Train Loss:0.00096785, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:27:45,337 - wikidata12k_0.001 - [INFO] - [Epoch:90]: Training Loss:0.0009679 + +2023-05-28 09:27:45,558 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 09:28:07,309 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 09:28:19,897 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 09:28:41,827 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 09:28:54,299 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.46973, Head : 0.33145, Avg : 0.40059 + +2023-05-28 09:28:54,299 - wikidata12k_0.001 - [INFO] - [Epoch 90]: Training Loss: 0.00096788, Valid MRR: 0.41398, + + + +2023-05-28 09:28:54,956 - wikidata12k_0.001 - [INFO] - [E:91| 0]: Train Loss:0.00095914, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:29:59,173 - wikidata12k_0.001 - [INFO] - [E:91| 100]: Train Loss:0.00096786, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:31:03,353 - wikidata12k_0.001 - [INFO] - [E:91| 200]: Train Loss:0.0009684, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:32:07,589 - wikidata12k_0.001 - [INFO] - [E:91| 300]: Train Loss:0.00096706, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:33:11,762 - wikidata12k_0.001 - [INFO] - [E:91| 400]: Train Loss:0.00096676, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:34:16,015 - wikidata12k_0.001 - [INFO] - [E:91| 500]: Train Loss:0.00096654, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:35:20,212 - wikidata12k_0.001 - [INFO] - [E:91| 600]: Train Loss:0.00096719, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:36:24,440 - wikidata12k_0.001 - [INFO] - [E:91| 700]: Train Loss:0.00096725, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:37:28,616 - wikidata12k_0.001 - [INFO] - [E:91| 800]: Train Loss:0.00096733, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:38:32,841 - wikidata12k_0.001 - [INFO] - [E:91| 900]: Train Loss:0.00096732, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:39:36,967 - wikidata12k_0.001 - [INFO] - [E:91| 1000]: Train Loss:0.00096749, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:40:41,125 - wikidata12k_0.001 - [INFO] - [E:91| 1100]: Train Loss:0.00096725, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:41:45,338 - wikidata12k_0.001 - [INFO] - [E:91| 1200]: Train Loss:0.00096717, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:42:49,439 - wikidata12k_0.001 - [INFO] - [E:91| 1300]: Train Loss:0.00096716, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:43:53,626 - wikidata12k_0.001 - [INFO] - [E:91| 1400]: Train Loss:0.00096762, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:44:57,756 - wikidata12k_0.001 - [INFO] - [E:91| 1500]: Train Loss:0.00096762, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:46:01,972 - wikidata12k_0.001 - [INFO] - [E:91| 1600]: Train Loss:0.00096763, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:46:43,908 - wikidata12k_0.001 - [INFO] - [Epoch:91]: Training Loss:0.0009677 + +2023-05-28 09:46:44,127 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 09:47:05,860 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 09:47:18,439 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 09:47:40,416 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 09:47:52,914 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.47767, Head : 0.27299, Avg : 0.37533 + +2023-05-28 09:47:52,914 - wikidata12k_0.001 - [INFO] - [Epoch 91]: Training Loss: 0.00096773, Valid MRR: 0.41398, + + + +2023-05-28 09:47:53,568 - wikidata12k_0.001 - [INFO] - [E:92| 0]: Train Loss:0.00095675, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:48:57,735 - wikidata12k_0.001 - [INFO] - [E:92| 100]: Train Loss:0.00096318, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:50:01,868 - wikidata12k_0.001 - [INFO] - [E:92| 200]: Train Loss:0.00096588, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:51:05,997 - wikidata12k_0.001 - [INFO] - [E:92| 300]: Train Loss:0.00096477, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:52:10,107 - wikidata12k_0.001 - [INFO] - [E:92| 400]: Train Loss:0.0009645, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:53:14,245 - wikidata12k_0.001 - [INFO] - [E:92| 500]: Train Loss:0.00096594, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:54:18,382 - wikidata12k_0.001 - [INFO] - [E:92| 600]: Train Loss:0.00096541, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:55:22,480 - wikidata12k_0.001 - [INFO] - [E:92| 700]: Train Loss:0.00096526, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:56:26,666 - wikidata12k_0.001 - [INFO] - [E:92| 800]: Train Loss:0.00096559, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:57:30,873 - wikidata12k_0.001 - [INFO] - [E:92| 900]: Train Loss:0.00096623, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:58:35,027 - wikidata12k_0.001 - [INFO] - [E:92| 1000]: Train Loss:0.00096621, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 09:59:39,245 - wikidata12k_0.001 - [INFO] - [E:92| 1100]: Train Loss:0.00096693, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:00:43,529 - wikidata12k_0.001 - [INFO] - [E:92| 1200]: Train Loss:0.0009667, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:01:47,669 - wikidata12k_0.001 - [INFO] - [E:92| 1300]: Train Loss:0.00096697, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:02:51,871 - wikidata12k_0.001 - [INFO] - [E:92| 1400]: Train Loss:0.00096735, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:03:56,090 - wikidata12k_0.001 - [INFO] - [E:92| 1500]: Train Loss:0.00096745, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:05:00,302 - wikidata12k_0.001 - [INFO] - [E:92| 1600]: Train Loss:0.0009673, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:05:42,171 - wikidata12k_0.001 - [INFO] - [Epoch:92]: Training Loss:0.0009674 + +2023-05-28 10:05:42,391 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 10:06:04,123 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 10:06:16,703 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 10:06:38,656 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 10:06:51,193 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.48079, Head : 0.30297, Avg : 0.39188 + +2023-05-28 10:06:51,193 - wikidata12k_0.001 - [INFO] - [Epoch 92]: Training Loss: 0.00096741, Valid MRR: 0.41398, + + + +2023-05-28 10:06:51,851 - wikidata12k_0.001 - [INFO] - [E:93| 0]: Train Loss:0.00098099, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:07:56,077 - wikidata12k_0.001 - [INFO] - [E:93| 100]: Train Loss:0.00096456, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:09:00,264 - wikidata12k_0.001 - [INFO] - [E:93| 200]: Train Loss:0.00096393, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:10:04,468 - wikidata12k_0.001 - [INFO] - [E:93| 300]: Train Loss:0.00096481, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:11:08,618 - wikidata12k_0.001 - [INFO] - [E:93| 400]: Train Loss:0.00096457, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:12:12,767 - wikidata12k_0.001 - [INFO] - [E:93| 500]: Train Loss:0.00096437, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:13:16,950 - wikidata12k_0.001 - [INFO] - [E:93| 600]: Train Loss:0.00096495, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:14:21,227 - wikidata12k_0.001 - [INFO] - [E:93| 700]: Train Loss:0.00096562, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:15:25,468 - wikidata12k_0.001 - [INFO] - [E:93| 800]: Train Loss:0.0009657, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:16:29,685 - wikidata12k_0.001 - [INFO] - [E:93| 900]: Train Loss:0.00096606, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:17:33,883 - wikidata12k_0.001 - [INFO] - [E:93| 1000]: Train Loss:0.00096614, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:18:38,129 - wikidata12k_0.001 - [INFO] - [E:93| 1100]: Train Loss:0.00096624, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:19:42,383 - wikidata12k_0.001 - [INFO] - [E:93| 1200]: Train Loss:0.00096609, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:20:46,603 - wikidata12k_0.001 - [INFO] - [E:93| 1300]: Train Loss:0.00096629, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:21:50,819 - wikidata12k_0.001 - [INFO] - [E:93| 1400]: Train Loss:0.00096648, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:22:55,061 - wikidata12k_0.001 - [INFO] - [E:93| 1500]: Train Loss:0.00096654, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:23:59,230 - wikidata12k_0.001 - [INFO] - [E:93| 1600]: Train Loss:0.00096667, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:24:41,169 - wikidata12k_0.001 - [INFO] - [Epoch:93]: Training Loss:0.0009669 + +2023-05-28 10:24:41,389 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 10:25:03,127 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 10:25:15,719 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 10:25:37,610 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 10:25:50,083 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.47422, Head : 0.31971, Avg : 0.39696 + +2023-05-28 10:25:50,083 - wikidata12k_0.001 - [INFO] - [Epoch 93]: Training Loss: 0.00096691, Valid MRR: 0.41398, + + + +2023-05-28 10:25:50,740 - wikidata12k_0.001 - [INFO] - [E:94| 0]: Train Loss:0.0009589, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:26:54,965 - wikidata12k_0.001 - [INFO] - [E:94| 100]: Train Loss:0.00096525, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:27:59,100 - wikidata12k_0.001 - [INFO] - [E:94| 200]: Train Loss:0.0009661, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:29:03,342 - wikidata12k_0.001 - [INFO] - [E:94| 300]: Train Loss:0.00096623, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:30:07,539 - wikidata12k_0.001 - [INFO] - [E:94| 400]: Train Loss:0.00096579, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:31:11,746 - wikidata12k_0.001 - [INFO] - [E:94| 500]: Train Loss:0.00096624, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:32:16,029 - wikidata12k_0.001 - [INFO] - [E:94| 600]: Train Loss:0.00096685, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:33:20,261 - wikidata12k_0.001 - [INFO] - [E:94| 700]: Train Loss:0.00096593, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:34:24,485 - wikidata12k_0.001 - [INFO] - [E:94| 800]: Train Loss:0.00096591, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:35:28,572 - wikidata12k_0.001 - [INFO] - [E:94| 900]: Train Loss:0.00096602, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:36:32,755 - wikidata12k_0.001 - [INFO] - [E:94| 1000]: Train Loss:0.00096632, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:37:36,853 - wikidata12k_0.001 - [INFO] - [E:94| 1100]: Train Loss:0.00096653, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:38:41,067 - wikidata12k_0.001 - [INFO] - [E:94| 1200]: Train Loss:0.00096658, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:39:45,275 - wikidata12k_0.001 - [INFO] - [E:94| 1300]: Train Loss:0.00096643, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:40:49,537 - wikidata12k_0.001 - [INFO] - [E:94| 1400]: Train Loss:0.00096626, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:41:53,721 - wikidata12k_0.001 - [INFO] - [E:94| 1500]: Train Loss:0.00096627, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:42:57,959 - wikidata12k_0.001 - [INFO] - [E:94| 1600]: Train Loss:0.00096648, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:43:39,899 - wikidata12k_0.001 - [INFO] - [Epoch:94]: Training Loss:0.0009666 + +2023-05-28 10:43:40,119 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 10:44:01,865 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 10:44:14,467 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 10:44:36,399 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 10:44:48,879 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.47467, Head : 0.30277, Avg : 0.38872 + +2023-05-28 10:44:48,879 - wikidata12k_0.001 - [INFO] - [Epoch 94]: Training Loss: 0.00096662, Valid MRR: 0.41398, + + + +2023-05-28 10:44:49,536 - wikidata12k_0.001 - [INFO] - [E:95| 0]: Train Loss:0.00098007, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:45:53,765 - wikidata12k_0.001 - [INFO] - [E:95| 100]: Train Loss:0.00096295, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:46:57,967 - wikidata12k_0.001 - [INFO] - [E:95| 200]: Train Loss:0.00096441, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:48:02,184 - wikidata12k_0.001 - [INFO] - [E:95| 300]: Train Loss:0.00096381, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:49:06,413 - wikidata12k_0.001 - [INFO] - [E:95| 400]: Train Loss:0.00096294, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:50:10,703 - wikidata12k_0.001 - [INFO] - [E:95| 500]: Train Loss:0.00096356, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:51:14,942 - wikidata12k_0.001 - [INFO] - [E:95| 600]: Train Loss:0.00096385, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:52:19,190 - wikidata12k_0.001 - [INFO] - [E:95| 700]: Train Loss:0.00096393, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:53:23,366 - wikidata12k_0.001 - [INFO] - [E:95| 800]: Train Loss:0.00096426, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:54:27,605 - wikidata12k_0.001 - [INFO] - [E:95| 900]: Train Loss:0.00096437, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:55:31,893 - wikidata12k_0.001 - [INFO] - [E:95| 1000]: Train Loss:0.00096491, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:56:36,150 - wikidata12k_0.001 - [INFO] - [E:95| 1100]: Train Loss:0.00096569, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:57:40,369 - wikidata12k_0.001 - [INFO] - [E:95| 1200]: Train Loss:0.00096595, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:58:44,553 - wikidata12k_0.001 - [INFO] - [E:95| 1300]: Train Loss:0.00096572, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 10:59:48,756 - wikidata12k_0.001 - [INFO] - [E:95| 1400]: Train Loss:0.00096608, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:00:52,997 - wikidata12k_0.001 - [INFO] - [E:95| 1500]: Train Loss:0.00096595, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:01:57,149 - wikidata12k_0.001 - [INFO] - [E:95| 1600]: Train Loss:0.00096646, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:02:39,060 - wikidata12k_0.001 - [INFO] - [Epoch:95]: Training Loss:0.0009666 + +2023-05-28 11:02:39,280 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 11:03:01,083 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 11:03:13,672 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 11:03:35,576 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 11:03:48,056 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.47432, Head : 0.31639, Avg : 0.39536 + +2023-05-28 11:03:48,056 - wikidata12k_0.001 - [INFO] - [Epoch 95]: Training Loss: 0.00096658, Valid MRR: 0.41398, + + + +2023-05-28 11:03:48,713 - wikidata12k_0.001 - [INFO] - [E:96| 0]: Train Loss:0.00096745, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:04:52,931 - wikidata12k_0.001 - [INFO] - [E:96| 100]: Train Loss:0.00096517, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:05:57,166 - wikidata12k_0.001 - [INFO] - [E:96| 200]: Train Loss:0.00096328, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:07:01,285 - wikidata12k_0.001 - [INFO] - [E:96| 300]: Train Loss:0.00096338, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:08:05,515 - wikidata12k_0.001 - [INFO] - [E:96| 400]: Train Loss:0.00096513, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:09:09,638 - wikidata12k_0.001 - [INFO] - [E:96| 500]: Train Loss:0.00096436, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:10:13,908 - wikidata12k_0.001 - [INFO] - [E:96| 600]: Train Loss:0.00096549, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:11:18,097 - wikidata12k_0.001 - [INFO] - [E:96| 700]: Train Loss:0.00096561, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:12:22,367 - wikidata12k_0.001 - [INFO] - [E:96| 800]: Train Loss:0.00096565, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:13:26,500 - wikidata12k_0.001 - [INFO] - [E:96| 900]: Train Loss:0.00096617, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:14:30,736 - wikidata12k_0.001 - [INFO] - [E:96| 1000]: Train Loss:0.00096602, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:15:34,970 - wikidata12k_0.001 - [INFO] - [E:96| 1100]: Train Loss:0.0009662, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:16:39,215 - wikidata12k_0.001 - [INFO] - [E:96| 1200]: Train Loss:0.00096605, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:17:43,370 - wikidata12k_0.001 - [INFO] - [E:96| 1300]: Train Loss:0.00096628, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:18:47,740 - wikidata12k_0.001 - [INFO] - [E:96| 1400]: Train Loss:0.00096626, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:19:51,915 - wikidata12k_0.001 - [INFO] - [E:96| 1500]: Train Loss:0.00096634, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:20:56,211 - wikidata12k_0.001 - [INFO] - [E:96| 1600]: Train Loss:0.00096634, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:21:38,159 - wikidata12k_0.001 - [INFO] - [Epoch:96]: Training Loss:0.0009664 + +2023-05-28 11:21:38,378 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 11:22:00,134 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 11:22:12,730 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 11:22:34,659 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 11:22:47,136 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.46813, Head : 0.23851, Avg : 0.35332 + +2023-05-28 11:22:47,136 - wikidata12k_0.001 - [INFO] - [Epoch 96]: Training Loss: 0.00096644, Valid MRR: 0.41398, + + + +2023-05-28 11:22:47,791 - wikidata12k_0.001 - [INFO] - [E:97| 0]: Train Loss:0.0010672, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:23:52,021 - wikidata12k_0.001 - [INFO] - [E:97| 100]: Train Loss:0.00096524, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:24:56,155 - wikidata12k_0.001 - [INFO] - [E:97| 200]: Train Loss:0.00096529, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:26:00,456 - wikidata12k_0.001 - [INFO] - [E:97| 300]: Train Loss:0.00096554, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:27:04,605 - wikidata12k_0.001 - [INFO] - [E:97| 400]: Train Loss:0.00096448, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:28:08,817 - wikidata12k_0.001 - [INFO] - [E:97| 500]: Train Loss:0.00096412, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:29:13,014 - wikidata12k_0.001 - [INFO] - [E:97| 600]: Train Loss:0.0009639, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:30:17,182 - wikidata12k_0.001 - [INFO] - [E:97| 700]: Train Loss:0.0009638, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:31:21,334 - wikidata12k_0.001 - [INFO] - [E:97| 800]: Train Loss:0.0009641, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:32:25,652 - wikidata12k_0.001 - [INFO] - [E:97| 900]: Train Loss:0.00096409, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:33:29,946 - wikidata12k_0.001 - [INFO] - [E:97| 1000]: Train Loss:0.00096404, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:34:34,143 - wikidata12k_0.001 - [INFO] - [E:97| 1100]: Train Loss:0.00096402, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:35:38,337 - wikidata12k_0.001 - [INFO] - [E:97| 1200]: Train Loss:0.00096445, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:36:42,590 - wikidata12k_0.001 - [INFO] - [E:97| 1300]: Train Loss:0.0009645, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:37:46,767 - wikidata12k_0.001 - [INFO] - [E:97| 1400]: Train Loss:0.00096486, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:38:51,085 - wikidata12k_0.001 - [INFO] - [E:97| 1500]: Train Loss:0.0009651, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:39:55,306 - wikidata12k_0.001 - [INFO] - [E:97| 1600]: Train Loss:0.00096552, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:40:37,262 - wikidata12k_0.001 - [INFO] - [Epoch:97]: Training Loss:0.0009656 + +2023-05-28 11:40:37,484 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 11:40:59,266 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 11:41:11,861 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 11:41:33,770 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 11:41:46,235 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.48297, Head : 0.33239, Avg : 0.40768 + +2023-05-28 11:41:46,235 - wikidata12k_0.001 - [INFO] - [Epoch 97]: Training Loss: 0.00096563, Valid MRR: 0.41398, + + + +2023-05-28 11:41:46,895 - wikidata12k_0.001 - [INFO] - [E:98| 0]: Train Loss:0.00096162, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:42:51,104 - wikidata12k_0.001 - [INFO] - [E:98| 100]: Train Loss:0.0009599, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:43:55,266 - wikidata12k_0.001 - [INFO] - [E:98| 200]: Train Loss:0.00096268, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:44:59,357 - wikidata12k_0.001 - [INFO] - [E:98| 300]: Train Loss:0.00096222, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:46:03,551 - wikidata12k_0.001 - [INFO] - [E:98| 400]: Train Loss:0.00096234, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:47:07,741 - wikidata12k_0.001 - [INFO] - [E:98| 500]: Train Loss:0.00096303, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:48:11,960 - wikidata12k_0.001 - [INFO] - [E:98| 600]: Train Loss:0.00096318, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:49:16,058 - wikidata12k_0.001 - [INFO] - [E:98| 700]: Train Loss:0.00096313, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:50:20,293 - wikidata12k_0.001 - [INFO] - [E:98| 800]: Train Loss:0.00096347, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:51:24,506 - wikidata12k_0.001 - [INFO] - [E:98| 900]: Train Loss:0.00096392, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:52:28,784 - wikidata12k_0.001 - [INFO] - [E:98| 1000]: Train Loss:0.00096428, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:53:32,907 - wikidata12k_0.001 - [INFO] - [E:98| 1100]: Train Loss:0.00096414, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:54:37,071 - wikidata12k_0.001 - [INFO] - [E:98| 1200]: Train Loss:0.00096464, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:55:41,229 - wikidata12k_0.001 - [INFO] - [E:98| 1300]: Train Loss:0.00096487, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:56:45,338 - wikidata12k_0.001 - [INFO] - [E:98| 1400]: Train Loss:0.00096515, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:57:49,551 - wikidata12k_0.001 - [INFO] - [E:98| 1500]: Train Loss:0.00096509, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:58:53,710 - wikidata12k_0.001 - [INFO] - [E:98| 1600]: Train Loss:0.00096529, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 11:59:35,702 - wikidata12k_0.001 - [INFO] - [Epoch:98]: Training Loss:0.0009653 + +2023-05-28 11:59:35,924 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 11:59:57,676 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 12:00:10,262 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 12:00:32,176 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 12:00:44,656 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.47248, Head : 0.31959, Avg : 0.39604 + +2023-05-28 12:00:44,656 - wikidata12k_0.001 - [INFO] - [Epoch 98]: Training Loss: 0.00096527, Valid MRR: 0.41398, + + + +2023-05-28 12:00:45,314 - wikidata12k_0.001 - [INFO] - [E:99| 0]: Train Loss:0.00095382, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:01:49,542 - wikidata12k_0.001 - [INFO] - [E:99| 100]: Train Loss:0.00097078, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:02:53,660 - wikidata12k_0.001 - [INFO] - [E:99| 200]: Train Loss:0.00096587, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:03:57,813 - wikidata12k_0.001 - [INFO] - [E:99| 300]: Train Loss:0.00096657, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:05:01,946 - wikidata12k_0.001 - [INFO] - [E:99| 400]: Train Loss:0.00096678, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:06:06,120 - wikidata12k_0.001 - [INFO] - [E:99| 500]: Train Loss:0.00096545, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:07:10,275 - wikidata12k_0.001 - [INFO] - [E:99| 600]: Train Loss:0.00096594, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:08:14,432 - wikidata12k_0.001 - [INFO] - [E:99| 700]: Train Loss:0.00096567, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:09:18,565 - wikidata12k_0.001 - [INFO] - [E:99| 800]: Train Loss:0.00096601, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:10:23,016 - wikidata12k_0.001 - [INFO] - [E:99| 900]: Train Loss:0.00096576, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:11:27,482 - wikidata12k_0.001 - [INFO] - [E:99| 1000]: Train Loss:0.00096579, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:12:32,046 - wikidata12k_0.001 - [INFO] - [E:99| 1100]: Train Loss:0.00096552, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:13:36,269 - wikidata12k_0.001 - [INFO] - [E:99| 1200]: Train Loss:0.00096563, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:14:40,427 - wikidata12k_0.001 - [INFO] - [E:99| 1300]: Train Loss:0.00096569, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:15:44,657 - wikidata12k_0.001 - [INFO] - [E:99| 1400]: Train Loss:0.00096544, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:16:48,875 - wikidata12k_0.001 - [INFO] - [E:99| 1500]: Train Loss:0.00096548, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:17:53,116 - wikidata12k_0.001 - [INFO] - [E:99| 1600]: Train Loss:0.00096544, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:18:35,198 - wikidata12k_0.001 - [INFO] - [Epoch:99]: Training Loss:0.0009653 + +2023-05-28 12:18:35,420 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 12:18:57,195 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 12:19:09,785 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 12:19:31,787 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 12:19:44,256 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.46763, Head : 0.30163, Avg : 0.38463 + MR: Tail : 923.79, Head : 1063.1, Avg : 993.46 + Hit-1: Tail : 0.37851, Head : 0.19265, Avg : 0.28558 + Hit-3: Tail : 0.52182, Head : 0.36382, Avg : 0.44282 + Hit-10: Tail : 0.62658, Head : 0.49634, Avg : 0.56146 +2023-05-28 12:19:44,256 - wikidata12k_0.001 - [INFO] - [Epoch 99]: Training Loss: 0.00096532, Valid MRR: 0.41398, + + + +2023-05-28 12:19:44,913 - wikidata12k_0.001 - [INFO] - [E:100| 0]: Train Loss:0.00097236, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:20:49,105 - wikidata12k_0.001 - [INFO] - [E:100| 100]: Train Loss:0.00096779, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:21:53,302 - wikidata12k_0.001 - [INFO] - [E:100| 200]: Train Loss:0.00096622, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:22:57,466 - wikidata12k_0.001 - [INFO] - [E:100| 300]: Train Loss:0.0009661, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:24:01,690 - wikidata12k_0.001 - [INFO] - [E:100| 400]: Train Loss:0.00096607, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:25:05,967 - wikidata12k_0.001 - [INFO] - [E:100| 500]: Train Loss:0.00096565, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:26:10,127 - wikidata12k_0.001 - [INFO] - [E:100| 600]: Train Loss:0.00096576, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:27:14,314 - wikidata12k_0.001 - [INFO] - [E:100| 700]: Train Loss:0.00096574, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:28:18,450 - wikidata12k_0.001 - [INFO] - [E:100| 800]: Train Loss:0.00096566, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:29:22,713 - wikidata12k_0.001 - [INFO] - [E:100| 900]: Train Loss:0.00096518, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:30:26,973 - wikidata12k_0.001 - [INFO] - [E:100| 1000]: Train Loss:0.00096512, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:31:31,139 - wikidata12k_0.001 - [INFO] - [E:100| 1100]: Train Loss:0.00096558, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:32:35,345 - wikidata12k_0.001 - [INFO] - [E:100| 1200]: Train Loss:0.00096531, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:33:39,521 - wikidata12k_0.001 - [INFO] - [E:100| 1300]: Train Loss:0.00096525, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:34:43,724 - wikidata12k_0.001 - [INFO] - [E:100| 1400]: Train Loss:0.00096497, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:35:47,943 - wikidata12k_0.001 - [INFO] - [E:100| 1500]: Train Loss:0.00096475, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:36:52,091 - wikidata12k_0.001 - [INFO] - [E:100| 1600]: Train Loss:0.00096479, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:37:34,112 - wikidata12k_0.001 - [INFO] - [Epoch:100]: Training Loss:0.0009648 + +2023-05-28 12:37:34,333 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 12:37:56,081 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 12:38:08,656 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 12:38:30,536 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 12:38:43,000 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.47573, Head : 0.31824, Avg : 0.39698 + +2023-05-28 12:38:43,000 - wikidata12k_0.001 - [INFO] - [Epoch 100]: Training Loss: 0.00096483, Valid MRR: 0.41398, + + + +2023-05-28 12:38:43,660 - wikidata12k_0.001 - [INFO] - [E:101| 0]: Train Loss:0.00095789, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:39:47,862 - wikidata12k_0.001 - [INFO] - [E:101| 100]: Train Loss:0.00096426, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:40:51,983 - wikidata12k_0.001 - [INFO] - [E:101| 200]: Train Loss:0.00096391, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:41:56,186 - wikidata12k_0.001 - [INFO] - [E:101| 300]: Train Loss:0.00096433, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:43:00,381 - wikidata12k_0.001 - [INFO] - [E:101| 400]: Train Loss:0.00096374, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:44:04,649 - wikidata12k_0.001 - [INFO] - [E:101| 500]: Train Loss:0.00096378, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:45:08,800 - wikidata12k_0.001 - [INFO] - [E:101| 600]: Train Loss:0.00096437, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:46:13,059 - wikidata12k_0.001 - [INFO] - [E:101| 700]: Train Loss:0.00096379, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:47:17,248 - wikidata12k_0.001 - [INFO] - [E:101| 800]: Train Loss:0.00096361, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:48:21,402 - wikidata12k_0.001 - [INFO] - [E:101| 900]: Train Loss:0.00096334, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:49:25,715 - wikidata12k_0.001 - [INFO] - [E:101| 1000]: Train Loss:0.00096344, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:50:30,022 - wikidata12k_0.001 - [INFO] - [E:101| 1100]: Train Loss:0.00096415, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:51:34,307 - wikidata12k_0.001 - [INFO] - [E:101| 1200]: Train Loss:0.00096442, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:52:38,501 - wikidata12k_0.001 - [INFO] - [E:101| 1300]: Train Loss:0.00096455, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:53:42,664 - wikidata12k_0.001 - [INFO] - [E:101| 1400]: Train Loss:0.00096479, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:54:46,836 - wikidata12k_0.001 - [INFO] - [E:101| 1500]: Train Loss:0.00096462, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:55:51,187 - wikidata12k_0.001 - [INFO] - [E:101| 1600]: Train Loss:0.00096483, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:56:33,138 - wikidata12k_0.001 - [INFO] - [Epoch:101]: Training Loss:0.0009647 + +2023-05-28 12:56:33,358 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 12:56:55,128 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 12:57:07,718 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 12:57:29,634 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 12:57:42,169 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.47975, Head : 0.31997, Avg : 0.39986 + +2023-05-28 12:57:42,169 - wikidata12k_0.001 - [INFO] - [Epoch 101]: Training Loss: 0.00096468, Valid MRR: 0.41398, + + + +2023-05-28 12:57:42,827 - wikidata12k_0.001 - [INFO] - [E:102| 0]: Train Loss:0.00098844, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:58:47,029 - wikidata12k_0.001 - [INFO] - [E:102| 100]: Train Loss:0.00096441, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 12:59:52,070 - wikidata12k_0.001 - [INFO] - [E:102| 200]: Train Loss:0.00096295, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:00:56,377 - wikidata12k_0.001 - [INFO] - [E:102| 300]: Train Loss:0.00096445, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:02:00,550 - wikidata12k_0.001 - [INFO] - [E:102| 400]: Train Loss:0.00096423, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:03:04,757 - wikidata12k_0.001 - [INFO] - [E:102| 500]: Train Loss:0.00096456, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:04:09,557 - wikidata12k_0.001 - [INFO] - [E:102| 600]: Train Loss:0.00096435, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:05:13,806 - wikidata12k_0.001 - [INFO] - [E:102| 700]: Train Loss:0.00096362, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:06:17,903 - wikidata12k_0.001 - [INFO] - [E:102| 800]: Train Loss:0.00096349, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:07:22,095 - wikidata12k_0.001 - [INFO] - [E:102| 900]: Train Loss:0.00096347, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:08:26,284 - wikidata12k_0.001 - [INFO] - [E:102| 1000]: Train Loss:0.00096404, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:09:30,525 - wikidata12k_0.001 - [INFO] - [E:102| 1100]: Train Loss:0.00096441, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:10:34,705 - wikidata12k_0.001 - [INFO] - [E:102| 1200]: Train Loss:0.0009646, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:11:39,001 - wikidata12k_0.001 - [INFO] - [E:102| 1300]: Train Loss:0.00096485, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:12:43,215 - wikidata12k_0.001 - [INFO] - [E:102| 1400]: Train Loss:0.00096475, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:13:47,400 - wikidata12k_0.001 - [INFO] - [E:102| 1500]: Train Loss:0.00096438, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:14:51,470 - wikidata12k_0.001 - [INFO] - [E:102| 1600]: Train Loss:0.00096432, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:15:33,380 - wikidata12k_0.001 - [INFO] - [Epoch:102]: Training Loss:0.0009642 + +2023-05-28 13:15:33,600 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 13:15:55,381 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 13:16:07,959 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 13:16:29,851 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 13:16:42,304 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.47566, Head : 0.28237, Avg : 0.37902 + +2023-05-28 13:16:42,304 - wikidata12k_0.001 - [INFO] - [Epoch 102]: Training Loss: 0.00096423, Valid MRR: 0.41398, + + + +2023-05-28 13:16:42,970 - wikidata12k_0.001 - [INFO] - [E:103| 0]: Train Loss:0.00094043, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:17:47,149 - wikidata12k_0.001 - [INFO] - [E:103| 100]: Train Loss:0.00096206, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:18:51,311 - wikidata12k_0.001 - [INFO] - [E:103| 200]: Train Loss:0.00096302, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:19:55,444 - wikidata12k_0.001 - [INFO] - [E:103| 300]: Train Loss:0.00096262, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:20:59,638 - wikidata12k_0.001 - [INFO] - [E:103| 400]: Train Loss:0.00096267, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:22:03,812 - wikidata12k_0.001 - [INFO] - [E:103| 500]: Train Loss:0.00096273, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:23:08,065 - wikidata12k_0.001 - [INFO] - [E:103| 600]: Train Loss:0.00096271, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:24:12,293 - wikidata12k_0.001 - [INFO] - [E:103| 700]: Train Loss:0.00096249, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:25:16,544 - wikidata12k_0.001 - [INFO] - [E:103| 800]: Train Loss:0.00096244, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:26:20,726 - wikidata12k_0.001 - [INFO] - [E:103| 900]: Train Loss:0.00096277, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:27:24,911 - wikidata12k_0.001 - [INFO] - [E:103| 1000]: Train Loss:0.00096277, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:28:29,111 - wikidata12k_0.001 - [INFO] - [E:103| 1100]: Train Loss:0.00096299, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:29:33,288 - wikidata12k_0.001 - [INFO] - [E:103| 1200]: Train Loss:0.00096322, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:30:37,467 - wikidata12k_0.001 - [INFO] - [E:103| 1300]: Train Loss:0.00096366, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:31:41,644 - wikidata12k_0.001 - [INFO] - [E:103| 1400]: Train Loss:0.00096379, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:32:45,777 - wikidata12k_0.001 - [INFO] - [E:103| 1500]: Train Loss:0.00096353, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:33:50,007 - wikidata12k_0.001 - [INFO] - [E:103| 1600]: Train Loss:0.00096356, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:34:31,943 - wikidata12k_0.001 - [INFO] - [Epoch:103]: Training Loss:0.0009637 + +2023-05-28 13:34:32,164 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 13:34:53,927 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 13:35:06,510 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 13:35:28,422 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 13:35:40,893 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.47746, Head : 0.30773, Avg : 0.39259 + +2023-05-28 13:35:40,893 - wikidata12k_0.001 - [INFO] - [Epoch 103]: Training Loss: 0.00096368, Valid MRR: 0.41398, + + + +2023-05-28 13:35:41,550 - wikidata12k_0.001 - [INFO] - [E:104| 0]: Train Loss:0.00095668, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:36:45,801 - wikidata12k_0.001 - [INFO] - [E:104| 100]: Train Loss:0.00095932, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:37:49,993 - wikidata12k_0.001 - [INFO] - [E:104| 200]: Train Loss:0.0009608, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:38:54,182 - wikidata12k_0.001 - [INFO] - [E:104| 300]: Train Loss:0.00096379, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:39:58,300 - wikidata12k_0.001 - [INFO] - [E:104| 400]: Train Loss:0.00096377, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:41:02,524 - wikidata12k_0.001 - [INFO] - [E:104| 500]: Train Loss:0.00096407, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:42:06,659 - wikidata12k_0.001 - [INFO] - [E:104| 600]: Train Loss:0.00096411, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:43:10,909 - wikidata12k_0.001 - [INFO] - [E:104| 700]: Train Loss:0.0009641, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:44:15,127 - wikidata12k_0.001 - [INFO] - [E:104| 800]: Train Loss:0.00096369, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:45:19,329 - wikidata12k_0.001 - [INFO] - [E:104| 900]: Train Loss:0.00096353, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:46:23,445 - wikidata12k_0.001 - [INFO] - [E:104| 1000]: Train Loss:0.00096377, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:47:27,628 - wikidata12k_0.001 - [INFO] - [E:104| 1100]: Train Loss:0.00096386, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:48:31,800 - wikidata12k_0.001 - [INFO] - [E:104| 1200]: Train Loss:0.00096381, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:49:36,047 - wikidata12k_0.001 - [INFO] - [E:104| 1300]: Train Loss:0.00096385, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:50:40,224 - wikidata12k_0.001 - [INFO] - [E:104| 1400]: Train Loss:0.00096394, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:51:44,482 - wikidata12k_0.001 - [INFO] - [E:104| 1500]: Train Loss:0.00096398, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:52:48,610 - wikidata12k_0.001 - [INFO] - [E:104| 1600]: Train Loss:0.00096388, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:53:30,519 - wikidata12k_0.001 - [INFO] - [Epoch:104]: Training Loss:0.0009637 + +2023-05-28 13:53:30,739 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 13:53:52,526 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 13:54:05,103 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 13:54:26,999 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 13:54:39,452 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.47729, Head : 0.33103, Avg : 0.40416 + +2023-05-28 13:54:39,452 - wikidata12k_0.001 - [INFO] - [Epoch 104]: Training Loss: 0.00096371, Valid MRR: 0.41398, + + + +2023-05-28 13:54:40,107 - wikidata12k_0.001 - [INFO] - [E:105| 0]: Train Loss:0.00096698, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:55:44,260 - wikidata12k_0.001 - [INFO] - [E:105| 100]: Train Loss:0.00096501, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:56:48,469 - wikidata12k_0.001 - [INFO] - [E:105| 200]: Train Loss:0.00096327, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:57:52,654 - wikidata12k_0.001 - [INFO] - [E:105| 300]: Train Loss:0.00096503, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 13:58:56,902 - wikidata12k_0.001 - [INFO] - [E:105| 400]: Train Loss:0.0009644, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:00:01,108 - wikidata12k_0.001 - [INFO] - [E:105| 500]: Train Loss:0.00096382, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:01:05,315 - wikidata12k_0.001 - [INFO] - [E:105| 600]: Train Loss:0.00096392, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:02:09,551 - wikidata12k_0.001 - [INFO] - [E:105| 700]: Train Loss:0.00096373, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:03:13,831 - wikidata12k_0.001 - [INFO] - [E:105| 800]: Train Loss:0.00096388, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:04:18,067 - wikidata12k_0.001 - [INFO] - [E:105| 900]: Train Loss:0.00096381, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:05:22,357 - wikidata12k_0.001 - [INFO] - [E:105| 1000]: Train Loss:0.00096369, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:06:26,574 - wikidata12k_0.001 - [INFO] - [E:105| 1100]: Train Loss:0.00096329, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:07:30,807 - wikidata12k_0.001 - [INFO] - [E:105| 1200]: Train Loss:0.00096334, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:08:34,995 - wikidata12k_0.001 - [INFO] - [E:105| 1300]: Train Loss:0.00096341, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:09:39,269 - wikidata12k_0.001 - [INFO] - [E:105| 1400]: Train Loss:0.00096307, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:10:43,439 - wikidata12k_0.001 - [INFO] - [E:105| 1500]: Train Loss:0.00096332, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:11:47,651 - wikidata12k_0.001 - [INFO] - [E:105| 1600]: Train Loss:0.00096351, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:12:29,557 - wikidata12k_0.001 - [INFO] - [Epoch:105]: Training Loss:0.0009634 + +2023-05-28 14:12:29,777 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 14:12:51,538 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 14:13:04,118 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 14:13:26,006 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 14:13:38,458 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.46752, Head : 0.30338, Avg : 0.38545 + +2023-05-28 14:13:38,458 - wikidata12k_0.001 - [INFO] - [Epoch 105]: Training Loss: 0.00096343, Valid MRR: 0.41398, + + + +2023-05-28 14:13:39,113 - wikidata12k_0.001 - [INFO] - [E:106| 0]: Train Loss:0.00093572, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:14:43,371 - wikidata12k_0.001 - [INFO] - [E:106| 100]: Train Loss:0.00095931, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:15:47,548 - wikidata12k_0.001 - [INFO] - [E:106| 200]: Train Loss:0.00096171, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:16:51,739 - wikidata12k_0.001 - [INFO] - [E:106| 300]: Train Loss:0.00096214, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:17:55,878 - wikidata12k_0.001 - [INFO] - [E:106| 400]: Train Loss:0.00096337, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:19:00,146 - wikidata12k_0.001 - [INFO] - [E:106| 500]: Train Loss:0.00096327, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:20:04,294 - wikidata12k_0.001 - [INFO] - [E:106| 600]: Train Loss:0.00096294, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:21:08,511 - wikidata12k_0.001 - [INFO] - [E:106| 700]: Train Loss:0.00096297, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:22:12,659 - wikidata12k_0.001 - [INFO] - [E:106| 800]: Train Loss:0.00096333, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:23:16,914 - wikidata12k_0.001 - [INFO] - [E:106| 900]: Train Loss:0.00096347, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:24:21,044 - wikidata12k_0.001 - [INFO] - [E:106| 1000]: Train Loss:0.00096357, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:25:25,213 - wikidata12k_0.001 - [INFO] - [E:106| 1100]: Train Loss:0.00096342, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:26:29,419 - wikidata12k_0.001 - [INFO] - [E:106| 1200]: Train Loss:0.00096347, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:27:33,599 - wikidata12k_0.001 - [INFO] - [E:106| 1300]: Train Loss:0.00096359, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:28:37,721 - wikidata12k_0.001 - [INFO] - [E:106| 1400]: Train Loss:0.00096399, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:29:41,979 - wikidata12k_0.001 - [INFO] - [E:106| 1500]: Train Loss:0.00096385, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:30:46,171 - wikidata12k_0.001 - [INFO] - [E:106| 1600]: Train Loss:0.00096371, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:31:28,098 - wikidata12k_0.001 - [INFO] - [Epoch:106]: Training Loss:0.0009636 + +2023-05-28 14:31:28,319 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 14:31:50,136 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 14:32:02,721 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 14:32:24,626 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 14:32:37,127 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.47448, Head : 0.34773, Avg : 0.4111 + +2023-05-28 14:32:37,127 - wikidata12k_0.001 - [INFO] - [Epoch 106]: Training Loss: 0.00096361, Valid MRR: 0.41398, + + + +2023-05-28 14:32:37,782 - wikidata12k_0.001 - [INFO] - [E:107| 0]: Train Loss:0.00098474, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:33:41,904 - wikidata12k_0.001 - [INFO] - [E:107| 100]: Train Loss:0.00096601, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:34:46,071 - wikidata12k_0.001 - [INFO] - [E:107| 200]: Train Loss:0.00096627, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:35:50,240 - wikidata12k_0.001 - [INFO] - [E:107| 300]: Train Loss:0.00096399, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:36:54,433 - wikidata12k_0.001 - [INFO] - [E:107| 400]: Train Loss:0.00096362, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:37:58,600 - wikidata12k_0.001 - [INFO] - [E:107| 500]: Train Loss:0.00096385, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:39:02,849 - wikidata12k_0.001 - [INFO] - [E:107| 600]: Train Loss:0.00096345, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:40:06,996 - wikidata12k_0.001 - [INFO] - [E:107| 700]: Train Loss:0.0009631, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:41:11,176 - wikidata12k_0.001 - [INFO] - [E:107| 800]: Train Loss:0.00096254, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:42:15,412 - wikidata12k_0.001 - [INFO] - [E:107| 900]: Train Loss:0.00096254, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:43:19,654 - wikidata12k_0.001 - [INFO] - [E:107| 1000]: Train Loss:0.00096282, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:44:23,832 - wikidata12k_0.001 - [INFO] - [E:107| 1100]: Train Loss:0.00096257, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:45:28,002 - wikidata12k_0.001 - [INFO] - [E:107| 1200]: Train Loss:0.00096241, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:46:32,142 - wikidata12k_0.001 - [INFO] - [E:107| 1300]: Train Loss:0.00096243, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:47:36,278 - wikidata12k_0.001 - [INFO] - [E:107| 1400]: Train Loss:0.00096254, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:48:40,451 - wikidata12k_0.001 - [INFO] - [E:107| 1500]: Train Loss:0.0009624, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:49:44,640 - wikidata12k_0.001 - [INFO] - [E:107| 1600]: Train Loss:0.00096277, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:50:26,617 - wikidata12k_0.001 - [INFO] - [Epoch:107]: Training Loss:0.0009627 + +2023-05-28 14:50:26,837 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 14:50:48,571 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 14:51:01,153 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 14:51:23,040 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 14:51:35,481 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.47822, Head : 0.33851, Avg : 0.40837 + +2023-05-28 14:51:35,482 - wikidata12k_0.001 - [INFO] - [Epoch 107]: Training Loss: 0.00096268, Valid MRR: 0.41398, + + + +2023-05-28 14:51:36,137 - wikidata12k_0.001 - [INFO] - [E:108| 0]: Train Loss:0.00093982, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:52:40,348 - wikidata12k_0.001 - [INFO] - [E:108| 100]: Train Loss:0.00096149, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:53:44,598 - wikidata12k_0.001 - [INFO] - [E:108| 200]: Train Loss:0.00095951, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:54:48,844 - wikidata12k_0.001 - [INFO] - [E:108| 300]: Train Loss:0.00095891, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:55:53,032 - wikidata12k_0.001 - [INFO] - [E:108| 400]: Train Loss:0.0009597, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:56:57,256 - wikidata12k_0.001 - [INFO] - [E:108| 500]: Train Loss:0.00096103, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:58:01,445 - wikidata12k_0.001 - [INFO] - [E:108| 600]: Train Loss:0.000961, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 14:59:05,629 - wikidata12k_0.001 - [INFO] - [E:108| 700]: Train Loss:0.00096111, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:00:09,714 - wikidata12k_0.001 - [INFO] - [E:108| 800]: Train Loss:0.0009611, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:01:13,972 - wikidata12k_0.001 - [INFO] - [E:108| 900]: Train Loss:0.00096096, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:02:18,155 - wikidata12k_0.001 - [INFO] - [E:108| 1000]: Train Loss:0.00096144, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:03:22,326 - wikidata12k_0.001 - [INFO] - [E:108| 1100]: Train Loss:0.00096158, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:04:26,478 - wikidata12k_0.001 - [INFO] - [E:108| 1200]: Train Loss:0.00096141, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:05:30,678 - wikidata12k_0.001 - [INFO] - [E:108| 1300]: Train Loss:0.00096143, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:06:34,877 - wikidata12k_0.001 - [INFO] - [E:108| 1400]: Train Loss:0.00096158, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:07:39,054 - wikidata12k_0.001 - [INFO] - [E:108| 1500]: Train Loss:0.00096203, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:08:43,196 - wikidata12k_0.001 - [INFO] - [E:108| 1600]: Train Loss:0.00096208, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:09:25,163 - wikidata12k_0.001 - [INFO] - [Epoch:108]: Training Loss:0.0009623 + +2023-05-28 15:09:25,383 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 15:09:47,162 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 15:09:59,789 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 15:10:21,683 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 15:10:34,159 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.47272, Head : 0.25642, Avg : 0.36457 + +2023-05-28 15:10:34,159 - wikidata12k_0.001 - [INFO] - [Epoch 108]: Training Loss: 0.00096229, Valid MRR: 0.41398, + + + +2023-05-28 15:10:34,813 - wikidata12k_0.001 - [INFO] - [E:109| 0]: Train Loss:0.00095603, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:11:38,947 - wikidata12k_0.001 - [INFO] - [E:109| 100]: Train Loss:0.00096264, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:12:43,137 - wikidata12k_0.001 - [INFO] - [E:109| 200]: Train Loss:0.000963, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:13:47,266 - wikidata12k_0.001 - [INFO] - [E:109| 300]: Train Loss:0.0009606, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:14:51,489 - wikidata12k_0.001 - [INFO] - [E:109| 400]: Train Loss:0.00096147, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:15:55,590 - wikidata12k_0.001 - [INFO] - [E:109| 500]: Train Loss:0.00096089, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:16:59,772 - wikidata12k_0.001 - [INFO] - [E:109| 600]: Train Loss:0.00096146, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:18:04,018 - wikidata12k_0.001 - [INFO] - [E:109| 700]: Train Loss:0.00096097, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:19:08,252 - wikidata12k_0.001 - [INFO] - [E:109| 800]: Train Loss:0.00096112, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:20:12,464 - wikidata12k_0.001 - [INFO] - [E:109| 900]: Train Loss:0.00096145, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:21:16,723 - wikidata12k_0.001 - [INFO] - [E:109| 1000]: Train Loss:0.00096151, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:22:20,938 - wikidata12k_0.001 - [INFO] - [E:109| 1100]: Train Loss:0.00096209, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:23:25,188 - wikidata12k_0.001 - [INFO] - [E:109| 1200]: Train Loss:0.0009619, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:24:29,330 - wikidata12k_0.001 - [INFO] - [E:109| 1300]: Train Loss:0.000962, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:25:33,513 - wikidata12k_0.001 - [INFO] - [E:109| 1400]: Train Loss:0.00096239, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:26:37,705 - wikidata12k_0.001 - [INFO] - [E:109| 1500]: Train Loss:0.00096239, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:27:41,907 - wikidata12k_0.001 - [INFO] - [E:109| 1600]: Train Loss:0.0009624, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:28:23,851 - wikidata12k_0.001 - [INFO] - [Epoch:109]: Training Loss:0.0009622 + +2023-05-28 15:28:24,071 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 15:28:45,806 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 15:28:58,405 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 15:29:20,321 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 15:29:32,775 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.47827, Head : 0.30318, Avg : 0.39072 + MR: Tail : 923.71, Head : 1019.3, Avg : 971.49 + Hit-1: Tail : 0.39272, Head : 0.20942, Avg : 0.30107 + Hit-3: Tail : 0.53251, Head : 0.33675, Avg : 0.43463 + Hit-10: Tail : 0.62787, Head : 0.4907, Avg : 0.55928 +2023-05-28 15:29:32,775 - wikidata12k_0.001 - [INFO] - [Epoch 109]: Training Loss: 0.00096224, Valid MRR: 0.41398, + + + +2023-05-28 15:29:33,432 - wikidata12k_0.001 - [INFO] - [E:110| 0]: Train Loss:0.00095018, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:30:37,605 - wikidata12k_0.001 - [INFO] - [E:110| 100]: Train Loss:0.00095893, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:31:41,799 - wikidata12k_0.001 - [INFO] - [E:110| 200]: Train Loss:0.00095916, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:32:46,077 - wikidata12k_0.001 - [INFO] - [E:110| 300]: Train Loss:0.00096098, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:33:50,253 - wikidata12k_0.001 - [INFO] - [E:110| 400]: Train Loss:0.00096219, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:34:54,437 - wikidata12k_0.001 - [INFO] - [E:110| 500]: Train Loss:0.00096241, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:35:58,603 - wikidata12k_0.001 - [INFO] - [E:110| 600]: Train Loss:0.00096219, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:37:02,814 - wikidata12k_0.001 - [INFO] - [E:110| 700]: Train Loss:0.00096198, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:38:06,981 - wikidata12k_0.001 - [INFO] - [E:110| 800]: Train Loss:0.0009619, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:39:11,203 - wikidata12k_0.001 - [INFO] - [E:110| 900]: Train Loss:0.00096188, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:40:15,292 - wikidata12k_0.001 - [INFO] - [E:110| 1000]: Train Loss:0.00096187, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:41:19,492 - wikidata12k_0.001 - [INFO] - [E:110| 1100]: Train Loss:0.00096172, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:42:23,680 - wikidata12k_0.001 - [INFO] - [E:110| 1200]: Train Loss:0.00096187, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:43:27,827 - wikidata12k_0.001 - [INFO] - [E:110| 1300]: Train Loss:0.00096176, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:44:32,002 - wikidata12k_0.001 - [INFO] - [E:110| 1400]: Train Loss:0.0009617, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:45:36,232 - wikidata12k_0.001 - [INFO] - [E:110| 1500]: Train Loss:0.00096192, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:46:40,367 - wikidata12k_0.001 - [INFO] - [E:110| 1600]: Train Loss:0.00096185, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:47:22,296 - wikidata12k_0.001 - [INFO] - [Epoch:110]: Training Loss:0.0009619 + +2023-05-28 15:47:22,516 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 15:47:44,264 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 15:47:56,898 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 15:48:18,795 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 15:48:31,253 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.47, Head : 0.32349, Avg : 0.39675 + +2023-05-28 15:48:31,253 - wikidata12k_0.001 - [INFO] - [Epoch 110]: Training Loss: 0.00096191, Valid MRR: 0.41398, + + + +2023-05-28 15:48:31,909 - wikidata12k_0.001 - [INFO] - [E:111| 0]: Train Loss:0.00097129, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:49:36,044 - wikidata12k_0.001 - [INFO] - [E:111| 100]: Train Loss:0.00096185, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:50:40,205 - wikidata12k_0.001 - [INFO] - [E:111| 200]: Train Loss:0.00095978, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:51:44,379 - wikidata12k_0.001 - [INFO] - [E:111| 300]: Train Loss:0.00095977, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:52:48,604 - wikidata12k_0.001 - [INFO] - [E:111| 400]: Train Loss:0.00096094, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:53:52,739 - wikidata12k_0.001 - [INFO] - [E:111| 500]: Train Loss:0.00096068, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:54:57,085 - wikidata12k_0.001 - [INFO] - [E:111| 600]: Train Loss:0.00096035, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:56:01,287 - wikidata12k_0.001 - [INFO] - [E:111| 700]: Train Loss:0.00096042, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:57:05,599 - wikidata12k_0.001 - [INFO] - [E:111| 800]: Train Loss:0.00096066, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:58:09,767 - wikidata12k_0.001 - [INFO] - [E:111| 900]: Train Loss:0.00096088, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 15:59:14,167 - wikidata12k_0.001 - [INFO] - [E:111| 1000]: Train Loss:0.000961, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:00:18,407 - wikidata12k_0.001 - [INFO] - [E:111| 1100]: Train Loss:0.00096125, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:01:22,730 - wikidata12k_0.001 - [INFO] - [E:111| 1200]: Train Loss:0.00096139, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:02:27,037 - wikidata12k_0.001 - [INFO] - [E:111| 1300]: Train Loss:0.00096136, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:03:31,305 - wikidata12k_0.001 - [INFO] - [E:111| 1400]: Train Loss:0.00096144, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:04:35,635 - wikidata12k_0.001 - [INFO] - [E:111| 1500]: Train Loss:0.00096169, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:05:39,896 - wikidata12k_0.001 - [INFO] - [E:111| 1600]: Train Loss:0.00096179, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:06:22,050 - wikidata12k_0.001 - [INFO] - [Epoch:111]: Training Loss:0.0009617 + +2023-05-28 16:06:22,270 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 16:06:44,052 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 16:06:56,689 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 16:07:18,663 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 16:07:31,158 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.47259, Head : 0.27285, Avg : 0.37272 + +2023-05-28 16:07:31,159 - wikidata12k_0.001 - [INFO] - [Epoch 111]: Training Loss: 0.00096165, Valid MRR: 0.41398, + + + +2023-05-28 16:07:31,814 - wikidata12k_0.001 - [INFO] - [E:112| 0]: Train Loss:0.00098081, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:08:36,478 - wikidata12k_0.001 - [INFO] - [E:112| 100]: Train Loss:0.00095926, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:09:40,786 - wikidata12k_0.001 - [INFO] - [E:112| 200]: Train Loss:0.00096115, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:10:44,996 - wikidata12k_0.001 - [INFO] - [E:112| 300]: Train Loss:0.00096173, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:11:49,283 - wikidata12k_0.001 - [INFO] - [E:112| 400]: Train Loss:0.00096096, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:12:53,494 - wikidata12k_0.001 - [INFO] - [E:112| 500]: Train Loss:0.00096056, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:13:57,679 - wikidata12k_0.001 - [INFO] - [E:112| 600]: Train Loss:0.00096053, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:15:01,912 - wikidata12k_0.001 - [INFO] - [E:112| 700]: Train Loss:0.00096109, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:16:06,114 - wikidata12k_0.001 - [INFO] - [E:112| 800]: Train Loss:0.00096119, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:17:10,337 - wikidata12k_0.001 - [INFO] - [E:112| 900]: Train Loss:0.00096159, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:18:14,592 - wikidata12k_0.001 - [INFO] - [E:112| 1000]: Train Loss:0.00096147, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:19:18,777 - wikidata12k_0.001 - [INFO] - [E:112| 1100]: Train Loss:0.00096126, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:20:22,909 - wikidata12k_0.001 - [INFO] - [E:112| 1200]: Train Loss:0.00096095, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:21:27,191 - wikidata12k_0.001 - [INFO] - [E:112| 1300]: Train Loss:0.00096102, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:22:31,429 - wikidata12k_0.001 - [INFO] - [E:112| 1400]: Train Loss:0.00096142, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:23:35,703 - wikidata12k_0.001 - [INFO] - [E:112| 1500]: Train Loss:0.00096139, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:24:39,985 - wikidata12k_0.001 - [INFO] - [E:112| 1600]: Train Loss:0.00096152, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:25:21,988 - wikidata12k_0.001 - [INFO] - [Epoch:112]: Training Loss:0.0009615 + +2023-05-28 16:25:22,208 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 16:25:43,974 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 16:25:56,602 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 16:26:18,540 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 16:26:31,025 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.48444, Head : 0.27275, Avg : 0.37859 + +2023-05-28 16:26:31,025 - wikidata12k_0.001 - [INFO] - [Epoch 112]: Training Loss: 0.00096147, Valid MRR: 0.41398, + + + +2023-05-28 16:26:31,680 - wikidata12k_0.001 - [INFO] - [E:113| 0]: Train Loss:0.00096383, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:27:35,881 - wikidata12k_0.001 - [INFO] - [E:113| 100]: Train Loss:0.00095962, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:28:40,079 - wikidata12k_0.001 - [INFO] - [E:113| 200]: Train Loss:0.00096104, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:29:44,244 - wikidata12k_0.001 - [INFO] - [E:113| 300]: Train Loss:0.00096059, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:30:48,369 - wikidata12k_0.001 - [INFO] - [E:113| 400]: Train Loss:0.00096058, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:31:52,663 - wikidata12k_0.001 - [INFO] - [E:113| 500]: Train Loss:0.00096084, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:32:56,925 - wikidata12k_0.001 - [INFO] - [E:113| 600]: Train Loss:0.00096116, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:34:01,180 - wikidata12k_0.001 - [INFO] - [E:113| 700]: Train Loss:0.00096155, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:35:05,399 - wikidata12k_0.001 - [INFO] - [E:113| 800]: Train Loss:0.00096143, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:36:09,682 - wikidata12k_0.001 - [INFO] - [E:113| 900]: Train Loss:0.0009609, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:37:13,901 - wikidata12k_0.001 - [INFO] - [E:113| 1000]: Train Loss:0.00096102, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:38:18,103 - wikidata12k_0.001 - [INFO] - [E:113| 1100]: Train Loss:0.00096097, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:39:22,234 - wikidata12k_0.001 - [INFO] - [E:113| 1200]: Train Loss:0.00096149, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:40:26,405 - wikidata12k_0.001 - [INFO] - [E:113| 1300]: Train Loss:0.00096179, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:41:30,730 - wikidata12k_0.001 - [INFO] - [E:113| 1400]: Train Loss:0.0009615, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:42:34,957 - wikidata12k_0.001 - [INFO] - [E:113| 1500]: Train Loss:0.00096126, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:43:39,149 - wikidata12k_0.001 - [INFO] - [E:113| 1600]: Train Loss:0.00096142, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:44:21,103 - wikidata12k_0.001 - [INFO] - [Epoch:113]: Training Loss:0.0009615 + +2023-05-28 16:44:21,324 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 16:44:43,160 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 16:44:55,779 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 16:45:17,726 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 16:45:30,205 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.48678, Head : 0.27876, Avg : 0.38277 + +2023-05-28 16:45:30,205 - wikidata12k_0.001 - [INFO] - [Epoch 113]: Training Loss: 0.00096146, Valid MRR: 0.41398, + + + +2023-05-28 16:45:30,862 - wikidata12k_0.001 - [INFO] - [E:114| 0]: Train Loss:0.00094171, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:46:35,054 - wikidata12k_0.001 - [INFO] - [E:114| 100]: Train Loss:0.00096062, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:47:39,271 - wikidata12k_0.001 - [INFO] - [E:114| 200]: Train Loss:0.00096392, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:48:43,564 - wikidata12k_0.001 - [INFO] - [E:114| 300]: Train Loss:0.00096318, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:49:47,810 - wikidata12k_0.001 - [INFO] - [E:114| 400]: Train Loss:0.00096207, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:50:51,994 - wikidata12k_0.001 - [INFO] - [E:114| 500]: Train Loss:0.00096135, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:51:56,254 - wikidata12k_0.001 - [INFO] - [E:114| 600]: Train Loss:0.00096123, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:53:00,548 - wikidata12k_0.001 - [INFO] - [E:114| 700]: Train Loss:0.00096068, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:54:04,702 - wikidata12k_0.001 - [INFO] - [E:114| 800]: Train Loss:0.00096082, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:55:08,924 - wikidata12k_0.001 - [INFO] - [E:114| 900]: Train Loss:0.00096056, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:56:13,238 - wikidata12k_0.001 - [INFO] - [E:114| 1000]: Train Loss:0.00096039, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:57:17,381 - wikidata12k_0.001 - [INFO] - [E:114| 1100]: Train Loss:0.00096034, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:58:21,581 - wikidata12k_0.001 - [INFO] - [E:114| 1200]: Train Loss:0.00096063, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 16:59:25,762 - wikidata12k_0.001 - [INFO] - [E:114| 1300]: Train Loss:0.0009606, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:00:30,038 - wikidata12k_0.001 - [INFO] - [E:114| 1400]: Train Loss:0.00096086, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:01:34,354 - wikidata12k_0.001 - [INFO] - [E:114| 1500]: Train Loss:0.00096082, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:02:38,599 - wikidata12k_0.001 - [INFO] - [E:114| 1600]: Train Loss:0.0009608, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:03:20,569 - wikidata12k_0.001 - [INFO] - [Epoch:114]: Training Loss:0.0009609 + +2023-05-28 17:03:20,790 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 17:03:42,547 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 17:03:55,159 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 17:04:17,165 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 17:04:29,652 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.48567, Head : 0.27823, Avg : 0.38195 + +2023-05-28 17:04:29,652 - wikidata12k_0.001 - [INFO] - [Epoch 114]: Training Loss: 0.00096087, Valid MRR: 0.41398, + + + +2023-05-28 17:04:30,308 - wikidata12k_0.001 - [INFO] - [E:115| 0]: Train Loss:0.00092473, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:05:34,517 - wikidata12k_0.001 - [INFO] - [E:115| 100]: Train Loss:0.00096022, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:06:38,773 - wikidata12k_0.001 - [INFO] - [E:115| 200]: Train Loss:0.0009598, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:07:43,034 - wikidata12k_0.001 - [INFO] - [E:115| 300]: Train Loss:0.00095918, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:08:47,220 - wikidata12k_0.001 - [INFO] - [E:115| 400]: Train Loss:0.00095953, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:09:51,431 - wikidata12k_0.001 - [INFO] - [E:115| 500]: Train Loss:0.00095998, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:10:55,638 - wikidata12k_0.001 - [INFO] - [E:115| 600]: Train Loss:0.00096017, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:11:59,899 - wikidata12k_0.001 - [INFO] - [E:115| 700]: Train Loss:0.00096036, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:13:04,079 - wikidata12k_0.001 - [INFO] - [E:115| 800]: Train Loss:0.00096042, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:14:08,245 - wikidata12k_0.001 - [INFO] - [E:115| 900]: Train Loss:0.00096019, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:15:12,477 - wikidata12k_0.001 - [INFO] - [E:115| 1000]: Train Loss:0.00096, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:16:16,684 - wikidata12k_0.001 - [INFO] - [E:115| 1100]: Train Loss:0.00096019, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:17:20,867 - wikidata12k_0.001 - [INFO] - [E:115| 1200]: Train Loss:0.00095998, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:18:25,092 - wikidata12k_0.001 - [INFO] - [E:115| 1300]: Train Loss:0.00096024, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:19:29,268 - wikidata12k_0.001 - [INFO] - [E:115| 1400]: Train Loss:0.00096045, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:20:33,444 - wikidata12k_0.001 - [INFO] - [E:115| 1500]: Train Loss:0.00096075, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:21:37,683 - wikidata12k_0.001 - [INFO] - [E:115| 1600]: Train Loss:0.00096121, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:22:19,664 - wikidata12k_0.001 - [INFO] - [Epoch:115]: Training Loss:0.0009612 + +2023-05-28 17:22:19,885 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 17:22:41,658 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 17:22:54,279 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 17:23:16,233 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 17:23:28,712 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.48317, Head : 0.29624, Avg : 0.3897 + +2023-05-28 17:23:28,713 - wikidata12k_0.001 - [INFO] - [Epoch 115]: Training Loss: 0.00096117, Valid MRR: 0.41398, + + + +2023-05-28 17:23:29,372 - wikidata12k_0.001 - [INFO] - [E:116| 0]: Train Loss:0.00096875, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:24:33,706 - wikidata12k_0.001 - [INFO] - [E:116| 100]: Train Loss:0.00096331, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:25:37,913 - wikidata12k_0.001 - [INFO] - [E:116| 200]: Train Loss:0.00096178, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:26:42,122 - wikidata12k_0.001 - [INFO] - [E:116| 300]: Train Loss:0.00096042, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:27:46,328 - wikidata12k_0.001 - [INFO] - [E:116| 400]: Train Loss:0.00095994, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:28:50,566 - wikidata12k_0.001 - [INFO] - [E:116| 500]: Train Loss:0.00095982, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:29:54,773 - wikidata12k_0.001 - [INFO] - [E:116| 600]: Train Loss:0.00096033, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:30:59,033 - wikidata12k_0.001 - [INFO] - [E:116| 700]: Train Loss:0.00096022, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:32:03,168 - wikidata12k_0.001 - [INFO] - [E:116| 800]: Train Loss:0.00096048, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:33:07,431 - wikidata12k_0.001 - [INFO] - [E:116| 900]: Train Loss:0.00096049, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:34:11,764 - wikidata12k_0.001 - [INFO] - [E:116| 1000]: Train Loss:0.00096057, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:35:15,957 - wikidata12k_0.001 - [INFO] - [E:116| 1100]: Train Loss:0.00096059, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:36:20,189 - wikidata12k_0.001 - [INFO] - [E:116| 1200]: Train Loss:0.00096054, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:37:24,544 - wikidata12k_0.001 - [INFO] - [E:116| 1300]: Train Loss:0.00096057, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:38:28,835 - wikidata12k_0.001 - [INFO] - [E:116| 1400]: Train Loss:0.00096071, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:39:32,995 - wikidata12k_0.001 - [INFO] - [E:116| 1500]: Train Loss:0.00096072, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:40:37,314 - wikidata12k_0.001 - [INFO] - [E:116| 1600]: Train Loss:0.0009608, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:41:19,291 - wikidata12k_0.001 - [INFO] - [Epoch:116]: Training Loss:0.0009607 + +2023-05-28 17:41:19,512 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 17:41:41,274 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 17:41:53,871 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 17:42:15,827 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 17:42:28,820 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.48228, Head : 0.27992, Avg : 0.3811 + +2023-05-28 17:42:28,820 - wikidata12k_0.001 - [INFO] - [Epoch 116]: Training Loss: 0.00096069, Valid MRR: 0.41398, + + + +2023-05-28 17:42:29,476 - wikidata12k_0.001 - [INFO] - [E:117| 0]: Train Loss:0.00094319, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:43:43,220 - wikidata12k_0.001 - [INFO] - [E:117| 100]: Train Loss:0.00096177, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:44:47,391 - wikidata12k_0.001 - [INFO] - [E:117| 200]: Train Loss:0.00096088, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:45:51,466 - wikidata12k_0.001 - [INFO] - [E:117| 300]: Train Loss:0.00095972, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:46:55,653 - wikidata12k_0.001 - [INFO] - [E:117| 400]: Train Loss:0.00095924, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:48:00,009 - wikidata12k_0.001 - [INFO] - [E:117| 500]: Train Loss:0.00095932, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:49:04,261 - wikidata12k_0.001 - [INFO] - [E:117| 600]: Train Loss:0.00095929, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:50:08,565 - wikidata12k_0.001 - [INFO] - [E:117| 700]: Train Loss:0.00095955, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:51:12,863 - wikidata12k_0.001 - [INFO] - [E:117| 800]: Train Loss:0.0009593, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:52:17,037 - wikidata12k_0.001 - [INFO] - [E:117| 900]: Train Loss:0.00095967, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:53:21,176 - wikidata12k_0.001 - [INFO] - [E:117| 1000]: Train Loss:0.00095963, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:54:25,410 - wikidata12k_0.001 - [INFO] - [E:117| 1100]: Train Loss:0.00095988, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:55:29,571 - wikidata12k_0.001 - [INFO] - [E:117| 1200]: Train Loss:0.00095992, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:56:33,783 - wikidata12k_0.001 - [INFO] - [E:117| 1300]: Train Loss:0.00095974, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:57:38,064 - wikidata12k_0.001 - [INFO] - [E:117| 1400]: Train Loss:0.00095973, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:58:42,222 - wikidata12k_0.001 - [INFO] - [E:117| 1500]: Train Loss:0.00095973, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 17:59:46,322 - wikidata12k_0.001 - [INFO] - [E:117| 1600]: Train Loss:0.0009599, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:00:28,250 - wikidata12k_0.001 - [INFO] - [Epoch:117]: Training Loss:0.0009602 + +2023-05-28 18:00:28,471 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 18:00:50,261 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 18:01:02,881 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 18:01:24,814 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 18:01:37,292 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.47513, Head : 0.32738, Avg : 0.40125 + +2023-05-28 18:01:37,293 - wikidata12k_0.001 - [INFO] - [Epoch 117]: Training Loss: 0.00096017, Valid MRR: 0.41398, + + + +2023-05-28 18:01:37,950 - wikidata12k_0.001 - [INFO] - [E:118| 0]: Train Loss:0.00095266, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:02:42,139 - wikidata12k_0.001 - [INFO] - [E:118| 100]: Train Loss:0.0009581, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:03:46,358 - wikidata12k_0.001 - [INFO] - [E:118| 200]: Train Loss:0.00096226, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:04:50,551 - wikidata12k_0.001 - [INFO] - [E:118| 300]: Train Loss:0.0009604, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:05:54,734 - wikidata12k_0.001 - [INFO] - [E:118| 400]: Train Loss:0.00095859, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:06:58,900 - wikidata12k_0.001 - [INFO] - [E:118| 500]: Train Loss:0.00095798, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:08:03,257 - wikidata12k_0.001 - [INFO] - [E:118| 600]: Train Loss:0.00095835, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:09:07,483 - wikidata12k_0.001 - [INFO] - [E:118| 700]: Train Loss:0.0009582, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:10:11,765 - wikidata12k_0.001 - [INFO] - [E:118| 800]: Train Loss:0.00095828, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:11:16,023 - wikidata12k_0.001 - [INFO] - [E:118| 900]: Train Loss:0.00095881, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:12:20,163 - wikidata12k_0.001 - [INFO] - [E:118| 1000]: Train Loss:0.00095969, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:13:24,349 - wikidata12k_0.001 - [INFO] - [E:118| 1100]: Train Loss:0.00095994, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:14:28,632 - wikidata12k_0.001 - [INFO] - [E:118| 1200]: Train Loss:0.00096026, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:15:32,731 - wikidata12k_0.001 - [INFO] - [E:118| 1300]: Train Loss:0.00096012, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:16:37,001 - wikidata12k_0.001 - [INFO] - [E:118| 1400]: Train Loss:0.00096041, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:17:41,303 - wikidata12k_0.001 - [INFO] - [E:118| 1500]: Train Loss:0.00096065, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:18:45,576 - wikidata12k_0.001 - [INFO] - [E:118| 1600]: Train Loss:0.00096049, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:19:27,644 - wikidata12k_0.001 - [INFO] - [Epoch:118]: Training Loss:0.0009604 + +2023-05-28 18:19:27,866 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 18:19:49,656 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 18:20:02,280 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 18:20:24,278 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 18:20:36,775 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.48314, Head : 0.2638, Avg : 0.37347 + +2023-05-28 18:20:36,776 - wikidata12k_0.001 - [INFO] - [Epoch 118]: Training Loss: 0.00096037, Valid MRR: 0.41398, + + + +2023-05-28 18:20:37,432 - wikidata12k_0.001 - [INFO] - [E:119| 0]: Train Loss:0.00094722, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:21:41,633 - wikidata12k_0.001 - [INFO] - [E:119| 100]: Train Loss:0.00095255, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:22:45,797 - wikidata12k_0.001 - [INFO] - [E:119| 200]: Train Loss:0.00095571, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:23:50,025 - wikidata12k_0.001 - [INFO] - [E:119| 300]: Train Loss:0.00095648, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:24:54,216 - wikidata12k_0.001 - [INFO] - [E:119| 400]: Train Loss:0.00095809, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:25:58,497 - wikidata12k_0.001 - [INFO] - [E:119| 500]: Train Loss:0.00095739, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:27:02,748 - wikidata12k_0.001 - [INFO] - [E:119| 600]: Train Loss:0.00095721, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:28:06,932 - wikidata12k_0.001 - [INFO] - [E:119| 700]: Train Loss:0.00095741, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:29:11,094 - wikidata12k_0.001 - [INFO] - [E:119| 800]: Train Loss:0.00095778, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:30:15,314 - wikidata12k_0.001 - [INFO] - [E:119| 900]: Train Loss:0.00095878, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:31:19,544 - wikidata12k_0.001 - [INFO] - [E:119| 1000]: Train Loss:0.00095899, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:32:23,702 - wikidata12k_0.001 - [INFO] - [E:119| 1100]: Train Loss:0.00095954, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:33:27,904 - wikidata12k_0.001 - [INFO] - [E:119| 1200]: Train Loss:0.00095938, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:34:32,133 - wikidata12k_0.001 - [INFO] - [E:119| 1300]: Train Loss:0.00095944, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:35:36,285 - wikidata12k_0.001 - [INFO] - [E:119| 1400]: Train Loss:0.00095957, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:36:40,473 - wikidata12k_0.001 - [INFO] - [E:119| 1500]: Train Loss:0.00095949, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:37:44,716 - wikidata12k_0.001 - [INFO] - [E:119| 1600]: Train Loss:0.00095975, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:38:26,741 - wikidata12k_0.001 - [INFO] - [Epoch:119]: Training Loss:0.0009596 + +2023-05-28 18:38:26,962 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 18:38:48,717 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 18:39:01,332 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 18:39:23,287 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 18:39:35,781 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.47393, Head : 0.26077, Avg : 0.36735 + MR: Tail : 943.21, Head : 1041.4, Avg : 992.32 + Hit-1: Tail : 0.38871, Head : 0.16993, Avg : 0.27932 + Hit-3: Tail : 0.52608, Head : 0.29671, Avg : 0.4114 + Hit-10: Tail : 0.62262, Head : 0.44067, Avg : 0.53165 +2023-05-28 18:39:35,781 - wikidata12k_0.001 - [INFO] - [Epoch 119]: Training Loss: 0.00095959, Valid MRR: 0.41398, + + + +2023-05-28 18:39:36,437 - wikidata12k_0.001 - [INFO] - [E:120| 0]: Train Loss:0.0010562, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:40:40,738 - wikidata12k_0.001 - [INFO] - [E:120| 100]: Train Loss:0.0009626, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:41:44,899 - wikidata12k_0.001 - [INFO] - [E:120| 200]: Train Loss:0.00095936, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:42:49,151 - wikidata12k_0.001 - [INFO] - [E:120| 300]: Train Loss:0.00095959, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:43:53,425 - wikidata12k_0.001 - [INFO] - [E:120| 400]: Train Loss:0.00095802, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:44:57,631 - wikidata12k_0.001 - [INFO] - [E:120| 500]: Train Loss:0.0009578, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:46:01,913 - wikidata12k_0.001 - [INFO] - [E:120| 600]: Train Loss:0.00095867, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:47:06,170 - wikidata12k_0.001 - [INFO] - [E:120| 700]: Train Loss:0.00095865, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:48:10,348 - wikidata12k_0.001 - [INFO] - [E:120| 800]: Train Loss:0.00095857, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:49:14,470 - wikidata12k_0.001 - [INFO] - [E:120| 900]: Train Loss:0.00095886, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:50:18,775 - wikidata12k_0.001 - [INFO] - [E:120| 1000]: Train Loss:0.0009588, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:51:23,008 - wikidata12k_0.001 - [INFO] - [E:120| 1100]: Train Loss:0.00095902, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:52:27,174 - wikidata12k_0.001 - [INFO] - [E:120| 1200]: Train Loss:0.00095938, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:53:31,483 - wikidata12k_0.001 - [INFO] - [E:120| 1300]: Train Loss:0.00095963, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:54:35,690 - wikidata12k_0.001 - [INFO] - [E:120| 1400]: Train Loss:0.00095979, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:55:39,919 - wikidata12k_0.001 - [INFO] - [E:120| 1500]: Train Loss:0.00095951, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:56:44,145 - wikidata12k_0.001 - [INFO] - [E:120| 1600]: Train Loss:0.00095952, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:57:26,024 - wikidata12k_0.001 - [INFO] - [Epoch:120]: Training Loss:0.0009597 + +2023-05-28 18:57:26,244 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 18:57:47,977 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 18:58:00,578 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 18:58:22,504 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 18:58:34,975 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.48117, Head : 0.28214, Avg : 0.38166 + +2023-05-28 18:58:34,975 - wikidata12k_0.001 - [INFO] - [Epoch 120]: Training Loss: 0.00095972, Valid MRR: 0.41398, + + + +2023-05-28 18:58:35,634 - wikidata12k_0.001 - [INFO] - [E:121| 0]: Train Loss:0.00096664, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 18:59:39,829 - wikidata12k_0.001 - [INFO] - [E:121| 100]: Train Loss:0.00095897, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:00:44,111 - wikidata12k_0.001 - [INFO] - [E:121| 200]: Train Loss:0.00096001, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:01:48,243 - wikidata12k_0.001 - [INFO] - [E:121| 300]: Train Loss:0.00095941, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:02:52,430 - wikidata12k_0.001 - [INFO] - [E:121| 400]: Train Loss:0.0009601, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:03:56,720 - wikidata12k_0.001 - [INFO] - [E:121| 500]: Train Loss:0.00095891, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:05:00,997 - wikidata12k_0.001 - [INFO] - [E:121| 600]: Train Loss:0.0009588, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:06:05,283 - wikidata12k_0.001 - [INFO] - [E:121| 700]: Train Loss:0.00095865, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:07:09,571 - wikidata12k_0.001 - [INFO] - [E:121| 800]: Train Loss:0.00095887, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:08:13,733 - wikidata12k_0.001 - [INFO] - [E:121| 900]: Train Loss:0.00095931, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:09:17,967 - wikidata12k_0.001 - [INFO] - [E:121| 1000]: Train Loss:0.00095939, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:10:22,283 - wikidata12k_0.001 - [INFO] - [E:121| 1100]: Train Loss:0.00095942, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:11:26,483 - wikidata12k_0.001 - [INFO] - [E:121| 1200]: Train Loss:0.00095965, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:12:30,662 - wikidata12k_0.001 - [INFO] - [E:121| 1300]: Train Loss:0.00095953, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:13:34,927 - wikidata12k_0.001 - [INFO] - [E:121| 1400]: Train Loss:0.00095957, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:14:39,099 - wikidata12k_0.001 - [INFO] - [E:121| 1500]: Train Loss:0.00095944, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:15:43,377 - wikidata12k_0.001 - [INFO] - [E:121| 1600]: Train Loss:0.00095941, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:16:25,333 - wikidata12k_0.001 - [INFO] - [Epoch:121]: Training Loss:0.0009594 + +2023-05-28 19:16:25,555 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 19:16:47,364 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 19:16:59,979 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 19:17:21,939 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 19:17:34,418 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.47051, Head : 0.27807, Avg : 0.37429 + +2023-05-28 19:17:34,418 - wikidata12k_0.001 - [INFO] - [Epoch 121]: Training Loss: 0.00095938, Valid MRR: 0.41398, + + + +2023-05-28 19:17:35,076 - wikidata12k_0.001 - [INFO] - [E:122| 0]: Train Loss:0.00092873, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:18:39,214 - wikidata12k_0.001 - [INFO] - [E:122| 100]: Train Loss:0.00095665, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:19:43,435 - wikidata12k_0.001 - [INFO] - [E:122| 200]: Train Loss:0.00095722, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:20:47,651 - wikidata12k_0.001 - [INFO] - [E:122| 300]: Train Loss:0.00095713, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:21:51,999 - wikidata12k_0.001 - [INFO] - [E:122| 400]: Train Loss:0.00095717, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:22:56,262 - wikidata12k_0.001 - [INFO] - [E:122| 500]: Train Loss:0.00095767, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:24:00,579 - wikidata12k_0.001 - [INFO] - [E:122| 600]: Train Loss:0.00095781, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:25:04,807 - wikidata12k_0.001 - [INFO] - [E:122| 700]: Train Loss:0.00095865, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:26:09,006 - wikidata12k_0.001 - [INFO] - [E:122| 800]: Train Loss:0.0009584, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:27:13,326 - wikidata12k_0.001 - [INFO] - [E:122| 900]: Train Loss:0.0009586, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:28:17,663 - wikidata12k_0.001 - [INFO] - [E:122| 1000]: Train Loss:0.0009584, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:29:21,876 - wikidata12k_0.001 - [INFO] - [E:122| 1100]: Train Loss:0.00095862, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:30:26,167 - wikidata12k_0.001 - [INFO] - [E:122| 1200]: Train Loss:0.0009585, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:31:30,294 - wikidata12k_0.001 - [INFO] - [E:122| 1300]: Train Loss:0.00095873, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:32:34,438 - wikidata12k_0.001 - [INFO] - [E:122| 1400]: Train Loss:0.00095907, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:33:38,708 - wikidata12k_0.001 - [INFO] - [E:122| 1500]: Train Loss:0.00095925, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:34:42,884 - wikidata12k_0.001 - [INFO] - [E:122| 1600]: Train Loss:0.00095923, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:35:24,798 - wikidata12k_0.001 - [INFO] - [Epoch:122]: Training Loss:0.0009593 + +2023-05-28 19:35:25,019 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 19:35:46,787 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 19:35:59,387 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 19:36:21,381 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 19:36:33,911 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.48293, Head : 0.27318, Avg : 0.37806 + +2023-05-28 19:36:33,911 - wikidata12k_0.001 - [INFO] - [Epoch 122]: Training Loss: 0.00095928, Valid MRR: 0.41398, + + + +2023-05-28 19:36:34,571 - wikidata12k_0.001 - [INFO] - [E:123| 0]: Train Loss:0.00093755, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:37:38,771 - wikidata12k_0.001 - [INFO] - [E:123| 100]: Train Loss:0.00095585, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:38:42,981 - wikidata12k_0.001 - [INFO] - [E:123| 200]: Train Loss:0.00095731, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:39:47,234 - wikidata12k_0.001 - [INFO] - [E:123| 300]: Train Loss:0.00095853, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:40:51,529 - wikidata12k_0.001 - [INFO] - [E:123| 400]: Train Loss:0.00095929, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:41:55,792 - wikidata12k_0.001 - [INFO] - [E:123| 500]: Train Loss:0.00095967, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:43:00,110 - wikidata12k_0.001 - [INFO] - [E:123| 600]: Train Loss:0.00095899, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:44:04,382 - wikidata12k_0.001 - [INFO] - [E:123| 700]: Train Loss:0.00095876, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:45:08,575 - wikidata12k_0.001 - [INFO] - [E:123| 800]: Train Loss:0.00095905, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:46:12,780 - wikidata12k_0.001 - [INFO] - [E:123| 900]: Train Loss:0.00095858, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:47:17,110 - wikidata12k_0.001 - [INFO] - [E:123| 1000]: Train Loss:0.00095823, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:48:21,340 - wikidata12k_0.001 - [INFO] - [E:123| 1100]: Train Loss:0.00095873, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:49:25,572 - wikidata12k_0.001 - [INFO] - [E:123| 1200]: Train Loss:0.00095885, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:50:29,822 - wikidata12k_0.001 - [INFO] - [E:123| 1300]: Train Loss:0.00095893, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:51:34,052 - wikidata12k_0.001 - [INFO] - [E:123| 1400]: Train Loss:0.00095904, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:52:38,260 - wikidata12k_0.001 - [INFO] - [E:123| 1500]: Train Loss:0.00095908, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:53:42,479 - wikidata12k_0.001 - [INFO] - [E:123| 1600]: Train Loss:0.00095922, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:54:24,378 - wikidata12k_0.001 - [INFO] - [Epoch:123]: Training Loss:0.000959 + +2023-05-28 19:54:24,598 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 19:54:46,367 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 19:54:58,974 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 19:55:20,917 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 19:55:33,388 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.48445, Head : 0.30203, Avg : 0.39324 + +2023-05-28 19:55:33,388 - wikidata12k_0.001 - [INFO] - [Epoch 123]: Training Loss: 0.000959, Valid MRR: 0.41398, + + + +2023-05-28 19:55:34,044 - wikidata12k_0.001 - [INFO] - [E:124| 0]: Train Loss:0.00096583, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:56:38,349 - wikidata12k_0.001 - [INFO] - [E:124| 100]: Train Loss:0.00096006, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:57:42,575 - wikidata12k_0.001 - [INFO] - [E:124| 200]: Train Loss:0.00095697, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:58:46,795 - wikidata12k_0.001 - [INFO] - [E:124| 300]: Train Loss:0.00095752, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 19:59:51,044 - wikidata12k_0.001 - [INFO] - [E:124| 400]: Train Loss:0.00095783, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:00:55,326 - wikidata12k_0.001 - [INFO] - [E:124| 500]: Train Loss:0.00095779, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:01:59,490 - wikidata12k_0.001 - [INFO] - [E:124| 600]: Train Loss:0.00095783, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:03:03,756 - wikidata12k_0.001 - [INFO] - [E:124| 700]: Train Loss:0.00095781, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:04:07,946 - wikidata12k_0.001 - [INFO] - [E:124| 800]: Train Loss:0.00095797, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:05:12,138 - wikidata12k_0.001 - [INFO] - [E:124| 900]: Train Loss:0.00095829, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:06:16,374 - wikidata12k_0.001 - [INFO] - [E:124| 1000]: Train Loss:0.00095837, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:07:20,547 - wikidata12k_0.001 - [INFO] - [E:124| 1100]: Train Loss:0.00095851, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:08:24,717 - wikidata12k_0.001 - [INFO] - [E:124| 1200]: Train Loss:0.00095847, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:09:28,858 - wikidata12k_0.001 - [INFO] - [E:124| 1300]: Train Loss:0.00095854, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:10:33,115 - wikidata12k_0.001 - [INFO] - [E:124| 1400]: Train Loss:0.0009586, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:11:37,319 - wikidata12k_0.001 - [INFO] - [E:124| 1500]: Train Loss:0.00095858, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:12:41,510 - wikidata12k_0.001 - [INFO] - [E:124| 1600]: Train Loss:0.00095872, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:13:23,480 - wikidata12k_0.001 - [INFO] - [Epoch:124]: Training Loss:0.0009587 + +2023-05-28 20:13:23,701 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 20:13:45,459 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 20:13:58,056 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 20:14:20,004 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 20:14:32,482 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.46721, Head : 0.27857, Avg : 0.37289 + +2023-05-28 20:14:32,482 - wikidata12k_0.001 - [INFO] - [Epoch 124]: Training Loss: 0.00095874, Valid MRR: 0.41398, + + + +2023-05-28 20:14:33,139 - wikidata12k_0.001 - [INFO] - [E:125| 0]: Train Loss:0.00096062, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:15:37,293 - wikidata12k_0.001 - [INFO] - [E:125| 100]: Train Loss:0.00095713, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:16:41,536 - wikidata12k_0.001 - [INFO] - [E:125| 200]: Train Loss:0.00095801, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:17:45,835 - wikidata12k_0.001 - [INFO] - [E:125| 300]: Train Loss:0.00095825, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:18:50,041 - wikidata12k_0.001 - [INFO] - [E:125| 400]: Train Loss:0.00095752, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:19:54,274 - wikidata12k_0.001 - [INFO] - [E:125| 500]: Train Loss:0.00095817, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:20:58,481 - wikidata12k_0.001 - [INFO] - [E:125| 600]: Train Loss:0.00095771, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:22:02,733 - wikidata12k_0.001 - [INFO] - [E:125| 700]: Train Loss:0.00095794, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:23:06,993 - wikidata12k_0.001 - [INFO] - [E:125| 800]: Train Loss:0.00095832, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:24:11,220 - wikidata12k_0.001 - [INFO] - [E:125| 900]: Train Loss:0.00095803, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:25:15,520 - wikidata12k_0.001 - [INFO] - [E:125| 1000]: Train Loss:0.00095798, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:26:19,813 - wikidata12k_0.001 - [INFO] - [E:125| 1100]: Train Loss:0.0009578, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:27:24,025 - wikidata12k_0.001 - [INFO] - [E:125| 1200]: Train Loss:0.000958, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:28:28,192 - wikidata12k_0.001 - [INFO] - [E:125| 1300]: Train Loss:0.00095805, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:29:32,491 - wikidata12k_0.001 - [INFO] - [E:125| 1400]: Train Loss:0.00095805, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:30:36,734 - wikidata12k_0.001 - [INFO] - [E:125| 1500]: Train Loss:0.00095817, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:31:40,913 - wikidata12k_0.001 - [INFO] - [E:125| 1600]: Train Loss:0.00095848, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:32:22,950 - wikidata12k_0.001 - [INFO] - [Epoch:125]: Training Loss:0.0009585 + +2023-05-28 20:32:23,171 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 20:32:44,967 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 20:32:57,607 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 20:33:19,584 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 20:33:32,054 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.48003, Head : 0.3411, Avg : 0.41056 + +2023-05-28 20:33:32,054 - wikidata12k_0.001 - [INFO] - [Epoch 125]: Training Loss: 0.00095849, Valid MRR: 0.41398, + + + +2023-05-28 20:33:32,711 - wikidata12k_0.001 - [INFO] - [E:126| 0]: Train Loss:0.00097423, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:34:37,017 - wikidata12k_0.001 - [INFO] - [E:126| 100]: Train Loss:0.00096174, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:35:41,281 - wikidata12k_0.001 - [INFO] - [E:126| 200]: Train Loss:0.00095822, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:36:45,522 - wikidata12k_0.001 - [INFO] - [E:126| 300]: Train Loss:0.00095832, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:37:49,822 - wikidata12k_0.001 - [INFO] - [E:126| 400]: Train Loss:0.0009572, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:38:54,018 - wikidata12k_0.001 - [INFO] - [E:126| 500]: Train Loss:0.00095749, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:39:58,325 - wikidata12k_0.001 - [INFO] - [E:126| 600]: Train Loss:0.00095794, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:41:02,572 - wikidata12k_0.001 - [INFO] - [E:126| 700]: Train Loss:0.0009575, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:42:06,820 - wikidata12k_0.001 - [INFO] - [E:126| 800]: Train Loss:0.00095807, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:43:11,019 - wikidata12k_0.001 - [INFO] - [E:126| 900]: Train Loss:0.00095876, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:44:15,238 - wikidata12k_0.001 - [INFO] - [E:126| 1000]: Train Loss:0.00095859, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:45:19,386 - wikidata12k_0.001 - [INFO] - [E:126| 1100]: Train Loss:0.00095886, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:46:23,698 - wikidata12k_0.001 - [INFO] - [E:126| 1200]: Train Loss:0.00095892, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:47:27,952 - wikidata12k_0.001 - [INFO] - [E:126| 1300]: Train Loss:0.000959, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:48:32,146 - wikidata12k_0.001 - [INFO] - [E:126| 1400]: Train Loss:0.00095858, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:49:36,423 - wikidata12k_0.001 - [INFO] - [E:126| 1500]: Train Loss:0.00095852, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:50:40,644 - wikidata12k_0.001 - [INFO] - [E:126| 1600]: Train Loss:0.00095813, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:51:22,602 - wikidata12k_0.001 - [INFO] - [Epoch:126]: Training Loss:0.0009583 + +2023-05-28 20:51:22,823 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 20:51:44,594 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 20:51:57,202 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 20:52:19,162 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 20:52:31,689 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.48301, Head : 0.27725, Avg : 0.38013 + +2023-05-28 20:52:31,689 - wikidata12k_0.001 - [INFO] - [Epoch 126]: Training Loss: 0.00095828, Valid MRR: 0.41398, + + + +2023-05-28 20:52:32,349 - wikidata12k_0.001 - [INFO] - [E:127| 0]: Train Loss:0.00094773, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:53:36,635 - wikidata12k_0.001 - [INFO] - [E:127| 100]: Train Loss:0.00095907, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:54:40,870 - wikidata12k_0.001 - [INFO] - [E:127| 200]: Train Loss:0.00095641, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:55:45,144 - wikidata12k_0.001 - [INFO] - [E:127| 300]: Train Loss:0.00095694, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:56:49,397 - wikidata12k_0.001 - [INFO] - [E:127| 400]: Train Loss:0.00095675, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:57:53,660 - wikidata12k_0.001 - [INFO] - [E:127| 500]: Train Loss:0.00095815, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 20:58:57,878 - wikidata12k_0.001 - [INFO] - [E:127| 600]: Train Loss:0.00095834, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:00:02,037 - wikidata12k_0.001 - [INFO] - [E:127| 700]: Train Loss:0.00095879, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:01:06,229 - wikidata12k_0.001 - [INFO] - [E:127| 800]: Train Loss:0.0009589, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:02:10,383 - wikidata12k_0.001 - [INFO] - [E:127| 900]: Train Loss:0.00095863, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:03:14,627 - wikidata12k_0.001 - [INFO] - [E:127| 1000]: Train Loss:0.00095858, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:04:18,862 - wikidata12k_0.001 - [INFO] - [E:127| 1100]: Train Loss:0.00095834, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:05:23,117 - wikidata12k_0.001 - [INFO] - [E:127| 1200]: Train Loss:0.00095818, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:06:27,357 - wikidata12k_0.001 - [INFO] - [E:127| 1300]: Train Loss:0.00095802, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:07:31,549 - wikidata12k_0.001 - [INFO] - [E:127| 1400]: Train Loss:0.00095787, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:08:35,833 - wikidata12k_0.001 - [INFO] - [E:127| 1500]: Train Loss:0.00095791, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:09:40,051 - wikidata12k_0.001 - [INFO] - [E:127| 1600]: Train Loss:0.00095797, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:10:22,031 - wikidata12k_0.001 - [INFO] - [Epoch:127]: Training Loss:0.0009581 + +2023-05-28 21:10:22,253 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 21:10:44,032 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 21:10:56,632 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 21:11:18,592 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 21:11:31,079 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.47682, Head : 0.26419, Avg : 0.3705 + +2023-05-28 21:11:31,079 - wikidata12k_0.001 - [INFO] - [Epoch 127]: Training Loss: 0.00095806, Valid MRR: 0.41398, + + + +2023-05-28 21:11:31,736 - wikidata12k_0.001 - [INFO] - [E:128| 0]: Train Loss:0.00092423, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:12:36,136 - wikidata12k_0.001 - [INFO] - [E:128| 100]: Train Loss:0.00095716, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:13:40,331 - wikidata12k_0.001 - [INFO] - [E:128| 200]: Train Loss:0.00095713, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:14:44,580 - wikidata12k_0.001 - [INFO] - [E:128| 300]: Train Loss:0.00095627, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:15:48,927 - wikidata12k_0.001 - [INFO] - [E:128| 400]: Train Loss:0.00095562, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:16:53,090 - wikidata12k_0.001 - [INFO] - [E:128| 500]: Train Loss:0.00095603, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:17:57,279 - wikidata12k_0.001 - [INFO] - [E:128| 600]: Train Loss:0.00095649, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:19:01,506 - wikidata12k_0.001 - [INFO] - [E:128| 700]: Train Loss:0.00095654, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:20:05,760 - wikidata12k_0.001 - [INFO] - [E:128| 800]: Train Loss:0.00095629, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:21:09,990 - wikidata12k_0.001 - [INFO] - [E:128| 900]: Train Loss:0.00095661, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:22:14,260 - wikidata12k_0.001 - [INFO] - [E:128| 1000]: Train Loss:0.00095719, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:23:18,540 - wikidata12k_0.001 - [INFO] - [E:128| 1100]: Train Loss:0.00095714, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:24:22,792 - wikidata12k_0.001 - [INFO] - [E:128| 1200]: Train Loss:0.0009573, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:25:26,990 - wikidata12k_0.001 - [INFO] - [E:128| 1300]: Train Loss:0.00095757, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:26:31,296 - wikidata12k_0.001 - [INFO] - [E:128| 1400]: Train Loss:0.00095755, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:27:35,546 - wikidata12k_0.001 - [INFO] - [E:128| 1500]: Train Loss:0.00095751, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:28:39,725 - wikidata12k_0.001 - [INFO] - [E:128| 1600]: Train Loss:0.00095755, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:29:21,722 - wikidata12k_0.001 - [INFO] - [Epoch:128]: Training Loss:0.0009578 + +2023-05-28 21:29:21,943 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 21:29:43,701 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 21:29:56,295 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 21:30:18,239 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 21:30:30,720 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.47468, Head : 0.29617, Avg : 0.38543 + +2023-05-28 21:30:30,720 - wikidata12k_0.001 - [INFO] - [Epoch 128]: Training Loss: 0.00095785, Valid MRR: 0.41398, + + + +2023-05-28 21:30:31,377 - wikidata12k_0.001 - [INFO] - [E:129| 0]: Train Loss:0.00094092, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:31:35,581 - wikidata12k_0.001 - [INFO] - [E:129| 100]: Train Loss:0.00096063, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:32:39,821 - wikidata12k_0.001 - [INFO] - [E:129| 200]: Train Loss:0.00095885, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:33:44,020 - wikidata12k_0.001 - [INFO] - [E:129| 300]: Train Loss:0.00095891, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:34:48,159 - wikidata12k_0.001 - [INFO] - [E:129| 400]: Train Loss:0.00095775, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:35:52,448 - wikidata12k_0.001 - [INFO] - [E:129| 500]: Train Loss:0.00095727, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:36:56,633 - wikidata12k_0.001 - [INFO] - [E:129| 600]: Train Loss:0.00095692, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:38:00,911 - wikidata12k_0.001 - [INFO] - [E:129| 700]: Train Loss:0.0009567, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:39:05,224 - wikidata12k_0.001 - [INFO] - [E:129| 800]: Train Loss:0.00095704, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:40:09,404 - wikidata12k_0.001 - [INFO] - [E:129| 900]: Train Loss:0.00095712, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:41:13,660 - wikidata12k_0.001 - [INFO] - [E:129| 1000]: Train Loss:0.00095739, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:42:17,857 - wikidata12k_0.001 - [INFO] - [E:129| 1100]: Train Loss:0.00095751, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:43:21,973 - wikidata12k_0.001 - [INFO] - [E:129| 1200]: Train Loss:0.00095722, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:44:26,168 - wikidata12k_0.001 - [INFO] - [E:129| 1300]: Train Loss:0.00095727, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:45:30,450 - wikidata12k_0.001 - [INFO] - [E:129| 1400]: Train Loss:0.0009572, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:46:34,680 - wikidata12k_0.001 - [INFO] - [E:129| 1500]: Train Loss:0.00095736, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:47:39,007 - wikidata12k_0.001 - [INFO] - [E:129| 1600]: Train Loss:0.00095731, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:48:20,947 - wikidata12k_0.001 - [INFO] - [Epoch:129]: Training Loss:0.0009576 + +2023-05-28 21:48:21,167 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 21:48:42,943 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 21:48:55,579 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 21:49:17,521 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 21:49:29,992 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.47028, Head : 0.25188, Avg : 0.36108 + MR: Tail : 947.56, Head : 1015.7, Avg : 981.64 + Hit-1: Tail : 0.3753, Head : 0.13826, Avg : 0.25678 + Hit-3: Tail : 0.53221, Head : 0.30943, Avg : 0.42082 + Hit-10: Tail : 0.62609, Head : 0.46397, Avg : 0.54503 +2023-05-28 21:49:29,992 - wikidata12k_0.001 - [INFO] - [Epoch 129]: Training Loss: 0.00095763, Valid MRR: 0.41398, + + + +2023-05-28 21:49:30,649 - wikidata12k_0.001 - [INFO] - [E:130| 0]: Train Loss:0.00093606, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:50:34,920 - wikidata12k_0.001 - [INFO] - [E:130| 100]: Train Loss:0.00095351, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:51:39,069 - wikidata12k_0.001 - [INFO] - [E:130| 200]: Train Loss:0.00095397, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:52:43,294 - wikidata12k_0.001 - [INFO] - [E:130| 300]: Train Loss:0.00095557, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:53:47,457 - wikidata12k_0.001 - [INFO] - [E:130| 400]: Train Loss:0.00095733, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:54:51,642 - wikidata12k_0.001 - [INFO] - [E:130| 500]: Train Loss:0.00095706, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:55:55,913 - wikidata12k_0.001 - [INFO] - [E:130| 600]: Train Loss:0.0009577, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:57:00,144 - wikidata12k_0.001 - [INFO] - [E:130| 700]: Train Loss:0.00095733, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:58:04,350 - wikidata12k_0.001 - [INFO] - [E:130| 800]: Train Loss:0.00095768, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 21:59:08,683 - wikidata12k_0.001 - [INFO] - [E:130| 900]: Train Loss:0.00095721, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:00:12,810 - wikidata12k_0.001 - [INFO] - [E:130| 1000]: Train Loss:0.00095699, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:01:17,037 - wikidata12k_0.001 - [INFO] - [E:130| 1100]: Train Loss:0.00095705, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:02:21,355 - wikidata12k_0.001 - [INFO] - [E:130| 1200]: Train Loss:0.00095703, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:03:25,609 - wikidata12k_0.001 - [INFO] - [E:130| 1300]: Train Loss:0.00095701, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:04:29,853 - wikidata12k_0.001 - [INFO] - [E:130| 1400]: Train Loss:0.00095715, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:05:34,204 - wikidata12k_0.001 - [INFO] - [E:130| 1500]: Train Loss:0.0009572, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:06:38,431 - wikidata12k_0.001 - [INFO] - [E:130| 1600]: Train Loss:0.0009574, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:07:20,406 - wikidata12k_0.001 - [INFO] - [Epoch:130]: Training Loss:0.0009573 + +2023-05-28 22:07:20,630 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 22:07:42,392 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 22:07:55,001 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 22:08:16,960 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 22:08:29,439 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.46988, Head : 0.27786, Avg : 0.37387 + +2023-05-28 22:08:29,439 - wikidata12k_0.001 - [INFO] - [Epoch 130]: Training Loss: 0.00095725, Valid MRR: 0.41398, + + + +2023-05-28 22:08:30,095 - wikidata12k_0.001 - [INFO] - [E:131| 0]: Train Loss:0.00094472, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:09:34,283 - wikidata12k_0.001 - [INFO] - [E:131| 100]: Train Loss:0.00095586, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:10:38,474 - wikidata12k_0.001 - [INFO] - [E:131| 200]: Train Loss:0.00095738, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:11:42,638 - wikidata12k_0.001 - [INFO] - [E:131| 300]: Train Loss:0.00095609, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:12:46,866 - wikidata12k_0.001 - [INFO] - [E:131| 400]: Train Loss:0.00095679, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:13:51,018 - wikidata12k_0.001 - [INFO] - [E:131| 500]: Train Loss:0.00095761, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:14:55,306 - wikidata12k_0.001 - [INFO] - [E:131| 600]: Train Loss:0.00095826, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:15:59,586 - wikidata12k_0.001 - [INFO] - [E:131| 700]: Train Loss:0.00095756, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:17:03,861 - wikidata12k_0.001 - [INFO] - [E:131| 800]: Train Loss:0.00095727, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:18:08,046 - wikidata12k_0.001 - [INFO] - [E:131| 900]: Train Loss:0.00095766, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:19:12,416 - wikidata12k_0.001 - [INFO] - [E:131| 1000]: Train Loss:0.00095787, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:20:16,623 - wikidata12k_0.001 - [INFO] - [E:131| 1100]: Train Loss:0.00095808, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:21:20,785 - wikidata12k_0.001 - [INFO] - [E:131| 1200]: Train Loss:0.00095819, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:22:25,036 - wikidata12k_0.001 - [INFO] - [E:131| 1300]: Train Loss:0.00095807, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:23:29,305 - wikidata12k_0.001 - [INFO] - [E:131| 1400]: Train Loss:0.00095827, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:24:33,621 - wikidata12k_0.001 - [INFO] - [E:131| 1500]: Train Loss:0.00095823, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:25:37,855 - wikidata12k_0.001 - [INFO] - [E:131| 1600]: Train Loss:0.00095799, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:26:19,802 - wikidata12k_0.001 - [INFO] - [Epoch:131]: Training Loss:0.0009579 + +2023-05-28 22:26:20,022 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 22:26:41,770 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 22:26:54,359 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 22:27:16,300 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 22:27:28,773 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.48204, Head : 0.31225, Avg : 0.39715 + +2023-05-28 22:27:28,773 - wikidata12k_0.001 - [INFO] - [Epoch 131]: Training Loss: 0.00095785, Valid MRR: 0.41398, + + + +2023-05-28 22:27:29,429 - wikidata12k_0.001 - [INFO] - [E:132| 0]: Train Loss:0.00093884, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:28:33,717 - wikidata12k_0.001 - [INFO] - [E:132| 100]: Train Loss:0.00095409, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:29:38,000 - wikidata12k_0.001 - [INFO] - [E:132| 200]: Train Loss:0.00095583, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:30:42,155 - wikidata12k_0.001 - [INFO] - [E:132| 300]: Train Loss:0.00095638, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:31:46,320 - wikidata12k_0.001 - [INFO] - [E:132| 400]: Train Loss:0.00095737, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:32:50,480 - wikidata12k_0.001 - [INFO] - [E:132| 500]: Train Loss:0.00095742, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:33:54,682 - wikidata12k_0.001 - [INFO] - [E:132| 600]: Train Loss:0.0009571, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:34:58,878 - wikidata12k_0.001 - [INFO] - [E:132| 700]: Train Loss:0.00095713, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:36:03,205 - wikidata12k_0.001 - [INFO] - [E:132| 800]: Train Loss:0.00095718, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:37:07,450 - wikidata12k_0.001 - [INFO] - [E:132| 900]: Train Loss:0.00095711, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:38:11,654 - wikidata12k_0.001 - [INFO] - [E:132| 1000]: Train Loss:0.00095722, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:39:15,944 - wikidata12k_0.001 - [INFO] - [E:132| 1100]: Train Loss:0.00095706, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:40:20,116 - wikidata12k_0.001 - [INFO] - [E:132| 1200]: Train Loss:0.00095701, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:41:24,352 - wikidata12k_0.001 - [INFO] - [E:132| 1300]: Train Loss:0.00095705, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:42:28,669 - wikidata12k_0.001 - [INFO] - [E:132| 1400]: Train Loss:0.00095703, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:43:32,920 - wikidata12k_0.001 - [INFO] - [E:132| 1500]: Train Loss:0.0009571, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:44:37,240 - wikidata12k_0.001 - [INFO] - [E:132| 1600]: Train Loss:0.00095696, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:45:19,281 - wikidata12k_0.001 - [INFO] - [Epoch:132]: Training Loss:0.000957 + +2023-05-28 22:45:19,501 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 22:45:41,254 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 22:45:53,870 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 22:46:15,849 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 22:46:28,339 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.47409, Head : 0.33069, Avg : 0.40239 + +2023-05-28 22:46:28,340 - wikidata12k_0.001 - [INFO] - [Epoch 132]: Training Loss: 0.00095703, Valid MRR: 0.41398, + + + +2023-05-28 22:46:28,995 - wikidata12k_0.001 - [INFO] - [E:133| 0]: Train Loss:0.00095154, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:47:33,192 - wikidata12k_0.001 - [INFO] - [E:133| 100]: Train Loss:0.00095648, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:48:37,455 - wikidata12k_0.001 - [INFO] - [E:133| 200]: Train Loss:0.00095504, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:49:41,587 - wikidata12k_0.001 - [INFO] - [E:133| 300]: Train Loss:0.00095531, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:50:45,761 - wikidata12k_0.001 - [INFO] - [E:133| 400]: Train Loss:0.00095487, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:51:50,005 - wikidata12k_0.001 - [INFO] - [E:133| 500]: Train Loss:0.00095477, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:52:54,314 - wikidata12k_0.001 - [INFO] - [E:133| 600]: Train Loss:0.00095478, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:53:58,547 - wikidata12k_0.001 - [INFO] - [E:133| 700]: Train Loss:0.00095603, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:55:02,719 - wikidata12k_0.001 - [INFO] - [E:133| 800]: Train Loss:0.00095642, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:56:06,997 - wikidata12k_0.001 - [INFO] - [E:133| 900]: Train Loss:0.00095631, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:57:11,178 - wikidata12k_0.001 - [INFO] - [E:133| 1000]: Train Loss:0.00095618, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:58:15,345 - wikidata12k_0.001 - [INFO] - [E:133| 1100]: Train Loss:0.0009565, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 22:59:19,602 - wikidata12k_0.001 - [INFO] - [E:133| 1200]: Train Loss:0.00095679, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:00:23,799 - wikidata12k_0.001 - [INFO] - [E:133| 1300]: Train Loss:0.00095673, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:01:28,097 - wikidata12k_0.001 - [INFO] - [E:133| 1400]: Train Loss:0.00095692, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:02:32,328 - wikidata12k_0.001 - [INFO] - [E:133| 1500]: Train Loss:0.00095711, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:03:36,537 - wikidata12k_0.001 - [INFO] - [E:133| 1600]: Train Loss:0.00095703, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:04:18,555 - wikidata12k_0.001 - [INFO] - [Epoch:133]: Training Loss:0.0009571 + +2023-05-28 23:04:18,775 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 23:04:40,556 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 23:04:53,178 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 23:05:15,158 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 23:05:27,644 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.48297, Head : 0.29141, Avg : 0.38719 + +2023-05-28 23:05:27,644 - wikidata12k_0.001 - [INFO] - [Epoch 133]: Training Loss: 0.00095709, Valid MRR: 0.41398, + + + +2023-05-28 23:05:28,301 - wikidata12k_0.001 - [INFO] - [E:134| 0]: Train Loss:0.00094663, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:06:32,590 - wikidata12k_0.001 - [INFO] - [E:134| 100]: Train Loss:0.00095678, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:07:36,963 - wikidata12k_0.001 - [INFO] - [E:134| 200]: Train Loss:0.00095588, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:08:41,239 - wikidata12k_0.001 - [INFO] - [E:134| 300]: Train Loss:0.00095619, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:09:45,410 - wikidata12k_0.001 - [INFO] - [E:134| 400]: Train Loss:0.00095615, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:10:49,711 - wikidata12k_0.001 - [INFO] - [E:134| 500]: Train Loss:0.00095589, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:11:53,919 - wikidata12k_0.001 - [INFO] - [E:134| 600]: Train Loss:0.00095574, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:12:58,115 - wikidata12k_0.001 - [INFO] - [E:134| 700]: Train Loss:0.00095559, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:14:02,365 - wikidata12k_0.001 - [INFO] - [E:134| 800]: Train Loss:0.00095602, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:15:06,603 - wikidata12k_0.001 - [INFO] - [E:134| 900]: Train Loss:0.00095629, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:16:10,850 - wikidata12k_0.001 - [INFO] - [E:134| 1000]: Train Loss:0.00095625, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:17:15,076 - wikidata12k_0.001 - [INFO] - [E:134| 1100]: Train Loss:0.00095641, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:18:19,368 - wikidata12k_0.001 - [INFO] - [E:134| 1200]: Train Loss:0.00095657, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:19:23,581 - wikidata12k_0.001 - [INFO] - [E:134| 1300]: Train Loss:0.00095676, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:20:27,731 - wikidata12k_0.001 - [INFO] - [E:134| 1400]: Train Loss:0.00095657, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:21:31,997 - wikidata12k_0.001 - [INFO] - [E:134| 1500]: Train Loss:0.00095656, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:22:36,209 - wikidata12k_0.001 - [INFO] - [E:134| 1600]: Train Loss:0.00095689, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:23:18,165 - wikidata12k_0.001 - [INFO] - [Epoch:134]: Training Loss:0.0009567 + +2023-05-28 23:23:18,387 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 23:23:40,143 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 23:23:52,738 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 23:24:14,672 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 23:24:27,141 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.4792, Head : 0.26209, Avg : 0.37064 + +2023-05-28 23:24:27,142 - wikidata12k_0.001 - [INFO] - [Epoch 134]: Training Loss: 0.00095672, Valid MRR: 0.41398, + + + +2023-05-28 23:24:27,798 - wikidata12k_0.001 - [INFO] - [E:135| 0]: Train Loss:0.00094757, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:25:32,079 - wikidata12k_0.001 - [INFO] - [E:135| 100]: Train Loss:0.00095479, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:26:36,259 - wikidata12k_0.001 - [INFO] - [E:135| 200]: Train Loss:0.00095461, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:27:40,534 - wikidata12k_0.001 - [INFO] - [E:135| 300]: Train Loss:0.00095524, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:28:44,802 - wikidata12k_0.001 - [INFO] - [E:135| 400]: Train Loss:0.00095608, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:29:48,989 - wikidata12k_0.001 - [INFO] - [E:135| 500]: Train Loss:0.00095548, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:30:53,198 - wikidata12k_0.001 - [INFO] - [E:135| 600]: Train Loss:0.00095617, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:31:57,449 - wikidata12k_0.001 - [INFO] - [E:135| 700]: Train Loss:0.00095605, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:33:01,628 - wikidata12k_0.001 - [INFO] - [E:135| 800]: Train Loss:0.00095662, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:34:05,841 - wikidata12k_0.001 - [INFO] - [E:135| 900]: Train Loss:0.00095654, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:35:10,060 - wikidata12k_0.001 - [INFO] - [E:135| 1000]: Train Loss:0.00095658, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:36:14,338 - wikidata12k_0.001 - [INFO] - [E:135| 1100]: Train Loss:0.00095631, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:37:18,534 - wikidata12k_0.001 - [INFO] - [E:135| 1200]: Train Loss:0.00095663, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:38:22,854 - wikidata12k_0.001 - [INFO] - [E:135| 1300]: Train Loss:0.0009566, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:39:27,023 - wikidata12k_0.001 - [INFO] - [E:135| 1400]: Train Loss:0.0009565, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:40:31,161 - wikidata12k_0.001 - [INFO] - [E:135| 1500]: Train Loss:0.00095661, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:41:35,439 - wikidata12k_0.001 - [INFO] - [E:135| 1600]: Train Loss:0.00095669, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:42:17,394 - wikidata12k_0.001 - [INFO] - [Epoch:135]: Training Loss:0.0009568 + +2023-05-28 23:42:17,615 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-28 23:42:39,379 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-28 23:42:51,973 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-28 23:43:13,926 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-28 23:43:26,418 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.47801, Head : 0.25297, Avg : 0.36549 + +2023-05-28 23:43:26,418 - wikidata12k_0.001 - [INFO] - [Epoch 135]: Training Loss: 0.0009568, Valid MRR: 0.41398, + + + +2023-05-28 23:43:27,074 - wikidata12k_0.001 - [INFO] - [E:136| 0]: Train Loss:0.00095406, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:44:31,260 - wikidata12k_0.001 - [INFO] - [E:136| 100]: Train Loss:0.00095728, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:45:35,614 - wikidata12k_0.001 - [INFO] - [E:136| 200]: Train Loss:0.00095527, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:46:39,864 - wikidata12k_0.001 - [INFO] - [E:136| 300]: Train Loss:0.00095621, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:47:44,118 - wikidata12k_0.001 - [INFO] - [E:136| 400]: Train Loss:0.00095588, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:48:48,416 - wikidata12k_0.001 - [INFO] - [E:136| 500]: Train Loss:0.00095552, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:49:52,603 - wikidata12k_0.001 - [INFO] - [E:136| 600]: Train Loss:0.00095572, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:50:56,808 - wikidata12k_0.001 - [INFO] - [E:136| 700]: Train Loss:0.00095543, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:52:01,047 - wikidata12k_0.001 - [INFO] - [E:136| 800]: Train Loss:0.00095543, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:53:05,285 - wikidata12k_0.001 - [INFO] - [E:136| 900]: Train Loss:0.00095552, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:54:09,477 - wikidata12k_0.001 - [INFO] - [E:136| 1000]: Train Loss:0.00095561, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:55:13,713 - wikidata12k_0.001 - [INFO] - [E:136| 1100]: Train Loss:0.00095554, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:56:18,012 - wikidata12k_0.001 - [INFO] - [E:136| 1200]: Train Loss:0.00095587, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:57:22,318 - wikidata12k_0.001 - [INFO] - [E:136| 1300]: Train Loss:0.00095592, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:58:26,596 - wikidata12k_0.001 - [INFO] - [E:136| 1400]: Train Loss:0.00095611, Val MRR:0.41398, wikidata12k_0.001 +2023-05-28 23:59:30,803 - wikidata12k_0.001 - [INFO] - [E:136| 1500]: Train Loss:0.00095632, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:00:35,052 - wikidata12k_0.001 - [INFO] - [E:136| 1600]: Train Loss:0.00095633, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:01:17,115 - wikidata12k_0.001 - [INFO] - [Epoch:136]: Training Loss:0.0009563 + +2023-05-29 00:01:17,336 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 00:01:39,091 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 00:01:51,690 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 00:02:13,627 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 00:02:26,116 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.47048, Head : 0.27218, Avg : 0.37133 + +2023-05-29 00:02:26,116 - wikidata12k_0.001 - [INFO] - [Epoch 136]: Training Loss: 0.00095632, Valid MRR: 0.41398, + + + +2023-05-29 00:02:26,773 - wikidata12k_0.001 - [INFO] - [E:137| 0]: Train Loss:0.00095106, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:03:30,923 - wikidata12k_0.001 - [INFO] - [E:137| 100]: Train Loss:0.00095295, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:04:35,196 - wikidata12k_0.001 - [INFO] - [E:137| 200]: Train Loss:0.00095403, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:05:39,454 - wikidata12k_0.001 - [INFO] - [E:137| 300]: Train Loss:0.00095388, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:06:43,706 - wikidata12k_0.001 - [INFO] - [E:137| 400]: Train Loss:0.00095516, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:07:48,087 - wikidata12k_0.001 - [INFO] - [E:137| 500]: Train Loss:0.00095403, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:08:52,416 - wikidata12k_0.001 - [INFO] - [E:137| 600]: Train Loss:0.00095448, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:09:56,739 - wikidata12k_0.001 - [INFO] - [E:137| 700]: Train Loss:0.0009546, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:11:01,031 - wikidata12k_0.001 - [INFO] - [E:137| 800]: Train Loss:0.00095543, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:12:05,233 - wikidata12k_0.001 - [INFO] - [E:137| 900]: Train Loss:0.00095586, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:13:09,468 - wikidata12k_0.001 - [INFO] - [E:137| 1000]: Train Loss:0.00095543, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:14:13,664 - wikidata12k_0.001 - [INFO] - [E:137| 1100]: Train Loss:0.00095543, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:15:17,991 - wikidata12k_0.001 - [INFO] - [E:137| 1200]: Train Loss:0.0009557, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:16:22,180 - wikidata12k_0.001 - [INFO] - [E:137| 1300]: Train Loss:0.00095582, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:17:26,331 - wikidata12k_0.001 - [INFO] - [E:137| 1400]: Train Loss:0.00095596, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:18:30,544 - wikidata12k_0.001 - [INFO] - [E:137| 1500]: Train Loss:0.00095603, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:19:34,780 - wikidata12k_0.001 - [INFO] - [E:137| 1600]: Train Loss:0.00095629, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:20:16,728 - wikidata12k_0.001 - [INFO] - [Epoch:137]: Training Loss:0.0009562 + +2023-05-29 00:20:16,951 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 00:20:38,695 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 00:20:51,291 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 00:21:13,326 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 00:21:25,805 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.47806, Head : 0.27492, Avg : 0.37649 + +2023-05-29 00:21:25,805 - wikidata12k_0.001 - [INFO] - [Epoch 137]: Training Loss: 0.00095624, Valid MRR: 0.41398, + + + +2023-05-29 00:21:26,461 - wikidata12k_0.001 - [INFO] - [E:138| 0]: Train Loss:0.00093855, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:22:30,630 - wikidata12k_0.001 - [INFO] - [E:138| 100]: Train Loss:0.00095627, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:23:34,763 - wikidata12k_0.001 - [INFO] - [E:138| 200]: Train Loss:0.00095635, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:24:39,008 - wikidata12k_0.001 - [INFO] - [E:138| 300]: Train Loss:0.00095516, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:25:43,189 - wikidata12k_0.001 - [INFO] - [E:138| 400]: Train Loss:0.00095529, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:26:47,321 - wikidata12k_0.001 - [INFO] - [E:138| 500]: Train Loss:0.00095535, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:27:51,606 - wikidata12k_0.001 - [INFO] - [E:138| 600]: Train Loss:0.00095581, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:28:55,785 - wikidata12k_0.001 - [INFO] - [E:138| 700]: Train Loss:0.00095531, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:29:59,956 - wikidata12k_0.001 - [INFO] - [E:138| 800]: Train Loss:0.00095523, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:31:04,294 - wikidata12k_0.001 - [INFO] - [E:138| 900]: Train Loss:0.00095538, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:32:08,588 - wikidata12k_0.001 - [INFO] - [E:138| 1000]: Train Loss:0.00095614, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:33:12,727 - wikidata12k_0.001 - [INFO] - [E:138| 1100]: Train Loss:0.00095623, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:34:17,045 - wikidata12k_0.001 - [INFO] - [E:138| 1200]: Train Loss:0.00095632, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:35:21,212 - wikidata12k_0.001 - [INFO] - [E:138| 1300]: Train Loss:0.00095649, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:36:25,360 - wikidata12k_0.001 - [INFO] - [E:138| 1400]: Train Loss:0.00095652, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:37:29,563 - wikidata12k_0.001 - [INFO] - [E:138| 1500]: Train Loss:0.00095624, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:38:33,768 - wikidata12k_0.001 - [INFO] - [E:138| 1600]: Train Loss:0.00095601, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:39:15,697 - wikidata12k_0.001 - [INFO] - [Epoch:138]: Training Loss:0.000956 + +2023-05-29 00:39:15,920 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 00:39:37,706 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 00:39:50,314 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 00:40:12,278 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 00:40:24,788 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.47152, Head : 0.32569, Avg : 0.39861 + +2023-05-29 00:40:24,788 - wikidata12k_0.001 - [INFO] - [Epoch 138]: Training Loss: 0.00095597, Valid MRR: 0.41398, + + + +2023-05-29 00:40:25,449 - wikidata12k_0.001 - [INFO] - [E:139| 0]: Train Loss:0.00093829, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:41:29,803 - wikidata12k_0.001 - [INFO] - [E:139| 100]: Train Loss:0.00095609, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:42:33,975 - wikidata12k_0.001 - [INFO] - [E:139| 200]: Train Loss:0.00095595, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:43:38,210 - wikidata12k_0.001 - [INFO] - [E:139| 300]: Train Loss:0.00095494, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:44:42,443 - wikidata12k_0.001 - [INFO] - [E:139| 400]: Train Loss:0.00095496, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:45:46,682 - wikidata12k_0.001 - [INFO] - [E:139| 500]: Train Loss:0.0009541, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:46:50,916 - wikidata12k_0.001 - [INFO] - [E:139| 600]: Train Loss:0.00095453, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:47:55,158 - wikidata12k_0.001 - [INFO] - [E:139| 700]: Train Loss:0.00095442, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:48:59,339 - wikidata12k_0.001 - [INFO] - [E:139| 800]: Train Loss:0.00095421, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:50:03,693 - wikidata12k_0.001 - [INFO] - [E:139| 900]: Train Loss:0.00095434, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:51:07,894 - wikidata12k_0.001 - [INFO] - [E:139| 1000]: Train Loss:0.0009541, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:52:12,156 - wikidata12k_0.001 - [INFO] - [E:139| 1100]: Train Loss:0.00095456, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:53:16,471 - wikidata12k_0.001 - [INFO] - [E:139| 1200]: Train Loss:0.00095507, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:54:20,770 - wikidata12k_0.001 - [INFO] - [E:139| 1300]: Train Loss:0.00095528, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:55:25,016 - wikidata12k_0.001 - [INFO] - [E:139| 1400]: Train Loss:0.00095557, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:56:29,304 - wikidata12k_0.001 - [INFO] - [E:139| 1500]: Train Loss:0.00095554, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:57:33,515 - wikidata12k_0.001 - [INFO] - [E:139| 1600]: Train Loss:0.00095556, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 00:58:15,461 - wikidata12k_0.001 - [INFO] - [Epoch:139]: Training Loss:0.0009557 + +2023-05-29 00:58:15,681 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 00:58:37,449 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 00:58:50,052 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 00:59:11,982 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 00:59:24,501 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.4667, Head : 0.27903, Avg : 0.37287 + MR: Tail : 968.0, Head : 1064.3, Avg : 1016.1 + Hit-1: Tail : 0.37678, Head : 0.18562, Avg : 0.2812 + Hit-3: Tail : 0.52029, Head : 0.31478, Avg : 0.41753 + Hit-10: Tail : 0.62693, Head : 0.46007, Avg : 0.5435 +2023-05-29 00:59:24,501 - wikidata12k_0.001 - [INFO] - [Epoch 139]: Training Loss: 0.00095571, Valid MRR: 0.41398, + + + +2023-05-29 00:59:25,156 - wikidata12k_0.001 - [INFO] - [E:140| 0]: Train Loss:0.00095868, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:00:29,480 - wikidata12k_0.001 - [INFO] - [E:140| 100]: Train Loss:0.00095312, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:01:33,691 - wikidata12k_0.001 - [INFO] - [E:140| 200]: Train Loss:0.00095164, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:02:37,981 - wikidata12k_0.001 - [INFO] - [E:140| 300]: Train Loss:0.00095331, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:03:42,237 - wikidata12k_0.001 - [INFO] - [E:140| 400]: Train Loss:0.00095379, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:04:46,416 - wikidata12k_0.001 - [INFO] - [E:140| 500]: Train Loss:0.00095536, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:05:50,609 - wikidata12k_0.001 - [INFO] - [E:140| 600]: Train Loss:0.00095527, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:06:54,875 - wikidata12k_0.001 - [INFO] - [E:140| 700]: Train Loss:0.0009553, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:07:59,138 - wikidata12k_0.001 - [INFO] - [E:140| 800]: Train Loss:0.00095577, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:09:03,349 - wikidata12k_0.001 - [INFO] - [E:140| 900]: Train Loss:0.00095589, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:10:07,588 - wikidata12k_0.001 - [INFO] - [E:140| 1000]: Train Loss:0.00095556, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:11:11,816 - wikidata12k_0.001 - [INFO] - [E:140| 1100]: Train Loss:0.00095508, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:12:16,060 - wikidata12k_0.001 - [INFO] - [E:140| 1200]: Train Loss:0.00095561, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:13:20,292 - wikidata12k_0.001 - [INFO] - [E:140| 1300]: Train Loss:0.00095572, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:14:24,548 - wikidata12k_0.001 - [INFO] - [E:140| 1400]: Train Loss:0.00095587, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:15:28,718 - wikidata12k_0.001 - [INFO] - [E:140| 1500]: Train Loss:0.00095579, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:16:32,985 - wikidata12k_0.001 - [INFO] - [E:140| 1600]: Train Loss:0.0009559, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:17:14,981 - wikidata12k_0.001 - [INFO] - [Epoch:140]: Training Loss:0.0009559 + +2023-05-29 01:17:15,202 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 01:17:36,966 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 01:17:49,567 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 01:18:11,511 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 01:18:23,999 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.47755, Head : 0.30815, Avg : 0.39285 + +2023-05-29 01:18:23,999 - wikidata12k_0.001 - [INFO] - [Epoch 140]: Training Loss: 0.00095591, Valid MRR: 0.41398, + + + +2023-05-29 01:18:24,657 - wikidata12k_0.001 - [INFO] - [E:141| 0]: Train Loss:0.00093559, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:19:28,978 - wikidata12k_0.001 - [INFO] - [E:141| 100]: Train Loss:0.00095546, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:20:33,207 - wikidata12k_0.001 - [INFO] - [E:141| 200]: Train Loss:0.00095651, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:21:37,423 - wikidata12k_0.001 - [INFO] - [E:141| 300]: Train Loss:0.00095604, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:22:41,659 - wikidata12k_0.001 - [INFO] - [E:141| 400]: Train Loss:0.00095493, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:23:45,907 - wikidata12k_0.001 - [INFO] - [E:141| 500]: Train Loss:0.00095561, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:24:50,170 - wikidata12k_0.001 - [INFO] - [E:141| 600]: Train Loss:0.00095497, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:25:54,536 - wikidata12k_0.001 - [INFO] - [E:141| 700]: Train Loss:0.0009548, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:26:58,751 - wikidata12k_0.001 - [INFO] - [E:141| 800]: Train Loss:0.00095483, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:28:02,985 - wikidata12k_0.001 - [INFO] - [E:141| 900]: Train Loss:0.00095522, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:29:07,266 - wikidata12k_0.001 - [INFO] - [E:141| 1000]: Train Loss:0.00095545, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:30:11,504 - wikidata12k_0.001 - [INFO] - [E:141| 1100]: Train Loss:0.00095544, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:31:15,731 - wikidata12k_0.001 - [INFO] - [E:141| 1200]: Train Loss:0.00095541, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:32:20,005 - wikidata12k_0.001 - [INFO] - [E:141| 1300]: Train Loss:0.00095552, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:33:24,215 - wikidata12k_0.001 - [INFO] - [E:141| 1400]: Train Loss:0.00095564, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:34:28,545 - wikidata12k_0.001 - [INFO] - [E:141| 1500]: Train Loss:0.00095551, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:35:32,748 - wikidata12k_0.001 - [INFO] - [E:141| 1600]: Train Loss:0.00095544, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:36:14,755 - wikidata12k_0.001 - [INFO] - [Epoch:141]: Training Loss:0.0009554 + +2023-05-29 01:36:14,977 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 01:36:36,751 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 01:36:49,354 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 01:37:11,305 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 01:37:23,801 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.47332, Head : 0.33372, Avg : 0.40352 + +2023-05-29 01:37:23,801 - wikidata12k_0.001 - [INFO] - [Epoch 141]: Training Loss: 0.0009554, Valid MRR: 0.41398, + + + +2023-05-29 01:37:24,458 - wikidata12k_0.001 - [INFO] - [E:142| 0]: Train Loss:0.00095084, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:38:28,702 - wikidata12k_0.001 - [INFO] - [E:142| 100]: Train Loss:0.0009569, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:39:33,015 - wikidata12k_0.001 - [INFO] - [E:142| 200]: Train Loss:0.00095739, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:40:37,255 - wikidata12k_0.001 - [INFO] - [E:142| 300]: Train Loss:0.00095597, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:41:41,451 - wikidata12k_0.001 - [INFO] - [E:142| 400]: Train Loss:0.00095562, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:42:45,709 - wikidata12k_0.001 - [INFO] - [E:142| 500]: Train Loss:0.00095489, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:43:49,978 - wikidata12k_0.001 - [INFO] - [E:142| 600]: Train Loss:0.00095501, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:44:54,220 - wikidata12k_0.001 - [INFO] - [E:142| 700]: Train Loss:0.00095516, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:45:58,451 - wikidata12k_0.001 - [INFO] - [E:142| 800]: Train Loss:0.00095533, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:47:02,688 - wikidata12k_0.001 - [INFO] - [E:142| 900]: Train Loss:0.00095545, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:48:06,943 - wikidata12k_0.001 - [INFO] - [E:142| 1000]: Train Loss:0.00095545, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:49:11,326 - wikidata12k_0.001 - [INFO] - [E:142| 1100]: Train Loss:0.00095543, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:50:15,498 - wikidata12k_0.001 - [INFO] - [E:142| 1200]: Train Loss:0.00095553, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:51:19,677 - wikidata12k_0.001 - [INFO] - [E:142| 1300]: Train Loss:0.0009555, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:52:23,979 - wikidata12k_0.001 - [INFO] - [E:142| 1400]: Train Loss:0.00095548, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:53:28,198 - wikidata12k_0.001 - [INFO] - [E:142| 1500]: Train Loss:0.00095555, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:54:32,425 - wikidata12k_0.001 - [INFO] - [E:142| 1600]: Train Loss:0.00095557, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:55:14,431 - wikidata12k_0.001 - [INFO] - [Epoch:142]: Training Loss:0.0009555 + +2023-05-29 01:55:14,653 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 01:55:36,500 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 01:55:49,118 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 01:56:11,051 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 01:56:23,551 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.48155, Head : 0.2827, Avg : 0.38212 + +2023-05-29 01:56:23,552 - wikidata12k_0.001 - [INFO] - [Epoch 142]: Training Loss: 0.00095553, Valid MRR: 0.41398, + + + +2023-05-29 01:56:24,209 - wikidata12k_0.001 - [INFO] - [E:143| 0]: Train Loss:0.0009678, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:57:28,493 - wikidata12k_0.001 - [INFO] - [E:143| 100]: Train Loss:0.00095703, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:58:32,692 - wikidata12k_0.001 - [INFO] - [E:143| 200]: Train Loss:0.00095564, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 01:59:36,955 - wikidata12k_0.001 - [INFO] - [E:143| 300]: Train Loss:0.00095534, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:00:41,169 - wikidata12k_0.001 - [INFO] - [E:143| 400]: Train Loss:0.00095492, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:01:45,384 - wikidata12k_0.001 - [INFO] - [E:143| 500]: Train Loss:0.00095441, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:02:49,623 - wikidata12k_0.001 - [INFO] - [E:143| 600]: Train Loss:0.0009543, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:03:53,968 - wikidata12k_0.001 - [INFO] - [E:143| 700]: Train Loss:0.00095433, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:04:58,250 - wikidata12k_0.001 - [INFO] - [E:143| 800]: Train Loss:0.00095469, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:06:02,631 - wikidata12k_0.001 - [INFO] - [E:143| 900]: Train Loss:0.00095442, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:07:06,864 - wikidata12k_0.001 - [INFO] - [E:143| 1000]: Train Loss:0.00095425, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:08:11,049 - wikidata12k_0.001 - [INFO] - [E:143| 1100]: Train Loss:0.00095432, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:09:15,292 - wikidata12k_0.001 - [INFO] - [E:143| 1200]: Train Loss:0.00095437, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:10:19,562 - wikidata12k_0.001 - [INFO] - [E:143| 1300]: Train Loss:0.00095432, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:11:23,742 - wikidata12k_0.001 - [INFO] - [E:143| 1400]: Train Loss:0.00095434, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:12:27,976 - wikidata12k_0.001 - [INFO] - [E:143| 1500]: Train Loss:0.00095455, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:13:32,061 - wikidata12k_0.001 - [INFO] - [E:143| 1600]: Train Loss:0.00095489, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:14:13,951 - wikidata12k_0.001 - [INFO] - [Epoch:143]: Training Loss:0.000955 + +2023-05-29 02:14:14,171 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 02:14:35,921 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 02:14:48,514 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 02:15:10,445 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 02:15:22,968 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.47843, Head : 0.29632, Avg : 0.38737 + +2023-05-29 02:15:22,968 - wikidata12k_0.001 - [INFO] - [Epoch 143]: Training Loss: 0.00095503, Valid MRR: 0.41398, + + + +2023-05-29 02:15:23,638 - wikidata12k_0.001 - [INFO] - [E:144| 0]: Train Loss:0.00094548, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:16:27,777 - wikidata12k_0.001 - [INFO] - [E:144| 100]: Train Loss:0.00094987, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:17:31,909 - wikidata12k_0.001 - [INFO] - [E:144| 200]: Train Loss:0.00095058, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:18:36,064 - wikidata12k_0.001 - [INFO] - [E:144| 300]: Train Loss:0.0009541, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:19:40,276 - wikidata12k_0.001 - [INFO] - [E:144| 400]: Train Loss:0.00095421, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:20:44,458 - wikidata12k_0.001 - [INFO] - [E:144| 500]: Train Loss:0.00095383, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:21:48,651 - wikidata12k_0.001 - [INFO] - [E:144| 600]: Train Loss:0.00095363, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:22:52,806 - wikidata12k_0.001 - [INFO] - [E:144| 700]: Train Loss:0.00095416, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:23:56,869 - wikidata12k_0.001 - [INFO] - [E:144| 800]: Train Loss:0.00095456, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:25:00,984 - wikidata12k_0.001 - [INFO] - [E:144| 900]: Train Loss:0.00095437, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:26:05,165 - wikidata12k_0.001 - [INFO] - [E:144| 1000]: Train Loss:0.00095461, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:27:09,266 - wikidata12k_0.001 - [INFO] - [E:144| 1100]: Train Loss:0.00095501, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:28:13,445 - wikidata12k_0.001 - [INFO] - [E:144| 1200]: Train Loss:0.00095509, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:29:17,652 - wikidata12k_0.001 - [INFO] - [E:144| 1300]: Train Loss:0.00095502, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:30:21,872 - wikidata12k_0.001 - [INFO] - [E:144| 1400]: Train Loss:0.00095495, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:31:25,953 - wikidata12k_0.001 - [INFO] - [E:144| 1500]: Train Loss:0.00095495, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:32:30,107 - wikidata12k_0.001 - [INFO] - [E:144| 1600]: Train Loss:0.00095482, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:33:12,003 - wikidata12k_0.001 - [INFO] - [Epoch:144]: Training Loss:0.0009549 + +2023-05-29 02:33:12,223 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 02:33:33,971 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 02:33:46,553 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 02:34:08,449 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 02:34:20,912 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.46857, Head : 0.27449, Avg : 0.37153 + +2023-05-29 02:34:20,912 - wikidata12k_0.001 - [INFO] - [Epoch 144]: Training Loss: 0.00095488, Valid MRR: 0.41398, + + + +2023-05-29 02:34:21,572 - wikidata12k_0.001 - [INFO] - [E:145| 0]: Train Loss:0.00093949, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:35:25,818 - wikidata12k_0.001 - [INFO] - [E:145| 100]: Train Loss:0.00095187, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:36:29,872 - wikidata12k_0.001 - [INFO] - [E:145| 200]: Train Loss:0.00095188, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:37:34,045 - wikidata12k_0.001 - [INFO] - [E:145| 300]: Train Loss:0.00095275, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:38:38,234 - wikidata12k_0.001 - [INFO] - [E:145| 400]: Train Loss:0.00095262, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:39:42,381 - wikidata12k_0.001 - [INFO] - [E:145| 500]: Train Loss:0.00095232, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:40:46,515 - wikidata12k_0.001 - [INFO] - [E:145| 600]: Train Loss:0.00095297, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:41:50,693 - wikidata12k_0.001 - [INFO] - [E:145| 700]: Train Loss:0.00095304, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:42:54,851 - wikidata12k_0.001 - [INFO] - [E:145| 800]: Train Loss:0.00095337, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:43:59,045 - wikidata12k_0.001 - [INFO] - [E:145| 900]: Train Loss:0.00095377, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:45:03,286 - wikidata12k_0.001 - [INFO] - [E:145| 1000]: Train Loss:0.00095372, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:46:07,425 - wikidata12k_0.001 - [INFO] - [E:145| 1100]: Train Loss:0.00095381, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:47:11,553 - wikidata12k_0.001 - [INFO] - [E:145| 1200]: Train Loss:0.00095415, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:48:15,767 - wikidata12k_0.001 - [INFO] - [E:145| 1300]: Train Loss:0.00095417, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:49:20,021 - wikidata12k_0.001 - [INFO] - [E:145| 1400]: Train Loss:0.00095432, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:50:24,102 - wikidata12k_0.001 - [INFO] - [E:145| 1500]: Train Loss:0.0009546, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:51:28,265 - wikidata12k_0.001 - [INFO] - [E:145| 1600]: Train Loss:0.00095479, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:52:10,265 - wikidata12k_0.001 - [INFO] - [Epoch:145]: Training Loss:0.0009549 + +2023-05-29 02:52:10,484 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 02:52:32,237 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 02:52:44,834 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 02:53:06,753 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 02:53:19,222 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.46904, Head : 0.26959, Avg : 0.36931 + +2023-05-29 02:53:19,223 - wikidata12k_0.001 - [INFO] - [Epoch 145]: Training Loss: 0.00095488, Valid MRR: 0.41398, + + + +2023-05-29 02:53:19,880 - wikidata12k_0.001 - [INFO] - [E:146| 0]: Train Loss:0.0010076, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:54:24,049 - wikidata12k_0.001 - [INFO] - [E:146| 100]: Train Loss:0.00095717, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:55:28,271 - wikidata12k_0.001 - [INFO] - [E:146| 200]: Train Loss:0.00095527, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:56:32,430 - wikidata12k_0.001 - [INFO] - [E:146| 300]: Train Loss:0.00095538, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:57:36,606 - wikidata12k_0.001 - [INFO] - [E:146| 400]: Train Loss:0.00095346, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:58:40,717 - wikidata12k_0.001 - [INFO] - [E:146| 500]: Train Loss:0.00095267, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 02:59:44,815 - wikidata12k_0.001 - [INFO] - [E:146| 600]: Train Loss:0.00095292, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:00:48,970 - wikidata12k_0.001 - [INFO] - [E:146| 700]: Train Loss:0.00095332, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:01:53,152 - wikidata12k_0.001 - [INFO] - [E:146| 800]: Train Loss:0.00095392, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:02:57,346 - wikidata12k_0.001 - [INFO] - [E:146| 900]: Train Loss:0.00095428, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:04:01,535 - wikidata12k_0.001 - [INFO] - [E:146| 1000]: Train Loss:0.00095477, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:05:05,681 - wikidata12k_0.001 - [INFO] - [E:146| 1100]: Train Loss:0.00095518, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:06:09,768 - wikidata12k_0.001 - [INFO] - [E:146| 1200]: Train Loss:0.00095509, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:07:18,036 - wikidata12k_0.001 - [INFO] - [E:146| 1300]: Train Loss:0.00095466, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:08:36,935 - wikidata12k_0.001 - [INFO] - [E:146| 1400]: Train Loss:0.00095458, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:09:52,821 - wikidata12k_0.001 - [INFO] - [E:146| 1500]: Train Loss:0.00095461, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:10:57,013 - wikidata12k_0.001 - [INFO] - [E:146| 1600]: Train Loss:0.00095476, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:11:39,021 - wikidata12k_0.001 - [INFO] - [Epoch:146]: Training Loss:0.0009546 + +2023-05-29 03:11:39,241 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 03:12:01,012 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 03:12:13,616 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 03:12:35,546 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 03:12:48,013 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.47381, Head : 0.29413, Avg : 0.38397 + +2023-05-29 03:12:48,013 - wikidata12k_0.001 - [INFO] - [Epoch 146]: Training Loss: 0.00095464, Valid MRR: 0.41398, + + + +2023-05-29 03:12:48,668 - wikidata12k_0.001 - [INFO] - [E:147| 0]: Train Loss:0.0009415, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:13:52,855 - wikidata12k_0.001 - [INFO] - [E:147| 100]: Train Loss:0.00095501, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:14:57,125 - wikidata12k_0.001 - [INFO] - [E:147| 200]: Train Loss:0.00095513, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:16:01,334 - wikidata12k_0.001 - [INFO] - [E:147| 300]: Train Loss:0.00095596, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:17:05,484 - wikidata12k_0.001 - [INFO] - [E:147| 400]: Train Loss:0.0009567, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:18:09,681 - wikidata12k_0.001 - [INFO] - [E:147| 500]: Train Loss:0.00095549, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:19:13,849 - wikidata12k_0.001 - [INFO] - [E:147| 600]: Train Loss:0.00095566, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:20:17,995 - wikidata12k_0.001 - [INFO] - [E:147| 700]: Train Loss:0.00095517, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:21:22,278 - wikidata12k_0.001 - [INFO] - [E:147| 800]: Train Loss:0.00095547, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:22:26,406 - wikidata12k_0.001 - [INFO] - [E:147| 900]: Train Loss:0.00095512, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:23:30,566 - wikidata12k_0.001 - [INFO] - [E:147| 1000]: Train Loss:0.00095492, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:24:34,841 - wikidata12k_0.001 - [INFO] - [E:147| 1100]: Train Loss:0.00095471, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:25:39,009 - wikidata12k_0.001 - [INFO] - [E:147| 1200]: Train Loss:0.00095464, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:26:43,118 - wikidata12k_0.001 - [INFO] - [E:147| 1300]: Train Loss:0.00095461, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:27:47,355 - wikidata12k_0.001 - [INFO] - [E:147| 1400]: Train Loss:0.00095486, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:28:51,581 - wikidata12k_0.001 - [INFO] - [E:147| 1500]: Train Loss:0.00095479, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:29:55,854 - wikidata12k_0.001 - [INFO] - [E:147| 1600]: Train Loss:0.00095477, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:30:38,031 - wikidata12k_0.001 - [INFO] - [Epoch:147]: Training Loss:0.0009547 + +2023-05-29 03:30:38,254 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 03:31:00,163 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 03:31:12,889 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 03:31:35,011 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 03:31:47,478 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.4677, Head : 0.29444, Avg : 0.38107 + +2023-05-29 03:31:47,478 - wikidata12k_0.001 - [INFO] - [Epoch 147]: Training Loss: 0.0009547, Valid MRR: 0.41398, + + + +2023-05-29 03:31:48,134 - wikidata12k_0.001 - [INFO] - [E:148| 0]: Train Loss:0.00094044, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:32:52,312 - wikidata12k_0.001 - [INFO] - [E:148| 100]: Train Loss:0.00095437, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:33:56,508 - wikidata12k_0.001 - [INFO] - [E:148| 200]: Train Loss:0.00095334, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:35:00,724 - wikidata12k_0.001 - [INFO] - [E:148| 300]: Train Loss:0.00095447, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:36:05,095 - wikidata12k_0.001 - [INFO] - [E:148| 400]: Train Loss:0.00095407, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:37:09,667 - wikidata12k_0.001 - [INFO] - [E:148| 500]: Train Loss:0.00095406, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:38:14,228 - wikidata12k_0.001 - [INFO] - [E:148| 600]: Train Loss:0.00095452, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:39:18,468 - wikidata12k_0.001 - [INFO] - [E:148| 700]: Train Loss:0.00095472, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:40:22,748 - wikidata12k_0.001 - [INFO] - [E:148| 800]: Train Loss:0.00095463, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:41:27,075 - wikidata12k_0.001 - [INFO] - [E:148| 900]: Train Loss:0.00095524, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:42:31,233 - wikidata12k_0.001 - [INFO] - [E:148| 1000]: Train Loss:0.00095479, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:43:35,363 - wikidata12k_0.001 - [INFO] - [E:148| 1100]: Train Loss:0.00095458, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:44:39,585 - wikidata12k_0.001 - [INFO] - [E:148| 1200]: Train Loss:0.00095429, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:45:43,745 - wikidata12k_0.001 - [INFO] - [E:148| 1300]: Train Loss:0.00095411, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:46:48,196 - wikidata12k_0.001 - [INFO] - [E:148| 1400]: Train Loss:0.00095431, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:47:52,841 - wikidata12k_0.001 - [INFO] - [E:148| 1500]: Train Loss:0.00095432, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:48:57,414 - wikidata12k_0.001 - [INFO] - [E:148| 1600]: Train Loss:0.00095443, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:49:39,383 - wikidata12k_0.001 - [INFO] - [Epoch:148]: Training Loss:0.0009544 + +2023-05-29 03:49:39,604 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 03:50:01,390 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 03:50:14,003 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 03:50:36,005 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 03:50:49,294 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.47689, Head : 0.32676, Avg : 0.40182 + +2023-05-29 03:50:49,294 - wikidata12k_0.001 - [INFO] - [Epoch 148]: Training Loss: 0.00095436, Valid MRR: 0.41398, + + + +2023-05-29 03:50:49,950 - wikidata12k_0.001 - [INFO] - [E:149| 0]: Train Loss:0.00092221, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:51:54,313 - wikidata12k_0.001 - [INFO] - [E:149| 100]: Train Loss:0.00095253, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:52:58,971 - wikidata12k_0.001 - [INFO] - [E:149| 200]: Train Loss:0.00095221, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:54:03,753 - wikidata12k_0.001 - [INFO] - [E:149| 300]: Train Loss:0.00095273, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:55:07,987 - wikidata12k_0.001 - [INFO] - [E:149| 400]: Train Loss:0.00095238, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:56:12,203 - wikidata12k_0.001 - [INFO] - [E:149| 500]: Train Loss:0.00095234, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:57:16,450 - wikidata12k_0.001 - [INFO] - [E:149| 600]: Train Loss:0.00095253, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:58:20,766 - wikidata12k_0.001 - [INFO] - [E:149| 700]: Train Loss:0.00095266, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 03:59:24,921 - wikidata12k_0.001 - [INFO] - [E:149| 800]: Train Loss:0.00095294, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:00:29,109 - wikidata12k_0.001 - [INFO] - [E:149| 900]: Train Loss:0.00095299, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:01:33,361 - wikidata12k_0.001 - [INFO] - [E:149| 1000]: Train Loss:0.00095313, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:02:37,599 - wikidata12k_0.001 - [INFO] - [E:149| 1100]: Train Loss:0.00095317, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:03:41,795 - wikidata12k_0.001 - [INFO] - [E:149| 1200]: Train Loss:0.00095332, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:04:45,967 - wikidata12k_0.001 - [INFO] - [E:149| 1300]: Train Loss:0.00095335, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:05:50,138 - wikidata12k_0.001 - [INFO] - [E:149| 1400]: Train Loss:0.00095361, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:06:54,268 - wikidata12k_0.001 - [INFO] - [E:149| 1500]: Train Loss:0.00095367, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:07:58,497 - wikidata12k_0.001 - [INFO] - [E:149| 1600]: Train Loss:0.00095381, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:08:40,433 - wikidata12k_0.001 - [INFO] - [Epoch:149]: Training Loss:0.000954 + +2023-05-29 04:08:40,653 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 04:09:02,412 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 04:09:15,004 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 04:09:36,940 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 04:09:49,399 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.48251, Head : 0.2871, Avg : 0.3848 + MR: Tail : 949.69, Head : 1041.6, Avg : 995.63 + Hit-1: Tail : 0.39766, Head : 0.16573, Avg : 0.2817 + Hit-3: Tail : 0.53568, Head : 0.3603, Avg : 0.44799 + Hit-10: Tail : 0.62812, Head : 0.50153, Avg : 0.56483 +2023-05-29 04:09:49,400 - wikidata12k_0.001 - [INFO] - [Epoch 149]: Training Loss: 0.000954, Valid MRR: 0.41398, + + + +2023-05-29 04:09:50,056 - wikidata12k_0.001 - [INFO] - [E:150| 0]: Train Loss:0.0009306, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:10:54,202 - wikidata12k_0.001 - [INFO] - [E:150| 100]: Train Loss:0.00095739, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:11:58,426 - wikidata12k_0.001 - [INFO] - [E:150| 200]: Train Loss:0.0009564, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:13:02,550 - wikidata12k_0.001 - [INFO] - [E:150| 300]: Train Loss:0.00095345, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:14:06,949 - wikidata12k_0.001 - [INFO] - [E:150| 400]: Train Loss:0.0009533, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:15:11,631 - wikidata12k_0.001 - [INFO] - [E:150| 500]: Train Loss:0.00095364, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:16:16,070 - wikidata12k_0.001 - [INFO] - [E:150| 600]: Train Loss:0.00095378, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:17:20,182 - wikidata12k_0.001 - [INFO] - [E:150| 700]: Train Loss:0.00095412, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:18:24,326 - wikidata12k_0.001 - [INFO] - [E:150| 800]: Train Loss:0.00095378, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:19:28,479 - wikidata12k_0.001 - [INFO] - [E:150| 900]: Train Loss:0.00095366, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:20:32,624 - wikidata12k_0.001 - [INFO] - [E:150| 1000]: Train Loss:0.00095362, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:21:36,865 - wikidata12k_0.001 - [INFO] - [E:150| 1100]: Train Loss:0.00095366, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:22:41,020 - wikidata12k_0.001 - [INFO] - [E:150| 1200]: Train Loss:0.00095368, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:23:45,287 - wikidata12k_0.001 - [INFO] - [E:150| 1300]: Train Loss:0.00095366, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:24:49,571 - wikidata12k_0.001 - [INFO] - [E:150| 1400]: Train Loss:0.00095374, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:25:54,214 - wikidata12k_0.001 - [INFO] - [E:150| 1500]: Train Loss:0.00095396, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:26:58,715 - wikidata12k_0.001 - [INFO] - [E:150| 1600]: Train Loss:0.00095396, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:27:40,643 - wikidata12k_0.001 - [INFO] - [Epoch:150]: Training Loss:0.000954 + +2023-05-29 04:27:40,864 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 04:28:02,677 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 04:28:15,269 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 04:28:37,200 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 04:28:49,670 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.48326, Head : 0.32002, Avg : 0.40164 + +2023-05-29 04:28:49,670 - wikidata12k_0.001 - [INFO] - [Epoch 150]: Training Loss: 0.00095402, Valid MRR: 0.41398, + + + +2023-05-29 04:28:50,342 - wikidata12k_0.001 - [INFO] - [E:151| 0]: Train Loss:0.00092975, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:29:54,495 - wikidata12k_0.001 - [INFO] - [E:151| 100]: Train Loss:0.00095106, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:30:58,735 - wikidata12k_0.001 - [INFO] - [E:151| 200]: Train Loss:0.00094957, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:32:02,956 - wikidata12k_0.001 - [INFO] - [E:151| 300]: Train Loss:0.00095095, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:33:07,184 - wikidata12k_0.001 - [INFO] - [E:151| 400]: Train Loss:0.00095167, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:34:11,392 - wikidata12k_0.001 - [INFO] - [E:151| 500]: Train Loss:0.0009523, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:35:15,525 - wikidata12k_0.001 - [INFO] - [E:151| 600]: Train Loss:0.00095264, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:36:19,826 - wikidata12k_0.001 - [INFO] - [E:151| 700]: Train Loss:0.00095229, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:37:24,048 - wikidata12k_0.001 - [INFO] - [E:151| 800]: Train Loss:0.00095281, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:38:28,220 - wikidata12k_0.001 - [INFO] - [E:151| 900]: Train Loss:0.00095325, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:39:32,361 - wikidata12k_0.001 - [INFO] - [E:151| 1000]: Train Loss:0.00095346, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:40:36,684 - wikidata12k_0.001 - [INFO] - [E:151| 1100]: Train Loss:0.00095333, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:41:40,768 - wikidata12k_0.001 - [INFO] - [E:151| 1200]: Train Loss:0.00095328, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:42:45,018 - wikidata12k_0.001 - [INFO] - [E:151| 1300]: Train Loss:0.00095328, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:43:49,274 - wikidata12k_0.001 - [INFO] - [E:151| 1400]: Train Loss:0.00095356, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:44:53,439 - wikidata12k_0.001 - [INFO] - [E:151| 1500]: Train Loss:0.00095355, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:45:57,632 - wikidata12k_0.001 - [INFO] - [E:151| 1600]: Train Loss:0.00095362, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:46:39,635 - wikidata12k_0.001 - [INFO] - [Epoch:151]: Training Loss:0.0009537 + +2023-05-29 04:46:39,854 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 04:47:01,599 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 04:47:14,178 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 04:47:36,123 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 04:47:48,583 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.48363, Head : 0.26921, Avg : 0.37642 + +2023-05-29 04:47:48,583 - wikidata12k_0.001 - [INFO] - [Epoch 151]: Training Loss: 0.00095373, Valid MRR: 0.41398, + + + +2023-05-29 04:47:49,239 - wikidata12k_0.001 - [INFO] - [E:152| 0]: Train Loss:0.00096346, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:48:53,440 - wikidata12k_0.001 - [INFO] - [E:152| 100]: Train Loss:0.00095395, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:49:57,749 - wikidata12k_0.001 - [INFO] - [E:152| 200]: Train Loss:0.00095194, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:51:01,916 - wikidata12k_0.001 - [INFO] - [E:152| 300]: Train Loss:0.00095072, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:52:06,044 - wikidata12k_0.001 - [INFO] - [E:152| 400]: Train Loss:0.00095194, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:53:10,174 - wikidata12k_0.001 - [INFO] - [E:152| 500]: Train Loss:0.00095255, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:54:14,314 - wikidata12k_0.001 - [INFO] - [E:152| 600]: Train Loss:0.00095249, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:55:18,408 - wikidata12k_0.001 - [INFO] - [E:152| 700]: Train Loss:0.00095276, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:56:22,608 - wikidata12k_0.001 - [INFO] - [E:152| 800]: Train Loss:0.00095351, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:57:26,839 - wikidata12k_0.001 - [INFO] - [E:152| 900]: Train Loss:0.00095332, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:58:31,035 - wikidata12k_0.001 - [INFO] - [E:152| 1000]: Train Loss:0.00095346, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 04:59:35,273 - wikidata12k_0.001 - [INFO] - [E:152| 1100]: Train Loss:0.00095358, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:00:39,470 - wikidata12k_0.001 - [INFO] - [E:152| 1200]: Train Loss:0.00095379, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:01:43,608 - wikidata12k_0.001 - [INFO] - [E:152| 1300]: Train Loss:0.00095395, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:02:47,760 - wikidata12k_0.001 - [INFO] - [E:152| 1400]: Train Loss:0.00095425, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:03:52,019 - wikidata12k_0.001 - [INFO] - [E:152| 1500]: Train Loss:0.00095415, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:04:56,158 - wikidata12k_0.001 - [INFO] - [E:152| 1600]: Train Loss:0.0009543, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:05:38,096 - wikidata12k_0.001 - [INFO] - [Epoch:152]: Training Loss:0.0009542 + +2023-05-29 05:05:38,316 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 05:06:00,048 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 05:06:12,632 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 05:06:34,597 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 05:06:47,076 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.49062, Head : 0.29772, Avg : 0.39417 + +2023-05-29 05:06:47,076 - wikidata12k_0.001 - [INFO] - [Epoch 152]: Training Loss: 0.00095422, Valid MRR: 0.41398, + + + +2023-05-29 05:06:47,732 - wikidata12k_0.001 - [INFO] - [E:153| 0]: Train Loss:0.0009494, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:07:51,840 - wikidata12k_0.001 - [INFO] - [E:153| 100]: Train Loss:0.000955, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:08:56,003 - wikidata12k_0.001 - [INFO] - [E:153| 200]: Train Loss:0.00095189, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:10:00,197 - wikidata12k_0.001 - [INFO] - [E:153| 300]: Train Loss:0.00095118, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:11:04,400 - wikidata12k_0.001 - [INFO] - [E:153| 400]: Train Loss:0.00095186, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:12:08,514 - wikidata12k_0.001 - [INFO] - [E:153| 500]: Train Loss:0.00095126, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:13:12,698 - wikidata12k_0.001 - [INFO] - [E:153| 600]: Train Loss:0.00095202, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:14:16,820 - wikidata12k_0.001 - [INFO] - [E:153| 700]: Train Loss:0.00095227, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:15:20,943 - wikidata12k_0.001 - [INFO] - [E:153| 800]: Train Loss:0.00095233, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:16:25,054 - wikidata12k_0.001 - [INFO] - [E:153| 900]: Train Loss:0.00095317, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:17:29,248 - wikidata12k_0.001 - [INFO] - [E:153| 1000]: Train Loss:0.00095322, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:18:33,469 - wikidata12k_0.001 - [INFO] - [E:153| 1100]: Train Loss:0.00095305, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:19:37,650 - wikidata12k_0.001 - [INFO] - [E:153| 1200]: Train Loss:0.00095305, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:20:41,970 - wikidata12k_0.001 - [INFO] - [E:153| 1300]: Train Loss:0.00095317, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:21:46,110 - wikidata12k_0.001 - [INFO] - [E:153| 1400]: Train Loss:0.000953, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:22:50,292 - wikidata12k_0.001 - [INFO] - [E:153| 1500]: Train Loss:0.00095308, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:23:54,578 - wikidata12k_0.001 - [INFO] - [E:153| 1600]: Train Loss:0.00095319, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:24:36,484 - wikidata12k_0.001 - [INFO] - [Epoch:153]: Training Loss:0.0009535 + +2023-05-29 05:24:36,706 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 05:24:58,440 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 05:25:11,025 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 05:25:32,920 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 05:25:45,386 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.47841, Head : 0.30886, Avg : 0.39364 + +2023-05-29 05:25:45,386 - wikidata12k_0.001 - [INFO] - [Epoch 153]: Training Loss: 0.00095351, Valid MRR: 0.41398, + + + +2023-05-29 05:25:46,041 - wikidata12k_0.001 - [INFO] - [E:154| 0]: Train Loss:0.00099295, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:26:50,258 - wikidata12k_0.001 - [INFO] - [E:154| 100]: Train Loss:0.00095647, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:27:54,345 - wikidata12k_0.001 - [INFO] - [E:154| 200]: Train Loss:0.00095354, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:28:58,555 - wikidata12k_0.001 - [INFO] - [E:154| 300]: Train Loss:0.00095361, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:30:02,804 - wikidata12k_0.001 - [INFO] - [E:154| 400]: Train Loss:0.00095244, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:31:06,877 - wikidata12k_0.001 - [INFO] - [E:154| 500]: Train Loss:0.00095268, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:32:10,933 - wikidata12k_0.001 - [INFO] - [E:154| 600]: Train Loss:0.00095286, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:33:15,089 - wikidata12k_0.001 - [INFO] - [E:154| 700]: Train Loss:0.00095377, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:34:19,227 - wikidata12k_0.001 - [INFO] - [E:154| 800]: Train Loss:0.00095398, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:35:23,410 - wikidata12k_0.001 - [INFO] - [E:154| 900]: Train Loss:0.0009539, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:36:27,531 - wikidata12k_0.001 - [INFO] - [E:154| 1000]: Train Loss:0.000954, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:37:31,767 - wikidata12k_0.001 - [INFO] - [E:154| 1100]: Train Loss:0.00095412, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:38:35,901 - wikidata12k_0.001 - [INFO] - [E:154| 1200]: Train Loss:0.00095393, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:39:40,003 - wikidata12k_0.001 - [INFO] - [E:154| 1300]: Train Loss:0.000954, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:40:44,134 - wikidata12k_0.001 - [INFO] - [E:154| 1400]: Train Loss:0.00095404, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:41:48,241 - wikidata12k_0.001 - [INFO] - [E:154| 1500]: Train Loss:0.00095423, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:42:52,313 - wikidata12k_0.001 - [INFO] - [E:154| 1600]: Train Loss:0.00095397, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:43:34,259 - wikidata12k_0.001 - [INFO] - [Epoch:154]: Training Loss:0.0009538 + +2023-05-29 05:43:34,479 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 05:43:56,210 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 05:44:08,802 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 05:44:30,709 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 05:44:43,178 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.48127, Head : 0.25463, Avg : 0.36795 + +2023-05-29 05:44:43,178 - wikidata12k_0.001 - [INFO] - [Epoch 154]: Training Loss: 0.00095378, Valid MRR: 0.41398, + + + +2023-05-29 05:44:43,834 - wikidata12k_0.001 - [INFO] - [E:155| 0]: Train Loss:0.00095451, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:45:47,976 - wikidata12k_0.001 - [INFO] - [E:155| 100]: Train Loss:0.00095266, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:46:52,160 - wikidata12k_0.001 - [INFO] - [E:155| 200]: Train Loss:0.00095036, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:47:56,294 - wikidata12k_0.001 - [INFO] - [E:155| 300]: Train Loss:0.00095057, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:49:00,365 - wikidata12k_0.001 - [INFO] - [E:155| 400]: Train Loss:0.00095135, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:50:04,522 - wikidata12k_0.001 - [INFO] - [E:155| 500]: Train Loss:0.00095178, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:51:08,657 - wikidata12k_0.001 - [INFO] - [E:155| 600]: Train Loss:0.00095167, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:52:12,809 - wikidata12k_0.001 - [INFO] - [E:155| 700]: Train Loss:0.00095215, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:53:16,932 - wikidata12k_0.001 - [INFO] - [E:155| 800]: Train Loss:0.00095213, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:54:21,168 - wikidata12k_0.001 - [INFO] - [E:155| 900]: Train Loss:0.00095212, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:55:25,309 - wikidata12k_0.001 - [INFO] - [E:155| 1000]: Train Loss:0.00095203, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:56:29,343 - wikidata12k_0.001 - [INFO] - [E:155| 1100]: Train Loss:0.00095216, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:57:33,512 - wikidata12k_0.001 - [INFO] - [E:155| 1200]: Train Loss:0.00095207, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:58:37,712 - wikidata12k_0.001 - [INFO] - [E:155| 1300]: Train Loss:0.00095221, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 05:59:41,878 - wikidata12k_0.001 - [INFO] - [E:155| 1400]: Train Loss:0.00095249, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:00:45,971 - wikidata12k_0.001 - [INFO] - [E:155| 1500]: Train Loss:0.00095279, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:01:50,269 - wikidata12k_0.001 - [INFO] - [E:155| 1600]: Train Loss:0.00095294, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:02:36,795 - wikidata12k_0.001 - [INFO] - [Epoch:155]: Training Loss:0.000953 + +2023-05-29 06:02:37,015 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 06:03:04,029 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 06:03:16,618 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 06:03:38,607 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 06:03:51,056 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.49181, Head : 0.33207, Avg : 0.41194 + +2023-05-29 06:03:51,057 - wikidata12k_0.001 - [INFO] - [Epoch 155]: Training Loss: 0.00095301, Valid MRR: 0.41398, + + + +2023-05-29 06:03:51,711 - wikidata12k_0.001 - [INFO] - [E:156| 0]: Train Loss:0.00092692, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:04:55,857 - wikidata12k_0.001 - [INFO] - [E:156| 100]: Train Loss:0.00095443, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:05:59,896 - wikidata12k_0.001 - [INFO] - [E:156| 200]: Train Loss:0.00095495, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:07:04,084 - wikidata12k_0.001 - [INFO] - [E:156| 300]: Train Loss:0.00095521, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:08:08,331 - wikidata12k_0.001 - [INFO] - [E:156| 400]: Train Loss:0.00095363, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:09:17,261 - wikidata12k_0.001 - [INFO] - [E:156| 500]: Train Loss:0.00095357, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:10:23,619 - wikidata12k_0.001 - [INFO] - [E:156| 600]: Train Loss:0.00095404, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:11:35,397 - wikidata12k_0.001 - [INFO] - [E:156| 700]: Train Loss:0.00095382, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:12:39,413 - wikidata12k_0.001 - [INFO] - [E:156| 800]: Train Loss:0.00095358, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:13:43,467 - wikidata12k_0.001 - [INFO] - [E:156| 900]: Train Loss:0.00095399, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:14:47,540 - wikidata12k_0.001 - [INFO] - [E:156| 1000]: Train Loss:0.00095358, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:15:51,658 - wikidata12k_0.001 - [INFO] - [E:156| 1100]: Train Loss:0.00095361, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:16:55,792 - wikidata12k_0.001 - [INFO] - [E:156| 1200]: Train Loss:0.00095334, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:18:00,007 - wikidata12k_0.001 - [INFO] - [E:156| 1300]: Train Loss:0.00095341, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:19:04,123 - wikidata12k_0.001 - [INFO] - [E:156| 1400]: Train Loss:0.00095333, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:20:08,270 - wikidata12k_0.001 - [INFO] - [E:156| 1500]: Train Loss:0.0009532, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:21:12,413 - wikidata12k_0.001 - [INFO] - [E:156| 1600]: Train Loss:0.00095305, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:21:54,290 - wikidata12k_0.001 - [INFO] - [Epoch:156]: Training Loss:0.0009531 + +2023-05-29 06:21:54,510 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 06:22:16,225 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 06:22:28,802 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 06:22:50,709 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 06:23:03,160 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.48055, Head : 0.22961, Avg : 0.35508 + +2023-05-29 06:23:03,160 - wikidata12k_0.001 - [INFO] - [Epoch 156]: Training Loss: 0.00095307, Valid MRR: 0.41398, + + + +2023-05-29 06:23:03,813 - wikidata12k_0.001 - [INFO] - [E:157| 0]: Train Loss:0.00096557, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:24:07,950 - wikidata12k_0.001 - [INFO] - [E:157| 100]: Train Loss:0.00095256, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:25:12,119 - wikidata12k_0.001 - [INFO] - [E:157| 200]: Train Loss:0.0009533, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:26:16,282 - wikidata12k_0.001 - [INFO] - [E:157| 300]: Train Loss:0.00095338, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:27:20,429 - wikidata12k_0.001 - [INFO] - [E:157| 400]: Train Loss:0.00095299, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:28:25,108 - wikidata12k_0.001 - [INFO] - [E:157| 500]: Train Loss:0.00095191, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:29:38,727 - wikidata12k_0.001 - [INFO] - [E:157| 600]: Train Loss:0.00095115, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:30:42,909 - wikidata12k_0.001 - [INFO] - [E:157| 700]: Train Loss:0.00095168, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:31:46,991 - wikidata12k_0.001 - [INFO] - [E:157| 800]: Train Loss:0.00095218, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:32:51,081 - wikidata12k_0.001 - [INFO] - [E:157| 900]: Train Loss:0.00095232, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:33:55,239 - wikidata12k_0.001 - [INFO] - [E:157| 1000]: Train Loss:0.00095233, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:34:59,342 - wikidata12k_0.001 - [INFO] - [E:157| 1100]: Train Loss:0.00095296, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:36:04,049 - wikidata12k_0.001 - [INFO] - [E:157| 1200]: Train Loss:0.00095349, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:37:29,155 - wikidata12k_0.001 - [INFO] - [E:157| 1300]: Train Loss:0.00095355, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:38:45,779 - wikidata12k_0.001 - [INFO] - [E:157| 1400]: Train Loss:0.00095337, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:39:49,926 - wikidata12k_0.001 - [INFO] - [E:157| 1500]: Train Loss:0.00095337, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:40:54,082 - wikidata12k_0.001 - [INFO] - [E:157| 1600]: Train Loss:0.0009534, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:41:35,953 - wikidata12k_0.001 - [INFO] - [Epoch:157]: Training Loss:0.0009534 + +2023-05-29 06:41:36,174 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 06:41:58,206 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 06:42:10,835 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 06:42:41,215 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 06:42:59,405 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.47616, Head : 0.32109, Avg : 0.39862 + +2023-05-29 06:42:59,405 - wikidata12k_0.001 - [INFO] - [Epoch 157]: Training Loss: 0.00095336, Valid MRR: 0.41398, + + + +2023-05-29 06:43:00,341 - wikidata12k_0.001 - [INFO] - [E:158| 0]: Train Loss:0.00092489, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:44:32,586 - wikidata12k_0.001 - [INFO] - [E:158| 100]: Train Loss:0.00095555, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:45:49,817 - wikidata12k_0.001 - [INFO] - [E:158| 200]: Train Loss:0.00095351, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:47:28,844 - wikidata12k_0.001 - [INFO] - [E:158| 300]: Train Loss:0.00095271, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:48:43,521 - wikidata12k_0.001 - [INFO] - [E:158| 400]: Train Loss:0.00095327, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:50:27,365 - wikidata12k_0.001 - [INFO] - [E:158| 500]: Train Loss:0.00095341, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:51:43,451 - wikidata12k_0.001 - [INFO] - [E:158| 600]: Train Loss:0.00095365, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:53:47,834 - wikidata12k_0.001 - [INFO] - [E:158| 700]: Train Loss:0.00095305, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:55:52,258 - wikidata12k_0.001 - [INFO] - [E:158| 800]: Train Loss:0.00095339, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 06:57:56,529 - wikidata12k_0.001 - [INFO] - [E:158| 900]: Train Loss:0.00095318, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:00:04,669 - wikidata12k_0.001 - [INFO] - [E:158| 1000]: Train Loss:0.00095298, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:02:10,933 - wikidata12k_0.001 - [INFO] - [E:158| 1100]: Train Loss:0.00095302, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:04:15,433 - wikidata12k_0.001 - [INFO] - [E:158| 1200]: Train Loss:0.00095306, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:06:20,314 - wikidata12k_0.001 - [INFO] - [E:158| 1300]: Train Loss:0.00095298, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:08:24,904 - wikidata12k_0.001 - [INFO] - [E:158| 1400]: Train Loss:0.00095288, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:10:29,451 - wikidata12k_0.001 - [INFO] - [E:158| 1500]: Train Loss:0.00095276, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:12:34,081 - wikidata12k_0.001 - [INFO] - [E:158| 1600]: Train Loss:0.00095297, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:13:55,153 - wikidata12k_0.001 - [INFO] - [Epoch:158]: Training Loss:0.000953 + +2023-05-29 07:13:55,537 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 07:14:39,540 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 07:15:05,066 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 07:15:49,039 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 07:16:14,181 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.47549, Head : 0.26414, Avg : 0.36982 + +2023-05-29 07:16:14,181 - wikidata12k_0.001 - [INFO] - [Epoch 158]: Training Loss: 0.00095301, Valid MRR: 0.41398, + + + +2023-05-29 07:16:15,459 - wikidata12k_0.001 - [INFO] - [E:159| 0]: Train Loss:0.00092625, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:18:19,728 - wikidata12k_0.001 - [INFO] - [E:159| 100]: Train Loss:0.00095017, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:20:23,947 - wikidata12k_0.001 - [INFO] - [E:159| 200]: Train Loss:0.00095134, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:22:28,662 - wikidata12k_0.001 - [INFO] - [E:159| 300]: Train Loss:0.0009521, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:24:33,565 - wikidata12k_0.001 - [INFO] - [E:159| 400]: Train Loss:0.00095213, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:26:42,210 - wikidata12k_0.001 - [INFO] - [E:159| 500]: Train Loss:0.0009524, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:28:52,207 - wikidata12k_0.001 - [INFO] - [E:159| 600]: Train Loss:0.0009528, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:30:59,395 - wikidata12k_0.001 - [INFO] - [E:159| 700]: Train Loss:0.00095272, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:33:04,181 - wikidata12k_0.001 - [INFO] - [E:159| 800]: Train Loss:0.00095324, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:35:08,864 - wikidata12k_0.001 - [INFO] - [E:159| 900]: Train Loss:0.00095327, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:37:13,791 - wikidata12k_0.001 - [INFO] - [E:159| 1000]: Train Loss:0.00095324, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:39:18,529 - wikidata12k_0.001 - [INFO] - [E:159| 1100]: Train Loss:0.00095336, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:41:23,283 - wikidata12k_0.001 - [INFO] - [E:159| 1200]: Train Loss:0.00095292, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:43:27,680 - wikidata12k_0.001 - [INFO] - [E:159| 1300]: Train Loss:0.00095316, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:45:32,311 - wikidata12k_0.001 - [INFO] - [E:159| 1400]: Train Loss:0.00095289, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:47:36,988 - wikidata12k_0.001 - [INFO] - [E:159| 1500]: Train Loss:0.00095296, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:49:41,665 - wikidata12k_0.001 - [INFO] - [E:159| 1600]: Train Loss:0.00095279, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:51:02,814 - wikidata12k_0.001 - [INFO] - [Epoch:159]: Training Loss:0.0009529 + +2023-05-29 07:51:03,293 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 07:51:47,403 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 07:52:12,941 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 07:52:56,974 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 07:53:22,241 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.47984, Head : 0.26902, Avg : 0.37443 + MR: Tail : 960.26, Head : 1039.5, Avg : 999.88 + Hit-1: Tail : 0.39865, Head : 0.15276, Avg : 0.27571 + Hit-3: Tail : 0.52717, Head : 0.33571, Avg : 0.43144 + Hit-10: Tail : 0.62203, Head : 0.495, Avg : 0.55852 +2023-05-29 07:53:22,241 - wikidata12k_0.001 - [INFO] - [Epoch 159]: Training Loss: 0.00095294, Valid MRR: 0.41398, + + + +2023-05-29 07:53:23,467 - wikidata12k_0.001 - [INFO] - [E:160| 0]: Train Loss:0.00092631, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:55:28,311 - wikidata12k_0.001 - [INFO] - [E:160| 100]: Train Loss:0.00094959, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:57:33,039 - wikidata12k_0.001 - [INFO] - [E:160| 200]: Train Loss:0.00095116, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 07:59:37,901 - wikidata12k_0.001 - [INFO] - [E:160| 300]: Train Loss:0.00095264, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:01:42,742 - wikidata12k_0.001 - [INFO] - [E:160| 400]: Train Loss:0.00095263, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:03:47,479 - wikidata12k_0.001 - [INFO] - [E:160| 500]: Train Loss:0.00095225, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:05:52,209 - wikidata12k_0.001 - [INFO] - [E:160| 600]: Train Loss:0.00095189, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:07:41,068 - wikidata12k_0.001 - [INFO] - [E:160| 700]: Train Loss:0.00095156, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:09:25,156 - wikidata12k_0.001 - [INFO] - [E:160| 800]: Train Loss:0.00095196, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:11:09,197 - wikidata12k_0.001 - [INFO] - [E:160| 900]: Train Loss:0.00095223, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:12:53,484 - wikidata12k_0.001 - [INFO] - [E:160| 1000]: Train Loss:0.00095193, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:14:42,319 - wikidata12k_0.001 - [INFO] - [E:160| 1100]: Train Loss:0.00095221, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:16:46,736 - wikidata12k_0.001 - [INFO] - [E:160| 1200]: Train Loss:0.00095241, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:18:51,347 - wikidata12k_0.001 - [INFO] - [E:160| 1300]: Train Loss:0.00095237, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:20:55,804 - wikidata12k_0.001 - [INFO] - [E:160| 1400]: Train Loss:0.00095219, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:23:00,707 - wikidata12k_0.001 - [INFO] - [E:160| 1500]: Train Loss:0.00095254, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:25:05,424 - wikidata12k_0.001 - [INFO] - [E:160| 1600]: Train Loss:0.00095266, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:26:26,982 - wikidata12k_0.001 - [INFO] - [Epoch:160]: Training Loss:0.0009526 + +2023-05-29 08:26:27,467 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 08:27:11,564 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 08:27:37,003 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 08:28:21,284 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 08:28:46,545 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.48108, Head : 0.25879, Avg : 0.36994 + +2023-05-29 08:28:46,546 - wikidata12k_0.001 - [INFO] - [Epoch 160]: Training Loss: 0.00095256, Valid MRR: 0.41398, + + + +2023-05-29 08:28:47,782 - wikidata12k_0.001 - [INFO] - [E:161| 0]: Train Loss:0.00093803, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:30:52,607 - wikidata12k_0.001 - [INFO] - [E:161| 100]: Train Loss:0.00095171, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:32:57,366 - wikidata12k_0.001 - [INFO] - [E:161| 200]: Train Loss:0.00095312, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:35:02,121 - wikidata12k_0.001 - [INFO] - [E:161| 300]: Train Loss:0.0009522, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:37:06,754 - wikidata12k_0.001 - [INFO] - [E:161| 400]: Train Loss:0.00095353, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:39:11,448 - wikidata12k_0.001 - [INFO] - [E:161| 500]: Train Loss:0.00095347, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:41:16,357 - wikidata12k_0.001 - [INFO] - [E:161| 600]: Train Loss:0.0009531, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:43:20,967 - wikidata12k_0.001 - [INFO] - [E:161| 700]: Train Loss:0.00095356, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:45:26,089 - wikidata12k_0.001 - [INFO] - [E:161| 800]: Train Loss:0.00095316, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:47:30,778 - wikidata12k_0.001 - [INFO] - [E:161| 900]: Train Loss:0.00095329, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:49:35,403 - wikidata12k_0.001 - [INFO] - [E:161| 1000]: Train Loss:0.00095318, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:51:40,261 - wikidata12k_0.001 - [INFO] - [E:161| 1100]: Train Loss:0.00095333, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:53:44,803 - wikidata12k_0.001 - [INFO] - [E:161| 1200]: Train Loss:0.00095308, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:55:49,499 - wikidata12k_0.001 - [INFO] - [E:161| 1300]: Train Loss:0.000953, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:57:54,128 - wikidata12k_0.001 - [INFO] - [E:161| 1400]: Train Loss:0.00095283, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 08:59:58,731 - wikidata12k_0.001 - [INFO] - [E:161| 1500]: Train Loss:0.00095252, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:02:03,277 - wikidata12k_0.001 - [INFO] - [E:161| 1600]: Train Loss:0.00095246, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:03:24,746 - wikidata12k_0.001 - [INFO] - [Epoch:161]: Training Loss:0.0009527 + +2023-05-29 09:03:25,176 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_0.001 +2023-05-29 09:04:08,977 - wikidata12k_0.001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_0.001 +2023-05-29 09:04:34,525 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_0.001 +2023-05-29 09:05:18,756 - wikidata12k_0.001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_0.001 +2023-05-29 09:05:43,990 - wikidata12k_0.001 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.47154, Head : 0.28343, Avg : 0.37748 + +2023-05-29 09:05:43,991 - wikidata12k_0.001 - [INFO] - [Epoch 161]: Training Loss: 0.00095268, Valid MRR: 0.41398, + + + +2023-05-29 09:05:45,282 - wikidata12k_0.001 - [INFO] - [E:162| 0]: Train Loss:0.00096174, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:07:49,997 - wikidata12k_0.001 - [INFO] - [E:162| 100]: Train Loss:0.00095514, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:09:54,382 - wikidata12k_0.001 - [INFO] - [E:162| 200]: Train Loss:0.00095578, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:11:58,891 - wikidata12k_0.001 - [INFO] - [E:162| 300]: Train Loss:0.00095479, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:14:03,363 - wikidata12k_0.001 - [INFO] - [E:162| 400]: Train Loss:0.00095445, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:16:08,167 - wikidata12k_0.001 - [INFO] - [E:162| 500]: Train Loss:0.00095407, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:18:13,032 - wikidata12k_0.001 - [INFO] - [E:162| 600]: Train Loss:0.0009529, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:20:17,812 - wikidata12k_0.001 - [INFO] - [E:162| 700]: Train Loss:0.00095246, Val MRR:0.41398, wikidata12k_0.001 +2023-05-29 09:22:22,848 - wikidata12k_0.001 - [INFO] - [E:162| 800]: Train Loss:0.00095256, Val MRR:0.41398, wikidata12k_0.001 diff --git a/log/wikidata12k_1n b/log/wikidata12k_1n new file mode 100644 index 0000000..d3ab1da --- /dev/null +++ b/log/wikidata12k_1n @@ -0,0 +1,15357 @@ +2023-05-06 16:49:20,508 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +2023-05-06 16:50:50,178 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +2023-05-07 01:52:21,186 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +2023-05-07 01:52:29,056 - wikidata12k_1n - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:53:31,449 - wikidata12k_1n - [INFO] - [E:0| 100]: Train Loss:0.36818, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:54:33,910 - wikidata12k_1n - [INFO] - [E:0| 200]: Train Loss:0.24098, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:55:36,506 - wikidata12k_1n - [INFO] - [E:0| 300]: Train Loss:0.17888, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:56:39,120 - wikidata12k_1n - [INFO] - [E:0| 400]: Train Loss:0.14237, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:57:41,694 - wikidata12k_1n - [INFO] - [E:0| 500]: Train Loss:0.11836, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:58:44,260 - wikidata12k_1n - [INFO] - [E:0| 600]: Train Loss:0.10135, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:59:47,009 - wikidata12k_1n - [INFO] - [E:0| 700]: Train Loss:0.088688, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:00:49,704 - wikidata12k_1n - [INFO] - [E:0| 800]: Train Loss:0.078874, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:01:52,335 - wikidata12k_1n - [INFO] - [E:0| 900]: Train Loss:0.07105, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:02:54,958 - wikidata12k_1n - [INFO] - [E:0| 1000]: Train Loss:0.064663, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:03:57,619 - wikidata12k_1n - [INFO] - [E:0| 1100]: Train Loss:0.059354, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:05:00,383 - wikidata12k_1n - [INFO] - [E:0| 1200]: Train Loss:0.054869, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:06:03,163 - wikidata12k_1n - [INFO] - [E:0| 1300]: Train Loss:0.051031, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:07:05,948 - wikidata12k_1n - [INFO] - [E:0| 1400]: Train Loss:0.047706, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:08:08,669 - wikidata12k_1n - [INFO] - [E:0| 1500]: Train Loss:0.044797, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:09:11,420 - wikidata12k_1n - [INFO] - [E:0| 1600]: Train Loss:0.042233, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:09:52,391 - wikidata12k_1n - [INFO] - [Epoch:0]: Training Loss:0.0407 + +2023-05-07 02:09:52,606 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 02:10:13,818 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 02:10:26,142 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 02:10:47,550 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 02:10:59,698 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.06042, Head : 0.00118, Avg : 0.0308 + +2023-05-07 02:11:00,762 - wikidata12k_1n - [INFO] - [Epoch 0]: Training Loss: 0.040702, Valid MRR: 0.0308, + + + +2023-05-07 02:11:01,406 - wikidata12k_1n - [INFO] - [E:1| 0]: Train Loss:0.0033464, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:12:04,100 - wikidata12k_1n - [INFO] - [E:1| 100]: Train Loss:0.0033706, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:13:06,902 - wikidata12k_1n - [INFO] - [E:1| 200]: Train Loss:0.0032656, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:14:09,668 - wikidata12k_1n - [INFO] - [E:1| 300]: Train Loss:0.0031737, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:15:12,507 - wikidata12k_1n - [INFO] - [E:1| 400]: Train Loss:0.0030914, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:16:15,291 - wikidata12k_1n - [INFO] - [E:1| 500]: Train Loss:0.0030205, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:17:17,985 - wikidata12k_1n - [INFO] - [E:1| 600]: Train Loss:0.002949, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:18:20,672 - wikidata12k_1n - [INFO] - [E:1| 700]: Train Loss:0.0028912, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:19:23,361 - wikidata12k_1n - [INFO] - [E:1| 800]: Train Loss:0.0028364, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:20:26,045 - wikidata12k_1n - [INFO] - [E:1| 900]: Train Loss:0.0027847, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:21:28,732 - wikidata12k_1n - [INFO] - [E:1| 1000]: Train Loss:0.0027397, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:22:31,517 - wikidata12k_1n - [INFO] - [E:1| 1100]: Train Loss:0.0026956, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:23:34,278 - wikidata12k_1n - [INFO] - [E:1| 1200]: Train Loss:0.002655, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:24:37,088 - wikidata12k_1n - [INFO] - [E:1| 1300]: Train Loss:0.002618, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:25:39,945 - wikidata12k_1n - [INFO] - [E:1| 1400]: Train Loss:0.0025838, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:26:42,762 - wikidata12k_1n - [INFO] - [E:1| 1500]: Train Loss:0.0025495, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:27:45,587 - wikidata12k_1n - [INFO] - [E:1| 1600]: Train Loss:0.0025188, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:28:26,661 - wikidata12k_1n - [INFO] - [Epoch:1]: Training Loss:0.002498 + +2023-05-07 02:28:26,876 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 02:28:48,097 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 02:29:00,399 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 02:29:21,787 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 02:29:33,954 - wikidata12k_1n - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.06221, Head : 0.00192, Avg : 0.03207 + +2023-05-07 02:29:34,930 - wikidata12k_1n - [INFO] - [Epoch 1]: Training Loss: 0.0024981, Valid MRR: 0.03207, + + + +2023-05-07 02:29:35,579 - wikidata12k_1n - [INFO] - [E:2| 0]: Train Loss:0.0021833, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:30:38,414 - wikidata12k_1n - [INFO] - [E:2| 100]: Train Loss:0.0019995, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:31:41,219 - wikidata12k_1n - [INFO] - [E:2| 200]: Train Loss:0.0019884, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:32:44,047 - wikidata12k_1n - [INFO] - [E:2| 300]: Train Loss:0.0019871, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:33:46,904 - wikidata12k_1n - [INFO] - [E:2| 400]: Train Loss:0.0019755, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:34:49,677 - wikidata12k_1n - [INFO] - [E:2| 500]: Train Loss:0.0019677, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:35:52,474 - wikidata12k_1n - [INFO] - [E:2| 600]: Train Loss:0.001966, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:36:55,228 - wikidata12k_1n - [INFO] - [E:2| 700]: Train Loss:0.0019585, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:37:57,974 - wikidata12k_1n - [INFO] - [E:2| 800]: Train Loss:0.0019505, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:39:00,712 - wikidata12k_1n - [INFO] - [E:2| 900]: Train Loss:0.0019425, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:40:03,521 - wikidata12k_1n - [INFO] - [E:2| 1000]: Train Loss:0.0019371, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:41:06,323 - wikidata12k_1n - [INFO] - [E:2| 1100]: Train Loss:0.0019341, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:42:09,124 - wikidata12k_1n - [INFO] - [E:2| 1200]: Train Loss:0.0019284, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:43:11,826 - wikidata12k_1n - [INFO] - [E:2| 1300]: Train Loss:0.0019215, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:44:14,566 - wikidata12k_1n - [INFO] - [E:2| 1400]: Train Loss:0.0019151, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:45:17,353 - wikidata12k_1n - [INFO] - [E:2| 1500]: Train Loss:0.0019074, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:46:20,185 - wikidata12k_1n - [INFO] - [E:2| 1600]: Train Loss:0.0019006, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:47:01,228 - wikidata12k_1n - [INFO] - [Epoch:2]: Training Loss:0.001899 + +2023-05-07 02:47:01,443 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 02:47:22,651 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 02:47:34,935 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 02:47:56,325 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 02:48:08,489 - wikidata12k_1n - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.11891, Head : 0.00363, Avg : 0.06127 + +2023-05-07 02:48:09,463 - wikidata12k_1n - [INFO] - [Epoch 2]: Training Loss: 0.0018994, Valid MRR: 0.06127, + + + +2023-05-07 02:48:10,111 - wikidata12k_1n - [INFO] - [E:3| 0]: Train Loss:0.0015976, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:49:12,892 - wikidata12k_1n - [INFO] - [E:3| 100]: Train Loss:0.0018211, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:50:15,736 - wikidata12k_1n - [INFO] - [E:3| 200]: Train Loss:0.0018081, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:51:18,431 - wikidata12k_1n - [INFO] - [E:3| 300]: Train Loss:0.0018128, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:52:21,095 - wikidata12k_1n - [INFO] - [E:3| 400]: Train Loss:0.0018067, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:53:23,791 - wikidata12k_1n - [INFO] - [E:3| 500]: Train Loss:0.0018005, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:54:26,467 - wikidata12k_1n - [INFO] - [E:3| 600]: Train Loss:0.0018001, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:55:29,166 - wikidata12k_1n - [INFO] - [E:3| 700]: Train Loss:0.0018, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:56:31,920 - wikidata12k_1n - [INFO] - [E:3| 800]: Train Loss:0.0017924, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:57:34,626 - wikidata12k_1n - [INFO] - [E:3| 900]: Train Loss:0.0017956, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:58:37,411 - wikidata12k_1n - [INFO] - [E:3| 1000]: Train Loss:0.0017934, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:59:40,189 - wikidata12k_1n - [INFO] - [E:3| 1100]: Train Loss:0.0017927, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:00:42,944 - wikidata12k_1n - [INFO] - [E:3| 1200]: Train Loss:0.0017907, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:01:45,706 - wikidata12k_1n - [INFO] - [E:3| 1300]: Train Loss:0.0017887, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:02:48,450 - wikidata12k_1n - [INFO] - [E:3| 1400]: Train Loss:0.001787, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:03:51,208 - wikidata12k_1n - [INFO] - [E:3| 1500]: Train Loss:0.0017848, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:04:53,966 - wikidata12k_1n - [INFO] - [E:3| 1600]: Train Loss:0.0017844, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:05:34,975 - wikidata12k_1n - [INFO] - [Epoch:3]: Training Loss:0.001783 + +2023-05-07 03:05:35,190 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 03:05:56,407 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 03:06:08,676 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 03:06:30,038 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 03:06:42,198 - wikidata12k_1n - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.11221, Head : 0.01417, Avg : 0.06319 + +2023-05-07 03:06:43,165 - wikidata12k_1n - [INFO] - [Epoch 3]: Training Loss: 0.0017828, Valid MRR: 0.06319, + + + +2023-05-07 03:06:43,808 - wikidata12k_1n - [INFO] - [E:4| 0]: Train Loss:0.0020733, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:07:46,665 - wikidata12k_1n - [INFO] - [E:4| 100]: Train Loss:0.0017504, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:08:49,397 - wikidata12k_1n - [INFO] - [E:4| 200]: Train Loss:0.0017331, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:09:52,147 - wikidata12k_1n - [INFO] - [E:4| 300]: Train Loss:0.0017346, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:10:54,907 - wikidata12k_1n - [INFO] - [E:4| 400]: Train Loss:0.0017423, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:11:57,653 - wikidata12k_1n - [INFO] - [E:4| 500]: Train Loss:0.001739, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:13:00,429 - wikidata12k_1n - [INFO] - [E:4| 600]: Train Loss:0.0017404, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:14:03,187 - wikidata12k_1n - [INFO] - [E:4| 700]: Train Loss:0.0017347, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:15:05,951 - wikidata12k_1n - [INFO] - [E:4| 800]: Train Loss:0.0017331, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:16:08,768 - wikidata12k_1n - [INFO] - [E:4| 900]: Train Loss:0.0017322, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:17:11,528 - wikidata12k_1n - [INFO] - [E:4| 1000]: Train Loss:0.0017312, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:18:14,323 - wikidata12k_1n - [INFO] - [E:4| 1100]: Train Loss:0.0017263, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:19:17,116 - wikidata12k_1n - [INFO] - [E:4| 1200]: Train Loss:0.0017224, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:20:19,918 - wikidata12k_1n - [INFO] - [E:4| 1300]: Train Loss:0.0017203, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:21:22,635 - wikidata12k_1n - [INFO] - [E:4| 1400]: Train Loss:0.0017185, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:22:25,440 - wikidata12k_1n - [INFO] - [E:4| 1500]: Train Loss:0.0017168, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:23:28,238 - wikidata12k_1n - [INFO] - [E:4| 1600]: Train Loss:0.0017148, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:24:09,220 - wikidata12k_1n - [INFO] - [Epoch:4]: Training Loss:0.001714 + +2023-05-07 03:24:09,434 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 03:24:30,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 03:24:42,936 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 03:25:04,406 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 03:25:16,568 - wikidata12k_1n - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.18771, Head : 0.01117, Avg : 0.09944 + +2023-05-07 03:25:17,547 - wikidata12k_1n - [INFO] - [Epoch 4]: Training Loss: 0.0017139, Valid MRR: 0.09944, + + + +2023-05-07 03:25:18,192 - wikidata12k_1n - [INFO] - [E:5| 0]: Train Loss:0.00183, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:26:20,983 - wikidata12k_1n - [INFO] - [E:5| 100]: Train Loss:0.0016802, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:27:23,828 - wikidata12k_1n - [INFO] - [E:5| 200]: Train Loss:0.0016684, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:28:26,568 - wikidata12k_1n - [INFO] - [E:5| 300]: Train Loss:0.0016721, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:29:29,332 - wikidata12k_1n - [INFO] - [E:5| 400]: Train Loss:0.0016773, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:30:32,025 - wikidata12k_1n - [INFO] - [E:5| 500]: Train Loss:0.001675, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:31:34,702 - wikidata12k_1n - [INFO] - [E:5| 600]: Train Loss:0.0016721, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:32:37,360 - wikidata12k_1n - [INFO] - [E:5| 700]: Train Loss:0.0016688, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:33:40,148 - wikidata12k_1n - [INFO] - [E:5| 800]: Train Loss:0.0016657, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:34:42,918 - wikidata12k_1n - [INFO] - [E:5| 900]: Train Loss:0.0016613, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:35:45,679 - wikidata12k_1n - [INFO] - [E:5| 1000]: Train Loss:0.0016636, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:36:48,423 - wikidata12k_1n - [INFO] - [E:5| 1100]: Train Loss:0.0016614, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:37:51,213 - wikidata12k_1n - [INFO] - [E:5| 1200]: Train Loss:0.0016577, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:38:53,948 - wikidata12k_1n - [INFO] - [E:5| 1300]: Train Loss:0.0016535, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:39:56,697 - wikidata12k_1n - [INFO] - [E:5| 1400]: Train Loss:0.0016519, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:40:59,442 - wikidata12k_1n - [INFO] - [E:5| 1500]: Train Loss:0.001649, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:42:02,265 - wikidata12k_1n - [INFO] - [E:5| 1600]: Train Loss:0.0016468, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:42:43,255 - wikidata12k_1n - [INFO] - [Epoch:5]: Training Loss:0.001645 + +2023-05-07 03:42:43,470 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 03:43:04,683 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 03:43:16,960 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 03:43:38,334 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 03:43:50,496 - wikidata12k_1n - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.23627, Head : 0.0232, Avg : 0.12974 + +2023-05-07 03:43:51,479 - wikidata12k_1n - [INFO] - [Epoch 5]: Training Loss: 0.001645, Valid MRR: 0.12974, + + + +2023-05-07 03:43:52,127 - wikidata12k_1n - [INFO] - [E:6| 0]: Train Loss:0.0015559, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:44:54,860 - wikidata12k_1n - [INFO] - [E:6| 100]: Train Loss:0.0015948, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:45:57,683 - wikidata12k_1n - [INFO] - [E:6| 200]: Train Loss:0.0015958, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:47:00,539 - wikidata12k_1n - [INFO] - [E:6| 300]: Train Loss:0.0016027, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:48:03,360 - wikidata12k_1n - [INFO] - [E:6| 400]: Train Loss:0.0016015, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:49:06,176 - wikidata12k_1n - [INFO] - [E:6| 500]: Train Loss:0.0015987, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:50:08,989 - wikidata12k_1n - [INFO] - [E:6| 600]: Train Loss:0.0015952, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:51:11,801 - wikidata12k_1n - [INFO] - [E:6| 700]: Train Loss:0.001594, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:52:14,498 - wikidata12k_1n - [INFO] - [E:6| 800]: Train Loss:0.0015909, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:53:17,325 - wikidata12k_1n - [INFO] - [E:6| 900]: Train Loss:0.0015903, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:54:20,083 - wikidata12k_1n - [INFO] - [E:6| 1000]: Train Loss:0.0015857, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:55:22,821 - wikidata12k_1n - [INFO] - [E:6| 1100]: Train Loss:0.0015837, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:56:25,554 - wikidata12k_1n - [INFO] - [E:6| 1200]: Train Loss:0.0015802, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:57:28,274 - wikidata12k_1n - [INFO] - [E:6| 1300]: Train Loss:0.0015785, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:58:30,993 - wikidata12k_1n - [INFO] - [E:6| 1400]: Train Loss:0.0015745, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:59:33,803 - wikidata12k_1n - [INFO] - [E:6| 1500]: Train Loss:0.0015722, Val MRR:0.12974, wikidata12k_1n +2023-05-07 04:00:36,583 - wikidata12k_1n - [INFO] - [E:6| 1600]: Train Loss:0.0015693, Val MRR:0.12974, wikidata12k_1n +2023-05-07 04:01:17,560 - wikidata12k_1n - [INFO] - [Epoch:6]: Training Loss:0.001568 + +2023-05-07 04:01:17,775 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 04:01:38,981 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 04:01:51,274 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 04:02:12,638 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 04:02:24,789 - wikidata12k_1n - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.26619, Head : 0.08368, Avg : 0.17494 + +2023-05-07 04:02:25,744 - wikidata12k_1n - [INFO] - [Epoch 6]: Training Loss: 0.0015678, Valid MRR: 0.17494, + + + +2023-05-07 04:02:26,386 - wikidata12k_1n - [INFO] - [E:7| 0]: Train Loss:0.0013972, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:03:29,104 - wikidata12k_1n - [INFO] - [E:7| 100]: Train Loss:0.0015124, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:04:31,951 - wikidata12k_1n - [INFO] - [E:7| 200]: Train Loss:0.0015043, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:05:34,665 - wikidata12k_1n - [INFO] - [E:7| 300]: Train Loss:0.001503, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:06:37,365 - wikidata12k_1n - [INFO] - [E:7| 400]: Train Loss:0.0015065, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:07:40,114 - wikidata12k_1n - [INFO] - [E:7| 500]: Train Loss:0.0015093, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:08:42,945 - wikidata12k_1n - [INFO] - [E:7| 600]: Train Loss:0.0015076, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:09:45,728 - wikidata12k_1n - [INFO] - [E:7| 700]: Train Loss:0.0015023, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:10:48,476 - wikidata12k_1n - [INFO] - [E:7| 800]: Train Loss:0.0015023, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:11:51,283 - wikidata12k_1n - [INFO] - [E:7| 900]: Train Loss:0.0015005, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:12:54,114 - wikidata12k_1n - [INFO] - [E:7| 1000]: Train Loss:0.0014996, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:13:56,944 - wikidata12k_1n - [INFO] - [E:7| 1100]: Train Loss:0.0014985, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:14:59,666 - wikidata12k_1n - [INFO] - [E:7| 1200]: Train Loss:0.0014967, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:16:02,376 - wikidata12k_1n - [INFO] - [E:7| 1300]: Train Loss:0.0014949, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:17:05,193 - wikidata12k_1n - [INFO] - [E:7| 1400]: Train Loss:0.0014923, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:18:08,008 - wikidata12k_1n - [INFO] - [E:7| 1500]: Train Loss:0.0014895, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:19:10,836 - wikidata12k_1n - [INFO] - [E:7| 1600]: Train Loss:0.0014878, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:19:51,864 - wikidata12k_1n - [INFO] - [Epoch:7]: Training Loss:0.001487 + +2023-05-07 04:19:52,078 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 04:20:13,272 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 04:20:25,542 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 04:20:46,908 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 04:20:59,064 - wikidata12k_1n - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.31134, Head : 0.10382, Avg : 0.20758 + +2023-05-07 04:21:00,016 - wikidata12k_1n - [INFO] - [Epoch 7]: Training Loss: 0.0014871, Valid MRR: 0.20758, + + + +2023-05-07 04:21:00,663 - wikidata12k_1n - [INFO] - [E:8| 0]: Train Loss:0.0014889, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:22:03,371 - wikidata12k_1n - [INFO] - [E:8| 100]: Train Loss:0.0014339, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:23:06,057 - wikidata12k_1n - [INFO] - [E:8| 200]: Train Loss:0.0014303, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:24:08,800 - wikidata12k_1n - [INFO] - [E:8| 300]: Train Loss:0.0014265, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:25:11,674 - wikidata12k_1n - [INFO] - [E:8| 400]: Train Loss:0.0014335, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:26:14,443 - wikidata12k_1n - [INFO] - [E:8| 500]: Train Loss:0.0014348, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:27:17,225 - wikidata12k_1n - [INFO] - [E:8| 600]: Train Loss:0.001433, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:28:19,956 - wikidata12k_1n - [INFO] - [E:8| 700]: Train Loss:0.0014314, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:29:22,687 - wikidata12k_1n - [INFO] - [E:8| 800]: Train Loss:0.0014316, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:30:25,457 - wikidata12k_1n - [INFO] - [E:8| 900]: Train Loss:0.0014308, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:31:28,235 - wikidata12k_1n - [INFO] - [E:8| 1000]: Train Loss:0.0014282, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:32:31,041 - wikidata12k_1n - [INFO] - [E:8| 1100]: Train Loss:0.0014276, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:33:33,914 - wikidata12k_1n - [INFO] - [E:8| 1200]: Train Loss:0.0014263, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:34:36,737 - wikidata12k_1n - [INFO] - [E:8| 1300]: Train Loss:0.0014243, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:35:39,580 - wikidata12k_1n - [INFO] - [E:8| 1400]: Train Loss:0.0014211, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:36:42,417 - wikidata12k_1n - [INFO] - [E:8| 1500]: Train Loss:0.0014194, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:37:45,210 - wikidata12k_1n - [INFO] - [E:8| 1600]: Train Loss:0.0014166, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:38:26,225 - wikidata12k_1n - [INFO] - [Epoch:8]: Training Loss:0.001416 + +2023-05-07 04:38:26,439 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 04:38:47,687 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 04:38:59,964 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 04:39:21,354 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 04:39:33,521 - wikidata12k_1n - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.34422, Head : 0.10869, Avg : 0.22646 + +2023-05-07 04:39:34,493 - wikidata12k_1n - [INFO] - [Epoch 8]: Training Loss: 0.0014159, Valid MRR: 0.22646, + + + +2023-05-07 04:39:35,139 - wikidata12k_1n - [INFO] - [E:9| 0]: Train Loss:0.001378, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:40:37,913 - wikidata12k_1n - [INFO] - [E:9| 100]: Train Loss:0.0013753, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:41:40,700 - wikidata12k_1n - [INFO] - [E:9| 200]: Train Loss:0.0013832, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:42:43,499 - wikidata12k_1n - [INFO] - [E:9| 300]: Train Loss:0.0013779, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:43:46,165 - wikidata12k_1n - [INFO] - [E:9| 400]: Train Loss:0.0013753, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:44:48,934 - wikidata12k_1n - [INFO] - [E:9| 500]: Train Loss:0.0013735, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:45:51,652 - wikidata12k_1n - [INFO] - [E:9| 600]: Train Loss:0.0013739, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:46:54,401 - wikidata12k_1n - [INFO] - [E:9| 700]: Train Loss:0.0013704, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:47:57,088 - wikidata12k_1n - [INFO] - [E:9| 800]: Train Loss:0.0013698, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:48:59,886 - wikidata12k_1n - [INFO] - [E:9| 900]: Train Loss:0.0013686, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:50:02,670 - wikidata12k_1n - [INFO] - [E:9| 1000]: Train Loss:0.0013668, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:51:05,491 - wikidata12k_1n - [INFO] - [E:9| 1100]: Train Loss:0.001366, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:52:08,286 - wikidata12k_1n - [INFO] - [E:9| 1200]: Train Loss:0.0013644, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:53:11,095 - wikidata12k_1n - [INFO] - [E:9| 1300]: Train Loss:0.0013627, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:54:13,901 - wikidata12k_1n - [INFO] - [E:9| 1400]: Train Loss:0.0013608, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:55:16,735 - wikidata12k_1n - [INFO] - [E:9| 1500]: Train Loss:0.0013597, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:56:19,567 - wikidata12k_1n - [INFO] - [E:9| 1600]: Train Loss:0.001359, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:57:00,654 - wikidata12k_1n - [INFO] - [Epoch:9]: Training Loss:0.001358 + +2023-05-07 04:57:00,869 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 04:57:22,066 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 04:57:34,340 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 04:57:55,708 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 04:58:07,859 - wikidata12k_1n - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.35736, Head : 0.11812, Avg : 0.23774 + MR: Tail : 563.82, Head : 1004.1, Avg : 783.97 + Hit-1: Tail : 0.29558, Head : 0.06953, Avg : 0.18255 + Hit-3: Tail : 0.38925, Head : 0.14549, Avg : 0.26737 + Hit-10: Tail : 0.4515, Head : 0.21175, Avg : 0.33163 +2023-05-07 04:58:08,820 - wikidata12k_1n - [INFO] - [Epoch 9]: Training Loss: 0.0013582, Valid MRR: 0.23774, + + + +2023-05-07 04:58:09,460 - wikidata12k_1n - [INFO] - [E:10| 0]: Train Loss:0.001328, Val MRR:0.23774, wikidata12k_1n +2023-05-07 04:59:12,142 - wikidata12k_1n - [INFO] - [E:10| 100]: Train Loss:0.0013288, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:00:14,867 - wikidata12k_1n - [INFO] - [E:10| 200]: Train Loss:0.0013281, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:01:17,547 - wikidata12k_1n - [INFO] - [E:10| 300]: Train Loss:0.0013253, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:02:20,321 - wikidata12k_1n - [INFO] - [E:10| 400]: Train Loss:0.0013263, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:03:23,063 - wikidata12k_1n - [INFO] - [E:10| 500]: Train Loss:0.0013244, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:04:25,833 - wikidata12k_1n - [INFO] - [E:10| 600]: Train Loss:0.0013208, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:05:28,592 - wikidata12k_1n - [INFO] - [E:10| 700]: Train Loss:0.001321, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:06:31,374 - wikidata12k_1n - [INFO] - [E:10| 800]: Train Loss:0.0013199, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:07:34,066 - wikidata12k_1n - [INFO] - [E:10| 900]: Train Loss:0.0013196, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:08:36,867 - wikidata12k_1n - [INFO] - [E:10| 1000]: Train Loss:0.001319, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:09:39,597 - wikidata12k_1n - [INFO] - [E:10| 1100]: Train Loss:0.0013176, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:10:42,302 - wikidata12k_1n - [INFO] - [E:10| 1200]: Train Loss:0.0013162, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:11:45,026 - wikidata12k_1n - [INFO] - [E:10| 1300]: Train Loss:0.001314, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:12:47,755 - wikidata12k_1n - [INFO] - [E:10| 1400]: Train Loss:0.0013137, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:13:50,438 - wikidata12k_1n - [INFO] - [E:10| 1500]: Train Loss:0.0013137, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:14:53,146 - wikidata12k_1n - [INFO] - [E:10| 1600]: Train Loss:0.0013126, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:15:34,140 - wikidata12k_1n - [INFO] - [Epoch:10]: Training Loss:0.001312 + +2023-05-07 05:15:34,354 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 05:15:55,556 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 05:16:07,819 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 05:16:29,187 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 05:16:41,405 - wikidata12k_1n - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.36938, Head : 0.14159, Avg : 0.25549 + +2023-05-07 05:16:42,477 - wikidata12k_1n - [INFO] - [Epoch 10]: Training Loss: 0.0013121, Valid MRR: 0.25549, + + + +2023-05-07 05:16:43,123 - wikidata12k_1n - [INFO] - [E:11| 0]: Train Loss:0.0012586, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:17:45,914 - wikidata12k_1n - [INFO] - [E:11| 100]: Train Loss:0.0012849, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:18:48,693 - wikidata12k_1n - [INFO] - [E:11| 200]: Train Loss:0.001288, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:19:51,465 - wikidata12k_1n - [INFO] - [E:11| 300]: Train Loss:0.0012863, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:20:54,260 - wikidata12k_1n - [INFO] - [E:11| 400]: Train Loss:0.0012872, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:21:57,060 - wikidata12k_1n - [INFO] - [E:11| 500]: Train Loss:0.0012865, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:22:59,821 - wikidata12k_1n - [INFO] - [E:11| 600]: Train Loss:0.0012851, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:24:02,693 - wikidata12k_1n - [INFO] - [E:11| 700]: Train Loss:0.001286, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:25:05,482 - wikidata12k_1n - [INFO] - [E:11| 800]: Train Loss:0.0012855, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:26:08,213 - wikidata12k_1n - [INFO] - [E:11| 900]: Train Loss:0.0012833, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:27:10,925 - wikidata12k_1n - [INFO] - [E:11| 1000]: Train Loss:0.0012815, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:28:13,612 - wikidata12k_1n - [INFO] - [E:11| 1100]: Train Loss:0.0012795, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:29:16,328 - wikidata12k_1n - [INFO] - [E:11| 1200]: Train Loss:0.0012789, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:30:19,013 - wikidata12k_1n - [INFO] - [E:11| 1300]: Train Loss:0.0012784, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:31:21,682 - wikidata12k_1n - [INFO] - [E:11| 1400]: Train Loss:0.0012777, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:32:24,358 - wikidata12k_1n - [INFO] - [E:11| 1500]: Train Loss:0.0012765, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:33:27,024 - wikidata12k_1n - [INFO] - [E:11| 1600]: Train Loss:0.0012753, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:34:08,131 - wikidata12k_1n - [INFO] - [Epoch:11]: Training Loss:0.001275 + +2023-05-07 05:34:08,346 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 05:34:29,540 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 05:34:41,829 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 05:35:03,202 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 05:35:15,352 - wikidata12k_1n - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.39332, Head : 0.14843, Avg : 0.27087 + +2023-05-07 05:35:16,334 - wikidata12k_1n - [INFO] - [Epoch 11]: Training Loss: 0.0012747, Valid MRR: 0.27087, + + + +2023-05-07 05:35:16,978 - wikidata12k_1n - [INFO] - [E:12| 0]: Train Loss:0.0012307, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:36:19,763 - wikidata12k_1n - [INFO] - [E:12| 100]: Train Loss:0.0012547, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:37:22,560 - wikidata12k_1n - [INFO] - [E:12| 200]: Train Loss:0.0012587, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:38:25,304 - wikidata12k_1n - [INFO] - [E:12| 300]: Train Loss:0.0012569, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:39:28,034 - wikidata12k_1n - [INFO] - [E:12| 400]: Train Loss:0.0012555, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:40:31,012 - wikidata12k_1n - [INFO] - [E:12| 500]: Train Loss:0.0012544, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:41:33,931 - wikidata12k_1n - [INFO] - [E:12| 600]: Train Loss:0.0012541, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:42:36,648 - wikidata12k_1n - [INFO] - [E:12| 700]: Train Loss:0.001253, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:43:39,494 - wikidata12k_1n - [INFO] - [E:12| 800]: Train Loss:0.0012513, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:44:42,292 - wikidata12k_1n - [INFO] - [E:12| 900]: Train Loss:0.00125, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:45:45,090 - wikidata12k_1n - [INFO] - [E:12| 1000]: Train Loss:0.001249, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:46:47,904 - wikidata12k_1n - [INFO] - [E:12| 1100]: Train Loss:0.001249, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:47:50,710 - wikidata12k_1n - [INFO] - [E:12| 1200]: Train Loss:0.001248, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:48:53,518 - wikidata12k_1n - [INFO] - [E:12| 1300]: Train Loss:0.0012472, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:49:56,338 - wikidata12k_1n - [INFO] - [E:12| 1400]: Train Loss:0.0012469, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:50:59,157 - wikidata12k_1n - [INFO] - [E:12| 1500]: Train Loss:0.0012464, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:52:01,982 - wikidata12k_1n - [INFO] - [E:12| 1600]: Train Loss:0.001246, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:52:42,995 - wikidata12k_1n - [INFO] - [Epoch:12]: Training Loss:0.001245 + +2023-05-07 05:52:43,211 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 05:53:04,413 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 05:53:16,694 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 05:53:38,076 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 05:53:50,243 - wikidata12k_1n - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.40814, Head : 0.16731, Avg : 0.28773 + +2023-05-07 05:53:51,214 - wikidata12k_1n - [INFO] - [Epoch 12]: Training Loss: 0.0012454, Valid MRR: 0.28773, + + + +2023-05-07 05:53:51,865 - wikidata12k_1n - [INFO] - [E:13| 0]: Train Loss:0.0012444, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:54:54,628 - wikidata12k_1n - [INFO] - [E:13| 100]: Train Loss:0.0012335, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:55:57,361 - wikidata12k_1n - [INFO] - [E:13| 200]: Train Loss:0.0012306, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:57:00,132 - wikidata12k_1n - [INFO] - [E:13| 300]: Train Loss:0.0012281, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:58:02,913 - wikidata12k_1n - [INFO] - [E:13| 400]: Train Loss:0.0012265, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:59:05,686 - wikidata12k_1n - [INFO] - [E:13| 500]: Train Loss:0.0012243, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:00:08,498 - wikidata12k_1n - [INFO] - [E:13| 600]: Train Loss:0.0012241, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:01:11,327 - wikidata12k_1n - [INFO] - [E:13| 700]: Train Loss:0.0012246, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:02:14,087 - wikidata12k_1n - [INFO] - [E:13| 800]: Train Loss:0.001225, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:03:16,896 - wikidata12k_1n - [INFO] - [E:13| 900]: Train Loss:0.0012245, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:04:19,682 - wikidata12k_1n - [INFO] - [E:13| 1000]: Train Loss:0.0012243, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:05:22,455 - wikidata12k_1n - [INFO] - [E:13| 1100]: Train Loss:0.0012232, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:06:25,199 - wikidata12k_1n - [INFO] - [E:13| 1200]: Train Loss:0.0012232, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:07:27,923 - wikidata12k_1n - [INFO] - [E:13| 1300]: Train Loss:0.0012232, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:08:30,629 - wikidata12k_1n - [INFO] - [E:13| 1400]: Train Loss:0.0012226, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:09:33,449 - wikidata12k_1n - [INFO] - [E:13| 1500]: Train Loss:0.0012217, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:10:36,218 - wikidata12k_1n - [INFO] - [E:13| 1600]: Train Loss:0.0012206, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:11:17,235 - wikidata12k_1n - [INFO] - [Epoch:13]: Training Loss:0.00122 + +2023-05-07 06:11:17,451 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 06:11:38,684 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 06:11:50,968 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 06:12:12,359 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 06:12:24,522 - wikidata12k_1n - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.41386, Head : 0.17998, Avg : 0.29692 + +2023-05-07 06:12:25,488 - wikidata12k_1n - [INFO] - [Epoch 13]: Training Loss: 0.0012203, Valid MRR: 0.29692, + + + +2023-05-07 06:12:26,136 - wikidata12k_1n - [INFO] - [E:14| 0]: Train Loss:0.0013743, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:13:28,946 - wikidata12k_1n - [INFO] - [E:14| 100]: Train Loss:0.0012047, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:14:31,882 - wikidata12k_1n - [INFO] - [E:14| 200]: Train Loss:0.0012093, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:15:34,809 - wikidata12k_1n - [INFO] - [E:14| 300]: Train Loss:0.0012106, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:16:37,615 - wikidata12k_1n - [INFO] - [E:14| 400]: Train Loss:0.0012068, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:17:40,506 - wikidata12k_1n - [INFO] - [E:14| 500]: Train Loss:0.0012081, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:18:43,319 - wikidata12k_1n - [INFO] - [E:14| 600]: Train Loss:0.0012054, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:19:46,074 - wikidata12k_1n - [INFO] - [E:14| 700]: Train Loss:0.0012065, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:20:48,861 - wikidata12k_1n - [INFO] - [E:14| 800]: Train Loss:0.0012044, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:21:51,638 - wikidata12k_1n - [INFO] - [E:14| 900]: Train Loss:0.0012038, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:22:54,428 - wikidata12k_1n - [INFO] - [E:14| 1000]: Train Loss:0.0012025, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:23:57,149 - wikidata12k_1n - [INFO] - [E:14| 1100]: Train Loss:0.0012029, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:24:59,835 - wikidata12k_1n - [INFO] - [E:14| 1200]: Train Loss:0.0012017, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:26:02,597 - wikidata12k_1n - [INFO] - [E:14| 1300]: Train Loss:0.0012017, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:27:05,386 - wikidata12k_1n - [INFO] - [E:14| 1400]: Train Loss:0.0012013, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:28:08,088 - wikidata12k_1n - [INFO] - [E:14| 1500]: Train Loss:0.0012013, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:29:10,811 - wikidata12k_1n - [INFO] - [E:14| 1600]: Train Loss:0.0012002, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:29:51,793 - wikidata12k_1n - [INFO] - [Epoch:14]: Training Loss:0.001199 + +2023-05-07 06:29:52,008 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 06:30:13,208 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 06:30:25,486 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 06:30:46,876 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 06:30:59,045 - wikidata12k_1n - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.43424, Head : 0.17797, Avg : 0.3061 + +2023-05-07 06:31:00,062 - wikidata12k_1n - [INFO] - [Epoch 14]: Training Loss: 0.0011994, Valid MRR: 0.3061, + + + +2023-05-07 06:31:00,714 - wikidata12k_1n - [INFO] - [E:15| 0]: Train Loss:0.0011567, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:32:03,506 - wikidata12k_1n - [INFO] - [E:15| 100]: Train Loss:0.0011923, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:33:06,328 - wikidata12k_1n - [INFO] - [E:15| 200]: Train Loss:0.0011873, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:34:09,149 - wikidata12k_1n - [INFO] - [E:15| 300]: Train Loss:0.0011888, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:35:12,006 - wikidata12k_1n - [INFO] - [E:15| 400]: Train Loss:0.0011867, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:36:14,710 - wikidata12k_1n - [INFO] - [E:15| 500]: Train Loss:0.0011862, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:37:17,721 - wikidata12k_1n - [INFO] - [E:15| 600]: Train Loss:0.0011851, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:38:20,671 - wikidata12k_1n - [INFO] - [E:15| 700]: Train Loss:0.0011853, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:39:23,365 - wikidata12k_1n - [INFO] - [E:15| 800]: Train Loss:0.0011844, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:40:26,055 - wikidata12k_1n - [INFO] - [E:15| 900]: Train Loss:0.0011833, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:41:28,763 - wikidata12k_1n - [INFO] - [E:15| 1000]: Train Loss:0.0011833, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:42:31,554 - wikidata12k_1n - [INFO] - [E:15| 1100]: Train Loss:0.0011826, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:43:34,430 - wikidata12k_1n - [INFO] - [E:15| 1200]: Train Loss:0.001183, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:44:37,154 - wikidata12k_1n - [INFO] - [E:15| 1300]: Train Loss:0.001183, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:45:39,893 - wikidata12k_1n - [INFO] - [E:15| 1400]: Train Loss:0.0011828, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:46:42,616 - wikidata12k_1n - [INFO] - [E:15| 1500]: Train Loss:0.001182, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:47:45,354 - wikidata12k_1n - [INFO] - [E:15| 1600]: Train Loss:0.0011827, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:48:26,333 - wikidata12k_1n - [INFO] - [Epoch:15]: Training Loss:0.001182 + +2023-05-07 06:48:26,547 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 06:48:47,776 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 06:49:00,052 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 06:49:21,417 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 06:49:33,585 - wikidata12k_1n - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.4419, Head : 0.23182, Avg : 0.33686 + +2023-05-07 06:49:34,558 - wikidata12k_1n - [INFO] - [Epoch 15]: Training Loss: 0.0011824, Valid MRR: 0.33686, + + + +2023-05-07 06:49:35,219 - wikidata12k_1n - [INFO] - [E:16| 0]: Train Loss:0.0011444, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:50:37,988 - wikidata12k_1n - [INFO] - [E:16| 100]: Train Loss:0.0011727, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:51:40,941 - wikidata12k_1n - [INFO] - [E:16| 200]: Train Loss:0.001173, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:52:43,736 - wikidata12k_1n - [INFO] - [E:16| 300]: Train Loss:0.001171, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:53:46,604 - wikidata12k_1n - [INFO] - [E:16| 400]: Train Loss:0.0011733, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:54:49,474 - wikidata12k_1n - [INFO] - [E:16| 500]: Train Loss:0.0011726, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:55:52,705 - wikidata12k_1n - [INFO] - [E:16| 600]: Train Loss:0.0011714, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:56:55,513 - wikidata12k_1n - [INFO] - [E:16| 700]: Train Loss:0.0011697, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:57:58,350 - wikidata12k_1n - [INFO] - [E:16| 800]: Train Loss:0.0011684, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:59:01,168 - wikidata12k_1n - [INFO] - [E:16| 900]: Train Loss:0.0011687, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:00:04,033 - wikidata12k_1n - [INFO] - [E:16| 1000]: Train Loss:0.0011677, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:01:06,865 - wikidata12k_1n - [INFO] - [E:16| 1100]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:02:09,666 - wikidata12k_1n - [INFO] - [E:16| 1200]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:03:12,504 - wikidata12k_1n - [INFO] - [E:16| 1300]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:04:15,317 - wikidata12k_1n - [INFO] - [E:16| 1400]: Train Loss:0.0011679, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:05:18,145 - wikidata12k_1n - [INFO] - [E:16| 1500]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:06:20,970 - wikidata12k_1n - [INFO] - [E:16| 1600]: Train Loss:0.0011668, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:07:02,021 - wikidata12k_1n - [INFO] - [Epoch:16]: Training Loss:0.001167 + +2023-05-07 07:07:02,235 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 07:07:23,474 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 07:07:35,774 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 07:07:57,157 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 07:08:09,315 - wikidata12k_1n - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.4462, Head : 0.21005, Avg : 0.32813 + +2023-05-07 07:08:09,315 - wikidata12k_1n - [INFO] - [Epoch 16]: Training Loss: 0.0011668, Valid MRR: 0.33686, + + + +2023-05-07 07:08:09,956 - wikidata12k_1n - [INFO] - [E:17| 0]: Train Loss:0.0011863, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:09:12,896 - wikidata12k_1n - [INFO] - [E:17| 100]: Train Loss:0.0011525, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:10:15,705 - wikidata12k_1n - [INFO] - [E:17| 200]: Train Loss:0.0011555, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:11:18,545 - wikidata12k_1n - [INFO] - [E:17| 300]: Train Loss:0.0011538, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:12:21,341 - wikidata12k_1n - [INFO] - [E:17| 400]: Train Loss:0.0011562, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:13:24,149 - wikidata12k_1n - [INFO] - [E:17| 500]: Train Loss:0.001158, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:14:26,954 - wikidata12k_1n - [INFO] - [E:17| 600]: Train Loss:0.0011578, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:15:29,731 - wikidata12k_1n - [INFO] - [E:17| 700]: Train Loss:0.0011572, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:16:32,503 - wikidata12k_1n - [INFO] - [E:17| 800]: Train Loss:0.0011565, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:17:35,347 - wikidata12k_1n - [INFO] - [E:17| 900]: Train Loss:0.001156, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:18:38,278 - wikidata12k_1n - [INFO] - [E:17| 1000]: Train Loss:0.0011558, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:19:41,086 - wikidata12k_1n - [INFO] - [E:17| 1100]: Train Loss:0.0011552, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:20:43,968 - wikidata12k_1n - [INFO] - [E:17| 1200]: Train Loss:0.001155, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:21:46,765 - wikidata12k_1n - [INFO] - [E:17| 1300]: Train Loss:0.0011554, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:22:49,572 - wikidata12k_1n - [INFO] - [E:17| 1400]: Train Loss:0.0011553, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:23:52,431 - wikidata12k_1n - [INFO] - [E:17| 1500]: Train Loss:0.0011552, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:24:55,257 - wikidata12k_1n - [INFO] - [E:17| 1600]: Train Loss:0.0011546, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:25:36,315 - wikidata12k_1n - [INFO] - [Epoch:17]: Training Loss:0.001155 + +2023-05-07 07:25:36,538 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 07:25:57,805 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 07:26:10,089 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 07:26:31,481 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 07:26:43,644 - wikidata12k_1n - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.45004, Head : 0.24082, Avg : 0.34543 + +2023-05-07 07:26:44,674 - wikidata12k_1n - [INFO] - [Epoch 17]: Training Loss: 0.0011545, Valid MRR: 0.34543, + + + +2023-05-07 07:26:45,328 - wikidata12k_1n - [INFO] - [E:18| 0]: Train Loss:0.0011738, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:27:48,073 - wikidata12k_1n - [INFO] - [E:18| 100]: Train Loss:0.0011495, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:28:50,795 - wikidata12k_1n - [INFO] - [E:18| 200]: Train Loss:0.001147, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:29:53,504 - wikidata12k_1n - [INFO] - [E:18| 300]: Train Loss:0.001146, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:30:56,197 - wikidata12k_1n - [INFO] - [E:18| 400]: Train Loss:0.0011465, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:31:58,904 - wikidata12k_1n - [INFO] - [E:18| 500]: Train Loss:0.0011464, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:33:01,715 - wikidata12k_1n - [INFO] - [E:18| 600]: Train Loss:0.0011469, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:34:04,478 - wikidata12k_1n - [INFO] - [E:18| 700]: Train Loss:0.0011476, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:35:07,313 - wikidata12k_1n - [INFO] - [E:18| 800]: Train Loss:0.0011476, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:36:10,129 - wikidata12k_1n - [INFO] - [E:18| 900]: Train Loss:0.0011467, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:37:12,937 - wikidata12k_1n - [INFO] - [E:18| 1000]: Train Loss:0.0011465, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:38:15,730 - wikidata12k_1n - [INFO] - [E:18| 1100]: Train Loss:0.0011463, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:39:18,519 - wikidata12k_1n - [INFO] - [E:18| 1200]: Train Loss:0.0011451, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:40:21,341 - wikidata12k_1n - [INFO] - [E:18| 1300]: Train Loss:0.001145, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:41:24,098 - wikidata12k_1n - [INFO] - [E:18| 1400]: Train Loss:0.0011445, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:42:26,888 - wikidata12k_1n - [INFO] - [E:18| 1500]: Train Loss:0.0011442, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:43:29,831 - wikidata12k_1n - [INFO] - [E:18| 1600]: Train Loss:0.0011442, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:44:10,857 - wikidata12k_1n - [INFO] - [Epoch:18]: Training Loss:0.001144 + +2023-05-07 07:44:11,072 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 07:44:32,301 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 07:44:44,590 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 07:45:05,992 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 07:45:18,167 - wikidata12k_1n - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.44496, Head : 0.27775, Avg : 0.36135 + +2023-05-07 07:45:19,133 - wikidata12k_1n - [INFO] - [Epoch 18]: Training Loss: 0.0011438, Valid MRR: 0.36135, + + + +2023-05-07 07:45:19,775 - wikidata12k_1n - [INFO] - [E:19| 0]: Train Loss:0.0011798, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:46:22,474 - wikidata12k_1n - [INFO] - [E:19| 100]: Train Loss:0.001129, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:47:25,183 - wikidata12k_1n - [INFO] - [E:19| 200]: Train Loss:0.0011374, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:48:27,933 - wikidata12k_1n - [INFO] - [E:19| 300]: Train Loss:0.0011354, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:49:30,656 - wikidata12k_1n - [INFO] - [E:19| 400]: Train Loss:0.0011356, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:50:33,374 - wikidata12k_1n - [INFO] - [E:19| 500]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:51:36,230 - wikidata12k_1n - [INFO] - [E:19| 600]: Train Loss:0.0011349, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:52:38,969 - wikidata12k_1n - [INFO] - [E:19| 700]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:53:41,687 - wikidata12k_1n - [INFO] - [E:19| 800]: Train Loss:0.0011348, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:54:44,410 - wikidata12k_1n - [INFO] - [E:19| 900]: Train Loss:0.0011348, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:55:47,283 - wikidata12k_1n - [INFO] - [E:19| 1000]: Train Loss:0.0011356, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:56:50,051 - wikidata12k_1n - [INFO] - [E:19| 1100]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:57:52,927 - wikidata12k_1n - [INFO] - [E:19| 1200]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:58:55,758 - wikidata12k_1n - [INFO] - [E:19| 1300]: Train Loss:0.0011359, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:59:58,587 - wikidata12k_1n - [INFO] - [E:19| 1400]: Train Loss:0.0011362, Val MRR:0.36135, wikidata12k_1n +2023-05-07 08:01:01,423 - wikidata12k_1n - [INFO] - [E:19| 1500]: Train Loss:0.0011359, Val MRR:0.36135, wikidata12k_1n +2023-05-07 08:02:04,215 - wikidata12k_1n - [INFO] - [E:19| 1600]: Train Loss:0.0011358, Val MRR:0.36135, wikidata12k_1n +2023-05-07 08:02:45,258 - wikidata12k_1n - [INFO] - [Epoch:19]: Training Loss:0.001136 + +2023-05-07 08:02:45,472 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 08:03:06,712 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 08:03:19,020 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 08:03:40,426 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 08:03:52,596 - wikidata12k_1n - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.45675, Head : 0.28921, Avg : 0.37298 + MR: Tail : 385.72, Head : 521.39, Avg : 453.56 + Hit-1: Tail : 0.36451, Head : 0.21175, Avg : 0.28813 + Hit-3: Tail : 0.51292, Head : 0.31349, Avg : 0.4132 + Hit-10: Tail : 0.61298, Head : 0.45205, Avg : 0.53251 +2023-05-07 08:03:53,565 - wikidata12k_1n - [INFO] - [Epoch 19]: Training Loss: 0.0011355, Valid MRR: 0.37298, + + + +2023-05-07 08:03:54,223 - wikidata12k_1n - [INFO] - [E:20| 0]: Train Loss:0.0011469, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:04:57,016 - wikidata12k_1n - [INFO] - [E:20| 100]: Train Loss:0.0011279, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:05:59,786 - wikidata12k_1n - [INFO] - [E:20| 200]: Train Loss:0.0011302, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:07:02,564 - wikidata12k_1n - [INFO] - [E:20| 300]: Train Loss:0.0011304, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:08:05,336 - wikidata12k_1n - [INFO] - [E:20| 400]: Train Loss:0.0011303, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:09:08,162 - wikidata12k_1n - [INFO] - [E:20| 500]: Train Loss:0.0011307, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:10:10,977 - wikidata12k_1n - [INFO] - [E:20| 600]: Train Loss:0.0011306, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:11:13,790 - wikidata12k_1n - [INFO] - [E:20| 700]: Train Loss:0.0011297, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:12:16,579 - wikidata12k_1n - [INFO] - [E:20| 800]: Train Loss:0.0011293, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:13:19,386 - wikidata12k_1n - [INFO] - [E:20| 900]: Train Loss:0.0011282, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:14:22,201 - wikidata12k_1n - [INFO] - [E:20| 1000]: Train Loss:0.0011283, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:15:25,021 - wikidata12k_1n - [INFO] - [E:20| 1100]: Train Loss:0.0011278, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:16:27,824 - wikidata12k_1n - [INFO] - [E:20| 1200]: Train Loss:0.0011275, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:17:30,683 - wikidata12k_1n - [INFO] - [E:20| 1300]: Train Loss:0.0011272, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:18:33,394 - wikidata12k_1n - [INFO] - [E:20| 1400]: Train Loss:0.0011272, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:19:36,118 - wikidata12k_1n - [INFO] - [E:20| 1500]: Train Loss:0.0011267, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:20:38,836 - wikidata12k_1n - [INFO] - [E:20| 1600]: Train Loss:0.0011265, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:21:19,816 - wikidata12k_1n - [INFO] - [Epoch:20]: Training Loss:0.001126 + +2023-05-07 08:21:20,031 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 08:21:41,253 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 08:21:53,530 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 08:22:14,929 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 08:22:27,111 - wikidata12k_1n - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.45208, Head : 0.29901, Avg : 0.37554 + +2023-05-07 08:22:28,070 - wikidata12k_1n - [INFO] - [Epoch 20]: Training Loss: 0.0011264, Valid MRR: 0.37554, + + + +2023-05-07 08:22:28,723 - wikidata12k_1n - [INFO] - [E:21| 0]: Train Loss:0.0012433, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:23:31,438 - wikidata12k_1n - [INFO] - [E:21| 100]: Train Loss:0.0011156, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:24:34,151 - wikidata12k_1n - [INFO] - [E:21| 200]: Train Loss:0.001119, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:25:37,019 - wikidata12k_1n - [INFO] - [E:21| 300]: Train Loss:0.001119, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:26:39,790 - wikidata12k_1n - [INFO] - [E:21| 400]: Train Loss:0.0011187, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:27:42,628 - wikidata12k_1n - [INFO] - [E:21| 500]: Train Loss:0.0011183, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:28:45,347 - wikidata12k_1n - [INFO] - [E:21| 600]: Train Loss:0.0011172, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:29:48,056 - wikidata12k_1n - [INFO] - [E:21| 700]: Train Loss:0.0011171, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:30:50,856 - wikidata12k_1n - [INFO] - [E:21| 800]: Train Loss:0.0011175, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:31:53,633 - wikidata12k_1n - [INFO] - [E:21| 900]: Train Loss:0.0011181, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:32:56,399 - wikidata12k_1n - [INFO] - [E:21| 1000]: Train Loss:0.0011185, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:33:59,235 - wikidata12k_1n - [INFO] - [E:21| 1100]: Train Loss:0.0011186, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:35:02,107 - wikidata12k_1n - [INFO] - [E:21| 1200]: Train Loss:0.0011181, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:36:04,956 - wikidata12k_1n - [INFO] - [E:21| 1300]: Train Loss:0.0011185, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:37:07,779 - wikidata12k_1n - [INFO] - [E:21| 1400]: Train Loss:0.0011184, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:38:10,582 - wikidata12k_1n - [INFO] - [E:21| 1500]: Train Loss:0.0011187, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:39:13,389 - wikidata12k_1n - [INFO] - [E:21| 1600]: Train Loss:0.0011187, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:39:54,465 - wikidata12k_1n - [INFO] - [Epoch:21]: Training Loss:0.001119 + +2023-05-07 08:39:54,680 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 08:40:15,960 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 08:40:28,287 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 08:40:49,726 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 08:41:01,928 - wikidata12k_1n - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.46344, Head : 0.31034, Avg : 0.38689 + +2023-05-07 08:41:02,907 - wikidata12k_1n - [INFO] - [Epoch 21]: Training Loss: 0.0011188, Valid MRR: 0.38689, + + + +2023-05-07 08:41:03,553 - wikidata12k_1n - [INFO] - [E:22| 0]: Train Loss:0.0010955, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:42:06,443 - wikidata12k_1n - [INFO] - [E:22| 100]: Train Loss:0.0011137, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:43:09,267 - wikidata12k_1n - [INFO] - [E:22| 200]: Train Loss:0.0011132, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:44:11,979 - wikidata12k_1n - [INFO] - [E:22| 300]: Train Loss:0.001114, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:45:14,764 - wikidata12k_1n - [INFO] - [E:22| 400]: Train Loss:0.0011138, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:46:17,563 - wikidata12k_1n - [INFO] - [E:22| 500]: Train Loss:0.001113, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:47:20,466 - wikidata12k_1n - [INFO] - [E:22| 600]: Train Loss:0.0011136, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:48:23,264 - wikidata12k_1n - [INFO] - [E:22| 700]: Train Loss:0.0011127, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:49:26,044 - wikidata12k_1n - [INFO] - [E:22| 800]: Train Loss:0.0011131, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:50:28,825 - wikidata12k_1n - [INFO] - [E:22| 900]: Train Loss:0.0011136, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:51:31,577 - wikidata12k_1n - [INFO] - [E:22| 1000]: Train Loss:0.0011141, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:52:34,283 - wikidata12k_1n - [INFO] - [E:22| 1100]: Train Loss:0.0011139, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:53:37,175 - wikidata12k_1n - [INFO] - [E:22| 1200]: Train Loss:0.0011137, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:54:40,026 - wikidata12k_1n - [INFO] - [E:22| 1300]: Train Loss:0.0011136, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:55:42,890 - wikidata12k_1n - [INFO] - [E:22| 1400]: Train Loss:0.001113, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:56:45,770 - wikidata12k_1n - [INFO] - [E:22| 1500]: Train Loss:0.0011127, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:57:48,595 - wikidata12k_1n - [INFO] - [E:22| 1600]: Train Loss:0.0011125, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:58:29,623 - wikidata12k_1n - [INFO] - [Epoch:22]: Training Loss:0.001112 + +2023-05-07 08:58:29,837 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 08:58:51,055 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 08:59:03,338 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 08:59:24,728 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 08:59:36,937 - wikidata12k_1n - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.46366, Head : 0.2957, Avg : 0.37968 + +2023-05-07 08:59:36,937 - wikidata12k_1n - [INFO] - [Epoch 22]: Training Loss: 0.0011124, Valid MRR: 0.38689, + + + +2023-05-07 08:59:37,583 - wikidata12k_1n - [INFO] - [E:23| 0]: Train Loss:0.0011144, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:00:40,444 - wikidata12k_1n - [INFO] - [E:23| 100]: Train Loss:0.0011019, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:01:43,242 - wikidata12k_1n - [INFO] - [E:23| 200]: Train Loss:0.0011027, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:02:46,026 - wikidata12k_1n - [INFO] - [E:23| 300]: Train Loss:0.001102, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:03:48,816 - wikidata12k_1n - [INFO] - [E:23| 400]: Train Loss:0.0011031, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:04:51,511 - wikidata12k_1n - [INFO] - [E:23| 500]: Train Loss:0.0011033, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:05:54,219 - wikidata12k_1n - [INFO] - [E:23| 600]: Train Loss:0.001103, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:06:56,937 - wikidata12k_1n - [INFO] - [E:23| 700]: Train Loss:0.0011036, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:07:59,669 - wikidata12k_1n - [INFO] - [E:23| 800]: Train Loss:0.0011043, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:09:02,482 - wikidata12k_1n - [INFO] - [E:23| 900]: Train Loss:0.0011047, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:10:05,399 - wikidata12k_1n - [INFO] - [E:23| 1000]: Train Loss:0.0011061, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:11:08,326 - wikidata12k_1n - [INFO] - [E:23| 1100]: Train Loss:0.001106, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:12:11,137 - wikidata12k_1n - [INFO] - [E:23| 1200]: Train Loss:0.0011061, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:13:14,022 - wikidata12k_1n - [INFO] - [E:23| 1300]: Train Loss:0.0011056, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:14:16,916 - wikidata12k_1n - [INFO] - [E:23| 1400]: Train Loss:0.0011057, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:15:19,840 - wikidata12k_1n - [INFO] - [E:23| 1500]: Train Loss:0.0011056, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:16:22,560 - wikidata12k_1n - [INFO] - [E:23| 1600]: Train Loss:0.0011059, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:17:03,588 - wikidata12k_1n - [INFO] - [Epoch:23]: Training Loss:0.001106 + +2023-05-07 09:17:03,803 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 09:17:25,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 09:17:37,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 09:17:58,748 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 09:18:10,907 - wikidata12k_1n - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.46845, Head : 0.29475, Avg : 0.3816 + +2023-05-07 09:18:10,907 - wikidata12k_1n - [INFO] - [Epoch 23]: Training Loss: 0.001106, Valid MRR: 0.38689, + + + +2023-05-07 09:18:11,551 - wikidata12k_1n - [INFO] - [E:24| 0]: Train Loss:0.0011139, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:19:14,340 - wikidata12k_1n - [INFO] - [E:24| 100]: Train Loss:0.0010998, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:20:17,141 - wikidata12k_1n - [INFO] - [E:24| 200]: Train Loss:0.0011029, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:21:19,982 - wikidata12k_1n - [INFO] - [E:24| 300]: Train Loss:0.0011019, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:22:22,823 - wikidata12k_1n - [INFO] - [E:24| 400]: Train Loss:0.0011028, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:23:25,629 - wikidata12k_1n - [INFO] - [E:24| 500]: Train Loss:0.0011022, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:24:28,438 - wikidata12k_1n - [INFO] - [E:24| 600]: Train Loss:0.0011014, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:25:31,186 - wikidata12k_1n - [INFO] - [E:24| 700]: Train Loss:0.0011013, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:26:33,967 - wikidata12k_1n - [INFO] - [E:24| 800]: Train Loss:0.0011015, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:27:36,663 - wikidata12k_1n - [INFO] - [E:24| 900]: Train Loss:0.0011013, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:28:39,369 - wikidata12k_1n - [INFO] - [E:24| 1000]: Train Loss:0.0011012, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:29:42,097 - wikidata12k_1n - [INFO] - [E:24| 1100]: Train Loss:0.0011012, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:30:44,800 - wikidata12k_1n - [INFO] - [E:24| 1200]: Train Loss:0.0011011, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:31:47,531 - wikidata12k_1n - [INFO] - [E:24| 1300]: Train Loss:0.0011009, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:32:50,262 - wikidata12k_1n - [INFO] - [E:24| 1400]: Train Loss:0.0011003, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:33:52,975 - wikidata12k_1n - [INFO] - [E:24| 1500]: Train Loss:0.0011003, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:34:55,798 - wikidata12k_1n - [INFO] - [E:24| 1600]: Train Loss:0.0011003, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:35:36,825 - wikidata12k_1n - [INFO] - [Epoch:24]: Training Loss:0.0011 + +2023-05-07 09:35:37,040 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 09:35:58,268 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 09:36:10,563 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 09:36:31,958 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 09:36:44,128 - wikidata12k_1n - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.46622, Head : 0.2999, Avg : 0.38306 + +2023-05-07 09:36:44,128 - wikidata12k_1n - [INFO] - [Epoch 24]: Training Loss: 0.0011002, Valid MRR: 0.38689, + + + +2023-05-07 09:36:44,769 - wikidata12k_1n - [INFO] - [E:25| 0]: Train Loss:0.0011079, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:37:47,538 - wikidata12k_1n - [INFO] - [E:25| 100]: Train Loss:0.0010921, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:38:02,264 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-07 09:38:12,963 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 09:38:50,337 - wikidata12k_1n - [INFO] - [E:25| 200]: Train Loss:0.0010922, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:38:50,483 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 09:39:09,350 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-07 09:39:47,555 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-07 09:39:53,085 - wikidata12k_1n - [INFO] - [E:25| 300]: Train Loss:0.0010939, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:40:06,603 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.44931, Head : 0.26868, Avg : 0.359 + MR: Tail : 472.17, Head : 566.98, Avg : 519.57 + Hit-1: Tail : 0.34788, Head : 0.1921, Avg : 0.26999 + Hit-3: Tail : 0.51679, Head : 0.28426, Avg : 0.40052 + Hit-10: Tail : 0.61932, Head : 0.43807, Avg : 0.5287 +2023-05-07 09:40:55,826 - wikidata12k_1n - [INFO] - [E:25| 400]: Train Loss:0.0010941, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:41:58,595 - wikidata12k_1n - [INFO] - [E:25| 500]: Train Loss:0.0010946, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:43:01,482 - wikidata12k_1n - [INFO] - [E:25| 600]: Train Loss:0.0010949, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:44:04,324 - wikidata12k_1n - [INFO] - [E:25| 700]: Train Loss:0.0010948, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:45:07,163 - wikidata12k_1n - [INFO] - [E:25| 800]: Train Loss:0.0010956, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:46:09,971 - wikidata12k_1n - [INFO] - [E:25| 900]: Train Loss:0.0010954, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:47:12,765 - wikidata12k_1n - [INFO] - [E:25| 1000]: Train Loss:0.001095, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:48:15,597 - wikidata12k_1n - [INFO] - [E:25| 1100]: Train Loss:0.0010955, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:49:18,447 - wikidata12k_1n - [INFO] - [E:25| 1200]: Train Loss:0.0010956, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:50:21,249 - wikidata12k_1n - [INFO] - [E:25| 1300]: Train Loss:0.0010956, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:51:24,060 - wikidata12k_1n - [INFO] - [E:25| 1400]: Train Loss:0.0010954, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:52:26,854 - wikidata12k_1n - [INFO] - [E:25| 1500]: Train Loss:0.0010949, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:53:29,627 - wikidata12k_1n - [INFO] - [E:25| 1600]: Train Loss:0.001095, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:54:10,673 - wikidata12k_1n - [INFO] - [Epoch:25]: Training Loss:0.001095 + +2023-05-07 09:54:10,888 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 09:54:32,104 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 09:54:44,394 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 09:55:05,788 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 09:55:17,971 - wikidata12k_1n - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.46666, Head : 0.3048, Avg : 0.38573 + +2023-05-07 09:55:17,971 - wikidata12k_1n - [INFO] - [Epoch 25]: Training Loss: 0.0010948, Valid MRR: 0.38689, + + + +2023-05-07 09:55:18,618 - wikidata12k_1n - [INFO] - [E:26| 0]: Train Loss:0.0011139, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:56:21,360 - wikidata12k_1n - [INFO] - [E:26| 100]: Train Loss:0.0010912, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:57:24,102 - wikidata12k_1n - [INFO] - [E:26| 200]: Train Loss:0.0010873, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:58:26,809 - wikidata12k_1n - [INFO] - [E:26| 300]: Train Loss:0.0010889, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:59:29,573 - wikidata12k_1n - [INFO] - [E:26| 400]: Train Loss:0.0010892, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:00:32,299 - wikidata12k_1n - [INFO] - [E:26| 500]: Train Loss:0.0010897, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:01:35,022 - wikidata12k_1n - [INFO] - [E:26| 600]: Train Loss:0.0010896, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:02:37,753 - wikidata12k_1n - [INFO] - [E:26| 700]: Train Loss:0.0010905, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:03:40,480 - wikidata12k_1n - [INFO] - [E:26| 800]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:04:43,180 - wikidata12k_1n - [INFO] - [E:26| 900]: Train Loss:0.0010904, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:05:45,891 - wikidata12k_1n - [INFO] - [E:26| 1000]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:06:48,630 - wikidata12k_1n - [INFO] - [E:26| 1100]: Train Loss:0.00109, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:07:51,503 - wikidata12k_1n - [INFO] - [E:26| 1200]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:08:54,329 - wikidata12k_1n - [INFO] - [E:26| 1300]: Train Loss:0.00109, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:09:57,131 - wikidata12k_1n - [INFO] - [E:26| 1400]: Train Loss:0.0010898, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:10:59,929 - wikidata12k_1n - [INFO] - [E:26| 1500]: Train Loss:0.0010896, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:12:02,748 - wikidata12k_1n - [INFO] - [E:26| 1600]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:12:43,786 - wikidata12k_1n - [INFO] - [Epoch:26]: Training Loss:0.00109 + +2023-05-07 10:12:44,002 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 10:13:05,222 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 10:13:17,528 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 10:13:38,899 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 10:13:51,069 - wikidata12k_1n - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.46741, Head : 0.31538, Avg : 0.3914 + +2023-05-07 10:13:52,042 - wikidata12k_1n - [INFO] - [Epoch 26]: Training Loss: 0.0010903, Valid MRR: 0.3914, + + + +2023-05-07 10:13:52,691 - wikidata12k_1n - [INFO] - [E:27| 0]: Train Loss:0.001129, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:14:55,507 - wikidata12k_1n - [INFO] - [E:27| 100]: Train Loss:0.0010905, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:15:58,268 - wikidata12k_1n - [INFO] - [E:27| 200]: Train Loss:0.0010903, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:17:01,205 - wikidata12k_1n - [INFO] - [E:27| 300]: Train Loss:0.0010879, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:18:03,920 - wikidata12k_1n - [INFO] - [E:27| 400]: Train Loss:0.001087, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:19:06,705 - wikidata12k_1n - [INFO] - [E:27| 500]: Train Loss:0.0010869, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:20:09,432 - wikidata12k_1n - [INFO] - [E:27| 600]: Train Loss:0.0010884, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:21:12,135 - wikidata12k_1n - [INFO] - [E:27| 700]: Train Loss:0.0010888, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:22:14,808 - wikidata12k_1n - [INFO] - [E:27| 800]: Train Loss:0.0010879, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:23:17,579 - wikidata12k_1n - [INFO] - [E:27| 900]: Train Loss:0.0010876, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:24:20,483 - wikidata12k_1n - [INFO] - [E:27| 1000]: Train Loss:0.0010878, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:25:23,281 - wikidata12k_1n - [INFO] - [E:27| 1100]: Train Loss:0.0010872, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:26:25,994 - wikidata12k_1n - [INFO] - [E:27| 1200]: Train Loss:0.0010873, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:27:28,801 - wikidata12k_1n - [INFO] - [E:27| 1300]: Train Loss:0.0010869, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:28:31,551 - wikidata12k_1n - [INFO] - [E:27| 1400]: Train Loss:0.0010867, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:29:34,262 - wikidata12k_1n - [INFO] - [E:27| 1500]: Train Loss:0.0010871, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:30:36,960 - wikidata12k_1n - [INFO] - [E:27| 1600]: Train Loss:0.0010866, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:31:17,949 - wikidata12k_1n - [INFO] - [Epoch:27]: Training Loss:0.001086 + +2023-05-07 10:31:18,164 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 10:31:39,366 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 10:31:51,644 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 10:32:13,028 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 10:32:25,183 - wikidata12k_1n - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.47417, Head : 0.27716, Avg : 0.37567 + +2023-05-07 10:32:25,184 - wikidata12k_1n - [INFO] - [Epoch 27]: Training Loss: 0.0010865, Valid MRR: 0.3914, + + + +2023-05-07 10:32:25,824 - wikidata12k_1n - [INFO] - [E:28| 0]: Train Loss:0.0010786, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:33:28,586 - wikidata12k_1n - [INFO] - [E:28| 100]: Train Loss:0.0010789, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:34:31,416 - wikidata12k_1n - [INFO] - [E:28| 200]: Train Loss:0.0010801, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:35:34,087 - wikidata12k_1n - [INFO] - [E:28| 300]: Train Loss:0.0010809, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:36:36,772 - wikidata12k_1n - [INFO] - [E:28| 400]: Train Loss:0.0010793, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:37:39,494 - wikidata12k_1n - [INFO] - [E:28| 500]: Train Loss:0.0010787, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:38:42,185 - wikidata12k_1n - [INFO] - [E:28| 600]: Train Loss:0.0010786, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:39:44,893 - wikidata12k_1n - [INFO] - [E:28| 700]: Train Loss:0.0010782, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:40:47,578 - wikidata12k_1n - [INFO] - [E:28| 800]: Train Loss:0.0010787, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:41:50,262 - wikidata12k_1n - [INFO] - [E:28| 900]: Train Loss:0.0010795, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:42:53,030 - wikidata12k_1n - [INFO] - [E:28| 1000]: Train Loss:0.00108, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:43:55,717 - wikidata12k_1n - [INFO] - [E:28| 1100]: Train Loss:0.00108, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:44:58,474 - wikidata12k_1n - [INFO] - [E:28| 1200]: Train Loss:0.0010802, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:46:01,319 - wikidata12k_1n - [INFO] - [E:28| 1300]: Train Loss:0.0010805, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:47:04,143 - wikidata12k_1n - [INFO] - [E:28| 1400]: Train Loss:0.0010811, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:48:06,982 - wikidata12k_1n - [INFO] - [E:28| 1500]: Train Loss:0.0010816, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:49:09,797 - wikidata12k_1n - [INFO] - [E:28| 1600]: Train Loss:0.0010815, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:49:50,749 - wikidata12k_1n - [INFO] - [Epoch:28]: Training Loss:0.001081 + +2023-05-07 10:49:50,965 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 10:50:12,167 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 10:50:24,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 10:50:45,896 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 10:50:58,071 - wikidata12k_1n - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.47453, Head : 0.31635, Avg : 0.39544 + +2023-05-07 10:50:59,062 - wikidata12k_1n - [INFO] - [Epoch 28]: Training Loss: 0.0010813, Valid MRR: 0.39544, + + + +2023-05-07 10:50:59,711 - wikidata12k_1n - [INFO] - [E:29| 0]: Train Loss:0.0010906, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:52:02,484 - wikidata12k_1n - [INFO] - [E:29| 100]: Train Loss:0.0010765, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:53:05,259 - wikidata12k_1n - [INFO] - [E:29| 200]: Train Loss:0.0010773, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:54:08,044 - wikidata12k_1n - [INFO] - [E:29| 300]: Train Loss:0.0010779, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:55:10,850 - wikidata12k_1n - [INFO] - [E:29| 400]: Train Loss:0.001078, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:56:13,660 - wikidata12k_1n - [INFO] - [E:29| 500]: Train Loss:0.0010794, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:57:16,422 - wikidata12k_1n - [INFO] - [E:29| 600]: Train Loss:0.0010797, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:58:19,112 - wikidata12k_1n - [INFO] - [E:29| 700]: Train Loss:0.0010786, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:59:21,832 - wikidata12k_1n - [INFO] - [E:29| 800]: Train Loss:0.0010777, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:00:24,684 - wikidata12k_1n - [INFO] - [E:29| 900]: Train Loss:0.0010775, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:01:27,473 - wikidata12k_1n - [INFO] - [E:29| 1000]: Train Loss:0.0010777, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:02:30,293 - wikidata12k_1n - [INFO] - [E:29| 1100]: Train Loss:0.0010773, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:02:36,227 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-07 11:02:47,333 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 11:03:33,161 - wikidata12k_1n - [INFO] - [E:29| 1200]: Train Loss:0.0010766, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:04:35,890 - wikidata12k_1n - [INFO] - [E:29| 1300]: Train Loss:0.0010768, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:05:38,550 - wikidata12k_1n - [INFO] - [E:29| 1400]: Train Loss:0.0010772, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:06:41,225 - wikidata12k_1n - [INFO] - [E:29| 1500]: Train Loss:0.0010772, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:07:43,901 - wikidata12k_1n - [INFO] - [E:29| 1600]: Train Loss:0.0010771, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:08:25,005 - wikidata12k_1n - [INFO] - [Epoch:29]: Training Loss:0.001077 + +2023-05-07 11:08:25,219 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 11:08:46,421 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 11:08:58,701 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 11:09:20,081 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 11:09:32,231 - wikidata12k_1n - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.47616, Head : 0.33092, Avg : 0.40354 + MR: Tail : 371.3, Head : 423.98, Avg : 397.64 + Hit-1: Tail : 0.37708, Head : 0.23748, Avg : 0.30728 + Hit-3: Tail : 0.53509, Head : 0.38222, Avg : 0.45865 + Hit-10: Tail : 0.64821, Head : 0.51465, Avg : 0.58143 +2023-05-07 11:09:33,182 - wikidata12k_1n - [INFO] - [Epoch 29]: Training Loss: 0.0010771, Valid MRR: 0.40354, + + + +2023-05-07 11:09:33,823 - wikidata12k_1n - [INFO] - [E:30| 0]: Train Loss:0.0010321, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:10:03,413 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-07 11:10:14,331 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 11:10:36,647 - wikidata12k_1n - [INFO] - [E:30| 100]: Train Loss:0.0010762, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:10:52,292 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 11:11:11,273 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-07 11:11:39,481 - wikidata12k_1n - [INFO] - [E:30| 200]: Train Loss:0.001072, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:11:49,785 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-07 11:12:08,740 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.45567, Head : 0.28902, Avg : 0.37235 + MR: Tail : 498.45, Head : 543.9, Avg : 521.18 + Hit-1: Tail : 0.35032, Head : 0.20518, Avg : 0.27775 + Hit-3: Tail : 0.52794, Head : 0.30948, Avg : 0.41871 + Hit-10: Tail : 0.6391, Head : 0.47553, Avg : 0.55731 +2023-05-07 11:12:42,304 - wikidata12k_1n - [INFO] - [E:30| 300]: Train Loss:0.0010729, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:13:45,117 - wikidata12k_1n - [INFO] - [E:30| 400]: Train Loss:0.0010739, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:14:47,920 - wikidata12k_1n - [INFO] - [E:30| 500]: Train Loss:0.0010738, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:15:50,718 - wikidata12k_1n - [INFO] - [E:30| 600]: Train Loss:0.0010736, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:16:53,542 - wikidata12k_1n - [INFO] - [E:30| 700]: Train Loss:0.0010726, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:17:56,316 - wikidata12k_1n - [INFO] - [E:30| 800]: Train Loss:0.0010729, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:18:59,126 - wikidata12k_1n - [INFO] - [E:30| 900]: Train Loss:0.0010732, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:20:02,076 - wikidata12k_1n - [INFO] - [E:30| 1000]: Train Loss:0.0010728, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:21:05,068 - wikidata12k_1n - [INFO] - [E:30| 1100]: Train Loss:0.0010727, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:22:07,985 - wikidata12k_1n - [INFO] - [E:30| 1200]: Train Loss:0.0010725, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:23:10,816 - wikidata12k_1n - [INFO] - [E:30| 1300]: Train Loss:0.0010724, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:24:13,657 - wikidata12k_1n - [INFO] - [E:30| 1400]: Train Loss:0.0010727, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:25:16,476 - wikidata12k_1n - [INFO] - [E:30| 1500]: Train Loss:0.0010733, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:26:19,279 - wikidata12k_1n - [INFO] - [E:30| 1600]: Train Loss:0.0010733, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:27:00,271 - wikidata12k_1n - [INFO] - [Epoch:30]: Training Loss:0.001073 + +2023-05-07 11:27:00,485 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 11:27:21,704 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 11:27:33,989 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 11:27:55,373 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 11:28:07,593 - wikidata12k_1n - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.4725, Head : 0.32679, Avg : 0.39964 + +2023-05-07 11:28:07,593 - wikidata12k_1n - [INFO] - [Epoch 30]: Training Loss: 0.0010733, Valid MRR: 0.40354, + + + +2023-05-07 11:28:08,235 - wikidata12k_1n - [INFO] - [E:31| 0]: Train Loss:0.0010565, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:29:10,901 - wikidata12k_1n - [INFO] - [E:31| 100]: Train Loss:0.0010662, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:30:13,605 - wikidata12k_1n - [INFO] - [E:31| 200]: Train Loss:0.0010709, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:31:16,289 - wikidata12k_1n - [INFO] - [E:31| 300]: Train Loss:0.0010698, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:32:19,009 - wikidata12k_1n - [INFO] - [E:31| 400]: Train Loss:0.0010698, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:33:21,699 - wikidata12k_1n - [INFO] - [E:31| 500]: Train Loss:0.0010696, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:34:24,541 - wikidata12k_1n - [INFO] - [E:31| 600]: Train Loss:0.0010702, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:35:27,317 - wikidata12k_1n - [INFO] - [E:31| 700]: Train Loss:0.0010702, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:36:30,116 - wikidata12k_1n - [INFO] - [E:31| 800]: Train Loss:0.0010694, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:37:32,923 - wikidata12k_1n - [INFO] - [E:31| 900]: Train Loss:0.0010696, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:38:35,760 - wikidata12k_1n - [INFO] - [E:31| 1000]: Train Loss:0.0010693, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:39:38,575 - wikidata12k_1n - [INFO] - [E:31| 1100]: Train Loss:0.0010694, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:40:41,412 - wikidata12k_1n - [INFO] - [E:31| 1200]: Train Loss:0.0010695, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:41:44,232 - wikidata12k_1n - [INFO] - [E:31| 1300]: Train Loss:0.0010699, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:42:47,062 - wikidata12k_1n - [INFO] - [E:31| 1400]: Train Loss:0.0010695, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:43:49,749 - wikidata12k_1n - [INFO] - [E:31| 1500]: Train Loss:0.0010694, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:44:52,455 - wikidata12k_1n - [INFO] - [E:31| 1600]: Train Loss:0.0010698, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:45:33,519 - wikidata12k_1n - [INFO] - [Epoch:31]: Training Loss:0.00107 + +2023-05-07 11:45:33,735 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 11:45:54,960 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 11:46:07,263 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 11:46:28,648 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 11:46:40,820 - wikidata12k_1n - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.47525, Head : 0.31337, Avg : 0.39431 + +2023-05-07 11:46:40,820 - wikidata12k_1n - [INFO] - [Epoch 31]: Training Loss: 0.0010699, Valid MRR: 0.40354, + + + +2023-05-07 11:46:41,463 - wikidata12k_1n - [INFO] - [E:32| 0]: Train Loss:0.001063, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:47:44,273 - wikidata12k_1n - [INFO] - [E:32| 100]: Train Loss:0.0010649, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:48:47,127 - wikidata12k_1n - [INFO] - [E:32| 200]: Train Loss:0.0010643, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:49:49,909 - wikidata12k_1n - [INFO] - [E:32| 300]: Train Loss:0.0010661, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:50:52,715 - wikidata12k_1n - [INFO] - [E:32| 400]: Train Loss:0.0010654, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:51:55,590 - wikidata12k_1n - [INFO] - [E:32| 500]: Train Loss:0.0010654, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:52:58,409 - wikidata12k_1n - [INFO] - [E:32| 600]: Train Loss:0.0010651, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:54:01,128 - wikidata12k_1n - [INFO] - [E:32| 700]: Train Loss:0.0010651, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:55:03,823 - wikidata12k_1n - [INFO] - [E:32| 800]: Train Loss:0.0010655, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:56:06,514 - wikidata12k_1n - [INFO] - [E:32| 900]: Train Loss:0.0010657, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:57:09,208 - wikidata12k_1n - [INFO] - [E:32| 1000]: Train Loss:0.001066, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:58:11,922 - wikidata12k_1n - [INFO] - [E:32| 1100]: Train Loss:0.0010665, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:59:14,622 - wikidata12k_1n - [INFO] - [E:32| 1200]: Train Loss:0.0010662, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:00:17,389 - wikidata12k_1n - [INFO] - [E:32| 1300]: Train Loss:0.0010661, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:01:20,086 - wikidata12k_1n - [INFO] - [E:32| 1400]: Train Loss:0.0010658, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:02:22,760 - wikidata12k_1n - [INFO] - [E:32| 1500]: Train Loss:0.0010663, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:03:25,464 - wikidata12k_1n - [INFO] - [E:32| 1600]: Train Loss:0.0010663, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:04:06,503 - wikidata12k_1n - [INFO] - [Epoch:32]: Training Loss:0.001066 + +2023-05-07 12:04:06,719 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 12:04:27,946 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 12:04:40,241 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 12:05:01,643 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 12:05:13,817 - wikidata12k_1n - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.48422, Head : 0.33037, Avg : 0.40729 + +2023-05-07 12:05:14,798 - wikidata12k_1n - [INFO] - [Epoch 32]: Training Loss: 0.0010663, Valid MRR: 0.40729, + + + +2023-05-07 12:05:15,446 - wikidata12k_1n - [INFO] - [E:33| 0]: Train Loss:0.0010481, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:06:13,222 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-07 12:06:18,246 - wikidata12k_1n - [INFO] - [E:33| 100]: Train Loss:0.0010668, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:06:24,169 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 12:07:01,842 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 12:07:20,531 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-07 12:07:20,973 - wikidata12k_1n - [INFO] - [E:33| 200]: Train Loss:0.0010652, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:07:59,125 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-07 12:08:18,245 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.45317, Head : 0.28409, Avg : 0.36863 + MR: Tail : 498.88, Head : 537.87, Avg : 518.38 + Hit-1: Tail : 0.34902, Head : 0.19838, Avg : 0.2737 + Hit-3: Tail : 0.51741, Head : 0.30398, Avg : 0.41069 + Hit-10: Tail : 0.64231, Head : 0.48233, Avg : 0.56232 +2023-05-07 12:08:23,666 - wikidata12k_1n - [INFO] - [E:33| 300]: Train Loss:0.0010632, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:09:26,491 - wikidata12k_1n - [INFO] - [E:33| 400]: Train Loss:0.0010626, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:10:29,199 - wikidata12k_1n - [INFO] - [E:33| 500]: Train Loss:0.0010621, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:11:31,922 - wikidata12k_1n - [INFO] - [E:33| 600]: Train Loss:0.0010615, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:12:34,638 - wikidata12k_1n - [INFO] - [E:33| 700]: Train Loss:0.0010615, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:13:37,474 - wikidata12k_1n - [INFO] - [E:33| 800]: Train Loss:0.0010615, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:14:40,387 - wikidata12k_1n - [INFO] - [E:33| 900]: Train Loss:0.0010612, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:15:43,212 - wikidata12k_1n - [INFO] - [E:33| 1000]: Train Loss:0.0010618, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:16:46,009 - wikidata12k_1n - [INFO] - [E:33| 1100]: Train Loss:0.0010619, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:17:48,835 - wikidata12k_1n - [INFO] - [E:33| 1200]: Train Loss:0.0010624, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:18:51,530 - wikidata12k_1n - [INFO] - [E:33| 1300]: Train Loss:0.0010628, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:19:54,259 - wikidata12k_1n - [INFO] - [E:33| 1400]: Train Loss:0.001063, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:20:56,980 - wikidata12k_1n - [INFO] - [E:33| 1500]: Train Loss:0.0010629, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:21:59,691 - wikidata12k_1n - [INFO] - [E:33| 1600]: Train Loss:0.001063, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:22:40,623 - wikidata12k_1n - [INFO] - [Epoch:33]: Training Loss:0.001063 + +2023-05-07 12:22:40,838 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 12:23:02,047 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 12:23:14,323 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 12:23:35,687 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 12:23:47,840 - wikidata12k_1n - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.48224, Head : 0.28061, Avg : 0.38143 + +2023-05-07 12:23:47,840 - wikidata12k_1n - [INFO] - [Epoch 33]: Training Loss: 0.0010632, Valid MRR: 0.40729, + + + +2023-05-07 12:23:48,481 - wikidata12k_1n - [INFO] - [E:34| 0]: Train Loss:0.0010507, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:24:51,258 - wikidata12k_1n - [INFO] - [E:34| 100]: Train Loss:0.0010589, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:25:54,090 - wikidata12k_1n - [INFO] - [E:34| 200]: Train Loss:0.001058, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:26:56,900 - wikidata12k_1n - [INFO] - [E:34| 300]: Train Loss:0.0010586, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:27:59,667 - wikidata12k_1n - [INFO] - [E:34| 400]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:29:02,427 - wikidata12k_1n - [INFO] - [E:34| 500]: Train Loss:0.0010594, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:30:05,185 - wikidata12k_1n - [INFO] - [E:34| 600]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:31:07,926 - wikidata12k_1n - [INFO] - [E:34| 700]: Train Loss:0.0010584, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:32:10,675 - wikidata12k_1n - [INFO] - [E:34| 800]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:33:13,453 - wikidata12k_1n - [INFO] - [E:34| 900]: Train Loss:0.0010585, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:34:16,198 - wikidata12k_1n - [INFO] - [E:34| 1000]: Train Loss:0.0010591, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:35:19,015 - wikidata12k_1n - [INFO] - [E:34| 1100]: Train Loss:0.0010594, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:36:21,765 - wikidata12k_1n - [INFO] - [E:34| 1200]: Train Loss:0.0010598, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:37:24,530 - wikidata12k_1n - [INFO] - [E:34| 1300]: Train Loss:0.0010597, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:38:27,283 - wikidata12k_1n - [INFO] - [E:34| 1400]: Train Loss:0.0010602, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:39:30,047 - wikidata12k_1n - [INFO] - [E:34| 1500]: Train Loss:0.0010599, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:40:32,854 - wikidata12k_1n - [INFO] - [E:34| 1600]: Train Loss:0.0010598, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:41:13,883 - wikidata12k_1n - [INFO] - [Epoch:34]: Training Loss:0.00106 + +2023-05-07 12:41:14,099 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 12:41:35,316 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 12:41:47,608 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 12:42:09,021 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 12:42:21,190 - wikidata12k_1n - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.47937, Head : 0.27827, Avg : 0.37882 + +2023-05-07 12:42:21,191 - wikidata12k_1n - [INFO] - [Epoch 34]: Training Loss: 0.0010601, Valid MRR: 0.40729, + + + +2023-05-07 12:42:21,836 - wikidata12k_1n - [INFO] - [E:35| 0]: Train Loss:0.0010799, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:43:24,638 - wikidata12k_1n - [INFO] - [E:35| 100]: Train Loss:0.0010614, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:44:27,578 - wikidata12k_1n - [INFO] - [E:35| 200]: Train Loss:0.0010624, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:45:30,319 - wikidata12k_1n - [INFO] - [E:35| 300]: Train Loss:0.00106, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:46:33,091 - wikidata12k_1n - [INFO] - [E:35| 400]: Train Loss:0.0010595, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:47:35,860 - wikidata12k_1n - [INFO] - [E:35| 500]: Train Loss:0.0010591, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:48:38,635 - wikidata12k_1n - [INFO] - [E:35| 600]: Train Loss:0.0010586, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:49:41,376 - wikidata12k_1n - [INFO] - [E:35| 700]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:50:44,115 - wikidata12k_1n - [INFO] - [E:35| 800]: Train Loss:0.001058, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:51:46,848 - wikidata12k_1n - [INFO] - [E:35| 900]: Train Loss:0.0010584, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:52:49,747 - wikidata12k_1n - [INFO] - [E:35| 1000]: Train Loss:0.0010584, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:53:52,430 - wikidata12k_1n - [INFO] - [E:35| 1100]: Train Loss:0.0010585, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:54:55,109 - wikidata12k_1n - [INFO] - [E:35| 1200]: Train Loss:0.001058, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:55:57,791 - wikidata12k_1n - [INFO] - [E:35| 1300]: Train Loss:0.0010577, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:57:00,510 - wikidata12k_1n - [INFO] - [E:35| 1400]: Train Loss:0.0010572, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:58:03,319 - wikidata12k_1n - [INFO] - [E:35| 1500]: Train Loss:0.001057, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:59:06,150 - wikidata12k_1n - [INFO] - [E:35| 1600]: Train Loss:0.0010568, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:59:47,190 - wikidata12k_1n - [INFO] - [Epoch:35]: Training Loss:0.001057 + +2023-05-07 12:59:47,406 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 13:00:08,638 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 13:00:20,927 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 13:00:42,410 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 13:00:54,574 - wikidata12k_1n - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.4819, Head : 0.29672, Avg : 0.38931 + +2023-05-07 13:00:54,574 - wikidata12k_1n - [INFO] - [Epoch 35]: Training Loss: 0.0010571, Valid MRR: 0.40729, + + + +2023-05-07 13:00:55,217 - wikidata12k_1n - [INFO] - [E:36| 0]: Train Loss:0.0010246, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:01:57,908 - wikidata12k_1n - [INFO] - [E:36| 100]: Train Loss:0.0010525, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:03:00,699 - wikidata12k_1n - [INFO] - [E:36| 200]: Train Loss:0.0010549, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:04:03,494 - wikidata12k_1n - [INFO] - [E:36| 300]: Train Loss:0.0010527, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:05:06,304 - wikidata12k_1n - [INFO] - [E:36| 400]: Train Loss:0.0010532, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:06:09,100 - wikidata12k_1n - [INFO] - [E:36| 500]: Train Loss:0.001054, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:07:11,915 - wikidata12k_1n - [INFO] - [E:36| 600]: Train Loss:0.0010547, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:08:14,730 - wikidata12k_1n - [INFO] - [E:36| 700]: Train Loss:0.0010555, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:09:17,565 - wikidata12k_1n - [INFO] - [E:36| 800]: Train Loss:0.001056, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:10:20,288 - wikidata12k_1n - [INFO] - [E:36| 900]: Train Loss:0.0010554, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:11:23,018 - wikidata12k_1n - [INFO] - [E:36| 1000]: Train Loss:0.0010555, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:12:25,779 - wikidata12k_1n - [INFO] - [E:36| 1100]: Train Loss:0.0010555, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:13:28,483 - wikidata12k_1n - [INFO] - [E:36| 1200]: Train Loss:0.0010549, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:14:31,179 - wikidata12k_1n - [INFO] - [E:36| 1300]: Train Loss:0.0010548, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:15:33,875 - wikidata12k_1n - [INFO] - [E:36| 1400]: Train Loss:0.0010545, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:16:36,655 - wikidata12k_1n - [INFO] - [E:36| 1500]: Train Loss:0.0010544, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:17:39,421 - wikidata12k_1n - [INFO] - [E:36| 1600]: Train Loss:0.0010545, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:18:20,565 - wikidata12k_1n - [INFO] - [Epoch:36]: Training Loss:0.001054 + +2023-05-07 13:18:20,780 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 13:18:42,007 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 13:18:54,308 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 13:19:15,713 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 13:19:27,885 - wikidata12k_1n - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.48713, Head : 0.29853, Avg : 0.39283 + +2023-05-07 13:19:27,885 - wikidata12k_1n - [INFO] - [Epoch 36]: Training Loss: 0.0010541, Valid MRR: 0.40729, + + + +2023-05-07 13:19:28,528 - wikidata12k_1n - [INFO] - [E:37| 0]: Train Loss:0.0010207, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:20:31,339 - wikidata12k_1n - [INFO] - [E:37| 100]: Train Loss:0.0010472, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:21:34,054 - wikidata12k_1n - [INFO] - [E:37| 200]: Train Loss:0.0010486, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:22:36,769 - wikidata12k_1n - [INFO] - [E:37| 300]: Train Loss:0.0010505, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:23:39,444 - wikidata12k_1n - [INFO] - [E:37| 400]: Train Loss:0.0010512, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:24:42,133 - wikidata12k_1n - [INFO] - [E:37| 500]: Train Loss:0.0010515, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:25:44,831 - wikidata12k_1n - [INFO] - [E:37| 600]: Train Loss:0.0010521, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:26:47,616 - wikidata12k_1n - [INFO] - [E:37| 700]: Train Loss:0.0010514, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:27:50,324 - wikidata12k_1n - [INFO] - [E:37| 800]: Train Loss:0.0010519, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:28:53,007 - wikidata12k_1n - [INFO] - [E:37| 900]: Train Loss:0.0010523, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:29:55,704 - wikidata12k_1n - [INFO] - [E:37| 1000]: Train Loss:0.001052, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:30:58,529 - wikidata12k_1n - [INFO] - [E:37| 1100]: Train Loss:0.0010513, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:32:01,364 - wikidata12k_1n - [INFO] - [E:37| 1200]: Train Loss:0.0010515, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:33:04,181 - wikidata12k_1n - [INFO] - [E:37| 1300]: Train Loss:0.0010517, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:34:06,973 - wikidata12k_1n - [INFO] - [E:37| 1400]: Train Loss:0.001052, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:35:09,801 - wikidata12k_1n - [INFO] - [E:37| 1500]: Train Loss:0.0010517, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:36:12,547 - wikidata12k_1n - [INFO] - [E:37| 1600]: Train Loss:0.0010519, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:36:53,524 - wikidata12k_1n - [INFO] - [Epoch:37]: Training Loss:0.001052 + +2023-05-07 13:36:53,740 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 13:37:14,947 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 13:37:27,225 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 13:37:48,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 13:38:00,765 - wikidata12k_1n - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.48864, Head : 0.32179, Avg : 0.40522 + +2023-05-07 13:38:00,765 - wikidata12k_1n - [INFO] - [Epoch 37]: Training Loss: 0.0010519, Valid MRR: 0.40729, + + + +2023-05-07 13:38:01,407 - wikidata12k_1n - [INFO] - [E:38| 0]: Train Loss:0.0010519, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:39:04,124 - wikidata12k_1n - [INFO] - [E:38| 100]: Train Loss:0.0010464, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:40:06,802 - wikidata12k_1n - [INFO] - [E:38| 200]: Train Loss:0.0010463, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:41:09,502 - wikidata12k_1n - [INFO] - [E:38| 300]: Train Loss:0.0010467, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:42:12,195 - wikidata12k_1n - [INFO] - [E:38| 400]: Train Loss:0.0010468, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:43:14,869 - wikidata12k_1n - [INFO] - [E:38| 500]: Train Loss:0.001047, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:44:17,688 - wikidata12k_1n - [INFO] - [E:38| 600]: Train Loss:0.0010477, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:45:20,426 - wikidata12k_1n - [INFO] - [E:38| 700]: Train Loss:0.0010488, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:46:23,132 - wikidata12k_1n - [INFO] - [E:38| 800]: Train Loss:0.0010485, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:47:25,872 - wikidata12k_1n - [INFO] - [E:38| 900]: Train Loss:0.0010486, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:48:28,650 - wikidata12k_1n - [INFO] - [E:38| 1000]: Train Loss:0.0010484, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:49:31,461 - wikidata12k_1n - [INFO] - [E:38| 1100]: Train Loss:0.0010488, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:50:34,250 - wikidata12k_1n - [INFO] - [E:38| 1200]: Train Loss:0.0010491, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:51:37,041 - wikidata12k_1n - [INFO] - [E:38| 1300]: Train Loss:0.0010489, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:52:39,793 - wikidata12k_1n - [INFO] - [E:38| 1400]: Train Loss:0.0010489, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:53:42,664 - wikidata12k_1n - [INFO] - [E:38| 1500]: Train Loss:0.001049, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:54:45,478 - wikidata12k_1n - [INFO] - [E:38| 1600]: Train Loss:0.0010487, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:55:26,507 - wikidata12k_1n - [INFO] - [Epoch:38]: Training Loss:0.001049 + +2023-05-07 13:55:26,722 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 13:55:47,960 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 13:56:00,254 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 13:56:21,650 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 13:56:33,817 - wikidata12k_1n - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.48265, Head : 0.28849, Avg : 0.38557 + +2023-05-07 13:56:33,817 - wikidata12k_1n - [INFO] - [Epoch 38]: Training Loss: 0.0010488, Valid MRR: 0.40729, + + + +2023-05-07 13:56:34,457 - wikidata12k_1n - [INFO] - [E:39| 0]: Train Loss:0.0010429, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:57:37,274 - wikidata12k_1n - [INFO] - [E:39| 100]: Train Loss:0.001052, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:58:40,123 - wikidata12k_1n - [INFO] - [E:39| 200]: Train Loss:0.0010483, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:59:42,980 - wikidata12k_1n - [INFO] - [E:39| 300]: Train Loss:0.001046, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:00:45,781 - wikidata12k_1n - [INFO] - [E:39| 400]: Train Loss:0.0010459, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:01:48,583 - wikidata12k_1n - [INFO] - [E:39| 500]: Train Loss:0.0010463, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:02:51,294 - wikidata12k_1n - [INFO] - [E:39| 600]: Train Loss:0.0010461, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:03:54,006 - wikidata12k_1n - [INFO] - [E:39| 700]: Train Loss:0.0010471, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:04:56,733 - wikidata12k_1n - [INFO] - [E:39| 800]: Train Loss:0.0010478, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:05:59,468 - wikidata12k_1n - [INFO] - [E:39| 900]: Train Loss:0.0010484, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:07:02,189 - wikidata12k_1n - [INFO] - [E:39| 1000]: Train Loss:0.0010485, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:08:04,927 - wikidata12k_1n - [INFO] - [E:39| 1100]: Train Loss:0.0010484, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:09:07,594 - wikidata12k_1n - [INFO] - [E:39| 1200]: Train Loss:0.0010482, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:10:10,354 - wikidata12k_1n - [INFO] - [E:39| 1300]: Train Loss:0.0010482, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:11:13,184 - wikidata12k_1n - [INFO] - [E:39| 1400]: Train Loss:0.0010478, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:12:15,955 - wikidata12k_1n - [INFO] - [E:39| 1500]: Train Loss:0.0010474, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:13:18,710 - wikidata12k_1n - [INFO] - [E:39| 1600]: Train Loss:0.0010472, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:13:59,735 - wikidata12k_1n - [INFO] - [Epoch:39]: Training Loss:0.001047 + +2023-05-07 14:13:59,950 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 14:14:21,165 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 14:14:33,446 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 14:14:54,843 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 14:15:07,005 - wikidata12k_1n - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.48127, Head : 0.28462, Avg : 0.38295 + MR: Tail : 382.24, Head : 429.48, Avg : 405.86 + Hit-1: Tail : 0.3849, Head : 0.18641, Avg : 0.28565 + Hit-3: Tail : 0.53098, Head : 0.3223, Avg : 0.42664 + Hit-10: Tail : 0.66197, Head : 0.48085, Avg : 0.57141 +2023-05-07 14:15:07,005 - wikidata12k_1n - [INFO] - [Epoch 39]: Training Loss: 0.0010474, Valid MRR: 0.40729, + + + +2023-05-07 14:15:07,647 - wikidata12k_1n - [INFO] - [E:40| 0]: Train Loss:0.0010224, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:16:10,360 - wikidata12k_1n - [INFO] - [E:40| 100]: Train Loss:0.0010436, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:17:13,144 - wikidata12k_1n - [INFO] - [E:40| 200]: Train Loss:0.0010431, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:18:15,980 - wikidata12k_1n - [INFO] - [E:40| 300]: Train Loss:0.001043, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:19:18,805 - wikidata12k_1n - [INFO] - [E:40| 400]: Train Loss:0.0010431, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:20:21,634 - wikidata12k_1n - [INFO] - [E:40| 500]: Train Loss:0.0010449, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:21:24,426 - wikidata12k_1n - [INFO] - [E:40| 600]: Train Loss:0.001044, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:22:27,229 - wikidata12k_1n - [INFO] - [E:40| 700]: Train Loss:0.0010442, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:23:30,014 - wikidata12k_1n - [INFO] - [E:40| 800]: Train Loss:0.0010444, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:24:32,782 - wikidata12k_1n - [INFO] - [E:40| 900]: Train Loss:0.0010446, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:25:35,516 - wikidata12k_1n - [INFO] - [E:40| 1000]: Train Loss:0.0010447, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:26:38,193 - wikidata12k_1n - [INFO] - [E:40| 1100]: Train Loss:0.0010449, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:27:41,029 - wikidata12k_1n - [INFO] - [E:40| 1200]: Train Loss:0.0010446, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:28:43,860 - wikidata12k_1n - [INFO] - [E:40| 1300]: Train Loss:0.0010441, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:29:46,565 - wikidata12k_1n - [INFO] - [E:40| 1400]: Train Loss:0.0010439, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:30:49,245 - wikidata12k_1n - [INFO] - [E:40| 1500]: Train Loss:0.0010442, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:31:51,943 - wikidata12k_1n - [INFO] - [E:40| 1600]: Train Loss:0.0010445, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:32:32,899 - wikidata12k_1n - [INFO] - [Epoch:40]: Training Loss:0.001045 + +2023-05-07 14:32:33,113 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 14:32:54,355 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 14:33:06,639 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 14:33:28,028 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 14:33:40,197 - wikidata12k_1n - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.47884, Head : 0.27325, Avg : 0.37604 + +2023-05-07 14:33:40,197 - wikidata12k_1n - [INFO] - [Epoch 40]: Training Loss: 0.0010447, Valid MRR: 0.40729, + + + +2023-05-07 14:33:40,836 - wikidata12k_1n - [INFO] - [E:41| 0]: Train Loss:0.00099568, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:34:43,559 - wikidata12k_1n - [INFO] - [E:41| 100]: Train Loss:0.0010449, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:35:46,306 - wikidata12k_1n - [INFO] - [E:41| 200]: Train Loss:0.0010454, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:36:49,140 - wikidata12k_1n - [INFO] - [E:41| 300]: Train Loss:0.001043, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:37:51,967 - wikidata12k_1n - [INFO] - [E:41| 400]: Train Loss:0.0010429, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:38:54,781 - wikidata12k_1n - [INFO] - [E:41| 500]: Train Loss:0.0010427, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:39:57,582 - wikidata12k_1n - [INFO] - [E:41| 600]: Train Loss:0.0010421, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:41:00,371 - wikidata12k_1n - [INFO] - [E:41| 700]: Train Loss:0.0010424, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:42:03,164 - wikidata12k_1n - [INFO] - [E:41| 800]: Train Loss:0.0010422, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:43:05,943 - wikidata12k_1n - [INFO] - [E:41| 900]: Train Loss:0.0010426, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:44:08,740 - wikidata12k_1n - [INFO] - [E:41| 1000]: Train Loss:0.001042, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:45:11,627 - wikidata12k_1n - [INFO] - [E:41| 1100]: Train Loss:0.0010424, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:46:14,423 - wikidata12k_1n - [INFO] - [E:41| 1200]: Train Loss:0.0010426, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:47:17,214 - wikidata12k_1n - [INFO] - [E:41| 1300]: Train Loss:0.0010428, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:48:19,996 - wikidata12k_1n - [INFO] - [E:41| 1400]: Train Loss:0.0010425, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:49:22,744 - wikidata12k_1n - [INFO] - [E:41| 1500]: Train Loss:0.0010425, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:50:25,489 - wikidata12k_1n - [INFO] - [E:41| 1600]: Train Loss:0.0010423, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:51:06,534 - wikidata12k_1n - [INFO] - [Epoch:41]: Training Loss:0.001042 + +2023-05-07 14:51:06,749 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 14:51:28,001 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 14:51:40,300 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 14:52:01,714 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 14:52:13,895 - wikidata12k_1n - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.4844, Head : 0.31453, Avg : 0.39947 + +2023-05-07 14:52:13,895 - wikidata12k_1n - [INFO] - [Epoch 41]: Training Loss: 0.0010423, Valid MRR: 0.40729, + + + +2023-05-07 14:52:14,537 - wikidata12k_1n - [INFO] - [E:42| 0]: Train Loss:0.0010166, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:53:17,424 - wikidata12k_1n - [INFO] - [E:42| 100]: Train Loss:0.0010396, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:54:20,188 - wikidata12k_1n - [INFO] - [E:42| 200]: Train Loss:0.0010395, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:55:22,965 - wikidata12k_1n - [INFO] - [E:42| 300]: Train Loss:0.0010381, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:56:25,766 - wikidata12k_1n - [INFO] - [E:42| 400]: Train Loss:0.0010373, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:57:28,454 - wikidata12k_1n - [INFO] - [E:42| 500]: Train Loss:0.0010379, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:58:31,137 - wikidata12k_1n - [INFO] - [E:42| 600]: Train Loss:0.0010386, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:59:33,817 - wikidata12k_1n - [INFO] - [E:42| 700]: Train Loss:0.0010389, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:00:36,495 - wikidata12k_1n - [INFO] - [E:42| 800]: Train Loss:0.0010397, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:01:39,181 - wikidata12k_1n - [INFO] - [E:42| 900]: Train Loss:0.0010397, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:02:42,048 - wikidata12k_1n - [INFO] - [E:42| 1000]: Train Loss:0.0010401, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:03:44,891 - wikidata12k_1n - [INFO] - [E:42| 1100]: Train Loss:0.0010398, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:04:47,638 - wikidata12k_1n - [INFO] - [E:42| 1200]: Train Loss:0.0010398, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:05:50,367 - wikidata12k_1n - [INFO] - [E:42| 1300]: Train Loss:0.0010396, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:06:53,054 - wikidata12k_1n - [INFO] - [E:42| 1400]: Train Loss:0.0010395, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:07:55,783 - wikidata12k_1n - [INFO] - [E:42| 1500]: Train Loss:0.0010396, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:08:58,510 - wikidata12k_1n - [INFO] - [E:42| 1600]: Train Loss:0.0010398, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:09:39,525 - wikidata12k_1n - [INFO] - [Epoch:42]: Training Loss:0.00104 + +2023-05-07 15:09:39,740 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 15:10:00,967 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 15:10:13,258 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 15:10:34,746 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 15:10:46,950 - wikidata12k_1n - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.48547, Head : 0.298, Avg : 0.39173 + +2023-05-07 15:10:46,950 - wikidata12k_1n - [INFO] - [Epoch 42]: Training Loss: 0.0010401, Valid MRR: 0.40729, + + + +2023-05-07 15:10:47,594 - wikidata12k_1n - [INFO] - [E:43| 0]: Train Loss:0.0010469, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:11:50,401 - wikidata12k_1n - [INFO] - [E:43| 100]: Train Loss:0.0010309, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:12:53,158 - wikidata12k_1n - [INFO] - [E:43| 200]: Train Loss:0.001031, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:13:55,987 - wikidata12k_1n - [INFO] - [E:43| 300]: Train Loss:0.0010338, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:14:58,832 - wikidata12k_1n - [INFO] - [E:43| 400]: Train Loss:0.0010353, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:16:01,822 - wikidata12k_1n - [INFO] - [E:43| 500]: Train Loss:0.001037, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:17:04,492 - wikidata12k_1n - [INFO] - [E:43| 600]: Train Loss:0.0010367, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:18:07,198 - wikidata12k_1n - [INFO] - [E:43| 700]: Train Loss:0.0010368, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:19:09,961 - wikidata12k_1n - [INFO] - [E:43| 800]: Train Loss:0.0010365, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:20:12,810 - wikidata12k_1n - [INFO] - [E:43| 900]: Train Loss:0.0010367, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:21:15,621 - wikidata12k_1n - [INFO] - [E:43| 1000]: Train Loss:0.0010372, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:22:18,361 - wikidata12k_1n - [INFO] - [E:43| 1100]: Train Loss:0.001037, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:23:21,056 - wikidata12k_1n - [INFO] - [E:43| 1200]: Train Loss:0.0010372, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:24:23,784 - wikidata12k_1n - [INFO] - [E:43| 1300]: Train Loss:0.0010376, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:25:26,538 - wikidata12k_1n - [INFO] - [E:43| 1400]: Train Loss:0.0010377, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:26:29,278 - wikidata12k_1n - [INFO] - [E:43| 1500]: Train Loss:0.0010377, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:27:31,953 - wikidata12k_1n - [INFO] - [E:43| 1600]: Train Loss:0.0010381, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:28:13,031 - wikidata12k_1n - [INFO] - [Epoch:43]: Training Loss:0.001038 + +2023-05-07 15:28:13,246 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 15:28:34,471 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 15:28:46,771 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 15:29:08,159 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 15:29:20,322 - wikidata12k_1n - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.48627, Head : 0.30303, Avg : 0.39465 + +2023-05-07 15:29:20,322 - wikidata12k_1n - [INFO] - [Epoch 43]: Training Loss: 0.0010383, Valid MRR: 0.40729, + + + +2023-05-07 15:29:20,963 - wikidata12k_1n - [INFO] - [E:44| 0]: Train Loss:0.0010569, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:30:23,738 - wikidata12k_1n - [INFO] - [E:44| 100]: Train Loss:0.0010352, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:31:26,518 - wikidata12k_1n - [INFO] - [E:44| 200]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:32:29,272 - wikidata12k_1n - [INFO] - [E:44| 300]: Train Loss:0.0010337, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:33:32,039 - wikidata12k_1n - [INFO] - [E:44| 400]: Train Loss:0.0010333, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:34:34,812 - wikidata12k_1n - [INFO] - [E:44| 500]: Train Loss:0.0010346, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:35:37,505 - wikidata12k_1n - [INFO] - [E:44| 600]: Train Loss:0.0010347, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:36:40,320 - wikidata12k_1n - [INFO] - [E:44| 700]: Train Loss:0.0010339, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:37:42,987 - wikidata12k_1n - [INFO] - [E:44| 800]: Train Loss:0.0010342, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:38:45,748 - wikidata12k_1n - [INFO] - [E:44| 900]: Train Loss:0.0010341, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:39:48,531 - wikidata12k_1n - [INFO] - [E:44| 1000]: Train Loss:0.0010348, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:40:51,251 - wikidata12k_1n - [INFO] - [E:44| 1100]: Train Loss:0.0010351, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:41:53,944 - wikidata12k_1n - [INFO] - [E:44| 1200]: Train Loss:0.0010354, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:42:56,727 - wikidata12k_1n - [INFO] - [E:44| 1300]: Train Loss:0.0010355, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:43:59,526 - wikidata12k_1n - [INFO] - [E:44| 1400]: Train Loss:0.0010357, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:45:02,210 - wikidata12k_1n - [INFO] - [E:44| 1500]: Train Loss:0.0010359, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:46:05,009 - wikidata12k_1n - [INFO] - [E:44| 1600]: Train Loss:0.001036, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:46:45,970 - wikidata12k_1n - [INFO] - [Epoch:44]: Training Loss:0.001036 + +2023-05-07 15:46:46,184 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 15:47:07,392 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 15:47:19,672 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 15:47:41,065 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 15:47:53,221 - wikidata12k_1n - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.48753, Head : 0.26579, Avg : 0.37666 + +2023-05-07 15:47:53,221 - wikidata12k_1n - [INFO] - [Epoch 44]: Training Loss: 0.0010363, Valid MRR: 0.40729, + + + +2023-05-07 15:47:53,868 - wikidata12k_1n - [INFO] - [E:45| 0]: Train Loss:0.0010511, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:48:56,662 - wikidata12k_1n - [INFO] - [E:45| 100]: Train Loss:0.0010325, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:49:59,334 - wikidata12k_1n - [INFO] - [E:45| 200]: Train Loss:0.001033, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:51:02,037 - wikidata12k_1n - [INFO] - [E:45| 300]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:52:04,833 - wikidata12k_1n - [INFO] - [E:45| 400]: Train Loss:0.001033, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:53:07,660 - wikidata12k_1n - [INFO] - [E:45| 500]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:54:10,552 - wikidata12k_1n - [INFO] - [E:45| 600]: Train Loss:0.0010336, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:55:13,313 - wikidata12k_1n - [INFO] - [E:45| 700]: Train Loss:0.0010332, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:56:16,044 - wikidata12k_1n - [INFO] - [E:45| 800]: Train Loss:0.0010328, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:57:18,799 - wikidata12k_1n - [INFO] - [E:45| 900]: Train Loss:0.0010331, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:58:21,535 - wikidata12k_1n - [INFO] - [E:45| 1000]: Train Loss:0.0010332, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:59:24,333 - wikidata12k_1n - [INFO] - [E:45| 1100]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:00:27,143 - wikidata12k_1n - [INFO] - [E:45| 1200]: Train Loss:0.0010336, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:01:29,923 - wikidata12k_1n - [INFO] - [E:45| 1300]: Train Loss:0.001034, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:02:32,730 - wikidata12k_1n - [INFO] - [E:45| 1400]: Train Loss:0.0010343, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:03:35,423 - wikidata12k_1n - [INFO] - [E:45| 1500]: Train Loss:0.0010343, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:04:38,101 - wikidata12k_1n - [INFO] - [E:45| 1600]: Train Loss:0.0010341, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:05:19,055 - wikidata12k_1n - [INFO] - [Epoch:45]: Training Loss:0.001035 + +2023-05-07 16:05:19,271 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 16:05:40,489 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 16:05:52,769 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 16:06:14,140 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 16:06:26,309 - wikidata12k_1n - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.48544, Head : 0.27873, Avg : 0.38208 + +2023-05-07 16:06:26,310 - wikidata12k_1n - [INFO] - [Epoch 45]: Training Loss: 0.0010347, Valid MRR: 0.40729, + + + +2023-05-07 16:06:26,951 - wikidata12k_1n - [INFO] - [E:46| 0]: Train Loss:0.0010229, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:07:29,664 - wikidata12k_1n - [INFO] - [E:46| 100]: Train Loss:0.0010387, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:08:32,395 - wikidata12k_1n - [INFO] - [E:46| 200]: Train Loss:0.0010364, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:09:35,060 - wikidata12k_1n - [INFO] - [E:46| 300]: Train Loss:0.0010378, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:10:37,738 - wikidata12k_1n - [INFO] - [E:46| 400]: Train Loss:0.0010366, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:11:40,578 - wikidata12k_1n - [INFO] - [E:46| 500]: Train Loss:0.0010354, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:12:43,404 - wikidata12k_1n - [INFO] - [E:46| 600]: Train Loss:0.0010347, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:13:46,209 - wikidata12k_1n - [INFO] - [E:46| 700]: Train Loss:0.0010348, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:14:49,011 - wikidata12k_1n - [INFO] - [E:46| 800]: Train Loss:0.001034, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:15:51,838 - wikidata12k_1n - [INFO] - [E:46| 900]: Train Loss:0.0010351, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:16:54,666 - wikidata12k_1n - [INFO] - [E:46| 1000]: Train Loss:0.0010353, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:17:57,499 - wikidata12k_1n - [INFO] - [E:46| 1100]: Train Loss:0.0010346, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:19:00,285 - wikidata12k_1n - [INFO] - [E:46| 1200]: Train Loss:0.0010344, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:20:03,117 - wikidata12k_1n - [INFO] - [E:46| 1300]: Train Loss:0.0010345, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:21:05,803 - wikidata12k_1n - [INFO] - [E:46| 1400]: Train Loss:0.0010346, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:22:08,538 - wikidata12k_1n - [INFO] - [E:46| 1500]: Train Loss:0.0010344, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:23:11,259 - wikidata12k_1n - [INFO] - [E:46| 1600]: Train Loss:0.0010343, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:23:52,235 - wikidata12k_1n - [INFO] - [Epoch:46]: Training Loss:0.001034 + +2023-05-07 16:23:52,450 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 16:24:13,654 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 16:24:25,935 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 16:24:47,336 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 16:24:59,493 - wikidata12k_1n - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.49557, Head : 0.32174, Avg : 0.40865 + +2023-05-07 16:25:00,464 - wikidata12k_1n - [INFO] - [Epoch 46]: Training Loss: 0.0010341, Valid MRR: 0.40865, + + + +2023-05-07 16:25:01,116 - wikidata12k_1n - [INFO] - [E:47| 0]: Train Loss:0.0010163, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:26:03,789 - wikidata12k_1n - [INFO] - [E:47| 100]: Train Loss:0.0010287, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:27:06,473 - wikidata12k_1n - [INFO] - [E:47| 200]: Train Loss:0.0010271, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:28:09,150 - wikidata12k_1n - [INFO] - [E:47| 300]: Train Loss:0.0010282, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:29:11,974 - wikidata12k_1n - [INFO] - [E:47| 400]: Train Loss:0.00103, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:30:14,694 - wikidata12k_1n - [INFO] - [E:47| 500]: Train Loss:0.0010295, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:31:17,416 - wikidata12k_1n - [INFO] - [E:47| 600]: Train Loss:0.0010302, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:32:20,266 - wikidata12k_1n - [INFO] - [E:47| 700]: Train Loss:0.0010298, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:33:23,041 - wikidata12k_1n - [INFO] - [E:47| 800]: Train Loss:0.0010291, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:34:25,807 - wikidata12k_1n - [INFO] - [E:47| 900]: Train Loss:0.0010291, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:35:28,591 - wikidata12k_1n - [INFO] - [E:47| 1000]: Train Loss:0.0010293, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:36:31,364 - wikidata12k_1n - [INFO] - [E:47| 1100]: Train Loss:0.0010296, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:37:34,222 - wikidata12k_1n - [INFO] - [E:47| 1200]: Train Loss:0.0010297, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:37:45,094 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-07 16:37:55,733 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 16:38:34,085 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 16:38:36,952 - wikidata12k_1n - [INFO] - [E:47| 1300]: Train Loss:0.0010298, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:38:52,725 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-07 16:39:31,204 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-07 16:39:39,783 - wikidata12k_1n - [INFO] - [E:47| 1400]: Train Loss:0.0010302, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:39:50,216 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.46087, Head : 0.27953, Avg : 0.3702 + MR: Tail : 495.95, Head : 583.8, Avg : 539.88 + Hit-1: Tail : 0.35805, Head : 0.18224, Avg : 0.27015 + Hit-3: Tail : 0.52026, Head : 0.29822, Avg : 0.40924 + Hit-10: Tail : 0.65539, Head : 0.50869, Avg : 0.58204 +2023-05-07 16:40:42,578 - wikidata12k_1n - [INFO] - [E:47| 1500]: Train Loss:0.0010304, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:41:45,362 - wikidata12k_1n - [INFO] - [E:47| 1600]: Train Loss:0.0010302, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:42:26,374 - wikidata12k_1n - [INFO] - [Epoch:47]: Training Loss:0.00103 + +2023-05-07 16:42:26,590 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 16:42:47,819 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 16:43:00,109 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 16:43:21,499 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 16:43:33,674 - wikidata12k_1n - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.49352, Head : 0.29616, Avg : 0.39484 + +2023-05-07 16:43:33,674 - wikidata12k_1n - [INFO] - [Epoch 47]: Training Loss: 0.0010303, Valid MRR: 0.40865, + + + +2023-05-07 16:43:34,319 - wikidata12k_1n - [INFO] - [E:48| 0]: Train Loss:0.0010096, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:44:37,089 - wikidata12k_1n - [INFO] - [E:48| 100]: Train Loss:0.0010297, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:45:39,864 - wikidata12k_1n - [INFO] - [E:48| 200]: Train Loss:0.0010283, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:46:42,640 - wikidata12k_1n - [INFO] - [E:48| 300]: Train Loss:0.0010288, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:47:45,356 - wikidata12k_1n - [INFO] - [E:48| 400]: Train Loss:0.001029, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:48:48,060 - wikidata12k_1n - [INFO] - [E:48| 500]: Train Loss:0.0010283, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:49:50,765 - wikidata12k_1n - [INFO] - [E:48| 600]: Train Loss:0.0010285, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:50:53,458 - wikidata12k_1n - [INFO] - [E:48| 700]: Train Loss:0.0010288, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:51:56,132 - wikidata12k_1n - [INFO] - [E:48| 800]: Train Loss:0.0010286, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:52:58,816 - wikidata12k_1n - [INFO] - [E:48| 900]: Train Loss:0.0010286, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:54:01,515 - wikidata12k_1n - [INFO] - [E:48| 1000]: Train Loss:0.0010281, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:55:04,380 - wikidata12k_1n - [INFO] - [E:48| 1100]: Train Loss:0.0010284, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:56:07,067 - wikidata12k_1n - [INFO] - [E:48| 1200]: Train Loss:0.0010282, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:57:09,771 - wikidata12k_1n - [INFO] - [E:48| 1300]: Train Loss:0.0010284, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:58:12,489 - wikidata12k_1n - [INFO] - [E:48| 1400]: Train Loss:0.0010287, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:59:15,169 - wikidata12k_1n - [INFO] - [E:48| 1500]: Train Loss:0.001029, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:00:17,919 - wikidata12k_1n - [INFO] - [E:48| 1600]: Train Loss:0.0010289, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:00:58,886 - wikidata12k_1n - [INFO] - [Epoch:48]: Training Loss:0.001029 + +2023-05-07 17:00:59,100 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 17:01:20,313 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 17:01:32,602 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 17:01:53,990 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 17:02:06,154 - wikidata12k_1n - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.49259, Head : 0.29914, Avg : 0.39586 + +2023-05-07 17:02:06,154 - wikidata12k_1n - [INFO] - [Epoch 48]: Training Loss: 0.0010291, Valid MRR: 0.40865, + + + +2023-05-07 17:02:06,796 - wikidata12k_1n - [INFO] - [E:49| 0]: Train Loss:0.0010025, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:03:09,584 - wikidata12k_1n - [INFO] - [E:49| 100]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:04:12,338 - wikidata12k_1n - [INFO] - [E:49| 200]: Train Loss:0.0010251, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:05:15,116 - wikidata12k_1n - [INFO] - [E:49| 300]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:06:17,921 - wikidata12k_1n - [INFO] - [E:49| 400]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:07:20,771 - wikidata12k_1n - [INFO] - [E:49| 500]: Train Loss:0.0010243, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:08:23,585 - wikidata12k_1n - [INFO] - [E:49| 600]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:09:26,333 - wikidata12k_1n - [INFO] - [E:49| 700]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:10:29,067 - wikidata12k_1n - [INFO] - [E:49| 800]: Train Loss:0.0010264, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:11:31,890 - wikidata12k_1n - [INFO] - [E:49| 900]: Train Loss:0.0010269, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:12:34,672 - wikidata12k_1n - [INFO] - [E:49| 1000]: Train Loss:0.0010271, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:13:37,360 - wikidata12k_1n - [INFO] - [E:49| 1100]: Train Loss:0.001027, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:14:40,075 - wikidata12k_1n - [INFO] - [E:49| 1200]: Train Loss:0.0010272, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:15:42,804 - wikidata12k_1n - [INFO] - [E:49| 1300]: Train Loss:0.0010272, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:16:45,535 - wikidata12k_1n - [INFO] - [E:49| 1400]: Train Loss:0.0010268, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:17:48,250 - wikidata12k_1n - [INFO] - [E:49| 1500]: Train Loss:0.0010269, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:18:50,928 - wikidata12k_1n - [INFO] - [E:49| 1600]: Train Loss:0.0010273, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:19:31,998 - wikidata12k_1n - [INFO] - [Epoch:49]: Training Loss:0.001027 + +2023-05-07 17:19:32,212 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 17:19:53,425 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 17:20:05,703 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 17:20:27,119 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 17:20:39,352 - wikidata12k_1n - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.48407, Head : 0.29256, Avg : 0.38832 + MR: Tail : 396.08, Head : 417.75, Avg : 406.91 + Hit-1: Tail : 0.385, Head : 0.18958, Avg : 0.28729 + Hit-3: Tail : 0.53865, Head : 0.33086, Avg : 0.43475 + Hit-10: Tail : 0.66726, Head : 0.50406, Avg : 0.58566 +2023-05-07 17:20:39,352 - wikidata12k_1n - [INFO] - [Epoch 49]: Training Loss: 0.0010274, Valid MRR: 0.40865, + + + +2023-05-07 17:20:39,995 - wikidata12k_1n - [INFO] - [E:50| 0]: Train Loss:0.0010284, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:21:42,703 - wikidata12k_1n - [INFO] - [E:50| 100]: Train Loss:0.001025, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:22:45,397 - wikidata12k_1n - [INFO] - [E:50| 200]: Train Loss:0.0010233, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:23:48,086 - wikidata12k_1n - [INFO] - [E:50| 300]: Train Loss:0.0010233, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:24:50,817 - wikidata12k_1n - [INFO] - [E:50| 400]: Train Loss:0.0010242, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:25:53,508 - wikidata12k_1n - [INFO] - [E:50| 500]: Train Loss:0.0010256, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:26:56,230 - wikidata12k_1n - [INFO] - [E:50| 600]: Train Loss:0.0010261, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:27:58,906 - wikidata12k_1n - [INFO] - [E:50| 700]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:29:01,597 - wikidata12k_1n - [INFO] - [E:50| 800]: Train Loss:0.0010253, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:30:04,404 - wikidata12k_1n - [INFO] - [E:50| 900]: Train Loss:0.0010261, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:31:07,179 - wikidata12k_1n - [INFO] - [E:50| 1000]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:32:09,972 - wikidata12k_1n - [INFO] - [E:50| 1100]: Train Loss:0.001026, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:33:12,691 - wikidata12k_1n - [INFO] - [E:50| 1200]: Train Loss:0.001026, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:34:15,470 - wikidata12k_1n - [INFO] - [E:50| 1300]: Train Loss:0.0010262, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:35:18,165 - wikidata12k_1n - [INFO] - [E:50| 1400]: Train Loss:0.0010262, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:36:20,881 - wikidata12k_1n - [INFO] - [E:50| 1500]: Train Loss:0.001026, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:37:23,644 - wikidata12k_1n - [INFO] - [E:50| 1600]: Train Loss:0.0010262, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:38:04,722 - wikidata12k_1n - [INFO] - [Epoch:50]: Training Loss:0.001026 + +2023-05-07 17:38:04,936 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 17:38:26,176 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 17:38:38,472 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 17:38:59,865 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 17:39:12,042 - wikidata12k_1n - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.49114, Head : 0.27534, Avg : 0.38324 + +2023-05-07 17:39:12,043 - wikidata12k_1n - [INFO] - [Epoch 50]: Training Loss: 0.001026, Valid MRR: 0.40865, + + + +2023-05-07 17:39:12,685 - wikidata12k_1n - [INFO] - [E:51| 0]: Train Loss:0.00098785, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:40:15,477 - wikidata12k_1n - [INFO] - [E:51| 100]: Train Loss:0.0010206, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:41:18,246 - wikidata12k_1n - [INFO] - [E:51| 200]: Train Loss:0.0010219, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:42:21,026 - wikidata12k_1n - [INFO] - [E:51| 300]: Train Loss:0.0010217, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:43:23,837 - wikidata12k_1n - [INFO] - [E:51| 400]: Train Loss:0.0010223, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:44:26,634 - wikidata12k_1n - [INFO] - [E:51| 500]: Train Loss:0.0010234, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:45:29,359 - wikidata12k_1n - [INFO] - [E:51| 600]: Train Loss:0.0010232, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:46:32,123 - wikidata12k_1n - [INFO] - [E:51| 700]: Train Loss:0.0010234, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:47:34,790 - wikidata12k_1n - [INFO] - [E:51| 800]: Train Loss:0.0010234, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:48:37,488 - wikidata12k_1n - [INFO] - [E:51| 900]: Train Loss:0.0010236, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:49:40,145 - wikidata12k_1n - [INFO] - [E:51| 1000]: Train Loss:0.0010235, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:50:42,820 - wikidata12k_1n - [INFO] - [E:51| 1100]: Train Loss:0.0010235, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:51:45,609 - wikidata12k_1n - [INFO] - [E:51| 1200]: Train Loss:0.0010233, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:52:48,410 - wikidata12k_1n - [INFO] - [E:51| 1300]: Train Loss:0.0010238, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:53:51,178 - wikidata12k_1n - [INFO] - [E:51| 1400]: Train Loss:0.0010242, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:54:54,028 - wikidata12k_1n - [INFO] - [E:51| 1500]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:55:56,769 - wikidata12k_1n - [INFO] - [E:51| 1600]: Train Loss:0.0010245, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:56:37,753 - wikidata12k_1n - [INFO] - [Epoch:51]: Training Loss:0.001025 + +2023-05-07 17:56:37,968 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 17:56:59,174 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 17:57:11,468 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 17:57:32,858 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 17:57:45,018 - wikidata12k_1n - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.48497, Head : 0.32926, Avg : 0.40712 + +2023-05-07 17:57:45,018 - wikidata12k_1n - [INFO] - [Epoch 51]: Training Loss: 0.0010249, Valid MRR: 0.40865, + + + +2023-05-07 17:57:45,661 - wikidata12k_1n - [INFO] - [E:52| 0]: Train Loss:0.00097222, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:58:48,339 - wikidata12k_1n - [INFO] - [E:52| 100]: Train Loss:0.0010269, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:59:51,016 - wikidata12k_1n - [INFO] - [E:52| 200]: Train Loss:0.0010245, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:00:53,699 - wikidata12k_1n - [INFO] - [E:52| 300]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:01:56,393 - wikidata12k_1n - [INFO] - [E:52| 400]: Train Loss:0.0010213, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:02:59,097 - wikidata12k_1n - [INFO] - [E:52| 500]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:04:01,940 - wikidata12k_1n - [INFO] - [E:52| 600]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:05:04,684 - wikidata12k_1n - [INFO] - [E:52| 700]: Train Loss:0.0010221, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:06:07,431 - wikidata12k_1n - [INFO] - [E:52| 800]: Train Loss:0.0010226, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:07:10,220 - wikidata12k_1n - [INFO] - [E:52| 900]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:08:13,007 - wikidata12k_1n - [INFO] - [E:52| 1000]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:09:15,798 - wikidata12k_1n - [INFO] - [E:52| 1100]: Train Loss:0.0010227, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:10:18,626 - wikidata12k_1n - [INFO] - [E:52| 1200]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:11:21,418 - wikidata12k_1n - [INFO] - [E:52| 1300]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:12:24,239 - wikidata12k_1n - [INFO] - [E:52| 1400]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:13:27,018 - wikidata12k_1n - [INFO] - [E:52| 1500]: Train Loss:0.0010226, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:14:29,780 - wikidata12k_1n - [INFO] - [E:52| 1600]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:15:10,729 - wikidata12k_1n - [INFO] - [Epoch:52]: Training Loss:0.001023 + +2023-05-07 18:15:10,943 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 18:15:32,151 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 18:15:44,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 18:16:05,794 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 18:16:17,962 - wikidata12k_1n - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.49266, Head : 0.26488, Avg : 0.37877 + +2023-05-07 18:16:17,963 - wikidata12k_1n - [INFO] - [Epoch 52]: Training Loss: 0.0010226, Valid MRR: 0.40865, + + + +2023-05-07 18:16:18,605 - wikidata12k_1n - [INFO] - [E:53| 0]: Train Loss:0.001004, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:17:21,389 - wikidata12k_1n - [INFO] - [E:53| 100]: Train Loss:0.0010173, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:18:24,162 - wikidata12k_1n - [INFO] - [E:53| 200]: Train Loss:0.0010189, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:19:26,935 - wikidata12k_1n - [INFO] - [E:53| 300]: Train Loss:0.0010192, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:20:29,649 - wikidata12k_1n - [INFO] - [E:53| 400]: Train Loss:0.0010195, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:21:32,475 - wikidata12k_1n - [INFO] - [E:53| 500]: Train Loss:0.0010204, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:22:35,232 - wikidata12k_1n - [INFO] - [E:53| 600]: Train Loss:0.0010203, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:23:37,932 - wikidata12k_1n - [INFO] - [E:53| 700]: Train Loss:0.0010207, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:24:40,660 - wikidata12k_1n - [INFO] - [E:53| 800]: Train Loss:0.0010211, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:25:43,373 - wikidata12k_1n - [INFO] - [E:53| 900]: Train Loss:0.0010212, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:26:46,093 - wikidata12k_1n - [INFO] - [E:53| 1000]: Train Loss:0.0010208, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:27:48,795 - wikidata12k_1n - [INFO] - [E:53| 1100]: Train Loss:0.0010205, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:28:51,470 - wikidata12k_1n - [INFO] - [E:53| 1200]: Train Loss:0.0010206, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:29:54,258 - wikidata12k_1n - [INFO] - [E:53| 1300]: Train Loss:0.0010207, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:30:57,050 - wikidata12k_1n - [INFO] - [E:53| 1400]: Train Loss:0.0010205, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:31:59,848 - wikidata12k_1n - [INFO] - [E:53| 1500]: Train Loss:0.0010206, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:33:02,550 - wikidata12k_1n - [INFO] - [E:53| 1600]: Train Loss:0.0010209, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:33:43,512 - wikidata12k_1n - [INFO] - [Epoch:53]: Training Loss:0.001021 + +2023-05-07 18:33:43,726 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 18:34:04,939 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 18:34:17,220 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 18:34:38,609 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 18:34:50,760 - wikidata12k_1n - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.48825, Head : 0.30592, Avg : 0.39708 + +2023-05-07 18:34:50,760 - wikidata12k_1n - [INFO] - [Epoch 53]: Training Loss: 0.001021, Valid MRR: 0.40865, + + + +2023-05-07 18:34:51,401 - wikidata12k_1n - [INFO] - [E:54| 0]: Train Loss:0.0010006, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:35:54,108 - wikidata12k_1n - [INFO] - [E:54| 100]: Train Loss:0.0010173, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:36:56,782 - wikidata12k_1n - [INFO] - [E:54| 200]: Train Loss:0.0010158, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:37:59,452 - wikidata12k_1n - [INFO] - [E:54| 300]: Train Loss:0.0010174, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:39:02,259 - wikidata12k_1n - [INFO] - [E:54| 400]: Train Loss:0.0010178, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:40:04,937 - wikidata12k_1n - [INFO] - [E:54| 500]: Train Loss:0.0010177, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:41:07,673 - wikidata12k_1n - [INFO] - [E:54| 600]: Train Loss:0.0010177, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:42:10,494 - wikidata12k_1n - [INFO] - [E:54| 700]: Train Loss:0.0010189, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:43:13,283 - wikidata12k_1n - [INFO] - [E:54| 800]: Train Loss:0.0010194, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:44:16,071 - wikidata12k_1n - [INFO] - [E:54| 900]: Train Loss:0.0010197, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:45:18,878 - wikidata12k_1n - [INFO] - [E:54| 1000]: Train Loss:0.0010193, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:46:21,699 - wikidata12k_1n - [INFO] - [E:54| 1100]: Train Loss:0.0010195, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:47:24,477 - wikidata12k_1n - [INFO] - [E:54| 1200]: Train Loss:0.0010197, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:48:27,190 - wikidata12k_1n - [INFO] - [E:54| 1300]: Train Loss:0.00102, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:49:29,910 - wikidata12k_1n - [INFO] - [E:54| 1400]: Train Loss:0.0010201, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:50:32,616 - wikidata12k_1n - [INFO] - [E:54| 1500]: Train Loss:0.0010202, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:51:35,344 - wikidata12k_1n - [INFO] - [E:54| 1600]: Train Loss:0.0010202, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:52:16,353 - wikidata12k_1n - [INFO] - [Epoch:54]: Training Loss:0.00102 + +2023-05-07 18:52:16,568 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 18:52:37,806 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 18:52:50,103 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 18:53:11,498 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 18:53:23,672 - wikidata12k_1n - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.48597, Head : 0.29786, Avg : 0.39191 + +2023-05-07 18:53:23,672 - wikidata12k_1n - [INFO] - [Epoch 54]: Training Loss: 0.00102, Valid MRR: 0.40865, + + + +2023-05-07 18:53:24,315 - wikidata12k_1n - [INFO] - [E:55| 0]: Train Loss:0.001011, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:54:27,033 - wikidata12k_1n - [INFO] - [E:55| 100]: Train Loss:0.0010145, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:55:29,820 - wikidata12k_1n - [INFO] - [E:55| 200]: Train Loss:0.0010141, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:56:32,739 - wikidata12k_1n - [INFO] - [E:55| 300]: Train Loss:0.0010161, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:57:35,482 - wikidata12k_1n - [INFO] - [E:55| 400]: Train Loss:0.001016, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:58:38,251 - wikidata12k_1n - [INFO] - [E:55| 500]: Train Loss:0.0010161, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:59:40,988 - wikidata12k_1n - [INFO] - [E:55| 600]: Train Loss:0.0010155, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:00:43,694 - wikidata12k_1n - [INFO] - [E:55| 700]: Train Loss:0.0010162, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:01:46,403 - wikidata12k_1n - [INFO] - [E:55| 800]: Train Loss:0.0010176, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:02:49,143 - wikidata12k_1n - [INFO] - [E:55| 900]: Train Loss:0.0010177, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:03:51,848 - wikidata12k_1n - [INFO] - [E:55| 1000]: Train Loss:0.0010181, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:04:54,692 - wikidata12k_1n - [INFO] - [E:55| 1100]: Train Loss:0.0010183, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:05:57,403 - wikidata12k_1n - [INFO] - [E:55| 1200]: Train Loss:0.0010183, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:07:00,172 - wikidata12k_1n - [INFO] - [E:55| 1300]: Train Loss:0.0010181, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:08:02,983 - wikidata12k_1n - [INFO] - [E:55| 1400]: Train Loss:0.0010187, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:09:05,784 - wikidata12k_1n - [INFO] - [E:55| 1500]: Train Loss:0.0010189, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:10:08,542 - wikidata12k_1n - [INFO] - [E:55| 1600]: Train Loss:0.0010188, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:10:49,545 - wikidata12k_1n - [INFO] - [Epoch:55]: Training Loss:0.001019 + +2023-05-07 19:10:49,759 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 19:11:10,985 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 19:11:23,274 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 19:11:44,672 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 19:11:56,833 - wikidata12k_1n - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.49187, Head : 0.31697, Avg : 0.40442 + +2023-05-07 19:11:56,833 - wikidata12k_1n - [INFO] - [Epoch 55]: Training Loss: 0.0010187, Valid MRR: 0.40865, + + + +2023-05-07 19:11:57,474 - wikidata12k_1n - [INFO] - [E:56| 0]: Train Loss:0.0010175, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:13:00,295 - wikidata12k_1n - [INFO] - [E:56| 100]: Train Loss:0.0010085, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:14:02,960 - wikidata12k_1n - [INFO] - [E:56| 200]: Train Loss:0.0010116, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:15:05,633 - wikidata12k_1n - [INFO] - [E:56| 300]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:16:08,419 - wikidata12k_1n - [INFO] - [E:56| 400]: Train Loss:0.0010148, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:17:11,219 - wikidata12k_1n - [INFO] - [E:56| 500]: Train Loss:0.0010141, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:18:14,001 - wikidata12k_1n - [INFO] - [E:56| 600]: Train Loss:0.0010152, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:19:16,678 - wikidata12k_1n - [INFO] - [E:56| 700]: Train Loss:0.0010156, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:20:19,340 - wikidata12k_1n - [INFO] - [E:56| 800]: Train Loss:0.0010156, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:21:22,022 - wikidata12k_1n - [INFO] - [E:56| 900]: Train Loss:0.0010162, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:22:24,783 - wikidata12k_1n - [INFO] - [E:56| 1000]: Train Loss:0.0010163, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:23:27,474 - wikidata12k_1n - [INFO] - [E:56| 1100]: Train Loss:0.0010165, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:24:30,260 - wikidata12k_1n - [INFO] - [E:56| 1200]: Train Loss:0.0010167, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:25:33,027 - wikidata12k_1n - [INFO] - [E:56| 1300]: Train Loss:0.0010162, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:26:35,914 - wikidata12k_1n - [INFO] - [E:56| 1400]: Train Loss:0.0010164, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:27:38,600 - wikidata12k_1n - [INFO] - [E:56| 1500]: Train Loss:0.0010165, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:28:41,298 - wikidata12k_1n - [INFO] - [E:56| 1600]: Train Loss:0.0010167, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:29:22,278 - wikidata12k_1n - [INFO] - [Epoch:56]: Training Loss:0.001017 + +2023-05-07 19:29:22,493 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 19:29:43,681 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 19:29:55,956 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 19:30:17,426 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 19:30:29,583 - wikidata12k_1n - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.48871, Head : 0.27877, Avg : 0.38374 + +2023-05-07 19:30:29,584 - wikidata12k_1n - [INFO] - [Epoch 56]: Training Loss: 0.0010169, Valid MRR: 0.40865, + + + +2023-05-07 19:30:30,223 - wikidata12k_1n - [INFO] - [E:57| 0]: Train Loss:0.00098981, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:31:32,929 - wikidata12k_1n - [INFO] - [E:57| 100]: Train Loss:0.0010157, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:32:35,620 - wikidata12k_1n - [INFO] - [E:57| 200]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:33:38,301 - wikidata12k_1n - [INFO] - [E:57| 300]: Train Loss:0.0010117, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:34:40,979 - wikidata12k_1n - [INFO] - [E:57| 400]: Train Loss:0.0010115, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:35:43,669 - wikidata12k_1n - [INFO] - [E:57| 500]: Train Loss:0.0010119, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:36:46,340 - wikidata12k_1n - [INFO] - [E:57| 600]: Train Loss:0.0010128, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:37:49,008 - wikidata12k_1n - [INFO] - [E:57| 700]: Train Loss:0.0010131, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:38:51,768 - wikidata12k_1n - [INFO] - [E:57| 800]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:39:54,507 - wikidata12k_1n - [INFO] - [E:57| 900]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:40:57,257 - wikidata12k_1n - [INFO] - [E:57| 1000]: Train Loss:0.0010147, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:42:00,021 - wikidata12k_1n - [INFO] - [E:57| 1100]: Train Loss:0.0010151, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:43:02,774 - wikidata12k_1n - [INFO] - [E:57| 1200]: Train Loss:0.001015, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:44:05,522 - wikidata12k_1n - [INFO] - [E:57| 1300]: Train Loss:0.0010152, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:45:08,246 - wikidata12k_1n - [INFO] - [E:57| 1400]: Train Loss:0.0010155, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:46:11,006 - wikidata12k_1n - [INFO] - [E:57| 1500]: Train Loss:0.0010156, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:47:13,774 - wikidata12k_1n - [INFO] - [E:57| 1600]: Train Loss:0.0010157, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:47:54,888 - wikidata12k_1n - [INFO] - [Epoch:57]: Training Loss:0.001016 + +2023-05-07 19:47:55,103 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 19:48:16,318 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 19:48:28,601 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 19:48:49,977 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 19:49:02,138 - wikidata12k_1n - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.49028, Head : 0.29583, Avg : 0.39306 + +2023-05-07 19:49:02,138 - wikidata12k_1n - [INFO] - [Epoch 57]: Training Loss: 0.0010157, Valid MRR: 0.40865, + + + +2023-05-07 19:49:02,779 - wikidata12k_1n - [INFO] - [E:58| 0]: Train Loss:0.0010493, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:50:05,482 - wikidata12k_1n - [INFO] - [E:58| 100]: Train Loss:0.0010126, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:51:08,202 - wikidata12k_1n - [INFO] - [E:58| 200]: Train Loss:0.0010129, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:52:10,883 - wikidata12k_1n - [INFO] - [E:58| 300]: Train Loss:0.001013, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:53:13,563 - wikidata12k_1n - [INFO] - [E:58| 400]: Train Loss:0.0010128, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:54:16,231 - wikidata12k_1n - [INFO] - [E:58| 500]: Train Loss:0.0010135, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:55:18,932 - wikidata12k_1n - [INFO] - [E:58| 600]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:56:21,740 - wikidata12k_1n - [INFO] - [E:58| 700]: Train Loss:0.0010139, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:57:24,434 - wikidata12k_1n - [INFO] - [E:58| 800]: Train Loss:0.0010136, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:58:27,189 - wikidata12k_1n - [INFO] - [E:58| 900]: Train Loss:0.0010133, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:59:30,003 - wikidata12k_1n - [INFO] - [E:58| 1000]: Train Loss:0.001013, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:00:32,834 - wikidata12k_1n - [INFO] - [E:58| 1100]: Train Loss:0.0010133, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:01:35,550 - wikidata12k_1n - [INFO] - [E:58| 1200]: Train Loss:0.0010136, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:02:38,341 - wikidata12k_1n - [INFO] - [E:58| 1300]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:03:41,094 - wikidata12k_1n - [INFO] - [E:58| 1400]: Train Loss:0.001014, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:04:43,861 - wikidata12k_1n - [INFO] - [E:58| 1500]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:05:46,700 - wikidata12k_1n - [INFO] - [E:58| 1600]: Train Loss:0.0010143, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:06:27,730 - wikidata12k_1n - [INFO] - [Epoch:58]: Training Loss:0.001015 + +2023-05-07 20:06:27,944 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 20:06:49,163 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 20:07:01,458 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 20:07:22,860 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 20:07:35,029 - wikidata12k_1n - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.49522, Head : 0.27331, Avg : 0.38426 + +2023-05-07 20:07:35,029 - wikidata12k_1n - [INFO] - [Epoch 58]: Training Loss: 0.0010147, Valid MRR: 0.40865, + + + +2023-05-07 20:07:35,674 - wikidata12k_1n - [INFO] - [E:59| 0]: Train Loss:0.0011136, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:08:38,458 - wikidata12k_1n - [INFO] - [E:59| 100]: Train Loss:0.0010121, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:09:41,276 - wikidata12k_1n - [INFO] - [E:59| 200]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:10:44,072 - wikidata12k_1n - [INFO] - [E:59| 300]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:11:46,835 - wikidata12k_1n - [INFO] - [E:59| 400]: Train Loss:0.0010126, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:12:49,506 - wikidata12k_1n - [INFO] - [E:59| 500]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:13:52,290 - wikidata12k_1n - [INFO] - [E:59| 600]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:14:55,081 - wikidata12k_1n - [INFO] - [E:59| 700]: Train Loss:0.0010129, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:15:57,894 - wikidata12k_1n - [INFO] - [E:59| 800]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:17:00,694 - wikidata12k_1n - [INFO] - [E:59| 900]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:18:03,510 - wikidata12k_1n - [INFO] - [E:59| 1000]: Train Loss:0.0010141, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:19:06,290 - wikidata12k_1n - [INFO] - [E:59| 1100]: Train Loss:0.0010143, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:20:09,070 - wikidata12k_1n - [INFO] - [E:59| 1200]: Train Loss:0.0010144, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:21:11,899 - wikidata12k_1n - [INFO] - [E:59| 1300]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:22:14,758 - wikidata12k_1n - [INFO] - [E:59| 1400]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:23:17,557 - wikidata12k_1n - [INFO] - [E:59| 1500]: Train Loss:0.0010143, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:24:20,356 - wikidata12k_1n - [INFO] - [E:59| 1600]: Train Loss:0.0010139, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:25:01,345 - wikidata12k_1n - [INFO] - [Epoch:59]: Training Loss:0.001014 + +2023-05-07 20:25:01,559 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 20:25:22,805 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 20:25:35,102 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 20:25:56,499 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 20:26:08,677 - wikidata12k_1n - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.49286, Head : 0.28849, Avg : 0.39068 + MR: Tail : 420.26, Head : 466.02, Avg : 443.14 + Hit-1: Tail : 0.39821, Head : 0.18265, Avg : 0.29043 + Hit-3: Tail : 0.54419, Head : 0.32057, Avg : 0.43238 + Hit-10: Tail : 0.67587, Head : 0.5242, Avg : 0.60003 +2023-05-07 20:26:08,677 - wikidata12k_1n - [INFO] - [Epoch 59]: Training Loss: 0.0010139, Valid MRR: 0.40865, + + + +2023-05-07 20:26:09,319 - wikidata12k_1n - [INFO] - [E:60| 0]: Train Loss:0.0010152, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:27:12,108 - wikidata12k_1n - [INFO] - [E:60| 100]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:28:14,893 - wikidata12k_1n - [INFO] - [E:60| 200]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:29:17,680 - wikidata12k_1n - [INFO] - [E:60| 300]: Train Loss:0.0010104, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:30:20,468 - wikidata12k_1n - [INFO] - [E:60| 400]: Train Loss:0.0010106, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:31:23,304 - wikidata12k_1n - [INFO] - [E:60| 500]: Train Loss:0.0010105, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:32:26,017 - wikidata12k_1n - [INFO] - [E:60| 600]: Train Loss:0.0010106, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:33:28,708 - wikidata12k_1n - [INFO] - [E:60| 700]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:34:31,399 - wikidata12k_1n - [INFO] - [E:60| 800]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:35:34,082 - wikidata12k_1n - [INFO] - [E:60| 900]: Train Loss:0.0010112, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:36:36,771 - wikidata12k_1n - [INFO] - [E:60| 1000]: Train Loss:0.0010113, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:37:39,504 - wikidata12k_1n - [INFO] - [E:60| 1100]: Train Loss:0.0010115, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:38:42,208 - wikidata12k_1n - [INFO] - [E:60| 1200]: Train Loss:0.001012, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:39:45,002 - wikidata12k_1n - [INFO] - [E:60| 1300]: Train Loss:0.0010122, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:40:47,712 - wikidata12k_1n - [INFO] - [E:60| 1400]: Train Loss:0.0010121, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:41:50,431 - wikidata12k_1n - [INFO] - [E:60| 1500]: Train Loss:0.0010125, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:42:53,142 - wikidata12k_1n - [INFO] - [E:60| 1600]: Train Loss:0.0010124, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:43:34,108 - wikidata12k_1n - [INFO] - [Epoch:60]: Training Loss:0.001012 + +2023-05-07 20:43:34,323 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 20:43:55,538 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 20:44:07,825 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 20:44:29,204 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 20:44:41,376 - wikidata12k_1n - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.50373, Head : 0.29752, Avg : 0.40063 + +2023-05-07 20:44:41,376 - wikidata12k_1n - [INFO] - [Epoch 60]: Training Loss: 0.0010123, Valid MRR: 0.40865, + + + +2023-05-07 20:44:42,017 - wikidata12k_1n - [INFO] - [E:61| 0]: Train Loss:0.0010228, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:45:44,712 - wikidata12k_1n - [INFO] - [E:61| 100]: Train Loss:0.0010124, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:46:47,418 - wikidata12k_1n - [INFO] - [E:61| 200]: Train Loss:0.0010131, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:47:50,141 - wikidata12k_1n - [INFO] - [E:61| 300]: Train Loss:0.0010118, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:48:53,032 - wikidata12k_1n - [INFO] - [E:61| 400]: Train Loss:0.0010114, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:49:56,039 - wikidata12k_1n - [INFO] - [E:61| 500]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:50:58,842 - wikidata12k_1n - [INFO] - [E:61| 600]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:52:01,642 - wikidata12k_1n - [INFO] - [E:61| 700]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:53:04,427 - wikidata12k_1n - [INFO] - [E:61| 800]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:54:07,244 - wikidata12k_1n - [INFO] - [E:61| 900]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:55:10,030 - wikidata12k_1n - [INFO] - [E:61| 1000]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:56:12,831 - wikidata12k_1n - [INFO] - [E:61| 1100]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:57:15,640 - wikidata12k_1n - [INFO] - [E:61| 1200]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:58:18,319 - wikidata12k_1n - [INFO] - [E:61| 1300]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:59:21,405 - wikidata12k_1n - [INFO] - [E:61| 1400]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:00:24,348 - wikidata12k_1n - [INFO] - [E:61| 1500]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:01:27,058 - wikidata12k_1n - [INFO] - [E:61| 1600]: Train Loss:0.0010111, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:02:08,064 - wikidata12k_1n - [INFO] - [Epoch:61]: Training Loss:0.001011 + +2023-05-07 21:02:08,278 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 21:02:29,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 21:02:41,772 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 21:03:03,140 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 21:03:15,307 - wikidata12k_1n - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.49723, Head : 0.27957, Avg : 0.3884 + +2023-05-07 21:03:15,307 - wikidata12k_1n - [INFO] - [Epoch 61]: Training Loss: 0.0010112, Valid MRR: 0.40865, + + + +2023-05-07 21:03:15,948 - wikidata12k_1n - [INFO] - [E:62| 0]: Train Loss:0.00099735, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:04:18,643 - wikidata12k_1n - [INFO] - [E:62| 100]: Train Loss:0.0010063, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:05:21,417 - wikidata12k_1n - [INFO] - [E:62| 200]: Train Loss:0.0010063, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:06:24,195 - wikidata12k_1n - [INFO] - [E:62| 300]: Train Loss:0.0010074, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:07:26,980 - wikidata12k_1n - [INFO] - [E:62| 400]: Train Loss:0.0010092, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:08:29,775 - wikidata12k_1n - [INFO] - [E:62| 500]: Train Loss:0.0010102, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:09:32,575 - wikidata12k_1n - [INFO] - [E:62| 600]: Train Loss:0.0010105, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:10:35,357 - wikidata12k_1n - [INFO] - [E:62| 700]: Train Loss:0.0010111, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:11:38,118 - wikidata12k_1n - [INFO] - [E:62| 800]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:12:40,817 - wikidata12k_1n - [INFO] - [E:62| 900]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:13:43,547 - wikidata12k_1n - [INFO] - [E:62| 1000]: Train Loss:0.0010111, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:14:46,299 - wikidata12k_1n - [INFO] - [E:62| 1100]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:15:48,972 - wikidata12k_1n - [INFO] - [E:62| 1200]: Train Loss:0.001011, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:16:51,631 - wikidata12k_1n - [INFO] - [E:62| 1300]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:17:54,299 - wikidata12k_1n - [INFO] - [E:62| 1400]: Train Loss:0.0010105, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:18:57,023 - wikidata12k_1n - [INFO] - [E:62| 1500]: Train Loss:0.0010104, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:19:59,708 - wikidata12k_1n - [INFO] - [E:62| 1600]: Train Loss:0.0010106, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:20:40,645 - wikidata12k_1n - [INFO] - [Epoch:62]: Training Loss:0.00101 + +2023-05-07 21:20:40,861 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 21:21:02,065 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 21:21:14,348 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 21:21:35,718 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 21:21:47,880 - wikidata12k_1n - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.49383, Head : 0.27969, Avg : 0.38676 + +2023-05-07 21:21:47,880 - wikidata12k_1n - [INFO] - [Epoch 62]: Training Loss: 0.0010104, Valid MRR: 0.40865, + + + +2023-05-07 21:21:48,523 - wikidata12k_1n - [INFO] - [E:63| 0]: Train Loss:0.001006, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:22:51,282 - wikidata12k_1n - [INFO] - [E:63| 100]: Train Loss:0.0010064, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:23:53,985 - wikidata12k_1n - [INFO] - [E:63| 200]: Train Loss:0.0010054, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:24:56,687 - wikidata12k_1n - [INFO] - [E:63| 300]: Train Loss:0.0010057, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:25:59,371 - wikidata12k_1n - [INFO] - [E:63| 400]: Train Loss:0.001007, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:27:02,072 - wikidata12k_1n - [INFO] - [E:63| 500]: Train Loss:0.0010068, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:28:04,771 - wikidata12k_1n - [INFO] - [E:63| 600]: Train Loss:0.0010067, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:29:07,483 - wikidata12k_1n - [INFO] - [E:63| 700]: Train Loss:0.0010067, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:30:10,182 - wikidata12k_1n - [INFO] - [E:63| 800]: Train Loss:0.0010074, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:31:12,891 - wikidata12k_1n - [INFO] - [E:63| 900]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:32:15,673 - wikidata12k_1n - [INFO] - [E:63| 1000]: Train Loss:0.0010088, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:33:18,437 - wikidata12k_1n - [INFO] - [E:63| 1100]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:34:21,189 - wikidata12k_1n - [INFO] - [E:63| 1200]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:35:23,978 - wikidata12k_1n - [INFO] - [E:63| 1300]: Train Loss:0.001009, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:36:26,763 - wikidata12k_1n - [INFO] - [E:63| 1400]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:37:29,529 - wikidata12k_1n - [INFO] - [E:63| 1500]: Train Loss:0.0010086, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:38:32,292 - wikidata12k_1n - [INFO] - [E:63| 1600]: Train Loss:0.0010088, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:39:13,275 - wikidata12k_1n - [INFO] - [Epoch:63]: Training Loss:0.001009 + +2023-05-07 21:39:13,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 21:39:34,685 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 21:39:46,959 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 21:40:08,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 21:40:20,577 - wikidata12k_1n - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.49102, Head : 0.26291, Avg : 0.37696 + +2023-05-07 21:40:20,577 - wikidata12k_1n - [INFO] - [Epoch 63]: Training Loss: 0.0010091, Valid MRR: 0.40865, + + + +2023-05-07 21:40:21,217 - wikidata12k_1n - [INFO] - [E:64| 0]: Train Loss:0.001014, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:41:23,893 - wikidata12k_1n - [INFO] - [E:64| 100]: Train Loss:0.0010134, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:42:26,598 - wikidata12k_1n - [INFO] - [E:64| 200]: Train Loss:0.0010101, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:43:29,286 - wikidata12k_1n - [INFO] - [E:64| 300]: Train Loss:0.0010098, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:44:31,966 - wikidata12k_1n - [INFO] - [E:64| 400]: Train Loss:0.0010099, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:45:34,688 - wikidata12k_1n - [INFO] - [E:64| 500]: Train Loss:0.0010091, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:46:37,395 - wikidata12k_1n - [INFO] - [E:64| 600]: Train Loss:0.0010093, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:47:40,145 - wikidata12k_1n - [INFO] - [E:64| 700]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:48:42,909 - wikidata12k_1n - [INFO] - [E:64| 800]: Train Loss:0.0010086, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:49:45,646 - wikidata12k_1n - [INFO] - [E:64| 900]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:50:48,401 - wikidata12k_1n - [INFO] - [E:64| 1000]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:51:51,183 - wikidata12k_1n - [INFO] - [E:64| 1100]: Train Loss:0.001008, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:52:53,946 - wikidata12k_1n - [INFO] - [E:64| 1200]: Train Loss:0.0010081, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:53:56,743 - wikidata12k_1n - [INFO] - [E:64| 1300]: Train Loss:0.0010081, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:54:59,665 - wikidata12k_1n - [INFO] - [E:64| 1400]: Train Loss:0.001008, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:56:02,431 - wikidata12k_1n - [INFO] - [E:64| 1500]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:57:05,231 - wikidata12k_1n - [INFO] - [E:64| 1600]: Train Loss:0.0010086, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:57:46,285 - wikidata12k_1n - [INFO] - [Epoch:64]: Training Loss:0.001009 + +2023-05-07 21:57:46,500 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 21:58:07,718 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 21:58:20,009 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 21:58:41,389 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 21:58:53,560 - wikidata12k_1n - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.50017, Head : 0.30381, Avg : 0.40199 + +2023-05-07 21:58:53,560 - wikidata12k_1n - [INFO] - [Epoch 64]: Training Loss: 0.0010086, Valid MRR: 0.40865, + + + +2023-05-07 21:58:54,202 - wikidata12k_1n - [INFO] - [E:65| 0]: Train Loss:0.0010003, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:59:56,975 - wikidata12k_1n - [INFO] - [E:65| 100]: Train Loss:0.0010058, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:00:59,752 - wikidata12k_1n - [INFO] - [E:65| 200]: Train Loss:0.001006, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:02:02,493 - wikidata12k_1n - [INFO] - [E:65| 300]: Train Loss:0.0010053, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:03:05,241 - wikidata12k_1n - [INFO] - [E:65| 400]: Train Loss:0.0010056, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:04:07,985 - wikidata12k_1n - [INFO] - [E:65| 500]: Train Loss:0.0010055, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:05:10,753 - wikidata12k_1n - [INFO] - [E:65| 600]: Train Loss:0.0010054, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:06:13,609 - wikidata12k_1n - [INFO] - [E:65| 700]: Train Loss:0.0010068, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:07:17,106 - wikidata12k_1n - [INFO] - [E:65| 800]: Train Loss:0.0010071, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:08:19,867 - wikidata12k_1n - [INFO] - [E:65| 900]: Train Loss:0.0010071, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:09:22,600 - wikidata12k_1n - [INFO] - [E:65| 1000]: Train Loss:0.001007, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:10:25,331 - wikidata12k_1n - [INFO] - [E:65| 1100]: Train Loss:0.0010072, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:11:28,080 - wikidata12k_1n - [INFO] - [E:65| 1200]: Train Loss:0.0010072, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:12:30,803 - wikidata12k_1n - [INFO] - [E:65| 1300]: Train Loss:0.0010069, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:13:33,583 - wikidata12k_1n - [INFO] - [E:65| 1400]: Train Loss:0.0010071, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:14:36,333 - wikidata12k_1n - [INFO] - [E:65| 1500]: Train Loss:0.0010068, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:15:39,071 - wikidata12k_1n - [INFO] - [E:65| 1600]: Train Loss:0.0010069, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:16:20,142 - wikidata12k_1n - [INFO] - [Epoch:65]: Training Loss:0.001007 + +2023-05-07 22:16:20,357 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 22:16:41,586 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 22:16:53,873 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 22:17:15,280 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 22:17:27,452 - wikidata12k_1n - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.49591, Head : 0.34784, Avg : 0.42187 + +2023-05-07 22:17:28,434 - wikidata12k_1n - [INFO] - [Epoch 65]: Training Loss: 0.0010071, Valid MRR: 0.42187, + + + +2023-05-07 22:17:29,083 - wikidata12k_1n - [INFO] - [E:66| 0]: Train Loss:0.00097439, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:18:31,751 - wikidata12k_1n - [INFO] - [E:66| 100]: Train Loss:0.0010039, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:19:34,429 - wikidata12k_1n - [INFO] - [E:66| 200]: Train Loss:0.0010031, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:20:37,136 - wikidata12k_1n - [INFO] - [E:66| 300]: Train Loss:0.0010032, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:21:39,831 - wikidata12k_1n - [INFO] - [E:66| 400]: Train Loss:0.0010033, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:22:42,497 - wikidata12k_1n - [INFO] - [E:66| 500]: Train Loss:0.0010041, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:23:45,285 - wikidata12k_1n - [INFO] - [E:66| 600]: Train Loss:0.0010041, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:24:47,979 - wikidata12k_1n - [INFO] - [E:66| 700]: Train Loss:0.0010048, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:25:50,636 - wikidata12k_1n - [INFO] - [E:66| 800]: Train Loss:0.0010047, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:26:53,309 - wikidata12k_1n - [INFO] - [E:66| 900]: Train Loss:0.0010045, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:27:55,955 - wikidata12k_1n - [INFO] - [E:66| 1000]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:28:58,654 - wikidata12k_1n - [INFO] - [E:66| 1100]: Train Loss:0.0010054, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:30:01,313 - wikidata12k_1n - [INFO] - [E:66| 1200]: Train Loss:0.0010057, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:31:04,060 - wikidata12k_1n - [INFO] - [E:66| 1300]: Train Loss:0.0010056, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:32:06,860 - wikidata12k_1n - [INFO] - [E:66| 1400]: Train Loss:0.0010057, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:33:09,592 - wikidata12k_1n - [INFO] - [E:66| 1500]: Train Loss:0.0010058, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:34:12,327 - wikidata12k_1n - [INFO] - [E:66| 1600]: Train Loss:0.0010059, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:34:53,309 - wikidata12k_1n - [INFO] - [Epoch:66]: Training Loss:0.001006 + +2023-05-07 22:34:53,524 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 22:35:14,741 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 22:35:27,019 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 22:35:48,405 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 22:36:00,570 - wikidata12k_1n - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.4978, Head : 0.31071, Avg : 0.40426 + +2023-05-07 22:36:00,570 - wikidata12k_1n - [INFO] - [Epoch 66]: Training Loss: 0.0010061, Valid MRR: 0.42187, + + + +2023-05-07 22:36:01,213 - wikidata12k_1n - [INFO] - [E:67| 0]: Train Loss:0.00098129, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:37:03,891 - wikidata12k_1n - [INFO] - [E:67| 100]: Train Loss:0.0010061, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:38:06,629 - wikidata12k_1n - [INFO] - [E:67| 200]: Train Loss:0.0010033, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:39:09,416 - wikidata12k_1n - [INFO] - [E:67| 300]: Train Loss:0.0010041, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:40:12,193 - wikidata12k_1n - [INFO] - [E:67| 400]: Train Loss:0.0010037, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:41:15,039 - wikidata12k_1n - [INFO] - [E:67| 500]: Train Loss:0.001004, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:42:17,766 - wikidata12k_1n - [INFO] - [E:67| 600]: Train Loss:0.001005, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:43:20,467 - wikidata12k_1n - [INFO] - [E:67| 700]: Train Loss:0.0010053, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:44:23,190 - wikidata12k_1n - [INFO] - [E:67| 800]: Train Loss:0.0010052, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:45:25,910 - wikidata12k_1n - [INFO] - [E:67| 900]: Train Loss:0.0010054, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:46:28,597 - wikidata12k_1n - [INFO] - [E:67| 1000]: Train Loss:0.0010048, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:47:31,312 - wikidata12k_1n - [INFO] - [E:67| 1100]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:48:34,050 - wikidata12k_1n - [INFO] - [E:67| 1200]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:49:36,881 - wikidata12k_1n - [INFO] - [E:67| 1300]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:50:39,557 - wikidata12k_1n - [INFO] - [E:67| 1400]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:51:42,251 - wikidata12k_1n - [INFO] - [E:67| 1500]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:52:44,914 - wikidata12k_1n - [INFO] - [E:67| 1600]: Train Loss:0.001005, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:53:25,878 - wikidata12k_1n - [INFO] - [Epoch:67]: Training Loss:0.001005 + +2023-05-07 22:53:26,093 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 22:53:47,293 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 22:53:59,622 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 22:54:20,989 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 22:54:33,147 - wikidata12k_1n - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.49569, Head : 0.32081, Avg : 0.40825 + +2023-05-07 22:54:33,147 - wikidata12k_1n - [INFO] - [Epoch 67]: Training Loss: 0.0010048, Valid MRR: 0.42187, + + + +2023-05-07 22:54:33,791 - wikidata12k_1n - [INFO] - [E:68| 0]: Train Loss:0.00098204, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:55:36,604 - wikidata12k_1n - [INFO] - [E:68| 100]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:56:39,396 - wikidata12k_1n - [INFO] - [E:68| 200]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:57:42,175 - wikidata12k_1n - [INFO] - [E:68| 300]: Train Loss:0.0010015, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:58:44,980 - wikidata12k_1n - [INFO] - [E:68| 400]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:59:47,674 - wikidata12k_1n - [INFO] - [E:68| 500]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:00:50,481 - wikidata12k_1n - [INFO] - [E:68| 600]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:01:53,203 - wikidata12k_1n - [INFO] - [E:68| 700]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:02:55,951 - wikidata12k_1n - [INFO] - [E:68| 800]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:03:58,710 - wikidata12k_1n - [INFO] - [E:68| 900]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:05:01,429 - wikidata12k_1n - [INFO] - [E:68| 1000]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:06:04,151 - wikidata12k_1n - [INFO] - [E:68| 1100]: Train Loss:0.0010028, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:07:07,010 - wikidata12k_1n - [INFO] - [E:68| 1200]: Train Loss:0.0010029, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:08:09,834 - wikidata12k_1n - [INFO] - [E:68| 1300]: Train Loss:0.0010035, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:09:12,590 - wikidata12k_1n - [INFO] - [E:68| 1400]: Train Loss:0.0010038, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:10:15,352 - wikidata12k_1n - [INFO] - [E:68| 1500]: Train Loss:0.0010037, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:11:18,140 - wikidata12k_1n - [INFO] - [E:68| 1600]: Train Loss:0.0010039, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:11:59,184 - wikidata12k_1n - [INFO] - [Epoch:68]: Training Loss:0.001004 + +2023-05-07 23:11:59,398 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 23:12:20,629 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 23:12:32,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 23:12:54,312 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 23:13:06,482 - wikidata12k_1n - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.49045, Head : 0.32508, Avg : 0.40777 + +2023-05-07 23:13:06,482 - wikidata12k_1n - [INFO] - [Epoch 68]: Training Loss: 0.001004, Valid MRR: 0.42187, + + + +2023-05-07 23:13:07,124 - wikidata12k_1n - [INFO] - [E:69| 0]: Train Loss:0.00097293, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:14:09,908 - wikidata12k_1n - [INFO] - [E:69| 100]: Train Loss:0.00099679, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:15:12,741 - wikidata12k_1n - [INFO] - [E:69| 200]: Train Loss:0.0009996, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:16:15,535 - wikidata12k_1n - [INFO] - [E:69| 300]: Train Loss:0.0010004, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:17:18,285 - wikidata12k_1n - [INFO] - [E:69| 400]: Train Loss:0.0010021, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:18:21,044 - wikidata12k_1n - [INFO] - [E:69| 500]: Train Loss:0.0010012, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:19:23,787 - wikidata12k_1n - [INFO] - [E:69| 600]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:20:26,542 - wikidata12k_1n - [INFO] - [E:69| 700]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:21:29,346 - wikidata12k_1n - [INFO] - [E:69| 800]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:22:32,114 - wikidata12k_1n - [INFO] - [E:69| 900]: Train Loss:0.001002, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:23:34,869 - wikidata12k_1n - [INFO] - [E:69| 1000]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:24:37,703 - wikidata12k_1n - [INFO] - [E:69| 1100]: Train Loss:0.0010022, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:25:40,398 - wikidata12k_1n - [INFO] - [E:69| 1200]: Train Loss:0.0010023, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:26:43,230 - wikidata12k_1n - [INFO] - [E:69| 1300]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:27:46,066 - wikidata12k_1n - [INFO] - [E:69| 1400]: Train Loss:0.001003, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:28:48,865 - wikidata12k_1n - [INFO] - [E:69| 1500]: Train Loss:0.0010031, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:29:51,679 - wikidata12k_1n - [INFO] - [E:69| 1600]: Train Loss:0.0010032, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:30:32,709 - wikidata12k_1n - [INFO] - [Epoch:69]: Training Loss:0.001003 + +2023-05-07 23:30:32,924 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 23:30:54,174 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 23:31:06,468 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 23:31:27,870 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 23:31:40,045 - wikidata12k_1n - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.49667, Head : 0.32745, Avg : 0.41206 + MR: Tail : 439.77, Head : 493.37, Avg : 466.57 + Hit-1: Tail : 0.3995, Head : 0.21635, Avg : 0.30792 + Hit-3: Tail : 0.5476, Head : 0.37782, Avg : 0.46271 + Hit-10: Tail : 0.68656, Head : 0.55117, Avg : 0.61886 +2023-05-07 23:31:40,045 - wikidata12k_1n - [INFO] - [Epoch 69]: Training Loss: 0.0010032, Valid MRR: 0.42187, + + + +2023-05-07 23:31:40,689 - wikidata12k_1n - [INFO] - [E:70| 0]: Train Loss:0.0010253, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:32:43,542 - wikidata12k_1n - [INFO] - [E:70| 100]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:33:46,230 - wikidata12k_1n - [INFO] - [E:70| 200]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:34:48,998 - wikidata12k_1n - [INFO] - [E:70| 300]: Train Loss:0.0010014, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:35:51,780 - wikidata12k_1n - [INFO] - [E:70| 400]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:36:54,626 - wikidata12k_1n - [INFO] - [E:70| 500]: Train Loss:0.00099991, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:37:57,429 - wikidata12k_1n - [INFO] - [E:70| 600]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:39:00,213 - wikidata12k_1n - [INFO] - [E:70| 700]: Train Loss:0.0010012, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:40:03,049 - wikidata12k_1n - [INFO] - [E:70| 800]: Train Loss:0.0010014, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:41:05,881 - wikidata12k_1n - [INFO] - [E:70| 900]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:42:08,572 - wikidata12k_1n - [INFO] - [E:70| 1000]: Train Loss:0.0010018, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:43:11,260 - wikidata12k_1n - [INFO] - [E:70| 1100]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:44:13,937 - wikidata12k_1n - [INFO] - [E:70| 1200]: Train Loss:0.0010022, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:45:16,654 - wikidata12k_1n - [INFO] - [E:70| 1300]: Train Loss:0.0010023, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:46:19,352 - wikidata12k_1n - [INFO] - [E:70| 1400]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:47:22,073 - wikidata12k_1n - [INFO] - [E:70| 1500]: Train Loss:0.0010022, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:48:24,793 - wikidata12k_1n - [INFO] - [E:70| 1600]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:49:05,772 - wikidata12k_1n - [INFO] - [Epoch:70]: Training Loss:0.001002 + +2023-05-07 23:49:05,988 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 23:49:27,186 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 23:49:39,515 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 23:50:00,968 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 23:50:13,141 - wikidata12k_1n - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.48949, Head : 0.31067, Avg : 0.40008 + +2023-05-07 23:50:13,141 - wikidata12k_1n - [INFO] - [Epoch 70]: Training Loss: 0.0010024, Valid MRR: 0.42187, + + + +2023-05-07 23:50:13,781 - wikidata12k_1n - [INFO] - [E:71| 0]: Train Loss:0.0010009, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:51:16,602 - wikidata12k_1n - [INFO] - [E:71| 100]: Train Loss:0.0010009, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:52:19,600 - wikidata12k_1n - [INFO] - [E:71| 200]: Train Loss:0.0010001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:53:22,579 - wikidata12k_1n - [INFO] - [E:71| 300]: Train Loss:0.0010004, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:54:25,527 - wikidata12k_1n - [INFO] - [E:71| 400]: Train Loss:0.00099938, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:55:28,334 - wikidata12k_1n - [INFO] - [E:71| 500]: Train Loss:0.00099916, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:56:31,296 - wikidata12k_1n - [INFO] - [E:71| 600]: Train Loss:0.00099912, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:57:34,182 - wikidata12k_1n - [INFO] - [E:71| 700]: Train Loss:0.001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:58:36,940 - wikidata12k_1n - [INFO] - [E:71| 800]: Train Loss:0.0010011, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:59:39,741 - wikidata12k_1n - [INFO] - [E:71| 900]: Train Loss:0.0010011, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:00:42,509 - wikidata12k_1n - [INFO] - [E:71| 1000]: Train Loss:0.0010009, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:01:45,280 - wikidata12k_1n - [INFO] - [E:71| 1100]: Train Loss:0.0010016, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:02:48,033 - wikidata12k_1n - [INFO] - [E:71| 1200]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:03:50,844 - wikidata12k_1n - [INFO] - [E:71| 1300]: Train Loss:0.0010015, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:04:53,590 - wikidata12k_1n - [INFO] - [E:71| 1400]: Train Loss:0.0010016, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:05:56,378 - wikidata12k_1n - [INFO] - [E:71| 1500]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:06:59,150 - wikidata12k_1n - [INFO] - [E:71| 1600]: Train Loss:0.001002, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:07:40,196 - wikidata12k_1n - [INFO] - [Epoch:71]: Training Loss:0.001002 + +2023-05-08 00:07:40,411 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 00:08:01,636 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 00:08:13,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 00:08:35,304 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 00:08:47,470 - wikidata12k_1n - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.49722, Head : 0.34188, Avg : 0.41955 + +2023-05-08 00:08:47,470 - wikidata12k_1n - [INFO] - [Epoch 71]: Training Loss: 0.0010021, Valid MRR: 0.42187, + + + +2023-05-08 00:08:48,111 - wikidata12k_1n - [INFO] - [E:72| 0]: Train Loss:0.0010133, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:09:50,820 - wikidata12k_1n - [INFO] - [E:72| 100]: Train Loss:0.00099849, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:10:53,478 - wikidata12k_1n - [INFO] - [E:72| 200]: Train Loss:0.00099895, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:11:56,182 - wikidata12k_1n - [INFO] - [E:72| 300]: Train Loss:0.00099961, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:12:58,902 - wikidata12k_1n - [INFO] - [E:72| 400]: Train Loss:0.00099946, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:14:01,662 - wikidata12k_1n - [INFO] - [E:72| 500]: Train Loss:0.00099909, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:15:04,427 - wikidata12k_1n - [INFO] - [E:72| 600]: Train Loss:0.00099902, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:16:07,277 - wikidata12k_1n - [INFO] - [E:72| 700]: Train Loss:0.00099953, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:17:10,045 - wikidata12k_1n - [INFO] - [E:72| 800]: Train Loss:0.00099946, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:18:12,871 - wikidata12k_1n - [INFO] - [E:72| 900]: Train Loss:0.00099969, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:19:15,632 - wikidata12k_1n - [INFO] - [E:72| 1000]: Train Loss:0.00099981, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:20:18,436 - wikidata12k_1n - [INFO] - [E:72| 1100]: Train Loss:0.0010003, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:21:21,244 - wikidata12k_1n - [INFO] - [E:72| 1200]: Train Loss:0.0010006, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:22:24,024 - wikidata12k_1n - [INFO] - [E:72| 1300]: Train Loss:0.0010006, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:23:26,811 - wikidata12k_1n - [INFO] - [E:72| 1400]: Train Loss:0.0010005, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:24:29,667 - wikidata12k_1n - [INFO] - [E:72| 1500]: Train Loss:0.0010003, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:25:32,463 - wikidata12k_1n - [INFO] - [E:72| 1600]: Train Loss:0.0010004, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:26:13,510 - wikidata12k_1n - [INFO] - [Epoch:72]: Training Loss:0.001 + +2023-05-08 00:26:13,726 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 00:26:34,946 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 00:26:47,244 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 00:27:08,641 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 00:27:20,812 - wikidata12k_1n - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.5011, Head : 0.2855, Avg : 0.3933 + +2023-05-08 00:27:20,812 - wikidata12k_1n - [INFO] - [Epoch 72]: Training Loss: 0.0010003, Valid MRR: 0.42187, + + + +2023-05-08 00:27:21,458 - wikidata12k_1n - [INFO] - [E:73| 0]: Train Loss:0.0010058, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:28:24,187 - wikidata12k_1n - [INFO] - [E:73| 100]: Train Loss:0.00099686, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:29:26,971 - wikidata12k_1n - [INFO] - [E:73| 200]: Train Loss:0.00099765, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:30:29,644 - wikidata12k_1n - [INFO] - [E:73| 300]: Train Loss:0.00099806, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:31:32,381 - wikidata12k_1n - [INFO] - [E:73| 400]: Train Loss:0.00099799, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:32:35,295 - wikidata12k_1n - [INFO] - [E:73| 500]: Train Loss:0.00099911, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:33:38,048 - wikidata12k_1n - [INFO] - [E:73| 600]: Train Loss:0.00099895, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:34:40,729 - wikidata12k_1n - [INFO] - [E:73| 700]: Train Loss:0.00099875, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:35:43,451 - wikidata12k_1n - [INFO] - [E:73| 800]: Train Loss:0.00099835, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:36:46,235 - wikidata12k_1n - [INFO] - [E:73| 900]: Train Loss:0.00099845, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:37:49,032 - wikidata12k_1n - [INFO] - [E:73| 1000]: Train Loss:0.00099826, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:38:51,842 - wikidata12k_1n - [INFO] - [E:73| 1100]: Train Loss:0.00099849, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:39:54,670 - wikidata12k_1n - [INFO] - [E:73| 1200]: Train Loss:0.00099852, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:40:57,453 - wikidata12k_1n - [INFO] - [E:73| 1300]: Train Loss:0.00099876, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:42:00,224 - wikidata12k_1n - [INFO] - [E:73| 1400]: Train Loss:0.00099916, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:43:02,960 - wikidata12k_1n - [INFO] - [E:73| 1500]: Train Loss:0.0009992, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:44:05,712 - wikidata12k_1n - [INFO] - [E:73| 1600]: Train Loss:0.00099943, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:44:46,722 - wikidata12k_1n - [INFO] - [Epoch:73]: Training Loss:0.0009994 + +2023-05-08 00:44:46,938 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 00:45:08,153 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 00:45:20,436 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 00:45:41,823 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 00:45:53,997 - wikidata12k_1n - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.49694, Head : 0.29605, Avg : 0.39649 + +2023-05-08 00:45:53,997 - wikidata12k_1n - [INFO] - [Epoch 73]: Training Loss: 0.00099942, Valid MRR: 0.42187, + + + +2023-05-08 00:45:54,638 - wikidata12k_1n - [INFO] - [E:74| 0]: Train Loss:0.0011114, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:46:57,399 - wikidata12k_1n - [INFO] - [E:74| 100]: Train Loss:0.0009985, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:48:00,167 - wikidata12k_1n - [INFO] - [E:74| 200]: Train Loss:0.00099764, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:49:02,915 - wikidata12k_1n - [INFO] - [E:74| 300]: Train Loss:0.00099802, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:50:05,643 - wikidata12k_1n - [INFO] - [E:74| 400]: Train Loss:0.00099806, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:51:08,417 - wikidata12k_1n - [INFO] - [E:74| 500]: Train Loss:0.0009976, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:52:11,102 - wikidata12k_1n - [INFO] - [E:74| 600]: Train Loss:0.00099812, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:53:13,800 - wikidata12k_1n - [INFO] - [E:74| 700]: Train Loss:0.00099859, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:54:16,482 - wikidata12k_1n - [INFO] - [E:74| 800]: Train Loss:0.0009988, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:55:19,186 - wikidata12k_1n - [INFO] - [E:74| 900]: Train Loss:0.00099962, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:56:21,854 - wikidata12k_1n - [INFO] - [E:74| 1000]: Train Loss:0.00099938, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:57:24,526 - wikidata12k_1n - [INFO] - [E:74| 1100]: Train Loss:0.00099934, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:58:27,174 - wikidata12k_1n - [INFO] - [E:74| 1200]: Train Loss:0.00099917, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:59:29,994 - wikidata12k_1n - [INFO] - [E:74| 1300]: Train Loss:0.00099909, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:00:32,751 - wikidata12k_1n - [INFO] - [E:74| 1400]: Train Loss:0.00099901, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:01:35,520 - wikidata12k_1n - [INFO] - [E:74| 1500]: Train Loss:0.00099883, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:02:38,247 - wikidata12k_1n - [INFO] - [E:74| 1600]: Train Loss:0.00099875, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:03:19,201 - wikidata12k_1n - [INFO] - [Epoch:74]: Training Loss:0.0009987 + +2023-05-08 01:03:19,417 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 01:03:40,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 01:03:52,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 01:04:14,295 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 01:04:26,454 - wikidata12k_1n - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.48952, Head : 0.26564, Avg : 0.37758 + +2023-05-08 01:04:26,454 - wikidata12k_1n - [INFO] - [Epoch 74]: Training Loss: 0.00099871, Valid MRR: 0.42187, + + + +2023-05-08 01:04:27,097 - wikidata12k_1n - [INFO] - [E:75| 0]: Train Loss:0.00096786, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:05:29,787 - wikidata12k_1n - [INFO] - [E:75| 100]: Train Loss:0.00099153, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:06:32,508 - wikidata12k_1n - [INFO] - [E:75| 200]: Train Loss:0.00099264, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:07:35,247 - wikidata12k_1n - [INFO] - [E:75| 300]: Train Loss:0.00099417, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:08:38,120 - wikidata12k_1n - [INFO] - [E:75| 400]: Train Loss:0.00099457, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:09:40,953 - wikidata12k_1n - [INFO] - [E:75| 500]: Train Loss:0.00099604, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:10:43,762 - wikidata12k_1n - [INFO] - [E:75| 600]: Train Loss:0.00099628, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:11:46,581 - wikidata12k_1n - [INFO] - [E:75| 700]: Train Loss:0.00099682, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:12:49,290 - wikidata12k_1n - [INFO] - [E:75| 800]: Train Loss:0.00099682, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:13:51,965 - wikidata12k_1n - [INFO] - [E:75| 900]: Train Loss:0.00099709, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:14:54,627 - wikidata12k_1n - [INFO] - [E:75| 1000]: Train Loss:0.00099711, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:15:57,306 - wikidata12k_1n - [INFO] - [E:75| 1100]: Train Loss:0.00099728, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:16:59,994 - wikidata12k_1n - [INFO] - [E:75| 1200]: Train Loss:0.00099742, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:18:02,748 - wikidata12k_1n - [INFO] - [E:75| 1300]: Train Loss:0.00099738, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:19:05,416 - wikidata12k_1n - [INFO] - [E:75| 1400]: Train Loss:0.00099729, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:20:08,103 - wikidata12k_1n - [INFO] - [E:75| 1500]: Train Loss:0.0009976, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:21:10,787 - wikidata12k_1n - [INFO] - [E:75| 1600]: Train Loss:0.00099778, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:21:51,750 - wikidata12k_1n - [INFO] - [Epoch:75]: Training Loss:0.0009978 + +2023-05-08 01:21:51,965 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 01:22:13,155 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 01:22:25,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 01:22:46,814 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 01:22:58,972 - wikidata12k_1n - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.50149, Head : 0.33142, Avg : 0.41645 + +2023-05-08 01:22:58,972 - wikidata12k_1n - [INFO] - [Epoch 75]: Training Loss: 0.0009978, Valid MRR: 0.42187, + + + +2023-05-08 01:22:59,612 - wikidata12k_1n - [INFO] - [E:76| 0]: Train Loss:0.00096237, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:24:02,301 - wikidata12k_1n - [INFO] - [E:76| 100]: Train Loss:0.00099126, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:25:05,045 - wikidata12k_1n - [INFO] - [E:76| 200]: Train Loss:0.00099391, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:26:07,735 - wikidata12k_1n - [INFO] - [E:76| 300]: Train Loss:0.00099368, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:27:10,418 - wikidata12k_1n - [INFO] - [E:76| 400]: Train Loss:0.0009938, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:28:13,148 - wikidata12k_1n - [INFO] - [E:76| 500]: Train Loss:0.00099477, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:29:15,933 - wikidata12k_1n - [INFO] - [E:76| 600]: Train Loss:0.00099481, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:30:18,735 - wikidata12k_1n - [INFO] - [E:76| 700]: Train Loss:0.00099514, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:31:21,561 - wikidata12k_1n - [INFO] - [E:76| 800]: Train Loss:0.00099556, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:32:24,354 - wikidata12k_1n - [INFO] - [E:76| 900]: Train Loss:0.00099621, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:33:27,160 - wikidata12k_1n - [INFO] - [E:76| 1000]: Train Loss:0.00099645, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:34:29,923 - wikidata12k_1n - [INFO] - [E:76| 1100]: Train Loss:0.00099661, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:35:32,639 - wikidata12k_1n - [INFO] - [E:76| 1200]: Train Loss:0.00099661, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:36:35,605 - wikidata12k_1n - [INFO] - [E:76| 1300]: Train Loss:0.00099659, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:37:38,415 - wikidata12k_1n - [INFO] - [E:76| 1400]: Train Loss:0.00099662, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:38:41,206 - wikidata12k_1n - [INFO] - [E:76| 1500]: Train Loss:0.00099673, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:39:44,050 - wikidata12k_1n - [INFO] - [E:76| 1600]: Train Loss:0.00099703, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:40:25,074 - wikidata12k_1n - [INFO] - [Epoch:76]: Training Loss:0.000997 + +2023-05-08 01:40:25,289 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 01:40:46,523 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 01:40:58,808 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 01:41:20,197 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 01:41:32,354 - wikidata12k_1n - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.49307, Head : 0.27298, Avg : 0.38302 + +2023-05-08 01:41:32,355 - wikidata12k_1n - [INFO] - [Epoch 76]: Training Loss: 0.00099695, Valid MRR: 0.42187, + + + +2023-05-08 01:41:32,997 - wikidata12k_1n - [INFO] - [E:77| 0]: Train Loss:0.00098471, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:42:35,889 - wikidata12k_1n - [INFO] - [E:77| 100]: Train Loss:0.0009906, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:43:38,768 - wikidata12k_1n - [INFO] - [E:77| 200]: Train Loss:0.00099355, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:44:41,712 - wikidata12k_1n - [INFO] - [E:77| 300]: Train Loss:0.00099429, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:45:44,640 - wikidata12k_1n - [INFO] - [E:77| 400]: Train Loss:0.00099327, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:46:47,339 - wikidata12k_1n - [INFO] - [E:77| 500]: Train Loss:0.00099409, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:47:50,039 - wikidata12k_1n - [INFO] - [E:77| 600]: Train Loss:0.00099444, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:48:52,698 - wikidata12k_1n - [INFO] - [E:77| 700]: Train Loss:0.00099445, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:49:55,390 - wikidata12k_1n - [INFO] - [E:77| 800]: Train Loss:0.00099444, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:50:58,104 - wikidata12k_1n - [INFO] - [E:77| 900]: Train Loss:0.00099437, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:52:00,888 - wikidata12k_1n - [INFO] - [E:77| 1000]: Train Loss:0.00099496, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:53:03,673 - wikidata12k_1n - [INFO] - [E:77| 1100]: Train Loss:0.000995, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:54:06,447 - wikidata12k_1n - [INFO] - [E:77| 1200]: Train Loss:0.00099521, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:55:09,236 - wikidata12k_1n - [INFO] - [E:77| 1300]: Train Loss:0.00099544, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:56:11,989 - wikidata12k_1n - [INFO] - [E:77| 1400]: Train Loss:0.00099526, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:57:14,772 - wikidata12k_1n - [INFO] - [E:77| 1500]: Train Loss:0.00099542, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:58:17,511 - wikidata12k_1n - [INFO] - [E:77| 1600]: Train Loss:0.00099558, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:58:58,506 - wikidata12k_1n - [INFO] - [Epoch:77]: Training Loss:0.0009955 + +2023-05-08 01:58:58,720 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 01:59:19,927 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 01:59:32,255 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 01:59:53,720 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 02:00:05,882 - wikidata12k_1n - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.49265, Head : 0.28752, Avg : 0.39008 + +2023-05-08 02:00:05,882 - wikidata12k_1n - [INFO] - [Epoch 77]: Training Loss: 0.00099547, Valid MRR: 0.42187, + + + +2023-05-08 02:00:06,524 - wikidata12k_1n - [INFO] - [E:78| 0]: Train Loss:0.00096078, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:01:09,384 - wikidata12k_1n - [INFO] - [E:78| 100]: Train Loss:0.00098865, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:02:12,134 - wikidata12k_1n - [INFO] - [E:78| 200]: Train Loss:0.00098938, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:03:14,906 - wikidata12k_1n - [INFO] - [E:78| 300]: Train Loss:0.00099025, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:04:17,667 - wikidata12k_1n - [INFO] - [E:78| 400]: Train Loss:0.00099164, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:05:20,441 - wikidata12k_1n - [INFO] - [E:78| 500]: Train Loss:0.00099263, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:06:23,179 - wikidata12k_1n - [INFO] - [E:78| 600]: Train Loss:0.0009933, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:07:25,874 - wikidata12k_1n - [INFO] - [E:78| 700]: Train Loss:0.00099344, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:08:28,617 - wikidata12k_1n - [INFO] - [E:78| 800]: Train Loss:0.00099401, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:09:31,303 - wikidata12k_1n - [INFO] - [E:78| 900]: Train Loss:0.00099421, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:10:33,984 - wikidata12k_1n - [INFO] - [E:78| 1000]: Train Loss:0.0009945, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:11:36,685 - wikidata12k_1n - [INFO] - [E:78| 1100]: Train Loss:0.0009946, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:12:39,485 - wikidata12k_1n - [INFO] - [E:78| 1200]: Train Loss:0.0009946, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:13:42,278 - wikidata12k_1n - [INFO] - [E:78| 1300]: Train Loss:0.00099517, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:14:45,086 - wikidata12k_1n - [INFO] - [E:78| 1400]: Train Loss:0.00099511, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:15:47,771 - wikidata12k_1n - [INFO] - [E:78| 1500]: Train Loss:0.0009952, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:16:50,525 - wikidata12k_1n - [INFO] - [E:78| 1600]: Train Loss:0.00099539, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:17:31,628 - wikidata12k_1n - [INFO] - [Epoch:78]: Training Loss:0.0009953 + +2023-05-08 02:17:31,844 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 02:17:53,064 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 02:18:05,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 02:18:26,741 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 02:18:38,924 - wikidata12k_1n - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.49667, Head : 0.3139, Avg : 0.40528 + +2023-05-08 02:18:38,924 - wikidata12k_1n - [INFO] - [Epoch 78]: Training Loss: 0.0009953, Valid MRR: 0.42187, + + + +2023-05-08 02:18:39,573 - wikidata12k_1n - [INFO] - [E:79| 0]: Train Loss:0.00096019, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:19:42,329 - wikidata12k_1n - [INFO] - [E:79| 100]: Train Loss:0.00098776, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:20:45,079 - wikidata12k_1n - [INFO] - [E:79| 200]: Train Loss:0.00099026, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:21:47,894 - wikidata12k_1n - [INFO] - [E:79| 300]: Train Loss:0.00099094, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:22:50,657 - wikidata12k_1n - [INFO] - [E:79| 400]: Train Loss:0.00099151, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:23:53,430 - wikidata12k_1n - [INFO] - [E:79| 500]: Train Loss:0.00099199, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:24:56,289 - wikidata12k_1n - [INFO] - [E:79| 600]: Train Loss:0.00099271, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:25:59,163 - wikidata12k_1n - [INFO] - [E:79| 700]: Train Loss:0.00099322, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:27:01,963 - wikidata12k_1n - [INFO] - [E:79| 800]: Train Loss:0.00099325, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:28:04,714 - wikidata12k_1n - [INFO] - [E:79| 900]: Train Loss:0.00099362, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:29:07,498 - wikidata12k_1n - [INFO] - [E:79| 1000]: Train Loss:0.00099391, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:30:10,278 - wikidata12k_1n - [INFO] - [E:79| 1100]: Train Loss:0.00099369, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:31:13,082 - wikidata12k_1n - [INFO] - [E:79| 1200]: Train Loss:0.00099365, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:32:15,864 - wikidata12k_1n - [INFO] - [E:79| 1300]: Train Loss:0.00099361, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:33:18,630 - wikidata12k_1n - [INFO] - [E:79| 1400]: Train Loss:0.00099413, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:34:21,423 - wikidata12k_1n - [INFO] - [E:79| 1500]: Train Loss:0.00099422, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:35:24,357 - wikidata12k_1n - [INFO] - [E:79| 1600]: Train Loss:0.00099426, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:36:05,458 - wikidata12k_1n - [INFO] - [Epoch:79]: Training Loss:0.0009944 + +2023-05-08 02:36:05,672 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 02:36:26,942 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 02:36:39,270 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 02:37:00,684 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 02:37:12,844 - wikidata12k_1n - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.49588, Head : 0.31112, Avg : 0.4035 + MR: Tail : 473.61, Head : 538.63, Avg : 506.12 + Hit-1: Tail : 0.40152, Head : 0.1976, Avg : 0.29956 + Hit-3: Tail : 0.54246, Head : 0.36268, Avg : 0.45257 + Hit-10: Tail : 0.68374, Head : 0.54676, Avg : 0.61525 +2023-05-08 02:37:12,844 - wikidata12k_1n - [INFO] - [Epoch 79]: Training Loss: 0.00099443, Valid MRR: 0.42187, + + + +2023-05-08 02:37:13,489 - wikidata12k_1n - [INFO] - [E:80| 0]: Train Loss:0.0010184, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:38:16,364 - wikidata12k_1n - [INFO] - [E:80| 100]: Train Loss:0.00099331, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:39:19,144 - wikidata12k_1n - [INFO] - [E:80| 200]: Train Loss:0.00099287, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:40:21,925 - wikidata12k_1n - [INFO] - [E:80| 300]: Train Loss:0.00099221, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:41:24,757 - wikidata12k_1n - [INFO] - [E:80| 400]: Train Loss:0.0009926, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:42:27,534 - wikidata12k_1n - [INFO] - [E:80| 500]: Train Loss:0.00099242, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:43:30,376 - wikidata12k_1n - [INFO] - [E:80| 600]: Train Loss:0.00099211, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:44:33,053 - wikidata12k_1n - [INFO] - [E:80| 700]: Train Loss:0.0009925, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:45:35,845 - wikidata12k_1n - [INFO] - [E:80| 800]: Train Loss:0.0009921, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:46:38,652 - wikidata12k_1n - [INFO] - [E:80| 900]: Train Loss:0.00099257, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:47:41,401 - wikidata12k_1n - [INFO] - [E:80| 1000]: Train Loss:0.00099229, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:48:44,087 - wikidata12k_1n - [INFO] - [E:80| 1100]: Train Loss:0.00099216, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:49:46,802 - wikidata12k_1n - [INFO] - [E:80| 1200]: Train Loss:0.00099232, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:50:49,483 - wikidata12k_1n - [INFO] - [E:80| 1300]: Train Loss:0.00099267, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:51:52,329 - wikidata12k_1n - [INFO] - [E:80| 1400]: Train Loss:0.00099294, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:52:55,114 - wikidata12k_1n - [INFO] - [E:80| 1500]: Train Loss:0.00099308, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:53:57,966 - wikidata12k_1n - [INFO] - [E:80| 1600]: Train Loss:0.00099317, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:54:39,039 - wikidata12k_1n - [INFO] - [Epoch:80]: Training Loss:0.0009931 + +2023-05-08 02:54:39,254 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 02:55:00,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 02:55:12,782 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 02:55:34,190 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 02:55:46,363 - wikidata12k_1n - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.49858, Head : 0.31063, Avg : 0.4046 + +2023-05-08 02:55:46,363 - wikidata12k_1n - [INFO] - [Epoch 80]: Training Loss: 0.00099314, Valid MRR: 0.42187, + + + +2023-05-08 02:55:47,005 - wikidata12k_1n - [INFO] - [E:81| 0]: Train Loss:0.00098843, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:56:49,865 - wikidata12k_1n - [INFO] - [E:81| 100]: Train Loss:0.00099224, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:57:52,673 - wikidata12k_1n - [INFO] - [E:81| 200]: Train Loss:0.00099223, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:58:55,444 - wikidata12k_1n - [INFO] - [E:81| 300]: Train Loss:0.0009906, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:59:58,176 - wikidata12k_1n - [INFO] - [E:81| 400]: Train Loss:0.0009896, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:01:01,059 - wikidata12k_1n - [INFO] - [E:81| 500]: Train Loss:0.00099121, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:02:03,843 - wikidata12k_1n - [INFO] - [E:81| 600]: Train Loss:0.00099107, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:03:06,662 - wikidata12k_1n - [INFO] - [E:81| 700]: Train Loss:0.00099111, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:04:09,465 - wikidata12k_1n - [INFO] - [E:81| 800]: Train Loss:0.00099139, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:05:12,255 - wikidata12k_1n - [INFO] - [E:81| 900]: Train Loss:0.0009919, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:06:15,043 - wikidata12k_1n - [INFO] - [E:81| 1000]: Train Loss:0.00099198, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:07:17,840 - wikidata12k_1n - [INFO] - [E:81| 1100]: Train Loss:0.00099231, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:08:20,647 - wikidata12k_1n - [INFO] - [E:81| 1200]: Train Loss:0.00099257, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:09:23,421 - wikidata12k_1n - [INFO] - [E:81| 1300]: Train Loss:0.00099271, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:10:26,128 - wikidata12k_1n - [INFO] - [E:81| 1400]: Train Loss:0.00099256, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:11:28,863 - wikidata12k_1n - [INFO] - [E:81| 1500]: Train Loss:0.00099251, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:12:31,585 - wikidata12k_1n - [INFO] - [E:81| 1600]: Train Loss:0.00099236, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:13:12,546 - wikidata12k_1n - [INFO] - [Epoch:81]: Training Loss:0.0009925 + +2023-05-08 03:13:12,760 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 03:13:33,996 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 03:13:46,282 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 03:14:07,669 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 03:14:19,821 - wikidata12k_1n - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.50001, Head : 0.29604, Avg : 0.39802 + +2023-05-08 03:14:19,821 - wikidata12k_1n - [INFO] - [Epoch 81]: Training Loss: 0.0009925, Valid MRR: 0.42187, + + + +2023-05-08 03:14:20,459 - wikidata12k_1n - [INFO] - [E:82| 0]: Train Loss:0.00099373, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:15:23,152 - wikidata12k_1n - [INFO] - [E:82| 100]: Train Loss:0.00099076, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:16:25,854 - wikidata12k_1n - [INFO] - [E:82| 200]: Train Loss:0.0009887, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:17:28,692 - wikidata12k_1n - [INFO] - [E:82| 300]: Train Loss:0.00098909, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:18:31,525 - wikidata12k_1n - [INFO] - [E:82| 400]: Train Loss:0.00098875, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:19:34,275 - wikidata12k_1n - [INFO] - [E:82| 500]: Train Loss:0.00098977, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:20:36,971 - wikidata12k_1n - [INFO] - [E:82| 600]: Train Loss:0.00099006, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:21:39,674 - wikidata12k_1n - [INFO] - [E:82| 700]: Train Loss:0.00099003, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:22:42,370 - wikidata12k_1n - [INFO] - [E:82| 800]: Train Loss:0.00098986, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:23:45,067 - wikidata12k_1n - [INFO] - [E:82| 900]: Train Loss:0.00099031, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:24:47,738 - wikidata12k_1n - [INFO] - [E:82| 1000]: Train Loss:0.00099086, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:25:50,446 - wikidata12k_1n - [INFO] - [E:82| 1100]: Train Loss:0.0009911, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:26:53,314 - wikidata12k_1n - [INFO] - [E:82| 1200]: Train Loss:0.00099117, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:27:56,217 - wikidata12k_1n - [INFO] - [E:82| 1300]: Train Loss:0.00099102, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:28:59,075 - wikidata12k_1n - [INFO] - [E:82| 1400]: Train Loss:0.00099151, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:30:02,136 - wikidata12k_1n - [INFO] - [E:82| 1500]: Train Loss:0.00099178, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:31:04,904 - wikidata12k_1n - [INFO] - [E:82| 1600]: Train Loss:0.00099164, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:31:45,943 - wikidata12k_1n - [INFO] - [Epoch:82]: Training Loss:0.0009917 + +2023-05-08 03:31:46,158 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 03:32:07,368 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 03:32:19,655 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 03:32:41,052 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 03:32:53,225 - wikidata12k_1n - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.50141, Head : 0.28378, Avg : 0.39259 + +2023-05-08 03:32:53,225 - wikidata12k_1n - [INFO] - [Epoch 82]: Training Loss: 0.00099165, Valid MRR: 0.42187, + + + +2023-05-08 03:32:53,871 - wikidata12k_1n - [INFO] - [E:83| 0]: Train Loss:0.00098584, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:33:56,618 - wikidata12k_1n - [INFO] - [E:83| 100]: Train Loss:0.00098933, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:34:59,475 - wikidata12k_1n - [INFO] - [E:83| 200]: Train Loss:0.00099238, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:36:02,218 - wikidata12k_1n - [INFO] - [E:83| 300]: Train Loss:0.00099411, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:37:04,925 - wikidata12k_1n - [INFO] - [E:83| 400]: Train Loss:0.00099307, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:38:07,637 - wikidata12k_1n - [INFO] - [E:83| 500]: Train Loss:0.00099193, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:39:10,418 - wikidata12k_1n - [INFO] - [E:83| 600]: Train Loss:0.00099199, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:40:13,175 - wikidata12k_1n - [INFO] - [E:83| 700]: Train Loss:0.00099192, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:41:15,987 - wikidata12k_1n - [INFO] - [E:83| 800]: Train Loss:0.00099214, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:42:18,799 - wikidata12k_1n - [INFO] - [E:83| 900]: Train Loss:0.00099195, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:43:21,525 - wikidata12k_1n - [INFO] - [E:83| 1000]: Train Loss:0.0009915, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:44:24,275 - wikidata12k_1n - [INFO] - [E:83| 1100]: Train Loss:0.00099143, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:45:26,951 - wikidata12k_1n - [INFO] - [E:83| 1200]: Train Loss:0.00099117, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:46:29,623 - wikidata12k_1n - [INFO] - [E:83| 1300]: Train Loss:0.00099107, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:47:32,304 - wikidata12k_1n - [INFO] - [E:83| 1400]: Train Loss:0.00099103, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:48:34,979 - wikidata12k_1n - [INFO] - [E:83| 1500]: Train Loss:0.0009913, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:49:37,669 - wikidata12k_1n - [INFO] - [E:83| 1600]: Train Loss:0.00099126, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:50:18,622 - wikidata12k_1n - [INFO] - [Epoch:83]: Training Loss:0.0009912 + +2023-05-08 03:50:18,837 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 03:50:40,055 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 03:50:52,329 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 03:51:13,702 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 03:51:25,862 - wikidata12k_1n - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.49377, Head : 0.28616, Avg : 0.38997 + +2023-05-08 03:51:25,862 - wikidata12k_1n - [INFO] - [Epoch 83]: Training Loss: 0.00099119, Valid MRR: 0.42187, + + + +2023-05-08 03:51:26,507 - wikidata12k_1n - [INFO] - [E:84| 0]: Train Loss:0.00098067, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:52:29,391 - wikidata12k_1n - [INFO] - [E:84| 100]: Train Loss:0.00098547, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:53:32,194 - wikidata12k_1n - [INFO] - [E:84| 200]: Train Loss:0.00098561, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:54:35,006 - wikidata12k_1n - [INFO] - [E:84| 300]: Train Loss:0.0009856, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:55:37,802 - wikidata12k_1n - [INFO] - [E:84| 400]: Train Loss:0.00098584, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:56:40,627 - wikidata12k_1n - [INFO] - [E:84| 500]: Train Loss:0.00098635, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:57:43,365 - wikidata12k_1n - [INFO] - [E:84| 600]: Train Loss:0.00098718, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:58:46,117 - wikidata12k_1n - [INFO] - [E:84| 700]: Train Loss:0.00098784, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:59:48,889 - wikidata12k_1n - [INFO] - [E:84| 800]: Train Loss:0.00098831, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:00:51,767 - wikidata12k_1n - [INFO] - [E:84| 900]: Train Loss:0.00098856, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:01:54,479 - wikidata12k_1n - [INFO] - [E:84| 1000]: Train Loss:0.0009883, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:02:57,161 - wikidata12k_1n - [INFO] - [E:84| 1100]: Train Loss:0.00098872, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:03:59,857 - wikidata12k_1n - [INFO] - [E:84| 1200]: Train Loss:0.00098895, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:05:02,602 - wikidata12k_1n - [INFO] - [E:84| 1300]: Train Loss:0.00098882, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:06:05,456 - wikidata12k_1n - [INFO] - [E:84| 1400]: Train Loss:0.00098911, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:07:08,272 - wikidata12k_1n - [INFO] - [E:84| 1500]: Train Loss:0.00098944, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:08:11,055 - wikidata12k_1n - [INFO] - [E:84| 1600]: Train Loss:0.00098969, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:08:52,065 - wikidata12k_1n - [INFO] - [Epoch:84]: Training Loss:0.0009898 + +2023-05-08 04:08:52,280 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 04:09:13,531 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 04:09:25,897 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 04:09:47,311 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 04:09:59,506 - wikidata12k_1n - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.49833, Head : 0.32306, Avg : 0.41069 + +2023-05-08 04:09:59,506 - wikidata12k_1n - [INFO] - [Epoch 84]: Training Loss: 0.00098976, Valid MRR: 0.42187, + + + +2023-05-08 04:10:00,151 - wikidata12k_1n - [INFO] - [E:85| 0]: Train Loss:0.00096606, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:11:02,945 - wikidata12k_1n - [INFO] - [E:85| 100]: Train Loss:0.00098668, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:12:05,662 - wikidata12k_1n - [INFO] - [E:85| 200]: Train Loss:0.00098694, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:13:08,356 - wikidata12k_1n - [INFO] - [E:85| 300]: Train Loss:0.00098761, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:14:11,068 - wikidata12k_1n - [INFO] - [E:85| 400]: Train Loss:0.00098748, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:15:13,809 - wikidata12k_1n - [INFO] - [E:85| 500]: Train Loss:0.00098717, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:16:16,518 - wikidata12k_1n - [INFO] - [E:85| 600]: Train Loss:0.00098684, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:17:19,232 - wikidata12k_1n - [INFO] - [E:85| 700]: Train Loss:0.00098689, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:18:22,050 - wikidata12k_1n - [INFO] - [E:85| 800]: Train Loss:0.0009875, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:19:24,803 - wikidata12k_1n - [INFO] - [E:85| 900]: Train Loss:0.00098751, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:20:27,581 - wikidata12k_1n - [INFO] - [E:85| 1000]: Train Loss:0.00098787, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:21:30,382 - wikidata12k_1n - [INFO] - [E:85| 1100]: Train Loss:0.00098837, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:22:33,228 - wikidata12k_1n - [INFO] - [E:85| 1200]: Train Loss:0.00098884, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:23:36,049 - wikidata12k_1n - [INFO] - [E:85| 1300]: Train Loss:0.00098903, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:24:38,978 - wikidata12k_1n - [INFO] - [E:85| 1400]: Train Loss:0.00098892, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:25:41,916 - wikidata12k_1n - [INFO] - [E:85| 1500]: Train Loss:0.00098903, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:26:44,708 - wikidata12k_1n - [INFO] - [E:85| 1600]: Train Loss:0.00098898, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:27:25,705 - wikidata12k_1n - [INFO] - [Epoch:85]: Training Loss:0.0009889 + +2023-05-08 04:27:25,920 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 04:27:47,151 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 04:27:59,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 04:28:20,825 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 04:28:32,999 - wikidata12k_1n - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.49635, Head : 0.34454, Avg : 0.42044 + +2023-05-08 04:28:32,999 - wikidata12k_1n - [INFO] - [Epoch 85]: Training Loss: 0.00098889, Valid MRR: 0.42187, + + + +2023-05-08 04:28:33,642 - wikidata12k_1n - [INFO] - [E:86| 0]: Train Loss:0.0010286, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:29:36,450 - wikidata12k_1n - [INFO] - [E:86| 100]: Train Loss:0.00098531, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:30:39,238 - wikidata12k_1n - [INFO] - [E:86| 200]: Train Loss:0.00098431, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:31:42,021 - wikidata12k_1n - [INFO] - [E:86| 300]: Train Loss:0.00098518, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:32:44,820 - wikidata12k_1n - [INFO] - [E:86| 400]: Train Loss:0.0009857, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:33:47,602 - wikidata12k_1n - [INFO] - [E:86| 500]: Train Loss:0.00098602, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:34:50,337 - wikidata12k_1n - [INFO] - [E:86| 600]: Train Loss:0.00098639, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:35:53,223 - wikidata12k_1n - [INFO] - [E:86| 700]: Train Loss:0.00098661, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:36:56,006 - wikidata12k_1n - [INFO] - [E:86| 800]: Train Loss:0.00098653, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:37:58,744 - wikidata12k_1n - [INFO] - [E:86| 900]: Train Loss:0.00098688, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:39:01,476 - wikidata12k_1n - [INFO] - [E:86| 1000]: Train Loss:0.00098713, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:40:04,188 - wikidata12k_1n - [INFO] - [E:86| 1100]: Train Loss:0.0009874, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:41:06,912 - wikidata12k_1n - [INFO] - [E:86| 1200]: Train Loss:0.00098704, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:42:09,639 - wikidata12k_1n - [INFO] - [E:86| 1300]: Train Loss:0.000987, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:43:12,353 - wikidata12k_1n - [INFO] - [E:86| 1400]: Train Loss:0.0009878, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:44:15,164 - wikidata12k_1n - [INFO] - [E:86| 1500]: Train Loss:0.00098809, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:45:17,886 - wikidata12k_1n - [INFO] - [E:86| 1600]: Train Loss:0.00098823, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:45:58,853 - wikidata12k_1n - [INFO] - [Epoch:86]: Training Loss:0.0009884 + +2023-05-08 04:45:59,067 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 04:46:20,291 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 04:46:32,576 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 04:46:53,958 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 04:47:06,128 - wikidata12k_1n - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.49306, Head : 0.30029, Avg : 0.39668 + +2023-05-08 04:47:06,128 - wikidata12k_1n - [INFO] - [Epoch 86]: Training Loss: 0.00098839, Valid MRR: 0.42187, + + + +2023-05-08 04:47:06,772 - wikidata12k_1n - [INFO] - [E:87| 0]: Train Loss:0.00097866, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:48:09,517 - wikidata12k_1n - [INFO] - [E:87| 100]: Train Loss:0.00098732, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:49:12,284 - wikidata12k_1n - [INFO] - [E:87| 200]: Train Loss:0.00098449, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:50:15,136 - wikidata12k_1n - [INFO] - [E:87| 300]: Train Loss:0.00098434, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:51:17,943 - wikidata12k_1n - [INFO] - [E:87| 400]: Train Loss:0.00098499, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:52:20,720 - wikidata12k_1n - [INFO] - [E:87| 500]: Train Loss:0.00098473, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:53:23,582 - wikidata12k_1n - [INFO] - [E:87| 600]: Train Loss:0.00098498, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:54:26,353 - wikidata12k_1n - [INFO] - [E:87| 700]: Train Loss:0.00098499, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:55:29,173 - wikidata12k_1n - [INFO] - [E:87| 800]: Train Loss:0.0009857, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:56:31,939 - wikidata12k_1n - [INFO] - [E:87| 900]: Train Loss:0.0009859, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:57:34,724 - wikidata12k_1n - [INFO] - [E:87| 1000]: Train Loss:0.00098643, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:58:37,476 - wikidata12k_1n - [INFO] - [E:87| 1100]: Train Loss:0.0009866, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:59:40,201 - wikidata12k_1n - [INFO] - [E:87| 1200]: Train Loss:0.00098719, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:00:42,885 - wikidata12k_1n - [INFO] - [E:87| 1300]: Train Loss:0.00098724, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:01:45,692 - wikidata12k_1n - [INFO] - [E:87| 1400]: Train Loss:0.00098722, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:02:48,530 - wikidata12k_1n - [INFO] - [E:87| 1500]: Train Loss:0.00098729, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:03:51,355 - wikidata12k_1n - [INFO] - [E:87| 1600]: Train Loss:0.00098745, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:04:32,402 - wikidata12k_1n - [INFO] - [Epoch:87]: Training Loss:0.0009876 + +2023-05-08 05:04:32,617 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 05:04:53,848 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 05:05:06,141 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 05:05:27,555 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 05:05:39,734 - wikidata12k_1n - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.50072, Head : 0.28587, Avg : 0.3933 + +2023-05-08 05:05:39,734 - wikidata12k_1n - [INFO] - [Epoch 87]: Training Loss: 0.00098763, Valid MRR: 0.42187, + + + +2023-05-08 05:05:40,378 - wikidata12k_1n - [INFO] - [E:88| 0]: Train Loss:0.00096192, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:06:43,226 - wikidata12k_1n - [INFO] - [E:88| 100]: Train Loss:0.00098496, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:07:46,050 - wikidata12k_1n - [INFO] - [E:88| 200]: Train Loss:0.00098409, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:08:48,869 - wikidata12k_1n - [INFO] - [E:88| 300]: Train Loss:0.00098396, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:09:51,759 - wikidata12k_1n - [INFO] - [E:88| 400]: Train Loss:0.0009831, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:10:54,635 - wikidata12k_1n - [INFO] - [E:88| 500]: Train Loss:0.00098403, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:11:57,394 - wikidata12k_1n - [INFO] - [E:88| 600]: Train Loss:0.00098421, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:13:00,206 - wikidata12k_1n - [INFO] - [E:88| 700]: Train Loss:0.00098514, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:14:02,993 - wikidata12k_1n - [INFO] - [E:88| 800]: Train Loss:0.00098541, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:15:05,795 - wikidata12k_1n - [INFO] - [E:88| 900]: Train Loss:0.00098549, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:16:08,540 - wikidata12k_1n - [INFO] - [E:88| 1000]: Train Loss:0.0009856, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:17:11,289 - wikidata12k_1n - [INFO] - [E:88| 1100]: Train Loss:0.00098577, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:18:14,081 - wikidata12k_1n - [INFO] - [E:88| 1200]: Train Loss:0.00098597, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:19:16,982 - wikidata12k_1n - [INFO] - [E:88| 1300]: Train Loss:0.00098592, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:20:19,654 - wikidata12k_1n - [INFO] - [E:88| 1400]: Train Loss:0.00098623, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:21:22,456 - wikidata12k_1n - [INFO] - [E:88| 1500]: Train Loss:0.00098634, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:22:25,267 - wikidata12k_1n - [INFO] - [E:88| 1600]: Train Loss:0.00098652, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:23:06,348 - wikidata12k_1n - [INFO] - [Epoch:88]: Training Loss:0.0009867 + +2023-05-08 05:23:06,563 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 05:23:27,799 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 05:23:40,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 05:24:01,489 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 05:24:13,663 - wikidata12k_1n - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.48698, Head : 0.316, Avg : 0.40149 + +2023-05-08 05:24:13,663 - wikidata12k_1n - [INFO] - [Epoch 88]: Training Loss: 0.00098665, Valid MRR: 0.42187, + + + +2023-05-08 05:24:14,307 - wikidata12k_1n - [INFO] - [E:89| 0]: Train Loss:0.0010284, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:25:17,118 - wikidata12k_1n - [INFO] - [E:89| 100]: Train Loss:0.00098308, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:26:19,934 - wikidata12k_1n - [INFO] - [E:89| 200]: Train Loss:0.00098431, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:27:22,790 - wikidata12k_1n - [INFO] - [E:89| 300]: Train Loss:0.00098567, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:28:25,636 - wikidata12k_1n - [INFO] - [E:89| 400]: Train Loss:0.00098505, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:29:28,437 - wikidata12k_1n - [INFO] - [E:89| 500]: Train Loss:0.00098545, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:30:31,226 - wikidata12k_1n - [INFO] - [E:89| 600]: Train Loss:0.00098605, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:31:34,029 - wikidata12k_1n - [INFO] - [E:89| 700]: Train Loss:0.00098592, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:32:36,819 - wikidata12k_1n - [INFO] - [E:89| 800]: Train Loss:0.00098608, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:33:39,590 - wikidata12k_1n - [INFO] - [E:89| 900]: Train Loss:0.00098619, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:34:42,419 - wikidata12k_1n - [INFO] - [E:89| 1000]: Train Loss:0.00098638, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:35:45,183 - wikidata12k_1n - [INFO] - [E:89| 1100]: Train Loss:0.00098662, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:36:48,077 - wikidata12k_1n - [INFO] - [E:89| 1200]: Train Loss:0.00098642, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:37:50,782 - wikidata12k_1n - [INFO] - [E:89| 1300]: Train Loss:0.00098656, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:38:53,507 - wikidata12k_1n - [INFO] - [E:89| 1400]: Train Loss:0.00098666, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:39:56,236 - wikidata12k_1n - [INFO] - [E:89| 1500]: Train Loss:0.00098645, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:40:58,954 - wikidata12k_1n - [INFO] - [E:89| 1600]: Train Loss:0.00098669, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:41:39,973 - wikidata12k_1n - [INFO] - [Epoch:89]: Training Loss:0.0009865 + +2023-05-08 05:41:40,188 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 05:42:01,409 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 05:42:13,712 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 05:42:35,099 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 05:42:47,264 - wikidata12k_1n - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.49895, Head : 0.34796, Avg : 0.42346 + MR: Tail : 518.85, Head : 550.21, Avg : 534.53 + Hit-1: Tail : 0.40316, Head : 0.24965, Avg : 0.32641 + Hit-3: Tail : 0.55023, Head : 0.38712, Avg : 0.46868 + Hit-10: Tail : 0.6828, Head : 0.55409, Avg : 0.61844 +2023-05-08 05:42:48,231 - wikidata12k_1n - [INFO] - [Epoch 89]: Training Loss: 0.00098647, Valid MRR: 0.42346, + + + +2023-05-08 05:42:48,884 - wikidata12k_1n - [INFO] - [E:90| 0]: Train Loss:0.00097185, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:43:51,590 - wikidata12k_1n - [INFO] - [E:90| 100]: Train Loss:0.00098445, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:44:54,432 - wikidata12k_1n - [INFO] - [E:90| 200]: Train Loss:0.0009839, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:45:57,142 - wikidata12k_1n - [INFO] - [E:90| 300]: Train Loss:0.00098334, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:46:59,864 - wikidata12k_1n - [INFO] - [E:90| 400]: Train Loss:0.00098357, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:48:02,559 - wikidata12k_1n - [INFO] - [E:90| 500]: Train Loss:0.00098442, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:49:05,258 - wikidata12k_1n - [INFO] - [E:90| 600]: Train Loss:0.00098426, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:50:08,030 - wikidata12k_1n - [INFO] - [E:90| 700]: Train Loss:0.00098387, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:51:10,780 - wikidata12k_1n - [INFO] - [E:90| 800]: Train Loss:0.00098391, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:52:13,531 - wikidata12k_1n - [INFO] - [E:90| 900]: Train Loss:0.00098431, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:53:16,428 - wikidata12k_1n - [INFO] - [E:90| 1000]: Train Loss:0.00098413, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:54:19,163 - wikidata12k_1n - [INFO] - [E:90| 1100]: Train Loss:0.00098397, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:55:21,903 - wikidata12k_1n - [INFO] - [E:90| 1200]: Train Loss:0.00098454, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:56:24,618 - wikidata12k_1n - [INFO] - [E:90| 1300]: Train Loss:0.00098494, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:57:27,366 - wikidata12k_1n - [INFO] - [E:90| 1400]: Train Loss:0.00098512, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:58:30,081 - wikidata12k_1n - [INFO] - [E:90| 1500]: Train Loss:0.00098502, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:59:32,819 - wikidata12k_1n - [INFO] - [E:90| 1600]: Train Loss:0.00098508, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:00:13,812 - wikidata12k_1n - [INFO] - [Epoch:90]: Training Loss:0.0009851 + +2023-05-08 06:00:14,027 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 06:00:35,243 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 06:00:47,528 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 06:01:08,908 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 06:01:21,072 - wikidata12k_1n - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.49739, Head : 0.33575, Avg : 0.41657 + +2023-05-08 06:01:21,073 - wikidata12k_1n - [INFO] - [Epoch 90]: Training Loss: 0.00098506, Valid MRR: 0.42346, + + + +2023-05-08 06:01:21,714 - wikidata12k_1n - [INFO] - [E:91| 0]: Train Loss:0.00098488, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:02:24,678 - wikidata12k_1n - [INFO] - [E:91| 100]: Train Loss:0.0009824, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:03:27,466 - wikidata12k_1n - [INFO] - [E:91| 200]: Train Loss:0.00098425, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:04:30,318 - wikidata12k_1n - [INFO] - [E:91| 300]: Train Loss:0.00098283, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:05:33,055 - wikidata12k_1n - [INFO] - [E:91| 400]: Train Loss:0.00098259, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:06:35,867 - wikidata12k_1n - [INFO] - [E:91| 500]: Train Loss:0.00098282, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:07:38,923 - wikidata12k_1n - [INFO] - [E:91| 600]: Train Loss:0.00098325, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:08:41,853 - wikidata12k_1n - [INFO] - [E:91| 700]: Train Loss:0.00098348, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:09:44,734 - wikidata12k_1n - [INFO] - [E:91| 800]: Train Loss:0.00098357, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:10:47,540 - wikidata12k_1n - [INFO] - [E:91| 900]: Train Loss:0.00098352, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:11:50,294 - wikidata12k_1n - [INFO] - [E:91| 1000]: Train Loss:0.00098374, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:12:53,087 - wikidata12k_1n - [INFO] - [E:91| 1100]: Train Loss:0.0009835, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:13:55,921 - wikidata12k_1n - [INFO] - [E:91| 1200]: Train Loss:0.00098348, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:14:58,746 - wikidata12k_1n - [INFO] - [E:91| 1300]: Train Loss:0.00098354, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:16:01,635 - wikidata12k_1n - [INFO] - [E:91| 1400]: Train Loss:0.00098389, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:17:04,444 - wikidata12k_1n - [INFO] - [E:91| 1500]: Train Loss:0.00098389, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:18:07,234 - wikidata12k_1n - [INFO] - [E:91| 1600]: Train Loss:0.00098401, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:18:48,272 - wikidata12k_1n - [INFO] - [Epoch:91]: Training Loss:0.0009841 + +2023-05-08 06:18:48,488 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 06:19:09,758 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 06:19:22,135 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 06:19:43,566 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 06:19:55,738 - wikidata12k_1n - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.49456, Head : 0.31559, Avg : 0.40508 + +2023-05-08 06:19:55,738 - wikidata12k_1n - [INFO] - [Epoch 91]: Training Loss: 0.00098408, Valid MRR: 0.42346, + + + +2023-05-08 06:19:56,381 - wikidata12k_1n - [INFO] - [E:92| 0]: Train Loss:0.00096741, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:20:59,195 - wikidata12k_1n - [INFO] - [E:92| 100]: Train Loss:0.00097816, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:22:01,946 - wikidata12k_1n - [INFO] - [E:92| 200]: Train Loss:0.0009813, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:23:04,700 - wikidata12k_1n - [INFO] - [E:92| 300]: Train Loss:0.0009804, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:24:07,420 - wikidata12k_1n - [INFO] - [E:92| 400]: Train Loss:0.00098022, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:25:10,124 - wikidata12k_1n - [INFO] - [E:92| 500]: Train Loss:0.00098182, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:26:12,842 - wikidata12k_1n - [INFO] - [E:92| 600]: Train Loss:0.00098127, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:27:15,550 - wikidata12k_1n - [INFO] - [E:92| 700]: Train Loss:0.00098101, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:28:18,335 - wikidata12k_1n - [INFO] - [E:92| 800]: Train Loss:0.00098149, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:29:21,030 - wikidata12k_1n - [INFO] - [E:92| 900]: Train Loss:0.000982, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:30:23,739 - wikidata12k_1n - [INFO] - [E:92| 1000]: Train Loss:0.00098195, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:31:26,452 - wikidata12k_1n - [INFO] - [E:92| 1100]: Train Loss:0.00098248, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:32:29,145 - wikidata12k_1n - [INFO] - [E:92| 1200]: Train Loss:0.00098241, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:33:31,859 - wikidata12k_1n - [INFO] - [E:92| 1300]: Train Loss:0.00098276, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:34:34,553 - wikidata12k_1n - [INFO] - [E:92| 1400]: Train Loss:0.00098318, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:35:37,258 - wikidata12k_1n - [INFO] - [E:92| 1500]: Train Loss:0.00098331, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:36:40,113 - wikidata12k_1n - [INFO] - [E:92| 1600]: Train Loss:0.0009833, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:37:21,180 - wikidata12k_1n - [INFO] - [Epoch:92]: Training Loss:0.0009835 + +2023-05-08 06:37:21,399 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 06:37:42,640 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 06:37:54,945 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 06:38:16,394 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 06:38:28,561 - wikidata12k_1n - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.49716, Head : 0.29462, Avg : 0.39589 + +2023-05-08 06:38:28,562 - wikidata12k_1n - [INFO] - [Epoch 92]: Training Loss: 0.00098345, Valid MRR: 0.42346, + + + +2023-05-08 06:38:29,213 - wikidata12k_1n - [INFO] - [E:93| 0]: Train Loss:0.00099525, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:39:32,154 - wikidata12k_1n - [INFO] - [E:93| 100]: Train Loss:0.00097969, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:40:35,041 - wikidata12k_1n - [INFO] - [E:93| 200]: Train Loss:0.000978, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:41:37,885 - wikidata12k_1n - [INFO] - [E:93| 300]: Train Loss:0.00097845, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:42:40,701 - wikidata12k_1n - [INFO] - [E:93| 400]: Train Loss:0.00097859, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:43:43,500 - wikidata12k_1n - [INFO] - [E:93| 500]: Train Loss:0.00097914, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:44:46,273 - wikidata12k_1n - [INFO] - [E:93| 600]: Train Loss:0.0009799, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:45:49,148 - wikidata12k_1n - [INFO] - [E:93| 700]: Train Loss:0.0009808, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:46:51,928 - wikidata12k_1n - [INFO] - [E:93| 800]: Train Loss:0.00098105, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:47:54,657 - wikidata12k_1n - [INFO] - [E:93| 900]: Train Loss:0.00098176, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:48:57,385 - wikidata12k_1n - [INFO] - [E:93| 1000]: Train Loss:0.00098186, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:50:00,100 - wikidata12k_1n - [INFO] - [E:93| 1100]: Train Loss:0.00098194, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:51:02,806 - wikidata12k_1n - [INFO] - [E:93| 1200]: Train Loss:0.00098183, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:52:05,533 - wikidata12k_1n - [INFO] - [E:93| 1300]: Train Loss:0.00098215, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:53:08,294 - wikidata12k_1n - [INFO] - [E:93| 1400]: Train Loss:0.00098238, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:54:11,084 - wikidata12k_1n - [INFO] - [E:93| 1500]: Train Loss:0.00098257, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:55:13,862 - wikidata12k_1n - [INFO] - [E:93| 1600]: Train Loss:0.00098268, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:55:54,922 - wikidata12k_1n - [INFO] - [Epoch:93]: Training Loss:0.0009831 + +2023-05-08 06:55:55,137 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 06:56:16,384 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 06:56:28,681 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 06:56:50,095 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 06:57:02,270 - wikidata12k_1n - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.49276, Head : 0.33203, Avg : 0.4124 + +2023-05-08 06:57:02,270 - wikidata12k_1n - [INFO] - [Epoch 93]: Training Loss: 0.00098306, Valid MRR: 0.42346, + + + +2023-05-08 06:57:02,915 - wikidata12k_1n - [INFO] - [E:94| 0]: Train Loss:0.00097119, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:58:05,756 - wikidata12k_1n - [INFO] - [E:94| 100]: Train Loss:0.00098009, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:59:08,596 - wikidata12k_1n - [INFO] - [E:94| 200]: Train Loss:0.00098142, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:00:11,430 - wikidata12k_1n - [INFO] - [E:94| 300]: Train Loss:0.00098033, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:01:14,162 - wikidata12k_1n - [INFO] - [E:94| 400]: Train Loss:0.00097981, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:02:16,856 - wikidata12k_1n - [INFO] - [E:94| 500]: Train Loss:0.00098029, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:03:19,631 - wikidata12k_1n - [INFO] - [E:94| 600]: Train Loss:0.00098106, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:04:22,359 - wikidata12k_1n - [INFO] - [E:94| 700]: Train Loss:0.0009805, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:05:25,102 - wikidata12k_1n - [INFO] - [E:94| 800]: Train Loss:0.00098032, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:06:27,831 - wikidata12k_1n - [INFO] - [E:94| 900]: Train Loss:0.00098045, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:07:30,538 - wikidata12k_1n - [INFO] - [E:94| 1000]: Train Loss:0.00098104, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:08:33,266 - wikidata12k_1n - [INFO] - [E:94| 1100]: Train Loss:0.00098134, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:09:36,007 - wikidata12k_1n - [INFO] - [E:94| 1200]: Train Loss:0.00098144, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:10:38,791 - wikidata12k_1n - [INFO] - [E:94| 1300]: Train Loss:0.00098146, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:11:41,624 - wikidata12k_1n - [INFO] - [E:94| 1400]: Train Loss:0.00098133, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:12:44,380 - wikidata12k_1n - [INFO] - [E:94| 1500]: Train Loss:0.0009816, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:13:47,156 - wikidata12k_1n - [INFO] - [E:94| 1600]: Train Loss:0.00098188, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:14:28,170 - wikidata12k_1n - [INFO] - [Epoch:94]: Training Loss:0.000982 + +2023-05-08 07:14:28,385 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 07:14:49,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 07:15:01,904 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 07:15:23,290 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 07:15:35,460 - wikidata12k_1n - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.49312, Head : 0.30265, Avg : 0.39788 + +2023-05-08 07:15:35,460 - wikidata12k_1n - [INFO] - [Epoch 94]: Training Loss: 0.000982, Valid MRR: 0.42346, + + + +2023-05-08 07:15:36,103 - wikidata12k_1n - [INFO] - [E:95| 0]: Train Loss:0.00099331, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:16:38,818 - wikidata12k_1n - [INFO] - [E:95| 100]: Train Loss:0.00097611, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:17:41,575 - wikidata12k_1n - [INFO] - [E:95| 200]: Train Loss:0.00097819, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:18:44,302 - wikidata12k_1n - [INFO] - [E:95| 300]: Train Loss:0.00097805, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:19:47,054 - wikidata12k_1n - [INFO] - [E:95| 400]: Train Loss:0.00097698, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:20:49,830 - wikidata12k_1n - [INFO] - [E:95| 500]: Train Loss:0.00097791, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:21:52,636 - wikidata12k_1n - [INFO] - [E:95| 600]: Train Loss:0.00097835, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:22:55,404 - wikidata12k_1n - [INFO] - [E:95| 700]: Train Loss:0.0009784, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:23:58,173 - wikidata12k_1n - [INFO] - [E:95| 800]: Train Loss:0.00097887, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:25:00,955 - wikidata12k_1n - [INFO] - [E:95| 900]: Train Loss:0.00097906, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:26:03,746 - wikidata12k_1n - [INFO] - [E:95| 1000]: Train Loss:0.00097957, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:27:06,534 - wikidata12k_1n - [INFO] - [E:95| 1100]: Train Loss:0.00098065, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:28:09,330 - wikidata12k_1n - [INFO] - [E:95| 1200]: Train Loss:0.00098092, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:29:12,116 - wikidata12k_1n - [INFO] - [E:95| 1300]: Train Loss:0.00098061, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:30:14,811 - wikidata12k_1n - [INFO] - [E:95| 1400]: Train Loss:0.00098092, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:31:17,660 - wikidata12k_1n - [INFO] - [E:95| 1500]: Train Loss:0.00098088, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:32:20,441 - wikidata12k_1n - [INFO] - [E:95| 1600]: Train Loss:0.00098128, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:33:01,497 - wikidata12k_1n - [INFO] - [Epoch:95]: Training Loss:0.0009814 + +2023-05-08 07:33:01,713 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 07:33:22,938 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 07:33:35,227 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 07:33:56,618 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 07:34:08,801 - wikidata12k_1n - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.4924, Head : 0.30634, Avg : 0.39937 + +2023-05-08 07:34:08,801 - wikidata12k_1n - [INFO] - [Epoch 95]: Training Loss: 0.00098142, Valid MRR: 0.42346, + + + +2023-05-08 07:34:09,444 - wikidata12k_1n - [INFO] - [E:96| 0]: Train Loss:0.00098143, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:35:12,226 - wikidata12k_1n - [INFO] - [E:96| 100]: Train Loss:0.00097989, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:36:15,006 - wikidata12k_1n - [INFO] - [E:96| 200]: Train Loss:0.00097768, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:37:17,873 - wikidata12k_1n - [INFO] - [E:96| 300]: Train Loss:0.00097695, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:38:20,641 - wikidata12k_1n - [INFO] - [E:96| 400]: Train Loss:0.00097861, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:39:23,400 - wikidata12k_1n - [INFO] - [E:96| 500]: Train Loss:0.00097794, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:40:26,179 - wikidata12k_1n - [INFO] - [E:96| 600]: Train Loss:0.00097911, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:41:29,012 - wikidata12k_1n - [INFO] - [E:96| 700]: Train Loss:0.00097926, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:42:31,875 - wikidata12k_1n - [INFO] - [E:96| 800]: Train Loss:0.00097936, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:43:34,710 - wikidata12k_1n - [INFO] - [E:96| 900]: Train Loss:0.00097966, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:44:37,679 - wikidata12k_1n - [INFO] - [E:96| 1000]: Train Loss:0.00097942, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:45:40,426 - wikidata12k_1n - [INFO] - [E:96| 1100]: Train Loss:0.0009798, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:46:43,369 - wikidata12k_1n - [INFO] - [E:96| 1200]: Train Loss:0.00097975, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:47:46,212 - wikidata12k_1n - [INFO] - [E:96| 1300]: Train Loss:0.00097996, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:48:48,982 - wikidata12k_1n - [INFO] - [E:96| 1400]: Train Loss:0.00097998, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:49:51,691 - wikidata12k_1n - [INFO] - [E:96| 1500]: Train Loss:0.00098009, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:50:54,425 - wikidata12k_1n - [INFO] - [E:96| 1600]: Train Loss:0.00098016, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:51:35,388 - wikidata12k_1n - [INFO] - [Epoch:96]: Training Loss:0.0009803 + +2023-05-08 07:51:35,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 07:51:56,832 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 07:52:09,124 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 07:52:30,512 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 07:52:42,680 - wikidata12k_1n - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.49958, Head : 0.30036, Avg : 0.39997 + +2023-05-08 07:52:42,680 - wikidata12k_1n - [INFO] - [Epoch 96]: Training Loss: 0.00098034, Valid MRR: 0.42346, + + + +2023-05-08 07:52:43,320 - wikidata12k_1n - [INFO] - [E:97| 0]: Train Loss:0.0010021, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:53:46,188 - wikidata12k_1n - [INFO] - [E:97| 100]: Train Loss:0.00097486, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:54:49,046 - wikidata12k_1n - [INFO] - [E:97| 200]: Train Loss:0.00097683, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:55:51,905 - wikidata12k_1n - [INFO] - [E:97| 300]: Train Loss:0.00097792, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:56:54,767 - wikidata12k_1n - [INFO] - [E:97| 400]: Train Loss:0.00097773, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:57:57,593 - wikidata12k_1n - [INFO] - [E:97| 500]: Train Loss:0.00097786, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:59:00,432 - wikidata12k_1n - [INFO] - [E:97| 600]: Train Loss:0.00097783, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:00:03,268 - wikidata12k_1n - [INFO] - [E:97| 700]: Train Loss:0.00097774, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:01:06,120 - wikidata12k_1n - [INFO] - [E:97| 800]: Train Loss:0.0009781, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:02:08,948 - wikidata12k_1n - [INFO] - [E:97| 900]: Train Loss:0.00097803, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:03:11,876 - wikidata12k_1n - [INFO] - [E:97| 1000]: Train Loss:0.00097806, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:04:14,728 - wikidata12k_1n - [INFO] - [E:97| 1100]: Train Loss:0.00097782, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:05:17,526 - wikidata12k_1n - [INFO] - [E:97| 1200]: Train Loss:0.00097839, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:06:20,305 - wikidata12k_1n - [INFO] - [E:97| 1300]: Train Loss:0.00097847, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:07:23,120 - wikidata12k_1n - [INFO] - [E:97| 1400]: Train Loss:0.00097882, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:08:25,853 - wikidata12k_1n - [INFO] - [E:97| 1500]: Train Loss:0.00097912, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:09:28,603 - wikidata12k_1n - [INFO] - [E:97| 1600]: Train Loss:0.00097955, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:10:09,609 - wikidata12k_1n - [INFO] - [Epoch:97]: Training Loss:0.0009797 + +2023-05-08 08:10:09,825 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 08:10:31,055 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 08:10:43,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 08:11:04,754 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 08:11:16,917 - wikidata12k_1n - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.48923, Head : 0.34274, Avg : 0.41598 + +2023-05-08 08:11:16,917 - wikidata12k_1n - [INFO] - [Epoch 97]: Training Loss: 0.0009797, Valid MRR: 0.42346, + + + +2023-05-08 08:11:17,561 - wikidata12k_1n - [INFO] - [E:98| 0]: Train Loss:0.00098626, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:12:20,535 - wikidata12k_1n - [INFO] - [E:98| 100]: Train Loss:0.00097282, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:13:23,438 - wikidata12k_1n - [INFO] - [E:98| 200]: Train Loss:0.00097558, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:14:26,340 - wikidata12k_1n - [INFO] - [E:98| 300]: Train Loss:0.00097557, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:15:29,217 - wikidata12k_1n - [INFO] - [E:98| 400]: Train Loss:0.00097593, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:16:32,109 - wikidata12k_1n - [INFO] - [E:98| 500]: Train Loss:0.00097677, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:17:35,020 - wikidata12k_1n - [INFO] - [E:98| 600]: Train Loss:0.00097683, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:18:37,869 - wikidata12k_1n - [INFO] - [E:98| 700]: Train Loss:0.00097669, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:19:40,751 - wikidata12k_1n - [INFO] - [E:98| 800]: Train Loss:0.00097698, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:20:43,794 - wikidata12k_1n - [INFO] - [E:98| 900]: Train Loss:0.00097733, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:21:46,640 - wikidata12k_1n - [INFO] - [E:98| 1000]: Train Loss:0.00097772, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:22:49,472 - wikidata12k_1n - [INFO] - [E:98| 1100]: Train Loss:0.00097764, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:23:52,296 - wikidata12k_1n - [INFO] - [E:98| 1200]: Train Loss:0.00097822, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:24:55,149 - wikidata12k_1n - [INFO] - [E:98| 1300]: Train Loss:0.00097854, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:25:57,982 - wikidata12k_1n - [INFO] - [E:98| 1400]: Train Loss:0.00097884, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:27:00,807 - wikidata12k_1n - [INFO] - [E:98| 1500]: Train Loss:0.00097863, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:28:03,642 - wikidata12k_1n - [INFO] - [E:98| 1600]: Train Loss:0.00097884, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:28:44,647 - wikidata12k_1n - [INFO] - [Epoch:98]: Training Loss:0.0009789 + +2023-05-08 08:28:44,862 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 08:29:06,120 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 08:29:18,463 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 08:29:39,884 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 08:29:52,050 - wikidata12k_1n - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.49623, Head : 0.29068, Avg : 0.39346 + +2023-05-08 08:29:52,050 - wikidata12k_1n - [INFO] - [Epoch 98]: Training Loss: 0.00097889, Valid MRR: 0.42346, + + + +2023-05-08 08:29:52,691 - wikidata12k_1n - [INFO] - [E:99| 0]: Train Loss:0.00097209, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:30:55,470 - wikidata12k_1n - [INFO] - [E:99| 100]: Train Loss:0.00098269, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:31:58,243 - wikidata12k_1n - [INFO] - [E:99| 200]: Train Loss:0.00097806, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:33:01,030 - wikidata12k_1n - [INFO] - [E:99| 300]: Train Loss:0.0009783, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:34:03,778 - wikidata12k_1n - [INFO] - [E:99| 400]: Train Loss:0.00097868, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:35:06,531 - wikidata12k_1n - [INFO] - [E:99| 500]: Train Loss:0.00097761, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:36:09,283 - wikidata12k_1n - [INFO] - [E:99| 600]: Train Loss:0.00097818, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:37:12,089 - wikidata12k_1n - [INFO] - [E:99| 700]: Train Loss:0.0009781, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:38:15,057 - wikidata12k_1n - [INFO] - [E:99| 800]: Train Loss:0.00097847, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:39:17,828 - wikidata12k_1n - [INFO] - [E:99| 900]: Train Loss:0.00097888, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:40:20,704 - wikidata12k_1n - [INFO] - [E:99| 1000]: Train Loss:0.00097923, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:41:23,601 - wikidata12k_1n - [INFO] - [E:99| 1100]: Train Loss:0.00097902, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:42:26,489 - wikidata12k_1n - [INFO] - [E:99| 1200]: Train Loss:0.00097923, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:43:29,352 - wikidata12k_1n - [INFO] - [E:99| 1300]: Train Loss:0.00097922, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:44:32,195 - wikidata12k_1n - [INFO] - [E:99| 1400]: Train Loss:0.00097895, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:45:35,019 - wikidata12k_1n - [INFO] - [E:99| 1500]: Train Loss:0.00097896, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:46:37,933 - wikidata12k_1n - [INFO] - [E:99| 1600]: Train Loss:0.00097901, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:47:19,069 - wikidata12k_1n - [INFO] - [Epoch:99]: Training Loss:0.0009789 + +2023-05-08 08:47:19,285 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 08:47:40,531 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 08:47:52,843 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 08:48:14,271 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 08:48:26,452 - wikidata12k_1n - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.50416, Head : 0.29836, Avg : 0.40126 + MR: Tail : 551.45, Head : 588.6, Avg : 570.03 + Hit-1: Tail : 0.41286, Head : 0.1874, Avg : 0.30013 + Hit-3: Tail : 0.55463, Head : 0.33962, Avg : 0.44712 + Hit-10: Tail : 0.67701, Head : 0.54696, Avg : 0.61199 +2023-05-08 08:48:26,452 - wikidata12k_1n - [INFO] - [Epoch 99]: Training Loss: 0.0009789, Valid MRR: 0.42346, + + + +2023-05-08 08:48:27,096 - wikidata12k_1n - [INFO] - [E:100| 0]: Train Loss:0.00098344, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:49:29,998 - wikidata12k_1n - [INFO] - [E:100| 100]: Train Loss:0.00097964, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:50:32,910 - wikidata12k_1n - [INFO] - [E:100| 200]: Train Loss:0.00097877, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:51:35,773 - wikidata12k_1n - [INFO] - [E:100| 300]: Train Loss:0.00097823, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:52:38,668 - wikidata12k_1n - [INFO] - [E:100| 400]: Train Loss:0.0009784, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:53:41,555 - wikidata12k_1n - [INFO] - [E:100| 500]: Train Loss:0.00097772, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:54:44,439 - wikidata12k_1n - [INFO] - [E:100| 600]: Train Loss:0.00097793, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:55:47,351 - wikidata12k_1n - [INFO] - [E:100| 700]: Train Loss:0.00097797, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:56:50,174 - wikidata12k_1n - [INFO] - [E:100| 800]: Train Loss:0.00097774, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:57:53,050 - wikidata12k_1n - [INFO] - [E:100| 900]: Train Loss:0.00097726, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:58:55,893 - wikidata12k_1n - [INFO] - [E:100| 1000]: Train Loss:0.00097729, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:59:58,707 - wikidata12k_1n - [INFO] - [E:100| 1100]: Train Loss:0.00097801, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:01:01,532 - wikidata12k_1n - [INFO] - [E:100| 1200]: Train Loss:0.00097781, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:02:04,365 - wikidata12k_1n - [INFO] - [E:100| 1300]: Train Loss:0.00097805, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:03:07,152 - wikidata12k_1n - [INFO] - [E:100| 1400]: Train Loss:0.00097788, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:04:10,091 - wikidata12k_1n - [INFO] - [E:100| 1500]: Train Loss:0.00097776, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:05:13,001 - wikidata12k_1n - [INFO] - [E:100| 1600]: Train Loss:0.00097773, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:05:54,121 - wikidata12k_1n - [INFO] - [Epoch:100]: Training Loss:0.0009777 + +2023-05-08 09:05:54,336 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 09:06:15,589 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 09:06:27,887 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 09:06:49,306 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 09:07:01,498 - wikidata12k_1n - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.50035, Head : 0.30273, Avg : 0.40154 + +2023-05-08 09:07:01,498 - wikidata12k_1n - [INFO] - [Epoch 100]: Training Loss: 0.00097774, Valid MRR: 0.42346, + + + +2023-05-08 09:07:02,144 - wikidata12k_1n - [INFO] - [E:101| 0]: Train Loss:0.00097466, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:08:05,037 - wikidata12k_1n - [INFO] - [E:101| 100]: Train Loss:0.00097654, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:09:07,899 - wikidata12k_1n - [INFO] - [E:101| 200]: Train Loss:0.00097606, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:10:10,743 - wikidata12k_1n - [INFO] - [E:101| 300]: Train Loss:0.00097608, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:11:13,555 - wikidata12k_1n - [INFO] - [E:101| 400]: Train Loss:0.00097544, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:12:16,361 - wikidata12k_1n - [INFO] - [E:101| 500]: Train Loss:0.00097531, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:13:19,183 - wikidata12k_1n - [INFO] - [E:101| 600]: Train Loss:0.00097601, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:14:21,967 - wikidata12k_1n - [INFO] - [E:101| 700]: Train Loss:0.00097563, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:15:24,727 - wikidata12k_1n - [INFO] - [E:101| 800]: Train Loss:0.00097546, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:16:27,515 - wikidata12k_1n - [INFO] - [E:101| 900]: Train Loss:0.00097509, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:17:30,252 - wikidata12k_1n - [INFO] - [E:101| 1000]: Train Loss:0.00097524, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:18:33,000 - wikidata12k_1n - [INFO] - [E:101| 1100]: Train Loss:0.00097578, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:19:35,769 - wikidata12k_1n - [INFO] - [E:101| 1200]: Train Loss:0.00097607, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:20:38,525 - wikidata12k_1n - [INFO] - [E:101| 1300]: Train Loss:0.0009762, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:21:41,274 - wikidata12k_1n - [INFO] - [E:101| 1400]: Train Loss:0.00097648, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:22:43,970 - wikidata12k_1n - [INFO] - [E:101| 1500]: Train Loss:0.00097637, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:23:46,669 - wikidata12k_1n - [INFO] - [E:101| 1600]: Train Loss:0.00097663, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:24:27,617 - wikidata12k_1n - [INFO] - [Epoch:101]: Training Loss:0.0009765 + +2023-05-08 09:24:27,833 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 09:24:49,041 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 09:25:01,326 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 09:25:22,689 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 09:25:34,842 - wikidata12k_1n - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.49708, Head : 0.32285, Avg : 0.40996 + +2023-05-08 09:25:34,842 - wikidata12k_1n - [INFO] - [Epoch 101]: Training Loss: 0.00097653, Valid MRR: 0.42346, + + + +2023-05-08 09:25:35,484 - wikidata12k_1n - [INFO] - [E:102| 0]: Train Loss:0.0010023, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:26:38,169 - wikidata12k_1n - [INFO] - [E:102| 100]: Train Loss:0.00097897, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:27:40,864 - wikidata12k_1n - [INFO] - [E:102| 200]: Train Loss:0.00097663, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:28:43,545 - wikidata12k_1n - [INFO] - [E:102| 300]: Train Loss:0.00097736, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:29:46,289 - wikidata12k_1n - [INFO] - [E:102| 400]: Train Loss:0.00097684, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:30:49,122 - wikidata12k_1n - [INFO] - [E:102| 500]: Train Loss:0.00097658, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:31:51,935 - wikidata12k_1n - [INFO] - [E:102| 600]: Train Loss:0.00097665, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:32:54,778 - wikidata12k_1n - [INFO] - [E:102| 700]: Train Loss:0.00097572, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:33:57,587 - wikidata12k_1n - [INFO] - [E:102| 800]: Train Loss:0.0009756, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:35:00,391 - wikidata12k_1n - [INFO] - [E:102| 900]: Train Loss:0.00097563, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:36:03,204 - wikidata12k_1n - [INFO] - [E:102| 1000]: Train Loss:0.00097623, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:37:05,949 - wikidata12k_1n - [INFO] - [E:102| 1100]: Train Loss:0.00097629, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:38:08,726 - wikidata12k_1n - [INFO] - [E:102| 1200]: Train Loss:0.0009765, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:39:11,588 - wikidata12k_1n - [INFO] - [E:102| 1300]: Train Loss:0.00097659, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:40:14,375 - wikidata12k_1n - [INFO] - [E:102| 1400]: Train Loss:0.00097657, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:41:17,188 - wikidata12k_1n - [INFO] - [E:102| 1500]: Train Loss:0.00097626, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:42:20,007 - wikidata12k_1n - [INFO] - [E:102| 1600]: Train Loss:0.00097622, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:43:01,052 - wikidata12k_1n - [INFO] - [Epoch:102]: Training Loss:0.0009761 + +2023-05-08 09:43:01,267 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 09:43:22,492 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 09:43:34,789 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 09:43:56,200 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 09:44:08,369 - wikidata12k_1n - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.49212, Head : 0.29787, Avg : 0.395 + +2023-05-08 09:44:08,369 - wikidata12k_1n - [INFO] - [Epoch 102]: Training Loss: 0.00097611, Valid MRR: 0.42346, + + + +2023-05-08 09:44:09,012 - wikidata12k_1n - [INFO] - [E:103| 0]: Train Loss:0.00094515, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:45:11,810 - wikidata12k_1n - [INFO] - [E:103| 100]: Train Loss:0.00097326, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:46:14,621 - wikidata12k_1n - [INFO] - [E:103| 200]: Train Loss:0.0009744, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:47:17,527 - wikidata12k_1n - [INFO] - [E:103| 300]: Train Loss:0.00097382, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:48:20,241 - wikidata12k_1n - [INFO] - [E:103| 400]: Train Loss:0.00097381, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:49:22,936 - wikidata12k_1n - [INFO] - [E:103| 500]: Train Loss:0.00097356, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:50:25,627 - wikidata12k_1n - [INFO] - [E:103| 600]: Train Loss:0.00097381, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:51:28,345 - wikidata12k_1n - [INFO] - [E:103| 700]: Train Loss:0.00097348, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:52:31,070 - wikidata12k_1n - [INFO] - [E:103| 800]: Train Loss:0.00097336, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:53:33,775 - wikidata12k_1n - [INFO] - [E:103| 900]: Train Loss:0.00097389, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:54:36,497 - wikidata12k_1n - [INFO] - [E:103| 1000]: Train Loss:0.00097398, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:55:39,256 - wikidata12k_1n - [INFO] - [E:103| 1100]: Train Loss:0.00097424, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:56:41,969 - wikidata12k_1n - [INFO] - [E:103| 1200]: Train Loss:0.0009746, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:57:44,672 - wikidata12k_1n - [INFO] - [E:103| 1300]: Train Loss:0.00097508, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:58:47,362 - wikidata12k_1n - [INFO] - [E:103| 1400]: Train Loss:0.00097511, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:59:50,083 - wikidata12k_1n - [INFO] - [E:103| 1500]: Train Loss:0.00097489, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:00:52,786 - wikidata12k_1n - [INFO] - [E:103| 1600]: Train Loss:0.00097493, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:01:33,730 - wikidata12k_1n - [INFO] - [Epoch:103]: Training Loss:0.000975 + +2023-05-08 10:01:33,944 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 10:01:55,157 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 10:02:07,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 10:02:28,808 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 10:02:40,960 - wikidata12k_1n - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.49401, Head : 0.28425, Avg : 0.38913 + +2023-05-08 10:02:40,960 - wikidata12k_1n - [INFO] - [Epoch 103]: Training Loss: 0.00097498, Valid MRR: 0.42346, + + + +2023-05-08 10:02:41,600 - wikidata12k_1n - [INFO] - [E:104| 0]: Train Loss:0.00096483, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:03:44,328 - wikidata12k_1n - [INFO] - [E:104| 100]: Train Loss:0.0009697, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:04:47,070 - wikidata12k_1n - [INFO] - [E:104| 200]: Train Loss:0.00097223, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:05:49,776 - wikidata12k_1n - [INFO] - [E:104| 300]: Train Loss:0.00097391, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:06:52,441 - wikidata12k_1n - [INFO] - [E:104| 400]: Train Loss:0.00097418, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:07:55,143 - wikidata12k_1n - [INFO] - [E:104| 500]: Train Loss:0.00097481, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:08:57,862 - wikidata12k_1n - [INFO] - [E:104| 600]: Train Loss:0.00097499, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:10:00,663 - wikidata12k_1n - [INFO] - [E:104| 700]: Train Loss:0.00097485, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:11:03,513 - wikidata12k_1n - [INFO] - [E:104| 800]: Train Loss:0.00097451, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:12:06,286 - wikidata12k_1n - [INFO] - [E:104| 900]: Train Loss:0.00097446, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:13:09,058 - wikidata12k_1n - [INFO] - [E:104| 1000]: Train Loss:0.00097468, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:14:11,816 - wikidata12k_1n - [INFO] - [E:104| 1100]: Train Loss:0.00097474, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:15:14,512 - wikidata12k_1n - [INFO] - [E:104| 1200]: Train Loss:0.0009746, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:16:17,220 - wikidata12k_1n - [INFO] - [E:104| 1300]: Train Loss:0.00097469, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:17:19,921 - wikidata12k_1n - [INFO] - [E:104| 1400]: Train Loss:0.00097497, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:18:22,642 - wikidata12k_1n - [INFO] - [E:104| 1500]: Train Loss:0.00097506, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:19:25,408 - wikidata12k_1n - [INFO] - [E:104| 1600]: Train Loss:0.00097504, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:20:06,428 - wikidata12k_1n - [INFO] - [Epoch:104]: Training Loss:0.0009749 + +2023-05-08 10:20:06,642 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 10:20:27,861 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 10:20:40,150 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 10:21:01,547 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 10:21:13,705 - wikidata12k_1n - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.49494, Head : 0.29429, Avg : 0.39461 + +2023-05-08 10:21:13,705 - wikidata12k_1n - [INFO] - [Epoch 104]: Training Loss: 0.00097489, Valid MRR: 0.42346, + + + +2023-05-08 10:21:14,346 - wikidata12k_1n - [INFO] - [E:105| 0]: Train Loss:0.00096601, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:22:17,204 - wikidata12k_1n - [INFO] - [E:105| 100]: Train Loss:0.00097418, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:23:19,984 - wikidata12k_1n - [INFO] - [E:105| 200]: Train Loss:0.00097413, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:24:22,740 - wikidata12k_1n - [INFO] - [E:105| 300]: Train Loss:0.00097495, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:25:25,422 - wikidata12k_1n - [INFO] - [E:105| 400]: Train Loss:0.00097463, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:26:28,124 - wikidata12k_1n - [INFO] - [E:105| 500]: Train Loss:0.00097386, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:27:30,775 - wikidata12k_1n - [INFO] - [E:105| 600]: Train Loss:0.00097431, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:28:33,445 - wikidata12k_1n - [INFO] - [E:105| 700]: Train Loss:0.00097405, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:29:36,120 - wikidata12k_1n - [INFO] - [E:105| 800]: Train Loss:0.00097413, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:30:38,868 - wikidata12k_1n - [INFO] - [E:105| 900]: Train Loss:0.00097419, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:31:41,561 - wikidata12k_1n - [INFO] - [E:105| 1000]: Train Loss:0.00097394, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:32:44,304 - wikidata12k_1n - [INFO] - [E:105| 1100]: Train Loss:0.00097368, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:33:47,038 - wikidata12k_1n - [INFO] - [E:105| 1200]: Train Loss:0.0009738, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:34:49,808 - wikidata12k_1n - [INFO] - [E:105| 1300]: Train Loss:0.00097396, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:35:52,595 - wikidata12k_1n - [INFO] - [E:105| 1400]: Train Loss:0.00097357, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:36:55,395 - wikidata12k_1n - [INFO] - [E:105| 1500]: Train Loss:0.00097379, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:37:58,160 - wikidata12k_1n - [INFO] - [E:105| 1600]: Train Loss:0.00097396, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:38:39,182 - wikidata12k_1n - [INFO] - [Epoch:105]: Training Loss:0.0009739 + +2023-05-08 10:38:39,396 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 10:39:00,695 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 10:39:12,976 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 10:39:34,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 10:39:46,513 - wikidata12k_1n - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.49019, Head : 0.32205, Avg : 0.40612 + +2023-05-08 10:39:46,514 - wikidata12k_1n - [INFO] - [Epoch 105]: Training Loss: 0.00097395, Valid MRR: 0.42346, + + + +2023-05-08 10:39:47,161 - wikidata12k_1n - [INFO] - [E:106| 0]: Train Loss:0.00094121, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:40:49,884 - wikidata12k_1n - [INFO] - [E:106| 100]: Train Loss:0.0009696, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:41:52,830 - wikidata12k_1n - [INFO] - [E:106| 200]: Train Loss:0.00097176, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:42:55,852 - wikidata12k_1n - [INFO] - [E:106| 300]: Train Loss:0.0009719, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:43:58,602 - wikidata12k_1n - [INFO] - [E:106| 400]: Train Loss:0.00097275, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:45:01,553 - wikidata12k_1n - [INFO] - [E:106| 500]: Train Loss:0.00097273, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:46:04,570 - wikidata12k_1n - [INFO] - [E:106| 600]: Train Loss:0.00097249, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:47:07,370 - wikidata12k_1n - [INFO] - [E:106| 700]: Train Loss:0.0009734, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:48:10,207 - wikidata12k_1n - [INFO] - [E:106| 800]: Train Loss:0.00097386, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:49:12,902 - wikidata12k_1n - [INFO] - [E:106| 900]: Train Loss:0.000974, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:50:15,603 - wikidata12k_1n - [INFO] - [E:106| 1000]: Train Loss:0.00097399, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:51:18,333 - wikidata12k_1n - [INFO] - [E:106| 1100]: Train Loss:0.00097384, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:52:21,126 - wikidata12k_1n - [INFO] - [E:106| 1200]: Train Loss:0.00097387, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:53:23,853 - wikidata12k_1n - [INFO] - [E:106| 1300]: Train Loss:0.00097401, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:54:26,523 - wikidata12k_1n - [INFO] - [E:106| 1400]: Train Loss:0.00097426, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:55:29,168 - wikidata12k_1n - [INFO] - [E:106| 1500]: Train Loss:0.00097406, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:56:31,915 - wikidata12k_1n - [INFO] - [E:106| 1600]: Train Loss:0.00097402, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:57:12,883 - wikidata12k_1n - [INFO] - [Epoch:106]: Training Loss:0.0009739 + +2023-05-08 10:57:13,097 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 10:57:34,299 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 10:57:46,586 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 10:58:07,953 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 10:58:20,108 - wikidata12k_1n - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.49823, Head : 0.29954, Avg : 0.39888 + +2023-05-08 10:58:20,108 - wikidata12k_1n - [INFO] - [Epoch 106]: Training Loss: 0.00097395, Valid MRR: 0.42346, + + + +2023-05-08 10:58:20,749 - wikidata12k_1n - [INFO] - [E:107| 0]: Train Loss:0.0010036, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:59:23,480 - wikidata12k_1n - [INFO] - [E:107| 100]: Train Loss:0.00097647, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:00:26,183 - wikidata12k_1n - [INFO] - [E:107| 200]: Train Loss:0.00097551, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:01:28,896 - wikidata12k_1n - [INFO] - [E:107| 300]: Train Loss:0.0009734, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:02:31,601 - wikidata12k_1n - [INFO] - [E:107| 400]: Train Loss:0.00097305, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:03:34,302 - wikidata12k_1n - [INFO] - [E:107| 500]: Train Loss:0.00097357, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:04:36,965 - wikidata12k_1n - [INFO] - [E:107| 600]: Train Loss:0.00097339, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:05:39,737 - wikidata12k_1n - [INFO] - [E:107| 700]: Train Loss:0.00097309, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:06:42,469 - wikidata12k_1n - [INFO] - [E:107| 800]: Train Loss:0.00097263, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:07:45,176 - wikidata12k_1n - [INFO] - [E:107| 900]: Train Loss:0.00097262, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:08:47,919 - wikidata12k_1n - [INFO] - [E:107| 1000]: Train Loss:0.00097291, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:09:50,630 - wikidata12k_1n - [INFO] - [E:107| 1100]: Train Loss:0.00097276, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:10:53,366 - wikidata12k_1n - [INFO] - [E:107| 1200]: Train Loss:0.00097258, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:11:56,079 - wikidata12k_1n - [INFO] - [E:107| 1300]: Train Loss:0.00097262, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:12:58,839 - wikidata12k_1n - [INFO] - [E:107| 1400]: Train Loss:0.00097287, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:14:01,727 - wikidata12k_1n - [INFO] - [E:107| 1500]: Train Loss:0.00097266, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:15:04,489 - wikidata12k_1n - [INFO] - [E:107| 1600]: Train Loss:0.00097289, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:15:45,514 - wikidata12k_1n - [INFO] - [Epoch:107]: Training Loss:0.0009728 + +2023-05-08 11:15:45,729 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 11:16:06,954 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 11:16:19,242 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 11:16:40,630 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 11:16:52,806 - wikidata12k_1n - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.48962, Head : 0.33036, Avg : 0.40999 + +2023-05-08 11:16:52,806 - wikidata12k_1n - [INFO] - [Epoch 107]: Training Loss: 0.0009728, Valid MRR: 0.42346, + + + +2023-05-08 11:16:53,449 - wikidata12k_1n - [INFO] - [E:108| 0]: Train Loss:0.00095389, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:17:56,258 - wikidata12k_1n - [INFO] - [E:108| 100]: Train Loss:0.00096908, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:18:15,520 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-08 11:18:21,759 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-08 11:18:32,465 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 11:18:59,136 - wikidata12k_1n - [INFO] - [E:108| 200]: Train Loss:0.00096809, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:19:09,923 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 11:19:28,553 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-08 11:20:01,961 - wikidata12k_1n - [INFO] - [E:108| 300]: Train Loss:0.00096795, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:20:06,878 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-08 11:20:26,032 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.4692, Head : 0.29949, Avg : 0.38435 + MR: Tail : 723.97, Head : 716.89, Avg : 720.43 + Hit-1: Tail : 0.37642, Head : 0.20129, Avg : 0.28885 + Hit-3: Tail : 0.51829, Head : 0.33034, Avg : 0.42432 + Hit-10: Tail : 0.6488, Head : 0.51954, Avg : 0.58417 +2023-05-08 11:21:04,828 - wikidata12k_1n - [INFO] - [E:108| 400]: Train Loss:0.00096864, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:22:07,656 - wikidata12k_1n - [INFO] - [E:108| 500]: Train Loss:0.00097011, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:23:10,505 - wikidata12k_1n - [INFO] - [E:108| 600]: Train Loss:0.0009704, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:24:13,305 - wikidata12k_1n - [INFO] - [E:108| 700]: Train Loss:0.00097034, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:25:16,076 - wikidata12k_1n - [INFO] - [E:108| 800]: Train Loss:0.00097039, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:26:18,878 - wikidata12k_1n - [INFO] - [E:108| 900]: Train Loss:0.00097039, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:27:21,698 - wikidata12k_1n - [INFO] - [E:108| 1000]: Train Loss:0.00097071, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:28:24,474 - wikidata12k_1n - [INFO] - [E:108| 1100]: Train Loss:0.0009709, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:29:27,262 - wikidata12k_1n - [INFO] - [E:108| 1200]: Train Loss:0.00097079, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:30:29,952 - wikidata12k_1n - [INFO] - [E:108| 1300]: Train Loss:0.0009709, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:31:32,802 - wikidata12k_1n - [INFO] - [E:108| 1400]: Train Loss:0.00097108, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:32:35,778 - wikidata12k_1n - [INFO] - [E:108| 1500]: Train Loss:0.00097158, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:33:38,519 - wikidata12k_1n - [INFO] - [E:108| 1600]: Train Loss:0.00097168, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:34:19,503 - wikidata12k_1n - [INFO] - [Epoch:108]: Training Loss:0.0009718 + +2023-05-08 11:34:19,719 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 11:34:40,939 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 11:34:53,219 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 11:35:14,604 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 11:35:26,760 - wikidata12k_1n - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.49387, Head : 0.30708, Avg : 0.40048 + +2023-05-08 11:35:26,760 - wikidata12k_1n - [INFO] - [Epoch 108]: Training Loss: 0.00097181, Valid MRR: 0.42346, + + + +2023-05-08 11:35:27,401 - wikidata12k_1n - [INFO] - [E:109| 0]: Train Loss:0.00096391, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:36:30,200 - wikidata12k_1n - [INFO] - [E:109| 100]: Train Loss:0.0009709, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:37:33,030 - wikidata12k_1n - [INFO] - [E:109| 200]: Train Loss:0.0009712, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:38:35,809 - wikidata12k_1n - [INFO] - [E:109| 300]: Train Loss:0.0009689, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:39:38,634 - wikidata12k_1n - [INFO] - [E:109| 400]: Train Loss:0.00096974, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:40:41,375 - wikidata12k_1n - [INFO] - [E:109| 500]: Train Loss:0.00096945, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:41:44,069 - wikidata12k_1n - [INFO] - [E:109| 600]: Train Loss:0.00097033, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:42:46,807 - wikidata12k_1n - [INFO] - [E:109| 700]: Train Loss:0.00096986, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:43:49,540 - wikidata12k_1n - [INFO] - [E:109| 800]: Train Loss:0.00097005, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:44:52,320 - wikidata12k_1n - [INFO] - [E:109| 900]: Train Loss:0.00097045, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:45:55,074 - wikidata12k_1n - [INFO] - [E:109| 1000]: Train Loss:0.00097054, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:46:57,804 - wikidata12k_1n - [INFO] - [E:109| 1100]: Train Loss:0.00097113, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:48:00,537 - wikidata12k_1n - [INFO] - [E:109| 1200]: Train Loss:0.00097106, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:49:03,289 - wikidata12k_1n - [INFO] - [E:109| 1300]: Train Loss:0.00097107, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:50:05,964 - wikidata12k_1n - [INFO] - [E:109| 1400]: Train Loss:0.00097142, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:51:08,646 - wikidata12k_1n - [INFO] - [E:109| 1500]: Train Loss:0.00097151, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:52:11,406 - wikidata12k_1n - [INFO] - [E:109| 1600]: Train Loss:0.00097153, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:52:52,379 - wikidata12k_1n - [INFO] - [Epoch:109]: Training Loss:0.0009714 + +2023-05-08 11:52:52,594 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 11:53:13,793 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 11:53:26,065 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 11:53:47,441 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 11:53:59,589 - wikidata12k_1n - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.49497, Head : 0.36609, Avg : 0.43053 + MR: Tail : 607.66, Head : 616.81, Avg : 612.24 + Hit-1: Tail : 0.40474, Head : 0.2694, Avg : 0.33707 + Hit-3: Tail : 0.54518, Head : 0.40618, Avg : 0.47568 + Hit-10: Tail : 0.66785, Head : 0.56557, Avg : 0.61671 +2023-05-08 11:54:00,556 - wikidata12k_1n - [INFO] - [Epoch 109]: Training Loss: 0.00097143, Valid MRR: 0.43053, + + + +2023-05-08 11:54:01,200 - wikidata12k_1n - [INFO] - [E:110| 0]: Train Loss:0.00095964, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:55:03,985 - wikidata12k_1n - [INFO] - [E:110| 100]: Train Loss:0.00096708, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:56:06,755 - wikidata12k_1n - [INFO] - [E:110| 200]: Train Loss:0.00096793, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:57:09,570 - wikidata12k_1n - [INFO] - [E:110| 300]: Train Loss:0.00096944, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:58:12,297 - wikidata12k_1n - [INFO] - [E:110| 400]: Train Loss:0.00097044, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:59:15,052 - wikidata12k_1n - [INFO] - [E:110| 500]: Train Loss:0.00097083, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:00:17,761 - wikidata12k_1n - [INFO] - [E:110| 600]: Train Loss:0.00097043, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:01:20,465 - wikidata12k_1n - [INFO] - [E:110| 700]: Train Loss:0.00097041, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:02:23,252 - wikidata12k_1n - [INFO] - [E:110| 800]: Train Loss:0.00097032, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:03:26,036 - wikidata12k_1n - [INFO] - [E:110| 900]: Train Loss:0.00097031, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:04:28,875 - wikidata12k_1n - [INFO] - [E:110| 1000]: Train Loss:0.00097044, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:05:31,688 - wikidata12k_1n - [INFO] - [E:110| 1100]: Train Loss:0.00097021, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:06:34,430 - wikidata12k_1n - [INFO] - [E:110| 1200]: Train Loss:0.00097047, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:07:37,127 - wikidata12k_1n - [INFO] - [E:110| 1300]: Train Loss:0.00097042, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:08:39,814 - wikidata12k_1n - [INFO] - [E:110| 1400]: Train Loss:0.00097043, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:09:42,499 - wikidata12k_1n - [INFO] - [E:110| 1500]: Train Loss:0.00097068, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:10:45,172 - wikidata12k_1n - [INFO] - [E:110| 1600]: Train Loss:0.00097067, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:11:26,133 - wikidata12k_1n - [INFO] - [Epoch:110]: Training Loss:0.0009709 + +2023-05-08 12:11:26,347 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 12:11:47,552 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 12:11:59,821 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 12:12:21,179 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 12:12:33,329 - wikidata12k_1n - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.49189, Head : 0.28095, Avg : 0.38642 + +2023-05-08 12:12:33,330 - wikidata12k_1n - [INFO] - [Epoch 110]: Training Loss: 0.00097086, Valid MRR: 0.43053, + + + +2023-05-08 12:12:33,973 - wikidata12k_1n - [INFO] - [E:111| 0]: Train Loss:0.00098108, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:13:36,672 - wikidata12k_1n - [INFO] - [E:111| 100]: Train Loss:0.00096907, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:14:39,492 - wikidata12k_1n - [INFO] - [E:111| 200]: Train Loss:0.00096795, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:15:42,170 - wikidata12k_1n - [INFO] - [E:111| 300]: Train Loss:0.00096784, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:16:44,836 - wikidata12k_1n - [INFO] - [E:111| 400]: Train Loss:0.00096857, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:17:47,560 - wikidata12k_1n - [INFO] - [E:111| 500]: Train Loss:0.00096856, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:18:50,243 - wikidata12k_1n - [INFO] - [E:111| 600]: Train Loss:0.00096841, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:19:52,920 - wikidata12k_1n - [INFO] - [E:111| 700]: Train Loss:0.00096875, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:20:55,601 - wikidata12k_1n - [INFO] - [E:111| 800]: Train Loss:0.00096945, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:21:58,294 - wikidata12k_1n - [INFO] - [E:111| 900]: Train Loss:0.00096977, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:23:01,057 - wikidata12k_1n - [INFO] - [E:111| 1000]: Train Loss:0.00096994, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:24:03,837 - wikidata12k_1n - [INFO] - [E:111| 1100]: Train Loss:0.00097012, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:25:06,585 - wikidata12k_1n - [INFO] - [E:111| 1200]: Train Loss:0.00097023, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:26:09,310 - wikidata12k_1n - [INFO] - [E:111| 1300]: Train Loss:0.00097021, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:27:12,078 - wikidata12k_1n - [INFO] - [E:111| 1400]: Train Loss:0.00097022, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:28:14,927 - wikidata12k_1n - [INFO] - [E:111| 1500]: Train Loss:0.00097047, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:29:17,668 - wikidata12k_1n - [INFO] - [E:111| 1600]: Train Loss:0.00097056, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:29:58,657 - wikidata12k_1n - [INFO] - [Epoch:111]: Training Loss:0.0009705 + +2023-05-08 12:29:58,872 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 12:30:20,082 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 12:30:32,372 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 12:30:53,751 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 12:31:05,909 - wikidata12k_1n - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.49491, Head : 0.32148, Avg : 0.40819 + +2023-05-08 12:31:05,909 - wikidata12k_1n - [INFO] - [Epoch 111]: Training Loss: 0.00097048, Valid MRR: 0.43053, + + + +2023-05-08 12:31:06,552 - wikidata12k_1n - [INFO] - [E:112| 0]: Train Loss:0.00098406, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:32:09,384 - wikidata12k_1n - [INFO] - [E:112| 100]: Train Loss:0.00096708, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:33:12,162 - wikidata12k_1n - [INFO] - [E:112| 200]: Train Loss:0.00096904, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:34:14,958 - wikidata12k_1n - [INFO] - [E:112| 300]: Train Loss:0.00096959, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:35:17,724 - wikidata12k_1n - [INFO] - [E:112| 400]: Train Loss:0.0009687, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:36:20,538 - wikidata12k_1n - [INFO] - [E:112| 500]: Train Loss:0.00096829, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:37:23,341 - wikidata12k_1n - [INFO] - [E:112| 600]: Train Loss:0.00096839, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:38:26,180 - wikidata12k_1n - [INFO] - [E:112| 700]: Train Loss:0.00096892, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:39:28,902 - wikidata12k_1n - [INFO] - [E:112| 800]: Train Loss:0.00096903, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:40:31,760 - wikidata12k_1n - [INFO] - [E:112| 900]: Train Loss:0.0009694, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:41:34,522 - wikidata12k_1n - [INFO] - [E:112| 1000]: Train Loss:0.00096937, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:42:37,274 - wikidata12k_1n - [INFO] - [E:112| 1100]: Train Loss:0.00096905, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:43:40,006 - wikidata12k_1n - [INFO] - [E:112| 1200]: Train Loss:0.00096883, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:44:42,773 - wikidata12k_1n - [INFO] - [E:112| 1300]: Train Loss:0.00096883, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:45:45,529 - wikidata12k_1n - [INFO] - [E:112| 1400]: Train Loss:0.00096907, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:46:48,271 - wikidata12k_1n - [INFO] - [E:112| 1500]: Train Loss:0.00096919, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:47:51,016 - wikidata12k_1n - [INFO] - [E:112| 1600]: Train Loss:0.00096945, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:48:32,010 - wikidata12k_1n - [INFO] - [Epoch:112]: Training Loss:0.0009695 + +2023-05-08 12:48:32,225 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 12:48:53,474 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 12:49:05,804 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 12:49:27,201 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 12:49:39,389 - wikidata12k_1n - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.4979, Head : 0.33013, Avg : 0.41401 + +2023-05-08 12:49:39,389 - wikidata12k_1n - [INFO] - [Epoch 112]: Training Loss: 0.00096945, Valid MRR: 0.43053, + + + +2023-05-08 12:49:40,033 - wikidata12k_1n - [INFO] - [E:113| 0]: Train Loss:0.00097318, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:50:42,837 - wikidata12k_1n - [INFO] - [E:113| 100]: Train Loss:0.00096757, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:51:45,656 - wikidata12k_1n - [INFO] - [E:113| 200]: Train Loss:0.00096878, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:52:48,461 - wikidata12k_1n - [INFO] - [E:113| 300]: Train Loss:0.00096771, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:53:51,257 - wikidata12k_1n - [INFO] - [E:113| 400]: Train Loss:0.00096818, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:54:54,003 - wikidata12k_1n - [INFO] - [E:113| 500]: Train Loss:0.00096819, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:55:56,662 - wikidata12k_1n - [INFO] - [E:113| 600]: Train Loss:0.00096863, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:56:59,351 - wikidata12k_1n - [INFO] - [E:113| 700]: Train Loss:0.00096923, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:58:02,106 - wikidata12k_1n - [INFO] - [E:113| 800]: Train Loss:0.00096906, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:59:04,776 - wikidata12k_1n - [INFO] - [E:113| 900]: Train Loss:0.00096855, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:00:07,427 - wikidata12k_1n - [INFO] - [E:113| 1000]: Train Loss:0.00096857, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:01:10,110 - wikidata12k_1n - [INFO] - [E:113| 1100]: Train Loss:0.00096851, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:02:12,790 - wikidata12k_1n - [INFO] - [E:113| 1200]: Train Loss:0.00096911, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:03:15,458 - wikidata12k_1n - [INFO] - [E:113| 1300]: Train Loss:0.00096926, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:04:18,148 - wikidata12k_1n - [INFO] - [E:113| 1400]: Train Loss:0.00096908, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:05:20,848 - wikidata12k_1n - [INFO] - [E:113| 1500]: Train Loss:0.00096884, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:06:23,632 - wikidata12k_1n - [INFO] - [E:113| 1600]: Train Loss:0.00096892, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:07:04,656 - wikidata12k_1n - [INFO] - [Epoch:113]: Training Loss:0.0009689 + +2023-05-08 13:07:04,876 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 13:07:26,112 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 13:07:38,408 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 13:07:59,813 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 13:08:12,014 - wikidata12k_1n - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.49815, Head : 0.30738, Avg : 0.40277 + +2023-05-08 13:08:12,014 - wikidata12k_1n - [INFO] - [Epoch 113]: Training Loss: 0.00096895, Valid MRR: 0.43053, + + + +2023-05-08 13:08:12,654 - wikidata12k_1n - [INFO] - [E:114| 0]: Train Loss:0.00095312, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:09:15,510 - wikidata12k_1n - [INFO] - [E:114| 100]: Train Loss:0.00096701, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:10:18,370 - wikidata12k_1n - [INFO] - [E:114| 200]: Train Loss:0.00096944, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:11:21,102 - wikidata12k_1n - [INFO] - [E:114| 300]: Train Loss:0.00096953, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:12:23,790 - wikidata12k_1n - [INFO] - [E:114| 400]: Train Loss:0.0009687, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:13:26,451 - wikidata12k_1n - [INFO] - [E:114| 500]: Train Loss:0.00096814, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:14:29,140 - wikidata12k_1n - [INFO] - [E:114| 600]: Train Loss:0.00096853, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:15:31,966 - wikidata12k_1n - [INFO] - [E:114| 700]: Train Loss:0.00096809, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:16:34,674 - wikidata12k_1n - [INFO] - [E:114| 800]: Train Loss:0.00096837, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:17:37,363 - wikidata12k_1n - [INFO] - [E:114| 900]: Train Loss:0.00096829, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:18:40,061 - wikidata12k_1n - [INFO] - [E:114| 1000]: Train Loss:0.00096819, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:19:42,732 - wikidata12k_1n - [INFO] - [E:114| 1100]: Train Loss:0.00096816, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:20:45,394 - wikidata12k_1n - [INFO] - [E:114| 1200]: Train Loss:0.00096831, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:21:48,087 - wikidata12k_1n - [INFO] - [E:114| 1300]: Train Loss:0.00096828, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:22:50,768 - wikidata12k_1n - [INFO] - [E:114| 1400]: Train Loss:0.00096862, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:23:53,502 - wikidata12k_1n - [INFO] - [E:114| 1500]: Train Loss:0.00096867, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:24:56,199 - wikidata12k_1n - [INFO] - [E:114| 1600]: Train Loss:0.00096864, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:25:37,173 - wikidata12k_1n - [INFO] - [Epoch:114]: Training Loss:0.0009687 + +2023-05-08 13:25:37,389 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 13:25:58,586 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 13:26:10,858 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 13:26:32,239 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 13:26:44,392 - wikidata12k_1n - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.49743, Head : 0.32306, Avg : 0.41025 + +2023-05-08 13:26:44,392 - wikidata12k_1n - [INFO] - [Epoch 114]: Training Loss: 0.0009687, Valid MRR: 0.43053, + + + +2023-05-08 13:26:45,036 - wikidata12k_1n - [INFO] - [E:115| 0]: Train Loss:0.00092372, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:27:47,699 - wikidata12k_1n - [INFO] - [E:115| 100]: Train Loss:0.0009662, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:28:50,340 - wikidata12k_1n - [INFO] - [E:115| 200]: Train Loss:0.00096594, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:29:52,992 - wikidata12k_1n - [INFO] - [E:115| 300]: Train Loss:0.00096529, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:30:55,630 - wikidata12k_1n - [INFO] - [E:115| 400]: Train Loss:0.00096563, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:31:58,268 - wikidata12k_1n - [INFO] - [E:115| 500]: Train Loss:0.00096618, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:33:01,165 - wikidata12k_1n - [INFO] - [E:115| 600]: Train Loss:0.0009665, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:34:03,958 - wikidata12k_1n - [INFO] - [E:115| 700]: Train Loss:0.00096675, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:35:06,757 - wikidata12k_1n - [INFO] - [E:115| 800]: Train Loss:0.00096676, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:36:09,525 - wikidata12k_1n - [INFO] - [E:115| 900]: Train Loss:0.00096647, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:37:12,308 - wikidata12k_1n - [INFO] - [E:115| 1000]: Train Loss:0.00096644, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:38:15,118 - wikidata12k_1n - [INFO] - [E:115| 1100]: Train Loss:0.00096683, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:39:17,857 - wikidata12k_1n - [INFO] - [E:115| 1200]: Train Loss:0.00096661, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:40:20,638 - wikidata12k_1n - [INFO] - [E:115| 1300]: Train Loss:0.00096686, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:41:23,444 - wikidata12k_1n - [INFO] - [E:115| 1400]: Train Loss:0.00096708, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:42:26,097 - wikidata12k_1n - [INFO] - [E:115| 1500]: Train Loss:0.00096754, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:43:28,774 - wikidata12k_1n - [INFO] - [E:115| 1600]: Train Loss:0.00096794, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:44:09,717 - wikidata12k_1n - [INFO] - [Epoch:115]: Training Loss:0.000968 + +2023-05-08 13:44:09,931 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 13:44:31,134 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 13:44:43,405 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 13:45:04,768 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 13:45:16,906 - wikidata12k_1n - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.491, Head : 0.31844, Avg : 0.40472 + +2023-05-08 13:45:16,906 - wikidata12k_1n - [INFO] - [Epoch 115]: Training Loss: 0.00096799, Valid MRR: 0.43053, + + + +2023-05-08 13:45:17,547 - wikidata12k_1n - [INFO] - [E:116| 0]: Train Loss:0.00097631, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:46:20,221 - wikidata12k_1n - [INFO] - [E:116| 100]: Train Loss:0.00096934, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:47:22,872 - wikidata12k_1n - [INFO] - [E:116| 200]: Train Loss:0.0009669, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:48:25,537 - wikidata12k_1n - [INFO] - [E:116| 300]: Train Loss:0.00096568, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:49:28,280 - wikidata12k_1n - [INFO] - [E:116| 400]: Train Loss:0.00096533, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:50:31,039 - wikidata12k_1n - [INFO] - [E:116| 500]: Train Loss:0.00096517, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:51:33,827 - wikidata12k_1n - [INFO] - [E:116| 600]: Train Loss:0.00096583, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:52:36,587 - wikidata12k_1n - [INFO] - [E:116| 700]: Train Loss:0.00096595, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:53:39,366 - wikidata12k_1n - [INFO] - [E:116| 800]: Train Loss:0.0009666, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:54:42,138 - wikidata12k_1n - [INFO] - [E:116| 900]: Train Loss:0.00096687, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:55:44,925 - wikidata12k_1n - [INFO] - [E:116| 1000]: Train Loss:0.00096717, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:56:47,599 - wikidata12k_1n - [INFO] - [E:116| 1100]: Train Loss:0.00096728, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:57:50,229 - wikidata12k_1n - [INFO] - [E:116| 1200]: Train Loss:0.00096722, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:58:53,047 - wikidata12k_1n - [INFO] - [E:116| 1300]: Train Loss:0.00096743, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:59:55,851 - wikidata12k_1n - [INFO] - [E:116| 1400]: Train Loss:0.00096757, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:00:58,625 - wikidata12k_1n - [INFO] - [E:116| 1500]: Train Loss:0.0009675, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:02:01,345 - wikidata12k_1n - [INFO] - [E:116| 1600]: Train Loss:0.00096753, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:02:42,338 - wikidata12k_1n - [INFO] - [Epoch:116]: Training Loss:0.0009674 + +2023-05-08 14:02:42,557 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 14:03:03,772 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 14:03:16,043 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 14:03:37,425 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 14:03:49,580 - wikidata12k_1n - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.49087, Head : 0.31453, Avg : 0.4027 + +2023-05-08 14:03:49,580 - wikidata12k_1n - [INFO] - [Epoch 116]: Training Loss: 0.00096744, Valid MRR: 0.43053, + + + +2023-05-08 14:03:50,219 - wikidata12k_1n - [INFO] - [E:117| 0]: Train Loss:0.00096057, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:04:53,015 - wikidata12k_1n - [INFO] - [E:117| 100]: Train Loss:0.00096558, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:05:55,779 - wikidata12k_1n - [INFO] - [E:117| 200]: Train Loss:0.00096575, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:06:58,600 - wikidata12k_1n - [INFO] - [E:117| 300]: Train Loss:0.00096486, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:08:01,336 - wikidata12k_1n - [INFO] - [E:117| 400]: Train Loss:0.00096456, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:09:03,992 - wikidata12k_1n - [INFO] - [E:117| 500]: Train Loss:0.00096486, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:10:06,660 - wikidata12k_1n - [INFO] - [E:117| 600]: Train Loss:0.00096499, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:11:09,278 - wikidata12k_1n - [INFO] - [E:117| 700]: Train Loss:0.0009654, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:12:11,937 - wikidata12k_1n - [INFO] - [E:117| 800]: Train Loss:0.0009651, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:13:14,595 - wikidata12k_1n - [INFO] - [E:117| 900]: Train Loss:0.00096547, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:14:17,239 - wikidata12k_1n - [INFO] - [E:117| 1000]: Train Loss:0.00096556, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:15:19,886 - wikidata12k_1n - [INFO] - [E:117| 1100]: Train Loss:0.00096589, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:16:22,647 - wikidata12k_1n - [INFO] - [E:117| 1200]: Train Loss:0.00096614, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:17:25,332 - wikidata12k_1n - [INFO] - [E:117| 1300]: Train Loss:0.00096591, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:18:28,041 - wikidata12k_1n - [INFO] - [E:117| 1400]: Train Loss:0.00096596, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:19:30,775 - wikidata12k_1n - [INFO] - [E:117| 1500]: Train Loss:0.00096616, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:20:33,416 - wikidata12k_1n - [INFO] - [E:117| 1600]: Train Loss:0.00096639, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:21:14,333 - wikidata12k_1n - [INFO] - [Epoch:117]: Training Loss:0.0009667 + +2023-05-08 14:21:14,548 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 14:21:35,740 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 14:21:47,998 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 14:22:09,344 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 14:22:21,482 - wikidata12k_1n - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.49123, Head : 0.3346, Avg : 0.41292 + +2023-05-08 14:22:21,483 - wikidata12k_1n - [INFO] - [Epoch 117]: Training Loss: 0.00096673, Valid MRR: 0.43053, + + + +2023-05-08 14:22:22,123 - wikidata12k_1n - [INFO] - [E:118| 0]: Train Loss:0.00096325, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:23:24,749 - wikidata12k_1n - [INFO] - [E:118| 100]: Train Loss:0.00096382, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:24:27,507 - wikidata12k_1n - [INFO] - [E:118| 200]: Train Loss:0.0009681, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:24:46,826 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-08 14:24:57,762 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 14:25:30,243 - wikidata12k_1n - [INFO] - [E:118| 300]: Train Loss:0.0009665, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:25:35,426 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 14:25:54,186 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-08 14:26:32,846 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-08 14:26:32,934 - wikidata12k_1n - [INFO] - [E:118| 400]: Train Loss:0.00096475, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:26:52,039 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47044, Head : 0.30916, Avg : 0.3898 + MR: Tail : 834.47, Head : 789.21, Avg : 811.84 + Hit-1: Tail : 0.37917, Head : 0.21198, Avg : 0.29557 + Hit-3: Tail : 0.51632, Head : 0.33828, Avg : 0.4273 + Hit-10: Tail : 0.64408, Head : 0.52514, Avg : 0.58461 +2023-05-08 14:27:35,606 - wikidata12k_1n - [INFO] - [E:118| 500]: Train Loss:0.00096434, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:28:38,293 - wikidata12k_1n - [INFO] - [E:118| 600]: Train Loss:0.00096476, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:29:40,931 - wikidata12k_1n - [INFO] - [E:118| 700]: Train Loss:0.00096455, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:30:43,584 - wikidata12k_1n - [INFO] - [E:118| 800]: Train Loss:0.00096448, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:31:46,246 - wikidata12k_1n - [INFO] - [E:118| 900]: Train Loss:0.00096506, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:32:48,938 - wikidata12k_1n - [INFO] - [E:118| 1000]: Train Loss:0.00096566, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:33:51,636 - wikidata12k_1n - [INFO] - [E:118| 1100]: Train Loss:0.00096587, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:34:54,286 - wikidata12k_1n - [INFO] - [E:118| 1200]: Train Loss:0.00096611, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:35:56,945 - wikidata12k_1n - [INFO] - [E:118| 1300]: Train Loss:0.00096595, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:36:59,614 - wikidata12k_1n - [INFO] - [E:118| 1400]: Train Loss:0.00096629, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:38:02,417 - wikidata12k_1n - [INFO] - [E:118| 1500]: Train Loss:0.00096643, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:39:05,191 - wikidata12k_1n - [INFO] - [E:118| 1600]: Train Loss:0.00096634, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:39:46,214 - wikidata12k_1n - [INFO] - [Epoch:118]: Training Loss:0.0009662 + +2023-05-08 14:39:46,430 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 14:40:07,639 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 14:40:19,923 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 14:40:41,291 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 14:40:53,450 - wikidata12k_1n - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.48798, Head : 0.30457, Avg : 0.39627 + +2023-05-08 14:40:53,450 - wikidata12k_1n - [INFO] - [Epoch 118]: Training Loss: 0.00096624, Valid MRR: 0.43053, + + + +2023-05-08 14:40:54,093 - wikidata12k_1n - [INFO] - [E:119| 0]: Train Loss:0.00095235, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:41:56,935 - wikidata12k_1n - [INFO] - [E:119| 100]: Train Loss:0.00095798, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:42:59,653 - wikidata12k_1n - [INFO] - [E:119| 200]: Train Loss:0.00096041, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:44:02,326 - wikidata12k_1n - [INFO] - [E:119| 300]: Train Loss:0.00096155, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:45:04,988 - wikidata12k_1n - [INFO] - [E:119| 400]: Train Loss:0.00096347, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:46:07,760 - wikidata12k_1n - [INFO] - [E:119| 500]: Train Loss:0.00096362, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:47:10,581 - wikidata12k_1n - [INFO] - [E:119| 600]: Train Loss:0.00096356, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:48:13,301 - wikidata12k_1n - [INFO] - [E:119| 700]: Train Loss:0.00096415, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:49:15,993 - wikidata12k_1n - [INFO] - [E:119| 800]: Train Loss:0.00096448, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:50:18,807 - wikidata12k_1n - [INFO] - [E:119| 900]: Train Loss:0.00096553, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:51:21,490 - wikidata12k_1n - [INFO] - [E:119| 1000]: Train Loss:0.00096579, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:52:24,132 - wikidata12k_1n - [INFO] - [E:119| 1100]: Train Loss:0.00096631, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:53:26,917 - wikidata12k_1n - [INFO] - [E:119| 1200]: Train Loss:0.00096603, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:54:29,671 - wikidata12k_1n - [INFO] - [E:119| 1300]: Train Loss:0.00096593, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:55:32,417 - wikidata12k_1n - [INFO] - [E:119| 1400]: Train Loss:0.0009661, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:56:35,122 - wikidata12k_1n - [INFO] - [E:119| 1500]: Train Loss:0.00096606, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:57:37,899 - wikidata12k_1n - [INFO] - [E:119| 1600]: Train Loss:0.00096636, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:58:18,891 - wikidata12k_1n - [INFO] - [Epoch:119]: Training Loss:0.0009662 + +2023-05-08 14:58:19,104 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 14:58:40,304 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 14:58:52,577 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 14:59:13,937 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 14:59:26,105 - wikidata12k_1n - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.4893, Head : 0.30143, Avg : 0.39536 + MR: Tail : 628.88, Head : 664.31, Avg : 646.6 + Hit-1: Tail : 0.39633, Head : 0.19562, Avg : 0.29597 + Hit-3: Tail : 0.54375, Head : 0.33868, Avg : 0.44121 + Hit-10: Tail : 0.66286, Head : 0.53434, Avg : 0.5986 +2023-05-08 14:59:26,105 - wikidata12k_1n - [INFO] - [Epoch 119]: Training Loss: 0.00096621, Valid MRR: 0.43053, + + + +2023-05-08 14:59:26,747 - wikidata12k_1n - [INFO] - [E:120| 0]: Train Loss:0.0010573, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:00:29,506 - wikidata12k_1n - [INFO] - [E:120| 100]: Train Loss:0.00096661, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:01:32,266 - wikidata12k_1n - [INFO] - [E:120| 200]: Train Loss:0.00096327, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:02:35,018 - wikidata12k_1n - [INFO] - [E:120| 300]: Train Loss:0.0009636, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:03:37,760 - wikidata12k_1n - [INFO] - [E:120| 400]: Train Loss:0.00096227, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:04:40,568 - wikidata12k_1n - [INFO] - [E:120| 500]: Train Loss:0.00096229, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:05:43,321 - wikidata12k_1n - [INFO] - [E:120| 600]: Train Loss:0.00096323, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:06:45,982 - wikidata12k_1n - [INFO] - [E:120| 700]: Train Loss:0.00096337, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:07:48,744 - wikidata12k_1n - [INFO] - [E:120| 800]: Train Loss:0.00096325, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:08:51,544 - wikidata12k_1n - [INFO] - [E:120| 900]: Train Loss:0.00096372, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:09:54,333 - wikidata12k_1n - [INFO] - [E:120| 1000]: Train Loss:0.00096363, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:10:57,117 - wikidata12k_1n - [INFO] - [E:120| 1100]: Train Loss:0.0009638, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:11:59,872 - wikidata12k_1n - [INFO] - [E:120| 1200]: Train Loss:0.00096408, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:13:02,718 - wikidata12k_1n - [INFO] - [E:120| 1300]: Train Loss:0.00096429, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:14:05,515 - wikidata12k_1n - [INFO] - [E:120| 1400]: Train Loss:0.00096459, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:15:08,318 - wikidata12k_1n - [INFO] - [E:120| 1500]: Train Loss:0.00096437, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:16:11,055 - wikidata12k_1n - [INFO] - [E:120| 1600]: Train Loss:0.00096448, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:16:52,062 - wikidata12k_1n - [INFO] - [Epoch:120]: Training Loss:0.0009647 + +2023-05-08 15:16:52,278 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 15:17:13,520 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 15:17:25,811 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 15:17:47,211 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 15:17:59,379 - wikidata12k_1n - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.49353, Head : 0.36939, Avg : 0.43146 + +2023-05-08 15:18:00,357 - wikidata12k_1n - [INFO] - [Epoch 120]: Training Loss: 0.00096474, Valid MRR: 0.43146, + + + +2023-05-08 15:18:01,005 - wikidata12k_1n - [INFO] - [E:121| 0]: Train Loss:0.00097964, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:18:27,599 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-08 15:18:38,670 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 15:19:03,765 - wikidata12k_1n - [INFO] - [E:121| 100]: Train Loss:0.00096799, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:19:16,346 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 15:19:34,906 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-08 15:20:06,505 - wikidata12k_1n - [INFO] - [E:121| 200]: Train Loss:0.00096712, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:20:12,840 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-08 15:20:31,779 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47203, Head : 0.31777, Avg : 0.3949 + MR: Tail : 799.9, Head : 826.24, Avg : 813.07 + Hit-1: Tail : 0.37699, Head : 0.22625, Avg : 0.30162 + Hit-3: Tail : 0.52602, Head : 0.34617, Avg : 0.4361 + Hit-10: Tail : 0.64828, Head : 0.51424, Avg : 0.58126 +2023-05-08 15:21:09,319 - wikidata12k_1n - [INFO] - [E:121| 300]: Train Loss:0.00096538, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:22:12,123 - wikidata12k_1n - [INFO] - [E:121| 400]: Train Loss:0.00096576, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:23:14,902 - wikidata12k_1n - [INFO] - [E:121| 500]: Train Loss:0.00096486, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:24:17,722 - wikidata12k_1n - [INFO] - [E:121| 600]: Train Loss:0.0009645, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:25:20,516 - wikidata12k_1n - [INFO] - [E:121| 700]: Train Loss:0.00096426, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:26:23,281 - wikidata12k_1n - [INFO] - [E:121| 800]: Train Loss:0.00096427, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:27:26,055 - wikidata12k_1n - [INFO] - [E:121| 900]: Train Loss:0.00096461, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:28:28,839 - wikidata12k_1n - [INFO] - [E:121| 1000]: Train Loss:0.00096464, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:29:31,605 - wikidata12k_1n - [INFO] - [E:121| 1100]: Train Loss:0.00096465, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:30:34,352 - wikidata12k_1n - [INFO] - [E:121| 1200]: Train Loss:0.00096488, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:31:37,104 - wikidata12k_1n - [INFO] - [E:121| 1300]: Train Loss:0.0009649, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:32:39,947 - wikidata12k_1n - [INFO] - [E:121| 1400]: Train Loss:0.00096496, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:33:42,703 - wikidata12k_1n - [INFO] - [E:121| 1500]: Train Loss:0.00096497, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:34:45,475 - wikidata12k_1n - [INFO] - [E:121| 1600]: Train Loss:0.00096491, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:35:26,483 - wikidata12k_1n - [INFO] - [Epoch:121]: Training Loss:0.0009649 + +2023-05-08 15:35:26,698 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 15:35:47,932 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 15:36:00,227 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 15:36:21,657 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 15:36:33,840 - wikidata12k_1n - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.49172, Head : 0.35485, Avg : 0.42328 + +2023-05-08 15:36:33,840 - wikidata12k_1n - [INFO] - [Epoch 121]: Training Loss: 0.00096491, Valid MRR: 0.43146, + + + +2023-05-08 15:36:34,481 - wikidata12k_1n - [INFO] - [E:122| 0]: Train Loss:0.00092583, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:37:37,258 - wikidata12k_1n - [INFO] - [E:122| 100]: Train Loss:0.00095971, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:38:40,022 - wikidata12k_1n - [INFO] - [E:122| 200]: Train Loss:0.00096095, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:39:42,822 - wikidata12k_1n - [INFO] - [E:122| 300]: Train Loss:0.00096079, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:40:45,627 - wikidata12k_1n - [INFO] - [E:122| 400]: Train Loss:0.00096104, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:41:48,344 - wikidata12k_1n - [INFO] - [E:122| 500]: Train Loss:0.00096153, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:42:51,093 - wikidata12k_1n - [INFO] - [E:122| 600]: Train Loss:0.00096179, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:43:53,808 - wikidata12k_1n - [INFO] - [E:122| 700]: Train Loss:0.00096264, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:44:56,637 - wikidata12k_1n - [INFO] - [E:122| 800]: Train Loss:0.00096252, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:45:59,373 - wikidata12k_1n - [INFO] - [E:122| 900]: Train Loss:0.00096271, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:47:02,117 - wikidata12k_1n - [INFO] - [E:122| 1000]: Train Loss:0.00096268, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:48:04,858 - wikidata12k_1n - [INFO] - [E:122| 1100]: Train Loss:0.00096285, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:49:07,644 - wikidata12k_1n - [INFO] - [E:122| 1200]: Train Loss:0.00096291, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:50:10,391 - wikidata12k_1n - [INFO] - [E:122| 1300]: Train Loss:0.00096311, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:51:13,139 - wikidata12k_1n - [INFO] - [E:122| 1400]: Train Loss:0.00096343, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:52:15,874 - wikidata12k_1n - [INFO] - [E:122| 1500]: Train Loss:0.00096367, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:53:18,566 - wikidata12k_1n - [INFO] - [E:122| 1600]: Train Loss:0.00096366, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:53:59,529 - wikidata12k_1n - [INFO] - [Epoch:122]: Training Loss:0.0009638 + +2023-05-08 15:53:59,745 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 15:54:20,970 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 15:54:33,260 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 15:54:54,647 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 15:55:06,814 - wikidata12k_1n - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.49472, Head : 0.34124, Avg : 0.41798 + +2023-05-08 15:55:06,814 - wikidata12k_1n - [INFO] - [Epoch 122]: Training Loss: 0.00096377, Valid MRR: 0.43146, + + + +2023-05-08 15:55:07,454 - wikidata12k_1n - [INFO] - [E:123| 0]: Train Loss:0.00093814, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:56:10,181 - wikidata12k_1n - [INFO] - [E:123| 100]: Train Loss:0.00095921, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:57:13,053 - wikidata12k_1n - [INFO] - [E:123| 200]: Train Loss:0.00096073, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:58:15,762 - wikidata12k_1n - [INFO] - [E:123| 300]: Train Loss:0.00096198, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:59:18,408 - wikidata12k_1n - [INFO] - [E:123| 400]: Train Loss:0.00096339, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:00:21,053 - wikidata12k_1n - [INFO] - [E:123| 500]: Train Loss:0.00096405, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:01:23,762 - wikidata12k_1n - [INFO] - [E:123| 600]: Train Loss:0.00096339, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:02:26,468 - wikidata12k_1n - [INFO] - [E:123| 700]: Train Loss:0.00096345, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:03:29,166 - wikidata12k_1n - [INFO] - [E:123| 800]: Train Loss:0.00096395, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:04:31,837 - wikidata12k_1n - [INFO] - [E:123| 900]: Train Loss:0.00096338, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:05:34,494 - wikidata12k_1n - [INFO] - [E:123| 1000]: Train Loss:0.00096309, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:06:37,272 - wikidata12k_1n - [INFO] - [E:123| 1100]: Train Loss:0.00096359, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:07:39,990 - wikidata12k_1n - [INFO] - [E:123| 1200]: Train Loss:0.00096368, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:08:42,780 - wikidata12k_1n - [INFO] - [E:123| 1300]: Train Loss:0.00096359, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:09:45,538 - wikidata12k_1n - [INFO] - [E:123| 1400]: Train Loss:0.00096379, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:10:48,266 - wikidata12k_1n - [INFO] - [E:123| 1500]: Train Loss:0.00096381, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:11:51,035 - wikidata12k_1n - [INFO] - [E:123| 1600]: Train Loss:0.00096469, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:12:32,018 - wikidata12k_1n - [INFO] - [Epoch:123]: Training Loss:0.0009645 + +2023-05-08 16:12:32,234 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 16:12:53,444 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 16:13:05,730 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 16:13:27,128 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 16:13:39,297 - wikidata12k_1n - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.50181, Head : 0.35913, Avg : 0.43047 + +2023-05-08 16:13:39,297 - wikidata12k_1n - [INFO] - [Epoch 123]: Training Loss: 0.00096453, Valid MRR: 0.43146, + + + +2023-05-08 16:13:39,939 - wikidata12k_1n - [INFO] - [E:124| 0]: Train Loss:0.00097709, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:14:42,798 - wikidata12k_1n - [INFO] - [E:124| 100]: Train Loss:0.0009661, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:15:45,603 - wikidata12k_1n - [INFO] - [E:124| 200]: Train Loss:0.0009624, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:16:48,380 - wikidata12k_1n - [INFO] - [E:124| 300]: Train Loss:0.00096238, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:17:51,092 - wikidata12k_1n - [INFO] - [E:124| 400]: Train Loss:0.00096207, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:18:53,886 - wikidata12k_1n - [INFO] - [E:124| 500]: Train Loss:0.00096196, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:19:56,653 - wikidata12k_1n - [INFO] - [E:124| 600]: Train Loss:0.00096214, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:20:59,356 - wikidata12k_1n - [INFO] - [E:124| 700]: Train Loss:0.00096217, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:22:02,098 - wikidata12k_1n - [INFO] - [E:124| 800]: Train Loss:0.00096217, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:23:04,914 - wikidata12k_1n - [INFO] - [E:124| 900]: Train Loss:0.00096227, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:24:07,676 - wikidata12k_1n - [INFO] - [E:124| 1000]: Train Loss:0.00096235, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:25:10,450 - wikidata12k_1n - [INFO] - [E:124| 1100]: Train Loss:0.00096231, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:26:13,175 - wikidata12k_1n - [INFO] - [E:124| 1200]: Train Loss:0.0009624, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:27:15,937 - wikidata12k_1n - [INFO] - [E:124| 1300]: Train Loss:0.00096247, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:28:18,710 - wikidata12k_1n - [INFO] - [E:124| 1400]: Train Loss:0.00096256, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:29:21,488 - wikidata12k_1n - [INFO] - [E:124| 1500]: Train Loss:0.00096251, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:30:24,262 - wikidata12k_1n - [INFO] - [E:124| 1600]: Train Loss:0.0009626, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:31:05,277 - wikidata12k_1n - [INFO] - [Epoch:124]: Training Loss:0.0009626 + +2023-05-08 16:31:05,493 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 16:31:26,698 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 16:31:39,011 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 16:32:00,453 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 16:32:12,625 - wikidata12k_1n - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.496, Head : 0.35927, Avg : 0.42763 + +2023-05-08 16:32:12,626 - wikidata12k_1n - [INFO] - [Epoch 124]: Training Loss: 0.00096264, Valid MRR: 0.43146, + + + +2023-05-08 16:32:13,268 - wikidata12k_1n - [INFO] - [E:125| 0]: Train Loss:0.00096194, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:33:16,040 - wikidata12k_1n - [INFO] - [E:125| 100]: Train Loss:0.00096131, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:34:18,819 - wikidata12k_1n - [INFO] - [E:125| 200]: Train Loss:0.00096179, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:35:21,600 - wikidata12k_1n - [INFO] - [E:125| 300]: Train Loss:0.00096159, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:36:24,384 - wikidata12k_1n - [INFO] - [E:125| 400]: Train Loss:0.00096072, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:37:27,159 - wikidata12k_1n - [INFO] - [E:125| 500]: Train Loss:0.00096158, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:38:29,886 - wikidata12k_1n - [INFO] - [E:125| 600]: Train Loss:0.00096121, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:39:32,593 - wikidata12k_1n - [INFO] - [E:125| 700]: Train Loss:0.00096145, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:40:35,373 - wikidata12k_1n - [INFO] - [E:125| 800]: Train Loss:0.00096176, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:41:38,168 - wikidata12k_1n - [INFO] - [E:125| 900]: Train Loss:0.00096146, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:42:40,941 - wikidata12k_1n - [INFO] - [E:125| 1000]: Train Loss:0.00096152, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:43:43,701 - wikidata12k_1n - [INFO] - [E:125| 1100]: Train Loss:0.00096138, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:44:46,486 - wikidata12k_1n - [INFO] - [E:125| 1200]: Train Loss:0.0009617, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:45:49,231 - wikidata12k_1n - [INFO] - [E:125| 1300]: Train Loss:0.00096178, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:46:51,904 - wikidata12k_1n - [INFO] - [E:125| 1400]: Train Loss:0.00096177, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:47:54,594 - wikidata12k_1n - [INFO] - [E:125| 1500]: Train Loss:0.00096199, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:48:57,298 - wikidata12k_1n - [INFO] - [E:125| 1600]: Train Loss:0.00096238, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:49:38,371 - wikidata12k_1n - [INFO] - [Epoch:125]: Training Loss:0.0009624 + +2023-05-08 16:49:38,586 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 16:49:59,827 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 16:50:12,128 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 16:50:33,535 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 16:50:45,707 - wikidata12k_1n - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.49606, Head : 0.35044, Avg : 0.42325 + +2023-05-08 16:50:45,707 - wikidata12k_1n - [INFO] - [Epoch 125]: Training Loss: 0.00096238, Valid MRR: 0.43146, + + + +2023-05-08 16:50:46,351 - wikidata12k_1n - [INFO] - [E:126| 0]: Train Loss:0.00097716, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:51:49,178 - wikidata12k_1n - [INFO] - [E:126| 100]: Train Loss:0.00096472, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:52:51,934 - wikidata12k_1n - [INFO] - [E:126| 200]: Train Loss:0.0009615, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:53:54,624 - wikidata12k_1n - [INFO] - [E:126| 300]: Train Loss:0.00096151, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:54:57,307 - wikidata12k_1n - [INFO] - [E:126| 400]: Train Loss:0.00096053, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:55:59,986 - wikidata12k_1n - [INFO] - [E:126| 500]: Train Loss:0.0009606, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:57:02,646 - wikidata12k_1n - [INFO] - [E:126| 600]: Train Loss:0.00096111, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:58:05,402 - wikidata12k_1n - [INFO] - [E:126| 700]: Train Loss:0.00096091, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:59:08,158 - wikidata12k_1n - [INFO] - [E:126| 800]: Train Loss:0.0009616, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:00:10,841 - wikidata12k_1n - [INFO] - [E:126| 900]: Train Loss:0.00096215, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:01:13,559 - wikidata12k_1n - [INFO] - [E:126| 1000]: Train Loss:0.00096209, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:02:16,249 - wikidata12k_1n - [INFO] - [E:126| 1100]: Train Loss:0.00096232, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:03:18,948 - wikidata12k_1n - [INFO] - [E:126| 1200]: Train Loss:0.0009624, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:04:21,623 - wikidata12k_1n - [INFO] - [E:126| 1300]: Train Loss:0.00096255, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:05:24,329 - wikidata12k_1n - [INFO] - [E:126| 1400]: Train Loss:0.00096219, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:06:27,102 - wikidata12k_1n - [INFO] - [E:126| 1500]: Train Loss:0.00096208, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:07:29,954 - wikidata12k_1n - [INFO] - [E:126| 1600]: Train Loss:0.00096167, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:08:10,962 - wikidata12k_1n - [INFO] - [Epoch:126]: Training Loss:0.0009619 + +2023-05-08 17:08:11,178 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 17:08:32,405 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 17:08:44,697 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 17:09:06,108 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 17:09:18,287 - wikidata12k_1n - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.50038, Head : 0.32039, Avg : 0.41039 + +2023-05-08 17:09:18,287 - wikidata12k_1n - [INFO] - [Epoch 126]: Training Loss: 0.0009619, Valid MRR: 0.43146, + + + +2023-05-08 17:09:18,928 - wikidata12k_1n - [INFO] - [E:127| 0]: Train Loss:0.00095821, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:10:21,725 - wikidata12k_1n - [INFO] - [E:127| 100]: Train Loss:0.00096271, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:11:24,484 - wikidata12k_1n - [INFO] - [E:127| 200]: Train Loss:0.00095951, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:12:27,282 - wikidata12k_1n - [INFO] - [E:127| 300]: Train Loss:0.00096036, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:13:29,989 - wikidata12k_1n - [INFO] - [E:127| 400]: Train Loss:0.00096031, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:14:32,660 - wikidata12k_1n - [INFO] - [E:127| 500]: Train Loss:0.00096135, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:15:35,464 - wikidata12k_1n - [INFO] - [E:127| 600]: Train Loss:0.00096145, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:16:38,269 - wikidata12k_1n - [INFO] - [E:127| 700]: Train Loss:0.00096173, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:17:41,063 - wikidata12k_1n - [INFO] - [E:127| 800]: Train Loss:0.00096203, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:18:43,910 - wikidata12k_1n - [INFO] - [E:127| 900]: Train Loss:0.00096183, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:19:46,680 - wikidata12k_1n - [INFO] - [E:127| 1000]: Train Loss:0.00096182, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:20:49,454 - wikidata12k_1n - [INFO] - [E:127| 1100]: Train Loss:0.00096159, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:21:52,116 - wikidata12k_1n - [INFO] - [E:127| 1200]: Train Loss:0.00096146, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:22:54,767 - wikidata12k_1n - [INFO] - [E:127| 1300]: Train Loss:0.00096129, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:23:57,427 - wikidata12k_1n - [INFO] - [E:127| 1400]: Train Loss:0.00096125, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:25:00,210 - wikidata12k_1n - [INFO] - [E:127| 1500]: Train Loss:0.0009614, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:26:02,955 - wikidata12k_1n - [INFO] - [E:127| 1600]: Train Loss:0.00096142, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:26:43,941 - wikidata12k_1n - [INFO] - [Epoch:127]: Training Loss:0.0009615 + +2023-05-08 17:26:44,156 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 17:27:05,412 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 17:27:17,699 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 17:27:39,081 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 17:27:51,258 - wikidata12k_1n - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.49204, Head : 0.32518, Avg : 0.40861 + +2023-05-08 17:27:51,258 - wikidata12k_1n - [INFO] - [Epoch 127]: Training Loss: 0.00096154, Valid MRR: 0.43146, + + + +2023-05-08 17:27:51,899 - wikidata12k_1n - [INFO] - [E:128| 0]: Train Loss:0.00092076, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:28:54,638 - wikidata12k_1n - [INFO] - [E:128| 100]: Train Loss:0.00096272, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:29:57,327 - wikidata12k_1n - [INFO] - [E:128| 200]: Train Loss:0.00096172, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:31:00,027 - wikidata12k_1n - [INFO] - [E:128| 300]: Train Loss:0.00096013, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:32:02,726 - wikidata12k_1n - [INFO] - [E:128| 400]: Train Loss:0.00095988, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:33:05,592 - wikidata12k_1n - [INFO] - [E:128| 500]: Train Loss:0.0009602, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:34:08,337 - wikidata12k_1n - [INFO] - [E:128| 600]: Train Loss:0.00096075, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:35:11,073 - wikidata12k_1n - [INFO] - [E:128| 700]: Train Loss:0.00096086, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:36:13,800 - wikidata12k_1n - [INFO] - [E:128| 800]: Train Loss:0.00096053, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:37:16,556 - wikidata12k_1n - [INFO] - [E:128| 900]: Train Loss:0.00096081, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:38:19,307 - wikidata12k_1n - [INFO] - [E:128| 1000]: Train Loss:0.00096122, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:39:22,016 - wikidata12k_1n - [INFO] - [E:128| 1100]: Train Loss:0.00096106, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:40:24,694 - wikidata12k_1n - [INFO] - [E:128| 1200]: Train Loss:0.00096107, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:41:27,357 - wikidata12k_1n - [INFO] - [E:128| 1300]: Train Loss:0.00096114, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:42:30,156 - wikidata12k_1n - [INFO] - [E:128| 1400]: Train Loss:0.00096106, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:43:32,923 - wikidata12k_1n - [INFO] - [E:128| 1500]: Train Loss:0.00096096, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:44:35,705 - wikidata12k_1n - [INFO] - [E:128| 1600]: Train Loss:0.00096096, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:45:16,737 - wikidata12k_1n - [INFO] - [Epoch:128]: Training Loss:0.0009613 + +2023-05-08 17:45:16,953 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 17:45:38,187 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 17:45:50,487 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 17:46:11,905 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 17:46:24,079 - wikidata12k_1n - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.4977, Head : 0.33417, Avg : 0.41593 + +2023-05-08 17:46:24,079 - wikidata12k_1n - [INFO] - [Epoch 128]: Training Loss: 0.00096133, Valid MRR: 0.43146, + + + +2023-05-08 17:46:24,723 - wikidata12k_1n - [INFO] - [E:129| 0]: Train Loss:0.0009519, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:47:27,442 - wikidata12k_1n - [INFO] - [E:129| 100]: Train Loss:0.0009615, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:48:30,125 - wikidata12k_1n - [INFO] - [E:129| 200]: Train Loss:0.00096043, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:49:32,794 - wikidata12k_1n - [INFO] - [E:129| 300]: Train Loss:0.00096066, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:50:35,570 - wikidata12k_1n - [INFO] - [E:129| 400]: Train Loss:0.00095986, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:51:38,231 - wikidata12k_1n - [INFO] - [E:129| 500]: Train Loss:0.00095978, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:52:40,908 - wikidata12k_1n - [INFO] - [E:129| 600]: Train Loss:0.00095967, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:53:43,619 - wikidata12k_1n - [INFO] - [E:129| 700]: Train Loss:0.00095955, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:54:46,298 - wikidata12k_1n - [INFO] - [E:129| 800]: Train Loss:0.00096018, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:55:48,996 - wikidata12k_1n - [INFO] - [E:129| 900]: Train Loss:0.00096049, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:56:51,675 - wikidata12k_1n - [INFO] - [E:129| 1000]: Train Loss:0.00096069, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:57:54,411 - wikidata12k_1n - [INFO] - [E:129| 1100]: Train Loss:0.00096067, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:58:57,287 - wikidata12k_1n - [INFO] - [E:129| 1200]: Train Loss:0.00096046, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:59:59,996 - wikidata12k_1n - [INFO] - [E:129| 1300]: Train Loss:0.00096054, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:01:02,690 - wikidata12k_1n - [INFO] - [E:129| 1400]: Train Loss:0.00096043, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:02:05,358 - wikidata12k_1n - [INFO] - [E:129| 1500]: Train Loss:0.00096053, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:03:08,109 - wikidata12k_1n - [INFO] - [E:129| 1600]: Train Loss:0.00096048, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:03:49,166 - wikidata12k_1n - [INFO] - [Epoch:129]: Training Loss:0.0009609 + +2023-05-08 18:03:49,382 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 18:04:10,623 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 18:04:22,920 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 18:04:44,325 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 18:04:56,503 - wikidata12k_1n - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.50022, Head : 0.35761, Avg : 0.42892 + MR: Tail : 664.89, Head : 713.6, Avg : 689.25 + Hit-1: Tail : 0.41147, Head : 0.25747, Avg : 0.33447 + Hit-3: Tail : 0.55102, Head : 0.40588, Avg : 0.47845 + Hit-10: Tail : 0.66479, Head : 0.56359, Avg : 0.61419 +2023-05-08 18:04:56,503 - wikidata12k_1n - [INFO] - [Epoch 129]: Training Loss: 0.00096089, Valid MRR: 0.43146, + + + +2023-05-08 18:04:57,146 - wikidata12k_1n - [INFO] - [E:130| 0]: Train Loss:0.0009266, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:05:59,927 - wikidata12k_1n - [INFO] - [E:130| 100]: Train Loss:0.00095487, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:07:02,691 - wikidata12k_1n - [INFO] - [E:130| 200]: Train Loss:0.00095533, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:08:05,559 - wikidata12k_1n - [INFO] - [E:130| 300]: Train Loss:0.00095732, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:09:08,314 - wikidata12k_1n - [INFO] - [E:130| 400]: Train Loss:0.00095941, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:10:11,072 - wikidata12k_1n - [INFO] - [E:130| 500]: Train Loss:0.0009592, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:11:13,839 - wikidata12k_1n - [INFO] - [E:130| 600]: Train Loss:0.00096008, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:12:16,621 - wikidata12k_1n - [INFO] - [E:130| 700]: Train Loss:0.00095981, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:13:19,375 - wikidata12k_1n - [INFO] - [E:130| 800]: Train Loss:0.00096032, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:14:22,155 - wikidata12k_1n - [INFO] - [E:130| 900]: Train Loss:0.00095989, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:15:24,923 - wikidata12k_1n - [INFO] - [E:130| 1000]: Train Loss:0.00095965, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:16:27,742 - wikidata12k_1n - [INFO] - [E:130| 1100]: Train Loss:0.0009597, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:17:30,439 - wikidata12k_1n - [INFO] - [E:130| 1200]: Train Loss:0.00095969, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:18:33,166 - wikidata12k_1n - [INFO] - [E:130| 1300]: Train Loss:0.00095971, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:19:35,854 - wikidata12k_1n - [INFO] - [E:130| 1400]: Train Loss:0.00095997, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:20:38,532 - wikidata12k_1n - [INFO] - [E:130| 1500]: Train Loss:0.00096005, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:21:41,210 - wikidata12k_1n - [INFO] - [E:130| 1600]: Train Loss:0.00096022, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:22:22,158 - wikidata12k_1n - [INFO] - [Epoch:130]: Training Loss:0.0009601 + +2023-05-08 18:22:22,372 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 18:22:43,586 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 18:22:55,873 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 18:23:17,246 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 18:23:29,405 - wikidata12k_1n - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.49582, Head : 0.3586, Avg : 0.42721 + +2023-05-08 18:23:29,405 - wikidata12k_1n - [INFO] - [Epoch 130]: Training Loss: 0.00096009, Valid MRR: 0.43146, + + + +2023-05-08 18:23:30,047 - wikidata12k_1n - [INFO] - [E:131| 0]: Train Loss:0.00094797, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:24:32,724 - wikidata12k_1n - [INFO] - [E:131| 100]: Train Loss:0.00095842, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:25:35,505 - wikidata12k_1n - [INFO] - [E:131| 200]: Train Loss:0.00095973, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:26:38,268 - wikidata12k_1n - [INFO] - [E:131| 300]: Train Loss:0.0009583, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:27:40,988 - wikidata12k_1n - [INFO] - [E:131| 400]: Train Loss:0.00095872, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:28:43,764 - wikidata12k_1n - [INFO] - [E:131| 500]: Train Loss:0.00095956, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:29:46,596 - wikidata12k_1n - [INFO] - [E:131| 600]: Train Loss:0.00095979, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:30:49,389 - wikidata12k_1n - [INFO] - [E:131| 700]: Train Loss:0.00095913, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:31:52,157 - wikidata12k_1n - [INFO] - [E:131| 800]: Train Loss:0.00095922, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:32:54,920 - wikidata12k_1n - [INFO] - [E:131| 900]: Train Loss:0.00095972, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:33:57,804 - wikidata12k_1n - [INFO] - [E:131| 1000]: Train Loss:0.00095991, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:35:00,609 - wikidata12k_1n - [INFO] - [E:131| 1100]: Train Loss:0.0009601, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:36:03,355 - wikidata12k_1n - [INFO] - [E:131| 1200]: Train Loss:0.00095997, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:37:06,075 - wikidata12k_1n - [INFO] - [E:131| 1300]: Train Loss:0.00095979, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:38:08,844 - wikidata12k_1n - [INFO] - [E:131| 1400]: Train Loss:0.00095994, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:39:11,549 - wikidata12k_1n - [INFO] - [E:131| 1500]: Train Loss:0.00095992, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:40:14,207 - wikidata12k_1n - [INFO] - [E:131| 1600]: Train Loss:0.0009597, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:40:55,163 - wikidata12k_1n - [INFO] - [Epoch:131]: Training Loss:0.0009596 + +2023-05-08 18:40:55,377 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 18:41:16,587 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 18:41:28,864 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 18:41:50,238 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 18:42:02,411 - wikidata12k_1n - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.49959, Head : 0.36722, Avg : 0.43341 + +2023-05-08 18:42:03,307 - wikidata12k_1n - [INFO] - [Epoch 131]: Training Loss: 0.00095964, Valid MRR: 0.43341, + + + +2023-05-08 18:42:03,958 - wikidata12k_1n - [INFO] - [E:132| 0]: Train Loss:0.00093199, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:43:06,824 - wikidata12k_1n - [INFO] - [E:132| 100]: Train Loss:0.00095736, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:44:09,611 - wikidata12k_1n - [INFO] - [E:132| 200]: Train Loss:0.00095787, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:45:12,387 - wikidata12k_1n - [INFO] - [E:132| 300]: Train Loss:0.00095838, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:46:15,115 - wikidata12k_1n - [INFO] - [E:132| 400]: Train Loss:0.00095942, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:47:17,798 - wikidata12k_1n - [INFO] - [E:132| 500]: Train Loss:0.00095939, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:48:20,483 - wikidata12k_1n - [INFO] - [E:132| 600]: Train Loss:0.00095891, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:49:23,210 - wikidata12k_1n - [INFO] - [E:132| 700]: Train Loss:0.00095879, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:50:25,908 - wikidata12k_1n - [INFO] - [E:132| 800]: Train Loss:0.00095892, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:51:28,767 - wikidata12k_1n - [INFO] - [E:132| 900]: Train Loss:0.00095884, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:52:31,507 - wikidata12k_1n - [INFO] - [E:132| 1000]: Train Loss:0.000959, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:53:34,228 - wikidata12k_1n - [INFO] - [E:132| 1100]: Train Loss:0.00095888, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:54:37,033 - wikidata12k_1n - [INFO] - [E:132| 1200]: Train Loss:0.00095887, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:55:39,826 - wikidata12k_1n - [INFO] - [E:132| 1300]: Train Loss:0.000959, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:56:42,654 - wikidata12k_1n - [INFO] - [E:132| 1400]: Train Loss:0.00095898, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:57:45,300 - wikidata12k_1n - [INFO] - [E:132| 1500]: Train Loss:0.0009591, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:58:47,952 - wikidata12k_1n - [INFO] - [E:132| 1600]: Train Loss:0.000959, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:59:28,922 - wikidata12k_1n - [INFO] - [Epoch:132]: Training Loss:0.0009591 + +2023-05-08 18:59:29,136 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 18:59:50,391 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 19:00:02,734 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 19:00:24,133 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 19:00:36,298 - wikidata12k_1n - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.49843, Head : 0.33853, Avg : 0.41848 + +2023-05-08 19:00:36,298 - wikidata12k_1n - [INFO] - [Epoch 132]: Training Loss: 0.00095908, Valid MRR: 0.43341, + + + +2023-05-08 19:00:36,943 - wikidata12k_1n - [INFO] - [E:133| 0]: Train Loss:0.0009542, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:01:39,692 - wikidata12k_1n - [INFO] - [E:133| 100]: Train Loss:0.00095729, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:02:42,426 - wikidata12k_1n - [INFO] - [E:133| 200]: Train Loss:0.00095597, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:03:45,159 - wikidata12k_1n - [INFO] - [E:133| 300]: Train Loss:0.0009558, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:04:47,929 - wikidata12k_1n - [INFO] - [E:133| 400]: Train Loss:0.00095573, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:05:50,717 - wikidata12k_1n - [INFO] - [E:133| 500]: Train Loss:0.00095579, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:06:53,453 - wikidata12k_1n - [INFO] - [E:133| 600]: Train Loss:0.00095598, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:07:56,212 - wikidata12k_1n - [INFO] - [E:133| 700]: Train Loss:0.00095715, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:08:59,011 - wikidata12k_1n - [INFO] - [E:133| 800]: Train Loss:0.00095761, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:10:01,663 - wikidata12k_1n - [INFO] - [E:133| 900]: Train Loss:0.00095762, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:11:04,391 - wikidata12k_1n - [INFO] - [E:133| 1000]: Train Loss:0.00095748, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:12:07,068 - wikidata12k_1n - [INFO] - [E:133| 1100]: Train Loss:0.00095781, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:13:09,728 - wikidata12k_1n - [INFO] - [E:133| 1200]: Train Loss:0.00095811, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:14:12,448 - wikidata12k_1n - [INFO] - [E:133| 1300]: Train Loss:0.00095809, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:15:15,171 - wikidata12k_1n - [INFO] - [E:133| 1400]: Train Loss:0.00095849, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:16:17,877 - wikidata12k_1n - [INFO] - [E:133| 1500]: Train Loss:0.00095875, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:17:20,634 - wikidata12k_1n - [INFO] - [E:133| 1600]: Train Loss:0.00095878, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:18:01,653 - wikidata12k_1n - [INFO] - [Epoch:133]: Training Loss:0.0009589 + +2023-05-08 19:18:01,869 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 19:18:23,101 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 19:18:35,389 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 19:18:56,795 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 19:19:08,959 - wikidata12k_1n - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.49755, Head : 0.35788, Avg : 0.42772 + +2023-05-08 19:19:08,959 - wikidata12k_1n - [INFO] - [Epoch 133]: Training Loss: 0.00095887, Valid MRR: 0.43341, + + + +2023-05-08 19:19:09,603 - wikidata12k_1n - [INFO] - [E:134| 0]: Train Loss:0.00094413, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:20:12,354 - wikidata12k_1n - [INFO] - [E:134| 100]: Train Loss:0.00095841, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:21:15,096 - wikidata12k_1n - [INFO] - [E:134| 200]: Train Loss:0.000958, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:22:17,821 - wikidata12k_1n - [INFO] - [E:134| 300]: Train Loss:0.00095759, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:23:20,561 - wikidata12k_1n - [INFO] - [E:134| 400]: Train Loss:0.00095748, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:24:23,297 - wikidata12k_1n - [INFO] - [E:134| 500]: Train Loss:0.0009574, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:25:26,078 - wikidata12k_1n - [INFO] - [E:134| 600]: Train Loss:0.00095743, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:26:28,935 - wikidata12k_1n - [INFO] - [E:134| 700]: Train Loss:0.00095738, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:27:31,600 - wikidata12k_1n - [INFO] - [E:134| 800]: Train Loss:0.00095784, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:28:34,288 - wikidata12k_1n - [INFO] - [E:134| 900]: Train Loss:0.00095815, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:29:37,082 - wikidata12k_1n - [INFO] - [E:134| 1000]: Train Loss:0.00095825, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:30:39,890 - wikidata12k_1n - [INFO] - [E:134| 1100]: Train Loss:0.00095836, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:31:42,688 - wikidata12k_1n - [INFO] - [E:134| 1200]: Train Loss:0.00095848, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:32:45,506 - wikidata12k_1n - [INFO] - [E:134| 1300]: Train Loss:0.00095853, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:33:48,292 - wikidata12k_1n - [INFO] - [E:134| 1400]: Train Loss:0.00095832, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:34:51,120 - wikidata12k_1n - [INFO] - [E:134| 1500]: Train Loss:0.00095828, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:35:53,791 - wikidata12k_1n - [INFO] - [E:134| 1600]: Train Loss:0.00095871, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:36:34,745 - wikidata12k_1n - [INFO] - [Epoch:134]: Training Loss:0.0009585 + +2023-05-08 19:36:34,960 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 19:36:56,194 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 19:37:08,482 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 19:37:29,872 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 19:37:42,036 - wikidata12k_1n - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.49233, Head : 0.3427, Avg : 0.41751 + +2023-05-08 19:37:42,036 - wikidata12k_1n - [INFO] - [Epoch 134]: Training Loss: 0.00095848, Valid MRR: 0.43341, + + + +2023-05-08 19:37:42,679 - wikidata12k_1n - [INFO] - [E:135| 0]: Train Loss:0.00094731, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:38:45,376 - wikidata12k_1n - [INFO] - [E:135| 100]: Train Loss:0.00095629, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:39:48,149 - wikidata12k_1n - [INFO] - [E:135| 200]: Train Loss:0.00095571, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:40:50,897 - wikidata12k_1n - [INFO] - [E:135| 300]: Train Loss:0.00095611, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:41:53,608 - wikidata12k_1n - [INFO] - [E:135| 400]: Train Loss:0.00095662, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:42:56,294 - wikidata12k_1n - [INFO] - [E:135| 500]: Train Loss:0.00095609, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:43:59,127 - wikidata12k_1n - [INFO] - [E:135| 600]: Train Loss:0.00095682, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:45:01,865 - wikidata12k_1n - [INFO] - [E:135| 700]: Train Loss:0.00095703, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:46:04,520 - wikidata12k_1n - [INFO] - [E:135| 800]: Train Loss:0.00095727, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:47:07,168 - wikidata12k_1n - [INFO] - [E:135| 900]: Train Loss:0.00095723, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:48:09,841 - wikidata12k_1n - [INFO] - [E:135| 1000]: Train Loss:0.00095721, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:49:12,530 - wikidata12k_1n - [INFO] - [E:135| 1100]: Train Loss:0.00095696, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:50:15,231 - wikidata12k_1n - [INFO] - [E:135| 1200]: Train Loss:0.00095748, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:51:17,940 - wikidata12k_1n - [INFO] - [E:135| 1300]: Train Loss:0.00095749, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:52:20,680 - wikidata12k_1n - [INFO] - [E:135| 1400]: Train Loss:0.00095735, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:53:23,370 - wikidata12k_1n - [INFO] - [E:135| 1500]: Train Loss:0.00095749, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:54:26,114 - wikidata12k_1n - [INFO] - [E:135| 1600]: Train Loss:0.00095771, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:55:07,122 - wikidata12k_1n - [INFO] - [Epoch:135]: Training Loss:0.0009578 + +2023-05-08 19:55:07,336 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 19:55:28,564 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 19:55:40,864 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 19:56:02,272 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 19:56:14,438 - wikidata12k_1n - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.49853, Head : 0.33852, Avg : 0.41852 + +2023-05-08 19:56:14,438 - wikidata12k_1n - [INFO] - [Epoch 135]: Training Loss: 0.00095784, Valid MRR: 0.43341, + + + +2023-05-08 19:56:15,079 - wikidata12k_1n - [INFO] - [E:136| 0]: Train Loss:0.0009598, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:57:17,791 - wikidata12k_1n - [INFO] - [E:136| 100]: Train Loss:0.00096003, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:58:20,469 - wikidata12k_1n - [INFO] - [E:136| 200]: Train Loss:0.00095723, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:59:23,146 - wikidata12k_1n - [INFO] - [E:136| 300]: Train Loss:0.0009574, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:00:25,940 - wikidata12k_1n - [INFO] - [E:136| 400]: Train Loss:0.00095731, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:01:28,741 - wikidata12k_1n - [INFO] - [E:136| 500]: Train Loss:0.00095699, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:02:31,538 - wikidata12k_1n - [INFO] - [E:136| 600]: Train Loss:0.00095719, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:03:34,308 - wikidata12k_1n - [INFO] - [E:136| 700]: Train Loss:0.00095679, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:04:37,104 - wikidata12k_1n - [INFO] - [E:136| 800]: Train Loss:0.00095689, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:05:39,878 - wikidata12k_1n - [INFO] - [E:136| 900]: Train Loss:0.00095702, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:06:42,669 - wikidata12k_1n - [INFO] - [E:136| 1000]: Train Loss:0.00095724, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:07:45,427 - wikidata12k_1n - [INFO] - [E:136| 1100]: Train Loss:0.00095706, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:08:48,093 - wikidata12k_1n - [INFO] - [E:136| 1200]: Train Loss:0.00095724, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:09:50,948 - wikidata12k_1n - [INFO] - [E:136| 1300]: Train Loss:0.00095737, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:10:53,741 - wikidata12k_1n - [INFO] - [E:136| 1400]: Train Loss:0.00095753, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:11:56,557 - wikidata12k_1n - [INFO] - [E:136| 1500]: Train Loss:0.0009578, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:12:59,375 - wikidata12k_1n - [INFO] - [E:136| 1600]: Train Loss:0.00095772, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:13:40,383 - wikidata12k_1n - [INFO] - [Epoch:136]: Training Loss:0.0009576 + +2023-05-08 20:13:40,597 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 20:14:01,810 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 20:14:14,082 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 20:14:35,449 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 20:14:47,615 - wikidata12k_1n - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.4926, Head : 0.37, Avg : 0.4313 + +2023-05-08 20:14:47,615 - wikidata12k_1n - [INFO] - [Epoch 136]: Training Loss: 0.00095764, Valid MRR: 0.43341, + + + +2023-05-08 20:14:48,254 - wikidata12k_1n - [INFO] - [E:137| 0]: Train Loss:0.00094444, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:15:50,929 - wikidata12k_1n - [INFO] - [E:137| 100]: Train Loss:0.0009526, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:16:53,624 - wikidata12k_1n - [INFO] - [E:137| 200]: Train Loss:0.00095373, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:17:56,370 - wikidata12k_1n - [INFO] - [E:137| 300]: Train Loss:0.0009537, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:18:59,139 - wikidata12k_1n - [INFO] - [E:137| 400]: Train Loss:0.00095472, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:20:01,852 - wikidata12k_1n - [INFO] - [E:137| 500]: Train Loss:0.00095381, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:21:04,546 - wikidata12k_1n - [INFO] - [E:137| 600]: Train Loss:0.00095433, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:22:07,195 - wikidata12k_1n - [INFO] - [E:137| 700]: Train Loss:0.00095453, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:23:09,916 - wikidata12k_1n - [INFO] - [E:137| 800]: Train Loss:0.00095562, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:24:12,732 - wikidata12k_1n - [INFO] - [E:137| 900]: Train Loss:0.00095607, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:25:15,517 - wikidata12k_1n - [INFO] - [E:137| 1000]: Train Loss:0.00095595, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:26:18,325 - wikidata12k_1n - [INFO] - [E:137| 1100]: Train Loss:0.00095587, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:27:21,129 - wikidata12k_1n - [INFO] - [E:137| 1200]: Train Loss:0.00095613, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:28:23,874 - wikidata12k_1n - [INFO] - [E:137| 1300]: Train Loss:0.00095635, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:29:26,532 - wikidata12k_1n - [INFO] - [E:137| 1400]: Train Loss:0.00095648, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:30:29,238 - wikidata12k_1n - [INFO] - [E:137| 1500]: Train Loss:0.00095663, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:31:31,910 - wikidata12k_1n - [INFO] - [E:137| 1600]: Train Loss:0.00095692, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:32:12,859 - wikidata12k_1n - [INFO] - [Epoch:137]: Training Loss:0.0009569 + +2023-05-08 20:32:13,073 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 20:32:34,283 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 20:32:46,595 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 20:33:07,975 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 20:33:20,134 - wikidata12k_1n - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.49875, Head : 0.31033, Avg : 0.40454 + +2023-05-08 20:33:20,134 - wikidata12k_1n - [INFO] - [Epoch 137]: Training Loss: 0.00095685, Valid MRR: 0.43341, + + + +2023-05-08 20:33:20,776 - wikidata12k_1n - [INFO] - [E:138| 0]: Train Loss:0.00094569, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:34:23,483 - wikidata12k_1n - [INFO] - [E:138| 100]: Train Loss:0.00095699, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:35:26,179 - wikidata12k_1n - [INFO] - [E:138| 200]: Train Loss:0.00095631, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:36:28,974 - wikidata12k_1n - [INFO] - [E:138| 300]: Train Loss:0.00095506, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:37:31,737 - wikidata12k_1n - [INFO] - [E:138| 400]: Train Loss:0.00095493, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:38:34,519 - wikidata12k_1n - [INFO] - [E:138| 500]: Train Loss:0.00095498, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:39:37,284 - wikidata12k_1n - [INFO] - [E:138| 600]: Train Loss:0.00095575, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:40:39,963 - wikidata12k_1n - [INFO] - [E:138| 700]: Train Loss:0.00095542, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:41:42,671 - wikidata12k_1n - [INFO] - [E:138| 800]: Train Loss:0.00095552, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:42:45,359 - wikidata12k_1n - [INFO] - [E:138| 900]: Train Loss:0.00095571, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:43:48,047 - wikidata12k_1n - [INFO] - [E:138| 1000]: Train Loss:0.00095655, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:44:50,807 - wikidata12k_1n - [INFO] - [E:138| 1100]: Train Loss:0.00095651, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:45:53,550 - wikidata12k_1n - [INFO] - [E:138| 1200]: Train Loss:0.0009567, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:46:56,350 - wikidata12k_1n - [INFO] - [E:138| 1300]: Train Loss:0.00095696, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:47:59,112 - wikidata12k_1n - [INFO] - [E:138| 1400]: Train Loss:0.00095705, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:49:01,840 - wikidata12k_1n - [INFO] - [E:138| 1500]: Train Loss:0.00095681, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:50:04,563 - wikidata12k_1n - [INFO] - [E:138| 1600]: Train Loss:0.00095672, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:50:45,515 - wikidata12k_1n - [INFO] - [Epoch:138]: Training Loss:0.0009567 + +2023-05-08 20:50:45,730 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 20:51:06,949 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 20:51:19,232 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 20:51:40,622 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 20:51:52,792 - wikidata12k_1n - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.49235, Head : 0.3521, Avg : 0.42222 + +2023-05-08 20:51:52,793 - wikidata12k_1n - [INFO] - [Epoch 138]: Training Loss: 0.0009567, Valid MRR: 0.43341, + + + +2023-05-08 20:51:53,433 - wikidata12k_1n - [INFO] - [E:139| 0]: Train Loss:0.00094208, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:52:56,221 - wikidata12k_1n - [INFO] - [E:139| 100]: Train Loss:0.00095677, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:53:58,911 - wikidata12k_1n - [INFO] - [E:139| 200]: Train Loss:0.00095632, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:55:01,598 - wikidata12k_1n - [INFO] - [E:139| 300]: Train Loss:0.0009552, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:56:04,272 - wikidata12k_1n - [INFO] - [E:139| 400]: Train Loss:0.00095477, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:57:06,948 - wikidata12k_1n - [INFO] - [E:139| 500]: Train Loss:0.0009541, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:58:09,661 - wikidata12k_1n - [INFO] - [E:139| 600]: Train Loss:0.00095466, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:59:12,393 - wikidata12k_1n - [INFO] - [E:139| 700]: Train Loss:0.00095462, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:00:15,111 - wikidata12k_1n - [INFO] - [E:139| 800]: Train Loss:0.0009544, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:01:17,917 - wikidata12k_1n - [INFO] - [E:139| 900]: Train Loss:0.00095473, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:02:20,703 - wikidata12k_1n - [INFO] - [E:139| 1000]: Train Loss:0.00095451, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:03:23,381 - wikidata12k_1n - [INFO] - [E:139| 1100]: Train Loss:0.00095496, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:04:26,109 - wikidata12k_1n - [INFO] - [E:139| 1200]: Train Loss:0.00095558, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:05:28,778 - wikidata12k_1n - [INFO] - [E:139| 1300]: Train Loss:0.00095581, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:06:31,466 - wikidata12k_1n - [INFO] - [E:139| 1400]: Train Loss:0.0009561, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:07:34,195 - wikidata12k_1n - [INFO] - [E:139| 1500]: Train Loss:0.00095607, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:08:36,886 - wikidata12k_1n - [INFO] - [E:139| 1600]: Train Loss:0.00095617, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:09:17,849 - wikidata12k_1n - [INFO] - [Epoch:139]: Training Loss:0.0009563 + +2023-05-08 21:09:18,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 21:09:39,293 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 21:09:51,578 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 21:10:13,038 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 21:10:25,200 - wikidata12k_1n - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.49899, Head : 0.35675, Avg : 0.42787 + MR: Tail : 669.08, Head : 727.89, Avg : 698.48 + Hit-1: Tail : 0.40944, Head : 0.25327, Avg : 0.33135 + Hit-3: Tail : 0.54855, Head : 0.41553, Avg : 0.48204 + Hit-10: Tail : 0.66939, Head : 0.55918, Avg : 0.61429 +2023-05-08 21:10:25,200 - wikidata12k_1n - [INFO] - [Epoch 139]: Training Loss: 0.00095635, Valid MRR: 0.43341, + + + +2023-05-08 21:10:25,842 - wikidata12k_1n - [INFO] - [E:140| 0]: Train Loss:0.00094575, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:11:28,585 - wikidata12k_1n - [INFO] - [E:140| 100]: Train Loss:0.00095305, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:12:31,386 - wikidata12k_1n - [INFO] - [E:140| 200]: Train Loss:0.00095173, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:13:34,170 - wikidata12k_1n - [INFO] - [E:140| 300]: Train Loss:0.00095322, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:14:36,900 - wikidata12k_1n - [INFO] - [E:140| 400]: Train Loss:0.00095377, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:15:39,624 - wikidata12k_1n - [INFO] - [E:140| 500]: Train Loss:0.00095497, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:16:42,309 - wikidata12k_1n - [INFO] - [E:140| 600]: Train Loss:0.00095489, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:17:44,993 - wikidata12k_1n - [INFO] - [E:140| 700]: Train Loss:0.00095496, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:18:47,742 - wikidata12k_1n - [INFO] - [E:140| 800]: Train Loss:0.00095554, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:19:50,596 - wikidata12k_1n - [INFO] - [E:140| 900]: Train Loss:0.00095589, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:20:53,431 - wikidata12k_1n - [INFO] - [E:140| 1000]: Train Loss:0.00095564, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:21:56,148 - wikidata12k_1n - [INFO] - [E:140| 1100]: Train Loss:0.00095528, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:22:58,927 - wikidata12k_1n - [INFO] - [E:140| 1200]: Train Loss:0.00095564, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:24:01,690 - wikidata12k_1n - [INFO] - [E:140| 1300]: Train Loss:0.00095577, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:25:04,462 - wikidata12k_1n - [INFO] - [E:140| 1400]: Train Loss:0.0009561, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:26:07,171 - wikidata12k_1n - [INFO] - [E:140| 1500]: Train Loss:0.000956, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:27:09,845 - wikidata12k_1n - [INFO] - [E:140| 1600]: Train Loss:0.00095615, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:27:50,926 - wikidata12k_1n - [INFO] - [Epoch:140]: Training Loss:0.0009562 + +2023-05-08 21:27:51,142 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 21:28:12,377 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 21:28:24,669 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 21:28:46,088 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 21:28:58,259 - wikidata12k_1n - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.49731, Head : 0.33475, Avg : 0.41603 + +2023-05-08 21:28:58,259 - wikidata12k_1n - [INFO] - [Epoch 140]: Training Loss: 0.00095619, Valid MRR: 0.43341, + + + +2023-05-08 21:28:58,902 - wikidata12k_1n - [INFO] - [E:141| 0]: Train Loss:0.00094404, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:30:01,673 - wikidata12k_1n - [INFO] - [E:141| 100]: Train Loss:0.0009549, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:31:04,464 - wikidata12k_1n - [INFO] - [E:141| 200]: Train Loss:0.00095606, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:32:07,159 - wikidata12k_1n - [INFO] - [E:141| 300]: Train Loss:0.00095551, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:33:09,868 - wikidata12k_1n - [INFO] - [E:141| 400]: Train Loss:0.00095451, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:34:12,586 - wikidata12k_1n - [INFO] - [E:141| 500]: Train Loss:0.00095579, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:35:15,292 - wikidata12k_1n - [INFO] - [E:141| 600]: Train Loss:0.00095491, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:36:18,156 - wikidata12k_1n - [INFO] - [E:141| 700]: Train Loss:0.00095496, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:37:20,906 - wikidata12k_1n - [INFO] - [E:141| 800]: Train Loss:0.00095491, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:38:23,558 - wikidata12k_1n - [INFO] - [E:141| 900]: Train Loss:0.00095524, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:39:26,229 - wikidata12k_1n - [INFO] - [E:141| 1000]: Train Loss:0.00095544, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:40:28,938 - wikidata12k_1n - [INFO] - [E:141| 1100]: Train Loss:0.00095548, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:41:31,606 - wikidata12k_1n - [INFO] - [E:141| 1200]: Train Loss:0.00095553, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:42:34,300 - wikidata12k_1n - [INFO] - [E:141| 1300]: Train Loss:0.00095558, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:43:37,001 - wikidata12k_1n - [INFO] - [E:141| 1400]: Train Loss:0.00095585, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:44:39,674 - wikidata12k_1n - [INFO] - [E:141| 1500]: Train Loss:0.00095579, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:45:42,468 - wikidata12k_1n - [INFO] - [E:141| 1600]: Train Loss:0.00095572, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:46:23,505 - wikidata12k_1n - [INFO] - [Epoch:141]: Training Loss:0.0009557 + +2023-05-08 21:46:23,719 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 21:46:44,956 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 21:46:57,242 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 21:47:18,635 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 21:47:30,801 - wikidata12k_1n - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.49732, Head : 0.3605, Avg : 0.42891 + +2023-05-08 21:47:30,801 - wikidata12k_1n - [INFO] - [Epoch 141]: Training Loss: 0.00095569, Valid MRR: 0.43341, + + + +2023-05-08 21:47:31,443 - wikidata12k_1n - [INFO] - [E:142| 0]: Train Loss:0.0009476, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:48:34,204 - wikidata12k_1n - [INFO] - [E:142| 100]: Train Loss:0.00095617, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:49:36,986 - wikidata12k_1n - [INFO] - [E:142| 200]: Train Loss:0.00095608, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:50:39,753 - wikidata12k_1n - [INFO] - [E:142| 300]: Train Loss:0.00095503, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:51:42,454 - wikidata12k_1n - [INFO] - [E:142| 400]: Train Loss:0.00095471, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:52:45,139 - wikidata12k_1n - [INFO] - [E:142| 500]: Train Loss:0.00095404, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:53:47,899 - wikidata12k_1n - [INFO] - [E:142| 600]: Train Loss:0.00095418, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:54:50,589 - wikidata12k_1n - [INFO] - [E:142| 700]: Train Loss:0.00095445, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:55:53,287 - wikidata12k_1n - [INFO] - [E:142| 800]: Train Loss:0.00095464, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:56:56,088 - wikidata12k_1n - [INFO] - [E:142| 900]: Train Loss:0.00095482, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:57:58,903 - wikidata12k_1n - [INFO] - [E:142| 1000]: Train Loss:0.00095486, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:59:01,616 - wikidata12k_1n - [INFO] - [E:142| 1100]: Train Loss:0.00095486, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:00:04,429 - wikidata12k_1n - [INFO] - [E:142| 1200]: Train Loss:0.00095497, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:01:07,221 - wikidata12k_1n - [INFO] - [E:142| 1300]: Train Loss:0.00095489, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:02:09,993 - wikidata12k_1n - [INFO] - [E:142| 1400]: Train Loss:0.00095493, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:03:12,778 - wikidata12k_1n - [INFO] - [E:142| 1500]: Train Loss:0.00095501, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:04:15,473 - wikidata12k_1n - [INFO] - [E:142| 1600]: Train Loss:0.00095507, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:04:56,443 - wikidata12k_1n - [INFO] - [Epoch:142]: Training Loss:0.000955 + +2023-05-08 22:04:56,657 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 22:05:17,869 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 22:05:30,157 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 22:05:51,549 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 22:06:03,713 - wikidata12k_1n - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.49487, Head : 0.36833, Avg : 0.4316 + +2023-05-08 22:06:03,713 - wikidata12k_1n - [INFO] - [Epoch 142]: Training Loss: 0.00095505, Valid MRR: 0.43341, + + + +2023-05-08 22:06:04,355 - wikidata12k_1n - [INFO] - [E:143| 0]: Train Loss:0.00096679, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:07:07,043 - wikidata12k_1n - [INFO] - [E:143| 100]: Train Loss:0.00095676, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:08:09,733 - wikidata12k_1n - [INFO] - [E:143| 200]: Train Loss:0.00095552, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:09:12,490 - wikidata12k_1n - [INFO] - [E:143| 300]: Train Loss:0.00095483, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:10:15,157 - wikidata12k_1n - [INFO] - [E:143| 400]: Train Loss:0.00095438, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:11:17,976 - wikidata12k_1n - [INFO] - [E:143| 500]: Train Loss:0.00095382, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:12:20,778 - wikidata12k_1n - [INFO] - [E:143| 600]: Train Loss:0.00095358, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:13:23,511 - wikidata12k_1n - [INFO] - [E:143| 700]: Train Loss:0.00095353, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:14:26,173 - wikidata12k_1n - [INFO] - [E:143| 800]: Train Loss:0.00095403, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:15:28,830 - wikidata12k_1n - [INFO] - [E:143| 900]: Train Loss:0.00095384, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:16:31,579 - wikidata12k_1n - [INFO] - [E:143| 1000]: Train Loss:0.0009537, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:17:34,402 - wikidata12k_1n - [INFO] - [E:143| 1100]: Train Loss:0.00095378, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:18:37,191 - wikidata12k_1n - [INFO] - [E:143| 1200]: Train Loss:0.00095395, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:19:39,963 - wikidata12k_1n - [INFO] - [E:143| 1300]: Train Loss:0.00095394, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:20:42,775 - wikidata12k_1n - [INFO] - [E:143| 1400]: Train Loss:0.000954, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:21:45,491 - wikidata12k_1n - [INFO] - [E:143| 1500]: Train Loss:0.00095423, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:22:48,168 - wikidata12k_1n - [INFO] - [E:143| 1600]: Train Loss:0.00095451, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:23:29,113 - wikidata12k_1n - [INFO] - [Epoch:143]: Training Loss:0.0009546 + +2023-05-08 22:23:29,330 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 22:23:50,548 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 22:24:02,831 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 22:24:24,217 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 22:24:36,388 - wikidata12k_1n - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.50144, Head : 0.32245, Avg : 0.41195 + +2023-05-08 22:24:36,388 - wikidata12k_1n - [INFO] - [Epoch 143]: Training Loss: 0.00095463, Valid MRR: 0.43341, + + + +2023-05-08 22:24:37,036 - wikidata12k_1n - [INFO] - [E:144| 0]: Train Loss:0.00094148, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:25:39,716 - wikidata12k_1n - [INFO] - [E:144| 100]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:26:42,476 - wikidata12k_1n - [INFO] - [E:144| 200]: Train Loss:0.00094973, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:27:45,251 - wikidata12k_1n - [INFO] - [E:144| 300]: Train Loss:0.00095318, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:28:48,065 - wikidata12k_1n - [INFO] - [E:144| 400]: Train Loss:0.00095334, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:29:50,835 - wikidata12k_1n - [INFO] - [E:144| 500]: Train Loss:0.00095315, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:30:53,538 - wikidata12k_1n - [INFO] - [E:144| 600]: Train Loss:0.000953, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:31:56,345 - wikidata12k_1n - [INFO] - [E:144| 700]: Train Loss:0.00095334, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:32:59,176 - wikidata12k_1n - [INFO] - [E:144| 800]: Train Loss:0.0009539, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:34:02,000 - wikidata12k_1n - [INFO] - [E:144| 900]: Train Loss:0.00095387, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:35:04,779 - wikidata12k_1n - [INFO] - [E:144| 1000]: Train Loss:0.00095411, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:36:07,489 - wikidata12k_1n - [INFO] - [E:144| 1100]: Train Loss:0.00095456, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:37:10,340 - wikidata12k_1n - [INFO] - [E:144| 1200]: Train Loss:0.0009547, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:38:13,098 - wikidata12k_1n - [INFO] - [E:144| 1300]: Train Loss:0.00095457, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:39:15,847 - wikidata12k_1n - [INFO] - [E:144| 1400]: Train Loss:0.00095457, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:40:18,599 - wikidata12k_1n - [INFO] - [E:144| 1500]: Train Loss:0.00095461, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:41:21,385 - wikidata12k_1n - [INFO] - [E:144| 1600]: Train Loss:0.00095454, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:42:02,396 - wikidata12k_1n - [INFO] - [Epoch:144]: Training Loss:0.0009546 + +2023-05-08 22:42:02,612 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 22:42:23,842 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 22:42:36,149 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 22:42:57,542 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 22:43:09,717 - wikidata12k_1n - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.50323, Head : 0.36022, Avg : 0.43172 + +2023-05-08 22:43:09,717 - wikidata12k_1n - [INFO] - [Epoch 144]: Training Loss: 0.0009546, Valid MRR: 0.43341, + + + +2023-05-08 22:43:10,361 - wikidata12k_1n - [INFO] - [E:145| 0]: Train Loss:0.00094267, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:44:13,071 - wikidata12k_1n - [INFO] - [E:145| 100]: Train Loss:0.00095094, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:45:15,764 - wikidata12k_1n - [INFO] - [E:145| 200]: Train Loss:0.00095121, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:46:18,548 - wikidata12k_1n - [INFO] - [E:145| 300]: Train Loss:0.00095202, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:47:21,293 - wikidata12k_1n - [INFO] - [E:145| 400]: Train Loss:0.00095186, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:48:24,041 - wikidata12k_1n - [INFO] - [E:145| 500]: Train Loss:0.00095166, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:49:26,809 - wikidata12k_1n - [INFO] - [E:145| 600]: Train Loss:0.00095193, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:50:29,493 - wikidata12k_1n - [INFO] - [E:145| 700]: Train Loss:0.00095197, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:51:32,211 - wikidata12k_1n - [INFO] - [E:145| 800]: Train Loss:0.00095243, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:52:34,916 - wikidata12k_1n - [INFO] - [E:145| 900]: Train Loss:0.00095282, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:53:37,597 - wikidata12k_1n - [INFO] - [E:145| 1000]: Train Loss:0.00095286, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:54:40,370 - wikidata12k_1n - [INFO] - [E:145| 1100]: Train Loss:0.00095307, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:55:43,142 - wikidata12k_1n - [INFO] - [E:145| 1200]: Train Loss:0.00095345, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:56:45,876 - wikidata12k_1n - [INFO] - [E:145| 1300]: Train Loss:0.00095355, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:57:48,691 - wikidata12k_1n - [INFO] - [E:145| 1400]: Train Loss:0.0009537, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:58:51,446 - wikidata12k_1n - [INFO] - [E:145| 1500]: Train Loss:0.00095392, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:59:54,183 - wikidata12k_1n - [INFO] - [E:145| 1600]: Train Loss:0.00095411, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:00:35,192 - wikidata12k_1n - [INFO] - [Epoch:145]: Training Loss:0.0009542 + +2023-05-08 23:00:35,406 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 23:00:56,620 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 23:01:08,907 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 23:01:30,299 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 23:01:42,463 - wikidata12k_1n - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.5011, Head : 0.36229, Avg : 0.43169 + +2023-05-08 23:01:42,463 - wikidata12k_1n - [INFO] - [Epoch 145]: Training Loss: 0.00095422, Valid MRR: 0.43341, + + + +2023-05-08 23:01:43,102 - wikidata12k_1n - [INFO] - [E:146| 0]: Train Loss:0.00098984, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:02:45,823 - wikidata12k_1n - [INFO] - [E:146| 100]: Train Loss:0.00095551, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:03:48,633 - wikidata12k_1n - [INFO] - [E:146| 200]: Train Loss:0.00095319, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:04:51,316 - wikidata12k_1n - [INFO] - [E:146| 300]: Train Loss:0.00095362, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:05:53,987 - wikidata12k_1n - [INFO] - [E:146| 400]: Train Loss:0.00095198, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:06:56,667 - wikidata12k_1n - [INFO] - [E:146| 500]: Train Loss:0.00095125, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:07:59,336 - wikidata12k_1n - [INFO] - [E:146| 600]: Train Loss:0.00095175, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:09:02,002 - wikidata12k_1n - [INFO] - [E:146| 700]: Train Loss:0.00095213, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:10:04,646 - wikidata12k_1n - [INFO] - [E:146| 800]: Train Loss:0.0009527, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:11:07,306 - wikidata12k_1n - [INFO] - [E:146| 900]: Train Loss:0.00095311, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:12:10,047 - wikidata12k_1n - [INFO] - [E:146| 1000]: Train Loss:0.00095363, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:13:12,759 - wikidata12k_1n - [INFO] - [E:146| 1100]: Train Loss:0.00095401, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:14:15,527 - wikidata12k_1n - [INFO] - [E:146| 1200]: Train Loss:0.00095387, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:15:18,274 - wikidata12k_1n - [INFO] - [E:146| 1300]: Train Loss:0.00095363, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:16:21,008 - wikidata12k_1n - [INFO] - [E:146| 1400]: Train Loss:0.00095353, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:17:23,731 - wikidata12k_1n - [INFO] - [E:146| 1500]: Train Loss:0.00095355, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:18:26,472 - wikidata12k_1n - [INFO] - [E:146| 1600]: Train Loss:0.00095368, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:19:07,471 - wikidata12k_1n - [INFO] - [Epoch:146]: Training Loss:0.0009536 + +2023-05-08 23:19:07,687 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 23:19:28,936 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 23:19:41,222 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 23:20:02,617 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 23:20:14,789 - wikidata12k_1n - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.49893, Head : 0.35996, Avg : 0.42944 + +2023-05-08 23:20:14,789 - wikidata12k_1n - [INFO] - [Epoch 146]: Training Loss: 0.00095356, Valid MRR: 0.43341, + + + +2023-05-08 23:20:15,430 - wikidata12k_1n - [INFO] - [E:147| 0]: Train Loss:0.00093759, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:21:18,271 - wikidata12k_1n - [INFO] - [E:147| 100]: Train Loss:0.0009529, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:22:21,091 - wikidata12k_1n - [INFO] - [E:147| 200]: Train Loss:0.00095295, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:23:23,864 - wikidata12k_1n - [INFO] - [E:147| 300]: Train Loss:0.000954, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:24:26,655 - wikidata12k_1n - [INFO] - [E:147| 400]: Train Loss:0.00095465, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:25:29,493 - wikidata12k_1n - [INFO] - [E:147| 500]: Train Loss:0.00095366, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:26:32,295 - wikidata12k_1n - [INFO] - [E:147| 600]: Train Loss:0.0009534, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:27:35,077 - wikidata12k_1n - [INFO] - [E:147| 700]: Train Loss:0.00095314, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:28:37,751 - wikidata12k_1n - [INFO] - [E:147| 800]: Train Loss:0.00095354, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:29:40,527 - wikidata12k_1n - [INFO] - [E:147| 900]: Train Loss:0.00095323, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:30:43,324 - wikidata12k_1n - [INFO] - [E:147| 1000]: Train Loss:0.00095312, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:31:46,124 - wikidata12k_1n - [INFO] - [E:147| 1100]: Train Loss:0.00095307, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:32:48,895 - wikidata12k_1n - [INFO] - [E:147| 1200]: Train Loss:0.00095311, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:33:51,617 - wikidata12k_1n - [INFO] - [E:147| 1300]: Train Loss:0.0009532, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:34:54,392 - wikidata12k_1n - [INFO] - [E:147| 1400]: Train Loss:0.00095342, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:35:57,140 - wikidata12k_1n - [INFO] - [E:147| 1500]: Train Loss:0.00095332, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:36:59,882 - wikidata12k_1n - [INFO] - [E:147| 1600]: Train Loss:0.00095326, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:37:40,915 - wikidata12k_1n - [INFO] - [Epoch:147]: Training Loss:0.0009532 + +2023-05-08 23:37:41,131 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 23:38:02,386 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 23:38:14,735 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 23:38:36,163 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 23:38:48,334 - wikidata12k_1n - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.49906, Head : 0.3424, Avg : 0.42073 + +2023-05-08 23:38:48,334 - wikidata12k_1n - [INFO] - [Epoch 147]: Training Loss: 0.00095324, Valid MRR: 0.43341, + + + +2023-05-08 23:38:48,977 - wikidata12k_1n - [INFO] - [E:148| 0]: Train Loss:0.00093179, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:39:51,810 - wikidata12k_1n - [INFO] - [E:148| 100]: Train Loss:0.00095115, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:40:54,458 - wikidata12k_1n - [INFO] - [E:148| 200]: Train Loss:0.00095138, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:41:57,170 - wikidata12k_1n - [INFO] - [E:148| 300]: Train Loss:0.00095227, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:42:59,894 - wikidata12k_1n - [INFO] - [E:148| 400]: Train Loss:0.0009521, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:44:02,606 - wikidata12k_1n - [INFO] - [E:148| 500]: Train Loss:0.00095218, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:45:05,403 - wikidata12k_1n - [INFO] - [E:148| 600]: Train Loss:0.0009525, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:46:08,124 - wikidata12k_1n - [INFO] - [E:148| 700]: Train Loss:0.00095254, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:47:10,960 - wikidata12k_1n - [INFO] - [E:148| 800]: Train Loss:0.00095253, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:48:13,733 - wikidata12k_1n - [INFO] - [E:148| 900]: Train Loss:0.00095316, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:49:16,439 - wikidata12k_1n - [INFO] - [E:148| 1000]: Train Loss:0.00095277, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:50:19,131 - wikidata12k_1n - [INFO] - [E:148| 1100]: Train Loss:0.00095264, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:51:21,834 - wikidata12k_1n - [INFO] - [E:148| 1200]: Train Loss:0.00095248, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:52:24,588 - wikidata12k_1n - [INFO] - [E:148| 1300]: Train Loss:0.00095237, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:53:27,337 - wikidata12k_1n - [INFO] - [E:148| 1400]: Train Loss:0.00095263, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:54:30,094 - wikidata12k_1n - [INFO] - [E:148| 1500]: Train Loss:0.00095268, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:55:32,864 - wikidata12k_1n - [INFO] - [E:148| 1600]: Train Loss:0.00095285, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:56:13,840 - wikidata12k_1n - [INFO] - [Epoch:148]: Training Loss:0.0009527 + +2023-05-08 23:56:14,055 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 23:56:35,293 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 23:56:47,586 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 23:57:08,972 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 23:57:21,146 - wikidata12k_1n - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.49613, Head : 0.36077, Avg : 0.42845 + +2023-05-08 23:57:21,146 - wikidata12k_1n - [INFO] - [Epoch 148]: Training Loss: 0.00095274, Valid MRR: 0.43341, + + + +2023-05-08 23:57:21,790 - wikidata12k_1n - [INFO] - [E:149| 0]: Train Loss:0.00092637, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:58:24,520 - wikidata12k_1n - [INFO] - [E:149| 100]: Train Loss:0.00095084, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:59:27,223 - wikidata12k_1n - [INFO] - [E:149| 200]: Train Loss:0.00095068, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:00:29,971 - wikidata12k_1n - [INFO] - [E:149| 300]: Train Loss:0.00095114, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:01:32,774 - wikidata12k_1n - [INFO] - [E:149| 400]: Train Loss:0.00095109, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:02:35,501 - wikidata12k_1n - [INFO] - [E:149| 500]: Train Loss:0.00095136, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:03:38,301 - wikidata12k_1n - [INFO] - [E:149| 600]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:04:41,086 - wikidata12k_1n - [INFO] - [E:149| 700]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:05:43,775 - wikidata12k_1n - [INFO] - [E:149| 800]: Train Loss:0.00095179, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:06:46,461 - wikidata12k_1n - [INFO] - [E:149| 900]: Train Loss:0.00095195, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:07:49,189 - wikidata12k_1n - [INFO] - [E:149| 1000]: Train Loss:0.00095203, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:08:51,982 - wikidata12k_1n - [INFO] - [E:149| 1100]: Train Loss:0.00095225, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:09:54,711 - wikidata12k_1n - [INFO] - [E:149| 1200]: Train Loss:0.00095229, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:10:57,385 - wikidata12k_1n - [INFO] - [E:149| 1300]: Train Loss:0.00095235, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:12:00,162 - wikidata12k_1n - [INFO] - [E:149| 1400]: Train Loss:0.0009526, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:13:02,987 - wikidata12k_1n - [INFO] - [E:149| 1500]: Train Loss:0.00095268, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:14:05,719 - wikidata12k_1n - [INFO] - [E:149| 1600]: Train Loss:0.0009527, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:14:46,719 - wikidata12k_1n - [INFO] - [Epoch:149]: Training Loss:0.0009529 + +2023-05-09 00:14:46,933 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 00:15:08,172 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 00:15:20,470 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 00:15:41,869 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 00:15:54,033 - wikidata12k_1n - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.50408, Head : 0.33338, Avg : 0.41873 + MR: Tail : 709.24, Head : 757.17, Avg : 733.21 + Hit-1: Tail : 0.41899, Head : 0.23253, Avg : 0.32576 + Hit-3: Tail : 0.55057, Head : 0.37896, Avg : 0.46477 + Hit-10: Tail : 0.66053, Head : 0.54048, Avg : 0.6005 +2023-05-09 00:15:54,033 - wikidata12k_1n - [INFO] - [Epoch 149]: Training Loss: 0.00095293, Valid MRR: 0.43341, + + + +2023-05-09 00:15:54,675 - wikidata12k_1n - [INFO] - [E:150| 0]: Train Loss:0.00093098, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:16:57,429 - wikidata12k_1n - [INFO] - [E:150| 100]: Train Loss:0.0009559, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:18:00,212 - wikidata12k_1n - [INFO] - [E:150| 200]: Train Loss:0.00095469, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:19:02,961 - wikidata12k_1n - [INFO] - [E:150| 300]: Train Loss:0.00095201, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:20:05,705 - wikidata12k_1n - [INFO] - [E:150| 400]: Train Loss:0.00095157, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:21:08,456 - wikidata12k_1n - [INFO] - [E:150| 500]: Train Loss:0.00095188, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:22:11,334 - wikidata12k_1n - [INFO] - [E:150| 600]: Train Loss:0.00095189, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:23:14,081 - wikidata12k_1n - [INFO] - [E:150| 700]: Train Loss:0.00095226, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:24:16,831 - wikidata12k_1n - [INFO] - [E:150| 800]: Train Loss:0.00095185, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:25:19,620 - wikidata12k_1n - [INFO] - [E:150| 900]: Train Loss:0.00095181, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:26:22,420 - wikidata12k_1n - [INFO] - [E:150| 1000]: Train Loss:0.00095172, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:27:25,195 - wikidata12k_1n - [INFO] - [E:150| 1100]: Train Loss:0.00095183, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:28:27,876 - wikidata12k_1n - [INFO] - [E:150| 1200]: Train Loss:0.00095202, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:29:30,512 - wikidata12k_1n - [INFO] - [E:150| 1300]: Train Loss:0.00095209, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:30:33,359 - wikidata12k_1n - [INFO] - [E:150| 1400]: Train Loss:0.00095215, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:31:36,055 - wikidata12k_1n - [INFO] - [E:150| 1500]: Train Loss:0.00095245, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:32:38,748 - wikidata12k_1n - [INFO] - [E:150| 1600]: Train Loss:0.00095248, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:33:19,791 - wikidata12k_1n - [INFO] - [Epoch:150]: Training Loss:0.0009526 + +2023-05-09 00:33:20,005 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 00:33:41,211 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 00:33:53,493 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 00:34:14,872 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 00:34:27,048 - wikidata12k_1n - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.4996, Head : 0.33965, Avg : 0.41963 + +2023-05-09 00:34:27,048 - wikidata12k_1n - [INFO] - [Epoch 150]: Training Loss: 0.00095258, Valid MRR: 0.43341, + + + +2023-05-09 00:34:27,687 - wikidata12k_1n - [INFO] - [E:151| 0]: Train Loss:0.00092536, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:35:30,351 - wikidata12k_1n - [INFO] - [E:151| 100]: Train Loss:0.00094974, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:36:32,997 - wikidata12k_1n - [INFO] - [E:151| 200]: Train Loss:0.00094826, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:37:35,671 - wikidata12k_1n - [INFO] - [E:151| 300]: Train Loss:0.00094931, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:38:38,453 - wikidata12k_1n - [INFO] - [E:151| 400]: Train Loss:0.00094995, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:39:41,268 - wikidata12k_1n - [INFO] - [E:151| 500]: Train Loss:0.00095024, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:40:44,024 - wikidata12k_1n - [INFO] - [E:151| 600]: Train Loss:0.00095066, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:41:46,815 - wikidata12k_1n - [INFO] - [E:151| 700]: Train Loss:0.00095057, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:42:49,529 - wikidata12k_1n - [INFO] - [E:151| 800]: Train Loss:0.00095088, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:43:52,341 - wikidata12k_1n - [INFO] - [E:151| 900]: Train Loss:0.00095126, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:44:55,131 - wikidata12k_1n - [INFO] - [E:151| 1000]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:45:57,796 - wikidata12k_1n - [INFO] - [E:151| 1100]: Train Loss:0.00095145, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:47:00,565 - wikidata12k_1n - [INFO] - [E:151| 1200]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:48:03,467 - wikidata12k_1n - [INFO] - [E:151| 1300]: Train Loss:0.00095147, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:49:06,218 - wikidata12k_1n - [INFO] - [E:151| 1400]: Train Loss:0.00095174, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:50:08,911 - wikidata12k_1n - [INFO] - [E:151| 1500]: Train Loss:0.00095182, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:51:11,620 - wikidata12k_1n - [INFO] - [E:151| 1600]: Train Loss:0.00095191, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:51:52,553 - wikidata12k_1n - [INFO] - [Epoch:151]: Training Loss:0.0009521 + +2023-05-09 00:51:52,769 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 00:52:13,991 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 00:52:26,286 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 00:52:47,676 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 00:52:59,834 - wikidata12k_1n - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.49777, Head : 0.3496, Avg : 0.42369 + +2023-05-09 00:52:59,834 - wikidata12k_1n - [INFO] - [Epoch 151]: Training Loss: 0.00095205, Valid MRR: 0.43341, + + + +2023-05-09 00:53:00,477 - wikidata12k_1n - [INFO] - [E:152| 0]: Train Loss:0.00095469, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:54:03,173 - wikidata12k_1n - [INFO] - [E:152| 100]: Train Loss:0.00095246, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:55:05,970 - wikidata12k_1n - [INFO] - [E:152| 200]: Train Loss:0.00095034, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:56:08,786 - wikidata12k_1n - [INFO] - [E:152| 300]: Train Loss:0.00094901, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:57:11,572 - wikidata12k_1n - [INFO] - [E:152| 400]: Train Loss:0.00094966, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:58:14,256 - wikidata12k_1n - [INFO] - [E:152| 500]: Train Loss:0.00094998, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:59:17,007 - wikidata12k_1n - [INFO] - [E:152| 600]: Train Loss:0.00094987, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:00:19,719 - wikidata12k_1n - [INFO] - [E:152| 700]: Train Loss:0.00095022, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:01:22,418 - wikidata12k_1n - [INFO] - [E:152| 800]: Train Loss:0.00095101, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:02:25,107 - wikidata12k_1n - [INFO] - [E:152| 900]: Train Loss:0.00095078, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:03:27,851 - wikidata12k_1n - [INFO] - [E:152| 1000]: Train Loss:0.00095119, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:04:30,534 - wikidata12k_1n - [INFO] - [E:152| 1100]: Train Loss:0.00095146, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:05:33,312 - wikidata12k_1n - [INFO] - [E:152| 1200]: Train Loss:0.00095169, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:06:35,989 - wikidata12k_1n - [INFO] - [E:152| 1300]: Train Loss:0.00095179, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:07:38,694 - wikidata12k_1n - [INFO] - [E:152| 1400]: Train Loss:0.00095206, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:08:41,516 - wikidata12k_1n - [INFO] - [E:152| 1500]: Train Loss:0.00095202, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:09:44,313 - wikidata12k_1n - [INFO] - [E:152| 1600]: Train Loss:0.00095206, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:10:25,338 - wikidata12k_1n - [INFO] - [Epoch:152]: Training Loss:0.000952 + +2023-05-09 01:10:25,554 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 01:10:46,781 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 01:10:59,070 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 01:11:20,485 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 01:11:32,665 - wikidata12k_1n - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.49952, Head : 0.30624, Avg : 0.40288 + +2023-05-09 01:11:32,666 - wikidata12k_1n - [INFO] - [Epoch 152]: Training Loss: 0.00095198, Valid MRR: 0.43341, + + + +2023-05-09 01:11:33,307 - wikidata12k_1n - [INFO] - [E:153| 0]: Train Loss:0.00094975, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:12:36,117 - wikidata12k_1n - [INFO] - [E:153| 100]: Train Loss:0.00095259, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:13:38,873 - wikidata12k_1n - [INFO] - [E:153| 200]: Train Loss:0.0009492, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:14:41,626 - wikidata12k_1n - [INFO] - [E:153| 300]: Train Loss:0.00094861, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:15:44,301 - wikidata12k_1n - [INFO] - [E:153| 400]: Train Loss:0.00094964, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:16:47,098 - wikidata12k_1n - [INFO] - [E:153| 500]: Train Loss:0.00094924, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:17:49,874 - wikidata12k_1n - [INFO] - [E:153| 600]: Train Loss:0.00095015, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:18:52,631 - wikidata12k_1n - [INFO] - [E:153| 700]: Train Loss:0.00095027, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:19:55,356 - wikidata12k_1n - [INFO] - [E:153| 800]: Train Loss:0.00095032, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:20:58,096 - wikidata12k_1n - [INFO] - [E:153| 900]: Train Loss:0.0009512, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:22:01,950 - wikidata12k_1n - [INFO] - [E:153| 1000]: Train Loss:0.00095128, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:23:04,764 - wikidata12k_1n - [INFO] - [E:153| 1100]: Train Loss:0.00095102, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:24:07,459 - wikidata12k_1n - [INFO] - [E:153| 1200]: Train Loss:0.00095106, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:25:10,128 - wikidata12k_1n - [INFO] - [E:153| 1300]: Train Loss:0.00095121, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:26:12,798 - wikidata12k_1n - [INFO] - [E:153| 1400]: Train Loss:0.00095103, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:27:15,505 - wikidata12k_1n - [INFO] - [E:153| 1500]: Train Loss:0.00095103, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:28:18,316 - wikidata12k_1n - [INFO] - [E:153| 1600]: Train Loss:0.00095122, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:28:59,350 - wikidata12k_1n - [INFO] - [Epoch:153]: Training Loss:0.0009515 + +2023-05-09 01:28:59,566 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 01:29:20,812 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 01:29:33,104 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 01:29:54,506 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 01:30:06,689 - wikidata12k_1n - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.49867, Head : 0.35594, Avg : 0.42731 + +2023-05-09 01:30:06,689 - wikidata12k_1n - [INFO] - [Epoch 153]: Training Loss: 0.00095151, Valid MRR: 0.43341, + + + +2023-05-09 01:30:07,333 - wikidata12k_1n - [INFO] - [E:154| 0]: Train Loss:0.00099544, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:31:10,080 - wikidata12k_1n - [INFO] - [E:154| 100]: Train Loss:0.00095347, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:32:12,919 - wikidata12k_1n - [INFO] - [E:154| 200]: Train Loss:0.00095112, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:33:15,772 - wikidata12k_1n - [INFO] - [E:154| 300]: Train Loss:0.00095092, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:34:18,614 - wikidata12k_1n - [INFO] - [E:154| 400]: Train Loss:0.00094997, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:35:21,446 - wikidata12k_1n - [INFO] - [E:154| 500]: Train Loss:0.00095001, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:36:24,237 - wikidata12k_1n - [INFO] - [E:154| 600]: Train Loss:0.00095021, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:37:27,063 - wikidata12k_1n - [INFO] - [E:154| 700]: Train Loss:0.00095092, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:38:29,856 - wikidata12k_1n - [INFO] - [E:154| 800]: Train Loss:0.00095097, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:39:32,627 - wikidata12k_1n - [INFO] - [E:154| 900]: Train Loss:0.00095079, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:40:35,440 - wikidata12k_1n - [INFO] - [E:154| 1000]: Train Loss:0.00095117, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:41:38,109 - wikidata12k_1n - [INFO] - [E:154| 1100]: Train Loss:0.00095133, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:42:40,799 - wikidata12k_1n - [INFO] - [E:154| 1200]: Train Loss:0.00095116, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:43:43,516 - wikidata12k_1n - [INFO] - [E:154| 1300]: Train Loss:0.00095118, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:44:46,384 - wikidata12k_1n - [INFO] - [E:154| 1400]: Train Loss:0.00095124, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:45:50,325 - wikidata12k_1n - [INFO] - [E:154| 1500]: Train Loss:0.00095141, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:46:54,343 - wikidata12k_1n - [INFO] - [E:154| 1600]: Train Loss:0.00095122, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:47:35,588 - wikidata12k_1n - [INFO] - [Epoch:154]: Training Loss:0.0009511 + +2023-05-09 01:47:35,804 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 01:47:57,034 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 01:48:09,330 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 01:48:30,755 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 01:48:42,996 - wikidata12k_1n - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.49972, Head : 0.35005, Avg : 0.42488 + +2023-05-09 01:48:42,996 - wikidata12k_1n - [INFO] - [Epoch 154]: Training Loss: 0.00095108, Valid MRR: 0.43341, + + + +2023-05-09 01:48:43,638 - wikidata12k_1n - [INFO] - [E:155| 0]: Train Loss:0.00095456, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:49:46,456 - wikidata12k_1n - [INFO] - [E:155| 100]: Train Loss:0.00094998, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:50:49,250 - wikidata12k_1n - [INFO] - [E:155| 200]: Train Loss:0.00094747, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:51:52,014 - wikidata12k_1n - [INFO] - [E:155| 300]: Train Loss:0.00094758, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:52:54,730 - wikidata12k_1n - [INFO] - [E:155| 400]: Train Loss:0.00094843, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:53:57,430 - wikidata12k_1n - [INFO] - [E:155| 500]: Train Loss:0.00094919, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:55:00,106 - wikidata12k_1n - [INFO] - [E:155| 600]: Train Loss:0.00094903, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:56:02,801 - wikidata12k_1n - [INFO] - [E:155| 700]: Train Loss:0.00094967, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:57:05,494 - wikidata12k_1n - [INFO] - [E:155| 800]: Train Loss:0.00094969, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:58:08,343 - wikidata12k_1n - [INFO] - [E:155| 900]: Train Loss:0.0009496, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:59:11,394 - wikidata12k_1n - [INFO] - [E:155| 1000]: Train Loss:0.00094955, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:00:14,462 - wikidata12k_1n - [INFO] - [E:155| 1100]: Train Loss:0.00094974, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:01:17,598 - wikidata12k_1n - [INFO] - [E:155| 1200]: Train Loss:0.00094962, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:02:20,330 - wikidata12k_1n - [INFO] - [E:155| 1300]: Train Loss:0.00094976, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:03:23,115 - wikidata12k_1n - [INFO] - [E:155| 1400]: Train Loss:0.00095005, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:04:25,915 - wikidata12k_1n - [INFO] - [E:155| 1500]: Train Loss:0.00095032, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:05:28,717 - wikidata12k_1n - [INFO] - [E:155| 1600]: Train Loss:0.00095045, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:06:09,775 - wikidata12k_1n - [INFO] - [Epoch:155]: Training Loss:0.0009505 + +2023-05-09 02:06:09,991 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 02:06:31,265 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 02:06:43,567 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 02:07:04,976 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 02:07:17,168 - wikidata12k_1n - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.49237, Head : 0.29514, Avg : 0.39376 + +2023-05-09 02:07:17,168 - wikidata12k_1n - [INFO] - [Epoch 155]: Training Loss: 0.00095048, Valid MRR: 0.43341, + + + +2023-05-09 02:07:17,810 - wikidata12k_1n - [INFO] - [E:156| 0]: Train Loss:0.00092581, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:08:20,582 - wikidata12k_1n - [INFO] - [E:156| 100]: Train Loss:0.00095177, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:09:23,455 - wikidata12k_1n - [INFO] - [E:156| 200]: Train Loss:0.00095212, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:10:26,928 - wikidata12k_1n - [INFO] - [E:156| 300]: Train Loss:0.00095265, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:11:30,108 - wikidata12k_1n - [INFO] - [E:156| 400]: Train Loss:0.0009511, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:12:33,679 - wikidata12k_1n - [INFO] - [E:156| 500]: Train Loss:0.00095089, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:13:37,600 - wikidata12k_1n - [INFO] - [E:156| 600]: Train Loss:0.00095135, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:14:41,480 - wikidata12k_1n - [INFO] - [E:156| 700]: Train Loss:0.0009511, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:15:45,521 - wikidata12k_1n - [INFO] - [E:156| 800]: Train Loss:0.00095088, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:16:49,495 - wikidata12k_1n - [INFO] - [E:156| 900]: Train Loss:0.00095119, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:17:53,619 - wikidata12k_1n - [INFO] - [E:156| 1000]: Train Loss:0.0009509, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:18:56,727 - wikidata12k_1n - [INFO] - [E:156| 1100]: Train Loss:0.00095089, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:19:59,502 - wikidata12k_1n - [INFO] - [E:156| 1200]: Train Loss:0.00095065, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:21:02,219 - wikidata12k_1n - [INFO] - [E:156| 1300]: Train Loss:0.0009506, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:22:05,008 - wikidata12k_1n - [INFO] - [E:156| 1400]: Train Loss:0.00095048, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:23:07,761 - wikidata12k_1n - [INFO] - [E:156| 1500]: Train Loss:0.00095035, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:24:11,045 - wikidata12k_1n - [INFO] - [E:156| 1600]: Train Loss:0.00095046, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:24:52,915 - wikidata12k_1n - [INFO] - [Epoch:156]: Training Loss:0.0009505 + +2023-05-09 02:24:53,135 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 02:25:14,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 02:25:27,010 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 02:25:48,711 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 02:26:01,050 - wikidata12k_1n - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.49883, Head : 0.29525, Avg : 0.39704 + +2023-05-09 02:26:01,051 - wikidata12k_1n - [INFO] - [Epoch 156]: Training Loss: 0.00095045, Valid MRR: 0.43341, + + + +2023-05-09 02:26:01,713 - wikidata12k_1n - [INFO] - [E:157| 0]: Train Loss:0.00095831, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:27:05,649 - wikidata12k_1n - [INFO] - [E:157| 100]: Train Loss:0.00094882, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:28:09,623 - wikidata12k_1n - [INFO] - [E:157| 200]: Train Loss:0.0009498, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:29:13,589 - wikidata12k_1n - [INFO] - [E:157| 300]: Train Loss:0.00094999, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:30:17,239 - wikidata12k_1n - [INFO] - [E:157| 400]: Train Loss:0.00094948, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:31:20,038 - wikidata12k_1n - [INFO] - [E:157| 500]: Train Loss:0.0009489, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:32:22,816 - wikidata12k_1n - [INFO] - [E:157| 600]: Train Loss:0.00094818, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:33:25,673 - wikidata12k_1n - [INFO] - [E:157| 700]: Train Loss:0.00094874, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:33:36,590 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-09 02:33:47,405 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 02:34:25,287 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 02:34:28,428 - wikidata12k_1n - [INFO] - [E:157| 800]: Train Loss:0.00094914, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:34:44,050 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-09 02:35:23,045 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-09 02:35:31,281 - wikidata12k_1n - [INFO] - [E:157| 900]: Train Loss:0.00094926, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:35:42,461 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.46893, Head : 0.31723, Avg : 0.39308 + MR: Tail : 824.79, Head : 853.0, Avg : 838.9 + Hit-1: Tail : 0.37377, Head : 0.22474, Avg : 0.29926 + Hit-3: Tail : 0.52421, Head : 0.34804, Avg : 0.43612 + Hit-10: Tail : 0.64065, Head : 0.51549, Avg : 0.57807 +2023-05-09 02:36:34,144 - wikidata12k_1n - [INFO] - [E:157| 1000]: Train Loss:0.00094945, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:37:36,855 - wikidata12k_1n - [INFO] - [E:157| 1100]: Train Loss:0.00094975, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:38:39,528 - wikidata12k_1n - [INFO] - [E:157| 1200]: Train Loss:0.00095, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:39:42,226 - wikidata12k_1n - [INFO] - [E:157| 1300]: Train Loss:0.00095014, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:40:44,899 - wikidata12k_1n - [INFO] - [E:157| 1400]: Train Loss:0.00095005, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:41:47,691 - wikidata12k_1n - [INFO] - [E:157| 1500]: Train Loss:0.00095008, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:42:50,489 - wikidata12k_1n - [INFO] - [E:157| 1600]: Train Loss:0.00095018, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:43:32,193 - wikidata12k_1n - [INFO] - [Epoch:157]: Training Loss:0.0009502 + +2023-05-09 02:43:32,413 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 02:43:53,980 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 02:44:06,503 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 02:44:28,374 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 02:44:40,867 - wikidata12k_1n - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.5012, Head : 0.33738, Avg : 0.41929 + +2023-05-09 02:44:40,867 - wikidata12k_1n - [INFO] - [Epoch 157]: Training Loss: 0.00095015, Valid MRR: 0.43341, + + + +2023-05-09 02:44:41,541 - wikidata12k_1n - [INFO] - [E:158| 0]: Train Loss:0.00092296, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:45:45,666 - wikidata12k_1n - [INFO] - [E:158| 100]: Train Loss:0.00095007, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:46:50,003 - wikidata12k_1n - [INFO] - [E:158| 200]: Train Loss:0.00094921, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:47:54,298 - wikidata12k_1n - [INFO] - [E:158| 300]: Train Loss:0.00094889, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:48:58,546 - wikidata12k_1n - [INFO] - [E:158| 400]: Train Loss:0.00094952, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:50:02,680 - wikidata12k_1n - [INFO] - [E:158| 500]: Train Loss:0.00094976, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:51:06,723 - wikidata12k_1n - [INFO] - [E:158| 600]: Train Loss:0.00094994, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:52:10,841 - wikidata12k_1n - [INFO] - [E:158| 700]: Train Loss:0.00094956, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:53:15,095 - wikidata12k_1n - [INFO] - [E:158| 800]: Train Loss:0.00094997, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:54:19,236 - wikidata12k_1n - [INFO] - [E:158| 900]: Train Loss:0.00094968, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:55:23,335 - wikidata12k_1n - [INFO] - [E:158| 1000]: Train Loss:0.00094958, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:56:27,415 - wikidata12k_1n - [INFO] - [E:158| 1100]: Train Loss:0.00094965, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:57:31,503 - wikidata12k_1n - [INFO] - [E:158| 1200]: Train Loss:0.00094966, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:58:35,487 - wikidata12k_1n - [INFO] - [E:158| 1300]: Train Loss:0.00094963, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:59:39,483 - wikidata12k_1n - [INFO] - [E:158| 1400]: Train Loss:0.0009496, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:00:43,285 - wikidata12k_1n - [INFO] - [E:158| 1500]: Train Loss:0.00094946, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:01:47,344 - wikidata12k_1n - [INFO] - [E:158| 1600]: Train Loss:0.00094971, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:02:29,153 - wikidata12k_1n - [INFO] - [Epoch:158]: Training Loss:0.0009498 + +2023-05-09 03:02:29,374 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 03:02:50,890 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 03:03:03,309 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 03:03:25,033 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 03:03:37,387 - wikidata12k_1n - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.49115, Head : 0.36714, Avg : 0.42914 + +2023-05-09 03:03:37,387 - wikidata12k_1n - [INFO] - [Epoch 158]: Training Loss: 0.00094977, Valid MRR: 0.43341, + + + +2023-05-09 03:03:38,049 - wikidata12k_1n - [INFO] - [E:159| 0]: Train Loss:0.00092655, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:04:42,190 - wikidata12k_1n - [INFO] - [E:159| 100]: Train Loss:0.00094738, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:05:46,172 - wikidata12k_1n - [INFO] - [E:159| 200]: Train Loss:0.00094826, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:06:50,245 - wikidata12k_1n - [INFO] - [E:159| 300]: Train Loss:0.0009489, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:07:54,316 - wikidata12k_1n - [INFO] - [E:159| 400]: Train Loss:0.00094892, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:08:58,461 - wikidata12k_1n - [INFO] - [E:159| 500]: Train Loss:0.00094909, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:10:02,549 - wikidata12k_1n - [INFO] - [E:159| 600]: Train Loss:0.00094916, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:11:06,606 - wikidata12k_1n - [INFO] - [E:159| 700]: Train Loss:0.00094905, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:12:10,564 - wikidata12k_1n - [INFO] - [E:159| 800]: Train Loss:0.0009494, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:13:14,640 - wikidata12k_1n - [INFO] - [E:159| 900]: Train Loss:0.00094959, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:14:18,739 - wikidata12k_1n - [INFO] - [E:159| 1000]: Train Loss:0.00094963, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:15:22,777 - wikidata12k_1n - [INFO] - [E:159| 1100]: Train Loss:0.00094983, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:16:26,689 - wikidata12k_1n - [INFO] - [E:159| 1200]: Train Loss:0.00094935, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:17:30,746 - wikidata12k_1n - [INFO] - [E:159| 1300]: Train Loss:0.00094959, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:18:34,760 - wikidata12k_1n - [INFO] - [E:159| 1400]: Train Loss:0.00094939, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:19:38,691 - wikidata12k_1n - [INFO] - [E:159| 1500]: Train Loss:0.0009494, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:20:42,885 - wikidata12k_1n - [INFO] - [E:159| 1600]: Train Loss:0.00094923, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:21:24,796 - wikidata12k_1n - [INFO] - [Epoch:159]: Training Loss:0.0009494 + +2023-05-09 03:21:25,015 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 03:21:46,501 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 03:21:58,952 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 03:22:20,768 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 03:22:33,118 - wikidata12k_1n - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.49102, Head : 0.36027, Avg : 0.42564 + MR: Tail : 723.26, Head : 795.85, Avg : 759.56 + Hit-1: Tail : 0.40291, Head : 0.25851, Avg : 0.33071 + Hit-3: Tail : 0.53687, Head : 0.41271, Avg : 0.47479 + Hit-10: Tail : 0.66018, Head : 0.55988, Avg : 0.61003 +2023-05-09 03:22:33,119 - wikidata12k_1n - [INFO] - [Epoch 159]: Training Loss: 0.00094939, Valid MRR: 0.43341, + + + +2023-05-09 03:22:33,790 - wikidata12k_1n - [INFO] - [E:160| 0]: Train Loss:0.00092247, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:23:38,003 - wikidata12k_1n - [INFO] - [E:160| 100]: Train Loss:0.00094687, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:24:42,063 - wikidata12k_1n - [INFO] - [E:160| 200]: Train Loss:0.00094823, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:25:46,083 - wikidata12k_1n - [INFO] - [E:160| 300]: Train Loss:0.00094939, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:26:50,211 - wikidata12k_1n - [INFO] - [E:160| 400]: Train Loss:0.00094942, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:27:54,333 - wikidata12k_1n - [INFO] - [E:160| 500]: Train Loss:0.00094881, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:28:57,286 - wikidata12k_1n - [INFO] - [E:160| 600]: Train Loss:0.00094841, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:30:00,086 - wikidata12k_1n - [INFO] - [E:160| 700]: Train Loss:0.00094805, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:31:02,913 - wikidata12k_1n - [INFO] - [E:160| 800]: Train Loss:0.00094866, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:32:05,712 - wikidata12k_1n - [INFO] - [E:160| 900]: Train Loss:0.00094884, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:33:08,475 - wikidata12k_1n - [INFO] - [E:160| 1000]: Train Loss:0.00094856, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:34:11,262 - wikidata12k_1n - [INFO] - [E:160| 1100]: Train Loss:0.00094874, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:35:14,077 - wikidata12k_1n - [INFO] - [E:160| 1200]: Train Loss:0.00094902, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:36:16,753 - wikidata12k_1n - [INFO] - [E:160| 1300]: Train Loss:0.00094908, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:37:19,517 - wikidata12k_1n - [INFO] - [E:160| 1400]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:38:22,258 - wikidata12k_1n - [INFO] - [E:160| 1500]: Train Loss:0.00094929, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:39:24,973 - wikidata12k_1n - [INFO] - [E:160| 1600]: Train Loss:0.00094937, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:40:05,937 - wikidata12k_1n - [INFO] - [Epoch:160]: Training Loss:0.0009493 + +2023-05-09 03:40:06,153 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 03:40:27,387 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 03:40:39,682 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 03:41:01,069 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 03:41:13,246 - wikidata12k_1n - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.49655, Head : 0.35537, Avg : 0.42596 + +2023-05-09 03:41:13,246 - wikidata12k_1n - [INFO] - [Epoch 160]: Training Loss: 0.00094928, Valid MRR: 0.43341, + + + +2023-05-09 03:41:13,888 - wikidata12k_1n - [INFO] - [E:161| 0]: Train Loss:0.00093556, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:42:16,632 - wikidata12k_1n - [INFO] - [E:161| 100]: Train Loss:0.00094985, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:43:19,435 - wikidata12k_1n - [INFO] - [E:161| 200]: Train Loss:0.0009497, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:44:22,143 - wikidata12k_1n - [INFO] - [E:161| 300]: Train Loss:0.00094807, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:45:24,862 - wikidata12k_1n - [INFO] - [E:161| 400]: Train Loss:0.00094957, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:46:27,571 - wikidata12k_1n - [INFO] - [E:161| 500]: Train Loss:0.00094965, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:47:30,361 - wikidata12k_1n - [INFO] - [E:161| 600]: Train Loss:0.00094905, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:48:33,086 - wikidata12k_1n - [INFO] - [E:161| 700]: Train Loss:0.0009495, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:49:35,892 - wikidata12k_1n - [INFO] - [E:161| 800]: Train Loss:0.00094933, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:50:38,713 - wikidata12k_1n - [INFO] - [E:161| 900]: Train Loss:0.00094952, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:51:41,526 - wikidata12k_1n - [INFO] - [E:161| 1000]: Train Loss:0.00094933, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:52:44,370 - wikidata12k_1n - [INFO] - [E:161| 1100]: Train Loss:0.00094953, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:53:47,183 - wikidata12k_1n - [INFO] - [E:161| 1200]: Train Loss:0.00094937, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:54:49,954 - wikidata12k_1n - [INFO] - [E:161| 1300]: Train Loss:0.00094936, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:55:52,711 - wikidata12k_1n - [INFO] - [E:161| 1400]: Train Loss:0.00094922, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:56:55,468 - wikidata12k_1n - [INFO] - [E:161| 1500]: Train Loss:0.00094899, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:57:58,222 - wikidata12k_1n - [INFO] - [E:161| 1600]: Train Loss:0.00094894, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:58:39,222 - wikidata12k_1n - [INFO] - [Epoch:161]: Training Loss:0.0009491 + +2023-05-09 03:58:39,438 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 03:59:00,665 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 03:59:12,967 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 03:59:34,355 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 03:59:46,521 - wikidata12k_1n - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.49206, Head : 0.3481, Avg : 0.42008 + +2023-05-09 03:59:46,521 - wikidata12k_1n - [INFO] - [Epoch 161]: Training Loss: 0.00094912, Valid MRR: 0.43341, + + + +2023-05-09 03:59:47,164 - wikidata12k_1n - [INFO] - [E:162| 0]: Train Loss:0.0009576, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:00:49,987 - wikidata12k_1n - [INFO] - [E:162| 100]: Train Loss:0.00095174, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:01:52,733 - wikidata12k_1n - [INFO] - [E:162| 200]: Train Loss:0.00095217, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:02:55,467 - wikidata12k_1n - [INFO] - [E:162| 300]: Train Loss:0.00095108, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:03:58,175 - wikidata12k_1n - [INFO] - [E:162| 400]: Train Loss:0.00095063, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:05:00,959 - wikidata12k_1n - [INFO] - [E:162| 500]: Train Loss:0.00094999, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:06:03,775 - wikidata12k_1n - [INFO] - [E:162| 600]: Train Loss:0.00094892, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:07:06,539 - wikidata12k_1n - [INFO] - [E:162| 700]: Train Loss:0.00094868, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:08:09,365 - wikidata12k_1n - [INFO] - [E:162| 800]: Train Loss:0.000949, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:09:12,208 - wikidata12k_1n - [INFO] - [E:162| 900]: Train Loss:0.00094891, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:10:14,951 - wikidata12k_1n - [INFO] - [E:162| 1000]: Train Loss:0.0009487, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:11:17,602 - wikidata12k_1n - [INFO] - [E:162| 1100]: Train Loss:0.00094846, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:12:20,259 - wikidata12k_1n - [INFO] - [E:162| 1200]: Train Loss:0.00094857, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:13:23,016 - wikidata12k_1n - [INFO] - [E:162| 1300]: Train Loss:0.00094854, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:14:25,825 - wikidata12k_1n - [INFO] - [E:162| 1400]: Train Loss:0.00094875, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:15:28,554 - wikidata12k_1n - [INFO] - [E:162| 1500]: Train Loss:0.00094868, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:16:31,262 - wikidata12k_1n - [INFO] - [E:162| 1600]: Train Loss:0.00094859, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:17:12,267 - wikidata12k_1n - [INFO] - [Epoch:162]: Training Loss:0.0009485 + +2023-05-09 04:17:12,482 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 04:17:33,702 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 04:17:45,990 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 04:18:07,482 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 04:18:19,658 - wikidata12k_1n - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.4971, Head : 0.35449, Avg : 0.42579 + +2023-05-09 04:18:19,658 - wikidata12k_1n - [INFO] - [Epoch 162]: Training Loss: 0.00094853, Valid MRR: 0.43341, + + + +2023-05-09 04:18:20,299 - wikidata12k_1n - [INFO] - [E:163| 0]: Train Loss:0.00097098, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:19:23,039 - wikidata12k_1n - [INFO] - [E:163| 100]: Train Loss:0.00094887, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:20:25,744 - wikidata12k_1n - [INFO] - [E:163| 200]: Train Loss:0.00094873, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:21:28,391 - wikidata12k_1n - [INFO] - [E:163| 300]: Train Loss:0.00094924, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:22:31,093 - wikidata12k_1n - [INFO] - [E:163| 400]: Train Loss:0.00094815, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:23:33,792 - wikidata12k_1n - [INFO] - [E:163| 500]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:24:36,496 - wikidata12k_1n - [INFO] - [E:163| 600]: Train Loss:0.00094867, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:25:39,180 - wikidata12k_1n - [INFO] - [E:163| 700]: Train Loss:0.00094863, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:26:41,962 - wikidata12k_1n - [INFO] - [E:163| 800]: Train Loss:0.00094862, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:27:44,720 - wikidata12k_1n - [INFO] - [E:163| 900]: Train Loss:0.00094836, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:28:47,525 - wikidata12k_1n - [INFO] - [E:163| 1000]: Train Loss:0.00094831, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:29:50,274 - wikidata12k_1n - [INFO] - [E:163| 1100]: Train Loss:0.00094838, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:30:52,987 - wikidata12k_1n - [INFO] - [E:163| 1200]: Train Loss:0.00094817, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:31:55,712 - wikidata12k_1n - [INFO] - [E:163| 1300]: Train Loss:0.00094822, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:32:58,440 - wikidata12k_1n - [INFO] - [E:163| 1400]: Train Loss:0.00094812, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:34:01,180 - wikidata12k_1n - [INFO] - [E:163| 1500]: Train Loss:0.00094806, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:35:03,918 - wikidata12k_1n - [INFO] - [E:163| 1600]: Train Loss:0.00094812, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:35:44,961 - wikidata12k_1n - [INFO] - [Epoch:163]: Training Loss:0.0009481 + +2023-05-09 04:35:45,176 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 04:36:06,401 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 04:36:18,670 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 04:36:40,046 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 04:36:52,202 - wikidata12k_1n - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.50191, Head : 0.32037, Avg : 0.41114 + +2023-05-09 04:36:52,202 - wikidata12k_1n - [INFO] - [Epoch 163]: Training Loss: 0.00094815, Valid MRR: 0.43341, + + + +2023-05-09 04:36:52,842 - wikidata12k_1n - [INFO] - [E:164| 0]: Train Loss:0.0009864, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:37:55,581 - wikidata12k_1n - [INFO] - [E:164| 100]: Train Loss:0.0009502, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:38:58,347 - wikidata12k_1n - [INFO] - [E:164| 200]: Train Loss:0.00095146, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:40:01,045 - wikidata12k_1n - [INFO] - [E:164| 300]: Train Loss:0.00094981, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:41:03,772 - wikidata12k_1n - [INFO] - [E:164| 400]: Train Loss:0.00095099, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:42:06,517 - wikidata12k_1n - [INFO] - [E:164| 500]: Train Loss:0.00095053, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:43:09,234 - wikidata12k_1n - [INFO] - [E:164| 600]: Train Loss:0.00095018, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:44:11,986 - wikidata12k_1n - [INFO] - [E:164| 700]: Train Loss:0.00094983, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:45:14,623 - wikidata12k_1n - [INFO] - [E:164| 800]: Train Loss:0.00094972, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:46:17,254 - wikidata12k_1n - [INFO] - [E:164| 900]: Train Loss:0.00094936, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:47:19,880 - wikidata12k_1n - [INFO] - [E:164| 1000]: Train Loss:0.00094951, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:48:22,586 - wikidata12k_1n - [INFO] - [E:164| 1100]: Train Loss:0.00095013, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:49:25,347 - wikidata12k_1n - [INFO] - [E:164| 1200]: Train Loss:0.00095005, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:50:28,091 - wikidata12k_1n - [INFO] - [E:164| 1300]: Train Loss:0.00095018, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:51:30,852 - wikidata12k_1n - [INFO] - [E:164| 1400]: Train Loss:0.00094998, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:52:33,646 - wikidata12k_1n - [INFO] - [E:164| 1500]: Train Loss:0.00094992, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:53:36,515 - wikidata12k_1n - [INFO] - [E:164| 1600]: Train Loss:0.00094953, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:54:17,503 - wikidata12k_1n - [INFO] - [Epoch:164]: Training Loss:0.0009493 + +2023-05-09 04:54:17,718 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 04:54:38,914 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 04:54:51,189 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 04:55:12,568 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 04:55:24,723 - wikidata12k_1n - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.49643, Head : 0.35739, Avg : 0.42691 + +2023-05-09 04:55:24,723 - wikidata12k_1n - [INFO] - [Epoch 164]: Training Loss: 0.00094926, Valid MRR: 0.43341, + + + +2023-05-09 04:55:25,367 - wikidata12k_1n - [INFO] - [E:165| 0]: Train Loss:0.00093808, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:56:28,102 - wikidata12k_1n - [INFO] - [E:165| 100]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:57:30,803 - wikidata12k_1n - [INFO] - [E:165| 200]: Train Loss:0.00094706, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:58:33,514 - wikidata12k_1n - [INFO] - [E:165| 300]: Train Loss:0.0009465, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:59:36,232 - wikidata12k_1n - [INFO] - [E:165| 400]: Train Loss:0.00094732, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:00:38,972 - wikidata12k_1n - [INFO] - [E:165| 500]: Train Loss:0.0009481, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:01:41,832 - wikidata12k_1n - [INFO] - [E:165| 600]: Train Loss:0.00094849, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:02:44,580 - wikidata12k_1n - [INFO] - [E:165| 700]: Train Loss:0.00094887, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:03:47,301 - wikidata12k_1n - [INFO] - [E:165| 800]: Train Loss:0.00094858, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:04:49,972 - wikidata12k_1n - [INFO] - [E:165| 900]: Train Loss:0.00094844, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:05:52,603 - wikidata12k_1n - [INFO] - [E:165| 1000]: Train Loss:0.00094845, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:06:55,233 - wikidata12k_1n - [INFO] - [E:165| 1100]: Train Loss:0.00094805, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:07:57,900 - wikidata12k_1n - [INFO] - [E:165| 1200]: Train Loss:0.00094819, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:09:00,550 - wikidata12k_1n - [INFO] - [E:165| 1300]: Train Loss:0.00094818, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:10:03,282 - wikidata12k_1n - [INFO] - [E:165| 1400]: Train Loss:0.00094785, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:11:06,038 - wikidata12k_1n - [INFO] - [E:165| 1500]: Train Loss:0.00094772, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:12:08,724 - wikidata12k_1n - [INFO] - [E:165| 1600]: Train Loss:0.00094762, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:12:49,664 - wikidata12k_1n - [INFO] - [Epoch:165]: Training Loss:0.0009478 + +2023-05-09 05:12:49,880 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 05:13:11,087 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 05:13:23,356 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 05:13:44,715 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 05:13:56,866 - wikidata12k_1n - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.49482, Head : 0.35862, Avg : 0.42672 + +2023-05-09 05:13:56,866 - wikidata12k_1n - [INFO] - [Epoch 165]: Training Loss: 0.0009478, Valid MRR: 0.43341, + + + +2023-05-09 05:13:57,508 - wikidata12k_1n - [INFO] - [E:166| 0]: Train Loss:0.00092836, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:15:00,186 - wikidata12k_1n - [INFO] - [E:166| 100]: Train Loss:0.00094619, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:16:02,965 - wikidata12k_1n - [INFO] - [E:166| 200]: Train Loss:0.00094761, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:17:05,760 - wikidata12k_1n - [INFO] - [E:166| 300]: Train Loss:0.00094811, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:18:08,564 - wikidata12k_1n - [INFO] - [E:166| 400]: Train Loss:0.00094672, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:19:11,372 - wikidata12k_1n - [INFO] - [E:166| 500]: Train Loss:0.00094647, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:20:14,102 - wikidata12k_1n - [INFO] - [E:166| 600]: Train Loss:0.00094734, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:21:16,806 - wikidata12k_1n - [INFO] - [E:166| 700]: Train Loss:0.00094709, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:22:19,466 - wikidata12k_1n - [INFO] - [E:166| 800]: Train Loss:0.00094685, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:23:22,139 - wikidata12k_1n - [INFO] - [E:166| 900]: Train Loss:0.00094722, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:24:24,944 - wikidata12k_1n - [INFO] - [E:166| 1000]: Train Loss:0.0009474, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:25:27,717 - wikidata12k_1n - [INFO] - [E:166| 1100]: Train Loss:0.00094754, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:26:30,490 - wikidata12k_1n - [INFO] - [E:166| 1200]: Train Loss:0.00094768, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:27:33,268 - wikidata12k_1n - [INFO] - [E:166| 1300]: Train Loss:0.00094759, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:28:36,063 - wikidata12k_1n - [INFO] - [E:166| 1400]: Train Loss:0.00094752, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:29:38,809 - wikidata12k_1n - [INFO] - [E:166| 1500]: Train Loss:0.00094765, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:30:41,539 - wikidata12k_1n - [INFO] - [E:166| 1600]: Train Loss:0.00094737, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:31:22,550 - wikidata12k_1n - [INFO] - [Epoch:166]: Training Loss:0.0009474 + +2023-05-09 05:31:22,764 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 05:31:43,981 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 05:31:56,270 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 05:32:17,666 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 05:32:29,823 - wikidata12k_1n - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.50048, Head : 0.36125, Avg : 0.43087 + +2023-05-09 05:32:29,823 - wikidata12k_1n - [INFO] - [Epoch 166]: Training Loss: 0.00094741, Valid MRR: 0.43341, + + + +2023-05-09 05:32:30,469 - wikidata12k_1n - [INFO] - [E:167| 0]: Train Loss:0.00094092, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:33:33,187 - wikidata12k_1n - [INFO] - [E:167| 100]: Train Loss:0.00094781, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:34:35,958 - wikidata12k_1n - [INFO] - [E:167| 200]: Train Loss:0.00094827, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:35:38,676 - wikidata12k_1n - [INFO] - [E:167| 300]: Train Loss:0.00094784, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:36:41,482 - wikidata12k_1n - [INFO] - [E:167| 400]: Train Loss:0.00094732, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:37:44,181 - wikidata12k_1n - [INFO] - [E:167| 500]: Train Loss:0.0009471, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:38:46,922 - wikidata12k_1n - [INFO] - [E:167| 600]: Train Loss:0.00094744, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:39:49,721 - wikidata12k_1n - [INFO] - [E:167| 700]: Train Loss:0.00094721, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:40:52,439 - wikidata12k_1n - [INFO] - [E:167| 800]: Train Loss:0.00094725, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:41:55,183 - wikidata12k_1n - [INFO] - [E:167| 900]: Train Loss:0.00094751, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:42:57,913 - wikidata12k_1n - [INFO] - [E:167| 1000]: Train Loss:0.00094736, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:44:00,642 - wikidata12k_1n - [INFO] - [E:167| 1100]: Train Loss:0.0009473, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:45:03,532 - wikidata12k_1n - [INFO] - [E:167| 1200]: Train Loss:0.00094755, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:46:06,240 - wikidata12k_1n - [INFO] - [E:167| 1300]: Train Loss:0.00094736, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:47:08,945 - wikidata12k_1n - [INFO] - [E:167| 1400]: Train Loss:0.00094737, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:48:11,656 - wikidata12k_1n - [INFO] - [E:167| 1500]: Train Loss:0.00094739, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:49:14,369 - wikidata12k_1n - [INFO] - [E:167| 1600]: Train Loss:0.00094717, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:49:55,334 - wikidata12k_1n - [INFO] - [Epoch:167]: Training Loss:0.0009473 + +2023-05-09 05:49:55,548 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 05:50:16,737 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 05:50:29,005 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 05:50:50,366 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 05:51:02,527 - wikidata12k_1n - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.5037, Head : 0.34324, Avg : 0.42347 + +2023-05-09 05:51:02,528 - wikidata12k_1n - [INFO] - [Epoch 167]: Training Loss: 0.00094728, Valid MRR: 0.43341, + + + +2023-05-09 05:51:03,171 - wikidata12k_1n - [INFO] - [E:168| 0]: Train Loss:0.0009606, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:52:05,846 - wikidata12k_1n - [INFO] - [E:168| 100]: Train Loss:0.00094723, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:53:08,514 - wikidata12k_1n - [INFO] - [E:168| 200]: Train Loss:0.00094554, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:54:11,272 - wikidata12k_1n - [INFO] - [E:168| 300]: Train Loss:0.00094543, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:55:13,915 - wikidata12k_1n - [INFO] - [E:168| 400]: Train Loss:0.00094549, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:56:16,609 - wikidata12k_1n - [INFO] - [E:168| 500]: Train Loss:0.00094601, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:57:19,259 - wikidata12k_1n - [INFO] - [E:168| 600]: Train Loss:0.00094561, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:58:21,935 - wikidata12k_1n - [INFO] - [E:168| 700]: Train Loss:0.00094573, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:59:24,605 - wikidata12k_1n - [INFO] - [E:168| 800]: Train Loss:0.00094575, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:00:27,284 - wikidata12k_1n - [INFO] - [E:168| 900]: Train Loss:0.00094599, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:01:29,956 - wikidata12k_1n - [INFO] - [E:168| 1000]: Train Loss:0.00094627, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:02:32,728 - wikidata12k_1n - [INFO] - [E:168| 1100]: Train Loss:0.00094635, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:03:35,422 - wikidata12k_1n - [INFO] - [E:168| 1200]: Train Loss:0.00094631, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:04:38,086 - wikidata12k_1n - [INFO] - [E:168| 1300]: Train Loss:0.00094666, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:05:40,759 - wikidata12k_1n - [INFO] - [E:168| 1400]: Train Loss:0.0009468, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:06:43,420 - wikidata12k_1n - [INFO] - [E:168| 1500]: Train Loss:0.00094695, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:07:46,076 - wikidata12k_1n - [INFO] - [E:168| 1600]: Train Loss:0.00094688, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:08:27,034 - wikidata12k_1n - [INFO] - [Epoch:168]: Training Loss:0.000947 + +2023-05-09 06:08:27,247 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 06:08:48,449 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 06:09:00,735 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 06:09:22,099 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 06:09:34,258 - wikidata12k_1n - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.49277, Head : 0.3283, Avg : 0.41053 + +2023-05-09 06:09:34,258 - wikidata12k_1n - [INFO] - [Epoch 168]: Training Loss: 0.00094702, Valid MRR: 0.43341, + + + +2023-05-09 06:09:34,898 - wikidata12k_1n - [INFO] - [E:169| 0]: Train Loss:0.00093931, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:10:37,589 - wikidata12k_1n - [INFO] - [E:169| 100]: Train Loss:0.0009482, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:11:40,394 - wikidata12k_1n - [INFO] - [E:169| 200]: Train Loss:0.00094521, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:12:43,039 - wikidata12k_1n - [INFO] - [E:169| 300]: Train Loss:0.00094552, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:13:45,689 - wikidata12k_1n - [INFO] - [E:169| 400]: Train Loss:0.00094524, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:14:48,392 - wikidata12k_1n - [INFO] - [E:169| 500]: Train Loss:0.00094578, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:15:51,082 - wikidata12k_1n - [INFO] - [E:169| 600]: Train Loss:0.00094644, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:16:53,774 - wikidata12k_1n - [INFO] - [E:169| 700]: Train Loss:0.00094634, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:17:56,455 - wikidata12k_1n - [INFO] - [E:169| 800]: Train Loss:0.00094643, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:18:59,136 - wikidata12k_1n - [INFO] - [E:169| 900]: Train Loss:0.00094641, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:20:01,941 - wikidata12k_1n - [INFO] - [E:169| 1000]: Train Loss:0.00094699, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:21:04,715 - wikidata12k_1n - [INFO] - [E:169| 1100]: Train Loss:0.00094698, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:22:07,483 - wikidata12k_1n - [INFO] - [E:169| 1200]: Train Loss:0.00094703, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:23:10,177 - wikidata12k_1n - [INFO] - [E:169| 1300]: Train Loss:0.00094695, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:24:12,865 - wikidata12k_1n - [INFO] - [E:169| 1400]: Train Loss:0.00094686, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:25:15,551 - wikidata12k_1n - [INFO] - [E:169| 1500]: Train Loss:0.00094679, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:26:18,213 - wikidata12k_1n - [INFO] - [E:169| 1600]: Train Loss:0.00094678, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:26:48,623 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-09 06:26:59,181 - wikidata12k_1n - [INFO] - [Epoch:169]: Training Loss:0.0009468 + +2023-05-09 06:26:59,396 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 06:27:01,175 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 06:27:20,606 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 06:27:32,887 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 06:27:54,266 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 06:28:06,456 - wikidata12k_1n - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.49817, Head : 0.35948, Avg : 0.42883 + MR: Tail : 764.68, Head : 825.21, Avg : 794.94 + Hit-1: Tail : 0.40949, Head : 0.25727, Avg : 0.33338 + Hit-3: Tail : 0.55528, Head : 0.41236, Avg : 0.48382 + Hit-10: Tail : 0.65375, Head : 0.5621, Avg : 0.60793 +2023-05-09 06:28:06,456 - wikidata12k_1n - [INFO] - [Epoch 169]: Training Loss: 0.00094679, Valid MRR: 0.43341, + + + +2023-05-09 06:28:07,096 - wikidata12k_1n - [INFO] - [E:170| 0]: Train Loss:0.00092715, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:29:09,850 - wikidata12k_1n - [INFO] - [E:170| 100]: Train Loss:0.00094637, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:30:12,495 - wikidata12k_1n - [INFO] - [E:170| 200]: Train Loss:0.00094583, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:31:15,153 - wikidata12k_1n - [INFO] - [E:170| 300]: Train Loss:0.00094547, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:32:13,500 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True} +2023-05-09 06:32:17,778 - wikidata12k_1n - [INFO] - [E:170| 400]: Train Loss:0.0009451, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:32:24,932 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 06:33:20,459 - wikidata12k_1n - [INFO] - [E:170| 500]: Train Loss:0.0009446, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:33:51,177 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 06:34:23,128 - wikidata12k_1n - [INFO] - [E:170| 600]: Train Loss:0.00094473, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:34:35,978 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-09 06:35:25,791 - wikidata12k_1n - [INFO] - [E:170| 700]: Train Loss:0.00094498, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:36:28,410 - wikidata12k_1n - [INFO] - [E:170| 800]: Train Loss:0.00094606, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:36:57,759 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-09 06:37:31,111 - wikidata12k_1n - [INFO] - [E:170| 900]: Train Loss:0.00094621, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:38:33,777 - wikidata12k_1n - [INFO] - [E:170| 1000]: Train Loss:0.00094607, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:39:03,229 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.46427, Head : 0.24285, Avg : 0.35356 + MR: Tail : 824.82, Head : 853.63, Avg : 839.23 + Hit-1: Tail : 0.36698, Head : 0.12859, Avg : 0.24778 + Hit-3: Tail : 0.52192, Head : 0.27772, Avg : 0.39982 + Hit-10: Tail : 0.64013, Head : 0.50656, Avg : 0.57335 +2023-05-09 06:39:36,637 - wikidata12k_1n - [INFO] - [E:170| 1100]: Train Loss:0.00094572, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:40:39,371 - wikidata12k_1n - [INFO] - [E:170| 1200]: Train Loss:0.00094599, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:41:25,802 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-09 06:41:37,077 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 06:41:42,103 - wikidata12k_1n - [INFO] - [E:170| 1300]: Train Loss:0.00094607, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:42:14,870 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 06:42:34,087 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-09 06:42:44,775 - wikidata12k_1n - [INFO] - [E:170| 1400]: Train Loss:0.00094652, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:43:13,222 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-09 06:43:32,469 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.46893, Head : 0.31723, Avg : 0.39308 + MR: Tail : 824.79, Head : 853.0, Avg : 838.9 + Hit-1: Tail : 0.37377, Head : 0.22474, Avg : 0.29926 + Hit-3: Tail : 0.52421, Head : 0.34804, Avg : 0.43612 + Hit-10: Tail : 0.64065, Head : 0.51549, Avg : 0.57807 +2023-05-09 06:43:47,455 - wikidata12k_1n - [INFO] - [E:170| 1500]: Train Loss:0.00094659, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:44:50,120 - wikidata12k_1n - [INFO] - [E:170| 1600]: Train Loss:0.00094662, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:45:31,118 - wikidata12k_1n - [INFO] - [Epoch:170]: Training Loss:0.0009469 + +2023-05-09 06:45:31,334 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 06:45:52,594 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 06:46:04,860 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 06:46:26,200 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 06:46:38,339 - wikidata12k_1n - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.50278, Head : 0.36266, Avg : 0.43272 + +2023-05-09 06:46:38,339 - wikidata12k_1n - [INFO] - [Epoch 170]: Training Loss: 0.00094691, Valid MRR: 0.43341, + + + +2023-05-09 06:46:38,981 - wikidata12k_1n - [INFO] - [E:171| 0]: Train Loss:0.0009193, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:47:41,640 - wikidata12k_1n - [INFO] - [E:171| 100]: Train Loss:0.00094415, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:48:44,313 - wikidata12k_1n - [INFO] - [E:171| 200]: Train Loss:0.00094463, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:49:46,945 - wikidata12k_1n - [INFO] - [E:171| 300]: Train Loss:0.00094521, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:50:49,592 - wikidata12k_1n - [INFO] - [E:171| 400]: Train Loss:0.00094519, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:51:52,261 - wikidata12k_1n - [INFO] - [E:171| 500]: Train Loss:0.00094537, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:52:54,944 - wikidata12k_1n - [INFO] - [E:171| 600]: Train Loss:0.00094502, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:53:57,658 - wikidata12k_1n - [INFO] - [E:171| 700]: Train Loss:0.00094518, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:55:00,464 - wikidata12k_1n - [INFO] - [E:171| 800]: Train Loss:0.00094542, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:56:03,183 - wikidata12k_1n - [INFO] - [E:171| 900]: Train Loss:0.00094562, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:57:05,911 - wikidata12k_1n - [INFO] - [E:171| 1000]: Train Loss:0.00094579, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:58:08,600 - wikidata12k_1n - [INFO] - [E:171| 1100]: Train Loss:0.00094627, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:59:11,351 - wikidata12k_1n - [INFO] - [E:171| 1200]: Train Loss:0.00094645, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:00:14,041 - wikidata12k_1n - [INFO] - [E:171| 1300]: Train Loss:0.00094654, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:01:16,739 - wikidata12k_1n - [INFO] - [E:171| 1400]: Train Loss:0.00094636, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:02:19,477 - wikidata12k_1n - [INFO] - [E:171| 1500]: Train Loss:0.00094651, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:03:22,293 - wikidata12k_1n - [INFO] - [E:171| 1600]: Train Loss:0.00094638, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:04:03,279 - wikidata12k_1n - [INFO] - [Epoch:171]: Training Loss:0.0009465 + +2023-05-09 07:04:03,494 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 07:04:24,675 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 07:04:36,946 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 07:04:58,313 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 07:05:10,451 - wikidata12k_1n - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.49928, Head : 0.33625, Avg : 0.41776 + +2023-05-09 07:05:10,451 - wikidata12k_1n - [INFO] - [Epoch 171]: Training Loss: 0.00094647, Valid MRR: 0.43341, + + + +2023-05-09 07:05:11,093 - wikidata12k_1n - [INFO] - [E:172| 0]: Train Loss:0.00094649, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:06:13,818 - wikidata12k_1n - [INFO] - [E:172| 100]: Train Loss:0.00094782, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:07:16,513 - wikidata12k_1n - [INFO] - [E:172| 200]: Train Loss:0.00094653, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:08:19,249 - wikidata12k_1n - [INFO] - [E:172| 300]: Train Loss:0.00094608, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:09:21,991 - wikidata12k_1n - [INFO] - [E:172| 400]: Train Loss:0.0009458, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:10:24,696 - wikidata12k_1n - [INFO] - [E:172| 500]: Train Loss:0.00094623, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:11:27,367 - wikidata12k_1n - [INFO] - [E:172| 600]: Train Loss:0.00094607, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:12:30,156 - wikidata12k_1n - [INFO] - [E:172| 700]: Train Loss:0.0009465, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:13:32,932 - wikidata12k_1n - [INFO] - [E:172| 800]: Train Loss:0.00094651, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:14:35,652 - wikidata12k_1n - [INFO] - [E:172| 900]: Train Loss:0.00094648, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:15:38,372 - wikidata12k_1n - [INFO] - [E:172| 1000]: Train Loss:0.00094678, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:16:41,153 - wikidata12k_1n - [INFO] - [E:172| 1100]: Train Loss:0.00094692, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:17:43,877 - wikidata12k_1n - [INFO] - [E:172| 1200]: Train Loss:0.0009468, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:18:46,534 - wikidata12k_1n - [INFO] - [E:172| 1300]: Train Loss:0.00094673, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:19:49,166 - wikidata12k_1n - [INFO] - [E:172| 1400]: Train Loss:0.00094667, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:20:51,913 - wikidata12k_1n - [INFO] - [E:172| 1500]: Train Loss:0.00094649, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:21:54,564 - wikidata12k_1n - [INFO] - [E:172| 1600]: Train Loss:0.00094624, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:22:35,512 - wikidata12k_1n - [INFO] - [Epoch:172]: Training Loss:0.0009462 + +2023-05-09 07:22:35,726 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 07:22:56,901 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 07:23:09,155 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 07:23:30,493 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 07:23:42,641 - wikidata12k_1n - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.50381, Head : 0.34003, Avg : 0.42192 + +2023-05-09 07:23:42,641 - wikidata12k_1n - [INFO] - [Epoch 172]: Training Loss: 0.00094622, Valid MRR: 0.43341, + + + +2023-05-09 07:23:43,280 - wikidata12k_1n - [INFO] - [E:173| 0]: Train Loss:0.00093044, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:24:45,962 - wikidata12k_1n - [INFO] - [E:173| 100]: Train Loss:0.00094443, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:25:48,642 - wikidata12k_1n - [INFO] - [E:173| 200]: Train Loss:0.00094611, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:26:51,306 - wikidata12k_1n - [INFO] - [E:173| 300]: Train Loss:0.00094553, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:27:53,977 - wikidata12k_1n - [INFO] - [E:173| 400]: Train Loss:0.00094481, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:28:56,719 - wikidata12k_1n - [INFO] - [E:173| 500]: Train Loss:0.00094506, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:29:59,435 - wikidata12k_1n - [INFO] - [E:173| 600]: Train Loss:0.00094511, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:31:02,087 - wikidata12k_1n - [INFO] - [E:173| 700]: Train Loss:0.00094534, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:32:04,746 - wikidata12k_1n - [INFO] - [E:173| 800]: Train Loss:0.00094572, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:33:07,375 - wikidata12k_1n - [INFO] - [E:173| 900]: Train Loss:0.00094625, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:34:09,978 - wikidata12k_1n - [INFO] - [E:173| 1000]: Train Loss:0.00094589, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:35:12,653 - wikidata12k_1n - [INFO] - [E:173| 1100]: Train Loss:0.00094578, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:36:15,396 - wikidata12k_1n - [INFO] - [E:173| 1200]: Train Loss:0.00094584, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:37:18,064 - wikidata12k_1n - [INFO] - [E:173| 1300]: Train Loss:0.00094573, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:38:20,830 - wikidata12k_1n - [INFO] - [E:173| 1400]: Train Loss:0.00094573, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:39:23,502 - wikidata12k_1n - [INFO] - [E:173| 1500]: Train Loss:0.00094581, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:40:26,172 - wikidata12k_1n - [INFO] - [E:173| 1600]: Train Loss:0.00094597, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:41:07,112 - wikidata12k_1n - [INFO] - [Epoch:173]: Training Loss:0.0009461 + +2023-05-09 07:41:07,328 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 07:41:28,510 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 07:41:40,768 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 07:42:02,131 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 07:42:14,275 - wikidata12k_1n - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.49738, Head : 0.34201, Avg : 0.4197 + +2023-05-09 07:42:14,275 - wikidata12k_1n - [INFO] - [Epoch 173]: Training Loss: 0.00094614, Valid MRR: 0.43341, + + + +2023-05-09 07:42:14,916 - wikidata12k_1n - [INFO] - [E:174| 0]: Train Loss:0.00096208, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:43:17,568 - wikidata12k_1n - [INFO] - [E:174| 100]: Train Loss:0.00094539, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:44:20,259 - wikidata12k_1n - [INFO] - [E:174| 200]: Train Loss:0.00094509, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:45:22,932 - wikidata12k_1n - [INFO] - [E:174| 300]: Train Loss:0.00094506, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:46:25,675 - wikidata12k_1n - [INFO] - [E:174| 400]: Train Loss:0.00094532, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:47:28,420 - wikidata12k_1n - [INFO] - [E:174| 500]: Train Loss:0.00094473, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:48:31,129 - wikidata12k_1n - [INFO] - [E:174| 600]: Train Loss:0.00094513, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:49:33,782 - wikidata12k_1n - [INFO] - [E:174| 700]: Train Loss:0.00094505, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:50:36,427 - wikidata12k_1n - [INFO] - [E:174| 800]: Train Loss:0.0009452, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:51:39,061 - wikidata12k_1n - [INFO] - [E:174| 900]: Train Loss:0.00094569, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:52:41,730 - wikidata12k_1n - [INFO] - [E:174| 1000]: Train Loss:0.00094575, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:53:44,386 - wikidata12k_1n - [INFO] - [E:174| 1100]: Train Loss:0.00094556, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:54:47,004 - wikidata12k_1n - [INFO] - [E:174| 1200]: Train Loss:0.00094567, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:55:49,812 - wikidata12k_1n - [INFO] - [E:174| 1300]: Train Loss:0.00094566, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:56:52,487 - wikidata12k_1n - [INFO] - [E:174| 1400]: Train Loss:0.00094586, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:57:55,122 - wikidata12k_1n - [INFO] - [E:174| 1500]: Train Loss:0.00094568, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:58:57,770 - wikidata12k_1n - [INFO] - [E:174| 1600]: Train Loss:0.00094576, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:59:38,698 - wikidata12k_1n - [INFO] - [Epoch:174]: Training Loss:0.0009457 + +2023-05-09 07:59:38,913 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 08:00:00,095 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 08:00:12,367 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 08:00:33,728 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 08:00:45,896 - wikidata12k_1n - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.49976, Head : 0.35334, Avg : 0.42655 + +2023-05-09 08:00:45,896 - wikidata12k_1n - [INFO] - [Epoch 174]: Training Loss: 0.0009457, Valid MRR: 0.43341, + + + +2023-05-09 08:00:46,542 - wikidata12k_1n - [INFO] - [E:175| 0]: Train Loss:0.000914, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:01:49,263 - wikidata12k_1n - [INFO] - [E:175| 100]: Train Loss:0.00094567, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:02:51,937 - wikidata12k_1n - [INFO] - [E:175| 200]: Train Loss:0.0009477, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:03:54,617 - wikidata12k_1n - [INFO] - [E:175| 300]: Train Loss:0.000946, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:04:57,393 - wikidata12k_1n - [INFO] - [E:175| 400]: Train Loss:0.00094532, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:06:00,164 - wikidata12k_1n - [INFO] - [E:175| 500]: Train Loss:0.00094449, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:07:02,945 - wikidata12k_1n - [INFO] - [E:175| 600]: Train Loss:0.00094498, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:08:05,710 - wikidata12k_1n - [INFO] - [E:175| 700]: Train Loss:0.00094529, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:09:08,654 - wikidata12k_1n - [INFO] - [E:175| 800]: Train Loss:0.00094549, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:10:11,506 - wikidata12k_1n - [INFO] - [E:175| 900]: Train Loss:0.00094558, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:11:14,381 - wikidata12k_1n - [INFO] - [E:175| 1000]: Train Loss:0.00094561, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:12:17,043 - wikidata12k_1n - [INFO] - [E:175| 1100]: Train Loss:0.00094566, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:13:19,879 - wikidata12k_1n - [INFO] - [E:175| 1200]: Train Loss:0.00094548, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:14:22,614 - wikidata12k_1n - [INFO] - [E:175| 1300]: Train Loss:0.00094543, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:15:25,355 - wikidata12k_1n - [INFO] - [E:175| 1400]: Train Loss:0.00094547, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:16:28,093 - wikidata12k_1n - [INFO] - [E:175| 1500]: Train Loss:0.00094509, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:17:30,818 - wikidata12k_1n - [INFO] - [E:175| 1600]: Train Loss:0.00094511, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:18:11,871 - wikidata12k_1n - [INFO] - [Epoch:175]: Training Loss:0.0009454 + +2023-05-09 08:18:12,090 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 08:18:33,283 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 08:18:45,566 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 08:19:06,923 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 08:19:19,072 - wikidata12k_1n - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.49948, Head : 0.3756, Avg : 0.43754 + +2023-05-09 08:19:20,033 - wikidata12k_1n - [INFO] - [Epoch 175]: Training Loss: 0.00094539, Valid MRR: 0.43754, + + + +2023-05-09 08:19:20,676 - wikidata12k_1n - [INFO] - [E:176| 0]: Train Loss:0.00092347, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:20:23,436 - wikidata12k_1n - [INFO] - [E:176| 100]: Train Loss:0.00094176, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:21:26,234 - wikidata12k_1n - [INFO] - [E:176| 200]: Train Loss:0.00094401, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:22:28,968 - wikidata12k_1n - [INFO] - [E:176| 300]: Train Loss:0.00094333, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:23:31,691 - wikidata12k_1n - [INFO] - [E:176| 400]: Train Loss:0.00094296, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:24:34,429 - wikidata12k_1n - [INFO] - [E:176| 500]: Train Loss:0.00094312, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:25:37,151 - wikidata12k_1n - [INFO] - [E:176| 600]: Train Loss:0.00094402, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:26:39,847 - wikidata12k_1n - [INFO] - [E:176| 700]: Train Loss:0.00094415, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:27:42,526 - wikidata12k_1n - [INFO] - [E:176| 800]: Train Loss:0.00094423, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:28:45,180 - wikidata12k_1n - [INFO] - [E:176| 900]: Train Loss:0.000944, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:29:47,884 - wikidata12k_1n - [INFO] - [E:176| 1000]: Train Loss:0.00094421, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:30:50,657 - wikidata12k_1n - [INFO] - [E:176| 1100]: Train Loss:0.00094435, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:31:53,378 - wikidata12k_1n - [INFO] - [E:176| 1200]: Train Loss:0.00094462, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:32:56,085 - wikidata12k_1n - [INFO] - [E:176| 1300]: Train Loss:0.00094488, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:33:58,790 - wikidata12k_1n - [INFO] - [E:176| 1400]: Train Loss:0.00094526, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:35:01,554 - wikidata12k_1n - [INFO] - [E:176| 1500]: Train Loss:0.00094516, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:36:04,261 - wikidata12k_1n - [INFO] - [E:176| 1600]: Train Loss:0.00094504, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:36:45,261 - wikidata12k_1n - [INFO] - [Epoch:176]: Training Loss:0.0009452 + +2023-05-09 08:36:45,476 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 08:37:06,659 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 08:37:18,926 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 08:37:40,307 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 08:37:52,453 - wikidata12k_1n - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.49902, Head : 0.27045, Avg : 0.38473 + +2023-05-09 08:37:52,453 - wikidata12k_1n - [INFO] - [Epoch 176]: Training Loss: 0.00094523, Valid MRR: 0.43754, + + + +2023-05-09 08:37:53,094 - wikidata12k_1n - [INFO] - [E:177| 0]: Train Loss:0.00092358, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:38:55,920 - wikidata12k_1n - [INFO] - [E:177| 100]: Train Loss:0.00094676, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:39:58,635 - wikidata12k_1n - [INFO] - [E:177| 200]: Train Loss:0.00094571, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:41:01,339 - wikidata12k_1n - [INFO] - [E:177| 300]: Train Loss:0.00094601, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:42:04,032 - wikidata12k_1n - [INFO] - [E:177| 400]: Train Loss:0.00094531, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:43:06,700 - wikidata12k_1n - [INFO] - [E:177| 500]: Train Loss:0.00094534, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:44:09,401 - wikidata12k_1n - [INFO] - [E:177| 600]: Train Loss:0.00094556, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:45:12,122 - wikidata12k_1n - [INFO] - [E:177| 700]: Train Loss:0.00094564, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:46:14,966 - wikidata12k_1n - [INFO] - [E:177| 800]: Train Loss:0.00094559, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:47:17,666 - wikidata12k_1n - [INFO] - [E:177| 900]: Train Loss:0.00094564, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:48:20,454 - wikidata12k_1n - [INFO] - [E:177| 1000]: Train Loss:0.00094534, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:49:23,229 - wikidata12k_1n - [INFO] - [E:177| 1100]: Train Loss:0.0009452, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:50:25,951 - wikidata12k_1n - [INFO] - [E:177| 1200]: Train Loss:0.00094501, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:51:28,707 - wikidata12k_1n - [INFO] - [E:177| 1300]: Train Loss:0.00094494, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:52:31,450 - wikidata12k_1n - [INFO] - [E:177| 1400]: Train Loss:0.00094474, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:53:34,202 - wikidata12k_1n - [INFO] - [E:177| 1500]: Train Loss:0.00094505, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:54:36,975 - wikidata12k_1n - [INFO] - [E:177| 1600]: Train Loss:0.0009451, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:55:17,982 - wikidata12k_1n - [INFO] - [Epoch:177]: Training Loss:0.0009449 + +2023-05-09 08:55:18,196 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 08:55:39,422 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 08:55:51,716 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 08:56:13,135 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 08:56:25,285 - wikidata12k_1n - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.50254, Head : 0.37072, Avg : 0.43663 + +2023-05-09 08:56:25,285 - wikidata12k_1n - [INFO] - [Epoch 177]: Training Loss: 0.00094491, Valid MRR: 0.43754, + + + +2023-05-09 08:56:25,924 - wikidata12k_1n - [INFO] - [E:178| 0]: Train Loss:0.00093761, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:57:28,587 - wikidata12k_1n - [INFO] - [E:178| 100]: Train Loss:0.00094273, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:58:31,261 - wikidata12k_1n - [INFO] - [E:178| 200]: Train Loss:0.00094211, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:59:33,926 - wikidata12k_1n - [INFO] - [E:178| 300]: Train Loss:0.00094314, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:00:36,575 - wikidata12k_1n - [INFO] - [E:178| 400]: Train Loss:0.00094315, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:01:39,215 - wikidata12k_1n - [INFO] - [E:178| 500]: Train Loss:0.00094368, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:02:41,842 - wikidata12k_1n - [INFO] - [E:178| 600]: Train Loss:0.00094395, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:03:44,500 - wikidata12k_1n - [INFO] - [E:178| 700]: Train Loss:0.00094436, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:04:47,222 - wikidata12k_1n - [INFO] - [E:178| 800]: Train Loss:0.00094454, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:05:49,911 - wikidata12k_1n - [INFO] - [E:178| 900]: Train Loss:0.00094453, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:06:52,642 - wikidata12k_1n - [INFO] - [E:178| 1000]: Train Loss:0.00094464, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:07:55,360 - wikidata12k_1n - [INFO] - [E:178| 1100]: Train Loss:0.00094442, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:08:58,063 - wikidata12k_1n - [INFO] - [E:178| 1200]: Train Loss:0.00094445, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:10:00,820 - wikidata12k_1n - [INFO] - [E:178| 1300]: Train Loss:0.00094469, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:11:03,534 - wikidata12k_1n - [INFO] - [E:178| 1400]: Train Loss:0.000945, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:12:06,285 - wikidata12k_1n - [INFO] - [E:178| 1500]: Train Loss:0.00094532, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:13:09,037 - wikidata12k_1n - [INFO] - [E:178| 1600]: Train Loss:0.00094494, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:13:50,087 - wikidata12k_1n - [INFO] - [Epoch:178]: Training Loss:0.0009449 + +2023-05-09 09:13:50,302 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 09:14:11,488 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 09:14:23,754 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 09:14:45,132 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 09:14:57,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.49396, Head : 0.35434, Avg : 0.42415 + +2023-05-09 09:14:57,278 - wikidata12k_1n - [INFO] - [Epoch 178]: Training Loss: 0.00094489, Valid MRR: 0.43754, + + + +2023-05-09 09:14:57,919 - wikidata12k_1n - [INFO] - [E:179| 0]: Train Loss:0.00093283, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:16:00,617 - wikidata12k_1n - [INFO] - [E:179| 100]: Train Loss:0.00094391, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:17:03,343 - wikidata12k_1n - [INFO] - [E:179| 200]: Train Loss:0.00094526, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:18:06,018 - wikidata12k_1n - [INFO] - [E:179| 300]: Train Loss:0.00094605, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:19:08,636 - wikidata12k_1n - [INFO] - [E:179| 400]: Train Loss:0.0009455, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:20:11,250 - wikidata12k_1n - [INFO] - [E:179| 500]: Train Loss:0.00094489, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:21:13,875 - wikidata12k_1n - [INFO] - [E:179| 600]: Train Loss:0.00094433, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:22:16,612 - wikidata12k_1n - [INFO] - [E:179| 700]: Train Loss:0.00094396, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:23:19,293 - wikidata12k_1n - [INFO] - [E:179| 800]: Train Loss:0.00094418, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:24:21,953 - wikidata12k_1n - [INFO] - [E:179| 900]: Train Loss:0.00094434, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:25:24,610 - wikidata12k_1n - [INFO] - [E:179| 1000]: Train Loss:0.00094435, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:26:27,304 - wikidata12k_1n - [INFO] - [E:179| 1100]: Train Loss:0.00094413, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:27:29,953 - wikidata12k_1n - [INFO] - [E:179| 1200]: Train Loss:0.00094407, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:28:32,613 - wikidata12k_1n - [INFO] - [E:179| 1300]: Train Loss:0.00094431, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:29:35,260 - wikidata12k_1n - [INFO] - [E:179| 1400]: Train Loss:0.00094436, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:30:37,918 - wikidata12k_1n - [INFO] - [E:179| 1500]: Train Loss:0.00094432, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:31:40,660 - wikidata12k_1n - [INFO] - [E:179| 1600]: Train Loss:0.00094443, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:32:21,621 - wikidata12k_1n - [INFO] - [Epoch:179]: Training Loss:0.0009444 + +2023-05-09 09:32:21,835 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 09:32:43,051 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 09:32:55,323 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 09:33:16,687 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 09:33:28,842 - wikidata12k_1n - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.49842, Head : 0.35319, Avg : 0.42581 + MR: Tail : 774.78, Head : 825.42, Avg : 800.1 + Hit-1: Tail : 0.41083, Head : 0.25114, Avg : 0.33098 + Hit-3: Tail : 0.54488, Head : 0.40108, Avg : 0.47298 + Hit-10: Tail : 0.66147, Head : 0.55552, Avg : 0.6085 +2023-05-09 09:33:28,842 - wikidata12k_1n - [INFO] - [Epoch 179]: Training Loss: 0.00094443, Valid MRR: 0.43754, + + + +2023-05-09 09:33:29,482 - wikidata12k_1n - [INFO] - [E:180| 0]: Train Loss:0.001018, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:34:32,167 - wikidata12k_1n - [INFO] - [E:180| 100]: Train Loss:0.00094427, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:35:34,803 - wikidata12k_1n - [INFO] - [E:180| 200]: Train Loss:0.00094273, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:36:37,436 - wikidata12k_1n - [INFO] - [E:180| 300]: Train Loss:0.00094362, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:37:40,095 - wikidata12k_1n - [INFO] - [E:180| 400]: Train Loss:0.00094329, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:38:42,746 - wikidata12k_1n - [INFO] - [E:180| 500]: Train Loss:0.0009437, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:39:45,495 - wikidata12k_1n - [INFO] - [E:180| 600]: Train Loss:0.0009447, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:40:48,211 - wikidata12k_1n - [INFO] - [E:180| 700]: Train Loss:0.00094454, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:41:50,947 - wikidata12k_1n - [INFO] - [E:180| 800]: Train Loss:0.00094462, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:42:53,666 - wikidata12k_1n - [INFO] - [E:180| 900]: Train Loss:0.0009448, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:43:56,331 - wikidata12k_1n - [INFO] - [E:180| 1000]: Train Loss:0.00094458, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:44:58,965 - wikidata12k_1n - [INFO] - [E:180| 1100]: Train Loss:0.00094442, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:46:01,597 - wikidata12k_1n - [INFO] - [E:180| 1200]: Train Loss:0.00094432, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:47:04,227 - wikidata12k_1n - [INFO] - [E:180| 1300]: Train Loss:0.0009445, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:48:06,887 - wikidata12k_1n - [INFO] - [E:180| 1400]: Train Loss:0.00094489, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:49:09,679 - wikidata12k_1n - [INFO] - [E:180| 1500]: Train Loss:0.00094483, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:50:12,396 - wikidata12k_1n - [INFO] - [E:180| 1600]: Train Loss:0.00094467, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:50:53,376 - wikidata12k_1n - [INFO] - [Epoch:180]: Training Loss:0.0009447 + +2023-05-09 09:50:53,592 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 09:51:14,781 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 09:51:27,057 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 09:51:48,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 09:52:00,577 - wikidata12k_1n - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.50589, Head : 0.35442, Avg : 0.43016 + +2023-05-09 09:52:00,577 - wikidata12k_1n - [INFO] - [Epoch 180]: Training Loss: 0.00094472, Valid MRR: 0.43754, + + + +2023-05-09 09:52:01,219 - wikidata12k_1n - [INFO] - [E:181| 0]: Train Loss:0.00092816, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:53:03,880 - wikidata12k_1n - [INFO] - [E:181| 100]: Train Loss:0.00094238, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:54:06,513 - wikidata12k_1n - [INFO] - [E:181| 200]: Train Loss:0.00094342, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:55:09,180 - wikidata12k_1n - [INFO] - [E:181| 300]: Train Loss:0.00094352, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:56:11,835 - wikidata12k_1n - [INFO] - [E:181| 400]: Train Loss:0.00094308, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:57:14,591 - wikidata12k_1n - [INFO] - [E:181| 500]: Train Loss:0.00094369, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:58:17,342 - wikidata12k_1n - [INFO] - [E:181| 600]: Train Loss:0.00094396, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:59:20,040 - wikidata12k_1n - [INFO] - [E:181| 700]: Train Loss:0.00094416, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:00:22,721 - wikidata12k_1n - [INFO] - [E:181| 800]: Train Loss:0.00094435, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:01:25,426 - wikidata12k_1n - [INFO] - [E:181| 900]: Train Loss:0.00094441, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:02:28,067 - wikidata12k_1n - [INFO] - [E:181| 1000]: Train Loss:0.00094424, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:03:30,710 - wikidata12k_1n - [INFO] - [E:181| 1100]: Train Loss:0.00094404, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:04:33,382 - wikidata12k_1n - [INFO] - [E:181| 1200]: Train Loss:0.00094419, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:05:36,137 - wikidata12k_1n - [INFO] - [E:181| 1300]: Train Loss:0.00094452, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:06:38,883 - wikidata12k_1n - [INFO] - [E:181| 1400]: Train Loss:0.0009443, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:07:41,521 - wikidata12k_1n - [INFO] - [E:181| 1500]: Train Loss:0.00094414, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:08:44,176 - wikidata12k_1n - [INFO] - [E:181| 1600]: Train Loss:0.00094421, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:09:25,113 - wikidata12k_1n - [INFO] - [Epoch:181]: Training Loss:0.0009444 + +2023-05-09 10:09:25,330 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 10:09:46,532 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 10:09:58,798 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 10:10:20,153 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 10:10:32,300 - wikidata12k_1n - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.49799, Head : 0.33802, Avg : 0.418 + +2023-05-09 10:10:32,300 - wikidata12k_1n - [INFO] - [Epoch 181]: Training Loss: 0.00094443, Valid MRR: 0.43754, + + + +2023-05-09 10:10:32,943 - wikidata12k_1n - [INFO] - [E:182| 0]: Train Loss:0.00093058, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:11:35,719 - wikidata12k_1n - [INFO] - [E:182| 100]: Train Loss:0.0009443, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:12:38,515 - wikidata12k_1n - [INFO] - [E:182| 200]: Train Loss:0.00094357, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:13:41,268 - wikidata12k_1n - [INFO] - [E:182| 300]: Train Loss:0.00094447, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:14:44,041 - wikidata12k_1n - [INFO] - [E:182| 400]: Train Loss:0.00094407, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:15:46,718 - wikidata12k_1n - [INFO] - [E:182| 500]: Train Loss:0.00094356, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:16:49,380 - wikidata12k_1n - [INFO] - [E:182| 600]: Train Loss:0.00094372, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:17:52,047 - wikidata12k_1n - [INFO] - [E:182| 700]: Train Loss:0.00094346, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:18:54,742 - wikidata12k_1n - [INFO] - [E:182| 800]: Train Loss:0.00094428, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:19:57,378 - wikidata12k_1n - [INFO] - [E:182| 900]: Train Loss:0.00094482, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:21:00,042 - wikidata12k_1n - [INFO] - [E:182| 1000]: Train Loss:0.0009447, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:22:02,721 - wikidata12k_1n - [INFO] - [E:182| 1100]: Train Loss:0.00094476, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:23:05,402 - wikidata12k_1n - [INFO] - [E:182| 1200]: Train Loss:0.00094463, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:24:08,216 - wikidata12k_1n - [INFO] - [E:182| 1300]: Train Loss:0.00094443, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:25:10,953 - wikidata12k_1n - [INFO] - [E:182| 1400]: Train Loss:0.00094445, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:26:13,733 - wikidata12k_1n - [INFO] - [E:182| 1500]: Train Loss:0.00094421, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:27:16,485 - wikidata12k_1n - [INFO] - [E:182| 1600]: Train Loss:0.00094427, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:27:57,465 - wikidata12k_1n - [INFO] - [Epoch:182]: Training Loss:0.0009441 + +2023-05-09 10:27:57,679 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 10:28:18,871 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 10:28:31,162 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 10:28:52,520 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 10:29:04,671 - wikidata12k_1n - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.50595, Head : 0.37221, Avg : 0.43908 + +2023-05-09 10:29:05,652 - wikidata12k_1n - [INFO] - [Epoch 182]: Training Loss: 0.00094411, Valid MRR: 0.43908, + + + +2023-05-09 10:29:06,297 - wikidata12k_1n - [INFO] - [E:183| 0]: Train Loss:0.00093062, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:30:09,031 - wikidata12k_1n - [INFO] - [E:183| 100]: Train Loss:0.00094623, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:31:11,721 - wikidata12k_1n - [INFO] - [E:183| 200]: Train Loss:0.00094643, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:32:14,598 - wikidata12k_1n - [INFO] - [E:183| 300]: Train Loss:0.00094531, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:33:17,355 - wikidata12k_1n - [INFO] - [E:183| 400]: Train Loss:0.00094496, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:34:20,082 - wikidata12k_1n - [INFO] - [E:183| 500]: Train Loss:0.00094462, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:35:22,837 - wikidata12k_1n - [INFO] - [E:183| 600]: Train Loss:0.0009446, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:36:25,555 - wikidata12k_1n - [INFO] - [E:183| 700]: Train Loss:0.00094439, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:37:28,228 - wikidata12k_1n - [INFO] - [E:183| 800]: Train Loss:0.00094376, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:38:30,876 - wikidata12k_1n - [INFO] - [E:183| 900]: Train Loss:0.00094381, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:39:33,542 - wikidata12k_1n - [INFO] - [E:183| 1000]: Train Loss:0.00094385, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:40:36,309 - wikidata12k_1n - [INFO] - [E:183| 1100]: Train Loss:0.00094348, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:41:39,030 - wikidata12k_1n - [INFO] - [E:183| 1200]: Train Loss:0.00094362, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:42:41,738 - wikidata12k_1n - [INFO] - [E:183| 1300]: Train Loss:0.0009436, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:43:44,443 - wikidata12k_1n - [INFO] - [E:183| 1400]: Train Loss:0.00094346, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:44:47,148 - wikidata12k_1n - [INFO] - [E:183| 1500]: Train Loss:0.00094344, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:45:49,849 - wikidata12k_1n - [INFO] - [E:183| 1600]: Train Loss:0.0009436, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:46:30,811 - wikidata12k_1n - [INFO] - [Epoch:183]: Training Loss:0.0009436 + +2023-05-09 10:46:31,026 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 10:46:52,201 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 10:47:04,470 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 10:47:25,825 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 10:47:37,972 - wikidata12k_1n - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.49288, Head : 0.36969, Avg : 0.43129 + +2023-05-09 10:47:37,972 - wikidata12k_1n - [INFO] - [Epoch 183]: Training Loss: 0.00094356, Valid MRR: 0.43908, + + + +2023-05-09 10:47:38,613 - wikidata12k_1n - [INFO] - [E:184| 0]: Train Loss:0.00093356, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:48:41,331 - wikidata12k_1n - [INFO] - [E:184| 100]: Train Loss:0.00094361, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:49:44,163 - wikidata12k_1n - [INFO] - [E:184| 200]: Train Loss:0.00094205, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:50:46,926 - wikidata12k_1n - [INFO] - [E:184| 300]: Train Loss:0.0009424, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:51:49,687 - wikidata12k_1n - [INFO] - [E:184| 400]: Train Loss:0.0009426, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:52:52,492 - wikidata12k_1n - [INFO] - [E:184| 500]: Train Loss:0.00094213, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:53:55,211 - wikidata12k_1n - [INFO] - [E:184| 600]: Train Loss:0.00094243, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:54:57,862 - wikidata12k_1n - [INFO] - [E:184| 700]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:56:00,505 - wikidata12k_1n - [INFO] - [E:184| 800]: Train Loss:0.00094253, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:57:03,143 - wikidata12k_1n - [INFO] - [E:184| 900]: Train Loss:0.0009427, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:58:05,904 - wikidata12k_1n - [INFO] - [E:184| 1000]: Train Loss:0.00094268, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:59:08,633 - wikidata12k_1n - [INFO] - [E:184| 1100]: Train Loss:0.00094273, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:00:11,319 - wikidata12k_1n - [INFO] - [E:184| 1200]: Train Loss:0.00094274, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:01:13,996 - wikidata12k_1n - [INFO] - [E:184| 1300]: Train Loss:0.00094292, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:02:16,679 - wikidata12k_1n - [INFO] - [E:184| 1400]: Train Loss:0.00094325, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:03:19,370 - wikidata12k_1n - [INFO] - [E:184| 1500]: Train Loss:0.00094347, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:04:22,056 - wikidata12k_1n - [INFO] - [E:184| 1600]: Train Loss:0.00094352, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:05:03,003 - wikidata12k_1n - [INFO] - [Epoch:184]: Training Loss:0.0009436 + +2023-05-09 11:05:03,218 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 11:05:24,402 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 11:05:36,668 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 11:05:58,003 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 11:06:10,138 - wikidata12k_1n - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.50582, Head : 0.3569, Avg : 0.43136 + +2023-05-09 11:06:10,138 - wikidata12k_1n - [INFO] - [Epoch 184]: Training Loss: 0.00094359, Valid MRR: 0.43908, + + + +2023-05-09 11:06:10,778 - wikidata12k_1n - [INFO] - [E:185| 0]: Train Loss:0.00092864, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:07:13,629 - wikidata12k_1n - [INFO] - [E:185| 100]: Train Loss:0.00094386, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:08:16,309 - wikidata12k_1n - [INFO] - [E:185| 200]: Train Loss:0.00094395, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:09:18,964 - wikidata12k_1n - [INFO] - [E:185| 300]: Train Loss:0.00094341, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:10:21,585 - wikidata12k_1n - [INFO] - [E:185| 400]: Train Loss:0.00094281, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:11:24,248 - wikidata12k_1n - [INFO] - [E:185| 500]: Train Loss:0.0009427, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:12:26,984 - wikidata12k_1n - [INFO] - [E:185| 600]: Train Loss:0.00094239, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:13:29,744 - wikidata12k_1n - [INFO] - [E:185| 700]: Train Loss:0.0009426, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:14:32,466 - wikidata12k_1n - [INFO] - [E:185| 800]: Train Loss:0.00094288, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:15:35,262 - wikidata12k_1n - [INFO] - [E:185| 900]: Train Loss:0.00094297, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:16:37,979 - wikidata12k_1n - [INFO] - [E:185| 1000]: Train Loss:0.00094327, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:17:40,717 - wikidata12k_1n - [INFO] - [E:185| 1100]: Train Loss:0.0009433, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:18:43,450 - wikidata12k_1n - [INFO] - [E:185| 1200]: Train Loss:0.0009434, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:19:46,191 - wikidata12k_1n - [INFO] - [E:185| 1300]: Train Loss:0.00094342, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:20:48,974 - wikidata12k_1n - [INFO] - [E:185| 1400]: Train Loss:0.00094348, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:21:51,683 - wikidata12k_1n - [INFO] - [E:185| 1500]: Train Loss:0.00094356, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:22:54,286 - wikidata12k_1n - [INFO] - [E:185| 1600]: Train Loss:0.00094341, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:23:35,270 - wikidata12k_1n - [INFO] - [Epoch:185]: Training Loss:0.0009437 + +2023-05-09 11:23:35,486 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 11:23:56,719 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 11:24:08,980 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 11:24:30,320 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 11:24:42,458 - wikidata12k_1n - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.49932, Head : 0.36431, Avg : 0.43182 + +2023-05-09 11:24:42,458 - wikidata12k_1n - [INFO] - [Epoch 185]: Training Loss: 0.00094366, Valid MRR: 0.43908, + + + +2023-05-09 11:24:43,096 - wikidata12k_1n - [INFO] - [E:186| 0]: Train Loss:0.00092238, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:25:45,761 - wikidata12k_1n - [INFO] - [E:186| 100]: Train Loss:0.00094476, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:26:48,509 - wikidata12k_1n - [INFO] - [E:186| 200]: Train Loss:0.00094403, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:27:51,244 - wikidata12k_1n - [INFO] - [E:186| 300]: Train Loss:0.00094333, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:28:54,002 - wikidata12k_1n - [INFO] - [E:186| 400]: Train Loss:0.00094431, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:29:56,728 - wikidata12k_1n - [INFO] - [E:186| 500]: Train Loss:0.00094393, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:30:59,490 - wikidata12k_1n - [INFO] - [E:186| 600]: Train Loss:0.00094397, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:32:02,242 - wikidata12k_1n - [INFO] - [E:186| 700]: Train Loss:0.00094429, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:33:04,971 - wikidata12k_1n - [INFO] - [E:186| 800]: Train Loss:0.00094443, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:34:07,598 - wikidata12k_1n - [INFO] - [E:186| 900]: Train Loss:0.00094368, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:35:10,248 - wikidata12k_1n - [INFO] - [E:186| 1000]: Train Loss:0.0009434, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:36:12,899 - wikidata12k_1n - [INFO] - [E:186| 1100]: Train Loss:0.0009437, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:37:15,555 - wikidata12k_1n - [INFO] - [E:186| 1200]: Train Loss:0.00094364, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:38:18,183 - wikidata12k_1n - [INFO] - [E:186| 1300]: Train Loss:0.00094335, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:39:20,882 - wikidata12k_1n - [INFO] - [E:186| 1400]: Train Loss:0.00094358, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:40:23,529 - wikidata12k_1n - [INFO] - [E:186| 1500]: Train Loss:0.00094369, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:41:26,223 - wikidata12k_1n - [INFO] - [E:186| 1600]: Train Loss:0.00094373, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:42:07,138 - wikidata12k_1n - [INFO] - [Epoch:186]: Training Loss:0.0009436 + +2023-05-09 11:42:07,354 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 11:42:28,531 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 11:42:40,795 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 11:43:02,132 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 11:43:14,265 - wikidata12k_1n - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.49493, Head : 0.36896, Avg : 0.43194 + +2023-05-09 11:43:14,266 - wikidata12k_1n - [INFO] - [Epoch 186]: Training Loss: 0.00094356, Valid MRR: 0.43908, + + + +2023-05-09 11:43:14,909 - wikidata12k_1n - [INFO] - [E:187| 0]: Train Loss:0.00093208, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:44:17,584 - wikidata12k_1n - [INFO] - [E:187| 100]: Train Loss:0.00094353, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:45:20,264 - wikidata12k_1n - [INFO] - [E:187| 200]: Train Loss:0.00094201, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:46:22,918 - wikidata12k_1n - [INFO] - [E:187| 300]: Train Loss:0.00094279, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:47:25,569 - wikidata12k_1n - [INFO] - [E:187| 400]: Train Loss:0.00094269, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:48:28,181 - wikidata12k_1n - [INFO] - [E:187| 500]: Train Loss:0.00094227, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:49:30,763 - wikidata12k_1n - [INFO] - [E:187| 600]: Train Loss:0.00094304, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:50:33,487 - wikidata12k_1n - [INFO] - [E:187| 700]: Train Loss:0.00094289, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:51:36,152 - wikidata12k_1n - [INFO] - [E:187| 800]: Train Loss:0.00094245, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:52:38,800 - wikidata12k_1n - [INFO] - [E:187| 900]: Train Loss:0.00094287, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:53:41,510 - wikidata12k_1n - [INFO] - [E:187| 1000]: Train Loss:0.00094293, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:54:44,271 - wikidata12k_1n - [INFO] - [E:187| 1100]: Train Loss:0.00094309, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:55:47,006 - wikidata12k_1n - [INFO] - [E:187| 1200]: Train Loss:0.00094303, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:56:49,669 - wikidata12k_1n - [INFO] - [E:187| 1300]: Train Loss:0.00094304, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:57:52,328 - wikidata12k_1n - [INFO] - [E:187| 1400]: Train Loss:0.0009433, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:58:55,158 - wikidata12k_1n - [INFO] - [E:187| 1500]: Train Loss:0.00094325, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:59:57,871 - wikidata12k_1n - [INFO] - [E:187| 1600]: Train Loss:0.00094328, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:00:38,861 - wikidata12k_1n - [INFO] - [Epoch:187]: Training Loss:0.0009434 + +2023-05-09 12:00:39,076 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 12:01:00,270 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 12:01:12,547 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 12:01:33,925 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 12:01:46,079 - wikidata12k_1n - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.49941, Head : 0.32081, Avg : 0.41011 + +2023-05-09 12:01:46,079 - wikidata12k_1n - [INFO] - [Epoch 187]: Training Loss: 0.00094337, Valid MRR: 0.43908, + + + +2023-05-09 12:01:46,724 - wikidata12k_1n - [INFO] - [E:188| 0]: Train Loss:0.0010061, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:02:49,476 - wikidata12k_1n - [INFO] - [E:188| 100]: Train Loss:0.00094298, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:03:52,176 - wikidata12k_1n - [INFO] - [E:188| 200]: Train Loss:0.00094295, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:04:54,934 - wikidata12k_1n - [INFO] - [E:188| 300]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:05:57,629 - wikidata12k_1n - [INFO] - [E:188| 400]: Train Loss:0.0009409, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:07:00,375 - wikidata12k_1n - [INFO] - [E:188| 500]: Train Loss:0.00094195, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:08:03,062 - wikidata12k_1n - [INFO] - [E:188| 600]: Train Loss:0.00094219, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:09:05,747 - wikidata12k_1n - [INFO] - [E:188| 700]: Train Loss:0.00094206, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:10:08,445 - wikidata12k_1n - [INFO] - [E:188| 800]: Train Loss:0.00094229, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:11:11,180 - wikidata12k_1n - [INFO] - [E:188| 900]: Train Loss:0.00094244, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:12:13,851 - wikidata12k_1n - [INFO] - [E:188| 1000]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:13:16,508 - wikidata12k_1n - [INFO] - [E:188| 1100]: Train Loss:0.00094237, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:14:19,161 - wikidata12k_1n - [INFO] - [E:188| 1200]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:15:21,792 - wikidata12k_1n - [INFO] - [E:188| 1300]: Train Loss:0.00094276, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:16:24,575 - wikidata12k_1n - [INFO] - [E:188| 1400]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:17:27,237 - wikidata12k_1n - [INFO] - [E:188| 1500]: Train Loss:0.00094274, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:18:29,864 - wikidata12k_1n - [INFO] - [E:188| 1600]: Train Loss:0.00094284, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:18:51,450 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-09 12:19:02,524 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 12:19:10,787 - wikidata12k_1n - [INFO] - [Epoch:188]: Training Loss:0.0009429 + +2023-05-09 12:19:11,002 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 12:19:32,204 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 12:19:39,557 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 12:19:44,472 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 12:19:58,532 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-09 12:20:05,827 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 12:20:17,976 - wikidata12k_1n - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.49717, Head : 0.33342, Avg : 0.41529 + +2023-05-09 12:20:17,977 - wikidata12k_1n - [INFO] - [Epoch 188]: Training Loss: 0.0009429, Valid MRR: 0.43908, + + + +2023-05-09 12:20:18,616 - wikidata12k_1n - [INFO] - [E:189| 0]: Train Loss:0.00095607, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:20:37,020 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-09 12:20:56,191 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47721, Head : 0.32431, Avg : 0.40076 + MR: Tail : 927.94, Head : 947.02, Avg : 937.48 + Hit-1: Tail : 0.39007, Head : 0.23694, Avg : 0.3135 + Hit-3: Tail : 0.53007, Head : 0.35764, Avg : 0.44385 + Hit-10: Tail : 0.6379, Head : 0.51507, Avg : 0.57649 +2023-05-09 12:21:21,395 - wikidata12k_1n - [INFO] - [E:189| 100]: Train Loss:0.00094371, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:22:24,162 - wikidata12k_1n - [INFO] - [E:189| 200]: Train Loss:0.00094311, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:23:26,930 - wikidata12k_1n - [INFO] - [E:189| 300]: Train Loss:0.00094247, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:24:29,778 - wikidata12k_1n - [INFO] - [E:189| 400]: Train Loss:0.00094289, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:25:32,425 - wikidata12k_1n - [INFO] - [E:189| 500]: Train Loss:0.00094196, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:26:35,093 - wikidata12k_1n - [INFO] - [E:189| 600]: Train Loss:0.00094183, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:27:37,717 - wikidata12k_1n - [INFO] - [E:189| 700]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:28:40,333 - wikidata12k_1n - [INFO] - [E:189| 800]: Train Loss:0.00094197, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:29:42,988 - wikidata12k_1n - [INFO] - [E:189| 900]: Train Loss:0.00094211, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:30:45,635 - wikidata12k_1n - [INFO] - [E:189| 1000]: Train Loss:0.00094186, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:31:48,272 - wikidata12k_1n - [INFO] - [E:189| 1100]: Train Loss:0.00094208, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:32:50,910 - wikidata12k_1n - [INFO] - [E:189| 1200]: Train Loss:0.00094196, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:33:53,722 - wikidata12k_1n - [INFO] - [E:189| 1300]: Train Loss:0.00094241, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:34:56,529 - wikidata12k_1n - [INFO] - [E:189| 1400]: Train Loss:0.0009425, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:35:59,201 - wikidata12k_1n - [INFO] - [E:189| 1500]: Train Loss:0.00094246, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:37:01,911 - wikidata12k_1n - [INFO] - [E:189| 1600]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:37:42,915 - wikidata12k_1n - [INFO] - [Epoch:189]: Training Loss:0.0009427 + +2023-05-09 12:37:43,130 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 12:38:04,324 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 12:38:16,606 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 12:38:37,963 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 12:38:50,105 - wikidata12k_1n - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.49191, Head : 0.36059, Avg : 0.42625 + MR: Tail : 769.81, Head : 827.21, Avg : 798.51 + Hit-1: Tail : 0.40672, Head : 0.25713, Avg : 0.33192 + Hit-3: Tail : 0.53598, Head : 0.41855, Avg : 0.47726 + Hit-10: Tail : 0.65504, Head : 0.55181, Avg : 0.60342 +2023-05-09 12:38:50,105 - wikidata12k_1n - [INFO] - [Epoch 189]: Training Loss: 0.00094271, Valid MRR: 0.43908, + + + +2023-05-09 12:38:50,744 - wikidata12k_1n - [INFO] - [E:190| 0]: Train Loss:0.00094326, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:39:53,399 - wikidata12k_1n - [INFO] - [E:190| 100]: Train Loss:0.00094105, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:40:56,035 - wikidata12k_1n - [INFO] - [E:190| 200]: Train Loss:0.00094041, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:41:58,758 - wikidata12k_1n - [INFO] - [E:190| 300]: Train Loss:0.00094089, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:43:01,474 - wikidata12k_1n - [INFO] - [E:190| 400]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:44:04,211 - wikidata12k_1n - [INFO] - [E:190| 500]: Train Loss:0.00094181, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:45:06,914 - wikidata12k_1n - [INFO] - [E:190| 600]: Train Loss:0.0009431, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:46:09,607 - wikidata12k_1n - [INFO] - [E:190| 700]: Train Loss:0.00094322, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:47:12,310 - wikidata12k_1n - [INFO] - [E:190| 800]: Train Loss:0.00094331, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:48:14,967 - wikidata12k_1n - [INFO] - [E:190| 900]: Train Loss:0.00094325, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:49:17,558 - wikidata12k_1n - [INFO] - [E:190| 1000]: Train Loss:0.00094352, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:50:20,158 - wikidata12k_1n - [INFO] - [E:190| 1100]: Train Loss:0.0009437, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:51:22,892 - wikidata12k_1n - [INFO] - [E:190| 1200]: Train Loss:0.00094349, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:52:25,516 - wikidata12k_1n - [INFO] - [E:190| 1300]: Train Loss:0.0009433, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:53:28,151 - wikidata12k_1n - [INFO] - [E:190| 1400]: Train Loss:0.00094309, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:54:30,824 - wikidata12k_1n - [INFO] - [E:190| 1500]: Train Loss:0.00094296, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:55:33,461 - wikidata12k_1n - [INFO] - [E:190| 1600]: Train Loss:0.00094296, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:56:14,382 - wikidata12k_1n - [INFO] - [Epoch:190]: Training Loss:0.0009427 + +2023-05-09 12:56:14,597 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 12:56:35,769 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 12:56:48,031 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 12:57:09,372 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 12:57:21,522 - wikidata12k_1n - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.49937, Head : 0.3737, Avg : 0.43654 + +2023-05-09 12:57:21,522 - wikidata12k_1n - [INFO] - [Epoch 190]: Training Loss: 0.00094268, Valid MRR: 0.43908, + + + +2023-05-09 12:57:22,165 - wikidata12k_1n - [INFO] - [E:191| 0]: Train Loss:0.00095971, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:58:24,824 - wikidata12k_1n - [INFO] - [E:191| 100]: Train Loss:0.00094175, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:59:27,543 - wikidata12k_1n - [INFO] - [E:191| 200]: Train Loss:0.00094035, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:00:30,154 - wikidata12k_1n - [INFO] - [E:191| 300]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:01:32,783 - wikidata12k_1n - [INFO] - [E:191| 400]: Train Loss:0.00094004, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:02:35,407 - wikidata12k_1n - [INFO] - [E:191| 500]: Train Loss:0.00094113, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:03:38,022 - wikidata12k_1n - [INFO] - [E:191| 600]: Train Loss:0.00094208, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:04:40,667 - wikidata12k_1n - [INFO] - [E:191| 700]: Train Loss:0.00094257, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:05:43,298 - wikidata12k_1n - [INFO] - [E:191| 800]: Train Loss:0.00094292, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:06:45,918 - wikidata12k_1n - [INFO] - [E:191| 900]: Train Loss:0.00094272, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:07:48,585 - wikidata12k_1n - [INFO] - [E:191| 1000]: Train Loss:0.00094244, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:08:51,326 - wikidata12k_1n - [INFO] - [E:191| 1100]: Train Loss:0.00094211, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:09:54,005 - wikidata12k_1n - [INFO] - [E:191| 1200]: Train Loss:0.00094178, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:10:56,634 - wikidata12k_1n - [INFO] - [E:191| 1300]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:11:59,324 - wikidata12k_1n - [INFO] - [E:191| 1400]: Train Loss:0.00094224, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:13:02,022 - wikidata12k_1n - [INFO] - [E:191| 1500]: Train Loss:0.0009422, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:14:04,717 - wikidata12k_1n - [INFO] - [E:191| 1600]: Train Loss:0.00094197, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:14:45,679 - wikidata12k_1n - [INFO] - [Epoch:191]: Training Loss:0.0009421 + +2023-05-09 13:14:45,894 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 13:15:07,082 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 13:15:19,360 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 13:15:40,698 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 13:15:52,832 - wikidata12k_1n - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.49384, Head : 0.33858, Avg : 0.41621 + +2023-05-09 13:15:52,832 - wikidata12k_1n - [INFO] - [Epoch 191]: Training Loss: 0.00094213, Valid MRR: 0.43908, + + + +2023-05-09 13:15:53,470 - wikidata12k_1n - [INFO] - [E:192| 0]: Train Loss:0.00094693, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:16:56,223 - wikidata12k_1n - [INFO] - [E:192| 100]: Train Loss:0.00094025, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:17:58,946 - wikidata12k_1n - [INFO] - [E:192| 200]: Train Loss:0.00093981, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:19:01,613 - wikidata12k_1n - [INFO] - [E:192| 300]: Train Loss:0.00094013, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:20:04,251 - wikidata12k_1n - [INFO] - [E:192| 400]: Train Loss:0.0009408, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:21:06,891 - wikidata12k_1n - [INFO] - [E:192| 500]: Train Loss:0.00094128, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:22:09,525 - wikidata12k_1n - [INFO] - [E:192| 600]: Train Loss:0.00094141, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:23:12,275 - wikidata12k_1n - [INFO] - [E:192| 700]: Train Loss:0.00094151, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:24:14,889 - wikidata12k_1n - [INFO] - [E:192| 800]: Train Loss:0.00094168, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:25:17,596 - wikidata12k_1n - [INFO] - [E:192| 900]: Train Loss:0.00094179, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:26:20,275 - wikidata12k_1n - [INFO] - [E:192| 1000]: Train Loss:0.0009418, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:27:22,926 - wikidata12k_1n - [INFO] - [E:192| 1100]: Train Loss:0.00094186, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:28:25,593 - wikidata12k_1n - [INFO] - [E:192| 1200]: Train Loss:0.00094218, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:29:28,280 - wikidata12k_1n - [INFO] - [E:192| 1300]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:30:30,986 - wikidata12k_1n - [INFO] - [E:192| 1400]: Train Loss:0.00094224, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:31:33,743 - wikidata12k_1n - [INFO] - [E:192| 1500]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:32:36,468 - wikidata12k_1n - [INFO] - [E:192| 1600]: Train Loss:0.00094256, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:33:17,482 - wikidata12k_1n - [INFO] - [Epoch:192]: Training Loss:0.0009426 + +2023-05-09 13:33:17,698 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 13:33:38,928 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 13:33:51,225 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 13:34:12,577 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 13:34:24,721 - wikidata12k_1n - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.5047, Head : 0.3593, Avg : 0.432 + +2023-05-09 13:34:24,722 - wikidata12k_1n - [INFO] - [Epoch 192]: Training Loss: 0.00094258, Valid MRR: 0.43908, + + + +2023-05-09 13:34:25,363 - wikidata12k_1n - [INFO] - [E:193| 0]: Train Loss:0.00095891, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:35:27,956 - wikidata12k_1n - [INFO] - [E:193| 100]: Train Loss:0.00093972, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:36:30,583 - wikidata12k_1n - [INFO] - [E:193| 200]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:37:33,270 - wikidata12k_1n - [INFO] - [E:193| 300]: Train Loss:0.00094117, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:38:36,057 - wikidata12k_1n - [INFO] - [E:193| 400]: Train Loss:0.00094135, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:39:38,792 - wikidata12k_1n - [INFO] - [E:193| 500]: Train Loss:0.00094063, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:40:41,564 - wikidata12k_1n - [INFO] - [E:193| 600]: Train Loss:0.00094094, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:41:44,291 - wikidata12k_1n - [INFO] - [E:193| 700]: Train Loss:0.00094121, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:42:47,129 - wikidata12k_1n - [INFO] - [E:193| 800]: Train Loss:0.00094147, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:43:49,767 - wikidata12k_1n - [INFO] - [E:193| 900]: Train Loss:0.0009418, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:44:52,405 - wikidata12k_1n - [INFO] - [E:193| 1000]: Train Loss:0.00094218, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:45:55,072 - wikidata12k_1n - [INFO] - [E:193| 1100]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:46:57,731 - wikidata12k_1n - [INFO] - [E:193| 1200]: Train Loss:0.00094205, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:48:00,417 - wikidata12k_1n - [INFO] - [E:193| 1300]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:49:03,064 - wikidata12k_1n - [INFO] - [E:193| 1400]: Train Loss:0.00094242, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:50:05,736 - wikidata12k_1n - [INFO] - [E:193| 1500]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:51:08,473 - wikidata12k_1n - [INFO] - [E:193| 1600]: Train Loss:0.00094198, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:51:49,406 - wikidata12k_1n - [INFO] - [Epoch:193]: Training Loss:0.0009423 + +2023-05-09 13:51:49,621 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 13:52:10,817 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 13:52:23,107 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 13:52:44,452 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 13:52:56,601 - wikidata12k_1n - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.49719, Head : 0.3689, Avg : 0.43305 + +2023-05-09 13:52:56,602 - wikidata12k_1n - [INFO] - [Epoch 193]: Training Loss: 0.00094233, Valid MRR: 0.43908, + + + +2023-05-09 13:52:57,244 - wikidata12k_1n - [INFO] - [E:194| 0]: Train Loss:0.00092837, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:53:59,951 - wikidata12k_1n - [INFO] - [E:194| 100]: Train Loss:0.00093956, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:55:02,642 - wikidata12k_1n - [INFO] - [E:194| 200]: Train Loss:0.00094026, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:56:05,252 - wikidata12k_1n - [INFO] - [E:194| 300]: Train Loss:0.00094074, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:57:07,855 - wikidata12k_1n - [INFO] - [E:194| 400]: Train Loss:0.00094074, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:58:10,604 - wikidata12k_1n - [INFO] - [E:194| 500]: Train Loss:0.00094089, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:59:13,319 - wikidata12k_1n - [INFO] - [E:194| 600]: Train Loss:0.00094118, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:00:16,047 - wikidata12k_1n - [INFO] - [E:194| 700]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:01:18,718 - wikidata12k_1n - [INFO] - [E:194| 800]: Train Loss:0.00094179, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:02:21,351 - wikidata12k_1n - [INFO] - [E:194| 900]: Train Loss:0.00094193, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:03:23,979 - wikidata12k_1n - [INFO] - [E:194| 1000]: Train Loss:0.00094164, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:04:26,598 - wikidata12k_1n - [INFO] - [E:194| 1100]: Train Loss:0.0009415, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:05:29,221 - wikidata12k_1n - [INFO] - [E:194| 1200]: Train Loss:0.00094161, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:06:31,837 - wikidata12k_1n - [INFO] - [E:194| 1300]: Train Loss:0.00094202, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:07:34,456 - wikidata12k_1n - [INFO] - [E:194| 1400]: Train Loss:0.00094186, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:08:37,197 - wikidata12k_1n - [INFO] - [E:194| 1500]: Train Loss:0.00094198, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:09:39,827 - wikidata12k_1n - [INFO] - [E:194| 1600]: Train Loss:0.00094195, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:10:20,771 - wikidata12k_1n - [INFO] - [Epoch:194]: Training Loss:0.0009421 + +2023-05-09 14:10:20,985 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 14:10:42,182 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 14:10:54,442 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 14:11:15,797 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 14:11:27,935 - wikidata12k_1n - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.49836, Head : 0.36773, Avg : 0.43305 + +2023-05-09 14:11:27,935 - wikidata12k_1n - [INFO] - [Epoch 194]: Training Loss: 0.00094213, Valid MRR: 0.43908, + + + +2023-05-09 14:11:28,575 - wikidata12k_1n - [INFO] - [E:195| 0]: Train Loss:0.00093532, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:12:31,219 - wikidata12k_1n - [INFO] - [E:195| 100]: Train Loss:0.00094128, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:13:33,854 - wikidata12k_1n - [INFO] - [E:195| 200]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:14:36,472 - wikidata12k_1n - [INFO] - [E:195| 300]: Train Loss:0.0009431, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:15:39,114 - wikidata12k_1n - [INFO] - [E:195| 400]: Train Loss:0.00094271, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:16:41,740 - wikidata12k_1n - [INFO] - [E:195| 500]: Train Loss:0.00094271, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:17:44,472 - wikidata12k_1n - [INFO] - [E:195| 600]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:18:47,192 - wikidata12k_1n - [INFO] - [E:195| 700]: Train Loss:0.00094216, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:19:49,896 - wikidata12k_1n - [INFO] - [E:195| 800]: Train Loss:0.00094291, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:20:52,605 - wikidata12k_1n - [INFO] - [E:195| 900]: Train Loss:0.00094279, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:21:55,286 - wikidata12k_1n - [INFO] - [E:195| 1000]: Train Loss:0.00094278, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:22:57,956 - wikidata12k_1n - [INFO] - [E:195| 1100]: Train Loss:0.00094239, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:24:00,653 - wikidata12k_1n - [INFO] - [E:195| 1200]: Train Loss:0.00094232, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:25:03,274 - wikidata12k_1n - [INFO] - [E:195| 1300]: Train Loss:0.00094252, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:26:05,980 - wikidata12k_1n - [INFO] - [E:195| 1400]: Train Loss:0.00094263, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:27:08,587 - wikidata12k_1n - [INFO] - [E:195| 1500]: Train Loss:0.00094245, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:28:11,209 - wikidata12k_1n - [INFO] - [E:195| 1600]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:28:52,118 - wikidata12k_1n - [INFO] - [Epoch:195]: Training Loss:0.0009426 + +2023-05-09 14:28:52,334 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 14:29:13,512 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 14:29:25,771 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 14:29:47,112 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 14:29:59,249 - wikidata12k_1n - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.50096, Head : 0.37428, Avg : 0.43762 + +2023-05-09 14:29:59,249 - wikidata12k_1n - [INFO] - [Epoch 195]: Training Loss: 0.00094262, Valid MRR: 0.43908, + + + +2023-05-09 14:29:59,891 - wikidata12k_1n - [INFO] - [E:196| 0]: Train Loss:0.00094698, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:31:02,504 - wikidata12k_1n - [INFO] - [E:196| 100]: Train Loss:0.00094028, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:32:05,074 - wikidata12k_1n - [INFO] - [E:196| 200]: Train Loss:0.00094065, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:33:07,705 - wikidata12k_1n - [INFO] - [E:196| 300]: Train Loss:0.00093966, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:34:10,304 - wikidata12k_1n - [INFO] - [E:196| 400]: Train Loss:0.00093938, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:35:13,069 - wikidata12k_1n - [INFO] - [E:196| 500]: Train Loss:0.00094028, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:36:15,741 - wikidata12k_1n - [INFO] - [E:196| 600]: Train Loss:0.00094049, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:37:18,412 - wikidata12k_1n - [INFO] - [E:196| 700]: Train Loss:0.00094101, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:38:21,039 - wikidata12k_1n - [INFO] - [E:196| 800]: Train Loss:0.00094108, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:39:23,658 - wikidata12k_1n - [INFO] - [E:196| 900]: Train Loss:0.0009409, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:40:26,249 - wikidata12k_1n - [INFO] - [E:196| 1000]: Train Loss:0.00094092, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:41:28,819 - wikidata12k_1n - [INFO] - [E:196| 1100]: Train Loss:0.00094125, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:42:31,412 - wikidata12k_1n - [INFO] - [E:196| 1200]: Train Loss:0.00094115, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:43:34,167 - wikidata12k_1n - [INFO] - [E:196| 1300]: Train Loss:0.00094106, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:44:36,833 - wikidata12k_1n - [INFO] - [E:196| 1400]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:45:39,468 - wikidata12k_1n - [INFO] - [E:196| 1500]: Train Loss:0.0009411, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:46:42,121 - wikidata12k_1n - [INFO] - [E:196| 1600]: Train Loss:0.0009411, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:47:23,044 - wikidata12k_1n - [INFO] - [Epoch:196]: Training Loss:0.0009411 + +2023-05-09 14:47:23,259 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 14:47:44,432 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 14:47:56,702 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 14:48:18,341 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 14:48:30,677 - wikidata12k_1n - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.50493, Head : 0.35849, Avg : 0.43171 + +2023-05-09 14:48:30,677 - wikidata12k_1n - [INFO] - [Epoch 196]: Training Loss: 0.00094112, Valid MRR: 0.43908, + + + +2023-05-09 14:48:31,344 - wikidata12k_1n - [INFO] - [E:197| 0]: Train Loss:0.00092941, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:49:35,064 - wikidata12k_1n - [INFO] - [E:197| 100]: Train Loss:0.0009412, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:50:38,491 - wikidata12k_1n - [INFO] - [E:197| 200]: Train Loss:0.00094153, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:51:41,159 - wikidata12k_1n - [INFO] - [E:197| 300]: Train Loss:0.00094161, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:52:43,911 - wikidata12k_1n - [INFO] - [E:197| 400]: Train Loss:0.00094205, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:53:46,528 - wikidata12k_1n - [INFO] - [E:197| 500]: Train Loss:0.00094144, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:54:49,176 - wikidata12k_1n - [INFO] - [E:197| 600]: Train Loss:0.00094117, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:55:51,911 - wikidata12k_1n - [INFO] - [E:197| 700]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:56:54,672 - wikidata12k_1n - [INFO] - [E:197| 800]: Train Loss:0.00094159, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:57:57,425 - wikidata12k_1n - [INFO] - [E:197| 900]: Train Loss:0.00094182, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:59:00,112 - wikidata12k_1n - [INFO] - [E:197| 1000]: Train Loss:0.00094223, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:00:02,730 - wikidata12k_1n - [INFO] - [E:197| 1100]: Train Loss:0.00094206, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:01:05,530 - wikidata12k_1n - [INFO] - [E:197| 1200]: Train Loss:0.00094188, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:02:08,192 - wikidata12k_1n - [INFO] - [E:197| 1300]: Train Loss:0.00094185, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:03:10,871 - wikidata12k_1n - [INFO] - [E:197| 1400]: Train Loss:0.00094172, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:04:13,521 - wikidata12k_1n - [INFO] - [E:197| 1500]: Train Loss:0.00094166, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:05:16,156 - wikidata12k_1n - [INFO] - [E:197| 1600]: Train Loss:0.00094168, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:05:57,081 - wikidata12k_1n - [INFO] - [Epoch:197]: Training Loss:0.0009416 + +2023-05-09 15:05:57,298 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 15:06:18,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 15:06:30,747 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 15:06:52,083 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 15:07:04,236 - wikidata12k_1n - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.5013, Head : 0.37241, Avg : 0.43686 + +2023-05-09 15:07:04,236 - wikidata12k_1n - [INFO] - [Epoch 197]: Training Loss: 0.00094156, Valid MRR: 0.43908, + + + +2023-05-09 15:07:04,879 - wikidata12k_1n - [INFO] - [E:198| 0]: Train Loss:0.0009348, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:08:07,493 - wikidata12k_1n - [INFO] - [E:198| 100]: Train Loss:0.00094126, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:09:10,195 - wikidata12k_1n - [INFO] - [E:198| 200]: Train Loss:0.00094294, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:10:12,907 - wikidata12k_1n - [INFO] - [E:198| 300]: Train Loss:0.00094251, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:11:15,637 - wikidata12k_1n - [INFO] - [E:198| 400]: Train Loss:0.00094208, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:12:18,382 - wikidata12k_1n - [INFO] - [E:198| 500]: Train Loss:0.00094128, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:13:21,110 - wikidata12k_1n - [INFO] - [E:198| 600]: Train Loss:0.00094105, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:14:23,857 - wikidata12k_1n - [INFO] - [E:198| 700]: Train Loss:0.00094063, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:15:26,611 - wikidata12k_1n - [INFO] - [E:198| 800]: Train Loss:0.00094121, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:16:29,357 - wikidata12k_1n - [INFO] - [E:198| 900]: Train Loss:0.00094125, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:17:32,103 - wikidata12k_1n - [INFO] - [E:198| 1000]: Train Loss:0.0009414, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:18:34,914 - wikidata12k_1n - [INFO] - [E:198| 1100]: Train Loss:0.00094166, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:19:37,623 - wikidata12k_1n - [INFO] - [E:198| 1200]: Train Loss:0.00094174, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:20:40,344 - wikidata12k_1n - [INFO] - [E:198| 1300]: Train Loss:0.00094185, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:21:43,032 - wikidata12k_1n - [INFO] - [E:198| 1400]: Train Loss:0.00094174, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:22:45,685 - wikidata12k_1n - [INFO] - [E:198| 1500]: Train Loss:0.00094188, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:23:48,303 - wikidata12k_1n - [INFO] - [E:198| 1600]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:24:29,213 - wikidata12k_1n - [INFO] - [Epoch:198]: Training Loss:0.0009419 + +2023-05-09 15:24:29,428 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 15:24:50,599 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 15:25:02,879 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 15:25:24,211 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 15:25:36,349 - wikidata12k_1n - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.5023, Head : 0.3252, Avg : 0.41375 + +2023-05-09 15:25:36,349 - wikidata12k_1n - [INFO] - [Epoch 198]: Training Loss: 0.00094194, Valid MRR: 0.43908, + + + +2023-05-09 15:25:36,990 - wikidata12k_1n - [INFO] - [E:199| 0]: Train Loss:0.00096601, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:26:39,715 - wikidata12k_1n - [INFO] - [E:199| 100]: Train Loss:0.00093889, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:27:42,354 - wikidata12k_1n - [INFO] - [E:199| 200]: Train Loss:0.00094085, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:28:44,981 - wikidata12k_1n - [INFO] - [E:199| 300]: Train Loss:0.0009422, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:29:47,628 - wikidata12k_1n - [INFO] - [E:199| 400]: Train Loss:0.00094174, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:30:50,254 - wikidata12k_1n - [INFO] - [E:199| 500]: Train Loss:0.00094108, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:31:52,900 - wikidata12k_1n - [INFO] - [E:199| 600]: Train Loss:0.00094132, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:32:55,529 - wikidata12k_1n - [INFO] - [E:199| 700]: Train Loss:0.0009421, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:33:58,158 - wikidata12k_1n - [INFO] - [E:199| 800]: Train Loss:0.00094195, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:35:00,765 - wikidata12k_1n - [INFO] - [E:199| 900]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:36:03,508 - wikidata12k_1n - [INFO] - [E:199| 1000]: Train Loss:0.00094173, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:37:06,194 - wikidata12k_1n - [INFO] - [E:199| 1100]: Train Loss:0.00094158, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:38:08,907 - wikidata12k_1n - [INFO] - [E:199| 1200]: Train Loss:0.00094146, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:39:11,613 - wikidata12k_1n - [INFO] - [E:199| 1300]: Train Loss:0.00094126, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:40:14,315 - wikidata12k_1n - [INFO] - [E:199| 1400]: Train Loss:0.0009416, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:41:17,025 - wikidata12k_1n - [INFO] - [E:199| 1500]: Train Loss:0.00094158, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:42:19,728 - wikidata12k_1n - [INFO] - [E:199| 1600]: Train Loss:0.00094151, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:43:00,728 - wikidata12k_1n - [INFO] - [Epoch:199]: Training Loss:0.0009415 + +2023-05-09 15:43:00,942 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 15:43:22,121 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 15:43:34,387 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 15:43:55,827 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 15:44:07,996 - wikidata12k_1n - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.50148, Head : 0.37669, Avg : 0.43908 + MR: Tail : 799.2, Head : 887.55, Avg : 843.37 + Hit-1: Tail : 0.41998, Head : 0.28444, Avg : 0.35221 + Hit-3: Tail : 0.54716, Head : 0.42419, Avg : 0.48567 + Hit-10: Tail : 0.6537, Head : 0.5577, Avg : 0.6057 +2023-05-09 15:44:07,996 - wikidata12k_1n - [INFO] - [Epoch 199]: Training Loss: 0.00094149, Valid MRR: 0.43908, + + + +2023-05-09 15:44:08,636 - wikidata12k_1n - [INFO] - [E:200| 0]: Train Loss:0.0009284, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:45:11,259 - wikidata12k_1n - [INFO] - [E:200| 100]: Train Loss:0.00094247, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:46:13,879 - wikidata12k_1n - [INFO] - [E:200| 200]: Train Loss:0.00094008, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:47:16,617 - wikidata12k_1n - [INFO] - [E:200| 300]: Train Loss:0.00094101, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:48:19,257 - wikidata12k_1n - [INFO] - [E:200| 400]: Train Loss:0.00094003, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:49:22,001 - wikidata12k_1n - [INFO] - [E:200| 500]: Train Loss:0.00094036, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:50:24,799 - wikidata12k_1n - [INFO] - [E:200| 600]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:51:27,578 - wikidata12k_1n - [INFO] - [E:200| 700]: Train Loss:0.00093989, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:52:30,495 - wikidata12k_1n - [INFO] - [E:200| 800]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:53:33,364 - wikidata12k_1n - [INFO] - [E:200| 900]: Train Loss:0.0009396, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:54:36,266 - wikidata12k_1n - [INFO] - [E:200| 1000]: Train Loss:0.00093969, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:55:39,383 - wikidata12k_1n - [INFO] - [E:200| 1100]: Train Loss:0.00094063, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:56:42,463 - wikidata12k_1n - [INFO] - [E:200| 1200]: Train Loss:0.00094054, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:57:45,307 - wikidata12k_1n - [INFO] - [E:200| 1300]: Train Loss:0.00094092, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:58:48,213 - wikidata12k_1n - [INFO] - [E:200| 1400]: Train Loss:0.00094098, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:59:51,111 - wikidata12k_1n - [INFO] - [E:200| 1500]: Train Loss:0.00094093, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:00:54,026 - wikidata12k_1n - [INFO] - [E:200| 1600]: Train Loss:0.00094076, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:01:35,192 - wikidata12k_1n - [INFO] - [Epoch:200]: Training Loss:0.000941 + +2023-05-09 16:01:35,407 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 16:01:56,745 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 16:02:09,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 16:02:30,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 16:02:42,827 - wikidata12k_1n - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.4982, Head : 0.30642, Avg : 0.40231 + +2023-05-09 16:02:42,827 - wikidata12k_1n - [INFO] - [Epoch 200]: Training Loss: 0.00094101, Valid MRR: 0.43908, + + + +2023-05-09 16:02:43,473 - wikidata12k_1n - [INFO] - [E:201| 0]: Train Loss:0.00093665, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:03:46,332 - wikidata12k_1n - [INFO] - [E:201| 100]: Train Loss:0.00094424, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:04:49,202 - wikidata12k_1n - [INFO] - [E:201| 200]: Train Loss:0.00094113, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:05:52,086 - wikidata12k_1n - [INFO] - [E:201| 300]: Train Loss:0.00094018, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:06:54,908 - wikidata12k_1n - [INFO] - [E:201| 400]: Train Loss:0.00094048, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:07:57,755 - wikidata12k_1n - [INFO] - [E:201| 500]: Train Loss:0.0009402, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:09:00,683 - wikidata12k_1n - [INFO] - [E:201| 600]: Train Loss:0.00094083, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:10:03,706 - wikidata12k_1n - [INFO] - [E:201| 700]: Train Loss:0.00094119, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:11:06,697 - wikidata12k_1n - [INFO] - [E:201| 800]: Train Loss:0.00094138, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:12:09,656 - wikidata12k_1n - [INFO] - [E:201| 900]: Train Loss:0.00094158, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:13:12,612 - wikidata12k_1n - [INFO] - [E:201| 1000]: Train Loss:0.00094119, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:14:15,567 - wikidata12k_1n - [INFO] - [E:201| 1100]: Train Loss:0.00094102, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:15:18,469 - wikidata12k_1n - [INFO] - [E:201| 1200]: Train Loss:0.00094114, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:16:21,284 - wikidata12k_1n - [INFO] - [E:201| 1300]: Train Loss:0.00094109, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:17:24,108 - wikidata12k_1n - [INFO] - [E:201| 1400]: Train Loss:0.00094101, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:18:26,903 - wikidata12k_1n - [INFO] - [E:201| 1500]: Train Loss:0.00094078, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:19:29,857 - wikidata12k_1n - [INFO] - [E:201| 1600]: Train Loss:0.00094088, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:20:10,947 - wikidata12k_1n - [INFO] - [Epoch:201]: Training Loss:0.0009409 + +2023-05-09 16:20:11,162 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 16:20:32,470 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 16:20:44,806 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 16:21:06,292 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 16:21:18,509 - wikidata12k_1n - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.49726, Head : 0.36888, Avg : 0.43307 + +2023-05-09 16:21:18,509 - wikidata12k_1n - [INFO] - [Epoch 201]: Training Loss: 0.00094093, Valid MRR: 0.43908, + + + +2023-05-09 16:21:19,152 - wikidata12k_1n - [INFO] - [E:202| 0]: Train Loss:0.00092449, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:22:21,993 - wikidata12k_1n - [INFO] - [E:202| 100]: Train Loss:0.00094134, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:23:24,868 - wikidata12k_1n - [INFO] - [E:202| 200]: Train Loss:0.00094004, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:24:27,723 - wikidata12k_1n - [INFO] - [E:202| 300]: Train Loss:0.00094029, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:25:30,587 - wikidata12k_1n - [INFO] - [E:202| 400]: Train Loss:0.00094112, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:26:33,534 - wikidata12k_1n - [INFO] - [E:202| 500]: Train Loss:0.00094154, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:27:36,534 - wikidata12k_1n - [INFO] - [E:202| 600]: Train Loss:0.0009412, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:28:39,360 - wikidata12k_1n - [INFO] - [E:202| 700]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:29:42,161 - wikidata12k_1n - [INFO] - [E:202| 800]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:30:44,944 - wikidata12k_1n - [INFO] - [E:202| 900]: Train Loss:0.00094074, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:31:47,866 - wikidata12k_1n - [INFO] - [E:202| 1000]: Train Loss:0.00094069, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:32:50,807 - wikidata12k_1n - [INFO] - [E:202| 1100]: Train Loss:0.00094076, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:33:53,736 - wikidata12k_1n - [INFO] - [E:202| 1200]: Train Loss:0.00094098, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:34:56,699 - wikidata12k_1n - [INFO] - [E:202| 1300]: Train Loss:0.00094134, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:35:59,582 - wikidata12k_1n - [INFO] - [E:202| 1400]: Train Loss:0.00094121, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:37:02,502 - wikidata12k_1n - [INFO] - [E:202| 1500]: Train Loss:0.00094098, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:38:05,393 - wikidata12k_1n - [INFO] - [E:202| 1600]: Train Loss:0.00094105, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:38:46,452 - wikidata12k_1n - [INFO] - [Epoch:202]: Training Loss:0.000941 + +2023-05-09 16:38:46,669 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 16:39:07,989 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 16:39:20,333 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 16:39:41,814 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 16:39:54,034 - wikidata12k_1n - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.50289, Head : 0.3651, Avg : 0.43399 + +2023-05-09 16:39:54,034 - wikidata12k_1n - [INFO] - [Epoch 202]: Training Loss: 0.00094103, Valid MRR: 0.43908, + + + +2023-05-09 16:39:54,678 - wikidata12k_1n - [INFO] - [E:203| 0]: Train Loss:0.00095501, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:40:57,533 - wikidata12k_1n - [INFO] - [E:203| 100]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:42:00,442 - wikidata12k_1n - [INFO] - [E:203| 200]: Train Loss:0.00094178, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:43:03,330 - wikidata12k_1n - [INFO] - [E:203| 300]: Train Loss:0.00094067, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:44:06,210 - wikidata12k_1n - [INFO] - [E:203| 400]: Train Loss:0.00094014, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:45:09,218 - wikidata12k_1n - [INFO] - [E:203| 500]: Train Loss:0.00094012, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:46:12,087 - wikidata12k_1n - [INFO] - [E:203| 600]: Train Loss:0.00094051, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:47:14,954 - wikidata12k_1n - [INFO] - [E:203| 700]: Train Loss:0.00094059, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:48:17,793 - wikidata12k_1n - [INFO] - [E:203| 800]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:49:20,662 - wikidata12k_1n - [INFO] - [E:203| 900]: Train Loss:0.00094088, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:50:23,552 - wikidata12k_1n - [INFO] - [E:203| 1000]: Train Loss:0.00094114, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:51:26,470 - wikidata12k_1n - [INFO] - [E:203| 1100]: Train Loss:0.00094097, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:52:29,381 - wikidata12k_1n - [INFO] - [E:203| 1200]: Train Loss:0.00094102, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:53:32,435 - wikidata12k_1n - [INFO] - [E:203| 1300]: Train Loss:0.00094088, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:54:35,225 - wikidata12k_1n - [INFO] - [E:203| 1400]: Train Loss:0.00094097, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:55:38,008 - wikidata12k_1n - [INFO] - [E:203| 1500]: Train Loss:0.00094082, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:56:40,826 - wikidata12k_1n - [INFO] - [E:203| 1600]: Train Loss:0.00094059, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:57:21,950 - wikidata12k_1n - [INFO] - [Epoch:203]: Training Loss:0.0009406 + +2023-05-09 16:57:22,167 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 16:57:43,487 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 16:57:55,842 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 16:58:17,333 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 16:58:29,562 - wikidata12k_1n - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.50782, Head : 0.34341, Avg : 0.42562 + +2023-05-09 16:58:29,562 - wikidata12k_1n - [INFO] - [Epoch 203]: Training Loss: 0.00094064, Valid MRR: 0.43908, + + + +2023-05-09 16:58:30,204 - wikidata12k_1n - [INFO] - [E:204| 0]: Train Loss:0.00098447, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:59:33,105 - wikidata12k_1n - [INFO] - [E:204| 100]: Train Loss:0.00094143, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:00:36,020 - wikidata12k_1n - [INFO] - [E:204| 200]: Train Loss:0.00094081, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:01:38,920 - wikidata12k_1n - [INFO] - [E:204| 300]: Train Loss:0.00094209, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:02:41,780 - wikidata12k_1n - [INFO] - [E:204| 400]: Train Loss:0.00094179, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:03:44,609 - wikidata12k_1n - [INFO] - [E:204| 500]: Train Loss:0.0009415, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:04:47,397 - wikidata12k_1n - [INFO] - [E:204| 600]: Train Loss:0.00094127, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:05:50,195 - wikidata12k_1n - [INFO] - [E:204| 700]: Train Loss:0.00094079, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:06:52,997 - wikidata12k_1n - [INFO] - [E:204| 800]: Train Loss:0.00094047, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:07:55,777 - wikidata12k_1n - [INFO] - [E:204| 900]: Train Loss:0.00094089, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:08:58,551 - wikidata12k_1n - [INFO] - [E:204| 1000]: Train Loss:0.00094087, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:10:01,317 - wikidata12k_1n - [INFO] - [E:204| 1100]: Train Loss:0.00094054, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:11:04,280 - wikidata12k_1n - [INFO] - [E:204| 1200]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:12:07,090 - wikidata12k_1n - [INFO] - [E:204| 1300]: Train Loss:0.00094081, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:13:09,898 - wikidata12k_1n - [INFO] - [E:204| 1400]: Train Loss:0.00094082, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:14:12,770 - wikidata12k_1n - [INFO] - [E:204| 1500]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:15:15,589 - wikidata12k_1n - [INFO] - [E:204| 1600]: Train Loss:0.00094062, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:15:56,619 - wikidata12k_1n - [INFO] - [Epoch:204]: Training Loss:0.0009406 + +2023-05-09 17:15:56,836 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 17:16:18,130 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 17:16:30,461 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 17:16:51,943 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 17:17:04,152 - wikidata12k_1n - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.507, Head : 0.32897, Avg : 0.41799 + +2023-05-09 17:17:04,152 - wikidata12k_1n - [INFO] - [Epoch 204]: Training Loss: 0.00094063, Valid MRR: 0.43908, + + + +2023-05-09 17:17:04,795 - wikidata12k_1n - [INFO] - [E:205| 0]: Train Loss:0.0009802, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:18:07,591 - wikidata12k_1n - [INFO] - [E:205| 100]: Train Loss:0.00093706, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:19:10,372 - wikidata12k_1n - [INFO] - [E:205| 200]: Train Loss:0.00093952, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:20:13,334 - wikidata12k_1n - [INFO] - [E:205| 300]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:21:16,270 - wikidata12k_1n - [INFO] - [E:205| 400]: Train Loss:0.00093924, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:22:19,232 - wikidata12k_1n - [INFO] - [E:205| 500]: Train Loss:0.00093928, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:23:22,168 - wikidata12k_1n - [INFO] - [E:205| 600]: Train Loss:0.00093966, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:24:25,077 - wikidata12k_1n - [INFO] - [E:205| 700]: Train Loss:0.00093928, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:25:27,952 - wikidata12k_1n - [INFO] - [E:205| 800]: Train Loss:0.00093919, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:26:30,814 - wikidata12k_1n - [INFO] - [E:205| 900]: Train Loss:0.00093942, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:27:33,681 - wikidata12k_1n - [INFO] - [E:205| 1000]: Train Loss:0.00093968, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:28:36,685 - wikidata12k_1n - [INFO] - [E:205| 1100]: Train Loss:0.00093963, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:29:39,577 - wikidata12k_1n - [INFO] - [E:205| 1200]: Train Loss:0.00093967, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:30:42,486 - wikidata12k_1n - [INFO] - [E:205| 1300]: Train Loss:0.00093958, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:31:45,433 - wikidata12k_1n - [INFO] - [E:205| 1400]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:32:48,434 - wikidata12k_1n - [INFO] - [E:205| 1500]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:33:51,314 - wikidata12k_1n - [INFO] - [E:205| 1600]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:34:32,348 - wikidata12k_1n - [INFO] - [Epoch:205]: Training Loss:0.00094 + +2023-05-09 17:34:32,564 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 17:34:53,890 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 17:35:06,228 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 17:35:27,710 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 17:35:39,926 - wikidata12k_1n - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.50639, Head : 0.34086, Avg : 0.42362 + +2023-05-09 17:35:39,926 - wikidata12k_1n - [INFO] - [Epoch 205]: Training Loss: 0.00094005, Valid MRR: 0.43908, + + + +2023-05-09 17:35:40,567 - wikidata12k_1n - [INFO] - [E:206| 0]: Train Loss:0.00093329, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:36:43,448 - wikidata12k_1n - [INFO] - [E:206| 100]: Train Loss:0.0009401, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:37:46,307 - wikidata12k_1n - [INFO] - [E:206| 200]: Train Loss:0.00094029, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:38:49,119 - wikidata12k_1n - [INFO] - [E:206| 300]: Train Loss:0.00094099, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:39:51,930 - wikidata12k_1n - [INFO] - [E:206| 400]: Train Loss:0.0009407, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:40:54,744 - wikidata12k_1n - [INFO] - [E:206| 500]: Train Loss:0.00094013, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:41:57,540 - wikidata12k_1n - [INFO] - [E:206| 600]: Train Loss:0.00094057, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:43:00,333 - wikidata12k_1n - [INFO] - [E:206| 700]: Train Loss:0.00094032, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:44:03,137 - wikidata12k_1n - [INFO] - [E:206| 800]: Train Loss:0.00094018, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:45:05,945 - wikidata12k_1n - [INFO] - [E:206| 900]: Train Loss:0.00094, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:46:08,861 - wikidata12k_1n - [INFO] - [E:206| 1000]: Train Loss:0.00094023, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:47:11,773 - wikidata12k_1n - [INFO] - [E:206| 1100]: Train Loss:0.00094032, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:48:14,662 - wikidata12k_1n - [INFO] - [E:206| 1200]: Train Loss:0.00094009, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:49:17,588 - wikidata12k_1n - [INFO] - [E:206| 1300]: Train Loss:0.00093991, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:50:20,528 - wikidata12k_1n - [INFO] - [E:206| 1400]: Train Loss:0.0009401, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:51:23,426 - wikidata12k_1n - [INFO] - [E:206| 1500]: Train Loss:0.00094009, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:52:26,325 - wikidata12k_1n - [INFO] - [E:206| 1600]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:53:07,416 - wikidata12k_1n - [INFO] - [Epoch:206]: Training Loss:0.0009402 + +2023-05-09 17:53:07,632 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 17:53:28,971 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 17:53:41,330 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 17:54:02,824 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 17:54:15,092 - wikidata12k_1n - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.50288, Head : 0.37511, Avg : 0.439 + +2023-05-09 17:54:15,092 - wikidata12k_1n - [INFO] - [Epoch 206]: Training Loss: 0.00094018, Valid MRR: 0.43908, + + + +2023-05-09 17:54:15,768 - wikidata12k_1n - [INFO] - [E:207| 0]: Train Loss:0.00092974, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:55:18,669 - wikidata12k_1n - [INFO] - [E:207| 100]: Train Loss:0.00093983, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:56:21,484 - wikidata12k_1n - [INFO] - [E:207| 200]: Train Loss:0.00094152, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:57:24,311 - wikidata12k_1n - [INFO] - [E:207| 300]: Train Loss:0.00094108, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:58:27,117 - wikidata12k_1n - [INFO] - [E:207| 400]: Train Loss:0.00094025, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:59:29,955 - wikidata12k_1n - [INFO] - [E:207| 500]: Train Loss:0.00094036, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:00:32,759 - wikidata12k_1n - [INFO] - [E:207| 600]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:01:35,559 - wikidata12k_1n - [INFO] - [E:207| 700]: Train Loss:0.00093927, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:02:38,395 - wikidata12k_1n - [INFO] - [E:207| 800]: Train Loss:0.00093924, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:03:41,423 - wikidata12k_1n - [INFO] - [E:207| 900]: Train Loss:0.00093912, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:04:44,308 - wikidata12k_1n - [INFO] - [E:207| 1000]: Train Loss:0.00093909, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:05:47,194 - wikidata12k_1n - [INFO] - [E:207| 1100]: Train Loss:0.00093943, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:06:50,113 - wikidata12k_1n - [INFO] - [E:207| 1200]: Train Loss:0.00093931, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:07:52,969 - wikidata12k_1n - [INFO] - [E:207| 1300]: Train Loss:0.00093947, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:08:55,836 - wikidata12k_1n - [INFO] - [E:207| 1400]: Train Loss:0.00093954, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:09:58,671 - wikidata12k_1n - [INFO] - [E:207| 1500]: Train Loss:0.00093974, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:11:01,518 - wikidata12k_1n - [INFO] - [E:207| 1600]: Train Loss:0.00093996, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:11:42,687 - wikidata12k_1n - [INFO] - [Epoch:207]: Training Loss:0.0009399 + +2023-05-09 18:11:42,904 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 18:12:04,217 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 18:12:16,556 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 18:12:38,054 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 18:12:50,283 - wikidata12k_1n - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.50056, Head : 0.36812, Avg : 0.43434 + +2023-05-09 18:12:50,283 - wikidata12k_1n - [INFO] - [Epoch 207]: Training Loss: 0.00093994, Valid MRR: 0.43908, + + + +2023-05-09 18:12:50,925 - wikidata12k_1n - [INFO] - [E:208| 0]: Train Loss:0.00095684, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:13:53,833 - wikidata12k_1n - [INFO] - [E:208| 100]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:14:56,637 - wikidata12k_1n - [INFO] - [E:208| 200]: Train Loss:0.00094291, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:15:59,444 - wikidata12k_1n - [INFO] - [E:208| 300]: Train Loss:0.00094084, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:17:02,282 - wikidata12k_1n - [INFO] - [E:208| 400]: Train Loss:0.00093988, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:18:05,087 - wikidata12k_1n - [INFO] - [E:208| 500]: Train Loss:0.00094007, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:19:07,882 - wikidata12k_1n - [INFO] - [E:208| 600]: Train Loss:0.00093991, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:20:10,777 - wikidata12k_1n - [INFO] - [E:208| 700]: Train Loss:0.00094007, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:21:13,682 - wikidata12k_1n - [INFO] - [E:208| 800]: Train Loss:0.00093947, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:22:16,560 - wikidata12k_1n - [INFO] - [E:208| 900]: Train Loss:0.00093951, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:23:19,402 - wikidata12k_1n - [INFO] - [E:208| 1000]: Train Loss:0.00093953, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:24:22,269 - wikidata12k_1n - [INFO] - [E:208| 1100]: Train Loss:0.0009397, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:25:25,102 - wikidata12k_1n - [INFO] - [E:208| 1200]: Train Loss:0.00093971, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:26:27,953 - wikidata12k_1n - [INFO] - [E:208| 1300]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:27:30,834 - wikidata12k_1n - [INFO] - [E:208| 1400]: Train Loss:0.00093998, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:28:33,777 - wikidata12k_1n - [INFO] - [E:208| 1500]: Train Loss:0.00093983, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:29:36,820 - wikidata12k_1n - [INFO] - [E:208| 1600]: Train Loss:0.00093988, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:30:17,918 - wikidata12k_1n - [INFO] - [Epoch:208]: Training Loss:0.00094 + +2023-05-09 18:30:18,134 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 18:30:39,472 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 18:30:51,820 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 18:31:13,317 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 18:31:25,542 - wikidata12k_1n - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.4947, Head : 0.30617, Avg : 0.40044 + +2023-05-09 18:31:25,543 - wikidata12k_1n - [INFO] - [Epoch 208]: Training Loss: 0.00094003, Valid MRR: 0.43908, + + + +2023-05-09 18:31:26,186 - wikidata12k_1n - [INFO] - [E:209| 0]: Train Loss:0.00093095, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:32:29,100 - wikidata12k_1n - [INFO] - [E:209| 100]: Train Loss:0.00093797, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:33:32,031 - wikidata12k_1n - [INFO] - [E:209| 200]: Train Loss:0.00093688, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:34:34,956 - wikidata12k_1n - [INFO] - [E:209| 300]: Train Loss:0.00093866, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:35:37,900 - wikidata12k_1n - [INFO] - [E:209| 400]: Train Loss:0.00093879, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:36:40,820 - wikidata12k_1n - [INFO] - [E:209| 500]: Train Loss:0.00093901, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:37:43,791 - wikidata12k_1n - [INFO] - [E:209| 600]: Train Loss:0.000939, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:38:46,759 - wikidata12k_1n - [INFO] - [E:209| 700]: Train Loss:0.0009391, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:39:49,699 - wikidata12k_1n - [INFO] - [E:209| 800]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:40:52,627 - wikidata12k_1n - [INFO] - [E:209| 900]: Train Loss:0.00093928, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:41:55,569 - wikidata12k_1n - [INFO] - [E:209| 1000]: Train Loss:0.00093917, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:42:58,505 - wikidata12k_1n - [INFO] - [E:209| 1100]: Train Loss:0.00093919, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:44:01,443 - wikidata12k_1n - [INFO] - [E:209| 1200]: Train Loss:0.00093946, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:45:04,391 - wikidata12k_1n - [INFO] - [E:209| 1300]: Train Loss:0.00093939, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:46:07,310 - wikidata12k_1n - [INFO] - [E:209| 1400]: Train Loss:0.00093921, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:47:10,322 - wikidata12k_1n - [INFO] - [E:209| 1500]: Train Loss:0.00093944, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:48:13,291 - wikidata12k_1n - [INFO] - [E:209| 1600]: Train Loss:0.00093935, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:48:54,435 - wikidata12k_1n - [INFO] - [Epoch:209]: Training Loss:0.0009394 + +2023-05-09 18:48:54,651 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 18:49:15,980 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 18:49:28,335 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 18:49:49,847 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 18:50:02,081 - wikidata12k_1n - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.50537, Head : 0.35956, Avg : 0.43246 + MR: Tail : 828.51, Head : 905.25, Avg : 866.88 + Hit-1: Tail : 0.42453, Head : 0.2644, Avg : 0.34447 + Hit-3: Tail : 0.55023, Head : 0.41112, Avg : 0.48068 + Hit-10: Tail : 0.6538, Head : 0.54731, Avg : 0.60055 +2023-05-09 18:50:02,081 - wikidata12k_1n - [INFO] - [Epoch 209]: Training Loss: 0.00093945, Valid MRR: 0.43908, + + + +2023-05-09 18:50:02,723 - wikidata12k_1n - [INFO] - [E:210| 0]: Train Loss:0.00092572, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:51:05,677 - wikidata12k_1n - [INFO] - [E:210| 100]: Train Loss:0.00093817, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:52:08,596 - wikidata12k_1n - [INFO] - [E:210| 200]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:53:11,560 - wikidata12k_1n - [INFO] - [E:210| 300]: Train Loss:0.00094035, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:54:14,496 - wikidata12k_1n - [INFO] - [E:210| 400]: Train Loss:0.00093985, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:55:17,549 - wikidata12k_1n - [INFO] - [E:210| 500]: Train Loss:0.00093938, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:56:20,449 - wikidata12k_1n - [INFO] - [E:210| 600]: Train Loss:0.00093915, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:57:23,259 - wikidata12k_1n - [INFO] - [E:210| 700]: Train Loss:0.00093919, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:58:26,113 - wikidata12k_1n - [INFO] - [E:210| 800]: Train Loss:0.00093899, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:59:28,942 - wikidata12k_1n - [INFO] - [E:210| 900]: Train Loss:0.00093898, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:00:31,784 - wikidata12k_1n - [INFO] - [E:210| 1000]: Train Loss:0.00093923, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:01:34,943 - wikidata12k_1n - [INFO] - [E:210| 1100]: Train Loss:0.00093922, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:02:37,876 - wikidata12k_1n - [INFO] - [E:210| 1200]: Train Loss:0.00093954, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:03:40,799 - wikidata12k_1n - [INFO] - [E:210| 1300]: Train Loss:0.00093934, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:04:43,729 - wikidata12k_1n - [INFO] - [E:210| 1400]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:05:46,696 - wikidata12k_1n - [INFO] - [E:210| 1500]: Train Loss:0.00093924, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:06:49,667 - wikidata12k_1n - [INFO] - [E:210| 1600]: Train Loss:0.00093927, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:07:30,809 - wikidata12k_1n - [INFO] - [Epoch:210]: Training Loss:0.0009394 + +2023-05-09 19:07:31,026 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 19:07:52,361 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 19:08:04,706 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 19:08:26,214 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 19:08:38,452 - wikidata12k_1n - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.50939, Head : 0.36143, Avg : 0.43541 + +2023-05-09 19:08:38,453 - wikidata12k_1n - [INFO] - [Epoch 210]: Training Loss: 0.00093936, Valid MRR: 0.43908, + + + +2023-05-09 19:08:39,097 - wikidata12k_1n - [INFO] - [E:211| 0]: Train Loss:0.00093235, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:09:42,040 - wikidata12k_1n - [INFO] - [E:211| 100]: Train Loss:0.0009376, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:10:44,979 - wikidata12k_1n - [INFO] - [E:211| 200]: Train Loss:0.00093738, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:11:47,892 - wikidata12k_1n - [INFO] - [E:211| 300]: Train Loss:0.00093795, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:12:50,776 - wikidata12k_1n - [INFO] - [E:211| 400]: Train Loss:0.00093774, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:13:53,712 - wikidata12k_1n - [INFO] - [E:211| 500]: Train Loss:0.00093816, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:14:56,679 - wikidata12k_1n - [INFO] - [E:211| 600]: Train Loss:0.00093884, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:15:59,688 - wikidata12k_1n - [INFO] - [E:211| 700]: Train Loss:0.0009389, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:17:02,756 - wikidata12k_1n - [INFO] - [E:211| 800]: Train Loss:0.00093904, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:18:05,683 - wikidata12k_1n - [INFO] - [E:211| 900]: Train Loss:0.00093961, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:19:08,606 - wikidata12k_1n - [INFO] - [E:211| 1000]: Train Loss:0.00093938, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:20:11,559 - wikidata12k_1n - [INFO] - [E:211| 1100]: Train Loss:0.00093921, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:21:14,591 - wikidata12k_1n - [INFO] - [E:211| 1200]: Train Loss:0.00093905, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:22:17,540 - wikidata12k_1n - [INFO] - [E:211| 1300]: Train Loss:0.00093881, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:23:20,371 - wikidata12k_1n - [INFO] - [E:211| 1400]: Train Loss:0.00093891, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:24:23,180 - wikidata12k_1n - [INFO] - [E:211| 1500]: Train Loss:0.00093907, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:25:25,998 - wikidata12k_1n - [INFO] - [E:211| 1600]: Train Loss:0.00093925, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:26:07,043 - wikidata12k_1n - [INFO] - [Epoch:211]: Training Loss:0.0009392 + +2023-05-09 19:26:07,260 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 19:26:28,571 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 19:26:40,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 19:27:02,399 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 19:27:14,621 - wikidata12k_1n - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.50293, Head : 0.37095, Avg : 0.43694 + +2023-05-09 19:27:14,621 - wikidata12k_1n - [INFO] - [Epoch 211]: Training Loss: 0.00093921, Valid MRR: 0.43908, + + + +2023-05-09 19:27:15,263 - wikidata12k_1n - [INFO] - [E:212| 0]: Train Loss:0.00098764, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:28:18,069 - wikidata12k_1n - [INFO] - [E:212| 100]: Train Loss:0.00093681, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:29:20,893 - wikidata12k_1n - [INFO] - [E:212| 200]: Train Loss:0.00093723, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:30:23,825 - wikidata12k_1n - [INFO] - [E:212| 300]: Train Loss:0.00093772, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:31:26,631 - wikidata12k_1n - [INFO] - [E:212| 400]: Train Loss:0.00093773, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:32:29,441 - wikidata12k_1n - [INFO] - [E:212| 500]: Train Loss:0.00093851, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:33:32,250 - wikidata12k_1n - [INFO] - [E:212| 600]: Train Loss:0.00093901, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:34:35,081 - wikidata12k_1n - [INFO] - [E:212| 700]: Train Loss:0.00093945, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:35:38,024 - wikidata12k_1n - [INFO] - [E:212| 800]: Train Loss:0.00093937, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:36:40,979 - wikidata12k_1n - [INFO] - [E:212| 900]: Train Loss:0.00093905, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:37:43,906 - wikidata12k_1n - [INFO] - [E:212| 1000]: Train Loss:0.00093875, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:38:46,857 - wikidata12k_1n - [INFO] - [E:212| 1100]: Train Loss:0.00093887, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:39:49,737 - wikidata12k_1n - [INFO] - [E:212| 1200]: Train Loss:0.00093904, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:40:52,626 - wikidata12k_1n - [INFO] - [E:212| 1300]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:41:55,465 - wikidata12k_1n - [INFO] - [E:212| 1400]: Train Loss:0.00093918, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:42:58,231 - wikidata12k_1n - [INFO] - [E:212| 1500]: Train Loss:0.00093926, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:44:01,021 - wikidata12k_1n - [INFO] - [E:212| 1600]: Train Loss:0.00093913, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:44:42,068 - wikidata12k_1n - [INFO] - [Epoch:212]: Training Loss:0.0009392 + +2023-05-09 19:44:42,284 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 19:45:03,584 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 19:45:15,917 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 19:45:37,406 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 19:45:49,610 - wikidata12k_1n - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.49808, Head : 0.34434, Avg : 0.42121 + +2023-05-09 19:45:49,610 - wikidata12k_1n - [INFO] - [Epoch 212]: Training Loss: 0.00093915, Valid MRR: 0.43908, + + + +2023-05-09 19:45:50,252 - wikidata12k_1n - [INFO] - [E:213| 0]: Train Loss:0.00092196, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:46:53,057 - wikidata12k_1n - [INFO] - [E:213| 100]: Train Loss:0.00094014, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:47:56,033 - wikidata12k_1n - [INFO] - [E:213| 200]: Train Loss:0.00093853, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:48:58,893 - wikidata12k_1n - [INFO] - [E:213| 300]: Train Loss:0.00093744, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:50:01,809 - wikidata12k_1n - [INFO] - [E:213| 400]: Train Loss:0.0009373, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:51:04,693 - wikidata12k_1n - [INFO] - [E:213| 500]: Train Loss:0.000937, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:52:07,634 - wikidata12k_1n - [INFO] - [E:213| 600]: Train Loss:0.00093781, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:53:10,544 - wikidata12k_1n - [INFO] - [E:213| 700]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:54:13,483 - wikidata12k_1n - [INFO] - [E:213| 800]: Train Loss:0.00093808, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:55:16,430 - wikidata12k_1n - [INFO] - [E:213| 900]: Train Loss:0.00093787, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:56:19,422 - wikidata12k_1n - [INFO] - [E:213| 1000]: Train Loss:0.00093807, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:57:22,219 - wikidata12k_1n - [INFO] - [E:213| 1100]: Train Loss:0.00093852, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:58:24,963 - wikidata12k_1n - [INFO] - [E:213| 1200]: Train Loss:0.0009384, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:59:27,759 - wikidata12k_1n - [INFO] - [E:213| 1300]: Train Loss:0.0009385, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:00:30,567 - wikidata12k_1n - [INFO] - [E:213| 1400]: Train Loss:0.00093859, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:01:33,360 - wikidata12k_1n - [INFO] - [E:213| 1500]: Train Loss:0.00093868, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:02:36,211 - wikidata12k_1n - [INFO] - [E:213| 1600]: Train Loss:0.00093888, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:03:17,347 - wikidata12k_1n - [INFO] - [Epoch:213]: Training Loss:0.000939 + +2023-05-09 20:03:17,564 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 20:03:38,902 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 20:03:51,242 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 20:04:12,726 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 20:04:24,978 - wikidata12k_1n - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.5041, Head : 0.31883, Avg : 0.41147 + +2023-05-09 20:04:24,978 - wikidata12k_1n - [INFO] - [Epoch 213]: Training Loss: 0.00093904, Valid MRR: 0.43908, + + + +2023-05-09 20:04:25,627 - wikidata12k_1n - [INFO] - [E:214| 0]: Train Loss:0.00093134, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:05:28,534 - wikidata12k_1n - [INFO] - [E:214| 100]: Train Loss:0.0009397, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:06:31,383 - wikidata12k_1n - [INFO] - [E:214| 200]: Train Loss:0.00093883, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:07:34,231 - wikidata12k_1n - [INFO] - [E:214| 300]: Train Loss:0.00093974, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:08:37,099 - wikidata12k_1n - [INFO] - [E:214| 400]: Train Loss:0.00093876, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:09:39,937 - wikidata12k_1n - [INFO] - [E:214| 500]: Train Loss:0.00093825, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:10:42,802 - wikidata12k_1n - [INFO] - [E:214| 600]: Train Loss:0.00093876, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:11:45,640 - wikidata12k_1n - [INFO] - [E:214| 700]: Train Loss:0.00093864, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:12:48,479 - wikidata12k_1n - [INFO] - [E:214| 800]: Train Loss:0.00093849, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:13:51,408 - wikidata12k_1n - [INFO] - [E:214| 900]: Train Loss:0.00093846, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:14:54,231 - wikidata12k_1n - [INFO] - [E:214| 1000]: Train Loss:0.00093856, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:15:57,034 - wikidata12k_1n - [INFO] - [E:214| 1100]: Train Loss:0.00093908, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:16:59,820 - wikidata12k_1n - [INFO] - [E:214| 1200]: Train Loss:0.00093886, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:18:02,626 - wikidata12k_1n - [INFO] - [E:214| 1300]: Train Loss:0.00093881, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:19:05,418 - wikidata12k_1n - [INFO] - [E:214| 1400]: Train Loss:0.0009389, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:20:08,204 - wikidata12k_1n - [INFO] - [E:214| 1500]: Train Loss:0.00093872, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:21:11,018 - wikidata12k_1n - [INFO] - [E:214| 1600]: Train Loss:0.00093884, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:21:52,146 - wikidata12k_1n - [INFO] - [Epoch:214]: Training Loss:0.0009389 + +2023-05-09 20:21:52,361 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 20:22:13,689 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 20:22:26,029 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 20:22:47,510 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 20:22:59,725 - wikidata12k_1n - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.50414, Head : 0.37338, Avg : 0.43876 + +2023-05-09 20:22:59,725 - wikidata12k_1n - [INFO] - [Epoch 214]: Training Loss: 0.00093887, Valid MRR: 0.43908, + + + +2023-05-09 20:23:00,367 - wikidata12k_1n - [INFO] - [E:215| 0]: Train Loss:0.00091354, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:24:03,141 - wikidata12k_1n - [INFO] - [E:215| 100]: Train Loss:0.0009358, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:25:05,945 - wikidata12k_1n - [INFO] - [E:215| 200]: Train Loss:0.00093766, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:26:08,833 - wikidata12k_1n - [INFO] - [E:215| 300]: Train Loss:0.00093882, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:27:11,853 - wikidata12k_1n - [INFO] - [E:215| 400]: Train Loss:0.00093841, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:28:14,812 - wikidata12k_1n - [INFO] - [E:215| 500]: Train Loss:0.00093869, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:29:17,765 - wikidata12k_1n - [INFO] - [E:215| 600]: Train Loss:0.00093877, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:30:20,721 - wikidata12k_1n - [INFO] - [E:215| 700]: Train Loss:0.00093923, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:31:23,690 - wikidata12k_1n - [INFO] - [E:215| 800]: Train Loss:0.00093923, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:32:26,550 - wikidata12k_1n - [INFO] - [E:215| 900]: Train Loss:0.00093959, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:33:29,406 - wikidata12k_1n - [INFO] - [E:215| 1000]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:34:32,316 - wikidata12k_1n - [INFO] - [E:215| 1100]: Train Loss:0.00093929, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:35:35,099 - wikidata12k_1n - [INFO] - [E:215| 1200]: Train Loss:0.00093932, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:36:37,909 - wikidata12k_1n - [INFO] - [E:215| 1300]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:37:40,741 - wikidata12k_1n - [INFO] - [E:215| 1400]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:38:43,611 - wikidata12k_1n - [INFO] - [E:215| 1500]: Train Loss:0.000939, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:39:46,512 - wikidata12k_1n - [INFO] - [E:215| 1600]: Train Loss:0.00093903, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:40:27,606 - wikidata12k_1n - [INFO] - [Epoch:215]: Training Loss:0.0009389 + +2023-05-09 20:40:27,823 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 20:40:49,137 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 20:41:01,481 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 20:41:22,977 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 20:41:35,202 - wikidata12k_1n - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.50467, Head : 0.36743, Avg : 0.43605 + +2023-05-09 20:41:35,203 - wikidata12k_1n - [INFO] - [Epoch 215]: Training Loss: 0.00093888, Valid MRR: 0.43908, + + + +2023-05-09 20:41:35,846 - wikidata12k_1n - [INFO] - [E:216| 0]: Train Loss:0.00092803, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:42:38,638 - wikidata12k_1n - [INFO] - [E:216| 100]: Train Loss:0.00093953, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:43:41,526 - wikidata12k_1n - [INFO] - [E:216| 200]: Train Loss:0.00093885, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:44:44,466 - wikidata12k_1n - [INFO] - [E:216| 300]: Train Loss:0.00093846, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:45:47,372 - wikidata12k_1n - [INFO] - [E:216| 400]: Train Loss:0.00093805, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:46:50,295 - wikidata12k_1n - [INFO] - [E:216| 500]: Train Loss:0.0009377, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:47:53,207 - wikidata12k_1n - [INFO] - [E:216| 600]: Train Loss:0.00093792, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:48:56,161 - wikidata12k_1n - [INFO] - [E:216| 700]: Train Loss:0.0009378, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:49:59,068 - wikidata12k_1n - [INFO] - [E:216| 800]: Train Loss:0.00093844, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:51:02,015 - wikidata12k_1n - [INFO] - [E:216| 900]: Train Loss:0.00093836, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:52:04,948 - wikidata12k_1n - [INFO] - [E:216| 1000]: Train Loss:0.00093801, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:53:07,813 - wikidata12k_1n - [INFO] - [E:216| 1100]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:54:10,691 - wikidata12k_1n - [INFO] - [E:216| 1200]: Train Loss:0.00093822, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:55:13,634 - wikidata12k_1n - [INFO] - [E:216| 1300]: Train Loss:0.00093852, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:56:16,497 - wikidata12k_1n - [INFO] - [E:216| 1400]: Train Loss:0.00093853, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:57:19,475 - wikidata12k_1n - [INFO] - [E:216| 1500]: Train Loss:0.00093845, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:58:22,289 - wikidata12k_1n - [INFO] - [E:216| 1600]: Train Loss:0.00093858, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:59:03,319 - wikidata12k_1n - [INFO] - [Epoch:216]: Training Loss:0.0009388 + +2023-05-09 20:59:03,536 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 20:59:24,846 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 20:59:37,168 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 20:59:58,631 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 21:00:10,854 - wikidata12k_1n - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.49936, Head : 0.36564, Avg : 0.4325 + +2023-05-09 21:00:10,854 - wikidata12k_1n - [INFO] - [Epoch 216]: Training Loss: 0.00093879, Valid MRR: 0.43908, + + + +2023-05-09 21:00:11,496 - wikidata12k_1n - [INFO] - [E:217| 0]: Train Loss:0.00092256, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:01:14,418 - wikidata12k_1n - [INFO] - [E:217| 100]: Train Loss:0.00093488, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:02:17,370 - wikidata12k_1n - [INFO] - [E:217| 200]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:03:20,313 - wikidata12k_1n - [INFO] - [E:217| 300]: Train Loss:0.00093849, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:04:23,255 - wikidata12k_1n - [INFO] - [E:217| 400]: Train Loss:0.00093841, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:05:26,306 - wikidata12k_1n - [INFO] - [E:217| 500]: Train Loss:0.00093866, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:06:29,085 - wikidata12k_1n - [INFO] - [E:217| 600]: Train Loss:0.00093899, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:07:31,878 - wikidata12k_1n - [INFO] - [E:217| 700]: Train Loss:0.00093922, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:08:34,762 - wikidata12k_1n - [INFO] - [E:217| 800]: Train Loss:0.00093883, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:09:37,712 - wikidata12k_1n - [INFO] - [E:217| 900]: Train Loss:0.00093908, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:10:40,693 - wikidata12k_1n - [INFO] - [E:217| 1000]: Train Loss:0.00093901, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:11:43,609 - wikidata12k_1n - [INFO] - [E:217| 1100]: Train Loss:0.00093864, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:12:46,518 - wikidata12k_1n - [INFO] - [E:217| 1200]: Train Loss:0.00093903, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:13:49,467 - wikidata12k_1n - [INFO] - [E:217| 1300]: Train Loss:0.0009387, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:14:52,427 - wikidata12k_1n - [INFO] - [E:217| 1400]: Train Loss:0.00093879, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:15:55,268 - wikidata12k_1n - [INFO] - [E:217| 1500]: Train Loss:0.00093854, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:16:58,150 - wikidata12k_1n - [INFO] - [E:217| 1600]: Train Loss:0.00093879, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:17:39,205 - wikidata12k_1n - [INFO] - [Epoch:217]: Training Loss:0.0009387 + +2023-05-09 21:17:39,421 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 21:18:00,723 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 21:18:13,052 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 21:18:34,550 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 21:18:46,760 - wikidata12k_1n - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.50077, Head : 0.37255, Avg : 0.43666 + +2023-05-09 21:18:46,760 - wikidata12k_1n - [INFO] - [Epoch 217]: Training Loss: 0.00093869, Valid MRR: 0.43908, + + + +2023-05-09 21:18:47,404 - wikidata12k_1n - [INFO] - [E:218| 0]: Train Loss:0.00095169, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:19:50,236 - wikidata12k_1n - [INFO] - [E:218| 100]: Train Loss:0.0009343, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:20:53,081 - wikidata12k_1n - [INFO] - [E:218| 200]: Train Loss:0.00093495, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:21:56,005 - wikidata12k_1n - [INFO] - [E:218| 300]: Train Loss:0.00093585, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:22:59,022 - wikidata12k_1n - [INFO] - [E:218| 400]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:24:01,968 - wikidata12k_1n - [INFO] - [E:218| 500]: Train Loss:0.00093728, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:25:04,885 - wikidata12k_1n - [INFO] - [E:218| 600]: Train Loss:0.00093805, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:26:07,824 - wikidata12k_1n - [INFO] - [E:218| 700]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:27:10,770 - wikidata12k_1n - [INFO] - [E:218| 800]: Train Loss:0.00093813, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:28:13,714 - wikidata12k_1n - [INFO] - [E:218| 900]: Train Loss:0.0009379, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:29:16,677 - wikidata12k_1n - [INFO] - [E:218| 1000]: Train Loss:0.0009382, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:30:19,602 - wikidata12k_1n - [INFO] - [E:218| 1100]: Train Loss:0.00093823, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:31:22,453 - wikidata12k_1n - [INFO] - [E:218| 1200]: Train Loss:0.00093826, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:32:25,369 - wikidata12k_1n - [INFO] - [E:218| 1300]: Train Loss:0.00093826, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:33:28,294 - wikidata12k_1n - [INFO] - [E:218| 1400]: Train Loss:0.00093838, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:34:31,241 - wikidata12k_1n - [INFO] - [E:218| 1500]: Train Loss:0.00093844, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:35:34,155 - wikidata12k_1n - [INFO] - [E:218| 1600]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:36:15,242 - wikidata12k_1n - [INFO] - [Epoch:218]: Training Loss:0.0009384 + +2023-05-09 21:36:15,457 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 21:36:36,777 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 21:36:49,117 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 21:37:10,604 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 21:37:22,841 - wikidata12k_1n - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.48839, Head : 0.3536, Avg : 0.42099 + +2023-05-09 21:37:22,841 - wikidata12k_1n - [INFO] - [Epoch 218]: Training Loss: 0.00093839, Valid MRR: 0.43908, + + + +2023-05-09 21:37:23,489 - wikidata12k_1n - [INFO] - [E:219| 0]: Train Loss:0.00092355, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:38:26,381 - wikidata12k_1n - [INFO] - [E:219| 100]: Train Loss:0.00093953, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:39:29,305 - wikidata12k_1n - [INFO] - [E:219| 200]: Train Loss:0.00094082, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:40:32,310 - wikidata12k_1n - [INFO] - [E:219| 300]: Train Loss:0.00093964, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:41:35,078 - wikidata12k_1n - [INFO] - [E:219| 400]: Train Loss:0.0009385, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:42:37,974 - wikidata12k_1n - [INFO] - [E:219| 500]: Train Loss:0.00093876, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:43:40,866 - wikidata12k_1n - [INFO] - [E:219| 600]: Train Loss:0.00093836, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:44:43,728 - wikidata12k_1n - [INFO] - [E:219| 700]: Train Loss:0.00093834, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:45:46,601 - wikidata12k_1n - [INFO] - [E:219| 800]: Train Loss:0.00093834, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:46:49,512 - wikidata12k_1n - [INFO] - [E:219| 900]: Train Loss:0.00093836, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:47:52,423 - wikidata12k_1n - [INFO] - [E:219| 1000]: Train Loss:0.00093815, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:48:55,406 - wikidata12k_1n - [INFO] - [E:219| 1100]: Train Loss:0.00093854, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:49:58,313 - wikidata12k_1n - [INFO] - [E:219| 1200]: Train Loss:0.00093835, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:51:01,153 - wikidata12k_1n - [INFO] - [E:219| 1300]: Train Loss:0.0009386, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:52:04,019 - wikidata12k_1n - [INFO] - [E:219| 1400]: Train Loss:0.00093842, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:53:06,856 - wikidata12k_1n - [INFO] - [E:219| 1500]: Train Loss:0.00093816, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:54:09,746 - wikidata12k_1n - [INFO] - [E:219| 1600]: Train Loss:0.00093801, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:54:50,813 - wikidata12k_1n - [INFO] - [Epoch:219]: Training Loss:0.000938 + +2023-05-09 21:54:51,031 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 21:55:12,354 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 21:55:24,706 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 21:55:46,190 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 21:55:58,416 - wikidata12k_1n - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.49693, Head : 0.37327, Avg : 0.4351 + MR: Tail : 838.05, Head : 880.11, Avg : 859.08 + Hit-1: Tail : 0.41211, Head : 0.27974, Avg : 0.34593 + Hit-3: Tail : 0.54271, Head : 0.4226, Avg : 0.48266 + Hit-10: Tail : 0.66009, Head : 0.54879, Avg : 0.60444 +2023-05-09 21:55:58,417 - wikidata12k_1n - [INFO] - [Epoch 219]: Training Loss: 0.00093804, Valid MRR: 0.43908, + + + +2023-05-09 21:55:59,060 - wikidata12k_1n - [INFO] - [E:220| 0]: Train Loss:0.0009495, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:57:01,934 - wikidata12k_1n - [INFO] - [E:220| 100]: Train Loss:0.00093863, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:58:04,868 - wikidata12k_1n - [INFO] - [E:220| 200]: Train Loss:0.00093861, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:59:07,733 - wikidata12k_1n - [INFO] - [E:220| 300]: Train Loss:0.00093659, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:00:10,650 - wikidata12k_1n - [INFO] - [E:220| 400]: Train Loss:0.00093733, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:01:13,456 - wikidata12k_1n - [INFO] - [E:220| 500]: Train Loss:0.00093736, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:02:16,239 - wikidata12k_1n - [INFO] - [E:220| 600]: Train Loss:0.00093736, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:03:19,070 - wikidata12k_1n - [INFO] - [E:220| 700]: Train Loss:0.00093784, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:04:21,865 - wikidata12k_1n - [INFO] - [E:220| 800]: Train Loss:0.00093768, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:05:24,672 - wikidata12k_1n - [INFO] - [E:220| 900]: Train Loss:0.00093789, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:06:27,526 - wikidata12k_1n - [INFO] - [E:220| 1000]: Train Loss:0.000938, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:07:30,399 - wikidata12k_1n - [INFO] - [E:220| 1100]: Train Loss:0.00093805, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:08:33,287 - wikidata12k_1n - [INFO] - [E:220| 1200]: Train Loss:0.00093803, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:09:36,077 - wikidata12k_1n - [INFO] - [E:220| 1300]: Train Loss:0.00093814, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:10:38,947 - wikidata12k_1n - [INFO] - [E:220| 1400]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:11:41,822 - wikidata12k_1n - [INFO] - [E:220| 1500]: Train Loss:0.00093816, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:12:44,644 - wikidata12k_1n - [INFO] - [E:220| 1600]: Train Loss:0.00093828, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:13:25,694 - wikidata12k_1n - [INFO] - [Epoch:220]: Training Loss:0.0009384 + +2023-05-09 22:13:25,910 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 22:13:47,207 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 22:13:59,540 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 22:14:21,025 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 22:14:33,245 - wikidata12k_1n - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.50439, Head : 0.36848, Avg : 0.43643 + +2023-05-09 22:14:33,245 - wikidata12k_1n - [INFO] - [Epoch 220]: Training Loss: 0.00093838, Valid MRR: 0.43908, + + + +2023-05-09 22:14:33,895 - wikidata12k_1n - [INFO] - [E:221| 0]: Train Loss:0.00091614, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:15:36,828 - wikidata12k_1n - [INFO] - [E:221| 100]: Train Loss:0.00093685, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:16:39,763 - wikidata12k_1n - [INFO] - [E:221| 200]: Train Loss:0.00093761, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:17:42,691 - wikidata12k_1n - [INFO] - [E:221| 300]: Train Loss:0.00093759, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:18:45,526 - wikidata12k_1n - [INFO] - [E:221| 400]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:19:48,320 - wikidata12k_1n - [INFO] - [E:221| 500]: Train Loss:0.00093849, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:20:51,143 - wikidata12k_1n - [INFO] - [E:221| 600]: Train Loss:0.00093804, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:21:53,942 - wikidata12k_1n - [INFO] - [E:221| 700]: Train Loss:0.00093821, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:22:56,728 - wikidata12k_1n - [INFO] - [E:221| 800]: Train Loss:0.00093798, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:23:59,582 - wikidata12k_1n - [INFO] - [E:221| 900]: Train Loss:0.00093819, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:25:02,391 - wikidata12k_1n - [INFO] - [E:221| 1000]: Train Loss:0.00093823, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:26:05,295 - wikidata12k_1n - [INFO] - [E:221| 1100]: Train Loss:0.00093818, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:27:08,261 - wikidata12k_1n - [INFO] - [E:221| 1200]: Train Loss:0.0009378, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:28:11,215 - wikidata12k_1n - [INFO] - [E:221| 1300]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:29:14,155 - wikidata12k_1n - [INFO] - [E:221| 1400]: Train Loss:0.00093834, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:30:17,198 - wikidata12k_1n - [INFO] - [E:221| 1500]: Train Loss:0.00093842, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:31:20,089 - wikidata12k_1n - [INFO] - [E:221| 1600]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:32:01,196 - wikidata12k_1n - [INFO] - [Epoch:221]: Training Loss:0.0009382 + +2023-05-09 22:32:01,413 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 22:32:22,768 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 22:32:35,137 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 22:32:56,635 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 22:33:08,858 - wikidata12k_1n - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.5054, Head : 0.34667, Avg : 0.42603 + +2023-05-09 22:33:08,858 - wikidata12k_1n - [INFO] - [Epoch 221]: Training Loss: 0.00093819, Valid MRR: 0.43908, + + + +2023-05-09 22:33:09,502 - wikidata12k_1n - [INFO] - [E:222| 0]: Train Loss:0.00092732, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:34:12,437 - wikidata12k_1n - [INFO] - [E:222| 100]: Train Loss:0.00093465, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:35:15,355 - wikidata12k_1n - [INFO] - [E:222| 200]: Train Loss:0.00093621, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:36:18,310 - wikidata12k_1n - [INFO] - [E:222| 300]: Train Loss:0.0009368, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:37:21,113 - wikidata12k_1n - [INFO] - [E:222| 400]: Train Loss:0.00093607, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:38:23,895 - wikidata12k_1n - [INFO] - [E:222| 500]: Train Loss:0.00093608, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:39:26,717 - wikidata12k_1n - [INFO] - [E:222| 600]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:40:29,518 - wikidata12k_1n - [INFO] - [E:222| 700]: Train Loss:0.00093707, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:41:32,554 - wikidata12k_1n - [INFO] - [E:222| 800]: Train Loss:0.00093726, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:42:35,479 - wikidata12k_1n - [INFO] - [E:222| 900]: Train Loss:0.00093771, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:43:38,409 - wikidata12k_1n - [INFO] - [E:222| 1000]: Train Loss:0.00093778, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:44:41,279 - wikidata12k_1n - [INFO] - [E:222| 1100]: Train Loss:0.00093787, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:45:44,149 - wikidata12k_1n - [INFO] - [E:222| 1200]: Train Loss:0.00093806, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:46:47,041 - wikidata12k_1n - [INFO] - [E:222| 1300]: Train Loss:0.00093797, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:47:49,931 - wikidata12k_1n - [INFO] - [E:222| 1400]: Train Loss:0.00093809, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:48:52,809 - wikidata12k_1n - [INFO] - [E:222| 1500]: Train Loss:0.00093831, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:49:55,789 - wikidata12k_1n - [INFO] - [E:222| 1600]: Train Loss:0.00093828, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:50:36,916 - wikidata12k_1n - [INFO] - [Epoch:222]: Training Loss:0.0009382 + +2023-05-09 22:50:37,132 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 22:50:58,456 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 22:51:10,819 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 22:51:32,319 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 22:51:44,552 - wikidata12k_1n - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.4928, Head : 0.36814, Avg : 0.43047 + +2023-05-09 22:51:44,552 - wikidata12k_1n - [INFO] - [Epoch 222]: Training Loss: 0.00093817, Valid MRR: 0.43908, + + + +2023-05-09 22:51:45,197 - wikidata12k_1n - [INFO] - [E:223| 0]: Train Loss:0.00091869, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:52:48,109 - wikidata12k_1n - [INFO] - [E:223| 100]: Train Loss:0.0009353, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:53:51,058 - wikidata12k_1n - [INFO] - [E:223| 200]: Train Loss:0.00093684, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:54:53,989 - wikidata12k_1n - [INFO] - [E:223| 300]: Train Loss:0.00093647, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:55:56,917 - wikidata12k_1n - [INFO] - [E:223| 400]: Train Loss:0.0009374, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:56:59,885 - wikidata12k_1n - [INFO] - [E:223| 500]: Train Loss:0.00093671, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:58:02,815 - wikidata12k_1n - [INFO] - [E:223| 600]: Train Loss:0.00093771, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:59:05,708 - wikidata12k_1n - [INFO] - [E:223| 700]: Train Loss:0.00093769, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:00:08,581 - wikidata12k_1n - [INFO] - [E:223| 800]: Train Loss:0.00093732, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:01:11,482 - wikidata12k_1n - [INFO] - [E:223| 900]: Train Loss:0.0009373, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:02:14,390 - wikidata12k_1n - [INFO] - [E:223| 1000]: Train Loss:0.00093708, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:03:17,285 - wikidata12k_1n - [INFO] - [E:223| 1100]: Train Loss:0.0009371, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:04:20,225 - wikidata12k_1n - [INFO] - [E:223| 1200]: Train Loss:0.00093744, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:05:23,161 - wikidata12k_1n - [INFO] - [E:223| 1300]: Train Loss:0.00093724, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:06:26,105 - wikidata12k_1n - [INFO] - [E:223| 1400]: Train Loss:0.00093762, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:07:29,124 - wikidata12k_1n - [INFO] - [E:223| 1500]: Train Loss:0.00093766, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:08:31,988 - wikidata12k_1n - [INFO] - [E:223| 1600]: Train Loss:0.00093777, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:09:13,084 - wikidata12k_1n - [INFO] - [Epoch:223]: Training Loss:0.0009377 + +2023-05-09 23:09:13,300 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 23:09:34,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 23:09:46,935 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 23:10:08,424 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 23:10:20,663 - wikidata12k_1n - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.50265, Head : 0.35293, Avg : 0.42779 + +2023-05-09 23:10:20,663 - wikidata12k_1n - [INFO] - [Epoch 223]: Training Loss: 0.00093774, Valid MRR: 0.43908, + + + +2023-05-09 23:10:21,305 - wikidata12k_1n - [INFO] - [E:224| 0]: Train Loss:0.00092462, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:11:24,189 - wikidata12k_1n - [INFO] - [E:224| 100]: Train Loss:0.00094058, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:12:27,054 - wikidata12k_1n - [INFO] - [E:224| 200]: Train Loss:0.00094038, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:13:29,805 - wikidata12k_1n - [INFO] - [E:224| 300]: Train Loss:0.00093969, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:14:32,592 - wikidata12k_1n - [INFO] - [E:224| 400]: Train Loss:0.00093906, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:15:35,382 - wikidata12k_1n - [INFO] - [E:224| 500]: Train Loss:0.00093823, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:16:38,378 - wikidata12k_1n - [INFO] - [E:224| 600]: Train Loss:0.00093851, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:17:41,293 - wikidata12k_1n - [INFO] - [E:224| 700]: Train Loss:0.00093843, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:18:44,235 - wikidata12k_1n - [INFO] - [E:224| 800]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:19:47,163 - wikidata12k_1n - [INFO] - [E:224| 900]: Train Loss:0.00093819, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:20:50,109 - wikidata12k_1n - [INFO] - [E:224| 1000]: Train Loss:0.00093818, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:21:53,028 - wikidata12k_1n - [INFO] - [E:224| 1100]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:22:55,937 - wikidata12k_1n - [INFO] - [E:224| 1200]: Train Loss:0.00093786, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:23:58,837 - wikidata12k_1n - [INFO] - [E:224| 1300]: Train Loss:0.00093797, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:25:01,805 - wikidata12k_1n - [INFO] - [E:224| 1400]: Train Loss:0.00093788, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:26:04,588 - wikidata12k_1n - [INFO] - [E:224| 1500]: Train Loss:0.00093788, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:27:07,381 - wikidata12k_1n - [INFO] - [E:224| 1600]: Train Loss:0.00093774, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:27:48,485 - wikidata12k_1n - [INFO] - [Epoch:224]: Training Loss:0.0009376 + +2023-05-09 23:27:48,701 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 23:28:10,031 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 23:28:22,381 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 23:28:43,878 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 23:28:56,104 - wikidata12k_1n - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.50189, Head : 0.37339, Avg : 0.43764 + +2023-05-09 23:28:56,105 - wikidata12k_1n - [INFO] - [Epoch 224]: Training Loss: 0.00093761, Valid MRR: 0.43908, + + + +2023-05-09 23:28:56,753 - wikidata12k_1n - [INFO] - [E:225| 0]: Train Loss:0.00099026, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:29:59,675 - wikidata12k_1n - [INFO] - [E:225| 100]: Train Loss:0.0009369, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:31:02,521 - wikidata12k_1n - [INFO] - [E:225| 200]: Train Loss:0.00093583, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:32:05,375 - wikidata12k_1n - [INFO] - [E:225| 300]: Train Loss:0.00093595, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:33:08,302 - wikidata12k_1n - [INFO] - [E:225| 400]: Train Loss:0.00093658, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:34:11,271 - wikidata12k_1n - [INFO] - [E:225| 500]: Train Loss:0.00093666, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:35:14,169 - wikidata12k_1n - [INFO] - [E:225| 600]: Train Loss:0.00093687, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:36:17,129 - wikidata12k_1n - [INFO] - [E:225| 700]: Train Loss:0.00093684, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:37:20,053 - wikidata12k_1n - [INFO] - [E:225| 800]: Train Loss:0.00093679, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:38:23,011 - wikidata12k_1n - [INFO] - [E:225| 900]: Train Loss:0.00093673, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:39:25,945 - wikidata12k_1n - [INFO] - [E:225| 1000]: Train Loss:0.00093662, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:40:28,883 - wikidata12k_1n - [INFO] - [E:225| 1100]: Train Loss:0.00093663, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:41:31,834 - wikidata12k_1n - [INFO] - [E:225| 1200]: Train Loss:0.00093695, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:42:34,909 - wikidata12k_1n - [INFO] - [E:225| 1300]: Train Loss:0.00093702, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:43:37,804 - wikidata12k_1n - [INFO] - [E:225| 1400]: Train Loss:0.00093743, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:44:40,692 - wikidata12k_1n - [INFO] - [E:225| 1500]: Train Loss:0.00093748, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:45:43,556 - wikidata12k_1n - [INFO] - [E:225| 1600]: Train Loss:0.00093758, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:46:24,713 - wikidata12k_1n - [INFO] - [Epoch:225]: Training Loss:0.0009376 + +2023-05-09 23:46:26,237 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 23:46:47,534 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 23:46:59,862 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 23:47:21,336 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 23:47:33,541 - wikidata12k_1n - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.50479, Head : 0.36903, Avg : 0.43691 + +2023-05-09 23:47:33,542 - wikidata12k_1n - [INFO] - [Epoch 225]: Training Loss: 0.00093756, Valid MRR: 0.43908, + + + +2023-05-09 23:47:34,185 - wikidata12k_1n - [INFO] - [E:226| 0]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:48:36,985 - wikidata12k_1n - [INFO] - [E:226| 100]: Train Loss:0.00093427, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:49:39,845 - wikidata12k_1n - [INFO] - [E:226| 200]: Train Loss:0.000934, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:50:42,856 - wikidata12k_1n - [INFO] - [E:226| 300]: Train Loss:0.00093461, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:51:45,788 - wikidata12k_1n - [INFO] - [E:226| 400]: Train Loss:0.00093505, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:52:48,745 - wikidata12k_1n - [INFO] - [E:226| 500]: Train Loss:0.00093547, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:53:51,683 - wikidata12k_1n - [INFO] - [E:226| 600]: Train Loss:0.0009354, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:54:54,606 - wikidata12k_1n - [INFO] - [E:226| 700]: Train Loss:0.00093573, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:55:57,571 - wikidata12k_1n - [INFO] - [E:226| 800]: Train Loss:0.0009357, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:57:00,520 - wikidata12k_1n - [INFO] - [E:226| 900]: Train Loss:0.00093634, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:58:03,419 - wikidata12k_1n - [INFO] - [E:226| 1000]: Train Loss:0.00093657, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:59:06,231 - wikidata12k_1n - [INFO] - [E:226| 1100]: Train Loss:0.00093686, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:00:09,137 - wikidata12k_1n - [INFO] - [E:226| 1200]: Train Loss:0.00093707, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:01:12,067 - wikidata12k_1n - [INFO] - [E:226| 1300]: Train Loss:0.00093736, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:02:15,002 - wikidata12k_1n - [INFO] - [E:226| 1400]: Train Loss:0.00093748, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:03:17,901 - wikidata12k_1n - [INFO] - [E:226| 1500]: Train Loss:0.00093766, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:04:20,799 - wikidata12k_1n - [INFO] - [E:226| 1600]: Train Loss:0.00093759, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:05:01,929 - wikidata12k_1n - [INFO] - [Epoch:226]: Training Loss:0.0009377 + +2023-05-10 00:05:02,145 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 00:05:23,458 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 00:05:35,804 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 00:05:57,304 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 00:06:09,536 - wikidata12k_1n - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.50501, Head : 0.36019, Avg : 0.4326 + +2023-05-10 00:06:09,536 - wikidata12k_1n - [INFO] - [Epoch 226]: Training Loss: 0.0009377, Valid MRR: 0.43908, + + + +2023-05-10 00:06:10,181 - wikidata12k_1n - [INFO] - [E:227| 0]: Train Loss:0.00093363, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:07:13,118 - wikidata12k_1n - [INFO] - [E:227| 100]: Train Loss:0.00093999, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:08:16,086 - wikidata12k_1n - [INFO] - [E:227| 200]: Train Loss:0.00093812, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:09:18,986 - wikidata12k_1n - [INFO] - [E:227| 300]: Train Loss:0.00093723, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:10:21,862 - wikidata12k_1n - [INFO] - [E:227| 400]: Train Loss:0.00093742, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:11:24,764 - wikidata12k_1n - [INFO] - [E:227| 500]: Train Loss:0.00093708, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:12:27,665 - wikidata12k_1n - [INFO] - [E:227| 600]: Train Loss:0.00093721, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:13:30,532 - wikidata12k_1n - [INFO] - [E:227| 700]: Train Loss:0.00093698, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:14:33,453 - wikidata12k_1n - [INFO] - [E:227| 800]: Train Loss:0.00093709, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:15:36,354 - wikidata12k_1n - [INFO] - [E:227| 900]: Train Loss:0.00093726, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:16:39,341 - wikidata12k_1n - [INFO] - [E:227| 1000]: Train Loss:0.00093698, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:17:42,248 - wikidata12k_1n - [INFO] - [E:227| 1100]: Train Loss:0.00093726, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:18:45,145 - wikidata12k_1n - [INFO] - [E:227| 1200]: Train Loss:0.00093734, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:19:48,007 - wikidata12k_1n - [INFO] - [E:227| 1300]: Train Loss:0.00093727, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:20:50,876 - wikidata12k_1n - [INFO] - [E:227| 1400]: Train Loss:0.00093713, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:21:53,756 - wikidata12k_1n - [INFO] - [E:227| 1500]: Train Loss:0.00093725, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:22:56,615 - wikidata12k_1n - [INFO] - [E:227| 1600]: Train Loss:0.00093719, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:23:37,692 - wikidata12k_1n - [INFO] - [Epoch:227]: Training Loss:0.0009373 + +2023-05-10 00:23:37,907 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 00:23:59,221 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 00:24:11,560 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 00:24:33,034 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 00:24:45,248 - wikidata12k_1n - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.49437, Head : 0.36675, Avg : 0.43056 + +2023-05-10 00:24:45,248 - wikidata12k_1n - [INFO] - [Epoch 227]: Training Loss: 0.00093734, Valid MRR: 0.43908, + + + +2023-05-10 00:24:45,890 - wikidata12k_1n - [INFO] - [E:228| 0]: Train Loss:0.0009352, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:25:48,929 - wikidata12k_1n - [INFO] - [E:228| 100]: Train Loss:0.00093829, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:26:51,836 - wikidata12k_1n - [INFO] - [E:228| 200]: Train Loss:0.00093608, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:27:54,637 - wikidata12k_1n - [INFO] - [E:228| 300]: Train Loss:0.00093702, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:28:57,488 - wikidata12k_1n - [INFO] - [E:228| 400]: Train Loss:0.00093715, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:30:00,280 - wikidata12k_1n - [INFO] - [E:228| 500]: Train Loss:0.00093674, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:31:03,110 - wikidata12k_1n - [INFO] - [E:228| 600]: Train Loss:0.00093674, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:32:06,057 - wikidata12k_1n - [INFO] - [E:228| 700]: Train Loss:0.00093654, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:33:08,992 - wikidata12k_1n - [INFO] - [E:228| 800]: Train Loss:0.00093643, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:34:11,973 - wikidata12k_1n - [INFO] - [E:228| 900]: Train Loss:0.00093624, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:35:14,790 - wikidata12k_1n - [INFO] - [E:228| 1000]: Train Loss:0.0009364, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:36:17,670 - wikidata12k_1n - [INFO] - [E:228| 1100]: Train Loss:0.00093659, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:37:20,606 - wikidata12k_1n - [INFO] - [E:228| 1200]: Train Loss:0.00093678, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:38:23,571 - wikidata12k_1n - [INFO] - [E:228| 1300]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:39:26,516 - wikidata12k_1n - [INFO] - [E:228| 1400]: Train Loss:0.00093689, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:40:29,429 - wikidata12k_1n - [INFO] - [E:228| 1500]: Train Loss:0.00093689, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:41:32,205 - wikidata12k_1n - [INFO] - [E:228| 1600]: Train Loss:0.00093699, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:42:13,235 - wikidata12k_1n - [INFO] - [Epoch:228]: Training Loss:0.0009371 + +2023-05-10 00:42:13,452 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 00:42:34,792 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 00:42:47,178 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 00:43:08,677 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 00:43:20,905 - wikidata12k_1n - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.50509, Head : 0.37563, Avg : 0.44036 + +2023-05-10 00:43:21,872 - wikidata12k_1n - [INFO] - [Epoch 228]: Training Loss: 0.00093706, Valid MRR: 0.44036, + + + +2023-05-10 00:43:22,519 - wikidata12k_1n - [INFO] - [E:229| 0]: Train Loss:0.00092702, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:44:25,389 - wikidata12k_1n - [INFO] - [E:229| 100]: Train Loss:0.00093802, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:45:28,220 - wikidata12k_1n - [INFO] - [E:229| 200]: Train Loss:0.00093875, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:46:31,073 - wikidata12k_1n - [INFO] - [E:229| 300]: Train Loss:0.00093739, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:47:29,140 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-10 00:47:33,938 - wikidata12k_1n - [INFO] - [E:229| 400]: Train Loss:0.00093763, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:47:40,686 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 00:48:19,328 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 00:48:36,842 - wikidata12k_1n - [INFO] - [E:229| 500]: Train Loss:0.00093732, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:48:38,822 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-10 00:49:17,199 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-10 00:49:36,636 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47417, Head : 0.32787, Avg : 0.40102 + MR: Tail : 925.36, Head : 1024.5, Avg : 974.94 + Hit-1: Tail : 0.38685, Head : 0.23948, Avg : 0.31316 + Hit-3: Tail : 0.53194, Head : 0.36288, Avg : 0.44741 + Hit-10: Tail : 0.63266, Head : 0.51212, Avg : 0.57239 +2023-05-10 00:49:39,776 - wikidata12k_1n - [INFO] - [E:229| 600]: Train Loss:0.0009376, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:50:42,725 - wikidata12k_1n - [INFO] - [E:229| 700]: Train Loss:0.00093718, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:51:45,723 - wikidata12k_1n - [INFO] - [E:229| 800]: Train Loss:0.0009375, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:52:48,625 - wikidata12k_1n - [INFO] - [E:229| 900]: Train Loss:0.0009373, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:53:51,571 - wikidata12k_1n - [INFO] - [E:229| 1000]: Train Loss:0.00093739, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:54:54,517 - wikidata12k_1n - [INFO] - [E:229| 1100]: Train Loss:0.0009376, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:55:57,424 - wikidata12k_1n - [INFO] - [E:229| 1200]: Train Loss:0.00093745, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:57:00,379 - wikidata12k_1n - [INFO] - [E:229| 1300]: Train Loss:0.00093727, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:58:03,262 - wikidata12k_1n - [INFO] - [E:229| 1400]: Train Loss:0.00093709, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:59:06,180 - wikidata12k_1n - [INFO] - [E:229| 1500]: Train Loss:0.00093697, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:00:09,205 - wikidata12k_1n - [INFO] - [E:229| 1600]: Train Loss:0.00093698, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:00:50,222 - wikidata12k_1n - [INFO] - [Epoch:229]: Training Loss:0.0009371 + +2023-05-10 01:00:50,438 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 01:01:11,769 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 01:01:24,113 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 01:01:45,610 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 01:01:57,842 - wikidata12k_1n - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.48799, Head : 0.37373, Avg : 0.43086 + MR: Tail : 793.71, Head : 882.02, Avg : 837.86 + Hit-1: Tail : 0.40192, Head : 0.28499, Avg : 0.34345 + Hit-3: Tail : 0.5338, Head : 0.42345, Avg : 0.47862 + Hit-10: Tail : 0.65009, Head : 0.55023, Avg : 0.60016 +2023-05-10 01:01:57,842 - wikidata12k_1n - [INFO] - [Epoch 229]: Training Loss: 0.00093707, Valid MRR: 0.44036, + + + +2023-05-10 01:01:58,486 - wikidata12k_1n - [INFO] - [E:230| 0]: Train Loss:0.00094795, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:03:01,396 - wikidata12k_1n - [INFO] - [E:230| 100]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:04:04,248 - wikidata12k_1n - [INFO] - [E:230| 200]: Train Loss:0.00093457, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:05:07,052 - wikidata12k_1n - [INFO] - [E:230| 300]: Train Loss:0.00093645, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:06:09,846 - wikidata12k_1n - [INFO] - [E:230| 400]: Train Loss:0.00093541, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:07:12,630 - wikidata12k_1n - [INFO] - [E:230| 500]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:08:15,454 - wikidata12k_1n - [INFO] - [E:230| 600]: Train Loss:0.00093617, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:09:18,324 - wikidata12k_1n - [INFO] - [E:230| 700]: Train Loss:0.00093651, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:10:21,121 - wikidata12k_1n - [INFO] - [E:230| 800]: Train Loss:0.00093719, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:11:23,912 - wikidata12k_1n - [INFO] - [E:230| 900]: Train Loss:0.00093722, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:12:26,753 - wikidata12k_1n - [INFO] - [E:230| 1000]: Train Loss:0.00093707, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:13:29,679 - wikidata12k_1n - [INFO] - [E:230| 1100]: Train Loss:0.0009371, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:14:32,644 - wikidata12k_1n - [INFO] - [E:230| 1200]: Train Loss:0.00093714, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:15:35,611 - wikidata12k_1n - [INFO] - [E:230| 1300]: Train Loss:0.00093694, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:16:38,545 - wikidata12k_1n - [INFO] - [E:230| 1400]: Train Loss:0.00093674, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:17:41,515 - wikidata12k_1n - [INFO] - [E:230| 1500]: Train Loss:0.00093713, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:18:44,466 - wikidata12k_1n - [INFO] - [E:230| 1600]: Train Loss:0.00093694, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:19:25,708 - wikidata12k_1n - [INFO] - [Epoch:230]: Training Loss:0.000937 + +2023-05-10 01:19:25,924 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 01:19:47,241 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 01:19:59,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 01:20:21,079 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 01:20:33,313 - wikidata12k_1n - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.49609, Head : 0.36347, Avg : 0.42978 + +2023-05-10 01:20:33,313 - wikidata12k_1n - [INFO] - [Epoch 230]: Training Loss: 0.000937, Valid MRR: 0.44036, + + + +2023-05-10 01:20:33,955 - wikidata12k_1n - [INFO] - [E:231| 0]: Train Loss:0.00094256, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:21:36,810 - wikidata12k_1n - [INFO] - [E:231| 100]: Train Loss:0.00094024, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:22:39,765 - wikidata12k_1n - [INFO] - [E:231| 200]: Train Loss:0.0009384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:23:42,668 - wikidata12k_1n - [INFO] - [E:231| 300]: Train Loss:0.00093789, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:24:45,589 - wikidata12k_1n - [INFO] - [E:231| 400]: Train Loss:0.00093789, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:25:48,481 - wikidata12k_1n - [INFO] - [E:231| 500]: Train Loss:0.00093721, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:26:51,500 - wikidata12k_1n - [INFO] - [E:231| 600]: Train Loss:0.00093667, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:27:54,433 - wikidata12k_1n - [INFO] - [E:231| 700]: Train Loss:0.0009371, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:28:57,388 - wikidata12k_1n - [INFO] - [E:231| 800]: Train Loss:0.00093672, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:30:00,299 - wikidata12k_1n - [INFO] - [E:231| 900]: Train Loss:0.00093666, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:31:03,209 - wikidata12k_1n - [INFO] - [E:231| 1000]: Train Loss:0.00093695, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:32:06,091 - wikidata12k_1n - [INFO] - [E:231| 1100]: Train Loss:0.00093715, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:33:09,031 - wikidata12k_1n - [INFO] - [E:231| 1200]: Train Loss:0.00093735, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:34:11,954 - wikidata12k_1n - [INFO] - [E:231| 1300]: Train Loss:0.00093734, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:35:14,931 - wikidata12k_1n - [INFO] - [E:231| 1400]: Train Loss:0.00093736, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:36:17,849 - wikidata12k_1n - [INFO] - [E:231| 1500]: Train Loss:0.0009374, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:37:20,796 - wikidata12k_1n - [INFO] - [E:231| 1600]: Train Loss:0.00093749, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:38:01,964 - wikidata12k_1n - [INFO] - [Epoch:231]: Training Loss:0.0009373 + +2023-05-10 01:38:02,179 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 01:38:23,534 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 01:38:35,896 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 01:38:57,421 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 01:39:09,663 - wikidata12k_1n - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.5008, Head : 0.36798, Avg : 0.43439 + +2023-05-10 01:39:09,663 - wikidata12k_1n - [INFO] - [Epoch 231]: Training Loss: 0.00093725, Valid MRR: 0.44036, + + + +2023-05-10 01:39:10,306 - wikidata12k_1n - [INFO] - [E:232| 0]: Train Loss:0.00094893, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:40:13,480 - wikidata12k_1n - [INFO] - [E:232| 100]: Train Loss:0.00093397, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:41:16,461 - wikidata12k_1n - [INFO] - [E:232| 200]: Train Loss:0.00093374, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:42:19,364 - wikidata12k_1n - [INFO] - [E:232| 300]: Train Loss:0.00093516, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:43:22,372 - wikidata12k_1n - [INFO] - [E:232| 400]: Train Loss:0.0009351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:44:25,192 - wikidata12k_1n - [INFO] - [E:232| 500]: Train Loss:0.00093538, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:45:28,054 - wikidata12k_1n - [INFO] - [E:232| 600]: Train Loss:0.00093596, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:46:30,939 - wikidata12k_1n - [INFO] - [E:232| 700]: Train Loss:0.00093718, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:47:33,828 - wikidata12k_1n - [INFO] - [E:232| 800]: Train Loss:0.00093726, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:48:36,639 - wikidata12k_1n - [INFO] - [E:232| 900]: Train Loss:0.00093714, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:49:39,454 - wikidata12k_1n - [INFO] - [E:232| 1000]: Train Loss:0.00093706, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:50:42,231 - wikidata12k_1n - [INFO] - [E:232| 1100]: Train Loss:0.00093667, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:51:45,074 - wikidata12k_1n - [INFO] - [E:232| 1200]: Train Loss:0.00093644, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:52:47,973 - wikidata12k_1n - [INFO] - [E:232| 1300]: Train Loss:0.00093676, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:53:50,791 - wikidata12k_1n - [INFO] - [E:232| 1400]: Train Loss:0.00093707, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:54:53,607 - wikidata12k_1n - [INFO] - [E:232| 1500]: Train Loss:0.00093717, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:55:56,414 - wikidata12k_1n - [INFO] - [E:232| 1600]: Train Loss:0.000937, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:56:37,448 - wikidata12k_1n - [INFO] - [Epoch:232]: Training Loss:0.0009373 + +2023-05-10 01:56:37,665 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 01:56:58,981 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 01:57:11,318 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 01:57:32,799 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 01:57:45,017 - wikidata12k_1n - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.50286, Head : 0.36352, Avg : 0.43319 + +2023-05-10 01:57:45,017 - wikidata12k_1n - [INFO] - [Epoch 232]: Training Loss: 0.0009373, Valid MRR: 0.44036, + + + +2023-05-10 01:57:45,660 - wikidata12k_1n - [INFO] - [E:233| 0]: Train Loss:0.00092879, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:58:48,539 - wikidata12k_1n - [INFO] - [E:233| 100]: Train Loss:0.00093799, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:59:51,467 - wikidata12k_1n - [INFO] - [E:233| 200]: Train Loss:0.00093654, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:00:54,326 - wikidata12k_1n - [INFO] - [E:233| 300]: Train Loss:0.00093701, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:01:57,270 - wikidata12k_1n - [INFO] - [E:233| 400]: Train Loss:0.00093677, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:03:00,193 - wikidata12k_1n - [INFO] - [E:233| 500]: Train Loss:0.00093709, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:04:03,143 - wikidata12k_1n - [INFO] - [E:233| 600]: Train Loss:0.00093743, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:05:06,091 - wikidata12k_1n - [INFO] - [E:233| 700]: Train Loss:0.00093808, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:06:09,041 - wikidata12k_1n - [INFO] - [E:233| 800]: Train Loss:0.00093799, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:07:11,993 - wikidata12k_1n - [INFO] - [E:233| 900]: Train Loss:0.00093845, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:08:14,929 - wikidata12k_1n - [INFO] - [E:233| 1000]: Train Loss:0.00093819, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:09:17,920 - wikidata12k_1n - [INFO] - [E:233| 1100]: Train Loss:0.00093789, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:10:20,803 - wikidata12k_1n - [INFO] - [E:233| 1200]: Train Loss:0.00093803, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:11:23,675 - wikidata12k_1n - [INFO] - [E:233| 1300]: Train Loss:0.00093783, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:12:26,470 - wikidata12k_1n - [INFO] - [E:233| 1400]: Train Loss:0.00093761, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:13:29,253 - wikidata12k_1n - [INFO] - [E:233| 1500]: Train Loss:0.00093765, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:14:32,141 - wikidata12k_1n - [INFO] - [E:233| 1600]: Train Loss:0.00093774, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:15:13,246 - wikidata12k_1n - [INFO] - [Epoch:233]: Training Loss:0.0009378 + +2023-05-10 02:15:13,462 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 02:15:34,791 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 02:15:47,146 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 02:16:08,664 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 02:16:20,897 - wikidata12k_1n - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.49482, Head : 0.32871, Avg : 0.41176 + +2023-05-10 02:16:20,897 - wikidata12k_1n - [INFO] - [Epoch 233]: Training Loss: 0.00093784, Valid MRR: 0.44036, + + + +2023-05-10 02:16:21,541 - wikidata12k_1n - [INFO] - [E:234| 0]: Train Loss:0.00093068, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:17:24,496 - wikidata12k_1n - [INFO] - [E:234| 100]: Train Loss:0.00093895, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:18:27,439 - wikidata12k_1n - [INFO] - [E:234| 200]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:19:30,350 - wikidata12k_1n - [INFO] - [E:234| 300]: Train Loss:0.00093717, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:20:33,264 - wikidata12k_1n - [INFO] - [E:234| 400]: Train Loss:0.00093691, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:21:36,215 - wikidata12k_1n - [INFO] - [E:234| 500]: Train Loss:0.0009367, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:22:39,178 - wikidata12k_1n - [INFO] - [E:234| 600]: Train Loss:0.00093627, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:23:42,134 - wikidata12k_1n - [INFO] - [E:234| 700]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:24:45,080 - wikidata12k_1n - [INFO] - [E:234| 800]: Train Loss:0.00093572, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:25:48,035 - wikidata12k_1n - [INFO] - [E:234| 900]: Train Loss:0.00093568, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:26:51,003 - wikidata12k_1n - [INFO] - [E:234| 1000]: Train Loss:0.00093593, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:27:53,945 - wikidata12k_1n - [INFO] - [E:234| 1100]: Train Loss:0.00093578, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:28:56,771 - wikidata12k_1n - [INFO] - [E:234| 1200]: Train Loss:0.00093601, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:29:59,583 - wikidata12k_1n - [INFO] - [E:234| 1300]: Train Loss:0.00093612, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:31:02,400 - wikidata12k_1n - [INFO] - [E:234| 1400]: Train Loss:0.00093616, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:32:05,214 - wikidata12k_1n - [INFO] - [E:234| 1500]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:33:08,046 - wikidata12k_1n - [INFO] - [E:234| 1600]: Train Loss:0.00093646, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:33:49,091 - wikidata12k_1n - [INFO] - [Epoch:234]: Training Loss:0.0009364 + +2023-05-10 02:33:49,307 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 02:34:10,610 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 02:34:22,947 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 02:34:44,426 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 02:34:56,645 - wikidata12k_1n - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.49562, Head : 0.36654, Avg : 0.43108 + +2023-05-10 02:34:56,646 - wikidata12k_1n - [INFO] - [Epoch 234]: Training Loss: 0.00093641, Valid MRR: 0.44036, + + + +2023-05-10 02:34:57,290 - wikidata12k_1n - [INFO] - [E:235| 0]: Train Loss:0.00091585, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:36:00,262 - wikidata12k_1n - [INFO] - [E:235| 100]: Train Loss:0.00093466, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:37:03,053 - wikidata12k_1n - [INFO] - [E:235| 200]: Train Loss:0.00093581, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:38:05,837 - wikidata12k_1n - [INFO] - [E:235| 300]: Train Loss:0.00093458, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:39:08,649 - wikidata12k_1n - [INFO] - [E:235| 400]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:40:11,432 - wikidata12k_1n - [INFO] - [E:235| 500]: Train Loss:0.00093461, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:41:14,214 - wikidata12k_1n - [INFO] - [E:235| 600]: Train Loss:0.00093527, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:42:16,983 - wikidata12k_1n - [INFO] - [E:235| 700]: Train Loss:0.00093561, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:43:19,764 - wikidata12k_1n - [INFO] - [E:235| 800]: Train Loss:0.00093605, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:44:22,653 - wikidata12k_1n - [INFO] - [E:235| 900]: Train Loss:0.00093595, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:45:25,532 - wikidata12k_1n - [INFO] - [E:235| 1000]: Train Loss:0.00093642, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:46:28,412 - wikidata12k_1n - [INFO] - [E:235| 1100]: Train Loss:0.0009361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:47:31,284 - wikidata12k_1n - [INFO] - [E:235| 1200]: Train Loss:0.00093617, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:48:34,168 - wikidata12k_1n - [INFO] - [E:235| 1300]: Train Loss:0.00093611, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:49:37,064 - wikidata12k_1n - [INFO] - [E:235| 1400]: Train Loss:0.00093602, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:50:39,955 - wikidata12k_1n - [INFO] - [E:235| 1500]: Train Loss:0.00093615, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:51:42,808 - wikidata12k_1n - [INFO] - [E:235| 1600]: Train Loss:0.0009361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:52:23,897 - wikidata12k_1n - [INFO] - [Epoch:235]: Training Loss:0.0009361 + +2023-05-10 02:52:24,114 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 02:52:45,429 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 02:52:57,817 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 02:53:19,354 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 02:53:31,590 - wikidata12k_1n - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.50312, Head : 0.36464, Avg : 0.43388 + +2023-05-10 02:53:31,590 - wikidata12k_1n - [INFO] - [Epoch 235]: Training Loss: 0.00093611, Valid MRR: 0.44036, + + + +2023-05-10 02:53:32,235 - wikidata12k_1n - [INFO] - [E:236| 0]: Train Loss:0.00094671, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:54:35,144 - wikidata12k_1n - [INFO] - [E:236| 100]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:55:38,097 - wikidata12k_1n - [INFO] - [E:236| 200]: Train Loss:0.00093452, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:56:41,028 - wikidata12k_1n - [INFO] - [E:236| 300]: Train Loss:0.00093397, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:57:43,930 - wikidata12k_1n - [INFO] - [E:236| 400]: Train Loss:0.00093474, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:58:46,886 - wikidata12k_1n - [INFO] - [E:236| 500]: Train Loss:0.00093497, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:59:49,827 - wikidata12k_1n - [INFO] - [E:236| 600]: Train Loss:0.00093503, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:00:52,751 - wikidata12k_1n - [INFO] - [E:236| 700]: Train Loss:0.00093555, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:01:55,684 - wikidata12k_1n - [INFO] - [E:236| 800]: Train Loss:0.00093613, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:02:58,571 - wikidata12k_1n - [INFO] - [E:236| 900]: Train Loss:0.00093597, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:04:01,467 - wikidata12k_1n - [INFO] - [E:236| 1000]: Train Loss:0.00093587, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:05:04,365 - wikidata12k_1n - [INFO] - [E:236| 1100]: Train Loss:0.00093585, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:06:07,254 - wikidata12k_1n - [INFO] - [E:236| 1200]: Train Loss:0.00093583, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:07:10,140 - wikidata12k_1n - [INFO] - [E:236| 1300]: Train Loss:0.00093582, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:08:13,058 - wikidata12k_1n - [INFO] - [E:236| 1400]: Train Loss:0.00093588, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:09:15,975 - wikidata12k_1n - [INFO] - [E:236| 1500]: Train Loss:0.00093583, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:10:18,926 - wikidata12k_1n - [INFO] - [E:236| 1600]: Train Loss:0.00093587, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:11:00,028 - wikidata12k_1n - [INFO] - [Epoch:236]: Training Loss:0.0009361 + +2023-05-10 03:11:00,244 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 03:11:21,572 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 03:11:33,918 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 03:11:55,440 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 03:12:07,670 - wikidata12k_1n - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.49757, Head : 0.35649, Avg : 0.42703 + +2023-05-10 03:12:07,670 - wikidata12k_1n - [INFO] - [Epoch 236]: Training Loss: 0.00093605, Valid MRR: 0.44036, + + + +2023-05-10 03:12:08,320 - wikidata12k_1n - [INFO] - [E:237| 0]: Train Loss:0.0009152, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:13:11,240 - wikidata12k_1n - [INFO] - [E:237| 100]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:14:14,120 - wikidata12k_1n - [INFO] - [E:237| 200]: Train Loss:0.00093503, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:15:17,000 - wikidata12k_1n - [INFO] - [E:237| 300]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:16:19,881 - wikidata12k_1n - [INFO] - [E:237| 400]: Train Loss:0.0009357, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:17:22,725 - wikidata12k_1n - [INFO] - [E:237| 500]: Train Loss:0.00093574, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:18:25,581 - wikidata12k_1n - [INFO] - [E:237| 600]: Train Loss:0.0009357, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:19:28,527 - wikidata12k_1n - [INFO] - [E:237| 700]: Train Loss:0.00093545, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:20:31,574 - wikidata12k_1n - [INFO] - [E:237| 800]: Train Loss:0.00093606, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:21:34,535 - wikidata12k_1n - [INFO] - [E:237| 900]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:22:37,429 - wikidata12k_1n - [INFO] - [E:237| 1000]: Train Loss:0.00093602, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:23:40,470 - wikidata12k_1n - [INFO] - [E:237| 1100]: Train Loss:0.00093579, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:24:43,286 - wikidata12k_1n - [INFO] - [E:237| 1200]: Train Loss:0.0009356, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:25:46,069 - wikidata12k_1n - [INFO] - [E:237| 1300]: Train Loss:0.0009358, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:26:48,878 - wikidata12k_1n - [INFO] - [E:237| 1400]: Train Loss:0.00093591, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:27:51,762 - wikidata12k_1n - [INFO] - [E:237| 1500]: Train Loss:0.00093605, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:28:54,832 - wikidata12k_1n - [INFO] - [E:237| 1600]: Train Loss:0.00093601, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:29:35,982 - wikidata12k_1n - [INFO] - [Epoch:237]: Training Loss:0.0009361 + +2023-05-10 03:29:36,198 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 03:29:57,529 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 03:30:09,873 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 03:30:31,383 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 03:30:43,618 - wikidata12k_1n - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.49599, Head : 0.36372, Avg : 0.42985 + +2023-05-10 03:30:43,619 - wikidata12k_1n - [INFO] - [Epoch 237]: Training Loss: 0.00093606, Valid MRR: 0.44036, + + + +2023-05-10 03:30:44,280 - wikidata12k_1n - [INFO] - [E:238| 0]: Train Loss:0.0009178, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:31:47,107 - wikidata12k_1n - [INFO] - [E:238| 100]: Train Loss:0.00093626, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:32:49,896 - wikidata12k_1n - [INFO] - [E:238| 200]: Train Loss:0.00093675, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:33:52,769 - wikidata12k_1n - [INFO] - [E:238| 300]: Train Loss:0.00093759, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:34:55,548 - wikidata12k_1n - [INFO] - [E:238| 400]: Train Loss:0.00093713, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:35:58,369 - wikidata12k_1n - [INFO] - [E:238| 500]: Train Loss:0.00093593, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:37:01,439 - wikidata12k_1n - [INFO] - [E:238| 600]: Train Loss:0.00093647, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:38:04,399 - wikidata12k_1n - [INFO] - [E:238| 700]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:39:07,342 - wikidata12k_1n - [INFO] - [E:238| 800]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:40:10,271 - wikidata12k_1n - [INFO] - [E:238| 900]: Train Loss:0.00093625, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:41:13,193 - wikidata12k_1n - [INFO] - [E:238| 1000]: Train Loss:0.00093619, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:42:16,155 - wikidata12k_1n - [INFO] - [E:238| 1100]: Train Loss:0.00093605, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:43:19,110 - wikidata12k_1n - [INFO] - [E:238| 1200]: Train Loss:0.0009357, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:44:22,027 - wikidata12k_1n - [INFO] - [E:238| 1300]: Train Loss:0.00093563, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:45:25,021 - wikidata12k_1n - [INFO] - [E:238| 1400]: Train Loss:0.000936, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:46:27,916 - wikidata12k_1n - [INFO] - [E:238| 1500]: Train Loss:0.00093619, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:47:30,808 - wikidata12k_1n - [INFO] - [E:238| 1600]: Train Loss:0.00093621, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:48:11,899 - wikidata12k_1n - [INFO] - [Epoch:238]: Training Loss:0.0009362 + +2023-05-10 03:48:12,115 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 03:48:33,425 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 03:48:45,770 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 03:49:07,249 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 03:49:19,472 - wikidata12k_1n - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.49882, Head : 0.36516, Avg : 0.43199 + +2023-05-10 03:49:19,472 - wikidata12k_1n - [INFO] - [Epoch 238]: Training Loss: 0.00093619, Valid MRR: 0.44036, + + + +2023-05-10 03:49:20,118 - wikidata12k_1n - [INFO] - [E:239| 0]: Train Loss:0.00092011, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:50:22,966 - wikidata12k_1n - [INFO] - [E:239| 100]: Train Loss:0.00093708, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:51:25,772 - wikidata12k_1n - [INFO] - [E:239| 200]: Train Loss:0.00093672, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:52:28,612 - wikidata12k_1n - [INFO] - [E:239| 300]: Train Loss:0.00093776, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:53:31,435 - wikidata12k_1n - [INFO] - [E:239| 400]: Train Loss:0.00093759, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:54:34,378 - wikidata12k_1n - [INFO] - [E:239| 500]: Train Loss:0.00093718, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:55:37,244 - wikidata12k_1n - [INFO] - [E:239| 600]: Train Loss:0.00093713, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:56:40,077 - wikidata12k_1n - [INFO] - [E:239| 700]: Train Loss:0.0009372, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:57:42,874 - wikidata12k_1n - [INFO] - [E:239| 800]: Train Loss:0.00093709, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:58:45,697 - wikidata12k_1n - [INFO] - [E:239| 900]: Train Loss:0.00093632, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:59:48,577 - wikidata12k_1n - [INFO] - [E:239| 1000]: Train Loss:0.0009365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:00:51,510 - wikidata12k_1n - [INFO] - [E:239| 1100]: Train Loss:0.00093599, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:01:54,466 - wikidata12k_1n - [INFO] - [E:239| 1200]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:02:57,368 - wikidata12k_1n - [INFO] - [E:239| 1300]: Train Loss:0.00093628, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:04:00,231 - wikidata12k_1n - [INFO] - [E:239| 1400]: Train Loss:0.0009363, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:05:03,100 - wikidata12k_1n - [INFO] - [E:239| 1500]: Train Loss:0.00093626, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:06:05,985 - wikidata12k_1n - [INFO] - [E:239| 1600]: Train Loss:0.0009361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:06:47,117 - wikidata12k_1n - [INFO] - [Epoch:239]: Training Loss:0.0009362 + +2023-05-10 04:06:47,333 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 04:07:08,651 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 04:07:20,988 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 04:07:42,478 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 04:07:54,713 - wikidata12k_1n - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.50269, Head : 0.36975, Avg : 0.43622 + MR: Tail : 811.99, Head : 916.47, Avg : 864.23 + Hit-1: Tail : 0.42107, Head : 0.27746, Avg : 0.34927 + Hit-3: Tail : 0.54919, Head : 0.41464, Avg : 0.48191 + Hit-10: Tail : 0.65662, Head : 0.55048, Avg : 0.60355 +2023-05-10 04:07:54,714 - wikidata12k_1n - [INFO] - [Epoch 239]: Training Loss: 0.00093622, Valid MRR: 0.44036, + + + +2023-05-10 04:07:55,356 - wikidata12k_1n - [INFO] - [E:240| 0]: Train Loss:0.00092399, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:08:58,270 - wikidata12k_1n - [INFO] - [E:240| 100]: Train Loss:0.00093375, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:10:01,203 - wikidata12k_1n - [INFO] - [E:240| 200]: Train Loss:0.00093284, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:11:04,194 - wikidata12k_1n - [INFO] - [E:240| 300]: Train Loss:0.00093363, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:12:07,106 - wikidata12k_1n - [INFO] - [E:240| 400]: Train Loss:0.00093398, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:13:09,919 - wikidata12k_1n - [INFO] - [E:240| 500]: Train Loss:0.0009348, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:14:12,728 - wikidata12k_1n - [INFO] - [E:240| 600]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:15:15,926 - wikidata12k_1n - [INFO] - [E:240| 700]: Train Loss:0.00093406, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:16:18,729 - wikidata12k_1n - [INFO] - [E:240| 800]: Train Loss:0.00093434, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:17:21,532 - wikidata12k_1n - [INFO] - [E:240| 900]: Train Loss:0.00093421, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:18:24,404 - wikidata12k_1n - [INFO] - [E:240| 1000]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:19:27,290 - wikidata12k_1n - [INFO] - [E:240| 1100]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:20:30,199 - wikidata12k_1n - [INFO] - [E:240| 1200]: Train Loss:0.00093469, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:21:33,003 - wikidata12k_1n - [INFO] - [E:240| 1300]: Train Loss:0.00093515, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:22:35,797 - wikidata12k_1n - [INFO] - [E:240| 1400]: Train Loss:0.00093498, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:23:38,729 - wikidata12k_1n - [INFO] - [E:240| 1500]: Train Loss:0.00093527, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:24:41,676 - wikidata12k_1n - [INFO] - [E:240| 1600]: Train Loss:0.00093551, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:25:22,749 - wikidata12k_1n - [INFO] - [Epoch:240]: Training Loss:0.0009357 + +2023-05-10 04:25:22,965 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 04:25:44,331 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 04:25:56,696 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 04:26:18,232 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 04:26:30,503 - wikidata12k_1n - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.50252, Head : 0.37194, Avg : 0.43723 + +2023-05-10 04:26:30,503 - wikidata12k_1n - [INFO] - [Epoch 240]: Training Loss: 0.00093569, Valid MRR: 0.44036, + + + +2023-05-10 04:26:31,148 - wikidata12k_1n - [INFO] - [E:241| 0]: Train Loss:0.00094092, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:27:34,048 - wikidata12k_1n - [INFO] - [E:241| 100]: Train Loss:0.00093471, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:28:37,071 - wikidata12k_1n - [INFO] - [E:241| 200]: Train Loss:0.00093676, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:29:39,970 - wikidata12k_1n - [INFO] - [E:241| 300]: Train Loss:0.00093705, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:30:42,787 - wikidata12k_1n - [INFO] - [E:241| 400]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:31:45,600 - wikidata12k_1n - [INFO] - [E:241| 500]: Train Loss:0.00093515, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:32:48,430 - wikidata12k_1n - [INFO] - [E:241| 600]: Train Loss:0.00093501, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:33:51,255 - wikidata12k_1n - [INFO] - [E:241| 700]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:34:54,097 - wikidata12k_1n - [INFO] - [E:241| 800]: Train Loss:0.00093523, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:35:56,895 - wikidata12k_1n - [INFO] - [E:241| 900]: Train Loss:0.00093507, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:36:59,697 - wikidata12k_1n - [INFO] - [E:241| 1000]: Train Loss:0.00093505, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:38:02,674 - wikidata12k_1n - [INFO] - [E:241| 1100]: Train Loss:0.00093503, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:39:05,563 - wikidata12k_1n - [INFO] - [E:241| 1200]: Train Loss:0.00093513, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:40:08,491 - wikidata12k_1n - [INFO] - [E:241| 1300]: Train Loss:0.00093526, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:41:11,391 - wikidata12k_1n - [INFO] - [E:241| 1400]: Train Loss:0.00093537, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:42:14,289 - wikidata12k_1n - [INFO] - [E:241| 1500]: Train Loss:0.00093547, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:43:17,176 - wikidata12k_1n - [INFO] - [E:241| 1600]: Train Loss:0.00093538, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:43:58,274 - wikidata12k_1n - [INFO] - [Epoch:241]: Training Loss:0.0009355 + +2023-05-10 04:43:58,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 04:44:19,808 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 04:44:32,158 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 04:44:53,663 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 04:45:05,882 - wikidata12k_1n - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.49685, Head : 0.32066, Avg : 0.40875 + +2023-05-10 04:45:05,882 - wikidata12k_1n - [INFO] - [Epoch 241]: Training Loss: 0.00093546, Valid MRR: 0.44036, + + + +2023-05-10 04:45:06,525 - wikidata12k_1n - [INFO] - [E:242| 0]: Train Loss:0.00096952, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:46:09,441 - wikidata12k_1n - [INFO] - [E:242| 100]: Train Loss:0.00093592, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:47:12,273 - wikidata12k_1n - [INFO] - [E:242| 200]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:48:15,266 - wikidata12k_1n - [INFO] - [E:242| 300]: Train Loss:0.00093536, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:49:18,237 - wikidata12k_1n - [INFO] - [E:242| 400]: Train Loss:0.00093656, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:50:21,119 - wikidata12k_1n - [INFO] - [E:242| 500]: Train Loss:0.00093662, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:51:24,001 - wikidata12k_1n - [INFO] - [E:242| 600]: Train Loss:0.00093672, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:52:26,874 - wikidata12k_1n - [INFO] - [E:242| 700]: Train Loss:0.00093661, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:53:30,010 - wikidata12k_1n - [INFO] - [E:242| 800]: Train Loss:0.00093622, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:54:32,965 - wikidata12k_1n - [INFO] - [E:242| 900]: Train Loss:0.00093653, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:55:35,910 - wikidata12k_1n - [INFO] - [E:242| 1000]: Train Loss:0.00093632, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:56:38,862 - wikidata12k_1n - [INFO] - [E:242| 1100]: Train Loss:0.00093615, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:57:41,642 - wikidata12k_1n - [INFO] - [E:242| 1200]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:58:44,533 - wikidata12k_1n - [INFO] - [E:242| 1300]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:59:47,372 - wikidata12k_1n - [INFO] - [E:242| 1400]: Train Loss:0.00093603, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:00:50,409 - wikidata12k_1n - [INFO] - [E:242| 1500]: Train Loss:0.00093593, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:01:53,372 - wikidata12k_1n - [INFO] - [E:242| 1600]: Train Loss:0.00093575, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:02:34,504 - wikidata12k_1n - [INFO] - [Epoch:242]: Training Loss:0.0009358 + +2023-05-10 05:02:34,721 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 05:02:56,047 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 05:03:08,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 05:03:29,941 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 05:03:42,167 - wikidata12k_1n - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.50837, Head : 0.33666, Avg : 0.42251 + +2023-05-10 05:03:42,167 - wikidata12k_1n - [INFO] - [Epoch 242]: Training Loss: 0.00093584, Valid MRR: 0.44036, + + + +2023-05-10 05:03:42,811 - wikidata12k_1n - [INFO] - [E:243| 0]: Train Loss:0.00095816, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:04:45,626 - wikidata12k_1n - [INFO] - [E:243| 100]: Train Loss:0.00093617, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:05:48,450 - wikidata12k_1n - [INFO] - [E:243| 200]: Train Loss:0.00093406, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:06:51,260 - wikidata12k_1n - [INFO] - [E:243| 300]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:07:54,067 - wikidata12k_1n - [INFO] - [E:243| 400]: Train Loss:0.00093387, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:08:56,854 - wikidata12k_1n - [INFO] - [E:243| 500]: Train Loss:0.00093402, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:09:59,649 - wikidata12k_1n - [INFO] - [E:243| 600]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:11:02,524 - wikidata12k_1n - [INFO] - [E:243| 700]: Train Loss:0.00093416, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:12:05,449 - wikidata12k_1n - [INFO] - [E:243| 800]: Train Loss:0.00093441, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:13:08,270 - wikidata12k_1n - [INFO] - [E:243| 900]: Train Loss:0.00093458, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:14:11,196 - wikidata12k_1n - [INFO] - [E:243| 1000]: Train Loss:0.00093462, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:15:14,145 - wikidata12k_1n - [INFO] - [E:243| 1100]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:16:17,075 - wikidata12k_1n - [INFO] - [E:243| 1200]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:17:19,931 - wikidata12k_1n - [INFO] - [E:243| 1300]: Train Loss:0.00093475, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:18:22,779 - wikidata12k_1n - [INFO] - [E:243| 1400]: Train Loss:0.00093519, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:19:25,626 - wikidata12k_1n - [INFO] - [E:243| 1500]: Train Loss:0.00093525, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:20:28,508 - wikidata12k_1n - [INFO] - [E:243| 1600]: Train Loss:0.0009354, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:21:09,567 - wikidata12k_1n - [INFO] - [Epoch:243]: Training Loss:0.0009356 + +2023-05-10 05:21:09,785 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 05:21:31,126 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 05:21:43,481 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 05:22:04,985 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 05:22:17,234 - wikidata12k_1n - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.50685, Head : 0.30465, Avg : 0.40575 + +2023-05-10 05:22:17,234 - wikidata12k_1n - [INFO] - [Epoch 243]: Training Loss: 0.00093557, Valid MRR: 0.44036, + + + +2023-05-10 05:22:17,879 - wikidata12k_1n - [INFO] - [E:244| 0]: Train Loss:0.00091445, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:23:20,814 - wikidata12k_1n - [INFO] - [E:244| 100]: Train Loss:0.00093569, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:24:23,761 - wikidata12k_1n - [INFO] - [E:244| 200]: Train Loss:0.00093509, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:25:26,715 - wikidata12k_1n - [INFO] - [E:244| 300]: Train Loss:0.00093405, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:26:29,655 - wikidata12k_1n - [INFO] - [E:244| 400]: Train Loss:0.00093499, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:27:32,601 - wikidata12k_1n - [INFO] - [E:244| 500]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:28:35,526 - wikidata12k_1n - [INFO] - [E:244| 600]: Train Loss:0.00093457, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:29:38,529 - wikidata12k_1n - [INFO] - [E:244| 700]: Train Loss:0.0009348, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:30:41,349 - wikidata12k_1n - [INFO] - [E:244| 800]: Train Loss:0.00093468, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:31:44,160 - wikidata12k_1n - [INFO] - [E:244| 900]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:32:46,982 - wikidata12k_1n - [INFO] - [E:244| 1000]: Train Loss:0.00093482, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:33:49,754 - wikidata12k_1n - [INFO] - [E:244| 1100]: Train Loss:0.00093473, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:34:52,534 - wikidata12k_1n - [INFO] - [E:244| 1200]: Train Loss:0.00093475, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:35:55,342 - wikidata12k_1n - [INFO] - [E:244| 1300]: Train Loss:0.00093507, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:36:58,142 - wikidata12k_1n - [INFO] - [E:244| 1400]: Train Loss:0.00093541, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:38:01,002 - wikidata12k_1n - [INFO] - [E:244| 1500]: Train Loss:0.00093551, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:39:03,888 - wikidata12k_1n - [INFO] - [E:244| 1600]: Train Loss:0.00093532, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:39:44,943 - wikidata12k_1n - [INFO] - [Epoch:244]: Training Loss:0.0009356 + +2023-05-10 05:39:45,158 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 05:40:06,466 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 05:40:18,795 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 05:40:40,290 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 05:40:52,510 - wikidata12k_1n - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.50068, Head : 0.31761, Avg : 0.40915 + +2023-05-10 05:40:52,510 - wikidata12k_1n - [INFO] - [Epoch 244]: Training Loss: 0.00093562, Valid MRR: 0.44036, + + + +2023-05-10 05:40:53,154 - wikidata12k_1n - [INFO] - [E:245| 0]: Train Loss:0.00095771, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:41:56,005 - wikidata12k_1n - [INFO] - [E:245| 100]: Train Loss:0.00094395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:42:58,825 - wikidata12k_1n - [INFO] - [E:245| 200]: Train Loss:0.00093966, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:44:01,673 - wikidata12k_1n - [INFO] - [E:245| 300]: Train Loss:0.00093838, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:45:04,516 - wikidata12k_1n - [INFO] - [E:245| 400]: Train Loss:0.00093807, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:46:07,396 - wikidata12k_1n - [INFO] - [E:245| 500]: Train Loss:0.00093764, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:47:10,357 - wikidata12k_1n - [INFO] - [E:245| 600]: Train Loss:0.00093711, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:48:13,184 - wikidata12k_1n - [INFO] - [E:245| 700]: Train Loss:0.00093696, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:49:15,998 - wikidata12k_1n - [INFO] - [E:245| 800]: Train Loss:0.0009364, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:50:18,870 - wikidata12k_1n - [INFO] - [E:245| 900]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:51:21,775 - wikidata12k_1n - [INFO] - [E:245| 1000]: Train Loss:0.00093614, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:52:24,689 - wikidata12k_1n - [INFO] - [E:245| 1100]: Train Loss:0.00093611, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:53:27,593 - wikidata12k_1n - [INFO] - [E:245| 1200]: Train Loss:0.00093589, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:54:30,532 - wikidata12k_1n - [INFO] - [E:245| 1300]: Train Loss:0.00093636, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:55:33,598 - wikidata12k_1n - [INFO] - [E:245| 1400]: Train Loss:0.00093641, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:56:36,587 - wikidata12k_1n - [INFO] - [E:245| 1500]: Train Loss:0.00093625, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:57:39,509 - wikidata12k_1n - [INFO] - [E:245| 1600]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:58:20,680 - wikidata12k_1n - [INFO] - [Epoch:245]: Training Loss:0.0009362 + +2023-05-10 05:58:20,897 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 05:58:42,222 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 05:58:54,565 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 05:59:16,053 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 05:59:28,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.50339, Head : 0.37113, Avg : 0.43726 + +2023-05-10 05:59:28,278 - wikidata12k_1n - [INFO] - [Epoch 245]: Training Loss: 0.00093621, Valid MRR: 0.44036, + + + +2023-05-10 05:59:28,923 - wikidata12k_1n - [INFO] - [E:246| 0]: Train Loss:0.00091395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:00:31,823 - wikidata12k_1n - [INFO] - [E:246| 100]: Train Loss:0.00093326, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:01:34,742 - wikidata12k_1n - [INFO] - [E:246| 200]: Train Loss:0.00093512, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:02:37,634 - wikidata12k_1n - [INFO] - [E:246| 300]: Train Loss:0.00093629, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:03:40,500 - wikidata12k_1n - [INFO] - [E:246| 400]: Train Loss:0.00093589, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:04:43,510 - wikidata12k_1n - [INFO] - [E:246| 500]: Train Loss:0.00093504, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:05:46,461 - wikidata12k_1n - [INFO] - [E:246| 600]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:06:49,441 - wikidata12k_1n - [INFO] - [E:246| 700]: Train Loss:0.00093407, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:07:52,372 - wikidata12k_1n - [INFO] - [E:246| 800]: Train Loss:0.00093421, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:08:55,246 - wikidata12k_1n - [INFO] - [E:246| 900]: Train Loss:0.00093403, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:09:58,230 - wikidata12k_1n - [INFO] - [E:246| 1000]: Train Loss:0.00093425, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:11:01,267 - wikidata12k_1n - [INFO] - [E:246| 1100]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:12:04,206 - wikidata12k_1n - [INFO] - [E:246| 1200]: Train Loss:0.00093473, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:13:07,238 - wikidata12k_1n - [INFO] - [E:246| 1300]: Train Loss:0.00093478, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:14:10,193 - wikidata12k_1n - [INFO] - [E:246| 1400]: Train Loss:0.00093488, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:15:13,162 - wikidata12k_1n - [INFO] - [E:246| 1500]: Train Loss:0.00093491, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:16:16,051 - wikidata12k_1n - [INFO] - [E:246| 1600]: Train Loss:0.00093501, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:16:57,163 - wikidata12k_1n - [INFO] - [Epoch:246]: Training Loss:0.0009352 + +2023-05-10 06:16:57,379 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 06:17:18,705 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 06:17:31,062 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 06:17:52,555 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 06:18:04,784 - wikidata12k_1n - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.49812, Head : 0.34086, Avg : 0.41949 + +2023-05-10 06:18:04,784 - wikidata12k_1n - [INFO] - [Epoch 246]: Training Loss: 0.00093521, Valid MRR: 0.44036, + + + +2023-05-10 06:18:05,428 - wikidata12k_1n - [INFO] - [E:247| 0]: Train Loss:0.00093281, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:19:08,369 - wikidata12k_1n - [INFO] - [E:247| 100]: Train Loss:0.00093598, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:20:11,307 - wikidata12k_1n - [INFO] - [E:247| 200]: Train Loss:0.00093532, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:21:14,327 - wikidata12k_1n - [INFO] - [E:247| 300]: Train Loss:0.00093459, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:22:17,304 - wikidata12k_1n - [INFO] - [E:247| 400]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:23:20,278 - wikidata12k_1n - [INFO] - [E:247| 500]: Train Loss:0.00093418, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:24:23,252 - wikidata12k_1n - [INFO] - [E:247| 600]: Train Loss:0.0009337, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:25:26,189 - wikidata12k_1n - [INFO] - [E:247| 700]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:26:29,164 - wikidata12k_1n - [INFO] - [E:247| 800]: Train Loss:0.0009335, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:27:32,134 - wikidata12k_1n - [INFO] - [E:247| 900]: Train Loss:0.00093358, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:28:35,089 - wikidata12k_1n - [INFO] - [E:247| 1000]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:29:38,083 - wikidata12k_1n - [INFO] - [E:247| 1100]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:30:41,080 - wikidata12k_1n - [INFO] - [E:247| 1200]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:31:43,931 - wikidata12k_1n - [INFO] - [E:247| 1300]: Train Loss:0.00093454, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:32:46,830 - wikidata12k_1n - [INFO] - [E:247| 1400]: Train Loss:0.0009345, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:33:49,755 - wikidata12k_1n - [INFO] - [E:247| 1500]: Train Loss:0.00093477, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:34:52,654 - wikidata12k_1n - [INFO] - [E:247| 1600]: Train Loss:0.00093481, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:35:33,806 - wikidata12k_1n - [INFO] - [Epoch:247]: Training Loss:0.000935 + +2023-05-10 06:35:34,024 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 06:35:55,366 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 06:36:07,728 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 06:36:29,266 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 06:36:41,516 - wikidata12k_1n - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.49972, Head : 0.3089, Avg : 0.40431 + +2023-05-10 06:36:41,516 - wikidata12k_1n - [INFO] - [Epoch 247]: Training Loss: 0.00093496, Valid MRR: 0.44036, + + + +2023-05-10 06:36:42,161 - wikidata12k_1n - [INFO] - [E:248| 0]: Train Loss:0.00093573, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:37:45,148 - wikidata12k_1n - [INFO] - [E:248| 100]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:38:48,122 - wikidata12k_1n - [INFO] - [E:248| 200]: Train Loss:0.00093422, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:39:51,238 - wikidata12k_1n - [INFO] - [E:248| 300]: Train Loss:0.00093425, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:40:54,208 - wikidata12k_1n - [INFO] - [E:248| 400]: Train Loss:0.00093445, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:41:57,146 - wikidata12k_1n - [INFO] - [E:248| 500]: Train Loss:0.00093481, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:43:00,137 - wikidata12k_1n - [INFO] - [E:248| 600]: Train Loss:0.00093463, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:44:03,125 - wikidata12k_1n - [INFO] - [E:248| 700]: Train Loss:0.00093489, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:45:06,106 - wikidata12k_1n - [INFO] - [E:248| 800]: Train Loss:0.00093473, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:46:09,007 - wikidata12k_1n - [INFO] - [E:248| 900]: Train Loss:0.00093454, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:47:11,879 - wikidata12k_1n - [INFO] - [E:248| 1000]: Train Loss:0.00093486, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:48:14,929 - wikidata12k_1n - [INFO] - [E:248| 1100]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:49:17,939 - wikidata12k_1n - [INFO] - [E:248| 1200]: Train Loss:0.00093524, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:50:20,916 - wikidata12k_1n - [INFO] - [E:248| 1300]: Train Loss:0.00093541, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:51:23,852 - wikidata12k_1n - [INFO] - [E:248| 1400]: Train Loss:0.00093555, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:52:26,785 - wikidata12k_1n - [INFO] - [E:248| 1500]: Train Loss:0.00093545, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:53:29,676 - wikidata12k_1n - [INFO] - [E:248| 1600]: Train Loss:0.00093536, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:54:10,787 - wikidata12k_1n - [INFO] - [Epoch:248]: Training Loss:0.0009353 + +2023-05-10 06:54:11,004 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 06:54:32,350 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 06:54:44,706 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 06:55:06,213 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 06:55:18,445 - wikidata12k_1n - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.49628, Head : 0.36074, Avg : 0.42851 + +2023-05-10 06:55:18,446 - wikidata12k_1n - [INFO] - [Epoch 248]: Training Loss: 0.00093534, Valid MRR: 0.44036, + + + +2023-05-10 06:55:19,087 - wikidata12k_1n - [INFO] - [E:249| 0]: Train Loss:0.00090924, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:56:22,025 - wikidata12k_1n - [INFO] - [E:249| 100]: Train Loss:0.00092939, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:57:25,029 - wikidata12k_1n - [INFO] - [E:249| 200]: Train Loss:0.0009327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:58:27,979 - wikidata12k_1n - [INFO] - [E:249| 300]: Train Loss:0.00093257, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:59:30,922 - wikidata12k_1n - [INFO] - [E:249| 400]: Train Loss:0.00093305, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:00:33,920 - wikidata12k_1n - [INFO] - [E:249| 500]: Train Loss:0.00093355, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:01:36,912 - wikidata12k_1n - [INFO] - [E:249| 600]: Train Loss:0.00093403, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:02:39,905 - wikidata12k_1n - [INFO] - [E:249| 700]: Train Loss:0.0009341, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:03:42,834 - wikidata12k_1n - [INFO] - [E:249| 800]: Train Loss:0.00093404, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:04:45,737 - wikidata12k_1n - [INFO] - [E:249| 900]: Train Loss:0.0009339, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:05:48,766 - wikidata12k_1n - [INFO] - [E:249| 1000]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:06:51,671 - wikidata12k_1n - [INFO] - [E:249| 1100]: Train Loss:0.00093404, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:07:54,603 - wikidata12k_1n - [INFO] - [E:249| 1200]: Train Loss:0.00093438, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:08:57,500 - wikidata12k_1n - [INFO] - [E:249| 1300]: Train Loss:0.00093447, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:10:00,387 - wikidata12k_1n - [INFO] - [E:249| 1400]: Train Loss:0.00093461, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:11:03,320 - wikidata12k_1n - [INFO] - [E:249| 1500]: Train Loss:0.00093476, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:12:06,249 - wikidata12k_1n - [INFO] - [E:249| 1600]: Train Loss:0.0009348, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:12:47,406 - wikidata12k_1n - [INFO] - [Epoch:249]: Training Loss:0.0009348 + +2023-05-10 07:12:47,623 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 07:13:08,976 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 07:13:21,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 07:13:42,886 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 07:13:55,134 - wikidata12k_1n - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.49882, Head : 0.31503, Avg : 0.40692 + MR: Tail : 800.82, Head : 924.52, Avg : 862.67 + Hit-1: Tail : 0.41479, Head : 0.21254, Avg : 0.31366 + Hit-3: Tail : 0.54676, Head : 0.35872, Avg : 0.45274 + Hit-10: Tail : 0.65286, Head : 0.52024, Avg : 0.58655 +2023-05-10 07:13:55,135 - wikidata12k_1n - [INFO] - [Epoch 249]: Training Loss: 0.00093481, Valid MRR: 0.44036, + + + +2023-05-10 07:13:55,779 - wikidata12k_1n - [INFO] - [E:250| 0]: Train Loss:0.00091856, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:14:58,825 - wikidata12k_1n - [INFO] - [E:250| 100]: Train Loss:0.00093394, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:16:01,773 - wikidata12k_1n - [INFO] - [E:250| 200]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:17:04,753 - wikidata12k_1n - [INFO] - [E:250| 300]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:18:07,682 - wikidata12k_1n - [INFO] - [E:250| 400]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:19:10,605 - wikidata12k_1n - [INFO] - [E:250| 500]: Train Loss:0.00093345, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:20:13,496 - wikidata12k_1n - [INFO] - [E:250| 600]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:21:16,363 - wikidata12k_1n - [INFO] - [E:250| 700]: Train Loss:0.00093412, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:22:19,328 - wikidata12k_1n - [INFO] - [E:250| 800]: Train Loss:0.00093431, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:23:22,353 - wikidata12k_1n - [INFO] - [E:250| 900]: Train Loss:0.00093475, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:24:25,347 - wikidata12k_1n - [INFO] - [E:250| 1000]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:25:28,324 - wikidata12k_1n - [INFO] - [E:250| 1100]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:26:31,314 - wikidata12k_1n - [INFO] - [E:250| 1200]: Train Loss:0.00093454, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:27:34,318 - wikidata12k_1n - [INFO] - [E:250| 1300]: Train Loss:0.00093457, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:28:37,318 - wikidata12k_1n - [INFO] - [E:250| 1400]: Train Loss:0.0009346, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:29:40,320 - wikidata12k_1n - [INFO] - [E:250| 1500]: Train Loss:0.00093453, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:30:43,292 - wikidata12k_1n - [INFO] - [E:250| 1600]: Train Loss:0.00093459, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:31:24,444 - wikidata12k_1n - [INFO] - [Epoch:250]: Training Loss:0.0009346 + +2023-05-10 07:31:24,662 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 07:31:46,028 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 07:31:58,418 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 07:32:19,945 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 07:32:32,199 - wikidata12k_1n - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.49799, Head : 0.3027, Avg : 0.40035 + +2023-05-10 07:32:32,199 - wikidata12k_1n - [INFO] - [Epoch 250]: Training Loss: 0.00093465, Valid MRR: 0.44036, + + + +2023-05-10 07:32:32,842 - wikidata12k_1n - [INFO] - [E:251| 0]: Train Loss:0.00094007, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:33:35,790 - wikidata12k_1n - [INFO] - [E:251| 100]: Train Loss:0.00093703, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:34:38,721 - wikidata12k_1n - [INFO] - [E:251| 200]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:35:41,694 - wikidata12k_1n - [INFO] - [E:251| 300]: Train Loss:0.00093587, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:36:44,611 - wikidata12k_1n - [INFO] - [E:251| 400]: Train Loss:0.00093468, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:37:47,564 - wikidata12k_1n - [INFO] - [E:251| 500]: Train Loss:0.00093518, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:38:50,519 - wikidata12k_1n - [INFO] - [E:251| 600]: Train Loss:0.00093516, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:39:53,533 - wikidata12k_1n - [INFO] - [E:251| 700]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:40:56,603 - wikidata12k_1n - [INFO] - [E:251| 800]: Train Loss:0.00093563, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:41:59,602 - wikidata12k_1n - [INFO] - [E:251| 900]: Train Loss:0.00093524, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:43:02,635 - wikidata12k_1n - [INFO] - [E:251| 1000]: Train Loss:0.00093521, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:44:05,587 - wikidata12k_1n - [INFO] - [E:251| 1100]: Train Loss:0.00093525, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:45:08,544 - wikidata12k_1n - [INFO] - [E:251| 1200]: Train Loss:0.00093543, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:46:11,491 - wikidata12k_1n - [INFO] - [E:251| 1300]: Train Loss:0.0009353, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:47:14,435 - wikidata12k_1n - [INFO] - [E:251| 1400]: Train Loss:0.00093526, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:48:17,379 - wikidata12k_1n - [INFO] - [E:251| 1500]: Train Loss:0.00093522, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:49:20,341 - wikidata12k_1n - [INFO] - [E:251| 1600]: Train Loss:0.00093514, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:50:01,478 - wikidata12k_1n - [INFO] - [Epoch:251]: Training Loss:0.0009351 + +2023-05-10 07:50:01,694 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 07:50:23,035 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 07:50:35,391 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 07:50:56,891 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 07:51:09,126 - wikidata12k_1n - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.49695, Head : 0.36634, Avg : 0.43164 + +2023-05-10 07:51:09,126 - wikidata12k_1n - [INFO] - [Epoch 251]: Training Loss: 0.00093506, Valid MRR: 0.44036, + + + +2023-05-10 07:51:09,768 - wikidata12k_1n - [INFO] - [E:252| 0]: Train Loss:0.00091916, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:52:12,717 - wikidata12k_1n - [INFO] - [E:252| 100]: Train Loss:0.00093288, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:53:15,715 - wikidata12k_1n - [INFO] - [E:252| 200]: Train Loss:0.00093421, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:54:18,681 - wikidata12k_1n - [INFO] - [E:252| 300]: Train Loss:0.0009362, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:55:21,646 - wikidata12k_1n - [INFO] - [E:252| 400]: Train Loss:0.0009355, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:56:24,607 - wikidata12k_1n - [INFO] - [E:252| 500]: Train Loss:0.00093565, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:57:27,600 - wikidata12k_1n - [INFO] - [E:252| 600]: Train Loss:0.00093505, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:58:30,696 - wikidata12k_1n - [INFO] - [E:252| 700]: Train Loss:0.0009353, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:59:33,665 - wikidata12k_1n - [INFO] - [E:252| 800]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:00:36,686 - wikidata12k_1n - [INFO] - [E:252| 900]: Train Loss:0.00093547, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:01:39,616 - wikidata12k_1n - [INFO] - [E:252| 1000]: Train Loss:0.00093543, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:02:42,605 - wikidata12k_1n - [INFO] - [E:252| 1100]: Train Loss:0.0009352, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:03:45,515 - wikidata12k_1n - [INFO] - [E:252| 1200]: Train Loss:0.00093511, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:04:48,435 - wikidata12k_1n - [INFO] - [E:252| 1300]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:05:51,271 - wikidata12k_1n - [INFO] - [E:252| 1400]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:06:54,319 - wikidata12k_1n - [INFO] - [E:252| 1500]: Train Loss:0.00093483, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:07:57,193 - wikidata12k_1n - [INFO] - [E:252| 1600]: Train Loss:0.00093501, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:08:38,385 - wikidata12k_1n - [INFO] - [Epoch:252]: Training Loss:0.0009351 + +2023-05-10 08:08:38,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 08:08:59,947 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 08:09:12,306 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 08:09:33,835 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 08:09:46,082 - wikidata12k_1n - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.50462, Head : 0.34129, Avg : 0.42296 + +2023-05-10 08:09:46,082 - wikidata12k_1n - [INFO] - [Epoch 252]: Training Loss: 0.00093505, Valid MRR: 0.44036, + + + +2023-05-10 08:09:46,725 - wikidata12k_1n - [INFO] - [E:253| 0]: Train Loss:0.00092042, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:10:49,676 - wikidata12k_1n - [INFO] - [E:253| 100]: Train Loss:0.0009367, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:11:52,611 - wikidata12k_1n - [INFO] - [E:253| 200]: Train Loss:0.00093595, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:12:55,652 - wikidata12k_1n - [INFO] - [E:253| 300]: Train Loss:0.00093654, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:13:58,589 - wikidata12k_1n - [INFO] - [E:253| 400]: Train Loss:0.00093598, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:15:01,521 - wikidata12k_1n - [INFO] - [E:253| 500]: Train Loss:0.00093535, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:16:04,542 - wikidata12k_1n - [INFO] - [E:253| 600]: Train Loss:0.00093563, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:17:07,534 - wikidata12k_1n - [INFO] - [E:253| 700]: Train Loss:0.00093545, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:18:10,474 - wikidata12k_1n - [INFO] - [E:253| 800]: Train Loss:0.00093547, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:19:13,471 - wikidata12k_1n - [INFO] - [E:253| 900]: Train Loss:0.00093512, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:20:16,438 - wikidata12k_1n - [INFO] - [E:253| 1000]: Train Loss:0.00093511, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:21:19,409 - wikidata12k_1n - [INFO] - [E:253| 1100]: Train Loss:0.00093486, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:22:22,377 - wikidata12k_1n - [INFO] - [E:253| 1200]: Train Loss:0.00093488, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:23:25,329 - wikidata12k_1n - [INFO] - [E:253| 1300]: Train Loss:0.00093491, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:24:28,304 - wikidata12k_1n - [INFO] - [E:253| 1400]: Train Loss:0.00093493, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:25:31,180 - wikidata12k_1n - [INFO] - [E:253| 1500]: Train Loss:0.00093464, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:26:34,143 - wikidata12k_1n - [INFO] - [E:253| 1600]: Train Loss:0.00093459, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:27:15,254 - wikidata12k_1n - [INFO] - [Epoch:253]: Training Loss:0.0009345 + +2023-05-10 08:27:15,472 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 08:27:36,798 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 08:27:49,145 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 08:28:10,639 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 08:28:22,883 - wikidata12k_1n - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.50114, Head : 0.32097, Avg : 0.41106 + +2023-05-10 08:28:22,883 - wikidata12k_1n - [INFO] - [Epoch 253]: Training Loss: 0.0009345, Valid MRR: 0.44036, + + + +2023-05-10 08:28:23,527 - wikidata12k_1n - [INFO] - [E:254| 0]: Train Loss:0.00092457, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:29:26,467 - wikidata12k_1n - [INFO] - [E:254| 100]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:30:29,381 - wikidata12k_1n - [INFO] - [E:254| 200]: Train Loss:0.00093597, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:31:32,311 - wikidata12k_1n - [INFO] - [E:254| 300]: Train Loss:0.00093527, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:32:35,229 - wikidata12k_1n - [INFO] - [E:254| 400]: Train Loss:0.00093526, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:33:38,198 - wikidata12k_1n - [INFO] - [E:254| 500]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:34:41,136 - wikidata12k_1n - [INFO] - [E:254| 600]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:35:44,138 - wikidata12k_1n - [INFO] - [E:254| 700]: Train Loss:0.00093533, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:36:47,038 - wikidata12k_1n - [INFO] - [E:254| 800]: Train Loss:0.00093474, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:37:50,069 - wikidata12k_1n - [INFO] - [E:254| 900]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:38:52,994 - wikidata12k_1n - [INFO] - [E:254| 1000]: Train Loss:0.00093515, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:39:55,913 - wikidata12k_1n - [INFO] - [E:254| 1100]: Train Loss:0.00093533, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:40:58,918 - wikidata12k_1n - [INFO] - [E:254| 1200]: Train Loss:0.00093523, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:42:02,013 - wikidata12k_1n - [INFO] - [E:254| 1300]: Train Loss:0.00093496, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:43:05,010 - wikidata12k_1n - [INFO] - [E:254| 1400]: Train Loss:0.00093479, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:44:08,008 - wikidata12k_1n - [INFO] - [E:254| 1500]: Train Loss:0.00093477, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:45:10,953 - wikidata12k_1n - [INFO] - [E:254| 1600]: Train Loss:0.00093467, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:45:52,092 - wikidata12k_1n - [INFO] - [Epoch:254]: Training Loss:0.0009347 + +2023-05-10 08:45:52,309 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 08:46:13,634 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 08:46:25,983 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 08:46:47,478 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 08:46:59,704 - wikidata12k_1n - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.4943, Head : 0.3092, Avg : 0.40175 + +2023-05-10 08:46:59,704 - wikidata12k_1n - [INFO] - [Epoch 254]: Training Loss: 0.00093467, Valid MRR: 0.44036, + + + +2023-05-10 08:47:00,352 - wikidata12k_1n - [INFO] - [E:255| 0]: Train Loss:0.00093036, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:48:03,268 - wikidata12k_1n - [INFO] - [E:255| 100]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:49:06,188 - wikidata12k_1n - [INFO] - [E:255| 200]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:50:09,098 - wikidata12k_1n - [INFO] - [E:255| 300]: Train Loss:0.00093276, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:51:12,090 - wikidata12k_1n - [INFO] - [E:255| 400]: Train Loss:0.00093296, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:52:14,989 - wikidata12k_1n - [INFO] - [E:255| 500]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:53:17,937 - wikidata12k_1n - [INFO] - [E:255| 600]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:54:20,900 - wikidata12k_1n - [INFO] - [E:255| 700]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:55:23,885 - wikidata12k_1n - [INFO] - [E:255| 800]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:56:26,806 - wikidata12k_1n - [INFO] - [E:255| 900]: Train Loss:0.00093369, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:57:29,775 - wikidata12k_1n - [INFO] - [E:255| 1000]: Train Loss:0.00093367, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:58:32,684 - wikidata12k_1n - [INFO] - [E:255| 1100]: Train Loss:0.00093402, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:59:35,632 - wikidata12k_1n - [INFO] - [E:255| 1200]: Train Loss:0.000934, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:00:39,042 - wikidata12k_1n - [INFO] - [E:255| 1300]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:01:43,240 - wikidata12k_1n - [INFO] - [E:255| 1400]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:02:47,567 - wikidata12k_1n - [INFO] - [E:255| 1500]: Train Loss:0.00093449, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:03:51,142 - wikidata12k_1n - [INFO] - [E:255| 1600]: Train Loss:0.00093445, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:04:32,296 - wikidata12k_1n - [INFO] - [Epoch:255]: Training Loss:0.0009344 + +2023-05-10 09:04:32,512 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 09:04:53,843 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 09:05:06,192 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 09:05:27,701 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 09:05:39,928 - wikidata12k_1n - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.49664, Head : 0.36276, Avg : 0.4297 + +2023-05-10 09:05:39,928 - wikidata12k_1n - [INFO] - [Epoch 255]: Training Loss: 0.00093437, Valid MRR: 0.44036, + + + +2023-05-10 09:05:40,570 - wikidata12k_1n - [INFO] - [E:256| 0]: Train Loss:0.00099016, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:06:43,473 - wikidata12k_1n - [INFO] - [E:256| 100]: Train Loss:0.00093345, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:07:46,416 - wikidata12k_1n - [INFO] - [E:256| 200]: Train Loss:0.00093332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:08:49,428 - wikidata12k_1n - [INFO] - [E:256| 300]: Train Loss:0.00093431, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:09:52,374 - wikidata12k_1n - [INFO] - [E:256| 400]: Train Loss:0.00093573, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:10:55,344 - wikidata12k_1n - [INFO] - [E:256| 500]: Train Loss:0.00093621, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:11:58,306 - wikidata12k_1n - [INFO] - [E:256| 600]: Train Loss:0.00093537, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:13:01,286 - wikidata12k_1n - [INFO] - [E:256| 700]: Train Loss:0.00093472, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:14:04,258 - wikidata12k_1n - [INFO] - [E:256| 800]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:15:07,634 - wikidata12k_1n - [INFO] - [E:256| 900]: Train Loss:0.00093479, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:16:11,985 - wikidata12k_1n - [INFO] - [E:256| 1000]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:17:16,389 - wikidata12k_1n - [INFO] - [E:256| 1100]: Train Loss:0.00093474, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:18:20,519 - wikidata12k_1n - [INFO] - [E:256| 1200]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:19:23,428 - wikidata12k_1n - [INFO] - [E:256| 1300]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:20:26,355 - wikidata12k_1n - [INFO] - [E:256| 1400]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:21:29,770 - wikidata12k_1n - [INFO] - [E:256| 1500]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:22:32,820 - wikidata12k_1n - [INFO] - [E:256| 1600]: Train Loss:0.00093445, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:23:13,966 - wikidata12k_1n - [INFO] - [Epoch:256]: Training Loss:0.0009345 + +2023-05-10 09:23:14,184 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 09:23:35,519 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 09:23:47,869 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 09:24:09,360 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 09:24:21,600 - wikidata12k_1n - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.49641, Head : 0.33073, Avg : 0.41357 + +2023-05-10 09:24:21,600 - wikidata12k_1n - [INFO] - [Epoch 256]: Training Loss: 0.00093451, Valid MRR: 0.44036, + + + +2023-05-10 09:24:22,245 - wikidata12k_1n - [INFO] - [E:257| 0]: Train Loss:0.0009248, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:25:25,176 - wikidata12k_1n - [INFO] - [E:257| 100]: Train Loss:0.00093439, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:26:28,099 - wikidata12k_1n - [INFO] - [E:257| 200]: Train Loss:0.00093401, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:27:31,011 - wikidata12k_1n - [INFO] - [E:257| 300]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:28:33,905 - wikidata12k_1n - [INFO] - [E:257| 400]: Train Loss:0.00093366, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:29:36,778 - wikidata12k_1n - [INFO] - [E:257| 500]: Train Loss:0.00093342, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:30:39,662 - wikidata12k_1n - [INFO] - [E:257| 600]: Train Loss:0.00093391, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:31:42,550 - wikidata12k_1n - [INFO] - [E:257| 700]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:32:45,493 - wikidata12k_1n - [INFO] - [E:257| 800]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:33:48,501 - wikidata12k_1n - [INFO] - [E:257| 900]: Train Loss:0.00093434, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:34:51,475 - wikidata12k_1n - [INFO] - [E:257| 1000]: Train Loss:0.00093425, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:35:54,429 - wikidata12k_1n - [INFO] - [E:257| 1100]: Train Loss:0.00093418, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:36:57,289 - wikidata12k_1n - [INFO] - [E:257| 1200]: Train Loss:0.0009346, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:38:00,184 - wikidata12k_1n - [INFO] - [E:257| 1300]: Train Loss:0.00093471, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:39:03,158 - wikidata12k_1n - [INFO] - [E:257| 1400]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:40:06,080 - wikidata12k_1n - [INFO] - [E:257| 1500]: Train Loss:0.00093427, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:41:08,953 - wikidata12k_1n - [INFO] - [E:257| 1600]: Train Loss:0.00093435, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:41:49,996 - wikidata12k_1n - [INFO] - [Epoch:257]: Training Loss:0.0009343 + +2023-05-10 09:41:50,213 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 09:42:11,526 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 09:42:23,867 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 09:42:45,356 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 09:42:57,577 - wikidata12k_1n - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.4972, Head : 0.37134, Avg : 0.43427 + +2023-05-10 09:42:57,577 - wikidata12k_1n - [INFO] - [Epoch 257]: Training Loss: 0.00093426, Valid MRR: 0.44036, + + + +2023-05-10 09:42:58,221 - wikidata12k_1n - [INFO] - [E:258| 0]: Train Loss:0.00092923, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:44:01,084 - wikidata12k_1n - [INFO] - [E:258| 100]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:45:04,119 - wikidata12k_1n - [INFO] - [E:258| 200]: Train Loss:0.00093238, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:46:06,998 - wikidata12k_1n - [INFO] - [E:258| 300]: Train Loss:0.00093433, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:47:09,953 - wikidata12k_1n - [INFO] - [E:258| 400]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:48:12,929 - wikidata12k_1n - [INFO] - [E:258| 500]: Train Loss:0.000934, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:49:15,833 - wikidata12k_1n - [INFO] - [E:258| 600]: Train Loss:0.00093358, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:50:19,992 - wikidata12k_1n - [INFO] - [E:258| 700]: Train Loss:0.00093401, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:51:24,238 - wikidata12k_1n - [INFO] - [E:258| 800]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:52:28,629 - wikidata12k_1n - [INFO] - [E:258| 900]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:53:31,783 - wikidata12k_1n - [INFO] - [E:258| 1000]: Train Loss:0.00093382, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:54:34,714 - wikidata12k_1n - [INFO] - [E:258| 1100]: Train Loss:0.0009338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:55:37,956 - wikidata12k_1n - [INFO] - [E:258| 1200]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:56:42,140 - wikidata12k_1n - [INFO] - [E:258| 1300]: Train Loss:0.00093381, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:57:45,530 - wikidata12k_1n - [INFO] - [E:258| 1400]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:58:48,495 - wikidata12k_1n - [INFO] - [E:258| 1500]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:59:51,463 - wikidata12k_1n - [INFO] - [E:258| 1600]: Train Loss:0.00093416, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:00:32,582 - wikidata12k_1n - [INFO] - [Epoch:258]: Training Loss:0.0009342 + +2023-05-10 10:00:32,798 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 10:00:54,099 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 10:01:06,433 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 10:01:27,942 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 10:01:40,168 - wikidata12k_1n - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.49645, Head : 0.36294, Avg : 0.42969 + +2023-05-10 10:01:40,168 - wikidata12k_1n - [INFO] - [Epoch 258]: Training Loss: 0.00093424, Valid MRR: 0.44036, + + + +2023-05-10 10:01:40,818 - wikidata12k_1n - [INFO] - [E:259| 0]: Train Loss:0.00093815, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:02:43,828 - wikidata12k_1n - [INFO] - [E:259| 100]: Train Loss:0.000933, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:03:46,740 - wikidata12k_1n - [INFO] - [E:259| 200]: Train Loss:0.00093265, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:04:49,694 - wikidata12k_1n - [INFO] - [E:259| 300]: Train Loss:0.0009325, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:05:52,689 - wikidata12k_1n - [INFO] - [E:259| 400]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:06:55,672 - wikidata12k_1n - [INFO] - [E:259| 500]: Train Loss:0.00093363, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:07:58,628 - wikidata12k_1n - [INFO] - [E:259| 600]: Train Loss:0.00093334, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:09:01,540 - wikidata12k_1n - [INFO] - [E:259| 700]: Train Loss:0.0009334, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:10:04,360 - wikidata12k_1n - [INFO] - [E:259| 800]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:11:07,410 - wikidata12k_1n - [INFO] - [E:259| 900]: Train Loss:0.0009334, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:12:10,394 - wikidata12k_1n - [INFO] - [E:259| 1000]: Train Loss:0.0009337, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:13:13,387 - wikidata12k_1n - [INFO] - [E:259| 1100]: Train Loss:0.00093391, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:14:16,359 - wikidata12k_1n - [INFO] - [E:259| 1200]: Train Loss:0.00093411, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:15:19,297 - wikidata12k_1n - [INFO] - [E:259| 1300]: Train Loss:0.00093409, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:16:22,242 - wikidata12k_1n - [INFO] - [E:259| 1400]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:17:25,196 - wikidata12k_1n - [INFO] - [E:259| 1500]: Train Loss:0.00093412, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:18:28,135 - wikidata12k_1n - [INFO] - [E:259| 1600]: Train Loss:0.00093404, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:19:09,266 - wikidata12k_1n - [INFO] - [Epoch:259]: Training Loss:0.000934 + +2023-05-10 10:19:09,482 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 10:19:30,805 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 10:19:43,131 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 10:20:04,575 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 10:20:16,790 - wikidata12k_1n - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.5062, Head : 0.34036, Avg : 0.42328 + MR: Tail : 808.14, Head : 907.72, Avg : 857.93 + Hit-1: Tail : 0.4231, Head : 0.22857, Avg : 0.32584 + Hit-3: Tail : 0.55542, Head : 0.39875, Avg : 0.47709 + Hit-10: Tail : 0.6583, Head : 0.55542, Avg : 0.60686 +2023-05-10 10:20:16,790 - wikidata12k_1n - [INFO] - [Epoch 259]: Training Loss: 0.00093398, Valid MRR: 0.44036, + + + +2023-05-10 10:20:17,436 - wikidata12k_1n - [INFO] - [E:260| 0]: Train Loss:0.00092712, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:21:20,223 - wikidata12k_1n - [INFO] - [E:260| 100]: Train Loss:0.00093297, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:22:23,046 - wikidata12k_1n - [INFO] - [E:260| 200]: Train Loss:0.00093181, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:23:25,834 - wikidata12k_1n - [INFO] - [E:260| 300]: Train Loss:0.000931, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:24:28,675 - wikidata12k_1n - [INFO] - [E:260| 400]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:25:31,550 - wikidata12k_1n - [INFO] - [E:260| 500]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:26:34,495 - wikidata12k_1n - [INFO] - [E:260| 600]: Train Loss:0.00093239, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:27:37,398 - wikidata12k_1n - [INFO] - [E:260| 700]: Train Loss:0.00093285, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:28:40,325 - wikidata12k_1n - [INFO] - [E:260| 800]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:29:43,220 - wikidata12k_1n - [INFO] - [E:260| 900]: Train Loss:0.00093276, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:30:46,149 - wikidata12k_1n - [INFO] - [E:260| 1000]: Train Loss:0.00093314, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:31:49,110 - wikidata12k_1n - [INFO] - [E:260| 1100]: Train Loss:0.00093356, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:32:52,033 - wikidata12k_1n - [INFO] - [E:260| 1200]: Train Loss:0.00093382, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:33:54,953 - wikidata12k_1n - [INFO] - [E:260| 1300]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:34:57,795 - wikidata12k_1n - [INFO] - [E:260| 1400]: Train Loss:0.00093376, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:36:00,614 - wikidata12k_1n - [INFO] - [E:260| 1500]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:37:03,612 - wikidata12k_1n - [INFO] - [E:260| 1600]: Train Loss:0.00093396, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:37:44,734 - wikidata12k_1n - [INFO] - [Epoch:260]: Training Loss:0.0009339 + +2023-05-10 10:37:44,949 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 10:38:06,260 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 10:38:18,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 10:38:40,072 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 10:38:52,283 - wikidata12k_1n - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.50118, Head : 0.34956, Avg : 0.42537 + +2023-05-10 10:38:52,283 - wikidata12k_1n - [INFO] - [Epoch 260]: Training Loss: 0.00093387, Valid MRR: 0.44036, + + + +2023-05-10 10:38:52,924 - wikidata12k_1n - [INFO] - [E:261| 0]: Train Loss:0.00092467, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:39:55,828 - wikidata12k_1n - [INFO] - [E:261| 100]: Train Loss:0.00093235, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:40:58,600 - wikidata12k_1n - [INFO] - [E:261| 200]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:42:01,413 - wikidata12k_1n - [INFO] - [E:261| 300]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:43:04,263 - wikidata12k_1n - [INFO] - [E:261| 400]: Train Loss:0.00093347, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:44:07,192 - wikidata12k_1n - [INFO] - [E:261| 500]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:45:10,146 - wikidata12k_1n - [INFO] - [E:261| 600]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:46:13,097 - wikidata12k_1n - [INFO] - [E:261| 700]: Train Loss:0.00093287, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:47:15,987 - wikidata12k_1n - [INFO] - [E:261| 800]: Train Loss:0.00093302, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:48:18,850 - wikidata12k_1n - [INFO] - [E:261| 900]: Train Loss:0.00093337, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:49:21,655 - wikidata12k_1n - [INFO] - [E:261| 1000]: Train Loss:0.00093317, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:50:24,461 - wikidata12k_1n - [INFO] - [E:261| 1100]: Train Loss:0.00093324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:51:27,301 - wikidata12k_1n - [INFO] - [E:261| 1200]: Train Loss:0.00093339, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:52:30,202 - wikidata12k_1n - [INFO] - [E:261| 1300]: Train Loss:0.00093354, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:53:33,149 - wikidata12k_1n - [INFO] - [E:261| 1400]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:54:36,071 - wikidata12k_1n - [INFO] - [E:261| 1500]: Train Loss:0.00093375, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:55:38,954 - wikidata12k_1n - [INFO] - [E:261| 1600]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:56:20,012 - wikidata12k_1n - [INFO] - [Epoch:261]: Training Loss:0.0009339 + +2023-05-10 10:56:20,227 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 10:56:41,520 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 10:56:53,849 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 10:57:15,332 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 10:57:27,546 - wikidata12k_1n - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.49525, Head : 0.34072, Avg : 0.41799 + +2023-05-10 10:57:27,547 - wikidata12k_1n - [INFO] - [Epoch 261]: Training Loss: 0.00093394, Valid MRR: 0.44036, + + + +2023-05-10 10:57:28,190 - wikidata12k_1n - [INFO] - [E:262| 0]: Train Loss:0.00094535, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:58:31,055 - wikidata12k_1n - [INFO] - [E:262| 100]: Train Loss:0.00093637, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:59:33,831 - wikidata12k_1n - [INFO] - [E:262| 200]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:00:36,682 - wikidata12k_1n - [INFO] - [E:262| 300]: Train Loss:0.00093378, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:01:39,592 - wikidata12k_1n - [INFO] - [E:262| 400]: Train Loss:0.00093379, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:02:42,426 - wikidata12k_1n - [INFO] - [E:262| 500]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:03:45,378 - wikidata12k_1n - [INFO] - [E:262| 600]: Train Loss:0.00093326, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:04:48,286 - wikidata12k_1n - [INFO] - [E:262| 700]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:05:51,232 - wikidata12k_1n - [INFO] - [E:262| 800]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:06:54,186 - wikidata12k_1n - [INFO] - [E:262| 900]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:07:57,080 - wikidata12k_1n - [INFO] - [E:262| 1000]: Train Loss:0.0009332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:08:59,900 - wikidata12k_1n - [INFO] - [E:262| 1100]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:10:02,696 - wikidata12k_1n - [INFO] - [E:262| 1200]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:11:05,556 - wikidata12k_1n - [INFO] - [E:262| 1300]: Train Loss:0.00093306, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:12:08,520 - wikidata12k_1n - [INFO] - [E:262| 1400]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:13:11,395 - wikidata12k_1n - [INFO] - [E:262| 1500]: Train Loss:0.00093301, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:14:14,201 - wikidata12k_1n - [INFO] - [E:262| 1600]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:14:55,282 - wikidata12k_1n - [INFO] - [Epoch:262]: Training Loss:0.0009337 + +2023-05-10 11:14:55,498 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 11:15:16,776 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 11:15:29,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 11:15:50,535 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 11:16:02,742 - wikidata12k_1n - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.49903, Head : 0.37429, Avg : 0.43666 + +2023-05-10 11:16:02,743 - wikidata12k_1n - [INFO] - [Epoch 262]: Training Loss: 0.00093368, Valid MRR: 0.44036, + + + +2023-05-10 11:16:03,387 - wikidata12k_1n - [INFO] - [E:263| 0]: Train Loss:0.00095827, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:17:06,305 - wikidata12k_1n - [INFO] - [E:263| 100]: Train Loss:0.00093139, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:18:09,101 - wikidata12k_1n - [INFO] - [E:263| 200]: Train Loss:0.00093364, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:19:11,920 - wikidata12k_1n - [INFO] - [E:263| 300]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:20:14,744 - wikidata12k_1n - [INFO] - [E:263| 400]: Train Loss:0.00093316, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:21:17,584 - wikidata12k_1n - [INFO] - [E:263| 500]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:22:20,469 - wikidata12k_1n - [INFO] - [E:263| 600]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:23:23,370 - wikidata12k_1n - [INFO] - [E:263| 700]: Train Loss:0.00093301, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:24:26,243 - wikidata12k_1n - [INFO] - [E:263| 800]: Train Loss:0.00093296, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:25:29,146 - wikidata12k_1n - [INFO] - [E:263| 900]: Train Loss:0.00093309, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:26:32,075 - wikidata12k_1n - [INFO] - [E:263| 1000]: Train Loss:0.00093294, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:27:35,004 - wikidata12k_1n - [INFO] - [E:263| 1100]: Train Loss:0.00093324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:28:37,902 - wikidata12k_1n - [INFO] - [E:263| 1200]: Train Loss:0.00093318, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:29:40,878 - wikidata12k_1n - [INFO] - [E:263| 1300]: Train Loss:0.00093332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:30:43,798 - wikidata12k_1n - [INFO] - [E:263| 1400]: Train Loss:0.00093336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:31:46,740 - wikidata12k_1n - [INFO] - [E:263| 1500]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:32:49,698 - wikidata12k_1n - [INFO] - [E:263| 1600]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:33:30,817 - wikidata12k_1n - [INFO] - [Epoch:263]: Training Loss:0.0009335 + +2023-05-10 11:33:31,033 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 11:33:52,379 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 11:34:04,758 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 11:34:26,305 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 11:34:38,552 - wikidata12k_1n - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.50103, Head : 0.36998, Avg : 0.4355 + +2023-05-10 11:34:38,552 - wikidata12k_1n - [INFO] - [Epoch 263]: Training Loss: 0.00093346, Valid MRR: 0.44036, + + + +2023-05-10 11:34:39,196 - wikidata12k_1n - [INFO] - [E:264| 0]: Train Loss:0.00091634, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:35:42,165 - wikidata12k_1n - [INFO] - [E:264| 100]: Train Loss:0.00093232, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:36:45,111 - wikidata12k_1n - [INFO] - [E:264| 200]: Train Loss:0.00093205, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:37:48,062 - wikidata12k_1n - [INFO] - [E:264| 300]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:38:51,069 - wikidata12k_1n - [INFO] - [E:264| 400]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:39:54,038 - wikidata12k_1n - [INFO] - [E:264| 500]: Train Loss:0.00093293, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:40:56,915 - wikidata12k_1n - [INFO] - [E:264| 600]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:41:59,984 - wikidata12k_1n - [INFO] - [E:264| 700]: Train Loss:0.00093335, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:43:02,951 - wikidata12k_1n - [INFO] - [E:264| 800]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:44:05,889 - wikidata12k_1n - [INFO] - [E:264| 900]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:45:08,786 - wikidata12k_1n - [INFO] - [E:264| 1000]: Train Loss:0.00093313, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:46:11,685 - wikidata12k_1n - [INFO] - [E:264| 1100]: Train Loss:0.00093307, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:47:14,761 - wikidata12k_1n - [INFO] - [E:264| 1200]: Train Loss:0.00093335, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:48:17,652 - wikidata12k_1n - [INFO] - [E:264| 1300]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:49:20,579 - wikidata12k_1n - [INFO] - [E:264| 1400]: Train Loss:0.0009338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:50:23,509 - wikidata12k_1n - [INFO] - [E:264| 1500]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:51:26,476 - wikidata12k_1n - [INFO] - [E:264| 1600]: Train Loss:0.00093377, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:52:07,623 - wikidata12k_1n - [INFO] - [Epoch:264]: Training Loss:0.0009337 + +2023-05-10 11:52:07,840 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 11:52:29,158 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 11:52:41,502 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 11:53:03,003 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 11:53:15,239 - wikidata12k_1n - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.49919, Head : 0.37296, Avg : 0.43608 + +2023-05-10 11:53:15,239 - wikidata12k_1n - [INFO] - [Epoch 264]: Training Loss: 0.0009337, Valid MRR: 0.44036, + + + +2023-05-10 11:53:15,884 - wikidata12k_1n - [INFO] - [E:265| 0]: Train Loss:0.0009463, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:54:18,754 - wikidata12k_1n - [INFO] - [E:265| 100]: Train Loss:0.00093658, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:55:21,666 - wikidata12k_1n - [INFO] - [E:265| 200]: Train Loss:0.00093498, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:56:24,694 - wikidata12k_1n - [INFO] - [E:265| 300]: Train Loss:0.00093314, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:57:27,668 - wikidata12k_1n - [INFO] - [E:265| 400]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:58:30,664 - wikidata12k_1n - [INFO] - [E:265| 500]: Train Loss:0.00093349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:59:33,614 - wikidata12k_1n - [INFO] - [E:265| 600]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:00:36,554 - wikidata12k_1n - [INFO] - [E:265| 700]: Train Loss:0.00093344, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:01:39,510 - wikidata12k_1n - [INFO] - [E:265| 800]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:02:42,418 - wikidata12k_1n - [INFO] - [E:265| 900]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:03:45,274 - wikidata12k_1n - [INFO] - [E:265| 1000]: Train Loss:0.00093385, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:04:48,163 - wikidata12k_1n - [INFO] - [E:265| 1100]: Train Loss:0.00093388, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:05:51,140 - wikidata12k_1n - [INFO] - [E:265| 1200]: Train Loss:0.00093356, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:06:54,060 - wikidata12k_1n - [INFO] - [E:265| 1300]: Train Loss:0.00093348, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:07:56,959 - wikidata12k_1n - [INFO] - [E:265| 1400]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:08:59,944 - wikidata12k_1n - [INFO] - [E:265| 1500]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:10:02,877 - wikidata12k_1n - [INFO] - [E:265| 1600]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:10:44,022 - wikidata12k_1n - [INFO] - [Epoch:265]: Training Loss:0.0009337 + +2023-05-10 12:10:44,238 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 12:11:05,585 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 12:11:17,941 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 12:11:39,443 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 12:11:51,675 - wikidata12k_1n - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.49849, Head : 0.30842, Avg : 0.40346 + +2023-05-10 12:11:51,675 - wikidata12k_1n - [INFO] - [Epoch 265]: Training Loss: 0.00093369, Valid MRR: 0.44036, + + + +2023-05-10 12:11:52,318 - wikidata12k_1n - [INFO] - [E:266| 0]: Train Loss:0.0009274, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:12:55,292 - wikidata12k_1n - [INFO] - [E:266| 100]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:13:58,387 - wikidata12k_1n - [INFO] - [E:266| 200]: Train Loss:0.00093311, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:15:01,322 - wikidata12k_1n - [INFO] - [E:266| 300]: Train Loss:0.00093371, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:16:04,213 - wikidata12k_1n - [INFO] - [E:266| 400]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:17:07,119 - wikidata12k_1n - [INFO] - [E:266| 500]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:18:09,975 - wikidata12k_1n - [INFO] - [E:266| 600]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:19:12,867 - wikidata12k_1n - [INFO] - [E:266| 700]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:20:15,854 - wikidata12k_1n - [INFO] - [E:266| 800]: Train Loss:0.00093394, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:21:18,777 - wikidata12k_1n - [INFO] - [E:266| 900]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:22:21,820 - wikidata12k_1n - [INFO] - [E:266| 1000]: Train Loss:0.00093391, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:23:24,727 - wikidata12k_1n - [INFO] - [E:266| 1100]: Train Loss:0.000934, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:24:27,599 - wikidata12k_1n - [INFO] - [E:266| 1200]: Train Loss:0.00093362, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:25:30,502 - wikidata12k_1n - [INFO] - [E:266| 1300]: Train Loss:0.00093366, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:26:33,491 - wikidata12k_1n - [INFO] - [E:266| 1400]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:27:36,470 - wikidata12k_1n - [INFO] - [E:266| 1500]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:28:39,465 - wikidata12k_1n - [INFO] - [E:266| 1600]: Train Loss:0.00093367, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:29:20,592 - wikidata12k_1n - [INFO] - [Epoch:266]: Training Loss:0.0009335 + +2023-05-10 12:29:20,809 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 12:29:42,158 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 12:29:54,519 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 12:30:16,058 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 12:30:28,304 - wikidata12k_1n - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.50063, Head : 0.36933, Avg : 0.43498 + +2023-05-10 12:30:28,304 - wikidata12k_1n - [INFO] - [Epoch 266]: Training Loss: 0.00093353, Valid MRR: 0.44036, + + + +2023-05-10 12:30:28,950 - wikidata12k_1n - [INFO] - [E:267| 0]: Train Loss:0.00092134, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:31:31,989 - wikidata12k_1n - [INFO] - [E:267| 100]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:32:34,982 - wikidata12k_1n - [INFO] - [E:267| 200]: Train Loss:0.00093244, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:33:37,879 - wikidata12k_1n - [INFO] - [E:267| 300]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:34:40,786 - wikidata12k_1n - [INFO] - [E:267| 400]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:35:43,741 - wikidata12k_1n - [INFO] - [E:267| 500]: Train Loss:0.00093154, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:36:46,643 - wikidata12k_1n - [INFO] - [E:267| 600]: Train Loss:0.00093239, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:37:49,608 - wikidata12k_1n - [INFO] - [E:267| 700]: Train Loss:0.00093256, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:38:52,601 - wikidata12k_1n - [INFO] - [E:267| 800]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:39:55,517 - wikidata12k_1n - [INFO] - [E:267| 900]: Train Loss:0.0009331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:40:58,492 - wikidata12k_1n - [INFO] - [E:267| 1000]: Train Loss:0.00093285, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:42:01,452 - wikidata12k_1n - [INFO] - [E:267| 1100]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:43:04,419 - wikidata12k_1n - [INFO] - [E:267| 1200]: Train Loss:0.00093344, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:44:07,267 - wikidata12k_1n - [INFO] - [E:267| 1300]: Train Loss:0.00093332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:45:10,138 - wikidata12k_1n - [INFO] - [E:267| 1400]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:46:13,079 - wikidata12k_1n - [INFO] - [E:267| 1500]: Train Loss:0.0009332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:47:15,906 - wikidata12k_1n - [INFO] - [E:267| 1600]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:47:56,991 - wikidata12k_1n - [INFO] - [Epoch:267]: Training Loss:0.0009335 + +2023-05-10 12:47:57,208 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 12:48:18,506 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 12:48:30,869 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 12:48:52,406 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 12:49:04,652 - wikidata12k_1n - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.50157, Head : 0.32397, Avg : 0.41277 + +2023-05-10 12:49:04,652 - wikidata12k_1n - [INFO] - [Epoch 267]: Training Loss: 0.00093351, Valid MRR: 0.44036, + + + +2023-05-10 12:49:05,297 - wikidata12k_1n - [INFO] - [E:268| 0]: Train Loss:0.00095021, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:50:08,133 - wikidata12k_1n - [INFO] - [E:268| 100]: Train Loss:0.00093284, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:51:11,025 - wikidata12k_1n - [INFO] - [E:268| 200]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:52:13,906 - wikidata12k_1n - [INFO] - [E:268| 300]: Train Loss:0.0009325, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:53:16,717 - wikidata12k_1n - [INFO] - [E:268| 400]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:54:19,562 - wikidata12k_1n - [INFO] - [E:268| 500]: Train Loss:0.00093274, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:55:22,441 - wikidata12k_1n - [INFO] - [E:268| 600]: Train Loss:0.00093331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:56:25,288 - wikidata12k_1n - [INFO] - [E:268| 700]: Train Loss:0.00093319, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:57:28,270 - wikidata12k_1n - [INFO] - [E:268| 800]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:58:31,227 - wikidata12k_1n - [INFO] - [E:268| 900]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:59:34,145 - wikidata12k_1n - [INFO] - [E:268| 1000]: Train Loss:0.00093274, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:00:37,127 - wikidata12k_1n - [INFO] - [E:268| 1100]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:01:40,039 - wikidata12k_1n - [INFO] - [E:268| 1200]: Train Loss:0.00093277, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:02:42,997 - wikidata12k_1n - [INFO] - [E:268| 1300]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:03:45,947 - wikidata12k_1n - [INFO] - [E:268| 1400]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:04:48,889 - wikidata12k_1n - [INFO] - [E:268| 1500]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:05:51,817 - wikidata12k_1n - [INFO] - [E:268| 1600]: Train Loss:0.00093312, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:06:33,082 - wikidata12k_1n - [INFO] - [Epoch:268]: Training Loss:0.0009331 + +2023-05-10 13:06:33,297 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 13:06:54,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 13:07:06,995 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 13:07:28,483 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 13:07:40,709 - wikidata12k_1n - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.50253, Head : 0.37168, Avg : 0.4371 + +2023-05-10 13:07:40,709 - wikidata12k_1n - [INFO] - [Epoch 268]: Training Loss: 0.00093311, Valid MRR: 0.44036, + + + +2023-05-10 13:07:41,351 - wikidata12k_1n - [INFO] - [E:269| 0]: Train Loss:0.00093331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:08:44,295 - wikidata12k_1n - [INFO] - [E:269| 100]: Train Loss:0.00093483, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:09:47,172 - wikidata12k_1n - [INFO] - [E:269| 200]: Train Loss:0.00093262, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:10:50,072 - wikidata12k_1n - [INFO] - [E:269| 300]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:11:52,938 - wikidata12k_1n - [INFO] - [E:269| 400]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:12:55,828 - wikidata12k_1n - [INFO] - [E:269| 500]: Train Loss:0.00093277, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:13:58,808 - wikidata12k_1n - [INFO] - [E:269| 600]: Train Loss:0.00093299, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:15:01,810 - wikidata12k_1n - [INFO] - [E:269| 700]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:16:04,637 - wikidata12k_1n - [INFO] - [E:269| 800]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:17:07,525 - wikidata12k_1n - [INFO] - [E:269| 900]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:18:10,423 - wikidata12k_1n - [INFO] - [E:269| 1000]: Train Loss:0.00093318, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:19:13,352 - wikidata12k_1n - [INFO] - [E:269| 1100]: Train Loss:0.00093339, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:20:16,237 - wikidata12k_1n - [INFO] - [E:269| 1200]: Train Loss:0.00093305, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:21:19,192 - wikidata12k_1n - [INFO] - [E:269| 1300]: Train Loss:0.0009331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:22:22,160 - wikidata12k_1n - [INFO] - [E:269| 1400]: Train Loss:0.00093298, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:23:25,069 - wikidata12k_1n - [INFO] - [E:269| 1500]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:24:28,008 - wikidata12k_1n - [INFO] - [E:269| 1600]: Train Loss:0.00093303, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:25:09,081 - wikidata12k_1n - [INFO] - [Epoch:269]: Training Loss:0.0009331 + +2023-05-10 13:25:09,298 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 13:25:30,605 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 13:25:42,943 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 13:26:04,440 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 13:26:16,658 - wikidata12k_1n - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.50491, Head : 0.35495, Avg : 0.42993 + MR: Tail : 785.92, Head : 923.2, Avg : 854.56 + Hit-1: Tail : 0.42389, Head : 0.2552, Avg : 0.33954 + Hit-3: Tail : 0.55092, Head : 0.41182, Avg : 0.48137 + Hit-10: Tail : 0.65717, Head : 0.54276, Avg : 0.59996 +2023-05-10 13:26:16,658 - wikidata12k_1n - [INFO] - [Epoch 269]: Training Loss: 0.00093308, Valid MRR: 0.44036, + + + +2023-05-10 13:26:17,302 - wikidata12k_1n - [INFO] - [E:270| 0]: Train Loss:0.00093144, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:27:20,221 - wikidata12k_1n - [INFO] - [E:270| 100]: Train Loss:0.0009315, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:28:23,187 - wikidata12k_1n - [INFO] - [E:270| 200]: Train Loss:0.00093206, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:29:26,087 - wikidata12k_1n - [INFO] - [E:270| 300]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:30:29,018 - wikidata12k_1n - [INFO] - [E:270| 400]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:31:31,974 - wikidata12k_1n - [INFO] - [E:270| 500]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:32:34,930 - wikidata12k_1n - [INFO] - [E:270| 600]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:33:37,835 - wikidata12k_1n - [INFO] - [E:270| 700]: Train Loss:0.00093326, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:34:40,748 - wikidata12k_1n - [INFO] - [E:270| 800]: Train Loss:0.00093319, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:35:43,653 - wikidata12k_1n - [INFO] - [E:270| 900]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:36:46,532 - wikidata12k_1n - [INFO] - [E:270| 1000]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:37:49,481 - wikidata12k_1n - [INFO] - [E:270| 1100]: Train Loss:0.00093293, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:38:52,396 - wikidata12k_1n - [INFO] - [E:270| 1200]: Train Loss:0.00093301, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:39:55,315 - wikidata12k_1n - [INFO] - [E:270| 1300]: Train Loss:0.00093308, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:40:58,193 - wikidata12k_1n - [INFO] - [E:270| 1400]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:42:01,205 - wikidata12k_1n - [INFO] - [E:270| 1500]: Train Loss:0.00093333, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:43:04,173 - wikidata12k_1n - [INFO] - [E:270| 1600]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:43:45,318 - wikidata12k_1n - [INFO] - [Epoch:270]: Training Loss:0.0009333 + +2023-05-10 13:43:45,534 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 13:44:06,900 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 13:44:19,261 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 13:44:40,782 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 13:44:53,028 - wikidata12k_1n - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.50439, Head : 0.34977, Avg : 0.42708 + +2023-05-10 13:44:53,028 - wikidata12k_1n - [INFO] - [Epoch 270]: Training Loss: 0.00093328, Valid MRR: 0.44036, + + + +2023-05-10 13:44:53,674 - wikidata12k_1n - [INFO] - [E:271| 0]: Train Loss:0.00091022, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:45:56,598 - wikidata12k_1n - [INFO] - [E:271| 100]: Train Loss:0.00093284, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:46:59,468 - wikidata12k_1n - [INFO] - [E:271| 200]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:48:02,331 - wikidata12k_1n - [INFO] - [E:271| 300]: Train Loss:0.00093173, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:49:05,246 - wikidata12k_1n - [INFO] - [E:271| 400]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:50:08,269 - wikidata12k_1n - [INFO] - [E:271| 500]: Train Loss:0.00093259, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:51:11,254 - wikidata12k_1n - [INFO] - [E:271| 600]: Train Loss:0.00093307, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:52:14,220 - wikidata12k_1n - [INFO] - [E:271| 700]: Train Loss:0.00093315, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:53:17,199 - wikidata12k_1n - [INFO] - [E:271| 800]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:54:20,143 - wikidata12k_1n - [INFO] - [E:271| 900]: Train Loss:0.00093312, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:55:23,109 - wikidata12k_1n - [INFO] - [E:271| 1000]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:56:25,946 - wikidata12k_1n - [INFO] - [E:271| 1100]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:57:28,925 - wikidata12k_1n - [INFO] - [E:271| 1200]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:58:31,948 - wikidata12k_1n - [INFO] - [E:271| 1300]: Train Loss:0.00093285, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:59:34,972 - wikidata12k_1n - [INFO] - [E:271| 1400]: Train Loss:0.00093297, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:00:37,844 - wikidata12k_1n - [INFO] - [E:271| 1500]: Train Loss:0.00093311, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:01:40,731 - wikidata12k_1n - [INFO] - [E:271| 1600]: Train Loss:0.00093314, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:02:21,859 - wikidata12k_1n - [INFO] - [Epoch:271]: Training Loss:0.0009331 + +2023-05-10 14:02:22,075 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 14:02:43,421 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 14:02:55,784 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 14:03:17,304 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 14:03:29,544 - wikidata12k_1n - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.50661, Head : 0.33207, Avg : 0.41934 + +2023-05-10 14:03:29,544 - wikidata12k_1n - [INFO] - [Epoch 271]: Training Loss: 0.00093305, Valid MRR: 0.44036, + + + +2023-05-10 14:03:30,189 - wikidata12k_1n - [INFO] - [E:272| 0]: Train Loss:0.00096549, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:04:33,103 - wikidata12k_1n - [INFO] - [E:272| 100]: Train Loss:0.0009324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:05:36,059 - wikidata12k_1n - [INFO] - [E:272| 200]: Train Loss:0.00093047, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:06:39,054 - wikidata12k_1n - [INFO] - [E:272| 300]: Train Loss:0.00093185, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:07:42,056 - wikidata12k_1n - [INFO] - [E:272| 400]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:08:44,921 - wikidata12k_1n - [INFO] - [E:272| 500]: Train Loss:0.00093158, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:09:47,878 - wikidata12k_1n - [INFO] - [E:272| 600]: Train Loss:0.00093154, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:10:50,791 - wikidata12k_1n - [INFO] - [E:272| 700]: Train Loss:0.00093152, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:11:53,755 - wikidata12k_1n - [INFO] - [E:272| 800]: Train Loss:0.00093162, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:12:56,698 - wikidata12k_1n - [INFO] - [E:272| 900]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:13:59,616 - wikidata12k_1n - [INFO] - [E:272| 1000]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:15:02,579 - wikidata12k_1n - [INFO] - [E:272| 1100]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:16:05,540 - wikidata12k_1n - [INFO] - [E:272| 1200]: Train Loss:0.00093252, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:17:08,430 - wikidata12k_1n - [INFO] - [E:272| 1300]: Train Loss:0.00093235, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:18:11,227 - wikidata12k_1n - [INFO] - [E:272| 1400]: Train Loss:0.00093245, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:19:14,021 - wikidata12k_1n - [INFO] - [E:272| 1500]: Train Loss:0.0009327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:20:16,820 - wikidata12k_1n - [INFO] - [E:272| 1600]: Train Loss:0.00093299, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:20:57,835 - wikidata12k_1n - [INFO] - [Epoch:272]: Training Loss:0.0009329 + +2023-05-10 14:20:58,050 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 14:21:19,316 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 14:21:31,637 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 14:21:53,084 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 14:22:05,288 - wikidata12k_1n - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.49613, Head : 0.32124, Avg : 0.40868 + +2023-05-10 14:22:05,288 - wikidata12k_1n - [INFO] - [Epoch 272]: Training Loss: 0.0009329, Valid MRR: 0.44036, + + + +2023-05-10 14:22:05,931 - wikidata12k_1n - [INFO] - [E:273| 0]: Train Loss:0.00091704, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:23:08,723 - wikidata12k_1n - [INFO] - [E:273| 100]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:24:11,595 - wikidata12k_1n - [INFO] - [E:273| 200]: Train Loss:0.00093428, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:25:14,551 - wikidata12k_1n - [INFO] - [E:273| 300]: Train Loss:0.00093453, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:26:17,461 - wikidata12k_1n - [INFO] - [E:273| 400]: Train Loss:0.00093313, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:27:20,428 - wikidata12k_1n - [INFO] - [E:273| 500]: Train Loss:0.00093283, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:28:23,264 - wikidata12k_1n - [INFO] - [E:273| 600]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:29:26,062 - wikidata12k_1n - [INFO] - [E:273| 700]: Train Loss:0.00093213, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:30:28,944 - wikidata12k_1n - [INFO] - [E:273| 800]: Train Loss:0.00093229, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:31:31,793 - wikidata12k_1n - [INFO] - [E:273| 900]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:32:34,718 - wikidata12k_1n - [INFO] - [E:273| 1000]: Train Loss:0.00093263, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:33:37,505 - wikidata12k_1n - [INFO] - [E:273| 1100]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:34:40,419 - wikidata12k_1n - [INFO] - [E:273| 1200]: Train Loss:0.00093226, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:35:43,328 - wikidata12k_1n - [INFO] - [E:273| 1300]: Train Loss:0.00093261, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:36:46,283 - wikidata12k_1n - [INFO] - [E:273| 1400]: Train Loss:0.000933, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:37:49,154 - wikidata12k_1n - [INFO] - [E:273| 1500]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:38:52,023 - wikidata12k_1n - [INFO] - [E:273| 1600]: Train Loss:0.0009333, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:39:33,125 - wikidata12k_1n - [INFO] - [Epoch:273]: Training Loss:0.0009332 + +2023-05-10 14:39:33,341 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 14:39:54,653 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 14:40:06,984 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 14:40:28,453 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 14:40:40,672 - wikidata12k_1n - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.49871, Head : 0.35361, Avg : 0.42616 + +2023-05-10 14:40:40,672 - wikidata12k_1n - [INFO] - [Epoch 273]: Training Loss: 0.00093316, Valid MRR: 0.44036, + + + +2023-05-10 14:40:41,314 - wikidata12k_1n - [INFO] - [E:274| 0]: Train Loss:0.00093033, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:41:44,171 - wikidata12k_1n - [INFO] - [E:274| 100]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:42:47,257 - wikidata12k_1n - [INFO] - [E:274| 200]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:43:50,252 - wikidata12k_1n - [INFO] - [E:274| 300]: Train Loss:0.00093396, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:44:53,206 - wikidata12k_1n - [INFO] - [E:274| 400]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:45:56,180 - wikidata12k_1n - [INFO] - [E:274| 500]: Train Loss:0.00093305, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:46:59,174 - wikidata12k_1n - [INFO] - [E:274| 600]: Train Loss:0.00093259, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:48:02,244 - wikidata12k_1n - [INFO] - [E:274| 700]: Train Loss:0.00093294, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:49:05,316 - wikidata12k_1n - [INFO] - [E:274| 800]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:50:08,312 - wikidata12k_1n - [INFO] - [E:274| 900]: Train Loss:0.00093287, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:51:11,333 - wikidata12k_1n - [INFO] - [E:274| 1000]: Train Loss:0.00093278, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:52:14,381 - wikidata12k_1n - [INFO] - [E:274| 1100]: Train Loss:0.00093262, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:53:17,390 - wikidata12k_1n - [INFO] - [E:274| 1200]: Train Loss:0.00093274, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:54:20,401 - wikidata12k_1n - [INFO] - [E:274| 1300]: Train Loss:0.00093281, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:55:23,336 - wikidata12k_1n - [INFO] - [E:274| 1400]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:56:26,264 - wikidata12k_1n - [INFO] - [E:274| 1500]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:57:29,211 - wikidata12k_1n - [INFO] - [E:274| 1600]: Train Loss:0.00093263, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:58:10,343 - wikidata12k_1n - [INFO] - [Epoch:274]: Training Loss:0.0009326 + +2023-05-10 14:58:10,558 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 14:58:31,879 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 14:58:44,240 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 14:59:05,740 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 14:59:17,964 - wikidata12k_1n - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.50189, Head : 0.37381, Avg : 0.43785 + +2023-05-10 14:59:17,964 - wikidata12k_1n - [INFO] - [Epoch 274]: Training Loss: 0.00093264, Valid MRR: 0.44036, + + + +2023-05-10 14:59:18,608 - wikidata12k_1n - [INFO] - [E:275| 0]: Train Loss:0.00097664, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:00:21,716 - wikidata12k_1n - [INFO] - [E:275| 100]: Train Loss:0.00093417, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:01:24,696 - wikidata12k_1n - [INFO] - [E:275| 200]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:02:27,658 - wikidata12k_1n - [INFO] - [E:275| 300]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:03:30,591 - wikidata12k_1n - [INFO] - [E:275| 400]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:04:33,530 - wikidata12k_1n - [INFO] - [E:275| 500]: Train Loss:0.00093252, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:05:36,458 - wikidata12k_1n - [INFO] - [E:275| 600]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:06:39,419 - wikidata12k_1n - [INFO] - [E:275| 700]: Train Loss:0.00093226, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:07:42,384 - wikidata12k_1n - [INFO] - [E:275| 800]: Train Loss:0.00093232, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:08:45,378 - wikidata12k_1n - [INFO] - [E:275| 900]: Train Loss:0.00093211, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:09:48,486 - wikidata12k_1n - [INFO] - [E:275| 1000]: Train Loss:0.00093203, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:10:51,424 - wikidata12k_1n - [INFO] - [E:275| 1100]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:11:54,392 - wikidata12k_1n - [INFO] - [E:275| 1200]: Train Loss:0.00093251, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:12:57,362 - wikidata12k_1n - [INFO] - [E:275| 1300]: Train Loss:0.00093253, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:14:00,327 - wikidata12k_1n - [INFO] - [E:275| 1400]: Train Loss:0.00093258, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:15:03,315 - wikidata12k_1n - [INFO] - [E:275| 1500]: Train Loss:0.00093272, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:16:06,282 - wikidata12k_1n - [INFO] - [E:275| 1600]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:16:47,405 - wikidata12k_1n - [INFO] - [Epoch:275]: Training Loss:0.0009326 + +2023-05-10 15:16:47,626 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 15:17:08,972 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 15:17:21,345 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 15:17:42,849 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 15:17:55,075 - wikidata12k_1n - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.49333, Head : 0.35128, Avg : 0.42231 + +2023-05-10 15:17:55,075 - wikidata12k_1n - [INFO] - [Epoch 275]: Training Loss: 0.0009326, Valid MRR: 0.44036, + + + +2023-05-10 15:17:55,721 - wikidata12k_1n - [INFO] - [E:276| 0]: Train Loss:0.00093723, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:18:58,763 - wikidata12k_1n - [INFO] - [E:276| 100]: Train Loss:0.00093467, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:20:01,670 - wikidata12k_1n - [INFO] - [E:276| 200]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:21:04,592 - wikidata12k_1n - [INFO] - [E:276| 300]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:22:07,419 - wikidata12k_1n - [INFO] - [E:276| 400]: Train Loss:0.00093302, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:23:10,251 - wikidata12k_1n - [INFO] - [E:276| 500]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:24:13,127 - wikidata12k_1n - [INFO] - [E:276| 600]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:25:16,113 - wikidata12k_1n - [INFO] - [E:276| 700]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:26:19,030 - wikidata12k_1n - [INFO] - [E:276| 800]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:27:22,036 - wikidata12k_1n - [INFO] - [E:276| 900]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:28:25,053 - wikidata12k_1n - [INFO] - [E:276| 1000]: Train Loss:0.00093257, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:29:27,959 - wikidata12k_1n - [INFO] - [E:276| 1100]: Train Loss:0.00093224, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:30:31,972 - wikidata12k_1n - [INFO] - [E:276| 1200]: Train Loss:0.00093198, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:31:36,376 - wikidata12k_1n - [INFO] - [E:276| 1300]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:32:40,811 - wikidata12k_1n - [INFO] - [E:276| 1400]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:33:44,974 - wikidata12k_1n - [INFO] - [E:276| 1500]: Train Loss:0.00093256, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:34:49,312 - wikidata12k_1n - [INFO] - [E:276| 1600]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:35:31,280 - wikidata12k_1n - [INFO] - [Epoch:276]: Training Loss:0.0009326 + +2023-05-10 15:35:31,500 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 15:35:53,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 15:36:05,638 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 15:36:27,556 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 15:36:39,982 - wikidata12k_1n - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.50219, Head : 0.37212, Avg : 0.43716 + +2023-05-10 15:36:39,982 - wikidata12k_1n - [INFO] - [Epoch 276]: Training Loss: 0.00093261, Valid MRR: 0.44036, + + + +2023-05-10 15:36:40,653 - wikidata12k_1n - [INFO] - [E:277| 0]: Train Loss:0.00091538, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:37:44,911 - wikidata12k_1n - [INFO] - [E:277| 100]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:38:49,234 - wikidata12k_1n - [INFO] - [E:277| 200]: Train Loss:0.00093151, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:39:53,513 - wikidata12k_1n - [INFO] - [E:277| 300]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:40:57,876 - wikidata12k_1n - [INFO] - [E:277| 400]: Train Loss:0.00093251, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:42:02,530 - wikidata12k_1n - [INFO] - [E:277| 500]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:43:06,925 - wikidata12k_1n - [INFO] - [E:277| 600]: Train Loss:0.00093246, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:44:11,188 - wikidata12k_1n - [INFO] - [E:277| 700]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:45:14,287 - wikidata12k_1n - [INFO] - [E:277| 800]: Train Loss:0.00093287, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:46:17,258 - wikidata12k_1n - [INFO] - [E:277| 900]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:47:20,218 - wikidata12k_1n - [INFO] - [E:277| 1000]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:48:23,165 - wikidata12k_1n - [INFO] - [E:277| 1100]: Train Loss:0.00093222, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:49:26,130 - wikidata12k_1n - [INFO] - [E:277| 1200]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:50:28,985 - wikidata12k_1n - [INFO] - [E:277| 1300]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:51:31,859 - wikidata12k_1n - [INFO] - [E:277| 1400]: Train Loss:0.00093229, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:52:34,785 - wikidata12k_1n - [INFO] - [E:277| 1500]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:53:37,750 - wikidata12k_1n - [INFO] - [E:277| 1600]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:54:18,889 - wikidata12k_1n - [INFO] - [Epoch:277]: Training Loss:0.0009326 + +2023-05-10 15:54:19,107 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 15:54:40,430 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 15:54:52,782 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 15:55:14,276 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 15:55:26,503 - wikidata12k_1n - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.50185, Head : 0.35361, Avg : 0.42773 + +2023-05-10 15:55:26,503 - wikidata12k_1n - [INFO] - [Epoch 277]: Training Loss: 0.00093257, Valid MRR: 0.44036, + + + +2023-05-10 15:55:27,147 - wikidata12k_1n - [INFO] - [E:278| 0]: Train Loss:0.00090982, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:56:30,082 - wikidata12k_1n - [INFO] - [E:278| 100]: Train Loss:0.00092859, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:57:33,044 - wikidata12k_1n - [INFO] - [E:278| 200]: Train Loss:0.00093135, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:58:36,001 - wikidata12k_1n - [INFO] - [E:278| 300]: Train Loss:0.00093156, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:59:38,957 - wikidata12k_1n - [INFO] - [E:278| 400]: Train Loss:0.00093196, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:00:41,908 - wikidata12k_1n - [INFO] - [E:278| 500]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:01:44,870 - wikidata12k_1n - [INFO] - [E:278| 600]: Train Loss:0.00093192, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:02:47,886 - wikidata12k_1n - [INFO] - [E:278| 700]: Train Loss:0.000932, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:03:50,854 - wikidata12k_1n - [INFO] - [E:278| 800]: Train Loss:0.00093204, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:04:53,794 - wikidata12k_1n - [INFO] - [E:278| 900]: Train Loss:0.00093177, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:05:56,779 - wikidata12k_1n - [INFO] - [E:278| 1000]: Train Loss:0.00093206, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:06:59,774 - wikidata12k_1n - [INFO] - [E:278| 1100]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:08:02,726 - wikidata12k_1n - [INFO] - [E:278| 1200]: Train Loss:0.0009324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:09:05,720 - wikidata12k_1n - [INFO] - [E:278| 1300]: Train Loss:0.00093244, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:10:08,732 - wikidata12k_1n - [INFO] - [E:278| 1400]: Train Loss:0.00093251, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:11:11,724 - wikidata12k_1n - [INFO] - [E:278| 1500]: Train Loss:0.0009326, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:12:14,720 - wikidata12k_1n - [INFO] - [E:278| 1600]: Train Loss:0.00093246, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:12:55,834 - wikidata12k_1n - [INFO] - [Epoch:278]: Training Loss:0.0009326 + +2023-05-10 16:12:56,050 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 16:13:17,384 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 16:13:29,739 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 16:13:51,259 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 16:14:03,490 - wikidata12k_1n - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.51126, Head : 0.36777, Avg : 0.43952 + +2023-05-10 16:14:03,491 - wikidata12k_1n - [INFO] - [Epoch 278]: Training Loss: 0.00093259, Valid MRR: 0.44036, + + + +2023-05-10 16:14:04,136 - wikidata12k_1n - [INFO] - [E:279| 0]: Train Loss:0.00092336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:15:07,188 - wikidata12k_1n - [INFO] - [E:279| 100]: Train Loss:0.0009289, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:16:10,169 - wikidata12k_1n - [INFO] - [E:279| 200]: Train Loss:0.00093099, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:17:13,097 - wikidata12k_1n - [INFO] - [E:279| 300]: Train Loss:0.00093174, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:18:16,077 - wikidata12k_1n - [INFO] - [E:279| 400]: Train Loss:0.00093222, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:19:19,004 - wikidata12k_1n - [INFO] - [E:279| 500]: Train Loss:0.00093204, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:20:22,051 - wikidata12k_1n - [INFO] - [E:279| 600]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:21:25,035 - wikidata12k_1n - [INFO] - [E:279| 700]: Train Loss:0.0009322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:22:27,977 - wikidata12k_1n - [INFO] - [E:279| 800]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:23:30,946 - wikidata12k_1n - [INFO] - [E:279| 900]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:24:33,934 - wikidata12k_1n - [INFO] - [E:279| 1000]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:25:38,242 - wikidata12k_1n - [INFO] - [E:279| 1100]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:26:42,585 - wikidata12k_1n - [INFO] - [E:279| 1200]: Train Loss:0.00093268, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:27:47,094 - wikidata12k_1n - [INFO] - [E:279| 1300]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:28:51,465 - wikidata12k_1n - [INFO] - [E:279| 1400]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:29:55,800 - wikidata12k_1n - [INFO] - [E:279| 1500]: Train Loss:0.00093283, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:31:00,334 - wikidata12k_1n - [INFO] - [E:279| 1600]: Train Loss:0.00093268, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:31:42,520 - wikidata12k_1n - [INFO] - [Epoch:279]: Training Loss:0.0009327 + +2023-05-10 16:31:42,743 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 16:32:04,303 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 16:32:16,833 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 16:32:38,761 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 16:32:51,246 - wikidata12k_1n - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.50394, Head : 0.35933, Avg : 0.43164 + MR: Tail : 787.85, Head : 926.37, Avg : 857.11 + Hit-1: Tail : 0.42072, Head : 0.25233, Avg : 0.33653 + Hit-3: Tail : 0.55359, Head : 0.42528, Avg : 0.48943 + Hit-10: Tail : 0.65533, Head : 0.55394, Avg : 0.60464 +2023-05-10 16:32:51,246 - wikidata12k_1n - [INFO] - [Epoch 279]: Training Loss: 0.00093269, Valid MRR: 0.44036, + + + +2023-05-10 16:32:51,937 - wikidata12k_1n - [INFO] - [E:280| 0]: Train Loss:0.0010153, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:33:56,251 - wikidata12k_1n - [INFO] - [E:280| 100]: Train Loss:0.00093714, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:35:00,768 - wikidata12k_1n - [INFO] - [E:280| 200]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:36:05,112 - wikidata12k_1n - [INFO] - [E:280| 300]: Train Loss:0.00093161, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:37:09,538 - wikidata12k_1n - [INFO] - [E:280| 400]: Train Loss:0.00093229, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:38:13,804 - wikidata12k_1n - [INFO] - [E:280| 500]: Train Loss:0.00093212, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:39:17,598 - wikidata12k_1n - [INFO] - [E:280| 600]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:40:20,541 - wikidata12k_1n - [INFO] - [E:280| 700]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:41:23,431 - wikidata12k_1n - [INFO] - [E:280| 800]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:42:26,319 - wikidata12k_1n - [INFO] - [E:280| 900]: Train Loss:0.00093207, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:43:29,274 - wikidata12k_1n - [INFO] - [E:280| 1000]: Train Loss:0.00093192, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:44:32,258 - wikidata12k_1n - [INFO] - [E:280| 1100]: Train Loss:0.00093184, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:45:35,247 - wikidata12k_1n - [INFO] - [E:280| 1200]: Train Loss:0.00093166, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:46:38,226 - wikidata12k_1n - [INFO] - [E:280| 1300]: Train Loss:0.00093187, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:47:41,277 - wikidata12k_1n - [INFO] - [E:280| 1400]: Train Loss:0.0009319, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:48:44,181 - wikidata12k_1n - [INFO] - [E:280| 1500]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:49:47,092 - wikidata12k_1n - [INFO] - [E:280| 1600]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:50:28,189 - wikidata12k_1n - [INFO] - [Epoch:280]: Training Loss:0.0009324 + +2023-05-10 16:50:28,407 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 16:50:49,739 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 16:51:02,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 16:51:23,594 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 16:51:35,834 - wikidata12k_1n - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.50737, Head : 0.34447, Avg : 0.42592 + +2023-05-10 16:51:35,834 - wikidata12k_1n - [INFO] - [Epoch 280]: Training Loss: 0.00093237, Valid MRR: 0.44036, + + + +2023-05-10 16:51:36,479 - wikidata12k_1n - [INFO] - [E:281| 0]: Train Loss:0.00091266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:52:24,318 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-10 16:52:39,188 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 16:52:39,456 - wikidata12k_1n - [INFO] - [E:281| 100]: Train Loss:0.00093014, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:53:37,911 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 16:53:42,401 - wikidata12k_1n - [INFO] - [E:281| 200]: Train Loss:0.00093001, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:54:07,642 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-10 16:54:45,388 - wikidata12k_1n - [INFO] - [E:281| 300]: Train Loss:0.00093123, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:55:06,734 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-10 16:55:36,152 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47417, Head : 0.32787, Avg : 0.40102 + MR: Tail : 925.36, Head : 1024.5, Avg : 974.94 + Hit-1: Tail : 0.38685, Head : 0.23948, Avg : 0.31316 + Hit-3: Tail : 0.53194, Head : 0.36288, Avg : 0.44741 + Hit-10: Tail : 0.63266, Head : 0.51212, Avg : 0.57239 +2023-05-10 16:55:48,351 - wikidata12k_1n - [INFO] - [E:281| 400]: Train Loss:0.00093097, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:56:51,361 - wikidata12k_1n - [INFO] - [E:281| 500]: Train Loss:0.0009309, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:57:54,430 - wikidata12k_1n - [INFO] - [E:281| 600]: Train Loss:0.00093094, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:58:57,419 - wikidata12k_1n - [INFO] - [E:281| 700]: Train Loss:0.00093089, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:00:00,411 - wikidata12k_1n - [INFO] - [E:281| 800]: Train Loss:0.00093118, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:01:03,394 - wikidata12k_1n - [INFO] - [E:281| 900]: Train Loss:0.00093172, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:02:06,385 - wikidata12k_1n - [INFO] - [E:281| 1000]: Train Loss:0.00093213, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:03:09,347 - wikidata12k_1n - [INFO] - [E:281| 1100]: Train Loss:0.00093233, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:04:12,362 - wikidata12k_1n - [INFO] - [E:281| 1200]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:05:15,377 - wikidata12k_1n - [INFO] - [E:281| 1300]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:06:18,437 - wikidata12k_1n - [INFO] - [E:281| 1400]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:07:21,365 - wikidata12k_1n - [INFO] - [E:281| 1500]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:08:24,320 - wikidata12k_1n - [INFO] - [E:281| 1600]: Train Loss:0.00093272, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:09:05,474 - wikidata12k_1n - [INFO] - [Epoch:281]: Training Loss:0.0009328 + +2023-05-10 17:09:05,690 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 17:09:27,040 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 17:09:39,418 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 17:10:00,939 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 17:10:13,184 - wikidata12k_1n - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.5057, Head : 0.37275, Avg : 0.43922 + +2023-05-10 17:10:13,185 - wikidata12k_1n - [INFO] - [Epoch 281]: Training Loss: 0.00093279, Valid MRR: 0.44036, + + + +2023-05-10 17:10:13,829 - wikidata12k_1n - [INFO] - [E:282| 0]: Train Loss:0.00091697, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:11:16,809 - wikidata12k_1n - [INFO] - [E:282| 100]: Train Loss:0.00093209, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:12:19,817 - wikidata12k_1n - [INFO] - [E:282| 200]: Train Loss:0.00093084, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:13:22,795 - wikidata12k_1n - [INFO] - [E:282| 300]: Train Loss:0.00093136, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:14:25,715 - wikidata12k_1n - [INFO] - [E:282| 400]: Train Loss:0.00093116, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:15:28,753 - wikidata12k_1n - [INFO] - [E:282| 500]: Train Loss:0.00093097, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:16:31,715 - wikidata12k_1n - [INFO] - [E:282| 600]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:17:34,567 - wikidata12k_1n - [INFO] - [E:282| 700]: Train Loss:0.00093149, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:18:37,521 - wikidata12k_1n - [INFO] - [E:282| 800]: Train Loss:0.00093161, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:19:40,815 - wikidata12k_1n - [INFO] - [E:282| 900]: Train Loss:0.00093175, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:20:45,189 - wikidata12k_1n - [INFO] - [E:282| 1000]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:21:49,617 - wikidata12k_1n - [INFO] - [E:282| 1100]: Train Loss:0.00093249, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:22:53,989 - wikidata12k_1n - [INFO] - [E:282| 1200]: Train Loss:0.00093253, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:23:58,472 - wikidata12k_1n - [INFO] - [E:282| 1300]: Train Loss:0.00093234, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:25:02,759 - wikidata12k_1n - [INFO] - [E:282| 1400]: Train Loss:0.0009322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:26:06,914 - wikidata12k_1n - [INFO] - [E:282| 1500]: Train Loss:0.00093234, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:27:11,361 - wikidata12k_1n - [INFO] - [E:282| 1600]: Train Loss:0.00093234, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:27:53,354 - wikidata12k_1n - [INFO] - [Epoch:282]: Training Loss:0.0009324 + +2023-05-10 17:27:53,575 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 17:28:15,151 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 17:28:27,624 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 17:28:49,452 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 17:29:01,874 - wikidata12k_1n - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.49834, Head : 0.37273, Avg : 0.43554 + +2023-05-10 17:29:01,874 - wikidata12k_1n - [INFO] - [Epoch 282]: Training Loss: 0.00093236, Valid MRR: 0.44036, + + + +2023-05-10 17:29:02,541 - wikidata12k_1n - [INFO] - [E:283| 0]: Train Loss:0.00091853, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:30:07,010 - wikidata12k_1n - [INFO] - [E:283| 100]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:31:11,374 - wikidata12k_1n - [INFO] - [E:283| 200]: Train Loss:0.00093147, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:32:15,626 - wikidata12k_1n - [INFO] - [E:283| 300]: Train Loss:0.00093174, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:33:20,052 - wikidata12k_1n - [INFO] - [E:283| 400]: Train Loss:0.00093153, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:34:23,732 - wikidata12k_1n - [INFO] - [E:283| 500]: Train Loss:0.00093128, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:35:26,733 - wikidata12k_1n - [INFO] - [E:283| 600]: Train Loss:0.00093166, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:36:29,640 - wikidata12k_1n - [INFO] - [E:283| 700]: Train Loss:0.00093177, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:37:32,483 - wikidata12k_1n - [INFO] - [E:283| 800]: Train Loss:0.00093146, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:38:35,362 - wikidata12k_1n - [INFO] - [E:283| 900]: Train Loss:0.00093184, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:39:38,187 - wikidata12k_1n - [INFO] - [E:283| 1000]: Train Loss:0.00093177, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:40:41,174 - wikidata12k_1n - [INFO] - [E:283| 1100]: Train Loss:0.00093195, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:41:44,189 - wikidata12k_1n - [INFO] - [E:283| 1200]: Train Loss:0.00093201, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:42:47,147 - wikidata12k_1n - [INFO] - [E:283| 1300]: Train Loss:0.00093216, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:43:50,123 - wikidata12k_1n - [INFO] - [E:283| 1400]: Train Loss:0.00093206, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:44:53,099 - wikidata12k_1n - [INFO] - [E:283| 1500]: Train Loss:0.00093216, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:45:55,976 - wikidata12k_1n - [INFO] - [E:283| 1600]: Train Loss:0.00093223, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:46:37,095 - wikidata12k_1n - [INFO] - [Epoch:283]: Training Loss:0.0009322 + +2023-05-10 17:46:37,312 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 17:46:58,635 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 17:47:10,982 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 17:47:32,491 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 17:47:44,742 - wikidata12k_1n - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.50655, Head : 0.36276, Avg : 0.43465 + +2023-05-10 17:47:44,742 - wikidata12k_1n - [INFO] - [Epoch 283]: Training Loss: 0.0009322, Valid MRR: 0.44036, + + + +2023-05-10 17:47:45,385 - wikidata12k_1n - [INFO] - [E:284| 0]: Train Loss:0.0009236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:48:48,351 - wikidata12k_1n - [INFO] - [E:284| 100]: Train Loss:0.00093316, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:49:51,332 - wikidata12k_1n - [INFO] - [E:284| 200]: Train Loss:0.00093252, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:50:54,399 - wikidata12k_1n - [INFO] - [E:284| 300]: Train Loss:0.00093233, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:51:57,327 - wikidata12k_1n - [INFO] - [E:284| 400]: Train Loss:0.00093155, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:53:00,281 - wikidata12k_1n - [INFO] - [E:284| 500]: Train Loss:0.00093147, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:54:03,214 - wikidata12k_1n - [INFO] - [E:284| 600]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:55:06,190 - wikidata12k_1n - [INFO] - [E:284| 700]: Train Loss:0.00093209, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:56:09,177 - wikidata12k_1n - [INFO] - [E:284| 800]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:57:12,101 - wikidata12k_1n - [INFO] - [E:284| 900]: Train Loss:0.00093232, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:58:14,993 - wikidata12k_1n - [INFO] - [E:284| 1000]: Train Loss:0.00093235, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:59:18,025 - wikidata12k_1n - [INFO] - [E:284| 1100]: Train Loss:0.00093242, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:00:21,038 - wikidata12k_1n - [INFO] - [E:284| 1200]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:01:24,026 - wikidata12k_1n - [INFO] - [E:284| 1300]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:02:27,025 - wikidata12k_1n - [INFO] - [E:284| 1400]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:03:29,976 - wikidata12k_1n - [INFO] - [E:284| 1500]: Train Loss:0.00093222, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:04:32,955 - wikidata12k_1n - [INFO] - [E:284| 1600]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:05:14,101 - wikidata12k_1n - [INFO] - [Epoch:284]: Training Loss:0.0009322 + +2023-05-10 18:05:14,317 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 18:05:35,667 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 18:05:48,027 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 18:06:09,555 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 18:06:21,798 - wikidata12k_1n - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.50742, Head : 0.35843, Avg : 0.43293 + +2023-05-10 18:06:21,798 - wikidata12k_1n - [INFO] - [Epoch 284]: Training Loss: 0.0009322, Valid MRR: 0.44036, + + + +2023-05-10 18:06:22,446 - wikidata12k_1n - [INFO] - [E:285| 0]: Train Loss:0.00093098, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:07:25,430 - wikidata12k_1n - [INFO] - [E:285| 100]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:08:28,522 - wikidata12k_1n - [INFO] - [E:285| 200]: Train Loss:0.00093268, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:09:31,482 - wikidata12k_1n - [INFO] - [E:285| 300]: Train Loss:0.00093408, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:10:34,452 - wikidata12k_1n - [INFO] - [E:285| 400]: Train Loss:0.00093405, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:11:37,472 - wikidata12k_1n - [INFO] - [E:285| 500]: Train Loss:0.00093373, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:12:40,455 - wikidata12k_1n - [INFO] - [E:285| 600]: Train Loss:0.00093362, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:13:43,368 - wikidata12k_1n - [INFO] - [E:285| 700]: Train Loss:0.00093366, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:14:47,491 - wikidata12k_1n - [INFO] - [E:285| 800]: Train Loss:0.00093362, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:15:51,905 - wikidata12k_1n - [INFO] - [E:285| 900]: Train Loss:0.00093358, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:16:56,367 - wikidata12k_1n - [INFO] - [E:285| 1000]: Train Loss:0.00093372, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:18:00,707 - wikidata12k_1n - [INFO] - [E:285| 1100]: Train Loss:0.00093349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:19:05,099 - wikidata12k_1n - [INFO] - [E:285| 1200]: Train Loss:0.00093317, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:20:09,407 - wikidata12k_1n - [INFO] - [E:285| 1300]: Train Loss:0.0009331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:21:13,686 - wikidata12k_1n - [INFO] - [E:285| 1400]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:22:17,968 - wikidata12k_1n - [INFO] - [E:285| 1500]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:23:22,381 - wikidata12k_1n - [INFO] - [E:285| 1600]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:24:04,436 - wikidata12k_1n - [INFO] - [Epoch:285]: Training Loss:0.0009326 + +2023-05-10 18:24:04,659 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 18:24:26,216 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 18:24:38,714 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 18:25:00,672 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 18:25:13,110 - wikidata12k_1n - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.50591, Head : 0.37232, Avg : 0.43911 + +2023-05-10 18:25:13,110 - wikidata12k_1n - [INFO] - [Epoch 285]: Training Loss: 0.00093261, Valid MRR: 0.44036, + + + +2023-05-10 18:25:13,778 - wikidata12k_1n - [INFO] - [E:286| 0]: Train Loss:0.00091809, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:26:18,159 - wikidata12k_1n - [INFO] - [E:286| 100]: Train Loss:0.00093104, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:27:22,492 - wikidata12k_1n - [INFO] - [E:286| 200]: Train Loss:0.00093209, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:28:26,599 - wikidata12k_1n - [INFO] - [E:286| 300]: Train Loss:0.00093153, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:29:29,523 - wikidata12k_1n - [INFO] - [E:286| 400]: Train Loss:0.0009315, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:30:32,493 - wikidata12k_1n - [INFO] - [E:286| 500]: Train Loss:0.00093155, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:31:35,471 - wikidata12k_1n - [INFO] - [E:286| 600]: Train Loss:0.00093183, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:32:38,402 - wikidata12k_1n - [INFO] - [E:286| 700]: Train Loss:0.00093202, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:33:41,377 - wikidata12k_1n - [INFO] - [E:286| 800]: Train Loss:0.00093224, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:34:44,397 - wikidata12k_1n - [INFO] - [E:286| 900]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:35:47,338 - wikidata12k_1n - [INFO] - [E:286| 1000]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:36:50,225 - wikidata12k_1n - [INFO] - [E:286| 1100]: Train Loss:0.00093219, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:37:53,121 - wikidata12k_1n - [INFO] - [E:286| 1200]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:38:56,021 - wikidata12k_1n - [INFO] - [E:286| 1300]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:39:58,993 - wikidata12k_1n - [INFO] - [E:286| 1400]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:41:01,980 - wikidata12k_1n - [INFO] - [E:286| 1500]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:42:04,958 - wikidata12k_1n - [INFO] - [E:286| 1600]: Train Loss:0.00093219, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:42:46,102 - wikidata12k_1n - [INFO] - [Epoch:286]: Training Loss:0.0009322 + +2023-05-10 18:42:46,318 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 18:43:07,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 18:43:20,023 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 18:43:41,595 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 18:43:53,828 - wikidata12k_1n - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.50037, Head : 0.35301, Avg : 0.42669 + +2023-05-10 18:43:53,828 - wikidata12k_1n - [INFO] - [Epoch 286]: Training Loss: 0.00093216, Valid MRR: 0.44036, + + + +2023-05-10 18:43:54,470 - wikidata12k_1n - [INFO] - [E:287| 0]: Train Loss:0.00093084, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:44:57,371 - wikidata12k_1n - [INFO] - [E:287| 100]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:46:00,275 - wikidata12k_1n - [INFO] - [E:287| 200]: Train Loss:0.00093263, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:47:03,220 - wikidata12k_1n - [INFO] - [E:287| 300]: Train Loss:0.0009311, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:48:06,169 - wikidata12k_1n - [INFO] - [E:287| 400]: Train Loss:0.00093095, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:49:09,125 - wikidata12k_1n - [INFO] - [E:287| 500]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:50:12,093 - wikidata12k_1n - [INFO] - [E:287| 600]: Train Loss:0.00093161, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:51:14,967 - wikidata12k_1n - [INFO] - [E:287| 700]: Train Loss:0.00093175, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:52:17,929 - wikidata12k_1n - [INFO] - [E:287| 800]: Train Loss:0.00093239, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:53:20,865 - wikidata12k_1n - [INFO] - [E:287| 900]: Train Loss:0.00093248, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:54:23,805 - wikidata12k_1n - [INFO] - [E:287| 1000]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:55:26,866 - wikidata12k_1n - [INFO] - [E:287| 1100]: Train Loss:0.0009324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:56:29,838 - wikidata12k_1n - [INFO] - [E:287| 1200]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:57:32,728 - wikidata12k_1n - [INFO] - [E:287| 1300]: Train Loss:0.00093201, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:58:35,614 - wikidata12k_1n - [INFO] - [E:287| 1400]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:59:38,596 - wikidata12k_1n - [INFO] - [E:287| 1500]: Train Loss:0.00093186, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:00:41,564 - wikidata12k_1n - [INFO] - [E:287| 1600]: Train Loss:0.00093192, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:01:22,767 - wikidata12k_1n - [INFO] - [Epoch:287]: Training Loss:0.000932 + +2023-05-10 19:01:22,985 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 19:01:44,332 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 19:01:56,680 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 19:02:18,189 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 19:02:30,422 - wikidata12k_1n - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.5026, Head : 0.36064, Avg : 0.43162 + +2023-05-10 19:02:30,422 - wikidata12k_1n - [INFO] - [Epoch 287]: Training Loss: 0.00093196, Valid MRR: 0.44036, + + + +2023-05-10 19:02:31,066 - wikidata12k_1n - [INFO] - [E:288| 0]: Train Loss:0.00092715, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:03:34,041 - wikidata12k_1n - [INFO] - [E:288| 100]: Train Loss:0.00093106, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:04:37,023 - wikidata12k_1n - [INFO] - [E:288| 200]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:05:39,991 - wikidata12k_1n - [INFO] - [E:288| 300]: Train Loss:0.00093309, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:06:42,947 - wikidata12k_1n - [INFO] - [E:288| 400]: Train Loss:0.00093261, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:07:45,890 - wikidata12k_1n - [INFO] - [E:288| 500]: Train Loss:0.00093208, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:08:48,813 - wikidata12k_1n - [INFO] - [E:288| 600]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:09:51,789 - wikidata12k_1n - [INFO] - [E:288| 700]: Train Loss:0.00093197, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:10:54,718 - wikidata12k_1n - [INFO] - [E:288| 800]: Train Loss:0.00093197, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:11:58,883 - wikidata12k_1n - [INFO] - [E:288| 900]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:13:01,703 - wikidata12k_1n - [INFO] - [E:288| 1000]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:14:04,623 - wikidata12k_1n - [INFO] - [E:288| 1100]: Train Loss:0.00093197, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:15:07,571 - wikidata12k_1n - [INFO] - [E:288| 1200]: Train Loss:0.00093183, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:16:10,530 - wikidata12k_1n - [INFO] - [E:288| 1300]: Train Loss:0.00093168, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:17:13,526 - wikidata12k_1n - [INFO] - [E:288| 1400]: Train Loss:0.00093165, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:18:16,531 - wikidata12k_1n - [INFO] - [E:288| 1500]: Train Loss:0.0009318, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:19:19,590 - wikidata12k_1n - [INFO] - [E:288| 1600]: Train Loss:0.00093182, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:20:00,693 - wikidata12k_1n - [INFO] - [Epoch:288]: Training Loss:0.0009317 + +2023-05-10 19:20:00,909 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 19:20:22,228 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 19:20:34,587 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 19:20:56,075 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 19:21:08,304 - wikidata12k_1n - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.50278, Head : 0.37522, Avg : 0.439 + +2023-05-10 19:21:08,304 - wikidata12k_1n - [INFO] - [Epoch 288]: Training Loss: 0.00093174, Valid MRR: 0.44036, + + + +2023-05-10 19:21:08,948 - wikidata12k_1n - [INFO] - [E:289| 0]: Train Loss:0.00093011, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:22:11,809 - wikidata12k_1n - [INFO] - [E:289| 100]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:23:14,716 - wikidata12k_1n - [INFO] - [E:289| 200]: Train Loss:0.00093068, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:24:17,653 - wikidata12k_1n - [INFO] - [E:289| 300]: Train Loss:0.00093102, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:25:20,625 - wikidata12k_1n - [INFO] - [E:289| 400]: Train Loss:0.00093124, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:26:23,508 - wikidata12k_1n - [INFO] - [E:289| 500]: Train Loss:0.00093091, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:27:26,527 - wikidata12k_1n - [INFO] - [E:289| 600]: Train Loss:0.00093126, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:28:29,465 - wikidata12k_1n - [INFO] - [E:289| 700]: Train Loss:0.0009314, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:29:32,309 - wikidata12k_1n - [INFO] - [E:289| 800]: Train Loss:0.00093125, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:30:35,219 - wikidata12k_1n - [INFO] - [E:289| 900]: Train Loss:0.00093156, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:31:38,193 - wikidata12k_1n - [INFO] - [E:289| 1000]: Train Loss:0.00093141, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:32:41,099 - wikidata12k_1n - [INFO] - [E:289| 1100]: Train Loss:0.0009318, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:33:43,964 - wikidata12k_1n - [INFO] - [E:289| 1200]: Train Loss:0.00093167, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:34:46,851 - wikidata12k_1n - [INFO] - [E:289| 1300]: Train Loss:0.00093189, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:35:49,704 - wikidata12k_1n - [INFO] - [E:289| 1400]: Train Loss:0.00093174, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:36:52,658 - wikidata12k_1n - [INFO] - [E:289| 1500]: Train Loss:0.0009317, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:37:55,528 - wikidata12k_1n - [INFO] - [E:289| 1600]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:38:36,638 - wikidata12k_1n - [INFO] - [Epoch:289]: Training Loss:0.0009317 + +2023-05-10 19:38:36,855 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 19:38:58,184 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 19:39:10,543 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 19:39:32,059 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 19:39:44,294 - wikidata12k_1n - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.50843, Head : 0.37278, Avg : 0.4406 + MR: Tail : 764.95, Head : 924.03, Avg : 844.49 + Hit-1: Tail : 0.42731, Head : 0.27717, Avg : 0.35224 + Hit-3: Tail : 0.55532, Head : 0.42849, Avg : 0.49191 + Hit-10: Tail : 0.65677, Head : 0.55354, Avg : 0.60516 +2023-05-10 19:39:45,328 - wikidata12k_1n - [INFO] - [Epoch 289]: Training Loss: 0.00093166, Valid MRR: 0.4406, + + + +2023-05-10 19:39:45,981 - wikidata12k_1n - [INFO] - [E:290| 0]: Train Loss:0.00091582, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:40:48,949 - wikidata12k_1n - [INFO] - [E:290| 100]: Train Loss:0.00093055, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:41:51,910 - wikidata12k_1n - [INFO] - [E:290| 200]: Train Loss:0.00092999, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:42:54,879 - wikidata12k_1n - [INFO] - [E:290| 300]: Train Loss:0.00092963, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:43:57,825 - wikidata12k_1n - [INFO] - [E:290| 400]: Train Loss:0.00093059, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:45:00,875 - wikidata12k_1n - [INFO] - [E:290| 500]: Train Loss:0.00093018, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:46:03,812 - wikidata12k_1n - [INFO] - [E:290| 600]: Train Loss:0.0009307, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:47:06,740 - wikidata12k_1n - [INFO] - [E:290| 700]: Train Loss:0.00093094, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:48:09,606 - wikidata12k_1n - [INFO] - [E:290| 800]: Train Loss:0.00093081, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:49:12,595 - wikidata12k_1n - [INFO] - [E:290| 900]: Train Loss:0.00093078, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:50:15,538 - wikidata12k_1n - [INFO] - [E:290| 1000]: Train Loss:0.00093086, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:51:18,535 - wikidata12k_1n - [INFO] - [E:290| 1100]: Train Loss:0.000931, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:52:21,520 - wikidata12k_1n - [INFO] - [E:290| 1200]: Train Loss:0.0009311, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:53:24,580 - wikidata12k_1n - [INFO] - [E:290| 1300]: Train Loss:0.00093118, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:54:27,494 - wikidata12k_1n - [INFO] - [E:290| 1400]: Train Loss:0.00093145, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:55:30,409 - wikidata12k_1n - [INFO] - [E:290| 1500]: Train Loss:0.00093158, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:56:33,397 - wikidata12k_1n - [INFO] - [E:290| 1600]: Train Loss:0.00093152, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:57:14,546 - wikidata12k_1n - [INFO] - [Epoch:290]: Training Loss:0.0009316 + +2023-05-10 19:57:14,763 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 19:57:36,125 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 19:57:48,483 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 19:58:10,001 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 19:58:22,238 - wikidata12k_1n - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.50278, Head : 0.36417, Avg : 0.43348 + +2023-05-10 19:58:22,238 - wikidata12k_1n - [INFO] - [Epoch 290]: Training Loss: 0.00093158, Valid MRR: 0.4406, + + + +2023-05-10 19:58:22,881 - wikidata12k_1n - [INFO] - [E:291| 0]: Train Loss:0.00093904, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:59:25,895 - wikidata12k_1n - [INFO] - [E:291| 100]: Train Loss:0.00093186, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:00:28,878 - wikidata12k_1n - [INFO] - [E:291| 200]: Train Loss:0.00093147, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:01:31,806 - wikidata12k_1n - [INFO] - [E:291| 300]: Train Loss:0.00093106, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:02:34,835 - wikidata12k_1n - [INFO] - [E:291| 400]: Train Loss:0.00093236, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:03:37,779 - wikidata12k_1n - [INFO] - [E:291| 500]: Train Loss:0.00093164, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:04:40,761 - wikidata12k_1n - [INFO] - [E:291| 600]: Train Loss:0.00093159, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:05:43,761 - wikidata12k_1n - [INFO] - [E:291| 700]: Train Loss:0.00093135, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:06:46,738 - wikidata12k_1n - [INFO] - [E:291| 800]: Train Loss:0.00093116, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:07:49,722 - wikidata12k_1n - [INFO] - [E:291| 900]: Train Loss:0.00093111, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:08:52,692 - wikidata12k_1n - [INFO] - [E:291| 1000]: Train Loss:0.00093094, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:09:55,557 - wikidata12k_1n - [INFO] - [E:291| 1100]: Train Loss:0.00093124, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:10:58,543 - wikidata12k_1n - [INFO] - [E:291| 1200]: Train Loss:0.00093135, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:12:01,509 - wikidata12k_1n - [INFO] - [E:291| 1300]: Train Loss:0.00093137, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:13:04,436 - wikidata12k_1n - [INFO] - [E:291| 1400]: Train Loss:0.00093145, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:14:07,392 - wikidata12k_1n - [INFO] - [E:291| 1500]: Train Loss:0.0009315, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:15:10,380 - wikidata12k_1n - [INFO] - [E:291| 1600]: Train Loss:0.00093158, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:15:51,511 - wikidata12k_1n - [INFO] - [Epoch:291]: Training Loss:0.0009316 + +2023-05-10 20:15:51,727 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 20:16:13,064 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 20:16:25,429 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 20:16:46,953 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 20:16:59,190 - wikidata12k_1n - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.50578, Head : 0.37458, Avg : 0.44018 + +2023-05-10 20:16:59,191 - wikidata12k_1n - [INFO] - [Epoch 291]: Training Loss: 0.00093157, Valid MRR: 0.4406, + + + +2023-05-10 20:16:59,834 - wikidata12k_1n - [INFO] - [E:292| 0]: Train Loss:0.00093451, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:18:02,758 - wikidata12k_1n - [INFO] - [E:292| 100]: Train Loss:0.00093156, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:19:05,635 - wikidata12k_1n - [INFO] - [E:292| 200]: Train Loss:0.00093388, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:20:08,692 - wikidata12k_1n - [INFO] - [E:292| 300]: Train Loss:0.00093163, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:21:11,671 - wikidata12k_1n - [INFO] - [E:292| 400]: Train Loss:0.00093173, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:22:14,642 - wikidata12k_1n - [INFO] - [E:292| 500]: Train Loss:0.00093155, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:23:17,602 - wikidata12k_1n - [INFO] - [E:292| 600]: Train Loss:0.00093203, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:24:20,575 - wikidata12k_1n - [INFO] - [E:292| 700]: Train Loss:0.00093235, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:25:23,520 - wikidata12k_1n - [INFO] - [E:292| 800]: Train Loss:0.00093219, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:26:26,490 - wikidata12k_1n - [INFO] - [E:292| 900]: Train Loss:0.00093219, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:27:29,470 - wikidata12k_1n - [INFO] - [E:292| 1000]: Train Loss:0.00093156, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:28:32,495 - wikidata12k_1n - [INFO] - [E:292| 1100]: Train Loss:0.00093123, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:29:35,491 - wikidata12k_1n - [INFO] - [E:292| 1200]: Train Loss:0.00093147, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:30:38,462 - wikidata12k_1n - [INFO] - [E:292| 1300]: Train Loss:0.00093156, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:31:41,467 - wikidata12k_1n - [INFO] - [E:292| 1400]: Train Loss:0.00093181, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:32:44,422 - wikidata12k_1n - [INFO] - [E:292| 1500]: Train Loss:0.00093176, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:33:47,410 - wikidata12k_1n - [INFO] - [E:292| 1600]: Train Loss:0.00093183, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:34:28,564 - wikidata12k_1n - [INFO] - [Epoch:292]: Training Loss:0.0009318 + +2023-05-10 20:34:28,780 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 20:34:50,112 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 20:35:02,457 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 20:35:23,978 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 20:35:36,216 - wikidata12k_1n - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.50414, Head : 0.36658, Avg : 0.43536 + +2023-05-10 20:35:36,216 - wikidata12k_1n - [INFO] - [Epoch 292]: Training Loss: 0.00093176, Valid MRR: 0.4406, + + + +2023-05-10 20:35:36,861 - wikidata12k_1n - [INFO] - [E:293| 0]: Train Loss:0.00094866, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:36:39,851 - wikidata12k_1n - [INFO] - [E:293| 100]: Train Loss:0.0009282, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:37:42,869 - wikidata12k_1n - [INFO] - [E:293| 200]: Train Loss:0.00092953, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:38:45,837 - wikidata12k_1n - [INFO] - [E:293| 300]: Train Loss:0.0009304, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:39:48,784 - wikidata12k_1n - [INFO] - [E:293| 400]: Train Loss:0.00092969, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:40:51,739 - wikidata12k_1n - [INFO] - [E:293| 500]: Train Loss:0.00092959, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:41:54,680 - wikidata12k_1n - [INFO] - [E:293| 600]: Train Loss:0.00092985, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:42:57,604 - wikidata12k_1n - [INFO] - [E:293| 700]: Train Loss:0.00093023, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:44:00,480 - wikidata12k_1n - [INFO] - [E:293| 800]: Train Loss:0.0009306, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:45:03,375 - wikidata12k_1n - [INFO] - [E:293| 900]: Train Loss:0.00093067, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:46:06,288 - wikidata12k_1n - [INFO] - [E:293| 1000]: Train Loss:0.00093066, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:47:09,189 - wikidata12k_1n - [INFO] - [E:293| 1100]: Train Loss:0.00093111, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:48:12,131 - wikidata12k_1n - [INFO] - [E:293| 1200]: Train Loss:0.00093137, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:49:15,095 - wikidata12k_1n - [INFO] - [E:293| 1300]: Train Loss:0.00093139, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:50:18,063 - wikidata12k_1n - [INFO] - [E:293| 1400]: Train Loss:0.00093132, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:51:21,046 - wikidata12k_1n - [INFO] - [E:293| 1500]: Train Loss:0.00093138, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:52:24,027 - wikidata12k_1n - [INFO] - [E:293| 1600]: Train Loss:0.00093141, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:53:05,182 - wikidata12k_1n - [INFO] - [Epoch:293]: Training Loss:0.0009314 + +2023-05-10 20:53:05,399 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 20:53:26,732 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 20:53:39,076 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 20:54:00,582 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 20:54:12,808 - wikidata12k_1n - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.50701, Head : 0.34772, Avg : 0.42736 + +2023-05-10 20:54:12,808 - wikidata12k_1n - [INFO] - [Epoch 293]: Training Loss: 0.0009314, Valid MRR: 0.4406, + + + +2023-05-10 20:54:13,457 - wikidata12k_1n - [INFO] - [E:294| 0]: Train Loss:0.0010031, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:55:16,489 - wikidata12k_1n - [INFO] - [E:294| 100]: Train Loss:0.00093296, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:56:19,433 - wikidata12k_1n - [INFO] - [E:294| 200]: Train Loss:0.00093033, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:57:22,364 - wikidata12k_1n - [INFO] - [E:294| 300]: Train Loss:0.00092949, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:58:25,321 - wikidata12k_1n - [INFO] - [E:294| 400]: Train Loss:0.00092994, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:59:28,305 - wikidata12k_1n - [INFO] - [E:294| 500]: Train Loss:0.00092982, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:00:31,288 - wikidata12k_1n - [INFO] - [E:294| 600]: Train Loss:0.00093026, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:01:34,264 - wikidata12k_1n - [INFO] - [E:294| 700]: Train Loss:0.00093029, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:02:37,193 - wikidata12k_1n - [INFO] - [E:294| 800]: Train Loss:0.00092987, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:03:40,177 - wikidata12k_1n - [INFO] - [E:294| 900]: Train Loss:0.00092993, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:04:43,117 - wikidata12k_1n - [INFO] - [E:294| 1000]: Train Loss:0.00093005, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:05:46,086 - wikidata12k_1n - [INFO] - [E:294| 1100]: Train Loss:0.00093019, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:06:49,037 - wikidata12k_1n - [INFO] - [E:294| 1200]: Train Loss:0.0009303, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:07:51,984 - wikidata12k_1n - [INFO] - [E:294| 1300]: Train Loss:0.00093048, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:08:54,957 - wikidata12k_1n - [INFO] - [E:294| 1400]: Train Loss:0.00093062, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:09:57,918 - wikidata12k_1n - [INFO] - [E:294| 1500]: Train Loss:0.00093081, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:11:00,870 - wikidata12k_1n - [INFO] - [E:294| 1600]: Train Loss:0.00093104, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:11:42,021 - wikidata12k_1n - [INFO] - [Epoch:294]: Training Loss:0.0009312 + +2023-05-10 21:11:42,237 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 21:12:03,569 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 21:12:15,926 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 21:12:37,566 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 21:12:49,805 - wikidata12k_1n - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.50688, Head : 0.35677, Avg : 0.43182 + +2023-05-10 21:12:49,806 - wikidata12k_1n - [INFO] - [Epoch 294]: Training Loss: 0.00093122, Valid MRR: 0.4406, + + + +2023-05-10 21:12:50,451 - wikidata12k_1n - [INFO] - [E:295| 0]: Train Loss:0.00093825, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:13:53,399 - wikidata12k_1n - [INFO] - [E:295| 100]: Train Loss:0.00093016, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:14:56,365 - wikidata12k_1n - [INFO] - [E:295| 200]: Train Loss:0.00093303, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:15:59,370 - wikidata12k_1n - [INFO] - [E:295| 300]: Train Loss:0.00093194, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:17:02,319 - wikidata12k_1n - [INFO] - [E:295| 400]: Train Loss:0.00093148, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:18:05,275 - wikidata12k_1n - [INFO] - [E:295| 500]: Train Loss:0.0009307, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:19:08,245 - wikidata12k_1n - [INFO] - [E:295| 600]: Train Loss:0.00093078, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:20:11,223 - wikidata12k_1n - [INFO] - [E:295| 700]: Train Loss:0.00093083, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:21:14,227 - wikidata12k_1n - [INFO] - [E:295| 800]: Train Loss:0.00093135, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:22:17,241 - wikidata12k_1n - [INFO] - [E:295| 900]: Train Loss:0.00093124, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:23:20,152 - wikidata12k_1n - [INFO] - [E:295| 1000]: Train Loss:0.0009314, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:24:23,139 - wikidata12k_1n - [INFO] - [E:295| 1100]: Train Loss:0.00093166, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:25:26,109 - wikidata12k_1n - [INFO] - [E:295| 1200]: Train Loss:0.00093149, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:26:29,046 - wikidata12k_1n - [INFO] - [E:295| 1300]: Train Loss:0.00093139, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:27:32,014 - wikidata12k_1n - [INFO] - [E:295| 1400]: Train Loss:0.00093145, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:28:34,975 - wikidata12k_1n - [INFO] - [E:295| 1500]: Train Loss:0.00093144, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:29:37,962 - wikidata12k_1n - [INFO] - [E:295| 1600]: Train Loss:0.0009314, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:30:19,179 - wikidata12k_1n - [INFO] - [Epoch:295]: Training Loss:0.0009315 + +2023-05-10 21:30:19,394 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 21:30:40,736 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 21:30:53,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 21:31:14,610 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 21:31:26,854 - wikidata12k_1n - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.5048, Head : 0.36004, Avg : 0.43242 + +2023-05-10 21:31:26,854 - wikidata12k_1n - [INFO] - [Epoch 295]: Training Loss: 0.00093151, Valid MRR: 0.4406, + + + +2023-05-10 21:31:27,500 - wikidata12k_1n - [INFO] - [E:296| 0]: Train Loss:0.00090661, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:32:30,456 - wikidata12k_1n - [INFO] - [E:296| 100]: Train Loss:0.00093292, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:33:33,371 - wikidata12k_1n - [INFO] - [E:296| 200]: Train Loss:0.00093045, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:34:36,281 - wikidata12k_1n - [INFO] - [E:296| 300]: Train Loss:0.00093117, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:35:39,258 - wikidata12k_1n - [INFO] - [E:296| 400]: Train Loss:0.00093088, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:36:42,226 - wikidata12k_1n - [INFO] - [E:296| 500]: Train Loss:0.00093111, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:37:45,173 - wikidata12k_1n - [INFO] - [E:296| 600]: Train Loss:0.00093153, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:38:48,247 - wikidata12k_1n - [INFO] - [E:296| 700]: Train Loss:0.00093161, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:39:51,228 - wikidata12k_1n - [INFO] - [E:296| 800]: Train Loss:0.00093147, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:40:54,188 - wikidata12k_1n - [INFO] - [E:296| 900]: Train Loss:0.00093167, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:41:57,139 - wikidata12k_1n - [INFO] - [E:296| 1000]: Train Loss:0.00093148, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:43:00,115 - wikidata12k_1n - [INFO] - [E:296| 1100]: Train Loss:0.00093157, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:44:02,985 - wikidata12k_1n - [INFO] - [E:296| 1200]: Train Loss:0.00093158, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:45:05,938 - wikidata12k_1n - [INFO] - [E:296| 1300]: Train Loss:0.00093123, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:46:08,906 - wikidata12k_1n - [INFO] - [E:296| 1400]: Train Loss:0.00093118, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:47:11,822 - wikidata12k_1n - [INFO] - [E:296| 1500]: Train Loss:0.00093134, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:48:14,787 - wikidata12k_1n - [INFO] - [E:296| 1600]: Train Loss:0.00093163, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:48:55,884 - wikidata12k_1n - [INFO] - [Epoch:296]: Training Loss:0.0009315 + +2023-05-10 21:48:56,101 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 21:49:17,443 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 21:49:29,804 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 21:49:51,319 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 21:50:03,562 - wikidata12k_1n - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.51039, Head : 0.37592, Avg : 0.44315 + +2023-05-10 21:50:04,588 - wikidata12k_1n - [INFO] - [Epoch 296]: Training Loss: 0.00093145, Valid MRR: 0.44315, + + + +2023-05-10 21:50:05,242 - wikidata12k_1n - [INFO] - [E:297| 0]: Train Loss:0.00093363, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:51:08,249 - wikidata12k_1n - [INFO] - [E:297| 100]: Train Loss:0.00093132, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:52:11,204 - wikidata12k_1n - [INFO] - [E:297| 200]: Train Loss:0.00093086, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:53:14,064 - wikidata12k_1n - [INFO] - [E:297| 300]: Train Loss:0.00093166, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:54:16,925 - wikidata12k_1n - [INFO] - [E:297| 400]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:55:19,825 - wikidata12k_1n - [INFO] - [E:297| 500]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:56:22,772 - wikidata12k_1n - [INFO] - [E:297| 600]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:57:25,695 - wikidata12k_1n - [INFO] - [E:297| 700]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:58:28,652 - wikidata12k_1n - [INFO] - [E:297| 800]: Train Loss:0.00093006, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:59:31,577 - wikidata12k_1n - [INFO] - [E:297| 900]: Train Loss:0.00093013, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:00:34,457 - wikidata12k_1n - [INFO] - [E:297| 1000]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:01:37,366 - wikidata12k_1n - [INFO] - [E:297| 1100]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:02:40,278 - wikidata12k_1n - [INFO] - [E:297| 1200]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:03:43,177 - wikidata12k_1n - [INFO] - [E:297| 1300]: Train Loss:0.00093069, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:04:46,167 - wikidata12k_1n - [INFO] - [E:297| 1400]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:05:49,131 - wikidata12k_1n - [INFO] - [E:297| 1500]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:06:52,092 - wikidata12k_1n - [INFO] - [E:297| 1600]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:07:33,252 - wikidata12k_1n - [INFO] - [Epoch:297]: Training Loss:0.0009313 + +2023-05-10 22:07:33,469 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 22:07:54,823 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 22:08:07,184 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 22:08:28,714 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 22:08:40,955 - wikidata12k_1n - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.50412, Head : 0.36984, Avg : 0.43698 + +2023-05-10 22:08:40,955 - wikidata12k_1n - [INFO] - [Epoch 297]: Training Loss: 0.00093126, Valid MRR: 0.44315, + + + +2023-05-10 22:08:41,601 - wikidata12k_1n - [INFO] - [E:298| 0]: Train Loss:0.00091908, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:09:44,578 - wikidata12k_1n - [INFO] - [E:298| 100]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:10:47,577 - wikidata12k_1n - [INFO] - [E:298| 200]: Train Loss:0.00093155, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:11:50,551 - wikidata12k_1n - [INFO] - [E:298| 300]: Train Loss:0.00093124, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:12:53,543 - wikidata12k_1n - [INFO] - [E:298| 400]: Train Loss:0.00093144, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:13:56,607 - wikidata12k_1n - [INFO] - [E:298| 500]: Train Loss:0.00093142, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:14:59,586 - wikidata12k_1n - [INFO] - [E:298| 600]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:16:02,518 - wikidata12k_1n - [INFO] - [E:298| 700]: Train Loss:0.00093096, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:17:05,456 - wikidata12k_1n - [INFO] - [E:298| 800]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:18:08,405 - wikidata12k_1n - [INFO] - [E:298| 900]: Train Loss:0.00093106, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:19:11,400 - wikidata12k_1n - [INFO] - [E:298| 1000]: Train Loss:0.00093126, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:20:14,367 - wikidata12k_1n - [INFO] - [E:298| 1100]: Train Loss:0.00093111, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:21:17,309 - wikidata12k_1n - [INFO] - [E:298| 1200]: Train Loss:0.00093108, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:22:20,259 - wikidata12k_1n - [INFO] - [E:298| 1300]: Train Loss:0.00093099, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:23:23,253 - wikidata12k_1n - [INFO] - [E:298| 1400]: Train Loss:0.00093099, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:24:26,226 - wikidata12k_1n - [INFO] - [E:298| 1500]: Train Loss:0.00093115, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:25:29,192 - wikidata12k_1n - [INFO] - [E:298| 1600]: Train Loss:0.00093105, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:26:10,331 - wikidata12k_1n - [INFO] - [Epoch:298]: Training Loss:0.0009311 + +2023-05-10 22:26:10,548 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 22:26:31,892 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 22:26:44,246 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 22:27:05,760 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 22:27:18,003 - wikidata12k_1n - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.5048, Head : 0.3581, Avg : 0.43145 + +2023-05-10 22:27:18,003 - wikidata12k_1n - [INFO] - [Epoch 298]: Training Loss: 0.00093107, Valid MRR: 0.44315, + + + +2023-05-10 22:27:18,648 - wikidata12k_1n - [INFO] - [E:299| 0]: Train Loss:0.00091746, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:28:21,601 - wikidata12k_1n - [INFO] - [E:299| 100]: Train Loss:0.00092816, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:29:24,573 - wikidata12k_1n - [INFO] - [E:299| 200]: Train Loss:0.00093022, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:30:27,509 - wikidata12k_1n - [INFO] - [E:299| 300]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:31:30,550 - wikidata12k_1n - [INFO] - [E:299| 400]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:32:33,457 - wikidata12k_1n - [INFO] - [E:299| 500]: Train Loss:0.00093097, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:33:36,366 - wikidata12k_1n - [INFO] - [E:299| 600]: Train Loss:0.00093062, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:34:39,325 - wikidata12k_1n - [INFO] - [E:299| 700]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:35:42,274 - wikidata12k_1n - [INFO] - [E:299| 800]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:36:45,218 - wikidata12k_1n - [INFO] - [E:299| 900]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:37:48,168 - wikidata12k_1n - [INFO] - [E:299| 1000]: Train Loss:0.00093097, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:38:51,121 - wikidata12k_1n - [INFO] - [E:299| 1100]: Train Loss:0.00093098, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:39:54,099 - wikidata12k_1n - [INFO] - [E:299| 1200]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:40:57,099 - wikidata12k_1n - [INFO] - [E:299| 1300]: Train Loss:0.00093091, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:42:00,064 - wikidata12k_1n - [INFO] - [E:299| 1400]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:43:02,953 - wikidata12k_1n - [INFO] - [E:299| 1500]: Train Loss:0.00093111, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:44:05,902 - wikidata12k_1n - [INFO] - [E:299| 1600]: Train Loss:0.0009312, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:44:47,047 - wikidata12k_1n - [INFO] - [Epoch:299]: Training Loss:0.0009312 + +2023-05-10 22:44:47,263 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 22:45:08,597 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 22:45:20,961 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 22:45:42,467 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 22:45:54,694 - wikidata12k_1n - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.5077, Head : 0.37314, Avg : 0.44042 + MR: Tail : 801.45, Head : 923.64, Avg : 862.54 + Hit-1: Tail : 0.42666, Head : 0.27771, Avg : 0.35219 + Hit-3: Tail : 0.55142, Head : 0.42493, Avg : 0.48817 + Hit-10: Tail : 0.66033, Head : 0.55062, Avg : 0.60548 +2023-05-10 22:45:54,694 - wikidata12k_1n - [INFO] - [Epoch 299]: Training Loss: 0.00093123, Valid MRR: 0.44315, + + + +2023-05-10 22:45:55,338 - wikidata12k_1n - [INFO] - [E:300| 0]: Train Loss:0.00094064, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:46:58,277 - wikidata12k_1n - [INFO] - [E:300| 100]: Train Loss:0.0009352, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:48:01,174 - wikidata12k_1n - [INFO] - [E:300| 200]: Train Loss:0.00093159, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:49:04,171 - wikidata12k_1n - [INFO] - [E:300| 300]: Train Loss:0.00092985, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:50:07,088 - wikidata12k_1n - [INFO] - [E:300| 400]: Train Loss:0.00093028, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:51:10,051 - wikidata12k_1n - [INFO] - [E:300| 500]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:52:13,021 - wikidata12k_1n - [INFO] - [E:300| 600]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:53:15,953 - wikidata12k_1n - [INFO] - [E:300| 700]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:54:18,913 - wikidata12k_1n - [INFO] - [E:300| 800]: Train Loss:0.00093024, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:55:21,936 - wikidata12k_1n - [INFO] - [E:300| 900]: Train Loss:0.00093081, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:56:24,905 - wikidata12k_1n - [INFO] - [E:300| 1000]: Train Loss:0.00093056, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:57:27,901 - wikidata12k_1n - [INFO] - [E:300| 1100]: Train Loss:0.00093082, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:58:30,886 - wikidata12k_1n - [INFO] - [E:300| 1200]: Train Loss:0.00093068, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:59:33,775 - wikidata12k_1n - [INFO] - [E:300| 1300]: Train Loss:0.00093078, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:00:36,771 - wikidata12k_1n - [INFO] - [E:300| 1400]: Train Loss:0.00093071, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:01:39,703 - wikidata12k_1n - [INFO] - [E:300| 1500]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:02:42,587 - wikidata12k_1n - [INFO] - [E:300| 1600]: Train Loss:0.00093091, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:03:23,674 - wikidata12k_1n - [INFO] - [Epoch:300]: Training Loss:0.0009309 + +2023-05-10 23:03:23,891 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 23:03:45,212 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 23:03:57,548 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 23:04:19,056 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 23:04:31,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.49605, Head : 0.37602, Avg : 0.43603 + +2023-05-10 23:04:31,278 - wikidata12k_1n - [INFO] - [Epoch 300]: Training Loss: 0.00093091, Valid MRR: 0.44315, + + + +2023-05-10 23:04:31,920 - wikidata12k_1n - [INFO] - [E:301| 0]: Train Loss:0.00096251, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:05:34,745 - wikidata12k_1n - [INFO] - [E:301| 100]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:06:37,745 - wikidata12k_1n - [INFO] - [E:301| 200]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:07:40,694 - wikidata12k_1n - [INFO] - [E:301| 300]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:08:43,635 - wikidata12k_1n - [INFO] - [E:301| 400]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:09:46,579 - wikidata12k_1n - [INFO] - [E:301| 500]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:10:49,580 - wikidata12k_1n - [INFO] - [E:301| 600]: Train Loss:0.00093008, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:11:52,536 - wikidata12k_1n - [INFO] - [E:301| 700]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:12:55,475 - wikidata12k_1n - [INFO] - [E:301| 800]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:13:58,455 - wikidata12k_1n - [INFO] - [E:301| 900]: Train Loss:0.00093117, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:15:01,504 - wikidata12k_1n - [INFO] - [E:301| 1000]: Train Loss:0.00093115, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:16:04,510 - wikidata12k_1n - [INFO] - [E:301| 1100]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:17:07,482 - wikidata12k_1n - [INFO] - [E:301| 1200]: Train Loss:0.00093124, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:18:10,456 - wikidata12k_1n - [INFO] - [E:301| 1300]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:19:13,416 - wikidata12k_1n - [INFO] - [E:301| 1400]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:20:16,346 - wikidata12k_1n - [INFO] - [E:301| 1500]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:21:19,341 - wikidata12k_1n - [INFO] - [E:301| 1600]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:22:00,483 - wikidata12k_1n - [INFO] - [Epoch:301]: Training Loss:0.000931 + +2023-05-10 23:22:00,700 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 23:22:22,056 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 23:22:34,408 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 23:22:55,917 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 23:23:08,152 - wikidata12k_1n - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.50703, Head : 0.36928, Avg : 0.43816 + +2023-05-10 23:23:08,152 - wikidata12k_1n - [INFO] - [Epoch 301]: Training Loss: 0.00093102, Valid MRR: 0.44315, + + + +2023-05-10 23:23:08,795 - wikidata12k_1n - [INFO] - [E:302| 0]: Train Loss:0.00097383, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:24:11,803 - wikidata12k_1n - [INFO] - [E:302| 100]: Train Loss:0.00093197, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:25:14,755 - wikidata12k_1n - [INFO] - [E:302| 200]: Train Loss:0.00093106, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:26:17,672 - wikidata12k_1n - [INFO] - [E:302| 300]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:27:20,640 - wikidata12k_1n - [INFO] - [E:302| 400]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:28:23,584 - wikidata12k_1n - [INFO] - [E:302| 500]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:29:26,567 - wikidata12k_1n - [INFO] - [E:302| 600]: Train Loss:0.00093058, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:30:29,481 - wikidata12k_1n - [INFO] - [E:302| 700]: Train Loss:0.0009307, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:31:32,389 - wikidata12k_1n - [INFO] - [E:302| 800]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:32:35,358 - wikidata12k_1n - [INFO] - [E:302| 900]: Train Loss:0.00093061, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:33:38,344 - wikidata12k_1n - [INFO] - [E:302| 1000]: Train Loss:0.00093055, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:34:41,315 - wikidata12k_1n - [INFO] - [E:302| 1100]: Train Loss:0.00093041, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:35:44,275 - wikidata12k_1n - [INFO] - [E:302| 1200]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:36:47,288 - wikidata12k_1n - [INFO] - [E:302| 1300]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:37:50,257 - wikidata12k_1n - [INFO] - [E:302| 1400]: Train Loss:0.00093022, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:38:53,202 - wikidata12k_1n - [INFO] - [E:302| 1500]: Train Loss:0.00093044, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:39:56,162 - wikidata12k_1n - [INFO] - [E:302| 1600]: Train Loss:0.00093061, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:40:37,322 - wikidata12k_1n - [INFO] - [Epoch:302]: Training Loss:0.0009306 + +2023-05-10 23:40:37,539 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 23:40:58,882 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 23:41:11,283 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 23:41:32,861 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 23:41:45,114 - wikidata12k_1n - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.50484, Head : 0.36654, Avg : 0.43569 + +2023-05-10 23:41:45,114 - wikidata12k_1n - [INFO] - [Epoch 302]: Training Loss: 0.00093064, Valid MRR: 0.44315, + + + +2023-05-10 23:41:45,759 - wikidata12k_1n - [INFO] - [E:303| 0]: Train Loss:0.00091735, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:42:48,684 - wikidata12k_1n - [INFO] - [E:303| 100]: Train Loss:0.00092551, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:43:51,606 - wikidata12k_1n - [INFO] - [E:303| 200]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:44:54,478 - wikidata12k_1n - [INFO] - [E:303| 300]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:45:57,426 - wikidata12k_1n - [INFO] - [E:303| 400]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:47:00,445 - wikidata12k_1n - [INFO] - [E:303| 500]: Train Loss:0.00092881, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:48:03,367 - wikidata12k_1n - [INFO] - [E:303| 600]: Train Loss:0.00092906, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:49:06,321 - wikidata12k_1n - [INFO] - [E:303| 700]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:50:09,384 - wikidata12k_1n - [INFO] - [E:303| 800]: Train Loss:0.00092986, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:51:12,361 - wikidata12k_1n - [INFO] - [E:303| 900]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:52:15,323 - wikidata12k_1n - [INFO] - [E:303| 1000]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:53:18,193 - wikidata12k_1n - [INFO] - [E:303| 1100]: Train Loss:0.0009302, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:54:21,098 - wikidata12k_1n - [INFO] - [E:303| 1200]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:55:24,078 - wikidata12k_1n - [INFO] - [E:303| 1300]: Train Loss:0.00093051, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:56:27,044 - wikidata12k_1n - [INFO] - [E:303| 1400]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:57:29,979 - wikidata12k_1n - [INFO] - [E:303| 1500]: Train Loss:0.00093061, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:58:32,943 - wikidata12k_1n - [INFO] - [E:303| 1600]: Train Loss:0.00093051, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:59:14,148 - wikidata12k_1n - [INFO] - [Epoch:303]: Training Loss:0.0009305 + +2023-05-10 23:59:14,364 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 23:59:35,685 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 23:59:48,026 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 00:00:09,527 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 00:00:21,762 - wikidata12k_1n - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.4993, Head : 0.3663, Avg : 0.4328 + +2023-05-11 00:00:21,762 - wikidata12k_1n - [INFO] - [Epoch 303]: Training Loss: 0.00093049, Valid MRR: 0.44315, + + + +2023-05-11 00:00:22,407 - wikidata12k_1n - [INFO] - [E:304| 0]: Train Loss:0.00090015, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:01:25,321 - wikidata12k_1n - [INFO] - [E:304| 100]: Train Loss:0.00092919, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:02:28,238 - wikidata12k_1n - [INFO] - [E:304| 200]: Train Loss:0.00093015, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:03:31,185 - wikidata12k_1n - [INFO] - [E:304| 300]: Train Loss:0.00093037, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:04:34,139 - wikidata12k_1n - [INFO] - [E:304| 400]: Train Loss:0.00092999, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:05:37,108 - wikidata12k_1n - [INFO] - [E:304| 500]: Train Loss:0.0009311, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:06:39,989 - wikidata12k_1n - [INFO] - [E:304| 600]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:07:42,930 - wikidata12k_1n - [INFO] - [E:304| 700]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:08:45,917 - wikidata12k_1n - [INFO] - [E:304| 800]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:09:48,876 - wikidata12k_1n - [INFO] - [E:304| 900]: Train Loss:0.00092977, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:10:51,831 - wikidata12k_1n - [INFO] - [E:304| 1000]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:11:54,769 - wikidata12k_1n - [INFO] - [E:304| 1100]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:12:57,654 - wikidata12k_1n - [INFO] - [E:304| 1200]: Train Loss:0.0009305, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:14:00,570 - wikidata12k_1n - [INFO] - [E:304| 1300]: Train Loss:0.00093087, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:15:03,494 - wikidata12k_1n - [INFO] - [E:304| 1400]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:16:06,428 - wikidata12k_1n - [INFO] - [E:304| 1500]: Train Loss:0.00093059, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:17:09,510 - wikidata12k_1n - [INFO] - [E:304| 1600]: Train Loss:0.0009306, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:17:50,593 - wikidata12k_1n - [INFO] - [Epoch:304]: Training Loss:0.0009305 + +2023-05-11 00:17:50,808 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 00:18:12,129 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 00:18:24,466 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 00:18:45,949 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 00:18:58,181 - wikidata12k_1n - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.49841, Head : 0.36772, Avg : 0.43307 + +2023-05-11 00:18:58,182 - wikidata12k_1n - [INFO] - [Epoch 304]: Training Loss: 0.00093051, Valid MRR: 0.44315, + + + +2023-05-11 00:18:58,826 - wikidata12k_1n - [INFO] - [E:305| 0]: Train Loss:0.00096251, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:20:01,771 - wikidata12k_1n - [INFO] - [E:305| 100]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:21:04,791 - wikidata12k_1n - [INFO] - [E:305| 200]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:22:07,777 - wikidata12k_1n - [INFO] - [E:305| 300]: Train Loss:0.00093124, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:23:10,761 - wikidata12k_1n - [INFO] - [E:305| 400]: Train Loss:0.00093114, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:24:13,736 - wikidata12k_1n - [INFO] - [E:305| 500]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:25:16,832 - wikidata12k_1n - [INFO] - [E:305| 600]: Train Loss:0.00093044, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:26:19,792 - wikidata12k_1n - [INFO] - [E:305| 700]: Train Loss:0.00093006, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:27:22,759 - wikidata12k_1n - [INFO] - [E:305| 800]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:28:25,665 - wikidata12k_1n - [INFO] - [E:305| 900]: Train Loss:0.00093019, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:29:28,613 - wikidata12k_1n - [INFO] - [E:305| 1000]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:30:31,580 - wikidata12k_1n - [INFO] - [E:305| 1100]: Train Loss:0.00093049, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:31:34,563 - wikidata12k_1n - [INFO] - [E:305| 1200]: Train Loss:0.00093062, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:32:37,524 - wikidata12k_1n - [INFO] - [E:305| 1300]: Train Loss:0.00093108, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:33:40,552 - wikidata12k_1n - [INFO] - [E:305| 1400]: Train Loss:0.00093079, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:34:43,470 - wikidata12k_1n - [INFO] - [E:305| 1500]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:35:46,442 - wikidata12k_1n - [INFO] - [E:305| 1600]: Train Loss:0.00093079, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:36:27,604 - wikidata12k_1n - [INFO] - [Epoch:305]: Training Loss:0.0009307 + +2023-05-11 00:36:27,821 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 00:36:49,152 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 00:37:01,509 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 00:37:23,026 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 00:37:35,269 - wikidata12k_1n - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.50199, Head : 0.36788, Avg : 0.43493 + +2023-05-11 00:37:35,269 - wikidata12k_1n - [INFO] - [Epoch 305]: Training Loss: 0.00093066, Valid MRR: 0.44315, + + + +2023-05-11 00:37:35,914 - wikidata12k_1n - [INFO] - [E:306| 0]: Train Loss:0.00091854, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:38:38,907 - wikidata12k_1n - [INFO] - [E:306| 100]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:39:41,797 - wikidata12k_1n - [INFO] - [E:306| 200]: Train Loss:0.00092859, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:40:44,734 - wikidata12k_1n - [INFO] - [E:306| 300]: Train Loss:0.0009302, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:41:47,688 - wikidata12k_1n - [INFO] - [E:306| 400]: Train Loss:0.00093024, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:42:50,774 - wikidata12k_1n - [INFO] - [E:306| 500]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:43:53,753 - wikidata12k_1n - [INFO] - [E:306| 600]: Train Loss:0.00092991, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:44:56,731 - wikidata12k_1n - [INFO] - [E:306| 700]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:45:59,730 - wikidata12k_1n - [INFO] - [E:306| 800]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:47:02,656 - wikidata12k_1n - [INFO] - [E:306| 900]: Train Loss:0.00093009, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:48:05,645 - wikidata12k_1n - [INFO] - [E:306| 1000]: Train Loss:0.00093015, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:49:08,580 - wikidata12k_1n - [INFO] - [E:306| 1100]: Train Loss:0.0009301, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:50:11,508 - wikidata12k_1n - [INFO] - [E:306| 1200]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:51:14,457 - wikidata12k_1n - [INFO] - [E:306| 1300]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:52:17,449 - wikidata12k_1n - [INFO] - [E:306| 1400]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:53:20,405 - wikidata12k_1n - [INFO] - [E:306| 1500]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:54:23,385 - wikidata12k_1n - [INFO] - [E:306| 1600]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:55:04,554 - wikidata12k_1n - [INFO] - [Epoch:306]: Training Loss:0.0009304 + +2023-05-11 00:55:04,772 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 00:55:26,102 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 00:55:38,455 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 00:55:59,966 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 00:56:12,220 - wikidata12k_1n - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.50427, Head : 0.36419, Avg : 0.43423 + +2023-05-11 00:56:12,220 - wikidata12k_1n - [INFO] - [Epoch 306]: Training Loss: 0.00093044, Valid MRR: 0.44315, + + + +2023-05-11 00:56:12,864 - wikidata12k_1n - [INFO] - [E:307| 0]: Train Loss:0.0009177, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:57:15,838 - wikidata12k_1n - [INFO] - [E:307| 100]: Train Loss:0.00093139, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:58:18,756 - wikidata12k_1n - [INFO] - [E:307| 200]: Train Loss:0.00093033, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:59:21,684 - wikidata12k_1n - [INFO] - [E:307| 300]: Train Loss:0.00093033, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:00:24,689 - wikidata12k_1n - [INFO] - [E:307| 400]: Train Loss:0.0009308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:01:27,646 - wikidata12k_1n - [INFO] - [E:307| 500]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:02:30,526 - wikidata12k_1n - [INFO] - [E:307| 600]: Train Loss:0.00093035, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:03:33,433 - wikidata12k_1n - [INFO] - [E:307| 700]: Train Loss:0.00093, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:04:36,331 - wikidata12k_1n - [INFO] - [E:307| 800]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:05:39,284 - wikidata12k_1n - [INFO] - [E:307| 900]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:06:42,231 - wikidata12k_1n - [INFO] - [E:307| 1000]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:07:45,164 - wikidata12k_1n - [INFO] - [E:307| 1100]: Train Loss:0.00093034, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:08:48,127 - wikidata12k_1n - [INFO] - [E:307| 1200]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:09:51,029 - wikidata12k_1n - [INFO] - [E:307| 1300]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:10:53,897 - wikidata12k_1n - [INFO] - [E:307| 1400]: Train Loss:0.00093021, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:11:56,789 - wikidata12k_1n - [INFO] - [E:307| 1500]: Train Loss:0.00093037, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:12:59,691 - wikidata12k_1n - [INFO] - [E:307| 1600]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:13:40,781 - wikidata12k_1n - [INFO] - [Epoch:307]: Training Loss:0.0009303 + +2023-05-11 01:13:40,998 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 01:14:02,324 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 01:14:14,673 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 01:14:36,162 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 01:14:48,390 - wikidata12k_1n - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.4954, Head : 0.36415, Avg : 0.42977 + +2023-05-11 01:14:48,390 - wikidata12k_1n - [INFO] - [Epoch 307]: Training Loss: 0.00093029, Valid MRR: 0.44315, + + + +2023-05-11 01:14:49,053 - wikidata12k_1n - [INFO] - [E:308| 0]: Train Loss:0.00093366, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:15:52,039 - wikidata12k_1n - [INFO] - [E:308| 100]: Train Loss:0.00093202, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:16:55,091 - wikidata12k_1n - [INFO] - [E:308| 200]: Train Loss:0.00093307, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:17:58,156 - wikidata12k_1n - [INFO] - [E:308| 300]: Train Loss:0.0009321, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:19:01,144 - wikidata12k_1n - [INFO] - [E:308| 400]: Train Loss:0.00093177, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:20:04,124 - wikidata12k_1n - [INFO] - [E:308| 500]: Train Loss:0.00093126, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:21:07,066 - wikidata12k_1n - [INFO] - [E:308| 600]: Train Loss:0.00093088, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:22:09,977 - wikidata12k_1n - [INFO] - [E:308| 700]: Train Loss:0.00093085, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:23:12,899 - wikidata12k_1n - [INFO] - [E:308| 800]: Train Loss:0.0009306, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:24:15,793 - wikidata12k_1n - [INFO] - [E:308| 900]: Train Loss:0.00093041, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:25:18,654 - wikidata12k_1n - [INFO] - [E:308| 1000]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:26:21,600 - wikidata12k_1n - [INFO] - [E:308| 1100]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:27:24,550 - wikidata12k_1n - [INFO] - [E:308| 1200]: Train Loss:0.00093029, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:28:27,513 - wikidata12k_1n - [INFO] - [E:308| 1300]: Train Loss:0.00093042, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:29:30,504 - wikidata12k_1n - [INFO] - [E:308| 1400]: Train Loss:0.00093056, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:30:33,521 - wikidata12k_1n - [INFO] - [E:308| 1500]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:31:36,441 - wikidata12k_1n - [INFO] - [E:308| 1600]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:32:17,555 - wikidata12k_1n - [INFO] - [Epoch:308]: Training Loss:0.0009304 + +2023-05-11 01:32:17,772 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 01:32:39,108 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 01:32:51,464 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 01:33:12,990 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 01:33:25,222 - wikidata12k_1n - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.49635, Head : 0.36939, Avg : 0.43287 + +2023-05-11 01:33:25,222 - wikidata12k_1n - [INFO] - [Epoch 308]: Training Loss: 0.00093038, Valid MRR: 0.44315, + + + +2023-05-11 01:33:25,868 - wikidata12k_1n - [INFO] - [E:309| 0]: Train Loss:0.00092534, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:34:28,726 - wikidata12k_1n - [INFO] - [E:309| 100]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:35:31,750 - wikidata12k_1n - [INFO] - [E:309| 200]: Train Loss:0.00092937, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:36:34,728 - wikidata12k_1n - [INFO] - [E:309| 300]: Train Loss:0.00092987, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:37:37,642 - wikidata12k_1n - [INFO] - [E:309| 400]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:38:40,622 - wikidata12k_1n - [INFO] - [E:309| 500]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:39:43,551 - wikidata12k_1n - [INFO] - [E:309| 600]: Train Loss:0.00093068, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:40:46,428 - wikidata12k_1n - [INFO] - [E:309| 700]: Train Loss:0.00093011, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:41:49,358 - wikidata12k_1n - [INFO] - [E:309| 800]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:42:52,295 - wikidata12k_1n - [INFO] - [E:309| 900]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:43:55,233 - wikidata12k_1n - [INFO] - [E:309| 1000]: Train Loss:0.00093001, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:44:58,210 - wikidata12k_1n - [INFO] - [E:309| 1100]: Train Loss:0.00092999, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:46:01,177 - wikidata12k_1n - [INFO] - [E:309| 1200]: Train Loss:0.00092984, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:47:04,112 - wikidata12k_1n - [INFO] - [E:309| 1300]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:48:07,025 - wikidata12k_1n - [INFO] - [E:309| 1400]: Train Loss:0.00092981, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:49:09,902 - wikidata12k_1n - [INFO] - [E:309| 1500]: Train Loss:0.00093015, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:50:12,864 - wikidata12k_1n - [INFO] - [E:309| 1600]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:50:53,982 - wikidata12k_1n - [INFO] - [Epoch:309]: Training Loss:0.0009305 + +2023-05-11 01:50:54,198 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 01:51:15,554 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 01:51:27,912 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 01:51:49,433 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 01:52:01,691 - wikidata12k_1n - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.50405, Head : 0.36331, Avg : 0.43368 + MR: Tail : 812.12, Head : 948.19, Avg : 880.15 + Hit-1: Tail : 0.42171, Head : 0.26059, Avg : 0.34115 + Hit-3: Tail : 0.55359, Head : 0.42696, Avg : 0.49028 + Hit-10: Tail : 0.65934, Head : 0.55161, Avg : 0.60548 +2023-05-11 01:52:01,691 - wikidata12k_1n - [INFO] - [Epoch 309]: Training Loss: 0.00093055, Valid MRR: 0.44315, + + + +2023-05-11 01:52:02,341 - wikidata12k_1n - [INFO] - [E:310| 0]: Train Loss:0.0009554, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:53:05,411 - wikidata12k_1n - [INFO] - [E:310| 100]: Train Loss:0.00093115, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:54:08,338 - wikidata12k_1n - [INFO] - [E:310| 200]: Train Loss:0.00093097, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:55:11,227 - wikidata12k_1n - [INFO] - [E:310| 300]: Train Loss:0.00093197, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:56:14,131 - wikidata12k_1n - [INFO] - [E:310| 400]: Train Loss:0.00093137, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:57:17,097 - wikidata12k_1n - [INFO] - [E:310| 500]: Train Loss:0.00093187, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:58:20,083 - wikidata12k_1n - [INFO] - [E:310| 600]: Train Loss:0.00093188, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:59:23,092 - wikidata12k_1n - [INFO] - [E:310| 700]: Train Loss:0.00093226, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:00:26,068 - wikidata12k_1n - [INFO] - [E:310| 800]: Train Loss:0.00093196, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:01:29,129 - wikidata12k_1n - [INFO] - [E:310| 900]: Train Loss:0.00093148, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:02:32,074 - wikidata12k_1n - [INFO] - [E:310| 1000]: Train Loss:0.00093133, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:03:35,063 - wikidata12k_1n - [INFO] - [E:310| 1100]: Train Loss:0.00093129, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:04:38,048 - wikidata12k_1n - [INFO] - [E:310| 1200]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:05:41,031 - wikidata12k_1n - [INFO] - [E:310| 1300]: Train Loss:0.00093093, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:06:43,989 - wikidata12k_1n - [INFO] - [E:310| 1400]: Train Loss:0.00093096, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:07:46,962 - wikidata12k_1n - [INFO] - [E:310| 1500]: Train Loss:0.00093076, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:08:49,953 - wikidata12k_1n - [INFO] - [E:310| 1600]: Train Loss:0.00093067, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:09:31,095 - wikidata12k_1n - [INFO] - [Epoch:310]: Training Loss:0.0009305 + +2023-05-11 02:09:31,311 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 02:09:52,658 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 02:10:05,044 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 02:10:26,552 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 02:10:38,778 - wikidata12k_1n - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.50159, Head : 0.36199, Avg : 0.43179 + +2023-05-11 02:10:38,778 - wikidata12k_1n - [INFO] - [Epoch 310]: Training Loss: 0.00093049, Valid MRR: 0.44315, + + + +2023-05-11 02:10:39,423 - wikidata12k_1n - [INFO] - [E:311| 0]: Train Loss:0.00091257, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:11:42,388 - wikidata12k_1n - [INFO] - [E:311| 100]: Train Loss:0.00093384, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:12:45,366 - wikidata12k_1n - [INFO] - [E:311| 200]: Train Loss:0.00093199, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:13:48,279 - wikidata12k_1n - [INFO] - [E:311| 300]: Train Loss:0.00093082, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:14:51,197 - wikidata12k_1n - [INFO] - [E:311| 400]: Train Loss:0.00093094, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:15:54,138 - wikidata12k_1n - [INFO] - [E:311| 500]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:16:57,111 - wikidata12k_1n - [INFO] - [E:311| 600]: Train Loss:0.00093105, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:18:00,045 - wikidata12k_1n - [INFO] - [E:311| 700]: Train Loss:0.00093122, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:19:03,076 - wikidata12k_1n - [INFO] - [E:311| 800]: Train Loss:0.00093099, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:20:06,048 - wikidata12k_1n - [INFO] - [E:311| 900]: Train Loss:0.00093109, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:21:09,009 - wikidata12k_1n - [INFO] - [E:311| 1000]: Train Loss:0.00093092, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:22:11,928 - wikidata12k_1n - [INFO] - [E:311| 1100]: Train Loss:0.00093084, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:23:14,851 - wikidata12k_1n - [INFO] - [E:311| 1200]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:24:17,752 - wikidata12k_1n - [INFO] - [E:311| 1300]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:25:20,656 - wikidata12k_1n - [INFO] - [E:311| 1400]: Train Loss:0.00093086, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:26:23,633 - wikidata12k_1n - [INFO] - [E:311| 1500]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:27:26,467 - wikidata12k_1n - [INFO] - [E:311| 1600]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:28:07,684 - wikidata12k_1n - [INFO] - [Epoch:311]: Training Loss:0.0009303 + +2023-05-11 02:28:07,901 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 02:28:29,242 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 02:28:41,598 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 02:29:03,131 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 02:29:15,367 - wikidata12k_1n - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.49779, Head : 0.35596, Avg : 0.42687 + +2023-05-11 02:29:15,367 - wikidata12k_1n - [INFO] - [Epoch 311]: Training Loss: 0.00093033, Valid MRR: 0.44315, + + + +2023-05-11 02:29:16,010 - wikidata12k_1n - [INFO] - [E:312| 0]: Train Loss:0.00090903, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:30:19,008 - wikidata12k_1n - [INFO] - [E:312| 100]: Train Loss:0.00093455, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:31:21,986 - wikidata12k_1n - [INFO] - [E:312| 200]: Train Loss:0.00093234, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:32:24,903 - wikidata12k_1n - [INFO] - [E:312| 300]: Train Loss:0.00093176, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:33:27,784 - wikidata12k_1n - [INFO] - [E:312| 400]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:34:30,682 - wikidata12k_1n - [INFO] - [E:312| 500]: Train Loss:0.00093081, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:35:33,610 - wikidata12k_1n - [INFO] - [E:312| 600]: Train Loss:0.00093094, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:36:36,689 - wikidata12k_1n - [INFO] - [E:312| 700]: Train Loss:0.00093087, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:37:39,690 - wikidata12k_1n - [INFO] - [E:312| 800]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:38:42,676 - wikidata12k_1n - [INFO] - [E:312| 900]: Train Loss:0.00093033, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:39:45,625 - wikidata12k_1n - [INFO] - [E:312| 1000]: Train Loss:0.00093031, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:40:48,514 - wikidata12k_1n - [INFO] - [E:312| 1100]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:41:51,462 - wikidata12k_1n - [INFO] - [E:312| 1200]: Train Loss:0.0009308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:42:54,377 - wikidata12k_1n - [INFO] - [E:312| 1300]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:43:57,332 - wikidata12k_1n - [INFO] - [E:312| 1400]: Train Loss:0.0009305, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:45:00,276 - wikidata12k_1n - [INFO] - [E:312| 1500]: Train Loss:0.00093038, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:46:03,296 - wikidata12k_1n - [INFO] - [E:312| 1600]: Train Loss:0.00093017, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:46:44,425 - wikidata12k_1n - [INFO] - [Epoch:312]: Training Loss:0.0009302 + +2023-05-11 02:46:44,642 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 02:47:05,990 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 02:47:18,335 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 02:47:39,840 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 02:47:52,070 - wikidata12k_1n - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.49929, Head : 0.3543, Avg : 0.42679 + +2023-05-11 02:47:52,070 - wikidata12k_1n - [INFO] - [Epoch 312]: Training Loss: 0.00093016, Valid MRR: 0.44315, + + + +2023-05-11 02:47:52,715 - wikidata12k_1n - [INFO] - [E:313| 0]: Train Loss:0.00090356, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:48:55,682 - wikidata12k_1n - [INFO] - [E:313| 100]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:49:58,735 - wikidata12k_1n - [INFO] - [E:313| 200]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:51:01,756 - wikidata12k_1n - [INFO] - [E:313| 300]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:52:04,741 - wikidata12k_1n - [INFO] - [E:313| 400]: Train Loss:0.0009294, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:53:07,695 - wikidata12k_1n - [INFO] - [E:313| 500]: Train Loss:0.00092955, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:54:10,714 - wikidata12k_1n - [INFO] - [E:313| 600]: Train Loss:0.00092979, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:55:13,678 - wikidata12k_1n - [INFO] - [E:313| 700]: Train Loss:0.00092985, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:56:16,698 - wikidata12k_1n - [INFO] - [E:313| 800]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:57:19,563 - wikidata12k_1n - [INFO] - [E:313| 900]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:58:22,464 - wikidata12k_1n - [INFO] - [E:313| 1000]: Train Loss:0.00092991, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:59:25,466 - wikidata12k_1n - [INFO] - [E:313| 1100]: Train Loss:0.00092974, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:00:28,444 - wikidata12k_1n - [INFO] - [E:313| 1200]: Train Loss:0.00093001, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:01:31,406 - wikidata12k_1n - [INFO] - [E:313| 1300]: Train Loss:0.00092977, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:02:34,390 - wikidata12k_1n - [INFO] - [E:313| 1400]: Train Loss:0.00093005, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:03:37,394 - wikidata12k_1n - [INFO] - [E:313| 1500]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:04:40,282 - wikidata12k_1n - [INFO] - [E:313| 1600]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:05:21,374 - wikidata12k_1n - [INFO] - [Epoch:313]: Training Loss:0.0009301 + +2023-05-11 03:05:21,591 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 03:05:42,929 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 03:05:55,297 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 03:06:16,812 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 03:06:29,055 - wikidata12k_1n - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.50539, Head : 0.37021, Avg : 0.4378 + +2023-05-11 03:06:29,055 - wikidata12k_1n - [INFO] - [Epoch 313]: Training Loss: 0.00093005, Valid MRR: 0.44315, + + + +2023-05-11 03:06:29,698 - wikidata12k_1n - [INFO] - [E:314| 0]: Train Loss:0.00090462, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:07:32,686 - wikidata12k_1n - [INFO] - [E:314| 100]: Train Loss:0.00093462, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:08:35,677 - wikidata12k_1n - [INFO] - [E:314| 200]: Train Loss:0.00093173, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:09:38,653 - wikidata12k_1n - [INFO] - [E:314| 300]: Train Loss:0.00093133, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:10:41,648 - wikidata12k_1n - [INFO] - [E:314| 400]: Train Loss:0.00093035, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:11:44,696 - wikidata12k_1n - [INFO] - [E:314| 500]: Train Loss:0.00093013, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:12:47,696 - wikidata12k_1n - [INFO] - [E:314| 600]: Train Loss:0.00093012, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:13:50,652 - wikidata12k_1n - [INFO] - [E:314| 700]: Train Loss:0.00092992, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:14:53,652 - wikidata12k_1n - [INFO] - [E:314| 800]: Train Loss:0.00093014, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:15:56,645 - wikidata12k_1n - [INFO] - [E:314| 900]: Train Loss:0.00092964, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:16:59,639 - wikidata12k_1n - [INFO] - [E:314| 1000]: Train Loss:0.00092981, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:18:02,574 - wikidata12k_1n - [INFO] - [E:314| 1100]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:19:05,550 - wikidata12k_1n - [INFO] - [E:314| 1200]: Train Loss:0.00092973, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:20:08,500 - wikidata12k_1n - [INFO] - [E:314| 1300]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:21:11,558 - wikidata12k_1n - [INFO] - [E:314| 1400]: Train Loss:0.00092989, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:22:14,531 - wikidata12k_1n - [INFO] - [E:314| 1500]: Train Loss:0.00093008, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:23:17,516 - wikidata12k_1n - [INFO] - [E:314| 1600]: Train Loss:0.0009301, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:23:58,686 - wikidata12k_1n - [INFO] - [Epoch:314]: Training Loss:0.0009301 + +2023-05-11 03:23:58,902 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 03:24:20,246 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 03:24:32,609 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 03:24:54,142 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 03:25:06,380 - wikidata12k_1n - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.50672, Head : 0.35864, Avg : 0.43268 + +2023-05-11 03:25:06,380 - wikidata12k_1n - [INFO] - [Epoch 314]: Training Loss: 0.00093014, Valid MRR: 0.44315, + + + +2023-05-11 03:25:07,025 - wikidata12k_1n - [INFO] - [E:315| 0]: Train Loss:0.00093484, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:26:09,993 - wikidata12k_1n - [INFO] - [E:315| 100]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:27:12,903 - wikidata12k_1n - [INFO] - [E:315| 200]: Train Loss:0.00092762, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:28:15,853 - wikidata12k_1n - [INFO] - [E:315| 300]: Train Loss:0.00092825, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:29:18,872 - wikidata12k_1n - [INFO] - [E:315| 400]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:30:21,847 - wikidata12k_1n - [INFO] - [E:315| 500]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:31:24,810 - wikidata12k_1n - [INFO] - [E:315| 600]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:32:27,732 - wikidata12k_1n - [INFO] - [E:315| 700]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:33:30,639 - wikidata12k_1n - [INFO] - [E:315| 800]: Train Loss:0.00092929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:34:33,570 - wikidata12k_1n - [INFO] - [E:315| 900]: Train Loss:0.0009292, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:35:36,457 - wikidata12k_1n - [INFO] - [E:315| 1000]: Train Loss:0.00092933, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:36:39,348 - wikidata12k_1n - [INFO] - [E:315| 1100]: Train Loss:0.00092949, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:37:42,314 - wikidata12k_1n - [INFO] - [E:315| 1200]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:38:45,265 - wikidata12k_1n - [INFO] - [E:315| 1300]: Train Loss:0.00092953, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:39:48,193 - wikidata12k_1n - [INFO] - [E:315| 1400]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:40:51,119 - wikidata12k_1n - [INFO] - [E:315| 1500]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:41:53,996 - wikidata12k_1n - [INFO] - [E:315| 1600]: Train Loss:0.00092988, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:42:35,146 - wikidata12k_1n - [INFO] - [Epoch:315]: Training Loss:0.0009301 + +2023-05-11 03:42:35,363 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 03:42:56,724 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 03:43:09,074 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 03:43:30,592 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 03:43:42,837 - wikidata12k_1n - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.50906, Head : 0.36455, Avg : 0.43681 + +2023-05-11 03:43:42,837 - wikidata12k_1n - [INFO] - [Epoch 315]: Training Loss: 0.00093007, Valid MRR: 0.44315, + + + +2023-05-11 03:43:43,483 - wikidata12k_1n - [INFO] - [E:316| 0]: Train Loss:0.00096548, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:44:46,463 - wikidata12k_1n - [INFO] - [E:316| 100]: Train Loss:0.00092773, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:45:49,417 - wikidata12k_1n - [INFO] - [E:316| 200]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:46:52,492 - wikidata12k_1n - [INFO] - [E:316| 300]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:47:55,456 - wikidata12k_1n - [INFO] - [E:316| 400]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:48:58,387 - wikidata12k_1n - [INFO] - [E:316| 500]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:50:01,298 - wikidata12k_1n - [INFO] - [E:316| 600]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:51:04,179 - wikidata12k_1n - [INFO] - [E:316| 700]: Train Loss:0.00092912, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:52:07,109 - wikidata12k_1n - [INFO] - [E:316| 800]: Train Loss:0.0009293, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:53:09,957 - wikidata12k_1n - [INFO] - [E:316| 900]: Train Loss:0.0009292, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:54:12,921 - wikidata12k_1n - [INFO] - [E:316| 1000]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:55:15,930 - wikidata12k_1n - [INFO] - [E:316| 1100]: Train Loss:0.00092925, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:56:18,872 - wikidata12k_1n - [INFO] - [E:316| 1200]: Train Loss:0.00092924, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:57:21,808 - wikidata12k_1n - [INFO] - [E:316| 1300]: Train Loss:0.0009296, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:58:24,785 - wikidata12k_1n - [INFO] - [E:316| 1400]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:59:27,692 - wikidata12k_1n - [INFO] - [E:316| 1500]: Train Loss:0.00092947, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:00:30,677 - wikidata12k_1n - [INFO] - [E:316| 1600]: Train Loss:0.00092953, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:01:11,831 - wikidata12k_1n - [INFO] - [Epoch:316]: Training Loss:0.0009298 + +2023-05-11 04:01:12,047 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 04:01:33,393 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 04:01:45,758 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 04:02:07,292 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 04:02:19,529 - wikidata12k_1n - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.50167, Head : 0.36627, Avg : 0.43397 + +2023-05-11 04:02:19,529 - wikidata12k_1n - [INFO] - [Epoch 316]: Training Loss: 0.00092978, Valid MRR: 0.44315, + + + +2023-05-11 04:02:20,175 - wikidata12k_1n - [INFO] - [E:317| 0]: Train Loss:0.00095845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:03:23,161 - wikidata12k_1n - [INFO] - [E:317| 100]: Train Loss:0.00093154, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:04:26,136 - wikidata12k_1n - [INFO] - [E:317| 200]: Train Loss:0.0009302, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:05:29,122 - wikidata12k_1n - [INFO] - [E:317| 300]: Train Loss:0.0009301, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:06:32,041 - wikidata12k_1n - [INFO] - [E:317| 400]: Train Loss:0.00093024, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:07:34,974 - wikidata12k_1n - [INFO] - [E:317| 500]: Train Loss:0.00093059, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:08:37,945 - wikidata12k_1n - [INFO] - [E:317| 600]: Train Loss:0.00093091, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:09:40,818 - wikidata12k_1n - [INFO] - [E:317| 700]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:10:43,675 - wikidata12k_1n - [INFO] - [E:317| 800]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:11:46,538 - wikidata12k_1n - [INFO] - [E:317| 900]: Train Loss:0.0009307, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:12:49,478 - wikidata12k_1n - [INFO] - [E:317| 1000]: Train Loss:0.0009307, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:13:52,436 - wikidata12k_1n - [INFO] - [E:317| 1100]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:14:55,331 - wikidata12k_1n - [INFO] - [E:317| 1200]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:15:58,261 - wikidata12k_1n - [INFO] - [E:317| 1300]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:17:01,233 - wikidata12k_1n - [INFO] - [E:317| 1400]: Train Loss:0.00093051, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:18:04,197 - wikidata12k_1n - [INFO] - [E:317| 1500]: Train Loss:0.00093022, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:19:07,156 - wikidata12k_1n - [INFO] - [E:317| 1600]: Train Loss:0.00093038, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:19:48,258 - wikidata12k_1n - [INFO] - [Epoch:317]: Training Loss:0.0009302 + +2023-05-11 04:19:48,474 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 04:20:09,790 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 04:20:22,129 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 04:20:43,614 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 04:20:55,843 - wikidata12k_1n - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.50327, Head : 0.36651, Avg : 0.43489 + +2023-05-11 04:20:55,843 - wikidata12k_1n - [INFO] - [Epoch 317]: Training Loss: 0.00093025, Valid MRR: 0.44315, + + + +2023-05-11 04:20:56,487 - wikidata12k_1n - [INFO] - [E:318| 0]: Train Loss:0.00091186, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:21:59,510 - wikidata12k_1n - [INFO] - [E:318| 100]: Train Loss:0.0009297, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:23:02,520 - wikidata12k_1n - [INFO] - [E:318| 200]: Train Loss:0.00093027, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:24:05,440 - wikidata12k_1n - [INFO] - [E:318| 300]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:25:08,297 - wikidata12k_1n - [INFO] - [E:318| 400]: Train Loss:0.0009293, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:26:11,200 - wikidata12k_1n - [INFO] - [E:318| 500]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:27:14,102 - wikidata12k_1n - [INFO] - [E:318| 600]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:28:16,976 - wikidata12k_1n - [INFO] - [E:318| 700]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:29:19,954 - wikidata12k_1n - [INFO] - [E:318| 800]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:30:23,003 - wikidata12k_1n - [INFO] - [E:318| 900]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:31:26,031 - wikidata12k_1n - [INFO] - [E:318| 1000]: Train Loss:0.00092926, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:32:29,008 - wikidata12k_1n - [INFO] - [E:318| 1100]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:33:31,980 - wikidata12k_1n - [INFO] - [E:318| 1200]: Train Loss:0.00092961, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:34:34,951 - wikidata12k_1n - [INFO] - [E:318| 1300]: Train Loss:0.00092955, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:35:37,921 - wikidata12k_1n - [INFO] - [E:318| 1400]: Train Loss:0.0009296, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:36:40,877 - wikidata12k_1n - [INFO] - [E:318| 1500]: Train Loss:0.00092946, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:37:43,823 - wikidata12k_1n - [INFO] - [E:318| 1600]: Train Loss:0.00092965, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:38:24,920 - wikidata12k_1n - [INFO] - [Epoch:318]: Training Loss:0.0009298 + +2023-05-11 04:38:25,137 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 04:38:46,456 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 04:38:58,814 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 04:39:20,378 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 04:39:32,597 - wikidata12k_1n - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.51335, Head : 0.36997, Avg : 0.44166 + +2023-05-11 04:39:32,597 - wikidata12k_1n - [INFO] - [Epoch 318]: Training Loss: 0.0009298, Valid MRR: 0.44315, + + + +2023-05-11 04:39:33,242 - wikidata12k_1n - [INFO] - [E:319| 0]: Train Loss:0.00093893, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:40:36,249 - wikidata12k_1n - [INFO] - [E:319| 100]: Train Loss:0.00093058, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:41:39,149 - wikidata12k_1n - [INFO] - [E:319| 200]: Train Loss:0.00093136, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:42:42,057 - wikidata12k_1n - [INFO] - [E:319| 300]: Train Loss:0.00093191, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:43:44,953 - wikidata12k_1n - [INFO] - [E:319| 400]: Train Loss:0.0009315, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:44:47,814 - wikidata12k_1n - [INFO] - [E:319| 500]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:45:50,692 - wikidata12k_1n - [INFO] - [E:319| 600]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:46:53,644 - wikidata12k_1n - [INFO] - [E:319| 700]: Train Loss:0.00092975, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:47:56,578 - wikidata12k_1n - [INFO] - [E:319| 800]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:48:59,535 - wikidata12k_1n - [INFO] - [E:319| 900]: Train Loss:0.00093001, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:50:02,461 - wikidata12k_1n - [INFO] - [E:319| 1000]: Train Loss:0.00093011, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:51:05,412 - wikidata12k_1n - [INFO] - [E:319| 1100]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:52:08,392 - wikidata12k_1n - [INFO] - [E:319| 1200]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:53:11,337 - wikidata12k_1n - [INFO] - [E:319| 1300]: Train Loss:0.00093035, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:54:14,310 - wikidata12k_1n - [INFO] - [E:319| 1400]: Train Loss:0.00093036, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:55:17,215 - wikidata12k_1n - [INFO] - [E:319| 1500]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:56:20,185 - wikidata12k_1n - [INFO] - [E:319| 1600]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:57:01,428 - wikidata12k_1n - [INFO] - [Epoch:319]: Training Loss:0.0009298 + +2023-05-11 04:57:01,644 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 04:57:22,979 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 04:57:35,339 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 04:57:56,884 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 04:58:09,126 - wikidata12k_1n - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.50379, Head : 0.36992, Avg : 0.43685 + MR: Tail : 796.78, Head : 957.64, Avg : 877.21 + Hit-1: Tail : 0.42102, Head : 0.27237, Avg : 0.34669 + Hit-3: Tail : 0.55067, Head : 0.4184, Avg : 0.48454 + Hit-10: Tail : 0.659, Head : 0.55364, Avg : 0.60632 +2023-05-11 04:58:09,126 - wikidata12k_1n - [INFO] - [Epoch 319]: Training Loss: 0.00092985, Valid MRR: 0.44315, + + + +2023-05-11 04:58:09,771 - wikidata12k_1n - [INFO] - [E:320| 0]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:59:12,736 - wikidata12k_1n - [INFO] - [E:320| 100]: Train Loss:0.00093186, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:00:15,714 - wikidata12k_1n - [INFO] - [E:320| 200]: Train Loss:0.00093155, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:01:18,688 - wikidata12k_1n - [INFO] - [E:320| 300]: Train Loss:0.00093012, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:02:21,646 - wikidata12k_1n - [INFO] - [E:320| 400]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:03:24,619 - wikidata12k_1n - [INFO] - [E:320| 500]: Train Loss:0.00092974, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:04:27,602 - wikidata12k_1n - [INFO] - [E:320| 600]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:05:30,686 - wikidata12k_1n - [INFO] - [E:320| 700]: Train Loss:0.00093039, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:06:33,606 - wikidata12k_1n - [INFO] - [E:320| 800]: Train Loss:0.00093008, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:07:36,511 - wikidata12k_1n - [INFO] - [E:320| 900]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:08:39,422 - wikidata12k_1n - [INFO] - [E:320| 1000]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:09:42,306 - wikidata12k_1n - [INFO] - [E:320| 1100]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:10:33,502 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-11 05:10:45,244 - wikidata12k_1n - [INFO] - [E:320| 1200]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:10:48,140 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 05:11:46,840 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 05:11:48,233 - wikidata12k_1n - [INFO] - [E:320| 1300]: Train Loss:0.00092983, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:12:16,839 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-11 05:12:51,197 - wikidata12k_1n - [INFO] - [E:320| 1400]: Train Loss:0.00092988, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:13:15,718 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-11 05:13:45,102 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47608, Head : 0.32707, Avg : 0.40157 + MR: Tail : 967.41, Head : 1027.6, Avg : 997.52 + Hit-1: Tail : 0.38981, Head : 0.23735, Avg : 0.31358 + Hit-3: Tail : 0.53209, Head : 0.36153, Avg : 0.44681 + Hit-10: Tail : 0.63276, Head : 0.51072, Avg : 0.57174 +2023-05-11 05:13:54,030 - wikidata12k_1n - [INFO] - [E:320| 1500]: Train Loss:0.00092994, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:14:56,908 - wikidata12k_1n - [INFO] - [E:320| 1600]: Train Loss:0.00092986, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:15:38,050 - wikidata12k_1n - [INFO] - [Epoch:320]: Training Loss:0.0009298 + +2023-05-11 05:15:38,268 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 05:15:59,645 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 05:16:12,007 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 05:16:33,520 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 05:16:45,768 - wikidata12k_1n - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.50799, Head : 0.30454, Avg : 0.40626 + +2023-05-11 05:16:45,768 - wikidata12k_1n - [INFO] - [Epoch 320]: Training Loss: 0.00092975, Valid MRR: 0.44315, + + + +2023-05-11 05:16:46,412 - wikidata12k_1n - [INFO] - [E:321| 0]: Train Loss:0.00090914, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:17:49,395 - wikidata12k_1n - [INFO] - [E:321| 100]: Train Loss:0.00092672, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:18:52,366 - wikidata12k_1n - [INFO] - [E:321| 200]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:19:55,324 - wikidata12k_1n - [INFO] - [E:321| 300]: Train Loss:0.0009277, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:20:58,281 - wikidata12k_1n - [INFO] - [E:321| 400]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:22:01,267 - wikidata12k_1n - [INFO] - [E:321| 500]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:23:04,195 - wikidata12k_1n - [INFO] - [E:321| 600]: Train Loss:0.00092831, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:24:07,118 - wikidata12k_1n - [INFO] - [E:321| 700]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:25:10,240 - wikidata12k_1n - [INFO] - [E:321| 800]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:26:13,205 - wikidata12k_1n - [INFO] - [E:321| 900]: Train Loss:0.00092996, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:27:16,133 - wikidata12k_1n - [INFO] - [E:321| 1000]: Train Loss:0.00092975, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:28:19,105 - wikidata12k_1n - [INFO] - [E:321| 1100]: Train Loss:0.00093006, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:29:22,028 - wikidata12k_1n - [INFO] - [E:321| 1200]: Train Loss:0.00093023, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:30:24,936 - wikidata12k_1n - [INFO] - [E:321| 1300]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:31:27,869 - wikidata12k_1n - [INFO] - [E:321| 1400]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:32:30,804 - wikidata12k_1n - [INFO] - [E:321| 1500]: Train Loss:0.00092994, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:33:33,774 - wikidata12k_1n - [INFO] - [E:321| 1600]: Train Loss:0.00092987, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:34:15,002 - wikidata12k_1n - [INFO] - [Epoch:321]: Training Loss:0.0009298 + +2023-05-11 05:34:15,219 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 05:34:36,565 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 05:34:48,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 05:35:10,433 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 05:35:22,661 - wikidata12k_1n - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.50035, Head : 0.36701, Avg : 0.43368 + +2023-05-11 05:35:22,661 - wikidata12k_1n - [INFO] - [Epoch 321]: Training Loss: 0.00092981, Valid MRR: 0.44315, + + + +2023-05-11 05:35:23,314 - wikidata12k_1n - [INFO] - [E:322| 0]: Train Loss:0.00093032, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:36:26,290 - wikidata12k_1n - [INFO] - [E:322| 100]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:37:29,253 - wikidata12k_1n - [INFO] - [E:322| 200]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:38:32,246 - wikidata12k_1n - [INFO] - [E:322| 300]: Train Loss:0.00093029, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:39:35,116 - wikidata12k_1n - [INFO] - [E:322| 400]: Train Loss:0.00092994, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:40:38,114 - wikidata12k_1n - [INFO] - [E:322| 500]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:41:41,030 - wikidata12k_1n - [INFO] - [E:322| 600]: Train Loss:0.00092958, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:42:44,097 - wikidata12k_1n - [INFO] - [E:322| 700]: Train Loss:0.00092935, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:43:47,129 - wikidata12k_1n - [INFO] - [E:322| 800]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:44:50,110 - wikidata12k_1n - [INFO] - [E:322| 900]: Train Loss:0.00092979, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:45:53,070 - wikidata12k_1n - [INFO] - [E:322| 1000]: Train Loss:0.00092967, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:46:56,011 - wikidata12k_1n - [INFO] - [E:322| 1100]: Train Loss:0.00092981, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:47:58,835 - wikidata12k_1n - [INFO] - [E:322| 1200]: Train Loss:0.00092951, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:49:01,674 - wikidata12k_1n - [INFO] - [E:322| 1300]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:50:04,506 - wikidata12k_1n - [INFO] - [E:322| 1400]: Train Loss:0.00092948, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:51:07,337 - wikidata12k_1n - [INFO] - [E:322| 1500]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:52:10,306 - wikidata12k_1n - [INFO] - [E:322| 1600]: Train Loss:0.00092948, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:52:51,439 - wikidata12k_1n - [INFO] - [Epoch:322]: Training Loss:0.0009295 + +2023-05-11 05:52:51,654 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 05:53:12,988 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 05:53:25,338 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 05:53:46,856 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 05:53:59,075 - wikidata12k_1n - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.50104, Head : 0.34459, Avg : 0.42282 + +2023-05-11 05:53:59,075 - wikidata12k_1n - [INFO] - [Epoch 322]: Training Loss: 0.00092952, Valid MRR: 0.44315, + + + +2023-05-11 05:53:59,718 - wikidata12k_1n - [INFO] - [E:323| 0]: Train Loss:0.00092344, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:55:02,644 - wikidata12k_1n - [INFO] - [E:323| 100]: Train Loss:0.00092535, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:56:05,564 - wikidata12k_1n - [INFO] - [E:323| 200]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:57:08,481 - wikidata12k_1n - [INFO] - [E:323| 300]: Train Loss:0.00092749, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:58:11,395 - wikidata12k_1n - [INFO] - [E:323| 400]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:59:14,291 - wikidata12k_1n - [INFO] - [E:323| 500]: Train Loss:0.00092874, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:00:17,308 - wikidata12k_1n - [INFO] - [E:323| 600]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:01:20,271 - wikidata12k_1n - [INFO] - [E:323| 700]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:02:23,224 - wikidata12k_1n - [INFO] - [E:323| 800]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:03:26,144 - wikidata12k_1n - [INFO] - [E:323| 900]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:04:29,073 - wikidata12k_1n - [INFO] - [E:323| 1000]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:05:32,007 - wikidata12k_1n - [INFO] - [E:323| 1100]: Train Loss:0.00092896, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:06:34,941 - wikidata12k_1n - [INFO] - [E:323| 1200]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:07:37,854 - wikidata12k_1n - [INFO] - [E:323| 1300]: Train Loss:0.00092939, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:08:40,807 - wikidata12k_1n - [INFO] - [E:323| 1400]: Train Loss:0.00092942, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:09:43,738 - wikidata12k_1n - [INFO] - [E:323| 1500]: Train Loss:0.00092942, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:10:46,688 - wikidata12k_1n - [INFO] - [E:323| 1600]: Train Loss:0.00092947, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:11:27,789 - wikidata12k_1n - [INFO] - [Epoch:323]: Training Loss:0.0009294 + +2023-05-11 06:11:28,007 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 06:11:49,338 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 06:12:01,681 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 06:12:23,175 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 06:12:35,404 - wikidata12k_1n - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.50312, Head : 0.34639, Avg : 0.42475 + +2023-05-11 06:12:35,404 - wikidata12k_1n - [INFO] - [Epoch 323]: Training Loss: 0.00092944, Valid MRR: 0.44315, + + + +2023-05-11 06:12:36,056 - wikidata12k_1n - [INFO] - [E:324| 0]: Train Loss:0.00092003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:13:38,938 - wikidata12k_1n - [INFO] - [E:324| 100]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:14:41,857 - wikidata12k_1n - [INFO] - [E:324| 200]: Train Loss:0.00093005, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:15:44,759 - wikidata12k_1n - [INFO] - [E:324| 300]: Train Loss:0.00092992, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:16:47,660 - wikidata12k_1n - [INFO] - [E:324| 400]: Train Loss:0.00092956, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:17:50,626 - wikidata12k_1n - [INFO] - [E:324| 500]: Train Loss:0.00092978, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:18:53,717 - wikidata12k_1n - [INFO] - [E:324| 600]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:19:56,638 - wikidata12k_1n - [INFO] - [E:324| 700]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:20:59,517 - wikidata12k_1n - [INFO] - [E:324| 800]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:22:02,400 - wikidata12k_1n - [INFO] - [E:324| 900]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:23:05,351 - wikidata12k_1n - [INFO] - [E:324| 1000]: Train Loss:0.0009284, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:24:08,280 - wikidata12k_1n - [INFO] - [E:324| 1100]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:25:11,159 - wikidata12k_1n - [INFO] - [E:324| 1200]: Train Loss:0.00092857, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:26:14,134 - wikidata12k_1n - [INFO] - [E:324| 1300]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:27:17,075 - wikidata12k_1n - [INFO] - [E:324| 1400]: Train Loss:0.00092881, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:28:20,026 - wikidata12k_1n - [INFO] - [E:324| 1500]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:29:22,893 - wikidata12k_1n - [INFO] - [E:324| 1600]: Train Loss:0.00092939, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:30:03,934 - wikidata12k_1n - [INFO] - [Epoch:324]: Training Loss:0.0009294 + +2023-05-11 06:30:04,151 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 06:30:25,478 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 06:30:37,824 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 06:30:59,321 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 06:31:11,557 - wikidata12k_1n - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.50444, Head : 0.35784, Avg : 0.43114 + +2023-05-11 06:31:11,557 - wikidata12k_1n - [INFO] - [Epoch 324]: Training Loss: 0.00092942, Valid MRR: 0.44315, + + + +2023-05-11 06:31:12,206 - wikidata12k_1n - [INFO] - [E:325| 0]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:32:15,166 - wikidata12k_1n - [INFO] - [E:325| 100]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:33:18,138 - wikidata12k_1n - [INFO] - [E:325| 200]: Train Loss:0.00092978, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:34:21,088 - wikidata12k_1n - [INFO] - [E:325| 300]: Train Loss:0.00093108, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:35:24,049 - wikidata12k_1n - [INFO] - [E:325| 400]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:36:26,915 - wikidata12k_1n - [INFO] - [E:325| 500]: Train Loss:0.00092925, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:37:29,826 - wikidata12k_1n - [INFO] - [E:325| 600]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:38:32,745 - wikidata12k_1n - [INFO] - [E:325| 700]: Train Loss:0.00092898, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:39:35,698 - wikidata12k_1n - [INFO] - [E:325| 800]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:40:38,614 - wikidata12k_1n - [INFO] - [E:325| 900]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:41:41,555 - wikidata12k_1n - [INFO] - [E:325| 1000]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:42:44,518 - wikidata12k_1n - [INFO] - [E:325| 1100]: Train Loss:0.00092942, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:43:47,442 - wikidata12k_1n - [INFO] - [E:325| 1200]: Train Loss:0.00092938, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:44:50,245 - wikidata12k_1n - [INFO] - [E:325| 1300]: Train Loss:0.00092933, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:45:53,050 - wikidata12k_1n - [INFO] - [E:325| 1400]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:46:55,857 - wikidata12k_1n - [INFO] - [E:325| 1500]: Train Loss:0.00092961, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:47:58,629 - wikidata12k_1n - [INFO] - [E:325| 1600]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:48:39,681 - wikidata12k_1n - [INFO] - [Epoch:325]: Training Loss:0.0009295 + +2023-05-11 06:48:39,899 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 06:49:01,195 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 06:49:13,529 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 06:49:35,011 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 06:49:47,233 - wikidata12k_1n - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.50242, Head : 0.36952, Avg : 0.43597 + +2023-05-11 06:49:47,233 - wikidata12k_1n - [INFO] - [Epoch 325]: Training Loss: 0.00092954, Valid MRR: 0.44315, + + + +2023-05-11 06:49:47,877 - wikidata12k_1n - [INFO] - [E:326| 0]: Train Loss:0.00090934, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:50:50,695 - wikidata12k_1n - [INFO] - [E:326| 100]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:51:53,675 - wikidata12k_1n - [INFO] - [E:326| 200]: Train Loss:0.00092951, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:52:56,603 - wikidata12k_1n - [INFO] - [E:326| 300]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:53:59,526 - wikidata12k_1n - [INFO] - [E:326| 400]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:55:02,475 - wikidata12k_1n - [INFO] - [E:326| 500]: Train Loss:0.00092909, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:56:05,428 - wikidata12k_1n - [INFO] - [E:326| 600]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:57:08,355 - wikidata12k_1n - [INFO] - [E:326| 700]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:58:11,317 - wikidata12k_1n - [INFO] - [E:326| 800]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:59:14,279 - wikidata12k_1n - [INFO] - [E:326| 900]: Train Loss:0.00092859, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:00:17,239 - wikidata12k_1n - [INFO] - [E:326| 1000]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:01:20,190 - wikidata12k_1n - [INFO] - [E:326| 1100]: Train Loss:0.00092864, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:02:23,206 - wikidata12k_1n - [INFO] - [E:326| 1200]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:03:26,293 - wikidata12k_1n - [INFO] - [E:326| 1300]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:04:29,196 - wikidata12k_1n - [INFO] - [E:326| 1400]: Train Loss:0.00092928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:05:32,111 - wikidata12k_1n - [INFO] - [E:326| 1500]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:06:35,067 - wikidata12k_1n - [INFO] - [E:326| 1600]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:07:16,125 - wikidata12k_1n - [INFO] - [Epoch:326]: Training Loss:0.0009295 + +2023-05-11 07:07:16,343 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 07:07:37,661 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 07:07:49,992 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 07:08:11,471 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 07:08:23,695 - wikidata12k_1n - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.50454, Head : 0.36449, Avg : 0.43452 + +2023-05-11 07:08:23,695 - wikidata12k_1n - [INFO] - [Epoch 326]: Training Loss: 0.00092946, Valid MRR: 0.44315, + + + +2023-05-11 07:08:24,341 - wikidata12k_1n - [INFO] - [E:327| 0]: Train Loss:0.00091749, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:09:27,230 - wikidata12k_1n - [INFO] - [E:327| 100]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:10:30,081 - wikidata12k_1n - [INFO] - [E:327| 200]: Train Loss:0.00092954, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:11:32,900 - wikidata12k_1n - [INFO] - [E:327| 300]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:12:35,720 - wikidata12k_1n - [INFO] - [E:327| 400]: Train Loss:0.00092843, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:13:38,560 - wikidata12k_1n - [INFO] - [E:327| 500]: Train Loss:0.00092847, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:14:41,546 - wikidata12k_1n - [INFO] - [E:327| 600]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:15:44,529 - wikidata12k_1n - [INFO] - [E:327| 700]: Train Loss:0.00092924, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:16:47,504 - wikidata12k_1n - [INFO] - [E:327| 800]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:17:50,482 - wikidata12k_1n - [INFO] - [E:327| 900]: Train Loss:0.00092903, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:18:53,424 - wikidata12k_1n - [INFO] - [E:327| 1000]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:19:56,473 - wikidata12k_1n - [INFO] - [E:327| 1100]: Train Loss:0.00092883, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:20:59,341 - wikidata12k_1n - [INFO] - [E:327| 1200]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:22:02,190 - wikidata12k_1n - [INFO] - [E:327| 1300]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:23:05,030 - wikidata12k_1n - [INFO] - [E:327| 1400]: Train Loss:0.00092899, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:24:07,828 - wikidata12k_1n - [INFO] - [E:327| 1500]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:25:10,640 - wikidata12k_1n - [INFO] - [E:327| 1600]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:25:51,697 - wikidata12k_1n - [INFO] - [Epoch:327]: Training Loss:0.0009292 + +2023-05-11 07:25:51,914 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 07:26:13,215 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 07:26:25,554 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 07:26:47,059 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 07:26:59,330 - wikidata12k_1n - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.49335, Head : 0.37141, Avg : 0.43238 + +2023-05-11 07:26:59,330 - wikidata12k_1n - [INFO] - [Epoch 327]: Training Loss: 0.00092922, Valid MRR: 0.44315, + + + +2023-05-11 07:26:59,985 - wikidata12k_1n - [INFO] - [E:328| 0]: Train Loss:0.00098278, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:28:02,948 - wikidata12k_1n - [INFO] - [E:328| 100]: Train Loss:0.0009286, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:29:05,927 - wikidata12k_1n - [INFO] - [E:328| 200]: Train Loss:0.00092999, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:30:08,801 - wikidata12k_1n - [INFO] - [E:328| 300]: Train Loss:0.00092931, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:31:11,610 - wikidata12k_1n - [INFO] - [E:328| 400]: Train Loss:0.00092967, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:32:14,452 - wikidata12k_1n - [INFO] - [E:328| 500]: Train Loss:0.00093178, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:33:17,284 - wikidata12k_1n - [INFO] - [E:328| 600]: Train Loss:0.00093161, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:34:20,174 - wikidata12k_1n - [INFO] - [E:328| 700]: Train Loss:0.0009318, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:35:23,089 - wikidata12k_1n - [INFO] - [E:328| 800]: Train Loss:0.00093142, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:36:26,001 - wikidata12k_1n - [INFO] - [E:328| 900]: Train Loss:0.0009313, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:37:28,803 - wikidata12k_1n - [INFO] - [E:328| 1000]: Train Loss:0.00093103, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:38:31,696 - wikidata12k_1n - [INFO] - [E:328| 1100]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:39:34,622 - wikidata12k_1n - [INFO] - [E:328| 1200]: Train Loss:0.00093036, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:40:37,693 - wikidata12k_1n - [INFO] - [E:328| 1300]: Train Loss:0.00093037, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:41:40,657 - wikidata12k_1n - [INFO] - [E:328| 1400]: Train Loss:0.00093029, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:42:43,644 - wikidata12k_1n - [INFO] - [E:328| 1500]: Train Loss:0.00093062, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:43:46,574 - wikidata12k_1n - [INFO] - [E:328| 1600]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:44:27,825 - wikidata12k_1n - [INFO] - [Epoch:328]: Training Loss:0.0009305 + +2023-05-11 07:44:28,042 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 07:44:49,353 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 07:45:01,696 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 07:45:23,181 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 07:45:35,419 - wikidata12k_1n - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.49839, Head : 0.36636, Avg : 0.43237 + +2023-05-11 07:45:35,419 - wikidata12k_1n - [INFO] - [Epoch 328]: Training Loss: 0.00093047, Valid MRR: 0.44315, + + + +2023-05-11 07:45:36,061 - wikidata12k_1n - [INFO] - [E:329| 0]: Train Loss:0.00091753, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:46:38,899 - wikidata12k_1n - [INFO] - [E:329| 100]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:47:41,706 - wikidata12k_1n - [INFO] - [E:329| 200]: Train Loss:0.00092869, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:48:44,514 - wikidata12k_1n - [INFO] - [E:329| 300]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:49:47,354 - wikidata12k_1n - [INFO] - [E:329| 400]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:50:50,545 - wikidata12k_1n - [INFO] - [E:329| 500]: Train Loss:0.00092898, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:51:53,562 - wikidata12k_1n - [INFO] - [E:329| 600]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:52:56,513 - wikidata12k_1n - [INFO] - [E:329| 700]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:53:59,520 - wikidata12k_1n - [INFO] - [E:329| 800]: Train Loss:0.00092844, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:55:02,430 - wikidata12k_1n - [INFO] - [E:329| 900]: Train Loss:0.00092816, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:56:05,313 - wikidata12k_1n - [INFO] - [E:329| 1000]: Train Loss:0.00092858, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:57:08,147 - wikidata12k_1n - [INFO] - [E:329| 1100]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:58:11,015 - wikidata12k_1n - [INFO] - [E:329| 1200]: Train Loss:0.00092864, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:59:13,870 - wikidata12k_1n - [INFO] - [E:329| 1300]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:00:16,839 - wikidata12k_1n - [INFO] - [E:329| 1400]: Train Loss:0.00092885, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:01:19,645 - wikidata12k_1n - [INFO] - [E:329| 1500]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:02:22,577 - wikidata12k_1n - [INFO] - [E:329| 1600]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:03:03,682 - wikidata12k_1n - [INFO] - [Epoch:329]: Training Loss:0.0009292 + +2023-05-11 08:03:03,898 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 08:03:25,235 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 08:03:37,585 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 08:03:59,090 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 08:04:11,317 - wikidata12k_1n - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.50677, Head : 0.37342, Avg : 0.44009 + MR: Tail : 787.59, Head : 963.98, Avg : 875.79 + Hit-1: Tail : 0.42419, Head : 0.2786, Avg : 0.3514 + Hit-3: Tail : 0.55626, Head : 0.42147, Avg : 0.48887 + Hit-10: Tail : 0.65707, Head : 0.55523, Avg : 0.60615 +2023-05-11 08:04:11,317 - wikidata12k_1n - [INFO] - [Epoch 329]: Training Loss: 0.00092916, Valid MRR: 0.44315, + + + +2023-05-11 08:04:11,962 - wikidata12k_1n - [INFO] - [E:330| 0]: Train Loss:0.00091164, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:05:14,873 - wikidata12k_1n - [INFO] - [E:330| 100]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:06:17,781 - wikidata12k_1n - [INFO] - [E:330| 200]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:07:20,568 - wikidata12k_1n - [INFO] - [E:330| 300]: Train Loss:0.00092842, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:08:23,385 - wikidata12k_1n - [INFO] - [E:330| 400]: Train Loss:0.00092929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:09:26,189 - wikidata12k_1n - [INFO] - [E:330| 500]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:10:29,087 - wikidata12k_1n - [INFO] - [E:330| 600]: Train Loss:0.00092803, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:11:31,949 - wikidata12k_1n - [INFO] - [E:330| 700]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:12:34,766 - wikidata12k_1n - [INFO] - [E:330| 800]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:13:37,621 - wikidata12k_1n - [INFO] - [E:330| 900]: Train Loss:0.0009284, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:14:40,471 - wikidata12k_1n - [INFO] - [E:330| 1000]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:15:43,362 - wikidata12k_1n - [INFO] - [E:330| 1100]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:16:46,247 - wikidata12k_1n - [INFO] - [E:330| 1200]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:17:49,146 - wikidata12k_1n - [INFO] - [E:330| 1300]: Train Loss:0.00092903, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:18:52,087 - wikidata12k_1n - [INFO] - [E:330| 1400]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:19:55,089 - wikidata12k_1n - [INFO] - [E:330| 1500]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:20:58,032 - wikidata12k_1n - [INFO] - [E:330| 1600]: Train Loss:0.00092918, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:21:39,077 - wikidata12k_1n - [INFO] - [Epoch:330]: Training Loss:0.0009291 + +2023-05-11 08:21:39,292 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 08:22:00,593 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 08:22:12,927 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 08:22:34,422 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 08:22:46,632 - wikidata12k_1n - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.50354, Head : 0.3675, Avg : 0.43552 + +2023-05-11 08:22:46,632 - wikidata12k_1n - [INFO] - [Epoch 330]: Training Loss: 0.00092906, Valid MRR: 0.44315, + + + +2023-05-11 08:22:47,275 - wikidata12k_1n - [INFO] - [E:331| 0]: Train Loss:0.00091834, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:23:50,148 - wikidata12k_1n - [INFO] - [E:331| 100]: Train Loss:0.00093058, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:24:52,931 - wikidata12k_1n - [INFO] - [E:331| 200]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:25:55,789 - wikidata12k_1n - [INFO] - [E:331| 300]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:26:58,642 - wikidata12k_1n - [INFO] - [E:331| 400]: Train Loss:0.00092903, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:28:01,678 - wikidata12k_1n - [INFO] - [E:331| 500]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:29:04,744 - wikidata12k_1n - [INFO] - [E:331| 600]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:30:07,848 - wikidata12k_1n - [INFO] - [E:331| 700]: Train Loss:0.00092885, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:31:10,762 - wikidata12k_1n - [INFO] - [E:331| 800]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:32:13,566 - wikidata12k_1n - [INFO] - [E:331| 900]: Train Loss:0.00092913, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:33:16,542 - wikidata12k_1n - [INFO] - [E:331| 1000]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:34:19,500 - wikidata12k_1n - [INFO] - [E:331| 1100]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:35:22,464 - wikidata12k_1n - [INFO] - [E:331| 1200]: Train Loss:0.00092927, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:36:25,370 - wikidata12k_1n - [INFO] - [E:331| 1300]: Train Loss:0.00092883, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:37:28,188 - wikidata12k_1n - [INFO] - [E:331| 1400]: Train Loss:0.00092891, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:38:31,082 - wikidata12k_1n - [INFO] - [E:331| 1500]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:39:34,011 - wikidata12k_1n - [INFO] - [E:331| 1600]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:40:15,145 - wikidata12k_1n - [INFO] - [Epoch:331]: Training Loss:0.0009288 + +2023-05-11 08:40:15,362 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 08:40:36,700 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 08:40:49,044 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 08:41:10,541 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 08:41:22,773 - wikidata12k_1n - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.49806, Head : 0.37228, Avg : 0.43517 + +2023-05-11 08:41:22,773 - wikidata12k_1n - [INFO] - [Epoch 331]: Training Loss: 0.00092879, Valid MRR: 0.44315, + + + +2023-05-11 08:41:23,420 - wikidata12k_1n - [INFO] - [E:332| 0]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:42:26,321 - wikidata12k_1n - [INFO] - [E:332| 100]: Train Loss:0.00093019, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:43:29,138 - wikidata12k_1n - [INFO] - [E:332| 200]: Train Loss:0.0009314, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:44:32,075 - wikidata12k_1n - [INFO] - [E:332| 300]: Train Loss:0.00093017, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:45:35,055 - wikidata12k_1n - [INFO] - [E:332| 400]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:46:37,957 - wikidata12k_1n - [INFO] - [E:332| 500]: Train Loss:0.00092987, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:47:40,888 - wikidata12k_1n - [INFO] - [E:332| 600]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:48:43,844 - wikidata12k_1n - [INFO] - [E:332| 700]: Train Loss:0.00092965, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:49:46,760 - wikidata12k_1n - [INFO] - [E:332| 800]: Train Loss:0.00092947, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:50:49,707 - wikidata12k_1n - [INFO] - [E:332| 900]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:51:52,621 - wikidata12k_1n - [INFO] - [E:332| 1000]: Train Loss:0.00092965, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:52:55,530 - wikidata12k_1n - [INFO] - [E:332| 1100]: Train Loss:0.00092979, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:53:58,623 - wikidata12k_1n - [INFO] - [E:332| 1200]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:55:01,499 - wikidata12k_1n - [INFO] - [E:332| 1300]: Train Loss:0.00092973, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:56:04,314 - wikidata12k_1n - [INFO] - [E:332| 1400]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:57:07,172 - wikidata12k_1n - [INFO] - [E:332| 1500]: Train Loss:0.00092913, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:58:09,982 - wikidata12k_1n - [INFO] - [E:332| 1600]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:58:51,182 - wikidata12k_1n - [INFO] - [Epoch:332]: Training Loss:0.000929 + +2023-05-11 08:58:51,400 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 08:59:12,772 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 08:59:25,140 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 08:59:46,695 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 08:59:58,944 - wikidata12k_1n - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.49687, Head : 0.3627, Avg : 0.42979 + +2023-05-11 08:59:58,945 - wikidata12k_1n - [INFO] - [Epoch 332]: Training Loss: 0.00092902, Valid MRR: 0.44315, + + + +2023-05-11 08:59:59,588 - wikidata12k_1n - [INFO] - [E:333| 0]: Train Loss:0.00093705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:01:02,431 - wikidata12k_1n - [INFO] - [E:333| 100]: Train Loss:0.00092969, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:02:05,248 - wikidata12k_1n - [INFO] - [E:333| 200]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:03:08,132 - wikidata12k_1n - [INFO] - [E:333| 300]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:04:10,896 - wikidata12k_1n - [INFO] - [E:333| 400]: Train Loss:0.00092964, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:05:13,724 - wikidata12k_1n - [INFO] - [E:333| 500]: Train Loss:0.00092948, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:06:16,499 - wikidata12k_1n - [INFO] - [E:333| 600]: Train Loss:0.00092925, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:07:19,287 - wikidata12k_1n - [INFO] - [E:333| 700]: Train Loss:0.00092913, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:08:22,092 - wikidata12k_1n - [INFO] - [E:333| 800]: Train Loss:0.00092915, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:09:24,914 - wikidata12k_1n - [INFO] - [E:333| 900]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:10:27,644 - wikidata12k_1n - [INFO] - [E:333| 1000]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:11:30,456 - wikidata12k_1n - [INFO] - [E:333| 1100]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:12:33,179 - wikidata12k_1n - [INFO] - [E:333| 1200]: Train Loss:0.00092891, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:13:35,981 - wikidata12k_1n - [INFO] - [E:333| 1300]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:14:38,756 - wikidata12k_1n - [INFO] - [E:333| 1400]: Train Loss:0.00092879, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:15:41,528 - wikidata12k_1n - [INFO] - [E:333| 1500]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:16:44,301 - wikidata12k_1n - [INFO] - [E:333| 1600]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:17:25,315 - wikidata12k_1n - [INFO] - [Epoch:333]: Training Loss:0.0009289 + +2023-05-11 09:17:25,531 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 09:17:46,782 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 09:17:59,083 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 09:18:20,521 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 09:18:32,708 - wikidata12k_1n - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.50134, Head : 0.35464, Avg : 0.42799 + +2023-05-11 09:18:32,709 - wikidata12k_1n - [INFO] - [Epoch 333]: Training Loss: 0.00092891, Valid MRR: 0.44315, + + + +2023-05-11 09:18:33,353 - wikidata12k_1n - [INFO] - [E:334| 0]: Train Loss:0.0009184, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:19:36,202 - wikidata12k_1n - [INFO] - [E:334| 100]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:20:39,106 - wikidata12k_1n - [INFO] - [E:334| 200]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:21:41,970 - wikidata12k_1n - [INFO] - [E:334| 300]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:22:44,861 - wikidata12k_1n - [INFO] - [E:334| 400]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:23:47,753 - wikidata12k_1n - [INFO] - [E:334| 500]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:24:50,709 - wikidata12k_1n - [INFO] - [E:334| 600]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:25:53,648 - wikidata12k_1n - [INFO] - [E:334| 700]: Train Loss:0.00092843, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:26:56,616 - wikidata12k_1n - [INFO] - [E:334| 800]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:27:59,597 - wikidata12k_1n - [INFO] - [E:334| 900]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:29:02,638 - wikidata12k_1n - [INFO] - [E:334| 1000]: Train Loss:0.00092842, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:30:05,599 - wikidata12k_1n - [INFO] - [E:334| 1100]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:31:08,560 - wikidata12k_1n - [INFO] - [E:334| 1200]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:32:11,497 - wikidata12k_1n - [INFO] - [E:334| 1300]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:33:14,440 - wikidata12k_1n - [INFO] - [E:334| 1400]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:34:17,383 - wikidata12k_1n - [INFO] - [E:334| 1500]: Train Loss:0.00092891, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:35:20,344 - wikidata12k_1n - [INFO] - [E:334| 1600]: Train Loss:0.00092893, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:36:01,494 - wikidata12k_1n - [INFO] - [Epoch:334]: Training Loss:0.0009289 + +2023-05-11 09:36:01,711 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 09:36:23,082 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 09:36:35,441 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 09:36:57,076 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 09:37:09,322 - wikidata12k_1n - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.50696, Head : 0.36483, Avg : 0.43589 + +2023-05-11 09:37:09,322 - wikidata12k_1n - [INFO] - [Epoch 334]: Training Loss: 0.00092889, Valid MRR: 0.44315, + + + +2023-05-11 09:37:09,966 - wikidata12k_1n - [INFO] - [E:335| 0]: Train Loss:0.00092276, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:38:12,868 - wikidata12k_1n - [INFO] - [E:335| 100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:39:15,793 - wikidata12k_1n - [INFO] - [E:335| 200]: Train Loss:0.0009275, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:40:18,699 - wikidata12k_1n - [INFO] - [E:335| 300]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:41:21,725 - wikidata12k_1n - [INFO] - [E:335| 400]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:42:24,745 - wikidata12k_1n - [INFO] - [E:335| 500]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:43:27,658 - wikidata12k_1n - [INFO] - [E:335| 600]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:44:30,632 - wikidata12k_1n - [INFO] - [E:335| 700]: Train Loss:0.00092897, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:45:33,618 - wikidata12k_1n - [INFO] - [E:335| 800]: Train Loss:0.00092906, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:46:36,624 - wikidata12k_1n - [INFO] - [E:335| 900]: Train Loss:0.00092964, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:47:39,615 - wikidata12k_1n - [INFO] - [E:335| 1000]: Train Loss:0.00092933, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:48:42,628 - wikidata12k_1n - [INFO] - [E:335| 1100]: Train Loss:0.00092937, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:49:45,609 - wikidata12k_1n - [INFO] - [E:335| 1200]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:50:48,573 - wikidata12k_1n - [INFO] - [E:335| 1300]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:51:51,518 - wikidata12k_1n - [INFO] - [E:335| 1400]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:52:54,458 - wikidata12k_1n - [INFO] - [E:335| 1500]: Train Loss:0.00092912, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:53:57,413 - wikidata12k_1n - [INFO] - [E:335| 1600]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:54:38,664 - wikidata12k_1n - [INFO] - [Epoch:335]: Training Loss:0.0009292 + +2023-05-11 09:54:38,881 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 09:55:00,245 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 09:55:12,625 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 09:55:34,164 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 09:55:46,426 - wikidata12k_1n - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.50467, Head : 0.36611, Avg : 0.43539 + +2023-05-11 09:55:46,426 - wikidata12k_1n - [INFO] - [Epoch 335]: Training Loss: 0.00092921, Valid MRR: 0.44315, + + + +2023-05-11 09:55:47,070 - wikidata12k_1n - [INFO] - [E:336| 0]: Train Loss:0.00091263, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:56:50,041 - wikidata12k_1n - [INFO] - [E:336| 100]: Train Loss:0.00092732, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:57:53,003 - wikidata12k_1n - [INFO] - [E:336| 200]: Train Loss:0.00092769, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:58:55,976 - wikidata12k_1n - [INFO] - [E:336| 300]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:59:58,945 - wikidata12k_1n - [INFO] - [E:336| 400]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:01:01,922 - wikidata12k_1n - [INFO] - [E:336| 500]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:02:04,909 - wikidata12k_1n - [INFO] - [E:336| 600]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:03:07,921 - wikidata12k_1n - [INFO] - [E:336| 700]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:04:10,973 - wikidata12k_1n - [INFO] - [E:336| 800]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:05:14,044 - wikidata12k_1n - [INFO] - [E:336| 900]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:06:17,054 - wikidata12k_1n - [INFO] - [E:336| 1000]: Train Loss:0.00092835, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:07:20,019 - wikidata12k_1n - [INFO] - [E:336| 1100]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:08:23,020 - wikidata12k_1n - [INFO] - [E:336| 1200]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:09:26,179 - wikidata12k_1n - [INFO] - [E:336| 1300]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:10:29,194 - wikidata12k_1n - [INFO] - [E:336| 1400]: Train Loss:0.00092896, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:11:32,163 - wikidata12k_1n - [INFO] - [E:336| 1500]: Train Loss:0.00092898, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:12:35,216 - wikidata12k_1n - [INFO] - [E:336| 1600]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:13:16,335 - wikidata12k_1n - [INFO] - [Epoch:336]: Training Loss:0.0009288 + +2023-05-11 10:13:16,552 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 10:13:37,891 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 10:13:50,250 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 10:14:11,766 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 10:14:24,017 - wikidata12k_1n - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.49651, Head : 0.36644, Avg : 0.43147 + +2023-05-11 10:14:24,017 - wikidata12k_1n - [INFO] - [Epoch 336]: Training Loss: 0.00092878, Valid MRR: 0.44315, + + + +2023-05-11 10:14:24,662 - wikidata12k_1n - [INFO] - [E:337| 0]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:15:27,522 - wikidata12k_1n - [INFO] - [E:337| 100]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:16:30,440 - wikidata12k_1n - [INFO] - [E:337| 200]: Train Loss:0.00092858, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:17:33,369 - wikidata12k_1n - [INFO] - [E:337| 300]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:18:36,232 - wikidata12k_1n - [INFO] - [E:337| 400]: Train Loss:0.00092863, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:19:39,121 - wikidata12k_1n - [INFO] - [E:337| 500]: Train Loss:0.00092919, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:20:42,104 - wikidata12k_1n - [INFO] - [E:337| 600]: Train Loss:0.00092885, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:21:45,067 - wikidata12k_1n - [INFO] - [E:337| 700]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:22:47,994 - wikidata12k_1n - [INFO] - [E:337| 800]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:23:50,880 - wikidata12k_1n - [INFO] - [E:337| 900]: Train Loss:0.00092866, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:24:53,736 - wikidata12k_1n - [INFO] - [E:337| 1000]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:25:56,592 - wikidata12k_1n - [INFO] - [E:337| 1100]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:26:59,452 - wikidata12k_1n - [INFO] - [E:337| 1200]: Train Loss:0.00092874, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:28:02,320 - wikidata12k_1n - [INFO] - [E:337| 1300]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:29:05,207 - wikidata12k_1n - [INFO] - [E:337| 1400]: Train Loss:0.00092874, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:30:08,279 - wikidata12k_1n - [INFO] - [E:337| 1500]: Train Loss:0.00092892, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:31:11,204 - wikidata12k_1n - [INFO] - [E:337| 1600]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:31:52,322 - wikidata12k_1n - [INFO] - [Epoch:337]: Training Loss:0.000929 + +2023-05-11 10:31:52,538 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 10:32:13,898 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 10:32:26,263 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 10:32:47,800 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 10:33:00,043 - wikidata12k_1n - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.50555, Head : 0.35743, Avg : 0.43149 + +2023-05-11 10:33:00,043 - wikidata12k_1n - [INFO] - [Epoch 337]: Training Loss: 0.00092896, Valid MRR: 0.44315, + + + +2023-05-11 10:33:00,686 - wikidata12k_1n - [INFO] - [E:338| 0]: Train Loss:0.00091134, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:34:03,565 - wikidata12k_1n - [INFO] - [E:338| 100]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:35:06,486 - wikidata12k_1n - [INFO] - [E:338| 200]: Train Loss:0.00092626, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:36:09,395 - wikidata12k_1n - [INFO] - [E:338| 300]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:37:12,364 - wikidata12k_1n - [INFO] - [E:338| 400]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:38:15,420 - wikidata12k_1n - [INFO] - [E:338| 500]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:39:18,324 - wikidata12k_1n - [INFO] - [E:338| 600]: Train Loss:0.00092916, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:40:21,241 - wikidata12k_1n - [INFO] - [E:338| 700]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:41:24,130 - wikidata12k_1n - [INFO] - [E:338| 800]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:42:27,043 - wikidata12k_1n - [INFO] - [E:338| 900]: Train Loss:0.00092962, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:43:29,932 - wikidata12k_1n - [INFO] - [E:338| 1000]: Train Loss:0.00092938, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:44:32,880 - wikidata12k_1n - [INFO] - [E:338| 1100]: Train Loss:0.00092943, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:45:35,829 - wikidata12k_1n - [INFO] - [E:338| 1200]: Train Loss:0.00092938, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:46:38,787 - wikidata12k_1n - [INFO] - [E:338| 1300]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:47:41,789 - wikidata12k_1n - [INFO] - [E:338| 1400]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:48:44,759 - wikidata12k_1n - [INFO] - [E:338| 1500]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:49:47,683 - wikidata12k_1n - [INFO] - [E:338| 1600]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:50:28,846 - wikidata12k_1n - [INFO] - [Epoch:338]: Training Loss:0.0009292 + +2023-05-11 10:50:29,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 10:50:50,450 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 10:51:02,849 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 10:51:24,458 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 10:51:36,723 - wikidata12k_1n - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.51091, Head : 0.35782, Avg : 0.43437 + +2023-05-11 10:51:36,723 - wikidata12k_1n - [INFO] - [Epoch 338]: Training Loss: 0.0009292, Valid MRR: 0.44315, + + + +2023-05-11 10:51:37,368 - wikidata12k_1n - [INFO] - [E:339| 0]: Train Loss:0.00091766, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:52:40,317 - wikidata12k_1n - [INFO] - [E:339| 100]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:53:43,459 - wikidata12k_1n - [INFO] - [E:339| 200]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:54:46,527 - wikidata12k_1n - [INFO] - [E:339| 300]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:55:49,592 - wikidata12k_1n - [INFO] - [E:339| 400]: Train Loss:0.00092919, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:56:52,603 - wikidata12k_1n - [INFO] - [E:339| 500]: Train Loss:0.0009286, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:57:55,583 - wikidata12k_1n - [INFO] - [E:339| 600]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:58:58,598 - wikidata12k_1n - [INFO] - [E:339| 700]: Train Loss:0.00092897, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:00:01,603 - wikidata12k_1n - [INFO] - [E:339| 800]: Train Loss:0.00092893, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:01:04,582 - wikidata12k_1n - [INFO] - [E:339| 900]: Train Loss:0.00092879, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:02:07,577 - wikidata12k_1n - [INFO] - [E:339| 1000]: Train Loss:0.00092872, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:03:10,606 - wikidata12k_1n - [INFO] - [E:339| 1100]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:04:13,726 - wikidata12k_1n - [INFO] - [E:339| 1200]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:05:16,698 - wikidata12k_1n - [INFO] - [E:339| 1300]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:06:19,647 - wikidata12k_1n - [INFO] - [E:339| 1400]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:07:22,561 - wikidata12k_1n - [INFO] - [E:339| 1500]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:08:25,557 - wikidata12k_1n - [INFO] - [E:339| 1600]: Train Loss:0.00092861, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:09:06,851 - wikidata12k_1n - [INFO] - [Epoch:339]: Training Loss:0.0009286 + +2023-05-11 11:09:07,068 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 11:09:28,479 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 11:09:40,865 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 11:10:02,453 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 11:10:14,742 - wikidata12k_1n - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.51163, Head : 0.3586, Avg : 0.43512 + MR: Tail : 799.66, Head : 977.52, Avg : 888.59 + Hit-1: Tail : 0.42993, Head : 0.25955, Avg : 0.34474 + Hit-3: Tail : 0.56003, Head : 0.41013, Avg : 0.48508 + Hit-10: Tail : 0.65964, Head : 0.54731, Avg : 0.60347 +2023-05-11 11:10:14,742 - wikidata12k_1n - [INFO] - [Epoch 339]: Training Loss: 0.00092856, Valid MRR: 0.44315, + + + +2023-05-11 11:10:15,387 - wikidata12k_1n - [INFO] - [E:340| 0]: Train Loss:0.00098035, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:11:18,387 - wikidata12k_1n - [INFO] - [E:340| 100]: Train Loss:0.00093005, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:12:21,350 - wikidata12k_1n - [INFO] - [E:340| 200]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:13:24,285 - wikidata12k_1n - [INFO] - [E:340| 300]: Train Loss:0.00092811, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:14:27,173 - wikidata12k_1n - [INFO] - [E:340| 400]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:15:30,097 - wikidata12k_1n - [INFO] - [E:340| 500]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:16:33,073 - wikidata12k_1n - [INFO] - [E:340| 600]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:17:36,076 - wikidata12k_1n - [INFO] - [E:340| 700]: Train Loss:0.00092852, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:18:39,117 - wikidata12k_1n - [INFO] - [E:340| 800]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:19:42,037 - wikidata12k_1n - [INFO] - [E:340| 900]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:20:44,977 - wikidata12k_1n - [INFO] - [E:340| 1000]: Train Loss:0.00092899, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:21:48,022 - wikidata12k_1n - [INFO] - [E:340| 1100]: Train Loss:0.00092886, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:22:50,987 - wikidata12k_1n - [INFO] - [E:340| 1200]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:23:53,959 - wikidata12k_1n - [INFO] - [E:340| 1300]: Train Loss:0.00092861, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:24:56,932 - wikidata12k_1n - [INFO] - [E:340| 1400]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:25:59,910 - wikidata12k_1n - [INFO] - [E:340| 1500]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:27:02,899 - wikidata12k_1n - [INFO] - [E:340| 1600]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:27:44,036 - wikidata12k_1n - [INFO] - [Epoch:340]: Training Loss:0.0009286 + +2023-05-11 11:27:44,254 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 11:28:05,639 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 11:28:18,025 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 11:28:39,568 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 11:28:51,823 - wikidata12k_1n - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.50881, Head : 0.37246, Avg : 0.44064 + +2023-05-11 11:28:51,823 - wikidata12k_1n - [INFO] - [Epoch 340]: Training Loss: 0.00092859, Valid MRR: 0.44315, + + + +2023-05-11 11:28:52,466 - wikidata12k_1n - [INFO] - [E:341| 0]: Train Loss:0.00090808, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:29:55,394 - wikidata12k_1n - [INFO] - [E:341| 100]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:30:58,457 - wikidata12k_1n - [INFO] - [E:341| 200]: Train Loss:0.00092959, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:32:01,442 - wikidata12k_1n - [INFO] - [E:341| 300]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:33:04,426 - wikidata12k_1n - [INFO] - [E:341| 400]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:34:07,430 - wikidata12k_1n - [INFO] - [E:341| 500]: Train Loss:0.00092896, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:35:10,442 - wikidata12k_1n - [INFO] - [E:341| 600]: Train Loss:0.00092886, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:36:13,441 - wikidata12k_1n - [INFO] - [E:341| 700]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:37:16,457 - wikidata12k_1n - [INFO] - [E:341| 800]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:37:55,631 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-11 11:38:10,696 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 11:38:19,458 - wikidata12k_1n - [INFO] - [E:341| 900]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:39:08,439 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 11:39:22,431 - wikidata12k_1n - [INFO] - [E:341| 1000]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:39:36,819 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-11 11:40:25,462 - wikidata12k_1n - [INFO] - [E:341| 1100]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:40:30,855 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-11 11:41:00,051 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47608, Head : 0.32707, Avg : 0.40157 + MR: Tail : 967.41, Head : 1027.6, Avg : 997.52 + Hit-1: Tail : 0.38981, Head : 0.23735, Avg : 0.31358 + Hit-3: Tail : 0.53209, Head : 0.36153, Avg : 0.44681 + Hit-10: Tail : 0.63276, Head : 0.51072, Avg : 0.57174 +2023-05-11 11:41:28,483 - wikidata12k_1n - [INFO] - [E:341| 1200]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:42:31,474 - wikidata12k_1n - [INFO] - [E:341| 1300]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:43:34,522 - wikidata12k_1n - [INFO] - [E:341| 1400]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:44:37,573 - wikidata12k_1n - [INFO] - [E:341| 1500]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:45:40,571 - wikidata12k_1n - [INFO] - [E:341| 1600]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:46:21,757 - wikidata12k_1n - [INFO] - [Epoch:341]: Training Loss:0.0009286 + +2023-05-11 11:46:21,975 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 11:46:43,372 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 11:46:55,759 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 11:47:17,346 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 11:47:29,616 - wikidata12k_1n - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.50763, Head : 0.3218, Avg : 0.41471 + +2023-05-11 11:47:29,616 - wikidata12k_1n - [INFO] - [Epoch 341]: Training Loss: 0.00092859, Valid MRR: 0.44315, + + + +2023-05-11 11:47:30,261 - wikidata12k_1n - [INFO] - [E:342| 0]: Train Loss:0.00099649, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:48:33,310 - wikidata12k_1n - [INFO] - [E:342| 100]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:49:36,387 - wikidata12k_1n - [INFO] - [E:342| 200]: Train Loss:0.00093262, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:50:39,402 - wikidata12k_1n - [INFO] - [E:342| 300]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:51:42,416 - wikidata12k_1n - [INFO] - [E:342| 400]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:52:45,371 - wikidata12k_1n - [INFO] - [E:342| 500]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:53:48,373 - wikidata12k_1n - [INFO] - [E:342| 600]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:54:51,418 - wikidata12k_1n - [INFO] - [E:342| 700]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:55:54,414 - wikidata12k_1n - [INFO] - [E:342| 800]: Train Loss:0.00092842, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:56:57,398 - wikidata12k_1n - [INFO] - [E:342| 900]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:58:00,481 - wikidata12k_1n - [INFO] - [E:342| 1000]: Train Loss:0.00092801, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:59:03,555 - wikidata12k_1n - [INFO] - [E:342| 1100]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:00:06,591 - wikidata12k_1n - [INFO] - [E:342| 1200]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:01:09,601 - wikidata12k_1n - [INFO] - [E:342| 1300]: Train Loss:0.0009278, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:02:12,635 - wikidata12k_1n - [INFO] - [E:342| 1400]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:03:15,641 - wikidata12k_1n - [INFO] - [E:342| 1500]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:04:18,673 - wikidata12k_1n - [INFO] - [E:342| 1600]: Train Loss:0.00092844, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:04:59,843 - wikidata12k_1n - [INFO] - [Epoch:342]: Training Loss:0.0009285 + +2023-05-11 12:05:00,060 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 12:05:21,447 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 12:05:33,831 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 12:05:55,395 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 12:06:07,661 - wikidata12k_1n - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.50565, Head : 0.36252, Avg : 0.43408 + +2023-05-11 12:06:07,661 - wikidata12k_1n - [INFO] - [Epoch 342]: Training Loss: 0.00092849, Valid MRR: 0.44315, + + + +2023-05-11 12:06:08,306 - wikidata12k_1n - [INFO] - [E:343| 0]: Train Loss:0.00094367, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:07:11,398 - wikidata12k_1n - [INFO] - [E:343| 100]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:08:14,417 - wikidata12k_1n - [INFO] - [E:343| 200]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:09:17,436 - wikidata12k_1n - [INFO] - [E:343| 300]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:10:20,423 - wikidata12k_1n - [INFO] - [E:343| 400]: Train Loss:0.00092801, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:11:23,449 - wikidata12k_1n - [INFO] - [E:343| 500]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:12:26,503 - wikidata12k_1n - [INFO] - [E:343| 600]: Train Loss:0.00092857, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:13:29,535 - wikidata12k_1n - [INFO] - [E:343| 700]: Train Loss:0.00092854, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:14:32,545 - wikidata12k_1n - [INFO] - [E:343| 800]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:15:35,598 - wikidata12k_1n - [INFO] - [E:343| 900]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:16:38,714 - wikidata12k_1n - [INFO] - [E:343| 1000]: Train Loss:0.00092851, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:17:41,761 - wikidata12k_1n - [INFO] - [E:343| 1100]: Train Loss:0.00092852, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:18:44,817 - wikidata12k_1n - [INFO] - [E:343| 1200]: Train Loss:0.00092855, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:19:47,829 - wikidata12k_1n - [INFO] - [E:343| 1300]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:20:50,810 - wikidata12k_1n - [INFO] - [E:343| 1400]: Train Loss:0.00092835, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:21:53,780 - wikidata12k_1n - [INFO] - [E:343| 1500]: Train Loss:0.00092834, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:22:56,775 - wikidata12k_1n - [INFO] - [E:343| 1600]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:23:37,914 - wikidata12k_1n - [INFO] - [Epoch:343]: Training Loss:0.0009286 + +2023-05-11 12:23:38,131 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 12:23:59,503 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 12:24:11,888 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 12:24:33,488 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 12:24:45,792 - wikidata12k_1n - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.50788, Head : 0.36733, Avg : 0.43761 + +2023-05-11 12:24:45,792 - wikidata12k_1n - [INFO] - [Epoch 343]: Training Loss: 0.00092861, Valid MRR: 0.44315, + + + +2023-05-11 12:24:46,436 - wikidata12k_1n - [INFO] - [E:344| 0]: Train Loss:0.0009466, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:25:49,425 - wikidata12k_1n - [INFO] - [E:344| 100]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:26:52,399 - wikidata12k_1n - [INFO] - [E:344| 200]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:27:55,396 - wikidata12k_1n - [INFO] - [E:344| 300]: Train Loss:0.00092861, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:28:58,422 - wikidata12k_1n - [INFO] - [E:344| 400]: Train Loss:0.00092943, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:30:01,386 - wikidata12k_1n - [INFO] - [E:344| 500]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:31:04,395 - wikidata12k_1n - [INFO] - [E:344| 600]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:32:07,387 - wikidata12k_1n - [INFO] - [E:344| 700]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:33:10,435 - wikidata12k_1n - [INFO] - [E:344| 800]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:34:13,594 - wikidata12k_1n - [INFO] - [E:344| 900]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:35:16,651 - wikidata12k_1n - [INFO] - [E:344| 1000]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:36:19,698 - wikidata12k_1n - [INFO] - [E:344| 1100]: Train Loss:0.00092912, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:37:22,672 - wikidata12k_1n - [INFO] - [E:344| 1200]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:38:25,711 - wikidata12k_1n - [INFO] - [E:344| 1300]: Train Loss:0.00092872, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:39:28,723 - wikidata12k_1n - [INFO] - [E:344| 1400]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:40:31,749 - wikidata12k_1n - [INFO] - [E:344| 1500]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:41:34,740 - wikidata12k_1n - [INFO] - [E:344| 1600]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:42:16,062 - wikidata12k_1n - [INFO] - [Epoch:344]: Training Loss:0.0009286 + +2023-05-11 12:42:16,286 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 12:42:37,680 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 12:42:50,053 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 12:43:11,630 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 12:43:23,893 - wikidata12k_1n - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.50221, Head : 0.37169, Avg : 0.43695 + +2023-05-11 12:43:23,893 - wikidata12k_1n - [INFO] - [Epoch 344]: Training Loss: 0.00092863, Valid MRR: 0.44315, + + + +2023-05-11 12:43:24,540 - wikidata12k_1n - [INFO] - [E:345| 0]: Train Loss:0.00093687, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:44:27,689 - wikidata12k_1n - [INFO] - [E:345| 100]: Train Loss:0.00092847, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:45:30,674 - wikidata12k_1n - [INFO] - [E:345| 200]: Train Loss:0.0009268, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:46:33,729 - wikidata12k_1n - [INFO] - [E:345| 300]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:47:36,842 - wikidata12k_1n - [INFO] - [E:345| 400]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:48:39,832 - wikidata12k_1n - [INFO] - [E:345| 500]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:49:42,807 - wikidata12k_1n - [INFO] - [E:345| 600]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:50:45,872 - wikidata12k_1n - [INFO] - [E:345| 700]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:51:48,915 - wikidata12k_1n - [INFO] - [E:345| 800]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:52:51,908 - wikidata12k_1n - [INFO] - [E:345| 900]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:53:54,882 - wikidata12k_1n - [INFO] - [E:345| 1000]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:54:57,902 - wikidata12k_1n - [INFO] - [E:345| 1100]: Train Loss:0.00092828, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:56:00,925 - wikidata12k_1n - [INFO] - [E:345| 1200]: Train Loss:0.00092828, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:57:03,982 - wikidata12k_1n - [INFO] - [E:345| 1300]: Train Loss:0.00092789, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:58:06,980 - wikidata12k_1n - [INFO] - [E:345| 1400]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:59:10,005 - wikidata12k_1n - [INFO] - [E:345| 1500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:00:13,104 - wikidata12k_1n - [INFO] - [E:345| 1600]: Train Loss:0.00092829, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:00:54,243 - wikidata12k_1n - [INFO] - [Epoch:345]: Training Loss:0.0009282 + +2023-05-11 13:00:54,460 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 13:01:15,826 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 13:01:28,192 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 13:01:49,734 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 13:02:01,995 - wikidata12k_1n - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.51214, Head : 0.3724, Avg : 0.44227 + +2023-05-11 13:02:01,996 - wikidata12k_1n - [INFO] - [Epoch 345]: Training Loss: 0.0009282, Valid MRR: 0.44315, + + + +2023-05-11 13:02:02,639 - wikidata12k_1n - [INFO] - [E:346| 0]: Train Loss:0.00093931, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:03:05,616 - wikidata12k_1n - [INFO] - [E:346| 100]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:04:08,616 - wikidata12k_1n - [INFO] - [E:346| 200]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:05:11,593 - wikidata12k_1n - [INFO] - [E:346| 300]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:06:14,563 - wikidata12k_1n - [INFO] - [E:346| 400]: Train Loss:0.00092813, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:07:17,564 - wikidata12k_1n - [INFO] - [E:346| 500]: Train Loss:0.00092745, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:08:20,583 - wikidata12k_1n - [INFO] - [E:346| 600]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:09:23,520 - wikidata12k_1n - [INFO] - [E:346| 700]: Train Loss:0.00092784, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:10:26,513 - wikidata12k_1n - [INFO] - [E:346| 800]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:11:29,554 - wikidata12k_1n - [INFO] - [E:346| 900]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:12:32,517 - wikidata12k_1n - [INFO] - [E:346| 1000]: Train Loss:0.00092791, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:13:35,486 - wikidata12k_1n - [INFO] - [E:346| 1100]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:14:38,483 - wikidata12k_1n - [INFO] - [E:346| 1200]: Train Loss:0.00092798, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:15:41,507 - wikidata12k_1n - [INFO] - [E:346| 1300]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:16:44,598 - wikidata12k_1n - [INFO] - [E:346| 1400]: Train Loss:0.00092835, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:17:47,588 - wikidata12k_1n - [INFO] - [E:346| 1500]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:18:50,571 - wikidata12k_1n - [INFO] - [E:346| 1600]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:19:31,757 - wikidata12k_1n - [INFO] - [Epoch:346]: Training Loss:0.0009285 + +2023-05-11 13:19:31,975 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 13:19:53,348 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 13:20:05,725 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 13:20:27,259 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 13:20:39,515 - wikidata12k_1n - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.50688, Head : 0.36906, Avg : 0.43797 + +2023-05-11 13:20:39,516 - wikidata12k_1n - [INFO] - [Epoch 346]: Training Loss: 0.00092847, Valid MRR: 0.44315, + + + +2023-05-11 13:20:40,163 - wikidata12k_1n - [INFO] - [E:347| 0]: Train Loss:0.00092521, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:21:43,078 - wikidata12k_1n - [INFO] - [E:347| 100]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:22:46,068 - wikidata12k_1n - [INFO] - [E:347| 200]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:23:49,009 - wikidata12k_1n - [INFO] - [E:347| 300]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:24:52,079 - wikidata12k_1n - [INFO] - [E:347| 400]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:25:55,111 - wikidata12k_1n - [INFO] - [E:347| 500]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:26:58,088 - wikidata12k_1n - [INFO] - [E:347| 600]: Train Loss:0.00092803, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:28:01,055 - wikidata12k_1n - [INFO] - [E:347| 700]: Train Loss:0.00092833, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:29:04,025 - wikidata12k_1n - [INFO] - [E:347| 800]: Train Loss:0.00092844, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:30:07,016 - wikidata12k_1n - [INFO] - [E:347| 900]: Train Loss:0.00092836, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:31:10,001 - wikidata12k_1n - [INFO] - [E:347| 1000]: Train Loss:0.00092815, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:32:13,006 - wikidata12k_1n - [INFO] - [E:347| 1100]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:33:16,021 - wikidata12k_1n - [INFO] - [E:347| 1200]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:34:18,972 - wikidata12k_1n - [INFO] - [E:347| 1300]: Train Loss:0.00092791, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:35:21,900 - wikidata12k_1n - [INFO] - [E:347| 1400]: Train Loss:0.0009281, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:36:24,766 - wikidata12k_1n - [INFO] - [E:347| 1500]: Train Loss:0.00092805, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:37:27,646 - wikidata12k_1n - [INFO] - [E:347| 1600]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:38:08,732 - wikidata12k_1n - [INFO] - [Epoch:347]: Training Loss:0.0009283 + +2023-05-11 13:38:08,948 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 13:38:30,279 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 13:38:42,642 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 13:39:04,169 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 13:39:16,396 - wikidata12k_1n - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.50858, Head : 0.36831, Avg : 0.43845 + +2023-05-11 13:39:16,396 - wikidata12k_1n - [INFO] - [Epoch 347]: Training Loss: 0.00092829, Valid MRR: 0.44315, + + + +2023-05-11 13:39:17,040 - wikidata12k_1n - [INFO] - [E:348| 0]: Train Loss:0.00092362, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:40:20,008 - wikidata12k_1n - [INFO] - [E:348| 100]: Train Loss:0.00092469, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:41:22,991 - wikidata12k_1n - [INFO] - [E:348| 200]: Train Loss:0.00092658, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:42:25,940 - wikidata12k_1n - [INFO] - [E:348| 300]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:43:28,905 - wikidata12k_1n - [INFO] - [E:348| 400]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:44:31,844 - wikidata12k_1n - [INFO] - [E:348| 500]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:45:34,761 - wikidata12k_1n - [INFO] - [E:348| 600]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:46:37,675 - wikidata12k_1n - [INFO] - [E:348| 700]: Train Loss:0.00092816, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:47:40,630 - wikidata12k_1n - [INFO] - [E:348| 800]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:48:43,574 - wikidata12k_1n - [INFO] - [E:348| 900]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:49:46,596 - wikidata12k_1n - [INFO] - [E:348| 1000]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:50:49,561 - wikidata12k_1n - [INFO] - [E:348| 1100]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:51:52,633 - wikidata12k_1n - [INFO] - [E:348| 1200]: Train Loss:0.0009281, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:52:55,606 - wikidata12k_1n - [INFO] - [E:348| 1300]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:53:58,672 - wikidata12k_1n - [INFO] - [E:348| 1400]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:55:01,639 - wikidata12k_1n - [INFO] - [E:348| 1500]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:56:04,672 - wikidata12k_1n - [INFO] - [E:348| 1600]: Train Loss:0.00092823, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:56:45,875 - wikidata12k_1n - [INFO] - [Epoch:348]: Training Loss:0.0009282 + +2023-05-11 13:56:46,090 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 13:57:07,462 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 13:57:19,832 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 13:57:41,366 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 13:57:53,615 - wikidata12k_1n - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.50311, Head : 0.36737, Avg : 0.43524 + +2023-05-11 13:57:53,616 - wikidata12k_1n - [INFO] - [Epoch 348]: Training Loss: 0.00092825, Valid MRR: 0.44315, + + + +2023-05-11 13:57:54,258 - wikidata12k_1n - [INFO] - [E:349| 0]: Train Loss:0.000908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:58:57,394 - wikidata12k_1n - [INFO] - [E:349| 100]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:00:00,373 - wikidata12k_1n - [INFO] - [E:349| 200]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:01:03,377 - wikidata12k_1n - [INFO] - [E:349| 300]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:02:06,367 - wikidata12k_1n - [INFO] - [E:349| 400]: Train Loss:0.0009269, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:03:09,351 - wikidata12k_1n - [INFO] - [E:349| 500]: Train Loss:0.00092665, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:04:12,320 - wikidata12k_1n - [INFO] - [E:349| 600]: Train Loss:0.00092648, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:05:15,310 - wikidata12k_1n - [INFO] - [E:349| 700]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:06:18,317 - wikidata12k_1n - [INFO] - [E:349| 800]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:07:21,410 - wikidata12k_1n - [INFO] - [E:349| 900]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:08:24,361 - wikidata12k_1n - [INFO] - [E:349| 1000]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:09:27,303 - wikidata12k_1n - [INFO] - [E:349| 1100]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:10:30,294 - wikidata12k_1n - [INFO] - [E:349| 1200]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:11:33,322 - wikidata12k_1n - [INFO] - [E:349| 1300]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:12:36,302 - wikidata12k_1n - [INFO] - [E:349| 1400]: Train Loss:0.00092789, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:13:39,291 - wikidata12k_1n - [INFO] - [E:349| 1500]: Train Loss:0.00092815, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:14:42,331 - wikidata12k_1n - [INFO] - [E:349| 1600]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:15:23,570 - wikidata12k_1n - [INFO] - [Epoch:349]: Training Loss:0.0009281 + +2023-05-11 14:15:23,787 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 14:15:45,129 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 14:15:57,503 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 14:16:19,024 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 14:16:31,263 - wikidata12k_1n - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.4989, Head : 0.34104, Avg : 0.41997 + MR: Tail : 796.68, Head : 959.76, Avg : 878.22 + Hit-1: Tail : 0.41503, Head : 0.23268, Avg : 0.32386 + Hit-3: Tail : 0.54617, Head : 0.39544, Avg : 0.4708 + Hit-10: Tail : 0.65474, Head : 0.54953, Avg : 0.60214 +2023-05-11 14:16:31,263 - wikidata12k_1n - [INFO] - [Epoch 349]: Training Loss: 0.00092813, Valid MRR: 0.44315, + + + +2023-05-11 14:16:31,907 - wikidata12k_1n - [INFO] - [E:350| 0]: Train Loss:0.00091475, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:17:34,877 - wikidata12k_1n - [INFO] - [E:350| 100]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:18:37,914 - wikidata12k_1n - [INFO] - [E:350| 200]: Train Loss:0.00092656, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:19:40,853 - wikidata12k_1n - [INFO] - [E:350| 300]: Train Loss:0.00092708, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:20:43,819 - wikidata12k_1n - [INFO] - [E:350| 400]: Train Loss:0.00092761, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:21:46,781 - wikidata12k_1n - [INFO] - [E:350| 500]: Train Loss:0.00092794, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:22:49,778 - wikidata12k_1n - [INFO] - [E:350| 600]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:23:52,857 - wikidata12k_1n - [INFO] - [E:350| 700]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:24:55,844 - wikidata12k_1n - [INFO] - [E:350| 800]: Train Loss:0.00092777, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:25:58,833 - wikidata12k_1n - [INFO] - [E:350| 900]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:27:01,767 - wikidata12k_1n - [INFO] - [E:350| 1000]: Train Loss:0.0009275, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:28:04,742 - wikidata12k_1n - [INFO] - [E:350| 1100]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:29:07,678 - wikidata12k_1n - [INFO] - [E:350| 1200]: Train Loss:0.00092733, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:30:10,717 - wikidata12k_1n - [INFO] - [E:350| 1300]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:31:13,682 - wikidata12k_1n - [INFO] - [E:350| 1400]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:32:16,757 - wikidata12k_1n - [INFO] - [E:350| 1500]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:33:19,739 - wikidata12k_1n - [INFO] - [E:350| 1600]: Train Loss:0.00092784, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:34:00,898 - wikidata12k_1n - [INFO] - [Epoch:350]: Training Loss:0.0009279 + +2023-05-11 14:34:01,114 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 14:34:22,479 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 14:34:34,846 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 14:34:56,384 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 14:35:08,638 - wikidata12k_1n - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.50342, Head : 0.36931, Avg : 0.43637 + +2023-05-11 14:35:08,638 - wikidata12k_1n - [INFO] - [Epoch 350]: Training Loss: 0.00092789, Valid MRR: 0.44315, + + + +2023-05-11 14:35:09,283 - wikidata12k_1n - [INFO] - [E:351| 0]: Train Loss:0.00089985, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:36:12,270 - wikidata12k_1n - [INFO] - [E:351| 100]: Train Loss:0.00092985, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:37:15,289 - wikidata12k_1n - [INFO] - [E:351| 200]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:38:18,192 - wikidata12k_1n - [INFO] - [E:351| 300]: Train Loss:0.00092934, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:39:21,152 - wikidata12k_1n - [INFO] - [E:351| 400]: Train Loss:0.00092946, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:40:24,223 - wikidata12k_1n - [INFO] - [E:351| 500]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:41:27,166 - wikidata12k_1n - [INFO] - [E:351| 600]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:42:30,059 - wikidata12k_1n - [INFO] - [E:351| 700]: Train Loss:0.00092843, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:43:32,994 - wikidata12k_1n - [INFO] - [E:351| 800]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:44:35,957 - wikidata12k_1n - [INFO] - [E:351| 900]: Train Loss:0.00092828, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:45:38,948 - wikidata12k_1n - [INFO] - [E:351| 1000]: Train Loss:0.0009281, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:46:41,885 - wikidata12k_1n - [INFO] - [E:351| 1100]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:47:44,891 - wikidata12k_1n - [INFO] - [E:351| 1200]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:48:47,983 - wikidata12k_1n - [INFO] - [E:351| 1300]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:49:50,970 - wikidata12k_1n - [INFO] - [E:351| 1400]: Train Loss:0.00092796, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:50:53,949 - wikidata12k_1n - [INFO] - [E:351| 1500]: Train Loss:0.00092813, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:51:56,928 - wikidata12k_1n - [INFO] - [E:351| 1600]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:52:38,064 - wikidata12k_1n - [INFO] - [Epoch:351]: Training Loss:0.0009282 + +2023-05-11 14:52:38,279 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 14:52:59,618 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 14:53:11,962 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 14:53:33,468 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 14:53:45,705 - wikidata12k_1n - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.51021, Head : 0.36841, Avg : 0.43931 + +2023-05-11 14:53:45,705 - wikidata12k_1n - [INFO] - [Epoch 351]: Training Loss: 0.00092817, Valid MRR: 0.44315, + + + +2023-05-11 14:53:46,349 - wikidata12k_1n - [INFO] - [E:352| 0]: Train Loss:0.00093328, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:54:49,311 - wikidata12k_1n - [INFO] - [E:352| 100]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:55:52,246 - wikidata12k_1n - [INFO] - [E:352| 200]: Train Loss:0.0009265, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:56:55,264 - wikidata12k_1n - [INFO] - [E:352| 300]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:57:58,088 - wikidata12k_1n - [INFO] - [E:352| 400]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:59:00,939 - wikidata12k_1n - [INFO] - [E:352| 500]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:00:03,788 - wikidata12k_1n - [INFO] - [E:352| 600]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:01:06,775 - wikidata12k_1n - [INFO] - [E:352| 700]: Train Loss:0.0009278, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:02:09,758 - wikidata12k_1n - [INFO] - [E:352| 800]: Train Loss:0.00092799, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:03:12,725 - wikidata12k_1n - [INFO] - [E:352| 900]: Train Loss:0.00092805, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:04:15,627 - wikidata12k_1n - [INFO] - [E:352| 1000]: Train Loss:0.00092775, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:05:18,699 - wikidata12k_1n - [INFO] - [E:352| 1100]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:06:21,648 - wikidata12k_1n - [INFO] - [E:352| 1200]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:07:24,571 - wikidata12k_1n - [INFO] - [E:352| 1300]: Train Loss:0.00092812, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:08:27,535 - wikidata12k_1n - [INFO] - [E:352| 1400]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:09:30,536 - wikidata12k_1n - [INFO] - [E:352| 1500]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:10:33,512 - wikidata12k_1n - [INFO] - [E:352| 1600]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:11:14,678 - wikidata12k_1n - [INFO] - [Epoch:352]: Training Loss:0.0009282 + +2023-05-11 15:11:14,895 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 15:11:36,231 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 15:11:48,593 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 15:12:10,117 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 15:12:22,352 - wikidata12k_1n - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.5072, Head : 0.37095, Avg : 0.43907 + +2023-05-11 15:12:22,352 - wikidata12k_1n - [INFO] - [Epoch 352]: Training Loss: 0.00092817, Valid MRR: 0.44315, + + + +2023-05-11 15:12:22,999 - wikidata12k_1n - [INFO] - [E:353| 0]: Train Loss:0.00090792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:13:26,063 - wikidata12k_1n - [INFO] - [E:353| 100]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:14:29,030 - wikidata12k_1n - [INFO] - [E:353| 200]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:15:32,073 - wikidata12k_1n - [INFO] - [E:353| 300]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:16:35,044 - wikidata12k_1n - [INFO] - [E:353| 400]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:17:37,954 - wikidata12k_1n - [INFO] - [E:353| 500]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:18:40,850 - wikidata12k_1n - [INFO] - [E:353| 600]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:19:43,767 - wikidata12k_1n - [INFO] - [E:353| 700]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:20:46,722 - wikidata12k_1n - [INFO] - [E:353| 800]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:21:49,711 - wikidata12k_1n - [INFO] - [E:353| 900]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:22:52,634 - wikidata12k_1n - [INFO] - [E:353| 1000]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:23:55,581 - wikidata12k_1n - [INFO] - [E:353| 1100]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:24:58,480 - wikidata12k_1n - [INFO] - [E:353| 1200]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:26:01,459 - wikidata12k_1n - [INFO] - [E:353| 1300]: Train Loss:0.0009276, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:27:04,417 - wikidata12k_1n - [INFO] - [E:353| 1400]: Train Loss:0.00092773, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:28:07,415 - wikidata12k_1n - [INFO] - [E:353| 1500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:29:10,425 - wikidata12k_1n - [INFO] - [E:353| 1600]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:29:51,622 - wikidata12k_1n - [INFO] - [Epoch:353]: Training Loss:0.000928 + +2023-05-11 15:29:51,839 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 15:30:13,192 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 15:30:25,535 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 15:30:47,039 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 15:30:59,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.50325, Head : 0.3462, Avg : 0.42472 + +2023-05-11 15:30:59,278 - wikidata12k_1n - [INFO] - [Epoch 353]: Training Loss: 0.00092804, Valid MRR: 0.44315, + + + +2023-05-11 15:30:59,919 - wikidata12k_1n - [INFO] - [E:354| 0]: Train Loss:0.00094872, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:32:02,894 - wikidata12k_1n - [INFO] - [E:354| 100]: Train Loss:0.00092782, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:33:05,870 - wikidata12k_1n - [INFO] - [E:354| 200]: Train Loss:0.00092735, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:34:08,851 - wikidata12k_1n - [INFO] - [E:354| 300]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:35:11,786 - wikidata12k_1n - [INFO] - [E:354| 400]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:36:14,670 - wikidata12k_1n - [INFO] - [E:354| 500]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:37:17,634 - wikidata12k_1n - [INFO] - [E:354| 600]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:38:20,687 - wikidata12k_1n - [INFO] - [E:354| 700]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:39:23,671 - wikidata12k_1n - [INFO] - [E:354| 800]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:40:26,653 - wikidata12k_1n - [INFO] - [E:354| 900]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:41:29,667 - wikidata12k_1n - [INFO] - [E:354| 1000]: Train Loss:0.0009274, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:42:32,651 - wikidata12k_1n - [INFO] - [E:354| 1100]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:43:35,568 - wikidata12k_1n - [INFO] - [E:354| 1200]: Train Loss:0.00092782, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:44:38,476 - wikidata12k_1n - [INFO] - [E:354| 1300]: Train Loss:0.00092783, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:45:41,396 - wikidata12k_1n - [INFO] - [E:354| 1400]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:46:44,435 - wikidata12k_1n - [INFO] - [E:354| 1500]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:47:47,465 - wikidata12k_1n - [INFO] - [E:354| 1600]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:48:28,670 - wikidata12k_1n - [INFO] - [Epoch:354]: Training Loss:0.0009279 + +2023-05-11 15:48:28,886 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 15:48:50,235 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 15:49:02,594 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 15:49:24,118 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 15:49:36,365 - wikidata12k_1n - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.51022, Head : 0.3518, Avg : 0.43101 + +2023-05-11 15:49:36,365 - wikidata12k_1n - [INFO] - [Epoch 354]: Training Loss: 0.0009279, Valid MRR: 0.44315, + + + +2023-05-11 15:49:37,014 - wikidata12k_1n - [INFO] - [E:355| 0]: Train Loss:0.00098043, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:50:40,026 - wikidata12k_1n - [INFO] - [E:355| 100]: Train Loss:0.00092834, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:51:43,029 - wikidata12k_1n - [INFO] - [E:355| 200]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:52:46,020 - wikidata12k_1n - [INFO] - [E:355| 300]: Train Loss:0.00092724, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:53:48,980 - wikidata12k_1n - [INFO] - [E:355| 400]: Train Loss:0.00092761, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:54:52,014 - wikidata12k_1n - [INFO] - [E:355| 500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:55:54,985 - wikidata12k_1n - [INFO] - [E:355| 600]: Train Loss:0.00092783, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:56:57,959 - wikidata12k_1n - [INFO] - [E:355| 700]: Train Loss:0.00092764, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:58:00,930 - wikidata12k_1n - [INFO] - [E:355| 800]: Train Loss:0.00092741, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:59:03,911 - wikidata12k_1n - [INFO] - [E:355| 900]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:00:06,885 - wikidata12k_1n - [INFO] - [E:355| 1000]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:01:09,889 - wikidata12k_1n - [INFO] - [E:355| 1100]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:02:12,875 - wikidata12k_1n - [INFO] - [E:355| 1200]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:03:15,909 - wikidata12k_1n - [INFO] - [E:355| 1300]: Train Loss:0.00092768, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:04:18,901 - wikidata12k_1n - [INFO] - [E:355| 1400]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:05:21,832 - wikidata12k_1n - [INFO] - [E:355| 1500]: Train Loss:0.00092784, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:06:24,801 - wikidata12k_1n - [INFO] - [E:355| 1600]: Train Loss:0.00092778, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:07:05,993 - wikidata12k_1n - [INFO] - [Epoch:355]: Training Loss:0.0009278 + +2023-05-11 16:07:06,210 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 16:07:27,543 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 16:07:39,906 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 16:08:01,427 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 16:08:13,661 - wikidata12k_1n - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.50764, Head : 0.33174, Avg : 0.41969 + +2023-05-11 16:08:13,661 - wikidata12k_1n - [INFO] - [Epoch 355]: Training Loss: 0.00092781, Valid MRR: 0.44315, + + + +2023-05-11 16:08:14,304 - wikidata12k_1n - [INFO] - [E:356| 0]: Train Loss:0.00096224, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:09:17,289 - wikidata12k_1n - [INFO] - [E:356| 100]: Train Loss:0.00092906, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:10:20,337 - wikidata12k_1n - [INFO] - [E:356| 200]: Train Loss:0.00092975, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:11:23,350 - wikidata12k_1n - [INFO] - [E:356| 300]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:12:26,352 - wikidata12k_1n - [INFO] - [E:356| 400]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:13:29,321 - wikidata12k_1n - [INFO] - [E:356| 500]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:14:32,277 - wikidata12k_1n - [INFO] - [E:356| 600]: Train Loss:0.00092769, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:15:35,205 - wikidata12k_1n - [INFO] - [E:356| 700]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:16:38,152 - wikidata12k_1n - [INFO] - [E:356| 800]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:17:41,088 - wikidata12k_1n - [INFO] - [E:356| 900]: Train Loss:0.00092798, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:18:44,065 - wikidata12k_1n - [INFO] - [E:356| 1000]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:19:47,065 - wikidata12k_1n - [INFO] - [E:356| 1100]: Train Loss:0.00092831, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:20:50,137 - wikidata12k_1n - [INFO] - [E:356| 1200]: Train Loss:0.00092812, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:21:53,052 - wikidata12k_1n - [INFO] - [E:356| 1300]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:22:56,012 - wikidata12k_1n - [INFO] - [E:356| 1400]: Train Loss:0.00092824, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:23:58,982 - wikidata12k_1n - [INFO] - [E:356| 1500]: Train Loss:0.00092812, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:25:01,969 - wikidata12k_1n - [INFO] - [E:356| 1600]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:25:43,126 - wikidata12k_1n - [INFO] - [Epoch:356]: Training Loss:0.000928 + +2023-05-11 16:25:43,343 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 16:26:04,679 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 16:26:17,037 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 16:26:38,552 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 16:26:50,810 - wikidata12k_1n - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.50325, Head : 0.37039, Avg : 0.43682 + +2023-05-11 16:26:50,810 - wikidata12k_1n - [INFO] - [Epoch 356]: Training Loss: 0.00092795, Valid MRR: 0.44315, + + + +2023-05-11 16:26:51,457 - wikidata12k_1n - [INFO] - [E:357| 0]: Train Loss:0.00095308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:27:54,424 - wikidata12k_1n - [INFO] - [E:357| 100]: Train Loss:0.00092648, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:28:57,464 - wikidata12k_1n - [INFO] - [E:357| 200]: Train Loss:0.00092893, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:30:00,441 - wikidata12k_1n - [INFO] - [E:357| 300]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:31:03,403 - wikidata12k_1n - [INFO] - [E:357| 400]: Train Loss:0.00092762, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:32:06,418 - wikidata12k_1n - [INFO] - [E:357| 500]: Train Loss:0.00092794, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:33:09,390 - wikidata12k_1n - [INFO] - [E:357| 600]: Train Loss:0.00092863, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:34:12,351 - wikidata12k_1n - [INFO] - [E:357| 700]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:35:15,304 - wikidata12k_1n - [INFO] - [E:357| 800]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:36:18,291 - wikidata12k_1n - [INFO] - [E:357| 900]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:37:21,345 - wikidata12k_1n - [INFO] - [E:357| 1000]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:38:24,326 - wikidata12k_1n - [INFO] - [E:357| 1100]: Train Loss:0.00092786, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:39:27,310 - wikidata12k_1n - [INFO] - [E:357| 1200]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:40:30,276 - wikidata12k_1n - [INFO] - [E:357| 1300]: Train Loss:0.00092796, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:41:33,249 - wikidata12k_1n - [INFO] - [E:357| 1400]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:42:36,229 - wikidata12k_1n - [INFO] - [E:357| 1500]: Train Loss:0.00092811, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:43:39,216 - wikidata12k_1n - [INFO] - [E:357| 1600]: Train Loss:0.00092801, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:44:20,332 - wikidata12k_1n - [INFO] - [Epoch:357]: Training Loss:0.0009281 + +2023-05-11 16:44:20,547 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 16:44:41,889 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 16:44:54,282 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 16:45:15,803 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 16:45:28,034 - wikidata12k_1n - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.49494, Head : 0.36863, Avg : 0.43178 + +2023-05-11 16:45:28,034 - wikidata12k_1n - [INFO] - [Epoch 357]: Training Loss: 0.00092809, Valid MRR: 0.44315, + + + +2023-05-11 16:45:28,677 - wikidata12k_1n - [INFO] - [E:358| 0]: Train Loss:0.00092404, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:46:31,596 - wikidata12k_1n - [INFO] - [E:358| 100]: Train Loss:0.00092271, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:47:34,586 - wikidata12k_1n - [INFO] - [E:358| 200]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:48:37,569 - wikidata12k_1n - [INFO] - [E:358| 300]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:49:40,575 - wikidata12k_1n - [INFO] - [E:358| 400]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:50:43,564 - wikidata12k_1n - [INFO] - [E:358| 500]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:51:46,590 - wikidata12k_1n - [INFO] - [E:358| 600]: Train Loss:0.00092781, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:52:49,543 - wikidata12k_1n - [INFO] - [E:358| 700]: Train Loss:0.00092763, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:53:52,564 - wikidata12k_1n - [INFO] - [E:358| 800]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:54:55,539 - wikidata12k_1n - [INFO] - [E:358| 900]: Train Loss:0.00092804, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:55:58,539 - wikidata12k_1n - [INFO] - [E:358| 1000]: Train Loss:0.00092804, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:57:01,502 - wikidata12k_1n - [INFO] - [E:358| 1100]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:58:04,458 - wikidata12k_1n - [INFO] - [E:358| 1200]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:59:07,432 - wikidata12k_1n - [INFO] - [E:358| 1300]: Train Loss:0.00092799, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:00:10,361 - wikidata12k_1n - [INFO] - [E:358| 1400]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:01:13,330 - wikidata12k_1n - [INFO] - [E:358| 1500]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:02:16,338 - wikidata12k_1n - [INFO] - [E:358| 1600]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:02:57,532 - wikidata12k_1n - [INFO] - [Epoch:358]: Training Loss:0.0009279 + +2023-05-11 17:02:57,748 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 17:03:19,078 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 17:03:31,435 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 17:03:52,954 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 17:04:05,183 - wikidata12k_1n - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.51155, Head : 0.36211, Avg : 0.43683 + +2023-05-11 17:04:05,184 - wikidata12k_1n - [INFO] - [Epoch 358]: Training Loss: 0.00092785, Valid MRR: 0.44315, + + + +2023-05-11 17:04:05,829 - wikidata12k_1n - [INFO] - [E:359| 0]: Train Loss:0.00091017, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:05:08,774 - wikidata12k_1n - [INFO] - [E:359| 100]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:06:11,728 - wikidata12k_1n - [INFO] - [E:359| 200]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:07:14,699 - wikidata12k_1n - [INFO] - [E:359| 300]: Train Loss:0.00092859, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:08:17,675 - wikidata12k_1n - [INFO] - [E:359| 400]: Train Loss:0.00092802, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:09:20,635 - wikidata12k_1n - [INFO] - [E:359| 500]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:10:23,661 - wikidata12k_1n - [INFO] - [E:359| 600]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:11:26,599 - wikidata12k_1n - [INFO] - [E:359| 700]: Train Loss:0.00092755, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:12:29,560 - wikidata12k_1n - [INFO] - [E:359| 800]: Train Loss:0.00092758, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:13:32,490 - wikidata12k_1n - [INFO] - [E:359| 900]: Train Loss:0.00092738, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:14:35,446 - wikidata12k_1n - [INFO] - [E:359| 1000]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:15:38,427 - wikidata12k_1n - [INFO] - [E:359| 1100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:16:41,334 - wikidata12k_1n - [INFO] - [E:359| 1200]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:17:44,227 - wikidata12k_1n - [INFO] - [E:359| 1300]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:18:47,290 - wikidata12k_1n - [INFO] - [E:359| 1400]: Train Loss:0.00092759, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:19:50,182 - wikidata12k_1n - [INFO] - [E:359| 1500]: Train Loss:0.00092764, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:20:53,117 - wikidata12k_1n - [INFO] - [E:359| 1600]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:21:34,246 - wikidata12k_1n - [INFO] - [Epoch:359]: Training Loss:0.0009279 + +2023-05-11 17:21:34,462 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 17:21:55,799 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 17:22:08,148 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 17:22:29,654 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 17:22:41,891 - wikidata12k_1n - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.50459, Head : 0.36293, Avg : 0.43376 + MR: Tail : 776.33, Head : 953.19, Avg : 864.76 + Hit-1: Tail : 0.42097, Head : 0.26292, Avg : 0.34194 + Hit-3: Tail : 0.55181, Head : 0.41454, Avg : 0.48317 + Hit-10: Tail : 0.66335, Head : 0.54741, Avg : 0.60538 +2023-05-11 17:22:41,891 - wikidata12k_1n - [INFO] - [Epoch 359]: Training Loss: 0.00092786, Valid MRR: 0.44315, + + + +2023-05-11 17:22:42,539 - wikidata12k_1n - [INFO] - [E:360| 0]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:23:45,454 - wikidata12k_1n - [INFO] - [E:360| 100]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:24:48,372 - wikidata12k_1n - [INFO] - [E:360| 200]: Train Loss:0.0009271, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:25:51,263 - wikidata12k_1n - [INFO] - [E:360| 300]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:26:54,293 - wikidata12k_1n - [INFO] - [E:360| 400]: Train Loss:0.00092654, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:27:57,252 - wikidata12k_1n - [INFO] - [E:360| 500]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:29:00,235 - wikidata12k_1n - [INFO] - [E:360| 600]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:30:03,223 - wikidata12k_1n - [INFO] - [E:360| 700]: Train Loss:0.00092749, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:31:06,174 - wikidata12k_1n - [INFO] - [E:360| 800]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:32:09,085 - wikidata12k_1n - [INFO] - [E:360| 900]: Train Loss:0.00092773, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:33:12,001 - wikidata12k_1n - [INFO] - [E:360| 1000]: Train Loss:0.00092755, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:34:14,949 - wikidata12k_1n - [INFO] - [E:360| 1100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:35:18,048 - wikidata12k_1n - [INFO] - [E:360| 1200]: Train Loss:0.00092767, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:36:21,004 - wikidata12k_1n - [INFO] - [E:360| 1300]: Train Loss:0.00092766, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:37:23,948 - wikidata12k_1n - [INFO] - [E:360| 1400]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:38:26,891 - wikidata12k_1n - [INFO] - [E:360| 1500]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:39:29,805 - wikidata12k_1n - [INFO] - [E:360| 1600]: Train Loss:0.00092768, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:40:10,935 - wikidata12k_1n - [INFO] - [Epoch:360]: Training Loss:0.0009275 + +2023-05-11 17:40:11,152 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 17:40:32,478 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 17:40:44,843 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 17:41:06,349 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 17:41:18,579 - wikidata12k_1n - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.49903, Head : 0.3711, Avg : 0.43507 + +2023-05-11 17:41:18,579 - wikidata12k_1n - [INFO] - [Epoch 360]: Training Loss: 0.00092752, Valid MRR: 0.44315, + + + +2023-05-11 17:41:19,220 - wikidata12k_1n - [INFO] - [E:361| 0]: Train Loss:0.00091969, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:42:22,131 - wikidata12k_1n - [INFO] - [E:361| 100]: Train Loss:0.00092308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:43:25,151 - wikidata12k_1n - [INFO] - [E:361| 200]: Train Loss:0.00092482, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:44:28,074 - wikidata12k_1n - [INFO] - [E:361| 300]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:45:30,979 - wikidata12k_1n - [INFO] - [E:361| 400]: Train Loss:0.00092627, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:46:33,879 - wikidata12k_1n - [INFO] - [E:361| 500]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:47:36,801 - wikidata12k_1n - [INFO] - [E:361| 600]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:48:39,789 - wikidata12k_1n - [INFO] - [E:361| 700]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:49:42,713 - wikidata12k_1n - [INFO] - [E:361| 800]: Train Loss:0.00092782, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:50:45,702 - wikidata12k_1n - [INFO] - [E:361| 900]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:51:48,739 - wikidata12k_1n - [INFO] - [E:361| 1000]: Train Loss:0.00092794, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:52:51,747 - wikidata12k_1n - [INFO] - [E:361| 1100]: Train Loss:0.00092787, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:53:54,675 - wikidata12k_1n - [INFO] - [E:361| 1200]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:54:57,622 - wikidata12k_1n - [INFO] - [E:361| 1300]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:56:00,554 - wikidata12k_1n - [INFO] - [E:361| 1400]: Train Loss:0.00092768, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:57:03,600 - wikidata12k_1n - [INFO] - [E:361| 1500]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:58:06,545 - wikidata12k_1n - [INFO] - [E:361| 1600]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:58:47,732 - wikidata12k_1n - [INFO] - [Epoch:361]: Training Loss:0.0009277 + +2023-05-11 17:58:47,949 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 17:59:09,294 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 17:59:21,648 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 17:59:43,172 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 17:59:55,460 - wikidata12k_1n - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.50269, Head : 0.37104, Avg : 0.43687 + +2023-05-11 17:59:55,460 - wikidata12k_1n - [INFO] - [Epoch 361]: Training Loss: 0.00092766, Valid MRR: 0.44315, + + + +2023-05-11 17:59:56,108 - wikidata12k_1n - [INFO] - [E:362| 0]: Train Loss:0.0009109, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:00:59,149 - wikidata12k_1n - [INFO] - [E:362| 100]: Train Loss:0.00092707, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:02:02,148 - wikidata12k_1n - [INFO] - [E:362| 200]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:03:05,057 - wikidata12k_1n - [INFO] - [E:362| 300]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:04:07,999 - wikidata12k_1n - [INFO] - [E:362| 400]: Train Loss:0.00092672, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:05:10,937 - wikidata12k_1n - [INFO] - [E:362| 500]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:06:13,877 - wikidata12k_1n - [INFO] - [E:362| 600]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:07:16,846 - wikidata12k_1n - [INFO] - [E:362| 700]: Train Loss:0.00092657, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:08:19,888 - wikidata12k_1n - [INFO] - [E:362| 800]: Train Loss:0.00092691, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:09:22,895 - wikidata12k_1n - [INFO] - [E:362| 900]: Train Loss:0.00092729, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:10:25,886 - wikidata12k_1n - [INFO] - [E:362| 1000]: Train Loss:0.00092735, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:11:28,872 - wikidata12k_1n - [INFO] - [E:362| 1100]: Train Loss:0.0009274, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:12:31,878 - wikidata12k_1n - [INFO] - [E:362| 1200]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:13:34,859 - wikidata12k_1n - [INFO] - [E:362| 1300]: Train Loss:0.00092766, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:14:37,847 - wikidata12k_1n - [INFO] - [E:362| 1400]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:15:40,856 - wikidata12k_1n - [INFO] - [E:362| 1500]: Train Loss:0.00092735, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:16:43,858 - wikidata12k_1n - [INFO] - [E:362| 1600]: Train Loss:0.00092741, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:17:24,984 - wikidata12k_1n - [INFO] - [Epoch:362]: Training Loss:0.0009274 + +2023-05-11 18:17:25,200 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 18:17:46,549 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 18:17:58,899 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 18:18:20,425 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 18:18:32,662 - wikidata12k_1n - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.50553, Head : 0.37051, Avg : 0.43802 + +2023-05-11 18:18:32,662 - wikidata12k_1n - [INFO] - [Epoch 362]: Training Loss: 0.00092742, Valid MRR: 0.44315, + + + +2023-05-11 18:18:33,309 - wikidata12k_1n - [INFO] - [E:363| 0]: Train Loss:0.00092004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:19:36,324 - wikidata12k_1n - [INFO] - [E:363| 100]: Train Loss:0.0009253, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:20:39,324 - wikidata12k_1n - [INFO] - [E:363| 200]: Train Loss:0.00092691, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:21:42,263 - wikidata12k_1n - [INFO] - [E:363| 300]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:22:45,225 - wikidata12k_1n - [INFO] - [E:363| 400]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:23:48,207 - wikidata12k_1n - [INFO] - [E:363| 500]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:24:51,233 - wikidata12k_1n - [INFO] - [E:363| 600]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:25:54,273 - wikidata12k_1n - [INFO] - [E:363| 700]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:26:57,248 - wikidata12k_1n - [INFO] - [E:363| 800]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:28:00,150 - wikidata12k_1n - [INFO] - [E:363| 900]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:29:03,150 - wikidata12k_1n - [INFO] - [E:363| 1000]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:30:06,160 - wikidata12k_1n - [INFO] - [E:363| 1100]: Train Loss:0.00092723, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:31:09,163 - wikidata12k_1n - [INFO] - [E:363| 1200]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:32:12,172 - wikidata12k_1n - [INFO] - [E:363| 1300]: Train Loss:0.00092725, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:33:15,192 - wikidata12k_1n - [INFO] - [E:363| 1400]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:34:18,173 - wikidata12k_1n - [INFO] - [E:363| 1500]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:35:21,123 - wikidata12k_1n - [INFO] - [E:363| 1600]: Train Loss:0.00092742, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:36:02,265 - wikidata12k_1n - [INFO] - [Epoch:363]: Training Loss:0.0009275 + +2023-05-11 18:36:02,481 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 18:36:23,824 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 18:36:36,188 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 18:36:57,701 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 18:37:09,946 - wikidata12k_1n - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.4956, Head : 0.36845, Avg : 0.43202 + +2023-05-11 18:37:09,946 - wikidata12k_1n - [INFO] - [Epoch 363]: Training Loss: 0.0009275, Valid MRR: 0.44315, + + + +2023-05-11 18:37:10,589 - wikidata12k_1n - [INFO] - [E:364| 0]: Train Loss:0.00090836, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:38:13,551 - wikidata12k_1n - [INFO] - [E:364| 100]: Train Loss:0.00092708, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:39:16,482 - wikidata12k_1n - [INFO] - [E:364| 200]: Train Loss:0.00092804, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:40:19,432 - wikidata12k_1n - [INFO] - [E:364| 300]: Train Loss:0.00092766, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:41:22,408 - wikidata12k_1n - [INFO] - [E:364| 400]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:42:25,383 - wikidata12k_1n - [INFO] - [E:364| 500]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:43:28,363 - wikidata12k_1n - [INFO] - [E:364| 600]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:44:31,330 - wikidata12k_1n - [INFO] - [E:364| 700]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:45:34,311 - wikidata12k_1n - [INFO] - [E:364| 800]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:46:37,271 - wikidata12k_1n - [INFO] - [E:364| 900]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:47:40,162 - wikidata12k_1n - [INFO] - [E:364| 1000]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:48:43,138 - wikidata12k_1n - [INFO] - [E:364| 1100]: Train Loss:0.00092786, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:49:46,123 - wikidata12k_1n - [INFO] - [E:364| 1200]: Train Loss:0.00092742, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:50:49,237 - wikidata12k_1n - [INFO] - [E:364| 1300]: Train Loss:0.00092712, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:51:52,275 - wikidata12k_1n - [INFO] - [E:364| 1400]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:52:55,291 - wikidata12k_1n - [INFO] - [E:364| 1500]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:53:58,261 - wikidata12k_1n - [INFO] - [E:364| 1600]: Train Loss:0.00092729, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:54:39,410 - wikidata12k_1n - [INFO] - [Epoch:364]: Training Loss:0.0009274 + +2023-05-11 18:54:39,628 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 18:55:00,961 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 18:55:13,319 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 18:55:34,839 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 18:55:47,090 - wikidata12k_1n - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.50541, Head : 0.36475, Avg : 0.43508 + +2023-05-11 18:55:47,090 - wikidata12k_1n - [INFO] - [Epoch 364]: Training Loss: 0.00092741, Valid MRR: 0.44315, + + + +2023-05-11 18:55:47,736 - wikidata12k_1n - [INFO] - [E:365| 0]: Train Loss:0.00091333, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:56:50,709 - wikidata12k_1n - [INFO] - [E:365| 100]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:57:53,630 - wikidata12k_1n - [INFO] - [E:365| 200]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:58:56,709 - wikidata12k_1n - [INFO] - [E:365| 300]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:59:59,668 - wikidata12k_1n - [INFO] - [E:365| 400]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:01:02,589 - wikidata12k_1n - [INFO] - [E:365| 500]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:02:05,499 - wikidata12k_1n - [INFO] - [E:365| 600]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:03:08,445 - wikidata12k_1n - [INFO] - [E:365| 700]: Train Loss:0.00092753, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:04:11,426 - wikidata12k_1n - [INFO] - [E:365| 800]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:05:14,378 - wikidata12k_1n - [INFO] - [E:365| 900]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:06:17,370 - wikidata12k_1n - [INFO] - [E:365| 1000]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:07:20,410 - wikidata12k_1n - [INFO] - [E:365| 1100]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:08:23,377 - wikidata12k_1n - [INFO] - [E:365| 1200]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:09:26,341 - wikidata12k_1n - [INFO] - [E:365| 1300]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:10:29,348 - wikidata12k_1n - [INFO] - [E:365| 1400]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:11:32,336 - wikidata12k_1n - [INFO] - [E:365| 1500]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:12:35,305 - wikidata12k_1n - [INFO] - [E:365| 1600]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:13:16,459 - wikidata12k_1n - [INFO] - [Epoch:365]: Training Loss:0.0009274 + +2023-05-11 19:13:16,676 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 19:13:38,036 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 19:13:50,387 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 19:14:11,904 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 19:14:24,150 - wikidata12k_1n - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.51161, Head : 0.33444, Avg : 0.42302 + +2023-05-11 19:14:24,151 - wikidata12k_1n - [INFO] - [Epoch 365]: Training Loss: 0.0009274, Valid MRR: 0.44315, + + + +2023-05-11 19:14:24,795 - wikidata12k_1n - [INFO] - [E:366| 0]: Train Loss:0.00094561, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:15:27,882 - wikidata12k_1n - [INFO] - [E:366| 100]: Train Loss:0.00092661, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:16:30,863 - wikidata12k_1n - [INFO] - [E:366| 200]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:17:33,818 - wikidata12k_1n - [INFO] - [E:366| 300]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:18:36,791 - wikidata12k_1n - [INFO] - [E:366| 400]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:19:39,766 - wikidata12k_1n - [INFO] - [E:366| 500]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:20:42,730 - wikidata12k_1n - [INFO] - [E:366| 600]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:21:45,727 - wikidata12k_1n - [INFO] - [E:366| 700]: Train Loss:0.00092636, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:22:48,586 - wikidata12k_1n - [INFO] - [E:366| 800]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:23:51,691 - wikidata12k_1n - [INFO] - [E:366| 900]: Train Loss:0.00092668, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:24:54,674 - wikidata12k_1n - [INFO] - [E:366| 1000]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:25:57,614 - wikidata12k_1n - [INFO] - [E:366| 1100]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:27:00,602 - wikidata12k_1n - [INFO] - [E:366| 1200]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:28:03,595 - wikidata12k_1n - [INFO] - [E:366| 1300]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:29:06,559 - wikidata12k_1n - [INFO] - [E:366| 1400]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:30:09,532 - wikidata12k_1n - [INFO] - [E:366| 1500]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:31:12,426 - wikidata12k_1n - [INFO] - [E:366| 1600]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:31:53,645 - wikidata12k_1n - [INFO] - [Epoch:366]: Training Loss:0.0009273 + +2023-05-11 19:31:53,862 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 19:32:15,204 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 19:32:27,558 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 19:32:49,086 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 19:33:01,323 - wikidata12k_1n - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.50659, Head : 0.33592, Avg : 0.42126 + +2023-05-11 19:33:01,323 - wikidata12k_1n - [INFO] - [Epoch 366]: Training Loss: 0.00092727, Valid MRR: 0.44315, + + + +2023-05-11 19:33:01,968 - wikidata12k_1n - [INFO] - [E:367| 0]: Train Loss:0.0009156, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:34:04,948 - wikidata12k_1n - [INFO] - [E:367| 100]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:35:07,941 - wikidata12k_1n - [INFO] - [E:367| 200]: Train Loss:0.00092534, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:36:10,886 - wikidata12k_1n - [INFO] - [E:367| 300]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:37:13,881 - wikidata12k_1n - [INFO] - [E:367| 400]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:38:16,784 - wikidata12k_1n - [INFO] - [E:367| 500]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:39:19,713 - wikidata12k_1n - [INFO] - [E:367| 600]: Train Loss:0.00092541, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:40:22,784 - wikidata12k_1n - [INFO] - [E:367| 700]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:41:25,758 - wikidata12k_1n - [INFO] - [E:367| 800]: Train Loss:0.00092598, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:42:28,767 - wikidata12k_1n - [INFO] - [E:367| 900]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:43:31,774 - wikidata12k_1n - [INFO] - [E:367| 1000]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:44:34,720 - wikidata12k_1n - [INFO] - [E:367| 1100]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:45:37,682 - wikidata12k_1n - [INFO] - [E:367| 1200]: Train Loss:0.00092696, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:46:40,630 - wikidata12k_1n - [INFO] - [E:367| 1300]: Train Loss:0.00092713, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:47:43,640 - wikidata12k_1n - [INFO] - [E:367| 1400]: Train Loss:0.0009271, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:48:46,701 - wikidata12k_1n - [INFO] - [E:367| 1500]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:49:49,633 - wikidata12k_1n - [INFO] - [E:367| 1600]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:50:30,794 - wikidata12k_1n - [INFO] - [Epoch:367]: Training Loss:0.0009272 + +2023-05-11 19:50:31,010 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 19:50:52,353 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 19:51:04,711 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 19:51:26,236 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 19:51:38,515 - wikidata12k_1n - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.51116, Head : 0.36183, Avg : 0.4365 + +2023-05-11 19:51:38,515 - wikidata12k_1n - [INFO] - [Epoch 367]: Training Loss: 0.00092719, Valid MRR: 0.44315, + + + +2023-05-11 19:51:39,159 - wikidata12k_1n - [INFO] - [E:368| 0]: Train Loss:0.00092125, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:52:42,135 - wikidata12k_1n - [INFO] - [E:368| 100]: Train Loss:0.00092742, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:53:45,090 - wikidata12k_1n - [INFO] - [E:368| 200]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:54:47,997 - wikidata12k_1n - [INFO] - [E:368| 300]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:55:50,884 - wikidata12k_1n - [INFO] - [E:368| 400]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:56:53,867 - wikidata12k_1n - [INFO] - [E:368| 500]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:57:56,848 - wikidata12k_1n - [INFO] - [E:368| 600]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:58:59,796 - wikidata12k_1n - [INFO] - [E:368| 700]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:00:02,782 - wikidata12k_1n - [INFO] - [E:368| 800]: Train Loss:0.00092686, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:01:05,763 - wikidata12k_1n - [INFO] - [E:368| 900]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:02:08,742 - wikidata12k_1n - [INFO] - [E:368| 1000]: Train Loss:0.00092734, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:03:11,688 - wikidata12k_1n - [INFO] - [E:368| 1100]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:04:14,658 - wikidata12k_1n - [INFO] - [E:368| 1200]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:05:17,706 - wikidata12k_1n - [INFO] - [E:368| 1300]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:06:20,688 - wikidata12k_1n - [INFO] - [E:368| 1400]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:07:23,596 - wikidata12k_1n - [INFO] - [E:368| 1500]: Train Loss:0.00092733, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:08:26,583 - wikidata12k_1n - [INFO] - [E:368| 1600]: Train Loss:0.00092722, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:09:07,728 - wikidata12k_1n - [INFO] - [Epoch:368]: Training Loss:0.0009271 + +2023-05-11 20:09:07,945 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 20:09:29,300 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 20:09:41,657 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 20:10:03,185 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 20:10:15,435 - wikidata12k_1n - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.5104, Head : 0.36375, Avg : 0.43707 + +2023-05-11 20:10:15,436 - wikidata12k_1n - [INFO] - [Epoch 368]: Training Loss: 0.00092711, Valid MRR: 0.44315, + + + +2023-05-11 20:10:16,080 - wikidata12k_1n - [INFO] - [E:369| 0]: Train Loss:0.00094987, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:11:19,055 - wikidata12k_1n - [INFO] - [E:369| 100]: Train Loss:0.0009278, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:12:22,034 - wikidata12k_1n - [INFO] - [E:369| 200]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:13:25,089 - wikidata12k_1n - [INFO] - [E:369| 300]: Train Loss:0.0009258, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:14:28,060 - wikidata12k_1n - [INFO] - [E:369| 400]: Train Loss:0.00092668, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:15:31,054 - wikidata12k_1n - [INFO] - [E:369| 500]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:16:34,098 - wikidata12k_1n - [INFO] - [E:369| 600]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:17:37,082 - wikidata12k_1n - [INFO] - [E:369| 700]: Train Loss:0.0009274, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:18:40,074 - wikidata12k_1n - [INFO] - [E:369| 800]: Train Loss:0.00092764, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:19:43,016 - wikidata12k_1n - [INFO] - [E:369| 900]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:20:45,995 - wikidata12k_1n - [INFO] - [E:369| 1000]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:21:48,937 - wikidata12k_1n - [INFO] - [E:369| 1100]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:22:51,867 - wikidata12k_1n - [INFO] - [E:369| 1200]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:23:54,841 - wikidata12k_1n - [INFO] - [E:369| 1300]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:24:57,788 - wikidata12k_1n - [INFO] - [E:369| 1400]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:26:00,697 - wikidata12k_1n - [INFO] - [E:369| 1500]: Train Loss:0.00092722, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:27:03,664 - wikidata12k_1n - [INFO] - [E:369| 1600]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:27:44,821 - wikidata12k_1n - [INFO] - [Epoch:369]: Training Loss:0.0009274 + +2023-05-11 20:27:45,036 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 20:28:06,380 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 20:28:18,742 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 20:28:40,272 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 20:28:52,516 - wikidata12k_1n - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.50942, Head : 0.30838, Avg : 0.4089 + MR: Tail : 776.57, Head : 972.47, Avg : 874.52 + Hit-1: Tail : 0.43141, Head : 0.19171, Avg : 0.31156 + Hit-3: Tail : 0.5531, Head : 0.36797, Avg : 0.46054 + Hit-10: Tail : 0.65019, Head : 0.52548, Avg : 0.58784 +2023-05-11 20:28:52,517 - wikidata12k_1n - [INFO] - [Epoch 369]: Training Loss: 0.00092741, Valid MRR: 0.44315, + + + +2023-05-11 20:28:53,160 - wikidata12k_1n - [INFO] - [E:370| 0]: Train Loss:0.00091337, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:29:56,272 - wikidata12k_1n - [INFO] - [E:370| 100]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:30:59,262 - wikidata12k_1n - [INFO] - [E:370| 200]: Train Loss:0.00092802, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:32:02,194 - wikidata12k_1n - [INFO] - [E:370| 300]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:33:05,150 - wikidata12k_1n - [INFO] - [E:370| 400]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:34:08,133 - wikidata12k_1n - [INFO] - [E:370| 500]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:35:11,086 - wikidata12k_1n - [INFO] - [E:370| 600]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:36:14,072 - wikidata12k_1n - [INFO] - [E:370| 700]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:37:17,082 - wikidata12k_1n - [INFO] - [E:370| 800]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:38:20,083 - wikidata12k_1n - [INFO] - [E:370| 900]: Train Loss:0.00092684, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:39:23,046 - wikidata12k_1n - [INFO] - [E:370| 1000]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:40:25,979 - wikidata12k_1n - [INFO] - [E:370| 1100]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:41:29,010 - wikidata12k_1n - [INFO] - [E:370| 1200]: Train Loss:0.00092749, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:42:31,987 - wikidata12k_1n - [INFO] - [E:370| 1300]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:43:34,966 - wikidata12k_1n - [INFO] - [E:370| 1400]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:44:37,961 - wikidata12k_1n - [INFO] - [E:370| 1500]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:45:40,842 - wikidata12k_1n - [INFO] - [E:370| 1600]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:46:22,002 - wikidata12k_1n - [INFO] - [Epoch:370]: Training Loss:0.0009272 + +2023-05-11 20:46:22,219 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 20:46:43,634 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 20:46:56,011 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 20:47:17,543 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 20:47:29,803 - wikidata12k_1n - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.50894, Head : 0.35527, Avg : 0.4321 + +2023-05-11 20:47:29,803 - wikidata12k_1n - [INFO] - [Epoch 370]: Training Loss: 0.00092722, Valid MRR: 0.44315, + + + +2023-05-11 20:47:30,450 - wikidata12k_1n - [INFO] - [E:371| 0]: Train Loss:0.00094926, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:48:33,407 - wikidata12k_1n - [INFO] - [E:371| 100]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:49:36,403 - wikidata12k_1n - [INFO] - [E:371| 200]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:50:39,390 - wikidata12k_1n - [INFO] - [E:371| 300]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:51:42,368 - wikidata12k_1n - [INFO] - [E:371| 400]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:52:45,270 - wikidata12k_1n - [INFO] - [E:371| 500]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:53:48,149 - wikidata12k_1n - [INFO] - [E:371| 600]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:54:51,093 - wikidata12k_1n - [INFO] - [E:371| 700]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:55:54,189 - wikidata12k_1n - [INFO] - [E:371| 800]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:56:57,156 - wikidata12k_1n - [INFO] - [E:371| 900]: Train Loss:0.00092618, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:58:00,128 - wikidata12k_1n - [INFO] - [E:371| 1000]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:59:03,078 - wikidata12k_1n - [INFO] - [E:371| 1100]: Train Loss:0.00092627, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:00:06,036 - wikidata12k_1n - [INFO] - [E:371| 1200]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:01:08,994 - wikidata12k_1n - [INFO] - [E:371| 1300]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:02:11,981 - wikidata12k_1n - [INFO] - [E:371| 1400]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:03:15,000 - wikidata12k_1n - [INFO] - [E:371| 1500]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:04:18,030 - wikidata12k_1n - [INFO] - [E:371| 1600]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:04:59,163 - wikidata12k_1n - [INFO] - [Epoch:371]: Training Loss:0.000927 + +2023-05-11 21:04:59,380 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 21:05:20,707 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 21:05:33,062 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 21:05:54,559 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 21:06:06,799 - wikidata12k_1n - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.50716, Head : 0.35804, Avg : 0.4326 + +2023-05-11 21:06:06,800 - wikidata12k_1n - [INFO] - [Epoch 371]: Training Loss: 0.000927, Valid MRR: 0.44315, + + + +2023-05-11 21:06:07,443 - wikidata12k_1n - [INFO] - [E:372| 0]: Train Loss:0.00091699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:07:10,345 - wikidata12k_1n - [INFO] - [E:372| 100]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:08:13,303 - wikidata12k_1n - [INFO] - [E:372| 200]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:09:16,254 - wikidata12k_1n - [INFO] - [E:372| 300]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:10:19,171 - wikidata12k_1n - [INFO] - [E:372| 400]: Train Loss:0.00092495, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:11:22,146 - wikidata12k_1n - [INFO] - [E:372| 500]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:12:25,126 - wikidata12k_1n - [INFO] - [E:372| 600]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:13:28,156 - wikidata12k_1n - [INFO] - [E:372| 700]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:14:31,077 - wikidata12k_1n - [INFO] - [E:372| 800]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:15:34,058 - wikidata12k_1n - [INFO] - [E:372| 900]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:16:37,024 - wikidata12k_1n - [INFO] - [E:372| 1000]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:17:39,980 - wikidata12k_1n - [INFO] - [E:372| 1100]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:18:42,946 - wikidata12k_1n - [INFO] - [E:372| 1200]: Train Loss:0.0009267, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:19:45,921 - wikidata12k_1n - [INFO] - [E:372| 1300]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:20:49,042 - wikidata12k_1n - [INFO] - [E:372| 1400]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:21:52,033 - wikidata12k_1n - [INFO] - [E:372| 1500]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:22:54,979 - wikidata12k_1n - [INFO] - [E:372| 1600]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:23:36,167 - wikidata12k_1n - [INFO] - [Epoch:372]: Training Loss:0.000927 + +2023-05-11 21:23:36,383 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 21:23:57,703 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 21:24:10,051 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 21:24:31,565 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 21:24:43,792 - wikidata12k_1n - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.50054, Head : 0.35824, Avg : 0.42939 + +2023-05-11 21:24:43,793 - wikidata12k_1n - [INFO] - [Epoch 372]: Training Loss: 0.00092701, Valid MRR: 0.44315, + + + +2023-05-11 21:24:44,436 - wikidata12k_1n - [INFO] - [E:373| 0]: Train Loss:0.00094856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:25:47,403 - wikidata12k_1n - [INFO] - [E:373| 100]: Train Loss:0.00092421, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:26:50,317 - wikidata12k_1n - [INFO] - [E:373| 200]: Train Loss:0.00092732, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:27:53,288 - wikidata12k_1n - [INFO] - [E:373| 300]: Train Loss:0.00092689, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:28:56,349 - wikidata12k_1n - [INFO] - [E:373| 400]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:29:59,287 - wikidata12k_1n - [INFO] - [E:373| 500]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:31:02,271 - wikidata12k_1n - [INFO] - [E:373| 600]: Train Loss:0.00092569, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:32:05,276 - wikidata12k_1n - [INFO] - [E:373| 700]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:33:08,307 - wikidata12k_1n - [INFO] - [E:373| 800]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:34:11,276 - wikidata12k_1n - [INFO] - [E:373| 900]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:35:14,247 - wikidata12k_1n - [INFO] - [E:373| 1000]: Train Loss:0.00092673, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:36:17,223 - wikidata12k_1n - [INFO] - [E:373| 1100]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:37:20,234 - wikidata12k_1n - [INFO] - [E:373| 1200]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:38:23,136 - wikidata12k_1n - [INFO] - [E:373| 1300]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:39:26,070 - wikidata12k_1n - [INFO] - [E:373| 1400]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:40:29,021 - wikidata12k_1n - [INFO] - [E:373| 1500]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:41:31,995 - wikidata12k_1n - [INFO] - [E:373| 1600]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:42:13,143 - wikidata12k_1n - [INFO] - [Epoch:373]: Training Loss:0.000927 + +2023-05-11 21:42:13,359 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 21:42:34,704 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 21:42:47,058 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 21:43:08,574 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 21:43:20,816 - wikidata12k_1n - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.50918, Head : 0.37367, Avg : 0.44143 + +2023-05-11 21:43:20,817 - wikidata12k_1n - [INFO] - [Epoch 373]: Training Loss: 0.00092703, Valid MRR: 0.44315, + + + +2023-05-11 21:43:21,461 - wikidata12k_1n - [INFO] - [E:374| 0]: Train Loss:0.00093308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:44:24,420 - wikidata12k_1n - [INFO] - [E:374| 100]: Train Loss:0.00092855, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:45:27,429 - wikidata12k_1n - [INFO] - [E:374| 200]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:46:30,423 - wikidata12k_1n - [INFO] - [E:374| 300]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:47:33,401 - wikidata12k_1n - [INFO] - [E:374| 400]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:48:36,366 - wikidata12k_1n - [INFO] - [E:374| 500]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:49:39,334 - wikidata12k_1n - [INFO] - [E:374| 600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:50:42,320 - wikidata12k_1n - [INFO] - [E:374| 700]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:51:45,254 - wikidata12k_1n - [INFO] - [E:374| 800]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:52:48,235 - wikidata12k_1n - [INFO] - [E:374| 900]: Train Loss:0.00092594, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:53:51,309 - wikidata12k_1n - [INFO] - [E:374| 1000]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:54:54,305 - wikidata12k_1n - [INFO] - [E:374| 1100]: Train Loss:0.00092618, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:55:57,253 - wikidata12k_1n - [INFO] - [E:374| 1200]: Train Loss:0.00092651, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:57:00,243 - wikidata12k_1n - [INFO] - [E:374| 1300]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:58:03,171 - wikidata12k_1n - [INFO] - [E:374| 1400]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:59:06,081 - wikidata12k_1n - [INFO] - [E:374| 1500]: Train Loss:0.00092659, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:00:09,044 - wikidata12k_1n - [INFO] - [E:374| 1600]: Train Loss:0.00092682, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:00:50,185 - wikidata12k_1n - [INFO] - [Epoch:374]: Training Loss:0.000927 + +2023-05-11 22:00:50,402 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 22:01:11,732 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 22:01:24,116 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 22:01:45,696 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 22:01:57,929 - wikidata12k_1n - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.5066, Head : 0.36806, Avg : 0.43733 + +2023-05-11 22:01:57,929 - wikidata12k_1n - [INFO] - [Epoch 374]: Training Loss: 0.00092703, Valid MRR: 0.44315, + + + +2023-05-11 22:01:58,573 - wikidata12k_1n - [INFO] - [E:375| 0]: Train Loss:0.00093357, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:03:01,521 - wikidata12k_1n - [INFO] - [E:375| 100]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:04:04,488 - wikidata12k_1n - [INFO] - [E:375| 200]: Train Loss:0.00092653, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:05:07,468 - wikidata12k_1n - [INFO] - [E:375| 300]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:06:10,351 - wikidata12k_1n - [INFO] - [E:375| 400]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:07:13,318 - wikidata12k_1n - [INFO] - [E:375| 500]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:08:16,284 - wikidata12k_1n - [INFO] - [E:375| 600]: Train Loss:0.00092569, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:09:19,183 - wikidata12k_1n - [INFO] - [E:375| 700]: Train Loss:0.00092567, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:10:22,244 - wikidata12k_1n - [INFO] - [E:375| 800]: Train Loss:0.00092542, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:11:25,178 - wikidata12k_1n - [INFO] - [E:375| 900]: Train Loss:0.00092524, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:12:28,124 - wikidata12k_1n - [INFO] - [E:375| 1000]: Train Loss:0.00092551, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:13:31,110 - wikidata12k_1n - [INFO] - [E:375| 1100]: Train Loss:0.00092576, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:14:34,119 - wikidata12k_1n - [INFO] - [E:375| 1200]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:15:37,024 - wikidata12k_1n - [INFO] - [E:375| 1300]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:16:39,976 - wikidata12k_1n - [INFO] - [E:375| 1400]: Train Loss:0.00092619, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:17:42,905 - wikidata12k_1n - [INFO] - [E:375| 1500]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:18:45,896 - wikidata12k_1n - [INFO] - [E:375| 1600]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:19:27,057 - wikidata12k_1n - [INFO] - [Epoch:375]: Training Loss:0.0009267 + +2023-05-11 22:19:27,273 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 22:19:48,614 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 22:20:00,976 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 22:20:22,493 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 22:20:34,737 - wikidata12k_1n - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.50508, Head : 0.36949, Avg : 0.43729 + +2023-05-11 22:20:34,738 - wikidata12k_1n - [INFO] - [Epoch 375]: Training Loss: 0.00092675, Valid MRR: 0.44315, + + + +2023-05-11 22:20:35,392 - wikidata12k_1n - [INFO] - [E:376| 0]: Train Loss:0.0009394, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:21:38,390 - wikidata12k_1n - [INFO] - [E:376| 100]: Train Loss:0.00092848, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:22:41,416 - wikidata12k_1n - [INFO] - [E:376| 200]: Train Loss:0.0009296, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:23:44,391 - wikidata12k_1n - [INFO] - [E:376| 300]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:24:47,294 - wikidata12k_1n - [INFO] - [E:376| 400]: Train Loss:0.0009276, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:25:50,218 - wikidata12k_1n - [INFO] - [E:376| 500]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:26:53,253 - wikidata12k_1n - [INFO] - [E:376| 600]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:27:56,194 - wikidata12k_1n - [INFO] - [E:376| 700]: Train Loss:0.00092741, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:28:59,155 - wikidata12k_1n - [INFO] - [E:376| 800]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:30:02,090 - wikidata12k_1n - [INFO] - [E:376| 900]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:31:05,053 - wikidata12k_1n - [INFO] - [E:376| 1000]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:32:08,007 - wikidata12k_1n - [INFO] - [E:376| 1100]: Train Loss:0.000927, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:33:10,950 - wikidata12k_1n - [INFO] - [E:376| 1200]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:34:13,846 - wikidata12k_1n - [INFO] - [E:376| 1300]: Train Loss:0.00092694, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:35:16,956 - wikidata12k_1n - [INFO] - [E:376| 1400]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:36:19,934 - wikidata12k_1n - [INFO] - [E:376| 1500]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:37:22,939 - wikidata12k_1n - [INFO] - [E:376| 1600]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:38:04,121 - wikidata12k_1n - [INFO] - [Epoch:376]: Training Loss:0.0009269 + +2023-05-11 22:38:04,337 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 22:38:25,706 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 22:38:38,063 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 22:38:59,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 22:39:11,844 - wikidata12k_1n - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.50845, Head : 0.36351, Avg : 0.43598 + +2023-05-11 22:39:11,844 - wikidata12k_1n - [INFO] - [Epoch 376]: Training Loss: 0.00092693, Valid MRR: 0.44315, + + + +2023-05-11 22:39:12,488 - wikidata12k_1n - [INFO] - [E:377| 0]: Train Loss:0.00092456, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:40:15,525 - wikidata12k_1n - [INFO] - [E:377| 100]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:41:18,488 - wikidata12k_1n - [INFO] - [E:377| 200]: Train Loss:0.00092725, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:42:21,438 - wikidata12k_1n - [INFO] - [E:377| 300]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:43:24,497 - wikidata12k_1n - [INFO] - [E:377| 400]: Train Loss:0.00092654, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:44:27,454 - wikidata12k_1n - [INFO] - [E:377| 500]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:45:30,429 - wikidata12k_1n - [INFO] - [E:377| 600]: Train Loss:0.00092653, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:46:33,424 - wikidata12k_1n - [INFO] - [E:377| 700]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:47:36,403 - wikidata12k_1n - [INFO] - [E:377| 800]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:48:39,414 - wikidata12k_1n - [INFO] - [E:377| 900]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:49:42,360 - wikidata12k_1n - [INFO] - [E:377| 1000]: Train Loss:0.00092655, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:50:45,269 - wikidata12k_1n - [INFO] - [E:377| 1100]: Train Loss:0.00092636, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:51:48,245 - wikidata12k_1n - [INFO] - [E:377| 1200]: Train Loss:0.00092649, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:52:51,233 - wikidata12k_1n - [INFO] - [E:377| 1300]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:53:54,220 - wikidata12k_1n - [INFO] - [E:377| 1400]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:54:57,188 - wikidata12k_1n - [INFO] - [E:377| 1500]: Train Loss:0.00092665, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:56:00,178 - wikidata12k_1n - [INFO] - [E:377| 1600]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:56:41,308 - wikidata12k_1n - [INFO] - [Epoch:377]: Training Loss:0.0009275 + +2023-05-11 22:56:41,524 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 22:57:02,852 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 22:57:15,208 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 22:57:36,722 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 22:57:48,956 - wikidata12k_1n - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.49725, Head : 0.32375, Avg : 0.4105 + +2023-05-11 22:57:48,956 - wikidata12k_1n - [INFO] - [Epoch 377]: Training Loss: 0.0009275, Valid MRR: 0.44315, + + + +2023-05-11 22:57:49,600 - wikidata12k_1n - [INFO] - [E:378| 0]: Train Loss:0.00090588, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:58:52,515 - wikidata12k_1n - [INFO] - [E:378| 100]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:59:55,434 - wikidata12k_1n - [INFO] - [E:378| 200]: Train Loss:0.0009277, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:00:58,391 - wikidata12k_1n - [INFO] - [E:378| 300]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:02:01,322 - wikidata12k_1n - [INFO] - [E:378| 400]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:03:04,292 - wikidata12k_1n - [INFO] - [E:378| 500]: Train Loss:0.00092824, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:04:07,215 - wikidata12k_1n - [INFO] - [E:378| 600]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:05:10,103 - wikidata12k_1n - [INFO] - [E:378| 700]: Train Loss:0.00092834, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:06:13,123 - wikidata12k_1n - [INFO] - [E:378| 800]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:07:16,043 - wikidata12k_1n - [INFO] - [E:378| 900]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:08:19,080 - wikidata12k_1n - [INFO] - [E:378| 1000]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:09:22,032 - wikidata12k_1n - [INFO] - [E:378| 1100]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:10:24,948 - wikidata12k_1n - [INFO] - [E:378| 1200]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:11:27,902 - wikidata12k_1n - [INFO] - [E:378| 1300]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:12:30,912 - wikidata12k_1n - [INFO] - [E:378| 1400]: Train Loss:0.00092857, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:13:33,872 - wikidata12k_1n - [INFO] - [E:378| 1500]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:14:36,903 - wikidata12k_1n - [INFO] - [E:378| 1600]: Train Loss:0.00092815, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:15:18,068 - wikidata12k_1n - [INFO] - [Epoch:378]: Training Loss:0.000928 + +2023-05-11 23:15:18,286 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 23:15:39,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 23:15:51,996 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 23:16:13,531 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 23:16:25,814 - wikidata12k_1n - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.50538, Head : 0.36689, Avg : 0.43614 + +2023-05-11 23:16:25,814 - wikidata12k_1n - [INFO] - [Epoch 378]: Training Loss: 0.00092802, Valid MRR: 0.44315, + + + +2023-05-11 23:16:26,463 - wikidata12k_1n - [INFO] - [E:379| 0]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:17:29,448 - wikidata12k_1n - [INFO] - [E:379| 100]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:18:32,413 - wikidata12k_1n - [INFO] - [E:379| 200]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:19:35,397 - wikidata12k_1n - [INFO] - [E:379| 300]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:20:38,366 - wikidata12k_1n - [INFO] - [E:379| 400]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:21:41,332 - wikidata12k_1n - [INFO] - [E:379| 500]: Train Loss:0.00092628, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:22:44,257 - wikidata12k_1n - [INFO] - [E:379| 600]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:23:47,189 - wikidata12k_1n - [INFO] - [E:379| 700]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:24:50,116 - wikidata12k_1n - [INFO] - [E:379| 800]: Train Loss:0.00092688, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:25:53,118 - wikidata12k_1n - [INFO] - [E:379| 900]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:26:56,091 - wikidata12k_1n - [INFO] - [E:379| 1000]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:27:59,052 - wikidata12k_1n - [INFO] - [E:379| 1100]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:29:02,014 - wikidata12k_1n - [INFO] - [E:379| 1200]: Train Loss:0.00092733, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:30:04,945 - wikidata12k_1n - [INFO] - [E:379| 1300]: Train Loss:0.00092738, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:31:07,899 - wikidata12k_1n - [INFO] - [E:379| 1400]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:32:10,895 - wikidata12k_1n - [INFO] - [E:379| 1500]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:33:13,878 - wikidata12k_1n - [INFO] - [E:379| 1600]: Train Loss:0.00092724, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:33:55,035 - wikidata12k_1n - [INFO] - [Epoch:379]: Training Loss:0.0009271 + +2023-05-11 23:33:55,251 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 23:34:16,605 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 23:34:28,967 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 23:34:50,495 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 23:35:02,740 - wikidata12k_1n - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.50035, Head : 0.36313, Avg : 0.43174 + MR: Tail : 781.41, Head : 967.22, Avg : 874.32 + Hit-1: Tail : 0.41721, Head : 0.26351, Avg : 0.34036 + Hit-3: Tail : 0.5484, Head : 0.41993, Avg : 0.48416 + Hit-10: Tail : 0.65652, Head : 0.55696, Avg : 0.60674 +2023-05-11 23:35:02,740 - wikidata12k_1n - [INFO] - [Epoch 379]: Training Loss: 0.00092707, Valid MRR: 0.44315, + + + +2023-05-11 23:35:03,387 - wikidata12k_1n - [INFO] - [E:380| 0]: Train Loss:0.00090715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:36:06,366 - wikidata12k_1n - [INFO] - [E:380| 100]: Train Loss:0.00092537, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:37:09,365 - wikidata12k_1n - [INFO] - [E:380| 200]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:38:12,344 - wikidata12k_1n - [INFO] - [E:380| 300]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:39:15,265 - wikidata12k_1n - [INFO] - [E:380| 400]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:40:18,203 - wikidata12k_1n - [INFO] - [E:380| 500]: Train Loss:0.00092713, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:41:21,174 - wikidata12k_1n - [INFO] - [E:380| 600]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:42:24,171 - wikidata12k_1n - [INFO] - [E:380| 700]: Train Loss:0.0009267, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:43:27,148 - wikidata12k_1n - [INFO] - [E:380| 800]: Train Loss:0.00092673, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:44:30,117 - wikidata12k_1n - [INFO] - [E:380| 900]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:45:33,098 - wikidata12k_1n - [INFO] - [E:380| 1000]: Train Loss:0.00092688, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:46:36,034 - wikidata12k_1n - [INFO] - [E:380| 1100]: Train Loss:0.00092676, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:47:38,935 - wikidata12k_1n - [INFO] - [E:380| 1200]: Train Loss:0.00092655, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:48:41,840 - wikidata12k_1n - [INFO] - [E:380| 1300]: Train Loss:0.00092655, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:49:44,741 - wikidata12k_1n - [INFO] - [E:380| 1400]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:50:47,767 - wikidata12k_1n - [INFO] - [E:380| 1500]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:51:50,721 - wikidata12k_1n - [INFO] - [E:380| 1600]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:52:31,859 - wikidata12k_1n - [INFO] - [Epoch:380]: Training Loss:0.0009269 + +2023-05-11 23:52:32,075 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 23:52:53,417 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 23:53:05,778 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 23:53:27,299 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 23:53:39,534 - wikidata12k_1n - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.50146, Head : 0.36544, Avg : 0.43345 + +2023-05-11 23:53:39,534 - wikidata12k_1n - [INFO] - [Epoch 380]: Training Loss: 0.00092688, Valid MRR: 0.44315, + + + +2023-05-11 23:53:40,180 - wikidata12k_1n - [INFO] - [E:381| 0]: Train Loss:0.00091439, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:54:43,121 - wikidata12k_1n - [INFO] - [E:381| 100]: Train Loss:0.00092488, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:55:46,088 - wikidata12k_1n - [INFO] - [E:381| 200]: Train Loss:0.00092594, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:56:49,047 - wikidata12k_1n - [INFO] - [E:381| 300]: Train Loss:0.0009265, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:57:51,991 - wikidata12k_1n - [INFO] - [E:381| 400]: Train Loss:0.00092667, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:58:55,111 - wikidata12k_1n - [INFO] - [E:381| 500]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:59:58,021 - wikidata12k_1n - [INFO] - [E:381| 600]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:01:00,929 - wikidata12k_1n - [INFO] - [E:381| 700]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:02:03,915 - wikidata12k_1n - [INFO] - [E:381| 800]: Train Loss:0.00092659, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:03:06,887 - wikidata12k_1n - [INFO] - [E:381| 900]: Train Loss:0.00092658, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:04:09,875 - wikidata12k_1n - [INFO] - [E:381| 1000]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:05:12,854 - wikidata12k_1n - [INFO] - [E:381| 1100]: Train Loss:0.00092694, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:06:15,846 - wikidata12k_1n - [INFO] - [E:381| 1200]: Train Loss:0.00092694, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:07:18,905 - wikidata12k_1n - [INFO] - [E:381| 1300]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:08:21,840 - wikidata12k_1n - [INFO] - [E:381| 1400]: Train Loss:0.00092686, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:09:24,703 - wikidata12k_1n - [INFO] - [E:381| 1500]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:10:27,672 - wikidata12k_1n - [INFO] - [E:381| 1600]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:11:08,781 - wikidata12k_1n - [INFO] - [Epoch:381]: Training Loss:0.0009269 + +2023-05-12 00:11:08,997 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 00:11:30,320 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 00:11:42,659 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 00:12:04,152 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 00:12:16,392 - wikidata12k_1n - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.50548, Head : 0.3588, Avg : 0.43214 + +2023-05-12 00:12:16,392 - wikidata12k_1n - [INFO] - [Epoch 381]: Training Loss: 0.00092689, Valid MRR: 0.44315, + + + +2023-05-12 00:12:17,040 - wikidata12k_1n - [INFO] - [E:382| 0]: Train Loss:0.00094665, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:13:20,015 - wikidata12k_1n - [INFO] - [E:382| 100]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:14:22,972 - wikidata12k_1n - [INFO] - [E:382| 200]: Train Loss:0.00092517, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:15:26,018 - wikidata12k_1n - [INFO] - [E:382| 300]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:16:28,976 - wikidata12k_1n - [INFO] - [E:382| 400]: Train Loss:0.00092614, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:17:31,972 - wikidata12k_1n - [INFO] - [E:382| 500]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:18:34,935 - wikidata12k_1n - [INFO] - [E:382| 600]: Train Loss:0.00092519, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:19:37,942 - wikidata12k_1n - [INFO] - [E:382| 700]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:20:40,928 - wikidata12k_1n - [INFO] - [E:382| 800]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:21:43,930 - wikidata12k_1n - [INFO] - [E:382| 900]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:22:46,919 - wikidata12k_1n - [INFO] - [E:382| 1000]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:23:49,984 - wikidata12k_1n - [INFO] - [E:382| 1100]: Train Loss:0.0009266, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:24:53,019 - wikidata12k_1n - [INFO] - [E:382| 1200]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:25:56,089 - wikidata12k_1n - [INFO] - [E:382| 1300]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:26:59,112 - wikidata12k_1n - [INFO] - [E:382| 1400]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:28:02,122 - wikidata12k_1n - [INFO] - [E:382| 1500]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:29:05,115 - wikidata12k_1n - [INFO] - [E:382| 1600]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:29:46,268 - wikidata12k_1n - [INFO] - [Epoch:382]: Training Loss:0.0009265 + +2023-05-12 00:29:46,483 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 00:30:07,835 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 00:30:20,193 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 00:30:41,717 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 00:30:53,950 - wikidata12k_1n - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.49926, Head : 0.36921, Avg : 0.43423 + +2023-05-12 00:30:53,950 - wikidata12k_1n - [INFO] - [Epoch 382]: Training Loss: 0.00092649, Valid MRR: 0.44315, + + + +2023-05-12 00:30:54,595 - wikidata12k_1n - [INFO] - [E:383| 0]: Train Loss:0.00092281, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:31:57,625 - wikidata12k_1n - [INFO] - [E:383| 100]: Train Loss:0.00092848, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:33:00,645 - wikidata12k_1n - [INFO] - [E:383| 200]: Train Loss:0.00092969, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:34:03,625 - wikidata12k_1n - [INFO] - [E:383| 300]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:35:06,558 - wikidata12k_1n - [INFO] - [E:383| 400]: Train Loss:0.00092787, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:36:09,505 - wikidata12k_1n - [INFO] - [E:383| 500]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:37:12,403 - wikidata12k_1n - [INFO] - [E:383| 600]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:38:15,343 - wikidata12k_1n - [INFO] - [E:383| 700]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:39:18,269 - wikidata12k_1n - [INFO] - [E:383| 800]: Train Loss:0.00092802, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:40:21,306 - wikidata12k_1n - [INFO] - [E:383| 900]: Train Loss:0.00092787, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:41:24,265 - wikidata12k_1n - [INFO] - [E:383| 1000]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:42:27,273 - wikidata12k_1n - [INFO] - [E:383| 1100]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:43:30,264 - wikidata12k_1n - [INFO] - [E:383| 1200]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:44:33,300 - wikidata12k_1n - [INFO] - [E:383| 1300]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:45:36,271 - wikidata12k_1n - [INFO] - [E:383| 1400]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:46:39,151 - wikidata12k_1n - [INFO] - [E:383| 1500]: Train Loss:0.0009267, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:47:42,113 - wikidata12k_1n - [INFO] - [E:383| 1600]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:48:23,364 - wikidata12k_1n - [INFO] - [Epoch:383]: Training Loss:0.0009266 + +2023-05-12 00:48:23,581 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 00:48:44,906 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 00:48:57,258 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 00:49:18,777 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 00:49:31,013 - wikidata12k_1n - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.50929, Head : 0.3549, Avg : 0.43209 + +2023-05-12 00:49:31,013 - wikidata12k_1n - [INFO] - [Epoch 383]: Training Loss: 0.00092664, Valid MRR: 0.44315, + + + +2023-05-12 00:49:31,662 - wikidata12k_1n - [INFO] - [E:384| 0]: Train Loss:0.0009319, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:50:34,687 - wikidata12k_1n - [INFO] - [E:384| 100]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:51:37,773 - wikidata12k_1n - [INFO] - [E:384| 200]: Train Loss:0.00092886, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:52:40,926 - wikidata12k_1n - [INFO] - [E:384| 300]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:53:44,157 - wikidata12k_1n - [INFO] - [E:384| 400]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:54:47,406 - wikidata12k_1n - [INFO] - [E:384| 500]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:55:50,680 - wikidata12k_1n - [INFO] - [E:384| 600]: Train Loss:0.00092811, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:56:53,841 - wikidata12k_1n - [INFO] - [E:384| 700]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:57:56,876 - wikidata12k_1n - [INFO] - [E:384| 800]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:58:59,975 - wikidata12k_1n - [INFO] - [E:384| 900]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:00:03,266 - wikidata12k_1n - [INFO] - [E:384| 1000]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:01:06,543 - wikidata12k_1n - [INFO] - [E:384| 1100]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:02:09,696 - wikidata12k_1n - [INFO] - [E:384| 1200]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:03:12,851 - wikidata12k_1n - [INFO] - [E:384| 1300]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:04:16,012 - wikidata12k_1n - [INFO] - [E:384| 1400]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:05:19,352 - wikidata12k_1n - [INFO] - [E:384| 1500]: Train Loss:0.00092696, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:06:22,484 - wikidata12k_1n - [INFO] - [E:384| 1600]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:07:03,776 - wikidata12k_1n - [INFO] - [Epoch:384]: Training Loss:0.0009268 + +2023-05-12 01:07:03,994 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 01:07:25,473 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 01:07:37,897 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 01:07:59,546 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 01:08:11,877 - wikidata12k_1n - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.50573, Head : 0.36648, Avg : 0.4361 + +2023-05-12 01:08:11,877 - wikidata12k_1n - [INFO] - [Epoch 384]: Training Loss: 0.00092677, Valid MRR: 0.44315, + + + +2023-05-12 01:08:12,525 - wikidata12k_1n - [INFO] - [E:385| 0]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:09:15,710 - wikidata12k_1n - [INFO] - [E:385| 100]: Train Loss:0.00092743, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:10:18,836 - wikidata12k_1n - [INFO] - [E:385| 200]: Train Loss:0.00092791, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:11:21,900 - wikidata12k_1n - [INFO] - [E:385| 300]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:12:24,977 - wikidata12k_1n - [INFO] - [E:385| 400]: Train Loss:0.00092722, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:13:28,197 - wikidata12k_1n - [INFO] - [E:385| 500]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:14:31,608 - wikidata12k_1n - [INFO] - [E:385| 600]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:15:34,750 - wikidata12k_1n - [INFO] - [E:385| 700]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:16:37,899 - wikidata12k_1n - [INFO] - [E:385| 800]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:17:41,012 - wikidata12k_1n - [INFO] - [E:385| 900]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:18:44,186 - wikidata12k_1n - [INFO] - [E:385| 1000]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:19:47,271 - wikidata12k_1n - [INFO] - [E:385| 1100]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:20:50,386 - wikidata12k_1n - [INFO] - [E:385| 1200]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:21:53,621 - wikidata12k_1n - [INFO] - [E:385| 1300]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:22:56,862 - wikidata12k_1n - [INFO] - [E:385| 1400]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:24:00,066 - wikidata12k_1n - [INFO] - [E:385| 1500]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:25:03,204 - wikidata12k_1n - [INFO] - [E:385| 1600]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:25:44,430 - wikidata12k_1n - [INFO] - [Epoch:385]: Training Loss:0.0009265 + +2023-05-12 01:25:44,648 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 01:26:06,131 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 01:26:18,558 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 01:26:40,209 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 01:26:52,517 - wikidata12k_1n - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.50189, Head : 0.3253, Avg : 0.41359 + +2023-05-12 01:26:52,517 - wikidata12k_1n - [INFO] - [Epoch 385]: Training Loss: 0.0009265, Valid MRR: 0.44315, + + + +2023-05-12 01:26:53,168 - wikidata12k_1n - [INFO] - [E:386| 0]: Train Loss:0.0009339, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:27:56,296 - wikidata12k_1n - [INFO] - [E:386| 100]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:28:59,373 - wikidata12k_1n - [INFO] - [E:386| 200]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:30:02,558 - wikidata12k_1n - [INFO] - [E:386| 300]: Train Loss:0.00092783, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:31:05,821 - wikidata12k_1n - [INFO] - [E:386| 400]: Train Loss:0.00092689, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:32:08,887 - wikidata12k_1n - [INFO] - [E:386| 500]: Train Loss:0.00092628, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:33:12,037 - wikidata12k_1n - [INFO] - [E:386| 600]: Train Loss:0.00092586, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:34:15,241 - wikidata12k_1n - [INFO] - [E:386| 700]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:35:18,521 - wikidata12k_1n - [INFO] - [E:386| 800]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:36:21,661 - wikidata12k_1n - [INFO] - [E:386| 900]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:37:24,839 - wikidata12k_1n - [INFO] - [E:386| 1000]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:38:28,038 - wikidata12k_1n - [INFO] - [E:386| 1100]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:39:31,436 - wikidata12k_1n - [INFO] - [E:386| 1200]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:40:34,550 - wikidata12k_1n - [INFO] - [E:386| 1300]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:41:37,610 - wikidata12k_1n - [INFO] - [E:386| 1400]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:42:40,769 - wikidata12k_1n - [INFO] - [E:386| 1500]: Train Loss:0.00092675, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:43:43,968 - wikidata12k_1n - [INFO] - [E:386| 1600]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:44:25,207 - wikidata12k_1n - [INFO] - [Epoch:386]: Training Loss:0.0009266 + +2023-05-12 01:44:25,425 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 01:44:46,889 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 01:44:59,325 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 01:45:20,974 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 01:45:33,281 - wikidata12k_1n - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.50604, Head : 0.36413, Avg : 0.43509 + +2023-05-12 01:45:33,282 - wikidata12k_1n - [INFO] - [Epoch 386]: Training Loss: 0.00092664, Valid MRR: 0.44315, + + + +2023-05-12 01:45:33,929 - wikidata12k_1n - [INFO] - [E:387| 0]: Train Loss:0.00092344, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:46:37,062 - wikidata12k_1n - [INFO] - [E:387| 100]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:47:40,371 - wikidata12k_1n - [INFO] - [E:387| 200]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:48:43,607 - wikidata12k_1n - [INFO] - [E:387| 300]: Train Loss:0.00092524, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:49:46,775 - wikidata12k_1n - [INFO] - [E:387| 400]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:50:49,976 - wikidata12k_1n - [INFO] - [E:387| 500]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:51:53,121 - wikidata12k_1n - [INFO] - [E:387| 600]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:52:56,290 - wikidata12k_1n - [INFO] - [E:387| 700]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:53:59,438 - wikidata12k_1n - [INFO] - [E:387| 800]: Train Loss:0.00092585, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:55:02,635 - wikidata12k_1n - [INFO] - [E:387| 900]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:56:05,901 - wikidata12k_1n - [INFO] - [E:387| 1000]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:57:08,965 - wikidata12k_1n - [INFO] - [E:387| 1100]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:58:12,209 - wikidata12k_1n - [INFO] - [E:387| 1200]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:59:15,346 - wikidata12k_1n - [INFO] - [E:387| 1300]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:00:18,646 - wikidata12k_1n - [INFO] - [E:387| 1400]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:01:21,849 - wikidata12k_1n - [INFO] - [E:387| 1500]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:02:25,079 - wikidata12k_1n - [INFO] - [E:387| 1600]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:03:06,337 - wikidata12k_1n - [INFO] - [Epoch:387]: Training Loss:0.0009264 + +2023-05-12 02:03:06,555 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 02:03:28,008 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 02:03:40,459 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 02:04:02,200 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 02:04:14,524 - wikidata12k_1n - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.49717, Head : 0.3554, Avg : 0.42629 + +2023-05-12 02:04:14,525 - wikidata12k_1n - [INFO] - [Epoch 387]: Training Loss: 0.00092644, Valid MRR: 0.44315, + + + +2023-05-12 02:04:15,173 - wikidata12k_1n - [INFO] - [E:388| 0]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:05:18,321 - wikidata12k_1n - [INFO] - [E:388| 100]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:06:21,368 - wikidata12k_1n - [INFO] - [E:388| 200]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:07:24,547 - wikidata12k_1n - [INFO] - [E:388| 300]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:08:27,673 - wikidata12k_1n - [INFO] - [E:388| 400]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:09:30,817 - wikidata12k_1n - [INFO] - [E:388| 500]: Train Loss:0.00092586, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:10:33,985 - wikidata12k_1n - [INFO] - [E:388| 600]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:11:37,171 - wikidata12k_1n - [INFO] - [E:388| 700]: Train Loss:0.0009263, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:12:40,393 - wikidata12k_1n - [INFO] - [E:388| 800]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:13:43,505 - wikidata12k_1n - [INFO] - [E:388| 900]: Train Loss:0.00092657, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:14:46,665 - wikidata12k_1n - [INFO] - [E:388| 1000]: Train Loss:0.0009269, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:15:49,814 - wikidata12k_1n - [INFO] - [E:388| 1100]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:16:52,927 - wikidata12k_1n - [INFO] - [E:388| 1200]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:17:56,164 - wikidata12k_1n - [INFO] - [E:388| 1300]: Train Loss:0.00092654, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:18:59,355 - wikidata12k_1n - [INFO] - [E:388| 1400]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:20:02,482 - wikidata12k_1n - [INFO] - [E:388| 1500]: Train Loss:0.00092639, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:21:05,869 - wikidata12k_1n - [INFO] - [E:388| 1600]: Train Loss:0.0009263, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:21:47,145 - wikidata12k_1n - [INFO] - [Epoch:388]: Training Loss:0.0009263 + +2023-05-12 02:21:47,363 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 02:22:08,855 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 02:22:21,294 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 02:22:42,956 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 02:22:55,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.50305, Head : 0.37483, Avg : 0.43894 + +2023-05-12 02:22:55,278 - wikidata12k_1n - [INFO] - [Epoch 388]: Training Loss: 0.00092629, Valid MRR: 0.44315, + + + +2023-05-12 02:22:55,927 - wikidata12k_1n - [INFO] - [E:389| 0]: Train Loss:0.00092246, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:23:59,067 - wikidata12k_1n - [INFO] - [E:389| 100]: Train Loss:0.00092956, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:25:02,160 - wikidata12k_1n - [INFO] - [E:389| 200]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:26:05,313 - wikidata12k_1n - [INFO] - [E:389| 300]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:27:08,373 - wikidata12k_1n - [INFO] - [E:389| 400]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:28:11,522 - wikidata12k_1n - [INFO] - [E:389| 500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:29:14,744 - wikidata12k_1n - [INFO] - [E:389| 600]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:30:17,912 - wikidata12k_1n - [INFO] - [E:389| 700]: Train Loss:0.00092758, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:31:21,206 - wikidata12k_1n - [INFO] - [E:389| 800]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:32:24,418 - wikidata12k_1n - [INFO] - [E:389| 900]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:33:27,679 - wikidata12k_1n - [INFO] - [E:389| 1000]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:34:30,905 - wikidata12k_1n - [INFO] - [E:389| 1100]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:35:34,050 - wikidata12k_1n - [INFO] - [E:389| 1200]: Train Loss:0.00092691, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:36:37,181 - wikidata12k_1n - [INFO] - [E:389| 1300]: Train Loss:0.00092675, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:37:40,570 - wikidata12k_1n - [INFO] - [E:389| 1400]: Train Loss:0.00092667, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:38:43,582 - wikidata12k_1n - [INFO] - [E:389| 1500]: Train Loss:0.00092651, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:39:46,724 - wikidata12k_1n - [INFO] - [E:389| 1600]: Train Loss:0.00092636, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:40:28,006 - wikidata12k_1n - [INFO] - [Epoch:389]: Training Loss:0.0009265 + +2023-05-12 02:40:28,224 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 02:40:49,660 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 02:41:02,093 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 02:41:23,711 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 02:41:35,997 - wikidata12k_1n - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.50695, Head : 0.35702, Avg : 0.43199 + MR: Tail : 762.99, Head : 973.17, Avg : 868.08 + Hit-1: Tail : 0.4232, Head : 0.25569, Avg : 0.33944 + Hit-3: Tail : 0.55666, Head : 0.40974, Avg : 0.4832 + Hit-10: Tail : 0.66018, Head : 0.55399, Avg : 0.60709 +2023-05-12 02:41:35,997 - wikidata12k_1n - [INFO] - [Epoch 389]: Training Loss: 0.00092649, Valid MRR: 0.44315, + + + +2023-05-12 02:41:36,644 - wikidata12k_1n - [INFO] - [E:390| 0]: Train Loss:0.00090309, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:42:39,670 - wikidata12k_1n - [INFO] - [E:390| 100]: Train Loss:0.00092355, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:43:42,706 - wikidata12k_1n - [INFO] - [E:390| 200]: Train Loss:0.00092457, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:44:45,788 - wikidata12k_1n - [INFO] - [E:390| 300]: Train Loss:0.00092682, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:45:48,897 - wikidata12k_1n - [INFO] - [E:390| 400]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:46:51,996 - wikidata12k_1n - [INFO] - [E:390| 500]: Train Loss:0.00092657, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:47:55,391 - wikidata12k_1n - [INFO] - [E:390| 600]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:48:58,460 - wikidata12k_1n - [INFO] - [E:390| 700]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:50:01,479 - wikidata12k_1n - [INFO] - [E:390| 800]: Train Loss:0.00092661, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:51:04,522 - wikidata12k_1n - [INFO] - [E:390| 900]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:52:07,661 - wikidata12k_1n - [INFO] - [E:390| 1000]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:53:10,842 - wikidata12k_1n - [INFO] - [E:390| 1100]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:54:14,006 - wikidata12k_1n - [INFO] - [E:390| 1200]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:55:17,135 - wikidata12k_1n - [INFO] - [E:390| 1300]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:56:20,243 - wikidata12k_1n - [INFO] - [E:390| 1400]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:57:23,385 - wikidata12k_1n - [INFO] - [E:390| 1500]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:58:26,503 - wikidata12k_1n - [INFO] - [E:390| 1600]: Train Loss:0.00092602, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:59:07,757 - wikidata12k_1n - [INFO] - [Epoch:390]: Training Loss:0.0009262 + +2023-05-12 02:59:07,975 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 02:59:29,444 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 02:59:41,871 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 03:00:03,513 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 03:00:15,829 - wikidata12k_1n - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.49895, Head : 0.37339, Avg : 0.43617 + +2023-05-12 03:00:15,829 - wikidata12k_1n - [INFO] - [Epoch 390]: Training Loss: 0.00092622, Valid MRR: 0.44315, + + + +2023-05-12 03:00:16,478 - wikidata12k_1n - [INFO] - [E:391| 0]: Train Loss:0.00093049, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:01:19,661 - wikidata12k_1n - [INFO] - [E:391| 100]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:02:22,848 - wikidata12k_1n - [INFO] - [E:391| 200]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:03:26,071 - wikidata12k_1n - [INFO] - [E:391| 300]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:04:29,239 - wikidata12k_1n - [INFO] - [E:391| 400]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:05:32,400 - wikidata12k_1n - [INFO] - [E:391| 500]: Train Loss:0.00092541, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:06:35,612 - wikidata12k_1n - [INFO] - [E:391| 600]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:07:38,726 - wikidata12k_1n - [INFO] - [E:391| 700]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:08:41,830 - wikidata12k_1n - [INFO] - [E:391| 800]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:09:44,911 - wikidata12k_1n - [INFO] - [E:391| 900]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:10:48,129 - wikidata12k_1n - [INFO] - [E:391| 1000]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:11:51,471 - wikidata12k_1n - [INFO] - [E:391| 1100]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:12:54,697 - wikidata12k_1n - [INFO] - [E:391| 1200]: Train Loss:0.00092607, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:13:57,955 - wikidata12k_1n - [INFO] - [E:391| 1300]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:15:01,129 - wikidata12k_1n - [INFO] - [E:391| 1400]: Train Loss:0.00092614, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:16:04,283 - wikidata12k_1n - [INFO] - [E:391| 1500]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:17:07,477 - wikidata12k_1n - [INFO] - [E:391| 1600]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:17:48,794 - wikidata12k_1n - [INFO] - [Epoch:391]: Training Loss:0.0009261 + +2023-05-12 03:17:49,011 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 03:18:10,504 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 03:18:22,935 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 03:18:44,581 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 03:18:56,916 - wikidata12k_1n - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.50883, Head : 0.3575, Avg : 0.43317 + +2023-05-12 03:18:56,916 - wikidata12k_1n - [INFO] - [Epoch 391]: Training Loss: 0.00092609, Valid MRR: 0.44315, + + + +2023-05-12 03:18:57,564 - wikidata12k_1n - [INFO] - [E:392| 0]: Train Loss:0.00091384, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:20:00,821 - wikidata12k_1n - [INFO] - [E:392| 100]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:21:04,063 - wikidata12k_1n - [INFO] - [E:392| 200]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:22:07,220 - wikidata12k_1n - [INFO] - [E:392| 300]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:23:10,503 - wikidata12k_1n - [INFO] - [E:392| 400]: Train Loss:0.00092575, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:24:13,721 - wikidata12k_1n - [INFO] - [E:392| 500]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:25:16,900 - wikidata12k_1n - [INFO] - [E:392| 600]: Train Loss:0.00092639, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:26:20,121 - wikidata12k_1n - [INFO] - [E:392| 700]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:27:23,372 - wikidata12k_1n - [INFO] - [E:392| 800]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:28:26,603 - wikidata12k_1n - [INFO] - [E:392| 900]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:29:29,803 - wikidata12k_1n - [INFO] - [E:392| 1000]: Train Loss:0.00092652, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:30:32,982 - wikidata12k_1n - [INFO] - [E:392| 1100]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:31:36,244 - wikidata12k_1n - [INFO] - [E:392| 1200]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:32:39,390 - wikidata12k_1n - [INFO] - [E:392| 1300]: Train Loss:0.00092629, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:33:42,599 - wikidata12k_1n - [INFO] - [E:392| 1400]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:34:45,742 - wikidata12k_1n - [INFO] - [E:392| 1500]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:35:48,935 - wikidata12k_1n - [INFO] - [E:392| 1600]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:36:30,321 - wikidata12k_1n - [INFO] - [Epoch:392]: Training Loss:0.0009261 + +2023-05-12 03:36:30,539 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 03:36:51,996 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 03:37:04,433 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 03:37:26,064 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 03:37:38,368 - wikidata12k_1n - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.51028, Head : 0.36807, Avg : 0.43917 + +2023-05-12 03:37:38,368 - wikidata12k_1n - [INFO] - [Epoch 392]: Training Loss: 0.00092614, Valid MRR: 0.44315, + + + +2023-05-12 03:37:39,015 - wikidata12k_1n - [INFO] - [E:393| 0]: Train Loss:0.00094638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:38:42,176 - wikidata12k_1n - [INFO] - [E:393| 100]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:39:45,300 - wikidata12k_1n - [INFO] - [E:393| 200]: Train Loss:0.0009247, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:40:48,436 - wikidata12k_1n - [INFO] - [E:393| 300]: Train Loss:0.00092509, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:41:51,590 - wikidata12k_1n - [INFO] - [E:393| 400]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:42:54,782 - wikidata12k_1n - [INFO] - [E:393| 500]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:43:57,960 - wikidata12k_1n - [INFO] - [E:393| 600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:45:01,281 - wikidata12k_1n - [INFO] - [E:393| 700]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:46:04,444 - wikidata12k_1n - [INFO] - [E:393| 800]: Train Loss:0.00092607, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:47:07,620 - wikidata12k_1n - [INFO] - [E:393| 900]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:48:10,757 - wikidata12k_1n - [INFO] - [E:393| 1000]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:49:13,887 - wikidata12k_1n - [INFO] - [E:393| 1100]: Train Loss:0.00092651, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:50:17,034 - wikidata12k_1n - [INFO] - [E:393| 1200]: Train Loss:0.00092626, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:51:20,091 - wikidata12k_1n - [INFO] - [E:393| 1300]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:52:23,310 - wikidata12k_1n - [INFO] - [E:393| 1400]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:53:26,607 - wikidata12k_1n - [INFO] - [E:393| 1500]: Train Loss:0.00092619, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:54:29,741 - wikidata12k_1n - [INFO] - [E:393| 1600]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:55:10,999 - wikidata12k_1n - [INFO] - [Epoch:393]: Training Loss:0.0009262 + +2023-05-12 03:55:11,217 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 03:55:32,682 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 03:55:45,114 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 03:56:06,772 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 03:56:19,079 - wikidata12k_1n - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.50967, Head : 0.36925, Avg : 0.43946 + +2023-05-12 03:56:19,079 - wikidata12k_1n - [INFO] - [Epoch 393]: Training Loss: 0.00092625, Valid MRR: 0.44315, + + + +2023-05-12 03:56:19,725 - wikidata12k_1n - [INFO] - [E:394| 0]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:57:22,792 - wikidata12k_1n - [INFO] - [E:394| 100]: Train Loss:0.00092883, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:58:25,838 - wikidata12k_1n - [INFO] - [E:394| 200]: Train Loss:0.0009261, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:59:28,860 - wikidata12k_1n - [INFO] - [E:394| 300]: Train Loss:0.00092539, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:00:31,892 - wikidata12k_1n - [INFO] - [E:394| 400]: Train Loss:0.00092562, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:01:35,095 - wikidata12k_1n - [INFO] - [E:394| 500]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:02:38,129 - wikidata12k_1n - [INFO] - [E:394| 600]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:03:41,225 - wikidata12k_1n - [INFO] - [E:394| 700]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:04:44,448 - wikidata12k_1n - [INFO] - [E:394| 800]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:05:47,565 - wikidata12k_1n - [INFO] - [E:394| 900]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:06:50,642 - wikidata12k_1n - [INFO] - [E:394| 1000]: Train Loss:0.00092606, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:07:53,825 - wikidata12k_1n - [INFO] - [E:394| 1100]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:08:56,983 - wikidata12k_1n - [INFO] - [E:394| 1200]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:10:00,295 - wikidata12k_1n - [INFO] - [E:394| 1300]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:11:03,347 - wikidata12k_1n - [INFO] - [E:394| 1400]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:12:06,518 - wikidata12k_1n - [INFO] - [E:394| 1500]: Train Loss:0.00092567, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:13:09,609 - wikidata12k_1n - [INFO] - [E:394| 1600]: Train Loss:0.00092583, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:13:50,818 - wikidata12k_1n - [INFO] - [Epoch:394]: Training Loss:0.000926 + +2023-05-12 04:13:51,035 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 04:14:12,478 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 04:14:24,886 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 04:14:46,502 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 04:14:58,802 - wikidata12k_1n - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.5114, Head : 0.36585, Avg : 0.43862 + +2023-05-12 04:14:58,802 - wikidata12k_1n - [INFO] - [Epoch 394]: Training Loss: 0.00092603, Valid MRR: 0.44315, + + + +2023-05-12 04:14:59,450 - wikidata12k_1n - [INFO] - [E:395| 0]: Train Loss:0.00091322, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:16:02,491 - wikidata12k_1n - [INFO] - [E:395| 100]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:17:05,499 - wikidata12k_1n - [INFO] - [E:395| 200]: Train Loss:0.00092425, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:18:08,716 - wikidata12k_1n - [INFO] - [E:395| 300]: Train Loss:0.00092436, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:19:11,855 - wikidata12k_1n - [INFO] - [E:395| 400]: Train Loss:0.00092401, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:20:15,146 - wikidata12k_1n - [INFO] - [E:395| 500]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:21:18,292 - wikidata12k_1n - [INFO] - [E:395| 600]: Train Loss:0.00092537, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:22:21,410 - wikidata12k_1n - [INFO] - [E:395| 700]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:23:24,465 - wikidata12k_1n - [INFO] - [E:395| 800]: Train Loss:0.00092576, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:24:27,613 - wikidata12k_1n - [INFO] - [E:395| 900]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:25:30,712 - wikidata12k_1n - [INFO] - [E:395| 1000]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:26:33,917 - wikidata12k_1n - [INFO] - [E:395| 1100]: Train Loss:0.00092565, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:27:36,979 - wikidata12k_1n - [INFO] - [E:395| 1200]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:28:40,125 - wikidata12k_1n - [INFO] - [E:395| 1300]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:29:43,273 - wikidata12k_1n - [INFO] - [E:395| 1400]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:30:46,378 - wikidata12k_1n - [INFO] - [E:395| 1500]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:31:49,486 - wikidata12k_1n - [INFO] - [E:395| 1600]: Train Loss:0.0009258, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:32:30,750 - wikidata12k_1n - [INFO] - [Epoch:395]: Training Loss:0.0009259 + +2023-05-12 04:32:30,967 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 04:32:52,413 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 04:33:04,831 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 04:33:26,443 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 04:33:38,736 - wikidata12k_1n - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.50767, Head : 0.36134, Avg : 0.4345 + +2023-05-12 04:33:38,737 - wikidata12k_1n - [INFO] - [Epoch 395]: Training Loss: 0.00092594, Valid MRR: 0.44315, + + + +2023-05-12 04:33:39,382 - wikidata12k_1n - [INFO] - [E:396| 0]: Train Loss:0.0009189, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:34:42,543 - wikidata12k_1n - [INFO] - [E:396| 100]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:35:45,687 - wikidata12k_1n - [INFO] - [E:396| 200]: Train Loss:0.0009269, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:36:48,794 - wikidata12k_1n - [INFO] - [E:396| 300]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:37:51,947 - wikidata12k_1n - [INFO] - [E:396| 400]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:38:55,089 - wikidata12k_1n - [INFO] - [E:396| 500]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:39:58,090 - wikidata12k_1n - [INFO] - [E:396| 600]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:41:01,121 - wikidata12k_1n - [INFO] - [E:396| 700]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:42:04,158 - wikidata12k_1n - [INFO] - [E:396| 800]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:43:07,289 - wikidata12k_1n - [INFO] - [E:396| 900]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:44:10,374 - wikidata12k_1n - [INFO] - [E:396| 1000]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:45:13,505 - wikidata12k_1n - [INFO] - [E:396| 1100]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:46:16,579 - wikidata12k_1n - [INFO] - [E:396| 1200]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:47:19,678 - wikidata12k_1n - [INFO] - [E:396| 1300]: Train Loss:0.00092614, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:48:22,706 - wikidata12k_1n - [INFO] - [E:396| 1400]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:49:25,814 - wikidata12k_1n - [INFO] - [E:396| 1500]: Train Loss:0.00092629, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:50:28,896 - wikidata12k_1n - [INFO] - [E:396| 1600]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:51:10,085 - wikidata12k_1n - [INFO] - [Epoch:396]: Training Loss:0.0009262 + +2023-05-12 04:51:10,302 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 04:51:31,815 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 04:51:44,250 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 04:52:05,905 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 04:52:18,214 - wikidata12k_1n - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.50099, Head : 0.34112, Avg : 0.42105 + +2023-05-12 04:52:18,214 - wikidata12k_1n - [INFO] - [Epoch 396]: Training Loss: 0.00092622, Valid MRR: 0.44315, + + + +2023-05-12 04:52:18,863 - wikidata12k_1n - [INFO] - [E:397| 0]: Train Loss:0.00094003, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:53:22,019 - wikidata12k_1n - [INFO] - [E:397| 100]: Train Loss:0.00092562, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:54:25,176 - wikidata12k_1n - [INFO] - [E:397| 200]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:55:28,309 - wikidata12k_1n - [INFO] - [E:397| 300]: Train Loss:0.00092686, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:56:31,474 - wikidata12k_1n - [INFO] - [E:397| 400]: Train Loss:0.00092708, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:57:34,675 - wikidata12k_1n - [INFO] - [E:397| 500]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:58:37,845 - wikidata12k_1n - [INFO] - [E:397| 600]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:59:41,056 - wikidata12k_1n - [INFO] - [E:397| 700]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:00:44,188 - wikidata12k_1n - [INFO] - [E:397| 800]: Train Loss:0.00092667, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:01:47,334 - wikidata12k_1n - [INFO] - [E:397| 900]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:02:50,436 - wikidata12k_1n - [INFO] - [E:397| 1000]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:03:53,554 - wikidata12k_1n - [INFO] - [E:397| 1100]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:04:56,586 - wikidata12k_1n - [INFO] - [E:397| 1200]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:05:59,687 - wikidata12k_1n - [INFO] - [E:397| 1300]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:07:02,810 - wikidata12k_1n - [INFO] - [E:397| 1400]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:08:05,845 - wikidata12k_1n - [INFO] - [E:397| 1500]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:09:09,192 - wikidata12k_1n - [INFO] - [E:397| 1600]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:09:50,398 - wikidata12k_1n - [INFO] - [Epoch:397]: Training Loss:0.0009261 + +2023-05-12 05:09:50,617 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 05:10:12,053 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 05:10:24,461 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 05:10:46,068 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 05:10:58,365 - wikidata12k_1n - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.50152, Head : 0.36467, Avg : 0.43309 + +2023-05-12 05:10:58,365 - wikidata12k_1n - [INFO] - [Epoch 397]: Training Loss: 0.00092612, Valid MRR: 0.44315, + + + +2023-05-12 05:10:59,013 - wikidata12k_1n - [INFO] - [E:398| 0]: Train Loss:0.00094511, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:12:02,064 - wikidata12k_1n - [INFO] - [E:398| 100]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:13:05,272 - wikidata12k_1n - [INFO] - [E:398| 200]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:14:08,375 - wikidata12k_1n - [INFO] - [E:398| 300]: Train Loss:0.00092682, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:15:11,450 - wikidata12k_1n - [INFO] - [E:398| 400]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:16:14,470 - wikidata12k_1n - [INFO] - [E:398| 500]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:17:17,709 - wikidata12k_1n - [INFO] - [E:398| 600]: Train Loss:0.00092585, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:18:20,865 - wikidata12k_1n - [INFO] - [E:398| 700]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:19:23,991 - wikidata12k_1n - [INFO] - [E:398| 800]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:20:27,165 - wikidata12k_1n - [INFO] - [E:398| 900]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:21:30,293 - wikidata12k_1n - [INFO] - [E:398| 1000]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:22:33,350 - wikidata12k_1n - [INFO] - [E:398| 1100]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:23:36,396 - wikidata12k_1n - [INFO] - [E:398| 1200]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:24:39,579 - wikidata12k_1n - [INFO] - [E:398| 1300]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:25:42,798 - wikidata12k_1n - [INFO] - [E:398| 1400]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:26:45,924 - wikidata12k_1n - [INFO] - [E:398| 1500]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:27:49,029 - wikidata12k_1n - [INFO] - [E:398| 1600]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:28:30,260 - wikidata12k_1n - [INFO] - [Epoch:398]: Training Loss:0.000926 + +2023-05-12 05:28:30,477 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 05:28:51,919 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 05:29:04,334 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 05:29:25,944 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 05:29:38,232 - wikidata12k_1n - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.49692, Head : 0.34375, Avg : 0.42033 + +2023-05-12 05:29:38,232 - wikidata12k_1n - [INFO] - [Epoch 398]: Training Loss: 0.00092598, Valid MRR: 0.44315, + + + +2023-05-12 05:29:38,878 - wikidata12k_1n - [INFO] - [E:399| 0]: Train Loss:0.0011361, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:30:41,978 - wikidata12k_1n - [INFO] - [E:399| 100]: Train Loss:0.00092422, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:31:45,023 - wikidata12k_1n - [INFO] - [E:399| 200]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:32:48,059 - wikidata12k_1n - [INFO] - [E:399| 300]: Train Loss:0.00092639, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:33:51,238 - wikidata12k_1n - [INFO] - [E:399| 400]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:34:54,270 - wikidata12k_1n - [INFO] - [E:399| 500]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:35:57,288 - wikidata12k_1n - [INFO] - [E:399| 600]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:37:00,456 - wikidata12k_1n - [INFO] - [E:399| 700]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:38:03,574 - wikidata12k_1n - [INFO] - [E:399| 800]: Train Loss:0.00092649, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:39:06,667 - wikidata12k_1n - [INFO] - [E:399| 900]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:40:09,691 - wikidata12k_1n - [INFO] - [E:399| 1000]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:41:12,698 - wikidata12k_1n - [INFO] - [E:399| 1100]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:42:15,922 - wikidata12k_1n - [INFO] - [E:399| 1200]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:43:19,088 - wikidata12k_1n - [INFO] - [E:399| 1300]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:44:22,178 - wikidata12k_1n - [INFO] - [E:399| 1400]: Train Loss:0.00092618, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:45:25,229 - wikidata12k_1n - [INFO] - [E:399| 1500]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:46:28,270 - wikidata12k_1n - [INFO] - [E:399| 1600]: Train Loss:0.000926, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:47:09,491 - wikidata12k_1n - [INFO] - [Epoch:399]: Training Loss:0.0009259 + +2023-05-12 05:47:09,709 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 05:47:31,121 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 05:47:43,524 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 05:48:05,126 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 05:48:17,398 - wikidata12k_1n - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.51016, Head : 0.34121, Avg : 0.42569 + MR: Tail : 790.64, Head : 995.2, Avg : 892.92 + Hit-1: Tail : 0.42745, Head : 0.2359, Avg : 0.33168 + Hit-3: Tail : 0.55834, Head : 0.39291, Avg : 0.47563 + Hit-10: Tail : 0.66424, Head : 0.54884, Avg : 0.60654 +2023-05-12 05:48:17,399 - wikidata12k_1n - [INFO] - [Epoch 399]: Training Loss: 0.00092594, Valid MRR: 0.44315, + + + +2023-05-12 05:48:18,043 - wikidata12k_1n - [INFO] - [E:400| 0]: Train Loss:0.00090838, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:49:21,116 - wikidata12k_1n - [INFO] - [E:400| 100]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:50:24,281 - wikidata12k_1n - [INFO] - [E:400| 200]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:51:27,398 - wikidata12k_1n - [INFO] - [E:400| 300]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:52:30,544 - wikidata12k_1n - [INFO] - [E:400| 400]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:53:33,578 - wikidata12k_1n - [INFO] - [E:400| 500]: Train Loss:0.00092583, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:54:36,607 - wikidata12k_1n - [INFO] - [E:400| 600]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:55:39,592 - wikidata12k_1n - [INFO] - [E:400| 700]: Train Loss:0.0009257, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:56:42,625 - wikidata12k_1n - [INFO] - [E:400| 800]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:57:45,734 - wikidata12k_1n - [INFO] - [E:400| 900]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:58:48,950 - wikidata12k_1n - [INFO] - [E:400| 1000]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:59:51,996 - wikidata12k_1n - [INFO] - [E:400| 1100]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:00:55,078 - wikidata12k_1n - [INFO] - [E:400| 1200]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:01:58,169 - wikidata12k_1n - [INFO] - [E:400| 1300]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:03:01,282 - wikidata12k_1n - [INFO] - [E:400| 1400]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:04:04,293 - wikidata12k_1n - [INFO] - [E:400| 1500]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:05:07,362 - wikidata12k_1n - [INFO] - [E:400| 1600]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:05:48,562 - wikidata12k_1n - [INFO] - [Epoch:400]: Training Loss:0.0009259 + +2023-05-12 06:05:48,780 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 06:06:10,196 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 06:06:22,590 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 06:06:44,253 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 06:06:56,567 - wikidata12k_1n - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.51073, Head : 0.3674, Avg : 0.43907 + +2023-05-12 06:06:56,568 - wikidata12k_1n - [INFO] - [Epoch 400]: Training Loss: 0.00092586, Valid MRR: 0.44315, + + + +2023-05-12 06:06:57,213 - wikidata12k_1n - [INFO] - [E:401| 0]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:08:00,262 - wikidata12k_1n - [INFO] - [E:401| 100]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:09:03,236 - wikidata12k_1n - [INFO] - [E:401| 200]: Train Loss:0.00092676, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:10:06,226 - wikidata12k_1n - [INFO] - [E:401| 300]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:11:09,204 - wikidata12k_1n - [INFO] - [E:401| 400]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:12:12,188 - wikidata12k_1n - [INFO] - [E:401| 500]: Train Loss:0.00092656, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:13:15,192 - wikidata12k_1n - [INFO] - [E:401| 600]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:14:18,287 - wikidata12k_1n - [INFO] - [E:401| 700]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:15:21,448 - wikidata12k_1n - [INFO] - [E:401| 800]: Train Loss:0.00092658, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:16:24,531 - wikidata12k_1n - [INFO] - [E:401| 900]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:17:27,627 - wikidata12k_1n - [INFO] - [E:401| 1000]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:18:30,654 - wikidata12k_1n - [INFO] - [E:401| 1100]: Train Loss:0.00092616, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:19:33,750 - wikidata12k_1n - [INFO] - [E:401| 1200]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:20:36,824 - wikidata12k_1n - [INFO] - [E:401| 1300]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:21:39,900 - wikidata12k_1n - [INFO] - [E:401| 1400]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:22:42,921 - wikidata12k_1n - [INFO] - [E:401| 1500]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:23:46,085 - wikidata12k_1n - [INFO] - [E:401| 1600]: Train Loss:0.00092594, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:24:27,271 - wikidata12k_1n - [INFO] - [Epoch:401]: Training Loss:0.0009258 + +2023-05-12 06:24:27,489 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 06:24:48,931 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 06:25:01,353 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 06:25:22,953 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 06:25:35,234 - wikidata12k_1n - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.50515, Head : 0.3612, Avg : 0.43317 + +2023-05-12 06:25:35,234 - wikidata12k_1n - [INFO] - [Epoch 401]: Training Loss: 0.00092584, Valid MRR: 0.44315, + + + +2023-05-12 06:25:35,882 - wikidata12k_1n - [INFO] - [E:402| 0]: Train Loss:0.00090979, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:26:38,952 - wikidata12k_1n - [INFO] - [E:402| 100]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:27:42,024 - wikidata12k_1n - [INFO] - [E:402| 200]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:28:45,091 - wikidata12k_1n - [INFO] - [E:402| 300]: Train Loss:0.00092738, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:29:48,172 - wikidata12k_1n - [INFO] - [E:402| 400]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:30:51,220 - wikidata12k_1n - [INFO] - [E:402| 500]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:31:54,354 - wikidata12k_1n - [INFO] - [E:402| 600]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:32:57,438 - wikidata12k_1n - [INFO] - [E:402| 700]: Train Loss:0.0009263, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:34:00,512 - wikidata12k_1n - [INFO] - [E:402| 800]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:35:03,527 - wikidata12k_1n - [INFO] - [E:402| 900]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:36:06,544 - wikidata12k_1n - [INFO] - [E:402| 1000]: Train Loss:0.00092581, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:37:09,546 - wikidata12k_1n - [INFO] - [E:402| 1100]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:38:12,518 - wikidata12k_1n - [INFO] - [E:402| 1200]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:39:15,516 - wikidata12k_1n - [INFO] - [E:402| 1300]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:40:18,566 - wikidata12k_1n - [INFO] - [E:402| 1400]: Train Loss:0.00092579, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:41:21,594 - wikidata12k_1n - [INFO] - [E:402| 1500]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:42:24,598 - wikidata12k_1n - [INFO] - [E:402| 1600]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:43:05,760 - wikidata12k_1n - [INFO] - [Epoch:402]: Training Loss:0.0009258 + +2023-05-12 06:43:05,978 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 06:43:27,332 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 06:43:39,707 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 06:44:01,258 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 06:44:13,513 - wikidata12k_1n - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.51267, Head : 0.36001, Avg : 0.43634 + +2023-05-12 06:44:13,513 - wikidata12k_1n - [INFO] - [Epoch 402]: Training Loss: 0.00092575, Valid MRR: 0.44315, + + + +2023-05-12 06:44:14,160 - wikidata12k_1n - [INFO] - [E:403| 0]: Train Loss:0.00090879, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:45:17,150 - wikidata12k_1n - [INFO] - [E:403| 100]: Train Loss:0.00092747, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:46:20,131 - wikidata12k_1n - [INFO] - [E:403| 200]: Train Loss:0.0009257, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:47:23,105 - wikidata12k_1n - [INFO] - [E:403| 300]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:48:26,105 - wikidata12k_1n - [INFO] - [E:403| 400]: Train Loss:0.00092522, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:49:29,178 - wikidata12k_1n - [INFO] - [E:403| 500]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:50:32,201 - wikidata12k_1n - [INFO] - [E:403| 600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:51:35,170 - wikidata12k_1n - [INFO] - [E:403| 700]: Train Loss:0.00092583, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:52:38,151 - wikidata12k_1n - [INFO] - [E:403| 800]: Train Loss:0.00092555, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:53:41,166 - wikidata12k_1n - [INFO] - [E:403| 900]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:54:44,167 - wikidata12k_1n - [INFO] - [E:403| 1000]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:55:47,148 - wikidata12k_1n - [INFO] - [E:403| 1100]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:56:50,229 - wikidata12k_1n - [INFO] - [E:403| 1200]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:57:53,346 - wikidata12k_1n - [INFO] - [E:403| 1300]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:58:56,366 - wikidata12k_1n - [INFO] - [E:403| 1400]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:59:59,392 - wikidata12k_1n - [INFO] - [E:403| 1500]: Train Loss:0.00092585, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:01:02,376 - wikidata12k_1n - [INFO] - [E:403| 1600]: Train Loss:0.00092586, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:01:43,507 - wikidata12k_1n - [INFO] - [Epoch:403]: Training Loss:0.0009258 + +2023-05-12 07:01:43,725 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 07:02:05,097 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 07:02:17,467 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 07:02:39,017 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 07:02:51,282 - wikidata12k_1n - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.51234, Head : 0.37022, Avg : 0.44128 + +2023-05-12 07:02:51,283 - wikidata12k_1n - [INFO] - [Epoch 403]: Training Loss: 0.00092581, Valid MRR: 0.44315, + + + +2023-05-12 07:02:51,929 - wikidata12k_1n - [INFO] - [E:404| 0]: Train Loss:0.00090911, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:03:54,880 - wikidata12k_1n - [INFO] - [E:404| 100]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:04:57,856 - wikidata12k_1n - [INFO] - [E:404| 200]: Train Loss:0.00092536, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:06:00,966 - wikidata12k_1n - [INFO] - [E:404| 300]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:07:03,961 - wikidata12k_1n - [INFO] - [E:404| 400]: Train Loss:0.00092489, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:08:06,971 - wikidata12k_1n - [INFO] - [E:404| 500]: Train Loss:0.00092505, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:09:09,966 - wikidata12k_1n - [INFO] - [E:404| 600]: Train Loss:0.00092502, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:10:12,955 - wikidata12k_1n - [INFO] - [E:404| 700]: Train Loss:0.00092498, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:11:15,945 - wikidata12k_1n - [INFO] - [E:404| 800]: Train Loss:0.00092533, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:12:18,982 - wikidata12k_1n - [INFO] - [E:404| 900]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:13:22,007 - wikidata12k_1n - [INFO] - [E:404| 1000]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:14:25,042 - wikidata12k_1n - [INFO] - [E:404| 1100]: Train Loss:0.00092556, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:15:27,976 - wikidata12k_1n - [INFO] - [E:404| 1200]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:16:30,956 - wikidata12k_1n - [INFO] - [E:404| 1300]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:17:33,959 - wikidata12k_1n - [INFO] - [E:404| 1400]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:18:36,896 - wikidata12k_1n - [INFO] - [E:404| 1500]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:19:39,861 - wikidata12k_1n - [INFO] - [E:404| 1600]: Train Loss:0.00092598, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:20:20,981 - wikidata12k_1n - [INFO] - [Epoch:404]: Training Loss:0.0009259 + +2023-05-12 07:20:21,198 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 07:20:42,525 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 07:20:54,878 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 07:21:16,373 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 07:21:28,600 - wikidata12k_1n - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.51245, Head : 0.32373, Avg : 0.41809 + +2023-05-12 07:21:28,600 - wikidata12k_1n - [INFO] - [Epoch 404]: Training Loss: 0.00092594, Valid MRR: 0.44315, + + + +2023-05-12 07:21:29,244 - wikidata12k_1n - [INFO] - [E:405| 0]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:22:32,278 - wikidata12k_1n - [INFO] - [E:405| 100]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:23:35,163 - wikidata12k_1n - [INFO] - [E:405| 200]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:24:38,160 - wikidata12k_1n - [INFO] - [E:405| 300]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:25:41,168 - wikidata12k_1n - [INFO] - [E:405| 400]: Train Loss:0.00092674, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:26:44,095 - wikidata12k_1n - [INFO] - [E:405| 500]: Train Loss:0.00092602, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:27:47,091 - wikidata12k_1n - [INFO] - [E:405| 600]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:28:50,007 - wikidata12k_1n - [INFO] - [E:405| 700]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:29:52,891 - wikidata12k_1n - [INFO] - [E:405| 800]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:30:55,898 - wikidata12k_1n - [INFO] - [E:405| 900]: Train Loss:0.00092539, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:31:58,868 - wikidata12k_1n - [INFO] - [E:405| 1000]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:33:01,844 - wikidata12k_1n - [INFO] - [E:405| 1100]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:34:04,808 - wikidata12k_1n - [INFO] - [E:405| 1200]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:35:07,796 - wikidata12k_1n - [INFO] - [E:405| 1300]: Train Loss:0.00092555, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:36:10,768 - wikidata12k_1n - [INFO] - [E:405| 1400]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:37:13,715 - wikidata12k_1n - [INFO] - [E:405| 1500]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:38:16,698 - wikidata12k_1n - [INFO] - [E:405| 1600]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:38:57,989 - wikidata12k_1n - [INFO] - [Epoch:405]: Training Loss:0.0009257 + +2023-05-12 07:38:58,207 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 07:39:19,526 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 07:39:31,869 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 07:39:53,388 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 07:40:05,609 - wikidata12k_1n - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.4974, Head : 0.36181, Avg : 0.42961 + +2023-05-12 07:40:05,609 - wikidata12k_1n - [INFO] - [Epoch 405]: Training Loss: 0.00092568, Valid MRR: 0.44315, + + + +2023-05-12 07:40:06,250 - wikidata12k_1n - [INFO] - [E:406| 0]: Train Loss:0.00092303, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:41:09,149 - wikidata12k_1n - [INFO] - [E:406| 100]: Train Loss:0.00092398, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:42:12,116 - wikidata12k_1n - [INFO] - [E:406| 200]: Train Loss:0.00092334, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:43:15,056 - wikidata12k_1n - [INFO] - [E:406| 300]: Train Loss:0.00092362, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:44:17,996 - wikidata12k_1n - [INFO] - [E:406| 400]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:45:20,956 - wikidata12k_1n - [INFO] - [E:406| 500]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:46:23,895 - wikidata12k_1n - [INFO] - [E:406| 600]: Train Loss:0.00092524, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:47:26,955 - wikidata12k_1n - [INFO] - [E:406| 700]: Train Loss:0.00092556, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:48:29,869 - wikidata12k_1n - [INFO] - [E:406| 800]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:49:32,747 - wikidata12k_1n - [INFO] - [E:406| 900]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:50:35,669 - wikidata12k_1n - [INFO] - [E:406| 1000]: Train Loss:0.00092527, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:51:38,645 - wikidata12k_1n - [INFO] - [E:406| 1100]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:52:41,594 - wikidata12k_1n - [INFO] - [E:406| 1200]: Train Loss:0.0009253, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:53:44,466 - wikidata12k_1n - [INFO] - [E:406| 1300]: Train Loss:0.00092523, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:54:47,346 - wikidata12k_1n - [INFO] - [E:406| 1400]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:55:50,324 - wikidata12k_1n - [INFO] - [E:406| 1500]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:56:53,294 - wikidata12k_1n - [INFO] - [E:406| 1600]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:57:34,446 - wikidata12k_1n - [INFO] - [Epoch:406]: Training Loss:0.0009254 + +2023-05-12 07:57:34,662 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 07:57:56,027 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 07:58:08,387 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 07:58:29,910 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 07:58:42,149 - wikidata12k_1n - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.50462, Head : 0.36804, Avg : 0.43633 + +2023-05-12 07:58:42,149 - wikidata12k_1n - [INFO] - [Epoch 406]: Training Loss: 0.00092541, Valid MRR: 0.44315, + + + +2023-05-12 07:58:42,795 - wikidata12k_1n - [INFO] - [E:407| 0]: Train Loss:0.00094032, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:59:45,763 - wikidata12k_1n - [INFO] - [E:407| 100]: Train Loss:0.00092481, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:00:48,749 - wikidata12k_1n - [INFO] - [E:407| 200]: Train Loss:0.00092569, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:01:51,752 - wikidata12k_1n - [INFO] - [E:407| 300]: Train Loss:0.00092464, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:02:54,720 - wikidata12k_1n - [INFO] - [E:407| 400]: Train Loss:0.00092437, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:03:57,749 - wikidata12k_1n - [INFO] - [E:407| 500]: Train Loss:0.00092511, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:05:00,728 - wikidata12k_1n - [INFO] - [E:407| 600]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:06:03,681 - wikidata12k_1n - [INFO] - [E:407| 700]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:07:06,611 - wikidata12k_1n - [INFO] - [E:407| 800]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:08:09,609 - wikidata12k_1n - [INFO] - [E:407| 900]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:09:12,564 - wikidata12k_1n - [INFO] - [E:407| 1000]: Train Loss:0.0009256, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:10:15,602 - wikidata12k_1n - [INFO] - [E:407| 1100]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:11:18,512 - wikidata12k_1n - [INFO] - [E:407| 1200]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:12:21,542 - wikidata12k_1n - [INFO] - [E:407| 1300]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:13:24,543 - wikidata12k_1n - [INFO] - [E:407| 1400]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:14:27,466 - wikidata12k_1n - [INFO] - [E:407| 1500]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:15:30,476 - wikidata12k_1n - [INFO] - [E:407| 1600]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:16:11,641 - wikidata12k_1n - [INFO] - [Epoch:407]: Training Loss:0.0009256 + +2023-05-12 08:16:11,859 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 08:16:33,208 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 08:16:45,580 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 08:17:07,096 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 08:17:19,334 - wikidata12k_1n - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.51087, Head : 0.36752, Avg : 0.43919 + +2023-05-12 08:17:19,334 - wikidata12k_1n - [INFO] - [Epoch 407]: Training Loss: 0.00092561, Valid MRR: 0.44315, + + + +2023-05-12 08:17:19,978 - wikidata12k_1n - [INFO] - [E:408| 0]: Train Loss:0.00097087, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:18:22,967 - wikidata12k_1n - [INFO] - [E:408| 100]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:19:25,958 - wikidata12k_1n - [INFO] - [E:408| 200]: Train Loss:0.00092668, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:20:29,023 - wikidata12k_1n - [INFO] - [E:408| 300]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:21:31,993 - wikidata12k_1n - [INFO] - [E:408| 400]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:22:34,978 - wikidata12k_1n - [INFO] - [E:408| 500]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:23:37,935 - wikidata12k_1n - [INFO] - [E:408| 600]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:24:40,911 - wikidata12k_1n - [INFO] - [E:408| 700]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:25:43,899 - wikidata12k_1n - [INFO] - [E:408| 800]: Train Loss:0.00092566, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:26:46,841 - wikidata12k_1n - [INFO] - [E:408| 900]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:27:49,738 - wikidata12k_1n - [INFO] - [E:408| 1000]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:28:52,773 - wikidata12k_1n - [INFO] - [E:408| 1100]: Train Loss:0.00092555, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:29:55,682 - wikidata12k_1n - [INFO] - [E:408| 1200]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:30:58,594 - wikidata12k_1n - [INFO] - [E:408| 1300]: Train Loss:0.00092547, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:32:01,530 - wikidata12k_1n - [INFO] - [E:408| 1400]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:33:04,527 - wikidata12k_1n - [INFO] - [E:408| 1500]: Train Loss:0.00092589, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:34:07,509 - wikidata12k_1n - [INFO] - [E:408| 1600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:34:48,680 - wikidata12k_1n - [INFO] - [Epoch:408]: Training Loss:0.0009259 + +2023-05-12 08:34:48,897 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 08:35:10,239 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 08:35:22,598 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 08:35:44,125 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 08:35:56,366 - wikidata12k_1n - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.51102, Head : 0.36496, Avg : 0.43799 + +2023-05-12 08:35:56,366 - wikidata12k_1n - [INFO] - [Epoch 408]: Training Loss: 0.0009259, Valid MRR: 0.44315, + + + +2023-05-12 08:35:57,012 - wikidata12k_1n - [INFO] - [E:409| 0]: Train Loss:0.00092145, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:37:00,013 - wikidata12k_1n - [INFO] - [E:409| 100]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:38:03,019 - wikidata12k_1n - [INFO] - [E:409| 200]: Train Loss:0.00093136, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:39:05,981 - wikidata12k_1n - [INFO] - [E:409| 300]: Train Loss:0.00092953, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:40:08,954 - wikidata12k_1n - [INFO] - [E:409| 400]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:41:11,917 - wikidata12k_1n - [INFO] - [E:409| 500]: Train Loss:0.00092763, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:42:14,853 - wikidata12k_1n - [INFO] - [E:409| 600]: Train Loss:0.00092683, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:43:17,867 - wikidata12k_1n - [INFO] - [E:409| 700]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:44:20,844 - wikidata12k_1n - [INFO] - [E:409| 800]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:45:23,843 - wikidata12k_1n - [INFO] - [E:409| 900]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:46:26,835 - wikidata12k_1n - [INFO] - [E:409| 1000]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:47:29,806 - wikidata12k_1n - [INFO] - [E:409| 1100]: Train Loss:0.00092581, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:48:32,761 - wikidata12k_1n - [INFO] - [E:409| 1200]: Train Loss:0.0009257, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:49:35,719 - wikidata12k_1n - [INFO] - [E:409| 1300]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:50:38,641 - wikidata12k_1n - [INFO] - [E:409| 1400]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:51:41,565 - wikidata12k_1n - [INFO] - [E:409| 1500]: Train Loss:0.00092598, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:52:44,456 - wikidata12k_1n - [INFO] - [E:409| 1600]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:53:25,612 - wikidata12k_1n - [INFO] - [Epoch:409]: Training Loss:0.0009259 + +2023-05-12 08:53:25,838 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 08:53:47,213 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 08:53:59,565 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 08:54:21,073 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 08:54:33,309 - wikidata12k_1n - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.5094, Head : 0.3295, Avg : 0.41945 + MR: Tail : 741.21, Head : 969.29, Avg : 855.25 + Hit-1: Tail : 0.42899, Head : 0.21813, Avg : 0.32356 + Hit-3: Tail : 0.55503, Head : 0.38985, Avg : 0.47244 + Hit-10: Tail : 0.66132, Head : 0.54746, Avg : 0.60439 +2023-05-12 08:54:33,309 - wikidata12k_1n - [INFO] - [Epoch 409]: Training Loss: 0.00092592, Valid MRR: 0.44315, + + + +2023-05-12 08:54:33,953 - wikidata12k_1n - [INFO] - [E:410| 0]: Train Loss:0.00092066, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:55:36,932 - wikidata12k_1n - [INFO] - [E:410| 100]: Train Loss:0.00092723, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:56:39,894 - wikidata12k_1n - [INFO] - [E:410| 200]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:57:42,887 - wikidata12k_1n - [INFO] - [E:410| 300]: Train Loss:0.00092395, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:58:45,872 - wikidata12k_1n - [INFO] - [E:410| 400]: Train Loss:0.00092384, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:59:48,839 - wikidata12k_1n - [INFO] - [E:410| 500]: Train Loss:0.00092437, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:00:51,833 - wikidata12k_1n - [INFO] - [E:410| 600]: Train Loss:0.00092453, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:01:54,886 - wikidata12k_1n - [INFO] - [E:410| 700]: Train Loss:0.00092458, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:02:57,879 - wikidata12k_1n - [INFO] - [E:410| 800]: Train Loss:0.00092468, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:04:00,854 - wikidata12k_1n - [INFO] - [E:410| 900]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:05:03,866 - wikidata12k_1n - [INFO] - [E:410| 1000]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:06:06,842 - wikidata12k_1n - [INFO] - [E:410| 1100]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:07:09,823 - wikidata12k_1n - [INFO] - [E:410| 1200]: Train Loss:0.0009261, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:08:12,773 - wikidata12k_1n - [INFO] - [E:410| 1300]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:09:15,715 - wikidata12k_1n - [INFO] - [E:410| 1400]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:10:18,688 - wikidata12k_1n - [INFO] - [E:410| 1500]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:11:21,654 - wikidata12k_1n - [INFO] - [E:410| 1600]: Train Loss:0.00092602, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:12:02,825 - wikidata12k_1n - [INFO] - [Epoch:410]: Training Loss:0.0009263 + +2023-05-12 09:12:03,041 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 09:12:24,377 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 09:12:36,744 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 09:12:58,262 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 09:13:10,494 - wikidata12k_1n - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.50504, Head : 0.35193, Avg : 0.42849 + +2023-05-12 09:13:10,494 - wikidata12k_1n - [INFO] - [Epoch 410]: Training Loss: 0.00092626, Valid MRR: 0.44315, + + + +2023-05-12 09:13:11,138 - wikidata12k_1n - [INFO] - [E:411| 0]: Train Loss:0.00091863, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:14:14,102 - wikidata12k_1n - [INFO] - [E:411| 100]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:15:16,991 - wikidata12k_1n - [INFO] - [E:411| 200]: Train Loss:0.00092829, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:16:19,862 - wikidata12k_1n - [INFO] - [E:411| 300]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:17:22,825 - wikidata12k_1n - [INFO] - [E:411| 400]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:18:25,827 - wikidata12k_1n - [INFO] - [E:411| 500]: Train Loss:0.0009253, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:19:28,826 - wikidata12k_1n - [INFO] - [E:411| 600]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:20:31,808 - wikidata12k_1n - [INFO] - [E:411| 700]: Train Loss:0.00092673, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:21:34,773 - wikidata12k_1n - [INFO] - [E:411| 800]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:22:37,751 - wikidata12k_1n - [INFO] - [E:411| 900]: Train Loss:0.00092648, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:23:40,722 - wikidata12k_1n - [INFO] - [E:411| 1000]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:24:43,698 - wikidata12k_1n - [INFO] - [E:411| 1100]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:25:46,626 - wikidata12k_1n - [INFO] - [E:411| 1200]: Train Loss:0.00092575, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:26:49,654 - wikidata12k_1n - [INFO] - [E:411| 1300]: Train Loss:0.00092558, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:27:52,660 - wikidata12k_1n - [INFO] - [E:411| 1400]: Train Loss:0.00092547, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:28:55,621 - wikidata12k_1n - [INFO] - [E:411| 1500]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:29:58,461 - wikidata12k_1n - [INFO] - [E:411| 1600]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:30:39,527 - wikidata12k_1n - [INFO] - [Epoch:411]: Training Loss:0.0009257 + +2023-05-12 09:30:39,744 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 09:31:01,056 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 09:31:13,398 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 09:31:34,927 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 09:31:47,175 - wikidata12k_1n - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.51109, Head : 0.3601, Avg : 0.43559 + +2023-05-12 09:31:47,175 - wikidata12k_1n - [INFO] - [Epoch 411]: Training Loss: 0.00092574, Valid MRR: 0.44315, + + + +2023-05-12 09:31:47,819 - wikidata12k_1n - [INFO] - [E:412| 0]: Train Loss:0.00094939, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:32:50,804 - wikidata12k_1n - [INFO] - [E:412| 100]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:33:53,722 - wikidata12k_1n - [INFO] - [E:412| 200]: Train Loss:0.00092515, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:34:56,658 - wikidata12k_1n - [INFO] - [E:412| 300]: Train Loss:0.0009261, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:35:59,654 - wikidata12k_1n - [INFO] - [E:412| 400]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:37:02,624 - wikidata12k_1n - [INFO] - [E:412| 500]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:38:05,595 - wikidata12k_1n - [INFO] - [E:412| 600]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:39:08,556 - wikidata12k_1n - [INFO] - [E:412| 700]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:40:11,519 - wikidata12k_1n - [INFO] - [E:412| 800]: Train Loss:0.000926, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:41:14,485 - wikidata12k_1n - [INFO] - [E:412| 900]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:42:17,540 - wikidata12k_1n - [INFO] - [E:412| 1000]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:43:20,564 - wikidata12k_1n - [INFO] - [E:412| 1100]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:44:23,605 - wikidata12k_1n - [INFO] - [E:412| 1200]: Train Loss:0.00092538, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:45:26,620 - wikidata12k_1n - [INFO] - [E:412| 1300]: Train Loss:0.00092509, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:46:29,607 - wikidata12k_1n - [INFO] - [E:412| 1400]: Train Loss:0.00092509, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:47:32,585 - wikidata12k_1n - [INFO] - [E:412| 1500]: Train Loss:0.00092508, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:48:35,551 - wikidata12k_1n - [INFO] - [E:412| 1600]: Train Loss:0.00092505, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:49:16,673 - wikidata12k_1n - [INFO] - [Epoch:412]: Training Loss:0.0009253 + +2023-05-12 09:49:16,888 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 09:49:38,225 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 09:49:50,563 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 09:50:12,062 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 09:50:24,290 - wikidata12k_1n - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.51203, Head : 0.36459, Avg : 0.43831 + +2023-05-12 09:50:24,290 - wikidata12k_1n - [INFO] - [Epoch 412]: Training Loss: 0.00092533, Valid MRR: 0.44315, + + + +2023-05-12 09:50:24,933 - wikidata12k_1n - [INFO] - [E:413| 0]: Train Loss:0.00095951, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:51:27,881 - wikidata12k_1n - [INFO] - [E:413| 100]: Train Loss:0.00092287, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:52:30,884 - wikidata12k_1n - [INFO] - [E:413| 200]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:53:33,808 - wikidata12k_1n - [INFO] - [E:413| 300]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:54:36,776 - wikidata12k_1n - [INFO] - [E:413| 400]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:55:39,764 - wikidata12k_1n - [INFO] - [E:413| 500]: Train Loss:0.0009258, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:56:42,734 - wikidata12k_1n - [INFO] - [E:413| 600]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:57:45,721 - wikidata12k_1n - [INFO] - [E:413| 700]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:58:48,699 - wikidata12k_1n - [INFO] - [E:413| 800]: Train Loss:0.0009256, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:59:51,618 - wikidata12k_1n - [INFO] - [E:413| 900]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:00:54,687 - wikidata12k_1n - [INFO] - [E:413| 1000]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:01:57,632 - wikidata12k_1n - [INFO] - [E:413| 1100]: Train Loss:0.00092529, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:03:00,594 - wikidata12k_1n - [INFO] - [E:413| 1200]: Train Loss:0.00092562, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:04:03,565 - wikidata12k_1n - [INFO] - [E:413| 1300]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:05:06,535 - wikidata12k_1n - [INFO] - [E:413| 1400]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:06:09,528 - wikidata12k_1n - [INFO] - [E:413| 1500]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:07:12,527 - wikidata12k_1n - [INFO] - [E:413| 1600]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:07:53,694 - wikidata12k_1n - [INFO] - [Epoch:413]: Training Loss:0.0009256 + +2023-05-12 10:07:53,911 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 10:08:15,276 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 10:08:27,649 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 10:08:49,187 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 10:09:01,412 - wikidata12k_1n - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.51168, Head : 0.36687, Avg : 0.43928 + +2023-05-12 10:09:01,412 - wikidata12k_1n - [INFO] - [Epoch 413]: Training Loss: 0.00092561, Valid MRR: 0.44315, + + + +2023-05-12 10:09:02,055 - wikidata12k_1n - [INFO] - [E:414| 0]: Train Loss:0.00092167, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:10:04,943 - wikidata12k_1n - [INFO] - [E:414| 100]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:11:07,907 - wikidata12k_1n - [INFO] - [E:414| 200]: Train Loss:0.00092484, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:12:10,832 - wikidata12k_1n - [INFO] - [E:414| 300]: Train Loss:0.00092504, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:13:13,722 - wikidata12k_1n - [INFO] - [E:414| 400]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:14:16,607 - wikidata12k_1n - [INFO] - [E:414| 500]: Train Loss:0.00092536, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:15:19,563 - wikidata12k_1n - [INFO] - [E:414| 600]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:16:22,547 - wikidata12k_1n - [INFO] - [E:414| 700]: Train Loss:0.00092488, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:17:25,536 - wikidata12k_1n - [INFO] - [E:414| 800]: Train Loss:0.00092512, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:18:28,508 - wikidata12k_1n - [INFO] - [E:414| 900]: Train Loss:0.00092506, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:19:31,482 - wikidata12k_1n - [INFO] - [E:414| 1000]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:20:34,438 - wikidata12k_1n - [INFO] - [E:414| 1100]: Train Loss:0.00092491, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:21:37,314 - wikidata12k_1n - [INFO] - [E:414| 1200]: Train Loss:0.00092503, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:22:40,329 - wikidata12k_1n - [INFO] - [E:414| 1300]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:23:43,287 - wikidata12k_1n - [INFO] - [E:414| 1400]: Train Loss:0.00092534, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:24:46,267 - wikidata12k_1n - [INFO] - [E:414| 1500]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:25:49,248 - wikidata12k_1n - [INFO] - [E:414| 1600]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:26:30,335 - wikidata12k_1n - [INFO] - [Epoch:414]: Training Loss:0.0009253 + +2023-05-12 10:26:30,553 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 10:26:51,875 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 10:27:04,221 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 10:27:25,717 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 10:27:37,956 - wikidata12k_1n - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.51113, Head : 0.34696, Avg : 0.42905 + +2023-05-12 10:27:37,956 - wikidata12k_1n - [INFO] - [Epoch 414]: Training Loss: 0.00092526, Valid MRR: 0.44315, + + + +2023-05-12 10:27:38,601 - wikidata12k_1n - [INFO] - [E:415| 0]: Train Loss:0.00094054, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:28:41,542 - wikidata12k_1n - [INFO] - [E:415| 100]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:29:44,528 - wikidata12k_1n - [INFO] - [E:415| 200]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:30:47,435 - wikidata12k_1n - [INFO] - [E:415| 300]: Train Loss:0.00092547, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:31:50,326 - wikidata12k_1n - [INFO] - [E:415| 400]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:32:53,256 - wikidata12k_1n - [INFO] - [E:415| 500]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:33:56,330 - wikidata12k_1n - [INFO] - [E:415| 600]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:34:59,292 - wikidata12k_1n - [INFO] - [E:415| 700]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:36:02,248 - wikidata12k_1n - [INFO] - [E:415| 800]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:37:05,109 - wikidata12k_1n - [INFO] - [E:415| 900]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:38:08,069 - wikidata12k_1n - [INFO] - [E:415| 1000]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:39:10,969 - wikidata12k_1n - [INFO] - [E:415| 1100]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:40:13,944 - wikidata12k_1n - [INFO] - [E:415| 1200]: Train Loss:0.00092541, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:41:16,889 - wikidata12k_1n - [INFO] - [E:415| 1300]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:42:19,911 - wikidata12k_1n - [INFO] - [E:415| 1400]: Train Loss:0.00092506, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:43:22,892 - wikidata12k_1n - [INFO] - [E:415| 1500]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:44:25,870 - wikidata12k_1n - [INFO] - [E:415| 1600]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:45:07,013 - wikidata12k_1n - [INFO] - [Epoch:415]: Training Loss:0.0009251 + +2023-05-12 10:45:07,231 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 10:45:28,574 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 10:45:40,933 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 10:46:02,448 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 10:46:14,684 - wikidata12k_1n - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.51011, Head : 0.36374, Avg : 0.43692 + +2023-05-12 10:46:14,684 - wikidata12k_1n - [INFO] - [Epoch 415]: Training Loss: 0.0009251, Valid MRR: 0.44315, + + + +2023-05-12 10:46:15,327 - wikidata12k_1n - [INFO] - [E:416| 0]: Train Loss:0.00089927, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:47:18,299 - wikidata12k_1n - [INFO] - [E:416| 100]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:48:21,261 - wikidata12k_1n - [INFO] - [E:416| 200]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:49:24,245 - wikidata12k_1n - [INFO] - [E:416| 300]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:50:27,277 - wikidata12k_1n - [INFO] - [E:416| 400]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:51:30,237 - wikidata12k_1n - [INFO] - [E:416| 500]: Train Loss:0.00092519, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:52:33,212 - wikidata12k_1n - [INFO] - [E:416| 600]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:53:36,141 - wikidata12k_1n - [INFO] - [E:416| 700]: Train Loss:0.00092551, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:54:39,109 - wikidata12k_1n - [INFO] - [E:416| 800]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:55:42,069 - wikidata12k_1n - [INFO] - [E:416| 900]: Train Loss:0.00092542, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:56:45,006 - wikidata12k_1n - [INFO] - [E:416| 1000]: Train Loss:0.00092537, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:57:47,951 - wikidata12k_1n - [INFO] - [E:416| 1100]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:58:50,988 - wikidata12k_1n - [INFO] - [E:416| 1200]: Train Loss:0.00092492, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:59:53,943 - wikidata12k_1n - [INFO] - [E:416| 1300]: Train Loss:0.00092511, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:00:56,849 - wikidata12k_1n - [INFO] - [E:416| 1400]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:01:59,735 - wikidata12k_1n - [INFO] - [E:416| 1500]: Train Loss:0.00092502, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:03:02,639 - wikidata12k_1n - [INFO] - [E:416| 1600]: Train Loss:0.00092517, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:03:43,777 - wikidata12k_1n - [INFO] - [Epoch:416]: Training Loss:0.0009252 + +2023-05-12 11:03:43,994 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 11:04:05,314 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 11:04:17,658 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 11:04:39,160 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 11:04:51,382 - wikidata12k_1n - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.50704, Head : 0.3701, Avg : 0.43857 + +2023-05-12 11:04:51,382 - wikidata12k_1n - [INFO] - [Epoch 416]: Training Loss: 0.00092518, Valid MRR: 0.44315, + + + +2023-05-12 11:04:52,025 - wikidata12k_1n - [INFO] - [E:417| 0]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:05:54,900 - wikidata12k_1n - [INFO] - [E:417| 100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:06:57,855 - wikidata12k_1n - [INFO] - [E:417| 200]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:08:00,807 - wikidata12k_1n - [INFO] - [E:417| 300]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:09:03,738 - wikidata12k_1n - [INFO] - [E:417| 400]: Train Loss:0.00092626, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:10:06,595 - wikidata12k_1n - [INFO] - [E:417| 500]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:11:09,488 - wikidata12k_1n - [INFO] - [E:417| 600]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:12:12,380 - wikidata12k_1n - [INFO] - [E:417| 700]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:13:15,373 - wikidata12k_1n - [INFO] - [E:417| 800]: Train Loss:0.00092518, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:14:18,377 - wikidata12k_1n - [INFO] - [E:417| 900]: Train Loss:0.00092514, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:15:21,339 - wikidata12k_1n - [INFO] - [E:417| 1000]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:16:24,288 - wikidata12k_1n - [INFO] - [E:417| 1100]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:17:27,269 - wikidata12k_1n - [INFO] - [E:417| 1200]: Train Loss:0.00092517, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:18:30,220 - wikidata12k_1n - [INFO] - [E:417| 1300]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:19:33,122 - wikidata12k_1n - [INFO] - [E:417| 1400]: Train Loss:0.00092512, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:20:36,107 - wikidata12k_1n - [INFO] - [E:417| 1500]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:21:39,048 - wikidata12k_1n - [INFO] - [E:417| 1600]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:22:20,200 - wikidata12k_1n - [INFO] - [Epoch:417]: Training Loss:0.0009251 + +2023-05-12 11:22:20,418 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 11:22:29,026 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-12 11:22:41,756 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 11:22:43,511 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 11:22:54,098 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 11:23:15,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 11:23:27,830 - wikidata12k_1n - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.50655, Head : 0.35023, Avg : 0.42839 + +2023-05-12 11:23:27,830 - wikidata12k_1n - [INFO] - [Epoch 417]: Training Loss: 0.00092514, Valid MRR: 0.44315, + + + +2023-05-12 11:23:28,478 - wikidata12k_1n - [INFO] - [E:418| 0]: Train Loss:0.00091194, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:23:42,474 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 11:24:07,152 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-12 11:24:31,512 - wikidata12k_1n - [INFO] - [E:418| 100]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:25:03,634 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-12 11:25:33,129 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47608, Head : 0.32707, Avg : 0.40157 + MR: Tail : 967.41, Head : 1027.6, Avg : 997.52 + Hit-1: Tail : 0.38981, Head : 0.23735, Avg : 0.31358 + Hit-3: Tail : 0.53209, Head : 0.36153, Avg : 0.44681 + Hit-10: Tail : 0.63276, Head : 0.51072, Avg : 0.57174 +2023-05-12 11:25:34,476 - wikidata12k_1n - [INFO] - [E:418| 200]: Train Loss:0.00092745, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:26:37,429 - wikidata12k_1n - [INFO] - [E:418| 300]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:27:40,384 - wikidata12k_1n - [INFO] - [E:418| 400]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:28:43,335 - wikidata12k_1n - [INFO] - [E:418| 500]: Train Loss:0.00092627, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:29:46,259 - wikidata12k_1n - [INFO] - [E:418| 600]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:30:49,194 - wikidata12k_1n - [INFO] - [E:418| 700]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:31:52,175 - wikidata12k_1n - [INFO] - [E:418| 800]: Train Loss:0.00092538, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:32:55,180 - wikidata12k_1n - [INFO] - [E:418| 900]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:33:58,256 - wikidata12k_1n - [INFO] - [E:418| 1000]: Train Loss:0.00092533, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:35:01,219 - wikidata12k_1n - [INFO] - [E:418| 1100]: Train Loss:0.00092565, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:36:04,167 - wikidata12k_1n - [INFO] - [E:418| 1200]: Train Loss:0.00092576, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:37:07,158 - wikidata12k_1n - [INFO] - [E:418| 1300]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:38:10,158 - wikidata12k_1n - [INFO] - [E:418| 1400]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:39:13,098 - wikidata12k_1n - [INFO] - [E:418| 1500]: Train Loss:0.00092538, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:40:16,015 - wikidata12k_1n - [INFO] - [E:418| 1600]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:40:57,123 - wikidata12k_1n - [INFO] - [Epoch:418]: Training Loss:0.0009253 + +2023-05-12 11:40:57,341 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 11:41:18,703 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 11:41:31,093 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 11:41:52,590 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 11:42:04,819 - wikidata12k_1n - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.50381, Head : 0.35357, Avg : 0.42869 + +2023-05-12 11:42:04,819 - wikidata12k_1n - [INFO] - [Epoch 418]: Training Loss: 0.00092529, Valid MRR: 0.44315, + + + +2023-05-12 11:42:05,463 - wikidata12k_1n - [INFO] - [E:419| 0]: Train Loss:0.00092266, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:43:08,365 - wikidata12k_1n - [INFO] - [E:419| 100]: Train Loss:0.00092298, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:44:11,292 - wikidata12k_1n - [INFO] - [E:419| 200]: Train Loss:0.0009248, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:45:14,200 - wikidata12k_1n - [INFO] - [E:419| 300]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:46:17,143 - wikidata12k_1n - [INFO] - [E:419| 400]: Train Loss:0.00092466, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:47:20,065 - wikidata12k_1n - [INFO] - [E:419| 500]: Train Loss:0.00092429, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:48:23,033 - wikidata12k_1n - [INFO] - [E:419| 600]: Train Loss:0.00092434, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:49:25,973 - wikidata12k_1n - [INFO] - [E:419| 700]: Train Loss:0.00092433, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:50:29,008 - wikidata12k_1n - [INFO] - [E:419| 800]: Train Loss:0.00092447, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:51:31,966 - wikidata12k_1n - [INFO] - [E:419| 900]: Train Loss:0.00092483, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:52:34,950 - wikidata12k_1n - [INFO] - [E:419| 1000]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:53:37,852 - wikidata12k_1n - [INFO] - [E:419| 1100]: Train Loss:0.00092502, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:54:40,764 - wikidata12k_1n - [INFO] - [E:419| 1200]: Train Loss:0.00092515, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:55:43,616 - wikidata12k_1n - [INFO] - [E:419| 1300]: Train Loss:0.00092523, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:56:46,491 - wikidata12k_1n - [INFO] - [E:419| 1400]: Train Loss:0.0009252, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:57:49,440 - wikidata12k_1n - [INFO] - [E:419| 1500]: Train Loss:0.00092515, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:58:52,441 - wikidata12k_1n - [INFO] - [E:419| 1600]: Train Loss:0.00092516, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:59:33,607 - wikidata12k_1n - [INFO] - [Epoch:419]: Training Loss:0.0009253 + +2023-05-12 11:59:33,825 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 11:59:55,159 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 12:00:07,518 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 12:00:29,053 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 12:00:41,288 - wikidata12k_1n - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.4985, Head : 0.36357, Avg : 0.43104 + MR: Tail : 789.26, Head : 975.24, Avg : 882.25 + Hit-1: Tail : 0.41701, Head : 0.26351, Avg : 0.34026 + Hit-3: Tail : 0.5431, Head : 0.41236, Avg : 0.47773 + Hit-10: Tail : 0.65796, Head : 0.55151, Avg : 0.60474 +2023-05-12 12:00:41,289 - wikidata12k_1n - [INFO] - [Epoch 419]: Training Loss: 0.00092528, Valid MRR: 0.44315, + + + +2023-05-12 12:00:41,933 - wikidata12k_1n - [INFO] - [E:420| 0]: Train Loss:0.00091737, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:01:44,917 - wikidata12k_1n - [INFO] - [E:420| 100]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:02:47,945 - wikidata12k_1n - [INFO] - [E:420| 200]: Train Loss:0.00092529, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:03:50,891 - wikidata12k_1n - [INFO] - [E:420| 300]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:04:53,848 - wikidata12k_1n - [INFO] - [E:420| 400]: Train Loss:0.00092469, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:05:56,809 - wikidata12k_1n - [INFO] - [E:420| 500]: Train Loss:0.00092473, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:06:59,868 - wikidata12k_1n - [INFO] - [E:420| 600]: Train Loss:0.00092426, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:08:02,830 - wikidata12k_1n - [INFO] - [E:420| 700]: Train Loss:0.0009243, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:09:05,745 - wikidata12k_1n - [INFO] - [E:420| 800]: Train Loss:0.00092413, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:10:08,708 - wikidata12k_1n - [INFO] - [E:420| 900]: Train Loss:0.00092473, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:11:11,675 - wikidata12k_1n - [INFO] - [E:420| 1000]: Train Loss:0.00092506, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:12:14,593 - wikidata12k_1n - [INFO] - [E:420| 1100]: Train Loss:0.00092518, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:13:17,575 - wikidata12k_1n - [INFO] - [E:420| 1200]: Train Loss:0.00092521, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:14:20,535 - wikidata12k_1n - [INFO] - [E:420| 1300]: Train Loss:0.00092545, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:15:23,606 - wikidata12k_1n - [INFO] - [E:420| 1400]: Train Loss:0.00092523, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:16:26,597 - wikidata12k_1n - [INFO] - [E:420| 1500]: Train Loss:0.00092522, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:17:29,572 - wikidata12k_1n - [INFO] - [E:420| 1600]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:18:10,707 - wikidata12k_1n - [INFO] - [Epoch:420]: Training Loss:0.0009253 + +2023-05-12 12:18:10,923 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 12:18:32,258 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 12:18:44,603 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 12:19:06,108 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 12:19:18,340 - wikidata12k_1n - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.50526, Head : 0.37014, Avg : 0.4377 + +2023-05-12 12:19:18,340 - wikidata12k_1n - [INFO] - [Epoch 420]: Training Loss: 0.00092528, Valid MRR: 0.44315, + + + +2023-05-12 12:19:18,987 - wikidata12k_1n - [INFO] - [E:421| 0]: Train Loss:0.00093849, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:20:21,879 - wikidata12k_1n - [INFO] - [E:421| 100]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:21:24,801 - wikidata12k_1n - [INFO] - [E:421| 200]: Train Loss:0.00092473, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:22:27,680 - wikidata12k_1n - [INFO] - [E:421| 300]: Train Loss:0.00092449, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:23:30,635 - wikidata12k_1n - [INFO] - [E:421| 400]: Train Loss:0.00092384, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:24:33,609 - wikidata12k_1n - [INFO] - [E:421| 500]: Train Loss:0.00092402, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:25:36,486 - wikidata12k_1n - [INFO] - [E:421| 600]: Train Loss:0.00092445, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:26:39,385 - wikidata12k_1n - [INFO] - [E:421| 700]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:27:42,274 - wikidata12k_1n - [INFO] - [E:421| 800]: Train Loss:0.00092467, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:28:45,181 - wikidata12k_1n - [INFO] - [E:421| 900]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:29:48,125 - wikidata12k_1n - [INFO] - [E:421| 1000]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:30:51,032 - wikidata12k_1n - [INFO] - [E:421| 1100]: Train Loss:0.00092503, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:31:54,001 - wikidata12k_1n - [INFO] - [E:421| 1200]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:32:56,877 - wikidata12k_1n - [INFO] - [E:421| 1300]: Train Loss:0.00092505, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:33:59,747 - wikidata12k_1n - [INFO] - [E:421| 1400]: Train Loss:0.00092503, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:35:02,660 - wikidata12k_1n - [INFO] - [E:421| 1500]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:36:05,523 - wikidata12k_1n - [INFO] - [E:421| 1600]: Train Loss:0.00092493, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:36:46,633 - wikidata12k_1n - [INFO] - [Epoch:421]: Training Loss:0.0009249 + +2023-05-12 12:36:46,850 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 12:37:08,178 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 12:37:20,535 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 12:37:42,039 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 12:37:54,264 - wikidata12k_1n - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.51144, Head : 0.3802, Avg : 0.44582 + +2023-05-12 12:37:55,243 - wikidata12k_1n - [INFO] - [Epoch 421]: Training Loss: 0.00092487, Valid MRR: 0.44582, + + + +2023-05-12 12:37:55,891 - wikidata12k_1n - [INFO] - [E:422| 0]: Train Loss:0.00091303, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:38:58,769 - wikidata12k_1n - [INFO] - [E:422| 100]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:40:01,766 - wikidata12k_1n - [INFO] - [E:422| 200]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:41:04,664 - wikidata12k_1n - [INFO] - [E:422| 300]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:42:07,584 - wikidata12k_1n - [INFO] - [E:422| 400]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:43:10,566 - wikidata12k_1n - [INFO] - [E:422| 500]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:44:13,548 - wikidata12k_1n - [INFO] - [E:422| 600]: Train Loss:0.00092456, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:45:16,533 - wikidata12k_1n - [INFO] - [E:422| 700]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:46:19,498 - wikidata12k_1n - [INFO] - [E:422| 800]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:47:22,462 - wikidata12k_1n - [INFO] - [E:422| 900]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:48:25,431 - wikidata12k_1n - [INFO] - [E:422| 1000]: Train Loss:0.000925, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:49:28,483 - wikidata12k_1n - [INFO] - [E:422| 1100]: Train Loss:0.00092496, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:50:31,383 - wikidata12k_1n - [INFO] - [E:422| 1200]: Train Loss:0.00092506, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:51:34,345 - wikidata12k_1n - [INFO] - [E:422| 1300]: Train Loss:0.00092499, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:52:37,326 - wikidata12k_1n - [INFO] - [E:422| 1400]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:53:40,285 - wikidata12k_1n - [INFO] - [E:422| 1500]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:54:43,251 - wikidata12k_1n - [INFO] - [E:422| 1600]: Train Loss:0.00092494, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:55:24,397 - wikidata12k_1n - [INFO] - [Epoch:422]: Training Loss:0.0009249 + +2023-05-12 12:55:24,613 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 12:55:45,942 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 12:55:58,298 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 12:56:19,821 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 12:56:32,074 - wikidata12k_1n - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.50589, Head : 0.3567, Avg : 0.4313 + +2023-05-12 12:56:32,074 - wikidata12k_1n - [INFO] - [Epoch 422]: Training Loss: 0.00092489, Valid MRR: 0.44582, + + + +2023-05-12 12:56:32,719 - wikidata12k_1n - [INFO] - [E:423| 0]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:57:35,768 - wikidata12k_1n - [INFO] - [E:423| 100]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:58:38,720 - wikidata12k_1n - [INFO] - [E:423| 200]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:59:41,683 - wikidata12k_1n - [INFO] - [E:423| 300]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:00:44,662 - wikidata12k_1n - [INFO] - [E:423| 400]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:01:47,599 - wikidata12k_1n - [INFO] - [E:423| 500]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:02:50,556 - wikidata12k_1n - [INFO] - [E:423| 600]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:03:53,435 - wikidata12k_1n - [INFO] - [E:423| 700]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:04:56,318 - wikidata12k_1n - [INFO] - [E:423| 800]: Train Loss:0.0009247, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:05:59,409 - wikidata12k_1n - [INFO] - [E:423| 900]: Train Loss:0.00092456, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:07:02,370 - wikidata12k_1n - [INFO] - [E:423| 1000]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:08:05,342 - wikidata12k_1n - [INFO] - [E:423| 1100]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:09:08,295 - wikidata12k_1n - [INFO] - [E:423| 1200]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:10:11,201 - wikidata12k_1n - [INFO] - [E:423| 1300]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:11:14,141 - wikidata12k_1n - [INFO] - [E:423| 1400]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:12:17,096 - wikidata12k_1n - [INFO] - [E:423| 1500]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:13:20,105 - wikidata12k_1n - [INFO] - [E:423| 1600]: Train Loss:0.00092497, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:14:01,240 - wikidata12k_1n - [INFO] - [Epoch:423]: Training Loss:0.0009251 + +2023-05-12 13:14:01,456 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 13:14:22,787 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 13:14:35,129 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 13:14:56,633 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 13:15:08,859 - wikidata12k_1n - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.50683, Head : 0.35095, Avg : 0.42889 + +2023-05-12 13:15:08,859 - wikidata12k_1n - [INFO] - [Epoch 423]: Training Loss: 0.00092505, Valid MRR: 0.44582, + + + +2023-05-12 13:15:09,502 - wikidata12k_1n - [INFO] - [E:424| 0]: Train Loss:0.00090556, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:16:12,446 - wikidata12k_1n - [INFO] - [E:424| 100]: Train Loss:0.0009267, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:17:15,342 - wikidata12k_1n - [INFO] - [E:424| 200]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:18:18,316 - wikidata12k_1n - [INFO] - [E:424| 300]: Train Loss:0.0009252, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:19:21,310 - wikidata12k_1n - [INFO] - [E:424| 400]: Train Loss:0.00092513, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:20:24,202 - wikidata12k_1n - [INFO] - [E:424| 500]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:21:27,139 - wikidata12k_1n - [INFO] - [E:424| 600]: Train Loss:0.00092501, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:22:30,158 - wikidata12k_1n - [INFO] - [E:424| 700]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:23:33,149 - wikidata12k_1n - [INFO] - [E:424| 800]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:24:36,048 - wikidata12k_1n - [INFO] - [E:424| 900]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:25:38,962 - wikidata12k_1n - [INFO] - [E:424| 1000]: Train Loss:0.00092479, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:26:41,953 - wikidata12k_1n - [INFO] - [E:424| 1100]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:27:44,919 - wikidata12k_1n - [INFO] - [E:424| 1200]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:28:47,859 - wikidata12k_1n - [INFO] - [E:424| 1300]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:29:50,842 - wikidata12k_1n - [INFO] - [E:424| 1400]: Train Loss:0.0009249, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:30:53,870 - wikidata12k_1n - [INFO] - [E:424| 1500]: Train Loss:0.00092513, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:31:56,792 - wikidata12k_1n - [INFO] - [E:424| 1600]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:32:37,900 - wikidata12k_1n - [INFO] - [Epoch:424]: Training Loss:0.0009251 + +2023-05-12 13:32:38,117 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 13:32:59,437 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 13:33:11,782 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 13:33:33,292 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 13:33:45,512 - wikidata12k_1n - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.50227, Head : 0.36838, Avg : 0.43533 + +2023-05-12 13:33:45,520 - wikidata12k_1n - [INFO] - [Epoch 424]: Training Loss: 0.00092509, Valid MRR: 0.44582, + + + +2023-05-12 13:33:46,170 - wikidata12k_1n - [INFO] - [E:425| 0]: Train Loss:0.0009207, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:34:49,066 - wikidata12k_1n - [INFO] - [E:425| 100]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:35:51,989 - wikidata12k_1n - [INFO] - [E:425| 200]: Train Loss:0.00092618, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:36:54,868 - wikidata12k_1n - [INFO] - [E:425| 300]: Train Loss:0.0009255, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:37:57,805 - wikidata12k_1n - [INFO] - [E:425| 400]: Train Loss:0.00092511, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:39:00,821 - wikidata12k_1n - [INFO] - [E:425| 500]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:40:03,848 - wikidata12k_1n - [INFO] - [E:425| 600]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:41:06,813 - wikidata12k_1n - [INFO] - [E:425| 700]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:42:09,796 - wikidata12k_1n - [INFO] - [E:425| 800]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:43:12,812 - wikidata12k_1n - [INFO] - [E:425| 900]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:44:15,741 - wikidata12k_1n - [INFO] - [E:425| 1000]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:45:18,638 - wikidata12k_1n - [INFO] - [E:425| 1100]: Train Loss:0.00092472, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:46:21,544 - wikidata12k_1n - [INFO] - [E:425| 1200]: Train Loss:0.00092473, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:47:24,522 - wikidata12k_1n - [INFO] - [E:425| 1300]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:48:27,471 - wikidata12k_1n - [INFO] - [E:425| 1400]: Train Loss:0.00092516, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:49:30,429 - wikidata12k_1n - [INFO] - [E:425| 1500]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:50:33,396 - wikidata12k_1n - [INFO] - [E:425| 1600]: Train Loss:0.000925, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:51:14,546 - wikidata12k_1n - [INFO] - [Epoch:425]: Training Loss:0.000925 + +2023-05-12 13:51:14,762 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 13:51:36,095 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 13:51:48,451 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 13:52:09,966 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 13:52:22,219 - wikidata12k_1n - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.50829, Head : 0.33687, Avg : 0.42258 + +2023-05-12 13:52:22,219 - wikidata12k_1n - [INFO] - [Epoch 425]: Training Loss: 0.00092499, Valid MRR: 0.44582, + + + +2023-05-12 13:52:22,863 - wikidata12k_1n - [INFO] - [E:426| 0]: Train Loss:0.00093003, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:53:25,803 - wikidata12k_1n - [INFO] - [E:426| 100]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:54:28,705 - wikidata12k_1n - [INFO] - [E:426| 200]: Train Loss:0.00092565, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:55:31,734 - wikidata12k_1n - [INFO] - [E:426| 300]: Train Loss:0.00092556, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:56:34,705 - wikidata12k_1n - [INFO] - [E:426| 400]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:57:37,668 - wikidata12k_1n - [INFO] - [E:426| 500]: Train Loss:0.00092555, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:58:40,616 - wikidata12k_1n - [INFO] - [E:426| 600]: Train Loss:0.0009258, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:59:43,570 - wikidata12k_1n - [INFO] - [E:426| 700]: Train Loss:0.0009264, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:00:46,516 - wikidata12k_1n - [INFO] - [E:426| 800]: Train Loss:0.00092589, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:01:49,478 - wikidata12k_1n - [INFO] - [E:426| 900]: Train Loss:0.00092574, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:02:52,440 - wikidata12k_1n - [INFO] - [E:426| 1000]: Train Loss:0.00092546, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:03:55,506 - wikidata12k_1n - [INFO] - [E:426| 1100]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:04:58,445 - wikidata12k_1n - [INFO] - [E:426| 1200]: Train Loss:0.00092515, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:06:01,417 - wikidata12k_1n - [INFO] - [E:426| 1300]: Train Loss:0.00092519, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:07:04,381 - wikidata12k_1n - [INFO] - [E:426| 1400]: Train Loss:0.00092537, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:08:07,361 - wikidata12k_1n - [INFO] - [E:426| 1500]: Train Loss:0.00092519, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:09:10,343 - wikidata12k_1n - [INFO] - [E:426| 1600]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:09:51,502 - wikidata12k_1n - [INFO] - [Epoch:426]: Training Loss:0.0009252 + +2023-05-12 14:09:51,718 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 14:10:13,065 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 14:10:25,420 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 14:10:46,926 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 14:10:59,164 - wikidata12k_1n - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.49771, Head : 0.34189, Avg : 0.4198 + +2023-05-12 14:10:59,165 - wikidata12k_1n - [INFO] - [Epoch 426]: Training Loss: 0.00092516, Valid MRR: 0.44582, + + + +2023-05-12 14:10:59,808 - wikidata12k_1n - [INFO] - [E:427| 0]: Train Loss:0.0009277, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:12:02,866 - wikidata12k_1n - [INFO] - [E:427| 100]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:13:05,759 - wikidata12k_1n - [INFO] - [E:427| 200]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:14:08,659 - wikidata12k_1n - [INFO] - [E:427| 300]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:15:11,615 - wikidata12k_1n - [INFO] - [E:427| 400]: Train Loss:0.00092357, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:16:14,584 - wikidata12k_1n - [INFO] - [E:427| 500]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:17:17,553 - wikidata12k_1n - [INFO] - [E:427| 600]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:18:20,526 - wikidata12k_1n - [INFO] - [E:427| 700]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:19:23,490 - wikidata12k_1n - [INFO] - [E:427| 800]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:20:26,527 - wikidata12k_1n - [INFO] - [E:427| 900]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:21:29,516 - wikidata12k_1n - [INFO] - [E:427| 1000]: Train Loss:0.00092446, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:22:32,473 - wikidata12k_1n - [INFO] - [E:427| 1100]: Train Loss:0.00092459, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:23:35,343 - wikidata12k_1n - [INFO] - [E:427| 1200]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:24:38,237 - wikidata12k_1n - [INFO] - [E:427| 1300]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:25:41,159 - wikidata12k_1n - [INFO] - [E:427| 1400]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:26:44,147 - wikidata12k_1n - [INFO] - [E:427| 1500]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:27:47,115 - wikidata12k_1n - [INFO] - [E:427| 1600]: Train Loss:0.0009249, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:28:28,295 - wikidata12k_1n - [INFO] - [Epoch:427]: Training Loss:0.000925 + +2023-05-12 14:28:28,511 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 14:28:49,890 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 14:29:02,245 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 14:29:23,788 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 14:29:36,028 - wikidata12k_1n - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.50616, Head : 0.36891, Avg : 0.43754 + +2023-05-12 14:29:36,029 - wikidata12k_1n - [INFO] - [Epoch 427]: Training Loss: 0.00092496, Valid MRR: 0.44582, + + + +2023-05-12 14:29:36,672 - wikidata12k_1n - [INFO] - [E:428| 0]: Train Loss:0.00093236, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:30:39,652 - wikidata12k_1n - [INFO] - [E:428| 100]: Train Loss:0.00092566, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:31:42,646 - wikidata12k_1n - [INFO] - [E:428| 200]: Train Loss:0.0009255, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:32:45,677 - wikidata12k_1n - [INFO] - [E:428| 300]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:33:48,678 - wikidata12k_1n - [INFO] - [E:428| 400]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:34:51,630 - wikidata12k_1n - [INFO] - [E:428| 500]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:35:54,618 - wikidata12k_1n - [INFO] - [E:428| 600]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:36:57,578 - wikidata12k_1n - [INFO] - [E:428| 700]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:38:00,580 - wikidata12k_1n - [INFO] - [E:428| 800]: Train Loss:0.0009251, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:39:03,606 - wikidata12k_1n - [INFO] - [E:428| 900]: Train Loss:0.00092512, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:40:06,571 - wikidata12k_1n - [INFO] - [E:428| 1000]: Train Loss:0.00092498, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:41:09,470 - wikidata12k_1n - [INFO] - [E:428| 1100]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:42:12,428 - wikidata12k_1n - [INFO] - [E:428| 1200]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:43:15,422 - wikidata12k_1n - [INFO] - [E:428| 1300]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:44:18,394 - wikidata12k_1n - [INFO] - [E:428| 1400]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:45:21,413 - wikidata12k_1n - [INFO] - [E:428| 1500]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:46:24,333 - wikidata12k_1n - [INFO] - [E:428| 1600]: Train Loss:0.00092514, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:47:05,475 - wikidata12k_1n - [INFO] - [Epoch:428]: Training Loss:0.0009251 + +2023-05-12 14:47:05,693 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 14:47:27,020 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 14:47:39,365 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 14:48:00,862 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 14:48:13,096 - wikidata12k_1n - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.50187, Head : 0.3726, Avg : 0.43724 + +2023-05-12 14:48:13,097 - wikidata12k_1n - [INFO] - [Epoch 428]: Training Loss: 0.00092507, Valid MRR: 0.44582, + + + +2023-05-12 14:48:13,741 - wikidata12k_1n - [INFO] - [E:429| 0]: Train Loss:0.00091004, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:49:16,685 - wikidata12k_1n - [INFO] - [E:429| 100]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:50:19,702 - wikidata12k_1n - [INFO] - [E:429| 200]: Train Loss:0.00092469, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:51:22,674 - wikidata12k_1n - [INFO] - [E:429| 300]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:52:25,665 - wikidata12k_1n - [INFO] - [E:429| 400]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:53:28,686 - wikidata12k_1n - [INFO] - [E:429| 500]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:54:31,697 - wikidata12k_1n - [INFO] - [E:429| 600]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:55:34,652 - wikidata12k_1n - [INFO] - [E:429| 700]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:56:37,623 - wikidata12k_1n - [INFO] - [E:429| 800]: Train Loss:0.00092498, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:57:40,595 - wikidata12k_1n - [INFO] - [E:429| 900]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:58:43,563 - wikidata12k_1n - [INFO] - [E:429| 1000]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:59:46,526 - wikidata12k_1n - [INFO] - [E:429| 1100]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:00:49,499 - wikidata12k_1n - [INFO] - [E:429| 1200]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:01:52,513 - wikidata12k_1n - [INFO] - [E:429| 1300]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:02:55,490 - wikidata12k_1n - [INFO] - [E:429| 1400]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:03:58,475 - wikidata12k_1n - [INFO] - [E:429| 1500]: Train Loss:0.0009248, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:05:01,421 - wikidata12k_1n - [INFO] - [E:429| 1600]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:05:42,568 - wikidata12k_1n - [INFO] - [Epoch:429]: Training Loss:0.000925 + +2023-05-12 15:05:42,784 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 15:06:04,167 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 15:06:16,534 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 15:06:38,044 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 15:06:50,280 - wikidata12k_1n - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.50398, Head : 0.37278, Avg : 0.43838 + MR: Tail : 770.53, Head : 958.68, Avg : 864.6 + Hit-1: Tail : 0.41677, Head : 0.28612, Avg : 0.35144 + Hit-3: Tail : 0.55963, Head : 0.40726, Avg : 0.48345 + Hit-10: Tail : 0.65999, Head : 0.55008, Avg : 0.60503 +2023-05-12 15:06:50,280 - wikidata12k_1n - [INFO] - [Epoch 429]: Training Loss: 0.00092503, Valid MRR: 0.44582, + + + +2023-05-12 15:06:50,924 - wikidata12k_1n - [INFO] - [E:430| 0]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:07:53,861 - wikidata12k_1n - [INFO] - [E:430| 100]: Train Loss:0.00092568, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:08:56,821 - wikidata12k_1n - [INFO] - [E:430| 200]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:09:59,791 - wikidata12k_1n - [INFO] - [E:430| 300]: Train Loss:0.00092561, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:11:02,852 - wikidata12k_1n - [INFO] - [E:430| 400]: Train Loss:0.00092502, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:12:05,794 - wikidata12k_1n - [INFO] - [E:430| 500]: Train Loss:0.00092484, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:13:08,734 - wikidata12k_1n - [INFO] - [E:430| 600]: Train Loss:0.00092458, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:14:11,675 - wikidata12k_1n - [INFO] - [E:430| 700]: Train Loss:0.00092475, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:15:14,647 - wikidata12k_1n - [INFO] - [E:430| 800]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:16:17,655 - wikidata12k_1n - [INFO] - [E:430| 900]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:17:20,604 - wikidata12k_1n - [INFO] - [E:430| 1000]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:18:23,546 - wikidata12k_1n - [INFO] - [E:430| 1100]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:19:26,579 - wikidata12k_1n - [INFO] - [E:430| 1200]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:20:29,575 - wikidata12k_1n - [INFO] - [E:430| 1300]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:21:32,621 - wikidata12k_1n - [INFO] - [E:430| 1400]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:22:35,620 - wikidata12k_1n - [INFO] - [E:430| 1500]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:23:38,636 - wikidata12k_1n - [INFO] - [E:430| 1600]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:24:19,810 - wikidata12k_1n - [INFO] - [Epoch:430]: Training Loss:0.0009247 + +2023-05-12 15:24:20,027 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 15:24:41,393 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 15:24:53,756 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 15:25:15,318 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 15:25:27,569 - wikidata12k_1n - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.50083, Head : 0.37102, Avg : 0.43592 + +2023-05-12 15:25:27,569 - wikidata12k_1n - [INFO] - [Epoch 430]: Training Loss: 0.00092467, Valid MRR: 0.44582, + + + +2023-05-12 15:25:28,213 - wikidata12k_1n - [INFO] - [E:431| 0]: Train Loss:0.00091749, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:26:31,154 - wikidata12k_1n - [INFO] - [E:431| 100]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:27:34,222 - wikidata12k_1n - [INFO] - [E:431| 200]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:28:37,228 - wikidata12k_1n - [INFO] - [E:431| 300]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:29:40,199 - wikidata12k_1n - [INFO] - [E:431| 400]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:30:43,124 - wikidata12k_1n - [INFO] - [E:431| 500]: Train Loss:0.00092429, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:31:46,060 - wikidata12k_1n - [INFO] - [E:431| 600]: Train Loss:0.00092409, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:32:49,040 - wikidata12k_1n - [INFO] - [E:431| 700]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:33:52,009 - wikidata12k_1n - [INFO] - [E:431| 800]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:34:54,999 - wikidata12k_1n - [INFO] - [E:431| 900]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:35:58,012 - wikidata12k_1n - [INFO] - [E:431| 1000]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:37:00,942 - wikidata12k_1n - [INFO] - [E:431| 1100]: Train Loss:0.00092488, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:38:03,922 - wikidata12k_1n - [INFO] - [E:431| 1200]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:39:06,877 - wikidata12k_1n - [INFO] - [E:431| 1300]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:40:09,860 - wikidata12k_1n - [INFO] - [E:431| 1400]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:41:12,840 - wikidata12k_1n - [INFO] - [E:431| 1500]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:42:15,825 - wikidata12k_1n - [INFO] - [E:431| 1600]: Train Loss:0.00092446, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:42:56,973 - wikidata12k_1n - [INFO] - [Epoch:431]: Training Loss:0.0009247 + +2023-05-12 15:42:57,189 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 15:43:18,528 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 15:43:30,929 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 15:43:52,449 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 15:44:04,682 - wikidata12k_1n - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.49775, Head : 0.35352, Avg : 0.42563 + +2023-05-12 15:44:04,682 - wikidata12k_1n - [INFO] - [Epoch 431]: Training Loss: 0.00092474, Valid MRR: 0.44582, + + + +2023-05-12 15:44:05,325 - wikidata12k_1n - [INFO] - [E:432| 0]: Train Loss:0.00091734, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:45:08,297 - wikidata12k_1n - [INFO] - [E:432| 100]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:46:11,214 - wikidata12k_1n - [INFO] - [E:432| 200]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:47:14,177 - wikidata12k_1n - [INFO] - [E:432| 300]: Train Loss:0.00092496, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:48:17,145 - wikidata12k_1n - [INFO] - [E:432| 400]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:49:20,131 - wikidata12k_1n - [INFO] - [E:432| 500]: Train Loss:0.00092421, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:50:23,115 - wikidata12k_1n - [INFO] - [E:432| 600]: Train Loss:0.00092402, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:51:26,084 - wikidata12k_1n - [INFO] - [E:432| 700]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:52:29,155 - wikidata12k_1n - [INFO] - [E:432| 800]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:53:32,143 - wikidata12k_1n - [INFO] - [E:432| 900]: Train Loss:0.00092419, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:54:35,148 - wikidata12k_1n - [INFO] - [E:432| 1000]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:55:38,104 - wikidata12k_1n - [INFO] - [E:432| 1100]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:56:40,962 - wikidata12k_1n - [INFO] - [E:432| 1200]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:57:43,854 - wikidata12k_1n - [INFO] - [E:432| 1300]: Train Loss:0.00092404, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:58:46,751 - wikidata12k_1n - [INFO] - [E:432| 1400]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:59:49,643 - wikidata12k_1n - [INFO] - [E:432| 1500]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:00:52,684 - wikidata12k_1n - [INFO] - [E:432| 1600]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:01:33,876 - wikidata12k_1n - [INFO] - [Epoch:432]: Training Loss:0.0009247 + +2023-05-12 16:01:34,094 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 16:01:55,431 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 16:02:07,804 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 16:02:29,313 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 16:02:41,546 - wikidata12k_1n - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.50491, Head : 0.35528, Avg : 0.43009 + +2023-05-12 16:02:41,546 - wikidata12k_1n - [INFO] - [Epoch 432]: Training Loss: 0.00092467, Valid MRR: 0.44582, + + + +2023-05-12 16:02:42,189 - wikidata12k_1n - [INFO] - [E:433| 0]: Train Loss:0.00090413, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:03:45,183 - wikidata12k_1n - [INFO] - [E:433| 100]: Train Loss:0.00092879, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:04:48,174 - wikidata12k_1n - [INFO] - [E:433| 200]: Train Loss:0.00092562, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:05:51,127 - wikidata12k_1n - [INFO] - [E:433| 300]: Train Loss:0.00092591, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:06:54,091 - wikidata12k_1n - [INFO] - [E:433| 400]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:07:57,033 - wikidata12k_1n - [INFO] - [E:433| 500]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:09:00,050 - wikidata12k_1n - [INFO] - [E:433| 600]: Train Loss:0.00092497, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:10:03,072 - wikidata12k_1n - [INFO] - [E:433| 700]: Train Loss:0.00092589, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:11:06,071 - wikidata12k_1n - [INFO] - [E:433| 800]: Train Loss:0.00092581, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:12:09,060 - wikidata12k_1n - [INFO] - [E:433| 900]: Train Loss:0.0009255, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:13:12,058 - wikidata12k_1n - [INFO] - [E:433| 1000]: Train Loss:0.00092588, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:14:15,034 - wikidata12k_1n - [INFO] - [E:433| 1100]: Train Loss:0.00092581, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:15:18,017 - wikidata12k_1n - [INFO] - [E:433| 1200]: Train Loss:0.00092552, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:16:20,984 - wikidata12k_1n - [INFO] - [E:433| 1300]: Train Loss:0.0009252, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:17:24,035 - wikidata12k_1n - [INFO] - [E:433| 1400]: Train Loss:0.00092488, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:18:26,944 - wikidata12k_1n - [INFO] - [E:433| 1500]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:19:29,878 - wikidata12k_1n - [INFO] - [E:433| 1600]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:20:11,084 - wikidata12k_1n - [INFO] - [Epoch:433]: Training Loss:0.000925 + +2023-05-12 16:20:11,301 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 16:20:32,634 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 16:20:44,986 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 16:21:06,497 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 16:21:18,730 - wikidata12k_1n - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.50642, Head : 0.35414, Avg : 0.43028 + +2023-05-12 16:21:18,730 - wikidata12k_1n - [INFO] - [Epoch 433]: Training Loss: 0.00092501, Valid MRR: 0.44582, + + + +2023-05-12 16:21:19,373 - wikidata12k_1n - [INFO] - [E:434| 0]: Train Loss:0.0009365, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:22:22,322 - wikidata12k_1n - [INFO] - [E:434| 100]: Train Loss:0.00092644, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:23:25,249 - wikidata12k_1n - [INFO] - [E:434| 200]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:24:28,107 - wikidata12k_1n - [INFO] - [E:434| 300]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:25:31,108 - wikidata12k_1n - [INFO] - [E:434| 400]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:26:34,036 - wikidata12k_1n - [INFO] - [E:434| 500]: Train Loss:0.00092513, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:27:36,963 - wikidata12k_1n - [INFO] - [E:434| 600]: Train Loss:0.00092512, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:28:39,947 - wikidata12k_1n - [INFO] - [E:434| 700]: Train Loss:0.00092528, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:29:42,897 - wikidata12k_1n - [INFO] - [E:434| 800]: Train Loss:0.00092547, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:30:45,852 - wikidata12k_1n - [INFO] - [E:434| 900]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:31:48,822 - wikidata12k_1n - [INFO] - [E:434| 1000]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:32:51,778 - wikidata12k_1n - [INFO] - [E:434| 1100]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:33:54,827 - wikidata12k_1n - [INFO] - [E:434| 1200]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:34:57,814 - wikidata12k_1n - [INFO] - [E:434| 1300]: Train Loss:0.00092458, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:36:00,786 - wikidata12k_1n - [INFO] - [E:434| 1400]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:37:03,789 - wikidata12k_1n - [INFO] - [E:434| 1500]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:38:06,784 - wikidata12k_1n - [INFO] - [E:434| 1600]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:38:47,915 - wikidata12k_1n - [INFO] - [Epoch:434]: Training Loss:0.0009248 + +2023-05-12 16:38:48,130 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 16:39:09,467 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 16:39:21,815 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 16:39:43,307 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 16:39:55,531 - wikidata12k_1n - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.5102, Head : 0.36815, Avg : 0.43918 + +2023-05-12 16:39:55,531 - wikidata12k_1n - [INFO] - [Epoch 434]: Training Loss: 0.00092482, Valid MRR: 0.44582, + + + +2023-05-12 16:39:56,174 - wikidata12k_1n - [INFO] - [E:435| 0]: Train Loss:0.00092862, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:40:59,131 - wikidata12k_1n - [INFO] - [E:435| 100]: Train Loss:0.00093051, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:42:02,152 - wikidata12k_1n - [INFO] - [E:435| 200]: Train Loss:0.00092636, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:43:05,142 - wikidata12k_1n - [INFO] - [E:435| 300]: Train Loss:0.00092555, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:44:08,140 - wikidata12k_1n - [INFO] - [E:435| 400]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:45:11,124 - wikidata12k_1n - [INFO] - [E:435| 500]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:46:14,100 - wikidata12k_1n - [INFO] - [E:435| 600]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:47:17,021 - wikidata12k_1n - [INFO] - [E:435| 700]: Train Loss:0.00092432, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:48:20,008 - wikidata12k_1n - [INFO] - [E:435| 800]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:49:22,882 - wikidata12k_1n - [INFO] - [E:435| 900]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:50:25,907 - wikidata12k_1n - [INFO] - [E:435| 1000]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:51:28,869 - wikidata12k_1n - [INFO] - [E:435| 1100]: Train Loss:0.00092477, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:52:31,866 - wikidata12k_1n - [INFO] - [E:435| 1200]: Train Loss:0.00092474, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:53:34,829 - wikidata12k_1n - [INFO] - [E:435| 1300]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:54:37,782 - wikidata12k_1n - [INFO] - [E:435| 1400]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:55:40,736 - wikidata12k_1n - [INFO] - [E:435| 1500]: Train Loss:0.00092474, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:56:43,703 - wikidata12k_1n - [INFO] - [E:435| 1600]: Train Loss:0.00092466, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:57:24,809 - wikidata12k_1n - [INFO] - [Epoch:435]: Training Loss:0.0009247 + +2023-05-12 16:57:25,024 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 16:57:46,345 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 16:57:58,705 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 16:58:20,229 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 16:58:32,510 - wikidata12k_1n - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.50787, Head : 0.36567, Avg : 0.43677 + +2023-05-12 16:58:32,511 - wikidata12k_1n - [INFO] - [Epoch 435]: Training Loss: 0.00092469, Valid MRR: 0.44582, + + + +2023-05-12 16:58:33,161 - wikidata12k_1n - [INFO] - [E:436| 0]: Train Loss:0.00091822, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:59:36,176 - wikidata12k_1n - [INFO] - [E:436| 100]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:00:39,122 - wikidata12k_1n - [INFO] - [E:436| 200]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:01:42,073 - wikidata12k_1n - [INFO] - [E:436| 300]: Train Loss:0.00092436, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:02:45,040 - wikidata12k_1n - [INFO] - [E:436| 400]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:03:48,029 - wikidata12k_1n - [INFO] - [E:436| 500]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:04:50,988 - wikidata12k_1n - [INFO] - [E:436| 600]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:05:53,988 - wikidata12k_1n - [INFO] - [E:436| 700]: Train Loss:0.00092456, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:06:57,067 - wikidata12k_1n - [INFO] - [E:436| 800]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:08:00,092 - wikidata12k_1n - [INFO] - [E:436| 900]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:09:03,019 - wikidata12k_1n - [INFO] - [E:436| 1000]: Train Loss:0.00092426, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:10:06,018 - wikidata12k_1n - [INFO] - [E:436| 1100]: Train Loss:0.00092436, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:11:09,024 - wikidata12k_1n - [INFO] - [E:436| 1200]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:12:12,023 - wikidata12k_1n - [INFO] - [E:436| 1300]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:13:15,013 - wikidata12k_1n - [INFO] - [E:436| 1400]: Train Loss:0.00092449, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:14:17,973 - wikidata12k_1n - [INFO] - [E:436| 1500]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:15:20,995 - wikidata12k_1n - [INFO] - [E:436| 1600]: Train Loss:0.00092467, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:16:02,146 - wikidata12k_1n - [INFO] - [Epoch:436]: Training Loss:0.0009246 + +2023-05-12 17:16:02,363 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 17:16:23,718 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 17:16:36,088 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 17:16:57,622 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 17:17:09,872 - wikidata12k_1n - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.50608, Head : 0.36661, Avg : 0.43634 + +2023-05-12 17:17:09,872 - wikidata12k_1n - [INFO] - [Epoch 436]: Training Loss: 0.00092462, Valid MRR: 0.44582, + + + +2023-05-12 17:17:10,518 - wikidata12k_1n - [INFO] - [E:437| 0]: Train Loss:0.00094669, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:18:13,518 - wikidata12k_1n - [INFO] - [E:437| 100]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:19:16,502 - wikidata12k_1n - [INFO] - [E:437| 200]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:20:19,447 - wikidata12k_1n - [INFO] - [E:437| 300]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:21:22,420 - wikidata12k_1n - [INFO] - [E:437| 400]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:22:25,385 - wikidata12k_1n - [INFO] - [E:437| 500]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:23:28,360 - wikidata12k_1n - [INFO] - [E:437| 600]: Train Loss:0.0009239, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:24:31,385 - wikidata12k_1n - [INFO] - [E:437| 700]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:25:34,353 - wikidata12k_1n - [INFO] - [E:437| 800]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:26:37,405 - wikidata12k_1n - [INFO] - [E:437| 900]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:27:40,359 - wikidata12k_1n - [INFO] - [E:437| 1000]: Train Loss:0.00092356, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:28:43,397 - wikidata12k_1n - [INFO] - [E:437| 1100]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:29:46,423 - wikidata12k_1n - [INFO] - [E:437| 1200]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:30:49,384 - wikidata12k_1n - [INFO] - [E:437| 1300]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:31:52,373 - wikidata12k_1n - [INFO] - [E:437| 1400]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:32:55,322 - wikidata12k_1n - [INFO] - [E:437| 1500]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:33:58,320 - wikidata12k_1n - [INFO] - [E:437| 1600]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:34:39,411 - wikidata12k_1n - [INFO] - [Epoch:437]: Training Loss:0.0009245 + +2023-05-12 17:34:39,628 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 17:35:00,970 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 17:35:13,317 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 17:35:34,812 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 17:35:47,038 - wikidata12k_1n - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.50788, Head : 0.3541, Avg : 0.43099 + +2023-05-12 17:35:47,038 - wikidata12k_1n - [INFO] - [Epoch 437]: Training Loss: 0.00092446, Valid MRR: 0.44582, + + + +2023-05-12 17:35:47,684 - wikidata12k_1n - [INFO] - [E:438| 0]: Train Loss:0.0009416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:36:50,567 - wikidata12k_1n - [INFO] - [E:438| 100]: Train Loss:0.00092496, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:37:53,488 - wikidata12k_1n - [INFO] - [E:438| 200]: Train Loss:0.00092597, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:38:56,441 - wikidata12k_1n - [INFO] - [E:438| 300]: Train Loss:0.00092544, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:39:59,440 - wikidata12k_1n - [INFO] - [E:438| 400]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:41:02,411 - wikidata12k_1n - [INFO] - [E:438| 500]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:42:05,320 - wikidata12k_1n - [INFO] - [E:438| 600]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:43:08,290 - wikidata12k_1n - [INFO] - [E:438| 700]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:44:11,254 - wikidata12k_1n - [INFO] - [E:438| 800]: Train Loss:0.00092369, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:45:14,195 - wikidata12k_1n - [INFO] - [E:438| 900]: Train Loss:0.0009239, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:46:17,133 - wikidata12k_1n - [INFO] - [E:438| 1000]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:47:20,055 - wikidata12k_1n - [INFO] - [E:438| 1100]: Train Loss:0.00092406, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:48:23,012 - wikidata12k_1n - [INFO] - [E:438| 1200]: Train Loss:0.00092435, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:49:25,997 - wikidata12k_1n - [INFO] - [E:438| 1300]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:50:28,963 - wikidata12k_1n - [INFO] - [E:438| 1400]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:51:31,932 - wikidata12k_1n - [INFO] - [E:438| 1500]: Train Loss:0.00092451, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:52:34,900 - wikidata12k_1n - [INFO] - [E:438| 1600]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:53:16,064 - wikidata12k_1n - [INFO] - [Epoch:438]: Training Loss:0.0009244 + +2023-05-12 17:53:16,281 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 17:53:37,601 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 17:53:49,942 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 17:54:11,448 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 17:54:23,670 - wikidata12k_1n - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.50873, Head : 0.36947, Avg : 0.4391 + +2023-05-12 17:54:23,670 - wikidata12k_1n - [INFO] - [Epoch 438]: Training Loss: 0.00092444, Valid MRR: 0.44582, + + + +2023-05-12 17:54:24,314 - wikidata12k_1n - [INFO] - [E:439| 0]: Train Loss:0.00090659, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:55:27,267 - wikidata12k_1n - [INFO] - [E:439| 100]: Train Loss:0.00092085, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:56:30,197 - wikidata12k_1n - [INFO] - [E:439| 200]: Train Loss:0.0009217, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:57:33,246 - wikidata12k_1n - [INFO] - [E:439| 300]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:58:36,183 - wikidata12k_1n - [INFO] - [E:439| 400]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:59:39,192 - wikidata12k_1n - [INFO] - [E:439| 500]: Train Loss:0.00092419, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:00:42,108 - wikidata12k_1n - [INFO] - [E:439| 600]: Train Loss:0.0009248, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:01:45,034 - wikidata12k_1n - [INFO] - [E:439| 700]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:02:47,967 - wikidata12k_1n - [INFO] - [E:439| 800]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:03:50,943 - wikidata12k_1n - [INFO] - [E:439| 900]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:04:53,876 - wikidata12k_1n - [INFO] - [E:439| 1000]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:05:56,945 - wikidata12k_1n - [INFO] - [E:439| 1100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:06:59,916 - wikidata12k_1n - [INFO] - [E:439| 1200]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:08:02,887 - wikidata12k_1n - [INFO] - [E:439| 1300]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:09:05,855 - wikidata12k_1n - [INFO] - [E:439| 1400]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:10:08,849 - wikidata12k_1n - [INFO] - [E:439| 1500]: Train Loss:0.00092415, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:11:11,822 - wikidata12k_1n - [INFO] - [E:439| 1600]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:11:52,971 - wikidata12k_1n - [INFO] - [Epoch:439]: Training Loss:0.0009246 + +2023-05-12 18:11:53,187 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 18:12:14,512 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 18:12:26,859 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 18:12:48,355 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 18:13:00,595 - wikidata12k_1n - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.50547, Head : 0.36646, Avg : 0.43596 + MR: Tail : 784.88, Head : 956.22, Avg : 870.55 + Hit-1: Tail : 0.42335, Head : 0.2696, Avg : 0.34647 + Hit-3: Tail : 0.55052, Head : 0.4178, Avg : 0.48416 + Hit-10: Tail : 0.65989, Head : 0.55354, Avg : 0.60672 +2023-05-12 18:13:00,595 - wikidata12k_1n - [INFO] - [Epoch 439]: Training Loss: 0.00092458, Valid MRR: 0.44582, + + + +2023-05-12 18:13:01,250 - wikidata12k_1n - [INFO] - [E:440| 0]: Train Loss:0.0009098, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:14:04,307 - wikidata12k_1n - [INFO] - [E:440| 100]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:15:07,300 - wikidata12k_1n - [INFO] - [E:440| 200]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:16:10,232 - wikidata12k_1n - [INFO] - [E:440| 300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:17:13,081 - wikidata12k_1n - [INFO] - [E:440| 400]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:18:15,934 - wikidata12k_1n - [INFO] - [E:440| 500]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:19:18,832 - wikidata12k_1n - [INFO] - [E:440| 600]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:20:21,765 - wikidata12k_1n - [INFO] - [E:440| 700]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:21:24,746 - wikidata12k_1n - [INFO] - [E:440| 800]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:22:27,791 - wikidata12k_1n - [INFO] - [E:440| 900]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:23:30,779 - wikidata12k_1n - [INFO] - [E:440| 1000]: Train Loss:0.00092402, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:24:33,791 - wikidata12k_1n - [INFO] - [E:440| 1100]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:25:36,777 - wikidata12k_1n - [INFO] - [E:440| 1200]: Train Loss:0.00092511, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:26:39,746 - wikidata12k_1n - [INFO] - [E:440| 1300]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:27:42,733 - wikidata12k_1n - [INFO] - [E:440| 1400]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:28:45,725 - wikidata12k_1n - [INFO] - [E:440| 1500]: Train Loss:0.00092464, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:29:48,669 - wikidata12k_1n - [INFO] - [E:440| 1600]: Train Loss:0.00092459, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:30:29,870 - wikidata12k_1n - [INFO] - [Epoch:440]: Training Loss:0.0009245 + +2023-05-12 18:30:30,087 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 18:30:51,415 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 18:31:03,765 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 18:31:25,254 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 18:31:37,476 - wikidata12k_1n - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.50437, Head : 0.36476, Avg : 0.43456 + +2023-05-12 18:31:37,477 - wikidata12k_1n - [INFO] - [Epoch 440]: Training Loss: 0.00092448, Valid MRR: 0.44582, + + + +2023-05-12 18:31:38,121 - wikidata12k_1n - [INFO] - [E:441| 0]: Train Loss:0.0009134, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:32:41,078 - wikidata12k_1n - [INFO] - [E:441| 100]: Train Loss:0.00092584, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:33:43,949 - wikidata12k_1n - [INFO] - [E:441| 200]: Train Loss:0.00092564, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:34:46,884 - wikidata12k_1n - [INFO] - [E:441| 300]: Train Loss:0.00092552, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:35:49,806 - wikidata12k_1n - [INFO] - [E:441| 400]: Train Loss:0.00092616, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:36:52,622 - wikidata12k_1n - [INFO] - [E:441| 500]: Train Loss:0.00092568, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:37:55,538 - wikidata12k_1n - [INFO] - [E:441| 600]: Train Loss:0.00092594, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:38:58,587 - wikidata12k_1n - [INFO] - [E:441| 700]: Train Loss:0.00092526, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:40:01,518 - wikidata12k_1n - [INFO] - [E:441| 800]: Train Loss:0.00092473, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:41:04,482 - wikidata12k_1n - [INFO] - [E:441| 900]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:42:07,421 - wikidata12k_1n - [INFO] - [E:441| 1000]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:43:10,261 - wikidata12k_1n - [INFO] - [E:441| 1100]: Train Loss:0.00092414, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:44:13,093 - wikidata12k_1n - [INFO] - [E:441| 1200]: Train Loss:0.0009241, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:45:16,016 - wikidata12k_1n - [INFO] - [E:441| 1300]: Train Loss:0.00092415, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:46:18,944 - wikidata12k_1n - [INFO] - [E:441| 1400]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:47:21,971 - wikidata12k_1n - [INFO] - [E:441| 1500]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:48:24,951 - wikidata12k_1n - [INFO] - [E:441| 1600]: Train Loss:0.00092426, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:49:06,107 - wikidata12k_1n - [INFO] - [Epoch:441]: Training Loss:0.0009246 + +2023-05-12 18:49:06,323 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 18:49:27,631 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 18:49:39,979 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 18:50:01,487 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 18:50:13,709 - wikidata12k_1n - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.50841, Head : 0.37346, Avg : 0.44093 + +2023-05-12 18:50:13,709 - wikidata12k_1n - [INFO] - [Epoch 441]: Training Loss: 0.0009246, Valid MRR: 0.44582, + + + +2023-05-12 18:50:14,352 - wikidata12k_1n - [INFO] - [E:442| 0]: Train Loss:0.00090866, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:51:17,332 - wikidata12k_1n - [INFO] - [E:442| 100]: Train Loss:0.00092838, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:52:20,299 - wikidata12k_1n - [INFO] - [E:442| 200]: Train Loss:0.0009262, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:53:23,271 - wikidata12k_1n - [INFO] - [E:442| 300]: Train Loss:0.00092596, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:54:26,229 - wikidata12k_1n - [INFO] - [E:442| 400]: Train Loss:0.00092511, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:55:29,295 - wikidata12k_1n - [INFO] - [E:442| 500]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:56:32,264 - wikidata12k_1n - [INFO] - [E:442| 600]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:57:35,178 - wikidata12k_1n - [INFO] - [E:442| 700]: Train Loss:0.00092406, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:58:38,105 - wikidata12k_1n - [INFO] - [E:442| 800]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:59:41,110 - wikidata12k_1n - [INFO] - [E:442| 900]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:00:44,049 - wikidata12k_1n - [INFO] - [E:442| 1000]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:01:46,924 - wikidata12k_1n - [INFO] - [E:442| 1100]: Train Loss:0.00092421, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:02:49,876 - wikidata12k_1n - [INFO] - [E:442| 1200]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:03:52,924 - wikidata12k_1n - [INFO] - [E:442| 1300]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:04:55,850 - wikidata12k_1n - [INFO] - [E:442| 1400]: Train Loss:0.00092447, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:05:58,768 - wikidata12k_1n - [INFO] - [E:442| 1500]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:07:01,648 - wikidata12k_1n - [INFO] - [E:442| 1600]: Train Loss:0.00092432, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:07:42,729 - wikidata12k_1n - [INFO] - [Epoch:442]: Training Loss:0.0009244 + +2023-05-12 19:07:42,944 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 19:08:04,253 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 19:08:16,587 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 19:08:38,067 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 19:08:50,281 - wikidata12k_1n - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.50722, Head : 0.37426, Avg : 0.44074 + +2023-05-12 19:08:50,281 - wikidata12k_1n - [INFO] - [Epoch 442]: Training Loss: 0.00092435, Valid MRR: 0.44582, + + + +2023-05-12 19:08:50,925 - wikidata12k_1n - [INFO] - [E:443| 0]: Train Loss:0.00093305, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:09:53,804 - wikidata12k_1n - [INFO] - [E:443| 100]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:10:56,758 - wikidata12k_1n - [INFO] - [E:443| 200]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:11:59,747 - wikidata12k_1n - [INFO] - [E:443| 300]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:13:02,696 - wikidata12k_1n - [INFO] - [E:443| 400]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:14:05,660 - wikidata12k_1n - [INFO] - [E:443| 500]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:15:08,606 - wikidata12k_1n - [INFO] - [E:443| 600]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:16:11,562 - wikidata12k_1n - [INFO] - [E:443| 700]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:17:14,490 - wikidata12k_1n - [INFO] - [E:443| 800]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:18:17,458 - wikidata12k_1n - [INFO] - [E:443| 900]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:19:20,417 - wikidata12k_1n - [INFO] - [E:443| 1000]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:20:23,460 - wikidata12k_1n - [INFO] - [E:443| 1100]: Train Loss:0.00092335, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:21:26,428 - wikidata12k_1n - [INFO] - [E:443| 1200]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:22:29,349 - wikidata12k_1n - [INFO] - [E:443| 1300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:23:32,224 - wikidata12k_1n - [INFO] - [E:443| 1400]: Train Loss:0.00092393, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:24:35,160 - wikidata12k_1n - [INFO] - [E:443| 1500]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:25:38,012 - wikidata12k_1n - [INFO] - [E:443| 1600]: Train Loss:0.00092409, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:26:19,165 - wikidata12k_1n - [INFO] - [Epoch:443]: Training Loss:0.0009242 + +2023-05-12 19:26:19,381 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 19:26:40,699 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 19:26:53,062 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 19:27:14,558 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 19:27:26,780 - wikidata12k_1n - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.50534, Head : 0.37294, Avg : 0.43914 + +2023-05-12 19:27:26,780 - wikidata12k_1n - [INFO] - [Epoch 443]: Training Loss: 0.00092423, Valid MRR: 0.44582, + + + +2023-05-12 19:27:27,427 - wikidata12k_1n - [INFO] - [E:444| 0]: Train Loss:0.00091111, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:28:30,462 - wikidata12k_1n - [INFO] - [E:444| 100]: Train Loss:0.0009222, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:29:33,424 - wikidata12k_1n - [INFO] - [E:444| 200]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:30:36,298 - wikidata12k_1n - [INFO] - [E:444| 300]: Train Loss:0.00092297, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:31:39,189 - wikidata12k_1n - [INFO] - [E:444| 400]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:32:42,048 - wikidata12k_1n - [INFO] - [E:444| 500]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:33:44,956 - wikidata12k_1n - [INFO] - [E:444| 600]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:34:47,914 - wikidata12k_1n - [INFO] - [E:444| 700]: Train Loss:0.00092474, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:35:50,885 - wikidata12k_1n - [INFO] - [E:444| 800]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:36:53,951 - wikidata12k_1n - [INFO] - [E:444| 900]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:37:56,829 - wikidata12k_1n - [INFO] - [E:444| 1000]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:38:59,804 - wikidata12k_1n - [INFO] - [E:444| 1100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:40:02,725 - wikidata12k_1n - [INFO] - [E:444| 1200]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:41:05,621 - wikidata12k_1n - [INFO] - [E:444| 1300]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:42:08,475 - wikidata12k_1n - [INFO] - [E:444| 1400]: Train Loss:0.00092465, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:43:11,353 - wikidata12k_1n - [INFO] - [E:444| 1500]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:44:14,189 - wikidata12k_1n - [INFO] - [E:444| 1600]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:44:55,232 - wikidata12k_1n - [INFO] - [Epoch:444]: Training Loss:0.0009243 + +2023-05-12 19:44:55,448 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 19:45:16,792 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 19:45:29,137 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 19:45:50,623 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 19:46:02,833 - wikidata12k_1n - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.50855, Head : 0.35327, Avg : 0.43091 + +2023-05-12 19:46:02,834 - wikidata12k_1n - [INFO] - [Epoch 444]: Training Loss: 0.00092435, Valid MRR: 0.44582, + + + +2023-05-12 19:46:03,475 - wikidata12k_1n - [INFO] - [E:445| 0]: Train Loss:0.00089555, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:47:06,320 - wikidata12k_1n - [INFO] - [E:445| 100]: Train Loss:0.00091895, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:48:09,208 - wikidata12k_1n - [INFO] - [E:445| 200]: Train Loss:0.00092123, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:49:12,121 - wikidata12k_1n - [INFO] - [E:445| 300]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:50:15,081 - wikidata12k_1n - [INFO] - [E:445| 400]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:51:18,037 - wikidata12k_1n - [INFO] - [E:445| 500]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:52:20,947 - wikidata12k_1n - [INFO] - [E:445| 600]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:53:23,880 - wikidata12k_1n - [INFO] - [E:445| 700]: Train Loss:0.00092402, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:54:26,883 - wikidata12k_1n - [INFO] - [E:445| 800]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:55:29,847 - wikidata12k_1n - [INFO] - [E:445| 900]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:56:32,819 - wikidata12k_1n - [INFO] - [E:445| 1000]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:57:35,795 - wikidata12k_1n - [INFO] - [E:445| 1100]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:58:38,779 - wikidata12k_1n - [INFO] - [E:445| 1200]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:59:41,703 - wikidata12k_1n - [INFO] - [E:445| 1300]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:00:44,676 - wikidata12k_1n - [INFO] - [E:445| 1400]: Train Loss:0.0009239, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:01:47,597 - wikidata12k_1n - [INFO] - [E:445| 1500]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:02:50,588 - wikidata12k_1n - [INFO] - [E:445| 1600]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:03:31,723 - wikidata12k_1n - [INFO] - [Epoch:445]: Training Loss:0.0009243 + +2023-05-12 20:03:31,939 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 20:03:53,268 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 20:04:05,608 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 20:04:27,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 20:04:39,319 - wikidata12k_1n - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.50458, Head : 0.37041, Avg : 0.43749 + +2023-05-12 20:04:39,319 - wikidata12k_1n - [INFO] - [Epoch 445]: Training Loss: 0.00092435, Valid MRR: 0.44582, + + + +2023-05-12 20:04:39,962 - wikidata12k_1n - [INFO] - [E:446| 0]: Train Loss:0.00090626, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:05:42,908 - wikidata12k_1n - [INFO] - [E:446| 100]: Train Loss:0.00092563, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:06:45,862 - wikidata12k_1n - [INFO] - [E:446| 200]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:07:48,823 - wikidata12k_1n - [INFO] - [E:446| 300]: Train Loss:0.00092479, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:08:51,792 - wikidata12k_1n - [INFO] - [E:446| 400]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:09:54,764 - wikidata12k_1n - [INFO] - [E:446| 500]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:10:57,757 - wikidata12k_1n - [INFO] - [E:446| 600]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:12:00,652 - wikidata12k_1n - [INFO] - [E:446| 700]: Train Loss:0.00092379, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:13:03,522 - wikidata12k_1n - [INFO] - [E:446| 800]: Train Loss:0.00092432, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:14:06,385 - wikidata12k_1n - [INFO] - [E:446| 900]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:15:09,308 - wikidata12k_1n - [INFO] - [E:446| 1000]: Train Loss:0.00092451, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:16:12,268 - wikidata12k_1n - [INFO] - [E:446| 1100]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:17:15,250 - wikidata12k_1n - [INFO] - [E:446| 1200]: Train Loss:0.00092419, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:18:18,271 - wikidata12k_1n - [INFO] - [E:446| 1300]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:19:21,265 - wikidata12k_1n - [INFO] - [E:446| 1400]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:20:24,124 - wikidata12k_1n - [INFO] - [E:446| 1500]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:21:26,996 - wikidata12k_1n - [INFO] - [E:446| 1600]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:22:08,078 - wikidata12k_1n - [INFO] - [Epoch:446]: Training Loss:0.0009244 + +2023-05-12 20:22:08,293 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 20:22:29,600 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 20:22:41,944 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 20:23:03,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 20:23:15,645 - wikidata12k_1n - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.51181, Head : 0.37159, Avg : 0.4417 + +2023-05-12 20:23:15,645 - wikidata12k_1n - [INFO] - [Epoch 446]: Training Loss: 0.00092445, Valid MRR: 0.44582, + + + +2023-05-12 20:23:16,290 - wikidata12k_1n - [INFO] - [E:447| 0]: Train Loss:0.00091208, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:24:19,186 - wikidata12k_1n - [INFO] - [E:447| 100]: Train Loss:0.00092703, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:25:22,036 - wikidata12k_1n - [INFO] - [E:447| 200]: Train Loss:0.00092574, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:26:24,889 - wikidata12k_1n - [INFO] - [E:447| 300]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:27:27,878 - wikidata12k_1n - [INFO] - [E:447| 400]: Train Loss:0.00092497, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:28:30,837 - wikidata12k_1n - [INFO] - [E:447| 500]: Train Loss:0.00092469, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:29:33,785 - wikidata12k_1n - [INFO] - [E:447| 600]: Train Loss:0.00092477, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:30:36,739 - wikidata12k_1n - [INFO] - [E:447| 700]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:31:39,693 - wikidata12k_1n - [INFO] - [E:447| 800]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:32:42,630 - wikidata12k_1n - [INFO] - [E:447| 900]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:33:45,456 - wikidata12k_1n - [INFO] - [E:447| 1000]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:34:48,334 - wikidata12k_1n - [INFO] - [E:447| 1100]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:35:51,318 - wikidata12k_1n - [INFO] - [E:447| 1200]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:36:54,283 - wikidata12k_1n - [INFO] - [E:447| 1300]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:37:57,243 - wikidata12k_1n - [INFO] - [E:447| 1400]: Train Loss:0.00092435, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:39:00,198 - wikidata12k_1n - [INFO] - [E:447| 1500]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:40:03,164 - wikidata12k_1n - [INFO] - [E:447| 1600]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:40:44,318 - wikidata12k_1n - [INFO] - [Epoch:447]: Training Loss:0.0009244 + +2023-05-12 20:40:44,536 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 20:41:05,846 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 20:41:18,195 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 20:41:39,696 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 20:41:51,930 - wikidata12k_1n - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.51147, Head : 0.37381, Avg : 0.44264 + +2023-05-12 20:41:51,930 - wikidata12k_1n - [INFO] - [Epoch 447]: Training Loss: 0.00092442, Valid MRR: 0.44582, + + + +2023-05-12 20:41:52,572 - wikidata12k_1n - [INFO] - [E:448| 0]: Train Loss:0.0009203, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:42:55,542 - wikidata12k_1n - [INFO] - [E:448| 100]: Train Loss:0.00092645, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:43:58,524 - wikidata12k_1n - [INFO] - [E:448| 200]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:45:01,382 - wikidata12k_1n - [INFO] - [E:448| 300]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:46:04,316 - wikidata12k_1n - [INFO] - [E:448| 400]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:47:07,212 - wikidata12k_1n - [INFO] - [E:448| 500]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:48:10,074 - wikidata12k_1n - [INFO] - [E:448| 600]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:49:13,053 - wikidata12k_1n - [INFO] - [E:448| 700]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:50:16,020 - wikidata12k_1n - [INFO] - [E:448| 800]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:51:18,913 - wikidata12k_1n - [INFO] - [E:448| 900]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:52:21,934 - wikidata12k_1n - [INFO] - [E:448| 1000]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:53:24,898 - wikidata12k_1n - [INFO] - [E:448| 1100]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:54:27,880 - wikidata12k_1n - [INFO] - [E:448| 1200]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:55:30,869 - wikidata12k_1n - [INFO] - [E:448| 1300]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:56:33,803 - wikidata12k_1n - [INFO] - [E:448| 1400]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:57:36,816 - wikidata12k_1n - [INFO] - [E:448| 1500]: Train Loss:0.00092426, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:58:39,793 - wikidata12k_1n - [INFO] - [E:448| 1600]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:59:20,935 - wikidata12k_1n - [INFO] - [Epoch:448]: Training Loss:0.0009241 + +2023-05-12 20:59:21,154 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 20:59:42,465 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 20:59:54,813 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 21:00:16,376 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 21:00:28,602 - wikidata12k_1n - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.50731, Head : 0.36982, Avg : 0.43856 + +2023-05-12 21:00:28,602 - wikidata12k_1n - [INFO] - [Epoch 448]: Training Loss: 0.00092413, Valid MRR: 0.44582, + + + +2023-05-12 21:00:29,247 - wikidata12k_1n - [INFO] - [E:449| 0]: Train Loss:0.00090366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:01:32,218 - wikidata12k_1n - [INFO] - [E:449| 100]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:02:35,186 - wikidata12k_1n - [INFO] - [E:449| 200]: Train Loss:0.00092213, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:03:38,167 - wikidata12k_1n - [INFO] - [E:449| 300]: Train Loss:0.00092263, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:04:41,135 - wikidata12k_1n - [INFO] - [E:449| 400]: Train Loss:0.00092226, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:05:44,096 - wikidata12k_1n - [INFO] - [E:449| 500]: Train Loss:0.00092219, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:06:47,020 - wikidata12k_1n - [INFO] - [E:449| 600]: Train Loss:0.00092306, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:07:49,966 - wikidata12k_1n - [INFO] - [E:449| 700]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:08:53,038 - wikidata12k_1n - [INFO] - [E:449| 800]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:09:56,007 - wikidata12k_1n - [INFO] - [E:449| 900]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:10:58,975 - wikidata12k_1n - [INFO] - [E:449| 1000]: Train Loss:0.00092397, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:12:01,888 - wikidata12k_1n - [INFO] - [E:449| 1100]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:13:04,801 - wikidata12k_1n - [INFO] - [E:449| 1200]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:14:07,771 - wikidata12k_1n - [INFO] - [E:449| 1300]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:15:10,701 - wikidata12k_1n - [INFO] - [E:449| 1400]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:16:13,565 - wikidata12k_1n - [INFO] - [E:449| 1500]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:17:16,548 - wikidata12k_1n - [INFO] - [E:449| 1600]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:17:57,671 - wikidata12k_1n - [INFO] - [Epoch:449]: Training Loss:0.0009243 + +2023-05-12 21:17:57,886 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 21:18:19,202 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 21:18:31,552 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 21:18:53,048 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 21:19:05,258 - wikidata12k_1n - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.51208, Head : 0.36939, Avg : 0.44073 + MR: Tail : 751.72, Head : 966.15, Avg : 858.93 + Hit-1: Tail : 0.43161, Head : 0.27331, Avg : 0.35246 + Hit-3: Tail : 0.55735, Head : 0.41399, Avg : 0.48567 + Hit-10: Tail : 0.66236, Head : 0.55765, Avg : 0.61001 +2023-05-12 21:19:05,258 - wikidata12k_1n - [INFO] - [Epoch 449]: Training Loss: 0.00092426, Valid MRR: 0.44582, + + + +2023-05-12 21:19:05,903 - wikidata12k_1n - [INFO] - [E:450| 0]: Train Loss:0.00097672, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:20:08,760 - wikidata12k_1n - [INFO] - [E:450| 100]: Train Loss:0.00092271, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:21:11,692 - wikidata12k_1n - [INFO] - [E:450| 200]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:22:14,574 - wikidata12k_1n - [INFO] - [E:450| 300]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:23:17,452 - wikidata12k_1n - [INFO] - [E:450| 400]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:24:20,408 - wikidata12k_1n - [INFO] - [E:450| 500]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:25:23,401 - wikidata12k_1n - [INFO] - [E:450| 600]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:26:26,316 - wikidata12k_1n - [INFO] - [E:450| 700]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:27:29,228 - wikidata12k_1n - [INFO] - [E:450| 800]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:28:32,193 - wikidata12k_1n - [INFO] - [E:450| 900]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:29:35,111 - wikidata12k_1n - [INFO] - [E:450| 1000]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:30:38,050 - wikidata12k_1n - [INFO] - [E:450| 1100]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:31:40,977 - wikidata12k_1n - [INFO] - [E:450| 1200]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:32:43,803 - wikidata12k_1n - [INFO] - [E:450| 1300]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:33:46,810 - wikidata12k_1n - [INFO] - [E:450| 1400]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:34:49,688 - wikidata12k_1n - [INFO] - [E:450| 1500]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:35:52,633 - wikidata12k_1n - [INFO] - [E:450| 1600]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:36:33,771 - wikidata12k_1n - [INFO] - [Epoch:450]: Training Loss:0.0009244 + +2023-05-12 21:36:33,986 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 21:36:55,275 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 21:37:07,602 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 21:37:29,047 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 21:37:41,263 - wikidata12k_1n - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.50633, Head : 0.37124, Avg : 0.43878 + +2023-05-12 21:37:41,263 - wikidata12k_1n - [INFO] - [Epoch 450]: Training Loss: 0.00092437, Valid MRR: 0.44582, + + + +2023-05-12 21:37:41,910 - wikidata12k_1n - [INFO] - [E:451| 0]: Train Loss:0.00090954, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:38:44,772 - wikidata12k_1n - [INFO] - [E:451| 100]: Train Loss:0.00092088, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:39:47,595 - wikidata12k_1n - [INFO] - [E:451| 200]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:40:50,395 - wikidata12k_1n - [INFO] - [E:451| 300]: Train Loss:0.00092165, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:41:53,306 - wikidata12k_1n - [INFO] - [E:451| 400]: Train Loss:0.00092259, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:42:56,151 - wikidata12k_1n - [INFO] - [E:451| 500]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:43:58,986 - wikidata12k_1n - [INFO] - [E:451| 600]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:45:01,895 - wikidata12k_1n - [INFO] - [E:451| 700]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:46:04,856 - wikidata12k_1n - [INFO] - [E:451| 800]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:47:07,818 - wikidata12k_1n - [INFO] - [E:451| 900]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:48:10,659 - wikidata12k_1n - [INFO] - [E:451| 1000]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:49:13,545 - wikidata12k_1n - [INFO] - [E:451| 1100]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:50:16,571 - wikidata12k_1n - [INFO] - [E:451| 1200]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:51:19,457 - wikidata12k_1n - [INFO] - [E:451| 1300]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:52:22,290 - wikidata12k_1n - [INFO] - [E:451| 1400]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:53:25,236 - wikidata12k_1n - [INFO] - [E:451| 1500]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:54:28,173 - wikidata12k_1n - [INFO] - [E:451| 1600]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:55:09,307 - wikidata12k_1n - [INFO] - [Epoch:451]: Training Loss:0.000924 + +2023-05-12 21:55:09,524 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 21:55:30,814 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 21:55:43,157 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 21:56:04,621 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 21:56:16,832 - wikidata12k_1n - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.51351, Head : 0.35171, Avg : 0.43261 + +2023-05-12 21:56:16,832 - wikidata12k_1n - [INFO] - [Epoch 451]: Training Loss: 0.00092398, Valid MRR: 0.44582, + + + +2023-05-12 21:56:17,482 - wikidata12k_1n - [INFO] - [E:452| 0]: Train Loss:0.00092583, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:57:20,389 - wikidata12k_1n - [INFO] - [E:452| 100]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:58:23,226 - wikidata12k_1n - [INFO] - [E:452| 200]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:59:26,185 - wikidata12k_1n - [INFO] - [E:452| 300]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:00:29,127 - wikidata12k_1n - [INFO] - [E:452| 400]: Train Loss:0.00092415, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:01:31,938 - wikidata12k_1n - [INFO] - [E:452| 500]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:02:34,723 - wikidata12k_1n - [INFO] - [E:452| 600]: Train Loss:0.00092326, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:03:37,495 - wikidata12k_1n - [INFO] - [E:452| 700]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:04:40,276 - wikidata12k_1n - [INFO] - [E:452| 800]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:05:43,176 - wikidata12k_1n - [INFO] - [E:452| 900]: Train Loss:0.00092351, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:06:46,070 - wikidata12k_1n - [INFO] - [E:452| 1000]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:07:48,909 - wikidata12k_1n - [INFO] - [E:452| 1100]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:08:51,643 - wikidata12k_1n - [INFO] - [E:452| 1200]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:09:54,427 - wikidata12k_1n - [INFO] - [E:452| 1300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:10:57,259 - wikidata12k_1n - [INFO] - [E:452| 1400]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:12:00,108 - wikidata12k_1n - [INFO] - [E:452| 1500]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:13:02,987 - wikidata12k_1n - [INFO] - [E:452| 1600]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:13:44,057 - wikidata12k_1n - [INFO] - [Epoch:452]: Training Loss:0.0009241 + +2023-05-12 22:13:44,272 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 22:14:05,526 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 22:14:17,833 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 22:14:39,280 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 22:14:51,457 - wikidata12k_1n - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.51303, Head : 0.35247, Avg : 0.43275 + +2023-05-12 22:14:51,457 - wikidata12k_1n - [INFO] - [Epoch 452]: Training Loss: 0.00092412, Valid MRR: 0.44582, + + + +2023-05-12 22:14:52,102 - wikidata12k_1n - [INFO] - [E:453| 0]: Train Loss:0.00090646, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:15:55,007 - wikidata12k_1n - [INFO] - [E:453| 100]: Train Loss:0.00092212, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:16:57,821 - wikidata12k_1n - [INFO] - [E:453| 200]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:18:00,602 - wikidata12k_1n - [INFO] - [E:453| 300]: Train Loss:0.00092198, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:19:03,346 - wikidata12k_1n - [INFO] - [E:453| 400]: Train Loss:0.0009217, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:20:06,091 - wikidata12k_1n - [INFO] - [E:453| 500]: Train Loss:0.00092234, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:21:08,985 - wikidata12k_1n - [INFO] - [E:453| 600]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:22:11,917 - wikidata12k_1n - [INFO] - [E:453| 700]: Train Loss:0.00092291, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:23:14,791 - wikidata12k_1n - [INFO] - [E:453| 800]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:24:17,644 - wikidata12k_1n - [INFO] - [E:453| 900]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:25:20,475 - wikidata12k_1n - [INFO] - [E:453| 1000]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:26:23,218 - wikidata12k_1n - [INFO] - [E:453| 1100]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:27:25,992 - wikidata12k_1n - [INFO] - [E:453| 1200]: Train Loss:0.00092421, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:28:28,731 - wikidata12k_1n - [INFO] - [E:453| 1300]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:29:31,615 - wikidata12k_1n - [INFO] - [E:453| 1400]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:30:34,521 - wikidata12k_1n - [INFO] - [E:453| 1500]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:31:37,331 - wikidata12k_1n - [INFO] - [E:453| 1600]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:32:18,409 - wikidata12k_1n - [INFO] - [Epoch:453]: Training Loss:0.0009241 + +2023-05-12 22:32:18,625 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 22:32:39,883 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 22:32:52,186 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 22:33:13,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 22:33:25,774 - wikidata12k_1n - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.50822, Head : 0.36626, Avg : 0.43724 + +2023-05-12 22:33:25,774 - wikidata12k_1n - [INFO] - [Epoch 453]: Training Loss: 0.00092409, Valid MRR: 0.44582, + + + +2023-05-12 22:33:26,416 - wikidata12k_1n - [INFO] - [E:454| 0]: Train Loss:0.00095631, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:34:29,234 - wikidata12k_1n - [INFO] - [E:454| 100]: Train Loss:0.00092668, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:35:32,039 - wikidata12k_1n - [INFO] - [E:454| 200]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:36:34,794 - wikidata12k_1n - [INFO] - [E:454| 300]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:37:37,596 - wikidata12k_1n - [INFO] - [E:454| 400]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:38:40,489 - wikidata12k_1n - [INFO] - [E:454| 500]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:39:43,330 - wikidata12k_1n - [INFO] - [E:454| 600]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:40:46,261 - wikidata12k_1n - [INFO] - [E:454| 700]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:41:49,127 - wikidata12k_1n - [INFO] - [E:454| 800]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:42:51,885 - wikidata12k_1n - [INFO] - [E:454| 900]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:43:54,718 - wikidata12k_1n - [INFO] - [E:454| 1000]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:44:57,536 - wikidata12k_1n - [INFO] - [E:454| 1100]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:46:00,318 - wikidata12k_1n - [INFO] - [E:454| 1200]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:47:03,199 - wikidata12k_1n - [INFO] - [E:454| 1300]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:48:05,973 - wikidata12k_1n - [INFO] - [E:454| 1400]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:49:08,924 - wikidata12k_1n - [INFO] - [E:454| 1500]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:50:11,699 - wikidata12k_1n - [INFO] - [E:454| 1600]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:50:52,833 - wikidata12k_1n - [INFO] - [Epoch:454]: Training Loss:0.000924 + +2023-05-12 22:50:53,049 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 22:51:14,281 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 22:51:26,582 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 22:51:47,994 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 22:52:00,158 - wikidata12k_1n - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.50881, Head : 0.36655, Avg : 0.43768 + +2023-05-12 22:52:00,158 - wikidata12k_1n - [INFO] - [Epoch 454]: Training Loss: 0.00092399, Valid MRR: 0.44582, + + + +2023-05-12 22:52:00,801 - wikidata12k_1n - [INFO] - [E:455| 0]: Train Loss:0.00089874, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:53:03,632 - wikidata12k_1n - [INFO] - [E:455| 100]: Train Loss:0.0009215, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:54:06,458 - wikidata12k_1n - [INFO] - [E:455| 200]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:55:09,254 - wikidata12k_1n - [INFO] - [E:455| 300]: Train Loss:0.0009221, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:56:12,078 - wikidata12k_1n - [INFO] - [E:455| 400]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:57:14,975 - wikidata12k_1n - [INFO] - [E:455| 500]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:58:17,752 - wikidata12k_1n - [INFO] - [E:455| 600]: Train Loss:0.00092222, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:59:20,597 - wikidata12k_1n - [INFO] - [E:455| 700]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:00:23,373 - wikidata12k_1n - [INFO] - [E:455| 800]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:01:26,180 - wikidata12k_1n - [INFO] - [E:455| 900]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:02:29,031 - wikidata12k_1n - [INFO] - [E:455| 1000]: Train Loss:0.00092304, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:03:31,849 - wikidata12k_1n - [INFO] - [E:455| 1100]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:04:34,706 - wikidata12k_1n - [INFO] - [E:455| 1200]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:05:37,674 - wikidata12k_1n - [INFO] - [E:455| 1300]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:06:40,507 - wikidata12k_1n - [INFO] - [E:455| 1400]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:07:43,322 - wikidata12k_1n - [INFO] - [E:455| 1500]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:08:46,136 - wikidata12k_1n - [INFO] - [E:455| 1600]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:09:27,178 - wikidata12k_1n - [INFO] - [Epoch:455]: Training Loss:0.0009238 + +2023-05-12 23:09:27,394 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 23:09:48,617 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 23:10:00,902 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 23:10:22,294 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 23:10:34,478 - wikidata12k_1n - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.51398, Head : 0.35715, Avg : 0.43556 + +2023-05-12 23:10:34,478 - wikidata12k_1n - [INFO] - [Epoch 455]: Training Loss: 0.00092382, Valid MRR: 0.44582, + + + +2023-05-12 23:10:35,120 - wikidata12k_1n - [INFO] - [E:456| 0]: Train Loss:0.00092369, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:11:37,893 - wikidata12k_1n - [INFO] - [E:456| 100]: Train Loss:0.00092447, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:12:40,701 - wikidata12k_1n - [INFO] - [E:456| 200]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:13:43,601 - wikidata12k_1n - [INFO] - [E:456| 300]: Train Loss:0.00092326, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:14:46,366 - wikidata12k_1n - [INFO] - [E:456| 400]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:15:49,110 - wikidata12k_1n - [INFO] - [E:456| 500]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:16:51,964 - wikidata12k_1n - [INFO] - [E:456| 600]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:17:54,791 - wikidata12k_1n - [INFO] - [E:456| 700]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:18:57,536 - wikidata12k_1n - [INFO] - [E:456| 800]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:20:00,392 - wikidata12k_1n - [INFO] - [E:456| 900]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:21:03,263 - wikidata12k_1n - [INFO] - [E:456| 1000]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:22:06,158 - wikidata12k_1n - [INFO] - [E:456| 1100]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:23:08,996 - wikidata12k_1n - [INFO] - [E:456| 1200]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:24:11,798 - wikidata12k_1n - [INFO] - [E:456| 1300]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:25:14,651 - wikidata12k_1n - [INFO] - [E:456| 1400]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:26:17,495 - wikidata12k_1n - [INFO] - [E:456| 1500]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:27:20,358 - wikidata12k_1n - [INFO] - [E:456| 1600]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:28:01,395 - wikidata12k_1n - [INFO] - [Epoch:456]: Training Loss:0.000924 + +2023-05-12 23:28:01,610 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 23:28:22,853 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 23:28:35,158 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 23:28:56,570 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 23:29:08,747 - wikidata12k_1n - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.5101, Head : 0.35472, Avg : 0.43241 + +2023-05-12 23:29:08,747 - wikidata12k_1n - [INFO] - [Epoch 456]: Training Loss: 0.000924, Valid MRR: 0.44582, + + + +2023-05-12 23:29:09,389 - wikidata12k_1n - [INFO] - [E:457| 0]: Train Loss:0.00093639, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:30:12,285 - wikidata12k_1n - [INFO] - [E:457| 100]: Train Loss:0.0009215, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:31:15,131 - wikidata12k_1n - [INFO] - [E:457| 200]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:32:17,919 - wikidata12k_1n - [INFO] - [E:457| 300]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:33:20,719 - wikidata12k_1n - [INFO] - [E:457| 400]: Train Loss:0.00092292, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:34:23,465 - wikidata12k_1n - [INFO] - [E:457| 500]: Train Loss:0.00092261, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:35:26,240 - wikidata12k_1n - [INFO] - [E:457| 600]: Train Loss:0.00092272, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:36:29,031 - wikidata12k_1n - [INFO] - [E:457| 700]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:37:31,851 - wikidata12k_1n - [INFO] - [E:457| 800]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:38:34,769 - wikidata12k_1n - [INFO] - [E:457| 900]: Train Loss:0.000923, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:39:37,573 - wikidata12k_1n - [INFO] - [E:457| 1000]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:40:40,406 - wikidata12k_1n - [INFO] - [E:457| 1100]: Train Loss:0.00092325, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:41:43,158 - wikidata12k_1n - [INFO] - [E:457| 1200]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:42:45,939 - wikidata12k_1n - [INFO] - [E:457| 1300]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:43:48,744 - wikidata12k_1n - [INFO] - [E:457| 1400]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:44:51,524 - wikidata12k_1n - [INFO] - [E:457| 1500]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:45:54,377 - wikidata12k_1n - [INFO] - [E:457| 1600]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:46:35,387 - wikidata12k_1n - [INFO] - [Epoch:457]: Training Loss:0.0009239 + +2023-05-12 23:46:35,601 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 23:46:56,932 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 23:47:09,232 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 23:47:30,659 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 23:47:42,838 - wikidata12k_1n - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.51, Head : 0.30857, Avg : 0.40929 + +2023-05-12 23:47:42,839 - wikidata12k_1n - [INFO] - [Epoch 457]: Training Loss: 0.00092389, Valid MRR: 0.44582, + + + +2023-05-12 23:47:43,481 - wikidata12k_1n - [INFO] - [E:458| 0]: Train Loss:0.00091906, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:48:46,361 - wikidata12k_1n - [INFO] - [E:458| 100]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:49:49,175 - wikidata12k_1n - [INFO] - [E:458| 200]: Train Loss:0.00092266, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:50:51,992 - wikidata12k_1n - [INFO] - [E:458| 300]: Train Loss:0.00092226, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:51:54,835 - wikidata12k_1n - [INFO] - [E:458| 400]: Train Loss:0.00092269, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:52:57,640 - wikidata12k_1n - [INFO] - [E:458| 500]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:54:00,462 - wikidata12k_1n - [INFO] - [E:458| 600]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:55:03,304 - wikidata12k_1n - [INFO] - [E:458| 700]: Train Loss:0.00092356, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:56:06,202 - wikidata12k_1n - [INFO] - [E:458| 800]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:57:09,120 - wikidata12k_1n - [INFO] - [E:458| 900]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:58:11,994 - wikidata12k_1n - [INFO] - [E:458| 1000]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:59:14,815 - wikidata12k_1n - [INFO] - [E:458| 1100]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:00:17,645 - wikidata12k_1n - [INFO] - [E:458| 1200]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:01:20,489 - wikidata12k_1n - [INFO] - [E:458| 1300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:02:23,301 - wikidata12k_1n - [INFO] - [E:458| 1400]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:03:26,121 - wikidata12k_1n - [INFO] - [E:458| 1500]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:04:28,893 - wikidata12k_1n - [INFO] - [E:458| 1600]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:05:09,882 - wikidata12k_1n - [INFO] - [Epoch:458]: Training Loss:0.0009241 + +2023-05-13 00:05:10,096 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 00:05:31,335 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 00:05:43,621 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 00:06:05,009 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 00:06:17,176 - wikidata12k_1n - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.50677, Head : 0.35431, Avg : 0.43054 + +2023-05-13 00:06:17,176 - wikidata12k_1n - [INFO] - [Epoch 458]: Training Loss: 0.00092406, Valid MRR: 0.44582, + + + +2023-05-13 00:06:17,817 - wikidata12k_1n - [INFO] - [E:459| 0]: Train Loss:0.00093029, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:07:20,609 - wikidata12k_1n - [INFO] - [E:459| 100]: Train Loss:0.00092101, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:08:23,481 - wikidata12k_1n - [INFO] - [E:459| 200]: Train Loss:0.00092264, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:09:26,357 - wikidata12k_1n - [INFO] - [E:459| 300]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:10:29,193 - wikidata12k_1n - [INFO] - [E:459| 400]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:11:31,893 - wikidata12k_1n - [INFO] - [E:459| 500]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:12:34,713 - wikidata12k_1n - [INFO] - [E:459| 600]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:13:37,589 - wikidata12k_1n - [INFO] - [E:459| 700]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:14:40,429 - wikidata12k_1n - [INFO] - [E:459| 800]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:15:43,252 - wikidata12k_1n - [INFO] - [E:459| 900]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:16:46,114 - wikidata12k_1n - [INFO] - [E:459| 1000]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:17:48,946 - wikidata12k_1n - [INFO] - [E:459| 1100]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:18:51,856 - wikidata12k_1n - [INFO] - [E:459| 1200]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:19:54,706 - wikidata12k_1n - [INFO] - [E:459| 1300]: Train Loss:0.00092429, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:20:57,604 - wikidata12k_1n - [INFO] - [E:459| 1400]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:22:00,383 - wikidata12k_1n - [INFO] - [E:459| 1500]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:23:03,139 - wikidata12k_1n - [INFO] - [E:459| 1600]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:23:44,176 - wikidata12k_1n - [INFO] - [Epoch:459]: Training Loss:0.0009238 + +2023-05-13 00:23:44,392 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 00:24:05,622 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 00:24:17,924 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 00:24:39,325 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 00:24:51,497 - wikidata12k_1n - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.50949, Head : 0.35785, Avg : 0.43367 + MR: Tail : 759.9, Head : 949.32, Avg : 854.61 + Hit-1: Tail : 0.42943, Head : 0.25292, Avg : 0.34118 + Hit-3: Tail : 0.55409, Head : 0.4187, Avg : 0.48639 + Hit-10: Tail : 0.65954, Head : 0.55587, Avg : 0.6077 +2023-05-13 00:24:51,497 - wikidata12k_1n - [INFO] - [Epoch 459]: Training Loss: 0.00092384, Valid MRR: 0.44582, + + + +2023-05-13 00:24:52,139 - wikidata12k_1n - [INFO] - [E:460| 0]: Train Loss:0.00090656, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:25:54,956 - wikidata12k_1n - [INFO] - [E:460| 100]: Train Loss:0.00092061, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:26:57,712 - wikidata12k_1n - [INFO] - [E:460| 200]: Train Loss:0.00092186, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:28:00,440 - wikidata12k_1n - [INFO] - [E:460| 300]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:29:03,304 - wikidata12k_1n - [INFO] - [E:460| 400]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:30:06,121 - wikidata12k_1n - [INFO] - [E:460| 500]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:31:08,853 - wikidata12k_1n - [INFO] - [E:460| 600]: Train Loss:0.0009229, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:32:11,599 - wikidata12k_1n - [INFO] - [E:460| 700]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:33:14,364 - wikidata12k_1n - [INFO] - [E:460| 800]: Train Loss:0.0009228, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:34:17,223 - wikidata12k_1n - [INFO] - [E:460| 900]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:35:20,014 - wikidata12k_1n - [INFO] - [E:460| 1000]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:36:22,829 - wikidata12k_1n - [INFO] - [E:460| 1100]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:37:25,736 - wikidata12k_1n - [INFO] - [E:460| 1200]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:38:28,614 - wikidata12k_1n - [INFO] - [E:460| 1300]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:39:31,432 - wikidata12k_1n - [INFO] - [E:460| 1400]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:40:34,263 - wikidata12k_1n - [INFO] - [E:460| 1500]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:41:37,067 - wikidata12k_1n - [INFO] - [E:460| 1600]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:42:18,128 - wikidata12k_1n - [INFO] - [Epoch:460]: Training Loss:0.0009238 + +2023-05-13 00:42:18,344 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 00:42:39,561 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 00:42:51,838 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 00:43:13,225 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 00:43:25,410 - wikidata12k_1n - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.50886, Head : 0.37691, Avg : 0.44289 + +2023-05-13 00:43:25,410 - wikidata12k_1n - [INFO] - [Epoch 460]: Training Loss: 0.00092383, Valid MRR: 0.44582, + + + +2023-05-13 00:43:26,051 - wikidata12k_1n - [INFO] - [E:461| 0]: Train Loss:0.00090611, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:44:28,891 - wikidata12k_1n - [INFO] - [E:461| 100]: Train Loss:0.00092074, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:45:31,765 - wikidata12k_1n - [INFO] - [E:461| 200]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:46:34,553 - wikidata12k_1n - [INFO] - [E:461| 300]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:47:37,262 - wikidata12k_1n - [INFO] - [E:461| 400]: Train Loss:0.0009223, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:48:39,990 - wikidata12k_1n - [INFO] - [E:461| 500]: Train Loss:0.00092225, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:49:42,703 - wikidata12k_1n - [INFO] - [E:461| 600]: Train Loss:0.00092244, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:50:45,448 - wikidata12k_1n - [INFO] - [E:461| 700]: Train Loss:0.00092287, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:51:48,148 - wikidata12k_1n - [INFO] - [E:461| 800]: Train Loss:0.0009231, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:52:50,868 - wikidata12k_1n - [INFO] - [E:461| 900]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:53:53,676 - wikidata12k_1n - [INFO] - [E:461| 1000]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:54:56,367 - wikidata12k_1n - [INFO] - [E:461| 1100]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:55:59,102 - wikidata12k_1n - [INFO] - [E:461| 1200]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:57:01,779 - wikidata12k_1n - [INFO] - [E:461| 1300]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:58:04,479 - wikidata12k_1n - [INFO] - [E:461| 1400]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:59:07,149 - wikidata12k_1n - [INFO] - [E:461| 1500]: Train Loss:0.00092379, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:00:09,871 - wikidata12k_1n - [INFO] - [E:461| 1600]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:00:50,835 - wikidata12k_1n - [INFO] - [Epoch:461]: Training Loss:0.0009239 + +2023-05-13 01:00:51,049 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 01:01:12,245 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 01:01:24,515 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 01:01:45,969 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 01:01:58,139 - wikidata12k_1n - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.50402, Head : 0.3299, Avg : 0.41696 + +2023-05-13 01:01:58,139 - wikidata12k_1n - [INFO] - [Epoch 461]: Training Loss: 0.00092394, Valid MRR: 0.44582, + + + +2023-05-13 01:01:58,781 - wikidata12k_1n - [INFO] - [E:462| 0]: Train Loss:0.00091428, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:03:01,613 - wikidata12k_1n - [INFO] - [E:462| 100]: Train Loss:0.00092054, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:04:04,453 - wikidata12k_1n - [INFO] - [E:462| 200]: Train Loss:0.00092167, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:05:07,323 - wikidata12k_1n - [INFO] - [E:462| 300]: Train Loss:0.00092224, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:06:10,114 - wikidata12k_1n - [INFO] - [E:462| 400]: Train Loss:0.00092197, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:07:12,904 - wikidata12k_1n - [INFO] - [E:462| 500]: Train Loss:0.00092207, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:08:15,731 - wikidata12k_1n - [INFO] - [E:462| 600]: Train Loss:0.00092253, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:09:18,546 - wikidata12k_1n - [INFO] - [E:462| 700]: Train Loss:0.00092242, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:10:21,414 - wikidata12k_1n - [INFO] - [E:462| 800]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:11:24,154 - wikidata12k_1n - [INFO] - [E:462| 900]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:12:26,861 - wikidata12k_1n - [INFO] - [E:462| 1000]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:13:29,591 - wikidata12k_1n - [INFO] - [E:462| 1100]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:14:32,358 - wikidata12k_1n - [INFO] - [E:462| 1200]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:15:35,081 - wikidata12k_1n - [INFO] - [E:462| 1300]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:16:37,781 - wikidata12k_1n - [INFO] - [E:462| 1400]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:17:40,489 - wikidata12k_1n - [INFO] - [E:462| 1500]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:18:43,295 - wikidata12k_1n - [INFO] - [E:462| 1600]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:19:24,279 - wikidata12k_1n - [INFO] - [Epoch:462]: Training Loss:0.0009238 + +2023-05-13 01:19:24,493 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 01:19:45,678 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 01:19:57,941 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 01:20:19,306 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 01:20:31,452 - wikidata12k_1n - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.50996, Head : 0.35461, Avg : 0.43228 + +2023-05-13 01:20:31,452 - wikidata12k_1n - [INFO] - [Epoch 462]: Training Loss: 0.00092382, Valid MRR: 0.44582, + + + +2023-05-13 01:20:32,094 - wikidata12k_1n - [INFO] - [E:463| 0]: Train Loss:0.00093063, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:21:34,792 - wikidata12k_1n - [INFO] - [E:463| 100]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:22:37,518 - wikidata12k_1n - [INFO] - [E:463| 200]: Train Loss:0.00092351, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:23:40,237 - wikidata12k_1n - [INFO] - [E:463| 300]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:24:42,925 - wikidata12k_1n - [INFO] - [E:463| 400]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:25:45,767 - wikidata12k_1n - [INFO] - [E:463| 500]: Train Loss:0.00092363, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:26:48,677 - wikidata12k_1n - [INFO] - [E:463| 600]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:27:51,517 - wikidata12k_1n - [INFO] - [E:463| 700]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:28:54,319 - wikidata12k_1n - [INFO] - [E:463| 800]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:29:57,131 - wikidata12k_1n - [INFO] - [E:463| 900]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:30:59,974 - wikidata12k_1n - [INFO] - [E:463| 1000]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:32:02,785 - wikidata12k_1n - [INFO] - [E:463| 1100]: Train Loss:0.00092318, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:33:05,621 - wikidata12k_1n - [INFO] - [E:463| 1200]: Train Loss:0.00092357, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:34:08,435 - wikidata12k_1n - [INFO] - [E:463| 1300]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:35:11,361 - wikidata12k_1n - [INFO] - [E:463| 1400]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:36:14,083 - wikidata12k_1n - [INFO] - [E:463| 1500]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:37:16,902 - wikidata12k_1n - [INFO] - [E:463| 1600]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:37:57,953 - wikidata12k_1n - [INFO] - [Epoch:463]: Training Loss:0.0009238 + +2023-05-13 01:37:58,168 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 01:38:19,401 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 01:38:31,689 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 01:38:53,078 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 01:39:05,246 - wikidata12k_1n - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.51202, Head : 0.36242, Avg : 0.43722 + +2023-05-13 01:39:05,247 - wikidata12k_1n - [INFO] - [Epoch 463]: Training Loss: 0.00092385, Valid MRR: 0.44582, + + + +2023-05-13 01:39:05,889 - wikidata12k_1n - [INFO] - [E:464| 0]: Train Loss:0.00099721, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:40:08,735 - wikidata12k_1n - [INFO] - [E:464| 100]: Train Loss:0.00092855, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:41:11,552 - wikidata12k_1n - [INFO] - [E:464| 200]: Train Loss:0.00092561, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:42:14,262 - wikidata12k_1n - [INFO] - [E:464| 300]: Train Loss:0.00092581, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:43:17,020 - wikidata12k_1n - [INFO] - [E:464| 400]: Train Loss:0.0009259, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:44:19,777 - wikidata12k_1n - [INFO] - [E:464| 500]: Train Loss:0.00092552, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:45:22,487 - wikidata12k_1n - [INFO] - [E:464| 600]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:46:25,338 - wikidata12k_1n - [INFO] - [E:464| 700]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:47:28,126 - wikidata12k_1n - [INFO] - [E:464| 800]: Train Loss:0.00092506, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:48:30,855 - wikidata12k_1n - [INFO] - [E:464| 900]: Train Loss:0.00092477, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:49:33,578 - wikidata12k_1n - [INFO] - [E:464| 1000]: Train Loss:0.00092453, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:50:36,383 - wikidata12k_1n - [INFO] - [E:464| 1100]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:51:39,093 - wikidata12k_1n - [INFO] - [E:464| 1200]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:52:41,931 - wikidata12k_1n - [INFO] - [E:464| 1300]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:53:44,699 - wikidata12k_1n - [INFO] - [E:464| 1400]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:54:47,476 - wikidata12k_1n - [INFO] - [E:464| 1500]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:55:50,187 - wikidata12k_1n - [INFO] - [E:464| 1600]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:56:31,180 - wikidata12k_1n - [INFO] - [Epoch:464]: Training Loss:0.0009239 + +2023-05-13 01:56:31,395 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 01:56:52,593 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 01:57:04,865 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 01:57:26,239 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 01:57:38,383 - wikidata12k_1n - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.5053, Head : 0.34778, Avg : 0.42654 + +2023-05-13 01:57:38,384 - wikidata12k_1n - [INFO] - [Epoch 464]: Training Loss: 0.00092387, Valid MRR: 0.44582, + + + +2023-05-13 01:57:39,026 - wikidata12k_1n - [INFO] - [E:465| 0]: Train Loss:0.00091464, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:58:41,830 - wikidata12k_1n - [INFO] - [E:465| 100]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:59:44,653 - wikidata12k_1n - [INFO] - [E:465| 200]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:00:47,550 - wikidata12k_1n - [INFO] - [E:465| 300]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:01:50,347 - wikidata12k_1n - [INFO] - [E:465| 400]: Train Loss:0.00092292, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:02:53,153 - wikidata12k_1n - [INFO] - [E:465| 500]: Train Loss:0.00092322, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:03:55,980 - wikidata12k_1n - [INFO] - [E:465| 600]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:04:58,792 - wikidata12k_1n - [INFO] - [E:465| 700]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:06:01,600 - wikidata12k_1n - [INFO] - [E:465| 800]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:07:04,428 - wikidata12k_1n - [INFO] - [E:465| 900]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:08:07,260 - wikidata12k_1n - [INFO] - [E:465| 1000]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:09:10,099 - wikidata12k_1n - [INFO] - [E:465| 1100]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:10:12,836 - wikidata12k_1n - [INFO] - [E:465| 1200]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:11:15,520 - wikidata12k_1n - [INFO] - [E:465| 1300]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:12:18,275 - wikidata12k_1n - [INFO] - [E:465| 1400]: Train Loss:0.00092351, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:13:21,114 - wikidata12k_1n - [INFO] - [E:465| 1500]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:14:23,900 - wikidata12k_1n - [INFO] - [E:465| 1600]: Train Loss:0.00092363, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:15:04,873 - wikidata12k_1n - [INFO] - [Epoch:465]: Training Loss:0.0009237 + +2023-05-13 02:15:05,089 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 02:15:26,287 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 02:15:38,568 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 02:15:59,927 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 02:16:12,088 - wikidata12k_1n - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.5084, Head : 0.34414, Avg : 0.42627 + +2023-05-13 02:16:12,088 - wikidata12k_1n - [INFO] - [Epoch 465]: Training Loss: 0.00092368, Valid MRR: 0.44582, + + + +2023-05-13 02:16:12,730 - wikidata12k_1n - [INFO] - [E:466| 0]: Train Loss:0.00093661, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:17:15,506 - wikidata12k_1n - [INFO] - [E:466| 100]: Train Loss:0.00092144, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:18:18,237 - wikidata12k_1n - [INFO] - [E:466| 200]: Train Loss:0.00092071, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:19:21,083 - wikidata12k_1n - [INFO] - [E:466| 300]: Train Loss:0.00092144, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:20:23,789 - wikidata12k_1n - [INFO] - [E:466| 400]: Train Loss:0.00092178, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:21:26,548 - wikidata12k_1n - [INFO] - [E:466| 500]: Train Loss:0.00092223, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:22:29,291 - wikidata12k_1n - [INFO] - [E:466| 600]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:23:32,069 - wikidata12k_1n - [INFO] - [E:466| 700]: Train Loss:0.00092404, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:24:34,900 - wikidata12k_1n - [INFO] - [E:466| 800]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:25:37,779 - wikidata12k_1n - [INFO] - [E:466| 900]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:26:40,543 - wikidata12k_1n - [INFO] - [E:466| 1000]: Train Loss:0.00092414, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:27:43,305 - wikidata12k_1n - [INFO] - [E:466| 1100]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:28:46,109 - wikidata12k_1n - [INFO] - [E:466| 1200]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:29:48,925 - wikidata12k_1n - [INFO] - [E:466| 1300]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:30:51,691 - wikidata12k_1n - [INFO] - [E:466| 1400]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:31:54,462 - wikidata12k_1n - [INFO] - [E:466| 1500]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:32:57,224 - wikidata12k_1n - [INFO] - [E:466| 1600]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:33:38,348 - wikidata12k_1n - [INFO] - [Epoch:466]: Training Loss:0.000924 + +2023-05-13 02:33:38,563 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 02:33:59,780 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 02:34:12,083 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 02:34:33,458 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 02:34:45,616 - wikidata12k_1n - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.50801, Head : 0.34438, Avg : 0.42619 + +2023-05-13 02:34:45,616 - wikidata12k_1n - [INFO] - [Epoch 466]: Training Loss: 0.00092396, Valid MRR: 0.44582, + + + +2023-05-13 02:34:46,257 - wikidata12k_1n - [INFO] - [E:467| 0]: Train Loss:0.00091397, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:35:49,043 - wikidata12k_1n - [INFO] - [E:467| 100]: Train Loss:0.00092142, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:36:51,819 - wikidata12k_1n - [INFO] - [E:467| 200]: Train Loss:0.0009209, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:37:54,546 - wikidata12k_1n - [INFO] - [E:467| 300]: Train Loss:0.00092111, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:38:57,275 - wikidata12k_1n - [INFO] - [E:467| 400]: Train Loss:0.00092181, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:39:59,985 - wikidata12k_1n - [INFO] - [E:467| 500]: Train Loss:0.00092206, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:41:02,713 - wikidata12k_1n - [INFO] - [E:467| 600]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:42:05,582 - wikidata12k_1n - [INFO] - [E:467| 700]: Train Loss:0.00092314, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:43:08,381 - wikidata12k_1n - [INFO] - [E:467| 800]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:44:11,203 - wikidata12k_1n - [INFO] - [E:467| 900]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:45:13,936 - wikidata12k_1n - [INFO] - [E:467| 1000]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:46:16,654 - wikidata12k_1n - [INFO] - [E:467| 1100]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:47:19,412 - wikidata12k_1n - [INFO] - [E:467| 1200]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:48:22,256 - wikidata12k_1n - [INFO] - [E:467| 1300]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:49:25,065 - wikidata12k_1n - [INFO] - [E:467| 1400]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:50:27,933 - wikidata12k_1n - [INFO] - [E:467| 1500]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:51:30,685 - wikidata12k_1n - [INFO] - [E:467| 1600]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:52:11,698 - wikidata12k_1n - [INFO] - [Epoch:467]: Training Loss:0.000924 + +2023-05-13 02:52:11,914 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 02:52:33,133 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 02:52:45,425 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 02:53:06,826 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 02:53:19,002 - wikidata12k_1n - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.51144, Head : 0.35691, Avg : 0.43418 + +2023-05-13 02:53:19,002 - wikidata12k_1n - [INFO] - [Epoch 467]: Training Loss: 0.00092403, Valid MRR: 0.44582, + + + +2023-05-13 02:53:19,643 - wikidata12k_1n - [INFO] - [E:468| 0]: Train Loss:0.00096207, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:54:22,403 - wikidata12k_1n - [INFO] - [E:468| 100]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:55:25,137 - wikidata12k_1n - [INFO] - [E:468| 200]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:56:27,947 - wikidata12k_1n - [INFO] - [E:468| 300]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:57:30,735 - wikidata12k_1n - [INFO] - [E:468| 400]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:58:33,608 - wikidata12k_1n - [INFO] - [E:468| 500]: Train Loss:0.00092289, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:59:36,341 - wikidata12k_1n - [INFO] - [E:468| 600]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:00:39,117 - wikidata12k_1n - [INFO] - [E:468| 700]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:01:41,839 - wikidata12k_1n - [INFO] - [E:468| 800]: Train Loss:0.00092369, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:02:44,572 - wikidata12k_1n - [INFO] - [E:468| 900]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:03:47,325 - wikidata12k_1n - [INFO] - [E:468| 1000]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:04:50,080 - wikidata12k_1n - [INFO] - [E:468| 1100]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:05:52,850 - wikidata12k_1n - [INFO] - [E:468| 1200]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:06:55,663 - wikidata12k_1n - [INFO] - [E:468| 1300]: Train Loss:0.00092361, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:07:58,430 - wikidata12k_1n - [INFO] - [E:468| 1400]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:09:01,179 - wikidata12k_1n - [INFO] - [E:468| 1500]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:10:04,030 - wikidata12k_1n - [INFO] - [E:468| 1600]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:10:45,070 - wikidata12k_1n - [INFO] - [Epoch:468]: Training Loss:0.0009237 + +2023-05-13 03:10:45,286 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 03:11:06,547 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 03:11:18,850 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 03:11:40,265 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 03:11:52,453 - wikidata12k_1n - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.51003, Head : 0.32859, Avg : 0.41931 + +2023-05-13 03:11:52,453 - wikidata12k_1n - [INFO] - [Epoch 468]: Training Loss: 0.00092367, Valid MRR: 0.44582, + + + +2023-05-13 03:11:53,095 - wikidata12k_1n - [INFO] - [E:469| 0]: Train Loss:0.00091167, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:12:55,967 - wikidata12k_1n - [INFO] - [E:469| 100]: Train Loss:0.00092282, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:13:58,768 - wikidata12k_1n - [INFO] - [E:469| 200]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:15:01,559 - wikidata12k_1n - [INFO] - [E:469| 300]: Train Loss:0.00092304, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:16:04,438 - wikidata12k_1n - [INFO] - [E:469| 400]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:17:07,323 - wikidata12k_1n - [INFO] - [E:469| 500]: Train Loss:0.00092302, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:18:10,146 - wikidata12k_1n - [INFO] - [E:469| 600]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:19:12,942 - wikidata12k_1n - [INFO] - [E:469| 700]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:20:15,793 - wikidata12k_1n - [INFO] - [E:469| 800]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:21:18,649 - wikidata12k_1n - [INFO] - [E:469| 900]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:22:21,464 - wikidata12k_1n - [INFO] - [E:469| 1000]: Train Loss:0.0009233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:23:24,350 - wikidata12k_1n - [INFO] - [E:469| 1100]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:24:27,229 - wikidata12k_1n - [INFO] - [E:469| 1200]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:25:30,002 - wikidata12k_1n - [INFO] - [E:469| 1300]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:26:32,843 - wikidata12k_1n - [INFO] - [E:469| 1400]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:27:35,675 - wikidata12k_1n - [INFO] - [E:469| 1500]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:28:38,497 - wikidata12k_1n - [INFO] - [E:469| 1600]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:29:19,512 - wikidata12k_1n - [INFO] - [Epoch:469]: Training Loss:0.0009237 + +2023-05-13 03:29:19,728 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 03:29:40,943 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 03:29:53,231 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 03:30:14,623 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 03:30:26,781 - wikidata12k_1n - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.50483, Head : 0.34392, Avg : 0.42437 + MR: Tail : 777.76, Head : 967.07, Avg : 872.42 + Hit-1: Tail : 0.41998, Head : 0.23773, Avg : 0.32885 + Hit-3: Tail : 0.55508, Head : 0.40237, Avg : 0.47872 + Hit-10: Tail : 0.65964, Head : 0.55582, Avg : 0.60773 +2023-05-13 03:30:26,781 - wikidata12k_1n - [INFO] - [Epoch 469]: Training Loss: 0.00092373, Valid MRR: 0.44582, + + + +2023-05-13 03:30:27,425 - wikidata12k_1n - [INFO] - [E:470| 0]: Train Loss:0.00091701, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:31:30,165 - wikidata12k_1n - [INFO] - [E:470| 100]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:32:33,062 - wikidata12k_1n - [INFO] - [E:470| 200]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:33:35,884 - wikidata12k_1n - [INFO] - [E:470| 300]: Train Loss:0.00092297, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:34:38,645 - wikidata12k_1n - [INFO] - [E:470| 400]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:35:41,446 - wikidata12k_1n - [INFO] - [E:470| 500]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:36:44,250 - wikidata12k_1n - [INFO] - [E:470| 600]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:37:46,974 - wikidata12k_1n - [INFO] - [E:470| 700]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:38:49,683 - wikidata12k_1n - [INFO] - [E:470| 800]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:39:52,507 - wikidata12k_1n - [INFO] - [E:470| 900]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:40:55,473 - wikidata12k_1n - [INFO] - [E:470| 1000]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:41:58,349 - wikidata12k_1n - [INFO] - [E:470| 1100]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:43:01,096 - wikidata12k_1n - [INFO] - [E:470| 1200]: Train Loss:0.00092357, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:44:03,814 - wikidata12k_1n - [INFO] - [E:470| 1300]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:45:06,569 - wikidata12k_1n - [INFO] - [E:470| 1400]: Train Loss:0.00092379, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:46:09,308 - wikidata12k_1n - [INFO] - [E:470| 1500]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:47:12,066 - wikidata12k_1n - [INFO] - [E:470| 1600]: Train Loss:0.00092361, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:47:53,060 - wikidata12k_1n - [INFO] - [Epoch:470]: Training Loss:0.0009237 + +2023-05-13 03:47:53,276 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 03:48:14,502 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 03:48:26,819 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 03:48:48,242 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 03:49:00,419 - wikidata12k_1n - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.50999, Head : 0.31641, Avg : 0.4132 + +2023-05-13 03:49:00,419 - wikidata12k_1n - [INFO] - [Epoch 470]: Training Loss: 0.0009237, Valid MRR: 0.44582, + + + +2023-05-13 03:49:01,064 - wikidata12k_1n - [INFO] - [E:471| 0]: Train Loss:0.00091161, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:50:03,920 - wikidata12k_1n - [INFO] - [E:471| 100]: Train Loss:0.00092201, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:51:06,718 - wikidata12k_1n - [INFO] - [E:471| 200]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:52:09,586 - wikidata12k_1n - [INFO] - [E:471| 300]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:53:12,458 - wikidata12k_1n - [INFO] - [E:471| 400]: Train Loss:0.00092404, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:54:15,218 - wikidata12k_1n - [INFO] - [E:471| 500]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:55:17,979 - wikidata12k_1n - [INFO] - [E:471| 600]: Train Loss:0.00092449, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:56:20,715 - wikidata12k_1n - [INFO] - [E:471| 700]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:57:23,584 - wikidata12k_1n - [INFO] - [E:471| 800]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:58:26,444 - wikidata12k_1n - [INFO] - [E:471| 900]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:59:29,314 - wikidata12k_1n - [INFO] - [E:471| 1000]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:00:32,153 - wikidata12k_1n - [INFO] - [E:471| 1100]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:01:35,015 - wikidata12k_1n - [INFO] - [E:471| 1200]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:02:37,781 - wikidata12k_1n - [INFO] - [E:471| 1300]: Train Loss:0.00092383, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:03:40,604 - wikidata12k_1n - [INFO] - [E:471| 1400]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:04:43,415 - wikidata12k_1n - [INFO] - [E:471| 1500]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:05:46,233 - wikidata12k_1n - [INFO] - [E:471| 1600]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:06:27,299 - wikidata12k_1n - [INFO] - [Epoch:471]: Training Loss:0.0009236 + +2023-05-13 04:06:27,514 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 04:06:48,736 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 04:07:01,044 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 04:07:22,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 04:07:34,598 - wikidata12k_1n - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.50709, Head : 0.35074, Avg : 0.42892 + +2023-05-13 04:07:34,598 - wikidata12k_1n - [INFO] - [Epoch 471]: Training Loss: 0.00092356, Valid MRR: 0.44582, + + + +2023-05-13 04:07:35,239 - wikidata12k_1n - [INFO] - [E:472| 0]: Train Loss:0.0009069, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:08:37,990 - wikidata12k_1n - [INFO] - [E:472| 100]: Train Loss:0.00092654, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:09:40,771 - wikidata12k_1n - [INFO] - [E:472| 200]: Train Loss:0.00092567, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:10:43,602 - wikidata12k_1n - [INFO] - [E:472| 300]: Train Loss:0.00092659, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:11:46,480 - wikidata12k_1n - [INFO] - [E:472| 400]: Train Loss:0.00092591, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:12:49,267 - wikidata12k_1n - [INFO] - [E:472| 500]: Train Loss:0.00092541, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:13:52,079 - wikidata12k_1n - [INFO] - [E:472| 600]: Train Loss:0.00092548, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:14:54,926 - wikidata12k_1n - [INFO] - [E:472| 700]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:15:57,685 - wikidata12k_1n - [INFO] - [E:472| 800]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:17:00,419 - wikidata12k_1n - [INFO] - [E:472| 900]: Train Loss:0.00092493, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:18:03,284 - wikidata12k_1n - [INFO] - [E:472| 1000]: Train Loss:0.00092436, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:19:06,162 - wikidata12k_1n - [INFO] - [E:472| 1100]: Train Loss:0.00092429, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:20:09,016 - wikidata12k_1n - [INFO] - [E:472| 1200]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:21:11,863 - wikidata12k_1n - [INFO] - [E:472| 1300]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:22:14,739 - wikidata12k_1n - [INFO] - [E:472| 1400]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:23:17,652 - wikidata12k_1n - [INFO] - [E:472| 1500]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:24:20,494 - wikidata12k_1n - [INFO] - [E:472| 1600]: Train Loss:0.00092342, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:25:01,548 - wikidata12k_1n - [INFO] - [Epoch:472]: Training Loss:0.0009235 + +2023-05-13 04:25:01,762 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 04:25:22,987 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 04:25:35,279 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 04:25:56,677 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 04:26:08,850 - wikidata12k_1n - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.51087, Head : 0.34591, Avg : 0.42839 + +2023-05-13 04:26:08,850 - wikidata12k_1n - [INFO] - [Epoch 472]: Training Loss: 0.00092353, Valid MRR: 0.44582, + + + +2023-05-13 04:26:09,492 - wikidata12k_1n - [INFO] - [E:473| 0]: Train Loss:0.00093812, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:27:12,345 - wikidata12k_1n - [INFO] - [E:473| 100]: Train Loss:0.00092328, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:28:15,171 - wikidata12k_1n - [INFO] - [E:473| 200]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:29:17,930 - wikidata12k_1n - [INFO] - [E:473| 300]: Train Loss:0.00092261, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:30:20,701 - wikidata12k_1n - [INFO] - [E:473| 400]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:31:23,523 - wikidata12k_1n - [INFO] - [E:473| 500]: Train Loss:0.00092208, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:32:26,272 - wikidata12k_1n - [INFO] - [E:473| 600]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:33:29,076 - wikidata12k_1n - [INFO] - [E:473| 700]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:34:31,892 - wikidata12k_1n - [INFO] - [E:473| 800]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:35:34,709 - wikidata12k_1n - [INFO] - [E:473| 900]: Train Loss:0.00092383, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:36:37,582 - wikidata12k_1n - [INFO] - [E:473| 1000]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:37:40,407 - wikidata12k_1n - [INFO] - [E:473| 1100]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:38:43,249 - wikidata12k_1n - [INFO] - [E:473| 1200]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:39:46,072 - wikidata12k_1n - [INFO] - [E:473| 1300]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:40:48,814 - wikidata12k_1n - [INFO] - [E:473| 1400]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:41:51,612 - wikidata12k_1n - [INFO] - [E:473| 1500]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:42:54,446 - wikidata12k_1n - [INFO] - [E:473| 1600]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:43:35,536 - wikidata12k_1n - [INFO] - [Epoch:473]: Training Loss:0.0009236 + +2023-05-13 04:43:35,752 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 04:43:57,034 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 04:44:09,343 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 04:44:30,767 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 04:44:42,951 - wikidata12k_1n - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.50594, Head : 0.37134, Avg : 0.43864 + +2023-05-13 04:44:42,952 - wikidata12k_1n - [INFO] - [Epoch 473]: Training Loss: 0.00092357, Valid MRR: 0.44582, + + + +2023-05-13 04:44:43,594 - wikidata12k_1n - [INFO] - [E:474| 0]: Train Loss:0.00090343, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:45:46,446 - wikidata12k_1n - [INFO] - [E:474| 100]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:46:49,214 - wikidata12k_1n - [INFO] - [E:474| 200]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:47:52,059 - wikidata12k_1n - [INFO] - [E:474| 300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:48:54,834 - wikidata12k_1n - [INFO] - [E:474| 400]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:49:57,659 - wikidata12k_1n - [INFO] - [E:474| 500]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:51:00,532 - wikidata12k_1n - [INFO] - [E:474| 600]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:52:03,382 - wikidata12k_1n - [INFO] - [E:474| 700]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:53:06,197 - wikidata12k_1n - [INFO] - [E:474| 800]: Train Loss:0.00092409, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:54:08,996 - wikidata12k_1n - [INFO] - [E:474| 900]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:55:11,787 - wikidata12k_1n - [INFO] - [E:474| 1000]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:56:14,712 - wikidata12k_1n - [INFO] - [E:474| 1100]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:57:17,471 - wikidata12k_1n - [INFO] - [E:474| 1200]: Train Loss:0.0009241, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:58:20,306 - wikidata12k_1n - [INFO] - [E:474| 1300]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:59:23,106 - wikidata12k_1n - [INFO] - [E:474| 1400]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:00:25,942 - wikidata12k_1n - [INFO] - [E:474| 1500]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:01:28,793 - wikidata12k_1n - [INFO] - [E:474| 1600]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:02:09,835 - wikidata12k_1n - [INFO] - [Epoch:474]: Training Loss:0.0009236 + +2023-05-13 05:02:10,049 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 05:02:31,282 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 05:02:43,577 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 05:03:05,006 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 05:03:17,183 - wikidata12k_1n - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.50497, Head : 0.36425, Avg : 0.43461 + +2023-05-13 05:03:17,183 - wikidata12k_1n - [INFO] - [Epoch 474]: Training Loss: 0.00092359, Valid MRR: 0.44582, + + + +2023-05-13 05:03:17,828 - wikidata12k_1n - [INFO] - [E:475| 0]: Train Loss:0.00090893, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:04:20,679 - wikidata12k_1n - [INFO] - [E:475| 100]: Train Loss:0.00092122, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:05:23,623 - wikidata12k_1n - [INFO] - [E:475| 200]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:06:26,484 - wikidata12k_1n - [INFO] - [E:475| 300]: Train Loss:0.00092337, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:07:29,368 - wikidata12k_1n - [INFO] - [E:475| 400]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:08:32,255 - wikidata12k_1n - [INFO] - [E:475| 500]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:09:35,163 - wikidata12k_1n - [INFO] - [E:475| 600]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:10:38,025 - wikidata12k_1n - [INFO] - [E:475| 700]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:11:40,937 - wikidata12k_1n - [INFO] - [E:475| 800]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:12:43,757 - wikidata12k_1n - [INFO] - [E:475| 900]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:13:46,648 - wikidata12k_1n - [INFO] - [E:475| 1000]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:14:49,527 - wikidata12k_1n - [INFO] - [E:475| 1100]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:15:52,360 - wikidata12k_1n - [INFO] - [E:475| 1200]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:16:55,187 - wikidata12k_1n - [INFO] - [E:475| 1300]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:17:57,988 - wikidata12k_1n - [INFO] - [E:475| 1400]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:19:00,759 - wikidata12k_1n - [INFO] - [E:475| 1500]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:20:03,537 - wikidata12k_1n - [INFO] - [E:475| 1600]: Train Loss:0.00092329, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:20:44,604 - wikidata12k_1n - [INFO] - [Epoch:475]: Training Loss:0.0009233 + +2023-05-13 05:20:44,818 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 05:21:06,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 05:21:18,395 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 05:21:39,846 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 05:21:52,024 - wikidata12k_1n - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.50232, Head : 0.34983, Avg : 0.42607 + +2023-05-13 05:21:52,024 - wikidata12k_1n - [INFO] - [Epoch 475]: Training Loss: 0.00092329, Valid MRR: 0.44582, + + + +2023-05-13 05:21:52,668 - wikidata12k_1n - [INFO] - [E:476| 0]: Train Loss:0.0009147, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:22:55,434 - wikidata12k_1n - [INFO] - [E:476| 100]: Train Loss:0.00092035, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:23:58,186 - wikidata12k_1n - [INFO] - [E:476| 200]: Train Loss:0.000922, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:25:01,027 - wikidata12k_1n - [INFO] - [E:476| 300]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:26:03,846 - wikidata12k_1n - [INFO] - [E:476| 400]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:27:06,620 - wikidata12k_1n - [INFO] - [E:476| 500]: Train Loss:0.00092329, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:28:09,465 - wikidata12k_1n - [INFO] - [E:476| 600]: Train Loss:0.00092292, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:29:12,341 - wikidata12k_1n - [INFO] - [E:476| 700]: Train Loss:0.00092269, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:30:15,267 - wikidata12k_1n - [INFO] - [E:476| 800]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:31:18,099 - wikidata12k_1n - [INFO] - [E:476| 900]: Train Loss:0.0009229, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:32:20,899 - wikidata12k_1n - [INFO] - [E:476| 1000]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:33:23,639 - wikidata12k_1n - [INFO] - [E:476| 1100]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:34:26,398 - wikidata12k_1n - [INFO] - [E:476| 1200]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:35:29,165 - wikidata12k_1n - [INFO] - [E:476| 1300]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:36:32,041 - wikidata12k_1n - [INFO] - [E:476| 1400]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:37:34,943 - wikidata12k_1n - [INFO] - [E:476| 1500]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:38:37,864 - wikidata12k_1n - [INFO] - [E:476| 1600]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:39:18,906 - wikidata12k_1n - [INFO] - [Epoch:476]: Training Loss:0.0009235 + +2023-05-13 05:39:19,127 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 05:39:40,378 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 05:39:52,702 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 05:40:14,122 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 05:40:26,314 - wikidata12k_1n - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.50731, Head : 0.36962, Avg : 0.43846 + +2023-05-13 05:40:26,314 - wikidata12k_1n - [INFO] - [Epoch 476]: Training Loss: 0.00092349, Valid MRR: 0.44582, + + + +2023-05-13 05:40:26,958 - wikidata12k_1n - [INFO] - [E:477| 0]: Train Loss:0.00090448, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:41:29,857 - wikidata12k_1n - [INFO] - [E:477| 100]: Train Loss:0.00092085, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:42:32,733 - wikidata12k_1n - [INFO] - [E:477| 200]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:43:35,531 - wikidata12k_1n - [INFO] - [E:477| 300]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:44:38,382 - wikidata12k_1n - [INFO] - [E:477| 400]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:45:41,194 - wikidata12k_1n - [INFO] - [E:477| 500]: Train Loss:0.00092376, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:46:43,982 - wikidata12k_1n - [INFO] - [E:477| 600]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:47:46,883 - wikidata12k_1n - [INFO] - [E:477| 700]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:48:49,714 - wikidata12k_1n - [INFO] - [E:477| 800]: Train Loss:0.00092337, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:49:52,498 - wikidata12k_1n - [INFO] - [E:477| 900]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:50:55,326 - wikidata12k_1n - [INFO] - [E:477| 1000]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:51:58,221 - wikidata12k_1n - [INFO] - [E:477| 1100]: Train Loss:0.00092298, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:53:01,055 - wikidata12k_1n - [INFO] - [E:477| 1200]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:54:03,845 - wikidata12k_1n - [INFO] - [E:477| 1300]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:55:06,581 - wikidata12k_1n - [INFO] - [E:477| 1400]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:56:09,518 - wikidata12k_1n - [INFO] - [E:477| 1500]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:57:12,408 - wikidata12k_1n - [INFO] - [E:477| 1600]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:57:53,464 - wikidata12k_1n - [INFO] - [Epoch:477]: Training Loss:0.0009233 + +2023-05-13 05:57:53,680 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 05:58:14,927 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 05:58:27,224 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 05:58:48,756 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 05:59:00,925 - wikidata12k_1n - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.50726, Head : 0.36484, Avg : 0.43605 + +2023-05-13 05:59:00,926 - wikidata12k_1n - [INFO] - [Epoch 477]: Training Loss: 0.00092333, Valid MRR: 0.44582, + + + +2023-05-13 05:59:01,572 - wikidata12k_1n - [INFO] - [E:478| 0]: Train Loss:0.00093076, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:00:04,368 - wikidata12k_1n - [INFO] - [E:478| 100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:01:07,150 - wikidata12k_1n - [INFO] - [E:478| 200]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:02:10,026 - wikidata12k_1n - [INFO] - [E:478| 300]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:03:12,908 - wikidata12k_1n - [INFO] - [E:478| 400]: Train Loss:0.00092249, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:04:15,792 - wikidata12k_1n - [INFO] - [E:478| 500]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:05:18,644 - wikidata12k_1n - [INFO] - [E:478| 600]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:06:21,536 - wikidata12k_1n - [INFO] - [E:478| 700]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:07:24,370 - wikidata12k_1n - [INFO] - [E:478| 800]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:08:27,216 - wikidata12k_1n - [INFO] - [E:478| 900]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:09:30,065 - wikidata12k_1n - [INFO] - [E:478| 1000]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:10:32,947 - wikidata12k_1n - [INFO] - [E:478| 1100]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:11:35,783 - wikidata12k_1n - [INFO] - [E:478| 1200]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:12:38,710 - wikidata12k_1n - [INFO] - [E:478| 1300]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:13:41,573 - wikidata12k_1n - [INFO] - [E:478| 1400]: Train Loss:0.0009233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:14:44,331 - wikidata12k_1n - [INFO] - [E:478| 1500]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:15:47,178 - wikidata12k_1n - [INFO] - [E:478| 1600]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:16:28,204 - wikidata12k_1n - [INFO] - [Epoch:478]: Training Loss:0.0009234 + +2023-05-13 06:16:28,420 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 06:16:49,678 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 06:17:01,985 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 06:17:23,395 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 06:17:35,576 - wikidata12k_1n - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.50885, Head : 0.33884, Avg : 0.42385 + +2023-05-13 06:17:35,576 - wikidata12k_1n - [INFO] - [Epoch 478]: Training Loss: 0.00092342, Valid MRR: 0.44582, + + + +2023-05-13 06:17:36,220 - wikidata12k_1n - [INFO] - [E:479| 0]: Train Loss:0.00091048, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:18:39,073 - wikidata12k_1n - [INFO] - [E:479| 100]: Train Loss:0.00092168, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:19:41,927 - wikidata12k_1n - [INFO] - [E:479| 200]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:20:44,820 - wikidata12k_1n - [INFO] - [E:479| 300]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:21:47,615 - wikidata12k_1n - [INFO] - [E:479| 400]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:22:50,468 - wikidata12k_1n - [INFO] - [E:479| 500]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:23:53,310 - wikidata12k_1n - [INFO] - [E:479| 600]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:24:56,074 - wikidata12k_1n - [INFO] - [E:479| 700]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:25:58,899 - wikidata12k_1n - [INFO] - [E:479| 800]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:27:01,714 - wikidata12k_1n - [INFO] - [E:479| 900]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:28:04,582 - wikidata12k_1n - [INFO] - [E:479| 1000]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:29:07,485 - wikidata12k_1n - [INFO] - [E:479| 1100]: Train Loss:0.00092318, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:30:10,294 - wikidata12k_1n - [INFO] - [E:479| 1200]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:31:13,233 - wikidata12k_1n - [INFO] - [E:479| 1300]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:32:16,128 - wikidata12k_1n - [INFO] - [E:479| 1400]: Train Loss:0.00092335, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:33:19,012 - wikidata12k_1n - [INFO] - [E:479| 1500]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:34:21,897 - wikidata12k_1n - [INFO] - [E:479| 1600]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:35:02,978 - wikidata12k_1n - [INFO] - [Epoch:479]: Training Loss:0.0009234 + +2023-05-13 06:35:03,193 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 06:35:24,442 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 06:35:36,745 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 06:35:58,174 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 06:36:10,364 - wikidata12k_1n - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.50946, Head : 0.36296, Avg : 0.43621 + MR: Tail : 770.76, Head : 949.91, Avg : 860.33 + Hit-1: Tail : 0.42671, Head : 0.26183, Avg : 0.34427 + Hit-3: Tail : 0.55864, Head : 0.41523, Avg : 0.48694 + Hit-10: Tail : 0.65929, Head : 0.5575, Avg : 0.6084 +2023-05-13 06:36:10,364 - wikidata12k_1n - [INFO] - [Epoch 479]: Training Loss: 0.00092344, Valid MRR: 0.44582, + + + +2023-05-13 06:36:11,006 - wikidata12k_1n - [INFO] - [E:480| 0]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:37:13,943 - wikidata12k_1n - [INFO] - [E:480| 100]: Train Loss:0.00092074, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:38:16,740 - wikidata12k_1n - [INFO] - [E:480| 200]: Train Loss:0.00092131, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:39:19,624 - wikidata12k_1n - [INFO] - [E:480| 300]: Train Loss:0.00092151, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:40:22,438 - wikidata12k_1n - [INFO] - [E:480| 400]: Train Loss:0.00092212, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:41:25,230 - wikidata12k_1n - [INFO] - [E:480| 500]: Train Loss:0.00092185, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:42:28,093 - wikidata12k_1n - [INFO] - [E:480| 600]: Train Loss:0.00092233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:43:30,992 - wikidata12k_1n - [INFO] - [E:480| 700]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:44:33,769 - wikidata12k_1n - [INFO] - [E:480| 800]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:45:36,582 - wikidata12k_1n - [INFO] - [E:480| 900]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:46:39,517 - wikidata12k_1n - [INFO] - [E:480| 1000]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:47:42,348 - wikidata12k_1n - [INFO] - [E:480| 1100]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:48:45,133 - wikidata12k_1n - [INFO] - [E:480| 1200]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:49:47,975 - wikidata12k_1n - [INFO] - [E:480| 1300]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:50:50,796 - wikidata12k_1n - [INFO] - [E:480| 1400]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:51:53,622 - wikidata12k_1n - [INFO] - [E:480| 1500]: Train Loss:0.0009231, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:52:56,446 - wikidata12k_1n - [INFO] - [E:480| 1600]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:53:37,494 - wikidata12k_1n - [INFO] - [Epoch:480]: Training Loss:0.0009234 + +2023-05-13 06:53:37,711 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 06:53:58,953 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 06:54:11,257 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 06:54:32,762 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 06:54:44,964 - wikidata12k_1n - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.51296, Head : 0.35427, Avg : 0.43361 + +2023-05-13 06:54:44,964 - wikidata12k_1n - [INFO] - [Epoch 480]: Training Loss: 0.00092341, Valid MRR: 0.44582, + + + +2023-05-13 06:54:45,607 - wikidata12k_1n - [INFO] - [E:481| 0]: Train Loss:0.00091479, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:55:48,504 - wikidata12k_1n - [INFO] - [E:481| 100]: Train Loss:0.00092739, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:56:51,274 - wikidata12k_1n - [INFO] - [E:481| 200]: Train Loss:0.00092565, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:57:54,050 - wikidata12k_1n - [INFO] - [E:481| 300]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:58:56,849 - wikidata12k_1n - [INFO] - [E:481| 400]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:59:59,591 - wikidata12k_1n - [INFO] - [E:481| 500]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:01:02,476 - wikidata12k_1n - [INFO] - [E:481| 600]: Train Loss:0.00092363, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:02:05,248 - wikidata12k_1n - [INFO] - [E:481| 700]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:03:08,124 - wikidata12k_1n - [INFO] - [E:481| 800]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:04:10,955 - wikidata12k_1n - [INFO] - [E:481| 900]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:05:13,791 - wikidata12k_1n - [INFO] - [E:481| 1000]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:06:16,585 - wikidata12k_1n - [INFO] - [E:481| 1100]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:07:19,327 - wikidata12k_1n - [INFO] - [E:481| 1200]: Train Loss:0.00092397, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:08:22,136 - wikidata12k_1n - [INFO] - [E:481| 1300]: Train Loss:0.00092387, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:09:24,970 - wikidata12k_1n - [INFO] - [E:481| 1400]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:10:27,838 - wikidata12k_1n - [INFO] - [E:481| 1500]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:11:30,742 - wikidata12k_1n - [INFO] - [E:481| 1600]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:12:11,835 - wikidata12k_1n - [INFO] - [Epoch:481]: Training Loss:0.0009234 + +2023-05-13 07:12:12,050 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 07:12:33,303 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 07:12:45,625 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 07:13:07,053 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 07:13:19,236 - wikidata12k_1n - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.50825, Head : 0.36263, Avg : 0.43544 + +2023-05-13 07:13:19,236 - wikidata12k_1n - [INFO] - [Epoch 481]: Training Loss: 0.00092343, Valid MRR: 0.44582, + + + +2023-05-13 07:13:19,878 - wikidata12k_1n - [INFO] - [E:482| 0]: Train Loss:0.00091324, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:14:22,729 - wikidata12k_1n - [INFO] - [E:482| 100]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:15:25,529 - wikidata12k_1n - [INFO] - [E:482| 200]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:16:28,418 - wikidata12k_1n - [INFO] - [E:482| 300]: Train Loss:0.00092502, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:17:31,236 - wikidata12k_1n - [INFO] - [E:482| 400]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:18:34,043 - wikidata12k_1n - [INFO] - [E:482| 500]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:19:36,920 - wikidata12k_1n - [INFO] - [E:482| 600]: Train Loss:0.00092393, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:20:39,694 - wikidata12k_1n - [INFO] - [E:482| 700]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:21:42,439 - wikidata12k_1n - [INFO] - [E:482| 800]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:22:45,207 - wikidata12k_1n - [INFO] - [E:482| 900]: Train Loss:0.00092314, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:23:48,000 - wikidata12k_1n - [INFO] - [E:482| 1000]: Train Loss:0.0009231, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:24:50,861 - wikidata12k_1n - [INFO] - [E:482| 1100]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:25:53,766 - wikidata12k_1n - [INFO] - [E:482| 1200]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:26:56,647 - wikidata12k_1n - [INFO] - [E:482| 1300]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:27:59,591 - wikidata12k_1n - [INFO] - [E:482| 1400]: Train Loss:0.00092324, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:29:02,415 - wikidata12k_1n - [INFO] - [E:482| 1500]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:30:05,254 - wikidata12k_1n - [INFO] - [E:482| 1600]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:30:46,327 - wikidata12k_1n - [INFO] - [Epoch:482]: Training Loss:0.0009234 + +2023-05-13 07:30:46,543 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 07:31:07,785 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 07:31:20,088 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 07:31:41,505 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 07:31:53,688 - wikidata12k_1n - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.51016, Head : 0.31997, Avg : 0.41506 + +2023-05-13 07:31:53,688 - wikidata12k_1n - [INFO] - [Epoch 482]: Training Loss: 0.00092337, Valid MRR: 0.44582, + + + +2023-05-13 07:31:54,329 - wikidata12k_1n - [INFO] - [E:483| 0]: Train Loss:0.00091938, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:32:57,151 - wikidata12k_1n - [INFO] - [E:483| 100]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:34:00,008 - wikidata12k_1n - [INFO] - [E:483| 200]: Train Loss:0.00092571, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:35:02,850 - wikidata12k_1n - [INFO] - [E:483| 300]: Train Loss:0.00092361, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:36:05,647 - wikidata12k_1n - [INFO] - [E:483| 400]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:37:08,472 - wikidata12k_1n - [INFO] - [E:483| 500]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:38:11,259 - wikidata12k_1n - [INFO] - [E:483| 600]: Train Loss:0.00092376, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:39:14,109 - wikidata12k_1n - [INFO] - [E:483| 700]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:40:17,013 - wikidata12k_1n - [INFO] - [E:483| 800]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:41:19,912 - wikidata12k_1n - [INFO] - [E:483| 900]: Train Loss:0.00092298, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:42:22,793 - wikidata12k_1n - [INFO] - [E:483| 1000]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:43:25,608 - wikidata12k_1n - [INFO] - [E:483| 1100]: Train Loss:0.00092272, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:44:28,435 - wikidata12k_1n - [INFO] - [E:483| 1200]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:45:31,364 - wikidata12k_1n - [INFO] - [E:483| 1300]: Train Loss:0.00092296, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:46:34,155 - wikidata12k_1n - [INFO] - [E:483| 1400]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:47:37,029 - wikidata12k_1n - [INFO] - [E:483| 1500]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:48:39,837 - wikidata12k_1n - [INFO] - [E:483| 1600]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:49:20,934 - wikidata12k_1n - [INFO] - [Epoch:483]: Training Loss:0.0009232 + +2023-05-13 07:49:21,150 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 07:49:42,410 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 07:49:54,714 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 07:50:16,119 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 07:50:28,307 - wikidata12k_1n - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.50749, Head : 0.36315, Avg : 0.43532 + +2023-05-13 07:50:28,307 - wikidata12k_1n - [INFO] - [Epoch 483]: Training Loss: 0.00092323, Valid MRR: 0.44582, + + + +2023-05-13 07:50:28,950 - wikidata12k_1n - [INFO] - [E:484| 0]: Train Loss:0.0009276, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:51:31,827 - wikidata12k_1n - [INFO] - [E:484| 100]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:52:34,606 - wikidata12k_1n - [INFO] - [E:484| 200]: Train Loss:0.0009211, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:53:37,418 - wikidata12k_1n - [INFO] - [E:484| 300]: Train Loss:0.0009218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:54:40,268 - wikidata12k_1n - [INFO] - [E:484| 400]: Train Loss:0.00092187, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:55:43,069 - wikidata12k_1n - [INFO] - [E:484| 500]: Train Loss:0.00092291, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:56:45,828 - wikidata12k_1n - [INFO] - [E:484| 600]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:57:48,699 - wikidata12k_1n - [INFO] - [E:484| 700]: Train Loss:0.00092263, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:58:51,536 - wikidata12k_1n - [INFO] - [E:484| 800]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:59:54,349 - wikidata12k_1n - [INFO] - [E:484| 900]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:00:57,155 - wikidata12k_1n - [INFO] - [E:484| 1000]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:02:00,081 - wikidata12k_1n - [INFO] - [E:484| 1100]: Train Loss:0.0009228, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:03:02,925 - wikidata12k_1n - [INFO] - [E:484| 1200]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:04:05,740 - wikidata12k_1n - [INFO] - [E:484| 1300]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:05:08,510 - wikidata12k_1n - [INFO] - [E:484| 1400]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:06:11,312 - wikidata12k_1n - [INFO] - [E:484| 1500]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:07:14,056 - wikidata12k_1n - [INFO] - [E:484| 1600]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:07:55,041 - wikidata12k_1n - [INFO] - [Epoch:484]: Training Loss:0.0009231 + +2023-05-13 08:07:55,257 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 08:08:16,482 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 08:08:28,773 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 08:08:50,184 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 08:09:02,362 - wikidata12k_1n - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.50549, Head : 0.36644, Avg : 0.43596 + +2023-05-13 08:09:02,363 - wikidata12k_1n - [INFO] - [Epoch 484]: Training Loss: 0.00092313, Valid MRR: 0.44582, + + + +2023-05-13 08:09:03,003 - wikidata12k_1n - [INFO] - [E:485| 0]: Train Loss:0.00091905, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:10:05,889 - wikidata12k_1n - [INFO] - [E:485| 100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:11:08,698 - wikidata12k_1n - [INFO] - [E:485| 200]: Train Loss:0.00092341, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:12:11,626 - wikidata12k_1n - [INFO] - [E:485| 300]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:13:14,499 - wikidata12k_1n - [INFO] - [E:485| 400]: Train Loss:0.00092167, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:14:17,345 - wikidata12k_1n - [INFO] - [E:485| 500]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:15:20,159 - wikidata12k_1n - [INFO] - [E:485| 600]: Train Loss:0.00092244, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:16:22,937 - wikidata12k_1n - [INFO] - [E:485| 700]: Train Loss:0.00092226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:17:25,718 - wikidata12k_1n - [INFO] - [E:485| 800]: Train Loss:0.00092215, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:18:28,578 - wikidata12k_1n - [INFO] - [E:485| 900]: Train Loss:0.00092202, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:19:31,385 - wikidata12k_1n - [INFO] - [E:485| 1000]: Train Loss:0.0009223, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:20:34,221 - wikidata12k_1n - [INFO] - [E:485| 1100]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:21:36,994 - wikidata12k_1n - [INFO] - [E:485| 1200]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:22:39,766 - wikidata12k_1n - [INFO] - [E:485| 1300]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:23:42,568 - wikidata12k_1n - [INFO] - [E:485| 1400]: Train Loss:0.00092261, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:24:45,371 - wikidata12k_1n - [INFO] - [E:485| 1500]: Train Loss:0.00092246, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:25:48,160 - wikidata12k_1n - [INFO] - [E:485| 1600]: Train Loss:0.0009229, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:26:29,329 - wikidata12k_1n - [INFO] - [Epoch:485]: Training Loss:0.000923 + +2023-05-13 08:26:29,544 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 08:26:50,791 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 08:27:03,092 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 08:27:24,510 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 08:27:36,696 - wikidata12k_1n - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.51122, Head : 0.36322, Avg : 0.43722 + +2023-05-13 08:27:36,696 - wikidata12k_1n - [INFO] - [Epoch 485]: Training Loss: 0.00092302, Valid MRR: 0.44582, + + + +2023-05-13 08:27:37,338 - wikidata12k_1n - [INFO] - [E:486| 0]: Train Loss:0.00091833, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:28:40,146 - wikidata12k_1n - [INFO] - [E:486| 100]: Train Loss:0.00092198, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:29:42,988 - wikidata12k_1n - [INFO] - [E:486| 200]: Train Loss:0.00092284, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:30:45,772 - wikidata12k_1n - [INFO] - [E:486| 300]: Train Loss:0.000923, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:31:48,622 - wikidata12k_1n - [INFO] - [E:486| 400]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:32:51,386 - wikidata12k_1n - [INFO] - [E:486| 500]: Train Loss:0.00092414, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:33:54,140 - wikidata12k_1n - [INFO] - [E:486| 600]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:34:56,883 - wikidata12k_1n - [INFO] - [E:486| 700]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:35:59,841 - wikidata12k_1n - [INFO] - [E:486| 800]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:37:02,683 - wikidata12k_1n - [INFO] - [E:486| 900]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:38:05,511 - wikidata12k_1n - [INFO] - [E:486| 1000]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:39:08,371 - wikidata12k_1n - [INFO] - [E:486| 1100]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:40:11,129 - wikidata12k_1n - [INFO] - [E:486| 1200]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:41:13,956 - wikidata12k_1n - [INFO] - [E:486| 1300]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:42:16,834 - wikidata12k_1n - [INFO] - [E:486| 1400]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:43:19,682 - wikidata12k_1n - [INFO] - [E:486| 1500]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:44:22,535 - wikidata12k_1n - [INFO] - [E:486| 1600]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:45:03,622 - wikidata12k_1n - [INFO] - [Epoch:486]: Training Loss:0.0009234 + +2023-05-13 08:45:03,838 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 08:45:25,102 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 08:45:37,410 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 08:45:58,831 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 08:46:11,016 - wikidata12k_1n - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.51483, Head : 0.36115, Avg : 0.43799 + +2023-05-13 08:46:11,016 - wikidata12k_1n - [INFO] - [Epoch 486]: Training Loss: 0.00092341, Valid MRR: 0.44582, + + + +2023-05-13 08:46:11,659 - wikidata12k_1n - [INFO] - [E:487| 0]: Train Loss:0.00093012, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:47:14,524 - wikidata12k_1n - [INFO] - [E:487| 100]: Train Loss:0.00092559, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:48:17,343 - wikidata12k_1n - [INFO] - [E:487| 200]: Train Loss:0.00092529, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:49:20,150 - wikidata12k_1n - [INFO] - [E:487| 300]: Train Loss:0.00092582, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:50:22,941 - wikidata12k_1n - [INFO] - [E:487| 400]: Train Loss:0.00092528, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:51:25,811 - wikidata12k_1n - [INFO] - [E:487| 500]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:52:28,648 - wikidata12k_1n - [INFO] - [E:487| 600]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:53:31,423 - wikidata12k_1n - [INFO] - [E:487| 700]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:54:34,192 - wikidata12k_1n - [INFO] - [E:487| 800]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:55:36,943 - wikidata12k_1n - [INFO] - [E:487| 900]: Train Loss:0.00092335, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:56:39,708 - wikidata12k_1n - [INFO] - [E:487| 1000]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:57:42,488 - wikidata12k_1n - [INFO] - [E:487| 1100]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:58:45,404 - wikidata12k_1n - [INFO] - [E:487| 1200]: Train Loss:0.00092325, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:59:48,227 - wikidata12k_1n - [INFO] - [E:487| 1300]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:00:51,128 - wikidata12k_1n - [INFO] - [E:487| 1400]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:01:53,967 - wikidata12k_1n - [INFO] - [E:487| 1500]: Train Loss:0.0009233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:02:56,762 - wikidata12k_1n - [INFO] - [E:487| 1600]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:03:37,788 - wikidata12k_1n - [INFO] - [Epoch:487]: Training Loss:0.0009232 + +2023-05-13 09:03:38,003 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 09:03:59,238 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 09:04:11,539 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 09:04:32,957 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 09:04:45,127 - wikidata12k_1n - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.50932, Head : 0.36084, Avg : 0.43508 + +2023-05-13 09:04:45,127 - wikidata12k_1n - [INFO] - [Epoch 487]: Training Loss: 0.00092324, Valid MRR: 0.44582, + + + +2023-05-13 09:04:45,770 - wikidata12k_1n - [INFO] - [E:488| 0]: Train Loss:0.00091852, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:05:48,549 - wikidata12k_1n - [INFO] - [E:488| 100]: Train Loss:0.00091901, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:06:51,327 - wikidata12k_1n - [INFO] - [E:488| 200]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:07:54,140 - wikidata12k_1n - [INFO] - [E:488| 300]: Train Loss:0.00092241, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:08:57,038 - wikidata12k_1n - [INFO] - [E:488| 400]: Train Loss:0.00092256, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:09:59,884 - wikidata12k_1n - [INFO] - [E:488| 500]: Train Loss:0.00092225, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:11:02,752 - wikidata12k_1n - [INFO] - [E:488| 600]: Train Loss:0.00092264, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:12:05,554 - wikidata12k_1n - [INFO] - [E:488| 700]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:13:08,346 - wikidata12k_1n - [INFO] - [E:488| 800]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:14:11,135 - wikidata12k_1n - [INFO] - [E:488| 900]: Train Loss:0.00092282, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:15:13,916 - wikidata12k_1n - [INFO] - [E:488| 1000]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:16:16,684 - wikidata12k_1n - [INFO] - [E:488| 1100]: Train Loss:0.00092329, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:17:19,579 - wikidata12k_1n - [INFO] - [E:488| 1200]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:18:22,384 - wikidata12k_1n - [INFO] - [E:488| 1300]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:19:25,147 - wikidata12k_1n - [INFO] - [E:488| 1400]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:20:27,946 - wikidata12k_1n - [INFO] - [E:488| 1500]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:21:30,744 - wikidata12k_1n - [INFO] - [E:488| 1600]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:22:11,736 - wikidata12k_1n - [INFO] - [Epoch:488]: Training Loss:0.000923 + +2023-05-13 09:22:11,952 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 09:22:33,203 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 09:22:45,491 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 09:23:06,885 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 09:23:19,048 - wikidata12k_1n - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.50981, Head : 0.35596, Avg : 0.43288 + +2023-05-13 09:23:19,048 - wikidata12k_1n - [INFO] - [Epoch 488]: Training Loss: 0.00092303, Valid MRR: 0.44582, + + + +2023-05-13 09:23:19,689 - wikidata12k_1n - [INFO] - [E:489| 0]: Train Loss:0.00091014, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:24:22,491 - wikidata12k_1n - [INFO] - [E:489| 100]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:25:25,292 - wikidata12k_1n - [INFO] - [E:489| 200]: Train Loss:0.00092204, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:26:28,150 - wikidata12k_1n - [INFO] - [E:489| 300]: Train Loss:0.00092146, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:27:30,934 - wikidata12k_1n - [INFO] - [E:489| 400]: Train Loss:0.00092179, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:28:33,677 - wikidata12k_1n - [INFO] - [E:489| 500]: Train Loss:0.00092196, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:29:36,487 - wikidata12k_1n - [INFO] - [E:489| 600]: Train Loss:0.00092216, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:30:39,247 - wikidata12k_1n - [INFO] - [E:489| 700]: Train Loss:0.00092211, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:31:42,051 - wikidata12k_1n - [INFO] - [E:489| 800]: Train Loss:0.00092219, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:32:44,797 - wikidata12k_1n - [INFO] - [E:489| 900]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:33:47,550 - wikidata12k_1n - [INFO] - [E:489| 1000]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:34:50,497 - wikidata12k_1n - [INFO] - [E:489| 1100]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:35:53,459 - wikidata12k_1n - [INFO] - [E:489| 1200]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:36:56,321 - wikidata12k_1n - [INFO] - [E:489| 1300]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:37:59,174 - wikidata12k_1n - [INFO] - [E:489| 1400]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:39:02,033 - wikidata12k_1n - [INFO] - [E:489| 1500]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:40:04,788 - wikidata12k_1n - [INFO] - [E:489| 1600]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:40:45,840 - wikidata12k_1n - [INFO] - [Epoch:489]: Training Loss:0.0009231 + +2023-05-13 09:40:46,056 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 09:41:07,286 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 09:41:19,584 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 09:41:40,996 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 09:41:53,171 - wikidata12k_1n - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.51102, Head : 0.36482, Avg : 0.43792 + MR: Tail : 785.7, Head : 997.24, Avg : 891.47 + Hit-1: Tail : 0.42914, Head : 0.26405, Avg : 0.3466 + Hit-3: Tail : 0.55923, Head : 0.42251, Avg : 0.49087 + Hit-10: Tail : 0.65781, Head : 0.55419, Avg : 0.606 +2023-05-13 09:41:53,171 - wikidata12k_1n - [INFO] - [Epoch 489]: Training Loss: 0.00092306, Valid MRR: 0.44582, + + + +2023-05-13 09:41:53,815 - wikidata12k_1n - [INFO] - [E:490| 0]: Train Loss:0.00094782, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:42:56,785 - wikidata12k_1n - [INFO] - [E:490| 100]: Train Loss:0.00091826, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:43:59,632 - wikidata12k_1n - [INFO] - [E:490| 200]: Train Loss:0.00092037, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:45:02,526 - wikidata12k_1n - [INFO] - [E:490| 300]: Train Loss:0.00092132, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:46:05,366 - wikidata12k_1n - [INFO] - [E:490| 400]: Train Loss:0.00092175, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:47:08,200 - wikidata12k_1n - [INFO] - [E:490| 500]: Train Loss:0.00092176, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:48:11,028 - wikidata12k_1n - [INFO] - [E:490| 600]: Train Loss:0.00092182, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:49:13,870 - wikidata12k_1n - [INFO] - [E:490| 700]: Train Loss:0.00092196, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:50:16,641 - wikidata12k_1n - [INFO] - [E:490| 800]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:51:19,482 - wikidata12k_1n - [INFO] - [E:490| 900]: Train Loss:0.00092256, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:52:22,263 - wikidata12k_1n - [INFO] - [E:490| 1000]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:53:25,114 - wikidata12k_1n - [INFO] - [E:490| 1100]: Train Loss:0.0009227, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:54:27,960 - wikidata12k_1n - [INFO] - [E:490| 1200]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:55:30,829 - wikidata12k_1n - [INFO] - [E:490| 1300]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:56:33,610 - wikidata12k_1n - [INFO] - [E:490| 1400]: Train Loss:0.00092249, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:57:36,510 - wikidata12k_1n - [INFO] - [E:490| 1500]: Train Loss:0.00092242, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:58:39,322 - wikidata12k_1n - [INFO] - [E:490| 1600]: Train Loss:0.00092271, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:59:20,396 - wikidata12k_1n - [INFO] - [Epoch:490]: Training Loss:0.0009228 + +2023-05-13 09:59:20,617 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 09:59:41,881 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 09:59:54,172 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 10:00:15,566 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 10:00:27,748 - wikidata12k_1n - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.50901, Head : 0.37202, Avg : 0.44051 + +2023-05-13 10:00:27,748 - wikidata12k_1n - [INFO] - [Epoch 490]: Training Loss: 0.00092276, Valid MRR: 0.44582, + + + +2023-05-13 10:00:28,389 - wikidata12k_1n - [INFO] - [E:491| 0]: Train Loss:0.00092912, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:01:31,290 - wikidata12k_1n - [INFO] - [E:491| 100]: Train Loss:0.00091996, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:02:34,039 - wikidata12k_1n - [INFO] - [E:491| 200]: Train Loss:0.000922, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:03:36,852 - wikidata12k_1n - [INFO] - [E:491| 300]: Train Loss:0.00092253, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:04:39,612 - wikidata12k_1n - [INFO] - [E:491| 400]: Train Loss:0.00092263, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:05:42,467 - wikidata12k_1n - [INFO] - [E:491| 500]: Train Loss:0.00092267, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:06:45,359 - wikidata12k_1n - [INFO] - [E:491| 600]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:07:48,273 - wikidata12k_1n - [INFO] - [E:491| 700]: Train Loss:0.00092233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:08:51,047 - wikidata12k_1n - [INFO] - [E:491| 800]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:09:53,994 - wikidata12k_1n - [INFO] - [E:491| 900]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:10:56,860 - wikidata12k_1n - [INFO] - [E:491| 1000]: Train Loss:0.00092284, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:11:59,765 - wikidata12k_1n - [INFO] - [E:491| 1100]: Train Loss:0.0009227, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:13:02,617 - wikidata12k_1n - [INFO] - [E:491| 1200]: Train Loss:0.00092306, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:14:05,429 - wikidata12k_1n - [INFO] - [E:491| 1300]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:15:08,192 - wikidata12k_1n - [INFO] - [E:491| 1400]: Train Loss:0.00092311, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:16:11,136 - wikidata12k_1n - [INFO] - [E:491| 1500]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:17:14,019 - wikidata12k_1n - [INFO] - [E:491| 1600]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:17:55,058 - wikidata12k_1n - [INFO] - [Epoch:491]: Training Loss:0.0009229 + +2023-05-13 10:17:55,272 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 10:18:16,536 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 10:18:28,843 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 10:18:50,255 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 10:19:02,433 - wikidata12k_1n - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.51097, Head : 0.36326, Avg : 0.43711 + +2023-05-13 10:19:02,433 - wikidata12k_1n - [INFO] - [Epoch 491]: Training Loss: 0.00092291, Valid MRR: 0.44582, + + + +2023-05-13 10:19:03,074 - wikidata12k_1n - [INFO] - [E:492| 0]: Train Loss:0.00093946, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:20:05,942 - wikidata12k_1n - [INFO] - [E:492| 100]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:21:08,806 - wikidata12k_1n - [INFO] - [E:492| 200]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:22:11,614 - wikidata12k_1n - [INFO] - [E:492| 300]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:23:14,363 - wikidata12k_1n - [INFO] - [E:492| 400]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:24:17,144 - wikidata12k_1n - [INFO] - [E:492| 500]: Train Loss:0.00092291, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:25:20,082 - wikidata12k_1n - [INFO] - [E:492| 600]: Train Loss:0.00092311, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:26:22,946 - wikidata12k_1n - [INFO] - [E:492| 700]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:27:25,774 - wikidata12k_1n - [INFO] - [E:492| 800]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:28:28,601 - wikidata12k_1n - [INFO] - [E:492| 900]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:29:31,371 - wikidata12k_1n - [INFO] - [E:492| 1000]: Train Loss:0.00092273, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:30:34,159 - wikidata12k_1n - [INFO] - [E:492| 1100]: Train Loss:0.00092269, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:31:36,963 - wikidata12k_1n - [INFO] - [E:492| 1200]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:32:39,745 - wikidata12k_1n - [INFO] - [E:492| 1300]: Train Loss:0.00092278, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:33:42,691 - wikidata12k_1n - [INFO] - [E:492| 1400]: Train Loss:0.00092277, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:34:45,435 - wikidata12k_1n - [INFO] - [E:492| 1500]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:35:48,196 - wikidata12k_1n - [INFO] - [E:492| 1600]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:36:29,210 - wikidata12k_1n - [INFO] - [Epoch:492]: Training Loss:0.0009229 + +2023-05-13 10:36:29,426 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 10:36:50,659 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 10:37:02,950 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 10:37:24,357 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 10:37:36,526 - wikidata12k_1n - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.50513, Head : 0.35161, Avg : 0.42837 + +2023-05-13 10:37:36,526 - wikidata12k_1n - [INFO] - [Epoch 492]: Training Loss: 0.00092288, Valid MRR: 0.44582, + + + +2023-05-13 10:37:37,169 - wikidata12k_1n - [INFO] - [E:493| 0]: Train Loss:0.00091567, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:38:39,970 - wikidata12k_1n - [INFO] - [E:493| 100]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:39:42,841 - wikidata12k_1n - [INFO] - [E:493| 200]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:40:45,596 - wikidata12k_1n - [INFO] - [E:493| 300]: Train Loss:0.00092473, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:41:48,411 - wikidata12k_1n - [INFO] - [E:493| 400]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:42:51,209 - wikidata12k_1n - [INFO] - [E:493| 500]: Train Loss:0.00092446, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:43:54,086 - wikidata12k_1n - [INFO] - [E:493| 600]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:44:56,895 - wikidata12k_1n - [INFO] - [E:493| 700]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:45:59,769 - wikidata12k_1n - [INFO] - [E:493| 800]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:47:02,550 - wikidata12k_1n - [INFO] - [E:493| 900]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:48:05,273 - wikidata12k_1n - [INFO] - [E:493| 1000]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:49:08,181 - wikidata12k_1n - [INFO] - [E:493| 1100]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:50:11,108 - wikidata12k_1n - [INFO] - [E:493| 1200]: Train Loss:0.00092268, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:51:13,920 - wikidata12k_1n - [INFO] - [E:493| 1300]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:52:16,691 - wikidata12k_1n - [INFO] - [E:493| 1400]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:53:19,477 - wikidata12k_1n - [INFO] - [E:493| 1500]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:54:22,295 - wikidata12k_1n - [INFO] - [E:493| 1600]: Train Loss:0.00092268, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:55:03,345 - wikidata12k_1n - [INFO] - [Epoch:493]: Training Loss:0.0009227 + +2023-05-13 10:55:03,560 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 10:55:24,801 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 10:55:37,106 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 10:55:58,506 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 10:56:10,673 - wikidata12k_1n - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.51147, Head : 0.34952, Avg : 0.4305 + +2023-05-13 10:56:10,674 - wikidata12k_1n - [INFO] - [Epoch 493]: Training Loss: 0.00092273, Valid MRR: 0.44582, + + + +2023-05-13 10:56:11,317 - wikidata12k_1n - [INFO] - [E:494| 0]: Train Loss:0.00093459, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:57:14,060 - wikidata12k_1n - [INFO] - [E:494| 100]: Train Loss:0.00092337, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:58:16,961 - wikidata12k_1n - [INFO] - [E:494| 200]: Train Loss:0.00092298, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:59:19,770 - wikidata12k_1n - [INFO] - [E:494| 300]: Train Loss:0.00092252, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:00:22,548 - wikidata12k_1n - [INFO] - [E:494| 400]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:01:25,287 - wikidata12k_1n - [INFO] - [E:494| 500]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:02:28,082 - wikidata12k_1n - [INFO] - [E:494| 600]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:03:30,964 - wikidata12k_1n - [INFO] - [E:494| 700]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:04:33,850 - wikidata12k_1n - [INFO] - [E:494| 800]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:05:36,642 - wikidata12k_1n - [INFO] - [E:494| 900]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:06:39,509 - wikidata12k_1n - [INFO] - [E:494| 1000]: Train Loss:0.00092324, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:07:42,376 - wikidata12k_1n - [INFO] - [E:494| 1100]: Train Loss:0.00092322, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:08:45,171 - wikidata12k_1n - [INFO] - [E:494| 1200]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:09:47,938 - wikidata12k_1n - [INFO] - [E:494| 1300]: Train Loss:0.00092342, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:10:50,675 - wikidata12k_1n - [INFO] - [E:494| 1400]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:11:53,545 - wikidata12k_1n - [INFO] - [E:494| 1500]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:12:56,323 - wikidata12k_1n - [INFO] - [E:494| 1600]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:13:37,353 - wikidata12k_1n - [INFO] - [Epoch:494]: Training Loss:0.000923 + +2023-05-13 11:13:37,568 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 11:13:58,794 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 11:14:11,089 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 11:14:32,506 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 11:14:44,747 - wikidata12k_1n - [INFO] - [Evaluating Epoch 494 valid]: + MRR: Tail : 0.50407, Head : 0.369, Avg : 0.43653 + +2023-05-13 11:14:44,747 - wikidata12k_1n - [INFO] - [Epoch 494]: Training Loss: 0.00092296, Valid MRR: 0.44582, + + + +2023-05-13 11:14:45,391 - wikidata12k_1n - [INFO] - [E:495| 0]: Train Loss:0.00094224, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:15:48,205 - wikidata12k_1n - [INFO] - [E:495| 100]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:16:50,943 - wikidata12k_1n - [INFO] - [E:495| 200]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:17:53,787 - wikidata12k_1n - [INFO] - [E:495| 300]: Train Loss:0.00092356, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:18:56,635 - wikidata12k_1n - [INFO] - [E:495| 400]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:19:59,418 - wikidata12k_1n - [INFO] - [E:495| 500]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:21:02,148 - wikidata12k_1n - [INFO] - [E:495| 600]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:22:04,889 - wikidata12k_1n - [INFO] - [E:495| 700]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:23:07,756 - wikidata12k_1n - [INFO] - [E:495| 800]: Train Loss:0.00092238, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:24:10,529 - wikidata12k_1n - [INFO] - [E:495| 900]: Train Loss:0.00092232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:25:13,286 - wikidata12k_1n - [INFO] - [E:495| 1000]: Train Loss:0.00092221, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:26:16,025 - wikidata12k_1n - [INFO] - [E:495| 1100]: Train Loss:0.00092241, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:27:18,865 - wikidata12k_1n - [INFO] - [E:495| 1200]: Train Loss:0.00092271, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:28:21,728 - wikidata12k_1n - [INFO] - [E:495| 1300]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:29:24,580 - wikidata12k_1n - [INFO] - [E:495| 1400]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:30:27,412 - wikidata12k_1n - [INFO] - [E:495| 1500]: Train Loss:0.000923, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:31:30,199 - wikidata12k_1n - [INFO] - [E:495| 1600]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:32:11,226 - wikidata12k_1n - [INFO] - [Epoch:495]: Training Loss:0.0009229 + +2023-05-13 11:32:11,441 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 11:32:32,677 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 11:32:44,972 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 11:33:06,361 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 11:33:18,537 - wikidata12k_1n - [INFO] - [Evaluating Epoch 495 valid]: + MRR: Tail : 0.51173, Head : 0.3685, Avg : 0.44011 + +2023-05-13 11:33:18,537 - wikidata12k_1n - [INFO] - [Epoch 495]: Training Loss: 0.00092289, Valid MRR: 0.44582, + + + +2023-05-13 11:33:19,178 - wikidata12k_1n - [INFO] - [E:496| 0]: Train Loss:0.00091507, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:34:21,934 - wikidata12k_1n - [INFO] - [E:496| 100]: Train Loss:0.0009222, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:35:24,672 - wikidata12k_1n - [INFO] - [E:496| 200]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:36:27,424 - wikidata12k_1n - [INFO] - [E:496| 300]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:37:30,189 - wikidata12k_1n - [INFO] - [E:496| 400]: Train Loss:0.00092236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:38:32,935 - wikidata12k_1n - [INFO] - [E:496| 500]: Train Loss:0.00092187, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:39:35,703 - wikidata12k_1n - [INFO] - [E:496| 600]: Train Loss:0.00092197, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:40:38,557 - wikidata12k_1n - [INFO] - [E:496| 700]: Train Loss:0.00092187, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:41:41,431 - wikidata12k_1n - [INFO] - [E:496| 800]: Train Loss:0.00092194, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:42:44,323 - wikidata12k_1n - [INFO] - [E:496| 900]: Train Loss:0.00092219, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:43:47,100 - wikidata12k_1n - [INFO] - [E:496| 1000]: Train Loss:0.00092239, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:44:49,978 - wikidata12k_1n - [INFO] - [E:496| 1100]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:45:52,820 - wikidata12k_1n - [INFO] - [E:496| 1200]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:46:55,583 - wikidata12k_1n - [INFO] - [E:496| 1300]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:47:58,435 - wikidata12k_1n - [INFO] - [E:496| 1400]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:49:01,268 - wikidata12k_1n - [INFO] - [E:496| 1500]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:50:03,979 - wikidata12k_1n - [INFO] - [E:496| 1600]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:50:44,974 - wikidata12k_1n - [INFO] - [Epoch:496]: Training Loss:0.000923 + +2023-05-13 11:50:45,189 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 11:51:06,429 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 11:51:18,741 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 11:51:40,145 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 11:51:52,317 - wikidata12k_1n - [INFO] - [Evaluating Epoch 496 valid]: + MRR: Tail : 0.50322, Head : 0.36223, Avg : 0.43272 + +2023-05-13 11:51:52,317 - wikidata12k_1n - [INFO] - [Epoch 496]: Training Loss: 0.00092297, Valid MRR: 0.44582, + + + +2023-05-13 11:51:52,961 - wikidata12k_1n - [INFO] - [E:497| 0]: Train Loss:0.00092103, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:52:55,803 - wikidata12k_1n - [INFO] - [E:497| 100]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:53:58,683 - wikidata12k_1n - [INFO] - [E:497| 200]: Train Loss:0.00092249, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:55:01,450 - wikidata12k_1n - [INFO] - [E:497| 300]: Train Loss:0.00092443, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:56:04,209 - wikidata12k_1n - [INFO] - [E:497| 400]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:57:07,094 - wikidata12k_1n - [INFO] - [E:497| 500]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:58:09,912 - wikidata12k_1n - [INFO] - [E:497| 600]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:59:12,692 - wikidata12k_1n - [INFO] - [E:497| 700]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:00:15,452 - wikidata12k_1n - [INFO] - [E:497| 800]: Train Loss:0.00092273, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:01:18,303 - wikidata12k_1n - [INFO] - [E:497| 900]: Train Loss:0.0009228, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:02:21,130 - wikidata12k_1n - [INFO] - [E:497| 1000]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:03:23,990 - wikidata12k_1n - [INFO] - [E:497| 1100]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:04:26,776 - wikidata12k_1n - [INFO] - [E:497| 1200]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:05:29,616 - wikidata12k_1n - [INFO] - [E:497| 1300]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:06:32,408 - wikidata12k_1n - [INFO] - [E:497| 1400]: Train Loss:0.00092277, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:07:35,198 - wikidata12k_1n - [INFO] - [E:497| 1500]: Train Loss:0.00092284, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:08:38,077 - wikidata12k_1n - [INFO] - [E:497| 1600]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:09:19,157 - wikidata12k_1n - [INFO] - [Epoch:497]: Training Loss:0.0009227 + +2023-05-13 12:09:19,372 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 12:09:40,623 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 12:09:52,928 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 12:10:14,362 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 12:10:26,544 - wikidata12k_1n - [INFO] - [Evaluating Epoch 497 valid]: + MRR: Tail : 0.51003, Head : 0.36733, Avg : 0.43868 + +2023-05-13 12:10:26,545 - wikidata12k_1n - [INFO] - [Epoch 497]: Training Loss: 0.00092269, Valid MRR: 0.44582, + + + +2023-05-13 12:10:27,188 - wikidata12k_1n - [INFO] - [E:498| 0]: Train Loss:0.00091831, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:11:30,078 - wikidata12k_1n - [INFO] - [E:498| 100]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:12:32,982 - wikidata12k_1n - [INFO] - [E:498| 200]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:13:35,868 - wikidata12k_1n - [INFO] - [E:498| 300]: Train Loss:0.00092302, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:14:38,673 - wikidata12k_1n - [INFO] - [E:498| 400]: Train Loss:0.00092244, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:15:41,460 - wikidata12k_1n - [INFO] - [E:498| 500]: Train Loss:0.00092199, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:16:44,293 - wikidata12k_1n - [INFO] - [E:498| 600]: Train Loss:0.0009227, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:17:47,161 - wikidata12k_1n - [INFO] - [E:498| 700]: Train Loss:0.00092228, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:18:49,920 - wikidata12k_1n - [INFO] - [E:498| 800]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:19:52,693 - wikidata12k_1n - [INFO] - [E:498| 900]: Train Loss:0.00092215, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:20:55,497 - wikidata12k_1n - [INFO] - [E:498| 1000]: Train Loss:0.00092178, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:21:58,449 - wikidata12k_1n - [INFO] - [E:498| 1100]: Train Loss:0.0009221, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:23:01,345 - wikidata12k_1n - [INFO] - [E:498| 1200]: Train Loss:0.00092229, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:24:04,246 - wikidata12k_1n - [INFO] - [E:498| 1300]: Train Loss:0.00092252, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:25:07,142 - wikidata12k_1n - [INFO] - [E:498| 1400]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:26:10,051 - wikidata12k_1n - [INFO] - [E:498| 1500]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:27:12,839 - wikidata12k_1n - [INFO] - [E:498| 1600]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:27:53,849 - wikidata12k_1n - [INFO] - [Epoch:498]: Training Loss:0.0009227 + +2023-05-13 12:27:54,065 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 12:28:15,306 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 12:28:27,598 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 12:28:48,992 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 12:29:01,162 - wikidata12k_1n - [INFO] - [Evaluating Epoch 498 valid]: + MRR: Tail : 0.51124, Head : 0.3748, Avg : 0.44302 + +2023-05-13 12:29:01,162 - wikidata12k_1n - [INFO] - [Epoch 498]: Training Loss: 0.00092266, Valid MRR: 0.44582, + + + +2023-05-13 12:29:01,803 - wikidata12k_1n - [INFO] - [E:499| 0]: Train Loss:0.00093173, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:30:04,612 - wikidata12k_1n - [INFO] - [E:499| 100]: Train Loss:0.00092141, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:31:07,478 - wikidata12k_1n - [INFO] - [E:499| 200]: Train Loss:0.00092093, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:32:10,327 - wikidata12k_1n - [INFO] - [E:499| 300]: Train Loss:0.00092143, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:33:13,132 - wikidata12k_1n - [INFO] - [E:499| 400]: Train Loss:0.00092205, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:34:15,973 - wikidata12k_1n - [INFO] - [E:499| 500]: Train Loss:0.00092221, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:35:18,796 - wikidata12k_1n - [INFO] - [E:499| 600]: Train Loss:0.00092155, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:36:21,641 - wikidata12k_1n - [INFO] - [E:499| 700]: Train Loss:0.00092196, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:37:24,481 - wikidata12k_1n - [INFO] - [E:499| 800]: Train Loss:0.00092206, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:38:27,457 - wikidata12k_1n - [INFO] - [E:499| 900]: Train Loss:0.0009219, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:39:30,298 - wikidata12k_1n - [INFO] - [E:499| 1000]: Train Loss:0.00092194, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:40:33,124 - wikidata12k_1n - [INFO] - [E:499| 1100]: Train Loss:0.00092236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:41:35,962 - wikidata12k_1n - [INFO] - [E:499| 1200]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:42:38,857 - wikidata12k_1n - [INFO] - [E:499| 1300]: Train Loss:0.00092306, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:43:41,601 - wikidata12k_1n - [INFO] - [E:499| 1400]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:44:44,459 - wikidata12k_1n - [INFO] - [E:499| 1500]: Train Loss:0.00092289, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:45:47,322 - wikidata12k_1n - [INFO] - [E:499| 1600]: Train Loss:0.00092278, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:46:28,358 - wikidata12k_1n - [INFO] - [Epoch:499]: Training Loss:0.0009226 + +2023-05-13 12:46:28,573 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 12:46:49,883 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 12:47:02,198 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 12:47:23,618 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 12:47:35,794 - wikidata12k_1n - [INFO] - [Evaluating Epoch 499 valid]: + MRR: Tail : 0.50779, Head : 0.35847, Avg : 0.43313 + MR: Tail : 739.7, Head : 984.67, Avg : 862.19 + Hit-1: Tail : 0.42295, Head : 0.26425, Avg : 0.3436 + Hit-3: Tail : 0.56082, Head : 0.40707, Avg : 0.48394 + Hit-10: Tail : 0.66004, Head : 0.54716, Avg : 0.6036 +2023-05-13 12:47:35,794 - wikidata12k_1n - [INFO] - [Epoch 499]: Training Loss: 0.00092265, Valid MRR: 0.44582, + + + +2023-05-13 12:47:35,794 - wikidata12k_1n - [INFO] - Loading best model, evaluating on test data +2023-05-13 12:47:37,133 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 12:47:58,383 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 12:48:09,136 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-13 12:48:30,564 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-13 12:48:41,175 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47018, Head : 0.32985, Avg : 0.40002 + MR: Tail : 928.72, Head : 985.27, Avg : 957.0 + Hit-1: Tail : 0.3814, Head : 0.23896, Avg : 0.31018 + Hit-3: Tail : 0.52644, Head : 0.36942, Avg : 0.44793 + Hit-10: Tail : 0.62794, Head : 0.5145, Avg : 0.57122 +2023-05-28 09:47:52,379 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '-1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-05-28 09:48:21,917 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-05-28 09:48:33,029 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-28 09:49:09,472 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-28 09:49:27,897 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-28 09:50:04,957 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-28 09:50:23,080 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47018, Head : 0.32985, Avg : 0.40002 + MR: Tail : 928.72, Head : 985.27, Avg : 957.0 + Hit-1: Tail : 0.3814, Head : 0.23896, Avg : 0.31018 + Hit-3: Tail : 0.52644, Head : 0.36942, Avg : 0.44793 + Hit-10: Tail : 0.62794, Head : 0.5145, Avg : 0.57122 diff --git a/log/wikidata12k_both b/log/wikidata12k_both new file mode 100644 index 0000000..6553f0a --- /dev/null +++ b/log/wikidata12k_both @@ -0,0 +1,11565 @@ +2023-06-04 09:30:36,258 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 09:31:06,456 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 09:31:36,488 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 09:32:06,520 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 09:32:36,553 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 09:33:06,227 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 09:35:08,738 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 09:35:19,033 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 09:35:26,424 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423} +2023-06-04 09:35:34,615 - wikidata12k_both - [INFO] - [E:0| 0]: Train Loss:0.69692, Val MRR:0.0, wikidata12k_both +2023-06-04 09:36:06,956 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 09:36:15,843 - wikidata12k_both - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, wikidata12k_both +2023-06-04 09:37:20,109 - wikidata12k_both - [INFO] - [E:0| 100]: Train Loss:0.36818, Val MRR:0.0, wikidata12k_both +2023-06-04 09:38:24,494 - wikidata12k_both - [INFO] - [E:0| 200]: Train Loss:0.24098, Val MRR:0.0, wikidata12k_both +2023-06-04 09:39:28,864 - wikidata12k_both - [INFO] - [E:0| 300]: Train Loss:0.17888, Val MRR:0.0, wikidata12k_both +2023-06-04 09:40:33,412 - wikidata12k_both - [INFO] - [E:0| 400]: Train Loss:0.14237, Val MRR:0.0, wikidata12k_both +2023-06-04 09:41:37,917 - wikidata12k_both - [INFO] - [E:0| 500]: Train Loss:0.11836, Val MRR:0.0, wikidata12k_both +2023-06-04 09:42:42,378 - wikidata12k_both - [INFO] - [E:0| 600]: Train Loss:0.10135, Val MRR:0.0, wikidata12k_both +2023-06-04 09:43:50,555 - wikidata12k_both - [INFO] - [E:0| 700]: Train Loss:0.088688, Val MRR:0.0, wikidata12k_both +2023-06-04 09:45:56,419 - wikidata12k_both - [INFO] - [E:0| 800]: Train Loss:0.078874, Val MRR:0.0, wikidata12k_both +2023-06-04 09:48:02,442 - wikidata12k_both - [INFO] - [E:0| 900]: Train Loss:0.07105, Val MRR:0.0, wikidata12k_both +2023-06-04 09:50:08,442 - wikidata12k_both - [INFO] - [E:0| 1000]: Train Loss:0.064663, Val MRR:0.0, wikidata12k_both +2023-06-04 09:52:15,119 - wikidata12k_both - [INFO] - [E:0| 1100]: Train Loss:0.059354, Val MRR:0.0, wikidata12k_both +2023-06-04 09:54:22,014 - wikidata12k_both - [INFO] - [E:0| 1200]: Train Loss:0.054869, Val MRR:0.0, wikidata12k_both +2023-06-04 09:56:29,350 - wikidata12k_both - [INFO] - [E:0| 1300]: Train Loss:0.051031, Val MRR:0.0, wikidata12k_both +2023-06-04 09:58:36,361 - wikidata12k_both - [INFO] - [E:0| 1400]: Train Loss:0.047706, Val MRR:0.0, wikidata12k_both +2023-06-04 10:00:43,527 - wikidata12k_both - [INFO] - [E:0| 1500]: Train Loss:0.044797, Val MRR:0.0, wikidata12k_both +2023-06-04 10:02:40,817 - wikidata12k_both - [INFO] - [E:0| 1600]: Train Loss:0.042233, Val MRR:0.0, wikidata12k_both +2023-06-04 10:03:39,331 - wikidata12k_both - [INFO] - [Epoch:0]: Training Loss:0.0407 + +2023-06-04 10:03:39,591 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 10:04:10,557 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 10:04:20,041 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 10:04:50,966 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 10:05:00,165 - wikidata12k_both - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.07185, Head : 0.00109, Avg : 0.03647 + +2023-06-04 10:05:01,998 - wikidata12k_both - [INFO] - [Epoch 0]: Training Loss: 0.040702, Valid MRR: 0.03647, + + + +2023-06-04 10:05:03,005 - wikidata12k_both - [INFO] - [E:1| 0]: Train Loss:0.0033464, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:07:04,834 - wikidata12k_both - [INFO] - [E:1| 100]: Train Loss:0.0033706, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:09:10,464 - wikidata12k_both - [INFO] - [E:1| 200]: Train Loss:0.0032656, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:11:16,356 - wikidata12k_both - [INFO] - [E:1| 300]: Train Loss:0.0031737, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:13:22,078 - wikidata12k_both - [INFO] - [E:1| 400]: Train Loss:0.0030914, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:15:28,008 - wikidata12k_both - [INFO] - [E:1| 500]: Train Loss:0.0030205, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:17:34,135 - wikidata12k_both - [INFO] - [E:1| 600]: Train Loss:0.002949, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:19:40,086 - wikidata12k_both - [INFO] - [E:1| 700]: Train Loss:0.0028912, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:21:46,247 - wikidata12k_both - [INFO] - [E:1| 800]: Train Loss:0.0028364, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:23:52,060 - wikidata12k_both - [INFO] - [E:1| 900]: Train Loss:0.0027847, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:25:36,782 - wikidata12k_both - [INFO] - [E:1| 1000]: Train Loss:0.0027397, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:27:35,403 - wikidata12k_both - [INFO] - [E:1| 1100]: Train Loss:0.0026956, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:29:41,683 - wikidata12k_both - [INFO] - [E:1| 1200]: Train Loss:0.002655, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:31:47,495 - wikidata12k_both - [INFO] - [E:1| 1300]: Train Loss:0.002618, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:33:53,397 - wikidata12k_both - [INFO] - [E:1| 1400]: Train Loss:0.0025838, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:35:59,031 - wikidata12k_both - [INFO] - [E:1| 1500]: Train Loss:0.0025495, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:38:04,942 - wikidata12k_both - [INFO] - [E:1| 1600]: Train Loss:0.0025188, Val MRR:0.03647, wikidata12k_both +2023-06-04 10:39:27,050 - wikidata12k_both - [INFO] - [Epoch:1]: Training Loss:0.002498 + +2023-06-04 10:39:27,479 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 10:40:12,041 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 10:40:25,541 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 10:41:10,197 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 10:41:23,419 - wikidata12k_both - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07363, Head : 0.00175, Avg : 0.03769 + +2023-06-04 10:41:25,246 - wikidata12k_both - [INFO] - [Epoch 1]: Training Loss: 0.0024981, Valid MRR: 0.03769, + + + +2023-06-04 10:41:26,525 - wikidata12k_both - [INFO] - [E:2| 0]: Train Loss:0.0021833, Val MRR:0.03769, wikidata12k_both +2023-06-04 10:43:32,211 - wikidata12k_both - [INFO] - [E:2| 100]: Train Loss:0.0019995, Val MRR:0.03769, wikidata12k_both +2023-06-04 10:45:30,428 - wikidata12k_both - [INFO] - [E:2| 200]: Train Loss:0.0019884, Val MRR:0.03769, wikidata12k_both +2023-06-04 10:47:15,911 - wikidata12k_both - [INFO] - [E:2| 300]: Train Loss:0.0019871, Val MRR:0.03769, wikidata12k_both +2023-06-04 10:49:21,661 - wikidata12k_both - [INFO] - [E:2| 400]: Train Loss:0.0019755, Val MRR:0.03769, wikidata12k_both +2023-06-04 10:51:27,317 - wikidata12k_both - [INFO] - [E:2| 500]: Train Loss:0.0019677, Val MRR:0.03769, wikidata12k_both +2023-06-04 10:53:32,929 - wikidata12k_both - [INFO] - [E:2| 600]: Train Loss:0.001966, Val MRR:0.03769, wikidata12k_both +2023-06-04 10:55:38,500 - wikidata12k_both - [INFO] - [E:2| 700]: Train Loss:0.0019585, Val MRR:0.03769, wikidata12k_both +2023-06-04 10:57:44,048 - wikidata12k_both - [INFO] - [E:2| 800]: Train Loss:0.0019505, Val MRR:0.03769, wikidata12k_both +2023-06-04 10:59:49,362 - wikidata12k_both - [INFO] - [E:2| 900]: Train Loss:0.0019425, Val MRR:0.03769, wikidata12k_both +2023-06-04 11:01:54,861 - wikidata12k_both - [INFO] - [E:2| 1000]: Train Loss:0.0019371, Val MRR:0.03769, wikidata12k_both +2023-06-04 11:04:00,583 - wikidata12k_both - [INFO] - [E:2| 1100]: Train Loss:0.0019341, Val MRR:0.03769, wikidata12k_both +2023-06-04 11:06:03,344 - wikidata12k_both - [INFO] - [E:2| 1200]: Train Loss:0.0019284, Val MRR:0.03769, wikidata12k_both +2023-06-04 11:07:46,450 - wikidata12k_both - [INFO] - [E:2| 1300]: Train Loss:0.0019215, Val MRR:0.03769, wikidata12k_both +2023-06-04 11:09:50,045 - wikidata12k_both - [INFO] - [E:2| 1400]: Train Loss:0.0019151, Val MRR:0.03769, wikidata12k_both +2023-06-04 11:11:56,173 - wikidata12k_both - [INFO] - [E:2| 1500]: Train Loss:0.0019074, Val MRR:0.03769, wikidata12k_both +2023-06-04 11:14:01,900 - wikidata12k_both - [INFO] - [E:2| 1600]: Train Loss:0.0019006, Val MRR:0.03769, wikidata12k_both +2023-06-04 11:15:23,912 - wikidata12k_both - [INFO] - [Epoch:2]: Training Loss:0.001899 + +2023-06-04 11:15:24,306 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 11:16:08,469 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 11:16:21,992 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 11:17:06,493 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 11:17:19,661 - wikidata12k_both - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.14167, Head : 0.0034, Avg : 0.07254 + +2023-06-04 11:17:21,085 - wikidata12k_both - [INFO] - [Epoch 2]: Training Loss: 0.0018994, Valid MRR: 0.07254, + + + +2023-06-04 11:17:22,335 - wikidata12k_both - [INFO] - [E:3| 0]: Train Loss:0.0015976, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:19:28,248 - wikidata12k_both - [INFO] - [E:3| 100]: Train Loss:0.0018211, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:21:34,147 - wikidata12k_both - [INFO] - [E:3| 200]: Train Loss:0.0018081, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:23:39,832 - wikidata12k_both - [INFO] - [E:3| 300]: Train Loss:0.0018128, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:25:45,513 - wikidata12k_both - [INFO] - [E:3| 400]: Train Loss:0.0018067, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:27:38,402 - wikidata12k_both - [INFO] - [E:3| 500]: Train Loss:0.0018005, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:29:26,850 - wikidata12k_both - [INFO] - [E:3| 600]: Train Loss:0.0018001, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:31:33,009 - wikidata12k_both - [INFO] - [E:3| 700]: Train Loss:0.0018, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:33:38,658 - wikidata12k_both - [INFO] - [E:3| 800]: Train Loss:0.0017924, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:35:44,709 - wikidata12k_both - [INFO] - [E:3| 900]: Train Loss:0.0017956, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:37:50,656 - wikidata12k_both - [INFO] - [E:3| 1000]: Train Loss:0.0017934, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:39:56,800 - wikidata12k_both - [INFO] - [E:3| 1100]: Train Loss:0.0017927, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:42:02,724 - wikidata12k_both - [INFO] - [E:3| 1200]: Train Loss:0.0017907, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:44:08,664 - wikidata12k_both - [INFO] - [E:3| 1300]: Train Loss:0.0017887, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:46:14,535 - wikidata12k_both - [INFO] - [E:3| 1400]: Train Loss:0.001787, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:48:12,869 - wikidata12k_both - [INFO] - [E:3| 1500]: Train Loss:0.0017848, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:49:56,971 - wikidata12k_both - [INFO] - [E:3| 1600]: Train Loss:0.0017844, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:51:19,497 - wikidata12k_both - [INFO] - [Epoch:3]: Training Loss:0.001783 + +2023-06-04 11:51:19,896 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 11:52:04,347 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 11:52:17,978 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 11:53:02,890 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 11:53:16,152 - wikidata12k_both - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.13124, Head : 0.01321, Avg : 0.07222 + +2023-06-04 11:53:16,152 - wikidata12k_both - [INFO] - [Epoch 3]: Training Loss: 0.0017828, Valid MRR: 0.07254, + + + +2023-06-04 11:53:17,442 - wikidata12k_both - [INFO] - [E:4| 0]: Train Loss:0.0020733, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:55:23,834 - wikidata12k_both - [INFO] - [E:4| 100]: Train Loss:0.0017504, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:57:29,870 - wikidata12k_both - [INFO] - [E:4| 200]: Train Loss:0.0017331, Val MRR:0.07254, wikidata12k_both +2023-06-04 11:59:35,760 - wikidata12k_both - [INFO] - [E:4| 300]: Train Loss:0.0017346, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:01:41,682 - wikidata12k_both - [INFO] - [E:4| 400]: Train Loss:0.0017423, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:03:47,931 - wikidata12k_both - [INFO] - [E:4| 500]: Train Loss:0.001739, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:05:54,137 - wikidata12k_both - [INFO] - [E:4| 600]: Train Loss:0.0017404, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:08:00,247 - wikidata12k_both - [INFO] - [E:4| 700]: Train Loss:0.0017347, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:09:49,505 - wikidata12k_both - [INFO] - [E:4| 800]: Train Loss:0.0017331, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:11:42,173 - wikidata12k_both - [INFO] - [E:4| 900]: Train Loss:0.0017322, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:13:48,142 - wikidata12k_both - [INFO] - [E:4| 1000]: Train Loss:0.0017312, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:15:54,444 - wikidata12k_both - [INFO] - [E:4| 1100]: Train Loss:0.0017263, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:18:00,515 - wikidata12k_both - [INFO] - [E:4| 1200]: Train Loss:0.0017224, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:20:06,904 - wikidata12k_both - [INFO] - [E:4| 1300]: Train Loss:0.0017203, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:22:13,062 - wikidata12k_both - [INFO] - [E:4| 1400]: Train Loss:0.0017185, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:24:19,060 - wikidata12k_both - [INFO] - [E:4| 1500]: Train Loss:0.0017168, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:26:25,054 - wikidata12k_both - [INFO] - [E:4| 1600]: Train Loss:0.0017148, Val MRR:0.07254, wikidata12k_both +2023-06-04 12:27:47,648 - wikidata12k_both - [INFO] - [Epoch:4]: Training Loss:0.001714 + +2023-06-04 12:27:48,016 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 12:28:32,586 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 12:28:46,184 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 12:29:31,095 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 12:29:41,512 - wikidata12k_both - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.22214, Head : 0.01035, Avg : 0.11625 + +2023-06-04 12:29:43,109 - wikidata12k_both - [INFO] - [Epoch 4]: Training Loss: 0.0017139, Valid MRR: 0.11625, + + + +2023-06-04 12:29:44,108 - wikidata12k_both - [INFO] - [E:5| 0]: Train Loss:0.00183, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:31:26,760 - wikidata12k_both - [INFO] - [E:5| 100]: Train Loss:0.0016802, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:33:28,804 - wikidata12k_both - [INFO] - [E:5| 200]: Train Loss:0.0016684, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:35:34,977 - wikidata12k_both - [INFO] - [E:5| 300]: Train Loss:0.0016721, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:37:40,857 - wikidata12k_both - [INFO] - [E:5| 400]: Train Loss:0.0016773, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:39:46,998 - wikidata12k_both - [INFO] - [E:5| 500]: Train Loss:0.001675, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:41:53,295 - wikidata12k_both - [INFO] - [E:5| 600]: Train Loss:0.0016721, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:43:59,237 - wikidata12k_both - [INFO] - [E:5| 700]: Train Loss:0.0016688, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:46:05,472 - wikidata12k_both - [INFO] - [E:5| 800]: Train Loss:0.0016657, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:48:11,602 - wikidata12k_both - [INFO] - [E:5| 900]: Train Loss:0.0016613, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:50:17,539 - wikidata12k_both - [INFO] - [E:5| 1000]: Train Loss:0.0016636, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:52:01,131 - wikidata12k_both - [INFO] - [E:5| 1100]: Train Loss:0.0016614, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:53:58,570 - wikidata12k_both - [INFO] - [E:5| 1200]: Train Loss:0.0016577, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:56:04,797 - wikidata12k_both - [INFO] - [E:5| 1300]: Train Loss:0.0016535, Val MRR:0.11625, wikidata12k_both +2023-06-04 12:58:10,917 - wikidata12k_both - [INFO] - [E:5| 1400]: Train Loss:0.0016519, Val MRR:0.11625, wikidata12k_both +2023-06-04 13:00:17,040 - wikidata12k_both - [INFO] - [E:5| 1500]: Train Loss:0.001649, Val MRR:0.11625, wikidata12k_both +2023-06-04 13:02:22,992 - wikidata12k_both - [INFO] - [E:5| 1600]: Train Loss:0.0016468, Val MRR:0.11625, wikidata12k_both +2023-06-04 13:03:45,060 - wikidata12k_both - [INFO] - [Epoch:5]: Training Loss:0.001645 + +2023-06-04 13:03:45,591 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 13:04:30,010 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 13:04:43,633 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 13:05:28,625 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 13:05:41,810 - wikidata12k_both - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.27643, Head : 0.02257, Avg : 0.1495 + +2023-06-04 13:05:43,561 - wikidata12k_both - [INFO] - [Epoch 5]: Training Loss: 0.001645, Valid MRR: 0.1495, + + + +2023-06-04 13:05:44,710 - wikidata12k_both - [INFO] - [E:6| 0]: Train Loss:0.0015559, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:07:51,170 - wikidata12k_both - [INFO] - [E:6| 100]: Train Loss:0.0015948, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:09:57,158 - wikidata12k_both - [INFO] - [E:6| 200]: Train Loss:0.0015958, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:11:55,832 - wikidata12k_both - [INFO] - [E:6| 300]: Train Loss:0.0016027, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:13:39,988 - wikidata12k_both - [INFO] - [E:6| 400]: Train Loss:0.0016015, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:15:46,193 - wikidata12k_both - [INFO] - [E:6| 500]: Train Loss:0.0015987, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:17:51,980 - wikidata12k_both - [INFO] - [E:6| 600]: Train Loss:0.0015952, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:19:58,094 - wikidata12k_both - [INFO] - [E:6| 700]: Train Loss:0.001594, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:22:04,067 - wikidata12k_both - [INFO] - [E:6| 800]: Train Loss:0.0015909, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:24:10,107 - wikidata12k_both - [INFO] - [E:6| 900]: Train Loss:0.0015903, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:26:16,147 - wikidata12k_both - [INFO] - [E:6| 1000]: Train Loss:0.0015857, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:28:22,549 - wikidata12k_both - [INFO] - [E:6| 1100]: Train Loss:0.0015837, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:30:29,780 - wikidata12k_both - [INFO] - [E:6| 1200]: Train Loss:0.0015802, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:32:31,821 - wikidata12k_both - [INFO] - [E:6| 1300]: Train Loss:0.0015785, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:34:13,314 - wikidata12k_both - [INFO] - [E:6| 1400]: Train Loss:0.0015745, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:36:15,306 - wikidata12k_both - [INFO] - [E:6| 1500]: Train Loss:0.0015722, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:38:21,263 - wikidata12k_both - [INFO] - [E:6| 1600]: Train Loss:0.0015693, Val MRR:0.1495, wikidata12k_both +2023-06-04 13:39:43,807 - wikidata12k_both - [INFO] - [Epoch:6]: Training Loss:0.001568 + +2023-06-04 13:39:44,346 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 13:40:28,781 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 13:40:42,415 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 13:41:27,404 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 13:41:40,619 - wikidata12k_both - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.3091, Head : 0.09399, Avg : 0.20154 + +2023-06-04 13:41:41,777 - wikidata12k_both - [INFO] - [Epoch 6]: Training Loss: 0.0015678, Valid MRR: 0.20154, + + + +2023-06-04 13:41:43,054 - wikidata12k_both - [INFO] - [E:7| 0]: Train Loss:0.0013972, Val MRR:0.20154, wikidata12k_both +2023-06-04 13:43:48,988 - wikidata12k_both - [INFO] - [E:7| 100]: Train Loss:0.0015124, Val MRR:0.20154, wikidata12k_both +2023-06-04 13:45:55,050 - wikidata12k_both - [INFO] - [E:7| 200]: Train Loss:0.0015043, Val MRR:0.20154, wikidata12k_both +2023-06-04 13:48:01,022 - wikidata12k_both - [INFO] - [E:7| 300]: Train Loss:0.001503, Val MRR:0.20154, wikidata12k_both +2023-06-04 13:50:06,751 - wikidata12k_both - [INFO] - [E:7| 400]: Train Loss:0.0015065, Val MRR:0.20154, wikidata12k_both +2023-06-04 13:52:12,507 - wikidata12k_both - [INFO] - [E:7| 500]: Train Loss:0.0015093, Val MRR:0.20154, wikidata12k_both +2023-06-04 13:54:02,869 - wikidata12k_both - [INFO] - [E:7| 600]: Train Loss:0.0015076, Val MRR:0.20154, wikidata12k_both +2023-06-04 13:55:35,168 - wikidata12k_both - [INFO] - [E:7| 700]: Train Loss:0.0015023, Val MRR:0.20154, wikidata12k_both +2023-06-04 13:57:35,582 - wikidata12k_both - [INFO] - [E:7| 800]: Train Loss:0.0015023, Val MRR:0.20154, wikidata12k_both +2023-06-04 13:59:41,385 - wikidata12k_both - [INFO] - [E:7| 900]: Train Loss:0.0015005, Val MRR:0.20154, wikidata12k_both +2023-06-04 14:01:47,185 - wikidata12k_both - [INFO] - [E:7| 1000]: Train Loss:0.0014996, Val MRR:0.20154, wikidata12k_both +2023-06-04 14:03:53,231 - wikidata12k_both - [INFO] - [E:7| 1100]: Train Loss:0.0014985, Val MRR:0.20154, wikidata12k_both +2023-06-04 14:05:59,000 - wikidata12k_both - [INFO] - [E:7| 1200]: Train Loss:0.0014967, Val MRR:0.20154, wikidata12k_both +2023-06-04 14:08:05,163 - wikidata12k_both - [INFO] - [E:7| 1300]: Train Loss:0.0014949, Val MRR:0.20154, wikidata12k_both +2023-06-04 14:10:11,412 - wikidata12k_both - [INFO] - [E:7| 1400]: Train Loss:0.0014923, Val MRR:0.20154, wikidata12k_both +2023-06-04 14:12:17,708 - wikidata12k_both - [INFO] - [E:7| 1500]: Train Loss:0.0014895, Val MRR:0.20154, wikidata12k_both +2023-06-04 14:14:23,289 - wikidata12k_both - [INFO] - [E:7| 1600]: Train Loss:0.0014878, Val MRR:0.20154, wikidata12k_both +2023-06-04 14:15:33,432 - wikidata12k_both - [INFO] - [Epoch:7]: Training Loss:0.001487 + +2023-06-04 14:15:33,797 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 14:16:08,650 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 14:16:19,254 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 14:16:55,981 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 14:17:09,203 - wikidata12k_both - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.35489, Head : 0.11528, Avg : 0.23508 + +2023-06-04 14:17:10,371 - wikidata12k_both - [INFO] - [Epoch 7]: Training Loss: 0.0014871, Valid MRR: 0.23508, + + + +2023-06-04 14:17:11,604 - wikidata12k_both - [INFO] - [E:8| 0]: Train Loss:0.0014889, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:19:18,132 - wikidata12k_both - [INFO] - [E:8| 100]: Train Loss:0.0014339, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:21:25,319 - wikidata12k_both - [INFO] - [E:8| 200]: Train Loss:0.0014303, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:23:32,578 - wikidata12k_both - [INFO] - [E:8| 300]: Train Loss:0.0014265, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:25:39,590 - wikidata12k_both - [INFO] - [E:8| 400]: Train Loss:0.0014335, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:27:46,670 - wikidata12k_both - [INFO] - [E:8| 500]: Train Loss:0.0014348, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:29:53,848 - wikidata12k_both - [INFO] - [E:8| 600]: Train Loss:0.001433, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:32:00,942 - wikidata12k_both - [INFO] - [E:8| 700]: Train Loss:0.0014314, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:34:07,448 - wikidata12k_both - [INFO] - [E:8| 800]: Train Loss:0.0014316, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:36:03,474 - wikidata12k_both - [INFO] - [E:8| 900]: Train Loss:0.0014308, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:37:44,127 - wikidata12k_both - [INFO] - [E:8| 1000]: Train Loss:0.0014282, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:39:49,910 - wikidata12k_both - [INFO] - [E:8| 1100]: Train Loss:0.0014276, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:41:55,655 - wikidata12k_both - [INFO] - [E:8| 1200]: Train Loss:0.0014263, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:44:01,370 - wikidata12k_both - [INFO] - [E:8| 1300]: Train Loss:0.0014243, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:46:06,746 - wikidata12k_both - [INFO] - [E:8| 1400]: Train Loss:0.0014211, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:48:12,508 - wikidata12k_both - [INFO] - [E:8| 1500]: Train Loss:0.0014194, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:50:17,858 - wikidata12k_both - [INFO] - [E:8| 1600]: Train Loss:0.0014166, Val MRR:0.23508, wikidata12k_both +2023-06-04 14:51:39,814 - wikidata12k_both - [INFO] - [Epoch:8]: Training Loss:0.001416 + +2023-06-04 14:51:40,350 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 14:52:24,679 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 14:52:38,241 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 14:53:22,993 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 14:53:36,293 - wikidata12k_both - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.3868, Head : 0.11902, Avg : 0.25291 + +2023-06-04 14:53:37,931 - wikidata12k_both - [INFO] - [Epoch 8]: Training Loss: 0.0014159, Valid MRR: 0.25291, + + + +2023-06-04 14:53:39,179 - wikidata12k_both - [INFO] - [E:9| 0]: Train Loss:0.001378, Val MRR:0.25291, wikidata12k_both +2023-06-04 14:55:45,106 - wikidata12k_both - [INFO] - [E:9| 100]: Train Loss:0.0013753, Val MRR:0.25291, wikidata12k_both +2023-06-04 14:57:34,829 - wikidata12k_both - [INFO] - [E:9| 200]: Train Loss:0.0013832, Val MRR:0.25291, wikidata12k_both +2023-06-04 14:59:20,020 - wikidata12k_both - [INFO] - [E:9| 300]: Train Loss:0.0013779, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:01:26,541 - wikidata12k_both - [INFO] - [E:9| 400]: Train Loss:0.0013753, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:03:33,035 - wikidata12k_both - [INFO] - [E:9| 500]: Train Loss:0.0013735, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:05:39,692 - wikidata12k_both - [INFO] - [E:9| 600]: Train Loss:0.0013739, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:07:46,439 - wikidata12k_both - [INFO] - [E:9| 700]: Train Loss:0.0013704, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:09:53,227 - wikidata12k_both - [INFO] - [E:9| 800]: Train Loss:0.0013698, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:12:00,008 - wikidata12k_both - [INFO] - [E:9| 900]: Train Loss:0.0013686, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:14:06,662 - wikidata12k_both - [INFO] - [E:9| 1000]: Train Loss:0.0013668, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:16:13,222 - wikidata12k_both - [INFO] - [E:9| 1100]: Train Loss:0.001366, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:18:08,293 - wikidata12k_both - [INFO] - [E:9| 1200]: Train Loss:0.0013644, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:19:39,029 - wikidata12k_both - [INFO] - [E:9| 1300]: Train Loss:0.0013627, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:21:31,285 - wikidata12k_both - [INFO] - [E:9| 1400]: Train Loss:0.0013608, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:23:37,100 - wikidata12k_both - [INFO] - [E:9| 1500]: Train Loss:0.0013597, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:25:42,966 - wikidata12k_both - [INFO] - [E:9| 1600]: Train Loss:0.001359, Val MRR:0.25291, wikidata12k_both +2023-06-04 15:27:05,294 - wikidata12k_both - [INFO] - [Epoch:9]: Training Loss:0.001358 + +2023-06-04 15:27:05,779 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 15:27:50,314 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 15:28:03,828 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 15:28:48,499 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 15:29:01,698 - wikidata12k_both - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.38871, Head : 0.12728, Avg : 0.258 + MR: Tail : 488.97, Head : 823.7, Avg : 656.34 + Hit-1: Tail : 0.32735, Head : 0.08045, Avg : 0.2039 + Hit-3: Tail : 0.423, Head : 0.15514, Avg : 0.28907 + Hit-10: Tail : 0.48261, Head : 0.21362, Avg : 0.34812 +2023-06-04 15:29:03,368 - wikidata12k_both - [INFO] - [Epoch 9]: Training Loss: 0.0013582, Valid MRR: 0.258, + + + +2023-06-04 15:29:04,603 - wikidata12k_both - [INFO] - [E:10| 0]: Train Loss:0.001328, Val MRR:0.258, wikidata12k_both +2023-06-04 15:31:10,444 - wikidata12k_both - [INFO] - [E:10| 100]: Train Loss:0.0013288, Val MRR:0.258, wikidata12k_both +2023-06-04 15:33:16,539 - wikidata12k_both - [INFO] - [E:10| 200]: Train Loss:0.0013281, Val MRR:0.258, wikidata12k_both +2023-06-04 15:35:22,288 - wikidata12k_both - [INFO] - [E:10| 300]: Train Loss:0.0013253, Val MRR:0.258, wikidata12k_both +2023-06-04 15:37:28,636 - wikidata12k_both - [INFO] - [E:10| 400]: Train Loss:0.0013263, Val MRR:0.258, wikidata12k_both +2023-06-04 15:39:28,080 - wikidata12k_both - [INFO] - [E:10| 500]: Train Loss:0.0013244, Val MRR:0.258, wikidata12k_both +2023-06-04 15:40:59,649 - wikidata12k_both - [INFO] - [E:10| 600]: Train Loss:0.0013208, Val MRR:0.258, wikidata12k_both +2023-06-04 15:42:50,794 - wikidata12k_both - [INFO] - [E:10| 700]: Train Loss:0.001321, Val MRR:0.258, wikidata12k_both +2023-06-04 15:44:57,380 - wikidata12k_both - [INFO] - [E:10| 800]: Train Loss:0.0013199, Val MRR:0.258, wikidata12k_both +2023-06-04 15:47:03,819 - wikidata12k_both - [INFO] - [E:10| 900]: Train Loss:0.0013196, Val MRR:0.258, wikidata12k_both +2023-06-04 15:49:10,461 - wikidata12k_both - [INFO] - [E:10| 1000]: Train Loss:0.001319, Val MRR:0.258, wikidata12k_both +2023-06-04 15:51:16,939 - wikidata12k_both - [INFO] - [E:10| 1100]: Train Loss:0.0013176, Val MRR:0.258, wikidata12k_both +2023-06-04 15:53:23,295 - wikidata12k_both - [INFO] - [E:10| 1200]: Train Loss:0.0013162, Val MRR:0.258, wikidata12k_both +2023-06-04 15:55:29,994 - wikidata12k_both - [INFO] - [E:10| 1300]: Train Loss:0.001314, Val MRR:0.258, wikidata12k_both +2023-06-04 15:57:36,535 - wikidata12k_both - [INFO] - [E:10| 1400]: Train Loss:0.0013137, Val MRR:0.258, wikidata12k_both +2023-06-04 15:59:42,961 - wikidata12k_both - [INFO] - [E:10| 1500]: Train Loss:0.0013137, Val MRR:0.258, wikidata12k_both +2023-06-04 16:01:27,986 - wikidata12k_both - [INFO] - [E:10| 1600]: Train Loss:0.0013126, Val MRR:0.258, wikidata12k_both +2023-06-04 16:02:27,660 - wikidata12k_both - [INFO] - [Epoch:10]: Training Loss:0.001312 + +2023-06-04 16:02:27,946 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 16:02:58,994 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 16:03:11,843 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 16:03:56,826 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 16:04:10,078 - wikidata12k_both - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.39884, Head : 0.14751, Avg : 0.27318 + +2023-06-04 16:04:11,451 - wikidata12k_both - [INFO] - [Epoch 10]: Training Loss: 0.0013121, Valid MRR: 0.27318, + + + +2023-06-04 16:04:12,760 - wikidata12k_both - [INFO] - [E:11| 0]: Train Loss:0.0012586, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:06:19,405 - wikidata12k_both - [INFO] - [E:11| 100]: Train Loss:0.0012849, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:08:25,987 - wikidata12k_both - [INFO] - [E:11| 200]: Train Loss:0.001288, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:10:32,425 - wikidata12k_both - [INFO] - [E:11| 300]: Train Loss:0.0012863, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:12:38,810 - wikidata12k_both - [INFO] - [E:11| 400]: Train Loss:0.0012872, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:14:45,244 - wikidata12k_both - [INFO] - [E:11| 500]: Train Loss:0.0012865, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:16:51,438 - wikidata12k_both - [INFO] - [E:11| 600]: Train Loss:0.0012851, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:18:57,414 - wikidata12k_both - [INFO] - [E:11| 700]: Train Loss:0.001286, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:21:03,088 - wikidata12k_both - [INFO] - [E:11| 800]: Train Loss:0.0012855, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:22:48,489 - wikidata12k_both - [INFO] - [E:11| 900]: Train Loss:0.0012833, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:24:19,869 - wikidata12k_both - [INFO] - [E:11| 1000]: Train Loss:0.0012815, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:26:23,204 - wikidata12k_both - [INFO] - [E:11| 1100]: Train Loss:0.0012795, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:28:28,859 - wikidata12k_both - [INFO] - [E:11| 1200]: Train Loss:0.0012789, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:30:34,601 - wikidata12k_both - [INFO] - [E:11| 1300]: Train Loss:0.0012784, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:32:40,121 - wikidata12k_both - [INFO] - [E:11| 1400]: Train Loss:0.0012777, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:34:45,715 - wikidata12k_both - [INFO] - [E:11| 1500]: Train Loss:0.0012765, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:36:51,337 - wikidata12k_both - [INFO] - [E:11| 1600]: Train Loss:0.0012753, Val MRR:0.27318, wikidata12k_both +2023-06-04 16:38:13,323 - wikidata12k_both - [INFO] - [Epoch:11]: Training Loss:0.001275 + +2023-06-04 16:38:13,750 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 16:38:58,096 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 16:39:11,570 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 16:39:56,056 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 16:40:09,295 - wikidata12k_both - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.42319, Head : 0.15504, Avg : 0.28911 + +2023-06-04 16:40:10,739 - wikidata12k_both - [INFO] - [Epoch 11]: Training Loss: 0.0012747, Valid MRR: 0.28911, + + + +2023-06-04 16:40:11,886 - wikidata12k_both - [INFO] - [E:12| 0]: Train Loss:0.0012307, Val MRR:0.28911, wikidata12k_both +2023-06-04 16:42:17,689 - wikidata12k_both - [INFO] - [E:12| 100]: Train Loss:0.0012547, Val MRR:0.28911, wikidata12k_both +2023-06-04 16:44:10,025 - wikidata12k_both - [INFO] - [E:12| 200]: Train Loss:0.0012587, Val MRR:0.28911, wikidata12k_both +2023-06-04 16:45:52,732 - wikidata12k_both - [INFO] - [E:12| 300]: Train Loss:0.0012569, Val MRR:0.28911, wikidata12k_both +2023-06-04 16:47:58,363 - wikidata12k_both - [INFO] - [E:12| 400]: Train Loss:0.0012555, Val MRR:0.28911, wikidata12k_both +2023-06-04 16:50:04,092 - wikidata12k_both - [INFO] - [E:12| 500]: Train Loss:0.0012544, Val MRR:0.28911, wikidata12k_both +2023-06-04 16:52:09,623 - wikidata12k_both - [INFO] - [E:12| 600]: Train Loss:0.0012541, Val MRR:0.28911, wikidata12k_both +2023-06-04 16:54:15,222 - wikidata12k_both - [INFO] - [E:12| 700]: Train Loss:0.001253, Val MRR:0.28911, wikidata12k_both +2023-06-04 16:56:20,961 - wikidata12k_both - [INFO] - [E:12| 800]: Train Loss:0.0012513, Val MRR:0.28911, wikidata12k_both +2023-06-04 16:58:26,628 - wikidata12k_both - [INFO] - [E:12| 900]: Train Loss:0.00125, Val MRR:0.28911, wikidata12k_both +2023-06-04 17:00:32,480 - wikidata12k_both - [INFO] - [E:12| 1000]: Train Loss:0.001249, Val MRR:0.28911, wikidata12k_both +2023-06-04 17:02:38,177 - wikidata12k_both - [INFO] - [E:12| 1100]: Train Loss:0.001249, Val MRR:0.28911, wikidata12k_both +2023-06-04 17:04:40,547 - wikidata12k_both - [INFO] - [E:12| 1200]: Train Loss:0.001248, Val MRR:0.28911, wikidata12k_both +2023-06-04 17:06:19,222 - wikidata12k_both - [INFO] - [E:12| 1300]: Train Loss:0.0012472, Val MRR:0.28911, wikidata12k_both +2023-06-04 17:08:19,908 - wikidata12k_both - [INFO] - [E:12| 1400]: Train Loss:0.0012469, Val MRR:0.28911, wikidata12k_both +2023-06-04 17:10:25,648 - wikidata12k_both - [INFO] - [E:12| 1500]: Train Loss:0.0012464, Val MRR:0.28911, wikidata12k_both +2023-06-04 17:12:32,140 - wikidata12k_both - [INFO] - [E:12| 1600]: Train Loss:0.001246, Val MRR:0.28911, wikidata12k_both +2023-06-04 17:13:54,669 - wikidata12k_both - [INFO] - [Epoch:12]: Training Loss:0.001245 + +2023-06-04 17:13:55,185 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 17:14:39,841 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 17:14:53,527 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 17:15:38,565 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 17:15:51,835 - wikidata12k_both - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.42826, Head : 0.17377, Avg : 0.30101 + +2023-06-04 17:15:52,982 - wikidata12k_both - [INFO] - [Epoch 12]: Training Loss: 0.0012454, Valid MRR: 0.30101, + + + +2023-06-04 17:15:54,254 - wikidata12k_both - [INFO] - [E:13| 0]: Train Loss:0.0012444, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:18:00,804 - wikidata12k_both - [INFO] - [E:13| 100]: Train Loss:0.0012335, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:20:07,099 - wikidata12k_both - [INFO] - [E:13| 200]: Train Loss:0.0012306, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:22:13,110 - wikidata12k_both - [INFO] - [E:13| 300]: Train Loss:0.0012281, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:24:19,519 - wikidata12k_both - [INFO] - [E:13| 400]: Train Loss:0.0012265, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:26:10,175 - wikidata12k_both - [INFO] - [E:13| 500]: Train Loss:0.0012243, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:27:40,105 - wikidata12k_both - [INFO] - [E:13| 600]: Train Loss:0.0012241, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:29:34,201 - wikidata12k_both - [INFO] - [E:13| 700]: Train Loss:0.0012246, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:31:39,732 - wikidata12k_both - [INFO] - [E:13| 800]: Train Loss:0.001225, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:33:45,439 - wikidata12k_both - [INFO] - [E:13| 900]: Train Loss:0.0012245, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:35:51,019 - wikidata12k_both - [INFO] - [E:13| 1000]: Train Loss:0.0012243, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:37:56,730 - wikidata12k_both - [INFO] - [E:13| 1100]: Train Loss:0.0012232, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:40:02,533 - wikidata12k_both - [INFO] - [E:13| 1200]: Train Loss:0.0012232, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:42:08,446 - wikidata12k_both - [INFO] - [E:13| 1300]: Train Loss:0.0012232, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:44:13,935 - wikidata12k_both - [INFO] - [E:13| 1400]: Train Loss:0.0012226, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:46:19,668 - wikidata12k_both - [INFO] - [E:13| 1500]: Train Loss:0.0012217, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:48:07,844 - wikidata12k_both - [INFO] - [E:13| 1600]: Train Loss:0.0012206, Val MRR:0.30101, wikidata12k_both +2023-06-04 17:49:11,924 - wikidata12k_both - [INFO] - [Epoch:13]: Training Loss:0.00122 + +2023-06-04 17:49:12,262 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 17:49:55,755 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 17:50:09,325 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 17:50:54,091 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 17:51:07,366 - wikidata12k_both - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.43653, Head : 0.18802, Avg : 0.31228 + +2023-06-04 17:51:08,632 - wikidata12k_both - [INFO] - [Epoch 13]: Training Loss: 0.0012203, Valid MRR: 0.31228, + + + +2023-06-04 17:51:09,984 - wikidata12k_both - [INFO] - [E:14| 0]: Train Loss:0.0013743, Val MRR:0.31228, wikidata12k_both +2023-06-04 17:53:15,791 - wikidata12k_both - [INFO] - [E:14| 100]: Train Loss:0.0012047, Val MRR:0.31228, wikidata12k_both +2023-06-04 17:55:21,270 - wikidata12k_both - [INFO] - [E:14| 200]: Train Loss:0.0012093, Val MRR:0.31228, wikidata12k_both +2023-06-04 17:57:26,916 - wikidata12k_both - [INFO] - [E:14| 300]: Train Loss:0.0012106, Val MRR:0.31228, wikidata12k_both +2023-06-04 17:59:32,606 - wikidata12k_both - [INFO] - [E:14| 400]: Train Loss:0.0012068, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:01:38,445 - wikidata12k_both - [INFO] - [E:14| 500]: Train Loss:0.0012081, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:03:44,044 - wikidata12k_both - [INFO] - [E:14| 600]: Train Loss:0.0012054, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:05:49,950 - wikidata12k_both - [INFO] - [E:14| 700]: Train Loss:0.0012065, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:07:55,731 - wikidata12k_both - [INFO] - [E:14| 800]: Train Loss:0.0012044, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:09:38,103 - wikidata12k_both - [INFO] - [E:14| 900]: Train Loss:0.0012038, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:11:32,863 - wikidata12k_both - [INFO] - [E:14| 1000]: Train Loss:0.0012025, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:13:39,405 - wikidata12k_both - [INFO] - [E:14| 1100]: Train Loss:0.0012029, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:15:46,019 - wikidata12k_both - [INFO] - [E:14| 1200]: Train Loss:0.0012017, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:17:52,715 - wikidata12k_both - [INFO] - [E:14| 1300]: Train Loss:0.0012017, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:19:59,301 - wikidata12k_both - [INFO] - [E:14| 1400]: Train Loss:0.0012013, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:22:05,885 - wikidata12k_both - [INFO] - [E:14| 1500]: Train Loss:0.0012013, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:24:12,617 - wikidata12k_both - [INFO] - [E:14| 1600]: Train Loss:0.0012002, Val MRR:0.31228, wikidata12k_both +2023-06-04 18:25:35,373 - wikidata12k_both - [INFO] - [Epoch:14]: Training Loss:0.001199 + +2023-06-04 18:25:35,905 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 18:26:20,787 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 18:26:34,362 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 18:27:19,351 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 18:27:32,732 - wikidata12k_both - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.45551, Head : 0.18309, Avg : 0.3193 + +2023-06-04 18:27:33,979 - wikidata12k_both - [INFO] - [Epoch 14]: Training Loss: 0.0011994, Valid MRR: 0.3193, + + + +2023-06-04 18:27:35,264 - wikidata12k_both - [INFO] - [E:15| 0]: Train Loss:0.0011567, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:29:32,593 - wikidata12k_both - [INFO] - [E:15| 100]: Train Loss:0.0011923, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:31:02,730 - wikidata12k_both - [INFO] - [E:15| 200]: Train Loss:0.0011873, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:32:52,702 - wikidata12k_both - [INFO] - [E:15| 300]: Train Loss:0.0011888, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:34:59,324 - wikidata12k_both - [INFO] - [E:15| 400]: Train Loss:0.0011867, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:37:05,937 - wikidata12k_both - [INFO] - [E:15| 500]: Train Loss:0.0011862, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:39:12,647 - wikidata12k_both - [INFO] - [E:15| 600]: Train Loss:0.0011851, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:41:19,282 - wikidata12k_both - [INFO] - [E:15| 700]: Train Loss:0.0011853, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:43:25,945 - wikidata12k_both - [INFO] - [E:15| 800]: Train Loss:0.0011844, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:45:32,333 - wikidata12k_both - [INFO] - [E:15| 900]: Train Loss:0.0011833, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:47:39,147 - wikidata12k_both - [INFO] - [E:15| 1000]: Train Loss:0.0011833, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:49:45,747 - wikidata12k_both - [INFO] - [E:15| 1100]: Train Loss:0.0011826, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:51:30,548 - wikidata12k_both - [INFO] - [E:15| 1200]: Train Loss:0.001183, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:53:00,896 - wikidata12k_both - [INFO] - [E:15| 1300]: Train Loss:0.001183, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:55:03,316 - wikidata12k_both - [INFO] - [E:15| 1400]: Train Loss:0.0011828, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:57:09,998 - wikidata12k_both - [INFO] - [E:15| 1500]: Train Loss:0.001182, Val MRR:0.3193, wikidata12k_both +2023-06-04 18:59:16,827 - wikidata12k_both - [INFO] - [E:15| 1600]: Train Loss:0.0011827, Val MRR:0.3193, wikidata12k_both +2023-06-04 19:00:39,474 - wikidata12k_both - [INFO] - [Epoch:15]: Training Loss:0.001182 + +2023-06-04 19:00:39,898 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 19:01:24,785 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 19:01:38,456 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 19:02:23,791 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 19:02:37,147 - wikidata12k_both - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.45977, Head : 0.24577, Avg : 0.35277 + +2023-06-04 19:02:38,507 - wikidata12k_both - [INFO] - [Epoch 15]: Training Loss: 0.0011824, Valid MRR: 0.35277, + + + +2023-06-04 19:02:39,789 - wikidata12k_both - [INFO] - [E:16| 0]: Train Loss:0.0011444, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:04:46,542 - wikidata12k_both - [INFO] - [E:16| 100]: Train Loss:0.0011727, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:06:52,945 - wikidata12k_both - [INFO] - [E:16| 200]: Train Loss:0.001173, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:08:59,680 - wikidata12k_both - [INFO] - [E:16| 300]: Train Loss:0.001171, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:11:06,367 - wikidata12k_both - [INFO] - [E:16| 400]: Train Loss:0.0011733, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:12:52,654 - wikidata12k_both - [INFO] - [E:16| 500]: Train Loss:0.0011726, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:14:22,720 - wikidata12k_both - [INFO] - [E:16| 600]: Train Loss:0.0011714, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:16:23,573 - wikidata12k_both - [INFO] - [E:16| 700]: Train Loss:0.0011697, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:18:30,602 - wikidata12k_both - [INFO] - [E:16| 800]: Train Loss:0.0011684, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:20:37,299 - wikidata12k_both - [INFO] - [E:16| 900]: Train Loss:0.0011687, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:22:44,270 - wikidata12k_both - [INFO] - [E:16| 1000]: Train Loss:0.0011677, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:24:51,115 - wikidata12k_both - [INFO] - [E:16| 1100]: Train Loss:0.0011673, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:26:58,087 - wikidata12k_both - [INFO] - [E:16| 1200]: Train Loss:0.0011673, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:29:05,097 - wikidata12k_both - [INFO] - [E:16| 1300]: Train Loss:0.0011673, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:31:11,964 - wikidata12k_both - [INFO] - [E:16| 1400]: Train Loss:0.0011679, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:33:18,614 - wikidata12k_both - [INFO] - [E:16| 1500]: Train Loss:0.0011673, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:34:51,688 - wikidata12k_both - [INFO] - [E:16| 1600]: Train Loss:0.0011668, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:35:50,810 - wikidata12k_both - [INFO] - [Epoch:16]: Training Loss:0.001167 + +2023-06-04 19:35:51,086 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 19:36:30,125 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 19:36:43,738 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 19:37:29,057 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 19:37:42,355 - wikidata12k_both - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.46629, Head : 0.21842, Avg : 0.34236 + +2023-06-04 19:37:42,355 - wikidata12k_both - [INFO] - [Epoch 16]: Training Loss: 0.0011668, Valid MRR: 0.35277, + + + +2023-06-04 19:37:43,639 - wikidata12k_both - [INFO] - [E:17| 0]: Train Loss:0.0011863, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:39:50,410 - wikidata12k_both - [INFO] - [E:17| 100]: Train Loss:0.0011525, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:41:57,432 - wikidata12k_both - [INFO] - [E:17| 200]: Train Loss:0.0011555, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:44:04,023 - wikidata12k_both - [INFO] - [E:17| 300]: Train Loss:0.0011538, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:46:10,741 - wikidata12k_both - [INFO] - [E:17| 400]: Train Loss:0.0011562, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:48:17,312 - wikidata12k_both - [INFO] - [E:17| 500]: Train Loss:0.001158, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:50:24,092 - wikidata12k_both - [INFO] - [E:17| 600]: Train Loss:0.0011578, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:52:30,909 - wikidata12k_both - [INFO] - [E:17| 700]: Train Loss:0.0011572, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:54:37,514 - wikidata12k_both - [INFO] - [E:17| 800]: Train Loss:0.0011565, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:56:12,593 - wikidata12k_both - [INFO] - [E:17| 900]: Train Loss:0.001156, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:57:48,225 - wikidata12k_both - [INFO] - [E:17| 1000]: Train Loss:0.0011558, Val MRR:0.35277, wikidata12k_both +2023-06-04 19:59:54,844 - wikidata12k_both - [INFO] - [E:17| 1100]: Train Loss:0.0011552, Val MRR:0.35277, wikidata12k_both +2023-06-04 20:02:01,406 - wikidata12k_both - [INFO] - [E:17| 1200]: Train Loss:0.001155, Val MRR:0.35277, wikidata12k_both +2023-06-04 20:04:08,084 - wikidata12k_both - [INFO] - [E:17| 1300]: Train Loss:0.0011554, Val MRR:0.35277, wikidata12k_both +2023-06-04 20:06:14,928 - wikidata12k_both - [INFO] - [E:17| 1400]: Train Loss:0.0011553, Val MRR:0.35277, wikidata12k_both +2023-06-04 20:08:21,650 - wikidata12k_both - [INFO] - [E:17| 1500]: Train Loss:0.0011552, Val MRR:0.35277, wikidata12k_both +2023-06-04 20:10:28,567 - wikidata12k_both - [INFO] - [E:17| 1600]: Train Loss:0.0011546, Val MRR:0.35277, wikidata12k_both +2023-06-04 20:11:51,289 - wikidata12k_both - [INFO] - [Epoch:17]: Training Loss:0.001155 + +2023-06-04 20:11:51,748 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 20:12:36,550 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 20:12:50,235 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 20:13:35,445 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 20:13:48,847 - wikidata12k_both - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.46908, Head : 0.2516, Avg : 0.36034 + +2023-06-04 20:13:50,095 - wikidata12k_both - [INFO] - [Epoch 17]: Training Loss: 0.0011545, Valid MRR: 0.36034, + + + +2023-06-04 20:13:51,246 - wikidata12k_both - [INFO] - [E:18| 0]: Train Loss:0.0011738, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:15:57,680 - wikidata12k_both - [INFO] - [E:18| 100]: Train Loss:0.0011495, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:17:34,591 - wikidata12k_both - [INFO] - [E:18| 200]: Train Loss:0.001147, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:19:08,381 - wikidata12k_both - [INFO] - [E:18| 300]: Train Loss:0.001146, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:21:15,074 - wikidata12k_both - [INFO] - [E:18| 400]: Train Loss:0.0011465, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:23:21,682 - wikidata12k_both - [INFO] - [E:18| 500]: Train Loss:0.0011464, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:25:28,662 - wikidata12k_both - [INFO] - [E:18| 600]: Train Loss:0.0011469, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:27:35,428 - wikidata12k_both - [INFO] - [E:18| 700]: Train Loss:0.0011476, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:29:41,807 - wikidata12k_both - [INFO] - [E:18| 800]: Train Loss:0.0011476, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:31:48,469 - wikidata12k_both - [INFO] - [E:18| 900]: Train Loss:0.0011467, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:33:54,887 - wikidata12k_both - [INFO] - [E:18| 1000]: Train Loss:0.0011465, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:36:01,600 - wikidata12k_both - [INFO] - [E:18| 1100]: Train Loss:0.0011463, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:38:02,193 - wikidata12k_both - [INFO] - [E:18| 1200]: Train Loss:0.0011451, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:39:32,419 - wikidata12k_both - [INFO] - [E:18| 1300]: Train Loss:0.001145, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:41:18,575 - wikidata12k_both - [INFO] - [E:18| 1400]: Train Loss:0.0011445, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:43:25,342 - wikidata12k_both - [INFO] - [E:18| 1500]: Train Loss:0.0011442, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:45:32,003 - wikidata12k_both - [INFO] - [E:18| 1600]: Train Loss:0.0011442, Val MRR:0.36034, wikidata12k_both +2023-06-04 20:46:54,613 - wikidata12k_both - [INFO] - [Epoch:18]: Training Loss:0.001144 + +2023-06-04 20:46:55,116 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 20:47:39,902 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 20:47:53,612 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 20:48:38,790 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 20:48:52,215 - wikidata12k_both - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.46343, Head : 0.29402, Avg : 0.37872 + +2023-06-04 20:48:53,442 - wikidata12k_both - [INFO] - [Epoch 18]: Training Loss: 0.0011438, Valid MRR: 0.37872, + + + +2023-06-04 20:48:54,756 - wikidata12k_both - [INFO] - [E:19| 0]: Train Loss:0.0011798, Val MRR:0.37872, wikidata12k_both +2023-06-04 20:51:01,789 - wikidata12k_both - [INFO] - [E:19| 100]: Train Loss:0.001129, Val MRR:0.37872, wikidata12k_both +2023-06-04 20:53:08,362 - wikidata12k_both - [INFO] - [E:19| 200]: Train Loss:0.0011374, Val MRR:0.37872, wikidata12k_both +2023-06-04 20:55:15,119 - wikidata12k_both - [INFO] - [E:19| 300]: Train Loss:0.0011354, Val MRR:0.37872, wikidata12k_both +2023-06-04 20:57:21,760 - wikidata12k_both - [INFO] - [E:19| 400]: Train Loss:0.0011356, Val MRR:0.37872, wikidata12k_both +2023-06-04 20:59:24,081 - wikidata12k_both - [INFO] - [E:19| 500]: Train Loss:0.0011351, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:00:54,352 - wikidata12k_both - [INFO] - [E:19| 600]: Train Loss:0.0011349, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:02:39,426 - wikidata12k_both - [INFO] - [E:19| 700]: Train Loss:0.0011351, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:04:46,467 - wikidata12k_both - [INFO] - [E:19| 800]: Train Loss:0.0011348, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:06:53,224 - wikidata12k_both - [INFO] - [E:19| 900]: Train Loss:0.0011348, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:08:59,770 - wikidata12k_both - [INFO] - [E:19| 1000]: Train Loss:0.0011356, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:11:06,504 - wikidata12k_both - [INFO] - [E:19| 1100]: Train Loss:0.0011351, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:13:13,155 - wikidata12k_both - [INFO] - [E:19| 1200]: Train Loss:0.0011351, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:15:20,008 - wikidata12k_both - [INFO] - [E:19| 1300]: Train Loss:0.0011359, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:17:26,926 - wikidata12k_both - [INFO] - [E:19| 1400]: Train Loss:0.0011362, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:19:33,592 - wikidata12k_both - [INFO] - [E:19| 1500]: Train Loss:0.0011359, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:21:22,307 - wikidata12k_both - [INFO] - [E:19| 1600]: Train Loss:0.0011358, Val MRR:0.37872, wikidata12k_both +2023-06-04 21:22:21,221 - wikidata12k_both - [INFO] - [Epoch:19]: Training Loss:0.001136 + +2023-06-04 21:22:21,478 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 21:22:51,929 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 21:23:01,261 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 21:23:40,825 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 21:23:54,185 - wikidata12k_both - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.47225, Head : 0.30473, Avg : 0.38849 + MR: Tail : 323.86, Head : 416.1, Avg : 369.98 + Hit-1: Tail : 0.37709, Head : 0.22739, Avg : 0.30224 + Hit-3: Tail : 0.53259, Head : 0.3286, Avg : 0.4306 + Hit-10: Tail : 0.63434, Head : 0.46651, Avg : 0.55043 +2023-06-04 21:23:55,415 - wikidata12k_both - [INFO] - [Epoch 19]: Training Loss: 0.0011355, Valid MRR: 0.38849, + + + +2023-06-04 21:23:56,671 - wikidata12k_both - [INFO] - [E:20| 0]: Train Loss:0.0011469, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:26:03,703 - wikidata12k_both - [INFO] - [E:20| 100]: Train Loss:0.0011279, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:28:10,523 - wikidata12k_both - [INFO] - [E:20| 200]: Train Loss:0.0011302, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:30:16,885 - wikidata12k_both - [INFO] - [E:20| 300]: Train Loss:0.0011304, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:32:23,241 - wikidata12k_both - [INFO] - [E:20| 400]: Train Loss:0.0011303, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:34:29,891 - wikidata12k_both - [INFO] - [E:20| 500]: Train Loss:0.0011307, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:36:36,757 - wikidata12k_both - [INFO] - [E:20| 600]: Train Loss:0.0011306, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:38:43,376 - wikidata12k_both - [INFO] - [E:20| 700]: Train Loss:0.0011297, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:40:50,356 - wikidata12k_both - [INFO] - [E:20| 800]: Train Loss:0.0011293, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:42:41,338 - wikidata12k_both - [INFO] - [E:20| 900]: Train Loss:0.0011282, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:44:11,537 - wikidata12k_both - [INFO] - [E:20| 1000]: Train Loss:0.0011283, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:46:07,882 - wikidata12k_both - [INFO] - [E:20| 1100]: Train Loss:0.0011278, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:48:14,776 - wikidata12k_both - [INFO] - [E:20| 1200]: Train Loss:0.0011275, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:50:21,437 - wikidata12k_both - [INFO] - [E:20| 1300]: Train Loss:0.0011272, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:52:28,223 - wikidata12k_both - [INFO] - [E:20| 1400]: Train Loss:0.0011272, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:54:35,179 - wikidata12k_both - [INFO] - [E:20| 1500]: Train Loss:0.0011267, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:56:42,287 - wikidata12k_both - [INFO] - [E:20| 1600]: Train Loss:0.0011265, Val MRR:0.38849, wikidata12k_both +2023-06-04 21:58:05,033 - wikidata12k_both - [INFO] - [Epoch:20]: Training Loss:0.001126 + +2023-06-04 21:58:05,569 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 21:58:50,288 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 21:59:03,944 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 21:59:49,283 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 22:00:02,621 - wikidata12k_both - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.46658, Head : 0.31342, Avg : 0.39 + +2023-06-04 22:00:03,950 - wikidata12k_both - [INFO] - [Epoch 20]: Training Loss: 0.0011264, Valid MRR: 0.39, + + + +2023-06-04 22:00:05,205 - wikidata12k_both - [INFO] - [E:21| 0]: Train Loss:0.0012433, Val MRR:0.39, wikidata12k_both +2023-06-04 22:02:12,182 - wikidata12k_both - [INFO] - [E:21| 100]: Train Loss:0.0011156, Val MRR:0.39, wikidata12k_both +2023-06-04 22:04:03,601 - wikidata12k_both - [INFO] - [E:21| 200]: Train Loss:0.001119, Val MRR:0.39, wikidata12k_both +2023-06-04 22:05:33,975 - wikidata12k_both - [INFO] - [E:21| 300]: Train Loss:0.001119, Val MRR:0.39, wikidata12k_both +2023-06-04 22:07:29,692 - wikidata12k_both - [INFO] - [E:21| 400]: Train Loss:0.0011187, Val MRR:0.39, wikidata12k_both +2023-06-04 22:09:36,730 - wikidata12k_both - [INFO] - [E:21| 500]: Train Loss:0.0011183, Val MRR:0.39, wikidata12k_both +2023-06-04 22:11:43,866 - wikidata12k_both - [INFO] - [E:21| 600]: Train Loss:0.0011172, Val MRR:0.39, wikidata12k_both +2023-06-04 22:13:51,021 - wikidata12k_both - [INFO] - [E:21| 700]: Train Loss:0.0011171, Val MRR:0.39, wikidata12k_both +2023-06-04 22:15:57,941 - wikidata12k_both - [INFO] - [E:21| 800]: Train Loss:0.0011175, Val MRR:0.39, wikidata12k_both +2023-06-04 22:18:04,674 - wikidata12k_both - [INFO] - [E:21| 900]: Train Loss:0.0011181, Val MRR:0.39, wikidata12k_both +2023-06-04 22:20:11,630 - wikidata12k_both - [INFO] - [E:21| 1000]: Train Loss:0.0011185, Val MRR:0.39, wikidata12k_both +2023-06-04 22:22:18,661 - wikidata12k_both - [INFO] - [E:21| 1100]: Train Loss:0.0011186, Val MRR:0.39, wikidata12k_both +2023-06-04 22:24:25,331 - wikidata12k_both - [INFO] - [E:21| 1200]: Train Loss:0.0011181, Val MRR:0.39, wikidata12k_both +2023-06-04 22:26:03,476 - wikidata12k_both - [INFO] - [E:21| 1300]: Train Loss:0.0011185, Val MRR:0.39, wikidata12k_both +2023-06-04 22:27:36,031 - wikidata12k_both - [INFO] - [E:21| 1400]: Train Loss:0.0011184, Val MRR:0.39, wikidata12k_both +2023-06-04 22:29:43,135 - wikidata12k_both - [INFO] - [E:21| 1500]: Train Loss:0.0011187, Val MRR:0.39, wikidata12k_both +2023-06-04 22:31:49,891 - wikidata12k_both - [INFO] - [E:21| 1600]: Train Loss:0.0011187, Val MRR:0.39, wikidata12k_both +2023-06-04 22:33:12,808 - wikidata12k_both - [INFO] - [Epoch:21]: Training Loss:0.001119 + +2023-06-04 22:33:13,345 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 22:33:58,375 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 22:34:12,184 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 22:34:57,463 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 22:35:10,927 - wikidata12k_both - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.4778, Head : 0.32312, Avg : 0.40046 + +2023-06-04 22:35:12,096 - wikidata12k_both - [INFO] - [Epoch 21]: Training Loss: 0.0011188, Valid MRR: 0.40046, + + + +2023-06-04 22:35:13,374 - wikidata12k_both - [INFO] - [E:22| 0]: Train Loss:0.0010955, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:37:20,993 - wikidata12k_both - [INFO] - [E:22| 100]: Train Loss:0.0011137, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:39:28,179 - wikidata12k_both - [INFO] - [E:22| 200]: Train Loss:0.0011132, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:41:35,473 - wikidata12k_both - [INFO] - [E:22| 300]: Train Loss:0.001114, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:43:42,733 - wikidata12k_both - [INFO] - [E:22| 400]: Train Loss:0.0011138, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:45:50,208 - wikidata12k_both - [INFO] - [E:22| 500]: Train Loss:0.001113, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:47:26,398 - wikidata12k_both - [INFO] - [E:22| 600]: Train Loss:0.0011136, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:49:00,887 - wikidata12k_both - [INFO] - [E:22| 700]: Train Loss:0.0011127, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:51:08,227 - wikidata12k_both - [INFO] - [E:22| 800]: Train Loss:0.0011131, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:53:15,459 - wikidata12k_both - [INFO] - [E:22| 900]: Train Loss:0.0011136, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:55:22,964 - wikidata12k_both - [INFO] - [E:22| 1000]: Train Loss:0.0011141, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:57:30,367 - wikidata12k_both - [INFO] - [E:22| 1100]: Train Loss:0.0011139, Val MRR:0.40046, wikidata12k_both +2023-06-04 22:59:37,824 - wikidata12k_both - [INFO] - [E:22| 1200]: Train Loss:0.0011137, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:01:44,827 - wikidata12k_both - [INFO] - [E:22| 1300]: Train Loss:0.0011136, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:03:52,326 - wikidata12k_both - [INFO] - [E:22| 1400]: Train Loss:0.001113, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:06:00,037 - wikidata12k_both - [INFO] - [E:22| 1500]: Train Loss:0.0011127, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:07:56,439 - wikidata12k_both - [INFO] - [E:22| 1600]: Train Loss:0.0011125, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:08:55,316 - wikidata12k_both - [INFO] - [Epoch:22]: Training Loss:0.001112 + +2023-06-04 23:08:55,544 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 23:09:26,136 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 23:09:35,423 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 23:10:06,484 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 23:10:19,839 - wikidata12k_both - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.47773, Head : 0.30676, Avg : 0.39225 + +2023-06-04 23:10:19,839 - wikidata12k_both - [INFO] - [Epoch 22]: Training Loss: 0.0011124, Valid MRR: 0.40046, + + + +2023-06-04 23:10:21,159 - wikidata12k_both - [INFO] - [E:23| 0]: Train Loss:0.0011144, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:12:28,506 - wikidata12k_both - [INFO] - [E:23| 100]: Train Loss:0.0011019, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:14:35,646 - wikidata12k_both - [INFO] - [E:23| 200]: Train Loss:0.0011027, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:16:42,953 - wikidata12k_both - [INFO] - [E:23| 300]: Train Loss:0.001102, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:18:50,457 - wikidata12k_both - [INFO] - [E:23| 400]: Train Loss:0.0011031, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:20:57,854 - wikidata12k_both - [INFO] - [E:23| 500]: Train Loss:0.0011033, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:23:04,954 - wikidata12k_both - [INFO] - [E:23| 600]: Train Loss:0.001103, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:25:12,224 - wikidata12k_both - [INFO] - [E:23| 700]: Train Loss:0.0011036, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:27:19,764 - wikidata12k_both - [INFO] - [E:23| 800]: Train Loss:0.0011043, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:29:15,761 - wikidata12k_both - [INFO] - [E:23| 900]: Train Loss:0.0011047, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:30:45,873 - wikidata12k_both - [INFO] - [E:23| 1000]: Train Loss:0.0011061, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:32:37,967 - wikidata12k_both - [INFO] - [E:23| 1100]: Train Loss:0.001106, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:34:45,510 - wikidata12k_both - [INFO] - [E:23| 1200]: Train Loss:0.0011061, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:36:52,816 - wikidata12k_both - [INFO] - [E:23| 1300]: Train Loss:0.0011056, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:39:00,306 - wikidata12k_both - [INFO] - [E:23| 1400]: Train Loss:0.0011057, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:41:07,554 - wikidata12k_both - [INFO] - [E:23| 1500]: Train Loss:0.0011056, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:43:15,113 - wikidata12k_both - [INFO] - [E:23| 1600]: Train Loss:0.0011059, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:44:38,483 - wikidata12k_both - [INFO] - [Epoch:23]: Training Loss:0.001106 + +2023-06-04 23:44:38,948 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-04 23:45:24,196 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-04 23:45:37,908 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-04 23:46:23,248 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-04 23:46:36,681 - wikidata12k_both - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.48045, Head : 0.30138, Avg : 0.39092 + +2023-06-04 23:46:36,681 - wikidata12k_both - [INFO] - [Epoch 23]: Training Loss: 0.001106, Valid MRR: 0.40046, + + + +2023-06-04 23:46:37,992 - wikidata12k_both - [INFO] - [E:24| 0]: Train Loss:0.0011139, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:48:45,043 - wikidata12k_both - [INFO] - [E:24| 100]: Train Loss:0.0010998, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:50:39,258 - wikidata12k_both - [INFO] - [E:24| 200]: Train Loss:0.0011029, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:52:09,436 - wikidata12k_both - [INFO] - [E:24| 300]: Train Loss:0.0011019, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:54:03,426 - wikidata12k_both - [INFO] - [E:24| 400]: Train Loss:0.0011028, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:56:11,197 - wikidata12k_both - [INFO] - [E:24| 500]: Train Loss:0.0011022, Val MRR:0.40046, wikidata12k_both +2023-06-04 23:58:18,368 - wikidata12k_both - [INFO] - [E:24| 600]: Train Loss:0.0011014, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:00:25,763 - wikidata12k_both - [INFO] - [E:24| 700]: Train Loss:0.0011013, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:02:32,975 - wikidata12k_both - [INFO] - [E:24| 800]: Train Loss:0.0011015, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:04:40,523 - wikidata12k_both - [INFO] - [E:24| 900]: Train Loss:0.0011013, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:06:47,818 - wikidata12k_both - [INFO] - [E:24| 1000]: Train Loss:0.0011012, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:08:55,301 - wikidata12k_both - [INFO] - [E:24| 1100]: Train Loss:0.0011012, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:11:02,727 - wikidata12k_both - [INFO] - [E:24| 1200]: Train Loss:0.0011011, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:12:40,255 - wikidata12k_both - [INFO] - [E:24| 1300]: Train Loss:0.0011009, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:14:14,184 - wikidata12k_both - [INFO] - [E:24| 1400]: Train Loss:0.0011003, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:16:21,460 - wikidata12k_both - [INFO] - [E:24| 1500]: Train Loss:0.0011003, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:18:29,000 - wikidata12k_both - [INFO] - [E:24| 1600]: Train Loss:0.0011003, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:19:52,211 - wikidata12k_both - [INFO] - [Epoch:24]: Training Loss:0.0011 + +2023-06-05 00:19:52,621 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 00:20:37,829 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 00:20:51,500 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 00:21:36,814 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 00:21:50,240 - wikidata12k_both - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.4833, Head : 0.30989, Avg : 0.39659 + +2023-06-05 00:21:50,241 - wikidata12k_both - [INFO] - [Epoch 24]: Training Loss: 0.0011002, Valid MRR: 0.40046, + + + +2023-06-05 00:21:51,568 - wikidata12k_both - [INFO] - [E:25| 0]: Train Loss:0.0011079, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:23:58,898 - wikidata12k_both - [INFO] - [E:25| 100]: Train Loss:0.0010921, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:26:05,990 - wikidata12k_both - [INFO] - [E:25| 200]: Train Loss:0.0010922, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:28:13,531 - wikidata12k_both - [INFO] - [E:25| 300]: Train Loss:0.0010939, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:30:20,546 - wikidata12k_both - [INFO] - [E:25| 400]: Train Loss:0.0010941, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:32:26,672 - wikidata12k_both - [INFO] - [E:25| 500]: Train Loss:0.0010946, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:34:09,967 - wikidata12k_both - [INFO] - [E:25| 600]: Train Loss:0.0010949, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:36:04,777 - wikidata12k_both - [INFO] - [E:25| 700]: Train Loss:0.0010948, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:38:11,011 - wikidata12k_both - [INFO] - [E:25| 800]: Train Loss:0.0010956, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:40:17,045 - wikidata12k_both - [INFO] - [E:25| 900]: Train Loss:0.0010954, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:42:23,269 - wikidata12k_both - [INFO] - [E:25| 1000]: Train Loss:0.001095, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:44:29,086 - wikidata12k_both - [INFO] - [E:25| 1100]: Train Loss:0.0010955, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:46:35,015 - wikidata12k_both - [INFO] - [E:25| 1200]: Train Loss:0.0010956, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:48:41,175 - wikidata12k_both - [INFO] - [E:25| 1300]: Train Loss:0.0010956, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:50:47,125 - wikidata12k_both - [INFO] - [E:25| 1400]: Train Loss:0.0010954, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:52:53,394 - wikidata12k_both - [INFO] - [E:25| 1500]: Train Loss:0.0010949, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:54:45,443 - wikidata12k_both - [INFO] - [E:25| 1600]: Train Loss:0.001095, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:55:51,379 - wikidata12k_both - [INFO] - [Epoch:25]: Training Loss:0.001095 + +2023-06-05 00:55:51,757 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 00:56:35,867 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 00:56:49,499 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 00:57:34,213 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 00:57:47,415 - wikidata12k_both - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.48142, Head : 0.31274, Avg : 0.39708 + +2023-06-05 00:57:47,416 - wikidata12k_both - [INFO] - [Epoch 25]: Training Loss: 0.0010948, Valid MRR: 0.40046, + + + +2023-06-05 00:57:48,690 - wikidata12k_both - [INFO] - [E:26| 0]: Train Loss:0.0011139, Val MRR:0.40046, wikidata12k_both +2023-06-05 00:59:54,440 - wikidata12k_both - [INFO] - [E:26| 100]: Train Loss:0.0010912, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:02:00,396 - wikidata12k_both - [INFO] - [E:26| 200]: Train Loss:0.0010873, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:04:06,497 - wikidata12k_both - [INFO] - [E:26| 300]: Train Loss:0.0010889, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:06:12,597 - wikidata12k_both - [INFO] - [E:26| 400]: Train Loss:0.0010892, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:08:18,845 - wikidata12k_both - [INFO] - [E:26| 500]: Train Loss:0.0010897, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:10:24,801 - wikidata12k_both - [INFO] - [E:26| 600]: Train Loss:0.0010896, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:12:30,742 - wikidata12k_both - [INFO] - [E:26| 700]: Train Loss:0.0010905, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:14:36,776 - wikidata12k_both - [INFO] - [E:26| 800]: Train Loss:0.0010901, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:16:19,676 - wikidata12k_both - [INFO] - [E:26| 900]: Train Loss:0.0010904, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:18:17,076 - wikidata12k_both - [INFO] - [E:26| 1000]: Train Loss:0.0010901, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:20:24,336 - wikidata12k_both - [INFO] - [E:26| 1100]: Train Loss:0.00109, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:22:31,350 - wikidata12k_both - [INFO] - [E:26| 1200]: Train Loss:0.0010901, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:24:38,482 - wikidata12k_both - [INFO] - [E:26| 1300]: Train Loss:0.00109, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:26:45,506 - wikidata12k_both - [INFO] - [E:26| 1400]: Train Loss:0.0010898, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:28:52,665 - wikidata12k_both - [INFO] - [E:26| 1500]: Train Loss:0.0010896, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:30:59,754 - wikidata12k_both - [INFO] - [E:26| 1600]: Train Loss:0.0010901, Val MRR:0.40046, wikidata12k_both +2023-06-05 01:32:22,747 - wikidata12k_both - [INFO] - [Epoch:26]: Training Loss:0.00109 + +2023-06-05 01:32:23,221 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 01:33:08,161 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 01:33:21,992 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 01:34:07,218 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 01:34:20,643 - wikidata12k_both - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.48483, Head : 0.32562, Avg : 0.40522 + +2023-06-05 01:34:22,095 - wikidata12k_both - [INFO] - [Epoch 26]: Training Loss: 0.0010903, Valid MRR: 0.40522, + + + +2023-06-05 01:34:23,353 - wikidata12k_both - [INFO] - [E:27| 0]: Train Loss:0.001129, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:36:16,174 - wikidata12k_both - [INFO] - [E:27| 100]: Train Loss:0.0010905, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:37:46,882 - wikidata12k_both - [INFO] - [E:27| 200]: Train Loss:0.0010903, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:39:42,869 - wikidata12k_both - [INFO] - [E:27| 300]: Train Loss:0.0010879, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:41:49,775 - wikidata12k_both - [INFO] - [E:27| 400]: Train Loss:0.001087, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:43:56,957 - wikidata12k_both - [INFO] - [E:27| 500]: Train Loss:0.0010869, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:46:04,216 - wikidata12k_both - [INFO] - [E:27| 600]: Train Loss:0.0010884, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:48:11,332 - wikidata12k_both - [INFO] - [E:27| 700]: Train Loss:0.0010888, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:50:18,645 - wikidata12k_both - [INFO] - [E:27| 800]: Train Loss:0.0010879, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:52:25,706 - wikidata12k_both - [INFO] - [E:27| 900]: Train Loss:0.0010876, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:54:32,462 - wikidata12k_both - [INFO] - [E:27| 1000]: Train Loss:0.0010878, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:56:39,606 - wikidata12k_both - [INFO] - [E:27| 1100]: Train Loss:0.0010872, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:58:16,986 - wikidata12k_both - [INFO] - [E:27| 1200]: Train Loss:0.0010873, Val MRR:0.40522, wikidata12k_both +2023-06-05 01:59:51,953 - wikidata12k_both - [INFO] - [E:27| 1300]: Train Loss:0.0010869, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:01:59,091 - wikidata12k_both - [INFO] - [E:27| 1400]: Train Loss:0.0010867, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:04:06,476 - wikidata12k_both - [INFO] - [E:27| 1500]: Train Loss:0.0010871, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:06:13,789 - wikidata12k_both - [INFO] - [E:27| 1600]: Train Loss:0.0010866, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:07:37,035 - wikidata12k_both - [INFO] - [Epoch:27]: Training Loss:0.001086 + +2023-06-05 02:07:37,530 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 02:08:22,384 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 02:08:36,124 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 02:09:21,463 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 02:09:34,915 - wikidata12k_both - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.48651, Head : 0.27869, Avg : 0.3826 + +2023-06-05 02:09:34,916 - wikidata12k_both - [INFO] - [Epoch 27]: Training Loss: 0.0010865, Valid MRR: 0.40522, + + + +2023-06-05 02:09:36,217 - wikidata12k_both - [INFO] - [E:28| 0]: Train Loss:0.0010786, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:11:43,186 - wikidata12k_both - [INFO] - [E:28| 100]: Train Loss:0.0010789, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:13:50,710 - wikidata12k_both - [INFO] - [E:28| 200]: Train Loss:0.0010801, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:15:58,117 - wikidata12k_both - [INFO] - [E:28| 300]: Train Loss:0.0010809, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:18:05,619 - wikidata12k_both - [INFO] - [E:28| 400]: Train Loss:0.0010793, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:19:40,755 - wikidata12k_both - [INFO] - [E:28| 500]: Train Loss:0.0010787, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:21:18,079 - wikidata12k_both - [INFO] - [E:28| 600]: Train Loss:0.0010786, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:23:25,576 - wikidata12k_both - [INFO] - [E:28| 700]: Train Loss:0.0010782, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:25:33,023 - wikidata12k_both - [INFO] - [E:28| 800]: Train Loss:0.0010787, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:27:40,213 - wikidata12k_both - [INFO] - [E:28| 900]: Train Loss:0.0010795, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:29:47,281 - wikidata12k_both - [INFO] - [E:28| 1000]: Train Loss:0.00108, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:31:54,255 - wikidata12k_both - [INFO] - [E:28| 1100]: Train Loss:0.00108, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:34:01,239 - wikidata12k_both - [INFO] - [E:28| 1200]: Train Loss:0.0010802, Val MRR:0.40522, wikidata12k_both +2023-06-05 02:36:08,669 - wikidata12k_both - [INFO] - [E:28| 1300]: Train Loss:0.0010805, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:39:23,852 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': True, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-05 05:39:32,537 - wikidata12k_both - [INFO] - Successfully Loaded previous model +2023-06-05 05:39:35,160 - wikidata12k_both - [INFO] - [E:0| 0]: Train Loss:0.0010987, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:40:40,156 - wikidata12k_both - [INFO] - [E:0| 100]: Train Loss:0.0010957, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:41:45,248 - wikidata12k_both - [INFO] - [E:0| 200]: Train Loss:0.0010913, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:42:50,235 - wikidata12k_both - [INFO] - [E:0| 300]: Train Loss:0.0010886, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:43:55,156 - wikidata12k_both - [INFO] - [E:0| 400]: Train Loss:0.0010864, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:45:00,140 - wikidata12k_both - [INFO] - [E:0| 500]: Train Loss:0.0010857, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:46:05,257 - wikidata12k_both - [INFO] - [E:0| 600]: Train Loss:0.0010847, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:47:10,450 - wikidata12k_both - [INFO] - [E:0| 700]: Train Loss:0.0010857, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:48:15,632 - wikidata12k_both - [INFO] - [E:0| 800]: Train Loss:0.0010851, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:49:20,907 - wikidata12k_both - [INFO] - [E:0| 900]: Train Loss:0.0010849, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:50:26,212 - wikidata12k_both - [INFO] - [E:0| 1000]: Train Loss:0.0010855, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:51:31,548 - wikidata12k_both - [INFO] - [E:0| 1100]: Train Loss:0.0010861, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:52:36,890 - wikidata12k_both - [INFO] - [E:0| 1200]: Train Loss:0.0010866, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:53:42,224 - wikidata12k_both - [INFO] - [E:0| 1300]: Train Loss:0.0010866, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:54:47,566 - wikidata12k_both - [INFO] - [E:0| 1400]: Train Loss:0.0010868, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:55:52,935 - wikidata12k_both - [INFO] - [E:0| 1500]: Train Loss:0.0010868, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:56:58,212 - wikidata12k_both - [INFO] - [E:0| 1600]: Train Loss:0.0010864, Val MRR:0.40522, wikidata12k_both +2023-06-05 05:57:40,934 - wikidata12k_both - [INFO] - [Epoch:0]: Training Loss:0.001086 + +2023-06-05 05:57:41,157 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 05:58:03,209 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 05:58:09,966 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 05:58:32,257 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 05:58:38,843 - wikidata12k_both - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.48209, Head : 0.33225, Avg : 0.40717 + +2023-06-05 05:58:40,093 - wikidata12k_both - [INFO] - [Epoch 0]: Training Loss: 0.0010864, Valid MRR: 0.40717, + + + +2023-06-05 05:58:40,760 - wikidata12k_both - [INFO] - [E:1| 0]: Train Loss:0.0010528, Val MRR:0.40717, wikidata12k_both +2023-06-05 05:59:45,878 - wikidata12k_both - [INFO] - [E:1| 100]: Train Loss:0.0010869, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:00:51,164 - wikidata12k_both - [INFO] - [E:1| 200]: Train Loss:0.0010837, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:01:56,424 - wikidata12k_both - [INFO] - [E:1| 300]: Train Loss:0.0010834, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:03:01,842 - wikidata12k_both - [INFO] - [E:1| 400]: Train Loss:0.0010823, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:04:07,236 - wikidata12k_both - [INFO] - [E:1| 500]: Train Loss:0.0010815, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:05:12,626 - wikidata12k_both - [INFO] - [E:1| 600]: Train Loss:0.0010809, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:06:18,050 - wikidata12k_both - [INFO] - [E:1| 700]: Train Loss:0.0010812, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:07:23,509 - wikidata12k_both - [INFO] - [E:1| 800]: Train Loss:0.001081, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:08:28,981 - wikidata12k_both - [INFO] - [E:1| 900]: Train Loss:0.0010808, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:09:34,381 - wikidata12k_both - [INFO] - [E:1| 1000]: Train Loss:0.0010813, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:10:39,871 - wikidata12k_both - [INFO] - [E:1| 1100]: Train Loss:0.0010818, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:11:45,350 - wikidata12k_both - [INFO] - [E:1| 1200]: Train Loss:0.0010815, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:12:50,813 - wikidata12k_both - [INFO] - [E:1| 1300]: Train Loss:0.0010816, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:13:56,711 - wikidata12k_both - [INFO] - [E:1| 1400]: Train Loss:0.0010816, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:15:02,535 - wikidata12k_both - [INFO] - [E:1| 1500]: Train Loss:0.0010816, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:16:07,952 - wikidata12k_both - [INFO] - [E:1| 1600]: Train Loss:0.0010817, Val MRR:0.40717, wikidata12k_both +2023-06-05 06:16:50,708 - wikidata12k_both - [INFO] - [Epoch:1]: Training Loss:0.001082 + +2023-06-05 06:16:50,934 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 06:17:13,026 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 06:17:19,775 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 06:17:42,102 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 06:17:48,701 - wikidata12k_both - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.49021, Head : 0.32805, Avg : 0.40913 + +2023-06-05 06:17:50,128 - wikidata12k_both - [INFO] - [Epoch 1]: Training Loss: 0.0010815, Valid MRR: 0.40913, + + + +2023-06-05 06:17:50,820 - wikidata12k_both - [INFO] - [E:2| 0]: Train Loss:0.0010627, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:18:56,221 - wikidata12k_both - [INFO] - [E:2| 100]: Train Loss:0.0010763, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:20:01,672 - wikidata12k_both - [INFO] - [E:2| 200]: Train Loss:0.0010745, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:21:07,100 - wikidata12k_both - [INFO] - [E:2| 300]: Train Loss:0.001074, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:22:12,601 - wikidata12k_both - [INFO] - [E:2| 400]: Train Loss:0.0010743, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:23:18,099 - wikidata12k_both - [INFO] - [E:2| 500]: Train Loss:0.0010745, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:24:23,530 - wikidata12k_both - [INFO] - [E:2| 600]: Train Loss:0.0010752, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:25:29,037 - wikidata12k_both - [INFO] - [E:2| 700]: Train Loss:0.0010746, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:26:34,536 - wikidata12k_both - [INFO] - [E:2| 800]: Train Loss:0.0010754, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:27:40,068 - wikidata12k_both - [INFO] - [E:2| 900]: Train Loss:0.0010758, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:28:45,654 - wikidata12k_both - [INFO] - [E:2| 1000]: Train Loss:0.0010758, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:29:51,615 - wikidata12k_both - [INFO] - [E:2| 1100]: Train Loss:0.0010765, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:30:57,090 - wikidata12k_both - [INFO] - [E:2| 1200]: Train Loss:0.0010766, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:32:02,494 - wikidata12k_both - [INFO] - [E:2| 1300]: Train Loss:0.0010769, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:33:08,018 - wikidata12k_both - [INFO] - [E:2| 1400]: Train Loss:0.0010767, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:34:13,554 - wikidata12k_both - [INFO] - [E:2| 1500]: Train Loss:0.0010768, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:35:19,040 - wikidata12k_both - [INFO] - [E:2| 1600]: Train Loss:0.0010766, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:36:01,876 - wikidata12k_both - [INFO] - [Epoch:2]: Training Loss:0.001077 + +2023-06-05 06:36:02,104 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 06:36:24,223 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 06:36:30,974 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 06:36:53,341 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 06:36:59,955 - wikidata12k_both - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.48838, Head : 0.30476, Avg : 0.39657 + +2023-06-05 06:36:59,955 - wikidata12k_both - [INFO] - [Epoch 2]: Training Loss: 0.0010769, Valid MRR: 0.40913, + + + +2023-06-05 06:37:00,618 - wikidata12k_both - [INFO] - [E:3| 0]: Train Loss:0.0010572, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:38:06,124 - wikidata12k_both - [INFO] - [E:3| 100]: Train Loss:0.0010662, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:39:11,581 - wikidata12k_both - [INFO] - [E:3| 200]: Train Loss:0.001068, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:40:17,101 - wikidata12k_both - [INFO] - [E:3| 300]: Train Loss:0.0010715, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:41:22,631 - wikidata12k_both - [INFO] - [E:3| 400]: Train Loss:0.0010715, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:42:28,110 - wikidata12k_both - [INFO] - [E:3| 500]: Train Loss:0.0010714, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:43:33,649 - wikidata12k_both - [INFO] - [E:3| 600]: Train Loss:0.0010713, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:44:39,628 - wikidata12k_both - [INFO] - [E:3| 700]: Train Loss:0.0010718, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:45:45,364 - wikidata12k_both - [INFO] - [E:3| 800]: Train Loss:0.0010721, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:46:50,816 - wikidata12k_both - [INFO] - [E:3| 900]: Train Loss:0.0010726, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:47:56,275 - wikidata12k_both - [INFO] - [E:3| 1000]: Train Loss:0.0010726, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:49:01,743 - wikidata12k_both - [INFO] - [E:3| 1100]: Train Loss:0.0010733, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:50:07,229 - wikidata12k_both - [INFO] - [E:3| 1200]: Train Loss:0.0010732, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:51:12,703 - wikidata12k_both - [INFO] - [E:3| 1300]: Train Loss:0.0010732, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:52:18,133 - wikidata12k_both - [INFO] - [E:3| 1400]: Train Loss:0.0010734, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:53:23,623 - wikidata12k_both - [INFO] - [E:3| 1500]: Train Loss:0.0010737, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:54:29,212 - wikidata12k_both - [INFO] - [E:3| 1600]: Train Loss:0.0010737, Val MRR:0.40913, wikidata12k_both +2023-06-05 06:55:12,029 - wikidata12k_both - [INFO] - [Epoch:3]: Training Loss:0.001074 + +2023-06-05 06:55:12,251 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 06:55:34,371 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 06:55:41,138 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 06:56:03,518 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 06:56:10,132 - wikidata12k_both - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.49813, Head : 0.32343, Avg : 0.41078 + +2023-06-05 06:56:11,306 - wikidata12k_both - [INFO] - [Epoch 3]: Training Loss: 0.0010739, Valid MRR: 0.41078, + + + +2023-06-05 06:56:11,981 - wikidata12k_both - [INFO] - [E:4| 0]: Train Loss:0.001107, Val MRR:0.41078, wikidata12k_both +2023-06-05 06:57:17,421 - wikidata12k_both - [INFO] - [E:4| 100]: Train Loss:0.0010694, Val MRR:0.41078, wikidata12k_both +2023-06-05 06:58:22,971 - wikidata12k_both - [INFO] - [E:4| 200]: Train Loss:0.0010674, Val MRR:0.41078, wikidata12k_both +2023-06-05 06:59:28,787 - wikidata12k_both - [INFO] - [E:4| 300]: Train Loss:0.0010682, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:00:34,669 - wikidata12k_both - [INFO] - [E:4| 400]: Train Loss:0.001069, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:01:40,107 - wikidata12k_both - [INFO] - [E:4| 500]: Train Loss:0.0010686, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:02:45,662 - wikidata12k_both - [INFO] - [E:4| 600]: Train Loss:0.0010691, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:03:51,152 - wikidata12k_both - [INFO] - [E:4| 700]: Train Loss:0.0010696, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:04:56,642 - wikidata12k_both - [INFO] - [E:4| 800]: Train Loss:0.0010695, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:06:02,133 - wikidata12k_both - [INFO] - [E:4| 900]: Train Loss:0.0010697, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:07:07,669 - wikidata12k_both - [INFO] - [E:4| 1000]: Train Loss:0.00107, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:08:13,198 - wikidata12k_both - [INFO] - [E:4| 1100]: Train Loss:0.0010695, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:09:18,766 - wikidata12k_both - [INFO] - [E:4| 1200]: Train Loss:0.0010692, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:10:24,282 - wikidata12k_both - [INFO] - [E:4| 1300]: Train Loss:0.0010693, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:11:29,762 - wikidata12k_both - [INFO] - [E:4| 1400]: Train Loss:0.0010694, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:12:35,181 - wikidata12k_both - [INFO] - [E:4| 1500]: Train Loss:0.0010692, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:13:40,656 - wikidata12k_both - [INFO] - [E:4| 1600]: Train Loss:0.0010693, Val MRR:0.41078, wikidata12k_both +2023-06-05 07:14:23,424 - wikidata12k_both - [INFO] - [Epoch:4]: Training Loss:0.001069 + +2023-06-05 07:14:23,649 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 07:14:45,768 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 07:14:52,533 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 07:15:14,913 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 07:15:21,526 - wikidata12k_both - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.49841, Head : 0.33236, Avg : 0.41538 + +2023-06-05 07:15:22,730 - wikidata12k_both - [INFO] - [Epoch 4]: Training Loss: 0.0010694, Valid MRR: 0.41538, + + + +2023-06-05 07:15:23,397 - wikidata12k_both - [INFO] - [E:5| 0]: Train Loss:0.0010558, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:16:28,638 - wikidata12k_both - [INFO] - [E:5| 100]: Train Loss:0.001065, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:17:34,035 - wikidata12k_both - [INFO] - [E:5| 200]: Train Loss:0.0010647, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:18:39,444 - wikidata12k_both - [INFO] - [E:5| 300]: Train Loss:0.0010665, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:19:44,926 - wikidata12k_both - [INFO] - [E:5| 400]: Train Loss:0.0010676, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:20:50,497 - wikidata12k_both - [INFO] - [E:5| 500]: Train Loss:0.0010677, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:21:55,972 - wikidata12k_both - [INFO] - [E:5| 600]: Train Loss:0.0010678, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:23:01,456 - wikidata12k_both - [INFO] - [E:5| 700]: Train Loss:0.0010676, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:24:07,044 - wikidata12k_both - [INFO] - [E:5| 800]: Train Loss:0.0010677, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:25:12,520 - wikidata12k_both - [INFO] - [E:5| 900]: Train Loss:0.0010682, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:26:18,082 - wikidata12k_both - [INFO] - [E:5| 1000]: Train Loss:0.0010684, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:27:23,648 - wikidata12k_both - [INFO] - [E:5| 1100]: Train Loss:0.0010683, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:28:29,178 - wikidata12k_both - [INFO] - [E:5| 1200]: Train Loss:0.0010679, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:29:34,770 - wikidata12k_both - [INFO] - [E:5| 1300]: Train Loss:0.0010675, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:30:40,642 - wikidata12k_both - [INFO] - [E:5| 1400]: Train Loss:0.0010672, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:31:46,444 - wikidata12k_both - [INFO] - [E:5| 1500]: Train Loss:0.0010669, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:32:51,919 - wikidata12k_both - [INFO] - [E:5| 1600]: Train Loss:0.0010667, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:33:34,656 - wikidata12k_both - [INFO] - [Epoch:5]: Training Loss:0.001067 + +2023-06-05 07:33:34,882 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 07:33:56,970 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 07:34:03,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 07:34:26,057 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 07:34:32,674 - wikidata12k_both - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.49585, Head : 0.32999, Avg : 0.41292 + +2023-06-05 07:34:32,674 - wikidata12k_both - [INFO] - [Epoch 5]: Training Loss: 0.0010666, Valid MRR: 0.41538, + + + +2023-06-05 07:34:33,357 - wikidata12k_both - [INFO] - [E:6| 0]: Train Loss:0.0010328, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:35:38,901 - wikidata12k_both - [INFO] - [E:6| 100]: Train Loss:0.0010616, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:36:44,383 - wikidata12k_both - [INFO] - [E:6| 200]: Train Loss:0.0010616, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:37:49,860 - wikidata12k_both - [INFO] - [E:6| 300]: Train Loss:0.0010629, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:38:55,356 - wikidata12k_both - [INFO] - [E:6| 400]: Train Loss:0.0010631, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:40:00,870 - wikidata12k_both - [INFO] - [E:6| 500]: Train Loss:0.0010642, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:41:06,376 - wikidata12k_both - [INFO] - [E:6| 600]: Train Loss:0.0010639, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:42:11,914 - wikidata12k_both - [INFO] - [E:6| 700]: Train Loss:0.0010642, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:43:17,441 - wikidata12k_both - [INFO] - [E:6| 800]: Train Loss:0.0010641, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:44:22,933 - wikidata12k_both - [INFO] - [E:6| 900]: Train Loss:0.0010647, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:45:28,398 - wikidata12k_both - [INFO] - [E:6| 1000]: Train Loss:0.0010642, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:46:33,882 - wikidata12k_both - [INFO] - [E:6| 1100]: Train Loss:0.0010642, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:47:39,154 - wikidata12k_both - [INFO] - [E:6| 1200]: Train Loss:0.0010638, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:48:44,496 - wikidata12k_both - [INFO] - [E:6| 1300]: Train Loss:0.0010638, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:49:49,860 - wikidata12k_both - [INFO] - [E:6| 1400]: Train Loss:0.0010634, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:50:55,223 - wikidata12k_both - [INFO] - [E:6| 1500]: Train Loss:0.0010635, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:52:00,590 - wikidata12k_both - [INFO] - [E:6| 1600]: Train Loss:0.0010633, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:52:43,255 - wikidata12k_both - [INFO] - [Epoch:6]: Training Loss:0.001063 + +2023-06-05 07:52:43,481 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 07:53:05,580 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 07:53:12,353 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 07:53:34,685 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 07:53:41,276 - wikidata12k_both - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.49542, Head : 0.30351, Avg : 0.39947 + +2023-06-05 07:53:41,276 - wikidata12k_both - [INFO] - [Epoch 6]: Training Loss: 0.0010632, Valid MRR: 0.41538, + + + +2023-06-05 07:53:41,954 - wikidata12k_both - [INFO] - [E:7| 0]: Train Loss:0.0010126, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:54:47,372 - wikidata12k_both - [INFO] - [E:7| 100]: Train Loss:0.0010544, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:55:52,792 - wikidata12k_both - [INFO] - [E:7| 200]: Train Loss:0.0010538, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:56:58,167 - wikidata12k_both - [INFO] - [E:7| 300]: Train Loss:0.0010536, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:58:03,552 - wikidata12k_both - [INFO] - [E:7| 400]: Train Loss:0.0010549, Val MRR:0.41538, wikidata12k_both +2023-06-05 07:59:08,985 - wikidata12k_both - [INFO] - [E:7| 500]: Train Loss:0.0010568, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:00:14,432 - wikidata12k_both - [INFO] - [E:7| 600]: Train Loss:0.0010569, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:01:19,797 - wikidata12k_both - [INFO] - [E:7| 700]: Train Loss:0.0010563, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:02:25,063 - wikidata12k_both - [INFO] - [E:7| 800]: Train Loss:0.0010571, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:03:30,249 - wikidata12k_both - [INFO] - [E:7| 900]: Train Loss:0.0010575, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:04:35,452 - wikidata12k_both - [INFO] - [E:7| 1000]: Train Loss:0.0010585, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:05:40,796 - wikidata12k_both - [INFO] - [E:7| 1100]: Train Loss:0.0010586, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:06:46,106 - wikidata12k_both - [INFO] - [E:7| 1200]: Train Loss:0.0010589, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:07:51,461 - wikidata12k_both - [INFO] - [E:7| 1300]: Train Loss:0.0010595, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:08:56,822 - wikidata12k_both - [INFO] - [E:7| 1400]: Train Loss:0.0010595, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:10:02,158 - wikidata12k_both - [INFO] - [E:7| 1500]: Train Loss:0.0010592, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:11:07,580 - wikidata12k_both - [INFO] - [E:7| 1600]: Train Loss:0.0010592, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:11:50,370 - wikidata12k_both - [INFO] - [Epoch:7]: Training Loss:0.001059 + +2023-06-05 08:11:50,594 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 08:12:12,759 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 08:12:19,537 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 08:12:41,882 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 08:12:48,493 - wikidata12k_both - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.4968, Head : 0.33019, Avg : 0.41349 + +2023-06-05 08:12:48,493 - wikidata12k_both - [INFO] - [Epoch 7]: Training Loss: 0.0010595, Valid MRR: 0.41538, + + + +2023-06-05 08:12:49,172 - wikidata12k_both - [INFO] - [E:8| 0]: Train Loss:0.0010927, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:13:54,565 - wikidata12k_both - [INFO] - [E:8| 100]: Train Loss:0.001054, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:14:59,990 - wikidata12k_both - [INFO] - [E:8| 200]: Train Loss:0.0010534, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:16:05,443 - wikidata12k_both - [INFO] - [E:8| 300]: Train Loss:0.0010506, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:17:10,708 - wikidata12k_both - [INFO] - [E:8| 400]: Train Loss:0.0010531, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:18:15,937 - wikidata12k_both - [INFO] - [E:8| 500]: Train Loss:0.0010539, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:19:21,234 - wikidata12k_both - [INFO] - [E:8| 600]: Train Loss:0.001054, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:20:26,482 - wikidata12k_both - [INFO] - [E:8| 700]: Train Loss:0.0010538, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:21:31,792 - wikidata12k_both - [INFO] - [E:8| 800]: Train Loss:0.0010549, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:22:37,117 - wikidata12k_both - [INFO] - [E:8| 900]: Train Loss:0.0010552, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:23:42,432 - wikidata12k_both - [INFO] - [E:8| 1000]: Train Loss:0.0010549, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:24:47,741 - wikidata12k_both - [INFO] - [E:8| 1100]: Train Loss:0.0010556, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:25:53,135 - wikidata12k_both - [INFO] - [E:8| 1200]: Train Loss:0.0010559, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:26:58,573 - wikidata12k_both - [INFO] - [E:8| 1300]: Train Loss:0.0010558, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:28:03,981 - wikidata12k_both - [INFO] - [E:8| 1400]: Train Loss:0.0010555, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:29:09,432 - wikidata12k_both - [INFO] - [E:8| 1500]: Train Loss:0.0010557, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:30:14,945 - wikidata12k_both - [INFO] - [E:8| 1600]: Train Loss:0.0010553, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:30:57,669 - wikidata12k_both - [INFO] - [Epoch:8]: Training Loss:0.001056 + +2023-06-05 08:30:57,896 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 08:31:20,051 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 08:31:26,821 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 08:31:49,151 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 08:31:55,736 - wikidata12k_both - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.49745, Head : 0.32953, Avg : 0.41349 + +2023-06-05 08:31:55,736 - wikidata12k_both - [INFO] - [Epoch 8]: Training Loss: 0.0010558, Valid MRR: 0.41538, + + + +2023-06-05 08:31:56,408 - wikidata12k_both - [INFO] - [E:9| 0]: Train Loss:0.0010514, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:33:01,754 - wikidata12k_both - [INFO] - [E:9| 100]: Train Loss:0.001051, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:34:06,973 - wikidata12k_both - [INFO] - [E:9| 200]: Train Loss:0.0010533, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:35:12,306 - wikidata12k_both - [INFO] - [E:9| 300]: Train Loss:0.0010523, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:36:17,693 - wikidata12k_both - [INFO] - [E:9| 400]: Train Loss:0.0010509, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:37:23,056 - wikidata12k_both - [INFO] - [E:9| 500]: Train Loss:0.0010511, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:38:28,543 - wikidata12k_both - [INFO] - [E:9| 600]: Train Loss:0.0010523, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:39:34,125 - wikidata12k_both - [INFO] - [E:9| 700]: Train Loss:0.0010526, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:40:39,587 - wikidata12k_both - [INFO] - [E:9| 800]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:41:45,040 - wikidata12k_both - [INFO] - [E:9| 900]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:42:50,624 - wikidata12k_both - [INFO] - [E:9| 1000]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:43:56,102 - wikidata12k_both - [INFO] - [E:9| 1100]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:45:01,640 - wikidata12k_both - [INFO] - [E:9| 1200]: Train Loss:0.001053, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:46:07,200 - wikidata12k_both - [INFO] - [E:9| 1300]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:47:12,804 - wikidata12k_both - [INFO] - [E:9| 1400]: Train Loss:0.0010528, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:48:18,573 - wikidata12k_both - [INFO] - [E:9| 1500]: Train Loss:0.0010527, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:49:24,569 - wikidata12k_both - [INFO] - [E:9| 1600]: Train Loss:0.0010531, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:50:07,313 - wikidata12k_both - [INFO] - [Epoch:9]: Training Loss:0.001053 + +2023-06-05 08:50:07,540 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 08:50:29,691 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 08:50:36,463 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 08:50:58,896 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 08:51:05,524 - wikidata12k_both - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.50058, Head : 0.32652, Avg : 0.41355 + MR: Tail : 340.86, Head : 362.37, Avg : 351.61 + Hit-1: Tail : 0.4048, Head : 0.22553, Avg : 0.31517 + Hit-3: Tail : 0.55067, Head : 0.37326, Avg : 0.46196 + Hit-10: Tail : 0.67822, Head : 0.53121, Avg : 0.60472 +2023-06-05 08:51:05,524 - wikidata12k_both - [INFO] - [Epoch 9]: Training Loss: 0.0010531, Valid MRR: 0.41538, + + + +2023-06-05 08:51:06,192 - wikidata12k_both - [INFO] - [E:10| 0]: Train Loss:0.0010474, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:52:11,602 - wikidata12k_both - [INFO] - [E:10| 100]: Train Loss:0.0010472, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:53:17,061 - wikidata12k_both - [INFO] - [E:10| 200]: Train Loss:0.001048, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:54:22,586 - wikidata12k_both - [INFO] - [E:10| 300]: Train Loss:0.0010477, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:55:28,157 - wikidata12k_both - [INFO] - [E:10| 400]: Train Loss:0.0010483, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:56:33,706 - wikidata12k_both - [INFO] - [E:10| 500]: Train Loss:0.001048, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:57:39,208 - wikidata12k_both - [INFO] - [E:10| 600]: Train Loss:0.0010472, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:58:44,825 - wikidata12k_both - [INFO] - [E:10| 700]: Train Loss:0.0010483, Val MRR:0.41538, wikidata12k_both +2023-06-05 08:59:50,314 - wikidata12k_both - [INFO] - [E:10| 800]: Train Loss:0.0010486, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:00:55,852 - wikidata12k_both - [INFO] - [E:10| 900]: Train Loss:0.0010492, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:02:01,318 - wikidata12k_both - [INFO] - [E:10| 1000]: Train Loss:0.0010498, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:03:06,910 - wikidata12k_both - [INFO] - [E:10| 1100]: Train Loss:0.0010498, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:04:12,959 - wikidata12k_both - [INFO] - [E:10| 1200]: Train Loss:0.0010498, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:05:18,704 - wikidata12k_both - [INFO] - [E:10| 1300]: Train Loss:0.0010495, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:06:24,239 - wikidata12k_both - [INFO] - [E:10| 1400]: Train Loss:0.0010499, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:07:29,706 - wikidata12k_both - [INFO] - [E:10| 1500]: Train Loss:0.0010505, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:08:35,230 - wikidata12k_both - [INFO] - [E:10| 1600]: Train Loss:0.0010503, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:09:18,091 - wikidata12k_both - [INFO] - [Epoch:10]: Training Loss:0.001051 + +2023-06-05 09:09:18,320 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 09:09:40,466 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 09:09:47,242 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 09:10:09,705 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 09:10:16,329 - wikidata12k_both - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.49848, Head : 0.31056, Avg : 0.40452 + +2023-06-05 09:10:16,329 - wikidata12k_both - [INFO] - [Epoch 10]: Training Loss: 0.0010508, Valid MRR: 0.41538, + + + +2023-06-05 09:10:17,000 - wikidata12k_both - [INFO] - [E:11| 0]: Train Loss:0.0010344, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:11:22,661 - wikidata12k_both - [INFO] - [E:11| 100]: Train Loss:0.001046, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:12:28,405 - wikidata12k_both - [INFO] - [E:11| 200]: Train Loss:0.0010466, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:13:34,005 - wikidata12k_both - [INFO] - [E:11| 300]: Train Loss:0.0010457, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:14:39,583 - wikidata12k_both - [INFO] - [E:11| 400]: Train Loss:0.0010472, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:15:45,145 - wikidata12k_both - [INFO] - [E:11| 500]: Train Loss:0.0010478, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:16:50,781 - wikidata12k_both - [INFO] - [E:11| 600]: Train Loss:0.0010483, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:17:56,771 - wikidata12k_both - [INFO] - [E:11| 700]: Train Loss:0.0010491, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:19:02,646 - wikidata12k_both - [INFO] - [E:11| 800]: Train Loss:0.0010489, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:20:08,787 - wikidata12k_both - [INFO] - [E:11| 900]: Train Loss:0.0010487, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:21:14,278 - wikidata12k_both - [INFO] - [E:11| 1000]: Train Loss:0.0010481, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:22:19,922 - wikidata12k_both - [INFO] - [E:11| 1100]: Train Loss:0.0010477, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:23:25,401 - wikidata12k_both - [INFO] - [E:11| 1200]: Train Loss:0.0010478, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:24:31,205 - wikidata12k_both - [INFO] - [E:11| 1300]: Train Loss:0.0010479, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:25:36,668 - wikidata12k_both - [INFO] - [E:11| 1400]: Train Loss:0.0010479, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:26:42,148 - wikidata12k_both - [INFO] - [E:11| 1500]: Train Loss:0.0010476, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:27:47,655 - wikidata12k_both - [INFO] - [E:11| 1600]: Train Loss:0.0010475, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:28:30,499 - wikidata12k_both - [INFO] - [Epoch:11]: Training Loss:0.001047 + +2023-06-05 09:28:30,725 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 09:28:52,842 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 09:28:59,615 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 09:29:21,995 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 09:29:28,620 - wikidata12k_both - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.50159, Head : 0.3192, Avg : 0.4104 + +2023-06-05 09:29:28,621 - wikidata12k_both - [INFO] - [Epoch 11]: Training Loss: 0.0010475, Valid MRR: 0.41538, + + + +2023-06-05 09:29:29,303 - wikidata12k_both - [INFO] - [E:12| 0]: Train Loss:0.0010252, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:30:35,408 - wikidata12k_both - [INFO] - [E:12| 100]: Train Loss:0.0010456, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:31:40,986 - wikidata12k_both - [INFO] - [E:12| 200]: Train Loss:0.0010455, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:32:46,513 - wikidata12k_both - [INFO] - [E:12| 300]: Train Loss:0.001045, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:33:52,029 - wikidata12k_both - [INFO] - [E:12| 400]: Train Loss:0.0010449, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:34:57,765 - wikidata12k_both - [INFO] - [E:12| 500]: Train Loss:0.0010445, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:36:03,568 - wikidata12k_both - [INFO] - [E:12| 600]: Train Loss:0.0010451, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:37:08,936 - wikidata12k_both - [INFO] - [E:12| 700]: Train Loss:0.0010448, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:38:14,469 - wikidata12k_both - [INFO] - [E:12| 800]: Train Loss:0.0010443, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:39:19,871 - wikidata12k_both - [INFO] - [E:12| 900]: Train Loss:0.0010445, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:40:25,695 - wikidata12k_both - [INFO] - [E:12| 1000]: Train Loss:0.0010443, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:41:31,199 - wikidata12k_both - [INFO] - [E:12| 1100]: Train Loss:0.0010456, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:42:36,726 - wikidata12k_both - [INFO] - [E:12| 1200]: Train Loss:0.0010455, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:43:42,234 - wikidata12k_both - [INFO] - [E:12| 1300]: Train Loss:0.0010456, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:44:47,996 - wikidata12k_both - [INFO] - [E:12| 1400]: Train Loss:0.0010457, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:45:53,484 - wikidata12k_both - [INFO] - [E:12| 1500]: Train Loss:0.0010458, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:46:58,948 - wikidata12k_both - [INFO] - [E:12| 1600]: Train Loss:0.0010461, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:47:41,766 - wikidata12k_both - [INFO] - [Epoch:12]: Training Loss:0.001046 + +2023-06-05 09:47:41,988 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 09:48:04,117 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 09:48:10,867 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 09:48:33,259 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 09:48:39,872 - wikidata12k_both - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.5061, Head : 0.28872, Avg : 0.39741 + +2023-06-05 09:48:39,872 - wikidata12k_both - [INFO] - [Epoch 12]: Training Loss: 0.0010461, Valid MRR: 0.41538, + + + +2023-06-05 09:48:40,566 - wikidata12k_both - [INFO] - [E:13| 0]: Train Loss:0.0010673, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:49:46,238 - wikidata12k_both - [INFO] - [E:13| 100]: Train Loss:0.0010428, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:50:52,180 - wikidata12k_both - [INFO] - [E:13| 200]: Train Loss:0.0010408, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:51:57,545 - wikidata12k_both - [INFO] - [E:13| 300]: Train Loss:0.0010397, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:53:02,918 - wikidata12k_both - [INFO] - [E:13| 400]: Train Loss:0.0010398, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:54:08,327 - wikidata12k_both - [INFO] - [E:13| 500]: Train Loss:0.0010401, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:55:13,836 - wikidata12k_both - [INFO] - [E:13| 600]: Train Loss:0.0010409, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:56:19,311 - wikidata12k_both - [INFO] - [E:13| 700]: Train Loss:0.0010424, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:57:24,766 - wikidata12k_both - [INFO] - [E:13| 800]: Train Loss:0.001043, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:58:30,226 - wikidata12k_both - [INFO] - [E:13| 900]: Train Loss:0.0010428, Val MRR:0.41538, wikidata12k_both +2023-06-05 09:59:35,690 - wikidata12k_both - [INFO] - [E:13| 1000]: Train Loss:0.001043, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:00:41,216 - wikidata12k_both - [INFO] - [E:13| 1100]: Train Loss:0.0010429, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:01:46,729 - wikidata12k_both - [INFO] - [E:13| 1200]: Train Loss:0.0010433, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:02:52,270 - wikidata12k_both - [INFO] - [E:13| 1300]: Train Loss:0.0010434, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:03:57,903 - wikidata12k_both - [INFO] - [E:13| 1400]: Train Loss:0.0010434, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:05:03,395 - wikidata12k_both - [INFO] - [E:13| 1500]: Train Loss:0.0010434, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:06:08,627 - wikidata12k_both - [INFO] - [E:13| 1600]: Train Loss:0.001043, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:06:51,165 - wikidata12k_both - [INFO] - [Epoch:13]: Training Loss:0.001043 + +2023-06-05 10:06:51,391 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 10:07:13,448 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 10:07:20,189 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 10:07:42,515 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 10:07:49,116 - wikidata12k_both - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.50346, Head : 0.28014, Avg : 0.3918 + +2023-06-05 10:07:49,117 - wikidata12k_both - [INFO] - [Epoch 13]: Training Loss: 0.0010431, Valid MRR: 0.41538, + + + +2023-06-05 10:07:49,806 - wikidata12k_both - [INFO] - [E:14| 0]: Train Loss:0.001171, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:08:55,282 - wikidata12k_both - [INFO] - [E:14| 100]: Train Loss:0.0010384, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:10:05,870 - wikidata12k_both - [INFO] - [E:14| 200]: Train Loss:0.0010393, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:11:23,518 - wikidata12k_both - [INFO] - [E:14| 300]: Train Loss:0.0010411, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:12:41,170 - wikidata12k_both - [INFO] - [E:14| 400]: Train Loss:0.0010396, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:13:51,093 - wikidata12k_both - [INFO] - [E:14| 500]: Train Loss:0.0010407, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:14:57,550 - wikidata12k_both - [INFO] - [E:14| 600]: Train Loss:0.0010398, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:16:14,878 - wikidata12k_both - [INFO] - [E:14| 700]: Train Loss:0.0010408, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:17:32,241 - wikidata12k_both - [INFO] - [E:14| 800]: Train Loss:0.00104, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:18:49,592 - wikidata12k_both - [INFO] - [E:14| 900]: Train Loss:0.00104, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:19:55,078 - wikidata12k_both - [INFO] - [E:14| 1000]: Train Loss:0.0010398, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:21:00,448 - wikidata12k_both - [INFO] - [E:14| 1100]: Train Loss:0.0010404, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:22:06,142 - wikidata12k_both - [INFO] - [E:14| 1200]: Train Loss:0.0010401, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:23:21,831 - wikidata12k_both - [INFO] - [E:14| 1300]: Train Loss:0.0010405, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:24:39,290 - wikidata12k_both - [INFO] - [E:14| 1400]: Train Loss:0.0010407, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:25:56,666 - wikidata12k_both - [INFO] - [E:14| 1500]: Train Loss:0.0010412, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:27:03,810 - wikidata12k_both - [INFO] - [E:14| 1600]: Train Loss:0.0010409, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:27:46,528 - wikidata12k_both - [INFO] - [Epoch:14]: Training Loss:0.001041 + +2023-06-05 10:27:46,755 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 10:28:08,829 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 10:28:15,582 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 10:28:37,906 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 10:28:44,509 - wikidata12k_both - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.50029, Head : 0.32082, Avg : 0.41056 + +2023-06-05 10:28:44,509 - wikidata12k_both - [INFO] - [Epoch 14]: Training Loss: 0.0010406, Valid MRR: 0.41538, + + + +2023-06-05 10:28:45,180 - wikidata12k_both - [INFO] - [E:15| 0]: Train Loss:0.0010285, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:29:50,595 - wikidata12k_both - [INFO] - [E:15| 100]: Train Loss:0.0010406, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:30:55,939 - wikidata12k_both - [INFO] - [E:15| 200]: Train Loss:0.0010374, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:32:01,305 - wikidata12k_both - [INFO] - [E:15| 300]: Train Loss:0.0010388, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:33:06,696 - wikidata12k_both - [INFO] - [E:15| 400]: Train Loss:0.001038, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:34:12,115 - wikidata12k_both - [INFO] - [E:15| 500]: Train Loss:0.0010383, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:35:17,515 - wikidata12k_both - [INFO] - [E:15| 600]: Train Loss:0.0010378, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:36:22,916 - wikidata12k_both - [INFO] - [E:15| 700]: Train Loss:0.0010383, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:37:28,466 - wikidata12k_both - [INFO] - [E:15| 800]: Train Loss:0.001038, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:38:34,363 - wikidata12k_both - [INFO] - [E:15| 900]: Train Loss:0.0010375, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:39:39,734 - wikidata12k_both - [INFO] - [E:15| 1000]: Train Loss:0.0010378, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:40:45,038 - wikidata12k_both - [INFO] - [E:15| 1100]: Train Loss:0.0010372, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:41:50,428 - wikidata12k_both - [INFO] - [E:15| 1200]: Train Loss:0.0010376, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:42:55,835 - wikidata12k_both - [INFO] - [E:15| 1300]: Train Loss:0.0010377, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:44:01,233 - wikidata12k_both - [INFO] - [E:15| 1400]: Train Loss:0.001038, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:45:06,688 - wikidata12k_both - [INFO] - [E:15| 1500]: Train Loss:0.0010378, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:46:12,144 - wikidata12k_both - [INFO] - [E:15| 1600]: Train Loss:0.0010383, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:46:54,952 - wikidata12k_both - [INFO] - [Epoch:15]: Training Loss:0.001038 + +2023-06-05 10:46:55,177 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 10:47:17,293 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 10:47:24,051 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 10:47:46,449 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 10:47:53,075 - wikidata12k_both - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.50387, Head : 0.31047, Avg : 0.40717 + +2023-06-05 10:47:53,075 - wikidata12k_both - [INFO] - [Epoch 15]: Training Loss: 0.0010384, Valid MRR: 0.41538, + + + +2023-06-05 10:47:53,751 - wikidata12k_both - [INFO] - [E:16| 0]: Train Loss:0.0010162, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:48:59,177 - wikidata12k_both - [INFO] - [E:16| 100]: Train Loss:0.001039, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:50:04,578 - wikidata12k_both - [INFO] - [E:16| 200]: Train Loss:0.0010392, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:51:09,987 - wikidata12k_both - [INFO] - [E:16| 300]: Train Loss:0.0010371, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:52:15,430 - wikidata12k_both - [INFO] - [E:16| 400]: Train Loss:0.0010379, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:53:21,312 - wikidata12k_both - [INFO] - [E:16| 500]: Train Loss:0.0010379, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:54:26,802 - wikidata12k_both - [INFO] - [E:16| 600]: Train Loss:0.0010372, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:55:32,044 - wikidata12k_both - [INFO] - [E:16| 700]: Train Loss:0.0010366, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:56:37,372 - wikidata12k_both - [INFO] - [E:16| 800]: Train Loss:0.0010362, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:57:42,736 - wikidata12k_both - [INFO] - [E:16| 900]: Train Loss:0.0010366, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:58:47,952 - wikidata12k_both - [INFO] - [E:16| 1000]: Train Loss:0.0010361, Val MRR:0.41538, wikidata12k_both +2023-06-05 10:59:53,190 - wikidata12k_both - [INFO] - [E:16| 1100]: Train Loss:0.0010362, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:00:58,561 - wikidata12k_both - [INFO] - [E:16| 1200]: Train Loss:0.0010362, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:02:03,947 - wikidata12k_both - [INFO] - [E:16| 1300]: Train Loss:0.0010364, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:03:09,317 - wikidata12k_both - [INFO] - [E:16| 1400]: Train Loss:0.0010368, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:04:14,682 - wikidata12k_both - [INFO] - [E:16| 1500]: Train Loss:0.0010365, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:05:20,065 - wikidata12k_both - [INFO] - [E:16| 1600]: Train Loss:0.0010366, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:06:02,777 - wikidata12k_both - [INFO] - [Epoch:16]: Training Loss:0.001037 + +2023-06-05 11:06:02,999 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 11:06:25,079 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 11:06:31,836 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 11:06:54,178 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 11:07:00,795 - wikidata12k_both - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.50361, Head : 0.26458, Avg : 0.38409 + +2023-06-05 11:07:00,795 - wikidata12k_both - [INFO] - [Epoch 16]: Training Loss: 0.0010367, Valid MRR: 0.41538, + + + +2023-06-05 11:07:01,464 - wikidata12k_both - [INFO] - [E:17| 0]: Train Loss:0.0010513, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:08:07,242 - wikidata12k_both - [INFO] - [E:17| 100]: Train Loss:0.0010313, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:09:12,800 - wikidata12k_both - [INFO] - [E:17| 200]: Train Loss:0.0010314, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:10:18,049 - wikidata12k_both - [INFO] - [E:17| 300]: Train Loss:0.0010311, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:11:23,312 - wikidata12k_both - [INFO] - [E:17| 400]: Train Loss:0.0010326, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:12:28,571 - wikidata12k_both - [INFO] - [E:17| 500]: Train Loss:0.0010332, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:13:33,809 - wikidata12k_both - [INFO] - [E:17| 600]: Train Loss:0.0010335, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:14:39,158 - wikidata12k_both - [INFO] - [E:17| 700]: Train Loss:0.0010332, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:15:44,497 - wikidata12k_both - [INFO] - [E:17| 800]: Train Loss:0.0010327, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:16:49,759 - wikidata12k_both - [INFO] - [E:17| 900]: Train Loss:0.0010328, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:17:54,988 - wikidata12k_both - [INFO] - [E:17| 1000]: Train Loss:0.0010333, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:19:00,330 - wikidata12k_both - [INFO] - [E:17| 1100]: Train Loss:0.0010333, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:20:05,646 - wikidata12k_both - [INFO] - [E:17| 1200]: Train Loss:0.0010334, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:21:10,922 - wikidata12k_both - [INFO] - [E:17| 1300]: Train Loss:0.0010339, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:22:16,213 - wikidata12k_both - [INFO] - [E:17| 1400]: Train Loss:0.0010342, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:23:21,240 - wikidata12k_both - [INFO] - [E:17| 1500]: Train Loss:0.0010343, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:24:26,225 - wikidata12k_both - [INFO] - [E:17| 1600]: Train Loss:0.0010343, Val MRR:0.41538, wikidata12k_both +2023-06-05 11:25:08,412 - wikidata12k_both - [INFO] - [Epoch:17]: Training Loss:0.001034 + +2023-06-05 11:25:08,632 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 11:25:30,354 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 11:25:37,000 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 11:25:58,964 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 11:26:05,444 - wikidata12k_both - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.50969, Head : 0.33874, Avg : 0.42421 + +2023-06-05 11:26:06,608 - wikidata12k_both - [INFO] - [Epoch 17]: Training Loss: 0.0010344, Valid MRR: 0.42421, + + + +2023-06-05 11:26:07,263 - wikidata12k_both - [INFO] - [E:18| 0]: Train Loss:0.0010521, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:27:11,373 - wikidata12k_both - [INFO] - [E:18| 100]: Train Loss:0.0010325, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:28:16,128 - wikidata12k_both - [INFO] - [E:18| 200]: Train Loss:0.0010311, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:29:20,980 - wikidata12k_both - [INFO] - [E:18| 300]: Train Loss:0.0010311, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:30:25,946 - wikidata12k_both - [INFO] - [E:18| 400]: Train Loss:0.0010321, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:31:31,038 - wikidata12k_both - [INFO] - [E:18| 500]: Train Loss:0.0010322, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:32:36,160 - wikidata12k_both - [INFO] - [E:18| 600]: Train Loss:0.0010324, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:33:41,093 - wikidata12k_both - [INFO] - [E:18| 700]: Train Loss:0.0010326, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:34:46,168 - wikidata12k_both - [INFO] - [E:18| 800]: Train Loss:0.0010327, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:35:51,191 - wikidata12k_both - [INFO] - [E:18| 900]: Train Loss:0.0010324, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:36:56,361 - wikidata12k_both - [INFO] - [E:18| 1000]: Train Loss:0.0010326, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:38:01,580 - wikidata12k_both - [INFO] - [E:18| 1100]: Train Loss:0.0010327, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:39:06,790 - wikidata12k_both - [INFO] - [E:18| 1200]: Train Loss:0.0010323, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:40:11,990 - wikidata12k_both - [INFO] - [E:18| 1300]: Train Loss:0.0010326, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:41:17,178 - wikidata12k_both - [INFO] - [E:18| 1400]: Train Loss:0.0010325, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:42:22,845 - wikidata12k_both - [INFO] - [E:18| 1500]: Train Loss:0.0010325, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:43:28,055 - wikidata12k_both - [INFO] - [E:18| 1600]: Train Loss:0.0010327, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:44:10,584 - wikidata12k_both - [INFO] - [Epoch:18]: Training Loss:0.001033 + +2023-06-05 11:44:10,805 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 11:44:32,863 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 11:44:39,616 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 11:45:01,921 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 11:45:08,513 - wikidata12k_both - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.50269, Head : 0.29071, Avg : 0.3967 + +2023-06-05 11:45:08,514 - wikidata12k_both - [INFO] - [Epoch 18]: Training Loss: 0.0010326, Valid MRR: 0.42421, + + + +2023-06-05 11:45:09,187 - wikidata12k_both - [INFO] - [E:19| 0]: Train Loss:0.0010368, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:46:14,366 - wikidata12k_both - [INFO] - [E:19| 100]: Train Loss:0.0010239, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:47:19,501 - wikidata12k_both - [INFO] - [E:19| 200]: Train Loss:0.0010301, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:48:24,641 - wikidata12k_both - [INFO] - [E:19| 300]: Train Loss:0.0010291, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:49:29,828 - wikidata12k_both - [INFO] - [E:19| 400]: Train Loss:0.0010292, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:50:34,960 - wikidata12k_both - [INFO] - [E:19| 500]: Train Loss:0.0010291, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:51:40,023 - wikidata12k_both - [INFO] - [E:19| 600]: Train Loss:0.0010292, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:52:45,058 - wikidata12k_both - [INFO] - [E:19| 700]: Train Loss:0.0010295, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:53:50,155 - wikidata12k_both - [INFO] - [E:19| 800]: Train Loss:0.0010295, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:54:55,260 - wikidata12k_both - [INFO] - [E:19| 900]: Train Loss:0.0010296, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:56:00,488 - wikidata12k_both - [INFO] - [E:19| 1000]: Train Loss:0.0010304, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:57:06,253 - wikidata12k_both - [INFO] - [E:19| 1100]: Train Loss:0.0010303, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:58:11,619 - wikidata12k_both - [INFO] - [E:19| 1200]: Train Loss:0.0010304, Val MRR:0.42421, wikidata12k_both +2023-06-05 11:59:16,746 - wikidata12k_both - [INFO] - [E:19| 1300]: Train Loss:0.0010309, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:00:21,942 - wikidata12k_both - [INFO] - [E:19| 1400]: Train Loss:0.0010311, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:01:27,139 - wikidata12k_both - [INFO] - [E:19| 1500]: Train Loss:0.0010312, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:02:32,324 - wikidata12k_both - [INFO] - [E:19| 1600]: Train Loss:0.0010312, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:03:14,945 - wikidata12k_both - [INFO] - [Epoch:19]: Training Loss:0.001031 + +2023-06-05 12:03:15,172 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 12:03:37,197 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 12:03:43,948 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 12:04:06,243 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 12:04:12,844 - wikidata12k_both - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.50725, Head : 0.26534, Avg : 0.38629 + MR: Tail : 374.99, Head : 372.05, Avg : 373.52 + Hit-1: Tail : 0.41396, Head : 0.16173, Avg : 0.28784 + Hit-3: Tail : 0.55887, Head : 0.29215, Avg : 0.42551 + Hit-10: Tail : 0.67786, Head : 0.4807, Avg : 0.57928 +2023-06-05 12:04:12,844 - wikidata12k_both - [INFO] - [Epoch 19]: Training Loss: 0.0010311, Valid MRR: 0.42421, + + + +2023-06-05 12:04:13,509 - wikidata12k_both - [INFO] - [E:20| 0]: Train Loss:0.0010196, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:05:18,763 - wikidata12k_both - [INFO] - [E:20| 100]: Train Loss:0.0010264, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:06:23,952 - wikidata12k_both - [INFO] - [E:20| 200]: Train Loss:0.0010293, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:07:29,195 - wikidata12k_both - [INFO] - [E:20| 300]: Train Loss:0.0010304, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:08:34,318 - wikidata12k_both - [INFO] - [E:20| 400]: Train Loss:0.0010304, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:09:39,453 - wikidata12k_both - [INFO] - [E:20| 500]: Train Loss:0.0010306, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:10:44,591 - wikidata12k_both - [INFO] - [E:20| 600]: Train Loss:0.001031, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:11:50,170 - wikidata12k_both - [INFO] - [E:20| 700]: Train Loss:0.0010306, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:12:55,659 - wikidata12k_both - [INFO] - [E:20| 800]: Train Loss:0.0010302, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:14:00,634 - wikidata12k_both - [INFO] - [E:20| 900]: Train Loss:0.0010297, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:15:05,823 - wikidata12k_both - [INFO] - [E:20| 1000]: Train Loss:0.0010299, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:16:10,924 - wikidata12k_both - [INFO] - [E:20| 1100]: Train Loss:0.0010298, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:17:16,045 - wikidata12k_both - [INFO] - [E:20| 1200]: Train Loss:0.0010296, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:18:21,671 - wikidata12k_both - [INFO] - [E:20| 1300]: Train Loss:0.0010294, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:19:45,279 - wikidata12k_both - [INFO] - [E:20| 1400]: Train Loss:0.0010294, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:21:25,319 - wikidata12k_both - [INFO] - [E:20| 1500]: Train Loss:0.0010293, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:22:54,406 - wikidata12k_both - [INFO] - [E:20| 1600]: Train Loss:0.0010293, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:23:59,623 - wikidata12k_both - [INFO] - [Epoch:20]: Training Loss:0.001029 + +2023-06-05 12:23:59,973 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 12:24:34,477 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 12:24:45,081 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 12:25:20,107 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 12:25:30,485 - wikidata12k_both - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.50437, Head : 0.29734, Avg : 0.40085 + +2023-06-05 12:25:30,485 - wikidata12k_both - [INFO] - [Epoch 20]: Training Loss: 0.0010294, Valid MRR: 0.42421, + + + +2023-06-05 12:25:31,455 - wikidata12k_both - [INFO] - [E:21| 0]: Train Loss:0.0010878, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:27:06,373 - wikidata12k_both - [INFO] - [E:21| 100]: Train Loss:0.0010219, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:28:46,105 - wikidata12k_both - [INFO] - [E:21| 200]: Train Loss:0.001025, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:30:20,335 - wikidata12k_both - [INFO] - [E:21| 300]: Train Loss:0.0010252, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:31:59,829 - wikidata12k_both - [INFO] - [E:21| 400]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:33:35,183 - wikidata12k_both - [INFO] - [E:21| 500]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:35:13,977 - wikidata12k_both - [INFO] - [E:21| 600]: Train Loss:0.0010251, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:36:53,035 - wikidata12k_both - [INFO] - [E:21| 700]: Train Loss:0.0010251, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:38:28,304 - wikidata12k_both - [INFO] - [E:21| 800]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:40:07,912 - wikidata12k_both - [INFO] - [E:21| 900]: Train Loss:0.0010262, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:41:42,112 - wikidata12k_both - [INFO] - [E:21| 1000]: Train Loss:0.0010263, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:43:22,213 - wikidata12k_both - [INFO] - [E:21| 1100]: Train Loss:0.0010264, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:44:56,111 - wikidata12k_both - [INFO] - [E:21| 1200]: Train Loss:0.0010263, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:46:35,554 - wikidata12k_both - [INFO] - [E:21| 1300]: Train Loss:0.0010264, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:48:11,490 - wikidata12k_both - [INFO] - [E:21| 1400]: Train Loss:0.0010264, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:49:49,725 - wikidata12k_both - [INFO] - [E:21| 1500]: Train Loss:0.0010269, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:51:29,083 - wikidata12k_both - [INFO] - [E:21| 1600]: Train Loss:0.001027, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:52:28,822 - wikidata12k_both - [INFO] - [Epoch:21]: Training Loss:0.001027 + +2023-06-05 12:52:29,135 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 12:53:03,636 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 12:53:14,130 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 12:53:49,020 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 12:53:59,352 - wikidata12k_both - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.51265, Head : 0.31577, Avg : 0.41421 + +2023-06-05 12:53:59,352 - wikidata12k_both - [INFO] - [Epoch 21]: Training Loss: 0.0010272, Valid MRR: 0.42421, + + + +2023-06-05 12:54:00,440 - wikidata12k_both - [INFO] - [E:22| 0]: Train Loss:0.0010154, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:55:35,142 - wikidata12k_both - [INFO] - [E:22| 100]: Train Loss:0.0010244, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:57:14,795 - wikidata12k_both - [INFO] - [E:22| 200]: Train Loss:0.0010236, Val MRR:0.42421, wikidata12k_both +2023-06-05 12:58:53,219 - wikidata12k_both - [INFO] - [E:22| 300]: Train Loss:0.0010242, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:00:28,381 - wikidata12k_both - [INFO] - [E:22| 400]: Train Loss:0.0010245, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:02:07,910 - wikidata12k_both - [INFO] - [E:22| 500]: Train Loss:0.0010243, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:03:40,715 - wikidata12k_both - [INFO] - [E:22| 600]: Train Loss:0.0010254, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:05:18,964 - wikidata12k_both - [INFO] - [E:22| 700]: Train Loss:0.001025, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:06:53,564 - wikidata12k_both - [INFO] - [E:22| 800]: Train Loss:0.0010255, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:08:33,550 - wikidata12k_both - [INFO] - [E:22| 900]: Train Loss:0.0010258, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:10:11,301 - wikidata12k_both - [INFO] - [E:22| 1000]: Train Loss:0.001026, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:11:50,566 - wikidata12k_both - [INFO] - [E:22| 1100]: Train Loss:0.0010258, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:13:30,823 - wikidata12k_both - [INFO] - [E:22| 1200]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:15:05,257 - wikidata12k_both - [INFO] - [E:22| 1300]: Train Loss:0.0010258, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:16:45,098 - wikidata12k_both - [INFO] - [E:22| 1400]: Train Loss:0.0010256, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:18:19,403 - wikidata12k_both - [INFO] - [E:22| 1500]: Train Loss:0.0010256, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:19:58,852 - wikidata12k_both - [INFO] - [E:22| 1600]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:21:01,162 - wikidata12k_both - [INFO] - [Epoch:22]: Training Loss:0.001026 + +2023-06-05 13:21:01,466 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 13:21:33,736 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 13:21:44,295 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 13:22:19,091 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 13:22:29,360 - wikidata12k_both - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.51015, Head : 0.28029, Avg : 0.39522 + +2023-06-05 13:22:29,360 - wikidata12k_both - [INFO] - [Epoch 22]: Training Loss: 0.0010257, Valid MRR: 0.42421, + + + +2023-06-05 13:22:30,449 - wikidata12k_both - [INFO] - [E:23| 0]: Train Loss:0.0010164, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:24:09,914 - wikidata12k_both - [INFO] - [E:23| 100]: Train Loss:0.0010209, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:25:44,210 - wikidata12k_both - [INFO] - [E:23| 200]: Train Loss:0.0010204, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:27:23,886 - wikidata12k_both - [INFO] - [E:23| 300]: Train Loss:0.0010199, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:28:58,300 - wikidata12k_both - [INFO] - [E:23| 400]: Train Loss:0.0010208, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:30:37,379 - wikidata12k_both - [INFO] - [E:23| 500]: Train Loss:0.0010209, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:32:11,797 - wikidata12k_both - [INFO] - [E:23| 600]: Train Loss:0.0010208, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:33:51,487 - wikidata12k_both - [INFO] - [E:23| 700]: Train Loss:0.0010214, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:35:29,676 - wikidata12k_both - [INFO] - [E:23| 800]: Train Loss:0.0010217, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:37:06,037 - wikidata12k_both - [INFO] - [E:23| 900]: Train Loss:0.0010222, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:38:47,374 - wikidata12k_both - [INFO] - [E:23| 1000]: Train Loss:0.001023, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:40:22,033 - wikidata12k_both - [INFO] - [E:23| 1100]: Train Loss:0.0010232, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:42:02,033 - wikidata12k_both - [INFO] - [E:23| 1200]: Train Loss:0.0010234, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:43:37,103 - wikidata12k_both - [INFO] - [E:23| 1300]: Train Loss:0.0010235, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:45:16,196 - wikidata12k_both - [INFO] - [E:23| 1400]: Train Loss:0.001024, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:46:50,738 - wikidata12k_both - [INFO] - [E:23| 1500]: Train Loss:0.0010242, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:48:30,418 - wikidata12k_both - [INFO] - [E:23| 1600]: Train Loss:0.0010245, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:49:35,693 - wikidata12k_both - [INFO] - [Epoch:23]: Training Loss:0.001025 + +2023-06-05 13:49:35,973 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 13:50:07,638 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 13:50:16,668 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 13:50:50,844 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 13:51:01,051 - wikidata12k_both - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.50762, Head : 0.2576, Avg : 0.38261 + +2023-06-05 13:51:01,051 - wikidata12k_both - [INFO] - [Epoch 23]: Training Loss: 0.0010247, Valid MRR: 0.42421, + + + +2023-06-05 13:51:02,123 - wikidata12k_both - [INFO] - [E:24| 0]: Train Loss:0.0010287, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:52:41,802 - wikidata12k_both - [INFO] - [E:24| 100]: Train Loss:0.0010207, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:54:16,252 - wikidata12k_both - [INFO] - [E:24| 200]: Train Loss:0.0010237, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:55:55,464 - wikidata12k_both - [INFO] - [E:24| 300]: Train Loss:0.001024, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:57:31,346 - wikidata12k_both - [INFO] - [E:24| 400]: Train Loss:0.0010248, Val MRR:0.42421, wikidata12k_both +2023-06-05 13:59:09,911 - wikidata12k_both - [INFO] - [E:24| 500]: Train Loss:0.0010243, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:00:49,019 - wikidata12k_both - [INFO] - [E:24| 600]: Train Loss:0.0010236, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:02:23,952 - wikidata12k_both - [INFO] - [E:24| 700]: Train Loss:0.0010233, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:04:04,966 - wikidata12k_both - [INFO] - [E:24| 800]: Train Loss:0.0010232, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:05:40,428 - wikidata12k_both - [INFO] - [E:24| 900]: Train Loss:0.0010231, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:07:21,917 - wikidata12k_both - [INFO] - [E:24| 1000]: Train Loss:0.0010231, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:08:57,390 - wikidata12k_both - [INFO] - [E:24| 1100]: Train Loss:0.0010232, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:10:38,617 - wikidata12k_both - [INFO] - [E:24| 1200]: Train Loss:0.0010232, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:12:13,889 - wikidata12k_both - [INFO] - [E:24| 1300]: Train Loss:0.0010231, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:13:54,899 - wikidata12k_both - [INFO] - [E:24| 1400]: Train Loss:0.0010229, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:15:30,716 - wikidata12k_both - [INFO] - [E:24| 1500]: Train Loss:0.0010229, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:17:11,228 - wikidata12k_both - [INFO] - [E:24| 1600]: Train Loss:0.0010229, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:18:17,196 - wikidata12k_both - [INFO] - [Epoch:24]: Training Loss:0.001023 + +2023-06-05 14:18:17,603 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 14:18:49,941 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 14:18:59,112 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 14:19:33,689 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 14:19:44,197 - wikidata12k_both - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.51245, Head : 0.26924, Avg : 0.39084 + +2023-06-05 14:19:44,197 - wikidata12k_both - [INFO] - [Epoch 24]: Training Loss: 0.001023, Valid MRR: 0.42421, + + + +2023-06-05 14:19:45,163 - wikidata12k_both - [INFO] - [E:25| 0]: Train Loss:0.0010187, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:21:26,290 - wikidata12k_both - [INFO] - [E:25| 100]: Train Loss:0.0010177, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:23:01,836 - wikidata12k_both - [INFO] - [E:25| 200]: Train Loss:0.0010171, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:24:42,966 - wikidata12k_both - [INFO] - [E:25| 300]: Train Loss:0.0010186, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:26:18,384 - wikidata12k_both - [INFO] - [E:25| 400]: Train Loss:0.0010187, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:27:59,531 - wikidata12k_both - [INFO] - [E:25| 500]: Train Loss:0.0010194, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:29:35,822 - wikidata12k_both - [INFO] - [E:25| 600]: Train Loss:0.0010196, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:31:15,797 - wikidata12k_both - [INFO] - [E:25| 700]: Train Loss:0.0010198, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:32:54,641 - wikidata12k_both - [INFO] - [E:25| 800]: Train Loss:0.0010207, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:34:32,099 - wikidata12k_both - [INFO] - [E:25| 900]: Train Loss:0.0010206, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:36:13,174 - wikidata12k_both - [INFO] - [E:25| 1000]: Train Loss:0.0010204, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:37:48,696 - wikidata12k_both - [INFO] - [E:25| 1100]: Train Loss:0.001021, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:39:29,893 - wikidata12k_both - [INFO] - [E:25| 1200]: Train Loss:0.0010212, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:41:05,291 - wikidata12k_both - [INFO] - [E:25| 1300]: Train Loss:0.0010213, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:42:46,574 - wikidata12k_both - [INFO] - [E:25| 1400]: Train Loss:0.0010213, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:44:22,006 - wikidata12k_both - [INFO] - [E:25| 1500]: Train Loss:0.0010211, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:46:02,757 - wikidata12k_both - [INFO] - [E:25| 1600]: Train Loss:0.0010213, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:47:06,533 - wikidata12k_both - [INFO] - [Epoch:25]: Training Loss:0.001021 + +2023-06-05 14:47:06,839 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 14:47:37,569 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 14:47:48,007 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 14:48:22,835 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 14:48:33,154 - wikidata12k_both - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.51178, Head : 0.30019, Avg : 0.40598 + +2023-06-05 14:48:33,154 - wikidata12k_both - [INFO] - [Epoch 25]: Training Loss: 0.0010213, Valid MRR: 0.42421, + + + +2023-06-05 14:48:34,235 - wikidata12k_both - [INFO] - [E:26| 0]: Train Loss:0.0010277, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:50:13,891 - wikidata12k_both - [INFO] - [E:26| 100]: Train Loss:0.0010206, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:51:48,320 - wikidata12k_both - [INFO] - [E:26| 200]: Train Loss:0.0010168, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:53:27,734 - wikidata12k_both - [INFO] - [E:26| 300]: Train Loss:0.001018, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:55:01,712 - wikidata12k_both - [INFO] - [E:26| 400]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:56:41,390 - wikidata12k_both - [INFO] - [E:26| 500]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:58:17,029 - wikidata12k_both - [INFO] - [E:26| 600]: Train Loss:0.0010179, Val MRR:0.42421, wikidata12k_both +2023-06-05 14:59:55,542 - wikidata12k_both - [INFO] - [E:26| 700]: Train Loss:0.0010188, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:01:35,174 - wikidata12k_both - [INFO] - [E:26| 800]: Train Loss:0.0010186, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:03:09,953 - wikidata12k_both - [INFO] - [E:26| 900]: Train Loss:0.0010189, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:04:49,490 - wikidata12k_both - [INFO] - [E:26| 1000]: Train Loss:0.0010189, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:06:23,901 - wikidata12k_both - [INFO] - [E:26| 1100]: Train Loss:0.0010191, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:08:03,374 - wikidata12k_both - [INFO] - [E:26| 1200]: Train Loss:0.001019, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:09:37,433 - wikidata12k_both - [INFO] - [E:26| 1300]: Train Loss:0.0010191, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:11:17,057 - wikidata12k_both - [INFO] - [E:26| 1400]: Train Loss:0.001019, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:12:53,558 - wikidata12k_both - [INFO] - [E:26| 1500]: Train Loss:0.0010189, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:14:31,452 - wikidata12k_both - [INFO] - [E:26| 1600]: Train Loss:0.0010194, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:15:37,454 - wikidata12k_both - [INFO] - [Epoch:26]: Training Loss:0.00102 + +2023-06-05 15:15:37,838 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 15:16:12,157 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 15:16:21,182 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 15:16:52,808 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 15:17:03,199 - wikidata12k_both - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.50902, Head : 0.30249, Avg : 0.40575 + +2023-06-05 15:17:03,199 - wikidata12k_both - [INFO] - [Epoch 26]: Training Loss: 0.0010196, Valid MRR: 0.42421, + + + +2023-06-05 15:17:04,258 - wikidata12k_both - [INFO] - [E:27| 0]: Train Loss:0.0010688, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:18:45,312 - wikidata12k_both - [INFO] - [E:27| 100]: Train Loss:0.0010221, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:20:20,620 - wikidata12k_both - [INFO] - [E:27| 200]: Train Loss:0.0010206, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:22:01,991 - wikidata12k_both - [INFO] - [E:27| 300]: Train Loss:0.0010195, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:23:38,896 - wikidata12k_both - [INFO] - [E:27| 400]: Train Loss:0.0010195, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:25:18,877 - wikidata12k_both - [INFO] - [E:27| 500]: Train Loss:0.0010196, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:26:58,551 - wikidata12k_both - [INFO] - [E:27| 600]: Train Loss:0.001021, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:28:35,848 - wikidata12k_both - [INFO] - [E:27| 700]: Train Loss:0.0010215, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:30:17,092 - wikidata12k_both - [INFO] - [E:27| 800]: Train Loss:0.0010211, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:31:52,353 - wikidata12k_both - [INFO] - [E:27| 900]: Train Loss:0.0010207, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:33:33,445 - wikidata12k_both - [INFO] - [E:27| 1000]: Train Loss:0.0010211, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:35:09,054 - wikidata12k_both - [INFO] - [E:27| 1100]: Train Loss:0.0010208, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:36:50,241 - wikidata12k_both - [INFO] - [E:27| 1200]: Train Loss:0.001021, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:38:25,146 - wikidata12k_both - [INFO] - [E:27| 1300]: Train Loss:0.0010208, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:40:06,543 - wikidata12k_both - [INFO] - [E:27| 1400]: Train Loss:0.0010209, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:41:42,040 - wikidata12k_both - [INFO] - [E:27| 1500]: Train Loss:0.0010212, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:43:23,231 - wikidata12k_both - [INFO] - [E:27| 1600]: Train Loss:0.001021, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:44:29,343 - wikidata12k_both - [INFO] - [Epoch:27]: Training Loss:0.001021 + +2023-06-05 15:44:29,756 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 15:45:00,874 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 15:45:10,618 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 15:45:46,006 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 15:45:56,480 - wikidata12k_both - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.51328, Head : 0.26904, Avg : 0.39116 + +2023-06-05 15:45:56,480 - wikidata12k_both - [INFO] - [Epoch 27]: Training Loss: 0.001021, Valid MRR: 0.42421, + + + +2023-06-05 15:45:57,582 - wikidata12k_both - [INFO] - [E:28| 0]: Train Loss:0.0010028, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:47:38,775 - wikidata12k_both - [INFO] - [E:28| 100]: Train Loss:0.0010169, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:49:14,235 - wikidata12k_both - [INFO] - [E:28| 200]: Train Loss:0.0010169, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:50:55,645 - wikidata12k_both - [INFO] - [E:28| 300]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:52:31,272 - wikidata12k_both - [INFO] - [E:28| 400]: Train Loss:0.0010168, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:54:12,625 - wikidata12k_both - [INFO] - [E:28| 500]: Train Loss:0.0010163, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:55:48,436 - wikidata12k_both - [INFO] - [E:28| 600]: Train Loss:0.0010162, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:57:29,700 - wikidata12k_both - [INFO] - [E:28| 700]: Train Loss:0.0010161, Val MRR:0.42421, wikidata12k_both +2023-06-05 15:59:07,238 - wikidata12k_both - [INFO] - [E:28| 800]: Train Loss:0.0010164, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:00:46,635 - wikidata12k_both - [INFO] - [E:28| 900]: Train Loss:0.0010172, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:02:26,825 - wikidata12k_both - [INFO] - [E:28| 1000]: Train Loss:0.0010177, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:04:02,335 - wikidata12k_both - [INFO] - [E:28| 1100]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:05:41,607 - wikidata12k_both - [INFO] - [E:28| 1200]: Train Loss:0.001018, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:07:16,042 - wikidata12k_both - [INFO] - [E:28| 1300]: Train Loss:0.0010182, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:08:55,672 - wikidata12k_both - [INFO] - [E:28| 1400]: Train Loss:0.0010187, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:10:30,177 - wikidata12k_both - [INFO] - [E:28| 1500]: Train Loss:0.0010192, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:12:09,722 - wikidata12k_both - [INFO] - [E:28| 1600]: Train Loss:0.001019, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:13:14,747 - wikidata12k_both - [INFO] - [Epoch:28]: Training Loss:0.001019 + +2023-06-05 16:13:15,114 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 16:13:45,503 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 16:13:54,675 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 16:14:29,618 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 16:14:40,035 - wikidata12k_both - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.51086, Head : 0.33228, Avg : 0.42157 + +2023-06-05 16:14:40,035 - wikidata12k_both - [INFO] - [Epoch 28]: Training Loss: 0.0010188, Valid MRR: 0.42421, + + + +2023-06-05 16:14:41,090 - wikidata12k_both - [INFO] - [E:29| 0]: Train Loss:0.0010179, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:16:20,619 - wikidata12k_both - [INFO] - [E:29| 100]: Train Loss:0.001014, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:17:55,595 - wikidata12k_both - [INFO] - [E:29| 200]: Train Loss:0.0010152, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:19:36,493 - wikidata12k_both - [INFO] - [E:29| 300]: Train Loss:0.0010157, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:21:11,909 - wikidata12k_both - [INFO] - [E:29| 400]: Train Loss:0.0010166, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:22:53,199 - wikidata12k_both - [INFO] - [E:29| 500]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:24:30,096 - wikidata12k_both - [INFO] - [E:29| 600]: Train Loss:0.0010181, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:26:09,894 - wikidata12k_both - [INFO] - [E:29| 700]: Train Loss:0.0010172, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:27:49,345 - wikidata12k_both - [INFO] - [E:29| 800]: Train Loss:0.0010168, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:29:26,662 - wikidata12k_both - [INFO] - [E:29| 900]: Train Loss:0.0010169, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:31:08,168 - wikidata12k_both - [INFO] - [E:29| 1000]: Train Loss:0.0010171, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:32:43,546 - wikidata12k_both - [INFO] - [E:29| 1100]: Train Loss:0.0010169, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:34:23,994 - wikidata12k_both - [INFO] - [E:29| 1200]: Train Loss:0.0010165, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:35:58,414 - wikidata12k_both - [INFO] - [E:29| 1300]: Train Loss:0.0010168, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:37:38,112 - wikidata12k_both - [INFO] - [E:29| 1400]: Train Loss:0.0010173, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:39:11,880 - wikidata12k_both - [INFO] - [E:29| 1500]: Train Loss:0.0010173, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:40:51,269 - wikidata12k_both - [INFO] - [E:29| 1600]: Train Loss:0.0010173, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:41:56,268 - wikidata12k_both - [INFO] - [Epoch:29]: Training Loss:0.001017 + +2023-06-05 16:41:56,663 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 16:42:27,867 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 16:42:36,916 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 16:43:10,910 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 16:43:21,230 - wikidata12k_both - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.50822, Head : 0.28023, Avg : 0.39423 + MR: Tail : 403.0, Head : 379.22, Avg : 391.11 + Hit-1: Tail : 0.41061, Head : 0.16759, Avg : 0.2891 + Hit-3: Tail : 0.56072, Head : 0.31897, Avg : 0.43985 + Hit-10: Tail : 0.69193, Head : 0.5269, Avg : 0.60942 +2023-06-05 16:43:21,230 - wikidata12k_both - [INFO] - [Epoch 29]: Training Loss: 0.0010174, Valid MRR: 0.42421, + + + +2023-06-05 16:43:22,185 - wikidata12k_both - [INFO] - [E:30| 0]: Train Loss:0.00097568, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:45:01,762 - wikidata12k_both - [INFO] - [E:30| 100]: Train Loss:0.0010162, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:46:36,126 - wikidata12k_both - [INFO] - [E:30| 200]: Train Loss:0.0010135, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:48:16,400 - wikidata12k_both - [INFO] - [E:30| 300]: Train Loss:0.0010148, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:49:52,027 - wikidata12k_both - [INFO] - [E:30| 400]: Train Loss:0.001016, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:51:32,168 - wikidata12k_both - [INFO] - [E:30| 500]: Train Loss:0.0010161, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:53:11,273 - wikidata12k_both - [INFO] - [E:30| 600]: Train Loss:0.001016, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:54:49,165 - wikidata12k_both - [INFO] - [E:30| 700]: Train Loss:0.0010154, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:56:30,546 - wikidata12k_both - [INFO] - [E:30| 800]: Train Loss:0.0010157, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:58:06,402 - wikidata12k_both - [INFO] - [E:30| 900]: Train Loss:0.0010159, Val MRR:0.42421, wikidata12k_both +2023-06-05 16:59:48,026 - wikidata12k_both - [INFO] - [E:30| 1000]: Train Loss:0.0010157, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:01:23,774 - wikidata12k_both - [INFO] - [E:30| 1100]: Train Loss:0.0010157, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:03:04,985 - wikidata12k_both - [INFO] - [E:30| 1200]: Train Loss:0.0010155, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:04:40,334 - wikidata12k_both - [INFO] - [E:30| 1300]: Train Loss:0.0010156, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:06:21,368 - wikidata12k_both - [INFO] - [E:30| 1400]: Train Loss:0.0010159, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:07:56,769 - wikidata12k_both - [INFO] - [E:30| 1500]: Train Loss:0.0010163, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:09:37,837 - wikidata12k_both - [INFO] - [E:30| 1600]: Train Loss:0.0010166, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:10:43,847 - wikidata12k_both - [INFO] - [Epoch:30]: Training Loss:0.001017 + +2023-06-05 17:10:44,256 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 17:11:14,600 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 17:11:25,057 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 17:12:00,451 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 17:12:10,871 - wikidata12k_both - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.5131, Head : 0.30926, Avg : 0.41118 + +2023-06-05 17:12:10,871 - wikidata12k_both - [INFO] - [Epoch 30]: Training Loss: 0.0010166, Valid MRR: 0.42421, + + + +2023-06-05 17:12:11,934 - wikidata12k_both - [INFO] - [E:31| 0]: Train Loss:0.00099819, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:13:53,216 - wikidata12k_both - [INFO] - [E:31| 100]: Train Loss:0.0010118, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:15:28,755 - wikidata12k_both - [INFO] - [E:31| 200]: Train Loss:0.0010143, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:17:09,953 - wikidata12k_both - [INFO] - [E:31| 300]: Train Loss:0.0010134, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:18:45,488 - wikidata12k_both - [INFO] - [E:31| 400]: Train Loss:0.0010137, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:20:26,588 - wikidata12k_both - [INFO] - [E:31| 500]: Train Loss:0.0010135, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:22:01,819 - wikidata12k_both - [INFO] - [E:31| 600]: Train Loss:0.0010142, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:23:43,169 - wikidata12k_both - [INFO] - [E:31| 700]: Train Loss:0.0010145, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:25:20,339 - wikidata12k_both - [INFO] - [E:31| 800]: Train Loss:0.0010141, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:26:59,790 - wikidata12k_both - [INFO] - [E:31| 900]: Train Loss:0.0010142, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:28:39,414 - wikidata12k_both - [INFO] - [E:31| 1000]: Train Loss:0.0010141, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:30:16,434 - wikidata12k_both - [INFO] - [E:31| 1100]: Train Loss:0.0010144, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:31:57,693 - wikidata12k_both - [INFO] - [E:31| 1200]: Train Loss:0.0010145, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:33:33,303 - wikidata12k_both - [INFO] - [E:31| 1300]: Train Loss:0.0010149, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:35:14,557 - wikidata12k_both - [INFO] - [E:31| 1400]: Train Loss:0.0010147, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:36:49,999 - wikidata12k_both - [INFO] - [E:31| 1500]: Train Loss:0.0010147, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:38:31,110 - wikidata12k_both - [INFO] - [E:31| 1600]: Train Loss:0.001015, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:39:33,114 - wikidata12k_both - [INFO] - [Epoch:31]: Training Loss:0.001015 + +2023-06-05 17:39:33,419 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 17:40:07,127 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 17:40:17,824 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 17:40:53,082 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 17:41:03,602 - wikidata12k_both - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.50813, Head : 0.29304, Avg : 0.40059 + +2023-06-05 17:41:03,602 - wikidata12k_both - [INFO] - [Epoch 31]: Training Loss: 0.0010152, Valid MRR: 0.42421, + + + +2023-06-05 17:41:04,575 - wikidata12k_both - [INFO] - [E:32| 0]: Train Loss:0.0010014, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:42:45,044 - wikidata12k_both - [INFO] - [E:32| 100]: Train Loss:0.0010144, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:44:21,377 - wikidata12k_both - [INFO] - [E:32| 200]: Train Loss:0.001013, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:46:02,743 - wikidata12k_both - [INFO] - [E:32| 300]: Train Loss:0.001014, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:47:38,260 - wikidata12k_both - [INFO] - [E:32| 400]: Train Loss:0.0010133, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:49:19,437 - wikidata12k_both - [INFO] - [E:32| 500]: Train Loss:0.0010133, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:50:54,908 - wikidata12k_both - [INFO] - [E:32| 600]: Train Loss:0.001013, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:52:34,775 - wikidata12k_both - [INFO] - [E:32| 700]: Train Loss:0.0010127, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:54:09,357 - wikidata12k_both - [INFO] - [E:32| 800]: Train Loss:0.001013, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:55:49,065 - wikidata12k_both - [INFO] - [E:32| 900]: Train Loss:0.0010132, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:57:24,960 - wikidata12k_both - [INFO] - [E:32| 1000]: Train Loss:0.0010136, Val MRR:0.42421, wikidata12k_both +2023-06-05 17:59:03,147 - wikidata12k_both - [INFO] - [E:32| 1100]: Train Loss:0.001014, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:00:42,863 - wikidata12k_both - [INFO] - [E:32| 1200]: Train Loss:0.0010137, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:02:17,314 - wikidata12k_both - [INFO] - [E:32| 1300]: Train Loss:0.0010138, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:03:57,280 - wikidata12k_both - [INFO] - [E:32| 1400]: Train Loss:0.0010136, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:05:32,413 - wikidata12k_both - [INFO] - [E:32| 1500]: Train Loss:0.001014, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:07:12,721 - wikidata12k_both - [INFO] - [E:32| 1600]: Train Loss:0.0010141, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:08:15,562 - wikidata12k_both - [INFO] - [Epoch:32]: Training Loss:0.001014 + +2023-06-05 18:08:15,874 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 18:08:47,805 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 18:08:58,383 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 18:09:33,263 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 18:09:43,619 - wikidata12k_both - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.5171, Head : 0.3305, Avg : 0.4238 + +2023-06-05 18:09:43,620 - wikidata12k_both - [INFO] - [Epoch 32]: Training Loss: 0.0010141, Valid MRR: 0.42421, + + + +2023-06-05 18:09:44,660 - wikidata12k_both - [INFO] - [E:33| 0]: Train Loss:0.00099622, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:11:24,210 - wikidata12k_both - [INFO] - [E:33| 100]: Train Loss:0.0010146, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:12:58,937 - wikidata12k_both - [INFO] - [E:33| 200]: Train Loss:0.0010138, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:14:38,642 - wikidata12k_both - [INFO] - [E:33| 300]: Train Loss:0.0010125, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:16:13,315 - wikidata12k_both - [INFO] - [E:33| 400]: Train Loss:0.0010121, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:17:53,286 - wikidata12k_both - [INFO] - [E:33| 500]: Train Loss:0.0010116, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:19:28,063 - wikidata12k_both - [INFO] - [E:33| 600]: Train Loss:0.0010109, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:21:08,309 - wikidata12k_both - [INFO] - [E:33| 700]: Train Loss:0.0010109, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:22:46,691 - wikidata12k_both - [INFO] - [E:33| 800]: Train Loss:0.001011, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:24:24,942 - wikidata12k_both - [INFO] - [E:33| 900]: Train Loss:0.0010109, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:26:06,329 - wikidata12k_both - [INFO] - [E:33| 1000]: Train Loss:0.0010112, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:27:42,228 - wikidata12k_both - [INFO] - [E:33| 1100]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:29:23,677 - wikidata12k_both - [INFO] - [E:33| 1200]: Train Loss:0.0010117, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:30:59,599 - wikidata12k_both - [INFO] - [E:33| 1300]: Train Loss:0.0010121, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:32:40,938 - wikidata12k_both - [INFO] - [E:33| 1400]: Train Loss:0.0010124, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:34:15,771 - wikidata12k_both - [INFO] - [E:33| 1500]: Train Loss:0.0010123, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:35:56,952 - wikidata12k_both - [INFO] - [E:33| 1600]: Train Loss:0.0010125, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:37:00,540 - wikidata12k_both - [INFO] - [Epoch:33]: Training Loss:0.001013 + +2023-06-05 18:37:00,845 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 18:37:32,869 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 18:37:43,471 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 18:38:18,790 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 18:38:29,169 - wikidata12k_both - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.51278, Head : 0.27937, Avg : 0.39608 + +2023-06-05 18:38:29,169 - wikidata12k_both - [INFO] - [Epoch 33]: Training Loss: 0.0010127, Valid MRR: 0.42421, + + + +2023-06-05 18:38:30,227 - wikidata12k_both - [INFO] - [E:34| 0]: Train Loss:0.0010006, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:40:11,320 - wikidata12k_both - [INFO] - [E:34| 100]: Train Loss:0.0010099, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:41:46,853 - wikidata12k_both - [INFO] - [E:34| 200]: Train Loss:0.0010088, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:43:28,058 - wikidata12k_both - [INFO] - [E:34| 300]: Train Loss:0.0010094, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:45:03,572 - wikidata12k_both - [INFO] - [E:34| 400]: Train Loss:0.0010098, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:46:44,892 - wikidata12k_both - [INFO] - [E:34| 500]: Train Loss:0.0010106, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:48:20,536 - wikidata12k_both - [INFO] - [E:34| 600]: Train Loss:0.0010101, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:50:01,751 - wikidata12k_both - [INFO] - [E:34| 700]: Train Loss:0.0010097, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:51:37,146 - wikidata12k_both - [INFO] - [E:34| 800]: Train Loss:0.00101, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:53:18,029 - wikidata12k_both - [INFO] - [E:34| 900]: Train Loss:0.00101, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:54:54,662 - wikidata12k_both - [INFO] - [E:34| 1000]: Train Loss:0.0010106, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:56:34,371 - wikidata12k_both - [INFO] - [E:34| 1100]: Train Loss:0.0010108, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:58:13,865 - wikidata12k_both - [INFO] - [E:34| 1200]: Train Loss:0.0010112, Val MRR:0.42421, wikidata12k_both +2023-06-05 18:59:51,231 - wikidata12k_both - [INFO] - [E:34| 1300]: Train Loss:0.001011, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:01:32,763 - wikidata12k_both - [INFO] - [E:34| 1400]: Train Loss:0.0010115, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:03:08,283 - wikidata12k_both - [INFO] - [E:34| 1500]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:04:49,482 - wikidata12k_both - [INFO] - [E:34| 1600]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:05:49,866 - wikidata12k_both - [INFO] - [Epoch:34]: Training Loss:0.001012 + +2023-06-05 19:05:50,275 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 19:06:25,204 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 19:06:35,810 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 19:07:10,981 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 19:07:21,487 - wikidata12k_both - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.51632, Head : 0.30314, Avg : 0.40973 + +2023-06-05 19:07:21,487 - wikidata12k_both - [INFO] - [Epoch 34]: Training Loss: 0.0010117, Valid MRR: 0.42421, + + + +2023-06-05 19:07:22,447 - wikidata12k_both - [INFO] - [E:35| 0]: Train Loss:0.0010173, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:08:59,932 - wikidata12k_both - [INFO] - [E:35| 100]: Train Loss:0.0010114, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:10:37,605 - wikidata12k_both - [INFO] - [E:35| 200]: Train Loss:0.0010119, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:12:17,473 - wikidata12k_both - [INFO] - [E:35| 300]: Train Loss:0.0010121, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:13:52,495 - wikidata12k_both - [INFO] - [E:35| 400]: Train Loss:0.0010119, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:15:32,863 - wikidata12k_both - [INFO] - [E:35| 500]: Train Loss:0.0010115, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:17:07,977 - wikidata12k_both - [INFO] - [E:35| 600]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:18:49,353 - wikidata12k_both - [INFO] - [E:35| 700]: Train Loss:0.0010111, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:20:25,009 - wikidata12k_both - [INFO] - [E:35| 800]: Train Loss:0.0010106, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:22:06,286 - wikidata12k_both - [INFO] - [E:35| 900]: Train Loss:0.001011, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:23:41,855 - wikidata12k_both - [INFO] - [E:35| 1000]: Train Loss:0.001011, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:25:23,076 - wikidata12k_both - [INFO] - [E:35| 1100]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:26:59,515 - wikidata12k_both - [INFO] - [E:35| 1200]: Train Loss:0.0010109, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:28:38,243 - wikidata12k_both - [INFO] - [E:35| 1300]: Train Loss:0.0010108, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:30:17,135 - wikidata12k_both - [INFO] - [E:35| 1400]: Train Loss:0.0010104, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:31:52,522 - wikidata12k_both - [INFO] - [E:35| 1500]: Train Loss:0.0010103, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:33:32,252 - wikidata12k_both - [INFO] - [E:35| 1600]: Train Loss:0.0010103, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:34:31,993 - wikidata12k_both - [INFO] - [Epoch:35]: Training Loss:0.001011 + +2023-06-05 19:34:32,397 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 19:35:07,011 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 19:35:17,519 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 19:35:52,336 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 19:36:02,707 - wikidata12k_both - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.51216, Head : 0.30136, Avg : 0.40676 + +2023-06-05 19:36:02,707 - wikidata12k_both - [INFO] - [Epoch 35]: Training Loss: 0.0010106, Valid MRR: 0.42421, + + + +2023-06-05 19:36:03,801 - wikidata12k_both - [INFO] - [E:36| 0]: Train Loss:0.00098742, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:37:41,066 - wikidata12k_both - [INFO] - [E:36| 100]: Train Loss:0.0010074, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:39:17,817 - wikidata12k_both - [INFO] - [E:36| 200]: Train Loss:0.0010087, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:40:57,810 - wikidata12k_both - [INFO] - [E:36| 300]: Train Loss:0.0010068, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:42:33,000 - wikidata12k_both - [INFO] - [E:36| 400]: Train Loss:0.0010072, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:44:12,521 - wikidata12k_both - [INFO] - [E:36| 500]: Train Loss:0.0010085, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:45:47,218 - wikidata12k_both - [INFO] - [E:36| 600]: Train Loss:0.0010091, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:47:27,071 - wikidata12k_both - [INFO] - [E:36| 700]: Train Loss:0.0010097, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:49:01,756 - wikidata12k_both - [INFO] - [E:36| 800]: Train Loss:0.0010101, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:50:41,799 - wikidata12k_both - [INFO] - [E:36| 900]: Train Loss:0.0010098, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:52:18,804 - wikidata12k_both - [INFO] - [E:36| 1000]: Train Loss:0.00101, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:53:56,068 - wikidata12k_both - [INFO] - [E:36| 1100]: Train Loss:0.00101, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:55:35,722 - wikidata12k_both - [INFO] - [E:36| 1200]: Train Loss:0.0010096, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:57:11,276 - wikidata12k_both - [INFO] - [E:36| 1300]: Train Loss:0.0010096, Val MRR:0.42421, wikidata12k_both +2023-06-05 19:58:51,183 - wikidata12k_both - [INFO] - [E:36| 1400]: Train Loss:0.0010094, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:00:25,854 - wikidata12k_both - [INFO] - [E:36| 1500]: Train Loss:0.0010094, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:02:05,561 - wikidata12k_both - [INFO] - [E:36| 1600]: Train Loss:0.0010096, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:03:08,960 - wikidata12k_both - [INFO] - [Epoch:36]: Training Loss:0.001009 + +2023-06-05 20:03:09,264 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 20:03:40,817 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 20:03:51,387 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 20:04:26,322 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 20:04:36,634 - wikidata12k_both - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.52044, Head : 0.28628, Avg : 0.40336 + +2023-06-05 20:04:36,635 - wikidata12k_both - [INFO] - [Epoch 36]: Training Loss: 0.0010093, Valid MRR: 0.42421, + + + +2023-06-05 20:04:37,719 - wikidata12k_both - [INFO] - [E:37| 0]: Train Loss:0.00097815, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:06:17,448 - wikidata12k_both - [INFO] - [E:37| 100]: Train Loss:0.0010027, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:07:52,090 - wikidata12k_both - [INFO] - [E:37| 200]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:09:32,178 - wikidata12k_both - [INFO] - [E:37| 300]: Train Loss:0.0010064, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:11:07,105 - wikidata12k_both - [INFO] - [E:37| 400]: Train Loss:0.0010069, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:12:47,849 - wikidata12k_both - [INFO] - [E:37| 500]: Train Loss:0.0010072, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:14:22,142 - wikidata12k_both - [INFO] - [E:37| 600]: Train Loss:0.0010079, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:16:01,900 - wikidata12k_both - [INFO] - [E:37| 700]: Train Loss:0.0010076, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:17:39,880 - wikidata12k_both - [INFO] - [E:37| 800]: Train Loss:0.0010081, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:19:16,673 - wikidata12k_both - [INFO] - [E:37| 900]: Train Loss:0.0010082, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:20:56,399 - wikidata12k_both - [INFO] - [E:37| 1000]: Train Loss:0.0010081, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:22:30,511 - wikidata12k_both - [INFO] - [E:37| 1100]: Train Loss:0.0010075, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:24:10,459 - wikidata12k_both - [INFO] - [E:37| 1200]: Train Loss:0.0010078, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:25:45,034 - wikidata12k_both - [INFO] - [E:37| 1300]: Train Loss:0.001008, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:27:26,027 - wikidata12k_both - [INFO] - [E:37| 1400]: Train Loss:0.0010083, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:29:00,498 - wikidata12k_both - [INFO] - [E:37| 1500]: Train Loss:0.0010081, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:30:40,311 - wikidata12k_both - [INFO] - [E:37| 1600]: Train Loss:0.0010083, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:31:45,557 - wikidata12k_both - [INFO] - [Epoch:37]: Training Loss:0.001008 + +2023-06-05 20:31:45,955 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 20:32:17,725 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 20:32:26,783 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 20:33:00,931 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 20:33:11,305 - wikidata12k_both - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.51605, Head : 0.32007, Avg : 0.41806 + +2023-06-05 20:33:11,305 - wikidata12k_both - [INFO] - [Epoch 37]: Training Loss: 0.0010084, Valid MRR: 0.42421, + + + +2023-06-05 20:33:12,343 - wikidata12k_both - [INFO] - [E:38| 0]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:34:52,413 - wikidata12k_both - [INFO] - [E:38| 100]: Train Loss:0.0010023, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:36:26,980 - wikidata12k_both - [INFO] - [E:38| 200]: Train Loss:0.0010036, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:38:07,036 - wikidata12k_both - [INFO] - [E:38| 300]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:39:42,499 - wikidata12k_both - [INFO] - [E:38| 400]: Train Loss:0.0010049, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:41:22,144 - wikidata12k_both - [INFO] - [E:38| 500]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:43:00,886 - wikidata12k_both - [INFO] - [E:38| 600]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:44:36,969 - wikidata12k_both - [INFO] - [E:38| 700]: Train Loss:0.0010071, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:46:16,488 - wikidata12k_both - [INFO] - [E:38| 800]: Train Loss:0.0010068, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:47:50,708 - wikidata12k_both - [INFO] - [E:38| 900]: Train Loss:0.0010067, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:49:30,444 - wikidata12k_both - [INFO] - [E:38| 1000]: Train Loss:0.0010066, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:51:05,054 - wikidata12k_both - [INFO] - [E:38| 1100]: Train Loss:0.001007, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:52:45,013 - wikidata12k_both - [INFO] - [E:38| 1200]: Train Loss:0.0010071, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:54:19,760 - wikidata12k_both - [INFO] - [E:38| 1300]: Train Loss:0.0010071, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:55:59,781 - wikidata12k_both - [INFO] - [E:38| 1400]: Train Loss:0.0010072, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:57:37,533 - wikidata12k_both - [INFO] - [E:38| 1500]: Train Loss:0.0010073, Val MRR:0.42421, wikidata12k_both +2023-06-05 20:59:14,896 - wikidata12k_both - [INFO] - [E:38| 1600]: Train Loss:0.0010071, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:00:21,175 - wikidata12k_both - [INFO] - [Epoch:38]: Training Loss:0.001007 + +2023-06-05 21:00:21,581 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 21:00:56,540 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 21:01:05,940 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 21:01:37,873 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 21:01:48,398 - wikidata12k_both - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.52064, Head : 0.25735, Avg : 0.38899 + +2023-06-05 21:01:48,398 - wikidata12k_both - [INFO] - [Epoch 38]: Training Loss: 0.0010073, Valid MRR: 0.42421, + + + +2023-06-05 21:01:49,507 - wikidata12k_both - [INFO] - [E:39| 0]: Train Loss:0.0010068, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:03:30,777 - wikidata12k_both - [INFO] - [E:39| 100]: Train Loss:0.0010093, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:05:06,345 - wikidata12k_both - [INFO] - [E:39| 200]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:06:47,550 - wikidata12k_both - [INFO] - [E:39| 300]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:08:24,733 - wikidata12k_both - [INFO] - [E:39| 400]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:10:04,544 - wikidata12k_both - [INFO] - [E:39| 500]: Train Loss:0.0010047, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:11:44,391 - wikidata12k_both - [INFO] - [E:39| 600]: Train Loss:0.0010045, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:13:21,673 - wikidata12k_both - [INFO] - [E:39| 700]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:15:02,586 - wikidata12k_both - [INFO] - [E:39| 800]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:16:38,129 - wikidata12k_both - [INFO] - [E:39| 900]: Train Loss:0.0010059, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:18:19,536 - wikidata12k_both - [INFO] - [E:39| 1000]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:19:55,053 - wikidata12k_both - [INFO] - [E:39| 1100]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:21:36,341 - wikidata12k_both - [INFO] - [E:39| 1200]: Train Loss:0.0010063, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:23:11,667 - wikidata12k_both - [INFO] - [E:39| 1300]: Train Loss:0.0010063, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:24:52,813 - wikidata12k_both - [INFO] - [E:39| 1400]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:26:28,211 - wikidata12k_both - [INFO] - [E:39| 1500]: Train Loss:0.0010061, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:28:09,311 - wikidata12k_both - [INFO] - [E:39| 1600]: Train Loss:0.0010059, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:29:15,198 - wikidata12k_both - [INFO] - [Epoch:39]: Training Loss:0.001006 + +2023-06-05 21:29:15,600 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 21:29:46,465 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 21:29:56,111 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 21:30:31,290 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 21:30:41,810 - wikidata12k_both - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.51085, Head : 0.30875, Avg : 0.4098 + MR: Tail : 414.4, Head : 424.33, Avg : 419.37 + Hit-1: Tail : 0.41318, Head : 0.19938, Avg : 0.30628 + Hit-3: Tail : 0.56443, Head : 0.34632, Avg : 0.45538 + Hit-10: Tail : 0.69282, Head : 0.54624, Avg : 0.61953 +2023-06-05 21:30:41,810 - wikidata12k_both - [INFO] - [Epoch 39]: Training Loss: 0.001006, Valid MRR: 0.42421, + + + +2023-06-05 21:30:42,791 - wikidata12k_both - [INFO] - [E:40| 0]: Train Loss:0.00099217, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:32:24,172 - wikidata12k_both - [INFO] - [E:40| 100]: Train Loss:0.0010032, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:33:59,853 - wikidata12k_both - [INFO] - [E:40| 200]: Train Loss:0.0010038, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:35:41,305 - wikidata12k_both - [INFO] - [E:40| 300]: Train Loss:0.0010039, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:37:16,926 - wikidata12k_both - [INFO] - [E:40| 400]: Train Loss:0.0010041, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:38:58,052 - wikidata12k_both - [INFO] - [E:40| 500]: Train Loss:0.0010056, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:40:33,540 - wikidata12k_both - [INFO] - [E:40| 600]: Train Loss:0.001005, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:42:15,091 - wikidata12k_both - [INFO] - [E:40| 700]: Train Loss:0.0010051, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:43:52,967 - wikidata12k_both - [INFO] - [E:40| 800]: Train Loss:0.0010053, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:45:31,893 - wikidata12k_both - [INFO] - [E:40| 900]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:47:11,705 - wikidata12k_both - [INFO] - [E:40| 1000]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:48:46,371 - wikidata12k_both - [INFO] - [E:40| 1100]: Train Loss:0.0010057, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:50:26,156 - wikidata12k_both - [INFO] - [E:40| 1200]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:52:00,673 - wikidata12k_both - [INFO] - [E:40| 1300]: Train Loss:0.001005, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:53:40,754 - wikidata12k_both - [INFO] - [E:40| 1400]: Train Loss:0.001005, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:55:15,278 - wikidata12k_both - [INFO] - [E:40| 1500]: Train Loss:0.0010053, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:56:55,345 - wikidata12k_both - [INFO] - [E:40| 1600]: Train Loss:0.0010056, Val MRR:0.42421, wikidata12k_both +2023-06-05 21:58:00,385 - wikidata12k_both - [INFO] - [Epoch:40]: Training Loss:0.001006 + +2023-06-05 21:58:00,788 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 21:58:31,184 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 21:58:40,818 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 21:59:15,966 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 21:59:26,412 - wikidata12k_both - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.51577, Head : 0.27009, Avg : 0.39293 + +2023-06-05 21:59:26,413 - wikidata12k_both - [INFO] - [Epoch 40]: Training Loss: 0.0010058, Valid MRR: 0.42421, + + + +2023-06-05 21:59:27,435 - wikidata12k_both - [INFO] - [E:41| 0]: Train Loss:0.00097127, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:01:07,926 - wikidata12k_both - [INFO] - [E:41| 100]: Train Loss:0.0010063, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:02:42,203 - wikidata12k_both - [INFO] - [E:41| 200]: Train Loss:0.0010065, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:04:22,100 - wikidata12k_both - [INFO] - [E:41| 300]: Train Loss:0.0010049, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:05:56,546 - wikidata12k_both - [INFO] - [E:41| 400]: Train Loss:0.0010047, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:07:36,391 - wikidata12k_both - [INFO] - [E:41| 500]: Train Loss:0.0010042, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:09:13,960 - wikidata12k_both - [INFO] - [E:41| 600]: Train Loss:0.0010037, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:10:51,357 - wikidata12k_both - [INFO] - [E:41| 700]: Train Loss:0.0010041, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:12:31,388 - wikidata12k_both - [INFO] - [E:41| 800]: Train Loss:0.0010038, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:14:06,056 - wikidata12k_both - [INFO] - [E:41| 900]: Train Loss:0.0010042, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:15:46,929 - wikidata12k_both - [INFO] - [E:41| 1000]: Train Loss:0.0010039, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:17:22,421 - wikidata12k_both - [INFO] - [E:41| 1100]: Train Loss:0.0010042, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:19:03,810 - wikidata12k_both - [INFO] - [E:41| 1200]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:20:39,352 - wikidata12k_both - [INFO] - [E:41| 1300]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:22:20,721 - wikidata12k_both - [INFO] - [E:41| 1400]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:23:56,419 - wikidata12k_both - [INFO] - [E:41| 1500]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:25:37,763 - wikidata12k_both - [INFO] - [E:41| 1600]: Train Loss:0.0010045, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:26:44,049 - wikidata12k_both - [INFO] - [Epoch:41]: Training Loss:0.001004 + +2023-06-05 22:26:44,340 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 22:27:15,727 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 22:27:25,319 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 22:28:00,738 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 22:28:11,270 - wikidata12k_both - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.51808, Head : 0.3217, Avg : 0.41989 + +2023-06-05 22:28:11,271 - wikidata12k_both - [INFO] - [Epoch 41]: Training Loss: 0.0010045, Valid MRR: 0.42421, + + + +2023-06-05 22:28:12,243 - wikidata12k_both - [INFO] - [E:42| 0]: Train Loss:0.00098216, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:29:53,414 - wikidata12k_both - [INFO] - [E:42| 100]: Train Loss:0.001002, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:31:28,650 - wikidata12k_both - [INFO] - [E:42| 200]: Train Loss:0.001002, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:33:09,806 - wikidata12k_both - [INFO] - [E:42| 300]: Train Loss:0.001001, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:34:45,173 - wikidata12k_both - [INFO] - [E:42| 400]: Train Loss:0.0010004, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:36:26,417 - wikidata12k_both - [INFO] - [E:42| 500]: Train Loss:0.0010006, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:38:01,902 - wikidata12k_both - [INFO] - [E:42| 600]: Train Loss:0.0010014, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:39:43,215 - wikidata12k_both - [INFO] - [E:42| 700]: Train Loss:0.0010018, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:41:21,197 - wikidata12k_both - [INFO] - [E:42| 800]: Train Loss:0.0010024, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:43:00,170 - wikidata12k_both - [INFO] - [E:42| 900]: Train Loss:0.0010026, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:44:40,559 - wikidata12k_both - [INFO] - [E:42| 1000]: Train Loss:0.001003, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:46:16,610 - wikidata12k_both - [INFO] - [E:42| 1100]: Train Loss:0.0010028, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:47:56,595 - wikidata12k_both - [INFO] - [E:42| 1200]: Train Loss:0.0010028, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:49:31,210 - wikidata12k_both - [INFO] - [E:42| 1300]: Train Loss:0.0010027, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:51:10,859 - wikidata12k_both - [INFO] - [E:42| 1400]: Train Loss:0.0010027, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:52:45,413 - wikidata12k_both - [INFO] - [E:42| 1500]: Train Loss:0.0010029, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:54:25,276 - wikidata12k_both - [INFO] - [E:42| 1600]: Train Loss:0.0010029, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:55:30,336 - wikidata12k_both - [INFO] - [Epoch:42]: Training Loss:0.001003 + +2023-06-05 22:55:30,630 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 22:56:00,412 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 22:56:10,990 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 22:56:45,968 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 22:56:56,315 - wikidata12k_both - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.51447, Head : 0.27843, Avg : 0.39645 + +2023-06-05 22:56:56,315 - wikidata12k_both - [INFO] - [Epoch 42]: Training Loss: 0.0010034, Valid MRR: 0.42421, + + + +2023-06-05 22:56:57,390 - wikidata12k_both - [INFO] - [E:43| 0]: Train Loss:0.0010067, Val MRR:0.42421, wikidata12k_both +2023-06-05 22:58:37,269 - wikidata12k_both - [INFO] - [E:43| 100]: Train Loss:0.00099694, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:00:12,083 - wikidata12k_both - [INFO] - [E:43| 200]: Train Loss:0.00099631, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:01:52,709 - wikidata12k_both - [INFO] - [E:43| 300]: Train Loss:0.00099815, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:03:27,117 - wikidata12k_both - [INFO] - [E:43| 400]: Train Loss:0.00099963, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:05:06,898 - wikidata12k_both - [INFO] - [E:43| 500]: Train Loss:0.0010011, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:06:43,066 - wikidata12k_both - [INFO] - [E:43| 600]: Train Loss:0.001001, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:08:21,451 - wikidata12k_both - [INFO] - [E:43| 700]: Train Loss:0.0010012, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:10:01,016 - wikidata12k_both - [INFO] - [E:43| 800]: Train Loss:0.0010009, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:11:35,479 - wikidata12k_both - [INFO] - [E:43| 900]: Train Loss:0.0010011, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:13:15,578 - wikidata12k_both - [INFO] - [E:43| 1000]: Train Loss:0.0010015, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:14:49,850 - wikidata12k_both - [INFO] - [E:43| 1100]: Train Loss:0.0010014, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:16:30,642 - wikidata12k_both - [INFO] - [E:43| 1200]: Train Loss:0.0010015, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:18:05,425 - wikidata12k_both - [INFO] - [E:43| 1300]: Train Loss:0.0010019, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:19:45,302 - wikidata12k_both - [INFO] - [E:43| 1400]: Train Loss:0.0010019, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:21:21,056 - wikidata12k_both - [INFO] - [E:43| 1500]: Train Loss:0.001002, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:22:59,707 - wikidata12k_both - [INFO] - [E:43| 1600]: Train Loss:0.0010023, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:24:04,962 - wikidata12k_both - [INFO] - [Epoch:43]: Training Loss:0.001002 + +2023-06-05 23:24:05,364 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 23:24:39,126 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 23:24:48,185 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 23:25:20,484 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 23:25:30,841 - wikidata12k_both - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.51687, Head : 0.27995, Avg : 0.39841 + +2023-06-05 23:25:30,841 - wikidata12k_both - [INFO] - [Epoch 43]: Training Loss: 0.0010025, Valid MRR: 0.42421, + + + +2023-06-05 23:25:31,886 - wikidata12k_both - [INFO] - [E:44| 0]: Train Loss:0.0010171, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:27:11,732 - wikidata12k_both - [INFO] - [E:44| 100]: Train Loss:0.00099946, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:28:46,803 - wikidata12k_both - [INFO] - [E:44| 200]: Train Loss:0.00099755, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:30:26,494 - wikidata12k_both - [INFO] - [E:44| 300]: Train Loss:0.00099829, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:32:04,571 - wikidata12k_both - [INFO] - [E:44| 400]: Train Loss:0.00099809, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:33:42,993 - wikidata12k_both - [INFO] - [E:44| 500]: Train Loss:0.00099945, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:35:23,782 - wikidata12k_both - [INFO] - [E:44| 600]: Train Loss:0.00099956, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:36:59,844 - wikidata12k_both - [INFO] - [E:44| 700]: Train Loss:0.000999, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:38:41,155 - wikidata12k_both - [INFO] - [E:44| 800]: Train Loss:0.00099926, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:40:16,766 - wikidata12k_both - [INFO] - [E:44| 900]: Train Loss:0.0009992, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:41:58,236 - wikidata12k_both - [INFO] - [E:44| 1000]: Train Loss:0.00099987, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:43:33,874 - wikidata12k_both - [INFO] - [E:44| 1100]: Train Loss:0.0010002, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:45:15,296 - wikidata12k_both - [INFO] - [E:44| 1200]: Train Loss:0.0010006, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:46:50,672 - wikidata12k_both - [INFO] - [E:44| 1300]: Train Loss:0.0010007, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:48:30,960 - wikidata12k_both - [INFO] - [E:44| 1400]: Train Loss:0.001001, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:50:06,255 - wikidata12k_both - [INFO] - [E:44| 1500]: Train Loss:0.0010012, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:51:45,427 - wikidata12k_both - [INFO] - [E:44| 1600]: Train Loss:0.0010012, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:52:50,733 - wikidata12k_both - [INFO] - [Epoch:44]: Training Loss:0.001001 + +2023-06-05 23:52:51,019 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-05 23:53:24,362 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-05 23:53:33,387 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-05 23:54:06,179 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-05 23:54:16,469 - wikidata12k_both - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.51319, Head : 0.29954, Avg : 0.40637 + +2023-06-05 23:54:16,469 - wikidata12k_both - [INFO] - [Epoch 44]: Training Loss: 0.0010013, Valid MRR: 0.42421, + + + +2023-06-05 23:54:17,478 - wikidata12k_both - [INFO] - [E:45| 0]: Train Loss:0.0010107, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:55:57,330 - wikidata12k_both - [INFO] - [E:45| 100]: Train Loss:0.00099754, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:57:31,961 - wikidata12k_both - [INFO] - [E:45| 200]: Train Loss:0.00099816, Val MRR:0.42421, wikidata12k_both +2023-06-05 23:59:11,857 - wikidata12k_both - [INFO] - [E:45| 300]: Train Loss:0.00099855, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:00:48,827 - wikidata12k_both - [INFO] - [E:45| 400]: Train Loss:0.00099829, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:02:27,279 - wikidata12k_both - [INFO] - [E:45| 500]: Train Loss:0.00099893, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:04:07,033 - wikidata12k_both - [INFO] - [E:45| 600]: Train Loss:0.00099915, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:05:41,631 - wikidata12k_both - [INFO] - [E:45| 700]: Train Loss:0.00099898, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:07:21,204 - wikidata12k_both - [INFO] - [E:45| 800]: Train Loss:0.00099884, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:08:55,704 - wikidata12k_both - [INFO] - [E:45| 900]: Train Loss:0.00099946, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:10:35,401 - wikidata12k_both - [INFO] - [E:45| 1000]: Train Loss:0.00099967, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:12:10,282 - wikidata12k_both - [INFO] - [E:45| 1100]: Train Loss:0.00099975, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:13:50,092 - wikidata12k_both - [INFO] - [E:45| 1200]: Train Loss:0.0009999, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:15:26,553 - wikidata12k_both - [INFO] - [E:45| 1300]: Train Loss:0.0010004, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:16:41,034 - wikidata12k_both - [INFO] - [E:45| 1400]: Train Loss:0.0010007, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:17:46,592 - wikidata12k_both - [INFO] - [E:45| 1500]: Train Loss:0.0010007, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:18:52,081 - wikidata12k_both - [INFO] - [E:45| 1600]: Train Loss:0.0010007, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:19:34,895 - wikidata12k_both - [INFO] - [Epoch:45]: Training Loss:0.001001 + +2023-06-06 00:19:35,116 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 00:19:57,184 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 00:20:03,924 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 00:20:26,564 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 00:20:33,880 - wikidata12k_both - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.52152, Head : 0.2891, Avg : 0.40531 + +2023-06-06 00:20:33,880 - wikidata12k_both - [INFO] - [Epoch 45]: Training Loss: 0.001001, Valid MRR: 0.42421, + + + +2023-06-06 00:20:34,734 - wikidata12k_both - [INFO] - [E:46| 0]: Train Loss:0.00098475, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:22:03,421 - wikidata12k_both - [INFO] - [E:46| 100]: Train Loss:0.00099755, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:23:28,069 - wikidata12k_both - [INFO] - [E:46| 200]: Train Loss:0.00099823, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:24:34,398 - wikidata12k_both - [INFO] - [E:46| 300]: Train Loss:0.00099911, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:26:03,064 - wikidata12k_both - [INFO] - [E:46| 400]: Train Loss:0.00099863, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:27:27,988 - wikidata12k_both - [INFO] - [E:46| 500]: Train Loss:0.00099852, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:28:56,645 - wikidata12k_both - [INFO] - [E:46| 600]: Train Loss:0.00099846, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:30:23,933 - wikidata12k_both - [INFO] - [E:46| 700]: Train Loss:0.00099867, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:31:51,322 - wikidata12k_both - [INFO] - [E:46| 800]: Train Loss:0.00099811, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:33:20,129 - wikidata12k_both - [INFO] - [E:46| 900]: Train Loss:0.00099844, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:34:47,221 - wikidata12k_both - [INFO] - [E:46| 1000]: Train Loss:0.00099895, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:36:14,437 - wikidata12k_both - [INFO] - [E:46| 1100]: Train Loss:0.0009986, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:37:43,116 - wikidata12k_both - [INFO] - [E:46| 1200]: Train Loss:0.00099872, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:39:10,285 - wikidata12k_both - [INFO] - [E:46| 1300]: Train Loss:0.00099904, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:40:37,522 - wikidata12k_both - [INFO] - [E:46| 1400]: Train Loss:0.00099926, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:42:06,368 - wikidata12k_both - [INFO] - [E:46| 1500]: Train Loss:0.00099919, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:43:33,644 - wikidata12k_both - [INFO] - [E:46| 1600]: Train Loss:0.00099935, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:44:31,662 - wikidata12k_both - [INFO] - [Epoch:46]: Training Loss:0.0009993 + +2023-06-06 00:44:31,984 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 00:45:01,273 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 00:45:10,606 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 00:45:41,641 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 00:45:50,749 - wikidata12k_both - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.51963, Head : 0.3224, Avg : 0.42101 + +2023-06-06 00:45:50,749 - wikidata12k_both - [INFO] - [Epoch 46]: Training Loss: 0.00099926, Valid MRR: 0.42421, + + + +2023-06-06 00:45:51,643 - wikidata12k_both - [INFO] - [E:47| 0]: Train Loss:0.00098758, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:47:19,065 - wikidata12k_both - [INFO] - [E:47| 100]: Train Loss:0.0009975, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:48:47,580 - wikidata12k_both - [INFO] - [E:47| 200]: Train Loss:0.0009954, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:50:14,644 - wikidata12k_both - [INFO] - [E:47| 300]: Train Loss:0.00099682, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:51:41,887 - wikidata12k_both - [INFO] - [E:47| 400]: Train Loss:0.00099834, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:53:10,329 - wikidata12k_both - [INFO] - [E:47| 500]: Train Loss:0.0009978, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:54:37,717 - wikidata12k_both - [INFO] - [E:47| 600]: Train Loss:0.00099824, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:56:05,435 - wikidata12k_both - [INFO] - [E:47| 700]: Train Loss:0.000998, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:57:33,592 - wikidata12k_both - [INFO] - [E:47| 800]: Train Loss:0.00099742, Val MRR:0.42421, wikidata12k_both +2023-06-06 00:59:00,807 - wikidata12k_both - [INFO] - [E:47| 900]: Train Loss:0.00099734, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:00:29,024 - wikidata12k_both - [INFO] - [E:47| 1000]: Train Loss:0.00099752, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:01:56,691 - wikidata12k_both - [INFO] - [E:47| 1100]: Train Loss:0.00099768, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:03:24,068 - wikidata12k_both - [INFO] - [E:47| 1200]: Train Loss:0.0009978, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:04:52,566 - wikidata12k_both - [INFO] - [E:47| 1300]: Train Loss:0.00099797, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:06:19,614 - wikidata12k_both - [INFO] - [E:47| 1400]: Train Loss:0.00099835, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:07:47,039 - wikidata12k_both - [INFO] - [E:47| 1500]: Train Loss:0.00099846, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:09:15,659 - wikidata12k_both - [INFO] - [E:47| 1600]: Train Loss:0.00099837, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:10:12,447 - wikidata12k_both - [INFO] - [Epoch:47]: Training Loss:0.0009984 + +2023-06-06 01:10:12,767 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 01:10:43,392 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 01:10:52,765 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 01:11:23,722 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 01:11:32,850 - wikidata12k_both - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.51987, Head : 0.26381, Avg : 0.39184 + +2023-06-06 01:11:32,850 - wikidata12k_both - [INFO] - [Epoch 47]: Training Loss: 0.00099844, Valid MRR: 0.42421, + + + +2023-06-06 01:11:33,736 - wikidata12k_both - [INFO] - [E:48| 0]: Train Loss:0.00097971, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:13:01,124 - wikidata12k_both - [INFO] - [E:48| 100]: Train Loss:0.00099768, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:14:28,529 - wikidata12k_both - [INFO] - [E:48| 200]: Train Loss:0.00099677, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:15:57,279 - wikidata12k_both - [INFO] - [E:48| 300]: Train Loss:0.00099754, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:17:24,873 - wikidata12k_both - [INFO] - [E:48| 400]: Train Loss:0.00099796, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:18:52,154 - wikidata12k_both - [INFO] - [E:48| 500]: Train Loss:0.00099731, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:20:20,723 - wikidata12k_both - [INFO] - [E:48| 600]: Train Loss:0.00099754, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:21:48,148 - wikidata12k_both - [INFO] - [E:48| 700]: Train Loss:0.00099779, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:23:15,722 - wikidata12k_both - [INFO] - [E:48| 800]: Train Loss:0.00099764, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:24:44,488 - wikidata12k_both - [INFO] - [E:48| 900]: Train Loss:0.00099768, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:26:12,035 - wikidata12k_both - [INFO] - [E:48| 1000]: Train Loss:0.00099712, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:27:39,484 - wikidata12k_both - [INFO] - [E:48| 1100]: Train Loss:0.00099745, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:29:08,261 - wikidata12k_both - [INFO] - [E:48| 1200]: Train Loss:0.00099721, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:30:35,767 - wikidata12k_both - [INFO] - [E:48| 1300]: Train Loss:0.00099748, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:32:02,975 - wikidata12k_both - [INFO] - [E:48| 1400]: Train Loss:0.00099774, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:33:31,809 - wikidata12k_both - [INFO] - [E:48| 1500]: Train Loss:0.000998, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:34:59,147 - wikidata12k_both - [INFO] - [E:48| 1600]: Train Loss:0.00099785, Val MRR:0.42421, wikidata12k_both +2023-06-06 01:35:57,077 - wikidata12k_both - [INFO] - [Epoch:48]: Training Loss:0.0009981 + +2023-06-06 01:35:57,400 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 01:36:27,066 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 01:36:36,128 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 01:37:07,137 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 01:37:16,315 - wikidata12k_both - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.52359, Head : 0.33525, Avg : 0.42942 + +2023-06-06 01:37:17,661 - wikidata12k_both - [INFO] - [Epoch 48]: Training Loss: 0.00099806, Valid MRR: 0.42942, + + + +2023-06-06 01:37:18,545 - wikidata12k_both - [INFO] - [E:49| 0]: Train Loss:0.00097913, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:38:46,052 - wikidata12k_both - [INFO] - [E:49| 100]: Train Loss:0.00099427, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:40:14,695 - wikidata12k_both - [INFO] - [E:49| 200]: Train Loss:0.00099524, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:41:42,087 - wikidata12k_both - [INFO] - [E:49| 300]: Train Loss:0.00099428, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:43:09,293 - wikidata12k_both - [INFO] - [E:49| 400]: Train Loss:0.00099423, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:44:38,026 - wikidata12k_both - [INFO] - [E:49| 500]: Train Loss:0.00099436, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:46:05,186 - wikidata12k_both - [INFO] - [E:49| 600]: Train Loss:0.00099559, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:47:33,347 - wikidata12k_both - [INFO] - [E:49| 700]: Train Loss:0.00099549, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:49:01,678 - wikidata12k_both - [INFO] - [E:49| 800]: Train Loss:0.00099592, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:50:29,060 - wikidata12k_both - [INFO] - [E:49| 900]: Train Loss:0.00099627, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:51:57,373 - wikidata12k_both - [INFO] - [E:49| 1000]: Train Loss:0.00099636, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:53:24,994 - wikidata12k_both - [INFO] - [E:49| 1100]: Train Loss:0.00099628, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:54:52,126 - wikidata12k_both - [INFO] - [E:49| 1200]: Train Loss:0.00099655, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:56:20,514 - wikidata12k_both - [INFO] - [E:49| 1300]: Train Loss:0.00099666, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:57:47,926 - wikidata12k_both - [INFO] - [E:49| 1400]: Train Loss:0.00099625, Val MRR:0.42942, wikidata12k_both +2023-06-06 01:59:15,349 - wikidata12k_both - [INFO] - [E:49| 1500]: Train Loss:0.0009964, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:00:43,818 - wikidata12k_both - [INFO] - [E:49| 1600]: Train Loss:0.00099677, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:01:40,607 - wikidata12k_both - [INFO] - [Epoch:49]: Training Loss:0.0009969 + +2023-06-06 02:01:40,935 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 02:02:12,007 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 02:02:21,516 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 02:02:52,835 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 02:03:01,794 - wikidata12k_both - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.5176, Head : 0.33584, Avg : 0.42672 + MR: Tail : 480.28, Head : 445.89, Avg : 463.08 + Hit-1: Tail : 0.42318, Head : 0.23014, Avg : 0.32666 + Hit-3: Tail : 0.57156, Head : 0.38146, Avg : 0.47651 + Hit-10: Tail : 0.70054, Head : 0.55737, Avg : 0.62896 +2023-06-06 02:03:01,794 - wikidata12k_both - [INFO] - [Epoch 49]: Training Loss: 0.00099692, Valid MRR: 0.42942, + + + +2023-06-06 02:03:02,623 - wikidata12k_both - [INFO] - [E:50| 0]: Train Loss:0.0009943, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:04:30,390 - wikidata12k_both - [INFO] - [E:50| 100]: Train Loss:0.00099504, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:05:57,532 - wikidata12k_both - [INFO] - [E:50| 200]: Train Loss:0.00099314, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:07:26,101 - wikidata12k_both - [INFO] - [E:50| 300]: Train Loss:0.00099322, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:08:53,516 - wikidata12k_both - [INFO] - [E:50| 400]: Train Loss:0.00099405, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:10:20,967 - wikidata12k_both - [INFO] - [E:50| 500]: Train Loss:0.00099556, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:11:49,774 - wikidata12k_both - [INFO] - [E:50| 600]: Train Loss:0.0009961, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:13:17,372 - wikidata12k_both - [INFO] - [E:50| 700]: Train Loss:0.00099595, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:14:44,931 - wikidata12k_both - [INFO] - [E:50| 800]: Train Loss:0.00099547, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:16:13,594 - wikidata12k_both - [INFO] - [E:50| 900]: Train Loss:0.00099615, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:17:41,206 - wikidata12k_both - [INFO] - [E:50| 1000]: Train Loss:0.000996, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:19:09,033 - wikidata12k_both - [INFO] - [E:50| 1100]: Train Loss:0.00099604, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:20:37,760 - wikidata12k_both - [INFO] - [E:50| 1200]: Train Loss:0.00099618, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:22:05,318 - wikidata12k_both - [INFO] - [E:50| 1300]: Train Loss:0.0009964, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:23:32,970 - wikidata12k_both - [INFO] - [E:50| 1400]: Train Loss:0.00099641, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:25:01,722 - wikidata12k_both - [INFO] - [E:50| 1500]: Train Loss:0.00099622, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:26:29,331 - wikidata12k_both - [INFO] - [E:50| 1600]: Train Loss:0.00099626, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:27:27,294 - wikidata12k_both - [INFO] - [Epoch:50]: Training Loss:0.0009962 + +2023-06-06 02:27:27,625 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 02:27:56,873 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 02:28:06,252 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 02:28:37,343 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 02:28:46,561 - wikidata12k_both - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.51355, Head : 0.27153, Avg : 0.39254 + +2023-06-06 02:28:46,561 - wikidata12k_both - [INFO] - [Epoch 50]: Training Loss: 0.00099617, Valid MRR: 0.42942, + + + +2023-06-06 02:28:47,458 - wikidata12k_both - [INFO] - [E:51| 0]: Train Loss:0.00096828, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:30:15,114 - wikidata12k_both - [INFO] - [E:51| 100]: Train Loss:0.00099137, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:31:43,858 - wikidata12k_both - [INFO] - [E:51| 200]: Train Loss:0.00099227, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:33:11,572 - wikidata12k_both - [INFO] - [E:51| 300]: Train Loss:0.00099189, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:34:39,588 - wikidata12k_both - [INFO] - [E:51| 400]: Train Loss:0.00099267, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:36:08,254 - wikidata12k_both - [INFO] - [E:51| 500]: Train Loss:0.00099375, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:37:35,850 - wikidata12k_both - [INFO] - [E:51| 600]: Train Loss:0.00099369, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:39:03,319 - wikidata12k_both - [INFO] - [E:51| 700]: Train Loss:0.00099396, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:40:32,082 - wikidata12k_both - [INFO] - [E:51| 800]: Train Loss:0.00099407, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:41:59,661 - wikidata12k_both - [INFO] - [E:51| 900]: Train Loss:0.00099428, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:43:27,615 - wikidata12k_both - [INFO] - [E:51| 1000]: Train Loss:0.00099424, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:44:56,044 - wikidata12k_both - [INFO] - [E:51| 1100]: Train Loss:0.00099423, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:46:23,498 - wikidata12k_both - [INFO] - [E:51| 1200]: Train Loss:0.00099404, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:47:51,968 - wikidata12k_both - [INFO] - [E:51| 1300]: Train Loss:0.00099453, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:49:20,077 - wikidata12k_both - [INFO] - [E:51| 1400]: Train Loss:0.00099479, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:50:47,384 - wikidata12k_both - [INFO] - [E:51| 1500]: Train Loss:0.00099494, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:52:15,952 - wikidata12k_both - [INFO] - [E:51| 1600]: Train Loss:0.00099501, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:53:12,483 - wikidata12k_both - [INFO] - [Epoch:51]: Training Loss:0.0009953 + +2023-06-06 02:53:12,811 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 02:53:43,555 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 02:53:52,975 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 02:54:24,240 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 02:54:32,869 - wikidata12k_both - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.51383, Head : 0.32582, Avg : 0.41983 + +2023-06-06 02:54:32,870 - wikidata12k_both - [INFO] - [Epoch 51]: Training Loss: 0.00099528, Valid MRR: 0.42942, + + + +2023-06-06 02:54:33,693 - wikidata12k_both - [INFO] - [E:52| 0]: Train Loss:0.00095226, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:56:01,607 - wikidata12k_both - [INFO] - [E:52| 100]: Train Loss:0.00099819, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:57:29,096 - wikidata12k_both - [INFO] - [E:52| 200]: Train Loss:0.00099594, Val MRR:0.42942, wikidata12k_both +2023-06-06 02:58:57,449 - wikidata12k_both - [INFO] - [E:52| 300]: Train Loss:0.00099389, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:00:25,175 - wikidata12k_both - [INFO] - [E:52| 400]: Train Loss:0.00099291, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:01:52,698 - wikidata12k_both - [INFO] - [E:52| 500]: Train Loss:0.00099424, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:03:21,293 - wikidata12k_both - [INFO] - [E:52| 600]: Train Loss:0.00099413, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:04:48,891 - wikidata12k_both - [INFO] - [E:52| 700]: Train Loss:0.0009939, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:06:16,429 - wikidata12k_both - [INFO] - [E:52| 800]: Train Loss:0.00099423, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:07:44,889 - wikidata12k_both - [INFO] - [E:52| 900]: Train Loss:0.00099397, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:09:12,402 - wikidata12k_both - [INFO] - [E:52| 1000]: Train Loss:0.00099404, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:10:39,877 - wikidata12k_both - [INFO] - [E:52| 1100]: Train Loss:0.00099426, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:12:08,468 - wikidata12k_both - [INFO] - [E:52| 1200]: Train Loss:0.00099409, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:13:36,048 - wikidata12k_both - [INFO] - [E:52| 1300]: Train Loss:0.000994, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:15:03,587 - wikidata12k_both - [INFO] - [E:52| 1400]: Train Loss:0.0009941, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:16:32,418 - wikidata12k_both - [INFO] - [E:52| 1500]: Train Loss:0.00099421, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:17:59,967 - wikidata12k_both - [INFO] - [E:52| 1600]: Train Loss:0.0009942, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:18:57,980 - wikidata12k_both - [INFO] - [Epoch:52]: Training Loss:0.0009943 + +2023-06-06 03:18:58,305 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 03:19:27,610 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 03:19:36,961 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 03:20:08,046 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 03:20:17,228 - wikidata12k_both - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.51827, Head : 0.25683, Avg : 0.38755 + +2023-06-06 03:20:17,228 - wikidata12k_both - [INFO] - [Epoch 52]: Training Loss: 0.00099431, Valid MRR: 0.42942, + + + +2023-06-06 03:20:18,147 - wikidata12k_both - [INFO] - [E:53| 0]: Train Loss:0.00097597, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:21:45,835 - wikidata12k_both - [INFO] - [E:53| 100]: Train Loss:0.00098967, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:23:14,733 - wikidata12k_both - [INFO] - [E:53| 200]: Train Loss:0.00099091, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:24:42,253 - wikidata12k_both - [INFO] - [E:53| 300]: Train Loss:0.00099117, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:26:09,749 - wikidata12k_both - [INFO] - [E:53| 400]: Train Loss:0.00099149, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:27:38,568 - wikidata12k_both - [INFO] - [E:53| 500]: Train Loss:0.00099219, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:29:06,029 - wikidata12k_both - [INFO] - [E:53| 600]: Train Loss:0.00099226, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:30:33,668 - wikidata12k_both - [INFO] - [E:53| 700]: Train Loss:0.00099266, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:32:02,406 - wikidata12k_both - [INFO] - [E:53| 800]: Train Loss:0.00099297, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:33:29,910 - wikidata12k_both - [INFO] - [E:53| 900]: Train Loss:0.0009932, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:34:57,589 - wikidata12k_both - [INFO] - [E:53| 1000]: Train Loss:0.00099282, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:36:26,441 - wikidata12k_both - [INFO] - [E:53| 1100]: Train Loss:0.00099261, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:37:54,396 - wikidata12k_both - [INFO] - [E:53| 1200]: Train Loss:0.0009927, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:39:22,498 - wikidata12k_both - [INFO] - [E:53| 1300]: Train Loss:0.00099284, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:40:50,783 - wikidata12k_both - [INFO] - [E:53| 1400]: Train Loss:0.00099273, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:42:18,419 - wikidata12k_both - [INFO] - [E:53| 1500]: Train Loss:0.00099279, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:43:47,094 - wikidata12k_both - [INFO] - [E:53| 1600]: Train Loss:0.00099302, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:44:44,216 - wikidata12k_both - [INFO] - [Epoch:53]: Training Loss:0.0009932 + +2023-06-06 03:44:44,541 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 03:45:15,356 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 03:45:24,766 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 03:45:55,940 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 03:46:04,223 - wikidata12k_both - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.5154, Head : 0.30779, Avg : 0.4116 + +2023-06-06 03:46:04,224 - wikidata12k_both - [INFO] - [Epoch 53]: Training Loss: 0.00099321, Valid MRR: 0.42942, + + + +2023-06-06 03:46:05,046 - wikidata12k_both - [INFO] - [E:54| 0]: Train Loss:0.00097311, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:47:33,530 - wikidata12k_both - [INFO] - [E:54| 100]: Train Loss:0.00099037, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:49:01,274 - wikidata12k_both - [INFO] - [E:54| 200]: Train Loss:0.00098889, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:50:29,728 - wikidata12k_both - [INFO] - [E:54| 300]: Train Loss:0.00099021, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:51:57,855 - wikidata12k_both - [INFO] - [E:54| 400]: Train Loss:0.00099015, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:53:25,934 - wikidata12k_both - [INFO] - [E:54| 500]: Train Loss:0.00099013, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:54:54,465 - wikidata12k_both - [INFO] - [E:54| 600]: Train Loss:0.00099021, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:56:21,942 - wikidata12k_both - [INFO] - [E:54| 700]: Train Loss:0.00099125, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:57:49,455 - wikidata12k_both - [INFO] - [E:54| 800]: Train Loss:0.0009917, Val MRR:0.42942, wikidata12k_both +2023-06-06 03:59:18,018 - wikidata12k_both - [INFO] - [E:54| 900]: Train Loss:0.00099194, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:00:45,593 - wikidata12k_both - [INFO] - [E:54| 1000]: Train Loss:0.00099162, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:02:13,251 - wikidata12k_both - [INFO] - [E:54| 1100]: Train Loss:0.00099181, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:03:41,982 - wikidata12k_both - [INFO] - [E:54| 1200]: Train Loss:0.00099217, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:05:09,750 - wikidata12k_both - [INFO] - [E:54| 1300]: Train Loss:0.00099249, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:06:37,380 - wikidata12k_both - [INFO] - [E:54| 1400]: Train Loss:0.00099261, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:08:05,941 - wikidata12k_both - [INFO] - [E:54| 1500]: Train Loss:0.00099273, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:09:33,409 - wikidata12k_both - [INFO] - [E:54| 1600]: Train Loss:0.00099275, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:10:31,194 - wikidata12k_both - [INFO] - [Epoch:54]: Training Loss:0.0009925 + +2023-06-06 04:10:31,518 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 04:11:01,282 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 04:11:10,732 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 04:11:42,223 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 04:11:51,517 - wikidata12k_both - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.51759, Head : 0.28135, Avg : 0.39947 + +2023-06-06 04:11:51,517 - wikidata12k_both - [INFO] - [Epoch 54]: Training Loss: 0.00099253, Valid MRR: 0.42942, + + + +2023-06-06 04:11:52,434 - wikidata12k_both - [INFO] - [E:55| 0]: Train Loss:0.00098513, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:13:20,056 - wikidata12k_both - [INFO] - [E:55| 100]: Train Loss:0.00098689, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:14:48,665 - wikidata12k_both - [INFO] - [E:55| 200]: Train Loss:0.00098697, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:16:16,273 - wikidata12k_both - [INFO] - [E:55| 300]: Train Loss:0.00098888, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:17:43,906 - wikidata12k_both - [INFO] - [E:55| 400]: Train Loss:0.00098893, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:19:12,586 - wikidata12k_both - [INFO] - [E:55| 500]: Train Loss:0.00098927, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:20:39,924 - wikidata12k_both - [INFO] - [E:55| 600]: Train Loss:0.00098867, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:22:07,471 - wikidata12k_both - [INFO] - [E:55| 700]: Train Loss:0.00098921, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:23:36,054 - wikidata12k_both - [INFO] - [E:55| 800]: Train Loss:0.00099028, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:25:03,468 - wikidata12k_both - [INFO] - [E:55| 900]: Train Loss:0.00099047, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:26:30,913 - wikidata12k_both - [INFO] - [E:55| 1000]: Train Loss:0.00099085, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:27:59,378 - wikidata12k_both - [INFO] - [E:55| 1100]: Train Loss:0.00099102, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:29:26,962 - wikidata12k_both - [INFO] - [E:55| 1200]: Train Loss:0.00099103, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:30:54,471 - wikidata12k_both - [INFO] - [E:55| 1300]: Train Loss:0.0009909, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:32:22,985 - wikidata12k_both - [INFO] - [E:55| 1400]: Train Loss:0.00099146, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:33:50,517 - wikidata12k_both - [INFO] - [E:55| 1500]: Train Loss:0.00099168, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:35:18,199 - wikidata12k_both - [INFO] - [E:55| 1600]: Train Loss:0.00099161, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:36:16,079 - wikidata12k_both - [INFO] - [Epoch:55]: Training Loss:0.0009916 + +2023-06-06 04:36:16,404 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 04:36:47,427 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 04:36:56,899 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 04:37:27,159 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 04:37:36,429 - wikidata12k_both - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.51534, Head : 0.27421, Avg : 0.39478 + +2023-06-06 04:37:36,430 - wikidata12k_both - [INFO] - [Epoch 55]: Training Loss: 0.00099157, Valid MRR: 0.42942, + + + +2023-06-06 04:37:37,352 - wikidata12k_both - [INFO] - [E:56| 0]: Train Loss:0.00098993, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:39:05,959 - wikidata12k_both - [INFO] - [E:56| 100]: Train Loss:0.00098257, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:40:33,411 - wikidata12k_both - [INFO] - [E:56| 200]: Train Loss:0.00098581, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:42:00,970 - wikidata12k_both - [INFO] - [E:56| 300]: Train Loss:0.00098689, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:43:29,811 - wikidata12k_both - [INFO] - [E:56| 400]: Train Loss:0.00098843, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:44:57,403 - wikidata12k_both - [INFO] - [E:56| 500]: Train Loss:0.00098789, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:46:24,982 - wikidata12k_both - [INFO] - [E:56| 600]: Train Loss:0.00098885, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:47:53,723 - wikidata12k_both - [INFO] - [E:56| 700]: Train Loss:0.00098928, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:49:21,351 - wikidata12k_both - [INFO] - [E:56| 800]: Train Loss:0.00098926, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:50:49,136 - wikidata12k_both - [INFO] - [E:56| 900]: Train Loss:0.00098986, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:52:17,853 - wikidata12k_both - [INFO] - [E:56| 1000]: Train Loss:0.00098996, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:53:45,489 - wikidata12k_both - [INFO] - [E:56| 1100]: Train Loss:0.00099013, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:55:13,786 - wikidata12k_both - [INFO] - [E:56| 1200]: Train Loss:0.00099034, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:56:42,377 - wikidata12k_both - [INFO] - [E:56| 1300]: Train Loss:0.00098997, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:58:10,040 - wikidata12k_both - [INFO] - [E:56| 1400]: Train Loss:0.00099018, Val MRR:0.42942, wikidata12k_both +2023-06-06 04:59:38,396 - wikidata12k_both - [INFO] - [E:56| 1500]: Train Loss:0.00099032, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:01:05,473 - wikidata12k_both - [INFO] - [E:56| 1600]: Train Loss:0.00099049, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:01:48,040 - wikidata12k_both - [INFO] - [Epoch:56]: Training Loss:0.0009908 + +2023-06-06 05:01:48,263 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 05:02:10,336 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 05:02:17,066 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 05:02:39,354 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 05:02:45,936 - wikidata12k_both - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.51664, Head : 0.27825, Avg : 0.39744 + +2023-06-06 05:02:45,936 - wikidata12k_both - [INFO] - [Epoch 56]: Training Loss: 0.00099077, Valid MRR: 0.42942, + + + +2023-06-06 05:02:46,605 - wikidata12k_both - [INFO] - [E:57| 0]: Train Loss:0.00097082, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:03:51,789 - wikidata12k_both - [INFO] - [E:57| 100]: Train Loss:0.00098977, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:04:56,939 - wikidata12k_both - [INFO] - [E:57| 200]: Train Loss:0.00098541, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:06:02,143 - wikidata12k_both - [INFO] - [E:57| 300]: Train Loss:0.00098618, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:07:07,311 - wikidata12k_both - [INFO] - [E:57| 400]: Train Loss:0.00098601, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:08:12,519 - wikidata12k_both - [INFO] - [E:57| 500]: Train Loss:0.00098644, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:09:17,513 - wikidata12k_both - [INFO] - [E:57| 600]: Train Loss:0.00098717, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:10:22,385 - wikidata12k_both - [INFO] - [E:57| 700]: Train Loss:0.00098741, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:11:27,267 - wikidata12k_both - [INFO] - [E:57| 800]: Train Loss:0.00098791, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:12:32,360 - wikidata12k_both - [INFO] - [E:57| 900]: Train Loss:0.0009884, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:13:37,477 - wikidata12k_both - [INFO] - [E:57| 1000]: Train Loss:0.00098891, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:14:42,656 - wikidata12k_both - [INFO] - [E:57| 1100]: Train Loss:0.0009892, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:15:47,966 - wikidata12k_both - [INFO] - [E:57| 1200]: Train Loss:0.00098912, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:16:53,293 - wikidata12k_both - [INFO] - [E:57| 1300]: Train Loss:0.0009893, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:17:58,620 - wikidata12k_both - [INFO] - [E:57| 1400]: Train Loss:0.00098953, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:19:03,794 - wikidata12k_both - [INFO] - [E:57| 1500]: Train Loss:0.00098948, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:20:09,139 - wikidata12k_both - [INFO] - [E:57| 1600]: Train Loss:0.00098961, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:20:51,823 - wikidata12k_both - [INFO] - [Epoch:57]: Training Loss:0.0009897 + +2023-06-06 05:20:52,045 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 05:21:14,144 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 05:21:20,882 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 05:21:43,176 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 05:21:49,773 - wikidata12k_both - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.51698, Head : 0.31593, Avg : 0.41645 + +2023-06-06 05:21:49,773 - wikidata12k_both - [INFO] - [Epoch 57]: Training Loss: 0.00098966, Valid MRR: 0.42942, + + + +2023-06-06 05:21:50,438 - wikidata12k_both - [INFO] - [E:58| 0]: Train Loss:0.0010173, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:22:55,786 - wikidata12k_both - [INFO] - [E:58| 100]: Train Loss:0.0009875, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:24:01,022 - wikidata12k_both - [INFO] - [E:58| 200]: Train Loss:0.00098763, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:25:06,648 - wikidata12k_both - [INFO] - [E:58| 300]: Train Loss:0.00098726, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:26:12,420 - wikidata12k_both - [INFO] - [E:58| 400]: Train Loss:0.00098721, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:27:20,354 - wikidata12k_both - [INFO] - [E:58| 500]: Train Loss:0.00098776, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:28:52,359 - wikidata12k_both - [INFO] - [E:58| 600]: Train Loss:0.00098768, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:29:57,445 - wikidata12k_both - [INFO] - [E:58| 700]: Train Loss:0.00098783, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:31:02,599 - wikidata12k_both - [INFO] - [E:58| 800]: Train Loss:0.00098763, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:32:07,790 - wikidata12k_both - [INFO] - [E:58| 900]: Train Loss:0.00098748, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:33:13,009 - wikidata12k_both - [INFO] - [E:58| 1000]: Train Loss:0.00098726, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:34:18,189 - wikidata12k_both - [INFO] - [E:58| 1100]: Train Loss:0.00098761, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:35:23,398 - wikidata12k_both - [INFO] - [E:58| 1200]: Train Loss:0.00098794, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:36:28,738 - wikidata12k_both - [INFO] - [E:58| 1300]: Train Loss:0.00098811, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:37:34,058 - wikidata12k_both - [INFO] - [E:58| 1400]: Train Loss:0.00098842, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:38:39,294 - wikidata12k_both - [INFO] - [E:58| 1500]: Train Loss:0.00098859, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:39:44,451 - wikidata12k_both - [INFO] - [E:58| 1600]: Train Loss:0.00098865, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:40:26,885 - wikidata12k_both - [INFO] - [Epoch:58]: Training Loss:0.0009889 + +2023-06-06 05:40:27,107 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 05:40:49,039 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 05:40:55,747 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 05:41:17,916 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 05:41:24,454 - wikidata12k_both - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.51665, Head : 0.26925, Avg : 0.39295 + +2023-06-06 05:41:24,454 - wikidata12k_both - [INFO] - [Epoch 58]: Training Loss: 0.00098888, Valid MRR: 0.42942, + + + +2023-06-06 05:41:25,116 - wikidata12k_both - [INFO] - [E:59| 0]: Train Loss:0.001082, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:42:30,061 - wikidata12k_both - [INFO] - [E:59| 100]: Train Loss:0.00098633, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:43:35,268 - wikidata12k_both - [INFO] - [E:59| 200]: Train Loss:0.00098594, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:44:40,362 - wikidata12k_both - [INFO] - [E:59| 300]: Train Loss:0.00098654, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:45:45,666 - wikidata12k_both - [INFO] - [E:59| 400]: Train Loss:0.00098823, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:46:50,905 - wikidata12k_both - [INFO] - [E:59| 500]: Train Loss:0.00098859, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:47:56,129 - wikidata12k_both - [INFO] - [E:59| 600]: Train Loss:0.00098812, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:49:01,450 - wikidata12k_both - [INFO] - [E:59| 700]: Train Loss:0.00098783, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:50:06,763 - wikidata12k_both - [INFO] - [E:59| 800]: Train Loss:0.0009882, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:51:12,116 - wikidata12k_both - [INFO] - [E:59| 900]: Train Loss:0.0009886, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:52:17,377 - wikidata12k_both - [INFO] - [E:59| 1000]: Train Loss:0.00098879, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:53:22,834 - wikidata12k_both - [INFO] - [E:59| 1100]: Train Loss:0.00098898, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:54:28,062 - wikidata12k_both - [INFO] - [E:59| 1200]: Train Loss:0.00098894, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:55:33,549 - wikidata12k_both - [INFO] - [E:59| 1300]: Train Loss:0.00098877, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:56:39,384 - wikidata12k_both - [INFO] - [E:59| 1400]: Train Loss:0.00098888, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:57:44,909 - wikidata12k_both - [INFO] - [E:59| 1500]: Train Loss:0.00098893, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:58:50,033 - wikidata12k_both - [INFO] - [E:59| 1600]: Train Loss:0.00098862, Val MRR:0.42942, wikidata12k_both +2023-06-06 05:59:32,782 - wikidata12k_both - [INFO] - [Epoch:59]: Training Loss:0.0009886 + +2023-06-06 05:59:33,003 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 05:59:55,049 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 06:00:01,808 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 06:00:24,212 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 06:00:30,815 - wikidata12k_both - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.52517, Head : 0.27771, Avg : 0.40144 + MR: Tail : 487.9, Head : 476.11, Avg : 482.01 + Hit-1: Tail : 0.43485, Head : 0.16311, Avg : 0.29898 + Hit-3: Tail : 0.57365, Head : 0.32023, Avg : 0.44694 + Hit-10: Tail : 0.69552, Head : 0.53181, Avg : 0.61366 +2023-06-06 06:00:30,815 - wikidata12k_both - [INFO] - [Epoch 59]: Training Loss: 0.00098863, Valid MRR: 0.42942, + + + +2023-06-06 06:00:31,493 - wikidata12k_both - [INFO] - [E:60| 0]: Train Loss:0.00099101, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:01:37,181 - wikidata12k_both - [INFO] - [E:60| 100]: Train Loss:0.00098445, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:02:46,254 - wikidata12k_both - [INFO] - [E:60| 200]: Train Loss:0.00098437, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:03:51,565 - wikidata12k_both - [INFO] - [E:60| 300]: Train Loss:0.00098578, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:04:56,880 - wikidata12k_both - [INFO] - [E:60| 400]: Train Loss:0.00098584, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:06:02,136 - wikidata12k_both - [INFO] - [E:60| 500]: Train Loss:0.0009857, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:07:07,346 - wikidata12k_both - [INFO] - [E:60| 600]: Train Loss:0.00098588, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:08:12,652 - wikidata12k_both - [INFO] - [E:60| 700]: Train Loss:0.00098611, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:09:18,043 - wikidata12k_both - [INFO] - [E:60| 800]: Train Loss:0.00098613, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:10:23,366 - wikidata12k_both - [INFO] - [E:60| 900]: Train Loss:0.00098642, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:11:29,205 - wikidata12k_both - [INFO] - [E:60| 1000]: Train Loss:0.00098649, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:12:34,803 - wikidata12k_both - [INFO] - [E:60| 1100]: Train Loss:0.00098667, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:13:40,002 - wikidata12k_both - [INFO] - [E:60| 1200]: Train Loss:0.00098709, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:14:45,300 - wikidata12k_both - [INFO] - [E:60| 1300]: Train Loss:0.00098732, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:15:50,660 - wikidata12k_both - [INFO] - [E:60| 1400]: Train Loss:0.00098732, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:16:56,020 - wikidata12k_both - [INFO] - [E:60| 1500]: Train Loss:0.0009877, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:18:01,372 - wikidata12k_both - [INFO] - [E:60| 1600]: Train Loss:0.00098765, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:18:44,074 - wikidata12k_both - [INFO] - [Epoch:60]: Training Loss:0.0009875 + +2023-06-06 06:18:44,300 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 06:19:06,408 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 06:19:13,173 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 06:19:35,529 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 06:19:42,143 - wikidata12k_both - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.52299, Head : 0.30367, Avg : 0.41333 + +2023-06-06 06:19:42,143 - wikidata12k_both - [INFO] - [Epoch 60]: Training Loss: 0.00098754, Valid MRR: 0.42942, + + + +2023-06-06 06:19:42,807 - wikidata12k_both - [INFO] - [E:61| 0]: Train Loss:0.00099912, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:20:48,129 - wikidata12k_both - [INFO] - [E:61| 100]: Train Loss:0.00098855, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:21:53,443 - wikidata12k_both - [INFO] - [E:61| 200]: Train Loss:0.00098858, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:22:58,783 - wikidata12k_both - [INFO] - [E:61| 300]: Train Loss:0.00098719, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:24:04,236 - wikidata12k_both - [INFO] - [E:61| 400]: Train Loss:0.0009869, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:25:09,595 - wikidata12k_both - [INFO] - [E:61| 500]: Train Loss:0.00098635, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:26:15,256 - wikidata12k_both - [INFO] - [E:61| 600]: Train Loss:0.00098612, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:27:21,040 - wikidata12k_both - [INFO] - [E:61| 700]: Train Loss:0.00098624, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:28:26,222 - wikidata12k_both - [INFO] - [E:61| 800]: Train Loss:0.00098619, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:29:31,565 - wikidata12k_both - [INFO] - [E:61| 900]: Train Loss:0.00098636, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:30:36,880 - wikidata12k_both - [INFO] - [E:61| 1000]: Train Loss:0.00098633, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:31:42,222 - wikidata12k_both - [INFO] - [E:61| 1100]: Train Loss:0.00098632, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:32:47,517 - wikidata12k_both - [INFO] - [E:61| 1200]: Train Loss:0.00098629, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:33:52,843 - wikidata12k_both - [INFO] - [E:61| 1300]: Train Loss:0.00098627, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:34:58,192 - wikidata12k_both - [INFO] - [E:61| 1400]: Train Loss:0.00098628, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:36:03,624 - wikidata12k_both - [INFO] - [E:61| 1500]: Train Loss:0.00098647, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:37:08,925 - wikidata12k_both - [INFO] - [E:61| 1600]: Train Loss:0.00098667, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:37:51,595 - wikidata12k_both - [INFO] - [Epoch:61]: Training Loss:0.0009868 + +2023-06-06 06:37:51,820 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 06:38:13,953 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 06:38:20,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 06:38:43,076 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 06:38:49,675 - wikidata12k_both - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.51953, Head : 0.26379, Avg : 0.39166 + +2023-06-06 06:38:49,675 - wikidata12k_both - [INFO] - [Epoch 61]: Training Loss: 0.00098677, Valid MRR: 0.42942, + + + +2023-06-06 06:38:50,351 - wikidata12k_both - [INFO] - [E:62| 0]: Train Loss:0.00097144, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:39:55,729 - wikidata12k_both - [INFO] - [E:62| 100]: Train Loss:0.00098242, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:41:01,279 - wikidata12k_both - [INFO] - [E:62| 200]: Train Loss:0.00098214, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:42:07,137 - wikidata12k_both - [INFO] - [E:62| 300]: Train Loss:0.00098313, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:43:12,437 - wikidata12k_both - [INFO] - [E:62| 400]: Train Loss:0.00098377, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:44:17,704 - wikidata12k_both - [INFO] - [E:62| 500]: Train Loss:0.00098457, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:45:23,045 - wikidata12k_both - [INFO] - [E:62| 600]: Train Loss:0.00098473, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:46:28,343 - wikidata12k_both - [INFO] - [E:62| 700]: Train Loss:0.00098517, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:47:33,648 - wikidata12k_both - [INFO] - [E:62| 800]: Train Loss:0.00098506, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:48:38,902 - wikidata12k_both - [INFO] - [E:62| 900]: Train Loss:0.00098506, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:49:44,241 - wikidata12k_both - [INFO] - [E:62| 1000]: Train Loss:0.0009855, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:50:49,574 - wikidata12k_both - [INFO] - [E:62| 1100]: Train Loss:0.00098543, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:51:54,886 - wikidata12k_both - [INFO] - [E:62| 1200]: Train Loss:0.00098566, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:53:00,285 - wikidata12k_both - [INFO] - [E:62| 1300]: Train Loss:0.00098561, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:54:05,591 - wikidata12k_both - [INFO] - [E:62| 1400]: Train Loss:0.00098537, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:55:10,970 - wikidata12k_both - [INFO] - [E:62| 1500]: Train Loss:0.00098537, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:56:16,592 - wikidata12k_both - [INFO] - [E:62| 1600]: Train Loss:0.00098554, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:56:59,602 - wikidata12k_both - [INFO] - [Epoch:62]: Training Loss:0.0009854 + +2023-06-06 06:56:59,828 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 06:57:22,019 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 06:57:28,761 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 06:57:51,029 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 06:57:57,612 - wikidata12k_both - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.51674, Head : 0.2972, Avg : 0.40697 + +2023-06-06 06:57:57,613 - wikidata12k_both - [INFO] - [Epoch 62]: Training Loss: 0.00098545, Valid MRR: 0.42942, + + + +2023-06-06 06:57:58,275 - wikidata12k_both - [INFO] - [E:63| 0]: Train Loss:0.00098379, Val MRR:0.42942, wikidata12k_both +2023-06-06 06:59:03,512 - wikidata12k_both - [INFO] - [E:63| 100]: Train Loss:0.00098285, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:00:08,760 - wikidata12k_both - [INFO] - [E:63| 200]: Train Loss:0.00098159, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:01:13,956 - wikidata12k_both - [INFO] - [E:63| 300]: Train Loss:0.00098175, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:02:19,274 - wikidata12k_both - [INFO] - [E:63| 400]: Train Loss:0.00098302, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:03:24,499 - wikidata12k_both - [INFO] - [E:63| 500]: Train Loss:0.00098293, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:04:29,837 - wikidata12k_both - [INFO] - [E:63| 600]: Train Loss:0.00098269, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:05:35,098 - wikidata12k_both - [INFO] - [E:63| 700]: Train Loss:0.00098271, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:06:40,352 - wikidata12k_both - [INFO] - [E:63| 800]: Train Loss:0.00098341, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:07:45,638 - wikidata12k_both - [INFO] - [E:63| 900]: Train Loss:0.00098414, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:08:51,038 - wikidata12k_both - [INFO] - [E:63| 1000]: Train Loss:0.00098434, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:09:56,293 - wikidata12k_both - [INFO] - [E:63| 1100]: Train Loss:0.00098439, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:11:01,609 - wikidata12k_both - [INFO] - [E:63| 1200]: Train Loss:0.00098437, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:12:07,461 - wikidata12k_both - [INFO] - [E:63| 1300]: Train Loss:0.00098445, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:13:12,731 - wikidata12k_both - [INFO] - [E:63| 1400]: Train Loss:0.00098445, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:14:17,879 - wikidata12k_both - [INFO] - [E:63| 1500]: Train Loss:0.0009843, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:15:23,113 - wikidata12k_both - [INFO] - [E:63| 1600]: Train Loss:0.00098449, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:16:05,682 - wikidata12k_both - [INFO] - [Epoch:63]: Training Loss:0.0009848 + +2023-06-06 07:16:05,904 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 07:16:27,995 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 07:16:34,745 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 07:16:57,071 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 07:17:03,672 - wikidata12k_both - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.5138, Head : 0.24044, Avg : 0.37712 + +2023-06-06 07:17:03,672 - wikidata12k_both - [INFO] - [Epoch 63]: Training Loss: 0.00098476, Valid MRR: 0.42942, + + + +2023-06-06 07:17:04,360 - wikidata12k_both - [INFO] - [E:64| 0]: Train Loss:0.0009877, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:18:09,662 - wikidata12k_both - [INFO] - [E:64| 100]: Train Loss:0.00098564, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:19:14,930 - wikidata12k_both - [INFO] - [E:64| 200]: Train Loss:0.00098352, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:20:20,156 - wikidata12k_both - [INFO] - [E:64| 300]: Train Loss:0.00098398, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:21:25,306 - wikidata12k_both - [INFO] - [E:64| 400]: Train Loss:0.00098429, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:22:30,564 - wikidata12k_both - [INFO] - [E:64| 500]: Train Loss:0.0009839, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:23:35,860 - wikidata12k_both - [INFO] - [E:64| 600]: Train Loss:0.00098429, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:24:41,153 - wikidata12k_both - [INFO] - [E:64| 700]: Train Loss:0.00098358, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:25:46,365 - wikidata12k_both - [INFO] - [E:64| 800]: Train Loss:0.00098404, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:26:52,083 - wikidata12k_both - [INFO] - [E:64| 900]: Train Loss:0.00098382, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:27:57,523 - wikidata12k_both - [INFO] - [E:64| 1000]: Train Loss:0.00098402, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:29:02,656 - wikidata12k_both - [INFO] - [E:64| 1100]: Train Loss:0.00098372, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:30:07,878 - wikidata12k_both - [INFO] - [E:64| 1200]: Train Loss:0.00098402, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:31:13,036 - wikidata12k_both - [INFO] - [E:64| 1300]: Train Loss:0.00098405, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:32:18,204 - wikidata12k_both - [INFO] - [E:64| 1400]: Train Loss:0.00098395, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:33:23,497 - wikidata12k_both - [INFO] - [E:64| 1500]: Train Loss:0.00098418, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:34:28,756 - wikidata12k_both - [INFO] - [E:64| 1600]: Train Loss:0.00098451, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:35:11,443 - wikidata12k_both - [INFO] - [Epoch:64]: Training Loss:0.0009845 + +2023-06-06 07:35:11,669 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 07:35:33,708 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 07:35:40,451 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 07:36:02,742 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 07:36:09,338 - wikidata12k_both - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.51676, Head : 0.31194, Avg : 0.41435 + +2023-06-06 07:36:09,338 - wikidata12k_both - [INFO] - [Epoch 64]: Training Loss: 0.00098454, Valid MRR: 0.42942, + + + +2023-06-06 07:36:10,000 - wikidata12k_both - [INFO] - [E:65| 0]: Train Loss:0.00097875, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:37:15,224 - wikidata12k_both - [INFO] - [E:65| 100]: Train Loss:0.00098044, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:38:20,316 - wikidata12k_both - [INFO] - [E:65| 200]: Train Loss:0.00098197, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:39:25,498 - wikidata12k_both - [INFO] - [E:65| 300]: Train Loss:0.00098141, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:40:30,785 - wikidata12k_both - [INFO] - [E:65| 400]: Train Loss:0.00098197, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:41:36,389 - wikidata12k_both - [INFO] - [E:65| 500]: Train Loss:0.00098196, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:42:42,025 - wikidata12k_both - [INFO] - [E:65| 600]: Train Loss:0.00098186, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:43:47,238 - wikidata12k_both - [INFO] - [E:65| 700]: Train Loss:0.00098325, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:44:52,317 - wikidata12k_both - [INFO] - [E:65| 800]: Train Loss:0.00098353, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:45:57,526 - wikidata12k_both - [INFO] - [E:65| 900]: Train Loss:0.00098349, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:47:02,749 - wikidata12k_both - [INFO] - [E:65| 1000]: Train Loss:0.00098346, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:48:07,910 - wikidata12k_both - [INFO] - [E:65| 1100]: Train Loss:0.0009837, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:49:13,098 - wikidata12k_both - [INFO] - [E:65| 1200]: Train Loss:0.00098367, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:50:18,442 - wikidata12k_both - [INFO] - [E:65| 1300]: Train Loss:0.00098341, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:51:23,626 - wikidata12k_both - [INFO] - [E:65| 1400]: Train Loss:0.00098355, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:52:28,936 - wikidata12k_both - [INFO] - [E:65| 1500]: Train Loss:0.00098331, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:53:34,066 - wikidata12k_both - [INFO] - [E:65| 1600]: Train Loss:0.00098343, Val MRR:0.42942, wikidata12k_both +2023-06-06 07:54:16,742 - wikidata12k_both - [INFO] - [Epoch:65]: Training Loss:0.0009836 + +2023-06-06 07:54:16,964 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 07:54:39,016 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 07:54:45,761 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 07:55:08,093 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 07:55:14,689 - wikidata12k_both - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.52507, Head : 0.36291, Avg : 0.44399 + +2023-06-06 07:55:15,852 - wikidata12k_both - [INFO] - [Epoch 65]: Training Loss: 0.00098362, Valid MRR: 0.44399, + + + +2023-06-06 07:55:16,530 - wikidata12k_both - [INFO] - [E:66| 0]: Train Loss:0.00095231, Val MRR:0.44399, wikidata12k_both +2023-06-06 07:56:21,943 - wikidata12k_both - [INFO] - [E:66| 100]: Train Loss:0.00098038, Val MRR:0.44399, wikidata12k_both +2023-06-06 07:57:27,699 - wikidata12k_both - [INFO] - [E:66| 200]: Train Loss:0.00097986, Val MRR:0.44399, wikidata12k_both +2023-06-06 07:58:32,787 - wikidata12k_both - [INFO] - [E:66| 300]: Train Loss:0.00097992, Val MRR:0.44399, wikidata12k_both +2023-06-06 07:59:37,880 - wikidata12k_both - [INFO] - [E:66| 400]: Train Loss:0.00097998, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:00:43,087 - wikidata12k_both - [INFO] - [E:66| 500]: Train Loss:0.00098092, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:01:48,171 - wikidata12k_both - [INFO] - [E:66| 600]: Train Loss:0.00098083, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:02:53,305 - wikidata12k_both - [INFO] - [E:66| 700]: Train Loss:0.00098157, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:03:58,526 - wikidata12k_both - [INFO] - [E:66| 800]: Train Loss:0.0009815, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:05:03,739 - wikidata12k_both - [INFO] - [E:66| 900]: Train Loss:0.00098133, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:06:08,892 - wikidata12k_both - [INFO] - [E:66| 1000]: Train Loss:0.00098162, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:07:14,055 - wikidata12k_both - [INFO] - [E:66| 1100]: Train Loss:0.00098198, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:08:19,151 - wikidata12k_both - [INFO] - [E:66| 1200]: Train Loss:0.00098223, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:09:24,319 - wikidata12k_both - [INFO] - [E:66| 1300]: Train Loss:0.00098216, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:10:29,451 - wikidata12k_both - [INFO] - [E:66| 1400]: Train Loss:0.00098231, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:11:34,510 - wikidata12k_both - [INFO] - [E:66| 1500]: Train Loss:0.00098228, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:12:39,402 - wikidata12k_both - [INFO] - [E:66| 1600]: Train Loss:0.00098227, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:13:21,844 - wikidata12k_both - [INFO] - [Epoch:66]: Training Loss:0.0009824 + +2023-06-06 08:13:22,071 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 08:13:44,064 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 08:13:50,798 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 08:14:13,074 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 08:14:19,653 - wikidata12k_both - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.51663, Head : 0.29497, Avg : 0.4058 + +2023-06-06 08:14:19,654 - wikidata12k_both - [INFO] - [Epoch 66]: Training Loss: 0.00098244, Valid MRR: 0.44399, + + + +2023-06-06 08:14:20,317 - wikidata12k_both - [INFO] - [E:67| 0]: Train Loss:0.00095956, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:15:25,256 - wikidata12k_both - [INFO] - [E:67| 100]: Train Loss:0.00098309, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:16:30,465 - wikidata12k_both - [INFO] - [E:67| 200]: Train Loss:0.00098013, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:17:35,648 - wikidata12k_both - [INFO] - [E:67| 300]: Train Loss:0.0009809, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:18:40,793 - wikidata12k_both - [INFO] - [E:67| 400]: Train Loss:0.00098056, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:19:45,912 - wikidata12k_both - [INFO] - [E:67| 500]: Train Loss:0.00098085, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:20:51,178 - wikidata12k_both - [INFO] - [E:67| 600]: Train Loss:0.00098182, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:21:56,391 - wikidata12k_both - [INFO] - [E:67| 700]: Train Loss:0.00098182, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:23:01,552 - wikidata12k_both - [INFO] - [E:67| 800]: Train Loss:0.00098163, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:24:06,832 - wikidata12k_both - [INFO] - [E:67| 900]: Train Loss:0.00098192, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:25:12,015 - wikidata12k_both - [INFO] - [E:67| 1000]: Train Loss:0.00098157, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:26:17,265 - wikidata12k_both - [INFO] - [E:67| 1100]: Train Loss:0.00098162, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:27:22,847 - wikidata12k_both - [INFO] - [E:67| 1200]: Train Loss:0.00098169, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:28:28,476 - wikidata12k_both - [INFO] - [E:67| 1300]: Train Loss:0.0009817, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:29:33,555 - wikidata12k_both - [INFO] - [E:67| 1400]: Train Loss:0.00098178, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:30:38,771 - wikidata12k_both - [INFO] - [E:67| 1500]: Train Loss:0.0009817, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:31:43,791 - wikidata12k_both - [INFO] - [E:67| 1600]: Train Loss:0.00098183, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:32:26,392 - wikidata12k_both - [INFO] - [Epoch:67]: Training Loss:0.0009817 + +2023-06-06 08:32:26,613 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 08:32:48,635 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 08:32:55,380 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 08:33:17,647 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 08:33:24,248 - wikidata12k_both - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.51403, Head : 0.33622, Avg : 0.42513 + +2023-06-06 08:33:24,248 - wikidata12k_both - [INFO] - [Epoch 67]: Training Loss: 0.00098169, Valid MRR: 0.44399, + + + +2023-06-06 08:33:24,935 - wikidata12k_both - [INFO] - [E:68| 0]: Train Loss:0.000959, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:34:30,187 - wikidata12k_both - [INFO] - [E:68| 100]: Train Loss:0.00098019, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:35:35,449 - wikidata12k_both - [INFO] - [E:68| 200]: Train Loss:0.0009791, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:36:40,610 - wikidata12k_both - [INFO] - [E:68| 300]: Train Loss:0.00097876, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:37:45,751 - wikidata12k_both - [INFO] - [E:68| 400]: Train Loss:0.00097906, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:38:51,103 - wikidata12k_both - [INFO] - [E:68| 500]: Train Loss:0.00097815, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:39:56,298 - wikidata12k_both - [INFO] - [E:68| 600]: Train Loss:0.00097891, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:41:01,530 - wikidata12k_both - [INFO] - [E:68| 700]: Train Loss:0.00097926, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:42:06,909 - wikidata12k_both - [INFO] - [E:68| 800]: Train Loss:0.00097963, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:43:12,151 - wikidata12k_both - [INFO] - [E:68| 900]: Train Loss:0.00097963, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:44:17,001 - wikidata12k_both - [INFO] - [E:68| 1000]: Train Loss:0.00097971, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:45:22,070 - wikidata12k_both - [INFO] - [E:68| 1100]: Train Loss:0.0009799, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:46:27,238 - wikidata12k_both - [INFO] - [E:68| 1200]: Train Loss:0.00097999, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:47:32,304 - wikidata12k_both - [INFO] - [E:68| 1300]: Train Loss:0.00098049, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:48:37,513 - wikidata12k_both - [INFO] - [E:68| 1400]: Train Loss:0.00098085, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:49:42,730 - wikidata12k_both - [INFO] - [E:68| 1500]: Train Loss:0.00098074, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:50:48,019 - wikidata12k_both - [INFO] - [E:68| 1600]: Train Loss:0.00098099, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:51:30,596 - wikidata12k_both - [INFO] - [Epoch:68]: Training Loss:0.0009811 + +2023-06-06 08:51:30,817 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 08:51:52,886 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 08:51:59,627 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 08:52:21,910 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 08:52:28,490 - wikidata12k_both - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.51499, Head : 0.32144, Avg : 0.41822 + +2023-06-06 08:52:28,490 - wikidata12k_both - [INFO] - [Epoch 68]: Training Loss: 0.00098107, Valid MRR: 0.44399, + + + +2023-06-06 08:52:29,170 - wikidata12k_both - [INFO] - [E:69| 0]: Train Loss:0.00095412, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:53:34,424 - wikidata12k_both - [INFO] - [E:69| 100]: Train Loss:0.00097364, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:54:39,650 - wikidata12k_both - [INFO] - [E:69| 200]: Train Loss:0.00097678, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:55:44,841 - wikidata12k_both - [INFO] - [E:69| 300]: Train Loss:0.00097738, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:56:50,104 - wikidata12k_both - [INFO] - [E:69| 400]: Train Loss:0.00097922, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:57:55,631 - wikidata12k_both - [INFO] - [E:69| 500]: Train Loss:0.00097847, Val MRR:0.44399, wikidata12k_both +2023-06-06 08:59:01,249 - wikidata12k_both - [INFO] - [E:69| 600]: Train Loss:0.00097898, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:00:06,287 - wikidata12k_both - [INFO] - [E:69| 700]: Train Loss:0.00097887, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:01:11,370 - wikidata12k_both - [INFO] - [E:69| 800]: Train Loss:0.00097899, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:02:16,530 - wikidata12k_both - [INFO] - [E:69| 900]: Train Loss:0.00097936, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:03:21,650 - wikidata12k_both - [INFO] - [E:69| 1000]: Train Loss:0.00097974, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:04:26,821 - wikidata12k_both - [INFO] - [E:69| 1100]: Train Loss:0.00097956, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:05:31,998 - wikidata12k_both - [INFO] - [E:69| 1200]: Train Loss:0.00097951, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:06:37,097 - wikidata12k_both - [INFO] - [E:69| 1300]: Train Loss:0.00097961, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:07:42,279 - wikidata12k_both - [INFO] - [E:69| 1400]: Train Loss:0.00097998, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:08:47,435 - wikidata12k_both - [INFO] - [E:69| 1500]: Train Loss:0.00098007, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:09:52,593 - wikidata12k_both - [INFO] - [E:69| 1600]: Train Loss:0.00098011, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:10:35,237 - wikidata12k_both - [INFO] - [Epoch:69]: Training Loss:0.0009802 + +2023-06-06 09:10:35,460 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 09:10:57,518 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 09:11:04,262 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 09:11:26,558 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 09:11:33,142 - wikidata12k_both - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.51503, Head : 0.31519, Avg : 0.41511 + MR: Tail : 558.59, Head : 519.32, Avg : 538.96 + Hit-1: Tail : 0.42084, Head : 0.20363, Avg : 0.31223 + Hit-3: Tail : 0.56832, Head : 0.35877, Avg : 0.46355 + Hit-10: Tail : 0.68965, Head : 0.55923, Avg : 0.62444 +2023-06-06 09:11:33,143 - wikidata12k_both - [INFO] - [Epoch 69]: Training Loss: 0.00098019, Valid MRR: 0.44399, + + + +2023-06-06 09:11:33,811 - wikidata12k_both - [INFO] - [E:70| 0]: Train Loss:0.00099464, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:12:38,810 - wikidata12k_both - [INFO] - [E:70| 100]: Train Loss:0.00097879, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:13:43,690 - wikidata12k_both - [INFO] - [E:70| 200]: Train Loss:0.00097978, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:14:48,512 - wikidata12k_both - [INFO] - [E:70| 300]: Train Loss:0.00097872, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:15:53,608 - wikidata12k_both - [INFO] - [E:70| 400]: Train Loss:0.00097825, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:16:58,739 - wikidata12k_both - [INFO] - [E:70| 500]: Train Loss:0.00097727, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:18:03,825 - wikidata12k_both - [INFO] - [E:70| 600]: Train Loss:0.00097815, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:19:08,982 - wikidata12k_both - [INFO] - [E:70| 700]: Train Loss:0.0009785, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:20:14,227 - wikidata12k_both - [INFO] - [E:70| 800]: Train Loss:0.0009787, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:21:19,461 - wikidata12k_both - [INFO] - [E:70| 900]: Train Loss:0.00097835, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:22:24,734 - wikidata12k_both - [INFO] - [E:70| 1000]: Train Loss:0.00097913, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:23:29,919 - wikidata12k_both - [INFO] - [E:70| 1100]: Train Loss:0.00097966, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:24:35,143 - wikidata12k_both - [INFO] - [E:70| 1200]: Train Loss:0.0009795, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:25:40,464 - wikidata12k_both - [INFO] - [E:70| 1300]: Train Loss:0.00097962, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:26:45,733 - wikidata12k_both - [INFO] - [E:70| 1400]: Train Loss:0.0009798, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:27:50,972 - wikidata12k_both - [INFO] - [E:70| 1500]: Train Loss:0.00097964, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:28:56,667 - wikidata12k_both - [INFO] - [E:70| 1600]: Train Loss:0.00097979, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:29:39,653 - wikidata12k_both - [INFO] - [Epoch:70]: Training Loss:0.0009798 + +2023-06-06 09:29:39,877 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 09:30:01,919 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 09:30:08,656 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 09:30:30,954 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 09:30:37,524 - wikidata12k_both - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.51794, Head : 0.32229, Avg : 0.42012 + +2023-06-06 09:30:37,524 - wikidata12k_both - [INFO] - [Epoch 70]: Training Loss: 0.00097981, Valid MRR: 0.44399, + + + +2023-06-06 09:30:38,201 - wikidata12k_both - [INFO] - [E:71| 0]: Train Loss:0.00097809, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:31:43,310 - wikidata12k_both - [INFO] - [E:71| 100]: Train Loss:0.00097965, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:32:48,484 - wikidata12k_both - [INFO] - [E:71| 200]: Train Loss:0.00097798, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:33:53,628 - wikidata12k_both - [INFO] - [E:71| 300]: Train Loss:0.00097804, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:34:58,871 - wikidata12k_both - [INFO] - [E:71| 400]: Train Loss:0.00097727, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:36:03,987 - wikidata12k_both - [INFO] - [E:71| 500]: Train Loss:0.000977, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:37:09,249 - wikidata12k_both - [INFO] - [E:71| 600]: Train Loss:0.000977, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:38:14,458 - wikidata12k_both - [INFO] - [E:71| 700]: Train Loss:0.00097772, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:39:19,819 - wikidata12k_both - [INFO] - [E:71| 800]: Train Loss:0.00097839, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:40:25,131 - wikidata12k_both - [INFO] - [E:71| 900]: Train Loss:0.00097818, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:41:30,411 - wikidata12k_both - [INFO] - [E:71| 1000]: Train Loss:0.00097818, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:42:35,758 - wikidata12k_both - [INFO] - [E:71| 1100]: Train Loss:0.00097895, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:43:41,403 - wikidata12k_both - [INFO] - [E:71| 1200]: Train Loss:0.00097909, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:44:47,082 - wikidata12k_both - [INFO] - [E:71| 1300]: Train Loss:0.00097906, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:45:52,271 - wikidata12k_both - [INFO] - [E:71| 1400]: Train Loss:0.00097916, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:46:57,558 - wikidata12k_both - [INFO] - [E:71| 1500]: Train Loss:0.00097957, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:48:02,869 - wikidata12k_both - [INFO] - [E:71| 1600]: Train Loss:0.0009797, Val MRR:0.44399, wikidata12k_both +2023-06-06 09:48:45,549 - wikidata12k_both - [INFO] - [Epoch:71]: Training Loss:0.0009797 + +2023-06-06 09:48:45,774 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 09:49:07,840 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 09:49:14,577 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 09:49:36,896 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 09:49:43,488 - wikidata12k_both - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.51682, Head : 0.37699, Avg : 0.44691 + +2023-06-06 09:49:44,726 - wikidata12k_both - [INFO] - [Epoch 71]: Training Loss: 0.00097969, Valid MRR: 0.44691, + + + +2023-06-06 09:49:45,415 - wikidata12k_both - [INFO] - [E:72| 0]: Train Loss:0.00098784, Val MRR:0.44691, wikidata12k_both +2023-06-06 09:50:50,739 - wikidata12k_both - [INFO] - [E:72| 100]: Train Loss:0.00097678, Val MRR:0.44691, wikidata12k_both +2023-06-06 09:51:56,346 - wikidata12k_both - [INFO] - [E:72| 200]: Train Loss:0.00097733, Val MRR:0.44691, wikidata12k_both +2023-06-06 09:53:02,172 - wikidata12k_both - [INFO] - [E:72| 300]: Train Loss:0.00097767, Val MRR:0.44691, wikidata12k_both +2023-06-06 09:54:07,485 - wikidata12k_both - [INFO] - [E:72| 400]: Train Loss:0.0009775, Val MRR:0.44691, wikidata12k_both +2023-06-06 09:55:13,439 - wikidata12k_both - [INFO] - [E:72| 500]: Train Loss:0.00097714, Val MRR:0.44691, wikidata12k_both +2023-06-06 09:56:18,805 - wikidata12k_both - [INFO] - [E:72| 600]: Train Loss:0.00097719, Val MRR:0.44691, wikidata12k_both +2023-06-06 09:57:24,696 - wikidata12k_both - [INFO] - [E:72| 700]: Train Loss:0.00097764, Val MRR:0.44691, wikidata12k_both +2023-06-06 09:58:30,483 - wikidata12k_both - [INFO] - [E:72| 800]: Train Loss:0.00097758, Val MRR:0.44691, wikidata12k_both +2023-06-06 09:59:37,227 - wikidata12k_both - [INFO] - [E:72| 900]: Train Loss:0.00097767, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:00:42,968 - wikidata12k_both - [INFO] - [E:72| 1000]: Train Loss:0.00097772, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:01:48,226 - wikidata12k_both - [INFO] - [E:72| 1100]: Train Loss:0.00097827, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:02:53,523 - wikidata12k_both - [INFO] - [E:72| 1200]: Train Loss:0.00097845, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:03:58,793 - wikidata12k_both - [INFO] - [E:72| 1300]: Train Loss:0.00097838, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:05:03,990 - wikidata12k_both - [INFO] - [E:72| 1400]: Train Loss:0.00097836, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:06:09,276 - wikidata12k_both - [INFO] - [E:72| 1500]: Train Loss:0.00097812, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:07:14,564 - wikidata12k_both - [INFO] - [E:72| 1600]: Train Loss:0.00097826, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:07:57,259 - wikidata12k_both - [INFO] - [Epoch:72]: Training Loss:0.0009782 + +2023-06-06 10:07:57,481 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 10:08:19,559 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 10:08:26,319 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 10:08:48,640 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 10:08:55,227 - wikidata12k_both - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.51662, Head : 0.28589, Avg : 0.40126 + +2023-06-06 10:08:55,227 - wikidata12k_both - [INFO] - [Epoch 72]: Training Loss: 0.00097817, Valid MRR: 0.44691, + + + +2023-06-06 10:08:55,910 - wikidata12k_both - [INFO] - [E:73| 0]: Train Loss:0.00098976, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:10:01,184 - wikidata12k_both - [INFO] - [E:73| 100]: Train Loss:0.00097541, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:11:06,509 - wikidata12k_both - [INFO] - [E:73| 200]: Train Loss:0.0009761, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:12:11,894 - wikidata12k_both - [INFO] - [E:73| 300]: Train Loss:0.00097628, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:13:17,272 - wikidata12k_both - [INFO] - [E:73| 400]: Train Loss:0.000976, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:14:23,183 - wikidata12k_both - [INFO] - [E:73| 500]: Train Loss:0.00097702, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:15:28,532 - wikidata12k_both - [INFO] - [E:73| 600]: Train Loss:0.00097683, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:16:33,785 - wikidata12k_both - [INFO] - [E:73| 700]: Train Loss:0.00097666, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:17:39,045 - wikidata12k_both - [INFO] - [E:73| 800]: Train Loss:0.00097631, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:18:44,231 - wikidata12k_both - [INFO] - [E:73| 900]: Train Loss:0.00097645, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:19:49,487 - wikidata12k_both - [INFO] - [E:73| 1000]: Train Loss:0.00097629, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:20:54,798 - wikidata12k_both - [INFO] - [E:73| 1100]: Train Loss:0.00097649, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:22:00,157 - wikidata12k_both - [INFO] - [E:73| 1200]: Train Loss:0.0009765, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:23:05,509 - wikidata12k_both - [INFO] - [E:73| 1300]: Train Loss:0.00097667, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:24:10,853 - wikidata12k_both - [INFO] - [E:73| 1400]: Train Loss:0.00097697, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:25:16,187 - wikidata12k_both - [INFO] - [E:73| 1500]: Train Loss:0.00097703, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:26:21,559 - wikidata12k_both - [INFO] - [E:73| 1600]: Train Loss:0.00097726, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:27:04,267 - wikidata12k_both - [INFO] - [Epoch:73]: Training Loss:0.0009772 + +2023-06-06 10:27:04,495 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 10:27:26,575 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 10:27:33,334 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 10:27:55,660 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 10:28:02,254 - wikidata12k_both - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.51561, Head : 0.29164, Avg : 0.40362 + +2023-06-06 10:28:02,254 - wikidata12k_both - [INFO] - [Epoch 73]: Training Loss: 0.00097722, Valid MRR: 0.44691, + + + +2023-06-06 10:28:02,925 - wikidata12k_both - [INFO] - [E:74| 0]: Train Loss:0.0010889, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:29:08,713 - wikidata12k_both - [INFO] - [E:74| 100]: Train Loss:0.00097697, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:30:15,424 - wikidata12k_both - [INFO] - [E:74| 200]: Train Loss:0.00097608, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:31:19,798 - wikidata12k_both - [INFO] - [E:74| 300]: Train Loss:0.0009764, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:32:24,191 - wikidata12k_both - [INFO] - [E:74| 400]: Train Loss:0.00097625, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:33:29,073 - wikidata12k_both - [INFO] - [E:74| 500]: Train Loss:0.00097584, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:34:33,978 - wikidata12k_both - [INFO] - [E:74| 600]: Train Loss:0.00097631, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:35:38,991 - wikidata12k_both - [INFO] - [E:74| 700]: Train Loss:0.00097678, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:36:44,114 - wikidata12k_both - [INFO] - [E:74| 800]: Train Loss:0.00097707, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:37:49,302 - wikidata12k_both - [INFO] - [E:74| 900]: Train Loss:0.00097778, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:38:54,502 - wikidata12k_both - [INFO] - [E:74| 1000]: Train Loss:0.00097752, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:39:59,696 - wikidata12k_both - [INFO] - [E:74| 1100]: Train Loss:0.00097742, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:41:04,952 - wikidata12k_both - [INFO] - [E:74| 1200]: Train Loss:0.00097721, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:42:10,139 - wikidata12k_both - [INFO] - [E:74| 1300]: Train Loss:0.00097717, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:43:15,317 - wikidata12k_both - [INFO] - [E:74| 1400]: Train Loss:0.00097708, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:44:20,658 - wikidata12k_both - [INFO] - [E:74| 1500]: Train Loss:0.00097688, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:45:25,927 - wikidata12k_both - [INFO] - [E:74| 1600]: Train Loss:0.00097682, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:46:08,475 - wikidata12k_both - [INFO] - [Epoch:74]: Training Loss:0.0009768 + +2023-06-06 10:46:08,702 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 10:46:30,880 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 10:46:37,659 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 10:47:00,127 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 10:47:06,763 - wikidata12k_both - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.51558, Head : 0.27002, Avg : 0.3928 + +2023-06-06 10:47:06,763 - wikidata12k_both - [INFO] - [Epoch 74]: Training Loss: 0.00097679, Valid MRR: 0.44691, + + + +2023-06-06 10:47:07,447 - wikidata12k_both - [INFO] - [E:75| 0]: Train Loss:0.00094792, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:48:12,923 - wikidata12k_both - [INFO] - [E:75| 100]: Train Loss:0.00097024, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:49:18,172 - wikidata12k_both - [INFO] - [E:75| 200]: Train Loss:0.00097116, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:50:23,306 - wikidata12k_both - [INFO] - [E:75| 300]: Train Loss:0.0009726, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:51:28,511 - wikidata12k_both - [INFO] - [E:75| 400]: Train Loss:0.00097298, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:52:33,726 - wikidata12k_both - [INFO] - [E:75| 500]: Train Loss:0.0009743, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:53:38,930 - wikidata12k_both - [INFO] - [E:75| 600]: Train Loss:0.00097442, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:54:44,157 - wikidata12k_both - [INFO] - [E:75| 700]: Train Loss:0.00097522, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:55:49,340 - wikidata12k_both - [INFO] - [E:75| 800]: Train Loss:0.00097532, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:56:54,661 - wikidata12k_both - [INFO] - [E:75| 900]: Train Loss:0.00097555, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:57:59,942 - wikidata12k_both - [INFO] - [E:75| 1000]: Train Loss:0.00097557, Val MRR:0.44691, wikidata12k_both +2023-06-06 10:59:05,253 - wikidata12k_both - [INFO] - [E:75| 1100]: Train Loss:0.00097574, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:00:10,581 - wikidata12k_both - [INFO] - [E:75| 1200]: Train Loss:0.0009759, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:01:15,814 - wikidata12k_both - [INFO] - [E:75| 1300]: Train Loss:0.00097581, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:02:21,650 - wikidata12k_both - [INFO] - [E:75| 1400]: Train Loss:0.0009757, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:03:27,096 - wikidata12k_both - [INFO] - [E:75| 1500]: Train Loss:0.00097602, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:04:32,201 - wikidata12k_both - [INFO] - [E:75| 1600]: Train Loss:0.00097617, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:05:14,854 - wikidata12k_both - [INFO] - [Epoch:75]: Training Loss:0.0009762 + +2023-06-06 11:05:15,075 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 11:05:37,187 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 11:05:43,933 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 11:06:06,244 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 11:06:12,838 - wikidata12k_both - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.51764, Head : 0.31974, Avg : 0.41869 + +2023-06-06 11:06:12,839 - wikidata12k_both - [INFO] - [Epoch 75]: Training Loss: 0.00097623, Valid MRR: 0.44691, + + + +2023-06-06 11:06:13,528 - wikidata12k_both - [INFO] - [E:76| 0]: Train Loss:0.00094257, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:07:18,850 - wikidata12k_both - [INFO] - [E:76| 100]: Train Loss:0.00097048, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:08:24,145 - wikidata12k_both - [INFO] - [E:76| 200]: Train Loss:0.00097259, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:09:29,393 - wikidata12k_both - [INFO] - [E:76| 300]: Train Loss:0.00097256, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:10:34,698 - wikidata12k_both - [INFO] - [E:76| 400]: Train Loss:0.00097268, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:11:40,085 - wikidata12k_both - [INFO] - [E:76| 500]: Train Loss:0.00097348, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:12:45,284 - wikidata12k_both - [INFO] - [E:76| 600]: Train Loss:0.0009735, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:13:50,572 - wikidata12k_both - [INFO] - [E:76| 700]: Train Loss:0.00097373, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:14:55,790 - wikidata12k_both - [INFO] - [E:76| 800]: Train Loss:0.00097414, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:16:00,996 - wikidata12k_both - [INFO] - [E:76| 900]: Train Loss:0.00097479, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:17:06,649 - wikidata12k_both - [INFO] - [E:76| 1000]: Train Loss:0.00097498, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:18:12,267 - wikidata12k_both - [INFO] - [E:76| 1100]: Train Loss:0.00097509, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:19:17,418 - wikidata12k_both - [INFO] - [E:76| 1200]: Train Loss:0.00097509, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:20:22,570 - wikidata12k_both - [INFO] - [E:76| 1300]: Train Loss:0.0009751, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:21:27,711 - wikidata12k_both - [INFO] - [E:76| 1400]: Train Loss:0.00097512, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:22:32,882 - wikidata12k_both - [INFO] - [E:76| 1500]: Train Loss:0.00097519, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:23:38,091 - wikidata12k_both - [INFO] - [E:76| 1600]: Train Loss:0.00097564, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:24:20,679 - wikidata12k_both - [INFO] - [Epoch:76]: Training Loss:0.0009756 + +2023-06-06 11:24:20,901 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 11:24:42,932 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 11:24:49,662 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 11:25:11,934 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 11:25:18,512 - wikidata12k_both - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.50844, Head : 0.32502, Avg : 0.41673 + +2023-06-06 11:25:18,513 - wikidata12k_both - [INFO] - [Epoch 76]: Training Loss: 0.00097556, Valid MRR: 0.44691, + + + +2023-06-06 11:25:19,189 - wikidata12k_both - [INFO] - [E:77| 0]: Train Loss:0.00096298, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:26:24,345 - wikidata12k_both - [INFO] - [E:77| 100]: Train Loss:0.00096984, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:27:29,561 - wikidata12k_both - [INFO] - [E:77| 200]: Train Loss:0.00097274, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:28:34,739 - wikidata12k_both - [INFO] - [E:77| 300]: Train Loss:0.00097329, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:29:40,010 - wikidata12k_both - [INFO] - [E:77| 400]: Train Loss:0.00097227, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:30:45,213 - wikidata12k_both - [INFO] - [E:77| 500]: Train Loss:0.00097298, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:31:50,710 - wikidata12k_both - [INFO] - [E:77| 600]: Train Loss:0.00097322, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:32:56,333 - wikidata12k_both - [INFO] - [E:77| 700]: Train Loss:0.00097323, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:34:01,444 - wikidata12k_both - [INFO] - [E:77| 800]: Train Loss:0.00097321, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:35:06,655 - wikidata12k_both - [INFO] - [E:77| 900]: Train Loss:0.0009732, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:36:11,907 - wikidata12k_both - [INFO] - [E:77| 1000]: Train Loss:0.0009737, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:37:17,179 - wikidata12k_both - [INFO] - [E:77| 1100]: Train Loss:0.00097373, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:38:22,381 - wikidata12k_both - [INFO] - [E:77| 1200]: Train Loss:0.00097398, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:39:27,607 - wikidata12k_both - [INFO] - [E:77| 1300]: Train Loss:0.00097414, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:40:32,695 - wikidata12k_both - [INFO] - [E:77| 1400]: Train Loss:0.00097397, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:41:37,952 - wikidata12k_both - [INFO] - [E:77| 1500]: Train Loss:0.00097409, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:42:43,077 - wikidata12k_both - [INFO] - [E:77| 1600]: Train Loss:0.00097423, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:43:25,706 - wikidata12k_both - [INFO] - [Epoch:77]: Training Loss:0.0009741 + +2023-06-06 11:43:25,933 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 11:43:47,983 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 11:43:54,722 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 11:44:17,057 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 11:44:23,634 - wikidata12k_both - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.51411, Head : 0.29553, Avg : 0.40482 + +2023-06-06 11:44:23,635 - wikidata12k_both - [INFO] - [Epoch 77]: Training Loss: 0.00097415, Valid MRR: 0.44691, + + + +2023-06-06 11:44:24,307 - wikidata12k_both - [INFO] - [E:78| 0]: Train Loss:0.00094045, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:45:29,504 - wikidata12k_both - [INFO] - [E:78| 100]: Train Loss:0.00096823, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:46:34,729 - wikidata12k_both - [INFO] - [E:78| 200]: Train Loss:0.00096902, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:47:40,467 - wikidata12k_both - [INFO] - [E:78| 300]: Train Loss:0.00096964, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:48:45,751 - wikidata12k_both - [INFO] - [E:78| 400]: Train Loss:0.00097101, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:49:50,842 - wikidata12k_both - [INFO] - [E:78| 500]: Train Loss:0.00097177, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:50:55,974 - wikidata12k_both - [INFO] - [E:78| 600]: Train Loss:0.00097219, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:52:01,182 - wikidata12k_both - [INFO] - [E:78| 700]: Train Loss:0.00097231, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:53:06,409 - wikidata12k_both - [INFO] - [E:78| 800]: Train Loss:0.00097292, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:54:11,577 - wikidata12k_both - [INFO] - [E:78| 900]: Train Loss:0.00097317, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:55:16,638 - wikidata12k_both - [INFO] - [E:78| 1000]: Train Loss:0.00097335, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:56:21,758 - wikidata12k_both - [INFO] - [E:78| 1100]: Train Loss:0.00097352, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:57:26,920 - wikidata12k_both - [INFO] - [E:78| 1200]: Train Loss:0.00097353, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:58:32,203 - wikidata12k_both - [INFO] - [E:78| 1300]: Train Loss:0.00097412, Val MRR:0.44691, wikidata12k_both +2023-06-06 11:59:37,379 - wikidata12k_both - [INFO] - [E:78| 1400]: Train Loss:0.00097401, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:00:42,610 - wikidata12k_both - [INFO] - [E:78| 1500]: Train Loss:0.00097408, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:01:47,965 - wikidata12k_both - [INFO] - [E:78| 1600]: Train Loss:0.00097423, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:02:30,963 - wikidata12k_both - [INFO] - [Epoch:78]: Training Loss:0.0009742 + +2023-06-06 12:02:31,190 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 12:02:53,348 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 12:03:00,104 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 12:03:22,353 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 12:03:28,919 - wikidata12k_both - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.51572, Head : 0.33891, Avg : 0.42731 + +2023-06-06 12:03:28,919 - wikidata12k_both - [INFO] - [Epoch 78]: Training Loss: 0.00097421, Valid MRR: 0.44691, + + + +2023-06-06 12:03:29,595 - wikidata12k_both - [INFO] - [E:79| 0]: Train Loss:0.00094255, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:04:34,710 - wikidata12k_both - [INFO] - [E:79| 100]: Train Loss:0.00096717, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:05:39,835 - wikidata12k_both - [INFO] - [E:79| 200]: Train Loss:0.0009696, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:06:45,019 - wikidata12k_both - [INFO] - [E:79| 300]: Train Loss:0.00097041, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:07:50,182 - wikidata12k_both - [INFO] - [E:79| 400]: Train Loss:0.00097076, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:08:55,340 - wikidata12k_both - [INFO] - [E:79| 500]: Train Loss:0.00097099, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:10:00,535 - wikidata12k_both - [INFO] - [E:79| 600]: Train Loss:0.00097189, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:11:05,730 - wikidata12k_both - [INFO] - [E:79| 700]: Train Loss:0.00097232, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:12:10,951 - wikidata12k_both - [INFO] - [E:79| 800]: Train Loss:0.00097229, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:13:16,160 - wikidata12k_both - [INFO] - [E:79| 900]: Train Loss:0.00097274, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:14:21,377 - wikidata12k_both - [INFO] - [E:79| 1000]: Train Loss:0.00097296, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:15:26,611 - wikidata12k_both - [INFO] - [E:79| 1100]: Train Loss:0.00097278, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:16:31,765 - wikidata12k_both - [INFO] - [E:79| 1200]: Train Loss:0.00097279, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:17:37,549 - wikidata12k_both - [INFO] - [E:79| 1300]: Train Loss:0.00097278, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:18:42,931 - wikidata12k_both - [INFO] - [E:79| 1400]: Train Loss:0.00097326, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:19:48,049 - wikidata12k_both - [INFO] - [E:79| 1500]: Train Loss:0.00097333, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:20:53,203 - wikidata12k_both - [INFO] - [E:79| 1600]: Train Loss:0.00097334, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:21:35,703 - wikidata12k_both - [INFO] - [Epoch:79]: Training Loss:0.0009735 + +2023-06-06 12:21:35,923 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 12:21:57,960 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 12:22:04,697 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 12:22:26,986 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 12:22:33,579 - wikidata12k_both - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.51846, Head : 0.32657, Avg : 0.42251 + MR: Tail : 596.09, Head : 551.1, Avg : 573.6 + Hit-1: Tail : 0.42569, Head : 0.21057, Avg : 0.31813 + Hit-3: Tail : 0.57575, Head : 0.37392, Avg : 0.47483 + Hit-10: Tail : 0.68582, Head : 0.57479, Avg : 0.6303 +2023-06-06 12:22:33,579 - wikidata12k_both - [INFO] - [Epoch 79]: Training Loss: 0.00097346, Valid MRR: 0.44691, + + + +2023-06-06 12:22:34,256 - wikidata12k_both - [INFO] - [E:80| 0]: Train Loss:0.0010018, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:23:39,278 - wikidata12k_both - [INFO] - [E:80| 100]: Train Loss:0.00097311, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:24:44,502 - wikidata12k_both - [INFO] - [E:80| 200]: Train Loss:0.00097215, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:25:49,696 - wikidata12k_both - [INFO] - [E:80| 300]: Train Loss:0.00097153, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:26:54,864 - wikidata12k_both - [INFO] - [E:80| 400]: Train Loss:0.00097189, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:28:00,035 - wikidata12k_both - [INFO] - [E:80| 500]: Train Loss:0.00097186, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:29:05,294 - wikidata12k_both - [INFO] - [E:80| 600]: Train Loss:0.00097151, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:30:10,442 - wikidata12k_both - [INFO] - [E:80| 700]: Train Loss:0.00097182, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:31:15,671 - wikidata12k_both - [INFO] - [E:80| 800]: Train Loss:0.00097152, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:32:20,649 - wikidata12k_both - [INFO] - [E:80| 900]: Train Loss:0.000972, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:33:25,757 - wikidata12k_both - [INFO] - [E:80| 1000]: Train Loss:0.00097172, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:34:30,742 - wikidata12k_both - [INFO] - [E:80| 1100]: Train Loss:0.0009716, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:35:35,762 - wikidata12k_both - [INFO] - [E:80| 1200]: Train Loss:0.00097172, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:36:40,730 - wikidata12k_both - [INFO] - [E:80| 1300]: Train Loss:0.00097205, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:37:45,810 - wikidata12k_both - [INFO] - [E:80| 1400]: Train Loss:0.00097238, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:38:50,940 - wikidata12k_both - [INFO] - [E:80| 1500]: Train Loss:0.00097251, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:39:55,979 - wikidata12k_both - [INFO] - [E:80| 1600]: Train Loss:0.00097266, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:40:38,495 - wikidata12k_both - [INFO] - [Epoch:80]: Training Loss:0.0009726 + +2023-06-06 12:40:38,721 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 12:41:00,747 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 12:41:07,468 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 12:41:29,743 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 12:41:36,316 - wikidata12k_both - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.52004, Head : 0.34732, Avg : 0.43368 + +2023-06-06 12:41:36,316 - wikidata12k_both - [INFO] - [Epoch 80]: Training Loss: 0.0009726, Valid MRR: 0.44691, + + + +2023-06-06 12:41:36,986 - wikidata12k_both - [INFO] - [E:81| 0]: Train Loss:0.00096611, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:42:41,994 - wikidata12k_both - [INFO] - [E:81| 100]: Train Loss:0.00097189, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:43:47,054 - wikidata12k_both - [INFO] - [E:81| 200]: Train Loss:0.00097179, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:44:52,291 - wikidata12k_both - [INFO] - [E:81| 300]: Train Loss:0.00097035, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:45:57,449 - wikidata12k_both - [INFO] - [E:81| 400]: Train Loss:0.00096946, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:47:02,569 - wikidata12k_both - [INFO] - [E:81| 500]: Train Loss:0.00097091, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:48:07,982 - wikidata12k_both - [INFO] - [E:81| 600]: Train Loss:0.0009708, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:49:12,798 - wikidata12k_both - [INFO] - [E:81| 700]: Train Loss:0.00097083, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:50:17,640 - wikidata12k_both - [INFO] - [E:81| 800]: Train Loss:0.00097112, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:51:22,622 - wikidata12k_both - [INFO] - [E:81| 900]: Train Loss:0.00097155, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:52:27,554 - wikidata12k_both - [INFO] - [E:81| 1000]: Train Loss:0.00097163, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:53:32,523 - wikidata12k_both - [INFO] - [E:81| 1100]: Train Loss:0.00097185, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:54:37,587 - wikidata12k_both - [INFO] - [E:81| 1200]: Train Loss:0.00097204, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:55:42,779 - wikidata12k_both - [INFO] - [E:81| 1300]: Train Loss:0.00097228, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:56:47,935 - wikidata12k_both - [INFO] - [E:81| 1400]: Train Loss:0.00097218, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:57:53,104 - wikidata12k_both - [INFO] - [E:81| 1500]: Train Loss:0.00097209, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:58:58,274 - wikidata12k_both - [INFO] - [E:81| 1600]: Train Loss:0.00097193, Val MRR:0.44691, wikidata12k_both +2023-06-06 12:59:40,868 - wikidata12k_both - [INFO] - [Epoch:81]: Training Loss:0.0009721 + +2023-06-06 12:59:41,093 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 13:00:03,134 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 13:00:09,868 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 13:00:32,142 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 13:00:38,727 - wikidata12k_both - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.52152, Head : 0.3172, Avg : 0.41936 + +2023-06-06 13:00:38,727 - wikidata12k_both - [INFO] - [Epoch 81]: Training Loss: 0.00097206, Valid MRR: 0.44691, + + + +2023-06-06 13:00:39,399 - wikidata12k_both - [INFO] - [E:82| 0]: Train Loss:0.00097591, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:01:44,583 - wikidata12k_both - [INFO] - [E:82| 100]: Train Loss:0.00097144, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:02:49,902 - wikidata12k_both - [INFO] - [E:82| 200]: Train Loss:0.00096918, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:03:55,577 - wikidata12k_both - [INFO] - [E:82| 300]: Train Loss:0.00096904, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:05:00,622 - wikidata12k_both - [INFO] - [E:82| 400]: Train Loss:0.00096872, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:06:05,576 - wikidata12k_both - [INFO] - [E:82| 500]: Train Loss:0.00096953, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:07:10,642 - wikidata12k_both - [INFO] - [E:82| 600]: Train Loss:0.0009698, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:08:15,586 - wikidata12k_both - [INFO] - [E:82| 700]: Train Loss:0.00096967, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:09:20,642 - wikidata12k_both - [INFO] - [E:82| 800]: Train Loss:0.00096956, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:10:25,614 - wikidata12k_both - [INFO] - [E:82| 900]: Train Loss:0.00096996, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:11:30,567 - wikidata12k_both - [INFO] - [E:82| 1000]: Train Loss:0.00097042, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:12:35,570 - wikidata12k_both - [INFO] - [E:82| 1100]: Train Loss:0.00097065, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:13:40,603 - wikidata12k_both - [INFO] - [E:82| 1200]: Train Loss:0.00097068, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:14:45,651 - wikidata12k_both - [INFO] - [E:82| 1300]: Train Loss:0.00097056, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:15:50,625 - wikidata12k_both - [INFO] - [E:82| 1400]: Train Loss:0.00097104, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:16:55,655 - wikidata12k_both - [INFO] - [E:82| 1500]: Train Loss:0.00097129, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:18:00,556 - wikidata12k_both - [INFO] - [E:82| 1600]: Train Loss:0.00097111, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:18:42,914 - wikidata12k_both - [INFO] - [Epoch:82]: Training Loss:0.0009711 + +2023-06-06 13:18:43,136 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 13:19:05,006 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 13:19:11,705 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 13:19:33,905 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 13:19:40,536 - wikidata12k_both - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.51827, Head : 0.32748, Avg : 0.42287 + +2023-06-06 13:19:40,536 - wikidata12k_both - [INFO] - [Epoch 82]: Training Loss: 0.00097112, Valid MRR: 0.44691, + + + +2023-06-06 13:19:41,213 - wikidata12k_both - [INFO] - [E:83| 0]: Train Loss:0.00096187, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:20:46,191 - wikidata12k_both - [INFO] - [E:83| 100]: Train Loss:0.00096931, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:21:51,139 - wikidata12k_both - [INFO] - [E:83| 200]: Train Loss:0.00097213, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:22:56,258 - wikidata12k_both - [INFO] - [E:83| 300]: Train Loss:0.00097241, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:24:01,374 - wikidata12k_both - [INFO] - [E:83| 400]: Train Loss:0.00097166, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:25:06,582 - wikidata12k_both - [INFO] - [E:83| 500]: Train Loss:0.00097073, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:26:11,671 - wikidata12k_both - [INFO] - [E:83| 600]: Train Loss:0.00097095, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:27:16,682 - wikidata12k_both - [INFO] - [E:83| 700]: Train Loss:0.00097101, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:28:21,717 - wikidata12k_both - [INFO] - [E:83| 800]: Train Loss:0.00097122, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:29:26,786 - wikidata12k_both - [INFO] - [E:83| 900]: Train Loss:0.00097112, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:30:31,836 - wikidata12k_both - [INFO] - [E:83| 1000]: Train Loss:0.00097081, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:31:36,922 - wikidata12k_both - [INFO] - [E:83| 1100]: Train Loss:0.0009708, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:32:41,983 - wikidata12k_both - [INFO] - [E:83| 1200]: Train Loss:0.00097063, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:33:46,917 - wikidata12k_both - [INFO] - [E:83| 1300]: Train Loss:0.00097058, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:34:51,687 - wikidata12k_both - [INFO] - [E:83| 1400]: Train Loss:0.00097054, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:35:56,436 - wikidata12k_both - [INFO] - [E:83| 1500]: Train Loss:0.00097075, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:37:01,234 - wikidata12k_both - [INFO] - [E:83| 1600]: Train Loss:0.00097073, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:37:43,650 - wikidata12k_both - [INFO] - [Epoch:83]: Training Loss:0.0009707 + +2023-06-06 13:37:43,871 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 13:38:05,861 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 13:38:12,586 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 13:38:34,828 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 13:38:41,402 - wikidata12k_both - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.51899, Head : 0.3251, Avg : 0.42205 + +2023-06-06 13:38:41,403 - wikidata12k_both - [INFO] - [Epoch 83]: Training Loss: 0.00097071, Valid MRR: 0.44691, + + + +2023-06-06 13:38:42,069 - wikidata12k_both - [INFO] - [E:84| 0]: Train Loss:0.00095915, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:39:47,006 - wikidata12k_both - [INFO] - [E:84| 100]: Train Loss:0.00096487, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:40:52,037 - wikidata12k_both - [INFO] - [E:84| 200]: Train Loss:0.00096555, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:41:57,087 - wikidata12k_both - [INFO] - [E:84| 300]: Train Loss:0.00096588, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:43:02,055 - wikidata12k_both - [INFO] - [E:84| 400]: Train Loss:0.00096623, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:44:07,094 - wikidata12k_both - [INFO] - [E:84| 500]: Train Loss:0.00096667, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:45:12,249 - wikidata12k_both - [INFO] - [E:84| 600]: Train Loss:0.00096762, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:46:17,330 - wikidata12k_both - [INFO] - [E:84| 700]: Train Loss:0.0009682, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:47:22,463 - wikidata12k_both - [INFO] - [E:84| 800]: Train Loss:0.00096857, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:48:27,615 - wikidata12k_both - [INFO] - [E:84| 900]: Train Loss:0.00096879, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:49:33,208 - wikidata12k_both - [INFO] - [E:84| 1000]: Train Loss:0.00096849, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:50:38,697 - wikidata12k_both - [INFO] - [E:84| 1100]: Train Loss:0.00096881, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:51:43,663 - wikidata12k_both - [INFO] - [E:84| 1200]: Train Loss:0.00096903, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:52:48,721 - wikidata12k_both - [INFO] - [E:84| 1300]: Train Loss:0.00096896, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:53:58,938 - wikidata12k_both - [INFO] - [E:84| 1400]: Train Loss:0.00096925, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:55:18,027 - wikidata12k_both - [INFO] - [E:84| 1500]: Train Loss:0.00096955, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:56:31,247 - wikidata12k_both - [INFO] - [E:84| 1600]: Train Loss:0.00096977, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:57:13,739 - wikidata12k_both - [INFO] - [Epoch:84]: Training Loss:0.0009698 + +2023-06-06 13:57:13,961 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 13:57:35,940 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 13:57:42,665 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 13:58:04,923 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 13:58:11,481 - wikidata12k_both - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.51276, Head : 0.33927, Avg : 0.42601 + +2023-06-06 13:58:11,481 - wikidata12k_both - [INFO] - [Epoch 84]: Training Loss: 0.00096985, Valid MRR: 0.44691, + + + +2023-06-06 13:58:12,146 - wikidata12k_both - [INFO] - [E:85| 0]: Train Loss:0.0009481, Val MRR:0.44691, wikidata12k_both +2023-06-06 13:59:17,115 - wikidata12k_both - [INFO] - [E:85| 100]: Train Loss:0.00096716, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:00:22,217 - wikidata12k_both - [INFO] - [E:85| 200]: Train Loss:0.00096739, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:01:27,251 - wikidata12k_both - [INFO] - [E:85| 300]: Train Loss:0.00096814, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:02:32,282 - wikidata12k_both - [INFO] - [E:85| 400]: Train Loss:0.00096789, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:03:37,249 - wikidata12k_both - [INFO] - [E:85| 500]: Train Loss:0.00096763, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:04:41,987 - wikidata12k_both - [INFO] - [E:85| 600]: Train Loss:0.00096734, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:05:46,606 - wikidata12k_both - [INFO] - [E:85| 700]: Train Loss:0.00096743, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:06:51,445 - wikidata12k_both - [INFO] - [E:85| 800]: Train Loss:0.00096794, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:07:56,341 - wikidata12k_both - [INFO] - [E:85| 900]: Train Loss:0.00096796, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:09:01,283 - wikidata12k_both - [INFO] - [E:85| 1000]: Train Loss:0.00096826, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:10:06,200 - wikidata12k_both - [INFO] - [E:85| 1100]: Train Loss:0.0009687, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:11:11,200 - wikidata12k_both - [INFO] - [E:85| 1200]: Train Loss:0.00096924, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:12:16,228 - wikidata12k_both - [INFO] - [E:85| 1300]: Train Loss:0.00096936, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:13:21,253 - wikidata12k_both - [INFO] - [E:85| 1400]: Train Loss:0.00096923, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:14:26,299 - wikidata12k_both - [INFO] - [E:85| 1500]: Train Loss:0.00096933, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:15:31,384 - wikidata12k_both - [INFO] - [E:85| 1600]: Train Loss:0.00096924, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:16:13,879 - wikidata12k_both - [INFO] - [Epoch:85]: Training Loss:0.0009691 + +2023-06-06 14:16:14,102 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 14:16:36,107 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 14:16:42,833 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 14:17:05,085 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 14:17:11,665 - wikidata12k_both - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.51779, Head : 0.36088, Avg : 0.43933 + +2023-06-06 14:17:11,666 - wikidata12k_both - [INFO] - [Epoch 85]: Training Loss: 0.00096914, Valid MRR: 0.44691, + + + +2023-06-06 14:17:12,342 - wikidata12k_both - [INFO] - [E:86| 0]: Train Loss:0.0010101, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:18:17,456 - wikidata12k_both - [INFO] - [E:86| 100]: Train Loss:0.00096669, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:19:22,579 - wikidata12k_both - [INFO] - [E:86| 200]: Train Loss:0.00096535, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:20:27,432 - wikidata12k_both - [INFO] - [E:86| 300]: Train Loss:0.00096601, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:21:32,151 - wikidata12k_both - [INFO] - [E:86| 400]: Train Loss:0.00096642, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:22:36,946 - wikidata12k_both - [INFO] - [E:86| 500]: Train Loss:0.00096672, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:23:41,951 - wikidata12k_both - [INFO] - [E:86| 600]: Train Loss:0.00096713, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:24:46,993 - wikidata12k_both - [INFO] - [E:86| 700]: Train Loss:0.00096736, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:25:52,149 - wikidata12k_both - [INFO] - [E:86| 800]: Train Loss:0.00096728, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:26:57,208 - wikidata12k_both - [INFO] - [E:86| 900]: Train Loss:0.00096763, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:28:02,323 - wikidata12k_both - [INFO] - [E:86| 1000]: Train Loss:0.0009678, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:29:07,461 - wikidata12k_both - [INFO] - [E:86| 1100]: Train Loss:0.00096805, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:30:12,660 - wikidata12k_both - [INFO] - [E:86| 1200]: Train Loss:0.00096773, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:31:17,815 - wikidata12k_both - [INFO] - [E:86| 1300]: Train Loss:0.00096768, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:32:23,023 - wikidata12k_both - [INFO] - [E:86| 1400]: Train Loss:0.00096844, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:33:28,130 - wikidata12k_both - [INFO] - [E:86| 1500]: Train Loss:0.00096872, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:34:33,205 - wikidata12k_both - [INFO] - [E:86| 1600]: Train Loss:0.00096874, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:35:15,741 - wikidata12k_both - [INFO] - [Epoch:86]: Training Loss:0.0009689 + +2023-06-06 14:35:15,963 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 14:35:37,992 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 14:35:44,721 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 14:36:06,898 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 14:36:13,437 - wikidata12k_both - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.50701, Head : 0.33365, Avg : 0.42033 + +2023-06-06 14:36:13,437 - wikidata12k_both - [INFO] - [Epoch 86]: Training Loss: 0.00096888, Valid MRR: 0.44691, + + + +2023-06-06 14:36:14,098 - wikidata12k_both - [INFO] - [E:87| 0]: Train Loss:0.00095664, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:37:18,891 - wikidata12k_both - [INFO] - [E:87| 100]: Train Loss:0.00096823, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:38:23,681 - wikidata12k_both - [INFO] - [E:87| 200]: Train Loss:0.0009657, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:39:28,660 - wikidata12k_both - [INFO] - [E:87| 300]: Train Loss:0.00096524, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:40:33,581 - wikidata12k_both - [INFO] - [E:87| 400]: Train Loss:0.00096588, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:41:38,588 - wikidata12k_both - [INFO] - [E:87| 500]: Train Loss:0.00096563, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:42:43,543 - wikidata12k_both - [INFO] - [E:87| 600]: Train Loss:0.00096579, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:43:48,649 - wikidata12k_both - [INFO] - [E:87| 700]: Train Loss:0.0009658, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:44:53,727 - wikidata12k_both - [INFO] - [E:87| 800]: Train Loss:0.00096649, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:45:58,814 - wikidata12k_both - [INFO] - [E:87| 900]: Train Loss:0.00096668, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:47:03,977 - wikidata12k_both - [INFO] - [E:87| 1000]: Train Loss:0.00096717, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:48:09,091 - wikidata12k_both - [INFO] - [E:87| 1100]: Train Loss:0.00096729, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:49:14,209 - wikidata12k_both - [INFO] - [E:87| 1200]: Train Loss:0.00096787, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:50:19,367 - wikidata12k_both - [INFO] - [E:87| 1300]: Train Loss:0.0009679, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:51:24,519 - wikidata12k_both - [INFO] - [E:87| 1400]: Train Loss:0.00096783, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:52:29,420 - wikidata12k_both - [INFO] - [E:87| 1500]: Train Loss:0.00096789, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:53:34,254 - wikidata12k_both - [INFO] - [E:87| 1600]: Train Loss:0.00096809, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:54:16,823 - wikidata12k_both - [INFO] - [Epoch:87]: Training Loss:0.0009683 + +2023-06-06 14:54:17,051 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 14:54:39,091 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 14:54:45,828 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 14:55:08,134 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 14:55:14,722 - wikidata12k_both - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.51861, Head : 0.33596, Avg : 0.42728 + +2023-06-06 14:55:14,722 - wikidata12k_both - [INFO] - [Epoch 87]: Training Loss: 0.00096826, Valid MRR: 0.44691, + + + +2023-06-06 14:55:15,387 - wikidata12k_both - [INFO] - [E:88| 0]: Train Loss:0.0009448, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:56:20,588 - wikidata12k_both - [INFO] - [E:88| 100]: Train Loss:0.00096604, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:57:25,767 - wikidata12k_both - [INFO] - [E:88| 200]: Train Loss:0.00096519, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:58:31,041 - wikidata12k_both - [INFO] - [E:88| 300]: Train Loss:0.00096499, Val MRR:0.44691, wikidata12k_both +2023-06-06 14:59:37,253 - wikidata12k_both - [INFO] - [E:88| 400]: Train Loss:0.00096439, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:00:42,367 - wikidata12k_both - [INFO] - [E:88| 500]: Train Loss:0.00096518, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:01:47,635 - wikidata12k_both - [INFO] - [E:88| 600]: Train Loss:0.00096538, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:02:52,956 - wikidata12k_both - [INFO] - [E:88| 700]: Train Loss:0.00096641, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:03:58,214 - wikidata12k_both - [INFO] - [E:88| 800]: Train Loss:0.0009666, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:05:03,469 - wikidata12k_both - [INFO] - [E:88| 900]: Train Loss:0.00096667, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:06:08,739 - wikidata12k_both - [INFO] - [E:88| 1000]: Train Loss:0.00096677, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:07:13,995 - wikidata12k_both - [INFO] - [E:88| 1100]: Train Loss:0.00096694, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:08:19,734 - wikidata12k_both - [INFO] - [E:88| 1200]: Train Loss:0.0009671, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:09:25,159 - wikidata12k_both - [INFO] - [E:88| 1300]: Train Loss:0.00096708, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:10:30,364 - wikidata12k_both - [INFO] - [E:88| 1400]: Train Loss:0.00096731, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:11:35,528 - wikidata12k_both - [INFO] - [E:88| 1500]: Train Loss:0.00096739, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:12:40,739 - wikidata12k_both - [INFO] - [E:88| 1600]: Train Loss:0.00096756, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:13:23,266 - wikidata12k_both - [INFO] - [Epoch:88]: Training Loss:0.0009677 + +2023-06-06 15:13:23,487 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 15:13:45,540 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 15:13:52,291 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 15:14:14,596 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 15:14:21,177 - wikidata12k_both - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.5124, Head : 0.33905, Avg : 0.42573 + +2023-06-06 15:14:21,177 - wikidata12k_both - [INFO] - [Epoch 88]: Training Loss: 0.00096765, Valid MRR: 0.44691, + + + +2023-06-06 15:14:21,844 - wikidata12k_both - [INFO] - [E:89| 0]: Train Loss:0.0010121, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:15:27,021 - wikidata12k_both - [INFO] - [E:89| 100]: Train Loss:0.00096597, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:16:32,109 - wikidata12k_both - [INFO] - [E:89| 200]: Train Loss:0.00096666, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:17:37,238 - wikidata12k_both - [INFO] - [E:89| 300]: Train Loss:0.00096738, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:18:42,338 - wikidata12k_both - [INFO] - [E:89| 400]: Train Loss:0.0009667, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:19:47,386 - wikidata12k_both - [INFO] - [E:89| 500]: Train Loss:0.00096704, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:20:52,369 - wikidata12k_both - [INFO] - [E:89| 600]: Train Loss:0.00096748, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:21:57,496 - wikidata12k_both - [INFO] - [E:89| 700]: Train Loss:0.00096727, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:23:02,888 - wikidata12k_both - [INFO] - [E:89| 800]: Train Loss:0.00096735, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:24:08,340 - wikidata12k_both - [INFO] - [E:89| 900]: Train Loss:0.00096746, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:25:13,258 - wikidata12k_both - [INFO] - [E:89| 1000]: Train Loss:0.00096743, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:26:18,259 - wikidata12k_both - [INFO] - [E:89| 1100]: Train Loss:0.00096768, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:27:23,219 - wikidata12k_both - [INFO] - [E:89| 1200]: Train Loss:0.00096748, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:28:28,220 - wikidata12k_both - [INFO] - [E:89| 1300]: Train Loss:0.00096758, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:29:33,228 - wikidata12k_both - [INFO] - [E:89| 1400]: Train Loss:0.00096749, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:30:38,110 - wikidata12k_both - [INFO] - [E:89| 1500]: Train Loss:0.00096727, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:31:43,022 - wikidata12k_both - [INFO] - [E:89| 1600]: Train Loss:0.00096752, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:32:25,492 - wikidata12k_both - [INFO] - [Epoch:89]: Training Loss:0.0009673 + +2023-06-06 15:32:25,713 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 15:32:47,704 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 15:32:54,424 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 15:33:16,638 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 15:33:23,201 - wikidata12k_both - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.51445, Head : 0.34676, Avg : 0.43061 + MR: Tail : 642.42, Head : 598.97, Avg : 620.7 + Hit-1: Tail : 0.42228, Head : 0.24104, Avg : 0.33166 + Hit-3: Tail : 0.56755, Head : 0.39157, Avg : 0.47956 + Hit-10: Tail : 0.679, Head : 0.56126, Avg : 0.62013 +2023-06-06 15:33:23,202 - wikidata12k_both - [INFO] - [Epoch 89]: Training Loss: 0.00096731, Valid MRR: 0.44691, + + + +2023-06-06 15:33:23,868 - wikidata12k_both - [INFO] - [E:90| 0]: Train Loss:0.0009556, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:34:28,806 - wikidata12k_both - [INFO] - [E:90| 100]: Train Loss:0.00096631, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:35:33,810 - wikidata12k_both - [INFO] - [E:90| 200]: Train Loss:0.00096551, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:36:38,816 - wikidata12k_both - [INFO] - [E:90| 300]: Train Loss:0.00096472, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:37:43,615 - wikidata12k_both - [INFO] - [E:90| 400]: Train Loss:0.00096496, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:38:48,279 - wikidata12k_both - [INFO] - [E:90| 500]: Train Loss:0.00096585, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:39:52,945 - wikidata12k_both - [INFO] - [E:90| 600]: Train Loss:0.00096578, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:40:57,772 - wikidata12k_both - [INFO] - [E:90| 700]: Train Loss:0.00096536, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:42:02,670 - wikidata12k_both - [INFO] - [E:90| 800]: Train Loss:0.00096535, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:43:07,498 - wikidata12k_both - [INFO] - [E:90| 900]: Train Loss:0.0009658, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:44:12,335 - wikidata12k_both - [INFO] - [E:90| 1000]: Train Loss:0.00096562, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:45:17,241 - wikidata12k_both - [INFO] - [E:90| 1100]: Train Loss:0.00096542, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:46:22,165 - wikidata12k_both - [INFO] - [E:90| 1200]: Train Loss:0.00096583, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:47:27,140 - wikidata12k_both - [INFO] - [E:90| 1300]: Train Loss:0.00096599, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:48:32,056 - wikidata12k_both - [INFO] - [E:90| 1400]: Train Loss:0.00096618, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:49:37,029 - wikidata12k_both - [INFO] - [E:90| 1500]: Train Loss:0.00096612, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:50:41,931 - wikidata12k_both - [INFO] - [E:90| 1600]: Train Loss:0.00096617, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:51:24,288 - wikidata12k_both - [INFO] - [Epoch:90]: Training Loss:0.0009661 + +2023-06-06 15:51:24,511 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 15:51:46,472 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 15:51:53,193 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 15:52:15,380 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 15:52:21,945 - wikidata12k_both - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.51583, Head : 0.35353, Avg : 0.43468 + +2023-06-06 15:52:21,945 - wikidata12k_both - [INFO] - [Epoch 90]: Training Loss: 0.00096614, Valid MRR: 0.44691, + + + +2023-06-06 15:52:22,606 - wikidata12k_both - [INFO] - [E:91| 0]: Train Loss:0.00096471, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:53:27,428 - wikidata12k_both - [INFO] - [E:91| 100]: Train Loss:0.00096463, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:54:32,040 - wikidata12k_both - [INFO] - [E:91| 200]: Train Loss:0.0009659, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:55:36,751 - wikidata12k_both - [INFO] - [E:91| 300]: Train Loss:0.00096476, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:56:41,631 - wikidata12k_both - [INFO] - [E:91| 400]: Train Loss:0.0009647, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:57:46,551 - wikidata12k_both - [INFO] - [E:91| 500]: Train Loss:0.00096473, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:58:51,499 - wikidata12k_both - [INFO] - [E:91| 600]: Train Loss:0.00096507, Val MRR:0.44691, wikidata12k_both +2023-06-06 15:59:56,363 - wikidata12k_both - [INFO] - [E:91| 700]: Train Loss:0.00096522, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:01:01,407 - wikidata12k_both - [INFO] - [E:91| 800]: Train Loss:0.00096531, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:02:06,386 - wikidata12k_both - [INFO] - [E:91| 900]: Train Loss:0.00096524, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:03:11,467 - wikidata12k_both - [INFO] - [E:91| 1000]: Train Loss:0.00096543, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:04:16,498 - wikidata12k_both - [INFO] - [E:91| 1100]: Train Loss:0.00096527, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:05:21,583 - wikidata12k_both - [INFO] - [E:91| 1200]: Train Loss:0.0009652, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:06:26,606 - wikidata12k_both - [INFO] - [E:91| 1300]: Train Loss:0.00096531, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:07:31,664 - wikidata12k_both - [INFO] - [E:91| 1400]: Train Loss:0.0009657, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:08:36,698 - wikidata12k_both - [INFO] - [E:91| 1500]: Train Loss:0.0009657, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:09:42,192 - wikidata12k_both - [INFO] - [E:91| 1600]: Train Loss:0.00096576, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:10:25,020 - wikidata12k_both - [INFO] - [Epoch:91]: Training Loss:0.0009658 + +2023-06-06 16:10:25,245 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 16:10:47,220 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 16:10:53,933 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 16:11:16,138 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 16:11:22,696 - wikidata12k_both - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.51875, Head : 0.31032, Avg : 0.41454 + +2023-06-06 16:11:22,696 - wikidata12k_both - [INFO] - [Epoch 91]: Training Loss: 0.00096582, Valid MRR: 0.44691, + + + +2023-06-06 16:11:23,357 - wikidata12k_both - [INFO] - [E:92| 0]: Train Loss:0.00095411, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:12:28,192 - wikidata12k_both - [INFO] - [E:92| 100]: Train Loss:0.00096126, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:13:33,052 - wikidata12k_both - [INFO] - [E:92| 200]: Train Loss:0.0009636, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:14:37,983 - wikidata12k_both - [INFO] - [E:92| 300]: Train Loss:0.00096264, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:15:42,972 - wikidata12k_both - [INFO] - [E:92| 400]: Train Loss:0.00096245, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:16:47,949 - wikidata12k_both - [INFO] - [E:92| 500]: Train Loss:0.00096392, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:17:52,936 - wikidata12k_both - [INFO] - [E:92| 600]: Train Loss:0.00096345, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:18:57,986 - wikidata12k_both - [INFO] - [E:92| 700]: Train Loss:0.00096306, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:20:03,025 - wikidata12k_both - [INFO] - [E:92| 800]: Train Loss:0.00096351, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:21:07,954 - wikidata12k_both - [INFO] - [E:92| 900]: Train Loss:0.00096395, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:22:12,874 - wikidata12k_both - [INFO] - [E:92| 1000]: Train Loss:0.00096391, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:23:17,842 - wikidata12k_both - [INFO] - [E:92| 1100]: Train Loss:0.00096451, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:24:22,685 - wikidata12k_both - [INFO] - [E:92| 1200]: Train Loss:0.00096438, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:25:27,464 - wikidata12k_both - [INFO] - [E:92| 1300]: Train Loss:0.00096471, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:26:32,189 - wikidata12k_both - [INFO] - [E:92| 1400]: Train Loss:0.00096508, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:27:37,071 - wikidata12k_both - [INFO] - [E:92| 1500]: Train Loss:0.00096519, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:28:41,905 - wikidata12k_both - [INFO] - [E:92| 1600]: Train Loss:0.00096515, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:29:24,267 - wikidata12k_both - [INFO] - [Epoch:92]: Training Loss:0.0009653 + +2023-06-06 16:29:24,493 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 16:29:46,489 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 16:29:53,214 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 16:30:15,471 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 16:30:22,044 - wikidata12k_both - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.51749, Head : 0.34667, Avg : 0.43208 + +2023-06-06 16:30:22,045 - wikidata12k_both - [INFO] - [Epoch 92]: Training Loss: 0.00096532, Valid MRR: 0.44691, + + + +2023-06-06 16:30:22,728 - wikidata12k_both - [INFO] - [E:93| 0]: Train Loss:0.00098018, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:31:27,604 - wikidata12k_both - [INFO] - [E:93| 100]: Train Loss:0.00096283, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:32:32,530 - wikidata12k_both - [INFO] - [E:93| 200]: Train Loss:0.00096105, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:33:37,422 - wikidata12k_both - [INFO] - [E:93| 300]: Train Loss:0.00096137, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:34:42,401 - wikidata12k_both - [INFO] - [E:93| 400]: Train Loss:0.00096153, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:35:47,369 - wikidata12k_both - [INFO] - [E:93| 500]: Train Loss:0.00096187, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:36:52,293 - wikidata12k_both - [INFO] - [E:93| 600]: Train Loss:0.00096245, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:37:57,285 - wikidata12k_both - [INFO] - [E:93| 700]: Train Loss:0.00096317, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:39:02,191 - wikidata12k_both - [INFO] - [E:93| 800]: Train Loss:0.00096335, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:40:06,972 - wikidata12k_both - [INFO] - [E:93| 900]: Train Loss:0.00096366, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:41:11,578 - wikidata12k_both - [INFO] - [E:93| 1000]: Train Loss:0.0009637, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:42:16,264 - wikidata12k_both - [INFO] - [E:93| 1100]: Train Loss:0.00096378, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:43:21,098 - wikidata12k_both - [INFO] - [E:93| 1200]: Train Loss:0.00096372, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:44:25,945 - wikidata12k_both - [INFO] - [E:93| 1300]: Train Loss:0.00096398, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:45:30,712 - wikidata12k_both - [INFO] - [E:93| 1400]: Train Loss:0.00096423, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:46:35,538 - wikidata12k_both - [INFO] - [E:93| 1500]: Train Loss:0.00096442, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:47:40,422 - wikidata12k_both - [INFO] - [E:93| 1600]: Train Loss:0.00096453, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:48:22,801 - wikidata12k_both - [INFO] - [Epoch:93]: Training Loss:0.0009648 + +2023-06-06 16:48:23,026 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 16:48:44,979 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 16:48:51,707 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 16:49:13,917 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 16:49:20,457 - wikidata12k_both - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.51719, Head : 0.35052, Avg : 0.43385 + +2023-06-06 16:49:20,457 - wikidata12k_both - [INFO] - [Epoch 93]: Training Loss: 0.00096483, Valid MRR: 0.44691, + + + +2023-06-06 16:49:21,119 - wikidata12k_both - [INFO] - [E:94| 0]: Train Loss:0.00095532, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:50:26,030 - wikidata12k_both - [INFO] - [E:94| 100]: Train Loss:0.00096228, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:51:30,925 - wikidata12k_both - [INFO] - [E:94| 200]: Train Loss:0.00096365, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:52:35,842 - wikidata12k_both - [INFO] - [E:94| 300]: Train Loss:0.00096292, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:53:40,751 - wikidata12k_both - [INFO] - [E:94| 400]: Train Loss:0.00096247, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:54:45,635 - wikidata12k_both - [INFO] - [E:94| 500]: Train Loss:0.00096295, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:55:50,353 - wikidata12k_both - [INFO] - [E:94| 600]: Train Loss:0.00096367, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:56:55,125 - wikidata12k_both - [INFO] - [E:94| 700]: Train Loss:0.00096311, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:57:59,876 - wikidata12k_both - [INFO] - [E:94| 800]: Train Loss:0.00096292, Val MRR:0.44691, wikidata12k_both +2023-06-06 16:59:04,567 - wikidata12k_both - [INFO] - [E:94| 900]: Train Loss:0.00096304, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:00:09,444 - wikidata12k_both - [INFO] - [E:94| 1000]: Train Loss:0.00096349, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:01:14,216 - wikidata12k_both - [INFO] - [E:94| 1100]: Train Loss:0.00096378, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:02:18,948 - wikidata12k_both - [INFO] - [E:94| 1200]: Train Loss:0.00096394, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:03:23,761 - wikidata12k_both - [INFO] - [E:94| 1300]: Train Loss:0.00096394, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:04:28,680 - wikidata12k_both - [INFO] - [E:94| 1400]: Train Loss:0.00096383, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:05:33,557 - wikidata12k_both - [INFO] - [E:94| 1500]: Train Loss:0.00096388, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:06:38,436 - wikidata12k_both - [INFO] - [E:94| 1600]: Train Loss:0.00096412, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:07:20,867 - wikidata12k_both - [INFO] - [Epoch:94]: Training Loss:0.0009642 + +2023-06-06 17:07:21,088 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 17:07:43,028 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 17:07:49,733 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 17:08:11,934 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 17:08:18,480 - wikidata12k_both - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.516, Head : 0.34123, Avg : 0.42862 + +2023-06-06 17:08:18,480 - wikidata12k_both - [INFO] - [Epoch 94]: Training Loss: 0.00096421, Valid MRR: 0.44691, + + + +2023-06-06 17:08:19,152 - wikidata12k_both - [INFO] - [E:95| 0]: Train Loss:0.00097413, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:09:24,135 - wikidata12k_both - [INFO] - [E:95| 100]: Train Loss:0.00095946, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:10:29,069 - wikidata12k_both - [INFO] - [E:95| 200]: Train Loss:0.00096123, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:11:33,643 - wikidata12k_both - [INFO] - [E:95| 300]: Train Loss:0.00096085, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:12:38,334 - wikidata12k_both - [INFO] - [E:95| 400]: Train Loss:0.00095985, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:13:42,934 - wikidata12k_both - [INFO] - [E:95| 500]: Train Loss:0.00096063, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:14:47,696 - wikidata12k_both - [INFO] - [E:95| 600]: Train Loss:0.00096103, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:15:52,559 - wikidata12k_both - [INFO] - [E:95| 700]: Train Loss:0.00096113, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:16:57,428 - wikidata12k_both - [INFO] - [E:95| 800]: Train Loss:0.00096159, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:18:02,250 - wikidata12k_both - [INFO] - [E:95| 900]: Train Loss:0.00096176, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:19:07,232 - wikidata12k_both - [INFO] - [E:95| 1000]: Train Loss:0.00096225, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:20:12,069 - wikidata12k_both - [INFO] - [E:95| 1100]: Train Loss:0.00096337, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:21:16,941 - wikidata12k_both - [INFO] - [E:95| 1200]: Train Loss:0.00096381, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:22:21,877 - wikidata12k_both - [INFO] - [E:95| 1300]: Train Loss:0.0009636, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:23:26,818 - wikidata12k_both - [INFO] - [E:95| 1400]: Train Loss:0.00096401, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:24:31,726 - wikidata12k_both - [INFO] - [E:95| 1500]: Train Loss:0.00096395, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:25:36,708 - wikidata12k_both - [INFO] - [E:95| 1600]: Train Loss:0.00096432, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:26:19,134 - wikidata12k_both - [INFO] - [Epoch:95]: Training Loss:0.0009644 + +2023-06-06 17:26:19,359 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 17:26:41,218 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 17:26:47,902 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 17:27:09,991 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 17:27:16,540 - wikidata12k_both - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.51706, Head : 0.33317, Avg : 0.42511 + +2023-06-06 17:27:16,540 - wikidata12k_both - [INFO] - [Epoch 95]: Training Loss: 0.00096445, Valid MRR: 0.44691, + + + +2023-06-06 17:27:17,212 - wikidata12k_both - [INFO] - [E:96| 0]: Train Loss:0.00096138, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:28:22,963 - wikidata12k_both - [INFO] - [E:96| 100]: Train Loss:0.00096351, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:29:40,546 - wikidata12k_both - [INFO] - [E:96| 200]: Train Loss:0.00096177, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:31:11,112 - wikidata12k_both - [INFO] - [E:96| 300]: Train Loss:0.00096097, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:32:48,604 - wikidata12k_both - [INFO] - [E:96| 400]: Train Loss:0.00096235, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:34:28,095 - wikidata12k_both - [INFO] - [E:96| 500]: Train Loss:0.00096153, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:36:05,623 - wikidata12k_both - [INFO] - [E:96| 600]: Train Loss:0.00096269, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:37:46,495 - wikidata12k_both - [INFO] - [E:96| 700]: Train Loss:0.00096273, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:39:24,919 - wikidata12k_both - [INFO] - [E:96| 800]: Train Loss:0.00096269, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:41:03,191 - wikidata12k_both - [INFO] - [E:96| 900]: Train Loss:0.00096293, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:42:42,817 - wikidata12k_both - [INFO] - [E:96| 1000]: Train Loss:0.00096273, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:44:28,733 - wikidata12k_both - [INFO] - [E:96| 1100]: Train Loss:0.00096304, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:46:07,486 - wikidata12k_both - [INFO] - [E:96| 1200]: Train Loss:0.00096291, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:47:22,592 - wikidata12k_both - [INFO] - [E:96| 1300]: Train Loss:0.00096307, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:49:01,060 - wikidata12k_both - [INFO] - [E:96| 1400]: Train Loss:0.00096306, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:50:39,618 - wikidata12k_both - [INFO] - [E:96| 1500]: Train Loss:0.00096309, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:52:18,938 - wikidata12k_both - [INFO] - [E:96| 1600]: Train Loss:0.00096308, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:53:24,954 - wikidata12k_both - [INFO] - [Epoch:96]: Training Loss:0.0009632 + +2023-06-06 17:53:25,218 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 17:53:59,390 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 17:54:09,474 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 17:54:46,146 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 17:54:56,682 - wikidata12k_both - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.51881, Head : 0.28809, Avg : 0.40345 + +2023-06-06 17:54:56,682 - wikidata12k_both - [INFO] - [Epoch 96]: Training Loss: 0.00096321, Valid MRR: 0.44691, + + + +2023-06-06 17:54:57,858 - wikidata12k_both - [INFO] - [E:97| 0]: Train Loss:0.00098751, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:56:36,715 - wikidata12k_both - [INFO] - [E:97| 100]: Train Loss:0.00095897, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:58:15,805 - wikidata12k_both - [INFO] - [E:97| 200]: Train Loss:0.0009604, Val MRR:0.44691, wikidata12k_both +2023-06-06 17:59:55,331 - wikidata12k_both - [INFO] - [E:97| 300]: Train Loss:0.00096141, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:01:16,365 - wikidata12k_both - [INFO] - [E:97| 400]: Train Loss:0.0009614, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:02:42,168 - wikidata12k_both - [INFO] - [E:97| 500]: Train Loss:0.0009614, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:04:21,123 - wikidata12k_both - [INFO] - [E:97| 600]: Train Loss:0.00096126, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:05:59,596 - wikidata12k_both - [INFO] - [E:97| 700]: Train Loss:0.00096118, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:07:38,122 - wikidata12k_both - [INFO] - [E:97| 800]: Train Loss:0.00096155, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:09:17,436 - wikidata12k_both - [INFO] - [E:97| 900]: Train Loss:0.00096147, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:10:56,467 - wikidata12k_both - [INFO] - [E:97| 1000]: Train Loss:0.00096144, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:12:35,495 - wikidata12k_both - [INFO] - [E:97| 1100]: Train Loss:0.0009612, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:14:15,175 - wikidata12k_both - [INFO] - [E:97| 1200]: Train Loss:0.00096169, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:15:38,572 - wikidata12k_both - [INFO] - [E:97| 1300]: Train Loss:0.00096179, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:17:04,918 - wikidata12k_both - [INFO] - [E:97| 1400]: Train Loss:0.00096211, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:18:42,518 - wikidata12k_both - [INFO] - [E:97| 1500]: Train Loss:0.00096243, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:20:02,390 - wikidata12k_both - [INFO] - [E:97| 1600]: Train Loss:0.00096291, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:20:44,236 - wikidata12k_both - [INFO] - [Epoch:97]: Training Loss:0.000963 + +2023-06-06 18:20:44,457 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 18:21:06,138 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 18:21:12,755 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 18:21:34,973 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 18:21:41,455 - wikidata12k_both - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.50839, Head : 0.37494, Avg : 0.44167 + +2023-06-06 18:21:41,455 - wikidata12k_both - [INFO] - [Epoch 97]: Training Loss: 0.00096303, Valid MRR: 0.44691, + + + +2023-06-06 18:21:42,108 - wikidata12k_both - [INFO] - [E:98| 0]: Train Loss:0.00097067, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:22:45,948 - wikidata12k_both - [INFO] - [E:98| 100]: Train Loss:0.00095704, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:23:49,804 - wikidata12k_both - [INFO] - [E:98| 200]: Train Loss:0.00095978, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:24:53,860 - wikidata12k_both - [INFO] - [E:98| 300]: Train Loss:0.00095959, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:25:57,739 - wikidata12k_both - [INFO] - [E:98| 400]: Train Loss:0.00095995, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:27:01,910 - wikidata12k_both - [INFO] - [E:98| 500]: Train Loss:0.00096064, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:28:05,774 - wikidata12k_both - [INFO] - [E:98| 600]: Train Loss:0.00096059, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:29:09,975 - wikidata12k_both - [INFO] - [E:98| 700]: Train Loss:0.00096042, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:30:13,943 - wikidata12k_both - [INFO] - [E:98| 800]: Train Loss:0.00096075, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:31:17,971 - wikidata12k_both - [INFO] - [E:98| 900]: Train Loss:0.00096106, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:32:23,014 - wikidata12k_both - [INFO] - [E:98| 1000]: Train Loss:0.00096143, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:33:27,027 - wikidata12k_both - [INFO] - [E:98| 1100]: Train Loss:0.00096135, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:34:31,075 - wikidata12k_both - [INFO] - [E:98| 1200]: Train Loss:0.00096184, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:35:35,280 - wikidata12k_both - [INFO] - [E:98| 1300]: Train Loss:0.00096209, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:36:39,376 - wikidata12k_both - [INFO] - [E:98| 1400]: Train Loss:0.00096235, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:37:43,506 - wikidata12k_both - [INFO] - [E:98| 1500]: Train Loss:0.00096215, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:38:47,617 - wikidata12k_both - [INFO] - [E:98| 1600]: Train Loss:0.00096231, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:39:29,482 - wikidata12k_both - [INFO] - [Epoch:98]: Training Loss:0.0009623 + +2023-06-06 18:39:29,702 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 18:39:51,364 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 18:39:57,985 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 18:40:19,838 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 18:40:26,286 - wikidata12k_both - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.51919, Head : 0.31502, Avg : 0.4171 + +2023-06-06 18:40:26,287 - wikidata12k_both - [INFO] - [Epoch 98]: Training Loss: 0.00096233, Valid MRR: 0.44691, + + + +2023-06-06 18:40:26,941 - wikidata12k_both - [INFO] - [E:99| 0]: Train Loss:0.00095447, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:41:31,199 - wikidata12k_both - [INFO] - [E:99| 100]: Train Loss:0.00096618, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:42:35,352 - wikidata12k_both - [INFO] - [E:99| 200]: Train Loss:0.00096194, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:43:39,557 - wikidata12k_both - [INFO] - [E:99| 300]: Train Loss:0.00096236, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:44:43,753 - wikidata12k_both - [INFO] - [E:99| 400]: Train Loss:0.00096254, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:45:47,981 - wikidata12k_both - [INFO] - [E:99| 500]: Train Loss:0.00096152, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:46:52,226 - wikidata12k_both - [INFO] - [E:99| 600]: Train Loss:0.00096204, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:47:56,357 - wikidata12k_both - [INFO] - [E:99| 700]: Train Loss:0.00096191, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:49:00,503 - wikidata12k_both - [INFO] - [E:99| 800]: Train Loss:0.00096228, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:50:04,801 - wikidata12k_both - [INFO] - [E:99| 900]: Train Loss:0.00096211, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:51:08,977 - wikidata12k_both - [INFO] - [E:99| 1000]: Train Loss:0.00096227, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:52:13,166 - wikidata12k_both - [INFO] - [E:99| 1100]: Train Loss:0.00096215, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:53:17,404 - wikidata12k_both - [INFO] - [E:99| 1200]: Train Loss:0.0009623, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:54:21,591 - wikidata12k_both - [INFO] - [E:99| 1300]: Train Loss:0.00096235, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:55:25,754 - wikidata12k_both - [INFO] - [E:99| 1400]: Train Loss:0.00096212, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:56:29,867 - wikidata12k_both - [INFO] - [E:99| 1500]: Train Loss:0.00096216, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:57:33,949 - wikidata12k_both - [INFO] - [E:99| 1600]: Train Loss:0.00096218, Val MRR:0.44691, wikidata12k_both +2023-06-06 18:58:15,790 - wikidata12k_both - [INFO] - [Epoch:99]: Training Loss:0.0009621 + +2023-06-06 18:58:16,010 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 18:58:37,726 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 18:58:44,369 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 18:59:06,230 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 18:59:12,687 - wikidata12k_both - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.52333, Head : 0.33385, Avg : 0.42859 + MR: Tail : 671.26, Head : 617.43, Avg : 644.35 + Hit-1: Tail : 0.43652, Head : 0.22913, Avg : 0.33282 + Hit-3: Tail : 0.57641, Head : 0.37098, Avg : 0.47369 + Hit-10: Tail : 0.67995, Head : 0.56276, Avg : 0.62136 +2023-06-06 18:59:12,687 - wikidata12k_both - [INFO] - [Epoch 99]: Training Loss: 0.00096207, Valid MRR: 0.44691, + + + +2023-06-06 18:59:13,344 - wikidata12k_both - [INFO] - [E:100| 0]: Train Loss:0.00096487, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:00:17,421 - wikidata12k_both - [INFO] - [E:100| 100]: Train Loss:0.00096482, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:01:21,565 - wikidata12k_both - [INFO] - [E:100| 200]: Train Loss:0.00096339, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:02:25,722 - wikidata12k_both - [INFO] - [E:100| 300]: Train Loss:0.00096267, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:03:29,810 - wikidata12k_both - [INFO] - [E:100| 400]: Train Loss:0.00096245, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:04:34,012 - wikidata12k_both - [INFO] - [E:100| 500]: Train Loss:0.0009618, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:05:38,129 - wikidata12k_both - [INFO] - [E:100| 600]: Train Loss:0.00096185, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:06:42,223 - wikidata12k_both - [INFO] - [E:100| 700]: Train Loss:0.00096189, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:07:46,379 - wikidata12k_both - [INFO] - [E:100| 800]: Train Loss:0.00096162, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:08:50,632 - wikidata12k_both - [INFO] - [E:100| 900]: Train Loss:0.00096114, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:09:54,933 - wikidata12k_both - [INFO] - [E:100| 1000]: Train Loss:0.00096115, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:10:59,271 - wikidata12k_both - [INFO] - [E:100| 1100]: Train Loss:0.00096177, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:12:03,437 - wikidata12k_both - [INFO] - [E:100| 1200]: Train Loss:0.00096161, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:13:07,641 - wikidata12k_both - [INFO] - [E:100| 1300]: Train Loss:0.00096169, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:14:11,807 - wikidata12k_both - [INFO] - [E:100| 1400]: Train Loss:0.00096148, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:15:16,019 - wikidata12k_both - [INFO] - [E:100| 1500]: Train Loss:0.00096132, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:16:20,228 - wikidata12k_both - [INFO] - [E:100| 1600]: Train Loss:0.00096125, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:17:02,147 - wikidata12k_both - [INFO] - [Epoch:100]: Training Loss:0.0009613 + +2023-06-06 19:17:02,366 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 19:17:24,048 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 19:17:30,686 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 19:17:52,560 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 19:17:59,032 - wikidata12k_both - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.52427, Head : 0.29358, Avg : 0.40893 + +2023-06-06 19:17:59,032 - wikidata12k_both - [INFO] - [Epoch 100]: Training Loss: 0.00096127, Valid MRR: 0.44691, + + + +2023-06-06 19:17:59,688 - wikidata12k_both - [INFO] - [E:101| 0]: Train Loss:0.000957, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:19:03,832 - wikidata12k_both - [INFO] - [E:101| 100]: Train Loss:0.00096115, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:20:08,039 - wikidata12k_both - [INFO] - [E:101| 200]: Train Loss:0.00096081, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:21:12,167 - wikidata12k_both - [INFO] - [E:101| 300]: Train Loss:0.00096075, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:22:16,265 - wikidata12k_both - [INFO] - [E:101| 400]: Train Loss:0.00096011, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:23:20,480 - wikidata12k_both - [INFO] - [E:101| 500]: Train Loss:0.00096041, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:24:24,712 - wikidata12k_both - [INFO] - [E:101| 600]: Train Loss:0.00096094, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:25:28,978 - wikidata12k_both - [INFO] - [E:101| 700]: Train Loss:0.00096052, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:26:33,058 - wikidata12k_both - [INFO] - [E:101| 800]: Train Loss:0.00096028, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:27:37,174 - wikidata12k_both - [INFO] - [E:101| 900]: Train Loss:0.00095992, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:28:41,276 - wikidata12k_both - [INFO] - [E:101| 1000]: Train Loss:0.00095996, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:29:45,351 - wikidata12k_both - [INFO] - [E:101| 1100]: Train Loss:0.00096051, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:30:49,466 - wikidata12k_both - [INFO] - [E:101| 1200]: Train Loss:0.00096078, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:31:53,616 - wikidata12k_both - [INFO] - [E:101| 1300]: Train Loss:0.00096083, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:32:57,709 - wikidata12k_both - [INFO] - [E:101| 1400]: Train Loss:0.00096105, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:34:01,828 - wikidata12k_both - [INFO] - [E:101| 1500]: Train Loss:0.0009609, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:35:06,023 - wikidata12k_both - [INFO] - [E:101| 1600]: Train Loss:0.00096123, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:35:47,913 - wikidata12k_both - [INFO] - [Epoch:101]: Training Loss:0.0009612 + +2023-06-06 19:35:48,134 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 19:36:09,806 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 19:36:16,436 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 19:36:38,315 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 19:36:44,778 - wikidata12k_both - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.52054, Head : 0.31167, Avg : 0.4161 + +2023-06-06 19:36:44,778 - wikidata12k_both - [INFO] - [Epoch 101]: Training Loss: 0.00096124, Valid MRR: 0.44691, + + + +2023-06-06 19:36:45,432 - wikidata12k_both - [INFO] - [E:102| 0]: Train Loss:0.00099052, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:37:49,564 - wikidata12k_both - [INFO] - [E:102| 100]: Train Loss:0.00096187, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:38:53,669 - wikidata12k_both - [INFO] - [E:102| 200]: Train Loss:0.00095988, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:39:57,788 - wikidata12k_both - [INFO] - [E:102| 300]: Train Loss:0.00096113, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:41:02,050 - wikidata12k_both - [INFO] - [E:102| 400]: Train Loss:0.00096077, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:42:06,168 - wikidata12k_both - [INFO] - [E:102| 500]: Train Loss:0.00096053, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:43:10,408 - wikidata12k_both - [INFO] - [E:102| 600]: Train Loss:0.00096054, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:44:14,520 - wikidata12k_both - [INFO] - [E:102| 700]: Train Loss:0.00095969, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:45:18,634 - wikidata12k_both - [INFO] - [E:102| 800]: Train Loss:0.00095956, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:46:22,873 - wikidata12k_both - [INFO] - [E:102| 900]: Train Loss:0.00095968, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:47:27,049 - wikidata12k_both - [INFO] - [E:102| 1000]: Train Loss:0.00096026, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:48:31,278 - wikidata12k_both - [INFO] - [E:102| 1100]: Train Loss:0.00096035, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:49:35,464 - wikidata12k_both - [INFO] - [E:102| 1200]: Train Loss:0.00096056, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:50:39,565 - wikidata12k_both - [INFO] - [E:102| 1300]: Train Loss:0.00096064, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:51:43,656 - wikidata12k_both - [INFO] - [E:102| 1400]: Train Loss:0.00096056, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:52:47,845 - wikidata12k_both - [INFO] - [E:102| 1500]: Train Loss:0.0009603, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:53:51,969 - wikidata12k_both - [INFO] - [E:102| 1600]: Train Loss:0.00096027, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:54:33,871 - wikidata12k_both - [INFO] - [Epoch:102]: Training Loss:0.0009602 + +2023-06-06 19:54:34,091 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 19:54:55,835 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 19:55:02,455 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 19:55:24,326 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 19:55:30,800 - wikidata12k_both - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.51685, Head : 0.29528, Avg : 0.40607 + +2023-06-06 19:55:30,800 - wikidata12k_both - [INFO] - [Epoch 102]: Training Loss: 0.00096019, Valid MRR: 0.44691, + + + +2023-06-06 19:55:31,456 - wikidata12k_both - [INFO] - [E:103| 0]: Train Loss:0.00092924, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:56:35,567 - wikidata12k_both - [INFO] - [E:103| 100]: Train Loss:0.000958, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:57:39,664 - wikidata12k_both - [INFO] - [E:103| 200]: Train Loss:0.0009592, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:58:43,798 - wikidata12k_both - [INFO] - [E:103| 300]: Train Loss:0.00095865, Val MRR:0.44691, wikidata12k_both +2023-06-06 19:59:47,902 - wikidata12k_both - [INFO] - [E:103| 400]: Train Loss:0.00095851, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:00:52,072 - wikidata12k_both - [INFO] - [E:103| 500]: Train Loss:0.00095827, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:01:56,248 - wikidata12k_both - [INFO] - [E:103| 600]: Train Loss:0.00095849, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:03:00,449 - wikidata12k_both - [INFO] - [E:103| 700]: Train Loss:0.00095814, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:04:04,757 - wikidata12k_both - [INFO] - [E:103| 800]: Train Loss:0.00095801, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:05:08,939 - wikidata12k_both - [INFO] - [E:103| 900]: Train Loss:0.00095858, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:06:13,137 - wikidata12k_both - [INFO] - [E:103| 1000]: Train Loss:0.0009587, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:07:17,340 - wikidata12k_both - [INFO] - [E:103| 1100]: Train Loss:0.00095889, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:08:21,458 - wikidata12k_both - [INFO] - [E:103| 1200]: Train Loss:0.00095922, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:09:25,574 - wikidata12k_both - [INFO] - [E:103| 1300]: Train Loss:0.00095969, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:10:29,740 - wikidata12k_both - [INFO] - [E:103| 1400]: Train Loss:0.00095976, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:11:33,867 - wikidata12k_both - [INFO] - [E:103| 1500]: Train Loss:0.00095953, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:12:38,066 - wikidata12k_both - [INFO] - [E:103| 1600]: Train Loss:0.00095955, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:13:19,987 - wikidata12k_both - [INFO] - [Epoch:103]: Training Loss:0.0009596 + +2023-06-06 20:13:20,206 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 20:13:41,904 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 20:13:48,535 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 20:14:10,432 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 20:14:16,906 - wikidata12k_both - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.52039, Head : 0.32111, Avg : 0.42075 + +2023-06-06 20:14:16,906 - wikidata12k_both - [INFO] - [Epoch 103]: Training Loss: 0.00095963, Valid MRR: 0.44691, + + + +2023-06-06 20:14:17,561 - wikidata12k_both - [INFO] - [E:104| 0]: Train Loss:0.00095264, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:15:21,781 - wikidata12k_both - [INFO] - [E:104| 100]: Train Loss:0.00095584, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:16:25,886 - wikidata12k_both - [INFO] - [E:104| 200]: Train Loss:0.00095769, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:17:29,981 - wikidata12k_both - [INFO] - [E:104| 300]: Train Loss:0.00095921, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:18:34,169 - wikidata12k_both - [INFO] - [E:104| 400]: Train Loss:0.00095932, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:19:38,354 - wikidata12k_both - [INFO] - [E:104| 500]: Train Loss:0.00096004, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:20:42,541 - wikidata12k_both - [INFO] - [E:104| 600]: Train Loss:0.00096018, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:21:46,770 - wikidata12k_both - [INFO] - [E:104| 700]: Train Loss:0.00095994, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:22:51,004 - wikidata12k_both - [INFO] - [E:104| 800]: Train Loss:0.00095956, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:23:55,257 - wikidata12k_both - [INFO] - [E:104| 900]: Train Loss:0.00095945, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:24:59,504 - wikidata12k_both - [INFO] - [E:104| 1000]: Train Loss:0.00095962, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:26:03,598 - wikidata12k_both - [INFO] - [E:104| 1100]: Train Loss:0.00095967, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:27:07,685 - wikidata12k_both - [INFO] - [E:104| 1200]: Train Loss:0.00095959, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:28:11,887 - wikidata12k_both - [INFO] - [E:104| 1300]: Train Loss:0.00095971, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:29:16,111 - wikidata12k_both - [INFO] - [E:104| 1400]: Train Loss:0.00095991, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:30:20,341 - wikidata12k_both - [INFO] - [E:104| 1500]: Train Loss:0.00095998, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:31:24,592 - wikidata12k_both - [INFO] - [E:104| 1600]: Train Loss:0.00095989, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:32:06,541 - wikidata12k_both - [INFO] - [Epoch:104]: Training Loss:0.0009597 + +2023-06-06 20:32:06,762 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 20:32:28,486 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 20:32:35,118 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 20:32:57,023 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 20:33:03,513 - wikidata12k_both - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.51742, Head : 0.31427, Avg : 0.41584 + +2023-06-06 20:33:03,513 - wikidata12k_both - [INFO] - [Epoch 104]: Training Loss: 0.00095975, Valid MRR: 0.44691, + + + +2023-06-06 20:33:04,169 - wikidata12k_both - [INFO] - [E:105| 0]: Train Loss:0.00095444, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:34:08,261 - wikidata12k_both - [INFO] - [E:105| 100]: Train Loss:0.00095943, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:35:12,384 - wikidata12k_both - [INFO] - [E:105| 200]: Train Loss:0.00095968, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:36:16,676 - wikidata12k_both - [INFO] - [E:105| 300]: Train Loss:0.00096046, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:37:20,870 - wikidata12k_both - [INFO] - [E:105| 400]: Train Loss:0.00095999, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:38:25,097 - wikidata12k_both - [INFO] - [E:105| 500]: Train Loss:0.00095925, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:39:29,283 - wikidata12k_both - [INFO] - [E:105| 600]: Train Loss:0.00095943, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:40:33,386 - wikidata12k_both - [INFO] - [E:105| 700]: Train Loss:0.00095918, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:41:37,494 - wikidata12k_both - [INFO] - [E:105| 800]: Train Loss:0.00095931, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:42:41,673 - wikidata12k_both - [INFO] - [E:105| 900]: Train Loss:0.00095931, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:43:45,773 - wikidata12k_both - [INFO] - [E:105| 1000]: Train Loss:0.00095908, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:44:49,939 - wikidata12k_both - [INFO] - [E:105| 1100]: Train Loss:0.0009588, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:45:54,023 - wikidata12k_both - [INFO] - [E:105| 1200]: Train Loss:0.00095892, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:46:58,139 - wikidata12k_both - [INFO] - [E:105| 1300]: Train Loss:0.00095906, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:48:02,410 - wikidata12k_both - [INFO] - [E:105| 1400]: Train Loss:0.00095868, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:49:06,513 - wikidata12k_both - [INFO] - [E:105| 1500]: Train Loss:0.00095888, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:50:10,610 - wikidata12k_both - [INFO] - [E:105| 1600]: Train Loss:0.00095904, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:50:52,564 - wikidata12k_both - [INFO] - [Epoch:105]: Training Loss:0.0009591 + +2023-06-06 20:50:52,785 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 20:51:14,463 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 20:51:21,092 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 20:51:42,968 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 20:51:49,425 - wikidata12k_both - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.51085, Head : 0.33218, Avg : 0.42151 + +2023-06-06 20:51:49,425 - wikidata12k_both - [INFO] - [Epoch 105]: Training Loss: 0.00095911, Valid MRR: 0.44691, + + + +2023-06-06 20:51:50,082 - wikidata12k_both - [INFO] - [E:106| 0]: Train Loss:0.00093168, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:52:54,215 - wikidata12k_both - [INFO] - [E:106| 100]: Train Loss:0.00095575, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:53:58,506 - wikidata12k_both - [INFO] - [E:106| 200]: Train Loss:0.00095752, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:55:02,622 - wikidata12k_both - [INFO] - [E:106| 300]: Train Loss:0.00095775, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:56:06,875 - wikidata12k_both - [INFO] - [E:106| 400]: Train Loss:0.00095851, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:57:11,129 - wikidata12k_both - [INFO] - [E:106| 500]: Train Loss:0.00095845, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:58:15,337 - wikidata12k_both - [INFO] - [E:106| 600]: Train Loss:0.00095831, Val MRR:0.44691, wikidata12k_both +2023-06-06 20:59:19,418 - wikidata12k_both - [INFO] - [E:106| 700]: Train Loss:0.00095904, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:00:23,631 - wikidata12k_both - [INFO] - [E:106| 800]: Train Loss:0.00095941, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:01:27,775 - wikidata12k_both - [INFO] - [E:106| 900]: Train Loss:0.00095947, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:02:31,896 - wikidata12k_both - [INFO] - [E:106| 1000]: Train Loss:0.00095945, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:03:36,015 - wikidata12k_both - [INFO] - [E:106| 1100]: Train Loss:0.00095926, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:04:40,121 - wikidata12k_both - [INFO] - [E:106| 1200]: Train Loss:0.00095932, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:05:44,319 - wikidata12k_both - [INFO] - [E:106| 1300]: Train Loss:0.00095937, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:06:48,488 - wikidata12k_both - [INFO] - [E:106| 1400]: Train Loss:0.00095964, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:07:52,672 - wikidata12k_both - [INFO] - [E:106| 1500]: Train Loss:0.00095945, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:08:56,785 - wikidata12k_both - [INFO] - [E:106| 1600]: Train Loss:0.00095939, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:09:38,659 - wikidata12k_both - [INFO] - [Epoch:106]: Training Loss:0.0009593 + +2023-06-06 21:09:38,878 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 21:10:00,559 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 21:10:07,183 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 21:10:29,085 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 21:10:35,557 - wikidata12k_both - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.5192, Head : 0.32607, Avg : 0.42263 + +2023-06-06 21:10:35,557 - wikidata12k_both - [INFO] - [Epoch 106]: Training Loss: 0.00095928, Valid MRR: 0.44691, + + + +2023-06-06 21:10:36,214 - wikidata12k_both - [INFO] - [E:107| 0]: Train Loss:0.00098513, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:11:40,388 - wikidata12k_both - [INFO] - [E:107| 100]: Train Loss:0.00096161, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:12:44,583 - wikidata12k_both - [INFO] - [E:107| 200]: Train Loss:0.00096077, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:13:48,806 - wikidata12k_both - [INFO] - [E:107| 300]: Train Loss:0.00095878, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:14:53,060 - wikidata12k_both - [INFO] - [E:107| 400]: Train Loss:0.00095873, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:15:57,248 - wikidata12k_both - [INFO] - [E:107| 500]: Train Loss:0.00095924, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:17:01,408 - wikidata12k_both - [INFO] - [E:107| 600]: Train Loss:0.000959, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:18:05,684 - wikidata12k_both - [INFO] - [E:107| 700]: Train Loss:0.00095863, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:19:09,906 - wikidata12k_both - [INFO] - [E:107| 800]: Train Loss:0.00095829, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:20:14,132 - wikidata12k_both - [INFO] - [E:107| 900]: Train Loss:0.00095827, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:21:18,279 - wikidata12k_both - [INFO] - [E:107| 1000]: Train Loss:0.0009585, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:22:22,407 - wikidata12k_both - [INFO] - [E:107| 1100]: Train Loss:0.00095826, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:23:26,677 - wikidata12k_both - [INFO] - [E:107| 1200]: Train Loss:0.00095808, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:24:30,802 - wikidata12k_both - [INFO] - [E:107| 1300]: Train Loss:0.0009581, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:25:34,955 - wikidata12k_both - [INFO] - [E:107| 1400]: Train Loss:0.0009583, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:26:39,142 - wikidata12k_both - [INFO] - [E:107| 1500]: Train Loss:0.00095807, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:27:43,266 - wikidata12k_both - [INFO] - [E:107| 1600]: Train Loss:0.0009583, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:28:25,175 - wikidata12k_both - [INFO] - [Epoch:107]: Training Loss:0.0009582 + +2023-06-06 21:28:25,393 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 21:28:47,052 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 21:28:53,683 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 21:29:15,617 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 21:29:22,076 - wikidata12k_both - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.51719, Head : 0.35073, Avg : 0.43396 + +2023-06-06 21:29:22,076 - wikidata12k_both - [INFO] - [Epoch 107]: Training Loss: 0.0009582, Valid MRR: 0.44691, + + + +2023-06-06 21:29:22,733 - wikidata12k_both - [INFO] - [E:108| 0]: Train Loss:0.00094272, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:30:26,833 - wikidata12k_both - [INFO] - [E:108| 100]: Train Loss:0.00095563, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:31:30,963 - wikidata12k_both - [INFO] - [E:108| 200]: Train Loss:0.00095446, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:32:35,183 - wikidata12k_both - [INFO] - [E:108| 300]: Train Loss:0.00095416, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:33:39,337 - wikidata12k_both - [INFO] - [E:108| 400]: Train Loss:0.00095472, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:34:43,471 - wikidata12k_both - [INFO] - [E:108| 500]: Train Loss:0.00095586, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:35:47,641 - wikidata12k_both - [INFO] - [E:108| 600]: Train Loss:0.00095611, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:36:51,924 - wikidata12k_both - [INFO] - [E:108| 700]: Train Loss:0.00095611, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:37:56,195 - wikidata12k_both - [INFO] - [E:108| 800]: Train Loss:0.00095615, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:39:00,401 - wikidata12k_both - [INFO] - [E:108| 900]: Train Loss:0.00095613, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:40:04,622 - wikidata12k_both - [INFO] - [E:108| 1000]: Train Loss:0.00095646, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:41:08,939 - wikidata12k_both - [INFO] - [E:108| 1100]: Train Loss:0.00095659, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:42:13,210 - wikidata12k_both - [INFO] - [E:108| 1200]: Train Loss:0.00095651, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:43:17,483 - wikidata12k_both - [INFO] - [E:108| 1300]: Train Loss:0.00095661, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:44:21,703 - wikidata12k_both - [INFO] - [E:108| 1400]: Train Loss:0.00095678, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:45:25,846 - wikidata12k_both - [INFO] - [E:108| 1500]: Train Loss:0.00095722, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:46:30,005 - wikidata12k_both - [INFO] - [E:108| 1600]: Train Loss:0.0009573, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:47:11,952 - wikidata12k_both - [INFO] - [Epoch:108]: Training Loss:0.0009574 + +2023-06-06 21:47:12,172 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 21:47:33,878 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 21:47:40,511 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 21:48:02,393 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 21:48:08,858 - wikidata12k_both - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.52168, Head : 0.34198, Avg : 0.43183 + +2023-06-06 21:48:08,858 - wikidata12k_both - [INFO] - [Epoch 108]: Training Loss: 0.00095743, Valid MRR: 0.44691, + + + +2023-06-06 21:48:09,514 - wikidata12k_both - [INFO] - [E:109| 0]: Train Loss:0.00095026, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:49:13,744 - wikidata12k_both - [INFO] - [E:109| 100]: Train Loss:0.00095728, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:50:17,885 - wikidata12k_both - [INFO] - [E:109| 200]: Train Loss:0.00095769, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:51:22,005 - wikidata12k_both - [INFO] - [E:109| 300]: Train Loss:0.00095556, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:52:26,185 - wikidata12k_both - [INFO] - [E:109| 400]: Train Loss:0.00095624, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:53:30,336 - wikidata12k_both - [INFO] - [E:109| 500]: Train Loss:0.00095572, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:54:34,504 - wikidata12k_both - [INFO] - [E:109| 600]: Train Loss:0.00095657, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:55:38,747 - wikidata12k_both - [INFO] - [E:109| 700]: Train Loss:0.00095602, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:56:42,878 - wikidata12k_both - [INFO] - [E:109| 800]: Train Loss:0.00095613, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:57:47,009 - wikidata12k_both - [INFO] - [E:109| 900]: Train Loss:0.00095642, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:58:51,233 - wikidata12k_both - [INFO] - [E:109| 1000]: Train Loss:0.00095648, Val MRR:0.44691, wikidata12k_both +2023-06-06 21:59:55,395 - wikidata12k_both - [INFO] - [E:109| 1100]: Train Loss:0.00095703, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:00:59,570 - wikidata12k_both - [INFO] - [E:109| 1200]: Train Loss:0.00095693, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:02:03,790 - wikidata12k_both - [INFO] - [E:109| 1300]: Train Loss:0.00095695, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:03:07,928 - wikidata12k_both - [INFO] - [E:109| 1400]: Train Loss:0.0009573, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:04:12,091 - wikidata12k_both - [INFO] - [E:109| 1500]: Train Loss:0.00095739, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:05:16,349 - wikidata12k_both - [INFO] - [E:109| 1600]: Train Loss:0.00095738, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:05:58,332 - wikidata12k_both - [INFO] - [Epoch:109]: Training Loss:0.0009573 + +2023-06-06 22:05:58,552 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 22:06:20,273 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 22:06:26,920 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 22:06:48,806 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 22:06:55,271 - wikidata12k_both - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.51885, Head : 0.3014, Avg : 0.41013 + MR: Tail : 741.23, Head : 653.39, Avg : 697.31 + Hit-1: Tail : 0.43239, Head : 0.18968, Avg : 0.31104 + Hit-3: Tail : 0.56958, Head : 0.34991, Avg : 0.45975 + Hit-10: Tail : 0.67714, Head : 0.53098, Avg : 0.60406 +2023-06-06 22:06:55,271 - wikidata12k_both - [INFO] - [Epoch 109]: Training Loss: 0.00095729, Valid MRR: 0.44691, + + + +2023-06-06 22:06:55,928 - wikidata12k_both - [INFO] - [E:110| 0]: Train Loss:0.00094518, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:08:00,213 - wikidata12k_both - [INFO] - [E:110| 100]: Train Loss:0.00095377, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:09:04,343 - wikidata12k_both - [INFO] - [E:110| 200]: Train Loss:0.00095463, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:10:08,487 - wikidata12k_both - [INFO] - [E:110| 300]: Train Loss:0.00095589, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:11:12,657 - wikidata12k_both - [INFO] - [E:110| 400]: Train Loss:0.00095692, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:12:16,892 - wikidata12k_both - [INFO] - [E:110| 500]: Train Loss:0.00095724, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:13:21,216 - wikidata12k_both - [INFO] - [E:110| 600]: Train Loss:0.00095693, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:14:25,378 - wikidata12k_both - [INFO] - [E:110| 700]: Train Loss:0.0009569, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:15:29,534 - wikidata12k_both - [INFO] - [E:110| 800]: Train Loss:0.00095675, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:16:33,704 - wikidata12k_both - [INFO] - [E:110| 900]: Train Loss:0.00095672, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:17:37,820 - wikidata12k_both - [INFO] - [E:110| 1000]: Train Loss:0.00095686, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:18:41,956 - wikidata12k_both - [INFO] - [E:110| 1100]: Train Loss:0.00095663, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:19:46,155 - wikidata12k_both - [INFO] - [E:110| 1200]: Train Loss:0.00095678, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:20:50,325 - wikidata12k_both - [INFO] - [E:110| 1300]: Train Loss:0.00095668, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:21:54,492 - wikidata12k_both - [INFO] - [E:110| 1400]: Train Loss:0.00095665, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:22:58,671 - wikidata12k_both - [INFO] - [E:110| 1500]: Train Loss:0.00095684, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:24:02,785 - wikidata12k_both - [INFO] - [E:110| 1600]: Train Loss:0.0009568, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:24:44,709 - wikidata12k_both - [INFO] - [Epoch:110]: Training Loss:0.000957 + +2023-06-06 22:24:44,929 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 22:25:06,675 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 22:25:13,306 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 22:25:35,215 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 22:25:41,687 - wikidata12k_both - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.5212, Head : 0.28023, Avg : 0.40071 + +2023-06-06 22:25:41,687 - wikidata12k_both - [INFO] - [Epoch 110]: Training Loss: 0.00095697, Valid MRR: 0.44691, + + + +2023-06-06 22:25:42,345 - wikidata12k_both - [INFO] - [E:111| 0]: Train Loss:0.00096297, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:26:46,627 - wikidata12k_both - [INFO] - [E:111| 100]: Train Loss:0.00095623, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:27:50,918 - wikidata12k_both - [INFO] - [E:111| 200]: Train Loss:0.00095474, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:28:55,077 - wikidata12k_both - [INFO] - [E:111| 300]: Train Loss:0.0009545, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:29:59,213 - wikidata12k_both - [INFO] - [E:111| 400]: Train Loss:0.00095527, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:31:03,450 - wikidata12k_both - [INFO] - [E:111| 500]: Train Loss:0.00095515, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:32:07,604 - wikidata12k_both - [INFO] - [E:111| 600]: Train Loss:0.00095501, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:33:11,787 - wikidata12k_both - [INFO] - [E:111| 700]: Train Loss:0.0009554, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:34:16,092 - wikidata12k_both - [INFO] - [E:111| 800]: Train Loss:0.00095583, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:35:20,191 - wikidata12k_both - [INFO] - [E:111| 900]: Train Loss:0.0009561, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:36:24,321 - wikidata12k_both - [INFO] - [E:111| 1000]: Train Loss:0.00095611, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:37:28,438 - wikidata12k_both - [INFO] - [E:111| 1100]: Train Loss:0.00095633, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:38:32,580 - wikidata12k_both - [INFO] - [E:111| 1200]: Train Loss:0.00095643, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:39:36,709 - wikidata12k_both - [INFO] - [E:111| 1300]: Train Loss:0.00095648, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:40:40,949 - wikidata12k_both - [INFO] - [E:111| 1400]: Train Loss:0.00095652, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:41:45,218 - wikidata12k_both - [INFO] - [E:111| 1500]: Train Loss:0.00095672, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:42:49,457 - wikidata12k_both - [INFO] - [E:111| 1600]: Train Loss:0.00095683, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:43:31,383 - wikidata12k_both - [INFO] - [Epoch:111]: Training Loss:0.0009567 + +2023-06-06 22:43:31,601 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 22:43:53,277 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 22:43:59,902 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 22:44:21,781 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 22:44:28,257 - wikidata12k_both - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.51801, Head : 0.35291, Avg : 0.43546 + +2023-06-06 22:44:28,257 - wikidata12k_both - [INFO] - [Epoch 111]: Training Loss: 0.00095673, Valid MRR: 0.44691, + + + +2023-06-06 22:44:28,912 - wikidata12k_both - [INFO] - [E:112| 0]: Train Loss:0.0009698, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:45:33,154 - wikidata12k_both - [INFO] - [E:112| 100]: Train Loss:0.00095422, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:46:37,297 - wikidata12k_both - [INFO] - [E:112| 200]: Train Loss:0.00095573, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:47:41,403 - wikidata12k_both - [INFO] - [E:112| 300]: Train Loss:0.00095616, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:48:45,565 - wikidata12k_both - [INFO] - [E:112| 400]: Train Loss:0.00095547, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:49:49,768 - wikidata12k_both - [INFO] - [E:112| 500]: Train Loss:0.00095515, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:50:54,003 - wikidata12k_both - [INFO] - [E:112| 600]: Train Loss:0.00095525, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:51:58,249 - wikidata12k_both - [INFO] - [E:112| 700]: Train Loss:0.00095571, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:53:02,477 - wikidata12k_both - [INFO] - [E:112| 800]: Train Loss:0.00095578, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:54:06,640 - wikidata12k_both - [INFO] - [E:112| 900]: Train Loss:0.00095611, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:55:10,772 - wikidata12k_both - [INFO] - [E:112| 1000]: Train Loss:0.00095607, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:56:15,001 - wikidata12k_both - [INFO] - [E:112| 1100]: Train Loss:0.00095576, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:57:19,192 - wikidata12k_both - [INFO] - [E:112| 1200]: Train Loss:0.00095553, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:58:23,286 - wikidata12k_both - [INFO] - [E:112| 1300]: Train Loss:0.0009555, Val MRR:0.44691, wikidata12k_both +2023-06-06 22:59:27,445 - wikidata12k_both - [INFO] - [E:112| 1400]: Train Loss:0.00095571, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:00:31,664 - wikidata12k_both - [INFO] - [E:112| 1500]: Train Loss:0.0009558, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:01:35,764 - wikidata12k_both - [INFO] - [E:112| 1600]: Train Loss:0.00095599, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:02:17,668 - wikidata12k_both - [INFO] - [Epoch:112]: Training Loss:0.000956 + +2023-06-06 23:02:17,887 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 23:02:39,551 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 23:02:46,173 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 23:03:08,095 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 23:03:14,577 - wikidata12k_both - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.52172, Head : 0.34855, Avg : 0.43513 + +2023-06-06 23:03:14,577 - wikidata12k_both - [INFO] - [Epoch 112]: Training Loss: 0.00095601, Valid MRR: 0.44691, + + + +2023-06-06 23:03:15,232 - wikidata12k_both - [INFO] - [E:113| 0]: Train Loss:0.00096221, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:04:19,321 - wikidata12k_both - [INFO] - [E:113| 100]: Train Loss:0.00095416, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:05:23,450 - wikidata12k_both - [INFO] - [E:113| 200]: Train Loss:0.0009554, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:06:27,563 - wikidata12k_both - [INFO] - [E:113| 300]: Train Loss:0.00095447, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:07:31,649 - wikidata12k_both - [INFO] - [E:113| 400]: Train Loss:0.00095498, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:08:35,761 - wikidata12k_both - [INFO] - [E:113| 500]: Train Loss:0.00095497, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:09:40,118 - wikidata12k_both - [INFO] - [E:113| 600]: Train Loss:0.00095547, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:10:44,365 - wikidata12k_both - [INFO] - [E:113| 700]: Train Loss:0.00095599, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:11:48,610 - wikidata12k_both - [INFO] - [E:113| 800]: Train Loss:0.00095585, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:12:52,821 - wikidata12k_both - [INFO] - [E:113| 900]: Train Loss:0.00095539, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:13:56,951 - wikidata12k_both - [INFO] - [E:113| 1000]: Train Loss:0.00095539, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:15:01,257 - wikidata12k_both - [INFO] - [E:113| 1100]: Train Loss:0.00095543, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:16:05,457 - wikidata12k_both - [INFO] - [E:113| 1200]: Train Loss:0.00095601, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:17:09,685 - wikidata12k_both - [INFO] - [E:113| 1300]: Train Loss:0.00095619, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:18:13,997 - wikidata12k_both - [INFO] - [E:113| 1400]: Train Loss:0.00095596, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:19:18,858 - wikidata12k_both - [INFO] - [E:113| 1500]: Train Loss:0.00095582, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:20:22,955 - wikidata12k_both - [INFO] - [E:113| 1600]: Train Loss:0.00095605, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:21:04,913 - wikidata12k_both - [INFO] - [Epoch:113]: Training Loss:0.0009561 + +2023-06-06 23:21:05,132 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 23:21:26,814 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 23:21:33,436 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 23:21:55,312 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 23:22:01,770 - wikidata12k_both - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.51909, Head : 0.30757, Avg : 0.41333 + +2023-06-06 23:22:01,770 - wikidata12k_both - [INFO] - [Epoch 113]: Training Loss: 0.00095606, Valid MRR: 0.44691, + + + +2023-06-06 23:22:02,427 - wikidata12k_both - [INFO] - [E:114| 0]: Train Loss:0.000943, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:23:06,569 - wikidata12k_both - [INFO] - [E:114| 100]: Train Loss:0.00095465, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:24:10,865 - wikidata12k_both - [INFO] - [E:114| 200]: Train Loss:0.00095716, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:25:15,088 - wikidata12k_both - [INFO] - [E:114| 300]: Train Loss:0.00095701, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:26:19,217 - wikidata12k_both - [INFO] - [E:114| 400]: Train Loss:0.00095616, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:27:23,369 - wikidata12k_both - [INFO] - [E:114| 500]: Train Loss:0.00095547, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:28:27,504 - wikidata12k_both - [INFO] - [E:114| 600]: Train Loss:0.00095571, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:29:31,683 - wikidata12k_both - [INFO] - [E:114| 700]: Train Loss:0.00095528, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:30:36,006 - wikidata12k_both - [INFO] - [E:114| 800]: Train Loss:0.00095543, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:31:40,250 - wikidata12k_both - [INFO] - [E:114| 900]: Train Loss:0.00095528, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:32:44,505 - wikidata12k_both - [INFO] - [E:114| 1000]: Train Loss:0.00095507, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:33:48,644 - wikidata12k_both - [INFO] - [E:114| 1100]: Train Loss:0.00095502, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:34:52,815 - wikidata12k_both - [INFO] - [E:114| 1200]: Train Loss:0.00095513, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:35:57,019 - wikidata12k_both - [INFO] - [E:114| 1300]: Train Loss:0.00095511, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:37:01,135 - wikidata12k_both - [INFO] - [E:114| 1400]: Train Loss:0.00095543, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:38:05,226 - wikidata12k_both - [INFO] - [E:114| 1500]: Train Loss:0.00095547, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:39:09,497 - wikidata12k_both - [INFO] - [E:114| 1600]: Train Loss:0.00095544, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:39:51,439 - wikidata12k_both - [INFO] - [Epoch:114]: Training Loss:0.0009555 + +2023-06-06 23:39:51,658 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 23:40:13,351 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 23:40:19,994 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 23:40:41,890 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 23:40:48,359 - wikidata12k_both - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.51752, Head : 0.36608, Avg : 0.4418 + +2023-06-06 23:40:48,360 - wikidata12k_both - [INFO] - [Epoch 114]: Training Loss: 0.00095549, Valid MRR: 0.44691, + + + +2023-06-06 23:40:49,016 - wikidata12k_both - [INFO] - [E:115| 0]: Train Loss:0.00091708, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:41:53,321 - wikidata12k_both - [INFO] - [E:115| 100]: Train Loss:0.00095352, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:42:57,483 - wikidata12k_both - [INFO] - [E:115| 200]: Train Loss:0.00095352, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:44:01,664 - wikidata12k_both - [INFO] - [E:115| 300]: Train Loss:0.00095301, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:45:05,802 - wikidata12k_both - [INFO] - [E:115| 400]: Train Loss:0.00095335, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:46:09,906 - wikidata12k_both - [INFO] - [E:115| 500]: Train Loss:0.00095393, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:47:14,029 - wikidata12k_both - [INFO] - [E:115| 600]: Train Loss:0.00095421, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:48:18,358 - wikidata12k_both - [INFO] - [E:115| 700]: Train Loss:0.00095435, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:49:22,571 - wikidata12k_both - [INFO] - [E:115| 800]: Train Loss:0.00095435, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:50:26,844 - wikidata12k_both - [INFO] - [E:115| 900]: Train Loss:0.00095404, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:51:30,932 - wikidata12k_both - [INFO] - [E:115| 1000]: Train Loss:0.00095394, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:52:35,095 - wikidata12k_both - [INFO] - [E:115| 1100]: Train Loss:0.0009542, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:53:39,331 - wikidata12k_both - [INFO] - [E:115| 1200]: Train Loss:0.00095396, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:54:43,566 - wikidata12k_both - [INFO] - [E:115| 1300]: Train Loss:0.00095416, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:55:47,808 - wikidata12k_both - [INFO] - [E:115| 1400]: Train Loss:0.00095435, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:56:52,111 - wikidata12k_both - [INFO] - [E:115| 1500]: Train Loss:0.00095474, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:57:56,217 - wikidata12k_both - [INFO] - [E:115| 1600]: Train Loss:0.00095513, Val MRR:0.44691, wikidata12k_both +2023-06-06 23:58:38,120 - wikidata12k_both - [INFO] - [Epoch:115]: Training Loss:0.0009552 + +2023-06-06 23:58:38,340 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-06 23:59:00,037 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-06 23:59:06,689 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-06 23:59:28,617 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-06 23:59:35,085 - wikidata12k_both - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.51285, Head : 0.37555, Avg : 0.4442 + +2023-06-06 23:59:35,085 - wikidata12k_both - [INFO] - [Epoch 115]: Training Loss: 0.00095519, Valid MRR: 0.44691, + + + +2023-06-06 23:59:35,741 - wikidata12k_both - [INFO] - [E:116| 0]: Train Loss:0.00096437, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:00:40,001 - wikidata12k_both - [INFO] - [E:116| 100]: Train Loss:0.00095765, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:01:44,215 - wikidata12k_both - [INFO] - [E:116| 200]: Train Loss:0.0009551, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:02:48,463 - wikidata12k_both - [INFO] - [E:116| 300]: Train Loss:0.00095382, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:03:52,614 - wikidata12k_both - [INFO] - [E:116| 400]: Train Loss:0.00095352, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:04:56,847 - wikidata12k_both - [INFO] - [E:116| 500]: Train Loss:0.00095319, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:06:00,962 - wikidata12k_both - [INFO] - [E:116| 600]: Train Loss:0.00095366, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:07:05,055 - wikidata12k_both - [INFO] - [E:116| 700]: Train Loss:0.0009538, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:08:09,378 - wikidata12k_both - [INFO] - [E:116| 800]: Train Loss:0.00095438, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:09:13,493 - wikidata12k_both - [INFO] - [E:116| 900]: Train Loss:0.0009546, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:10:17,650 - wikidata12k_both - [INFO] - [E:116| 1000]: Train Loss:0.00095483, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:11:21,793 - wikidata12k_both - [INFO] - [E:116| 1100]: Train Loss:0.00095484, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:12:25,900 - wikidata12k_both - [INFO] - [E:116| 1200]: Train Loss:0.00095471, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:13:30,024 - wikidata12k_both - [INFO] - [E:116| 1300]: Train Loss:0.00095493, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:14:34,242 - wikidata12k_both - [INFO] - [E:116| 1400]: Train Loss:0.00095512, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:15:38,473 - wikidata12k_both - [INFO] - [E:116| 1500]: Train Loss:0.00095499, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:16:42,774 - wikidata12k_both - [INFO] - [E:116| 1600]: Train Loss:0.000955, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:17:24,821 - wikidata12k_both - [INFO] - [Epoch:116]: Training Loss:0.0009549 + +2023-06-07 00:17:25,041 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 00:17:46,743 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 00:17:53,376 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 00:18:15,276 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 00:18:21,763 - wikidata12k_both - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.51689, Head : 0.3337, Avg : 0.4253 + +2023-06-07 00:18:21,764 - wikidata12k_both - [INFO] - [Epoch 116]: Training Loss: 0.00095492, Valid MRR: 0.44691, + + + +2023-06-07 00:18:22,422 - wikidata12k_both - [INFO] - [E:117| 0]: Train Loss:0.0009473, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:19:26,654 - wikidata12k_both - [INFO] - [E:117| 100]: Train Loss:0.0009538, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:20:30,990 - wikidata12k_both - [INFO] - [E:117| 200]: Train Loss:0.00095401, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:21:35,230 - wikidata12k_both - [INFO] - [E:117| 300]: Train Loss:0.00095295, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:22:39,463 - wikidata12k_both - [INFO] - [E:117| 400]: Train Loss:0.00095258, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:23:43,607 - wikidata12k_both - [INFO] - [E:117| 500]: Train Loss:0.0009528, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:24:47,741 - wikidata12k_both - [INFO] - [E:117| 600]: Train Loss:0.00095281, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:25:52,003 - wikidata12k_both - [INFO] - [E:117| 700]: Train Loss:0.0009532, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:26:56,208 - wikidata12k_both - [INFO] - [E:117| 800]: Train Loss:0.00095293, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:28:00,350 - wikidata12k_both - [INFO] - [E:117| 900]: Train Loss:0.00095329, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:29:04,537 - wikidata12k_both - [INFO] - [E:117| 1000]: Train Loss:0.00095334, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:30:08,667 - wikidata12k_both - [INFO] - [E:117| 1100]: Train Loss:0.00095366, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:31:12,802 - wikidata12k_both - [INFO] - [E:117| 1200]: Train Loss:0.00095387, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:32:17,070 - wikidata12k_both - [INFO] - [E:117| 1300]: Train Loss:0.00095363, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:33:21,286 - wikidata12k_both - [INFO] - [E:117| 1400]: Train Loss:0.00095365, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:34:25,617 - wikidata12k_both - [INFO] - [E:117| 1500]: Train Loss:0.00095386, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:35:29,829 - wikidata12k_both - [INFO] - [E:117| 1600]: Train Loss:0.00095401, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:36:11,801 - wikidata12k_both - [INFO] - [Epoch:117]: Training Loss:0.0009543 + +2023-06-07 00:36:12,021 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 00:36:33,722 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 00:36:40,352 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 00:37:02,238 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 00:37:08,711 - wikidata12k_both - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.51556, Head : 0.36334, Avg : 0.43945 + +2023-06-07 00:37:08,711 - wikidata12k_both - [INFO] - [Epoch 117]: Training Loss: 0.00095432, Valid MRR: 0.44691, + + + +2023-06-07 00:37:09,369 - wikidata12k_both - [INFO] - [E:118| 0]: Train Loss:0.00095106, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:38:13,573 - wikidata12k_both - [INFO] - [E:118| 100]: Train Loss:0.00095173, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:39:17,726 - wikidata12k_both - [INFO] - [E:118| 200]: Train Loss:0.00095608, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:40:21,942 - wikidata12k_both - [INFO] - [E:118| 300]: Train Loss:0.00095452, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:41:26,080 - wikidata12k_both - [INFO] - [E:118| 400]: Train Loss:0.00095286, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:42:30,220 - wikidata12k_both - [INFO] - [E:118| 500]: Train Loss:0.00095238, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:43:34,428 - wikidata12k_both - [INFO] - [E:118| 600]: Train Loss:0.00095274, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:44:38,573 - wikidata12k_both - [INFO] - [E:118| 700]: Train Loss:0.00095259, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:45:42,741 - wikidata12k_both - [INFO] - [E:118| 800]: Train Loss:0.0009525, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:46:46,920 - wikidata12k_both - [INFO] - [E:118| 900]: Train Loss:0.00095303, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:47:51,034 - wikidata12k_both - [INFO] - [E:118| 1000]: Train Loss:0.00095357, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:48:55,166 - wikidata12k_both - [INFO] - [E:118| 1100]: Train Loss:0.00095381, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:49:59,374 - wikidata12k_both - [INFO] - [E:118| 1200]: Train Loss:0.00095399, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:51:03,600 - wikidata12k_both - [INFO] - [E:118| 1300]: Train Loss:0.00095381, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:52:07,855 - wikidata12k_both - [INFO] - [E:118| 1400]: Train Loss:0.0009541, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:53:12,099 - wikidata12k_both - [INFO] - [E:118| 1500]: Train Loss:0.00095423, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:54:16,356 - wikidata12k_both - [INFO] - [E:118| 1600]: Train Loss:0.00095411, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:54:58,332 - wikidata12k_both - [INFO] - [Epoch:118]: Training Loss:0.000954 + +2023-06-07 00:54:58,552 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 00:55:20,277 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 00:55:26,905 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 00:55:48,777 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 00:55:55,237 - wikidata12k_both - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.51326, Head : 0.33919, Avg : 0.42622 + +2023-06-07 00:55:55,237 - wikidata12k_both - [INFO] - [Epoch 118]: Training Loss: 0.00095401, Valid MRR: 0.44691, + + + +2023-06-07 00:55:55,894 - wikidata12k_both - [INFO] - [E:119| 0]: Train Loss:0.00093828, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:57:00,031 - wikidata12k_both - [INFO] - [E:119| 100]: Train Loss:0.00094688, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:58:04,293 - wikidata12k_both - [INFO] - [E:119| 200]: Train Loss:0.00094929, Val MRR:0.44691, wikidata12k_both +2023-06-07 00:59:08,525 - wikidata12k_both - [INFO] - [E:119| 300]: Train Loss:0.0009502, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:00:12,747 - wikidata12k_both - [INFO] - [E:119| 400]: Train Loss:0.00095175, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:01:17,111 - wikidata12k_both - [INFO] - [E:119| 500]: Train Loss:0.0009516, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:02:21,321 - wikidata12k_both - [INFO] - [E:119| 600]: Train Loss:0.00095153, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:03:25,534 - wikidata12k_both - [INFO] - [E:119| 700]: Train Loss:0.00095186, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:04:29,753 - wikidata12k_both - [INFO] - [E:119| 800]: Train Loss:0.0009521, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:05:34,000 - wikidata12k_both - [INFO] - [E:119| 900]: Train Loss:0.00095324, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:06:38,181 - wikidata12k_both - [INFO] - [E:119| 1000]: Train Loss:0.00095353, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:07:42,308 - wikidata12k_both - [INFO] - [E:119| 1100]: Train Loss:0.00095407, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:08:46,473 - wikidata12k_both - [INFO] - [E:119| 1200]: Train Loss:0.00095381, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:09:50,680 - wikidata12k_both - [INFO] - [E:119| 1300]: Train Loss:0.00095374, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:10:54,772 - wikidata12k_both - [INFO] - [E:119| 1400]: Train Loss:0.00095391, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:11:58,965 - wikidata12k_both - [INFO] - [E:119| 1500]: Train Loss:0.00095387, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:13:03,205 - wikidata12k_both - [INFO] - [E:119| 1600]: Train Loss:0.00095412, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:13:45,174 - wikidata12k_both - [INFO] - [Epoch:119]: Training Loss:0.000954 + +2023-06-07 01:13:45,394 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 01:14:07,093 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 01:14:13,737 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 01:14:35,650 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 01:14:42,112 - wikidata12k_both - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.51322, Head : 0.33402, Avg : 0.42362 + MR: Tail : 750.68, Head : 693.53, Avg : 722.1 + Hit-1: Tail : 0.42479, Head : 0.21243, Avg : 0.31861 + Hit-3: Tail : 0.56324, Head : 0.40666, Avg : 0.48495 + Hit-10: Tail : 0.6699, Head : 0.57138, Avg : 0.62064 +2023-06-07 01:14:42,112 - wikidata12k_both - [INFO] - [Epoch 119]: Training Loss: 0.00095401, Valid MRR: 0.44691, + + + +2023-06-07 01:14:42,770 - wikidata12k_both - [INFO] - [E:120| 0]: Train Loss:0.0010438, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:15:47,154 - wikidata12k_both - [INFO] - [E:120| 100]: Train Loss:0.00095484, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:16:51,273 - wikidata12k_both - [INFO] - [E:120| 200]: Train Loss:0.00095185, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:17:55,389 - wikidata12k_both - [INFO] - [E:120| 300]: Train Loss:0.00095244, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:18:59,591 - wikidata12k_both - [INFO] - [E:120| 400]: Train Loss:0.00095103, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:20:03,730 - wikidata12k_both - [INFO] - [E:120| 500]: Train Loss:0.00095093, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:21:07,884 - wikidata12k_both - [INFO] - [E:120| 600]: Train Loss:0.00095168, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:22:12,087 - wikidata12k_both - [INFO] - [E:120| 700]: Train Loss:0.00095177, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:23:16,202 - wikidata12k_both - [INFO] - [E:120| 800]: Train Loss:0.00095171, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:24:20,358 - wikidata12k_both - [INFO] - [E:120| 900]: Train Loss:0.0009521, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:25:24,592 - wikidata12k_both - [INFO] - [E:120| 1000]: Train Loss:0.00095199, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:26:28,866 - wikidata12k_both - [INFO] - [E:120| 1100]: Train Loss:0.00095211, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:27:33,249 - wikidata12k_both - [INFO] - [E:120| 1200]: Train Loss:0.00095243, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:28:37,490 - wikidata12k_both - [INFO] - [E:120| 1300]: Train Loss:0.00095264, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:29:41,749 - wikidata12k_both - [INFO] - [E:120| 1400]: Train Loss:0.00095295, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:30:46,043 - wikidata12k_both - [INFO] - [E:120| 1500]: Train Loss:0.00095271, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:31:50,245 - wikidata12k_both - [INFO] - [E:120| 1600]: Train Loss:0.00095278, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:32:32,237 - wikidata12k_both - [INFO] - [Epoch:120]: Training Loss:0.000953 + +2023-06-07 01:32:32,457 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 01:32:54,148 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 01:33:00,780 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 01:33:22,792 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 01:33:29,261 - wikidata12k_both - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.51345, Head : 0.37249, Avg : 0.44297 + +2023-06-07 01:33:29,261 - wikidata12k_both - [INFO] - [Epoch 120]: Training Loss: 0.00095303, Valid MRR: 0.44691, + + + +2023-06-07 01:33:29,916 - wikidata12k_both - [INFO] - [E:121| 0]: Train Loss:0.00096804, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:34:34,051 - wikidata12k_both - [INFO] - [E:121| 100]: Train Loss:0.00095693, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:35:38,266 - wikidata12k_both - [INFO] - [E:121| 200]: Train Loss:0.0009553, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:36:42,564 - wikidata12k_both - [INFO] - [E:121| 300]: Train Loss:0.00095387, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:37:46,686 - wikidata12k_both - [INFO] - [E:121| 400]: Train Loss:0.00095415, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:38:50,833 - wikidata12k_both - [INFO] - [E:121| 500]: Train Loss:0.00095338, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:39:55,060 - wikidata12k_both - [INFO] - [E:121| 600]: Train Loss:0.00095299, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:40:59,341 - wikidata12k_both - [INFO] - [E:121| 700]: Train Loss:0.00095279, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:42:03,519 - wikidata12k_both - [INFO] - [E:121| 800]: Train Loss:0.00095284, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:43:07,821 - wikidata12k_both - [INFO] - [E:121| 900]: Train Loss:0.00095314, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:44:12,100 - wikidata12k_both - [INFO] - [E:121| 1000]: Train Loss:0.00095316, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:45:16,418 - wikidata12k_both - [INFO] - [E:121| 1100]: Train Loss:0.00095308, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:46:20,579 - wikidata12k_both - [INFO] - [E:121| 1200]: Train Loss:0.00095333, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:47:24,719 - wikidata12k_both - [INFO] - [E:121| 1300]: Train Loss:0.00095334, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:48:28,984 - wikidata12k_both - [INFO] - [E:121| 1400]: Train Loss:0.00095336, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:49:33,138 - wikidata12k_both - [INFO] - [E:121| 1500]: Train Loss:0.00095335, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:50:37,311 - wikidata12k_both - [INFO] - [E:121| 1600]: Train Loss:0.00095326, Val MRR:0.44691, wikidata12k_both +2023-06-07 01:51:19,358 - wikidata12k_both - [INFO] - [Epoch:121]: Training Loss:0.0009533 + +2023-06-07 01:51:19,578 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 01:51:41,271 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 01:51:47,904 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 01:52:09,807 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 01:52:16,282 - wikidata12k_both - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.5162, Head : 0.38203, Avg : 0.44912 + +2023-06-07 01:52:17,208 - wikidata12k_both - [INFO] - [Epoch 121]: Training Loss: 0.00095326, Valid MRR: 0.44912, + + + +2023-06-07 01:52:17,868 - wikidata12k_both - [INFO] - [E:122| 0]: Train Loss:0.00092182, Val MRR:0.44912, wikidata12k_both +2023-06-07 01:53:22,015 - wikidata12k_both - [INFO] - [E:122| 100]: Train Loss:0.0009493, Val MRR:0.44912, wikidata12k_both +2023-06-07 01:54:26,161 - wikidata12k_both - [INFO] - [E:122| 200]: Train Loss:0.00095087, Val MRR:0.44912, wikidata12k_both +2023-06-07 01:55:30,341 - wikidata12k_both - [INFO] - [E:122| 300]: Train Loss:0.00095048, Val MRR:0.44912, wikidata12k_both +2023-06-07 01:56:34,515 - wikidata12k_both - [INFO] - [E:122| 400]: Train Loss:0.00095052, Val MRR:0.44912, wikidata12k_both +2023-06-07 01:57:38,766 - wikidata12k_both - [INFO] - [E:122| 500]: Train Loss:0.0009509, Val MRR:0.44912, wikidata12k_both +2023-06-07 01:58:42,856 - wikidata12k_both - [INFO] - [E:122| 600]: Train Loss:0.00095104, Val MRR:0.44912, wikidata12k_both +2023-06-07 01:59:47,024 - wikidata12k_both - [INFO] - [E:122| 700]: Train Loss:0.00095182, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:00:51,312 - wikidata12k_both - [INFO] - [E:122| 800]: Train Loss:0.00095163, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:01:55,597 - wikidata12k_both - [INFO] - [E:122| 900]: Train Loss:0.00095179, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:02:59,871 - wikidata12k_both - [INFO] - [E:122| 1000]: Train Loss:0.00095169, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:04:03,981 - wikidata12k_both - [INFO] - [E:122| 1100]: Train Loss:0.00095182, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:05:08,098 - wikidata12k_both - [INFO] - [E:122| 1200]: Train Loss:0.00095181, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:06:12,385 - wikidata12k_both - [INFO] - [E:122| 1300]: Train Loss:0.00095195, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:07:16,580 - wikidata12k_both - [INFO] - [E:122| 1400]: Train Loss:0.00095222, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:08:20,814 - wikidata12k_both - [INFO] - [E:122| 1500]: Train Loss:0.0009524, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:09:24,988 - wikidata12k_both - [INFO] - [E:122| 1600]: Train Loss:0.00095234, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:10:06,888 - wikidata12k_both - [INFO] - [Epoch:122]: Training Loss:0.0009524 + +2023-06-07 02:10:07,108 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 02:10:28,803 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 02:10:35,430 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 02:10:57,314 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 02:11:03,775 - wikidata12k_both - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.5176, Head : 0.34966, Avg : 0.43363 + +2023-06-07 02:11:03,776 - wikidata12k_both - [INFO] - [Epoch 122]: Training Loss: 0.00095239, Valid MRR: 0.44912, + + + +2023-06-07 02:11:04,432 - wikidata12k_both - [INFO] - [E:123| 0]: Train Loss:0.00092738, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:12:08,628 - wikidata12k_both - [INFO] - [E:123| 100]: Train Loss:0.00094876, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:13:12,760 - wikidata12k_both - [INFO] - [E:123| 200]: Train Loss:0.00094993, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:14:16,895 - wikidata12k_both - [INFO] - [E:123| 300]: Train Loss:0.0009512, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:15:21,254 - wikidata12k_both - [INFO] - [E:123| 400]: Train Loss:0.00095247, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:16:25,497 - wikidata12k_both - [INFO] - [E:123| 500]: Train Loss:0.00095302, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:17:29,797 - wikidata12k_both - [INFO] - [E:123| 600]: Train Loss:0.00095232, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:18:33,981 - wikidata12k_both - [INFO] - [E:123| 700]: Train Loss:0.00095235, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:19:38,237 - wikidata12k_both - [INFO] - [E:123| 800]: Train Loss:0.00095286, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:20:42,467 - wikidata12k_both - [INFO] - [E:123| 900]: Train Loss:0.00095228, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:21:46,622 - wikidata12k_both - [INFO] - [E:123| 1000]: Train Loss:0.0009519, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:22:50,810 - wikidata12k_both - [INFO] - [E:123| 1100]: Train Loss:0.00095236, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:23:55,067 - wikidata12k_both - [INFO] - [E:123| 1200]: Train Loss:0.00095242, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:24:59,294 - wikidata12k_both - [INFO] - [E:123| 1300]: Train Loss:0.00095233, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:26:03,588 - wikidata12k_both - [INFO] - [E:123| 1400]: Train Loss:0.00095257, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:27:07,882 - wikidata12k_both - [INFO] - [E:123| 1500]: Train Loss:0.00095259, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:28:12,183 - wikidata12k_both - [INFO] - [E:123| 1600]: Train Loss:0.00095294, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:28:54,148 - wikidata12k_both - [INFO] - [Epoch:123]: Training Loss:0.0009528 + +2023-06-07 02:28:54,368 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 02:29:16,163 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 02:29:22,799 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 02:29:44,699 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 02:29:51,170 - wikidata12k_both - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.51983, Head : 0.36417, Avg : 0.442 + +2023-06-07 02:29:51,170 - wikidata12k_both - [INFO] - [Epoch 123]: Training Loss: 0.00095276, Valid MRR: 0.44912, + + + +2023-06-07 02:29:51,827 - wikidata12k_both - [INFO] - [E:124| 0]: Train Loss:0.0009599, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:30:56,134 - wikidata12k_both - [INFO] - [E:124| 100]: Train Loss:0.00095331, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:32:00,486 - wikidata12k_both - [INFO] - [E:124| 200]: Train Loss:0.0009505, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:33:04,655 - wikidata12k_both - [INFO] - [E:124| 300]: Train Loss:0.00095087, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:34:08,819 - wikidata12k_both - [INFO] - [E:124| 400]: Train Loss:0.00095063, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:35:13,050 - wikidata12k_both - [INFO] - [E:124| 500]: Train Loss:0.00095071, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:36:17,192 - wikidata12k_both - [INFO] - [E:124| 600]: Train Loss:0.00095091, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:37:21,389 - wikidata12k_both - [INFO] - [E:124| 700]: Train Loss:0.00095102, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:38:25,712 - wikidata12k_both - [INFO] - [E:124| 800]: Train Loss:0.00095106, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:39:30,018 - wikidata12k_both - [INFO] - [E:124| 900]: Train Loss:0.00095122, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:40:34,352 - wikidata12k_both - [INFO] - [E:124| 1000]: Train Loss:0.00095131, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:41:38,608 - wikidata12k_both - [INFO] - [E:124| 1100]: Train Loss:0.00095127, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:42:42,797 - wikidata12k_both - [INFO] - [E:124| 1200]: Train Loss:0.00095136, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:43:47,083 - wikidata12k_both - [INFO] - [E:124| 1300]: Train Loss:0.00095141, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:44:51,418 - wikidata12k_both - [INFO] - [E:124| 1400]: Train Loss:0.00095148, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:45:55,744 - wikidata12k_both - [INFO] - [E:124| 1500]: Train Loss:0.00095141, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:47:00,220 - wikidata12k_both - [INFO] - [E:124| 1600]: Train Loss:0.00095149, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:47:42,252 - wikidata12k_both - [INFO] - [Epoch:124]: Training Loss:0.0009515 + +2023-06-07 02:47:42,472 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 02:48:04,202 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 02:48:10,853 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 02:48:32,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 02:48:39,280 - wikidata12k_both - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.51681, Head : 0.36364, Avg : 0.44022 + +2023-06-07 02:48:39,280 - wikidata12k_both - [INFO] - [Epoch 124]: Training Loss: 0.00095152, Valid MRR: 0.44912, + + + +2023-06-07 02:48:39,940 - wikidata12k_both - [INFO] - [E:125| 0]: Train Loss:0.00095004, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:49:44,292 - wikidata12k_both - [INFO] - [E:125| 100]: Train Loss:0.00095038, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:50:48,609 - wikidata12k_both - [INFO] - [E:125| 200]: Train Loss:0.00095107, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:51:52,937 - wikidata12k_both - [INFO] - [E:125| 300]: Train Loss:0.00095081, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:52:57,262 - wikidata12k_both - [INFO] - [E:125| 400]: Train Loss:0.00095017, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:54:01,492 - wikidata12k_both - [INFO] - [E:125| 500]: Train Loss:0.00095089, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:55:05,746 - wikidata12k_both - [INFO] - [E:125| 600]: Train Loss:0.00095049, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:56:10,136 - wikidata12k_both - [INFO] - [E:125| 700]: Train Loss:0.00095071, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:57:14,453 - wikidata12k_both - [INFO] - [E:125| 800]: Train Loss:0.000951, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:58:18,779 - wikidata12k_both - [INFO] - [E:125| 900]: Train Loss:0.00095073, Val MRR:0.44912, wikidata12k_both +2023-06-07 02:59:23,218 - wikidata12k_both - [INFO] - [E:125| 1000]: Train Loss:0.00095078, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:00:27,498 - wikidata12k_both - [INFO] - [E:125| 1100]: Train Loss:0.00095066, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:01:31,806 - wikidata12k_both - [INFO] - [E:125| 1200]: Train Loss:0.00095094, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:02:36,052 - wikidata12k_both - [INFO] - [E:125| 1300]: Train Loss:0.00095094, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:03:40,314 - wikidata12k_both - [INFO] - [E:125| 1400]: Train Loss:0.00095093, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:04:44,634 - wikidata12k_both - [INFO] - [E:125| 1500]: Train Loss:0.00095109, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:05:48,890 - wikidata12k_both - [INFO] - [E:125| 1600]: Train Loss:0.00095134, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:06:30,909 - wikidata12k_both - [INFO] - [Epoch:125]: Training Loss:0.0009513 + +2023-06-07 03:06:31,128 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 03:06:52,852 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 03:06:59,484 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 03:07:21,465 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 03:07:27,963 - wikidata12k_both - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.51718, Head : 0.34738, Avg : 0.43228 + +2023-06-07 03:07:27,963 - wikidata12k_both - [INFO] - [Epoch 125]: Training Loss: 0.00095127, Valid MRR: 0.44912, + + + +2023-06-07 03:07:28,620 - wikidata12k_both - [INFO] - [E:126| 0]: Train Loss:0.00096262, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:08:32,960 - wikidata12k_both - [INFO] - [E:126| 100]: Train Loss:0.0009535, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:09:37,316 - wikidata12k_both - [INFO] - [E:126| 200]: Train Loss:0.00095052, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:10:41,658 - wikidata12k_both - [INFO] - [E:126| 300]: Train Loss:0.00095061, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:11:45,895 - wikidata12k_both - [INFO] - [E:126| 400]: Train Loss:0.00094978, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:12:50,211 - wikidata12k_both - [INFO] - [E:126| 500]: Train Loss:0.00095, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:13:54,597 - wikidata12k_both - [INFO] - [E:126| 600]: Train Loss:0.00095051, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:14:58,869 - wikidata12k_both - [INFO] - [E:126| 700]: Train Loss:0.00095027, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:16:03,163 - wikidata12k_both - [INFO] - [E:126| 800]: Train Loss:0.00095106, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:17:07,583 - wikidata12k_both - [INFO] - [E:126| 900]: Train Loss:0.00095162, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:18:11,881 - wikidata12k_both - [INFO] - [E:126| 1000]: Train Loss:0.00095153, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:19:16,226 - wikidata12k_both - [INFO] - [E:126| 1100]: Train Loss:0.00095174, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:20:20,494 - wikidata12k_both - [INFO] - [E:126| 1200]: Train Loss:0.00095186, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:21:24,770 - wikidata12k_both - [INFO] - [E:126| 1300]: Train Loss:0.00095195, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:22:29,094 - wikidata12k_both - [INFO] - [E:126| 1400]: Train Loss:0.00095156, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:23:33,369 - wikidata12k_both - [INFO] - [E:126| 1500]: Train Loss:0.00095144, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:24:37,657 - wikidata12k_both - [INFO] - [E:126| 1600]: Train Loss:0.00095101, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:25:19,735 - wikidata12k_both - [INFO] - [Epoch:126]: Training Loss:0.0009512 + +2023-06-07 03:25:19,955 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 03:25:41,687 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 03:25:48,329 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 03:26:10,268 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 03:26:16,763 - wikidata12k_both - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.52025, Head : 0.34901, Avg : 0.43463 + +2023-06-07 03:26:16,763 - wikidata12k_both - [INFO] - [Epoch 126]: Training Loss: 0.00095124, Valid MRR: 0.44912, + + + +2023-06-07 03:26:17,422 - wikidata12k_both - [INFO] - [E:127| 0]: Train Loss:0.00094297, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:27:21,762 - wikidata12k_both - [INFO] - [E:127| 100]: Train Loss:0.00095263, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:28:26,109 - wikidata12k_both - [INFO] - [E:127| 200]: Train Loss:0.00094941, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:29:30,398 - wikidata12k_both - [INFO] - [E:127| 300]: Train Loss:0.00095047, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:30:35,156 - wikidata12k_both - [INFO] - [E:127| 400]: Train Loss:0.00095066, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:31:39,641 - wikidata12k_both - [INFO] - [E:127| 500]: Train Loss:0.00095151, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:32:44,007 - wikidata12k_both - [INFO] - [E:127| 600]: Train Loss:0.00095153, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:33:48,290 - wikidata12k_both - [INFO] - [E:127| 700]: Train Loss:0.0009517, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:34:52,608 - wikidata12k_both - [INFO] - [E:127| 800]: Train Loss:0.00095232, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:35:56,918 - wikidata12k_both - [INFO] - [E:127| 900]: Train Loss:0.00095212, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:37:01,369 - wikidata12k_both - [INFO] - [E:127| 1000]: Train Loss:0.00095204, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:38:05,693 - wikidata12k_both - [INFO] - [E:127| 1100]: Train Loss:0.00095168, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:39:10,051 - wikidata12k_both - [INFO] - [E:127| 1200]: Train Loss:0.00095144, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:40:14,437 - wikidata12k_both - [INFO] - [E:127| 1300]: Train Loss:0.00095121, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:41:18,811 - wikidata12k_both - [INFO] - [E:127| 1400]: Train Loss:0.00095107, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:42:23,194 - wikidata12k_both - [INFO] - [E:127| 1500]: Train Loss:0.00095117, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:43:27,573 - wikidata12k_both - [INFO] - [E:127| 1600]: Train Loss:0.00095112, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:44:09,566 - wikidata12k_both - [INFO] - [Epoch:127]: Training Loss:0.0009512 + +2023-06-07 03:44:09,786 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 03:44:31,530 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 03:44:38,171 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 03:45:00,096 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 03:45:06,573 - wikidata12k_both - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.51538, Head : 0.33685, Avg : 0.42611 + +2023-06-07 03:45:06,574 - wikidata12k_both - [INFO] - [Epoch 127]: Training Loss: 0.0009512, Valid MRR: 0.44912, + + + +2023-06-07 03:45:07,232 - wikidata12k_both - [INFO] - [E:128| 0]: Train Loss:0.00091513, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:46:11,610 - wikidata12k_both - [INFO] - [E:128| 100]: Train Loss:0.00095121, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:47:15,912 - wikidata12k_both - [INFO] - [E:128| 200]: Train Loss:0.00095077, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:48:20,233 - wikidata12k_both - [INFO] - [E:128| 300]: Train Loss:0.00094952, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:49:24,524 - wikidata12k_both - [INFO] - [E:128| 400]: Train Loss:0.00094929, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:50:28,822 - wikidata12k_both - [INFO] - [E:128| 500]: Train Loss:0.00094967, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:51:33,189 - wikidata12k_both - [INFO] - [E:128| 600]: Train Loss:0.00095009, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:52:37,519 - wikidata12k_both - [INFO] - [E:128| 700]: Train Loss:0.00095021, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:53:41,874 - wikidata12k_both - [INFO] - [E:128| 800]: Train Loss:0.00094987, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:54:46,201 - wikidata12k_both - [INFO] - [E:128| 900]: Train Loss:0.00095013, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:55:50,495 - wikidata12k_both - [INFO] - [E:128| 1000]: Train Loss:0.0009505, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:56:54,770 - wikidata12k_both - [INFO] - [E:128| 1100]: Train Loss:0.00095033, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:57:59,170 - wikidata12k_both - [INFO] - [E:128| 1200]: Train Loss:0.00095036, Val MRR:0.44912, wikidata12k_both +2023-06-07 03:59:03,514 - wikidata12k_both - [INFO] - [E:128| 1300]: Train Loss:0.00095045, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:00:07,863 - wikidata12k_both - [INFO] - [E:128| 1400]: Train Loss:0.0009508, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:01:12,294 - wikidata12k_both - [INFO] - [E:128| 1500]: Train Loss:0.00095107, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:02:16,696 - wikidata12k_both - [INFO] - [E:128| 1600]: Train Loss:0.00095115, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:02:58,778 - wikidata12k_both - [INFO] - [Epoch:128]: Training Loss:0.0009516 + +2023-06-07 04:02:58,998 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 04:03:20,831 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 04:03:27,494 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 04:03:49,437 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 04:03:55,973 - wikidata12k_both - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.51757, Head : 0.37513, Avg : 0.44635 + +2023-06-07 04:03:55,973 - wikidata12k_both - [INFO] - [Epoch 128]: Training Loss: 0.00095157, Valid MRR: 0.44912, + + + +2023-06-07 04:03:56,631 - wikidata12k_both - [INFO] - [E:129| 0]: Train Loss:0.00094249, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:05:00,978 - wikidata12k_both - [INFO] - [E:129| 100]: Train Loss:0.00095247, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:06:05,310 - wikidata12k_both - [INFO] - [E:129| 200]: Train Loss:0.00095124, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:07:09,706 - wikidata12k_both - [INFO] - [E:129| 300]: Train Loss:0.00095141, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:08:14,006 - wikidata12k_both - [INFO] - [E:129| 400]: Train Loss:0.00095036, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:09:18,337 - wikidata12k_both - [INFO] - [E:129| 500]: Train Loss:0.00095016, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:10:22,700 - wikidata12k_both - [INFO] - [E:129| 600]: Train Loss:0.00094991, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:11:27,030 - wikidata12k_both - [INFO] - [E:129| 700]: Train Loss:0.00094995, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:12:31,484 - wikidata12k_both - [INFO] - [E:129| 800]: Train Loss:0.00095048, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:13:35,870 - wikidata12k_both - [INFO] - [E:129| 900]: Train Loss:0.00095092, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:14:40,252 - wikidata12k_both - [INFO] - [E:129| 1000]: Train Loss:0.00095128, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:15:44,682 - wikidata12k_both - [INFO] - [E:129| 1100]: Train Loss:0.00095129, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:16:49,051 - wikidata12k_both - [INFO] - [E:129| 1200]: Train Loss:0.00095113, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:17:53,473 - wikidata12k_both - [INFO] - [E:129| 1300]: Train Loss:0.00095115, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:18:57,886 - wikidata12k_both - [INFO] - [E:129| 1400]: Train Loss:0.00095119, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:20:02,331 - wikidata12k_both - [INFO] - [E:129| 1500]: Train Loss:0.00095132, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:21:06,748 - wikidata12k_both - [INFO] - [E:129| 1600]: Train Loss:0.00095123, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:21:48,815 - wikidata12k_both - [INFO] - [Epoch:129]: Training Loss:0.0009515 + +2023-06-07 04:21:49,036 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 04:22:10,810 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 04:22:17,471 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 04:22:39,446 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 04:22:45,938 - wikidata12k_both - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.52216, Head : 0.37346, Avg : 0.44781 + MR: Tail : 752.4, Head : 713.57, Avg : 732.99 + Hit-1: Tail : 0.43706, Head : 0.27821, Avg : 0.35763 + Hit-3: Tail : 0.57245, Head : 0.41539, Avg : 0.49392 + Hit-10: Tail : 0.6757, Head : 0.57509, Avg : 0.6254 +2023-06-07 04:22:45,938 - wikidata12k_both - [INFO] - [Epoch 129]: Training Loss: 0.0009515, Valid MRR: 0.44912, + + + +2023-06-07 04:22:46,595 - wikidata12k_both - [INFO] - [E:130| 0]: Train Loss:0.00092077, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:23:50,982 - wikidata12k_both - [INFO] - [E:130| 100]: Train Loss:0.00094553, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:24:55,466 - wikidata12k_both - [INFO] - [E:130| 200]: Train Loss:0.00094591, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:25:59,880 - wikidata12k_both - [INFO] - [E:130| 300]: Train Loss:0.0009476, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:27:04,353 - wikidata12k_both - [INFO] - [E:130| 400]: Train Loss:0.00094964, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:28:08,742 - wikidata12k_both - [INFO] - [E:130| 500]: Train Loss:0.00094934, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:29:13,163 - wikidata12k_both - [INFO] - [E:130| 600]: Train Loss:0.00095014, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:30:17,599 - wikidata12k_both - [INFO] - [E:130| 700]: Train Loss:0.00094989, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:31:21,995 - wikidata12k_both - [INFO] - [E:130| 800]: Train Loss:0.00095034, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:32:26,493 - wikidata12k_both - [INFO] - [E:130| 900]: Train Loss:0.00094992, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:33:30,955 - wikidata12k_both - [INFO] - [E:130| 1000]: Train Loss:0.00094965, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:34:35,320 - wikidata12k_both - [INFO] - [E:130| 1100]: Train Loss:0.00094964, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:35:39,692 - wikidata12k_both - [INFO] - [E:130| 1200]: Train Loss:0.00094959, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:36:44,119 - wikidata12k_both - [INFO] - [E:130| 1300]: Train Loss:0.00094955, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:37:48,523 - wikidata12k_both - [INFO] - [E:130| 1400]: Train Loss:0.00094977, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:38:52,925 - wikidata12k_both - [INFO] - [E:130| 1500]: Train Loss:0.00094985, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:39:57,364 - wikidata12k_both - [INFO] - [E:130| 1600]: Train Loss:0.00095002, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:40:39,440 - wikidata12k_both - [INFO] - [Epoch:130]: Training Loss:0.0009499 + +2023-06-07 04:40:39,661 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 04:41:01,419 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 04:41:08,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 04:41:30,028 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 04:41:36,508 - wikidata12k_both - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.52142, Head : 0.36096, Avg : 0.44119 + +2023-06-07 04:41:36,508 - wikidata12k_both - [INFO] - [Epoch 130]: Training Loss: 0.00094987, Valid MRR: 0.44912, + + + +2023-06-07 04:41:37,166 - wikidata12k_both - [INFO] - [E:131| 0]: Train Loss:0.00093603, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:42:41,650 - wikidata12k_both - [INFO] - [E:131| 100]: Train Loss:0.0009486, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:43:46,000 - wikidata12k_both - [INFO] - [E:131| 200]: Train Loss:0.00094992, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:44:50,485 - wikidata12k_both - [INFO] - [E:131| 300]: Train Loss:0.00094843, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:45:54,899 - wikidata12k_both - [INFO] - [E:131| 400]: Train Loss:0.00094895, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:46:59,357 - wikidata12k_both - [INFO] - [E:131| 500]: Train Loss:0.00094975, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:48:03,804 - wikidata12k_both - [INFO] - [E:131| 600]: Train Loss:0.00094998, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:49:08,228 - wikidata12k_both - [INFO] - [E:131| 700]: Train Loss:0.00094929, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:50:12,592 - wikidata12k_both - [INFO] - [E:131| 800]: Train Loss:0.00094933, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:51:17,039 - wikidata12k_both - [INFO] - [E:131| 900]: Train Loss:0.00094978, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:52:21,487 - wikidata12k_both - [INFO] - [E:131| 1000]: Train Loss:0.00095001, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:53:25,869 - wikidata12k_both - [INFO] - [E:131| 1100]: Train Loss:0.0009502, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:54:30,365 - wikidata12k_both - [INFO] - [E:131| 1200]: Train Loss:0.00095005, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:55:34,740 - wikidata12k_both - [INFO] - [E:131| 1300]: Train Loss:0.00094988, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:56:39,243 - wikidata12k_both - [INFO] - [E:131| 1400]: Train Loss:0.00095001, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:57:43,672 - wikidata12k_both - [INFO] - [E:131| 1500]: Train Loss:0.00095003, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:58:48,119 - wikidata12k_both - [INFO] - [E:131| 1600]: Train Loss:0.0009498, Val MRR:0.44912, wikidata12k_both +2023-06-07 04:59:30,180 - wikidata12k_both - [INFO] - [Epoch:131]: Training Loss:0.0009497 + +2023-06-07 04:59:30,402 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 04:59:52,205 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 04:59:58,850 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 05:00:20,817 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 05:00:27,297 - wikidata12k_both - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.51894, Head : 0.36353, Avg : 0.44124 + +2023-06-07 05:00:27,297 - wikidata12k_both - [INFO] - [Epoch 131]: Training Loss: 0.00094973, Valid MRR: 0.44912, + + + +2023-06-07 05:00:27,957 - wikidata12k_both - [INFO] - [E:132| 0]: Train Loss:0.00092706, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:01:32,332 - wikidata12k_both - [INFO] - [E:132| 100]: Train Loss:0.00094768, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:02:36,760 - wikidata12k_both - [INFO] - [E:132| 200]: Train Loss:0.00094832, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:03:41,202 - wikidata12k_both - [INFO] - [E:132| 300]: Train Loss:0.00094897, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:04:45,646 - wikidata12k_both - [INFO] - [E:132| 400]: Train Loss:0.00094996, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:05:50,082 - wikidata12k_both - [INFO] - [E:132| 500]: Train Loss:0.00094982, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:06:54,436 - wikidata12k_both - [INFO] - [E:132| 600]: Train Loss:0.00094933, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:07:58,804 - wikidata12k_both - [INFO] - [E:132| 700]: Train Loss:0.00094914, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:09:03,386 - wikidata12k_both - [INFO] - [E:132| 800]: Train Loss:0.00094922, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:10:07,792 - wikidata12k_both - [INFO] - [E:132| 900]: Train Loss:0.00094914, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:11:12,216 - wikidata12k_both - [INFO] - [E:132| 1000]: Train Loss:0.00094929, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:12:16,664 - wikidata12k_both - [INFO] - [E:132| 1100]: Train Loss:0.00094919, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:13:21,040 - wikidata12k_both - [INFO] - [E:132| 1200]: Train Loss:0.00094917, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:14:25,473 - wikidata12k_both - [INFO] - [E:132| 1300]: Train Loss:0.00094928, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:15:29,942 - wikidata12k_both - [INFO] - [E:132| 1400]: Train Loss:0.00094926, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:16:34,383 - wikidata12k_both - [INFO] - [E:132| 1500]: Train Loss:0.00094939, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:17:38,910 - wikidata12k_both - [INFO] - [E:132| 1600]: Train Loss:0.00094931, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:18:21,015 - wikidata12k_both - [INFO] - [Epoch:132]: Training Loss:0.0009494 + +2023-06-07 05:18:21,236 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 05:18:43,025 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 05:18:49,691 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 05:19:11,687 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 05:19:18,204 - wikidata12k_both - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.52177, Head : 0.33147, Avg : 0.42662 + +2023-06-07 05:19:18,204 - wikidata12k_both - [INFO] - [Epoch 132]: Training Loss: 0.00094935, Valid MRR: 0.44912, + + + +2023-06-07 05:19:18,862 - wikidata12k_both - [INFO] - [E:133| 0]: Train Loss:0.00094369, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:20:23,374 - wikidata12k_both - [INFO] - [E:133| 100]: Train Loss:0.00094823, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:21:27,785 - wikidata12k_both - [INFO] - [E:133| 200]: Train Loss:0.00094696, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:22:32,228 - wikidata12k_both - [INFO] - [E:133| 300]: Train Loss:0.00094673, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:23:36,716 - wikidata12k_both - [INFO] - [E:133| 400]: Train Loss:0.00094663, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:24:41,086 - wikidata12k_both - [INFO] - [E:133| 500]: Train Loss:0.00094668, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:25:45,529 - wikidata12k_both - [INFO] - [E:133| 600]: Train Loss:0.00094679, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:26:49,972 - wikidata12k_both - [INFO] - [E:133| 700]: Train Loss:0.00094787, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:27:54,379 - wikidata12k_both - [INFO] - [E:133| 800]: Train Loss:0.00094824, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:28:58,775 - wikidata12k_both - [INFO] - [E:133| 900]: Train Loss:0.00094822, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:30:03,251 - wikidata12k_both - [INFO] - [E:133| 1000]: Train Loss:0.00094816, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:31:07,645 - wikidata12k_both - [INFO] - [E:133| 1100]: Train Loss:0.00094847, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:32:12,076 - wikidata12k_both - [INFO] - [E:133| 1200]: Train Loss:0.00094873, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:33:16,506 - wikidata12k_both - [INFO] - [E:133| 1300]: Train Loss:0.00094872, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:34:20,935 - wikidata12k_both - [INFO] - [E:133| 1400]: Train Loss:0.00094904, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:35:25,389 - wikidata12k_both - [INFO] - [E:133| 1500]: Train Loss:0.00094929, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:36:29,803 - wikidata12k_both - [INFO] - [E:133| 1600]: Train Loss:0.00094931, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:37:11,896 - wikidata12k_both - [INFO] - [Epoch:133]: Training Loss:0.0009494 + +2023-06-07 05:37:12,117 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 05:37:33,911 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 05:37:40,564 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 05:38:02,571 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 05:38:09,104 - wikidata12k_both - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.51883, Head : 0.33359, Avg : 0.42621 + +2023-06-07 05:38:09,104 - wikidata12k_both - [INFO] - [Epoch 133]: Training Loss: 0.00094936, Valid MRR: 0.44912, + + + +2023-06-07 05:38:09,766 - wikidata12k_both - [INFO] - [E:134| 0]: Train Loss:0.00093552, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:39:14,194 - wikidata12k_both - [INFO] - [E:134| 100]: Train Loss:0.00095024, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:40:18,644 - wikidata12k_both - [INFO] - [E:134| 200]: Train Loss:0.00094927, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:41:23,081 - wikidata12k_both - [INFO] - [E:134| 300]: Train Loss:0.00094881, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:42:27,433 - wikidata12k_both - [INFO] - [E:134| 400]: Train Loss:0.00094862, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:43:31,858 - wikidata12k_both - [INFO] - [E:134| 500]: Train Loss:0.00094843, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:45:03,133 - wikidata12k_both - [INFO] - [E:134| 600]: Train Loss:0.00094832, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:47:17,576 - wikidata12k_both - [INFO] - [E:134| 700]: Train Loss:0.00094836, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:49:27,307 - wikidata12k_both - [INFO] - [E:134| 800]: Train Loss:0.00094879, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:51:37,481 - wikidata12k_both - [INFO] - [E:134| 900]: Train Loss:0.00094913, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:53:50,913 - wikidata12k_both - [INFO] - [E:134| 1000]: Train Loss:0.00094917, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:56:01,004 - wikidata12k_both - [INFO] - [E:134| 1100]: Train Loss:0.00094928, Val MRR:0.44912, wikidata12k_both +2023-06-07 05:58:10,765 - wikidata12k_both - [INFO] - [E:134| 1200]: Train Loss:0.00094943, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:00:24,362 - wikidata12k_both - [INFO] - [E:134| 1300]: Train Loss:0.00094951, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:01:50,409 - wikidata12k_both - [INFO] - [E:134| 1400]: Train Loss:0.0009493, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:02:54,895 - wikidata12k_both - [INFO] - [E:134| 1500]: Train Loss:0.00094918, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:03:59,312 - wikidata12k_both - [INFO] - [E:134| 1600]: Train Loss:0.00094958, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:04:41,369 - wikidata12k_both - [INFO] - [Epoch:134]: Training Loss:0.0009493 + +2023-06-07 06:04:41,590 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 06:05:03,381 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 06:05:10,040 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 06:05:32,048 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 06:05:38,570 - wikidata12k_both - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.51641, Head : 0.35712, Avg : 0.43677 + +2023-06-07 06:05:38,570 - wikidata12k_both - [INFO] - [Epoch 134]: Training Loss: 0.00094934, Valid MRR: 0.44912, + + + +2023-06-07 06:05:39,227 - wikidata12k_both - [INFO] - [E:135| 0]: Train Loss:0.00093801, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:06:43,607 - wikidata12k_both - [INFO] - [E:135| 100]: Train Loss:0.00094731, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:07:48,034 - wikidata12k_both - [INFO] - [E:135| 200]: Train Loss:0.00094689, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:08:52,567 - wikidata12k_both - [INFO] - [E:135| 300]: Train Loss:0.00094728, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:09:56,929 - wikidata12k_both - [INFO] - [E:135| 400]: Train Loss:0.00094772, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:11:01,353 - wikidata12k_both - [INFO] - [E:135| 500]: Train Loss:0.00094727, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:12:05,771 - wikidata12k_both - [INFO] - [E:135| 600]: Train Loss:0.00094788, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:13:10,169 - wikidata12k_both - [INFO] - [E:135| 700]: Train Loss:0.00094793, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:14:22,981 - wikidata12k_both - [INFO] - [E:135| 800]: Train Loss:0.00094821, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:15:41,577 - wikidata12k_both - [INFO] - [E:135| 900]: Train Loss:0.00094819, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:16:51,792 - wikidata12k_both - [INFO] - [E:135| 1000]: Train Loss:0.00094809, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:17:57,992 - wikidata12k_both - [INFO] - [E:135| 1100]: Train Loss:0.00094782, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:19:16,830 - wikidata12k_both - [INFO] - [E:135| 1200]: Train Loss:0.00094832, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:20:33,378 - wikidata12k_both - [INFO] - [E:135| 1300]: Train Loss:0.00094829, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:21:37,770 - wikidata12k_both - [INFO] - [E:135| 1400]: Train Loss:0.00094819, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:22:42,142 - wikidata12k_both - [INFO] - [E:135| 1500]: Train Loss:0.00094831, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:23:46,553 - wikidata12k_both - [INFO] - [E:135| 1600]: Train Loss:0.00094849, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:24:28,619 - wikidata12k_both - [INFO] - [Epoch:135]: Training Loss:0.0009486 + +2023-06-07 06:24:28,839 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 06:24:50,602 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 06:24:57,251 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 06:25:19,227 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 06:25:25,715 - wikidata12k_both - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.52277, Head : 0.35533, Avg : 0.43905 + +2023-06-07 06:25:25,715 - wikidata12k_both - [INFO] - [Epoch 135]: Training Loss: 0.0009486, Valid MRR: 0.44912, + + + +2023-06-07 06:25:26,373 - wikidata12k_both - [INFO] - [E:136| 0]: Train Loss:0.00094788, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:26:30,855 - wikidata12k_both - [INFO] - [E:136| 100]: Train Loss:0.0009516, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:27:35,250 - wikidata12k_both - [INFO] - [E:136| 200]: Train Loss:0.00094877, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:28:39,712 - wikidata12k_both - [INFO] - [E:136| 300]: Train Loss:0.00094888, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:29:44,124 - wikidata12k_both - [INFO] - [E:136| 400]: Train Loss:0.00094877, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:30:48,496 - wikidata12k_both - [INFO] - [E:136| 500]: Train Loss:0.00094813, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:31:52,831 - wikidata12k_both - [INFO] - [E:136| 600]: Train Loss:0.00094815, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:32:57,299 - wikidata12k_both - [INFO] - [E:136| 700]: Train Loss:0.00094772, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:34:01,716 - wikidata12k_both - [INFO] - [E:136| 800]: Train Loss:0.0009478, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:35:06,100 - wikidata12k_both - [INFO] - [E:136| 900]: Train Loss:0.00094789, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:36:10,505 - wikidata12k_both - [INFO] - [E:136| 1000]: Train Loss:0.00094818, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:37:14,886 - wikidata12k_both - [INFO] - [E:136| 1100]: Train Loss:0.000948, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:38:19,294 - wikidata12k_both - [INFO] - [E:136| 1200]: Train Loss:0.00094816, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:39:23,690 - wikidata12k_both - [INFO] - [E:136| 1300]: Train Loss:0.00094826, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:40:28,109 - wikidata12k_both - [INFO] - [E:136| 1400]: Train Loss:0.00094845, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:41:32,616 - wikidata12k_both - [INFO] - [E:136| 1500]: Train Loss:0.0009487, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:42:37,066 - wikidata12k_both - [INFO] - [E:136| 1600]: Train Loss:0.00094863, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:43:19,204 - wikidata12k_both - [INFO] - [Epoch:136]: Training Loss:0.0009486 + +2023-06-07 06:43:19,425 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 06:43:41,239 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 06:43:47,902 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 06:44:09,966 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 06:44:16,499 - wikidata12k_both - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.52214, Head : 0.3609, Avg : 0.44152 + +2023-06-07 06:44:16,500 - wikidata12k_both - [INFO] - [Epoch 136]: Training Loss: 0.00094856, Valid MRR: 0.44912, + + + +2023-06-07 06:44:17,171 - wikidata12k_both - [INFO] - [E:137| 0]: Train Loss:0.00093565, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:45:21,713 - wikidata12k_both - [INFO] - [E:137| 100]: Train Loss:0.00094457, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:46:26,138 - wikidata12k_both - [INFO] - [E:137| 200]: Train Loss:0.00094553, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:47:30,573 - wikidata12k_both - [INFO] - [E:137| 300]: Train Loss:0.00094549, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:48:38,861 - wikidata12k_both - [INFO] - [E:137| 400]: Train Loss:0.00094643, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:50:52,378 - wikidata12k_both - [INFO] - [E:137| 500]: Train Loss:0.00094542, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:53:02,295 - wikidata12k_both - [INFO] - [E:137| 600]: Train Loss:0.00094578, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:55:15,829 - wikidata12k_both - [INFO] - [E:137| 700]: Train Loss:0.00094593, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:57:25,877 - wikidata12k_both - [INFO] - [E:137| 800]: Train Loss:0.00094684, Val MRR:0.44912, wikidata12k_both +2023-06-07 06:59:36,096 - wikidata12k_both - [INFO] - [E:137| 900]: Train Loss:0.00094728, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:01:49,783 - wikidata12k_both - [INFO] - [E:137| 1000]: Train Loss:0.0009471, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:03:59,946 - wikidata12k_both - [INFO] - [E:137| 1100]: Train Loss:0.00094701, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:06:12,782 - wikidata12k_both - [INFO] - [E:137| 1200]: Train Loss:0.00094726, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:08:26,889 - wikidata12k_both - [INFO] - [E:137| 1300]: Train Loss:0.00094747, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:10:39,641 - wikidata12k_both - [INFO] - [E:137| 1400]: Train Loss:0.0009476, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:12:52,727 - wikidata12k_both - [INFO] - [E:137| 1500]: Train Loss:0.00094773, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:15:06,439 - wikidata12k_both - [INFO] - [E:137| 1600]: Train Loss:0.000948, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:16:33,071 - wikidata12k_both - [INFO] - [Epoch:137]: Training Loss:0.0009479 + +2023-06-07 07:16:33,561 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 07:17:20,916 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 07:17:35,389 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 07:18:23,169 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 07:18:37,291 - wikidata12k_both - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.52336, Head : 0.34002, Avg : 0.43169 + +2023-06-07 07:18:37,291 - wikidata12k_both - [INFO] - [Epoch 137]: Training Loss: 0.00094794, Valid MRR: 0.44912, + + + +2023-06-07 07:18:38,641 - wikidata12k_both - [INFO] - [E:138| 0]: Train Loss:0.0009357, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:20:51,478 - wikidata12k_both - [INFO] - [E:138| 100]: Train Loss:0.00094845, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:22:36,995 - wikidata12k_both - [INFO] - [E:138| 200]: Train Loss:0.00094771, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:23:41,468 - wikidata12k_both - [INFO] - [E:138| 300]: Train Loss:0.00094647, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:24:45,987 - wikidata12k_both - [INFO] - [E:138| 400]: Train Loss:0.00094641, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:25:50,479 - wikidata12k_both - [INFO] - [E:138| 500]: Train Loss:0.00094655, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:26:55,001 - wikidata12k_both - [INFO] - [E:138| 600]: Train Loss:0.00094722, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:27:59,436 - wikidata12k_both - [INFO] - [E:138| 700]: Train Loss:0.00094687, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:29:03,887 - wikidata12k_both - [INFO] - [E:138| 800]: Train Loss:0.00094695, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:30:08,396 - wikidata12k_both - [INFO] - [E:138| 900]: Train Loss:0.00094709, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:31:12,917 - wikidata12k_both - [INFO] - [E:138| 1000]: Train Loss:0.00094791, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:32:17,481 - wikidata12k_both - [INFO] - [E:138| 1100]: Train Loss:0.00094787, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:33:22,739 - wikidata12k_both - [INFO] - [E:138| 1200]: Train Loss:0.00094807, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:34:27,354 - wikidata12k_both - [INFO] - [E:138| 1300]: Train Loss:0.00094831, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:35:32,524 - wikidata12k_both - [INFO] - [E:138| 1400]: Train Loss:0.00094836, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:36:37,039 - wikidata12k_both - [INFO] - [E:138| 1500]: Train Loss:0.00094809, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:37:41,487 - wikidata12k_both - [INFO] - [E:138| 1600]: Train Loss:0.000948, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:38:23,640 - wikidata12k_both - [INFO] - [Epoch:138]: Training Loss:0.000948 + +2023-06-07 07:38:23,860 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 07:38:45,669 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 07:38:52,340 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 07:39:14,331 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 07:39:20,837 - wikidata12k_both - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.52074, Head : 0.37332, Avg : 0.44703 + +2023-06-07 07:39:20,837 - wikidata12k_both - [INFO] - [Epoch 138]: Training Loss: 0.00094797, Valid MRR: 0.44912, + + + +2023-06-07 07:39:21,497 - wikidata12k_both - [INFO] - [E:139| 0]: Train Loss:0.00093663, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:40:26,003 - wikidata12k_both - [INFO] - [E:139| 100]: Train Loss:0.00094824, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:41:30,434 - wikidata12k_both - [INFO] - [E:139| 200]: Train Loss:0.00094809, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:42:34,855 - wikidata12k_both - [INFO] - [E:139| 300]: Train Loss:0.00094704, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:43:39,496 - wikidata12k_both - [INFO] - [E:139| 400]: Train Loss:0.00094659, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:44:44,852 - wikidata12k_both - [INFO] - [E:139| 500]: Train Loss:0.00094586, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:45:49,330 - wikidata12k_both - [INFO] - [E:139| 600]: Train Loss:0.00094629, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:46:53,674 - wikidata12k_both - [INFO] - [E:139| 700]: Train Loss:0.00094619, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:47:58,107 - wikidata12k_both - [INFO] - [E:139| 800]: Train Loss:0.0009459, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:49:02,527 - wikidata12k_both - [INFO] - [E:139| 900]: Train Loss:0.0009461, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:50:06,951 - wikidata12k_both - [INFO] - [E:139| 1000]: Train Loss:0.00094589, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:51:11,373 - wikidata12k_both - [INFO] - [E:139| 1100]: Train Loss:0.00094633, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:52:15,873 - wikidata12k_both - [INFO] - [E:139| 1200]: Train Loss:0.00094687, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:53:20,346 - wikidata12k_both - [INFO] - [E:139| 1300]: Train Loss:0.00094708, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:54:24,904 - wikidata12k_both - [INFO] - [E:139| 1400]: Train Loss:0.00094736, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:55:29,343 - wikidata12k_both - [INFO] - [E:139| 1500]: Train Loss:0.00094734, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:56:33,753 - wikidata12k_both - [INFO] - [E:139| 1600]: Train Loss:0.00094744, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:57:15,848 - wikidata12k_both - [INFO] - [Epoch:139]: Training Loss:0.0009476 + +2023-06-07 07:57:16,069 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 07:57:37,884 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 07:57:44,548 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 07:58:06,536 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 07:58:13,026 - wikidata12k_both - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.51979, Head : 0.34128, Avg : 0.43053 + MR: Tail : 773.66, Head : 746.66, Avg : 760.16 + Hit-1: Tail : 0.43467, Head : 0.22637, Avg : 0.33052 + Hit-3: Tail : 0.56934, Head : 0.40241, Avg : 0.48587 + Hit-10: Tail : 0.67505, Head : 0.56916, Avg : 0.6221 +2023-06-07 07:58:13,026 - wikidata12k_both - [INFO] - [Epoch 139]: Training Loss: 0.00094762, Valid MRR: 0.44912, + + + +2023-06-07 07:58:13,686 - wikidata12k_both - [INFO] - [E:140| 0]: Train Loss:0.00094141, Val MRR:0.44912, wikidata12k_both +2023-06-07 07:59:18,074 - wikidata12k_both - [INFO] - [E:140| 100]: Train Loss:0.000945, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:00:22,525 - wikidata12k_both - [INFO] - [E:140| 200]: Train Loss:0.00094371, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:01:26,908 - wikidata12k_both - [INFO] - [E:140| 300]: Train Loss:0.00094517, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:02:31,331 - wikidata12k_both - [INFO] - [E:140| 400]: Train Loss:0.00094566, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:03:35,805 - wikidata12k_both - [INFO] - [E:140| 500]: Train Loss:0.00094692, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:04:40,248 - wikidata12k_both - [INFO] - [E:140| 600]: Train Loss:0.00094673, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:05:44,659 - wikidata12k_both - [INFO] - [E:140| 700]: Train Loss:0.00094677, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:06:49,083 - wikidata12k_both - [INFO] - [E:140| 800]: Train Loss:0.00094728, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:07:53,518 - wikidata12k_both - [INFO] - [E:140| 900]: Train Loss:0.00094755, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:08:57,985 - wikidata12k_both - [INFO] - [E:140| 1000]: Train Loss:0.00094727, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:10:02,416 - wikidata12k_both - [INFO] - [E:140| 1100]: Train Loss:0.00094688, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:11:06,853 - wikidata12k_both - [INFO] - [E:140| 1200]: Train Loss:0.00094724, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:12:11,302 - wikidata12k_both - [INFO] - [E:140| 1300]: Train Loss:0.00094735, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:13:15,703 - wikidata12k_both - [INFO] - [E:140| 1400]: Train Loss:0.00094762, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:14:20,085 - wikidata12k_both - [INFO] - [E:140| 1500]: Train Loss:0.00094752, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:15:24,554 - wikidata12k_both - [INFO] - [E:140| 1600]: Train Loss:0.00094768, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:16:06,647 - wikidata12k_both - [INFO] - [Epoch:140]: Training Loss:0.0009477 + +2023-06-07 08:16:06,868 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 08:16:28,666 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 08:16:35,326 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 08:16:57,317 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 08:17:03,810 - wikidata12k_both - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.51777, Head : 0.35086, Avg : 0.43431 + +2023-06-07 08:17:03,810 - wikidata12k_both - [INFO] - [Epoch 140]: Training Loss: 0.00094769, Valid MRR: 0.44912, + + + +2023-06-07 08:17:04,467 - wikidata12k_both - [INFO] - [E:141| 0]: Train Loss:0.0009348, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:18:09,009 - wikidata12k_both - [INFO] - [E:141| 100]: Train Loss:0.00094681, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:19:13,411 - wikidata12k_both - [INFO] - [E:141| 200]: Train Loss:0.00094799, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:20:17,782 - wikidata12k_both - [INFO] - [E:141| 300]: Train Loss:0.0009474, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:21:22,225 - wikidata12k_both - [INFO] - [E:141| 400]: Train Loss:0.00094634, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:22:26,549 - wikidata12k_both - [INFO] - [E:141| 500]: Train Loss:0.00094788, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:23:30,951 - wikidata12k_both - [INFO] - [E:141| 600]: Train Loss:0.00094704, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:24:35,451 - wikidata12k_both - [INFO] - [E:141| 700]: Train Loss:0.00094703, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:25:39,863 - wikidata12k_both - [INFO] - [E:141| 800]: Train Loss:0.00094688, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:26:44,284 - wikidata12k_both - [INFO] - [E:141| 900]: Train Loss:0.00094716, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:27:48,802 - wikidata12k_both - [INFO] - [E:141| 1000]: Train Loss:0.00094731, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:28:53,247 - wikidata12k_both - [INFO] - [E:141| 1100]: Train Loss:0.00094727, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:29:57,680 - wikidata12k_both - [INFO] - [E:141| 1200]: Train Loss:0.00094731, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:31:02,111 - wikidata12k_both - [INFO] - [E:141| 1300]: Train Loss:0.00094736, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:32:06,514 - wikidata12k_both - [INFO] - [E:141| 1400]: Train Loss:0.00094761, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:33:10,974 - wikidata12k_both - [INFO] - [E:141| 1500]: Train Loss:0.00094752, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:34:15,361 - wikidata12k_both - [INFO] - [E:141| 1600]: Train Loss:0.00094743, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:34:57,440 - wikidata12k_both - [INFO] - [Epoch:141]: Training Loss:0.0009474 + +2023-06-07 08:34:57,661 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 08:35:19,437 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 08:35:26,097 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 08:35:48,119 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 08:35:54,632 - wikidata12k_both - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.51971, Head : 0.34601, Avg : 0.43286 + +2023-06-07 08:35:54,633 - wikidata12k_both - [INFO] - [Epoch 141]: Training Loss: 0.00094739, Valid MRR: 0.44912, + + + +2023-06-07 08:35:55,292 - wikidata12k_both - [INFO] - [E:142| 0]: Train Loss:0.00093909, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:36:59,685 - wikidata12k_both - [INFO] - [E:142| 100]: Train Loss:0.00094788, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:38:04,144 - wikidata12k_both - [INFO] - [E:142| 200]: Train Loss:0.00094801, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:39:08,742 - wikidata12k_both - [INFO] - [E:142| 300]: Train Loss:0.00094709, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:40:13,138 - wikidata12k_both - [INFO] - [E:142| 400]: Train Loss:0.0009467, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:41:17,515 - wikidata12k_both - [INFO] - [E:142| 500]: Train Loss:0.000946, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:42:22,039 - wikidata12k_both - [INFO] - [E:142| 600]: Train Loss:0.00094603, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:43:26,485 - wikidata12k_both - [INFO] - [E:142| 700]: Train Loss:0.00094626, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:44:30,887 - wikidata12k_both - [INFO] - [E:142| 800]: Train Loss:0.0009464, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:45:35,404 - wikidata12k_both - [INFO] - [E:142| 900]: Train Loss:0.00094661, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:46:39,769 - wikidata12k_both - [INFO] - [E:142| 1000]: Train Loss:0.00094668, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:47:44,201 - wikidata12k_both - [INFO] - [E:142| 1100]: Train Loss:0.00094663, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:48:48,652 - wikidata12k_both - [INFO] - [E:142| 1200]: Train Loss:0.0009467, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:49:53,220 - wikidata12k_both - [INFO] - [E:142| 1300]: Train Loss:0.00094661, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:50:57,720 - wikidata12k_both - [INFO] - [E:142| 1400]: Train Loss:0.00094664, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:52:02,110 - wikidata12k_both - [INFO] - [E:142| 1500]: Train Loss:0.0009467, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:53:06,568 - wikidata12k_both - [INFO] - [E:142| 1600]: Train Loss:0.00094675, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:53:48,633 - wikidata12k_both - [INFO] - [Epoch:142]: Training Loss:0.0009467 + +2023-06-07 08:53:48,854 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 08:54:10,619 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 08:54:17,266 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 08:54:39,296 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 08:54:45,788 - wikidata12k_both - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.52177, Head : 0.36096, Avg : 0.44136 + +2023-06-07 08:54:45,789 - wikidata12k_both - [INFO] - [Epoch 142]: Training Loss: 0.00094671, Valid MRR: 0.44912, + + + +2023-06-07 08:54:46,445 - wikidata12k_both - [INFO] - [E:143| 0]: Train Loss:0.00096894, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:55:50,829 - wikidata12k_both - [INFO] - [E:143| 100]: Train Loss:0.00094867, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:56:55,246 - wikidata12k_both - [INFO] - [E:143| 200]: Train Loss:0.00094756, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:57:59,604 - wikidata12k_both - [INFO] - [E:143| 300]: Train Loss:0.00094672, Val MRR:0.44912, wikidata12k_both +2023-06-07 08:59:03,989 - wikidata12k_both - [INFO] - [E:143| 400]: Train Loss:0.00094635, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:00:08,456 - wikidata12k_both - [INFO] - [E:143| 500]: Train Loss:0.0009458, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:01:12,893 - wikidata12k_both - [INFO] - [E:143| 600]: Train Loss:0.00094558, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:02:17,284 - wikidata12k_both - [INFO] - [E:143| 700]: Train Loss:0.00094556, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:03:21,766 - wikidata12k_both - [INFO] - [E:143| 800]: Train Loss:0.00094592, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:04:26,171 - wikidata12k_both - [INFO] - [E:143| 900]: Train Loss:0.00094573, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:05:30,524 - wikidata12k_both - [INFO] - [E:143| 1000]: Train Loss:0.00094557, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:06:35,098 - wikidata12k_both - [INFO] - [E:143| 1100]: Train Loss:0.00094564, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:07:39,632 - wikidata12k_both - [INFO] - [E:143| 1200]: Train Loss:0.0009458, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:08:44,060 - wikidata12k_both - [INFO] - [E:143| 1300]: Train Loss:0.00094577, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:09:48,515 - wikidata12k_both - [INFO] - [E:143| 1400]: Train Loss:0.00094583, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:10:52,889 - wikidata12k_both - [INFO] - [E:143| 1500]: Train Loss:0.00094601, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:11:57,295 - wikidata12k_both - [INFO] - [E:143| 1600]: Train Loss:0.00094628, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:12:39,334 - wikidata12k_both - [INFO] - [Epoch:143]: Training Loss:0.0009464 + +2023-06-07 09:12:39,557 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 09:13:01,369 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 09:13:08,029 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 09:13:30,019 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 09:13:36,508 - wikidata12k_both - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.52121, Head : 0.28935, Avg : 0.40528 + +2023-06-07 09:13:36,508 - wikidata12k_both - [INFO] - [Epoch 143]: Training Loss: 0.0009464, Valid MRR: 0.44912, + + + +2023-06-07 09:13:37,167 - wikidata12k_both - [INFO] - [E:144| 0]: Train Loss:0.00093346, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:14:41,640 - wikidata12k_both - [INFO] - [E:144| 100]: Train Loss:0.000942, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:15:46,028 - wikidata12k_both - [INFO] - [E:144| 200]: Train Loss:0.00094248, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:17:00,404 - wikidata12k_both - [INFO] - [E:144| 300]: Train Loss:0.00094567, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:18:18,867 - wikidata12k_both - [INFO] - [E:144| 400]: Train Loss:0.00094575, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:19:27,279 - wikidata12k_both - [INFO] - [E:144| 500]: Train Loss:0.00094549, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:20:31,649 - wikidata12k_both - [INFO] - [E:144| 600]: Train Loss:0.00094533, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:21:36,000 - wikidata12k_both - [INFO] - [E:144| 700]: Train Loss:0.0009457, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:22:40,356 - wikidata12k_both - [INFO] - [E:144| 800]: Train Loss:0.00094618, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:23:44,827 - wikidata12k_both - [INFO] - [E:144| 900]: Train Loss:0.00094609, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:24:49,238 - wikidata12k_both - [INFO] - [E:144| 1000]: Train Loss:0.00094624, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:25:53,621 - wikidata12k_both - [INFO] - [E:144| 1100]: Train Loss:0.00094663, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:26:58,004 - wikidata12k_both - [INFO] - [E:144| 1200]: Train Loss:0.00094673, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:28:02,385 - wikidata12k_both - [INFO] - [E:144| 1300]: Train Loss:0.0009466, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:29:06,780 - wikidata12k_both - [INFO] - [E:144| 1400]: Train Loss:0.00094657, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:30:11,265 - wikidata12k_both - [INFO] - [E:144| 1500]: Train Loss:0.00094666, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:31:15,708 - wikidata12k_both - [INFO] - [E:144| 1600]: Train Loss:0.00094656, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:31:57,802 - wikidata12k_both - [INFO] - [Epoch:144]: Training Loss:0.0009466 + +2023-06-07 09:31:58,022 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 09:32:19,839 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 09:32:26,495 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 09:32:48,453 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 09:32:54,945 - wikidata12k_both - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.51991, Head : 0.34729, Avg : 0.4336 + +2023-06-07 09:32:54,945 - wikidata12k_both - [INFO] - [Epoch 144]: Training Loss: 0.00094664, Valid MRR: 0.44912, + + + +2023-06-07 09:32:55,605 - wikidata12k_both - [INFO] - [E:145| 0]: Train Loss:0.00093635, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:34:00,002 - wikidata12k_both - [INFO] - [E:145| 100]: Train Loss:0.0009436, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:35:04,419 - wikidata12k_both - [INFO] - [E:145| 200]: Train Loss:0.00094398, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:36:08,790 - wikidata12k_both - [INFO] - [E:145| 300]: Train Loss:0.00094462, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:37:13,147 - wikidata12k_both - [INFO] - [E:145| 400]: Train Loss:0.00094436, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:38:17,590 - wikidata12k_both - [INFO] - [E:145| 500]: Train Loss:0.00094409, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:39:21,936 - wikidata12k_both - [INFO] - [E:145| 600]: Train Loss:0.00094425, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:40:26,295 - wikidata12k_both - [INFO] - [E:145| 700]: Train Loss:0.00094434, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:41:30,699 - wikidata12k_both - [INFO] - [E:145| 800]: Train Loss:0.00094465, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:42:35,101 - wikidata12k_both - [INFO] - [E:145| 900]: Train Loss:0.00094505, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:43:39,502 - wikidata12k_both - [INFO] - [E:145| 1000]: Train Loss:0.00094507, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:44:43,979 - wikidata12k_both - [INFO] - [E:145| 1100]: Train Loss:0.00094523, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:45:48,401 - wikidata12k_both - [INFO] - [E:145| 1200]: Train Loss:0.00094558, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:46:52,816 - wikidata12k_both - [INFO] - [E:145| 1300]: Train Loss:0.00094564, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:47:57,232 - wikidata12k_both - [INFO] - [E:145| 1400]: Train Loss:0.0009458, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:49:01,691 - wikidata12k_both - [INFO] - [E:145| 1500]: Train Loss:0.00094601, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:50:06,244 - wikidata12k_both - [INFO] - [E:145| 1600]: Train Loss:0.00094617, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:50:48,296 - wikidata12k_both - [INFO] - [Epoch:145]: Training Loss:0.0009463 + +2023-06-07 09:50:48,517 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 09:51:10,283 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 09:51:16,937 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 09:51:38,909 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 09:51:45,403 - wikidata12k_both - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.52314, Head : 0.34072, Avg : 0.43193 + +2023-06-07 09:51:45,403 - wikidata12k_both - [INFO] - [Epoch 145]: Training Loss: 0.00094628, Valid MRR: 0.44912, + + + +2023-06-07 09:51:46,063 - wikidata12k_both - [INFO] - [E:146| 0]: Train Loss:0.00097808, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:52:50,492 - wikidata12k_both - [INFO] - [E:146| 100]: Train Loss:0.00094763, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:53:54,963 - wikidata12k_both - [INFO] - [E:146| 200]: Train Loss:0.0009456, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:54:59,376 - wikidata12k_both - [INFO] - [E:146| 300]: Train Loss:0.00094599, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:56:03,882 - wikidata12k_both - [INFO] - [E:146| 400]: Train Loss:0.00094444, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:57:08,294 - wikidata12k_both - [INFO] - [E:146| 500]: Train Loss:0.00094374, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:58:12,734 - wikidata12k_both - [INFO] - [E:146| 600]: Train Loss:0.00094423, Val MRR:0.44912, wikidata12k_both +2023-06-07 09:59:17,310 - wikidata12k_both - [INFO] - [E:146| 700]: Train Loss:0.00094453, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:00:21,750 - wikidata12k_both - [INFO] - [E:146| 800]: Train Loss:0.00094511, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:01:26,210 - wikidata12k_both - [INFO] - [E:146| 900]: Train Loss:0.00094544, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:02:30,628 - wikidata12k_both - [INFO] - [E:146| 1000]: Train Loss:0.00094596, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:03:35,028 - wikidata12k_both - [INFO] - [E:146| 1100]: Train Loss:0.00094629, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:04:39,457 - wikidata12k_both - [INFO] - [E:146| 1200]: Train Loss:0.00094613, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:05:43,877 - wikidata12k_both - [INFO] - [E:146| 1300]: Train Loss:0.00094587, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:06:48,285 - wikidata12k_both - [INFO] - [E:146| 1400]: Train Loss:0.00094579, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:07:52,740 - wikidata12k_both - [INFO] - [E:146| 1500]: Train Loss:0.00094582, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:08:57,205 - wikidata12k_both - [INFO] - [E:146| 1600]: Train Loss:0.00094593, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:09:39,316 - wikidata12k_both - [INFO] - [Epoch:146]: Training Loss:0.0009458 + +2023-06-07 10:09:39,538 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 10:10:01,345 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 10:10:07,995 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 10:10:29,986 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 10:10:36,488 - wikidata12k_both - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.52053, Head : 0.37304, Avg : 0.44679 + +2023-06-07 10:10:36,489 - wikidata12k_both - [INFO] - [Epoch 146]: Training Loss: 0.00094582, Valid MRR: 0.44912, + + + +2023-06-07 10:10:37,149 - wikidata12k_both - [INFO] - [E:147| 0]: Train Loss:0.0009334, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:11:41,571 - wikidata12k_both - [INFO] - [E:147| 100]: Train Loss:0.00094553, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:12:46,000 - wikidata12k_both - [INFO] - [E:147| 200]: Train Loss:0.00094558, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:13:50,487 - wikidata12k_both - [INFO] - [E:147| 300]: Train Loss:0.00094657, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:14:54,887 - wikidata12k_both - [INFO] - [E:147| 400]: Train Loss:0.00094726, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:15:59,283 - wikidata12k_both - [INFO] - [E:147| 500]: Train Loss:0.00094634, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:17:03,752 - wikidata12k_both - [INFO] - [E:147| 600]: Train Loss:0.00094611, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:18:08,123 - wikidata12k_both - [INFO] - [E:147| 700]: Train Loss:0.00094589, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:19:12,502 - wikidata12k_both - [INFO] - [E:147| 800]: Train Loss:0.00094625, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:20:16,959 - wikidata12k_both - [INFO] - [E:147| 900]: Train Loss:0.0009459, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:21:21,383 - wikidata12k_both - [INFO] - [E:147| 1000]: Train Loss:0.0009458, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:22:25,870 - wikidata12k_both - [INFO] - [E:147| 1100]: Train Loss:0.00094569, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:23:30,257 - wikidata12k_both - [INFO] - [E:147| 1200]: Train Loss:0.00094569, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:24:34,681 - wikidata12k_both - [INFO] - [E:147| 1300]: Train Loss:0.00094576, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:25:39,098 - wikidata12k_both - [INFO] - [E:147| 1400]: Train Loss:0.00094597, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:26:43,512 - wikidata12k_both - [INFO] - [E:147| 1500]: Train Loss:0.00094585, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:27:47,922 - wikidata12k_both - [INFO] - [E:147| 1600]: Train Loss:0.00094578, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:28:30,000 - wikidata12k_both - [INFO] - [Epoch:147]: Training Loss:0.0009458 + +2023-06-07 10:28:30,221 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 10:28:52,057 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 10:28:58,725 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 10:29:20,746 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 10:29:27,253 - wikidata12k_both - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.52223, Head : 0.33665, Avg : 0.42944 + +2023-06-07 10:29:27,253 - wikidata12k_both - [INFO] - [Epoch 147]: Training Loss: 0.00094575, Valid MRR: 0.44912, + + + +2023-06-07 10:29:27,912 - wikidata12k_both - [INFO] - [E:148| 0]: Train Loss:0.00092683, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:30:32,373 - wikidata12k_both - [INFO] - [E:148| 100]: Train Loss:0.00094417, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:31:36,793 - wikidata12k_both - [INFO] - [E:148| 200]: Train Loss:0.00094426, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:32:41,219 - wikidata12k_both - [INFO] - [E:148| 300]: Train Loss:0.00094511, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:33:45,625 - wikidata12k_both - [INFO] - [E:148| 400]: Train Loss:0.00094502, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:34:50,069 - wikidata12k_both - [INFO] - [E:148| 500]: Train Loss:0.00094504, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:35:54,508 - wikidata12k_both - [INFO] - [E:148| 600]: Train Loss:0.00094546, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:36:58,984 - wikidata12k_both - [INFO] - [E:148| 700]: Train Loss:0.00094544, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:38:03,358 - wikidata12k_both - [INFO] - [E:148| 800]: Train Loss:0.00094539, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:39:07,757 - wikidata12k_both - [INFO] - [E:148| 900]: Train Loss:0.00094596, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:40:12,183 - wikidata12k_both - [INFO] - [E:148| 1000]: Train Loss:0.00094558, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:41:16,606 - wikidata12k_both - [INFO] - [E:148| 1100]: Train Loss:0.00094534, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:42:21,025 - wikidata12k_both - [INFO] - [E:148| 1200]: Train Loss:0.00094517, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:43:25,520 - wikidata12k_both - [INFO] - [E:148| 1300]: Train Loss:0.00094503, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:44:29,992 - wikidata12k_both - [INFO] - [E:148| 1400]: Train Loss:0.00094525, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:45:34,459 - wikidata12k_both - [INFO] - [E:148| 1500]: Train Loss:0.00094528, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:46:38,932 - wikidata12k_both - [INFO] - [E:148| 1600]: Train Loss:0.00094542, Val MRR:0.44912, wikidata12k_both +2023-06-07 10:47:21,040 - wikidata12k_both - [INFO] - [Epoch:148]: Training Loss:0.0009453 + +2023-06-07 10:47:21,261 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 10:47:43,073 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 10:47:49,753 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 10:48:11,773 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 10:48:18,278 - wikidata12k_both - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.5219, Head : 0.38261, Avg : 0.45226 + +2023-06-07 10:48:19,263 - wikidata12k_both - [INFO] - [Epoch 148]: Training Loss: 0.0009453, Valid MRR: 0.45226, + + + +2023-06-07 10:48:19,922 - wikidata12k_both - [INFO] - [E:149| 0]: Train Loss:0.0009217, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:49:24,388 - wikidata12k_both - [INFO] - [E:149| 100]: Train Loss:0.00094444, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:50:28,867 - wikidata12k_both - [INFO] - [E:149| 200]: Train Loss:0.00094386, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:51:33,314 - wikidata12k_both - [INFO] - [E:149| 300]: Train Loss:0.00094418, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:52:37,799 - wikidata12k_both - [INFO] - [E:149| 400]: Train Loss:0.00094396, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:53:42,237 - wikidata12k_both - [INFO] - [E:149| 500]: Train Loss:0.00094426, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:54:46,722 - wikidata12k_both - [INFO] - [E:149| 600]: Train Loss:0.00094439, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:55:51,191 - wikidata12k_both - [INFO] - [E:149| 700]: Train Loss:0.00094441, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:56:55,638 - wikidata12k_both - [INFO] - [E:149| 800]: Train Loss:0.00094468, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:58:00,073 - wikidata12k_both - [INFO] - [E:149| 900]: Train Loss:0.00094479, Val MRR:0.45226, wikidata12k_both +2023-06-07 10:59:04,501 - wikidata12k_both - [INFO] - [E:149| 1000]: Train Loss:0.00094485, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:00:08,965 - wikidata12k_both - [INFO] - [E:149| 1100]: Train Loss:0.00094503, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:01:13,454 - wikidata12k_both - [INFO] - [E:149| 1200]: Train Loss:0.00094503, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:02:17,869 - wikidata12k_both - [INFO] - [E:149| 1300]: Train Loss:0.00094508, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:03:22,275 - wikidata12k_both - [INFO] - [E:149| 1400]: Train Loss:0.0009453, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:04:26,769 - wikidata12k_both - [INFO] - [E:149| 1500]: Train Loss:0.00094535, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:05:31,167 - wikidata12k_both - [INFO] - [E:149| 1600]: Train Loss:0.00094537, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:06:13,268 - wikidata12k_both - [INFO] - [Epoch:149]: Training Loss:0.0009456 + +2023-06-07 11:06:13,489 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 11:06:35,322 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 11:06:42,018 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 11:07:04,113 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 11:07:10,617 - wikidata12k_both - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.52428, Head : 0.35256, Avg : 0.43842 + MR: Tail : 824.08, Head : 763.37, Avg : 793.73 + Hit-1: Tail : 0.44377, Head : 0.25265, Avg : 0.34821 + Hit-3: Tail : 0.56868, Head : 0.39008, Avg : 0.47938 + Hit-10: Tail : 0.67169, Head : 0.57054, Avg : 0.62112 +2023-06-07 11:07:10,617 - wikidata12k_both - [INFO] - [Epoch 149]: Training Loss: 0.00094557, Valid MRR: 0.45226, + + + +2023-06-07 11:07:11,274 - wikidata12k_both - [INFO] - [E:150| 0]: Train Loss:0.00092679, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:08:15,673 - wikidata12k_both - [INFO] - [E:150| 100]: Train Loss:0.00094813, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:09:20,071 - wikidata12k_both - [INFO] - [E:150| 200]: Train Loss:0.00094726, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:10:24,590 - wikidata12k_both - [INFO] - [E:150| 300]: Train Loss:0.00094466, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:11:28,982 - wikidata12k_both - [INFO] - [E:150| 400]: Train Loss:0.00094426, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:12:33,335 - wikidata12k_both - [INFO] - [E:150| 500]: Train Loss:0.00094454, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:13:37,763 - wikidata12k_both - [INFO] - [E:150| 600]: Train Loss:0.00094464, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:14:42,141 - wikidata12k_both - [INFO] - [E:150| 700]: Train Loss:0.000945, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:15:46,555 - wikidata12k_both - [INFO] - [E:150| 800]: Train Loss:0.00094457, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:16:50,929 - wikidata12k_both - [INFO] - [E:150| 900]: Train Loss:0.00094457, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:17:55,254 - wikidata12k_both - [INFO] - [E:150| 1000]: Train Loss:0.00094453, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:18:59,798 - wikidata12k_both - [INFO] - [E:150| 1100]: Train Loss:0.00094461, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:20:04,109 - wikidata12k_both - [INFO] - [E:150| 1200]: Train Loss:0.00094476, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:21:08,431 - wikidata12k_both - [INFO] - [E:150| 1300]: Train Loss:0.00094479, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:22:12,900 - wikidata12k_both - [INFO] - [E:150| 1400]: Train Loss:0.00094489, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:23:17,287 - wikidata12k_both - [INFO] - [E:150| 1500]: Train Loss:0.00094517, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:24:21,678 - wikidata12k_both - [INFO] - [E:150| 1600]: Train Loss:0.0009452, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:25:03,841 - wikidata12k_both - [INFO] - [Epoch:150]: Training Loss:0.0009453 + +2023-06-07 11:25:04,060 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 11:25:25,795 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 11:25:32,441 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 11:25:54,397 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 11:26:00,892 - wikidata12k_both - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.52126, Head : 0.34743, Avg : 0.43435 + +2023-06-07 11:26:00,892 - wikidata12k_both - [INFO] - [Epoch 150]: Training Loss: 0.0009453, Valid MRR: 0.45226, + + + +2023-06-07 11:26:01,549 - wikidata12k_both - [INFO] - [E:151| 0]: Train Loss:0.00091929, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:27:05,873 - wikidata12k_both - [INFO] - [E:151| 100]: Train Loss:0.00094295, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:28:10,241 - wikidata12k_both - [INFO] - [E:151| 200]: Train Loss:0.00094127, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:29:14,629 - wikidata12k_both - [INFO] - [E:151| 300]: Train Loss:0.00094231, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:30:18,951 - wikidata12k_both - [INFO] - [E:151| 400]: Train Loss:0.00094286, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:31:23,315 - wikidata12k_both - [INFO] - [E:151| 500]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:32:27,711 - wikidata12k_both - [INFO] - [E:151| 600]: Train Loss:0.00094357, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:33:32,103 - wikidata12k_both - [INFO] - [E:151| 700]: Train Loss:0.0009435, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:34:36,431 - wikidata12k_both - [INFO] - [E:151| 800]: Train Loss:0.00094382, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:35:40,752 - wikidata12k_both - [INFO] - [E:151| 900]: Train Loss:0.00094425, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:36:45,187 - wikidata12k_both - [INFO] - [E:151| 1000]: Train Loss:0.00094443, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:37:49,577 - wikidata12k_both - [INFO] - [E:151| 1100]: Train Loss:0.0009444, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:38:53,887 - wikidata12k_both - [INFO] - [E:151| 1200]: Train Loss:0.00094441, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:39:58,272 - wikidata12k_both - [INFO] - [E:151| 1300]: Train Loss:0.00094437, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:41:02,641 - wikidata12k_both - [INFO] - [E:151| 1400]: Train Loss:0.00094465, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:42:06,984 - wikidata12k_both - [INFO] - [E:151| 1500]: Train Loss:0.00094472, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:43:11,272 - wikidata12k_both - [INFO] - [E:151| 1600]: Train Loss:0.00094475, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:43:53,275 - wikidata12k_both - [INFO] - [Epoch:151]: Training Loss:0.0009449 + +2023-06-07 11:43:53,495 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 11:44:15,227 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 11:44:21,863 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 11:44:43,781 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 11:44:50,259 - wikidata12k_both - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.51875, Head : 0.35967, Avg : 0.43921 + +2023-06-07 11:44:50,259 - wikidata12k_both - [INFO] - [Epoch 151]: Training Loss: 0.00094489, Valid MRR: 0.45226, + + + +2023-06-07 11:44:50,916 - wikidata12k_both - [INFO] - [E:152| 0]: Train Loss:0.00095023, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:45:55,249 - wikidata12k_both - [INFO] - [E:152| 100]: Train Loss:0.00094575, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:46:59,500 - wikidata12k_both - [INFO] - [E:152| 200]: Train Loss:0.00094343, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:48:03,756 - wikidata12k_both - [INFO] - [E:152| 300]: Train Loss:0.00094207, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:49:08,191 - wikidata12k_both - [INFO] - [E:152| 400]: Train Loss:0.00094276, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:50:12,392 - wikidata12k_both - [INFO] - [E:152| 500]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:51:16,730 - wikidata12k_both - [INFO] - [E:152| 600]: Train Loss:0.00094329, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:52:21,105 - wikidata12k_both - [INFO] - [E:152| 700]: Train Loss:0.00094356, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:53:25,448 - wikidata12k_both - [INFO] - [E:152| 800]: Train Loss:0.00094423, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:54:29,803 - wikidata12k_both - [INFO] - [E:152| 900]: Train Loss:0.00094393, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:55:34,024 - wikidata12k_both - [INFO] - [E:152| 1000]: Train Loss:0.00094425, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:56:38,239 - wikidata12k_both - [INFO] - [E:152| 1100]: Train Loss:0.0009445, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:57:42,574 - wikidata12k_both - [INFO] - [E:152| 1200]: Train Loss:0.00094473, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:58:46,909 - wikidata12k_both - [INFO] - [E:152| 1300]: Train Loss:0.00094478, Val MRR:0.45226, wikidata12k_both +2023-06-07 11:59:51,227 - wikidata12k_both - [INFO] - [E:152| 1400]: Train Loss:0.00094503, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:00:55,498 - wikidata12k_both - [INFO] - [E:152| 1500]: Train Loss:0.00094499, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:01:59,779 - wikidata12k_both - [INFO] - [E:152| 1600]: Train Loss:0.00094502, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:02:41,759 - wikidata12k_both - [INFO] - [Epoch:152]: Training Loss:0.0009449 + +2023-06-07 12:02:41,978 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 12:03:03,746 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 12:03:10,422 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 12:03:32,337 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 12:03:38,819 - wikidata12k_both - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.52265, Head : 0.34661, Avg : 0.43463 + +2023-06-07 12:03:38,820 - wikidata12k_both - [INFO] - [Epoch 152]: Training Loss: 0.00094491, Valid MRR: 0.45226, + + + +2023-06-07 12:03:39,476 - wikidata12k_both - [INFO] - [E:153| 0]: Train Loss:0.00094167, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:04:43,686 - wikidata12k_both - [INFO] - [E:153| 100]: Train Loss:0.00094539, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:05:48,021 - wikidata12k_both - [INFO] - [E:153| 200]: Train Loss:0.0009423, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:06:52,400 - wikidata12k_both - [INFO] - [E:153| 300]: Train Loss:0.00094185, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:07:56,711 - wikidata12k_both - [INFO] - [E:153| 400]: Train Loss:0.00094297, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:09:00,952 - wikidata12k_both - [INFO] - [E:153| 500]: Train Loss:0.0009425, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:10:05,219 - wikidata12k_both - [INFO] - [E:153| 600]: Train Loss:0.0009434, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:11:09,517 - wikidata12k_both - [INFO] - [E:153| 700]: Train Loss:0.00094353, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:12:13,892 - wikidata12k_both - [INFO] - [E:153| 800]: Train Loss:0.00094348, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:13:18,083 - wikidata12k_both - [INFO] - [E:153| 900]: Train Loss:0.00094427, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:14:22,353 - wikidata12k_both - [INFO] - [E:153| 1000]: Train Loss:0.00094434, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:15:26,673 - wikidata12k_both - [INFO] - [E:153| 1100]: Train Loss:0.00094412, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:16:31,007 - wikidata12k_both - [INFO] - [E:153| 1200]: Train Loss:0.00094413, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:17:35,193 - wikidata12k_both - [INFO] - [E:153| 1300]: Train Loss:0.00094427, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:18:39,567 - wikidata12k_both - [INFO] - [E:153| 1400]: Train Loss:0.0009441, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:19:43,799 - wikidata12k_both - [INFO] - [E:153| 1500]: Train Loss:0.00094411, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:20:48,103 - wikidata12k_both - [INFO] - [E:153| 1600]: Train Loss:0.00094429, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:21:30,161 - wikidata12k_both - [INFO] - [Epoch:153]: Training Loss:0.0009446 + +2023-06-07 12:21:30,381 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 12:21:52,095 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 12:21:58,732 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 12:22:20,645 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 12:22:27,114 - wikidata12k_both - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.52092, Head : 0.37632, Avg : 0.44862 + +2023-06-07 12:22:27,114 - wikidata12k_both - [INFO] - [Epoch 153]: Training Loss: 0.00094456, Valid MRR: 0.45226, + + + +2023-06-07 12:22:27,772 - wikidata12k_both - [INFO] - [E:154| 0]: Train Loss:0.00098268, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:23:32,115 - wikidata12k_both - [INFO] - [E:154| 100]: Train Loss:0.00094682, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:24:36,495 - wikidata12k_both - [INFO] - [E:154| 200]: Train Loss:0.0009444, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:25:40,811 - wikidata12k_both - [INFO] - [E:154| 300]: Train Loss:0.00094423, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:26:45,122 - wikidata12k_both - [INFO] - [E:154| 400]: Train Loss:0.00094337, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:27:49,432 - wikidata12k_both - [INFO] - [E:154| 500]: Train Loss:0.00094325, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:28:53,608 - wikidata12k_both - [INFO] - [E:154| 600]: Train Loss:0.00094353, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:29:57,896 - wikidata12k_both - [INFO] - [E:154| 700]: Train Loss:0.00094423, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:31:02,137 - wikidata12k_both - [INFO] - [E:154| 800]: Train Loss:0.00094435, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:32:06,449 - wikidata12k_both - [INFO] - [E:154| 900]: Train Loss:0.00094416, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:33:10,751 - wikidata12k_both - [INFO] - [E:154| 1000]: Train Loss:0.00094447, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:34:14,865 - wikidata12k_both - [INFO] - [E:154| 1100]: Train Loss:0.00094458, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:35:19,009 - wikidata12k_both - [INFO] - [E:154| 1200]: Train Loss:0.00094445, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:36:23,310 - wikidata12k_both - [INFO] - [E:154| 1300]: Train Loss:0.00094448, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:37:27,559 - wikidata12k_both - [INFO] - [E:154| 1400]: Train Loss:0.00094453, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:38:31,840 - wikidata12k_both - [INFO] - [E:154| 1500]: Train Loss:0.00094467, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:39:36,073 - wikidata12k_both - [INFO] - [E:154| 1600]: Train Loss:0.00094447, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:40:18,083 - wikidata12k_both - [INFO] - [Epoch:154]: Training Loss:0.0009444 + +2023-06-07 12:40:18,304 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 12:40:40,032 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 12:40:46,684 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 12:41:08,612 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 12:41:15,081 - wikidata12k_both - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.51558, Head : 0.35588, Avg : 0.43573 + +2023-06-07 12:41:15,082 - wikidata12k_both - [INFO] - [Epoch 154]: Training Loss: 0.00094435, Valid MRR: 0.45226, + + + +2023-06-07 12:41:15,740 - wikidata12k_both - [INFO] - [E:155| 0]: Train Loss:0.00094469, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:42:20,009 - wikidata12k_both - [INFO] - [E:155| 100]: Train Loss:0.00094397, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:43:24,189 - wikidata12k_both - [INFO] - [E:155| 200]: Train Loss:0.00094145, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:44:28,401 - wikidata12k_both - [INFO] - [E:155| 300]: Train Loss:0.00094132, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:45:32,488 - wikidata12k_both - [INFO] - [E:155| 400]: Train Loss:0.0009422, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:46:36,767 - wikidata12k_both - [INFO] - [E:155| 500]: Train Loss:0.00094275, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:47:41,048 - wikidata12k_both - [INFO] - [E:155| 600]: Train Loss:0.00094253, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:48:45,361 - wikidata12k_both - [INFO] - [E:155| 700]: Train Loss:0.00094313, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:49:49,563 - wikidata12k_both - [INFO] - [E:155| 800]: Train Loss:0.00094312, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:50:53,822 - wikidata12k_both - [INFO] - [E:155| 900]: Train Loss:0.00094304, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:51:58,059 - wikidata12k_both - [INFO] - [E:155| 1000]: Train Loss:0.00094298, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:53:02,324 - wikidata12k_both - [INFO] - [E:155| 1100]: Train Loss:0.00094312, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:54:06,596 - wikidata12k_both - [INFO] - [E:155| 1200]: Train Loss:0.00094301, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:55:10,732 - wikidata12k_both - [INFO] - [E:155| 1300]: Train Loss:0.0009431, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:56:14,969 - wikidata12k_both - [INFO] - [E:155| 1400]: Train Loss:0.00094339, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:57:19,205 - wikidata12k_both - [INFO] - [E:155| 1500]: Train Loss:0.00094366, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:58:23,496 - wikidata12k_both - [INFO] - [E:155| 1600]: Train Loss:0.00094381, Val MRR:0.45226, wikidata12k_both +2023-06-07 12:59:05,414 - wikidata12k_both - [INFO] - [Epoch:155]: Training Loss:0.0009438 + +2023-06-07 12:59:05,635 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 12:59:27,367 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 12:59:33,995 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 12:59:55,901 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 13:00:02,367 - wikidata12k_both - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.52328, Head : 0.28459, Avg : 0.40394 + +2023-06-07 13:00:02,367 - wikidata12k_both - [INFO] - [Epoch 155]: Training Loss: 0.00094382, Valid MRR: 0.45226, + + + +2023-06-07 13:00:03,025 - wikidata12k_both - [INFO] - [E:156| 0]: Train Loss:0.00091982, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:01:07,127 - wikidata12k_both - [INFO] - [E:156| 100]: Train Loss:0.00094521, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:02:11,324 - wikidata12k_both - [INFO] - [E:156| 200]: Train Loss:0.00094602, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:03:15,492 - wikidata12k_both - [INFO] - [E:156| 300]: Train Loss:0.00094636, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:04:19,668 - wikidata12k_both - [INFO] - [E:156| 400]: Train Loss:0.00094484, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:05:23,865 - wikidata12k_both - [INFO] - [E:156| 500]: Train Loss:0.00094466, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:06:28,022 - wikidata12k_both - [INFO] - [E:156| 600]: Train Loss:0.00094505, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:07:32,280 - wikidata12k_both - [INFO] - [E:156| 700]: Train Loss:0.00094468, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:08:36,609 - wikidata12k_both - [INFO] - [E:156| 800]: Train Loss:0.00094444, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:09:40,773 - wikidata12k_both - [INFO] - [E:156| 900]: Train Loss:0.00094475, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:10:44,979 - wikidata12k_both - [INFO] - [E:156| 1000]: Train Loss:0.00094442, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:11:49,236 - wikidata12k_both - [INFO] - [E:156| 1100]: Train Loss:0.00094436, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:12:53,375 - wikidata12k_both - [INFO] - [E:156| 1200]: Train Loss:0.0009441, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:13:57,560 - wikidata12k_both - [INFO] - [E:156| 1300]: Train Loss:0.00094405, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:15:01,737 - wikidata12k_both - [INFO] - [E:156| 1400]: Train Loss:0.00094393, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:16:05,986 - wikidata12k_both - [INFO] - [E:156| 1500]: Train Loss:0.0009438, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:17:10,273 - wikidata12k_both - [INFO] - [E:156| 1600]: Train Loss:0.00094385, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:17:52,267 - wikidata12k_both - [INFO] - [Epoch:156]: Training Loss:0.0009438 + +2023-06-07 13:17:52,486 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 13:18:14,177 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 13:18:20,811 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 13:18:42,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 13:18:49,191 - wikidata12k_both - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.52185, Head : 0.27933, Avg : 0.40059 + +2023-06-07 13:18:49,191 - wikidata12k_both - [INFO] - [Epoch 156]: Training Loss: 0.00094385, Valid MRR: 0.45226, + + + +2023-06-07 13:18:49,852 - wikidata12k_both - [INFO] - [E:157| 0]: Train Loss:0.00094799, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:19:54,134 - wikidata12k_both - [INFO] - [E:157| 100]: Train Loss:0.00094288, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:20:58,246 - wikidata12k_both - [INFO] - [E:157| 200]: Train Loss:0.00094364, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:22:02,442 - wikidata12k_both - [INFO] - [E:157| 300]: Train Loss:0.00094386, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:23:06,802 - wikidata12k_both - [INFO] - [E:157| 400]: Train Loss:0.00094339, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:24:11,005 - wikidata12k_both - [INFO] - [E:157| 500]: Train Loss:0.00094267, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:25:15,204 - wikidata12k_both - [INFO] - [E:157| 600]: Train Loss:0.00094192, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:26:19,409 - wikidata12k_both - [INFO] - [E:157| 700]: Train Loss:0.00094252, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:27:23,533 - wikidata12k_both - [INFO] - [E:157| 800]: Train Loss:0.00094293, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:28:27,659 - wikidata12k_both - [INFO] - [E:157| 900]: Train Loss:0.00094296, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:29:31,880 - wikidata12k_both - [INFO] - [E:157| 1000]: Train Loss:0.00094309, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:30:36,020 - wikidata12k_both - [INFO] - [E:157| 1100]: Train Loss:0.0009433, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:31:40,207 - wikidata12k_both - [INFO] - [E:157| 1200]: Train Loss:0.00094351, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:32:44,327 - wikidata12k_both - [INFO] - [E:157| 1300]: Train Loss:0.00094368, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:33:48,452 - wikidata12k_both - [INFO] - [E:157| 1400]: Train Loss:0.00094358, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:34:52,640 - wikidata12k_both - [INFO] - [E:157| 1500]: Train Loss:0.00094361, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:35:56,875 - wikidata12k_both - [INFO] - [E:157| 1600]: Train Loss:0.00094376, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:36:38,878 - wikidata12k_both - [INFO] - [Epoch:157]: Training Loss:0.0009437 + +2023-06-07 13:36:39,101 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 13:37:00,818 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 13:37:07,454 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 13:37:29,399 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 13:37:35,896 - wikidata12k_both - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.52326, Head : 0.33656, Avg : 0.42991 + +2023-06-07 13:37:35,896 - wikidata12k_both - [INFO] - [Epoch 157]: Training Loss: 0.00094373, Valid MRR: 0.45226, + + + +2023-06-07 13:37:36,568 - wikidata12k_both - [INFO] - [E:158| 0]: Train Loss:0.00091782, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:38:40,763 - wikidata12k_both - [INFO] - [E:158| 100]: Train Loss:0.00094371, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:39:44,911 - wikidata12k_both - [INFO] - [E:158| 200]: Train Loss:0.00094223, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:40:49,127 - wikidata12k_both - [INFO] - [E:158| 300]: Train Loss:0.00094225, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:41:53,326 - wikidata12k_both - [INFO] - [E:158| 400]: Train Loss:0.00094291, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:42:57,441 - wikidata12k_both - [INFO] - [E:158| 500]: Train Loss:0.00094322, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:44:01,725 - wikidata12k_both - [INFO] - [E:158| 600]: Train Loss:0.0009434, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:45:05,824 - wikidata12k_both - [INFO] - [E:158| 700]: Train Loss:0.00094306, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:46:09,959 - wikidata12k_both - [INFO] - [E:158| 800]: Train Loss:0.00094351, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:47:14,133 - wikidata12k_both - [INFO] - [E:158| 900]: Train Loss:0.00094327, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:48:18,265 - wikidata12k_both - [INFO] - [E:158| 1000]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:49:22,475 - wikidata12k_both - [INFO] - [E:158| 1100]: Train Loss:0.00094319, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:50:26,560 - wikidata12k_both - [INFO] - [E:158| 1200]: Train Loss:0.00094321, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:51:30,751 - wikidata12k_both - [INFO] - [E:158| 1300]: Train Loss:0.0009432, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:52:34,960 - wikidata12k_both - [INFO] - [E:158| 1400]: Train Loss:0.00094316, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:53:39,102 - wikidata12k_both - [INFO] - [E:158| 1500]: Train Loss:0.000943, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:54:43,290 - wikidata12k_both - [INFO] - [E:158| 1600]: Train Loss:0.00094326, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:55:25,259 - wikidata12k_both - [INFO] - [Epoch:158]: Training Loss:0.0009433 + +2023-06-07 13:55:25,479 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 13:55:47,185 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 13:55:53,815 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 13:56:15,693 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 13:56:22,161 - wikidata12k_both - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.51666, Head : 0.37167, Avg : 0.44416 + +2023-06-07 13:56:22,162 - wikidata12k_both - [INFO] - [Epoch 158]: Training Loss: 0.00094332, Valid MRR: 0.45226, + + + +2023-06-07 13:56:22,816 - wikidata12k_both - [INFO] - [E:159| 0]: Train Loss:0.00091876, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:57:27,095 - wikidata12k_both - [INFO] - [E:159| 100]: Train Loss:0.00094187, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:58:31,274 - wikidata12k_both - [INFO] - [E:159| 200]: Train Loss:0.00094244, Val MRR:0.45226, wikidata12k_both +2023-06-07 13:59:35,383 - wikidata12k_both - [INFO] - [E:159| 300]: Train Loss:0.00094285, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:00:39,524 - wikidata12k_both - [INFO] - [E:159| 400]: Train Loss:0.00094274, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:01:43,729 - wikidata12k_both - [INFO] - [E:159| 500]: Train Loss:0.00094287, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:02:47,863 - wikidata12k_both - [INFO] - [E:159| 600]: Train Loss:0.00094294, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:03:52,014 - wikidata12k_both - [INFO] - [E:159| 700]: Train Loss:0.0009428, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:04:56,222 - wikidata12k_both - [INFO] - [E:159| 800]: Train Loss:0.00094314, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:06:00,313 - wikidata12k_both - [INFO] - [E:159| 900]: Train Loss:0.00094325, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:07:04,519 - wikidata12k_both - [INFO] - [E:159| 1000]: Train Loss:0.00094335, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:08:08,774 - wikidata12k_both - [INFO] - [E:159| 1100]: Train Loss:0.00094352, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:09:12,875 - wikidata12k_both - [INFO] - [E:159| 1200]: Train Loss:0.00094309, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:10:17,113 - wikidata12k_both - [INFO] - [E:159| 1300]: Train Loss:0.00094328, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:11:21,217 - wikidata12k_both - [INFO] - [E:159| 1400]: Train Loss:0.00094305, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:12:25,345 - wikidata12k_both - [INFO] - [E:159| 1500]: Train Loss:0.00094305, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:13:29,484 - wikidata12k_both - [INFO] - [E:159| 1600]: Train Loss:0.00094284, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:14:11,383 - wikidata12k_both - [INFO] - [Epoch:159]: Training Loss:0.000943 + +2023-06-07 14:14:11,602 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 14:14:33,278 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 14:14:39,917 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 14:15:01,838 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 14:15:08,308 - wikidata12k_both - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.51566, Head : 0.35242, Avg : 0.43404 + MR: Tail : 807.73, Head : 786.8, Avg : 797.26 + Hit-1: Tail : 0.42994, Head : 0.25151, Avg : 0.34073 + Hit-3: Tail : 0.56677, Head : 0.38954, Avg : 0.47815 + Hit-10: Tail : 0.6705, Head : 0.57503, Avg : 0.62276 +2023-06-07 14:15:08,308 - wikidata12k_both - [INFO] - [Epoch 159]: Training Loss: 0.000943, Valid MRR: 0.45226, + + + +2023-06-07 14:15:08,964 - wikidata12k_both - [INFO] - [E:160| 0]: Train Loss:0.00092005, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:16:13,157 - wikidata12k_both - [INFO] - [E:160| 100]: Train Loss:0.00094111, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:17:17,296 - wikidata12k_both - [INFO] - [E:160| 200]: Train Loss:0.0009424, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:18:21,410 - wikidata12k_both - [INFO] - [E:160| 300]: Train Loss:0.0009436, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:19:25,578 - wikidata12k_both - [INFO] - [E:160| 400]: Train Loss:0.00094351, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:20:29,720 - wikidata12k_both - [INFO] - [E:160| 500]: Train Loss:0.00094285, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:21:33,896 - wikidata12k_both - [INFO] - [E:160| 600]: Train Loss:0.00094242, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:22:44,547 - wikidata12k_both - [INFO] - [E:160| 700]: Train Loss:0.00094202, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:24:02,741 - wikidata12k_both - [INFO] - [E:160| 800]: Train Loss:0.00094256, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:25:14,482 - wikidata12k_both - [INFO] - [E:160| 900]: Train Loss:0.00094274, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:26:18,617 - wikidata12k_both - [INFO] - [E:160| 1000]: Train Loss:0.00094243, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:27:22,841 - wikidata12k_both - [INFO] - [E:160| 1100]: Train Loss:0.00094264, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:28:27,105 - wikidata12k_both - [INFO] - [E:160| 1200]: Train Loss:0.0009429, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:29:31,318 - wikidata12k_both - [INFO] - [E:160| 1300]: Train Loss:0.00094296, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:30:35,552 - wikidata12k_both - [INFO] - [E:160| 1400]: Train Loss:0.00094282, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:31:39,751 - wikidata12k_both - [INFO] - [E:160| 1500]: Train Loss:0.00094314, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:32:43,836 - wikidata12k_both - [INFO] - [E:160| 1600]: Train Loss:0.00094325, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:33:25,729 - wikidata12k_both - [INFO] - [Epoch:160]: Training Loss:0.0009432 + +2023-06-07 14:33:25,948 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 14:33:47,696 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 14:33:54,363 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 14:34:16,262 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 14:34:22,729 - wikidata12k_both - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.52047, Head : 0.36709, Avg : 0.44378 + +2023-06-07 14:34:22,730 - wikidata12k_both - [INFO] - [Epoch 160]: Training Loss: 0.00094316, Valid MRR: 0.45226, + + + +2023-06-07 14:34:23,384 - wikidata12k_both - [INFO] - [E:161| 0]: Train Loss:0.00093023, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:35:27,547 - wikidata12k_both - [INFO] - [E:161| 100]: Train Loss:0.00094367, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:36:31,724 - wikidata12k_both - [INFO] - [E:161| 200]: Train Loss:0.00094413, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:37:35,976 - wikidata12k_both - [INFO] - [E:161| 300]: Train Loss:0.00094259, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:38:40,174 - wikidata12k_both - [INFO] - [E:161| 400]: Train Loss:0.00094387, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:39:44,337 - wikidata12k_both - [INFO] - [E:161| 500]: Train Loss:0.00094399, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:40:48,526 - wikidata12k_both - [INFO] - [E:161| 600]: Train Loss:0.00094344, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:41:52,678 - wikidata12k_both - [INFO] - [E:161| 700]: Train Loss:0.00094384, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:42:56,888 - wikidata12k_both - [INFO] - [E:161| 800]: Train Loss:0.00094359, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:44:01,027 - wikidata12k_both - [INFO] - [E:161| 900]: Train Loss:0.00094374, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:45:05,132 - wikidata12k_both - [INFO] - [E:161| 1000]: Train Loss:0.00094348, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:46:09,311 - wikidata12k_both - [INFO] - [E:161| 1100]: Train Loss:0.00094363, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:47:13,448 - wikidata12k_both - [INFO] - [E:161| 1200]: Train Loss:0.00094343, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:48:17,604 - wikidata12k_both - [INFO] - [E:161| 1300]: Train Loss:0.00094344, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:49:21,781 - wikidata12k_both - [INFO] - [E:161| 1400]: Train Loss:0.00094329, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:50:25,884 - wikidata12k_both - [INFO] - [E:161| 1500]: Train Loss:0.00094305, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:51:30,134 - wikidata12k_both - [INFO] - [E:161| 1600]: Train Loss:0.00094298, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:52:12,030 - wikidata12k_both - [INFO] - [Epoch:161]: Training Loss:0.0009431 + +2023-06-07 14:52:12,249 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 14:52:33,938 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 14:52:40,572 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 14:53:02,489 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 14:53:08,960 - wikidata12k_both - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.51551, Head : 0.34042, Avg : 0.42797 + +2023-06-07 14:53:08,960 - wikidata12k_both - [INFO] - [Epoch 161]: Training Loss: 0.00094312, Valid MRR: 0.45226, + + + +2023-06-07 14:53:09,614 - wikidata12k_both - [INFO] - [E:162| 0]: Train Loss:0.00095395, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:54:13,807 - wikidata12k_both - [INFO] - [E:162| 100]: Train Loss:0.0009462, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:55:18,067 - wikidata12k_both - [INFO] - [E:162| 200]: Train Loss:0.00094664, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:56:22,249 - wikidata12k_both - [INFO] - [E:162| 300]: Train Loss:0.0009454, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:57:26,414 - wikidata12k_both - [INFO] - [E:162| 400]: Train Loss:0.00094487, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:58:30,573 - wikidata12k_both - [INFO] - [E:162| 500]: Train Loss:0.00094421, Val MRR:0.45226, wikidata12k_both +2023-06-07 14:59:34,734 - wikidata12k_both - [INFO] - [E:162| 600]: Train Loss:0.00094313, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:00:38,901 - wikidata12k_both - [INFO] - [E:162| 700]: Train Loss:0.00094293, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:01:43,078 - wikidata12k_both - [INFO] - [E:162| 800]: Train Loss:0.0009431, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:02:47,212 - wikidata12k_both - [INFO] - [E:162| 900]: Train Loss:0.00094299, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:03:51,372 - wikidata12k_both - [INFO] - [E:162| 1000]: Train Loss:0.00094273, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:04:55,469 - wikidata12k_both - [INFO] - [E:162| 1100]: Train Loss:0.00094249, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:05:59,554 - wikidata12k_both - [INFO] - [E:162| 1200]: Train Loss:0.00094257, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:07:03,716 - wikidata12k_both - [INFO] - [E:162| 1300]: Train Loss:0.00094255, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:08:07,875 - wikidata12k_both - [INFO] - [E:162| 1400]: Train Loss:0.00094277, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:09:12,008 - wikidata12k_both - [INFO] - [E:162| 1500]: Train Loss:0.00094269, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:10:16,082 - wikidata12k_both - [INFO] - [E:162| 1600]: Train Loss:0.00094258, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:10:57,994 - wikidata12k_both - [INFO] - [Epoch:162]: Training Loss:0.0009425 + +2023-06-07 15:10:58,214 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 15:11:19,886 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 15:11:26,508 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 15:11:48,367 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 15:11:54,851 - wikidata12k_both - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.51721, Head : 0.36922, Avg : 0.44322 + +2023-06-07 15:11:54,851 - wikidata12k_both - [INFO] - [Epoch 162]: Training Loss: 0.00094253, Valid MRR: 0.45226, + + + +2023-06-07 15:11:55,507 - wikidata12k_both - [INFO] - [E:163| 0]: Train Loss:0.0009656, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:12:59,664 - wikidata12k_both - [INFO] - [E:163| 100]: Train Loss:0.00094335, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:14:03,825 - wikidata12k_both - [INFO] - [E:163| 200]: Train Loss:0.00094308, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:15:08,017 - wikidata12k_both - [INFO] - [E:163| 300]: Train Loss:0.00094358, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:16:12,165 - wikidata12k_both - [INFO] - [E:163| 400]: Train Loss:0.00094247, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:17:16,362 - wikidata12k_both - [INFO] - [E:163| 500]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:18:20,622 - wikidata12k_both - [INFO] - [E:163| 600]: Train Loss:0.00094294, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:19:24,781 - wikidata12k_both - [INFO] - [E:163| 700]: Train Loss:0.00094285, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:20:28,978 - wikidata12k_both - [INFO] - [E:163| 800]: Train Loss:0.00094287, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:21:33,160 - wikidata12k_both - [INFO] - [E:163| 900]: Train Loss:0.00094255, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:22:37,335 - wikidata12k_both - [INFO] - [E:163| 1000]: Train Loss:0.00094252, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:23:41,524 - wikidata12k_both - [INFO] - [E:163| 1100]: Train Loss:0.00094257, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:24:45,755 - wikidata12k_both - [INFO] - [E:163| 1200]: Train Loss:0.00094236, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:25:49,955 - wikidata12k_both - [INFO] - [E:163| 1300]: Train Loss:0.00094238, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:26:54,203 - wikidata12k_both - [INFO] - [E:163| 1400]: Train Loss:0.00094224, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:27:58,357 - wikidata12k_both - [INFO] - [E:163| 1500]: Train Loss:0.00094216, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:29:02,525 - wikidata12k_both - [INFO] - [E:163| 1600]: Train Loss:0.00094222, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:29:44,527 - wikidata12k_both - [INFO] - [Epoch:163]: Training Loss:0.0009422 + +2023-06-07 15:29:44,752 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 15:30:06,449 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 15:30:13,074 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 15:30:34,959 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 15:30:41,423 - wikidata12k_both - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.52497, Head : 0.32008, Avg : 0.42252 + +2023-06-07 15:30:41,423 - wikidata12k_both - [INFO] - [Epoch 163]: Training Loss: 0.00094221, Valid MRR: 0.45226, + + + +2023-06-07 15:30:42,087 - wikidata12k_both - [INFO] - [E:164| 0]: Train Loss:0.00097622, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:31:46,277 - wikidata12k_both - [INFO] - [E:164| 100]: Train Loss:0.00094427, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:32:50,522 - wikidata12k_both - [INFO] - [E:164| 200]: Train Loss:0.00094469, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:33:54,608 - wikidata12k_both - [INFO] - [E:164| 300]: Train Loss:0.00094326, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:34:58,686 - wikidata12k_both - [INFO] - [E:164| 400]: Train Loss:0.0009437, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:36:02,868 - wikidata12k_both - [INFO] - [E:164| 500]: Train Loss:0.00094345, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:37:06,958 - wikidata12k_both - [INFO] - [E:164| 600]: Train Loss:0.0009433, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:38:11,032 - wikidata12k_both - [INFO] - [E:164| 700]: Train Loss:0.00094293, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:39:15,296 - wikidata12k_both - [INFO] - [E:164| 800]: Train Loss:0.00094272, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:40:19,489 - wikidata12k_both - [INFO] - [E:164| 900]: Train Loss:0.00094252, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:41:23,683 - wikidata12k_both - [INFO] - [E:164| 1000]: Train Loss:0.00094281, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:42:27,846 - wikidata12k_both - [INFO] - [E:164| 1100]: Train Loss:0.00094313, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:43:31,953 - wikidata12k_both - [INFO] - [E:164| 1200]: Train Loss:0.00094304, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:44:36,079 - wikidata12k_both - [INFO] - [E:164| 1300]: Train Loss:0.00094326, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:45:40,256 - wikidata12k_both - [INFO] - [E:164| 1400]: Train Loss:0.00094312, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:46:44,442 - wikidata12k_both - [INFO] - [E:164| 1500]: Train Loss:0.00094314, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:47:48,727 - wikidata12k_both - [INFO] - [E:164| 1600]: Train Loss:0.0009428, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:48:30,621 - wikidata12k_both - [INFO] - [Epoch:164]: Training Loss:0.0009426 + +2023-06-07 15:48:30,841 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 15:48:52,548 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 15:48:59,180 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 15:49:21,061 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 15:49:27,525 - wikidata12k_both - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.52531, Head : 0.36274, Avg : 0.44402 + +2023-06-07 15:49:27,525 - wikidata12k_both - [INFO] - [Epoch 164]: Training Loss: 0.00094256, Valid MRR: 0.45226, + + + +2023-06-07 15:49:28,182 - wikidata12k_both - [INFO] - [E:165| 0]: Train Loss:0.00093513, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:50:32,427 - wikidata12k_both - [INFO] - [E:165| 100]: Train Loss:0.00094316, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:51:36,603 - wikidata12k_both - [INFO] - [E:165| 200]: Train Loss:0.00094132, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:52:40,841 - wikidata12k_both - [INFO] - [E:165| 300]: Train Loss:0.0009408, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:53:45,033 - wikidata12k_both - [INFO] - [E:165| 400]: Train Loss:0.0009417, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:54:49,166 - wikidata12k_both - [INFO] - [E:165| 500]: Train Loss:0.0009426, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:55:53,307 - wikidata12k_both - [INFO] - [E:165| 600]: Train Loss:0.00094305, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:56:57,433 - wikidata12k_both - [INFO] - [E:165| 700]: Train Loss:0.00094346, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:58:01,523 - wikidata12k_both - [INFO] - [E:165| 800]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both +2023-06-07 15:59:05,657 - wikidata12k_both - [INFO] - [E:165| 900]: Train Loss:0.00094296, Val MRR:0.45226, wikidata12k_both +2023-06-07 16:00:09,851 - wikidata12k_both - [INFO] - [E:165| 1000]: Train Loss:0.00094298, Val MRR:0.45226, wikidata12k_both +2023-06-07 16:01:14,061 - wikidata12k_both - [INFO] - [E:165| 1100]: Train Loss:0.00094254, Val MRR:0.45226, wikidata12k_both +2023-06-07 16:02:18,357 - wikidata12k_both - [INFO] - [E:165| 1200]: Train Loss:0.00094266, Val MRR:0.45226, wikidata12k_both +2023-06-07 16:03:22,432 - wikidata12k_both - [INFO] - [E:165| 1300]: Train Loss:0.00094266, Val MRR:0.45226, wikidata12k_both +2023-06-07 16:04:26,517 - wikidata12k_both - [INFO] - [E:165| 1400]: Train Loss:0.00094237, Val MRR:0.45226, wikidata12k_both +2023-06-07 16:05:30,739 - wikidata12k_both - [INFO] - [E:165| 1500]: Train Loss:0.00094222, Val MRR:0.45226, wikidata12k_both +2023-06-07 16:06:34,843 - wikidata12k_both - [INFO] - [E:165| 1600]: Train Loss:0.0009421, Val MRR:0.45226, wikidata12k_both +2023-06-07 16:07:16,741 - wikidata12k_both - [INFO] - [Epoch:165]: Training Loss:0.0009423 + +2023-06-07 16:07:16,961 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 16:07:38,631 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 16:07:45,261 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 16:08:07,219 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 16:08:13,704 - wikidata12k_both - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.51976, Head : 0.38951, Avg : 0.45463 + +2023-06-07 16:08:14,698 - wikidata12k_both - [INFO] - [Epoch 165]: Training Loss: 0.00094227, Valid MRR: 0.45463, + + + +2023-06-07 16:08:15,354 - wikidata12k_both - [INFO] - [E:166| 0]: Train Loss:0.00092634, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:09:19,592 - wikidata12k_both - [INFO] - [E:166| 100]: Train Loss:0.00094098, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:10:23,839 - wikidata12k_both - [INFO] - [E:166| 200]: Train Loss:0.00094252, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:11:28,102 - wikidata12k_both - [INFO] - [E:166| 300]: Train Loss:0.00094291, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:12:32,182 - wikidata12k_both - [INFO] - [E:166| 400]: Train Loss:0.00094154, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:13:36,279 - wikidata12k_both - [INFO] - [E:166| 500]: Train Loss:0.00094121, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:14:40,423 - wikidata12k_both - [INFO] - [E:166| 600]: Train Loss:0.00094205, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:15:44,499 - wikidata12k_both - [INFO] - [E:166| 700]: Train Loss:0.00094178, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:16:48,678 - wikidata12k_both - [INFO] - [E:166| 800]: Train Loss:0.0009415, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:17:52,857 - wikidata12k_both - [INFO] - [E:166| 900]: Train Loss:0.00094187, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:18:56,967 - wikidata12k_both - [INFO] - [E:166| 1000]: Train Loss:0.00094199, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:20:01,071 - wikidata12k_both - [INFO] - [E:166| 1100]: Train Loss:0.00094206, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:21:05,174 - wikidata12k_both - [INFO] - [E:166| 1200]: Train Loss:0.00094216, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:22:09,453 - wikidata12k_both - [INFO] - [E:166| 1300]: Train Loss:0.00094206, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:23:13,686 - wikidata12k_both - [INFO] - [E:166| 1400]: Train Loss:0.00094198, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:24:17,883 - wikidata12k_both - [INFO] - [E:166| 1500]: Train Loss:0.00094207, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:25:22,084 - wikidata12k_both - [INFO] - [E:166| 1600]: Train Loss:0.00094178, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:26:04,095 - wikidata12k_both - [INFO] - [Epoch:166]: Training Loss:0.0009418 + +2023-06-07 16:26:04,315 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 16:26:25,992 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 16:26:32,615 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 16:26:54,499 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 16:27:00,962 - wikidata12k_both - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.52371, Head : 0.38184, Avg : 0.45278 + +2023-06-07 16:27:00,962 - wikidata12k_both - [INFO] - [Epoch 166]: Training Loss: 0.00094182, Valid MRR: 0.45463, + + + +2023-06-07 16:27:01,617 - wikidata12k_both - [INFO] - [E:167| 0]: Train Loss:0.00093636, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:28:05,782 - wikidata12k_both - [INFO] - [E:167| 100]: Train Loss:0.00094267, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:29:10,205 - wikidata12k_both - [INFO] - [E:167| 200]: Train Loss:0.00094309, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:30:15,191 - wikidata12k_both - [INFO] - [E:167| 300]: Train Loss:0.00094255, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:31:19,249 - wikidata12k_both - [INFO] - [E:167| 400]: Train Loss:0.00094193, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:32:23,362 - wikidata12k_both - [INFO] - [E:167| 500]: Train Loss:0.0009418, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:33:27,432 - wikidata12k_both - [INFO] - [E:167| 600]: Train Loss:0.00094206, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:34:31,482 - wikidata12k_both - [INFO] - [E:167| 700]: Train Loss:0.00094181, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:35:35,538 - wikidata12k_both - [INFO] - [E:167| 800]: Train Loss:0.00094183, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:36:39,604 - wikidata12k_both - [INFO] - [E:167| 900]: Train Loss:0.00094203, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:37:43,789 - wikidata12k_both - [INFO] - [E:167| 1000]: Train Loss:0.00094187, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:38:47,857 - wikidata12k_both - [INFO] - [E:167| 1100]: Train Loss:0.00094176, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:39:51,938 - wikidata12k_both - [INFO] - [E:167| 1200]: Train Loss:0.00094197, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:40:56,110 - wikidata12k_both - [INFO] - [E:167| 1300]: Train Loss:0.00094177, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:42:00,181 - wikidata12k_both - [INFO] - [E:167| 1400]: Train Loss:0.00094173, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:43:04,306 - wikidata12k_both - [INFO] - [E:167| 1500]: Train Loss:0.00094172, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:44:08,541 - wikidata12k_both - [INFO] - [E:167| 1600]: Train Loss:0.00094149, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:44:50,485 - wikidata12k_both - [INFO] - [Epoch:167]: Training Loss:0.0009416 + +2023-06-07 16:44:50,704 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 16:45:12,366 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 16:45:18,986 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 16:45:40,854 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 16:45:47,322 - wikidata12k_both - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.52266, Head : 0.33681, Avg : 0.42973 + +2023-06-07 16:45:47,322 - wikidata12k_both - [INFO] - [Epoch 167]: Training Loss: 0.0009416, Valid MRR: 0.45463, + + + +2023-06-07 16:45:47,978 - wikidata12k_both - [INFO] - [E:168| 0]: Train Loss:0.0009503, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:46:52,145 - wikidata12k_both - [INFO] - [E:168| 100]: Train Loss:0.00094203, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:47:56,217 - wikidata12k_both - [INFO] - [E:168| 200]: Train Loss:0.00094, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:49:00,313 - wikidata12k_both - [INFO] - [E:168| 300]: Train Loss:0.00093987, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:50:04,547 - wikidata12k_both - [INFO] - [E:168| 400]: Train Loss:0.0009399, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:51:08,795 - wikidata12k_both - [INFO] - [E:168| 500]: Train Loss:0.00094052, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:52:12,977 - wikidata12k_both - [INFO] - [E:168| 600]: Train Loss:0.00094023, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:52:25,479 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-07 16:53:08,375 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 64, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-07 16:53:18,510 - wikidata12k_both - [INFO] - [E:168| 700]: Train Loss:0.00094042, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:53:19,684 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_both +2023-06-07 16:53:46,615 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_both +2023-06-07 16:54:13,537 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 200] wikidata12k_both +2023-06-07 16:54:27,890 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 0] wikidata12k_both +2023-06-07 16:54:54,956 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 100] wikidata12k_both +2023-06-07 16:55:21,971 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 200] wikidata12k_both +2023-06-07 16:55:29,822 - wikidata12k_both - [INFO] - [E:168| 800]: Train Loss:0.00094038, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:55:36,076 - wikidata12k_both - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.49125, Head : 0.3441, Avg : 0.41767 + MR: Tail : 857.1, Head : 903.4, Avg : 880.25 + Hit-1: Tail : 0.40698, Head : 0.2515, Avg : 0.32924 + Hit-3: Tail : 0.54579, Head : 0.38333, Avg : 0.46456 + Hit-10: Tail : 0.64069, Head : 0.54437, Avg : 0.59253 +2023-06-07 16:56:37,138 - wikidata12k_both - [INFO] - [E:168| 900]: Train Loss:0.00094064, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:57:41,313 - wikidata12k_both - [INFO] - [E:168| 1000]: Train Loss:0.00094093, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:58:45,578 - wikidata12k_both - [INFO] - [E:168| 1100]: Train Loss:0.00094096, Val MRR:0.45463, wikidata12k_both +2023-06-07 16:59:49,799 - wikidata12k_both - [INFO] - [E:168| 1200]: Train Loss:0.00094091, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:00:53,946 - wikidata12k_both - [INFO] - [E:168| 1300]: Train Loss:0.00094126, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:01:58,168 - wikidata12k_both - [INFO] - [E:168| 1400]: Train Loss:0.00094133, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:03:02,388 - wikidata12k_both - [INFO] - [E:168| 1500]: Train Loss:0.00094148, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:04:06,621 - wikidata12k_both - [INFO] - [E:168| 1600]: Train Loss:0.00094141, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:04:48,575 - wikidata12k_both - [INFO] - [Epoch:168]: Training Loss:0.0009416 + +2023-06-07 17:04:48,795 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 17:05:10,488 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 17:05:17,113 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 17:05:39,001 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 17:05:45,470 - wikidata12k_both - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.51711, Head : 0.33922, Avg : 0.42816 + +2023-06-07 17:05:45,470 - wikidata12k_both - [INFO] - [Epoch 168]: Training Loss: 0.00094155, Valid MRR: 0.45463, + + + +2023-06-07 17:05:46,125 - wikidata12k_both - [INFO] - [E:169| 0]: Train Loss:0.00093616, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:06:50,251 - wikidata12k_both - [INFO] - [E:169| 100]: Train Loss:0.00094306, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:07:54,474 - wikidata12k_both - [INFO] - [E:169| 200]: Train Loss:0.00094022, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:08:58,596 - wikidata12k_both - [INFO] - [E:169| 300]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:10:02,726 - wikidata12k_both - [INFO] - [E:169| 400]: Train Loss:0.00094007, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:11:06,938 - wikidata12k_both - [INFO] - [E:169| 500]: Train Loss:0.00094054, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:12:11,119 - wikidata12k_both - [INFO] - [E:169| 600]: Train Loss:0.0009412, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:13:15,426 - wikidata12k_both - [INFO] - [E:169| 700]: Train Loss:0.00094108, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:14:19,566 - wikidata12k_both - [INFO] - [E:169| 800]: Train Loss:0.00094117, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:15:23,839 - wikidata12k_both - [INFO] - [E:169| 900]: Train Loss:0.00094115, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:16:28,102 - wikidata12k_both - [INFO] - [E:169| 1000]: Train Loss:0.00094169, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:17:32,297 - wikidata12k_both - [INFO] - [E:169| 1100]: Train Loss:0.00094165, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:18:36,470 - wikidata12k_both - [INFO] - [E:169| 1200]: Train Loss:0.00094167, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:19:40,659 - wikidata12k_both - [INFO] - [E:169| 1300]: Train Loss:0.00094158, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:20:44,799 - wikidata12k_both - [INFO] - [E:169| 1400]: Train Loss:0.00094149, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:21:48,979 - wikidata12k_both - [INFO] - [E:169| 1500]: Train Loss:0.00094141, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:22:53,240 - wikidata12k_both - [INFO] - [E:169| 1600]: Train Loss:0.00094139, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:23:35,200 - wikidata12k_both - [INFO] - [Epoch:169]: Training Loss:0.0009414 + +2023-06-07 17:23:35,420 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 17:23:57,152 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 17:24:03,789 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 17:24:25,683 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 17:24:32,150 - wikidata12k_both - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.52102, Head : 0.38368, Avg : 0.45235 + MR: Tail : 850.97, Head : 807.38, Avg : 829.17 + Hit-1: Tail : 0.43844, Head : 0.28647, Avg : 0.36245 + Hit-3: Tail : 0.57054, Head : 0.43844, Avg : 0.50449 + Hit-10: Tail : 0.67038, Head : 0.58467, Avg : 0.62752 +2023-06-07 17:24:32,150 - wikidata12k_both - [INFO] - [Epoch 169]: Training Loss: 0.00094141, Valid MRR: 0.45463, + + + +2023-06-07 17:24:32,807 - wikidata12k_both - [INFO] - [E:170| 0]: Train Loss:0.00092261, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:25:37,075 - wikidata12k_both - [INFO] - [E:170| 100]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:26:41,364 - wikidata12k_both - [INFO] - [E:170| 200]: Train Loss:0.00094053, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:27:45,691 - wikidata12k_both - [INFO] - [E:170| 300]: Train Loss:0.00094025, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:28:49,815 - wikidata12k_both - [INFO] - [E:170| 400]: Train Loss:0.00093983, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:29:53,920 - wikidata12k_both - [INFO] - [E:170| 500]: Train Loss:0.00093938, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:30:58,146 - wikidata12k_both - [INFO] - [E:170| 600]: Train Loss:0.00093944, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:32:02,325 - wikidata12k_both - [INFO] - [E:170| 700]: Train Loss:0.00093962, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:33:06,505 - wikidata12k_both - [INFO] - [E:170| 800]: Train Loss:0.00094047, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:34:10,691 - wikidata12k_both - [INFO] - [E:170| 900]: Train Loss:0.0009406, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:35:14,897 - wikidata12k_both - [INFO] - [E:170| 1000]: Train Loss:0.00094042, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:36:19,210 - wikidata12k_both - [INFO] - [E:170| 1100]: Train Loss:0.00094009, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:37:23,507 - wikidata12k_both - [INFO] - [E:170| 1200]: Train Loss:0.00094034, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:38:27,739 - wikidata12k_both - [INFO] - [E:170| 1300]: Train Loss:0.00094047, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:39:31,906 - wikidata12k_both - [INFO] - [E:170| 1400]: Train Loss:0.00094087, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:40:36,202 - wikidata12k_both - [INFO] - [E:170| 1500]: Train Loss:0.00094095, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:41:40,406 - wikidata12k_both - [INFO] - [E:170| 1600]: Train Loss:0.00094097, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:42:22,323 - wikidata12k_both - [INFO] - [Epoch:170]: Training Loss:0.0009413 + +2023-06-07 17:42:22,543 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 17:42:44,293 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 17:42:50,943 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 17:43:12,839 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 17:43:19,303 - wikidata12k_both - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.5209, Head : 0.35584, Avg : 0.43837 + +2023-06-07 17:43:19,303 - wikidata12k_both - [INFO] - [Epoch 170]: Training Loss: 0.00094129, Valid MRR: 0.45463, + + + +2023-06-07 17:43:19,959 - wikidata12k_both - [INFO] - [E:171| 0]: Train Loss:0.00091484, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:44:24,196 - wikidata12k_both - [INFO] - [E:171| 100]: Train Loss:0.00093941, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:45:28,348 - wikidata12k_both - [INFO] - [E:171| 200]: Train Loss:0.00093984, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:46:32,494 - wikidata12k_both - [INFO] - [E:171| 300]: Train Loss:0.0009405, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:47:36,650 - wikidata12k_both - [INFO] - [E:171| 400]: Train Loss:0.00094035, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:48:40,859 - wikidata12k_both - [INFO] - [E:171| 500]: Train Loss:0.00094036, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:49:45,022 - wikidata12k_both - [INFO] - [E:171| 600]: Train Loss:0.00093992, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:50:49,169 - wikidata12k_both - [INFO] - [E:171| 700]: Train Loss:0.00094001, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:51:53,438 - wikidata12k_both - [INFO] - [E:171| 800]: Train Loss:0.00094027, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:52:57,685 - wikidata12k_both - [INFO] - [E:171| 900]: Train Loss:0.00094047, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:54:01,974 - wikidata12k_both - [INFO] - [E:171| 1000]: Train Loss:0.00094067, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:55:06,192 - wikidata12k_both - [INFO] - [E:171| 1100]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:56:10,357 - wikidata12k_both - [INFO] - [E:171| 1200]: Train Loss:0.00094136, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:57:14,490 - wikidata12k_both - [INFO] - [E:171| 1300]: Train Loss:0.00094146, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:58:18,737 - wikidata12k_both - [INFO] - [E:171| 1400]: Train Loss:0.00094125, Val MRR:0.45463, wikidata12k_both +2023-06-07 17:59:22,966 - wikidata12k_both - [INFO] - [E:171| 1500]: Train Loss:0.00094138, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:00:27,283 - wikidata12k_both - [INFO] - [E:171| 1600]: Train Loss:0.00094122, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:01:09,225 - wikidata12k_both - [INFO] - [Epoch:171]: Training Loss:0.0009413 + +2023-06-07 18:01:09,445 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 18:01:31,130 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 18:01:37,761 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 18:01:59,663 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 18:02:06,126 - wikidata12k_both - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.52229, Head : 0.37274, Avg : 0.44752 + +2023-06-07 18:02:06,126 - wikidata12k_both - [INFO] - [Epoch 171]: Training Loss: 0.00094129, Valid MRR: 0.45463, + + + +2023-06-07 18:02:06,782 - wikidata12k_both - [INFO] - [E:172| 0]: Train Loss:0.00094159, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:03:10,938 - wikidata12k_both - [INFO] - [E:172| 100]: Train Loss:0.00094209, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:04:15,205 - wikidata12k_both - [INFO] - [E:172| 200]: Train Loss:0.00094115, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:05:19,440 - wikidata12k_both - [INFO] - [E:172| 300]: Train Loss:0.00094079, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:06:23,704 - wikidata12k_both - [INFO] - [E:172| 400]: Train Loss:0.0009405, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:07:27,818 - wikidata12k_both - [INFO] - [E:172| 500]: Train Loss:0.00094095, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:08:31,940 - wikidata12k_both - [INFO] - [E:172| 600]: Train Loss:0.00094079, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:09:36,167 - wikidata12k_both - [INFO] - [E:172| 700]: Train Loss:0.00094119, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:10:40,431 - wikidata12k_both - [INFO] - [E:172| 800]: Train Loss:0.00094128, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:11:44,734 - wikidata12k_both - [INFO] - [E:172| 900]: Train Loss:0.00094125, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:12:49,003 - wikidata12k_both - [INFO] - [E:172| 1000]: Train Loss:0.0009415, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:13:53,258 - wikidata12k_both - [INFO] - [E:172| 1100]: Train Loss:0.00094168, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:14:57,419 - wikidata12k_both - [INFO] - [E:172| 1200]: Train Loss:0.00094156, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:16:01,718 - wikidata12k_both - [INFO] - [E:172| 1300]: Train Loss:0.00094148, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:17:05,905 - wikidata12k_both - [INFO] - [E:172| 1400]: Train Loss:0.00094142, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:18:10,215 - wikidata12k_both - [INFO] - [E:172| 1500]: Train Loss:0.00094124, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:19:14,430 - wikidata12k_both - [INFO] - [E:172| 1600]: Train Loss:0.000941, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:19:56,341 - wikidata12k_both - [INFO] - [Epoch:172]: Training Loss:0.000941 + +2023-06-07 18:19:56,561 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 18:20:18,275 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 18:20:24,908 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 18:20:46,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 18:20:53,278 - wikidata12k_both - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.52027, Head : 0.36194, Avg : 0.4411 + +2023-06-07 18:20:53,278 - wikidata12k_both - [INFO] - [Epoch 172]: Training Loss: 0.00094096, Valid MRR: 0.45463, + + + +2023-06-07 18:20:53,936 - wikidata12k_both - [INFO] - [E:173| 0]: Train Loss:0.00092675, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:21:58,287 - wikidata12k_both - [INFO] - [E:173| 100]: Train Loss:0.00094, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:23:02,488 - wikidata12k_both - [INFO] - [E:173| 200]: Train Loss:0.00094197, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:24:06,752 - wikidata12k_both - [INFO] - [E:173| 300]: Train Loss:0.0009412, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:25:10,930 - wikidata12k_both - [INFO] - [E:173| 400]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:26:15,075 - wikidata12k_both - [INFO] - [E:173| 500]: Train Loss:0.00094042, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:27:19,354 - wikidata12k_both - [INFO] - [E:173| 600]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:28:23,632 - wikidata12k_both - [INFO] - [E:173| 700]: Train Loss:0.00094049, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:29:27,751 - wikidata12k_both - [INFO] - [E:173| 800]: Train Loss:0.00094076, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:30:31,919 - wikidata12k_both - [INFO] - [E:173| 900]: Train Loss:0.00094125, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:31:36,137 - wikidata12k_both - [INFO] - [E:173| 1000]: Train Loss:0.00094089, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:32:40,365 - wikidata12k_both - [INFO] - [E:173| 1100]: Train Loss:0.00094077, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:33:44,636 - wikidata12k_both - [INFO] - [E:173| 1200]: Train Loss:0.00094083, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:34:48,904 - wikidata12k_both - [INFO] - [E:173| 1300]: Train Loss:0.00094071, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:35:53,093 - wikidata12k_both - [INFO] - [E:173| 1400]: Train Loss:0.00094068, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:36:57,278 - wikidata12k_both - [INFO] - [E:173| 1500]: Train Loss:0.00094075, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:38:01,509 - wikidata12k_both - [INFO] - [E:173| 1600]: Train Loss:0.00094089, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:38:43,478 - wikidata12k_both - [INFO] - [Epoch:173]: Training Loss:0.000941 + +2023-06-07 18:38:43,698 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 18:39:05,462 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 18:39:12,101 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 18:39:33,998 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 18:39:40,467 - wikidata12k_both - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.51944, Head : 0.35963, Avg : 0.43953 + +2023-06-07 18:39:40,467 - wikidata12k_both - [INFO] - [Epoch 173]: Training Loss: 0.00094104, Valid MRR: 0.45463, + + + +2023-06-07 18:39:41,122 - wikidata12k_both - [INFO] - [E:174| 0]: Train Loss:0.00095672, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:40:45,381 - wikidata12k_both - [INFO] - [E:174| 100]: Train Loss:0.0009406, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:41:49,676 - wikidata12k_both - [INFO] - [E:174| 200]: Train Loss:0.00094046, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:42:53,838 - wikidata12k_both - [INFO] - [E:174| 300]: Train Loss:0.00094036, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:43:57,949 - wikidata12k_both - [INFO] - [E:174| 400]: Train Loss:0.00094062, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:45:02,141 - wikidata12k_both - [INFO] - [E:174| 500]: Train Loss:0.00094003, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:46:06,286 - wikidata12k_both - [INFO] - [E:174| 600]: Train Loss:0.00094032, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:47:10,415 - wikidata12k_both - [INFO] - [E:174| 700]: Train Loss:0.00094024, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:48:14,587 - wikidata12k_both - [INFO] - [E:174| 800]: Train Loss:0.00094034, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:49:18,684 - wikidata12k_both - [INFO] - [E:174| 900]: Train Loss:0.00094077, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:50:22,847 - wikidata12k_both - [INFO] - [E:174| 1000]: Train Loss:0.00094084, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:51:27,064 - wikidata12k_both - [INFO] - [E:174| 1100]: Train Loss:0.00094065, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:52:31,216 - wikidata12k_both - [INFO] - [E:174| 1200]: Train Loss:0.00094071, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:53:35,508 - wikidata12k_both - [INFO] - [E:174| 1300]: Train Loss:0.00094065, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:54:39,929 - wikidata12k_both - [INFO] - [E:174| 1400]: Train Loss:0.00094084, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:56:05,519 - wikidata12k_both - [INFO] - [E:174| 1500]: Train Loss:0.00094064, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:57:09,964 - wikidata12k_both - [INFO] - [E:174| 1600]: Train Loss:0.00094071, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:57:52,004 - wikidata12k_both - [INFO] - [Epoch:174]: Training Loss:0.0009406 + +2023-06-07 18:57:52,224 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 18:58:14,425 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 18:58:22,323 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 18:58:44,199 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 18:58:50,672 - wikidata12k_both - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.52281, Head : 0.37799, Avg : 0.4504 + +2023-06-07 18:58:50,672 - wikidata12k_both - [INFO] - [Epoch 174]: Training Loss: 0.00094063, Valid MRR: 0.45463, + + + +2023-06-07 18:58:51,329 - wikidata12k_both - [INFO] - [E:175| 0]: Train Loss:0.00090906, Val MRR:0.45463, wikidata12k_both +2023-06-07 18:59:55,441 - wikidata12k_both - [INFO] - [E:175| 100]: Train Loss:0.00094088, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:00:59,624 - wikidata12k_both - [INFO] - [E:175| 200]: Train Loss:0.00094275, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:02:03,809 - wikidata12k_both - [INFO] - [E:175| 300]: Train Loss:0.00094106, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:03:08,070 - wikidata12k_both - [INFO] - [E:175| 400]: Train Loss:0.00094047, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:04:12,266 - wikidata12k_both - [INFO] - [E:175| 500]: Train Loss:0.00093965, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:05:16,469 - wikidata12k_both - [INFO] - [E:175| 600]: Train Loss:0.00094013, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:06:20,804 - wikidata12k_both - [INFO] - [E:175| 700]: Train Loss:0.00094045, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:07:25,075 - wikidata12k_both - [INFO] - [E:175| 800]: Train Loss:0.00094066, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:08:29,307 - wikidata12k_both - [INFO] - [E:175| 900]: Train Loss:0.00094061, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:09:33,518 - wikidata12k_both - [INFO] - [E:175| 1000]: Train Loss:0.00094061, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:10:37,684 - wikidata12k_both - [INFO] - [E:175| 1100]: Train Loss:0.00094063, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:11:41,806 - wikidata12k_both - [INFO] - [E:175| 1200]: Train Loss:0.00094044, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:12:45,980 - wikidata12k_both - [INFO] - [E:175| 1300]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:13:50,129 - wikidata12k_both - [INFO] - [E:175| 1400]: Train Loss:0.00094039, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:14:54,217 - wikidata12k_both - [INFO] - [E:175| 1500]: Train Loss:0.00094001, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:15:58,384 - wikidata12k_both - [INFO] - [E:175| 1600]: Train Loss:0.00094002, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:16:40,270 - wikidata12k_both - [INFO] - [Epoch:175]: Training Loss:0.0009403 + +2023-06-07 19:16:40,491 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 19:17:02,198 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 19:17:08,825 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 19:17:30,703 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 19:17:37,166 - wikidata12k_both - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.5246, Head : 0.37224, Avg : 0.44842 + +2023-06-07 19:17:37,166 - wikidata12k_both - [INFO] - [Epoch 175]: Training Loss: 0.00094028, Valid MRR: 0.45463, + + + +2023-06-07 19:17:37,822 - wikidata12k_both - [INFO] - [E:176| 0]: Train Loss:0.00092126, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:18:42,034 - wikidata12k_both - [INFO] - [E:176| 100]: Train Loss:0.00093713, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:19:46,232 - wikidata12k_both - [INFO] - [E:176| 200]: Train Loss:0.00093917, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:20:50,507 - wikidata12k_both - [INFO] - [E:176| 300]: Train Loss:0.00093854, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:21:54,800 - wikidata12k_both - [INFO] - [E:176| 400]: Train Loss:0.00093832, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:22:59,067 - wikidata12k_both - [INFO] - [E:176| 500]: Train Loss:0.00093851, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:24:03,294 - wikidata12k_both - [INFO] - [E:176| 600]: Train Loss:0.00093936, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:25:07,384 - wikidata12k_both - [INFO] - [E:176| 700]: Train Loss:0.0009394, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:26:11,559 - wikidata12k_both - [INFO] - [E:176| 800]: Train Loss:0.00093949, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:27:15,776 - wikidata12k_both - [INFO] - [E:176| 900]: Train Loss:0.00093927, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:28:19,966 - wikidata12k_both - [INFO] - [E:176| 1000]: Train Loss:0.00093942, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:29:24,275 - wikidata12k_both - [INFO] - [E:176| 1100]: Train Loss:0.00093952, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:30:28,544 - wikidata12k_both - [INFO] - [E:176| 1200]: Train Loss:0.00093973, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:31:32,677 - wikidata12k_both - [INFO] - [E:176| 1300]: Train Loss:0.00093994, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:32:36,947 - wikidata12k_both - [INFO] - [E:176| 1400]: Train Loss:0.00094032, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:33:41,421 - wikidata12k_both - [INFO] - [E:176| 1500]: Train Loss:0.00094025, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:35:12,953 - wikidata12k_both - [INFO] - [E:176| 1600]: Train Loss:0.00094012, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:36:37,897 - wikidata12k_both - [INFO] - [Epoch:176]: Training Loss:0.0009403 + +2023-06-07 19:36:38,360 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 19:37:23,640 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 19:37:37,375 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 19:38:22,759 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 19:38:36,184 - wikidata12k_both - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.52405, Head : 0.28117, Avg : 0.40261 + +2023-06-07 19:38:36,184 - wikidata12k_both - [INFO] - [Epoch 176]: Training Loss: 0.00094031, Valid MRR: 0.45463, + + + +2023-06-07 19:38:37,475 - wikidata12k_both - [INFO] - [E:177| 0]: Train Loss:0.00091965, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:40:46,391 - wikidata12k_both - [INFO] - [E:177| 100]: Train Loss:0.00094186, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:42:53,916 - wikidata12k_both - [INFO] - [E:177| 200]: Train Loss:0.00094098, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:45:03,064 - wikidata12k_both - [INFO] - [E:177| 300]: Train Loss:0.00094146, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:47:10,955 - wikidata12k_both - [INFO] - [E:177| 400]: Train Loss:0.00094067, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:49:19,341 - wikidata12k_both - [INFO] - [E:177| 500]: Train Loss:0.00094063, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:51:27,503 - wikidata12k_both - [INFO] - [E:177| 600]: Train Loss:0.00094088, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:53:36,416 - wikidata12k_both - [INFO] - [E:177| 700]: Train Loss:0.00094101, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:55:44,985 - wikidata12k_both - [INFO] - [E:177| 800]: Train Loss:0.00094093, Val MRR:0.45463, wikidata12k_both +2023-06-07 19:57:53,659 - wikidata12k_both - [INFO] - [E:177| 900]: Train Loss:0.00094102, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:00:02,162 - wikidata12k_both - [INFO] - [E:177| 1000]: Train Loss:0.00094069, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:02:09,801 - wikidata12k_both - [INFO] - [E:177| 1100]: Train Loss:0.00094053, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:04:17,618 - wikidata12k_both - [INFO] - [E:177| 1200]: Train Loss:0.00094036, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:06:25,794 - wikidata12k_both - [INFO] - [E:177| 1300]: Train Loss:0.00094025, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:08:34,059 - wikidata12k_both - [INFO] - [E:177| 1400]: Train Loss:0.00094005, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:10:42,163 - wikidata12k_both - [INFO] - [E:177| 1500]: Train Loss:0.00094035, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:12:50,673 - wikidata12k_both - [INFO] - [E:177| 1600]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:14:14,472 - wikidata12k_both - [INFO] - [Epoch:177]: Training Loss:0.0009402 + +2023-06-07 20:14:14,939 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 20:14:59,842 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 20:15:13,643 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 20:15:58,606 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 20:16:11,941 - wikidata12k_both - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.52389, Head : 0.35888, Avg : 0.44139 + +2023-06-07 20:16:11,941 - wikidata12k_both - [INFO] - [Epoch 177]: Training Loss: 0.00094017, Valid MRR: 0.45463, + + + +2023-06-07 20:16:13,250 - wikidata12k_both - [INFO] - [E:178| 0]: Train Loss:0.00093221, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:18:22,227 - wikidata12k_both - [INFO] - [E:178| 100]: Train Loss:0.00093822, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:20:29,961 - wikidata12k_both - [INFO] - [E:178| 200]: Train Loss:0.00093734, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:22:38,253 - wikidata12k_both - [INFO] - [E:178| 300]: Train Loss:0.00093841, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:24:47,378 - wikidata12k_both - [INFO] - [E:178| 400]: Train Loss:0.00093844, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:26:55,768 - wikidata12k_both - [INFO] - [E:178| 500]: Train Loss:0.00093899, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:29:04,514 - wikidata12k_both - [INFO] - [E:178| 600]: Train Loss:0.00093916, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:31:12,417 - wikidata12k_both - [INFO] - [E:178| 700]: Train Loss:0.00093959, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:33:21,238 - wikidata12k_both - [INFO] - [E:178| 800]: Train Loss:0.00093974, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:35:28,677 - wikidata12k_both - [INFO] - [E:178| 900]: Train Loss:0.00093972, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:37:37,828 - wikidata12k_both - [INFO] - [E:178| 1000]: Train Loss:0.00093987, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:39:45,756 - wikidata12k_both - [INFO] - [E:178| 1100]: Train Loss:0.00093961, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:41:54,652 - wikidata12k_both - [INFO] - [E:178| 1200]: Train Loss:0.00093964, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:44:02,779 - wikidata12k_both - [INFO] - [E:178| 1300]: Train Loss:0.00093988, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:46:11,613 - wikidata12k_both - [INFO] - [E:178| 1400]: Train Loss:0.00094015, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:48:19,607 - wikidata12k_both - [INFO] - [E:178| 1500]: Train Loss:0.00094045, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:50:28,880 - wikidata12k_both - [INFO] - [E:178| 1600]: Train Loss:0.00094012, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:51:52,704 - wikidata12k_both - [INFO] - [Epoch:178]: Training Loss:0.0009401 + +2023-06-07 20:51:53,164 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 20:52:37,502 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 20:52:50,938 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 20:53:36,010 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 20:53:49,264 - wikidata12k_both - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.51923, Head : 0.36102, Avg : 0.44012 + +2023-06-07 20:53:49,264 - wikidata12k_both - [INFO] - [Epoch 178]: Training Loss: 0.00094005, Valid MRR: 0.45463, + + + +2023-06-07 20:53:50,520 - wikidata12k_both - [INFO] - [E:179| 0]: Train Loss:0.00092882, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:55:58,892 - wikidata12k_both - [INFO] - [E:179| 100]: Train Loss:0.00094082, Val MRR:0.45463, wikidata12k_both +2023-06-07 20:58:07,213 - wikidata12k_both - [INFO] - [E:179| 200]: Train Loss:0.00094294, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:00:15,197 - wikidata12k_both - [INFO] - [E:179| 300]: Train Loss:0.00094508, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:02:23,239 - wikidata12k_both - [INFO] - [E:179| 400]: Train Loss:0.0009439, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:04:31,172 - wikidata12k_both - [INFO] - [E:179| 500]: Train Loss:0.00094277, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:06:39,907 - wikidata12k_both - [INFO] - [E:179| 600]: Train Loss:0.00094239, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:08:48,556 - wikidata12k_both - [INFO] - [E:179| 700]: Train Loss:0.00094182, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:10:44,225 - wikidata12k_both - [INFO] - [E:179| 800]: Train Loss:0.00094174, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:12:08,342 - wikidata12k_both - [INFO] - [E:179| 900]: Train Loss:0.00094171, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:13:32,467 - wikidata12k_both - [INFO] - [E:179| 1000]: Train Loss:0.00094152, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:14:56,934 - wikidata12k_both - [INFO] - [E:179| 1100]: Train Loss:0.00094113, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:16:21,220 - wikidata12k_both - [INFO] - [E:179| 1200]: Train Loss:0.00094103, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:17:45,748 - wikidata12k_both - [INFO] - [E:179| 1300]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:19:42,265 - wikidata12k_both - [INFO] - [E:179| 1400]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:21:50,037 - wikidata12k_both - [INFO] - [E:179| 1500]: Train Loss:0.00094104, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:23:58,397 - wikidata12k_both - [INFO] - [E:179| 1600]: Train Loss:0.00094105, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:25:21,622 - wikidata12k_both - [INFO] - [Epoch:179]: Training Loss:0.000941 + +2023-06-07 21:25:22,075 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 21:26:06,789 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 21:26:20,413 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 21:27:05,199 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 21:27:18,469 - wikidata12k_both - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.52297, Head : 0.35111, Avg : 0.43704 + MR: Tail : 844.73, Head : 805.27, Avg : 825.0 + Hit-1: Tail : 0.43982, Head : 0.24768, Avg : 0.34375 + Hit-3: Tail : 0.57108, Head : 0.39816, Avg : 0.48462 + Hit-10: Tail : 0.67295, Head : 0.57287, Avg : 0.62291 +2023-06-07 21:27:18,469 - wikidata12k_both - [INFO] - [Epoch 179]: Training Loss: 0.00094098, Valid MRR: 0.45463, + + + +2023-06-07 21:27:19,764 - wikidata12k_both - [INFO] - [E:180| 0]: Train Loss:0.0010097, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:29:28,926 - wikidata12k_both - [INFO] - [E:180| 100]: Train Loss:0.00093946, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:31:36,705 - wikidata12k_both - [INFO] - [E:180| 200]: Train Loss:0.00093811, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:33:44,619 - wikidata12k_both - [INFO] - [E:180| 300]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:35:52,959 - wikidata12k_both - [INFO] - [E:180| 400]: Train Loss:0.00093894, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:38:01,912 - wikidata12k_both - [INFO] - [E:180| 500]: Train Loss:0.00093939, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:40:09,937 - wikidata12k_both - [INFO] - [E:180| 600]: Train Loss:0.00094033, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:42:18,313 - wikidata12k_both - [INFO] - [E:180| 700]: Train Loss:0.00094015, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:44:29,424 - wikidata12k_both - [INFO] - [E:180| 800]: Train Loss:0.00094024, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:46:37,201 - wikidata12k_both - [INFO] - [E:180| 900]: Train Loss:0.0009404, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:48:47,017 - wikidata12k_both - [INFO] - [E:180| 1000]: Train Loss:0.0009408, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:50:55,611 - wikidata12k_both - [INFO] - [E:180| 1100]: Train Loss:0.00094082, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:53:05,073 - wikidata12k_both - [INFO] - [E:180| 1200]: Train Loss:0.00094089, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:55:14,431 - wikidata12k_both - [INFO] - [E:180| 1300]: Train Loss:0.000941, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:57:23,858 - wikidata12k_both - [INFO] - [E:180| 1400]: Train Loss:0.0009413, Val MRR:0.45463, wikidata12k_both +2023-06-07 21:59:32,594 - wikidata12k_both - [INFO] - [E:180| 1500]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:01:41,386 - wikidata12k_both - [INFO] - [E:180| 1600]: Train Loss:0.00094095, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:03:04,840 - wikidata12k_both - [INFO] - [Epoch:180]: Training Loss:0.000941 + +2023-06-07 22:03:05,302 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 22:03:50,493 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 22:04:04,189 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 22:04:49,290 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 22:05:02,742 - wikidata12k_both - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.52844, Head : 0.35678, Avg : 0.44261 + +2023-06-07 22:05:02,742 - wikidata12k_both - [INFO] - [Epoch 180]: Training Loss: 0.00094095, Valid MRR: 0.45463, + + + +2023-06-07 22:05:04,087 - wikidata12k_both - [INFO] - [E:181| 0]: Train Loss:0.00092063, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:07:12,741 - wikidata12k_both - [INFO] - [E:181| 100]: Train Loss:0.00093769, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:09:22,891 - wikidata12k_both - [INFO] - [E:181| 200]: Train Loss:0.00093891, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:11:31,907 - wikidata12k_both - [INFO] - [E:181| 300]: Train Loss:0.00093925, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:13:41,676 - wikidata12k_both - [INFO] - [E:181| 400]: Train Loss:0.00093891, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:15:51,027 - wikidata12k_both - [INFO] - [E:181| 500]: Train Loss:0.0009396, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:17:59,908 - wikidata12k_both - [INFO] - [E:181| 600]: Train Loss:0.00093985, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:20:10,326 - wikidata12k_both - [INFO] - [E:181| 700]: Train Loss:0.00093996, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:22:20,084 - wikidata12k_both - [INFO] - [E:181| 800]: Train Loss:0.00094008, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:24:30,299 - wikidata12k_both - [INFO] - [E:181| 900]: Train Loss:0.00094003, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:26:39,859 - wikidata12k_both - [INFO] - [E:181| 1000]: Train Loss:0.00093981, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:28:49,605 - wikidata12k_both - [INFO] - [E:181| 1100]: Train Loss:0.00093963, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:30:58,237 - wikidata12k_both - [INFO] - [E:181| 1200]: Train Loss:0.00093975, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:33:07,351 - wikidata12k_both - [INFO] - [E:181| 1300]: Train Loss:0.00094001, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:35:16,879 - wikidata12k_both - [INFO] - [E:181| 1400]: Train Loss:0.00093979, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:37:26,136 - wikidata12k_both - [INFO] - [E:181| 1500]: Train Loss:0.00093963, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:39:35,382 - wikidata12k_both - [INFO] - [E:181| 1600]: Train Loss:0.00093966, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:40:59,647 - wikidata12k_both - [INFO] - [Epoch:181]: Training Loss:0.0009399 + +2023-06-07 22:41:00,106 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 22:41:45,203 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 22:41:59,006 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 22:42:44,456 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 22:42:57,880 - wikidata12k_both - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.51882, Head : 0.29668, Avg : 0.40775 + +2023-06-07 22:42:57,880 - wikidata12k_both - [INFO] - [Epoch 181]: Training Loss: 0.00093988, Valid MRR: 0.45463, + + + +2023-06-07 22:42:59,198 - wikidata12k_both - [INFO] - [E:182| 0]: Train Loss:0.00092865, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:45:08,622 - wikidata12k_both - [INFO] - [E:182| 100]: Train Loss:0.00094031, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:47:16,883 - wikidata12k_both - [INFO] - [E:182| 200]: Train Loss:0.00093932, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:49:26,391 - wikidata12k_both - [INFO] - [E:182| 300]: Train Loss:0.00094011, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:51:36,046 - wikidata12k_both - [INFO] - [E:182| 400]: Train Loss:0.00093962, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:53:45,565 - wikidata12k_both - [INFO] - [E:182| 500]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:55:13,554 - wikidata12k_both - [INFO] - [E:182| 600]: Train Loss:0.00093925, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:56:37,497 - wikidata12k_both - [INFO] - [E:182| 700]: Train Loss:0.00093896, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:58:01,902 - wikidata12k_both - [INFO] - [E:182| 800]: Train Loss:0.00093981, Val MRR:0.45463, wikidata12k_both +2023-06-07 22:59:25,985 - wikidata12k_both - [INFO] - [E:182| 900]: Train Loss:0.00094034, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:00:50,566 - wikidata12k_both - [INFO] - [E:182| 1000]: Train Loss:0.00094052, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:02:37,819 - wikidata12k_both - [INFO] - [E:182| 1100]: Train Loss:0.00094059, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:04:45,770 - wikidata12k_both - [INFO] - [E:182| 1200]: Train Loss:0.00094049, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:06:55,036 - wikidata12k_both - [INFO] - [E:182| 1300]: Train Loss:0.00094033, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:09:03,131 - wikidata12k_both - [INFO] - [E:182| 1400]: Train Loss:0.00094035, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:11:12,008 - wikidata12k_both - [INFO] - [E:182| 1500]: Train Loss:0.0009401, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:13:19,840 - wikidata12k_both - [INFO] - [E:182| 1600]: Train Loss:0.0009401, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:14:43,847 - wikidata12k_both - [INFO] - [Epoch:182]: Training Loss:0.0009399 + +2023-06-07 23:14:44,309 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 23:15:29,147 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 23:15:42,756 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 23:16:27,872 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 23:16:41,273 - wikidata12k_both - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.52647, Head : 0.37969, Avg : 0.45308 + +2023-06-07 23:16:41,273 - wikidata12k_both - [INFO] - [Epoch 182]: Training Loss: 0.00093995, Valid MRR: 0.45463, + + + +2023-06-07 23:16:42,622 - wikidata12k_both - [INFO] - [E:183| 0]: Train Loss:0.0009299, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:18:51,547 - wikidata12k_both - [INFO] - [E:183| 100]: Train Loss:0.00094251, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:21:00,425 - wikidata12k_both - [INFO] - [E:183| 200]: Train Loss:0.00094235, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:23:09,187 - wikidata12k_both - [INFO] - [E:183| 300]: Train Loss:0.00094117, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:25:17,169 - wikidata12k_both - [INFO] - [E:183| 400]: Train Loss:0.00094077, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:27:25,309 - wikidata12k_both - [INFO] - [E:183| 500]: Train Loss:0.00094031, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:29:33,250 - wikidata12k_both - [INFO] - [E:183| 600]: Train Loss:0.00094021, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:31:41,192 - wikidata12k_both - [INFO] - [E:183| 700]: Train Loss:0.00094, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:33:49,526 - wikidata12k_both - [INFO] - [E:183| 800]: Train Loss:0.0009394, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:35:57,729 - wikidata12k_both - [INFO] - [E:183| 900]: Train Loss:0.00093946, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:38:05,858 - wikidata12k_both - [INFO] - [E:183| 1000]: Train Loss:0.00093951, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:40:15,185 - wikidata12k_both - [INFO] - [E:183| 1100]: Train Loss:0.00093914, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:42:23,312 - wikidata12k_both - [INFO] - [E:183| 1200]: Train Loss:0.00093925, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:44:32,320 - wikidata12k_both - [INFO] - [E:183| 1300]: Train Loss:0.00093919, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:46:40,702 - wikidata12k_both - [INFO] - [E:183| 1400]: Train Loss:0.00093905, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:48:49,312 - wikidata12k_both - [INFO] - [E:183| 1500]: Train Loss:0.00093902, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:50:56,916 - wikidata12k_both - [INFO] - [E:183| 1600]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:52:21,210 - wikidata12k_both - [INFO] - [Epoch:183]: Training Loss:0.0009391 + +2023-06-07 23:52:21,656 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-07 23:53:06,431 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-07 23:53:20,142 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-07 23:54:05,386 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-07 23:54:18,718 - wikidata12k_both - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.51996, Head : 0.38447, Avg : 0.45222 + +2023-06-07 23:54:18,719 - wikidata12k_both - [INFO] - [Epoch 183]: Training Loss: 0.00093912, Valid MRR: 0.45463, + + + +2023-06-07 23:54:20,051 - wikidata12k_both - [INFO] - [E:184| 0]: Train Loss:0.00093093, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:56:28,833 - wikidata12k_both - [INFO] - [E:184| 100]: Train Loss:0.00094001, Val MRR:0.45463, wikidata12k_both +2023-06-07 23:58:36,670 - wikidata12k_both - [INFO] - [E:184| 200]: Train Loss:0.00093806, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:00:44,931 - wikidata12k_both - [INFO] - [E:184| 300]: Train Loss:0.00093837, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:02:53,024 - wikidata12k_both - [INFO] - [E:184| 400]: Train Loss:0.00093851, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:05:01,283 - wikidata12k_both - [INFO] - [E:184| 500]: Train Loss:0.00093796, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:07:09,777 - wikidata12k_both - [INFO] - [E:184| 600]: Train Loss:0.00093822, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:09:18,423 - wikidata12k_both - [INFO] - [E:184| 700]: Train Loss:0.00093836, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:11:27,052 - wikidata12k_both - [INFO] - [E:184| 800]: Train Loss:0.00093834, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:13:35,485 - wikidata12k_both - [INFO] - [E:184| 900]: Train Loss:0.00093847, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:15:43,837 - wikidata12k_both - [INFO] - [E:184| 1000]: Train Loss:0.00093839, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:17:51,756 - wikidata12k_both - [INFO] - [E:184| 1100]: Train Loss:0.00093843, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:20:00,514 - wikidata12k_both - [INFO] - [E:184| 1200]: Train Loss:0.00093842, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:22:08,494 - wikidata12k_both - [INFO] - [E:184| 1300]: Train Loss:0.00093859, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:24:17,707 - wikidata12k_both - [INFO] - [E:184| 1400]: Train Loss:0.00093896, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:26:26,243 - wikidata12k_both - [INFO] - [E:184| 1500]: Train Loss:0.00093916, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:28:34,885 - wikidata12k_both - [INFO] - [E:184| 1600]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:29:58,195 - wikidata12k_both - [INFO] - [Epoch:184]: Training Loss:0.0009393 + +2023-06-08 00:29:58,644 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 00:30:43,385 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 00:30:56,989 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 00:31:42,209 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 00:31:55,538 - wikidata12k_both - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.52629, Head : 0.33411, Avg : 0.4302 + +2023-06-08 00:31:55,539 - wikidata12k_both - [INFO] - [Epoch 184]: Training Loss: 0.00093927, Valid MRR: 0.45463, + + + +2023-06-08 00:31:56,875 - wikidata12k_both - [INFO] - [E:185| 0]: Train Loss:0.00092577, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:34:05,304 - wikidata12k_both - [INFO] - [E:185| 100]: Train Loss:0.0009397, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:36:13,578 - wikidata12k_both - [INFO] - [E:185| 200]: Train Loss:0.00093989, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:38:08,069 - wikidata12k_both - [INFO] - [E:185| 300]: Train Loss:0.00093938, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:39:32,218 - wikidata12k_both - [INFO] - [E:185| 400]: Train Loss:0.00093878, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:40:56,232 - wikidata12k_both - [INFO] - [E:185| 500]: Train Loss:0.00093857, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:42:20,584 - wikidata12k_both - [INFO] - [E:185| 600]: Train Loss:0.00093822, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:43:44,663 - wikidata12k_both - [INFO] - [E:185| 700]: Train Loss:0.00093843, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:45:08,734 - wikidata12k_both - [INFO] - [E:185| 800]: Train Loss:0.00093873, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:47:16,640 - wikidata12k_both - [INFO] - [E:185| 900]: Train Loss:0.00093875, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:49:25,247 - wikidata12k_both - [INFO] - [E:185| 1000]: Train Loss:0.00093905, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:51:33,849 - wikidata12k_both - [INFO] - [E:185| 1100]: Train Loss:0.00093905, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:53:42,102 - wikidata12k_both - [INFO] - [E:185| 1200]: Train Loss:0.00093913, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:55:50,801 - wikidata12k_both - [INFO] - [E:185| 1300]: Train Loss:0.00093914, Val MRR:0.45463, wikidata12k_both +2023-06-08 00:57:58,590 - wikidata12k_both - [INFO] - [E:185| 1400]: Train Loss:0.00093916, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:00:07,061 - wikidata12k_both - [INFO] - [E:185| 1500]: Train Loss:0.00093922, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:02:14,827 - wikidata12k_both - [INFO] - [E:185| 1600]: Train Loss:0.00093907, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:03:38,536 - wikidata12k_both - [INFO] - [Epoch:185]: Training Loss:0.0009394 + +2023-06-08 01:03:38,985 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 01:04:23,797 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 01:04:37,303 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 01:05:22,513 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 01:05:35,884 - wikidata12k_both - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.52033, Head : 0.33349, Avg : 0.42691 + +2023-06-08 01:05:35,885 - wikidata12k_both - [INFO] - [Epoch 185]: Training Loss: 0.00093943, Valid MRR: 0.45463, + + + +2023-06-08 01:05:37,160 - wikidata12k_both - [INFO] - [E:186| 0]: Train Loss:0.00091988, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:07:45,665 - wikidata12k_both - [INFO] - [E:186| 100]: Train Loss:0.0009408, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:09:53,787 - wikidata12k_both - [INFO] - [E:186| 200]: Train Loss:0.00094016, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:12:02,618 - wikidata12k_both - [INFO] - [E:186| 300]: Train Loss:0.00093939, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:14:11,344 - wikidata12k_both - [INFO] - [E:186| 400]: Train Loss:0.00094017, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:16:19,704 - wikidata12k_both - [INFO] - [E:186| 500]: Train Loss:0.00093973, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:18:27,510 - wikidata12k_both - [INFO] - [E:186| 600]: Train Loss:0.00093973, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:20:35,205 - wikidata12k_both - [INFO] - [E:186| 700]: Train Loss:0.00094002, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:22:42,037 - wikidata12k_both - [INFO] - [E:186| 800]: Train Loss:0.00094007, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:24:48,983 - wikidata12k_both - [INFO] - [E:186| 900]: Train Loss:0.00093936, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:26:55,703 - wikidata12k_both - [INFO] - [E:186| 1000]: Train Loss:0.00093907, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:29:02,360 - wikidata12k_both - [INFO] - [E:186| 1100]: Train Loss:0.00093933, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:31:08,868 - wikidata12k_both - [INFO] - [E:186| 1200]: Train Loss:0.00093927, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:33:15,149 - wikidata12k_both - [INFO] - [E:186| 1300]: Train Loss:0.00093904, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:35:21,752 - wikidata12k_both - [INFO] - [E:186| 1400]: Train Loss:0.00093923, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:37:28,376 - wikidata12k_both - [INFO] - [E:186| 1500]: Train Loss:0.00093933, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:39:35,049 - wikidata12k_both - [INFO] - [E:186| 1600]: Train Loss:0.00093939, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:40:57,525 - wikidata12k_both - [INFO] - [Epoch:186]: Training Loss:0.0009392 + +2023-06-08 01:40:57,974 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 01:41:42,485 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 01:41:56,156 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 01:42:40,954 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 01:42:54,189 - wikidata12k_both - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.51961, Head : 0.37497, Avg : 0.44729 + +2023-06-08 01:42:54,189 - wikidata12k_both - [INFO] - [Epoch 186]: Training Loss: 0.00093922, Valid MRR: 0.45463, + + + +2023-06-08 01:42:55,482 - wikidata12k_both - [INFO] - [E:187| 0]: Train Loss:0.00092677, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:45:02,120 - wikidata12k_both - [INFO] - [E:187| 100]: Train Loss:0.00093938, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:47:08,606 - wikidata12k_both - [INFO] - [E:187| 200]: Train Loss:0.00093778, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:49:14,921 - wikidata12k_both - [INFO] - [E:187| 300]: Train Loss:0.00093861, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:51:21,540 - wikidata12k_both - [INFO] - [E:187| 400]: Train Loss:0.00093843, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:53:28,060 - wikidata12k_both - [INFO] - [E:187| 500]: Train Loss:0.00093801, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:55:34,129 - wikidata12k_both - [INFO] - [E:187| 600]: Train Loss:0.00093852, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:57:40,739 - wikidata12k_both - [INFO] - [E:187| 700]: Train Loss:0.00093836, Val MRR:0.45463, wikidata12k_both +2023-06-08 01:59:47,341 - wikidata12k_both - [INFO] - [E:187| 800]: Train Loss:0.00093797, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:01:54,365 - wikidata12k_both - [INFO] - [E:187| 900]: Train Loss:0.00093842, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:04:00,728 - wikidata12k_both - [INFO] - [E:187| 1000]: Train Loss:0.00093859, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:06:07,296 - wikidata12k_both - [INFO] - [E:187| 1100]: Train Loss:0.00093873, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:08:16,287 - wikidata12k_both - [INFO] - [E:187| 1200]: Train Loss:0.0009387, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:10:24,303 - wikidata12k_both - [INFO] - [E:187| 1300]: Train Loss:0.00093871, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:12:32,938 - wikidata12k_both - [INFO] - [E:187| 1400]: Train Loss:0.00093895, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:14:41,404 - wikidata12k_both - [INFO] - [E:187| 1500]: Train Loss:0.00093888, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:16:50,458 - wikidata12k_both - [INFO] - [E:187| 1600]: Train Loss:0.00093888, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:17:48,367 - wikidata12k_both - [INFO] - [Epoch:187]: Training Loss:0.000939 + +2023-06-08 02:17:48,654 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 02:18:17,545 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 02:18:26,265 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 02:18:55,378 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 02:19:04,009 - wikidata12k_both - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.52201, Head : 0.31826, Avg : 0.42014 + +2023-06-08 02:19:04,009 - wikidata12k_both - [INFO] - [Epoch 187]: Training Loss: 0.00093896, Valid MRR: 0.45463, + + + +2023-06-08 02:19:04,901 - wikidata12k_both - [INFO] - [E:188| 0]: Train Loss:0.00098938, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:20:29,255 - wikidata12k_both - [INFO] - [E:188| 100]: Train Loss:0.0009386, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:21:53,564 - wikidata12k_both - [INFO] - [E:188| 200]: Train Loss:0.00093878, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:23:18,151 - wikidata12k_both - [INFO] - [E:188| 300]: Train Loss:0.00093793, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:24:49,739 - wikidata12k_both - [INFO] - [E:188| 400]: Train Loss:0.00093686, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:26:58,007 - wikidata12k_both - [INFO] - [E:188| 500]: Train Loss:0.00093784, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:29:05,570 - wikidata12k_both - [INFO] - [E:188| 600]: Train Loss:0.00093809, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:31:14,235 - wikidata12k_both - [INFO] - [E:188| 700]: Train Loss:0.000938, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:33:22,444 - wikidata12k_both - [INFO] - [E:188| 800]: Train Loss:0.00093825, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:35:31,226 - wikidata12k_both - [INFO] - [E:188| 900]: Train Loss:0.0009384, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:37:38,972 - wikidata12k_both - [INFO] - [E:188| 1000]: Train Loss:0.00093827, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:39:47,503 - wikidata12k_both - [INFO] - [E:188| 1100]: Train Loss:0.00093839, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:41:55,890 - wikidata12k_both - [INFO] - [E:188| 1200]: Train Loss:0.00093831, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:44:04,000 - wikidata12k_both - [INFO] - [E:188| 1300]: Train Loss:0.00093877, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:46:11,435 - wikidata12k_both - [INFO] - [E:188| 1400]: Train Loss:0.00093858, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:48:20,670 - wikidata12k_both - [INFO] - [E:188| 1500]: Train Loss:0.00093874, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:50:29,036 - wikidata12k_both - [INFO] - [E:188| 1600]: Train Loss:0.00093884, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:51:52,983 - wikidata12k_both - [INFO] - [Epoch:188]: Training Loss:0.0009389 + +2023-06-08 02:51:53,438 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 02:52:38,271 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 02:52:51,911 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 02:53:37,136 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 02:53:50,438 - wikidata12k_both - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.51659, Head : 0.30663, Avg : 0.41161 + +2023-06-08 02:53:50,438 - wikidata12k_both - [INFO] - [Epoch 188]: Training Loss: 0.00093893, Valid MRR: 0.45463, + + + +2023-06-08 02:53:51,713 - wikidata12k_both - [INFO] - [E:189| 0]: Train Loss:0.00095313, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:55:59,939 - wikidata12k_both - [INFO] - [E:189| 100]: Train Loss:0.00093995, Val MRR:0.45463, wikidata12k_both +2023-06-08 02:58:08,775 - wikidata12k_both - [INFO] - [E:189| 200]: Train Loss:0.00093921, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:00:17,601 - wikidata12k_both - [INFO] - [E:189| 300]: Train Loss:0.00093856, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:02:25,884 - wikidata12k_both - [INFO] - [E:189| 400]: Train Loss:0.00093888, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:04:34,355 - wikidata12k_both - [INFO] - [E:189| 500]: Train Loss:0.00093795, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:06:43,142 - wikidata12k_both - [INFO] - [E:189| 600]: Train Loss:0.00093786, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:08:50,985 - wikidata12k_both - [INFO] - [E:189| 700]: Train Loss:0.0009381, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:10:59,260 - wikidata12k_both - [INFO] - [E:189| 800]: Train Loss:0.0009379, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:13:07,450 - wikidata12k_both - [INFO] - [E:189| 900]: Train Loss:0.00093804, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:15:16,328 - wikidata12k_both - [INFO] - [E:189| 1000]: Train Loss:0.00093778, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:17:24,579 - wikidata12k_both - [INFO] - [E:189| 1100]: Train Loss:0.00093801, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:19:33,903 - wikidata12k_both - [INFO] - [E:189| 1200]: Train Loss:0.00093787, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:21:42,455 - wikidata12k_both - [INFO] - [E:189| 1300]: Train Loss:0.00093823, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:23:50,978 - wikidata12k_both - [INFO] - [E:189| 1400]: Train Loss:0.00093832, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:25:59,728 - wikidata12k_both - [INFO] - [E:189| 1500]: Train Loss:0.00093828, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:28:08,562 - wikidata12k_both - [INFO] - [E:189| 1600]: Train Loss:0.00093839, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:29:32,582 - wikidata12k_both - [INFO] - [Epoch:189]: Training Loss:0.0009385 + +2023-06-08 03:29:33,038 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 03:30:17,918 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 03:30:31,307 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 03:31:16,529 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 03:31:29,780 - wikidata12k_both - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.52166, Head : 0.38317, Avg : 0.45242 + MR: Tail : 845.63, Head : 825.24, Avg : 835.44 + Hit-1: Tail : 0.44113, Head : 0.29215, Avg : 0.36664 + Hit-3: Tail : 0.56605, Head : 0.42246, Avg : 0.49425 + Hit-10: Tail : 0.67026, Head : 0.57413, Avg : 0.62219 +2023-06-08 03:31:29,780 - wikidata12k_both - [INFO] - [Epoch 189]: Training Loss: 0.00093853, Valid MRR: 0.45463, + + + +2023-06-08 03:31:31,000 - wikidata12k_both - [INFO] - [E:190| 0]: Train Loss:0.00093796, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:33:38,840 - wikidata12k_both - [INFO] - [E:190| 100]: Train Loss:0.00093728, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:35:48,120 - wikidata12k_both - [INFO] - [E:190| 200]: Train Loss:0.00093665, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:37:56,496 - wikidata12k_both - [INFO] - [E:190| 300]: Train Loss:0.00093711, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:40:05,372 - wikidata12k_both - [INFO] - [E:190| 400]: Train Loss:0.00093698, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:42:13,050 - wikidata12k_both - [INFO] - [E:190| 500]: Train Loss:0.00093795, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:44:22,322 - wikidata12k_both - [INFO] - [E:190| 600]: Train Loss:0.00093927, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:46:30,892 - wikidata12k_both - [INFO] - [E:190| 700]: Train Loss:0.00093941, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:48:40,027 - wikidata12k_both - [INFO] - [E:190| 800]: Train Loss:0.00093951, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:50:48,511 - wikidata12k_both - [INFO] - [E:190| 900]: Train Loss:0.00093946, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:52:57,243 - wikidata12k_both - [INFO] - [E:190| 1000]: Train Loss:0.00093977, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:55:05,611 - wikidata12k_both - [INFO] - [E:190| 1100]: Train Loss:0.00093996, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:57:14,655 - wikidata12k_both - [INFO] - [E:190| 1200]: Train Loss:0.00093976, Val MRR:0.45463, wikidata12k_both +2023-06-08 03:59:22,264 - wikidata12k_both - [INFO] - [E:190| 1300]: Train Loss:0.00093956, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:01:11,871 - wikidata12k_both - [INFO] - [E:190| 1400]: Train Loss:0.00093934, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:02:36,392 - wikidata12k_both - [INFO] - [E:190| 1500]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:04:01,013 - wikidata12k_both - [INFO] - [E:190| 1600]: Train Loss:0.00093916, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:04:55,869 - wikidata12k_both - [INFO] - [Epoch:190]: Training Loss:0.0009389 + +2023-06-08 04:04:56,157 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 04:05:25,394 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 04:05:34,117 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 04:06:03,182 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 04:06:11,713 - wikidata12k_both - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.52696, Head : 0.36256, Avg : 0.44476 + +2023-06-08 04:06:11,713 - wikidata12k_both - [INFO] - [Epoch 190]: Training Loss: 0.00093886, Valid MRR: 0.45463, + + + +2023-06-08 04:06:12,553 - wikidata12k_both - [INFO] - [E:191| 0]: Train Loss:0.00095769, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:07:37,027 - wikidata12k_both - [INFO] - [E:191| 100]: Train Loss:0.00093808, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:09:30,494 - wikidata12k_both - [INFO] - [E:191| 200]: Train Loss:0.0009367, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:11:40,277 - wikidata12k_both - [INFO] - [E:191| 300]: Train Loss:0.00093609, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:13:49,232 - wikidata12k_both - [INFO] - [E:191| 400]: Train Loss:0.00093641, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:15:58,722 - wikidata12k_both - [INFO] - [E:191| 500]: Train Loss:0.00093756, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:18:08,159 - wikidata12k_both - [INFO] - [E:191| 600]: Train Loss:0.00093852, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:20:17,246 - wikidata12k_both - [INFO] - [E:191| 700]: Train Loss:0.00093893, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:22:25,052 - wikidata12k_both - [INFO] - [E:191| 800]: Train Loss:0.00093923, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:24:33,703 - wikidata12k_both - [INFO] - [E:191| 900]: Train Loss:0.000939, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:26:42,834 - wikidata12k_both - [INFO] - [E:191| 1000]: Train Loss:0.00093867, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:28:50,934 - wikidata12k_both - [INFO] - [E:191| 1100]: Train Loss:0.00093834, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:30:59,538 - wikidata12k_both - [INFO] - [E:191| 1200]: Train Loss:0.00093798, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:33:08,302 - wikidata12k_both - [INFO] - [E:191| 1300]: Train Loss:0.00093812, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:35:17,971 - wikidata12k_both - [INFO] - [E:191| 1400]: Train Loss:0.00093843, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:37:26,021 - wikidata12k_both - [INFO] - [E:191| 1500]: Train Loss:0.00093836, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:39:34,490 - wikidata12k_both - [INFO] - [E:191| 1600]: Train Loss:0.0009381, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:40:58,221 - wikidata12k_both - [INFO] - [Epoch:191]: Training Loss:0.0009382 + +2023-06-08 04:40:58,685 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 04:41:43,742 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 04:41:57,336 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 04:42:42,620 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 04:42:56,102 - wikidata12k_both - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.52508, Head : 0.35258, Avg : 0.43883 + +2023-06-08 04:42:56,103 - wikidata12k_both - [INFO] - [Epoch 191]: Training Loss: 0.00093824, Valid MRR: 0.45463, + + + +2023-06-08 04:42:57,391 - wikidata12k_both - [INFO] - [E:192| 0]: Train Loss:0.00094176, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:45:05,995 - wikidata12k_both - [INFO] - [E:192| 100]: Train Loss:0.00093594, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:47:14,647 - wikidata12k_both - [INFO] - [E:192| 200]: Train Loss:0.00093549, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:49:23,004 - wikidata12k_both - [INFO] - [E:192| 300]: Train Loss:0.00093581, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:51:32,119 - wikidata12k_both - [INFO] - [E:192| 400]: Train Loss:0.00093679, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:53:40,166 - wikidata12k_both - [INFO] - [E:192| 500]: Train Loss:0.00093739, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:55:49,630 - wikidata12k_both - [INFO] - [E:192| 600]: Train Loss:0.00093756, Val MRR:0.45463, wikidata12k_both +2023-06-08 04:57:58,830 - wikidata12k_both - [INFO] - [E:192| 700]: Train Loss:0.00093759, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:00:08,028 - wikidata12k_both - [INFO] - [E:192| 800]: Train Loss:0.00093773, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:02:16,809 - wikidata12k_both - [INFO] - [E:192| 900]: Train Loss:0.00093782, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:04:26,298 - wikidata12k_both - [INFO] - [E:192| 1000]: Train Loss:0.00093783, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:06:35,201 - wikidata12k_both - [INFO] - [E:192| 1100]: Train Loss:0.00093788, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:08:43,250 - wikidata12k_both - [INFO] - [E:192| 1200]: Train Loss:0.00093824, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:10:52,959 - wikidata12k_both - [INFO] - [E:192| 1300]: Train Loss:0.00093818, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:13:02,442 - wikidata12k_both - [INFO] - [E:192| 1400]: Train Loss:0.0009383, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:15:11,841 - wikidata12k_both - [INFO] - [E:192| 1500]: Train Loss:0.00093833, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:17:20,210 - wikidata12k_both - [INFO] - [E:192| 1600]: Train Loss:0.00093844, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:18:44,712 - wikidata12k_both - [INFO] - [Epoch:192]: Training Loss:0.0009384 + +2023-06-08 05:18:45,141 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 05:19:29,920 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 05:19:43,695 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 05:20:28,770 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 05:20:42,160 - wikidata12k_both - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.52021, Head : 0.37293, Avg : 0.44657 + +2023-06-08 05:20:42,161 - wikidata12k_both - [INFO] - [Epoch 192]: Training Loss: 0.00093844, Valid MRR: 0.45463, + + + +2023-06-08 05:20:43,496 - wikidata12k_both - [INFO] - [E:193| 0]: Train Loss:0.0009597, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:22:52,748 - wikidata12k_both - [INFO] - [E:193| 100]: Train Loss:0.00093588, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:25:01,475 - wikidata12k_both - [INFO] - [E:193| 200]: Train Loss:0.00093818, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:27:10,095 - wikidata12k_both - [INFO] - [E:193| 300]: Train Loss:0.00093749, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:29:19,289 - wikidata12k_both - [INFO] - [E:193| 400]: Train Loss:0.00093755, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:31:29,076 - wikidata12k_both - [INFO] - [E:193| 500]: Train Loss:0.00093692, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:33:37,435 - wikidata12k_both - [INFO] - [E:193| 600]: Train Loss:0.00093714, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:35:46,592 - wikidata12k_both - [INFO] - [E:193| 700]: Train Loss:0.00093744, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:37:54,748 - wikidata12k_both - [INFO] - [E:193| 800]: Train Loss:0.0009377, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:40:04,133 - wikidata12k_both - [INFO] - [E:193| 900]: Train Loss:0.00093803, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:42:12,872 - wikidata12k_both - [INFO] - [E:193| 1000]: Train Loss:0.0009383, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:44:16,504 - wikidata12k_both - [INFO] - [E:193| 1100]: Train Loss:0.00093828, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:45:40,910 - wikidata12k_both - [INFO] - [E:193| 1200]: Train Loss:0.00093819, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:47:05,116 - wikidata12k_both - [INFO] - [E:193| 1300]: Train Loss:0.00093827, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:48:29,029 - wikidata12k_both - [INFO] - [E:193| 1400]: Train Loss:0.0009384, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:49:53,232 - wikidata12k_both - [INFO] - [E:193| 1500]: Train Loss:0.0009381, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:51:17,495 - wikidata12k_both - [INFO] - [E:193| 1600]: Train Loss:0.00093794, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:52:27,754 - wikidata12k_both - [INFO] - [Epoch:193]: Training Loss:0.0009382 + +2023-06-08 05:52:28,219 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 05:53:12,953 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 05:53:26,567 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 05:54:11,531 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 05:54:24,891 - wikidata12k_both - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.51893, Head : 0.38214, Avg : 0.45054 + +2023-06-08 05:54:24,892 - wikidata12k_both - [INFO] - [Epoch 193]: Training Loss: 0.00093821, Valid MRR: 0.45463, + + + +2023-06-08 05:54:26,137 - wikidata12k_both - [INFO] - [E:194| 0]: Train Loss:0.0009239, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:56:34,695 - wikidata12k_both - [INFO] - [E:194| 100]: Train Loss:0.0009361, Val MRR:0.45463, wikidata12k_both +2023-06-08 05:58:44,139 - wikidata12k_both - [INFO] - [E:194| 200]: Train Loss:0.00093663, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:00:52,501 - wikidata12k_both - [INFO] - [E:194| 300]: Train Loss:0.00093699, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:03:00,920 - wikidata12k_both - [INFO] - [E:194| 400]: Train Loss:0.00093703, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:05:09,367 - wikidata12k_both - [INFO] - [E:194| 500]: Train Loss:0.00093723, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:07:17,715 - wikidata12k_both - [INFO] - [E:194| 600]: Train Loss:0.0009375, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:09:26,699 - wikidata12k_both - [INFO] - [E:194| 700]: Train Loss:0.00093839, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:11:34,647 - wikidata12k_both - [INFO] - [E:194| 800]: Train Loss:0.00093802, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:13:42,598 - wikidata12k_both - [INFO] - [E:194| 900]: Train Loss:0.00093821, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:15:51,266 - wikidata12k_both - [INFO] - [E:194| 1000]: Train Loss:0.00093791, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:17:59,062 - wikidata12k_both - [INFO] - [E:194| 1100]: Train Loss:0.00093767, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:20:07,503 - wikidata12k_both - [INFO] - [E:194| 1200]: Train Loss:0.00093772, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:22:15,364 - wikidata12k_both - [INFO] - [E:194| 1300]: Train Loss:0.00093816, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:24:23,007 - wikidata12k_both - [INFO] - [E:194| 1400]: Train Loss:0.000938, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:26:31,476 - wikidata12k_both - [INFO] - [E:194| 1500]: Train Loss:0.00093812, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:28:39,495 - wikidata12k_both - [INFO] - [E:194| 1600]: Train Loss:0.0009381, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:30:03,428 - wikidata12k_both - [INFO] - [Epoch:194]: Training Loss:0.0009383 + +2023-06-08 06:30:03,893 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 06:30:48,159 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 06:31:01,842 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 06:31:46,804 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 06:32:00,170 - wikidata12k_both - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.52562, Head : 0.38041, Avg : 0.45302 + +2023-06-08 06:32:00,170 - wikidata12k_both - [INFO] - [Epoch 194]: Training Loss: 0.00093829, Valid MRR: 0.45463, + + + +2023-06-08 06:32:01,425 - wikidata12k_both - [INFO] - [E:195| 0]: Train Loss:0.00092858, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:34:09,388 - wikidata12k_both - [INFO] - [E:195| 100]: Train Loss:0.00093767, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:36:18,753 - wikidata12k_both - [INFO] - [E:195| 200]: Train Loss:0.00093851, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:38:26,509 - wikidata12k_both - [INFO] - [E:195| 300]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:40:34,986 - wikidata12k_both - [INFO] - [E:195| 400]: Train Loss:0.00093804, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:42:43,736 - wikidata12k_both - [INFO] - [E:195| 500]: Train Loss:0.00093801, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:44:52,491 - wikidata12k_both - [INFO] - [E:195| 600]: Train Loss:0.00093756, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:47:01,065 - wikidata12k_both - [INFO] - [E:195| 700]: Train Loss:0.00093752, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:49:09,746 - wikidata12k_both - [INFO] - [E:195| 800]: Train Loss:0.00093799, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:51:18,501 - wikidata12k_both - [INFO] - [E:195| 900]: Train Loss:0.00093771, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:53:25,815 - wikidata12k_both - [INFO] - [E:195| 1000]: Train Loss:0.00093777, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:55:35,398 - wikidata12k_both - [INFO] - [E:195| 1100]: Train Loss:0.00093743, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:57:43,001 - wikidata12k_both - [INFO] - [E:195| 1200]: Train Loss:0.00093738, Val MRR:0.45463, wikidata12k_both +2023-06-08 06:59:51,564 - wikidata12k_both - [INFO] - [E:195| 1300]: Train Loss:0.00093757, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:02:00,011 - wikidata12k_both - [INFO] - [E:195| 1400]: Train Loss:0.00093769, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:04:08,534 - wikidata12k_both - [INFO] - [E:195| 1500]: Train Loss:0.00093758, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:06:16,544 - wikidata12k_both - [INFO] - [E:195| 1600]: Train Loss:0.00093776, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:07:40,068 - wikidata12k_both - [INFO] - [Epoch:195]: Training Loss:0.0009378 + +2023-06-08 07:07:40,511 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 07:08:25,228 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 07:08:38,744 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 07:09:23,708 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 07:09:37,023 - wikidata12k_both - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.52239, Head : 0.35622, Avg : 0.4393 + +2023-06-08 07:09:37,023 - wikidata12k_both - [INFO] - [Epoch 195]: Training Loss: 0.00093781, Valid MRR: 0.45463, + + + +2023-06-08 07:09:38,295 - wikidata12k_both - [INFO] - [E:196| 0]: Train Loss:0.00094376, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:11:46,740 - wikidata12k_both - [INFO] - [E:196| 100]: Train Loss:0.00093683, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:13:54,066 - wikidata12k_both - [INFO] - [E:196| 200]: Train Loss:0.00093732, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:16:02,244 - wikidata12k_both - [INFO] - [E:196| 300]: Train Loss:0.00093636, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:18:11,120 - wikidata12k_both - [INFO] - [E:196| 400]: Train Loss:0.00093598, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:20:18,505 - wikidata12k_both - [INFO] - [E:196| 500]: Train Loss:0.00093682, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:22:26,289 - wikidata12k_both - [INFO] - [E:196| 600]: Train Loss:0.00093713, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:24:34,693 - wikidata12k_both - [INFO] - [E:196| 700]: Train Loss:0.00093762, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:26:43,467 - wikidata12k_both - [INFO] - [E:196| 800]: Train Loss:0.00093764, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:28:22,436 - wikidata12k_both - [INFO] - [E:196| 900]: Train Loss:0.00093746, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:29:46,704 - wikidata12k_both - [INFO] - [E:196| 1000]: Train Loss:0.00093749, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:31:09,169 - wikidata12k_both - [INFO] - [E:196| 1100]: Train Loss:0.00093779, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:32:33,146 - wikidata12k_both - [INFO] - [E:196| 1200]: Train Loss:0.00093768, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:33:58,058 - wikidata12k_both - [INFO] - [E:196| 1300]: Train Loss:0.00093757, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:35:29,753 - wikidata12k_both - [INFO] - [E:196| 1400]: Train Loss:0.00093776, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:37:37,848 - wikidata12k_both - [INFO] - [E:196| 1500]: Train Loss:0.00093761, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:39:46,830 - wikidata12k_both - [INFO] - [E:196| 1600]: Train Loss:0.00093757, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:41:11,292 - wikidata12k_both - [INFO] - [Epoch:196]: Training Loss:0.0009376 + +2023-06-08 07:41:11,761 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 07:41:56,168 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 07:42:09,601 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 07:42:54,715 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 07:43:07,968 - wikidata12k_both - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.52727, Head : 0.34539, Avg : 0.43633 + +2023-06-08 07:43:07,968 - wikidata12k_both - [INFO] - [Epoch 196]: Training Loss: 0.00093759, Valid MRR: 0.45463, + + + +2023-06-08 07:43:09,240 - wikidata12k_both - [INFO] - [E:197| 0]: Train Loss:0.00092525, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:45:17,759 - wikidata12k_both - [INFO] - [E:197| 100]: Train Loss:0.00093757, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:47:26,506 - wikidata12k_both - [INFO] - [E:197| 200]: Train Loss:0.00093794, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:49:35,225 - wikidata12k_both - [INFO] - [E:197| 300]: Train Loss:0.00093791, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:51:43,329 - wikidata12k_both - [INFO] - [E:197| 400]: Train Loss:0.00093833, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:53:51,178 - wikidata12k_both - [INFO] - [E:197| 500]: Train Loss:0.00093741, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:56:00,195 - wikidata12k_both - [INFO] - [E:197| 600]: Train Loss:0.00093711, Val MRR:0.45463, wikidata12k_both +2023-06-08 07:58:08,086 - wikidata12k_both - [INFO] - [E:197| 700]: Train Loss:0.00093716, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:00:17,086 - wikidata12k_both - [INFO] - [E:197| 800]: Train Loss:0.00093763, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:02:24,724 - wikidata12k_both - [INFO] - [E:197| 900]: Train Loss:0.00093794, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:04:32,704 - wikidata12k_both - [INFO] - [E:197| 1000]: Train Loss:0.00093838, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:06:40,313 - wikidata12k_both - [INFO] - [E:197| 1100]: Train Loss:0.0009382, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:08:48,921 - wikidata12k_both - [INFO] - [E:197| 1200]: Train Loss:0.00093804, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:10:56,630 - wikidata12k_both - [INFO] - [E:197| 1300]: Train Loss:0.00093803, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:13:05,195 - wikidata12k_both - [INFO] - [E:197| 1400]: Train Loss:0.00093792, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:15:12,715 - wikidata12k_both - [INFO] - [E:197| 1500]: Train Loss:0.00093786, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:17:21,750 - wikidata12k_both - [INFO] - [E:197| 1600]: Train Loss:0.00093791, Val MRR:0.45463, wikidata12k_both +2023-06-08 08:18:45,295 - wikidata12k_both - [INFO] - [Epoch:197]: Training Loss:0.0009378 + +2023-06-08 08:18:45,741 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 08:19:30,349 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 08:19:43,974 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 08:20:28,895 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 08:20:42,272 - wikidata12k_both - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.52838, Head : 0.38331, Avg : 0.45584 + +2023-06-08 08:20:43,375 - wikidata12k_both - [INFO] - [Epoch 197]: Training Loss: 0.00093783, Valid MRR: 0.45584, + + + +2023-06-08 08:20:44,653 - wikidata12k_both - [INFO] - [E:198| 0]: Train Loss:0.0009329, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:22:52,590 - wikidata12k_both - [INFO] - [E:198| 100]: Train Loss:0.00093748, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:25:01,418 - wikidata12k_both - [INFO] - [E:198| 200]: Train Loss:0.0009368, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:27:11,010 - wikidata12k_both - [INFO] - [E:198| 300]: Train Loss:0.00093679, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:29:20,046 - wikidata12k_both - [INFO] - [E:198| 400]: Train Loss:0.00093683, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:31:28,251 - wikidata12k_both - [INFO] - [E:198| 500]: Train Loss:0.00093641, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:33:37,418 - wikidata12k_both - [INFO] - [E:198| 600]: Train Loss:0.00093635, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:35:45,662 - wikidata12k_both - [INFO] - [E:198| 700]: Train Loss:0.0009361, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:37:53,847 - wikidata12k_both - [INFO] - [E:198| 800]: Train Loss:0.0009368, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:40:02,054 - wikidata12k_both - [INFO] - [E:198| 900]: Train Loss:0.00093692, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:42:11,114 - wikidata12k_both - [INFO] - [E:198| 1000]: Train Loss:0.00093687, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:44:19,340 - wikidata12k_both - [INFO] - [E:198| 1100]: Train Loss:0.00093714, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:46:28,509 - wikidata12k_both - [INFO] - [E:198| 1200]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:48:36,638 - wikidata12k_both - [INFO] - [E:198| 1300]: Train Loss:0.00093734, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:50:45,453 - wikidata12k_both - [INFO] - [E:198| 1400]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:52:53,206 - wikidata12k_both - [INFO] - [E:198| 1500]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:55:02,127 - wikidata12k_both - [INFO] - [E:198| 1600]: Train Loss:0.00093734, Val MRR:0.45584, wikidata12k_both +2023-06-08 08:56:26,019 - wikidata12k_both - [INFO] - [Epoch:198]: Training Loss:0.0009374 + +2023-06-08 08:56:26,495 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 08:57:11,320 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 08:57:24,945 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 08:58:10,036 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 08:58:23,509 - wikidata12k_both - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.52344, Head : 0.31877, Avg : 0.42111 + +2023-06-08 08:58:23,509 - wikidata12k_both - [INFO] - [Epoch 198]: Training Loss: 0.00093736, Valid MRR: 0.45584, + + + +2023-06-08 08:58:24,846 - wikidata12k_both - [INFO] - [E:199| 0]: Train Loss:0.00096163, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:00:33,178 - wikidata12k_both - [INFO] - [E:199| 100]: Train Loss:0.000935, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:02:42,668 - wikidata12k_both - [INFO] - [E:199| 200]: Train Loss:0.00093693, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:04:51,405 - wikidata12k_both - [INFO] - [E:199| 300]: Train Loss:0.00093823, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:06:59,507 - wikidata12k_both - [INFO] - [E:199| 400]: Train Loss:0.00093787, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:09:08,813 - wikidata12k_both - [INFO] - [E:199| 500]: Train Loss:0.00093731, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:11:15,732 - wikidata12k_both - [INFO] - [E:199| 600]: Train Loss:0.00093741, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:12:39,942 - wikidata12k_both - [INFO] - [E:199| 700]: Train Loss:0.00093826, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:14:04,012 - wikidata12k_both - [INFO] - [E:199| 800]: Train Loss:0.00093809, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:15:28,521 - wikidata12k_both - [INFO] - [E:199| 900]: Train Loss:0.00093821, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:16:52,957 - wikidata12k_both - [INFO] - [E:199| 1000]: Train Loss:0.00093777, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:18:16,657 - wikidata12k_both - [INFO] - [E:199| 1100]: Train Loss:0.00093761, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:20:12,635 - wikidata12k_both - [INFO] - [E:199| 1200]: Train Loss:0.00093752, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:22:21,654 - wikidata12k_both - [INFO] - [E:199| 1300]: Train Loss:0.00093735, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:24:31,614 - wikidata12k_both - [INFO] - [E:199| 1400]: Train Loss:0.0009377, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:26:40,720 - wikidata12k_both - [INFO] - [E:199| 1500]: Train Loss:0.0009377, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:28:50,991 - wikidata12k_both - [INFO] - [E:199| 1600]: Train Loss:0.00093765, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:30:16,225 - wikidata12k_both - [INFO] - [Epoch:199]: Training Loss:0.0009377 + +2023-06-08 09:30:16,686 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 09:31:01,844 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 09:31:15,605 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 09:32:00,941 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 09:32:14,302 - wikidata12k_both - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.52173, Head : 0.38269, Avg : 0.45221 + MR: Tail : 863.2, Head : 840.52, Avg : 851.86 + Hit-1: Tail : 0.44017, Head : 0.28754, Avg : 0.36386 + Hit-3: Tail : 0.56874, Head : 0.4391, Avg : 0.50392 + Hit-10: Tail : 0.6693, Head : 0.57569, Avg : 0.62249 +2023-06-08 09:32:14,303 - wikidata12k_both - [INFO] - [Epoch 199]: Training Loss: 0.00093766, Valid MRR: 0.45584, + + + +2023-06-08 09:32:15,585 - wikidata12k_both - [INFO] - [E:200| 0]: Train Loss:0.00092597, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:34:25,911 - wikidata12k_both - [INFO] - [E:200| 100]: Train Loss:0.00093898, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:36:34,370 - wikidata12k_both - [INFO] - [E:200| 200]: Train Loss:0.00093691, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:38:42,986 - wikidata12k_both - [INFO] - [E:200| 300]: Train Loss:0.00093788, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:40:53,340 - wikidata12k_both - [INFO] - [E:200| 400]: Train Loss:0.00093708, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:43:03,300 - wikidata12k_both - [INFO] - [E:200| 500]: Train Loss:0.00093778, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:45:13,166 - wikidata12k_both - [INFO] - [E:200| 600]: Train Loss:0.00093737, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:47:22,397 - wikidata12k_both - [INFO] - [E:200| 700]: Train Loss:0.0009372, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:49:32,696 - wikidata12k_both - [INFO] - [E:200| 800]: Train Loss:0.00093714, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:51:41,282 - wikidata12k_both - [INFO] - [E:200| 900]: Train Loss:0.00093699, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:53:51,468 - wikidata12k_both - [INFO] - [E:200| 1000]: Train Loss:0.00093686, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:56:00,953 - wikidata12k_both - [INFO] - [E:200| 1100]: Train Loss:0.00093775, Val MRR:0.45584, wikidata12k_both +2023-06-08 09:58:10,764 - wikidata12k_both - [INFO] - [E:200| 1200]: Train Loss:0.00093758, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:00:20,482 - wikidata12k_both - [INFO] - [E:200| 1300]: Train Loss:0.00093786, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:02:30,504 - wikidata12k_both - [INFO] - [E:200| 1400]: Train Loss:0.00093785, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:04:40,323 - wikidata12k_both - [INFO] - [E:200| 1500]: Train Loss:0.00093779, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:06:49,291 - wikidata12k_both - [INFO] - [E:200| 1600]: Train Loss:0.0009376, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:08:14,526 - wikidata12k_both - [INFO] - [Epoch:200]: Training Loss:0.0009379 + +2023-06-08 10:08:14,969 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 10:08:59,854 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 10:09:13,788 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 10:09:59,099 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 10:10:12,503 - wikidata12k_both - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.52328, Head : 0.29438, Avg : 0.40883 + +2023-06-08 10:10:12,503 - wikidata12k_both - [INFO] - [Epoch 200]: Training Loss: 0.00093791, Valid MRR: 0.45584, + + + +2023-06-08 10:10:13,818 - wikidata12k_both - [INFO] - [E:201| 0]: Train Loss:0.0009315, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:12:23,435 - wikidata12k_both - [INFO] - [E:201| 100]: Train Loss:0.0009406, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:14:32,450 - wikidata12k_both - [INFO] - [E:201| 200]: Train Loss:0.00093754, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:16:42,273 - wikidata12k_both - [INFO] - [E:201| 300]: Train Loss:0.00093662, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:18:52,200 - wikidata12k_both - [INFO] - [E:201| 400]: Train Loss:0.00093683, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:21:01,987 - wikidata12k_both - [INFO] - [E:201| 500]: Train Loss:0.0009365, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:23:09,938 - wikidata12k_both - [INFO] - [E:201| 600]: Train Loss:0.00093724, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:25:19,455 - wikidata12k_both - [INFO] - [E:201| 700]: Train Loss:0.00093767, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:27:28,620 - wikidata12k_both - [INFO] - [E:201| 800]: Train Loss:0.00093789, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:29:38,845 - wikidata12k_both - [INFO] - [E:201| 900]: Train Loss:0.00093802, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:31:47,497 - wikidata12k_both - [INFO] - [E:201| 1000]: Train Loss:0.00093762, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:33:57,309 - wikidata12k_both - [INFO] - [E:201| 1100]: Train Loss:0.00093742, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:36:06,833 - wikidata12k_both - [INFO] - [E:201| 1200]: Train Loss:0.00093749, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:38:15,282 - wikidata12k_both - [INFO] - [E:201| 1300]: Train Loss:0.00093743, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:40:24,254 - wikidata12k_both - [INFO] - [E:201| 1400]: Train Loss:0.00093739, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:42:34,312 - wikidata12k_both - [INFO] - [E:201| 1500]: Train Loss:0.00093717, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:44:44,157 - wikidata12k_both - [INFO] - [E:201| 1600]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:46:08,639 - wikidata12k_both - [INFO] - [Epoch:201]: Training Loss:0.0009373 + +2023-06-08 10:46:09,095 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 10:46:54,295 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 10:47:08,090 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 10:47:53,621 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 10:48:07,163 - wikidata12k_both - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.52599, Head : 0.38267, Avg : 0.45433 + +2023-06-08 10:48:07,164 - wikidata12k_both - [INFO] - [Epoch 201]: Training Loss: 0.0009373, Valid MRR: 0.45584, + + + +2023-06-08 10:48:08,514 - wikidata12k_both - [INFO] - [E:202| 0]: Train Loss:0.00092255, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:50:17,736 - wikidata12k_both - [INFO] - [E:202| 100]: Train Loss:0.00093782, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:52:26,523 - wikidata12k_both - [INFO] - [E:202| 200]: Train Loss:0.00093688, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:54:31,643 - wikidata12k_both - [INFO] - [E:202| 300]: Train Loss:0.00093712, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:55:55,933 - wikidata12k_both - [INFO] - [E:202| 400]: Train Loss:0.00093804, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:57:19,570 - wikidata12k_both - [INFO] - [E:202| 500]: Train Loss:0.00093838, Val MRR:0.45584, wikidata12k_both +2023-06-08 10:58:43,799 - wikidata12k_both - [INFO] - [E:202| 600]: Train Loss:0.00093796, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:00:07,873 - wikidata12k_both - [INFO] - [E:202| 700]: Train Loss:0.00093792, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:01:32,001 - wikidata12k_both - [INFO] - [E:202| 800]: Train Loss:0.00093785, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:03:29,727 - wikidata12k_both - [INFO] - [E:202| 900]: Train Loss:0.00093735, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:05:38,835 - wikidata12k_both - [INFO] - [E:202| 1000]: Train Loss:0.00093727, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:07:48,177 - wikidata12k_both - [INFO] - [E:202| 1100]: Train Loss:0.0009373, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:09:56,866 - wikidata12k_both - [INFO] - [E:202| 1200]: Train Loss:0.00093749, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:12:07,535 - wikidata12k_both - [INFO] - [E:202| 1300]: Train Loss:0.00093784, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:14:16,556 - wikidata12k_both - [INFO] - [E:202| 1400]: Train Loss:0.00093771, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:16:25,445 - wikidata12k_both - [INFO] - [E:202| 1500]: Train Loss:0.00093746, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:18:34,932 - wikidata12k_both - [INFO] - [E:202| 1600]: Train Loss:0.00093751, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:20:00,481 - wikidata12k_both - [INFO] - [Epoch:202]: Training Loss:0.0009375 + +2023-06-08 11:20:00,935 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 11:20:45,780 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 11:20:59,544 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 11:21:44,801 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 11:21:58,165 - wikidata12k_both - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.52669, Head : 0.35366, Avg : 0.44017 + +2023-06-08 11:21:58,165 - wikidata12k_both - [INFO] - [Epoch 202]: Training Loss: 0.00093748, Valid MRR: 0.45584, + + + +2023-06-08 11:21:59,450 - wikidata12k_both - [INFO] - [E:203| 0]: Train Loss:0.00095282, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:24:08,666 - wikidata12k_both - [INFO] - [E:203| 100]: Train Loss:0.00093766, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:26:18,218 - wikidata12k_both - [INFO] - [E:203| 200]: Train Loss:0.00093821, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:28:27,703 - wikidata12k_both - [INFO] - [E:203| 300]: Train Loss:0.000937, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:30:36,425 - wikidata12k_both - [INFO] - [E:203| 400]: Train Loss:0.00093643, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:32:46,466 - wikidata12k_both - [INFO] - [E:203| 500]: Train Loss:0.0009364, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:34:55,696 - wikidata12k_both - [INFO] - [E:203| 600]: Train Loss:0.00093684, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:37:04,761 - wikidata12k_both - [INFO] - [E:203| 700]: Train Loss:0.00093698, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:39:14,514 - wikidata12k_both - [INFO] - [E:203| 800]: Train Loss:0.00093713, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:41:24,139 - wikidata12k_both - [INFO] - [E:203| 900]: Train Loss:0.00093727, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:43:34,238 - wikidata12k_both - [INFO] - [E:203| 1000]: Train Loss:0.00093759, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:45:44,277 - wikidata12k_both - [INFO] - [E:203| 1100]: Train Loss:0.00093743, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:47:54,170 - wikidata12k_both - [INFO] - [E:203| 1200]: Train Loss:0.00093747, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:50:03,533 - wikidata12k_both - [INFO] - [E:203| 1300]: Train Loss:0.00093734, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:52:13,071 - wikidata12k_both - [INFO] - [E:203| 1400]: Train Loss:0.00093746, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:54:22,168 - wikidata12k_both - [INFO] - [E:203| 1500]: Train Loss:0.00093731, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:56:30,528 - wikidata12k_both - [INFO] - [E:203| 1600]: Train Loss:0.00093707, Val MRR:0.45584, wikidata12k_both +2023-06-08 11:57:53,614 - wikidata12k_both - [INFO] - [Epoch:203]: Training Loss:0.0009371 + +2023-06-08 11:57:54,080 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 11:58:38,695 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 11:58:52,388 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 11:59:37,202 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 11:59:50,576 - wikidata12k_both - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.52957, Head : 0.36095, Avg : 0.44526 + +2023-06-08 11:59:50,576 - wikidata12k_both - [INFO] - [Epoch 203]: Training Loss: 0.00093711, Valid MRR: 0.45584, + + + +2023-06-08 11:59:51,861 - wikidata12k_both - [INFO] - [E:204| 0]: Train Loss:0.0009816, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:01:59,254 - wikidata12k_both - [INFO] - [E:204| 100]: Train Loss:0.00093779, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:04:07,159 - wikidata12k_both - [INFO] - [E:204| 200]: Train Loss:0.00093713, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:06:15,140 - wikidata12k_both - [INFO] - [E:204| 300]: Train Loss:0.00093849, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:08:23,084 - wikidata12k_both - [INFO] - [E:204| 400]: Train Loss:0.00093814, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:10:31,117 - wikidata12k_both - [INFO] - [E:204| 500]: Train Loss:0.00093782, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:12:39,801 - wikidata12k_both - [INFO] - [E:204| 600]: Train Loss:0.00093763, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:14:47,749 - wikidata12k_both - [INFO] - [E:204| 700]: Train Loss:0.00093721, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:16:56,580 - wikidata12k_both - [INFO] - [E:204| 800]: Train Loss:0.00093691, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:19:03,476 - wikidata12k_both - [INFO] - [E:204| 900]: Train Loss:0.00093714, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:21:11,620 - wikidata12k_both - [INFO] - [E:204| 1000]: Train Loss:0.00093712, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:23:19,215 - wikidata12k_both - [INFO] - [E:204| 1100]: Train Loss:0.00093683, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:25:27,826 - wikidata12k_both - [INFO] - [E:204| 1200]: Train Loss:0.00093695, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:27:36,483 - wikidata12k_both - [INFO] - [E:204| 1300]: Train Loss:0.00093705, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:29:44,873 - wikidata12k_both - [INFO] - [E:204| 1400]: Train Loss:0.00093708, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:31:52,942 - wikidata12k_both - [INFO] - [E:204| 1500]: Train Loss:0.00093699, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:34:01,495 - wikidata12k_both - [INFO] - [E:204| 1600]: Train Loss:0.00093693, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:35:25,132 - wikidata12k_both - [INFO] - [Epoch:204]: Training Loss:0.000937 + +2023-06-08 12:35:25,589 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 12:36:10,356 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 12:36:24,063 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 12:37:09,001 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 12:37:22,242 - wikidata12k_both - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.52599, Head : 0.30708, Avg : 0.41654 + +2023-06-08 12:37:22,243 - wikidata12k_both - [INFO] - [Epoch 204]: Training Loss: 0.00093696, Valid MRR: 0.45584, + + + +2023-06-08 12:37:23,576 - wikidata12k_both - [INFO] - [E:205| 0]: Train Loss:0.00097593, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:38:52,719 - wikidata12k_both - [INFO] - [E:205| 100]: Train Loss:0.00093357, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:40:16,657 - wikidata12k_both - [INFO] - [E:205| 200]: Train Loss:0.00093619, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:41:40,702 - wikidata12k_both - [INFO] - [E:205| 300]: Train Loss:0.00093585, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:43:05,036 - wikidata12k_both - [INFO] - [E:205| 400]: Train Loss:0.00093593, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:44:29,258 - wikidata12k_both - [INFO] - [E:205| 500]: Train Loss:0.00093598, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:46:17,771 - wikidata12k_both - [INFO] - [E:205| 600]: Train Loss:0.0009364, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:48:26,067 - wikidata12k_both - [INFO] - [E:205| 700]: Train Loss:0.00093606, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:50:34,502 - wikidata12k_both - [INFO] - [E:205| 800]: Train Loss:0.00093596, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:52:42,991 - wikidata12k_both - [INFO] - [E:205| 900]: Train Loss:0.00093611, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:54:51,128 - wikidata12k_both - [INFO] - [E:205| 1000]: Train Loss:0.00093636, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:56:59,477 - wikidata12k_both - [INFO] - [E:205| 1100]: Train Loss:0.00093628, Val MRR:0.45584, wikidata12k_both +2023-06-08 12:59:07,534 - wikidata12k_both - [INFO] - [E:205| 1200]: Train Loss:0.00093628, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:01:15,987 - wikidata12k_both - [INFO] - [E:205| 1300]: Train Loss:0.00093619, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:03:23,573 - wikidata12k_both - [INFO] - [E:205| 1400]: Train Loss:0.00093633, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:05:32,340 - wikidata12k_both - [INFO] - [E:205| 1500]: Train Loss:0.00093663, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:07:40,065 - wikidata12k_both - [INFO] - [E:205| 1600]: Train Loss:0.00093664, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:09:03,798 - wikidata12k_both - [INFO] - [Epoch:205]: Training Loss:0.0009367 + +2023-06-08 13:09:04,250 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 13:09:49,104 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 13:10:02,523 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 13:10:47,349 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 13:11:00,857 - wikidata12k_both - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.5299, Head : 0.35724, Avg : 0.44357 + +2023-06-08 13:11:00,858 - wikidata12k_both - [INFO] - [Epoch 205]: Training Loss: 0.00093667, Valid MRR: 0.45584, + + + +2023-06-08 13:11:02,156 - wikidata12k_both - [INFO] - [E:206| 0]: Train Loss:0.00092953, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:13:11,021 - wikidata12k_both - [INFO] - [E:206| 100]: Train Loss:0.00093675, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:15:19,181 - wikidata12k_both - [INFO] - [E:206| 200]: Train Loss:0.00093669, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:17:28,063 - wikidata12k_both - [INFO] - [E:206| 300]: Train Loss:0.00093755, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:19:36,219 - wikidata12k_both - [INFO] - [E:206| 400]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:21:44,372 - wikidata12k_both - [INFO] - [E:206| 500]: Train Loss:0.00093664, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:23:52,389 - wikidata12k_both - [INFO] - [E:206| 600]: Train Loss:0.00093705, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:26:00,547 - wikidata12k_both - [INFO] - [E:206| 700]: Train Loss:0.00093683, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:28:08,283 - wikidata12k_both - [INFO] - [E:206| 800]: Train Loss:0.00093676, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:30:17,374 - wikidata12k_both - [INFO] - [E:206| 900]: Train Loss:0.00093661, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:32:25,532 - wikidata12k_both - [INFO] - [E:206| 1000]: Train Loss:0.00093678, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:34:33,967 - wikidata12k_both - [INFO] - [E:206| 1100]: Train Loss:0.00093687, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:36:42,152 - wikidata12k_both - [INFO] - [E:206| 1200]: Train Loss:0.00093663, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:38:49,863 - wikidata12k_both - [INFO] - [E:206| 1300]: Train Loss:0.00093647, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:40:58,294 - wikidata12k_both - [INFO] - [E:206| 1400]: Train Loss:0.00093665, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:43:06,186 - wikidata12k_both - [INFO] - [E:206| 1500]: Train Loss:0.00093665, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:45:11,005 - wikidata12k_both - [INFO] - [E:206| 1600]: Train Loss:0.00093659, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:46:34,998 - wikidata12k_both - [INFO] - [Epoch:206]: Training Loss:0.0009367 + +2023-06-08 13:46:35,430 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 13:47:20,199 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 13:47:33,889 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 13:48:19,081 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 13:48:32,464 - wikidata12k_both - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.52558, Head : 0.37979, Avg : 0.45268 + +2023-06-08 13:48:32,464 - wikidata12k_both - [INFO] - [Epoch 206]: Training Loss: 0.00093673, Valid MRR: 0.45584, + + + +2023-06-08 13:48:33,730 - wikidata12k_both - [INFO] - [E:207| 0]: Train Loss:0.00092856, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:50:41,677 - wikidata12k_both - [INFO] - [E:207| 100]: Train Loss:0.00093615, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:52:48,136 - wikidata12k_both - [INFO] - [E:207| 200]: Train Loss:0.00093784, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:54:56,390 - wikidata12k_both - [INFO] - [E:207| 300]: Train Loss:0.00093741, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:57:04,203 - wikidata12k_both - [INFO] - [E:207| 400]: Train Loss:0.0009367, Val MRR:0.45584, wikidata12k_both +2023-06-08 13:59:12,138 - wikidata12k_both - [INFO] - [E:207| 500]: Train Loss:0.00093704, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:01:19,979 - wikidata12k_both - [INFO] - [E:207| 600]: Train Loss:0.00093642, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:03:27,666 - wikidata12k_both - [INFO] - [E:207| 700]: Train Loss:0.00093597, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:05:35,294 - wikidata12k_both - [INFO] - [E:207| 800]: Train Loss:0.00093598, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:07:43,682 - wikidata12k_both - [INFO] - [E:207| 900]: Train Loss:0.00093587, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:09:51,625 - wikidata12k_both - [INFO] - [E:207| 1000]: Train Loss:0.00093583, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:11:58,690 - wikidata12k_both - [INFO] - [E:207| 1100]: Train Loss:0.00093612, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:14:00,833 - wikidata12k_both - [INFO] - [E:207| 1200]: Train Loss:0.00093602, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:16:03,680 - wikidata12k_both - [INFO] - [E:207| 1300]: Train Loss:0.00093612, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:18:06,272 - wikidata12k_both - [INFO] - [E:207| 1400]: Train Loss:0.00093618, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:20:09,410 - wikidata12k_both - [INFO] - [E:207| 1500]: Train Loss:0.00093636, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:21:59,827 - wikidata12k_both - [INFO] - [E:207| 1600]: Train Loss:0.00093662, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:22:54,898 - wikidata12k_both - [INFO] - [Epoch:207]: Training Loss:0.0009366 + +2023-06-08 14:22:55,220 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 14:23:24,115 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 14:23:33,103 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 14:24:02,450 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 14:24:11,055 - wikidata12k_both - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.52722, Head : 0.37555, Avg : 0.45138 + +2023-06-08 14:24:11,056 - wikidata12k_both - [INFO] - [Epoch 207]: Training Loss: 0.00093661, Valid MRR: 0.45584, + + + +2023-06-08 14:24:11,930 - wikidata12k_both - [INFO] - [E:208| 0]: Train Loss:0.00095534, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:25:37,053 - wikidata12k_both - [INFO] - [E:208| 100]: Train Loss:0.00093607, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:27:01,442 - wikidata12k_both - [INFO] - [E:208| 200]: Train Loss:0.00093988, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:28:26,054 - wikidata12k_both - [INFO] - [E:208| 300]: Train Loss:0.00093766, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:30:02,386 - wikidata12k_both - [INFO] - [E:208| 400]: Train Loss:0.00093674, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:32:05,036 - wikidata12k_both - [INFO] - [E:208| 500]: Train Loss:0.00093677, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:34:07,515 - wikidata12k_both - [INFO] - [E:208| 600]: Train Loss:0.00093662, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:36:10,077 - wikidata12k_both - [INFO] - [E:208| 700]: Train Loss:0.00093675, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:38:12,300 - wikidata12k_both - [INFO] - [E:208| 800]: Train Loss:0.00093617, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:40:14,741 - wikidata12k_both - [INFO] - [E:208| 900]: Train Loss:0.00093617, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:42:16,773 - wikidata12k_both - [INFO] - [E:208| 1000]: Train Loss:0.00093619, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:44:19,192 - wikidata12k_both - [INFO] - [E:208| 1100]: Train Loss:0.00093637, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:46:21,310 - wikidata12k_both - [INFO] - [E:208| 1200]: Train Loss:0.00093638, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:48:23,013 - wikidata12k_both - [INFO] - [E:208| 1300]: Train Loss:0.00093665, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:50:25,112 - wikidata12k_both - [INFO] - [E:208| 1400]: Train Loss:0.00093658, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:52:26,548 - wikidata12k_both - [INFO] - [E:208| 1500]: Train Loss:0.00093645, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:54:29,165 - wikidata12k_both - [INFO] - [E:208| 1600]: Train Loss:0.00093651, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:55:49,237 - wikidata12k_both - [INFO] - [Epoch:208]: Training Loss:0.0009366 + +2023-06-08 14:55:49,632 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 14:56:32,945 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 14:56:46,136 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 14:57:29,422 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 14:57:42,007 - wikidata12k_both - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.52586, Head : 0.29921, Avg : 0.41254 + +2023-06-08 14:57:42,007 - wikidata12k_both - [INFO] - [Epoch 208]: Training Loss: 0.00093664, Valid MRR: 0.45584, + + + +2023-06-08 14:57:43,223 - wikidata12k_both - [INFO] - [E:209| 0]: Train Loss:0.0009283, Val MRR:0.45584, wikidata12k_both +2023-06-08 14:59:46,364 - wikidata12k_both - [INFO] - [E:209| 100]: Train Loss:0.00093436, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:01:54,442 - wikidata12k_both - [INFO] - [E:209| 200]: Train Loss:0.00093362, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:04:02,308 - wikidata12k_both - [INFO] - [E:209| 300]: Train Loss:0.00093548, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:06:09,734 - wikidata12k_both - [INFO] - [E:209| 400]: Train Loss:0.00093562, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:08:18,165 - wikidata12k_both - [INFO] - [E:209| 500]: Train Loss:0.00093577, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:10:26,063 - wikidata12k_both - [INFO] - [E:209| 600]: Train Loss:0.0009358, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:12:33,777 - wikidata12k_both - [INFO] - [E:209| 700]: Train Loss:0.00093597, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:14:37,501 - wikidata12k_both - [INFO] - [E:209| 800]: Train Loss:0.00093603, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:16:38,704 - wikidata12k_both - [INFO] - [E:209| 900]: Train Loss:0.00093611, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:18:40,465 - wikidata12k_both - [INFO] - [E:209| 1000]: Train Loss:0.00093602, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:20:42,417 - wikidata12k_both - [INFO] - [E:209| 1100]: Train Loss:0.00093605, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:22:44,426 - wikidata12k_both - [INFO] - [E:209| 1200]: Train Loss:0.00093629, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:24:43,527 - wikidata12k_both - [INFO] - [E:209| 1300]: Train Loss:0.00093622, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:26:42,917 - wikidata12k_both - [INFO] - [E:209| 1400]: Train Loss:0.00093604, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:28:40,177 - wikidata12k_both - [INFO] - [E:209| 1500]: Train Loss:0.0009363, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:30:39,307 - wikidata12k_both - [INFO] - [E:209| 1600]: Train Loss:0.0009362, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:31:56,486 - wikidata12k_both - [INFO] - [Epoch:209]: Training Loss:0.0009363 + +2023-06-08 15:31:56,913 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 15:32:39,760 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 15:32:52,576 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 15:33:33,066 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 15:33:45,770 - wikidata12k_both - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.5212, Head : 0.32899, Avg : 0.42509 + MR: Tail : 863.28, Head : 821.51, Avg : 842.39 + Hit-1: Tail : 0.43772, Head : 0.21081, Avg : 0.32427 + Hit-3: Tail : 0.5712, Head : 0.39876, Avg : 0.48498 + Hit-10: Tail : 0.6702, Head : 0.56485, Avg : 0.61753 +2023-06-08 15:33:45,770 - wikidata12k_both - [INFO] - [Epoch 209]: Training Loss: 0.00093628, Valid MRR: 0.45584, + + + +2023-06-08 15:33:46,987 - wikidata12k_both - [INFO] - [E:210| 0]: Train Loss:0.0009217, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:35:46,014 - wikidata12k_both - [INFO] - [E:210| 100]: Train Loss:0.000935, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:37:45,742 - wikidata12k_both - [INFO] - [E:210| 200]: Train Loss:0.00093515, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:39:44,315 - wikidata12k_both - [INFO] - [E:210| 300]: Train Loss:0.00093711, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:41:43,892 - wikidata12k_both - [INFO] - [E:210| 400]: Train Loss:0.00093657, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:43:41,969 - wikidata12k_both - [INFO] - [E:210| 500]: Train Loss:0.00093614, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:45:40,839 - wikidata12k_both - [INFO] - [E:210| 600]: Train Loss:0.00093587, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:47:48,807 - wikidata12k_both - [INFO] - [E:210| 700]: Train Loss:0.00093584, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:49:57,144 - wikidata12k_both - [INFO] - [E:210| 800]: Train Loss:0.00093566, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:52:05,185 - wikidata12k_both - [INFO] - [E:210| 900]: Train Loss:0.00093565, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:54:13,860 - wikidata12k_both - [INFO] - [E:210| 1000]: Train Loss:0.0009359, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:56:21,624 - wikidata12k_both - [INFO] - [E:210| 1100]: Train Loss:0.00093583, Val MRR:0.45584, wikidata12k_both +2023-06-08 15:58:29,564 - wikidata12k_both - [INFO] - [E:210| 1200]: Train Loss:0.00093618, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:00:37,747 - wikidata12k_both - [INFO] - [E:210| 1300]: Train Loss:0.00093601, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:02:43,303 - wikidata12k_both - [INFO] - [E:210| 1400]: Train Loss:0.00093589, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:04:42,442 - wikidata12k_both - [INFO] - [E:210| 1500]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:06:41,987 - wikidata12k_both - [INFO] - [E:210| 1600]: Train Loss:0.00093594, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:08:00,018 - wikidata12k_both - [INFO] - [Epoch:210]: Training Loss:0.000936 + +2023-06-08 16:08:00,429 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 16:08:40,939 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 16:08:50,288 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 16:09:19,178 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 16:09:27,829 - wikidata12k_both - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.52392, Head : 0.36532, Avg : 0.44462 + +2023-06-08 16:09:27,829 - wikidata12k_both - [INFO] - [Epoch 210]: Training Loss: 0.00093605, Valid MRR: 0.45584, + + + +2023-06-08 16:09:28,693 - wikidata12k_both - [INFO] - [E:211| 0]: Train Loss:0.00092967, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:10:52,178 - wikidata12k_both - [INFO] - [E:211| 100]: Train Loss:0.00093458, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:12:16,033 - wikidata12k_both - [INFO] - [E:211| 200]: Train Loss:0.00093444, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:13:39,812 - wikidata12k_both - [INFO] - [E:211| 300]: Train Loss:0.00093502, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:15:03,250 - wikidata12k_both - [INFO] - [E:211| 400]: Train Loss:0.00093487, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:16:28,198 - wikidata12k_both - [INFO] - [E:211| 500]: Train Loss:0.0009353, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:18:25,256 - wikidata12k_both - [INFO] - [E:211| 600]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:20:24,991 - wikidata12k_both - [INFO] - [E:211| 700]: Train Loss:0.00093612, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:22:24,125 - wikidata12k_both - [INFO] - [E:211| 800]: Train Loss:0.00093635, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:24:23,597 - wikidata12k_both - [INFO] - [E:211| 900]: Train Loss:0.00093688, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:26:22,176 - wikidata12k_both - [INFO] - [E:211| 1000]: Train Loss:0.00093662, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:28:21,200 - wikidata12k_both - [INFO] - [E:211| 1100]: Train Loss:0.00093643, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:30:20,410 - wikidata12k_both - [INFO] - [E:211| 1200]: Train Loss:0.00093619, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:32:19,419 - wikidata12k_both - [INFO] - [E:211| 1300]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:34:18,640 - wikidata12k_both - [INFO] - [E:211| 1400]: Train Loss:0.00093602, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:36:17,785 - wikidata12k_both - [INFO] - [E:211| 1500]: Train Loss:0.00093609, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:38:22,355 - wikidata12k_both - [INFO] - [E:211| 1600]: Train Loss:0.00093626, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:39:47,833 - wikidata12k_both - [INFO] - [Epoch:211]: Training Loss:0.0009362 + +2023-06-08 16:39:48,299 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 16:40:33,292 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 16:40:47,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 16:41:32,645 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 16:41:46,092 - wikidata12k_both - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.52033, Head : 0.36667, Avg : 0.4435 + +2023-06-08 16:41:46,092 - wikidata12k_both - [INFO] - [Epoch 211]: Training Loss: 0.00093617, Valid MRR: 0.45584, + + + +2023-06-08 16:41:47,368 - wikidata12k_both - [INFO] - [E:212| 0]: Train Loss:0.00098897, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:43:56,796 - wikidata12k_both - [INFO] - [E:212| 100]: Train Loss:0.00093346, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:46:04,819 - wikidata12k_both - [INFO] - [E:212| 200]: Train Loss:0.00093406, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:48:14,397 - wikidata12k_both - [INFO] - [E:212| 300]: Train Loss:0.00093456, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:50:23,687 - wikidata12k_both - [INFO] - [E:212| 400]: Train Loss:0.00093467, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:52:32,979 - wikidata12k_both - [INFO] - [E:212| 500]: Train Loss:0.00093537, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:54:43,180 - wikidata12k_both - [INFO] - [E:212| 600]: Train Loss:0.00093583, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:56:52,310 - wikidata12k_both - [INFO] - [E:212| 700]: Train Loss:0.00093635, Val MRR:0.45584, wikidata12k_both +2023-06-08 16:59:00,881 - wikidata12k_both - [INFO] - [E:212| 800]: Train Loss:0.00093624, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:01:08,264 - wikidata12k_both - [INFO] - [E:212| 900]: Train Loss:0.00093594, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:03:16,433 - wikidata12k_both - [INFO] - [E:212| 1000]: Train Loss:0.00093563, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:05:26,145 - wikidata12k_both - [INFO] - [E:212| 1100]: Train Loss:0.00093573, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:07:36,749 - wikidata12k_both - [INFO] - [E:212| 1200]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:09:45,282 - wikidata12k_both - [INFO] - [E:212| 1300]: Train Loss:0.00093603, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:11:55,041 - wikidata12k_both - [INFO] - [E:212| 1400]: Train Loss:0.00093604, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:14:04,067 - wikidata12k_both - [INFO] - [E:212| 1500]: Train Loss:0.00093608, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:16:13,674 - wikidata12k_both - [INFO] - [E:212| 1600]: Train Loss:0.00093598, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:17:37,695 - wikidata12k_both - [INFO] - [Epoch:212]: Training Loss:0.000936 + +2023-06-08 17:17:38,161 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 17:18:23,391 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 17:18:37,165 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 17:19:22,807 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 17:19:36,200 - wikidata12k_both - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.5262, Head : 0.36797, Avg : 0.44709 + +2023-06-08 17:19:36,201 - wikidata12k_both - [INFO] - [Epoch 212]: Training Loss: 0.00093602, Valid MRR: 0.45584, + + + +2023-06-08 17:19:37,509 - wikidata12k_both - [INFO] - [E:213| 0]: Train Loss:0.00091972, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:21:47,007 - wikidata12k_both - [INFO] - [E:213| 100]: Train Loss:0.00093711, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:23:56,699 - wikidata12k_both - [INFO] - [E:213| 200]: Train Loss:0.00093517, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:26:06,436 - wikidata12k_both - [INFO] - [E:213| 300]: Train Loss:0.00093421, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:28:16,166 - wikidata12k_both - [INFO] - [E:213| 400]: Train Loss:0.00093418, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:30:25,404 - wikidata12k_both - [INFO] - [E:213| 500]: Train Loss:0.00093404, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:32:33,363 - wikidata12k_both - [INFO] - [E:213| 600]: Train Loss:0.00093483, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:34:43,288 - wikidata12k_both - [INFO] - [E:213| 700]: Train Loss:0.00093527, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:36:52,503 - wikidata12k_both - [INFO] - [E:213| 800]: Train Loss:0.00093494, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:39:02,316 - wikidata12k_both - [INFO] - [E:213| 900]: Train Loss:0.00093471, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:41:11,800 - wikidata12k_both - [INFO] - [E:213| 1000]: Train Loss:0.00093481, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:43:21,182 - wikidata12k_both - [INFO] - [E:213| 1100]: Train Loss:0.00093526, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:45:30,607 - wikidata12k_both - [INFO] - [E:213| 1200]: Train Loss:0.00093515, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:47:38,797 - wikidata12k_both - [INFO] - [E:213| 1300]: Train Loss:0.00093522, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:49:47,895 - wikidata12k_both - [INFO] - [E:213| 1400]: Train Loss:0.00093531, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:51:57,196 - wikidata12k_both - [INFO] - [E:213| 1500]: Train Loss:0.00093538, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:53:55,555 - wikidata12k_both - [INFO] - [E:213| 1600]: Train Loss:0.0009356, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:54:50,215 - wikidata12k_both - [INFO] - [Epoch:213]: Training Loss:0.0009358 + +2023-06-08 17:54:50,506 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 17:55:19,179 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 17:55:28,011 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 17:55:57,238 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 17:56:05,900 - wikidata12k_both - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.52289, Head : 0.35833, Avg : 0.44061 + +2023-06-08 17:56:05,900 - wikidata12k_both - [INFO] - [Epoch 213]: Training Loss: 0.00093579, Valid MRR: 0.45584, + + + +2023-06-08 17:56:06,730 - wikidata12k_both - [INFO] - [E:214| 0]: Train Loss:0.00092962, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:57:30,554 - wikidata12k_both - [INFO] - [E:214| 100]: Train Loss:0.00093703, Val MRR:0.45584, wikidata12k_both +2023-06-08 17:58:54,891 - wikidata12k_both - [INFO] - [E:214| 200]: Train Loss:0.00093606, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:00:19,071 - wikidata12k_both - [INFO] - [E:214| 300]: Train Loss:0.00093697, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:02:00,474 - wikidata12k_both - [INFO] - [E:214| 400]: Train Loss:0.00093586, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:04:08,934 - wikidata12k_both - [INFO] - [E:214| 500]: Train Loss:0.00093541, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:06:17,305 - wikidata12k_both - [INFO] - [E:214| 600]: Train Loss:0.00093601, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:08:25,888 - wikidata12k_both - [INFO] - [E:214| 700]: Train Loss:0.00093585, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:10:34,659 - wikidata12k_both - [INFO] - [E:214| 800]: Train Loss:0.00093565, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:12:43,048 - wikidata12k_both - [INFO] - [E:214| 900]: Train Loss:0.00093562, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:14:52,412 - wikidata12k_both - [INFO] - [E:214| 1000]: Train Loss:0.00093566, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:17:00,342 - wikidata12k_both - [INFO] - [E:214| 1100]: Train Loss:0.00093614, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:19:09,345 - wikidata12k_both - [INFO] - [E:214| 1200]: Train Loss:0.00093593, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:21:17,581 - wikidata12k_both - [INFO] - [E:214| 1300]: Train Loss:0.00093584, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:23:27,687 - wikidata12k_both - [INFO] - [E:214| 1400]: Train Loss:0.00093589, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:25:37,002 - wikidata12k_both - [INFO] - [E:214| 1500]: Train Loss:0.00093569, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:27:46,295 - wikidata12k_both - [INFO] - [E:214| 1600]: Train Loss:0.00093579, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:29:11,192 - wikidata12k_both - [INFO] - [Epoch:214]: Training Loss:0.0009358 + +2023-06-08 18:29:11,636 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 18:29:56,633 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 18:30:10,506 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 18:30:55,958 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 18:31:09,453 - wikidata12k_both - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.52723, Head : 0.35256, Avg : 0.4399 + +2023-06-08 18:31:09,453 - wikidata12k_both - [INFO] - [Epoch 214]: Training Loss: 0.00093582, Valid MRR: 0.45584, + + + +2023-06-08 18:31:10,724 - wikidata12k_both - [INFO] - [E:215| 0]: Train Loss:0.0009112, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:33:20,487 - wikidata12k_both - [INFO] - [E:215| 100]: Train Loss:0.00093303, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:35:30,605 - wikidata12k_both - [INFO] - [E:215| 200]: Train Loss:0.00093481, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:37:40,690 - wikidata12k_both - [INFO] - [E:215| 300]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:39:50,143 - wikidata12k_both - [INFO] - [E:215| 400]: Train Loss:0.00093543, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:42:00,103 - wikidata12k_both - [INFO] - [E:215| 500]: Train Loss:0.00093566, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:44:10,141 - wikidata12k_both - [INFO] - [E:215| 600]: Train Loss:0.00093576, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:46:19,727 - wikidata12k_both - [INFO] - [E:215| 700]: Train Loss:0.00093614, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:48:27,558 - wikidata12k_both - [INFO] - [E:215| 800]: Train Loss:0.00093614, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:50:37,633 - wikidata12k_both - [INFO] - [E:215| 900]: Train Loss:0.00093653, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:52:47,436 - wikidata12k_both - [INFO] - [E:215| 1000]: Train Loss:0.00093609, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:54:57,204 - wikidata12k_both - [INFO] - [E:215| 1100]: Train Loss:0.00093626, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:57:06,582 - wikidata12k_both - [INFO] - [E:215| 1200]: Train Loss:0.00093628, Val MRR:0.45584, wikidata12k_both +2023-06-08 18:59:16,520 - wikidata12k_both - [INFO] - [E:215| 1300]: Train Loss:0.00093608, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:01:26,494 - wikidata12k_both - [INFO] - [E:215| 1400]: Train Loss:0.0009361, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:03:34,746 - wikidata12k_both - [INFO] - [E:215| 1500]: Train Loss:0.0009359, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:05:44,837 - wikidata12k_both - [INFO] - [E:215| 1600]: Train Loss:0.00093594, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:07:09,802 - wikidata12k_both - [INFO] - [Epoch:215]: Training Loss:0.0009358 + +2023-06-08 19:07:10,266 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 19:07:55,338 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 19:08:09,236 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 19:08:54,899 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 19:09:08,394 - wikidata12k_both - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.52997, Head : 0.363, Avg : 0.44649 + +2023-06-08 19:09:08,394 - wikidata12k_both - [INFO] - [Epoch 215]: Training Loss: 0.00093579, Valid MRR: 0.45584, + + + +2023-06-08 19:09:09,638 - wikidata12k_both - [INFO] - [E:216| 0]: Train Loss:0.00092608, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:11:19,099 - wikidata12k_both - [INFO] - [E:216| 100]: Train Loss:0.00093694, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:13:28,727 - wikidata12k_both - [INFO] - [E:216| 200]: Train Loss:0.00093611, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:15:38,164 - wikidata12k_both - [INFO] - [E:216| 300]: Train Loss:0.00093584, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:17:47,041 - wikidata12k_both - [INFO] - [E:216| 400]: Train Loss:0.00093539, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:19:56,920 - wikidata12k_both - [INFO] - [E:216| 500]: Train Loss:0.00093501, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:22:07,082 - wikidata12k_both - [INFO] - [E:216| 600]: Train Loss:0.00093515, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:24:16,992 - wikidata12k_both - [INFO] - [E:216| 700]: Train Loss:0.000935, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:26:27,030 - wikidata12k_both - [INFO] - [E:216| 800]: Train Loss:0.00093554, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:28:36,838 - wikidata12k_both - [INFO] - [E:216| 900]: Train Loss:0.00093541, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:30:47,249 - wikidata12k_both - [INFO] - [E:216| 1000]: Train Loss:0.00093508, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:32:55,309 - wikidata12k_both - [INFO] - [E:216| 1100]: Train Loss:0.00093529, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:35:05,220 - wikidata12k_both - [INFO] - [E:216| 1200]: Train Loss:0.00093525, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:37:03,721 - wikidata12k_both - [INFO] - [E:216| 1300]: Train Loss:0.00093554, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:38:27,893 - wikidata12k_both - [INFO] - [E:216| 1400]: Train Loss:0.00093553, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:39:52,162 - wikidata12k_both - [INFO] - [E:216| 1500]: Train Loss:0.00093544, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:41:16,198 - wikidata12k_both - [INFO] - [E:216| 1600]: Train Loss:0.0009356, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:42:11,084 - wikidata12k_both - [INFO] - [Epoch:216]: Training Loss:0.0009358 + +2023-06-08 19:42:11,386 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 19:42:40,236 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 19:42:49,082 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 19:43:18,194 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 19:43:26,748 - wikidata12k_both - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.52475, Head : 0.3841, Avg : 0.45442 + +2023-06-08 19:43:26,748 - wikidata12k_both - [INFO] - [Epoch 216]: Training Loss: 0.00093578, Valid MRR: 0.45584, + + + +2023-06-08 19:43:27,607 - wikidata12k_both - [INFO] - [E:217| 0]: Train Loss:0.00091993, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:45:11,604 - wikidata12k_both - [INFO] - [E:217| 100]: Train Loss:0.00093208, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:47:19,836 - wikidata12k_both - [INFO] - [E:217| 200]: Train Loss:0.00093523, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:49:29,974 - wikidata12k_both - [INFO] - [E:217| 300]: Train Loss:0.00093559, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:51:38,356 - wikidata12k_both - [INFO] - [E:217| 400]: Train Loss:0.00093542, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:53:46,630 - wikidata12k_both - [INFO] - [E:217| 500]: Train Loss:0.0009357, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:55:55,784 - wikidata12k_both - [INFO] - [E:217| 600]: Train Loss:0.00093609, Val MRR:0.45584, wikidata12k_both +2023-06-08 19:58:03,931 - wikidata12k_both - [INFO] - [E:217| 700]: Train Loss:0.00093629, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:00:12,871 - wikidata12k_both - [INFO] - [E:217| 800]: Train Loss:0.00093593, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:02:21,235 - wikidata12k_both - [INFO] - [E:217| 900]: Train Loss:0.00093618, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:04:29,247 - wikidata12k_both - [INFO] - [E:217| 1000]: Train Loss:0.0009361, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:06:37,590 - wikidata12k_both - [INFO] - [E:217| 1100]: Train Loss:0.00093572, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:08:46,672 - wikidata12k_both - [INFO] - [E:217| 1200]: Train Loss:0.00093608, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:10:55,915 - wikidata12k_both - [INFO] - [E:217| 1300]: Train Loss:0.00093578, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:13:04,444 - wikidata12k_both - [INFO] - [E:217| 1400]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:15:12,861 - wikidata12k_both - [INFO] - [E:217| 1500]: Train Loss:0.00093567, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:17:21,647 - wikidata12k_both - [INFO] - [E:217| 1600]: Train Loss:0.0009359, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:18:45,571 - wikidata12k_both - [INFO] - [Epoch:217]: Training Loss:0.0009358 + +2023-06-08 20:18:46,041 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 20:19:30,998 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 20:19:44,759 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 20:20:30,022 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 20:20:43,427 - wikidata12k_both - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.52415, Head : 0.38204, Avg : 0.45309 + +2023-06-08 20:20:43,427 - wikidata12k_both - [INFO] - [Epoch 217]: Training Loss: 0.0009358, Valid MRR: 0.45584, + + + +2023-06-08 20:20:44,696 - wikidata12k_both - [INFO] - [E:218| 0]: Train Loss:0.00094711, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:22:52,928 - wikidata12k_both - [INFO] - [E:218| 100]: Train Loss:0.00093105, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:25:00,946 - wikidata12k_both - [INFO] - [E:218| 200]: Train Loss:0.0009319, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:27:09,499 - wikidata12k_both - [INFO] - [E:218| 300]: Train Loss:0.00093288, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:29:18,098 - wikidata12k_both - [INFO] - [E:218| 400]: Train Loss:0.00093376, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:31:25,586 - wikidata12k_both - [INFO] - [E:218| 500]: Train Loss:0.00093423, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:33:33,911 - wikidata12k_both - [INFO] - [E:218| 600]: Train Loss:0.00093495, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:35:42,238 - wikidata12k_both - [INFO] - [E:218| 700]: Train Loss:0.00093521, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:37:50,899 - wikidata12k_both - [INFO] - [E:218| 800]: Train Loss:0.00093509, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:39:58,906 - wikidata12k_both - [INFO] - [E:218| 900]: Train Loss:0.00093486, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:42:07,410 - wikidata12k_both - [INFO] - [E:218| 1000]: Train Loss:0.00093517, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:44:15,917 - wikidata12k_both - [INFO] - [E:218| 1100]: Train Loss:0.00093518, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:46:24,684 - wikidata12k_both - [INFO] - [E:218| 1200]: Train Loss:0.00093522, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:48:32,821 - wikidata12k_both - [INFO] - [E:218| 1300]: Train Loss:0.00093527, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:50:40,998 - wikidata12k_both - [INFO] - [E:218| 1400]: Train Loss:0.00093539, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:52:48,433 - wikidata12k_both - [INFO] - [E:218| 1500]: Train Loss:0.00093543, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:54:56,792 - wikidata12k_both - [INFO] - [E:218| 1600]: Train Loss:0.00093534, Val MRR:0.45584, wikidata12k_both +2023-06-08 20:56:20,422 - wikidata12k_both - [INFO] - [Epoch:218]: Training Loss:0.0009354 + +2023-06-08 20:56:20,876 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 20:57:05,273 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 20:57:19,044 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 20:58:04,135 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 20:58:17,457 - wikidata12k_both - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.51948, Head : 0.37524, Avg : 0.44736 + +2023-06-08 20:58:17,457 - wikidata12k_both - [INFO] - [Epoch 218]: Training Loss: 0.00093542, Valid MRR: 0.45584, + + + +2023-06-08 20:58:18,737 - wikidata12k_both - [INFO] - [E:219| 0]: Train Loss:0.00092027, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:00:26,918 - wikidata12k_both - [INFO] - [E:219| 100]: Train Loss:0.00093706, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:02:35,235 - wikidata12k_both - [INFO] - [E:219| 200]: Train Loss:0.00093801, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:04:43,376 - wikidata12k_both - [INFO] - [E:219| 300]: Train Loss:0.00093668, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:06:52,569 - wikidata12k_both - [INFO] - [E:219| 400]: Train Loss:0.00093543, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:09:00,271 - wikidata12k_both - [INFO] - [E:219| 500]: Train Loss:0.00093573, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:11:08,961 - wikidata12k_both - [INFO] - [E:219| 600]: Train Loss:0.0009353, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:13:17,524 - wikidata12k_both - [INFO] - [E:219| 700]: Train Loss:0.00093533, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:15:26,970 - wikidata12k_both - [INFO] - [E:219| 800]: Train Loss:0.0009354, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:17:34,855 - wikidata12k_both - [INFO] - [E:219| 900]: Train Loss:0.00093547, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:19:44,538 - wikidata12k_both - [INFO] - [E:219| 1000]: Train Loss:0.00093525, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:21:19,441 - wikidata12k_both - [INFO] - [E:219| 1100]: Train Loss:0.00093561, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:22:43,704 - wikidata12k_both - [INFO] - [E:219| 1200]: Train Loss:0.00093544, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:24:08,547 - wikidata12k_both - [INFO] - [E:219| 1300]: Train Loss:0.00093564, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:25:32,882 - wikidata12k_both - [INFO] - [E:219| 1400]: Train Loss:0.00093545, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:26:57,780 - wikidata12k_both - [INFO] - [E:219| 1500]: Train Loss:0.00093519, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:28:42,775 - wikidata12k_both - [INFO] - [E:219| 1600]: Train Loss:0.00093505, Val MRR:0.45584, wikidata12k_both +2023-06-08 21:30:06,835 - wikidata12k_both - [INFO] - [Epoch:219]: Training Loss:0.0009351 + +2023-06-08 21:30:07,294 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 21:30:51,944 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 21:31:05,613 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 21:31:50,713 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 21:32:04,063 - wikidata12k_both - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.52399, Head : 0.38824, Avg : 0.45611 + MR: Tail : 878.21, Head : 851.8, Avg : 865.01 + Hit-1: Tail : 0.44341, Head : 0.29718, Avg : 0.37029 + Hit-3: Tail : 0.56904, Head : 0.43102, Avg : 0.50003 + Hit-10: Tail : 0.67193, Head : 0.57317, Avg : 0.62255 +2023-06-08 21:32:05,339 - wikidata12k_both - [INFO] - [Epoch 219]: Training Loss: 0.00093508, Valid MRR: 0.45611, + + + +2023-06-08 21:32:06,609 - wikidata12k_both - [INFO] - [E:220| 0]: Train Loss:0.00094756, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:34:15,062 - wikidata12k_both - [INFO] - [E:220| 100]: Train Loss:0.00093574, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:36:23,089 - wikidata12k_both - [INFO] - [E:220| 200]: Train Loss:0.00093575, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:38:32,113 - wikidata12k_both - [INFO] - [E:220| 300]: Train Loss:0.00093378, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:40:40,774 - wikidata12k_both - [INFO] - [E:220| 400]: Train Loss:0.00093435, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:42:49,317 - wikidata12k_both - [INFO] - [E:220| 500]: Train Loss:0.00093438, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:44:59,482 - wikidata12k_both - [INFO] - [E:220| 600]: Train Loss:0.00093438, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:47:07,409 - wikidata12k_both - [INFO] - [E:220| 700]: Train Loss:0.00093495, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:49:16,679 - wikidata12k_both - [INFO] - [E:220| 800]: Train Loss:0.00093478, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:51:25,100 - wikidata12k_both - [INFO] - [E:220| 900]: Train Loss:0.00093495, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:53:34,891 - wikidata12k_both - [INFO] - [E:220| 1000]: Train Loss:0.00093505, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:55:42,486 - wikidata12k_both - [INFO] - [E:220| 1100]: Train Loss:0.00093506, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:57:51,535 - wikidata12k_both - [INFO] - [E:220| 1200]: Train Loss:0.00093504, Val MRR:0.45611, wikidata12k_both +2023-06-08 21:59:59,757 - wikidata12k_both - [INFO] - [E:220| 1300]: Train Loss:0.00093517, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:02:07,813 - wikidata12k_both - [INFO] - [E:220| 1400]: Train Loss:0.0009353, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:04:16,119 - wikidata12k_both - [INFO] - [E:220| 1500]: Train Loss:0.00093513, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:06:25,158 - wikidata12k_both - [INFO] - [E:220| 1600]: Train Loss:0.00093525, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:07:49,394 - wikidata12k_both - [INFO] - [Epoch:220]: Training Loss:0.0009354 + +2023-06-08 22:07:49,843 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 22:08:34,987 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 22:08:48,809 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 22:09:34,467 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 22:09:47,943 - wikidata12k_both - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.52227, Head : 0.37161, Avg : 0.44694 + +2023-06-08 22:09:47,943 - wikidata12k_both - [INFO] - [Epoch 220]: Training Loss: 0.00093535, Valid MRR: 0.45611, + + + +2023-06-08 22:09:49,267 - wikidata12k_both - [INFO] - [E:221| 0]: Train Loss:0.00091631, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:11:58,383 - wikidata12k_both - [INFO] - [E:221| 100]: Train Loss:0.00093406, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:14:08,043 - wikidata12k_both - [INFO] - [E:221| 200]: Train Loss:0.00093467, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:16:17,263 - wikidata12k_both - [INFO] - [E:221| 300]: Train Loss:0.0009346, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:18:26,667 - wikidata12k_both - [INFO] - [E:221| 400]: Train Loss:0.0009353, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:20:36,229 - wikidata12k_both - [INFO] - [E:221| 500]: Train Loss:0.00093559, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:22:45,863 - wikidata12k_both - [INFO] - [E:221| 600]: Train Loss:0.00093507, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:24:55,857 - wikidata12k_both - [INFO] - [E:221| 700]: Train Loss:0.00093523, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:27:06,095 - wikidata12k_both - [INFO] - [E:221| 800]: Train Loss:0.00093502, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:29:16,154 - wikidata12k_both - [INFO] - [E:221| 900]: Train Loss:0.00093526, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:31:25,400 - wikidata12k_both - [INFO] - [E:221| 1000]: Train Loss:0.00093529, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:33:34,841 - wikidata12k_both - [INFO] - [E:221| 1100]: Train Loss:0.00093523, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:35:43,431 - wikidata12k_both - [INFO] - [E:221| 1200]: Train Loss:0.00093487, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:37:53,632 - wikidata12k_both - [INFO] - [E:221| 1300]: Train Loss:0.00093524, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:40:03,298 - wikidata12k_both - [INFO] - [E:221| 1400]: Train Loss:0.00093536, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:42:13,037 - wikidata12k_both - [INFO] - [E:221| 1500]: Train Loss:0.00093544, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:44:22,677 - wikidata12k_both - [INFO] - [E:221| 1600]: Train Loss:0.00093535, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:45:46,892 - wikidata12k_both - [INFO] - [Epoch:221]: Training Loss:0.0009352 + +2023-06-08 22:45:47,359 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 22:46:32,723 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 22:46:46,571 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 22:47:32,050 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 22:47:45,584 - wikidata12k_both - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.52161, Head : 0.35324, Avg : 0.43742 + +2023-06-08 22:47:45,585 - wikidata12k_both - [INFO] - [Epoch 221]: Training Loss: 0.00093523, Valid MRR: 0.45611, + + + +2023-06-08 22:47:46,918 - wikidata12k_both - [INFO] - [E:222| 0]: Train Loss:0.00092356, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:49:56,998 - wikidata12k_both - [INFO] - [E:222| 100]: Train Loss:0.00093168, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:52:06,331 - wikidata12k_both - [INFO] - [E:222| 200]: Train Loss:0.00093311, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:54:16,436 - wikidata12k_both - [INFO] - [E:222| 300]: Train Loss:0.00093372, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:56:25,938 - wikidata12k_both - [INFO] - [E:222| 400]: Train Loss:0.00093311, Val MRR:0.45611, wikidata12k_both +2023-06-08 22:58:36,309 - wikidata12k_both - [INFO] - [E:222| 500]: Train Loss:0.00093309, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:00:44,959 - wikidata12k_both - [INFO] - [E:222| 600]: Train Loss:0.00093375, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:02:53,833 - wikidata12k_both - [INFO] - [E:222| 700]: Train Loss:0.00093395, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:04:26,750 - wikidata12k_both - [INFO] - [E:222| 800]: Train Loss:0.00093418, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:05:50,711 - wikidata12k_both - [INFO] - [E:222| 900]: Train Loss:0.00093468, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:07:14,940 - wikidata12k_both - [INFO] - [E:222| 1000]: Train Loss:0.00093479, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:08:38,975 - wikidata12k_both - [INFO] - [E:222| 1100]: Train Loss:0.00093491, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:10:03,459 - wikidata12k_both - [INFO] - [E:222| 1200]: Train Loss:0.00093506, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:11:43,476 - wikidata12k_both - [INFO] - [E:222| 1300]: Train Loss:0.00093497, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:13:52,228 - wikidata12k_both - [INFO] - [E:222| 1400]: Train Loss:0.00093507, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:16:01,178 - wikidata12k_both - [INFO] - [E:222| 1500]: Train Loss:0.00093528, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:18:09,725 - wikidata12k_both - [INFO] - [E:222| 1600]: Train Loss:0.00093527, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:19:34,083 - wikidata12k_both - [INFO] - [Epoch:222]: Training Loss:0.0009352 + +2023-06-08 23:19:34,526 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 23:20:19,284 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 23:20:33,005 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 23:21:18,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 23:21:31,456 - wikidata12k_both - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.52199, Head : 0.38438, Avg : 0.45319 + +2023-06-08 23:21:31,456 - wikidata12k_both - [INFO] - [Epoch 222]: Training Loss: 0.00093516, Valid MRR: 0.45611, + + + +2023-06-08 23:21:32,739 - wikidata12k_both - [INFO] - [E:223| 0]: Train Loss:0.00091524, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:23:41,642 - wikidata12k_both - [INFO] - [E:223| 100]: Train Loss:0.00093281, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:25:51,892 - wikidata12k_both - [INFO] - [E:223| 200]: Train Loss:0.00093421, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:28:01,502 - wikidata12k_both - [INFO] - [E:223| 300]: Train Loss:0.00093373, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:30:10,896 - wikidata12k_both - [INFO] - [E:223| 400]: Train Loss:0.00093444, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:32:19,486 - wikidata12k_both - [INFO] - [E:223| 500]: Train Loss:0.00093377, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:34:29,304 - wikidata12k_both - [INFO] - [E:223| 600]: Train Loss:0.00093474, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:36:39,987 - wikidata12k_both - [INFO] - [E:223| 700]: Train Loss:0.00093476, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:38:49,054 - wikidata12k_both - [INFO] - [E:223| 800]: Train Loss:0.00093439, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:40:58,654 - wikidata12k_both - [INFO] - [E:223| 900]: Train Loss:0.00093442, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:43:08,142 - wikidata12k_both - [INFO] - [E:223| 1000]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:45:18,070 - wikidata12k_both - [INFO] - [E:223| 1100]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:47:26,486 - wikidata12k_both - [INFO] - [E:223| 1200]: Train Loss:0.00093456, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:49:36,547 - wikidata12k_both - [INFO] - [E:223| 1300]: Train Loss:0.00093438, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:51:45,494 - wikidata12k_both - [INFO] - [E:223| 1400]: Train Loss:0.00093473, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:53:55,378 - wikidata12k_both - [INFO] - [E:223| 1500]: Train Loss:0.00093479, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:56:04,749 - wikidata12k_both - [INFO] - [E:223| 1600]: Train Loss:0.00093494, Val MRR:0.45611, wikidata12k_both +2023-06-08 23:57:29,692 - wikidata12k_both - [INFO] - [Epoch:223]: Training Loss:0.0009349 + +2023-06-08 23:57:30,162 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-08 23:58:15,364 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-08 23:58:29,060 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-08 23:59:14,594 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-08 23:59:28,074 - wikidata12k_both - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.52407, Head : 0.38227, Avg : 0.45317 + +2023-06-08 23:59:28,074 - wikidata12k_both - [INFO] - [Epoch 223]: Training Loss: 0.00093492, Valid MRR: 0.45611, + + + +2023-06-08 23:59:29,352 - wikidata12k_both - [INFO] - [E:224| 0]: Train Loss:0.00092319, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:01:38,729 - wikidata12k_both - [INFO] - [E:224| 100]: Train Loss:0.00093746, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:03:48,077 - wikidata12k_both - [INFO] - [E:224| 200]: Train Loss:0.00093744, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:05:58,022 - wikidata12k_both - [INFO] - [E:224| 300]: Train Loss:0.00093689, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:08:07,896 - wikidata12k_both - [INFO] - [E:224| 400]: Train Loss:0.00093619, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:10:17,471 - wikidata12k_both - [INFO] - [E:224| 500]: Train Loss:0.00093531, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:12:27,290 - wikidata12k_both - [INFO] - [E:224| 600]: Train Loss:0.00093554, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:14:36,612 - wikidata12k_both - [INFO] - [E:224| 700]: Train Loss:0.0009355, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:16:46,634 - wikidata12k_both - [INFO] - [E:224| 800]: Train Loss:0.00093538, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:18:54,640 - wikidata12k_both - [INFO] - [E:224| 900]: Train Loss:0.00093526, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:21:04,518 - wikidata12k_both - [INFO] - [E:224| 1000]: Train Loss:0.00093523, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:23:14,366 - wikidata12k_both - [INFO] - [E:224| 1100]: Train Loss:0.00093547, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:25:24,599 - wikidata12k_both - [INFO] - [E:224| 1200]: Train Loss:0.00093502, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:27:34,292 - wikidata12k_both - [INFO] - [E:224| 1300]: Train Loss:0.00093511, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:29:43,921 - wikidata12k_both - [INFO] - [E:224| 1400]: Train Loss:0.00093504, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:31:53,670 - wikidata12k_both - [INFO] - [E:224| 1500]: Train Loss:0.00093502, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:34:01,568 - wikidata12k_both - [INFO] - [E:224| 1600]: Train Loss:0.0009349, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:35:26,378 - wikidata12k_both - [INFO] - [Epoch:224]: Training Loss:0.0009348 + +2023-06-09 00:35:26,840 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 00:36:12,225 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 00:36:25,954 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 00:37:11,414 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 00:37:24,847 - wikidata12k_both - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.52366, Head : 0.31001, Avg : 0.41684 + +2023-06-09 00:37:24,847 - wikidata12k_both - [INFO] - [Epoch 224]: Training Loss: 0.00093478, Valid MRR: 0.45611, + + + +2023-06-09 00:37:26,125 - wikidata12k_both - [INFO] - [E:225| 0]: Train Loss:0.00098832, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:39:35,548 - wikidata12k_both - [INFO] - [E:225| 100]: Train Loss:0.00093416, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:41:45,837 - wikidata12k_both - [INFO] - [E:225| 200]: Train Loss:0.00093301, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:43:55,001 - wikidata12k_both - [INFO] - [E:225| 300]: Train Loss:0.0009333, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:46:03,684 - wikidata12k_both - [INFO] - [E:225| 400]: Train Loss:0.00093387, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:47:38,450 - wikidata12k_both - [INFO] - [E:225| 500]: Train Loss:0.00093395, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:49:02,491 - wikidata12k_both - [INFO] - [E:225| 600]: Train Loss:0.00093416, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:50:26,890 - wikidata12k_both - [INFO] - [E:225| 700]: Train Loss:0.00093415, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:51:50,954 - wikidata12k_both - [INFO] - [E:225| 800]: Train Loss:0.00093411, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:53:15,085 - wikidata12k_both - [INFO] - [E:225| 900]: Train Loss:0.00093406, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:54:54,078 - wikidata12k_both - [INFO] - [E:225| 1000]: Train Loss:0.00093388, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:57:01,791 - wikidata12k_both - [INFO] - [E:225| 1100]: Train Loss:0.00093385, Val MRR:0.45611, wikidata12k_both +2023-06-09 00:59:10,393 - wikidata12k_both - [INFO] - [E:225| 1200]: Train Loss:0.00093418, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:01:19,128 - wikidata12k_both - [INFO] - [E:225| 1300]: Train Loss:0.00093425, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:03:27,671 - wikidata12k_both - [INFO] - [E:225| 1400]: Train Loss:0.00093463, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:05:35,940 - wikidata12k_both - [INFO] - [E:225| 1500]: Train Loss:0.00093464, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:07:45,665 - wikidata12k_both - [INFO] - [E:225| 1600]: Train Loss:0.00093476, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:09:09,334 - wikidata12k_both - [INFO] - [Epoch:225]: Training Loss:0.0009347 + +2023-06-09 01:09:09,781 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 01:09:54,435 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 01:10:08,122 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 01:10:53,297 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 01:11:06,592 - wikidata12k_both - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.52552, Head : 0.32486, Avg : 0.42519 + +2023-06-09 01:11:06,592 - wikidata12k_both - [INFO] - [Epoch 225]: Training Loss: 0.00093471, Valid MRR: 0.45611, + + + +2023-06-09 01:11:07,903 - wikidata12k_both - [INFO] - [E:226| 0]: Train Loss:0.00093521, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:13:16,575 - wikidata12k_both - [INFO] - [E:226| 100]: Train Loss:0.00093115, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:15:26,176 - wikidata12k_both - [INFO] - [E:226| 200]: Train Loss:0.0009312, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:17:33,742 - wikidata12k_both - [INFO] - [E:226| 300]: Train Loss:0.00093195, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:19:42,229 - wikidata12k_both - [INFO] - [E:226| 400]: Train Loss:0.00093229, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:21:49,427 - wikidata12k_both - [INFO] - [E:226| 500]: Train Loss:0.00093278, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:23:57,754 - wikidata12k_both - [INFO] - [E:226| 600]: Train Loss:0.00093268, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:26:05,768 - wikidata12k_both - [INFO] - [E:226| 700]: Train Loss:0.00093302, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:28:14,762 - wikidata12k_both - [INFO] - [E:226| 800]: Train Loss:0.00093295, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:30:23,073 - wikidata12k_both - [INFO] - [E:226| 900]: Train Loss:0.00093355, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:32:31,589 - wikidata12k_both - [INFO] - [E:226| 1000]: Train Loss:0.00093376, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:34:39,624 - wikidata12k_both - [INFO] - [E:226| 1100]: Train Loss:0.00093405, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:36:48,482 - wikidata12k_both - [INFO] - [E:226| 1200]: Train Loss:0.00093423, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:38:56,468 - wikidata12k_both - [INFO] - [E:226| 1300]: Train Loss:0.00093449, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:41:04,819 - wikidata12k_both - [INFO] - [E:226| 1400]: Train Loss:0.00093457, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:43:12,349 - wikidata12k_both - [INFO] - [E:226| 1500]: Train Loss:0.00093474, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:45:21,061 - wikidata12k_both - [INFO] - [E:226| 1600]: Train Loss:0.00093464, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:46:44,876 - wikidata12k_both - [INFO] - [Epoch:226]: Training Loss:0.0009347 + +2023-06-09 01:46:45,295 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 01:47:30,105 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 01:47:43,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 01:48:29,042 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 01:48:42,481 - wikidata12k_both - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.52415, Head : 0.28967, Avg : 0.40691 + +2023-06-09 01:48:42,481 - wikidata12k_both - [INFO] - [Epoch 226]: Training Loss: 0.00093474, Valid MRR: 0.45611, + + + +2023-06-09 01:48:43,759 - wikidata12k_both - [INFO] - [E:227| 0]: Train Loss:0.00092862, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:50:51,463 - wikidata12k_both - [INFO] - [E:227| 100]: Train Loss:0.00093775, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:53:00,883 - wikidata12k_both - [INFO] - [E:227| 200]: Train Loss:0.00093543, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:55:09,134 - wikidata12k_both - [INFO] - [E:227| 300]: Train Loss:0.00093441, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:57:17,532 - wikidata12k_both - [INFO] - [E:227| 400]: Train Loss:0.00093471, Val MRR:0.45611, wikidata12k_both +2023-06-09 01:59:26,486 - wikidata12k_both - [INFO] - [E:227| 500]: Train Loss:0.00093439, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:01:36,035 - wikidata12k_both - [INFO] - [E:227| 600]: Train Loss:0.00093448, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:03:44,075 - wikidata12k_both - [INFO] - [E:227| 700]: Train Loss:0.00093419, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:05:52,431 - wikidata12k_both - [INFO] - [E:227| 800]: Train Loss:0.00093429, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:08:01,012 - wikidata12k_both - [INFO] - [E:227| 900]: Train Loss:0.00093449, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:10:10,553 - wikidata12k_both - [INFO] - [E:227| 1000]: Train Loss:0.00093419, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:12:18,540 - wikidata12k_both - [INFO] - [E:227| 1100]: Train Loss:0.00093447, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:14:27,192 - wikidata12k_both - [INFO] - [E:227| 1200]: Train Loss:0.00093458, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:16:35,849 - wikidata12k_both - [INFO] - [E:227| 1300]: Train Loss:0.00093448, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:18:43,954 - wikidata12k_both - [INFO] - [E:227| 1400]: Train Loss:0.00093431, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:20:52,806 - wikidata12k_both - [INFO] - [E:227| 1500]: Train Loss:0.00093443, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:23:01,165 - wikidata12k_both - [INFO] - [E:227| 1600]: Train Loss:0.00093436, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:24:24,897 - wikidata12k_both - [INFO] - [Epoch:227]: Training Loss:0.0009345 + +2023-06-09 02:24:25,354 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 02:25:10,353 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 02:25:24,101 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 02:26:09,372 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 02:26:22,568 - wikidata12k_both - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.51978, Head : 0.36977, Avg : 0.44478 + +2023-06-09 02:26:22,569 - wikidata12k_both - [INFO] - [Epoch 227]: Training Loss: 0.00093451, Valid MRR: 0.45611, + + + +2023-06-09 02:26:23,907 - wikidata12k_both - [INFO] - [E:228| 0]: Train Loss:0.0009305, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:28:32,631 - wikidata12k_both - [INFO] - [E:228| 100]: Train Loss:0.00093581, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:30:31,482 - wikidata12k_both - [INFO] - [E:228| 200]: Train Loss:0.00093374, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:31:55,735 - wikidata12k_both - [INFO] - [E:228| 300]: Train Loss:0.00093467, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:33:20,079 - wikidata12k_both - [INFO] - [E:228| 400]: Train Loss:0.00093464, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:34:44,622 - wikidata12k_both - [INFO] - [E:228| 500]: Train Loss:0.00093425, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:36:08,424 - wikidata12k_both - [INFO] - [E:228| 600]: Train Loss:0.00093422, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:37:32,449 - wikidata12k_both - [INFO] - [E:228| 700]: Train Loss:0.00093403, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:39:37,483 - wikidata12k_both - [INFO] - [E:228| 800]: Train Loss:0.00093389, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:41:45,305 - wikidata12k_both - [INFO] - [E:228| 900]: Train Loss:0.0009337, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:43:53,961 - wikidata12k_both - [INFO] - [E:228| 1000]: Train Loss:0.00093387, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:46:02,518 - wikidata12k_both - [INFO] - [E:228| 1100]: Train Loss:0.00093403, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:48:10,494 - wikidata12k_both - [INFO] - [E:228| 1200]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:50:19,088 - wikidata12k_both - [INFO] - [E:228| 1300]: Train Loss:0.00093423, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:52:27,639 - wikidata12k_both - [INFO] - [E:228| 1400]: Train Loss:0.00093426, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:54:35,911 - wikidata12k_both - [INFO] - [E:228| 1500]: Train Loss:0.00093425, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:56:44,938 - wikidata12k_both - [INFO] - [E:228| 1600]: Train Loss:0.00093435, Val MRR:0.45611, wikidata12k_both +2023-06-09 02:58:08,624 - wikidata12k_both - [INFO] - [Epoch:228]: Training Loss:0.0009344 + +2023-06-09 02:58:09,093 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 02:58:53,867 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 02:59:07,474 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 02:59:52,576 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 03:00:06,036 - wikidata12k_both - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.52142, Head : 0.37958, Avg : 0.4505 + +2023-06-09 03:00:06,036 - wikidata12k_both - [INFO] - [Epoch 228]: Training Loss: 0.00093439, Valid MRR: 0.45611, + + + +2023-06-09 03:00:07,383 - wikidata12k_both - [INFO] - [E:229| 0]: Train Loss:0.00092116, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:02:15,834 - wikidata12k_both - [INFO] - [E:229| 100]: Train Loss:0.00093462, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:04:24,200 - wikidata12k_both - [INFO] - [E:229| 200]: Train Loss:0.00093558, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:06:32,086 - wikidata12k_both - [INFO] - [E:229| 300]: Train Loss:0.00093462, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:08:40,591 - wikidata12k_both - [INFO] - [E:229| 400]: Train Loss:0.00093489, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:10:49,307 - wikidata12k_both - [INFO] - [E:229| 500]: Train Loss:0.00093454, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:12:58,940 - wikidata12k_both - [INFO] - [E:229| 600]: Train Loss:0.00093478, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:15:07,246 - wikidata12k_both - [INFO] - [E:229| 700]: Train Loss:0.0009344, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:17:16,129 - wikidata12k_both - [INFO] - [E:229| 800]: Train Loss:0.00093475, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:19:25,917 - wikidata12k_both - [INFO] - [E:229| 900]: Train Loss:0.00093454, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:21:36,244 - wikidata12k_both - [INFO] - [E:229| 1000]: Train Loss:0.00093466, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:23:46,112 - wikidata12k_both - [INFO] - [E:229| 1100]: Train Loss:0.00093488, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:25:56,252 - wikidata12k_both - [INFO] - [E:229| 1200]: Train Loss:0.00093477, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:28:05,907 - wikidata12k_both - [INFO] - [E:229| 1300]: Train Loss:0.0009346, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:30:15,903 - wikidata12k_both - [INFO] - [E:229| 1400]: Train Loss:0.00093442, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:32:24,459 - wikidata12k_both - [INFO] - [E:229| 1500]: Train Loss:0.00093429, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:34:33,863 - wikidata12k_both - [INFO] - [E:229| 1600]: Train Loss:0.00093426, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:35:58,992 - wikidata12k_both - [INFO] - [Epoch:229]: Training Loss:0.0009343 + +2023-06-09 03:35:59,451 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 03:36:44,858 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 03:36:58,680 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 03:37:44,418 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 03:37:57,825 - wikidata12k_both - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.52069, Head : 0.38877, Avg : 0.45473 + MR: Tail : 834.37, Head : 850.29, Avg : 842.33 + Hit-1: Tail : 0.4397, Head : 0.29856, Avg : 0.36913 + Hit-3: Tail : 0.56725, Head : 0.43634, Avg : 0.5018 + Hit-10: Tail : 0.66822, Head : 0.57868, Avg : 0.62345 +2023-06-09 03:37:57,825 - wikidata12k_both - [INFO] - [Epoch 229]: Training Loss: 0.00093433, Valid MRR: 0.45611, + + + +2023-06-09 03:37:59,152 - wikidata12k_both - [INFO] - [E:230| 0]: Train Loss:0.00094213, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:40:09,009 - wikidata12k_both - [INFO] - [E:230| 100]: Train Loss:0.00093039, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:42:19,100 - wikidata12k_both - [INFO] - [E:230| 200]: Train Loss:0.00093195, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:44:29,141 - wikidata12k_both - [INFO] - [E:230| 300]: Train Loss:0.00093394, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:46:37,903 - wikidata12k_both - [INFO] - [E:230| 400]: Train Loss:0.00093291, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:48:47,151 - wikidata12k_both - [INFO] - [E:230| 500]: Train Loss:0.00093325, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:50:56,404 - wikidata12k_both - [INFO] - [E:230| 600]: Train Loss:0.00093355, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:53:07,133 - wikidata12k_both - [INFO] - [E:230| 700]: Train Loss:0.00093393, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:55:17,116 - wikidata12k_both - [INFO] - [E:230| 800]: Train Loss:0.00093465, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:57:28,137 - wikidata12k_both - [INFO] - [E:230| 900]: Train Loss:0.0009347, Val MRR:0.45611, wikidata12k_both +2023-06-09 03:59:38,019 - wikidata12k_both - [INFO] - [E:230| 1000]: Train Loss:0.00093454, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:01:48,456 - wikidata12k_both - [INFO] - [E:230| 1100]: Train Loss:0.00093456, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:03:57,907 - wikidata12k_both - [INFO] - [E:230| 1200]: Train Loss:0.00093459, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:06:08,264 - wikidata12k_both - [INFO] - [E:230| 1300]: Train Loss:0.00093439, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:08:17,453 - wikidata12k_both - [INFO] - [E:230| 1400]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:10:27,577 - wikidata12k_both - [INFO] - [E:230| 1500]: Train Loss:0.00093457, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:12:37,435 - wikidata12k_both - [INFO] - [E:230| 1600]: Train Loss:0.00093438, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:13:48,887 - wikidata12k_both - [INFO] - [Epoch:230]: Training Loss:0.0009344 + +2023-06-09 04:13:49,187 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 04:14:18,305 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 04:14:27,112 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 04:14:56,067 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 04:15:04,520 - wikidata12k_both - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.52135, Head : 0.37756, Avg : 0.44946 + +2023-06-09 04:15:04,520 - wikidata12k_both - [INFO] - [Epoch 230]: Training Loss: 0.00093443, Valid MRR: 0.45611, + + + +2023-06-09 04:15:05,389 - wikidata12k_both - [INFO] - [E:231| 0]: Train Loss:0.00093864, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:16:29,571 - wikidata12k_both - [INFO] - [E:231| 100]: Train Loss:0.00093677, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:17:53,997 - wikidata12k_both - [INFO] - [E:231| 200]: Train Loss:0.00093546, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:19:18,337 - wikidata12k_both - [INFO] - [E:231| 300]: Train Loss:0.00093493, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:20:42,293 - wikidata12k_both - [INFO] - [E:231| 400]: Train Loss:0.00093505, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:22:45,616 - wikidata12k_both - [INFO] - [E:231| 500]: Train Loss:0.00093446, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:24:55,644 - wikidata12k_both - [INFO] - [E:231| 600]: Train Loss:0.00093391, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:27:05,560 - wikidata12k_both - [INFO] - [E:231| 700]: Train Loss:0.00093432, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:29:14,584 - wikidata12k_both - [INFO] - [E:231| 800]: Train Loss:0.00093393, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:31:24,670 - wikidata12k_both - [INFO] - [E:231| 900]: Train Loss:0.0009339, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:33:33,212 - wikidata12k_both - [INFO] - [E:231| 1000]: Train Loss:0.00093415, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:35:43,941 - wikidata12k_both - [INFO] - [E:231| 1100]: Train Loss:0.00093433, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:37:53,007 - wikidata12k_both - [INFO] - [E:231| 1200]: Train Loss:0.00093457, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:40:03,326 - wikidata12k_both - [INFO] - [E:231| 1300]: Train Loss:0.00093457, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:42:12,877 - wikidata12k_both - [INFO] - [E:231| 1400]: Train Loss:0.00093459, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:44:23,089 - wikidata12k_both - [INFO] - [E:231| 1500]: Train Loss:0.0009346, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:46:31,780 - wikidata12k_both - [INFO] - [E:231| 1600]: Train Loss:0.00093467, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:47:55,964 - wikidata12k_both - [INFO] - [Epoch:231]: Training Loss:0.0009344 + +2023-06-09 04:47:56,417 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 04:48:41,791 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 04:48:55,679 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 04:49:41,156 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 04:49:54,656 - wikidata12k_both - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.52624, Head : 0.32265, Avg : 0.42444 + +2023-06-09 04:49:54,656 - wikidata12k_both - [INFO] - [Epoch 231]: Training Loss: 0.00093443, Valid MRR: 0.45611, + + + +2023-06-09 04:49:55,959 - wikidata12k_both - [INFO] - [E:232| 0]: Train Loss:0.00095499, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:52:06,071 - wikidata12k_both - [INFO] - [E:232| 100]: Train Loss:0.00093109, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:54:15,496 - wikidata12k_both - [INFO] - [E:232| 200]: Train Loss:0.00093108, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:56:26,008 - wikidata12k_both - [INFO] - [E:232| 300]: Train Loss:0.00093232, Val MRR:0.45611, wikidata12k_both +2023-06-09 04:58:35,261 - wikidata12k_both - [INFO] - [E:232| 400]: Train Loss:0.00093245, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:00:45,358 - wikidata12k_both - [INFO] - [E:232| 500]: Train Loss:0.00093271, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:02:53,871 - wikidata12k_both - [INFO] - [E:232| 600]: Train Loss:0.0009333, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:05:02,998 - wikidata12k_both - [INFO] - [E:232| 700]: Train Loss:0.00093461, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:07:12,654 - wikidata12k_both - [INFO] - [E:232| 800]: Train Loss:0.00093463, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:09:22,463 - wikidata12k_both - [INFO] - [E:232| 900]: Train Loss:0.00093448, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:11:32,817 - wikidata12k_both - [INFO] - [E:232| 1000]: Train Loss:0.00093437, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:13:42,026 - wikidata12k_both - [INFO] - [E:232| 1100]: Train Loss:0.00093397, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:15:52,572 - wikidata12k_both - [INFO] - [E:232| 1200]: Train Loss:0.00093375, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:18:00,575 - wikidata12k_both - [INFO] - [E:232| 1300]: Train Loss:0.00093411, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:20:10,721 - wikidata12k_both - [INFO] - [E:232| 1400]: Train Loss:0.00093443, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:22:19,950 - wikidata12k_both - [INFO] - [E:232| 1500]: Train Loss:0.00093451, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:24:30,252 - wikidata12k_both - [INFO] - [E:232| 1600]: Train Loss:0.00093435, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:25:54,714 - wikidata12k_both - [INFO] - [Epoch:232]: Training Loss:0.0009346 + +2023-06-09 05:25:55,178 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 05:26:40,373 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 05:26:54,244 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 05:27:39,730 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 05:27:53,246 - wikidata12k_both - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.52696, Head : 0.36364, Avg : 0.4453 + +2023-06-09 05:27:53,246 - wikidata12k_both - [INFO] - [Epoch 232]: Training Loss: 0.00093462, Valid MRR: 0.45611, + + + +2023-06-09 05:27:54,532 - wikidata12k_both - [INFO] - [E:233| 0]: Train Loss:0.00092737, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:30:03,938 - wikidata12k_both - [INFO] - [E:233| 100]: Train Loss:0.00093468, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:32:14,523 - wikidata12k_both - [INFO] - [E:233| 200]: Train Loss:0.00093378, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:34:23,975 - wikidata12k_both - [INFO] - [E:233| 300]: Train Loss:0.00093448, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:36:33,963 - wikidata12k_both - [INFO] - [E:233| 400]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:38:43,591 - wikidata12k_both - [INFO] - [E:233| 500]: Train Loss:0.00093392, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:40:53,709 - wikidata12k_both - [INFO] - [E:233| 600]: Train Loss:0.00093372, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:43:03,371 - wikidata12k_both - [INFO] - [E:233| 700]: Train Loss:0.00093436, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:45:12,955 - wikidata12k_both - [INFO] - [E:233| 800]: Train Loss:0.00093434, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:47:23,718 - wikidata12k_both - [INFO] - [E:233| 900]: Train Loss:0.00093465, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:49:31,862 - wikidata12k_both - [INFO] - [E:233| 1000]: Train Loss:0.00093427, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:51:41,834 - wikidata12k_both - [INFO] - [E:233| 1100]: Train Loss:0.00093396, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:53:51,382 - wikidata12k_both - [INFO] - [E:233| 1200]: Train Loss:0.00093406, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:56:02,160 - wikidata12k_both - [INFO] - [E:233| 1300]: Train Loss:0.00093389, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:57:32,906 - wikidata12k_both - [INFO] - [E:233| 1400]: Train Loss:0.00093377, Val MRR:0.45611, wikidata12k_both +2023-06-09 05:58:56,902 - wikidata12k_both - [INFO] - [E:233| 1500]: Train Loss:0.00093388, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:00:21,223 - wikidata12k_both - [INFO] - [E:233| 1600]: Train Loss:0.00093403, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:01:16,212 - wikidata12k_both - [INFO] - [Epoch:233]: Training Loss:0.0009342 + +2023-06-09 06:01:16,532 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 06:01:45,111 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 06:01:53,885 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 06:02:22,928 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 06:02:31,351 - wikidata12k_both - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.52014, Head : 0.36767, Avg : 0.4439 + +2023-06-09 06:02:31,351 - wikidata12k_both - [INFO] - [Epoch 233]: Training Loss: 0.00093415, Valid MRR: 0.45611, + + + +2023-06-09 06:02:32,215 - wikidata12k_both - [INFO] - [E:234| 0]: Train Loss:0.00092669, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:03:58,003 - wikidata12k_both - [INFO] - [E:234| 100]: Train Loss:0.00093637, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:06:08,637 - wikidata12k_both - [INFO] - [E:234| 200]: Train Loss:0.00093374, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:08:18,157 - wikidata12k_both - [INFO] - [E:234| 300]: Train Loss:0.00093459, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:10:28,096 - wikidata12k_both - [INFO] - [E:234| 400]: Train Loss:0.00093436, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:12:37,770 - wikidata12k_both - [INFO] - [E:234| 500]: Train Loss:0.00093424, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:14:48,295 - wikidata12k_both - [INFO] - [E:234| 600]: Train Loss:0.00093384, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:16:58,255 - wikidata12k_both - [INFO] - [E:234| 700]: Train Loss:0.00093341, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:19:07,756 - wikidata12k_both - [INFO] - [E:234| 800]: Train Loss:0.00093327, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:21:17,416 - wikidata12k_both - [INFO] - [E:234| 900]: Train Loss:0.00093324, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:23:27,708 - wikidata12k_both - [INFO] - [E:234| 1000]: Train Loss:0.00093355, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:25:37,327 - wikidata12k_both - [INFO] - [E:234| 1100]: Train Loss:0.00093347, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:27:47,544 - wikidata12k_both - [INFO] - [E:234| 1200]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:29:57,373 - wikidata12k_both - [INFO] - [E:234| 1300]: Train Loss:0.00093382, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:32:06,491 - wikidata12k_both - [INFO] - [E:234| 1400]: Train Loss:0.0009338, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:34:15,659 - wikidata12k_both - [INFO] - [E:234| 1500]: Train Loss:0.00093397, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:36:25,764 - wikidata12k_both - [INFO] - [E:234| 1600]: Train Loss:0.00093407, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:37:51,255 - wikidata12k_both - [INFO] - [Epoch:234]: Training Loss:0.000934 + +2023-06-09 06:37:51,714 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 06:38:36,797 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 06:38:50,684 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 06:39:36,088 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 06:39:49,579 - wikidata12k_both - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.52251, Head : 0.36219, Avg : 0.44235 + +2023-06-09 06:39:49,579 - wikidata12k_both - [INFO] - [Epoch 234]: Training Loss: 0.00093401, Valid MRR: 0.45611, + + + +2023-06-09 06:39:50,880 - wikidata12k_both - [INFO] - [E:235| 0]: Train Loss:0.00091457, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:42:00,982 - wikidata12k_both - [INFO] - [E:235| 100]: Train Loss:0.0009323, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:44:10,679 - wikidata12k_both - [INFO] - [E:235| 200]: Train Loss:0.00093356, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:46:20,976 - wikidata12k_both - [INFO] - [E:235| 300]: Train Loss:0.00093242, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:48:29,528 - wikidata12k_both - [INFO] - [E:235| 400]: Train Loss:0.00093216, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:50:40,301 - wikidata12k_both - [INFO] - [E:235| 500]: Train Loss:0.00093231, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:52:49,794 - wikidata12k_both - [INFO] - [E:235| 600]: Train Loss:0.00093294, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:55:00,591 - wikidata12k_both - [INFO] - [E:235| 700]: Train Loss:0.00093316, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:57:10,007 - wikidata12k_both - [INFO] - [E:235| 800]: Train Loss:0.00093358, Val MRR:0.45611, wikidata12k_both +2023-06-09 06:59:19,823 - wikidata12k_both - [INFO] - [E:235| 900]: Train Loss:0.00093351, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:01:29,746 - wikidata12k_both - [INFO] - [E:235| 1000]: Train Loss:0.00093399, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:03:39,200 - wikidata12k_both - [INFO] - [E:235| 1100]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:05:49,768 - wikidata12k_both - [INFO] - [E:235| 1200]: Train Loss:0.00093375, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:07:59,129 - wikidata12k_both - [INFO] - [E:235| 1300]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:10:09,361 - wikidata12k_both - [INFO] - [E:235| 1400]: Train Loss:0.00093359, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:12:18,439 - wikidata12k_both - [INFO] - [E:235| 1500]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:14:28,706 - wikidata12k_both - [INFO] - [E:235| 1600]: Train Loss:0.00093362, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:15:52,833 - wikidata12k_both - [INFO] - [Epoch:235]: Training Loss:0.0009336 + +2023-06-09 07:15:53,302 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 07:16:38,774 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 07:16:52,626 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 07:17:38,348 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 07:17:51,809 - wikidata12k_both - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.51923, Head : 0.38044, Avg : 0.44983 + +2023-06-09 07:17:51,810 - wikidata12k_both - [INFO] - [Epoch 235]: Training Loss: 0.00093362, Valid MRR: 0.45611, + + + +2023-06-09 07:17:53,150 - wikidata12k_both - [INFO] - [E:236| 0]: Train Loss:0.00094368, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:20:01,743 - wikidata12k_both - [INFO] - [E:236| 100]: Train Loss:0.00093157, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:22:12,154 - wikidata12k_both - [INFO] - [E:236| 200]: Train Loss:0.00093199, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:24:21,808 - wikidata12k_both - [INFO] - [E:236| 300]: Train Loss:0.00093137, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:26:31,829 - wikidata12k_both - [INFO] - [E:236| 400]: Train Loss:0.00093212, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:28:40,988 - wikidata12k_both - [INFO] - [E:236| 500]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:30:51,268 - wikidata12k_both - [INFO] - [E:236| 600]: Train Loss:0.00093245, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:33:00,917 - wikidata12k_both - [INFO] - [E:236| 700]: Train Loss:0.00093299, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:35:10,130 - wikidata12k_both - [INFO] - [E:236| 800]: Train Loss:0.00093367, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:37:20,276 - wikidata12k_both - [INFO] - [E:236| 900]: Train Loss:0.00093349, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:39:27,521 - wikidata12k_both - [INFO] - [E:236| 1000]: Train Loss:0.00093344, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:40:51,873 - wikidata12k_both - [INFO] - [E:236| 1100]: Train Loss:0.00093339, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:42:15,785 - wikidata12k_both - [INFO] - [E:236| 1200]: Train Loss:0.00093333, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:43:40,201 - wikidata12k_both - [INFO] - [E:236| 1300]: Train Loss:0.0009333, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:45:04,541 - wikidata12k_both - [INFO] - [E:236| 1400]: Train Loss:0.00093336, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:46:29,334 - wikidata12k_both - [INFO] - [E:236| 1500]: Train Loss:0.00093329, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:48:24,777 - wikidata12k_both - [INFO] - [E:236| 1600]: Train Loss:0.00093335, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:49:49,685 - wikidata12k_both - [INFO] - [Epoch:236]: Training Loss:0.0009335 + +2023-06-09 07:49:50,151 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 07:50:35,446 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 07:50:49,192 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 07:51:34,938 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 07:51:48,357 - wikidata12k_both - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.52681, Head : 0.37116, Avg : 0.44899 + +2023-06-09 07:51:48,357 - wikidata12k_both - [INFO] - [Epoch 236]: Training Loss: 0.00093353, Valid MRR: 0.45611, + + + +2023-06-09 07:51:49,644 - wikidata12k_both - [INFO] - [E:237| 0]: Train Loss:0.00091246, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:53:59,087 - wikidata12k_both - [INFO] - [E:237| 100]: Train Loss:0.00093211, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:56:09,208 - wikidata12k_both - [INFO] - [E:237| 200]: Train Loss:0.00093257, Val MRR:0.45611, wikidata12k_both +2023-06-09 07:58:19,250 - wikidata12k_both - [INFO] - [E:237| 300]: Train Loss:0.00093333, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:00:29,803 - wikidata12k_both - [INFO] - [E:237| 400]: Train Loss:0.00093349, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:02:39,662 - wikidata12k_both - [INFO] - [E:237| 500]: Train Loss:0.00093343, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:04:48,549 - wikidata12k_both - [INFO] - [E:237| 600]: Train Loss:0.0009334, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:06:58,553 - wikidata12k_both - [INFO] - [E:237| 700]: Train Loss:0.00093319, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:09:08,762 - wikidata12k_both - [INFO] - [E:237| 800]: Train Loss:0.00093369, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:11:17,996 - wikidata12k_both - [INFO] - [E:237| 900]: Train Loss:0.00093344, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:13:28,659 - wikidata12k_both - [INFO] - [E:237| 1000]: Train Loss:0.00093358, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:15:38,623 - wikidata12k_both - [INFO] - [E:237| 1100]: Train Loss:0.00093332, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:17:49,264 - wikidata12k_both - [INFO] - [E:237| 1200]: Train Loss:0.00093312, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:19:58,153 - wikidata12k_both - [INFO] - [E:237| 1300]: Train Loss:0.00093333, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:22:07,914 - wikidata12k_both - [INFO] - [E:237| 1400]: Train Loss:0.00093344, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:24:18,510 - wikidata12k_both - [INFO] - [E:237| 1500]: Train Loss:0.00093355, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:26:28,487 - wikidata12k_both - [INFO] - [E:237| 1600]: Train Loss:0.00093349, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:27:53,500 - wikidata12k_both - [INFO] - [Epoch:237]: Training Loss:0.0009335 + +2023-06-09 08:27:53,953 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 08:28:39,363 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 08:28:53,282 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 08:29:38,904 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 08:29:52,456 - wikidata12k_both - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.52465, Head : 0.3592, Avg : 0.44192 + +2023-06-09 08:29:52,456 - wikidata12k_both - [INFO] - [Epoch 237]: Training Loss: 0.00093352, Valid MRR: 0.45611, + + + +2023-06-09 08:29:53,782 - wikidata12k_both - [INFO] - [E:238| 0]: Train Loss:0.00091754, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:32:03,988 - wikidata12k_both - [INFO] - [E:238| 100]: Train Loss:0.00093378, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:34:13,464 - wikidata12k_both - [INFO] - [E:238| 200]: Train Loss:0.00093417, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:36:23,907 - wikidata12k_both - [INFO] - [E:238| 300]: Train Loss:0.00093484, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:38:33,484 - wikidata12k_both - [INFO] - [E:238| 400]: Train Loss:0.00093456, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:40:43,898 - wikidata12k_both - [INFO] - [E:238| 500]: Train Loss:0.00093343, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:42:53,561 - wikidata12k_both - [INFO] - [E:238| 600]: Train Loss:0.00093393, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:45:04,092 - wikidata12k_both - [INFO] - [E:238| 700]: Train Loss:0.00093371, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:47:14,031 - wikidata12k_both - [INFO] - [E:238| 800]: Train Loss:0.00093371, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:49:23,742 - wikidata12k_both - [INFO] - [E:238| 900]: Train Loss:0.00093372, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:51:32,724 - wikidata12k_both - [INFO] - [E:238| 1000]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:53:43,027 - wikidata12k_both - [INFO] - [E:238| 1100]: Train Loss:0.00093356, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:55:53,041 - wikidata12k_both - [INFO] - [E:238| 1200]: Train Loss:0.00093321, Val MRR:0.45611, wikidata12k_both +2023-06-09 08:58:02,764 - wikidata12k_both - [INFO] - [E:238| 1300]: Train Loss:0.0009331, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:00:12,926 - wikidata12k_both - [INFO] - [E:238| 1400]: Train Loss:0.00093346, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:02:22,890 - wikidata12k_both - [INFO] - [E:238| 1500]: Train Loss:0.00093365, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:04:32,644 - wikidata12k_both - [INFO] - [E:238| 1600]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:05:56,616 - wikidata12k_both - [INFO] - [Epoch:238]: Training Loss:0.0009336 + +2023-06-09 09:05:57,085 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 09:06:42,342 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 09:06:56,206 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 09:07:41,665 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 09:07:55,137 - wikidata12k_both - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.52307, Head : 0.37696, Avg : 0.45001 + +2023-06-09 09:07:55,137 - wikidata12k_both - [INFO] - [Epoch 238]: Training Loss: 0.00093361, Valid MRR: 0.45611, + + + +2023-06-09 09:07:56,475 - wikidata12k_both - [INFO] - [E:239| 0]: Train Loss:0.00091821, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:10:05,489 - wikidata12k_both - [INFO] - [E:239| 100]: Train Loss:0.00093402, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:12:16,139 - wikidata12k_both - [INFO] - [E:239| 200]: Train Loss:0.00093398, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:14:26,075 - wikidata12k_both - [INFO] - [E:239| 300]: Train Loss:0.00093497, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:16:36,374 - wikidata12k_both - [INFO] - [E:239| 400]: Train Loss:0.00093491, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:18:46,148 - wikidata12k_both - [INFO] - [E:239| 500]: Train Loss:0.00093452, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:20:54,980 - wikidata12k_both - [INFO] - [E:239| 600]: Train Loss:0.00093452, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:22:49,881 - wikidata12k_both - [INFO] - [E:239| 700]: Train Loss:0.00093456, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:24:14,086 - wikidata12k_both - [INFO] - [E:239| 800]: Train Loss:0.00093443, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:25:38,395 - wikidata12k_both - [INFO] - [E:239| 900]: Train Loss:0.00093367, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:27:02,317 - wikidata12k_both - [INFO] - [E:239| 1000]: Train Loss:0.00093389, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:28:26,381 - wikidata12k_both - [INFO] - [E:239| 1100]: Train Loss:0.00093337, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:29:50,657 - wikidata12k_both - [INFO] - [E:239| 1200]: Train Loss:0.00093364, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:31:58,374 - wikidata12k_both - [INFO] - [E:239| 1300]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:34:07,412 - wikidata12k_both - [INFO] - [E:239| 1400]: Train Loss:0.00093371, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:36:17,079 - wikidata12k_both - [INFO] - [E:239| 1500]: Train Loss:0.00093369, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:38:26,223 - wikidata12k_both - [INFO] - [E:239| 1600]: Train Loss:0.00093351, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:39:51,793 - wikidata12k_both - [INFO] - [Epoch:239]: Training Loss:0.0009336 + +2023-06-09 09:39:52,261 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 09:40:37,571 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 09:40:51,531 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 09:41:37,118 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 09:41:50,528 - wikidata12k_both - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.5222, Head : 0.3537, Avg : 0.43795 + MR: Tail : 842.57, Head : 852.51, Avg : 847.54 + Hit-1: Tail : 0.44407, Head : 0.24606, Avg : 0.34506 + Hit-3: Tail : 0.56599, Head : 0.41097, Avg : 0.48848 + Hit-10: Tail : 0.66469, Head : 0.57964, Avg : 0.62216 +2023-06-09 09:41:50,528 - wikidata12k_both - [INFO] - [Epoch 239]: Training Loss: 0.00093363, Valid MRR: 0.45611, + + + +2023-06-09 09:41:51,802 - wikidata12k_both - [INFO] - [E:240| 0]: Train Loss:0.00092261, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:44:02,120 - wikidata12k_both - [INFO] - [E:240| 100]: Train Loss:0.00093142, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:46:11,306 - wikidata12k_both - [INFO] - [E:240| 200]: Train Loss:0.00093043, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:48:14,985 - wikidata12k_both - [INFO] - [E:240| 300]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:50:16,716 - wikidata12k_both - [INFO] - [E:240| 400]: Train Loss:0.00093149, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:52:19,653 - wikidata12k_both - [INFO] - [E:240| 500]: Train Loss:0.00093226, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:54:24,471 - wikidata12k_both - [INFO] - [E:240| 600]: Train Loss:0.00093187, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:56:27,829 - wikidata12k_both - [INFO] - [E:240| 700]: Train Loss:0.00093162, Val MRR:0.45611, wikidata12k_both +2023-06-09 09:58:28,382 - wikidata12k_both - [INFO] - [E:240| 800]: Train Loss:0.00093194, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:00:33,507 - wikidata12k_both - [INFO] - [E:240| 900]: Train Loss:0.00093184, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:02:34,126 - wikidata12k_both - [INFO] - [E:240| 1000]: Train Loss:0.00093198, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:04:33,253 - wikidata12k_both - [INFO] - [E:240| 1100]: Train Loss:0.00093205, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:06:33,166 - wikidata12k_both - [INFO] - [E:240| 1200]: Train Loss:0.0009323, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:08:32,411 - wikidata12k_both - [INFO] - [E:240| 1300]: Train Loss:0.00093277, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:10:40,244 - wikidata12k_both - [INFO] - [E:240| 1400]: Train Loss:0.00093256, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:12:49,771 - wikidata12k_both - [INFO] - [E:240| 1500]: Train Loss:0.00093286, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:15:00,397 - wikidata12k_both - [INFO] - [E:240| 1600]: Train Loss:0.0009331, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:16:25,139 - wikidata12k_both - [INFO] - [Epoch:240]: Training Loss:0.0009332 + +2023-06-09 10:16:25,607 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 10:17:10,921 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 10:17:24,829 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 10:18:10,474 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 10:18:23,858 - wikidata12k_both - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.52369, Head : 0.36639, Avg : 0.44504 + +2023-06-09 10:18:23,858 - wikidata12k_both - [INFO] - [Epoch 240]: Training Loss: 0.00093324, Valid MRR: 0.45611, + + + +2023-06-09 10:18:25,167 - wikidata12k_both - [INFO] - [E:241| 0]: Train Loss:0.00093814, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:20:33,595 - wikidata12k_both - [INFO] - [E:241| 100]: Train Loss:0.00093176, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:22:43,130 - wikidata12k_both - [INFO] - [E:241| 200]: Train Loss:0.00093398, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:24:47,656 - wikidata12k_both - [INFO] - [E:241| 300]: Train Loss:0.00093447, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:26:47,693 - wikidata12k_both - [INFO] - [E:241| 400]: Train Loss:0.00093338, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:28:50,197 - wikidata12k_both - [INFO] - [E:241| 500]: Train Loss:0.00093262, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:30:53,421 - wikidata12k_both - [INFO] - [E:241| 600]: Train Loss:0.00093236, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:32:56,111 - wikidata12k_both - [INFO] - [E:241| 700]: Train Loss:0.00093274, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:34:58,772 - wikidata12k_both - [INFO] - [E:241| 800]: Train Loss:0.00093266, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:37:02,545 - wikidata12k_both - [INFO] - [E:241| 900]: Train Loss:0.00093256, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:39:12,960 - wikidata12k_both - [INFO] - [E:241| 1000]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:41:23,003 - wikidata12k_both - [INFO] - [E:241| 1100]: Train Loss:0.00093254, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:43:32,421 - wikidata12k_both - [INFO] - [E:241| 1200]: Train Loss:0.00093262, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:45:42,941 - wikidata12k_both - [INFO] - [E:241| 1300]: Train Loss:0.00093276, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:47:52,270 - wikidata12k_both - [INFO] - [E:241| 1400]: Train Loss:0.00093285, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:50:01,098 - wikidata12k_both - [INFO] - [E:241| 1500]: Train Loss:0.00093296, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:52:11,060 - wikidata12k_both - [INFO] - [E:241| 1600]: Train Loss:0.00093287, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:53:35,750 - wikidata12k_both - [INFO] - [Epoch:241]: Training Loss:0.0009329 + +2023-06-09 10:53:36,205 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 10:54:21,720 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 10:54:35,460 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 10:55:20,925 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 10:55:34,393 - wikidata12k_both - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.52207, Head : 0.32151, Avg : 0.42179 + +2023-06-09 10:55:34,393 - wikidata12k_both - [INFO] - [Epoch 241]: Training Loss: 0.00093294, Valid MRR: 0.45611, + + + +2023-06-09 10:55:35,651 - wikidata12k_both - [INFO] - [E:242| 0]: Train Loss:0.00096418, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:57:46,084 - wikidata12k_both - [INFO] - [E:242| 100]: Train Loss:0.00093321, Val MRR:0.45611, wikidata12k_both +2023-06-09 10:59:55,886 - wikidata12k_both - [INFO] - [E:242| 200]: Train Loss:0.00093217, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:02:06,206 - wikidata12k_both - [INFO] - [E:242| 300]: Train Loss:0.0009325, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:04:14,870 - wikidata12k_both - [INFO] - [E:242| 400]: Train Loss:0.00093341, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:06:24,334 - wikidata12k_both - [INFO] - [E:242| 500]: Train Loss:0.00093352, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:08:09,754 - wikidata12k_both - [INFO] - [E:242| 600]: Train Loss:0.00093374, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:09:33,590 - wikidata12k_both - [INFO] - [E:242| 700]: Train Loss:0.00093363, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:10:57,606 - wikidata12k_both - [INFO] - [E:242| 800]: Train Loss:0.00093332, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:12:21,379 - wikidata12k_both - [INFO] - [E:242| 900]: Train Loss:0.00093376, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:13:45,618 - wikidata12k_both - [INFO] - [E:242| 1000]: Train Loss:0.0009336, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:15:15,881 - wikidata12k_both - [INFO] - [E:242| 1100]: Train Loss:0.00093343, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:17:25,759 - wikidata12k_both - [INFO] - [E:242| 1200]: Train Loss:0.00093352, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:19:34,269 - wikidata12k_both - [INFO] - [E:242| 1300]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:21:43,961 - wikidata12k_both - [INFO] - [E:242| 1400]: Train Loss:0.0009334, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:23:54,476 - wikidata12k_both - [INFO] - [E:242| 1500]: Train Loss:0.00093336, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:26:03,678 - wikidata12k_both - [INFO] - [E:242| 1600]: Train Loss:0.0009332, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:27:29,223 - wikidata12k_both - [INFO] - [Epoch:242]: Training Loss:0.0009333 + +2023-06-09 11:27:29,689 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 11:28:14,824 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 11:28:28,627 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 11:29:14,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 11:29:27,631 - wikidata12k_both - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.52116, Head : 0.30505, Avg : 0.41311 + +2023-06-09 11:29:27,631 - wikidata12k_both - [INFO] - [Epoch 242]: Training Loss: 0.0009333, Valid MRR: 0.45611, + + + +2023-06-09 11:29:28,939 - wikidata12k_both - [INFO] - [E:243| 0]: Train Loss:0.00095525, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:31:38,498 - wikidata12k_both - [INFO] - [E:243| 100]: Train Loss:0.00093422, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:33:47,696 - wikidata12k_both - [INFO] - [E:243| 200]: Train Loss:0.00093196, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:35:56,482 - wikidata12k_both - [INFO] - [E:243| 300]: Train Loss:0.00093178, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:38:06,575 - wikidata12k_both - [INFO] - [E:243| 400]: Train Loss:0.00093168, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:40:16,921 - wikidata12k_both - [INFO] - [E:243| 500]: Train Loss:0.00093186, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:42:26,356 - wikidata12k_both - [INFO] - [E:243| 600]: Train Loss:0.00093118, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:44:35,928 - wikidata12k_both - [INFO] - [E:243| 700]: Train Loss:0.00093192, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:46:45,304 - wikidata12k_both - [INFO] - [E:243| 800]: Train Loss:0.00093217, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:48:55,112 - wikidata12k_both - [INFO] - [E:243| 900]: Train Loss:0.00093233, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:51:03,752 - wikidata12k_both - [INFO] - [E:243| 1000]: Train Loss:0.00093235, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:53:13,724 - wikidata12k_both - [INFO] - [E:243| 1100]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:55:22,154 - wikidata12k_both - [INFO] - [E:243| 1200]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:57:32,229 - wikidata12k_both - [INFO] - [E:243| 1300]: Train Loss:0.00093249, Val MRR:0.45611, wikidata12k_both +2023-06-09 11:59:42,514 - wikidata12k_both - [INFO] - [E:243| 1400]: Train Loss:0.0009329, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:01:51,923 - wikidata12k_both - [INFO] - [E:243| 1500]: Train Loss:0.00093292, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:04:01,608 - wikidata12k_both - [INFO] - [E:243| 1600]: Train Loss:0.00093308, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:05:25,233 - wikidata12k_both - [INFO] - [Epoch:243]: Training Loss:0.0009332 + +2023-06-09 12:05:25,692 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 12:06:10,820 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 12:06:24,743 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 12:07:10,348 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 12:07:23,750 - wikidata12k_both - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.52279, Head : 0.29337, Avg : 0.40808 + +2023-06-09 12:07:23,750 - wikidata12k_both - [INFO] - [Epoch 243]: Training Loss: 0.00093322, Valid MRR: 0.45611, + + + +2023-06-09 12:07:25,016 - wikidata12k_both - [INFO] - [E:244| 0]: Train Loss:0.00091261, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:09:35,287 - wikidata12k_both - [INFO] - [E:244| 100]: Train Loss:0.00093338, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:11:45,015 - wikidata12k_both - [INFO] - [E:244| 200]: Train Loss:0.00093263, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:13:54,689 - wikidata12k_both - [INFO] - [E:244| 300]: Train Loss:0.00093169, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:16:05,070 - wikidata12k_both - [INFO] - [E:244| 400]: Train Loss:0.00093267, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:18:14,771 - wikidata12k_both - [INFO] - [E:244| 500]: Train Loss:0.00093256, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:20:23,887 - wikidata12k_both - [INFO] - [E:244| 600]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:22:33,722 - wikidata12k_both - [INFO] - [E:244| 700]: Train Loss:0.00093217, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:24:44,071 - wikidata12k_both - [INFO] - [E:244| 800]: Train Loss:0.00093204, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:26:53,657 - wikidata12k_both - [INFO] - [E:244| 900]: Train Loss:0.00093223, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:29:04,238 - wikidata12k_both - [INFO] - [E:244| 1000]: Train Loss:0.00093222, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:31:14,022 - wikidata12k_both - [INFO] - [E:244| 1100]: Train Loss:0.00093214, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:33:23,798 - wikidata12k_both - [INFO] - [E:244| 1200]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:35:31,867 - wikidata12k_both - [INFO] - [E:244| 1300]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:37:41,683 - wikidata12k_both - [INFO] - [E:244| 1400]: Train Loss:0.00093283, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:39:51,510 - wikidata12k_both - [INFO] - [E:244| 1500]: Train Loss:0.00093291, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:42:01,479 - wikidata12k_both - [INFO] - [E:244| 1600]: Train Loss:0.00093274, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:43:26,469 - wikidata12k_both - [INFO] - [Epoch:244]: Training Loss:0.000933 + +2023-06-09 12:43:26,919 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 12:44:12,145 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 12:44:25,860 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 12:45:11,313 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 12:45:24,795 - wikidata12k_both - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.52267, Head : 0.31531, Avg : 0.41899 + +2023-06-09 12:45:24,795 - wikidata12k_both - [INFO] - [Epoch 244]: Training Loss: 0.00093297, Valid MRR: 0.45611, + + + +2023-06-09 12:45:26,105 - wikidata12k_both - [INFO] - [E:245| 0]: Train Loss:0.00095353, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:47:35,582 - wikidata12k_both - [INFO] - [E:245| 100]: Train Loss:0.00093499, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:49:45,190 - wikidata12k_both - [INFO] - [E:245| 200]: Train Loss:0.00093279, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:51:23,636 - wikidata12k_both - [INFO] - [E:245| 300]: Train Loss:0.00093278, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:52:47,566 - wikidata12k_both - [INFO] - [E:245| 400]: Train Loss:0.00093326, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:54:11,516 - wikidata12k_both - [INFO] - [E:245| 500]: Train Loss:0.00093337, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:55:35,795 - wikidata12k_both - [INFO] - [E:245| 600]: Train Loss:0.00093316, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:56:59,967 - wikidata12k_both - [INFO] - [E:245| 700]: Train Loss:0.00093329, Val MRR:0.45611, wikidata12k_both +2023-06-09 12:58:36,935 - wikidata12k_both - [INFO] - [E:245| 800]: Train Loss:0.00093291, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:00:46,531 - wikidata12k_both - [INFO] - [E:245| 900]: Train Loss:0.00093289, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:02:56,486 - wikidata12k_both - [INFO] - [E:245| 1000]: Train Loss:0.00093296, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:05:05,856 - wikidata12k_both - [INFO] - [E:245| 1100]: Train Loss:0.00093303, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:07:16,243 - wikidata12k_both - [INFO] - [E:245| 1200]: Train Loss:0.00093292, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:09:25,775 - wikidata12k_both - [INFO] - [E:245| 1300]: Train Loss:0.00093286, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:11:35,832 - wikidata12k_both - [INFO] - [E:245| 1400]: Train Loss:0.00093281, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:13:45,081 - wikidata12k_both - [INFO] - [E:245| 1500]: Train Loss:0.0009327, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:15:54,736 - wikidata12k_both - [INFO] - [E:245| 1600]: Train Loss:0.00093285, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:17:18,814 - wikidata12k_both - [INFO] - [Epoch:245]: Training Loss:0.0009328 + +2023-06-09 13:17:19,268 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 13:18:04,551 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 13:18:18,458 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 13:19:04,044 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 13:19:17,491 - wikidata12k_both - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.52635, Head : 0.35042, Avg : 0.43839 + +2023-06-09 13:19:17,491 - wikidata12k_both - [INFO] - [Epoch 245]: Training Loss: 0.00093278, Valid MRR: 0.45611, + + + +2023-06-09 13:19:18,751 - wikidata12k_both - [INFO] - [E:246| 0]: Train Loss:0.00091032, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:21:27,965 - wikidata12k_both - [INFO] - [E:246| 100]: Train Loss:0.00093092, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:23:38,000 - wikidata12k_both - [INFO] - [E:246| 200]: Train Loss:0.00093252, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:25:46,837 - wikidata12k_both - [INFO] - [E:246| 300]: Train Loss:0.00093362, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:27:56,435 - wikidata12k_both - [INFO] - [E:246| 400]: Train Loss:0.00093335, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:30:05,938 - wikidata12k_both - [INFO] - [E:246| 500]: Train Loss:0.00093253, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:32:15,035 - wikidata12k_both - [INFO] - [E:246| 600]: Train Loss:0.00093191, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:34:24,807 - wikidata12k_both - [INFO] - [E:246| 700]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:36:32,662 - wikidata12k_both - [INFO] - [E:246| 800]: Train Loss:0.00093181, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:38:42,631 - wikidata12k_both - [INFO] - [E:246| 900]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:40:52,248 - wikidata12k_both - [INFO] - [E:246| 1000]: Train Loss:0.00093187, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:43:02,254 - wikidata12k_both - [INFO] - [E:246| 1100]: Train Loss:0.00093202, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:45:11,480 - wikidata12k_both - [INFO] - [E:246| 1200]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:47:22,031 - wikidata12k_both - [INFO] - [E:246| 1300]: Train Loss:0.00093241, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:49:31,323 - wikidata12k_both - [INFO] - [E:246| 1400]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:51:40,406 - wikidata12k_both - [INFO] - [E:246| 1500]: Train Loss:0.00093255, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:53:49,689 - wikidata12k_both - [INFO] - [E:246| 1600]: Train Loss:0.00093264, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:55:15,166 - wikidata12k_both - [INFO] - [Epoch:246]: Training Loss:0.0009328 + +2023-06-09 13:55:15,633 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 13:56:00,926 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 13:56:14,746 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 13:57:00,391 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 13:57:13,832 - wikidata12k_both - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.52098, Head : 0.372, Avg : 0.44649 + +2023-06-09 13:57:13,832 - wikidata12k_both - [INFO] - [Epoch 246]: Training Loss: 0.00093284, Valid MRR: 0.45611, + + + +2023-06-09 13:57:15,124 - wikidata12k_both - [INFO] - [E:247| 0]: Train Loss:0.00093174, Val MRR:0.45611, wikidata12k_both +2023-06-09 13:59:25,791 - wikidata12k_both - [INFO] - [E:247| 100]: Train Loss:0.00093382, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:01:35,157 - wikidata12k_both - [INFO] - [E:247| 200]: Train Loss:0.0009331, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:03:45,250 - wikidata12k_both - [INFO] - [E:247| 300]: Train Loss:0.00093235, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:05:52,994 - wikidata12k_both - [INFO] - [E:247| 400]: Train Loss:0.00093226, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:08:03,186 - wikidata12k_both - [INFO] - [E:247| 500]: Train Loss:0.00093205, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:10:13,162 - wikidata12k_both - [INFO] - [E:247| 600]: Train Loss:0.00093161, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:12:22,455 - wikidata12k_both - [INFO] - [E:247| 700]: Train Loss:0.00093114, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:14:32,328 - wikidata12k_both - [INFO] - [E:247| 800]: Train Loss:0.00093141, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:16:41,546 - wikidata12k_both - [INFO] - [E:247| 900]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:18:51,472 - wikidata12k_both - [INFO] - [E:247| 1000]: Train Loss:0.00093173, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:21:00,137 - wikidata12k_both - [INFO] - [E:247| 1100]: Train Loss:0.00093216, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:23:09,584 - wikidata12k_both - [INFO] - [E:247| 1200]: Train Loss:0.00093225, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:25:18,727 - wikidata12k_both - [INFO] - [E:247| 1300]: Train Loss:0.00093243, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:27:28,444 - wikidata12k_both - [INFO] - [E:247| 1400]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:29:38,321 - wikidata12k_both - [INFO] - [E:247| 1500]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:31:48,227 - wikidata12k_both - [INFO] - [E:247| 1600]: Train Loss:0.00093269, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:33:12,428 - wikidata12k_both - [INFO] - [Epoch:247]: Training Loss:0.0009329 + +2023-06-09 14:33:12,882 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 14:33:46,665 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 14:33:55,423 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 14:34:24,490 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 14:34:33,060 - wikidata12k_both - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.51734, Head : 0.29394, Avg : 0.40564 + +2023-06-09 14:34:33,061 - wikidata12k_both - [INFO] - [Epoch 247]: Training Loss: 0.00093287, Valid MRR: 0.45611, + + + +2023-06-09 14:34:33,919 - wikidata12k_both - [INFO] - [E:248| 0]: Train Loss:0.00093478, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:35:58,535 - wikidata12k_both - [INFO] - [E:248| 100]: Train Loss:0.00093198, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:37:22,428 - wikidata12k_both - [INFO] - [E:248| 200]: Train Loss:0.00093223, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:38:46,193 - wikidata12k_both - [INFO] - [E:248| 300]: Train Loss:0.00093215, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:40:10,448 - wikidata12k_both - [INFO] - [E:248| 400]: Train Loss:0.00093236, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:41:53,600 - wikidata12k_both - [INFO] - [E:248| 500]: Train Loss:0.00093263, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:44:03,083 - wikidata12k_both - [INFO] - [E:248| 600]: Train Loss:0.00093241, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:46:13,015 - wikidata12k_both - [INFO] - [E:248| 700]: Train Loss:0.00093261, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:48:21,984 - wikidata12k_both - [INFO] - [E:248| 800]: Train Loss:0.00093242, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:50:30,830 - wikidata12k_both - [INFO] - [E:248| 900]: Train Loss:0.00093225, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:52:39,670 - wikidata12k_both - [INFO] - [E:248| 1000]: Train Loss:0.00093259, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:54:49,602 - wikidata12k_both - [INFO] - [E:248| 1100]: Train Loss:0.00093263, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:56:59,007 - wikidata12k_both - [INFO] - [E:248| 1200]: Train Loss:0.00093294, Val MRR:0.45611, wikidata12k_both +2023-06-09 14:59:08,885 - wikidata12k_both - [INFO] - [E:248| 1300]: Train Loss:0.00093315, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:01:18,791 - wikidata12k_both - [INFO] - [E:248| 1400]: Train Loss:0.00093328, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:03:28,133 - wikidata12k_both - [INFO] - [E:248| 1500]: Train Loss:0.00093317, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:05:37,507 - wikidata12k_both - [INFO] - [E:248| 1600]: Train Loss:0.00093308, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:07:01,520 - wikidata12k_both - [INFO] - [Epoch:248]: Training Loss:0.0009331 + +2023-06-09 15:07:01,964 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 15:07:47,184 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 15:08:00,984 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 15:08:46,711 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 15:09:00,136 - wikidata12k_both - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.51749, Head : 0.38849, Avg : 0.45299 + +2023-06-09 15:09:00,136 - wikidata12k_both - [INFO] - [Epoch 248]: Training Loss: 0.00093305, Valid MRR: 0.45611, + + + +2023-06-09 15:09:01,419 - wikidata12k_both - [INFO] - [E:249| 0]: Train Loss:0.0009087, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:11:10,682 - wikidata12k_both - [INFO] - [E:249| 100]: Train Loss:0.00092719, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:13:21,119 - wikidata12k_both - [INFO] - [E:249| 200]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:15:30,102 - wikidata12k_both - [INFO] - [E:249| 300]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:17:40,472 - wikidata12k_both - [INFO] - [E:249| 400]: Train Loss:0.00093071, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:19:49,526 - wikidata12k_both - [INFO] - [E:249| 500]: Train Loss:0.00093117, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:21:58,596 - wikidata12k_both - [INFO] - [E:249| 600]: Train Loss:0.00093156, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:24:07,949 - wikidata12k_both - [INFO] - [E:249| 700]: Train Loss:0.00093162, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:26:18,536 - wikidata12k_both - [INFO] - [E:249| 800]: Train Loss:0.0009316, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:28:27,811 - wikidata12k_both - [INFO] - [E:249| 900]: Train Loss:0.00093146, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:30:38,430 - wikidata12k_both - [INFO] - [E:249| 1000]: Train Loss:0.0009314, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:32:47,732 - wikidata12k_both - [INFO] - [E:249| 1100]: Train Loss:0.00093161, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:34:57,633 - wikidata12k_both - [INFO] - [E:249| 1200]: Train Loss:0.00093194, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:37:05,801 - wikidata12k_both - [INFO] - [E:249| 1300]: Train Loss:0.00093206, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:39:15,398 - wikidata12k_both - [INFO] - [E:249| 1400]: Train Loss:0.00093221, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:41:26,123 - wikidata12k_both - [INFO] - [E:249| 1500]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:43:35,534 - wikidata12k_both - [INFO] - [E:249| 1600]: Train Loss:0.00093244, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:45:00,294 - wikidata12k_both - [INFO] - [Epoch:249]: Training Loss:0.0009324 + +2023-06-09 15:45:00,759 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 15:45:45,691 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 15:45:59,320 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 15:46:44,845 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 15:46:58,202 - wikidata12k_both - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.52049, Head : 0.35189, Avg : 0.43619 + MR: Tail : 836.56, Head : 853.77, Avg : 845.16 + Hit-1: Tail : 0.44059, Head : 0.24074, Avg : 0.34067 + Hit-3: Tail : 0.56635, Head : 0.41845, Avg : 0.4924 + Hit-10: Tail : 0.66565, Head : 0.57329, Avg : 0.61947 +2023-06-09 15:46:58,202 - wikidata12k_both - [INFO] - [Epoch 249]: Training Loss: 0.00093244, Valid MRR: 0.45611, + + + +2023-06-09 15:46:59,503 - wikidata12k_both - [INFO] - [E:250| 0]: Train Loss:0.00091353, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:49:08,853 - wikidata12k_both - [INFO] - [E:250| 100]: Train Loss:0.00093166, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:51:17,449 - wikidata12k_both - [INFO] - [E:250| 200]: Train Loss:0.00093028, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:53:27,845 - wikidata12k_both - [INFO] - [E:250| 300]: Train Loss:0.00093124, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:55:37,273 - wikidata12k_both - [INFO] - [E:250| 400]: Train Loss:0.00093147, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:57:47,312 - wikidata12k_both - [INFO] - [E:250| 500]: Train Loss:0.00093133, Val MRR:0.45611, wikidata12k_both +2023-06-09 15:59:56,087 - wikidata12k_both - [INFO] - [E:250| 600]: Train Loss:0.0009317, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:02:06,484 - wikidata12k_both - [INFO] - [E:250| 700]: Train Loss:0.00093196, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:04:15,593 - wikidata12k_both - [INFO] - [E:250| 800]: Train Loss:0.00093216, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:06:24,375 - wikidata12k_both - [INFO] - [E:250| 900]: Train Loss:0.00093263, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:08:33,829 - wikidata12k_both - [INFO] - [E:250| 1000]: Train Loss:0.0009323, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:10:42,611 - wikidata12k_both - [INFO] - [E:250| 1100]: Train Loss:0.00093219, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:12:52,222 - wikidata12k_both - [INFO] - [E:250| 1200]: Train Loss:0.00093236, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:15:01,536 - wikidata12k_both - [INFO] - [E:250| 1300]: Train Loss:0.00093241, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:16:56,005 - wikidata12k_both - [INFO] - [E:250| 1400]: Train Loss:0.00093243, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:18:19,992 - wikidata12k_both - [INFO] - [E:250| 1500]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:19:44,157 - wikidata12k_both - [INFO] - [E:250| 1600]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:20:39,179 - wikidata12k_both - [INFO] - [Epoch:250]: Training Loss:0.0009325 + +2023-06-09 16:20:39,496 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 16:21:08,257 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 16:21:16,920 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 16:21:46,016 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 16:21:54,681 - wikidata12k_both - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.52093, Head : 0.29613, Avg : 0.40853 + +2023-06-09 16:21:54,681 - wikidata12k_both - [INFO] - [Epoch 250]: Training Loss: 0.00093246, Valid MRR: 0.45611, + + + +2023-06-09 16:21:55,562 - wikidata12k_both - [INFO] - [E:251| 0]: Train Loss:0.00093809, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:23:19,874 - wikidata12k_both - [INFO] - [E:251| 100]: Train Loss:0.00093499, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:25:07,815 - wikidata12k_both - [INFO] - [E:251| 200]: Train Loss:0.00093314, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:27:17,687 - wikidata12k_both - [INFO] - [E:251| 300]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:29:27,231 - wikidata12k_both - [INFO] - [E:251| 400]: Train Loss:0.00093244, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:31:36,943 - wikidata12k_both - [INFO] - [E:251| 500]: Train Loss:0.0009329, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:33:46,135 - wikidata12k_both - [INFO] - [E:251| 600]: Train Loss:0.00093285, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:35:55,576 - wikidata12k_both - [INFO] - [E:251| 700]: Train Loss:0.00093299, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:38:04,873 - wikidata12k_both - [INFO] - [E:251| 800]: Train Loss:0.00093333, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:40:15,069 - wikidata12k_both - [INFO] - [E:251| 900]: Train Loss:0.00093295, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:42:25,085 - wikidata12k_both - [INFO] - [E:251| 1000]: Train Loss:0.00093289, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:44:34,649 - wikidata12k_both - [INFO] - [E:251| 1100]: Train Loss:0.00093289, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:46:44,415 - wikidata12k_both - [INFO] - [E:251| 1200]: Train Loss:0.00093304, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:48:55,043 - wikidata12k_both - [INFO] - [E:251| 1300]: Train Loss:0.00093294, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:51:03,213 - wikidata12k_both - [INFO] - [E:251| 1400]: Train Loss:0.00093292, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:53:12,858 - wikidata12k_both - [INFO] - [E:251| 1500]: Train Loss:0.00093288, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:55:22,601 - wikidata12k_both - [INFO] - [E:251| 1600]: Train Loss:0.00093283, Val MRR:0.45611, wikidata12k_both +2023-06-09 16:56:46,699 - wikidata12k_both - [INFO] - [Epoch:251]: Training Loss:0.0009327 + +2023-06-09 16:56:47,134 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 16:57:32,484 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 16:57:46,215 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 16:58:31,766 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 16:58:45,220 - wikidata12k_both - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.52052, Head : 0.3664, Avg : 0.44346 + +2023-06-09 16:58:45,221 - wikidata12k_both - [INFO] - [Epoch 251]: Training Loss: 0.00093274, Valid MRR: 0.45611, + + + +2023-06-09 16:58:46,509 - wikidata12k_both - [INFO] - [E:252| 0]: Train Loss:0.00091689, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:00:56,389 - wikidata12k_both - [INFO] - [E:252| 100]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:03:05,812 - wikidata12k_both - [INFO] - [E:252| 200]: Train Loss:0.00093203, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:05:16,060 - wikidata12k_both - [INFO] - [E:252| 300]: Train Loss:0.00093409, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:07:24,646 - wikidata12k_both - [INFO] - [E:252| 400]: Train Loss:0.00093345, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:09:34,489 - wikidata12k_both - [INFO] - [E:252| 500]: Train Loss:0.00093357, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:11:44,085 - wikidata12k_both - [INFO] - [E:252| 600]: Train Loss:0.00093291, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:13:53,165 - wikidata12k_both - [INFO] - [E:252| 700]: Train Loss:0.00093319, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:16:03,016 - wikidata12k_both - [INFO] - [E:252| 800]: Train Loss:0.00093323, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:18:12,543 - wikidata12k_both - [INFO] - [E:252| 900]: Train Loss:0.00093342, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:20:22,746 - wikidata12k_both - [INFO] - [E:252| 1000]: Train Loss:0.00093331, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:22:31,660 - wikidata12k_both - [INFO] - [E:252| 1100]: Train Loss:0.00093306, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:24:41,905 - wikidata12k_both - [INFO] - [E:252| 1200]: Train Loss:0.00093295, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:26:50,761 - wikidata12k_both - [INFO] - [E:252| 1300]: Train Loss:0.00093266, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:29:01,267 - wikidata12k_both - [INFO] - [E:252| 1400]: Train Loss:0.00093264, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:31:10,726 - wikidata12k_both - [INFO] - [E:252| 1500]: Train Loss:0.00093261, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:33:21,327 - wikidata12k_both - [INFO] - [E:252| 1600]: Train Loss:0.0009328, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:34:46,187 - wikidata12k_both - [INFO] - [Epoch:252]: Training Loss:0.0009328 + +2023-06-09 17:34:46,654 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 17:35:31,770 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 17:35:45,684 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 17:36:31,114 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 17:36:44,523 - wikidata12k_both - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.52892, Head : 0.35585, Avg : 0.44238 + +2023-06-09 17:36:44,523 - wikidata12k_both - [INFO] - [Epoch 252]: Training Loss: 0.00093283, Valid MRR: 0.45611, + + + +2023-06-09 17:36:45,814 - wikidata12k_both - [INFO] - [E:253| 0]: Train Loss:0.00091809, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:38:54,132 - wikidata12k_both - [INFO] - [E:253| 100]: Train Loss:0.00093435, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:41:04,588 - wikidata12k_both - [INFO] - [E:253| 200]: Train Loss:0.00093367, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:43:14,034 - wikidata12k_both - [INFO] - [E:253| 300]: Train Loss:0.00093424, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:45:24,331 - wikidata12k_both - [INFO] - [E:253| 400]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:47:33,066 - wikidata12k_both - [INFO] - [E:253| 500]: Train Loss:0.00093315, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:49:43,073 - wikidata12k_both - [INFO] - [E:253| 600]: Train Loss:0.0009335, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:51:52,445 - wikidata12k_both - [INFO] - [E:253| 700]: Train Loss:0.00093332, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:54:01,575 - wikidata12k_both - [INFO] - [E:253| 800]: Train Loss:0.00093331, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:56:12,033 - wikidata12k_both - [INFO] - [E:253| 900]: Train Loss:0.00093293, Val MRR:0.45611, wikidata12k_both +2023-06-09 17:58:20,814 - wikidata12k_both - [INFO] - [E:253| 1000]: Train Loss:0.00093293, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:00:09,245 - wikidata12k_both - [INFO] - [E:253| 1100]: Train Loss:0.00093268, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:01:33,142 - wikidata12k_both - [INFO] - [E:253| 1200]: Train Loss:0.00093274, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:02:57,013 - wikidata12k_both - [INFO] - [E:253| 1300]: Train Loss:0.0009328, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:04:20,811 - wikidata12k_both - [INFO] - [E:253| 1400]: Train Loss:0.0009328, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:05:45,119 - wikidata12k_both - [INFO] - [E:253| 1500]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:07:13,198 - wikidata12k_both - [INFO] - [E:253| 1600]: Train Loss:0.00093248, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:08:37,551 - wikidata12k_both - [INFO] - [Epoch:253]: Training Loss:0.0009324 + +2023-06-09 18:08:38,019 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 18:09:23,198 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 18:09:37,010 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 18:10:22,517 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 18:10:36,034 - wikidata12k_both - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.52603, Head : 0.29577, Avg : 0.4109 + +2023-06-09 18:10:36,035 - wikidata12k_both - [INFO] - [Epoch 253]: Training Loss: 0.00093239, Valid MRR: 0.45611, + + + +2023-06-09 18:10:37,324 - wikidata12k_both - [INFO] - [E:254| 0]: Train Loss:0.00092373, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:12:47,169 - wikidata12k_both - [INFO] - [E:254| 100]: Train Loss:0.00093011, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:14:57,510 - wikidata12k_both - [INFO] - [E:254| 200]: Train Loss:0.00093339, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:17:06,780 - wikidata12k_both - [INFO] - [E:254| 300]: Train Loss:0.00093303, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:19:17,246 - wikidata12k_both - [INFO] - [E:254| 400]: Train Loss:0.00093302, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:21:26,311 - wikidata12k_both - [INFO] - [E:254| 500]: Train Loss:0.00093257, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:23:35,990 - wikidata12k_both - [INFO] - [E:254| 600]: Train Loss:0.00093293, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:25:45,231 - wikidata12k_both - [INFO] - [E:254| 700]: Train Loss:0.000933, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:27:55,224 - wikidata12k_both - [INFO] - [E:254| 800]: Train Loss:0.00093242, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:30:05,257 - wikidata12k_both - [INFO] - [E:254| 900]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:32:14,485 - wikidata12k_both - [INFO] - [E:254| 1000]: Train Loss:0.00093273, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:34:24,619 - wikidata12k_both - [INFO] - [E:254| 1100]: Train Loss:0.00093289, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:36:33,914 - wikidata12k_both - [INFO] - [E:254| 1200]: Train Loss:0.00093281, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:38:43,646 - wikidata12k_both - [INFO] - [E:254| 1300]: Train Loss:0.00093253, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:40:52,409 - wikidata12k_both - [INFO] - [E:254| 1400]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:43:02,666 - wikidata12k_both - [INFO] - [E:254| 1500]: Train Loss:0.00093237, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:45:11,559 - wikidata12k_both - [INFO] - [E:254| 1600]: Train Loss:0.00093227, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:46:36,490 - wikidata12k_both - [INFO] - [Epoch:254]: Training Loss:0.0009323 + +2023-06-09 18:46:36,952 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 18:47:22,213 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 18:47:36,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 18:48:21,527 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 18:48:35,000 - wikidata12k_both - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.52407, Head : 0.28031, Avg : 0.40219 + +2023-06-09 18:48:35,001 - wikidata12k_both - [INFO] - [Epoch 254]: Training Loss: 0.00093229, Valid MRR: 0.45611, + + + +2023-06-09 18:48:36,293 - wikidata12k_both - [INFO] - [E:255| 0]: Train Loss:0.00092702, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:50:45,659 - wikidata12k_both - [INFO] - [E:255| 100]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:52:54,633 - wikidata12k_both - [INFO] - [E:255| 200]: Train Loss:0.00093111, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:55:04,682 - wikidata12k_both - [INFO] - [E:255| 300]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:57:13,944 - wikidata12k_both - [INFO] - [E:255| 400]: Train Loss:0.00093079, Val MRR:0.45611, wikidata12k_both +2023-06-09 18:59:23,656 - wikidata12k_both - [INFO] - [E:255| 500]: Train Loss:0.00093134, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:01:33,485 - wikidata12k_both - [INFO] - [E:255| 600]: Train Loss:0.00093164, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:03:43,573 - wikidata12k_both - [INFO] - [E:255| 700]: Train Loss:0.00093144, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:05:52,762 - wikidata12k_both - [INFO] - [E:255| 800]: Train Loss:0.00093147, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:08:00,968 - wikidata12k_both - [INFO] - [E:255| 900]: Train Loss:0.00093154, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:10:10,812 - wikidata12k_both - [INFO] - [E:255| 1000]: Train Loss:0.00093146, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:12:20,294 - wikidata12k_both - [INFO] - [E:255| 1100]: Train Loss:0.00093181, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:14:30,582 - wikidata12k_both - [INFO] - [E:255| 1200]: Train Loss:0.00093179, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:16:39,616 - wikidata12k_both - [INFO] - [E:255| 1300]: Train Loss:0.00093168, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:18:50,213 - wikidata12k_both - [INFO] - [E:255| 1400]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:20:59,686 - wikidata12k_both - [INFO] - [E:255| 1500]: Train Loss:0.00093221, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:23:08,236 - wikidata12k_both - [INFO] - [E:255| 1600]: Train Loss:0.0009322, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:24:32,953 - wikidata12k_both - [INFO] - [Epoch:255]: Training Loss:0.0009321 + +2023-06-09 19:24:33,400 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 19:25:18,620 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 19:25:32,522 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 19:26:18,059 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 19:26:31,489 - wikidata12k_both - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.52392, Head : 0.37445, Avg : 0.44918 + +2023-06-09 19:26:31,489 - wikidata12k_both - [INFO] - [Epoch 255]: Training Loss: 0.00093213, Valid MRR: 0.45611, + + + +2023-06-09 19:26:32,789 - wikidata12k_both - [INFO] - [E:256| 0]: Train Loss:0.00098547, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:28:42,147 - wikidata12k_both - [INFO] - [E:256| 100]: Train Loss:0.00093156, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:30:52,404 - wikidata12k_both - [INFO] - [E:256| 200]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:33:01,924 - wikidata12k_both - [INFO] - [E:256| 300]: Train Loss:0.00093208, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:35:12,156 - wikidata12k_both - [INFO] - [E:256| 400]: Train Loss:0.00093349, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:37:21,253 - wikidata12k_both - [INFO] - [E:256| 500]: Train Loss:0.00093392, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:39:30,559 - wikidata12k_both - [INFO] - [E:256| 600]: Train Loss:0.00093307, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:41:39,540 - wikidata12k_both - [INFO] - [E:256| 700]: Train Loss:0.00093243, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:43:22,433 - wikidata12k_both - [INFO] - [E:256| 800]: Train Loss:0.00093213, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:44:46,623 - wikidata12k_both - [INFO] - [E:256| 900]: Train Loss:0.00093257, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:46:10,514 - wikidata12k_both - [INFO] - [E:256| 1000]: Train Loss:0.00093267, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:47:34,804 - wikidata12k_both - [INFO] - [E:256| 1100]: Train Loss:0.00093252, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:48:58,849 - wikidata12k_both - [INFO] - [E:256| 1200]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:50:32,111 - wikidata12k_both - [INFO] - [E:256| 1300]: Train Loss:0.00093215, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:52:40,884 - wikidata12k_both - [INFO] - [E:256| 1400]: Train Loss:0.00093209, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:54:50,295 - wikidata12k_both - [INFO] - [E:256| 1500]: Train Loss:0.0009321, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:57:00,351 - wikidata12k_both - [INFO] - [E:256| 1600]: Train Loss:0.00093219, Val MRR:0.45611, wikidata12k_both +2023-06-09 19:58:25,462 - wikidata12k_both - [INFO] - [Epoch:256]: Training Loss:0.0009322 + +2023-06-09 19:58:25,932 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 19:59:11,163 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 19:59:24,877 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 20:00:10,323 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 20:00:23,804 - wikidata12k_both - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.52397, Head : 0.29645, Avg : 0.41021 + +2023-06-09 20:00:23,804 - wikidata12k_both - [INFO] - [Epoch 256]: Training Loss: 0.00093225, Valid MRR: 0.45611, + + + +2023-06-09 20:00:25,122 - wikidata12k_both - [INFO] - [E:257| 0]: Train Loss:0.00092128, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:02:34,455 - wikidata12k_both - [INFO] - [E:257| 100]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:04:44,488 - wikidata12k_both - [INFO] - [E:257| 200]: Train Loss:0.00093168, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:06:52,915 - wikidata12k_both - [INFO] - [E:257| 300]: Train Loss:0.00093134, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:09:02,262 - wikidata12k_both - [INFO] - [E:257| 400]: Train Loss:0.00093141, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:11:12,021 - wikidata12k_both - [INFO] - [E:257| 500]: Train Loss:0.00093113, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:13:20,655 - wikidata12k_both - [INFO] - [E:257| 600]: Train Loss:0.00093163, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:15:28,694 - wikidata12k_both - [INFO] - [E:257| 700]: Train Loss:0.00093206, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:17:38,113 - wikidata12k_both - [INFO] - [E:257| 800]: Train Loss:0.00093222, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:19:45,991 - wikidata12k_both - [INFO] - [E:257| 900]: Train Loss:0.0009321, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:21:54,197 - wikidata12k_both - [INFO] - [E:257| 1000]: Train Loss:0.00093202, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:24:02,606 - wikidata12k_both - [INFO] - [E:257| 1100]: Train Loss:0.00093197, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:26:11,653 - wikidata12k_both - [INFO] - [E:257| 1200]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:28:19,891 - wikidata12k_both - [INFO] - [E:257| 1300]: Train Loss:0.00093249, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:30:29,672 - wikidata12k_both - [INFO] - [E:257| 1400]: Train Loss:0.00093217, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:32:38,279 - wikidata12k_both - [INFO] - [E:257| 1500]: Train Loss:0.00093202, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:34:46,656 - wikidata12k_both - [INFO] - [E:257| 1600]: Train Loss:0.00093212, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:36:10,308 - wikidata12k_both - [INFO] - [Epoch:257]: Training Loss:0.000932 + +2023-06-09 20:36:10,763 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 20:36:55,307 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 20:37:09,105 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 20:37:54,104 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 20:38:07,416 - wikidata12k_both - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.52578, Head : 0.37785, Avg : 0.45181 + +2023-06-09 20:38:07,416 - wikidata12k_both - [INFO] - [Epoch 257]: Training Loss: 0.00093203, Valid MRR: 0.45611, + + + +2023-06-09 20:38:08,696 - wikidata12k_both - [INFO] - [E:258| 0]: Train Loss:0.00092677, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:40:17,011 - wikidata12k_both - [INFO] - [E:258| 100]: Train Loss:0.00093088, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:42:25,412 - wikidata12k_both - [INFO] - [E:258| 200]: Train Loss:0.0009306, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:44:33,583 - wikidata12k_both - [INFO] - [E:258| 300]: Train Loss:0.00093247, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:46:41,799 - wikidata12k_both - [INFO] - [E:258| 400]: Train Loss:0.00093252, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:48:50,008 - wikidata12k_both - [INFO] - [E:258| 500]: Train Loss:0.000932, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:50:58,459 - wikidata12k_both - [INFO] - [E:258| 600]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:53:06,500 - wikidata12k_both - [INFO] - [E:258| 700]: Train Loss:0.00093185, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:55:15,379 - wikidata12k_both - [INFO] - [E:258| 800]: Train Loss:0.00093167, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:57:24,889 - wikidata12k_both - [INFO] - [E:258| 900]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both +2023-06-09 20:59:34,627 - wikidata12k_both - [INFO] - [E:258| 1000]: Train Loss:0.00093164, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:01:42,987 - wikidata12k_both - [INFO] - [E:258| 1100]: Train Loss:0.00093164, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:03:51,115 - wikidata12k_both - [INFO] - [E:258| 1200]: Train Loss:0.00093142, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:05:59,552 - wikidata12k_both - [INFO] - [E:258| 1300]: Train Loss:0.00093167, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:08:07,400 - wikidata12k_both - [INFO] - [E:258| 1400]: Train Loss:0.00093176, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:10:15,957 - wikidata12k_both - [INFO] - [E:258| 1500]: Train Loss:0.00093176, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:12:23,678 - wikidata12k_both - [INFO] - [E:258| 1600]: Train Loss:0.00093195, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:13:47,576 - wikidata12k_both - [INFO] - [Epoch:258]: Training Loss:0.000932 + +2023-06-09 21:13:48,037 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 21:14:32,908 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 21:14:46,511 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 21:15:31,558 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 21:15:44,850 - wikidata12k_both - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.52301, Head : 0.38049, Avg : 0.45175 + +2023-06-09 21:15:44,850 - wikidata12k_both - [INFO] - [Epoch 258]: Training Loss: 0.00093203, Valid MRR: 0.45611, + + + +2023-06-09 21:15:46,121 - wikidata12k_both - [INFO] - [E:259| 0]: Train Loss:0.0009306, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:17:54,681 - wikidata12k_both - [INFO] - [E:259| 100]: Train Loss:0.00093126, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:20:03,512 - wikidata12k_both - [INFO] - [E:259| 200]: Train Loss:0.00093087, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:22:13,527 - wikidata12k_both - [INFO] - [E:259| 300]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:24:21,012 - wikidata12k_both - [INFO] - [E:259| 400]: Train Loss:0.00093138, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:26:15,983 - wikidata12k_both - [INFO] - [E:259| 500]: Train Loss:0.00093161, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:27:43,030 - wikidata12k_both - [INFO] - [E:259| 600]: Train Loss:0.00093131, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:29:09,498 - wikidata12k_both - [INFO] - [E:259| 700]: Train Loss:0.00093138, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:30:36,706 - wikidata12k_both - [INFO] - [E:259| 800]: Train Loss:0.00093158, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:32:03,307 - wikidata12k_both - [INFO] - [E:259| 900]: Train Loss:0.00093134, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:33:52,848 - wikidata12k_both - [INFO] - [E:259| 1000]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:35:59,280 - wikidata12k_both - [INFO] - [E:259| 1100]: Train Loss:0.00093185, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:38:05,901 - wikidata12k_both - [INFO] - [E:259| 1200]: Train Loss:0.00093203, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:40:12,313 - wikidata12k_both - [INFO] - [E:259| 1300]: Train Loss:0.00093199, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:42:18,980 - wikidata12k_both - [INFO] - [E:259| 1400]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:44:25,438 - wikidata12k_both - [INFO] - [E:259| 1500]: Train Loss:0.00093204, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:46:32,417 - wikidata12k_both - [INFO] - [E:259| 1600]: Train Loss:0.00093199, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:47:54,934 - wikidata12k_both - [INFO] - [Epoch:259]: Training Loss:0.0009319 + +2023-06-09 21:47:55,395 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 21:48:39,993 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 21:48:53,781 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 21:49:38,914 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 21:49:52,232 - wikidata12k_both - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.52095, Head : 0.30843, Avg : 0.41469 + MR: Tail : 842.77, Head : 865.8, Avg : 854.29 + Hit-1: Tail : 0.4385, Head : 0.1904, Avg : 0.31445 + Hit-3: Tail : 0.5703, Head : 0.35039, Avg : 0.46035 + Hit-10: Tail : 0.66433, Head : 0.57443, Avg : 0.61938 +2023-06-09 21:49:52,233 - wikidata12k_both - [INFO] - [Epoch 259]: Training Loss: 0.00093193, Valid MRR: 0.45611, + + + +2023-06-09 21:49:53,526 - wikidata12k_both - [INFO] - [E:260| 0]: Train Loss:0.00092506, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:52:00,260 - wikidata12k_both - [INFO] - [E:260| 100]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:54:06,922 - wikidata12k_both - [INFO] - [E:260| 200]: Train Loss:0.00092977, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:56:13,572 - wikidata12k_both - [INFO] - [E:260| 300]: Train Loss:0.00092896, Val MRR:0.45611, wikidata12k_both +2023-06-09 21:58:20,356 - wikidata12k_both - [INFO] - [E:260| 400]: Train Loss:0.00092964, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:00:26,821 - wikidata12k_both - [INFO] - [E:260| 500]: Train Loss:0.00093025, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:02:33,098 - wikidata12k_both - [INFO] - [E:260| 600]: Train Loss:0.00093033, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:04:39,509 - wikidata12k_both - [INFO] - [E:260| 700]: Train Loss:0.0009308, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:06:46,388 - wikidata12k_both - [INFO] - [E:260| 800]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:08:53,237 - wikidata12k_both - [INFO] - [E:260| 900]: Train Loss:0.00093065, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:11:00,008 - wikidata12k_both - [INFO] - [E:260| 1000]: Train Loss:0.00093097, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:13:06,593 - wikidata12k_both - [INFO] - [E:260| 1100]: Train Loss:0.00093139, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:15:13,129 - wikidata12k_both - [INFO] - [E:260| 1200]: Train Loss:0.00093166, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:17:19,946 - wikidata12k_both - [INFO] - [E:260| 1300]: Train Loss:0.00093148, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:19:26,782 - wikidata12k_both - [INFO] - [E:260| 1400]: Train Loss:0.00093158, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:21:33,450 - wikidata12k_both - [INFO] - [E:260| 1500]: Train Loss:0.00093176, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:23:40,132 - wikidata12k_both - [INFO] - [E:260| 1600]: Train Loss:0.00093179, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:25:02,882 - wikidata12k_both - [INFO] - [Epoch:260]: Training Loss:0.0009317 + +2023-06-09 22:25:03,349 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 22:25:47,993 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 22:26:01,696 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 22:26:46,741 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 22:26:59,993 - wikidata12k_both - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.52611, Head : 0.34651, Avg : 0.43631 + +2023-06-09 22:26:59,993 - wikidata12k_both - [INFO] - [Epoch 260]: Training Loss: 0.00093172, Valid MRR: 0.45611, + + + +2023-06-09 22:27:01,284 - wikidata12k_both - [INFO] - [E:261| 0]: Train Loss:0.00092205, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:29:07,760 - wikidata12k_both - [INFO] - [E:261| 100]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:31:14,253 - wikidata12k_both - [INFO] - [E:261| 200]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:33:21,007 - wikidata12k_both - [INFO] - [E:261| 300]: Train Loss:0.0009302, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:35:28,009 - wikidata12k_both - [INFO] - [E:261| 400]: Train Loss:0.00093152, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:37:35,322 - wikidata12k_both - [INFO] - [E:261| 500]: Train Loss:0.00093186, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:39:42,985 - wikidata12k_both - [INFO] - [E:261| 600]: Train Loss:0.00093131, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:41:50,787 - wikidata12k_both - [INFO] - [E:261| 700]: Train Loss:0.00093086, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:43:57,101 - wikidata12k_both - [INFO] - [E:261| 800]: Train Loss:0.00093104, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:46:03,805 - wikidata12k_both - [INFO] - [E:261| 900]: Train Loss:0.00093147, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:48:10,351 - wikidata12k_both - [INFO] - [E:261| 1000]: Train Loss:0.00093125, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:50:17,207 - wikidata12k_both - [INFO] - [E:261| 1100]: Train Loss:0.00093128, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:52:23,776 - wikidata12k_both - [INFO] - [E:261| 1200]: Train Loss:0.00093142, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:54:30,585 - wikidata12k_both - [INFO] - [E:261| 1300]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:56:37,294 - wikidata12k_both - [INFO] - [E:261| 1400]: Train Loss:0.00093154, Val MRR:0.45611, wikidata12k_both +2023-06-09 22:58:44,139 - wikidata12k_both - [INFO] - [E:261| 1500]: Train Loss:0.00093171, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:00:43,412 - wikidata12k_both - [INFO] - [E:261| 1600]: Train Loss:0.00093179, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:01:40,210 - wikidata12k_both - [INFO] - [Epoch:261]: Training Loss:0.0009319 + +2023-06-09 23:01:40,528 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 23:02:10,278 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 23:02:19,224 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 23:02:49,063 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 23:02:57,959 - wikidata12k_both - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.52214, Head : 0.30572, Avg : 0.41393 + +2023-06-09 23:02:57,959 - wikidata12k_both - [INFO] - [Epoch 261]: Training Loss: 0.00093191, Valid MRR: 0.45611, + + + +2023-06-09 23:02:58,848 - wikidata12k_both - [INFO] - [E:262| 0]: Train Loss:0.00094057, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:04:25,896 - wikidata12k_both - [INFO] - [E:262| 100]: Train Loss:0.00093447, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:05:53,213 - wikidata12k_both - [INFO] - [E:262| 200]: Train Loss:0.00093203, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:07:18,945 - wikidata12k_both - [INFO] - [E:262| 300]: Train Loss:0.00093183, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:08:23,113 - wikidata12k_both - [INFO] - [E:262| 400]: Train Loss:0.00093179, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:09:27,332 - wikidata12k_both - [INFO] - [E:262| 500]: Train Loss:0.00093164, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:10:31,503 - wikidata12k_both - [INFO] - [E:262| 600]: Train Loss:0.00093124, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:11:35,686 - wikidata12k_both - [INFO] - [E:262| 700]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:12:39,831 - wikidata12k_both - [INFO] - [E:262| 800]: Train Loss:0.00093115, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:13:44,041 - wikidata12k_both - [INFO] - [E:262| 900]: Train Loss:0.00093106, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:14:48,186 - wikidata12k_both - [INFO] - [E:262| 1000]: Train Loss:0.00093106, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:15:52,389 - wikidata12k_both - [INFO] - [E:262| 1100]: Train Loss:0.00093116, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:16:56,621 - wikidata12k_both - [INFO] - [E:262| 1200]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:18:00,857 - wikidata12k_both - [INFO] - [E:262| 1300]: Train Loss:0.00093096, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:19:05,126 - wikidata12k_both - [INFO] - [E:262| 1400]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:20:09,336 - wikidata12k_both - [INFO] - [E:262| 1500]: Train Loss:0.00093091, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:21:13,505 - wikidata12k_both - [INFO] - [E:262| 1600]: Train Loss:0.00093125, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:21:55,457 - wikidata12k_both - [INFO] - [Epoch:262]: Training Loss:0.0009316 + +2023-06-09 23:21:55,678 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 23:22:17,451 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 23:22:24,094 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 23:22:46,026 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 23:22:52,509 - wikidata12k_both - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.52461, Head : 0.35404, Avg : 0.43933 + +2023-06-09 23:22:52,509 - wikidata12k_both - [INFO] - [Epoch 262]: Training Loss: 0.00093156, Valid MRR: 0.45611, + + + +2023-06-09 23:22:53,167 - wikidata12k_both - [INFO] - [E:263| 0]: Train Loss:0.00095902, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:23:57,465 - wikidata12k_both - [INFO] - [E:263| 100]: Train Loss:0.00092931, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:25:01,852 - wikidata12k_both - [INFO] - [E:263| 200]: Train Loss:0.00093153, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:26:06,025 - wikidata12k_both - [INFO] - [E:263| 300]: Train Loss:0.00093201, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:27:10,240 - wikidata12k_both - [INFO] - [E:263| 400]: Train Loss:0.00093091, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:28:14,672 - wikidata12k_both - [INFO] - [E:263| 500]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:29:19,002 - wikidata12k_both - [INFO] - [E:263| 600]: Train Loss:0.00093063, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:30:23,304 - wikidata12k_both - [INFO] - [E:263| 700]: Train Loss:0.00093092, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:31:27,622 - wikidata12k_both - [INFO] - [E:263| 800]: Train Loss:0.00093087, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:32:31,975 - wikidata12k_both - [INFO] - [E:263| 900]: Train Loss:0.00093101, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:33:36,342 - wikidata12k_both - [INFO] - [E:263| 1000]: Train Loss:0.00093088, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:34:40,633 - wikidata12k_both - [INFO] - [E:263| 1100]: Train Loss:0.00093118, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:35:44,931 - wikidata12k_both - [INFO] - [E:263| 1200]: Train Loss:0.00093112, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:36:49,356 - wikidata12k_both - [INFO] - [E:263| 1300]: Train Loss:0.00093125, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:37:53,585 - wikidata12k_both - [INFO] - [E:263| 1400]: Train Loss:0.0009313, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:38:57,805 - wikidata12k_both - [INFO] - [E:263| 1500]: Train Loss:0.00093144, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:40:02,069 - wikidata12k_both - [INFO] - [E:263| 1600]: Train Loss:0.00093153, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:40:44,041 - wikidata12k_both - [INFO] - [Epoch:263]: Training Loss:0.0009314 + +2023-06-09 23:40:44,262 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 23:41:05,971 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-09 23:41:12,606 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-09 23:41:34,516 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-09 23:41:40,991 - wikidata12k_both - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.52435, Head : 0.38166, Avg : 0.453 + +2023-06-09 23:41:40,992 - wikidata12k_both - [INFO] - [Epoch 263]: Training Loss: 0.00093138, Valid MRR: 0.45611, + + + +2023-06-09 23:41:41,648 - wikidata12k_both - [INFO] - [E:264| 0]: Train Loss:0.00091514, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:42:45,931 - wikidata12k_both - [INFO] - [E:264| 100]: Train Loss:0.00092991, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:43:50,157 - wikidata12k_both - [INFO] - [E:264| 200]: Train Loss:0.00092985, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:44:54,456 - wikidata12k_both - [INFO] - [E:264| 300]: Train Loss:0.00093116, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:45:58,756 - wikidata12k_both - [INFO] - [E:264| 400]: Train Loss:0.0009312, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:47:02,971 - wikidata12k_both - [INFO] - [E:264| 500]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:48:07,205 - wikidata12k_both - [INFO] - [E:264| 600]: Train Loss:0.0009312, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:49:11,462 - wikidata12k_both - [INFO] - [E:264| 700]: Train Loss:0.00093127, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:50:15,717 - wikidata12k_both - [INFO] - [E:264| 800]: Train Loss:0.00093113, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:51:19,945 - wikidata12k_both - [INFO] - [E:264| 900]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:52:24,324 - wikidata12k_both - [INFO] - [E:264| 1000]: Train Loss:0.00093105, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:53:28,659 - wikidata12k_both - [INFO] - [E:264| 1100]: Train Loss:0.00093101, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:54:32,950 - wikidata12k_both - [INFO] - [E:264| 1200]: Train Loss:0.00093127, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:55:37,160 - wikidata12k_both - [INFO] - [E:264| 1300]: Train Loss:0.00093158, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:56:41,439 - wikidata12k_both - [INFO] - [E:264| 1400]: Train Loss:0.00093172, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:57:45,771 - wikidata12k_both - [INFO] - [E:264| 1500]: Train Loss:0.00093188, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:58:50,078 - wikidata12k_both - [INFO] - [E:264| 1600]: Train Loss:0.00093169, Val MRR:0.45611, wikidata12k_both +2023-06-09 23:59:32,078 - wikidata12k_both - [INFO] - [Epoch:264]: Training Loss:0.0009316 + +2023-06-09 23:59:32,299 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-09 23:59:54,052 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 00:00:00,689 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 00:00:22,605 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 00:00:29,108 - wikidata12k_both - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.52336, Head : 0.37882, Avg : 0.45109 + +2023-06-10 00:00:29,109 - wikidata12k_both - [INFO] - [Epoch 264]: Training Loss: 0.00093164, Valid MRR: 0.45611, + + + +2023-06-10 00:00:29,765 - wikidata12k_both - [INFO] - [E:265| 0]: Train Loss:0.00094418, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:01:34,043 - wikidata12k_both - [INFO] - [E:265| 100]: Train Loss:0.00093416, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:02:38,245 - wikidata12k_both - [INFO] - [E:265| 200]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:03:42,557 - wikidata12k_both - [INFO] - [E:265| 300]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:04:46,921 - wikidata12k_both - [INFO] - [E:265| 400]: Train Loss:0.00093097, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:05:51,192 - wikidata12k_both - [INFO] - [E:265| 500]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:06:55,499 - wikidata12k_both - [INFO] - [E:265| 600]: Train Loss:0.00093103, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:07:59,812 - wikidata12k_both - [INFO] - [E:265| 700]: Train Loss:0.00093124, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:09:04,131 - wikidata12k_both - [INFO] - [E:265| 800]: Train Loss:0.00093169, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:10:08,497 - wikidata12k_both - [INFO] - [E:265| 900]: Train Loss:0.00093177, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:11:12,841 - wikidata12k_both - [INFO] - [E:265| 1000]: Train Loss:0.00093173, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:12:17,198 - wikidata12k_both - [INFO] - [E:265| 1100]: Train Loss:0.00093177, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:13:21,418 - wikidata12k_both - [INFO] - [E:265| 1200]: Train Loss:0.00093144, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:14:25,658 - wikidata12k_both - [INFO] - [E:265| 1300]: Train Loss:0.00093137, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:15:29,939 - wikidata12k_both - [INFO] - [E:265| 1400]: Train Loss:0.00093127, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:16:34,233 - wikidata12k_both - [INFO] - [E:265| 1500]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:17:38,558 - wikidata12k_both - [INFO] - [E:265| 1600]: Train Loss:0.00093155, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:18:20,535 - wikidata12k_both - [INFO] - [Epoch:265]: Training Loss:0.0009316 + +2023-06-10 00:18:20,755 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 00:18:42,495 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 00:18:49,133 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 00:19:11,037 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 00:19:17,505 - wikidata12k_both - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.52313, Head : 0.31674, Avg : 0.41994 + +2023-06-10 00:19:17,505 - wikidata12k_both - [INFO] - [Epoch 265]: Training Loss: 0.00093161, Valid MRR: 0.45611, + + + +2023-06-10 00:19:18,163 - wikidata12k_both - [INFO] - [E:266| 0]: Train Loss:0.00092592, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:20:22,391 - wikidata12k_both - [INFO] - [E:266| 100]: Train Loss:0.00093121, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:21:26,731 - wikidata12k_both - [INFO] - [E:266| 200]: Train Loss:0.00093123, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:22:31,062 - wikidata12k_both - [INFO] - [E:266| 300]: Train Loss:0.00093211, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:23:35,430 - wikidata12k_both - [INFO] - [E:266| 400]: Train Loss:0.00093281, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:24:39,726 - wikidata12k_both - [INFO] - [E:266| 500]: Train Loss:0.00093266, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:25:43,942 - wikidata12k_both - [INFO] - [E:266| 600]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:26:48,148 - wikidata12k_both - [INFO] - [E:266| 700]: Train Loss:0.0009321, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:27:52,483 - wikidata12k_both - [INFO] - [E:266| 800]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:28:56,672 - wikidata12k_both - [INFO] - [E:266| 900]: Train Loss:0.00093215, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:30:00,875 - wikidata12k_both - [INFO] - [E:266| 1000]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:31:05,129 - wikidata12k_both - [INFO] - [E:266| 1100]: Train Loss:0.00093239, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:32:09,429 - wikidata12k_both - [INFO] - [E:266| 1200]: Train Loss:0.00093196, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:33:13,757 - wikidata12k_both - [INFO] - [E:266| 1300]: Train Loss:0.00093196, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:34:17,940 - wikidata12k_both - [INFO] - [E:266| 1400]: Train Loss:0.00093219, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:35:22,131 - wikidata12k_both - [INFO] - [E:266| 1500]: Train Loss:0.0009318, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:36:26,378 - wikidata12k_both - [INFO] - [E:266| 1600]: Train Loss:0.00093185, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:37:08,341 - wikidata12k_both - [INFO] - [Epoch:266]: Training Loss:0.0009317 + +2023-06-10 00:37:08,560 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 00:37:30,264 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 00:37:36,896 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 00:37:58,812 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 00:38:05,286 - wikidata12k_both - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.52013, Head : 0.2973, Avg : 0.40872 + +2023-06-10 00:38:05,286 - wikidata12k_both - [INFO] - [Epoch 266]: Training Loss: 0.00093171, Valid MRR: 0.45611, + + + +2023-06-10 00:38:05,943 - wikidata12k_both - [INFO] - [E:267| 0]: Train Loss:0.00091889, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:39:10,237 - wikidata12k_both - [INFO] - [E:267| 100]: Train Loss:0.00093287, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:40:14,583 - wikidata12k_both - [INFO] - [E:267| 200]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:41:18,941 - wikidata12k_both - [INFO] - [E:267| 300]: Train Loss:0.0009297, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:42:23,348 - wikidata12k_both - [INFO] - [E:267| 400]: Train Loss:0.00092969, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:43:27,561 - wikidata12k_both - [INFO] - [E:267| 500]: Train Loss:0.00092953, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:44:31,807 - wikidata12k_both - [INFO] - [E:267| 600]: Train Loss:0.00093039, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:45:36,103 - wikidata12k_both - [INFO] - [E:267| 700]: Train Loss:0.00093059, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:46:40,458 - wikidata12k_both - [INFO] - [E:267| 800]: Train Loss:0.00093081, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:47:44,853 - wikidata12k_both - [INFO] - [E:267| 900]: Train Loss:0.00093111, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:48:49,151 - wikidata12k_both - [INFO] - [E:267| 1000]: Train Loss:0.00093086, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:49:53,384 - wikidata12k_both - [INFO] - [E:267| 1100]: Train Loss:0.00093099, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:50:57,689 - wikidata12k_both - [INFO] - [E:267| 1200]: Train Loss:0.00093132, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:52:01,896 - wikidata12k_both - [INFO] - [E:267| 1300]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:53:06,138 - wikidata12k_both - [INFO] - [E:267| 1400]: Train Loss:0.00093113, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:54:10,471 - wikidata12k_both - [INFO] - [E:267| 1500]: Train Loss:0.00093113, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:55:14,826 - wikidata12k_both - [INFO] - [E:267| 1600]: Train Loss:0.00093116, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:55:56,867 - wikidata12k_both - [INFO] - [Epoch:267]: Training Loss:0.0009315 + +2023-06-10 00:55:57,087 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 00:56:18,803 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 00:56:25,440 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 00:56:47,444 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 00:56:53,920 - wikidata12k_both - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.52324, Head : 0.33036, Avg : 0.4268 + +2023-06-10 00:56:53,920 - wikidata12k_both - [INFO] - [Epoch 267]: Training Loss: 0.00093147, Valid MRR: 0.45611, + + + +2023-06-10 00:56:54,578 - wikidata12k_both - [INFO] - [E:268| 0]: Train Loss:0.00094896, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:57:58,910 - wikidata12k_both - [INFO] - [E:268| 100]: Train Loss:0.00093109, Val MRR:0.45611, wikidata12k_both +2023-06-10 00:59:03,270 - wikidata12k_both - [INFO] - [E:268| 200]: Train Loss:0.00093117, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:00:07,713 - wikidata12k_both - [INFO] - [E:268| 300]: Train Loss:0.00093071, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:01:12,056 - wikidata12k_both - [INFO] - [E:268| 400]: Train Loss:0.00093178, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:02:16,417 - wikidata12k_both - [INFO] - [E:268| 500]: Train Loss:0.00093097, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:03:20,657 - wikidata12k_both - [INFO] - [E:268| 600]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:04:24,967 - wikidata12k_both - [INFO] - [E:268| 700]: Train Loss:0.00093131, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:05:30,536 - wikidata12k_both - [INFO] - [E:268| 800]: Train Loss:0.00093089, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:06:41,891 - wikidata12k_both - [INFO] - [E:268| 900]: Train Loss:0.00093073, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:08:04,844 - wikidata12k_both - [INFO] - [E:268| 1000]: Train Loss:0.00093081, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:09:48,280 - wikidata12k_both - [INFO] - [E:268| 1100]: Train Loss:0.00093076, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:11:34,260 - wikidata12k_both - [INFO] - [E:268| 1200]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:13:19,995 - wikidata12k_both - [INFO] - [E:268| 1300]: Train Loss:0.00093126, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:15:05,531 - wikidata12k_both - [INFO] - [E:268| 1400]: Train Loss:0.00093131, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:16:51,755 - wikidata12k_both - [INFO] - [E:268| 1500]: Train Loss:0.00093132, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:18:38,234 - wikidata12k_both - [INFO] - [E:268| 1600]: Train Loss:0.00093123, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:19:47,924 - wikidata12k_both - [INFO] - [Epoch:268]: Training Loss:0.0009312 + +2023-06-10 01:19:48,313 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 01:20:25,086 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 01:20:36,602 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 01:21:13,991 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 01:21:25,307 - wikidata12k_both - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.52214, Head : 0.38363, Avg : 0.45289 + +2023-06-10 01:21:25,307 - wikidata12k_both - [INFO] - [Epoch 268]: Training Loss: 0.00093123, Valid MRR: 0.45611, + + + +2023-06-10 01:21:26,372 - wikidata12k_both - [INFO] - [E:269| 0]: Train Loss:0.00093013, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:23:13,003 - wikidata12k_both - [INFO] - [E:269| 100]: Train Loss:0.00093326, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:24:59,213 - wikidata12k_both - [INFO] - [E:269| 200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:26:45,787 - wikidata12k_both - [INFO] - [E:269| 300]: Train Loss:0.00093094, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:28:31,781 - wikidata12k_both - [INFO] - [E:269| 400]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:30:17,742 - wikidata12k_both - [INFO] - [E:269| 500]: Train Loss:0.00093083, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:32:04,071 - wikidata12k_both - [INFO] - [E:269| 600]: Train Loss:0.00093108, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:33:40,354 - wikidata12k_both - [INFO] - [E:269| 700]: Train Loss:0.00093134, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:35:04,459 - wikidata12k_both - [INFO] - [E:269| 800]: Train Loss:0.0009317, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:36:49,306 - wikidata12k_both - [INFO] - [E:269| 900]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:38:35,046 - wikidata12k_both - [INFO] - [E:269| 1000]: Train Loss:0.00093128, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:40:21,252 - wikidata12k_both - [INFO] - [E:269| 1100]: Train Loss:0.00093144, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:42:07,836 - wikidata12k_both - [INFO] - [E:269| 1200]: Train Loss:0.00093109, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:43:54,173 - wikidata12k_both - [INFO] - [E:269| 1300]: Train Loss:0.00093114, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:45:40,378 - wikidata12k_both - [INFO] - [E:269| 1400]: Train Loss:0.00093104, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:47:27,190 - wikidata12k_both - [INFO] - [E:269| 1500]: Train Loss:0.00093097, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:49:14,027 - wikidata12k_both - [INFO] - [E:269| 1600]: Train Loss:0.0009311, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:50:23,442 - wikidata12k_both - [INFO] - [Epoch:269]: Training Loss:0.0009311 + +2023-06-10 01:50:23,753 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 01:51:01,283 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 01:51:12,475 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 01:51:50,298 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 01:52:01,016 - wikidata12k_both - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.52416, Head : 0.31801, Avg : 0.42109 + MR: Tail : 821.35, Head : 852.37, Avg : 836.86 + Hit-1: Tail : 0.44389, Head : 0.19692, Avg : 0.3204 + Hit-3: Tail : 0.5697, Head : 0.38852, Avg : 0.47911 + Hit-10: Tail : 0.66822, Head : 0.55456, Avg : 0.61139 +2023-06-10 01:52:01,016 - wikidata12k_both - [INFO] - [Epoch 269]: Training Loss: 0.00093114, Valid MRR: 0.45611, + + + +2023-06-10 01:52:01,949 - wikidata12k_both - [INFO] - [E:270| 0]: Train Loss:0.00092833, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:53:48,550 - wikidata12k_both - [INFO] - [E:270| 100]: Train Loss:0.00092983, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:55:35,171 - wikidata12k_both - [INFO] - [E:270| 200]: Train Loss:0.00093007, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:57:21,770 - wikidata12k_both - [INFO] - [E:270| 300]: Train Loss:0.00093038, Val MRR:0.45611, wikidata12k_both +2023-06-10 01:59:08,464 - wikidata12k_both - [INFO] - [E:270| 400]: Train Loss:0.00093052, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:00:54,805 - wikidata12k_both - [INFO] - [E:270| 500]: Train Loss:0.0009309, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:02:41,236 - wikidata12k_both - [INFO] - [E:270| 600]: Train Loss:0.00093088, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:04:27,904 - wikidata12k_both - [INFO] - [E:270| 700]: Train Loss:0.00093136, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:06:13,996 - wikidata12k_both - [INFO] - [E:270| 800]: Train Loss:0.00093127, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:08:00,385 - wikidata12k_both - [INFO] - [E:270| 900]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:09:47,018 - wikidata12k_both - [INFO] - [E:270| 1000]: Train Loss:0.00093065, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:11:33,390 - wikidata12k_both - [INFO] - [E:270| 1100]: Train Loss:0.00093103, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:13:19,847 - wikidata12k_both - [INFO] - [E:270| 1200]: Train Loss:0.00093112, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:15:06,871 - wikidata12k_both - [INFO] - [E:270| 1300]: Train Loss:0.0009312, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:16:54,032 - wikidata12k_both - [INFO] - [E:270| 1400]: Train Loss:0.00093139, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:18:41,120 - wikidata12k_both - [INFO] - [E:270| 1500]: Train Loss:0.00093142, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:20:28,007 - wikidata12k_both - [INFO] - [E:270| 1600]: Train Loss:0.00093135, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:21:37,908 - wikidata12k_both - [INFO] - [Epoch:270]: Training Loss:0.0009313 + +2023-06-10 02:21:38,221 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 02:22:15,879 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 02:22:26,965 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 02:23:04,965 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 02:23:15,581 - wikidata12k_both - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.52293, Head : 0.33134, Avg : 0.42714 + +2023-06-10 02:23:15,581 - wikidata12k_both - [INFO] - [Epoch 270]: Training Loss: 0.00093134, Valid MRR: 0.45611, + + + +2023-06-10 02:23:16,501 - wikidata12k_both - [INFO] - [E:271| 0]: Train Loss:0.00090855, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:25:02,825 - wikidata12k_both - [INFO] - [E:271| 100]: Train Loss:0.00093098, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:26:49,361 - wikidata12k_both - [INFO] - [E:271| 200]: Train Loss:0.0009306, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:28:35,595 - wikidata12k_both - [INFO] - [E:271| 300]: Train Loss:0.00092975, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:30:22,364 - wikidata12k_both - [INFO] - [E:271| 400]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:32:09,054 - wikidata12k_both - [INFO] - [E:271| 500]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:33:55,781 - wikidata12k_both - [INFO] - [E:271| 600]: Train Loss:0.00093118, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:35:42,628 - wikidata12k_both - [INFO] - [E:271| 700]: Train Loss:0.00093133, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:37:29,163 - wikidata12k_both - [INFO] - [E:271| 800]: Train Loss:0.0009314, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:39:15,271 - wikidata12k_both - [INFO] - [E:271| 900]: Train Loss:0.0009313, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:41:01,651 - wikidata12k_both - [INFO] - [E:271| 1000]: Train Loss:0.00093084, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:42:47,788 - wikidata12k_both - [INFO] - [E:271| 1100]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:44:34,511 - wikidata12k_both - [INFO] - [E:271| 1200]: Train Loss:0.00093125, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:46:21,476 - wikidata12k_both - [INFO] - [E:271| 1300]: Train Loss:0.00093117, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:48:08,049 - wikidata12k_both - [INFO] - [E:271| 1400]: Train Loss:0.00093128, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:49:55,220 - wikidata12k_both - [INFO] - [E:271| 1500]: Train Loss:0.0009314, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:51:42,228 - wikidata12k_both - [INFO] - [E:271| 1600]: Train Loss:0.00093143, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:52:52,143 - wikidata12k_both - [INFO] - [Epoch:271]: Training Loss:0.0009313 + +2023-06-10 02:52:52,461 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 02:53:30,379 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 02:53:41,316 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 02:54:19,631 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 02:54:30,147 - wikidata12k_both - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.52644, Head : 0.35612, Avg : 0.44128 + +2023-06-10 02:54:30,147 - wikidata12k_both - [INFO] - [Epoch 271]: Training Loss: 0.00093132, Valid MRR: 0.45611, + + + +2023-06-10 02:54:31,230 - wikidata12k_both - [INFO] - [E:272| 0]: Train Loss:0.00096233, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:56:18,580 - wikidata12k_both - [INFO] - [E:272| 100]: Train Loss:0.00093021, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:58:06,101 - wikidata12k_both - [INFO] - [E:272| 200]: Train Loss:0.00092857, Val MRR:0.45611, wikidata12k_both +2023-06-10 02:59:53,270 - wikidata12k_both - [INFO] - [E:272| 300]: Train Loss:0.00093012, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:01:40,511 - wikidata12k_both - [INFO] - [E:272| 400]: Train Loss:0.00093061, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:03:27,612 - wikidata12k_both - [INFO] - [E:272| 500]: Train Loss:0.00092994, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:05:14,931 - wikidata12k_both - [INFO] - [E:272| 600]: Train Loss:0.00092987, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:07:02,254 - wikidata12k_both - [INFO] - [E:272| 700]: Train Loss:0.00092974, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:08:48,602 - wikidata12k_both - [INFO] - [E:272| 800]: Train Loss:0.00092982, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:10:35,507 - wikidata12k_both - [INFO] - [E:272| 900]: Train Loss:0.00092987, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:12:22,278 - wikidata12k_both - [INFO] - [E:272| 1000]: Train Loss:0.0009303, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:14:09,184 - wikidata12k_both - [INFO] - [E:272| 1100]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:15:56,241 - wikidata12k_both - [INFO] - [E:272| 1200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:17:42,763 - wikidata12k_both - [INFO] - [E:272| 1300]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:19:29,573 - wikidata12k_both - [INFO] - [E:272| 1400]: Train Loss:0.00093057, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:21:16,587 - wikidata12k_both - [INFO] - [E:272| 1500]: Train Loss:0.0009308, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:23:03,530 - wikidata12k_both - [INFO] - [E:272| 1600]: Train Loss:0.00093108, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:24:12,906 - wikidata12k_both - [INFO] - [Epoch:272]: Training Loss:0.000931 + +2023-06-10 03:24:13,288 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 03:24:50,467 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 03:25:02,114 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 03:25:39,710 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 03:25:50,985 - wikidata12k_both - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.52327, Head : 0.37148, Avg : 0.44737 + +2023-06-10 03:25:50,986 - wikidata12k_both - [INFO] - [Epoch 272]: Training Loss: 0.000931, Valid MRR: 0.45611, + + + +2023-06-10 03:25:52,111 - wikidata12k_both - [INFO] - [E:273| 0]: Train Loss:0.00091635, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:27:38,963 - wikidata12k_both - [INFO] - [E:273| 100]: Train Loss:0.00093154, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:29:25,866 - wikidata12k_both - [INFO] - [E:273| 200]: Train Loss:0.00093224, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:31:12,685 - wikidata12k_both - [INFO] - [E:273| 300]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:32:59,419 - wikidata12k_both - [INFO] - [E:273| 400]: Train Loss:0.00093114, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:34:46,174 - wikidata12k_both - [INFO] - [E:273| 500]: Train Loss:0.00093086, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:36:32,603 - wikidata12k_both - [INFO] - [E:273| 600]: Train Loss:0.00093072, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:38:18,963 - wikidata12k_both - [INFO] - [E:273| 700]: Train Loss:0.00093016, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:40:06,104 - wikidata12k_both - [INFO] - [E:273| 800]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:41:53,240 - wikidata12k_both - [INFO] - [E:273| 900]: Train Loss:0.0009302, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:43:40,502 - wikidata12k_both - [INFO] - [E:273| 1000]: Train Loss:0.00093059, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:45:27,712 - wikidata12k_both - [INFO] - [E:273| 1100]: Train Loss:0.00093039, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:47:14,934 - wikidata12k_both - [INFO] - [E:273| 1200]: Train Loss:0.00093026, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:49:02,103 - wikidata12k_both - [INFO] - [E:273| 1300]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:50:49,076 - wikidata12k_both - [INFO] - [E:273| 1400]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:52:35,417 - wikidata12k_both - [INFO] - [E:273| 1500]: Train Loss:0.00093115, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:54:22,106 - wikidata12k_both - [INFO] - [E:273| 1600]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:55:32,356 - wikidata12k_both - [INFO] - [Epoch:273]: Training Loss:0.0009311 + +2023-06-10 03:55:32,746 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 03:56:09,938 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 03:56:21,578 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 03:56:59,088 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 03:57:10,490 - wikidata12k_both - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.52501, Head : 0.3611, Avg : 0.44306 + +2023-06-10 03:57:10,490 - wikidata12k_both - [INFO] - [Epoch 273]: Training Loss: 0.00093107, Valid MRR: 0.45611, + + + +2023-06-10 03:57:11,628 - wikidata12k_both - [INFO] - [E:274| 0]: Train Loss:0.0009297, Val MRR:0.45611, wikidata12k_both +2023-06-10 03:58:58,625 - wikidata12k_both - [INFO] - [E:274| 100]: Train Loss:0.00093324, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:00:45,475 - wikidata12k_both - [INFO] - [E:274| 200]: Train Loss:0.00093137, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:02:32,828 - wikidata12k_both - [INFO] - [E:274| 300]: Train Loss:0.0009321, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:04:19,313 - wikidata12k_both - [INFO] - [E:274| 400]: Train Loss:0.00093135, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:06:06,680 - wikidata12k_both - [INFO] - [E:274| 500]: Train Loss:0.00093104, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:07:53,894 - wikidata12k_both - [INFO] - [E:274| 600]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:09:41,219 - wikidata12k_both - [INFO] - [E:274| 700]: Train Loss:0.00093089, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:11:28,480 - wikidata12k_both - [INFO] - [E:274| 800]: Train Loss:0.00093108, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:13:15,499 - wikidata12k_both - [INFO] - [E:274| 900]: Train Loss:0.00093077, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:14:44,457 - wikidata12k_both - [INFO] - [E:274| 1000]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:15:48,906 - wikidata12k_both - [INFO] - [E:274| 1100]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:16:53,436 - wikidata12k_both - [INFO] - [E:274| 1200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:17:57,789 - wikidata12k_both - [INFO] - [E:274| 1300]: Train Loss:0.00093076, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:19:02,165 - wikidata12k_both - [INFO] - [E:274| 1400]: Train Loss:0.00093071, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:20:06,696 - wikidata12k_both - [INFO] - [E:274| 1500]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:21:11,065 - wikidata12k_both - [INFO] - [E:274| 1600]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:21:53,174 - wikidata12k_both - [INFO] - [Epoch:274]: Training Loss:0.0009307 + +2023-06-10 04:21:53,394 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 04:22:15,195 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 04:22:21,859 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 04:22:43,915 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 04:22:50,435 - wikidata12k_both - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.52563, Head : 0.38439, Avg : 0.45501 + +2023-06-10 04:22:50,435 - wikidata12k_both - [INFO] - [Epoch 274]: Training Loss: 0.00093068, Valid MRR: 0.45611, + + + +2023-06-10 04:22:51,095 - wikidata12k_both - [INFO] - [E:275| 0]: Train Loss:0.00097104, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:23:55,528 - wikidata12k_both - [INFO] - [E:275| 100]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:24:59,949 - wikidata12k_both - [INFO] - [E:275| 200]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:26:04,447 - wikidata12k_both - [INFO] - [E:275| 300]: Train Loss:0.00093105, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:27:08,885 - wikidata12k_both - [INFO] - [E:275| 400]: Train Loss:0.00093147, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:28:13,372 - wikidata12k_both - [INFO] - [E:275| 500]: Train Loss:0.00093081, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:29:17,901 - wikidata12k_both - [INFO] - [E:275| 600]: Train Loss:0.00093088, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:30:22,391 - wikidata12k_both - [INFO] - [E:275| 700]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:31:26,855 - wikidata12k_both - [INFO] - [E:275| 800]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:32:31,380 - wikidata12k_both - [INFO] - [E:275| 900]: Train Loss:0.0009303, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:33:35,869 - wikidata12k_both - [INFO] - [E:275| 1000]: Train Loss:0.00093022, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:34:40,489 - wikidata12k_both - [INFO] - [E:275| 1100]: Train Loss:0.00093038, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:35:45,043 - wikidata12k_both - [INFO] - [E:275| 1200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:36:49,553 - wikidata12k_both - [INFO] - [E:275| 1300]: Train Loss:0.00093073, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:37:54,117 - wikidata12k_both - [INFO] - [E:275| 1400]: Train Loss:0.00093077, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:38:58,569 - wikidata12k_both - [INFO] - [E:275| 1500]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:40:03,003 - wikidata12k_both - [INFO] - [E:275| 1600]: Train Loss:0.00093086, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:40:45,186 - wikidata12k_both - [INFO] - [Epoch:275]: Training Loss:0.0009308 + +2023-06-10 04:40:45,408 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 04:41:07,255 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 04:41:13,929 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 04:41:35,982 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 04:41:42,491 - wikidata12k_both - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.52567, Head : 0.34233, Avg : 0.434 + +2023-06-10 04:41:42,491 - wikidata12k_both - [INFO] - [Epoch 275]: Training Loss: 0.00093079, Valid MRR: 0.45611, + + + +2023-06-10 04:41:43,152 - wikidata12k_both - [INFO] - [E:276| 0]: Train Loss:0.00093314, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:42:47,713 - wikidata12k_both - [INFO] - [E:276| 100]: Train Loss:0.00093318, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:43:52,290 - wikidata12k_both - [INFO] - [E:276| 200]: Train Loss:0.00093252, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:44:56,736 - wikidata12k_both - [INFO] - [E:276| 300]: Train Loss:0.000932, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:46:01,208 - wikidata12k_both - [INFO] - [E:276| 400]: Train Loss:0.00093135, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:47:05,766 - wikidata12k_both - [INFO] - [E:276| 500]: Train Loss:0.00093087, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:48:10,201 - wikidata12k_both - [INFO] - [E:276| 600]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:49:14,658 - wikidata12k_both - [INFO] - [E:276| 700]: Train Loss:0.00093095, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:50:19,436 - wikidata12k_both - [INFO] - [E:276| 800]: Train Loss:0.00093091, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:51:23,979 - wikidata12k_both - [INFO] - [E:276| 900]: Train Loss:0.00093102, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:52:28,593 - wikidata12k_both - [INFO] - [E:276| 1000]: Train Loss:0.00093077, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:53:33,087 - wikidata12k_both - [INFO] - [E:276| 1100]: Train Loss:0.00093042, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:54:37,525 - wikidata12k_both - [INFO] - [E:276| 1200]: Train Loss:0.0009302, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:55:42,046 - wikidata12k_both - [INFO] - [E:276| 1300]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:56:46,522 - wikidata12k_both - [INFO] - [E:276| 1400]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:57:51,107 - wikidata12k_both - [INFO] - [E:276| 1500]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:58:55,665 - wikidata12k_both - [INFO] - [E:276| 1600]: Train Loss:0.00093064, Val MRR:0.45611, wikidata12k_both +2023-06-10 04:59:37,776 - wikidata12k_both - [INFO] - [Epoch:276]: Training Loss:0.0009307 + +2023-06-10 04:59:37,997 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 04:59:59,850 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 05:00:06,521 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 05:00:28,565 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 05:00:35,078 - wikidata12k_both - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.52313, Head : 0.32097, Avg : 0.42205 + +2023-06-10 05:00:35,078 - wikidata12k_both - [INFO] - [Epoch 276]: Training Loss: 0.00093073, Valid MRR: 0.45611, + + + +2023-06-10 05:00:35,738 - wikidata12k_both - [INFO] - [E:277| 0]: Train Loss:0.00091299, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:01:40,285 - wikidata12k_both - [INFO] - [E:277| 100]: Train Loss:0.00093565, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:02:44,841 - wikidata12k_both - [INFO] - [E:277| 200]: Train Loss:0.00093133, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:03:49,358 - wikidata12k_both - [INFO] - [E:277| 300]: Train Loss:0.00093148, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:04:53,853 - wikidata12k_both - [INFO] - [E:277| 400]: Train Loss:0.00093141, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:05:58,304 - wikidata12k_both - [INFO] - [E:277| 500]: Train Loss:0.00093118, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:07:02,702 - wikidata12k_both - [INFO] - [E:277| 600]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:08:07,239 - wikidata12k_both - [INFO] - [E:277| 700]: Train Loss:0.00093104, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:09:11,730 - wikidata12k_both - [INFO] - [E:277| 800]: Train Loss:0.00093145, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:10:16,234 - wikidata12k_both - [INFO] - [E:277| 900]: Train Loss:0.00093124, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:11:20,767 - wikidata12k_both - [INFO] - [E:277| 1000]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:12:25,245 - wikidata12k_both - [INFO] - [E:277| 1100]: Train Loss:0.00093073, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:13:29,757 - wikidata12k_both - [INFO] - [E:277| 1200]: Train Loss:0.00093064, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:14:34,191 - wikidata12k_both - [INFO] - [E:277| 1300]: Train Loss:0.0009308, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:15:38,660 - wikidata12k_both - [INFO] - [E:277| 1400]: Train Loss:0.00093073, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:16:43,187 - wikidata12k_both - [INFO] - [E:277| 1500]: Train Loss:0.00093083, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:17:47,627 - wikidata12k_both - [INFO] - [E:277| 1600]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:18:29,752 - wikidata12k_both - [INFO] - [Epoch:277]: Training Loss:0.0009309 + +2023-06-10 05:18:29,973 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 05:18:51,796 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 05:18:58,466 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 05:19:20,487 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 05:19:27,015 - wikidata12k_both - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.52444, Head : 0.32754, Avg : 0.42599 + +2023-06-10 05:19:27,015 - wikidata12k_both - [INFO] - [Epoch 277]: Training Loss: 0.00093094, Valid MRR: 0.45611, + + + +2023-06-10 05:19:27,680 - wikidata12k_both - [INFO] - [E:278| 0]: Train Loss:0.00090573, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:20:32,170 - wikidata12k_both - [INFO] - [E:278| 100]: Train Loss:0.00092673, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:21:36,639 - wikidata12k_both - [INFO] - [E:278| 200]: Train Loss:0.00092953, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:22:41,145 - wikidata12k_both - [INFO] - [E:278| 300]: Train Loss:0.00092983, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:23:45,627 - wikidata12k_both - [INFO] - [E:278| 400]: Train Loss:0.00093032, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:24:50,195 - wikidata12k_both - [INFO] - [E:278| 500]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:25:54,717 - wikidata12k_both - [INFO] - [E:278| 600]: Train Loss:0.00093018, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:26:59,156 - wikidata12k_both - [INFO] - [E:278| 700]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:28:28,544 - wikidata12k_both - [INFO] - [E:278| 800]: Train Loss:0.00093027, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:30:44,665 - wikidata12k_both - [INFO] - [E:278| 900]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:33:00,718 - wikidata12k_both - [INFO] - [E:278| 1000]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:35:16,903 - wikidata12k_both - [INFO] - [E:278| 1100]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:37:28,130 - wikidata12k_both - [INFO] - [E:278| 1200]: Train Loss:0.0009307, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:39:41,170 - wikidata12k_both - [INFO] - [E:278| 1300]: Train Loss:0.00093074, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:41:54,113 - wikidata12k_both - [INFO] - [E:278| 1400]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:44:07,080 - wikidata12k_both - [INFO] - [E:278| 1500]: Train Loss:0.00093089, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:45:26,027 - wikidata12k_both - [INFO] - [E:278| 1600]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:46:08,155 - wikidata12k_both - [INFO] - [Epoch:278]: Training Loss:0.0009309 + +2023-06-10 05:46:08,376 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 05:46:30,191 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 05:46:36,866 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 05:46:58,880 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 05:47:05,375 - wikidata12k_both - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.53012, Head : 0.37285, Avg : 0.45149 + +2023-06-10 05:47:05,375 - wikidata12k_both - [INFO] - [Epoch 278]: Training Loss: 0.0009309, Valid MRR: 0.45611, + + + +2023-06-10 05:47:06,035 - wikidata12k_both - [INFO] - [E:279| 0]: Train Loss:0.00092301, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:48:10,399 - wikidata12k_both - [INFO] - [E:279| 100]: Train Loss:0.00092723, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:49:14,797 - wikidata12k_both - [INFO] - [E:279| 200]: Train Loss:0.00092893, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:50:19,278 - wikidata12k_both - [INFO] - [E:279| 300]: Train Loss:0.00092964, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:51:23,663 - wikidata12k_both - [INFO] - [E:279| 400]: Train Loss:0.00093009, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:52:28,076 - wikidata12k_both - [INFO] - [E:279| 500]: Train Loss:0.00092997, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:53:32,482 - wikidata12k_both - [INFO] - [E:279| 600]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:54:36,850 - wikidata12k_both - [INFO] - [E:279| 700]: Train Loss:0.00093025, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:55:41,292 - wikidata12k_both - [INFO] - [E:279| 800]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:56:45,652 - wikidata12k_both - [INFO] - [E:279| 900]: Train Loss:0.0009304, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:57:50,010 - wikidata12k_both - [INFO] - [E:279| 1000]: Train Loss:0.00093043, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:58:54,420 - wikidata12k_both - [INFO] - [E:279| 1100]: Train Loss:0.00093065, Val MRR:0.45611, wikidata12k_both +2023-06-10 05:59:58,855 - wikidata12k_both - [INFO] - [E:279| 1200]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:01:03,264 - wikidata12k_both - [INFO] - [E:279| 1300]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:02:07,830 - wikidata12k_both - [INFO] - [E:279| 1400]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:03:12,229 - wikidata12k_both - [INFO] - [E:279| 1500]: Train Loss:0.00093094, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:04:16,629 - wikidata12k_both - [INFO] - [E:279| 1600]: Train Loss:0.0009308, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:04:58,787 - wikidata12k_both - [INFO] - [Epoch:279]: Training Loss:0.0009308 + +2023-06-10 06:04:59,007 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 06:05:20,772 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 06:05:27,427 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 06:05:49,416 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 06:05:55,913 - wikidata12k_both - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.52719, Head : 0.3461, Avg : 0.43664 + MR: Tail : 808.67, Head : 864.41, Avg : 836.54 + Hit-1: Tail : 0.44784, Head : 0.23164, Avg : 0.33974 + Hit-3: Tail : 0.57222, Head : 0.40498, Avg : 0.4886 + Hit-10: Tail : 0.66786, Head : 0.57575, Avg : 0.62181 +2023-06-10 06:05:55,913 - wikidata12k_both - [INFO] - [Epoch 279]: Training Loss: 0.0009308, Valid MRR: 0.45611, + + + +2023-06-10 06:05:56,571 - wikidata12k_both - [INFO] - [E:280| 0]: Train Loss:0.0010155, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:07:00,934 - wikidata12k_both - [INFO] - [E:280| 100]: Train Loss:0.00093514, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:08:05,410 - wikidata12k_both - [INFO] - [E:280| 200]: Train Loss:0.00093089, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:09:09,802 - wikidata12k_both - [INFO] - [E:280| 300]: Train Loss:0.00092972, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:10:14,207 - wikidata12k_both - [INFO] - [E:280| 400]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:11:18,616 - wikidata12k_both - [INFO] - [E:280| 500]: Train Loss:0.00093032, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:12:22,973 - wikidata12k_both - [INFO] - [E:280| 600]: Train Loss:0.00093074, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:13:27,376 - wikidata12k_both - [INFO] - [E:280| 700]: Train Loss:0.00093052, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:14:31,756 - wikidata12k_both - [INFO] - [E:280| 800]: Train Loss:0.00093054, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:15:36,145 - wikidata12k_both - [INFO] - [E:280| 900]: Train Loss:0.00093029, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:16:40,575 - wikidata12k_both - [INFO] - [E:280| 1000]: Train Loss:0.00093017, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:17:44,938 - wikidata12k_both - [INFO] - [E:280| 1100]: Train Loss:0.00093008, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:18:49,294 - wikidata12k_both - [INFO] - [E:280| 1200]: Train Loss:0.00092988, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:19:53,694 - wikidata12k_both - [INFO] - [E:280| 1300]: Train Loss:0.00093005, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:20:58,106 - wikidata12k_both - [INFO] - [E:280| 1400]: Train Loss:0.00093007, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:22:02,527 - wikidata12k_both - [INFO] - [E:280| 1500]: Train Loss:0.00093029, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:23:06,901 - wikidata12k_both - [INFO] - [E:280| 1600]: Train Loss:0.00093036, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:23:48,979 - wikidata12k_both - [INFO] - [Epoch:280]: Training Loss:0.0009306 + +2023-06-10 06:23:49,199 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 06:24:10,980 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 06:24:17,638 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 06:24:39,608 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 06:24:46,105 - wikidata12k_both - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.52719, Head : 0.36324, Avg : 0.44521 + +2023-06-10 06:24:46,106 - wikidata12k_both - [INFO] - [Epoch 280]: Training Loss: 0.00093055, Valid MRR: 0.45611, + + + +2023-06-10 06:24:46,765 - wikidata12k_both - [INFO] - [E:281| 0]: Train Loss:0.00091282, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:25:51,219 - wikidata12k_both - [INFO] - [E:281| 100]: Train Loss:0.00092806, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:26:55,595 - wikidata12k_both - [INFO] - [E:281| 200]: Train Loss:0.00092791, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:27:59,961 - wikidata12k_both - [INFO] - [E:281| 300]: Train Loss:0.00092918, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:29:04,400 - wikidata12k_both - [INFO] - [E:281| 400]: Train Loss:0.00092907, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:30:08,808 - wikidata12k_both - [INFO] - [E:281| 500]: Train Loss:0.00092912, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:31:13,128 - wikidata12k_both - [INFO] - [E:281| 600]: Train Loss:0.00092913, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:32:17,417 - wikidata12k_both - [INFO] - [E:281| 700]: Train Loss:0.00092905, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:33:21,751 - wikidata12k_both - [INFO] - [E:281| 800]: Train Loss:0.00092928, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:34:26,192 - wikidata12k_both - [INFO] - [E:281| 900]: Train Loss:0.00092982, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:35:30,478 - wikidata12k_both - [INFO] - [E:281| 1000]: Train Loss:0.0009302, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:36:34,793 - wikidata12k_both - [INFO] - [E:281| 1100]: Train Loss:0.00093039, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:37:39,161 - wikidata12k_both - [INFO] - [E:281| 1200]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:38:43,486 - wikidata12k_both - [INFO] - [E:281| 1300]: Train Loss:0.00093057, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:39:47,775 - wikidata12k_both - [INFO] - [E:281| 1400]: Train Loss:0.00093057, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:40:52,080 - wikidata12k_both - [INFO] - [E:281| 1500]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:41:56,320 - wikidata12k_both - [INFO] - [E:281| 1600]: Train Loss:0.00093072, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:42:38,374 - wikidata12k_both - [INFO] - [Epoch:281]: Training Loss:0.0009308 + +2023-06-10 06:42:38,595 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 06:43:00,327 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 06:43:06,988 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 06:43:28,953 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 06:43:35,432 - wikidata12k_both - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.52258, Head : 0.3631, Avg : 0.44284 + +2023-06-10 06:43:35,432 - wikidata12k_both - [INFO] - [Epoch 281]: Training Loss: 0.00093078, Valid MRR: 0.45611, + + + +2023-06-10 06:43:36,088 - wikidata12k_both - [INFO] - [E:282| 0]: Train Loss:0.00091419, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:44:40,449 - wikidata12k_both - [INFO] - [E:282| 100]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:45:44,757 - wikidata12k_both - [INFO] - [E:282| 200]: Train Loss:0.00092892, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:46:49,094 - wikidata12k_both - [INFO] - [E:282| 300]: Train Loss:0.00092945, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:47:53,307 - wikidata12k_both - [INFO] - [E:282| 400]: Train Loss:0.00092934, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:48:57,555 - wikidata12k_both - [INFO] - [E:282| 500]: Train Loss:0.00092926, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:50:01,959 - wikidata12k_both - [INFO] - [E:282| 600]: Train Loss:0.00092987, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:51:06,260 - wikidata12k_both - [INFO] - [E:282| 700]: Train Loss:0.00092978, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:52:10,571 - wikidata12k_both - [INFO] - [E:282| 800]: Train Loss:0.00092987, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:53:14,866 - wikidata12k_both - [INFO] - [E:282| 900]: Train Loss:0.00093005, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:54:19,159 - wikidata12k_both - [INFO] - [E:282| 1000]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:55:23,431 - wikidata12k_both - [INFO] - [E:282| 1100]: Train Loss:0.00093071, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:56:27,656 - wikidata12k_both - [INFO] - [E:282| 1200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:57:31,873 - wikidata12k_both - [INFO] - [E:282| 1300]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:58:36,257 - wikidata12k_both - [INFO] - [E:282| 1400]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both +2023-06-10 06:59:40,564 - wikidata12k_both - [INFO] - [E:282| 1500]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:00:44,816 - wikidata12k_both - [INFO] - [E:282| 1600]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:01:26,856 - wikidata12k_both - [INFO] - [Epoch:282]: Training Loss:0.0009305 + +2023-06-10 07:01:27,076 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 07:01:48,822 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 07:01:55,463 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 07:02:17,397 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 07:02:23,885 - wikidata12k_both - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.52233, Head : 0.38522, Avg : 0.45377 + +2023-06-10 07:02:23,885 - wikidata12k_both - [INFO] - [Epoch 282]: Training Loss: 0.0009305, Valid MRR: 0.45611, + + + +2023-06-10 07:02:24,542 - wikidata12k_both - [INFO] - [E:283| 0]: Train Loss:0.00091631, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:03:28,828 - wikidata12k_both - [INFO] - [E:283| 100]: Train Loss:0.00093145, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:04:33,224 - wikidata12k_both - [INFO] - [E:283| 200]: Train Loss:0.00092951, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:05:37,501 - wikidata12k_both - [INFO] - [E:283| 300]: Train Loss:0.00092984, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:06:41,748 - wikidata12k_both - [INFO] - [E:283| 400]: Train Loss:0.00092972, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:07:46,078 - wikidata12k_both - [INFO] - [E:283| 500]: Train Loss:0.00092938, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:08:50,329 - wikidata12k_both - [INFO] - [E:283| 600]: Train Loss:0.00092978, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:09:54,739 - wikidata12k_both - [INFO] - [E:283| 700]: Train Loss:0.00092989, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:10:58,945 - wikidata12k_both - [INFO] - [E:283| 800]: Train Loss:0.00092962, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:12:03,200 - wikidata12k_both - [INFO] - [E:283| 900]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:13:07,494 - wikidata12k_both - [INFO] - [E:283| 1000]: Train Loss:0.00092994, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:14:11,687 - wikidata12k_both - [INFO] - [E:283| 1100]: Train Loss:0.0009301, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:15:15,959 - wikidata12k_both - [INFO] - [E:283| 1200]: Train Loss:0.00093017, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:16:20,311 - wikidata12k_both - [INFO] - [E:283| 1300]: Train Loss:0.00093035, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:17:24,591 - wikidata12k_both - [INFO] - [E:283| 1400]: Train Loss:0.00093025, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:18:28,875 - wikidata12k_both - [INFO] - [E:283| 1500]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:19:33,127 - wikidata12k_both - [INFO] - [E:283| 1600]: Train Loss:0.00093042, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:20:15,128 - wikidata12k_both - [INFO] - [Epoch:283]: Training Loss:0.0009304 + +2023-06-10 07:20:15,349 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 07:20:37,084 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 07:20:43,742 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 07:21:05,677 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 07:21:12,155 - wikidata12k_both - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.52714, Head : 0.3688, Avg : 0.44797 + +2023-06-10 07:21:12,155 - wikidata12k_both - [INFO] - [Epoch 283]: Training Loss: 0.00093042, Valid MRR: 0.45611, + + + +2023-06-10 07:21:12,813 - wikidata12k_both - [INFO] - [E:284| 0]: Train Loss:0.00092056, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:22:17,229 - wikidata12k_both - [INFO] - [E:284| 100]: Train Loss:0.00093115, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:23:21,494 - wikidata12k_both - [INFO] - [E:284| 200]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:24:25,756 - wikidata12k_both - [INFO] - [E:284| 300]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:25:30,059 - wikidata12k_both - [INFO] - [E:284| 400]: Train Loss:0.00092974, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:26:34,247 - wikidata12k_both - [INFO] - [E:284| 500]: Train Loss:0.00092962, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:27:38,578 - wikidata12k_both - [INFO] - [E:284| 600]: Train Loss:0.00092973, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:28:42,801 - wikidata12k_both - [INFO] - [E:284| 700]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:29:47,088 - wikidata12k_both - [INFO] - [E:284| 800]: Train Loss:0.00093024, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:30:51,501 - wikidata12k_both - [INFO] - [E:284| 900]: Train Loss:0.0009304, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:31:55,671 - wikidata12k_both - [INFO] - [E:284| 1000]: Train Loss:0.00093044, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:32:59,909 - wikidata12k_both - [INFO] - [E:284| 1100]: Train Loss:0.00093051, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:34:04,179 - wikidata12k_both - [INFO] - [E:284| 1200]: Train Loss:0.00093028, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:35:08,352 - wikidata12k_both - [INFO] - [E:284| 1300]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:36:12,582 - wikidata12k_both - [INFO] - [E:284| 1400]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:37:16,798 - wikidata12k_both - [INFO] - [E:284| 1500]: Train Loss:0.00093038, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:38:21,012 - wikidata12k_both - [INFO] - [E:284| 1600]: Train Loss:0.00093035, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:39:02,955 - wikidata12k_both - [INFO] - [Epoch:284]: Training Loss:0.0009303 + +2023-06-10 07:39:03,175 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 07:39:24,925 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 07:39:31,583 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 07:39:53,502 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 07:39:59,968 - wikidata12k_both - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.52427, Head : 0.38472, Avg : 0.4545 + +2023-06-10 07:39:59,968 - wikidata12k_both - [INFO] - [Epoch 284]: Training Loss: 0.00093033, Valid MRR: 0.45611, + + + +2023-06-10 07:40:00,623 - wikidata12k_both - [INFO] - [E:285| 0]: Train Loss:0.00093178, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:41:04,769 - wikidata12k_both - [INFO] - [E:285| 100]: Train Loss:0.00093149, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:42:09,074 - wikidata12k_both - [INFO] - [E:285| 200]: Train Loss:0.00093029, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:43:13,390 - wikidata12k_both - [INFO] - [E:285| 300]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:44:17,559 - wikidata12k_both - [INFO] - [E:285| 400]: Train Loss:0.00093106, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:45:21,807 - wikidata12k_both - [INFO] - [E:285| 500]: Train Loss:0.00093061, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:46:25,977 - wikidata12k_both - [INFO] - [E:285| 600]: Train Loss:0.00093072, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:47:30,299 - wikidata12k_both - [INFO] - [E:285| 700]: Train Loss:0.00093059, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:48:34,547 - wikidata12k_both - [INFO] - [E:285| 800]: Train Loss:0.0009306, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:49:38,740 - wikidata12k_both - [INFO] - [E:285| 900]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:50:42,964 - wikidata12k_both - [INFO] - [E:285| 1000]: Train Loss:0.00093084, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:51:47,195 - wikidata12k_both - [INFO] - [E:285| 1100]: Train Loss:0.0009307, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:52:51,351 - wikidata12k_both - [INFO] - [E:285| 1200]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:53:55,510 - wikidata12k_both - [INFO] - [E:285| 1300]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:54:59,707 - wikidata12k_both - [INFO] - [E:285| 1400]: Train Loss:0.00093032, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:56:03,879 - wikidata12k_both - [INFO] - [E:285| 1500]: Train Loss:0.00093018, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:57:08,165 - wikidata12k_both - [INFO] - [E:285| 1600]: Train Loss:0.00093033, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:57:50,146 - wikidata12k_both - [INFO] - [Epoch:285]: Training Loss:0.0009302 + +2023-06-10 07:57:50,367 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 07:58:12,059 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 07:58:18,693 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 07:58:40,629 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 07:58:47,111 - wikidata12k_both - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.52191, Head : 0.38512, Avg : 0.45351 + +2023-06-10 07:58:47,111 - wikidata12k_both - [INFO] - [Epoch 285]: Training Loss: 0.00093019, Valid MRR: 0.45611, + + + +2023-06-10 07:58:47,768 - wikidata12k_both - [INFO] - [E:286| 0]: Train Loss:0.00091749, Val MRR:0.45611, wikidata12k_both +2023-06-10 07:59:52,008 - wikidata12k_both - [INFO] - [E:286| 100]: Train Loss:0.00092923, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:00:56,272 - wikidata12k_both - [INFO] - [E:286| 200]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:02:00,471 - wikidata12k_both - [INFO] - [E:286| 300]: Train Loss:0.00092982, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:03:04,802 - wikidata12k_both - [INFO] - [E:286| 400]: Train Loss:0.00092988, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:04:08,988 - wikidata12k_both - [INFO] - [E:286| 500]: Train Loss:0.00092997, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:05:13,220 - wikidata12k_both - [INFO] - [E:286| 600]: Train Loss:0.00093026, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:06:17,504 - wikidata12k_both - [INFO] - [E:286| 700]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:07:21,668 - wikidata12k_both - [INFO] - [E:286| 800]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:08:25,898 - wikidata12k_both - [INFO] - [E:286| 900]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:09:30,122 - wikidata12k_both - [INFO] - [E:286| 1000]: Train Loss:0.00093053, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:10:34,353 - wikidata12k_both - [INFO] - [E:286| 1100]: Train Loss:0.00093052, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:11:38,642 - wikidata12k_both - [INFO] - [E:286| 1200]: Train Loss:0.00093053, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:12:42,846 - wikidata12k_both - [INFO] - [E:286| 1300]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:13:47,137 - wikidata12k_both - [INFO] - [E:286| 1400]: Train Loss:0.00093033, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:14:51,336 - wikidata12k_both - [INFO] - [E:286| 1500]: Train Loss:0.00093032, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:15:55,510 - wikidata12k_both - [INFO] - [E:286| 1600]: Train Loss:0.0009303, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:16:37,424 - wikidata12k_both - [INFO] - [Epoch:286]: Training Loss:0.0009302 + +2023-06-10 08:16:37,644 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 08:16:59,363 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 08:17:05,993 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 08:17:27,885 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 08:17:34,351 - wikidata12k_both - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.5247, Head : 0.38262, Avg : 0.45366 + +2023-06-10 08:17:34,351 - wikidata12k_both - [INFO] - [Epoch 286]: Training Loss: 0.00093024, Valid MRR: 0.45611, + + + +2023-06-10 08:17:35,015 - wikidata12k_both - [INFO] - [E:287| 0]: Train Loss:0.00092956, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:18:39,163 - wikidata12k_both - [INFO] - [E:287| 100]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:19:43,329 - wikidata12k_both - [INFO] - [E:287| 200]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:20:47,563 - wikidata12k_both - [INFO] - [E:287| 300]: Train Loss:0.00092892, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:21:51,729 - wikidata12k_both - [INFO] - [E:287| 400]: Train Loss:0.00092885, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:22:55,972 - wikidata12k_both - [INFO] - [E:287| 500]: Train Loss:0.00092968, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:24:00,260 - wikidata12k_both - [INFO] - [E:287| 600]: Train Loss:0.00092971, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:25:04,348 - wikidata12k_both - [INFO] - [E:287| 700]: Train Loss:0.0009299, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:26:08,470 - wikidata12k_both - [INFO] - [E:287| 800]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:27:12,637 - wikidata12k_both - [INFO] - [E:287| 900]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:28:16,755 - wikidata12k_both - [INFO] - [E:287| 1000]: Train Loss:0.00093027, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:29:20,903 - wikidata12k_both - [INFO] - [E:287| 1100]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:30:25,264 - wikidata12k_both - [INFO] - [E:287| 1200]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:31:29,383 - wikidata12k_both - [INFO] - [E:287| 1300]: Train Loss:0.00093012, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:32:33,488 - wikidata12k_both - [INFO] - [E:287| 1400]: Train Loss:0.0009303, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:33:37,751 - wikidata12k_both - [INFO] - [E:287| 1500]: Train Loss:0.00093002, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:34:41,917 - wikidata12k_both - [INFO] - [E:287| 1600]: Train Loss:0.00093008, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:35:23,790 - wikidata12k_both - [INFO] - [Epoch:287]: Training Loss:0.0009301 + +2023-06-10 08:35:24,009 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 08:35:45,785 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 08:35:52,426 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 08:36:14,358 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 08:36:20,833 - wikidata12k_both - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.52409, Head : 0.34347, Avg : 0.43378 + +2023-06-10 08:36:20,833 - wikidata12k_both - [INFO] - [Epoch 287]: Training Loss: 0.0009301, Valid MRR: 0.45611, + + + +2023-06-10 08:36:21,491 - wikidata12k_both - [INFO] - [E:288| 0]: Train Loss:0.00092669, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:37:25,650 - wikidata12k_both - [INFO] - [E:288| 100]: Train Loss:0.00092911, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:38:29,770 - wikidata12k_both - [INFO] - [E:288| 200]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:39:33,951 - wikidata12k_both - [INFO] - [E:288| 300]: Train Loss:0.00093137, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:40:38,140 - wikidata12k_both - [INFO] - [E:288| 400]: Train Loss:0.00093087, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:41:42,313 - wikidata12k_both - [INFO] - [E:288| 500]: Train Loss:0.00093028, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:42:46,420 - wikidata12k_both - [INFO] - [E:288| 600]: Train Loss:0.00093052, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:43:50,582 - wikidata12k_both - [INFO] - [E:288| 700]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:44:54,791 - wikidata12k_both - [INFO] - [E:288| 800]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:45:58,902 - wikidata12k_both - [INFO] - [E:288| 900]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:47:03,079 - wikidata12k_both - [INFO] - [E:288| 1000]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:48:07,387 - wikidata12k_both - [INFO] - [E:288| 1100]: Train Loss:0.00093033, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:49:11,505 - wikidata12k_both - [INFO] - [E:288| 1200]: Train Loss:0.00093015, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:50:15,738 - wikidata12k_both - [INFO] - [E:288| 1300]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:51:19,972 - wikidata12k_both - [INFO] - [E:288| 1400]: Train Loss:0.00092996, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:52:24,083 - wikidata12k_both - [INFO] - [E:288| 1500]: Train Loss:0.00093012, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:53:28,314 - wikidata12k_both - [INFO] - [E:288| 1600]: Train Loss:0.00093013, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:54:10,217 - wikidata12k_both - [INFO] - [Epoch:288]: Training Loss:0.00093 + +2023-06-10 08:54:10,437 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 08:54:32,120 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 08:54:38,761 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 08:55:00,666 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 08:55:07,141 - wikidata12k_both - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.52582, Head : 0.38636, Avg : 0.45609 + +2023-06-10 08:55:07,141 - wikidata12k_both - [INFO] - [Epoch 288]: Training Loss: 0.00093005, Valid MRR: 0.45611, + + + +2023-06-10 08:55:07,799 - wikidata12k_both - [INFO] - [E:289| 0]: Train Loss:0.00092765, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:56:11,967 - wikidata12k_both - [INFO] - [E:289| 100]: Train Loss:0.00093016, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:57:16,113 - wikidata12k_both - [INFO] - [E:289| 200]: Train Loss:0.00092884, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:58:20,176 - wikidata12k_both - [INFO] - [E:289| 300]: Train Loss:0.00092929, Val MRR:0.45611, wikidata12k_both +2023-06-10 08:59:24,400 - wikidata12k_both - [INFO] - [E:289| 400]: Train Loss:0.00092951, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:00:28,490 - wikidata12k_both - [INFO] - [E:289| 500]: Train Loss:0.00092914, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:01:32,657 - wikidata12k_both - [INFO] - [E:289| 600]: Train Loss:0.00092947, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:02:36,902 - wikidata12k_both - [INFO] - [E:289| 700]: Train Loss:0.00092964, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:03:40,973 - wikidata12k_both - [INFO] - [E:289| 800]: Train Loss:0.00092947, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:04:45,055 - wikidata12k_both - [INFO] - [E:289| 900]: Train Loss:0.00092973, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:05:49,227 - wikidata12k_both - [INFO] - [E:289| 1000]: Train Loss:0.00092961, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:06:53,441 - wikidata12k_both - [INFO] - [E:289| 1100]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:07:57,574 - wikidata12k_both - [INFO] - [E:289| 1200]: Train Loss:0.00092985, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:09:01,808 - wikidata12k_both - [INFO] - [E:289| 1300]: Train Loss:0.00093008, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:10:06,001 - wikidata12k_both - [INFO] - [E:289| 1400]: Train Loss:0.00092994, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:11:10,117 - wikidata12k_both - [INFO] - [E:289| 1500]: Train Loss:0.00092991, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:12:14,322 - wikidata12k_both - [INFO] - [E:289| 1600]: Train Loss:0.00092985, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:12:56,264 - wikidata12k_both - [INFO] - [Epoch:289]: Training Loss:0.0009299 + +2023-06-10 09:12:56,485 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 09:13:18,187 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 09:13:24,815 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 09:13:46,720 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 09:13:53,178 - wikidata12k_both - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.52182, Head : 0.38284, Avg : 0.45233 + MR: Tail : 826.25, Head : 851.48, Avg : 838.87 + Hit-1: Tail : 0.43994, Head : 0.28449, Avg : 0.36221 + Hit-3: Tail : 0.56749, Head : 0.43826, Avg : 0.50287 + Hit-10: Tail : 0.66577, Head : 0.5794, Avg : 0.62258 +2023-06-10 09:13:53,178 - wikidata12k_both - [INFO] - [Epoch 289]: Training Loss: 0.00092987, Valid MRR: 0.45611, + + + +2023-06-10 09:13:53,835 - wikidata12k_both - [INFO] - [E:290| 0]: Train Loss:0.00091518, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:14:58,060 - wikidata12k_both - [INFO] - [E:290| 100]: Train Loss:0.00093011, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:16:02,359 - wikidata12k_both - [INFO] - [E:290| 200]: Train Loss:0.00092888, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:17:06,521 - wikidata12k_both - [INFO] - [E:290| 300]: Train Loss:0.00092828, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:18:10,720 - wikidata12k_both - [INFO] - [E:290| 400]: Train Loss:0.00092917, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:19:14,867 - wikidata12k_both - [INFO] - [E:290| 500]: Train Loss:0.00092882, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:20:19,007 - wikidata12k_both - [INFO] - [E:290| 600]: Train Loss:0.00092923, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:21:23,094 - wikidata12k_both - [INFO] - [E:290| 700]: Train Loss:0.00092944, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:22:27,211 - wikidata12k_both - [INFO] - [E:290| 800]: Train Loss:0.00092932, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:23:31,403 - wikidata12k_both - [INFO] - [E:290| 900]: Train Loss:0.0009293, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:24:35,549 - wikidata12k_both - [INFO] - [E:290| 1000]: Train Loss:0.00092939, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:25:39,760 - wikidata12k_both - [INFO] - [E:290| 1100]: Train Loss:0.00092948, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:26:43,971 - wikidata12k_both - [INFO] - [E:290| 1200]: Train Loss:0.00092956, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:27:48,135 - wikidata12k_both - [INFO] - [E:290| 1300]: Train Loss:0.00092963, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:28:52,307 - wikidata12k_both - [INFO] - [E:290| 1400]: Train Loss:0.00092986, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:29:56,447 - wikidata12k_both - [INFO] - [E:290| 1500]: Train Loss:0.00092998, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:31:00,547 - wikidata12k_both - [INFO] - [E:290| 1600]: Train Loss:0.00092993, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:31:42,437 - wikidata12k_both - [INFO] - [Epoch:290]: Training Loss:0.00093 + +2023-06-10 09:31:42,655 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 09:32:04,423 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 09:32:11,042 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 09:32:32,909 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 09:32:39,380 - wikidata12k_both - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.52067, Head : 0.35807, Avg : 0.43937 + +2023-06-10 09:32:39,381 - wikidata12k_both - [INFO] - [Epoch 290]: Training Loss: 0.00092999, Valid MRR: 0.45611, + + + +2023-06-10 09:32:40,040 - wikidata12k_both - [INFO] - [E:291| 0]: Train Loss:0.00093741, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:33:44,212 - wikidata12k_both - [INFO] - [E:291| 100]: Train Loss:0.00092999, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:34:48,326 - wikidata12k_both - [INFO] - [E:291| 200]: Train Loss:0.00092967, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:35:52,503 - wikidata12k_both - [INFO] - [E:291| 300]: Train Loss:0.00092925, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:36:56,581 - wikidata12k_both - [INFO] - [E:291| 400]: Train Loss:0.00093063, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:38:00,732 - wikidata12k_both - [INFO] - [E:291| 500]: Train Loss:0.00092986, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:39:04,807 - wikidata12k_both - [INFO] - [E:291| 600]: Train Loss:0.00092983, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:40:08,920 - wikidata12k_both - [INFO] - [E:291| 700]: Train Loss:0.00092961, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:41:13,084 - wikidata12k_both - [INFO] - [E:291| 800]: Train Loss:0.00092947, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:42:17,243 - wikidata12k_both - [INFO] - [E:291| 900]: Train Loss:0.00092942, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:43:21,446 - wikidata12k_both - [INFO] - [E:291| 1000]: Train Loss:0.00092926, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:44:25,653 - wikidata12k_both - [INFO] - [E:291| 1100]: Train Loss:0.00092954, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:45:29,743 - wikidata12k_both - [INFO] - [E:291| 1200]: Train Loss:0.00092956, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:46:33,849 - wikidata12k_both - [INFO] - [E:291| 1300]: Train Loss:0.00092956, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:47:38,035 - wikidata12k_both - [INFO] - [E:291| 1400]: Train Loss:0.00092962, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:48:42,141 - wikidata12k_both - [INFO] - [E:291| 1500]: Train Loss:0.00092967, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:49:46,323 - wikidata12k_both - [INFO] - [E:291| 1600]: Train Loss:0.00092972, Val MRR:0.45611, wikidata12k_both +2023-06-10 09:50:28,216 - wikidata12k_both - [INFO] - [Epoch:291]: Training Loss:0.0009297 + +2023-06-10 09:50:28,436 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 09:50:50,147 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 09:50:56,774 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 09:51:18,660 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 09:51:25,126 - wikidata12k_both - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.52642, Head : 0.38675, Avg : 0.45659 + +2023-06-10 09:51:26,341 - wikidata12k_both - [INFO] - [Epoch 291]: Training Loss: 0.00092972, Valid MRR: 0.45659, + + + +2023-06-10 09:51:27,005 - wikidata12k_both - [INFO] - [E:292| 0]: Train Loss:0.00092996, Val MRR:0.45659, wikidata12k_both +2023-06-10 09:52:31,122 - wikidata12k_both - [INFO] - [E:292| 100]: Train Loss:0.00092981, Val MRR:0.45659, wikidata12k_both +2023-06-10 09:53:35,320 - wikidata12k_both - [INFO] - [E:292| 200]: Train Loss:0.00093212, Val MRR:0.45659, wikidata12k_both +2023-06-10 09:54:39,474 - wikidata12k_both - [INFO] - [E:292| 300]: Train Loss:0.00092993, Val MRR:0.45659, wikidata12k_both +2023-06-10 09:55:43,638 - wikidata12k_both - [INFO] - [E:292| 400]: Train Loss:0.00092998, Val MRR:0.45659, wikidata12k_both +2023-06-10 09:56:47,846 - wikidata12k_both - [INFO] - [E:292| 500]: Train Loss:0.0009298, Val MRR:0.45659, wikidata12k_both +2023-06-10 09:57:51,906 - wikidata12k_both - [INFO] - [E:292| 600]: Train Loss:0.00093022, Val MRR:0.45659, wikidata12k_both +2023-06-10 09:58:56,069 - wikidata12k_both - [INFO] - [E:292| 700]: Train Loss:0.00093049, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:00:00,263 - wikidata12k_both - [INFO] - [E:292| 800]: Train Loss:0.00093036, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:01:04,336 - wikidata12k_both - [INFO] - [E:292| 900]: Train Loss:0.00093039, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:02:08,446 - wikidata12k_both - [INFO] - [E:292| 1000]: Train Loss:0.00092972, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:03:12,579 - wikidata12k_both - [INFO] - [E:292| 1100]: Train Loss:0.0009294, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:04:16,718 - wikidata12k_both - [INFO] - [E:292| 1200]: Train Loss:0.00092965, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:05:20,941 - wikidata12k_both - [INFO] - [E:292| 1300]: Train Loss:0.00092975, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:06:25,008 - wikidata12k_both - [INFO] - [E:292| 1400]: Train Loss:0.00093002, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:07:29,175 - wikidata12k_both - [INFO] - [E:292| 1500]: Train Loss:0.00093, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:08:33,383 - wikidata12k_both - [INFO] - [E:292| 1600]: Train Loss:0.00093013, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:09:15,263 - wikidata12k_both - [INFO] - [Epoch:292]: Training Loss:0.0009301 + +2023-06-10 10:09:15,482 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 10:09:37,179 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 10:09:43,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 10:10:05,673 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 10:10:12,137 - wikidata12k_both - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.51693, Head : 0.36292, Avg : 0.43993 + +2023-06-10 10:10:12,138 - wikidata12k_both - [INFO] - [Epoch 292]: Training Loss: 0.00093006, Valid MRR: 0.45659, + + + +2023-06-10 10:10:12,794 - wikidata12k_both - [INFO] - [E:293| 0]: Train Loss:0.00094955, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:11:17,056 - wikidata12k_both - [INFO] - [E:293| 100]: Train Loss:0.00092687, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:12:21,238 - wikidata12k_both - [INFO] - [E:293| 200]: Train Loss:0.00092827, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:13:25,372 - wikidata12k_both - [INFO] - [E:293| 300]: Train Loss:0.00092915, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:14:29,489 - wikidata12k_both - [INFO] - [E:293| 400]: Train Loss:0.00092837, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:15:33,569 - wikidata12k_both - [INFO] - [E:293| 500]: Train Loss:0.00092812, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:16:37,771 - wikidata12k_both - [INFO] - [E:293| 600]: Train Loss:0.00092843, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:17:41,840 - wikidata12k_both - [INFO] - [E:293| 700]: Train Loss:0.00092877, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:18:45,972 - wikidata12k_both - [INFO] - [E:293| 800]: Train Loss:0.00092911, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:19:50,184 - wikidata12k_both - [INFO] - [E:293| 900]: Train Loss:0.00092917, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:20:54,391 - wikidata12k_both - [INFO] - [E:293| 1000]: Train Loss:0.00092915, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:21:58,574 - wikidata12k_both - [INFO] - [E:293| 1100]: Train Loss:0.00092957, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:23:02,737 - wikidata12k_both - [INFO] - [E:293| 1200]: Train Loss:0.00092976, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:24:06,905 - wikidata12k_both - [INFO] - [E:293| 1300]: Train Loss:0.00092974, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:25:11,064 - wikidata12k_both - [INFO] - [E:293| 1400]: Train Loss:0.00092966, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:26:15,269 - wikidata12k_both - [INFO] - [E:293| 1500]: Train Loss:0.00092968, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:27:19,361 - wikidata12k_both - [INFO] - [E:293| 1600]: Train Loss:0.00092972, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:28:01,222 - wikidata12k_both - [INFO] - [Epoch:293]: Training Loss:0.0009297 + +2023-06-10 10:28:01,442 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 10:28:23,167 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 10:28:29,794 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 10:28:51,674 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 10:28:58,133 - wikidata12k_both - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.5217, Head : 0.31991, Avg : 0.4208 + +2023-06-10 10:28:58,133 - wikidata12k_both - [INFO] - [Epoch 293]: Training Loss: 0.00092972, Valid MRR: 0.45659, + + + +2023-06-10 10:28:58,787 - wikidata12k_both - [INFO] - [E:294| 0]: Train Loss:0.00099761, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:30:02,870 - wikidata12k_both - [INFO] - [E:294| 100]: Train Loss:0.00093173, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:31:07,025 - wikidata12k_both - [INFO] - [E:294| 200]: Train Loss:0.00092894, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:32:11,137 - wikidata12k_both - [INFO] - [E:294| 300]: Train Loss:0.00092803, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:33:15,249 - wikidata12k_both - [INFO] - [E:294| 400]: Train Loss:0.00092828, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:34:19,439 - wikidata12k_both - [INFO] - [E:294| 500]: Train Loss:0.00092808, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:35:23,610 - wikidata12k_both - [INFO] - [E:294| 600]: Train Loss:0.00092852, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:36:27,708 - wikidata12k_both - [INFO] - [E:294| 700]: Train Loss:0.00092867, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:37:31,857 - wikidata12k_both - [INFO] - [E:294| 800]: Train Loss:0.0009282, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:38:35,981 - wikidata12k_both - [INFO] - [E:294| 900]: Train Loss:0.00092828, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:39:40,058 - wikidata12k_both - [INFO] - [E:294| 1000]: Train Loss:0.00092838, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:40:44,266 - wikidata12k_both - [INFO] - [E:294| 1100]: Train Loss:0.0009285, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:41:48,383 - wikidata12k_both - [INFO] - [E:294| 1200]: Train Loss:0.00092863, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:42:52,456 - wikidata12k_both - [INFO] - [E:294| 1300]: Train Loss:0.00092875, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:43:56,624 - wikidata12k_both - [INFO] - [E:294| 1400]: Train Loss:0.0009289, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:45:00,735 - wikidata12k_both - [INFO] - [E:294| 1500]: Train Loss:0.00092912, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:46:04,922 - wikidata12k_both - [INFO] - [E:294| 1600]: Train Loss:0.0009293, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:46:46,858 - wikidata12k_both - [INFO] - [Epoch:294]: Training Loss:0.0009295 + +2023-06-10 10:46:47,077 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 10:47:08,763 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 10:47:15,393 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 10:47:37,306 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 10:47:43,778 - wikidata12k_both - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.52333, Head : 0.3449, Avg : 0.43412 + +2023-06-10 10:47:43,778 - wikidata12k_both - [INFO] - [Epoch 294]: Training Loss: 0.00092949, Valid MRR: 0.45659, + + + +2023-06-10 10:47:44,434 - wikidata12k_both - [INFO] - [E:295| 0]: Train Loss:0.00093423, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:48:48,586 - wikidata12k_both - [INFO] - [E:295| 100]: Train Loss:0.0009283, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:49:52,738 - wikidata12k_both - [INFO] - [E:295| 200]: Train Loss:0.00093105, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:50:56,906 - wikidata12k_both - [INFO] - [E:295| 300]: Train Loss:0.00093007, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:52:01,147 - wikidata12k_both - [INFO] - [E:295| 400]: Train Loss:0.00092969, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:53:05,317 - wikidata12k_both - [INFO] - [E:295| 500]: Train Loss:0.00092896, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:54:09,522 - wikidata12k_both - [INFO] - [E:295| 600]: Train Loss:0.00092901, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:55:13,665 - wikidata12k_both - [INFO] - [E:295| 700]: Train Loss:0.00092909, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:56:17,826 - wikidata12k_both - [INFO] - [E:295| 800]: Train Loss:0.0009296, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:57:22,046 - wikidata12k_both - [INFO] - [E:295| 900]: Train Loss:0.0009295, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:58:26,233 - wikidata12k_both - [INFO] - [E:295| 1000]: Train Loss:0.00092971, Val MRR:0.45659, wikidata12k_both +2023-06-10 10:59:30,392 - wikidata12k_both - [INFO] - [E:295| 1100]: Train Loss:0.00092998, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:00:34,533 - wikidata12k_both - [INFO] - [E:295| 1200]: Train Loss:0.00092985, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:01:38,735 - wikidata12k_both - [INFO] - [E:295| 1300]: Train Loss:0.00092977, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:02:42,854 - wikidata12k_both - [INFO] - [E:295| 1400]: Train Loss:0.00092983, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:03:47,077 - wikidata12k_both - [INFO] - [E:295| 1500]: Train Loss:0.0009298, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:04:51,212 - wikidata12k_both - [INFO] - [E:295| 1600]: Train Loss:0.00092976, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:05:33,199 - wikidata12k_both - [INFO] - [Epoch:295]: Training Loss:0.0009299 + +2023-06-10 11:05:33,418 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 11:05:55,130 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 11:06:01,767 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 11:06:23,672 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 11:06:30,173 - wikidata12k_both - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.52385, Head : 0.36909, Avg : 0.44647 + +2023-06-10 11:06:30,173 - wikidata12k_both - [INFO] - [Epoch 295]: Training Loss: 0.00092986, Valid MRR: 0.45659, + + + +2023-06-10 11:06:30,829 - wikidata12k_both - [INFO] - [E:296| 0]: Train Loss:0.00090481, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:07:35,066 - wikidata12k_both - [INFO] - [E:296| 100]: Train Loss:0.00093158, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:08:39,281 - wikidata12k_both - [INFO] - [E:296| 200]: Train Loss:0.00092912, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:09:43,479 - wikidata12k_both - [INFO] - [E:296| 300]: Train Loss:0.00092976, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:10:47,578 - wikidata12k_both - [INFO] - [E:296| 400]: Train Loss:0.00092943, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:11:51,726 - wikidata12k_both - [INFO] - [E:296| 500]: Train Loss:0.00092966, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:12:55,869 - wikidata12k_both - [INFO] - [E:296| 600]: Train Loss:0.00092996, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:13:59,957 - wikidata12k_both - [INFO] - [E:296| 700]: Train Loss:0.00093009, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:15:04,170 - wikidata12k_both - [INFO] - [E:296| 800]: Train Loss:0.00092989, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:16:08,412 - wikidata12k_both - [INFO] - [E:296| 900]: Train Loss:0.00093011, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:17:12,623 - wikidata12k_both - [INFO] - [E:296| 1000]: Train Loss:0.00092987, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:18:16,726 - wikidata12k_both - [INFO] - [E:296| 1100]: Train Loss:0.00092998, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:19:20,955 - wikidata12k_both - [INFO] - [E:296| 1200]: Train Loss:0.00093, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:20:25,172 - wikidata12k_both - [INFO] - [E:296| 1300]: Train Loss:0.00092969, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:21:29,340 - wikidata12k_both - [INFO] - [E:296| 1400]: Train Loss:0.00092966, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:22:33,536 - wikidata12k_both - [INFO] - [E:296| 1500]: Train Loss:0.00092987, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:23:37,759 - wikidata12k_both - [INFO] - [E:296| 1600]: Train Loss:0.00093012, Val MRR:0.45659, wikidata12k_both +2023-06-10 11:24:19,737 - wikidata12k_both - [INFO] - [Epoch:296]: Training Loss:0.0009299 + +2023-06-10 11:24:19,957 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 11:24:41,719 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 11:24:48,346 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 11:25:10,246 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 11:25:16,713 - wikidata12k_both - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.52575, Head : 0.38833, Avg : 0.45704 + +2023-06-10 11:25:17,785 - wikidata12k_both - [INFO] - [Epoch 296]: Training Loss: 0.00092994, Valid MRR: 0.45704, + + + +2023-06-10 11:25:18,441 - wikidata12k_both - [INFO] - [E:297| 0]: Train Loss:0.00092861, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:26:22,772 - wikidata12k_both - [INFO] - [E:297| 100]: Train Loss:0.00093024, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:27:27,016 - wikidata12k_both - [INFO] - [E:297| 200]: Train Loss:0.00093007, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:28:31,252 - wikidata12k_both - [INFO] - [E:297| 300]: Train Loss:0.00093065, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:29:35,470 - wikidata12k_both - [INFO] - [E:297| 400]: Train Loss:0.00092955, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:30:39,744 - wikidata12k_both - [INFO] - [E:297| 500]: Train Loss:0.00092879, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:31:43,927 - wikidata12k_both - [INFO] - [E:297| 600]: Train Loss:0.00092875, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:32:48,189 - wikidata12k_both - [INFO] - [E:297| 700]: Train Loss:0.0009288, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:33:52,360 - wikidata12k_both - [INFO] - [E:297| 800]: Train Loss:0.00092872, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:34:56,591 - wikidata12k_both - [INFO] - [E:297| 900]: Train Loss:0.00092871, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:36:00,749 - wikidata12k_both - [INFO] - [E:297| 1000]: Train Loss:0.00092877, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:37:05,008 - wikidata12k_both - [INFO] - [E:297| 1100]: Train Loss:0.00092893, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:38:09,183 - wikidata12k_both - [INFO] - [E:297| 1200]: Train Loss:0.00092906, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:39:13,344 - wikidata12k_both - [INFO] - [E:297| 1300]: Train Loss:0.00092912, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:40:17,617 - wikidata12k_both - [INFO] - [E:297| 1400]: Train Loss:0.00092921, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:41:21,740 - wikidata12k_both - [INFO] - [E:297| 1500]: Train Loss:0.00092945, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:42:25,978 - wikidata12k_both - [INFO] - [E:297| 1600]: Train Loss:0.00092957, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:43:07,912 - wikidata12k_both - [INFO] - [Epoch:297]: Training Loss:0.0009297 + +2023-06-10 11:43:08,132 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 11:43:29,845 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 11:43:36,488 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 11:43:58,392 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 11:44:04,861 - wikidata12k_both - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.52565, Head : 0.37445, Avg : 0.45005 + +2023-06-10 11:44:04,861 - wikidata12k_both - [INFO] - [Epoch 297]: Training Loss: 0.00092975, Valid MRR: 0.45704, + + + +2023-06-10 11:44:05,519 - wikidata12k_both - [INFO] - [E:298| 0]: Train Loss:0.00091853, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:45:09,757 - wikidata12k_both - [INFO] - [E:298| 100]: Train Loss:0.00092889, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:46:13,967 - wikidata12k_both - [INFO] - [E:298| 200]: Train Loss:0.00092989, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:47:18,120 - wikidata12k_both - [INFO] - [E:298| 300]: Train Loss:0.00092954, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:48:22,347 - wikidata12k_both - [INFO] - [E:298| 400]: Train Loss:0.00092978, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:49:26,511 - wikidata12k_both - [INFO] - [E:298| 500]: Train Loss:0.00092979, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:50:30,785 - wikidata12k_both - [INFO] - [E:298| 600]: Train Loss:0.00092924, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:51:34,992 - wikidata12k_both - [INFO] - [E:298| 700]: Train Loss:0.00092926, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:52:39,187 - wikidata12k_both - [INFO] - [E:298| 800]: Train Loss:0.00092922, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:53:43,361 - wikidata12k_both - [INFO] - [E:298| 900]: Train Loss:0.00092942, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:54:47,567 - wikidata12k_both - [INFO] - [E:298| 1000]: Train Loss:0.00092961, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:55:51,718 - wikidata12k_both - [INFO] - [E:298| 1100]: Train Loss:0.00092947, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:56:55,847 - wikidata12k_both - [INFO] - [E:298| 1200]: Train Loss:0.00092947, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:57:59,975 - wikidata12k_both - [INFO] - [E:298| 1300]: Train Loss:0.00092938, Val MRR:0.45704, wikidata12k_both +2023-06-10 11:59:04,156 - wikidata12k_both - [INFO] - [E:298| 1400]: Train Loss:0.00092938, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:00:08,379 - wikidata12k_both - [INFO] - [E:298| 1500]: Train Loss:0.00092951, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:01:12,580 - wikidata12k_both - [INFO] - [E:298| 1600]: Train Loss:0.00092942, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:01:54,469 - wikidata12k_both - [INFO] - [Epoch:298]: Training Loss:0.0009294 + +2023-06-10 12:01:54,688 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 12:02:16,382 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 12:02:23,013 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 12:02:44,925 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 12:02:51,419 - wikidata12k_both - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.52212, Head : 0.3651, Avg : 0.44361 + +2023-06-10 12:02:51,419 - wikidata12k_both - [INFO] - [Epoch 298]: Training Loss: 0.00092944, Valid MRR: 0.45704, + + + +2023-06-10 12:02:52,098 - wikidata12k_both - [INFO] - [E:299| 0]: Train Loss:0.00091279, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:03:56,293 - wikidata12k_both - [INFO] - [E:299| 100]: Train Loss:0.00092625, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:05:00,544 - wikidata12k_both - [INFO] - [E:299| 200]: Train Loss:0.00092814, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:06:04,746 - wikidata12k_both - [INFO] - [E:299| 300]: Train Loss:0.00092885, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:07:08,930 - wikidata12k_both - [INFO] - [E:299| 400]: Train Loss:0.00092872, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:08:13,152 - wikidata12k_both - [INFO] - [E:299| 500]: Train Loss:0.0009291, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:09:17,349 - wikidata12k_both - [INFO] - [E:299| 600]: Train Loss:0.00092888, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:10:21,442 - wikidata12k_both - [INFO] - [E:299| 700]: Train Loss:0.00092894, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:11:25,635 - wikidata12k_both - [INFO] - [E:299| 800]: Train Loss:0.00092903, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:12:29,823 - wikidata12k_both - [INFO] - [E:299| 900]: Train Loss:0.00092934, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:13:33,895 - wikidata12k_both - [INFO] - [E:299| 1000]: Train Loss:0.00092928, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:14:37,995 - wikidata12k_both - [INFO] - [E:299| 1100]: Train Loss:0.00092921, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:15:42,212 - wikidata12k_both - [INFO] - [E:299| 1200]: Train Loss:0.00092917, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:16:46,314 - wikidata12k_both - [INFO] - [E:299| 1300]: Train Loss:0.00092913, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:17:50,485 - wikidata12k_both - [INFO] - [E:299| 1400]: Train Loss:0.00092922, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:18:54,607 - wikidata12k_both - [INFO] - [E:299| 1500]: Train Loss:0.00092933, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:19:58,740 - wikidata12k_both - [INFO] - [E:299| 1600]: Train Loss:0.00092942, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:20:40,726 - wikidata12k_both - [INFO] - [Epoch:299]: Training Loss:0.0009295 + +2023-06-10 12:20:40,946 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 12:21:02,665 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 12:21:09,289 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 12:21:31,183 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 12:21:37,663 - wikidata12k_both - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.51982, Head : 0.38397, Avg : 0.45189 + MR: Tail : 830.11, Head : 854.99, Avg : 842.55 + Hit-1: Tail : 0.43868, Head : 0.28695, Avg : 0.36281 + Hit-3: Tail : 0.56677, Head : 0.43539, Avg : 0.50108 + Hit-10: Tail : 0.66559, Head : 0.58048, Avg : 0.62303 +2023-06-10 12:21:37,663 - wikidata12k_both - [INFO] - [Epoch 299]: Training Loss: 0.00092947, Valid MRR: 0.45704, + + + +2023-06-10 12:21:38,319 - wikidata12k_both - [INFO] - [E:300| 0]: Train Loss:0.00093828, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:22:42,484 - wikidata12k_both - [INFO] - [E:300| 100]: Train Loss:0.0009331, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:23:46,671 - wikidata12k_both - [INFO] - [E:300| 200]: Train Loss:0.00092988, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:24:50,801 - wikidata12k_both - [INFO] - [E:300| 300]: Train Loss:0.00092829, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:25:54,906 - wikidata12k_both - [INFO] - [E:300| 400]: Train Loss:0.00092875, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:26:59,081 - wikidata12k_both - [INFO] - [E:300| 500]: Train Loss:0.00092904, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:28:03,195 - wikidata12k_both - [INFO] - [E:300| 600]: Train Loss:0.00092879, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:29:07,393 - wikidata12k_both - [INFO] - [E:300| 700]: Train Loss:0.00092906, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:30:11,587 - wikidata12k_both - [INFO] - [E:300| 800]: Train Loss:0.00092878, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:31:15,740 - wikidata12k_both - [INFO] - [E:300| 900]: Train Loss:0.00092934, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:32:19,933 - wikidata12k_both - [INFO] - [E:300| 1000]: Train Loss:0.00092907, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:33:24,193 - wikidata12k_both - [INFO] - [E:300| 1100]: Train Loss:0.00092932, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:34:28,371 - wikidata12k_both - [INFO] - [E:300| 1200]: Train Loss:0.0009292, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:35:32,611 - wikidata12k_both - [INFO] - [E:300| 1300]: Train Loss:0.00092927, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:36:36,770 - wikidata12k_both - [INFO] - [E:300| 1400]: Train Loss:0.00092921, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:37:41,028 - wikidata12k_both - [INFO] - [E:300| 1500]: Train Loss:0.00092921, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:38:45,230 - wikidata12k_both - [INFO] - [E:300| 1600]: Train Loss:0.00092937, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:39:27,137 - wikidata12k_both - [INFO] - [Epoch:300]: Training Loss:0.0009293 + +2023-06-10 12:39:27,357 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 12:39:49,046 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 12:39:55,673 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 12:40:17,588 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 12:40:24,057 - wikidata12k_both - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.52779, Head : 0.35772, Avg : 0.44276 + +2023-06-10 12:40:24,057 - wikidata12k_both - [INFO] - [Epoch 300]: Training Loss: 0.00092933, Valid MRR: 0.45704, + + + +2023-06-10 12:40:24,714 - wikidata12k_both - [INFO] - [E:301| 0]: Train Loss:0.00096185, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:41:28,957 - wikidata12k_both - [INFO] - [E:301| 100]: Train Loss:0.00092474, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:42:33,071 - wikidata12k_both - [INFO] - [E:301| 200]: Train Loss:0.000927, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:43:37,303 - wikidata12k_both - [INFO] - [E:301| 300]: Train Loss:0.00092793, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:44:41,529 - wikidata12k_both - [INFO] - [E:301| 400]: Train Loss:0.0009283, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:45:45,660 - wikidata12k_both - [INFO] - [E:301| 500]: Train Loss:0.00092883, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:46:49,751 - wikidata12k_both - [INFO] - [E:301| 600]: Train Loss:0.00092853, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:47:53,915 - wikidata12k_both - [INFO] - [E:301| 700]: Train Loss:0.00092861, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:48:58,047 - wikidata12k_both - [INFO] - [E:301| 800]: Train Loss:0.00092918, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:50:02,211 - wikidata12k_both - [INFO] - [E:301| 900]: Train Loss:0.00092961, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:51:06,369 - wikidata12k_both - [INFO] - [E:301| 1000]: Train Loss:0.00092959, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:52:10,545 - wikidata12k_both - [INFO] - [E:301| 1100]: Train Loss:0.00092965, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:53:14,781 - wikidata12k_both - [INFO] - [E:301| 1200]: Train Loss:0.00092969, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:54:18,961 - wikidata12k_both - [INFO] - [E:301| 1300]: Train Loss:0.00092965, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:55:23,160 - wikidata12k_both - [INFO] - [E:301| 1400]: Train Loss:0.00092961, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:56:27,385 - wikidata12k_both - [INFO] - [E:301| 1500]: Train Loss:0.00092952, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:57:31,494 - wikidata12k_both - [INFO] - [E:301| 1600]: Train Loss:0.00092951, Val MRR:0.45704, wikidata12k_both +2023-06-10 12:58:13,393 - wikidata12k_both - [INFO] - [Epoch:301]: Training Loss:0.0009294 + +2023-06-10 12:58:13,613 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 12:58:35,335 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 12:58:41,960 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 12:59:03,854 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 12:59:10,349 - wikidata12k_both - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.52545, Head : 0.35903, Avg : 0.44224 + +2023-06-10 12:59:10,350 - wikidata12k_both - [INFO] - [Epoch 301]: Training Loss: 0.00092943, Valid MRR: 0.45704, + + + +2023-06-10 12:59:11,006 - wikidata12k_both - [INFO] - [E:302| 0]: Train Loss:0.00097273, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:00:15,254 - wikidata12k_both - [INFO] - [E:302| 100]: Train Loss:0.00093047, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:01:19,458 - wikidata12k_both - [INFO] - [E:302| 200]: Train Loss:0.00092946, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:02:23,727 - wikidata12k_both - [INFO] - [E:302| 300]: Train Loss:0.0009293, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:03:27,907 - wikidata12k_both - [INFO] - [E:302| 400]: Train Loss:0.00092937, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:04:32,065 - wikidata12k_both - [INFO] - [E:302| 500]: Train Loss:0.00092886, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:05:36,277 - wikidata12k_both - [INFO] - [E:302| 600]: Train Loss:0.00092892, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:06:40,400 - wikidata12k_both - [INFO] - [E:302| 700]: Train Loss:0.00092898, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:07:44,644 - wikidata12k_both - [INFO] - [E:302| 800]: Train Loss:0.00092883, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:08:48,877 - wikidata12k_both - [INFO] - [E:302| 900]: Train Loss:0.000929, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:09:52,968 - wikidata12k_both - [INFO] - [E:302| 1000]: Train Loss:0.00092895, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:10:57,090 - wikidata12k_both - [INFO] - [E:302| 1100]: Train Loss:0.00092882, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:12:01,291 - wikidata12k_both - [INFO] - [E:302| 1200]: Train Loss:0.0009288, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:13:05,434 - wikidata12k_both - [INFO] - [E:302| 1300]: Train Loss:0.00092872, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:14:09,559 - wikidata12k_both - [INFO] - [E:302| 1400]: Train Loss:0.00092868, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:15:13,668 - wikidata12k_both - [INFO] - [E:302| 1500]: Train Loss:0.00092891, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:16:17,791 - wikidata12k_both - [INFO] - [E:302| 1600]: Train Loss:0.00092907, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:16:59,823 - wikidata12k_both - [INFO] - [Epoch:302]: Training Loss:0.0009291 + +2023-06-10 13:17:00,043 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 13:17:21,747 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 13:17:28,388 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 13:17:50,300 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 13:17:56,771 - wikidata12k_both - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.5261, Head : 0.3705, Avg : 0.4483 + +2023-06-10 13:17:56,772 - wikidata12k_both - [INFO] - [Epoch 302]: Training Loss: 0.0009291, Valid MRR: 0.45704, + + + +2023-06-10 13:17:57,426 - wikidata12k_both - [INFO] - [E:303| 0]: Train Loss:0.00091642, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:19:01,580 - wikidata12k_both - [INFO] - [E:303| 100]: Train Loss:0.00092423, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:20:05,833 - wikidata12k_both - [INFO] - [E:303| 200]: Train Loss:0.00092674, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:21:09,945 - wikidata12k_both - [INFO] - [E:303| 300]: Train Loss:0.00092664, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:22:14,076 - wikidata12k_both - [INFO] - [E:303| 400]: Train Loss:0.00092711, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:23:18,208 - wikidata12k_both - [INFO] - [E:303| 500]: Train Loss:0.00092736, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:24:22,359 - wikidata12k_both - [INFO] - [E:303| 600]: Train Loss:0.00092762, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:25:26,622 - wikidata12k_both - [INFO] - [E:303| 700]: Train Loss:0.00092809, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:26:30,896 - wikidata12k_both - [INFO] - [E:303| 800]: Train Loss:0.00092839, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:27:35,035 - wikidata12k_both - [INFO] - [E:303| 900]: Train Loss:0.00092867, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:28:39,317 - wikidata12k_both - [INFO] - [E:303| 1000]: Train Loss:0.00092861, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:29:43,497 - wikidata12k_both - [INFO] - [E:303| 1100]: Train Loss:0.00092874, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:30:47,669 - wikidata12k_both - [INFO] - [E:303| 1200]: Train Loss:0.00092893, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:31:51,924 - wikidata12k_both - [INFO] - [E:303| 1300]: Train Loss:0.000929, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:32:56,031 - wikidata12k_both - [INFO] - [E:303| 1400]: Train Loss:0.00092915, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:34:00,137 - wikidata12k_both - [INFO] - [E:303| 1500]: Train Loss:0.0009291, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:35:04,320 - wikidata12k_both - [INFO] - [E:303| 1600]: Train Loss:0.00092899, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:35:46,201 - wikidata12k_both - [INFO] - [Epoch:303]: Training Loss:0.000929 + +2023-06-10 13:35:46,420 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 13:36:08,119 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 13:36:14,745 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 13:36:36,672 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 13:36:43,161 - wikidata12k_both - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.52814, Head : 0.32468, Avg : 0.42641 + +2023-06-10 13:36:43,161 - wikidata12k_both - [INFO] - [Epoch 303]: Training Loss: 0.00092896, Valid MRR: 0.45704, + + + +2023-06-10 13:36:43,819 - wikidata12k_both - [INFO] - [E:304| 0]: Train Loss:0.00089915, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:37:48,078 - wikidata12k_both - [INFO] - [E:304| 100]: Train Loss:0.00092762, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:38:52,203 - wikidata12k_both - [INFO] - [E:304| 200]: Train Loss:0.00092848, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:39:56,349 - wikidata12k_both - [INFO] - [E:304| 300]: Train Loss:0.00092877, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:41:00,638 - wikidata12k_both - [INFO] - [E:304| 400]: Train Loss:0.00092844, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:42:04,766 - wikidata12k_both - [INFO] - [E:304| 500]: Train Loss:0.0009295, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:43:08,840 - wikidata12k_both - [INFO] - [E:304| 600]: Train Loss:0.00092866, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:44:13,025 - wikidata12k_both - [INFO] - [E:304| 700]: Train Loss:0.00092883, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:45:17,176 - wikidata12k_both - [INFO] - [E:304| 800]: Train Loss:0.00092835, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:46:21,358 - wikidata12k_both - [INFO] - [E:304| 900]: Train Loss:0.00092813, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:47:25,608 - wikidata12k_both - [INFO] - [E:304| 1000]: Train Loss:0.00092854, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:48:29,799 - wikidata12k_both - [INFO] - [E:304| 1100]: Train Loss:0.00092891, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:49:34,075 - wikidata12k_both - [INFO] - [E:304| 1200]: Train Loss:0.00092889, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:50:38,345 - wikidata12k_both - [INFO] - [E:304| 1300]: Train Loss:0.00092931, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:51:42,573 - wikidata12k_both - [INFO] - [E:304| 1400]: Train Loss:0.00092917, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:52:46,778 - wikidata12k_both - [INFO] - [E:304| 1500]: Train Loss:0.00092903, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:53:51,022 - wikidata12k_both - [INFO] - [E:304| 1600]: Train Loss:0.00092904, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:54:33,031 - wikidata12k_both - [INFO] - [Epoch:304]: Training Loss:0.000929 + +2023-06-10 13:54:33,252 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 13:54:54,977 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 13:55:01,616 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 13:55:23,574 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 13:55:30,069 - wikidata12k_both - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.52292, Head : 0.36899, Avg : 0.44595 + +2023-06-10 13:55:30,069 - wikidata12k_both - [INFO] - [Epoch 304]: Training Loss: 0.00092895, Valid MRR: 0.45704, + + + +2023-06-10 13:55:30,725 - wikidata12k_both - [INFO] - [E:305| 0]: Train Loss:0.00095857, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:56:35,107 - wikidata12k_both - [INFO] - [E:305| 100]: Train Loss:0.00092728, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:57:39,468 - wikidata12k_both - [INFO] - [E:305| 200]: Train Loss:0.00092867, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:58:43,779 - wikidata12k_both - [INFO] - [E:305| 300]: Train Loss:0.00092987, Val MRR:0.45704, wikidata12k_both +2023-06-10 13:59:48,115 - wikidata12k_both - [INFO] - [E:305| 400]: Train Loss:0.0009297, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:00:52,457 - wikidata12k_both - [INFO] - [E:305| 500]: Train Loss:0.00092906, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:01:56,815 - wikidata12k_both - [INFO] - [E:305| 600]: Train Loss:0.00092899, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:03:01,148 - wikidata12k_both - [INFO] - [E:305| 700]: Train Loss:0.00092859, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:04:05,388 - wikidata12k_both - [INFO] - [E:305| 800]: Train Loss:0.0009288, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:05:09,579 - wikidata12k_both - [INFO] - [E:305| 900]: Train Loss:0.00092866, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:06:13,858 - wikidata12k_both - [INFO] - [E:305| 1000]: Train Loss:0.00092899, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:07:18,040 - wikidata12k_both - [INFO] - [E:305| 1100]: Train Loss:0.00092899, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:08:22,296 - wikidata12k_both - [INFO] - [E:305| 1200]: Train Loss:0.00092912, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:09:26,458 - wikidata12k_both - [INFO] - [E:305| 1300]: Train Loss:0.00092959, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:10:30,548 - wikidata12k_both - [INFO] - [E:305| 1400]: Train Loss:0.00092932, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:11:34,723 - wikidata12k_both - [INFO] - [E:305| 1500]: Train Loss:0.00092939, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:12:38,913 - wikidata12k_both - [INFO] - [E:305| 1600]: Train Loss:0.00092929, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:13:20,848 - wikidata12k_both - [INFO] - [Epoch:305]: Training Loss:0.0009292 + +2023-06-10 14:13:21,067 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 14:13:42,795 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 14:13:49,426 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 14:14:11,351 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 14:14:17,845 - wikidata12k_both - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.52632, Head : 0.36427, Avg : 0.4453 + +2023-06-10 14:14:17,845 - wikidata12k_both - [INFO] - [Epoch 305]: Training Loss: 0.00092918, Valid MRR: 0.45704, + + + +2023-06-10 14:14:18,516 - wikidata12k_both - [INFO] - [E:306| 0]: Train Loss:0.00091681, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:15:22,728 - wikidata12k_both - [INFO] - [E:306| 100]: Train Loss:0.0009271, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:16:26,964 - wikidata12k_both - [INFO] - [E:306| 200]: Train Loss:0.00092722, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:17:31,203 - wikidata12k_both - [INFO] - [E:306| 300]: Train Loss:0.00092897, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:18:35,353 - wikidata12k_both - [INFO] - [E:306| 400]: Train Loss:0.00092901, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:19:39,582 - wikidata12k_both - [INFO] - [E:306| 500]: Train Loss:0.00092826, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:20:43,817 - wikidata12k_both - [INFO] - [E:306| 600]: Train Loss:0.00092859, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:21:47,918 - wikidata12k_both - [INFO] - [E:306| 700]: Train Loss:0.00092872, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:22:52,105 - wikidata12k_both - [INFO] - [E:306| 800]: Train Loss:0.00092906, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:23:56,283 - wikidata12k_both - [INFO] - [E:306| 900]: Train Loss:0.00092867, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:25:00,428 - wikidata12k_both - [INFO] - [E:306| 1000]: Train Loss:0.00092877, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:26:04,619 - wikidata12k_both - [INFO] - [E:306| 1100]: Train Loss:0.00092871, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:27:08,794 - wikidata12k_both - [INFO] - [E:306| 1200]: Train Loss:0.00092864, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:28:12,914 - wikidata12k_both - [INFO] - [E:306| 1300]: Train Loss:0.00092908, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:29:17,128 - wikidata12k_both - [INFO] - [E:306| 1400]: Train Loss:0.00092912, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:30:21,352 - wikidata12k_both - [INFO] - [E:306| 1500]: Train Loss:0.00092916, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:31:25,479 - wikidata12k_both - [INFO] - [E:306| 1600]: Train Loss:0.0009291, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:32:07,368 - wikidata12k_both - [INFO] - [Epoch:306]: Training Loss:0.0009291 + +2023-06-10 14:32:07,589 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 14:32:29,322 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 14:32:35,955 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 14:32:57,874 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 14:33:04,342 - wikidata12k_both - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.52812, Head : 0.36099, Avg : 0.44455 + +2023-06-10 14:33:04,342 - wikidata12k_both - [INFO] - [Epoch 306]: Training Loss: 0.00092906, Valid MRR: 0.45704, + + + +2023-06-10 14:33:04,998 - wikidata12k_both - [INFO] - [E:307| 0]: Train Loss:0.00091777, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:34:09,206 - wikidata12k_both - [INFO] - [E:307| 100]: Train Loss:0.0009301, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:35:13,323 - wikidata12k_both - [INFO] - [E:307| 200]: Train Loss:0.00092892, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:36:17,475 - wikidata12k_both - [INFO] - [E:307| 300]: Train Loss:0.00092915, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:37:21,600 - wikidata12k_both - [INFO] - [E:307| 400]: Train Loss:0.00092946, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:38:25,782 - wikidata12k_both - [INFO] - [E:307| 500]: Train Loss:0.00092908, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:39:29,885 - wikidata12k_both - [INFO] - [E:307| 600]: Train Loss:0.0009289, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:40:34,005 - wikidata12k_both - [INFO] - [E:307| 700]: Train Loss:0.00092857, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:41:38,173 - wikidata12k_both - [INFO] - [E:307| 800]: Train Loss:0.00092853, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:42:42,334 - wikidata12k_both - [INFO] - [E:307| 900]: Train Loss:0.00092903, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:43:46,483 - wikidata12k_both - [INFO] - [E:307| 1000]: Train Loss:0.00092909, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:44:50,671 - wikidata12k_both - [INFO] - [E:307| 1100]: Train Loss:0.00092887, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:45:54,792 - wikidata12k_both - [INFO] - [E:307| 1200]: Train Loss:0.00092892, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:46:59,026 - wikidata12k_both - [INFO] - [E:307| 1300]: Train Loss:0.00092883, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:48:03,141 - wikidata12k_both - [INFO] - [E:307| 1400]: Train Loss:0.00092874, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:49:07,317 - wikidata12k_both - [INFO] - [E:307| 1500]: Train Loss:0.0009289, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:50:11,702 - wikidata12k_both - [INFO] - [E:307| 1600]: Train Loss:0.00092892, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:50:53,752 - wikidata12k_both - [INFO] - [Epoch:307]: Training Loss:0.0009288 + +2023-06-10 14:50:53,972 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 14:51:15,710 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 14:51:22,362 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 14:51:44,345 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 14:51:50,820 - wikidata12k_both - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.52535, Head : 0.37224, Avg : 0.44879 + +2023-06-10 14:51:50,821 - wikidata12k_both - [INFO] - [Epoch 307]: Training Loss: 0.00092881, Valid MRR: 0.45704, + + + +2023-06-10 14:51:51,477 - wikidata12k_both - [INFO] - [E:308| 0]: Train Loss:0.00093301, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:52:55,870 - wikidata12k_both - [INFO] - [E:308| 100]: Train Loss:0.00093059, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:54:00,315 - wikidata12k_both - [INFO] - [E:308| 200]: Train Loss:0.00093168, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:55:04,667 - wikidata12k_both - [INFO] - [E:308| 300]: Train Loss:0.00093052, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:56:09,005 - wikidata12k_both - [INFO] - [E:308| 400]: Train Loss:0.00093017, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:57:13,339 - wikidata12k_both - [INFO] - [E:308| 500]: Train Loss:0.00092976, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:58:17,635 - wikidata12k_both - [INFO] - [E:308| 600]: Train Loss:0.00092939, Val MRR:0.45704, wikidata12k_both +2023-06-10 14:59:21,936 - wikidata12k_both - [INFO] - [E:308| 700]: Train Loss:0.00092932, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:00:26,316 - wikidata12k_both - [INFO] - [E:308| 800]: Train Loss:0.00092903, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:01:30,672 - wikidata12k_both - [INFO] - [E:308| 900]: Train Loss:0.00092885, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:02:34,885 - wikidata12k_both - [INFO] - [E:308| 1000]: Train Loss:0.00092876, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:03:39,082 - wikidata12k_both - [INFO] - [E:308| 1100]: Train Loss:0.00092894, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:04:43,356 - wikidata12k_both - [INFO] - [E:308| 1200]: Train Loss:0.00092874, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:05:47,865 - wikidata12k_both - [INFO] - [E:308| 1300]: Train Loss:0.00092888, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:06:52,304 - wikidata12k_both - [INFO] - [E:308| 1400]: Train Loss:0.00092897, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:07:56,669 - wikidata12k_both - [INFO] - [E:308| 1500]: Train Loss:0.00092885, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:09:01,136 - wikidata12k_both - [INFO] - [E:308| 1600]: Train Loss:0.0009289, Val MRR:0.45704, wikidata12k_both +2023-06-10 15:09:43,179 - wikidata12k_both - [INFO] - [Epoch:308]: Training Loss:0.0009288 + +2023-06-10 15:09:43,403 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 15:10:05,191 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 15:10:11,868 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 15:10:33,882 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 15:10:40,383 - wikidata12k_both - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.52604, Head : 0.38869, Avg : 0.45737 + +2023-06-10 15:10:41,759 - wikidata12k_both - [INFO] - [Epoch 308]: Training Loss: 0.00092885, Valid MRR: 0.45737, + + + +2023-06-10 15:10:42,418 - wikidata12k_both - [INFO] - [E:309| 0]: Train Loss:0.00092458, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:11:46,766 - wikidata12k_both - [INFO] - [E:309| 100]: Train Loss:0.00092756, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:12:51,280 - wikidata12k_both - [INFO] - [E:309| 200]: Train Loss:0.00092773, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:13:55,686 - wikidata12k_both - [INFO] - [E:309| 300]: Train Loss:0.00092833, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:15:00,064 - wikidata12k_both - [INFO] - [E:309| 400]: Train Loss:0.00092822, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:16:04,412 - wikidata12k_both - [INFO] - [E:309| 500]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:17:08,583 - wikidata12k_both - [INFO] - [E:309| 600]: Train Loss:0.00092901, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:18:12,851 - wikidata12k_both - [INFO] - [E:309| 700]: Train Loss:0.00092844, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:19:17,317 - wikidata12k_both - [INFO] - [E:309| 800]: Train Loss:0.0009284, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:20:21,799 - wikidata12k_both - [INFO] - [E:309| 900]: Train Loss:0.00092841, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:21:26,215 - wikidata12k_both - [INFO] - [E:309| 1000]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:22:30,694 - wikidata12k_both - [INFO] - [E:309| 1100]: Train Loss:0.00092841, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:23:35,091 - wikidata12k_both - [INFO] - [E:309| 1200]: Train Loss:0.00092829, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:24:39,508 - wikidata12k_both - [INFO] - [E:309| 1300]: Train Loss:0.00092849, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:25:43,991 - wikidata12k_both - [INFO] - [E:309| 1400]: Train Loss:0.00092829, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:26:48,456 - wikidata12k_both - [INFO] - [E:309| 1500]: Train Loss:0.00092861, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:27:52,960 - wikidata12k_both - [INFO] - [E:309| 1600]: Train Loss:0.00092892, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:28:35,082 - wikidata12k_both - [INFO] - [Epoch:309]: Training Loss:0.000929 + +2023-06-10 15:28:35,301 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 15:28:57,047 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 15:29:03,680 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 15:29:25,591 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 15:29:32,074 - wikidata12k_both - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.52333, Head : 0.33942, Avg : 0.43138 + MR: Tail : 836.56, Head : 867.99, Avg : 852.27 + Hit-1: Tail : 0.4443, Head : 0.2308, Avg : 0.33755 + Hit-3: Tail : 0.56545, Head : 0.39163, Avg : 0.47854 + Hit-10: Tail : 0.66786, Head : 0.5521, Avg : 0.60998 +2023-06-10 15:29:32,074 - wikidata12k_both - [INFO] - [Epoch 309]: Training Loss: 0.00092898, Valid MRR: 0.45737, + + + +2023-06-10 15:29:32,730 - wikidata12k_both - [INFO] - [E:310| 0]: Train Loss:0.00095717, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:30:36,854 - wikidata12k_both - [INFO] - [E:310| 100]: Train Loss:0.00092932, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:31:40,997 - wikidata12k_both - [INFO] - [E:310| 200]: Train Loss:0.00092937, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:32:45,126 - wikidata12k_both - [INFO] - [E:310| 300]: Train Loss:0.00093017, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:33:49,369 - wikidata12k_both - [INFO] - [E:310| 400]: Train Loss:0.00092955, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:34:53,567 - wikidata12k_both - [INFO] - [E:310| 500]: Train Loss:0.00093008, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:35:57,766 - wikidata12k_both - [INFO] - [E:310| 600]: Train Loss:0.00093012, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:37:02,005 - wikidata12k_both - [INFO] - [E:310| 700]: Train Loss:0.00093056, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:38:06,231 - wikidata12k_both - [INFO] - [E:310| 800]: Train Loss:0.00093029, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:39:10,350 - wikidata12k_both - [INFO] - [E:310| 900]: Train Loss:0.00092982, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:40:14,500 - wikidata12k_both - [INFO] - [E:310| 1000]: Train Loss:0.00092968, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:41:18,702 - wikidata12k_both - [INFO] - [E:310| 1100]: Train Loss:0.00092959, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:42:22,839 - wikidata12k_both - [INFO] - [E:310| 1200]: Train Loss:0.00092934, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:43:27,092 - wikidata12k_both - [INFO] - [E:310| 1300]: Train Loss:0.00092926, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:44:31,348 - wikidata12k_both - [INFO] - [E:310| 1400]: Train Loss:0.00092928, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:45:35,564 - wikidata12k_both - [INFO] - [E:310| 1500]: Train Loss:0.00092911, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:46:39,837 - wikidata12k_both - [INFO] - [E:310| 1600]: Train Loss:0.00092903, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:47:21,742 - wikidata12k_both - [INFO] - [Epoch:310]: Training Loss:0.0009289 + +2023-06-10 15:47:21,962 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 15:47:43,672 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 15:47:50,312 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 15:48:12,211 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 15:48:18,686 - wikidata12k_both - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.52509, Head : 0.3446, Avg : 0.43484 + +2023-06-10 15:48:18,686 - wikidata12k_both - [INFO] - [Epoch 310]: Training Loss: 0.00092885, Valid MRR: 0.45737, + + + +2023-06-10 15:48:19,343 - wikidata12k_both - [INFO] - [E:311| 0]: Train Loss:0.00091332, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:49:23,565 - wikidata12k_both - [INFO] - [E:311| 100]: Train Loss:0.00093224, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:50:27,824 - wikidata12k_both - [INFO] - [E:311| 200]: Train Loss:0.00093057, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:51:31,940 - wikidata12k_both - [INFO] - [E:311| 300]: Train Loss:0.00092933, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:52:36,121 - wikidata12k_both - [INFO] - [E:311| 400]: Train Loss:0.00092924, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:53:40,222 - wikidata12k_both - [INFO] - [E:311| 500]: Train Loss:0.000929, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:54:44,341 - wikidata12k_both - [INFO] - [E:311| 600]: Train Loss:0.00092946, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:55:48,521 - wikidata12k_both - [INFO] - [E:311| 700]: Train Loss:0.00092956, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:56:52,677 - wikidata12k_both - [INFO] - [E:311| 800]: Train Loss:0.0009293, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:57:56,814 - wikidata12k_both - [INFO] - [E:311| 900]: Train Loss:0.00092945, Val MRR:0.45737, wikidata12k_both +2023-06-10 15:59:01,015 - wikidata12k_both - [INFO] - [E:311| 1000]: Train Loss:0.00092928, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:00:05,184 - wikidata12k_both - [INFO] - [E:311| 1100]: Train Loss:0.00092919, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:01:09,341 - wikidata12k_both - [INFO] - [E:311| 1200]: Train Loss:0.00092925, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:02:13,594 - wikidata12k_both - [INFO] - [E:311| 1300]: Train Loss:0.00092936, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:03:17,671 - wikidata12k_both - [INFO] - [E:311| 1400]: Train Loss:0.00092919, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:04:21,943 - wikidata12k_both - [INFO] - [E:311| 1500]: Train Loss:0.00092899, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:05:26,100 - wikidata12k_both - [INFO] - [E:311| 1600]: Train Loss:0.00092892, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:06:08,043 - wikidata12k_both - [INFO] - [Epoch:311]: Training Loss:0.0009287 + +2023-06-10 16:06:08,262 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 16:06:29,976 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 16:06:36,605 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 16:06:58,467 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 16:07:04,951 - wikidata12k_both - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.5228, Head : 0.38278, Avg : 0.45279 + +2023-06-10 16:07:04,951 - wikidata12k_both - [INFO] - [Epoch 311]: Training Loss: 0.00092871, Valid MRR: 0.45737, + + + +2023-06-10 16:07:05,617 - wikidata12k_both - [INFO] - [E:312| 0]: Train Loss:0.00090655, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:08:09,888 - wikidata12k_both - [INFO] - [E:312| 100]: Train Loss:0.00093315, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:09:14,115 - wikidata12k_both - [INFO] - [E:312| 200]: Train Loss:0.00093069, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:10:18,220 - wikidata12k_both - [INFO] - [E:312| 300]: Train Loss:0.00093031, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:11:22,315 - wikidata12k_both - [INFO] - [E:312| 400]: Train Loss:0.00092929, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:12:26,465 - wikidata12k_both - [INFO] - [E:312| 500]: Train Loss:0.00092931, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:13:30,765 - wikidata12k_both - [INFO] - [E:312| 600]: Train Loss:0.00092942, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:14:34,841 - wikidata12k_both - [INFO] - [E:312| 700]: Train Loss:0.00092934, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:15:38,937 - wikidata12k_both - [INFO] - [E:312| 800]: Train Loss:0.00092908, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:16:43,095 - wikidata12k_both - [INFO] - [E:312| 900]: Train Loss:0.0009289, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:17:47,226 - wikidata12k_both - [INFO] - [E:312| 1000]: Train Loss:0.00092886, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:18:51,374 - wikidata12k_both - [INFO] - [E:312| 1100]: Train Loss:0.00092909, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:19:55,486 - wikidata12k_both - [INFO] - [E:312| 1200]: Train Loss:0.00092942, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:20:59,658 - wikidata12k_both - [INFO] - [E:312| 1300]: Train Loss:0.00092906, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:22:03,866 - wikidata12k_both - [INFO] - [E:312| 1400]: Train Loss:0.00092908, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:23:08,052 - wikidata12k_both - [INFO] - [E:312| 1500]: Train Loss:0.00092891, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:24:12,293 - wikidata12k_both - [INFO] - [E:312| 1600]: Train Loss:0.00092871, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:24:54,259 - wikidata12k_both - [INFO] - [Epoch:312]: Training Loss:0.0009287 + +2023-06-10 16:24:54,479 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 16:25:16,267 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 16:25:22,916 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 16:25:44,820 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 16:25:51,289 - wikidata12k_both - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.52502, Head : 0.36813, Avg : 0.44658 + +2023-06-10 16:25:51,289 - wikidata12k_both - [INFO] - [Epoch 312]: Training Loss: 0.00092868, Valid MRR: 0.45737, + + + +2023-06-10 16:25:51,946 - wikidata12k_both - [INFO] - [E:313| 0]: Train Loss:0.00090513, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:26:56,154 - wikidata12k_both - [INFO] - [E:313| 100]: Train Loss:0.00092612, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:28:00,314 - wikidata12k_both - [INFO] - [E:313| 200]: Train Loss:0.0009284, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:29:04,447 - wikidata12k_both - [INFO] - [E:313| 300]: Train Loss:0.00092828, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:30:08,565 - wikidata12k_both - [INFO] - [E:313| 400]: Train Loss:0.00092798, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:31:12,743 - wikidata12k_both - [INFO] - [E:313| 500]: Train Loss:0.00092823, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:32:16,967 - wikidata12k_both - [INFO] - [E:313| 600]: Train Loss:0.00092843, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:33:21,092 - wikidata12k_both - [INFO] - [E:313| 700]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:34:25,239 - wikidata12k_both - [INFO] - [E:313| 800]: Train Loss:0.00092857, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:35:29,330 - wikidata12k_both - [INFO] - [E:313| 900]: Train Loss:0.00092859, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:36:33,475 - wikidata12k_both - [INFO] - [E:313| 1000]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:37:37,679 - wikidata12k_both - [INFO] - [E:313| 1100]: Train Loss:0.00092834, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:38:41,829 - wikidata12k_both - [INFO] - [E:313| 1200]: Train Loss:0.00092865, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:39:45,962 - wikidata12k_both - [INFO] - [E:313| 1300]: Train Loss:0.00092844, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:40:50,123 - wikidata12k_both - [INFO] - [E:313| 1400]: Train Loss:0.00092872, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:41:54,344 - wikidata12k_both - [INFO] - [E:313| 1500]: Train Loss:0.00092866, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:42:58,534 - wikidata12k_both - [INFO] - [E:313| 1600]: Train Loss:0.00092861, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:43:40,536 - wikidata12k_both - [INFO] - [Epoch:313]: Training Loss:0.0009286 + +2023-06-10 16:43:40,756 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 16:44:02,479 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 16:44:09,123 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 16:44:31,093 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 16:44:37,569 - wikidata12k_both - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.52499, Head : 0.38553, Avg : 0.45526 + +2023-06-10 16:44:37,569 - wikidata12k_both - [INFO] - [Epoch 313]: Training Loss: 0.00092864, Valid MRR: 0.45737, + + + +2023-06-10 16:44:38,224 - wikidata12k_both - [INFO] - [E:314| 0]: Train Loss:0.00090334, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:45:42,449 - wikidata12k_both - [INFO] - [E:314| 100]: Train Loss:0.00093319, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:46:46,698 - wikidata12k_both - [INFO] - [E:314| 200]: Train Loss:0.00093044, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:47:50,834 - wikidata12k_both - [INFO] - [E:314| 300]: Train Loss:0.00093001, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:48:55,104 - wikidata12k_both - [INFO] - [E:314| 400]: Train Loss:0.00092904, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:49:59,319 - wikidata12k_both - [INFO] - [E:314| 500]: Train Loss:0.00092876, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:51:03,461 - wikidata12k_both - [INFO] - [E:314| 600]: Train Loss:0.00092875, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:52:07,694 - wikidata12k_both - [INFO] - [E:314| 700]: Train Loss:0.00092848, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:53:11,901 - wikidata12k_both - [INFO] - [E:314| 800]: Train Loss:0.00092874, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:54:16,042 - wikidata12k_both - [INFO] - [E:314| 900]: Train Loss:0.00092824, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:55:20,153 - wikidata12k_both - [INFO] - [E:314| 1000]: Train Loss:0.00092838, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:56:24,261 - wikidata12k_both - [INFO] - [E:314| 1100]: Train Loss:0.00092819, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:57:28,459 - wikidata12k_both - [INFO] - [E:314| 1200]: Train Loss:0.0009283, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:58:32,615 - wikidata12k_both - [INFO] - [E:314| 1300]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both +2023-06-10 16:59:36,798 - wikidata12k_both - [INFO] - [E:314| 1400]: Train Loss:0.00092847, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:00:40,878 - wikidata12k_both - [INFO] - [E:314| 1500]: Train Loss:0.00092866, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:01:45,059 - wikidata12k_both - [INFO] - [E:314| 1600]: Train Loss:0.00092868, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:02:27,007 - wikidata12k_both - [INFO] - [Epoch:314]: Training Loss:0.0009287 + +2023-06-10 17:02:27,227 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 17:02:48,944 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 17:02:55,589 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 17:03:17,509 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 17:03:23,994 - wikidata12k_both - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.52299, Head : 0.38861, Avg : 0.4558 + +2023-06-10 17:03:23,994 - wikidata12k_both - [INFO] - [Epoch 314]: Training Loss: 0.00092871, Valid MRR: 0.45737, + + + +2023-06-10 17:03:24,658 - wikidata12k_both - [INFO] - [E:315| 0]: Train Loss:0.00093459, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:04:28,821 - wikidata12k_both - [INFO] - [E:315| 100]: Train Loss:0.00092715, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:05:32,968 - wikidata12k_both - [INFO] - [E:315| 200]: Train Loss:0.00092632, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:06:37,055 - wikidata12k_both - [INFO] - [E:315| 300]: Train Loss:0.00092694, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:07:41,154 - wikidata12k_both - [INFO] - [E:315| 400]: Train Loss:0.00092749, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:08:45,322 - wikidata12k_both - [INFO] - [E:315| 500]: Train Loss:0.00092746, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:09:49,431 - wikidata12k_both - [INFO] - [E:315| 600]: Train Loss:0.00092761, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:10:53,596 - wikidata12k_both - [INFO] - [E:315| 700]: Train Loss:0.00092739, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:11:57,774 - wikidata12k_both - [INFO] - [E:315| 800]: Train Loss:0.00092765, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:13:01,989 - wikidata12k_both - [INFO] - [E:315| 900]: Train Loss:0.00092757, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:14:06,152 - wikidata12k_both - [INFO] - [E:315| 1000]: Train Loss:0.00092768, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:15:10,452 - wikidata12k_both - [INFO] - [E:315| 1100]: Train Loss:0.00092782, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:16:14,670 - wikidata12k_both - [INFO] - [E:315| 1200]: Train Loss:0.0009279, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:17:18,740 - wikidata12k_both - [INFO] - [E:315| 1300]: Train Loss:0.00092785, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:18:22,843 - wikidata12k_both - [INFO] - [E:315| 1400]: Train Loss:0.00092802, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:19:26,935 - wikidata12k_both - [INFO] - [E:315| 1500]: Train Loss:0.00092811, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:20:31,072 - wikidata12k_both - [INFO] - [E:315| 1600]: Train Loss:0.00092818, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:21:12,978 - wikidata12k_both - [INFO] - [Epoch:315]: Training Loss:0.0009284 + +2023-06-10 17:21:13,197 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 17:21:34,925 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 17:21:41,561 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 17:22:03,461 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 17:22:09,930 - wikidata12k_both - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.52487, Head : 0.34137, Avg : 0.43312 + +2023-06-10 17:22:09,930 - wikidata12k_both - [INFO] - [Epoch 315]: Training Loss: 0.00092839, Valid MRR: 0.45737, + + + +2023-06-10 17:22:10,586 - wikidata12k_both - [INFO] - [E:316| 0]: Train Loss:0.00096293, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:23:14,762 - wikidata12k_both - [INFO] - [E:316| 100]: Train Loss:0.00092631, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:24:18,886 - wikidata12k_both - [INFO] - [E:316| 200]: Train Loss:0.00092686, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:25:22,980 - wikidata12k_both - [INFO] - [E:316| 300]: Train Loss:0.00092639, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:26:27,081 - wikidata12k_both - [INFO] - [E:316| 400]: Train Loss:0.00092707, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:27:31,204 - wikidata12k_both - [INFO] - [E:316| 500]: Train Loss:0.00092732, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:28:35,320 - wikidata12k_both - [INFO] - [E:316| 600]: Train Loss:0.00092752, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:29:39,456 - wikidata12k_both - [INFO] - [E:316| 700]: Train Loss:0.00092779, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:30:43,583 - wikidata12k_both - [INFO] - [E:316| 800]: Train Loss:0.0009279, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:31:47,726 - wikidata12k_both - [INFO] - [E:316| 900]: Train Loss:0.00092779, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:32:51,901 - wikidata12k_both - [INFO] - [E:316| 1000]: Train Loss:0.00092814, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:33:56,003 - wikidata12k_both - [INFO] - [E:316| 1100]: Train Loss:0.00092784, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:35:00,169 - wikidata12k_both - [INFO] - [E:316| 1200]: Train Loss:0.00092783, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:36:04,299 - wikidata12k_both - [INFO] - [E:316| 1300]: Train Loss:0.00092818, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:37:08,464 - wikidata12k_both - [INFO] - [E:316| 1400]: Train Loss:0.00092792, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:38:12,589 - wikidata12k_both - [INFO] - [E:316| 1500]: Train Loss:0.00092805, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:39:16,781 - wikidata12k_both - [INFO] - [E:316| 1600]: Train Loss:0.00092812, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:39:58,711 - wikidata12k_both - [INFO] - [Epoch:316]: Training Loss:0.0009283 + +2023-06-10 17:39:58,930 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 17:40:20,626 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 17:40:27,263 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 17:40:49,149 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 17:40:55,615 - wikidata12k_both - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.52327, Head : 0.367, Avg : 0.44514 + +2023-06-10 17:40:55,615 - wikidata12k_both - [INFO] - [Epoch 316]: Training Loss: 0.00092834, Valid MRR: 0.45737, + + + +2023-06-10 17:40:56,272 - wikidata12k_both - [INFO] - [E:317| 0]: Train Loss:0.00096602, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:42:00,383 - wikidata12k_both - [INFO] - [E:317| 100]: Train Loss:0.00092957, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:43:04,600 - wikidata12k_both - [INFO] - [E:317| 200]: Train Loss:0.00092831, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:44:08,831 - wikidata12k_both - [INFO] - [E:317| 300]: Train Loss:0.00092835, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:45:13,165 - wikidata12k_both - [INFO] - [E:317| 400]: Train Loss:0.00092863, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:46:17,327 - wikidata12k_both - [INFO] - [E:317| 500]: Train Loss:0.0009289, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:47:21,505 - wikidata12k_both - [INFO] - [E:317| 600]: Train Loss:0.0009291, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:48:25,855 - wikidata12k_both - [INFO] - [E:317| 700]: Train Loss:0.00092864, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:49:30,002 - wikidata12k_both - [INFO] - [E:317| 800]: Train Loss:0.00092935, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:50:34,229 - wikidata12k_both - [INFO] - [E:317| 900]: Train Loss:0.00092913, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:51:38,477 - wikidata12k_both - [INFO] - [E:317| 1000]: Train Loss:0.00092916, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:52:42,664 - wikidata12k_both - [INFO] - [E:317| 1100]: Train Loss:0.0009295, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:53:46,947 - wikidata12k_both - [INFO] - [E:317| 1200]: Train Loss:0.00092939, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:54:51,229 - wikidata12k_both - [INFO] - [E:317| 1300]: Train Loss:0.00092935, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:55:55,472 - wikidata12k_both - [INFO] - [E:317| 1400]: Train Loss:0.00092921, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:56:59,749 - wikidata12k_both - [INFO] - [E:317| 1500]: Train Loss:0.00092891, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:58:03,977 - wikidata12k_both - [INFO] - [E:317| 1600]: Train Loss:0.00092907, Val MRR:0.45737, wikidata12k_both +2023-06-10 17:58:45,973 - wikidata12k_both - [INFO] - [Epoch:317]: Training Loss:0.0009289 + +2023-06-10 17:58:46,194 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 17:59:07,937 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 17:59:14,586 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 17:59:36,562 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 17:59:43,046 - wikidata12k_both - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.52695, Head : 0.373, Avg : 0.44997 + +2023-06-10 17:59:43,046 - wikidata12k_both - [INFO] - [Epoch 317]: Training Loss: 0.00092893, Valid MRR: 0.45737, + + + +2023-06-10 17:59:43,703 - wikidata12k_both - [INFO] - [E:318| 0]: Train Loss:0.00091273, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:00:47,959 - wikidata12k_both - [INFO] - [E:318| 100]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:01:52,192 - wikidata12k_both - [INFO] - [E:318| 200]: Train Loss:0.00092885, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:02:56,417 - wikidata12k_both - [INFO] - [E:318| 300]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:04:00,621 - wikidata12k_both - [INFO] - [E:318| 400]: Train Loss:0.00092788, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:05:04,917 - wikidata12k_both - [INFO] - [E:318| 500]: Train Loss:0.00092761, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:06:09,237 - wikidata12k_both - [INFO] - [E:318| 600]: Train Loss:0.00092774, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:07:13,510 - wikidata12k_both - [INFO] - [E:318| 700]: Train Loss:0.0009274, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:08:17,702 - wikidata12k_both - [INFO] - [E:318| 800]: Train Loss:0.00092739, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:09:22,019 - wikidata12k_both - [INFO] - [E:318| 900]: Train Loss:0.00092755, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:10:26,353 - wikidata12k_both - [INFO] - [E:318| 1000]: Train Loss:0.00092781, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:11:30,684 - wikidata12k_both - [INFO] - [E:318| 1100]: Train Loss:0.00092802, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:12:35,078 - wikidata12k_both - [INFO] - [E:318| 1200]: Train Loss:0.00092818, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:13:39,401 - wikidata12k_both - [INFO] - [E:318| 1300]: Train Loss:0.00092811, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:14:43,716 - wikidata12k_both - [INFO] - [E:318| 1400]: Train Loss:0.00092817, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:15:47,961 - wikidata12k_both - [INFO] - [E:318| 1500]: Train Loss:0.00092801, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:16:52,216 - wikidata12k_both - [INFO] - [E:318| 1600]: Train Loss:0.0009282, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:17:34,250 - wikidata12k_both - [INFO] - [Epoch:318]: Training Loss:0.0009283 + +2023-06-10 18:17:34,469 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 18:17:56,230 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 18:18:02,891 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 18:18:24,920 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 18:18:31,406 - wikidata12k_both - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.52883, Head : 0.38132, Avg : 0.45507 + +2023-06-10 18:18:31,406 - wikidata12k_both - [INFO] - [Epoch 318]: Training Loss: 0.00092833, Valid MRR: 0.45737, + + + +2023-06-10 18:18:32,065 - wikidata12k_both - [INFO] - [E:319| 0]: Train Loss:0.00093381, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:19:36,410 - wikidata12k_both - [INFO] - [E:319| 100]: Train Loss:0.00092883, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:20:40,778 - wikidata12k_both - [INFO] - [E:319| 200]: Train Loss:0.00092975, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:21:45,126 - wikidata12k_both - [INFO] - [E:319| 300]: Train Loss:0.00093044, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:22:49,389 - wikidata12k_both - [INFO] - [E:319| 400]: Train Loss:0.00092994, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:23:53,741 - wikidata12k_both - [INFO] - [E:319| 500]: Train Loss:0.00092954, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:24:57,946 - wikidata12k_both - [INFO] - [E:319| 600]: Train Loss:0.00092902, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:26:02,203 - wikidata12k_both - [INFO] - [E:319| 700]: Train Loss:0.00092809, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:27:06,576 - wikidata12k_both - [INFO] - [E:319| 800]: Train Loss:0.0009284, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:28:10,829 - wikidata12k_both - [INFO] - [E:319| 900]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:29:15,085 - wikidata12k_both - [INFO] - [E:319| 1000]: Train Loss:0.00092843, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:30:19,438 - wikidata12k_both - [INFO] - [E:319| 1100]: Train Loss:0.00092831, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:31:23,730 - wikidata12k_both - [INFO] - [E:319| 1200]: Train Loss:0.00092836, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:32:27,969 - wikidata12k_both - [INFO] - [E:319| 1300]: Train Loss:0.00092871, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:33:32,250 - wikidata12k_both - [INFO] - [E:319| 1400]: Train Loss:0.00092871, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:34:36,433 - wikidata12k_both - [INFO] - [E:319| 1500]: Train Loss:0.0009286, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:35:40,674 - wikidata12k_both - [INFO] - [E:319| 1600]: Train Loss:0.00092845, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:36:22,725 - wikidata12k_both - [INFO] - [Epoch:319]: Training Loss:0.0009282 + +2023-06-10 18:36:22,945 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 18:36:44,653 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 18:36:51,287 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 18:37:13,194 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 18:37:19,674 - wikidata12k_both - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.5225, Head : 0.34539, Avg : 0.43395 + MR: Tail : 837.86, Head : 877.53, Avg : 857.7 + Hit-1: Tail : 0.44395, Head : 0.22362, Avg : 0.33378 + Hit-3: Tail : 0.56653, Head : 0.41779, Avg : 0.49216 + Hit-10: Tail : 0.66367, Head : 0.57222, Avg : 0.61794 +2023-06-10 18:37:19,674 - wikidata12k_both - [INFO] - [Epoch 319]: Training Loss: 0.00092822, Valid MRR: 0.45737, + + + +2023-06-10 18:37:20,333 - wikidata12k_both - [INFO] - [E:320| 0]: Train Loss:0.00091954, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:38:24,570 - wikidata12k_both - [INFO] - [E:320| 100]: Train Loss:0.00093034, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:39:28,818 - wikidata12k_both - [INFO] - [E:320| 200]: Train Loss:0.00093001, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:40:33,020 - wikidata12k_both - [INFO] - [E:320| 300]: Train Loss:0.00092869, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:41:37,203 - wikidata12k_both - [INFO] - [E:320| 400]: Train Loss:0.00092863, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:42:41,401 - wikidata12k_both - [INFO] - [E:320| 500]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:43:45,555 - wikidata12k_both - [INFO] - [E:320| 600]: Train Loss:0.00092861, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:44:49,775 - wikidata12k_both - [INFO] - [E:320| 700]: Train Loss:0.00092898, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:45:53,974 - wikidata12k_both - [INFO] - [E:320| 800]: Train Loss:0.00092867, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:46:58,167 - wikidata12k_both - [INFO] - [E:320| 900]: Train Loss:0.00092863, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:48:02,407 - wikidata12k_both - [INFO] - [E:320| 1000]: Train Loss:0.00092862, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:49:06,638 - wikidata12k_both - [INFO] - [E:320| 1100]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:50:10,890 - wikidata12k_both - [INFO] - [E:320| 1200]: Train Loss:0.00092844, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:51:15,196 - wikidata12k_both - [INFO] - [E:320| 1300]: Train Loss:0.00092847, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:52:19,371 - wikidata12k_both - [INFO] - [E:320| 1400]: Train Loss:0.0009285, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:53:23,559 - wikidata12k_both - [INFO] - [E:320| 1500]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:54:27,810 - wikidata12k_both - [INFO] - [E:320| 1600]: Train Loss:0.00092847, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:55:09,719 - wikidata12k_both - [INFO] - [Epoch:320]: Training Loss:0.0009284 + +2023-06-10 18:55:09,940 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 18:55:31,660 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 18:55:38,290 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 18:56:00,200 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 18:56:06,665 - wikidata12k_both - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.52701, Head : 0.30451, Avg : 0.41576 + +2023-06-10 18:56:06,665 - wikidata12k_both - [INFO] - [Epoch 320]: Training Loss: 0.00092836, Valid MRR: 0.45737, + + + +2023-06-10 18:56:07,322 - wikidata12k_both - [INFO] - [E:321| 0]: Train Loss:0.00090835, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:57:11,586 - wikidata12k_both - [INFO] - [E:321| 100]: Train Loss:0.0009255, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:58:15,866 - wikidata12k_both - [INFO] - [E:321| 200]: Train Loss:0.00092494, Val MRR:0.45737, wikidata12k_both +2023-06-10 18:59:20,127 - wikidata12k_both - [INFO] - [E:321| 300]: Train Loss:0.00092634, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:00:24,377 - wikidata12k_both - [INFO] - [E:321| 400]: Train Loss:0.00092663, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:01:28,498 - wikidata12k_both - [INFO] - [E:321| 500]: Train Loss:0.00092701, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:02:32,638 - wikidata12k_both - [INFO] - [E:321| 600]: Train Loss:0.00092695, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:03:36,864 - wikidata12k_both - [INFO] - [E:321| 700]: Train Loss:0.00092754, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:04:41,092 - wikidata12k_both - [INFO] - [E:321| 800]: Train Loss:0.00092817, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:05:45,335 - wikidata12k_both - [INFO] - [E:321| 900]: Train Loss:0.00092862, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:06:49,521 - wikidata12k_both - [INFO] - [E:321| 1000]: Train Loss:0.00092842, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:07:53,668 - wikidata12k_both - [INFO] - [E:321| 1100]: Train Loss:0.00092868, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:08:57,922 - wikidata12k_both - [INFO] - [E:321| 1200]: Train Loss:0.00092886, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:10:02,161 - wikidata12k_both - [INFO] - [E:321| 1300]: Train Loss:0.00092887, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:11:06,399 - wikidata12k_both - [INFO] - [E:321| 1400]: Train Loss:0.00092863, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:12:10,686 - wikidata12k_both - [INFO] - [E:321| 1500]: Train Loss:0.00092855, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:13:14,941 - wikidata12k_both - [INFO] - [E:321| 1600]: Train Loss:0.00092849, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:13:56,841 - wikidata12k_both - [INFO] - [Epoch:321]: Training Loss:0.0009284 + +2023-06-10 19:13:57,060 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 19:14:18,787 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 19:14:25,443 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 19:14:47,392 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 19:14:53,867 - wikidata12k_both - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.51918, Head : 0.33075, Avg : 0.42496 + +2023-06-10 19:14:53,867 - wikidata12k_both - [INFO] - [Epoch 321]: Training Loss: 0.00092844, Valid MRR: 0.45737, + + + +2023-06-10 19:14:54,522 - wikidata12k_both - [INFO] - [E:322| 0]: Train Loss:0.00093115, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:15:58,711 - wikidata12k_both - [INFO] - [E:322| 100]: Train Loss:0.00092705, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:17:02,849 - wikidata12k_both - [INFO] - [E:322| 200]: Train Loss:0.000926, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:18:07,118 - wikidata12k_both - [INFO] - [E:322| 300]: Train Loss:0.00092902, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:19:11,243 - wikidata12k_both - [INFO] - [E:322| 400]: Train Loss:0.00092855, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:20:15,456 - wikidata12k_both - [INFO] - [E:322| 500]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:21:19,710 - wikidata12k_both - [INFO] - [E:322| 600]: Train Loss:0.00092816, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:22:23,974 - wikidata12k_both - [INFO] - [E:322| 700]: Train Loss:0.00092797, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:23:28,205 - wikidata12k_both - [INFO] - [E:322| 800]: Train Loss:0.00092839, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:24:32,449 - wikidata12k_both - [INFO] - [E:322| 900]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:25:36,718 - wikidata12k_both - [INFO] - [E:322| 1000]: Train Loss:0.00092822, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:26:40,980 - wikidata12k_both - [INFO] - [E:322| 1100]: Train Loss:0.00092838, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:27:45,233 - wikidata12k_both - [INFO] - [E:322| 1200]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:28:49,464 - wikidata12k_both - [INFO] - [E:322| 1300]: Train Loss:0.00092814, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:29:53,786 - wikidata12k_both - [INFO] - [E:322| 1400]: Train Loss:0.00092805, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:30:58,052 - wikidata12k_both - [INFO] - [E:322| 1500]: Train Loss:0.000928, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:32:02,274 - wikidata12k_both - [INFO] - [E:322| 1600]: Train Loss:0.00092804, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:32:44,234 - wikidata12k_both - [INFO] - [Epoch:322]: Training Loss:0.0009281 + +2023-06-10 19:32:44,454 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 19:33:06,168 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 19:33:12,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 19:33:34,730 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 19:33:41,200 - wikidata12k_both - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.52816, Head : 0.30678, Avg : 0.41747 + +2023-06-10 19:33:41,200 - wikidata12k_both - [INFO] - [Epoch 322]: Training Loss: 0.00092809, Valid MRR: 0.45737, + + + +2023-06-10 19:33:41,855 - wikidata12k_both - [INFO] - [E:323| 0]: Train Loss:0.0009241, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:34:46,021 - wikidata12k_both - [INFO] - [E:323| 100]: Train Loss:0.000924, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:35:50,341 - wikidata12k_both - [INFO] - [E:323| 200]: Train Loss:0.0009248, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:36:54,541 - wikidata12k_both - [INFO] - [E:323| 300]: Train Loss:0.00092627, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:37:58,792 - wikidata12k_both - [INFO] - [E:323| 400]: Train Loss:0.00092716, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:39:03,029 - wikidata12k_both - [INFO] - [E:323| 500]: Train Loss:0.00092746, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:40:07,323 - wikidata12k_both - [INFO] - [E:323| 600]: Train Loss:0.00092749, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:41:11,622 - wikidata12k_both - [INFO] - [E:323| 700]: Train Loss:0.00092764, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:42:15,812 - wikidata12k_both - [INFO] - [E:323| 800]: Train Loss:0.00092775, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:43:19,971 - wikidata12k_both - [INFO] - [E:323| 900]: Train Loss:0.00092758, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:44:24,236 - wikidata12k_both - [INFO] - [E:323| 1000]: Train Loss:0.00092744, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:45:28,468 - wikidata12k_both - [INFO] - [E:323| 1100]: Train Loss:0.0009276, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:46:32,653 - wikidata12k_both - [INFO] - [E:323| 1200]: Train Loss:0.00092773, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:47:36,949 - wikidata12k_both - [INFO] - [E:323| 1300]: Train Loss:0.00092803, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:48:41,158 - wikidata12k_both - [INFO] - [E:323| 1400]: Train Loss:0.00092805, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:49:45,381 - wikidata12k_both - [INFO] - [E:323| 1500]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:50:49,628 - wikidata12k_both - [INFO] - [E:323| 1600]: Train Loss:0.00092815, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:51:31,681 - wikidata12k_both - [INFO] - [Epoch:323]: Training Loss:0.0009281 + +2023-06-10 19:51:31,902 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 19:51:53,634 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 19:52:00,280 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 19:52:22,243 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 19:52:28,729 - wikidata12k_both - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.52496, Head : 0.31355, Avg : 0.41926 + +2023-06-10 19:52:28,729 - wikidata12k_both - [INFO] - [Epoch 323]: Training Loss: 0.0009281, Valid MRR: 0.45737, + + + +2023-06-10 19:52:29,387 - wikidata12k_both - [INFO] - [E:324| 0]: Train Loss:0.00092027, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:53:33,673 - wikidata12k_both - [INFO] - [E:324| 100]: Train Loss:0.00092666, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:54:37,818 - wikidata12k_both - [INFO] - [E:324| 200]: Train Loss:0.00092874, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:55:42,033 - wikidata12k_both - [INFO] - [E:324| 300]: Train Loss:0.00092848, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:56:46,367 - wikidata12k_both - [INFO] - [E:324| 400]: Train Loss:0.00092798, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:57:50,642 - wikidata12k_both - [INFO] - [E:324| 500]: Train Loss:0.00092818, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:58:54,948 - wikidata12k_both - [INFO] - [E:324| 600]: Train Loss:0.00092796, Val MRR:0.45737, wikidata12k_both +2023-06-10 19:59:59,152 - wikidata12k_both - [INFO] - [E:324| 700]: Train Loss:0.00092753, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:01:03,461 - wikidata12k_both - [INFO] - [E:324| 800]: Train Loss:0.00092717, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:02:07,763 - wikidata12k_both - [INFO] - [E:324| 900]: Train Loss:0.00092722, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:03:11,997 - wikidata12k_both - [INFO] - [E:324| 1000]: Train Loss:0.00092688, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:04:16,239 - wikidata12k_both - [INFO] - [E:324| 1100]: Train Loss:0.00092686, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:05:20,488 - wikidata12k_both - [INFO] - [E:324| 1200]: Train Loss:0.00092704, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:06:24,603 - wikidata12k_both - [INFO] - [E:324| 1300]: Train Loss:0.00092725, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:07:28,828 - wikidata12k_both - [INFO] - [E:324| 1400]: Train Loss:0.00092728, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:08:33,061 - wikidata12k_both - [INFO] - [E:324| 1500]: Train Loss:0.00092768, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:09:37,240 - wikidata12k_both - [INFO] - [E:324| 1600]: Train Loss:0.0009279, Val MRR:0.45737, wikidata12k_both +2023-06-10 20:10:19,151 - wikidata12k_both - [INFO] - [Epoch:324]: Training Loss:0.0009279 + +2023-06-10 20:10:19,370 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 20:10:41,057 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 20:10:47,708 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 20:11:09,686 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 20:11:16,166 - wikidata12k_both - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.52717, Head : 0.39182, Avg : 0.4595 + +2023-06-10 20:11:17,306 - wikidata12k_both - [INFO] - [Epoch 324]: Training Loss: 0.00092794, Valid MRR: 0.4595, + + + +2023-06-10 20:11:17,962 - wikidata12k_both - [INFO] - [E:325| 0]: Train Loss:0.00092712, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:12:22,152 - wikidata12k_both - [INFO] - [E:325| 100]: Train Loss:0.00092766, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:13:26,466 - wikidata12k_both - [INFO] - [E:325| 200]: Train Loss:0.0009283, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:14:30,726 - wikidata12k_both - [INFO] - [E:325| 300]: Train Loss:0.00092964, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:15:34,936 - wikidata12k_both - [INFO] - [E:325| 400]: Train Loss:0.00092876, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:16:39,131 - wikidata12k_both - [INFO] - [E:325| 500]: Train Loss:0.00092785, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:17:43,368 - wikidata12k_both - [INFO] - [E:325| 600]: Train Loss:0.00092767, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:18:47,585 - wikidata12k_both - [INFO] - [E:325| 700]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:19:51,934 - wikidata12k_both - [INFO] - [E:325| 800]: Train Loss:0.00092724, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:20:56,233 - wikidata12k_both - [INFO] - [E:325| 900]: Train Loss:0.00092733, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:22:00,518 - wikidata12k_both - [INFO] - [E:325| 1000]: Train Loss:0.00092801, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:23:04,831 - wikidata12k_both - [INFO] - [E:325| 1100]: Train Loss:0.00092803, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:24:09,093 - wikidata12k_both - [INFO] - [E:325| 1200]: Train Loss:0.00092804, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:25:13,239 - wikidata12k_both - [INFO] - [E:325| 1300]: Train Loss:0.000928, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:26:17,475 - wikidata12k_both - [INFO] - [E:325| 1400]: Train Loss:0.00092815, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:27:21,752 - wikidata12k_both - [INFO] - [E:325| 1500]: Train Loss:0.00092827, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:28:25,992 - wikidata12k_both - [INFO] - [E:325| 1600]: Train Loss:0.00092817, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:29:08,013 - wikidata12k_both - [INFO] - [Epoch:325]: Training Loss:0.0009282 + +2023-06-10 20:29:08,233 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 20:29:29,963 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 20:29:36,599 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 20:29:58,515 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 20:30:04,985 - wikidata12k_both - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.52433, Head : 0.37682, Avg : 0.45057 + +2023-06-10 20:30:04,985 - wikidata12k_both - [INFO] - [Epoch 325]: Training Loss: 0.0009282, Valid MRR: 0.4595, + + + +2023-06-10 20:30:05,642 - wikidata12k_both - [INFO] - [E:326| 0]: Train Loss:0.00090823, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:31:09,869 - wikidata12k_both - [INFO] - [E:326| 100]: Train Loss:0.00092889, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:32:14,122 - wikidata12k_both - [INFO] - [E:326| 200]: Train Loss:0.00092809, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:33:18,324 - wikidata12k_both - [INFO] - [E:326| 300]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:34:22,508 - wikidata12k_both - [INFO] - [E:326| 400]: Train Loss:0.00092737, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:35:26,775 - wikidata12k_both - [INFO] - [E:326| 500]: Train Loss:0.0009276, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:36:30,942 - wikidata12k_both - [INFO] - [E:326| 600]: Train Loss:0.00092763, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:37:35,096 - wikidata12k_both - [INFO] - [E:326| 700]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:38:39,396 - wikidata12k_both - [INFO] - [E:326| 800]: Train Loss:0.00092744, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:39:43,684 - wikidata12k_both - [INFO] - [E:326| 900]: Train Loss:0.00092703, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:40:47,955 - wikidata12k_both - [INFO] - [E:326| 1000]: Train Loss:0.00092722, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:41:52,180 - wikidata12k_both - [INFO] - [E:326| 1100]: Train Loss:0.00092717, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:42:56,400 - wikidata12k_both - [INFO] - [E:326| 1200]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:44:00,689 - wikidata12k_both - [INFO] - [E:326| 1300]: Train Loss:0.00092738, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:45:04,804 - wikidata12k_both - [INFO] - [E:326| 1400]: Train Loss:0.00092778, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:46:08,985 - wikidata12k_both - [INFO] - [E:326| 1500]: Train Loss:0.00092771, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:47:13,282 - wikidata12k_both - [INFO] - [E:326| 1600]: Train Loss:0.00092786, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:47:55,223 - wikidata12k_both - [INFO] - [Epoch:326]: Training Loss:0.0009279 + +2023-06-10 20:47:55,444 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 20:48:17,155 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 20:48:23,791 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 20:48:45,694 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 20:48:52,169 - wikidata12k_both - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.52368, Head : 0.37419, Avg : 0.44894 + +2023-06-10 20:48:52,169 - wikidata12k_both - [INFO] - [Epoch 326]: Training Loss: 0.00092794, Valid MRR: 0.4595, + + + +2023-06-10 20:48:52,826 - wikidata12k_both - [INFO] - [E:327| 0]: Train Loss:0.00091635, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:49:57,002 - wikidata12k_both - [INFO] - [E:327| 100]: Train Loss:0.0009276, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:51:01,135 - wikidata12k_both - [INFO] - [E:327| 200]: Train Loss:0.00092818, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:52:05,241 - wikidata12k_both - [INFO] - [E:327| 300]: Train Loss:0.00092745, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:53:09,504 - wikidata12k_both - [INFO] - [E:327| 400]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:54:13,658 - wikidata12k_both - [INFO] - [E:327| 500]: Train Loss:0.00092729, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:55:17,776 - wikidata12k_both - [INFO] - [E:327| 600]: Train Loss:0.0009279, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:56:22,028 - wikidata12k_both - [INFO] - [E:327| 700]: Train Loss:0.000928, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:57:26,162 - wikidata12k_both - [INFO] - [E:327| 800]: Train Loss:0.00092796, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:58:30,496 - wikidata12k_both - [INFO] - [E:327| 900]: Train Loss:0.00092775, Val MRR:0.4595, wikidata12k_both +2023-06-10 20:59:34,691 - wikidata12k_both - [INFO] - [E:327| 1000]: Train Loss:0.00092761, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:00:38,941 - wikidata12k_both - [INFO] - [E:327| 1100]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:01:43,185 - wikidata12k_both - [INFO] - [E:327| 1200]: Train Loss:0.00092776, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:02:47,440 - wikidata12k_both - [INFO] - [E:327| 1300]: Train Loss:0.00092761, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:03:51,649 - wikidata12k_both - [INFO] - [E:327| 1400]: Train Loss:0.0009277, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:04:55,875 - wikidata12k_both - [INFO] - [E:327| 1500]: Train Loss:0.00092779, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:06:00,031 - wikidata12k_both - [INFO] - [E:327| 1600]: Train Loss:0.00092773, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:06:42,029 - wikidata12k_both - [INFO] - [Epoch:327]: Training Loss:0.0009279 + +2023-06-10 21:06:42,248 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 21:07:03,969 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 21:07:10,638 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 21:07:32,615 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 21:07:39,090 - wikidata12k_both - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.52684, Head : 0.37894, Avg : 0.45289 + +2023-06-10 21:07:39,090 - wikidata12k_both - [INFO] - [Epoch 327]: Training Loss: 0.00092795, Valid MRR: 0.4595, + + + +2023-06-10 21:07:39,747 - wikidata12k_both - [INFO] - [E:328| 0]: Train Loss:0.00098242, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:08:44,020 - wikidata12k_both - [INFO] - [E:328| 100]: Train Loss:0.00092788, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:09:48,218 - wikidata12k_both - [INFO] - [E:328| 200]: Train Loss:0.00092898, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:10:52,445 - wikidata12k_both - [INFO] - [E:328| 300]: Train Loss:0.00092803, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:11:56,609 - wikidata12k_both - [INFO] - [E:328| 400]: Train Loss:0.00092833, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:13:00,843 - wikidata12k_both - [INFO] - [E:328| 500]: Train Loss:0.00092942, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:14:05,097 - wikidata12k_both - [INFO] - [E:328| 600]: Train Loss:0.00092932, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:15:09,250 - wikidata12k_both - [INFO] - [E:328| 700]: Train Loss:0.00092959, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:16:13,597 - wikidata12k_both - [INFO] - [E:328| 800]: Train Loss:0.00092928, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:17:17,768 - wikidata12k_both - [INFO] - [E:328| 900]: Train Loss:0.00092923, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:18:22,002 - wikidata12k_both - [INFO] - [E:328| 1000]: Train Loss:0.00092903, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:19:26,280 - wikidata12k_both - [INFO] - [E:328| 1100]: Train Loss:0.00092875, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:20:30,534 - wikidata12k_both - [INFO] - [E:328| 1200]: Train Loss:0.00092844, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:21:34,676 - wikidata12k_both - [INFO] - [E:328| 1300]: Train Loss:0.00092846, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:22:38,952 - wikidata12k_both - [INFO] - [E:328| 1400]: Train Loss:0.0009284, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:23:43,078 - wikidata12k_both - [INFO] - [E:328| 1500]: Train Loss:0.00092853, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:24:47,200 - wikidata12k_both - [INFO] - [E:328| 1600]: Train Loss:0.00092854, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:25:29,225 - wikidata12k_both - [INFO] - [Epoch:328]: Training Loss:0.0009284 + +2023-06-10 21:25:29,445 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 21:25:51,145 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 21:25:57,771 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 21:26:19,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 21:26:26,193 - wikidata12k_both - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.52226, Head : 0.37533, Avg : 0.44879 + +2023-06-10 21:26:26,193 - wikidata12k_both - [INFO] - [Epoch 328]: Training Loss: 0.0009284, Valid MRR: 0.4595, + + + +2023-06-10 21:26:26,852 - wikidata12k_both - [INFO] - [E:329| 0]: Train Loss:0.00091356, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:27:31,059 - wikidata12k_both - [INFO] - [E:329| 100]: Train Loss:0.00092632, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:28:35,333 - wikidata12k_both - [INFO] - [E:329| 200]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:29:39,536 - wikidata12k_both - [INFO] - [E:329| 300]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:30:43,765 - wikidata12k_both - [INFO] - [E:329| 400]: Train Loss:0.00092789, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:31:47,948 - wikidata12k_both - [INFO] - [E:329| 500]: Train Loss:0.00092779, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:32:52,060 - wikidata12k_both - [INFO] - [E:329| 600]: Train Loss:0.0009277, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:33:56,213 - wikidata12k_both - [INFO] - [E:329| 700]: Train Loss:0.00092767, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:35:00,370 - wikidata12k_both - [INFO] - [E:329| 800]: Train Loss:0.00092717, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:36:04,518 - wikidata12k_both - [INFO] - [E:329| 900]: Train Loss:0.00092688, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:37:08,747 - wikidata12k_both - [INFO] - [E:329| 1000]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:38:12,940 - wikidata12k_both - [INFO] - [E:329| 1100]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:39:17,191 - wikidata12k_both - [INFO] - [E:329| 1200]: Train Loss:0.00092736, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:40:21,409 - wikidata12k_both - [INFO] - [E:329| 1300]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:41:25,630 - wikidata12k_both - [INFO] - [E:329| 1400]: Train Loss:0.00092755, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:42:29,838 - wikidata12k_both - [INFO] - [E:329| 1500]: Train Loss:0.00092754, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:43:33,965 - wikidata12k_both - [INFO] - [E:329| 1600]: Train Loss:0.00092772, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:44:15,847 - wikidata12k_both - [INFO] - [Epoch:329]: Training Loss:0.0009278 + +2023-06-10 21:44:16,067 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 21:44:37,744 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 21:44:44,370 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 21:45:06,260 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 21:45:12,728 - wikidata12k_both - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.52257, Head : 0.38235, Avg : 0.45246 + MR: Tail : 813.9, Head : 881.42, Avg : 847.66 + Hit-1: Tail : 0.44424, Head : 0.28335, Avg : 0.3638 + Hit-3: Tail : 0.56467, Head : 0.43766, Avg : 0.50117 + Hit-10: Tail : 0.66248, Head : 0.57527, Avg : 0.61887 +2023-06-10 21:45:12,728 - wikidata12k_both - [INFO] - [Epoch 329]: Training Loss: 0.00092785, Valid MRR: 0.4595, + + + +2023-06-10 21:45:13,383 - wikidata12k_both - [INFO] - [E:330| 0]: Train Loss:0.00091009, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:46:17,686 - wikidata12k_both - [INFO] - [E:330| 100]: Train Loss:0.00092999, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:47:21,887 - wikidata12k_both - [INFO] - [E:330| 200]: Train Loss:0.0009287, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:48:26,080 - wikidata12k_both - [INFO] - [E:330| 300]: Train Loss:0.00092753, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:49:30,302 - wikidata12k_both - [INFO] - [E:330| 400]: Train Loss:0.00092836, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:50:34,411 - wikidata12k_both - [INFO] - [E:330| 500]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:51:38,580 - wikidata12k_both - [INFO] - [E:330| 600]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:52:42,844 - wikidata12k_both - [INFO] - [E:330| 700]: Train Loss:0.00092735, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:53:47,025 - wikidata12k_both - [INFO] - [E:330| 800]: Train Loss:0.00092762, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:54:51,257 - wikidata12k_both - [INFO] - [E:330| 900]: Train Loss:0.00092718, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:55:55,487 - wikidata12k_both - [INFO] - [E:330| 1000]: Train Loss:0.00092762, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:56:59,717 - wikidata12k_both - [INFO] - [E:330| 1100]: Train Loss:0.00092762, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:58:03,940 - wikidata12k_both - [INFO] - [E:330| 1200]: Train Loss:0.00092763, Val MRR:0.4595, wikidata12k_both +2023-06-10 21:59:08,009 - wikidata12k_both - [INFO] - [E:330| 1300]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:00:12,175 - wikidata12k_both - [INFO] - [E:330| 1400]: Train Loss:0.000928, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:01:16,382 - wikidata12k_both - [INFO] - [E:330| 1500]: Train Loss:0.00092823, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:02:20,561 - wikidata12k_both - [INFO] - [E:330| 1600]: Train Loss:0.00092798, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:03:02,541 - wikidata12k_both - [INFO] - [Epoch:330]: Training Loss:0.0009278 + +2023-06-10 22:03:02,760 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 22:03:24,469 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 22:03:31,105 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 22:03:53,044 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 22:03:59,510 - wikidata12k_both - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.52335, Head : 0.38663, Avg : 0.45499 + +2023-06-10 22:03:59,510 - wikidata12k_both - [INFO] - [Epoch 330]: Training Loss: 0.00092784, Valid MRR: 0.4595, + + + +2023-06-10 22:04:00,167 - wikidata12k_both - [INFO] - [E:331| 0]: Train Loss:0.00091718, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:05:04,312 - wikidata12k_both - [INFO] - [E:331| 100]: Train Loss:0.00092938, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:06:08,533 - wikidata12k_both - [INFO] - [E:331| 200]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:07:12,730 - wikidata12k_both - [INFO] - [E:331| 300]: Train Loss:0.0009278, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:08:16,918 - wikidata12k_both - [INFO] - [E:331| 400]: Train Loss:0.00092791, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:09:21,150 - wikidata12k_both - [INFO] - [E:331| 500]: Train Loss:0.00092787, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:10:25,421 - wikidata12k_both - [INFO] - [E:331| 600]: Train Loss:0.00092788, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:11:29,662 - wikidata12k_both - [INFO] - [E:331| 700]: Train Loss:0.00092772, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:12:33,932 - wikidata12k_both - [INFO] - [E:331| 800]: Train Loss:0.00092775, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:13:38,067 - wikidata12k_both - [INFO] - [E:331| 900]: Train Loss:0.00092798, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:14:42,186 - wikidata12k_both - [INFO] - [E:331| 1000]: Train Loss:0.00092785, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:15:46,425 - wikidata12k_both - [INFO] - [E:331| 1100]: Train Loss:0.0009279, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:16:50,535 - wikidata12k_both - [INFO] - [E:331| 1200]: Train Loss:0.00092813, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:17:54,767 - wikidata12k_both - [INFO] - [E:331| 1300]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:18:59,012 - wikidata12k_both - [INFO] - [E:331| 1400]: Train Loss:0.00092775, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:20:03,193 - wikidata12k_both - [INFO] - [E:331| 1500]: Train Loss:0.00092786, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:21:07,352 - wikidata12k_both - [INFO] - [E:331| 1600]: Train Loss:0.00092773, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:21:49,324 - wikidata12k_both - [INFO] - [Epoch:331]: Training Loss:0.0009276 + +2023-06-10 22:21:49,544 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 22:22:11,243 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 22:22:17,890 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 22:22:39,794 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 22:22:46,260 - wikidata12k_both - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.52229, Head : 0.38673, Avg : 0.45451 + +2023-06-10 22:22:46,260 - wikidata12k_both - [INFO] - [Epoch 331]: Training Loss: 0.00092763, Valid MRR: 0.4595, + + + +2023-06-10 22:22:46,914 - wikidata12k_both - [INFO] - [E:332| 0]: Train Loss:0.00092931, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:23:51,102 - wikidata12k_both - [INFO] - [E:332| 100]: Train Loss:0.00092897, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:24:55,356 - wikidata12k_both - [INFO] - [E:332| 200]: Train Loss:0.00093018, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:25:59,551 - wikidata12k_both - [INFO] - [E:332| 300]: Train Loss:0.00092893, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:27:03,691 - wikidata12k_both - [INFO] - [E:332| 400]: Train Loss:0.00092858, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:28:07,818 - wikidata12k_both - [INFO] - [E:332| 500]: Train Loss:0.00092867, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:29:11,945 - wikidata12k_both - [INFO] - [E:332| 600]: Train Loss:0.0009289, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:30:16,063 - wikidata12k_both - [INFO] - [E:332| 700]: Train Loss:0.00092851, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:31:20,380 - wikidata12k_both - [INFO] - [E:332| 800]: Train Loss:0.00092824, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:32:24,592 - wikidata12k_both - [INFO] - [E:332| 900]: Train Loss:0.00092855, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:33:28,848 - wikidata12k_both - [INFO] - [E:332| 1000]: Train Loss:0.00092839, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:34:32,981 - wikidata12k_both - [INFO] - [E:332| 1100]: Train Loss:0.00092852, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:35:37,204 - wikidata12k_both - [INFO] - [E:332| 1200]: Train Loss:0.00092844, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:36:41,533 - wikidata12k_both - [INFO] - [E:332| 1300]: Train Loss:0.00092844, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:37:45,727 - wikidata12k_both - [INFO] - [E:332| 1400]: Train Loss:0.00092824, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:38:49,941 - wikidata12k_both - [INFO] - [E:332| 1500]: Train Loss:0.00092784, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:39:54,178 - wikidata12k_both - [INFO] - [E:332| 1600]: Train Loss:0.00092775, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:40:36,177 - wikidata12k_both - [INFO] - [Epoch:332]: Training Loss:0.0009277 + +2023-06-10 22:40:36,398 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 22:40:58,113 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 22:41:04,747 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 22:41:26,675 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 22:41:33,154 - wikidata12k_both - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.52471, Head : 0.38002, Avg : 0.45237 + +2023-06-10 22:41:33,154 - wikidata12k_both - [INFO] - [Epoch 332]: Training Loss: 0.00092768, Valid MRR: 0.4595, + + + +2023-06-10 22:41:33,811 - wikidata12k_both - [INFO] - [E:333| 0]: Train Loss:0.00093571, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:42:38,154 - wikidata12k_both - [INFO] - [E:333| 100]: Train Loss:0.00092818, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:43:42,324 - wikidata12k_both - [INFO] - [E:333| 200]: Train Loss:0.00092838, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:44:46,465 - wikidata12k_both - [INFO] - [E:333| 300]: Train Loss:0.0009271, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:45:50,658 - wikidata12k_both - [INFO] - [E:333| 400]: Train Loss:0.00092795, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:46:54,852 - wikidata12k_both - [INFO] - [E:333| 500]: Train Loss:0.00092776, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:47:59,059 - wikidata12k_both - [INFO] - [E:333| 600]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:49:03,219 - wikidata12k_both - [INFO] - [E:333| 700]: Train Loss:0.00092746, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:50:07,328 - wikidata12k_both - [INFO] - [E:333| 800]: Train Loss:0.00092738, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:51:11,617 - wikidata12k_both - [INFO] - [E:333| 900]: Train Loss:0.00092736, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:52:15,896 - wikidata12k_both - [INFO] - [E:333| 1000]: Train Loss:0.0009275, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:53:20,178 - wikidata12k_both - [INFO] - [E:333| 1100]: Train Loss:0.00092753, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:54:24,431 - wikidata12k_both - [INFO] - [E:333| 1200]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:55:28,698 - wikidata12k_both - [INFO] - [E:333| 1300]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:56:32,923 - wikidata12k_both - [INFO] - [E:333| 1400]: Train Loss:0.00092725, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:57:37,143 - wikidata12k_both - [INFO] - [E:333| 1500]: Train Loss:0.00092728, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:58:41,315 - wikidata12k_both - [INFO] - [E:333| 1600]: Train Loss:0.00092746, Val MRR:0.4595, wikidata12k_both +2023-06-10 22:59:23,315 - wikidata12k_both - [INFO] - [Epoch:333]: Training Loss:0.0009275 + +2023-06-10 22:59:23,535 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 22:59:45,250 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 22:59:51,901 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 23:00:13,846 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 23:00:20,319 - wikidata12k_both - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.51973, Head : 0.37901, Avg : 0.44937 + +2023-06-10 23:00:20,319 - wikidata12k_both - [INFO] - [Epoch 333]: Training Loss: 0.00092745, Valid MRR: 0.4595, + + + +2023-06-10 23:00:20,976 - wikidata12k_both - [INFO] - [E:334| 0]: Train Loss:0.00092033, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:01:25,202 - wikidata12k_both - [INFO] - [E:334| 100]: Train Loss:0.00092619, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:02:29,425 - wikidata12k_both - [INFO] - [E:334| 200]: Train Loss:0.00092678, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:03:33,661 - wikidata12k_both - [INFO] - [E:334| 300]: Train Loss:0.00092714, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:04:37,815 - wikidata12k_both - [INFO] - [E:334| 400]: Train Loss:0.00092743, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:05:42,062 - wikidata12k_both - [INFO] - [E:334| 500]: Train Loss:0.0009272, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:06:46,263 - wikidata12k_both - [INFO] - [E:334| 600]: Train Loss:0.00092744, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:07:50,422 - wikidata12k_both - [INFO] - [E:334| 700]: Train Loss:0.00092705, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:08:54,677 - wikidata12k_both - [INFO] - [E:334| 800]: Train Loss:0.00092699, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:09:58,936 - wikidata12k_both - [INFO] - [E:334| 900]: Train Loss:0.00092705, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:11:03,191 - wikidata12k_both - [INFO] - [E:334| 1000]: Train Loss:0.00092701, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:12:07,441 - wikidata12k_both - [INFO] - [E:334| 1100]: Train Loss:0.000927, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:13:11,555 - wikidata12k_both - [INFO] - [E:334| 1200]: Train Loss:0.00092728, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:14:15,673 - wikidata12k_both - [INFO] - [E:334| 1300]: Train Loss:0.00092733, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:15:19,893 - wikidata12k_both - [INFO] - [E:334| 1400]: Train Loss:0.0009273, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:16:24,119 - wikidata12k_both - [INFO] - [E:334| 1500]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:17:28,392 - wikidata12k_both - [INFO] - [E:334| 1600]: Train Loss:0.00092755, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:18:10,472 - wikidata12k_both - [INFO] - [Epoch:334]: Training Loss:0.0009275 + +2023-06-10 23:18:10,693 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 23:18:32,388 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 23:18:39,018 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 23:19:00,918 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 23:19:07,392 - wikidata12k_both - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.5249, Head : 0.37671, Avg : 0.4508 + +2023-06-10 23:19:07,392 - wikidata12k_both - [INFO] - [Epoch 334]: Training Loss: 0.00092752, Valid MRR: 0.4595, + + + +2023-06-10 23:19:08,048 - wikidata12k_both - [INFO] - [E:335| 0]: Train Loss:0.00092219, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:20:12,247 - wikidata12k_both - [INFO] - [E:335| 100]: Train Loss:0.00092593, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:21:16,478 - wikidata12k_both - [INFO] - [E:335| 200]: Train Loss:0.00092614, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:22:20,747 - wikidata12k_both - [INFO] - [E:335| 300]: Train Loss:0.0009272, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:23:24,862 - wikidata12k_both - [INFO] - [E:335| 400]: Train Loss:0.000927, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:24:29,156 - wikidata12k_both - [INFO] - [E:335| 500]: Train Loss:0.00092766, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:25:33,397 - wikidata12k_both - [INFO] - [E:335| 600]: Train Loss:0.00092809, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:26:37,629 - wikidata12k_both - [INFO] - [E:335| 700]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:27:41,893 - wikidata12k_both - [INFO] - [E:335| 800]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:28:46,057 - wikidata12k_both - [INFO] - [E:335| 900]: Train Loss:0.00092818, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:29:50,345 - wikidata12k_both - [INFO] - [E:335| 1000]: Train Loss:0.00092787, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:30:54,458 - wikidata12k_both - [INFO] - [E:335| 1100]: Train Loss:0.00092792, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:31:58,642 - wikidata12k_both - [INFO] - [E:335| 1200]: Train Loss:0.00092765, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:33:02,841 - wikidata12k_both - [INFO] - [E:335| 1300]: Train Loss:0.00092799, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:34:06,986 - wikidata12k_both - [INFO] - [E:335| 1400]: Train Loss:0.00092786, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:35:11,172 - wikidata12k_both - [INFO] - [E:335| 1500]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:36:15,414 - wikidata12k_both - [INFO] - [E:335| 1600]: Train Loss:0.00092771, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:36:57,382 - wikidata12k_both - [INFO] - [Epoch:335]: Training Loss:0.0009279 + +2023-06-10 23:36:57,601 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 23:37:19,333 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 23:37:25,970 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 23:37:47,883 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 23:37:54,354 - wikidata12k_both - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.52559, Head : 0.36528, Avg : 0.44543 + +2023-06-10 23:37:54,354 - wikidata12k_both - [INFO] - [Epoch 335]: Training Loss: 0.00092785, Valid MRR: 0.4595, + + + +2023-06-10 23:37:55,012 - wikidata12k_both - [INFO] - [E:336| 0]: Train Loss:0.00091124, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:38:59,321 - wikidata12k_both - [INFO] - [E:336| 100]: Train Loss:0.00092589, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:40:03,548 - wikidata12k_both - [INFO] - [E:336| 200]: Train Loss:0.00092633, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:41:07,826 - wikidata12k_both - [INFO] - [E:336| 300]: Train Loss:0.0009264, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:42:12,136 - wikidata12k_both - [INFO] - [E:336| 400]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:43:16,387 - wikidata12k_both - [INFO] - [E:336| 500]: Train Loss:0.00092738, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:44:20,697 - wikidata12k_both - [INFO] - [E:336| 600]: Train Loss:0.00092731, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:45:24,870 - wikidata12k_both - [INFO] - [E:336| 700]: Train Loss:0.00092709, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:46:29,015 - wikidata12k_both - [INFO] - [E:336| 800]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:47:33,285 - wikidata12k_both - [INFO] - [E:336| 900]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:48:37,561 - wikidata12k_both - [INFO] - [E:336| 1000]: Train Loss:0.00092706, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:49:41,758 - wikidata12k_both - [INFO] - [E:336| 1100]: Train Loss:0.00092715, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:50:46,021 - wikidata12k_both - [INFO] - [E:336| 1200]: Train Loss:0.0009275, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:51:50,151 - wikidata12k_both - [INFO] - [E:336| 1300]: Train Loss:0.00092745, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:52:54,355 - wikidata12k_both - [INFO] - [E:336| 1400]: Train Loss:0.00092767, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:53:58,637 - wikidata12k_both - [INFO] - [E:336| 1500]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:55:02,728 - wikidata12k_both - [INFO] - [E:336| 1600]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:55:44,627 - wikidata12k_both - [INFO] - [Epoch:336]: Training Loss:0.0009275 + +2023-06-10 23:55:44,846 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-10 23:56:06,579 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-10 23:56:13,243 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-10 23:56:35,197 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-10 23:56:41,679 - wikidata12k_both - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.5234, Head : 0.39219, Avg : 0.45779 + +2023-06-10 23:56:41,679 - wikidata12k_both - [INFO] - [Epoch 336]: Training Loss: 0.00092748, Valid MRR: 0.4595, + + + +2023-06-10 23:56:42,336 - wikidata12k_both - [INFO] - [E:337| 0]: Train Loss:0.00092384, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:57:46,646 - wikidata12k_both - [INFO] - [E:337| 100]: Train Loss:0.00092543, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:58:50,958 - wikidata12k_both - [INFO] - [E:337| 200]: Train Loss:0.00092712, Val MRR:0.4595, wikidata12k_both +2023-06-10 23:59:55,239 - wikidata12k_both - [INFO] - [E:337| 300]: Train Loss:0.00092707, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:00:59,489 - wikidata12k_both - [INFO] - [E:337| 400]: Train Loss:0.00092715, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:02:03,687 - wikidata12k_both - [INFO] - [E:337| 500]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:03:07,927 - wikidata12k_both - [INFO] - [E:337| 600]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:04:12,130 - wikidata12k_both - [INFO] - [E:337| 700]: Train Loss:0.00092747, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:05:16,415 - wikidata12k_both - [INFO] - [E:337| 800]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:06:20,715 - wikidata12k_both - [INFO] - [E:337| 900]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:07:24,987 - wikidata12k_both - [INFO] - [E:337| 1000]: Train Loss:0.00092753, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:08:29,247 - wikidata12k_both - [INFO] - [E:337| 1100]: Train Loss:0.00092737, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:09:33,464 - wikidata12k_both - [INFO] - [E:337| 1200]: Train Loss:0.00092746, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:10:37,598 - wikidata12k_both - [INFO] - [E:337| 1300]: Train Loss:0.00092738, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:11:41,774 - wikidata12k_both - [INFO] - [E:337| 1400]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:12:46,014 - wikidata12k_both - [INFO] - [E:337| 1500]: Train Loss:0.00092754, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:13:50,217 - wikidata12k_both - [INFO] - [E:337| 1600]: Train Loss:0.00092768, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:14:32,237 - wikidata12k_both - [INFO] - [Epoch:337]: Training Loss:0.0009276 + +2023-06-11 00:14:32,458 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 00:14:54,162 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 00:15:00,794 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 00:15:22,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 00:15:29,182 - wikidata12k_both - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.52619, Head : 0.35783, Avg : 0.44201 + +2023-06-11 00:15:29,182 - wikidata12k_both - [INFO] - [Epoch 337]: Training Loss: 0.00092761, Valid MRR: 0.4595, + + + +2023-06-11 00:15:29,837 - wikidata12k_both - [INFO] - [E:338| 0]: Train Loss:0.00090816, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:16:34,102 - wikidata12k_both - [INFO] - [E:338| 100]: Train Loss:0.00092588, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:17:38,416 - wikidata12k_both - [INFO] - [E:338| 200]: Train Loss:0.00092492, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:18:42,698 - wikidata12k_both - [INFO] - [E:338| 300]: Train Loss:0.00092798, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:19:46,917 - wikidata12k_both - [INFO] - [E:338| 400]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:20:51,102 - wikidata12k_both - [INFO] - [E:338| 500]: Train Loss:0.00092763, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:21:55,250 - wikidata12k_both - [INFO] - [E:338| 600]: Train Loss:0.00092774, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:22:59,440 - wikidata12k_both - [INFO] - [E:338| 700]: Train Loss:0.00092733, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:24:03,636 - wikidata12k_both - [INFO] - [E:338| 800]: Train Loss:0.00092768, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:25:07,935 - wikidata12k_both - [INFO] - [E:338| 900]: Train Loss:0.00092806, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:26:12,137 - wikidata12k_both - [INFO] - [E:338| 1000]: Train Loss:0.00092789, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:27:16,267 - wikidata12k_both - [INFO] - [E:338| 1100]: Train Loss:0.00092794, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:28:20,481 - wikidata12k_both - [INFO] - [E:338| 1200]: Train Loss:0.00092794, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:29:24,694 - wikidata12k_both - [INFO] - [E:338| 1300]: Train Loss:0.00092801, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:30:28,859 - wikidata12k_both - [INFO] - [E:338| 1400]: Train Loss:0.00092765, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:31:32,993 - wikidata12k_both - [INFO] - [E:338| 1500]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:32:37,253 - wikidata12k_both - [INFO] - [E:338| 1600]: Train Loss:0.00092764, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:33:19,205 - wikidata12k_both - [INFO] - [Epoch:338]: Training Loss:0.0009277 + +2023-06-11 00:33:19,426 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 00:33:41,137 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 00:33:47,775 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 00:34:09,688 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 00:34:16,169 - wikidata12k_both - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.52959, Head : 0.36565, Avg : 0.44762 + +2023-06-11 00:34:16,169 - wikidata12k_both - [INFO] - [Epoch 338]: Training Loss: 0.00092772, Valid MRR: 0.4595, + + + +2023-06-11 00:34:16,829 - wikidata12k_both - [INFO] - [E:339| 0]: Train Loss:0.00091899, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:35:21,146 - wikidata12k_both - [INFO] - [E:339| 100]: Train Loss:0.00092806, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:36:25,366 - wikidata12k_both - [INFO] - [E:339| 200]: Train Loss:0.00092824, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:37:29,581 - wikidata12k_both - [INFO] - [E:339| 300]: Train Loss:0.00092895, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:38:33,856 - wikidata12k_both - [INFO] - [E:339| 400]: Train Loss:0.00092806, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:39:38,072 - wikidata12k_both - [INFO] - [E:339| 500]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:40:42,396 - wikidata12k_both - [INFO] - [E:339| 600]: Train Loss:0.00092762, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:41:46,563 - wikidata12k_both - [INFO] - [E:339| 700]: Train Loss:0.00092783, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:42:50,736 - wikidata12k_both - [INFO] - [E:339| 800]: Train Loss:0.00092778, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:43:54,948 - wikidata12k_both - [INFO] - [E:339| 900]: Train Loss:0.00092766, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:44:59,181 - wikidata12k_both - [INFO] - [E:339| 1000]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:46:03,412 - wikidata12k_both - [INFO] - [E:339| 1100]: Train Loss:0.00092718, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:47:07,675 - wikidata12k_both - [INFO] - [E:339| 1200]: Train Loss:0.00092721, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:48:11,840 - wikidata12k_both - [INFO] - [E:339| 1300]: Train Loss:0.00092704, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:49:16,063 - wikidata12k_both - [INFO] - [E:339| 1400]: Train Loss:0.00092712, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:50:20,368 - wikidata12k_both - [INFO] - [E:339| 1500]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:51:24,578 - wikidata12k_both - [INFO] - [E:339| 1600]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:52:06,492 - wikidata12k_both - [INFO] - [Epoch:339]: Training Loss:0.0009274 + +2023-06-11 00:52:06,714 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 00:52:28,408 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 00:52:35,069 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 00:52:57,033 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 00:53:03,504 - wikidata12k_both - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.52297, Head : 0.35987, Avg : 0.44142 + MR: Tail : 852.95, Head : 880.9, Avg : 866.93 + Hit-1: Tail : 0.44341, Head : 0.26145, Avg : 0.35243 + Hit-3: Tail : 0.56689, Head : 0.41007, Avg : 0.48848 + Hit-10: Tail : 0.66858, Head : 0.56024, Avg : 0.61441 +2023-06-11 00:53:03,505 - wikidata12k_both - [INFO] - [Epoch 339]: Training Loss: 0.00092743, Valid MRR: 0.4595, + + + +2023-06-11 00:53:04,162 - wikidata12k_both - [INFO] - [E:340| 0]: Train Loss:0.00098523, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:54:08,428 - wikidata12k_both - [INFO] - [E:340| 100]: Train Loss:0.00092871, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:55:12,655 - wikidata12k_both - [INFO] - [E:340| 200]: Train Loss:0.00092683, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:56:16,822 - wikidata12k_both - [INFO] - [E:340| 300]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:57:20,913 - wikidata12k_both - [INFO] - [E:340| 400]: Train Loss:0.0009273, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:58:25,091 - wikidata12k_both - [INFO] - [E:340| 500]: Train Loss:0.0009278, Val MRR:0.4595, wikidata12k_both +2023-06-11 00:59:29,388 - wikidata12k_both - [INFO] - [E:340| 600]: Train Loss:0.00092692, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:00:33,535 - wikidata12k_both - [INFO] - [E:340| 700]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:01:37,842 - wikidata12k_both - [INFO] - [E:340| 800]: Train Loss:0.0009271, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:02:42,113 - wikidata12k_both - [INFO] - [E:340| 900]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:03:46,365 - wikidata12k_both - [INFO] - [E:340| 1000]: Train Loss:0.00092763, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:04:50,654 - wikidata12k_both - [INFO] - [E:340| 1100]: Train Loss:0.00092748, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:05:54,769 - wikidata12k_both - [INFO] - [E:340| 1200]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:06:58,888 - wikidata12k_both - [INFO] - [E:340| 1300]: Train Loss:0.00092722, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:08:03,242 - wikidata12k_both - [INFO] - [E:340| 1400]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:09:07,483 - wikidata12k_both - [INFO] - [E:340| 1500]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:10:11,786 - wikidata12k_both - [INFO] - [E:340| 1600]: Train Loss:0.00092733, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:10:53,760 - wikidata12k_both - [INFO] - [Epoch:340]: Training Loss:0.0009272 + +2023-06-11 01:10:53,979 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 01:11:15,715 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 01:11:22,350 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 01:11:44,268 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 01:11:50,747 - wikidata12k_both - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.52552, Head : 0.33963, Avg : 0.43257 + +2023-06-11 01:11:50,747 - wikidata12k_both - [INFO] - [Epoch 340]: Training Loss: 0.00092722, Valid MRR: 0.4595, + + + +2023-06-11 01:11:51,403 - wikidata12k_both - [INFO] - [E:341| 0]: Train Loss:0.00091, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:12:55,570 - wikidata12k_both - [INFO] - [E:341| 100]: Train Loss:0.00092784, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:13:59,701 - wikidata12k_both - [INFO] - [E:341| 200]: Train Loss:0.00092863, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:15:03,936 - wikidata12k_both - [INFO] - [E:341| 300]: Train Loss:0.00092783, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:16:08,063 - wikidata12k_both - [INFO] - [E:341| 400]: Train Loss:0.00092739, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:17:12,297 - wikidata12k_both - [INFO] - [E:341| 500]: Train Loss:0.00092773, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:18:16,409 - wikidata12k_both - [INFO] - [E:341| 600]: Train Loss:0.00092766, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:19:20,554 - wikidata12k_both - [INFO] - [E:341| 700]: Train Loss:0.00092713, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:20:24,685 - wikidata12k_both - [INFO] - [E:341| 800]: Train Loss:0.00092715, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:21:28,911 - wikidata12k_both - [INFO] - [E:341| 900]: Train Loss:0.00092702, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:22:33,230 - wikidata12k_both - [INFO] - [E:341| 1000]: Train Loss:0.00092701, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:23:37,332 - wikidata12k_both - [INFO] - [E:341| 1100]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:24:41,487 - wikidata12k_both - [INFO] - [E:341| 1200]: Train Loss:0.0009272, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:25:45,672 - wikidata12k_both - [INFO] - [E:341| 1300]: Train Loss:0.00092746, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:26:49,821 - wikidata12k_both - [INFO] - [E:341| 1400]: Train Loss:0.00092752, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:27:53,941 - wikidata12k_both - [INFO] - [E:341| 1500]: Train Loss:0.00092747, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:28:58,101 - wikidata12k_both - [INFO] - [E:341| 1600]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:29:39,967 - wikidata12k_both - [INFO] - [Epoch:341]: Training Loss:0.0009274 + +2023-06-11 01:29:40,187 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 01:30:01,881 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 01:30:08,522 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 01:30:30,429 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 01:30:36,901 - wikidata12k_both - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.52746, Head : 0.28655, Avg : 0.40701 + +2023-06-11 01:30:36,901 - wikidata12k_both - [INFO] - [Epoch 341]: Training Loss: 0.00092736, Valid MRR: 0.4595, + + + +2023-06-11 01:30:37,558 - wikidata12k_both - [INFO] - [E:342| 0]: Train Loss:0.00099921, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:31:41,728 - wikidata12k_both - [INFO] - [E:342| 100]: Train Loss:0.00092965, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:32:45,902 - wikidata12k_both - [INFO] - [E:342| 200]: Train Loss:0.00093142, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:33:50,057 - wikidata12k_both - [INFO] - [E:342| 300]: Train Loss:0.00092951, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:34:54,307 - wikidata12k_both - [INFO] - [E:342| 400]: Train Loss:0.00092833, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:35:58,396 - wikidata12k_both - [INFO] - [E:342| 500]: Train Loss:0.00092786, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:37:02,520 - wikidata12k_both - [INFO] - [E:342| 600]: Train Loss:0.00092725, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:38:06,662 - wikidata12k_both - [INFO] - [E:342| 700]: Train Loss:0.0009275, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:39:10,899 - wikidata12k_both - [INFO] - [E:342| 800]: Train Loss:0.00092731, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:40:15,133 - wikidata12k_both - [INFO] - [E:342| 900]: Train Loss:0.00092693, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:41:19,349 - wikidata12k_both - [INFO] - [E:342| 1000]: Train Loss:0.00092688, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:42:23,560 - wikidata12k_both - [INFO] - [E:342| 1100]: Train Loss:0.00092662, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:43:27,901 - wikidata12k_both - [INFO] - [E:342| 1200]: Train Loss:0.00092665, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:44:32,065 - wikidata12k_both - [INFO] - [E:342| 1300]: Train Loss:0.00092667, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:45:36,162 - wikidata12k_both - [INFO] - [E:342| 1400]: Train Loss:0.0009269, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:46:40,297 - wikidata12k_both - [INFO] - [E:342| 1500]: Train Loss:0.00092709, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:47:44,407 - wikidata12k_both - [INFO] - [E:342| 1600]: Train Loss:0.0009272, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:48:26,323 - wikidata12k_both - [INFO] - [Epoch:342]: Training Loss:0.0009272 + +2023-06-11 01:48:26,543 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 01:48:48,249 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 01:48:54,878 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 01:49:16,805 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 01:49:23,302 - wikidata12k_both - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.52682, Head : 0.36975, Avg : 0.44828 + +2023-06-11 01:49:23,302 - wikidata12k_both - [INFO] - [Epoch 342]: Training Loss: 0.00092723, Valid MRR: 0.4595, + + + +2023-06-11 01:49:23,957 - wikidata12k_both - [INFO] - [E:343| 0]: Train Loss:0.0009418, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:50:28,212 - wikidata12k_both - [INFO] - [E:343| 100]: Train Loss:0.00092944, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:51:32,345 - wikidata12k_both - [INFO] - [E:343| 200]: Train Loss:0.00092748, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:52:36,567 - wikidata12k_both - [INFO] - [E:343| 300]: Train Loss:0.00092622, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:53:40,759 - wikidata12k_both - [INFO] - [E:343| 400]: Train Loss:0.00092689, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:54:44,943 - wikidata12k_both - [INFO] - [E:343| 500]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:55:49,279 - wikidata12k_both - [INFO] - [E:343| 600]: Train Loss:0.00092741, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:56:53,522 - wikidata12k_both - [INFO] - [E:343| 700]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:57:57,789 - wikidata12k_both - [INFO] - [E:343| 800]: Train Loss:0.00092699, Val MRR:0.4595, wikidata12k_both +2023-06-11 01:59:02,128 - wikidata12k_both - [INFO] - [E:343| 900]: Train Loss:0.00092691, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:00:06,428 - wikidata12k_both - [INFO] - [E:343| 1000]: Train Loss:0.00092739, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:01:10,785 - wikidata12k_both - [INFO] - [E:343| 1100]: Train Loss:0.00092742, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:02:14,968 - wikidata12k_both - [INFO] - [E:343| 1200]: Train Loss:0.00092743, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:03:19,184 - wikidata12k_both - [INFO] - [E:343| 1300]: Train Loss:0.00092736, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:04:23,456 - wikidata12k_both - [INFO] - [E:343| 1400]: Train Loss:0.00092717, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:05:27,618 - wikidata12k_both - [INFO] - [E:343| 1500]: Train Loss:0.00092715, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:06:31,741 - wikidata12k_both - [INFO] - [E:343| 1600]: Train Loss:0.00092725, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:07:13,730 - wikidata12k_both - [INFO] - [Epoch:343]: Training Loss:0.0009274 + +2023-06-11 02:07:13,950 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 02:07:35,664 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 02:07:42,294 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 02:08:04,176 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 02:08:10,656 - wikidata12k_both - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.52598, Head : 0.38378, Avg : 0.45488 + +2023-06-11 02:08:10,656 - wikidata12k_both - [INFO] - [Epoch 343]: Training Loss: 0.0009274, Valid MRR: 0.4595, + + + +2023-06-11 02:08:11,316 - wikidata12k_both - [INFO] - [E:344| 0]: Train Loss:0.00094906, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:09:15,587 - wikidata12k_both - [INFO] - [E:344| 100]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:10:19,887 - wikidata12k_both - [INFO] - [E:344| 200]: Train Loss:0.00092682, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:11:24,025 - wikidata12k_both - [INFO] - [E:344| 300]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:12:28,150 - wikidata12k_both - [INFO] - [E:344| 400]: Train Loss:0.00092764, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:13:32,432 - wikidata12k_both - [INFO] - [E:344| 500]: Train Loss:0.00092783, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:14:36,585 - wikidata12k_both - [INFO] - [E:344| 600]: Train Loss:0.00092758, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:15:40,723 - wikidata12k_both - [INFO] - [E:344| 700]: Train Loss:0.00092718, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:16:44,989 - wikidata12k_both - [INFO] - [E:344| 800]: Train Loss:0.00092711, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:17:49,103 - wikidata12k_both - [INFO] - [E:344| 900]: Train Loss:0.00092744, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:18:53,226 - wikidata12k_both - [INFO] - [E:344| 1000]: Train Loss:0.00092764, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:19:57,531 - wikidata12k_both - [INFO] - [E:344| 1100]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:21:01,730 - wikidata12k_both - [INFO] - [E:344| 1200]: Train Loss:0.0009275, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:22:06,010 - wikidata12k_both - [INFO] - [E:344| 1300]: Train Loss:0.00092736, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:23:10,236 - wikidata12k_both - [INFO] - [E:344| 1400]: Train Loss:0.00092737, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:24:14,478 - wikidata12k_both - [INFO] - [E:344| 1500]: Train Loss:0.00092741, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:25:18,700 - wikidata12k_both - [INFO] - [E:344| 1600]: Train Loss:0.00092748, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:26:00,704 - wikidata12k_both - [INFO] - [Epoch:344]: Training Loss:0.0009274 + +2023-06-11 02:26:00,925 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 02:26:22,639 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 02:26:29,268 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 02:26:51,162 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 02:26:57,630 - wikidata12k_both - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.52351, Head : 0.38027, Avg : 0.45189 + +2023-06-11 02:26:57,630 - wikidata12k_both - [INFO] - [Epoch 344]: Training Loss: 0.00092736, Valid MRR: 0.4595, + + + +2023-06-11 02:26:58,288 - wikidata12k_both - [INFO] - [E:345| 0]: Train Loss:0.00094472, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:28:02,504 - wikidata12k_both - [INFO] - [E:345| 100]: Train Loss:0.00092704, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:29:06,766 - wikidata12k_both - [INFO] - [E:345| 200]: Train Loss:0.00092558, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:30:11,126 - wikidata12k_both - [INFO] - [E:345| 300]: Train Loss:0.00092625, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:31:15,299 - wikidata12k_both - [INFO] - [E:345| 400]: Train Loss:0.00092599, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:32:19,410 - wikidata12k_both - [INFO] - [E:345| 500]: Train Loss:0.00092627, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:33:23,631 - wikidata12k_both - [INFO] - [E:345| 600]: Train Loss:0.00092607, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:34:27,867 - wikidata12k_both - [INFO] - [E:345| 700]: Train Loss:0.00092583, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:35:31,985 - wikidata12k_both - [INFO] - [E:345| 800]: Train Loss:0.0009258, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:36:36,188 - wikidata12k_both - [INFO] - [E:345| 900]: Train Loss:0.00092608, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:37:40,483 - wikidata12k_both - [INFO] - [E:345| 1000]: Train Loss:0.0009266, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:38:44,741 - wikidata12k_both - [INFO] - [E:345| 1100]: Train Loss:0.00092699, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:39:49,033 - wikidata12k_both - [INFO] - [E:345| 1200]: Train Loss:0.00092695, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:40:53,163 - wikidata12k_both - [INFO] - [E:345| 1300]: Train Loss:0.00092657, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:41:57,317 - wikidata12k_both - [INFO] - [E:345| 1400]: Train Loss:0.00092661, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:43:01,542 - wikidata12k_both - [INFO] - [E:345| 1500]: Train Loss:0.00092683, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:44:05,686 - wikidata12k_both - [INFO] - [E:345| 1600]: Train Loss:0.00092699, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:44:47,588 - wikidata12k_both - [INFO] - [Epoch:345]: Training Loss:0.0009269 + +2023-06-11 02:44:47,807 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 02:45:09,510 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 02:45:16,132 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 02:45:38,009 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 02:45:44,508 - wikidata12k_both - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.52569, Head : 0.38282, Avg : 0.45426 + +2023-06-11 02:45:44,509 - wikidata12k_both - [INFO] - [Epoch 345]: Training Loss: 0.00092689, Valid MRR: 0.4595, + + + +2023-06-11 02:45:45,164 - wikidata12k_both - [INFO] - [E:346| 0]: Train Loss:0.00093583, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:46:49,404 - wikidata12k_both - [INFO] - [E:346| 100]: Train Loss:0.00092626, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:47:53,515 - wikidata12k_both - [INFO] - [E:346| 200]: Train Loss:0.00092605, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:48:57,739 - wikidata12k_both - [INFO] - [E:346| 300]: Train Loss:0.000927, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:50:01,996 - wikidata12k_both - [INFO] - [E:346| 400]: Train Loss:0.00092681, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:51:06,209 - wikidata12k_both - [INFO] - [E:346| 500]: Train Loss:0.00092621, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:52:10,426 - wikidata12k_both - [INFO] - [E:346| 600]: Train Loss:0.0009265, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:53:14,570 - wikidata12k_both - [INFO] - [E:346| 700]: Train Loss:0.00092665, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:54:18,709 - wikidata12k_both - [INFO] - [E:346| 800]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:55:22,978 - wikidata12k_both - [INFO] - [E:346| 900]: Train Loss:0.00092695, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:56:27,164 - wikidata12k_both - [INFO] - [E:346| 1000]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:57:31,336 - wikidata12k_both - [INFO] - [E:346| 1100]: Train Loss:0.0009269, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:58:35,572 - wikidata12k_both - [INFO] - [E:346| 1200]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both +2023-06-11 02:59:39,816 - wikidata12k_both - [INFO] - [E:346| 1300]: Train Loss:0.00092719, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:00:44,104 - wikidata12k_both - [INFO] - [E:346| 1400]: Train Loss:0.00092716, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:01:48,351 - wikidata12k_both - [INFO] - [E:346| 1500]: Train Loss:0.0009273, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:02:52,562 - wikidata12k_both - [INFO] - [E:346| 1600]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:03:34,541 - wikidata12k_both - [INFO] - [Epoch:346]: Training Loss:0.0009273 + +2023-06-11 03:03:34,762 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 03:03:56,444 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 03:04:03,078 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 03:04:24,978 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 03:04:31,442 - wikidata12k_both - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.52603, Head : 0.38581, Avg : 0.45592 + +2023-06-11 03:04:31,442 - wikidata12k_both - [INFO] - [Epoch 346]: Training Loss: 0.00092731, Valid MRR: 0.4595, + + + +2023-06-11 03:04:32,098 - wikidata12k_both - [INFO] - [E:347| 0]: Train Loss:0.00092461, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:05:36,276 - wikidata12k_both - [INFO] - [E:347| 100]: Train Loss:0.00092516, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:06:40,528 - wikidata12k_both - [INFO] - [E:347| 200]: Train Loss:0.00092633, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:07:44,618 - wikidata12k_both - [INFO] - [E:347| 300]: Train Loss:0.00092652, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:08:48,715 - wikidata12k_both - [INFO] - [E:347| 400]: Train Loss:0.00092661, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:09:52,966 - wikidata12k_both - [INFO] - [E:347| 500]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:10:57,108 - wikidata12k_both - [INFO] - [E:347| 600]: Train Loss:0.00092669, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:12:01,232 - wikidata12k_both - [INFO] - [E:347| 700]: Train Loss:0.00092701, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:13:05,382 - wikidata12k_both - [INFO] - [E:347| 800]: Train Loss:0.00092708, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:14:09,492 - wikidata12k_both - [INFO] - [E:347| 900]: Train Loss:0.00092698, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:15:13,655 - wikidata12k_both - [INFO] - [E:347| 1000]: Train Loss:0.00092677, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:16:17,981 - wikidata12k_both - [INFO] - [E:347| 1100]: Train Loss:0.00092649, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:17:22,223 - wikidata12k_both - [INFO] - [E:347| 1200]: Train Loss:0.00092661, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:18:26,387 - wikidata12k_both - [INFO] - [E:347| 1300]: Train Loss:0.00092657, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:19:30,615 - wikidata12k_both - [INFO] - [E:347| 1400]: Train Loss:0.00092675, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:20:34,835 - wikidata12k_both - [INFO] - [E:347| 1500]: Train Loss:0.00092669, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:21:39,114 - wikidata12k_both - [INFO] - [E:347| 1600]: Train Loss:0.0009267, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:22:20,999 - wikidata12k_both - [INFO] - [Epoch:347]: Training Loss:0.0009269 + +2023-06-11 03:22:21,219 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 03:22:42,908 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 03:22:49,541 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 03:23:11,495 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 03:23:17,963 - wikidata12k_both - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.52607, Head : 0.36971, Avg : 0.44789 + +2023-06-11 03:23:17,964 - wikidata12k_both - [INFO] - [Epoch 347]: Training Loss: 0.00092692, Valid MRR: 0.4595, + + + +2023-06-11 03:23:18,622 - wikidata12k_both - [INFO] - [E:348| 0]: Train Loss:0.00092205, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:24:22,870 - wikidata12k_both - [INFO] - [E:348| 100]: Train Loss:0.00092337, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:25:27,025 - wikidata12k_both - [INFO] - [E:348| 200]: Train Loss:0.00092531, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:26:31,189 - wikidata12k_both - [INFO] - [E:348| 300]: Train Loss:0.00092505, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:27:35,393 - wikidata12k_both - [INFO] - [E:348| 400]: Train Loss:0.00092627, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:28:39,632 - wikidata12k_both - [INFO] - [E:348| 500]: Train Loss:0.0009263, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:29:43,799 - wikidata12k_both - [INFO] - [E:348| 600]: Train Loss:0.00092693, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:30:48,095 - wikidata12k_both - [INFO] - [E:348| 700]: Train Loss:0.00092692, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:31:52,214 - wikidata12k_both - [INFO] - [E:348| 800]: Train Loss:0.00092692, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:32:56,336 - wikidata12k_both - [INFO] - [E:348| 900]: Train Loss:0.00092663, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:34:00,598 - wikidata12k_both - [INFO] - [E:348| 1000]: Train Loss:0.00092647, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:35:04,829 - wikidata12k_both - [INFO] - [E:348| 1100]: Train Loss:0.00092666, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:36:09,057 - wikidata12k_both - [INFO] - [E:348| 1200]: Train Loss:0.00092684, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:37:13,262 - wikidata12k_both - [INFO] - [E:348| 1300]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:38:17,500 - wikidata12k_both - [INFO] - [E:348| 1400]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:39:21,697 - wikidata12k_both - [INFO] - [E:348| 1500]: Train Loss:0.00092716, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:40:25,815 - wikidata12k_both - [INFO] - [E:348| 1600]: Train Loss:0.00092701, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:41:07,747 - wikidata12k_both - [INFO] - [Epoch:348]: Training Loss:0.000927 + +2023-06-11 03:41:07,966 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 03:41:29,653 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 03:41:36,280 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 03:41:58,240 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 03:42:04,726 - wikidata12k_both - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.52813, Head : 0.35983, Avg : 0.44398 + +2023-06-11 03:42:04,726 - wikidata12k_both - [INFO] - [Epoch 348]: Training Loss: 0.00092703, Valid MRR: 0.4595, + + + +2023-06-11 03:42:05,382 - wikidata12k_both - [INFO] - [E:349| 0]: Train Loss:0.00090657, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:43:09,493 - wikidata12k_both - [INFO] - [E:349| 100]: Train Loss:0.00092453, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:44:13,637 - wikidata12k_both - [INFO] - [E:349| 200]: Train Loss:0.0009246, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:45:17,909 - wikidata12k_both - [INFO] - [E:349| 300]: Train Loss:0.00092507, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:46:22,014 - wikidata12k_both - [INFO] - [E:349| 400]: Train Loss:0.0009256, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:47:26,169 - wikidata12k_both - [INFO] - [E:349| 500]: Train Loss:0.00092528, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:48:30,372 - wikidata12k_both - [INFO] - [E:349| 600]: Train Loss:0.00092514, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:49:34,493 - wikidata12k_both - [INFO] - [E:349| 700]: Train Loss:0.00092534, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:50:38,618 - wikidata12k_both - [INFO] - [E:349| 800]: Train Loss:0.00092571, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:51:42,878 - wikidata12k_both - [INFO] - [E:349| 900]: Train Loss:0.00092573, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:52:47,103 - wikidata12k_both - [INFO] - [E:349| 1000]: Train Loss:0.00092605, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:53:51,389 - wikidata12k_both - [INFO] - [E:349| 1100]: Train Loss:0.00092585, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:54:55,544 - wikidata12k_both - [INFO] - [E:349| 1200]: Train Loss:0.00092597, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:55:59,675 - wikidata12k_both - [INFO] - [E:349| 1300]: Train Loss:0.00092624, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:57:03,911 - wikidata12k_both - [INFO] - [E:349| 1400]: Train Loss:0.00092659, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:58:08,040 - wikidata12k_both - [INFO] - [E:349| 1500]: Train Loss:0.00092688, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:59:12,159 - wikidata12k_both - [INFO] - [E:349| 1600]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both +2023-06-11 03:59:54,111 - wikidata12k_both - [INFO] - [Epoch:349]: Training Loss:0.0009268 + +2023-06-11 03:59:54,330 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 04:00:16,061 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 04:00:22,708 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 04:00:44,595 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 04:00:51,062 - wikidata12k_both - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.52188, Head : 0.30862, Avg : 0.41525 + MR: Tail : 837.16, Head : 872.88, Avg : 855.02 + Hit-1: Tail : 0.44293, Head : 0.18854, Avg : 0.31574 + Hit-3: Tail : 0.56773, Head : 0.34902, Avg : 0.45837 + Hit-10: Tail : 0.66727, Head : 0.56731, Avg : 0.61729 +2023-06-11 04:00:51,062 - wikidata12k_both - [INFO] - [Epoch 349]: Training Loss: 0.00092681, Valid MRR: 0.4595, + + + +2023-06-11 04:00:51,719 - wikidata12k_both - [INFO] - [E:350| 0]: Train Loss:0.00091256, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:01:55,887 - wikidata12k_both - [INFO] - [E:350| 100]: Train Loss:0.00092442, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:03:00,114 - wikidata12k_both - [INFO] - [E:350| 200]: Train Loss:0.00092534, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:04:04,353 - wikidata12k_both - [INFO] - [E:350| 300]: Train Loss:0.00092584, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:05:08,468 - wikidata12k_both - [INFO] - [E:350| 400]: Train Loss:0.00092649, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:06:12,675 - wikidata12k_both - [INFO] - [E:350| 500]: Train Loss:0.00092677, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:07:16,780 - wikidata12k_both - [INFO] - [E:350| 600]: Train Loss:0.00092683, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:08:20,918 - wikidata12k_both - [INFO] - [E:350| 700]: Train Loss:0.00092684, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:09:25,115 - wikidata12k_both - [INFO] - [E:350| 800]: Train Loss:0.00092651, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:10:29,219 - wikidata12k_both - [INFO] - [E:350| 900]: Train Loss:0.00092624, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:11:33,330 - wikidata12k_both - [INFO] - [E:350| 1000]: Train Loss:0.00092633, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:12:37,412 - wikidata12k_both - [INFO] - [E:350| 1100]: Train Loss:0.00092615, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:13:41,552 - wikidata12k_both - [INFO] - [E:350| 1200]: Train Loss:0.00092616, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:14:45,707 - wikidata12k_both - [INFO] - [E:350| 1300]: Train Loss:0.00092632, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:15:49,914 - wikidata12k_both - [INFO] - [E:350| 1400]: Train Loss:0.00092668, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:16:54,196 - wikidata12k_both - [INFO] - [E:350| 1500]: Train Loss:0.00092653, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:17:58,502 - wikidata12k_both - [INFO] - [E:350| 1600]: Train Loss:0.00092667, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:18:40,491 - wikidata12k_both - [INFO] - [Epoch:350]: Training Loss:0.0009267 + +2023-06-11 04:18:40,711 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 04:19:02,423 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 04:19:09,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 04:19:30,964 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 04:19:37,427 - wikidata12k_both - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.52131, Head : 0.38091, Avg : 0.45111 + +2023-06-11 04:19:37,427 - wikidata12k_both - [INFO] - [Epoch 350]: Training Loss: 0.00092672, Valid MRR: 0.4595, + + + +2023-06-11 04:19:38,082 - wikidata12k_both - [INFO] - [E:351| 0]: Train Loss:0.00090097, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:20:42,315 - wikidata12k_both - [INFO] - [E:351| 100]: Train Loss:0.00092893, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:21:46,525 - wikidata12k_both - [INFO] - [E:351| 200]: Train Loss:0.00093002, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:22:50,717 - wikidata12k_both - [INFO] - [E:351| 300]: Train Loss:0.00092826, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:23:54,957 - wikidata12k_both - [INFO] - [E:351| 400]: Train Loss:0.00092822, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:24:59,092 - wikidata12k_both - [INFO] - [E:351| 500]: Train Loss:0.00092784, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:26:03,221 - wikidata12k_both - [INFO] - [E:351| 600]: Train Loss:0.00092717, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:27:07,522 - wikidata12k_both - [INFO] - [E:351| 700]: Train Loss:0.0009271, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:28:11,638 - wikidata12k_both - [INFO] - [E:351| 800]: Train Loss:0.00092688, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:29:15,803 - wikidata12k_both - [INFO] - [E:351| 900]: Train Loss:0.000927, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:30:20,039 - wikidata12k_both - [INFO] - [E:351| 1000]: Train Loss:0.00092683, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:31:24,273 - wikidata12k_both - [INFO] - [E:351| 1100]: Train Loss:0.00092709, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:32:28,536 - wikidata12k_both - [INFO] - [E:351| 1200]: Train Loss:0.00092684, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:33:32,658 - wikidata12k_both - [INFO] - [E:351| 1300]: Train Loss:0.00092659, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:34:36,850 - wikidata12k_both - [INFO] - [E:351| 1400]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:35:41,428 - wikidata12k_both - [INFO] - [E:351| 1500]: Train Loss:0.0009269, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:37:21,821 - wikidata12k_both - [INFO] - [E:351| 1600]: Train Loss:0.00092695, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:38:35,446 - wikidata12k_both - [INFO] - [Epoch:351]: Training Loss:0.000927 + +2023-06-11 04:38:35,784 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both +2023-06-11 04:39:16,402 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both +2023-06-11 04:39:28,054 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both +2023-06-11 04:40:08,108 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both +2023-06-11 04:40:20,202 - wikidata12k_both - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.52161, Head : 0.38106, Avg : 0.45134 + +2023-06-11 04:40:20,202 - wikidata12k_both - [INFO] - [Epoch 351]: Training Loss: 0.00092696, Valid MRR: 0.4595, + + + +2023-06-11 04:40:21,361 - wikidata12k_both - [INFO] - [E:352| 0]: Train Loss:0.00093139, Val MRR:0.4595, wikidata12k_both +2023-06-11 04:42:14,048 - wikidata12k_both - [INFO] - [E:352| 100]: Train Loss:0.00092585, Val MRR:0.4595, wikidata12k_both +2023-06-20 08:51:31,979 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 08:51:39,417 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_both +2023-06-20 08:52:00,575 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_both +2023-06-20 08:52:06,369 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 0] wikidata12k_both +2023-06-20 08:52:27,728 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 100] wikidata12k_both +2023-06-20 08:52:33,362 - wikidata12k_both - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.489, Head : 0.35784, Avg : 0.42342 + MR: Tail : 868.85, Head : 977.64, Avg : 923.25 + Hit-1: Tail : 0.40624, Head : 0.27101, Avg : 0.33862 + Hit-3: Tail : 0.54109, Head : 0.38913, Avg : 0.46511 + Hit-10: Tail : 0.63631, Head : 0.53825, Avg : 0.58728 diff --git a/log/yago11k b/log/yago11k new file mode 100644 index 0000000..21cbd87 --- /dev/null +++ b/log/yago11k @@ -0,0 +1,9241 @@ +2023-05-07 11:04:26,457 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +2023-05-07 11:04:34,858 - yago11k - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k +2023-05-07 11:06:18,572 - yago11k - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k +2023-05-07 11:07:58,619 - yago11k - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k +2023-05-07 11:09:34,014 - yago11k - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k +2023-05-07 11:11:17,658 - yago11k - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k +2023-05-07 11:13:00,933 - yago11k - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k +2023-05-07 11:14:43,404 - yago11k - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k +2023-05-07 11:14:43,404 - yago11k - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-05-07 11:14:43,854 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:15:04,525 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:15:25,678 - yago11k - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857 + +2023-05-07 11:15:26,584 - yago11k - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857, + + + +2023-05-07 11:15:27,998 - yago11k - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k +2023-05-07 11:17:00,743 - yago11k - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k +2023-05-07 11:18:43,373 - yago11k - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k +2023-05-07 11:20:26,361 - yago11k - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k +2023-05-07 11:22:09,937 - yago11k - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k +2023-05-07 11:23:52,642 - yago11k - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k +2023-05-07 11:25:27,557 - yago11k - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k +2023-05-07 11:25:27,557 - yago11k - [INFO] - [Epoch:1]: Training Loss:0.008455 + +2023-05-07 11:25:27,780 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:25:44,421 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:26:04,998 - yago11k - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637 + +2023-05-07 11:26:05,930 - yago11k - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637, + + + +2023-05-07 11:26:07,286 - yago11k - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k +2023-05-07 11:27:48,943 - yago11k - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k +2023-05-07 11:29:32,305 - yago11k - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k +2023-05-07 11:31:15,396 - yago11k - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k +2023-05-07 11:32:58,534 - yago11k - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k +2023-05-07 11:34:31,642 - yago11k - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k +2023-05-07 11:36:14,421 - yago11k - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k +2023-05-07 11:36:14,422 - yago11k - [INFO] - [Epoch:2]: Training Loss:0.00419 + +2023-05-07 11:36:14,899 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:36:35,815 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:36:57,446 - yago11k - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714 + +2023-05-07 11:36:58,433 - yago11k - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714, + + + +2023-05-07 11:36:59,816 - yago11k - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k +2023-05-07 11:38:43,039 - yago11k - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k +2023-05-07 11:40:26,791 - yago11k - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k +2023-05-07 11:42:10,149 - yago11k - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k +2023-05-07 11:43:42,877 - yago11k - [INFO] - [E:3| 400]: Train Loss:0.0031191, Val MRR:0.03714, yago11k +2023-05-07 11:45:28,055 - yago11k - [INFO] - [E:3| 500]: Train Loss:0.00306, Val MRR:0.03714, yago11k +2023-05-07 11:47:10,715 - yago11k - [INFO] - [E:3| 600]: Train Loss:0.0030103, Val MRR:0.03714, yago11k +2023-05-07 11:47:10,715 - yago11k - [INFO] - [Epoch:3]: Training Loss:0.00301 + +2023-05-07 11:47:11,000 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:47:32,098 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:47:53,195 - yago11k - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.06552, Head : 0.00061, Avg : 0.03306 + +2023-05-07 11:47:53,195 - yago11k - [INFO] - [Epoch 3]: Training Loss: 0.0030103, Valid MRR: 0.03714, + + + +2023-05-07 11:47:54,373 - yago11k - [INFO] - [E:4| 0]: Train Loss:0.0026698, Val MRR:0.03714, yago11k +2023-05-07 11:49:37,580 - yago11k - [INFO] - [E:4| 100]: Train Loss:0.0026825, Val MRR:0.03714, yago11k +2023-05-07 11:51:16,921 - yago11k - [INFO] - [E:4| 200]: Train Loss:0.0026365, Val MRR:0.03714, yago11k +2023-05-07 11:52:53,430 - yago11k - [INFO] - [E:4| 300]: Train Loss:0.0026079, Val MRR:0.03714, yago11k +2023-05-07 11:54:37,325 - yago11k - [INFO] - [E:4| 400]: Train Loss:0.002583, Val MRR:0.03714, yago11k +2023-05-07 11:56:20,606 - yago11k - [INFO] - [E:4| 500]: Train Loss:0.0025611, Val MRR:0.03714, yago11k +2023-05-07 11:58:03,807 - yago11k - [INFO] - [E:4| 600]: Train Loss:0.0025447, Val MRR:0.03714, yago11k +2023-05-07 11:58:03,808 - yago11k - [INFO] - [Epoch:4]: Training Loss:0.002545 + +2023-05-07 11:58:04,149 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:58:25,040 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:58:46,611 - yago11k - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.07528, Head : 0.00075, Avg : 0.03802 + +2023-05-07 11:58:47,559 - yago11k - [INFO] - [Epoch 4]: Training Loss: 0.0025447, Valid MRR: 0.03802, + + + +2023-05-07 11:58:48,759 - yago11k - [INFO] - [E:5| 0]: Train Loss:0.0023094, Val MRR:0.03802, yago11k +2023-05-07 12:00:22,480 - yago11k - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.03802, yago11k +2023-05-07 12:02:06,448 - yago11k - [INFO] - [E:5| 200]: Train Loss:0.0023851, Val MRR:0.03802, yago11k +2023-05-07 12:03:50,611 - yago11k - [INFO] - [E:5| 300]: Train Loss:0.0023725, Val MRR:0.03802, yago11k +2023-05-07 12:05:33,997 - yago11k - [INFO] - [E:5| 400]: Train Loss:0.0023596, Val MRR:0.03802, yago11k +2023-05-07 12:07:17,367 - yago11k - [INFO] - [E:5| 500]: Train Loss:0.0023456, Val MRR:0.03802, yago11k +2023-05-07 12:08:50,085 - yago11k - [INFO] - [E:5| 600]: Train Loss:0.0023323, Val MRR:0.03802, yago11k +2023-05-07 12:08:50,085 - yago11k - [INFO] - [Epoch:5]: Training Loss:0.002332 + +2023-05-07 12:08:50,433 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:09:11,714 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:09:32,908 - yago11k - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.07903, Head : 0.00081, Avg : 0.03992 + +2023-05-07 12:09:33,906 - yago11k - [INFO] - [Epoch 5]: Training Loss: 0.0023323, Valid MRR: 0.03992, + + + +2023-05-07 12:09:35,155 - yago11k - [INFO] - [E:6| 0]: Train Loss:0.0025447, Val MRR:0.03992, yago11k +2023-05-07 12:11:18,793 - yago11k - [INFO] - [E:6| 100]: Train Loss:0.0022506, Val MRR:0.03992, yago11k +2023-05-07 12:13:03,018 - yago11k - [INFO] - [E:6| 200]: Train Loss:0.0022383, Val MRR:0.03992, yago11k +2023-05-07 12:14:47,423 - yago11k - [INFO] - [E:6| 300]: Train Loss:0.0022347, Val MRR:0.03992, yago11k +2023-05-07 12:16:30,756 - yago11k - [INFO] - [E:6| 400]: Train Loss:0.0022311, Val MRR:0.03992, yago11k +2023-05-07 12:18:03,809 - yago11k - [INFO] - [E:6| 500]: Train Loss:0.0022302, Val MRR:0.03992, yago11k +2023-05-07 12:19:46,810 - yago11k - [INFO] - [E:6| 600]: Train Loss:0.0022295, Val MRR:0.03992, yago11k +2023-05-07 12:19:46,810 - yago11k - [INFO] - [Epoch:6]: Training Loss:0.00223 + +2023-05-07 12:19:47,323 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:20:08,340 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:20:29,581 - yago11k - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.07508, Head : 0.00092, Avg : 0.038 + +2023-05-07 12:20:29,581 - yago11k - [INFO] - [Epoch 6]: Training Loss: 0.0022295, Valid MRR: 0.03992, + + + +2023-05-07 12:20:30,753 - yago11k - [INFO] - [E:7| 0]: Train Loss:0.0021228, Val MRR:0.03992, yago11k +2023-05-07 12:22:14,227 - yago11k - [INFO] - [E:7| 100]: Train Loss:0.0021803, Val MRR:0.03992, yago11k +2023-05-07 12:23:57,110 - yago11k - [INFO] - [E:7| 200]: Train Loss:0.0021782, Val MRR:0.03992, yago11k +2023-05-07 12:25:40,142 - yago11k - [INFO] - [E:7| 300]: Train Loss:0.0021829, Val MRR:0.03992, yago11k +2023-05-07 12:27:13,167 - yago11k - [INFO] - [E:7| 400]: Train Loss:0.0021847, Val MRR:0.03992, yago11k +2023-05-07 12:28:57,284 - yago11k - [INFO] - [E:7| 500]: Train Loss:0.0021826, Val MRR:0.03992, yago11k +2023-05-07 12:30:40,411 - yago11k - [INFO] - [E:7| 600]: Train Loss:0.0021781, Val MRR:0.03992, yago11k +2023-05-07 12:30:40,412 - yago11k - [INFO] - [Epoch:7]: Training Loss:0.002178 + +2023-05-07 12:30:40,903 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:31:01,733 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:31:22,845 - yago11k - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.07258, Head : 0.00096, Avg : 0.03677 + +2023-05-07 12:31:22,845 - yago11k - [INFO] - [Epoch 7]: Training Loss: 0.0021781, Valid MRR: 0.03992, + + + +2023-05-07 12:31:24,022 - yago11k - [INFO] - [E:8| 0]: Train Loss:0.0022541, Val MRR:0.03992, yago11k +2023-05-07 12:33:09,689 - yago11k - [INFO] - [E:8| 100]: Train Loss:0.0021498, Val MRR:0.03992, yago11k +2023-05-07 12:34:47,196 - yago11k - [INFO] - [E:8| 200]: Train Loss:0.0021634, Val MRR:0.03992, yago11k +2023-05-07 12:36:26,152 - yago11k - [INFO] - [E:8| 300]: Train Loss:0.002157, Val MRR:0.03992, yago11k +2023-05-07 12:38:09,885 - yago11k - [INFO] - [E:8| 400]: Train Loss:0.0021542, Val MRR:0.03992, yago11k +2023-05-07 12:39:53,806 - yago11k - [INFO] - [E:8| 500]: Train Loss:0.0021538, Val MRR:0.03992, yago11k +2023-05-07 12:41:36,781 - yago11k - [INFO] - [E:8| 600]: Train Loss:0.0021537, Val MRR:0.03992, yago11k +2023-05-07 12:41:36,782 - yago11k - [INFO] - [Epoch:8]: Training Loss:0.002154 + +2023-05-07 12:41:37,127 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:41:58,499 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:42:19,977 - yago11k - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.08409, Head : 0.00115, Avg : 0.04262 + +2023-05-07 12:42:20,927 - yago11k - [INFO] - [Epoch 8]: Training Loss: 0.0021537, Valid MRR: 0.04262, + + + +2023-05-07 12:42:22,118 - yago11k - [INFO] - [E:9| 0]: Train Loss:0.0021061, Val MRR:0.04262, yago11k +2023-05-07 12:43:55,742 - yago11k - [INFO] - [E:9| 100]: Train Loss:0.0021548, Val MRR:0.04262, yago11k +2023-05-07 12:45:39,639 - yago11k - [INFO] - [E:9| 200]: Train Loss:0.0021475, Val MRR:0.04262, yago11k +2023-05-07 12:47:23,401 - yago11k - [INFO] - [E:9| 300]: Train Loss:0.0021463, Val MRR:0.04262, yago11k +2023-05-07 12:49:06,802 - yago11k - [INFO] - [E:9| 400]: Train Loss:0.0021434, Val MRR:0.04262, yago11k +2023-05-07 12:50:50,991 - yago11k - [INFO] - [E:9| 500]: Train Loss:0.0021417, Val MRR:0.04262, yago11k +2023-05-07 12:52:23,935 - yago11k - [INFO] - [E:9| 600]: Train Loss:0.0021408, Val MRR:0.04262, yago11k +2023-05-07 12:52:23,936 - yago11k - [INFO] - [Epoch:9]: Training Loss:0.002141 + +2023-05-07 12:52:24,197 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:52:45,197 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:53:06,106 - yago11k - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.09668, Head : 0.00141, Avg : 0.04905 + MR: Tail : 2236.6, Head : 3426.5, Avg : 2831.5 + Hit-1: Tail : 0.05765, Head : 0.0, Avg : 0.02883 + Hit-3: Tail : 0.09489, Head : 0.0, Avg : 0.04744 + Hit-10: Tail : 0.17644, Head : 0.0, Avg : 0.08822 +2023-05-07 12:53:07,045 - yago11k - [INFO] - [Epoch 9]: Training Loss: 0.0021408, Valid MRR: 0.04905, + + + +2023-05-07 12:53:08,250 - yago11k - [INFO] - [E:10| 0]: Train Loss:0.0020497, Val MRR:0.04905, yago11k +2023-05-07 12:54:51,547 - yago11k - [INFO] - [E:10| 100]: Train Loss:0.0021407, Val MRR:0.04905, yago11k +2023-05-07 12:56:34,570 - yago11k - [INFO] - [E:10| 200]: Train Loss:0.0021328, Val MRR:0.04905, yago11k +2023-05-07 12:58:16,104 - yago11k - [INFO] - [E:10| 300]: Train Loss:0.0021293, Val MRR:0.04905, yago11k +2023-05-07 12:59:58,819 - yago11k - [INFO] - [E:10| 400]: Train Loss:0.0021279, Val MRR:0.04905, yago11k +2023-05-07 13:01:31,389 - yago11k - [INFO] - [E:10| 500]: Train Loss:0.0021285, Val MRR:0.04905, yago11k +2023-05-07 13:03:14,608 - yago11k - [INFO] - [E:10| 600]: Train Loss:0.0021274, Val MRR:0.04905, yago11k +2023-05-07 13:03:14,608 - yago11k - [INFO] - [Epoch:10]: Training Loss:0.002127 + +2023-05-07 13:03:14,870 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:03:36,166 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:03:56,997 - yago11k - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.11586, Head : 0.00281, Avg : 0.05934 + +2023-05-07 13:03:57,964 - yago11k - [INFO] - [Epoch 10]: Training Loss: 0.0021274, Valid MRR: 0.05934, + + + +2023-05-07 13:03:59,135 - yago11k - [INFO] - [E:11| 0]: Train Loss:0.0021802, Val MRR:0.05934, yago11k +2023-05-07 13:05:43,564 - yago11k - [INFO] - [E:11| 100]: Train Loss:0.0021032, Val MRR:0.05934, yago11k +2023-05-07 13:07:28,013 - yago11k - [INFO] - [E:11| 200]: Train Loss:0.0021092, Val MRR:0.05934, yago11k +2023-05-07 13:09:08,858 - yago11k - [INFO] - [E:11| 300]: Train Loss:0.0021084, Val MRR:0.05934, yago11k +2023-05-07 13:10:45,338 - yago11k - [INFO] - [E:11| 400]: Train Loss:0.0021039, Val MRR:0.05934, yago11k +2023-05-07 13:12:29,317 - yago11k - [INFO] - [E:11| 500]: Train Loss:0.0020986, Val MRR:0.05934, yago11k +2023-05-07 13:14:12,714 - yago11k - [INFO] - [E:11| 600]: Train Loss:0.0020981, Val MRR:0.05934, yago11k +2023-05-07 13:14:12,714 - yago11k - [INFO] - [Epoch:11]: Training Loss:0.002098 + +2023-05-07 13:14:13,234 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:14:34,443 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:14:55,796 - yago11k - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.12964, Head : 0.00329, Avg : 0.06647 + +2023-05-07 13:14:56,754 - yago11k - [INFO] - [Epoch 11]: Training Loss: 0.0020981, Valid MRR: 0.06647, + + + +2023-05-07 13:14:57,979 - yago11k - [INFO] - [E:12| 0]: Train Loss:0.0019769, Val MRR:0.06647, yago11k +2023-05-07 13:16:41,898 - yago11k - [INFO] - [E:12| 100]: Train Loss:0.0020848, Val MRR:0.06647, yago11k +2023-05-07 13:18:15,554 - yago11k - [INFO] - [E:12| 200]: Train Loss:0.0020907, Val MRR:0.06647, yago11k +2023-05-07 13:19:59,980 - yago11k - [INFO] - [E:12| 300]: Train Loss:0.0020877, Val MRR:0.06647, yago11k +2023-05-07 13:21:45,453 - yago11k - [INFO] - [E:12| 400]: Train Loss:0.0020815, Val MRR:0.06647, yago11k +2023-05-07 13:23:28,362 - yago11k - [INFO] - [E:12| 500]: Train Loss:0.0020756, Val MRR:0.06647, yago11k +2023-05-07 13:25:11,167 - yago11k - [INFO] - [E:12| 600]: Train Loss:0.0020709, Val MRR:0.06647, yago11k +2023-05-07 13:25:11,167 - yago11k - [INFO] - [Epoch:12]: Training Loss:0.002071 + +2023-05-07 13:25:11,563 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:25:32,611 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:25:54,215 - yago11k - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.13661, Head : 0.00381, Avg : 0.07021 + +2023-05-07 13:25:55,178 - yago11k - [INFO] - [Epoch 12]: Training Loss: 0.0020709, Valid MRR: 0.07021, + + + +2023-05-07 13:25:56,401 - yago11k - [INFO] - [E:13| 0]: Train Loss:0.0019609, Val MRR:0.07021, yago11k +2023-05-07 13:27:29,239 - yago11k - [INFO] - [E:13| 100]: Train Loss:0.0020649, Val MRR:0.07021, yago11k +2023-05-07 13:29:12,507 - yago11k - [INFO] - [E:13| 200]: Train Loss:0.0020542, Val MRR:0.07021, yago11k +2023-05-07 13:30:56,470 - yago11k - [INFO] - [E:13| 300]: Train Loss:0.0020535, Val MRR:0.07021, yago11k +2023-05-07 13:32:40,492 - yago11k - [INFO] - [E:13| 400]: Train Loss:0.0020522, Val MRR:0.07021, yago11k +2023-05-07 13:34:23,586 - yago11k - [INFO] - [E:13| 500]: Train Loss:0.0020507, Val MRR:0.07021, yago11k +2023-05-07 13:35:55,505 - yago11k - [INFO] - [E:13| 600]: Train Loss:0.0020487, Val MRR:0.07021, yago11k +2023-05-07 13:35:55,505 - yago11k - [INFO] - [Epoch:13]: Training Loss:0.002049 + +2023-05-07 13:35:56,014 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:36:16,864 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:36:37,929 - yago11k - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.15179, Head : 0.00401, Avg : 0.0779 + +2023-05-07 13:36:38,960 - yago11k - [INFO] - [Epoch 13]: Training Loss: 0.0020487, Valid MRR: 0.0779, + + + +2023-05-07 13:36:40,386 - yago11k - [INFO] - [E:14| 0]: Train Loss:0.0021393, Val MRR:0.0779, yago11k +2023-05-07 13:38:23,408 - yago11k - [INFO] - [E:14| 100]: Train Loss:0.0020289, Val MRR:0.0779, yago11k +2023-05-07 13:40:06,665 - yago11k - [INFO] - [E:14| 200]: Train Loss:0.0020338, Val MRR:0.0779, yago11k +2023-05-07 13:41:49,561 - yago11k - [INFO] - [E:14| 300]: Train Loss:0.0020335, Val MRR:0.0779, yago11k +2023-05-07 13:43:32,988 - yago11k - [INFO] - [E:14| 400]: Train Loss:0.002032, Val MRR:0.0779, yago11k +2023-05-07 13:45:06,393 - yago11k - [INFO] - [E:14| 500]: Train Loss:0.0020268, Val MRR:0.0779, yago11k +2023-05-07 13:46:49,198 - yago11k - [INFO] - [E:14| 600]: Train Loss:0.0020298, Val MRR:0.0779, yago11k +2023-05-07 13:46:49,198 - yago11k - [INFO] - [Epoch:14]: Training Loss:0.00203 + +2023-05-07 13:46:49,461 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:47:10,210 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:47:31,425 - yago11k - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.15848, Head : 0.00509, Avg : 0.08179 + +2023-05-07 13:47:32,397 - yago11k - [INFO] - [Epoch 14]: Training Loss: 0.0020298, Valid MRR: 0.08179, + + + +2023-05-07 13:47:33,634 - yago11k - [INFO] - [E:15| 0]: Train Loss:0.0019829, Val MRR:0.08179, yago11k +2023-05-07 13:49:17,446 - yago11k - [INFO] - [E:15| 100]: Train Loss:0.0020135, Val MRR:0.08179, yago11k +2023-05-07 13:51:01,599 - yago11k - [INFO] - [E:15| 200]: Train Loss:0.0020075, Val MRR:0.08179, yago11k +2023-05-07 13:52:39,140 - yago11k - [INFO] - [E:15| 300]: Train Loss:0.0020119, Val MRR:0.08179, yago11k +2023-05-07 13:54:19,498 - yago11k - [INFO] - [E:15| 400]: Train Loss:0.00201, Val MRR:0.08179, yago11k +2023-05-07 13:56:04,222 - yago11k - [INFO] - [E:15| 500]: Train Loss:0.0020078, Val MRR:0.08179, yago11k +2023-05-07 13:57:47,775 - yago11k - [INFO] - [E:15| 600]: Train Loss:0.0020085, Val MRR:0.08179, yago11k +2023-05-07 13:57:47,775 - yago11k - [INFO] - [Epoch:15]: Training Loss:0.002009 + +2023-05-07 13:57:48,071 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:58:09,272 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:58:30,542 - yago11k - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.17517, Head : 0.00815, Avg : 0.09166 + +2023-05-07 13:58:31,583 - yago11k - [INFO] - [Epoch 15]: Training Loss: 0.0020085, Valid MRR: 0.09166, + + + +2023-05-07 13:58:32,766 - yago11k - [INFO] - [E:16| 0]: Train Loss:0.0020151, Val MRR:0.09166, yago11k +2023-05-07 14:00:15,911 - yago11k - [INFO] - [E:16| 100]: Train Loss:0.0019851, Val MRR:0.09166, yago11k +2023-05-07 14:01:48,767 - yago11k - [INFO] - [E:16| 200]: Train Loss:0.0019912, Val MRR:0.09166, yago11k +2023-05-07 14:03:31,739 - yago11k - [INFO] - [E:16| 300]: Train Loss:0.0019926, Val MRR:0.09166, yago11k +2023-05-07 14:05:14,473 - yago11k - [INFO] - [E:16| 400]: Train Loss:0.0019889, Val MRR:0.09166, yago11k +2023-05-07 14:06:57,715 - yago11k - [INFO] - [E:16| 500]: Train Loss:0.0019895, Val MRR:0.09166, yago11k +2023-05-07 14:08:42,002 - yago11k - [INFO] - [E:16| 600]: Train Loss:0.0019866, Val MRR:0.09166, yago11k +2023-05-07 14:08:42,003 - yago11k - [INFO] - [Epoch:16]: Training Loss:0.001987 + +2023-05-07 14:08:42,517 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:09:03,195 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:09:24,304 - yago11k - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.17687, Head : 0.00941, Avg : 0.09314 + +2023-05-07 14:09:25,268 - yago11k - [INFO] - [Epoch 16]: Training Loss: 0.0019866, Valid MRR: 0.09314, + + + +2023-05-07 14:09:26,456 - yago11k - [INFO] - [E:17| 0]: Train Loss:0.0019333, Val MRR:0.09314, yago11k +2023-05-07 14:10:59,445 - yago11k - [INFO] - [E:17| 100]: Train Loss:0.0019763, Val MRR:0.09314, yago11k +2023-05-07 14:12:43,176 - yago11k - [INFO] - [E:17| 200]: Train Loss:0.0019642, Val MRR:0.09314, yago11k +2023-05-07 14:14:26,521 - yago11k - [INFO] - [E:17| 300]: Train Loss:0.0019694, Val MRR:0.09314, yago11k +2023-05-07 14:16:09,485 - yago11k - [INFO] - [E:17| 400]: Train Loss:0.0019709, Val MRR:0.09314, yago11k +2023-05-07 14:17:53,039 - yago11k - [INFO] - [E:17| 500]: Train Loss:0.0019665, Val MRR:0.09314, yago11k +2023-05-07 14:19:25,031 - yago11k - [INFO] - [E:17| 600]: Train Loss:0.0019626, Val MRR:0.09314, yago11k +2023-05-07 14:19:25,031 - yago11k - [INFO] - [Epoch:17]: Training Loss:0.001963 + +2023-05-07 14:19:25,428 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:19:46,532 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:20:07,902 - yago11k - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.18024, Head : 0.01324, Avg : 0.09674 + +2023-05-07 14:20:08,868 - yago11k - [INFO] - [Epoch 17]: Training Loss: 0.0019626, Valid MRR: 0.09674, + + + +2023-05-07 14:20:10,067 - yago11k - [INFO] - [E:18| 0]: Train Loss:0.0019648, Val MRR:0.09674, yago11k +2023-05-07 14:21:54,140 - yago11k - [INFO] - [E:18| 100]: Train Loss:0.0019498, Val MRR:0.09674, yago11k +2023-05-07 14:23:38,177 - yago11k - [INFO] - [E:18| 200]: Train Loss:0.0019508, Val MRR:0.09674, yago11k +2023-05-07 14:25:22,163 - yago11k - [INFO] - [E:18| 300]: Train Loss:0.0019502, Val MRR:0.09674, yago11k +2023-05-07 14:27:05,637 - yago11k - [INFO] - [E:18| 400]: Train Loss:0.0019477, Val MRR:0.09674, yago11k +2023-05-07 14:28:36,891 - yago11k - [INFO] - [E:18| 500]: Train Loss:0.0019409, Val MRR:0.09674, yago11k +2023-05-07 14:30:17,706 - yago11k - [INFO] - [E:18| 600]: Train Loss:0.0019391, Val MRR:0.09674, yago11k +2023-05-07 14:30:17,706 - yago11k - [INFO] - [Epoch:18]: Training Loss:0.001939 + +2023-05-07 14:30:18,176 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:30:39,308 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:31:00,393 - yago11k - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.18341, Head : 0.01697, Avg : 0.10019 + +2023-05-07 14:31:01,348 - yago11k - [INFO] - [Epoch 18]: Training Loss: 0.0019391, Valid MRR: 0.10019, + + + +2023-05-07 14:31:02,570 - yago11k - [INFO] - [E:19| 0]: Train Loss:0.0020229, Val MRR:0.10019, yago11k +2023-05-07 14:32:46,393 - yago11k - [INFO] - [E:19| 100]: Train Loss:0.001928, Val MRR:0.10019, yago11k +2023-05-07 14:34:30,927 - yago11k - [INFO] - [E:19| 200]: Train Loss:0.001927, Val MRR:0.10019, yago11k +2023-05-07 14:36:04,120 - yago11k - [INFO] - [E:19| 300]: Train Loss:0.0019232, Val MRR:0.10019, yago11k +2023-05-07 14:37:48,282 - yago11k - [INFO] - [E:19| 400]: Train Loss:0.0019186, Val MRR:0.10019, yago11k +2023-05-07 14:39:31,417 - yago11k - [INFO] - [E:19| 500]: Train Loss:0.0019161, Val MRR:0.10019, yago11k +2023-05-07 14:41:14,533 - yago11k - [INFO] - [E:19| 600]: Train Loss:0.0019145, Val MRR:0.10019, yago11k +2023-05-07 14:41:14,534 - yago11k - [INFO] - [Epoch:19]: Training Loss:0.001915 + +2023-05-07 14:41:14,981 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:41:35,694 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:41:56,933 - yago11k - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.18232, Head : 0.0214, Avg : 0.10186 + MR: Tail : 583.17, Head : 1120.8, Avg : 851.96 + Hit-1: Tail : 0.11517, Head : 0.00528, Avg : 0.06023 + Hit-3: Tail : 0.19366, Head : 0.01292, Avg : 0.10329 + Hit-10: Tail : 0.31412, Head : 0.04418, Avg : 0.17915 +2023-05-07 14:41:57,883 - yago11k - [INFO] - [Epoch 19]: Training Loss: 0.0019145, Valid MRR: 0.10186, + + + +2023-05-07 14:41:59,066 - yago11k - [INFO] - [E:20| 0]: Train Loss:0.0018055, Val MRR:0.10186, yago11k +2023-05-07 14:43:42,008 - yago11k - [INFO] - [E:20| 100]: Train Loss:0.0018947, Val MRR:0.10186, yago11k +2023-05-07 14:45:14,696 - yago11k - [INFO] - [E:20| 200]: Train Loss:0.0018972, Val MRR:0.10186, yago11k +2023-05-07 14:46:58,619 - yago11k - [INFO] - [E:20| 300]: Train Loss:0.0018955, Val MRR:0.10186, yago11k +2023-05-07 14:48:42,883 - yago11k - [INFO] - [E:20| 400]: Train Loss:0.0018928, Val MRR:0.10186, yago11k +2023-05-07 14:50:27,065 - yago11k - [INFO] - [E:20| 500]: Train Loss:0.0018887, Val MRR:0.10186, yago11k +2023-05-07 14:52:09,832 - yago11k - [INFO] - [E:20| 600]: Train Loss:0.0018885, Val MRR:0.10186, yago11k +2023-05-07 14:52:09,833 - yago11k - [INFO] - [Epoch:20]: Training Loss:0.001889 + +2023-05-07 14:52:10,178 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:52:31,346 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:52:51,970 - yago11k - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.18755, Head : 0.02308, Avg : 0.10531 + +2023-05-07 14:52:53,035 - yago11k - [INFO] - [Epoch 20]: Training Loss: 0.0018885, Valid MRR: 0.10531, + + + +2023-05-07 14:52:53,682 - yago11k - [INFO] - [E:21| 0]: Train Loss:0.0018059, Val MRR:0.10531, yago11k +2023-05-07 14:54:27,909 - yago11k - [INFO] - [E:21| 100]: Train Loss:0.0018555, Val MRR:0.10531, yago11k +2023-05-07 14:56:12,948 - yago11k - [INFO] - [E:21| 200]: Train Loss:0.0018627, Val MRR:0.10531, yago11k +2023-05-07 14:57:56,802 - yago11k - [INFO] - [E:21| 300]: Train Loss:0.0018617, Val MRR:0.10531, yago11k +2023-05-07 14:59:41,060 - yago11k - [INFO] - [E:21| 400]: Train Loss:0.0018609, Val MRR:0.10531, yago11k +2023-05-07 15:01:24,973 - yago11k - [INFO] - [E:21| 500]: Train Loss:0.0018628, Val MRR:0.10531, yago11k +2023-05-07 15:02:56,870 - yago11k - [INFO] - [E:21| 600]: Train Loss:0.001863, Val MRR:0.10531, yago11k +2023-05-07 15:02:56,870 - yago11k - [INFO] - [Epoch:21]: Training Loss:0.001863 + +2023-05-07 15:02:57,203 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:03:18,544 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:03:39,324 - yago11k - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.18825, Head : 0.02455, Avg : 0.1064 + +2023-05-07 15:03:40,277 - yago11k - [INFO] - [Epoch 21]: Training Loss: 0.001863, Valid MRR: 0.1064, + + + +2023-05-07 15:03:41,699 - yago11k - [INFO] - [E:22| 0]: Train Loss:0.001819, Val MRR:0.1064, yago11k +2023-05-07 15:05:24,952 - yago11k - [INFO] - [E:22| 100]: Train Loss:0.0018519, Val MRR:0.1064, yago11k +2023-05-07 15:07:07,947 - yago11k - [INFO] - [E:22| 200]: Train Loss:0.0018454, Val MRR:0.1064, yago11k +2023-05-07 15:08:51,251 - yago11k - [INFO] - [E:22| 300]: Train Loss:0.0018433, Val MRR:0.1064, yago11k +2023-05-07 15:10:28,676 - yago11k - [INFO] - [E:22| 400]: Train Loss:0.0018405, Val MRR:0.1064, yago11k +2023-05-07 15:12:07,157 - yago11k - [INFO] - [E:22| 500]: Train Loss:0.00184, Val MRR:0.1064, yago11k +2023-05-07 15:13:49,807 - yago11k - [INFO] - [E:22| 600]: Train Loss:0.0018382, Val MRR:0.1064, yago11k +2023-05-07 15:13:49,807 - yago11k - [INFO] - [Epoch:22]: Training Loss:0.001838 + +2023-05-07 15:13:50,322 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:14:11,100 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:14:32,689 - yago11k - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.18878, Head : 0.03076, Avg : 0.10977 + +2023-05-07 15:14:33,657 - yago11k - [INFO] - [Epoch 22]: Training Loss: 0.0018382, Valid MRR: 0.10977, + + + +2023-05-07 15:14:34,855 - yago11k - [INFO] - [E:23| 0]: Train Loss:0.0018549, Val MRR:0.10977, yago11k +2023-05-07 15:16:18,659 - yago11k - [INFO] - [E:23| 100]: Train Loss:0.0018154, Val MRR:0.10977, yago11k +2023-05-07 15:18:02,943 - yago11k - [INFO] - [E:23| 200]: Train Loss:0.001815, Val MRR:0.10977, yago11k +2023-05-07 15:19:36,058 - yago11k - [INFO] - [E:23| 300]: Train Loss:0.0018131, Val MRR:0.10977, yago11k +2023-05-07 15:21:19,509 - yago11k - [INFO] - [E:23| 400]: Train Loss:0.0018163, Val MRR:0.10977, yago11k +2023-05-07 15:23:02,695 - yago11k - [INFO] - [E:23| 500]: Train Loss:0.0018139, Val MRR:0.10977, yago11k +2023-05-07 15:24:45,609 - yago11k - [INFO] - [E:23| 600]: Train Loss:0.0018126, Val MRR:0.10977, yago11k +2023-05-07 15:24:45,609 - yago11k - [INFO] - [Epoch:23]: Training Loss:0.001813 + +2023-05-07 15:24:45,937 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:25:06,874 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:25:28,339 - yago11k - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.18, Head : 0.03602, Avg : 0.10801 + +2023-05-07 15:25:28,339 - yago11k - [INFO] - [Epoch 23]: Training Loss: 0.0018126, Valid MRR: 0.10977, + + + +2023-05-07 15:25:29,142 - yago11k - [INFO] - [E:24| 0]: Train Loss:0.0018262, Val MRR:0.10977, yago11k +2023-05-07 15:27:12,810 - yago11k - [INFO] - [E:24| 100]: Train Loss:0.0018016, Val MRR:0.10977, yago11k +2023-05-07 15:28:45,802 - yago11k - [INFO] - [E:24| 200]: Train Loss:0.0017946, Val MRR:0.10977, yago11k +2023-05-07 15:30:29,227 - yago11k - [INFO] - [E:24| 300]: Train Loss:0.0017923, Val MRR:0.10977, yago11k +2023-05-07 15:32:12,600 - yago11k - [INFO] - [E:24| 400]: Train Loss:0.0017917, Val MRR:0.10977, yago11k +2023-05-07 15:33:56,041 - yago11k - [INFO] - [E:24| 500]: Train Loss:0.0017908, Val MRR:0.10977, yago11k +2023-05-07 15:35:39,084 - yago11k - [INFO] - [E:24| 600]: Train Loss:0.0017877, Val MRR:0.10977, yago11k +2023-05-07 15:35:39,084 - yago11k - [INFO] - [Epoch:24]: Training Loss:0.001788 + +2023-05-07 15:35:39,582 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:36:00,306 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:36:20,439 - yago11k - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.17812, Head : 0.0392, Avg : 0.10866 + +2023-05-07 15:36:20,440 - yago11k - [INFO] - [Epoch 24]: Training Loss: 0.0017877, Valid MRR: 0.10977, + + + +2023-05-07 15:36:21,090 - yago11k - [INFO] - [E:25| 0]: Train Loss:0.0018176, Val MRR:0.10977, yago11k +2023-05-07 15:37:55,561 - yago11k - [INFO] - [E:25| 100]: Train Loss:0.0017644, Val MRR:0.10977, yago11k +2023-05-07 15:39:38,417 - yago11k - [INFO] - [E:25| 200]: Train Loss:0.0017726, Val MRR:0.10977, yago11k +2023-05-07 15:41:21,733 - yago11k - [INFO] - [E:25| 300]: Train Loss:0.001769, Val MRR:0.10977, yago11k +2023-05-07 15:43:05,094 - yago11k - [INFO] - [E:25| 400]: Train Loss:0.0017672, Val MRR:0.10977, yago11k +2023-05-07 15:44:51,094 - yago11k - [INFO] - [E:25| 500]: Train Loss:0.0017617, Val MRR:0.10977, yago11k +2023-05-07 15:46:23,430 - yago11k - [INFO] - [E:25| 600]: Train Loss:0.0017605, Val MRR:0.10977, yago11k +2023-05-07 15:46:23,430 - yago11k - [INFO] - [Epoch:25]: Training Loss:0.001761 + +2023-05-07 15:46:23,948 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:46:44,870 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:47:06,015 - yago11k - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.19042, Head : 0.04369, Avg : 0.11706 + +2023-05-07 15:47:06,983 - yago11k - [INFO] - [Epoch 25]: Training Loss: 0.0017605, Valid MRR: 0.11706, + + + +2023-05-07 15:47:08,239 - yago11k - [INFO] - [E:26| 0]: Train Loss:0.0016713, Val MRR:0.11706, yago11k +2023-05-07 15:48:51,200 - yago11k - [INFO] - [E:26| 100]: Train Loss:0.0017438, Val MRR:0.11706, yago11k +2023-05-07 15:50:34,633 - yago11k - [INFO] - [E:26| 200]: Train Loss:0.0017417, Val MRR:0.11706, yago11k +2023-05-07 15:52:18,510 - yago11k - [INFO] - [E:26| 300]: Train Loss:0.0017424, Val MRR:0.11706, yago11k +2023-05-07 15:53:56,808 - yago11k - [INFO] - [E:26| 400]: Train Loss:0.0017401, Val MRR:0.11706, yago11k +2023-05-07 15:55:35,751 - yago11k - [INFO] - [E:26| 500]: Train Loss:0.0017365, Val MRR:0.11706, yago11k +2023-05-07 15:57:19,046 - yago11k - [INFO] - [E:26| 600]: Train Loss:0.0017351, Val MRR:0.11706, yago11k +2023-05-07 15:57:19,046 - yago11k - [INFO] - [Epoch:26]: Training Loss:0.001735 + +2023-05-07 15:57:19,399 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:57:40,695 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:58:01,891 - yago11k - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.20449, Head : 0.0497, Avg : 0.12709 + +2023-05-07 15:58:02,859 - yago11k - [INFO] - [Epoch 26]: Training Loss: 0.0017351, Valid MRR: 0.12709, + + + +2023-05-07 15:58:04,222 - yago11k - [INFO] - [E:27| 0]: Train Loss:0.0017051, Val MRR:0.12709, yago11k +2023-05-07 15:59:46,169 - yago11k - [INFO] - [E:27| 100]: Train Loss:0.0017154, Val MRR:0.12709, yago11k +2023-05-07 16:01:28,310 - yago11k - [INFO] - [E:27| 200]: Train Loss:0.0017132, Val MRR:0.12709, yago11k +2023-05-07 16:03:00,905 - yago11k - [INFO] - [E:27| 300]: Train Loss:0.0017163, Val MRR:0.12709, yago11k +2023-05-07 16:04:44,594 - yago11k - [INFO] - [E:27| 400]: Train Loss:0.0017129, Val MRR:0.12709, yago11k +2023-05-07 16:06:28,273 - yago11k - [INFO] - [E:27| 500]: Train Loss:0.0017112, Val MRR:0.12709, yago11k +2023-05-07 16:08:11,124 - yago11k - [INFO] - [E:27| 600]: Train Loss:0.0017109, Val MRR:0.12709, yago11k +2023-05-07 16:08:11,125 - yago11k - [INFO] - [Epoch:27]: Training Loss:0.001711 + +2023-05-07 16:08:11,478 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:08:32,707 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:08:54,135 - yago11k - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.19792, Head : 0.05361, Avg : 0.12577 + +2023-05-07 16:08:54,135 - yago11k - [INFO] - [Epoch 27]: Training Loss: 0.0017109, Valid MRR: 0.12709, + + + +2023-05-07 16:08:55,229 - yago11k - [INFO] - [E:28| 0]: Train Loss:0.0016293, Val MRR:0.12709, yago11k +2023-05-07 16:10:37,922 - yago11k - [INFO] - [E:28| 100]: Train Loss:0.0016881, Val MRR:0.12709, yago11k +2023-05-07 16:12:11,049 - yago11k - [INFO] - [E:28| 200]: Train Loss:0.0016874, Val MRR:0.12709, yago11k +2023-05-07 16:13:54,056 - yago11k - [INFO] - [E:28| 300]: Train Loss:0.0016872, Val MRR:0.12709, yago11k +2023-05-07 16:15:37,244 - yago11k - [INFO] - [E:28| 400]: Train Loss:0.0016894, Val MRR:0.12709, yago11k +2023-05-07 16:17:20,139 - yago11k - [INFO] - [E:28| 500]: Train Loss:0.0016875, Val MRR:0.12709, yago11k +2023-05-07 16:19:03,189 - yago11k - [INFO] - [E:28| 600]: Train Loss:0.001686, Val MRR:0.12709, yago11k +2023-05-07 16:19:03,189 - yago11k - [INFO] - [Epoch:28]: Training Loss:0.001686 + +2023-05-07 16:19:03,535 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:19:24,934 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:19:39,737 - yago11k - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.2142, Head : 0.06249, Avg : 0.13835 + +2023-05-07 16:19:40,831 - yago11k - [INFO] - [Epoch 28]: Training Loss: 0.001686, Valid MRR: 0.13835, + + + +2023-05-07 16:19:41,478 - yago11k - [INFO] - [E:29| 0]: Train Loss:0.0016233, Val MRR:0.13835, yago11k +2023-05-07 16:21:21,086 - yago11k - [INFO] - [E:29| 100]: Train Loss:0.0016722, Val MRR:0.13835, yago11k +2023-05-07 16:23:05,536 - yago11k - [INFO] - [E:29| 200]: Train Loss:0.0016688, Val MRR:0.13835, yago11k +2023-05-07 16:24:50,251 - yago11k - [INFO] - [E:29| 300]: Train Loss:0.0016656, Val MRR:0.13835, yago11k +2023-05-07 16:26:34,919 - yago11k - [INFO] - [E:29| 400]: Train Loss:0.0016651, Val MRR:0.13835, yago11k +2023-05-07 16:28:16,218 - yago11k - [INFO] - [E:29| 500]: Train Loss:0.001665, Val MRR:0.13835, yago11k +2023-05-07 16:29:51,895 - yago11k - [INFO] - [E:29| 600]: Train Loss:0.0016629, Val MRR:0.13835, yago11k +2023-05-07 16:29:51,896 - yago11k - [INFO] - [Epoch:29]: Training Loss:0.001663 + +2023-05-07 16:29:52,242 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:30:13,532 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:30:34,868 - yago11k - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.22043, Head : 0.07447, Avg : 0.14745 + MR: Tail : 206.62, Head : 653.85, Avg : 430.23 + Hit-1: Tail : 0.11864, Head : 0.02667, Avg : 0.07266 + Hit-3: Tail : 0.25299, Head : 0.06891, Avg : 0.16095 + Hit-10: Tail : 0.41901, Head : 0.16421, Avg : 0.29161 +2023-05-07 16:30:35,819 - yago11k - [INFO] - [Epoch 29]: Training Loss: 0.0016629, Valid MRR: 0.14745, + + + +2023-05-07 16:30:37,024 - yago11k - [INFO] - [E:30| 0]: Train Loss:0.0016335, Val MRR:0.14745, yago11k +2023-05-07 16:32:22,669 - yago11k - [INFO] - [E:30| 100]: Train Loss:0.0016397, Val MRR:0.14745, yago11k +2023-05-07 16:34:06,581 - yago11k - [INFO] - [E:30| 200]: Train Loss:0.0016463, Val MRR:0.14745, yago11k +2023-05-07 16:35:50,444 - yago11k - [INFO] - [E:30| 300]: Train Loss:0.0016457, Val MRR:0.14745, yago11k +2023-05-07 16:37:23,350 - yago11k - [INFO] - [E:30| 400]: Train Loss:0.001645, Val MRR:0.14745, yago11k +2023-05-07 16:39:06,375 - yago11k - [INFO] - [E:30| 500]: Train Loss:0.0016417, Val MRR:0.14745, yago11k +2023-05-07 16:40:48,912 - yago11k - [INFO] - [E:30| 600]: Train Loss:0.0016406, Val MRR:0.14745, yago11k +2023-05-07 16:40:48,913 - yago11k - [INFO] - [Epoch:30]: Training Loss:0.001641 + +2023-05-07 16:40:49,336 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:41:09,979 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:41:30,707 - yago11k - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.24147, Head : 0.08289, Avg : 0.16218 + +2023-05-07 16:41:31,671 - yago11k - [INFO] - [Epoch 30]: Training Loss: 0.0016406, Valid MRR: 0.16218, + + + +2023-05-07 16:41:32,894 - yago11k - [INFO] - [E:31| 0]: Train Loss:0.0017034, Val MRR:0.16218, yago11k +2023-05-07 16:43:16,281 - yago11k - [INFO] - [E:31| 100]: Train Loss:0.0016288, Val MRR:0.16218, yago11k +2023-05-07 16:44:59,724 - yago11k - [INFO] - [E:31| 200]: Train Loss:0.0016227, Val MRR:0.16218, yago11k +2023-05-07 16:46:32,829 - yago11k - [INFO] - [E:31| 300]: Train Loss:0.0016211, Val MRR:0.16218, yago11k +2023-05-07 16:48:16,659 - yago11k - [INFO] - [E:31| 400]: Train Loss:0.00162, Val MRR:0.16218, yago11k +2023-05-07 16:50:01,023 - yago11k - [INFO] - [E:31| 500]: Train Loss:0.0016193, Val MRR:0.16218, yago11k +2023-05-07 16:51:44,265 - yago11k - [INFO] - [E:31| 600]: Train Loss:0.0016183, Val MRR:0.16218, yago11k +2023-05-07 16:51:44,266 - yago11k - [INFO] - [Epoch:31]: Training Loss:0.001618 + +2023-05-07 16:51:44,749 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:52:05,695 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:52:26,908 - yago11k - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.24721, Head : 0.0963, Avg : 0.17175 + +2023-05-07 16:52:27,873 - yago11k - [INFO] - [Epoch 31]: Training Loss: 0.0016183, Valid MRR: 0.17175, + + + +2023-05-07 16:52:29,064 - yago11k - [INFO] - [E:32| 0]: Train Loss:0.0015903, Val MRR:0.17175, yago11k +2023-05-07 16:54:13,002 - yago11k - [INFO] - [E:32| 100]: Train Loss:0.0016033, Val MRR:0.17175, yago11k +2023-05-07 16:55:46,137 - yago11k - [INFO] - [E:32| 200]: Train Loss:0.0016056, Val MRR:0.17175, yago11k +2023-05-07 16:57:29,384 - yago11k - [INFO] - [E:32| 300]: Train Loss:0.001604, Val MRR:0.17175, yago11k +2023-05-07 16:59:12,692 - yago11k - [INFO] - [E:32| 400]: Train Loss:0.0016008, Val MRR:0.17175, yago11k +2023-05-07 17:00:57,030 - yago11k - [INFO] - [E:32| 500]: Train Loss:0.0015999, Val MRR:0.17175, yago11k +2023-05-07 17:02:40,352 - yago11k - [INFO] - [E:32| 600]: Train Loss:0.0015977, Val MRR:0.17175, yago11k +2023-05-07 17:02:40,352 - yago11k - [INFO] - [Epoch:32]: Training Loss:0.001598 + +2023-05-07 17:02:40,614 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:02:57,446 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:03:09,783 - yago11k - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.25964, Head : 0.10648, Avg : 0.18306 + +2023-05-07 17:03:10,755 - yago11k - [INFO] - [Epoch 32]: Training Loss: 0.0015977, Valid MRR: 0.18306, + + + +2023-05-07 17:03:11,895 - yago11k - [INFO] - [E:33| 0]: Train Loss:0.0016469, Val MRR:0.18306, yago11k +2023-05-07 17:04:55,230 - yago11k - [INFO] - [E:33| 100]: Train Loss:0.0015827, Val MRR:0.18306, yago11k +2023-05-07 17:06:37,987 - yago11k - [INFO] - [E:33| 200]: Train Loss:0.0015772, Val MRR:0.18306, yago11k +2023-05-07 17:08:21,762 - yago11k - [INFO] - [E:33| 300]: Train Loss:0.0015776, Val MRR:0.18306, yago11k +2023-05-07 17:10:05,342 - yago11k - [INFO] - [E:33| 400]: Train Loss:0.0015778, Val MRR:0.18306, yago11k +2023-05-07 17:11:42,307 - yago11k - [INFO] - [E:33| 500]: Train Loss:0.0015784, Val MRR:0.18306, yago11k +2023-05-07 17:13:21,523 - yago11k - [INFO] - [E:33| 600]: Train Loss:0.0015784, Val MRR:0.18306, yago11k +2023-05-07 17:13:21,523 - yago11k - [INFO] - [Epoch:33]: Training Loss:0.001578 + +2023-05-07 17:13:21,867 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:13:43,019 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:14:04,192 - yago11k - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.2859, Head : 0.11851, Avg : 0.2022 + +2023-05-07 17:14:05,149 - yago11k - [INFO] - [Epoch 33]: Training Loss: 0.0015784, Valid MRR: 0.2022, + + + +2023-05-07 17:14:06,386 - yago11k - [INFO] - [E:34| 0]: Train Loss:0.0015723, Val MRR:0.2022, yago11k +2023-05-07 17:15:49,430 - yago11k - [INFO] - [E:34| 100]: Train Loss:0.0015751, Val MRR:0.2022, yago11k +2023-05-07 17:17:32,489 - yago11k - [INFO] - [E:34| 200]: Train Loss:0.0015682, Val MRR:0.2022, yago11k +2023-05-07 17:19:16,382 - yago11k - [INFO] - [E:34| 300]: Train Loss:0.0015648, Val MRR:0.2022, yago11k +2023-05-07 17:20:50,144 - yago11k - [INFO] - [E:34| 400]: Train Loss:0.0015642, Val MRR:0.2022, yago11k +2023-05-07 17:22:34,302 - yago11k - [INFO] - [E:34| 500]: Train Loss:0.0015614, Val MRR:0.2022, yago11k +2023-05-07 17:24:18,246 - yago11k - [INFO] - [E:34| 600]: Train Loss:0.0015596, Val MRR:0.2022, yago11k +2023-05-07 17:24:18,247 - yago11k - [INFO] - [Epoch:34]: Training Loss:0.00156 + +2023-05-07 17:24:18,770 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:24:39,756 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:25:00,935 - yago11k - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.2822, Head : 0.12347, Avg : 0.20284 + +2023-05-07 17:25:01,893 - yago11k - [INFO] - [Epoch 34]: Training Loss: 0.0015596, Valid MRR: 0.20284, + + + +2023-05-07 17:25:03,093 - yago11k - [INFO] - [E:35| 0]: Train Loss:0.0016254, Val MRR:0.20284, yago11k +2023-05-07 17:26:47,103 - yago11k - [INFO] - [E:35| 100]: Train Loss:0.0015528, Val MRR:0.20284, yago11k +2023-05-07 17:28:31,564 - yago11k - [INFO] - [E:35| 200]: Train Loss:0.0015478, Val MRR:0.20284, yago11k +2023-05-07 17:30:04,134 - yago11k - [INFO] - [E:35| 300]: Train Loss:0.001545, Val MRR:0.20284, yago11k +2023-05-07 17:31:45,826 - yago11k - [INFO] - [E:35| 400]: Train Loss:0.0015443, Val MRR:0.20284, yago11k +2023-05-07 17:33:28,163 - yago11k - [INFO] - [E:35| 500]: Train Loss:0.0015426, Val MRR:0.20284, yago11k +2023-05-07 17:35:10,647 - yago11k - [INFO] - [E:35| 600]: Train Loss:0.0015413, Val MRR:0.20284, yago11k +2023-05-07 17:35:10,648 - yago11k - [INFO] - [Epoch:35]: Training Loss:0.001541 + +2023-05-07 17:35:10,982 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:35:32,169 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:35:53,221 - yago11k - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.28984, Head : 0.13855, Avg : 0.21419 + +2023-05-07 17:35:54,168 - yago11k - [INFO] - [Epoch 35]: Training Loss: 0.0015413, Valid MRR: 0.21419, + + + +2023-05-07 17:35:55,591 - yago11k - [INFO] - [E:36| 0]: Train Loss:0.0015247, Val MRR:0.21419, yago11k +2023-05-07 17:37:32,803 - yago11k - [INFO] - [E:36| 100]: Train Loss:0.0015275, Val MRR:0.21419, yago11k +2023-05-07 17:39:12,748 - yago11k - [INFO] - [E:36| 200]: Train Loss:0.0015288, Val MRR:0.21419, yago11k +2023-05-07 17:40:55,881 - yago11k - [INFO] - [E:36| 300]: Train Loss:0.0015283, Val MRR:0.21419, yago11k +2023-05-07 17:42:38,704 - yago11k - [INFO] - [E:36| 400]: Train Loss:0.0015266, Val MRR:0.21419, yago11k +2023-05-07 17:44:21,885 - yago11k - [INFO] - [E:36| 500]: Train Loss:0.0015277, Val MRR:0.21419, yago11k +2023-05-07 17:46:04,332 - yago11k - [INFO] - [E:36| 600]: Train Loss:0.0015261, Val MRR:0.21419, yago11k +2023-05-07 17:46:04,332 - yago11k - [INFO] - [Epoch:36]: Training Loss:0.001526 + +2023-05-07 17:46:04,551 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:46:16,770 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:46:34,388 - yago11k - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.29453, Head : 0.13671, Avg : 0.21562 + +2023-05-07 17:46:35,349 - yago11k - [INFO] - [Epoch 36]: Training Loss: 0.0015261, Valid MRR: 0.21562, + + + +2023-05-07 17:46:36,767 - yago11k - [INFO] - [E:37| 0]: Train Loss:0.0014882, Val MRR:0.21562, yago11k +2023-05-07 17:48:20,924 - yago11k - [INFO] - [E:37| 100]: Train Loss:0.0015124, Val MRR:0.21562, yago11k +2023-05-07 17:50:05,092 - yago11k - [INFO] - [E:37| 200]: Train Loss:0.0015139, Val MRR:0.21562, yago11k +2023-05-07 17:51:48,916 - yago11k - [INFO] - [E:37| 300]: Train Loss:0.0015134, Val MRR:0.21562, yago11k +2023-05-07 17:53:33,170 - yago11k - [INFO] - [E:37| 400]: Train Loss:0.001513, Val MRR:0.21562, yago11k +2023-05-07 17:55:06,531 - yago11k - [INFO] - [E:37| 500]: Train Loss:0.0015127, Val MRR:0.21562, yago11k +2023-05-07 17:56:49,787 - yago11k - [INFO] - [E:37| 600]: Train Loss:0.0015098, Val MRR:0.21562, yago11k +2023-05-07 17:56:49,787 - yago11k - [INFO] - [Epoch:37]: Training Loss:0.00151 + +2023-05-07 17:56:50,128 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:57:11,176 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:57:32,294 - yago11k - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.2957, Head : 0.1454, Avg : 0.22055 + +2023-05-07 17:57:33,241 - yago11k - [INFO] - [Epoch 37]: Training Loss: 0.0015098, Valid MRR: 0.22055, + + + +2023-05-07 17:57:34,647 - yago11k - [INFO] - [E:38| 0]: Train Loss:0.0014486, Val MRR:0.22055, yago11k +2023-05-07 17:59:17,781 - yago11k - [INFO] - [E:38| 100]: Train Loss:0.0015016, Val MRR:0.22055, yago11k +2023-05-07 18:01:00,563 - yago11k - [INFO] - [E:38| 200]: Train Loss:0.0014999, Val MRR:0.22055, yago11k +2023-05-07 18:02:43,826 - yago11k - [INFO] - [E:38| 300]: Train Loss:0.0014988, Val MRR:0.22055, yago11k +2023-05-07 18:04:16,932 - yago11k - [INFO] - [E:38| 400]: Train Loss:0.0014968, Val MRR:0.22055, yago11k +2023-05-07 18:06:00,538 - yago11k - [INFO] - [E:38| 500]: Train Loss:0.0014968, Val MRR:0.22055, yago11k +2023-05-07 18:07:44,677 - yago11k - [INFO] - [E:38| 600]: Train Loss:0.0014958, Val MRR:0.22055, yago11k +2023-05-07 18:07:44,678 - yago11k - [INFO] - [Epoch:38]: Training Loss:0.001496 + +2023-05-07 18:07:45,023 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:08:06,431 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:08:27,479 - yago11k - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.31033, Head : 0.15121, Avg : 0.23077 + +2023-05-07 18:08:28,422 - yago11k - [INFO] - [Epoch 38]: Training Loss: 0.0014958, Valid MRR: 0.23077, + + + +2023-05-07 18:08:29,817 - yago11k - [INFO] - [E:39| 0]: Train Loss:0.0014858, Val MRR:0.23077, yago11k +2023-05-07 18:10:12,915 - yago11k - [INFO] - [E:39| 100]: Train Loss:0.0014827, Val MRR:0.23077, yago11k +2023-05-07 18:11:56,511 - yago11k - [INFO] - [E:39| 200]: Train Loss:0.0014836, Val MRR:0.23077, yago11k +2023-05-07 18:13:29,777 - yago11k - [INFO] - [E:39| 300]: Train Loss:0.0014839, Val MRR:0.23077, yago11k +2023-05-07 18:15:13,012 - yago11k - [INFO] - [E:39| 400]: Train Loss:0.0014832, Val MRR:0.23077, yago11k +2023-05-07 18:16:55,954 - yago11k - [INFO] - [E:39| 500]: Train Loss:0.0014814, Val MRR:0.23077, yago11k +2023-05-07 18:18:38,665 - yago11k - [INFO] - [E:39| 600]: Train Loss:0.0014814, Val MRR:0.23077, yago11k +2023-05-07 18:18:38,665 - yago11k - [INFO] - [Epoch:39]: Training Loss:0.001481 + +2023-05-07 18:18:39,154 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:18:59,885 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:19:21,132 - yago11k - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.32739, Head : 0.16107, Avg : 0.24423 + MR: Tail : 249.29, Head : 614.69, Avg : 431.99 + Hit-1: Tail : 0.2252, Head : 0.10864, Avg : 0.16692 + Hit-3: Tail : 0.36955, Head : 0.16477, Avg : 0.26716 + Hit-10: Tail : 0.53543, Head : 0.26216, Avg : 0.39879 +2023-05-07 18:19:22,092 - yago11k - [INFO] - [Epoch 39]: Training Loss: 0.0014814, Valid MRR: 0.24423, + + + +2023-05-07 18:19:23,273 - yago11k - [INFO] - [E:40| 0]: Train Loss:0.0014528, Val MRR:0.24423, yago11k +2023-05-07 18:21:02,367 - yago11k - [INFO] - [E:40| 100]: Train Loss:0.0014586, Val MRR:0.24423, yago11k +2023-05-07 18:22:41,549 - yago11k - [INFO] - [E:40| 200]: Train Loss:0.0014642, Val MRR:0.24423, yago11k +2023-05-07 18:24:25,958 - yago11k - [INFO] - [E:40| 300]: Train Loss:0.001468, Val MRR:0.24423, yago11k +2023-05-07 18:26:10,483 - yago11k - [INFO] - [E:40| 400]: Train Loss:0.0014681, Val MRR:0.24423, yago11k +2023-05-07 18:27:53,578 - yago11k - [INFO] - [E:40| 500]: Train Loss:0.0014691, Val MRR:0.24423, yago11k +2023-05-07 18:29:35,603 - yago11k - [INFO] - [E:40| 600]: Train Loss:0.001469, Val MRR:0.24423, yago11k +2023-05-07 18:29:35,603 - yago11k - [INFO] - [Epoch:40]: Training Loss:0.001469 + +2023-05-07 18:29:35,824 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:29:48,027 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:30:06,213 - yago11k - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.33048, Head : 0.16469, Avg : 0.24759 + +2023-05-07 18:30:07,173 - yago11k - [INFO] - [Epoch 40]: Training Loss: 0.001469, Valid MRR: 0.24759, + + + +2023-05-07 18:30:08,201 - yago11k - [INFO] - [E:41| 0]: Train Loss:0.0013983, Val MRR:0.24759, yago11k +2023-05-07 18:31:52,437 - yago11k - [INFO] - [E:41| 100]: Train Loss:0.0014626, Val MRR:0.24759, yago11k +2023-05-07 18:33:36,494 - yago11k - [INFO] - [E:41| 200]: Train Loss:0.0014596, Val MRR:0.24759, yago11k +2023-05-07 18:35:20,593 - yago11k - [INFO] - [E:41| 300]: Train Loss:0.0014585, Val MRR:0.24759, yago11k +2023-05-07 18:37:04,618 - yago11k - [INFO] - [E:41| 400]: Train Loss:0.0014583, Val MRR:0.24759, yago11k +2023-05-07 18:38:38,467 - yago11k - [INFO] - [E:41| 500]: Train Loss:0.0014585, Val MRR:0.24759, yago11k +2023-05-07 18:40:21,439 - yago11k - [INFO] - [E:41| 600]: Train Loss:0.0014571, Val MRR:0.24759, yago11k +2023-05-07 18:40:21,439 - yago11k - [INFO] - [Epoch:41]: Training Loss:0.001457 + +2023-05-07 18:40:21,879 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:40:42,682 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:41:03,508 - yago11k - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.32566, Head : 0.1693, Avg : 0.24748 + +2023-05-07 18:41:03,508 - yago11k - [INFO] - [Epoch 41]: Training Loss: 0.0014571, Valid MRR: 0.24759, + + + +2023-05-07 18:41:04,685 - yago11k - [INFO] - [E:42| 0]: Train Loss:0.001499, Val MRR:0.24759, yago11k +2023-05-07 18:42:48,630 - yago11k - [INFO] - [E:42| 100]: Train Loss:0.0014562, Val MRR:0.24759, yago11k +2023-05-07 18:44:32,229 - yago11k - [INFO] - [E:42| 200]: Train Loss:0.00145, Val MRR:0.24759, yago11k +2023-05-07 18:46:16,360 - yago11k - [INFO] - [E:42| 300]: Train Loss:0.0014506, Val MRR:0.24759, yago11k +2023-05-07 18:47:49,398 - yago11k - [INFO] - [E:42| 400]: Train Loss:0.0014479, Val MRR:0.24759, yago11k +2023-05-07 18:49:33,531 - yago11k - [INFO] - [E:42| 500]: Train Loss:0.0014475, Val MRR:0.24759, yago11k +2023-05-07 18:51:16,240 - yago11k - [INFO] - [E:42| 600]: Train Loss:0.0014463, Val MRR:0.24759, yago11k +2023-05-07 18:51:16,240 - yago11k - [INFO] - [Epoch:42]: Training Loss:0.001446 + +2023-05-07 18:51:16,585 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:51:37,898 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:51:59,149 - yago11k - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.32798, Head : 0.17264, Avg : 0.25031 + +2023-05-07 18:52:00,118 - yago11k - [INFO] - [Epoch 42]: Training Loss: 0.0014463, Valid MRR: 0.25031, + + + +2023-05-07 18:52:01,501 - yago11k - [INFO] - [E:43| 0]: Train Loss:0.0014214, Val MRR:0.25031, yago11k +2023-05-07 18:53:45,516 - yago11k - [INFO] - [E:43| 100]: Train Loss:0.0014362, Val MRR:0.25031, yago11k +2023-05-07 18:55:31,088 - yago11k - [INFO] - [E:43| 200]: Train Loss:0.0014385, Val MRR:0.25031, yago11k +2023-05-07 18:57:04,252 - yago11k - [INFO] - [E:43| 300]: Train Loss:0.0014367, Val MRR:0.25031, yago11k +2023-05-07 18:58:47,852 - yago11k - [INFO] - [E:43| 400]: Train Loss:0.0014358, Val MRR:0.25031, yago11k +2023-05-07 19:00:31,366 - yago11k - [INFO] - [E:43| 500]: Train Loss:0.0014346, Val MRR:0.25031, yago11k +2023-05-07 19:02:12,922 - yago11k - [INFO] - [E:43| 600]: Train Loss:0.0014347, Val MRR:0.25031, yago11k +2023-05-07 19:02:12,923 - yago11k - [INFO] - [Epoch:43]: Training Loss:0.001435 + +2023-05-07 19:02:13,339 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:02:33,603 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:02:53,743 - yago11k - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.33572, Head : 0.17928, Avg : 0.2575 + +2023-05-07 19:02:54,691 - yago11k - [INFO] - [Epoch 43]: Training Loss: 0.0014347, Valid MRR: 0.2575, + + + +2023-05-07 19:02:55,756 - yago11k - [INFO] - [E:44| 0]: Train Loss:0.0013915, Val MRR:0.2575, yago11k +2023-05-07 19:04:27,858 - yago11k - [INFO] - [E:44| 100]: Train Loss:0.0014281, Val MRR:0.2575, yago11k +2023-05-07 19:06:11,213 - yago11k - [INFO] - [E:44| 200]: Train Loss:0.0014276, Val MRR:0.2575, yago11k +2023-05-07 19:07:55,663 - yago11k - [INFO] - [E:44| 300]: Train Loss:0.0014254, Val MRR:0.2575, yago11k +2023-05-07 19:09:39,681 - yago11k - [INFO] - [E:44| 400]: Train Loss:0.001426, Val MRR:0.2575, yago11k +2023-05-07 19:11:23,609 - yago11k - [INFO] - [E:44| 500]: Train Loss:0.0014256, Val MRR:0.2575, yago11k +2023-05-07 19:12:56,333 - yago11k - [INFO] - [E:44| 600]: Train Loss:0.0014254, Val MRR:0.2575, yago11k +2023-05-07 19:12:56,334 - yago11k - [INFO] - [Epoch:44]: Training Loss:0.001425 + +2023-05-07 19:12:56,596 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:13:18,009 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:13:39,159 - yago11k - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.33245, Head : 0.18303, Avg : 0.25774 + +2023-05-07 19:13:40,113 - yago11k - [INFO] - [Epoch 44]: Training Loss: 0.0014254, Valid MRR: 0.25774, + + + +2023-05-07 19:13:41,161 - yago11k - [INFO] - [E:45| 0]: Train Loss:0.0013914, Val MRR:0.25774, yago11k +2023-05-07 19:15:24,806 - yago11k - [INFO] - [E:45| 100]: Train Loss:0.0014194, Val MRR:0.25774, yago11k +2023-05-07 19:17:08,138 - yago11k - [INFO] - [E:45| 200]: Train Loss:0.0014163, Val MRR:0.25774, yago11k +2023-05-07 19:18:51,534 - yago11k - [INFO] - [E:45| 300]: Train Loss:0.0014172, Val MRR:0.25774, yago11k +2023-05-07 19:20:35,109 - yago11k - [INFO] - [E:45| 400]: Train Loss:0.0014173, Val MRR:0.25774, yago11k +2023-05-07 19:22:08,143 - yago11k - [INFO] - [E:45| 500]: Train Loss:0.0014163, Val MRR:0.25774, yago11k +2023-05-07 19:23:50,459 - yago11k - [INFO] - [E:45| 600]: Train Loss:0.0014155, Val MRR:0.25774, yago11k +2023-05-07 19:23:50,459 - yago11k - [INFO] - [Epoch:45]: Training Loss:0.001416 + +2023-05-07 19:23:50,973 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:24:11,801 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:24:33,244 - yago11k - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.35204, Head : 0.18608, Avg : 0.26906 + +2023-05-07 19:24:34,284 - yago11k - [INFO] - [Epoch 45]: Training Loss: 0.0014155, Valid MRR: 0.26906, + + + +2023-05-07 19:24:35,493 - yago11k - [INFO] - [E:46| 0]: Train Loss:0.0013849, Val MRR:0.26906, yago11k +2023-05-07 19:26:18,511 - yago11k - [INFO] - [E:46| 100]: Train Loss:0.0014002, Val MRR:0.26906, yago11k +2023-05-07 19:28:01,903 - yago11k - [INFO] - [E:46| 200]: Train Loss:0.0014046, Val MRR:0.26906, yago11k +2023-05-07 19:29:45,897 - yago11k - [INFO] - [E:46| 300]: Train Loss:0.0014084, Val MRR:0.26906, yago11k +2023-05-07 19:31:19,037 - yago11k - [INFO] - [E:46| 400]: Train Loss:0.0014077, Val MRR:0.26906, yago11k +2023-05-07 19:33:01,863 - yago11k - [INFO] - [E:46| 500]: Train Loss:0.0014083, Val MRR:0.26906, yago11k +2023-05-07 19:34:44,533 - yago11k - [INFO] - [E:46| 600]: Train Loss:0.0014073, Val MRR:0.26906, yago11k +2023-05-07 19:34:44,533 - yago11k - [INFO] - [Epoch:46]: Training Loss:0.001407 + +2023-05-07 19:34:45,053 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:35:05,923 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:35:27,270 - yago11k - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.34568, Head : 0.18739, Avg : 0.26653 + +2023-05-07 19:35:27,270 - yago11k - [INFO] - [Epoch 46]: Training Loss: 0.0014073, Valid MRR: 0.26906, + + + +2023-05-07 19:35:28,448 - yago11k - [INFO] - [E:47| 0]: Train Loss:0.0013648, Val MRR:0.26906, yago11k +2023-05-07 19:37:12,638 - yago11k - [INFO] - [E:47| 100]: Train Loss:0.0014006, Val MRR:0.26906, yago11k +2023-05-07 19:38:48,510 - yago11k - [INFO] - [E:47| 200]: Train Loss:0.001398, Val MRR:0.26906, yago11k +2023-05-07 19:40:30,201 - yago11k - [INFO] - [E:47| 300]: Train Loss:0.0013985, Val MRR:0.26906, yago11k +2023-05-07 19:42:13,837 - yago11k - [INFO] - [E:47| 400]: Train Loss:0.0013985, Val MRR:0.26906, yago11k +2023-05-07 19:43:58,939 - yago11k - [INFO] - [E:47| 500]: Train Loss:0.0013985, Val MRR:0.26906, yago11k +2023-05-07 19:45:41,439 - yago11k - [INFO] - [E:47| 600]: Train Loss:0.0013983, Val MRR:0.26906, yago11k +2023-05-07 19:45:41,439 - yago11k - [INFO] - [Epoch:47]: Training Loss:0.001398 + +2023-05-07 19:45:41,704 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:46:02,771 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:46:23,700 - yago11k - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.35947, Head : 0.1886, Avg : 0.27403 + +2023-05-07 19:46:24,643 - yago11k - [INFO] - [Epoch 47]: Training Loss: 0.0013983, Valid MRR: 0.27403, + + + +2023-05-07 19:46:25,832 - yago11k - [INFO] - [E:48| 0]: Train Loss:0.0014319, Val MRR:0.27403, yago11k +2023-05-07 19:47:58,387 - yago11k - [INFO] - [E:48| 100]: Train Loss:0.001391, Val MRR:0.27403, yago11k +2023-05-07 19:49:41,012 - yago11k - [INFO] - [E:48| 200]: Train Loss:0.001388, Val MRR:0.27403, yago11k +2023-05-07 19:51:23,951 - yago11k - [INFO] - [E:48| 300]: Train Loss:0.0013902, Val MRR:0.27403, yago11k +2023-05-07 19:53:07,179 - yago11k - [INFO] - [E:48| 400]: Train Loss:0.0013905, Val MRR:0.27403, yago11k +2023-05-07 19:54:50,085 - yago11k - [INFO] - [E:48| 500]: Train Loss:0.0013901, Val MRR:0.27403, yago11k +2023-05-07 19:56:22,071 - yago11k - [INFO] - [E:48| 600]: Train Loss:0.0013911, Val MRR:0.27403, yago11k +2023-05-07 19:56:22,072 - yago11k - [INFO] - [Epoch:48]: Training Loss:0.001391 + +2023-05-07 19:56:22,384 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:56:43,417 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:57:04,441 - yago11k - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.35894, Head : 0.19248, Avg : 0.27571 + +2023-05-07 19:57:05,399 - yago11k - [INFO] - [Epoch 48]: Training Loss: 0.0013911, Valid MRR: 0.27571, + + + +2023-05-07 19:57:06,522 - yago11k - [INFO] - [E:49| 0]: Train Loss:0.0013308, Val MRR:0.27571, yago11k +2023-05-07 19:58:49,894 - yago11k - [INFO] - [E:49| 100]: Train Loss:0.0013843, Val MRR:0.27571, yago11k +2023-05-07 20:00:33,205 - yago11k - [INFO] - [E:49| 200]: Train Loss:0.0013811, Val MRR:0.27571, yago11k +2023-05-07 20:02:16,179 - yago11k - [INFO] - [E:49| 300]: Train Loss:0.0013847, Val MRR:0.27571, yago11k +2023-05-07 20:03:59,627 - yago11k - [INFO] - [E:49| 400]: Train Loss:0.0013855, Val MRR:0.27571, yago11k +2023-05-07 20:05:32,956 - yago11k - [INFO] - [E:49| 500]: Train Loss:0.0013841, Val MRR:0.27571, yago11k +2023-05-07 20:07:16,470 - yago11k - [INFO] - [E:49| 600]: Train Loss:0.0013829, Val MRR:0.27571, yago11k +2023-05-07 20:07:16,471 - yago11k - [INFO] - [Epoch:49]: Training Loss:0.001383 + +2023-05-07 20:07:16,732 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:07:38,128 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:07:59,017 - yago11k - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.36109, Head : 0.19619, Avg : 0.27864 + MR: Tail : 298.11, Head : 629.29, Avg : 463.7 + Hit-1: Tail : 0.25979, Head : 0.15046, Avg : 0.20513 + Hit-3: Tail : 0.41053, Head : 0.19116, Avg : 0.30085 + Hit-10: Tail : 0.55891, Head : 0.293, Avg : 0.42595 +2023-05-07 20:07:59,959 - yago11k - [INFO] - [Epoch 49]: Training Loss: 0.0013829, Valid MRR: 0.27864, + + + +2023-05-07 20:08:01,105 - yago11k - [INFO] - [E:50| 0]: Train Loss:0.0013244, Val MRR:0.27864, yago11k +2023-05-07 20:09:44,323 - yago11k - [INFO] - [E:50| 100]: Train Loss:0.0013699, Val MRR:0.27864, yago11k +2023-05-07 20:11:28,293 - yago11k - [INFO] - [E:50| 200]: Train Loss:0.0013722, Val MRR:0.27864, yago11k +2023-05-07 20:13:11,752 - yago11k - [INFO] - [E:50| 300]: Train Loss:0.0013741, Val MRR:0.27864, yago11k +2023-05-07 20:14:44,580 - yago11k - [INFO] - [E:50| 400]: Train Loss:0.0013749, Val MRR:0.27864, yago11k +2023-05-07 20:16:27,904 - yago11k - [INFO] - [E:50| 500]: Train Loss:0.0013751, Val MRR:0.27864, yago11k +2023-05-07 20:18:10,396 - yago11k - [INFO] - [E:50| 600]: Train Loss:0.0013757, Val MRR:0.27864, yago11k +2023-05-07 20:18:10,397 - yago11k - [INFO] - [Epoch:50]: Training Loss:0.001376 + +2023-05-07 20:18:10,913 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:18:31,670 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:18:52,965 - yago11k - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.36382, Head : 0.19798, Avg : 0.2809 + +2023-05-07 20:18:53,918 - yago11k - [INFO] - [Epoch 50]: Training Loss: 0.0013757, Valid MRR: 0.2809, + + + +2023-05-07 20:18:55,104 - yago11k - [INFO] - [E:51| 0]: Train Loss:0.0013666, Val MRR:0.2809, yago11k +2023-05-07 20:20:38,310 - yago11k - [INFO] - [E:51| 100]: Train Loss:0.0013667, Val MRR:0.2809, yago11k +2023-05-07 20:22:13,038 - yago11k - [INFO] - [E:51| 200]: Train Loss:0.0013675, Val MRR:0.2809, yago11k +2023-05-07 20:23:54,034 - yago11k - [INFO] - [E:51| 300]: Train Loss:0.0013671, Val MRR:0.2809, yago11k +2023-05-07 20:25:37,453 - yago11k - [INFO] - [E:51| 400]: Train Loss:0.0013687, Val MRR:0.2809, yago11k +2023-05-07 20:27:20,851 - yago11k - [INFO] - [E:51| 500]: Train Loss:0.0013687, Val MRR:0.2809, yago11k +2023-05-07 20:29:03,975 - yago11k - [INFO] - [E:51| 600]: Train Loss:0.0013696, Val MRR:0.2809, yago11k +2023-05-07 20:29:03,976 - yago11k - [INFO] - [Epoch:51]: Training Loss:0.00137 + +2023-05-07 20:29:04,488 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:29:25,367 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:29:46,409 - yago11k - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.36128, Head : 0.19581, Avg : 0.27854 + +2023-05-07 20:29:46,409 - yago11k - [INFO] - [Epoch 51]: Training Loss: 0.0013696, Valid MRR: 0.2809, + + + +2023-05-07 20:29:47,512 - yago11k - [INFO] - [E:52| 0]: Train Loss:0.0013417, Val MRR:0.2809, yago11k +2023-05-07 20:31:22,805 - yago11k - [INFO] - [E:52| 100]: Train Loss:0.0013642, Val MRR:0.2809, yago11k +2023-05-07 20:33:05,162 - yago11k - [INFO] - [E:52| 200]: Train Loss:0.0013615, Val MRR:0.2809, yago11k +2023-05-07 20:34:46,877 - yago11k - [INFO] - [E:52| 300]: Train Loss:0.0013645, Val MRR:0.2809, yago11k +2023-05-07 20:36:31,175 - yago11k - [INFO] - [E:52| 400]: Train Loss:0.0013637, Val MRR:0.2809, yago11k +2023-05-07 20:38:14,895 - yago11k - [INFO] - [E:52| 500]: Train Loss:0.0013631, Val MRR:0.2809, yago11k +2023-05-07 20:39:46,779 - yago11k - [INFO] - [E:52| 600]: Train Loss:0.0013629, Val MRR:0.2809, yago11k +2023-05-07 20:39:46,780 - yago11k - [INFO] - [Epoch:52]: Training Loss:0.001363 + +2023-05-07 20:39:47,125 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:40:08,341 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:40:29,157 - yago11k - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.36653, Head : 0.19822, Avg : 0.28238 + +2023-05-07 20:40:30,171 - yago11k - [INFO] - [Epoch 52]: Training Loss: 0.0013629, Valid MRR: 0.28238, + + + +2023-05-07 20:40:31,369 - yago11k - [INFO] - [E:53| 0]: Train Loss:0.0013612, Val MRR:0.28238, yago11k +2023-05-07 20:42:14,794 - yago11k - [INFO] - [E:53| 100]: Train Loss:0.0013537, Val MRR:0.28238, yago11k +2023-05-07 20:43:58,976 - yago11k - [INFO] - [E:53| 200]: Train Loss:0.0013547, Val MRR:0.28238, yago11k +2023-05-07 20:45:42,698 - yago11k - [INFO] - [E:53| 300]: Train Loss:0.0013548, Val MRR:0.28238, yago11k +2023-05-07 20:47:27,012 - yago11k - [INFO] - [E:53| 400]: Train Loss:0.0013554, Val MRR:0.28238, yago11k +2023-05-07 20:49:00,203 - yago11k - [INFO] - [E:53| 500]: Train Loss:0.001355, Val MRR:0.28238, yago11k +2023-05-07 20:50:42,646 - yago11k - [INFO] - [E:53| 600]: Train Loss:0.0013566, Val MRR:0.28238, yago11k +2023-05-07 20:50:42,646 - yago11k - [INFO] - [Epoch:53]: Training Loss:0.001357 + +2023-05-07 20:50:43,132 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:51:03,969 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:51:25,191 - yago11k - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.37122, Head : 0.20021, Avg : 0.28571 + +2023-05-07 20:51:26,140 - yago11k - [INFO] - [Epoch 53]: Training Loss: 0.0013566, Valid MRR: 0.28571, + + + +2023-05-07 20:51:27,332 - yago11k - [INFO] - [E:54| 0]: Train Loss:0.0013067, Val MRR:0.28571, yago11k +2023-05-07 20:53:10,871 - yago11k - [INFO] - [E:54| 100]: Train Loss:0.0013518, Val MRR:0.28571, yago11k +2023-05-07 20:54:54,013 - yago11k - [INFO] - [E:54| 200]: Train Loss:0.0013497, Val MRR:0.28571, yago11k +2023-05-07 20:56:31,874 - yago11k - [INFO] - [E:54| 300]: Train Loss:0.0013495, Val MRR:0.28571, yago11k +2023-05-07 20:58:09,631 - yago11k - [INFO] - [E:54| 400]: Train Loss:0.0013503, Val MRR:0.28571, yago11k +2023-05-07 20:59:52,831 - yago11k - [INFO] - [E:54| 500]: Train Loss:0.0013493, Val MRR:0.28571, yago11k +2023-05-07 21:01:35,494 - yago11k - [INFO] - [E:54| 600]: Train Loss:0.0013512, Val MRR:0.28571, yago11k +2023-05-07 21:01:35,494 - yago11k - [INFO] - [Epoch:54]: Training Loss:0.001351 + +2023-05-07 21:01:35,946 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:01:56,817 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:02:18,302 - yago11k - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.36589, Head : 0.20332, Avg : 0.28461 + +2023-05-07 21:02:18,303 - yago11k - [INFO] - [Epoch 54]: Training Loss: 0.0013512, Valid MRR: 0.28571, + + + +2023-05-07 21:02:19,231 - yago11k - [INFO] - [E:55| 0]: Train Loss:0.0013707, Val MRR:0.28571, yago11k +2023-05-07 21:04:02,645 - yago11k - [INFO] - [E:55| 100]: Train Loss:0.0013484, Val MRR:0.28571, yago11k +2023-05-07 21:05:35,592 - yago11k - [INFO] - [E:55| 200]: Train Loss:0.0013464, Val MRR:0.28571, yago11k +2023-05-07 21:07:19,121 - yago11k - [INFO] - [E:55| 300]: Train Loss:0.0013466, Val MRR:0.28571, yago11k +2023-05-07 21:09:02,316 - yago11k - [INFO] - [E:55| 400]: Train Loss:0.001346, Val MRR:0.28571, yago11k +2023-05-07 21:10:45,371 - yago11k - [INFO] - [E:55| 500]: Train Loss:0.0013455, Val MRR:0.28571, yago11k +2023-05-07 21:12:27,426 - yago11k - [INFO] - [E:55| 600]: Train Loss:0.0013453, Val MRR:0.28571, yago11k +2023-05-07 21:12:27,426 - yago11k - [INFO] - [Epoch:55]: Training Loss:0.001345 + +2023-05-07 21:12:27,691 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:12:48,650 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:13:09,920 - yago11k - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.37269, Head : 0.20251, Avg : 0.2876 + +2023-05-07 21:13:10,859 - yago11k - [INFO] - [Epoch 55]: Training Loss: 0.0013453, Valid MRR: 0.2876, + + + +2023-05-07 21:13:12,061 - yago11k - [INFO] - [E:56| 0]: Train Loss:0.0012799, Val MRR:0.2876, yago11k +2023-05-07 21:14:45,555 - yago11k - [INFO] - [E:56| 100]: Train Loss:0.0013425, Val MRR:0.2876, yago11k +2023-05-07 21:16:29,941 - yago11k - [INFO] - [E:56| 200]: Train Loss:0.0013413, Val MRR:0.2876, yago11k +2023-05-07 21:18:14,345 - yago11k - [INFO] - [E:56| 300]: Train Loss:0.0013389, Val MRR:0.2876, yago11k +2023-05-07 21:19:59,112 - yago11k - [INFO] - [E:56| 400]: Train Loss:0.001339, Val MRR:0.2876, yago11k +2023-05-07 21:21:42,718 - yago11k - [INFO] - [E:56| 500]: Train Loss:0.0013388, Val MRR:0.2876, yago11k +2023-05-07 21:23:15,570 - yago11k - [INFO] - [E:56| 600]: Train Loss:0.0013391, Val MRR:0.2876, yago11k +2023-05-07 21:23:15,570 - yago11k - [INFO] - [Epoch:56]: Training Loss:0.001339 + +2023-05-07 21:23:15,832 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:23:37,137 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:23:58,093 - yago11k - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.37002, Head : 0.20462, Avg : 0.28732 + +2023-05-07 21:23:58,093 - yago11k - [INFO] - [Epoch 56]: Training Loss: 0.0013391, Valid MRR: 0.2876, + + + +2023-05-07 21:23:59,303 - yago11k - [INFO] - [E:57| 0]: Train Loss:0.0014582, Val MRR:0.2876, yago11k +2023-05-07 21:25:43,553 - yago11k - [INFO] - [E:57| 100]: Train Loss:0.0013313, Val MRR:0.2876, yago11k +2023-05-07 21:27:27,854 - yago11k - [INFO] - [E:57| 200]: Train Loss:0.0013345, Val MRR:0.2876, yago11k +2023-05-07 21:29:12,249 - yago11k - [INFO] - [E:57| 300]: Train Loss:0.0013358, Val MRR:0.2876, yago11k +2023-05-07 21:30:55,963 - yago11k - [INFO] - [E:57| 400]: Train Loss:0.0013357, Val MRR:0.2876, yago11k +2023-05-07 21:32:28,924 - yago11k - [INFO] - [E:57| 500]: Train Loss:0.0013351, Val MRR:0.2876, yago11k +2023-05-07 21:34:11,506 - yago11k - [INFO] - [E:57| 600]: Train Loss:0.0013349, Val MRR:0.2876, yago11k +2023-05-07 21:34:11,507 - yago11k - [INFO] - [Epoch:57]: Training Loss:0.001335 + +2023-05-07 21:34:11,837 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:34:32,970 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:34:54,249 - yago11k - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.37077, Head : 0.20704, Avg : 0.2889 + +2023-05-07 21:34:55,200 - yago11k - [INFO] - [Epoch 57]: Training Loss: 0.0013349, Valid MRR: 0.2889, + + + +2023-05-07 21:34:55,984 - yago11k - [INFO] - [E:58| 0]: Train Loss:0.0013804, Val MRR:0.2889, yago11k +2023-05-07 21:36:39,050 - yago11k - [INFO] - [E:58| 100]: Train Loss:0.001331, Val MRR:0.2889, yago11k +2023-05-07 21:38:22,154 - yago11k - [INFO] - [E:58| 200]: Train Loss:0.0013306, Val MRR:0.2889, yago11k +2023-05-07 21:39:59,983 - yago11k - [INFO] - [E:58| 300]: Train Loss:0.0013306, Val MRR:0.2889, yago11k +2023-05-07 21:41:38,534 - yago11k - [INFO] - [E:58| 400]: Train Loss:0.0013289, Val MRR:0.2889, yago11k +2023-05-07 21:43:22,408 - yago11k - [INFO] - [E:58| 500]: Train Loss:0.0013289, Val MRR:0.2889, yago11k +2023-05-07 21:45:06,105 - yago11k - [INFO] - [E:58| 600]: Train Loss:0.0013296, Val MRR:0.2889, yago11k +2023-05-07 21:45:06,105 - yago11k - [INFO] - [Epoch:58]: Training Loss:0.00133 + +2023-05-07 21:45:06,617 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:45:27,678 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:45:48,905 - yago11k - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.37109, Head : 0.21075, Avg : 0.29092 + +2023-05-07 21:45:49,860 - yago11k - [INFO] - [Epoch 58]: Training Loss: 0.0013296, Valid MRR: 0.29092, + + + +2023-05-07 21:45:51,109 - yago11k - [INFO] - [E:59| 0]: Train Loss:0.0012828, Val MRR:0.29092, yago11k +2023-05-07 21:47:35,218 - yago11k - [INFO] - [E:59| 100]: Train Loss:0.0013262, Val MRR:0.29092, yago11k +2023-05-07 21:49:09,009 - yago11k - [INFO] - [E:59| 200]: Train Loss:0.001323, Val MRR:0.29092, yago11k +2023-05-07 21:50:52,039 - yago11k - [INFO] - [E:59| 300]: Train Loss:0.0013245, Val MRR:0.29092, yago11k +2023-05-07 21:52:35,017 - yago11k - [INFO] - [E:59| 400]: Train Loss:0.0013248, Val MRR:0.29092, yago11k +2023-05-07 21:54:18,288 - yago11k - [INFO] - [E:59| 500]: Train Loss:0.0013239, Val MRR:0.29092, yago11k +2023-05-07 21:56:00,832 - yago11k - [INFO] - [E:59| 600]: Train Loss:0.0013252, Val MRR:0.29092, yago11k +2023-05-07 21:56:00,832 - yago11k - [INFO] - [Epoch:59]: Training Loss:0.001325 + +2023-05-07 21:56:01,177 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:56:22,474 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:56:43,477 - yago11k - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.37309, Head : 0.21263, Avg : 0.29286 + MR: Tail : 299.61, Head : 632.74, Avg : 466.18 + Hit-1: Tail : 0.26785, Head : 0.16977, Avg : 0.21881 + Hit-3: Tail : 0.4372, Head : 0.20381, Avg : 0.32051 + Hit-10: Tail : 0.55821, Head : 0.29675, Avg : 0.42748 +2023-05-07 21:56:44,421 - yago11k - [INFO] - [Epoch 59]: Training Loss: 0.0013252, Valid MRR: 0.29286, + + + +2023-05-07 21:56:45,851 - yago11k - [INFO] - [E:60| 0]: Train Loss:0.0012939, Val MRR:0.29286, yago11k +2023-05-07 21:58:19,186 - yago11k - [INFO] - [E:60| 100]: Train Loss:0.0013179, Val MRR:0.29286, yago11k +2023-05-07 22:00:01,709 - yago11k - [INFO] - [E:60| 200]: Train Loss:0.0013213, Val MRR:0.29286, yago11k +2023-05-07 22:01:44,589 - yago11k - [INFO] - [E:60| 300]: Train Loss:0.0013189, Val MRR:0.29286, yago11k +2023-05-07 22:03:27,690 - yago11k - [INFO] - [E:60| 400]: Train Loss:0.0013194, Val MRR:0.29286, yago11k +2023-05-07 22:05:08,819 - yago11k - [INFO] - [E:60| 500]: Train Loss:0.0013195, Val MRR:0.29286, yago11k +2023-05-07 22:06:42,568 - yago11k - [INFO] - [E:60| 600]: Train Loss:0.0013202, Val MRR:0.29286, yago11k +2023-05-07 22:06:42,569 - yago11k - [INFO] - [Epoch:60]: Training Loss:0.00132 + +2023-05-07 22:06:43,078 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:07:03,985 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:07:25,111 - yago11k - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.37724, Head : 0.21167, Avg : 0.29446 + +2023-05-07 22:07:26,053 - yago11k - [INFO] - [Epoch 60]: Training Loss: 0.0013202, Valid MRR: 0.29446, + + + +2023-05-07 22:07:27,470 - yago11k - [INFO] - [E:61| 0]: Train Loss:0.0013194, Val MRR:0.29446, yago11k +2023-05-07 22:09:10,654 - yago11k - [INFO] - [E:61| 100]: Train Loss:0.0013152, Val MRR:0.29446, yago11k +2023-05-07 22:10:53,849 - yago11k - [INFO] - [E:61| 200]: Train Loss:0.0013164, Val MRR:0.29446, yago11k +2023-05-07 22:12:36,808 - yago11k - [INFO] - [E:61| 300]: Train Loss:0.0013149, Val MRR:0.29446, yago11k +2023-05-07 22:14:20,081 - yago11k - [INFO] - [E:61| 400]: Train Loss:0.001316, Val MRR:0.29446, yago11k +2023-05-07 22:15:53,414 - yago11k - [INFO] - [E:61| 500]: Train Loss:0.0013162, Val MRR:0.29446, yago11k +2023-05-07 22:17:36,216 - yago11k - [INFO] - [E:61| 600]: Train Loss:0.0013165, Val MRR:0.29446, yago11k +2023-05-07 22:17:36,216 - yago11k - [INFO] - [Epoch:61]: Training Loss:0.001316 + +2023-05-07 22:17:36,570 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:17:57,730 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:18:18,991 - yago11k - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.37716, Head : 0.21371, Avg : 0.29543 + +2023-05-07 22:18:19,934 - yago11k - [INFO] - [Epoch 61]: Training Loss: 0.0013165, Valid MRR: 0.29543, + + + +2023-05-07 22:18:20,772 - yago11k - [INFO] - [E:62| 0]: Train Loss:0.0012647, Val MRR:0.29543, yago11k +2023-05-07 22:20:03,664 - yago11k - [INFO] - [E:62| 100]: Train Loss:0.0013064, Val MRR:0.29543, yago11k +2023-05-07 22:21:47,115 - yago11k - [INFO] - [E:62| 200]: Train Loss:0.0013097, Val MRR:0.29543, yago11k +2023-05-07 22:23:20,126 - yago11k - [INFO] - [E:62| 300]: Train Loss:0.0013098, Val MRR:0.29543, yago11k +2023-05-07 22:25:03,746 - yago11k - [INFO] - [E:62| 400]: Train Loss:0.0013117, Val MRR:0.29543, yago11k +2023-05-07 22:26:46,915 - yago11k - [INFO] - [E:62| 500]: Train Loss:0.0013132, Val MRR:0.29543, yago11k +2023-05-07 22:28:29,696 - yago11k - [INFO] - [E:62| 600]: Train Loss:0.0013123, Val MRR:0.29543, yago11k +2023-05-07 22:28:29,696 - yago11k - [INFO] - [Epoch:62]: Training Loss:0.001312 + +2023-05-07 22:28:30,041 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:28:51,287 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:29:12,188 - yago11k - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.37823, Head : 0.2155, Avg : 0.29686 + +2023-05-07 22:29:13,144 - yago11k - [INFO] - [Epoch 62]: Training Loss: 0.0013123, Valid MRR: 0.29686, + + + +2023-05-07 22:29:14,204 - yago11k - [INFO] - [E:63| 0]: Train Loss:0.0013029, Val MRR:0.29686, yago11k +2023-05-07 22:30:58,054 - yago11k - [INFO] - [E:63| 100]: Train Loss:0.0013077, Val MRR:0.29686, yago11k +2023-05-07 22:32:31,555 - yago11k - [INFO] - [E:63| 200]: Train Loss:0.0013077, Val MRR:0.29686, yago11k +2023-05-07 22:34:15,267 - yago11k - [INFO] - [E:63| 300]: Train Loss:0.0013063, Val MRR:0.29686, yago11k +2023-05-07 22:35:58,863 - yago11k - [INFO] - [E:63| 400]: Train Loss:0.0013079, Val MRR:0.29686, yago11k +2023-05-07 22:37:42,003 - yago11k - [INFO] - [E:63| 500]: Train Loss:0.0013074, Val MRR:0.29686, yago11k +2023-05-07 22:39:24,386 - yago11k - [INFO] - [E:63| 600]: Train Loss:0.0013078, Val MRR:0.29686, yago11k +2023-05-07 22:39:24,387 - yago11k - [INFO] - [Epoch:63]: Training Loss:0.001308 + +2023-05-07 22:39:24,733 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:39:46,046 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:40:06,635 - yago11k - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.37956, Head : 0.21526, Avg : 0.29741 + +2023-05-07 22:40:07,584 - yago11k - [INFO] - [Epoch 63]: Training Loss: 0.0013078, Valid MRR: 0.29741, + + + +2023-05-07 22:40:08,360 - yago11k - [INFO] - [E:64| 0]: Train Loss:0.0012802, Val MRR:0.29741, yago11k +2023-05-07 22:41:41,599 - yago11k - [INFO] - [E:64| 100]: Train Loss:0.0012992, Val MRR:0.29741, yago11k +2023-05-07 22:43:24,723 - yago11k - [INFO] - [E:64| 200]: Train Loss:0.0012998, Val MRR:0.29741, yago11k +2023-05-07 22:45:07,898 - yago11k - [INFO] - [E:64| 300]: Train Loss:0.0013012, Val MRR:0.29741, yago11k +2023-05-07 22:46:51,914 - yago11k - [INFO] - [E:64| 400]: Train Loss:0.0013027, Val MRR:0.29741, yago11k +2023-05-07 22:48:35,813 - yago11k - [INFO] - [E:64| 500]: Train Loss:0.0013031, Val MRR:0.29741, yago11k +2023-05-07 22:50:08,285 - yago11k - [INFO] - [E:64| 600]: Train Loss:0.0013042, Val MRR:0.29741, yago11k +2023-05-07 22:50:08,286 - yago11k - [INFO] - [Epoch:64]: Training Loss:0.001304 + +2023-05-07 22:50:08,630 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:50:29,862 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:50:51,235 - yago11k - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.38586, Head : 0.21675, Avg : 0.30131 + +2023-05-07 22:50:52,184 - yago11k - [INFO] - [Epoch 64]: Training Loss: 0.0013042, Valid MRR: 0.30131, + + + +2023-05-07 22:50:53,447 - yago11k - [INFO] - [E:65| 0]: Train Loss:0.0013265, Val MRR:0.30131, yago11k +2023-05-07 22:52:37,453 - yago11k - [INFO] - [E:65| 100]: Train Loss:0.0013001, Val MRR:0.30131, yago11k +2023-05-07 22:54:23,215 - yago11k - [INFO] - [E:65| 200]: Train Loss:0.001298, Val MRR:0.30131, yago11k +2023-05-07 22:56:07,921 - yago11k - [INFO] - [E:65| 300]: Train Loss:0.0012979, Val MRR:0.30131, yago11k +2023-05-07 22:57:48,231 - yago11k - [INFO] - [E:65| 400]: Train Loss:0.0012983, Val MRR:0.30131, yago11k +2023-05-07 22:59:25,117 - yago11k - [INFO] - [E:65| 500]: Train Loss:0.001299, Val MRR:0.30131, yago11k +2023-05-07 23:01:07,906 - yago11k - [INFO] - [E:65| 600]: Train Loss:0.0013002, Val MRR:0.30131, yago11k +2023-05-07 23:01:07,906 - yago11k - [INFO] - [Epoch:65]: Training Loss:0.0013 + +2023-05-07 23:01:08,381 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:01:29,263 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:01:50,124 - yago11k - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.38324, Head : 0.21893, Avg : 0.30109 + +2023-05-07 23:01:50,124 - yago11k - [INFO] - [Epoch 65]: Training Loss: 0.0013002, Valid MRR: 0.30131, + + + +2023-05-07 23:01:51,296 - yago11k - [INFO] - [E:66| 0]: Train Loss:0.0013307, Val MRR:0.30131, yago11k +2023-05-07 23:03:35,093 - yago11k - [INFO] - [E:66| 100]: Train Loss:0.0012968, Val MRR:0.30131, yago11k +2023-05-07 23:05:18,644 - yago11k - [INFO] - [E:66| 200]: Train Loss:0.0012937, Val MRR:0.30131, yago11k +2023-05-07 23:06:52,416 - yago11k - [INFO] - [E:66| 300]: Train Loss:0.0012953, Val MRR:0.30131, yago11k +2023-05-07 23:08:36,769 - yago11k - [INFO] - [E:66| 400]: Train Loss:0.0012966, Val MRR:0.30131, yago11k +2023-05-07 23:10:20,567 - yago11k - [INFO] - [E:66| 500]: Train Loss:0.0012956, Val MRR:0.30131, yago11k +2023-05-07 23:12:03,843 - yago11k - [INFO] - [E:66| 600]: Train Loss:0.0012963, Val MRR:0.30131, yago11k +2023-05-07 23:12:03,844 - yago11k - [INFO] - [Epoch:66]: Training Loss:0.001296 + +2023-05-07 23:12:04,198 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:12:25,416 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:12:46,855 - yago11k - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.38422, Head : 0.21674, Avg : 0.30048 + +2023-05-07 23:12:46,855 - yago11k - [INFO] - [Epoch 66]: Training Loss: 0.0012963, Valid MRR: 0.30131, + + + +2023-05-07 23:12:47,968 - yago11k - [INFO] - [E:67| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k +2023-05-07 23:14:31,753 - yago11k - [INFO] - [E:67| 100]: Train Loss:0.0012928, Val MRR:0.30131, yago11k +2023-05-07 23:16:05,564 - yago11k - [INFO] - [E:67| 200]: Train Loss:0.0012903, Val MRR:0.30131, yago11k +2023-05-07 23:17:49,387 - yago11k - [INFO] - [E:67| 300]: Train Loss:0.0012914, Val MRR:0.30131, yago11k +2023-05-07 23:19:33,871 - yago11k - [INFO] - [E:67| 400]: Train Loss:0.0012926, Val MRR:0.30131, yago11k +2023-05-07 23:21:16,950 - yago11k - [INFO] - [E:67| 500]: Train Loss:0.001292, Val MRR:0.30131, yago11k +2023-05-07 23:22:59,587 - yago11k - [INFO] - [E:67| 600]: Train Loss:0.0012923, Val MRR:0.30131, yago11k +2023-05-07 23:22:59,587 - yago11k - [INFO] - [Epoch:67]: Training Loss:0.001292 + +2023-05-07 23:23:00,008 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:23:20,826 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:23:41,843 - yago11k - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.38346, Head : 0.21883, Avg : 0.30115 + +2023-05-07 23:23:41,843 - yago11k - [INFO] - [Epoch 67]: Training Loss: 0.0012923, Valid MRR: 0.30131, + + + +2023-05-07 23:23:42,510 - yago11k - [INFO] - [E:68| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k +2023-05-07 23:25:16,059 - yago11k - [INFO] - [E:68| 100]: Train Loss:0.0012932, Val MRR:0.30131, yago11k +2023-05-07 23:26:59,921 - yago11k - [INFO] - [E:68| 200]: Train Loss:0.0012919, Val MRR:0.30131, yago11k +2023-05-07 23:28:44,244 - yago11k - [INFO] - [E:68| 300]: Train Loss:0.0012902, Val MRR:0.30131, yago11k +2023-05-07 23:30:27,876 - yago11k - [INFO] - [E:68| 400]: Train Loss:0.0012899, Val MRR:0.30131, yago11k +2023-05-07 23:32:12,027 - yago11k - [INFO] - [E:68| 500]: Train Loss:0.0012895, Val MRR:0.30131, yago11k +2023-05-07 23:33:44,416 - yago11k - [INFO] - [E:68| 600]: Train Loss:0.0012894, Val MRR:0.30131, yago11k +2023-05-07 23:33:44,416 - yago11k - [INFO] - [Epoch:68]: Training Loss:0.001289 + +2023-05-07 23:33:44,706 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:34:05,866 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:34:26,466 - yago11k - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.38724, Head : 0.21907, Avg : 0.30315 + +2023-05-07 23:34:27,403 - yago11k - [INFO] - [Epoch 68]: Training Loss: 0.0012894, Valid MRR: 0.30315, + + + +2023-05-07 23:34:28,196 - yago11k - [INFO] - [E:69| 0]: Train Loss:0.0012858, Val MRR:0.30315, yago11k +2023-05-07 23:36:09,528 - yago11k - [INFO] - [E:69| 100]: Train Loss:0.0012899, Val MRR:0.30315, yago11k +2023-05-07 23:37:52,748 - yago11k - [INFO] - [E:69| 200]: Train Loss:0.0012878, Val MRR:0.30315, yago11k +2023-05-07 23:39:36,312 - yago11k - [INFO] - [E:69| 300]: Train Loss:0.0012871, Val MRR:0.30315, yago11k +2023-05-07 23:41:08,885 - yago11k - [INFO] - [E:69| 400]: Train Loss:0.0012868, Val MRR:0.30315, yago11k +2023-05-07 23:42:54,505 - yago11k - [INFO] - [E:69| 500]: Train Loss:0.0012864, Val MRR:0.30315, yago11k +2023-05-07 23:44:37,870 - yago11k - [INFO] - [E:69| 600]: Train Loss:0.0012864, Val MRR:0.30315, yago11k +2023-05-07 23:44:37,870 - yago11k - [INFO] - [Epoch:69]: Training Loss:0.001286 + +2023-05-07 23:44:38,379 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:44:59,454 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:45:20,788 - yago11k - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.38295, Head : 0.22008, Avg : 0.30151 + MR: Tail : 264.92, Head : 640.25, Avg : 452.58 + Hit-1: Tail : 0.28119, Head : 0.17644, Avg : 0.22881 + Hit-3: Tail : 0.43846, Head : 0.21353, Avg : 0.32599 + Hit-10: Tail : 0.57141, Head : 0.3062, Avg : 0.4388 +2023-05-07 23:45:20,788 - yago11k - [INFO] - [Epoch 69]: Training Loss: 0.0012864, Valid MRR: 0.30315, + + + +2023-05-07 23:45:21,648 - yago11k - [INFO] - [E:70| 0]: Train Loss:0.0012876, Val MRR:0.30315, yago11k +2023-05-07 23:47:05,483 - yago11k - [INFO] - [E:70| 100]: Train Loss:0.0012811, Val MRR:0.30315, yago11k +2023-05-07 23:48:48,917 - yago11k - [INFO] - [E:70| 200]: Train Loss:0.0012791, Val MRR:0.30315, yago11k +2023-05-07 23:50:22,623 - yago11k - [INFO] - [E:70| 300]: Train Loss:0.00128, Val MRR:0.30315, yago11k +2023-05-07 23:52:06,242 - yago11k - [INFO] - [E:70| 400]: Train Loss:0.0012811, Val MRR:0.30315, yago11k +2023-05-07 23:53:50,754 - yago11k - [INFO] - [E:70| 500]: Train Loss:0.0012815, Val MRR:0.30315, yago11k +2023-05-07 23:55:33,988 - yago11k - [INFO] - [E:70| 600]: Train Loss:0.0012824, Val MRR:0.30315, yago11k +2023-05-07 23:55:33,988 - yago11k - [INFO] - [Epoch:70]: Training Loss:0.001282 + +2023-05-07 23:55:34,249 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:55:55,250 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:56:16,302 - yago11k - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.38204, Head : 0.22024, Avg : 0.30114 + +2023-05-07 23:56:16,302 - yago11k - [INFO] - [Epoch 70]: Training Loss: 0.0012824, Valid MRR: 0.30315, + + + +2023-05-07 23:56:17,510 - yago11k - [INFO] - [E:71| 0]: Train Loss:0.0013377, Val MRR:0.30315, yago11k +2023-05-07 23:58:01,627 - yago11k - [INFO] - [E:71| 100]: Train Loss:0.0012822, Val MRR:0.30315, yago11k +2023-05-07 23:59:34,586 - yago11k - [INFO] - [E:71| 200]: Train Loss:0.0012796, Val MRR:0.30315, yago11k +2023-05-08 00:01:18,657 - yago11k - [INFO] - [E:71| 300]: Train Loss:0.001279, Val MRR:0.30315, yago11k +2023-05-08 00:03:01,451 - yago11k - [INFO] - [E:71| 400]: Train Loss:0.0012809, Val MRR:0.30315, yago11k +2023-05-08 00:04:44,966 - yago11k - [INFO] - [E:71| 500]: Train Loss:0.0012811, Val MRR:0.30315, yago11k +2023-05-08 00:06:28,102 - yago11k - [INFO] - [E:71| 600]: Train Loss:0.0012796, Val MRR:0.30315, yago11k +2023-05-08 00:06:28,103 - yago11k - [INFO] - [Epoch:71]: Training Loss:0.00128 + +2023-05-08 00:06:28,440 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:06:48,399 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:07:00,441 - yago11k - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.38762, Head : 0.22035, Avg : 0.30398 + +2023-05-08 00:07:01,459 - yago11k - [INFO] - [Epoch 71]: Training Loss: 0.0012796, Valid MRR: 0.30398, + + + +2023-05-08 00:07:02,104 - yago11k - [INFO] - [E:72| 0]: Train Loss:0.00129, Val MRR:0.30398, yago11k +2023-05-08 00:08:44,703 - yago11k - [INFO] - [E:72| 100]: Train Loss:0.0012761, Val MRR:0.30398, yago11k +2023-05-08 00:10:27,518 - yago11k - [INFO] - [E:72| 200]: Train Loss:0.0012737, Val MRR:0.30398, yago11k +2023-05-08 00:12:11,011 - yago11k - [INFO] - [E:72| 300]: Train Loss:0.0012746, Val MRR:0.30398, yago11k +2023-05-08 00:13:55,142 - yago11k - [INFO] - [E:72| 400]: Train Loss:0.0012751, Val MRR:0.30398, yago11k +2023-05-08 00:15:34,978 - yago11k - [INFO] - [E:72| 500]: Train Loss:0.0012761, Val MRR:0.30398, yago11k +2023-05-08 00:17:11,073 - yago11k - [INFO] - [E:72| 600]: Train Loss:0.0012767, Val MRR:0.30398, yago11k +2023-05-08 00:17:11,073 - yago11k - [INFO] - [Epoch:72]: Training Loss:0.001277 + +2023-05-08 00:17:11,417 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:17:33,010 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:17:53,847 - yago11k - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.38376, Head : 0.22308, Avg : 0.30342 + +2023-05-08 00:17:53,847 - yago11k - [INFO] - [Epoch 72]: Training Loss: 0.0012767, Valid MRR: 0.30398, + + + +2023-05-08 00:17:54,913 - yago11k - [INFO] - [E:73| 0]: Train Loss:0.0012608, Val MRR:0.30398, yago11k +2023-05-08 00:19:39,496 - yago11k - [INFO] - [E:73| 100]: Train Loss:0.0012689, Val MRR:0.30398, yago11k +2023-05-08 00:21:23,811 - yago11k - [INFO] - [E:73| 200]: Train Loss:0.0012724, Val MRR:0.30398, yago11k +2023-05-08 00:23:08,385 - yago11k - [INFO] - [E:73| 300]: Train Loss:0.0012736, Val MRR:0.30398, yago11k +2023-05-08 00:24:41,756 - yago11k - [INFO] - [E:73| 400]: Train Loss:0.0012737, Val MRR:0.30398, yago11k +2023-05-08 00:26:26,431 - yago11k - [INFO] - [E:73| 500]: Train Loss:0.0012736, Val MRR:0.30398, yago11k +2023-05-08 00:28:10,106 - yago11k - [INFO] - [E:73| 600]: Train Loss:0.0012741, Val MRR:0.30398, yago11k +2023-05-08 00:28:10,106 - yago11k - [INFO] - [Epoch:73]: Training Loss:0.001274 + +2023-05-08 00:28:10,610 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:28:31,421 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:28:52,435 - yago11k - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.38495, Head : 0.22347, Avg : 0.30421 + +2023-05-08 00:28:53,400 - yago11k - [INFO] - [Epoch 73]: Training Loss: 0.0012741, Valid MRR: 0.30421, + + + +2023-05-08 00:28:54,563 - yago11k - [INFO] - [E:74| 0]: Train Loss:0.0012588, Val MRR:0.30421, yago11k +2023-05-08 00:30:40,153 - yago11k - [INFO] - [E:74| 100]: Train Loss:0.0012743, Val MRR:0.30421, yago11k +2023-05-08 00:32:24,063 - yago11k - [INFO] - [E:74| 200]: Train Loss:0.0012729, Val MRR:0.30421, yago11k +2023-05-08 00:33:57,286 - yago11k - [INFO] - [E:74| 300]: Train Loss:0.0012719, Val MRR:0.30421, yago11k +2023-05-08 00:35:41,350 - yago11k - [INFO] - [E:74| 400]: Train Loss:0.0012711, Val MRR:0.30421, yago11k +2023-05-08 00:37:24,668 - yago11k - [INFO] - [E:74| 500]: Train Loss:0.0012708, Val MRR:0.30421, yago11k +2023-05-08 00:39:07,539 - yago11k - [INFO] - [E:74| 600]: Train Loss:0.0012712, Val MRR:0.30421, yago11k +2023-05-08 00:39:07,539 - yago11k - [INFO] - [Epoch:74]: Training Loss:0.001271 + +2023-05-08 00:39:07,883 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:39:28,899 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:39:50,234 - yago11k - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.38612, Head : 0.22196, Avg : 0.30404 + +2023-05-08 00:39:50,234 - yago11k - [INFO] - [Epoch 74]: Training Loss: 0.0012712, Valid MRR: 0.30421, + + + +2023-05-08 00:39:51,379 - yago11k - [INFO] - [E:75| 0]: Train Loss:0.0012754, Val MRR:0.30421, yago11k +2023-05-08 00:41:33,278 - yago11k - [INFO] - [E:75| 100]: Train Loss:0.0012623, Val MRR:0.30421, yago11k +2023-05-08 00:43:07,367 - yago11k - [INFO] - [E:75| 200]: Train Loss:0.0012659, Val MRR:0.30421, yago11k +2023-05-08 00:44:50,396 - yago11k - [INFO] - [E:75| 300]: Train Loss:0.0012669, Val MRR:0.30421, yago11k +2023-05-08 00:46:33,674 - yago11k - [INFO] - [E:75| 400]: Train Loss:0.001268, Val MRR:0.30421, yago11k +2023-05-08 00:48:16,894 - yago11k - [INFO] - [E:75| 500]: Train Loss:0.0012684, Val MRR:0.30421, yago11k +2023-05-08 00:49:59,220 - yago11k - [INFO] - [E:75| 600]: Train Loss:0.0012687, Val MRR:0.30421, yago11k +2023-05-08 00:49:59,221 - yago11k - [INFO] - [Epoch:75]: Training Loss:0.001269 + +2023-05-08 00:49:59,557 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:50:17,373 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:50:29,389 - yago11k - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.39155, Head : 0.22337, Avg : 0.30746 + +2023-05-08 00:50:30,381 - yago11k - [INFO] - [Epoch 75]: Training Loss: 0.0012687, Valid MRR: 0.30746, + + + +2023-05-08 00:50:31,713 - yago11k - [INFO] - [E:76| 0]: Train Loss:0.0012586, Val MRR:0.30746, yago11k +2023-05-08 00:52:15,300 - yago11k - [INFO] - [E:76| 100]: Train Loss:0.0012638, Val MRR:0.30746, yago11k +2023-05-08 00:53:59,154 - yago11k - [INFO] - [E:76| 200]: Train Loss:0.0012621, Val MRR:0.30746, yago11k +2023-05-08 00:55:43,071 - yago11k - [INFO] - [E:76| 300]: Train Loss:0.0012641, Val MRR:0.30746, yago11k +2023-05-08 00:57:26,472 - yago11k - [INFO] - [E:76| 400]: Train Loss:0.0012633, Val MRR:0.30746, yago11k +2023-05-08 00:59:03,287 - yago11k - [INFO] - [E:76| 500]: Train Loss:0.0012652, Val MRR:0.30746, yago11k +2023-05-08 01:00:42,279 - yago11k - [INFO] - [E:76| 600]: Train Loss:0.0012653, Val MRR:0.30746, yago11k +2023-05-08 01:00:42,279 - yago11k - [INFO] - [Epoch:76]: Training Loss:0.001265 + +2023-05-08 01:00:42,759 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:01:03,797 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:01:25,437 - yago11k - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.38713, Head : 0.22238, Avg : 0.30476 + +2023-05-08 01:01:25,437 - yago11k - [INFO] - [Epoch 76]: Training Loss: 0.0012653, Valid MRR: 0.30746, + + + +2023-05-08 01:01:26,396 - yago11k - [INFO] - [E:77| 0]: Train Loss:0.0012384, Val MRR:0.30746, yago11k +2023-05-08 01:03:10,687 - yago11k - [INFO] - [E:77| 100]: Train Loss:0.0012645, Val MRR:0.30746, yago11k +2023-05-08 01:04:54,040 - yago11k - [INFO] - [E:77| 200]: Train Loss:0.0012657, Val MRR:0.30746, yago11k +2023-05-08 01:06:36,021 - yago11k - [INFO] - [E:77| 300]: Train Loss:0.0012632, Val MRR:0.30746, yago11k +2023-05-08 01:08:07,160 - yago11k - [INFO] - [E:77| 400]: Train Loss:0.001263, Val MRR:0.30746, yago11k +2023-05-08 01:09:50,442 - yago11k - [INFO] - [E:77| 500]: Train Loss:0.0012628, Val MRR:0.30746, yago11k +2023-05-08 01:11:32,806 - yago11k - [INFO] - [E:77| 600]: Train Loss:0.001263, Val MRR:0.30746, yago11k +2023-05-08 01:11:32,806 - yago11k - [INFO] - [Epoch:77]: Training Loss:0.001263 + +2023-05-08 01:11:33,158 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:11:54,549 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:12:15,663 - yago11k - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.38781, Head : 0.22324, Avg : 0.30553 + +2023-05-08 01:12:15,663 - yago11k - [INFO] - [Epoch 77]: Training Loss: 0.001263, Valid MRR: 0.30746, + + + +2023-05-08 01:12:16,741 - yago11k - [INFO] - [E:78| 0]: Train Loss:0.0012587, Val MRR:0.30746, yago11k +2023-05-08 01:13:59,548 - yago11k - [INFO] - [E:78| 100]: Train Loss:0.0012621, Val MRR:0.30746, yago11k +2023-05-08 01:15:42,698 - yago11k - [INFO] - [E:78| 200]: Train Loss:0.0012612, Val MRR:0.30746, yago11k +2023-05-08 01:17:15,794 - yago11k - [INFO] - [E:78| 300]: Train Loss:0.0012603, Val MRR:0.30746, yago11k +2023-05-08 01:19:02,416 - yago11k - [INFO] - [E:78| 400]: Train Loss:0.001259, Val MRR:0.30746, yago11k +2023-05-08 01:20:46,787 - yago11k - [INFO] - [E:78| 500]: Train Loss:0.0012592, Val MRR:0.30746, yago11k +2023-05-08 01:22:29,312 - yago11k - [INFO] - [E:78| 600]: Train Loss:0.00126, Val MRR:0.30746, yago11k +2023-05-08 01:22:29,312 - yago11k - [INFO] - [Epoch:78]: Training Loss:0.00126 + +2023-05-08 01:22:29,833 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:22:50,693 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:23:11,937 - yago11k - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.38931, Head : 0.22264, Avg : 0.30597 + +2023-05-08 01:23:11,937 - yago11k - [INFO] - [Epoch 78]: Training Loss: 0.00126, Valid MRR: 0.30746, + + + +2023-05-08 01:23:13,116 - yago11k - [INFO] - [E:79| 0]: Train Loss:0.0012157, Val MRR:0.30746, yago11k +2023-05-08 01:24:54,037 - yago11k - [INFO] - [E:79| 100]: Train Loss:0.0012562, Val MRR:0.30746, yago11k +2023-05-08 01:26:30,407 - yago11k - [INFO] - [E:79| 200]: Train Loss:0.001256, Val MRR:0.30746, yago11k +2023-05-08 01:28:14,736 - yago11k - [INFO] - [E:79| 300]: Train Loss:0.0012556, Val MRR:0.30746, yago11k +2023-05-08 01:29:59,350 - yago11k - [INFO] - [E:79| 400]: Train Loss:0.0012564, Val MRR:0.30746, yago11k +2023-05-08 01:31:43,954 - yago11k - [INFO] - [E:79| 500]: Train Loss:0.0012572, Val MRR:0.30746, yago11k +2023-05-08 01:33:26,984 - yago11k - [INFO] - [E:79| 600]: Train Loss:0.0012582, Val MRR:0.30746, yago11k +2023-05-08 01:33:26,984 - yago11k - [INFO] - [Epoch:79]: Training Loss:0.001258 + +2023-05-08 01:33:27,219 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:33:39,402 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:33:57,133 - yago11k - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.3909, Head : 0.2246, Avg : 0.30775 + MR: Tail : 304.12, Head : 657.52, Avg : 480.82 + Hit-1: Tail : 0.29272, Head : 0.18144, Avg : 0.23708 + Hit-3: Tail : 0.43943, Head : 0.21645, Avg : 0.32794 + Hit-10: Tail : 0.58155, Head : 0.31231, Avg : 0.44693 +2023-05-08 01:33:58,081 - yago11k - [INFO] - [Epoch 79]: Training Loss: 0.0012582, Valid MRR: 0.30775, + + + +2023-05-08 01:33:59,310 - yago11k - [INFO] - [E:80| 0]: Train Loss:0.0012311, Val MRR:0.30775, yago11k +2023-05-08 01:35:42,186 - yago11k - [INFO] - [E:80| 100]: Train Loss:0.0012525, Val MRR:0.30775, yago11k +2023-05-08 01:37:25,528 - yago11k - [INFO] - [E:80| 200]: Train Loss:0.0012517, Val MRR:0.30775, yago11k +2023-05-08 01:39:08,302 - yago11k - [INFO] - [E:80| 300]: Train Loss:0.0012544, Val MRR:0.30775, yago11k +2023-05-08 01:40:51,301 - yago11k - [INFO] - [E:80| 400]: Train Loss:0.0012553, Val MRR:0.30775, yago11k +2023-05-08 01:42:24,478 - yago11k - [INFO] - [E:80| 500]: Train Loss:0.0012551, Val MRR:0.30775, yago11k +2023-05-08 01:44:06,431 - yago11k - [INFO] - [E:80| 600]: Train Loss:0.0012556, Val MRR:0.30775, yago11k +2023-05-08 01:44:06,432 - yago11k - [INFO] - [Epoch:80]: Training Loss:0.001256 + +2023-05-08 01:44:06,773 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:44:28,187 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:44:49,576 - yago11k - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.38552, Head : 0.22465, Avg : 0.30508 + +2023-05-08 01:44:49,577 - yago11k - [INFO] - [Epoch 80]: Training Loss: 0.0012556, Valid MRR: 0.30775, + + + +2023-05-08 01:44:50,416 - yago11k - [INFO] - [E:81| 0]: Train Loss:0.0012571, Val MRR:0.30775, yago11k +2023-05-08 01:46:34,694 - yago11k - [INFO] - [E:81| 100]: Train Loss:0.0012515, Val MRR:0.30775, yago11k +2023-05-08 01:48:18,480 - yago11k - [INFO] - [E:81| 200]: Train Loss:0.0012519, Val MRR:0.30775, yago11k +2023-05-08 01:50:02,114 - yago11k - [INFO] - [E:81| 300]: Train Loss:0.0012522, Val MRR:0.30775, yago11k +2023-05-08 01:51:34,818 - yago11k - [INFO] - [E:81| 400]: Train Loss:0.0012522, Val MRR:0.30775, yago11k +2023-05-08 01:53:18,014 - yago11k - [INFO] - [E:81| 500]: Train Loss:0.0012526, Val MRR:0.30775, yago11k +2023-05-08 01:55:00,175 - yago11k - [INFO] - [E:81| 600]: Train Loss:0.0012528, Val MRR:0.30775, yago11k +2023-05-08 01:55:00,176 - yago11k - [INFO] - [Epoch:81]: Training Loss:0.001253 + +2023-05-08 01:55:00,552 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:55:21,431 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:55:42,589 - yago11k - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.38942, Head : 0.22444, Avg : 0.30693 + +2023-05-08 01:55:42,589 - yago11k - [INFO] - [Epoch 81]: Training Loss: 0.0012528, Valid MRR: 0.30775, + + + +2023-05-08 01:55:43,689 - yago11k - [INFO] - [E:82| 0]: Train Loss:0.0012708, Val MRR:0.30775, yago11k +2023-05-08 01:57:27,131 - yago11k - [INFO] - [E:82| 100]: Train Loss:0.001247, Val MRR:0.30775, yago11k +2023-05-08 01:59:10,619 - yago11k - [INFO] - [E:82| 200]: Train Loss:0.0012485, Val MRR:0.30775, yago11k +2023-05-08 02:00:43,863 - yago11k - [INFO] - [E:82| 300]: Train Loss:0.0012496, Val MRR:0.30775, yago11k +2023-05-08 02:02:27,921 - yago11k - [INFO] - [E:82| 400]: Train Loss:0.0012501, Val MRR:0.30775, yago11k +2023-05-08 02:04:12,112 - yago11k - [INFO] - [E:82| 500]: Train Loss:0.0012512, Val MRR:0.30775, yago11k +2023-05-08 02:05:57,099 - yago11k - [INFO] - [E:82| 600]: Train Loss:0.001251, Val MRR:0.30775, yago11k +2023-05-08 02:05:57,099 - yago11k - [INFO] - [Epoch:82]: Training Loss:0.001251 + +2023-05-08 02:05:57,392 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:06:18,305 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:06:39,164 - yago11k - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.38967, Head : 0.22482, Avg : 0.30724 + +2023-05-08 02:06:39,164 - yago11k - [INFO] - [Epoch 82]: Training Loss: 0.001251, Valid MRR: 0.30775, + + + +2023-05-08 02:06:40,366 - yago11k - [INFO] - [E:83| 0]: Train Loss:0.0012854, Val MRR:0.30775, yago11k +2023-05-08 02:08:19,452 - yago11k - [INFO] - [E:83| 100]: Train Loss:0.0012484, Val MRR:0.30775, yago11k +2023-05-08 02:09:57,128 - yago11k - [INFO] - [E:83| 200]: Train Loss:0.0012471, Val MRR:0.30775, yago11k +2023-05-08 02:11:40,431 - yago11k - [INFO] - [E:83| 300]: Train Loss:0.0012457, Val MRR:0.30775, yago11k +2023-05-08 02:13:23,560 - yago11k - [INFO] - [E:83| 400]: Train Loss:0.0012468, Val MRR:0.30775, yago11k +2023-05-08 02:15:07,628 - yago11k - [INFO] - [E:83| 500]: Train Loss:0.0012479, Val MRR:0.30775, yago11k +2023-05-08 02:16:51,111 - yago11k - [INFO] - [E:83| 600]: Train Loss:0.0012484, Val MRR:0.30775, yago11k +2023-05-08 02:16:51,111 - yago11k - [INFO] - [Epoch:83]: Training Loss:0.001248 + +2023-05-08 02:16:51,337 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:17:03,525 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:17:20,902 - yago11k - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.39523, Head : 0.22374, Avg : 0.30948 + +2023-05-08 02:17:21,851 - yago11k - [INFO] - [Epoch 83]: Training Loss: 0.0012484, Valid MRR: 0.30948, + + + +2023-05-08 02:17:23,191 - yago11k - [INFO] - [E:84| 0]: Train Loss:0.0012143, Val MRR:0.30948, yago11k +2023-05-08 02:19:07,484 - yago11k - [INFO] - [E:84| 100]: Train Loss:0.0012417, Val MRR:0.30948, yago11k +2023-05-08 02:20:52,524 - yago11k - [INFO] - [E:84| 200]: Train Loss:0.0012431, Val MRR:0.30948, yago11k +2023-05-08 02:22:35,942 - yago11k - [INFO] - [E:84| 300]: Train Loss:0.0012435, Val MRR:0.30948, yago11k +2023-05-08 02:24:20,289 - yago11k - [INFO] - [E:84| 400]: Train Loss:0.0012456, Val MRR:0.30948, yago11k +2023-05-08 02:25:53,532 - yago11k - [INFO] - [E:84| 500]: Train Loss:0.0012456, Val MRR:0.30948, yago11k +2023-05-08 02:27:35,712 - yago11k - [INFO] - [E:84| 600]: Train Loss:0.0012466, Val MRR:0.30948, yago11k +2023-05-08 02:27:35,712 - yago11k - [INFO] - [Epoch:84]: Training Loss:0.001247 + +2023-05-08 02:27:36,042 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:27:57,407 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:28:18,241 - yago11k - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.39091, Head : 0.22492, Avg : 0.30791 + +2023-05-08 02:28:18,241 - yago11k - [INFO] - [Epoch 84]: Training Loss: 0.0012466, Valid MRR: 0.30948, + + + +2023-05-08 02:28:19,306 - yago11k - [INFO] - [E:85| 0]: Train Loss:0.0012598, Val MRR:0.30948, yago11k +2023-05-08 02:30:02,344 - yago11k - [INFO] - [E:85| 100]: Train Loss:0.0012426, Val MRR:0.30948, yago11k +2023-05-08 02:31:45,455 - yago11k - [INFO] - [E:85| 200]: Train Loss:0.0012424, Val MRR:0.30948, yago11k +2023-05-08 02:33:28,500 - yago11k - [INFO] - [E:85| 300]: Train Loss:0.0012431, Val MRR:0.30948, yago11k +2023-05-08 02:35:01,336 - yago11k - [INFO] - [E:85| 400]: Train Loss:0.0012436, Val MRR:0.30948, yago11k +2023-05-08 02:36:43,607 - yago11k - [INFO] - [E:85| 500]: Train Loss:0.0012441, Val MRR:0.30948, yago11k +2023-05-08 02:38:24,627 - yago11k - [INFO] - [E:85| 600]: Train Loss:0.0012446, Val MRR:0.30948, yago11k +2023-05-08 02:38:24,628 - yago11k - [INFO] - [Epoch:85]: Training Loss:0.001245 + +2023-05-08 02:38:24,978 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:38:45,221 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:39:05,713 - yago11k - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.38863, Head : 0.22506, Avg : 0.30684 + +2023-05-08 02:39:05,713 - yago11k - [INFO] - [Epoch 85]: Training Loss: 0.0012446, Valid MRR: 0.30948, + + + +2023-05-08 02:39:06,906 - yago11k - [INFO] - [E:86| 0]: Train Loss:0.0012665, Val MRR:0.30948, yago11k +2023-05-08 02:40:50,366 - yago11k - [INFO] - [E:86| 100]: Train Loss:0.0012391, Val MRR:0.30948, yago11k +2023-05-08 02:42:32,764 - yago11k - [INFO] - [E:86| 200]: Train Loss:0.0012409, Val MRR:0.30948, yago11k +2023-05-08 02:44:06,012 - yago11k - [INFO] - [E:86| 300]: Train Loss:0.0012412, Val MRR:0.30948, yago11k +2023-05-08 02:45:49,098 - yago11k - [INFO] - [E:86| 400]: Train Loss:0.0012425, Val MRR:0.30948, yago11k +2023-05-08 02:47:33,199 - yago11k - [INFO] - [E:86| 500]: Train Loss:0.0012424, Val MRR:0.30948, yago11k +2023-05-08 02:49:16,469 - yago11k - [INFO] - [E:86| 600]: Train Loss:0.0012425, Val MRR:0.30948, yago11k +2023-05-08 02:49:16,469 - yago11k - [INFO] - [Epoch:86]: Training Loss:0.001243 + +2023-05-08 02:49:16,989 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:49:37,703 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:49:58,917 - yago11k - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.39393, Head : 0.22597, Avg : 0.30995 + +2023-05-08 02:49:59,852 - yago11k - [INFO] - [Epoch 86]: Training Loss: 0.0012425, Valid MRR: 0.30995, + + + +2023-05-08 02:50:01,030 - yago11k - [INFO] - [E:87| 0]: Train Loss:0.0012195, Val MRR:0.30995, yago11k +2023-05-08 02:51:33,773 - yago11k - [INFO] - [E:87| 100]: Train Loss:0.0012394, Val MRR:0.30995, yago11k +2023-05-08 02:53:18,450 - yago11k - [INFO] - [E:87| 200]: Train Loss:0.0012373, Val MRR:0.30995, yago11k +2023-05-08 02:55:01,213 - yago11k - [INFO] - [E:87| 300]: Train Loss:0.0012381, Val MRR:0.30995, yago11k +2023-05-08 02:56:43,969 - yago11k - [INFO] - [E:87| 400]: Train Loss:0.0012386, Val MRR:0.30995, yago11k +2023-05-08 02:58:26,929 - yago11k - [INFO] - [E:87| 500]: Train Loss:0.0012394, Val MRR:0.30995, yago11k +2023-05-08 03:00:05,131 - yago11k - [INFO] - [E:87| 600]: Train Loss:0.0012401, Val MRR:0.30995, yago11k +2023-05-08 03:00:05,132 - yago11k - [INFO] - [Epoch:87]: Training Loss:0.00124 + +2023-05-08 03:00:05,351 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:00:19,139 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:00:40,286 - yago11k - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.3923, Head : 0.22652, Avg : 0.30941 + +2023-05-08 03:00:40,286 - yago11k - [INFO] - [Epoch 87]: Training Loss: 0.0012401, Valid MRR: 0.30995, + + + +2023-05-08 03:00:41,121 - yago11k - [INFO] - [E:88| 0]: Train Loss:0.0012184, Val MRR:0.30995, yago11k +2023-05-08 03:02:24,111 - yago11k - [INFO] - [E:88| 100]: Train Loss:0.0012346, Val MRR:0.30995, yago11k +2023-05-08 03:04:07,287 - yago11k - [INFO] - [E:88| 200]: Train Loss:0.001234, Val MRR:0.30995, yago11k +2023-05-08 03:05:50,448 - yago11k - [INFO] - [E:88| 300]: Train Loss:0.0012351, Val MRR:0.30995, yago11k +2023-05-08 03:07:33,474 - yago11k - [INFO] - [E:88| 400]: Train Loss:0.0012356, Val MRR:0.30995, yago11k +2023-05-08 03:09:06,249 - yago11k - [INFO] - [E:88| 500]: Train Loss:0.0012359, Val MRR:0.30995, yago11k +2023-05-08 03:10:49,595 - yago11k - [INFO] - [E:88| 600]: Train Loss:0.0012377, Val MRR:0.30995, yago11k +2023-05-08 03:10:49,595 - yago11k - [INFO] - [Epoch:88]: Training Loss:0.001238 + +2023-05-08 03:10:49,927 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:11:11,103 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:11:32,309 - yago11k - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.39082, Head : 0.22694, Avg : 0.30888 + +2023-05-08 03:11:32,309 - yago11k - [INFO] - [Epoch 88]: Training Loss: 0.0012377, Valid MRR: 0.30995, + + + +2023-05-08 03:11:33,472 - yago11k - [INFO] - [E:89| 0]: Train Loss:0.0012256, Val MRR:0.30995, yago11k +2023-05-08 03:13:17,202 - yago11k - [INFO] - [E:89| 100]: Train Loss:0.0012296, Val MRR:0.30995, yago11k +2023-05-08 03:15:00,627 - yago11k - [INFO] - [E:89| 200]: Train Loss:0.0012323, Val MRR:0.30995, yago11k +2023-05-08 03:16:43,712 - yago11k - [INFO] - [E:89| 300]: Train Loss:0.0012338, Val MRR:0.30995, yago11k +2023-05-08 03:18:16,991 - yago11k - [INFO] - [E:89| 400]: Train Loss:0.0012349, Val MRR:0.30995, yago11k +2023-05-08 03:20:00,614 - yago11k - [INFO] - [E:89| 500]: Train Loss:0.0012355, Val MRR:0.30995, yago11k +2023-05-08 03:21:42,976 - yago11k - [INFO] - [E:89| 600]: Train Loss:0.0012363, Val MRR:0.30995, yago11k +2023-05-08 03:21:42,977 - yago11k - [INFO] - [Epoch:89]: Training Loss:0.001236 + +2023-05-08 03:21:43,488 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:22:04,656 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:22:25,735 - yago11k - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.39052, Head : 0.22641, Avg : 0.30847 + MR: Tail : 326.99, Head : 673.93, Avg : 500.46 + Hit-1: Tail : 0.29105, Head : 0.18255, Avg : 0.2368 + Hit-3: Tail : 0.44318, Head : 0.21756, Avg : 0.33037 + Hit-10: Tail : 0.57808, Head : 0.3155, Avg : 0.44679 +2023-05-08 03:22:25,735 - yago11k - [INFO] - [Epoch 89]: Training Loss: 0.0012363, Valid MRR: 0.30995, + + + +2023-05-08 03:22:26,822 - yago11k - [INFO] - [E:90| 0]: Train Loss:0.0012032, Val MRR:0.30995, yago11k +2023-05-08 03:24:10,874 - yago11k - [INFO] - [E:90| 100]: Train Loss:0.0012309, Val MRR:0.30995, yago11k +2023-05-08 03:25:54,421 - yago11k - [INFO] - [E:90| 200]: Train Loss:0.001232, Val MRR:0.30995, yago11k +2023-05-08 03:27:27,259 - yago11k - [INFO] - [E:90| 300]: Train Loss:0.0012331, Val MRR:0.30995, yago11k +2023-05-08 03:29:11,468 - yago11k - [INFO] - [E:90| 400]: Train Loss:0.0012342, Val MRR:0.30995, yago11k +2023-05-08 03:30:55,446 - yago11k - [INFO] - [E:90| 500]: Train Loss:0.0012348, Val MRR:0.30995, yago11k +2023-05-08 03:32:38,844 - yago11k - [INFO] - [E:90| 600]: Train Loss:0.0012344, Val MRR:0.30995, yago11k +2023-05-08 03:32:38,844 - yago11k - [INFO] - [Epoch:90]: Training Loss:0.001234 + +2023-05-08 03:32:39,242 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:33:00,359 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:33:22,036 - yago11k - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.38807, Head : 0.22703, Avg : 0.30755 + +2023-05-08 03:33:22,036 - yago11k - [INFO] - [Epoch 90]: Training Loss: 0.0012344, Valid MRR: 0.30995, + + + +2023-05-08 03:33:22,985 - yago11k - [INFO] - [E:91| 0]: Train Loss:0.0012487, Val MRR:0.30995, yago11k +2023-05-08 03:34:56,676 - yago11k - [INFO] - [E:91| 100]: Train Loss:0.0012307, Val MRR:0.30995, yago11k +2023-05-08 03:36:40,410 - yago11k - [INFO] - [E:91| 200]: Train Loss:0.0012333, Val MRR:0.30995, yago11k +2023-05-08 03:38:24,494 - yago11k - [INFO] - [E:91| 300]: Train Loss:0.0012326, Val MRR:0.30995, yago11k +2023-05-08 03:40:08,021 - yago11k - [INFO] - [E:91| 400]: Train Loss:0.0012316, Val MRR:0.30995, yago11k +2023-05-08 03:41:53,206 - yago11k - [INFO] - [E:91| 500]: Train Loss:0.0012322, Val MRR:0.30995, yago11k +2023-05-08 03:43:30,316 - yago11k - [INFO] - [E:91| 600]: Train Loss:0.0012325, Val MRR:0.30995, yago11k +2023-05-08 03:43:30,316 - yago11k - [INFO] - [Epoch:91]: Training Loss:0.001233 + +2023-05-08 03:43:30,535 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:43:46,683 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:44:07,796 - yago11k - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.39203, Head : 0.22682, Avg : 0.30943 + +2023-05-08 03:44:07,796 - yago11k - [INFO] - [Epoch 91]: Training Loss: 0.0012325, Valid MRR: 0.30995, + + + +2023-05-08 03:44:08,971 - yago11k - [INFO] - [E:92| 0]: Train Loss:0.0012154, Val MRR:0.30995, yago11k +2023-05-08 03:45:52,244 - yago11k - [INFO] - [E:92| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k +2023-05-08 03:47:35,316 - yago11k - [INFO] - [E:92| 200]: Train Loss:0.0012292, Val MRR:0.30995, yago11k +2023-05-08 03:49:18,496 - yago11k - [INFO] - [E:92| 300]: Train Loss:0.0012302, Val MRR:0.30995, yago11k +2023-05-08 03:51:01,759 - yago11k - [INFO] - [E:92| 400]: Train Loss:0.0012302, Val MRR:0.30995, yago11k +2023-05-08 03:52:34,375 - yago11k - [INFO] - [E:92| 500]: Train Loss:0.0012303, Val MRR:0.30995, yago11k +2023-05-08 03:54:16,791 - yago11k - [INFO] - [E:92| 600]: Train Loss:0.0012303, Val MRR:0.30995, yago11k +2023-05-08 03:54:16,791 - yago11k - [INFO] - [Epoch:92]: Training Loss:0.00123 + +2023-05-08 03:54:17,141 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:54:38,592 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:54:59,266 - yago11k - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.39046, Head : 0.22821, Avg : 0.30933 + +2023-05-08 03:54:59,266 - yago11k - [INFO] - [Epoch 92]: Training Loss: 0.0012303, Valid MRR: 0.30995, + + + +2023-05-08 03:55:00,337 - yago11k - [INFO] - [E:93| 0]: Train Loss:0.0012263, Val MRR:0.30995, yago11k +2023-05-08 03:56:43,769 - yago11k - [INFO] - [E:93| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k +2023-05-08 03:58:26,959 - yago11k - [INFO] - [E:93| 200]: Train Loss:0.0012252, Val MRR:0.30995, yago11k +2023-05-08 04:00:10,341 - yago11k - [INFO] - [E:93| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k +2023-05-08 04:01:43,396 - yago11k - [INFO] - [E:93| 400]: Train Loss:0.0012281, Val MRR:0.30995, yago11k +2023-05-08 04:03:26,721 - yago11k - [INFO] - [E:93| 500]: Train Loss:0.0012293, Val MRR:0.30995, yago11k +2023-05-08 04:05:09,033 - yago11k - [INFO] - [E:93| 600]: Train Loss:0.0012293, Val MRR:0.30995, yago11k +2023-05-08 04:05:09,033 - yago11k - [INFO] - [Epoch:93]: Training Loss:0.001229 + +2023-05-08 04:05:09,552 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:05:30,535 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:05:51,828 - yago11k - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.38945, Head : 0.22682, Avg : 0.30814 + +2023-05-08 04:05:51,828 - yago11k - [INFO] - [Epoch 93]: Training Loss: 0.0012293, Valid MRR: 0.30995, + + + +2023-05-08 04:05:53,002 - yago11k - [INFO] - [E:94| 0]: Train Loss:0.0011981, Val MRR:0.30995, yago11k +2023-05-08 04:07:36,168 - yago11k - [INFO] - [E:94| 100]: Train Loss:0.0012241, Val MRR:0.30995, yago11k +2023-05-08 04:09:13,698 - yago11k - [INFO] - [E:94| 200]: Train Loss:0.0012265, Val MRR:0.30995, yago11k +2023-05-08 04:10:49,264 - yago11k - [INFO] - [E:94| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k +2023-05-08 04:12:33,645 - yago11k - [INFO] - [E:94| 400]: Train Loss:0.001227, Val MRR:0.30995, yago11k +2023-05-08 04:14:17,170 - yago11k - [INFO] - [E:94| 500]: Train Loss:0.0012278, Val MRR:0.30995, yago11k +2023-05-08 04:16:00,607 - yago11k - [INFO] - [E:94| 600]: Train Loss:0.0012275, Val MRR:0.30995, yago11k +2023-05-08 04:16:00,607 - yago11k - [INFO] - [Epoch:94]: Training Loss:0.001227 + +2023-05-08 04:16:00,914 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:16:21,821 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:16:43,293 - yago11k - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.39122, Head : 0.22678, Avg : 0.309 + +2023-05-08 04:16:43,293 - yago11k - [INFO] - [Epoch 94]: Training Loss: 0.0012275, Valid MRR: 0.30995, + + + +2023-05-08 04:16:44,272 - yago11k - [INFO] - [E:95| 0]: Train Loss:0.001184, Val MRR:0.30995, yago11k +2023-05-08 04:18:18,386 - yago11k - [INFO] - [E:95| 100]: Train Loss:0.0012207, Val MRR:0.30995, yago11k +2023-05-08 04:20:01,659 - yago11k - [INFO] - [E:95| 200]: Train Loss:0.0012213, Val MRR:0.30995, yago11k +2023-05-08 04:21:45,108 - yago11k - [INFO] - [E:95| 300]: Train Loss:0.0012222, Val MRR:0.30995, yago11k +2023-05-08 04:23:28,524 - yago11k - [INFO] - [E:95| 400]: Train Loss:0.0012238, Val MRR:0.30995, yago11k +2023-05-08 04:25:11,957 - yago11k - [INFO] - [E:95| 500]: Train Loss:0.0012248, Val MRR:0.30995, yago11k +2023-05-08 04:26:44,384 - yago11k - [INFO] - [E:95| 600]: Train Loss:0.0012255, Val MRR:0.30995, yago11k +2023-05-08 04:26:44,384 - yago11k - [INFO] - [Epoch:95]: Training Loss:0.001226 + +2023-05-08 04:26:44,710 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:27:06,047 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:27:27,398 - yago11k - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.39679, Head : 0.22703, Avg : 0.31191 + +2023-05-08 04:27:28,341 - yago11k - [INFO] - [Epoch 95]: Training Loss: 0.0012255, Valid MRR: 0.31191, + + + +2023-05-08 04:27:29,537 - yago11k - [INFO] - [E:96| 0]: Train Loss:0.0012285, Val MRR:0.31191, yago11k +2023-05-08 04:29:15,041 - yago11k - [INFO] - [E:96| 100]: Train Loss:0.0012201, Val MRR:0.31191, yago11k +2023-05-08 04:30:58,533 - yago11k - [INFO] - [E:96| 200]: Train Loss:0.0012209, Val MRR:0.31191, yago11k +2023-05-08 04:32:42,991 - yago11k - [INFO] - [E:96| 300]: Train Loss:0.0012211, Val MRR:0.31191, yago11k +2023-05-08 04:34:27,468 - yago11k - [INFO] - [E:96| 400]: Train Loss:0.0012231, Val MRR:0.31191, yago11k +2023-05-08 04:36:00,540 - yago11k - [INFO] - [E:96| 500]: Train Loss:0.0012241, Val MRR:0.31191, yago11k +2023-05-08 04:37:43,717 - yago11k - [INFO] - [E:96| 600]: Train Loss:0.0012243, Val MRR:0.31191, yago11k +2023-05-08 04:37:43,717 - yago11k - [INFO] - [Epoch:96]: Training Loss:0.001224 + +2023-05-08 04:37:44,093 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:38:05,009 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:38:26,578 - yago11k - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.39133, Head : 0.22575, Avg : 0.30854 + +2023-05-08 04:38:26,578 - yago11k - [INFO] - [Epoch 96]: Training Loss: 0.0012243, Valid MRR: 0.31191, + + + +2023-05-08 04:38:27,475 - yago11k - [INFO] - [E:97| 0]: Train Loss:0.0011991, Val MRR:0.31191, yago11k +2023-05-08 04:40:10,885 - yago11k - [INFO] - [E:97| 100]: Train Loss:0.0012233, Val MRR:0.31191, yago11k +2023-05-08 04:41:54,155 - yago11k - [INFO] - [E:97| 200]: Train Loss:0.0012218, Val MRR:0.31191, yago11k +2023-05-08 04:43:37,512 - yago11k - [INFO] - [E:97| 300]: Train Loss:0.0012216, Val MRR:0.31191, yago11k +2023-05-08 04:45:10,134 - yago11k - [INFO] - [E:97| 400]: Train Loss:0.0012221, Val MRR:0.31191, yago11k +2023-05-08 04:46:53,808 - yago11k - [INFO] - [E:97| 500]: Train Loss:0.0012218, Val MRR:0.31191, yago11k +2023-05-08 04:48:36,361 - yago11k - [INFO] - [E:97| 600]: Train Loss:0.001222, Val MRR:0.31191, yago11k +2023-05-08 04:48:36,361 - yago11k - [INFO] - [Epoch:97]: Training Loss:0.001222 + +2023-05-08 04:48:36,758 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:48:57,881 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:49:19,304 - yago11k - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.39274, Head : 0.22751, Avg : 0.31013 + +2023-05-08 04:49:19,304 - yago11k - [INFO] - [Epoch 97]: Training Loss: 0.001222, Valid MRR: 0.31191, + + + +2023-05-08 04:49:20,140 - yago11k - [INFO] - [E:98| 0]: Train Loss:0.0012346, Val MRR:0.31191, yago11k +2023-05-08 04:51:03,299 - yago11k - [INFO] - [E:98| 100]: Train Loss:0.0012219, Val MRR:0.31191, yago11k +2023-05-08 04:52:39,896 - yago11k - [INFO] - [E:98| 200]: Train Loss:0.0012192, Val MRR:0.31191, yago11k +2023-05-08 04:54:19,643 - yago11k - [INFO] - [E:98| 300]: Train Loss:0.0012196, Val MRR:0.31191, yago11k +2023-05-08 04:56:02,345 - yago11k - [INFO] - [E:98| 400]: Train Loss:0.0012194, Val MRR:0.31191, yago11k +2023-05-08 04:57:45,543 - yago11k - [INFO] - [E:98| 500]: Train Loss:0.0012204, Val MRR:0.31191, yago11k +2023-05-08 04:59:28,677 - yago11k - [INFO] - [E:98| 600]: Train Loss:0.0012206, Val MRR:0.31191, yago11k +2023-05-08 04:59:28,677 - yago11k - [INFO] - [Epoch:98]: Training Loss:0.001221 + +2023-05-08 04:59:29,026 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:59:49,848 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:00:10,804 - yago11k - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.40045, Head : 0.22669, Avg : 0.31357 + +2023-05-08 05:00:11,776 - yago11k - [INFO] - [Epoch 98]: Training Loss: 0.0012206, Valid MRR: 0.31357, + + + +2023-05-08 05:00:13,002 - yago11k - [INFO] - [E:99| 0]: Train Loss:0.0012259, Val MRR:0.31357, yago11k +2023-05-08 05:01:46,099 - yago11k - [INFO] - [E:99| 100]: Train Loss:0.0012222, Val MRR:0.31357, yago11k +2023-05-08 05:03:30,647 - yago11k - [INFO] - [E:99| 200]: Train Loss:0.0012181, Val MRR:0.31357, yago11k +2023-05-08 05:05:15,189 - yago11k - [INFO] - [E:99| 300]: Train Loss:0.0012189, Val MRR:0.31357, yago11k +2023-05-08 05:06:59,623 - yago11k - [INFO] - [E:99| 400]: Train Loss:0.0012196, Val MRR:0.31357, yago11k +2023-05-08 05:08:44,266 - yago11k - [INFO] - [E:99| 500]: Train Loss:0.0012202, Val MRR:0.31357, yago11k +2023-05-08 05:10:18,041 - yago11k - [INFO] - [E:99| 600]: Train Loss:0.0012202, Val MRR:0.31357, yago11k +2023-05-08 05:10:18,041 - yago11k - [INFO] - [Epoch:99]: Training Loss:0.00122 + +2023-05-08 05:10:18,391 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:10:39,206 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:11:00,162 - yago11k - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.40058, Head : 0.22662, Avg : 0.3136 + MR: Tail : 320.92, Head : 690.84, Avg : 505.88 + Hit-1: Tail : 0.30647, Head : 0.18172, Avg : 0.2441 + Hit-3: Tail : 0.44443, Head : 0.22256, Avg : 0.3335 + Hit-10: Tail : 0.58433, Head : 0.3137, Avg : 0.44901 +2023-05-08 05:11:01,114 - yago11k - [INFO] - [Epoch 99]: Training Loss: 0.0012202, Valid MRR: 0.3136, + + + +2023-05-08 05:11:02,340 - yago11k - [INFO] - [E:100| 0]: Train Loss:0.0012279, Val MRR:0.3136, yago11k +2023-05-08 05:12:45,336 - yago11k - [INFO] - [E:100| 100]: Train Loss:0.0012168, Val MRR:0.3136, yago11k +2023-05-08 05:14:28,428 - yago11k - [INFO] - [E:100| 200]: Train Loss:0.0012174, Val MRR:0.3136, yago11k +2023-05-08 05:16:11,896 - yago11k - [INFO] - [E:100| 300]: Train Loss:0.0012177, Val MRR:0.3136, yago11k +2023-05-08 05:17:56,795 - yago11k - [INFO] - [E:100| 400]: Train Loss:0.0012174, Val MRR:0.3136, yago11k +2023-05-08 05:19:29,635 - yago11k - [INFO] - [E:100| 500]: Train Loss:0.0012179, Val MRR:0.3136, yago11k +2023-05-08 05:21:12,557 - yago11k - [INFO] - [E:100| 600]: Train Loss:0.0012177, Val MRR:0.3136, yago11k +2023-05-08 05:21:12,557 - yago11k - [INFO] - [Epoch:100]: Training Loss:0.001218 + +2023-05-08 05:21:13,047 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:21:34,094 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:21:55,600 - yago11k - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.39727, Head : 0.22792, Avg : 0.3126 + +2023-05-08 05:21:55,600 - yago11k - [INFO] - [Epoch 100]: Training Loss: 0.0012177, Valid MRR: 0.3136, + + + +2023-05-08 05:21:56,467 - yago11k - [INFO] - [E:101| 0]: Train Loss:0.0012128, Val MRR:0.3136, yago11k +2023-05-08 05:23:40,482 - yago11k - [INFO] - [E:101| 100]: Train Loss:0.0012145, Val MRR:0.3136, yago11k +2023-05-08 05:25:23,813 - yago11k - [INFO] - [E:101| 200]: Train Loss:0.0012151, Val MRR:0.3136, yago11k +2023-05-08 05:27:07,364 - yago11k - [INFO] - [E:101| 300]: Train Loss:0.0012146, Val MRR:0.3136, yago11k +2023-05-08 05:28:40,615 - yago11k - [INFO] - [E:101| 400]: Train Loss:0.0012154, Val MRR:0.3136, yago11k +2023-05-08 05:30:24,522 - yago11k - [INFO] - [E:101| 500]: Train Loss:0.0012158, Val MRR:0.3136, yago11k +2023-05-08 05:32:07,516 - yago11k - [INFO] - [E:101| 600]: Train Loss:0.0012159, Val MRR:0.3136, yago11k +2023-05-08 05:32:07,517 - yago11k - [INFO] - [Epoch:101]: Training Loss:0.001216 + +2023-05-08 05:32:07,779 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:32:29,043 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:32:50,083 - yago11k - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.39003, Head : 0.22841, Avg : 0.30922 + +2023-05-08 05:32:50,084 - yago11k - [INFO] - [Epoch 101]: Training Loss: 0.0012159, Valid MRR: 0.3136, + + + +2023-05-08 05:32:51,320 - yago11k - [INFO] - [E:102| 0]: Train Loss:0.0012215, Val MRR:0.3136, yago11k +2023-05-08 05:34:35,155 - yago11k - [INFO] - [E:102| 100]: Train Loss:0.0012113, Val MRR:0.3136, yago11k +2023-05-08 05:36:09,159 - yago11k - [INFO] - [E:102| 200]: Train Loss:0.0012133, Val MRR:0.3136, yago11k +2023-05-08 05:37:51,833 - yago11k - [INFO] - [E:102| 300]: Train Loss:0.0012144, Val MRR:0.3136, yago11k +2023-05-08 05:39:33,684 - yago11k - [INFO] - [E:102| 400]: Train Loss:0.0012139, Val MRR:0.3136, yago11k +2023-05-08 05:41:15,662 - yago11k - [INFO] - [E:102| 500]: Train Loss:0.0012139, Val MRR:0.3136, yago11k +2023-05-08 05:42:58,922 - yago11k - [INFO] - [E:102| 600]: Train Loss:0.0012149, Val MRR:0.3136, yago11k +2023-05-08 05:42:58,922 - yago11k - [INFO] - [Epoch:102]: Training Loss:0.001215 + +2023-05-08 05:42:59,390 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:43:20,643 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:43:42,141 - yago11k - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.38966, Head : 0.22794, Avg : 0.3088 + +2023-05-08 05:43:42,141 - yago11k - [INFO] - [Epoch 102]: Training Loss: 0.0012149, Valid MRR: 0.3136, + + + +2023-05-08 05:43:43,062 - yago11k - [INFO] - [E:103| 0]: Train Loss:0.0012384, Val MRR:0.3136, yago11k +2023-05-08 05:45:16,053 - yago11k - [INFO] - [E:103| 100]: Train Loss:0.0012126, Val MRR:0.3136, yago11k +2023-05-08 05:46:59,170 - yago11k - [INFO] - [E:103| 200]: Train Loss:0.001212, Val MRR:0.3136, yago11k +2023-05-08 05:48:42,340 - yago11k - [INFO] - [E:103| 300]: Train Loss:0.0012126, Val MRR:0.3136, yago11k +2023-05-08 05:50:25,084 - yago11k - [INFO] - [E:103| 400]: Train Loss:0.0012128, Val MRR:0.3136, yago11k +2023-05-08 05:52:08,558 - yago11k - [INFO] - [E:103| 500]: Train Loss:0.0012131, Val MRR:0.3136, yago11k +2023-05-08 05:53:40,774 - yago11k - [INFO] - [E:103| 600]: Train Loss:0.0012134, Val MRR:0.3136, yago11k +2023-05-08 05:53:40,775 - yago11k - [INFO] - [Epoch:103]: Training Loss:0.001213 + +2023-05-08 05:53:41,134 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:54:02,074 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:54:23,550 - yago11k - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.39663, Head : 0.2285, Avg : 0.31257 + +2023-05-08 05:54:23,550 - yago11k - [INFO] - [Epoch 103]: Training Loss: 0.0012134, Valid MRR: 0.3136, + + + +2023-05-08 05:54:24,579 - yago11k - [INFO] - [E:104| 0]: Train Loss:0.0011818, Val MRR:0.3136, yago11k +2023-05-08 05:56:08,857 - yago11k - [INFO] - [E:104| 100]: Train Loss:0.0012081, Val MRR:0.3136, yago11k +2023-05-08 05:57:53,035 - yago11k - [INFO] - [E:104| 200]: Train Loss:0.0012094, Val MRR:0.3136, yago11k +2023-05-08 05:59:36,827 - yago11k - [INFO] - [E:104| 300]: Train Loss:0.0012104, Val MRR:0.3136, yago11k +2023-05-08 06:01:20,838 - yago11k - [INFO] - [E:104| 400]: Train Loss:0.0012103, Val MRR:0.3136, yago11k +2023-05-08 06:02:54,734 - yago11k - [INFO] - [E:104| 500]: Train Loss:0.0012107, Val MRR:0.3136, yago11k +2023-05-08 06:04:39,892 - yago11k - [INFO] - [E:104| 600]: Train Loss:0.0012117, Val MRR:0.3136, yago11k +2023-05-08 06:04:39,893 - yago11k - [INFO] - [Epoch:104]: Training Loss:0.001212 + +2023-05-08 06:04:40,239 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:05:01,309 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:05:22,417 - yago11k - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.392, Head : 0.22617, Avg : 0.30908 + +2023-05-08 06:05:22,417 - yago11k - [INFO] - [Epoch 104]: Training Loss: 0.0012117, Valid MRR: 0.3136, + + + +2023-05-08 06:05:23,488 - yago11k - [INFO] - [E:105| 0]: Train Loss:0.0012292, Val MRR:0.3136, yago11k +2023-05-08 06:07:06,487 - yago11k - [INFO] - [E:105| 100]: Train Loss:0.0012115, Val MRR:0.3136, yago11k +2023-05-08 06:08:49,900 - yago11k - [INFO] - [E:105| 200]: Train Loss:0.0012109, Val MRR:0.3136, yago11k +2023-05-08 06:10:30,688 - yago11k - [INFO] - [E:105| 300]: Train Loss:0.0012102, Val MRR:0.3136, yago11k +2023-05-08 06:12:06,273 - yago11k - [INFO] - [E:105| 400]: Train Loss:0.0012101, Val MRR:0.3136, yago11k +2023-05-08 06:13:49,486 - yago11k - [INFO] - [E:105| 500]: Train Loss:0.0012108, Val MRR:0.3136, yago11k +2023-05-08 06:15:31,981 - yago11k - [INFO] - [E:105| 600]: Train Loss:0.0012109, Val MRR:0.3136, yago11k +2023-05-08 06:15:31,981 - yago11k - [INFO] - [Epoch:105]: Training Loss:0.001211 + +2023-05-08 06:15:32,243 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:15:53,273 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:16:14,043 - yago11k - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.39593, Head : 0.22919, Avg : 0.31256 + +2023-05-08 06:16:14,043 - yago11k - [INFO] - [Epoch 105]: Training Loss: 0.0012109, Valid MRR: 0.3136, + + + +2023-05-08 06:16:15,107 - yago11k - [INFO] - [E:106| 0]: Train Loss:0.0011915, Val MRR:0.3136, yago11k +2023-05-08 06:17:58,957 - yago11k - [INFO] - [E:106| 100]: Train Loss:0.0012071, Val MRR:0.3136, yago11k +2023-05-08 06:19:32,205 - yago11k - [INFO] - [E:106| 200]: Train Loss:0.0012078, Val MRR:0.3136, yago11k +2023-05-08 06:21:15,582 - yago11k - [INFO] - [E:106| 300]: Train Loss:0.001207, Val MRR:0.3136, yago11k +2023-05-08 06:22:59,234 - yago11k - [INFO] - [E:106| 400]: Train Loss:0.0012095, Val MRR:0.3136, yago11k +2023-05-08 06:24:43,244 - yago11k - [INFO] - [E:106| 500]: Train Loss:0.0012098, Val MRR:0.3136, yago11k +2023-05-08 06:26:26,944 - yago11k - [INFO] - [E:106| 600]: Train Loss:0.0012094, Val MRR:0.3136, yago11k +2023-05-08 06:26:26,945 - yago11k - [INFO] - [Epoch:106]: Training Loss:0.001209 + +2023-05-08 06:26:27,219 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:26:48,520 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:27:09,756 - yago11k - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.39939, Head : 0.22932, Avg : 0.31435 + +2023-05-08 06:27:10,718 - yago11k - [INFO] - [Epoch 106]: Training Loss: 0.0012094, Valid MRR: 0.31435, + + + +2023-05-08 06:27:11,895 - yago11k - [INFO] - [E:107| 0]: Train Loss:0.0012015, Val MRR:0.31435, yago11k +2023-05-08 06:28:44,674 - yago11k - [INFO] - [E:107| 100]: Train Loss:0.0012051, Val MRR:0.31435, yago11k +2023-05-08 06:30:27,796 - yago11k - [INFO] - [E:107| 200]: Train Loss:0.0012047, Val MRR:0.31435, yago11k +2023-05-08 06:32:11,298 - yago11k - [INFO] - [E:107| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k +2023-05-08 06:33:54,639 - yago11k - [INFO] - [E:107| 400]: Train Loss:0.0012068, Val MRR:0.31435, yago11k +2023-05-08 06:35:37,869 - yago11k - [INFO] - [E:107| 500]: Train Loss:0.0012073, Val MRR:0.31435, yago11k +2023-05-08 06:37:09,694 - yago11k - [INFO] - [E:107| 600]: Train Loss:0.001208, Val MRR:0.31435, yago11k +2023-05-08 06:37:09,694 - yago11k - [INFO] - [Epoch:107]: Training Loss:0.001208 + +2023-05-08 06:37:10,059 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:37:31,326 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:37:52,404 - yago11k - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.39777, Head : 0.22869, Avg : 0.31323 + +2023-05-08 06:37:52,404 - yago11k - [INFO] - [Epoch 107]: Training Loss: 0.001208, Valid MRR: 0.31435, + + + +2023-05-08 06:37:53,609 - yago11k - [INFO] - [E:108| 0]: Train Loss:0.0012774, Val MRR:0.31435, yago11k +2023-05-08 06:39:37,639 - yago11k - [INFO] - [E:108| 100]: Train Loss:0.0012062, Val MRR:0.31435, yago11k +2023-05-08 06:41:22,398 - yago11k - [INFO] - [E:108| 200]: Train Loss:0.001206, Val MRR:0.31435, yago11k +2023-05-08 06:43:07,297 - yago11k - [INFO] - [E:108| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k +2023-05-08 06:44:51,849 - yago11k - [INFO] - [E:108| 400]: Train Loss:0.0012059, Val MRR:0.31435, yago11k +2023-05-08 06:46:25,031 - yago11k - [INFO] - [E:108| 500]: Train Loss:0.0012064, Val MRR:0.31435, yago11k +2023-05-08 06:48:06,877 - yago11k - [INFO] - [E:108| 600]: Train Loss:0.0012063, Val MRR:0.31435, yago11k +2023-05-08 06:48:06,877 - yago11k - [INFO] - [Epoch:108]: Training Loss:0.001206 + +2023-05-08 06:48:07,364 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:48:28,223 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:48:49,321 - yago11k - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.3997, Head : 0.22755, Avg : 0.31362 + +2023-05-08 06:48:49,321 - yago11k - [INFO] - [Epoch 108]: Training Loss: 0.0012063, Valid MRR: 0.31435, + + + +2023-05-08 06:48:50,496 - yago11k - [INFO] - [E:109| 0]: Train Loss:0.0012447, Val MRR:0.31435, yago11k +2023-05-08 06:50:34,000 - yago11k - [INFO] - [E:109| 100]: Train Loss:0.0012048, Val MRR:0.31435, yago11k +2023-05-08 06:52:19,980 - yago11k - [INFO] - [E:109| 200]: Train Loss:0.0012044, Val MRR:0.31435, yago11k +2023-05-08 06:53:59,658 - yago11k - [INFO] - [E:109| 300]: Train Loss:0.0012043, Val MRR:0.31435, yago11k +2023-05-08 06:55:37,410 - yago11k - [INFO] - [E:109| 400]: Train Loss:0.0012053, Val MRR:0.31435, yago11k +2023-05-08 06:57:21,035 - yago11k - [INFO] - [E:109| 500]: Train Loss:0.0012049, Val MRR:0.31435, yago11k +2023-05-08 06:59:03,488 - yago11k - [INFO] - [E:109| 600]: Train Loss:0.0012054, Val MRR:0.31435, yago11k +2023-05-08 06:59:03,489 - yago11k - [INFO] - [Epoch:109]: Training Loss:0.001205 + +2023-05-08 06:59:03,750 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:59:24,732 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:59:45,384 - yago11k - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.40414, Head : 0.22759, Avg : 0.31587 + MR: Tail : 358.21, Head : 706.75, Avg : 532.48 + Hit-1: Tail : 0.31314, Head : 0.18505, Avg : 0.2491 + Hit-3: Tail : 0.44526, Head : 0.22242, Avg : 0.33384 + Hit-10: Tail : 0.58086, Head : 0.30967, Avg : 0.44526 +2023-05-08 06:59:46,339 - yago11k - [INFO] - [Epoch 109]: Training Loss: 0.0012054, Valid MRR: 0.31587, + + + +2023-05-08 06:59:47,539 - yago11k - [INFO] - [E:110| 0]: Train Loss:0.0011863, Val MRR:0.31587, yago11k +2023-05-08 07:01:31,627 - yago11k - [INFO] - [E:110| 100]: Train Loss:0.0012005, Val MRR:0.31587, yago11k +2023-05-08 07:03:04,528 - yago11k - [INFO] - [E:110| 200]: Train Loss:0.0012033, Val MRR:0.31587, yago11k +2023-05-08 07:04:47,716 - yago11k - [INFO] - [E:110| 300]: Train Loss:0.0012034, Val MRR:0.31587, yago11k +2023-05-08 07:06:31,239 - yago11k - [INFO] - [E:110| 400]: Train Loss:0.0012037, Val MRR:0.31587, yago11k +2023-05-08 07:08:14,699 - yago11k - [INFO] - [E:110| 500]: Train Loss:0.0012043, Val MRR:0.31587, yago11k +2023-05-08 07:09:56,819 - yago11k - [INFO] - [E:110| 600]: Train Loss:0.0012045, Val MRR:0.31587, yago11k +2023-05-08 07:09:56,819 - yago11k - [INFO] - [Epoch:110]: Training Loss:0.001204 + +2023-05-08 07:09:57,081 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:10:17,325 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:10:37,739 - yago11k - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.40231, Head : 0.2285, Avg : 0.31541 + +2023-05-08 07:10:37,739 - yago11k - [INFO] - [Epoch 110]: Training Loss: 0.0012045, Valid MRR: 0.31587, + + + +2023-05-08 07:10:38,941 - yago11k - [INFO] - [E:111| 0]: Train Loss:0.0011859, Val MRR:0.31587, yago11k +2023-05-08 07:12:10,556 - yago11k - [INFO] - [E:111| 100]: Train Loss:0.0012006, Val MRR:0.31587, yago11k +2023-05-08 07:13:53,535 - yago11k - [INFO] - [E:111| 200]: Train Loss:0.0011993, Val MRR:0.31587, yago11k +2023-05-08 07:15:36,780 - yago11k - [INFO] - [E:111| 300]: Train Loss:0.0012017, Val MRR:0.31587, yago11k +2023-05-08 07:17:19,895 - yago11k - [INFO] - [E:111| 400]: Train Loss:0.0012036, Val MRR:0.31587, yago11k +2023-05-08 07:19:03,174 - yago11k - [INFO] - [E:111| 500]: Train Loss:0.0012042, Val MRR:0.31587, yago11k +2023-05-08 07:20:35,470 - yago11k - [INFO] - [E:111| 600]: Train Loss:0.0012034, Val MRR:0.31587, yago11k +2023-05-08 07:20:35,471 - yago11k - [INFO] - [Epoch:111]: Training Loss:0.001203 + +2023-05-08 07:20:35,803 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:20:56,839 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:21:18,566 - yago11k - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.40622, Head : 0.22821, Avg : 0.31721 + +2023-05-08 07:21:19,536 - yago11k - [INFO] - [Epoch 111]: Training Loss: 0.0012034, Valid MRR: 0.31721, + + + +2023-05-08 07:21:20,730 - yago11k - [INFO] - [E:112| 0]: Train Loss:0.0011979, Val MRR:0.31721, yago11k +2023-05-08 07:23:05,410 - yago11k - [INFO] - [E:112| 100]: Train Loss:0.0011978, Val MRR:0.31721, yago11k +2023-05-08 07:24:49,575 - yago11k - [INFO] - [E:112| 200]: Train Loss:0.0011982, Val MRR:0.31721, yago11k +2023-05-08 07:26:33,608 - yago11k - [INFO] - [E:112| 300]: Train Loss:0.0012, Val MRR:0.31721, yago11k +2023-05-08 07:28:17,035 - yago11k - [INFO] - [E:112| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k +2023-05-08 07:29:51,203 - yago11k - [INFO] - [E:112| 500]: Train Loss:0.0012009, Val MRR:0.31721, yago11k +2023-05-08 07:31:33,458 - yago11k - [INFO] - [E:112| 600]: Train Loss:0.0012012, Val MRR:0.31721, yago11k +2023-05-08 07:31:33,458 - yago11k - [INFO] - [Epoch:112]: Training Loss:0.001201 + +2023-05-08 07:31:33,855 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:31:55,023 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:32:15,847 - yago11k - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.40023, Head : 0.22791, Avg : 0.31407 + +2023-05-08 07:32:15,847 - yago11k - [INFO] - [Epoch 112]: Training Loss: 0.0012012, Valid MRR: 0.31721, + + + +2023-05-08 07:32:16,904 - yago11k - [INFO] - [E:113| 0]: Train Loss:0.0012183, Val MRR:0.31721, yago11k +2023-05-08 07:34:01,193 - yago11k - [INFO] - [E:113| 100]: Train Loss:0.0012015, Val MRR:0.31721, yago11k +2023-05-08 07:35:45,107 - yago11k - [INFO] - [E:113| 200]: Train Loss:0.0012002, Val MRR:0.31721, yago11k +2023-05-08 07:37:17,652 - yago11k - [INFO] - [E:113| 300]: Train Loss:0.0012001, Val MRR:0.31721, yago11k +2023-05-08 07:39:00,638 - yago11k - [INFO] - [E:113| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k +2023-05-08 07:40:45,710 - yago11k - [INFO] - [E:113| 500]: Train Loss:0.0012006, Val MRR:0.31721, yago11k +2023-05-08 07:42:28,641 - yago11k - [INFO] - [E:113| 600]: Train Loss:0.0012008, Val MRR:0.31721, yago11k +2023-05-08 07:42:28,641 - yago11k - [INFO] - [Epoch:113]: Training Loss:0.001201 + +2023-05-08 07:42:28,944 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:42:49,841 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:43:11,384 - yago11k - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.39898, Head : 0.23034, Avg : 0.31466 + +2023-05-08 07:43:11,385 - yago11k - [INFO] - [Epoch 113]: Training Loss: 0.0012008, Valid MRR: 0.31721, + + + +2023-05-08 07:43:12,561 - yago11k - [INFO] - [E:114| 0]: Train Loss:0.0011856, Val MRR:0.31721, yago11k +2023-05-08 07:44:56,946 - yago11k - [INFO] - [E:114| 100]: Train Loss:0.0011976, Val MRR:0.31721, yago11k +2023-05-08 07:46:30,253 - yago11k - [INFO] - [E:114| 200]: Train Loss:0.001198, Val MRR:0.31721, yago11k +2023-05-08 07:48:13,846 - yago11k - [INFO] - [E:114| 300]: Train Loss:0.0011975, Val MRR:0.31721, yago11k +2023-05-08 07:49:58,169 - yago11k - [INFO] - [E:114| 400]: Train Loss:0.0011988, Val MRR:0.31721, yago11k +2023-05-08 07:51:41,703 - yago11k - [INFO] - [E:114| 500]: Train Loss:0.0011988, Val MRR:0.31721, yago11k +2023-05-08 07:53:24,877 - yago11k - [INFO] - [E:114| 600]: Train Loss:0.0011992, Val MRR:0.31721, yago11k +2023-05-08 07:53:24,877 - yago11k - [INFO] - [Epoch:114]: Training Loss:0.001199 + +2023-05-08 07:53:25,204 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:53:46,277 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:54:07,188 - yago11k - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.40152, Head : 0.22981, Avg : 0.31566 + +2023-05-08 07:54:07,188 - yago11k - [INFO] - [Epoch 114]: Training Loss: 0.0011992, Valid MRR: 0.31721, + + + +2023-05-08 07:54:08,021 - yago11k - [INFO] - [E:115| 0]: Train Loss:0.0012072, Val MRR:0.31721, yago11k +2023-05-08 07:55:41,841 - yago11k - [INFO] - [E:115| 100]: Train Loss:0.0011969, Val MRR:0.31721, yago11k +2023-05-08 07:57:25,213 - yago11k - [INFO] - [E:115| 200]: Train Loss:0.0011958, Val MRR:0.31721, yago11k +2023-05-08 07:59:09,131 - yago11k - [INFO] - [E:115| 300]: Train Loss:0.0011968, Val MRR:0.31721, yago11k +2023-05-08 08:00:53,211 - yago11k - [INFO] - [E:115| 400]: Train Loss:0.0011967, Val MRR:0.31721, yago11k +2023-05-08 08:02:36,922 - yago11k - [INFO] - [E:115| 500]: Train Loss:0.0011977, Val MRR:0.31721, yago11k +2023-05-08 08:04:09,332 - yago11k - [INFO] - [E:115| 600]: Train Loss:0.0011976, Val MRR:0.31721, yago11k +2023-05-08 08:04:09,333 - yago11k - [INFO] - [Epoch:115]: Training Loss:0.001198 + +2023-05-08 08:04:09,677 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:04:31,025 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:04:52,280 - yago11k - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.40061, Head : 0.22862, Avg : 0.31461 + +2023-05-08 08:04:52,280 - yago11k - [INFO] - [Epoch 115]: Training Loss: 0.0011976, Valid MRR: 0.31721, + + + +2023-05-08 08:04:53,112 - yago11k - [INFO] - [E:116| 0]: Train Loss:0.0011721, Val MRR:0.31721, yago11k +2023-05-08 08:06:36,458 - yago11k - [INFO] - [E:116| 100]: Train Loss:0.0011955, Val MRR:0.31721, yago11k +2023-05-08 08:08:19,518 - yago11k - [INFO] - [E:116| 200]: Train Loss:0.0011954, Val MRR:0.31721, yago11k +2023-05-08 08:10:02,769 - yago11k - [INFO] - [E:116| 300]: Train Loss:0.0011955, Val MRR:0.31721, yago11k +2023-05-08 08:11:42,867 - yago11k - [INFO] - [E:116| 400]: Train Loss:0.0011964, Val MRR:0.31721, yago11k +2023-05-08 08:13:18,679 - yago11k - [INFO] - [E:116| 500]: Train Loss:0.0011971, Val MRR:0.31721, yago11k +2023-05-08 08:15:01,578 - yago11k - [INFO] - [E:116| 600]: Train Loss:0.001197, Val MRR:0.31721, yago11k +2023-05-08 08:15:01,578 - yago11k - [INFO] - [Epoch:116]: Training Loss:0.001197 + +2023-05-08 08:15:01,909 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:15:22,821 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:15:44,395 - yago11k - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.40099, Head : 0.22962, Avg : 0.3153 + +2023-05-08 08:15:44,395 - yago11k - [INFO] - [Epoch 116]: Training Loss: 0.001197, Valid MRR: 0.31721, + + + +2023-05-08 08:15:45,263 - yago11k - [INFO] - [E:117| 0]: Train Loss:0.0011945, Val MRR:0.31721, yago11k +2023-05-08 08:17:29,826 - yago11k - [INFO] - [E:117| 100]: Train Loss:0.0011918, Val MRR:0.31721, yago11k +2023-05-08 08:19:13,739 - yago11k - [INFO] - [E:117| 200]: Train Loss:0.001193, Val MRR:0.31721, yago11k +2023-05-08 08:20:46,750 - yago11k - [INFO] - [E:117| 300]: Train Loss:0.0011938, Val MRR:0.31721, yago11k +2023-05-08 08:22:30,146 - yago11k - [INFO] - [E:117| 400]: Train Loss:0.0011954, Val MRR:0.31721, yago11k +2023-05-08 08:24:13,375 - yago11k - [INFO] - [E:117| 500]: Train Loss:0.0011955, Val MRR:0.31721, yago11k +2023-05-08 08:25:55,623 - yago11k - [INFO] - [E:117| 600]: Train Loss:0.001196, Val MRR:0.31721, yago11k +2023-05-08 08:25:55,623 - yago11k - [INFO] - [Epoch:117]: Training Loss:0.001196 + +2023-05-08 08:25:56,116 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:26:16,929 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:26:38,086 - yago11k - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40063, Head : 0.23042, Avg : 0.31553 + +2023-05-08 08:26:38,087 - yago11k - [INFO] - [Epoch 117]: Training Loss: 0.001196, Valid MRR: 0.31721, + + + +2023-05-08 08:26:39,261 - yago11k - [INFO] - [E:118| 0]: Train Loss:0.0012445, Val MRR:0.31721, yago11k +2023-05-08 08:28:25,192 - yago11k - [INFO] - [E:118| 100]: Train Loss:0.0011891, Val MRR:0.31721, yago11k +2023-05-08 08:29:59,208 - yago11k - [INFO] - [E:118| 200]: Train Loss:0.0011928, Val MRR:0.31721, yago11k +2023-05-08 08:31:43,759 - yago11k - [INFO] - [E:118| 300]: Train Loss:0.0011929, Val MRR:0.31721, yago11k +2023-05-08 08:33:28,144 - yago11k - [INFO] - [E:118| 400]: Train Loss:0.001194, Val MRR:0.31721, yago11k +2023-05-08 08:35:12,474 - yago11k - [INFO] - [E:118| 500]: Train Loss:0.0011947, Val MRR:0.31721, yago11k +2023-05-08 08:36:56,025 - yago11k - [INFO] - [E:118| 600]: Train Loss:0.0011951, Val MRR:0.31721, yago11k +2023-05-08 08:36:56,025 - yago11k - [INFO] - [Epoch:118]: Training Loss:0.001195 + +2023-05-08 08:36:56,525 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:37:17,548 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:37:38,653 - yago11k - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.40197, Head : 0.22888, Avg : 0.31542 + +2023-05-08 08:37:38,653 - yago11k - [INFO] - [Epoch 118]: Training Loss: 0.0011951, Valid MRR: 0.31721, + + + +2023-05-08 08:37:39,733 - yago11k - [INFO] - [E:119| 0]: Train Loss:0.001225, Val MRR:0.31721, yago11k +2023-05-08 08:39:13,532 - yago11k - [INFO] - [E:119| 100]: Train Loss:0.0011946, Val MRR:0.31721, yago11k +2023-05-08 08:40:56,345 - yago11k - [INFO] - [E:119| 200]: Train Loss:0.0011934, Val MRR:0.31721, yago11k +2023-05-08 08:42:37,460 - yago11k - [INFO] - [E:119| 300]: Train Loss:0.0011927, Val MRR:0.31721, yago11k +2023-05-08 08:44:19,692 - yago11k - [INFO] - [E:119| 400]: Train Loss:0.001193, Val MRR:0.31721, yago11k +2023-05-08 08:46:02,750 - yago11k - [INFO] - [E:119| 500]: Train Loss:0.0011936, Val MRR:0.31721, yago11k +2023-05-08 08:47:34,706 - yago11k - [INFO] - [E:119| 600]: Train Loss:0.0011939, Val MRR:0.31721, yago11k +2023-05-08 08:47:34,706 - yago11k - [INFO] - [Epoch:119]: Training Loss:0.001194 + +2023-05-08 08:47:35,225 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:47:56,028 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:48:17,257 - yago11k - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.39644, Head : 0.22977, Avg : 0.3131 + MR: Tail : 375.39, Head : 706.49, Avg : 540.94 + Hit-1: Tail : 0.29939, Head : 0.18477, Avg : 0.24208 + Hit-3: Tail : 0.4379, Head : 0.2259, Avg : 0.3319 + Hit-10: Tail : 0.58752, Head : 0.31439, Avg : 0.45096 +2023-05-08 08:48:17,257 - yago11k - [INFO] - [Epoch 119]: Training Loss: 0.0011939, Valid MRR: 0.31721, + + + +2023-05-08 08:48:18,447 - yago11k - [INFO] - [E:120| 0]: Train Loss:0.0011678, Val MRR:0.31721, yago11k +2023-05-08 08:50:01,847 - yago11k - [INFO] - [E:120| 100]: Train Loss:0.0011917, Val MRR:0.31721, yago11k +2023-05-08 08:51:45,408 - yago11k - [INFO] - [E:120| 200]: Train Loss:0.0011916, Val MRR:0.31721, yago11k +2023-05-08 08:53:28,308 - yago11k - [INFO] - [E:120| 300]: Train Loss:0.001192, Val MRR:0.31721, yago11k +2023-05-08 08:55:04,106 - yago11k - [INFO] - [E:120| 400]: Train Loss:0.001192, Val MRR:0.31721, yago11k +2023-05-08 08:56:44,259 - yago11k - [INFO] - [E:120| 500]: Train Loss:0.0011919, Val MRR:0.31721, yago11k +2023-05-08 08:58:26,697 - yago11k - [INFO] - [E:120| 600]: Train Loss:0.0011927, Val MRR:0.31721, yago11k +2023-05-08 08:58:26,698 - yago11k - [INFO] - [Epoch:120]: Training Loss:0.001193 + +2023-05-08 08:58:26,960 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:58:48,110 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:59:09,010 - yago11k - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.39732, Head : 0.22809, Avg : 0.3127 + +2023-05-08 08:59:09,010 - yago11k - [INFO] - [Epoch 120]: Training Loss: 0.0011927, Valid MRR: 0.31721, + + + +2023-05-08 08:59:10,211 - yago11k - [INFO] - [E:121| 0]: Train Loss:0.0012053, Val MRR:0.31721, yago11k +2023-05-08 09:00:53,182 - yago11k - [INFO] - [E:121| 100]: Train Loss:0.0011889, Val MRR:0.31721, yago11k +2023-05-08 09:02:36,872 - yago11k - [INFO] - [E:121| 200]: Train Loss:0.0011899, Val MRR:0.31721, yago11k +2023-05-08 09:04:09,119 - yago11k - [INFO] - [E:121| 300]: Train Loss:0.0011916, Val MRR:0.31721, yago11k +2023-05-08 09:05:52,289 - yago11k - [INFO] - [E:121| 400]: Train Loss:0.001191, Val MRR:0.31721, yago11k +2023-05-08 09:07:35,991 - yago11k - [INFO] - [E:121| 500]: Train Loss:0.001191, Val MRR:0.31721, yago11k +2023-05-08 09:09:18,893 - yago11k - [INFO] - [E:121| 600]: Train Loss:0.0011913, Val MRR:0.31721, yago11k +2023-05-08 09:09:18,894 - yago11k - [INFO] - [Epoch:121]: Training Loss:0.001191 + +2023-05-08 09:09:19,212 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:09:40,328 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:10:01,729 - yago11k - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.40622, Head : 0.22953, Avg : 0.31788 + +2023-05-08 09:10:02,681 - yago11k - [INFO] - [Epoch 121]: Training Loss: 0.0011913, Valid MRR: 0.31788, + + + +2023-05-08 09:10:03,876 - yago11k - [INFO] - [E:122| 0]: Train Loss:0.0011743, Val MRR:0.31788, yago11k +2023-05-08 09:11:47,271 - yago11k - [INFO] - [E:122| 100]: Train Loss:0.0011897, Val MRR:0.31788, yago11k +2023-05-08 09:13:20,366 - yago11k - [INFO] - [E:122| 200]: Train Loss:0.0011894, Val MRR:0.31788, yago11k +2023-05-08 09:15:04,100 - yago11k - [INFO] - [E:122| 300]: Train Loss:0.0011894, Val MRR:0.31788, yago11k +2023-05-08 09:16:49,397 - yago11k - [INFO] - [E:122| 400]: Train Loss:0.0011895, Val MRR:0.31788, yago11k +2023-05-08 09:18:33,187 - yago11k - [INFO] - [E:122| 500]: Train Loss:0.0011898, Val MRR:0.31788, yago11k +2023-05-08 09:20:16,282 - yago11k - [INFO] - [E:122| 600]: Train Loss:0.0011903, Val MRR:0.31788, yago11k +2023-05-08 09:20:16,282 - yago11k - [INFO] - [Epoch:122]: Training Loss:0.00119 + +2023-05-08 09:20:16,544 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:20:37,858 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:20:58,563 - yago11k - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.40168, Head : 0.23007, Avg : 0.31587 + +2023-05-08 09:20:58,563 - yago11k - [INFO] - [Epoch 122]: Training Loss: 0.0011903, Valid MRR: 0.31788, + + + +2023-05-08 09:20:59,209 - yago11k - [INFO] - [E:123| 0]: Train Loss:0.0011699, Val MRR:0.31788, yago11k +2023-05-08 09:22:33,351 - yago11k - [INFO] - [E:123| 100]: Train Loss:0.0011893, Val MRR:0.31788, yago11k +2023-05-08 09:24:17,503 - yago11k - [INFO] - [E:123| 200]: Train Loss:0.0011875, Val MRR:0.31788, yago11k +2023-05-08 09:26:01,515 - yago11k - [INFO] - [E:123| 300]: Train Loss:0.0011877, Val MRR:0.31788, yago11k +2023-05-08 09:27:45,914 - yago11k - [INFO] - [E:123| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k +2023-05-08 09:29:30,027 - yago11k - [INFO] - [E:123| 500]: Train Loss:0.0011892, Val MRR:0.31788, yago11k +2023-05-08 09:31:02,129 - yago11k - [INFO] - [E:123| 600]: Train Loss:0.001189, Val MRR:0.31788, yago11k +2023-05-08 09:31:02,129 - yago11k - [INFO] - [Epoch:123]: Training Loss:0.001189 + +2023-05-08 09:31:02,476 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:31:23,523 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:31:44,773 - yago11k - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.40103, Head : 0.22906, Avg : 0.31505 + +2023-05-08 09:31:44,773 - yago11k - [INFO] - [Epoch 123]: Training Loss: 0.001189, Valid MRR: 0.31788, + + + +2023-05-08 09:31:45,621 - yago11k - [INFO] - [E:124| 0]: Train Loss:0.00116, Val MRR:0.31788, yago11k +2023-05-08 09:33:29,026 - yago11k - [INFO] - [E:124| 100]: Train Loss:0.0011842, Val MRR:0.31788, yago11k +2023-05-08 09:35:12,427 - yago11k - [INFO] - [E:124| 200]: Train Loss:0.001185, Val MRR:0.31788, yago11k +2023-05-08 09:36:55,620 - yago11k - [INFO] - [E:124| 300]: Train Loss:0.0011878, Val MRR:0.31788, yago11k +2023-05-08 09:38:29,810 - yago11k - [INFO] - [E:124| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k +2023-05-08 09:40:11,970 - yago11k - [INFO] - [E:124| 500]: Train Loss:0.0011886, Val MRR:0.31788, yago11k +2023-05-08 09:41:54,724 - yago11k - [INFO] - [E:124| 600]: Train Loss:0.0011883, Val MRR:0.31788, yago11k +2023-05-08 09:41:54,724 - yago11k - [INFO] - [Epoch:124]: Training Loss:0.001188 + +2023-05-08 09:41:55,234 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:42:16,188 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:42:37,523 - yago11k - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.40294, Head : 0.2291, Avg : 0.31602 + +2023-05-08 09:42:37,523 - yago11k - [INFO] - [Epoch 124]: Training Loss: 0.0011883, Valid MRR: 0.31788, + + + +2023-05-08 09:42:38,376 - yago11k - [INFO] - [E:125| 0]: Train Loss:0.0011736, Val MRR:0.31788, yago11k +2023-05-08 09:44:21,363 - yago11k - [INFO] - [E:125| 100]: Train Loss:0.001183, Val MRR:0.31788, yago11k +2023-05-08 09:46:04,237 - yago11k - [INFO] - [E:125| 200]: Train Loss:0.0011853, Val MRR:0.31788, yago11k +2023-05-08 09:47:37,118 - yago11k - [INFO] - [E:125| 300]: Train Loss:0.0011867, Val MRR:0.31788, yago11k +2023-05-08 09:49:20,329 - yago11k - [INFO] - [E:125| 400]: Train Loss:0.0011868, Val MRR:0.31788, yago11k +2023-05-08 09:51:04,676 - yago11k - [INFO] - [E:125| 500]: Train Loss:0.0011872, Val MRR:0.31788, yago11k +2023-05-08 09:52:46,623 - yago11k - [INFO] - [E:125| 600]: Train Loss:0.0011871, Val MRR:0.31788, yago11k +2023-05-08 09:52:46,623 - yago11k - [INFO] - [Epoch:125]: Training Loss:0.001187 + +2023-05-08 09:52:47,085 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:53:07,897 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:53:28,921 - yago11k - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.40153, Head : 0.23045, Avg : 0.31599 + +2023-05-08 09:53:28,921 - yago11k - [INFO] - [Epoch 125]: Training Loss: 0.0011871, Valid MRR: 0.31788, + + + +2023-05-08 09:53:30,106 - yago11k - [INFO] - [E:126| 0]: Train Loss:0.0012263, Val MRR:0.31788, yago11k +2023-05-08 09:55:13,201 - yago11k - [INFO] - [E:126| 100]: Train Loss:0.0011844, Val MRR:0.31788, yago11k +2023-05-08 09:56:46,331 - yago11k - [INFO] - [E:126| 200]: Train Loss:0.0011837, Val MRR:0.31788, yago11k +2023-05-08 09:58:29,656 - yago11k - [INFO] - [E:126| 300]: Train Loss:0.0011846, Val MRR:0.31788, yago11k +2023-05-08 10:00:12,913 - yago11k - [INFO] - [E:126| 400]: Train Loss:0.0011842, Val MRR:0.31788, yago11k +2023-05-08 10:01:56,008 - yago11k - [INFO] - [E:126| 500]: Train Loss:0.0011848, Val MRR:0.31788, yago11k +2023-05-08 10:03:40,550 - yago11k - [INFO] - [E:126| 600]: Train Loss:0.0011858, Val MRR:0.31788, yago11k +2023-05-08 10:03:40,550 - yago11k - [INFO] - [Epoch:126]: Training Loss:0.001186 + +2023-05-08 10:03:40,896 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:04:02,071 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:04:22,754 - yago11k - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.4024, Head : 0.22848, Avg : 0.31544 + +2023-05-08 10:04:22,755 - yago11k - [INFO] - [Epoch 126]: Training Loss: 0.0011858, Valid MRR: 0.31788, + + + +2023-05-08 10:04:23,424 - yago11k - [INFO] - [E:127| 0]: Train Loss:0.0011688, Val MRR:0.31788, yago11k +2023-05-08 10:05:57,460 - yago11k - [INFO] - [E:127| 100]: Train Loss:0.0011831, Val MRR:0.31788, yago11k +2023-05-08 10:07:41,309 - yago11k - [INFO] - [E:127| 200]: Train Loss:0.0011857, Val MRR:0.31788, yago11k +2023-05-08 10:09:24,308 - yago11k - [INFO] - [E:127| 300]: Train Loss:0.0011849, Val MRR:0.31788, yago11k +2023-05-08 10:11:07,840 - yago11k - [INFO] - [E:127| 400]: Train Loss:0.0011843, Val MRR:0.31788, yago11k +2023-05-08 10:12:49,477 - yago11k - [INFO] - [E:127| 500]: Train Loss:0.0011843, Val MRR:0.31788, yago11k +2023-05-08 10:14:21,281 - yago11k - [INFO] - [E:127| 600]: Train Loss:0.0011849, Val MRR:0.31788, yago11k +2023-05-08 10:14:21,281 - yago11k - [INFO] - [Epoch:127]: Training Loss:0.001185 + +2023-05-08 10:14:21,723 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:14:42,710 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:15:03,864 - yago11k - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.39703, Head : 0.22917, Avg : 0.3131 + +2023-05-08 10:15:03,864 - yago11k - [INFO] - [Epoch 127]: Training Loss: 0.0011849, Valid MRR: 0.31788, + + + +2023-05-08 10:15:04,944 - yago11k - [INFO] - [E:128| 0]: Train Loss:0.0011895, Val MRR:0.31788, yago11k +2023-05-08 10:16:48,427 - yago11k - [INFO] - [E:128| 100]: Train Loss:0.0011822, Val MRR:0.31788, yago11k +2023-05-08 10:18:31,985 - yago11k - [INFO] - [E:128| 200]: Train Loss:0.0011816, Val MRR:0.31788, yago11k +2023-05-08 10:20:15,895 - yago11k - [INFO] - [E:128| 300]: Train Loss:0.0011831, Val MRR:0.31788, yago11k +2023-05-08 10:21:48,855 - yago11k - [INFO] - [E:128| 400]: Train Loss:0.0011835, Val MRR:0.31788, yago11k +2023-05-08 10:23:32,207 - yago11k - [INFO] - [E:128| 500]: Train Loss:0.0011838, Val MRR:0.31788, yago11k +2023-05-08 10:25:15,872 - yago11k - [INFO] - [E:128| 600]: Train Loss:0.0011836, Val MRR:0.31788, yago11k +2023-05-08 10:25:15,873 - yago11k - [INFO] - [Epoch:128]: Training Loss:0.001184 + +2023-05-08 10:25:16,227 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:25:37,580 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:25:58,797 - yago11k - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.4009, Head : 0.23036, Avg : 0.31563 + +2023-05-08 10:25:58,797 - yago11k - [INFO] - [Epoch 128]: Training Loss: 0.0011836, Valid MRR: 0.31788, + + + +2023-05-08 10:25:59,966 - yago11k - [INFO] - [E:129| 0]: Train Loss:0.0011961, Val MRR:0.31788, yago11k +2023-05-08 10:27:43,685 - yago11k - [INFO] - [E:129| 100]: Train Loss:0.0011795, Val MRR:0.31788, yago11k +2023-05-08 10:29:27,916 - yago11k - [INFO] - [E:129| 200]: Train Loss:0.0011817, Val MRR:0.31788, yago11k +2023-05-08 10:31:00,775 - yago11k - [INFO] - [E:129| 300]: Train Loss:0.001181, Val MRR:0.31788, yago11k +2023-05-08 10:32:43,754 - yago11k - [INFO] - [E:129| 400]: Train Loss:0.0011813, Val MRR:0.31788, yago11k +2023-05-08 10:34:26,704 - yago11k - [INFO] - [E:129| 500]: Train Loss:0.0011818, Val MRR:0.31788, yago11k +2023-05-08 10:36:09,318 - yago11k - [INFO] - [E:129| 600]: Train Loss:0.001183, Val MRR:0.31788, yago11k +2023-05-08 10:36:09,318 - yago11k - [INFO] - [Epoch:129]: Training Loss:0.001183 + +2023-05-08 10:36:09,580 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:36:30,450 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:36:51,564 - yago11k - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.39875, Head : 0.22917, Avg : 0.31396 + MR: Tail : 381.92, Head : 738.78, Avg : 560.35 + Hit-1: Tail : 0.30522, Head : 0.18672, Avg : 0.24597 + Hit-3: Tail : 0.43998, Head : 0.22256, Avg : 0.33127 + Hit-10: Tail : 0.58447, Head : 0.31495, Avg : 0.44971 +2023-05-08 10:36:51,564 - yago11k - [INFO] - [Epoch 129]: Training Loss: 0.001183, Valid MRR: 0.31788, + + + +2023-05-08 10:36:52,757 - yago11k - [INFO] - [E:130| 0]: Train Loss:0.001209, Val MRR:0.31788, yago11k +2023-05-08 10:38:36,474 - yago11k - [INFO] - [E:130| 100]: Train Loss:0.0011833, Val MRR:0.31788, yago11k +2023-05-08 10:40:09,267 - yago11k - [INFO] - [E:130| 200]: Train Loss:0.0011811, Val MRR:0.31788, yago11k +2023-05-08 10:41:53,078 - yago11k - [INFO] - [E:130| 300]: Train Loss:0.0011797, Val MRR:0.31788, yago11k +2023-05-08 10:43:36,038 - yago11k - [INFO] - [E:130| 400]: Train Loss:0.0011801, Val MRR:0.31788, yago11k +2023-05-08 10:45:18,804 - yago11k - [INFO] - [E:130| 500]: Train Loss:0.0011815, Val MRR:0.31788, yago11k +2023-05-08 10:47:01,517 - yago11k - [INFO] - [E:130| 600]: Train Loss:0.0011818, Val MRR:0.31788, yago11k +2023-05-08 10:47:01,518 - yago11k - [INFO] - [Epoch:130]: Training Loss:0.001182 + +2023-05-08 10:47:01,915 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:47:22,879 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:47:34,888 - yago11k - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.40483, Head : 0.23051, Avg : 0.31767 + +2023-05-08 10:47:34,888 - yago11k - [INFO] - [Epoch 130]: Training Loss: 0.0011818, Valid MRR: 0.31788, + + + +2023-05-08 10:47:35,533 - yago11k - [INFO] - [E:131| 0]: Train Loss:0.0011592, Val MRR:0.31788, yago11k +2023-05-08 10:49:16,297 - yago11k - [INFO] - [E:131| 100]: Train Loss:0.0011781, Val MRR:0.31788, yago11k +2023-05-08 10:50:59,178 - yago11k - [INFO] - [E:131| 200]: Train Loss:0.0011771, Val MRR:0.31788, yago11k +2023-05-08 10:52:43,788 - yago11k - [INFO] - [E:131| 300]: Train Loss:0.0011787, Val MRR:0.31788, yago11k +2023-05-08 10:54:27,154 - yago11k - [INFO] - [E:131| 400]: Train Loss:0.0011796, Val MRR:0.31788, yago11k +2023-05-08 10:56:09,732 - yago11k - [INFO] - [E:131| 500]: Train Loss:0.0011802, Val MRR:0.31788, yago11k +2023-05-08 10:57:42,695 - yago11k - [INFO] - [E:131| 600]: Train Loss:0.0011809, Val MRR:0.31788, yago11k +2023-05-08 10:57:42,696 - yago11k - [INFO] - [Epoch:131]: Training Loss:0.001181 + +2023-05-08 10:57:43,211 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:58:04,148 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:58:25,556 - yago11k - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.40644, Head : 0.22961, Avg : 0.31803 + +2023-05-08 10:58:26,519 - yago11k - [INFO] - [Epoch 131]: Training Loss: 0.0011809, Valid MRR: 0.31803, + + + +2023-05-08 10:58:27,717 - yago11k - [INFO] - [E:132| 0]: Train Loss:0.0012017, Val MRR:0.31803, yago11k +2023-05-08 11:00:12,000 - yago11k - [INFO] - [E:132| 100]: Train Loss:0.0011829, Val MRR:0.31803, yago11k +2023-05-08 11:01:56,108 - yago11k - [INFO] - [E:132| 200]: Train Loss:0.0011821, Val MRR:0.31803, yago11k +2023-05-08 11:03:40,366 - yago11k - [INFO] - [E:132| 300]: Train Loss:0.0011802, Val MRR:0.31803, yago11k +2023-05-08 11:05:13,458 - yago11k - [INFO] - [E:132| 400]: Train Loss:0.0011794, Val MRR:0.31803, yago11k +2023-05-08 11:06:56,225 - yago11k - [INFO] - [E:132| 500]: Train Loss:0.0011796, Val MRR:0.31803, yago11k +2023-05-08 11:08:38,924 - yago11k - [INFO] - [E:132| 600]: Train Loss:0.0011798, Val MRR:0.31803, yago11k +2023-05-08 11:08:38,924 - yago11k - [INFO] - [Epoch:132]: Training Loss:0.00118 + +2023-05-08 11:08:39,270 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:09:00,134 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:09:20,993 - yago11k - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.40399, Head : 0.22989, Avg : 0.31694 + +2023-05-08 11:09:20,993 - yago11k - [INFO] - [Epoch 132]: Training Loss: 0.0011798, Valid MRR: 0.31803, + + + +2023-05-08 11:09:21,811 - yago11k - [INFO] - [E:133| 0]: Train Loss:0.0011953, Val MRR:0.31803, yago11k +2023-05-08 11:11:05,597 - yago11k - [INFO] - [E:133| 100]: Train Loss:0.0011781, Val MRR:0.31803, yago11k +2023-05-08 11:12:48,728 - yago11k - [INFO] - [E:133| 200]: Train Loss:0.0011787, Val MRR:0.31803, yago11k +2023-05-08 11:14:21,287 - yago11k - [INFO] - [E:133| 300]: Train Loss:0.0011785, Val MRR:0.31803, yago11k +2023-05-08 11:16:04,765 - yago11k - [INFO] - [E:133| 400]: Train Loss:0.0011788, Val MRR:0.31803, yago11k +2023-05-08 11:17:48,104 - yago11k - [INFO] - [E:133| 500]: Train Loss:0.0011782, Val MRR:0.31803, yago11k +2023-05-08 11:19:31,027 - yago11k - [INFO] - [E:133| 600]: Train Loss:0.0011785, Val MRR:0.31803, yago11k +2023-05-08 11:19:31,027 - yago11k - [INFO] - [Epoch:133]: Training Loss:0.001178 + +2023-05-08 11:19:31,362 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:19:52,858 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:20:13,682 - yago11k - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.40371, Head : 0.22956, Avg : 0.31664 + +2023-05-08 11:20:13,682 - yago11k - [INFO] - [Epoch 133]: Training Loss: 0.0011785, Valid MRR: 0.31803, + + + +2023-05-08 11:20:14,883 - yago11k - [INFO] - [E:134| 0]: Train Loss:0.0011559, Val MRR:0.31803, yago11k +2023-05-08 11:21:46,344 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-08 11:21:55,078 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-08 11:21:58,478 - yago11k - [INFO] - [E:134| 100]: Train Loss:0.0011744, Val MRR:0.31803, yago11k +2023-05-08 11:22:11,383 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-08 11:22:22,800 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.34251, Head : 0.19396, Avg : 0.26824 + MR: Tail : 366.09, Head : 839.87, Avg : 602.98 + Hit-1: Tail : 0.25271, Head : 0.15024, Avg : 0.20148 + Hit-3: Tail : 0.3701, Head : 0.19004, Avg : 0.28007 + Hit-10: Tail : 0.52207, Head : 0.27674, Avg : 0.39941 +2023-05-08 11:23:31,548 - yago11k - [INFO] - [E:134| 200]: Train Loss:0.0011743, Val MRR:0.31803, yago11k +2023-05-08 11:25:14,892 - yago11k - [INFO] - [E:134| 300]: Train Loss:0.0011755, Val MRR:0.31803, yago11k +2023-05-08 11:26:58,343 - yago11k - [INFO] - [E:134| 400]: Train Loss:0.0011773, Val MRR:0.31803, yago11k +2023-05-08 11:28:41,385 - yago11k - [INFO] - [E:134| 500]: Train Loss:0.0011778, Val MRR:0.31803, yago11k +2023-05-08 11:30:24,239 - yago11k - [INFO] - [E:134| 600]: Train Loss:0.0011775, Val MRR:0.31803, yago11k +2023-05-08 11:30:24,240 - yago11k - [INFO] - [Epoch:134]: Training Loss:0.001178 + +2023-05-08 11:30:24,763 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:30:45,602 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:30:58,578 - yago11k - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.39575, Head : 0.23083, Avg : 0.31329 + +2023-05-08 11:30:58,578 - yago11k - [INFO] - [Epoch 134]: Training Loss: 0.0011775, Valid MRR: 0.31803, + + + +2023-05-08 11:30:59,232 - yago11k - [INFO] - [E:135| 0]: Train Loss:0.0011696, Val MRR:0.31803, yago11k +2023-05-08 11:32:39,648 - yago11k - [INFO] - [E:135| 100]: Train Loss:0.0011727, Val MRR:0.31803, yago11k +2023-05-08 11:34:22,724 - yago11k - [INFO] - [E:135| 200]: Train Loss:0.001174, Val MRR:0.31803, yago11k +2023-05-08 11:36:06,731 - yago11k - [INFO] - [E:135| 300]: Train Loss:0.0011756, Val MRR:0.31803, yago11k +2023-05-08 11:37:49,750 - yago11k - [INFO] - [E:135| 400]: Train Loss:0.0011757, Val MRR:0.31803, yago11k +2023-05-08 11:39:35,579 - yago11k - [INFO] - [E:135| 500]: Train Loss:0.0011759, Val MRR:0.31803, yago11k +2023-05-08 11:41:06,612 - yago11k - [INFO] - [E:135| 600]: Train Loss:0.0011763, Val MRR:0.31803, yago11k +2023-05-08 11:41:06,612 - yago11k - [INFO] - [Epoch:135]: Training Loss:0.001176 + +2023-05-08 11:41:07,092 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:41:27,795 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:41:49,030 - yago11k - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.40512, Head : 0.23053, Avg : 0.31783 + +2023-05-08 11:41:49,030 - yago11k - [INFO] - [Epoch 135]: Training Loss: 0.0011763, Valid MRR: 0.31803, + + + +2023-05-08 11:41:50,224 - yago11k - [INFO] - [E:136| 0]: Train Loss:0.00115, Val MRR:0.31803, yago11k +2023-05-08 11:43:32,715 - yago11k - [INFO] - [E:136| 100]: Train Loss:0.001174, Val MRR:0.31803, yago11k +2023-05-08 11:45:14,112 - yago11k - [INFO] - [E:136| 200]: Train Loss:0.0011736, Val MRR:0.31803, yago11k +2023-05-08 11:46:58,231 - yago11k - [INFO] - [E:136| 300]: Train Loss:0.0011744, Val MRR:0.31803, yago11k +2023-05-08 11:48:31,935 - yago11k - [INFO] - [E:136| 400]: Train Loss:0.0011745, Val MRR:0.31803, yago11k +2023-05-08 11:50:15,145 - yago11k - [INFO] - [E:136| 500]: Train Loss:0.0011753, Val MRR:0.31803, yago11k +2023-05-08 11:51:57,425 - yago11k - [INFO] - [E:136| 600]: Train Loss:0.0011758, Val MRR:0.31803, yago11k +2023-05-08 11:51:57,425 - yago11k - [INFO] - [Epoch:136]: Training Loss:0.001176 + +2023-05-08 11:51:57,886 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:52:18,492 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:52:39,489 - yago11k - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.39841, Head : 0.22921, Avg : 0.31381 + +2023-05-08 11:52:39,489 - yago11k - [INFO] - [Epoch 136]: Training Loss: 0.0011758, Valid MRR: 0.31803, + + + +2023-05-08 11:52:40,665 - yago11k - [INFO] - [E:137| 0]: Train Loss:0.0011802, Val MRR:0.31803, yago11k +2023-05-08 11:54:24,625 - yago11k - [INFO] - [E:137| 100]: Train Loss:0.001173, Val MRR:0.31803, yago11k +2023-05-08 11:56:09,384 - yago11k - [INFO] - [E:137| 200]: Train Loss:0.0011738, Val MRR:0.31803, yago11k +2023-05-08 11:57:42,619 - yago11k - [INFO] - [E:137| 300]: Train Loss:0.0011741, Val MRR:0.31803, yago11k +2023-05-08 11:59:24,881 - yago11k - [INFO] - [E:137| 400]: Train Loss:0.0011741, Val MRR:0.31803, yago11k +2023-05-08 12:01:08,705 - yago11k - [INFO] - [E:137| 500]: Train Loss:0.0011742, Val MRR:0.31803, yago11k +2023-05-08 12:02:50,532 - yago11k - [INFO] - [E:137| 600]: Train Loss:0.0011744, Val MRR:0.31803, yago11k +2023-05-08 12:02:50,532 - yago11k - [INFO] - [Epoch:137]: Training Loss:0.001174 + +2023-05-08 12:02:50,862 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:03:12,319 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:03:33,217 - yago11k - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.40158, Head : 0.22919, Avg : 0.31539 + +2023-05-08 12:03:33,217 - yago11k - [INFO] - [Epoch 137]: Training Loss: 0.0011744, Valid MRR: 0.31803, + + + +2023-05-08 12:03:34,304 - yago11k - [INFO] - [E:138| 0]: Train Loss:0.0011822, Val MRR:0.31803, yago11k +2023-05-08 12:05:17,639 - yago11k - [INFO] - [E:138| 100]: Train Loss:0.0011714, Val MRR:0.31803, yago11k +2023-05-08 12:06:50,384 - yago11k - [INFO] - [E:138| 200]: Train Loss:0.0011731, Val MRR:0.31803, yago11k +2023-05-08 12:08:33,390 - yago11k - [INFO] - [E:138| 300]: Train Loss:0.0011735, Val MRR:0.31803, yago11k +2023-05-08 12:10:16,884 - yago11k - [INFO] - [E:138| 400]: Train Loss:0.0011732, Val MRR:0.31803, yago11k +2023-05-08 12:12:00,411 - yago11k - [INFO] - [E:138| 500]: Train Loss:0.0011739, Val MRR:0.31803, yago11k +2023-05-08 12:13:43,141 - yago11k - [INFO] - [E:138| 600]: Train Loss:0.0011742, Val MRR:0.31803, yago11k +2023-05-08 12:13:43,142 - yago11k - [INFO] - [Epoch:138]: Training Loss:0.001174 + +2023-05-08 12:13:43,596 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:14:03,295 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:14:15,303 - yago11k - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.40194, Head : 0.23089, Avg : 0.31642 + +2023-05-08 12:14:15,303 - yago11k - [INFO] - [Epoch 138]: Training Loss: 0.0011742, Valid MRR: 0.31803, + + + +2023-05-08 12:14:15,950 - yago11k - [INFO] - [E:139| 0]: Train Loss:0.0011966, Val MRR:0.31803, yago11k +2023-05-08 12:15:57,612 - yago11k - [INFO] - [E:139| 100]: Train Loss:0.0011746, Val MRR:0.31803, yago11k +2023-05-08 12:17:41,676 - yago11k - [INFO] - [E:139| 200]: Train Loss:0.001173, Val MRR:0.31803, yago11k +2023-05-08 12:19:25,074 - yago11k - [INFO] - [E:139| 300]: Train Loss:0.0011714, Val MRR:0.31803, yago11k +2023-05-08 12:21:08,423 - yago11k - [INFO] - [E:139| 400]: Train Loss:0.0011724, Val MRR:0.31803, yago11k +2023-05-08 12:22:47,870 - yago11k - [INFO] - [E:139| 500]: Train Loss:0.0011727, Val MRR:0.31803, yago11k +2023-05-08 12:24:23,995 - yago11k - [INFO] - [E:139| 600]: Train Loss:0.0011733, Val MRR:0.31803, yago11k +2023-05-08 12:24:23,995 - yago11k - [INFO] - [Epoch:139]: Training Loss:0.001173 + +2023-05-08 12:24:24,515 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:24:45,165 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:25:06,237 - yago11k - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.39808, Head : 0.22992, Avg : 0.314 + MR: Tail : 419.57, Head : 750.8, Avg : 585.19 + Hit-1: Tail : 0.30425, Head : 0.18839, Avg : 0.24632 + Hit-3: Tail : 0.4404, Head : 0.22395, Avg : 0.33218 + Hit-10: Tail : 0.57627, Head : 0.30731, Avg : 0.44179 +2023-05-08 12:25:06,237 - yago11k - [INFO] - [Epoch 139]: Training Loss: 0.0011733, Valid MRR: 0.31803, + + + +2023-05-08 12:25:07,532 - yago11k - [INFO] - [E:140| 0]: Train Loss:0.0011734, Val MRR:0.31803, yago11k +2023-05-08 12:26:51,077 - yago11k - [INFO] - [E:140| 100]: Train Loss:0.0011699, Val MRR:0.31803, yago11k +2023-05-08 12:28:36,590 - yago11k - [INFO] - [E:140| 200]: Train Loss:0.0011716, Val MRR:0.31803, yago11k +2023-05-08 12:30:19,315 - yago11k - [INFO] - [E:140| 300]: Train Loss:0.0011724, Val MRR:0.31803, yago11k +2023-05-08 12:31:51,691 - yago11k - [INFO] - [E:140| 400]: Train Loss:0.0011719, Val MRR:0.31803, yago11k +2023-05-08 12:33:35,261 - yago11k - [INFO] - [E:140| 500]: Train Loss:0.0011722, Val MRR:0.31803, yago11k +2023-05-08 12:35:18,340 - yago11k - [INFO] - [E:140| 600]: Train Loss:0.0011719, Val MRR:0.31803, yago11k +2023-05-08 12:35:18,341 - yago11k - [INFO] - [Epoch:140]: Training Loss:0.001172 + +2023-05-08 12:35:18,858 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:35:39,808 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:36:01,295 - yago11k - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.40508, Head : 0.2294, Avg : 0.31724 + +2023-05-08 12:36:01,296 - yago11k - [INFO] - [Epoch 140]: Training Loss: 0.0011719, Valid MRR: 0.31803, + + + +2023-05-08 12:36:02,400 - yago11k - [INFO] - [E:141| 0]: Train Loss:0.0011575, Val MRR:0.31803, yago11k +2023-05-08 12:37:45,981 - yago11k - [INFO] - [E:141| 100]: Train Loss:0.0011673, Val MRR:0.31803, yago11k +2023-05-08 12:39:29,255 - yago11k - [INFO] - [E:141| 200]: Train Loss:0.0011698, Val MRR:0.31803, yago11k +2023-05-08 12:41:02,062 - yago11k - [INFO] - [E:141| 300]: Train Loss:0.0011695, Val MRR:0.31803, yago11k +2023-05-08 12:42:45,507 - yago11k - [INFO] - [E:141| 400]: Train Loss:0.0011704, Val MRR:0.31803, yago11k +2023-05-08 12:44:28,900 - yago11k - [INFO] - [E:141| 500]: Train Loss:0.0011713, Val MRR:0.31803, yago11k +2023-05-08 12:46:11,037 - yago11k - [INFO] - [E:141| 600]: Train Loss:0.0011714, Val MRR:0.31803, yago11k +2023-05-08 12:46:11,037 - yago11k - [INFO] - [Epoch:141]: Training Loss:0.001171 + +2023-05-08 12:46:11,551 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:46:32,726 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:46:53,898 - yago11k - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.41038, Head : 0.2324, Avg : 0.32139 + +2023-05-08 12:46:54,844 - yago11k - [INFO] - [Epoch 141]: Training Loss: 0.0011714, Valid MRR: 0.32139, + + + +2023-05-08 12:46:56,048 - yago11k - [INFO] - [E:142| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k +2023-05-08 12:48:39,825 - yago11k - [INFO] - [E:142| 100]: Train Loss:0.0011671, Val MRR:0.32139, yago11k +2023-05-08 12:50:12,827 - yago11k - [INFO] - [E:142| 200]: Train Loss:0.0011688, Val MRR:0.32139, yago11k +2023-05-08 12:51:58,395 - yago11k - [INFO] - [E:142| 300]: Train Loss:0.0011687, Val MRR:0.32139, yago11k +2023-05-08 12:53:41,508 - yago11k - [INFO] - [E:142| 400]: Train Loss:0.0011693, Val MRR:0.32139, yago11k +2023-05-08 12:55:24,614 - yago11k - [INFO] - [E:142| 500]: Train Loss:0.0011701, Val MRR:0.32139, yago11k +2023-05-08 12:57:06,666 - yago11k - [INFO] - [E:142| 600]: Train Loss:0.0011705, Val MRR:0.32139, yago11k +2023-05-08 12:57:06,667 - yago11k - [INFO] - [Epoch:142]: Training Loss:0.001171 + +2023-05-08 12:57:06,927 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:57:26,060 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:57:38,098 - yago11k - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.40274, Head : 0.22972, Avg : 0.31623 + +2023-05-08 12:57:38,098 - yago11k - [INFO] - [Epoch 142]: Training Loss: 0.0011705, Valid MRR: 0.32139, + + + +2023-05-08 12:57:38,745 - yago11k - [INFO] - [E:143| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k +2023-05-08 12:59:21,983 - yago11k - [INFO] - [E:143| 100]: Train Loss:0.0011696, Val MRR:0.32139, yago11k +2023-05-08 13:01:05,540 - yago11k - [INFO] - [E:143| 200]: Train Loss:0.0011681, Val MRR:0.32139, yago11k +2023-05-08 13:02:48,957 - yago11k - [INFO] - [E:143| 300]: Train Loss:0.001169, Val MRR:0.32139, yago11k +2023-05-08 13:04:32,990 - yago11k - [INFO] - [E:143| 400]: Train Loss:0.0011691, Val MRR:0.32139, yago11k +2023-05-08 13:06:11,972 - yago11k - [INFO] - [E:143| 500]: Train Loss:0.0011694, Val MRR:0.32139, yago11k +2023-05-08 13:07:49,239 - yago11k - [INFO] - [E:143| 600]: Train Loss:0.0011695, Val MRR:0.32139, yago11k +2023-05-08 13:07:49,240 - yago11k - [INFO] - [Epoch:143]: Training Loss:0.00117 + +2023-05-08 13:07:49,503 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:08:10,322 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:08:31,511 - yago11k - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.40655, Head : 0.22957, Avg : 0.31806 + +2023-05-08 13:08:31,511 - yago11k - [INFO] - [Epoch 143]: Training Loss: 0.0011695, Valid MRR: 0.32139, + + + +2023-05-08 13:08:32,665 - yago11k - [INFO] - [E:144| 0]: Train Loss:0.0011857, Val MRR:0.32139, yago11k +2023-05-08 13:10:15,836 - yago11k - [INFO] - [E:144| 100]: Train Loss:0.0011673, Val MRR:0.32139, yago11k +2023-05-08 13:11:58,990 - yago11k - [INFO] - [E:144| 200]: Train Loss:0.0011672, Val MRR:0.32139, yago11k +2023-05-08 13:13:42,584 - yago11k - [INFO] - [E:144| 300]: Train Loss:0.001168, Val MRR:0.32139, yago11k +2023-05-08 13:15:14,451 - yago11k - [INFO] - [E:144| 400]: Train Loss:0.0011683, Val MRR:0.32139, yago11k +2023-05-08 13:16:56,535 - yago11k - [INFO] - [E:144| 500]: Train Loss:0.0011682, Val MRR:0.32139, yago11k +2023-05-08 13:18:40,236 - yago11k - [INFO] - [E:144| 600]: Train Loss:0.0011688, Val MRR:0.32139, yago11k +2023-05-08 13:18:40,236 - yago11k - [INFO] - [Epoch:144]: Training Loss:0.001169 + +2023-05-08 13:18:40,722 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:19:01,592 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:19:22,744 - yago11k - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.40309, Head : 0.22844, Avg : 0.31577 + +2023-05-08 13:19:22,744 - yago11k - [INFO] - [Epoch 144]: Training Loss: 0.0011688, Valid MRR: 0.32139, + + + +2023-05-08 13:19:23,926 - yago11k - [INFO] - [E:145| 0]: Train Loss:0.0011563, Val MRR:0.32139, yago11k +2023-05-08 13:21:07,985 - yago11k - [INFO] - [E:145| 100]: Train Loss:0.0011712, Val MRR:0.32139, yago11k +2023-05-08 13:22:50,935 - yago11k - [INFO] - [E:145| 200]: Train Loss:0.0011686, Val MRR:0.32139, yago11k +2023-05-08 13:24:24,317 - yago11k - [INFO] - [E:145| 300]: Train Loss:0.0011684, Val MRR:0.32139, yago11k +2023-05-08 13:26:07,782 - yago11k - [INFO] - [E:145| 400]: Train Loss:0.0011675, Val MRR:0.32139, yago11k +2023-05-08 13:27:50,480 - yago11k - [INFO] - [E:145| 500]: Train Loss:0.0011678, Val MRR:0.32139, yago11k +2023-05-08 13:29:32,885 - yago11k - [INFO] - [E:145| 600]: Train Loss:0.0011679, Val MRR:0.32139, yago11k +2023-05-08 13:29:32,885 - yago11k - [INFO] - [Epoch:145]: Training Loss:0.001168 + +2023-05-08 13:29:33,156 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:29:54,178 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:30:15,247 - yago11k - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.40306, Head : 0.23057, Avg : 0.31682 + +2023-05-08 13:30:15,247 - yago11k - [INFO] - [Epoch 145]: Training Loss: 0.0011679, Valid MRR: 0.32139, + + + +2023-05-08 13:30:16,064 - yago11k - [INFO] - [E:146| 0]: Train Loss:0.0011353, Val MRR:0.32139, yago11k +2023-05-08 13:31:59,054 - yago11k - [INFO] - [E:146| 100]: Train Loss:0.0011631, Val MRR:0.32139, yago11k +2023-05-08 13:33:31,608 - yago11k - [INFO] - [E:146| 200]: Train Loss:0.0011639, Val MRR:0.32139, yago11k +2023-05-08 13:35:14,876 - yago11k - [INFO] - [E:146| 300]: Train Loss:0.0011651, Val MRR:0.32139, yago11k +2023-05-08 13:36:58,119 - yago11k - [INFO] - [E:146| 400]: Train Loss:0.0011657, Val MRR:0.32139, yago11k +2023-05-08 13:38:40,809 - yago11k - [INFO] - [E:146| 500]: Train Loss:0.0011659, Val MRR:0.32139, yago11k +2023-05-08 13:40:24,276 - yago11k - [INFO] - [E:146| 600]: Train Loss:0.0011668, Val MRR:0.32139, yago11k +2023-05-08 13:40:24,276 - yago11k - [INFO] - [Epoch:146]: Training Loss:0.001167 + +2023-05-08 13:40:24,775 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:40:42,948 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:40:54,980 - yago11k - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.40148, Head : 0.22905, Avg : 0.31526 + +2023-05-08 13:40:54,980 - yago11k - [INFO] - [Epoch 146]: Training Loss: 0.0011668, Valid MRR: 0.32139, + + + +2023-05-08 13:40:55,639 - yago11k - [INFO] - [E:147| 0]: Train Loss:0.0011859, Val MRR:0.32139, yago11k +2023-05-08 13:42:38,946 - yago11k - [INFO] - [E:147| 100]: Train Loss:0.0011653, Val MRR:0.32139, yago11k +2023-05-08 13:44:22,956 - yago11k - [INFO] - [E:147| 200]: Train Loss:0.0011644, Val MRR:0.32139, yago11k +2023-05-08 13:46:05,923 - yago11k - [INFO] - [E:147| 300]: Train Loss:0.0011637, Val MRR:0.32139, yago11k +2023-05-08 13:47:49,841 - yago11k - [INFO] - [E:147| 400]: Train Loss:0.0011652, Val MRR:0.32139, yago11k +2023-05-08 13:49:27,869 - yago11k - [INFO] - [E:147| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k +2023-05-08 13:51:05,927 - yago11k - [INFO] - [E:147| 600]: Train Loss:0.0011657, Val MRR:0.32139, yago11k +2023-05-08 13:51:05,927 - yago11k - [INFO] - [Epoch:147]: Training Loss:0.001166 + +2023-05-08 13:51:06,232 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:51:27,130 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:51:48,651 - yago11k - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.40056, Head : 0.22792, Avg : 0.31424 + +2023-05-08 13:51:48,652 - yago11k - [INFO] - [Epoch 147]: Training Loss: 0.0011657, Valid MRR: 0.32139, + + + +2023-05-08 13:51:49,597 - yago11k - [INFO] - [E:148| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k +2023-05-08 13:53:33,292 - yago11k - [INFO] - [E:148| 100]: Train Loss:0.001164, Val MRR:0.32139, yago11k +2023-05-08 13:55:16,698 - yago11k - [INFO] - [E:148| 200]: Train Loss:0.0011643, Val MRR:0.32139, yago11k +2023-05-08 13:56:59,698 - yago11k - [INFO] - [E:148| 300]: Train Loss:0.0011649, Val MRR:0.32139, yago11k +2023-05-08 13:58:32,519 - yago11k - [INFO] - [E:148| 400]: Train Loss:0.0011653, Val MRR:0.32139, yago11k +2023-05-08 14:00:15,424 - yago11k - [INFO] - [E:148| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k +2023-05-08 14:01:57,693 - yago11k - [INFO] - [E:148| 600]: Train Loss:0.0011653, Val MRR:0.32139, yago11k +2023-05-08 14:01:57,694 - yago11k - [INFO] - [Epoch:148]: Training Loss:0.001165 + +2023-05-08 14:01:58,040 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:02:19,392 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:02:40,541 - yago11k - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.40057, Head : 0.22957, Avg : 0.31507 + +2023-05-08 14:02:40,541 - yago11k - [INFO] - [Epoch 148]: Training Loss: 0.0011653, Valid MRR: 0.32139, + + + +2023-05-08 14:02:41,980 - yago11k - [INFO] - [E:149| 0]: Train Loss:0.0011552, Val MRR:0.32139, yago11k +2023-05-08 14:04:27,075 - yago11k - [INFO] - [E:149| 100]: Train Loss:0.0011639, Val MRR:0.32139, yago11k +2023-05-08 14:06:09,847 - yago11k - [INFO] - [E:149| 200]: Train Loss:0.0011614, Val MRR:0.32139, yago11k +2023-05-08 14:07:42,664 - yago11k - [INFO] - [E:149| 300]: Train Loss:0.0011628, Val MRR:0.32139, yago11k +2023-05-08 14:09:25,525 - yago11k - [INFO] - [E:149| 400]: Train Loss:0.0011627, Val MRR:0.32139, yago11k +2023-05-08 14:11:08,764 - yago11k - [INFO] - [E:149| 500]: Train Loss:0.0011634, Val MRR:0.32139, yago11k +2023-05-08 14:12:51,165 - yago11k - [INFO] - [E:149| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k +2023-05-08 14:12:51,165 - yago11k - [INFO] - [Epoch:149]: Training Loss:0.001164 + +2023-05-08 14:12:51,669 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:13:12,821 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:13:33,981 - yago11k - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.40075, Head : 0.22967, Avg : 0.31521 + MR: Tail : 430.69, Head : 775.95, Avg : 603.32 + Hit-1: Tail : 0.30786, Head : 0.187, Avg : 0.24743 + Hit-3: Tail : 0.44262, Head : 0.22659, Avg : 0.33461 + Hit-10: Tail : 0.58336, Head : 0.3087, Avg : 0.44603 +2023-05-08 14:13:33,981 - yago11k - [INFO] - [Epoch 149]: Training Loss: 0.0011637, Valid MRR: 0.32139, + + + +2023-05-08 14:13:34,839 - yago11k - [INFO] - [E:150| 0]: Train Loss:0.0011586, Val MRR:0.32139, yago11k +2023-05-08 14:15:17,549 - yago11k - [INFO] - [E:150| 100]: Train Loss:0.0011591, Val MRR:0.32139, yago11k +2023-05-08 14:16:50,826 - yago11k - [INFO] - [E:150| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k +2023-05-08 14:18:35,207 - yago11k - [INFO] - [E:150| 300]: Train Loss:0.0011624, Val MRR:0.32139, yago11k +2023-05-08 14:20:18,814 - yago11k - [INFO] - [E:150| 400]: Train Loss:0.0011629, Val MRR:0.32139, yago11k +2023-05-08 14:22:02,946 - yago11k - [INFO] - [E:150| 500]: Train Loss:0.0011636, Val MRR:0.32139, yago11k +2023-05-08 14:23:46,331 - yago11k - [INFO] - [E:150| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k +2023-05-08 14:23:46,331 - yago11k - [INFO] - [Epoch:150]: Training Loss:0.001164 + +2023-05-08 14:23:46,592 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:24:05,906 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:24:17,969 - yago11k - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.40283, Head : 0.23152, Avg : 0.31717 + +2023-05-08 14:24:17,969 - yago11k - [INFO] - [Epoch 150]: Training Loss: 0.0011637, Valid MRR: 0.32139, + + + +2023-05-08 14:24:18,615 - yago11k - [INFO] - [E:151| 0]: Train Loss:0.0011302, Val MRR:0.32139, yago11k +2023-05-08 14:26:00,753 - yago11k - [INFO] - [E:151| 100]: Train Loss:0.001161, Val MRR:0.32139, yago11k +2023-05-08 14:27:43,908 - yago11k - [INFO] - [E:151| 200]: Train Loss:0.0011615, Val MRR:0.32139, yago11k +2023-05-08 14:29:26,888 - yago11k - [INFO] - [E:151| 300]: Train Loss:0.0011619, Val MRR:0.32139, yago11k +2023-05-08 14:31:11,576 - yago11k - [INFO] - [E:151| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k +2023-05-08 14:32:50,936 - yago11k - [INFO] - [E:151| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k +2023-05-08 14:34:26,942 - yago11k - [INFO] - [E:151| 600]: Train Loss:0.0011631, Val MRR:0.32139, yago11k +2023-05-08 14:34:26,942 - yago11k - [INFO] - [Epoch:151]: Training Loss:0.001163 + +2023-05-08 14:34:27,275 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:34:48,160 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:35:09,222 - yago11k - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.405, Head : 0.23062, Avg : 0.31781 + +2023-05-08 14:35:09,222 - yago11k - [INFO] - [Epoch 151]: Training Loss: 0.0011631, Valid MRR: 0.32139, + + + +2023-05-08 14:35:10,286 - yago11k - [INFO] - [E:152| 0]: Train Loss:0.0011509, Val MRR:0.32139, yago11k +2023-05-08 14:36:53,457 - yago11k - [INFO] - [E:152| 100]: Train Loss:0.0011596, Val MRR:0.32139, yago11k +2023-05-08 14:38:36,200 - yago11k - [INFO] - [E:152| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k +2023-05-08 14:40:20,162 - yago11k - [INFO] - [E:152| 300]: Train Loss:0.0011629, Val MRR:0.32139, yago11k +2023-05-08 14:41:52,812 - yago11k - [INFO] - [E:152| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k +2023-05-08 14:43:36,047 - yago11k - [INFO] - [E:152| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k +2023-05-08 14:45:18,145 - yago11k - [INFO] - [E:152| 600]: Train Loss:0.0011625, Val MRR:0.32139, yago11k +2023-05-08 14:45:18,145 - yago11k - [INFO] - [Epoch:152]: Training Loss:0.001162 + +2023-05-08 14:45:18,668 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:45:38,991 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:45:59,176 - yago11k - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.40326, Head : 0.22871, Avg : 0.31598 + +2023-05-08 14:45:59,177 - yago11k - [INFO] - [Epoch 152]: Training Loss: 0.0011625, Valid MRR: 0.32139, + + + +2023-05-08 14:46:00,385 - yago11k - [INFO] - [E:153| 0]: Train Loss:0.0011324, Val MRR:0.32139, yago11k +2023-05-08 14:47:41,743 - yago11k - [INFO] - [E:153| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k +2023-05-08 14:49:26,431 - yago11k - [INFO] - [E:153| 200]: Train Loss:0.0011616, Val MRR:0.32139, yago11k +2023-05-08 14:51:00,760 - yago11k - [INFO] - [E:153| 300]: Train Loss:0.0011612, Val MRR:0.32139, yago11k +2023-05-08 14:52:10,226 - yago11k - [INFO] - [E:153| 400]: Train Loss:0.0011606, Val MRR:0.32139, yago11k +2023-05-08 14:53:15,313 - yago11k - [INFO] - [E:153| 500]: Train Loss:0.001161, Val MRR:0.32139, yago11k +2023-05-08 14:54:19,971 - yago11k - [INFO] - [E:153| 600]: Train Loss:0.0011616, Val MRR:0.32139, yago11k +2023-05-08 14:54:19,972 - yago11k - [INFO] - [Epoch:153]: Training Loss:0.001162 + +2023-05-08 14:54:20,191 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:54:34,455 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:54:55,931 - yago11k - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.40385, Head : 0.23151, Avg : 0.31768 + +2023-05-08 14:54:55,931 - yago11k - [INFO] - [Epoch 153]: Training Loss: 0.0011616, Valid MRR: 0.32139, + + + +2023-05-08 14:54:57,110 - yago11k - [INFO] - [E:154| 0]: Train Loss:0.001141, Val MRR:0.32139, yago11k +2023-05-08 14:56:36,898 - yago11k - [INFO] - [E:154| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k +2023-05-08 14:58:20,050 - yago11k - [INFO] - [E:154| 200]: Train Loss:0.0011589, Val MRR:0.32139, yago11k +2023-05-08 15:00:04,125 - yago11k - [INFO] - [E:154| 300]: Train Loss:0.0011596, Val MRR:0.32139, yago11k +2023-05-08 15:01:47,556 - yago11k - [INFO] - [E:154| 400]: Train Loss:0.00116, Val MRR:0.32139, yago11k +2023-05-08 15:03:31,661 - yago11k - [INFO] - [E:154| 500]: Train Loss:0.0011597, Val MRR:0.32139, yago11k +2023-05-08 15:05:03,941 - yago11k - [INFO] - [E:154| 600]: Train Loss:0.0011607, Val MRR:0.32139, yago11k +2023-05-08 15:05:03,942 - yago11k - [INFO] - [Epoch:154]: Training Loss:0.001161 + +2023-05-08 15:05:04,285 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:05:25,234 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:05:46,706 - yago11k - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.39735, Head : 0.231, Avg : 0.31418 + +2023-05-08 15:05:46,706 - yago11k - [INFO] - [Epoch 154]: Training Loss: 0.0011607, Valid MRR: 0.32139, + + + +2023-05-08 15:05:47,612 - yago11k - [INFO] - [E:155| 0]: Train Loss:0.0011787, Val MRR:0.32139, yago11k +2023-05-08 15:07:30,817 - yago11k - [INFO] - [E:155| 100]: Train Loss:0.0011567, Val MRR:0.32139, yago11k +2023-05-08 15:09:12,881 - yago11k - [INFO] - [E:155| 200]: Train Loss:0.0011585, Val MRR:0.32139, yago11k +2023-05-08 15:10:02,688 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-08 15:10:11,431 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-08 15:10:31,748 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-08 15:10:52,153 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.3381, Head : 0.19709, Avg : 0.26759 + MR: Tail : 417.5, Head : 838.95, Avg : 628.23 + Hit-1: Tail : 0.24663, Head : 0.15198, Avg : 0.19931 + Hit-3: Tail : 0.37415, Head : 0.19627, Avg : 0.28521 + Hit-10: Tail : 0.51672, Head : 0.28021, Avg : 0.39847 +2023-05-08 15:10:56,436 - yago11k - [INFO] - [E:155| 300]: Train Loss:0.0011586, Val MRR:0.32139, yago11k +2023-05-08 15:12:40,075 - yago11k - [INFO] - [E:155| 400]: Train Loss:0.0011596, Val MRR:0.32139, yago11k +2023-05-08 15:14:13,321 - yago11k - [INFO] - [E:155| 500]: Train Loss:0.0011595, Val MRR:0.32139, yago11k +2023-05-08 15:15:55,183 - yago11k - [INFO] - [E:155| 600]: Train Loss:0.00116, Val MRR:0.32139, yago11k +2023-05-08 15:15:55,183 - yago11k - [INFO] - [Epoch:155]: Training Loss:0.00116 + +2023-05-08 15:15:55,533 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:16:16,541 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:16:37,677 - yago11k - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.40564, Head : 0.2319, Avg : 0.31877 + +2023-05-08 15:16:37,677 - yago11k - [INFO] - [Epoch 155]: Training Loss: 0.00116, Valid MRR: 0.32139, + + + +2023-05-08 15:16:38,934 - yago11k - [INFO] - [E:156| 0]: Train Loss:0.001158, Val MRR:0.32139, yago11k +2023-05-08 15:18:21,483 - yago11k - [INFO] - [E:156| 100]: Train Loss:0.0011599, Val MRR:0.32139, yago11k +2023-05-08 15:20:05,299 - yago11k - [INFO] - [E:156| 200]: Train Loss:0.001159, Val MRR:0.32139, yago11k +2023-05-08 15:21:48,005 - yago11k - [INFO] - [E:156| 300]: Train Loss:0.0011591, Val MRR:0.32139, yago11k +2023-05-08 15:23:22,551 - yago11k - [INFO] - [E:156| 400]: Train Loss:0.0011588, Val MRR:0.32139, yago11k +2023-05-08 15:25:05,443 - yago11k - [INFO] - [E:156| 500]: Train Loss:0.0011591, Val MRR:0.32139, yago11k +2023-05-08 15:26:48,357 - yago11k - [INFO] - [E:156| 600]: Train Loss:0.0011594, Val MRR:0.32139, yago11k +2023-05-08 15:26:48,358 - yago11k - [INFO] - [Epoch:156]: Training Loss:0.001159 + +2023-05-08 15:26:48,682 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:27:09,512 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:27:30,942 - yago11k - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.40265, Head : 0.23056, Avg : 0.3166 + +2023-05-08 15:27:30,942 - yago11k - [INFO] - [Epoch 156]: Training Loss: 0.0011594, Valid MRR: 0.32139, + + + +2023-05-08 15:27:31,781 - yago11k - [INFO] - [E:157| 0]: Train Loss:0.0011419, Val MRR:0.32139, yago11k +2023-05-08 15:29:15,157 - yago11k - [INFO] - [E:157| 100]: Train Loss:0.0011582, Val MRR:0.32139, yago11k +2023-05-08 15:30:48,766 - yago11k - [INFO] - [E:157| 200]: Train Loss:0.0011582, Val MRR:0.32139, yago11k +2023-05-08 15:32:31,045 - yago11k - [INFO] - [E:157| 300]: Train Loss:0.0011582, Val MRR:0.32139, yago11k +2023-05-08 15:34:14,065 - yago11k - [INFO] - [E:157| 400]: Train Loss:0.0011589, Val MRR:0.32139, yago11k +2023-05-08 15:35:57,456 - yago11k - [INFO] - [E:157| 500]: Train Loss:0.0011592, Val MRR:0.32139, yago11k +2023-05-08 15:37:40,533 - yago11k - [INFO] - [E:157| 600]: Train Loss:0.001159, Val MRR:0.32139, yago11k +2023-05-08 15:37:40,534 - yago11k - [INFO] - [Epoch:157]: Training Loss:0.001159 + +2023-05-08 15:37:41,039 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:38:01,916 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:38:23,398 - yago11k - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.4012, Head : 0.22971, Avg : 0.31546 + +2023-05-08 15:38:23,399 - yago11k - [INFO] - [Epoch 157]: Training Loss: 0.001159, Valid MRR: 0.32139, + + + +2023-05-08 15:38:24,247 - yago11k - [INFO] - [E:158| 0]: Train Loss:0.0011441, Val MRR:0.32139, yago11k +2023-05-08 15:39:57,531 - yago11k - [INFO] - [E:158| 100]: Train Loss:0.001155, Val MRR:0.32139, yago11k +2023-05-08 15:41:41,123 - yago11k - [INFO] - [E:158| 200]: Train Loss:0.0011568, Val MRR:0.32139, yago11k +2023-05-08 15:43:24,342 - yago11k - [INFO] - [E:158| 300]: Train Loss:0.0011573, Val MRR:0.32139, yago11k +2023-05-08 15:45:09,513 - yago11k - [INFO] - [E:158| 400]: Train Loss:0.0011583, Val MRR:0.32139, yago11k +2023-05-08 15:46:52,556 - yago11k - [INFO] - [E:158| 500]: Train Loss:0.0011576, Val MRR:0.32139, yago11k +2023-05-08 15:48:24,808 - yago11k - [INFO] - [E:158| 600]: Train Loss:0.0011583, Val MRR:0.32139, yago11k +2023-05-08 15:48:24,808 - yago11k - [INFO] - [Epoch:158]: Training Loss:0.001158 + +2023-05-08 15:48:25,031 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:48:45,845 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:49:07,080 - yago11k - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.40462, Head : 0.22817, Avg : 0.31639 + +2023-05-08 15:49:07,080 - yago11k - [INFO] - [Epoch 158]: Training Loss: 0.0011583, Valid MRR: 0.32139, + + + +2023-05-08 15:49:08,047 - yago11k - [INFO] - [E:159| 0]: Train Loss:0.001137, Val MRR:0.32139, yago11k +2023-05-08 15:50:51,402 - yago11k - [INFO] - [E:159| 100]: Train Loss:0.001156, Val MRR:0.32139, yago11k +2023-05-08 15:52:34,858 - yago11k - [INFO] - [E:159| 200]: Train Loss:0.0011559, Val MRR:0.32139, yago11k +2023-05-08 15:54:18,015 - yago11k - [INFO] - [E:159| 300]: Train Loss:0.0011574, Val MRR:0.32139, yago11k +2023-05-08 15:56:01,684 - yago11k - [INFO] - [E:159| 400]: Train Loss:0.0011582, Val MRR:0.32139, yago11k +2023-05-08 15:57:34,174 - yago11k - [INFO] - [E:159| 500]: Train Loss:0.0011575, Val MRR:0.32139, yago11k +2023-05-08 15:59:17,332 - yago11k - [INFO] - [E:159| 600]: Train Loss:0.0011579, Val MRR:0.32139, yago11k +2023-05-08 15:59:17,333 - yago11k - [INFO] - [Epoch:159]: Training Loss:0.001158 + +2023-05-08 15:59:17,693 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:59:38,592 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:00:00,099 - yago11k - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.40532, Head : 0.23037, Avg : 0.31784 + MR: Tail : 473.41, Head : 798.09, Avg : 635.75 + Hit-1: Tail : 0.31953, Head : 0.18741, Avg : 0.25347 + Hit-3: Tail : 0.44137, Head : 0.22659, Avg : 0.33398 + Hit-10: Tail : 0.57808, Head : 0.30689, Avg : 0.44248 +2023-05-08 16:00:00,099 - yago11k - [INFO] - [Epoch 159]: Training Loss: 0.0011579, Valid MRR: 0.32139, + + + +2023-05-08 16:00:00,996 - yago11k - [INFO] - [E:160| 0]: Train Loss:0.0011744, Val MRR:0.32139, yago11k +2023-05-08 16:01:44,841 - yago11k - [INFO] - [E:160| 100]: Train Loss:0.0011561, Val MRR:0.32139, yago11k +2023-05-08 16:03:28,195 - yago11k - [INFO] - [E:160| 200]: Train Loss:0.0011555, Val MRR:0.32139, yago11k +2023-05-08 16:05:11,187 - yago11k - [INFO] - [E:160| 300]: Train Loss:0.0011551, Val MRR:0.32139, yago11k +2023-05-08 16:06:44,470 - yago11k - [INFO] - [E:160| 400]: Train Loss:0.0011557, Val MRR:0.32139, yago11k +2023-05-08 16:08:27,760 - yago11k - [INFO] - [E:160| 500]: Train Loss:0.0011563, Val MRR:0.32139, yago11k +2023-05-08 16:10:10,218 - yago11k - [INFO] - [E:160| 600]: Train Loss:0.001157, Val MRR:0.32139, yago11k +2023-05-08 16:10:10,218 - yago11k - [INFO] - [Epoch:160]: Training Loss:0.001157 + +2023-05-08 16:10:10,524 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:10:31,434 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:10:52,932 - yago11k - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.40379, Head : 0.2292, Avg : 0.31649 + +2023-05-08 16:10:52,932 - yago11k - [INFO] - [Epoch 160]: Training Loss: 0.001157, Valid MRR: 0.32139, + + + +2023-05-08 16:10:53,856 - yago11k - [INFO] - [E:161| 0]: Train Loss:0.0011459, Val MRR:0.32139, yago11k +2023-05-08 16:12:37,294 - yago11k - [INFO] - [E:161| 100]: Train Loss:0.001157, Val MRR:0.32139, yago11k +2023-05-08 16:14:20,577 - yago11k - [INFO] - [E:161| 200]: Train Loss:0.0011557, Val MRR:0.32139, yago11k +2023-05-08 16:15:52,808 - yago11k - [INFO] - [E:161| 300]: Train Loss:0.0011565, Val MRR:0.32139, yago11k +2023-05-08 16:17:35,743 - yago11k - [INFO] - [E:161| 400]: Train Loss:0.0011565, Val MRR:0.32139, yago11k +2023-05-08 16:19:18,381 - yago11k - [INFO] - [E:161| 500]: Train Loss:0.0011564, Val MRR:0.32139, yago11k +2023-05-08 16:21:00,522 - yago11k - [INFO] - [E:161| 600]: Train Loss:0.001156, Val MRR:0.32139, yago11k +2023-05-08 16:21:00,522 - yago11k - [INFO] - [Epoch:161]: Training Loss:0.001156 + +2023-05-08 16:21:00,995 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:21:21,522 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:21:42,597 - yago11k - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.409, Head : 0.23115, Avg : 0.32008 + +2023-05-08 16:21:42,597 - yago11k - [INFO] - [Epoch 161]: Training Loss: 0.001156, Valid MRR: 0.32139, + + + +2023-05-08 16:21:43,562 - yago11k - [INFO] - [E:162| 0]: Train Loss:0.0011342, Val MRR:0.32139, yago11k +2023-05-08 16:23:16,486 - yago11k - [INFO] - [E:162| 100]: Train Loss:0.0011534, Val MRR:0.32139, yago11k +2023-05-08 16:25:00,111 - yago11k - [INFO] - [E:162| 200]: Train Loss:0.0011541, Val MRR:0.32139, yago11k +2023-05-08 16:26:43,593 - yago11k - [INFO] - [E:162| 300]: Train Loss:0.0011548, Val MRR:0.32139, yago11k +2023-05-08 16:28:27,498 - yago11k - [INFO] - [E:162| 400]: Train Loss:0.0011548, Val MRR:0.32139, yago11k +2023-05-08 16:30:10,689 - yago11k - [INFO] - [E:162| 500]: Train Loss:0.0011554, Val MRR:0.32139, yago11k +2023-05-08 16:31:45,174 - yago11k - [INFO] - [E:162| 600]: Train Loss:0.0011557, Val MRR:0.32139, yago11k +2023-05-08 16:31:45,174 - yago11k - [INFO] - [Epoch:162]: Training Loss:0.001156 + +2023-05-08 16:31:45,392 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:32:04,758 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:32:27,749 - yago11k - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.40767, Head : 0.23106, Avg : 0.31937 + +2023-05-08 16:32:27,749 - yago11k - [INFO] - [Epoch 162]: Training Loss: 0.0011557, Valid MRR: 0.32139, + + + +2023-05-08 16:32:28,855 - yago11k - [INFO] - [E:163| 0]: Train Loss:0.0011801, Val MRR:0.32139, yago11k +2023-05-08 16:34:12,248 - yago11k - [INFO] - [E:163| 100]: Train Loss:0.0011505, Val MRR:0.32139, yago11k +2023-05-08 16:35:55,809 - yago11k - [INFO] - [E:163| 200]: Train Loss:0.0011532, Val MRR:0.32139, yago11k +2023-05-08 16:37:39,268 - yago11k - [INFO] - [E:163| 300]: Train Loss:0.0011541, Val MRR:0.32139, yago11k +2023-05-08 16:39:22,320 - yago11k - [INFO] - [E:163| 400]: Train Loss:0.0011544, Val MRR:0.32139, yago11k +2023-05-08 16:40:54,920 - yago11k - [INFO] - [E:163| 500]: Train Loss:0.0011545, Val MRR:0.32139, yago11k +2023-05-08 16:42:37,505 - yago11k - [INFO] - [E:163| 600]: Train Loss:0.001155, Val MRR:0.32139, yago11k +2023-05-08 16:42:37,505 - yago11k - [INFO] - [Epoch:163]: Training Loss:0.001155 + +2023-05-08 16:42:37,767 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:42:59,014 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:43:19,998 - yago11k - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.40391, Head : 0.23056, Avg : 0.31723 + +2023-05-08 16:43:19,998 - yago11k - [INFO] - [Epoch 163]: Training Loss: 0.001155, Valid MRR: 0.32139, + + + +2023-05-08 16:43:21,199 - yago11k - [INFO] - [E:164| 0]: Train Loss:0.0011829, Val MRR:0.32139, yago11k +2023-05-08 16:45:04,756 - yago11k - [INFO] - [E:164| 100]: Train Loss:0.0011513, Val MRR:0.32139, yago11k +2023-05-08 16:46:48,327 - yago11k - [INFO] - [E:164| 200]: Train Loss:0.0011533, Val MRR:0.32139, yago11k +2023-05-08 16:48:31,586 - yago11k - [INFO] - [E:164| 300]: Train Loss:0.0011544, Val MRR:0.32139, yago11k +2023-05-08 16:50:04,589 - yago11k - [INFO] - [E:164| 400]: Train Loss:0.001155, Val MRR:0.32139, yago11k +2023-05-08 16:51:48,419 - yago11k - [INFO] - [E:164| 500]: Train Loss:0.0011543, Val MRR:0.32139, yago11k +2023-05-08 16:52:49,676 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-08 16:52:58,750 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-08 16:53:19,006 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-08 16:53:31,305 - yago11k - [INFO] - [E:164| 600]: Train Loss:0.0011546, Val MRR:0.32139, yago11k +2023-05-08 16:53:31,306 - yago11k - [INFO] - [Epoch:164]: Training Loss:0.001155 + +2023-05-08 16:53:31,567 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:53:39,367 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.3381, Head : 0.19709, Avg : 0.26759 + MR: Tail : 417.5, Head : 838.95, Avg : 628.23 + Hit-1: Tail : 0.24663, Head : 0.15198, Avg : 0.19931 + Hit-3: Tail : 0.37415, Head : 0.19627, Avg : 0.28521 + Hit-10: Tail : 0.51672, Head : 0.28021, Avg : 0.39847 +2023-05-08 16:53:52,526 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:54:13,928 - yago11k - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.39865, Head : 0.23109, Avg : 0.31487 + +2023-05-08 16:54:13,929 - yago11k - [INFO] - [Epoch 164]: Training Loss: 0.0011546, Valid MRR: 0.32139, + + + +2023-05-08 16:54:15,131 - yago11k - [INFO] - [E:165| 0]: Train Loss:0.0011254, Val MRR:0.32139, yago11k +2023-05-08 16:55:58,541 - yago11k - [INFO] - [E:165| 100]: Train Loss:0.0011521, Val MRR:0.32139, yago11k +2023-05-08 16:57:41,465 - yago11k - [INFO] - [E:165| 200]: Train Loss:0.0011527, Val MRR:0.32139, yago11k +2023-05-08 16:59:14,547 - yago11k - [INFO] - [E:165| 300]: Train Loss:0.0011533, Val MRR:0.32139, yago11k +2023-05-08 17:00:57,762 - yago11k - [INFO] - [E:165| 400]: Train Loss:0.0011525, Val MRR:0.32139, yago11k +2023-05-08 17:02:40,704 - yago11k - [INFO] - [E:165| 500]: Train Loss:0.0011528, Val MRR:0.32139, yago11k +2023-05-08 17:04:22,377 - yago11k - [INFO] - [E:165| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k +2023-05-08 17:04:22,377 - yago11k - [INFO] - [Epoch:165]: Training Loss:0.001153 + +2023-05-08 17:04:22,821 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:04:43,943 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:05:05,173 - yago11k - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.40272, Head : 0.22879, Avg : 0.31575 + +2023-05-08 17:05:05,173 - yago11k - [INFO] - [Epoch 165]: Training Loss: 0.0011535, Valid MRR: 0.32139, + + + +2023-05-08 17:05:06,004 - yago11k - [INFO] - [E:166| 0]: Train Loss:0.0011446, Val MRR:0.32139, yago11k +2023-05-08 17:06:42,959 - yago11k - [INFO] - [E:166| 100]: Train Loss:0.0011525, Val MRR:0.32139, yago11k +2023-05-08 17:08:22,773 - yago11k - [INFO] - [E:166| 200]: Train Loss:0.0011535, Val MRR:0.32139, yago11k +2023-05-08 17:10:06,200 - yago11k - [INFO] - [E:166| 300]: Train Loss:0.0011526, Val MRR:0.32139, yago11k +2023-05-08 17:11:49,160 - yago11k - [INFO] - [E:166| 400]: Train Loss:0.0011529, Val MRR:0.32139, yago11k +2023-05-08 17:13:31,949 - yago11k - [INFO] - [E:166| 500]: Train Loss:0.0011534, Val MRR:0.32139, yago11k +2023-05-08 17:15:14,752 - yago11k - [INFO] - [E:166| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k +2023-05-08 17:15:14,752 - yago11k - [INFO] - [Epoch:166]: Training Loss:0.001153 + +2023-05-08 17:15:15,014 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:15:27,299 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:15:44,086 - yago11k - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.40161, Head : 0.22932, Avg : 0.31547 + +2023-05-08 17:15:44,086 - yago11k - [INFO] - [Epoch 166]: Training Loss: 0.0011535, Valid MRR: 0.32139, + + + +2023-05-08 17:15:45,167 - yago11k - [INFO] - [E:167| 0]: Train Loss:0.0011323, Val MRR:0.32139, yago11k +2023-05-08 17:17:28,776 - yago11k - [INFO] - [E:167| 100]: Train Loss:0.0011508, Val MRR:0.32139, yago11k +2023-05-08 17:19:11,471 - yago11k - [INFO] - [E:167| 200]: Train Loss:0.0011529, Val MRR:0.32139, yago11k +2023-05-08 17:20:56,853 - yago11k - [INFO] - [E:167| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k +2023-05-08 17:22:39,910 - yago11k - [INFO] - [E:167| 400]: Train Loss:0.0011528, Val MRR:0.32139, yago11k +2023-05-08 17:24:16,466 - yago11k - [INFO] - [E:167| 500]: Train Loss:0.0011529, Val MRR:0.32139, yago11k +2023-05-08 17:25:55,155 - yago11k - [INFO] - [E:167| 600]: Train Loss:0.0011532, Val MRR:0.32139, yago11k +2023-05-08 17:25:55,156 - yago11k - [INFO] - [Epoch:167]: Training Loss:0.001153 + +2023-05-08 17:25:55,418 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:26:16,682 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:26:37,579 - yago11k - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.40385, Head : 0.2292, Avg : 0.31653 + +2023-05-08 17:26:37,579 - yago11k - [INFO] - [Epoch 167]: Training Loss: 0.0011532, Valid MRR: 0.32139, + + + +2023-05-08 17:26:38,783 - yago11k - [INFO] - [E:168| 0]: Train Loss:0.0011392, Val MRR:0.32139, yago11k +2023-05-08 17:28:21,993 - yago11k - [INFO] - [E:168| 100]: Train Loss:0.0011515, Val MRR:0.32139, yago11k +2023-05-08 17:30:05,172 - yago11k - [INFO] - [E:168| 200]: Train Loss:0.0011514, Val MRR:0.32139, yago11k +2023-05-08 17:31:48,551 - yago11k - [INFO] - [E:168| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k +2023-05-08 17:33:20,919 - yago11k - [INFO] - [E:168| 400]: Train Loss:0.0011526, Val MRR:0.32139, yago11k +2023-05-08 17:35:03,980 - yago11k - [INFO] - [E:168| 500]: Train Loss:0.0011527, Val MRR:0.32139, yago11k +2023-05-08 17:36:46,012 - yago11k - [INFO] - [E:168| 600]: Train Loss:0.001152, Val MRR:0.32139, yago11k +2023-05-08 17:36:46,012 - yago11k - [INFO] - [Epoch:168]: Training Loss:0.001152 + +2023-05-08 17:36:46,353 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:37:07,870 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:37:28,965 - yago11k - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.4025, Head : 0.23001, Avg : 0.31625 + +2023-05-08 17:37:28,965 - yago11k - [INFO] - [Epoch 168]: Training Loss: 0.001152, Valid MRR: 0.32139, + + + +2023-05-08 17:37:30,205 - yago11k - [INFO] - [E:169| 0]: Train Loss:0.0011363, Val MRR:0.32139, yago11k +2023-05-08 17:39:13,462 - yago11k - [INFO] - [E:169| 100]: Train Loss:0.0011509, Val MRR:0.32139, yago11k +2023-05-08 17:40:56,707 - yago11k - [INFO] - [E:169| 200]: Train Loss:0.0011492, Val MRR:0.32139, yago11k +2023-05-08 17:42:30,006 - yago11k - [INFO] - [E:169| 300]: Train Loss:0.0011508, Val MRR:0.32139, yago11k +2023-05-08 17:44:13,035 - yago11k - [INFO] - [E:169| 400]: Train Loss:0.0011517, Val MRR:0.32139, yago11k +2023-05-08 17:45:55,207 - yago11k - [INFO] - [E:169| 500]: Train Loss:0.0011521, Val MRR:0.32139, yago11k +2023-05-08 17:47:36,173 - yago11k - [INFO] - [E:169| 600]: Train Loss:0.0011519, Val MRR:0.32139, yago11k +2023-05-08 17:47:36,173 - yago11k - [INFO] - [Epoch:169]: Training Loss:0.001152 + +2023-05-08 17:47:36,435 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:47:57,545 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:48:19,112 - yago11k - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.40382, Head : 0.22977, Avg : 0.3168 + MR: Tail : 479.01, Head : 798.8, Avg : 638.91 + Hit-1: Tail : 0.31286, Head : 0.18797, Avg : 0.25042 + Hit-3: Tail : 0.44624, Head : 0.22576, Avg : 0.336 + Hit-10: Tail : 0.57919, Head : 0.3062, Avg : 0.44269 +2023-05-08 17:48:19,112 - yago11k - [INFO] - [Epoch 169]: Training Loss: 0.0011519, Valid MRR: 0.32139, + + + +2023-05-08 17:48:20,213 - yago11k - [INFO] - [E:170| 0]: Train Loss:0.0011378, Val MRR:0.32139, yago11k +2023-05-08 17:50:02,485 - yago11k - [INFO] - [E:170| 100]: Train Loss:0.0011496, Val MRR:0.32139, yago11k +2023-05-08 17:51:37,398 - yago11k - [INFO] - [E:170| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k +2023-05-08 17:53:20,934 - yago11k - [INFO] - [E:170| 300]: Train Loss:0.00115, Val MRR:0.32139, yago11k +2023-05-08 17:55:03,790 - yago11k - [INFO] - [E:170| 400]: Train Loss:0.0011505, Val MRR:0.32139, yago11k +2023-05-08 17:56:47,195 - yago11k - [INFO] - [E:170| 500]: Train Loss:0.0011508, Val MRR:0.32139, yago11k +2023-05-08 17:58:29,864 - yago11k - [INFO] - [E:170| 600]: Train Loss:0.0011509, Val MRR:0.32139, yago11k +2023-05-08 17:58:29,865 - yago11k - [INFO] - [Epoch:170]: Training Loss:0.001151 + +2023-05-08 17:58:30,210 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:58:47,022 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:58:59,367 - yago11k - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.4049, Head : 0.22851, Avg : 0.3167 + +2023-05-08 17:58:59,367 - yago11k - [INFO] - [Epoch 170]: Training Loss: 0.0011509, Valid MRR: 0.32139, + + + +2023-05-08 17:59:00,568 - yago11k - [INFO] - [E:171| 0]: Train Loss:0.0011906, Val MRR:0.32139, yago11k +2023-05-08 18:00:43,725 - yago11k - [INFO] - [E:171| 100]: Train Loss:0.0011484, Val MRR:0.32139, yago11k +2023-05-08 18:02:26,958 - yago11k - [INFO] - [E:171| 200]: Train Loss:0.0011491, Val MRR:0.32139, yago11k +2023-05-08 18:04:10,831 - yago11k - [INFO] - [E:171| 300]: Train Loss:0.0011498, Val MRR:0.32139, yago11k +2023-05-08 18:05:54,827 - yago11k - [INFO] - [E:171| 400]: Train Loss:0.0011498, Val MRR:0.32139, yago11k +2023-05-08 18:07:32,070 - yago11k - [INFO] - [E:171| 500]: Train Loss:0.0011503, Val MRR:0.32139, yago11k +2023-05-08 18:09:12,683 - yago11k - [INFO] - [E:171| 600]: Train Loss:0.0011507, Val MRR:0.32139, yago11k +2023-05-08 18:09:12,683 - yago11k - [INFO] - [Epoch:171]: Training Loss:0.001151 + +2023-05-08 18:09:12,945 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:09:34,110 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:09:55,261 - yago11k - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.40311, Head : 0.22977, Avg : 0.31644 + +2023-05-08 18:09:55,261 - yago11k - [INFO] - [Epoch 171]: Training Loss: 0.0011507, Valid MRR: 0.32139, + + + +2023-05-08 18:09:56,465 - yago11k - [INFO] - [E:172| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k +2023-05-08 18:11:40,092 - yago11k - [INFO] - [E:172| 100]: Train Loss:0.001147, Val MRR:0.32139, yago11k +2023-05-08 18:13:23,069 - yago11k - [INFO] - [E:172| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k +2023-05-08 18:15:06,060 - yago11k - [INFO] - [E:172| 300]: Train Loss:0.0011477, Val MRR:0.32139, yago11k +2023-05-08 18:16:38,400 - yago11k - [INFO] - [E:172| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k +2023-05-08 18:18:21,409 - yago11k - [INFO] - [E:172| 500]: Train Loss:0.0011489, Val MRR:0.32139, yago11k +2023-05-08 18:20:04,209 - yago11k - [INFO] - [E:172| 600]: Train Loss:0.00115, Val MRR:0.32139, yago11k +2023-05-08 18:20:04,209 - yago11k - [INFO] - [Epoch:172]: Training Loss:0.00115 + +2023-05-08 18:20:04,472 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:20:25,488 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:20:46,705 - yago11k - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.40039, Head : 0.23024, Avg : 0.31531 + +2023-05-08 18:20:46,705 - yago11k - [INFO] - [Epoch 172]: Training Loss: 0.00115, Valid MRR: 0.32139, + + + +2023-05-08 18:20:47,913 - yago11k - [INFO] - [E:173| 0]: Train Loss:0.0011921, Val MRR:0.32139, yago11k +2023-05-08 18:22:30,985 - yago11k - [INFO] - [E:173| 100]: Train Loss:0.0011504, Val MRR:0.32139, yago11k +2023-05-08 18:24:14,537 - yago11k - [INFO] - [E:173| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k +2023-05-08 18:25:48,206 - yago11k - [INFO] - [E:173| 300]: Train Loss:0.0011501, Val MRR:0.32139, yago11k +2023-05-08 18:27:31,571 - yago11k - [INFO] - [E:173| 400]: Train Loss:0.0011502, Val MRR:0.32139, yago11k +2023-05-08 18:29:14,532 - yago11k - [INFO] - [E:173| 500]: Train Loss:0.0011501, Val MRR:0.32139, yago11k +2023-05-08 18:30:56,845 - yago11k - [INFO] - [E:173| 600]: Train Loss:0.0011499, Val MRR:0.32139, yago11k +2023-05-08 18:30:56,846 - yago11k - [INFO] - [Epoch:173]: Training Loss:0.00115 + +2023-05-08 18:30:57,129 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:31:18,181 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:31:39,267 - yago11k - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.40511, Head : 0.23017, Avg : 0.31764 + +2023-05-08 18:31:39,267 - yago11k - [INFO] - [Epoch 173]: Training Loss: 0.0011499, Valid MRR: 0.32139, + + + +2023-05-08 18:31:40,112 - yago11k - [INFO] - [E:174| 0]: Train Loss:0.0011387, Val MRR:0.32139, yago11k +2023-05-08 18:33:24,140 - yago11k - [INFO] - [E:174| 100]: Train Loss:0.0011494, Val MRR:0.32139, yago11k +2023-05-08 18:34:57,533 - yago11k - [INFO] - [E:174| 200]: Train Loss:0.0011483, Val MRR:0.32139, yago11k +2023-05-08 18:36:40,595 - yago11k - [INFO] - [E:174| 300]: Train Loss:0.0011485, Val MRR:0.32139, yago11k +2023-05-08 18:38:23,488 - yago11k - [INFO] - [E:174| 400]: Train Loss:0.0011486, Val MRR:0.32139, yago11k +2023-05-08 18:40:06,963 - yago11k - [INFO] - [E:174| 500]: Train Loss:0.001149, Val MRR:0.32139, yago11k +2023-05-08 18:41:49,239 - yago11k - [INFO] - [E:174| 600]: Train Loss:0.0011493, Val MRR:0.32139, yago11k +2023-05-08 18:41:49,240 - yago11k - [INFO] - [Epoch:174]: Training Loss:0.001149 + +2023-05-08 18:41:49,754 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:42:10,636 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:42:24,871 - yago11k - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.39851, Head : 0.23031, Avg : 0.31441 + +2023-05-08 18:42:24,871 - yago11k - [INFO] - [Epoch 174]: Training Loss: 0.0011493, Valid MRR: 0.32139, + + + +2023-05-08 18:42:25,517 - yago11k - [INFO] - [E:175| 0]: Train Loss:0.0011443, Val MRR:0.32139, yago11k +2023-05-08 18:44:03,725 - yago11k - [INFO] - [E:175| 100]: Train Loss:0.0011467, Val MRR:0.32139, yago11k +2023-05-08 18:45:46,705 - yago11k - [INFO] - [E:175| 200]: Train Loss:0.0011485, Val MRR:0.32139, yago11k +2023-05-08 18:47:30,768 - yago11k - [INFO] - [E:175| 300]: Train Loss:0.0011486, Val MRR:0.32139, yago11k +2023-05-08 18:49:14,644 - yago11k - [INFO] - [E:175| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k +2023-05-08 18:50:58,100 - yago11k - [INFO] - [E:175| 500]: Train Loss:0.0011485, Val MRR:0.32139, yago11k +2023-05-08 18:52:30,593 - yago11k - [INFO] - [E:175| 600]: Train Loss:0.0011485, Val MRR:0.32139, yago11k +2023-05-08 18:52:30,593 - yago11k - [INFO] - [Epoch:175]: Training Loss:0.001149 + +2023-05-08 18:52:30,942 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:52:52,322 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:53:13,522 - yago11k - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.40519, Head : 0.23031, Avg : 0.31775 + +2023-05-08 18:53:13,522 - yago11k - [INFO] - [Epoch 175]: Training Loss: 0.0011485, Valid MRR: 0.32139, + + + +2023-05-08 18:53:14,725 - yago11k - [INFO] - [E:176| 0]: Train Loss:0.0011337, Val MRR:0.32139, yago11k +2023-05-08 18:54:57,775 - yago11k - [INFO] - [E:176| 100]: Train Loss:0.0011465, Val MRR:0.32139, yago11k +2023-05-08 18:56:42,643 - yago11k - [INFO] - [E:176| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k +2023-05-08 18:58:26,068 - yago11k - [INFO] - [E:176| 300]: Train Loss:0.0011474, Val MRR:0.32139, yago11k +2023-05-08 19:00:00,096 - yago11k - [INFO] - [E:176| 400]: Train Loss:0.001148, Val MRR:0.32139, yago11k +2023-05-08 19:01:41,021 - yago11k - [INFO] - [E:176| 500]: Train Loss:0.0011476, Val MRR:0.32139, yago11k +2023-05-08 19:03:23,468 - yago11k - [INFO] - [E:176| 600]: Train Loss:0.0011482, Val MRR:0.32139, yago11k +2023-05-08 19:03:23,469 - yago11k - [INFO] - [Epoch:176]: Training Loss:0.001148 + +2023-05-08 19:03:23,814 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:03:44,968 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:04:05,835 - yago11k - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.4031, Head : 0.23016, Avg : 0.31663 + +2023-05-08 19:04:05,835 - yago11k - [INFO] - [Epoch 176]: Training Loss: 0.0011482, Valid MRR: 0.32139, + + + +2023-05-08 19:04:06,968 - yago11k - [INFO] - [E:177| 0]: Train Loss:0.0011833, Val MRR:0.32139, yago11k +2023-05-08 19:05:50,539 - yago11k - [INFO] - [E:177| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k +2023-05-08 19:07:33,667 - yago11k - [INFO] - [E:177| 200]: Train Loss:0.0011455, Val MRR:0.32139, yago11k +2023-05-08 19:09:06,452 - yago11k - [INFO] - [E:177| 300]: Train Loss:0.0011467, Val MRR:0.32139, yago11k +2023-05-08 19:10:50,301 - yago11k - [INFO] - [E:177| 400]: Train Loss:0.001147, Val MRR:0.32139, yago11k +2023-05-08 19:12:33,814 - yago11k - [INFO] - [E:177| 500]: Train Loss:0.0011469, Val MRR:0.32139, yago11k +2023-05-08 19:14:17,038 - yago11k - [INFO] - [E:177| 600]: Train Loss:0.0011478, Val MRR:0.32139, yago11k +2023-05-08 19:14:17,039 - yago11k - [INFO] - [Epoch:177]: Training Loss:0.001148 + +2023-05-08 19:14:17,391 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:14:38,649 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:14:59,945 - yago11k - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.39855, Head : 0.22987, Avg : 0.31421 + +2023-05-08 19:14:59,945 - yago11k - [INFO] - [Epoch 177]: Training Loss: 0.0011478, Valid MRR: 0.32139, + + + +2023-05-08 19:15:01,055 - yago11k - [INFO] - [E:178| 0]: Train Loss:0.0011364, Val MRR:0.32139, yago11k +2023-05-08 19:16:43,659 - yago11k - [INFO] - [E:178| 100]: Train Loss:0.0011466, Val MRR:0.32139, yago11k +2023-05-08 19:18:15,239 - yago11k - [INFO] - [E:178| 200]: Train Loss:0.0011465, Val MRR:0.32139, yago11k +2023-05-08 19:20:00,968 - yago11k - [INFO] - [E:178| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k +2023-05-08 19:21:44,255 - yago11k - [INFO] - [E:178| 400]: Train Loss:0.0011461, Val MRR:0.32139, yago11k +2023-05-08 19:23:27,016 - yago11k - [INFO] - [E:178| 500]: Train Loss:0.0011467, Val MRR:0.32139, yago11k +2023-05-08 19:25:09,374 - yago11k - [INFO] - [E:178| 600]: Train Loss:0.0011471, Val MRR:0.32139, yago11k +2023-05-08 19:25:09,374 - yago11k - [INFO] - [Epoch:178]: Training Loss:0.001147 + +2023-05-08 19:25:09,762 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:25:30,655 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:25:45,068 - yago11k - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.40286, Head : 0.22958, Avg : 0.31622 + +2023-05-08 19:25:45,068 - yago11k - [INFO] - [Epoch 178]: Training Loss: 0.0011471, Valid MRR: 0.32139, + + + +2023-05-08 19:25:45,713 - yago11k - [INFO] - [E:179| 0]: Train Loss:0.0011636, Val MRR:0.32139, yago11k +2023-05-08 19:27:24,742 - yago11k - [INFO] - [E:179| 100]: Train Loss:0.0011441, Val MRR:0.32139, yago11k +2023-05-08 19:29:07,796 - yago11k - [INFO] - [E:179| 200]: Train Loss:0.0011436, Val MRR:0.32139, yago11k +2023-05-08 19:30:51,164 - yago11k - [INFO] - [E:179| 300]: Train Loss:0.0011457, Val MRR:0.32139, yago11k +2023-05-08 19:32:33,894 - yago11k - [INFO] - [E:179| 400]: Train Loss:0.0011467, Val MRR:0.32139, yago11k +2023-05-08 19:34:17,017 - yago11k - [INFO] - [E:179| 500]: Train Loss:0.001147, Val MRR:0.32139, yago11k +2023-05-08 19:35:48,724 - yago11k - [INFO] - [E:179| 600]: Train Loss:0.0011473, Val MRR:0.32139, yago11k +2023-05-08 19:35:48,724 - yago11k - [INFO] - [Epoch:179]: Training Loss:0.001147 + +2023-05-08 19:35:48,999 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:36:09,945 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:36:30,809 - yago11k - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.40197, Head : 0.23017, Avg : 0.31607 + MR: Tail : 491.37, Head : 847.09, Avg : 669.23 + Hit-1: Tail : 0.31189, Head : 0.18825, Avg : 0.25007 + Hit-3: Tail : 0.45054, Head : 0.22451, Avg : 0.33752 + Hit-10: Tail : 0.57502, Head : 0.30897, Avg : 0.442 +2023-05-08 19:36:30,809 - yago11k - [INFO] - [Epoch 179]: Training Loss: 0.0011473, Valid MRR: 0.32139, + + + +2023-05-08 19:36:31,927 - yago11k - [INFO] - [E:180| 0]: Train Loss:0.0011314, Val MRR:0.32139, yago11k +2023-05-08 19:38:14,710 - yago11k - [INFO] - [E:180| 100]: Train Loss:0.0011457, Val MRR:0.32139, yago11k +2023-05-08 19:39:58,438 - yago11k - [INFO] - [E:180| 200]: Train Loss:0.0011466, Val MRR:0.32139, yago11k +2023-05-08 19:41:42,105 - yago11k - [INFO] - [E:180| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k +2023-05-08 19:43:15,285 - yago11k - [INFO] - [E:180| 400]: Train Loss:0.0011464, Val MRR:0.32139, yago11k +2023-05-08 19:45:00,218 - yago11k - [INFO] - [E:180| 500]: Train Loss:0.0011468, Val MRR:0.32139, yago11k +2023-05-08 19:46:43,262 - yago11k - [INFO] - [E:180| 600]: Train Loss:0.0011468, Val MRR:0.32139, yago11k +2023-05-08 19:46:43,262 - yago11k - [INFO] - [Epoch:180]: Training Loss:0.001147 + +2023-05-08 19:46:43,534 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:47:04,548 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:47:25,923 - yago11k - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.40531, Head : 0.22744, Avg : 0.31637 + +2023-05-08 19:47:25,923 - yago11k - [INFO] - [Epoch 180]: Training Loss: 0.0011468, Valid MRR: 0.32139, + + + +2023-05-08 19:47:26,824 - yago11k - [INFO] - [E:181| 0]: Train Loss:0.0011154, Val MRR:0.32139, yago11k +2023-05-08 19:49:09,968 - yago11k - [INFO] - [E:181| 100]: Train Loss:0.0011453, Val MRR:0.32139, yago11k +2023-05-08 19:50:54,180 - yago11k - [INFO] - [E:181| 200]: Train Loss:0.0011438, Val MRR:0.32139, yago11k +2023-05-08 19:52:27,211 - yago11k - [INFO] - [E:181| 300]: Train Loss:0.0011451, Val MRR:0.32139, yago11k +2023-05-08 19:54:10,354 - yago11k - [INFO] - [E:181| 400]: Train Loss:0.001145, Val MRR:0.32139, yago11k +2023-05-08 19:55:53,652 - yago11k - [INFO] - [E:181| 500]: Train Loss:0.0011454, Val MRR:0.32139, yago11k +2023-05-08 19:57:35,980 - yago11k - [INFO] - [E:181| 600]: Train Loss:0.0011459, Val MRR:0.32139, yago11k +2023-05-08 19:57:35,980 - yago11k - [INFO] - [Epoch:181]: Training Loss:0.001146 + +2023-05-08 19:57:36,351 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:57:57,276 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:58:18,893 - yago11k - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.40084, Head : 0.22908, Avg : 0.31496 + +2023-05-08 19:58:18,893 - yago11k - [INFO] - [Epoch 181]: Training Loss: 0.0011459, Valid MRR: 0.32139, + + + +2023-05-08 19:58:19,759 - yago11k - [INFO] - [E:182| 0]: Train Loss:0.0011429, Val MRR:0.32139, yago11k +2023-05-08 20:00:02,900 - yago11k - [INFO] - [E:182| 100]: Train Loss:0.0011456, Val MRR:0.32139, yago11k +2023-05-08 20:01:35,360 - yago11k - [INFO] - [E:182| 200]: Train Loss:0.0011448, Val MRR:0.32139, yago11k +2023-05-08 20:03:19,088 - yago11k - [INFO] - [E:182| 300]: Train Loss:0.0011445, Val MRR:0.32139, yago11k +2023-05-08 20:05:02,172 - yago11k - [INFO] - [E:182| 400]: Train Loss:0.0011451, Val MRR:0.32139, yago11k +2023-05-08 20:06:45,997 - yago11k - [INFO] - [E:182| 500]: Train Loss:0.0011457, Val MRR:0.32139, yago11k +2023-05-08 20:08:28,143 - yago11k - [INFO] - [E:182| 600]: Train Loss:0.0011458, Val MRR:0.32139, yago11k +2023-05-08 20:08:28,144 - yago11k - [INFO] - [Epoch:182]: Training Loss:0.001146 + +2023-05-08 20:08:28,513 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:08:49,500 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:09:09,266 - yago11k - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.40283, Head : 0.22946, Avg : 0.31614 + +2023-05-08 20:09:09,266 - yago11k - [INFO] - [Epoch 182]: Training Loss: 0.0011458, Valid MRR: 0.32139, + + + +2023-05-08 20:09:09,910 - yago11k - [INFO] - [E:183| 0]: Train Loss:0.0011541, Val MRR:0.32139, yago11k +2023-05-08 20:10:44,191 - yago11k - [INFO] - [E:183| 100]: Train Loss:0.0011406, Val MRR:0.32139, yago11k +2023-05-08 20:12:27,045 - yago11k - [INFO] - [E:183| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k +2023-05-08 20:14:10,553 - yago11k - [INFO] - [E:183| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k +2023-05-08 20:15:53,636 - yago11k - [INFO] - [E:183| 400]: Train Loss:0.0011436, Val MRR:0.32139, yago11k +2023-05-08 20:17:37,009 - yago11k - [INFO] - [E:183| 500]: Train Loss:0.0011443, Val MRR:0.32139, yago11k +2023-05-08 20:19:08,958 - yago11k - [INFO] - [E:183| 600]: Train Loss:0.0011451, Val MRR:0.32139, yago11k +2023-05-08 20:19:08,959 - yago11k - [INFO] - [Epoch:183]: Training Loss:0.001145 + +2023-05-08 20:19:09,285 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:19:30,633 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:19:51,602 - yago11k - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.40329, Head : 0.22936, Avg : 0.31632 + +2023-05-08 20:19:51,602 - yago11k - [INFO] - [Epoch 183]: Training Loss: 0.0011451, Valid MRR: 0.32139, + + + +2023-05-08 20:19:52,745 - yago11k - [INFO] - [E:184| 0]: Train Loss:0.0011315, Val MRR:0.32139, yago11k +2023-05-08 20:21:36,608 - yago11k - [INFO] - [E:184| 100]: Train Loss:0.0011431, Val MRR:0.32139, yago11k +2023-05-08 20:23:20,133 - yago11k - [INFO] - [E:184| 200]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 20:25:03,494 - yago11k - [INFO] - [E:184| 300]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 20:26:41,753 - yago11k - [INFO] - [E:184| 400]: Train Loss:0.0011435, Val MRR:0.32139, yago11k +2023-05-08 20:28:19,888 - yago11k - [INFO] - [E:184| 500]: Train Loss:0.0011444, Val MRR:0.32139, yago11k +2023-05-08 20:30:02,206 - yago11k - [INFO] - [E:184| 600]: Train Loss:0.0011445, Val MRR:0.32139, yago11k +2023-05-08 20:30:02,206 - yago11k - [INFO] - [Epoch:184]: Training Loss:0.001144 + +2023-05-08 20:30:02,513 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:30:23,370 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:30:44,988 - yago11k - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.40442, Head : 0.23049, Avg : 0.31746 + +2023-05-08 20:30:44,988 - yago11k - [INFO] - [Epoch 184]: Training Loss: 0.0011445, Valid MRR: 0.32139, + + + +2023-05-08 20:30:45,889 - yago11k - [INFO] - [E:185| 0]: Train Loss:0.0011369, Val MRR:0.32139, yago11k +2023-05-08 20:32:28,678 - yago11k - [INFO] - [E:185| 100]: Train Loss:0.0011392, Val MRR:0.32139, yago11k +2023-05-08 20:34:14,632 - yago11k - [INFO] - [E:185| 200]: Train Loss:0.0011433, Val MRR:0.32139, yago11k +2023-05-08 20:35:47,786 - yago11k - [INFO] - [E:185| 300]: Train Loss:0.0011434, Val MRR:0.32139, yago11k +2023-05-08 20:37:30,833 - yago11k - [INFO] - [E:185| 400]: Train Loss:0.0011438, Val MRR:0.32139, yago11k +2023-05-08 20:39:14,144 - yago11k - [INFO] - [E:185| 500]: Train Loss:0.0011437, Val MRR:0.32139, yago11k +2023-05-08 20:40:56,387 - yago11k - [INFO] - [E:185| 600]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 20:40:56,388 - yago11k - [INFO] - [Epoch:185]: Training Loss:0.001144 + +2023-05-08 20:40:56,900 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:41:17,796 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:41:39,013 - yago11k - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.40394, Head : 0.23007, Avg : 0.31701 + +2023-05-08 20:41:39,013 - yago11k - [INFO] - [Epoch 185]: Training Loss: 0.0011439, Valid MRR: 0.32139, + + + +2023-05-08 20:41:40,117 - yago11k - [INFO] - [E:186| 0]: Train Loss:0.0011368, Val MRR:0.32139, yago11k +2023-05-08 20:43:23,588 - yago11k - [INFO] - [E:186| 100]: Train Loss:0.0011449, Val MRR:0.32139, yago11k +2023-05-08 20:44:56,963 - yago11k - [INFO] - [E:186| 200]: Train Loss:0.0011441, Val MRR:0.32139, yago11k +2023-05-08 20:46:39,716 - yago11k - [INFO] - [E:186| 300]: Train Loss:0.0011435, Val MRR:0.32139, yago11k +2023-05-08 20:48:21,309 - yago11k - [INFO] - [E:186| 400]: Train Loss:0.001144, Val MRR:0.32139, yago11k +2023-05-08 20:50:03,648 - yago11k - [INFO] - [E:186| 500]: Train Loss:0.0011442, Val MRR:0.32139, yago11k +2023-05-08 20:51:46,793 - yago11k - [INFO] - [E:186| 600]: Train Loss:0.0011438, Val MRR:0.32139, yago11k +2023-05-08 20:51:46,793 - yago11k - [INFO] - [Epoch:186]: Training Loss:0.001144 + +2023-05-08 20:51:47,269 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:52:08,208 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:52:29,221 - yago11k - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.40312, Head : 0.22988, Avg : 0.3165 + +2023-05-08 20:52:29,221 - yago11k - [INFO] - [Epoch 186]: Training Loss: 0.0011438, Valid MRR: 0.32139, + + + +2023-05-08 20:52:29,908 - yago11k - [INFO] - [E:187| 0]: Train Loss:0.001142, Val MRR:0.32139, yago11k +2023-05-08 20:54:02,795 - yago11k - [INFO] - [E:187| 100]: Train Loss:0.0011416, Val MRR:0.32139, yago11k +2023-05-08 20:55:45,987 - yago11k - [INFO] - [E:187| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 20:57:29,162 - yago11k - [INFO] - [E:187| 300]: Train Loss:0.0011421, Val MRR:0.32139, yago11k +2023-05-08 20:59:12,458 - yago11k - [INFO] - [E:187| 400]: Train Loss:0.0011423, Val MRR:0.32139, yago11k +2023-05-08 21:00:55,338 - yago11k - [INFO] - [E:187| 500]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 21:02:27,433 - yago11k - [INFO] - [E:187| 600]: Train Loss:0.0011432, Val MRR:0.32139, yago11k +2023-05-08 21:02:27,434 - yago11k - [INFO] - [Epoch:187]: Training Loss:0.001143 + +2023-05-08 21:02:27,953 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:02:48,964 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:03:10,359 - yago11k - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.40358, Head : 0.22921, Avg : 0.31639 + +2023-05-08 21:03:10,360 - yago11k - [INFO] - [Epoch 187]: Training Loss: 0.0011432, Valid MRR: 0.32139, + + + +2023-05-08 21:03:11,534 - yago11k - [INFO] - [E:188| 0]: Train Loss:0.0011472, Val MRR:0.32139, yago11k +2023-05-08 21:04:55,012 - yago11k - [INFO] - [E:188| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k +2023-05-08 21:06:38,398 - yago11k - [INFO] - [E:188| 200]: Train Loss:0.0011405, Val MRR:0.32139, yago11k +2023-05-08 21:08:21,836 - yago11k - [INFO] - [E:188| 300]: Train Loss:0.0011414, Val MRR:0.32139, yago11k +2023-05-08 21:10:00,776 - yago11k - [INFO] - [E:188| 400]: Train Loss:0.0011415, Val MRR:0.32139, yago11k +2023-05-08 21:11:37,816 - yago11k - [INFO] - [E:188| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k +2023-05-08 21:13:20,408 - yago11k - [INFO] - [E:188| 600]: Train Loss:0.0011426, Val MRR:0.32139, yago11k +2023-05-08 21:13:20,408 - yago11k - [INFO] - [Epoch:188]: Training Loss:0.001143 + +2023-05-08 21:13:20,925 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:13:41,633 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:14:03,162 - yago11k - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.40043, Head : 0.22854, Avg : 0.31448 + +2023-05-08 21:14:03,162 - yago11k - [INFO] - [Epoch 188]: Training Loss: 0.0011426, Valid MRR: 0.32139, + + + +2023-05-08 21:14:04,092 - yago11k - [INFO] - [E:189| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 21:15:47,631 - yago11k - [INFO] - [E:189| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k +2023-05-08 21:17:31,856 - yago11k - [INFO] - [E:189| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k +2023-05-08 21:19:05,482 - yago11k - [INFO] - [E:189| 300]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 21:20:51,185 - yago11k - [INFO] - [E:189| 400]: Train Loss:0.0011424, Val MRR:0.32139, yago11k +2023-05-08 21:22:34,252 - yago11k - [INFO] - [E:189| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k +2023-05-08 21:24:16,849 - yago11k - [INFO] - [E:189| 600]: Train Loss:0.0011424, Val MRR:0.32139, yago11k +2023-05-08 21:24:16,849 - yago11k - [INFO] - [Epoch:189]: Training Loss:0.001142 + +2023-05-08 21:24:17,195 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:24:38,952 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:24:59,941 - yago11k - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.39966, Head : 0.22771, Avg : 0.31368 + MR: Tail : 521.93, Head : 853.46, Avg : 687.7 + Hit-1: Tail : 0.30772, Head : 0.18463, Avg : 0.24618 + Hit-3: Tail : 0.44123, Head : 0.22631, Avg : 0.33377 + Hit-10: Tail : 0.57849, Head : 0.3087, Avg : 0.4436 +2023-05-08 21:24:59,941 - yago11k - [INFO] - [Epoch 189]: Training Loss: 0.0011424, Valid MRR: 0.32139, + + + +2023-05-08 21:25:01,021 - yago11k - [INFO] - [E:190| 0]: Train Loss:0.0011466, Val MRR:0.32139, yago11k +2023-05-08 21:26:44,418 - yago11k - [INFO] - [E:190| 100]: Train Loss:0.0011417, Val MRR:0.32139, yago11k +2023-05-08 21:28:16,344 - yago11k - [INFO] - [E:190| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 21:29:58,829 - yago11k - [INFO] - [E:190| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k +2023-05-08 21:31:42,347 - yago11k - [INFO] - [E:190| 400]: Train Loss:0.001143, Val MRR:0.32139, yago11k +2023-05-08 21:33:25,310 - yago11k - [INFO] - [E:190| 500]: Train Loss:0.0011427, Val MRR:0.32139, yago11k +2023-05-08 21:35:07,898 - yago11k - [INFO] - [E:190| 600]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 21:35:07,899 - yago11k - [INFO] - [Epoch:190]: Training Loss:0.001142 + +2023-05-08 21:35:08,175 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:35:29,292 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:35:50,502 - yago11k - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.40485, Head : 0.23018, Avg : 0.31752 + +2023-05-08 21:35:50,502 - yago11k - [INFO] - [Epoch 190]: Training Loss: 0.0011425, Valid MRR: 0.32139, + + + +2023-05-08 21:35:51,601 - yago11k - [INFO] - [E:191| 0]: Train Loss:0.00113, Val MRR:0.32139, yago11k +2023-05-08 21:37:23,854 - yago11k - [INFO] - [E:191| 100]: Train Loss:0.0011424, Val MRR:0.32139, yago11k +2023-05-08 21:39:07,260 - yago11k - [INFO] - [E:191| 200]: Train Loss:0.0011406, Val MRR:0.32139, yago11k +2023-05-08 21:40:51,384 - yago11k - [INFO] - [E:191| 300]: Train Loss:0.0011411, Val MRR:0.32139, yago11k +2023-05-08 21:42:35,263 - yago11k - [INFO] - [E:191| 400]: Train Loss:0.001142, Val MRR:0.32139, yago11k +2023-05-08 21:44:18,841 - yago11k - [INFO] - [E:191| 500]: Train Loss:0.0011414, Val MRR:0.32139, yago11k +2023-05-08 21:45:51,732 - yago11k - [INFO] - [E:191| 600]: Train Loss:0.0011421, Val MRR:0.32139, yago11k +2023-05-08 21:45:51,733 - yago11k - [INFO] - [Epoch:191]: Training Loss:0.001142 + +2023-05-08 21:45:52,025 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:46:12,739 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:46:33,946 - yago11k - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.40766, Head : 0.22933, Avg : 0.3185 + +2023-05-08 21:46:33,946 - yago11k - [INFO] - [Epoch 191]: Training Loss: 0.0011421, Valid MRR: 0.32139, + + + +2023-05-08 21:46:35,048 - yago11k - [INFO] - [E:192| 0]: Train Loss:0.0011227, Val MRR:0.32139, yago11k +2023-05-08 21:48:18,922 - yago11k - [INFO] - [E:192| 100]: Train Loss:0.001138, Val MRR:0.32139, yago11k +2023-05-08 21:50:01,732 - yago11k - [INFO] - [E:192| 200]: Train Loss:0.0011387, Val MRR:0.32139, yago11k +2023-05-08 21:51:44,373 - yago11k - [INFO] - [E:192| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k +2023-05-08 21:53:27,937 - yago11k - [INFO] - [E:192| 400]: Train Loss:0.0011396, Val MRR:0.32139, yago11k +2023-05-08 21:55:00,028 - yago11k - [INFO] - [E:192| 500]: Train Loss:0.0011401, Val MRR:0.32139, yago11k +2023-05-08 21:56:42,789 - yago11k - [INFO] - [E:192| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k +2023-05-08 21:56:42,789 - yago11k - [INFO] - [Epoch:192]: Training Loss:0.001141 + +2023-05-08 21:56:43,130 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:57:04,221 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:57:25,203 - yago11k - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.40458, Head : 0.2317, Avg : 0.31814 + +2023-05-08 21:57:25,203 - yago11k - [INFO] - [Epoch 192]: Training Loss: 0.0011408, Valid MRR: 0.32139, + + + +2023-05-08 21:57:26,402 - yago11k - [INFO] - [E:193| 0]: Train Loss:0.0011849, Val MRR:0.32139, yago11k +2023-05-08 21:59:09,103 - yago11k - [INFO] - [E:193| 100]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 22:00:52,398 - yago11k - [INFO] - [E:193| 200]: Train Loss:0.0011415, Val MRR:0.32139, yago11k +2023-05-08 22:02:27,171 - yago11k - [INFO] - [E:193| 300]: Train Loss:0.0011409, Val MRR:0.32139, yago11k +2023-05-08 22:04:07,997 - yago11k - [INFO] - [E:193| 400]: Train Loss:0.0011413, Val MRR:0.32139, yago11k +2023-05-08 22:05:51,716 - yago11k - [INFO] - [E:193| 500]: Train Loss:0.0011413, Val MRR:0.32139, yago11k +2023-05-08 22:07:35,132 - yago11k - [INFO] - [E:193| 600]: Train Loss:0.0011412, Val MRR:0.32139, yago11k +2023-05-08 22:07:35,132 - yago11k - [INFO] - [Epoch:193]: Training Loss:0.001141 + +2023-05-08 22:07:35,471 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:07:56,634 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:08:18,378 - yago11k - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.40265, Head : 0.23181, Avg : 0.31723 + +2023-05-08 22:08:18,378 - yago11k - [INFO] - [Epoch 193]: Training Loss: 0.0011412, Valid MRR: 0.32139, + + + +2023-05-08 22:08:19,270 - yago11k - [INFO] - [E:194| 0]: Train Loss:0.0011285, Val MRR:0.32139, yago11k +2023-05-08 22:10:04,959 - yago11k - [INFO] - [E:194| 100]: Train Loss:0.0011411, Val MRR:0.32139, yago11k +2023-05-08 22:11:37,720 - yago11k - [INFO] - [E:194| 200]: Train Loss:0.0011407, Val MRR:0.32139, yago11k +2023-05-08 22:13:20,862 - yago11k - [INFO] - [E:194| 300]: Train Loss:0.0011408, Val MRR:0.32139, yago11k +2023-05-08 22:15:03,833 - yago11k - [INFO] - [E:194| 400]: Train Loss:0.0011406, Val MRR:0.32139, yago11k +2023-05-08 22:16:46,926 - yago11k - [INFO] - [E:194| 500]: Train Loss:0.0011405, Val MRR:0.32139, yago11k +2023-05-08 22:18:28,968 - yago11k - [INFO] - [E:194| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k +2023-05-08 22:18:28,969 - yago11k - [INFO] - [Epoch:194]: Training Loss:0.001141 + +2023-05-08 22:18:29,346 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:18:49,798 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:19:10,171 - yago11k - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.40576, Head : 0.23171, Avg : 0.31873 + +2023-05-08 22:19:10,171 - yago11k - [INFO] - [Epoch 194]: Training Loss: 0.0011408, Valid MRR: 0.32139, + + + +2023-05-08 22:19:11,233 - yago11k - [INFO] - [E:195| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k +2023-05-08 22:20:42,988 - yago11k - [INFO] - [E:195| 100]: Train Loss:0.0011398, Val MRR:0.32139, yago11k +2023-05-08 22:22:25,937 - yago11k - [INFO] - [E:195| 200]: Train Loss:0.0011395, Val MRR:0.32139, yago11k +2023-05-08 22:24:09,296 - yago11k - [INFO] - [E:195| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k +2023-05-08 22:25:52,339 - yago11k - [INFO] - [E:195| 400]: Train Loss:0.0011404, Val MRR:0.32139, yago11k +2023-05-08 22:27:35,491 - yago11k - [INFO] - [E:195| 500]: Train Loss:0.0011403, Val MRR:0.32139, yago11k +2023-05-08 22:29:07,876 - yago11k - [INFO] - [E:195| 600]: Train Loss:0.0011405, Val MRR:0.32139, yago11k +2023-05-08 22:29:07,876 - yago11k - [INFO] - [Epoch:195]: Training Loss:0.00114 + +2023-05-08 22:29:08,224 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:29:29,574 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:29:50,419 - yago11k - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.40927, Head : 0.23058, Avg : 0.31992 + +2023-05-08 22:29:50,419 - yago11k - [INFO] - [Epoch 195]: Training Loss: 0.0011405, Valid MRR: 0.32139, + + + +2023-05-08 22:29:51,543 - yago11k - [INFO] - [E:196| 0]: Train Loss:0.0011301, Val MRR:0.32139, yago11k +2023-05-08 22:31:35,372 - yago11k - [INFO] - [E:196| 100]: Train Loss:0.0011378, Val MRR:0.32139, yago11k +2023-05-08 22:33:18,902 - yago11k - [INFO] - [E:196| 200]: Train Loss:0.0011386, Val MRR:0.32139, yago11k +2023-05-08 22:35:02,487 - yago11k - [INFO] - [E:196| 300]: Train Loss:0.0011383, Val MRR:0.32139, yago11k +2023-05-08 22:36:46,155 - yago11k - [INFO] - [E:196| 400]: Train Loss:0.0011394, Val MRR:0.32139, yago11k +2023-05-08 22:38:18,783 - yago11k - [INFO] - [E:196| 500]: Train Loss:0.0011395, Val MRR:0.32139, yago11k +2023-05-08 22:40:01,190 - yago11k - [INFO] - [E:196| 600]: Train Loss:0.0011398, Val MRR:0.32139, yago11k +2023-05-08 22:40:01,190 - yago11k - [INFO] - [Epoch:196]: Training Loss:0.00114 + +2023-05-08 22:40:01,526 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:40:22,788 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:40:43,893 - yago11k - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.40468, Head : 0.23033, Avg : 0.31751 + +2023-05-08 22:40:43,893 - yago11k - [INFO] - [Epoch 196]: Training Loss: 0.0011398, Valid MRR: 0.32139, + + + +2023-05-08 22:40:45,034 - yago11k - [INFO] - [E:197| 0]: Train Loss:0.0011522, Val MRR:0.32139, yago11k +2023-05-08 22:42:27,902 - yago11k - [INFO] - [E:197| 100]: Train Loss:0.001136, Val MRR:0.32139, yago11k +2023-05-08 22:44:10,986 - yago11k - [INFO] - [E:197| 200]: Train Loss:0.0011378, Val MRR:0.32139, yago11k +2023-05-08 22:45:47,171 - yago11k - [INFO] - [E:197| 300]: Train Loss:0.0011382, Val MRR:0.32139, yago11k +2023-05-08 22:47:26,827 - yago11k - [INFO] - [E:197| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k +2023-05-08 22:49:09,621 - yago11k - [INFO] - [E:197| 500]: Train Loss:0.001139, Val MRR:0.32139, yago11k +2023-05-08 22:50:52,381 - yago11k - [INFO] - [E:197| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k +2023-05-08 22:50:52,381 - yago11k - [INFO] - [Epoch:197]: Training Loss:0.001139 + +2023-05-08 22:50:52,896 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:51:13,965 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:51:35,442 - yago11k - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.40347, Head : 0.2311, Avg : 0.31728 + +2023-05-08 22:51:35,443 - yago11k - [INFO] - [Epoch 197]: Training Loss: 0.0011392, Valid MRR: 0.32139, + + + +2023-05-08 22:51:36,628 - yago11k - [INFO] - [E:198| 0]: Train Loss:0.00112, Val MRR:0.32139, yago11k +2023-05-08 22:53:20,005 - yago11k - [INFO] - [E:198| 100]: Train Loss:0.0011357, Val MRR:0.32139, yago11k +2023-05-08 22:54:53,022 - yago11k - [INFO] - [E:198| 200]: Train Loss:0.0011388, Val MRR:0.32139, yago11k +2023-05-08 22:56:36,315 - yago11k - [INFO] - [E:198| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k +2023-05-08 22:58:21,470 - yago11k - [INFO] - [E:198| 400]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-08 23:00:04,678 - yago11k - [INFO] - [E:198| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-08 23:01:46,887 - yago11k - [INFO] - [E:198| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k +2023-05-08 23:01:46,888 - yago11k - [INFO] - [Epoch:198]: Training Loss:0.001139 + +2023-05-08 23:01:47,283 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:02:08,449 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:02:29,476 - yago11k - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.40446, Head : 0.23086, Avg : 0.31766 + +2023-05-08 23:02:29,476 - yago11k - [INFO] - [Epoch 198]: Training Loss: 0.0011392, Valid MRR: 0.32139, + + + +2023-05-08 23:02:30,589 - yago11k - [INFO] - [E:199| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 23:04:03,474 - yago11k - [INFO] - [E:199| 100]: Train Loss:0.0011343, Val MRR:0.32139, yago11k +2023-05-08 23:05:46,644 - yago11k - [INFO] - [E:199| 200]: Train Loss:0.0011358, Val MRR:0.32139, yago11k +2023-05-08 23:07:29,736 - yago11k - [INFO] - [E:199| 300]: Train Loss:0.0011372, Val MRR:0.32139, yago11k +2023-05-08 23:09:13,074 - yago11k - [INFO] - [E:199| 400]: Train Loss:0.0011385, Val MRR:0.32139, yago11k +2023-05-08 23:10:56,368 - yago11k - [INFO] - [E:199| 500]: Train Loss:0.0011388, Val MRR:0.32139, yago11k +2023-05-08 23:12:28,176 - yago11k - [INFO] - [E:199| 600]: Train Loss:0.001139, Val MRR:0.32139, yago11k +2023-05-08 23:12:28,176 - yago11k - [INFO] - [Epoch:199]: Training Loss:0.001139 + +2023-05-08 23:12:28,467 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:12:49,085 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:13:10,529 - yago11k - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.40157, Head : 0.23126, Avg : 0.31641 + MR: Tail : 536.76, Head : 855.85, Avg : 696.3 + Hit-1: Tail : 0.31259, Head : 0.19019, Avg : 0.25139 + Hit-3: Tail : 0.44512, Head : 0.22548, Avg : 0.3353 + Hit-10: Tail : 0.57724, Head : 0.30884, Avg : 0.44304 +2023-05-08 23:13:10,529 - yago11k - [INFO] - [Epoch 199]: Training Loss: 0.001139, Valid MRR: 0.32139, + + + +2023-05-08 23:13:11,402 - yago11k - [INFO] - [E:200| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k +2023-05-08 23:14:54,350 - yago11k - [INFO] - [E:200| 100]: Train Loss:0.0011377, Val MRR:0.32139, yago11k +2023-05-08 23:16:37,839 - yago11k - [INFO] - [E:200| 200]: Train Loss:0.0011372, Val MRR:0.32139, yago11k +2023-05-08 23:18:21,079 - yago11k - [INFO] - [E:200| 300]: Train Loss:0.0011373, Val MRR:0.32139, yago11k +2023-05-08 23:20:05,021 - yago11k - [INFO] - [E:200| 400]: Train Loss:0.0011381, Val MRR:0.32139, yago11k +2023-05-08 23:21:38,386 - yago11k - [INFO] - [E:200| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-08 23:23:20,482 - yago11k - [INFO] - [E:200| 600]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-08 23:23:20,482 - yago11k - [INFO] - [Epoch:200]: Training Loss:0.001138 + +2023-05-08 23:23:20,999 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:23:41,844 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:24:03,356 - yago11k - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.40269, Head : 0.23034, Avg : 0.31652 + +2023-05-08 23:24:03,357 - yago11k - [INFO] - [Epoch 200]: Training Loss: 0.0011384, Valid MRR: 0.32139, + + + +2023-05-08 23:24:04,537 - yago11k - [INFO] - [E:201| 0]: Train Loss:0.0011592, Val MRR:0.32139, yago11k +2023-05-08 23:25:48,166 - yago11k - [INFO] - [E:201| 100]: Train Loss:0.0011382, Val MRR:0.32139, yago11k +2023-05-08 23:27:32,531 - yago11k - [INFO] - [E:201| 200]: Train Loss:0.001138, Val MRR:0.32139, yago11k +2023-05-08 23:29:15,427 - yago11k - [INFO] - [E:201| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k +2023-05-08 23:30:48,717 - yago11k - [INFO] - [E:201| 400]: Train Loss:0.0011374, Val MRR:0.32139, yago11k +2023-05-08 23:32:32,730 - yago11k - [INFO] - [E:201| 500]: Train Loss:0.0011377, Val MRR:0.32139, yago11k +2023-05-08 23:34:15,272 - yago11k - [INFO] - [E:201| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k +2023-05-08 23:34:15,273 - yago11k - [INFO] - [Epoch:201]: Training Loss:0.001138 + +2023-05-08 23:34:15,792 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:34:36,723 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:34:58,060 - yago11k - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.40353, Head : 0.231, Avg : 0.31727 + +2023-05-08 23:34:58,060 - yago11k - [INFO] - [Epoch 201]: Training Loss: 0.001138, Valid MRR: 0.32139, + + + +2023-05-08 23:34:59,249 - yago11k - [INFO] - [E:202| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k +2023-05-08 23:36:43,239 - yago11k - [INFO] - [E:202| 100]: Train Loss:0.0011364, Val MRR:0.32139, yago11k +2023-05-08 23:38:16,234 - yago11k - [INFO] - [E:202| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k +2023-05-08 23:39:59,138 - yago11k - [INFO] - [E:202| 300]: Train Loss:0.0011361, Val MRR:0.32139, yago11k +2023-05-08 23:41:42,096 - yago11k - [INFO] - [E:202| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k +2023-05-08 23:43:26,003 - yago11k - [INFO] - [E:202| 500]: Train Loss:0.001137, Val MRR:0.32139, yago11k +2023-05-08 23:45:10,543 - yago11k - [INFO] - [E:202| 600]: Train Loss:0.0011378, Val MRR:0.32139, yago11k +2023-05-08 23:45:10,543 - yago11k - [INFO] - [Epoch:202]: Training Loss:0.001138 + +2023-05-08 23:45:10,886 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:45:31,858 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:45:53,065 - yago11k - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.40779, Head : 0.2298, Avg : 0.3188 + +2023-05-08 23:45:53,066 - yago11k - [INFO] - [Epoch 202]: Training Loss: 0.0011378, Valid MRR: 0.32139, + + + +2023-05-08 23:45:54,159 - yago11k - [INFO] - [E:203| 0]: Train Loss:0.0011675, Val MRR:0.32139, yago11k +2023-05-08 23:47:27,222 - yago11k - [INFO] - [E:203| 100]: Train Loss:0.0011361, Val MRR:0.32139, yago11k +2023-05-08 23:49:09,785 - yago11k - [INFO] - [E:203| 200]: Train Loss:0.0011367, Val MRR:0.32139, yago11k +2023-05-08 23:50:51,413 - yago11k - [INFO] - [E:203| 300]: Train Loss:0.0011368, Val MRR:0.32139, yago11k +2023-05-08 23:52:34,752 - yago11k - [INFO] - [E:203| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k +2023-05-08 23:54:17,865 - yago11k - [INFO] - [E:203| 500]: Train Loss:0.0011369, Val MRR:0.32139, yago11k +2023-05-08 23:55:49,850 - yago11k - [INFO] - [E:203| 600]: Train Loss:0.0011372, Val MRR:0.32139, yago11k +2023-05-08 23:55:49,851 - yago11k - [INFO] - [Epoch:203]: Training Loss:0.001137 + +2023-05-08 23:55:50,198 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:56:11,726 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:56:32,769 - yago11k - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.40523, Head : 0.23153, Avg : 0.31838 + +2023-05-08 23:56:32,770 - yago11k - [INFO] - [Epoch 203]: Training Loss: 0.0011372, Valid MRR: 0.32139, + + + +2023-05-08 23:56:33,907 - yago11k - [INFO] - [E:204| 0]: Train Loss:0.0011382, Val MRR:0.32139, yago11k +2023-05-08 23:58:17,888 - yago11k - [INFO] - [E:204| 100]: Train Loss:0.0011373, Val MRR:0.32139, yago11k +2023-05-09 00:00:01,350 - yago11k - [INFO] - [E:204| 200]: Train Loss:0.0011375, Val MRR:0.32139, yago11k +2023-05-09 00:01:45,322 - yago11k - [INFO] - [E:204| 300]: Train Loss:0.0011377, Val MRR:0.32139, yago11k +2023-05-09 00:03:28,917 - yago11k - [INFO] - [E:204| 400]: Train Loss:0.0011369, Val MRR:0.32139, yago11k +2023-05-09 00:05:01,865 - yago11k - [INFO] - [E:204| 500]: Train Loss:0.0011371, Val MRR:0.32139, yago11k +2023-05-09 00:06:44,096 - yago11k - [INFO] - [E:204| 600]: Train Loss:0.0011371, Val MRR:0.32139, yago11k +2023-05-09 00:06:44,096 - yago11k - [INFO] - [Epoch:204]: Training Loss:0.001137 + +2023-05-09 00:06:44,560 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:07:05,384 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:07:26,600 - yago11k - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.40679, Head : 0.23007, Avg : 0.31843 + +2023-05-09 00:07:26,600 - yago11k - [INFO] - [Epoch 204]: Training Loss: 0.0011371, Valid MRR: 0.32139, + + + +2023-05-09 00:07:27,687 - yago11k - [INFO] - [E:205| 0]: Train Loss:0.0011322, Val MRR:0.32139, yago11k +2023-05-09 00:09:10,915 - yago11k - [INFO] - [E:205| 100]: Train Loss:0.0011334, Val MRR:0.32139, yago11k +2023-05-09 00:10:54,857 - yago11k - [INFO] - [E:205| 200]: Train Loss:0.0011351, Val MRR:0.32139, yago11k +2023-05-09 00:12:39,219 - yago11k - [INFO] - [E:205| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 00:14:11,771 - yago11k - [INFO] - [E:205| 400]: Train Loss:0.0011354, Val MRR:0.32139, yago11k +2023-05-09 00:15:54,998 - yago11k - [INFO] - [E:205| 500]: Train Loss:0.0011365, Val MRR:0.32139, yago11k +2023-05-09 00:17:37,443 - yago11k - [INFO] - [E:205| 600]: Train Loss:0.0011374, Val MRR:0.32139, yago11k +2023-05-09 00:17:37,444 - yago11k - [INFO] - [Epoch:205]: Training Loss:0.001137 + +2023-05-09 00:17:37,937 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:17:58,990 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:18:20,347 - yago11k - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.4056, Head : 0.22952, Avg : 0.31756 + +2023-05-09 00:18:20,347 - yago11k - [INFO] - [Epoch 205]: Training Loss: 0.0011374, Valid MRR: 0.32139, + + + +2023-05-09 00:18:21,177 - yago11k - [INFO] - [E:206| 0]: Train Loss:0.0011292, Val MRR:0.32139, yago11k +2023-05-09 00:20:04,045 - yago11k - [INFO] - [E:206| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k +2023-05-09 00:21:38,687 - yago11k - [INFO] - [E:206| 200]: Train Loss:0.0011412, Val MRR:0.32139, yago11k +2023-05-09 00:23:20,205 - yago11k - [INFO] - [E:206| 300]: Train Loss:0.0011394, Val MRR:0.32139, yago11k +2023-05-09 00:25:03,232 - yago11k - [INFO] - [E:206| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k +2023-05-09 00:26:47,168 - yago11k - [INFO] - [E:206| 500]: Train Loss:0.0011383, Val MRR:0.32139, yago11k +2023-05-09 00:28:29,252 - yago11k - [INFO] - [E:206| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k +2023-05-09 00:28:29,253 - yago11k - [INFO] - [Epoch:206]: Training Loss:0.001138 + +2023-05-09 00:28:29,771 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:28:50,522 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:29:11,859 - yago11k - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.40656, Head : 0.23034, Avg : 0.31845 + +2023-05-09 00:29:11,859 - yago11k - [INFO] - [Epoch 206]: Training Loss: 0.001138, Valid MRR: 0.32139, + + + +2023-05-09 00:29:13,031 - yago11k - [INFO] - [E:207| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k +2023-05-09 00:30:46,379 - yago11k - [INFO] - [E:207| 100]: Train Loss:0.0011344, Val MRR:0.32139, yago11k +2023-05-09 00:32:29,570 - yago11k - [INFO] - [E:207| 200]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 00:34:14,302 - yago11k - [INFO] - [E:207| 300]: Train Loss:0.0011351, Val MRR:0.32139, yago11k +2023-05-09 00:35:57,520 - yago11k - [INFO] - [E:207| 400]: Train Loss:0.0011355, Val MRR:0.32139, yago11k +2023-05-09 00:37:41,255 - yago11k - [INFO] - [E:207| 500]: Train Loss:0.0011362, Val MRR:0.32139, yago11k +2023-05-09 00:39:13,917 - yago11k - [INFO] - [E:207| 600]: Train Loss:0.0011362, Val MRR:0.32139, yago11k +2023-05-09 00:39:13,918 - yago11k - [INFO] - [Epoch:207]: Training Loss:0.001136 + +2023-05-09 00:39:14,248 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:39:35,368 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:39:56,185 - yago11k - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.40594, Head : 0.23164, Avg : 0.31879 + +2023-05-09 00:39:56,185 - yago11k - [INFO] - [Epoch 207]: Training Loss: 0.0011362, Valid MRR: 0.32139, + + + +2023-05-09 00:39:57,347 - yago11k - [INFO] - [E:208| 0]: Train Loss:0.0011352, Val MRR:0.32139, yago11k +2023-05-09 00:41:40,208 - yago11k - [INFO] - [E:208| 100]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 00:43:22,847 - yago11k - [INFO] - [E:208| 200]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 00:45:05,955 - yago11k - [INFO] - [E:208| 300]: Train Loss:0.0011347, Val MRR:0.32139, yago11k +2023-05-09 00:46:48,777 - yago11k - [INFO] - [E:208| 400]: Train Loss:0.0011348, Val MRR:0.32139, yago11k +2023-05-09 00:48:21,625 - yago11k - [INFO] - [E:208| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k +2023-05-09 00:50:04,325 - yago11k - [INFO] - [E:208| 600]: Train Loss:0.0011356, Val MRR:0.32139, yago11k +2023-05-09 00:50:04,325 - yago11k - [INFO] - [Epoch:208]: Training Loss:0.001136 + +2023-05-09 00:50:04,721 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:50:25,900 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:50:47,339 - yago11k - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.4064, Head : 0.23002, Avg : 0.31821 + +2023-05-09 00:50:47,340 - yago11k - [INFO] - [Epoch 208]: Training Loss: 0.0011356, Valid MRR: 0.32139, + + + +2023-05-09 00:50:48,178 - yago11k - [INFO] - [E:209| 0]: Train Loss:0.0011158, Val MRR:0.32139, yago11k +2023-05-09 00:52:31,396 - yago11k - [INFO] - [E:209| 100]: Train Loss:0.0011368, Val MRR:0.32139, yago11k +2023-05-09 00:54:15,011 - yago11k - [INFO] - [E:209| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k +2023-05-09 00:55:58,592 - yago11k - [INFO] - [E:209| 300]: Train Loss:0.0011352, Val MRR:0.32139, yago11k +2023-05-09 00:57:30,958 - yago11k - [INFO] - [E:209| 400]: Train Loss:0.0011352, Val MRR:0.32139, yago11k +2023-05-09 00:59:13,919 - yago11k - [INFO] - [E:209| 500]: Train Loss:0.0011354, Val MRR:0.32139, yago11k +2023-05-09 01:00:56,338 - yago11k - [INFO] - [E:209| 600]: Train Loss:0.0011358, Val MRR:0.32139, yago11k +2023-05-09 01:00:56,338 - yago11k - [INFO] - [Epoch:209]: Training Loss:0.001136 + +2023-05-09 01:00:56,829 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:01:17,691 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:01:38,795 - yago11k - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.40168, Head : 0.22977, Avg : 0.31573 + MR: Tail : 514.21, Head : 881.13, Avg : 697.67 + Hit-1: Tail : 0.31564, Head : 0.18755, Avg : 0.2516 + Hit-3: Tail : 0.44082, Head : 0.22742, Avg : 0.33412 + Hit-10: Tail : 0.5671, Head : 0.30772, Avg : 0.43741 +2023-05-09 01:01:38,795 - yago11k - [INFO] - [Epoch 209]: Training Loss: 0.0011358, Valid MRR: 0.32139, + + + +2023-05-09 01:01:39,970 - yago11k - [INFO] - [E:210| 0]: Train Loss:0.0011117, Val MRR:0.32139, yago11k +2023-05-09 01:03:22,895 - yago11k - [INFO] - [E:210| 100]: Train Loss:0.0011351, Val MRR:0.32139, yago11k +2023-05-09 01:05:03,489 - yago11k - [INFO] - [E:210| 200]: Train Loss:0.0011357, Val MRR:0.32139, yago11k +2023-05-09 01:06:39,200 - yago11k - [INFO] - [E:210| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 01:08:23,179 - yago11k - [INFO] - [E:210| 400]: Train Loss:0.0011347, Val MRR:0.32139, yago11k +2023-05-09 01:10:07,284 - yago11k - [INFO] - [E:210| 500]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 01:11:50,097 - yago11k - [INFO] - [E:210| 600]: Train Loss:0.0011354, Val MRR:0.32139, yago11k +2023-05-09 01:11:50,097 - yago11k - [INFO] - [Epoch:210]: Training Loss:0.001135 + +2023-05-09 01:11:50,359 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:12:11,388 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:12:32,445 - yago11k - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.40347, Head : 0.23186, Avg : 0.31766 + +2023-05-09 01:12:32,445 - yago11k - [INFO] - [Epoch 210]: Training Loss: 0.0011354, Valid MRR: 0.32139, + + + +2023-05-09 01:12:33,652 - yago11k - [INFO] - [E:211| 0]: Train Loss:0.001121, Val MRR:0.32139, yago11k +2023-05-09 01:14:06,789 - yago11k - [INFO] - [E:211| 100]: Train Loss:0.0011338, Val MRR:0.32139, yago11k +2023-05-09 01:15:49,986 - yago11k - [INFO] - [E:211| 200]: Train Loss:0.0011332, Val MRR:0.32139, yago11k +2023-05-09 01:17:33,154 - yago11k - [INFO] - [E:211| 300]: Train Loss:0.0011341, Val MRR:0.32139, yago11k +2023-05-09 01:19:16,260 - yago11k - [INFO] - [E:211| 400]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 01:20:59,990 - yago11k - [INFO] - [E:211| 500]: Train Loss:0.0011341, Val MRR:0.32139, yago11k +2023-05-09 01:22:32,916 - yago11k - [INFO] - [E:211| 600]: Train Loss:0.0011351, Val MRR:0.32139, yago11k +2023-05-09 01:22:32,916 - yago11k - [INFO] - [Epoch:211]: Training Loss:0.001135 + +2023-05-09 01:22:33,135 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:22:52,164 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:23:13,590 - yago11k - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.40197, Head : 0.23138, Avg : 0.31667 + +2023-05-09 01:23:13,590 - yago11k - [INFO] - [Epoch 211]: Training Loss: 0.0011351, Valid MRR: 0.32139, + + + +2023-05-09 01:23:14,689 - yago11k - [INFO] - [E:212| 0]: Train Loss:0.0011226, Val MRR:0.32139, yago11k +2023-05-09 01:24:59,216 - yago11k - [INFO] - [E:212| 100]: Train Loss:0.0011326, Val MRR:0.32139, yago11k +2023-05-09 01:26:42,830 - yago11k - [INFO] - [E:212| 200]: Train Loss:0.0011331, Val MRR:0.32139, yago11k +2023-05-09 01:28:26,158 - yago11k - [INFO] - [E:212| 300]: Train Loss:0.0011336, Val MRR:0.32139, yago11k +2023-05-09 01:30:09,402 - yago11k - [INFO] - [E:212| 400]: Train Loss:0.0011341, Val MRR:0.32139, yago11k +2023-05-09 01:31:42,025 - yago11k - [INFO] - [E:212| 500]: Train Loss:0.0011346, Val MRR:0.32139, yago11k +2023-05-09 01:33:24,091 - yago11k - [INFO] - [E:212| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k +2023-05-09 01:33:24,091 - yago11k - [INFO] - [Epoch:212]: Training Loss:0.001135 + +2023-05-09 01:33:24,604 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:33:45,320 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:34:06,664 - yago11k - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.40328, Head : 0.23124, Avg : 0.31726 + +2023-05-09 01:34:06,664 - yago11k - [INFO] - [Epoch 212]: Training Loss: 0.0011348, Valid MRR: 0.32139, + + + +2023-05-09 01:34:07,589 - yago11k - [INFO] - [E:213| 0]: Train Loss:0.0011223, Val MRR:0.32139, yago11k +2023-05-09 01:35:50,665 - yago11k - [INFO] - [E:213| 100]: Train Loss:0.0011345, Val MRR:0.32139, yago11k +2023-05-09 01:37:33,267 - yago11k - [INFO] - [E:213| 200]: Train Loss:0.0011355, Val MRR:0.32139, yago11k +2023-05-09 01:39:16,772 - yago11k - [INFO] - [E:213| 300]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 01:40:49,245 - yago11k - [INFO] - [E:213| 400]: Train Loss:0.001134, Val MRR:0.32139, yago11k +2023-05-09 01:42:32,329 - yago11k - [INFO] - [E:213| 500]: Train Loss:0.001134, Val MRR:0.32139, yago11k +2023-05-09 01:44:14,816 - yago11k - [INFO] - [E:213| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k +2023-05-09 01:44:14,816 - yago11k - [INFO] - [Epoch:213]: Training Loss:0.001135 + +2023-05-09 01:44:15,079 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:44:36,317 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:44:57,051 - yago11k - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.40226, Head : 0.23262, Avg : 0.31744 + +2023-05-09 01:44:57,051 - yago11k - [INFO] - [Epoch 213]: Training Loss: 0.0011348, Valid MRR: 0.32139, + + + +2023-05-09 01:44:57,959 - yago11k - [INFO] - [E:214| 0]: Train Loss:0.0011222, Val MRR:0.32139, yago11k +2023-05-09 01:46:42,275 - yago11k - [INFO] - [E:214| 100]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-09 01:48:26,387 - yago11k - [INFO] - [E:214| 200]: Train Loss:0.0011366, Val MRR:0.32139, yago11k +2023-05-09 01:49:59,138 - yago11k - [INFO] - [E:214| 300]: Train Loss:0.0011362, Val MRR:0.32139, yago11k +2023-05-09 01:51:42,052 - yago11k - [INFO] - [E:214| 400]: Train Loss:0.0011357, Val MRR:0.32139, yago11k +2023-05-09 01:53:25,150 - yago11k - [INFO] - [E:214| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k +2023-05-09 01:55:07,939 - yago11k - [INFO] - [E:214| 600]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 01:55:07,939 - yago11k - [INFO] - [Epoch:214]: Training Loss:0.001135 + +2023-05-09 01:55:08,270 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:55:29,599 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:55:50,897 - yago11k - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.40411, Head : 0.23118, Avg : 0.31765 + +2023-05-09 01:55:50,897 - yago11k - [INFO] - [Epoch 214]: Training Loss: 0.0011349, Valid MRR: 0.32139, + + + +2023-05-09 01:55:52,022 - yago11k - [INFO] - [E:215| 0]: Train Loss:0.0011627, Val MRR:0.32139, yago11k +2023-05-09 01:57:26,389 - yago11k - [INFO] - [E:215| 100]: Train Loss:0.001133, Val MRR:0.32139, yago11k +2023-05-09 01:59:08,498 - yago11k - [INFO] - [E:215| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k +2023-05-09 02:00:52,411 - yago11k - [INFO] - [E:215| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k +2023-05-09 02:02:35,842 - yago11k - [INFO] - [E:215| 400]: Train Loss:0.0011332, Val MRR:0.32139, yago11k +2023-05-09 02:04:18,826 - yago11k - [INFO] - [E:215| 500]: Train Loss:0.0011334, Val MRR:0.32139, yago11k +2023-05-09 02:05:59,279 - yago11k - [INFO] - [E:215| 600]: Train Loss:0.0011338, Val MRR:0.32139, yago11k +2023-05-09 02:05:59,279 - yago11k - [INFO] - [Epoch:215]: Training Loss:0.001134 + +2023-05-09 02:05:59,498 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:06:11,692 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:06:31,270 - yago11k - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.40175, Head : 0.23089, Avg : 0.31632 + +2023-05-09 02:06:31,270 - yago11k - [INFO] - [Epoch 215]: Training Loss: 0.0011338, Valid MRR: 0.32139, + + + +2023-05-09 02:06:32,477 - yago11k - [INFO] - [E:216| 0]: Train Loss:0.0011122, Val MRR:0.32139, yago11k +2023-05-09 02:08:15,856 - yago11k - [INFO] - [E:216| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k +2023-05-09 02:10:01,367 - yago11k - [INFO] - [E:216| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k +2023-05-09 02:11:45,165 - yago11k - [INFO] - [E:216| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k +2023-05-09 02:13:29,504 - yago11k - [INFO] - [E:216| 400]: Train Loss:0.0011335, Val MRR:0.32139, yago11k +2023-05-09 02:15:05,152 - yago11k - [INFO] - [E:216| 500]: Train Loss:0.0011338, Val MRR:0.32139, yago11k +2023-05-09 02:16:43,894 - yago11k - [INFO] - [E:216| 600]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 02:16:43,894 - yago11k - [INFO] - [Epoch:216]: Training Loss:0.001134 + +2023-05-09 02:16:44,215 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:17:05,234 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:17:26,292 - yago11k - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.40395, Head : 0.23045, Avg : 0.3172 + +2023-05-09 02:17:26,292 - yago11k - [INFO] - [Epoch 216]: Training Loss: 0.0011339, Valid MRR: 0.32139, + + + +2023-05-09 02:17:27,378 - yago11k - [INFO] - [E:217| 0]: Train Loss:0.0011217, Val MRR:0.32139, yago11k +2023-05-09 02:19:10,056 - yago11k - [INFO] - [E:217| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k +2023-05-09 02:20:54,252 - yago11k - [INFO] - [E:217| 200]: Train Loss:0.0011317, Val MRR:0.32139, yago11k +2023-05-09 02:22:37,916 - yago11k - [INFO] - [E:217| 300]: Train Loss:0.0011325, Val MRR:0.32139, yago11k +2023-05-09 02:24:07,152 - yago11k - [INFO] - [E:217| 400]: Train Loss:0.0011331, Val MRR:0.32139, yago11k +2023-05-09 02:25:51,459 - yago11k - [INFO] - [E:217| 500]: Train Loss:0.0011336, Val MRR:0.32139, yago11k +2023-05-09 02:27:35,305 - yago11k - [INFO] - [E:217| 600]: Train Loss:0.0011334, Val MRR:0.32139, yago11k +2023-05-09 02:27:35,305 - yago11k - [INFO] - [Epoch:217]: Training Loss:0.001133 + +2023-05-09 02:27:35,829 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:27:56,185 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:28:16,929 - yago11k - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.41154, Head : 0.23199, Avg : 0.32176 + +2023-05-09 02:28:18,502 - yago11k - [INFO] - [Epoch 217]: Training Loss: 0.0011334, Valid MRR: 0.32176, + + + +2023-05-09 02:28:19,718 - yago11k - [INFO] - [E:218| 0]: Train Loss:0.0011241, Val MRR:0.32176, yago11k +2023-05-09 02:30:03,731 - yago11k - [INFO] - [E:218| 100]: Train Loss:0.0011334, Val MRR:0.32176, yago11k +2023-05-09 02:31:47,213 - yago11k - [INFO] - [E:218| 200]: Train Loss:0.0011329, Val MRR:0.32176, yago11k +2023-05-09 02:33:20,125 - yago11k - [INFO] - [E:218| 300]: Train Loss:0.0011337, Val MRR:0.32176, yago11k +2023-05-09 02:35:03,666 - yago11k - [INFO] - [E:218| 400]: Train Loss:0.0011333, Val MRR:0.32176, yago11k +2023-05-09 02:36:46,600 - yago11k - [INFO] - [E:218| 500]: Train Loss:0.0011328, Val MRR:0.32176, yago11k +2023-05-09 02:38:29,324 - yago11k - [INFO] - [E:218| 600]: Train Loss:0.0011332, Val MRR:0.32176, yago11k +2023-05-09 02:38:29,324 - yago11k - [INFO] - [Epoch:218]: Training Loss:0.001133 + +2023-05-09 02:38:29,601 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:38:50,198 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:39:11,240 - yago11k - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.40603, Head : 0.23233, Avg : 0.31918 + +2023-05-09 02:39:11,240 - yago11k - [INFO] - [Epoch 218]: Training Loss: 0.0011332, Valid MRR: 0.32176, + + + +2023-05-09 02:39:12,329 - yago11k - [INFO] - [E:219| 0]: Train Loss:0.0011764, Val MRR:0.32176, yago11k +2023-05-09 02:40:55,810 - yago11k - [INFO] - [E:219| 100]: Train Loss:0.0011313, Val MRR:0.32176, yago11k +2023-05-09 02:42:28,521 - yago11k - [INFO] - [E:219| 200]: Train Loss:0.0011323, Val MRR:0.32176, yago11k +2023-05-09 02:44:11,550 - yago11k - [INFO] - [E:219| 300]: Train Loss:0.0011327, Val MRR:0.32176, yago11k +2023-05-09 02:45:56,183 - yago11k - [INFO] - [E:219| 400]: Train Loss:0.0011323, Val MRR:0.32176, yago11k +2023-05-09 02:45:57,522 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True} +2023-05-09 02:46:10,984 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-09 02:46:30,955 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-09 02:46:50,618 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.34286, Head : 0.1975, Avg : 0.27018 + MR: Tail : 591.05, Head : 964.08, Avg : 777.57 + Hit-1: Tail : 0.25706, Head : 0.15227, Avg : 0.20466 + Hit-3: Tail : 0.36662, Head : 0.19728, Avg : 0.28195 + Hit-10: Tail : 0.53047, Head : 0.28166, Avg : 0.40606 +2023-05-09 02:47:40,278 - yago11k - [INFO] - [E:219| 500]: Train Loss:0.0011326, Val MRR:0.32176, yago11k +2023-05-09 02:49:24,253 - yago11k - [INFO] - [E:219| 600]: Train Loss:0.0011329, Val MRR:0.32176, yago11k +2023-05-09 02:49:24,254 - yago11k - [INFO] - [Epoch:219]: Training Loss:0.001133 + +2023-05-09 02:49:24,536 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:49:45,147 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:50:03,831 - yago11k - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.40347, Head : 0.23151, Avg : 0.31749 + MR: Tail : 537.3, Head : 882.91, Avg : 710.11 + Hit-1: Tail : 0.31745, Head : 0.19005, Avg : 0.25375 + Hit-3: Tail : 0.44373, Head : 0.22937, Avg : 0.33655 + Hit-10: Tail : 0.57238, Head : 0.31398, Avg : 0.44318 +2023-05-09 02:50:03,832 - yago11k - [INFO] - [Epoch 219]: Training Loss: 0.0011329, Valid MRR: 0.32176, + + + +2023-05-09 02:50:04,494 - yago11k - [INFO] - [E:220| 0]: Train Loss:0.0011413, Val MRR:0.32176, yago11k +2023-05-09 02:51:34,437 - yago11k - [INFO] - [E:220| 100]: Train Loss:0.0011327, Val MRR:0.32176, yago11k +2023-05-09 02:53:15,574 - yago11k - [INFO] - [E:220| 200]: Train Loss:0.0011325, Val MRR:0.32176, yago11k +2023-05-09 02:55:00,374 - yago11k - [INFO] - [E:220| 300]: Train Loss:0.0011319, Val MRR:0.32176, yago11k +2023-05-09 02:56:45,633 - yago11k - [INFO] - [E:220| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k +2023-05-09 02:58:33,456 - yago11k - [INFO] - [E:220| 500]: Train Loss:0.0011323, Val MRR:0.32176, yago11k +2023-05-09 03:00:02,255 - yago11k - [INFO] - [E:220| 600]: Train Loss:0.0011327, Val MRR:0.32176, yago11k +2023-05-09 03:00:02,255 - yago11k - [INFO] - [Epoch:220]: Training Loss:0.001133 + +2023-05-09 03:00:02,584 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:00:23,168 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:00:43,390 - yago11k - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.40699, Head : 0.23135, Avg : 0.31917 + +2023-05-09 03:00:43,390 - yago11k - [INFO] - [Epoch 220]: Training Loss: 0.0011327, Valid MRR: 0.32176, + + + +2023-05-09 03:00:44,614 - yago11k - [INFO] - [E:221| 0]: Train Loss:0.0011198, Val MRR:0.32176, yago11k +2023-05-09 03:02:28,634 - yago11k - [INFO] - [E:221| 100]: Train Loss:0.0011322, Val MRR:0.32176, yago11k +2023-05-09 03:04:12,577 - yago11k - [INFO] - [E:221| 200]: Train Loss:0.0011327, Val MRR:0.32176, yago11k +2023-05-09 03:05:56,892 - yago11k - [INFO] - [E:221| 300]: Train Loss:0.0011329, Val MRR:0.32176, yago11k +2023-05-09 03:07:40,696 - yago11k - [INFO] - [E:221| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k +2023-05-09 03:09:09,862 - yago11k - [INFO] - [E:221| 500]: Train Loss:0.001132, Val MRR:0.32176, yago11k +2023-05-09 03:10:52,955 - yago11k - [INFO] - [E:221| 600]: Train Loss:0.0011322, Val MRR:0.32176, yago11k +2023-05-09 03:10:52,956 - yago11k - [INFO] - [Epoch:221]: Training Loss:0.001132 + +2023-05-09 03:10:53,220 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:11:13,513 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:11:33,906 - yago11k - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.40899, Head : 0.23067, Avg : 0.31983 + +2023-05-09 03:11:33,906 - yago11k - [INFO] - [Epoch 221]: Training Loss: 0.0011322, Valid MRR: 0.32176, + + + +2023-05-09 03:11:34,957 - yago11k - [INFO] - [E:222| 0]: Train Loss:0.001146, Val MRR:0.32176, yago11k +2023-05-09 03:13:19,376 - yago11k - [INFO] - [E:222| 100]: Train Loss:0.0011314, Val MRR:0.32176, yago11k +2023-05-09 03:15:04,408 - yago11k - [INFO] - [E:222| 200]: Train Loss:0.0011317, Val MRR:0.32176, yago11k +2023-05-09 03:16:41,518 - yago11k - [INFO] - [E:222| 300]: Train Loss:0.0011321, Val MRR:0.32176, yago11k +2023-05-09 03:18:18,590 - yago11k - [INFO] - [E:222| 400]: Train Loss:0.0011313, Val MRR:0.32176, yago11k +2023-05-09 03:20:02,773 - yago11k - [INFO] - [E:222| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k +2023-05-09 03:21:45,472 - yago11k - [INFO] - [E:222| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k +2023-05-09 03:21:45,473 - yago11k - [INFO] - [Epoch:222]: Training Loss:0.001131 + +2023-05-09 03:21:45,987 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:22:06,513 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:22:27,029 - yago11k - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.40709, Head : 0.23166, Avg : 0.31938 + +2023-05-09 03:22:27,029 - yago11k - [INFO] - [Epoch 222]: Training Loss: 0.0011313, Valid MRR: 0.32176, + + + +2023-05-09 03:22:28,232 - yago11k - [INFO] - [E:223| 0]: Train Loss:0.0011142, Val MRR:0.32176, yago11k +2023-05-09 03:24:12,821 - yago11k - [INFO] - [E:223| 100]: Train Loss:0.0011283, Val MRR:0.32176, yago11k +2023-05-09 03:25:44,706 - yago11k - [INFO] - [E:223| 200]: Train Loss:0.00113, Val MRR:0.32176, yago11k +2023-05-09 03:27:27,195 - yago11k - [INFO] - [E:223| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 03:29:10,943 - yago11k - [INFO] - [E:223| 400]: Train Loss:0.0011312, Val MRR:0.32176, yago11k +2023-05-09 03:30:53,800 - yago11k - [INFO] - [E:223| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k +2023-05-09 03:32:36,587 - yago11k - [INFO] - [E:223| 600]: Train Loss:0.0011319, Val MRR:0.32176, yago11k +2023-05-09 03:32:36,587 - yago11k - [INFO] - [Epoch:223]: Training Loss:0.001132 + +2023-05-09 03:32:36,939 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:32:58,336 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:33:19,270 - yago11k - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.40593, Head : 0.23078, Avg : 0.31835 + +2023-05-09 03:33:19,271 - yago11k - [INFO] - [Epoch 223]: Training Loss: 0.0011319, Valid MRR: 0.32176, + + + +2023-05-09 03:33:20,405 - yago11k - [INFO] - [E:224| 0]: Train Loss:0.0011541, Val MRR:0.32176, yago11k +2023-05-09 03:34:53,210 - yago11k - [INFO] - [E:224| 100]: Train Loss:0.0011286, Val MRR:0.32176, yago11k +2023-05-09 03:36:36,290 - yago11k - [INFO] - [E:224| 200]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 03:38:19,608 - yago11k - [INFO] - [E:224| 300]: Train Loss:0.0011298, Val MRR:0.32176, yago11k +2023-05-09 03:40:02,353 - yago11k - [INFO] - [E:224| 400]: Train Loss:0.0011307, Val MRR:0.32176, yago11k +2023-05-09 03:41:45,757 - yago11k - [INFO] - [E:224| 500]: Train Loss:0.001131, Val MRR:0.32176, yago11k +2023-05-09 03:43:18,138 - yago11k - [INFO] - [E:224| 600]: Train Loss:0.0011317, Val MRR:0.32176, yago11k +2023-05-09 03:43:18,138 - yago11k - [INFO] - [Epoch:224]: Training Loss:0.001132 + +2023-05-09 03:43:18,480 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:43:39,490 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:44:00,767 - yago11k - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.40147, Head : 0.23025, Avg : 0.31586 + +2023-05-09 03:44:00,767 - yago11k - [INFO] - [Epoch 224]: Training Loss: 0.0011317, Valid MRR: 0.32176, + + + +2023-05-09 03:44:01,952 - yago11k - [INFO] - [E:225| 0]: Train Loss:0.0011249, Val MRR:0.32176, yago11k +2023-05-09 03:45:44,904 - yago11k - [INFO] - [E:225| 100]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 03:47:30,186 - yago11k - [INFO] - [E:225| 200]: Train Loss:0.0011303, Val MRR:0.32176, yago11k +2023-05-09 03:49:14,010 - yago11k - [INFO] - [E:225| 300]: Train Loss:0.0011307, Val MRR:0.32176, yago11k +2023-05-09 03:50:58,047 - yago11k - [INFO] - [E:225| 400]: Train Loss:0.0011306, Val MRR:0.32176, yago11k +2023-05-09 03:52:30,886 - yago11k - [INFO] - [E:225| 500]: Train Loss:0.0011306, Val MRR:0.32176, yago11k +2023-05-09 03:54:13,135 - yago11k - [INFO] - [E:225| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k +2023-05-09 03:54:13,135 - yago11k - [INFO] - [Epoch:225]: Training Loss:0.001131 + +2023-05-09 03:54:13,581 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:54:34,426 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:54:55,636 - yago11k - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.40671, Head : 0.23179, Avg : 0.31925 + +2023-05-09 03:54:55,636 - yago11k - [INFO] - [Epoch 225]: Training Loss: 0.0011313, Valid MRR: 0.32176, + + + +2023-05-09 03:54:56,722 - yago11k - [INFO] - [E:226| 0]: Train Loss:0.0011196, Val MRR:0.32176, yago11k +2023-05-09 03:56:40,060 - yago11k - [INFO] - [E:226| 100]: Train Loss:0.001127, Val MRR:0.32176, yago11k +2023-05-09 03:58:22,779 - yago11k - [INFO] - [E:226| 200]: Train Loss:0.0011293, Val MRR:0.32176, yago11k +2023-05-09 04:00:05,930 - yago11k - [INFO] - [E:226| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 04:01:38,304 - yago11k - [INFO] - [E:226| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k +2023-05-09 04:03:21,430 - yago11k - [INFO] - [E:226| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:05:03,306 - yago11k - [INFO] - [E:226| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k +2023-05-09 04:05:03,307 - yago11k - [INFO] - [Epoch:226]: Training Loss:0.001131 + +2023-05-09 04:05:03,649 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:05:24,826 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:05:45,872 - yago11k - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.40639, Head : 0.2332, Avg : 0.3198 + +2023-05-09 04:05:45,873 - yago11k - [INFO] - [Epoch 226]: Training Loss: 0.0011308, Valid MRR: 0.32176, + + + +2023-05-09 04:05:47,061 - yago11k - [INFO] - [E:227| 0]: Train Loss:0.0011149, Val MRR:0.32176, yago11k +2023-05-09 04:07:30,265 - yago11k - [INFO] - [E:227| 100]: Train Loss:0.0011309, Val MRR:0.32176, yago11k +2023-05-09 04:09:10,258 - yago11k - [INFO] - [E:227| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:10:46,244 - yago11k - [INFO] - [E:227| 300]: Train Loss:0.0011302, Val MRR:0.32176, yago11k +2023-05-09 04:12:29,432 - yago11k - [INFO] - [E:227| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k +2023-05-09 04:14:12,176 - yago11k - [INFO] - [E:227| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:15:54,852 - yago11k - [INFO] - [E:227| 600]: Train Loss:0.0011303, Val MRR:0.32176, yago11k +2023-05-09 04:15:54,852 - yago11k - [INFO] - [Epoch:227]: Training Loss:0.00113 + +2023-05-09 04:15:55,204 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:16:16,509 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:16:37,733 - yago11k - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.40804, Head : 0.23306, Avg : 0.32055 + +2023-05-09 04:16:37,734 - yago11k - [INFO] - [Epoch 227]: Training Loss: 0.0011303, Valid MRR: 0.32176, + + + +2023-05-09 04:16:38,911 - yago11k - [INFO] - [E:228| 0]: Train Loss:0.0011943, Val MRR:0.32176, yago11k +2023-05-09 04:18:11,901 - yago11k - [INFO] - [E:228| 100]: Train Loss:0.0011308, Val MRR:0.32176, yago11k +2023-05-09 04:19:55,395 - yago11k - [INFO] - [E:228| 200]: Train Loss:0.0011299, Val MRR:0.32176, yago11k +2023-05-09 04:21:38,427 - yago11k - [INFO] - [E:228| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:23:19,959 - yago11k - [INFO] - [E:228| 400]: Train Loss:0.0011309, Val MRR:0.32176, yago11k +2023-05-09 04:25:02,459 - yago11k - [INFO] - [E:228| 500]: Train Loss:0.0011308, Val MRR:0.32176, yago11k +2023-05-09 04:26:34,411 - yago11k - [INFO] - [E:228| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k +2023-05-09 04:26:34,411 - yago11k - [INFO] - [Epoch:228]: Training Loss:0.001131 + +2023-05-09 04:26:34,773 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:26:55,550 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:27:16,694 - yago11k - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.41008, Head : 0.23176, Avg : 0.32092 + +2023-05-09 04:27:16,694 - yago11k - [INFO] - [Epoch 228]: Training Loss: 0.0011308, Valid MRR: 0.32176, + + + +2023-05-09 04:27:17,860 - yago11k - [INFO] - [E:229| 0]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 04:29:00,275 - yago11k - [INFO] - [E:229| 100]: Train Loss:0.0011299, Val MRR:0.32176, yago11k +2023-05-09 04:30:44,425 - yago11k - [INFO] - [E:229| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:32:28,487 - yago11k - [INFO] - [E:229| 300]: Train Loss:0.001129, Val MRR:0.32176, yago11k +2023-05-09 04:34:11,493 - yago11k - [INFO] - [E:229| 400]: Train Loss:0.0011295, Val MRR:0.32176, yago11k +2023-05-09 04:35:46,532 - yago11k - [INFO] - [E:229| 500]: Train Loss:0.0011304, Val MRR:0.32176, yago11k +2023-05-09 04:37:28,642 - yago11k - [INFO] - [E:229| 600]: Train Loss:0.0011304, Val MRR:0.32176, yago11k +2023-05-09 04:37:28,642 - yago11k - [INFO] - [Epoch:229]: Training Loss:0.00113 + +2023-05-09 04:37:29,161 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:37:50,047 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:38:11,247 - yago11k - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.40811, Head : 0.23296, Avg : 0.32054 + MR: Tail : 539.41, Head : 899.43, Avg : 719.42 + Hit-1: Tail : 0.32356, Head : 0.1913, Avg : 0.25743 + Hit-3: Tail : 0.4436, Head : 0.22881, Avg : 0.3362 + Hit-10: Tail : 0.57502, Head : 0.31578, Avg : 0.4454 +2023-05-09 04:38:11,247 - yago11k - [INFO] - [Epoch 229]: Training Loss: 0.0011304, Valid MRR: 0.32176, + + + +2023-05-09 04:38:12,165 - yago11k - [INFO] - [E:230| 0]: Train Loss:0.0011463, Val MRR:0.32176, yago11k +2023-05-09 04:39:55,513 - yago11k - [INFO] - [E:230| 100]: Train Loss:0.0011305, Val MRR:0.32176, yago11k +2023-05-09 04:41:38,527 - yago11k - [INFO] - [E:230| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k +2023-05-09 04:43:21,095 - yago11k - [INFO] - [E:230| 300]: Train Loss:0.0011297, Val MRR:0.32176, yago11k +2023-05-09 04:44:53,835 - yago11k - [INFO] - [E:230| 400]: Train Loss:0.001129, Val MRR:0.32176, yago11k +2023-05-09 04:46:37,370 - yago11k - [INFO] - [E:230| 500]: Train Loss:0.0011294, Val MRR:0.32176, yago11k +2023-05-09 04:48:20,184 - yago11k - [INFO] - [E:230| 600]: Train Loss:0.0011298, Val MRR:0.32176, yago11k +2023-05-09 04:48:20,185 - yago11k - [INFO] - [Epoch:230]: Training Loss:0.00113 + +2023-05-09 04:48:20,466 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:48:41,431 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:49:02,571 - yago11k - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.40906, Head : 0.23098, Avg : 0.32002 + +2023-05-09 04:49:02,571 - yago11k - [INFO] - [Epoch 230]: Training Loss: 0.0011298, Valid MRR: 0.32176, + + + +2023-05-09 04:49:03,402 - yago11k - [INFO] - [E:231| 0]: Train Loss:0.001114, Val MRR:0.32176, yago11k +2023-05-09 04:50:46,590 - yago11k - [INFO] - [E:231| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k +2023-05-09 04:52:28,778 - yago11k - [INFO] - [E:231| 200]: Train Loss:0.0011288, Val MRR:0.32176, yago11k +2023-05-09 04:54:02,902 - yago11k - [INFO] - [E:231| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k +2023-05-09 04:55:46,310 - yago11k - [INFO] - [E:231| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k +2023-05-09 04:57:29,380 - yago11k - [INFO] - [E:231| 500]: Train Loss:0.0011293, Val MRR:0.32176, yago11k +2023-05-09 04:59:11,930 - yago11k - [INFO] - [E:231| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k +2023-05-09 04:59:11,930 - yago11k - [INFO] - [Epoch:231]: Training Loss:0.00113 + +2023-05-09 04:59:12,277 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:59:33,224 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:59:54,716 - yago11k - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.40775, Head : 0.23102, Avg : 0.31939 + +2023-05-09 04:59:54,716 - yago11k - [INFO] - [Epoch 231]: Training Loss: 0.0011297, Valid MRR: 0.32176, + + + +2023-05-09 04:59:55,826 - yago11k - [INFO] - [E:232| 0]: Train Loss:0.0011321, Val MRR:0.32176, yago11k +2023-05-09 05:01:28,396 - yago11k - [INFO] - [E:232| 100]: Train Loss:0.0011284, Val MRR:0.32176, yago11k +2023-05-09 05:03:11,502 - yago11k - [INFO] - [E:232| 200]: Train Loss:0.0011278, Val MRR:0.32176, yago11k +2023-05-09 05:04:55,171 - yago11k - [INFO] - [E:232| 300]: Train Loss:0.0011296, Val MRR:0.32176, yago11k +2023-05-09 05:06:37,750 - yago11k - [INFO] - [E:232| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k +2023-05-09 05:08:20,474 - yago11k - [INFO] - [E:232| 500]: Train Loss:0.0011296, Val MRR:0.32176, yago11k +2023-05-09 05:09:58,321 - yago11k - [INFO] - [E:232| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k +2023-05-09 05:09:58,321 - yago11k - [INFO] - [Epoch:232]: Training Loss:0.00113 + +2023-05-09 05:09:58,539 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:10:12,197 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:10:33,493 - yago11k - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.40501, Head : 0.23297, Avg : 0.31899 + +2023-05-09 05:10:33,493 - yago11k - [INFO] - [Epoch 232]: Training Loss: 0.0011297, Valid MRR: 0.32176, + + + +2023-05-09 05:10:34,691 - yago11k - [INFO] - [E:233| 0]: Train Loss:0.0011316, Val MRR:0.32176, yago11k +2023-05-09 05:12:18,363 - yago11k - [INFO] - [E:233| 100]: Train Loss:0.0011282, Val MRR:0.32176, yago11k +2023-05-09 05:14:02,478 - yago11k - [INFO] - [E:233| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k +2023-05-09 05:15:45,688 - yago11k - [INFO] - [E:233| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 05:17:29,082 - yago11k - [INFO] - [E:233| 400]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 05:19:02,389 - yago11k - [INFO] - [E:233| 500]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 05:20:45,778 - yago11k - [INFO] - [E:233| 600]: Train Loss:0.001129, Val MRR:0.32176, yago11k +2023-05-09 05:20:45,779 - yago11k - [INFO] - [Epoch:233]: Training Loss:0.001129 + +2023-05-09 05:20:46,041 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:21:07,403 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:21:28,377 - yago11k - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.40848, Head : 0.22961, Avg : 0.31905 + +2023-05-09 05:21:28,377 - yago11k - [INFO] - [Epoch 233]: Training Loss: 0.001129, Valid MRR: 0.32176, + + + +2023-05-09 05:21:29,585 - yago11k - [INFO] - [E:234| 0]: Train Loss:0.0011438, Val MRR:0.32176, yago11k +2023-05-09 05:23:14,927 - yago11k - [INFO] - [E:234| 100]: Train Loss:0.0011288, Val MRR:0.32176, yago11k +2023-05-09 05:24:57,756 - yago11k - [INFO] - [E:234| 200]: Train Loss:0.0011295, Val MRR:0.32176, yago11k +2023-05-09 05:26:40,798 - yago11k - [INFO] - [E:234| 300]: Train Loss:0.0011285, Val MRR:0.32176, yago11k +2023-05-09 05:28:13,520 - yago11k - [INFO] - [E:234| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k +2023-05-09 05:29:57,117 - yago11k - [INFO] - [E:234| 500]: Train Loss:0.0011287, Val MRR:0.32176, yago11k +2023-05-09 05:31:39,973 - yago11k - [INFO] - [E:234| 600]: Train Loss:0.0011291, Val MRR:0.32176, yago11k +2023-05-09 05:31:39,973 - yago11k - [INFO] - [Epoch:234]: Training Loss:0.001129 + +2023-05-09 05:31:40,234 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:32:01,433 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:32:22,490 - yago11k - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.40899, Head : 0.23124, Avg : 0.32011 + +2023-05-09 05:32:22,490 - yago11k - [INFO] - [Epoch 234]: Training Loss: 0.0011291, Valid MRR: 0.32176, + + + +2023-05-09 05:32:23,691 - yago11k - [INFO] - [E:235| 0]: Train Loss:0.0011294, Val MRR:0.32176, yago11k +2023-05-09 05:34:07,080 - yago11k - [INFO] - [E:235| 100]: Train Loss:0.0011291, Val MRR:0.32176, yago11k +2023-05-09 05:35:50,764 - yago11k - [INFO] - [E:235| 200]: Train Loss:0.0011282, Val MRR:0.32176, yago11k +2023-05-09 05:37:23,378 - yago11k - [INFO] - [E:235| 300]: Train Loss:0.0011282, Val MRR:0.32176, yago11k +2023-05-09 05:39:06,601 - yago11k - [INFO] - [E:235| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k +2023-05-09 05:40:49,578 - yago11k - [INFO] - [E:235| 500]: Train Loss:0.0011289, Val MRR:0.32176, yago11k +2023-05-09 05:42:32,270 - yago11k - [INFO] - [E:235| 600]: Train Loss:0.0011289, Val MRR:0.32176, yago11k +2023-05-09 05:42:32,270 - yago11k - [INFO] - [Epoch:235]: Training Loss:0.001129 + +2023-05-09 05:42:32,536 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:42:53,393 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:43:14,467 - yago11k - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.40936, Head : 0.23279, Avg : 0.32107 + +2023-05-09 05:43:14,467 - yago11k - [INFO] - [Epoch 235]: Training Loss: 0.0011289, Valid MRR: 0.32176, + + + +2023-05-09 05:43:15,289 - yago11k - [INFO] - [E:236| 0]: Train Loss:0.0011567, Val MRR:0.32176, yago11k +2023-05-09 05:44:53,431 - yago11k - [INFO] - [E:236| 100]: Train Loss:0.0011296, Val MRR:0.32176, yago11k +2023-05-09 05:46:31,371 - yago11k - [INFO] - [E:236| 200]: Train Loss:0.0011285, Val MRR:0.32176, yago11k +2023-05-09 05:48:14,890 - yago11k - [INFO] - [E:236| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k +2023-05-09 05:49:58,149 - yago11k - [INFO] - [E:236| 400]: Train Loss:0.0011284, Val MRR:0.32176, yago11k +2023-05-09 05:51:41,711 - yago11k - [INFO] - [E:236| 500]: Train Loss:0.0011281, Val MRR:0.32176, yago11k +2023-05-09 05:53:22,549 - yago11k - [INFO] - [E:236| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k +2023-05-09 05:53:22,549 - yago11k - [INFO] - [Epoch:236]: Training Loss:0.001129 + +2023-05-09 05:53:22,766 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:53:34,942 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:53:53,312 - yago11k - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.40864, Head : 0.23209, Avg : 0.32037 + +2023-05-09 05:53:53,312 - yago11k - [INFO] - [Epoch 236]: Training Loss: 0.0011286, Valid MRR: 0.32176, + + + +2023-05-09 05:53:54,107 - yago11k - [INFO] - [E:237| 0]: Train Loss:0.0011335, Val MRR:0.32176, yago11k +2023-05-09 05:55:36,127 - yago11k - [INFO] - [E:237| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k +2023-05-09 05:57:19,643 - yago11k - [INFO] - [E:237| 200]: Train Loss:0.0011279, Val MRR:0.32176, yago11k +2023-05-09 05:59:03,637 - yago11k - [INFO] - [E:237| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k +2023-05-09 06:00:47,001 - yago11k - [INFO] - [E:237| 400]: Train Loss:0.0011282, Val MRR:0.32176, yago11k +2023-05-09 06:02:20,480 - yago11k - [INFO] - [E:237| 500]: Train Loss:0.001128, Val MRR:0.32176, yago11k +2023-05-09 06:04:03,011 - yago11k - [INFO] - [E:237| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k +2023-05-09 06:04:03,011 - yago11k - [INFO] - [Epoch:237]: Training Loss:0.001129 + +2023-05-09 06:04:03,372 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:04:24,229 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:04:45,772 - yago11k - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.40434, Head : 0.23224, Avg : 0.31829 + +2023-05-09 06:04:45,772 - yago11k - [INFO] - [Epoch 237]: Training Loss: 0.0011286, Valid MRR: 0.32176, + + + +2023-05-09 06:04:46,658 - yago11k - [INFO] - [E:238| 0]: Train Loss:0.001121, Val MRR:0.32176, yago11k +2023-05-09 06:06:30,012 - yago11k - [INFO] - [E:238| 100]: Train Loss:0.0011298, Val MRR:0.32176, yago11k +2023-05-09 06:08:13,320 - yago11k - [INFO] - [E:238| 200]: Train Loss:0.0011286, Val MRR:0.32176, yago11k +2023-05-09 06:09:57,283 - yago11k - [INFO] - [E:238| 300]: Train Loss:0.0011287, Val MRR:0.32176, yago11k +2023-05-09 06:11:32,754 - yago11k - [INFO] - [E:238| 400]: Train Loss:0.0011281, Val MRR:0.32176, yago11k +2023-05-09 06:13:16,720 - yago11k - [INFO] - [E:238| 500]: Train Loss:0.0011278, Val MRR:0.32176, yago11k +2023-05-09 06:14:59,259 - yago11k - [INFO] - [E:238| 600]: Train Loss:0.0011281, Val MRR:0.32176, yago11k +2023-05-09 06:14:59,260 - yago11k - [INFO] - [Epoch:238]: Training Loss:0.001128 + +2023-05-09 06:14:59,601 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:15:20,507 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:15:41,875 - yago11k - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.40777, Head : 0.23277, Avg : 0.32027 + +2023-05-09 06:15:41,875 - yago11k - [INFO] - [Epoch 238]: Training Loss: 0.0011281, Valid MRR: 0.32176, + + + +2023-05-09 06:15:42,978 - yago11k - [INFO] - [E:239| 0]: Train Loss:0.0011452, Val MRR:0.32176, yago11k +2023-05-09 06:17:25,893 - yago11k - [INFO] - [E:239| 100]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 06:19:09,384 - yago11k - [INFO] - [E:239| 200]: Train Loss:0.0011274, Val MRR:0.32176, yago11k +2023-05-09 06:20:42,023 - yago11k - [INFO] - [E:239| 300]: Train Loss:0.0011279, Val MRR:0.32176, yago11k +2023-05-09 06:22:25,151 - yago11k - [INFO] - [E:239| 400]: Train Loss:0.0011279, Val MRR:0.32176, yago11k +2023-05-09 06:24:08,192 - yago11k - [INFO] - [E:239| 500]: Train Loss:0.0011277, Val MRR:0.32176, yago11k +2023-05-09 06:25:50,585 - yago11k - [INFO] - [E:239| 600]: Train Loss:0.001128, Val MRR:0.32176, yago11k +2023-05-09 06:25:50,586 - yago11k - [INFO] - [Epoch:239]: Training Loss:0.001128 + +2023-05-09 06:25:50,931 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:26:12,145 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:26:33,113 - yago11k - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.40624, Head : 0.23224, Avg : 0.31924 + MR: Tail : 564.04, Head : 913.73, Avg : 738.89 + Hit-1: Tail : 0.32231, Head : 0.18964, Avg : 0.25597 + Hit-3: Tail : 0.4404, Head : 0.23006, Avg : 0.33523 + Hit-10: Tail : 0.57447, Head : 0.31564, Avg : 0.44505 +2023-05-09 06:26:33,113 - yago11k - [INFO] - [Epoch 239]: Training Loss: 0.001128, Valid MRR: 0.32176, + + + +2023-05-09 06:26:34,313 - yago11k - [INFO] - [E:240| 0]: Train Loss:0.001112, Val MRR:0.32176, yago11k +2023-05-09 06:28:11,222 - yago11k - [INFO] - [E:240| 100]: Train Loss:0.0011262, Val MRR:0.32176, yago11k +2023-05-09 06:29:50,724 - yago11k - [INFO] - [E:240| 200]: Train Loss:0.0011271, Val MRR:0.32176, yago11k +2023-05-09 06:31:33,696 - yago11k - [INFO] - [E:240| 300]: Train Loss:0.0011277, Val MRR:0.32176, yago11k +2023-05-09 06:33:17,009 - yago11k - [INFO] - [E:240| 400]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 06:35:00,572 - yago11k - [INFO] - [E:240| 500]: Train Loss:0.0011274, Val MRR:0.32176, yago11k +2023-05-09 06:36:42,455 - yago11k - [INFO] - [E:240| 600]: Train Loss:0.0011276, Val MRR:0.32176, yago11k +2023-05-09 06:36:42,456 - yago11k - [INFO] - [Epoch:240]: Training Loss:0.001128 + +2023-05-09 06:36:42,676 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:36:54,860 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:37:12,942 - yago11k - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.40578, Head : 0.23267, Avg : 0.31923 + +2023-05-09 06:37:12,942 - yago11k - [INFO] - [Epoch 240]: Training Loss: 0.0011276, Valid MRR: 0.32176, + + + +2023-05-09 06:37:14,129 - yago11k - [INFO] - [E:241| 0]: Train Loss:0.0011333, Val MRR:0.32176, yago11k +2023-05-09 06:38:57,259 - yago11k - [INFO] - [E:241| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k +2023-05-09 06:40:40,046 - yago11k - [INFO] - [E:241| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k +2023-05-09 06:42:22,829 - yago11k - [INFO] - [E:241| 300]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 06:44:05,943 - yago11k - [INFO] - [E:241| 400]: Train Loss:0.0011267, Val MRR:0.32176, yago11k +2023-05-09 06:45:40,063 - yago11k - [INFO] - [E:241| 500]: Train Loss:0.0011272, Val MRR:0.32176, yago11k +2023-05-09 06:47:21,476 - yago11k - [INFO] - [E:241| 600]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 06:47:21,477 - yago11k - [INFO] - [Epoch:241]: Training Loss:0.001127 + +2023-05-09 06:47:21,755 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:47:42,787 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:48:04,289 - yago11k - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.40619, Head : 0.23204, Avg : 0.31912 + +2023-05-09 06:48:04,289 - yago11k - [INFO] - [Epoch 241]: Training Loss: 0.0011273, Valid MRR: 0.32176, + + + +2023-05-09 06:48:05,181 - yago11k - [INFO] - [E:242| 0]: Train Loss:0.00114, Val MRR:0.32176, yago11k +2023-05-09 06:49:48,358 - yago11k - [INFO] - [E:242| 100]: Train Loss:0.0011274, Val MRR:0.32176, yago11k +2023-05-09 06:51:31,727 - yago11k - [INFO] - [E:242| 200]: Train Loss:0.0011275, Val MRR:0.32176, yago11k +2023-05-09 06:53:14,460 - yago11k - [INFO] - [E:242| 300]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 06:54:47,759 - yago11k - [INFO] - [E:242| 400]: Train Loss:0.0011268, Val MRR:0.32176, yago11k +2023-05-09 06:56:30,757 - yago11k - [INFO] - [E:242| 500]: Train Loss:0.001127, Val MRR:0.32176, yago11k +2023-05-09 06:58:14,035 - yago11k - [INFO] - [E:242| 600]: Train Loss:0.0011275, Val MRR:0.32176, yago11k +2023-05-09 06:58:14,035 - yago11k - [INFO] - [Epoch:242]: Training Loss:0.001128 + +2023-05-09 06:58:14,320 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:58:35,363 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:58:58,339 - yago11k - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.40687, Head : 0.23336, Avg : 0.32012 + +2023-05-09 06:58:58,339 - yago11k - [INFO] - [Epoch 242]: Training Loss: 0.0011275, Valid MRR: 0.32176, + + + +2023-05-09 06:58:59,539 - yago11k - [INFO] - [E:243| 0]: Train Loss:0.0011405, Val MRR:0.32176, yago11k +2023-05-09 07:00:43,267 - yago11k - [INFO] - [E:243| 100]: Train Loss:0.0011281, Val MRR:0.32176, yago11k +2023-05-09 07:02:27,424 - yago11k - [INFO] - [E:243| 200]: Train Loss:0.0011272, Val MRR:0.32176, yago11k +2023-05-09 07:04:00,884 - yago11k - [INFO] - [E:243| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k +2023-05-09 07:05:44,010 - yago11k - [INFO] - [E:243| 400]: Train Loss:0.0011276, Val MRR:0.32176, yago11k +2023-05-09 07:07:26,997 - yago11k - [INFO] - [E:243| 500]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 07:09:09,557 - yago11k - [INFO] - [E:243| 600]: Train Loss:0.0011274, Val MRR:0.32176, yago11k +2023-05-09 07:09:09,557 - yago11k - [INFO] - [Epoch:243]: Training Loss:0.001127 + +2023-05-09 07:09:09,818 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:09:30,600 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:09:51,757 - yago11k - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.40824, Head : 0.23168, Avg : 0.31996 + +2023-05-09 07:09:51,757 - yago11k - [INFO] - [Epoch 243]: Training Loss: 0.0011274, Valid MRR: 0.32176, + + + +2023-05-09 07:09:52,618 - yago11k - [INFO] - [E:244| 0]: Train Loss:0.001213, Val MRR:0.32176, yago11k +2023-05-09 07:11:35,733 - yago11k - [INFO] - [E:244| 100]: Train Loss:0.0011276, Val MRR:0.32176, yago11k +2023-05-09 07:13:08,772 - yago11k - [INFO] - [E:244| 200]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 07:14:51,393 - yago11k - [INFO] - [E:244| 300]: Train Loss:0.0011268, Val MRR:0.32176, yago11k +2023-05-09 07:16:34,701 - yago11k - [INFO] - [E:244| 400]: Train Loss:0.001127, Val MRR:0.32176, yago11k +2023-05-09 07:18:18,303 - yago11k - [INFO] - [E:244| 500]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 07:20:00,877 - yago11k - [INFO] - [E:244| 600]: Train Loss:0.0011271, Val MRR:0.32176, yago11k +2023-05-09 07:20:00,877 - yago11k - [INFO] - [Epoch:244]: Training Loss:0.001127 + +2023-05-09 07:20:01,396 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:20:20,786 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:20:32,796 - yago11k - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.41093, Head : 0.23073, Avg : 0.32083 + +2023-05-09 07:20:32,796 - yago11k - [INFO] - [Epoch 244]: Training Loss: 0.0011271, Valid MRR: 0.32176, + + + +2023-05-09 07:20:33,443 - yago11k - [INFO] - [E:245| 0]: Train Loss:0.0011385, Val MRR:0.32176, yago11k +2023-05-09 07:22:15,128 - yago11k - [INFO] - [E:245| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k +2023-05-09 07:23:57,582 - yago11k - [INFO] - [E:245| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k +2023-05-09 07:25:39,094 - yago11k - [INFO] - [E:245| 300]: Train Loss:0.0011255, Val MRR:0.32176, yago11k +2023-05-09 07:27:22,238 - yago11k - [INFO] - [E:245| 400]: Train Loss:0.0011257, Val MRR:0.32176, yago11k +2023-05-09 07:28:57,783 - yago11k - [INFO] - [E:245| 500]: Train Loss:0.0011263, Val MRR:0.32176, yago11k +2023-05-09 07:30:37,787 - yago11k - [INFO] - [E:245| 600]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 07:30:37,788 - yago11k - [INFO] - [Epoch:245]: Training Loss:0.001127 + +2023-05-09 07:30:38,134 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:30:59,504 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:31:20,545 - yago11k - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.40503, Head : 0.23065, Avg : 0.31784 + +2023-05-09 07:31:20,545 - yago11k - [INFO] - [Epoch 245]: Training Loss: 0.0011266, Valid MRR: 0.32176, + + + +2023-05-09 07:31:21,740 - yago11k - [INFO] - [E:246| 0]: Train Loss:0.0011252, Val MRR:0.32176, yago11k +2023-05-09 07:33:04,776 - yago11k - [INFO] - [E:246| 100]: Train Loss:0.0011238, Val MRR:0.32176, yago11k +2023-05-09 07:34:47,465 - yago11k - [INFO] - [E:246| 200]: Train Loss:0.0011249, Val MRR:0.32176, yago11k +2023-05-09 07:36:30,878 - yago11k - [INFO] - [E:246| 300]: Train Loss:0.0011249, Val MRR:0.32176, yago11k +2023-05-09 07:38:03,867 - yago11k - [INFO] - [E:246| 400]: Train Loss:0.0011246, Val MRR:0.32176, yago11k +2023-05-09 07:39:47,093 - yago11k - [INFO] - [E:246| 500]: Train Loss:0.0011255, Val MRR:0.32176, yago11k +2023-05-09 07:41:29,065 - yago11k - [INFO] - [E:246| 600]: Train Loss:0.0011263, Val MRR:0.32176, yago11k +2023-05-09 07:41:29,065 - yago11k - [INFO] - [Epoch:246]: Training Loss:0.001126 + +2023-05-09 07:41:29,451 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:41:50,540 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:42:11,764 - yago11k - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.41141, Head : 0.23252, Avg : 0.32196 + +2023-05-09 07:42:12,661 - yago11k - [INFO] - [Epoch 246]: Training Loss: 0.0011263, Valid MRR: 0.32196, + + + +2023-05-09 07:42:13,850 - yago11k - [INFO] - [E:247| 0]: Train Loss:0.0011273, Val MRR:0.32196, yago11k +2023-05-09 07:43:56,784 - yago11k - [INFO] - [E:247| 100]: Train Loss:0.0011256, Val MRR:0.32196, yago11k +2023-05-09 07:45:39,671 - yago11k - [INFO] - [E:247| 200]: Train Loss:0.0011271, Val MRR:0.32196, yago11k +2023-05-09 07:47:14,784 - yago11k - [INFO] - [E:247| 300]: Train Loss:0.0011265, Val MRR:0.32196, yago11k +2023-05-09 07:48:58,280 - yago11k - [INFO] - [E:247| 400]: Train Loss:0.001126, Val MRR:0.32196, yago11k +2023-05-09 07:50:41,871 - yago11k - [INFO] - [E:247| 500]: Train Loss:0.0011265, Val MRR:0.32196, yago11k +2023-05-09 07:52:24,909 - yago11k - [INFO] - [E:247| 600]: Train Loss:0.001126, Val MRR:0.32196, yago11k +2023-05-09 07:52:24,910 - yago11k - [INFO] - [Epoch:247]: Training Loss:0.001126 + +2023-05-09 07:52:25,303 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:52:45,974 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:53:07,160 - yago11k - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.41402, Head : 0.23219, Avg : 0.3231 + +2023-05-09 07:53:08,111 - yago11k - [INFO] - [Epoch 247]: Training Loss: 0.001126, Valid MRR: 0.3231, + + + +2023-05-09 07:53:09,309 - yago11k - [INFO] - [E:248| 0]: Train Loss:0.0011221, Val MRR:0.3231, yago11k +2023-05-09 07:54:52,578 - yago11k - [INFO] - [E:248| 100]: Train Loss:0.0011248, Val MRR:0.3231, yago11k +2023-05-09 07:56:25,486 - yago11k - [INFO] - [E:248| 200]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 07:58:08,194 - yago11k - [INFO] - [E:248| 300]: Train Loss:0.0011256, Val MRR:0.3231, yago11k +2023-05-09 07:59:51,080 - yago11k - [INFO] - [E:248| 400]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:01:34,136 - yago11k - [INFO] - [E:248| 500]: Train Loss:0.0011259, Val MRR:0.3231, yago11k +2023-05-09 08:03:16,238 - yago11k - [INFO] - [E:248| 600]: Train Loss:0.0011259, Val MRR:0.3231, yago11k +2023-05-09 08:03:16,238 - yago11k - [INFO] - [Epoch:248]: Training Loss:0.001126 + +2023-05-09 08:03:16,586 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:03:37,201 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:03:49,222 - yago11k - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.41074, Head : 0.23161, Avg : 0.32117 + +2023-05-09 08:03:49,222 - yago11k - [INFO] - [Epoch 248]: Training Loss: 0.0011259, Valid MRR: 0.3231, + + + +2023-05-09 08:03:49,868 - yago11k - [INFO] - [E:249| 0]: Train Loss:0.0011248, Val MRR:0.3231, yago11k +2023-05-09 08:05:31,022 - yago11k - [INFO] - [E:249| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k +2023-05-09 08:07:14,280 - yago11k - [INFO] - [E:249| 200]: Train Loss:0.0011243, Val MRR:0.3231, yago11k +2023-05-09 08:08:57,220 - yago11k - [INFO] - [E:249| 300]: Train Loss:0.0011247, Val MRR:0.3231, yago11k +2023-05-09 08:10:40,235 - yago11k - [INFO] - [E:249| 400]: Train Loss:0.0011251, Val MRR:0.3231, yago11k +2023-05-09 08:12:21,137 - yago11k - [INFO] - [E:249| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:13:54,870 - yago11k - [INFO] - [E:249| 600]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:13:54,870 - yago11k - [INFO] - [Epoch:249]: Training Loss:0.001125 + +2023-05-09 08:13:55,200 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:14:16,377 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:14:37,173 - yago11k - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.41096, Head : 0.2314, Avg : 0.32118 + MR: Tail : 578.1, Head : 944.77, Avg : 761.43 + Hit-1: Tail : 0.32662, Head : 0.1895, Avg : 0.25806 + Hit-3: Tail : 0.44804, Head : 0.22715, Avg : 0.33759 + Hit-10: Tail : 0.57016, Head : 0.31384, Avg : 0.442 +2023-05-09 08:14:37,173 - yago11k - [INFO] - [Epoch 249]: Training Loss: 0.0011255, Valid MRR: 0.3231, + + + +2023-05-09 08:14:38,374 - yago11k - [INFO] - [E:250| 0]: Train Loss:0.001118, Val MRR:0.3231, yago11k +2023-05-09 08:16:20,938 - yago11k - [INFO] - [E:250| 100]: Train Loss:0.001124, Val MRR:0.3231, yago11k +2023-05-09 08:18:03,863 - yago11k - [INFO] - [E:250| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k +2023-05-09 08:19:46,427 - yago11k - [INFO] - [E:250| 300]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 08:21:19,048 - yago11k - [INFO] - [E:250| 400]: Train Loss:0.0011261, Val MRR:0.3231, yago11k +2023-05-09 08:23:01,768 - yago11k - [INFO] - [E:250| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:24:44,229 - yago11k - [INFO] - [E:250| 600]: Train Loss:0.0011258, Val MRR:0.3231, yago11k +2023-05-09 08:24:44,229 - yago11k - [INFO] - [Epoch:250]: Training Loss:0.001126 + +2023-05-09 08:24:44,727 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:25:05,375 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:25:26,713 - yago11k - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.40978, Head : 0.23132, Avg : 0.32055 + +2023-05-09 08:25:26,713 - yago11k - [INFO] - [Epoch 250]: Training Loss: 0.0011258, Valid MRR: 0.3231, + + + +2023-05-09 08:25:27,905 - yago11k - [INFO] - [E:251| 0]: Train Loss:0.0011287, Val MRR:0.3231, yago11k +2023-05-09 08:27:11,415 - yago11k - [INFO] - [E:251| 100]: Train Loss:0.0011258, Val MRR:0.3231, yago11k +2023-05-09 08:28:54,372 - yago11k - [INFO] - [E:251| 200]: Train Loss:0.0011254, Val MRR:0.3231, yago11k +2023-05-09 08:30:27,574 - yago11k - [INFO] - [E:251| 300]: Train Loss:0.001125, Val MRR:0.3231, yago11k +2023-05-09 08:32:10,738 - yago11k - [INFO] - [E:251| 400]: Train Loss:0.0011258, Val MRR:0.3231, yago11k +2023-05-09 08:33:54,188 - yago11k - [INFO] - [E:251| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:35:38,192 - yago11k - [INFO] - [E:251| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k +2023-05-09 08:35:38,192 - yago11k - [INFO] - [Epoch:251]: Training Loss:0.001125 + +2023-05-09 08:35:38,583 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:35:59,286 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:36:20,422 - yago11k - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.41221, Head : 0.23198, Avg : 0.32209 + +2023-05-09 08:36:20,422 - yago11k - [INFO] - [Epoch 251]: Training Loss: 0.0011252, Valid MRR: 0.3231, + + + +2023-05-09 08:36:21,520 - yago11k - [INFO] - [E:252| 0]: Train Loss:0.00112, Val MRR:0.3231, yago11k +2023-05-09 08:38:04,843 - yago11k - [INFO] - [E:252| 100]: Train Loss:0.0011252, Val MRR:0.3231, yago11k +2023-05-09 08:39:37,289 - yago11k - [INFO] - [E:252| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k +2023-05-09 08:41:20,452 - yago11k - [INFO] - [E:252| 300]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 08:43:03,699 - yago11k - [INFO] - [E:252| 400]: Train Loss:0.0011248, Val MRR:0.3231, yago11k +2023-05-09 08:44:47,056 - yago11k - [INFO] - [E:252| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k +2023-05-09 08:46:29,616 - yago11k - [INFO] - [E:252| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k +2023-05-09 08:46:29,617 - yago11k - [INFO] - [Epoch:252]: Training Loss:0.001125 + +2023-05-09 08:46:30,116 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:46:51,029 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:47:12,551 - yago11k - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.40348, Head : 0.23151, Avg : 0.3175 + +2023-05-09 08:47:12,552 - yago11k - [INFO] - [Epoch 252]: Training Loss: 0.0011252, Valid MRR: 0.3231, + + + +2023-05-09 08:47:13,409 - yago11k - [INFO] - [E:253| 0]: Train Loss:0.0011417, Val MRR:0.3231, yago11k +2023-05-09 08:48:46,684 - yago11k - [INFO] - [E:253| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k +2023-05-09 08:50:29,679 - yago11k - [INFO] - [E:253| 200]: Train Loss:0.0011231, Val MRR:0.3231, yago11k +2023-05-09 08:52:13,012 - yago11k - [INFO] - [E:253| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k +2023-05-09 08:53:56,347 - yago11k - [INFO] - [E:253| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 08:55:38,242 - yago11k - [INFO] - [E:253| 500]: Train Loss:0.0011251, Val MRR:0.3231, yago11k +2023-05-09 08:57:09,440 - yago11k - [INFO] - [E:253| 600]: Train Loss:0.0011251, Val MRR:0.3231, yago11k +2023-05-09 08:57:09,441 - yago11k - [INFO] - [Epoch:253]: Training Loss:0.001125 + +2023-05-09 08:57:09,881 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:57:30,763 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:57:52,332 - yago11k - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.4074, Head : 0.22981, Avg : 0.3186 + +2023-05-09 08:57:52,333 - yago11k - [INFO] - [Epoch 253]: Training Loss: 0.0011251, Valid MRR: 0.3231, + + + +2023-05-09 08:57:53,450 - yago11k - [INFO] - [E:254| 0]: Train Loss:0.0011052, Val MRR:0.3231, yago11k +2023-05-09 08:59:37,811 - yago11k - [INFO] - [E:254| 100]: Train Loss:0.0011206, Val MRR:0.3231, yago11k +2023-05-09 09:01:21,892 - yago11k - [INFO] - [E:254| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k +2023-05-09 09:03:05,778 - yago11k - [INFO] - [E:254| 300]: Train Loss:0.0011235, Val MRR:0.3231, yago11k +2023-05-09 09:04:40,663 - yago11k - [INFO] - [E:254| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k +2023-05-09 09:06:23,249 - yago11k - [INFO] - [E:254| 500]: Train Loss:0.0011239, Val MRR:0.3231, yago11k +2023-05-09 09:08:05,730 - yago11k - [INFO] - [E:254| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k +2023-05-09 09:08:05,730 - yago11k - [INFO] - [Epoch:254]: Training Loss:0.001124 + +2023-05-09 09:08:06,058 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:08:27,519 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:08:48,353 - yago11k - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.40697, Head : 0.23064, Avg : 0.3188 + +2023-05-09 09:08:48,353 - yago11k - [INFO] - [Epoch 254]: Training Loss: 0.0011244, Valid MRR: 0.3231, + + + +2023-05-09 09:08:49,428 - yago11k - [INFO] - [E:255| 0]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:10:33,026 - yago11k - [INFO] - [E:255| 100]: Train Loss:0.0011237, Val MRR:0.3231, yago11k +2023-05-09 09:12:16,572 - yago11k - [INFO] - [E:255| 200]: Train Loss:0.0011235, Val MRR:0.3231, yago11k +2023-05-09 09:13:50,313 - yago11k - [INFO] - [E:255| 300]: Train Loss:0.0011239, Val MRR:0.3231, yago11k +2023-05-09 09:15:34,105 - yago11k - [INFO] - [E:255| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k +2023-05-09 09:17:17,847 - yago11k - [INFO] - [E:255| 500]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:19:01,138 - yago11k - [INFO] - [E:255| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 09:19:01,139 - yago11k - [INFO] - [Epoch:255]: Training Loss:0.001125 + +2023-05-09 09:19:01,485 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:19:22,732 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:19:43,945 - yago11k - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.40598, Head : 0.2315, Avg : 0.31874 + +2023-05-09 09:19:43,945 - yago11k - [INFO] - [Epoch 255]: Training Loss: 0.0011246, Valid MRR: 0.3231, + + + +2023-05-09 09:19:45,107 - yago11k - [INFO] - [E:256| 0]: Train Loss:0.0011144, Val MRR:0.3231, yago11k +2023-05-09 09:21:29,207 - yago11k - [INFO] - [E:256| 100]: Train Loss:0.0011232, Val MRR:0.3231, yago11k +2023-05-09 09:23:05,021 - yago11k - [INFO] - [E:256| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k +2023-05-09 09:24:47,575 - yago11k - [INFO] - [E:256| 300]: Train Loss:0.0011238, Val MRR:0.3231, yago11k +2023-05-09 09:26:30,518 - yago11k - [INFO] - [E:256| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 09:28:13,637 - yago11k - [INFO] - [E:256| 500]: Train Loss:0.0011244, Val MRR:0.3231, yago11k +2023-05-09 09:29:55,794 - yago11k - [INFO] - [E:256| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 09:29:55,794 - yago11k - [INFO] - [Epoch:256]: Training Loss:0.001125 + +2023-05-09 09:29:56,298 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:30:17,279 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:30:37,675 - yago11k - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.41256, Head : 0.23154, Avg : 0.32205 + +2023-05-09 09:30:37,676 - yago11k - [INFO] - [Epoch 256]: Training Loss: 0.0011246, Valid MRR: 0.3231, + + + +2023-05-09 09:30:38,320 - yago11k - [INFO] - [E:257| 0]: Train Loss:0.0011612, Val MRR:0.3231, yago11k +2023-05-09 09:32:12,555 - yago11k - [INFO] - [E:257| 100]: Train Loss:0.0011222, Val MRR:0.3231, yago11k +2023-05-09 09:33:56,559 - yago11k - [INFO] - [E:257| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:35:40,426 - yago11k - [INFO] - [E:257| 300]: Train Loss:0.0011244, Val MRR:0.3231, yago11k +2023-05-09 09:37:24,496 - yago11k - [INFO] - [E:257| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 09:39:08,120 - yago11k - [INFO] - [E:257| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k +2023-05-09 09:40:40,922 - yago11k - [INFO] - [E:257| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k +2023-05-09 09:40:40,923 - yago11k - [INFO] - [Epoch:257]: Training Loss:0.001124 + +2023-05-09 09:40:41,184 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:41:01,909 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:41:23,025 - yago11k - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.41039, Head : 0.23409, Avg : 0.32224 + +2023-05-09 09:41:23,025 - yago11k - [INFO] - [Epoch 257]: Training Loss: 0.0011244, Valid MRR: 0.3231, + + + +2023-05-09 09:41:24,134 - yago11k - [INFO] - [E:258| 0]: Train Loss:0.0011186, Val MRR:0.3231, yago11k +2023-05-09 09:43:07,372 - yago11k - [INFO] - [E:258| 100]: Train Loss:0.0011227, Val MRR:0.3231, yago11k +2023-05-09 09:44:50,520 - yago11k - [INFO] - [E:258| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:46:33,874 - yago11k - [INFO] - [E:258| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k +2023-05-09 09:48:12,092 - yago11k - [INFO] - [E:258| 400]: Train Loss:0.0011241, Val MRR:0.3231, yago11k +2023-05-09 09:49:50,636 - yago11k - [INFO] - [E:258| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k +2023-05-09 09:51:33,501 - yago11k - [INFO] - [E:258| 600]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:51:33,502 - yago11k - [INFO] - [Epoch:258]: Training Loss:0.001124 + +2023-05-09 09:51:33,828 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:51:54,586 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:52:16,009 - yago11k - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.41, Head : 0.23324, Avg : 0.32162 + +2023-05-09 09:52:16,009 - yago11k - [INFO] - [Epoch 258]: Training Loss: 0.0011242, Valid MRR: 0.3231, + + + +2023-05-09 09:52:16,841 - yago11k - [INFO] - [E:259| 0]: Train Loss:0.0011118, Val MRR:0.3231, yago11k +2023-05-09 09:54:00,171 - yago11k - [INFO] - [E:259| 100]: Train Loss:0.0011226, Val MRR:0.3231, yago11k +2023-05-09 09:55:43,175 - yago11k - [INFO] - [E:259| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k +2023-05-09 09:57:15,856 - yago11k - [INFO] - [E:259| 300]: Train Loss:0.0011233, Val MRR:0.3231, yago11k +2023-05-09 09:58:58,812 - yago11k - [INFO] - [E:259| 400]: Train Loss:0.0011239, Val MRR:0.3231, yago11k +2023-05-09 10:00:41,609 - yago11k - [INFO] - [E:259| 500]: Train Loss:0.0011237, Val MRR:0.3231, yago11k +2023-05-09 10:02:24,006 - yago11k - [INFO] - [E:259| 600]: Train Loss:0.0011241, Val MRR:0.3231, yago11k +2023-05-09 10:02:24,006 - yago11k - [INFO] - [Epoch:259]: Training Loss:0.001124 + +2023-05-09 10:02:24,269 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:02:45,287 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:03:06,376 - yago11k - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.4129, Head : 0.231, Avg : 0.32195 + MR: Tail : 571.54, Head : 951.16, Avg : 761.35 + Hit-1: Tail : 0.3337, Head : 0.18894, Avg : 0.26132 + Hit-3: Tail : 0.44401, Head : 0.2277, Avg : 0.33586 + Hit-10: Tail : 0.56946, Head : 0.31273, Avg : 0.44109 +2023-05-09 10:03:06,376 - yago11k - [INFO] - [Epoch 259]: Training Loss: 0.0011241, Valid MRR: 0.3231, + + + +2023-05-09 10:03:07,657 - yago11k - [INFO] - [E:260| 0]: Train Loss:0.0011718, Val MRR:0.3231, yago11k +2023-05-09 10:04:50,486 - yago11k - [INFO] - [E:260| 100]: Train Loss:0.0011231, Val MRR:0.3231, yago11k +2023-05-09 10:06:23,290 - yago11k - [INFO] - [E:260| 200]: Train Loss:0.0011226, Val MRR:0.3231, yago11k +2023-05-09 10:08:06,768 - yago11k - [INFO] - [E:260| 300]: Train Loss:0.0011234, Val MRR:0.3231, yago11k +2023-05-09 10:09:50,414 - yago11k - [INFO] - [E:260| 400]: Train Loss:0.0011235, Val MRR:0.3231, yago11k +2023-05-09 10:11:36,033 - yago11k - [INFO] - [E:260| 500]: Train Loss:0.0011231, Val MRR:0.3231, yago11k +2023-05-09 10:13:18,484 - yago11k - [INFO] - [E:260| 600]: Train Loss:0.0011235, Val MRR:0.3231, yago11k +2023-05-09 10:13:18,485 - yago11k - [INFO] - [Epoch:260]: Training Loss:0.001124 + +2023-05-09 10:13:18,755 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:13:39,740 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:14:00,926 - yago11k - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.41379, Head : 0.23352, Avg : 0.32365 + +2023-05-09 10:14:01,823 - yago11k - [INFO] - [Epoch 260]: Training Loss: 0.0011235, Valid MRR: 0.32365, + + + +2023-05-09 10:14:03,244 - yago11k - [INFO] - [E:261| 0]: Train Loss:0.001127, Val MRR:0.32365, yago11k +2023-05-09 10:15:36,295 - yago11k - [INFO] - [E:261| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k +2023-05-09 10:17:19,527 - yago11k - [INFO] - [E:261| 200]: Train Loss:0.0011213, Val MRR:0.32365, yago11k +2023-05-09 10:19:03,044 - yago11k - [INFO] - [E:261| 300]: Train Loss:0.0011218, Val MRR:0.32365, yago11k +2023-05-09 10:20:46,137 - yago11k - [INFO] - [E:261| 400]: Train Loss:0.0011227, Val MRR:0.32365, yago11k +2023-05-09 10:22:29,529 - yago11k - [INFO] - [E:261| 500]: Train Loss:0.0011233, Val MRR:0.32365, yago11k +2023-05-09 10:24:02,318 - yago11k - [INFO] - [E:261| 600]: Train Loss:0.0011236, Val MRR:0.32365, yago11k +2023-05-09 10:24:02,319 - yago11k - [INFO] - [Epoch:261]: Training Loss:0.001124 + +2023-05-09 10:24:02,581 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:24:23,590 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:24:44,292 - yago11k - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.40995, Head : 0.23547, Avg : 0.32271 + +2023-05-09 10:24:44,292 - yago11k - [INFO] - [Epoch 261]: Training Loss: 0.0011236, Valid MRR: 0.32365, + + + +2023-05-09 10:24:45,464 - yago11k - [INFO] - [E:262| 0]: Train Loss:0.0011071, Val MRR:0.32365, yago11k +2023-05-09 10:26:27,392 - yago11k - [INFO] - [E:262| 100]: Train Loss:0.0011221, Val MRR:0.32365, yago11k +2023-05-09 10:28:08,972 - yago11k - [INFO] - [E:262| 200]: Train Loss:0.0011225, Val MRR:0.32365, yago11k +2023-05-09 10:29:51,827 - yago11k - [INFO] - [E:262| 300]: Train Loss:0.0011229, Val MRR:0.32365, yago11k +2023-05-09 10:31:28,624 - yago11k - [INFO] - [E:262| 400]: Train Loss:0.0011232, Val MRR:0.32365, yago11k +2023-05-09 10:33:08,981 - yago11k - [INFO] - [E:262| 500]: Train Loss:0.0011231, Val MRR:0.32365, yago11k +2023-05-09 10:34:52,361 - yago11k - [INFO] - [E:262| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k +2023-05-09 10:34:52,362 - yago11k - [INFO] - [Epoch:262]: Training Loss:0.001123 + +2023-05-09 10:34:52,730 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:35:13,599 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:35:34,721 - yago11k - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.40776, Head : 0.23273, Avg : 0.32025 + +2023-05-09 10:35:34,721 - yago11k - [INFO] - [Epoch 262]: Training Loss: 0.0011233, Valid MRR: 0.32365, + + + +2023-05-09 10:35:35,817 - yago11k - [INFO] - [E:263| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k +2023-05-09 10:37:19,765 - yago11k - [INFO] - [E:263| 100]: Train Loss:0.0011202, Val MRR:0.32365, yago11k +2023-05-09 10:39:03,296 - yago11k - [INFO] - [E:263| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 10:40:36,683 - yago11k - [INFO] - [E:263| 300]: Train Loss:0.001122, Val MRR:0.32365, yago11k +2023-05-09 10:42:19,900 - yago11k - [INFO] - [E:263| 400]: Train Loss:0.0011224, Val MRR:0.32365, yago11k +2023-05-09 10:44:02,640 - yago11k - [INFO] - [E:263| 500]: Train Loss:0.0011228, Val MRR:0.32365, yago11k +2023-05-09 10:45:44,728 - yago11k - [INFO] - [E:263| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k +2023-05-09 10:45:44,728 - yago11k - [INFO] - [Epoch:263]: Training Loss:0.001123 + +2023-05-09 10:45:45,033 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:46:05,604 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:46:26,710 - yago11k - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.40593, Head : 0.23508, Avg : 0.3205 + +2023-05-09 10:46:26,710 - yago11k - [INFO] - [Epoch 263]: Training Loss: 0.0011233, Valid MRR: 0.32365, + + + +2023-05-09 10:46:27,832 - yago11k - [INFO] - [E:264| 0]: Train Loss:0.0010945, Val MRR:0.32365, yago11k +2023-05-09 10:48:11,250 - yago11k - [INFO] - [E:264| 100]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 10:49:44,111 - yago11k - [INFO] - [E:264| 200]: Train Loss:0.0011218, Val MRR:0.32365, yago11k +2023-05-09 10:51:26,878 - yago11k - [INFO] - [E:264| 300]: Train Loss:0.0011224, Val MRR:0.32365, yago11k +2023-05-09 10:53:09,841 - yago11k - [INFO] - [E:264| 400]: Train Loss:0.0011231, Val MRR:0.32365, yago11k +2023-05-09 10:54:54,016 - yago11k - [INFO] - [E:264| 500]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 10:56:37,605 - yago11k - [INFO] - [E:264| 600]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 10:56:37,606 - yago11k - [INFO] - [Epoch:264]: Training Loss:0.001123 + +2023-05-09 10:56:37,867 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:56:58,778 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:57:19,841 - yago11k - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.40901, Head : 0.23282, Avg : 0.32092 + +2023-05-09 10:57:19,841 - yago11k - [INFO] - [Epoch 264]: Training Loss: 0.001123, Valid MRR: 0.32365, + + + +2023-05-09 10:57:21,036 - yago11k - [INFO] - [E:265| 0]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 10:58:55,879 - yago11k - [INFO] - [E:265| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k +2023-05-09 11:00:38,460 - yago11k - [INFO] - [E:265| 200]: Train Loss:0.0011232, Val MRR:0.32365, yago11k +2023-05-09 11:02:21,564 - yago11k - [INFO] - [E:265| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 11:04:04,676 - yago11k - [INFO] - [E:265| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k +2023-05-09 11:05:47,747 - yago11k - [INFO] - [E:265| 500]: Train Loss:0.0011232, Val MRR:0.32365, yago11k +2023-05-09 11:07:19,817 - yago11k - [INFO] - [E:265| 600]: Train Loss:0.0011229, Val MRR:0.32365, yago11k +2023-05-09 11:07:19,817 - yago11k - [INFO] - [Epoch:265]: Training Loss:0.001123 + +2023-05-09 11:07:20,323 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:07:41,255 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:08:02,698 - yago11k - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.41063, Head : 0.23158, Avg : 0.32111 + +2023-05-09 11:08:02,698 - yago11k - [INFO] - [Epoch 265]: Training Loss: 0.0011229, Valid MRR: 0.32365, + + + +2023-05-09 11:08:03,552 - yago11k - [INFO] - [E:266| 0]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 11:09:46,561 - yago11k - [INFO] - [E:266| 100]: Train Loss:0.0011204, Val MRR:0.32365, yago11k +2023-05-09 11:11:30,321 - yago11k - [INFO] - [E:266| 200]: Train Loss:0.0011224, Val MRR:0.32365, yago11k +2023-05-09 11:13:14,304 - yago11k - [INFO] - [E:266| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 11:14:54,080 - yago11k - [INFO] - [E:266| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k +2023-05-09 11:16:31,040 - yago11k - [INFO] - [E:266| 500]: Train Loss:0.0011223, Val MRR:0.32365, yago11k +2023-05-09 11:18:13,277 - yago11k - [INFO] - [E:266| 600]: Train Loss:0.0011225, Val MRR:0.32365, yago11k +2023-05-09 11:18:13,278 - yago11k - [INFO] - [Epoch:266]: Training Loss:0.001123 + +2023-05-09 11:18:13,654 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:18:34,476 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:18:56,107 - yago11k - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.40551, Head : 0.23098, Avg : 0.31825 + +2023-05-09 11:18:56,107 - yago11k - [INFO] - [Epoch 266]: Training Loss: 0.0011225, Valid MRR: 0.32365, + + + +2023-05-09 11:18:56,963 - yago11k - [INFO] - [E:267| 0]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 11:20:39,738 - yago11k - [INFO] - [E:267| 100]: Train Loss:0.0011228, Val MRR:0.32365, yago11k +2023-05-09 11:22:22,739 - yago11k - [INFO] - [E:267| 200]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 11:23:55,673 - yago11k - [INFO] - [E:267| 300]: Train Loss:0.0011216, Val MRR:0.32365, yago11k +2023-05-09 11:25:38,301 - yago11k - [INFO] - [E:267| 400]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 11:27:22,193 - yago11k - [INFO] - [E:267| 500]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 11:29:04,719 - yago11k - [INFO] - [E:267| 600]: Train Loss:0.0011221, Val MRR:0.32365, yago11k +2023-05-09 11:29:04,719 - yago11k - [INFO] - [Epoch:267]: Training Loss:0.001122 + +2023-05-09 11:29:05,117 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:29:26,256 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:29:47,697 - yago11k - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.40734, Head : 0.23316, Avg : 0.32025 + +2023-05-09 11:29:47,698 - yago11k - [INFO] - [Epoch 267]: Training Loss: 0.0011221, Valid MRR: 0.32365, + + + +2023-05-09 11:29:48,539 - yago11k - [INFO] - [E:268| 0]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 11:31:31,871 - yago11k - [INFO] - [E:268| 100]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 11:33:04,341 - yago11k - [INFO] - [E:268| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 11:34:47,089 - yago11k - [INFO] - [E:268| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 11:36:29,606 - yago11k - [INFO] - [E:268| 400]: Train Loss:0.0011213, Val MRR:0.32365, yago11k +2023-05-09 11:38:12,476 - yago11k - [INFO] - [E:268| 500]: Train Loss:0.0011215, Val MRR:0.32365, yago11k +2023-05-09 11:39:54,985 - yago11k - [INFO] - [E:268| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 11:39:54,985 - yago11k - [INFO] - [Epoch:268]: Training Loss:0.001122 + +2023-05-09 11:39:55,478 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:40:15,974 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:40:37,270 - yago11k - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.40327, Head : 0.23219, Avg : 0.31773 + +2023-05-09 11:40:37,270 - yago11k - [INFO] - [Epoch 268]: Training Loss: 0.0011219, Valid MRR: 0.32365, + + + +2023-05-09 11:40:38,198 - yago11k - [INFO] - [E:269| 0]: Train Loss:0.0011067, Val MRR:0.32365, yago11k +2023-05-09 11:42:10,739 - yago11k - [INFO] - [E:269| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 11:43:53,779 - yago11k - [INFO] - [E:269| 200]: Train Loss:0.0011201, Val MRR:0.32365, yago11k +2023-05-09 11:45:37,045 - yago11k - [INFO] - [E:269| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 11:47:22,204 - yago11k - [INFO] - [E:269| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 11:49:05,007 - yago11k - [INFO] - [E:269| 500]: Train Loss:0.0011214, Val MRR:0.32365, yago11k +2023-05-09 11:50:37,227 - yago11k - [INFO] - [E:269| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 11:50:37,227 - yago11k - [INFO] - [Epoch:269]: Training Loss:0.001122 + +2023-05-09 11:50:37,623 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:50:58,830 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:51:19,872 - yago11k - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.40656, Head : 0.23263, Avg : 0.31959 + MR: Tail : 619.65, Head : 960.63, Avg : 790.14 + Hit-1: Tail : 0.32551, Head : 0.19172, Avg : 0.25861 + Hit-3: Tail : 0.43915, Head : 0.22909, Avg : 0.33412 + Hit-10: Tail : 0.57071, Head : 0.31662, Avg : 0.44366 +2023-05-09 11:51:19,872 - yago11k - [INFO] - [Epoch 269]: Training Loss: 0.0011219, Valid MRR: 0.32365, + + + +2023-05-09 11:51:21,004 - yago11k - [INFO] - [E:270| 0]: Train Loss:0.0011114, Val MRR:0.32365, yago11k +2023-05-09 11:53:04,243 - yago11k - [INFO] - [E:270| 100]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 11:54:47,197 - yago11k - [INFO] - [E:270| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k +2023-05-09 11:56:30,335 - yago11k - [INFO] - [E:270| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 11:58:10,659 - yago11k - [INFO] - [E:270| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 11:59:44,232 - yago11k - [INFO] - [E:270| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k +2023-05-09 12:01:26,577 - yago11k - [INFO] - [E:270| 600]: Train Loss:0.0011218, Val MRR:0.32365, yago11k +2023-05-09 12:01:26,577 - yago11k - [INFO] - [Epoch:270]: Training Loss:0.001122 + +2023-05-09 12:01:27,061 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:01:47,601 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:02:08,861 - yago11k - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.40651, Head : 0.23192, Avg : 0.31921 + +2023-05-09 12:02:08,861 - yago11k - [INFO] - [Epoch 270]: Training Loss: 0.0011218, Valid MRR: 0.32365, + + + +2023-05-09 12:02:10,037 - yago11k - [INFO] - [E:271| 0]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 12:03:53,596 - yago11k - [INFO] - [E:271| 100]: Train Loss:0.0011236, Val MRR:0.32365, yago11k +2023-05-09 12:05:37,238 - yago11k - [INFO] - [E:271| 200]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 12:07:10,954 - yago11k - [INFO] - [E:271| 300]: Train Loss:0.0011221, Val MRR:0.32365, yago11k +2023-05-09 12:08:54,062 - yago11k - [INFO] - [E:271| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 12:10:37,111 - yago11k - [INFO] - [E:271| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k +2023-05-09 12:12:19,930 - yago11k - [INFO] - [E:271| 600]: Train Loss:0.0011217, Val MRR:0.32365, yago11k +2023-05-09 12:12:19,930 - yago11k - [INFO] - [Epoch:271]: Training Loss:0.001122 + +2023-05-09 12:12:20,276 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:12:41,483 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:13:02,363 - yago11k - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.4096, Head : 0.23059, Avg : 0.32009 + +2023-05-09 12:13:02,363 - yago11k - [INFO] - [Epoch 271]: Training Loss: 0.0011217, Valid MRR: 0.32365, + + + +2023-05-09 12:13:03,602 - yago11k - [INFO] - [E:272| 0]: Train Loss:0.001131, Val MRR:0.32365, yago11k +2023-05-09 12:14:46,807 - yago11k - [INFO] - [E:272| 100]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 12:16:20,083 - yago11k - [INFO] - [E:272| 200]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 12:18:04,034 - yago11k - [INFO] - [E:272| 300]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 12:19:47,452 - yago11k - [INFO] - [E:272| 400]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 12:21:30,676 - yago11k - [INFO] - [E:272| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 12:23:12,937 - yago11k - [INFO] - [E:272| 600]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 12:23:12,937 - yago11k - [INFO] - [Epoch:272]: Training Loss:0.001121 + +2023-05-09 12:23:13,414 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:23:33,669 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:23:55,022 - yago11k - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.41193, Head : 0.23153, Avg : 0.32173 + +2023-05-09 12:23:55,022 - yago11k - [INFO] - [Epoch 272]: Training Loss: 0.0011211, Valid MRR: 0.32365, + + + +2023-05-09 12:23:55,925 - yago11k - [INFO] - [E:273| 0]: Train Loss:0.0011096, Val MRR:0.32365, yago11k +2023-05-09 12:25:28,803 - yago11k - [INFO] - [E:273| 100]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 12:27:12,100 - yago11k - [INFO] - [E:273| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 12:28:55,359 - yago11k - [INFO] - [E:273| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 12:30:38,321 - yago11k - [INFO] - [E:273| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 12:32:21,410 - yago11k - [INFO] - [E:273| 500]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 12:33:53,528 - yago11k - [INFO] - [E:273| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 12:33:53,528 - yago11k - [INFO] - [Epoch:273]: Training Loss:0.001121 + +2023-05-09 12:33:53,807 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:34:14,825 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:34:36,161 - yago11k - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.40589, Head : 0.23102, Avg : 0.31846 + +2023-05-09 12:34:36,161 - yago11k - [INFO] - [Epoch 273]: Training Loss: 0.0011212, Valid MRR: 0.32365, + + + +2023-05-09 12:34:37,196 - yago11k - [INFO] - [E:274| 0]: Train Loss:0.0012068, Val MRR:0.32365, yago11k +2023-05-09 12:36:22,978 - yago11k - [INFO] - [E:274| 100]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 12:38:06,604 - yago11k - [INFO] - [E:274| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 12:39:50,509 - yago11k - [INFO] - [E:274| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 12:41:34,378 - yago11k - [INFO] - [E:274| 400]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 12:43:06,972 - yago11k - [INFO] - [E:274| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 12:44:50,088 - yago11k - [INFO] - [E:274| 600]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 12:44:50,088 - yago11k - [INFO] - [Epoch:274]: Training Loss:0.001121 + +2023-05-09 12:44:50,469 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:45:11,440 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:45:32,581 - yago11k - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.40513, Head : 0.23149, Avg : 0.31831 + +2023-05-09 12:45:32,582 - yago11k - [INFO] - [Epoch 274]: Training Loss: 0.0011209, Valid MRR: 0.32365, + + + +2023-05-09 12:45:33,745 - yago11k - [INFO] - [E:275| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 12:47:16,445 - yago11k - [INFO] - [E:275| 100]: Train Loss:0.0011199, Val MRR:0.32365, yago11k +2023-05-09 12:48:59,336 - yago11k - [INFO] - [E:275| 200]: Train Loss:0.0011195, Val MRR:0.32365, yago11k +2023-05-09 12:50:33,760 - yago11k - [INFO] - [E:275| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 12:52:15,619 - yago11k - [INFO] - [E:275| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 12:53:58,953 - yago11k - [INFO] - [E:275| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 12:55:41,828 - yago11k - [INFO] - [E:275| 600]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 12:55:41,828 - yago11k - [INFO] - [Epoch:275]: Training Loss:0.001121 + +2023-05-09 12:55:42,225 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:56:03,324 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:56:24,659 - yago11k - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.40892, Head : 0.23216, Avg : 0.32054 + +2023-05-09 12:56:24,659 - yago11k - [INFO] - [Epoch 275]: Training Loss: 0.0011208, Valid MRR: 0.32365, + + + +2023-05-09 12:56:25,490 - yago11k - [INFO] - [E:276| 0]: Train Loss:0.0011079, Val MRR:0.32365, yago11k +2023-05-09 12:58:09,241 - yago11k - [INFO] - [E:276| 100]: Train Loss:0.0011213, Val MRR:0.32365, yago11k +2023-05-09 12:59:42,029 - yago11k - [INFO] - [E:276| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 13:01:24,743 - yago11k - [INFO] - [E:276| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 13:03:07,952 - yago11k - [INFO] - [E:276| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 13:04:50,838 - yago11k - [INFO] - [E:276| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 13:06:33,512 - yago11k - [INFO] - [E:276| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 13:06:33,512 - yago11k - [INFO] - [Epoch:276]: Training Loss:0.001121 + +2023-05-09 13:06:33,773 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:06:54,978 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:07:16,024 - yago11k - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.40725, Head : 0.23163, Avg : 0.31944 + +2023-05-09 13:07:16,024 - yago11k - [INFO] - [Epoch 276]: Training Loss: 0.0011212, Valid MRR: 0.32365, + + + +2023-05-09 13:07:17,225 - yago11k - [INFO] - [E:277| 0]: Train Loss:0.0011027, Val MRR:0.32365, yago11k +2023-05-09 13:08:50,012 - yago11k - [INFO] - [E:277| 100]: Train Loss:0.0011235, Val MRR:0.32365, yago11k +2023-05-09 13:10:33,035 - yago11k - [INFO] - [E:277| 200]: Train Loss:0.0011216, Val MRR:0.32365, yago11k +2023-05-09 13:12:16,311 - yago11k - [INFO] - [E:277| 300]: Train Loss:0.0011213, Val MRR:0.32365, yago11k +2023-05-09 13:13:59,205 - yago11k - [INFO] - [E:277| 400]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 13:15:42,071 - yago11k - [INFO] - [E:277| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 13:17:14,713 - yago11k - [INFO] - [E:277| 600]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 13:17:14,714 - yago11k - [INFO] - [Epoch:277]: Training Loss:0.001121 + +2023-05-09 13:17:14,975 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:17:36,055 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:17:56,911 - yago11k - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.40937, Head : 0.23364, Avg : 0.3215 + +2023-05-09 13:17:56,911 - yago11k - [INFO] - [Epoch 277]: Training Loss: 0.001121, Valid MRR: 0.32365, + + + +2023-05-09 13:17:57,992 - yago11k - [INFO] - [E:278| 0]: Train Loss:0.0011253, Val MRR:0.32365, yago11k +2023-05-09 13:19:41,158 - yago11k - [INFO] - [E:278| 100]: Train Loss:0.0011195, Val MRR:0.32365, yago11k +2023-05-09 13:21:24,526 - yago11k - [INFO] - [E:278| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k +2023-05-09 13:23:10,140 - yago11k - [INFO] - [E:278| 300]: Train Loss:0.0011194, Val MRR:0.32365, yago11k +2023-05-09 13:24:53,070 - yago11k - [INFO] - [E:278| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 13:26:26,667 - yago11k - [INFO] - [E:278| 500]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 13:28:08,208 - yago11k - [INFO] - [E:278| 600]: Train Loss:0.0011203, Val MRR:0.32365, yago11k +2023-05-09 13:28:08,208 - yago11k - [INFO] - [Epoch:278]: Training Loss:0.00112 + +2023-05-09 13:28:08,471 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:28:28,983 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:28:49,209 - yago11k - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.40757, Head : 0.23328, Avg : 0.32043 + +2023-05-09 13:28:49,209 - yago11k - [INFO] - [Epoch 278]: Training Loss: 0.0011203, Valid MRR: 0.32365, + + + +2023-05-09 13:28:50,273 - yago11k - [INFO] - [E:279| 0]: Train Loss:0.00111, Val MRR:0.32365, yago11k +2023-05-09 13:30:32,539 - yago11k - [INFO] - [E:279| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 13:32:16,337 - yago11k - [INFO] - [E:279| 200]: Train Loss:0.0011188, Val MRR:0.32365, yago11k +2023-05-09 13:33:49,137 - yago11k - [INFO] - [E:279| 300]: Train Loss:0.0011202, Val MRR:0.32365, yago11k +2023-05-09 13:35:32,320 - yago11k - [INFO] - [E:279| 400]: Train Loss:0.0011207, Val MRR:0.32365, yago11k +2023-05-09 13:37:15,770 - yago11k - [INFO] - [E:279| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 13:38:58,026 - yago11k - [INFO] - [E:279| 600]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 13:38:58,026 - yago11k - [INFO] - [Epoch:279]: Training Loss:0.00112 + +2023-05-09 13:38:58,375 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:39:19,305 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:39:40,696 - yago11k - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.41166, Head : 0.23372, Avg : 0.32269 + MR: Tail : 567.44, Head : 944.83, Avg : 756.13 + Hit-1: Tail : 0.3262, Head : 0.19269, Avg : 0.25945 + Hit-3: Tail : 0.45068, Head : 0.23062, Avg : 0.34065 + Hit-10: Tail : 0.57752, Head : 0.31273, Avg : 0.44512 +2023-05-09 13:39:40,696 - yago11k - [INFO] - [Epoch 279]: Training Loss: 0.0011205, Valid MRR: 0.32365, + + + +2023-05-09 13:39:41,801 - yago11k - [INFO] - [E:280| 0]: Train Loss:0.0011239, Val MRR:0.32365, yago11k +2023-05-09 13:41:24,980 - yago11k - [INFO] - [E:280| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 13:42:57,882 - yago11k - [INFO] - [E:280| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k +2023-05-09 13:44:41,446 - yago11k - [INFO] - [E:280| 300]: Train Loss:0.0011199, Val MRR:0.32365, yago11k +2023-05-09 13:46:24,106 - yago11k - [INFO] - [E:280| 400]: Train Loss:0.0011201, Val MRR:0.32365, yago11k +2023-05-09 13:48:08,024 - yago11k - [INFO] - [E:280| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 13:49:51,171 - yago11k - [INFO] - [E:280| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 13:49:51,172 - yago11k - [INFO] - [Epoch:280]: Training Loss:0.00112 + +2023-05-09 13:49:51,517 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:50:12,938 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:50:34,024 - yago11k - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.40967, Head : 0.23282, Avg : 0.32124 + +2023-05-09 13:50:34,024 - yago11k - [INFO] - [Epoch 280]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-05-09 13:50:35,158 - yago11k - [INFO] - [E:281| 0]: Train Loss:0.0011276, Val MRR:0.32365, yago11k +2023-05-09 13:52:08,131 - yago11k - [INFO] - [E:281| 100]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 13:53:50,703 - yago11k - [INFO] - [E:281| 200]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 13:55:33,586 - yago11k - [INFO] - [E:281| 300]: Train Loss:0.0011193, Val MRR:0.32365, yago11k +2023-05-09 13:57:16,587 - yago11k - [INFO] - [E:281| 400]: Train Loss:0.0011199, Val MRR:0.32365, yago11k +2023-05-09 13:58:59,929 - yago11k - [INFO] - [E:281| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 14:00:32,798 - yago11k - [INFO] - [E:281| 600]: Train Loss:0.0011201, Val MRR:0.32365, yago11k +2023-05-09 14:00:32,799 - yago11k - [INFO] - [Epoch:281]: Training Loss:0.00112 + +2023-05-09 14:00:33,143 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:00:54,362 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:01:15,588 - yago11k - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.40517, Head : 0.23246, Avg : 0.31882 + +2023-05-09 14:01:15,588 - yago11k - [INFO] - [Epoch 281]: Training Loss: 0.0011201, Valid MRR: 0.32365, + + + +2023-05-09 14:01:16,734 - yago11k - [INFO] - [E:282| 0]: Train Loss:0.0011626, Val MRR:0.32365, yago11k +2023-05-09 14:02:59,875 - yago11k - [INFO] - [E:282| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 14:04:44,321 - yago11k - [INFO] - [E:282| 200]: Train Loss:0.0011177, Val MRR:0.32365, yago11k +2023-05-09 14:06:28,165 - yago11k - [INFO] - [E:282| 300]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 14:08:11,917 - yago11k - [INFO] - [E:282| 400]: Train Loss:0.0011191, Val MRR:0.32365, yago11k +2023-05-09 14:09:45,114 - yago11k - [INFO] - [E:282| 500]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 14:11:29,553 - yago11k - [INFO] - [E:282| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 14:11:29,553 - yago11k - [INFO] - [Epoch:282]: Training Loss:0.00112 + +2023-05-09 14:11:30,055 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:11:50,757 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:12:12,287 - yago11k - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.40382, Head : 0.2326, Avg : 0.31821 + +2023-05-09 14:12:12,287 - yago11k - [INFO] - [Epoch 282]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-05-09 14:12:13,143 - yago11k - [INFO] - [E:283| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k +2023-05-09 14:13:56,644 - yago11k - [INFO] - [E:283| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k +2023-05-09 14:15:40,203 - yago11k - [INFO] - [E:283| 200]: Train Loss:0.0011207, Val MRR:0.32365, yago11k +2023-05-09 14:17:15,424 - yago11k - [INFO] - [E:283| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 14:18:56,548 - yago11k - [INFO] - [E:283| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 14:20:39,807 - yago11k - [INFO] - [E:283| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 14:22:22,066 - yago11k - [INFO] - [E:283| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 14:22:22,066 - yago11k - [INFO] - [Epoch:283]: Training Loss:0.00112 + +2023-05-09 14:22:22,420 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:22:43,672 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:23:04,673 - yago11k - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.40663, Head : 0.2335, Avg : 0.32007 + +2023-05-09 14:23:04,673 - yago11k - [INFO] - [Epoch 283]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-05-09 14:23:05,877 - yago11k - [INFO] - [E:284| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 14:24:49,153 - yago11k - [INFO] - [E:284| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 14:26:21,846 - yago11k - [INFO] - [E:284| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 14:28:04,907 - yago11k - [INFO] - [E:284| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 14:29:48,143 - yago11k - [INFO] - [E:284| 400]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 14:31:31,103 - yago11k - [INFO] - [E:284| 500]: Train Loss:0.0011189, Val MRR:0.32365, yago11k +2023-05-09 14:33:13,682 - yago11k - [INFO] - [E:284| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 14:33:13,683 - yago11k - [INFO] - [Epoch:284]: Training Loss:0.001119 + +2023-05-09 14:33:14,029 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:33:35,344 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:33:56,351 - yago11k - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.41157, Head : 0.23216, Avg : 0.32187 + +2023-05-09 14:33:56,351 - yago11k - [INFO] - [Epoch 284]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-05-09 14:33:57,551 - yago11k - [INFO] - [E:285| 0]: Train Loss:0.0011226, Val MRR:0.32365, yago11k +2023-05-09 14:35:30,354 - yago11k - [INFO] - [E:285| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k +2023-05-09 14:37:13,137 - yago11k - [INFO] - [E:285| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 14:38:56,408 - yago11k - [INFO] - [E:285| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 14:40:39,617 - yago11k - [INFO] - [E:285| 400]: Train Loss:0.0011194, Val MRR:0.32365, yago11k +2023-05-09 14:42:22,938 - yago11k - [INFO] - [E:285| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k +2023-05-09 14:43:55,229 - yago11k - [INFO] - [E:285| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 14:43:55,229 - yago11k - [INFO] - [Epoch:285]: Training Loss:0.001119 + +2023-05-09 14:43:55,573 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:44:16,844 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:44:38,011 - yago11k - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.40734, Head : 0.233, Avg : 0.32017 + +2023-05-09 14:44:38,012 - yago11k - [INFO] - [Epoch 285]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-05-09 14:44:39,179 - yago11k - [INFO] - [E:286| 0]: Train Loss:0.0011632, Val MRR:0.32365, yago11k +2023-05-09 14:46:22,872 - yago11k - [INFO] - [E:286| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 14:48:06,969 - yago11k - [INFO] - [E:286| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 14:49:50,739 - yago11k - [INFO] - [E:286| 300]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 14:51:34,126 - yago11k - [INFO] - [E:286| 400]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 14:53:07,010 - yago11k - [INFO] - [E:286| 500]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 14:54:49,138 - yago11k - [INFO] - [E:286| 600]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 14:54:49,138 - yago11k - [INFO] - [Epoch:286]: Training Loss:0.00112 + +2023-05-09 14:54:49,656 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:55:10,256 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:55:31,595 - yago11k - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.41439, Head : 0.23161, Avg : 0.323 + +2023-05-09 14:55:31,596 - yago11k - [INFO] - [Epoch 286]: Training Loss: 0.0011197, Valid MRR: 0.32365, + + + +2023-05-09 14:55:32,385 - yago11k - [INFO] - [E:287| 0]: Train Loss:0.0011281, Val MRR:0.32365, yago11k +2023-05-09 14:57:14,952 - yago11k - [INFO] - [E:287| 100]: Train Loss:0.0011181, Val MRR:0.32365, yago11k +2023-05-09 14:58:59,021 - yago11k - [INFO] - [E:287| 200]: Train Loss:0.0011178, Val MRR:0.32365, yago11k +2023-05-09 15:00:31,875 - yago11k - [INFO] - [E:287| 300]: Train Loss:0.0011179, Val MRR:0.32365, yago11k +2023-05-09 15:02:12,837 - yago11k - [INFO] - [E:287| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:03:55,903 - yago11k - [INFO] - [E:287| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k +2023-05-09 15:05:39,238 - yago11k - [INFO] - [E:287| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 15:05:39,238 - yago11k - [INFO] - [Epoch:287]: Training Loss:0.001119 + +2023-05-09 15:05:39,585 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:06:00,502 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:06:22,124 - yago11k - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.40807, Head : 0.23082, Avg : 0.31945 + +2023-05-09 15:06:22,125 - yago11k - [INFO] - [Epoch 287]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-05-09 15:06:23,027 - yago11k - [INFO] - [E:288| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 15:08:06,377 - yago11k - [INFO] - [E:288| 100]: Train Loss:0.0011188, Val MRR:0.32365, yago11k +2023-05-09 15:09:39,847 - yago11k - [INFO] - [E:288| 200]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 15:11:23,623 - yago11k - [INFO] - [E:288| 300]: Train Loss:0.0011207, Val MRR:0.32365, yago11k +2023-05-09 15:13:07,410 - yago11k - [INFO] - [E:288| 400]: Train Loss:0.0011202, Val MRR:0.32365, yago11k +2023-05-09 15:14:50,722 - yago11k - [INFO] - [E:288| 500]: Train Loss:0.0011196, Val MRR:0.32365, yago11k +2023-05-09 15:16:33,263 - yago11k - [INFO] - [E:288| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 15:16:33,263 - yago11k - [INFO] - [Epoch:288]: Training Loss:0.001119 + +2023-05-09 15:16:33,613 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:16:54,807 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:17:15,823 - yago11k - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.40734, Head : 0.23155, Avg : 0.31945 + +2023-05-09 15:17:15,824 - yago11k - [INFO] - [Epoch 288]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-05-09 15:17:17,022 - yago11k - [INFO] - [E:289| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 15:18:50,206 - yago11k - [INFO] - [E:289| 100]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 15:20:33,469 - yago11k - [INFO] - [E:289| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k +2023-05-09 15:22:16,293 - yago11k - [INFO] - [E:289| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 15:23:59,173 - yago11k - [INFO] - [E:289| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k +2023-05-09 15:25:41,911 - yago11k - [INFO] - [E:289| 500]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 15:27:14,275 - yago11k - [INFO] - [E:289| 600]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 15:27:14,276 - yago11k - [INFO] - [Epoch:289]: Training Loss:0.001119 + +2023-05-09 15:27:14,538 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:27:35,443 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:27:56,509 - yago11k - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.4093, Head : 0.23269, Avg : 0.321 + MR: Tail : 602.83, Head : 942.62, Avg : 772.73 + Hit-1: Tail : 0.32731, Head : 0.19061, Avg : 0.25896 + Hit-3: Tail : 0.44457, Head : 0.22992, Avg : 0.33725 + Hit-10: Tail : 0.57294, Head : 0.31467, Avg : 0.4438 +2023-05-09 15:27:56,510 - yago11k - [INFO] - [Epoch 289]: Training Loss: 0.0011187, Valid MRR: 0.32365, + + + +2023-05-09 15:27:57,704 - yago11k - [INFO] - [E:290| 0]: Train Loss:0.0011083, Val MRR:0.32365, yago11k +2023-05-09 15:29:41,362 - yago11k - [INFO] - [E:290| 100]: Train Loss:0.0011179, Val MRR:0.32365, yago11k +2023-05-09 15:31:24,568 - yago11k - [INFO] - [E:290| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 15:33:07,506 - yago11k - [INFO] - [E:290| 300]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 15:34:50,429 - yago11k - [INFO] - [E:290| 400]: Train Loss:0.0011189, Val MRR:0.32365, yago11k +2023-05-09 15:36:23,208 - yago11k - [INFO] - [E:290| 500]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 15:38:05,515 - yago11k - [INFO] - [E:290| 600]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:38:05,515 - yago11k - [INFO] - [Epoch:290]: Training Loss:0.001118 + +2023-05-09 15:38:05,916 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:38:26,559 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:38:47,969 - yago11k - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.40525, Head : 0.23373, Avg : 0.31949 + +2023-05-09 15:38:47,969 - yago11k - [INFO] - [Epoch 290]: Training Loss: 0.0011184, Valid MRR: 0.32365, + + + +2023-05-09 15:38:48,922 - yago11k - [INFO] - [E:291| 0]: Train Loss:0.0011285, Val MRR:0.32365, yago11k +2023-05-09 15:40:31,702 - yago11k - [INFO] - [E:291| 100]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 15:42:15,129 - yago11k - [INFO] - [E:291| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:43:51,936 - yago11k - [INFO] - [E:291| 300]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:45:31,814 - yago11k - [INFO] - [E:291| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:47:17,320 - yago11k - [INFO] - [E:291| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 15:48:59,883 - yago11k - [INFO] - [E:291| 600]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 15:48:59,884 - yago11k - [INFO] - [Epoch:291]: Training Loss:0.001119 + +2023-05-09 15:49:00,406 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:49:21,466 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:49:42,923 - yago11k - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.40707, Head : 0.23299, Avg : 0.32003 + +2023-05-09 15:49:42,924 - yago11k - [INFO] - [Epoch 291]: Training Loss: 0.0011186, Valid MRR: 0.32365, + + + +2023-05-09 15:49:44,027 - yago11k - [INFO] - [E:292| 0]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 15:51:27,936 - yago11k - [INFO] - [E:292| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 15:53:00,035 - yago11k - [INFO] - [E:292| 200]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 15:54:44,170 - yago11k - [INFO] - [E:292| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 15:56:27,194 - yago11k - [INFO] - [E:292| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 15:58:11,513 - yago11k - [INFO] - [E:292| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 15:59:54,245 - yago11k - [INFO] - [E:292| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 15:59:54,246 - yago11k - [INFO] - [Epoch:292]: Training Loss:0.001118 + +2023-05-09 15:59:54,626 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:00:16,082 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:00:37,352 - yago11k - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.40597, Head : 0.23299, Avg : 0.31948 + +2023-05-09 16:00:37,352 - yago11k - [INFO] - [Epoch 292]: Training Loss: 0.0011183, Valid MRR: 0.32365, + + + +2023-05-09 16:00:38,537 - yago11k - [INFO] - [E:293| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 16:02:10,759 - yago11k - [INFO] - [E:293| 100]: Train Loss:0.0011189, Val MRR:0.32365, yago11k +2023-05-09 16:03:53,960 - yago11k - [INFO] - [E:293| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 16:05:38,410 - yago11k - [INFO] - [E:293| 300]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 16:07:22,405 - yago11k - [INFO] - [E:293| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 16:09:06,699 - yago11k - [INFO] - [E:293| 500]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 16:10:38,095 - yago11k - [INFO] - [E:293| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 16:10:38,095 - yago11k - [INFO] - [Epoch:293]: Training Loss:0.001118 + +2023-05-09 16:10:38,561 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:10:59,893 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:11:21,151 - yago11k - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.40967, Head : 0.23281, Avg : 0.32124 + +2023-05-09 16:11:21,152 - yago11k - [INFO] - [Epoch 293]: Training Loss: 0.0011183, Valid MRR: 0.32365, + + + +2023-05-09 16:11:22,124 - yago11k - [INFO] - [E:294| 0]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 16:13:05,364 - yago11k - [INFO] - [E:294| 100]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 16:14:48,896 - yago11k - [INFO] - [E:294| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k +2023-05-09 16:16:31,855 - yago11k - [INFO] - [E:294| 300]: Train Loss:0.0011178, Val MRR:0.32365, yago11k +2023-05-09 16:18:15,692 - yago11k - [INFO] - [E:294| 400]: Train Loss:0.0011175, Val MRR:0.32365, yago11k +2023-05-09 16:19:47,995 - yago11k - [INFO] - [E:294| 500]: Train Loss:0.0011176, Val MRR:0.32365, yago11k +2023-05-09 16:21:31,701 - yago11k - [INFO] - [E:294| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 16:21:31,701 - yago11k - [INFO] - [Epoch:294]: Training Loss:0.001118 + +2023-05-09 16:21:32,080 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:21:53,566 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:22:14,823 - yago11k - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.40794, Head : 0.23421, Avg : 0.32108 + +2023-05-09 16:22:14,823 - yago11k - [INFO] - [Epoch 294]: Training Loss: 0.001118, Valid MRR: 0.32365, + + + +2023-05-09 16:22:16,001 - yago11k - [INFO] - [E:295| 0]: Train Loss:0.0010951, Val MRR:0.32365, yago11k +2023-05-09 16:24:00,157 - yago11k - [INFO] - [E:295| 100]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 16:25:44,700 - yago11k - [INFO] - [E:295| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 16:27:24,355 - yago11k - [INFO] - [E:295| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k +2023-05-09 16:29:02,004 - yago11k - [INFO] - [E:295| 400]: Train Loss:0.0011169, Val MRR:0.32365, yago11k +2023-05-09 16:30:43,768 - yago11k - [INFO] - [E:295| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 16:32:25,659 - yago11k - [INFO] - [E:295| 600]: Train Loss:0.0011177, Val MRR:0.32365, yago11k +2023-05-09 16:32:25,660 - yago11k - [INFO] - [Epoch:295]: Training Loss:0.001118 + +2023-05-09 16:32:26,059 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:32:47,556 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:33:08,731 - yago11k - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.41247, Head : 0.23445, Avg : 0.32346 + +2023-05-09 16:33:08,731 - yago11k - [INFO] - [Epoch 295]: Training Loss: 0.0011177, Valid MRR: 0.32365, + + + +2023-05-09 16:33:09,837 - yago11k - [INFO] - [E:296| 0]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 16:34:56,456 - yago11k - [INFO] - [E:296| 100]: Train Loss:0.0011176, Val MRR:0.32365, yago11k +2023-05-09 16:36:28,968 - yago11k - [INFO] - [E:296| 200]: Train Loss:0.0011168, Val MRR:0.32365, yago11k +2023-05-09 16:38:13,362 - yago11k - [INFO] - [E:296| 300]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 16:39:56,883 - yago11k - [INFO] - [E:296| 400]: Train Loss:0.0011176, Val MRR:0.32365, yago11k +2023-05-09 16:41:41,273 - yago11k - [INFO] - [E:296| 500]: Train Loss:0.0011179, Val MRR:0.32365, yago11k +2023-05-09 16:43:24,519 - yago11k - [INFO] - [E:296| 600]: Train Loss:0.0011176, Val MRR:0.32365, yago11k +2023-05-09 16:43:24,519 - yago11k - [INFO] - [Epoch:296]: Training Loss:0.001118 + +2023-05-09 16:43:24,862 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:43:46,305 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:44:07,643 - yago11k - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.41036, Head : 0.2343, Avg : 0.32233 + +2023-05-09 16:44:07,643 - yago11k - [INFO] - [Epoch 296]: Training Loss: 0.0011176, Valid MRR: 0.32365, + + + +2023-05-09 16:44:08,500 - yago11k - [INFO] - [E:297| 0]: Train Loss:0.0011215, Val MRR:0.32365, yago11k +2023-05-09 16:45:41,176 - yago11k - [INFO] - [E:297| 100]: Train Loss:0.001119, Val MRR:0.32365, yago11k +2023-05-09 16:47:25,570 - yago11k - [INFO] - [E:297| 200]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 16:49:09,890 - yago11k - [INFO] - [E:297| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 16:50:53,646 - yago11k - [INFO] - [E:297| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k +2023-05-09 16:52:38,433 - yago11k - [INFO] - [E:297| 500]: Train Loss:0.0011181, Val MRR:0.32365, yago11k +2023-05-09 16:54:09,876 - yago11k - [INFO] - [E:297| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 16:54:09,876 - yago11k - [INFO] - [Epoch:297]: Training Loss:0.001118 + +2023-05-09 16:54:10,140 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:54:31,888 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:54:52,566 - yago11k - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.40825, Head : 0.23418, Avg : 0.32121 + +2023-05-09 16:54:52,566 - yago11k - [INFO] - [Epoch 297]: Training Loss: 0.001118, Valid MRR: 0.32365, + + + +2023-05-09 16:54:53,774 - yago11k - [INFO] - [E:298| 0]: Train Loss:0.0010971, Val MRR:0.32365, yago11k +2023-05-09 16:56:37,607 - yago11k - [INFO] - [E:298| 100]: Train Loss:0.0011164, Val MRR:0.32365, yago11k +2023-05-09 16:58:21,062 - yago11k - [INFO] - [E:298| 200]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 17:00:04,276 - yago11k - [INFO] - [E:298| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k +2023-05-09 17:01:48,062 - yago11k - [INFO] - [E:298| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k +2023-05-09 17:03:20,630 - yago11k - [INFO] - [E:298| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 17:05:04,021 - yago11k - [INFO] - [E:298| 600]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 17:05:04,021 - yago11k - [INFO] - [Epoch:298]: Training Loss:0.001117 + +2023-05-09 17:05:04,347 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:05:25,537 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:05:46,184 - yago11k - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.40893, Head : 0.23246, Avg : 0.3207 + +2023-05-09 17:05:46,184 - yago11k - [INFO] - [Epoch 298]: Training Loss: 0.001117, Valid MRR: 0.32365, + + + +2023-05-09 17:05:47,243 - yago11k - [INFO] - [E:299| 0]: Train Loss:0.0010968, Val MRR:0.32365, yago11k +2023-05-09 17:07:31,217 - yago11k - [INFO] - [E:299| 100]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 17:09:15,027 - yago11k - [INFO] - [E:299| 200]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 17:10:48,257 - yago11k - [INFO] - [E:299| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 17:12:31,030 - yago11k - [INFO] - [E:299| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k +2023-05-09 17:14:15,278 - yago11k - [INFO] - [E:299| 500]: Train Loss:0.0011171, Val MRR:0.32365, yago11k +2023-05-09 17:15:58,916 - yago11k - [INFO] - [E:299| 600]: Train Loss:0.0011174, Val MRR:0.32365, yago11k +2023-05-09 17:15:58,916 - yago11k - [INFO] - [Epoch:299]: Training Loss:0.001117 + +2023-05-09 17:15:59,180 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:16:20,606 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:16:41,691 - yago11k - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.40906, Head : 0.23247, Avg : 0.32076 + MR: Tail : 594.74, Head : 969.11, Avg : 781.93 + Hit-1: Tail : 0.32495, Head : 0.1913, Avg : 0.25813 + Hit-3: Tail : 0.44651, Head : 0.22992, Avg : 0.33822 + Hit-10: Tail : 0.58099, Head : 0.31217, Avg : 0.44658 +2023-05-09 17:16:41,692 - yago11k - [INFO] - [Epoch 299]: Training Loss: 0.0011174, Valid MRR: 0.32365, + + + +2023-05-09 17:16:42,961 - yago11k - [INFO] - [E:300| 0]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 17:18:27,437 - yago11k - [INFO] - [E:300| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 17:20:01,152 - yago11k - [INFO] - [E:300| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 17:21:45,873 - yago11k - [INFO] - [E:300| 300]: Train Loss:0.0011175, Val MRR:0.32365, yago11k +2023-05-09 17:23:32,367 - yago11k - [INFO] - [E:300| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k +2023-05-09 17:25:17,491 - yago11k - [INFO] - [E:300| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 17:27:01,225 - yago11k - [INFO] - [E:300| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k +2023-05-09 17:27:01,226 - yago11k - [INFO] - [Epoch:300]: Training Loss:0.001117 + +2023-05-09 17:27:01,572 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:27:22,900 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:27:44,276 - yago11k - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.4078, Head : 0.23395, Avg : 0.32088 + +2023-05-09 17:27:44,276 - yago11k - [INFO] - [Epoch 300]: Training Loss: 0.0011172, Valid MRR: 0.32365, + + + +2023-05-09 17:27:45,155 - yago11k - [INFO] - [E:301| 0]: Train Loss:0.0010967, Val MRR:0.32365, yago11k +2023-05-09 17:29:17,391 - yago11k - [INFO] - [E:301| 100]: Train Loss:0.0011148, Val MRR:0.32365, yago11k +2023-05-09 17:31:01,713 - yago11k - [INFO] - [E:301| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 17:32:45,292 - yago11k - [INFO] - [E:301| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 17:34:29,715 - yago11k - [INFO] - [E:301| 400]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 17:36:14,237 - yago11k - [INFO] - [E:301| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 17:37:45,906 - yago11k - [INFO] - [E:301| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k +2023-05-09 17:37:45,907 - yago11k - [INFO] - [Epoch:301]: Training Loss:0.001117 + +2023-05-09 17:37:46,425 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:38:07,579 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:38:28,785 - yago11k - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.40991, Head : 0.23299, Avg : 0.32145 + +2023-05-09 17:38:28,785 - yago11k - [INFO] - [Epoch 301]: Training Loss: 0.0011169, Valid MRR: 0.32365, + + + +2023-05-09 17:38:29,962 - yago11k - [INFO] - [E:302| 0]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 17:40:14,561 - yago11k - [INFO] - [E:302| 100]: Train Loss:0.0011177, Val MRR:0.32365, yago11k +2023-05-09 17:41:58,896 - yago11k - [INFO] - [E:302| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 17:43:43,185 - yago11k - [INFO] - [E:302| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 17:45:26,196 - yago11k - [INFO] - [E:302| 400]: Train Loss:0.0011172, Val MRR:0.32365, yago11k +2023-05-09 17:47:01,699 - yago11k - [INFO] - [E:302| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k +2023-05-09 17:48:45,472 - yago11k - [INFO] - [E:302| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k +2023-05-09 17:48:45,472 - yago11k - [INFO] - [Epoch:302]: Training Loss:0.001117 + +2023-05-09 17:48:45,822 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:49:07,578 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:49:28,720 - yago11k - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.40947, Head : 0.23149, Avg : 0.32048 + +2023-05-09 17:49:28,720 - yago11k - [INFO] - [Epoch 302]: Training Loss: 0.0011172, Valid MRR: 0.32365, + + + +2023-05-09 17:49:29,808 - yago11k - [INFO] - [E:303| 0]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 17:51:14,266 - yago11k - [INFO] - [E:303| 100]: Train Loss:0.0011172, Val MRR:0.32365, yago11k +2023-05-09 17:52:58,259 - yago11k - [INFO] - [E:303| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 17:54:30,813 - yago11k - [INFO] - [E:303| 300]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 17:56:14,710 - yago11k - [INFO] - [E:303| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k +2023-05-09 17:57:58,113 - yago11k - [INFO] - [E:303| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k +2023-05-09 17:59:41,229 - yago11k - [INFO] - [E:303| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k +2023-05-09 17:59:41,230 - yago11k - [INFO] - [Epoch:303]: Training Loss:0.001117 + +2023-05-09 17:59:41,748 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:00:03,119 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:00:24,559 - yago11k - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.41116, Head : 0.23309, Avg : 0.32213 + +2023-05-09 18:00:24,559 - yago11k - [INFO] - [Epoch 303]: Training Loss: 0.0011169, Valid MRR: 0.32365, + + + +2023-05-09 18:00:25,361 - yago11k - [INFO] - [E:304| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 18:02:06,722 - yago11k - [INFO] - [E:304| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 18:03:38,767 - yago11k - [INFO] - [E:304| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k +2023-05-09 18:05:23,141 - yago11k - [INFO] - [E:304| 300]: Train Loss:0.0011169, Val MRR:0.32365, yago11k +2023-05-09 18:07:07,205 - yago11k - [INFO] - [E:304| 400]: Train Loss:0.0011164, Val MRR:0.32365, yago11k +2023-05-09 18:08:50,540 - yago11k - [INFO] - [E:304| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 18:10:35,983 - yago11k - [INFO] - [E:304| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k +2023-05-09 18:10:35,983 - yago11k - [INFO] - [Epoch:304]: Training Loss:0.001116 + +2023-05-09 18:10:36,507 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:10:58,195 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:11:18,964 - yago11k - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.41044, Head : 0.23417, Avg : 0.32231 + +2023-05-09 18:11:18,964 - yago11k - [INFO] - [Epoch 304]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-05-09 18:11:20,041 - yago11k - [INFO] - [E:305| 0]: Train Loss:0.0010869, Val MRR:0.32365, yago11k +2023-05-09 18:12:52,424 - yago11k - [INFO] - [E:305| 100]: Train Loss:0.0011127, Val MRR:0.32365, yago11k +2023-05-09 18:14:37,026 - yago11k - [INFO] - [E:305| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 18:16:20,555 - yago11k - [INFO] - [E:305| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 18:18:04,293 - yago11k - [INFO] - [E:305| 400]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 18:19:48,805 - yago11k - [INFO] - [E:305| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 18:21:20,258 - yago11k - [INFO] - [E:305| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k +2023-05-09 18:21:20,258 - yago11k - [INFO] - [Epoch:305]: Training Loss:0.001116 + +2023-05-09 18:21:20,521 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:21:42,094 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:22:03,165 - yago11k - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.41041, Head : 0.23359, Avg : 0.322 + +2023-05-09 18:22:03,165 - yago11k - [INFO] - [Epoch 305]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-05-09 18:22:04,351 - yago11k - [INFO] - [E:306| 0]: Train Loss:0.0011121, Val MRR:0.32365, yago11k +2023-05-09 18:23:47,593 - yago11k - [INFO] - [E:306| 100]: Train Loss:0.0011155, Val MRR:0.32365, yago11k +2023-05-09 18:25:31,843 - yago11k - [INFO] - [E:306| 200]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 18:27:15,303 - yago11k - [INFO] - [E:306| 300]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 18:28:53,759 - yago11k - [INFO] - [E:306| 400]: Train Loss:0.0011165, Val MRR:0.32365, yago11k +2023-05-09 18:30:32,672 - yago11k - [INFO] - [E:306| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 18:32:15,797 - yago11k - [INFO] - [E:306| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k +2023-05-09 18:32:15,797 - yago11k - [INFO] - [Epoch:306]: Training Loss:0.001116 + +2023-05-09 18:32:16,237 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:32:37,069 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:32:58,161 - yago11k - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.40855, Head : 0.23352, Avg : 0.32103 + +2023-05-09 18:32:58,161 - yago11k - [INFO] - [Epoch 306]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-05-09 18:32:59,223 - yago11k - [INFO] - [E:307| 0]: Train Loss:0.0011195, Val MRR:0.32365, yago11k +2023-05-09 18:34:42,871 - yago11k - [INFO] - [E:307| 100]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 18:36:26,289 - yago11k - [INFO] - [E:307| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 18:37:58,211 - yago11k - [INFO] - [E:307| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k +2023-05-09 18:39:42,649 - yago11k - [INFO] - [E:307| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 18:41:26,309 - yago11k - [INFO] - [E:307| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 18:43:09,353 - yago11k - [INFO] - [E:307| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 18:43:09,353 - yago11k - [INFO] - [Epoch:307]: Training Loss:0.001116 + +2023-05-09 18:43:09,709 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:43:30,867 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:43:51,670 - yago11k - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.41022, Head : 0.23268, Avg : 0.32145 + +2023-05-09 18:43:51,671 - yago11k - [INFO] - [Epoch 307]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-05-09 18:43:52,873 - yago11k - [INFO] - [E:308| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k +2023-05-09 18:45:36,401 - yago11k - [INFO] - [E:308| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k +2023-05-09 18:47:08,980 - yago11k - [INFO] - [E:308| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 18:48:52,577 - yago11k - [INFO] - [E:308| 300]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 18:50:35,686 - yago11k - [INFO] - [E:308| 400]: Train Loss:0.0011162, Val MRR:0.32365, yago11k +2023-05-09 18:52:19,075 - yago11k - [INFO] - [E:308| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 18:54:02,176 - yago11k - [INFO] - [E:308| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 18:54:02,176 - yago11k - [INFO] - [Epoch:308]: Training Loss:0.001116 + +2023-05-09 18:54:02,504 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:54:23,615 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:54:44,438 - yago11k - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.41126, Head : 0.23335, Avg : 0.3223 + +2023-05-09 18:54:44,438 - yago11k - [INFO] - [Epoch 308]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-05-09 18:54:45,091 - yago11k - [INFO] - [E:309| 0]: Train Loss:0.0011241, Val MRR:0.32365, yago11k +2023-05-09 18:56:18,650 - yago11k - [INFO] - [E:309| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 18:58:03,397 - yago11k - [INFO] - [E:309| 200]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 18:59:49,220 - yago11k - [INFO] - [E:309| 300]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 19:01:33,396 - yago11k - [INFO] - [E:309| 400]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 19:03:16,544 - yago11k - [INFO] - [E:309| 500]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 19:04:47,827 - yago11k - [INFO] - [E:309| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 19:04:47,827 - yago11k - [INFO] - [Epoch:309]: Training Loss:0.001116 + +2023-05-09 19:04:48,173 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:05:09,888 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:05:30,930 - yago11k - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.41148, Head : 0.23144, Avg : 0.32146 + MR: Tail : 606.41, Head : 981.81, Avg : 794.11 + Hit-1: Tail : 0.32704, Head : 0.19019, Avg : 0.25861 + Hit-3: Tail : 0.44776, Head : 0.22867, Avg : 0.33822 + Hit-10: Tail : 0.57669, Head : 0.30911, Avg : 0.4429 +2023-05-09 19:05:30,930 - yago11k - [INFO] - [Epoch 309]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-05-09 19:05:32,067 - yago11k - [INFO] - [E:310| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k +2023-05-09 19:07:16,041 - yago11k - [INFO] - [E:310| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 19:09:00,501 - yago11k - [INFO] - [E:310| 200]: Train Loss:0.0011147, Val MRR:0.32365, yago11k +2023-05-09 19:10:44,273 - yago11k - [INFO] - [E:310| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k +2023-05-09 19:12:23,299 - yago11k - [INFO] - [E:310| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 19:14:01,605 - yago11k - [INFO] - [E:310| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 19:15:45,832 - yago11k - [INFO] - [E:310| 600]: Train Loss:0.0011155, Val MRR:0.32365, yago11k +2023-05-09 19:15:45,832 - yago11k - [INFO] - [Epoch:310]: Training Loss:0.001116 + +2023-05-09 19:15:46,332 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:16:08,079 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:16:29,322 - yago11k - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.41007, Head : 0.23349, Avg : 0.32178 + +2023-05-09 19:16:29,322 - yago11k - [INFO] - [Epoch 310]: Training Loss: 0.0011155, Valid MRR: 0.32365, + + + +2023-05-09 19:16:30,520 - yago11k - [INFO] - [E:311| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k +2023-05-09 19:18:15,283 - yago11k - [INFO] - [E:311| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:20:00,632 - yago11k - [INFO] - [E:311| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 19:21:33,823 - yago11k - [INFO] - [E:311| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:23:17,208 - yago11k - [INFO] - [E:311| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 19:25:01,338 - yago11k - [INFO] - [E:311| 500]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:26:44,625 - yago11k - [INFO] - [E:311| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:26:44,625 - yago11k - [INFO] - [Epoch:311]: Training Loss:0.001116 + +2023-05-09 19:26:44,925 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:27:06,349 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:27:27,671 - yago11k - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.40918, Head : 0.23371, Avg : 0.32144 + +2023-05-09 19:27:27,671 - yago11k - [INFO] - [Epoch 311]: Training Loss: 0.0011157, Valid MRR: 0.32365, + + + +2023-05-09 19:27:28,849 - yago11k - [INFO] - [E:312| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k +2023-05-09 19:29:14,500 - yago11k - [INFO] - [E:312| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k +2023-05-09 19:30:46,916 - yago11k - [INFO] - [E:312| 200]: Train Loss:0.0011164, Val MRR:0.32365, yago11k +2023-05-09 19:32:28,903 - yago11k - [INFO] - [E:312| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 19:34:10,772 - yago11k - [INFO] - [E:312| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 19:35:55,458 - yago11k - [INFO] - [E:312| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 19:37:40,301 - yago11k - [INFO] - [E:312| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:37:40,301 - yago11k - [INFO] - [Epoch:312]: Training Loss:0.001116 + +2023-05-09 19:37:40,563 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:38:02,278 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:38:15,821 - yago11k - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.41165, Head : 0.2318, Avg : 0.32172 + +2023-05-09 19:38:15,821 - yago11k - [INFO] - [Epoch 312]: Training Loss: 0.0011157, Valid MRR: 0.32365, + + + +2023-05-09 19:38:16,484 - yago11k - [INFO] - [E:313| 0]: Train Loss:0.0011063, Val MRR:0.32365, yago11k +2023-05-09 19:39:55,612 - yago11k - [INFO] - [E:313| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 19:41:40,311 - yago11k - [INFO] - [E:313| 200]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 19:43:24,893 - yago11k - [INFO] - [E:313| 300]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 19:45:09,027 - yago11k - [INFO] - [E:313| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:46:55,750 - yago11k - [INFO] - [E:313| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 19:48:28,726 - yago11k - [INFO] - [E:313| 600]: Train Loss:0.0011156, Val MRR:0.32365, yago11k +2023-05-09 19:48:28,727 - yago11k - [INFO] - [Epoch:313]: Training Loss:0.001116 + +2023-05-09 19:48:29,073 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:48:50,559 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:49:11,880 - yago11k - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.41262, Head : 0.23407, Avg : 0.32334 + +2023-05-09 19:49:11,880 - yago11k - [INFO] - [Epoch 313]: Training Loss: 0.0011156, Valid MRR: 0.32365, + + + +2023-05-09 19:49:12,964 - yago11k - [INFO] - [E:314| 0]: Train Loss:0.0011078, Val MRR:0.32365, yago11k +2023-05-09 19:50:57,133 - yago11k - [INFO] - [E:314| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:52:41,415 - yago11k - [INFO] - [E:314| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 19:54:25,599 - yago11k - [INFO] - [E:314| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 19:55:58,280 - yago11k - [INFO] - [E:314| 400]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:57:42,187 - yago11k - [INFO] - [E:314| 500]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:59:25,115 - yago11k - [INFO] - [E:314| 600]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:59:25,116 - yago11k - [INFO] - [Epoch:314]: Training Loss:0.001115 + +2023-05-09 19:59:25,387 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:59:47,028 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:00:08,077 - yago11k - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.41153, Head : 0.23455, Avg : 0.32304 + +2023-05-09 20:00:08,077 - yago11k - [INFO] - [Epoch 314]: Training Loss: 0.0011154, Valid MRR: 0.32365, + + + +2023-05-09 20:00:09,255 - yago11k - [INFO] - [E:315| 0]: Train Loss:0.0011061, Val MRR:0.32365, yago11k +2023-05-09 20:01:53,680 - yago11k - [INFO] - [E:315| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 20:03:38,252 - yago11k - [INFO] - [E:315| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 20:05:10,322 - yago11k - [INFO] - [E:315| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 20:06:54,528 - yago11k - [INFO] - [E:315| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 20:08:39,006 - yago11k - [INFO] - [E:315| 500]: Train Loss:0.001115, Val MRR:0.32365, yago11k +2023-05-09 20:10:22,975 - yago11k - [INFO] - [E:315| 600]: Train Loss:0.0011148, Val MRR:0.32365, yago11k +2023-05-09 20:10:22,976 - yago11k - [INFO] - [Epoch:315]: Training Loss:0.001115 + +2023-05-09 20:10:23,467 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:10:44,868 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:11:05,714 - yago11k - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.41078, Head : 0.23266, Avg : 0.32172 + +2023-05-09 20:11:05,714 - yago11k - [INFO] - [Epoch 315]: Training Loss: 0.0011148, Valid MRR: 0.32365, + + + +2023-05-09 20:11:06,792 - yago11k - [INFO] - [E:316| 0]: Train Loss:0.0011057, Val MRR:0.32365, yago11k +2023-05-09 20:12:51,442 - yago11k - [INFO] - [E:316| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 20:14:24,071 - yago11k - [INFO] - [E:316| 200]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 20:16:07,990 - yago11k - [INFO] - [E:316| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 20:17:52,137 - yago11k - [INFO] - [E:316| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 20:19:37,120 - yago11k - [INFO] - [E:316| 500]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 20:21:21,672 - yago11k - [INFO] - [E:316| 600]: Train Loss:0.001115, Val MRR:0.32365, yago11k +2023-05-09 20:21:21,673 - yago11k - [INFO] - [Epoch:316]: Training Loss:0.001115 + +2023-05-09 20:21:22,157 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:21:42,760 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:21:54,839 - yago11k - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.41337, Head : 0.23383, Avg : 0.3236 + +2023-05-09 20:21:54,839 - yago11k - [INFO] - [Epoch 316]: Training Loss: 0.001115, Valid MRR: 0.32365, + + + +2023-05-09 20:21:55,487 - yago11k - [INFO] - [E:317| 0]: Train Loss:0.0010979, Val MRR:0.32365, yago11k +2023-05-09 20:23:36,849 - yago11k - [INFO] - [E:317| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 20:25:20,564 - yago11k - [INFO] - [E:317| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k +2023-05-09 20:27:05,671 - yago11k - [INFO] - [E:317| 300]: Train Loss:0.001113, Val MRR:0.32365, yago11k +2023-05-09 20:28:49,707 - yago11k - [INFO] - [E:317| 400]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 20:30:29,190 - yago11k - [INFO] - [E:317| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k +2023-05-09 20:32:05,413 - yago11k - [INFO] - [E:317| 600]: Train Loss:0.0011147, Val MRR:0.32365, yago11k +2023-05-09 20:32:05,414 - yago11k - [INFO] - [Epoch:317]: Training Loss:0.001115 + +2023-05-09 20:32:05,677 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:32:27,356 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:32:48,370 - yago11k - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.41041, Head : 0.23254, Avg : 0.32148 + +2023-05-09 20:32:48,370 - yago11k - [INFO] - [Epoch 317]: Training Loss: 0.0011147, Valid MRR: 0.32365, + + + +2023-05-09 20:32:49,599 - yago11k - [INFO] - [E:318| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k +2023-05-09 20:34:34,977 - yago11k - [INFO] - [E:318| 100]: Train Loss:0.001113, Val MRR:0.32365, yago11k +2023-05-09 20:36:18,163 - yago11k - [INFO] - [E:318| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 20:38:02,095 - yago11k - [INFO] - [E:318| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 20:39:34,660 - yago11k - [INFO] - [E:318| 400]: Train Loss:0.0011147, Val MRR:0.32365, yago11k +2023-05-09 20:41:18,098 - yago11k - [INFO] - [E:318| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 20:43:00,633 - yago11k - [INFO] - [E:318| 600]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 20:43:00,633 - yago11k - [INFO] - [Epoch:318]: Training Loss:0.001115 + +2023-05-09 20:43:00,983 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:43:22,726 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:43:43,882 - yago11k - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.413, Head : 0.23386, Avg : 0.32343 + +2023-05-09 20:43:43,882 - yago11k - [INFO] - [Epoch 318]: Training Loss: 0.0011153, Valid MRR: 0.32365, + + + +2023-05-09 20:43:44,985 - yago11k - [INFO] - [E:319| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k +2023-05-09 20:45:29,798 - yago11k - [INFO] - [E:319| 100]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 20:47:14,598 - yago11k - [INFO] - [E:319| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 20:48:47,359 - yago11k - [INFO] - [E:319| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k +2023-05-09 20:50:31,508 - yago11k - [INFO] - [E:319| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 20:52:15,717 - yago11k - [INFO] - [E:319| 500]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 20:53:58,944 - yago11k - [INFO] - [E:319| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 20:53:58,945 - yago11k - [INFO] - [Epoch:319]: Training Loss:0.001114 + +2023-05-09 20:53:59,344 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:54:21,089 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:54:42,550 - yago11k - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.41228, Head : 0.23337, Avg : 0.32283 + MR: Tail : 635.77, Head : 987.77, Avg : 811.77 + Hit-1: Tail : 0.32856, Head : 0.19047, Avg : 0.25952 + Hit-3: Tail : 0.44832, Head : 0.23173, Avg : 0.34003 + Hit-10: Tail : 0.57697, Head : 0.31495, Avg : 0.44596 +2023-05-09 20:54:42,550 - yago11k - [INFO] - [Epoch 319]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-05-09 20:54:43,406 - yago11k - [INFO] - [E:320| 0]: Train Loss:0.0011021, Val MRR:0.32365, yago11k +2023-05-09 20:56:28,455 - yago11k - [INFO] - [E:320| 100]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 20:58:01,685 - yago11k - [INFO] - [E:320| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 20:59:45,912 - yago11k - [INFO] - [E:320| 300]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 21:01:30,261 - yago11k - [INFO] - [E:320| 400]: Train Loss:0.0011149, Val MRR:0.32365, yago11k +2023-05-09 21:03:13,231 - yago11k - [INFO] - [E:320| 500]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 21:04:54,130 - yago11k - [INFO] - [E:320| 600]: Train Loss:0.0011149, Val MRR:0.32365, yago11k +2023-05-09 21:04:54,130 - yago11k - [INFO] - [Epoch:320]: Training Loss:0.001115 + +2023-05-09 21:04:54,393 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:05:09,361 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:05:21,783 - yago11k - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.40973, Head : 0.23273, Avg : 0.32123 + +2023-05-09 21:05:21,783 - yago11k - [INFO] - [Epoch 320]: Training Loss: 0.0011149, Valid MRR: 0.32365, + + + +2023-05-09 21:05:22,780 - yago11k - [INFO] - [E:321| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k +2023-05-09 21:07:07,524 - yago11k - [INFO] - [E:321| 100]: Train Loss:0.0011128, Val MRR:0.32365, yago11k +2023-05-09 21:08:52,222 - yago11k - [INFO] - [E:321| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:10:36,098 - yago11k - [INFO] - [E:321| 300]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 21:12:19,692 - yago11k - [INFO] - [E:321| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 21:13:57,174 - yago11k - [INFO] - [E:321| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:15:36,341 - yago11k - [INFO] - [E:321| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 21:15:36,341 - yago11k - [INFO] - [Epoch:321]: Training Loss:0.001114 + +2023-05-09 21:15:36,786 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:15:57,772 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:16:18,617 - yago11k - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.40885, Head : 0.23414, Avg : 0.32149 + +2023-05-09 21:16:18,618 - yago11k - [INFO] - [Epoch 321]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-05-09 21:16:19,670 - yago11k - [INFO] - [E:322| 0]: Train Loss:0.001111, Val MRR:0.32365, yago11k +2023-05-09 21:18:03,618 - yago11k - [INFO] - [E:322| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 21:19:47,095 - yago11k - [INFO] - [E:322| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 21:21:31,627 - yago11k - [INFO] - [E:322| 300]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 21:23:06,252 - yago11k - [INFO] - [E:322| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 21:24:50,697 - yago11k - [INFO] - [E:322| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k +2023-05-09 21:26:35,634 - yago11k - [INFO] - [E:322| 600]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 21:26:35,634 - yago11k - [INFO] - [Epoch:322]: Training Loss:0.001114 + +2023-05-09 21:26:35,898 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:26:57,767 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:27:18,782 - yago11k - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.40888, Head : 0.23247, Avg : 0.32067 + +2023-05-09 21:27:18,782 - yago11k - [INFO] - [Epoch 322]: Training Loss: 0.0011145, Valid MRR: 0.32365, + + + +2023-05-09 21:27:20,008 - yago11k - [INFO] - [E:323| 0]: Train Loss:0.0011363, Val MRR:0.32365, yago11k +2023-05-09 21:29:05,027 - yago11k - [INFO] - [E:323| 100]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 21:30:49,469 - yago11k - [INFO] - [E:323| 200]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 21:32:22,244 - yago11k - [INFO] - [E:323| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k +2023-05-09 21:34:06,200 - yago11k - [INFO] - [E:323| 400]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 21:35:51,060 - yago11k - [INFO] - [E:323| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:37:34,440 - yago11k - [INFO] - [E:323| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 21:37:34,440 - yago11k - [INFO] - [Epoch:323]: Training Loss:0.001114 + +2023-05-09 21:37:34,837 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:37:56,451 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:38:17,991 - yago11k - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.40911, Head : 0.23274, Avg : 0.32093 + +2023-05-09 21:38:17,991 - yago11k - [INFO] - [Epoch 323]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-05-09 21:38:18,844 - yago11k - [INFO] - [E:324| 0]: Train Loss:0.0011072, Val MRR:0.32365, yago11k +2023-05-09 21:40:00,686 - yago11k - [INFO] - [E:324| 100]: Train Loss:0.0011156, Val MRR:0.32365, yago11k +2023-05-09 21:41:36,301 - yago11k - [INFO] - [E:324| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 21:43:20,947 - yago11k - [INFO] - [E:324| 300]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 21:45:05,574 - yago11k - [INFO] - [E:324| 400]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 21:46:51,027 - yago11k - [INFO] - [E:324| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 21:48:34,739 - yago11k - [INFO] - [E:324| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 21:48:34,739 - yago11k - [INFO] - [Epoch:324]: Training Loss:0.001114 + +2023-05-09 21:48:35,222 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:48:48,926 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:49:03,575 - yago11k - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.40855, Head : 0.2335, Avg : 0.32102 + +2023-05-09 21:49:03,575 - yago11k - [INFO] - [Epoch 324]: Training Loss: 0.001114, Valid MRR: 0.32365, + + + +2023-05-09 21:49:04,553 - yago11k - [INFO] - [E:325| 0]: Train Loss:0.0010929, Val MRR:0.32365, yago11k +2023-05-09 21:50:49,050 - yago11k - [INFO] - [E:325| 100]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 21:52:33,218 - yago11k - [INFO] - [E:325| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:54:17,801 - yago11k - [INFO] - [E:325| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 21:56:01,887 - yago11k - [INFO] - [E:325| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 21:57:36,968 - yago11k - [INFO] - [E:325| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 21:59:18,967 - yago11k - [INFO] - [E:325| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:59:18,967 - yago11k - [INFO] - [Epoch:325]: Training Loss:0.001114 + +2023-05-09 21:59:19,487 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:59:40,670 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:00:01,454 - yago11k - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.41098, Head : 0.23176, Avg : 0.32137 + +2023-05-09 22:00:01,455 - yago11k - [INFO] - [Epoch 325]: Training Loss: 0.0011139, Valid MRR: 0.32365, + + + +2023-05-09 22:00:02,677 - yago11k - [INFO] - [E:326| 0]: Train Loss:0.0010849, Val MRR:0.32365, yago11k +2023-05-09 22:01:47,213 - yago11k - [INFO] - [E:326| 100]: Train Loss:0.001115, Val MRR:0.32365, yago11k +2023-05-09 22:03:31,128 - yago11k - [INFO] - [E:326| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:05:16,348 - yago11k - [INFO] - [E:326| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 22:06:49,005 - yago11k - [INFO] - [E:326| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:08:32,799 - yago11k - [INFO] - [E:326| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 22:10:15,824 - yago11k - [INFO] - [E:326| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 22:10:15,825 - yago11k - [INFO] - [Epoch:326]: Training Loss:0.001114 + +2023-05-09 22:10:16,177 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:10:39,989 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:11:00,822 - yago11k - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.40987, Head : 0.23197, Avg : 0.32092 + +2023-05-09 22:11:00,822 - yago11k - [INFO] - [Epoch 326]: Training Loss: 0.0011139, Valid MRR: 0.32365, + + + +2023-05-09 22:11:02,029 - yago11k - [INFO] - [E:327| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 22:12:45,862 - yago11k - [INFO] - [E:327| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k +2023-05-09 22:14:30,567 - yago11k - [INFO] - [E:327| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:16:03,444 - yago11k - [INFO] - [E:327| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 22:17:47,041 - yago11k - [INFO] - [E:327| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 22:19:31,372 - yago11k - [INFO] - [E:327| 500]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 22:21:15,139 - yago11k - [INFO] - [E:327| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 22:21:15,139 - yago11k - [INFO] - [Epoch:327]: Training Loss:0.001114 + +2023-05-09 22:21:15,401 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:21:36,855 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:21:57,942 - yago11k - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.41027, Head : 0.23341, Avg : 0.32184 + +2023-05-09 22:21:57,943 - yago11k - [INFO] - [Epoch 327]: Training Loss: 0.001114, Valid MRR: 0.32365, + + + +2023-05-09 22:21:59,133 - yago11k - [INFO] - [E:328| 0]: Train Loss:0.0011653, Val MRR:0.32365, yago11k +2023-05-09 22:23:39,490 - yago11k - [INFO] - [E:328| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k +2023-05-09 22:25:15,526 - yago11k - [INFO] - [E:328| 200]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 22:26:59,173 - yago11k - [INFO] - [E:328| 300]: Train Loss:0.0011129, Val MRR:0.32365, yago11k +2023-05-09 22:28:42,718 - yago11k - [INFO] - [E:328| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k +2023-05-09 22:30:26,345 - yago11k - [INFO] - [E:328| 500]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 22:32:09,020 - yago11k - [INFO] - [E:328| 600]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 22:32:09,020 - yago11k - [INFO] - [Epoch:328]: Training Loss:0.001114 + +2023-05-09 22:32:09,283 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:32:24,181 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:32:37,454 - yago11k - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.40996, Head : 0.23584, Avg : 0.3229 + +2023-05-09 22:32:37,454 - yago11k - [INFO] - [Epoch 328]: Training Loss: 0.0011138, Valid MRR: 0.32365, + + + +2023-05-09 22:32:38,664 - yago11k - [INFO] - [E:329| 0]: Train Loss:0.0011225, Val MRR:0.32365, yago11k +2023-05-09 22:34:21,499 - yago11k - [INFO] - [E:329| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k +2023-05-09 22:36:02,938 - yago11k - [INFO] - [E:329| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k +2023-05-09 22:37:46,579 - yago11k - [INFO] - [E:329| 300]: Train Loss:0.0011127, Val MRR:0.32365, yago11k +2023-05-09 22:39:30,990 - yago11k - [INFO] - [E:329| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:41:03,495 - yago11k - [INFO] - [E:329| 500]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:42:47,178 - yago11k - [INFO] - [E:329| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 22:42:47,178 - yago11k - [INFO] - [Epoch:329]: Training Loss:0.001114 + +2023-05-09 22:42:47,693 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:43:08,785 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:43:29,923 - yago11k - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.41092, Head : 0.23542, Avg : 0.32317 + MR: Tail : 649.13, Head : 1007.9, Avg : 828.51 + Hit-1: Tail : 0.32592, Head : 0.19269, Avg : 0.25931 + Hit-3: Tail : 0.44887, Head : 0.23354, Avg : 0.34121 + Hit-10: Tail : 0.57877, Head : 0.31967, Avg : 0.44922 +2023-05-09 22:43:29,923 - yago11k - [INFO] - [Epoch 329]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-05-09 22:43:30,780 - yago11k - [INFO] - [E:330| 0]: Train Loss:0.0011248, Val MRR:0.32365, yago11k +2023-05-09 22:45:14,568 - yago11k - [INFO] - [E:330| 100]: Train Loss:0.0011142, Val MRR:0.32365, yago11k +2023-05-09 22:46:58,156 - yago11k - [INFO] - [E:330| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:48:41,422 - yago11k - [INFO] - [E:330| 300]: Train Loss:0.0011142, Val MRR:0.32365, yago11k +2023-05-09 22:50:13,539 - yago11k - [INFO] - [E:330| 400]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 22:51:57,373 - yago11k - [INFO] - [E:330| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 22:53:40,132 - yago11k - [INFO] - [E:330| 600]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 22:53:40,132 - yago11k - [INFO] - [Epoch:330]: Training Loss:0.001114 + +2023-05-09 22:53:40,529 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:54:01,998 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:54:23,367 - yago11k - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.40969, Head : 0.2355, Avg : 0.3226 + +2023-05-09 22:54:23,367 - yago11k - [INFO] - [Epoch 330]: Training Loss: 0.0011137, Valid MRR: 0.32365, + + + +2023-05-09 22:54:24,318 - yago11k - [INFO] - [E:331| 0]: Train Loss:0.0011234, Val MRR:0.32365, yago11k +2023-05-09 22:56:08,628 - yago11k - [INFO] - [E:331| 100]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 22:57:52,449 - yago11k - [INFO] - [E:331| 200]: Train Loss:0.001113, Val MRR:0.32365, yago11k +2023-05-09 22:59:25,676 - yago11k - [INFO] - [E:331| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 23:01:10,319 - yago11k - [INFO] - [E:331| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k +2023-05-09 23:02:54,567 - yago11k - [INFO] - [E:331| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 23:04:38,221 - yago11k - [INFO] - [E:331| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 23:04:38,222 - yago11k - [INFO] - [Epoch:331]: Training Loss:0.001114 + +2023-05-09 23:04:38,565 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:04:59,879 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:05:21,365 - yago11k - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.40977, Head : 0.23559, Avg : 0.32268 + +2023-05-09 23:05:21,365 - yago11k - [INFO] - [Epoch 331]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-05-09 23:05:22,208 - yago11k - [INFO] - [E:332| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k +2023-05-09 23:07:02,786 - yago11k - [INFO] - [E:332| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:08:38,635 - yago11k - [INFO] - [E:332| 200]: Train Loss:0.0011132, Val MRR:0.32365, yago11k +2023-05-09 23:10:22,888 - yago11k - [INFO] - [E:332| 300]: Train Loss:0.0011132, Val MRR:0.32365, yago11k +2023-05-09 23:12:07,256 - yago11k - [INFO] - [E:332| 400]: Train Loss:0.0011125, Val MRR:0.32365, yago11k +2023-05-09 23:13:51,925 - yago11k - [INFO] - [E:332| 500]: Train Loss:0.0011129, Val MRR:0.32365, yago11k +2023-05-09 23:15:35,660 - yago11k - [INFO] - [E:332| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 23:15:35,660 - yago11k - [INFO] - [Epoch:332]: Training Loss:0.001114 + +2023-05-09 23:15:36,003 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:15:48,848 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:16:04,545 - yago11k - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.40937, Head : 0.23358, Avg : 0.32147 + +2023-05-09 23:16:04,546 - yago11k - [INFO] - [Epoch 332]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-05-09 23:16:05,433 - yago11k - [INFO] - [E:333| 0]: Train Loss:0.0011286, Val MRR:0.32365, yago11k +2023-05-09 23:17:50,114 - yago11k - [INFO] - [E:333| 100]: Train Loss:0.0011101, Val MRR:0.32365, yago11k +2023-05-09 23:19:34,433 - yago11k - [INFO] - [E:333| 200]: Train Loss:0.0011122, Val MRR:0.32365, yago11k +2023-05-09 23:21:17,633 - yago11k - [INFO] - [E:333| 300]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:23:02,113 - yago11k - [INFO] - [E:333| 400]: Train Loss:0.0011127, Val MRR:0.32365, yago11k +2023-05-09 23:24:36,255 - yago11k - [INFO] - [E:333| 500]: Train Loss:0.0011127, Val MRR:0.32365, yago11k +2023-05-09 23:26:17,791 - yago11k - [INFO] - [E:333| 600]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:26:17,791 - yago11k - [INFO] - [Epoch:333]: Training Loss:0.001113 + +2023-05-09 23:26:18,138 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:26:39,761 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:27:01,041 - yago11k - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.40925, Head : 0.23484, Avg : 0.32205 + +2023-05-09 23:27:01,042 - yago11k - [INFO] - [Epoch 333]: Training Loss: 0.0011131, Valid MRR: 0.32365, + + + +2023-05-09 23:27:01,943 - yago11k - [INFO] - [E:334| 0]: Train Loss:0.0010928, Val MRR:0.32365, yago11k +2023-05-09 23:28:45,953 - yago11k - [INFO] - [E:334| 100]: Train Loss:0.0011117, Val MRR:0.32365, yago11k +2023-05-09 23:30:30,148 - yago11k - [INFO] - [E:334| 200]: Train Loss:0.0011119, Val MRR:0.32365, yago11k +2023-05-09 23:32:14,436 - yago11k - [INFO] - [E:334| 300]: Train Loss:0.0011124, Val MRR:0.32365, yago11k +2023-05-09 23:33:47,029 - yago11k - [INFO] - [E:334| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k +2023-05-09 23:35:31,443 - yago11k - [INFO] - [E:334| 500]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:37:15,437 - yago11k - [INFO] - [E:334| 600]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 23:37:15,437 - yago11k - [INFO] - [Epoch:334]: Training Loss:0.001113 + +2023-05-09 23:37:15,700 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:37:37,207 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:37:58,410 - yago11k - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.40984, Head : 0.23335, Avg : 0.32159 + +2023-05-09 23:37:58,410 - yago11k - [INFO] - [Epoch 334]: Training Loss: 0.0011133, Valid MRR: 0.32365, + + + +2023-05-09 23:37:59,503 - yago11k - [INFO] - [E:335| 0]: Train Loss:0.0011105, Val MRR:0.32365, yago11k +2023-05-09 23:39:43,742 - yago11k - [INFO] - [E:335| 100]: Train Loss:0.0011121, Val MRR:0.32365, yago11k +2023-05-09 23:41:28,733 - yago11k - [INFO] - [E:335| 200]: Train Loss:0.0011123, Val MRR:0.32365, yago11k +2023-05-09 23:43:01,768 - yago11k - [INFO] - [E:335| 300]: Train Loss:0.0011123, Val MRR:0.32365, yago11k +2023-05-09 23:44:46,988 - yago11k - [INFO] - [E:335| 400]: Train Loss:0.0011123, Val MRR:0.32365, yago11k +2023-05-09 23:46:34,177 - yago11k - [INFO] - [E:335| 500]: Train Loss:0.0011123, Val MRR:0.32365, yago11k +2023-05-09 23:48:18,418 - yago11k - [INFO] - [E:335| 600]: Train Loss:0.0011129, Val MRR:0.32365, yago11k +2023-05-09 23:48:18,418 - yago11k - [INFO] - [Epoch:335]: Training Loss:0.001113 + +2023-05-09 23:48:18,681 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:48:40,548 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:49:01,559 - yago11k - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.41448, Head : 0.23282, Avg : 0.32365 + +2023-05-09 23:49:01,559 - yago11k - [INFO] - [Epoch 335]: Training Loss: 0.0011129, Valid MRR: 0.32365, + + + +2023-05-09 23:49:02,759 - yago11k - [INFO] - [E:336| 0]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:50:38,362 - yago11k - [INFO] - [E:336| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k +2023-05-09 23:52:19,275 - yago11k - [INFO] - [E:336| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 23:54:02,014 - yago11k - [INFO] - [E:336| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 23:55:45,458 - yago11k - [INFO] - [E:336| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k +2023-05-09 23:57:29,097 - yago11k - [INFO] - [E:336| 500]: Train Loss:0.0011128, Val MRR:0.32365, yago11k +2023-05-09 23:59:08,614 - yago11k - [INFO] - [E:336| 600]: Train Loss:0.001113, Val MRR:0.32365, yago11k +2023-05-09 23:59:08,615 - yago11k - [INFO] - [Epoch:336]: Training Loss:0.001113 + +2023-05-09 23:59:08,834 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:59:21,079 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:59:42,170 - yago11k - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.41547, Head : 0.23417, Avg : 0.32482 + +2023-05-09 23:59:43,116 - yago11k - [INFO] - [Epoch 336]: Training Loss: 0.001113, Valid MRR: 0.32482, + + + +2023-05-09 23:59:43,898 - yago11k - [INFO] - [E:337| 0]: Train Loss:0.0011256, Val MRR:0.32482, yago11k +2023-05-10 00:01:28,970 - yago11k - [INFO] - [E:337| 100]: Train Loss:0.0011139, Val MRR:0.32482, yago11k +2023-05-10 00:03:13,704 - yago11k - [INFO] - [E:337| 200]: Train Loss:0.0011118, Val MRR:0.32482, yago11k +2023-05-10 00:04:57,188 - yago11k - [INFO] - [E:337| 300]: Train Loss:0.0011125, Val MRR:0.32482, yago11k +2023-05-10 00:06:38,617 - yago11k - [INFO] - [E:337| 400]: Train Loss:0.0011118, Val MRR:0.32482, yago11k +2023-05-10 00:08:08,831 - yago11k - [INFO] - [E:337| 500]: Train Loss:0.0011123, Val MRR:0.32482, yago11k +2023-05-10 00:09:52,196 - yago11k - [INFO] - [E:337| 600]: Train Loss:0.0011127, Val MRR:0.32482, yago11k +2023-05-10 00:09:52,197 - yago11k - [INFO] - [Epoch:337]: Training Loss:0.001113 + +2023-05-10 00:09:52,712 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:10:13,570 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:10:34,516 - yago11k - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.41327, Head : 0.23438, Avg : 0.32383 + +2023-05-10 00:10:34,516 - yago11k - [INFO] - [Epoch 337]: Training Loss: 0.0011127, Valid MRR: 0.32482, + + + +2023-05-10 00:10:35,691 - yago11k - [INFO] - [E:338| 0]: Train Loss:0.0010943, Val MRR:0.32482, yago11k +2023-05-10 00:12:19,281 - yago11k - [INFO] - [E:338| 100]: Train Loss:0.001114, Val MRR:0.32482, yago11k +2023-05-10 00:14:03,339 - yago11k - [INFO] - [E:338| 200]: Train Loss:0.0011137, Val MRR:0.32482, yago11k +2023-05-10 00:15:47,206 - yago11k - [INFO] - [E:338| 300]: Train Loss:0.0011126, Val MRR:0.32482, yago11k +2023-05-10 00:17:19,593 - yago11k - [INFO] - [E:338| 400]: Train Loss:0.0011124, Val MRR:0.32482, yago11k +2023-05-10 00:19:03,101 - yago11k - [INFO] - [E:338| 500]: Train Loss:0.0011125, Val MRR:0.32482, yago11k +2023-05-10 00:20:45,418 - yago11k - [INFO] - [E:338| 600]: Train Loss:0.0011129, Val MRR:0.32482, yago11k +2023-05-10 00:20:45,418 - yago11k - [INFO] - [Epoch:338]: Training Loss:0.001113 + +2023-05-10 00:20:45,936 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:21:07,332 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:21:28,327 - yago11k - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.41294, Head : 0.23356, Avg : 0.32325 + +2023-05-10 00:21:28,328 - yago11k - [INFO] - [Epoch 338]: Training Loss: 0.0011129, Valid MRR: 0.32482, + + + +2023-05-10 00:21:29,535 - yago11k - [INFO] - [E:339| 0]: Train Loss:0.0011311, Val MRR:0.32482, yago11k +2023-05-10 00:23:12,912 - yago11k - [INFO] - [E:339| 100]: Train Loss:0.001111, Val MRR:0.32482, yago11k +2023-05-10 00:24:55,774 - yago11k - [INFO] - [E:339| 200]: Train Loss:0.0011134, Val MRR:0.32482, yago11k +2023-05-10 00:26:30,335 - yago11k - [INFO] - [E:339| 300]: Train Loss:0.0011129, Val MRR:0.32482, yago11k +2023-05-10 00:28:13,914 - yago11k - [INFO] - [E:339| 400]: Train Loss:0.0011125, Val MRR:0.32482, yago11k +2023-05-10 00:29:58,671 - yago11k - [INFO] - [E:339| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k +2023-05-10 00:31:42,549 - yago11k - [INFO] - [E:339| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k +2023-05-10 00:31:42,549 - yago11k - [INFO] - [Epoch:339]: Training Loss:0.001113 + +2023-05-10 00:31:42,897 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:32:04,602 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:32:25,758 - yago11k - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.41288, Head : 0.23298, Avg : 0.32293 + MR: Tail : 639.02, Head : 983.52, Avg : 811.27 + Hit-1: Tail : 0.33287, Head : 0.19075, Avg : 0.26181 + Hit-3: Tail : 0.44123, Head : 0.23145, Avg : 0.33634 + Hit-10: Tail : 0.57877, Head : 0.31328, Avg : 0.44603 +2023-05-10 00:32:25,758 - yago11k - [INFO] - [Epoch 339]: Training Loss: 0.0011126, Valid MRR: 0.32482, + + + +2023-05-10 00:32:26,901 - yago11k - [INFO] - [E:340| 0]: Train Loss:0.0011341, Val MRR:0.32482, yago11k +2023-05-10 00:33:59,793 - yago11k - [INFO] - [E:340| 100]: Train Loss:0.0011128, Val MRR:0.32482, yago11k +2023-05-10 00:35:45,712 - yago11k - [INFO] - [E:340| 200]: Train Loss:0.0011122, Val MRR:0.32482, yago11k +2023-05-10 00:37:29,699 - yago11k - [INFO] - [E:340| 300]: Train Loss:0.0011118, Val MRR:0.32482, yago11k +2023-05-10 00:39:14,186 - yago11k - [INFO] - [E:340| 400]: Train Loss:0.0011126, Val MRR:0.32482, yago11k +2023-05-10 00:40:58,556 - yago11k - [INFO] - [E:340| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k +2023-05-10 00:42:35,587 - yago11k - [INFO] - [E:340| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k +2023-05-10 00:42:35,588 - yago11k - [INFO] - [Epoch:340]: Training Loss:0.001113 + +2023-05-10 00:42:35,807 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:42:51,981 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:43:13,408 - yago11k - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.41557, Head : 0.23429, Avg : 0.32493 + +2023-05-10 00:43:14,427 - yago11k - [INFO] - [Epoch 340]: Training Loss: 0.0011126, Valid MRR: 0.32493, + + + +2023-05-10 00:43:15,606 - yago11k - [INFO] - [E:341| 0]: Train Loss:0.0011123, Val MRR:0.32493, yago11k +2023-05-10 00:44:59,527 - yago11k - [INFO] - [E:341| 100]: Train Loss:0.0011135, Val MRR:0.32493, yago11k +2023-05-10 00:46:43,811 - yago11k - [INFO] - [E:341| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k +2023-05-10 00:48:28,836 - yago11k - [INFO] - [E:341| 300]: Train Loss:0.0011129, Val MRR:0.32493, yago11k +2023-05-10 00:50:13,305 - yago11k - [INFO] - [E:341| 400]: Train Loss:0.0011124, Val MRR:0.32493, yago11k +2023-05-10 00:51:45,452 - yago11k - [INFO] - [E:341| 500]: Train Loss:0.0011125, Val MRR:0.32493, yago11k +2023-05-10 00:53:29,193 - yago11k - [INFO] - [E:341| 600]: Train Loss:0.0011125, Val MRR:0.32493, yago11k +2023-05-10 00:53:29,193 - yago11k - [INFO] - [Epoch:341]: Training Loss:0.001113 + +2023-05-10 00:53:29,540 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:53:51,194 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:54:12,441 - yago11k - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.41371, Head : 0.23347, Avg : 0.32359 + +2023-05-10 00:54:12,441 - yago11k - [INFO] - [Epoch 341]: Training Loss: 0.0011125, Valid MRR: 0.32493, + + + +2023-05-10 00:54:13,265 - yago11k - [INFO] - [E:342| 0]: Train Loss:0.0011157, Val MRR:0.32493, yago11k +2023-05-10 00:55:57,244 - yago11k - [INFO] - [E:342| 100]: Train Loss:0.0011128, Val MRR:0.32493, yago11k +2023-05-10 00:57:40,831 - yago11k - [INFO] - [E:342| 200]: Train Loss:0.0011115, Val MRR:0.32493, yago11k +2023-05-10 00:59:25,249 - yago11k - [INFO] - [E:342| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k +2023-05-10 01:00:58,614 - yago11k - [INFO] - [E:342| 400]: Train Loss:0.0011114, Val MRR:0.32493, yago11k +2023-05-10 01:02:42,747 - yago11k - [INFO] - [E:342| 500]: Train Loss:0.001112, Val MRR:0.32493, yago11k +2023-05-10 01:04:26,072 - yago11k - [INFO] - [E:342| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k +2023-05-10 01:04:26,072 - yago11k - [INFO] - [Epoch:342]: Training Loss:0.001112 + +2023-05-10 01:04:26,587 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:04:47,910 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:05:09,299 - yago11k - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.41023, Head : 0.23437, Avg : 0.3223 + +2023-05-10 01:05:09,299 - yago11k - [INFO] - [Epoch 342]: Training Loss: 0.0011122, Valid MRR: 0.32493, + + + +2023-05-10 01:05:10,404 - yago11k - [INFO] - [E:343| 0]: Train Loss:0.0011067, Val MRR:0.32493, yago11k +2023-05-10 01:06:54,718 - yago11k - [INFO] - [E:343| 100]: Train Loss:0.001111, Val MRR:0.32493, yago11k +2023-05-10 01:08:35,352 - yago11k - [INFO] - [E:343| 200]: Train Loss:0.0011117, Val MRR:0.32493, yago11k +2023-05-10 01:10:11,991 - yago11k - [INFO] - [E:343| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k +2023-05-10 01:11:56,266 - yago11k - [INFO] - [E:343| 400]: Train Loss:0.0011115, Val MRR:0.32493, yago11k +2023-05-10 01:13:39,286 - yago11k - [INFO] - [E:343| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k +2023-05-10 01:15:22,113 - yago11k - [INFO] - [E:343| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k +2023-05-10 01:15:22,113 - yago11k - [INFO] - [Epoch:343]: Training Loss:0.001112 + +2023-05-10 01:15:22,467 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:15:44,215 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:16:05,396 - yago11k - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.41107, Head : 0.23503, Avg : 0.32305 + +2023-05-10 01:16:05,396 - yago11k - [INFO] - [Epoch 343]: Training Loss: 0.0011122, Valid MRR: 0.32493, + + + +2023-05-10 01:16:06,483 - yago11k - [INFO] - [E:344| 0]: Train Loss:0.001113, Val MRR:0.32493, yago11k +2023-05-10 01:17:38,768 - yago11k - [INFO] - [E:344| 100]: Train Loss:0.0011112, Val MRR:0.32493, yago11k +2023-05-10 01:19:23,208 - yago11k - [INFO] - [E:344| 200]: Train Loss:0.001111, Val MRR:0.32493, yago11k +2023-05-10 01:21:07,680 - yago11k - [INFO] - [E:344| 300]: Train Loss:0.0011109, Val MRR:0.32493, yago11k +2023-05-10 01:22:54,345 - yago11k - [INFO] - [E:344| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k +2023-05-10 01:24:38,171 - yago11k - [INFO] - [E:344| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k +2023-05-10 01:26:13,852 - yago11k - [INFO] - [E:344| 600]: Train Loss:0.0011121, Val MRR:0.32493, yago11k +2023-05-10 01:26:13,852 - yago11k - [INFO] - [Epoch:344]: Training Loss:0.001112 + +2023-05-10 01:26:14,072 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:26:31,067 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:26:52,471 - yago11k - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.40993, Head : 0.23488, Avg : 0.3224 + +2023-05-10 01:26:52,471 - yago11k - [INFO] - [Epoch 344]: Training Loss: 0.0011121, Valid MRR: 0.32493, + + + +2023-05-10 01:26:53,649 - yago11k - [INFO] - [E:345| 0]: Train Loss:0.0010998, Val MRR:0.32493, yago11k +2023-05-10 01:28:37,750 - yago11k - [INFO] - [E:345| 100]: Train Loss:0.0011086, Val MRR:0.32493, yago11k +2023-05-10 01:30:21,402 - yago11k - [INFO] - [E:345| 200]: Train Loss:0.0011111, Val MRR:0.32493, yago11k +2023-05-10 01:32:05,666 - yago11k - [INFO] - [E:345| 300]: Train Loss:0.0011112, Val MRR:0.32493, yago11k +2023-05-10 01:33:49,480 - yago11k - [INFO] - [E:345| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k +2023-05-10 01:35:21,964 - yago11k - [INFO] - [E:345| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k +2023-05-10 01:37:03,916 - yago11k - [INFO] - [E:345| 600]: Train Loss:0.0011118, Val MRR:0.32493, yago11k +2023-05-10 01:37:03,916 - yago11k - [INFO] - [Epoch:345]: Training Loss:0.001112 + +2023-05-10 01:37:04,436 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:37:24,961 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:37:45,124 - yago11k - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.41234, Head : 0.23477, Avg : 0.32356 + +2023-05-10 01:37:45,124 - yago11k - [INFO] - [Epoch 345]: Training Loss: 0.0011118, Valid MRR: 0.32493, + + + +2023-05-10 01:37:46,175 - yago11k - [INFO] - [E:346| 0]: Train Loss:0.0011268, Val MRR:0.32493, yago11k +2023-05-10 01:39:29,079 - yago11k - [INFO] - [E:346| 100]: Train Loss:0.0011132, Val MRR:0.32493, yago11k +2023-05-10 01:41:13,387 - yago11k - [INFO] - [E:346| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k +2023-05-10 01:42:57,523 - yago11k - [INFO] - [E:346| 300]: Train Loss:0.0011119, Val MRR:0.32493, yago11k +2023-05-10 01:44:29,884 - yago11k - [INFO] - [E:346| 400]: Train Loss:0.001112, Val MRR:0.32493, yago11k +2023-05-10 01:46:14,769 - yago11k - [INFO] - [E:346| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k +2023-05-10 01:47:59,469 - yago11k - [INFO] - [E:346| 600]: Train Loss:0.0011119, Val MRR:0.32493, yago11k +2023-05-10 01:47:59,469 - yago11k - [INFO] - [Epoch:346]: Training Loss:0.001112 + +2023-05-10 01:47:59,732 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:48:21,160 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:48:42,591 - yago11k - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.41467, Head : 0.23472, Avg : 0.32469 + +2023-05-10 01:48:42,592 - yago11k - [INFO] - [Epoch 346]: Training Loss: 0.0011119, Valid MRR: 0.32493, + + + +2023-05-10 01:48:43,416 - yago11k - [INFO] - [E:347| 0]: Train Loss:0.0011001, Val MRR:0.32493, yago11k +2023-05-10 01:50:27,388 - yago11k - [INFO] - [E:347| 100]: Train Loss:0.0011127, Val MRR:0.32493, yago11k +2023-05-10 01:52:01,218 - yago11k - [INFO] - [E:347| 200]: Train Loss:0.0011121, Val MRR:0.32493, yago11k +2023-05-10 01:53:44,274 - yago11k - [INFO] - [E:347| 300]: Train Loss:0.0011111, Val MRR:0.32493, yago11k +2023-05-10 01:55:28,551 - yago11k - [INFO] - [E:347| 400]: Train Loss:0.0011112, Val MRR:0.32493, yago11k +2023-05-10 01:57:12,796 - yago11k - [INFO] - [E:347| 500]: Train Loss:0.0011115, Val MRR:0.32493, yago11k +2023-05-10 01:58:56,950 - yago11k - [INFO] - [E:347| 600]: Train Loss:0.0011114, Val MRR:0.32493, yago11k +2023-05-10 01:58:56,951 - yago11k - [INFO] - [Epoch:347]: Training Loss:0.001111 + +2023-05-10 01:58:57,431 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:59:18,664 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:59:39,815 - yago11k - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.40955, Head : 0.23336, Avg : 0.32146 + +2023-05-10 01:59:39,815 - yago11k - [INFO] - [Epoch 347]: Training Loss: 0.0011114, Valid MRR: 0.32493, + + + +2023-05-10 01:59:40,906 - yago11k - [INFO] - [E:348| 0]: Train Loss:0.0011033, Val MRR:0.32493, yago11k +2023-05-10 02:01:13,995 - yago11k - [INFO] - [E:348| 100]: Train Loss:0.0011125, Val MRR:0.32493, yago11k +2023-05-10 02:02:58,178 - yago11k - [INFO] - [E:348| 200]: Train Loss:0.0011124, Val MRR:0.32493, yago11k +2023-05-10 02:04:42,126 - yago11k - [INFO] - [E:348| 300]: Train Loss:0.0011117, Val MRR:0.32493, yago11k +2023-05-10 02:06:26,070 - yago11k - [INFO] - [E:348| 400]: Train Loss:0.0011119, Val MRR:0.32493, yago11k +2023-05-10 02:08:10,066 - yago11k - [INFO] - [E:348| 500]: Train Loss:0.0011118, Val MRR:0.32493, yago11k +2023-05-10 02:09:41,962 - yago11k - [INFO] - [E:348| 600]: Train Loss:0.0011117, Val MRR:0.32493, yago11k +2023-05-10 02:09:41,962 - yago11k - [INFO] - [Epoch:348]: Training Loss:0.001112 + +2023-05-10 02:09:42,319 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:10:03,793 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:10:27,143 - yago11k - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.41643, Head : 0.23419, Avg : 0.32531 + +2023-05-10 02:10:31,337 - yago11k - [INFO] - [Epoch 348]: Training Loss: 0.0011117, Valid MRR: 0.32531, + + + +2023-05-10 02:10:32,528 - yago11k - [INFO] - [E:349| 0]: Train Loss:0.0011171, Val MRR:0.32531, yago11k +2023-05-10 02:12:16,859 - yago11k - [INFO] - [E:349| 100]: Train Loss:0.0011087, Val MRR:0.32531, yago11k +2023-05-10 02:14:01,184 - yago11k - [INFO] - [E:349| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k +2023-05-10 02:15:45,410 - yago11k - [INFO] - [E:349| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 02:17:30,401 - yago11k - [INFO] - [E:349| 400]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 02:19:03,473 - yago11k - [INFO] - [E:349| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k +2023-05-10 02:20:47,445 - yago11k - [INFO] - [E:349| 600]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 02:20:47,445 - yago11k - [INFO] - [Epoch:349]: Training Loss:0.001111 + +2023-05-10 02:20:47,947 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:21:08,887 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:21:30,194 - yago11k - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.41184, Head : 0.23437, Avg : 0.3231 + MR: Tail : 668.75, Head : 990.1, Avg : 829.42 + Hit-1: Tail : 0.33079, Head : 0.192, Avg : 0.26139 + Hit-3: Tail : 0.44887, Head : 0.23131, Avg : 0.34009 + Hit-10: Tail : 0.57474, Head : 0.31801, Avg : 0.44637 +2023-05-10 02:21:30,194 - yago11k - [INFO] - [Epoch 349]: Training Loss: 0.0011114, Valid MRR: 0.32531, + + + +2023-05-10 02:21:31,300 - yago11k - [INFO] - [E:350| 0]: Train Loss:0.0011127, Val MRR:0.32531, yago11k +2023-05-10 02:23:15,918 - yago11k - [INFO] - [E:350| 100]: Train Loss:0.0011109, Val MRR:0.32531, yago11k +2023-05-10 02:25:00,010 - yago11k - [INFO] - [E:350| 200]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 02:26:42,856 - yago11k - [INFO] - [E:350| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 02:28:17,445 - yago11k - [INFO] - [E:350| 400]: Train Loss:0.0011113, Val MRR:0.32531, yago11k +2023-05-10 02:30:02,212 - yago11k - [INFO] - [E:350| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 02:31:47,182 - yago11k - [INFO] - [E:350| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k +2023-05-10 02:31:47,182 - yago11k - [INFO] - [Epoch:350]: Training Loss:0.001111 + +2023-05-10 02:31:47,520 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:32:09,085 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:32:30,614 - yago11k - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.40795, Head : 0.23269, Avg : 0.32032 + +2023-05-10 02:32:30,615 - yago11k - [INFO] - [Epoch 350]: Training Loss: 0.0011113, Valid MRR: 0.32531, + + + +2023-05-10 02:32:31,614 - yago11k - [INFO] - [E:351| 0]: Train Loss:0.0011166, Val MRR:0.32531, yago11k +2023-05-10 02:34:17,380 - yago11k - [INFO] - [E:351| 100]: Train Loss:0.0011093, Val MRR:0.32531, yago11k +2023-05-10 02:35:50,476 - yago11k - [INFO] - [E:351| 200]: Train Loss:0.0011113, Val MRR:0.32531, yago11k +2023-05-10 02:37:35,786 - yago11k - [INFO] - [E:351| 300]: Train Loss:0.0011117, Val MRR:0.32531, yago11k +2023-05-10 02:39:21,114 - yago11k - [INFO] - [E:351| 400]: Train Loss:0.0011116, Val MRR:0.32531, yago11k +2023-05-10 02:41:05,971 - yago11k - [INFO] - [E:351| 500]: Train Loss:0.0011116, Val MRR:0.32531, yago11k +2023-05-10 02:42:50,188 - yago11k - [INFO] - [E:351| 600]: Train Loss:0.0011115, Val MRR:0.32531, yago11k +2023-05-10 02:42:50,189 - yago11k - [INFO] - [Epoch:351]: Training Loss:0.001112 + +2023-05-10 02:42:50,608 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:43:12,269 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:43:33,184 - yago11k - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.41226, Head : 0.23622, Avg : 0.32424 + +2023-05-10 02:43:33,184 - yago11k - [INFO] - [Epoch 351]: Training Loss: 0.0011115, Valid MRR: 0.32531, + + + +2023-05-10 02:43:34,392 - yago11k - [INFO] - [E:352| 0]: Train Loss:0.001094, Val MRR:0.32531, yago11k +2023-05-10 02:45:06,427 - yago11k - [INFO] - [E:352| 100]: Train Loss:0.0011097, Val MRR:0.32531, yago11k +2023-05-10 02:46:50,505 - yago11k - [INFO] - [E:352| 200]: Train Loss:0.0011116, Val MRR:0.32531, yago11k +2023-05-10 02:48:34,426 - yago11k - [INFO] - [E:352| 300]: Train Loss:0.0011107, Val MRR:0.32531, yago11k +2023-05-10 02:50:18,161 - yago11k - [INFO] - [E:352| 400]: Train Loss:0.0011109, Val MRR:0.32531, yago11k +2023-05-10 02:52:01,514 - yago11k - [INFO] - [E:352| 500]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 02:53:32,866 - yago11k - [INFO] - [E:352| 600]: Train Loss:0.0011112, Val MRR:0.32531, yago11k +2023-05-10 02:53:32,866 - yago11k - [INFO] - [Epoch:352]: Training Loss:0.001111 + +2023-05-10 02:53:33,388 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:53:54,682 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:54:15,664 - yago11k - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.41012, Head : 0.23674, Avg : 0.32343 + +2023-05-10 02:54:15,664 - yago11k - [INFO] - [Epoch 352]: Training Loss: 0.0011112, Valid MRR: 0.32531, + + + +2023-05-10 02:54:16,871 - yago11k - [INFO] - [E:353| 0]: Train Loss:0.0011287, Val MRR:0.32531, yago11k +2023-05-10 02:56:01,279 - yago11k - [INFO] - [E:353| 100]: Train Loss:0.00111, Val MRR:0.32531, yago11k +2023-05-10 02:57:45,504 - yago11k - [INFO] - [E:353| 200]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 02:59:32,331 - yago11k - [INFO] - [E:353| 300]: Train Loss:0.001111, Val MRR:0.32531, yago11k +2023-05-10 03:01:16,457 - yago11k - [INFO] - [E:353| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 03:02:48,572 - yago11k - [INFO] - [E:353| 500]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 03:04:32,506 - yago11k - [INFO] - [E:353| 600]: Train Loss:0.0011107, Val MRR:0.32531, yago11k +2023-05-10 03:04:32,506 - yago11k - [INFO] - [Epoch:353]: Training Loss:0.001111 + +2023-05-10 03:04:32,906 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:04:54,469 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:05:15,697 - yago11k - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.41174, Head : 0.23477, Avg : 0.32325 + +2023-05-10 03:05:15,698 - yago11k - [INFO] - [Epoch 353]: Training Loss: 0.0011107, Valid MRR: 0.32531, + + + +2023-05-10 03:05:16,576 - yago11k - [INFO] - [E:354| 0]: Train Loss:0.0011032, Val MRR:0.32531, yago11k +2023-05-10 03:07:01,564 - yago11k - [INFO] - [E:354| 100]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 03:08:43,091 - yago11k - [INFO] - [E:354| 200]: Train Loss:0.0011093, Val MRR:0.32531, yago11k +2023-05-10 03:10:15,621 - yago11k - [INFO] - [E:354| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 03:11:58,864 - yago11k - [INFO] - [E:354| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 03:13:42,934 - yago11k - [INFO] - [E:354| 500]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 03:15:26,871 - yago11k - [INFO] - [E:354| 600]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 03:15:26,872 - yago11k - [INFO] - [Epoch:354]: Training Loss:0.001111 + +2023-05-10 03:15:27,205 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:15:48,291 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:16:09,718 - yago11k - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.41285, Head : 0.23582, Avg : 0.32434 + +2023-05-10 03:16:09,718 - yago11k - [INFO] - [Epoch 354]: Training Loss: 0.0011111, Valid MRR: 0.32531, + + + +2023-05-10 03:16:10,665 - yago11k - [INFO] - [E:355| 0]: Train Loss:0.0010886, Val MRR:0.32531, yago11k +2023-05-10 03:17:54,268 - yago11k - [INFO] - [E:355| 100]: Train Loss:0.0011075, Val MRR:0.32531, yago11k +2023-05-10 03:19:26,956 - yago11k - [INFO] - [E:355| 200]: Train Loss:0.0011097, Val MRR:0.32531, yago11k +2023-05-10 03:21:12,177 - yago11k - [INFO] - [E:355| 300]: Train Loss:0.0011104, Val MRR:0.32531, yago11k +2023-05-10 03:22:56,658 - yago11k - [INFO] - [E:355| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k +2023-05-10 03:24:41,453 - yago11k - [INFO] - [E:355| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 03:26:27,029 - yago11k - [INFO] - [E:355| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k +2023-05-10 03:26:27,029 - yago11k - [INFO] - [Epoch:355]: Training Loss:0.001111 + +2023-05-10 03:26:27,292 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:26:48,962 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:27:10,048 - yago11k - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.40854, Head : 0.23383, Avg : 0.32118 + +2023-05-10 03:27:10,048 - yago11k - [INFO] - [Epoch 355]: Training Loss: 0.0011113, Valid MRR: 0.32531, + + + +2023-05-10 03:27:11,288 - yago11k - [INFO] - [E:356| 0]: Train Loss:0.0011346, Val MRR:0.32531, yago11k +2023-05-10 03:28:43,583 - yago11k - [INFO] - [E:356| 100]: Train Loss:0.0011136, Val MRR:0.32531, yago11k +2023-05-10 03:30:28,071 - yago11k - [INFO] - [E:356| 200]: Train Loss:0.0011112, Val MRR:0.32531, yago11k +2023-05-10 03:32:12,316 - yago11k - [INFO] - [E:356| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 03:33:56,344 - yago11k - [INFO] - [E:356| 400]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 03:35:39,867 - yago11k - [INFO] - [E:356| 500]: Train Loss:0.0011108, Val MRR:0.32531, yago11k +2023-05-10 03:37:11,168 - yago11k - [INFO] - [E:356| 600]: Train Loss:0.001111, Val MRR:0.32531, yago11k +2023-05-10 03:37:11,168 - yago11k - [INFO] - [Epoch:356]: Training Loss:0.001111 + +2023-05-10 03:37:11,511 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:37:32,641 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:37:54,207 - yago11k - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.41356, Head : 0.23486, Avg : 0.32421 + +2023-05-10 03:37:54,207 - yago11k - [INFO] - [Epoch 356]: Training Loss: 0.001111, Valid MRR: 0.32531, + + + +2023-05-10 03:37:55,086 - yago11k - [INFO] - [E:357| 0]: Train Loss:0.0011066, Val MRR:0.32531, yago11k +2023-05-10 03:39:39,161 - yago11k - [INFO] - [E:357| 100]: Train Loss:0.0011104, Val MRR:0.32531, yago11k +2023-05-10 03:41:23,508 - yago11k - [INFO] - [E:357| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k +2023-05-10 03:43:07,397 - yago11k - [INFO] - [E:357| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 03:44:47,864 - yago11k - [INFO] - [E:357| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k +2023-05-10 03:46:25,712 - yago11k - [INFO] - [E:357| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k +2023-05-10 03:48:08,832 - yago11k - [INFO] - [E:357| 600]: Train Loss:0.0011109, Val MRR:0.32531, yago11k +2023-05-10 03:48:08,832 - yago11k - [INFO] - [Epoch:357]: Training Loss:0.001111 + +2023-05-10 03:48:09,094 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:48:30,749 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:48:51,740 - yago11k - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.4119, Head : 0.23587, Avg : 0.32389 + +2023-05-10 03:48:51,740 - yago11k - [INFO] - [Epoch 357]: Training Loss: 0.0011109, Valid MRR: 0.32531, + + + +2023-05-10 03:48:52,952 - yago11k - [INFO] - [E:358| 0]: Train Loss:0.0011119, Val MRR:0.32531, yago11k +2023-05-10 03:50:35,872 - yago11k - [INFO] - [E:358| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k +2023-05-10 03:52:19,551 - yago11k - [INFO] - [E:358| 200]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 03:53:51,448 - yago11k - [INFO] - [E:358| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 03:55:34,472 - yago11k - [INFO] - [E:358| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 03:57:19,075 - yago11k - [INFO] - [E:358| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k +2023-05-10 03:59:02,296 - yago11k - [INFO] - [E:358| 600]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 03:59:02,297 - yago11k - [INFO] - [Epoch:358]: Training Loss:0.00111 + +2023-05-10 03:59:02,817 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:59:24,173 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:59:45,428 - yago11k - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.40989, Head : 0.23456, Avg : 0.32222 + +2023-05-10 03:59:45,428 - yago11k - [INFO] - [Epoch 358]: Training Loss: 0.0011105, Valid MRR: 0.32531, + + + +2023-05-10 03:59:46,493 - yago11k - [INFO] - [E:359| 0]: Train Loss:0.0011195, Val MRR:0.32531, yago11k +2023-05-10 04:01:30,964 - yago11k - [INFO] - [E:359| 100]: Train Loss:0.0011092, Val MRR:0.32531, yago11k +2023-05-10 04:03:02,784 - yago11k - [INFO] - [E:359| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k +2023-05-10 04:04:46,390 - yago11k - [INFO] - [E:359| 300]: Train Loss:0.0011099, Val MRR:0.32531, yago11k +2023-05-10 04:06:29,616 - yago11k - [INFO] - [E:359| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 04:08:12,573 - yago11k - [INFO] - [E:359| 500]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 04:09:55,276 - yago11k - [INFO] - [E:359| 600]: Train Loss:0.0011099, Val MRR:0.32531, yago11k +2023-05-10 04:09:55,277 - yago11k - [INFO] - [Epoch:359]: Training Loss:0.00111 + +2023-05-10 04:09:55,670 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:10:16,851 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:10:37,941 - yago11k - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.41208, Head : 0.2354, Avg : 0.32374 + MR: Tail : 631.35, Head : 995.35, Avg : 813.35 + Hit-1: Tail : 0.32759, Head : 0.19241, Avg : 0.26 + Hit-3: Tail : 0.45179, Head : 0.23451, Avg : 0.34315 + Hit-10: Tail : 0.57655, Head : 0.31412, Avg : 0.44533 +2023-05-10 04:10:37,942 - yago11k - [INFO] - [Epoch 359]: Training Loss: 0.0011099, Valid MRR: 0.32531, + + + +2023-05-10 04:10:38,903 - yago11k - [INFO] - [E:360| 0]: Train Loss:0.0011155, Val MRR:0.32531, yago11k +2023-05-10 04:12:11,818 - yago11k - [INFO] - [E:360| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k +2023-05-10 04:13:54,886 - yago11k - [INFO] - [E:360| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k +2023-05-10 04:15:38,742 - yago11k - [INFO] - [E:360| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 04:17:22,792 - yago11k - [INFO] - [E:360| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 04:19:06,098 - yago11k - [INFO] - [E:360| 500]: Train Loss:0.0011101, Val MRR:0.32531, yago11k +2023-05-10 04:20:38,402 - yago11k - [INFO] - [E:360| 600]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 04:20:38,402 - yago11k - [INFO] - [Epoch:360]: Training Loss:0.00111 + +2023-05-10 04:20:38,835 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:21:00,458 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:21:21,282 - yago11k - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.41257, Head : 0.23483, Avg : 0.3237 + +2023-05-10 04:21:21,282 - yago11k - [INFO] - [Epoch 360]: Training Loss: 0.0011103, Valid MRR: 0.32531, + + + +2023-05-10 04:21:22,483 - yago11k - [INFO] - [E:361| 0]: Train Loss:0.0010965, Val MRR:0.32531, yago11k +2023-05-10 04:23:07,476 - yago11k - [INFO] - [E:361| 100]: Train Loss:0.0011086, Val MRR:0.32531, yago11k +2023-05-10 04:24:52,011 - yago11k - [INFO] - [E:361| 200]: Train Loss:0.0011094, Val MRR:0.32531, yago11k +2023-05-10 04:26:36,927 - yago11k - [INFO] - [E:361| 300]: Train Loss:0.0011098, Val MRR:0.32531, yago11k +2023-05-10 04:28:18,641 - yago11k - [INFO] - [E:361| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 04:29:53,534 - yago11k - [INFO] - [E:361| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k +2023-05-10 04:31:36,441 - yago11k - [INFO] - [E:361| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 04:31:36,441 - yago11k - [INFO] - [Epoch:361]: Training Loss:0.00111 + +2023-05-10 04:31:36,952 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:31:58,195 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:32:19,112 - yago11k - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.41181, Head : 0.2345, Avg : 0.32316 + +2023-05-10 04:32:19,112 - yago11k - [INFO] - [Epoch 361]: Training Loss: 0.0011102, Valid MRR: 0.32531, + + + +2023-05-10 04:32:20,278 - yago11k - [INFO] - [E:362| 0]: Train Loss:0.0011196, Val MRR:0.32531, yago11k +2023-05-10 04:34:04,321 - yago11k - [INFO] - [E:362| 100]: Train Loss:0.0011124, Val MRR:0.32531, yago11k +2023-05-10 04:35:50,930 - yago11k - [INFO] - [E:362| 200]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 04:37:22,596 - yago11k - [INFO] - [E:362| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 04:39:04,963 - yago11k - [INFO] - [E:362| 400]: Train Loss:0.0011096, Val MRR:0.32531, yago11k +2023-05-10 04:40:46,754 - yago11k - [INFO] - [E:362| 500]: Train Loss:0.00111, Val MRR:0.32531, yago11k +2023-05-10 04:42:29,566 - yago11k - [INFO] - [E:362| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 04:42:29,566 - yago11k - [INFO] - [Epoch:362]: Training Loss:0.00111 + +2023-05-10 04:42:29,968 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:42:51,386 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:43:12,478 - yago11k - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.41506, Head : 0.23586, Avg : 0.32546 + +2023-05-10 04:43:13,480 - yago11k - [INFO] - [Epoch 362]: Training Loss: 0.0011102, Valid MRR: 0.32546, + + + +2023-05-10 04:43:14,689 - yago11k - [INFO] - [E:363| 0]: Train Loss:0.001097, Val MRR:0.32546, yago11k +2023-05-10 04:44:59,188 - yago11k - [INFO] - [E:363| 100]: Train Loss:0.0011074, Val MRR:0.32546, yago11k +2023-05-10 04:46:32,103 - yago11k - [INFO] - [E:363| 200]: Train Loss:0.0011069, Val MRR:0.32546, yago11k +2023-05-10 04:48:15,719 - yago11k - [INFO] - [E:363| 300]: Train Loss:0.0011075, Val MRR:0.32546, yago11k +2023-05-10 04:50:00,395 - yago11k - [INFO] - [E:363| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k +2023-05-10 04:51:44,528 - yago11k - [INFO] - [E:363| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k +2023-05-10 04:53:28,080 - yago11k - [INFO] - [E:363| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 04:53:28,080 - yago11k - [INFO] - [Epoch:363]: Training Loss:0.00111 + +2023-05-10 04:53:28,343 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:53:49,861 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:54:10,537 - yago11k - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.40907, Head : 0.23482, Avg : 0.32195 + +2023-05-10 04:54:10,537 - yago11k - [INFO] - [Epoch 363]: Training Loss: 0.0011098, Valid MRR: 0.32546, + + + +2023-05-10 04:54:11,190 - yago11k - [INFO] - [E:364| 0]: Train Loss:0.001101, Val MRR:0.32546, yago11k +2023-05-10 04:55:44,198 - yago11k - [INFO] - [E:364| 100]: Train Loss:0.0011094, Val MRR:0.32546, yago11k +2023-05-10 04:57:28,265 - yago11k - [INFO] - [E:364| 200]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 04:59:12,193 - yago11k - [INFO] - [E:364| 300]: Train Loss:0.0011101, Val MRR:0.32546, yago11k +2023-05-10 05:00:55,734 - yago11k - [INFO] - [E:364| 400]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 05:02:40,002 - yago11k - [INFO] - [E:364| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:04:11,865 - yago11k - [INFO] - [E:364| 600]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 05:04:11,865 - yago11k - [INFO] - [Epoch:364]: Training Loss:0.00111 + +2023-05-10 05:04:12,286 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:04:33,782 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:04:54,372 - yago11k - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.40885, Head : 0.23474, Avg : 0.32179 + +2023-05-10 05:04:54,372 - yago11k - [INFO] - [Epoch 364]: Training Loss: 0.0011102, Valid MRR: 0.32546, + + + +2023-05-10 05:04:55,598 - yago11k - [INFO] - [E:365| 0]: Train Loss:0.0010968, Val MRR:0.32546, yago11k +2023-05-10 05:06:39,583 - yago11k - [INFO] - [E:365| 100]: Train Loss:0.0011108, Val MRR:0.32546, yago11k +2023-05-10 05:08:24,174 - yago11k - [INFO] - [E:365| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k +2023-05-10 05:10:09,197 - yago11k - [INFO] - [E:365| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 05:11:45,800 - yago11k - [INFO] - [E:365| 400]: Train Loss:0.0011094, Val MRR:0.32546, yago11k +2023-05-10 05:13:26,472 - yago11k - [INFO] - [E:365| 500]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 05:15:09,956 - yago11k - [INFO] - [E:365| 600]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:15:09,956 - yago11k - [INFO] - [Epoch:365]: Training Loss:0.00111 + +2023-05-10 05:15:10,219 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:15:31,600 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:15:52,662 - yago11k - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.41442, Head : 0.23501, Avg : 0.32472 + +2023-05-10 05:15:52,662 - yago11k - [INFO] - [Epoch 365]: Training Loss: 0.0011099, Valid MRR: 0.32546, + + + +2023-05-10 05:15:53,739 - yago11k - [INFO] - [E:366| 0]: Train Loss:0.0010852, Val MRR:0.32546, yago11k +2023-05-10 05:17:34,314 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-10 05:17:38,388 - yago11k - [INFO] - [E:366| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k +2023-05-10 05:17:43,173 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-10 05:18:04,024 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-10 05:18:24,169 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.34508, Head : 0.2003, Avg : 0.27269 + MR: Tail : 718.44, Head : 1087.3, Avg : 902.89 + Hit-1: Tail : 0.25937, Head : 0.15342, Avg : 0.2064 + Hit-3: Tail : 0.37545, Head : 0.20234, Avg : 0.2889 + Hit-10: Tail : 0.5254, Head : 0.29237, Avg : 0.40889 +2023-05-10 05:19:22,583 - yago11k - [INFO] - [E:366| 200]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 05:20:55,258 - yago11k - [INFO] - [E:366| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 05:22:41,399 - yago11k - [INFO] - [E:366| 400]: Train Loss:0.0011091, Val MRR:0.32546, yago11k +2023-05-10 05:24:24,637 - yago11k - [INFO] - [E:366| 500]: Train Loss:0.0011091, Val MRR:0.32546, yago11k +2023-05-10 05:26:07,578 - yago11k - [INFO] - [E:366| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 05:26:07,579 - yago11k - [INFO] - [Epoch:366]: Training Loss:0.001109 + +2023-05-10 05:26:07,841 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:26:29,598 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:26:50,556 - yago11k - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.41467, Head : 0.2334, Avg : 0.32404 + +2023-05-10 05:26:50,556 - yago11k - [INFO] - [Epoch 366]: Training Loss: 0.0011093, Valid MRR: 0.32546, + + + +2023-05-10 05:26:51,792 - yago11k - [INFO] - [E:367| 0]: Train Loss:0.0011053, Val MRR:0.32546, yago11k +2023-05-10 05:28:36,130 - yago11k - [INFO] - [E:367| 100]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 05:30:09,017 - yago11k - [INFO] - [E:367| 200]: Train Loss:0.0011101, Val MRR:0.32546, yago11k +2023-05-10 05:31:54,426 - yago11k - [INFO] - [E:367| 300]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:33:39,370 - yago11k - [INFO] - [E:367| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k +2023-05-10 05:35:23,534 - yago11k - [INFO] - [E:367| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:37:07,343 - yago11k - [INFO] - [E:367| 600]: Train Loss:0.00111, Val MRR:0.32546, yago11k +2023-05-10 05:37:07,343 - yago11k - [INFO] - [Epoch:367]: Training Loss:0.00111 + +2023-05-10 05:37:07,682 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:37:29,163 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:37:47,895 - yago11k - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.41202, Head : 0.23621, Avg : 0.32411 + +2023-05-10 05:37:47,895 - yago11k - [INFO] - [Epoch 367]: Training Loss: 0.00111, Valid MRR: 0.32546, + + + +2023-05-10 05:37:48,541 - yago11k - [INFO] - [E:368| 0]: Train Loss:0.0011136, Val MRR:0.32546, yago11k +2023-05-10 05:39:23,381 - yago11k - [INFO] - [E:368| 100]: Train Loss:0.0011097, Val MRR:0.32546, yago11k +2023-05-10 05:41:07,304 - yago11k - [INFO] - [E:368| 200]: Train Loss:0.0011092, Val MRR:0.32546, yago11k +2023-05-10 05:42:51,832 - yago11k - [INFO] - [E:368| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 05:44:35,292 - yago11k - [INFO] - [E:368| 400]: Train Loss:0.0011092, Val MRR:0.32546, yago11k +2023-05-10 05:46:18,227 - yago11k - [INFO] - [E:368| 500]: Train Loss:0.0011095, Val MRR:0.32546, yago11k +2023-05-10 05:47:49,964 - yago11k - [INFO] - [E:368| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k +2023-05-10 05:47:49,964 - yago11k - [INFO] - [Epoch:368]: Training Loss:0.00111 + +2023-05-10 05:47:50,352 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:48:11,632 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:48:32,300 - yago11k - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.41459, Head : 0.23629, Avg : 0.32544 + +2023-05-10 05:48:32,300 - yago11k - [INFO] - [Epoch 368]: Training Loss: 0.0011097, Valid MRR: 0.32546, + + + +2023-05-10 05:48:33,514 - yago11k - [INFO] - [E:369| 0]: Train Loss:0.0011026, Val MRR:0.32546, yago11k +2023-05-10 05:50:17,210 - yago11k - [INFO] - [E:369| 100]: Train Loss:0.0011091, Val MRR:0.32546, yago11k +2023-05-10 05:52:01,379 - yago11k - [INFO] - [E:369| 200]: Train Loss:0.0011088, Val MRR:0.32546, yago11k +2023-05-10 05:53:45,536 - yago11k - [INFO] - [E:369| 300]: Train Loss:0.0011088, Val MRR:0.32546, yago11k +2023-05-10 05:55:22,170 - yago11k - [INFO] - [E:369| 400]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:57:03,329 - yago11k - [INFO] - [E:369| 500]: Train Loss:0.0011101, Val MRR:0.32546, yago11k +2023-05-10 05:58:46,930 - yago11k - [INFO] - [E:369| 600]: Train Loss:0.0011103, Val MRR:0.32546, yago11k +2023-05-10 05:58:46,930 - yago11k - [INFO] - [Epoch:369]: Training Loss:0.00111 + +2023-05-10 05:58:47,275 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:59:08,703 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:59:30,013 - yago11k - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.40923, Head : 0.23334, Avg : 0.32128 + MR: Tail : 646.99, Head : 1011.7, Avg : 829.36 + Hit-1: Tail : 0.32592, Head : 0.19144, Avg : 0.25868 + Hit-3: Tail : 0.44512, Head : 0.23145, Avg : 0.33829 + Hit-10: Tail : 0.5721, Head : 0.31398, Avg : 0.44304 +2023-05-10 05:59:30,014 - yago11k - [INFO] - [Epoch 369]: Training Loss: 0.0011103, Valid MRR: 0.32546, + + + +2023-05-10 05:59:31,196 - yago11k - [INFO] - [E:370| 0]: Train Loss:0.0011272, Val MRR:0.32546, yago11k +2023-05-10 06:01:15,522 - yago11k - [INFO] - [E:370| 100]: Train Loss:0.0011086, Val MRR:0.32546, yago11k +2023-05-10 06:02:59,951 - yago11k - [INFO] - [E:370| 200]: Train Loss:0.0011085, Val MRR:0.32546, yago11k +2023-05-10 06:04:32,842 - yago11k - [INFO] - [E:370| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 06:06:17,817 - yago11k - [INFO] - [E:370| 400]: Train Loss:0.0011106, Val MRR:0.32546, yago11k +2023-05-10 06:08:02,184 - yago11k - [INFO] - [E:370| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 06:09:46,353 - yago11k - [INFO] - [E:370| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 06:09:46,354 - yago11k - [INFO] - [Epoch:370]: Training Loss:0.00111 + +2023-05-10 06:09:46,622 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:10:07,703 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:10:31,284 - yago11k - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.41285, Head : 0.23603, Avg : 0.32444 + +2023-05-10 06:10:31,284 - yago11k - [INFO] - [Epoch 370]: Training Loss: 0.0011098, Valid MRR: 0.32546, + + + +2023-05-10 06:10:32,485 - yago11k - [INFO] - [E:371| 0]: Train Loss:0.0010929, Val MRR:0.32546, yago11k +2023-05-10 06:12:14,737 - yago11k - [INFO] - [E:371| 100]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 06:13:47,835 - yago11k - [INFO] - [E:371| 200]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 06:15:31,783 - yago11k - [INFO] - [E:371| 300]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 06:17:15,521 - yago11k - [INFO] - [E:371| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k +2023-05-10 06:18:59,533 - yago11k - [INFO] - [E:371| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 06:20:43,429 - yago11k - [INFO] - [E:371| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k +2023-05-10 06:20:43,430 - yago11k - [INFO] - [Epoch:371]: Training Loss:0.00111 + +2023-05-10 06:20:43,950 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:21:04,968 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:21:25,229 - yago11k - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.41001, Head : 0.23481, Avg : 0.32241 + +2023-05-10 06:21:25,230 - yago11k - [INFO] - [Epoch 371]: Training Loss: 0.0011097, Valid MRR: 0.32546, + + + +2023-05-10 06:21:25,898 - yago11k - [INFO] - [E:372| 0]: Train Loss:0.0011, Val MRR:0.32546, yago11k +2023-05-10 06:23:00,322 - yago11k - [INFO] - [E:372| 100]: Train Loss:0.0011082, Val MRR:0.32546, yago11k +2023-05-10 06:24:45,079 - yago11k - [INFO] - [E:372| 200]: Train Loss:0.0011078, Val MRR:0.32546, yago11k +2023-05-10 06:26:29,354 - yago11k - [INFO] - [E:372| 300]: Train Loss:0.0011081, Val MRR:0.32546, yago11k +2023-05-10 06:28:13,585 - yago11k - [INFO] - [E:372| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k +2023-05-10 06:29:58,715 - yago11k - [INFO] - [E:372| 500]: Train Loss:0.0011087, Val MRR:0.32546, yago11k +2023-05-10 06:31:31,096 - yago11k - [INFO] - [E:372| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 06:31:31,097 - yago11k - [INFO] - [Epoch:372]: Training Loss:0.001109 + +2023-05-10 06:31:31,359 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:31:52,988 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:32:13,926 - yago11k - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.4153, Head : 0.23479, Avg : 0.32505 + +2023-05-10 06:32:13,926 - yago11k - [INFO] - [Epoch 372]: Training Loss: 0.0011089, Valid MRR: 0.32546, + + + +2023-05-10 06:32:15,132 - yago11k - [INFO] - [E:373| 0]: Train Loss:0.0011043, Val MRR:0.32546, yago11k +2023-05-10 06:33:59,387 - yago11k - [INFO] - [E:373| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k +2023-05-10 06:35:44,241 - yago11k - [INFO] - [E:373| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k +2023-05-10 06:37:28,153 - yago11k - [INFO] - [E:373| 300]: Train Loss:0.0011095, Val MRR:0.32546, yago11k +2023-05-10 06:39:06,282 - yago11k - [INFO] - [E:373| 400]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 06:40:46,170 - yago11k - [INFO] - [E:373| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k +2023-05-10 06:42:30,254 - yago11k - [INFO] - [E:373| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 06:42:30,254 - yago11k - [INFO] - [Epoch:373]: Training Loss:0.001109 + +2023-05-10 06:42:30,733 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:42:51,763 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:43:12,891 - yago11k - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.41373, Head : 0.2333, Avg : 0.32351 + +2023-05-10 06:43:12,891 - yago11k - [INFO] - [Epoch 373]: Training Loss: 0.0011093, Valid MRR: 0.32546, + + + +2023-05-10 06:43:14,064 - yago11k - [INFO] - [E:374| 0]: Train Loss:0.0011373, Val MRR:0.32546, yago11k +2023-05-10 06:44:58,634 - yago11k - [INFO] - [E:374| 100]: Train Loss:0.0011103, Val MRR:0.32546, yago11k +2023-05-10 06:46:42,952 - yago11k - [INFO] - [E:374| 200]: Train Loss:0.0011082, Val MRR:0.32546, yago11k +2023-05-10 06:48:15,723 - yago11k - [INFO] - [E:374| 300]: Train Loss:0.0011087, Val MRR:0.32546, yago11k +2023-05-10 06:50:00,410 - yago11k - [INFO] - [E:374| 400]: Train Loss:0.0011088, Val MRR:0.32546, yago11k +2023-05-10 06:51:44,862 - yago11k - [INFO] - [E:374| 500]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 06:53:28,952 - yago11k - [INFO] - [E:374| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 06:53:28,952 - yago11k - [INFO] - [Epoch:374]: Training Loss:0.001109 + +2023-05-10 06:53:29,412 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:53:50,790 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:54:12,327 - yago11k - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.41777, Head : 0.23455, Avg : 0.32616 + +2023-05-10 06:54:13,341 - yago11k - [INFO] - [Epoch 374]: Training Loss: 0.0011089, Valid MRR: 0.32616, + + + +2023-05-10 06:54:14,552 - yago11k - [INFO] - [E:375| 0]: Train Loss:0.0011025, Val MRR:0.32616, yago11k +2023-05-10 06:55:58,962 - yago11k - [INFO] - [E:375| 100]: Train Loss:0.0011089, Val MRR:0.32616, yago11k +2023-05-10 06:57:32,736 - yago11k - [INFO] - [E:375| 200]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 06:59:19,289 - yago11k - [INFO] - [E:375| 300]: Train Loss:0.0011092, Val MRR:0.32616, yago11k +2023-05-10 07:01:04,039 - yago11k - [INFO] - [E:375| 400]: Train Loss:0.0011091, Val MRR:0.32616, yago11k +2023-05-10 07:02:48,676 - yago11k - [INFO] - [E:375| 500]: Train Loss:0.0011097, Val MRR:0.32616, yago11k +2023-05-10 07:04:33,381 - yago11k - [INFO] - [E:375| 600]: Train Loss:0.0011093, Val MRR:0.32616, yago11k +2023-05-10 07:04:33,381 - yago11k - [INFO] - [Epoch:375]: Training Loss:0.001109 + +2023-05-10 07:04:33,906 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:04:55,483 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:05:16,638 - yago11k - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.41037, Head : 0.23487, Avg : 0.32262 + +2023-05-10 07:05:16,638 - yago11k - [INFO] - [Epoch 375]: Training Loss: 0.0011093, Valid MRR: 0.32616, + + + +2023-05-10 07:05:17,754 - yago11k - [INFO] - [E:376| 0]: Train Loss:0.0010846, Val MRR:0.32616, yago11k +2023-05-10 07:06:50,208 - yago11k - [INFO] - [E:376| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 07:08:34,460 - yago11k - [INFO] - [E:376| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 07:10:18,758 - yago11k - [INFO] - [E:376| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 07:12:03,363 - yago11k - [INFO] - [E:376| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 07:13:47,400 - yago11k - [INFO] - [E:376| 500]: Train Loss:0.0011085, Val MRR:0.32616, yago11k +2023-05-10 07:15:19,104 - yago11k - [INFO] - [E:376| 600]: Train Loss:0.001109, Val MRR:0.32616, yago11k +2023-05-10 07:15:19,104 - yago11k - [INFO] - [Epoch:376]: Training Loss:0.001109 + +2023-05-10 07:15:19,475 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:15:41,332 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:16:02,603 - yago11k - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.41399, Head : 0.23409, Avg : 0.32404 + +2023-05-10 07:16:02,603 - yago11k - [INFO] - [Epoch 376]: Training Loss: 0.001109, Valid MRR: 0.32616, + + + +2023-05-10 07:16:03,697 - yago11k - [INFO] - [E:377| 0]: Train Loss:0.0010974, Val MRR:0.32616, yago11k +2023-05-10 07:17:48,224 - yago11k - [INFO] - [E:377| 100]: Train Loss:0.0011097, Val MRR:0.32616, yago11k +2023-05-10 07:19:33,312 - yago11k - [INFO] - [E:377| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k +2023-05-10 07:21:17,367 - yago11k - [INFO] - [E:377| 300]: Train Loss:0.0011101, Val MRR:0.32616, yago11k +2023-05-10 07:22:57,395 - yago11k - [INFO] - [E:377| 400]: Train Loss:0.0011094, Val MRR:0.32616, yago11k +2023-05-10 07:24:35,302 - yago11k - [INFO] - [E:377| 500]: Train Loss:0.0011089, Val MRR:0.32616, yago11k +2023-05-10 07:26:18,871 - yago11k - [INFO] - [E:377| 600]: Train Loss:0.0011091, Val MRR:0.32616, yago11k +2023-05-10 07:26:18,871 - yago11k - [INFO] - [Epoch:377]: Training Loss:0.001109 + +2023-05-10 07:26:19,246 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:26:40,617 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:27:02,354 - yago11k - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.41477, Head : 0.23431, Avg : 0.32454 + +2023-05-10 07:27:02,354 - yago11k - [INFO] - [Epoch 377]: Training Loss: 0.0011091, Valid MRR: 0.32616, + + + +2023-05-10 07:27:03,257 - yago11k - [INFO] - [E:378| 0]: Train Loss:0.0010991, Val MRR:0.32616, yago11k +2023-05-10 07:28:48,031 - yago11k - [INFO] - [E:378| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 07:30:32,889 - yago11k - [INFO] - [E:378| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k +2023-05-10 07:32:05,433 - yago11k - [INFO] - [E:378| 300]: Train Loss:0.0011089, Val MRR:0.32616, yago11k +2023-05-10 07:33:50,145 - yago11k - [INFO] - [E:378| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 07:35:34,398 - yago11k - [INFO] - [E:378| 500]: Train Loss:0.0011091, Val MRR:0.32616, yago11k +2023-05-10 07:37:19,060 - yago11k - [INFO] - [E:378| 600]: Train Loss:0.0011092, Val MRR:0.32616, yago11k +2023-05-10 07:37:19,060 - yago11k - [INFO] - [Epoch:378]: Training Loss:0.001109 + +2023-05-10 07:37:19,558 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:37:40,942 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:38:02,257 - yago11k - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.41275, Head : 0.23427, Avg : 0.32351 + +2023-05-10 07:38:02,263 - yago11k - [INFO] - [Epoch 378]: Training Loss: 0.0011092, Valid MRR: 0.32616, + + + +2023-05-10 07:38:04,110 - yago11k - [INFO] - [E:379| 0]: Train Loss:0.001092, Val MRR:0.32616, yago11k +2023-05-10 07:39:48,239 - yago11k - [INFO] - [E:379| 100]: Train Loss:0.0011094, Val MRR:0.32616, yago11k +2023-05-10 07:41:20,674 - yago11k - [INFO] - [E:379| 200]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 07:43:04,814 - yago11k - [INFO] - [E:379| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 07:44:48,738 - yago11k - [INFO] - [E:379| 400]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 07:46:33,948 - yago11k - [INFO] - [E:379| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 07:48:19,730 - yago11k - [INFO] - [E:379| 600]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 07:48:19,731 - yago11k - [INFO] - [Epoch:379]: Training Loss:0.001109 + +2023-05-10 07:48:20,179 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:48:41,553 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:49:03,258 - yago11k - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.41648, Head : 0.23431, Avg : 0.32539 + MR: Tail : 635.66, Head : 1006.6, Avg : 821.12 + Hit-1: Tail : 0.33593, Head : 0.19089, Avg : 0.26341 + Hit-3: Tail : 0.44665, Head : 0.23604, Avg : 0.34134 + Hit-10: Tail : 0.58183, Head : 0.31537, Avg : 0.4486 +2023-05-10 07:49:03,258 - yago11k - [INFO] - [Epoch 379]: Training Loss: 0.0011087, Valid MRR: 0.32616, + + + +2023-05-10 07:49:03,976 - yago11k - [INFO] - [E:380| 0]: Train Loss:0.0011141, Val MRR:0.32616, yago11k +2023-05-10 07:50:37,394 - yago11k - [INFO] - [E:380| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 07:52:22,056 - yago11k - [INFO] - [E:380| 200]: Train Loss:0.0011102, Val MRR:0.32616, yago11k +2023-05-10 07:54:07,146 - yago11k - [INFO] - [E:380| 300]: Train Loss:0.0011096, Val MRR:0.32616, yago11k +2023-05-10 07:55:51,266 - yago11k - [INFO] - [E:380| 400]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 07:57:35,238 - yago11k - [INFO] - [E:380| 500]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 07:59:07,397 - yago11k - [INFO] - [E:380| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 07:59:07,397 - yago11k - [INFO] - [Epoch:380]: Training Loss:0.001109 + +2023-05-10 07:59:07,660 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:59:29,141 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:59:50,161 - yago11k - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.41507, Head : 0.23524, Avg : 0.32516 + +2023-05-10 07:59:50,161 - yago11k - [INFO] - [Epoch 380]: Training Loss: 0.0011086, Valid MRR: 0.32616, + + + +2023-05-10 07:59:51,368 - yago11k - [INFO] - [E:381| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k +2023-05-10 08:01:36,079 - yago11k - [INFO] - [E:381| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 08:03:19,947 - yago11k - [INFO] - [E:381| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 08:05:04,786 - yago11k - [INFO] - [E:381| 300]: Train Loss:0.0011085, Val MRR:0.32616, yago11k +2023-05-10 08:06:42,888 - yago11k - [INFO] - [E:381| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 08:08:22,071 - yago11k - [INFO] - [E:381| 500]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 08:10:06,026 - yago11k - [INFO] - [E:381| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 08:10:06,026 - yago11k - [INFO] - [Epoch:381]: Training Loss:0.001109 + +2023-05-10 08:10:06,408 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:10:28,112 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:10:49,396 - yago11k - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.41497, Head : 0.23378, Avg : 0.32437 + +2023-05-10 08:10:49,397 - yago11k - [INFO] - [Epoch 381]: Training Loss: 0.0011086, Valid MRR: 0.32616, + + + +2023-05-10 08:10:50,496 - yago11k - [INFO] - [E:382| 0]: Train Loss:0.0011194, Val MRR:0.32616, yago11k +2023-05-10 08:12:34,530 - yago11k - [INFO] - [E:382| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 08:14:19,446 - yago11k - [INFO] - [E:382| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 08:15:51,843 - yago11k - [INFO] - [E:382| 300]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 08:17:36,571 - yago11k - [INFO] - [E:382| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 08:19:21,000 - yago11k - [INFO] - [E:382| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 08:21:05,434 - yago11k - [INFO] - [E:382| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 08:21:05,435 - yago11k - [INFO] - [Epoch:382]: Training Loss:0.001108 + +2023-05-10 08:21:05,697 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:21:27,500 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:21:48,686 - yago11k - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.41418, Head : 0.23374, Avg : 0.32396 + +2023-05-10 08:21:48,686 - yago11k - [INFO] - [Epoch 382]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-05-10 08:21:49,842 - yago11k - [INFO] - [E:383| 0]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 08:23:34,912 - yago11k - [INFO] - [E:383| 100]: Train Loss:0.00111, Val MRR:0.32616, yago11k +2023-05-10 08:25:08,299 - yago11k - [INFO] - [E:383| 200]: Train Loss:0.0011085, Val MRR:0.32616, yago11k +2023-05-10 08:26:52,817 - yago11k - [INFO] - [E:383| 300]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 08:28:37,769 - yago11k - [INFO] - [E:383| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 08:30:21,929 - yago11k - [INFO] - [E:383| 500]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 08:32:06,671 - yago11k - [INFO] - [E:383| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 08:32:06,672 - yago11k - [INFO] - [Epoch:383]: Training Loss:0.001108 + +2023-05-10 08:32:07,165 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:32:28,224 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:32:49,432 - yago11k - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.41376, Head : 0.23614, Avg : 0.32495 + +2023-05-10 08:32:49,432 - yago11k - [INFO] - [Epoch 383]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-05-10 08:32:50,088 - yago11k - [INFO] - [E:384| 0]: Train Loss:0.0010946, Val MRR:0.32616, yago11k +2023-05-10 08:34:23,012 - yago11k - [INFO] - [E:384| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 08:36:09,486 - yago11k - [INFO] - [E:384| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 08:37:54,590 - yago11k - [INFO] - [E:384| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 08:39:39,371 - yago11k - [INFO] - [E:384| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 08:41:23,009 - yago11k - [INFO] - [E:384| 500]: Train Loss:0.0011083, Val MRR:0.32616, yago11k +2023-05-10 08:42:54,647 - yago11k - [INFO] - [E:384| 600]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 08:42:54,647 - yago11k - [INFO] - [Epoch:384]: Training Loss:0.001108 + +2023-05-10 08:42:55,151 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:43:16,471 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:43:37,553 - yago11k - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.41496, Head : 0.23283, Avg : 0.3239 + +2023-05-10 08:43:37,553 - yago11k - [INFO] - [Epoch 384]: Training Loss: 0.0011082, Valid MRR: 0.32616, + + + +2023-05-10 08:43:38,642 - yago11k - [INFO] - [E:385| 0]: Train Loss:0.001115, Val MRR:0.32616, yago11k +2023-05-10 08:45:22,829 - yago11k - [INFO] - [E:385| 100]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 08:47:07,607 - yago11k - [INFO] - [E:385| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k +2023-05-10 08:48:51,627 - yago11k - [INFO] - [E:385| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 08:50:33,523 - yago11k - [INFO] - [E:385| 400]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 08:52:09,937 - yago11k - [INFO] - [E:385| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 08:53:53,880 - yago11k - [INFO] - [E:385| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 08:53:53,881 - yago11k - [INFO] - [Epoch:385]: Training Loss:0.001108 + +2023-05-10 08:53:54,192 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:54:15,217 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:54:37,014 - yago11k - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.41069, Head : 0.23526, Avg : 0.32297 + +2023-05-10 08:54:37,014 - yago11k - [INFO] - [Epoch 385]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-05-10 08:54:37,921 - yago11k - [INFO] - [E:386| 0]: Train Loss:0.0011014, Val MRR:0.32616, yago11k +2023-05-10 08:56:22,194 - yago11k - [INFO] - [E:386| 100]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 08:58:05,860 - yago11k - [INFO] - [E:386| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 08:59:37,446 - yago11k - [INFO] - [E:386| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:01:22,327 - yago11k - [INFO] - [E:386| 400]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 09:03:07,880 - yago11k - [INFO] - [E:386| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 09:04:51,848 - yago11k - [INFO] - [E:386| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:04:51,849 - yago11k - [INFO] - [Epoch:386]: Training Loss:0.001108 + +2023-05-10 09:04:52,269 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:05:13,865 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:05:34,949 - yago11k - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.41328, Head : 0.23324, Avg : 0.32326 + +2023-05-10 09:05:34,949 - yago11k - [INFO] - [Epoch 386]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-05-10 09:05:36,142 - yago11k - [INFO] - [E:387| 0]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 09:07:21,254 - yago11k - [INFO] - [E:387| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 09:08:54,651 - yago11k - [INFO] - [E:387| 200]: Train Loss:0.001109, Val MRR:0.32616, yago11k +2023-05-10 09:10:39,087 - yago11k - [INFO] - [E:387| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:12:23,239 - yago11k - [INFO] - [E:387| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:14:06,959 - yago11k - [INFO] - [E:387| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 09:15:50,769 - yago11k - [INFO] - [E:387| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:15:50,769 - yago11k - [INFO] - [Epoch:387]: Training Loss:0.001108 + +2023-05-10 09:15:51,290 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:16:11,843 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:16:33,109 - yago11k - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.41836, Head : 0.23366, Avg : 0.32601 + +2023-05-10 09:16:33,110 - yago11k - [INFO] - [Epoch 387]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-05-10 09:16:34,024 - yago11k - [INFO] - [E:388| 0]: Train Loss:0.0010996, Val MRR:0.32616, yago11k +2023-05-10 09:18:03,603 - yago11k - [INFO] - [E:388| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 09:19:48,613 - yago11k - [INFO] - [E:388| 200]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 09:21:32,972 - yago11k - [INFO] - [E:388| 300]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 09:23:26,255 - yago11k - [INFO] - [E:388| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 09:25:15,255 - yago11k - [INFO] - [E:388| 500]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 09:26:47,484 - yago11k - [INFO] - [E:388| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 09:26:47,485 - yago11k - [INFO] - [Epoch:388]: Training Loss:0.001108 + +2023-05-10 09:26:48,006 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:27:09,026 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:27:30,487 - yago11k - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.414, Head : 0.23335, Avg : 0.32367 + +2023-05-10 09:27:30,487 - yago11k - [INFO] - [Epoch 388]: Training Loss: 0.0011076, Valid MRR: 0.32616, + + + +2023-05-10 09:27:31,674 - yago11k - [INFO] - [E:389| 0]: Train Loss:0.0010938, Val MRR:0.32616, yago11k +2023-05-10 09:29:16,587 - yago11k - [INFO] - [E:389| 100]: Train Loss:0.0011085, Val MRR:0.32616, yago11k +2023-05-10 09:31:02,072 - yago11k - [INFO] - [E:389| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 09:32:46,584 - yago11k - [INFO] - [E:389| 300]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 09:34:31,896 - yago11k - [INFO] - [E:389| 400]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:36:04,110 - yago11k - [INFO] - [E:389| 500]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 09:37:47,607 - yago11k - [INFO] - [E:389| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:37:47,607 - yago11k - [INFO] - [Epoch:389]: Training Loss:0.001108 + +2023-05-10 09:37:47,955 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:38:09,440 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:38:30,757 - yago11k - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.41301, Head : 0.23308, Avg : 0.32305 + MR: Tail : 649.69, Head : 1030.0, Avg : 839.83 + Hit-1: Tail : 0.3312, Head : 0.19228, Avg : 0.26174 + Hit-3: Tail : 0.44749, Head : 0.22992, Avg : 0.33871 + Hit-10: Tail : 0.57697, Head : 0.30953, Avg : 0.44325 +2023-05-10 09:38:30,758 - yago11k - [INFO] - [Epoch 389]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-05-10 09:38:31,951 - yago11k - [INFO] - [E:390| 0]: Train Loss:0.0011191, Val MRR:0.32616, yago11k +2023-05-10 09:40:15,884 - yago11k - [INFO] - [E:390| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 09:42:00,982 - yago11k - [INFO] - [E:390| 200]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 09:43:44,669 - yago11k - [INFO] - [E:390| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 09:45:17,848 - yago11k - [INFO] - [E:390| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 09:47:01,969 - yago11k - [INFO] - [E:390| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:48:45,854 - yago11k - [INFO] - [E:390| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 09:48:45,855 - yago11k - [INFO] - [Epoch:390]: Training Loss:0.001108 + +2023-05-10 09:48:46,349 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:49:07,381 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:49:28,489 - yago11k - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.4131, Head : 0.2325, Avg : 0.3228 + +2023-05-10 09:49:28,489 - yago11k - [INFO] - [Epoch 390]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-05-10 09:49:29,623 - yago11k - [INFO] - [E:391| 0]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:51:14,945 - yago11k - [INFO] - [E:391| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 09:52:50,784 - yago11k - [INFO] - [E:391| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:54:33,243 - yago11k - [INFO] - [E:391| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:56:17,438 - yago11k - [INFO] - [E:391| 400]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 09:58:02,795 - yago11k - [INFO] - [E:391| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 09:59:46,596 - yago11k - [INFO] - [E:391| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 09:59:46,596 - yago11k - [INFO] - [Epoch:391]: Training Loss:0.001108 + +2023-05-10 09:59:46,944 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:00:08,067 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:00:29,419 - yago11k - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.41227, Head : 0.23371, Avg : 0.32299 + +2023-05-10 10:00:29,419 - yago11k - [INFO] - [Epoch 391]: Training Loss: 0.0011079, Valid MRR: 0.32616, + + + +2023-05-10 10:00:30,511 - yago11k - [INFO] - [E:392| 0]: Train Loss:0.0010999, Val MRR:0.32616, yago11k +2023-05-10 10:02:02,942 - yago11k - [INFO] - [E:392| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 10:03:47,614 - yago11k - [INFO] - [E:392| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 10:05:31,676 - yago11k - [INFO] - [E:392| 300]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 10:07:15,255 - yago11k - [INFO] - [E:392| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 10:08:59,562 - yago11k - [INFO] - [E:392| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 10:10:31,395 - yago11k - [INFO] - [E:392| 600]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 10:10:31,396 - yago11k - [INFO] - [Epoch:392]: Training Loss:0.001108 + +2023-05-10 10:10:31,741 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:10:53,478 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:11:14,587 - yago11k - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.41275, Head : 0.23425, Avg : 0.3235 + +2023-05-10 10:11:14,587 - yago11k - [INFO] - [Epoch 392]: Training Loss: 0.0011077, Valid MRR: 0.32616, + + + +2023-05-10 10:11:15,731 - yago11k - [INFO] - [E:393| 0]: Train Loss:0.0011039, Val MRR:0.32616, yago11k +2023-05-10 10:12:59,213 - yago11k - [INFO] - [E:393| 100]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 10:14:46,016 - yago11k - [INFO] - [E:393| 200]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 10:16:29,567 - yago11k - [INFO] - [E:393| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 10:18:12,883 - yago11k - [INFO] - [E:393| 400]: Train Loss:0.0011083, Val MRR:0.32616, yago11k +2023-05-10 10:19:45,751 - yago11k - [INFO] - [E:393| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 10:21:28,658 - yago11k - [INFO] - [E:393| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 10:21:28,658 - yago11k - [INFO] - [Epoch:393]: Training Loss:0.001108 + +2023-05-10 10:21:28,921 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:21:50,206 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:22:11,204 - yago11k - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.41227, Head : 0.23513, Avg : 0.3237 + +2023-05-10 10:22:11,204 - yago11k - [INFO] - [Epoch 393]: Training Loss: 0.0011079, Valid MRR: 0.32616, + + + +2023-05-10 10:22:12,486 - yago11k - [INFO] - [E:394| 0]: Train Loss:0.0011173, Val MRR:0.32616, yago11k +2023-05-10 10:23:56,102 - yago11k - [INFO] - [E:394| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 10:25:40,350 - yago11k - [INFO] - [E:394| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 10:27:23,503 - yago11k - [INFO] - [E:394| 300]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 10:28:56,466 - yago11k - [INFO] - [E:394| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 10:30:39,953 - yago11k - [INFO] - [E:394| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 10:32:23,459 - yago11k - [INFO] - [E:394| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 10:32:23,460 - yago11k - [INFO] - [Epoch:394]: Training Loss:0.001107 + +2023-05-10 10:32:23,744 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:32:44,820 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:33:06,583 - yago11k - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.41515, Head : 0.23439, Avg : 0.32477 + +2023-05-10 10:33:06,584 - yago11k - [INFO] - [Epoch 394]: Training Loss: 0.0011075, Valid MRR: 0.32616, + + + +2023-05-10 10:33:07,674 - yago11k - [INFO] - [E:395| 0]: Train Loss:0.0010845, Val MRR:0.32616, yago11k +2023-05-10 10:34:51,760 - yago11k - [INFO] - [E:395| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 10:36:34,473 - yago11k - [INFO] - [E:395| 200]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 10:38:09,329 - yago11k - [INFO] - [E:395| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 10:39:52,876 - yago11k - [INFO] - [E:395| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 10:41:36,482 - yago11k - [INFO] - [E:395| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 10:43:19,564 - yago11k - [INFO] - [E:395| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 10:43:19,564 - yago11k - [INFO] - [Epoch:395]: Training Loss:0.001108 + +2023-05-10 10:43:19,867 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:43:40,576 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:44:00,894 - yago11k - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.41376, Head : 0.2349, Avg : 0.32433 + +2023-05-10 10:44:00,894 - yago11k - [INFO] - [Epoch 395]: Training Loss: 0.0011075, Valid MRR: 0.32616, + + + +2023-05-10 10:44:02,085 - yago11k - [INFO] - [E:396| 0]: Train Loss:0.0010919, Val MRR:0.32616, yago11k +2023-05-10 10:45:34,287 - yago11k - [INFO] - [E:396| 100]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 10:47:18,365 - yago11k - [INFO] - [E:396| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 10:49:02,806 - yago11k - [INFO] - [E:396| 300]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 10:50:46,909 - yago11k - [INFO] - [E:396| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 10:52:31,720 - yago11k - [INFO] - [E:396| 500]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 10:54:06,519 - yago11k - [INFO] - [E:396| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 10:54:06,519 - yago11k - [INFO] - [Epoch:396]: Training Loss:0.001107 + +2023-05-10 10:54:06,742 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:54:24,588 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:54:46,069 - yago11k - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.41301, Head : 0.2341, Avg : 0.32356 + +2023-05-10 10:54:46,069 - yago11k - [INFO] - [Epoch 396]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-05-10 10:54:47,174 - yago11k - [INFO] - [E:397| 0]: Train Loss:0.0010969, Val MRR:0.32616, yago11k +2023-05-10 10:56:32,093 - yago11k - [INFO] - [E:397| 100]: Train Loss:0.0011048, Val MRR:0.32616, yago11k +2023-05-10 10:58:16,141 - yago11k - [INFO] - [E:397| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 11:00:00,104 - yago11k - [INFO] - [E:397| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 11:01:46,600 - yago11k - [INFO] - [E:397| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 11:03:19,807 - yago11k - [INFO] - [E:397| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k +2023-05-10 11:05:02,739 - yago11k - [INFO] - [E:397| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 11:05:02,739 - yago11k - [INFO] - [Epoch:397]: Training Loss:0.001107 + +2023-05-10 11:05:03,046 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:05:23,902 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:05:45,418 - yago11k - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.41184, Head : 0.23554, Avg : 0.32369 + +2023-05-10 11:05:45,418 - yago11k - [INFO] - [Epoch 397]: Training Loss: 0.0011071, Valid MRR: 0.32616, + + + +2023-05-10 11:05:46,265 - yago11k - [INFO] - [E:398| 0]: Train Loss:0.0011113, Val MRR:0.32616, yago11k +2023-05-10 11:07:30,041 - yago11k - [INFO] - [E:398| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k +2023-05-10 11:09:14,184 - yago11k - [INFO] - [E:398| 200]: Train Loss:0.0011088, Val MRR:0.32616, yago11k +2023-05-10 11:10:58,207 - yago11k - [INFO] - [E:398| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 11:12:30,903 - yago11k - [INFO] - [E:398| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 11:14:14,600 - yago11k - [INFO] - [E:398| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 11:15:58,284 - yago11k - [INFO] - [E:398| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 11:15:58,284 - yago11k - [INFO] - [Epoch:398]: Training Loss:0.001107 + +2023-05-10 11:15:58,807 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:16:20,031 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:16:41,496 - yago11k - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.41536, Head : 0.23278, Avg : 0.32407 + +2023-05-10 11:16:41,496 - yago11k - [INFO] - [Epoch 398]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-05-10 11:16:42,606 - yago11k - [INFO] - [E:399| 0]: Train Loss:0.0010941, Val MRR:0.32616, yago11k +2023-05-10 11:18:26,111 - yago11k - [INFO] - [E:399| 100]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 11:20:09,613 - yago11k - [INFO] - [E:399| 200]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 11:21:41,516 - yago11k - [INFO] - [E:399| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 11:23:25,212 - yago11k - [INFO] - [E:399| 400]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 11:25:08,987 - yago11k - [INFO] - [E:399| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 11:26:52,986 - yago11k - [INFO] - [E:399| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 11:26:52,986 - yago11k - [INFO] - [Epoch:399]: Training Loss:0.001107 + +2023-05-10 11:26:53,250 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:27:14,535 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:27:35,371 - yago11k - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.41251, Head : 0.23381, Avg : 0.32316 + MR: Tail : 636.6, Head : 1029.5, Avg : 833.03 + Hit-1: Tail : 0.33134, Head : 0.192, Avg : 0.26167 + Hit-3: Tail : 0.44415, Head : 0.23131, Avg : 0.33773 + Hit-10: Tail : 0.57724, Head : 0.31675, Avg : 0.447 +2023-05-10 11:27:35,372 - yago11k - [INFO] - [Epoch 399]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-05-10 11:27:36,556 - yago11k - [INFO] - [E:400| 0]: Train Loss:0.0010934, Val MRR:0.32616, yago11k +2023-05-10 11:29:11,826 - yago11k - [INFO] - [E:400| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 11:30:54,057 - yago11k - [INFO] - [E:400| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 11:32:38,742 - yago11k - [INFO] - [E:400| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 11:34:23,664 - yago11k - [INFO] - [E:400| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 11:36:08,022 - yago11k - [INFO] - [E:400| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 11:37:47,253 - yago11k - [INFO] - [E:400| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 11:37:47,253 - yago11k - [INFO] - [Epoch:400]: Training Loss:0.001107 + +2023-05-10 11:37:47,472 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:37:59,850 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:38:21,320 - yago11k - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.40897, Head : 0.23402, Avg : 0.32149 + +2023-05-10 11:38:21,321 - yago11k - [INFO] - [Epoch 400]: Training Loss: 0.0011071, Valid MRR: 0.32616, + + + +2023-05-10 11:38:22,255 - yago11k - [INFO] - [E:401| 0]: Train Loss:0.0011318, Val MRR:0.32616, yago11k +2023-05-10 11:40:08,182 - yago11k - [INFO] - [E:401| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 11:41:59,935 - yago11k - [INFO] - [E:401| 200]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 11:43:44,959 - yago11k - [INFO] - [E:401| 300]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 11:45:29,693 - yago11k - [INFO] - [E:401| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 11:47:09,273 - yago11k - [INFO] - [E:401| 500]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 11:48:46,162 - yago11k - [INFO] - [E:401| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 11:48:46,162 - yago11k - [INFO] - [Epoch:401]: Training Loss:0.001107 + +2023-05-10 11:48:46,516 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:49:08,246 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:49:29,345 - yago11k - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.41378, Head : 0.23359, Avg : 0.32368 + +2023-05-10 11:49:29,345 - yago11k - [INFO] - [Epoch 401]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-05-10 11:49:30,503 - yago11k - [INFO] - [E:402| 0]: Train Loss:0.0011035, Val MRR:0.32616, yago11k +2023-05-10 11:51:17,183 - yago11k - [INFO] - [E:402| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 11:53:01,048 - yago11k - [INFO] - [E:402| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 11:54:45,252 - yago11k - [INFO] - [E:402| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 11:56:18,538 - yago11k - [INFO] - [E:402| 400]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 11:58:02,514 - yago11k - [INFO] - [E:402| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k +2023-05-10 11:59:46,294 - yago11k - [INFO] - [E:402| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 11:59:46,294 - yago11k - [INFO] - [Epoch:402]: Training Loss:0.001107 + +2023-05-10 11:59:46,643 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:00:08,079 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:00:29,744 - yago11k - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.41518, Head : 0.23355, Avg : 0.32437 + +2023-05-10 12:00:29,744 - yago11k - [INFO] - [Epoch 402]: Training Loss: 0.001107, Valid MRR: 0.32616, + + + +2023-05-10 12:00:30,925 - yago11k - [INFO] - [E:403| 0]: Train Loss:0.0011045, Val MRR:0.32616, yago11k +2023-05-10 12:02:15,505 - yago11k - [INFO] - [E:403| 100]: Train Loss:0.0011041, Val MRR:0.32616, yago11k +2023-05-10 12:03:59,744 - yago11k - [INFO] - [E:403| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 12:05:33,233 - yago11k - [INFO] - [E:403| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 12:07:18,550 - yago11k - [INFO] - [E:403| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:09:02,713 - yago11k - [INFO] - [E:403| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 12:10:47,011 - yago11k - [INFO] - [E:403| 600]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 12:10:47,012 - yago11k - [INFO] - [Epoch:403]: Training Loss:0.001107 + +2023-05-10 12:10:47,497 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:11:08,925 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:11:29,977 - yago11k - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.41207, Head : 0.2349, Avg : 0.32349 + +2023-05-10 12:11:29,978 - yago11k - [INFO] - [Epoch 403]: Training Loss: 0.0011069, Valid MRR: 0.32616, + + + +2023-05-10 12:11:31,189 - yago11k - [INFO] - [E:404| 0]: Train Loss:0.0011172, Val MRR:0.32616, yago11k +2023-05-10 12:13:16,039 - yago11k - [INFO] - [E:404| 100]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 12:14:48,541 - yago11k - [INFO] - [E:404| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 12:16:32,038 - yago11k - [INFO] - [E:404| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:18:16,592 - yago11k - [INFO] - [E:404| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 12:20:01,529 - yago11k - [INFO] - [E:404| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:21:46,352 - yago11k - [INFO] - [E:404| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 12:21:46,353 - yago11k - [INFO] - [Epoch:404]: Training Loss:0.001106 + +2023-05-10 12:21:46,799 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:22:03,782 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:22:15,880 - yago11k - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.41431, Head : 0.23264, Avg : 0.32348 + +2023-05-10 12:22:15,880 - yago11k - [INFO] - [Epoch 404]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-05-10 12:22:16,548 - yago11k - [INFO] - [E:405| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k +2023-05-10 12:24:01,800 - yago11k - [INFO] - [E:405| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k +2023-05-10 12:25:46,358 - yago11k - [INFO] - [E:405| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 12:27:31,368 - yago11k - [INFO] - [E:405| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 12:29:15,956 - yago11k - [INFO] - [E:405| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 12:30:53,818 - yago11k - [INFO] - [E:405| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:32:32,614 - yago11k - [INFO] - [E:405| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 12:32:32,614 - yago11k - [INFO] - [Epoch:405]: Training Loss:0.001107 + +2023-05-10 12:32:32,968 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:32:54,680 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:33:16,359 - yago11k - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.41175, Head : 0.2329, Avg : 0.32233 + +2023-05-10 12:33:16,360 - yago11k - [INFO] - [Epoch 405]: Training Loss: 0.001107, Valid MRR: 0.32616, + + + +2023-05-10 12:33:17,204 - yago11k - [INFO] - [E:406| 0]: Train Loss:0.0011003, Val MRR:0.32616, yago11k +2023-05-10 12:35:01,463 - yago11k - [INFO] - [E:406| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k +2023-05-10 12:36:46,275 - yago11k - [INFO] - [E:406| 200]: Train Loss:0.0011092, Val MRR:0.32616, yago11k +2023-05-10 12:38:31,432 - yago11k - [INFO] - [E:406| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 12:40:07,137 - yago11k - [INFO] - [E:406| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 12:41:52,291 - yago11k - [INFO] - [E:406| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 12:43:36,335 - yago11k - [INFO] - [E:406| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 12:43:36,336 - yago11k - [INFO] - [Epoch:406]: Training Loss:0.001108 + +2023-05-10 12:43:36,678 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:43:57,839 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:44:19,274 - yago11k - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.41662, Head : 0.23331, Avg : 0.32497 + +2023-05-10 12:44:19,275 - yago11k - [INFO] - [Epoch 406]: Training Loss: 0.0011076, Valid MRR: 0.32616, + + + +2023-05-10 12:44:20,372 - yago11k - [INFO] - [E:407| 0]: Train Loss:0.0011083, Val MRR:0.32616, yago11k +2023-05-10 12:46:05,439 - yago11k - [INFO] - [E:407| 100]: Train Loss:0.0011096, Val MRR:0.32616, yago11k +2023-05-10 12:47:49,810 - yago11k - [INFO] - [E:407| 200]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 12:49:22,965 - yago11k - [INFO] - [E:407| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:51:07,436 - yago11k - [INFO] - [E:407| 400]: Train Loss:0.0011066, Val MRR:0.32616, yago11k +2023-05-10 12:52:51,361 - yago11k - [INFO] - [E:407| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 12:54:34,989 - yago11k - [INFO] - [E:407| 600]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 12:54:34,989 - yago11k - [INFO] - [Epoch:407]: Training Loss:0.001107 + +2023-05-10 12:54:35,252 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:54:57,005 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:55:18,109 - yago11k - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.41516, Head : 0.23588, Avg : 0.32552 + +2023-05-10 12:55:18,109 - yago11k - [INFO] - [Epoch 407]: Training Loss: 0.0011067, Valid MRR: 0.32616, + + + +2023-05-10 12:55:19,357 - yago11k - [INFO] - [E:408| 0]: Train Loss:0.0010984, Val MRR:0.32616, yago11k +2023-05-10 12:57:04,087 - yago11k - [INFO] - [E:408| 100]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 12:58:37,418 - yago11k - [INFO] - [E:408| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 13:00:22,322 - yago11k - [INFO] - [E:408| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 13:02:05,974 - yago11k - [INFO] - [E:408| 400]: Train Loss:0.0011068, Val MRR:0.32616, yago11k +2023-05-10 13:03:49,877 - yago11k - [INFO] - [E:408| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 13:05:32,735 - yago11k - [INFO] - [E:408| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 13:05:32,735 - yago11k - [INFO] - [Epoch:408]: Training Loss:0.001106 + +2023-05-10 13:05:33,249 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:05:54,112 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:06:06,158 - yago11k - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.41071, Head : 0.23214, Avg : 0.32142 + +2023-05-10 13:06:06,159 - yago11k - [INFO] - [Epoch 408]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-05-10 13:06:06,807 - yago11k - [INFO] - [E:409| 0]: Train Loss:0.0010873, Val MRR:0.32616, yago11k +2023-05-10 13:07:47,815 - yago11k - [INFO] - [E:409| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 13:09:32,359 - yago11k - [INFO] - [E:409| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 13:11:17,027 - yago11k - [INFO] - [E:409| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 13:13:01,500 - yago11k - [INFO] - [E:409| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 13:14:44,092 - yago11k - [INFO] - [E:409| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 13:16:18,982 - yago11k - [INFO] - [E:409| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 13:16:18,983 - yago11k - [INFO] - [Epoch:409]: Training Loss:0.001106 + +2023-05-10 13:16:19,486 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:16:40,712 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:17:01,948 - yago11k - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.41303, Head : 0.23298, Avg : 0.32301 + MR: Tail : 664.73, Head : 1025.6, Avg : 845.15 + Hit-1: Tail : 0.33051, Head : 0.19214, Avg : 0.26132 + Hit-3: Tail : 0.44679, Head : 0.23131, Avg : 0.33905 + Hit-10: Tail : 0.57433, Head : 0.31092, Avg : 0.44262 +2023-05-10 13:17:01,948 - yago11k - [INFO] - [Epoch 409]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-05-10 13:17:03,026 - yago11k - [INFO] - [E:410| 0]: Train Loss:0.0011203, Val MRR:0.32616, yago11k +2023-05-10 13:18:48,050 - yago11k - [INFO] - [E:410| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 13:20:32,539 - yago11k - [INFO] - [E:410| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 13:22:17,311 - yago11k - [INFO] - [E:410| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 13:23:49,951 - yago11k - [INFO] - [E:410| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 13:25:33,887 - yago11k - [INFO] - [E:410| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 13:27:17,897 - yago11k - [INFO] - [E:410| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 13:27:17,897 - yago11k - [INFO] - [Epoch:410]: Training Loss:0.001106 + +2023-05-10 13:27:18,245 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:27:42,552 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:28:04,026 - yago11k - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.41492, Head : 0.23389, Avg : 0.3244 + +2023-05-10 13:28:04,026 - yago11k - [INFO] - [Epoch 410]: Training Loss: 0.0011062, Valid MRR: 0.32616, + + + +2023-05-10 13:28:05,129 - yago11k - [INFO] - [E:411| 0]: Train Loss:0.001112, Val MRR:0.32616, yago11k +2023-05-10 13:29:50,039 - yago11k - [INFO] - [E:411| 100]: Train Loss:0.0011046, Val MRR:0.32616, yago11k +2023-05-10 13:31:34,761 - yago11k - [INFO] - [E:411| 200]: Train Loss:0.0011052, Val MRR:0.32616, yago11k +2023-05-10 13:33:08,281 - yago11k - [INFO] - [E:411| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 13:34:52,566 - yago11k - [INFO] - [E:411| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 13:36:36,273 - yago11k - [INFO] - [E:411| 500]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 13:38:20,966 - yago11k - [INFO] - [E:411| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 13:38:20,967 - yago11k - [INFO] - [Epoch:411]: Training Loss:0.001106 + +2023-05-10 13:38:21,295 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:38:42,795 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:39:04,754 - yago11k - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.41539, Head : 0.23504, Avg : 0.32521 + +2023-05-10 13:39:04,754 - yago11k - [INFO] - [Epoch 411]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-05-10 13:39:05,621 - yago11k - [INFO] - [E:412| 0]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 13:40:49,885 - yago11k - [INFO] - [E:412| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 13:42:22,809 - yago11k - [INFO] - [E:412| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 13:44:07,091 - yago11k - [INFO] - [E:412| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 13:45:51,881 - yago11k - [INFO] - [E:412| 400]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 13:47:35,377 - yago11k - [INFO] - [E:412| 500]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 13:49:19,021 - yago11k - [INFO] - [E:412| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 13:49:19,021 - yago11k - [INFO] - [Epoch:412]: Training Loss:0.001106 + +2023-05-10 13:49:19,333 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:49:40,419 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:49:52,517 - yago11k - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.41186, Head : 0.23542, Avg : 0.32364 + +2023-05-10 13:49:52,517 - yago11k - [INFO] - [Epoch 412]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-05-10 13:49:53,192 - yago11k - [INFO] - [E:413| 0]: Train Loss:0.0010921, Val MRR:0.32616, yago11k +2023-05-10 13:51:34,424 - yago11k - [INFO] - [E:413| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 13:53:18,785 - yago11k - [INFO] - [E:413| 200]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 13:55:03,530 - yago11k - [INFO] - [E:413| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 13:56:48,084 - yago11k - [INFO] - [E:413| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 13:58:30,011 - yago11k - [INFO] - [E:413| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 14:00:04,198 - yago11k - [INFO] - [E:413| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 14:00:04,198 - yago11k - [INFO] - [Epoch:413]: Training Loss:0.001106 + +2023-05-10 14:00:04,546 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:00:26,090 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:00:47,287 - yago11k - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.41253, Head : 0.2361, Avg : 0.32432 + +2023-05-10 14:00:47,287 - yago11k - [INFO] - [Epoch 413]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-05-10 14:00:48,387 - yago11k - [INFO] - [E:414| 0]: Train Loss:0.0011106, Val MRR:0.32616, yago11k +2023-05-10 14:02:32,904 - yago11k - [INFO] - [E:414| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 14:04:16,297 - yago11k - [INFO] - [E:414| 200]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 14:06:00,594 - yago11k - [INFO] - [E:414| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 14:07:33,769 - yago11k - [INFO] - [E:414| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 14:09:18,734 - yago11k - [INFO] - [E:414| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 14:11:02,491 - yago11k - [INFO] - [E:414| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 14:11:02,491 - yago11k - [INFO] - [Epoch:414]: Training Loss:0.001106 + +2023-05-10 14:11:02,839 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:11:24,854 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:11:45,791 - yago11k - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.41166, Head : 0.23296, Avg : 0.32231 + +2023-05-10 14:11:45,791 - yago11k - [INFO] - [Epoch 414]: Training Loss: 0.0011062, Valid MRR: 0.32616, + + + +2023-05-10 14:11:46,861 - yago11k - [INFO] - [E:415| 0]: Train Loss:0.0010963, Val MRR:0.32616, yago11k +2023-05-10 14:13:31,080 - yago11k - [INFO] - [E:415| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 14:15:16,021 - yago11k - [INFO] - [E:415| 200]: Train Loss:0.0011048, Val MRR:0.32616, yago11k +2023-05-10 14:16:52,043 - yago11k - [INFO] - [E:415| 300]: Train Loss:0.001105, Val MRR:0.32616, yago11k +2023-05-10 14:18:36,602 - yago11k - [INFO] - [E:415| 400]: Train Loss:0.0011048, Val MRR:0.32616, yago11k +2023-05-10 14:20:20,650 - yago11k - [INFO] - [E:415| 500]: Train Loss:0.0011054, Val MRR:0.32616, yago11k +2023-05-10 14:22:04,457 - yago11k - [INFO] - [E:415| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 14:22:04,458 - yago11k - [INFO] - [Epoch:415]: Training Loss:0.001106 + +2023-05-10 14:22:04,868 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:22:26,089 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:22:47,489 - yago11k - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.41114, Head : 0.23275, Avg : 0.32194 + +2023-05-10 14:22:47,489 - yago11k - [INFO] - [Epoch 415]: Training Loss: 0.001106, Valid MRR: 0.32616, + + + +2023-05-10 14:22:48,326 - yago11k - [INFO] - [E:416| 0]: Train Loss:0.0011231, Val MRR:0.32616, yago11k +2023-05-10 14:24:31,906 - yago11k - [INFO] - [E:416| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 14:26:05,148 - yago11k - [INFO] - [E:416| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 14:27:49,120 - yago11k - [INFO] - [E:416| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 14:29:32,770 - yago11k - [INFO] - [E:416| 400]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 14:31:17,581 - yago11k - [INFO] - [E:416| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 14:33:00,591 - yago11k - [INFO] - [E:416| 600]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 14:33:00,591 - yago11k - [INFO] - [Epoch:416]: Training Loss:0.001106 + +2023-05-10 14:33:01,110 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:33:22,363 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:33:40,169 - yago11k - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.41167, Head : 0.23252, Avg : 0.3221 + +2023-05-10 14:33:40,169 - yago11k - [INFO] - [Epoch 416]: Training Loss: 0.0011058, Valid MRR: 0.32616, + + + +2023-05-10 14:33:40,815 - yago11k - [INFO] - [E:417| 0]: Train Loss:0.0011095, Val MRR:0.32616, yago11k +2023-05-10 14:35:17,209 - yago11k - [INFO] - [E:417| 100]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 14:37:01,979 - yago11k - [INFO] - [E:417| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 14:38:46,076 - yago11k - [INFO] - [E:417| 300]: Train Loss:0.0011066, Val MRR:0.32616, yago11k +2023-05-10 14:40:30,024 - yago11k - [INFO] - [E:417| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 14:42:13,547 - yago11k - [INFO] - [E:417| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 14:43:45,559 - yago11k - [INFO] - [E:417| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 14:43:45,559 - yago11k - [INFO] - [Epoch:417]: Training Loss:0.001106 + +2023-05-10 14:43:45,822 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:44:07,519 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:44:28,883 - yago11k - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.41553, Head : 0.23326, Avg : 0.3244 + +2023-05-10 14:44:28,883 - yago11k - [INFO] - [Epoch 417]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-05-10 14:44:30,086 - yago11k - [INFO] - [E:418| 0]: Train Loss:0.0011153, Val MRR:0.32616, yago11k +2023-05-10 14:46:14,457 - yago11k - [INFO] - [E:418| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 14:47:59,778 - yago11k - [INFO] - [E:418| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 14:49:45,035 - yago11k - [INFO] - [E:418| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 14:51:20,778 - yago11k - [INFO] - [E:418| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 14:53:02,431 - yago11k - [INFO] - [E:418| 500]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 14:54:46,010 - yago11k - [INFO] - [E:418| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 14:54:46,011 - yago11k - [INFO] - [Epoch:418]: Training Loss:0.001106 + +2023-05-10 14:54:46,527 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:55:07,765 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:55:29,153 - yago11k - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.40846, Head : 0.23295, Avg : 0.32071 + +2023-05-10 14:55:29,154 - yago11k - [INFO] - [Epoch 418]: Training Loss: 0.001106, Valid MRR: 0.32616, + + + +2023-05-10 14:55:30,088 - yago11k - [INFO] - [E:419| 0]: Train Loss:0.0011118, Val MRR:0.32616, yago11k +2023-05-10 14:57:13,939 - yago11k - [INFO] - [E:419| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 14:58:57,966 - yago11k - [INFO] - [E:419| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:00:30,215 - yago11k - [INFO] - [E:419| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 15:02:14,257 - yago11k - [INFO] - [E:419| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:03:58,679 - yago11k - [INFO] - [E:419| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 15:05:46,193 - yago11k - [INFO] - [E:419| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:05:46,193 - yago11k - [INFO] - [Epoch:419]: Training Loss:0.001106 + +2023-05-10 15:05:46,527 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:06:08,276 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:06:29,753 - yago11k - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.41221, Head : 0.2333, Avg : 0.32275 + MR: Tail : 646.34, Head : 1043.8, Avg : 845.06 + Hit-1: Tail : 0.33134, Head : 0.19144, Avg : 0.26139 + Hit-3: Tail : 0.44429, Head : 0.23173, Avg : 0.33801 + Hit-10: Tail : 0.57627, Head : 0.31467, Avg : 0.44547 +2023-05-10 15:06:29,753 - yago11k - [INFO] - [Epoch 419]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-05-10 15:06:30,940 - yago11k - [INFO] - [E:420| 0]: Train Loss:0.0010997, Val MRR:0.32616, yago11k +2023-05-10 15:08:24,516 - yago11k - [INFO] - [E:420| 100]: Train Loss:0.0011042, Val MRR:0.32616, yago11k +2023-05-10 15:09:56,989 - yago11k - [INFO] - [E:420| 200]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 15:11:41,123 - yago11k - [INFO] - [E:420| 300]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:13:25,370 - yago11k - [INFO] - [E:420| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:15:09,276 - yago11k - [INFO] - [E:420| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 15:16:52,901 - yago11k - [INFO] - [E:420| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:16:52,901 - yago11k - [INFO] - [Epoch:420]: Training Loss:0.001106 + +2023-05-10 15:16:53,420 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:17:14,774 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:17:35,478 - yago11k - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.41398, Head : 0.23484, Avg : 0.32441 + +2023-05-10 15:17:35,478 - yago11k - [INFO] - [Epoch 420]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-05-10 15:17:36,662 - yago11k - [INFO] - [E:421| 0]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 15:19:09,167 - yago11k - [INFO] - [E:421| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k +2023-05-10 15:20:53,464 - yago11k - [INFO] - [E:421| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k +2023-05-10 15:22:38,670 - yago11k - [INFO] - [E:421| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 15:24:23,204 - yago11k - [INFO] - [E:421| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 15:26:07,484 - yago11k - [INFO] - [E:421| 500]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:27:39,308 - yago11k - [INFO] - [E:421| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 15:27:39,309 - yago11k - [INFO] - [Epoch:421]: Training Loss:0.001106 + +2023-05-10 15:27:39,731 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:28:01,000 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:28:22,494 - yago11k - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.41824, Head : 0.2335, Avg : 0.32587 + +2023-05-10 15:28:22,494 - yago11k - [INFO] - [Epoch 421]: Training Loss: 0.0011055, Valid MRR: 0.32616, + + + +2023-05-10 15:28:23,447 - yago11k - [INFO] - [E:422| 0]: Train Loss:0.0011008, Val MRR:0.32616, yago11k +2023-05-10 15:30:08,366 - yago11k - [INFO] - [E:422| 100]: Train Loss:0.0011054, Val MRR:0.32616, yago11k +2023-05-10 15:31:54,541 - yago11k - [INFO] - [E:422| 200]: Train Loss:0.0011051, Val MRR:0.32616, yago11k +2023-05-10 15:33:39,153 - yago11k - [INFO] - [E:422| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:35:25,435 - yago11k - [INFO] - [E:422| 400]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 15:36:54,026 - yago11k - [INFO] - [E:422| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 15:38:38,736 - yago11k - [INFO] - [E:422| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 15:38:38,737 - yago11k - [INFO] - [Epoch:422]: Training Loss:0.001105 + +2023-05-10 15:38:39,002 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:39:00,288 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:39:20,988 - yago11k - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.4135, Head : 0.235, Avg : 0.32425 + +2023-05-10 15:39:20,988 - yago11k - [INFO] - [Epoch 422]: Training Loss: 0.0011055, Valid MRR: 0.32616, + + + +2023-05-10 15:39:22,140 - yago11k - [INFO] - [E:423| 0]: Train Loss:0.0010893, Val MRR:0.32616, yago11k +2023-05-10 15:41:08,012 - yago11k - [INFO] - [E:423| 100]: Train Loss:0.0011023, Val MRR:0.32616, yago11k +2023-05-10 15:42:53,247 - yago11k - [INFO] - [E:423| 200]: Train Loss:0.0011045, Val MRR:0.32616, yago11k +2023-05-10 15:44:38,233 - yago11k - [INFO] - [E:423| 300]: Train Loss:0.0011048, Val MRR:0.32616, yago11k +2023-05-10 15:46:11,730 - yago11k - [INFO] - [E:423| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 15:47:57,410 - yago11k - [INFO] - [E:423| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 15:49:41,929 - yago11k - [INFO] - [E:423| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:49:41,929 - yago11k - [INFO] - [Epoch:423]: Training Loss:0.001106 + +2023-05-10 15:49:42,449 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:50:04,176 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:50:25,264 - yago11k - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.40776, Head : 0.23329, Avg : 0.32053 + +2023-05-10 15:50:25,264 - yago11k - [INFO] - [Epoch 423]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-05-10 15:50:26,351 - yago11k - [INFO] - [E:424| 0]: Train Loss:0.0011189, Val MRR:0.32616, yago11k +2023-05-10 15:52:11,533 - yago11k - [INFO] - [E:424| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:53:45,337 - yago11k - [INFO] - [E:424| 200]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:55:32,377 - yago11k - [INFO] - [E:424| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 15:57:16,885 - yago11k - [INFO] - [E:424| 400]: Train Loss:0.0011054, Val MRR:0.32616, yago11k +2023-05-10 15:59:02,149 - yago11k - [INFO] - [E:424| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 16:00:46,655 - yago11k - [INFO] - [E:424| 600]: Train Loss:0.0011054, Val MRR:0.32616, yago11k +2023-05-10 16:00:46,656 - yago11k - [INFO] - [Epoch:424]: Training Loss:0.001105 + +2023-05-10 16:00:46,963 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:01:08,478 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:01:29,867 - yago11k - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.41703, Head : 0.23558, Avg : 0.32631 + +2023-05-10 16:01:30,828 - yago11k - [INFO] - [Epoch 424]: Training Loss: 0.0011054, Valid MRR: 0.32631, + + + +2023-05-10 16:01:32,017 - yago11k - [INFO] - [E:425| 0]: Train Loss:0.0011104, Val MRR:0.32631, yago11k +2023-05-10 16:03:04,670 - yago11k - [INFO] - [E:425| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 16:04:49,676 - yago11k - [INFO] - [E:425| 200]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 16:06:34,156 - yago11k - [INFO] - [E:425| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:08:18,053 - yago11k - [INFO] - [E:425| 400]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:10:02,923 - yago11k - [INFO] - [E:425| 500]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 16:11:35,416 - yago11k - [INFO] - [E:425| 600]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 16:11:35,417 - yago11k - [INFO] - [Epoch:425]: Training Loss:0.001105 + +2023-05-10 16:11:35,679 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:11:57,539 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:12:18,876 - yago11k - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.41391, Head : 0.23585, Avg : 0.32488 + +2023-05-10 16:12:18,876 - yago11k - [INFO] - [Epoch 425]: Training Loss: 0.0011053, Valid MRR: 0.32631, + + + +2023-05-10 16:12:20,115 - yago11k - [INFO] - [E:426| 0]: Train Loss:0.0011018, Val MRR:0.32631, yago11k +2023-05-10 16:14:04,847 - yago11k - [INFO] - [E:426| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 16:15:49,201 - yago11k - [INFO] - [E:426| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 16:17:33,336 - yago11k - [INFO] - [E:426| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 16:19:18,355 - yago11k - [INFO] - [E:426| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 16:20:51,010 - yago11k - [INFO] - [E:426| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 16:22:35,422 - yago11k - [INFO] - [E:426| 600]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 16:22:35,422 - yago11k - [INFO] - [Epoch:426]: Training Loss:0.001105 + +2023-05-10 16:22:35,685 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:22:57,585 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:23:18,872 - yago11k - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.41439, Head : 0.23477, Avg : 0.32458 + +2023-05-10 16:23:18,872 - yago11k - [INFO] - [Epoch 426]: Training Loss: 0.0011051, Valid MRR: 0.32631, + + + +2023-05-10 16:23:20,082 - yago11k - [INFO] - [E:427| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k +2023-05-10 16:25:05,116 - yago11k - [INFO] - [E:427| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 16:26:50,075 - yago11k - [INFO] - [E:427| 200]: Train Loss:0.0011062, Val MRR:0.32631, yago11k +2023-05-10 16:28:34,979 - yago11k - [INFO] - [E:427| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:30:03,967 - yago11k - [INFO] - [E:427| 400]: Train Loss:0.0011059, Val MRR:0.32631, yago11k +2023-05-10 16:31:49,462 - yago11k - [INFO] - [E:427| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k +2023-05-10 16:33:34,916 - yago11k - [INFO] - [E:427| 600]: Train Loss:0.0011052, Val MRR:0.32631, yago11k +2023-05-10 16:33:34,916 - yago11k - [INFO] - [Epoch:427]: Training Loss:0.001105 + +2023-05-10 16:33:35,216 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:33:55,992 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:34:16,456 - yago11k - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.4116, Head : 0.23329, Avg : 0.32244 + +2023-05-10 16:34:16,457 - yago11k - [INFO] - [Epoch 427]: Training Loss: 0.0011052, Valid MRR: 0.32631, + + + +2023-05-10 16:34:17,527 - yago11k - [INFO] - [E:428| 0]: Train Loss:0.0010884, Val MRR:0.32631, yago11k +2023-05-10 16:36:02,995 - yago11k - [INFO] - [E:428| 100]: Train Loss:0.0011062, Val MRR:0.32631, yago11k +2023-05-10 16:37:45,355 - yago11k - [INFO] - [E:428| 200]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:39:18,517 - yago11k - [INFO] - [E:428| 300]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 16:41:04,063 - yago11k - [INFO] - [E:428| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 16:42:50,805 - yago11k - [INFO] - [E:428| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k +2023-05-10 16:44:35,473 - yago11k - [INFO] - [E:428| 600]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 16:44:35,473 - yago11k - [INFO] - [Epoch:428]: Training Loss:0.001105 + +2023-05-10 16:44:35,941 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:44:57,155 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:45:19,003 - yago11k - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.41183, Head : 0.23423, Avg : 0.32303 + +2023-05-10 16:45:19,003 - yago11k - [INFO] - [Epoch 428]: Training Loss: 0.001105, Valid MRR: 0.32631, + + + +2023-05-10 16:45:19,966 - yago11k - [INFO] - [E:429| 0]: Train Loss:0.0010839, Val MRR:0.32631, yago11k +2023-05-10 16:46:55,589 - yago11k - [INFO] - [E:429| 100]: Train Loss:0.0011023, Val MRR:0.32631, yago11k +2023-05-10 16:48:37,591 - yago11k - [INFO] - [E:429| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 16:50:22,010 - yago11k - [INFO] - [E:429| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 16:52:05,927 - yago11k - [INFO] - [E:429| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 16:54:00,484 - yago11k - [INFO] - [E:429| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 16:55:56,736 - yago11k - [INFO] - [E:429| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 16:55:56,736 - yago11k - [INFO] - [Epoch:429]: Training Loss:0.001105 + +2023-05-10 16:55:57,080 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:56:18,917 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:56:38,300 - yago11k - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.41487, Head : 0.23401, Avg : 0.32444 + MR: Tail : 652.24, Head : 1010.8, Avg : 831.5 + Hit-1: Tail : 0.33162, Head : 0.19283, Avg : 0.26223 + Hit-3: Tail : 0.45304, Head : 0.23159, Avg : 0.34232 + Hit-10: Tail : 0.58127, Head : 0.31412, Avg : 0.44769 +2023-05-10 16:56:38,300 - yago11k - [INFO] - [Epoch 429]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-05-10 16:56:38,949 - yago11k - [INFO] - [E:430| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:57:31,439 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-10 16:57:43,325 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-10 16:58:14,922 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-10 16:58:18,686 - yago11k - [INFO] - [E:430| 100]: Train Loss:0.0011087, Val MRR:0.32631, yago11k +2023-05-10 16:58:45,996 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.35475, Head : 0.20117, Avg : 0.27796 + MR: Tail : 722.38, Head : 1095.7, Avg : 909.05 + Hit-1: Tail : 0.2711, Head : 0.15328, Avg : 0.21219 + Hit-3: Tail : 0.38211, Head : 0.20524, Avg : 0.29367 + Hit-10: Tail : 0.52685, Head : 0.28962, Avg : 0.40824 +2023-05-10 17:00:06,644 - yago11k - [INFO] - [E:430| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 17:01:51,283 - yago11k - [INFO] - [E:430| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 17:03:36,330 - yago11k - [INFO] - [E:430| 400]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 17:05:21,370 - yago11k - [INFO] - [E:430| 500]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 17:06:54,020 - yago11k - [INFO] - [E:430| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 17:06:54,021 - yago11k - [INFO] - [Epoch:430]: Training Loss:0.001105 + +2023-05-10 17:06:54,369 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:07:16,288 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:07:37,618 - yago11k - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.41085, Head : 0.23533, Avg : 0.32309 + +2023-05-10 17:07:37,618 - yago11k - [INFO] - [Epoch 430]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-05-10 17:07:38,442 - yago11k - [INFO] - [E:431| 0]: Train Loss:0.0010948, Val MRR:0.32631, yago11k +2023-05-10 17:09:22,756 - yago11k - [INFO] - [E:431| 100]: Train Loss:0.0011028, Val MRR:0.32631, yago11k +2023-05-10 17:11:06,673 - yago11k - [INFO] - [E:431| 200]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 17:12:51,395 - yago11k - [INFO] - [E:431| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 17:14:35,432 - yago11k - [INFO] - [E:431| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 17:16:08,979 - yago11k - [INFO] - [E:431| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 17:17:51,638 - yago11k - [INFO] - [E:431| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 17:17:51,639 - yago11k - [INFO] - [Epoch:431]: Training Loss:0.001105 + +2023-05-10 17:17:52,042 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:18:13,612 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:18:34,958 - yago11k - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.41037, Head : 0.23424, Avg : 0.3223 + +2023-05-10 17:18:34,958 - yago11k - [INFO] - [Epoch 431]: Training Loss: 0.0011046, Valid MRR: 0.32631, + + + +2023-05-10 17:18:35,925 - yago11k - [INFO] - [E:432| 0]: Train Loss:0.0011212, Val MRR:0.32631, yago11k +2023-05-10 17:20:21,995 - yago11k - [INFO] - [E:432| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 17:22:08,104 - yago11k - [INFO] - [E:432| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 17:23:42,656 - yago11k - [INFO] - [E:432| 300]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 17:25:22,368 - yago11k - [INFO] - [E:432| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 17:27:08,603 - yago11k - [INFO] - [E:432| 500]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 17:28:53,853 - yago11k - [INFO] - [E:432| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 17:28:53,853 - yago11k - [INFO] - [Epoch:432]: Training Loss:0.001105 + +2023-05-10 17:28:54,119 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:29:15,117 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:29:35,610 - yago11k - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.4113, Head : 0.23452, Avg : 0.32291 + +2023-05-10 17:29:35,610 - yago11k - [INFO] - [Epoch 432]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-05-10 17:29:36,693 - yago11k - [INFO] - [E:433| 0]: Train Loss:0.0011016, Val MRR:0.32631, yago11k +2023-05-10 17:31:22,626 - yago11k - [INFO] - [E:433| 100]: Train Loss:0.0011075, Val MRR:0.32631, yago11k +2023-05-10 17:32:52,315 - yago11k - [INFO] - [E:433| 200]: Train Loss:0.0011061, Val MRR:0.32631, yago11k +2023-05-10 17:34:40,069 - yago11k - [INFO] - [E:433| 300]: Train Loss:0.0011054, Val MRR:0.32631, yago11k +2023-05-10 17:36:24,646 - yago11k - [INFO] - [E:433| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 17:38:09,380 - yago11k - [INFO] - [E:433| 500]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 17:39:53,137 - yago11k - [INFO] - [E:433| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 17:39:53,137 - yago11k - [INFO] - [Epoch:433]: Training Loss:0.001105 + +2023-05-10 17:39:53,419 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:40:14,695 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:40:36,075 - yago11k - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.41496, Head : 0.23722, Avg : 0.32609 + +2023-05-10 17:40:36,076 - yago11k - [INFO] - [Epoch 433]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-05-10 17:40:37,288 - yago11k - [INFO] - [E:434| 0]: Train Loss:0.0011155, Val MRR:0.32631, yago11k +2023-05-10 17:42:09,792 - yago11k - [INFO] - [E:434| 100]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 17:43:55,307 - yago11k - [INFO] - [E:434| 200]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 17:45:40,731 - yago11k - [INFO] - [E:434| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 17:47:25,761 - yago11k - [INFO] - [E:434| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 17:49:09,964 - yago11k - [INFO] - [E:434| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 17:50:41,732 - yago11k - [INFO] - [E:434| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 17:50:41,733 - yago11k - [INFO] - [Epoch:434]: Training Loss:0.001105 + +2023-05-10 17:50:42,087 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:51:03,519 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:51:25,137 - yago11k - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.41456, Head : 0.2359, Avg : 0.32523 + +2023-05-10 17:51:25,137 - yago11k - [INFO] - [Epoch 434]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-05-10 17:51:26,038 - yago11k - [INFO] - [E:435| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 17:53:11,265 - yago11k - [INFO] - [E:435| 100]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 17:54:55,972 - yago11k - [INFO] - [E:435| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 17:56:42,048 - yago11k - [INFO] - [E:435| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 17:58:26,557 - yago11k - [INFO] - [E:435| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 17:59:59,443 - yago11k - [INFO] - [E:435| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 18:01:42,714 - yago11k - [INFO] - [E:435| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 18:01:42,715 - yago11k - [INFO] - [Epoch:435]: Training Loss:0.001105 + +2023-05-10 18:01:42,978 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:02:04,596 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:02:25,897 - yago11k - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.41312, Head : 0.23676, Avg : 0.32494 + +2023-05-10 18:02:25,897 - yago11k - [INFO] - [Epoch 435]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-05-10 18:02:27,100 - yago11k - [INFO] - [E:436| 0]: Train Loss:0.001126, Val MRR:0.32631, yago11k +2023-05-10 18:04:11,095 - yago11k - [INFO] - [E:436| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 18:05:56,520 - yago11k - [INFO] - [E:436| 200]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 18:07:41,781 - yago11k - [INFO] - [E:436| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 18:09:15,323 - yago11k - [INFO] - [E:436| 400]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 18:10:59,950 - yago11k - [INFO] - [E:436| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 18:12:43,491 - yago11k - [INFO] - [E:436| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 18:12:43,491 - yago11k - [INFO] - [Epoch:436]: Training Loss:0.001105 + +2023-05-10 18:12:43,831 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:13:05,524 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:13:26,746 - yago11k - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.41663, Head : 0.23511, Avg : 0.32587 + +2023-05-10 18:13:26,746 - yago11k - [INFO] - [Epoch 436]: Training Loss: 0.0011046, Valid MRR: 0.32631, + + + +2023-05-10 18:13:27,843 - yago11k - [INFO] - [E:437| 0]: Train Loss:0.0011157, Val MRR:0.32631, yago11k +2023-05-10 18:15:12,361 - yago11k - [INFO] - [E:437| 100]: Train Loss:0.0011016, Val MRR:0.32631, yago11k +2023-05-10 18:16:50,458 - yago11k - [INFO] - [E:437| 200]: Train Loss:0.0011028, Val MRR:0.32631, yago11k +2023-05-10 18:18:28,709 - yago11k - [INFO] - [E:437| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 18:20:13,774 - yago11k - [INFO] - [E:437| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:21:57,594 - yago11k - [INFO] - [E:437| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:23:44,295 - yago11k - [INFO] - [E:437| 600]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 18:23:44,296 - yago11k - [INFO] - [Epoch:437]: Training Loss:0.001105 + +2023-05-10 18:23:44,597 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:24:05,350 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:24:26,251 - yago11k - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.41627, Head : 0.23558, Avg : 0.32593 + +2023-05-10 18:24:26,252 - yago11k - [INFO] - [Epoch 437]: Training Loss: 0.0011045, Valid MRR: 0.32631, + + + +2023-05-10 18:24:27,315 - yago11k - [INFO] - [E:438| 0]: Train Loss:0.0010883, Val MRR:0.32631, yago11k +2023-05-10 18:25:58,225 - yago11k - [INFO] - [E:438| 100]: Train Loss:0.0011061, Val MRR:0.32631, yago11k +2023-05-10 18:27:42,592 - yago11k - [INFO] - [E:438| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k +2023-05-10 18:29:26,791 - yago11k - [INFO] - [E:438| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 18:31:11,050 - yago11k - [INFO] - [E:438| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 18:32:55,259 - yago11k - [INFO] - [E:438| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 18:34:34,542 - yago11k - [INFO] - [E:438| 600]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 18:34:34,543 - yago11k - [INFO] - [Epoch:438]: Training Loss:0.001104 + +2023-05-10 18:34:34,767 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:34:47,844 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:35:08,953 - yago11k - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.41316, Head : 0.23621, Avg : 0.32469 + +2023-05-10 18:35:08,953 - yago11k - [INFO] - [Epoch 438]: Training Loss: 0.0011043, Valid MRR: 0.32631, + + + +2023-05-10 18:35:10,169 - yago11k - [INFO] - [E:439| 0]: Train Loss:0.0010952, Val MRR:0.32631, yago11k +2023-05-10 18:36:55,731 - yago11k - [INFO] - [E:439| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 18:38:40,412 - yago11k - [INFO] - [E:439| 200]: Train Loss:0.0011029, Val MRR:0.32631, yago11k +2023-05-10 18:40:25,598 - yago11k - [INFO] - [E:439| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 18:42:10,708 - yago11k - [INFO] - [E:439| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 18:43:43,196 - yago11k - [INFO] - [E:439| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:45:26,415 - yago11k - [INFO] - [E:439| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:45:26,416 - yago11k - [INFO] - [Epoch:439]: Training Loss:0.001104 + +2023-05-10 18:45:26,763 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:45:48,609 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:46:09,559 - yago11k - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.41131, Head : 0.23644, Avg : 0.32388 + MR: Tail : 679.76, Head : 1018.4, Avg : 849.11 + Hit-1: Tail : 0.32565, Head : 0.1945, Avg : 0.26007 + Hit-3: Tail : 0.4504, Head : 0.23548, Avg : 0.34294 + Hit-10: Tail : 0.57919, Head : 0.31509, Avg : 0.44714 +2023-05-10 18:46:09,559 - yago11k - [INFO] - [Epoch 439]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-05-10 18:46:10,640 - yago11k - [INFO] - [E:440| 0]: Train Loss:0.0011176, Val MRR:0.32631, yago11k +2023-05-10 18:47:55,880 - yago11k - [INFO] - [E:440| 100]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 18:49:40,235 - yago11k - [INFO] - [E:440| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 18:51:24,894 - yago11k - [INFO] - [E:440| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:52:57,965 - yago11k - [INFO] - [E:440| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 18:54:42,607 - yago11k - [INFO] - [E:440| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:56:26,507 - yago11k - [INFO] - [E:440| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 18:56:26,508 - yago11k - [INFO] - [Epoch:440]: Training Loss:0.001104 + +2023-05-10 18:56:26,913 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:56:48,231 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:57:09,866 - yago11k - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.41286, Head : 0.23395, Avg : 0.32341 + +2023-05-10 18:57:09,866 - yago11k - [INFO] - [Epoch 440]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-05-10 18:57:10,790 - yago11k - [INFO] - [E:441| 0]: Train Loss:0.0010775, Val MRR:0.32631, yago11k +2023-05-10 18:58:55,647 - yago11k - [INFO] - [E:441| 100]: Train Loss:0.0011025, Val MRR:0.32631, yago11k +2023-05-10 19:00:40,427 - yago11k - [INFO] - [E:441| 200]: Train Loss:0.0011027, Val MRR:0.32631, yago11k +2023-05-10 19:02:13,060 - yago11k - [INFO] - [E:441| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 19:03:57,465 - yago11k - [INFO] - [E:441| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 19:05:41,662 - yago11k - [INFO] - [E:441| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 19:07:25,763 - yago11k - [INFO] - [E:441| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 19:07:25,763 - yago11k - [INFO] - [Epoch:441]: Training Loss:0.001104 + +2023-05-10 19:07:26,239 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:07:47,642 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:08:08,877 - yago11k - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.41647, Head : 0.23604, Avg : 0.32626 + +2023-05-10 19:08:08,877 - yago11k - [INFO] - [Epoch 441]: Training Loss: 0.0011044, Valid MRR: 0.32631, + + + +2023-05-10 19:08:09,964 - yago11k - [INFO] - [E:442| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k +2023-05-10 19:09:44,356 - yago11k - [INFO] - [E:442| 100]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 19:11:30,436 - yago11k - [INFO] - [E:442| 200]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 19:13:15,773 - yago11k - [INFO] - [E:442| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 19:15:00,569 - yago11k - [INFO] - [E:442| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 19:16:45,414 - yago11k - [INFO] - [E:442| 500]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:18:25,443 - yago11k - [INFO] - [E:442| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 19:18:25,443 - yago11k - [INFO] - [Epoch:442]: Training Loss:0.001104 + +2023-05-10 19:18:25,662 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:18:37,890 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:18:58,617 - yago11k - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.4151, Head : 0.23505, Avg : 0.32508 + +2023-05-10 19:18:58,617 - yago11k - [INFO] - [Epoch 442]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-05-10 19:18:59,802 - yago11k - [INFO] - [E:443| 0]: Train Loss:0.0011096, Val MRR:0.32631, yago11k +2023-05-10 19:20:44,524 - yago11k - [INFO] - [E:443| 100]: Train Loss:0.001103, Val MRR:0.32631, yago11k +2023-05-10 19:22:29,111 - yago11k - [INFO] - [E:443| 200]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 19:24:13,863 - yago11k - [INFO] - [E:443| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 19:25:58,504 - yago11k - [INFO] - [E:443| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 19:27:31,521 - yago11k - [INFO] - [E:443| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 19:29:15,357 - yago11k - [INFO] - [E:443| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 19:29:15,357 - yago11k - [INFO] - [Epoch:443]: Training Loss:0.001104 + +2023-05-10 19:29:15,804 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:29:37,213 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:29:58,364 - yago11k - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.41607, Head : 0.23479, Avg : 0.32543 + +2023-05-10 19:29:58,364 - yago11k - [INFO] - [Epoch 443]: Training Loss: 0.0011044, Valid MRR: 0.32631, + + + +2023-05-10 19:29:59,575 - yago11k - [INFO] - [E:444| 0]: Train Loss:0.001101, Val MRR:0.32631, yago11k +2023-05-10 19:31:43,517 - yago11k - [INFO] - [E:444| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 19:33:27,332 - yago11k - [INFO] - [E:444| 200]: Train Loss:0.0011033, Val MRR:0.32631, yago11k +2023-05-10 19:35:10,898 - yago11k - [INFO] - [E:444| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:36:44,175 - yago11k - [INFO] - [E:444| 400]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 19:38:29,283 - yago11k - [INFO] - [E:444| 500]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 19:40:13,045 - yago11k - [INFO] - [E:444| 600]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 19:40:13,046 - yago11k - [INFO] - [Epoch:444]: Training Loss:0.001104 + +2023-05-10 19:40:13,398 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:40:35,043 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:40:56,315 - yago11k - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.41608, Head : 0.23465, Avg : 0.32536 + +2023-05-10 19:40:56,315 - yago11k - [INFO] - [Epoch 444]: Training Loss: 0.0011041, Valid MRR: 0.32631, + + + +2023-05-10 19:40:57,424 - yago11k - [INFO] - [E:445| 0]: Train Loss:0.0011099, Val MRR:0.32631, yago11k +2023-05-10 19:42:41,958 - yago11k - [INFO] - [E:445| 100]: Train Loss:0.0011069, Val MRR:0.32631, yago11k +2023-05-10 19:44:26,953 - yago11k - [INFO] - [E:445| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k +2023-05-10 19:45:59,998 - yago11k - [INFO] - [E:445| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:47:44,595 - yago11k - [INFO] - [E:445| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 19:49:28,840 - yago11k - [INFO] - [E:445| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 19:51:12,551 - yago11k - [INFO] - [E:445| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:51:12,551 - yago11k - [INFO] - [Epoch:445]: Training Loss:0.001104 + +2023-05-10 19:51:12,950 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:51:34,229 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:51:55,910 - yago11k - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.41114, Head : 0.23454, Avg : 0.32284 + +2023-05-10 19:51:55,910 - yago11k - [INFO] - [Epoch 445]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-05-10 19:51:56,790 - yago11k - [INFO] - [E:446| 0]: Train Loss:0.0011194, Val MRR:0.32631, yago11k +2023-05-10 19:53:30,054 - yago11k - [INFO] - [E:446| 100]: Train Loss:0.0011031, Val MRR:0.32631, yago11k +2023-05-10 19:55:12,159 - yago11k - [INFO] - [E:446| 200]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 19:56:56,081 - yago11k - [INFO] - [E:446| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:58:40,907 - yago11k - [INFO] - [E:446| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 20:00:27,306 - yago11k - [INFO] - [E:446| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 20:02:08,472 - yago11k - [INFO] - [E:446| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:02:08,472 - yago11k - [INFO] - [Epoch:446]: Training Loss:0.001104 + +2023-05-10 20:02:08,692 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:02:20,914 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:02:40,521 - yago11k - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.41113, Head : 0.23359, Avg : 0.32236 + +2023-05-10 20:02:40,521 - yago11k - [INFO] - [Epoch 446]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-05-10 20:02:41,718 - yago11k - [INFO] - [E:447| 0]: Train Loss:0.00111, Val MRR:0.32631, yago11k +2023-05-10 20:04:25,239 - yago11k - [INFO] - [E:447| 100]: Train Loss:0.0011021, Val MRR:0.32631, yago11k +2023-05-10 20:06:09,711 - yago11k - [INFO] - [E:447| 200]: Train Loss:0.0011026, Val MRR:0.32631, yago11k +2023-05-10 20:07:53,782 - yago11k - [INFO] - [E:447| 300]: Train Loss:0.0011027, Val MRR:0.32631, yago11k +2023-05-10 20:09:38,091 - yago11k - [INFO] - [E:447| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 20:11:10,917 - yago11k - [INFO] - [E:447| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 20:12:54,480 - yago11k - [INFO] - [E:447| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:12:54,481 - yago11k - [INFO] - [Epoch:447]: Training Loss:0.001104 + +2023-05-10 20:12:54,891 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:13:16,025 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:13:37,165 - yago11k - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.41268, Head : 0.23443, Avg : 0.32355 + +2023-05-10 20:13:37,165 - yago11k - [INFO] - [Epoch 447]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-05-10 20:13:38,239 - yago11k - [INFO] - [E:448| 0]: Train Loss:0.0011075, Val MRR:0.32631, yago11k +2023-05-10 20:15:22,948 - yago11k - [INFO] - [E:448| 100]: Train Loss:0.0011017, Val MRR:0.32631, yago11k +2023-05-10 20:17:07,639 - yago11k - [INFO] - [E:448| 200]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 20:18:52,781 - yago11k - [INFO] - [E:448| 300]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 20:20:25,505 - yago11k - [INFO] - [E:448| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 20:22:09,832 - yago11k - [INFO] - [E:448| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:23:53,094 - yago11k - [INFO] - [E:448| 600]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 20:23:53,095 - yago11k - [INFO] - [Epoch:448]: Training Loss:0.001104 + +2023-05-10 20:23:53,447 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:24:14,567 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:24:36,031 - yago11k - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.4095, Head : 0.23347, Avg : 0.32148 + +2023-05-10 20:24:36,031 - yago11k - [INFO] - [Epoch 448]: Training Loss: 0.0011038, Valid MRR: 0.32631, + + + +2023-05-10 20:24:37,220 - yago11k - [INFO] - [E:449| 0]: Train Loss:0.0010949, Val MRR:0.32631, yago11k +2023-05-10 20:26:21,812 - yago11k - [INFO] - [E:449| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 20:28:05,393 - yago11k - [INFO] - [E:449| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 20:29:37,611 - yago11k - [INFO] - [E:449| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:31:21,701 - yago11k - [INFO] - [E:449| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:33:06,743 - yago11k - [INFO] - [E:449| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:34:50,824 - yago11k - [INFO] - [E:449| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:34:50,824 - yago11k - [INFO] - [Epoch:449]: Training Loss:0.001104 + +2023-05-10 20:34:51,177 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:35:12,852 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:35:34,316 - yago11k - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.41473, Head : 0.23378, Avg : 0.32426 + MR: Tail : 652.99, Head : 1027.9, Avg : 840.47 + Hit-1: Tail : 0.33162, Head : 0.19241, Avg : 0.26202 + Hit-3: Tail : 0.45596, Head : 0.23118, Avg : 0.34357 + Hit-10: Tail : 0.58044, Head : 0.31203, Avg : 0.44624 +2023-05-10 20:35:34,317 - yago11k - [INFO] - [Epoch 449]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-05-10 20:35:35,152 - yago11k - [INFO] - [E:450| 0]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 20:37:14,098 - yago11k - [INFO] - [E:450| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:38:53,606 - yago11k - [INFO] - [E:450| 200]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 20:40:37,920 - yago11k - [INFO] - [E:450| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:42:22,619 - yago11k - [INFO] - [E:450| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 20:44:06,556 - yago11k - [INFO] - [E:450| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:45:49,671 - yago11k - [INFO] - [E:450| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:45:49,671 - yago11k - [INFO] - [Epoch:450]: Training Loss:0.001104 + +2023-05-10 20:45:50,174 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:46:02,611 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:46:19,058 - yago11k - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.41225, Head : 0.23558, Avg : 0.32392 + +2023-05-10 20:46:19,058 - yago11k - [INFO] - [Epoch 450]: Training Loss: 0.0011037, Valid MRR: 0.32631, + + + +2023-05-10 20:46:19,979 - yago11k - [INFO] - [E:451| 0]: Train Loss:0.0010995, Val MRR:0.32631, yago11k +2023-05-10 20:48:06,923 - yago11k - [INFO] - [E:451| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 20:49:51,140 - yago11k - [INFO] - [E:451| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:51:35,817 - yago11k - [INFO] - [E:451| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:53:20,317 - yago11k - [INFO] - [E:451| 400]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:54:58,122 - yago11k - [INFO] - [E:451| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 20:56:37,190 - yago11k - [INFO] - [E:451| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:56:37,191 - yago11k - [INFO] - [Epoch:451]: Training Loss:0.001104 + +2023-05-10 20:56:37,527 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:56:58,592 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:57:20,217 - yago11k - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.4087, Head : 0.23425, Avg : 0.32148 + +2023-05-10 20:57:20,217 - yago11k - [INFO] - [Epoch 451]: Training Loss: 0.0011037, Valid MRR: 0.32631, + + + +2023-05-10 20:57:21,403 - yago11k - [INFO] - [E:452| 0]: Train Loss:0.0011021, Val MRR:0.32631, yago11k +2023-05-10 20:59:06,332 - yago11k - [INFO] - [E:452| 100]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 21:00:50,493 - yago11k - [INFO] - [E:452| 200]: Train Loss:0.0011054, Val MRR:0.32631, yago11k +2023-05-10 21:02:35,198 - yago11k - [INFO] - [E:452| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 21:04:07,669 - yago11k - [INFO] - [E:452| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 21:05:51,495 - yago11k - [INFO] - [E:452| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 21:07:35,426 - yago11k - [INFO] - [E:452| 600]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 21:07:35,426 - yago11k - [INFO] - [Epoch:452]: Training Loss:0.001104 + +2023-05-10 21:07:35,828 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:07:57,609 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:08:18,922 - yago11k - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.40956, Head : 0.23484, Avg : 0.3222 + +2023-05-10 21:08:18,922 - yago11k - [INFO] - [Epoch 452]: Training Loss: 0.0011039, Valid MRR: 0.32631, + + + +2023-05-10 21:08:19,928 - yago11k - [INFO] - [E:453| 0]: Train Loss:0.0010934, Val MRR:0.32631, yago11k +2023-05-10 21:10:05,419 - yago11k - [INFO] - [E:453| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 21:11:49,879 - yago11k - [INFO] - [E:453| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 21:13:22,401 - yago11k - [INFO] - [E:453| 300]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 21:15:06,846 - yago11k - [INFO] - [E:453| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 21:16:51,712 - yago11k - [INFO] - [E:453| 500]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 21:18:36,363 - yago11k - [INFO] - [E:453| 600]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 21:18:36,364 - yago11k - [INFO] - [Epoch:453]: Training Loss:0.001103 + +2023-05-10 21:18:36,814 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:18:58,547 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:19:19,490 - yago11k - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.41295, Head : 0.2363, Avg : 0.32462 + +2023-05-10 21:19:19,490 - yago11k - [INFO] - [Epoch 453]: Training Loss: 0.0011032, Valid MRR: 0.32631, + + + +2023-05-10 21:19:20,698 - yago11k - [INFO] - [E:454| 0]: Train Loss:0.0011147, Val MRR:0.32631, yago11k +2023-05-10 21:21:04,352 - yago11k - [INFO] - [E:454| 100]: Train Loss:0.0011018, Val MRR:0.32631, yago11k +2023-05-10 21:22:38,728 - yago11k - [INFO] - [E:454| 200]: Train Loss:0.0011022, Val MRR:0.32631, yago11k +2023-05-10 21:24:22,271 - yago11k - [INFO] - [E:454| 300]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 21:26:05,682 - yago11k - [INFO] - [E:454| 400]: Train Loss:0.0011031, Val MRR:0.32631, yago11k +2023-05-10 21:27:50,029 - yago11k - [INFO] - [E:454| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 21:29:34,094 - yago11k - [INFO] - [E:454| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 21:29:34,095 - yago11k - [INFO] - [Epoch:454]: Training Loss:0.001103 + +2023-05-10 21:29:34,356 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:29:46,643 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:30:02,445 - yago11k - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.41324, Head : 0.23406, Avg : 0.32365 + +2023-05-10 21:30:02,445 - yago11k - [INFO] - [Epoch 454]: Training Loss: 0.0011034, Valid MRR: 0.32631, + + + +2023-05-10 21:30:03,659 - yago11k - [INFO] - [E:455| 0]: Train Loss:0.0010945, Val MRR:0.32631, yago11k +2023-05-10 21:31:48,758 - yago11k - [INFO] - [E:455| 100]: Train Loss:0.0011029, Val MRR:0.32631, yago11k +2023-05-10 21:33:32,522 - yago11k - [INFO] - [E:455| 200]: Train Loss:0.0011048, Val MRR:0.32631, yago11k +2023-05-10 21:35:17,052 - yago11k - [INFO] - [E:455| 300]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 21:37:03,879 - yago11k - [INFO] - [E:455| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 21:38:40,942 - yago11k - [INFO] - [E:455| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 21:40:22,131 - yago11k - [INFO] - [E:455| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 21:40:22,131 - yago11k - [INFO] - [Epoch:455]: Training Loss:0.001104 + +2023-05-10 21:40:22,479 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:40:44,138 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:41:05,820 - yago11k - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.41213, Head : 0.2362, Avg : 0.32417 + +2023-05-10 21:41:05,820 - yago11k - [INFO] - [Epoch 455]: Training Loss: 0.0011036, Valid MRR: 0.32631, + + + +2023-05-10 21:41:06,735 - yago11k - [INFO] - [E:456| 0]: Train Loss:0.0011015, Val MRR:0.32631, yago11k +2023-05-10 21:42:50,541 - yago11k - [INFO] - [E:456| 100]: Train Loss:0.0011014, Val MRR:0.32631, yago11k +2023-05-10 21:44:34,282 - yago11k - [INFO] - [E:456| 200]: Train Loss:0.001103, Val MRR:0.32631, yago11k +2023-05-10 21:46:18,531 - yago11k - [INFO] - [E:456| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 21:47:51,538 - yago11k - [INFO] - [E:456| 400]: Train Loss:0.0011033, Val MRR:0.32631, yago11k +2023-05-10 21:49:35,684 - yago11k - [INFO] - [E:456| 500]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 21:51:18,778 - yago11k - [INFO] - [E:456| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 21:51:18,778 - yago11k - [INFO] - [Epoch:456]: Training Loss:0.001103 + +2023-05-10 21:51:19,162 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:51:40,738 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:52:02,109 - yago11k - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.41326, Head : 0.23489, Avg : 0.32407 + +2023-05-10 21:52:02,109 - yago11k - [INFO] - [Epoch 456]: Training Loss: 0.0011034, Valid MRR: 0.32631, + + + +2023-05-10 21:52:02,937 - yago11k - [INFO] - [E:457| 0]: Train Loss:0.0011125, Val MRR:0.32631, yago11k +2023-05-10 21:53:47,732 - yago11k - [INFO] - [E:457| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 21:55:32,240 - yago11k - [INFO] - [E:457| 200]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 21:57:05,187 - yago11k - [INFO] - [E:457| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 21:58:50,050 - yago11k - [INFO] - [E:457| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 22:00:34,172 - yago11k - [INFO] - [E:457| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 22:02:17,391 - yago11k - [INFO] - [E:457| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 22:02:17,391 - yago11k - [INFO] - [Epoch:457]: Training Loss:0.001104 + +2023-05-10 22:02:17,681 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:02:38,971 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:03:00,408 - yago11k - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.41899, Head : 0.23641, Avg : 0.3277 + +2023-05-10 22:03:01,470 - yago11k - [INFO] - [Epoch 457]: Training Loss: 0.0011036, Valid MRR: 0.3277, + + + +2023-05-10 22:03:02,679 - yago11k - [INFO] - [E:458| 0]: Train Loss:0.0011138, Val MRR:0.3277, yago11k +2023-05-10 22:04:44,895 - yago11k - [INFO] - [E:458| 100]: Train Loss:0.0011064, Val MRR:0.3277, yago11k +2023-05-10 22:06:19,839 - yago11k - [INFO] - [E:458| 200]: Train Loss:0.0011045, Val MRR:0.3277, yago11k +2023-05-10 22:08:04,426 - yago11k - [INFO] - [E:458| 300]: Train Loss:0.001104, Val MRR:0.3277, yago11k +2023-05-10 22:09:49,015 - yago11k - [INFO] - [E:458| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k +2023-05-10 22:11:34,230 - yago11k - [INFO] - [E:458| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 22:13:18,034 - yago11k - [INFO] - [E:458| 600]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 22:13:18,034 - yago11k - [INFO] - [Epoch:458]: Training Loss:0.001104 + +2023-05-10 22:13:18,344 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:13:33,858 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:13:47,057 - yago11k - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.41448, Head : 0.23577, Avg : 0.32512 + +2023-05-10 22:13:47,058 - yago11k - [INFO] - [Epoch 458]: Training Loss: 0.0011035, Valid MRR: 0.3277, + + + +2023-05-10 22:13:47,976 - yago11k - [INFO] - [E:459| 0]: Train Loss:0.0011005, Val MRR:0.3277, yago11k +2023-05-10 22:15:32,440 - yago11k - [INFO] - [E:459| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-10 22:17:16,701 - yago11k - [INFO] - [E:459| 200]: Train Loss:0.0011022, Val MRR:0.3277, yago11k +2023-05-10 22:19:00,652 - yago11k - [INFO] - [E:459| 300]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-10 22:20:45,017 - yago11k - [INFO] - [E:459| 400]: Train Loss:0.0011029, Val MRR:0.3277, yago11k +2023-05-10 22:22:22,141 - yago11k - [INFO] - [E:459| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 22:24:01,570 - yago11k - [INFO] - [E:459| 600]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 22:24:01,570 - yago11k - [INFO] - [Epoch:459]: Training Loss:0.001103 + +2023-05-10 22:24:02,001 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:24:23,662 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:24:46,950 - yago11k - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.41481, Head : 0.23581, Avg : 0.32531 + MR: Tail : 679.6, Head : 1025.8, Avg : 852.7 + Hit-1: Tail : 0.33079, Head : 0.19325, Avg : 0.26202 + Hit-3: Tail : 0.45235, Head : 0.23451, Avg : 0.34343 + Hit-10: Tail : 0.58739, Head : 0.3162, Avg : 0.45179 +2023-05-10 22:24:46,950 - yago11k - [INFO] - [Epoch 459]: Training Loss: 0.0011031, Valid MRR: 0.3277, + + + +2023-05-10 22:24:48,150 - yago11k - [INFO] - [E:460| 0]: Train Loss:0.0010997, Val MRR:0.3277, yago11k +2023-05-10 22:26:32,772 - yago11k - [INFO] - [E:460| 100]: Train Loss:0.0011029, Val MRR:0.3277, yago11k +2023-05-10 22:28:16,956 - yago11k - [INFO] - [E:460| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 22:30:01,858 - yago11k - [INFO] - [E:460| 300]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 22:31:34,885 - yago11k - [INFO] - [E:460| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 22:33:19,668 - yago11k - [INFO] - [E:460| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 22:35:03,673 - yago11k - [INFO] - [E:460| 600]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 22:35:03,673 - yago11k - [INFO] - [Epoch:460]: Training Loss:0.001103 + +2023-05-10 22:35:04,015 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:35:25,654 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:35:46,881 - yago11k - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.41609, Head : 0.23495, Avg : 0.32552 + +2023-05-10 22:35:46,881 - yago11k - [INFO] - [Epoch 460]: Training Loss: 0.0011033, Valid MRR: 0.3277, + + + +2023-05-10 22:35:47,977 - yago11k - [INFO] - [E:461| 0]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 22:37:32,563 - yago11k - [INFO] - [E:461| 100]: Train Loss:0.0011046, Val MRR:0.3277, yago11k +2023-05-10 22:39:17,048 - yago11k - [INFO] - [E:461| 200]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 22:40:49,900 - yago11k - [INFO] - [E:461| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 22:42:34,310 - yago11k - [INFO] - [E:461| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k +2023-05-10 22:44:19,461 - yago11k - [INFO] - [E:461| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 22:46:04,201 - yago11k - [INFO] - [E:461| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 22:46:04,201 - yago11k - [INFO] - [Epoch:461]: Training Loss:0.001103 + +2023-05-10 22:46:04,638 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:46:26,292 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:46:47,657 - yago11k - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.41504, Head : 0.23481, Avg : 0.32492 + +2023-05-10 22:46:47,658 - yago11k - [INFO] - [Epoch 461]: Training Loss: 0.0011032, Valid MRR: 0.3277, + + + +2023-05-10 22:46:48,869 - yago11k - [INFO] - [E:462| 0]: Train Loss:0.0010995, Val MRR:0.3277, yago11k +2023-05-10 22:48:33,266 - yago11k - [INFO] - [E:462| 100]: Train Loss:0.0011054, Val MRR:0.3277, yago11k +2023-05-10 22:50:06,025 - yago11k - [INFO] - [E:462| 200]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 22:51:50,110 - yago11k - [INFO] - [E:462| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 22:53:33,619 - yago11k - [INFO] - [E:462| 400]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 22:55:17,378 - yago11k - [INFO] - [E:462| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 22:57:00,479 - yago11k - [INFO] - [E:462| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 22:57:00,479 - yago11k - [INFO] - [Epoch:462]: Training Loss:0.001103 + +2023-05-10 22:57:00,880 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:57:16,141 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:57:29,343 - yago11k - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.41348, Head : 0.23519, Avg : 0.32433 + +2023-05-10 22:57:29,343 - yago11k - [INFO] - [Epoch 462]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-05-10 22:57:30,310 - yago11k - [INFO] - [E:463| 0]: Train Loss:0.0011057, Val MRR:0.3277, yago11k +2023-05-10 22:59:15,665 - yago11k - [INFO] - [E:463| 100]: Train Loss:0.0011025, Val MRR:0.3277, yago11k +2023-05-10 23:00:59,585 - yago11k - [INFO] - [E:463| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:02:43,348 - yago11k - [INFO] - [E:463| 300]: Train Loss:0.0011029, Val MRR:0.3277, yago11k +2023-05-10 23:04:27,408 - yago11k - [INFO] - [E:463| 400]: Train Loss:0.0011027, Val MRR:0.3277, yago11k +2023-05-10 23:06:04,981 - yago11k - [INFO] - [E:463| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k +2023-05-10 23:07:43,983 - yago11k - [INFO] - [E:463| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 23:07:43,984 - yago11k - [INFO] - [Epoch:463]: Training Loss:0.001103 + +2023-05-10 23:07:44,442 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:08:06,010 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:08:27,244 - yago11k - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.41777, Head : 0.23635, Avg : 0.32706 + +2023-05-10 23:08:27,245 - yago11k - [INFO] - [Epoch 463]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-05-10 23:08:28,459 - yago11k - [INFO] - [E:464| 0]: Train Loss:0.0011081, Val MRR:0.3277, yago11k +2023-05-10 23:10:12,967 - yago11k - [INFO] - [E:464| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-10 23:11:57,099 - yago11k - [INFO] - [E:464| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:13:44,085 - yago11k - [INFO] - [E:464| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:15:16,591 - yago11k - [INFO] - [E:464| 400]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:17:01,700 - yago11k - [INFO] - [E:464| 500]: Train Loss:0.0011037, Val MRR:0.3277, yago11k +2023-05-10 23:18:45,658 - yago11k - [INFO] - [E:464| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 23:18:45,658 - yago11k - [INFO] - [Epoch:464]: Training Loss:0.001103 + +2023-05-10 23:18:46,117 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:19:07,562 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:19:29,130 - yago11k - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.41183, Head : 0.23684, Avg : 0.32433 + +2023-05-10 23:19:29,130 - yago11k - [INFO] - [Epoch 464]: Training Loss: 0.0011032, Valid MRR: 0.3277, + + + +2023-05-10 23:19:30,062 - yago11k - [INFO] - [E:465| 0]: Train Loss:0.0010994, Val MRR:0.3277, yago11k +2023-05-10 23:21:14,742 - yago11k - [INFO] - [E:465| 100]: Train Loss:0.0011007, Val MRR:0.3277, yago11k +2023-05-10 23:22:58,619 - yago11k - [INFO] - [E:465| 200]: Train Loss:0.0011019, Val MRR:0.3277, yago11k +2023-05-10 23:24:31,323 - yago11k - [INFO] - [E:465| 300]: Train Loss:0.0011027, Val MRR:0.3277, yago11k +2023-05-10 23:26:15,810 - yago11k - [INFO] - [E:465| 400]: Train Loss:0.0011023, Val MRR:0.3277, yago11k +2023-05-10 23:28:00,138 - yago11k - [INFO] - [E:465| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-10 23:29:43,509 - yago11k - [INFO] - [E:465| 600]: Train Loss:0.0011026, Val MRR:0.3277, yago11k +2023-05-10 23:29:43,510 - yago11k - [INFO] - [Epoch:465]: Training Loss:0.001103 + +2023-05-10 23:29:43,981 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:30:05,258 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:30:26,379 - yago11k - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.41249, Head : 0.23944, Avg : 0.32597 + +2023-05-10 23:30:26,379 - yago11k - [INFO] - [Epoch 465]: Training Loss: 0.0011026, Valid MRR: 0.3277, + + + +2023-05-10 23:30:27,462 - yago11k - [INFO] - [E:466| 0]: Train Loss:0.0011056, Val MRR:0.3277, yago11k +2023-05-10 23:32:11,967 - yago11k - [INFO] - [E:466| 100]: Train Loss:0.0011047, Val MRR:0.3277, yago11k +2023-05-10 23:33:44,214 - yago11k - [INFO] - [E:466| 200]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 23:35:28,396 - yago11k - [INFO] - [E:466| 300]: Train Loss:0.0011037, Val MRR:0.3277, yago11k +2023-05-10 23:37:12,923 - yago11k - [INFO] - [E:466| 400]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 23:38:57,328 - yago11k - [INFO] - [E:466| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 23:40:40,120 - yago11k - [INFO] - [E:466| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 23:40:40,120 - yago11k - [INFO] - [Epoch:466]: Training Loss:0.001103 + +2023-05-10 23:40:40,549 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:41:01,666 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:41:14,330 - yago11k - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.41304, Head : 0.23716, Avg : 0.3251 + +2023-05-10 23:41:14,330 - yago11k - [INFO] - [Epoch 466]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-05-10 23:41:14,982 - yago11k - [INFO] - [E:467| 0]: Train Loss:0.0011165, Val MRR:0.3277, yago11k +2023-05-10 23:42:55,285 - yago11k - [INFO] - [E:467| 100]: Train Loss:0.001104, Val MRR:0.3277, yago11k +2023-05-10 23:44:40,173 - yago11k - [INFO] - [E:467| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 23:46:25,222 - yago11k - [INFO] - [E:467| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:48:09,317 - yago11k - [INFO] - [E:467| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k +2023-05-10 23:49:51,656 - yago11k - [INFO] - [E:467| 500]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 23:51:25,836 - yago11k - [INFO] - [E:467| 600]: Train Loss:0.0011029, Val MRR:0.3277, yago11k +2023-05-10 23:51:25,836 - yago11k - [INFO] - [Epoch:467]: Training Loss:0.001103 + +2023-05-10 23:51:26,185 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:51:48,079 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:52:09,257 - yago11k - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.4145, Head : 0.23536, Avg : 0.32493 + +2023-05-10 23:52:09,257 - yago11k - [INFO] - [Epoch 467]: Training Loss: 0.0011029, Valid MRR: 0.3277, + + + +2023-05-10 23:52:10,345 - yago11k - [INFO] - [E:468| 0]: Train Loss:0.001105, Val MRR:0.3277, yago11k +2023-05-10 23:53:55,052 - yago11k - [INFO] - [E:468| 100]: Train Loss:0.0011016, Val MRR:0.3277, yago11k +2023-05-10 23:55:40,525 - yago11k - [INFO] - [E:468| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 23:57:25,816 - yago11k - [INFO] - [E:468| 300]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 23:58:59,177 - yago11k - [INFO] - [E:468| 400]: Train Loss:0.0011026, Val MRR:0.3277, yago11k +2023-05-11 00:00:43,724 - yago11k - [INFO] - [E:468| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-11 00:02:29,805 - yago11k - [INFO] - [E:468| 600]: Train Loss:0.0011027, Val MRR:0.3277, yago11k +2023-05-11 00:02:29,805 - yago11k - [INFO] - [Epoch:468]: Training Loss:0.001103 + +2023-05-11 00:02:30,158 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:02:51,700 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:03:13,113 - yago11k - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.4116, Head : 0.2355, Avg : 0.32355 + +2023-05-11 00:03:13,113 - yago11k - [INFO] - [Epoch 468]: Training Loss: 0.0011027, Valid MRR: 0.3277, + + + +2023-05-11 00:03:14,301 - yago11k - [INFO] - [E:469| 0]: Train Loss:0.0011017, Val MRR:0.3277, yago11k +2023-05-11 00:04:58,731 - yago11k - [INFO] - [E:469| 100]: Train Loss:0.0011052, Val MRR:0.3277, yago11k +2023-05-11 00:06:44,062 - yago11k - [INFO] - [E:469| 200]: Train Loss:0.0011046, Val MRR:0.3277, yago11k +2023-05-11 00:08:16,847 - yago11k - [INFO] - [E:469| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-11 00:10:01,627 - yago11k - [INFO] - [E:469| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-11 00:11:46,243 - yago11k - [INFO] - [E:469| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k +2023-05-11 00:13:30,427 - yago11k - [INFO] - [E:469| 600]: Train Loss:0.0011025, Val MRR:0.3277, yago11k +2023-05-11 00:13:30,428 - yago11k - [INFO] - [Epoch:469]: Training Loss:0.001103 + +2023-05-11 00:13:30,900 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:13:51,838 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:14:13,212 - yago11k - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.41858, Head : 0.23773, Avg : 0.32815 + MR: Tail : 675.36, Head : 1008.4, Avg : 841.87 + Hit-1: Tail : 0.33732, Head : 0.19519, Avg : 0.26625 + Hit-3: Tail : 0.45388, Head : 0.23923, Avg : 0.34655 + Hit-10: Tail : 0.58433, Head : 0.31425, Avg : 0.44929 +2023-05-11 00:14:14,210 - yago11k - [INFO] - [Epoch 469]: Training Loss: 0.0011025, Valid MRR: 0.32815, + + + +2023-05-11 00:14:15,406 - yago11k - [INFO] - [E:470| 0]: Train Loss:0.0010973, Val MRR:0.32815, yago11k +2023-05-11 00:15:59,401 - yago11k - [INFO] - [E:470| 100]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 00:17:31,695 - yago11k - [INFO] - [E:470| 200]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 00:19:16,623 - yago11k - [INFO] - [E:470| 300]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 00:21:01,895 - yago11k - [INFO] - [E:470| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:22:45,873 - yago11k - [INFO] - [E:470| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 00:24:29,819 - yago11k - [INFO] - [E:470| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 00:24:29,819 - yago11k - [INFO] - [Epoch:470]: Training Loss:0.001103 + +2023-05-11 00:24:30,330 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:24:51,887 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:25:04,945 - yago11k - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.41589, Head : 0.23878, Avg : 0.32734 + +2023-05-11 00:25:04,945 - yago11k - [INFO] - [Epoch 470]: Training Loss: 0.0011026, Valid MRR: 0.32815, + + + +2023-05-11 00:25:05,611 - yago11k - [INFO] - [E:471| 0]: Train Loss:0.0011288, Val MRR:0.32815, yago11k +2023-05-11 00:26:45,195 - yago11k - [INFO] - [E:471| 100]: Train Loss:0.0011002, Val MRR:0.32815, yago11k +2023-05-11 00:28:29,251 - yago11k - [INFO] - [E:471| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k +2023-05-11 00:30:14,231 - yago11k - [INFO] - [E:471| 300]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 00:31:58,541 - yago11k - [INFO] - [E:471| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:33:36,746 - yago11k - [INFO] - [E:471| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 00:35:15,043 - yago11k - [INFO] - [E:471| 600]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:35:15,044 - yago11k - [INFO] - [Epoch:471]: Training Loss:0.001102 + +2023-05-11 00:35:15,562 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:35:36,768 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:35:58,260 - yago11k - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.40805, Head : 0.23862, Avg : 0.32334 + +2023-05-11 00:35:58,260 - yago11k - [INFO] - [Epoch 471]: Training Loss: 0.0011025, Valid MRR: 0.32815, + + + +2023-05-11 00:35:59,443 - yago11k - [INFO] - [E:472| 0]: Train Loss:0.0010935, Val MRR:0.32815, yago11k +2023-05-11 00:37:43,518 - yago11k - [INFO] - [E:472| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 00:39:27,980 - yago11k - [INFO] - [E:472| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 00:41:13,173 - yago11k - [INFO] - [E:472| 300]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:42:46,164 - yago11k - [INFO] - [E:472| 400]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 00:44:30,793 - yago11k - [INFO] - [E:472| 500]: Train Loss:0.0011028, Val MRR:0.32815, yago11k +2023-05-11 00:46:14,490 - yago11k - [INFO] - [E:472| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 00:46:14,491 - yago11k - [INFO] - [Epoch:472]: Training Loss:0.001102 + +2023-05-11 00:46:14,883 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:46:35,922 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:46:57,297 - yago11k - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.41663, Head : 0.23797, Avg : 0.3273 + +2023-05-11 00:46:57,297 - yago11k - [INFO] - [Epoch 472]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-05-11 00:46:58,347 - yago11k - [INFO] - [E:473| 0]: Train Loss:0.0011298, Val MRR:0.32815, yago11k +2023-05-11 00:48:43,554 - yago11k - [INFO] - [E:473| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 00:50:30,451 - yago11k - [INFO] - [E:473| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 00:52:03,371 - yago11k - [INFO] - [E:473| 300]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 00:53:48,119 - yago11k - [INFO] - [E:473| 400]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 00:55:32,403 - yago11k - [INFO] - [E:473| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:57:16,359 - yago11k - [INFO] - [E:473| 600]: Train Loss:0.0011028, Val MRR:0.32815, yago11k +2023-05-11 00:57:16,359 - yago11k - [INFO] - [Epoch:473]: Training Loss:0.001103 + +2023-05-11 00:57:16,662 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:57:38,400 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:57:59,584 - yago11k - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.41367, Head : 0.23566, Avg : 0.32467 + +2023-05-11 00:57:59,584 - yago11k - [INFO] - [Epoch 473]: Training Loss: 0.0011028, Valid MRR: 0.32815, + + + +2023-05-11 00:58:00,762 - yago11k - [INFO] - [E:474| 0]: Train Loss:0.0011035, Val MRR:0.32815, yago11k +2023-05-11 00:59:44,876 - yago11k - [INFO] - [E:474| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k +2023-05-11 01:01:18,317 - yago11k - [INFO] - [E:474| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 01:03:02,706 - yago11k - [INFO] - [E:474| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 01:04:46,509 - yago11k - [INFO] - [E:474| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k +2023-05-11 01:06:30,295 - yago11k - [INFO] - [E:474| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:08:13,415 - yago11k - [INFO] - [E:474| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 01:08:13,415 - yago11k - [INFO] - [Epoch:474]: Training Loss:0.001103 + +2023-05-11 01:08:13,892 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:08:34,876 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:08:47,923 - yago11k - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.41611, Head : 0.2362, Avg : 0.32615 + +2023-05-11 01:08:47,924 - yago11k - [INFO] - [Epoch 474]: Training Loss: 0.0011026, Valid MRR: 0.32815, + + + +2023-05-11 01:08:48,588 - yago11k - [INFO] - [E:475| 0]: Train Loss:0.0011007, Val MRR:0.32815, yago11k +2023-05-11 01:10:28,580 - yago11k - [INFO] - [E:475| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k +2023-05-11 01:12:12,832 - yago11k - [INFO] - [E:475| 200]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 01:13:57,651 - yago11k - [INFO] - [E:475| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 01:15:42,147 - yago11k - [INFO] - [E:475| 400]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 01:17:25,544 - yago11k - [INFO] - [E:475| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 01:18:59,908 - yago11k - [INFO] - [E:475| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:18:59,909 - yago11k - [INFO] - [Epoch:475]: Training Loss:0.001102 + +2023-05-11 01:19:00,179 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:19:21,347 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:19:42,637 - yago11k - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.41537, Head : 0.23455, Avg : 0.32496 + +2023-05-11 01:19:42,637 - yago11k - [INFO] - [Epoch 475]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-05-11 01:19:43,846 - yago11k - [INFO] - [E:476| 0]: Train Loss:0.0011326, Val MRR:0.32815, yago11k +2023-05-11 01:21:28,317 - yago11k - [INFO] - [E:476| 100]: Train Loss:0.0011007, Val MRR:0.32815, yago11k +2023-05-11 01:23:12,716 - yago11k - [INFO] - [E:476| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 01:24:57,050 - yago11k - [INFO] - [E:476| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 01:26:29,726 - yago11k - [INFO] - [E:476| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 01:28:14,051 - yago11k - [INFO] - [E:476| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 01:29:58,328 - yago11k - [INFO] - [E:476| 600]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 01:29:58,329 - yago11k - [INFO] - [Epoch:476]: Training Loss:0.001102 + +2023-05-11 01:29:58,849 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:30:20,107 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:30:41,481 - yago11k - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.41522, Head : 0.23676, Avg : 0.32599 + +2023-05-11 01:30:41,481 - yago11k - [INFO] - [Epoch 476]: Training Loss: 0.001102, Valid MRR: 0.32815, + + + +2023-05-11 01:30:42,658 - yago11k - [INFO] - [E:477| 0]: Train Loss:0.0011272, Val MRR:0.32815, yago11k +2023-05-11 01:32:27,290 - yago11k - [INFO] - [E:477| 100]: Train Loss:0.0011, Val MRR:0.32815, yago11k +2023-05-11 01:34:11,573 - yago11k - [INFO] - [E:477| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 01:35:44,842 - yago11k - [INFO] - [E:477| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 01:37:28,895 - yago11k - [INFO] - [E:477| 400]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:39:15,813 - yago11k - [INFO] - [E:477| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 01:40:59,217 - yago11k - [INFO] - [E:477| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:40:59,217 - yago11k - [INFO] - [Epoch:477]: Training Loss:0.001102 + +2023-05-11 01:40:59,678 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:41:21,054 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:41:42,572 - yago11k - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.41345, Head : 0.23611, Avg : 0.32478 + +2023-05-11 01:41:42,572 - yago11k - [INFO] - [Epoch 477]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-05-11 01:41:43,528 - yago11k - [INFO] - [E:478| 0]: Train Loss:0.0010915, Val MRR:0.32815, yago11k +2023-05-11 01:43:28,385 - yago11k - [INFO] - [E:478| 100]: Train Loss:0.0011008, Val MRR:0.32815, yago11k +2023-05-11 01:45:01,442 - yago11k - [INFO] - [E:478| 200]: Train Loss:0.0011004, Val MRR:0.32815, yago11k +2023-05-11 01:46:46,804 - yago11k - [INFO] - [E:478| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 01:48:31,057 - yago11k - [INFO] - [E:478| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 01:50:15,355 - yago11k - [INFO] - [E:478| 500]: Train Loss:0.0011015, Val MRR:0.32815, yago11k +2023-05-11 01:51:59,595 - yago11k - [INFO] - [E:478| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 01:51:59,596 - yago11k - [INFO] - [Epoch:478]: Training Loss:0.001102 + +2023-05-11 01:51:59,857 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:52:21,452 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:52:37,471 - yago11k - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.41666, Head : 0.23561, Avg : 0.32613 + +2023-05-11 01:52:37,472 - yago11k - [INFO] - [Epoch 478]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-05-11 01:52:38,119 - yago11k - [INFO] - [E:479| 0]: Train Loss:0.0010777, Val MRR:0.32815, yago11k +2023-05-11 01:54:15,038 - yago11k - [INFO] - [E:479| 100]: Train Loss:0.001099, Val MRR:0.32815, yago11k +2023-05-11 01:55:59,047 - yago11k - [INFO] - [E:479| 200]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:57:42,959 - yago11k - [INFO] - [E:479| 300]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 01:59:26,709 - yago11k - [INFO] - [E:479| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 02:01:08,160 - yago11k - [INFO] - [E:479| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 02:02:42,320 - yago11k - [INFO] - [E:479| 600]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 02:02:42,321 - yago11k - [INFO] - [Epoch:479]: Training Loss:0.001102 + +2023-05-11 02:02:42,664 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:03:04,354 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:03:25,715 - yago11k - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.41437, Head : 0.23803, Avg : 0.3262 + MR: Tail : 701.36, Head : 1009.4, Avg : 855.37 + Hit-1: Tail : 0.33176, Head : 0.19672, Avg : 0.26424 + Hit-3: Tail : 0.44957, Head : 0.23645, Avg : 0.34301 + Hit-10: Tail : 0.57822, Head : 0.31648, Avg : 0.44735 +2023-05-11 02:03:25,715 - yago11k - [INFO] - [Epoch 479]: Training Loss: 0.0011023, Valid MRR: 0.32815, + + + +2023-05-11 02:03:26,544 - yago11k - [INFO] - [E:480| 0]: Train Loss:0.0010868, Val MRR:0.32815, yago11k +2023-05-11 02:05:10,568 - yago11k - [INFO] - [E:480| 100]: Train Loss:0.0010996, Val MRR:0.32815, yago11k +2023-05-11 02:06:54,811 - yago11k - [INFO] - [E:480| 200]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 02:08:39,780 - yago11k - [INFO] - [E:480| 300]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 02:10:13,390 - yago11k - [INFO] - [E:480| 400]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 02:11:57,811 - yago11k - [INFO] - [E:480| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 02:13:41,453 - yago11k - [INFO] - [E:480| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 02:13:41,453 - yago11k - [INFO] - [Epoch:480]: Training Loss:0.001102 + +2023-05-11 02:13:41,801 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:14:03,295 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:14:24,987 - yago11k - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.41191, Head : 0.23525, Avg : 0.32358 + +2023-05-11 02:14:24,987 - yago11k - [INFO] - [Epoch 480]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-05-11 02:14:25,872 - yago11k - [INFO] - [E:481| 0]: Train Loss:0.0011068, Val MRR:0.32815, yago11k +2023-05-11 02:16:10,536 - yago11k - [INFO] - [E:481| 100]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:17:55,062 - yago11k - [INFO] - [E:481| 200]: Train Loss:0.0011011, Val MRR:0.32815, yago11k +2023-05-11 02:19:27,784 - yago11k - [INFO] - [E:481| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:21:12,060 - yago11k - [INFO] - [E:481| 400]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 02:22:56,431 - yago11k - [INFO] - [E:481| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 02:24:39,288 - yago11k - [INFO] - [E:481| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 02:24:39,288 - yago11k - [INFO] - [Epoch:481]: Training Loss:0.001102 + +2023-05-11 02:24:39,637 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:25:01,402 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:25:22,505 - yago11k - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.41503, Head : 0.23456, Avg : 0.3248 + +2023-05-11 02:25:22,506 - yago11k - [INFO] - [Epoch 481]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-05-11 02:25:23,639 - yago11k - [INFO] - [E:482| 0]: Train Loss:0.0010923, Val MRR:0.32815, yago11k +2023-05-11 02:27:10,168 - yago11k - [INFO] - [E:482| 100]: Train Loss:0.0011015, Val MRR:0.32815, yago11k +2023-05-11 02:28:43,215 - yago11k - [INFO] - [E:482| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 02:30:27,864 - yago11k - [INFO] - [E:482| 300]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 02:32:12,462 - yago11k - [INFO] - [E:482| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:33:57,030 - yago11k - [INFO] - [E:482| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:35:41,658 - yago11k - [INFO] - [E:482| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 02:35:41,658 - yago11k - [INFO] - [Epoch:482]: Training Loss:0.001102 + +2023-05-11 02:35:41,921 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:36:03,846 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:36:20,167 - yago11k - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.41512, Head : 0.23445, Avg : 0.32479 + +2023-05-11 02:36:20,167 - yago11k - [INFO] - [Epoch 482]: Training Loss: 0.0011016, Valid MRR: 0.32815, + + + +2023-05-11 02:36:20,815 - yago11k - [INFO] - [E:483| 0]: Train Loss:0.0010917, Val MRR:0.32815, yago11k +2023-05-11 02:37:57,883 - yago11k - [INFO] - [E:483| 100]: Train Loss:0.001104, Val MRR:0.32815, yago11k +2023-05-11 02:39:42,233 - yago11k - [INFO] - [E:483| 200]: Train Loss:0.001103, Val MRR:0.32815, yago11k +2023-05-11 02:41:26,219 - yago11k - [INFO] - [E:483| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 02:43:10,330 - yago11k - [INFO] - [E:483| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k +2023-05-11 02:44:54,749 - yago11k - [INFO] - [E:483| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 02:46:26,835 - yago11k - [INFO] - [E:483| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 02:46:26,835 - yago11k - [INFO] - [Epoch:483]: Training Loss:0.001102 + +2023-05-11 02:46:27,182 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:46:49,215 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:47:10,485 - yago11k - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.41392, Head : 0.23427, Avg : 0.3241 + +2023-05-11 02:47:10,485 - yago11k - [INFO] - [Epoch 483]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-05-11 02:47:11,582 - yago11k - [INFO] - [E:484| 0]: Train Loss:0.0010954, Val MRR:0.32815, yago11k +2023-05-11 02:48:55,677 - yago11k - [INFO] - [E:484| 100]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 02:50:40,464 - yago11k - [INFO] - [E:484| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 02:52:24,272 - yago11k - [INFO] - [E:484| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:53:58,829 - yago11k - [INFO] - [E:484| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:55:40,919 - yago11k - [INFO] - [E:484| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 02:57:24,877 - yago11k - [INFO] - [E:484| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 02:57:24,877 - yago11k - [INFO] - [Epoch:484]: Training Loss:0.001102 + +2023-05-11 02:57:25,382 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:57:46,626 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:58:07,990 - yago11k - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.4143, Head : 0.23757, Avg : 0.32593 + +2023-05-11 02:58:07,990 - yago11k - [INFO] - [Epoch 484]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-05-11 02:58:08,834 - yago11k - [INFO] - [E:485| 0]: Train Loss:0.0011182, Val MRR:0.32815, yago11k +2023-05-11 02:59:54,139 - yago11k - [INFO] - [E:485| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 03:01:38,399 - yago11k - [INFO] - [E:485| 200]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 03:03:11,317 - yago11k - [INFO] - [E:485| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 03:04:56,377 - yago11k - [INFO] - [E:485| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 03:06:41,730 - yago11k - [INFO] - [E:485| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 03:08:25,929 - yago11k - [INFO] - [E:485| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 03:08:25,930 - yago11k - [INFO] - [Epoch:485]: Training Loss:0.001102 + +2023-05-11 03:08:26,435 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:08:47,429 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:09:08,541 - yago11k - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.41544, Head : 0.23562, Avg : 0.32553 + +2023-05-11 03:09:08,541 - yago11k - [INFO] - [Epoch 485]: Training Loss: 0.0011019, Valid MRR: 0.32815, + + + +2023-05-11 03:09:09,721 - yago11k - [INFO] - [E:486| 0]: Train Loss:0.0011116, Val MRR:0.32815, yago11k +2023-05-11 03:10:54,512 - yago11k - [INFO] - [E:486| 100]: Train Loss:0.0011011, Val MRR:0.32815, yago11k +2023-05-11 03:12:27,918 - yago11k - [INFO] - [E:486| 200]: Train Loss:0.0011013, Val MRR:0.32815, yago11k +2023-05-11 03:14:12,608 - yago11k - [INFO] - [E:486| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 03:15:59,557 - yago11k - [INFO] - [E:486| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:17:44,702 - yago11k - [INFO] - [E:486| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 03:19:29,234 - yago11k - [INFO] - [E:486| 600]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 03:19:29,234 - yago11k - [INFO] - [Epoch:486]: Training Loss:0.001102 + +2023-05-11 03:19:29,582 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:19:51,156 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:20:10,398 - yago11k - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.41142, Head : 0.23499, Avg : 0.32321 + +2023-05-11 03:20:10,398 - yago11k - [INFO] - [Epoch 486]: Training Loss: 0.0011018, Valid MRR: 0.32815, + + + +2023-05-11 03:20:11,046 - yago11k - [INFO] - [E:487| 0]: Train Loss:0.0010885, Val MRR:0.32815, yago11k +2023-05-11 03:21:46,473 - yago11k - [INFO] - [E:487| 100]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 03:23:31,542 - yago11k - [INFO] - [E:487| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 03:25:16,964 - yago11k - [INFO] - [E:487| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 03:27:01,511 - yago11k - [INFO] - [E:487| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 03:28:46,746 - yago11k - [INFO] - [E:487| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 03:30:18,316 - yago11k - [INFO] - [E:487| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 03:30:18,317 - yago11k - [INFO] - [Epoch:487]: Training Loss:0.001102 + +2023-05-11 03:30:18,787 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:30:39,796 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:31:00,784 - yago11k - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.41684, Head : 0.23582, Avg : 0.32633 + +2023-05-11 03:31:00,784 - yago11k - [INFO] - [Epoch 487]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-05-11 03:31:01,863 - yago11k - [INFO] - [E:488| 0]: Train Loss:0.001095, Val MRR:0.32815, yago11k +2023-05-11 03:32:45,945 - yago11k - [INFO] - [E:488| 100]: Train Loss:0.0011006, Val MRR:0.32815, yago11k +2023-05-11 03:34:30,312 - yago11k - [INFO] - [E:488| 200]: Train Loss:0.0011008, Val MRR:0.32815, yago11k +2023-05-11 03:36:14,285 - yago11k - [INFO] - [E:488| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k +2023-05-11 03:37:47,210 - yago11k - [INFO] - [E:488| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:39:31,410 - yago11k - [INFO] - [E:488| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 03:41:14,598 - yago11k - [INFO] - [E:488| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 03:41:14,599 - yago11k - [INFO] - [Epoch:488]: Training Loss:0.001102 + +2023-05-11 03:41:14,983 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:41:36,204 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:41:57,375 - yago11k - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.41734, Head : 0.23597, Avg : 0.32665 + +2023-05-11 03:41:57,376 - yago11k - [INFO] - [Epoch 488]: Training Loss: 0.0011019, Valid MRR: 0.32815, + + + +2023-05-11 03:41:58,458 - yago11k - [INFO] - [E:489| 0]: Train Loss:0.0011345, Val MRR:0.32815, yago11k +2023-05-11 03:43:42,470 - yago11k - [INFO] - [E:489| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 03:45:26,615 - yago11k - [INFO] - [E:489| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k +2023-05-11 03:46:59,739 - yago11k - [INFO] - [E:489| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k +2023-05-11 03:48:44,470 - yago11k - [INFO] - [E:489| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:50:28,729 - yago11k - [INFO] - [E:489| 500]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:52:12,521 - yago11k - [INFO] - [E:489| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:52:12,521 - yago11k - [INFO] - [Epoch:489]: Training Loss:0.001102 + +2023-05-11 03:52:12,868 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:52:34,428 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:52:55,740 - yago11k - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.41762, Head : 0.23549, Avg : 0.32656 + MR: Tail : 685.42, Head : 1040.4, Avg : 862.91 + Hit-1: Tail : 0.33745, Head : 0.19408, Avg : 0.26577 + Hit-3: Tail : 0.45068, Head : 0.23437, Avg : 0.34253 + Hit-10: Tail : 0.58475, Head : 0.31203, Avg : 0.44839 +2023-05-11 03:52:55,740 - yago11k - [INFO] - [Epoch 489]: Training Loss: 0.0011016, Valid MRR: 0.32815, + + + +2023-05-11 03:52:56,930 - yago11k - [INFO] - [E:490| 0]: Train Loss:0.0011122, Val MRR:0.32815, yago11k +2023-05-11 03:54:40,642 - yago11k - [INFO] - [E:490| 100]: Train Loss:0.0011009, Val MRR:0.32815, yago11k +2023-05-11 03:56:13,395 - yago11k - [INFO] - [E:490| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:57:58,291 - yago11k - [INFO] - [E:490| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 03:59:43,148 - yago11k - [INFO] - [E:490| 400]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 04:01:27,336 - yago11k - [INFO] - [E:490| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 04:03:14,051 - yago11k - [INFO] - [E:490| 600]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 04:03:14,051 - yago11k - [INFO] - [Epoch:490]: Training Loss:0.001101 + +2023-05-11 04:03:14,352 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:03:35,776 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:03:56,011 - yago11k - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.41971, Head : 0.23854, Avg : 0.32912 + +2023-05-11 04:03:57,134 - yago11k - [INFO] - [Epoch 490]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:03:57,781 - yago11k - [INFO] - [E:491| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k +2023-05-11 04:05:31,988 - yago11k - [INFO] - [E:491| 100]: Train Loss:0.0011003, Val MRR:0.32912, yago11k +2023-05-11 04:07:16,438 - yago11k - [INFO] - [E:491| 200]: Train Loss:0.0011005, Val MRR:0.32912, yago11k +2023-05-11 04:09:00,815 - yago11k - [INFO] - [E:491| 300]: Train Loss:0.0011006, Val MRR:0.32912, yago11k +2023-05-11 04:10:44,887 - yago11k - [INFO] - [E:491| 400]: Train Loss:0.0011009, Val MRR:0.32912, yago11k +2023-05-11 04:12:28,952 - yago11k - [INFO] - [E:491| 500]: Train Loss:0.0011011, Val MRR:0.32912, yago11k +2023-05-11 04:14:01,331 - yago11k - [INFO] - [E:491| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:14:01,331 - yago11k - [INFO] - [Epoch:491]: Training Loss:0.001101 + +2023-05-11 04:14:01,674 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:14:22,979 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:14:44,761 - yago11k - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.41654, Head : 0.23626, Avg : 0.3264 + +2023-05-11 04:14:44,761 - yago11k - [INFO] - [Epoch 491]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:14:45,624 - yago11k - [INFO] - [E:492| 0]: Train Loss:0.0010902, Val MRR:0.32912, yago11k +2023-05-11 04:16:30,227 - yago11k - [INFO] - [E:492| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 04:18:15,197 - yago11k - [INFO] - [E:492| 200]: Train Loss:0.0011022, Val MRR:0.32912, yago11k +2023-05-11 04:20:00,155 - yago11k - [INFO] - [E:492| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:21:37,258 - yago11k - [INFO] - [E:492| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k +2023-05-11 04:23:17,041 - yago11k - [INFO] - [E:492| 500]: Train Loss:0.0011016, Val MRR:0.32912, yago11k +2023-05-11 04:25:00,556 - yago11k - [INFO] - [E:492| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:25:00,556 - yago11k - [INFO] - [Epoch:492]: Training Loss:0.001101 + +2023-05-11 04:25:00,958 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:25:22,445 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:25:43,696 - yago11k - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.41746, Head : 0.23838, Avg : 0.32792 + +2023-05-11 04:25:43,696 - yago11k - [INFO] - [Epoch 492]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:25:44,516 - yago11k - [INFO] - [E:493| 0]: Train Loss:0.0011067, Val MRR:0.32912, yago11k +2023-05-11 04:27:29,500 - yago11k - [INFO] - [E:493| 100]: Train Loss:0.0011018, Val MRR:0.32912, yago11k +2023-05-11 04:29:14,583 - yago11k - [INFO] - [E:493| 200]: Train Loss:0.0011017, Val MRR:0.32912, yago11k +2023-05-11 04:30:47,145 - yago11k - [INFO] - [E:493| 300]: Train Loss:0.0011018, Val MRR:0.32912, yago11k +2023-05-11 04:32:33,128 - yago11k - [INFO] - [E:493| 400]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:34:17,188 - yago11k - [INFO] - [E:493| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k +2023-05-11 04:36:00,551 - yago11k - [INFO] - [E:493| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:36:00,552 - yago11k - [INFO] - [Epoch:493]: Training Loss:0.001101 + +2023-05-11 04:36:00,898 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:36:22,435 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:36:44,072 - yago11k - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.41373, Head : 0.2352, Avg : 0.32447 + +2023-05-11 04:36:44,072 - yago11k - [INFO] - [Epoch 493]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:36:44,931 - yago11k - [INFO] - [E:494| 0]: Train Loss:0.0011015, Val MRR:0.32912, yago11k +2023-05-11 04:38:29,947 - yago11k - [INFO] - [E:494| 100]: Train Loss:0.0011011, Val MRR:0.32912, yago11k +2023-05-11 04:40:02,955 - yago11k - [INFO] - [E:494| 200]: Train Loss:0.0011008, Val MRR:0.32912, yago11k +2023-05-11 04:41:47,380 - yago11k - [INFO] - [E:494| 300]: Train Loss:0.0011009, Val MRR:0.32912, yago11k +2023-05-11 04:43:32,254 - yago11k - [INFO] - [E:494| 400]: Train Loss:0.0011012, Val MRR:0.32912, yago11k +2023-05-11 04:45:16,060 - yago11k - [INFO] - [E:494| 500]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 04:46:59,201 - yago11k - [INFO] - [E:494| 600]: Train Loss:0.0011016, Val MRR:0.32912, yago11k +2023-05-11 04:46:59,201 - yago11k - [INFO] - [Epoch:494]: Training Loss:0.001102 + +2023-05-11 04:46:59,519 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:47:21,092 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:47:42,487 - yago11k - [INFO] - [Evaluating Epoch 494 valid]: + MRR: Tail : 0.41836, Head : 0.23502, Avg : 0.32669 + +2023-05-11 04:47:42,487 - yago11k - [INFO] - [Epoch 494]: Training Loss: 0.0011016, Valid MRR: 0.32912, + + + +2023-05-11 04:47:43,153 - yago11k - [INFO] - [E:495| 0]: Train Loss:0.0010939, Val MRR:0.32912, yago11k +2023-05-11 04:49:15,980 - yago11k - [INFO] - [E:495| 100]: Train Loss:0.0011005, Val MRR:0.32912, yago11k +2023-05-11 04:51:00,490 - yago11k - [INFO] - [E:495| 200]: Train Loss:0.0011015, Val MRR:0.32912, yago11k +2023-05-11 04:52:47,202 - yago11k - [INFO] - [E:495| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:54:31,303 - yago11k - [INFO] - [E:495| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k +2023-05-11 04:56:15,393 - yago11k - [INFO] - [E:495| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k +2023-05-11 04:57:48,151 - yago11k - [INFO] - [E:495| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:57:48,151 - yago11k - [INFO] - [Epoch:495]: Training Loss:0.001101 + +2023-05-11 04:57:48,658 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:58:09,542 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:58:30,885 - yago11k - [INFO] - [Evaluating Epoch 495 valid]: + MRR: Tail : 0.41606, Head : 0.2337, Avg : 0.32488 + +2023-05-11 04:58:30,886 - yago11k - [INFO] - [Epoch 495]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:58:31,846 - yago11k - [INFO] - [E:496| 0]: Train Loss:0.001101, Val MRR:0.32912, yago11k +2023-05-11 05:00:16,475 - yago11k - [INFO] - [E:496| 100]: Train Loss:0.0011024, Val MRR:0.32912, yago11k +2023-05-11 05:02:00,004 - yago11k - [INFO] - [E:496| 200]: Train Loss:0.0011007, Val MRR:0.32912, yago11k +2023-05-11 05:03:44,905 - yago11k - [INFO] - [E:496| 300]: Train Loss:0.001101, Val MRR:0.32912, yago11k +2023-05-11 05:05:22,467 - yago11k - [INFO] - [E:496| 400]: Train Loss:0.0011008, Val MRR:0.32912, yago11k +2023-05-11 05:07:08,424 - yago11k - [INFO] - [E:496| 500]: Train Loss:0.0011008, Val MRR:0.32912, yago11k +2023-05-11 05:08:52,463 - yago11k - [INFO] - [E:496| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 05:08:52,463 - yago11k - [INFO] - [Epoch:496]: Training Loss:0.001101 + +2023-05-11 05:08:52,830 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 05:09:14,346 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 05:09:35,844 - yago11k - [INFO] - [Evaluating Epoch 496 valid]: + MRR: Tail : 0.4141, Head : 0.23445, Avg : 0.32427 + +2023-05-11 05:09:35,844 - yago11k - [INFO] - [Epoch 496]: Training Loss: 0.0011013, Valid MRR: 0.32912, + + + +2023-05-11 05:09:37,039 - yago11k - [INFO] - [E:497| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k +2023-05-11 05:11:25,871 - yago11k - [INFO] - [E:497| 100]: Train Loss:0.0010988, Val MRR:0.32912, yago11k +2023-05-11 05:13:25,356 - yago11k - [INFO] - [E:497| 200]: Train Loss:0.0011001, Val MRR:0.32912, yago11k +2023-05-11 05:15:12,313 - yago11k - [INFO] - [E:497| 300]: Train Loss:0.0011002, Val MRR:0.32912, yago11k +2023-05-11 05:15:31,390 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-11 05:15:42,419 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-11 05:16:10,736 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-11 05:16:41,840 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828 + MR: Tail : 752.02, Head : 1142.1, Avg : 947.06 + Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255 + Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491 + Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701 +2023-05-11 05:16:50,263 - yago11k - [INFO] - [E:497| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k +2023-05-11 05:18:35,266 - yago11k - [INFO] - [E:497| 500]: Train Loss:0.0011012, Val MRR:0.32912, yago11k +2023-05-11 05:20:18,911 - yago11k - [INFO] - [E:497| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 05:20:18,911 - yago11k - [INFO] - [Epoch:497]: Training Loss:0.001101 + +2023-05-11 05:20:19,292 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 05:20:41,138 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 05:21:02,760 - yago11k - [INFO] - [Evaluating Epoch 497 valid]: + MRR: Tail : 0.41439, Head : 0.23709, Avg : 0.32574 + +2023-05-11 05:21:02,760 - yago11k - [INFO] - [Epoch 497]: Training Loss: 0.0011013, Valid MRR: 0.32912, + + + +2023-05-11 05:21:03,749 - yago11k - [INFO] - [E:498| 0]: Train Loss:0.0011093, Val MRR:0.32912, yago11k +2023-05-11 05:22:48,738 - yago11k - [INFO] - [E:498| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 05:24:32,952 - yago11k - [INFO] - [E:498| 200]: Train Loss:0.0011004, Val MRR:0.32912, yago11k +2023-05-11 05:26:05,447 - yago11k - [INFO] - [E:498| 300]: Train Loss:0.0011003, Val MRR:0.32912, yago11k +2023-05-11 05:27:50,192 - yago11k - [INFO] - [E:498| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k +2023-05-11 05:29:34,450 - yago11k - [INFO] - [E:498| 500]: Train Loss:0.0011005, Val MRR:0.32912, yago11k +2023-05-11 05:31:17,980 - yago11k - [INFO] - [E:498| 600]: Train Loss:0.0011011, Val MRR:0.32912, yago11k +2023-05-11 05:31:17,981 - yago11k - [INFO] - [Epoch:498]: Training Loss:0.001101 + +2023-05-11 05:31:18,499 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 05:31:39,692 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 05:32:01,104 - yago11k - [INFO] - [Evaluating Epoch 498 valid]: + MRR: Tail : 0.41261, Head : 0.23554, Avg : 0.32408 + +2023-05-11 05:32:01,104 - yago11k - [INFO] - [Epoch 498]: Training Loss: 0.0011011, Valid MRR: 0.32912, + + + +2023-05-11 05:32:02,286 - yago11k - [INFO] - [E:499| 0]: Train Loss:0.0011021, Val MRR:0.32912, yago11k +2023-05-11 05:33:40,920 - yago11k - [INFO] - [E:499| 100]: Train Loss:0.0010999, Val MRR:0.32912, yago11k +2023-05-11 05:35:20,163 - yago11k - [INFO] - [E:499| 200]: Train Loss:0.0010994, Val MRR:0.32912, yago11k +2023-05-11 05:37:04,793 - yago11k - [INFO] - [E:499| 300]: Train Loss:0.0010996, Val MRR:0.32912, yago11k +2023-05-11 05:38:49,498 - yago11k - [INFO] - [E:499| 400]: Train Loss:0.0010997, Val MRR:0.32912, yago11k +2023-05-11 05:40:34,506 - yago11k - [INFO] - [E:499| 500]: Train Loss:0.0011001, Val MRR:0.32912, yago11k +2023-05-11 05:42:20,211 - yago11k - [INFO] - [E:499| 600]: Train Loss:0.0011008, Val MRR:0.32912, yago11k +2023-05-11 05:42:20,211 - yago11k - [INFO] - [Epoch:499]: Training Loss:0.001101 + +2023-05-11 05:42:20,611 - yago11k - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 05:42:34,667 - yago11k - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 05:42:48,708 - yago11k - [INFO] - [Evaluating Epoch 499 valid]: + MRR: Tail : 0.41282, Head : 0.23554, Avg : 0.32418 + MR: Tail : 690.63, Head : 1039.3, Avg : 864.99 + Hit-1: Tail : 0.32676, Head : 0.19422, Avg : 0.26049 + Hit-3: Tail : 0.45096, Head : 0.23312, Avg : 0.34204 + Hit-10: Tail : 0.58766, Head : 0.31578, Avg : 0.45172 +2023-05-11 05:42:48,709 - yago11k - [INFO] - [Epoch 499]: Training Loss: 0.0011008, Valid MRR: 0.32912, + + + +2023-05-11 05:42:48,709 - yago11k - [INFO] - Loading best model, evaluating on test data +2023-05-11 05:42:50,265 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-11 05:43:11,044 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-11 05:43:31,321 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828 + MR: Tail : 752.02, Head : 1142.1, Avg : 947.06 + Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255 + Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491 + Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701 +2023-05-11 11:35:30,275 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-11 11:35:42,943 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-11 11:36:14,577 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-11 11:36:45,783 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828 + MR: Tail : 752.02, Head : 1142.1, Avg : 947.06 + Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255 + Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491 + Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701 +2023-05-12 11:46:19,310 - yago11k - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False} +2023-05-12 11:46:31,268 - yago11k - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-12 11:47:03,059 - yago11k - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-12 11:47:34,203 - yago11k - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828 + MR: Tail : 752.02, Head : 1142.1, Avg : 947.06 + Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255 + Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491 + Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701 diff --git a/log/yago11k_0.00003 b/log/yago11k_0.00003 new file mode 100644 index 0000000..66cf99b --- /dev/null +++ b/log/yago11k_0.00003 @@ -0,0 +1,9654 @@ +2023-06-04 17:06:50,608 - yago11k_0.00003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.00003', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-04 17:06:59,763 - yago11k_0.00003 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.00003 +2023-06-04 17:09:01,902 - yago11k_0.00003 - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_0.00003 +2023-06-04 17:11:04,633 - yago11k_0.00003 - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.00003 +2023-06-04 17:13:07,374 - yago11k_0.00003 - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_0.00003 +2023-06-04 17:15:10,045 - yago11k_0.00003 - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_0.00003 +2023-06-04 17:17:12,549 - yago11k_0.00003 - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_0.00003 +2023-06-04 17:19:14,474 - yago11k_0.00003 - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_0.00003 +2023-06-04 17:19:14,475 - yago11k_0.00003 - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-04 17:19:14,993 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 17:19:39,463 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 17:20:03,561 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857 + +2023-06-04 17:20:04,647 - yago11k_0.00003 - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857, + + + +2023-06-04 17:20:05,899 - yago11k_0.00003 - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k_0.00003 +2023-06-04 17:22:08,092 - yago11k_0.00003 - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k_0.00003 +2023-06-04 17:24:10,672 - yago11k_0.00003 - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k_0.00003 +2023-06-04 17:26:00,635 - yago11k_0.00003 - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k_0.00003 +2023-06-04 17:27:27,005 - yago11k_0.00003 - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k_0.00003 +2023-06-04 17:29:11,418 - yago11k_0.00003 - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k_0.00003 +2023-06-04 17:31:12,347 - yago11k_0.00003 - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k_0.00003 +2023-06-04 17:31:12,347 - yago11k_0.00003 - [INFO] - [Epoch:1]: Training Loss:0.008455 + +2023-06-04 17:31:12,719 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 17:31:37,135 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 17:32:00,938 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637 + +2023-06-04 17:32:02,160 - yago11k_0.00003 - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637, + + + +2023-06-04 17:32:03,282 - yago11k_0.00003 - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k_0.00003 +2023-06-04 17:34:05,258 - yago11k_0.00003 - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k_0.00003 +2023-06-04 17:36:07,330 - yago11k_0.00003 - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k_0.00003 +2023-06-04 17:38:09,565 - yago11k_0.00003 - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k_0.00003 +2023-06-04 17:40:11,804 - yago11k_0.00003 - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k_0.00003 +2023-06-04 17:42:13,797 - yago11k_0.00003 - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k_0.00003 +2023-06-04 17:44:14,923 - yago11k_0.00003 - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k_0.00003 +2023-06-04 17:44:14,924 - yago11k_0.00003 - [INFO] - [Epoch:2]: Training Loss:0.00419 + +2023-06-04 17:44:15,308 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 17:44:39,688 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 17:45:03,631 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714 + +2023-06-04 17:45:04,846 - yago11k_0.00003 - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714, + + + +2023-06-04 17:45:06,094 - yago11k_0.00003 - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 17:47:08,120 - yago11k_0.00003 - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 17:48:41,023 - yago11k_0.00003 - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 17:50:32,826 - yago11k_0.00003 - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 17:52:34,742 - yago11k_0.00003 - [INFO] - [E:3| 400]: Train Loss:0.0031191, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 17:54:36,581 - yago11k_0.00003 - [INFO] - [E:3| 500]: Train Loss:0.00306, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 17:56:37,710 - yago11k_0.00003 - [INFO] - [E:3| 600]: Train Loss:0.0030103, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 17:56:37,711 - yago11k_0.00003 - [INFO] - [Epoch:3]: Training Loss:0.00301 + +2023-06-04 17:56:38,159 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 17:57:02,577 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 17:57:26,472 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.06552, Head : 0.00061, Avg : 0.03306 + +2023-06-04 17:57:26,472 - yago11k_0.00003 - [INFO] - [Epoch 3]: Training Loss: 0.0030103, Valid MRR: 0.03714, + + + +2023-06-04 17:57:27,651 - yago11k_0.00003 - [INFO] - [E:4| 0]: Train Loss:0.0026698, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 17:59:29,722 - yago11k_0.00003 - [INFO] - [E:4| 100]: Train Loss:0.0026825, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 18:01:31,855 - yago11k_0.00003 - [INFO] - [E:4| 200]: Train Loss:0.0026365, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 18:03:33,723 - yago11k_0.00003 - [INFO] - [E:4| 300]: Train Loss:0.0026079, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 18:05:35,754 - yago11k_0.00003 - [INFO] - [E:4| 400]: Train Loss:0.002583, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 18:07:37,591 - yago11k_0.00003 - [INFO] - [E:4| 500]: Train Loss:0.0025611, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 18:09:18,517 - yago11k_0.00003 - [INFO] - [E:4| 600]: Train Loss:0.0025447, Val MRR:0.03714, yago11k_0.00003 +2023-06-04 18:09:18,517 - yago11k_0.00003 - [INFO] - [Epoch:4]: Training Loss:0.002545 + +2023-06-04 18:09:18,843 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 18:09:36,773 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 18:09:54,576 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.07528, Head : 0.00075, Avg : 0.03802 + +2023-06-04 18:09:56,160 - yago11k_0.00003 - [INFO] - [Epoch 4]: Training Loss: 0.0025447, Valid MRR: 0.03802, + + + +2023-06-04 18:09:57,042 - yago11k_0.00003 - [INFO] - [E:5| 0]: Train Loss:0.0023094, Val MRR:0.03802, yago11k_0.00003 +2023-06-04 18:11:52,592 - yago11k_0.00003 - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.03802, yago11k_0.00003 +2023-06-04 18:13:55,206 - yago11k_0.00003 - [INFO] - [E:5| 200]: Train Loss:0.0023851, Val MRR:0.03802, yago11k_0.00003 +2023-06-04 18:15:57,900 - yago11k_0.00003 - [INFO] - [E:5| 300]: Train Loss:0.0023725, Val MRR:0.03802, yago11k_0.00003 +2023-06-04 18:18:00,847 - yago11k_0.00003 - [INFO] - [E:5| 400]: Train Loss:0.0023596, Val MRR:0.03802, yago11k_0.00003 +2023-06-04 18:20:03,510 - yago11k_0.00003 - [INFO] - [E:5| 500]: Train Loss:0.0023456, Val MRR:0.03802, yago11k_0.00003 +2023-06-04 18:22:05,516 - yago11k_0.00003 - [INFO] - [E:5| 600]: Train Loss:0.0023323, Val MRR:0.03802, yago11k_0.00003 +2023-06-04 18:22:05,516 - yago11k_0.00003 - [INFO] - [Epoch:5]: Training Loss:0.002332 + +2023-06-04 18:22:05,876 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 18:22:30,432 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 18:22:54,622 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.07903, Head : 0.00081, Avg : 0.03992 + +2023-06-04 18:22:55,768 - yago11k_0.00003 - [INFO] - [Epoch 5]: Training Loss: 0.0023323, Valid MRR: 0.03992, + + + +2023-06-04 18:22:56,974 - yago11k_0.00003 - [INFO] - [E:6| 0]: Train Loss:0.0025447, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:24:59,512 - yago11k_0.00003 - [INFO] - [E:6| 100]: Train Loss:0.0022506, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:27:02,151 - yago11k_0.00003 - [INFO] - [E:6| 200]: Train Loss:0.0022383, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:29:04,764 - yago11k_0.00003 - [INFO] - [E:6| 300]: Train Loss:0.0022347, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:30:32,735 - yago11k_0.00003 - [INFO] - [E:6| 400]: Train Loss:0.0022311, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:32:04,727 - yago11k_0.00003 - [INFO] - [E:6| 500]: Train Loss:0.0022302, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:34:06,891 - yago11k_0.00003 - [INFO] - [E:6| 600]: Train Loss:0.0022295, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:34:06,892 - yago11k_0.00003 - [INFO] - [Epoch:6]: Training Loss:0.00223 + +2023-06-04 18:34:07,407 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 18:34:32,023 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 18:34:56,142 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.07508, Head : 0.00092, Avg : 0.038 + +2023-06-04 18:34:56,142 - yago11k_0.00003 - [INFO] - [Epoch 6]: Training Loss: 0.0022295, Valid MRR: 0.03992, + + + +2023-06-04 18:34:57,383 - yago11k_0.00003 - [INFO] - [E:7| 0]: Train Loss:0.0021228, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:36:59,949 - yago11k_0.00003 - [INFO] - [E:7| 100]: Train Loss:0.0021803, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:39:02,907 - yago11k_0.00003 - [INFO] - [E:7| 200]: Train Loss:0.0021782, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:41:05,954 - yago11k_0.00003 - [INFO] - [E:7| 300]: Train Loss:0.0021829, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:43:08,880 - yago11k_0.00003 - [INFO] - [E:7| 400]: Train Loss:0.0021847, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:45:11,698 - yago11k_0.00003 - [INFO] - [E:7| 500]: Train Loss:0.0021826, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:47:13,874 - yago11k_0.00003 - [INFO] - [E:7| 600]: Train Loss:0.0021781, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:47:13,875 - yago11k_0.00003 - [INFO] - [Epoch:7]: Training Loss:0.002178 + +2023-06-04 18:47:14,320 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 18:47:38,877 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 18:48:03,052 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.07258, Head : 0.00096, Avg : 0.03677 + +2023-06-04 18:48:03,053 - yago11k_0.00003 - [INFO] - [Epoch 7]: Training Loss: 0.0021781, Valid MRR: 0.03992, + + + +2023-06-04 18:48:04,314 - yago11k_0.00003 - [INFO] - [E:8| 0]: Train Loss:0.0022541, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:50:07,005 - yago11k_0.00003 - [INFO] - [E:8| 100]: Train Loss:0.0021498, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:51:41,760 - yago11k_0.00003 - [INFO] - [E:8| 200]: Train Loss:0.0021634, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:53:08,016 - yago11k_0.00003 - [INFO] - [E:8| 300]: Train Loss:0.002157, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:55:09,434 - yago11k_0.00003 - [INFO] - [E:8| 400]: Train Loss:0.0021542, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:57:12,445 - yago11k_0.00003 - [INFO] - [E:8| 500]: Train Loss:0.0021538, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:59:14,643 - yago11k_0.00003 - [INFO] - [E:8| 600]: Train Loss:0.0021537, Val MRR:0.03992, yago11k_0.00003 +2023-06-04 18:59:14,643 - yago11k_0.00003 - [INFO] - [Epoch:8]: Training Loss:0.002154 + +2023-06-04 18:59:15,088 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 18:59:39,677 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 19:00:03,821 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.08409, Head : 0.00115, Avg : 0.04262 + +2023-06-04 19:00:05,085 - yago11k_0.00003 - [INFO] - [Epoch 8]: Training Loss: 0.0021537, Valid MRR: 0.04262, + + + +2023-06-04 19:00:06,319 - yago11k_0.00003 - [INFO] - [E:9| 0]: Train Loss:0.0021061, Val MRR:0.04262, yago11k_0.00003 +2023-06-04 19:02:09,254 - yago11k_0.00003 - [INFO] - [E:9| 100]: Train Loss:0.0021548, Val MRR:0.04262, yago11k_0.00003 +2023-06-04 19:04:11,795 - yago11k_0.00003 - [INFO] - [E:9| 200]: Train Loss:0.0021475, Val MRR:0.04262, yago11k_0.00003 +2023-06-04 19:06:14,589 - yago11k_0.00003 - [INFO] - [E:9| 300]: Train Loss:0.0021463, Val MRR:0.04262, yago11k_0.00003 +2023-06-04 19:08:17,005 - yago11k_0.00003 - [INFO] - [E:9| 400]: Train Loss:0.0021434, Val MRR:0.04262, yago11k_0.00003 +2023-06-04 19:10:20,112 - yago11k_0.00003 - [INFO] - [E:9| 500]: Train Loss:0.0021417, Val MRR:0.04262, yago11k_0.00003 +2023-06-04 19:12:16,139 - yago11k_0.00003 - [INFO] - [E:9| 600]: Train Loss:0.0021408, Val MRR:0.04262, yago11k_0.00003 +2023-06-04 19:12:16,140 - yago11k_0.00003 - [INFO] - [Epoch:9]: Training Loss:0.002141 + +2023-06-04 19:12:16,506 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 19:12:32,965 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 19:12:49,256 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.09668, Head : 0.00141, Avg : 0.04905 + MR: Tail : 2236.6, Head : 3426.5, Avg : 2831.5 + Hit-1: Tail : 0.05765, Head : 0.0, Avg : 0.02883 + Hit-3: Tail : 0.09489, Head : 0.0, Avg : 0.04744 + Hit-10: Tail : 0.17644, Head : 0.0, Avg : 0.08822 +2023-06-04 19:12:50,559 - yago11k_0.00003 - [INFO] - [Epoch 9]: Training Loss: 0.0021408, Valid MRR: 0.04905, + + + +2023-06-04 19:12:51,460 - yago11k_0.00003 - [INFO] - [E:10| 0]: Train Loss:0.0020497, Val MRR:0.04905, yago11k_0.00003 +2023-06-04 19:14:17,672 - yago11k_0.00003 - [INFO] - [E:10| 100]: Train Loss:0.0021407, Val MRR:0.04905, yago11k_0.00003 +2023-06-04 19:16:12,439 - yago11k_0.00003 - [INFO] - [E:10| 200]: Train Loss:0.0021328, Val MRR:0.04905, yago11k_0.00003 +2023-06-04 19:18:15,429 - yago11k_0.00003 - [INFO] - [E:10| 300]: Train Loss:0.0021293, Val MRR:0.04905, yago11k_0.00003 +2023-06-04 19:20:18,485 - yago11k_0.00003 - [INFO] - [E:10| 400]: Train Loss:0.0021279, Val MRR:0.04905, yago11k_0.00003 +2023-06-04 19:22:21,477 - yago11k_0.00003 - [INFO] - [E:10| 500]: Train Loss:0.0021285, Val MRR:0.04905, yago11k_0.00003 +2023-06-04 19:24:23,384 - yago11k_0.00003 - [INFO] - [E:10| 600]: Train Loss:0.0021274, Val MRR:0.04905, yago11k_0.00003 +2023-06-04 19:24:23,384 - yago11k_0.00003 - [INFO] - [Epoch:10]: Training Loss:0.002127 + +2023-06-04 19:24:23,901 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 19:24:48,489 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 19:25:12,722 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.11586, Head : 0.00281, Avg : 0.05934 + +2023-06-04 19:25:13,880 - yago11k_0.00003 - [INFO] - [Epoch 10]: Training Loss: 0.0021274, Valid MRR: 0.05934, + + + +2023-06-04 19:25:15,088 - yago11k_0.00003 - [INFO] - [E:11| 0]: Train Loss:0.0021802, Val MRR:0.05934, yago11k_0.00003 +2023-06-04 19:27:17,994 - yago11k_0.00003 - [INFO] - [E:11| 100]: Train Loss:0.0021032, Val MRR:0.05934, yago11k_0.00003 +2023-06-04 19:29:21,127 - yago11k_0.00003 - [INFO] - [E:11| 200]: Train Loss:0.0021092, Val MRR:0.05934, yago11k_0.00003 +2023-06-04 19:31:23,737 - yago11k_0.00003 - [INFO] - [E:11| 300]: Train Loss:0.0021084, Val MRR:0.05934, yago11k_0.00003 +2023-06-04 19:33:26,648 - yago11k_0.00003 - [INFO] - [E:11| 400]: Train Loss:0.0021039, Val MRR:0.05934, yago11k_0.00003 +2023-06-04 19:34:53,697 - yago11k_0.00003 - [INFO] - [E:11| 500]: Train Loss:0.0020986, Val MRR:0.05934, yago11k_0.00003 +2023-06-04 19:36:26,218 - yago11k_0.00003 - [INFO] - [E:11| 600]: Train Loss:0.0020981, Val MRR:0.05934, yago11k_0.00003 +2023-06-04 19:36:26,219 - yago11k_0.00003 - [INFO] - [Epoch:11]: Training Loss:0.002098 + +2023-06-04 19:36:26,626 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 19:36:51,096 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 19:37:15,115 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.12964, Head : 0.00329, Avg : 0.06647 + +2023-06-04 19:37:16,438 - yago11k_0.00003 - [INFO] - [Epoch 11]: Training Loss: 0.0020981, Valid MRR: 0.06647, + + + +2023-06-04 19:37:17,682 - yago11k_0.00003 - [INFO] - [E:12| 0]: Train Loss:0.0019769, Val MRR:0.06647, yago11k_0.00003 +2023-06-04 19:39:20,621 - yago11k_0.00003 - [INFO] - [E:12| 100]: Train Loss:0.0020848, Val MRR:0.06647, yago11k_0.00003 +2023-06-04 19:41:23,564 - yago11k_0.00003 - [INFO] - [E:12| 200]: Train Loss:0.0020907, Val MRR:0.06647, yago11k_0.00003 +2023-06-04 19:43:26,258 - yago11k_0.00003 - [INFO] - [E:12| 300]: Train Loss:0.0020877, Val MRR:0.06647, yago11k_0.00003 +2023-06-04 19:45:29,332 - yago11k_0.00003 - [INFO] - [E:12| 400]: Train Loss:0.0020815, Val MRR:0.06647, yago11k_0.00003 +2023-06-04 19:47:32,353 - yago11k_0.00003 - [INFO] - [E:12| 500]: Train Loss:0.0020756, Val MRR:0.06647, yago11k_0.00003 +2023-06-04 19:49:34,357 - yago11k_0.00003 - [INFO] - [E:12| 600]: Train Loss:0.0020709, Val MRR:0.06647, yago11k_0.00003 +2023-06-04 19:49:34,358 - yago11k_0.00003 - [INFO] - [Epoch:12]: Training Loss:0.002071 + +2023-06-04 19:49:34,760 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 19:49:59,196 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 19:50:23,456 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.13661, Head : 0.00381, Avg : 0.07021 + +2023-06-04 19:50:24,734 - yago11k_0.00003 - [INFO] - [Epoch 12]: Training Loss: 0.0020709, Valid MRR: 0.07021, + + + +2023-06-04 19:50:25,861 - yago11k_0.00003 - [INFO] - [E:13| 0]: Train Loss:0.0019609, Val MRR:0.07021, yago11k_0.00003 +2023-06-04 19:52:28,881 - yago11k_0.00003 - [INFO] - [E:13| 100]: Train Loss:0.0020649, Val MRR:0.07021, yago11k_0.00003 +2023-06-04 19:54:31,575 - yago11k_0.00003 - [INFO] - [E:13| 200]: Train Loss:0.0020542, Val MRR:0.07021, yago11k_0.00003 +2023-06-04 19:56:04,720 - yago11k_0.00003 - [INFO] - [E:13| 300]: Train Loss:0.0020535, Val MRR:0.07021, yago11k_0.00003 +2023-06-04 19:57:31,070 - yago11k_0.00003 - [INFO] - [E:13| 400]: Train Loss:0.0020522, Val MRR:0.07021, yago11k_0.00003 +2023-06-04 19:59:34,009 - yago11k_0.00003 - [INFO] - [E:13| 500]: Train Loss:0.0020507, Val MRR:0.07021, yago11k_0.00003 +2023-06-04 20:01:36,192 - yago11k_0.00003 - [INFO] - [E:13| 600]: Train Loss:0.0020487, Val MRR:0.07021, yago11k_0.00003 +2023-06-04 20:01:36,192 - yago11k_0.00003 - [INFO] - [Epoch:13]: Training Loss:0.002049 + +2023-06-04 20:01:36,650 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 20:02:01,276 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 20:02:25,187 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.15179, Head : 0.00401, Avg : 0.0779 + +2023-06-04 20:02:26,422 - yago11k_0.00003 - [INFO] - [Epoch 13]: Training Loss: 0.0020487, Valid MRR: 0.0779, + + + +2023-06-04 20:02:27,679 - yago11k_0.00003 - [INFO] - [E:14| 0]: Train Loss:0.0021393, Val MRR:0.0779, yago11k_0.00003 +2023-06-04 20:04:30,238 - yago11k_0.00003 - [INFO] - [E:14| 100]: Train Loss:0.0020289, Val MRR:0.0779, yago11k_0.00003 +2023-06-04 20:06:33,299 - yago11k_0.00003 - [INFO] - [E:14| 200]: Train Loss:0.0020338, Val MRR:0.0779, yago11k_0.00003 +2023-06-04 20:08:36,382 - yago11k_0.00003 - [INFO] - [E:14| 300]: Train Loss:0.0020335, Val MRR:0.0779, yago11k_0.00003 +2023-06-04 20:10:39,481 - yago11k_0.00003 - [INFO] - [E:14| 400]: Train Loss:0.002032, Val MRR:0.0779, yago11k_0.00003 +2023-06-04 20:12:42,051 - yago11k_0.00003 - [INFO] - [E:14| 500]: Train Loss:0.0020268, Val MRR:0.0779, yago11k_0.00003 +2023-06-04 20:14:43,782 - yago11k_0.00003 - [INFO] - [E:14| 600]: Train Loss:0.0020298, Val MRR:0.0779, yago11k_0.00003 +2023-06-04 20:14:43,782 - yago11k_0.00003 - [INFO] - [Epoch:14]: Training Loss:0.00203 + +2023-06-04 20:14:44,285 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 20:15:08,762 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 20:15:32,923 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.15848, Head : 0.00509, Avg : 0.08179 + +2023-06-04 20:15:34,155 - yago11k_0.00003 - [INFO] - [Epoch 14]: Training Loss: 0.0020298, Valid MRR: 0.08179, + + + +2023-06-04 20:15:35,412 - yago11k_0.00003 - [INFO] - [E:15| 0]: Train Loss:0.0019829, Val MRR:0.08179, yago11k_0.00003 +2023-06-04 20:17:15,283 - yago11k_0.00003 - [INFO] - [E:15| 100]: Train Loss:0.0020135, Val MRR:0.08179, yago11k_0.00003 +2023-06-04 20:18:41,668 - yago11k_0.00003 - [INFO] - [E:15| 200]: Train Loss:0.0020075, Val MRR:0.08179, yago11k_0.00003 +2023-06-04 20:20:38,614 - yago11k_0.00003 - [INFO] - [E:15| 300]: Train Loss:0.0020119, Val MRR:0.08179, yago11k_0.00003 +2023-06-04 20:22:41,503 - yago11k_0.00003 - [INFO] - [E:15| 400]: Train Loss:0.00201, Val MRR:0.08179, yago11k_0.00003 +2023-06-04 20:24:44,440 - yago11k_0.00003 - [INFO] - [E:15| 500]: Train Loss:0.0020078, Val MRR:0.08179, yago11k_0.00003 +2023-06-04 20:26:46,743 - yago11k_0.00003 - [INFO] - [E:15| 600]: Train Loss:0.0020085, Val MRR:0.08179, yago11k_0.00003 +2023-06-04 20:26:46,744 - yago11k_0.00003 - [INFO] - [Epoch:15]: Training Loss:0.002009 + +2023-06-04 20:26:47,265 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 20:27:11,651 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 20:27:35,802 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.17517, Head : 0.00815, Avg : 0.09166 + +2023-06-04 20:27:37,229 - yago11k_0.00003 - [INFO] - [Epoch 15]: Training Loss: 0.0020085, Valid MRR: 0.09166, + + + +2023-06-04 20:27:38,478 - yago11k_0.00003 - [INFO] - [E:16| 0]: Train Loss:0.0020151, Val MRR:0.09166, yago11k_0.00003 +2023-06-04 20:29:41,154 - yago11k_0.00003 - [INFO] - [E:16| 100]: Train Loss:0.0019851, Val MRR:0.09166, yago11k_0.00003 +2023-06-04 20:31:43,846 - yago11k_0.00003 - [INFO] - [E:16| 200]: Train Loss:0.0019912, Val MRR:0.09166, yago11k_0.00003 +2023-06-04 20:33:46,679 - yago11k_0.00003 - [INFO] - [E:16| 300]: Train Loss:0.0019926, Val MRR:0.09166, yago11k_0.00003 +2023-06-04 20:35:49,664 - yago11k_0.00003 - [INFO] - [E:16| 400]: Train Loss:0.0019889, Val MRR:0.09166, yago11k_0.00003 +2023-06-04 20:37:51,138 - yago11k_0.00003 - [INFO] - [E:16| 500]: Train Loss:0.0019895, Val MRR:0.09166, yago11k_0.00003 +2023-06-04 20:39:16,967 - yago11k_0.00003 - [INFO] - [E:16| 600]: Train Loss:0.0019866, Val MRR:0.09166, yago11k_0.00003 +2023-06-04 20:39:16,967 - yago11k_0.00003 - [INFO] - [Epoch:16]: Training Loss:0.001987 + +2023-06-04 20:39:17,269 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 20:39:33,641 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 20:39:49,826 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.17687, Head : 0.00941, Avg : 0.09314 + +2023-06-04 20:39:51,151 - yago11k_0.00003 - [INFO] - [Epoch 16]: Training Loss: 0.0019866, Valid MRR: 0.09314, + + + +2023-06-04 20:39:52,006 - yago11k_0.00003 - [INFO] - [E:17| 0]: Train Loss:0.0019333, Val MRR:0.09314, yago11k_0.00003 +2023-06-04 20:41:42,021 - yago11k_0.00003 - [INFO] - [E:17| 100]: Train Loss:0.0019763, Val MRR:0.09314, yago11k_0.00003 +2023-06-04 20:43:44,930 - yago11k_0.00003 - [INFO] - [E:17| 200]: Train Loss:0.0019642, Val MRR:0.09314, yago11k_0.00003 +2023-06-04 20:45:47,686 - yago11k_0.00003 - [INFO] - [E:17| 300]: Train Loss:0.0019694, Val MRR:0.09314, yago11k_0.00003 +2023-06-04 20:47:50,436 - yago11k_0.00003 - [INFO] - [E:17| 400]: Train Loss:0.0019709, Val MRR:0.09314, yago11k_0.00003 +2023-06-04 20:49:52,852 - yago11k_0.00003 - [INFO] - [E:17| 500]: Train Loss:0.0019665, Val MRR:0.09314, yago11k_0.00003 +2023-06-04 20:51:54,954 - yago11k_0.00003 - [INFO] - [E:17| 600]: Train Loss:0.0019626, Val MRR:0.09314, yago11k_0.00003 +2023-06-04 20:51:54,955 - yago11k_0.00003 - [INFO] - [Epoch:17]: Training Loss:0.001963 + +2023-06-04 20:51:55,451 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 20:52:19,977 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 20:52:43,933 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.18024, Head : 0.01324, Avg : 0.09674 + +2023-06-04 20:52:45,156 - yago11k_0.00003 - [INFO] - [Epoch 17]: Training Loss: 0.0019626, Valid MRR: 0.09674, + + + +2023-06-04 20:52:46,418 - yago11k_0.00003 - [INFO] - [E:18| 0]: Train Loss:0.0019648, Val MRR:0.09674, yago11k_0.00003 +2023-06-04 20:54:49,400 - yago11k_0.00003 - [INFO] - [E:18| 100]: Train Loss:0.0019498, Val MRR:0.09674, yago11k_0.00003 +2023-06-04 20:56:52,056 - yago11k_0.00003 - [INFO] - [E:18| 200]: Train Loss:0.0019508, Val MRR:0.09674, yago11k_0.00003 +2023-06-04 20:58:54,720 - yago11k_0.00003 - [INFO] - [E:18| 300]: Train Loss:0.0019502, Val MRR:0.09674, yago11k_0.00003 +2023-06-04 21:00:26,353 - yago11k_0.00003 - [INFO] - [E:18| 400]: Train Loss:0.0019477, Val MRR:0.09674, yago11k_0.00003 +2023-06-04 21:01:54,615 - yago11k_0.00003 - [INFO] - [E:18| 500]: Train Loss:0.0019409, Val MRR:0.09674, yago11k_0.00003 +2023-06-04 21:03:57,176 - yago11k_0.00003 - [INFO] - [E:18| 600]: Train Loss:0.0019391, Val MRR:0.09674, yago11k_0.00003 +2023-06-04 21:03:57,177 - yago11k_0.00003 - [INFO] - [Epoch:18]: Training Loss:0.001939 + +2023-06-04 21:03:57,565 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 21:04:22,182 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 21:04:46,468 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.18341, Head : 0.01697, Avg : 0.10019 + +2023-06-04 21:04:47,739 - yago11k_0.00003 - [INFO] - [Epoch 18]: Training Loss: 0.0019391, Valid MRR: 0.10019, + + + +2023-06-04 21:04:48,878 - yago11k_0.00003 - [INFO] - [E:19| 0]: Train Loss:0.0020229, Val MRR:0.10019, yago11k_0.00003 +2023-06-04 21:06:52,080 - yago11k_0.00003 - [INFO] - [E:19| 100]: Train Loss:0.001928, Val MRR:0.10019, yago11k_0.00003 +2023-06-04 21:08:54,996 - yago11k_0.00003 - [INFO] - [E:19| 200]: Train Loss:0.001927, Val MRR:0.10019, yago11k_0.00003 +2023-06-04 21:10:58,019 - yago11k_0.00003 - [INFO] - [E:19| 300]: Train Loss:0.0019232, Val MRR:0.10019, yago11k_0.00003 +2023-06-04 21:13:00,930 - yago11k_0.00003 - [INFO] - [E:19| 400]: Train Loss:0.0019186, Val MRR:0.10019, yago11k_0.00003 +2023-06-04 21:15:04,038 - yago11k_0.00003 - [INFO] - [E:19| 500]: Train Loss:0.0019161, Val MRR:0.10019, yago11k_0.00003 +2023-06-04 21:17:06,150 - yago11k_0.00003 - [INFO] - [E:19| 600]: Train Loss:0.0019145, Val MRR:0.10019, yago11k_0.00003 +2023-06-04 21:17:06,150 - yago11k_0.00003 - [INFO] - [Epoch:19]: Training Loss:0.001915 + +2023-06-04 21:17:06,614 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 21:17:31,293 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 21:17:55,319 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.18232, Head : 0.0214, Avg : 0.10186 + MR: Tail : 583.17, Head : 1120.8, Avg : 851.96 + Hit-1: Tail : 0.11517, Head : 0.00528, Avg : 0.06023 + Hit-3: Tail : 0.19366, Head : 0.01292, Avg : 0.10329 + Hit-10: Tail : 0.31412, Head : 0.04418, Avg : 0.17915 +2023-06-04 21:17:56,635 - yago11k_0.00003 - [INFO] - [Epoch 19]: Training Loss: 0.0019145, Valid MRR: 0.10186, + + + +2023-06-04 21:17:57,912 - yago11k_0.00003 - [INFO] - [E:20| 0]: Train Loss:0.0018055, Val MRR:0.10186, yago11k_0.00003 +2023-06-04 21:20:00,648 - yago11k_0.00003 - [INFO] - [E:20| 100]: Train Loss:0.0018947, Val MRR:0.10186, yago11k_0.00003 +2023-06-04 21:21:38,159 - yago11k_0.00003 - [INFO] - [E:20| 200]: Train Loss:0.0018972, Val MRR:0.10186, yago11k_0.00003 +2023-06-04 21:23:04,677 - yago11k_0.00003 - [INFO] - [E:20| 300]: Train Loss:0.0018955, Val MRR:0.10186, yago11k_0.00003 +2023-06-04 21:25:04,180 - yago11k_0.00003 - [INFO] - [E:20| 400]: Train Loss:0.0018928, Val MRR:0.10186, yago11k_0.00003 +2023-06-04 21:27:07,425 - yago11k_0.00003 - [INFO] - [E:20| 500]: Train Loss:0.0018887, Val MRR:0.10186, yago11k_0.00003 +2023-06-04 21:29:09,702 - yago11k_0.00003 - [INFO] - [E:20| 600]: Train Loss:0.0018885, Val MRR:0.10186, yago11k_0.00003 +2023-06-04 21:29:09,702 - yago11k_0.00003 - [INFO] - [Epoch:20]: Training Loss:0.001889 + +2023-06-04 21:29:10,096 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 21:29:34,646 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 21:29:58,901 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.18755, Head : 0.02308, Avg : 0.10531 + +2023-06-04 21:30:00,176 - yago11k_0.00003 - [INFO] - [Epoch 20]: Training Loss: 0.0018885, Valid MRR: 0.10531, + + + +2023-06-04 21:30:01,449 - yago11k_0.00003 - [INFO] - [E:21| 0]: Train Loss:0.0018059, Val MRR:0.10531, yago11k_0.00003 +2023-06-04 21:32:04,148 - yago11k_0.00003 - [INFO] - [E:21| 100]: Train Loss:0.0018555, Val MRR:0.10531, yago11k_0.00003 +2023-06-04 21:34:07,211 - yago11k_0.00003 - [INFO] - [E:21| 200]: Train Loss:0.0018627, Val MRR:0.10531, yago11k_0.00003 +2023-06-04 21:36:09,999 - yago11k_0.00003 - [INFO] - [E:21| 300]: Train Loss:0.0018617, Val MRR:0.10531, yago11k_0.00003 +2023-06-04 21:38:13,123 - yago11k_0.00003 - [INFO] - [E:21| 400]: Train Loss:0.0018609, Val MRR:0.10531, yago11k_0.00003 +2023-06-04 21:40:16,107 - yago11k_0.00003 - [INFO] - [E:21| 500]: Train Loss:0.0018628, Val MRR:0.10531, yago11k_0.00003 +2023-06-04 21:42:13,574 - yago11k_0.00003 - [INFO] - [E:21| 600]: Train Loss:0.001863, Val MRR:0.10531, yago11k_0.00003 +2023-06-04 21:42:13,574 - yago11k_0.00003 - [INFO] - [Epoch:21]: Training Loss:0.001863 + +2023-06-04 21:42:13,889 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 21:42:30,262 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 21:42:46,493 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.18825, Head : 0.02455, Avg : 0.1064 + +2023-06-04 21:42:47,799 - yago11k_0.00003 - [INFO] - [Epoch 21]: Training Loss: 0.001863, Valid MRR: 0.1064, + + + +2023-06-04 21:42:48,689 - yago11k_0.00003 - [INFO] - [E:22| 0]: Train Loss:0.001819, Val MRR:0.1064, yago11k_0.00003 +2023-06-04 21:44:14,878 - yago11k_0.00003 - [INFO] - [E:22| 100]: Train Loss:0.0018519, Val MRR:0.1064, yago11k_0.00003 +2023-06-04 21:46:08,466 - yago11k_0.00003 - [INFO] - [E:22| 200]: Train Loss:0.0018454, Val MRR:0.1064, yago11k_0.00003 +2023-06-04 21:48:11,790 - yago11k_0.00003 - [INFO] - [E:22| 300]: Train Loss:0.0018433, Val MRR:0.1064, yago11k_0.00003 +2023-06-04 21:50:15,241 - yago11k_0.00003 - [INFO] - [E:22| 400]: Train Loss:0.0018405, Val MRR:0.1064, yago11k_0.00003 +2023-06-04 21:52:18,538 - yago11k_0.00003 - [INFO] - [E:22| 500]: Train Loss:0.00184, Val MRR:0.1064, yago11k_0.00003 +2023-06-04 21:54:20,615 - yago11k_0.00003 - [INFO] - [E:22| 600]: Train Loss:0.0018382, Val MRR:0.1064, yago11k_0.00003 +2023-06-04 21:54:20,615 - yago11k_0.00003 - [INFO] - [Epoch:22]: Training Loss:0.001838 + +2023-06-04 21:54:21,078 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 21:54:45,708 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 21:55:09,774 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.18878, Head : 0.03076, Avg : 0.10977 + +2023-06-04 21:55:11,105 - yago11k_0.00003 - [INFO] - [Epoch 22]: Training Loss: 0.0018382, Valid MRR: 0.10977, + + + +2023-06-04 21:55:12,345 - yago11k_0.00003 - [INFO] - [E:23| 0]: Train Loss:0.0018549, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 21:57:15,345 - yago11k_0.00003 - [INFO] - [E:23| 100]: Train Loss:0.0018154, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 21:59:18,121 - yago11k_0.00003 - [INFO] - [E:23| 200]: Train Loss:0.001815, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:01:21,129 - yago11k_0.00003 - [INFO] - [E:23| 300]: Train Loss:0.0018131, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:03:23,977 - yago11k_0.00003 - [INFO] - [E:23| 400]: Train Loss:0.0018163, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:04:51,123 - yago11k_0.00003 - [INFO] - [E:23| 500]: Train Loss:0.0018139, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:06:23,267 - yago11k_0.00003 - [INFO] - [E:23| 600]: Train Loss:0.0018126, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:06:23,268 - yago11k_0.00003 - [INFO] - [Epoch:23]: Training Loss:0.001813 + +2023-06-04 22:06:23,790 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 22:06:48,395 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 22:07:12,441 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.18, Head : 0.03602, Avg : 0.10801 + +2023-06-04 22:07:12,442 - yago11k_0.00003 - [INFO] - [Epoch 23]: Training Loss: 0.0018126, Valid MRR: 0.10977, + + + +2023-06-04 22:07:13,701 - yago11k_0.00003 - [INFO] - [E:24| 0]: Train Loss:0.0018262, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:09:16,869 - yago11k_0.00003 - [INFO] - [E:24| 100]: Train Loss:0.0018016, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:11:19,950 - yago11k_0.00003 - [INFO] - [E:24| 200]: Train Loss:0.0017946, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:13:23,001 - yago11k_0.00003 - [INFO] - [E:24| 300]: Train Loss:0.0017923, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:15:25,947 - yago11k_0.00003 - [INFO] - [E:24| 400]: Train Loss:0.0017917, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:17:28,985 - yago11k_0.00003 - [INFO] - [E:24| 500]: Train Loss:0.0017908, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:19:31,427 - yago11k_0.00003 - [INFO] - [E:24| 600]: Train Loss:0.0017877, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:19:31,427 - yago11k_0.00003 - [INFO] - [Epoch:24]: Training Loss:0.001788 + +2023-06-04 22:19:31,852 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 22:19:56,357 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 22:20:20,552 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.17812, Head : 0.0392, Avg : 0.10866 + +2023-06-04 22:20:20,552 - yago11k_0.00003 - [INFO] - [Epoch 24]: Training Loss: 0.0017877, Valid MRR: 0.10977, + + + +2023-06-04 22:20:21,770 - yago11k_0.00003 - [INFO] - [E:25| 0]: Train Loss:0.0018176, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:22:24,913 - yago11k_0.00003 - [INFO] - [E:25| 100]: Train Loss:0.0017644, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:24:27,797 - yago11k_0.00003 - [INFO] - [E:25| 200]: Train Loss:0.0017726, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:26:01,361 - yago11k_0.00003 - [INFO] - [E:25| 300]: Train Loss:0.001769, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:27:28,137 - yago11k_0.00003 - [INFO] - [E:25| 400]: Train Loss:0.0017672, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:29:31,199 - yago11k_0.00003 - [INFO] - [E:25| 500]: Train Loss:0.0017617, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:31:33,335 - yago11k_0.00003 - [INFO] - [E:25| 600]: Train Loss:0.0017605, Val MRR:0.10977, yago11k_0.00003 +2023-06-04 22:31:33,336 - yago11k_0.00003 - [INFO] - [Epoch:25]: Training Loss:0.001761 + +2023-06-04 22:31:33,795 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 22:31:58,448 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 22:32:22,615 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.19042, Head : 0.04369, Avg : 0.11706 + +2023-06-04 22:32:24,049 - yago11k_0.00003 - [INFO] - [Epoch 25]: Training Loss: 0.0017605, Valid MRR: 0.11706, + + + +2023-06-04 22:32:25,276 - yago11k_0.00003 - [INFO] - [E:26| 0]: Train Loss:0.0016713, Val MRR:0.11706, yago11k_0.00003 +2023-06-04 22:34:28,632 - yago11k_0.00003 - [INFO] - [E:26| 100]: Train Loss:0.0017438, Val MRR:0.11706, yago11k_0.00003 +2023-06-04 22:36:32,000 - yago11k_0.00003 - [INFO] - [E:26| 200]: Train Loss:0.0017417, Val MRR:0.11706, yago11k_0.00003 +2023-06-04 22:38:35,483 - yago11k_0.00003 - [INFO] - [E:26| 300]: Train Loss:0.0017424, Val MRR:0.11706, yago11k_0.00003 +2023-06-04 22:40:38,909 - yago11k_0.00003 - [INFO] - [E:26| 400]: Train Loss:0.0017401, Val MRR:0.11706, yago11k_0.00003 +2023-06-04 22:42:42,572 - yago11k_0.00003 - [INFO] - [E:26| 500]: Train Loss:0.0017365, Val MRR:0.11706, yago11k_0.00003 +2023-06-04 22:44:45,228 - yago11k_0.00003 - [INFO] - [E:26| 600]: Train Loss:0.0017351, Val MRR:0.11706, yago11k_0.00003 +2023-06-04 22:44:45,229 - yago11k_0.00003 - [INFO] - [Epoch:26]: Training Loss:0.001735 + +2023-06-04 22:44:45,637 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 22:45:10,441 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 22:45:34,744 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.20449, Head : 0.0497, Avg : 0.12709 + +2023-06-04 22:45:35,901 - yago11k_0.00003 - [INFO] - [Epoch 26]: Training Loss: 0.0017351, Valid MRR: 0.12709, + + + +2023-06-04 22:45:37,142 - yago11k_0.00003 - [INFO] - [E:27| 0]: Train Loss:0.0017051, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 22:47:13,721 - yago11k_0.00003 - [INFO] - [E:27| 100]: Train Loss:0.0017154, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 22:48:40,287 - yago11k_0.00003 - [INFO] - [E:27| 200]: Train Loss:0.0017132, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 22:50:41,163 - yago11k_0.00003 - [INFO] - [E:27| 300]: Train Loss:0.0017163, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 22:52:44,502 - yago11k_0.00003 - [INFO] - [E:27| 400]: Train Loss:0.0017129, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 22:54:48,014 - yago11k_0.00003 - [INFO] - [E:27| 500]: Train Loss:0.0017112, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 22:56:50,546 - yago11k_0.00003 - [INFO] - [E:27| 600]: Train Loss:0.0017109, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 22:56:50,547 - yago11k_0.00003 - [INFO] - [Epoch:27]: Training Loss:0.001711 + +2023-06-04 22:56:50,984 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 22:57:15,545 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 22:57:39,947 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.19792, Head : 0.05361, Avg : 0.12577 + +2023-06-04 22:57:39,947 - yago11k_0.00003 - [INFO] - [Epoch 27]: Training Loss: 0.0017109, Valid MRR: 0.12709, + + + +2023-06-04 22:57:41,181 - yago11k_0.00003 - [INFO] - [E:28| 0]: Train Loss:0.0016293, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 22:59:44,614 - yago11k_0.00003 - [INFO] - [E:28| 100]: Train Loss:0.0016881, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 23:01:48,210 - yago11k_0.00003 - [INFO] - [E:28| 200]: Train Loss:0.0016874, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 23:03:51,667 - yago11k_0.00003 - [INFO] - [E:28| 300]: Train Loss:0.0016872, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 23:05:55,362 - yago11k_0.00003 - [INFO] - [E:28| 400]: Train Loss:0.0016894, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 23:07:50,049 - yago11k_0.00003 - [INFO] - [E:28| 500]: Train Loss:0.0016875, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 23:09:15,830 - yago11k_0.00003 - [INFO] - [E:28| 600]: Train Loss:0.001686, Val MRR:0.12709, yago11k_0.00003 +2023-06-04 23:09:15,831 - yago11k_0.00003 - [INFO] - [Epoch:28]: Training Loss:0.001686 + +2023-06-04 23:09:16,089 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 23:09:32,469 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 23:09:48,563 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.2142, Head : 0.06249, Avg : 0.13835 + +2023-06-04 23:09:49,788 - yago11k_0.00003 - [INFO] - [Epoch 28]: Training Loss: 0.001686, Valid MRR: 0.13835, + + + +2023-06-04 23:09:50,598 - yago11k_0.00003 - [INFO] - [E:29| 0]: Train Loss:0.0016233, Val MRR:0.13835, yago11k_0.00003 +2023-06-04 23:11:47,836 - yago11k_0.00003 - [INFO] - [E:29| 100]: Train Loss:0.0016722, Val MRR:0.13835, yago11k_0.00003 +2023-06-04 23:13:51,249 - yago11k_0.00003 - [INFO] - [E:29| 200]: Train Loss:0.0016688, Val MRR:0.13835, yago11k_0.00003 +2023-06-04 23:15:54,916 - yago11k_0.00003 - [INFO] - [E:29| 300]: Train Loss:0.0016656, Val MRR:0.13835, yago11k_0.00003 +2023-06-04 23:17:58,312 - yago11k_0.00003 - [INFO] - [E:29| 400]: Train Loss:0.0016651, Val MRR:0.13835, yago11k_0.00003 +2023-06-04 23:20:01,673 - yago11k_0.00003 - [INFO] - [E:29| 500]: Train Loss:0.001665, Val MRR:0.13835, yago11k_0.00003 +2023-06-04 23:22:04,530 - yago11k_0.00003 - [INFO] - [E:29| 600]: Train Loss:0.0016629, Val MRR:0.13835, yago11k_0.00003 +2023-06-04 23:22:04,530 - yago11k_0.00003 - [INFO] - [Epoch:29]: Training Loss:0.001663 + +2023-06-04 23:22:04,902 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 23:22:29,587 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 23:22:53,786 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.22043, Head : 0.07447, Avg : 0.14745 + MR: Tail : 206.62, Head : 653.85, Avg : 430.23 + Hit-1: Tail : 0.11864, Head : 0.02667, Avg : 0.07266 + Hit-3: Tail : 0.25299, Head : 0.06891, Avg : 0.16095 + Hit-10: Tail : 0.41901, Head : 0.16421, Avg : 0.29161 +2023-06-04 23:22:54,965 - yago11k_0.00003 - [INFO] - [Epoch 29]: Training Loss: 0.0016629, Valid MRR: 0.14745, + + + +2023-06-04 23:22:56,217 - yago11k_0.00003 - [INFO] - [E:30| 0]: Train Loss:0.0016335, Val MRR:0.14745, yago11k_0.00003 +2023-06-04 23:24:59,858 - yago11k_0.00003 - [INFO] - [E:30| 100]: Train Loss:0.0016397, Val MRR:0.14745, yago11k_0.00003 +2023-06-04 23:27:03,147 - yago11k_0.00003 - [INFO] - [E:30| 200]: Train Loss:0.0016463, Val MRR:0.14745, yago11k_0.00003 +2023-06-04 23:29:01,233 - yago11k_0.00003 - [INFO] - [E:30| 300]: Train Loss:0.0016457, Val MRR:0.14745, yago11k_0.00003 +2023-06-04 23:30:27,466 - yago11k_0.00003 - [INFO] - [E:30| 400]: Train Loss:0.001645, Val MRR:0.14745, yago11k_0.00003 +2023-06-04 23:32:06,828 - yago11k_0.00003 - [INFO] - [E:30| 500]: Train Loss:0.0016417, Val MRR:0.14745, yago11k_0.00003 +2023-06-04 23:34:09,525 - yago11k_0.00003 - [INFO] - [E:30| 600]: Train Loss:0.0016406, Val MRR:0.14745, yago11k_0.00003 +2023-06-04 23:34:09,525 - yago11k_0.00003 - [INFO] - [Epoch:30]: Training Loss:0.001641 + +2023-06-04 23:34:10,050 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 23:34:34,728 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 23:34:59,095 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.24147, Head : 0.08289, Avg : 0.16218 + +2023-06-04 23:35:00,287 - yago11k_0.00003 - [INFO] - [Epoch 30]: Training Loss: 0.0016406, Valid MRR: 0.16218, + + + +2023-06-04 23:35:01,544 - yago11k_0.00003 - [INFO] - [E:31| 0]: Train Loss:0.0017034, Val MRR:0.16218, yago11k_0.00003 +2023-06-04 23:37:04,838 - yago11k_0.00003 - [INFO] - [E:31| 100]: Train Loss:0.0016288, Val MRR:0.16218, yago11k_0.00003 +2023-06-04 23:39:08,389 - yago11k_0.00003 - [INFO] - [E:31| 200]: Train Loss:0.0016227, Val MRR:0.16218, yago11k_0.00003 +2023-06-04 23:41:12,050 - yago11k_0.00003 - [INFO] - [E:31| 300]: Train Loss:0.0016211, Val MRR:0.16218, yago11k_0.00003 +2023-06-04 23:43:15,612 - yago11k_0.00003 - [INFO] - [E:31| 400]: Train Loss:0.00162, Val MRR:0.16218, yago11k_0.00003 +2023-06-04 23:45:19,054 - yago11k_0.00003 - [INFO] - [E:31| 500]: Train Loss:0.0016193, Val MRR:0.16218, yago11k_0.00003 +2023-06-04 23:47:21,524 - yago11k_0.00003 - [INFO] - [E:31| 600]: Train Loss:0.0016183, Val MRR:0.16218, yago11k_0.00003 +2023-06-04 23:47:21,524 - yago11k_0.00003 - [INFO] - [Epoch:31]: Training Loss:0.001618 + +2023-06-04 23:47:22,038 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 23:47:46,716 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-04 23:48:11,086 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.24721, Head : 0.0963, Avg : 0.17175 + +2023-06-04 23:48:12,243 - yago11k_0.00003 - [INFO] - [Epoch 31]: Training Loss: 0.0016183, Valid MRR: 0.17175, + + + +2023-06-04 23:48:13,533 - yago11k_0.00003 - [INFO] - [E:32| 0]: Train Loss:0.0015903, Val MRR:0.17175, yago11k_0.00003 +2023-06-04 23:50:14,129 - yago11k_0.00003 - [INFO] - [E:32| 100]: Train Loss:0.0016033, Val MRR:0.17175, yago11k_0.00003 +2023-06-04 23:51:40,368 - yago11k_0.00003 - [INFO] - [E:32| 200]: Train Loss:0.0016056, Val MRR:0.17175, yago11k_0.00003 +2023-06-04 23:53:17,086 - yago11k_0.00003 - [INFO] - [E:32| 300]: Train Loss:0.001604, Val MRR:0.17175, yago11k_0.00003 +2023-06-04 23:55:20,854 - yago11k_0.00003 - [INFO] - [E:32| 400]: Train Loss:0.0016008, Val MRR:0.17175, yago11k_0.00003 +2023-06-04 23:57:24,344 - yago11k_0.00003 - [INFO] - [E:32| 500]: Train Loss:0.0015999, Val MRR:0.17175, yago11k_0.00003 +2023-06-04 23:59:27,042 - yago11k_0.00003 - [INFO] - [E:32| 600]: Train Loss:0.0015977, Val MRR:0.17175, yago11k_0.00003 +2023-06-04 23:59:27,043 - yago11k_0.00003 - [INFO] - [Epoch:32]: Training Loss:0.001598 + +2023-06-04 23:59:27,533 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-04 23:59:52,250 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 00:00:16,509 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.25964, Head : 0.10648, Avg : 0.18306 + +2023-06-05 00:00:17,692 - yago11k_0.00003 - [INFO] - [Epoch 32]: Training Loss: 0.0015977, Valid MRR: 0.18306, + + + +2023-06-05 00:00:18,888 - yago11k_0.00003 - [INFO] - [E:33| 0]: Train Loss:0.0016469, Val MRR:0.18306, yago11k_0.00003 +2023-06-05 00:02:22,430 - yago11k_0.00003 - [INFO] - [E:33| 100]: Train Loss:0.0015827, Val MRR:0.18306, yago11k_0.00003 +2023-06-05 00:04:25,861 - yago11k_0.00003 - [INFO] - [E:33| 200]: Train Loss:0.0015772, Val MRR:0.18306, yago11k_0.00003 +2023-06-05 00:06:29,413 - yago11k_0.00003 - [INFO] - [E:33| 300]: Train Loss:0.0015776, Val MRR:0.18306, yago11k_0.00003 +2023-06-05 00:08:33,015 - yago11k_0.00003 - [INFO] - [E:33| 400]: Train Loss:0.0015778, Val MRR:0.18306, yago11k_0.00003 +2023-06-05 00:10:36,635 - yago11k_0.00003 - [INFO] - [E:33| 500]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.00003 +2023-06-05 00:12:17,621 - yago11k_0.00003 - [INFO] - [E:33| 600]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.00003 +2023-06-05 00:12:17,622 - yago11k_0.00003 - [INFO] - [Epoch:33]: Training Loss:0.001578 + +2023-06-05 00:12:17,881 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 00:12:34,332 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 00:12:50,496 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.2859, Head : 0.11851, Avg : 0.2022 + +2023-06-05 00:12:51,709 - yago11k_0.00003 - [INFO] - [Epoch 33]: Training Loss: 0.0015784, Valid MRR: 0.2022, + + + +2023-06-05 00:12:52,517 - yago11k_0.00003 - [INFO] - [E:34| 0]: Train Loss:0.0015723, Val MRR:0.2022, yago11k_0.00003 +2023-06-05 00:14:25,944 - yago11k_0.00003 - [INFO] - [E:34| 100]: Train Loss:0.0015751, Val MRR:0.2022, yago11k_0.00003 +2023-06-05 00:16:29,489 - yago11k_0.00003 - [INFO] - [E:34| 200]: Train Loss:0.0015682, Val MRR:0.2022, yago11k_0.00003 +2023-06-05 00:18:32,954 - yago11k_0.00003 - [INFO] - [E:34| 300]: Train Loss:0.0015648, Val MRR:0.2022, yago11k_0.00003 +2023-06-05 00:20:36,250 - yago11k_0.00003 - [INFO] - [E:34| 400]: Train Loss:0.0015642, Val MRR:0.2022, yago11k_0.00003 +2023-06-05 00:22:39,721 - yago11k_0.00003 - [INFO] - [E:34| 500]: Train Loss:0.0015614, Val MRR:0.2022, yago11k_0.00003 +2023-06-05 00:24:42,328 - yago11k_0.00003 - [INFO] - [E:34| 600]: Train Loss:0.0015596, Val MRR:0.2022, yago11k_0.00003 +2023-06-05 00:24:42,329 - yago11k_0.00003 - [INFO] - [Epoch:34]: Training Loss:0.00156 + +2023-06-05 00:24:42,716 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 00:25:07,447 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 00:25:31,819 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.2822, Head : 0.12347, Avg : 0.20284 + +2023-06-05 00:25:33,093 - yago11k_0.00003 - [INFO] - [Epoch 34]: Training Loss: 0.0015596, Valid MRR: 0.20284, + + + +2023-06-05 00:25:34,183 - yago11k_0.00003 - [INFO] - [E:35| 0]: Train Loss:0.0016254, Val MRR:0.20284, yago11k_0.00003 +2023-06-05 00:27:37,409 - yago11k_0.00003 - [INFO] - [E:35| 100]: Train Loss:0.0015528, Val MRR:0.20284, yago11k_0.00003 +2023-06-05 00:29:40,870 - yago11k_0.00003 - [INFO] - [E:35| 200]: Train Loss:0.0015478, Val MRR:0.20284, yago11k_0.00003 +2023-06-05 00:31:42,986 - yago11k_0.00003 - [INFO] - [E:35| 300]: Train Loss:0.001545, Val MRR:0.20284, yago11k_0.00003 +2023-06-05 00:33:31,703 - yago11k_0.00003 - [INFO] - [E:35| 400]: Train Loss:0.0015443, Val MRR:0.20284, yago11k_0.00003 +2023-06-05 00:35:09,989 - yago11k_0.00003 - [INFO] - [E:35| 500]: Train Loss:0.0015426, Val MRR:0.20284, yago11k_0.00003 +2023-06-05 00:37:11,404 - yago11k_0.00003 - [INFO] - [E:35| 600]: Train Loss:0.0015413, Val MRR:0.20284, yago11k_0.00003 +2023-06-05 00:37:11,405 - yago11k_0.00003 - [INFO] - [Epoch:35]: Training Loss:0.001541 + +2023-06-05 00:37:11,827 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 00:37:36,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 00:38:00,209 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.28984, Head : 0.13855, Avg : 0.21419 + +2023-06-05 00:38:01,415 - yago11k_0.00003 - [INFO] - [Epoch 35]: Training Loss: 0.0015413, Valid MRR: 0.21419, + + + +2023-06-05 00:38:02,520 - yago11k_0.00003 - [INFO] - [E:36| 0]: Train Loss:0.0015247, Val MRR:0.21419, yago11k_0.00003 +2023-06-05 00:40:04,849 - yago11k_0.00003 - [INFO] - [E:36| 100]: Train Loss:0.0015275, Val MRR:0.21419, yago11k_0.00003 +2023-06-05 00:42:07,114 - yago11k_0.00003 - [INFO] - [E:36| 200]: Train Loss:0.0015288, Val MRR:0.21419, yago11k_0.00003 +2023-06-05 00:44:09,260 - yago11k_0.00003 - [INFO] - [E:36| 300]: Train Loss:0.0015283, Val MRR:0.21419, yago11k_0.00003 +2023-06-05 00:46:11,686 - yago11k_0.00003 - [INFO] - [E:36| 400]: Train Loss:0.0015266, Val MRR:0.21419, yago11k_0.00003 +2023-06-05 00:48:13,907 - yago11k_0.00003 - [INFO] - [E:36| 500]: Train Loss:0.0015277, Val MRR:0.21419, yago11k_0.00003 +2023-06-05 00:50:15,245 - yago11k_0.00003 - [INFO] - [E:36| 600]: Train Loss:0.0015261, Val MRR:0.21419, yago11k_0.00003 +2023-06-05 00:50:15,246 - yago11k_0.00003 - [INFO] - [Epoch:36]: Training Loss:0.001526 + +2023-06-05 00:50:15,679 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 00:50:40,039 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 00:51:03,987 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.29453, Head : 0.13671, Avg : 0.21562 + +2023-06-05 00:51:05,276 - yago11k_0.00003 - [INFO] - [Epoch 36]: Training Loss: 0.0015261, Valid MRR: 0.21562, + + + +2023-06-05 00:51:06,380 - yago11k_0.00003 - [INFO] - [E:37| 0]: Train Loss:0.0014882, Val MRR:0.21562, yago11k_0.00003 +2023-06-05 00:53:08,681 - yago11k_0.00003 - [INFO] - [E:37| 100]: Train Loss:0.0015124, Val MRR:0.21562, yago11k_0.00003 +2023-06-05 00:54:53,076 - yago11k_0.00003 - [INFO] - [E:37| 200]: Train Loss:0.0015139, Val MRR:0.21562, yago11k_0.00003 +2023-06-05 00:56:38,498 - yago11k_0.00003 - [INFO] - [E:37| 300]: Train Loss:0.0015134, Val MRR:0.21562, yago11k_0.00003 +2023-06-05 00:58:40,564 - yago11k_0.00003 - [INFO] - [E:37| 400]: Train Loss:0.001513, Val MRR:0.21562, yago11k_0.00003 +2023-06-05 01:00:42,821 - yago11k_0.00003 - [INFO] - [E:37| 500]: Train Loss:0.0015127, Val MRR:0.21562, yago11k_0.00003 +2023-06-05 01:02:44,450 - yago11k_0.00003 - [INFO] - [E:37| 600]: Train Loss:0.0015098, Val MRR:0.21562, yago11k_0.00003 +2023-06-05 01:02:44,450 - yago11k_0.00003 - [INFO] - [Epoch:37]: Training Loss:0.00151 + +2023-06-05 01:02:44,971 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 01:03:09,287 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 01:03:33,213 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.2957, Head : 0.1454, Avg : 0.22055 + +2023-06-05 01:03:34,356 - yago11k_0.00003 - [INFO] - [Epoch 37]: Training Loss: 0.0015098, Valid MRR: 0.22055, + + + +2023-06-05 01:03:35,575 - yago11k_0.00003 - [INFO] - [E:38| 0]: Train Loss:0.0014486, Val MRR:0.22055, yago11k_0.00003 +2023-06-05 01:05:37,890 - yago11k_0.00003 - [INFO] - [E:38| 100]: Train Loss:0.0015016, Val MRR:0.22055, yago11k_0.00003 +2023-06-05 01:07:40,391 - yago11k_0.00003 - [INFO] - [E:38| 200]: Train Loss:0.0014999, Val MRR:0.22055, yago11k_0.00003 +2023-06-05 01:09:42,847 - yago11k_0.00003 - [INFO] - [E:38| 300]: Train Loss:0.0014988, Val MRR:0.22055, yago11k_0.00003 +2023-06-05 01:11:45,287 - yago11k_0.00003 - [INFO] - [E:38| 400]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.00003 +2023-06-05 01:13:47,780 - yago11k_0.00003 - [INFO] - [E:38| 500]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.00003 +2023-06-05 01:15:35,961 - yago11k_0.00003 - [INFO] - [E:38| 600]: Train Loss:0.0014958, Val MRR:0.22055, yago11k_0.00003 +2023-06-05 01:15:35,961 - yago11k_0.00003 - [INFO] - [Epoch:38]: Training Loss:0.001496 + +2023-06-05 01:15:36,254 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 01:15:54,513 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 01:16:12,322 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.31033, Head : 0.15121, Avg : 0.23077 + +2023-06-05 01:16:13,811 - yago11k_0.00003 - [INFO] - [Epoch 38]: Training Loss: 0.0014958, Valid MRR: 0.23077, + + + +2023-06-05 01:16:14,785 - yago11k_0.00003 - [INFO] - [E:39| 0]: Train Loss:0.0014858, Val MRR:0.23077, yago11k_0.00003 +2023-06-05 01:18:05,557 - yago11k_0.00003 - [INFO] - [E:39| 100]: Train Loss:0.0014827, Val MRR:0.23077, yago11k_0.00003 +2023-06-05 01:20:08,515 - yago11k_0.00003 - [INFO] - [E:39| 200]: Train Loss:0.0014836, Val MRR:0.23077, yago11k_0.00003 +2023-06-05 01:22:11,774 - yago11k_0.00003 - [INFO] - [E:39| 300]: Train Loss:0.0014839, Val MRR:0.23077, yago11k_0.00003 +2023-06-05 01:24:14,959 - yago11k_0.00003 - [INFO] - [E:39| 400]: Train Loss:0.0014832, Val MRR:0.23077, yago11k_0.00003 +2023-06-05 01:26:18,176 - yago11k_0.00003 - [INFO] - [E:39| 500]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.00003 +2023-06-05 01:28:20,545 - yago11k_0.00003 - [INFO] - [E:39| 600]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.00003 +2023-06-05 01:28:20,546 - yago11k_0.00003 - [INFO] - [Epoch:39]: Training Loss:0.001481 + +2023-06-05 01:28:20,957 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 01:28:45,656 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 01:29:09,786 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.32739, Head : 0.16107, Avg : 0.24423 + MR: Tail : 249.29, Head : 614.69, Avg : 431.99 + Hit-1: Tail : 0.2252, Head : 0.10864, Avg : 0.16692 + Hit-3: Tail : 0.36955, Head : 0.16477, Avg : 0.26716 + Hit-10: Tail : 0.53543, Head : 0.26216, Avg : 0.39879 +2023-06-05 01:29:11,179 - yago11k_0.00003 - [INFO] - [Epoch 39]: Training Loss: 0.0014814, Valid MRR: 0.24423, + + + +2023-06-05 01:29:12,407 - yago11k_0.00003 - [INFO] - [E:40| 0]: Train Loss:0.0014528, Val MRR:0.24423, yago11k_0.00003 +2023-06-05 01:31:15,502 - yago11k_0.00003 - [INFO] - [E:40| 100]: Train Loss:0.0014586, Val MRR:0.24423, yago11k_0.00003 +2023-06-05 01:33:18,987 - yago11k_0.00003 - [INFO] - [E:40| 200]: Train Loss:0.0014642, Val MRR:0.24423, yago11k_0.00003 +2023-06-05 01:35:22,074 - yago11k_0.00003 - [INFO] - [E:40| 300]: Train Loss:0.001468, Val MRR:0.24423, yago11k_0.00003 +2023-06-05 01:36:54,407 - yago11k_0.00003 - [INFO] - [E:40| 400]: Train Loss:0.0014681, Val MRR:0.24423, yago11k_0.00003 +2023-06-05 01:38:23,588 - yago11k_0.00003 - [INFO] - [E:40| 500]: Train Loss:0.0014691, Val MRR:0.24423, yago11k_0.00003 +2023-06-05 01:40:25,941 - yago11k_0.00003 - [INFO] - [E:40| 600]: Train Loss:0.001469, Val MRR:0.24423, yago11k_0.00003 +2023-06-05 01:40:25,941 - yago11k_0.00003 - [INFO] - [Epoch:40]: Training Loss:0.001469 + +2023-06-05 01:40:26,336 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 01:40:50,886 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 01:41:15,248 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.33048, Head : 0.16469, Avg : 0.24759 + +2023-06-05 01:41:16,603 - yago11k_0.00003 - [INFO] - [Epoch 40]: Training Loss: 0.001469, Valid MRR: 0.24759, + + + +2023-06-05 01:41:17,868 - yago11k_0.00003 - [INFO] - [E:41| 0]: Train Loss:0.0013983, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:43:21,132 - yago11k_0.00003 - [INFO] - [E:41| 100]: Train Loss:0.0014626, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:45:24,189 - yago11k_0.00003 - [INFO] - [E:41| 200]: Train Loss:0.0014596, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:47:27,257 - yago11k_0.00003 - [INFO] - [E:41| 300]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:49:30,328 - yago11k_0.00003 - [INFO] - [E:41| 400]: Train Loss:0.0014583, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:51:33,651 - yago11k_0.00003 - [INFO] - [E:41| 500]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:53:36,164 - yago11k_0.00003 - [INFO] - [E:41| 600]: Train Loss:0.0014571, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:53:36,164 - yago11k_0.00003 - [INFO] - [Epoch:41]: Training Loss:0.001457 + +2023-06-05 01:53:36,557 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 01:54:01,128 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 01:54:25,367 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.32566, Head : 0.1693, Avg : 0.24748 + +2023-06-05 01:54:25,368 - yago11k_0.00003 - [INFO] - [Epoch 41]: Training Loss: 0.0014571, Valid MRR: 0.24759, + + + +2023-06-05 01:54:26,640 - yago11k_0.00003 - [INFO] - [E:42| 0]: Train Loss:0.001499, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:56:29,998 - yago11k_0.00003 - [INFO] - [E:42| 100]: Train Loss:0.0014562, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:58:06,345 - yago11k_0.00003 - [INFO] - [E:42| 200]: Train Loss:0.00145, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 01:59:32,786 - yago11k_0.00003 - [INFO] - [E:42| 300]: Train Loss:0.0014506, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 02:01:34,845 - yago11k_0.00003 - [INFO] - [E:42| 400]: Train Loss:0.0014479, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 02:03:38,245 - yago11k_0.00003 - [INFO] - [E:42| 500]: Train Loss:0.0014475, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 02:05:40,697 - yago11k_0.00003 - [INFO] - [E:42| 600]: Train Loss:0.0014463, Val MRR:0.24759, yago11k_0.00003 +2023-06-05 02:05:40,698 - yago11k_0.00003 - [INFO] - [Epoch:42]: Training Loss:0.001446 + +2023-06-05 02:05:41,181 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 02:06:05,816 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 02:06:30,128 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.32798, Head : 0.17264, Avg : 0.25031 + +2023-06-05 02:06:31,694 - yago11k_0.00003 - [INFO] - [Epoch 42]: Training Loss: 0.0014463, Valid MRR: 0.25031, + + + +2023-06-05 02:06:32,812 - yago11k_0.00003 - [INFO] - [E:43| 0]: Train Loss:0.0014214, Val MRR:0.25031, yago11k_0.00003 +2023-06-05 02:08:36,145 - yago11k_0.00003 - [INFO] - [E:43| 100]: Train Loss:0.0014362, Val MRR:0.25031, yago11k_0.00003 +2023-06-05 02:10:39,420 - yago11k_0.00003 - [INFO] - [E:43| 200]: Train Loss:0.0014385, Val MRR:0.25031, yago11k_0.00003 +2023-06-05 02:12:42,573 - yago11k_0.00003 - [INFO] - [E:43| 300]: Train Loss:0.0014367, Val MRR:0.25031, yago11k_0.00003 +2023-06-05 02:14:46,013 - yago11k_0.00003 - [INFO] - [E:43| 400]: Train Loss:0.0014358, Val MRR:0.25031, yago11k_0.00003 +2023-06-05 02:16:49,348 - yago11k_0.00003 - [INFO] - [E:43| 500]: Train Loss:0.0014346, Val MRR:0.25031, yago11k_0.00003 +2023-06-05 02:18:42,786 - yago11k_0.00003 - [INFO] - [E:43| 600]: Train Loss:0.0014347, Val MRR:0.25031, yago11k_0.00003 +2023-06-05 02:18:42,786 - yago11k_0.00003 - [INFO] - [Epoch:43]: Training Loss:0.001435 + +2023-06-05 02:18:43,122 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 02:18:59,643 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 02:19:15,950 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.33572, Head : 0.17928, Avg : 0.2575 + +2023-06-05 02:19:17,466 - yago11k_0.00003 - [INFO] - [Epoch 43]: Training Loss: 0.0014347, Valid MRR: 0.2575, + + + +2023-06-05 02:19:18,325 - yago11k_0.00003 - [INFO] - [E:44| 0]: Train Loss:0.0013915, Val MRR:0.2575, yago11k_0.00003 +2023-06-05 02:20:45,017 - yago11k_0.00003 - [INFO] - [E:44| 100]: Train Loss:0.0014281, Val MRR:0.2575, yago11k_0.00003 +2023-06-05 02:22:43,847 - yago11k_0.00003 - [INFO] - [E:44| 200]: Train Loss:0.0014276, Val MRR:0.2575, yago11k_0.00003 +2023-06-05 02:24:47,192 - yago11k_0.00003 - [INFO] - [E:44| 300]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.00003 +2023-06-05 02:26:50,480 - yago11k_0.00003 - [INFO] - [E:44| 400]: Train Loss:0.001426, Val MRR:0.2575, yago11k_0.00003 +2023-06-05 02:28:53,686 - yago11k_0.00003 - [INFO] - [E:44| 500]: Train Loss:0.0014256, Val MRR:0.2575, yago11k_0.00003 +2023-06-05 02:30:55,974 - yago11k_0.00003 - [INFO] - [E:44| 600]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.00003 +2023-06-05 02:30:55,975 - yago11k_0.00003 - [INFO] - [Epoch:44]: Training Loss:0.001425 + +2023-06-05 02:30:56,379 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 02:31:21,003 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 02:31:45,335 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.33245, Head : 0.18303, Avg : 0.25774 + +2023-06-05 02:31:46,571 - yago11k_0.00003 - [INFO] - [Epoch 44]: Training Loss: 0.0014254, Valid MRR: 0.25774, + + + +2023-06-05 02:31:47,637 - yago11k_0.00003 - [INFO] - [E:45| 0]: Train Loss:0.0013914, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 02:33:50,884 - yago11k_0.00003 - [INFO] - [E:45| 100]: Train Loss:0.0014194, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 02:35:54,219 - yago11k_0.00003 - [INFO] - [E:45| 200]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 02:37:53,780 - yago11k_0.00003 - [INFO] - [E:45| 300]: Train Loss:0.0014172, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 05:09:59,235 - yago11k_0.00003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.00003', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': True, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-05 05:10:05,370 - yago11k_0.00003 - [INFO] - Successfully Loaded previous model +2023-06-05 05:10:09,326 - yago11k_0.00003 - [INFO] - [E:0| 0]: Train Loss:0.0013871, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 05:11:12,498 - yago11k_0.00003 - [INFO] - [E:0| 100]: Train Loss:0.0014188, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 05:12:15,618 - yago11k_0.00003 - [INFO] - [E:0| 200]: Train Loss:0.0014171, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 05:13:18,848 - yago11k_0.00003 - [INFO] - [E:0| 300]: Train Loss:0.0014167, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 05:14:22,429 - yago11k_0.00003 - [INFO] - [E:0| 400]: Train Loss:0.0014162, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 05:15:26,124 - yago11k_0.00003 - [INFO] - [E:0| 500]: Train Loss:0.0014148, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 05:16:29,523 - yago11k_0.00003 - [INFO] - [E:0| 600]: Train Loss:0.0014157, Val MRR:0.25774, yago11k_0.00003 +2023-06-05 05:16:29,523 - yago11k_0.00003 - [INFO] - [Epoch:0]: Training Loss:0.001416 + +2023-06-05 05:16:29,737 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 05:16:41,820 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 05:16:53,763 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.35053, Head : 0.1839, Avg : 0.26721 + +2023-06-05 05:16:54,956 - yago11k_0.00003 - [INFO] - [Epoch 0]: Training Loss: 0.0014157, Valid MRR: 0.26721, + + + +2023-06-05 05:16:55,602 - yago11k_0.00003 - [INFO] - [E:1| 0]: Train Loss:0.0014026, Val MRR:0.26721, yago11k_0.00003 +2023-06-05 05:17:59,476 - yago11k_0.00003 - [INFO] - [E:1| 100]: Train Loss:0.0014095, Val MRR:0.26721, yago11k_0.00003 +2023-06-05 05:19:03,411 - yago11k_0.00003 - [INFO] - [E:1| 200]: Train Loss:0.001408, Val MRR:0.26721, yago11k_0.00003 +2023-06-05 05:20:07,299 - yago11k_0.00003 - [INFO] - [E:1| 300]: Train Loss:0.0014093, Val MRR:0.26721, yago11k_0.00003 +2023-06-05 05:21:11,163 - yago11k_0.00003 - [INFO] - [E:1| 400]: Train Loss:0.0014091, Val MRR:0.26721, yago11k_0.00003 +2023-06-05 05:22:15,073 - yago11k_0.00003 - [INFO] - [E:1| 500]: Train Loss:0.0014073, Val MRR:0.26721, yago11k_0.00003 +2023-06-05 05:23:18,664 - yago11k_0.00003 - [INFO] - [E:1| 600]: Train Loss:0.0014068, Val MRR:0.26721, yago11k_0.00003 +2023-06-05 05:23:18,665 - yago11k_0.00003 - [INFO] - [Epoch:1]: Training Loss:0.001407 + +2023-06-05 05:23:18,884 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 05:23:31,002 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 05:23:42,981 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.34692, Head : 0.188, Avg : 0.26746 + +2023-06-05 05:23:44,176 - yago11k_0.00003 - [INFO] - [Epoch 1]: Training Loss: 0.0014068, Valid MRR: 0.26746, + + + +2023-06-05 05:23:44,826 - yago11k_0.00003 - [INFO] - [E:2| 0]: Train Loss:0.0014106, Val MRR:0.26746, yago11k_0.00003 +2023-06-05 05:24:48,763 - yago11k_0.00003 - [INFO] - [E:2| 100]: Train Loss:0.0013942, Val MRR:0.26746, yago11k_0.00003 +2023-06-05 05:25:52,796 - yago11k_0.00003 - [INFO] - [E:2| 200]: Train Loss:0.0013964, Val MRR:0.26746, yago11k_0.00003 +2023-06-05 05:26:56,784 - yago11k_0.00003 - [INFO] - [E:2| 300]: Train Loss:0.0014, Val MRR:0.26746, yago11k_0.00003 +2023-06-05 05:28:01,202 - yago11k_0.00003 - [INFO] - [E:2| 400]: Train Loss:0.0013983, Val MRR:0.26746, yago11k_0.00003 +2023-06-05 05:29:05,281 - yago11k_0.00003 - [INFO] - [E:2| 500]: Train Loss:0.0013991, Val MRR:0.26746, yago11k_0.00003 +2023-06-05 05:30:08,611 - yago11k_0.00003 - [INFO] - [E:2| 600]: Train Loss:0.0013987, Val MRR:0.26746, yago11k_0.00003 +2023-06-05 05:30:08,611 - yago11k_0.00003 - [INFO] - [Epoch:2]: Training Loss:0.001399 + +2023-06-05 05:30:08,827 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 05:30:20,907 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 05:30:32,843 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.35227, Head : 0.19043, Avg : 0.27135 + +2023-06-05 05:30:34,005 - yago11k_0.00003 - [INFO] - [Epoch 2]: Training Loss: 0.0013987, Valid MRR: 0.27135, + + + +2023-06-05 05:30:34,651 - yago11k_0.00003 - [INFO] - [E:3| 0]: Train Loss:0.0014066, Val MRR:0.27135, yago11k_0.00003 +2023-06-05 05:31:38,439 - yago11k_0.00003 - [INFO] - [E:3| 100]: Train Loss:0.0013879, Val MRR:0.27135, yago11k_0.00003 +2023-06-05 05:32:42,378 - yago11k_0.00003 - [INFO] - [E:3| 200]: Train Loss:0.0013891, Val MRR:0.27135, yago11k_0.00003 +2023-06-05 05:33:46,347 - yago11k_0.00003 - [INFO] - [E:3| 300]: Train Loss:0.0013915, Val MRR:0.27135, yago11k_0.00003 +2023-06-05 05:34:50,307 - yago11k_0.00003 - [INFO] - [E:3| 400]: Train Loss:0.001391, Val MRR:0.27135, yago11k_0.00003 +2023-06-05 05:35:54,212 - yago11k_0.00003 - [INFO] - [E:3| 500]: Train Loss:0.0013903, Val MRR:0.27135, yago11k_0.00003 +2023-06-05 05:36:57,738 - yago11k_0.00003 - [INFO] - [E:3| 600]: Train Loss:0.0013907, Val MRR:0.27135, yago11k_0.00003 +2023-06-05 05:36:57,739 - yago11k_0.00003 - [INFO] - [Epoch:3]: Training Loss:0.001391 + +2023-06-05 05:36:57,959 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 05:37:10,073 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 05:37:22,042 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.36871, Head : 0.19137, Avg : 0.28004 + +2023-06-05 05:37:23,418 - yago11k_0.00003 - [INFO] - [Epoch 3]: Training Loss: 0.0013907, Valid MRR: 0.28004, + + + +2023-06-05 05:37:24,073 - yago11k_0.00003 - [INFO] - [E:4| 0]: Train Loss:0.0014019, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:38:28,039 - yago11k_0.00003 - [INFO] - [E:4| 100]: Train Loss:0.0013854, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:39:31,911 - yago11k_0.00003 - [INFO] - [E:4| 200]: Train Loss:0.0013805, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:40:35,881 - yago11k_0.00003 - [INFO] - [E:4| 300]: Train Loss:0.0013816, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:41:39,664 - yago11k_0.00003 - [INFO] - [E:4| 400]: Train Loss:0.0013821, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:42:43,432 - yago11k_0.00003 - [INFO] - [E:4| 500]: Train Loss:0.0013817, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:43:46,733 - yago11k_0.00003 - [INFO] - [E:4| 600]: Train Loss:0.001383, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:43:46,734 - yago11k_0.00003 - [INFO] - [Epoch:4]: Training Loss:0.001383 + +2023-06-05 05:43:46,951 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 05:43:58,983 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 05:44:10,881 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.36414, Head : 0.19472, Avg : 0.27943 + +2023-06-05 05:44:10,881 - yago11k_0.00003 - [INFO] - [Epoch 4]: Training Loss: 0.001383, Valid MRR: 0.28004, + + + +2023-06-05 05:44:11,521 - yago11k_0.00003 - [INFO] - [E:5| 0]: Train Loss:0.0013303, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:45:15,325 - yago11k_0.00003 - [INFO] - [E:5| 100]: Train Loss:0.001378, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:46:19,278 - yago11k_0.00003 - [INFO] - [E:5| 200]: Train Loss:0.0013753, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:47:23,158 - yago11k_0.00003 - [INFO] - [E:5| 300]: Train Loss:0.0013772, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:48:27,082 - yago11k_0.00003 - [INFO] - [E:5| 400]: Train Loss:0.0013782, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:49:31,063 - yago11k_0.00003 - [INFO] - [E:5| 500]: Train Loss:0.001377, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:50:34,575 - yago11k_0.00003 - [INFO] - [E:5| 600]: Train Loss:0.0013756, Val MRR:0.28004, yago11k_0.00003 +2023-06-05 05:50:34,575 - yago11k_0.00003 - [INFO] - [Epoch:5]: Training Loss:0.001376 + +2023-06-05 05:50:34,790 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 05:50:46,897 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 05:50:58,861 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.36734, Head : 0.19809, Avg : 0.28272 + +2023-06-05 05:50:59,977 - yago11k_0.00003 - [INFO] - [Epoch 5]: Training Loss: 0.0013756, Valid MRR: 0.28272, + + + +2023-06-05 05:51:00,638 - yago11k_0.00003 - [INFO] - [E:6| 0]: Train Loss:0.0013754, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 05:52:04,550 - yago11k_0.00003 - [INFO] - [E:6| 100]: Train Loss:0.0013635, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 05:53:08,587 - yago11k_0.00003 - [INFO] - [E:6| 200]: Train Loss:0.0013642, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 05:54:12,606 - yago11k_0.00003 - [INFO] - [E:6| 300]: Train Loss:0.0013663, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 05:55:16,630 - yago11k_0.00003 - [INFO] - [E:6| 400]: Train Loss:0.0013679, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 05:56:20,697 - yago11k_0.00003 - [INFO] - [E:6| 500]: Train Loss:0.001369, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 05:57:24,254 - yago11k_0.00003 - [INFO] - [E:6| 600]: Train Loss:0.0013693, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 05:57:24,254 - yago11k_0.00003 - [INFO] - [Epoch:6]: Training Loss:0.001369 + +2023-06-05 05:57:24,474 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 05:57:36,586 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 05:57:48,538 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.35976, Head : 0.19804, Avg : 0.2789 + +2023-06-05 05:57:48,538 - yago11k_0.00003 - [INFO] - [Epoch 6]: Training Loss: 0.0013693, Valid MRR: 0.28272, + + + +2023-06-05 05:57:49,207 - yago11k_0.00003 - [INFO] - [E:7| 0]: Train Loss:0.0013633, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 05:58:53,116 - yago11k_0.00003 - [INFO] - [E:7| 100]: Train Loss:0.0013605, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 05:59:57,049 - yago11k_0.00003 - [INFO] - [E:7| 200]: Train Loss:0.0013593, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:01:01,084 - yago11k_0.00003 - [INFO] - [E:7| 300]: Train Loss:0.0013609, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:02:05,191 - yago11k_0.00003 - [INFO] - [E:7| 400]: Train Loss:0.0013627, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:03:09,363 - yago11k_0.00003 - [INFO] - [E:7| 500]: Train Loss:0.0013636, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:04:13,087 - yago11k_0.00003 - [INFO] - [E:7| 600]: Train Loss:0.001363, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:04:13,087 - yago11k_0.00003 - [INFO] - [Epoch:7]: Training Loss:0.001363 + +2023-06-05 06:04:13,306 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 06:04:25,438 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 06:04:37,411 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.36315, Head : 0.20043, Avg : 0.28179 + +2023-06-05 06:04:37,412 - yago11k_0.00003 - [INFO] - [Epoch 7]: Training Loss: 0.001363, Valid MRR: 0.28272, + + + +2023-06-05 06:04:38,072 - yago11k_0.00003 - [INFO] - [E:8| 0]: Train Loss:0.0013376, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:05:42,275 - yago11k_0.00003 - [INFO] - [E:8| 100]: Train Loss:0.0013536, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:06:46,408 - yago11k_0.00003 - [INFO] - [E:8| 200]: Train Loss:0.0013579, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:07:50,564 - yago11k_0.00003 - [INFO] - [E:8| 300]: Train Loss:0.0013571, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:08:54,729 - yago11k_0.00003 - [INFO] - [E:8| 400]: Train Loss:0.0013563, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:09:58,945 - yago11k_0.00003 - [INFO] - [E:8| 500]: Train Loss:0.0013569, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:11:02,754 - yago11k_0.00003 - [INFO] - [E:8| 600]: Train Loss:0.0013567, Val MRR:0.28272, yago11k_0.00003 +2023-06-05 06:11:02,755 - yago11k_0.00003 - [INFO] - [Epoch:8]: Training Loss:0.001357 + +2023-06-05 06:11:02,975 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 06:11:15,105 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 06:11:27,121 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.3687, Head : 0.20016, Avg : 0.28443 + +2023-06-05 06:11:28,495 - yago11k_0.00003 - [INFO] - [Epoch 8]: Training Loss: 0.0013567, Valid MRR: 0.28443, + + + +2023-06-05 06:11:29,143 - yago11k_0.00003 - [INFO] - [E:9| 0]: Train Loss:0.0013182, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:12:33,359 - yago11k_0.00003 - [INFO] - [E:9| 100]: Train Loss:0.0013551, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:13:37,675 - yago11k_0.00003 - [INFO] - [E:9| 200]: Train Loss:0.0013508, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:14:42,265 - yago11k_0.00003 - [INFO] - [E:9| 300]: Train Loss:0.0013508, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:15:46,467 - yago11k_0.00003 - [INFO] - [E:9| 400]: Train Loss:0.0013514, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:16:50,577 - yago11k_0.00003 - [INFO] - [E:9| 500]: Train Loss:0.0013509, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:17:54,330 - yago11k_0.00003 - [INFO] - [E:9| 600]: Train Loss:0.0013507, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:17:54,330 - yago11k_0.00003 - [INFO] - [Epoch:9]: Training Loss:0.001351 + +2023-06-05 06:17:54,546 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 06:18:06,688 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 06:18:18,670 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.36509, Head : 0.20286, Avg : 0.28397 + MR: Tail : 293.35, Head : 624.54, Avg : 458.95 + Hit-1: Tail : 0.2623, Head : 0.15643, Avg : 0.20936 + Hit-3: Tail : 0.42164, Head : 0.19644, Avg : 0.30904 + Hit-10: Tail : 0.55738, Head : 0.28994, Avg : 0.42366 +2023-06-05 06:18:18,670 - yago11k_0.00003 - [INFO] - [Epoch 9]: Training Loss: 0.0013507, Valid MRR: 0.28443, + + + +2023-06-05 06:18:19,316 - yago11k_0.00003 - [INFO] - [E:10| 0]: Train Loss:0.0012904, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:19:23,519 - yago11k_0.00003 - [INFO] - [E:10| 100]: Train Loss:0.0013413, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:20:27,769 - yago11k_0.00003 - [INFO] - [E:10| 200]: Train Loss:0.0013429, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:21:31,941 - yago11k_0.00003 - [INFO] - [E:10| 300]: Train Loss:0.0013425, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:22:36,116 - yago11k_0.00003 - [INFO] - [E:10| 400]: Train Loss:0.0013432, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:23:40,315 - yago11k_0.00003 - [INFO] - [E:10| 500]: Train Loss:0.0013444, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:24:44,100 - yago11k_0.00003 - [INFO] - [E:10| 600]: Train Loss:0.0013453, Val MRR:0.28443, yago11k_0.00003 +2023-06-05 06:24:44,101 - yago11k_0.00003 - [INFO] - [Epoch:10]: Training Loss:0.001345 + +2023-06-05 06:24:44,316 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 06:24:56,466 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 06:25:08,452 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.36844, Head : 0.20339, Avg : 0.28592 + +2023-06-05 06:25:09,623 - yago11k_0.00003 - [INFO] - [Epoch 10]: Training Loss: 0.0013453, Valid MRR: 0.28592, + + + +2023-06-05 06:25:10,276 - yago11k_0.00003 - [INFO] - [E:11| 0]: Train Loss:0.0013578, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:26:14,529 - yago11k_0.00003 - [INFO] - [E:11| 100]: Train Loss:0.0013348, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:27:18,774 - yago11k_0.00003 - [INFO] - [E:11| 200]: Train Loss:0.0013378, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:28:22,944 - yago11k_0.00003 - [INFO] - [E:11| 300]: Train Loss:0.0013394, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:29:27,652 - yago11k_0.00003 - [INFO] - [E:11| 400]: Train Loss:0.0013396, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:30:31,990 - yago11k_0.00003 - [INFO] - [E:11| 500]: Train Loss:0.0013394, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:31:35,627 - yago11k_0.00003 - [INFO] - [E:11| 600]: Train Loss:0.0013399, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:31:35,627 - yago11k_0.00003 - [INFO] - [Epoch:11]: Training Loss:0.00134 + +2023-06-05 06:31:35,848 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 06:31:48,001 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 06:31:59,979 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.36537, Head : 0.20547, Avg : 0.28542 + +2023-06-05 06:31:59,979 - yago11k_0.00003 - [INFO] - [Epoch 11]: Training Loss: 0.0013399, Valid MRR: 0.28592, + + + +2023-06-05 06:32:00,631 - yago11k_0.00003 - [INFO] - [E:12| 0]: Train Loss:0.001321, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:33:04,797 - yago11k_0.00003 - [INFO] - [E:12| 100]: Train Loss:0.0013387, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:34:09,018 - yago11k_0.00003 - [INFO] - [E:12| 200]: Train Loss:0.0013385, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:35:13,194 - yago11k_0.00003 - [INFO] - [E:12| 300]: Train Loss:0.0013383, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:36:17,474 - yago11k_0.00003 - [INFO] - [E:12| 400]: Train Loss:0.001337, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:37:21,619 - yago11k_0.00003 - [INFO] - [E:12| 500]: Train Loss:0.0013356, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:38:25,446 - yago11k_0.00003 - [INFO] - [E:12| 600]: Train Loss:0.0013348, Val MRR:0.28592, yago11k_0.00003 +2023-06-05 06:38:25,446 - yago11k_0.00003 - [INFO] - [Epoch:12]: Training Loss:0.001335 + +2023-06-05 06:38:25,663 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 06:38:37,829 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 06:38:49,825 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.37431, Head : 0.2086, Avg : 0.29146 + +2023-06-05 06:38:50,972 - yago11k_0.00003 - [INFO] - [Epoch 12]: Training Loss: 0.0013348, Valid MRR: 0.29146, + + + +2023-06-05 06:38:51,629 - yago11k_0.00003 - [INFO] - [E:13| 0]: Train Loss:0.0013157, Val MRR:0.29146, yago11k_0.00003 +2023-06-05 06:39:55,849 - yago11k_0.00003 - [INFO] - [E:13| 100]: Train Loss:0.0013303, Val MRR:0.29146, yago11k_0.00003 +2023-06-05 06:41:00,178 - yago11k_0.00003 - [INFO] - [E:13| 200]: Train Loss:0.0013286, Val MRR:0.29146, yago11k_0.00003 +2023-06-05 06:42:04,503 - yago11k_0.00003 - [INFO] - [E:13| 300]: Train Loss:0.0013286, Val MRR:0.29146, yago11k_0.00003 +2023-06-05 06:43:08,801 - yago11k_0.00003 - [INFO] - [E:13| 400]: Train Loss:0.0013284, Val MRR:0.29146, yago11k_0.00003 +2023-06-05 06:44:13,304 - yago11k_0.00003 - [INFO] - [E:13| 500]: Train Loss:0.001329, Val MRR:0.29146, yago11k_0.00003 +2023-06-05 06:45:17,465 - yago11k_0.00003 - [INFO] - [E:13| 600]: Train Loss:0.0013292, Val MRR:0.29146, yago11k_0.00003 +2023-06-05 06:45:17,465 - yago11k_0.00003 - [INFO] - [Epoch:13]: Training Loss:0.001329 + +2023-06-05 06:45:17,686 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 06:45:29,799 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 06:45:41,769 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.37777, Head : 0.2082, Avg : 0.29299 + +2023-06-05 06:45:43,051 - yago11k_0.00003 - [INFO] - [Epoch 13]: Training Loss: 0.0013292, Valid MRR: 0.29299, + + + +2023-06-05 06:45:43,712 - yago11k_0.00003 - [INFO] - [E:14| 0]: Train Loss:0.001338, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:46:47,843 - yago11k_0.00003 - [INFO] - [E:14| 100]: Train Loss:0.0013214, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:47:52,053 - yago11k_0.00003 - [INFO] - [E:14| 200]: Train Loss:0.0013236, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:48:56,196 - yago11k_0.00003 - [INFO] - [E:14| 300]: Train Loss:0.0013235, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:50:00,443 - yago11k_0.00003 - [INFO] - [E:14| 400]: Train Loss:0.0013239, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:51:04,664 - yago11k_0.00003 - [INFO] - [E:14| 500]: Train Loss:0.0013235, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:52:08,458 - yago11k_0.00003 - [INFO] - [E:14| 600]: Train Loss:0.0013248, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:52:08,459 - yago11k_0.00003 - [INFO] - [Epoch:14]: Training Loss:0.001325 + +2023-06-05 06:52:08,679 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 06:52:20,811 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 06:52:32,797 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.37223, Head : 0.21169, Avg : 0.29196 + +2023-06-05 06:52:32,797 - yago11k_0.00003 - [INFO] - [Epoch 14]: Training Loss: 0.0013248, Valid MRR: 0.29299, + + + +2023-06-05 06:52:33,455 - yago11k_0.00003 - [INFO] - [E:15| 0]: Train Loss:0.0013016, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:53:37,703 - yago11k_0.00003 - [INFO] - [E:15| 100]: Train Loss:0.0013198, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:54:41,978 - yago11k_0.00003 - [INFO] - [E:15| 200]: Train Loss:0.0013191, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:55:46,149 - yago11k_0.00003 - [INFO] - [E:15| 300]: Train Loss:0.0013197, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:56:50,365 - yago11k_0.00003 - [INFO] - [E:15| 400]: Train Loss:0.0013204, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:57:54,595 - yago11k_0.00003 - [INFO] - [E:15| 500]: Train Loss:0.0013206, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:58:58,474 - yago11k_0.00003 - [INFO] - [E:15| 600]: Train Loss:0.0013203, Val MRR:0.29299, yago11k_0.00003 +2023-06-05 06:58:58,475 - yago11k_0.00003 - [INFO] - [Epoch:15]: Training Loss:0.00132 + +2023-06-05 06:58:58,695 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 06:59:10,889 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 06:59:22,958 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.38094, Head : 0.21353, Avg : 0.29724 + +2023-06-05 06:59:24,377 - yago11k_0.00003 - [INFO] - [Epoch 15]: Training Loss: 0.0013203, Valid MRR: 0.29724, + + + +2023-06-05 06:59:25,042 - yago11k_0.00003 - [INFO] - [E:16| 0]: Train Loss:0.0013489, Val MRR:0.29724, yago11k_0.00003 +2023-06-05 07:00:29,662 - yago11k_0.00003 - [INFO] - [E:16| 100]: Train Loss:0.0013133, Val MRR:0.29724, yago11k_0.00003 +2023-06-05 07:01:33,798 - yago11k_0.00003 - [INFO] - [E:16| 200]: Train Loss:0.0013163, Val MRR:0.29724, yago11k_0.00003 +2023-06-05 07:02:37,988 - yago11k_0.00003 - [INFO] - [E:16| 300]: Train Loss:0.0013161, Val MRR:0.29724, yago11k_0.00003 +2023-06-05 07:03:42,204 - yago11k_0.00003 - [INFO] - [E:16| 400]: Train Loss:0.0013149, Val MRR:0.29724, yago11k_0.00003 +2023-06-05 07:04:46,390 - yago11k_0.00003 - [INFO] - [E:16| 500]: Train Loss:0.001315, Val MRR:0.29724, yago11k_0.00003 +2023-06-05 07:05:50,239 - yago11k_0.00003 - [INFO] - [E:16| 600]: Train Loss:0.0013148, Val MRR:0.29724, yago11k_0.00003 +2023-06-05 07:05:50,239 - yago11k_0.00003 - [INFO] - [Epoch:16]: Training Loss:0.001315 + +2023-06-05 07:05:50,459 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 07:06:02,601 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 07:06:14,608 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.38234, Head : 0.21587, Avg : 0.29911 + +2023-06-05 07:06:15,971 - yago11k_0.00003 - [INFO] - [Epoch 16]: Training Loss: 0.0013148, Valid MRR: 0.29911, + + + +2023-06-05 07:06:16,624 - yago11k_0.00003 - [INFO] - [E:17| 0]: Train Loss:0.0012721, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:07:20,798 - yago11k_0.00003 - [INFO] - [E:17| 100]: Train Loss:0.0013091, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:08:25,082 - yago11k_0.00003 - [INFO] - [E:17| 200]: Train Loss:0.0013059, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:09:29,360 - yago11k_0.00003 - [INFO] - [E:17| 300]: Train Loss:0.0013094, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:10:33,598 - yago11k_0.00003 - [INFO] - [E:17| 400]: Train Loss:0.0013109, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:11:37,739 - yago11k_0.00003 - [INFO] - [E:17| 500]: Train Loss:0.0013113, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:12:41,443 - yago11k_0.00003 - [INFO] - [E:17| 600]: Train Loss:0.0013112, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:12:41,443 - yago11k_0.00003 - [INFO] - [Epoch:17]: Training Loss:0.001311 + +2023-06-05 07:12:41,659 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 07:12:53,804 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 07:13:05,790 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.38134, Head : 0.21682, Avg : 0.29908 + +2023-06-05 07:13:05,790 - yago11k_0.00003 - [INFO] - [Epoch 17]: Training Loss: 0.0013112, Valid MRR: 0.29911, + + + +2023-06-05 07:13:06,453 - yago11k_0.00003 - [INFO] - [E:18| 0]: Train Loss:0.0012958, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:14:10,530 - yago11k_0.00003 - [INFO] - [E:18| 100]: Train Loss:0.0013063, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:15:14,629 - yago11k_0.00003 - [INFO] - [E:18| 200]: Train Loss:0.001309, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:16:18,637 - yago11k_0.00003 - [INFO] - [E:18| 300]: Train Loss:0.0013092, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:17:22,664 - yago11k_0.00003 - [INFO] - [E:18| 400]: Train Loss:0.0013082, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:18:26,773 - yago11k_0.00003 - [INFO] - [E:18| 500]: Train Loss:0.0013069, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:19:30,472 - yago11k_0.00003 - [INFO] - [E:18| 600]: Train Loss:0.0013067, Val MRR:0.29911, yago11k_0.00003 +2023-06-05 07:19:30,472 - yago11k_0.00003 - [INFO] - [Epoch:18]: Training Loss:0.001307 + +2023-06-05 07:19:30,693 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 07:19:42,862 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 07:19:54,850 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.38468, Head : 0.21636, Avg : 0.30052 + +2023-06-05 07:19:56,086 - yago11k_0.00003 - [INFO] - [Epoch 18]: Training Loss: 0.0013067, Valid MRR: 0.30052, + + + +2023-06-05 07:19:56,747 - yago11k_0.00003 - [INFO] - [E:19| 0]: Train Loss:0.0013578, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:21:01,021 - yago11k_0.00003 - [INFO] - [E:19| 100]: Train Loss:0.0013053, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:22:05,196 - yago11k_0.00003 - [INFO] - [E:19| 200]: Train Loss:0.0013056, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:23:09,492 - yago11k_0.00003 - [INFO] - [E:19| 300]: Train Loss:0.0013044, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:24:13,696 - yago11k_0.00003 - [INFO] - [E:19| 400]: Train Loss:0.0013033, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:25:17,900 - yago11k_0.00003 - [INFO] - [E:19| 500]: Train Loss:0.0013032, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:26:21,711 - yago11k_0.00003 - [INFO] - [E:19| 600]: Train Loss:0.0013032, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:26:21,711 - yago11k_0.00003 - [INFO] - [Epoch:19]: Training Loss:0.001303 + +2023-06-05 07:26:21,931 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 07:26:34,084 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 07:26:46,068 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.37754, Head : 0.21809, Avg : 0.29782 + MR: Tail : 305.32, Head : 638.63, Avg : 471.98 + Hit-1: Tail : 0.27799, Head : 0.17519, Avg : 0.22659 + Hit-3: Tail : 0.43151, Head : 0.21159, Avg : 0.32155 + Hit-10: Tail : 0.56377, Head : 0.30008, Avg : 0.43193 +2023-06-05 07:26:46,068 - yago11k_0.00003 - [INFO] - [Epoch 19]: Training Loss: 0.0013032, Valid MRR: 0.30052, + + + +2023-06-05 07:26:46,722 - yago11k_0.00003 - [INFO] - [E:20| 0]: Train Loss:0.0012311, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:27:51,033 - yago11k_0.00003 - [INFO] - [E:20| 100]: Train Loss:0.0012952, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:28:55,255 - yago11k_0.00003 - [INFO] - [E:20| 200]: Train Loss:0.0012958, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:29:59,562 - yago11k_0.00003 - [INFO] - [E:20| 300]: Train Loss:0.0012974, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:31:04,192 - yago11k_0.00003 - [INFO] - [E:20| 400]: Train Loss:0.0012981, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:32:08,403 - yago11k_0.00003 - [INFO] - [E:20| 500]: Train Loss:0.0012979, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:33:12,115 - yago11k_0.00003 - [INFO] - [E:20| 600]: Train Loss:0.0012985, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:33:12,116 - yago11k_0.00003 - [INFO] - [Epoch:20]: Training Loss:0.001299 + +2023-06-05 07:33:12,336 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 07:33:24,591 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 07:33:36,573 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.37915, Head : 0.21544, Avg : 0.2973 + +2023-06-05 07:33:36,573 - yago11k_0.00003 - [INFO] - [Epoch 20]: Training Loss: 0.0012985, Valid MRR: 0.30052, + + + +2023-06-05 07:33:37,219 - yago11k_0.00003 - [INFO] - [E:21| 0]: Train Loss:0.0012844, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:34:41,428 - yago11k_0.00003 - [INFO] - [E:21| 100]: Train Loss:0.0012859, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:35:45,636 - yago11k_0.00003 - [INFO] - [E:21| 200]: Train Loss:0.0012907, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:36:49,712 - yago11k_0.00003 - [INFO] - [E:21| 300]: Train Loss:0.0012917, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:37:53,860 - yago11k_0.00003 - [INFO] - [E:21| 400]: Train Loss:0.0012926, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:38:58,116 - yago11k_0.00003 - [INFO] - [E:21| 500]: Train Loss:0.0012944, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:40:01,778 - yago11k_0.00003 - [INFO] - [E:21| 600]: Train Loss:0.0012949, Val MRR:0.30052, yago11k_0.00003 +2023-06-05 07:40:01,852 - yago11k_0.00003 - [INFO] - [Epoch:21]: Training Loss:0.001295 + +2023-06-05 07:40:02,069 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 07:40:14,219 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 07:40:26,211 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.38584, Head : 0.22009, Avg : 0.30297 + +2023-06-05 07:40:27,390 - yago11k_0.00003 - [INFO] - [Epoch 21]: Training Loss: 0.0012949, Valid MRR: 0.30297, + + + +2023-06-05 07:40:28,044 - yago11k_0.00003 - [INFO] - [E:22| 0]: Train Loss:0.0012777, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:41:32,190 - yago11k_0.00003 - [INFO] - [E:22| 100]: Train Loss:0.0012925, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:42:36,291 - yago11k_0.00003 - [INFO] - [E:22| 200]: Train Loss:0.0012902, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:43:40,408 - yago11k_0.00003 - [INFO] - [E:22| 300]: Train Loss:0.0012904, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:44:44,489 - yago11k_0.00003 - [INFO] - [E:22| 400]: Train Loss:0.0012909, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:45:48,667 - yago11k_0.00003 - [INFO] - [E:22| 500]: Train Loss:0.0012905, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:46:52,427 - yago11k_0.00003 - [INFO] - [E:22| 600]: Train Loss:0.0012904, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:46:52,427 - yago11k_0.00003 - [INFO] - [Epoch:22]: Training Loss:0.00129 + +2023-06-05 07:46:52,644 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 07:47:04,748 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 07:47:16,714 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.38331, Head : 0.21875, Avg : 0.30103 + +2023-06-05 07:47:16,715 - yago11k_0.00003 - [INFO] - [Epoch 22]: Training Loss: 0.0012904, Valid MRR: 0.30297, + + + +2023-06-05 07:47:17,365 - yago11k_0.00003 - [INFO] - [E:23| 0]: Train Loss:0.0012877, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:48:21,352 - yago11k_0.00003 - [INFO] - [E:23| 100]: Train Loss:0.0012844, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:49:25,409 - yago11k_0.00003 - [INFO] - [E:23| 200]: Train Loss:0.0012851, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:50:29,374 - yago11k_0.00003 - [INFO] - [E:23| 300]: Train Loss:0.0012853, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:51:33,520 - yago11k_0.00003 - [INFO] - [E:23| 400]: Train Loss:0.0012873, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:52:37,445 - yago11k_0.00003 - [INFO] - [E:23| 500]: Train Loss:0.0012875, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:53:41,021 - yago11k_0.00003 - [INFO] - [E:23| 600]: Train Loss:0.0012871, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:53:41,022 - yago11k_0.00003 - [INFO] - [Epoch:23]: Training Loss:0.001287 + +2023-06-05 07:53:41,242 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 07:53:53,380 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 07:54:05,386 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.38015, Head : 0.21919, Avg : 0.29967 + +2023-06-05 07:54:05,386 - yago11k_0.00003 - [INFO] - [Epoch 23]: Training Loss: 0.0012871, Valid MRR: 0.30297, + + + +2023-06-05 07:54:06,040 - yago11k_0.00003 - [INFO] - [E:24| 0]: Train Loss:0.0012642, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:55:10,165 - yago11k_0.00003 - [INFO] - [E:24| 100]: Train Loss:0.001283, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:56:14,174 - yago11k_0.00003 - [INFO] - [E:24| 200]: Train Loss:0.0012824, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:57:18,273 - yago11k_0.00003 - [INFO] - [E:24| 300]: Train Loss:0.0012836, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:58:22,344 - yago11k_0.00003 - [INFO] - [E:24| 400]: Train Loss:0.0012849, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 07:59:26,418 - yago11k_0.00003 - [INFO] - [E:24| 500]: Train Loss:0.0012854, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:00:29,985 - yago11k_0.00003 - [INFO] - [E:24| 600]: Train Loss:0.001284, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:00:29,985 - yago11k_0.00003 - [INFO] - [Epoch:24]: Training Loss:0.001284 + +2023-06-05 08:00:30,204 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 08:00:42,303 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 08:00:54,268 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.38057, Head : 0.22159, Avg : 0.30108 + +2023-06-05 08:00:54,268 - yago11k_0.00003 - [INFO] - [Epoch 24]: Training Loss: 0.001284, Valid MRR: 0.30297, + + + +2023-06-05 08:00:54,919 - yago11k_0.00003 - [INFO] - [E:25| 0]: Train Loss:0.0012832, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:01:58,928 - yago11k_0.00003 - [INFO] - [E:25| 100]: Train Loss:0.0012813, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:03:02,817 - yago11k_0.00003 - [INFO] - [E:25| 200]: Train Loss:0.0012829, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:04:06,640 - yago11k_0.00003 - [INFO] - [E:25| 300]: Train Loss:0.0012819, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:05:10,574 - yago11k_0.00003 - [INFO] - [E:25| 400]: Train Loss:0.0012818, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:06:14,493 - yago11k_0.00003 - [INFO] - [E:25| 500]: Train Loss:0.0012802, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:07:17,932 - yago11k_0.00003 - [INFO] - [E:25| 600]: Train Loss:0.0012807, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:07:17,932 - yago11k_0.00003 - [INFO] - [Epoch:25]: Training Loss:0.001281 + +2023-06-05 08:07:18,150 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 08:07:30,274 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 08:07:42,256 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.37992, Head : 0.22141, Avg : 0.30067 + +2023-06-05 08:07:42,256 - yago11k_0.00003 - [INFO] - [Epoch 25]: Training Loss: 0.0012807, Valid MRR: 0.30297, + + + +2023-06-05 08:07:42,900 - yago11k_0.00003 - [INFO] - [E:26| 0]: Train Loss:0.0012257, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:08:46,807 - yago11k_0.00003 - [INFO] - [E:26| 100]: Train Loss:0.0012757, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:09:50,734 - yago11k_0.00003 - [INFO] - [E:26| 200]: Train Loss:0.001275, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:10:54,847 - yago11k_0.00003 - [INFO] - [E:26| 300]: Train Loss:0.0012764, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:11:58,845 - yago11k_0.00003 - [INFO] - [E:26| 400]: Train Loss:0.0012762, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:13:02,960 - yago11k_0.00003 - [INFO] - [E:26| 500]: Train Loss:0.0012759, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:14:06,552 - yago11k_0.00003 - [INFO] - [E:26| 600]: Train Loss:0.0012764, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:14:06,553 - yago11k_0.00003 - [INFO] - [Epoch:26]: Training Loss:0.001276 + +2023-06-05 08:14:06,769 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 08:14:18,911 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 08:14:30,913 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.38407, Head : 0.22168, Avg : 0.30287 + +2023-06-05 08:14:30,913 - yago11k_0.00003 - [INFO] - [Epoch 26]: Training Loss: 0.0012764, Valid MRR: 0.30297, + + + +2023-06-05 08:14:31,558 - yago11k_0.00003 - [INFO] - [E:27| 0]: Train Loss:0.0012809, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:15:35,640 - yago11k_0.00003 - [INFO] - [E:27| 100]: Train Loss:0.0012731, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:16:39,665 - yago11k_0.00003 - [INFO] - [E:27| 200]: Train Loss:0.0012724, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:17:43,625 - yago11k_0.00003 - [INFO] - [E:27| 300]: Train Loss:0.0012746, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:18:47,489 - yago11k_0.00003 - [INFO] - [E:27| 400]: Train Loss:0.0012736, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:19:51,350 - yago11k_0.00003 - [INFO] - [E:27| 500]: Train Loss:0.0012735, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:20:54,799 - yago11k_0.00003 - [INFO] - [E:27| 600]: Train Loss:0.0012741, Val MRR:0.30297, yago11k_0.00003 +2023-06-05 08:20:54,800 - yago11k_0.00003 - [INFO] - [Epoch:27]: Training Loss:0.001274 + +2023-06-05 08:20:55,017 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 08:21:07,151 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 08:21:19,151 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.38677, Head : 0.22277, Avg : 0.30477 + +2023-06-05 08:21:20,501 - yago11k_0.00003 - [INFO] - [Epoch 27]: Training Loss: 0.0012741, Valid MRR: 0.30477, + + + +2023-06-05 08:21:21,157 - yago11k_0.00003 - [INFO] - [E:28| 0]: Train Loss:0.0012504, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:22:25,055 - yago11k_0.00003 - [INFO] - [E:28| 100]: Train Loss:0.0012664, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:23:29,113 - yago11k_0.00003 - [INFO] - [E:28| 200]: Train Loss:0.0012676, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:24:33,111 - yago11k_0.00003 - [INFO] - [E:28| 300]: Train Loss:0.0012684, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:25:37,228 - yago11k_0.00003 - [INFO] - [E:28| 400]: Train Loss:0.0012705, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:26:41,315 - yago11k_0.00003 - [INFO] - [E:28| 500]: Train Loss:0.0012707, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:27:44,935 - yago11k_0.00003 - [INFO] - [E:28| 600]: Train Loss:0.0012706, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:27:44,935 - yago11k_0.00003 - [INFO] - [Epoch:28]: Training Loss:0.001271 + +2023-06-05 08:27:45,152 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 08:27:57,291 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 08:28:09,283 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.3867, Head : 0.22221, Avg : 0.30446 + +2023-06-05 08:28:09,284 - yago11k_0.00003 - [INFO] - [Epoch 28]: Training Loss: 0.0012706, Valid MRR: 0.30477, + + + +2023-06-05 08:28:09,939 - yago11k_0.00003 - [INFO] - [E:29| 0]: Train Loss:0.001252, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:29:14,026 - yago11k_0.00003 - [INFO] - [E:29| 100]: Train Loss:0.0012686, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:30:18,080 - yago11k_0.00003 - [INFO] - [E:29| 200]: Train Loss:0.0012675, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:31:22,227 - yago11k_0.00003 - [INFO] - [E:29| 300]: Train Loss:0.0012663, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:32:26,196 - yago11k_0.00003 - [INFO] - [E:29| 400]: Train Loss:0.0012672, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:33:30,170 - yago11k_0.00003 - [INFO] - [E:29| 500]: Train Loss:0.0012677, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:34:33,547 - yago11k_0.00003 - [INFO] - [E:29| 600]: Train Loss:0.0012681, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:34:33,547 - yago11k_0.00003 - [INFO] - [Epoch:29]: Training Loss:0.001268 + +2023-06-05 08:34:33,764 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 08:34:45,905 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 08:34:57,871 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.3816, Head : 0.22351, Avg : 0.30256 + MR: Tail : 330.54, Head : 658.2, Avg : 494.37 + Hit-1: Tail : 0.28049, Head : 0.18005, Avg : 0.23027 + Hit-3: Tail : 0.43415, Head : 0.21631, Avg : 0.32523 + Hit-10: Tail : 0.57016, Head : 0.308, Avg : 0.43908 +2023-06-05 08:34:57,871 - yago11k_0.00003 - [INFO] - [Epoch 29]: Training Loss: 0.0012681, Valid MRR: 0.30477, + + + +2023-06-05 08:34:58,515 - yago11k_0.00003 - [INFO] - [E:30| 0]: Train Loss:0.0012503, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:36:02,623 - yago11k_0.00003 - [INFO] - [E:30| 100]: Train Loss:0.0012637, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:37:06,797 - yago11k_0.00003 - [INFO] - [E:30| 200]: Train Loss:0.001266, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:38:10,971 - yago11k_0.00003 - [INFO] - [E:30| 300]: Train Loss:0.0012661, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:39:15,181 - yago11k_0.00003 - [INFO] - [E:30| 400]: Train Loss:0.0012658, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:40:19,401 - yago11k_0.00003 - [INFO] - [E:30| 500]: Train Loss:0.0012655, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:41:23,206 - yago11k_0.00003 - [INFO] - [E:30| 600]: Train Loss:0.0012655, Val MRR:0.30477, yago11k_0.00003 +2023-06-05 08:41:23,207 - yago11k_0.00003 - [INFO] - [Epoch:30]: Training Loss:0.001266 + +2023-06-05 08:41:23,427 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 08:41:35,569 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 08:41:47,564 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.3885, Head : 0.22246, Avg : 0.30548 + +2023-06-05 08:41:48,874 - yago11k_0.00003 - [INFO] - [Epoch 30]: Training Loss: 0.0012655, Valid MRR: 0.30548, + + + +2023-06-05 08:41:49,521 - yago11k_0.00003 - [INFO] - [E:31| 0]: Train Loss:0.0013349, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:42:53,769 - yago11k_0.00003 - [INFO] - [E:31| 100]: Train Loss:0.0012634, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:43:57,972 - yago11k_0.00003 - [INFO] - [E:31| 200]: Train Loss:0.001262, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:45:02,293 - yago11k_0.00003 - [INFO] - [E:31| 300]: Train Loss:0.001262, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:46:06,548 - yago11k_0.00003 - [INFO] - [E:31| 400]: Train Loss:0.0012617, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:47:10,750 - yago11k_0.00003 - [INFO] - [E:31| 500]: Train Loss:0.0012617, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:48:14,736 - yago11k_0.00003 - [INFO] - [E:31| 600]: Train Loss:0.0012622, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:48:14,736 - yago11k_0.00003 - [INFO] - [Epoch:31]: Training Loss:0.001262 + +2023-06-05 08:48:14,956 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 08:48:27,204 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 08:48:39,278 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.38447, Head : 0.22419, Avg : 0.30433 + +2023-06-05 08:48:39,279 - yago11k_0.00003 - [INFO] - [Epoch 31]: Training Loss: 0.0012622, Valid MRR: 0.30548, + + + +2023-06-05 08:48:39,939 - yago11k_0.00003 - [INFO] - [E:32| 0]: Train Loss:0.0012355, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:49:44,463 - yago11k_0.00003 - [INFO] - [E:32| 100]: Train Loss:0.0012576, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:50:48,644 - yago11k_0.00003 - [INFO] - [E:32| 200]: Train Loss:0.00126, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:51:52,798 - yago11k_0.00003 - [INFO] - [E:32| 300]: Train Loss:0.0012596, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:52:57,036 - yago11k_0.00003 - [INFO] - [E:32| 400]: Train Loss:0.0012591, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:54:01,232 - yago11k_0.00003 - [INFO] - [E:32| 500]: Train Loss:0.0012599, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:55:04,972 - yago11k_0.00003 - [INFO] - [E:32| 600]: Train Loss:0.0012599, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:55:04,973 - yago11k_0.00003 - [INFO] - [Epoch:32]: Training Loss:0.00126 + +2023-06-05 08:55:05,188 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 08:55:17,335 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 08:55:29,345 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.38629, Head : 0.22361, Avg : 0.30495 + +2023-06-05 08:55:29,345 - yago11k_0.00003 - [INFO] - [Epoch 32]: Training Loss: 0.0012599, Valid MRR: 0.30548, + + + +2023-06-05 08:55:29,991 - yago11k_0.00003 - [INFO] - [E:33| 0]: Train Loss:0.0012917, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:56:34,241 - yago11k_0.00003 - [INFO] - [E:33| 100]: Train Loss:0.0012546, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:57:38,484 - yago11k_0.00003 - [INFO] - [E:33| 200]: Train Loss:0.001254, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:58:42,680 - yago11k_0.00003 - [INFO] - [E:33| 300]: Train Loss:0.0012546, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 08:59:46,968 - yago11k_0.00003 - [INFO] - [E:33| 400]: Train Loss:0.0012554, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 09:00:51,185 - yago11k_0.00003 - [INFO] - [E:33| 500]: Train Loss:0.0012562, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 09:01:54,912 - yago11k_0.00003 - [INFO] - [E:33| 600]: Train Loss:0.0012572, Val MRR:0.30548, yago11k_0.00003 +2023-06-05 09:01:54,913 - yago11k_0.00003 - [INFO] - [Epoch:33]: Training Loss:0.001257 + +2023-06-05 09:01:55,131 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 09:02:07,282 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 09:02:19,272 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.39286, Head : 0.22317, Avg : 0.30801 + +2023-06-05 09:02:20,813 - yago11k_0.00003 - [INFO] - [Epoch 33]: Training Loss: 0.0012572, Valid MRR: 0.30801, + + + +2023-06-05 09:02:21,470 - yago11k_0.00003 - [INFO] - [E:34| 0]: Train Loss:0.0012612, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:03:25,978 - yago11k_0.00003 - [INFO] - [E:34| 100]: Train Loss:0.0012595, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:04:30,670 - yago11k_0.00003 - [INFO] - [E:34| 200]: Train Loss:0.0012562, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:05:34,893 - yago11k_0.00003 - [INFO] - [E:34| 300]: Train Loss:0.0012547, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:06:39,121 - yago11k_0.00003 - [INFO] - [E:34| 400]: Train Loss:0.0012554, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:07:43,321 - yago11k_0.00003 - [INFO] - [E:34| 500]: Train Loss:0.0012547, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:08:47,135 - yago11k_0.00003 - [INFO] - [E:34| 600]: Train Loss:0.0012549, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:08:47,136 - yago11k_0.00003 - [INFO] - [Epoch:34]: Training Loss:0.001255 + +2023-06-05 09:08:47,357 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 09:08:59,519 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 09:09:11,553 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.38907, Head : 0.22502, Avg : 0.30705 + +2023-06-05 09:09:11,553 - yago11k_0.00003 - [INFO] - [Epoch 34]: Training Loss: 0.0012549, Valid MRR: 0.30801, + + + +2023-06-05 09:09:12,211 - yago11k_0.00003 - [INFO] - [E:35| 0]: Train Loss:0.0013003, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:10:16,487 - yago11k_0.00003 - [INFO] - [E:35| 100]: Train Loss:0.0012552, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:11:20,811 - yago11k_0.00003 - [INFO] - [E:35| 200]: Train Loss:0.0012536, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:12:25,170 - yago11k_0.00003 - [INFO] - [E:35| 300]: Train Loss:0.0012524, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:13:29,384 - yago11k_0.00003 - [INFO] - [E:35| 400]: Train Loss:0.0012526, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:14:33,649 - yago11k_0.00003 - [INFO] - [E:35| 500]: Train Loss:0.0012522, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:15:37,492 - yago11k_0.00003 - [INFO] - [E:35| 600]: Train Loss:0.0012525, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:15:37,493 - yago11k_0.00003 - [INFO] - [Epoch:35]: Training Loss:0.001252 + +2023-06-05 09:15:37,713 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 09:15:49,881 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 09:16:01,886 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.38924, Head : 0.22622, Avg : 0.30773 + +2023-06-05 09:16:01,886 - yago11k_0.00003 - [INFO] - [Epoch 35]: Training Loss: 0.0012525, Valid MRR: 0.30801, + + + +2023-06-05 09:16:02,543 - yago11k_0.00003 - [INFO] - [E:36| 0]: Train Loss:0.0012377, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:17:06,948 - yago11k_0.00003 - [INFO] - [E:36| 100]: Train Loss:0.0012462, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:18:11,534 - yago11k_0.00003 - [INFO] - [E:36| 200]: Train Loss:0.0012487, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:19:16,219 - yago11k_0.00003 - [INFO] - [E:36| 300]: Train Loss:0.0012487, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:20:20,884 - yago11k_0.00003 - [INFO] - [E:36| 400]: Train Loss:0.0012487, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:21:25,069 - yago11k_0.00003 - [INFO] - [E:36| 500]: Train Loss:0.0012504, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:22:28,835 - yago11k_0.00003 - [INFO] - [E:36| 600]: Train Loss:0.0012504, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:22:28,835 - yago11k_0.00003 - [INFO] - [Epoch:36]: Training Loss:0.00125 + +2023-06-05 09:22:29,052 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 09:22:41,224 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 09:22:53,237 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.38268, Head : 0.22655, Avg : 0.30462 + +2023-06-05 09:22:53,237 - yago11k_0.00003 - [INFO] - [Epoch 36]: Training Loss: 0.0012504, Valid MRR: 0.30801, + + + +2023-06-05 09:22:53,882 - yago11k_0.00003 - [INFO] - [E:37| 0]: Train Loss:0.0012443, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:23:58,314 - yago11k_0.00003 - [INFO] - [E:37| 100]: Train Loss:0.0012462, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:25:02,585 - yago11k_0.00003 - [INFO] - [E:37| 200]: Train Loss:0.0012484, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:26:06,824 - yago11k_0.00003 - [INFO] - [E:37| 300]: Train Loss:0.0012482, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:27:10,995 - yago11k_0.00003 - [INFO] - [E:37| 400]: Train Loss:0.0012487, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:28:15,242 - yago11k_0.00003 - [INFO] - [E:37| 500]: Train Loss:0.0012489, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:29:19,042 - yago11k_0.00003 - [INFO] - [E:37| 600]: Train Loss:0.0012478, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:29:19,043 - yago11k_0.00003 - [INFO] - [Epoch:37]: Training Loss:0.001248 + +2023-06-05 09:29:19,263 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 09:29:31,419 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 09:29:43,513 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.38928, Head : 0.22528, Avg : 0.30728 + +2023-06-05 09:29:43,513 - yago11k_0.00003 - [INFO] - [Epoch 37]: Training Loss: 0.0012478, Valid MRR: 0.30801, + + + +2023-06-05 09:29:44,182 - yago11k_0.00003 - [INFO] - [E:38| 0]: Train Loss:0.0012182, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:30:48,932 - yago11k_0.00003 - [INFO] - [E:38| 100]: Train Loss:0.0012472, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:31:53,168 - yago11k_0.00003 - [INFO] - [E:38| 200]: Train Loss:0.0012467, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:32:57,409 - yago11k_0.00003 - [INFO] - [E:38| 300]: Train Loss:0.0012463, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:34:01,483 - yago11k_0.00003 - [INFO] - [E:38| 400]: Train Loss:0.0012458, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:35:05,994 - yago11k_0.00003 - [INFO] - [E:38| 500]: Train Loss:0.0012459, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:36:09,981 - yago11k_0.00003 - [INFO] - [E:38| 600]: Train Loss:0.0012457, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:36:09,982 - yago11k_0.00003 - [INFO] - [Epoch:38]: Training Loss:0.001246 + +2023-06-05 09:36:10,201 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 09:36:22,335 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 09:36:34,328 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.3887, Head : 0.22437, Avg : 0.30654 + +2023-06-05 09:36:34,328 - yago11k_0.00003 - [INFO] - [Epoch 38]: Training Loss: 0.0012457, Valid MRR: 0.30801, + + + +2023-06-05 09:36:34,991 - yago11k_0.00003 - [INFO] - [E:39| 0]: Train Loss:0.0012404, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:37:39,112 - yago11k_0.00003 - [INFO] - [E:39| 100]: Train Loss:0.0012409, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:38:43,267 - yago11k_0.00003 - [INFO] - [E:39| 200]: Train Loss:0.0012427, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:39:47,764 - yago11k_0.00003 - [INFO] - [E:39| 300]: Train Loss:0.0012429, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:40:52,026 - yago11k_0.00003 - [INFO] - [E:39| 400]: Train Loss:0.0012432, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:41:56,273 - yago11k_0.00003 - [INFO] - [E:39| 500]: Train Loss:0.0012428, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:43:00,055 - yago11k_0.00003 - [INFO] - [E:39| 600]: Train Loss:0.0012436, Val MRR:0.30801, yago11k_0.00003 +2023-06-05 09:43:00,056 - yago11k_0.00003 - [INFO] - [Epoch:39]: Training Loss:0.001244 + +2023-06-05 09:43:00,271 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 09:43:12,428 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 09:43:24,412 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.39297, Head : 0.22648, Avg : 0.30973 + MR: Tail : 332.63, Head : 669.07, Avg : 500.85 + Hit-1: Tail : 0.29717, Head : 0.18255, Avg : 0.23986 + Hit-3: Tail : 0.44012, Head : 0.21964, Avg : 0.32988 + Hit-10: Tail : 0.57599, Head : 0.31286, Avg : 0.44443 +2023-06-05 09:43:25,683 - yago11k_0.00003 - [INFO] - [Epoch 39]: Training Loss: 0.0012436, Valid MRR: 0.30973, + + + +2023-06-05 09:43:26,349 - yago11k_0.00003 - [INFO] - [E:40| 0]: Train Loss:0.0012344, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:44:30,921 - yago11k_0.00003 - [INFO] - [E:40| 100]: Train Loss:0.0012326, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:45:35,113 - yago11k_0.00003 - [INFO] - [E:40| 200]: Train Loss:0.0012368, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:46:39,281 - yago11k_0.00003 - [INFO] - [E:40| 300]: Train Loss:0.0012402, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:47:43,482 - yago11k_0.00003 - [INFO] - [E:40| 400]: Train Loss:0.0012406, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:48:47,726 - yago11k_0.00003 - [INFO] - [E:40| 500]: Train Loss:0.0012416, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:49:51,752 - yago11k_0.00003 - [INFO] - [E:40| 600]: Train Loss:0.001242, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:49:51,753 - yago11k_0.00003 - [INFO] - [Epoch:40]: Training Loss:0.001242 + +2023-06-05 09:49:51,973 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 09:50:04,184 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 09:50:16,266 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.38779, Head : 0.22728, Avg : 0.30753 + +2023-06-05 09:50:16,266 - yago11k_0.00003 - [INFO] - [Epoch 40]: Training Loss: 0.001242, Valid MRR: 0.30973, + + + +2023-06-05 09:50:16,925 - yago11k_0.00003 - [INFO] - [E:41| 0]: Train Loss:0.0011958, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:51:21,241 - yago11k_0.00003 - [INFO] - [E:41| 100]: Train Loss:0.0012397, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:52:25,392 - yago11k_0.00003 - [INFO] - [E:41| 200]: Train Loss:0.0012398, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:53:29,566 - yago11k_0.00003 - [INFO] - [E:41| 300]: Train Loss:0.0012391, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:54:33,733 - yago11k_0.00003 - [INFO] - [E:41| 400]: Train Loss:0.0012395, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:55:37,960 - yago11k_0.00003 - [INFO] - [E:41| 500]: Train Loss:0.00124, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:56:41,674 - yago11k_0.00003 - [INFO] - [E:41| 600]: Train Loss:0.0012396, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:56:41,675 - yago11k_0.00003 - [INFO] - [Epoch:41]: Training Loss:0.00124 + +2023-06-05 09:56:41,890 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 09:56:54,035 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 09:57:06,004 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.38569, Head : 0.22704, Avg : 0.30636 + +2023-06-05 09:57:06,004 - yago11k_0.00003 - [INFO] - [Epoch 41]: Training Loss: 0.0012396, Valid MRR: 0.30973, + + + +2023-06-05 09:57:06,652 - yago11k_0.00003 - [INFO] - [E:42| 0]: Train Loss:0.0012548, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:58:10,868 - yago11k_0.00003 - [INFO] - [E:42| 100]: Train Loss:0.0012415, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 09:59:15,168 - yago11k_0.00003 - [INFO] - [E:42| 200]: Train Loss:0.001238, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:00:19,392 - yago11k_0.00003 - [INFO] - [E:42| 300]: Train Loss:0.0012384, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:01:23,585 - yago11k_0.00003 - [INFO] - [E:42| 400]: Train Loss:0.0012374, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:02:27,795 - yago11k_0.00003 - [INFO] - [E:42| 500]: Train Loss:0.0012378, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:03:31,634 - yago11k_0.00003 - [INFO] - [E:42| 600]: Train Loss:0.0012378, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:03:31,634 - yago11k_0.00003 - [INFO] - [Epoch:42]: Training Loss:0.001238 + +2023-06-05 10:03:31,853 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 10:03:44,007 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 10:03:55,997 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.39306, Head : 0.22638, Avg : 0.30972 + +2023-06-05 10:03:55,998 - yago11k_0.00003 - [INFO] - [Epoch 42]: Training Loss: 0.0012378, Valid MRR: 0.30973, + + + +2023-06-05 10:03:56,656 - yago11k_0.00003 - [INFO] - [E:43| 0]: Train Loss:0.0012182, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:05:00,834 - yago11k_0.00003 - [INFO] - [E:43| 100]: Train Loss:0.0012322, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:06:04,751 - yago11k_0.00003 - [INFO] - [E:43| 200]: Train Loss:0.0012359, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:07:08,569 - yago11k_0.00003 - [INFO] - [E:43| 300]: Train Loss:0.0012351, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:08:12,726 - yago11k_0.00003 - [INFO] - [E:43| 400]: Train Loss:0.001235, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:09:16,836 - yago11k_0.00003 - [INFO] - [E:43| 500]: Train Loss:0.001235, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:10:28,885 - yago11k_0.00003 - [INFO] - [E:43| 600]: Train Loss:0.0012353, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:10:28,886 - yago11k_0.00003 - [INFO] - [Epoch:43]: Training Loss:0.001235 + +2023-06-05 10:10:29,141 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 10:10:43,502 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 10:10:57,712 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.38687, Head : 0.22606, Avg : 0.30646 + +2023-06-05 10:10:57,712 - yago11k_0.00003 - [INFO] - [Epoch 43]: Training Loss: 0.0012353, Valid MRR: 0.30973, + + + +2023-06-05 10:10:58,475 - yago11k_0.00003 - [INFO] - [E:44| 0]: Train Loss:0.001214, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:12:14,117 - yago11k_0.00003 - [INFO] - [E:44| 100]: Train Loss:0.0012329, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:13:26,792 - yago11k_0.00003 - [INFO] - [E:44| 200]: Train Loss:0.0012338, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:14:30,909 - yago11k_0.00003 - [INFO] - [E:44| 300]: Train Loss:0.001233, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:15:42,739 - yago11k_0.00003 - [INFO] - [E:44| 400]: Train Loss:0.001234, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:16:58,143 - yago11k_0.00003 - [INFO] - [E:44| 500]: Train Loss:0.0012339, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:18:12,941 - yago11k_0.00003 - [INFO] - [E:44| 600]: Train Loss:0.001234, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:18:12,941 - yago11k_0.00003 - [INFO] - [Epoch:44]: Training Loss:0.001234 + +2023-06-05 10:18:13,197 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 10:18:27,509 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 10:18:41,639 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.38701, Head : 0.22565, Avg : 0.30633 + +2023-06-05 10:18:41,639 - yago11k_0.00003 - [INFO] - [Epoch 44]: Training Loss: 0.001234, Valid MRR: 0.30973, + + + +2023-06-05 10:18:42,413 - yago11k_0.00003 - [INFO] - [E:45| 0]: Train Loss:0.001225, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:19:47,656 - yago11k_0.00003 - [INFO] - [E:45| 100]: Train Loss:0.001235, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:20:51,793 - yago11k_0.00003 - [INFO] - [E:45| 200]: Train Loss:0.0012334, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:21:56,052 - yago11k_0.00003 - [INFO] - [E:45| 300]: Train Loss:0.0012343, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:23:07,737 - yago11k_0.00003 - [INFO] - [E:45| 400]: Train Loss:0.0012351, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:24:22,605 - yago11k_0.00003 - [INFO] - [E:45| 500]: Train Loss:0.0012351, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:25:36,962 - yago11k_0.00003 - [INFO] - [E:45| 600]: Train Loss:0.001235, Val MRR:0.30973, yago11k_0.00003 +2023-06-05 10:25:36,963 - yago11k_0.00003 - [INFO] - [Epoch:45]: Training Loss:0.001235 + +2023-06-05 10:25:37,215 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 10:25:51,412 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 10:26:05,441 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.39966, Head : 0.22755, Avg : 0.3136 + +2023-06-05 10:26:06,778 - yago11k_0.00003 - [INFO] - [Epoch 45]: Training Loss: 0.001235, Valid MRR: 0.3136, + + + +2023-06-05 10:26:07,539 - yago11k_0.00003 - [INFO] - [E:46| 0]: Train Loss:0.0012182, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:27:11,682 - yago11k_0.00003 - [INFO] - [E:46| 100]: Train Loss:0.0012269, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:28:15,769 - yago11k_0.00003 - [INFO] - [E:46| 200]: Train Loss:0.0012302, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:29:19,897 - yago11k_0.00003 - [INFO] - [E:46| 300]: Train Loss:0.0012334, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:30:23,870 - yago11k_0.00003 - [INFO] - [E:46| 400]: Train Loss:0.0012334, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:31:27,924 - yago11k_0.00003 - [INFO] - [E:46| 500]: Train Loss:0.0012341, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:32:31,621 - yago11k_0.00003 - [INFO] - [E:46| 600]: Train Loss:0.0012338, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:32:31,621 - yago11k_0.00003 - [INFO] - [Epoch:46]: Training Loss:0.001234 + +2023-06-05 10:32:31,842 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 10:32:43,993 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 10:32:55,990 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.39301, Head : 0.22603, Avg : 0.30952 + +2023-06-05 10:32:55,991 - yago11k_0.00003 - [INFO] - [Epoch 46]: Training Loss: 0.0012338, Valid MRR: 0.3136, + + + +2023-06-05 10:32:56,639 - yago11k_0.00003 - [INFO] - [E:47| 0]: Train Loss:0.0012083, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:34:00,794 - yago11k_0.00003 - [INFO] - [E:47| 100]: Train Loss:0.0012312, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:35:04,937 - yago11k_0.00003 - [INFO] - [E:47| 200]: Train Loss:0.001229, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:36:09,072 - yago11k_0.00003 - [INFO] - [E:47| 300]: Train Loss:0.0012298, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:37:13,184 - yago11k_0.00003 - [INFO] - [E:47| 400]: Train Loss:0.0012303, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:38:17,682 - yago11k_0.00003 - [INFO] - [E:47| 500]: Train Loss:0.001231, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:39:21,516 - yago11k_0.00003 - [INFO] - [E:47| 600]: Train Loss:0.001231, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:39:21,516 - yago11k_0.00003 - [INFO] - [Epoch:47]: Training Loss:0.001231 + +2023-06-05 10:39:21,736 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 10:39:33,851 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 10:39:45,806 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.39667, Head : 0.22652, Avg : 0.31159 + +2023-06-05 10:39:45,806 - yago11k_0.00003 - [INFO] - [Epoch 47]: Training Loss: 0.001231, Valid MRR: 0.3136, + + + +2023-06-05 10:39:46,465 - yago11k_0.00003 - [INFO] - [E:48| 0]: Train Loss:0.0012501, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:40:50,633 - yago11k_0.00003 - [INFO] - [E:48| 100]: Train Loss:0.0012278, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:41:54,732 - yago11k_0.00003 - [INFO] - [E:48| 200]: Train Loss:0.0012265, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:42:58,815 - yago11k_0.00003 - [INFO] - [E:48| 300]: Train Loss:0.001228, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:44:02,881 - yago11k_0.00003 - [INFO] - [E:48| 400]: Train Loss:0.0012283, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:45:07,015 - yago11k_0.00003 - [INFO] - [E:48| 500]: Train Loss:0.0012285, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:46:10,736 - yago11k_0.00003 - [INFO] - [E:48| 600]: Train Loss:0.0012295, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:46:10,736 - yago11k_0.00003 - [INFO] - [Epoch:48]: Training Loss:0.00123 + +2023-06-05 10:46:10,952 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 10:46:23,103 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 10:46:35,097 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.39511, Head : 0.22524, Avg : 0.31018 + +2023-06-05 10:46:35,097 - yago11k_0.00003 - [INFO] - [Epoch 48]: Training Loss: 0.0012295, Valid MRR: 0.3136, + + + +2023-06-05 10:46:35,743 - yago11k_0.00003 - [INFO] - [E:49| 0]: Train Loss:0.0011904, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:47:39,851 - yago11k_0.00003 - [INFO] - [E:49| 100]: Train Loss:0.0012268, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:48:43,994 - yago11k_0.00003 - [INFO] - [E:49| 200]: Train Loss:0.0012253, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:49:48,127 - yago11k_0.00003 - [INFO] - [E:49| 300]: Train Loss:0.0012276, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:50:52,266 - yago11k_0.00003 - [INFO] - [E:49| 400]: Train Loss:0.0012284, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:51:56,432 - yago11k_0.00003 - [INFO] - [E:49| 500]: Train Loss:0.0012279, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:53:00,469 - yago11k_0.00003 - [INFO] - [E:49| 600]: Train Loss:0.0012279, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:53:00,470 - yago11k_0.00003 - [INFO] - [Epoch:49]: Training Loss:0.001228 + +2023-06-05 10:53:00,689 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 10:53:12,862 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 10:53:24,924 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.39184, Head : 0.22675, Avg : 0.3093 + MR: Tail : 345.76, Head : 674.56, Avg : 510.16 + Hit-1: Tail : 0.29578, Head : 0.18088, Avg : 0.23833 + Hit-3: Tail : 0.43957, Head : 0.2227, Avg : 0.33113 + Hit-10: Tail : 0.57988, Head : 0.31675, Avg : 0.44832 +2023-06-05 10:53:24,924 - yago11k_0.00003 - [INFO] - [Epoch 49]: Training Loss: 0.0012279, Valid MRR: 0.3136, + + + +2023-06-05 10:53:25,593 - yago11k_0.00003 - [INFO] - [E:50| 0]: Train Loss:0.0011904, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:54:29,725 - yago11k_0.00003 - [INFO] - [E:50| 100]: Train Loss:0.0012209, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:55:33,703 - yago11k_0.00003 - [INFO] - [E:50| 200]: Train Loss:0.0012229, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:56:37,797 - yago11k_0.00003 - [INFO] - [E:50| 300]: Train Loss:0.0012245, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:57:41,806 - yago11k_0.00003 - [INFO] - [E:50| 400]: Train Loss:0.001225, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:58:45,783 - yago11k_0.00003 - [INFO] - [E:50| 500]: Train Loss:0.0012252, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:59:49,394 - yago11k_0.00003 - [INFO] - [E:50| 600]: Train Loss:0.0012261, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 10:59:49,395 - yago11k_0.00003 - [INFO] - [Epoch:50]: Training Loss:0.001226 + +2023-06-05 10:59:49,616 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 11:00:01,736 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 11:00:13,710 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.39906, Head : 0.22806, Avg : 0.31356 + +2023-06-05 11:00:13,710 - yago11k_0.00003 - [INFO] - [Epoch 50]: Training Loss: 0.0012261, Valid MRR: 0.3136, + + + +2023-06-05 11:00:14,366 - yago11k_0.00003 - [INFO] - [E:51| 0]: Train Loss:0.0012316, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:01:18,435 - yago11k_0.00003 - [INFO] - [E:51| 100]: Train Loss:0.0012226, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:02:22,488 - yago11k_0.00003 - [INFO] - [E:51| 200]: Train Loss:0.0012226, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:03:26,543 - yago11k_0.00003 - [INFO] - [E:51| 300]: Train Loss:0.0012224, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:04:30,598 - yago11k_0.00003 - [INFO] - [E:51| 400]: Train Loss:0.001224, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:05:34,674 - yago11k_0.00003 - [INFO] - [E:51| 500]: Train Loss:0.0012243, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:06:38,345 - yago11k_0.00003 - [INFO] - [E:51| 600]: Train Loss:0.001225, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:06:38,345 - yago11k_0.00003 - [INFO] - [Epoch:51]: Training Loss:0.001225 + +2023-06-05 11:06:38,564 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 11:06:50,685 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 11:07:02,657 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.39078, Head : 0.22732, Avg : 0.30905 + +2023-06-05 11:07:02,657 - yago11k_0.00003 - [INFO] - [Epoch 51]: Training Loss: 0.001225, Valid MRR: 0.3136, + + + +2023-06-05 11:07:03,303 - yago11k_0.00003 - [INFO] - [E:52| 0]: Train Loss:0.0012116, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:08:07,740 - yago11k_0.00003 - [INFO] - [E:52| 100]: Train Loss:0.0012216, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:09:12,000 - yago11k_0.00003 - [INFO] - [E:52| 200]: Train Loss:0.0012203, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:10:16,029 - yago11k_0.00003 - [INFO] - [E:52| 300]: Train Loss:0.0012232, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:11:20,012 - yago11k_0.00003 - [INFO] - [E:52| 400]: Train Loss:0.0012233, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:12:24,030 - yago11k_0.00003 - [INFO] - [E:52| 500]: Train Loss:0.0012234, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:13:27,594 - yago11k_0.00003 - [INFO] - [E:52| 600]: Train Loss:0.0012235, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:13:27,595 - yago11k_0.00003 - [INFO] - [Epoch:52]: Training Loss:0.001223 + +2023-06-05 11:13:27,815 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 11:13:39,949 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 11:13:51,928 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.39149, Head : 0.22722, Avg : 0.30935 + +2023-06-05 11:13:51,928 - yago11k_0.00003 - [INFO] - [Epoch 52]: Training Loss: 0.0012235, Valid MRR: 0.3136, + + + +2023-06-05 11:13:52,586 - yago11k_0.00003 - [INFO] - [E:53| 0]: Train Loss:0.0012202, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:14:56,667 - yago11k_0.00003 - [INFO] - [E:53| 100]: Train Loss:0.0012172, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:16:00,698 - yago11k_0.00003 - [INFO] - [E:53| 200]: Train Loss:0.0012186, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:17:04,752 - yago11k_0.00003 - [INFO] - [E:53| 300]: Train Loss:0.0012194, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:18:08,731 - yago11k_0.00003 - [INFO] - [E:53| 400]: Train Loss:0.0012202, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:19:12,822 - yago11k_0.00003 - [INFO] - [E:53| 500]: Train Loss:0.00122, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:20:16,406 - yago11k_0.00003 - [INFO] - [E:53| 600]: Train Loss:0.0012213, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:20:16,407 - yago11k_0.00003 - [INFO] - [Epoch:53]: Training Loss:0.001221 + +2023-06-05 11:20:16,627 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 11:20:28,732 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 11:20:40,703 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.39055, Head : 0.22688, Avg : 0.30871 + +2023-06-05 11:20:40,703 - yago11k_0.00003 - [INFO] - [Epoch 53]: Training Loss: 0.0012213, Valid MRR: 0.3136, + + + +2023-06-05 11:20:41,367 - yago11k_0.00003 - [INFO] - [E:54| 0]: Train Loss:0.0012008, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:21:45,363 - yago11k_0.00003 - [INFO] - [E:54| 100]: Train Loss:0.0012192, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:22:49,304 - yago11k_0.00003 - [INFO] - [E:54| 200]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:23:52,946 - yago11k_0.00003 - [INFO] - [E:54| 300]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:24:56,408 - yago11k_0.00003 - [INFO] - [E:54| 400]: Train Loss:0.0012186, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:25:59,526 - yago11k_0.00003 - [INFO] - [E:54| 500]: Train Loss:0.0012181, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:27:02,123 - yago11k_0.00003 - [INFO] - [E:54| 600]: Train Loss:0.0012201, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:27:02,123 - yago11k_0.00003 - [INFO] - [Epoch:54]: Training Loss:0.00122 + +2023-06-05 11:27:02,338 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 11:27:14,244 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 11:27:26,003 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.38882, Head : 0.2287, Avg : 0.30876 + +2023-06-05 11:27:26,004 - yago11k_0.00003 - [INFO] - [Epoch 54]: Training Loss: 0.0012201, Valid MRR: 0.3136, + + + +2023-06-05 11:27:26,655 - yago11k_0.00003 - [INFO] - [E:55| 0]: Train Loss:0.0012271, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:28:30,342 - yago11k_0.00003 - [INFO] - [E:55| 100]: Train Loss:0.001218, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:29:34,046 - yago11k_0.00003 - [INFO] - [E:55| 200]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:30:37,805 - yago11k_0.00003 - [INFO] - [E:55| 300]: Train Loss:0.0012182, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:31:41,638 - yago11k_0.00003 - [INFO] - [E:55| 400]: Train Loss:0.0012183, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:32:45,418 - yago11k_0.00003 - [INFO] - [E:55| 500]: Train Loss:0.0012183, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:33:48,875 - yago11k_0.00003 - [INFO] - [E:55| 600]: Train Loss:0.0012184, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:33:48,876 - yago11k_0.00003 - [INFO] - [Epoch:55]: Training Loss:0.001218 + +2023-06-05 11:33:49,094 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 11:34:01,164 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 11:34:13,099 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.38965, Head : 0.2267, Avg : 0.30818 + +2023-06-05 11:34:13,099 - yago11k_0.00003 - [INFO] - [Epoch 55]: Training Loss: 0.0012184, Valid MRR: 0.3136, + + + +2023-06-05 11:34:13,759 - yago11k_0.00003 - [INFO] - [E:56| 0]: Train Loss:0.001175, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:35:17,693 - yago11k_0.00003 - [INFO] - [E:56| 100]: Train Loss:0.0012164, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:36:21,606 - yago11k_0.00003 - [INFO] - [E:56| 200]: Train Loss:0.0012162, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:37:25,480 - yago11k_0.00003 - [INFO] - [E:56| 300]: Train Loss:0.0012153, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:38:29,424 - yago11k_0.00003 - [INFO] - [E:56| 400]: Train Loss:0.0012155, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:39:33,278 - yago11k_0.00003 - [INFO] - [E:56| 500]: Train Loss:0.0012156, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:40:36,798 - yago11k_0.00003 - [INFO] - [E:56| 600]: Train Loss:0.0012163, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:40:36,798 - yago11k_0.00003 - [INFO] - [Epoch:56]: Training Loss:0.001216 + +2023-06-05 11:40:37,014 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 11:40:49,103 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 11:41:00,979 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.39292, Head : 0.22602, Avg : 0.30947 + +2023-06-05 11:41:00,980 - yago11k_0.00003 - [INFO] - [Epoch 56]: Training Loss: 0.0012163, Valid MRR: 0.3136, + + + +2023-06-05 11:41:01,634 - yago11k_0.00003 - [INFO] - [E:57| 0]: Train Loss:0.001296, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:42:06,071 - yago11k_0.00003 - [INFO] - [E:57| 100]: Train Loss:0.0012114, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:43:10,152 - yago11k_0.00003 - [INFO] - [E:57| 200]: Train Loss:0.0012146, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:44:14,083 - yago11k_0.00003 - [INFO] - [E:57| 300]: Train Loss:0.0012158, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:45:17,994 - yago11k_0.00003 - [INFO] - [E:57| 400]: Train Loss:0.0012158, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:46:21,925 - yago11k_0.00003 - [INFO] - [E:57| 500]: Train Loss:0.0012156, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:47:25,441 - yago11k_0.00003 - [INFO] - [E:57| 600]: Train Loss:0.0012157, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:47:25,442 - yago11k_0.00003 - [INFO] - [Epoch:57]: Training Loss:0.001216 + +2023-06-05 11:47:25,660 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 11:47:37,777 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 11:47:49,728 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.39354, Head : 0.22702, Avg : 0.31028 + +2023-06-05 11:47:49,729 - yago11k_0.00003 - [INFO] - [Epoch 57]: Training Loss: 0.0012157, Valid MRR: 0.3136, + + + +2023-06-05 11:47:50,389 - yago11k_0.00003 - [INFO] - [E:58| 0]: Train Loss:0.0012417, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:48:54,327 - yago11k_0.00003 - [INFO] - [E:58| 100]: Train Loss:0.0012152, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:49:58,296 - yago11k_0.00003 - [INFO] - [E:58| 200]: Train Loss:0.0012148, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:51:02,077 - yago11k_0.00003 - [INFO] - [E:58| 300]: Train Loss:0.0012143, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:52:05,852 - yago11k_0.00003 - [INFO] - [E:58| 400]: Train Loss:0.001213, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:53:09,610 - yago11k_0.00003 - [INFO] - [E:58| 500]: Train Loss:0.001213, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:54:12,935 - yago11k_0.00003 - [INFO] - [E:58| 600]: Train Loss:0.0012138, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:54:12,936 - yago11k_0.00003 - [INFO] - [Epoch:58]: Training Loss:0.001214 + +2023-06-05 11:54:13,154 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 11:54:25,249 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 11:54:37,189 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.39369, Head : 0.22901, Avg : 0.31135 + +2023-06-05 11:54:37,189 - yago11k_0.00003 - [INFO] - [Epoch 58]: Training Loss: 0.0012138, Valid MRR: 0.3136, + + + +2023-06-05 11:54:37,845 - yago11k_0.00003 - [INFO] - [E:59| 0]: Train Loss:0.0011766, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:55:41,803 - yago11k_0.00003 - [INFO] - [E:59| 100]: Train Loss:0.0012114, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:56:46,099 - yago11k_0.00003 - [INFO] - [E:59| 200]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:57:50,351 - yago11k_0.00003 - [INFO] - [E:59| 300]: Train Loss:0.0012113, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:58:54,187 - yago11k_0.00003 - [INFO] - [E:59| 400]: Train Loss:0.0012117, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 11:59:58,066 - yago11k_0.00003 - [INFO] - [E:59| 500]: Train Loss:0.0012112, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:01:01,540 - yago11k_0.00003 - [INFO] - [E:59| 600]: Train Loss:0.0012123, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:01:01,541 - yago11k_0.00003 - [INFO] - [Epoch:59]: Training Loss:0.001212 + +2023-06-05 12:01:01,765 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 12:01:13,868 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 12:01:25,814 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.392, Head : 0.22784, Avg : 0.30992 + MR: Tail : 354.03, Head : 706.53, Avg : 530.28 + Hit-1: Tail : 0.29175, Head : 0.18436, Avg : 0.23805 + Hit-3: Tail : 0.43929, Head : 0.22451, Avg : 0.3319 + Hit-10: Tail : 0.58683, Head : 0.30397, Avg : 0.4454 +2023-06-05 12:01:25,814 - yago11k_0.00003 - [INFO] - [Epoch 59]: Training Loss: 0.0012123, Valid MRR: 0.3136, + + + +2023-06-05 12:01:26,464 - yago11k_0.00003 - [INFO] - [E:60| 0]: Train Loss:0.0011861, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:02:30,339 - yago11k_0.00003 - [INFO] - [E:60| 100]: Train Loss:0.0012069, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:03:34,265 - yago11k_0.00003 - [INFO] - [E:60| 200]: Train Loss:0.0012102, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:04:38,212 - yago11k_0.00003 - [INFO] - [E:60| 300]: Train Loss:0.0012088, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:05:42,179 - yago11k_0.00003 - [INFO] - [E:60| 400]: Train Loss:0.0012097, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:06:46,098 - yago11k_0.00003 - [INFO] - [E:60| 500]: Train Loss:0.00121, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:07:49,670 - yago11k_0.00003 - [INFO] - [E:60| 600]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:07:49,670 - yago11k_0.00003 - [INFO] - [Epoch:60]: Training Loss:0.001211 + +2023-06-05 12:07:49,886 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 12:08:01,990 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 12:08:13,938 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.39186, Head : 0.22798, Avg : 0.30992 + +2023-06-05 12:08:13,938 - yago11k_0.00003 - [INFO] - [Epoch 60]: Training Loss: 0.0012109, Valid MRR: 0.3136, + + + +2023-06-05 12:08:14,585 - yago11k_0.00003 - [INFO] - [E:61| 0]: Train Loss:0.0012064, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:09:18,521 - yago11k_0.00003 - [INFO] - [E:61| 100]: Train Loss:0.0012083, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:10:22,449 - yago11k_0.00003 - [INFO] - [E:61| 200]: Train Loss:0.0012092, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:11:26,573 - yago11k_0.00003 - [INFO] - [E:61| 300]: Train Loss:0.0012083, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:12:31,004 - yago11k_0.00003 - [INFO] - [E:61| 400]: Train Loss:0.0012091, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:13:34,908 - yago11k_0.00003 - [INFO] - [E:61| 500]: Train Loss:0.0012096, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:14:38,330 - yago11k_0.00003 - [INFO] - [E:61| 600]: Train Loss:0.00121, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:14:38,331 - yago11k_0.00003 - [INFO] - [Epoch:61]: Training Loss:0.00121 + +2023-06-05 12:14:38,552 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 12:14:50,624 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 12:15:02,573 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.39535, Head : 0.22684, Avg : 0.31109 + +2023-06-05 12:15:02,573 - yago11k_0.00003 - [INFO] - [Epoch 61]: Training Loss: 0.00121, Valid MRR: 0.3136, + + + +2023-06-05 12:15:03,220 - yago11k_0.00003 - [INFO] - [E:62| 0]: Train Loss:0.0011716, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:16:07,090 - yago11k_0.00003 - [INFO] - [E:62| 100]: Train Loss:0.0012036, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:17:10,946 - yago11k_0.00003 - [INFO] - [E:62| 200]: Train Loss:0.0012065, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:18:14,843 - yago11k_0.00003 - [INFO] - [E:62| 300]: Train Loss:0.0012068, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:19:18,878 - yago11k_0.00003 - [INFO] - [E:62| 400]: Train Loss:0.0012085, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:20:22,848 - yago11k_0.00003 - [INFO] - [E:62| 500]: Train Loss:0.0012096, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:21:26,439 - yago11k_0.00003 - [INFO] - [E:62| 600]: Train Loss:0.0012091, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:21:26,439 - yago11k_0.00003 - [INFO] - [Epoch:62]: Training Loss:0.001209 + +2023-06-05 12:21:26,654 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 12:21:38,726 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 12:21:50,688 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.39697, Head : 0.22938, Avg : 0.31317 + +2023-06-05 12:21:50,688 - yago11k_0.00003 - [INFO] - [Epoch 62]: Training Loss: 0.0012091, Valid MRR: 0.3136, + + + +2023-06-05 12:21:51,357 - yago11k_0.00003 - [INFO] - [E:63| 0]: Train Loss:0.0011999, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:22:55,407 - yago11k_0.00003 - [INFO] - [E:63| 100]: Train Loss:0.001207, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:23:59,322 - yago11k_0.00003 - [INFO] - [E:63| 200]: Train Loss:0.0012067, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:25:03,245 - yago11k_0.00003 - [INFO] - [E:63| 300]: Train Loss:0.0012054, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:26:07,190 - yago11k_0.00003 - [INFO] - [E:63| 400]: Train Loss:0.0012065, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:27:11,664 - yago11k_0.00003 - [INFO] - [E:63| 500]: Train Loss:0.0012066, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:28:15,314 - yago11k_0.00003 - [INFO] - [E:63| 600]: Train Loss:0.0012072, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:28:15,314 - yago11k_0.00003 - [INFO] - [Epoch:63]: Training Loss:0.001207 + +2023-06-05 12:28:15,532 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 12:28:27,618 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 12:28:39,541 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.39835, Head : 0.22794, Avg : 0.31315 + +2023-06-05 12:28:39,541 - yago11k_0.00003 - [INFO] - [Epoch 63]: Training Loss: 0.0012072, Valid MRR: 0.3136, + + + +2023-06-05 12:28:40,191 - yago11k_0.00003 - [INFO] - [E:64| 0]: Train Loss:0.0011873, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:29:44,059 - yago11k_0.00003 - [INFO] - [E:64| 100]: Train Loss:0.0012006, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:30:47,956 - yago11k_0.00003 - [INFO] - [E:64| 200]: Train Loss:0.0012016, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:31:51,843 - yago11k_0.00003 - [INFO] - [E:64| 300]: Train Loss:0.0012032, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:32:55,676 - yago11k_0.00003 - [INFO] - [E:64| 400]: Train Loss:0.0012048, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:33:59,543 - yago11k_0.00003 - [INFO] - [E:64| 500]: Train Loss:0.0012051, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:35:03,071 - yago11k_0.00003 - [INFO] - [E:64| 600]: Train Loss:0.001206, Val MRR:0.3136, yago11k_0.00003 +2023-06-05 12:35:03,072 - yago11k_0.00003 - [INFO] - [Epoch:64]: Training Loss:0.001206 + +2023-06-05 12:35:03,287 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 12:35:15,404 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 12:35:27,349 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.40286, Head : 0.22812, Avg : 0.31549 + +2023-06-05 12:35:28,819 - yago11k_0.00003 - [INFO] - [Epoch 64]: Training Loss: 0.001206, Valid MRR: 0.31549, + + + +2023-06-05 12:35:29,471 - yago11k_0.00003 - [INFO] - [E:65| 0]: Train Loss:0.0012184, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:36:33,311 - yago11k_0.00003 - [INFO] - [E:65| 100]: Train Loss:0.0012021, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:37:37,221 - yago11k_0.00003 - [INFO] - [E:65| 200]: Train Loss:0.0012018, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:38:41,101 - yago11k_0.00003 - [INFO] - [E:65| 300]: Train Loss:0.0012018, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:39:44,975 - yago11k_0.00003 - [INFO] - [E:65| 400]: Train Loss:0.0012027, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:40:48,863 - yago11k_0.00003 - [INFO] - [E:65| 500]: Train Loss:0.0012036, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:41:52,644 - yago11k_0.00003 - [INFO] - [E:65| 600]: Train Loss:0.0012046, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:41:52,645 - yago11k_0.00003 - [INFO] - [Epoch:65]: Training Loss:0.001205 + +2023-06-05 12:41:52,865 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 12:42:05,017 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 12:42:17,039 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.39938, Head : 0.22681, Avg : 0.3131 + +2023-06-05 12:42:17,039 - yago11k_0.00003 - [INFO] - [Epoch 65]: Training Loss: 0.0012046, Valid MRR: 0.31549, + + + +2023-06-05 12:42:17,689 - yago11k_0.00003 - [INFO] - [E:66| 0]: Train Loss:0.0012322, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:43:21,772 - yago11k_0.00003 - [INFO] - [E:66| 100]: Train Loss:0.0012032, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:44:25,568 - yago11k_0.00003 - [INFO] - [E:66| 200]: Train Loss:0.001201, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:45:29,475 - yago11k_0.00003 - [INFO] - [E:66| 300]: Train Loss:0.0012024, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:46:33,345 - yago11k_0.00003 - [INFO] - [E:66| 400]: Train Loss:0.0012035, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:47:37,189 - yago11k_0.00003 - [INFO] - [E:66| 500]: Train Loss:0.001203, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:48:40,617 - yago11k_0.00003 - [INFO] - [E:66| 600]: Train Loss:0.0012036, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:48:40,617 - yago11k_0.00003 - [INFO] - [Epoch:66]: Training Loss:0.001204 + +2023-06-05 12:48:40,836 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 12:48:52,903 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 12:49:04,837 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.39836, Head : 0.22642, Avg : 0.31239 + +2023-06-05 12:49:04,837 - yago11k_0.00003 - [INFO] - [Epoch 66]: Training Loss: 0.0012036, Valid MRR: 0.31549, + + + +2023-06-05 12:49:05,499 - yago11k_0.00003 - [INFO] - [E:67| 0]: Train Loss:0.001199, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:50:09,441 - yago11k_0.00003 - [INFO] - [E:67| 100]: Train Loss:0.0012016, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:51:13,342 - yago11k_0.00003 - [INFO] - [E:67| 200]: Train Loss:0.0011994, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:52:17,234 - yago11k_0.00003 - [INFO] - [E:67| 300]: Train Loss:0.0012003, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:53:21,033 - yago11k_0.00003 - [INFO] - [E:67| 400]: Train Loss:0.0012013, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:54:24,934 - yago11k_0.00003 - [INFO] - [E:67| 500]: Train Loss:0.0012013, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:55:28,427 - yago11k_0.00003 - [INFO] - [E:67| 600]: Train Loss:0.0012018, Val MRR:0.31549, yago11k_0.00003 +2023-06-05 12:55:28,428 - yago11k_0.00003 - [INFO] - [Epoch:67]: Training Loss:0.001202 + +2023-06-05 12:55:28,642 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 12:55:40,741 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 12:55:52,696 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.40422, Head : 0.22771, Avg : 0.31596 + +2023-06-05 12:55:54,013 - yago11k_0.00003 - [INFO] - [Epoch 67]: Training Loss: 0.0012018, Valid MRR: 0.31596, + + + +2023-06-05 12:55:54,675 - yago11k_0.00003 - [INFO] - [E:68| 0]: Train Loss:0.0012064, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 12:56:58,878 - yago11k_0.00003 - [INFO] - [E:68| 100]: Train Loss:0.0012033, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 12:58:03,146 - yago11k_0.00003 - [INFO] - [E:68| 200]: Train Loss:0.0012019, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 12:59:07,057 - yago11k_0.00003 - [INFO] - [E:68| 300]: Train Loss:0.0012006, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:00:10,887 - yago11k_0.00003 - [INFO] - [E:68| 400]: Train Loss:0.0012007, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:01:14,839 - yago11k_0.00003 - [INFO] - [E:68| 500]: Train Loss:0.0012008, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:02:32,421 - yago11k_0.00003 - [INFO] - [E:68| 600]: Train Loss:0.001201, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:02:32,421 - yago11k_0.00003 - [INFO] - [Epoch:68]: Training Loss:0.001201 + +2023-06-05 13:02:32,884 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 13:02:58,563 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 13:03:23,818 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.40065, Head : 0.2272, Avg : 0.31392 + +2023-06-05 13:03:23,818 - yago11k_0.00003 - [INFO] - [Epoch 68]: Training Loss: 0.001201, Valid MRR: 0.31596, + + + +2023-06-05 13:03:25,128 - yago11k_0.00003 - [INFO] - [E:69| 0]: Train Loss:0.0011961, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:05:28,850 - yago11k_0.00003 - [INFO] - [E:69| 100]: Train Loss:0.0012019, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:06:32,670 - yago11k_0.00003 - [INFO] - [E:69| 200]: Train Loss:0.0012007, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:07:36,523 - yago11k_0.00003 - [INFO] - [E:69| 300]: Train Loss:0.0012001, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:08:40,336 - yago11k_0.00003 - [INFO] - [E:69| 400]: Train Loss:0.0012, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:09:44,066 - yago11k_0.00003 - [INFO] - [E:69| 500]: Train Loss:0.0011999, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:10:47,411 - yago11k_0.00003 - [INFO] - [E:69| 600]: Train Loss:0.0012, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:10:47,411 - yago11k_0.00003 - [INFO] - [Epoch:69]: Training Loss:0.0012 + +2023-06-05 13:10:47,630 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 13:10:59,710 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 13:11:11,642 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.40045, Head : 0.22889, Avg : 0.31467 + MR: Tail : 344.23, Head : 715.03, Avg : 529.63 + Hit-1: Tail : 0.30606, Head : 0.18436, Avg : 0.24521 + Hit-3: Tail : 0.44179, Head : 0.22367, Avg : 0.33273 + Hit-10: Tail : 0.58627, Head : 0.3137, Avg : 0.44999 +2023-06-05 13:11:11,642 - yago11k_0.00003 - [INFO] - [Epoch 69]: Training Loss: 0.0012, Valid MRR: 0.31596, + + + +2023-06-05 13:11:12,284 - yago11k_0.00003 - [INFO] - [E:70| 0]: Train Loss:0.0011976, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:12:15,940 - yago11k_0.00003 - [INFO] - [E:70| 100]: Train Loss:0.0011971, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:13:19,461 - yago11k_0.00003 - [INFO] - [E:70| 200]: Train Loss:0.0011956, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:14:23,314 - yago11k_0.00003 - [INFO] - [E:70| 300]: Train Loss:0.0011963, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:15:27,071 - yago11k_0.00003 - [INFO] - [E:70| 400]: Train Loss:0.0011973, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:16:30,823 - yago11k_0.00003 - [INFO] - [E:70| 500]: Train Loss:0.0011979, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:17:34,241 - yago11k_0.00003 - [INFO] - [E:70| 600]: Train Loss:0.0011985, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:17:34,241 - yago11k_0.00003 - [INFO] - [Epoch:70]: Training Loss:0.001199 + +2023-06-05 13:17:34,460 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 13:17:46,539 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 13:17:58,468 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.40083, Head : 0.22728, Avg : 0.31405 + +2023-06-05 13:17:58,468 - yago11k_0.00003 - [INFO] - [Epoch 70]: Training Loss: 0.0011985, Valid MRR: 0.31596, + + + +2023-06-05 13:17:59,116 - yago11k_0.00003 - [INFO] - [E:71| 0]: Train Loss:0.0012435, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:19:02,917 - yago11k_0.00003 - [INFO] - [E:71| 100]: Train Loss:0.0011994, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:20:06,791 - yago11k_0.00003 - [INFO] - [E:71| 200]: Train Loss:0.0011967, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:21:10,604 - yago11k_0.00003 - [INFO] - [E:71| 300]: Train Loss:0.0011964, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:22:14,480 - yago11k_0.00003 - [INFO] - [E:71| 400]: Train Loss:0.0011982, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:23:18,336 - yago11k_0.00003 - [INFO] - [E:71| 500]: Train Loss:0.0011984, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:24:21,696 - yago11k_0.00003 - [INFO] - [E:71| 600]: Train Loss:0.0011974, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:24:21,696 - yago11k_0.00003 - [INFO] - [Epoch:71]: Training Loss:0.001197 + +2023-06-05 13:24:21,912 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 13:24:33,998 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 13:24:45,920 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.40112, Head : 0.22891, Avg : 0.31502 + +2023-06-05 13:24:45,920 - yago11k_0.00003 - [INFO] - [Epoch 71]: Training Loss: 0.0011974, Valid MRR: 0.31596, + + + +2023-06-05 13:24:46,565 - yago11k_0.00003 - [INFO] - [E:72| 0]: Train Loss:0.0012092, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:25:50,418 - yago11k_0.00003 - [INFO] - [E:72| 100]: Train Loss:0.001195, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:26:54,231 - yago11k_0.00003 - [INFO] - [E:72| 200]: Train Loss:0.0011939, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:27:58,438 - yago11k_0.00003 - [INFO] - [E:72| 300]: Train Loss:0.0011949, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:29:02,680 - yago11k_0.00003 - [INFO] - [E:72| 400]: Train Loss:0.0011951, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:30:06,510 - yago11k_0.00003 - [INFO] - [E:72| 500]: Train Loss:0.0011959, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:31:09,894 - yago11k_0.00003 - [INFO] - [E:72| 600]: Train Loss:0.0011965, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:31:09,895 - yago11k_0.00003 - [INFO] - [Epoch:72]: Training Loss:0.001197 + +2023-06-05 13:31:10,109 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 13:31:22,189 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 13:31:34,121 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.40062, Head : 0.22816, Avg : 0.31439 + +2023-06-05 13:31:34,121 - yago11k_0.00003 - [INFO] - [Epoch 72]: Training Loss: 0.0011965, Valid MRR: 0.31596, + + + +2023-06-05 13:31:34,766 - yago11k_0.00003 - [INFO] - [E:73| 0]: Train Loss:0.0011823, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:32:38,624 - yago11k_0.00003 - [INFO] - [E:73| 100]: Train Loss:0.0011911, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:33:42,409 - yago11k_0.00003 - [INFO] - [E:73| 200]: Train Loss:0.0011942, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:34:46,253 - yago11k_0.00003 - [INFO] - [E:73| 300]: Train Loss:0.0011951, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:35:50,170 - yago11k_0.00003 - [INFO] - [E:73| 400]: Train Loss:0.0011954, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:36:54,043 - yago11k_0.00003 - [INFO] - [E:73| 500]: Train Loss:0.0011952, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:37:57,384 - yago11k_0.00003 - [INFO] - [E:73| 600]: Train Loss:0.0011957, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:37:57,384 - yago11k_0.00003 - [INFO] - [Epoch:73]: Training Loss:0.001196 + +2023-06-05 13:37:57,602 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 13:38:09,694 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 13:38:21,618 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.4, Head : 0.22817, Avg : 0.31408 + +2023-06-05 13:38:21,619 - yago11k_0.00003 - [INFO] - [Epoch 73]: Training Loss: 0.0011957, Valid MRR: 0.31596, + + + +2023-06-05 13:38:22,275 - yago11k_0.00003 - [INFO] - [E:74| 0]: Train Loss:0.0011838, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:39:26,151 - yago11k_0.00003 - [INFO] - [E:74| 100]: Train Loss:0.0011972, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:40:30,078 - yago11k_0.00003 - [INFO] - [E:74| 200]: Train Loss:0.0011954, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:41:33,964 - yago11k_0.00003 - [INFO] - [E:74| 300]: Train Loss:0.0011942, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:42:38,084 - yago11k_0.00003 - [INFO] - [E:74| 400]: Train Loss:0.0011941, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:43:42,493 - yago11k_0.00003 - [INFO] - [E:74| 500]: Train Loss:0.0011942, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:44:45,856 - yago11k_0.00003 - [INFO] - [E:74| 600]: Train Loss:0.0011945, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:44:45,856 - yago11k_0.00003 - [INFO] - [Epoch:74]: Training Loss:0.001195 + +2023-06-05 13:44:46,071 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 13:44:58,145 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 13:45:10,082 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.39635, Head : 0.22756, Avg : 0.31196 + +2023-06-05 13:45:10,083 - yago11k_0.00003 - [INFO] - [Epoch 74]: Training Loss: 0.0011945, Valid MRR: 0.31596, + + + +2023-06-05 13:45:10,724 - yago11k_0.00003 - [INFO] - [E:75| 0]: Train Loss:0.001197, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:46:14,546 - yago11k_0.00003 - [INFO] - [E:75| 100]: Train Loss:0.0011874, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:47:18,437 - yago11k_0.00003 - [INFO] - [E:75| 200]: Train Loss:0.0011908, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:48:22,246 - yago11k_0.00003 - [INFO] - [E:75| 300]: Train Loss:0.0011915, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:49:26,092 - yago11k_0.00003 - [INFO] - [E:75| 400]: Train Loss:0.0011928, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:50:29,997 - yago11k_0.00003 - [INFO] - [E:75| 500]: Train Loss:0.0011931, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:51:33,465 - yago11k_0.00003 - [INFO] - [E:75| 600]: Train Loss:0.0011935, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:51:33,465 - yago11k_0.00003 - [INFO] - [Epoch:75]: Training Loss:0.001193 + +2023-06-05 13:51:33,681 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 13:51:45,764 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 13:51:57,712 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.40335, Head : 0.22704, Avg : 0.31519 + +2023-06-05 13:51:57,713 - yago11k_0.00003 - [INFO] - [Epoch 75]: Training Loss: 0.0011935, Valid MRR: 0.31596, + + + +2023-06-05 13:51:58,362 - yago11k_0.00003 - [INFO] - [E:76| 0]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:53:02,297 - yago11k_0.00003 - [INFO] - [E:76| 100]: Train Loss:0.0011907, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:54:06,182 - yago11k_0.00003 - [INFO] - [E:76| 200]: Train Loss:0.0011893, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:55:10,066 - yago11k_0.00003 - [INFO] - [E:76| 300]: Train Loss:0.0011908, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:56:13,922 - yago11k_0.00003 - [INFO] - [E:76| 400]: Train Loss:0.0011902, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:57:17,820 - yago11k_0.00003 - [INFO] - [E:76| 500]: Train Loss:0.0011919, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:58:21,845 - yago11k_0.00003 - [INFO] - [E:76| 600]: Train Loss:0.001192, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:58:21,846 - yago11k_0.00003 - [INFO] - [Epoch:76]: Training Loss:0.001192 + +2023-06-05 13:58:22,069 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 13:58:34,223 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 13:58:46,234 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.39897, Head : 0.22838, Avg : 0.31367 + +2023-06-05 13:58:46,234 - yago11k_0.00003 - [INFO] - [Epoch 76]: Training Loss: 0.001192, Valid MRR: 0.31596, + + + +2023-06-05 13:58:46,889 - yago11k_0.00003 - [INFO] - [E:77| 0]: Train Loss:0.001173, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 13:59:50,749 - yago11k_0.00003 - [INFO] - [E:77| 100]: Train Loss:0.0011906, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:00:54,569 - yago11k_0.00003 - [INFO] - [E:77| 200]: Train Loss:0.001192, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:01:58,474 - yago11k_0.00003 - [INFO] - [E:77| 300]: Train Loss:0.0011906, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:03:02,177 - yago11k_0.00003 - [INFO] - [E:77| 400]: Train Loss:0.0011906, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:04:05,874 - yago11k_0.00003 - [INFO] - [E:77| 500]: Train Loss:0.0011906, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:05:09,201 - yago11k_0.00003 - [INFO] - [E:77| 600]: Train Loss:0.0011909, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:05:09,201 - yago11k_0.00003 - [INFO] - [Epoch:77]: Training Loss:0.001191 + +2023-06-05 14:05:09,419 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 14:05:21,473 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 14:05:33,387 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.39905, Head : 0.22751, Avg : 0.31328 + +2023-06-05 14:05:33,388 - yago11k_0.00003 - [INFO] - [Epoch 77]: Training Loss: 0.0011909, Valid MRR: 0.31596, + + + +2023-06-05 14:05:34,030 - yago11k_0.00003 - [INFO] - [E:78| 0]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:06:37,881 - yago11k_0.00003 - [INFO] - [E:78| 100]: Train Loss:0.001189, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:07:41,619 - yago11k_0.00003 - [INFO] - [E:78| 200]: Train Loss:0.0011893, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:08:45,377 - yago11k_0.00003 - [INFO] - [E:78| 300]: Train Loss:0.0011893, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:09:49,181 - yago11k_0.00003 - [INFO] - [E:78| 400]: Train Loss:0.0011886, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:10:52,925 - yago11k_0.00003 - [INFO] - [E:78| 500]: Train Loss:0.001189, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:11:56,181 - yago11k_0.00003 - [INFO] - [E:78| 600]: Train Loss:0.0011897, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:11:56,182 - yago11k_0.00003 - [INFO] - [Epoch:78]: Training Loss:0.00119 + +2023-06-05 14:11:56,398 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 14:12:08,450 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 14:12:20,307 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.40425, Head : 0.22682, Avg : 0.31554 + +2023-06-05 14:12:20,307 - yago11k_0.00003 - [INFO] - [Epoch 78]: Training Loss: 0.0011897, Valid MRR: 0.31596, + + + +2023-06-05 14:12:20,955 - yago11k_0.00003 - [INFO] - [E:79| 0]: Train Loss:0.0011527, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:13:24,514 - yago11k_0.00003 - [INFO] - [E:79| 100]: Train Loss:0.0011872, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:14:28,055 - yago11k_0.00003 - [INFO] - [E:79| 200]: Train Loss:0.0011869, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:15:31,776 - yago11k_0.00003 - [INFO] - [E:79| 300]: Train Loss:0.0011868, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:16:35,410 - yago11k_0.00003 - [INFO] - [E:79| 400]: Train Loss:0.0011875, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:17:39,078 - yago11k_0.00003 - [INFO] - [E:79| 500]: Train Loss:0.0011883, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:18:42,405 - yago11k_0.00003 - [INFO] - [E:79| 600]: Train Loss:0.0011892, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:18:42,405 - yago11k_0.00003 - [INFO] - [Epoch:79]: Training Loss:0.001189 + +2023-06-05 14:18:42,624 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 14:18:54,680 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 14:19:06,597 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.4029, Head : 0.2269, Avg : 0.3149 + MR: Tail : 375.37, Head : 730.02, Avg : 552.7 + Hit-1: Tail : 0.31023, Head : 0.18255, Avg : 0.24639 + Hit-3: Tail : 0.44776, Head : 0.22256, Avg : 0.33516 + Hit-10: Tail : 0.58488, Head : 0.31245, Avg : 0.44867 +2023-06-05 14:19:06,598 - yago11k_0.00003 - [INFO] - [Epoch 79]: Training Loss: 0.0011892, Valid MRR: 0.31596, + + + +2023-06-05 14:19:07,236 - yago11k_0.00003 - [INFO] - [E:80| 0]: Train Loss:0.0011636, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:20:10,989 - yago11k_0.00003 - [INFO] - [E:80| 100]: Train Loss:0.0011856, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:21:14,710 - yago11k_0.00003 - [INFO] - [E:80| 200]: Train Loss:0.001185, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:22:18,395 - yago11k_0.00003 - [INFO] - [E:80| 300]: Train Loss:0.0011869, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:23:22,066 - yago11k_0.00003 - [INFO] - [E:80| 400]: Train Loss:0.0011879, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:24:25,811 - yago11k_0.00003 - [INFO] - [E:80| 500]: Train Loss:0.0011878, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:25:29,106 - yago11k_0.00003 - [INFO] - [E:80| 600]: Train Loss:0.0011883, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:25:29,106 - yago11k_0.00003 - [INFO] - [Epoch:80]: Training Loss:0.001188 + +2023-06-05 14:25:29,327 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 14:25:41,394 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 14:25:53,308 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.4, Head : 0.22799, Avg : 0.31399 + +2023-06-05 14:25:53,308 - yago11k_0.00003 - [INFO] - [Epoch 80]: Training Loss: 0.0011883, Valid MRR: 0.31596, + + + +2023-06-05 14:25:53,962 - yago11k_0.00003 - [INFO] - [E:81| 0]: Train Loss:0.0011849, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:26:57,684 - yago11k_0.00003 - [INFO] - [E:81| 100]: Train Loss:0.0011845, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:28:01,382 - yago11k_0.00003 - [INFO] - [E:81| 200]: Train Loss:0.0011847, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:29:04,998 - yago11k_0.00003 - [INFO] - [E:81| 300]: Train Loss:0.0011853, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:30:08,524 - yago11k_0.00003 - [INFO] - [E:81| 400]: Train Loss:0.0011857, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:31:12,227 - yago11k_0.00003 - [INFO] - [E:81| 500]: Train Loss:0.0011861, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:32:15,483 - yago11k_0.00003 - [INFO] - [E:81| 600]: Train Loss:0.0011864, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:32:15,484 - yago11k_0.00003 - [INFO] - [Epoch:81]: Training Loss:0.001186 + +2023-06-05 14:32:15,700 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 14:32:27,745 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 14:32:39,630 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.40113, Head : 0.2284, Avg : 0.31477 + +2023-06-05 14:32:39,630 - yago11k_0.00003 - [INFO] - [Epoch 81]: Training Loss: 0.0011864, Valid MRR: 0.31596, + + + +2023-06-05 14:32:40,277 - yago11k_0.00003 - [INFO] - [E:82| 0]: Train Loss:0.00119, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:33:43,891 - yago11k_0.00003 - [INFO] - [E:82| 100]: Train Loss:0.0011823, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:34:47,530 - yago11k_0.00003 - [INFO] - [E:82| 200]: Train Loss:0.0011836, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:35:51,235 - yago11k_0.00003 - [INFO] - [E:82| 300]: Train Loss:0.0011843, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:36:54,877 - yago11k_0.00003 - [INFO] - [E:82| 400]: Train Loss:0.0011848, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:37:58,634 - yago11k_0.00003 - [INFO] - [E:82| 500]: Train Loss:0.0011858, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:39:01,973 - yago11k_0.00003 - [INFO] - [E:82| 600]: Train Loss:0.0011858, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:39:01,974 - yago11k_0.00003 - [INFO] - [Epoch:82]: Training Loss:0.001186 + +2023-06-05 14:39:02,189 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 14:39:14,270 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 14:39:26,218 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.40027, Head : 0.2282, Avg : 0.31424 + +2023-06-05 14:39:26,218 - yago11k_0.00003 - [INFO] - [Epoch 82]: Training Loss: 0.0011858, Valid MRR: 0.31596, + + + +2023-06-05 14:39:26,868 - yago11k_0.00003 - [INFO] - [E:83| 0]: Train Loss:0.0012022, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:40:33,922 - yago11k_0.00003 - [INFO] - [E:83| 100]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:41:37,702 - yago11k_0.00003 - [INFO] - [E:83| 200]: Train Loss:0.0011827, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:43:02,190 - yago11k_0.00003 - [INFO] - [E:83| 300]: Train Loss:0.0011819, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:44:05,826 - yago11k_0.00003 - [INFO] - [E:83| 400]: Train Loss:0.0011828, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:45:09,310 - yago11k_0.00003 - [INFO] - [E:83| 500]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:46:19,125 - yago11k_0.00003 - [INFO] - [E:83| 600]: Train Loss:0.0011846, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:46:19,126 - yago11k_0.00003 - [INFO] - [Epoch:83]: Training Loss:0.001185 + +2023-06-05 14:46:19,344 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 14:46:31,392 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 14:46:43,281 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.40268, Head : 0.22728, Avg : 0.31498 + +2023-06-05 14:46:43,281 - yago11k_0.00003 - [INFO] - [Epoch 83]: Training Loss: 0.0011846, Valid MRR: 0.31596, + + + +2023-06-05 14:46:43,932 - yago11k_0.00003 - [INFO] - [E:84| 0]: Train Loss:0.0011589, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:47:47,637 - yago11k_0.00003 - [INFO] - [E:84| 100]: Train Loss:0.0011794, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:48:51,440 - yago11k_0.00003 - [INFO] - [E:84| 200]: Train Loss:0.0011803, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:49:55,197 - yago11k_0.00003 - [INFO] - [E:84| 300]: Train Loss:0.0011809, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:50:58,983 - yago11k_0.00003 - [INFO] - [E:84| 400]: Train Loss:0.0011829, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:52:02,789 - yago11k_0.00003 - [INFO] - [E:84| 500]: Train Loss:0.001183, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:53:06,097 - yago11k_0.00003 - [INFO] - [E:84| 600]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:53:06,098 - yago11k_0.00003 - [INFO] - [Epoch:84]: Training Loss:0.001184 + +2023-06-05 14:53:06,313 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 14:53:18,385 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 14:53:30,325 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.40285, Head : 0.22687, Avg : 0.31486 + +2023-06-05 14:53:30,325 - yago11k_0.00003 - [INFO] - [Epoch 84]: Training Loss: 0.0011839, Valid MRR: 0.31596, + + + +2023-06-05 14:53:30,970 - yago11k_0.00003 - [INFO] - [E:85| 0]: Train Loss:0.001195, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:54:34,778 - yago11k_0.00003 - [INFO] - [E:85| 100]: Train Loss:0.001181, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:55:38,578 - yago11k_0.00003 - [INFO] - [E:85| 200]: Train Loss:0.0011809, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:56:42,401 - yago11k_0.00003 - [INFO] - [E:85| 300]: Train Loss:0.0011813, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:57:46,155 - yago11k_0.00003 - [INFO] - [E:85| 400]: Train Loss:0.0011821, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:58:50,023 - yago11k_0.00003 - [INFO] - [E:85| 500]: Train Loss:0.0011825, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:59:53,777 - yago11k_0.00003 - [INFO] - [E:85| 600]: Train Loss:0.001183, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 14:59:53,778 - yago11k_0.00003 - [INFO] - [Epoch:85]: Training Loss:0.001183 + +2023-06-05 14:59:54,000 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 15:00:06,161 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 15:00:18,174 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.39987, Head : 0.22867, Avg : 0.31427 + +2023-06-05 15:00:18,174 - yago11k_0.00003 - [INFO] - [Epoch 85]: Training Loss: 0.001183, Valid MRR: 0.31596, + + + +2023-06-05 15:00:18,829 - yago11k_0.00003 - [INFO] - [E:86| 0]: Train Loss:0.0011918, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 15:01:23,019 - yago11k_0.00003 - [INFO] - [E:86| 100]: Train Loss:0.0011785, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 15:02:26,818 - yago11k_0.00003 - [INFO] - [E:86| 200]: Train Loss:0.0011798, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 15:03:30,613 - yago11k_0.00003 - [INFO] - [E:86| 300]: Train Loss:0.0011805, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 15:04:34,445 - yago11k_0.00003 - [INFO] - [E:86| 400]: Train Loss:0.0011816, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 15:05:38,335 - yago11k_0.00003 - [INFO] - [E:86| 500]: Train Loss:0.0011817, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 15:06:41,825 - yago11k_0.00003 - [INFO] - [E:86| 600]: Train Loss:0.0011818, Val MRR:0.31596, yago11k_0.00003 +2023-06-05 15:06:41,825 - yago11k_0.00003 - [INFO] - [Epoch:86]: Training Loss:0.001182 + +2023-06-05 15:06:42,044 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 15:06:54,124 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 15:07:06,053 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.4054, Head : 0.2281, Avg : 0.31675 + +2023-06-05 15:07:07,393 - yago11k_0.00003 - [INFO] - [Epoch 86]: Training Loss: 0.0011818, Valid MRR: 0.31675, + + + +2023-06-05 15:07:08,059 - yago11k_0.00003 - [INFO] - [E:87| 0]: Train Loss:0.0011669, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:08:11,968 - yago11k_0.00003 - [INFO] - [E:87| 100]: Train Loss:0.0011799, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:09:15,901 - yago11k_0.00003 - [INFO] - [E:87| 200]: Train Loss:0.0011784, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:10:19,872 - yago11k_0.00003 - [INFO] - [E:87| 300]: Train Loss:0.0011789, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:11:23,816 - yago11k_0.00003 - [INFO] - [E:87| 400]: Train Loss:0.0011794, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:12:27,701 - yago11k_0.00003 - [INFO] - [E:87| 500]: Train Loss:0.0011799, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:13:31,184 - yago11k_0.00003 - [INFO] - [E:87| 600]: Train Loss:0.0011805, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:13:31,184 - yago11k_0.00003 - [INFO] - [Epoch:87]: Training Loss:0.001181 + +2023-06-05 15:13:31,399 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 15:13:43,477 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 15:13:55,404 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.4009, Head : 0.22962, Avg : 0.31526 + +2023-06-05 15:13:55,404 - yago11k_0.00003 - [INFO] - [Epoch 87]: Training Loss: 0.0011805, Valid MRR: 0.31675, + + + +2023-06-05 15:13:56,044 - yago11k_0.00003 - [INFO] - [E:88| 0]: Train Loss:0.0011683, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:15:00,191 - yago11k_0.00003 - [INFO] - [E:88| 100]: Train Loss:0.0011766, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:16:04,571 - yago11k_0.00003 - [INFO] - [E:88| 200]: Train Loss:0.0011761, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:17:08,397 - yago11k_0.00003 - [INFO] - [E:88| 300]: Train Loss:0.0011774, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:18:12,073 - yago11k_0.00003 - [INFO] - [E:88| 400]: Train Loss:0.0011776, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:19:15,919 - yago11k_0.00003 - [INFO] - [E:88| 500]: Train Loss:0.0011777, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:20:19,277 - yago11k_0.00003 - [INFO] - [E:88| 600]: Train Loss:0.0011793, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:20:19,278 - yago11k_0.00003 - [INFO] - [Epoch:88]: Training Loss:0.001179 + +2023-06-05 15:20:19,497 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 15:20:31,556 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 15:20:43,479 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.39947, Head : 0.22882, Avg : 0.31414 + +2023-06-05 15:20:43,480 - yago11k_0.00003 - [INFO] - [Epoch 88]: Training Loss: 0.0011793, Valid MRR: 0.31675, + + + +2023-06-05 15:20:44,134 - yago11k_0.00003 - [INFO] - [E:89| 0]: Train Loss:0.0011668, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:21:47,963 - yago11k_0.00003 - [INFO] - [E:89| 100]: Train Loss:0.0011738, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:22:51,916 - yago11k_0.00003 - [INFO] - [E:89| 200]: Train Loss:0.0011751, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:23:55,732 - yago11k_0.00003 - [INFO] - [E:89| 300]: Train Loss:0.0011764, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:24:59,472 - yago11k_0.00003 - [INFO] - [E:89| 400]: Train Loss:0.0011772, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:26:03,261 - yago11k_0.00003 - [INFO] - [E:89| 500]: Train Loss:0.0011777, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:27:06,605 - yago11k_0.00003 - [INFO] - [E:89| 600]: Train Loss:0.0011783, Val MRR:0.31675, yago11k_0.00003 +2023-06-05 15:27:06,606 - yago11k_0.00003 - [INFO] - [Epoch:89]: Training Loss:0.001178 + +2023-06-05 15:27:06,824 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 15:27:18,890 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 15:27:30,833 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.40456, Head : 0.2301, Avg : 0.31733 + MR: Tail : 415.07, Head : 756.23, Avg : 585.65 + Hit-1: Tail : 0.30967, Head : 0.18602, Avg : 0.24785 + Hit-3: Tail : 0.45221, Head : 0.22673, Avg : 0.33947 + Hit-10: Tail : 0.58739, Head : 0.31134, Avg : 0.44936 +2023-06-05 15:27:32,021 - yago11k_0.00003 - [INFO] - [Epoch 89]: Training Loss: 0.0011783, Valid MRR: 0.31733, + + + +2023-06-05 15:27:32,671 - yago11k_0.00003 - [INFO] - [E:90| 0]: Train Loss:0.0011434, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:28:36,388 - yago11k_0.00003 - [INFO] - [E:90| 100]: Train Loss:0.0011741, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:29:40,177 - yago11k_0.00003 - [INFO] - [E:90| 200]: Train Loss:0.001175, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:30:43,790 - yago11k_0.00003 - [INFO] - [E:90| 300]: Train Loss:0.001176, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:31:47,392 - yago11k_0.00003 - [INFO] - [E:90| 400]: Train Loss:0.0011771, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:32:51,042 - yago11k_0.00003 - [INFO] - [E:90| 500]: Train Loss:0.0011778, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:33:54,357 - yago11k_0.00003 - [INFO] - [E:90| 600]: Train Loss:0.0011775, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:33:54,357 - yago11k_0.00003 - [INFO] - [Epoch:90]: Training Loss:0.001178 + +2023-06-05 15:33:54,576 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 15:34:06,625 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 15:34:18,548 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.39993, Head : 0.22922, Avg : 0.31458 + +2023-06-05 15:34:18,548 - yago11k_0.00003 - [INFO] - [Epoch 90]: Training Loss: 0.0011775, Valid MRR: 0.31733, + + + +2023-06-05 15:34:19,200 - yago11k_0.00003 - [INFO] - [E:91| 0]: Train Loss:0.0011807, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:35:22,831 - yago11k_0.00003 - [INFO] - [E:91| 100]: Train Loss:0.0011749, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:36:26,543 - yago11k_0.00003 - [INFO] - [E:91| 200]: Train Loss:0.0011768, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:37:30,284 - yago11k_0.00003 - [INFO] - [E:91| 300]: Train Loss:0.0011763, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:38:34,057 - yago11k_0.00003 - [INFO] - [E:91| 400]: Train Loss:0.0011758, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:39:37,841 - yago11k_0.00003 - [INFO] - [E:91| 500]: Train Loss:0.0011763, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:40:41,074 - yago11k_0.00003 - [INFO] - [E:91| 600]: Train Loss:0.0011767, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:40:41,074 - yago11k_0.00003 - [INFO] - [Epoch:91]: Training Loss:0.001177 + +2023-06-05 15:40:41,290 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 15:40:53,356 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 15:41:05,283 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.40358, Head : 0.22877, Avg : 0.31617 + +2023-06-05 15:41:05,283 - yago11k_0.00003 - [INFO] - [Epoch 91]: Training Loss: 0.0011767, Valid MRR: 0.31733, + + + +2023-06-05 15:41:05,930 - yago11k_0.00003 - [INFO] - [E:92| 0]: Train Loss:0.0011641, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:42:09,760 - yago11k_0.00003 - [INFO] - [E:92| 100]: Train Loss:0.0011736, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:43:13,646 - yago11k_0.00003 - [INFO] - [E:92| 200]: Train Loss:0.0011746, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:44:17,518 - yago11k_0.00003 - [INFO] - [E:92| 300]: Train Loss:0.0011754, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:45:21,361 - yago11k_0.00003 - [INFO] - [E:92| 400]: Train Loss:0.0011754, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:46:25,098 - yago11k_0.00003 - [INFO] - [E:92| 500]: Train Loss:0.0011754, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:47:28,319 - yago11k_0.00003 - [INFO] - [E:92| 600]: Train Loss:0.0011754, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:47:28,320 - yago11k_0.00003 - [INFO] - [Epoch:92]: Training Loss:0.001175 + +2023-06-05 15:47:28,535 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 15:47:40,610 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 15:47:52,813 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.40241, Head : 0.22913, Avg : 0.31577 + +2023-06-05 15:47:52,813 - yago11k_0.00003 - [INFO] - [Epoch 92]: Training Loss: 0.0011754, Valid MRR: 0.31733, + + + +2023-06-05 15:47:53,596 - yago11k_0.00003 - [INFO] - [E:93| 0]: Train Loss:0.0011764, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:49:07,338 - yago11k_0.00003 - [INFO] - [E:93| 100]: Train Loss:0.0011746, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:50:11,155 - yago11k_0.00003 - [INFO] - [E:93| 200]: Train Loss:0.0011719, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:51:24,876 - yago11k_0.00003 - [INFO] - [E:93| 300]: Train Loss:0.0011726, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:52:28,663 - yago11k_0.00003 - [INFO] - [E:93| 400]: Train Loss:0.0011744, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:53:32,422 - yago11k_0.00003 - [INFO] - [E:93| 500]: Train Loss:0.0011752, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:54:35,836 - yago11k_0.00003 - [INFO] - [E:93| 600]: Train Loss:0.0011751, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:54:35,836 - yago11k_0.00003 - [INFO] - [Epoch:93]: Training Loss:0.001175 + +2023-06-05 15:54:36,056 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 15:54:49,023 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 15:55:03,592 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.3994, Head : 0.22822, Avg : 0.31381 + +2023-06-05 15:55:03,592 - yago11k_0.00003 - [INFO] - [Epoch 93]: Training Loss: 0.0011751, Valid MRR: 0.31733, + + + +2023-06-05 15:55:04,391 - yago11k_0.00003 - [INFO] - [E:94| 0]: Train Loss:0.0011527, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:56:14,560 - yago11k_0.00003 - [INFO] - [E:94| 100]: Train Loss:0.0011702, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:57:18,444 - yago11k_0.00003 - [INFO] - [E:94| 200]: Train Loss:0.0011728, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:58:22,300 - yago11k_0.00003 - [INFO] - [E:94| 300]: Train Loss:0.0011726, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 15:59:26,138 - yago11k_0.00003 - [INFO] - [E:94| 400]: Train Loss:0.0011734, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:00:29,989 - yago11k_0.00003 - [INFO] - [E:94| 500]: Train Loss:0.0011743, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:01:43,904 - yago11k_0.00003 - [INFO] - [E:94| 600]: Train Loss:0.0011739, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:01:43,905 - yago11k_0.00003 - [INFO] - [Epoch:94]: Training Loss:0.001174 + +2023-06-05 16:01:44,172 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 16:01:57,008 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 16:02:08,911 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.40318, Head : 0.22911, Avg : 0.31614 + +2023-06-05 16:02:08,911 - yago11k_0.00003 - [INFO] - [Epoch 94]: Training Loss: 0.0011739, Valid MRR: 0.31733, + + + +2023-06-05 16:02:09,560 - yago11k_0.00003 - [INFO] - [E:95| 0]: Train Loss:0.0011359, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:03:13,294 - yago11k_0.00003 - [INFO] - [E:95| 100]: Train Loss:0.0011687, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:04:17,029 - yago11k_0.00003 - [INFO] - [E:95| 200]: Train Loss:0.0011694, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:05:20,815 - yago11k_0.00003 - [INFO] - [E:95| 300]: Train Loss:0.0011701, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:06:27,867 - yago11k_0.00003 - [INFO] - [E:95| 400]: Train Loss:0.0011714, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:07:39,006 - yago11k_0.00003 - [INFO] - [E:95| 500]: Train Loss:0.0011723, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:08:42,427 - yago11k_0.00003 - [INFO] - [E:95| 600]: Train Loss:0.0011729, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:08:42,428 - yago11k_0.00003 - [INFO] - [Epoch:95]: Training Loss:0.001173 + +2023-06-05 16:08:42,647 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 16:08:54,742 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 16:09:06,670 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.4003, Head : 0.22848, Avg : 0.31439 + +2023-06-05 16:09:06,670 - yago11k_0.00003 - [INFO] - [Epoch 95]: Training Loss: 0.0011729, Valid MRR: 0.31733, + + + +2023-06-05 16:09:07,329 - yago11k_0.00003 - [INFO] - [E:96| 0]: Train Loss:0.0011663, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:10:11,161 - yago11k_0.00003 - [INFO] - [E:96| 100]: Train Loss:0.001169, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:11:21,532 - yago11k_0.00003 - [INFO] - [E:96| 200]: Train Loss:0.0011696, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:12:29,164 - yago11k_0.00003 - [INFO] - [E:96| 300]: Train Loss:0.0011696, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:13:33,031 - yago11k_0.00003 - [INFO] - [E:96| 400]: Train Loss:0.0011712, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:14:36,856 - yago11k_0.00003 - [INFO] - [E:96| 500]: Train Loss:0.0011722, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:15:46,679 - yago11k_0.00003 - [INFO] - [E:96| 600]: Train Loss:0.0011724, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:15:46,679 - yago11k_0.00003 - [INFO] - [Epoch:96]: Training Loss:0.001172 + +2023-06-05 16:15:46,948 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 16:16:01,728 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 16:16:14,954 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.40012, Head : 0.22631, Avg : 0.31321 + +2023-06-05 16:16:14,954 - yago11k_0.00003 - [INFO] - [Epoch 96]: Training Loss: 0.0011724, Valid MRR: 0.31733, + + + +2023-06-05 16:16:15,611 - yago11k_0.00003 - [INFO] - [E:97| 0]: Train Loss:0.001157, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:17:19,911 - yago11k_0.00003 - [INFO] - [E:97| 100]: Train Loss:0.0011712, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:18:24,221 - yago11k_0.00003 - [INFO] - [E:97| 200]: Train Loss:0.0011705, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:19:27,919 - yago11k_0.00003 - [INFO] - [E:97| 300]: Train Loss:0.0011703, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:20:31,646 - yago11k_0.00003 - [INFO] - [E:97| 400]: Train Loss:0.0011706, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:21:35,343 - yago11k_0.00003 - [INFO] - [E:97| 500]: Train Loss:0.0011704, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:22:38,668 - yago11k_0.00003 - [INFO] - [E:97| 600]: Train Loss:0.0011708, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:22:38,669 - yago11k_0.00003 - [INFO] - [Epoch:97]: Training Loss:0.001171 + +2023-06-05 16:22:38,887 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 16:22:50,952 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 16:23:02,867 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.40277, Head : 0.22825, Avg : 0.31551 + +2023-06-05 16:23:02,868 - yago11k_0.00003 - [INFO] - [Epoch 97]: Training Loss: 0.0011708, Valid MRR: 0.31733, + + + +2023-06-05 16:23:03,507 - yago11k_0.00003 - [INFO] - [E:98| 0]: Train Loss:0.0011729, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:24:07,194 - yago11k_0.00003 - [INFO] - [E:98| 100]: Train Loss:0.0011711, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:25:10,899 - yago11k_0.00003 - [INFO] - [E:98| 200]: Train Loss:0.0011684, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:26:14,619 - yago11k_0.00003 - [INFO] - [E:98| 300]: Train Loss:0.0011691, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:27:18,444 - yago11k_0.00003 - [INFO] - [E:98| 400]: Train Loss:0.001169, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:28:22,193 - yago11k_0.00003 - [INFO] - [E:98| 500]: Train Loss:0.0011698, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:29:25,550 - yago11k_0.00003 - [INFO] - [E:98| 600]: Train Loss:0.00117, Val MRR:0.31733, yago11k_0.00003 +2023-06-05 16:29:25,550 - yago11k_0.00003 - [INFO] - [Epoch:98]: Training Loss:0.00117 + +2023-06-05 16:29:25,768 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 16:29:37,837 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 16:29:49,767 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.40609, Head : 0.23012, Avg : 0.31811 + +2023-06-05 16:29:50,930 - yago11k_0.00003 - [INFO] - [Epoch 98]: Training Loss: 0.00117, Valid MRR: 0.31811, + + + +2023-06-05 16:29:51,571 - yago11k_0.00003 - [INFO] - [E:99| 0]: Train Loss:0.0011794, Val MRR:0.31811, yago11k_0.00003 +2023-06-05 16:30:55,248 - yago11k_0.00003 - [INFO] - [E:99| 100]: Train Loss:0.0011714, Val MRR:0.31811, yago11k_0.00003 +2023-06-05 16:31:58,863 - yago11k_0.00003 - [INFO] - [E:99| 200]: Train Loss:0.0011682, Val MRR:0.31811, yago11k_0.00003 +2023-06-05 16:33:02,398 - yago11k_0.00003 - [INFO] - [E:99| 300]: Train Loss:0.0011689, Val MRR:0.31811, yago11k_0.00003 +2023-06-05 16:34:05,802 - yago11k_0.00003 - [INFO] - [E:99| 400]: Train Loss:0.0011694, Val MRR:0.31811, yago11k_0.00003 +2023-06-05 16:35:09,537 - yago11k_0.00003 - [INFO] - [E:99| 500]: Train Loss:0.00117, Val MRR:0.31811, yago11k_0.00003 +2023-06-05 16:36:12,878 - yago11k_0.00003 - [INFO] - [E:99| 600]: Train Loss:0.0011703, Val MRR:0.31811, yago11k_0.00003 +2023-06-05 16:36:12,878 - yago11k_0.00003 - [INFO] - [Epoch:99]: Training Loss:0.00117 + +2023-06-05 16:36:13,093 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 16:36:25,157 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 16:36:37,085 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.4075, Head : 0.23099, Avg : 0.31925 + MR: Tail : 406.13, Head : 763.65, Avg : 584.89 + Hit-1: Tail : 0.31814, Head : 0.18727, Avg : 0.25271 + Hit-3: Tail : 0.4461, Head : 0.22617, Avg : 0.33614 + Hit-10: Tail : 0.59141, Head : 0.31564, Avg : 0.45353 +2023-06-05 16:36:38,304 - yago11k_0.00003 - [INFO] - [Epoch 99]: Training Loss: 0.0011703, Valid MRR: 0.31925, + + + +2023-06-05 16:36:38,947 - yago11k_0.00003 - [INFO] - [E:100| 0]: Train Loss:0.0011765, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:37:42,802 - yago11k_0.00003 - [INFO] - [E:100| 100]: Train Loss:0.0011682, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:38:46,607 - yago11k_0.00003 - [INFO] - [E:100| 200]: Train Loss:0.0011684, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:39:50,435 - yago11k_0.00003 - [INFO] - [E:100| 300]: Train Loss:0.001169, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:40:54,292 - yago11k_0.00003 - [INFO] - [E:100| 400]: Train Loss:0.0011688, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:41:58,213 - yago11k_0.00003 - [INFO] - [E:100| 500]: Train Loss:0.0011692, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:43:01,678 - yago11k_0.00003 - [INFO] - [E:100| 600]: Train Loss:0.0011689, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:43:01,679 - yago11k_0.00003 - [INFO] - [Epoch:100]: Training Loss:0.001169 + +2023-06-05 16:43:01,895 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 16:43:13,978 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 16:43:25,921 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.40698, Head : 0.22937, Avg : 0.31818 + +2023-06-05 16:43:25,921 - yago11k_0.00003 - [INFO] - [Epoch 100]: Training Loss: 0.0011689, Valid MRR: 0.31925, + + + +2023-06-05 16:43:26,576 - yago11k_0.00003 - [INFO] - [E:101| 0]: Train Loss:0.0011622, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:44:30,568 - yago11k_0.00003 - [INFO] - [E:101| 100]: Train Loss:0.0011664, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:45:34,532 - yago11k_0.00003 - [INFO] - [E:101| 200]: Train Loss:0.001167, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:46:38,412 - yago11k_0.00003 - [INFO] - [E:101| 300]: Train Loss:0.0011664, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:47:42,431 - yago11k_0.00003 - [INFO] - [E:101| 400]: Train Loss:0.0011666, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:48:46,780 - yago11k_0.00003 - [INFO] - [E:101| 500]: Train Loss:0.0011669, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:49:50,336 - yago11k_0.00003 - [INFO] - [E:101| 600]: Train Loss:0.0011672, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:49:50,336 - yago11k_0.00003 - [INFO] - [Epoch:101]: Training Loss:0.001167 + +2023-06-05 16:49:50,554 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 16:50:02,596 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 16:50:14,511 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.40233, Head : 0.23142, Avg : 0.31687 + +2023-06-05 16:50:14,511 - yago11k_0.00003 - [INFO] - [Epoch 101]: Training Loss: 0.0011672, Valid MRR: 0.31925, + + + +2023-06-05 16:50:15,158 - yago11k_0.00003 - [INFO] - [E:102| 0]: Train Loss:0.0011684, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:51:18,797 - yago11k_0.00003 - [INFO] - [E:102| 100]: Train Loss:0.0011636, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:52:22,607 - yago11k_0.00003 - [INFO] - [E:102| 200]: Train Loss:0.0011655, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:53:26,389 - yago11k_0.00003 - [INFO] - [E:102| 300]: Train Loss:0.0011665, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:54:30,157 - yago11k_0.00003 - [INFO] - [E:102| 400]: Train Loss:0.0011659, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:55:33,993 - yago11k_0.00003 - [INFO] - [E:102| 500]: Train Loss:0.001166, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:56:37,410 - yago11k_0.00003 - [INFO] - [E:102| 600]: Train Loss:0.0011668, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:56:37,410 - yago11k_0.00003 - [INFO] - [Epoch:102]: Training Loss:0.001167 + +2023-06-05 16:56:37,629 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 16:56:49,707 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 16:57:01,645 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.40322, Head : 0.22884, Avg : 0.31603 + +2023-06-05 16:57:01,646 - yago11k_0.00003 - [INFO] - [Epoch 102]: Training Loss: 0.0011668, Valid MRR: 0.31925, + + + +2023-06-05 16:57:02,289 - yago11k_0.00003 - [INFO] - [E:103| 0]: Train Loss:0.0011773, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:58:05,954 - yago11k_0.00003 - [INFO] - [E:103| 100]: Train Loss:0.0011654, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 16:59:09,693 - yago11k_0.00003 - [INFO] - [E:103| 200]: Train Loss:0.0011648, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:00:13,422 - yago11k_0.00003 - [INFO] - [E:103| 300]: Train Loss:0.0011652, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:01:17,245 - yago11k_0.00003 - [INFO] - [E:103| 400]: Train Loss:0.0011655, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:02:20,988 - yago11k_0.00003 - [INFO] - [E:103| 500]: Train Loss:0.0011657, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:03:24,202 - yago11k_0.00003 - [INFO] - [E:103| 600]: Train Loss:0.0011661, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:03:24,203 - yago11k_0.00003 - [INFO] - [Epoch:103]: Training Loss:0.001166 + +2023-06-05 17:03:24,421 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 17:03:36,464 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 17:03:48,364 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.40093, Head : 0.22895, Avg : 0.31494 + +2023-06-05 17:03:48,364 - yago11k_0.00003 - [INFO] - [Epoch 103]: Training Loss: 0.0011661, Valid MRR: 0.31925, + + + +2023-06-05 17:03:49,008 - yago11k_0.00003 - [INFO] - [E:104| 0]: Train Loss:0.0011399, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:04:52,670 - yago11k_0.00003 - [INFO] - [E:104| 100]: Train Loss:0.0011617, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:05:56,304 - yago11k_0.00003 - [INFO] - [E:104| 200]: Train Loss:0.0011632, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:07:00,062 - yago11k_0.00003 - [INFO] - [E:104| 300]: Train Loss:0.0011641, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:08:03,737 - yago11k_0.00003 - [INFO] - [E:104| 400]: Train Loss:0.001164, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:09:07,477 - yago11k_0.00003 - [INFO] - [E:104| 500]: Train Loss:0.0011643, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:10:10,779 - yago11k_0.00003 - [INFO] - [E:104| 600]: Train Loss:0.0011651, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:10:10,779 - yago11k_0.00003 - [INFO] - [Epoch:104]: Training Loss:0.001165 + +2023-06-05 17:10:10,995 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 17:10:23,061 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 17:10:34,981 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.40125, Head : 0.22758, Avg : 0.31442 + +2023-06-05 17:10:34,981 - yago11k_0.00003 - [INFO] - [Epoch 104]: Training Loss: 0.0011651, Valid MRR: 0.31925, + + + +2023-06-05 17:10:35,625 - yago11k_0.00003 - [INFO] - [E:105| 0]: Train Loss:0.0011891, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:11:39,384 - yago11k_0.00003 - [INFO] - [E:105| 100]: Train Loss:0.0011649, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:12:43,278 - yago11k_0.00003 - [INFO] - [E:105| 200]: Train Loss:0.0011648, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:13:47,147 - yago11k_0.00003 - [INFO] - [E:105| 300]: Train Loss:0.0011642, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:14:51,059 - yago11k_0.00003 - [INFO] - [E:105| 400]: Train Loss:0.001164, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:15:54,924 - yago11k_0.00003 - [INFO] - [E:105| 500]: Train Loss:0.0011645, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:16:58,399 - yago11k_0.00003 - [INFO] - [E:105| 600]: Train Loss:0.0011647, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:16:58,400 - yago11k_0.00003 - [INFO] - [Epoch:105]: Training Loss:0.001165 + +2023-06-05 17:16:58,617 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 17:17:10,711 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 17:17:22,661 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.39992, Head : 0.22975, Avg : 0.31483 + +2023-06-05 17:17:22,661 - yago11k_0.00003 - [INFO] - [Epoch 105]: Training Loss: 0.0011647, Valid MRR: 0.31925, + + + +2023-06-05 17:17:23,323 - yago11k_0.00003 - [INFO] - [E:106| 0]: Train Loss:0.0011529, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:18:27,060 - yago11k_0.00003 - [INFO] - [E:106| 100]: Train Loss:0.0011619, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:19:30,905 - yago11k_0.00003 - [INFO] - [E:106| 200]: Train Loss:0.0011617, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:20:34,569 - yago11k_0.00003 - [INFO] - [E:106| 300]: Train Loss:0.0011614, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:21:38,303 - yago11k_0.00003 - [INFO] - [E:106| 400]: Train Loss:0.0011638, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:22:42,070 - yago11k_0.00003 - [INFO] - [E:106| 500]: Train Loss:0.0011641, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:23:45,394 - yago11k_0.00003 - [INFO] - [E:106| 600]: Train Loss:0.0011638, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:23:45,394 - yago11k_0.00003 - [INFO] - [Epoch:106]: Training Loss:0.001164 + +2023-06-05 17:23:45,611 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 17:23:57,677 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 17:24:09,602 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.40351, Head : 0.23095, Avg : 0.31723 + +2023-06-05 17:24:09,602 - yago11k_0.00003 - [INFO] - [Epoch 106]: Training Loss: 0.0011638, Valid MRR: 0.31925, + + + +2023-06-05 17:24:10,246 - yago11k_0.00003 - [INFO] - [E:107| 0]: Train Loss:0.0011535, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:25:14,163 - yago11k_0.00003 - [INFO] - [E:107| 100]: Train Loss:0.0011607, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:26:17,955 - yago11k_0.00003 - [INFO] - [E:107| 200]: Train Loss:0.0011605, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:27:21,743 - yago11k_0.00003 - [INFO] - [E:107| 300]: Train Loss:0.0011613, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:28:25,567 - yago11k_0.00003 - [INFO] - [E:107| 400]: Train Loss:0.0011624, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:29:29,387 - yago11k_0.00003 - [INFO] - [E:107| 500]: Train Loss:0.0011628, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:30:32,786 - yago11k_0.00003 - [INFO] - [E:107| 600]: Train Loss:0.0011633, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:30:32,786 - yago11k_0.00003 - [INFO] - [Epoch:107]: Training Loss:0.001163 + +2023-06-05 17:30:33,004 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 17:30:45,088 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 17:30:57,032 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.40725, Head : 0.22908, Avg : 0.31816 + +2023-06-05 17:30:57,033 - yago11k_0.00003 - [INFO] - [Epoch 107]: Training Loss: 0.0011633, Valid MRR: 0.31925, + + + +2023-06-05 17:30:57,691 - yago11k_0.00003 - [INFO] - [E:108| 0]: Train Loss:0.0012207, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:32:01,485 - yago11k_0.00003 - [INFO] - [E:108| 100]: Train Loss:0.0011622, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:33:05,286 - yago11k_0.00003 - [INFO] - [E:108| 200]: Train Loss:0.0011618, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:34:09,113 - yago11k_0.00003 - [INFO] - [E:108| 300]: Train Loss:0.0011617, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:35:12,866 - yago11k_0.00003 - [INFO] - [E:108| 400]: Train Loss:0.001162, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:36:16,410 - yago11k_0.00003 - [INFO] - [E:108| 500]: Train Loss:0.0011624, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:37:19,690 - yago11k_0.00003 - [INFO] - [E:108| 600]: Train Loss:0.0011622, Val MRR:0.31925, yago11k_0.00003 +2023-06-05 17:37:19,690 - yago11k_0.00003 - [INFO] - [Epoch:108]: Training Loss:0.001162 + +2023-06-05 17:37:19,907 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 17:37:31,982 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 17:37:43,885 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.40969, Head : 0.22912, Avg : 0.31941 + +2023-06-05 17:37:45,116 - yago11k_0.00003 - [INFO] - [Epoch 108]: Training Loss: 0.0011622, Valid MRR: 0.31941, + + + +2023-06-05 17:37:45,782 - yago11k_0.00003 - [INFO] - [E:109| 0]: Train Loss:0.0012065, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:38:49,478 - yago11k_0.00003 - [INFO] - [E:109| 100]: Train Loss:0.0011614, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:39:53,314 - yago11k_0.00003 - [INFO] - [E:109| 200]: Train Loss:0.0011604, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:40:57,049 - yago11k_0.00003 - [INFO] - [E:109| 300]: Train Loss:0.0011607, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:42:00,845 - yago11k_0.00003 - [INFO] - [E:109| 400]: Train Loss:0.0011615, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:43:04,566 - yago11k_0.00003 - [INFO] - [E:109| 500]: Train Loss:0.0011612, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:44:07,855 - yago11k_0.00003 - [INFO] - [E:109| 600]: Train Loss:0.0011616, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:44:07,856 - yago11k_0.00003 - [INFO] - [Epoch:109]: Training Loss:0.001162 + +2023-06-05 17:44:08,073 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 17:44:20,153 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 17:44:32,083 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.40641, Head : 0.22708, Avg : 0.31674 + MR: Tail : 441.0, Head : 783.68, Avg : 612.34 + Hit-1: Tail : 0.31703, Head : 0.18491, Avg : 0.25097 + Hit-3: Tail : 0.44582, Head : 0.22215, Avg : 0.33398 + Hit-10: Tail : 0.58586, Head : 0.30731, Avg : 0.44658 +2023-06-05 17:44:32,084 - yago11k_0.00003 - [INFO] - [Epoch 109]: Training Loss: 0.0011616, Valid MRR: 0.31941, + + + +2023-06-05 17:44:32,734 - yago11k_0.00003 - [INFO] - [E:110| 0]: Train Loss:0.0011393, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:45:36,446 - yago11k_0.00003 - [INFO] - [E:110| 100]: Train Loss:0.0011569, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:46:40,200 - yago11k_0.00003 - [INFO] - [E:110| 200]: Train Loss:0.0011594, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:47:44,015 - yago11k_0.00003 - [INFO] - [E:110| 300]: Train Loss:0.0011595, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:48:47,850 - yago11k_0.00003 - [INFO] - [E:110| 400]: Train Loss:0.00116, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:49:51,540 - yago11k_0.00003 - [INFO] - [E:110| 500]: Train Loss:0.0011605, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:50:54,618 - yago11k_0.00003 - [INFO] - [E:110| 600]: Train Loss:0.0011609, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:50:54,618 - yago11k_0.00003 - [INFO] - [Epoch:110]: Training Loss:0.001161 + +2023-06-05 17:50:54,833 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 17:51:06,864 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 17:51:18,741 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.40582, Head : 0.22923, Avg : 0.31752 + +2023-06-05 17:51:18,742 - yago11k_0.00003 - [INFO] - [Epoch 110]: Training Loss: 0.0011609, Valid MRR: 0.31941, + + + +2023-06-05 17:51:19,381 - yago11k_0.00003 - [INFO] - [E:111| 0]: Train Loss:0.0011478, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:52:23,099 - yago11k_0.00003 - [INFO] - [E:111| 100]: Train Loss:0.0011592, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:53:26,910 - yago11k_0.00003 - [INFO] - [E:111| 200]: Train Loss:0.0011577, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:54:30,691 - yago11k_0.00003 - [INFO] - [E:111| 300]: Train Loss:0.0011593, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:55:34,484 - yago11k_0.00003 - [INFO] - [E:111| 400]: Train Loss:0.001161, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:56:38,289 - yago11k_0.00003 - [INFO] - [E:111| 500]: Train Loss:0.0011615, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:57:41,732 - yago11k_0.00003 - [INFO] - [E:111| 600]: Train Loss:0.0011609, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:57:41,732 - yago11k_0.00003 - [INFO] - [Epoch:111]: Training Loss:0.001161 + +2023-06-05 17:57:41,947 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 17:57:54,027 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 17:58:05,946 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.40931, Head : 0.22905, Avg : 0.31918 + +2023-06-05 17:58:05,946 - yago11k_0.00003 - [INFO] - [Epoch 111]: Training Loss: 0.0011609, Valid MRR: 0.31941, + + + +2023-06-05 17:58:06,588 - yago11k_0.00003 - [INFO] - [E:112| 0]: Train Loss:0.0011605, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 17:59:10,473 - yago11k_0.00003 - [INFO] - [E:112| 100]: Train Loss:0.001157, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:00:14,316 - yago11k_0.00003 - [INFO] - [E:112| 200]: Train Loss:0.0011571, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:01:18,167 - yago11k_0.00003 - [INFO] - [E:112| 300]: Train Loss:0.0011587, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:02:21,996 - yago11k_0.00003 - [INFO] - [E:112| 400]: Train Loss:0.0011591, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:03:25,864 - yago11k_0.00003 - [INFO] - [E:112| 500]: Train Loss:0.0011591, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:04:29,333 - yago11k_0.00003 - [INFO] - [E:112| 600]: Train Loss:0.0011594, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:04:29,334 - yago11k_0.00003 - [INFO] - [Epoch:112]: Training Loss:0.001159 + +2023-06-05 18:04:29,548 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 18:04:41,643 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 18:04:53,611 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.40635, Head : 0.22962, Avg : 0.31798 + +2023-06-05 18:04:53,611 - yago11k_0.00003 - [INFO] - [Epoch 112]: Training Loss: 0.0011594, Valid MRR: 0.31941, + + + +2023-06-05 18:04:54,272 - yago11k_0.00003 - [INFO] - [E:113| 0]: Train Loss:0.0011709, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:05:58,678 - yago11k_0.00003 - [INFO] - [E:113| 100]: Train Loss:0.0011592, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:07:02,807 - yago11k_0.00003 - [INFO] - [E:113| 200]: Train Loss:0.0011584, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:08:06,640 - yago11k_0.00003 - [INFO] - [E:113| 300]: Train Loss:0.0011584, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:09:10,435 - yago11k_0.00003 - [INFO] - [E:113| 400]: Train Loss:0.001159, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:10:14,350 - yago11k_0.00003 - [INFO] - [E:113| 500]: Train Loss:0.0011588, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:11:17,739 - yago11k_0.00003 - [INFO] - [E:113| 600]: Train Loss:0.0011591, Val MRR:0.31941, yago11k_0.00003 +2023-06-05 18:11:17,740 - yago11k_0.00003 - [INFO] - [Epoch:113]: Training Loss:0.001159 + +2023-06-05 18:11:17,960 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 18:11:30,041 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 18:11:41,963 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.40928, Head : 0.23049, Avg : 0.31988 + +2023-06-05 18:11:43,286 - yago11k_0.00003 - [INFO] - [Epoch 113]: Training Loss: 0.0011591, Valid MRR: 0.31988, + + + +2023-06-05 18:11:43,948 - yago11k_0.00003 - [INFO] - [E:114| 0]: Train Loss:0.0011405, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:12:47,776 - yago11k_0.00003 - [INFO] - [E:114| 100]: Train Loss:0.0011563, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:13:51,653 - yago11k_0.00003 - [INFO] - [E:114| 200]: Train Loss:0.001157, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:14:55,610 - yago11k_0.00003 - [INFO] - [E:114| 300]: Train Loss:0.0011567, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:15:59,446 - yago11k_0.00003 - [INFO] - [E:114| 400]: Train Loss:0.0011578, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:17:03,346 - yago11k_0.00003 - [INFO] - [E:114| 500]: Train Loss:0.0011579, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:18:06,843 - yago11k_0.00003 - [INFO] - [E:114| 600]: Train Loss:0.0011583, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:18:06,844 - yago11k_0.00003 - [INFO] - [Epoch:114]: Training Loss:0.001158 + +2023-06-05 18:18:07,058 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 18:18:19,162 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 18:18:31,111 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.40533, Head : 0.22999, Avg : 0.31766 + +2023-06-05 18:18:31,111 - yago11k_0.00003 - [INFO] - [Epoch 114]: Training Loss: 0.0011583, Valid MRR: 0.31988, + + + +2023-06-05 18:18:31,757 - yago11k_0.00003 - [INFO] - [E:115| 0]: Train Loss:0.0011571, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:19:35,655 - yago11k_0.00003 - [INFO] - [E:115| 100]: Train Loss:0.0011573, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:20:39,893 - yago11k_0.00003 - [INFO] - [E:115| 200]: Train Loss:0.001156, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:21:44,213 - yago11k_0.00003 - [INFO] - [E:115| 300]: Train Loss:0.0011565, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:22:47,912 - yago11k_0.00003 - [INFO] - [E:115| 400]: Train Loss:0.0011564, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:23:51,600 - yago11k_0.00003 - [INFO] - [E:115| 500]: Train Loss:0.0011572, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:24:54,914 - yago11k_0.00003 - [INFO] - [E:115| 600]: Train Loss:0.001157, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:24:54,915 - yago11k_0.00003 - [INFO] - [Epoch:115]: Training Loss:0.001157 + +2023-06-05 18:24:55,133 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 18:25:07,195 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 18:25:19,110 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.40526, Head : 0.2294, Avg : 0.31733 + +2023-06-05 18:25:19,110 - yago11k_0.00003 - [INFO] - [Epoch 115]: Training Loss: 0.001157, Valid MRR: 0.31988, + + + +2023-06-05 18:25:19,758 - yago11k_0.00003 - [INFO] - [E:116| 0]: Train Loss:0.0011333, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:26:23,611 - yago11k_0.00003 - [INFO] - [E:116| 100]: Train Loss:0.0011556, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:27:27,420 - yago11k_0.00003 - [INFO] - [E:116| 200]: Train Loss:0.0011554, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:28:31,187 - yago11k_0.00003 - [INFO] - [E:116| 300]: Train Loss:0.0011556, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:29:34,901 - yago11k_0.00003 - [INFO] - [E:116| 400]: Train Loss:0.0011565, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:30:38,651 - yago11k_0.00003 - [INFO] - [E:116| 500]: Train Loss:0.0011571, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:31:41,963 - yago11k_0.00003 - [INFO] - [E:116| 600]: Train Loss:0.001157, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:31:41,963 - yago11k_0.00003 - [INFO] - [Epoch:116]: Training Loss:0.001157 + +2023-06-05 18:31:42,179 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 18:31:54,255 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 18:32:06,192 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.40196, Head : 0.23037, Avg : 0.31616 + +2023-06-05 18:32:06,192 - yago11k_0.00003 - [INFO] - [Epoch 116]: Training Loss: 0.001157, Valid MRR: 0.31988, + + + +2023-06-05 18:32:06,850 - yago11k_0.00003 - [INFO] - [E:117| 0]: Train Loss:0.0011477, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:33:10,738 - yago11k_0.00003 - [INFO] - [E:117| 100]: Train Loss:0.0011521, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:34:14,553 - yago11k_0.00003 - [INFO] - [E:117| 200]: Train Loss:0.0011533, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:35:18,221 - yago11k_0.00003 - [INFO] - [E:117| 300]: Train Loss:0.0011541, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:36:21,758 - yago11k_0.00003 - [INFO] - [E:117| 400]: Train Loss:0.0011554, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:37:25,307 - yago11k_0.00003 - [INFO] - [E:117| 500]: Train Loss:0.0011555, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:38:28,564 - yago11k_0.00003 - [INFO] - [E:117| 600]: Train Loss:0.001156, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:38:28,564 - yago11k_0.00003 - [INFO] - [Epoch:117]: Training Loss:0.001156 + +2023-06-05 18:38:28,783 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 18:38:40,831 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 18:38:52,739 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40611, Head : 0.22988, Avg : 0.318 + +2023-06-05 18:38:52,739 - yago11k_0.00003 - [INFO] - [Epoch 117]: Training Loss: 0.001156, Valid MRR: 0.31988, + + + +2023-06-05 18:38:53,392 - yago11k_0.00003 - [INFO] - [E:118| 0]: Train Loss:0.0012053, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:39:57,198 - yago11k_0.00003 - [INFO] - [E:118| 100]: Train Loss:0.0011514, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:41:00,883 - yago11k_0.00003 - [INFO] - [E:118| 200]: Train Loss:0.0011544, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:42:04,553 - yago11k_0.00003 - [INFO] - [E:118| 300]: Train Loss:0.0011544, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:43:08,235 - yago11k_0.00003 - [INFO] - [E:118| 400]: Train Loss:0.0011552, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:44:11,860 - yago11k_0.00003 - [INFO] - [E:118| 500]: Train Loss:0.0011559, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:45:15,263 - yago11k_0.00003 - [INFO] - [E:118| 600]: Train Loss:0.001156, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:45:15,264 - yago11k_0.00003 - [INFO] - [Epoch:118]: Training Loss:0.001156 + +2023-06-05 18:45:15,483 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 18:45:27,547 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 18:45:39,480 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.40527, Head : 0.22943, Avg : 0.31735 + +2023-06-05 18:45:39,480 - yago11k_0.00003 - [INFO] - [Epoch 118]: Training Loss: 0.001156, Valid MRR: 0.31988, + + + +2023-06-05 18:45:40,133 - yago11k_0.00003 - [INFO] - [E:119| 0]: Train Loss:0.0011804, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:46:43,843 - yago11k_0.00003 - [INFO] - [E:119| 100]: Train Loss:0.001156, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:47:47,521 - yago11k_0.00003 - [INFO] - [E:119| 200]: Train Loss:0.0011548, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:48:51,198 - yago11k_0.00003 - [INFO] - [E:119| 300]: Train Loss:0.0011546, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:49:54,893 - yago11k_0.00003 - [INFO] - [E:119| 400]: Train Loss:0.0011549, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:50:58,590 - yago11k_0.00003 - [INFO] - [E:119| 500]: Train Loss:0.0011553, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:52:01,648 - yago11k_0.00003 - [INFO] - [E:119| 600]: Train Loss:0.0011554, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:52:01,649 - yago11k_0.00003 - [INFO] - [Epoch:119]: Training Loss:0.001155 + +2023-06-05 18:52:01,864 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 18:52:13,890 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 18:52:25,739 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.40188, Head : 0.23003, Avg : 0.31596 + MR: Tail : 457.15, Head : 808.83, Avg : 632.99 + Hit-1: Tail : 0.30772, Head : 0.187, Avg : 0.24736 + Hit-3: Tail : 0.44276, Head : 0.22659, Avg : 0.33468 + Hit-10: Tail : 0.58044, Head : 0.31231, Avg : 0.44637 +2023-06-05 18:52:25,739 - yago11k_0.00003 - [INFO] - [Epoch 119]: Training Loss: 0.0011554, Valid MRR: 0.31988, + + + +2023-06-05 18:52:26,385 - yago11k_0.00003 - [INFO] - [E:120| 0]: Train Loss:0.0011358, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:53:30,012 - yago11k_0.00003 - [INFO] - [E:120| 100]: Train Loss:0.001154, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:54:33,787 - yago11k_0.00003 - [INFO] - [E:120| 200]: Train Loss:0.0011539, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:55:37,424 - yago11k_0.00003 - [INFO] - [E:120| 300]: Train Loss:0.0011541, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:56:41,016 - yago11k_0.00003 - [INFO] - [E:120| 400]: Train Loss:0.0011539, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:57:44,687 - yago11k_0.00003 - [INFO] - [E:120| 500]: Train Loss:0.0011539, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:58:48,092 - yago11k_0.00003 - [INFO] - [E:120| 600]: Train Loss:0.0011547, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 18:58:48,092 - yago11k_0.00003 - [INFO] - [Epoch:120]: Training Loss:0.001155 + +2023-06-05 18:58:48,309 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 18:59:00,385 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 18:59:12,303 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.39877, Head : 0.22904, Avg : 0.3139 + +2023-06-05 18:59:12,303 - yago11k_0.00003 - [INFO] - [Epoch 120]: Training Loss: 0.0011547, Valid MRR: 0.31988, + + + +2023-06-05 18:59:12,946 - yago11k_0.00003 - [INFO] - [E:121| 0]: Train Loss:0.001162, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:00:16,725 - yago11k_0.00003 - [INFO] - [E:121| 100]: Train Loss:0.0011518, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:01:20,338 - yago11k_0.00003 - [INFO] - [E:121| 200]: Train Loss:0.0011522, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:02:24,025 - yago11k_0.00003 - [INFO] - [E:121| 300]: Train Loss:0.0011539, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:03:27,661 - yago11k_0.00003 - [INFO] - [E:121| 400]: Train Loss:0.0011534, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:04:31,364 - yago11k_0.00003 - [INFO] - [E:121| 500]: Train Loss:0.0011533, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:05:34,756 - yago11k_0.00003 - [INFO] - [E:121| 600]: Train Loss:0.0011538, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:05:34,756 - yago11k_0.00003 - [INFO] - [Epoch:121]: Training Loss:0.001154 + +2023-06-05 19:05:34,973 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 19:05:47,056 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 19:05:58,989 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.4057, Head : 0.22913, Avg : 0.31742 + +2023-06-05 19:05:58,989 - yago11k_0.00003 - [INFO] - [Epoch 121]: Training Loss: 0.0011538, Valid MRR: 0.31988, + + + +2023-06-05 19:05:59,631 - yago11k_0.00003 - [INFO] - [E:122| 0]: Train Loss:0.0011418, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:07:03,271 - yago11k_0.00003 - [INFO] - [E:122| 100]: Train Loss:0.0011523, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:08:06,829 - yago11k_0.00003 - [INFO] - [E:122| 200]: Train Loss:0.0011528, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:09:10,071 - yago11k_0.00003 - [INFO] - [E:122| 300]: Train Loss:0.0011529, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:10:13,062 - yago11k_0.00003 - [INFO] - [E:122| 400]: Train Loss:0.0011527, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:11:16,021 - yago11k_0.00003 - [INFO] - [E:122| 500]: Train Loss:0.001153, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:12:19,260 - yago11k_0.00003 - [INFO] - [E:122| 600]: Train Loss:0.0011534, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:12:19,261 - yago11k_0.00003 - [INFO] - [Epoch:122]: Training Loss:0.001153 + +2023-06-05 19:12:19,479 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 19:12:31,510 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 19:12:43,410 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.40666, Head : 0.23068, Avg : 0.31867 + +2023-06-05 19:12:43,411 - yago11k_0.00003 - [INFO] - [Epoch 122]: Training Loss: 0.0011534, Valid MRR: 0.31988, + + + +2023-06-05 19:12:44,066 - yago11k_0.00003 - [INFO] - [E:123| 0]: Train Loss:0.0011382, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:13:47,726 - yago11k_0.00003 - [INFO] - [E:123| 100]: Train Loss:0.0011528, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:14:51,466 - yago11k_0.00003 - [INFO] - [E:123| 200]: Train Loss:0.0011515, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:15:55,263 - yago11k_0.00003 - [INFO] - [E:123| 300]: Train Loss:0.0011517, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:16:59,018 - yago11k_0.00003 - [INFO] - [E:123| 400]: Train Loss:0.0011522, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:18:02,705 - yago11k_0.00003 - [INFO] - [E:123| 500]: Train Loss:0.0011528, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:19:05,963 - yago11k_0.00003 - [INFO] - [E:123| 600]: Train Loss:0.0011527, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:19:05,963 - yago11k_0.00003 - [INFO] - [Epoch:123]: Training Loss:0.001153 + +2023-06-05 19:19:06,178 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 19:19:18,231 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 19:19:30,140 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.40536, Head : 0.23, Avg : 0.31768 + +2023-06-05 19:19:30,140 - yago11k_0.00003 - [INFO] - [Epoch 123]: Training Loss: 0.0011527, Valid MRR: 0.31988, + + + +2023-06-05 19:19:30,789 - yago11k_0.00003 - [INFO] - [E:124| 0]: Train Loss:0.0011285, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:20:34,558 - yago11k_0.00003 - [INFO] - [E:124| 100]: Train Loss:0.0011489, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:21:38,291 - yago11k_0.00003 - [INFO] - [E:124| 200]: Train Loss:0.0011498, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:22:42,033 - yago11k_0.00003 - [INFO] - [E:124| 300]: Train Loss:0.001152, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:23:45,742 - yago11k_0.00003 - [INFO] - [E:124| 400]: Train Loss:0.0011525, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:24:49,475 - yago11k_0.00003 - [INFO] - [E:124| 500]: Train Loss:0.0011526, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:25:52,678 - yago11k_0.00003 - [INFO] - [E:124| 600]: Train Loss:0.0011522, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:25:52,679 - yago11k_0.00003 - [INFO] - [Epoch:124]: Training Loss:0.001152 + +2023-06-05 19:25:52,894 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 19:26:04,904 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 19:26:16,767 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.40608, Head : 0.22902, Avg : 0.31755 + +2023-06-05 19:26:16,767 - yago11k_0.00003 - [INFO] - [Epoch 124]: Training Loss: 0.0011522, Valid MRR: 0.31988, + + + +2023-06-05 19:26:17,420 - yago11k_0.00003 - [INFO] - [E:125| 0]: Train Loss:0.0011363, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:27:20,926 - yago11k_0.00003 - [INFO] - [E:125| 100]: Train Loss:0.0011484, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:28:24,613 - yago11k_0.00003 - [INFO] - [E:125| 200]: Train Loss:0.0011501, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:29:28,399 - yago11k_0.00003 - [INFO] - [E:125| 300]: Train Loss:0.0011513, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:30:32,220 - yago11k_0.00003 - [INFO] - [E:125| 400]: Train Loss:0.0011512, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:31:36,014 - yago11k_0.00003 - [INFO] - [E:125| 500]: Train Loss:0.0011516, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:32:39,419 - yago11k_0.00003 - [INFO] - [E:125| 600]: Train Loss:0.0011515, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:32:39,420 - yago11k_0.00003 - [INFO] - [Epoch:125]: Training Loss:0.001152 + +2023-06-05 19:32:39,639 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 19:32:51,716 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 19:33:03,654 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.40421, Head : 0.22966, Avg : 0.31693 + +2023-06-05 19:33:03,655 - yago11k_0.00003 - [INFO] - [Epoch 125]: Training Loss: 0.0011515, Valid MRR: 0.31988, + + + +2023-06-05 19:33:04,304 - yago11k_0.00003 - [INFO] - [E:126| 0]: Train Loss:0.0011928, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:34:08,120 - yago11k_0.00003 - [INFO] - [E:126| 100]: Train Loss:0.0011504, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:35:11,960 - yago11k_0.00003 - [INFO] - [E:126| 200]: Train Loss:0.0011494, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:36:15,840 - yago11k_0.00003 - [INFO] - [E:126| 300]: Train Loss:0.0011499, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:37:19,644 - yago11k_0.00003 - [INFO] - [E:126| 400]: Train Loss:0.0011496, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:38:23,524 - yago11k_0.00003 - [INFO] - [E:126| 500]: Train Loss:0.0011501, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:39:26,947 - yago11k_0.00003 - [INFO] - [E:126| 600]: Train Loss:0.0011509, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:39:26,948 - yago11k_0.00003 - [INFO] - [Epoch:126]: Training Loss:0.001151 + +2023-06-05 19:39:27,168 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 19:39:39,280 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 19:39:51,221 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.40114, Head : 0.2284, Avg : 0.31477 + +2023-06-05 19:39:51,221 - yago11k_0.00003 - [INFO] - [Epoch 126]: Training Loss: 0.0011509, Valid MRR: 0.31988, + + + +2023-06-05 19:39:51,873 - yago11k_0.00003 - [INFO] - [E:127| 0]: Train Loss:0.0011358, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:40:55,893 - yago11k_0.00003 - [INFO] - [E:127| 100]: Train Loss:0.0011492, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:42:00,327 - yago11k_0.00003 - [INFO] - [E:127| 200]: Train Loss:0.0011516, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:43:04,283 - yago11k_0.00003 - [INFO] - [E:127| 300]: Train Loss:0.0011508, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:44:08,103 - yago11k_0.00003 - [INFO] - [E:127| 400]: Train Loss:0.0011503, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:45:11,960 - yago11k_0.00003 - [INFO] - [E:127| 500]: Train Loss:0.0011502, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:46:15,317 - yago11k_0.00003 - [INFO] - [E:127| 600]: Train Loss:0.0011507, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:46:15,318 - yago11k_0.00003 - [INFO] - [Epoch:127]: Training Loss:0.001151 + +2023-06-05 19:46:15,532 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 19:46:27,615 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 19:46:39,548 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.40166, Head : 0.22896, Avg : 0.31531 + +2023-06-05 19:46:39,548 - yago11k_0.00003 - [INFO] - [Epoch 127]: Training Loss: 0.0011507, Valid MRR: 0.31988, + + + +2023-06-05 19:46:40,210 - yago11k_0.00003 - [INFO] - [E:128| 0]: Train Loss:0.0011555, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:47:44,046 - yago11k_0.00003 - [INFO] - [E:128| 100]: Train Loss:0.0011484, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:48:47,878 - yago11k_0.00003 - [INFO] - [E:128| 200]: Train Loss:0.0011476, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:49:51,699 - yago11k_0.00003 - [INFO] - [E:128| 300]: Train Loss:0.0011493, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:50:55,619 - yago11k_0.00003 - [INFO] - [E:128| 400]: Train Loss:0.0011497, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:51:59,431 - yago11k_0.00003 - [INFO] - [E:128| 500]: Train Loss:0.0011499, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:53:02,819 - yago11k_0.00003 - [INFO] - [E:128| 600]: Train Loss:0.0011498, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:53:02,819 - yago11k_0.00003 - [INFO] - [Epoch:128]: Training Loss:0.00115 + +2023-06-05 19:53:03,034 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 19:53:15,124 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 19:53:27,072 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.40233, Head : 0.23123, Avg : 0.31678 + +2023-06-05 19:53:27,072 - yago11k_0.00003 - [INFO] - [Epoch 128]: Training Loss: 0.0011498, Valid MRR: 0.31988, + + + +2023-06-05 19:53:27,716 - yago11k_0.00003 - [INFO] - [E:129| 0]: Train Loss:0.0011618, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:54:31,605 - yago11k_0.00003 - [INFO] - [E:129| 100]: Train Loss:0.0011463, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:55:35,395 - yago11k_0.00003 - [INFO] - [E:129| 200]: Train Loss:0.0011486, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:56:39,605 - yago11k_0.00003 - [INFO] - [E:129| 300]: Train Loss:0.0011481, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:57:43,771 - yago11k_0.00003 - [INFO] - [E:129| 400]: Train Loss:0.0011482, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:58:47,506 - yago11k_0.00003 - [INFO] - [E:129| 500]: Train Loss:0.0011485, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:59:50,816 - yago11k_0.00003 - [INFO] - [E:129| 600]: Train Loss:0.0011495, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 19:59:50,816 - yago11k_0.00003 - [INFO] - [Epoch:129]: Training Loss:0.001149 + +2023-06-05 19:59:51,036 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 20:00:03,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 20:00:15,043 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.40237, Head : 0.22861, Avg : 0.31549 + MR: Tail : 467.03, Head : 827.61, Avg : 647.32 + Hit-1: Tail : 0.31342, Head : 0.18769, Avg : 0.25056 + Hit-3: Tail : 0.43609, Head : 0.22395, Avg : 0.33002 + Hit-10: Tail : 0.57613, Head : 0.3055, Avg : 0.44082 +2023-06-05 20:00:15,043 - yago11k_0.00003 - [INFO] - [Epoch 129]: Training Loss: 0.0011495, Valid MRR: 0.31988, + + + +2023-06-05 20:00:15,700 - yago11k_0.00003 - [INFO] - [E:130| 0]: Train Loss:0.0011691, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:01:19,541 - yago11k_0.00003 - [INFO] - [E:130| 100]: Train Loss:0.0011497, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:02:23,350 - yago11k_0.00003 - [INFO] - [E:130| 200]: Train Loss:0.0011483, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:03:27,176 - yago11k_0.00003 - [INFO] - [E:130| 300]: Train Loss:0.0011469, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:04:31,011 - yago11k_0.00003 - [INFO] - [E:130| 400]: Train Loss:0.0011472, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:05:34,909 - yago11k_0.00003 - [INFO] - [E:130| 500]: Train Loss:0.0011484, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:06:38,373 - yago11k_0.00003 - [INFO] - [E:130| 600]: Train Loss:0.0011487, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:06:38,373 - yago11k_0.00003 - [INFO] - [Epoch:130]: Training Loss:0.001149 + +2023-06-05 20:06:38,587 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 20:06:50,678 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 20:07:02,615 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.40835, Head : 0.23011, Avg : 0.31923 + +2023-06-05 20:07:02,615 - yago11k_0.00003 - [INFO] - [Epoch 130]: Training Loss: 0.0011487, Valid MRR: 0.31988, + + + +2023-06-05 20:07:03,259 - yago11k_0.00003 - [INFO] - [E:131| 0]: Train Loss:0.0011291, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:08:07,194 - yago11k_0.00003 - [INFO] - [E:131| 100]: Train Loss:0.0011466, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:09:10,996 - yago11k_0.00003 - [INFO] - [E:131| 200]: Train Loss:0.0011458, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:10:14,851 - yago11k_0.00003 - [INFO] - [E:131| 300]: Train Loss:0.0011467, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:11:18,925 - yago11k_0.00003 - [INFO] - [E:131| 400]: Train Loss:0.0011475, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:12:23,293 - yago11k_0.00003 - [INFO] - [E:131| 500]: Train Loss:0.0011479, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:13:26,640 - yago11k_0.00003 - [INFO] - [E:131| 600]: Train Loss:0.0011485, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:13:26,641 - yago11k_0.00003 - [INFO] - [Epoch:131]: Training Loss:0.001149 + +2023-06-05 20:13:26,860 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 20:13:38,917 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 20:13:50,823 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.40689, Head : 0.22974, Avg : 0.31831 + +2023-06-05 20:13:50,824 - yago11k_0.00003 - [INFO] - [Epoch 131]: Training Loss: 0.0011485, Valid MRR: 0.31988, + + + +2023-06-05 20:13:51,482 - yago11k_0.00003 - [INFO] - [E:132| 0]: Train Loss:0.0011722, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:14:55,254 - yago11k_0.00003 - [INFO] - [E:132| 100]: Train Loss:0.0011506, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:15:59,079 - yago11k_0.00003 - [INFO] - [E:132| 200]: Train Loss:0.0011502, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:17:02,910 - yago11k_0.00003 - [INFO] - [E:132| 300]: Train Loss:0.0011487, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:18:06,769 - yago11k_0.00003 - [INFO] - [E:132| 400]: Train Loss:0.0011477, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:19:10,599 - yago11k_0.00003 - [INFO] - [E:132| 500]: Train Loss:0.0011478, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:20:14,034 - yago11k_0.00003 - [INFO] - [E:132| 600]: Train Loss:0.001148, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:20:14,034 - yago11k_0.00003 - [INFO] - [Epoch:132]: Training Loss:0.001148 + +2023-06-05 20:20:14,251 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 20:20:26,341 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 20:20:38,289 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.40739, Head : 0.23089, Avg : 0.31914 + +2023-06-05 20:20:38,289 - yago11k_0.00003 - [INFO] - [Epoch 132]: Training Loss: 0.001148, Valid MRR: 0.31988, + + + +2023-06-05 20:20:38,949 - yago11k_0.00003 - [INFO] - [E:133| 0]: Train Loss:0.0011631, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:21:42,869 - yago11k_0.00003 - [INFO] - [E:133| 100]: Train Loss:0.0011471, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:22:46,773 - yago11k_0.00003 - [INFO] - [E:133| 200]: Train Loss:0.0011473, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:23:50,776 - yago11k_0.00003 - [INFO] - [E:133| 300]: Train Loss:0.0011473, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:24:54,669 - yago11k_0.00003 - [INFO] - [E:133| 400]: Train Loss:0.0011476, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:25:58,530 - yago11k_0.00003 - [INFO] - [E:133| 500]: Train Loss:0.0011471, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:27:02,452 - yago11k_0.00003 - [INFO] - [E:133| 600]: Train Loss:0.0011473, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:27:02,452 - yago11k_0.00003 - [INFO] - [Epoch:133]: Training Loss:0.001147 + +2023-06-05 20:27:02,671 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 20:27:14,818 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 20:27:26,829 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.40766, Head : 0.23026, Avg : 0.31896 + +2023-06-05 20:27:26,829 - yago11k_0.00003 - [INFO] - [Epoch 133]: Training Loss: 0.0011473, Valid MRR: 0.31988, + + + +2023-06-05 20:27:27,488 - yago11k_0.00003 - [INFO] - [E:134| 0]: Train Loss:0.0011248, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:28:31,301 - yago11k_0.00003 - [INFO] - [E:134| 100]: Train Loss:0.0011438, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:29:35,138 - yago11k_0.00003 - [INFO] - [E:134| 200]: Train Loss:0.0011437, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:30:38,903 - yago11k_0.00003 - [INFO] - [E:134| 300]: Train Loss:0.001145, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:31:42,710 - yago11k_0.00003 - [INFO] - [E:134| 400]: Train Loss:0.0011466, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:32:46,516 - yago11k_0.00003 - [INFO] - [E:134| 500]: Train Loss:0.001147, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:33:49,952 - yago11k_0.00003 - [INFO] - [E:134| 600]: Train Loss:0.0011467, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:33:49,953 - yago11k_0.00003 - [INFO] - [Epoch:134]: Training Loss:0.001147 + +2023-06-05 20:33:50,169 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 20:34:02,249 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 20:34:14,169 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.40209, Head : 0.22898, Avg : 0.31554 + +2023-06-05 20:34:14,170 - yago11k_0.00003 - [INFO] - [Epoch 134]: Training Loss: 0.0011467, Valid MRR: 0.31988, + + + +2023-06-05 20:34:14,813 - yago11k_0.00003 - [INFO] - [E:135| 0]: Train Loss:0.0011402, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:35:18,635 - yago11k_0.00003 - [INFO] - [E:135| 100]: Train Loss:0.0011432, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:36:22,431 - yago11k_0.00003 - [INFO] - [E:135| 200]: Train Loss:0.0011444, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:37:26,344 - yago11k_0.00003 - [INFO] - [E:135| 300]: Train Loss:0.0011457, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:38:30,172 - yago11k_0.00003 - [INFO] - [E:135| 400]: Train Loss:0.0011457, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:39:34,011 - yago11k_0.00003 - [INFO] - [E:135| 500]: Train Loss:0.0011459, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:40:37,509 - yago11k_0.00003 - [INFO] - [E:135| 600]: Train Loss:0.0011461, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:40:37,509 - yago11k_0.00003 - [INFO] - [Epoch:135]: Training Loss:0.001146 + +2023-06-05 20:40:37,726 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 20:40:49,806 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 20:41:01,685 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.40808, Head : 0.23071, Avg : 0.31939 + +2023-06-05 20:41:01,685 - yago11k_0.00003 - [INFO] - [Epoch 135]: Training Loss: 0.0011461, Valid MRR: 0.31988, + + + +2023-06-05 20:41:02,322 - yago11k_0.00003 - [INFO] - [E:136| 0]: Train Loss:0.0011266, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:42:05,713 - yago11k_0.00003 - [INFO] - [E:136| 100]: Train Loss:0.0011452, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:43:09,000 - yago11k_0.00003 - [INFO] - [E:136| 200]: Train Loss:0.0011448, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:44:12,530 - yago11k_0.00003 - [INFO] - [E:136| 300]: Train Loss:0.0011453, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:45:16,303 - yago11k_0.00003 - [INFO] - [E:136| 400]: Train Loss:0.0011453, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:46:19,993 - yago11k_0.00003 - [INFO] - [E:136| 500]: Train Loss:0.0011458, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:47:23,322 - yago11k_0.00003 - [INFO] - [E:136| 600]: Train Loss:0.0011461, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:47:23,323 - yago11k_0.00003 - [INFO] - [Epoch:136]: Training Loss:0.001146 + +2023-06-05 20:47:23,543 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 20:47:35,632 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 20:47:47,544 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.40081, Head : 0.22836, Avg : 0.31459 + +2023-06-05 20:47:47,545 - yago11k_0.00003 - [INFO] - [Epoch 136]: Training Loss: 0.0011461, Valid MRR: 0.31988, + + + +2023-06-05 20:47:48,199 - yago11k_0.00003 - [INFO] - [E:137| 0]: Train Loss:0.0011532, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:48:51,960 - yago11k_0.00003 - [INFO] - [E:137| 100]: Train Loss:0.0011443, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:49:55,821 - yago11k_0.00003 - [INFO] - [E:137| 200]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:50:59,692 - yago11k_0.00003 - [INFO] - [E:137| 300]: Train Loss:0.0011449, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:52:03,657 - yago11k_0.00003 - [INFO] - [E:137| 400]: Train Loss:0.0011449, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:53:07,538 - yago11k_0.00003 - [INFO] - [E:137| 500]: Train Loss:0.001145, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:54:10,927 - yago11k_0.00003 - [INFO] - [E:137| 600]: Train Loss:0.0011453, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:54:10,928 - yago11k_0.00003 - [INFO] - [Epoch:137]: Training Loss:0.001145 + +2023-06-05 20:54:11,144 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 20:54:23,240 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 20:54:35,170 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.40088, Head : 0.22742, Avg : 0.31415 + +2023-06-05 20:54:35,171 - yago11k_0.00003 - [INFO] - [Epoch 137]: Training Loss: 0.0011453, Valid MRR: 0.31988, + + + +2023-06-05 20:54:35,814 - yago11k_0.00003 - [INFO] - [E:138| 0]: Train Loss:0.0011563, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:55:39,657 - yago11k_0.00003 - [INFO] - [E:138| 100]: Train Loss:0.0011434, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:56:43,520 - yago11k_0.00003 - [INFO] - [E:138| 200]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:57:47,804 - yago11k_0.00003 - [INFO] - [E:138| 300]: Train Loss:0.001145, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:58:52,045 - yago11k_0.00003 - [INFO] - [E:138| 400]: Train Loss:0.0011447, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 20:59:55,768 - yago11k_0.00003 - [INFO] - [E:138| 500]: Train Loss:0.0011451, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:00:59,058 - yago11k_0.00003 - [INFO] - [E:138| 600]: Train Loss:0.0011455, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:00:59,058 - yago11k_0.00003 - [INFO] - [Epoch:138]: Training Loss:0.001145 + +2023-06-05 21:00:59,275 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 21:01:11,327 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 21:01:23,227 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.40652, Head : 0.23084, Avg : 0.31868 + +2023-06-05 21:01:23,228 - yago11k_0.00003 - [INFO] - [Epoch 138]: Training Loss: 0.0011455, Valid MRR: 0.31988, + + + +2023-06-05 21:01:23,864 - yago11k_0.00003 - [INFO] - [E:139| 0]: Train Loss:0.0011623, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:02:27,553 - yago11k_0.00003 - [INFO] - [E:139| 100]: Train Loss:0.0011456, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:03:31,279 - yago11k_0.00003 - [INFO] - [E:139| 200]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:04:35,037 - yago11k_0.00003 - [INFO] - [E:139| 300]: Train Loss:0.0011436, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:05:38,823 - yago11k_0.00003 - [INFO] - [E:139| 400]: Train Loss:0.0011443, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:06:42,606 - yago11k_0.00003 - [INFO] - [E:139| 500]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:07:45,888 - yago11k_0.00003 - [INFO] - [E:139| 600]: Train Loss:0.0011451, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:07:45,888 - yago11k_0.00003 - [INFO] - [Epoch:139]: Training Loss:0.001145 + +2023-06-05 21:07:46,107 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 21:07:58,193 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 21:08:10,133 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.4044, Head : 0.2292, Avg : 0.3168 + MR: Tail : 501.19, Head : 829.82, Avg : 665.5 + Hit-1: Tail : 0.31689, Head : 0.18811, Avg : 0.2525 + Hit-3: Tail : 0.44485, Head : 0.22756, Avg : 0.3362 + Hit-10: Tail : 0.57238, Head : 0.30592, Avg : 0.43915 +2023-06-05 21:08:10,133 - yago11k_0.00003 - [INFO] - [Epoch 139]: Training Loss: 0.0011451, Valid MRR: 0.31988, + + + +2023-06-05 21:08:10,776 - yago11k_0.00003 - [INFO] - [E:140| 0]: Train Loss:0.0011422, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:09:14,430 - yago11k_0.00003 - [INFO] - [E:140| 100]: Train Loss:0.0011429, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:10:18,230 - yago11k_0.00003 - [INFO] - [E:140| 200]: Train Loss:0.0011442, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:11:22,026 - yago11k_0.00003 - [INFO] - [E:140| 300]: Train Loss:0.001145, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:12:25,685 - yago11k_0.00003 - [INFO] - [E:140| 400]: Train Loss:0.0011444, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:13:29,258 - yago11k_0.00003 - [INFO] - [E:140| 500]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:14:32,314 - yago11k_0.00003 - [INFO] - [E:140| 600]: Train Loss:0.0011444, Val MRR:0.31988, yago11k_0.00003 +2023-06-05 21:14:32,314 - yago11k_0.00003 - [INFO] - [Epoch:140]: Training Loss:0.001144 + +2023-06-05 21:14:32,530 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 21:14:44,566 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 21:14:56,462 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.41155, Head : 0.22965, Avg : 0.3206 + +2023-06-05 21:14:57,603 - yago11k_0.00003 - [INFO] - [Epoch 140]: Training Loss: 0.0011444, Valid MRR: 0.3206, + + + +2023-06-05 21:14:58,246 - yago11k_0.00003 - [INFO] - [E:141| 0]: Train Loss:0.0011331, Val MRR:0.3206, yago11k_0.00003 +2023-06-05 21:16:01,943 - yago11k_0.00003 - [INFO] - [E:141| 100]: Train Loss:0.0011405, Val MRR:0.3206, yago11k_0.00003 +2023-06-05 21:17:05,534 - yago11k_0.00003 - [INFO] - [E:141| 200]: Train Loss:0.0011429, Val MRR:0.3206, yago11k_0.00003 +2023-06-05 21:18:09,330 - yago11k_0.00003 - [INFO] - [E:141| 300]: Train Loss:0.0011425, Val MRR:0.3206, yago11k_0.00003 +2023-06-05 21:19:13,185 - yago11k_0.00003 - [INFO] - [E:141| 400]: Train Loss:0.0011432, Val MRR:0.3206, yago11k_0.00003 +2023-06-05 21:20:16,950 - yago11k_0.00003 - [INFO] - [E:141| 500]: Train Loss:0.0011442, Val MRR:0.3206, yago11k_0.00003 +2023-06-05 21:21:20,301 - yago11k_0.00003 - [INFO] - [E:141| 600]: Train Loss:0.0011443, Val MRR:0.3206, yago11k_0.00003 +2023-06-05 21:21:20,302 - yago11k_0.00003 - [INFO] - [Epoch:141]: Training Loss:0.001144 + +2023-06-05 21:21:20,518 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 21:21:32,606 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 21:21:44,505 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.41016, Head : 0.23269, Avg : 0.32142 + +2023-06-05 21:21:45,653 - yago11k_0.00003 - [INFO] - [Epoch 141]: Training Loss: 0.0011443, Valid MRR: 0.32142, + + + +2023-06-05 21:21:46,314 - yago11k_0.00003 - [INFO] - [E:142| 0]: Train Loss:0.0011123, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:22:49,990 - yago11k_0.00003 - [INFO] - [E:142| 100]: Train Loss:0.0011414, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:23:53,830 - yago11k_0.00003 - [INFO] - [E:142| 200]: Train Loss:0.0011422, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:24:57,618 - yago11k_0.00003 - [INFO] - [E:142| 300]: Train Loss:0.0011421, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:26:01,480 - yago11k_0.00003 - [INFO] - [E:142| 400]: Train Loss:0.0011427, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:27:05,263 - yago11k_0.00003 - [INFO] - [E:142| 500]: Train Loss:0.0011432, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:28:08,408 - yago11k_0.00003 - [INFO] - [E:142| 600]: Train Loss:0.0011436, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:28:08,408 - yago11k_0.00003 - [INFO] - [Epoch:142]: Training Loss:0.001144 + +2023-06-05 21:28:08,624 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 21:28:20,629 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 21:28:32,495 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.40736, Head : 0.22982, Avg : 0.31859 + +2023-06-05 21:28:32,495 - yago11k_0.00003 - [INFO] - [Epoch 142]: Training Loss: 0.0011436, Valid MRR: 0.32142, + + + +2023-06-05 21:28:33,142 - yago11k_0.00003 - [INFO] - [E:143| 0]: Train Loss:0.0011437, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:29:36,591 - yago11k_0.00003 - [INFO] - [E:143| 100]: Train Loss:0.0011434, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:30:40,154 - yago11k_0.00003 - [INFO] - [E:143| 200]: Train Loss:0.0011421, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:31:43,802 - yago11k_0.00003 - [INFO] - [E:143| 300]: Train Loss:0.0011429, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:32:47,498 - yago11k_0.00003 - [INFO] - [E:143| 400]: Train Loss:0.0011427, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:33:51,188 - yago11k_0.00003 - [INFO] - [E:143| 500]: Train Loss:0.0011428, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:34:54,500 - yago11k_0.00003 - [INFO] - [E:143| 600]: Train Loss:0.001143, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:34:54,501 - yago11k_0.00003 - [INFO] - [Epoch:143]: Training Loss:0.001143 + +2023-06-05 21:34:54,718 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 21:35:06,769 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 21:35:18,646 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.4074, Head : 0.22791, Avg : 0.31766 + +2023-06-05 21:35:18,647 - yago11k_0.00003 - [INFO] - [Epoch 143]: Training Loss: 0.001143, Valid MRR: 0.32142, + + + +2023-06-05 21:35:19,288 - yago11k_0.00003 - [INFO] - [E:144| 0]: Train Loss:0.0011523, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:36:23,014 - yago11k_0.00003 - [INFO] - [E:144| 100]: Train Loss:0.0011424, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:37:26,726 - yago11k_0.00003 - [INFO] - [E:144| 200]: Train Loss:0.0011419, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:38:30,453 - yago11k_0.00003 - [INFO] - [E:144| 300]: Train Loss:0.0011424, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:39:34,090 - yago11k_0.00003 - [INFO] - [E:144| 400]: Train Loss:0.0011426, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:40:37,754 - yago11k_0.00003 - [INFO] - [E:144| 500]: Train Loss:0.0011423, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:41:41,030 - yago11k_0.00003 - [INFO] - [E:144| 600]: Train Loss:0.0011429, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:41:41,031 - yago11k_0.00003 - [INFO] - [Epoch:144]: Training Loss:0.001143 + +2023-06-05 21:41:41,249 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 21:41:53,313 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 21:42:05,228 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.4032, Head : 0.22956, Avg : 0.31638 + +2023-06-05 21:42:05,228 - yago11k_0.00003 - [INFO] - [Epoch 144]: Training Loss: 0.0011429, Valid MRR: 0.32142, + + + +2023-06-05 21:42:05,876 - yago11k_0.00003 - [INFO] - [E:145| 0]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:43:09,652 - yago11k_0.00003 - [INFO] - [E:145| 100]: Train Loss:0.001145, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:44:13,126 - yago11k_0.00003 - [INFO] - [E:145| 200]: Train Loss:0.0011429, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:45:16,507 - yago11k_0.00003 - [INFO] - [E:145| 300]: Train Loss:0.0011428, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:46:20,149 - yago11k_0.00003 - [INFO] - [E:145| 400]: Train Loss:0.001142, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:47:23,907 - yago11k_0.00003 - [INFO] - [E:145| 500]: Train Loss:0.0011422, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:48:27,328 - yago11k_0.00003 - [INFO] - [E:145| 600]: Train Loss:0.0011423, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:48:27,328 - yago11k_0.00003 - [INFO] - [Epoch:145]: Training Loss:0.001142 + +2023-06-05 21:48:27,548 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 21:48:39,611 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 21:48:51,528 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.40688, Head : 0.22854, Avg : 0.31771 + +2023-06-05 21:48:51,528 - yago11k_0.00003 - [INFO] - [Epoch 145]: Training Loss: 0.0011423, Valid MRR: 0.32142, + + + +2023-06-05 21:48:52,176 - yago11k_0.00003 - [INFO] - [E:146| 0]: Train Loss:0.0011123, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:49:55,982 - yago11k_0.00003 - [INFO] - [E:146| 100]: Train Loss:0.0011383, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:50:59,865 - yago11k_0.00003 - [INFO] - [E:146| 200]: Train Loss:0.0011391, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:52:03,697 - yago11k_0.00003 - [INFO] - [E:146| 300]: Train Loss:0.0011402, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:53:07,609 - yago11k_0.00003 - [INFO] - [E:146| 400]: Train Loss:0.0011407, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:54:11,443 - yago11k_0.00003 - [INFO] - [E:146| 500]: Train Loss:0.0011409, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:55:14,819 - yago11k_0.00003 - [INFO] - [E:146| 600]: Train Loss:0.0011417, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:55:14,819 - yago11k_0.00003 - [INFO] - [Epoch:146]: Training Loss:0.001142 + +2023-06-05 21:55:15,038 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 21:55:27,109 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 21:55:39,052 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.39824, Head : 0.22901, Avg : 0.31362 + +2023-06-05 21:55:39,052 - yago11k_0.00003 - [INFO] - [Epoch 146]: Training Loss: 0.0011417, Valid MRR: 0.32142, + + + +2023-06-05 21:55:39,723 - yago11k_0.00003 - [INFO] - [E:147| 0]: Train Loss:0.0011565, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:56:43,650 - yago11k_0.00003 - [INFO] - [E:147| 100]: Train Loss:0.0011405, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:57:47,486 - yago11k_0.00003 - [INFO] - [E:147| 200]: Train Loss:0.0011399, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:58:51,400 - yago11k_0.00003 - [INFO] - [E:147| 300]: Train Loss:0.0011395, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 21:59:55,735 - yago11k_0.00003 - [INFO] - [E:147| 400]: Train Loss:0.0011406, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:00:59,835 - yago11k_0.00003 - [INFO] - [E:147| 500]: Train Loss:0.0011408, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:02:03,178 - yago11k_0.00003 - [INFO] - [E:147| 600]: Train Loss:0.001141, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:02:03,178 - yago11k_0.00003 - [INFO] - [Epoch:147]: Training Loss:0.001141 + +2023-06-05 22:02:03,394 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 22:02:15,470 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 22:02:27,378 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.4027, Head : 0.2293, Avg : 0.316 + +2023-06-05 22:02:27,378 - yago11k_0.00003 - [INFO] - [Epoch 147]: Training Loss: 0.001141, Valid MRR: 0.32142, + + + +2023-06-05 22:02:28,020 - yago11k_0.00003 - [INFO] - [E:148| 0]: Train Loss:0.0011401, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:03:31,820 - yago11k_0.00003 - [INFO] - [E:148| 100]: Train Loss:0.0011406, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:04:35,613 - yago11k_0.00003 - [INFO] - [E:148| 200]: Train Loss:0.0011402, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:05:39,475 - yago11k_0.00003 - [INFO] - [E:148| 300]: Train Loss:0.0011408, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:06:43,357 - yago11k_0.00003 - [INFO] - [E:148| 400]: Train Loss:0.0011412, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:07:47,272 - yago11k_0.00003 - [INFO] - [E:148| 500]: Train Loss:0.0011411, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:08:50,730 - yago11k_0.00003 - [INFO] - [E:148| 600]: Train Loss:0.0011409, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:08:50,730 - yago11k_0.00003 - [INFO] - [Epoch:148]: Training Loss:0.001141 + +2023-06-05 22:08:50,945 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 22:09:03,015 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 22:09:14,963 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.40121, Head : 0.22908, Avg : 0.31514 + +2023-06-05 22:09:14,963 - yago11k_0.00003 - [INFO] - [Epoch 148]: Training Loss: 0.0011409, Valid MRR: 0.32142, + + + +2023-06-05 22:09:15,611 - yago11k_0.00003 - [INFO] - [E:149| 0]: Train Loss:0.0011282, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:10:19,491 - yago11k_0.00003 - [INFO] - [E:149| 100]: Train Loss:0.0011406, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:11:23,346 - yago11k_0.00003 - [INFO] - [E:149| 200]: Train Loss:0.0011381, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:12:27,207 - yago11k_0.00003 - [INFO] - [E:149| 300]: Train Loss:0.0011393, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:13:31,162 - yago11k_0.00003 - [INFO] - [E:149| 400]: Train Loss:0.0011392, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:14:35,258 - yago11k_0.00003 - [INFO] - [E:149| 500]: Train Loss:0.0011398, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:15:39,158 - yago11k_0.00003 - [INFO] - [E:149| 600]: Train Loss:0.0011401, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:15:39,158 - yago11k_0.00003 - [INFO] - [Epoch:149]: Training Loss:0.00114 + +2023-06-05 22:15:39,373 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 22:15:51,457 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 22:16:03,403 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.4057, Head : 0.22952, Avg : 0.31761 + MR: Tail : 511.98, Head : 848.53, Avg : 680.26 + Hit-1: Tail : 0.31995, Head : 0.18797, Avg : 0.25396 + Hit-3: Tail : 0.43943, Head : 0.2284, Avg : 0.33391 + Hit-10: Tail : 0.57572, Head : 0.30439, Avg : 0.44005 +2023-06-05 22:16:03,403 - yago11k_0.00003 - [INFO] - [Epoch 149]: Training Loss: 0.0011401, Valid MRR: 0.32142, + + + +2023-06-05 22:16:04,050 - yago11k_0.00003 - [INFO] - [E:150| 0]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:17:07,798 - yago11k_0.00003 - [INFO] - [E:150| 100]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:18:11,641 - yago11k_0.00003 - [INFO] - [E:150| 200]: Train Loss:0.0011388, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:19:15,462 - yago11k_0.00003 - [INFO] - [E:150| 300]: Train Loss:0.0011392, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:20:19,198 - yago11k_0.00003 - [INFO] - [E:150| 400]: Train Loss:0.0011397, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:21:22,808 - yago11k_0.00003 - [INFO] - [E:150| 500]: Train Loss:0.0011403, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:22:26,136 - yago11k_0.00003 - [INFO] - [E:150| 600]: Train Loss:0.0011403, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:22:26,136 - yago11k_0.00003 - [INFO] - [Epoch:150]: Training Loss:0.00114 + +2023-06-05 22:22:26,352 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 22:22:38,452 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 22:22:50,388 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.40627, Head : 0.22844, Avg : 0.31735 + +2023-06-05 22:22:50,389 - yago11k_0.00003 - [INFO] - [Epoch 150]: Training Loss: 0.0011403, Valid MRR: 0.32142, + + + +2023-06-05 22:22:51,034 - yago11k_0.00003 - [INFO] - [E:151| 0]: Train Loss:0.0011105, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:23:54,883 - yago11k_0.00003 - [INFO] - [E:151| 100]: Train Loss:0.0011383, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:24:58,711 - yago11k_0.00003 - [INFO] - [E:151| 200]: Train Loss:0.0011389, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:26:02,553 - yago11k_0.00003 - [INFO] - [E:151| 300]: Train Loss:0.0011392, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:27:06,365 - yago11k_0.00003 - [INFO] - [E:151| 400]: Train Loss:0.00114, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:28:10,179 - yago11k_0.00003 - [INFO] - [E:151| 500]: Train Loss:0.0011402, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:29:13,549 - yago11k_0.00003 - [INFO] - [E:151| 600]: Train Loss:0.00114, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:29:13,550 - yago11k_0.00003 - [INFO] - [Epoch:151]: Training Loss:0.00114 + +2023-06-05 22:29:13,765 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 22:29:25,813 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 22:29:37,678 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.40415, Head : 0.23059, Avg : 0.31737 + +2023-06-05 22:29:37,679 - yago11k_0.00003 - [INFO] - [Epoch 151]: Training Loss: 0.00114, Valid MRR: 0.32142, + + + +2023-06-05 22:29:38,321 - yago11k_0.00003 - [INFO] - [E:152| 0]: Train Loss:0.0011293, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:30:41,877 - yago11k_0.00003 - [INFO] - [E:152| 100]: Train Loss:0.0011377, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:31:45,476 - yago11k_0.00003 - [INFO] - [E:152| 200]: Train Loss:0.0011398, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:32:49,216 - yago11k_0.00003 - [INFO] - [E:152| 300]: Train Loss:0.0011406, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:33:52,880 - yago11k_0.00003 - [INFO] - [E:152| 400]: Train Loss:0.0011404, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:34:56,588 - yago11k_0.00003 - [INFO] - [E:152| 500]: Train Loss:0.0011405, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:35:59,965 - yago11k_0.00003 - [INFO] - [E:152| 600]: Train Loss:0.0011398, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:35:59,966 - yago11k_0.00003 - [INFO] - [Epoch:152]: Training Loss:0.00114 + +2023-06-05 22:36:00,181 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 22:36:12,248 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 22:36:24,160 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.40624, Head : 0.22957, Avg : 0.3179 + +2023-06-05 22:36:24,160 - yago11k_0.00003 - [INFO] - [Epoch 152]: Training Loss: 0.0011398, Valid MRR: 0.32142, + + + +2023-06-05 22:36:24,806 - yago11k_0.00003 - [INFO] - [E:153| 0]: Train Loss:0.0011162, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:37:28,468 - yago11k_0.00003 - [INFO] - [E:153| 100]: Train Loss:0.0011358, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:38:32,187 - yago11k_0.00003 - [INFO] - [E:153| 200]: Train Loss:0.0011393, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:39:35,922 - yago11k_0.00003 - [INFO] - [E:153| 300]: Train Loss:0.0011387, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:40:39,705 - yago11k_0.00003 - [INFO] - [E:153| 400]: Train Loss:0.0011381, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:41:43,430 - yago11k_0.00003 - [INFO] - [E:153| 500]: Train Loss:0.0011385, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:42:46,720 - yago11k_0.00003 - [INFO] - [E:153| 600]: Train Loss:0.001139, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:42:46,720 - yago11k_0.00003 - [INFO] - [Epoch:153]: Training Loss:0.001139 + +2023-06-05 22:42:46,939 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 22:42:58,990 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 22:43:10,888 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.4074, Head : 0.23085, Avg : 0.31913 + +2023-06-05 22:43:10,889 - yago11k_0.00003 - [INFO] - [Epoch 153]: Training Loss: 0.001139, Valid MRR: 0.32142, + + + +2023-06-05 22:43:11,530 - yago11k_0.00003 - [INFO] - [E:154| 0]: Train Loss:0.0011212, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:44:15,228 - yago11k_0.00003 - [INFO] - [E:154| 100]: Train Loss:0.0011358, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:45:18,781 - yago11k_0.00003 - [INFO] - [E:154| 200]: Train Loss:0.0011371, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:46:22,312 - yago11k_0.00003 - [INFO] - [E:154| 300]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:47:25,892 - yago11k_0.00003 - [INFO] - [E:154| 400]: Train Loss:0.0011381, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:48:29,701 - yago11k_0.00003 - [INFO] - [E:154| 500]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:49:33,100 - yago11k_0.00003 - [INFO] - [E:154| 600]: Train Loss:0.0011386, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:49:33,100 - yago11k_0.00003 - [INFO] - [Epoch:154]: Training Loss:0.001139 + +2023-06-05 22:49:33,320 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 22:49:45,372 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 22:49:57,306 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.3981, Head : 0.23098, Avg : 0.31454 + +2023-06-05 22:49:57,306 - yago11k_0.00003 - [INFO] - [Epoch 154]: Training Loss: 0.0011386, Valid MRR: 0.32142, + + + +2023-06-05 22:49:57,959 - yago11k_0.00003 - [INFO] - [E:155| 0]: Train Loss:0.0011521, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:51:01,769 - yago11k_0.00003 - [INFO] - [E:155| 100]: Train Loss:0.0011369, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:52:05,581 - yago11k_0.00003 - [INFO] - [E:155| 200]: Train Loss:0.0011375, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:53:09,457 - yago11k_0.00003 - [INFO] - [E:155| 300]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:54:13,390 - yago11k_0.00003 - [INFO] - [E:155| 400]: Train Loss:0.0011382, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:55:17,228 - yago11k_0.00003 - [INFO] - [E:155| 500]: Train Loss:0.0011381, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:56:20,634 - yago11k_0.00003 - [INFO] - [E:155| 600]: Train Loss:0.0011385, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:56:20,634 - yago11k_0.00003 - [INFO] - [Epoch:155]: Training Loss:0.001138 + +2023-06-05 22:56:20,852 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 22:56:32,937 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 22:56:44,889 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.40323, Head : 0.2319, Avg : 0.31756 + +2023-06-05 22:56:44,889 - yago11k_0.00003 - [INFO] - [Epoch 155]: Training Loss: 0.0011385, Valid MRR: 0.32142, + + + +2023-06-05 22:56:45,539 - yago11k_0.00003 - [INFO] - [E:156| 0]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:57:49,407 - yago11k_0.00003 - [INFO] - [E:156| 100]: Train Loss:0.0011385, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:58:53,299 - yago11k_0.00003 - [INFO] - [E:156| 200]: Train Loss:0.0011377, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 22:59:57,244 - yago11k_0.00003 - [INFO] - [E:156| 300]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:01:01,443 - yago11k_0.00003 - [INFO] - [E:156| 400]: Train Loss:0.0011375, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:02:05,764 - yago11k_0.00003 - [INFO] - [E:156| 500]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:03:09,193 - yago11k_0.00003 - [INFO] - [E:156| 600]: Train Loss:0.001138, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:03:09,194 - yago11k_0.00003 - [INFO] - [Epoch:156]: Training Loss:0.001138 + +2023-06-05 23:03:09,408 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 23:03:21,471 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 23:03:33,392 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.40493, Head : 0.2296, Avg : 0.31726 + +2023-06-05 23:03:33,392 - yago11k_0.00003 - [INFO] - [Epoch 156]: Training Loss: 0.001138, Valid MRR: 0.32142, + + + +2023-06-05 23:03:34,041 - yago11k_0.00003 - [INFO] - [E:157| 0]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:04:37,876 - yago11k_0.00003 - [INFO] - [E:157| 100]: Train Loss:0.0011379, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:05:41,751 - yago11k_0.00003 - [INFO] - [E:157| 200]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:06:45,617 - yago11k_0.00003 - [INFO] - [E:157| 300]: Train Loss:0.0011373, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:07:49,461 - yago11k_0.00003 - [INFO] - [E:157| 400]: Train Loss:0.0011377, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:08:53,319 - yago11k_0.00003 - [INFO] - [E:157| 500]: Train Loss:0.001138, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:09:56,821 - yago11k_0.00003 - [INFO] - [E:157| 600]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:09:56,821 - yago11k_0.00003 - [INFO] - [Epoch:157]: Training Loss:0.001138 + +2023-06-05 23:09:57,037 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 23:10:09,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 23:10:21,083 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.40438, Head : 0.22944, Avg : 0.31691 + +2023-06-05 23:10:21,083 - yago11k_0.00003 - [INFO] - [Epoch 157]: Training Loss: 0.0011378, Valid MRR: 0.32142, + + + +2023-06-05 23:10:21,732 - yago11k_0.00003 - [INFO] - [E:158| 0]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:11:25,565 - yago11k_0.00003 - [INFO] - [E:158| 100]: Train Loss:0.0011349, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:12:29,421 - yago11k_0.00003 - [INFO] - [E:158| 200]: Train Loss:0.0011363, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:13:33,337 - yago11k_0.00003 - [INFO] - [E:158| 300]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:14:37,183 - yago11k_0.00003 - [INFO] - [E:158| 400]: Train Loss:0.0011376, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:15:41,226 - yago11k_0.00003 - [INFO] - [E:158| 500]: Train Loss:0.0011368, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:16:45,188 - yago11k_0.00003 - [INFO] - [E:158| 600]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:16:45,188 - yago11k_0.00003 - [INFO] - [Epoch:158]: Training Loss:0.001137 + +2023-06-05 23:16:45,407 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 23:16:57,550 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 23:17:09,461 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.40547, Head : 0.22954, Avg : 0.3175 + +2023-06-05 23:17:09,461 - yago11k_0.00003 - [INFO] - [Epoch 158]: Training Loss: 0.0011374, Valid MRR: 0.32142, + + + +2023-06-05 23:17:10,114 - yago11k_0.00003 - [INFO] - [E:159| 0]: Train Loss:0.0011206, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:18:13,891 - yago11k_0.00003 - [INFO] - [E:159| 100]: Train Loss:0.0011364, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:19:17,691 - yago11k_0.00003 - [INFO] - [E:159| 200]: Train Loss:0.0011362, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:20:21,524 - yago11k_0.00003 - [INFO] - [E:159| 300]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:21:25,418 - yago11k_0.00003 - [INFO] - [E:159| 400]: Train Loss:0.001138, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:22:29,247 - yago11k_0.00003 - [INFO] - [E:159| 500]: Train Loss:0.0011373, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:23:32,705 - yago11k_0.00003 - [INFO] - [E:159| 600]: Train Loss:0.0011375, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:23:32,706 - yago11k_0.00003 - [INFO] - [Epoch:159]: Training Loss:0.001137 + +2023-06-05 23:23:32,921 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 23:23:45,007 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 23:23:56,949 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.40777, Head : 0.23068, Avg : 0.31923 + MR: Tail : 540.94, Head : 862.48, Avg : 701.71 + Hit-1: Tail : 0.3244, Head : 0.18908, Avg : 0.25674 + Hit-3: Tail : 0.43998, Head : 0.22687, Avg : 0.33343 + Hit-10: Tail : 0.5721, Head : 0.3112, Avg : 0.44165 +2023-06-05 23:23:56,949 - yago11k_0.00003 - [INFO] - [Epoch 159]: Training Loss: 0.0011375, Valid MRR: 0.32142, + + + +2023-06-05 23:23:57,588 - yago11k_0.00003 - [INFO] - [E:160| 0]: Train Loss:0.0011515, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:25:01,430 - yago11k_0.00003 - [INFO] - [E:160| 100]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:26:05,272 - yago11k_0.00003 - [INFO] - [E:160| 200]: Train Loss:0.0011363, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:27:09,160 - yago11k_0.00003 - [INFO] - [E:160| 300]: Train Loss:0.0011355, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:28:13,060 - yago11k_0.00003 - [INFO] - [E:160| 400]: Train Loss:0.001136, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:29:16,961 - yago11k_0.00003 - [INFO] - [E:160| 500]: Train Loss:0.0011364, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:30:20,422 - yago11k_0.00003 - [INFO] - [E:160| 600]: Train Loss:0.001137, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:30:20,423 - yago11k_0.00003 - [INFO] - [Epoch:160]: Training Loss:0.001137 + +2023-06-05 23:30:20,639 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 23:30:32,791 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 23:30:44,843 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.40452, Head : 0.22923, Avg : 0.31688 + +2023-06-05 23:30:44,844 - yago11k_0.00003 - [INFO] - [Epoch 160]: Training Loss: 0.001137, Valid MRR: 0.32142, + + + +2023-06-05 23:30:45,506 - yago11k_0.00003 - [INFO] - [E:161| 0]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:31:49,918 - yago11k_0.00003 - [INFO] - [E:161| 100]: Train Loss:0.0011375, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:32:53,746 - yago11k_0.00003 - [INFO] - [E:161| 200]: Train Loss:0.0011362, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:33:57,519 - yago11k_0.00003 - [INFO] - [E:161| 300]: Train Loss:0.0011368, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:35:01,284 - yago11k_0.00003 - [INFO] - [E:161| 400]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:36:05,049 - yago11k_0.00003 - [INFO] - [E:161| 500]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:37:08,405 - yago11k_0.00003 - [INFO] - [E:161| 600]: Train Loss:0.0011361, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:37:08,406 - yago11k_0.00003 - [INFO] - [Epoch:161]: Training Loss:0.001136 + +2023-06-05 23:37:08,621 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 23:37:20,691 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 23:37:32,633 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.40854, Head : 0.23066, Avg : 0.3196 + +2023-06-05 23:37:32,634 - yago11k_0.00003 - [INFO] - [Epoch 161]: Training Loss: 0.0011361, Valid MRR: 0.32142, + + + +2023-06-05 23:37:33,297 - yago11k_0.00003 - [INFO] - [E:162| 0]: Train Loss:0.0011184, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:38:37,132 - yago11k_0.00003 - [INFO] - [E:162| 100]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:39:40,935 - yago11k_0.00003 - [INFO] - [E:162| 200]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:40:44,697 - yago11k_0.00003 - [INFO] - [E:162| 300]: Train Loss:0.0011354, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:41:48,501 - yago11k_0.00003 - [INFO] - [E:162| 400]: Train Loss:0.0011355, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:42:52,325 - yago11k_0.00003 - [INFO] - [E:162| 500]: Train Loss:0.0011359, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:43:55,713 - yago11k_0.00003 - [INFO] - [E:162| 600]: Train Loss:0.0011362, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:43:55,714 - yago11k_0.00003 - [INFO] - [Epoch:162]: Training Loss:0.001136 + +2023-06-05 23:43:55,935 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 23:44:08,011 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 23:44:19,957 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.4097, Head : 0.23093, Avg : 0.32032 + +2023-06-05 23:44:19,957 - yago11k_0.00003 - [INFO] - [Epoch 162]: Training Loss: 0.0011362, Valid MRR: 0.32142, + + + +2023-06-05 23:44:20,616 - yago11k_0.00003 - [INFO] - [E:163| 0]: Train Loss:0.001155, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:45:24,422 - yago11k_0.00003 - [INFO] - [E:163| 100]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:46:27,999 - yago11k_0.00003 - [INFO] - [E:163| 200]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:47:31,399 - yago11k_0.00003 - [INFO] - [E:163| 300]: Train Loss:0.0011351, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:48:35,076 - yago11k_0.00003 - [INFO] - [E:163| 400]: Train Loss:0.0011354, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:49:38,843 - yago11k_0.00003 - [INFO] - [E:163| 500]: Train Loss:0.0011353, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:50:42,268 - yago11k_0.00003 - [INFO] - [E:163| 600]: Train Loss:0.0011359, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:50:42,268 - yago11k_0.00003 - [INFO] - [Epoch:163]: Training Loss:0.001136 + +2023-06-05 23:50:42,484 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 23:50:54,570 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 23:51:06,502 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.4038, Head : 0.22966, Avg : 0.31673 + +2023-06-05 23:51:06,502 - yago11k_0.00003 - [INFO] - [Epoch 163]: Training Loss: 0.0011359, Valid MRR: 0.32142, + + + +2023-06-05 23:51:07,143 - yago11k_0.00003 - [INFO] - [E:164| 0]: Train Loss:0.0011615, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:52:10,909 - yago11k_0.00003 - [INFO] - [E:164| 100]: Train Loss:0.0011327, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:53:14,731 - yago11k_0.00003 - [INFO] - [E:164| 200]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:54:18,535 - yago11k_0.00003 - [INFO] - [E:164| 300]: Train Loss:0.0011356, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:55:22,414 - yago11k_0.00003 - [INFO] - [E:164| 400]: Train Loss:0.0011361, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:56:26,303 - yago11k_0.00003 - [INFO] - [E:164| 500]: Train Loss:0.0011354, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:57:29,752 - yago11k_0.00003 - [INFO] - [E:164| 600]: Train Loss:0.0011356, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:57:29,753 - yago11k_0.00003 - [INFO] - [Epoch:164]: Training Loss:0.001136 + +2023-06-05 23:57:29,971 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-05 23:57:42,051 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-05 23:57:53,993 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.40623, Head : 0.23052, Avg : 0.31838 + +2023-06-05 23:57:53,993 - yago11k_0.00003 - [INFO] - [Epoch 164]: Training Loss: 0.0011356, Valid MRR: 0.32142, + + + +2023-06-05 23:57:54,649 - yago11k_0.00003 - [INFO] - [E:165| 0]: Train Loss:0.0011113, Val MRR:0.32142, yago11k_0.00003 +2023-06-05 23:58:58,542 - yago11k_0.00003 - [INFO] - [E:165| 100]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:00:02,388 - yago11k_0.00003 - [INFO] - [E:165| 200]: Train Loss:0.0011343, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:01:06,317 - yago11k_0.00003 - [INFO] - [E:165| 300]: Train Loss:0.0011348, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:02:10,701 - yago11k_0.00003 - [INFO] - [E:165| 400]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:03:14,723 - yago11k_0.00003 - [INFO] - [E:165| 500]: Train Loss:0.0011343, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:04:18,136 - yago11k_0.00003 - [INFO] - [E:165| 600]: Train Loss:0.001135, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:04:18,136 - yago11k_0.00003 - [INFO] - [Epoch:165]: Training Loss:0.001135 + +2023-06-06 00:04:18,351 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 00:04:30,425 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 00:04:42,330 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.40718, Head : 0.22909, Avg : 0.31813 + +2023-06-06 00:04:42,330 - yago11k_0.00003 - [INFO] - [Epoch 165]: Training Loss: 0.001135, Valid MRR: 0.32142, + + + +2023-06-06 00:04:42,986 - yago11k_0.00003 - [INFO] - [E:166| 0]: Train Loss:0.0011307, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:05:46,852 - yago11k_0.00003 - [INFO] - [E:166| 100]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:06:50,713 - yago11k_0.00003 - [INFO] - [E:166| 200]: Train Loss:0.0011352, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:07:54,588 - yago11k_0.00003 - [INFO] - [E:166| 300]: Train Loss:0.0011344, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:08:58,477 - yago11k_0.00003 - [INFO] - [E:166| 400]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:10:02,349 - yago11k_0.00003 - [INFO] - [E:166| 500]: Train Loss:0.001135, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:11:05,837 - yago11k_0.00003 - [INFO] - [E:166| 600]: Train Loss:0.001135, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:11:05,837 - yago11k_0.00003 - [INFO] - [Epoch:166]: Training Loss:0.001135 + +2023-06-06 00:11:06,054 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 00:11:18,149 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 00:11:30,107 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.40371, Head : 0.23043, Avg : 0.31707 + +2023-06-06 00:11:30,107 - yago11k_0.00003 - [INFO] - [Epoch 166]: Training Loss: 0.001135, Valid MRR: 0.32142, + + + +2023-06-06 00:11:30,758 - yago11k_0.00003 - [INFO] - [E:167| 0]: Train Loss:0.0011169, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:12:34,612 - yago11k_0.00003 - [INFO] - [E:167| 100]: Train Loss:0.001133, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:13:38,506 - yago11k_0.00003 - [INFO] - [E:167| 200]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:14:42,436 - yago11k_0.00003 - [INFO] - [E:167| 300]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:15:46,285 - yago11k_0.00003 - [INFO] - [E:167| 400]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:16:50,432 - yago11k_0.00003 - [INFO] - [E:167| 500]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:17:54,655 - yago11k_0.00003 - [INFO] - [E:167| 600]: Train Loss:0.0011348, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:17:54,655 - yago11k_0.00003 - [INFO] - [Epoch:167]: Training Loss:0.001135 + +2023-06-06 00:17:54,869 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 00:18:07,060 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 00:18:19,158 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.40559, Head : 0.23022, Avg : 0.3179 + +2023-06-06 00:18:19,159 - yago11k_0.00003 - [INFO] - [Epoch 167]: Training Loss: 0.0011348, Valid MRR: 0.32142, + + + +2023-06-06 00:18:19,817 - yago11k_0.00003 - [INFO] - [E:168| 0]: Train Loss:0.0011185, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:19:24,363 - yago11k_0.00003 - [INFO] - [E:168| 100]: Train Loss:0.0011338, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:20:28,392 - yago11k_0.00003 - [INFO] - [E:168| 200]: Train Loss:0.0011336, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:21:32,295 - yago11k_0.00003 - [INFO] - [E:168| 300]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:22:36,142 - yago11k_0.00003 - [INFO] - [E:168| 400]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:23:39,916 - yago11k_0.00003 - [INFO] - [E:168| 500]: Train Loss:0.0011348, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:24:43,299 - yago11k_0.00003 - [INFO] - [E:168| 600]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:24:43,299 - yago11k_0.00003 - [INFO] - [Epoch:168]: Training Loss:0.001134 + +2023-06-06 00:24:43,515 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 00:24:55,613 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 00:25:07,564 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.40964, Head : 0.22981, Avg : 0.31972 + +2023-06-06 00:25:07,565 - yago11k_0.00003 - [INFO] - [Epoch 168]: Training Loss: 0.001134, Valid MRR: 0.32142, + + + +2023-06-06 00:25:08,212 - yago11k_0.00003 - [INFO] - [E:169| 0]: Train Loss:0.0011186, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:26:12,099 - yago11k_0.00003 - [INFO] - [E:169| 100]: Train Loss:0.0011336, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:27:15,914 - yago11k_0.00003 - [INFO] - [E:169| 200]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:28:19,776 - yago11k_0.00003 - [INFO] - [E:169| 300]: Train Loss:0.0011335, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:29:23,633 - yago11k_0.00003 - [INFO] - [E:169| 400]: Train Loss:0.0011343, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:30:27,501 - yago11k_0.00003 - [INFO] - [E:169| 500]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:31:31,101 - yago11k_0.00003 - [INFO] - [E:169| 600]: Train Loss:0.0011343, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:31:31,101 - yago11k_0.00003 - [INFO] - [Epoch:169]: Training Loss:0.001134 + +2023-06-06 00:31:31,321 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 00:31:43,469 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 00:31:55,489 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.40611, Head : 0.22907, Avg : 0.31759 + MR: Tail : 530.8, Head : 868.18, Avg : 699.49 + Hit-1: Tail : 0.31828, Head : 0.18825, Avg : 0.25326 + Hit-3: Tail : 0.44707, Head : 0.22437, Avg : 0.33572 + Hit-10: Tail : 0.57905, Head : 0.30481, Avg : 0.44193 +2023-06-06 00:31:55,490 - yago11k_0.00003 - [INFO] - [Epoch 169]: Training Loss: 0.0011343, Valid MRR: 0.32142, + + + +2023-06-06 00:31:56,148 - yago11k_0.00003 - [INFO] - [E:170| 0]: Train Loss:0.0011179, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:33:00,469 - yago11k_0.00003 - [INFO] - [E:170| 100]: Train Loss:0.0011326, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:34:04,307 - yago11k_0.00003 - [INFO] - [E:170| 200]: Train Loss:0.0011332, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:35:08,136 - yago11k_0.00003 - [INFO] - [E:170| 300]: Train Loss:0.0011329, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:36:12,038 - yago11k_0.00003 - [INFO] - [E:170| 400]: Train Loss:0.0011333, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:37:15,917 - yago11k_0.00003 - [INFO] - [E:170| 500]: Train Loss:0.0011335, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:38:19,398 - yago11k_0.00003 - [INFO] - [E:170| 600]: Train Loss:0.0011337, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:38:19,398 - yago11k_0.00003 - [INFO] - [Epoch:170]: Training Loss:0.001134 + +2023-06-06 00:38:19,614 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 00:38:31,691 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 00:38:43,632 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.40937, Head : 0.22894, Avg : 0.31916 + +2023-06-06 00:38:43,632 - yago11k_0.00003 - [INFO] - [Epoch 170]: Training Loss: 0.0011337, Valid MRR: 0.32142, + + + +2023-06-06 00:38:44,270 - yago11k_0.00003 - [INFO] - [E:171| 0]: Train Loss:0.0011658, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:39:48,124 - yago11k_0.00003 - [INFO] - [E:171| 100]: Train Loss:0.0011314, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:40:51,980 - yago11k_0.00003 - [INFO] - [E:171| 200]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:41:55,876 - yago11k_0.00003 - [INFO] - [E:171| 300]: Train Loss:0.0011328, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:42:59,786 - yago11k_0.00003 - [INFO] - [E:171| 400]: Train Loss:0.0011328, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:44:03,689 - yago11k_0.00003 - [INFO] - [E:171| 500]: Train Loss:0.0011332, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:45:07,173 - yago11k_0.00003 - [INFO] - [E:171| 600]: Train Loss:0.0011335, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:45:07,173 - yago11k_0.00003 - [INFO] - [Epoch:171]: Training Loss:0.001133 + +2023-06-06 00:45:07,392 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 00:45:19,487 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 00:45:31,398 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.40609, Head : 0.22988, Avg : 0.31799 + +2023-06-06 00:45:31,398 - yago11k_0.00003 - [INFO] - [Epoch 171]: Training Loss: 0.0011335, Valid MRR: 0.32142, + + + +2023-06-06 00:45:32,054 - yago11k_0.00003 - [INFO] - [E:172| 0]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:46:36,120 - yago11k_0.00003 - [INFO] - [E:172| 100]: Train Loss:0.0011309, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:47:40,528 - yago11k_0.00003 - [INFO] - [E:172| 200]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:48:44,410 - yago11k_0.00003 - [INFO] - [E:172| 300]: Train Loss:0.0011314, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:49:48,219 - yago11k_0.00003 - [INFO] - [E:172| 400]: Train Loss:0.0011318, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:50:51,950 - yago11k_0.00003 - [INFO] - [E:172| 500]: Train Loss:0.0011323, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:51:55,330 - yago11k_0.00003 - [INFO] - [E:172| 600]: Train Loss:0.0011331, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:51:55,331 - yago11k_0.00003 - [INFO] - [Epoch:172]: Training Loss:0.001133 + +2023-06-06 00:51:55,547 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 00:52:07,597 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 00:52:19,528 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.40287, Head : 0.23068, Avg : 0.31678 + +2023-06-06 00:52:19,528 - yago11k_0.00003 - [INFO] - [Epoch 172]: Training Loss: 0.0011331, Valid MRR: 0.32142, + + + +2023-06-06 00:52:20,172 - yago11k_0.00003 - [INFO] - [E:173| 0]: Train Loss:0.0011721, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:53:24,044 - yago11k_0.00003 - [INFO] - [E:173| 100]: Train Loss:0.0011335, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:54:27,843 - yago11k_0.00003 - [INFO] - [E:173| 200]: Train Loss:0.0011341, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:55:31,639 - yago11k_0.00003 - [INFO] - [E:173| 300]: Train Loss:0.0011338, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:56:35,417 - yago11k_0.00003 - [INFO] - [E:173| 400]: Train Loss:0.0011337, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:57:39,116 - yago11k_0.00003 - [INFO] - [E:173| 500]: Train Loss:0.0011336, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:58:42,462 - yago11k_0.00003 - [INFO] - [E:173| 600]: Train Loss:0.0011333, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 00:58:42,462 - yago11k_0.00003 - [INFO] - [Epoch:173]: Training Loss:0.001133 + +2023-06-06 00:58:42,681 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 00:58:54,741 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 00:59:06,653 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.40297, Head : 0.23125, Avg : 0.31711 + +2023-06-06 00:59:06,653 - yago11k_0.00003 - [INFO] - [Epoch 173]: Training Loss: 0.0011333, Valid MRR: 0.32142, + + + +2023-06-06 00:59:07,299 - yago11k_0.00003 - [INFO] - [E:174| 0]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:00:11,076 - yago11k_0.00003 - [INFO] - [E:174| 100]: Train Loss:0.001133, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:01:14,800 - yago11k_0.00003 - [INFO] - [E:174| 200]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:02:18,352 - yago11k_0.00003 - [INFO] - [E:174| 300]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:03:21,706 - yago11k_0.00003 - [INFO] - [E:174| 400]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:04:25,336 - yago11k_0.00003 - [INFO] - [E:174| 500]: Train Loss:0.0011324, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:05:28,742 - yago11k_0.00003 - [INFO] - [E:174| 600]: Train Loss:0.0011326, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:05:28,742 - yago11k_0.00003 - [INFO] - [Epoch:174]: Training Loss:0.001133 + +2023-06-06 01:05:28,961 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 01:05:41,017 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 01:05:52,952 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.403, Head : 0.22968, Avg : 0.31634 + +2023-06-06 01:05:52,952 - yago11k_0.00003 - [INFO] - [Epoch 174]: Training Loss: 0.0011326, Valid MRR: 0.32142, + + + +2023-06-06 01:05:53,612 - yago11k_0.00003 - [INFO] - [E:175| 0]: Train Loss:0.0011285, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:06:57,386 - yago11k_0.00003 - [INFO] - [E:175| 100]: Train Loss:0.0011305, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:08:01,290 - yago11k_0.00003 - [INFO] - [E:175| 200]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:09:05,212 - yago11k_0.00003 - [INFO] - [E:175| 300]: Train Loss:0.0011322, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:10:09,107 - yago11k_0.00003 - [INFO] - [E:175| 400]: Train Loss:0.0011319, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:11:13,045 - yago11k_0.00003 - [INFO] - [E:175| 500]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:12:16,502 - yago11k_0.00003 - [INFO] - [E:175| 600]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:12:16,503 - yago11k_0.00003 - [INFO] - [Epoch:175]: Training Loss:0.001132 + +2023-06-06 01:12:16,722 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 01:12:28,807 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 01:12:40,760 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.40745, Head : 0.23038, Avg : 0.31891 + +2023-06-06 01:12:40,760 - yago11k_0.00003 - [INFO] - [Epoch 175]: Training Loss: 0.0011321, Valid MRR: 0.32142, + + + +2023-06-06 01:12:41,413 - yago11k_0.00003 - [INFO] - [E:176| 0]: Train Loss:0.0011226, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:13:45,271 - yago11k_0.00003 - [INFO] - [E:176| 100]: Train Loss:0.0011306, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:14:49,141 - yago11k_0.00003 - [INFO] - [E:176| 200]: Train Loss:0.0011304, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:15:53,092 - yago11k_0.00003 - [INFO] - [E:176| 300]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:16:56,955 - yago11k_0.00003 - [INFO] - [E:176| 400]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:18:01,255 - yago11k_0.00003 - [INFO] - [E:176| 500]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:19:04,962 - yago11k_0.00003 - [INFO] - [E:176| 600]: Train Loss:0.0011322, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:19:04,962 - yago11k_0.00003 - [INFO] - [Epoch:176]: Training Loss:0.001132 + +2023-06-06 01:19:05,182 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 01:19:17,278 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 01:19:29,227 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.40477, Head : 0.23064, Avg : 0.31771 + +2023-06-06 01:19:29,228 - yago11k_0.00003 - [INFO] - [Epoch 176]: Training Loss: 0.0011322, Valid MRR: 0.32142, + + + +2023-06-06 01:19:29,873 - yago11k_0.00003 - [INFO] - [E:177| 0]: Train Loss:0.0011651, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:20:33,641 - yago11k_0.00003 - [INFO] - [E:177| 100]: Train Loss:0.0011302, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:21:37,465 - yago11k_0.00003 - [INFO] - [E:177| 200]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:22:41,324 - yago11k_0.00003 - [INFO] - [E:177| 300]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:23:45,165 - yago11k_0.00003 - [INFO] - [E:177| 400]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:24:48,967 - yago11k_0.00003 - [INFO] - [E:177| 500]: Train Loss:0.0011312, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:25:52,476 - yago11k_0.00003 - [INFO] - [E:177| 600]: Train Loss:0.0011318, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:25:52,476 - yago11k_0.00003 - [INFO] - [Epoch:177]: Training Loss:0.001132 + +2023-06-06 01:25:52,696 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 01:26:04,793 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 01:26:16,755 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.40295, Head : 0.23023, Avg : 0.31659 + +2023-06-06 01:26:16,755 - yago11k_0.00003 - [INFO] - [Epoch 177]: Training Loss: 0.0011318, Valid MRR: 0.32142, + + + +2023-06-06 01:26:17,402 - yago11k_0.00003 - [INFO] - [E:178| 0]: Train Loss:0.0011216, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:27:21,352 - yago11k_0.00003 - [INFO] - [E:178| 100]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:28:25,270 - yago11k_0.00003 - [INFO] - [E:178| 200]: Train Loss:0.0011311, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:29:29,074 - yago11k_0.00003 - [INFO] - [E:178| 300]: Train Loss:0.0011311, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:30:32,991 - yago11k_0.00003 - [INFO] - [E:178| 400]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:31:36,929 - yago11k_0.00003 - [INFO] - [E:178| 500]: Train Loss:0.0011312, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:32:40,657 - yago11k_0.00003 - [INFO] - [E:178| 600]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:32:40,658 - yago11k_0.00003 - [INFO] - [Epoch:178]: Training Loss:0.001132 + +2023-06-06 01:32:40,880 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 01:32:53,062 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 01:33:05,080 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.40208, Head : 0.23003, Avg : 0.31605 + +2023-06-06 01:33:05,080 - yago11k_0.00003 - [INFO] - [Epoch 178]: Training Loss: 0.0011315, Valid MRR: 0.32142, + + + +2023-06-06 01:33:05,738 - yago11k_0.00003 - [INFO] - [E:179| 0]: Train Loss:0.0011466, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:34:09,908 - yago11k_0.00003 - [INFO] - [E:179| 100]: Train Loss:0.0011292, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:35:13,764 - yago11k_0.00003 - [INFO] - [E:179| 200]: Train Loss:0.0011288, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:36:17,615 - yago11k_0.00003 - [INFO] - [E:179| 300]: Train Loss:0.0011304, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:37:21,491 - yago11k_0.00003 - [INFO] - [E:179| 400]: Train Loss:0.0011312, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:38:25,410 - yago11k_0.00003 - [INFO] - [E:179| 500]: Train Loss:0.0011314, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:39:28,848 - yago11k_0.00003 - [INFO] - [E:179| 600]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:39:28,849 - yago11k_0.00003 - [INFO] - [Epoch:179]: Training Loss:0.001132 + +2023-06-06 01:39:29,068 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 01:39:41,162 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 01:39:53,094 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.40758, Head : 0.23138, Avg : 0.31948 + MR: Tail : 539.69, Head : 901.93, Avg : 720.81 + Hit-1: Tail : 0.32356, Head : 0.19116, Avg : 0.25736 + Hit-3: Tail : 0.44415, Head : 0.22631, Avg : 0.33523 + Hit-10: Tail : 0.57488, Head : 0.3087, Avg : 0.44179 +2023-06-06 01:39:53,095 - yago11k_0.00003 - [INFO] - [Epoch 179]: Training Loss: 0.0011316, Valid MRR: 0.32142, + + + +2023-06-06 01:39:53,754 - yago11k_0.00003 - [INFO] - [E:180| 0]: Train Loss:0.0011193, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:40:57,689 - yago11k_0.00003 - [INFO] - [E:180| 100]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:42:01,578 - yago11k_0.00003 - [INFO] - [E:180| 200]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:43:05,481 - yago11k_0.00003 - [INFO] - [E:180| 300]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:44:09,398 - yago11k_0.00003 - [INFO] - [E:180| 400]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:45:13,315 - yago11k_0.00003 - [INFO] - [E:180| 500]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:46:16,813 - yago11k_0.00003 - [INFO] - [E:180| 600]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:46:16,814 - yago11k_0.00003 - [INFO] - [Epoch:180]: Training Loss:0.001132 + +2023-06-06 01:46:17,032 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 01:46:29,116 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 01:46:41,064 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.40562, Head : 0.22872, Avg : 0.31717 + +2023-06-06 01:46:41,064 - yago11k_0.00003 - [INFO] - [Epoch 180]: Training Loss: 0.0011315, Valid MRR: 0.32142, + + + +2023-06-06 01:46:41,725 - yago11k_0.00003 - [INFO] - [E:181| 0]: Train Loss:0.0011036, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:47:45,827 - yago11k_0.00003 - [INFO] - [E:181| 100]: Train Loss:0.0011304, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:48:50,229 - yago11k_0.00003 - [INFO] - [E:181| 200]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:49:53,894 - yago11k_0.00003 - [INFO] - [E:181| 300]: Train Loss:0.00113, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:50:57,650 - yago11k_0.00003 - [INFO] - [E:181| 400]: Train Loss:0.00113, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:52:01,491 - yago11k_0.00003 - [INFO] - [E:181| 500]: Train Loss:0.0011304, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:53:04,907 - yago11k_0.00003 - [INFO] - [E:181| 600]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:53:04,907 - yago11k_0.00003 - [INFO] - [Epoch:181]: Training Loss:0.001131 + +2023-06-06 01:53:05,122 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 01:53:17,187 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 01:53:29,103 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.40368, Head : 0.22973, Avg : 0.3167 + +2023-06-06 01:53:29,103 - yago11k_0.00003 - [INFO] - [Epoch 181]: Training Loss: 0.0011308, Valid MRR: 0.32142, + + + +2023-06-06 01:53:29,748 - yago11k_0.00003 - [INFO] - [E:182| 0]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:54:33,427 - yago11k_0.00003 - [INFO] - [E:182| 100]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:55:37,208 - yago11k_0.00003 - [INFO] - [E:182| 200]: Train Loss:0.0011301, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:56:41,083 - yago11k_0.00003 - [INFO] - [E:182| 300]: Train Loss:0.0011298, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:57:44,883 - yago11k_0.00003 - [INFO] - [E:182| 400]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:58:48,734 - yago11k_0.00003 - [INFO] - [E:182| 500]: Train Loss:0.0011307, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:59:52,180 - yago11k_0.00003 - [INFO] - [E:182| 600]: Train Loss:0.0011309, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 01:59:52,180 - yago11k_0.00003 - [INFO] - [Epoch:182]: Training Loss:0.001131 + +2023-06-06 01:59:52,397 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 02:00:04,490 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 02:00:16,421 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.40619, Head : 0.23031, Avg : 0.31825 + +2023-06-06 02:00:16,421 - yago11k_0.00003 - [INFO] - [Epoch 182]: Training Loss: 0.0011309, Valid MRR: 0.32142, + + + +2023-06-06 02:00:17,075 - yago11k_0.00003 - [INFO] - [E:183| 0]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:01:20,837 - yago11k_0.00003 - [INFO] - [E:183| 100]: Train Loss:0.0011264, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:02:24,598 - yago11k_0.00003 - [INFO] - [E:183| 200]: Train Loss:0.0011275, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:03:28,121 - yago11k_0.00003 - [INFO] - [E:183| 300]: Train Loss:0.0011282, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:04:31,566 - yago11k_0.00003 - [INFO] - [E:183| 400]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:05:35,363 - yago11k_0.00003 - [INFO] - [E:183| 500]: Train Loss:0.0011296, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:06:38,833 - yago11k_0.00003 - [INFO] - [E:183| 600]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:06:38,834 - yago11k_0.00003 - [INFO] - [Epoch:183]: Training Loss:0.00113 + +2023-06-06 02:06:39,055 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 02:06:51,131 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 02:07:03,065 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.4073, Head : 0.22939, Avg : 0.31834 + +2023-06-06 02:07:03,065 - yago11k_0.00003 - [INFO] - [Epoch 183]: Training Loss: 0.0011303, Valid MRR: 0.32142, + + + +2023-06-06 02:07:03,722 - yago11k_0.00003 - [INFO] - [E:184| 0]: Train Loss:0.0011135, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:08:07,563 - yago11k_0.00003 - [INFO] - [E:184| 100]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:09:11,414 - yago11k_0.00003 - [INFO] - [E:184| 200]: Train Loss:0.0011294, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:10:15,248 - yago11k_0.00003 - [INFO] - [E:184| 300]: Train Loss:0.0011295, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:11:19,138 - yago11k_0.00003 - [INFO] - [E:184| 400]: Train Loss:0.0011291, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:12:23,050 - yago11k_0.00003 - [INFO] - [E:184| 500]: Train Loss:0.0011299, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:13:26,580 - yago11k_0.00003 - [INFO] - [E:184| 600]: Train Loss:0.0011299, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:13:26,581 - yago11k_0.00003 - [INFO] - [Epoch:184]: Training Loss:0.00113 + +2023-06-06 02:13:26,800 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 02:13:38,869 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 02:13:50,808 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.40708, Head : 0.23004, Avg : 0.31856 + +2023-06-06 02:13:50,808 - yago11k_0.00003 - [INFO] - [Epoch 184]: Training Loss: 0.0011299, Valid MRR: 0.32142, + + + +2023-06-06 02:13:51,465 - yago11k_0.00003 - [INFO] - [E:185| 0]: Train Loss:0.0011235, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:14:55,342 - yago11k_0.00003 - [INFO] - [E:185| 100]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:15:59,302 - yago11k_0.00003 - [INFO] - [E:185| 200]: Train Loss:0.0011292, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:17:03,188 - yago11k_0.00003 - [INFO] - [E:185| 300]: Train Loss:0.0011293, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:18:07,162 - yago11k_0.00003 - [INFO] - [E:185| 400]: Train Loss:0.0011296, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:19:11,555 - yago11k_0.00003 - [INFO] - [E:185| 500]: Train Loss:0.0011294, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:20:15,155 - yago11k_0.00003 - [INFO] - [E:185| 600]: Train Loss:0.0011295, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:20:15,155 - yago11k_0.00003 - [INFO] - [Epoch:185]: Training Loss:0.00113 + +2023-06-06 02:20:15,374 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 02:20:27,465 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 02:20:39,391 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.40672, Head : 0.23112, Avg : 0.31892 + +2023-06-06 02:20:39,391 - yago11k_0.00003 - [INFO] - [Epoch 185]: Training Loss: 0.0011295, Valid MRR: 0.32142, + + + +2023-06-06 02:20:40,034 - yago11k_0.00003 - [INFO] - [E:186| 0]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:21:43,887 - yago11k_0.00003 - [INFO] - [E:186| 100]: Train Loss:0.0011312, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:22:47,770 - yago11k_0.00003 - [INFO] - [E:186| 200]: Train Loss:0.0011305, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:23:51,654 - yago11k_0.00003 - [INFO] - [E:186| 300]: Train Loss:0.0011298, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:24:55,639 - yago11k_0.00003 - [INFO] - [E:186| 400]: Train Loss:0.00113, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:25:59,569 - yago11k_0.00003 - [INFO] - [E:186| 500]: Train Loss:0.0011302, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:27:03,130 - yago11k_0.00003 - [INFO] - [E:186| 600]: Train Loss:0.0011297, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:27:03,130 - yago11k_0.00003 - [INFO] - [Epoch:186]: Training Loss:0.00113 + +2023-06-06 02:27:03,346 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 02:27:15,450 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 02:27:27,411 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.40238, Head : 0.23108, Avg : 0.31673 + +2023-06-06 02:27:27,411 - yago11k_0.00003 - [INFO] - [Epoch 186]: Training Loss: 0.0011297, Valid MRR: 0.32142, + + + +2023-06-06 02:27:28,071 - yago11k_0.00003 - [INFO] - [E:187| 0]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:28:32,035 - yago11k_0.00003 - [INFO] - [E:187| 100]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:29:36,004 - yago11k_0.00003 - [INFO] - [E:187| 200]: Train Loss:0.0011286, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:30:40,024 - yago11k_0.00003 - [INFO] - [E:187| 300]: Train Loss:0.0011283, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:31:44,043 - yago11k_0.00003 - [INFO] - [E:187| 400]: Train Loss:0.0011283, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:32:48,005 - yago11k_0.00003 - [INFO] - [E:187| 500]: Train Loss:0.0011285, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:33:51,911 - yago11k_0.00003 - [INFO] - [E:187| 600]: Train Loss:0.0011291, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:33:51,912 - yago11k_0.00003 - [INFO] - [Epoch:187]: Training Loss:0.001129 + +2023-06-06 02:33:52,133 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 02:34:04,330 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 02:34:16,386 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.40704, Head : 0.23029, Avg : 0.31867 + +2023-06-06 02:34:16,386 - yago11k_0.00003 - [INFO] - [Epoch 187]: Training Loss: 0.0011291, Valid MRR: 0.32142, + + + +2023-06-06 02:34:17,046 - yago11k_0.00003 - [INFO] - [E:188| 0]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:35:21,119 - yago11k_0.00003 - [INFO] - [E:188| 100]: Train Loss:0.0011265, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:36:25,065 - yago11k_0.00003 - [INFO] - [E:188| 200]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:37:29,022 - yago11k_0.00003 - [INFO] - [E:188| 300]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:38:32,925 - yago11k_0.00003 - [INFO] - [E:188| 400]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:39:36,823 - yago11k_0.00003 - [INFO] - [E:188| 500]: Train Loss:0.0011287, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:40:40,386 - yago11k_0.00003 - [INFO] - [E:188| 600]: Train Loss:0.0011287, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:40:40,387 - yago11k_0.00003 - [INFO] - [Epoch:188]: Training Loss:0.001129 + +2023-06-06 02:40:40,605 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 02:40:52,727 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 02:41:04,700 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.40418, Head : 0.22919, Avg : 0.31669 + +2023-06-06 02:41:04,700 - yago11k_0.00003 - [INFO] - [Epoch 188]: Training Loss: 0.0011287, Valid MRR: 0.32142, + + + +2023-06-06 02:41:05,358 - yago11k_0.00003 - [INFO] - [E:189| 0]: Train Loss:0.00113, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:42:09,390 - yago11k_0.00003 - [INFO] - [E:189| 100]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:43:13,429 - yago11k_0.00003 - [INFO] - [E:189| 200]: Train Loss:0.0011283, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:44:17,422 - yago11k_0.00003 - [INFO] - [E:189| 300]: Train Loss:0.0011288, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:45:21,438 - yago11k_0.00003 - [INFO] - [E:189| 400]: Train Loss:0.0011286, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:46:25,405 - yago11k_0.00003 - [INFO] - [E:189| 500]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:47:28,951 - yago11k_0.00003 - [INFO] - [E:189| 600]: Train Loss:0.0011286, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:47:28,951 - yago11k_0.00003 - [INFO] - [Epoch:189]: Training Loss:0.001129 + +2023-06-06 02:47:29,166 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 02:47:41,258 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 02:47:53,227 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.40516, Head : 0.22964, Avg : 0.3174 + MR: Tail : 578.95, Head : 902.83, Avg : 740.89 + Hit-1: Tail : 0.32106, Head : 0.18797, Avg : 0.25452 + Hit-3: Tail : 0.43595, Head : 0.22701, Avg : 0.33148 + Hit-10: Tail : 0.57474, Head : 0.30995, Avg : 0.44235 +2023-06-06 02:47:53,227 - yago11k_0.00003 - [INFO] - [Epoch 189]: Training Loss: 0.0011286, Valid MRR: 0.32142, + + + +2023-06-06 02:47:53,884 - yago11k_0.00003 - [INFO] - [E:190| 0]: Train Loss:0.0011259, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:48:58,261 - yago11k_0.00003 - [INFO] - [E:190| 100]: Train Loss:0.0011283, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:50:02,322 - yago11k_0.00003 - [INFO] - [E:190| 200]: Train Loss:0.0011287, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:51:05,511 - yago11k_0.00003 - [INFO] - [E:190| 300]: Train Loss:0.0011291, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:52:08,623 - yago11k_0.00003 - [INFO] - [E:190| 400]: Train Loss:0.0011294, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:53:12,200 - yago11k_0.00003 - [INFO] - [E:190| 500]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:54:15,460 - yago11k_0.00003 - [INFO] - [E:190| 600]: Train Loss:0.0011287, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:54:15,461 - yago11k_0.00003 - [INFO] - [Epoch:190]: Training Loss:0.001129 + +2023-06-06 02:54:15,675 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 02:54:27,734 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 02:54:39,642 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.40503, Head : 0.23135, Avg : 0.31819 + +2023-06-06 02:54:39,642 - yago11k_0.00003 - [INFO] - [Epoch 190]: Training Loss: 0.0011287, Valid MRR: 0.32142, + + + +2023-06-06 02:54:40,281 - yago11k_0.00003 - [INFO] - [E:191| 0]: Train Loss:0.0011176, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:55:44,060 - yago11k_0.00003 - [INFO] - [E:191| 100]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:56:47,853 - yago11k_0.00003 - [INFO] - [E:191| 200]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:57:51,722 - yago11k_0.00003 - [INFO] - [E:191| 300]: Train Loss:0.0011276, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:58:55,624 - yago11k_0.00003 - [INFO] - [E:191| 400]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 02:59:59,457 - yago11k_0.00003 - [INFO] - [E:191| 500]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:01:02,904 - yago11k_0.00003 - [INFO] - [E:191| 600]: Train Loss:0.0011285, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:01:02,904 - yago11k_0.00003 - [INFO] - [Epoch:191]: Training Loss:0.001128 + +2023-06-06 03:01:03,123 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 03:01:15,208 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 03:01:27,126 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.40789, Head : 0.22947, Avg : 0.31868 + +2023-06-06 03:01:27,126 - yago11k_0.00003 - [INFO] - [Epoch 191]: Training Loss: 0.0011285, Valid MRR: 0.32142, + + + +2023-06-06 03:01:27,767 - yago11k_0.00003 - [INFO] - [E:192| 0]: Train Loss:0.0011109, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:02:31,567 - yago11k_0.00003 - [INFO] - [E:192| 100]: Train Loss:0.0011255, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:03:35,308 - yago11k_0.00003 - [INFO] - [E:192| 200]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:04:39,181 - yago11k_0.00003 - [INFO] - [E:192| 300]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:05:42,984 - yago11k_0.00003 - [INFO] - [E:192| 400]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:06:46,563 - yago11k_0.00003 - [INFO] - [E:192| 500]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:07:49,667 - yago11k_0.00003 - [INFO] - [E:192| 600]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:07:49,667 - yago11k_0.00003 - [INFO] - [Epoch:192]: Training Loss:0.001128 + +2023-06-06 03:07:49,883 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 03:08:01,919 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 03:08:13,788 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.40731, Head : 0.23073, Avg : 0.31902 + +2023-06-06 03:08:13,788 - yago11k_0.00003 - [INFO] - [Epoch 192]: Training Loss: 0.0011277, Valid MRR: 0.32142, + + + +2023-06-06 03:08:14,439 - yago11k_0.00003 - [INFO] - [E:193| 0]: Train Loss:0.001174, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:09:18,284 - yago11k_0.00003 - [INFO] - [E:193| 100]: Train Loss:0.0011297, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:10:22,183 - yago11k_0.00003 - [INFO] - [E:193| 200]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:11:26,070 - yago11k_0.00003 - [INFO] - [E:193| 300]: Train Loss:0.0011282, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:12:29,984 - yago11k_0.00003 - [INFO] - [E:193| 400]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:13:33,932 - yago11k_0.00003 - [INFO] - [E:193| 500]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:14:37,505 - yago11k_0.00003 - [INFO] - [E:193| 600]: Train Loss:0.0011282, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:14:37,505 - yago11k_0.00003 - [INFO] - [Epoch:193]: Training Loss:0.001128 + +2023-06-06 03:14:37,725 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 03:14:49,826 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 03:15:01,770 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.40023, Head : 0.2311, Avg : 0.31567 + +2023-06-06 03:15:01,770 - yago11k_0.00003 - [INFO] - [Epoch 193]: Training Loss: 0.0011282, Valid MRR: 0.32142, + + + +2023-06-06 03:15:02,424 - yago11k_0.00003 - [INFO] - [E:194| 0]: Train Loss:0.0011146, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:16:06,370 - yago11k_0.00003 - [INFO] - [E:194| 100]: Train Loss:0.0011279, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:17:10,374 - yago11k_0.00003 - [INFO] - [E:194| 200]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:18:14,362 - yago11k_0.00003 - [INFO] - [E:194| 300]: Train Loss:0.0011279, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:19:18,361 - yago11k_0.00003 - [INFO] - [E:194| 400]: Train Loss:0.0011276, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:20:22,456 - yago11k_0.00003 - [INFO] - [E:194| 500]: Train Loss:0.0011275, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:21:26,086 - yago11k_0.00003 - [INFO] - [E:194| 600]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:21:26,086 - yago11k_0.00003 - [INFO] - [Epoch:194]: Training Loss:0.001128 + +2023-06-06 03:21:26,305 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 03:21:38,389 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 03:21:50,422 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.41112, Head : 0.23118, Avg : 0.32115 + +2023-06-06 03:21:50,423 - yago11k_0.00003 - [INFO] - [Epoch 194]: Training Loss: 0.0011277, Valid MRR: 0.32142, + + + +2023-06-06 03:21:51,079 - yago11k_0.00003 - [INFO] - [E:195| 0]: Train Loss:0.0011177, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:22:55,554 - yago11k_0.00003 - [INFO] - [E:195| 100]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:23:59,657 - yago11k_0.00003 - [INFO] - [E:195| 200]: Train Loss:0.0011272, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:25:03,606 - yago11k_0.00003 - [INFO] - [E:195| 300]: Train Loss:0.001127, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:26:07,538 - yago11k_0.00003 - [INFO] - [E:195| 400]: Train Loss:0.0011279, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:27:11,483 - yago11k_0.00003 - [INFO] - [E:195| 500]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:28:15,103 - yago11k_0.00003 - [INFO] - [E:195| 600]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:28:15,103 - yago11k_0.00003 - [INFO] - [Epoch:195]: Training Loss:0.001128 + +2023-06-06 03:28:15,323 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 03:28:27,427 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 03:28:39,389 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.40655, Head : 0.23232, Avg : 0.31943 + +2023-06-06 03:28:39,389 - yago11k_0.00003 - [INFO] - [Epoch 195]: Training Loss: 0.0011278, Valid MRR: 0.32142, + + + +2023-06-06 03:28:40,044 - yago11k_0.00003 - [INFO] - [E:196| 0]: Train Loss:0.0011172, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:29:44,062 - yago11k_0.00003 - [INFO] - [E:196| 100]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:30:48,098 - yago11k_0.00003 - [INFO] - [E:196| 200]: Train Loss:0.001126, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:31:52,159 - yago11k_0.00003 - [INFO] - [E:196| 300]: Train Loss:0.0011258, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:32:56,212 - yago11k_0.00003 - [INFO] - [E:196| 400]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:34:00,268 - yago11k_0.00003 - [INFO] - [E:196| 500]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:35:03,928 - yago11k_0.00003 - [INFO] - [E:196| 600]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:35:03,928 - yago11k_0.00003 - [INFO] - [Epoch:196]: Training Loss:0.001127 + +2023-06-06 03:35:04,144 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 03:35:16,278 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 03:35:28,243 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.40389, Head : 0.23032, Avg : 0.3171 + +2023-06-06 03:35:28,244 - yago11k_0.00003 - [INFO] - [Epoch 196]: Training Loss: 0.0011271, Valid MRR: 0.32142, + + + +2023-06-06 03:35:28,891 - yago11k_0.00003 - [INFO] - [E:197| 0]: Train Loss:0.0011373, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:36:32,917 - yago11k_0.00003 - [INFO] - [E:197| 100]: Train Loss:0.0011242, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:37:37,340 - yago11k_0.00003 - [INFO] - [E:197| 200]: Train Loss:0.0011257, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:38:41,611 - yago11k_0.00003 - [INFO] - [E:197| 300]: Train Loss:0.001126, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:39:45,574 - yago11k_0.00003 - [INFO] - [E:197| 400]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:40:49,661 - yago11k_0.00003 - [INFO] - [E:197| 500]: Train Loss:0.0011266, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:41:53,213 - yago11k_0.00003 - [INFO] - [E:197| 600]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:41:53,213 - yago11k_0.00003 - [INFO] - [Epoch:197]: Training Loss:0.001127 + +2023-06-06 03:41:53,434 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 03:42:05,544 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 03:42:17,497 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.40314, Head : 0.23144, Avg : 0.31729 + +2023-06-06 03:42:17,498 - yago11k_0.00003 - [INFO] - [Epoch 197]: Training Loss: 0.0011267, Valid MRR: 0.32142, + + + +2023-06-06 03:42:18,150 - yago11k_0.00003 - [INFO] - [E:198| 0]: Train Loss:0.001107, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:43:22,169 - yago11k_0.00003 - [INFO] - [E:198| 100]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:44:26,187 - yago11k_0.00003 - [INFO] - [E:198| 200]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:45:30,156 - yago11k_0.00003 - [INFO] - [E:198| 300]: Train Loss:0.0011258, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:46:34,232 - yago11k_0.00003 - [INFO] - [E:198| 400]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:47:38,287 - yago11k_0.00003 - [INFO] - [E:198| 500]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:48:41,897 - yago11k_0.00003 - [INFO] - [E:198| 600]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:48:41,897 - yago11k_0.00003 - [INFO] - [Epoch:198]: Training Loss:0.001127 + +2023-06-06 03:48:42,114 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 03:48:54,234 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 03:49:06,201 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.40532, Head : 0.23057, Avg : 0.31794 + +2023-06-06 03:49:06,201 - yago11k_0.00003 - [INFO] - [Epoch 198]: Training Loss: 0.0011268, Valid MRR: 0.32142, + + + +2023-06-06 03:49:06,850 - yago11k_0.00003 - [INFO] - [E:199| 0]: Train Loss:0.0011341, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:50:10,896 - yago11k_0.00003 - [INFO] - [E:199| 100]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:51:14,912 - yago11k_0.00003 - [INFO] - [E:199| 200]: Train Loss:0.0011241, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:52:19,210 - yago11k_0.00003 - [INFO] - [E:199| 300]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:53:23,709 - yago11k_0.00003 - [INFO] - [E:199| 400]: Train Loss:0.0011265, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:54:27,692 - yago11k_0.00003 - [INFO] - [E:199| 500]: Train Loss:0.0011266, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:55:31,077 - yago11k_0.00003 - [INFO] - [E:199| 600]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:55:31,077 - yago11k_0.00003 - [INFO] - [Epoch:199]: Training Loss:0.001127 + +2023-06-06 03:55:31,293 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 03:55:43,401 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 03:55:55,349 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.40525, Head : 0.23182, Avg : 0.31853 + MR: Tail : 575.67, Head : 894.12, Avg : 734.9 + Hit-1: Tail : 0.32037, Head : 0.19033, Avg : 0.25535 + Hit-3: Tail : 0.43804, Head : 0.2277, Avg : 0.33287 + Hit-10: Tail : 0.57836, Head : 0.31148, Avg : 0.44492 +2023-06-06 03:55:55,349 - yago11k_0.00003 - [INFO] - [Epoch 199]: Training Loss: 0.0011267, Valid MRR: 0.32142, + + + +2023-06-06 03:55:56,000 - yago11k_0.00003 - [INFO] - [E:200| 0]: Train Loss:0.0011427, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:56:59,790 - yago11k_0.00003 - [INFO] - [E:200| 100]: Train Loss:0.0011264, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:58:03,616 - yago11k_0.00003 - [INFO] - [E:200| 200]: Train Loss:0.0011256, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 03:59:07,438 - yago11k_0.00003 - [INFO] - [E:200| 300]: Train Loss:0.0011256, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:00:11,390 - yago11k_0.00003 - [INFO] - [E:200| 400]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:01:15,234 - yago11k_0.00003 - [INFO] - [E:200| 500]: Train Loss:0.0011263, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:02:18,629 - yago11k_0.00003 - [INFO] - [E:200| 600]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:02:18,629 - yago11k_0.00003 - [INFO] - [Epoch:200]: Training Loss:0.001126 + +2023-06-06 04:02:18,848 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 04:02:30,963 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 04:02:42,924 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.40355, Head : 0.23046, Avg : 0.317 + +2023-06-06 04:02:42,925 - yago11k_0.00003 - [INFO] - [Epoch 200]: Training Loss: 0.0011262, Valid MRR: 0.32142, + + + +2023-06-06 04:02:43,566 - yago11k_0.00003 - [INFO] - [E:201| 0]: Train Loss:0.001145, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:03:47,397 - yago11k_0.00003 - [INFO] - [E:201| 100]: Train Loss:0.0011269, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:04:51,252 - yago11k_0.00003 - [INFO] - [E:201| 200]: Train Loss:0.0011266, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:05:55,096 - yago11k_0.00003 - [INFO] - [E:201| 300]: Train Loss:0.0011264, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:06:58,898 - yago11k_0.00003 - [INFO] - [E:201| 400]: Train Loss:0.0011257, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:08:02,562 - yago11k_0.00003 - [INFO] - [E:201| 500]: Train Loss:0.0011259, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:09:05,712 - yago11k_0.00003 - [INFO] - [E:201| 600]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:09:05,713 - yago11k_0.00003 - [INFO] - [Epoch:201]: Training Loss:0.001126 + +2023-06-06 04:09:05,931 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 04:09:18,017 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 04:09:29,954 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.40586, Head : 0.23176, Avg : 0.31881 + +2023-06-06 04:09:29,954 - yago11k_0.00003 - [INFO] - [Epoch 201]: Training Loss: 0.0011261, Valid MRR: 0.32142, + + + +2023-06-06 04:09:30,609 - yago11k_0.00003 - [INFO] - [E:202| 0]: Train Loss:0.0011186, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:10:34,480 - yago11k_0.00003 - [INFO] - [E:202| 100]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:11:38,259 - yago11k_0.00003 - [INFO] - [E:202| 200]: Train Loss:0.0011246, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:12:42,047 - yago11k_0.00003 - [INFO] - [E:202| 300]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:13:45,863 - yago11k_0.00003 - [INFO] - [E:202| 400]: Train Loss:0.0011246, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:14:49,810 - yago11k_0.00003 - [INFO] - [E:202| 500]: Train Loss:0.0011251, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:15:53,185 - yago11k_0.00003 - [INFO] - [E:202| 600]: Train Loss:0.0011258, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:15:53,186 - yago11k_0.00003 - [INFO] - [Epoch:202]: Training Loss:0.001126 + +2023-06-06 04:15:53,405 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 04:16:05,513 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 04:16:17,481 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.40949, Head : 0.23131, Avg : 0.3204 + +2023-06-06 04:16:17,481 - yago11k_0.00003 - [INFO] - [Epoch 202]: Training Loss: 0.0011258, Valid MRR: 0.32142, + + + +2023-06-06 04:16:18,133 - yago11k_0.00003 - [INFO] - [E:203| 0]: Train Loss:0.0011569, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:17:22,015 - yago11k_0.00003 - [INFO] - [E:203| 100]: Train Loss:0.0011249, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:18:25,886 - yago11k_0.00003 - [INFO] - [E:203| 200]: Train Loss:0.0011252, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:19:29,834 - yago11k_0.00003 - [INFO] - [E:203| 300]: Train Loss:0.0011252, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:20:33,643 - yago11k_0.00003 - [INFO] - [E:203| 400]: Train Loss:0.0011248, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:21:37,480 - yago11k_0.00003 - [INFO] - [E:203| 500]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:22:40,841 - yago11k_0.00003 - [INFO] - [E:203| 600]: Train Loss:0.0011255, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:22:40,842 - yago11k_0.00003 - [INFO] - [Epoch:203]: Training Loss:0.001125 + +2023-06-06 04:22:41,057 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 04:22:53,108 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 04:23:05,003 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.4063, Head : 0.23251, Avg : 0.3194 + +2023-06-06 04:23:05,003 - yago11k_0.00003 - [INFO] - [Epoch 203]: Training Loss: 0.0011255, Valid MRR: 0.32142, + + + +2023-06-06 04:23:05,650 - yago11k_0.00003 - [INFO] - [E:204| 0]: Train Loss:0.0011266, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:24:09,265 - yago11k_0.00003 - [INFO] - [E:204| 100]: Train Loss:0.0011263, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:25:12,898 - yago11k_0.00003 - [INFO] - [E:204| 200]: Train Loss:0.001126, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:26:16,697 - yago11k_0.00003 - [INFO] - [E:204| 300]: Train Loss:0.001126, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:27:20,540 - yago11k_0.00003 - [INFO] - [E:204| 400]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:28:24,329 - yago11k_0.00003 - [INFO] - [E:204| 500]: Train Loss:0.0011254, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:29:27,723 - yago11k_0.00003 - [INFO] - [E:204| 600]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:29:27,724 - yago11k_0.00003 - [INFO] - [Epoch:204]: Training Loss:0.001125 + +2023-06-06 04:29:27,940 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 04:29:40,048 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 04:29:51,978 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.41092, Head : 0.23131, Avg : 0.32112 + +2023-06-06 04:29:51,978 - yago11k_0.00003 - [INFO] - [Epoch 204]: Training Loss: 0.0011253, Valid MRR: 0.32142, + + + +2023-06-06 04:29:52,623 - yago11k_0.00003 - [INFO] - [E:205| 0]: Train Loss:0.0011203, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:30:56,491 - yago11k_0.00003 - [INFO] - [E:205| 100]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:32:00,498 - yago11k_0.00003 - [INFO] - [E:205| 200]: Train Loss:0.0011241, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:33:04,319 - yago11k_0.00003 - [INFO] - [E:205| 300]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:34:08,281 - yago11k_0.00003 - [INFO] - [E:205| 400]: Train Loss:0.0011242, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:35:12,106 - yago11k_0.00003 - [INFO] - [E:205| 500]: Train Loss:0.0011251, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:36:15,500 - yago11k_0.00003 - [INFO] - [E:205| 600]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:36:15,500 - yago11k_0.00003 - [INFO] - [Epoch:205]: Training Loss:0.001126 + +2023-06-06 04:36:15,719 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 04:36:27,832 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 04:36:39,793 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.41117, Head : 0.23045, Avg : 0.32081 + +2023-06-06 04:36:39,793 - yago11k_0.00003 - [INFO] - [Epoch 205]: Training Loss: 0.0011261, Valid MRR: 0.32142, + + + +2023-06-06 04:36:40,434 - yago11k_0.00003 - [INFO] - [E:206| 0]: Train Loss:0.0011184, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:37:44,375 - yago11k_0.00003 - [INFO] - [E:206| 100]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:38:48,008 - yago11k_0.00003 - [INFO] - [E:206| 200]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:39:51,661 - yago11k_0.00003 - [INFO] - [E:206| 300]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:40:55,431 - yago11k_0.00003 - [INFO] - [E:206| 400]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:41:59,357 - yago11k_0.00003 - [INFO] - [E:206| 500]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:43:02,918 - yago11k_0.00003 - [INFO] - [E:206| 600]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:43:02,919 - yago11k_0.00003 - [INFO] - [Epoch:206]: Training Loss:0.001127 + +2023-06-06 04:43:03,138 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 04:43:15,237 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 04:43:27,191 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.4065, Head : 0.23119, Avg : 0.31884 + +2023-06-06 04:43:27,191 - yago11k_0.00003 - [INFO] - [Epoch 206]: Training Loss: 0.0011267, Valid MRR: 0.32142, + + + +2023-06-06 04:43:27,849 - yago11k_0.00003 - [INFO] - [E:207| 0]: Train Loss:0.0011411, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:44:31,885 - yago11k_0.00003 - [INFO] - [E:207| 100]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:45:35,869 - yago11k_0.00003 - [INFO] - [E:207| 200]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:46:39,940 - yago11k_0.00003 - [INFO] - [E:207| 300]: Train Loss:0.0011241, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:47:43,994 - yago11k_0.00003 - [INFO] - [E:207| 400]: Train Loss:0.0011245, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:48:48,037 - yago11k_0.00003 - [INFO] - [E:207| 500]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:49:51,599 - yago11k_0.00003 - [INFO] - [E:207| 600]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:49:51,599 - yago11k_0.00003 - [INFO] - [Epoch:207]: Training Loss:0.001125 + +2023-06-06 04:49:51,814 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 04:50:03,926 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 04:50:15,908 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.40784, Head : 0.2331, Avg : 0.32047 + +2023-06-06 04:50:15,909 - yago11k_0.00003 - [INFO] - [Epoch 207]: Training Loss: 0.001125, Valid MRR: 0.32142, + + + +2023-06-06 04:50:16,555 - yago11k_0.00003 - [INFO] - [E:208| 0]: Train Loss:0.0011288, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:51:20,606 - yago11k_0.00003 - [INFO] - [E:208| 100]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:52:24,625 - yago11k_0.00003 - [INFO] - [E:208| 200]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:53:28,709 - yago11k_0.00003 - [INFO] - [E:208| 300]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:54:33,110 - yago11k_0.00003 - [INFO] - [E:208| 400]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:55:37,466 - yago11k_0.00003 - [INFO] - [E:208| 500]: Train Loss:0.0011242, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:56:41,010 - yago11k_0.00003 - [INFO] - [E:208| 600]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:56:41,010 - yago11k_0.00003 - [INFO] - [Epoch:208]: Training Loss:0.001124 + +2023-06-06 04:56:41,225 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 04:56:53,320 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 04:57:05,285 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.40497, Head : 0.23228, Avg : 0.31862 + +2023-06-06 04:57:05,286 - yago11k_0.00003 - [INFO] - [Epoch 208]: Training Loss: 0.0011244, Valid MRR: 0.32142, + + + +2023-06-06 04:57:05,931 - yago11k_0.00003 - [INFO] - [E:209| 0]: Train Loss:0.0011085, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:58:09,904 - yago11k_0.00003 - [INFO] - [E:209| 100]: Train Loss:0.0011256, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 04:59:13,912 - yago11k_0.00003 - [INFO] - [E:209| 200]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:00:17,942 - yago11k_0.00003 - [INFO] - [E:209| 300]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:01:21,953 - yago11k_0.00003 - [INFO] - [E:209| 400]: Train Loss:0.0011242, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:02:25,745 - yago11k_0.00003 - [INFO] - [E:209| 500]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:03:29,126 - yago11k_0.00003 - [INFO] - [E:209| 600]: Train Loss:0.0011247, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:03:29,127 - yago11k_0.00003 - [INFO] - [Epoch:209]: Training Loss:0.001125 + +2023-06-06 05:03:29,341 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 05:03:41,432 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 05:03:53,391 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.40534, Head : 0.23167, Avg : 0.31851 + MR: Tail : 568.09, Head : 915.46, Avg : 741.77 + Hit-1: Tail : 0.32078, Head : 0.19061, Avg : 0.2557 + Hit-3: Tail : 0.43762, Head : 0.22854, Avg : 0.33308 + Hit-10: Tail : 0.57363, Head : 0.30842, Avg : 0.44103 +2023-06-06 05:03:53,391 - yago11k_0.00003 - [INFO] - [Epoch 209]: Training Loss: 0.0011247, Valid MRR: 0.32142, + + + +2023-06-06 05:03:54,040 - yago11k_0.00003 - [INFO] - [E:210| 0]: Train Loss:0.0011037, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:04:57,869 - yago11k_0.00003 - [INFO] - [E:210| 100]: Train Loss:0.0011243, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:06:01,692 - yago11k_0.00003 - [INFO] - [E:210| 200]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:07:05,651 - yago11k_0.00003 - [INFO] - [E:210| 300]: Train Loss:0.0011241, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:08:09,551 - yago11k_0.00003 - [INFO] - [E:210| 400]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:09:13,277 - yago11k_0.00003 - [INFO] - [E:210| 500]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:10:16,448 - yago11k_0.00003 - [INFO] - [E:210| 600]: Train Loss:0.0011243, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:10:16,448 - yago11k_0.00003 - [INFO] - [Epoch:210]: Training Loss:0.001124 + +2023-06-06 05:10:16,665 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 05:10:28,699 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 05:10:40,568 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.40552, Head : 0.23289, Avg : 0.3192 + +2023-06-06 05:10:40,568 - yago11k_0.00003 - [INFO] - [Epoch 210]: Training Loss: 0.0011243, Valid MRR: 0.32142, + + + +2023-06-06 05:10:41,217 - yago11k_0.00003 - [INFO] - [E:211| 0]: Train Loss:0.001111, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:11:44,994 - yago11k_0.00003 - [INFO] - [E:211| 100]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:12:48,893 - yago11k_0.00003 - [INFO] - [E:211| 200]: Train Loss:0.0011223, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:13:53,500 - yago11k_0.00003 - [INFO] - [E:211| 300]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:14:58,126 - yago11k_0.00003 - [INFO] - [E:211| 400]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:16:02,743 - yago11k_0.00003 - [INFO] - [E:211| 500]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:17:06,540 - yago11k_0.00003 - [INFO] - [E:211| 600]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:17:06,540 - yago11k_0.00003 - [INFO] - [Epoch:211]: Training Loss:0.001124 + +2023-06-06 05:17:06,759 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 05:17:18,865 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 05:17:30,808 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.40395, Head : 0.23073, Avg : 0.31734 + +2023-06-06 05:17:30,809 - yago11k_0.00003 - [INFO] - [Epoch 211]: Training Loss: 0.0011238, Valid MRR: 0.32142, + + + +2023-06-06 05:17:31,461 - yago11k_0.00003 - [INFO] - [E:212| 0]: Train Loss:0.0011127, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:18:35,429 - yago11k_0.00003 - [INFO] - [E:212| 100]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:19:39,467 - yago11k_0.00003 - [INFO] - [E:212| 200]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:20:44,255 - yago11k_0.00003 - [INFO] - [E:212| 300]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:21:48,643 - yago11k_0.00003 - [INFO] - [E:212| 400]: Train Loss:0.0011232, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:22:53,417 - yago11k_0.00003 - [INFO] - [E:212| 500]: Train Loss:0.0011237, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:23:57,028 - yago11k_0.00003 - [INFO] - [E:212| 600]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:23:57,028 - yago11k_0.00003 - [INFO] - [Epoch:212]: Training Loss:0.001124 + +2023-06-06 05:23:57,244 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 05:24:09,355 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 05:24:21,300 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.40279, Head : 0.2315, Avg : 0.31715 + +2023-06-06 05:24:21,300 - yago11k_0.00003 - [INFO] - [Epoch 212]: Training Loss: 0.0011238, Valid MRR: 0.32142, + + + +2023-06-06 05:24:21,949 - yago11k_0.00003 - [INFO] - [E:213| 0]: Train Loss:0.0011102, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:25:27,081 - yago11k_0.00003 - [INFO] - [E:213| 100]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:26:31,310 - yago11k_0.00003 - [INFO] - [E:213| 200]: Train Loss:0.0011249, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:27:35,194 - yago11k_0.00003 - [INFO] - [E:213| 300]: Train Loss:0.0011233, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:28:39,049 - yago11k_0.00003 - [INFO] - [E:213| 400]: Train Loss:0.0011232, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:29:43,028 - yago11k_0.00003 - [INFO] - [E:213| 500]: Train Loss:0.0011231, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:30:46,883 - yago11k_0.00003 - [INFO] - [E:213| 600]: Train Loss:0.001124, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:30:46,883 - yago11k_0.00003 - [INFO] - [Epoch:213]: Training Loss:0.001124 + +2023-06-06 05:30:47,100 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 05:30:59,211 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 05:31:11,175 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.40413, Head : 0.23373, Avg : 0.31893 + +2023-06-06 05:31:11,176 - yago11k_0.00003 - [INFO] - [Epoch 213]: Training Loss: 0.001124, Valid MRR: 0.32142, + + + +2023-06-06 05:31:11,823 - yago11k_0.00003 - [INFO] - [E:214| 0]: Train Loss:0.0011082, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:32:16,324 - yago11k_0.00003 - [INFO] - [E:214| 100]: Train Loss:0.0011286, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:33:20,364 - yago11k_0.00003 - [INFO] - [E:214| 200]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:34:24,842 - yago11k_0.00003 - [INFO] - [E:214| 300]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:35:34,964 - yago11k_0.00003 - [INFO] - [E:214| 400]: Train Loss:0.0011254, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:37:01,616 - yago11k_0.00003 - [INFO] - [E:214| 500]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:38:23,733 - yago11k_0.00003 - [INFO] - [E:214| 600]: Train Loss:0.0011246, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:38:23,734 - yago11k_0.00003 - [INFO] - [Epoch:214]: Training Loss:0.001125 + +2023-06-06 05:38:24,055 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 05:38:41,321 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 05:38:58,393 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.40603, Head : 0.23242, Avg : 0.31922 + +2023-06-06 05:38:58,393 - yago11k_0.00003 - [INFO] - [Epoch 214]: Training Loss: 0.0011246, Valid MRR: 0.32142, + + + +2023-06-06 05:38:59,293 - yago11k_0.00003 - [INFO] - [E:215| 0]: Train Loss:0.0011512, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:40:24,345 - yago11k_0.00003 - [INFO] - [E:215| 100]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:41:50,883 - yago11k_0.00003 - [INFO] - [E:215| 200]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:43:15,844 - yago11k_0.00003 - [INFO] - [E:215| 300]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:44:41,324 - yago11k_0.00003 - [INFO] - [E:215| 400]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:46:07,231 - yago11k_0.00003 - [INFO] - [E:215| 500]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:47:32,248 - yago11k_0.00003 - [INFO] - [E:215| 600]: Train Loss:0.0011231, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:47:32,248 - yago11k_0.00003 - [INFO] - [Epoch:215]: Training Loss:0.001123 + +2023-06-06 05:47:32,557 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 05:47:49,469 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 05:48:06,262 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.40491, Head : 0.23295, Avg : 0.31893 + +2023-06-06 05:48:06,262 - yago11k_0.00003 - [INFO] - [Epoch 215]: Training Loss: 0.0011231, Valid MRR: 0.32142, + + + +2023-06-06 05:48:07,135 - yago11k_0.00003 - [INFO] - [E:216| 0]: Train Loss:0.0011051, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:49:31,739 - yago11k_0.00003 - [INFO] - [E:216| 100]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:50:58,423 - yago11k_0.00003 - [INFO] - [E:216| 200]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:52:23,205 - yago11k_0.00003 - [INFO] - [E:216| 300]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:53:49,885 - yago11k_0.00003 - [INFO] - [E:216| 400]: Train Loss:0.0011232, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:55:15,003 - yago11k_0.00003 - [INFO] - [E:216| 500]: Train Loss:0.0011234, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:56:39,933 - yago11k_0.00003 - [INFO] - [E:216| 600]: Train Loss:0.0011235, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:56:39,934 - yago11k_0.00003 - [INFO] - [Epoch:216]: Training Loss:0.001123 + +2023-06-06 05:56:40,248 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 05:56:57,107 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 05:57:13,785 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.40591, Head : 0.23208, Avg : 0.319 + +2023-06-06 05:57:13,785 - yago11k_0.00003 - [INFO] - [Epoch 216]: Training Loss: 0.0011235, Valid MRR: 0.32142, + + + +2023-06-06 05:57:14,692 - yago11k_0.00003 - [INFO] - [E:217| 0]: Train Loss:0.0011135, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 05:58:41,060 - yago11k_0.00003 - [INFO] - [E:217| 100]: Train Loss:0.0011218, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:00:06,362 - yago11k_0.00003 - [INFO] - [E:217| 200]: Train Loss:0.0011218, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:01:31,950 - yago11k_0.00003 - [INFO] - [E:217| 300]: Train Loss:0.0011225, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:02:58,730 - yago11k_0.00003 - [INFO] - [E:217| 400]: Train Loss:0.0011231, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:04:23,775 - yago11k_0.00003 - [INFO] - [E:217| 500]: Train Loss:0.0011233, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:05:49,223 - yago11k_0.00003 - [INFO] - [E:217| 600]: Train Loss:0.001123, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:05:49,224 - yago11k_0.00003 - [INFO] - [Epoch:217]: Training Loss:0.001123 + +2023-06-06 06:05:49,501 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 06:06:05,822 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 06:06:22,604 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.40936, Head : 0.23307, Avg : 0.32122 + +2023-06-06 06:06:22,604 - yago11k_0.00003 - [INFO] - [Epoch 217]: Training Loss: 0.001123, Valid MRR: 0.32142, + + + +2023-06-06 06:06:23,505 - yago11k_0.00003 - [INFO] - [E:218| 0]: Train Loss:0.001118, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:07:50,259 - yago11k_0.00003 - [INFO] - [E:218| 100]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:09:15,847 - yago11k_0.00003 - [INFO] - [E:218| 200]: Train Loss:0.0011231, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:10:40,552 - yago11k_0.00003 - [INFO] - [E:218| 300]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:12:07,800 - yago11k_0.00003 - [INFO] - [E:218| 400]: Train Loss:0.0011233, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:13:33,315 - yago11k_0.00003 - [INFO] - [E:218| 500]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:14:59,375 - yago11k_0.00003 - [INFO] - [E:218| 600]: Train Loss:0.001123, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:14:59,375 - yago11k_0.00003 - [INFO] - [Epoch:218]: Training Loss:0.001123 + +2023-06-06 06:14:59,686 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 06:15:15,443 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 06:15:31,946 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.40882, Head : 0.23219, Avg : 0.32051 + +2023-06-06 06:15:31,946 - yago11k_0.00003 - [INFO] - [Epoch 218]: Training Loss: 0.001123, Valid MRR: 0.32142, + + + +2023-06-06 06:15:32,849 - yago11k_0.00003 - [INFO] - [E:219| 0]: Train Loss:0.0011619, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:16:59,508 - yago11k_0.00003 - [INFO] - [E:219| 100]: Train Loss:0.0011212, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:18:24,503 - yago11k_0.00003 - [INFO] - [E:219| 200]: Train Loss:0.001122, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:19:50,683 - yago11k_0.00003 - [INFO] - [E:219| 300]: Train Loss:0.0011223, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:21:16,801 - yago11k_0.00003 - [INFO] - [E:219| 400]: Train Loss:0.001122, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:22:42,052 - yago11k_0.00003 - [INFO] - [E:219| 500]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:24:08,170 - yago11k_0.00003 - [INFO] - [E:219| 600]: Train Loss:0.0011224, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:24:08,170 - yago11k_0.00003 - [INFO] - [Epoch:219]: Training Loss:0.001122 + +2023-06-06 06:24:08,487 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 06:24:25,461 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 06:24:40,696 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.40567, Head : 0.23125, Avg : 0.31846 + MR: Tail : 592.68, Head : 928.7, Avg : 760.69 + Hit-1: Tail : 0.32203, Head : 0.18908, Avg : 0.25556 + Hit-3: Tail : 0.44082, Head : 0.22854, Avg : 0.33468 + Hit-10: Tail : 0.57572, Head : 0.31703, Avg : 0.44637 +2023-06-06 06:24:40,696 - yago11k_0.00003 - [INFO] - [Epoch 219]: Training Loss: 0.0011224, Valid MRR: 0.32142, + + + +2023-06-06 06:24:41,582 - yago11k_0.00003 - [INFO] - [E:220| 0]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:26:08,452 - yago11k_0.00003 - [INFO] - [E:220| 100]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:27:34,266 - yago11k_0.00003 - [INFO] - [E:220| 200]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:29:00,905 - yago11k_0.00003 - [INFO] - [E:220| 300]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:30:26,471 - yago11k_0.00003 - [INFO] - [E:220| 400]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:31:51,192 - yago11k_0.00003 - [INFO] - [E:220| 500]: Train Loss:0.0011224, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:33:17,308 - yago11k_0.00003 - [INFO] - [E:220| 600]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:33:17,309 - yago11k_0.00003 - [INFO] - [Epoch:220]: Training Loss:0.001123 + +2023-06-06 06:33:17,620 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 06:33:34,646 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 06:33:51,046 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.40443, Head : 0.23184, Avg : 0.31813 + +2023-06-06 06:33:51,047 - yago11k_0.00003 - [INFO] - [Epoch 220]: Training Loss: 0.0011227, Valid MRR: 0.32142, + + + +2023-06-06 06:33:51,870 - yago11k_0.00003 - [INFO] - [E:221| 0]: Train Loss:0.0011117, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:35:17,784 - yago11k_0.00003 - [INFO] - [E:221| 100]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:36:42,830 - yago11k_0.00003 - [INFO] - [E:221| 200]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:38:09,522 - yago11k_0.00003 - [INFO] - [E:221| 300]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:39:35,055 - yago11k_0.00003 - [INFO] - [E:221| 400]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:41:00,939 - yago11k_0.00003 - [INFO] - [E:221| 500]: Train Loss:0.001122, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:42:27,280 - yago11k_0.00003 - [INFO] - [E:221| 600]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:42:27,280 - yago11k_0.00003 - [INFO] - [Epoch:221]: Training Loss:0.001122 + +2023-06-06 06:42:27,589 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 06:42:44,509 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 06:43:01,257 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.40758, Head : 0.23369, Avg : 0.32064 + +2023-06-06 06:43:01,257 - yago11k_0.00003 - [INFO] - [Epoch 221]: Training Loss: 0.0011221, Valid MRR: 0.32142, + + + +2023-06-06 06:43:02,126 - yago11k_0.00003 - [INFO] - [E:222| 0]: Train Loss:0.0011357, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:44:27,681 - yago11k_0.00003 - [INFO] - [E:222| 100]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:45:53,170 - yago11k_0.00003 - [INFO] - [E:222| 200]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:47:19,837 - yago11k_0.00003 - [INFO] - [E:222| 300]: Train Loss:0.0011225, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:48:45,363 - yago11k_0.00003 - [INFO] - [E:222| 400]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:50:11,775 - yago11k_0.00003 - [INFO] - [E:222| 500]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:51:36,945 - yago11k_0.00003 - [INFO] - [E:222| 600]: Train Loss:0.0011215, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:51:36,946 - yago11k_0.00003 - [INFO] - [Epoch:222]: Training Loss:0.001121 + +2023-06-06 06:51:37,256 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 06:51:54,244 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 06:52:11,013 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.40882, Head : 0.23259, Avg : 0.32071 + +2023-06-06 06:52:11,013 - yago11k_0.00003 - [INFO] - [Epoch 222]: Training Loss: 0.0011215, Valid MRR: 0.32142, + + + +2023-06-06 06:52:11,890 - yago11k_0.00003 - [INFO] - [E:223| 0]: Train Loss:0.0011066, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:53:36,980 - yago11k_0.00003 - [INFO] - [E:223| 100]: Train Loss:0.0011189, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:55:02,439 - yago11k_0.00003 - [INFO] - [E:223| 200]: Train Loss:0.0011206, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:56:29,327 - yago11k_0.00003 - [INFO] - [E:223| 300]: Train Loss:0.0011205, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:57:55,100 - yago11k_0.00003 - [INFO] - [E:223| 400]: Train Loss:0.0011215, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 06:59:21,659 - yago11k_0.00003 - [INFO] - [E:223| 500]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:00:46,452 - yago11k_0.00003 - [INFO] - [E:223| 600]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:00:46,452 - yago11k_0.00003 - [INFO] - [Epoch:223]: Training Loss:0.001122 + +2023-06-06 07:00:46,769 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 07:01:03,685 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 07:01:20,406 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.4044, Head : 0.2303, Avg : 0.31735 + +2023-06-06 07:01:20,407 - yago11k_0.00003 - [INFO] - [Epoch 223]: Training Loss: 0.0011221, Valid MRR: 0.32142, + + + +2023-06-06 07:01:21,277 - yago11k_0.00003 - [INFO] - [E:224| 0]: Train Loss:0.0011416, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:02:46,715 - yago11k_0.00003 - [INFO] - [E:224| 100]: Train Loss:0.0011195, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:04:12,971 - yago11k_0.00003 - [INFO] - [E:224| 200]: Train Loss:0.0011198, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:05:38,890 - yago11k_0.00003 - [INFO] - [E:224| 300]: Train Loss:0.0011203, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:07:03,987 - yago11k_0.00003 - [INFO] - [E:224| 400]: Train Loss:0.001121, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:08:30,636 - yago11k_0.00003 - [INFO] - [E:224| 500]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:09:55,626 - yago11k_0.00003 - [INFO] - [E:224| 600]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:09:55,627 - yago11k_0.00003 - [INFO] - [Epoch:224]: Training Loss:0.001122 + +2023-06-06 07:09:55,936 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 07:10:12,917 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 07:10:29,733 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.40373, Head : 0.23242, Avg : 0.31808 + +2023-06-06 07:10:29,733 - yago11k_0.00003 - [INFO] - [Epoch 224]: Training Loss: 0.0011219, Valid MRR: 0.32142, + + + +2023-06-06 07:10:30,621 - yago11k_0.00003 - [INFO] - [E:225| 0]: Train Loss:0.0011146, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:11:56,582 - yago11k_0.00003 - [INFO] - [E:225| 100]: Train Loss:0.0011211, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:13:23,306 - yago11k_0.00003 - [INFO] - [E:225| 200]: Train Loss:0.0011209, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:14:48,811 - yago11k_0.00003 - [INFO] - [E:225| 300]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:16:14,290 - yago11k_0.00003 - [INFO] - [E:225| 400]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:17:40,869 - yago11k_0.00003 - [INFO] - [E:225| 500]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:19:05,792 - yago11k_0.00003 - [INFO] - [E:225| 600]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:19:05,792 - yago11k_0.00003 - [INFO] - [Epoch:225]: Training Loss:0.001122 + +2023-06-06 07:19:06,097 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 07:19:23,007 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 07:19:39,783 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.41013, Head : 0.23272, Avg : 0.32142 + +2023-06-06 07:19:39,783 - yago11k_0.00003 - [INFO] - [Epoch 225]: Training Loss: 0.0011219, Valid MRR: 0.32142, + + + +2023-06-06 07:19:40,667 - yago11k_0.00003 - [INFO] - [E:226| 0]: Train Loss:0.00111, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:21:06,250 - yago11k_0.00003 - [INFO] - [E:226| 100]: Train Loss:0.0011178, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:22:32,856 - yago11k_0.00003 - [INFO] - [E:226| 200]: Train Loss:0.00112, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:23:58,434 - yago11k_0.00003 - [INFO] - [E:226| 300]: Train Loss:0.0011199, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:25:23,953 - yago11k_0.00003 - [INFO] - [E:226| 400]: Train Loss:0.0011206, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:26:50,914 - yago11k_0.00003 - [INFO] - [E:226| 500]: Train Loss:0.0011205, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:28:15,948 - yago11k_0.00003 - [INFO] - [E:226| 600]: Train Loss:0.0011211, Val MRR:0.32142, yago11k_0.00003 +2023-06-06 07:28:15,948 - yago11k_0.00003 - [INFO] - [Epoch:226]: Training Loss:0.001121 + +2023-06-06 07:28:16,264 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 07:28:33,245 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 07:28:49,966 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.40829, Head : 0.23506, Avg : 0.32168 + +2023-06-06 07:28:51,370 - yago11k_0.00003 - [INFO] - [Epoch 226]: Training Loss: 0.0011211, Valid MRR: 0.32168, + + + +2023-06-06 07:28:52,257 - yago11k_0.00003 - [INFO] - [E:227| 0]: Train Loss:0.0011065, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:30:17,630 - yago11k_0.00003 - [INFO] - [E:227| 100]: Train Loss:0.0011219, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:31:44,204 - yago11k_0.00003 - [INFO] - [E:227| 200]: Train Loss:0.0011209, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:33:09,687 - yago11k_0.00003 - [INFO] - [E:227| 300]: Train Loss:0.0011208, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:34:35,443 - yago11k_0.00003 - [INFO] - [E:227| 400]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:36:01,920 - yago11k_0.00003 - [INFO] - [E:227| 500]: Train Loss:0.0011208, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:37:26,795 - yago11k_0.00003 - [INFO] - [E:227| 600]: Train Loss:0.001121, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:37:26,796 - yago11k_0.00003 - [INFO] - [Epoch:227]: Training Loss:0.001121 + +2023-06-06 07:37:27,113 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 07:37:44,055 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 07:38:00,823 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.40732, Head : 0.23347, Avg : 0.32039 + +2023-06-06 07:38:00,823 - yago11k_0.00003 - [INFO] - [Epoch 227]: Training Loss: 0.001121, Valid MRR: 0.32168, + + + +2023-06-06 07:38:01,720 - yago11k_0.00003 - [INFO] - [E:228| 0]: Train Loss:0.00118, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:39:27,190 - yago11k_0.00003 - [INFO] - [E:228| 100]: Train Loss:0.0011215, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:40:53,777 - yago11k_0.00003 - [INFO] - [E:228| 200]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:42:19,767 - yago11k_0.00003 - [INFO] - [E:228| 300]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:43:46,128 - yago11k_0.00003 - [INFO] - [E:228| 400]: Train Loss:0.0011216, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:45:11,708 - yago11k_0.00003 - [INFO] - [E:228| 500]: Train Loss:0.0011214, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:46:36,554 - yago11k_0.00003 - [INFO] - [E:228| 600]: Train Loss:0.0011213, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:46:36,554 - yago11k_0.00003 - [INFO] - [Epoch:228]: Training Loss:0.001121 + +2023-06-06 07:46:36,860 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 07:46:53,773 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 07:47:10,499 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.41011, Head : 0.23306, Avg : 0.32158 + +2023-06-06 07:47:10,500 - yago11k_0.00003 - [INFO] - [Epoch 228]: Training Loss: 0.0011213, Valid MRR: 0.32168, + + + +2023-06-06 07:47:11,386 - yago11k_0.00003 - [INFO] - [E:229| 0]: Train Loss:0.0011206, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:48:36,946 - yago11k_0.00003 - [INFO] - [E:229| 100]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:50:03,464 - yago11k_0.00003 - [INFO] - [E:229| 200]: Train Loss:0.0011209, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:51:29,030 - yago11k_0.00003 - [INFO] - [E:229| 300]: Train Loss:0.0011199, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:52:55,659 - yago11k_0.00003 - [INFO] - [E:229| 400]: Train Loss:0.0011203, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:54:21,176 - yago11k_0.00003 - [INFO] - [E:229| 500]: Train Loss:0.0011211, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:55:46,085 - yago11k_0.00003 - [INFO] - [E:229| 600]: Train Loss:0.0011211, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:55:46,086 - yago11k_0.00003 - [INFO] - [Epoch:229]: Training Loss:0.001121 + +2023-06-06 07:55:46,401 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 07:56:03,373 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 07:56:20,037 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.40901, Head : 0.23331, Avg : 0.32116 + MR: Tail : 596.49, Head : 936.51, Avg : 766.5 + Hit-1: Tail : 0.32315, Head : 0.19116, Avg : 0.25715 + Hit-3: Tail : 0.43859, Head : 0.22992, Avg : 0.33426 + Hit-10: Tail : 0.58391, Head : 0.31467, Avg : 0.44929 +2023-06-06 07:56:20,043 - yago11k_0.00003 - [INFO] - [Epoch 229]: Training Loss: 0.0011211, Valid MRR: 0.32168, + + + +2023-06-06 07:56:20,947 - yago11k_0.00003 - [INFO] - [E:230| 0]: Train Loss:0.0011344, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:57:47,590 - yago11k_0.00003 - [INFO] - [E:230| 100]: Train Loss:0.0011221, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 07:59:13,456 - yago11k_0.00003 - [INFO] - [E:230| 200]: Train Loss:0.0011217, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 08:00:38,946 - yago11k_0.00003 - [INFO] - [E:230| 300]: Train Loss:0.0011209, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 08:02:05,530 - yago11k_0.00003 - [INFO] - [E:230| 400]: Train Loss:0.0011201, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 08:03:31,091 - yago11k_0.00003 - [INFO] - [E:230| 500]: Train Loss:0.0011204, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 08:04:56,030 - yago11k_0.00003 - [INFO] - [E:230| 600]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003 +2023-06-06 08:04:56,031 - yago11k_0.00003 - [INFO] - [Epoch:230]: Training Loss:0.001121 + +2023-06-06 08:04:56,347 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 08:05:13,653 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 08:05:30,753 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.41301, Head : 0.23282, Avg : 0.32292 + +2023-06-06 08:05:31,889 - yago11k_0.00003 - [INFO] - [Epoch 230]: Training Loss: 0.0011207, Valid MRR: 0.32292, + + + +2023-06-06 08:05:32,795 - yago11k_0.00003 - [INFO] - [E:231| 0]: Train Loss:0.0011048, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:06:58,996 - yago11k_0.00003 - [INFO] - [E:231| 100]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:08:24,932 - yago11k_0.00003 - [INFO] - [E:231| 200]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:09:50,512 - yago11k_0.00003 - [INFO] - [E:231| 300]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:11:17,068 - yago11k_0.00003 - [INFO] - [E:231| 400]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:12:42,598 - yago11k_0.00003 - [INFO] - [E:231| 500]: Train Loss:0.00112, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:14:07,366 - yago11k_0.00003 - [INFO] - [E:231| 600]: Train Loss:0.0011204, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:14:07,367 - yago11k_0.00003 - [INFO] - [Epoch:231]: Training Loss:0.00112 + +2023-06-06 08:14:07,637 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 08:14:24,549 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 08:14:41,331 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.40571, Head : 0.23247, Avg : 0.31909 + +2023-06-06 08:14:41,331 - yago11k_0.00003 - [INFO] - [Epoch 231]: Training Loss: 0.0011204, Valid MRR: 0.32292, + + + +2023-06-06 08:14:42,234 - yago11k_0.00003 - [INFO] - [E:232| 0]: Train Loss:0.0011213, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:16:08,845 - yago11k_0.00003 - [INFO] - [E:232| 100]: Train Loss:0.0011194, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:17:34,337 - yago11k_0.00003 - [INFO] - [E:232| 200]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:18:59,864 - yago11k_0.00003 - [INFO] - [E:232| 300]: Train Loss:0.0011205, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:20:26,473 - yago11k_0.00003 - [INFO] - [E:232| 400]: Train Loss:0.0011203, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:21:51,959 - yago11k_0.00003 - [INFO] - [E:232| 500]: Train Loss:0.0011205, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:23:17,535 - yago11k_0.00003 - [INFO] - [E:232| 600]: Train Loss:0.0011204, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:23:17,535 - yago11k_0.00003 - [INFO] - [Epoch:232]: Training Loss:0.00112 + +2023-06-06 08:23:17,804 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 08:23:33,903 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 08:23:50,679 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.40306, Head : 0.23314, Avg : 0.3181 + +2023-06-06 08:23:50,679 - yago11k_0.00003 - [INFO] - [Epoch 232]: Training Loss: 0.0011204, Valid MRR: 0.32292, + + + +2023-06-06 08:23:51,568 - yago11k_0.00003 - [INFO] - [E:233| 0]: Train Loss:0.0011219, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:25:18,232 - yago11k_0.00003 - [INFO] - [E:233| 100]: Train Loss:0.00112, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:26:43,684 - yago11k_0.00003 - [INFO] - [E:233| 200]: Train Loss:0.0011218, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:28:09,693 - yago11k_0.00003 - [INFO] - [E:233| 300]: Train Loss:0.0011205, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:29:36,428 - yago11k_0.00003 - [INFO] - [E:233| 400]: Train Loss:0.0011204, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:31:01,301 - yago11k_0.00003 - [INFO] - [E:233| 500]: Train Loss:0.0011203, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:32:27,385 - yago11k_0.00003 - [INFO] - [E:233| 600]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:32:27,386 - yago11k_0.00003 - [INFO] - [Epoch:233]: Training Loss:0.00112 + +2023-06-06 08:32:27,695 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 08:32:43,552 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 08:32:59,001 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.40789, Head : 0.23159, Avg : 0.31974 + +2023-06-06 08:32:59,001 - yago11k_0.00003 - [INFO] - [Epoch 233]: Training Loss: 0.0011201, Valid MRR: 0.32292, + + + +2023-06-06 08:32:59,905 - yago11k_0.00003 - [INFO] - [E:234| 0]: Train Loss:0.001133, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:34:26,538 - yago11k_0.00003 - [INFO] - [E:234| 100]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:35:52,012 - yago11k_0.00003 - [INFO] - [E:234| 200]: Train Loss:0.0011206, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:37:18,262 - yago11k_0.00003 - [INFO] - [E:234| 300]: Train Loss:0.0011197, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:38:44,004 - yago11k_0.00003 - [INFO] - [E:234| 400]: Train Loss:0.0011196, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:40:09,478 - yago11k_0.00003 - [INFO] - [E:234| 500]: Train Loss:0.0011197, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:41:35,557 - yago11k_0.00003 - [INFO] - [E:234| 600]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:41:35,558 - yago11k_0.00003 - [INFO] - [Epoch:234]: Training Loss:0.00112 + +2023-06-06 08:41:35,869 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 08:41:52,863 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 08:42:08,288 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.41377, Head : 0.23174, Avg : 0.32275 + +2023-06-06 08:42:08,289 - yago11k_0.00003 - [INFO] - [Epoch 234]: Training Loss: 0.0011201, Valid MRR: 0.32292, + + + +2023-06-06 08:42:09,157 - yago11k_0.00003 - [INFO] - [E:235| 0]: Train Loss:0.0011187, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:43:35,798 - yago11k_0.00003 - [INFO] - [E:235| 100]: Train Loss:0.0011203, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:45:01,132 - yago11k_0.00003 - [INFO] - [E:235| 200]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:46:27,674 - yago11k_0.00003 - [INFO] - [E:235| 300]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:47:53,079 - yago11k_0.00003 - [INFO] - [E:235| 400]: Train Loss:0.0011197, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:49:18,461 - yago11k_0.00003 - [INFO] - [E:235| 500]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:50:44,463 - yago11k_0.00003 - [INFO] - [E:235| 600]: Train Loss:0.0011202, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:50:44,464 - yago11k_0.00003 - [INFO] - [Epoch:235]: Training Loss:0.00112 + +2023-06-06 08:50:44,780 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 08:51:01,758 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 08:51:18,021 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.41017, Head : 0.23322, Avg : 0.32169 + +2023-06-06 08:51:18,021 - yago11k_0.00003 - [INFO] - [Epoch 235]: Training Loss: 0.0011202, Valid MRR: 0.32292, + + + +2023-06-06 08:51:18,830 - yago11k_0.00003 - [INFO] - [E:236| 0]: Train Loss:0.0011511, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:52:44,844 - yago11k_0.00003 - [INFO] - [E:236| 100]: Train Loss:0.0011214, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:54:10,317 - yago11k_0.00003 - [INFO] - [E:236| 200]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:55:36,937 - yago11k_0.00003 - [INFO] - [E:236| 300]: Train Loss:0.0011202, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:57:02,394 - yago11k_0.00003 - [INFO] - [E:236| 400]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:58:28,252 - yago11k_0.00003 - [INFO] - [E:236| 500]: Train Loss:0.0011194, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:59:54,384 - yago11k_0.00003 - [INFO] - [E:236| 600]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 08:59:54,385 - yago11k_0.00003 - [INFO] - [Epoch:236]: Training Loss:0.00112 + +2023-06-06 08:59:54,705 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 09:00:11,970 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 09:00:29,026 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.41066, Head : 0.2317, Avg : 0.32118 + +2023-06-06 09:00:29,026 - yago11k_0.00003 - [INFO] - [Epoch 236]: Training Loss: 0.0011198, Valid MRR: 0.32292, + + + +2023-06-06 09:00:29,933 - yago11k_0.00003 - [INFO] - [E:237| 0]: Train Loss:0.0011219, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:01:55,461 - yago11k_0.00003 - [INFO] - [E:237| 100]: Train Loss:0.0011182, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:03:21,035 - yago11k_0.00003 - [INFO] - [E:237| 200]: Train Loss:0.0011191, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:04:47,629 - yago11k_0.00003 - [INFO] - [E:237| 300]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:06:13,152 - yago11k_0.00003 - [INFO] - [E:237| 400]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:07:39,040 - yago11k_0.00003 - [INFO] - [E:237| 500]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:09:04,772 - yago11k_0.00003 - [INFO] - [E:237| 600]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:09:04,772 - yago11k_0.00003 - [INFO] - [Epoch:237]: Training Loss:0.00112 + +2023-06-06 09:09:05,092 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 09:09:22,401 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 09:09:39,468 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.4075, Head : 0.233, Avg : 0.32025 + +2023-06-06 09:09:39,468 - yago11k_0.00003 - [INFO] - [Epoch 237]: Training Loss: 0.0011198, Valid MRR: 0.32292, + + + +2023-06-06 09:09:40,347 - yago11k_0.00003 - [INFO] - [E:238| 0]: Train Loss:0.0011129, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:11:05,911 - yago11k_0.00003 - [INFO] - [E:238| 100]: Train Loss:0.0011213, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:12:31,379 - yago11k_0.00003 - [INFO] - [E:238| 200]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:13:57,920 - yago11k_0.00003 - [INFO] - [E:238| 300]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:15:23,221 - yago11k_0.00003 - [INFO] - [E:238| 400]: Train Loss:0.0011196, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:16:49,309 - yago11k_0.00003 - [INFO] - [E:238| 500]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:18:14,503 - yago11k_0.00003 - [INFO] - [E:238| 600]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:18:14,503 - yago11k_0.00003 - [INFO] - [Epoch:238]: Training Loss:0.00112 + +2023-06-06 09:18:14,826 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 09:18:31,792 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 09:18:48,514 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.40801, Head : 0.23357, Avg : 0.32079 + +2023-06-06 09:18:48,514 - yago11k_0.00003 - [INFO] - [Epoch 238]: Training Loss: 0.0011195, Valid MRR: 0.32292, + + + +2023-06-06 09:18:49,403 - yago11k_0.00003 - [INFO] - [E:239| 0]: Train Loss:0.0011383, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:20:14,747 - yago11k_0.00003 - [INFO] - [E:239| 100]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:21:40,142 - yago11k_0.00003 - [INFO] - [E:239| 200]: Train Loss:0.001119, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:23:06,778 - yago11k_0.00003 - [INFO] - [E:239| 300]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:24:32,360 - yago11k_0.00003 - [INFO] - [E:239| 400]: Train Loss:0.0011194, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:25:58,943 - yago11k_0.00003 - [INFO] - [E:239| 500]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:27:23,925 - yago11k_0.00003 - [INFO] - [E:239| 600]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:27:23,925 - yago11k_0.00003 - [INFO] - [Epoch:239]: Training Loss:0.001119 + +2023-06-06 09:27:24,239 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 09:27:41,196 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 09:27:58,024 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.41125, Head : 0.23386, Avg : 0.32255 + MR: Tail : 612.15, Head : 948.95, Avg : 780.55 + Hit-1: Tail : 0.32717, Head : 0.192, Avg : 0.25959 + Hit-3: Tail : 0.44471, Head : 0.23006, Avg : 0.33739 + Hit-10: Tail : 0.58169, Head : 0.31717, Avg : 0.44943 +2023-06-06 09:27:58,024 - yago11k_0.00003 - [INFO] - [Epoch 239]: Training Loss: 0.0011195, Valid MRR: 0.32292, + + + +2023-06-06 09:27:58,900 - yago11k_0.00003 - [INFO] - [E:240| 0]: Train Loss:0.0011042, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:29:25,020 - yago11k_0.00003 - [INFO] - [E:240| 100]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:30:51,013 - yago11k_0.00003 - [INFO] - [E:240| 200]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:32:17,140 - yago11k_0.00003 - [INFO] - [E:240| 300]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:33:42,707 - yago11k_0.00003 - [INFO] - [E:240| 400]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:35:09,337 - yago11k_0.00003 - [INFO] - [E:240| 500]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:36:34,307 - yago11k_0.00003 - [INFO] - [E:240| 600]: Train Loss:0.0011191, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:36:34,307 - yago11k_0.00003 - [INFO] - [Epoch:240]: Training Loss:0.001119 + +2023-06-06 09:36:34,621 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 09:36:51,922 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 09:37:09,014 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.40743, Head : 0.23287, Avg : 0.32015 + +2023-06-06 09:37:09,014 - yago11k_0.00003 - [INFO] - [Epoch 240]: Training Loss: 0.0011191, Valid MRR: 0.32292, + + + +2023-06-06 09:37:09,889 - yago11k_0.00003 - [INFO] - [E:241| 0]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:38:35,531 - yago11k_0.00003 - [INFO] - [E:241| 100]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:40:01,818 - yago11k_0.00003 - [INFO] - [E:241| 200]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:41:27,745 - yago11k_0.00003 - [INFO] - [E:241| 300]: Train Loss:0.0011182, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:42:53,290 - yago11k_0.00003 - [INFO] - [E:241| 400]: Train Loss:0.0011183, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:44:20,449 - yago11k_0.00003 - [INFO] - [E:241| 500]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:45:45,433 - yago11k_0.00003 - [INFO] - [E:241| 600]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:45:45,433 - yago11k_0.00003 - [INFO] - [Epoch:241]: Training Loss:0.001119 + +2023-06-06 09:45:45,740 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 09:46:02,677 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 09:46:19,348 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.40696, Head : 0.23298, Avg : 0.31997 + +2023-06-06 09:46:19,348 - yago11k_0.00003 - [INFO] - [Epoch 241]: Training Loss: 0.0011189, Valid MRR: 0.32292, + + + +2023-06-06 09:46:20,223 - yago11k_0.00003 - [INFO] - [E:242| 0]: Train Loss:0.0011334, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:47:45,637 - yago11k_0.00003 - [INFO] - [E:242| 100]: Train Loss:0.0011194, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:49:12,258 - yago11k_0.00003 - [INFO] - [E:242| 200]: Train Loss:0.0011196, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:50:37,863 - yago11k_0.00003 - [INFO] - [E:242| 300]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:52:03,535 - yago11k_0.00003 - [INFO] - [E:242| 400]: Train Loss:0.0011186, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:53:30,269 - yago11k_0.00003 - [INFO] - [E:242| 500]: Train Loss:0.0011187, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:54:55,253 - yago11k_0.00003 - [INFO] - [E:242| 600]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:54:55,253 - yago11k_0.00003 - [INFO] - [Epoch:242]: Training Loss:0.001119 + +2023-06-06 09:54:55,561 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 09:55:12,493 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 09:55:29,219 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.41095, Head : 0.23436, Avg : 0.32265 + +2023-06-06 09:55:29,219 - yago11k_0.00003 - [INFO] - [Epoch 242]: Training Loss: 0.0011192, Valid MRR: 0.32292, + + + +2023-06-06 09:55:30,104 - yago11k_0.00003 - [INFO] - [E:243| 0]: Train Loss:0.0011319, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:56:55,551 - yago11k_0.00003 - [INFO] - [E:243| 100]: Train Loss:0.0011197, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:58:22,455 - yago11k_0.00003 - [INFO] - [E:243| 200]: Train Loss:0.0011191, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 09:59:48,540 - yago11k_0.00003 - [INFO] - [E:243| 300]: Train Loss:0.0011196, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:01:13,973 - yago11k_0.00003 - [INFO] - [E:243| 400]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:02:40,668 - yago11k_0.00003 - [INFO] - [E:243| 500]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:04:05,642 - yago11k_0.00003 - [INFO] - [E:243| 600]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:04:05,642 - yago11k_0.00003 - [INFO] - [Epoch:243]: Training Loss:0.001119 + +2023-06-06 10:04:05,957 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 10:04:22,967 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 10:04:39,776 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.41127, Head : 0.23304, Avg : 0.32216 + +2023-06-06 10:04:39,776 - yago11k_0.00003 - [INFO] - [Epoch 243]: Training Loss: 0.0011189, Valid MRR: 0.32292, + + + +2023-06-06 10:04:40,680 - yago11k_0.00003 - [INFO] - [E:244| 0]: Train Loss:0.0011897, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:06:06,199 - yago11k_0.00003 - [INFO] - [E:244| 100]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:07:32,930 - yago11k_0.00003 - [INFO] - [E:244| 200]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:08:58,483 - yago11k_0.00003 - [INFO] - [E:244| 300]: Train Loss:0.0011187, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:10:06,381 - yago11k_0.00003 - [INFO] - [E:244| 400]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:11:10,394 - yago11k_0.00003 - [INFO] - [E:244| 500]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:12:14,979 - yago11k_0.00003 - [INFO] - [E:244| 600]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:12:14,979 - yago11k_0.00003 - [INFO] - [Epoch:244]: Training Loss:0.001119 + +2023-06-06 10:12:15,202 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 10:12:27,865 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 10:12:39,967 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.40975, Head : 0.23304, Avg : 0.32139 + +2023-06-06 10:12:39,967 - yago11k_0.00003 - [INFO] - [Epoch 244]: Training Loss: 0.0011189, Valid MRR: 0.32292, + + + +2023-06-06 10:12:40,612 - yago11k_0.00003 - [INFO] - [E:245| 0]: Train Loss:0.0011292, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:13:52,580 - yago11k_0.00003 - [INFO] - [E:245| 100]: Train Loss:0.0011191, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:15:19,510 - yago11k_0.00003 - [INFO] - [E:245| 200]: Train Loss:0.0011182, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:16:29,968 - yago11k_0.00003 - [INFO] - [E:245| 300]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:17:33,926 - yago11k_0.00003 - [INFO] - [E:245| 400]: Train Loss:0.0011179, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:18:37,917 - yago11k_0.00003 - [INFO] - [E:245| 500]: Train Loss:0.0011183, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:19:41,467 - yago11k_0.00003 - [INFO] - [E:245| 600]: Train Loss:0.0011185, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:19:41,467 - yago11k_0.00003 - [INFO] - [Epoch:245]: Training Loss:0.001119 + +2023-06-06 10:19:41,682 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 10:19:53,788 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 10:20:05,766 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.40517, Head : 0.23473, Avg : 0.31995 + +2023-06-06 10:20:05,766 - yago11k_0.00003 - [INFO] - [Epoch 245]: Training Loss: 0.0011185, Valid MRR: 0.32292, + + + +2023-06-06 10:20:06,412 - yago11k_0.00003 - [INFO] - [E:246| 0]: Train Loss:0.0011179, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:21:11,594 - yago11k_0.00003 - [INFO] - [E:246| 100]: Train Loss:0.0011164, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:22:38,434 - yago11k_0.00003 - [INFO] - [E:246| 200]: Train Loss:0.0011173, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:23:56,432 - yago11k_0.00003 - [INFO] - [E:246| 300]: Train Loss:0.0011172, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:25:01,192 - yago11k_0.00003 - [INFO] - [E:246| 400]: Train Loss:0.0011168, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:26:26,441 - yago11k_0.00003 - [INFO] - [E:246| 500]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:27:49,092 - yago11k_0.00003 - [INFO] - [E:246| 600]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:27:49,093 - yago11k_0.00003 - [INFO] - [Epoch:246]: Training Loss:0.001118 + +2023-06-06 10:27:49,416 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 10:28:06,532 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 10:28:23,277 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.41185, Head : 0.23167, Avg : 0.32176 + +2023-06-06 10:28:23,278 - yago11k_0.00003 - [INFO] - [Epoch 246]: Training Loss: 0.0011184, Valid MRR: 0.32292, + + + +2023-06-06 10:28:24,155 - yago11k_0.00003 - [INFO] - [E:247| 0]: Train Loss:0.0011209, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:29:50,517 - yago11k_0.00003 - [INFO] - [E:247| 100]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:31:16,436 - yago11k_0.00003 - [INFO] - [E:247| 200]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:32:41,225 - yago11k_0.00003 - [INFO] - [E:247| 300]: Train Loss:0.0011187, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:34:07,564 - yago11k_0.00003 - [INFO] - [E:247| 400]: Train Loss:0.0011182, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:35:32,742 - yago11k_0.00003 - [INFO] - [E:247| 500]: Train Loss:0.0011186, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:36:57,279 - yago11k_0.00003 - [INFO] - [E:247| 600]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:36:57,280 - yago11k_0.00003 - [INFO] - [Epoch:247]: Training Loss:0.001118 + +2023-06-06 10:36:57,593 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 10:37:14,559 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 10:37:31,340 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.41036, Head : 0.2322, Avg : 0.32128 + +2023-06-06 10:37:31,340 - yago11k_0.00003 - [INFO] - [Epoch 247]: Training Loss: 0.0011181, Valid MRR: 0.32292, + + + +2023-06-06 10:37:32,222 - yago11k_0.00003 - [INFO] - [E:248| 0]: Train Loss:0.0011139, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:38:58,864 - yago11k_0.00003 - [INFO] - [E:248| 100]: Train Loss:0.001117, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:40:24,260 - yago11k_0.00003 - [INFO] - [E:248| 200]: Train Loss:0.001118, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:41:49,809 - yago11k_0.00003 - [INFO] - [E:248| 300]: Train Loss:0.0011179, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:43:16,484 - yago11k_0.00003 - [INFO] - [E:248| 400]: Train Loss:0.0011178, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:44:41,768 - yago11k_0.00003 - [INFO] - [E:248| 500]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:46:07,359 - yago11k_0.00003 - [INFO] - [E:248| 600]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:46:07,360 - yago11k_0.00003 - [INFO] - [Epoch:248]: Training Loss:0.001118 + +2023-06-06 10:46:07,649 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 10:46:23,484 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 10:46:40,170 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.41193, Head : 0.23212, Avg : 0.32202 + +2023-06-06 10:46:40,170 - yago11k_0.00003 - [INFO] - [Epoch 248]: Training Loss: 0.0011181, Valid MRR: 0.32292, + + + +2023-06-06 10:46:41,067 - yago11k_0.00003 - [INFO] - [E:249| 0]: Train Loss:0.0011215, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:48:08,037 - yago11k_0.00003 - [INFO] - [E:249| 100]: Train Loss:0.001116, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:49:33,185 - yago11k_0.00003 - [INFO] - [E:249| 200]: Train Loss:0.0011165, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:50:58,554 - yago11k_0.00003 - [INFO] - [E:249| 300]: Train Loss:0.0011168, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:52:25,263 - yago11k_0.00003 - [INFO] - [E:249| 400]: Train Loss:0.0011171, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:53:50,596 - yago11k_0.00003 - [INFO] - [E:249| 500]: Train Loss:0.0011176, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:55:16,693 - yago11k_0.00003 - [INFO] - [E:249| 600]: Train Loss:0.0011176, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:55:16,694 - yago11k_0.00003 - [INFO] - [Epoch:249]: Training Loss:0.001118 + +2023-06-06 10:55:17,005 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 10:55:33,096 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 10:55:49,299 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.40792, Head : 0.23119, Avg : 0.31956 + MR: Tail : 639.81, Head : 962.35, Avg : 801.08 + Hit-1: Tail : 0.32092, Head : 0.19047, Avg : 0.2557 + Hit-3: Tail : 0.44624, Head : 0.22617, Avg : 0.3362 + Hit-10: Tail : 0.57641, Head : 0.31495, Avg : 0.44568 +2023-06-06 10:55:49,299 - yago11k_0.00003 - [INFO] - [Epoch 249]: Training Loss: 0.0011176, Valid MRR: 0.32292, + + + +2023-06-06 10:55:50,196 - yago11k_0.00003 - [INFO] - [E:250| 0]: Train Loss:0.0011116, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:57:16,877 - yago11k_0.00003 - [INFO] - [E:250| 100]: Train Loss:0.0011168, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 10:58:42,260 - yago11k_0.00003 - [INFO] - [E:250| 200]: Train Loss:0.0011174, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:00:08,608 - yago11k_0.00003 - [INFO] - [E:250| 300]: Train Loss:0.0011171, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:01:34,696 - yago11k_0.00003 - [INFO] - [E:250| 400]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:03:00,290 - yago11k_0.00003 - [INFO] - [E:250| 500]: Train Loss:0.0011178, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:04:26,389 - yago11k_0.00003 - [INFO] - [E:250| 600]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:04:26,390 - yago11k_0.00003 - [INFO] - [Epoch:250]: Training Loss:0.001118 + +2023-06-06 11:04:26,704 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 11:04:43,735 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 11:04:59,160 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.40685, Head : 0.23213, Avg : 0.31949 + +2023-06-06 11:04:59,160 - yago11k_0.00003 - [INFO] - [Epoch 250]: Training Loss: 0.0011181, Valid MRR: 0.32292, + + + +2023-06-06 11:04:59,968 - yago11k_0.00003 - [INFO] - [E:251| 0]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:06:26,749 - yago11k_0.00003 - [INFO] - [E:251| 100]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:07:52,183 - yago11k_0.00003 - [INFO] - [E:251| 200]: Train Loss:0.001118, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:09:18,880 - yago11k_0.00003 - [INFO] - [E:251| 300]: Train Loss:0.0011176, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:10:44,515 - yago11k_0.00003 - [INFO] - [E:251| 400]: Train Loss:0.0011183, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:12:10,092 - yago11k_0.00003 - [INFO] - [E:251| 500]: Train Loss:0.0011178, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:13:36,216 - yago11k_0.00003 - [INFO] - [E:251| 600]: Train Loss:0.0011175, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:13:36,217 - yago11k_0.00003 - [INFO] - [Epoch:251]: Training Loss:0.001118 + +2023-06-06 11:13:36,531 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 11:13:53,497 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 11:14:09,813 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.40931, Head : 0.23227, Avg : 0.32079 + +2023-06-06 11:14:09,813 - yago11k_0.00003 - [INFO] - [Epoch 251]: Training Loss: 0.0011175, Valid MRR: 0.32292, + + + +2023-06-06 11:14:10,620 - yago11k_0.00003 - [INFO] - [E:252| 0]: Train Loss:0.0011136, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:15:36,459 - yago11k_0.00003 - [INFO] - [E:252| 100]: Train Loss:0.0011179, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:17:02,304 - yago11k_0.00003 - [INFO] - [E:252| 200]: Train Loss:0.0011173, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:18:29,176 - yago11k_0.00003 - [INFO] - [E:252| 300]: Train Loss:0.0011168, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:19:54,645 - yago11k_0.00003 - [INFO] - [E:252| 400]: Train Loss:0.0011173, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:21:20,280 - yago11k_0.00003 - [INFO] - [E:252| 500]: Train Loss:0.0011169, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:22:46,373 - yago11k_0.00003 - [INFO] - [E:252| 600]: Train Loss:0.0011176, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:22:46,374 - yago11k_0.00003 - [INFO] - [Epoch:252]: Training Loss:0.001118 + +2023-06-06 11:22:46,687 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 11:23:03,960 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 11:23:21,001 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.40501, Head : 0.23249, Avg : 0.31875 + +2023-06-06 11:23:21,002 - yago11k_0.00003 - [INFO] - [Epoch 252]: Training Loss: 0.0011176, Valid MRR: 0.32292, + + + +2023-06-06 11:23:21,875 - yago11k_0.00003 - [INFO] - [E:253| 0]: Train Loss:0.0011358, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:24:47,439 - yago11k_0.00003 - [INFO] - [E:253| 100]: Train Loss:0.0011162, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:26:13,013 - yago11k_0.00003 - [INFO] - [E:253| 200]: Train Loss:0.0011157, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:27:39,663 - yago11k_0.00003 - [INFO] - [E:253| 300]: Train Loss:0.0011166, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:29:05,156 - yago11k_0.00003 - [INFO] - [E:253| 400]: Train Loss:0.001117, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:30:31,123 - yago11k_0.00003 - [INFO] - [E:253| 500]: Train Loss:0.0011174, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:31:57,023 - yago11k_0.00003 - [INFO] - [E:253| 600]: Train Loss:0.0011175, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:31:57,023 - yago11k_0.00003 - [INFO] - [Epoch:253]: Training Loss:0.001117 + +2023-06-06 11:31:57,331 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 11:32:14,314 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 11:32:31,019 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.40805, Head : 0.23187, Avg : 0.31996 + +2023-06-06 11:32:31,019 - yago11k_0.00003 - [INFO] - [Epoch 253]: Training Loss: 0.0011175, Valid MRR: 0.32292, + + + +2023-06-06 11:32:31,896 - yago11k_0.00003 - [INFO] - [E:254| 0]: Train Loss:0.0010974, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:33:57,361 - yago11k_0.00003 - [INFO] - [E:254| 100]: Train Loss:0.0011135, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:35:22,910 - yago11k_0.00003 - [INFO] - [E:254| 200]: Train Loss:0.0011161, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:36:49,600 - yago11k_0.00003 - [INFO] - [E:254| 300]: Train Loss:0.0011161, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:38:14,855 - yago11k_0.00003 - [INFO] - [E:254| 400]: Train Loss:0.0011165, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:39:41,497 - yago11k_0.00003 - [INFO] - [E:254| 500]: Train Loss:0.0011163, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:41:06,400 - yago11k_0.00003 - [INFO] - [E:254| 600]: Train Loss:0.0011167, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:41:06,400 - yago11k_0.00003 - [INFO] - [Epoch:254]: Training Loss:0.001117 + +2023-06-06 11:41:06,712 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 11:41:23,728 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 11:41:40,489 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.41, Head : 0.23194, Avg : 0.32097 + +2023-06-06 11:41:40,489 - yago11k_0.00003 - [INFO] - [Epoch 254]: Training Loss: 0.0011167, Valid MRR: 0.32292, + + + +2023-06-06 11:41:41,384 - yago11k_0.00003 - [INFO] - [E:255| 0]: Train Loss:0.0011155, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:43:06,882 - yago11k_0.00003 - [INFO] - [E:255| 100]: Train Loss:0.0011162, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:44:32,726 - yago11k_0.00003 - [INFO] - [E:255| 200]: Train Loss:0.0011162, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:45:59,112 - yago11k_0.00003 - [INFO] - [E:255| 300]: Train Loss:0.0011166, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:47:25,142 - yago11k_0.00003 - [INFO] - [E:255| 400]: Train Loss:0.0011165, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:48:51,852 - yago11k_0.00003 - [INFO] - [E:255| 500]: Train Loss:0.0011166, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:50:16,575 - yago11k_0.00003 - [INFO] - [E:255| 600]: Train Loss:0.0011169, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:50:16,576 - yago11k_0.00003 - [INFO] - [Epoch:255]: Training Loss:0.001117 + +2023-06-06 11:50:16,893 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 11:50:33,889 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 11:50:50,622 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.40758, Head : 0.23406, Avg : 0.32082 + +2023-06-06 11:50:50,622 - yago11k_0.00003 - [INFO] - [Epoch 255]: Training Loss: 0.0011169, Valid MRR: 0.32292, + + + +2023-06-06 11:50:51,494 - yago11k_0.00003 - [INFO] - [E:256| 0]: Train Loss:0.0011061, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:52:16,729 - yago11k_0.00003 - [INFO] - [E:256| 100]: Train Loss:0.0011161, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:53:43,292 - yago11k_0.00003 - [INFO] - [E:256| 200]: Train Loss:0.0011162, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:55:08,839 - yago11k_0.00003 - [INFO] - [E:256| 300]: Train Loss:0.0011164, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:56:34,361 - yago11k_0.00003 - [INFO] - [E:256| 400]: Train Loss:0.0011172, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:58:00,954 - yago11k_0.00003 - [INFO] - [E:256| 500]: Train Loss:0.001117, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:59:25,933 - yago11k_0.00003 - [INFO] - [E:256| 600]: Train Loss:0.0011171, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 11:59:25,934 - yago11k_0.00003 - [INFO] - [Epoch:256]: Training Loss:0.001117 + +2023-06-06 11:59:26,244 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 11:59:43,182 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 11:59:59,990 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.40924, Head : 0.2328, Avg : 0.32102 + +2023-06-06 11:59:59,990 - yago11k_0.00003 - [INFO] - [Epoch 256]: Training Loss: 0.0011171, Valid MRR: 0.32292, + + + +2023-06-06 12:00:00,886 - yago11k_0.00003 - [INFO] - [E:257| 0]: Train Loss:0.0011495, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 12:01:26,458 - yago11k_0.00003 - [INFO] - [E:257| 100]: Train Loss:0.0011152, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 12:02:53,627 - yago11k_0.00003 - [INFO] - [E:257| 200]: Train Loss:0.0011169, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 12:04:19,074 - yago11k_0.00003 - [INFO] - [E:257| 300]: Train Loss:0.001117, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 12:05:44,575 - yago11k_0.00003 - [INFO] - [E:257| 400]: Train Loss:0.0011172, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 12:07:11,244 - yago11k_0.00003 - [INFO] - [E:257| 500]: Train Loss:0.0011172, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 12:08:36,122 - yago11k_0.00003 - [INFO] - [E:257| 600]: Train Loss:0.0011171, Val MRR:0.32292, yago11k_0.00003 +2023-06-06 12:08:36,122 - yago11k_0.00003 - [INFO] - [Epoch:257]: Training Loss:0.001117 + +2023-06-06 12:08:36,441 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 12:08:53,446 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 12:09:10,253 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.41217, Head : 0.23428, Avg : 0.32322 + +2023-06-06 12:09:11,609 - yago11k_0.00003 - [INFO] - [Epoch 257]: Training Loss: 0.0011171, Valid MRR: 0.32322, + + + +2023-06-06 12:09:12,519 - yago11k_0.00003 - [INFO] - [E:258| 0]: Train Loss:0.001111, Val MRR:0.32322, yago11k_0.00003 +2023-06-06 12:10:37,827 - yago11k_0.00003 - [INFO] - [E:258| 100]: Train Loss:0.0011159, Val MRR:0.32322, yago11k_0.00003 +2023-06-06 12:12:04,430 - yago11k_0.00003 - [INFO] - [E:258| 200]: Train Loss:0.0011172, Val MRR:0.32322, yago11k_0.00003 +2023-06-06 12:13:29,809 - yago11k_0.00003 - [INFO] - [E:258| 300]: Train Loss:0.0011171, Val MRR:0.32322, yago11k_0.00003 +2023-06-06 12:14:55,080 - yago11k_0.00003 - [INFO] - [E:258| 400]: Train Loss:0.001117, Val MRR:0.32322, yago11k_0.00003 +2023-06-06 12:16:21,738 - yago11k_0.00003 - [INFO] - [E:258| 500]: Train Loss:0.0011173, Val MRR:0.32322, yago11k_0.00003 +2023-06-06 12:17:47,338 - yago11k_0.00003 - [INFO] - [E:258| 600]: Train Loss:0.0011169, Val MRR:0.32322, yago11k_0.00003 +2023-06-06 12:17:47,339 - yago11k_0.00003 - [INFO] - [Epoch:258]: Training Loss:0.001117 + +2023-06-06 12:17:47,649 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 12:18:04,539 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 12:18:21,284 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.4131, Head : 0.23369, Avg : 0.32339 + +2023-06-06 12:18:22,903 - yago11k_0.00003 - [INFO] - [Epoch 258]: Training Loss: 0.0011169, Valid MRR: 0.32339, + + + +2023-06-06 12:18:23,801 - yago11k_0.00003 - [INFO] - [E:259| 0]: Train Loss:0.0011077, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:19:49,224 - yago11k_0.00003 - [INFO] - [E:259| 100]: Train Loss:0.0011158, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:21:15,756 - yago11k_0.00003 - [INFO] - [E:259| 200]: Train Loss:0.0011165, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:22:40,985 - yago11k_0.00003 - [INFO] - [E:259| 300]: Train Loss:0.0011162, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:24:06,816 - yago11k_0.00003 - [INFO] - [E:259| 400]: Train Loss:0.0011167, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:25:33,030 - yago11k_0.00003 - [INFO] - [E:259| 500]: Train Loss:0.0011166, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:26:57,911 - yago11k_0.00003 - [INFO] - [E:259| 600]: Train Loss:0.0011169, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:26:57,911 - yago11k_0.00003 - [INFO] - [Epoch:259]: Training Loss:0.001117 + +2023-06-06 12:26:58,214 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 12:27:15,232 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 12:27:31,998 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.41179, Head : 0.23437, Avg : 0.32308 + MR: Tail : 638.08, Head : 971.9, Avg : 804.99 + Hit-1: Tail : 0.32759, Head : 0.19241, Avg : 0.26 + Hit-3: Tail : 0.44512, Head : 0.22992, Avg : 0.33752 + Hit-10: Tail : 0.5803, Head : 0.31856, Avg : 0.44943 +2023-06-06 12:27:31,999 - yago11k_0.00003 - [INFO] - [Epoch 259]: Training Loss: 0.0011169, Valid MRR: 0.32339, + + + +2023-06-06 12:27:32,877 - yago11k_0.00003 - [INFO] - [E:260| 0]: Train Loss:0.0011633, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:28:58,370 - yago11k_0.00003 - [INFO] - [E:260| 100]: Train Loss:0.001116, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:30:24,933 - yago11k_0.00003 - [INFO] - [E:260| 200]: Train Loss:0.0011158, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:31:50,381 - yago11k_0.00003 - [INFO] - [E:260| 300]: Train Loss:0.0011164, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:33:16,833 - yago11k_0.00003 - [INFO] - [E:260| 400]: Train Loss:0.0011165, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:34:42,320 - yago11k_0.00003 - [INFO] - [E:260| 500]: Train Loss:0.001116, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:36:06,962 - yago11k_0.00003 - [INFO] - [E:260| 600]: Train Loss:0.0011164, Val MRR:0.32339, yago11k_0.00003 +2023-06-06 12:36:06,962 - yago11k_0.00003 - [INFO] - [Epoch:260]: Training Loss:0.001116 + +2023-06-06 12:36:07,276 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 12:36:24,300 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 12:36:41,058 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.41262, Head : 0.23607, Avg : 0.32434 + +2023-06-06 12:36:42,389 - yago11k_0.00003 - [INFO] - [Epoch 260]: Training Loss: 0.0011164, Valid MRR: 0.32434, + + + +2023-06-06 12:36:43,283 - yago11k_0.00003 - [INFO] - [E:261| 0]: Train Loss:0.0011224, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:38:08,770 - yago11k_0.00003 - [INFO] - [E:261| 100]: Train Loss:0.0011155, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:39:35,283 - yago11k_0.00003 - [INFO] - [E:261| 200]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:41:00,743 - yago11k_0.00003 - [INFO] - [E:261| 300]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:42:27,271 - yago11k_0.00003 - [INFO] - [E:261| 400]: Train Loss:0.0011158, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:43:52,723 - yago11k_0.00003 - [INFO] - [E:261| 500]: Train Loss:0.0011162, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:45:17,391 - yago11k_0.00003 - [INFO] - [E:261| 600]: Train Loss:0.0011164, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:45:17,391 - yago11k_0.00003 - [INFO] - [Epoch:261]: Training Loss:0.001116 + +2023-06-06 12:45:17,700 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 12:45:34,683 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 12:45:51,422 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.41303, Head : 0.23533, Avg : 0.32418 + +2023-06-06 12:45:51,422 - yago11k_0.00003 - [INFO] - [Epoch 261]: Training Loss: 0.0011164, Valid MRR: 0.32434, + + + +2023-06-06 12:45:52,295 - yago11k_0.00003 - [INFO] - [E:262| 0]: Train Loss:0.0011016, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:47:18,288 - yago11k_0.00003 - [INFO] - [E:262| 100]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:48:44,494 - yago11k_0.00003 - [INFO] - [E:262| 200]: Train Loss:0.0011156, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:50:09,839 - yago11k_0.00003 - [INFO] - [E:262| 300]: Train Loss:0.0011159, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:51:36,298 - yago11k_0.00003 - [INFO] - [E:262| 400]: Train Loss:0.0011162, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:53:01,780 - yago11k_0.00003 - [INFO] - [E:262| 500]: Train Loss:0.0011161, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:54:26,564 - yago11k_0.00003 - [INFO] - [E:262| 600]: Train Loss:0.0011163, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:54:26,564 - yago11k_0.00003 - [INFO] - [Epoch:262]: Training Loss:0.001116 + +2023-06-06 12:54:26,878 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 12:54:43,893 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 12:55:00,623 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.41282, Head : 0.23214, Avg : 0.32248 + +2023-06-06 12:55:00,623 - yago11k_0.00003 - [INFO] - [Epoch 262]: Training Loss: 0.0011163, Valid MRR: 0.32434, + + + +2023-06-06 12:55:01,501 - yago11k_0.00003 - [INFO] - [E:263| 0]: Train Loss:0.0011044, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:56:28,086 - yago11k_0.00003 - [INFO] - [E:263| 100]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:57:53,600 - yago11k_0.00003 - [INFO] - [E:263| 200]: Train Loss:0.0011144, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 12:59:19,105 - yago11k_0.00003 - [INFO] - [E:263| 300]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:00:45,655 - yago11k_0.00003 - [INFO] - [E:263| 400]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:02:11,156 - yago11k_0.00003 - [INFO] - [E:263| 500]: Train Loss:0.0011158, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:03:36,809 - yago11k_0.00003 - [INFO] - [E:263| 600]: Train Loss:0.0011163, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:03:36,809 - yago11k_0.00003 - [INFO] - [Epoch:263]: Training Loss:0.001116 + +2023-06-06 13:03:37,084 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 13:03:53,497 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 13:04:10,253 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.40873, Head : 0.23471, Avg : 0.32172 + +2023-06-06 13:04:10,253 - yago11k_0.00003 - [INFO] - [Epoch 263]: Training Loss: 0.0011163, Valid MRR: 0.32434, + + + +2023-06-06 13:04:11,105 - yago11k_0.00003 - [INFO] - [E:264| 0]: Train Loss:0.001091, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:05:37,547 - yago11k_0.00003 - [INFO] - [E:264| 100]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:07:02,996 - yago11k_0.00003 - [INFO] - [E:264| 200]: Train Loss:0.0011148, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:08:28,459 - yago11k_0.00003 - [INFO] - [E:264| 300]: Train Loss:0.0011155, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:09:54,988 - yago11k_0.00003 - [INFO] - [E:264| 400]: Train Loss:0.0011161, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:11:20,496 - yago11k_0.00003 - [INFO] - [E:264| 500]: Train Loss:0.0011159, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:12:46,442 - yago11k_0.00003 - [INFO] - [E:264| 600]: Train Loss:0.001116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:12:46,443 - yago11k_0.00003 - [INFO] - [Epoch:264]: Training Loss:0.001116 + +2023-06-06 13:12:46,719 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 13:13:02,462 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 13:13:19,473 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.40855, Head : 0.23577, Avg : 0.32216 + +2023-06-06 13:13:19,473 - yago11k_0.00003 - [INFO] - [Epoch 264]: Training Loss: 0.001116, Valid MRR: 0.32434, + + + +2023-06-06 13:13:20,384 - yago11k_0.00003 - [INFO] - [E:265| 0]: Train Loss:0.0011066, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:14:46,922 - yago11k_0.00003 - [INFO] - [E:265| 100]: Train Loss:0.001116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:16:12,465 - yago11k_0.00003 - [INFO] - [E:265| 200]: Train Loss:0.0011164, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:17:37,784 - yago11k_0.00003 - [INFO] - [E:265| 300]: Train Loss:0.0011162, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:19:04,145 - yago11k_0.00003 - [INFO] - [E:265| 400]: Train Loss:0.0011158, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:20:29,500 - yago11k_0.00003 - [INFO] - [E:265| 500]: Train Loss:0.0011163, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:21:55,300 - yago11k_0.00003 - [INFO] - [E:265| 600]: Train Loss:0.001116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:21:55,300 - yago11k_0.00003 - [INFO] - [Epoch:265]: Training Loss:0.001116 + +2023-06-06 13:21:55,612 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 13:22:11,632 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 13:22:27,829 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.41255, Head : 0.23301, Avg : 0.32278 + +2023-06-06 13:22:27,830 - yago11k_0.00003 - [INFO] - [Epoch 265]: Training Loss: 0.001116, Valid MRR: 0.32434, + + + +2023-06-06 13:22:28,732 - yago11k_0.00003 - [INFO] - [E:266| 0]: Train Loss:0.0011099, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:23:55,273 - yago11k_0.00003 - [INFO] - [E:266| 100]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:25:20,506 - yago11k_0.00003 - [INFO] - [E:266| 200]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:26:46,736 - yago11k_0.00003 - [INFO] - [E:266| 300]: Train Loss:0.0011161, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:28:12,585 - yago11k_0.00003 - [INFO] - [E:266| 400]: Train Loss:0.0011157, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:29:38,007 - yago11k_0.00003 - [INFO] - [E:266| 500]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:31:03,987 - yago11k_0.00003 - [INFO] - [E:266| 600]: Train Loss:0.0011156, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:31:03,988 - yago11k_0.00003 - [INFO] - [Epoch:266]: Training Loss:0.001116 + +2023-06-06 13:31:04,307 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 13:31:21,454 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 13:31:37,092 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.40885, Head : 0.23325, Avg : 0.32105 + +2023-06-06 13:31:37,092 - yago11k_0.00003 - [INFO] - [Epoch 266]: Training Loss: 0.0011156, Valid MRR: 0.32434, + + + +2023-06-06 13:31:37,968 - yago11k_0.00003 - [INFO] - [E:267| 0]: Train Loss:0.001108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:33:04,480 - yago11k_0.00003 - [INFO] - [E:267| 100]: Train Loss:0.0011159, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:34:29,973 - yago11k_0.00003 - [INFO] - [E:267| 200]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:35:56,360 - yago11k_0.00003 - [INFO] - [E:267| 300]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:37:21,861 - yago11k_0.00003 - [INFO] - [E:267| 400]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:38:47,316 - yago11k_0.00003 - [INFO] - [E:267| 500]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:40:13,242 - yago11k_0.00003 - [INFO] - [E:267| 600]: Train Loss:0.0011153, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:40:13,243 - yago11k_0.00003 - [INFO] - [Epoch:267]: Training Loss:0.001115 + +2023-06-06 13:40:13,558 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 13:40:30,859 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 13:40:46,513 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.41125, Head : 0.23548, Avg : 0.32337 + +2023-06-06 13:40:46,513 - yago11k_0.00003 - [INFO] - [Epoch 267]: Training Loss: 0.0011153, Valid MRR: 0.32434, + + + +2023-06-06 13:40:47,320 - yago11k_0.00003 - [INFO] - [E:268| 0]: Train Loss:0.0011088, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:42:13,757 - yago11k_0.00003 - [INFO] - [E:268| 100]: Train Loss:0.0011143, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:43:39,279 - yago11k_0.00003 - [INFO] - [E:268| 200]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:45:05,827 - yago11k_0.00003 - [INFO] - [E:268| 300]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:46:31,179 - yago11k_0.00003 - [INFO] - [E:268| 400]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:47:56,600 - yago11k_0.00003 - [INFO] - [E:268| 500]: Train Loss:0.0011149, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:49:22,843 - yago11k_0.00003 - [INFO] - [E:268| 600]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:49:22,844 - yago11k_0.00003 - [INFO] - [Epoch:268]: Training Loss:0.001115 + +2023-06-06 13:49:23,156 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 13:49:40,107 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 13:49:56,569 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.40447, Head : 0.23509, Avg : 0.31978 + +2023-06-06 13:49:56,569 - yago11k_0.00003 - [INFO] - [Epoch 268]: Training Loss: 0.0011154, Valid MRR: 0.32434, + + + +2023-06-06 13:49:57,398 - yago11k_0.00003 - [INFO] - [E:269| 0]: Train Loss:0.0011013, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:51:23,406 - yago11k_0.00003 - [INFO] - [E:269| 100]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:52:48,912 - yago11k_0.00003 - [INFO] - [E:269| 200]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:54:15,464 - yago11k_0.00003 - [INFO] - [E:269| 300]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:55:41,074 - yago11k_0.00003 - [INFO] - [E:269| 400]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:57:06,639 - yago11k_0.00003 - [INFO] - [E:269| 500]: Train Loss:0.0011149, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:58:32,549 - yago11k_0.00003 - [INFO] - [E:269| 600]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 13:58:32,550 - yago11k_0.00003 - [INFO] - [Epoch:269]: Training Loss:0.001115 + +2023-06-06 13:58:32,876 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 13:58:50,143 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 13:59:07,223 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.4092, Head : 0.23565, Avg : 0.32243 + MR: Tail : 665.52, Head : 961.57, Avg : 813.55 + Hit-1: Tail : 0.32565, Head : 0.19478, Avg : 0.26021 + Hit-3: Tail : 0.44207, Head : 0.23256, Avg : 0.33732 + Hit-10: Tail : 0.57919, Head : 0.31453, Avg : 0.44686 +2023-06-06 13:59:07,223 - yago11k_0.00003 - [INFO] - [Epoch 269]: Training Loss: 0.0011154, Valid MRR: 0.32434, + + + +2023-06-06 13:59:08,125 - yago11k_0.00003 - [INFO] - [E:270| 0]: Train Loss:0.0011057, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:00:33,498 - yago11k_0.00003 - [INFO] - [E:270| 100]: Train Loss:0.0011142, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:01:58,841 - yago11k_0.00003 - [INFO] - [E:270| 200]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:03:25,379 - yago11k_0.00003 - [INFO] - [E:270| 300]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:04:50,713 - yago11k_0.00003 - [INFO] - [E:270| 400]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:06:16,440 - yago11k_0.00003 - [INFO] - [E:270| 500]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:07:41,736 - yago11k_0.00003 - [INFO] - [E:270| 600]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:07:41,736 - yago11k_0.00003 - [INFO] - [Epoch:270]: Training Loss:0.001115 + +2023-06-06 14:07:42,041 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 14:07:59,088 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 14:08:16,143 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.40945, Head : 0.23392, Avg : 0.32169 + +2023-06-06 14:08:16,143 - yago11k_0.00003 - [INFO] - [Epoch 270]: Training Loss: 0.0011152, Valid MRR: 0.32434, + + + +2023-06-06 14:08:17,051 - yago11k_0.00003 - [INFO] - [E:271| 0]: Train Loss:0.0011098, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:09:42,481 - yago11k_0.00003 - [INFO] - [E:271| 100]: Train Loss:0.0011173, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:11:08,010 - yago11k_0.00003 - [INFO] - [E:271| 200]: Train Loss:0.0011167, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:12:34,527 - yago11k_0.00003 - [INFO] - [E:271| 300]: Train Loss:0.0011157, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:14:00,026 - yago11k_0.00003 - [INFO] - [E:271| 400]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:15:26,431 - yago11k_0.00003 - [INFO] - [E:271| 500]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:16:51,532 - yago11k_0.00003 - [INFO] - [E:271| 600]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:16:51,533 - yago11k_0.00003 - [INFO] - [Epoch:271]: Training Loss:0.001115 + +2023-06-06 14:16:51,858 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 14:17:09,123 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 14:17:26,196 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.41225, Head : 0.23346, Avg : 0.32285 + +2023-06-06 14:17:26,196 - yago11k_0.00003 - [INFO] - [Epoch 271]: Training Loss: 0.0011151, Valid MRR: 0.32434, + + + +2023-06-06 14:17:27,072 - yago11k_0.00003 - [INFO] - [E:272| 0]: Train Loss:0.0011262, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:18:52,529 - yago11k_0.00003 - [INFO] - [E:272| 100]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:20:18,085 - yago11k_0.00003 - [INFO] - [E:272| 200]: Train Loss:0.0011142, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:21:44,536 - yago11k_0.00003 - [INFO] - [E:272| 300]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:23:09,815 - yago11k_0.00003 - [INFO] - [E:272| 400]: Train Loss:0.0011144, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:24:36,400 - yago11k_0.00003 - [INFO] - [E:272| 500]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:26:01,334 - yago11k_0.00003 - [INFO] - [E:272| 600]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:26:01,334 - yago11k_0.00003 - [INFO] - [Epoch:272]: Training Loss:0.001115 + +2023-06-06 14:26:01,640 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 14:26:18,513 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 14:26:35,234 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.41017, Head : 0.2328, Avg : 0.32148 + +2023-06-06 14:26:35,234 - yago11k_0.00003 - [INFO] - [Epoch 272]: Training Loss: 0.0011147, Valid MRR: 0.32434, + + + +2023-06-06 14:26:36,147 - yago11k_0.00003 - [INFO] - [E:273| 0]: Train Loss:0.0011015, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:28:01,572 - yago11k_0.00003 - [INFO] - [E:273| 100]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:29:27,578 - yago11k_0.00003 - [INFO] - [E:273| 200]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:30:53,854 - yago11k_0.00003 - [INFO] - [E:273| 300]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:32:19,293 - yago11k_0.00003 - [INFO] - [E:273| 400]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:33:45,903 - yago11k_0.00003 - [INFO] - [E:273| 500]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:35:10,883 - yago11k_0.00003 - [INFO] - [E:273| 600]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:35:10,884 - yago11k_0.00003 - [INFO] - [Epoch:273]: Training Loss:0.001115 + +2023-06-06 14:35:11,197 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 14:35:28,450 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 14:35:45,516 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.40738, Head : 0.23251, Avg : 0.31995 + +2023-06-06 14:35:45,516 - yago11k_0.00003 - [INFO] - [Epoch 273]: Training Loss: 0.0011147, Valid MRR: 0.32434, + + + +2023-06-06 14:35:46,431 - yago11k_0.00003 - [INFO] - [E:274| 0]: Train Loss:0.0011974, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:37:11,899 - yago11k_0.00003 - [INFO] - [E:274| 100]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:38:38,115 - yago11k_0.00003 - [INFO] - [E:274| 200]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:40:03,879 - yago11k_0.00003 - [INFO] - [E:274| 300]: Train Loss:0.0011149, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:41:29,448 - yago11k_0.00003 - [INFO] - [E:274| 400]: Train Loss:0.0011148, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:42:56,020 - yago11k_0.00003 - [INFO] - [E:274| 500]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:44:20,926 - yago11k_0.00003 - [INFO] - [E:274| 600]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:44:20,927 - yago11k_0.00003 - [INFO] - [Epoch:274]: Training Loss:0.001115 + +2023-06-06 14:44:21,240 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 14:44:38,531 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 14:44:55,582 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.40925, Head : 0.23384, Avg : 0.32155 + +2023-06-06 14:44:55,583 - yago11k_0.00003 - [INFO] - [Epoch 274]: Training Loss: 0.0011147, Valid MRR: 0.32434, + + + +2023-06-06 14:44:56,478 - yago11k_0.00003 - [INFO] - [E:275| 0]: Train Loss:0.0011046, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:46:22,095 - yago11k_0.00003 - [INFO] - [E:275| 100]: Train Loss:0.0011137, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:47:48,740 - yago11k_0.00003 - [INFO] - [E:275| 200]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:49:14,414 - yago11k_0.00003 - [INFO] - [E:275| 300]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:50:39,991 - yago11k_0.00003 - [INFO] - [E:275| 400]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:52:06,637 - yago11k_0.00003 - [INFO] - [E:275| 500]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:53:31,421 - yago11k_0.00003 - [INFO] - [E:275| 600]: Train Loss:0.0011143, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:53:31,422 - yago11k_0.00003 - [INFO] - [Epoch:275]: Training Loss:0.001114 + +2023-06-06 14:53:31,745 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 14:53:48,884 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 14:54:05,529 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.40671, Head : 0.23164, Avg : 0.31917 + +2023-06-06 14:54:05,529 - yago11k_0.00003 - [INFO] - [Epoch 275]: Training Loss: 0.0011143, Valid MRR: 0.32434, + + + +2023-06-06 14:54:06,405 - yago11k_0.00003 - [INFO] - [E:276| 0]: Train Loss:0.0011022, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:55:31,794 - yago11k_0.00003 - [INFO] - [E:276| 100]: Train Loss:0.0011153, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:56:58,451 - yago11k_0.00003 - [INFO] - [E:276| 200]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:58:23,845 - yago11k_0.00003 - [INFO] - [E:276| 300]: Train Loss:0.0011148, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 14:59:49,435 - yago11k_0.00003 - [INFO] - [E:276| 400]: Train Loss:0.0011143, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:01:16,067 - yago11k_0.00003 - [INFO] - [E:276| 500]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:02:41,076 - yago11k_0.00003 - [INFO] - [E:276| 600]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:02:41,076 - yago11k_0.00003 - [INFO] - [Epoch:276]: Training Loss:0.001115 + +2023-06-06 15:02:41,398 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 15:02:58,382 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 15:03:15,122 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.40681, Head : 0.23351, Avg : 0.32016 + +2023-06-06 15:03:15,123 - yago11k_0.00003 - [INFO] - [Epoch 276]: Training Loss: 0.001115, Valid MRR: 0.32434, + + + +2023-06-06 15:03:15,994 - yago11k_0.00003 - [INFO] - [E:277| 0]: Train Loss:0.0010977, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:04:41,506 - yago11k_0.00003 - [INFO] - [E:277| 100]: Train Loss:0.0011174, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:06:08,245 - yago11k_0.00003 - [INFO] - [E:277| 200]: Train Loss:0.0011156, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:07:34,023 - yago11k_0.00003 - [INFO] - [E:277| 300]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:09:00,283 - yago11k_0.00003 - [INFO] - [E:277| 400]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:10:26,577 - yago11k_0.00003 - [INFO] - [E:277| 500]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:11:51,459 - yago11k_0.00003 - [INFO] - [E:277| 600]: Train Loss:0.0011148, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:11:51,459 - yago11k_0.00003 - [INFO] - [Epoch:277]: Training Loss:0.001115 + +2023-06-06 15:11:51,768 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 15:12:08,680 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 15:12:25,400 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.41117, Head : 0.23298, Avg : 0.32208 + +2023-06-06 15:12:25,400 - yago11k_0.00003 - [INFO] - [Epoch 277]: Training Loss: 0.0011148, Valid MRR: 0.32434, + + + +2023-06-06 15:12:26,291 - yago11k_0.00003 - [INFO] - [E:278| 0]: Train Loss:0.0011199, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:13:51,836 - yago11k_0.00003 - [INFO] - [E:278| 100]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:15:18,465 - yago11k_0.00003 - [INFO] - [E:278| 200]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:16:44,130 - yago11k_0.00003 - [INFO] - [E:278| 300]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:18:10,595 - yago11k_0.00003 - [INFO] - [E:278| 400]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:19:36,121 - yago11k_0.00003 - [INFO] - [E:278| 500]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:21:00,947 - yago11k_0.00003 - [INFO] - [E:278| 600]: Train Loss:0.0011144, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:21:00,948 - yago11k_0.00003 - [INFO] - [Epoch:278]: Training Loss:0.001114 + +2023-06-06 15:21:01,263 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 15:21:18,247 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 15:21:34,942 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.41025, Head : 0.2335, Avg : 0.32187 + +2023-06-06 15:21:34,943 - yago11k_0.00003 - [INFO] - [Epoch 278]: Training Loss: 0.0011144, Valid MRR: 0.32434, + + + +2023-06-06 15:21:35,823 - yago11k_0.00003 - [INFO] - [E:279| 0]: Train Loss:0.0011036, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:23:01,636 - yago11k_0.00003 - [INFO] - [E:279| 100]: Train Loss:0.0011103, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:24:28,378 - yago11k_0.00003 - [INFO] - [E:279| 200]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:25:53,822 - yago11k_0.00003 - [INFO] - [E:279| 300]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:27:20,315 - yago11k_0.00003 - [INFO] - [E:279| 400]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:28:45,722 - yago11k_0.00003 - [INFO] - [E:279| 500]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:30:10,596 - yago11k_0.00003 - [INFO] - [E:279| 600]: Train Loss:0.0011143, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:30:10,597 - yago11k_0.00003 - [INFO] - [Epoch:279]: Training Loss:0.001114 + +2023-06-06 15:30:10,916 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 15:30:28,178 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 15:30:45,315 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.41158, Head : 0.23314, Avg : 0.32236 + MR: Tail : 618.96, Head : 973.02, Avg : 795.99 + Hit-1: Tail : 0.32495, Head : 0.19214, Avg : 0.25854 + Hit-3: Tail : 0.44957, Head : 0.22756, Avg : 0.33857 + Hit-10: Tail : 0.58475, Head : 0.31523, Avg : 0.44999 +2023-06-06 15:30:45,315 - yago11k_0.00003 - [INFO] - [Epoch 279]: Training Loss: 0.0011143, Valid MRR: 0.32434, + + + +2023-06-06 15:30:46,212 - yago11k_0.00003 - [INFO] - [E:280| 0]: Train Loss:0.0011188, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:32:12,109 - yago11k_0.00003 - [INFO] - [E:280| 100]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:33:38,312 - yago11k_0.00003 - [INFO] - [E:280| 200]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:35:03,806 - yago11k_0.00003 - [INFO] - [E:280| 300]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:36:30,346 - yago11k_0.00003 - [INFO] - [E:280| 400]: Train Loss:0.0011142, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:37:55,773 - yago11k_0.00003 - [INFO] - [E:280| 500]: Train Loss:0.0011139, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:39:20,444 - yago11k_0.00003 - [INFO] - [E:280| 600]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:39:20,444 - yago11k_0.00003 - [INFO] - [Epoch:280]: Training Loss:0.001114 + +2023-06-06 15:39:20,757 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 15:39:38,016 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 15:39:55,013 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.40746, Head : 0.23438, Avg : 0.32092 + +2023-06-06 15:39:55,013 - yago11k_0.00003 - [INFO] - [Epoch 280]: Training Loss: 0.001114, Valid MRR: 0.32434, + + + +2023-06-06 15:39:55,894 - yago11k_0.00003 - [INFO] - [E:281| 0]: Train Loss:0.0011219, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:41:21,883 - yago11k_0.00003 - [INFO] - [E:281| 100]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:42:47,644 - yago11k_0.00003 - [INFO] - [E:281| 200]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:44:12,992 - yago11k_0.00003 - [INFO] - [E:281| 300]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:45:39,475 - yago11k_0.00003 - [INFO] - [E:281| 400]: Train Loss:0.0011139, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:47:04,780 - yago11k_0.00003 - [INFO] - [E:281| 500]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:48:29,614 - yago11k_0.00003 - [INFO] - [E:281| 600]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:48:29,615 - yago11k_0.00003 - [INFO] - [Epoch:281]: Training Loss:0.001114 + +2023-06-06 15:48:29,888 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 15:48:47,156 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 15:49:04,236 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.40671, Head : 0.23301, Avg : 0.31986 + +2023-06-06 15:49:04,236 - yago11k_0.00003 - [INFO] - [Epoch 281]: Training Loss: 0.001114, Valid MRR: 0.32434, + + + +2023-06-06 15:49:05,102 - yago11k_0.00003 - [INFO] - [E:282| 0]: Train Loss:0.001157, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:50:31,526 - yago11k_0.00003 - [INFO] - [E:282| 100]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:51:56,960 - yago11k_0.00003 - [INFO] - [E:282| 200]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:53:22,260 - yago11k_0.00003 - [INFO] - [E:282| 300]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:54:48,619 - yago11k_0.00003 - [INFO] - [E:282| 400]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:56:13,836 - yago11k_0.00003 - [INFO] - [E:282| 500]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:57:38,908 - yago11k_0.00003 - [INFO] - [E:282| 600]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:57:38,909 - yago11k_0.00003 - [INFO] - [Epoch:282]: Training Loss:0.001114 + +2023-06-06 15:57:39,192 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 15:57:55,515 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 15:58:12,274 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.40646, Head : 0.23354, Avg : 0.32 + +2023-06-06 15:58:12,274 - yago11k_0.00003 - [INFO] - [Epoch 282]: Training Loss: 0.0011141, Valid MRR: 0.32434, + + + +2023-06-06 15:58:13,153 - yago11k_0.00003 - [INFO] - [E:283| 0]: Train Loss:0.0010973, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 15:59:39,603 - yago11k_0.00003 - [INFO] - [E:283| 100]: Train Loss:0.0011158, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:01:04,939 - yago11k_0.00003 - [INFO] - [E:283| 200]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:02:30,298 - yago11k_0.00003 - [INFO] - [E:283| 300]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:03:56,800 - yago11k_0.00003 - [INFO] - [E:283| 400]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:05:22,199 - yago11k_0.00003 - [INFO] - [E:283| 500]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:06:48,220 - yago11k_0.00003 - [INFO] - [E:283| 600]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:06:48,221 - yago11k_0.00003 - [INFO] - [Epoch:283]: Training Loss:0.001114 + +2023-06-06 16:06:48,527 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 16:07:03,997 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 16:07:20,814 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.40966, Head : 0.23374, Avg : 0.3217 + +2023-06-06 16:07:20,814 - yago11k_0.00003 - [INFO] - [Epoch 283]: Training Loss: 0.001114, Valid MRR: 0.32434, + + + +2023-06-06 16:07:21,702 - yago11k_0.00003 - [INFO] - [E:284| 0]: Train Loss:0.0011052, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:08:48,306 - yago11k_0.00003 - [INFO] - [E:284| 100]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:10:14,271 - yago11k_0.00003 - [INFO] - [E:284| 200]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:11:39,839 - yago11k_0.00003 - [INFO] - [E:284| 300]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:12:58,560 - yago11k_0.00003 - [INFO] - [E:284| 400]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:14:02,909 - yago11k_0.00003 - [INFO] - [E:284| 500]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:15:23,162 - yago11k_0.00003 - [INFO] - [E:284| 600]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:15:23,163 - yago11k_0.00003 - [INFO] - [Epoch:284]: Training Loss:0.001113 + +2023-06-06 16:15:23,477 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 16:15:40,809 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 16:15:57,906 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.41127, Head : 0.23188, Avg : 0.32158 + +2023-06-06 16:15:57,906 - yago11k_0.00003 - [INFO] - [Epoch 284]: Training Loss: 0.0011134, Valid MRR: 0.32434, + + + +2023-06-06 16:15:58,792 - yago11k_0.00003 - [INFO] - [E:285| 0]: Train Loss:0.0011167, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:17:16,062 - yago11k_0.00003 - [INFO] - [E:285| 100]: Train Loss:0.0011166, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:18:20,574 - yago11k_0.00003 - [INFO] - [E:285| 200]: Train Loss:0.0011153, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:19:39,354 - yago11k_0.00003 - [INFO] - [E:285| 300]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:20:49,434 - yago11k_0.00003 - [INFO] - [E:285| 400]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:21:53,196 - yago11k_0.00003 - [INFO] - [E:285| 500]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:22:56,334 - yago11k_0.00003 - [INFO] - [E:285| 600]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:22:56,334 - yago11k_0.00003 - [INFO] - [Epoch:285]: Training Loss:0.001113 + +2023-06-06 16:22:56,550 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 16:23:08,594 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 16:23:20,521 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.40973, Head : 0.23372, Avg : 0.32173 + +2023-06-06 16:23:20,521 - yago11k_0.00003 - [INFO] - [Epoch 285]: Training Loss: 0.0011134, Valid MRR: 0.32434, + + + +2023-06-06 16:23:21,169 - yago11k_0.00003 - [INFO] - [E:286| 0]: Train Loss:0.0011547, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:24:24,611 - yago11k_0.00003 - [INFO] - [E:286| 100]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:25:28,144 - yago11k_0.00003 - [INFO] - [E:286| 200]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:26:32,284 - yago11k_0.00003 - [INFO] - [E:286| 300]: Train Loss:0.0011137, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:27:40,658 - yago11k_0.00003 - [INFO] - [E:286| 400]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:28:44,264 - yago11k_0.00003 - [INFO] - [E:286| 500]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:29:48,220 - yago11k_0.00003 - [INFO] - [E:286| 600]: Train Loss:0.0011137, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:29:48,221 - yago11k_0.00003 - [INFO] - [Epoch:286]: Training Loss:0.001114 + +2023-06-06 16:29:48,436 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 16:30:01,015 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 16:30:17,828 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.4107, Head : 0.23132, Avg : 0.32101 + +2023-06-06 16:30:17,828 - yago11k_0.00003 - [INFO] - [Epoch 286]: Training Loss: 0.0011137, Valid MRR: 0.32434, + + + +2023-06-06 16:30:18,698 - yago11k_0.00003 - [INFO] - [E:287| 0]: Train Loss:0.001122, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:31:28,219 - yago11k_0.00003 - [INFO] - [E:287| 100]: Train Loss:0.0011124, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:32:32,260 - yago11k_0.00003 - [INFO] - [E:287| 200]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:33:39,679 - yago11k_0.00003 - [INFO] - [E:287| 300]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:35:06,273 - yago11k_0.00003 - [INFO] - [E:287| 400]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:36:29,267 - yago11k_0.00003 - [INFO] - [E:287| 500]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:37:55,235 - yago11k_0.00003 - [INFO] - [E:287| 600]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:37:55,236 - yago11k_0.00003 - [INFO] - [Epoch:287]: Training Loss:0.001113 + +2023-06-06 16:37:55,559 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 16:38:11,641 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 16:38:28,025 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.4071, Head : 0.23143, Avg : 0.31927 + +2023-06-06 16:38:28,026 - yago11k_0.00003 - [INFO] - [Epoch 287]: Training Loss: 0.0011133, Valid MRR: 0.32434, + + + +2023-06-06 16:38:28,922 - yago11k_0.00003 - [INFO] - [E:288| 0]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:39:55,402 - yago11k_0.00003 - [INFO] - [E:288| 100]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:41:20,466 - yago11k_0.00003 - [INFO] - [E:288| 200]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:42:46,371 - yago11k_0.00003 - [INFO] - [E:288| 300]: Train Loss:0.0011149, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:44:12,016 - yago11k_0.00003 - [INFO] - [E:288| 400]: Train Loss:0.0011144, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:45:37,161 - yago11k_0.00003 - [INFO] - [E:288| 500]: Train Loss:0.0011139, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:47:03,073 - yago11k_0.00003 - [INFO] - [E:288| 600]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:47:03,074 - yago11k_0.00003 - [INFO] - [Epoch:288]: Training Loss:0.001114 + +2023-06-06 16:47:03,394 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 16:47:20,412 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 16:47:35,755 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.40723, Head : 0.23184, Avg : 0.31953 + +2023-06-06 16:47:35,755 - yago11k_0.00003 - [INFO] - [Epoch 288]: Training Loss: 0.0011135, Valid MRR: 0.32434, + + + +2023-06-06 16:47:36,638 - yago11k_0.00003 - [INFO] - [E:289| 0]: Train Loss:0.0011165, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:49:03,129 - yago11k_0.00003 - [INFO] - [E:289| 100]: Train Loss:0.0011114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:50:28,682 - yago11k_0.00003 - [INFO] - [E:289| 200]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:51:55,269 - yago11k_0.00003 - [INFO] - [E:289| 300]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:53:20,519 - yago11k_0.00003 - [INFO] - [E:289| 400]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:54:45,795 - yago11k_0.00003 - [INFO] - [E:289| 500]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:56:11,657 - yago11k_0.00003 - [INFO] - [E:289| 600]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:56:11,657 - yago11k_0.00003 - [INFO] - [Epoch:289]: Training Loss:0.001113 + +2023-06-06 16:56:11,981 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 16:56:28,686 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 16:56:44,574 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.40979, Head : 0.23426, Avg : 0.32202 + MR: Tail : 648.71, Head : 956.53, Avg : 802.62 + Hit-1: Tail : 0.32537, Head : 0.19283, Avg : 0.2591 + Hit-3: Tail : 0.44179, Head : 0.22881, Avg : 0.3353 + Hit-10: Tail : 0.57974, Head : 0.31745, Avg : 0.4486 +2023-06-06 16:56:44,574 - yago11k_0.00003 - [INFO] - [Epoch 289]: Training Loss: 0.001113, Valid MRR: 0.32434, + + + +2023-06-06 16:56:45,386 - yago11k_0.00003 - [INFO] - [E:290| 0]: Train Loss:0.0011036, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:58:11,124 - yago11k_0.00003 - [INFO] - [E:290| 100]: Train Loss:0.0011124, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 16:59:36,529 - yago11k_0.00003 - [INFO] - [E:290| 200]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:01:02,976 - yago11k_0.00003 - [INFO] - [E:290| 300]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:02:19,108 - yago11k_0.00003 - [INFO] - [E:290| 400]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:03:23,326 - yago11k_0.00003 - [INFO] - [E:290| 500]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:04:27,404 - yago11k_0.00003 - [INFO] - [E:290| 600]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:04:27,404 - yago11k_0.00003 - [INFO] - [Epoch:290]: Training Loss:0.001113 + +2023-06-06 17:04:27,633 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 17:04:44,139 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 17:05:01,170 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.4104, Head : 0.2337, Avg : 0.32205 + +2023-06-06 17:05:01,170 - yago11k_0.00003 - [INFO] - [Epoch 290]: Training Loss: 0.001113, Valid MRR: 0.32434, + + + +2023-06-06 17:05:02,066 - yago11k_0.00003 - [INFO] - [E:291| 0]: Train Loss:0.0011232, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:06:28,612 - yago11k_0.00003 - [INFO] - [E:291| 100]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:07:51,747 - yago11k_0.00003 - [INFO] - [E:291| 200]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:09:17,050 - yago11k_0.00003 - [INFO] - [E:291| 300]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:10:43,618 - yago11k_0.00003 - [INFO] - [E:291| 400]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:12:01,672 - yago11k_0.00003 - [INFO] - [E:291| 500]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:13:05,342 - yago11k_0.00003 - [INFO] - [E:291| 600]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:13:05,343 - yago11k_0.00003 - [INFO] - [Epoch:291]: Training Loss:0.001113 + +2023-06-06 17:13:05,561 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 17:13:17,583 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 17:13:29,452 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.4125, Head : 0.2323, Avg : 0.3224 + +2023-06-06 17:13:29,452 - yago11k_0.00003 - [INFO] - [Epoch 291]: Training Loss: 0.0011131, Valid MRR: 0.32434, + + + +2023-06-06 17:13:30,096 - yago11k_0.00003 - [INFO] - [E:292| 0]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:14:54,714 - yago11k_0.00003 - [INFO] - [E:292| 100]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:16:17,610 - yago11k_0.00003 - [INFO] - [E:292| 200]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:17:44,119 - yago11k_0.00003 - [INFO] - [E:292| 300]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:19:09,438 - yago11k_0.00003 - [INFO] - [E:292| 400]: Train Loss:0.0011126, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:20:35,616 - yago11k_0.00003 - [INFO] - [E:292| 500]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:22:00,622 - yago11k_0.00003 - [INFO] - [E:292| 600]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:22:00,622 - yago11k_0.00003 - [INFO] - [Epoch:292]: Training Loss:0.001113 + +2023-06-06 17:22:00,946 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 17:22:18,190 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 17:22:35,247 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.40885, Head : 0.23245, Avg : 0.32065 + +2023-06-06 17:22:35,247 - yago11k_0.00003 - [INFO] - [Epoch 292]: Training Loss: 0.0011127, Valid MRR: 0.32434, + + + +2023-06-06 17:22:36,131 - yago11k_0.00003 - [INFO] - [E:293| 0]: Train Loss:0.0011074, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:23:53,730 - yago11k_0.00003 - [INFO] - [E:293| 100]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:24:57,441 - yago11k_0.00003 - [INFO] - [E:293| 200]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:26:01,071 - yago11k_0.00003 - [INFO] - [E:293| 300]: Train Loss:0.0011126, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:27:04,570 - yago11k_0.00003 - [INFO] - [E:293| 400]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:28:09,078 - yago11k_0.00003 - [INFO] - [E:293| 500]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:29:31,170 - yago11k_0.00003 - [INFO] - [E:293| 600]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:29:31,170 - yago11k_0.00003 - [INFO] - [Epoch:293]: Training Loss:0.001113 + +2023-06-06 17:29:31,521 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 17:29:48,871 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 17:30:06,966 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.4091, Head : 0.23154, Avg : 0.32032 + +2023-06-06 17:30:06,967 - yago11k_0.00003 - [INFO] - [Epoch 293]: Training Loss: 0.0011127, Valid MRR: 0.32434, + + + +2023-06-06 17:30:08,145 - yago11k_0.00003 - [INFO] - [E:294| 0]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:31:44,114 - yago11k_0.00003 - [INFO] - [E:294| 100]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:33:19,284 - yago11k_0.00003 - [INFO] - [E:294| 200]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:34:56,591 - yago11k_0.00003 - [INFO] - [E:294| 300]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:36:32,839 - yago11k_0.00003 - [INFO] - [E:294| 400]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:38:11,347 - yago11k_0.00003 - [INFO] - [E:294| 500]: Train Loss:0.0011121, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:39:49,872 - yago11k_0.00003 - [INFO] - [E:294| 600]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:39:49,872 - yago11k_0.00003 - [INFO] - [Epoch:294]: Training Loss:0.001112 + +2023-06-06 17:39:50,216 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 17:40:08,588 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 17:40:27,390 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.40693, Head : 0.23296, Avg : 0.31994 + +2023-06-06 17:40:27,391 - yago11k_0.00003 - [INFO] - [Epoch 294]: Training Loss: 0.0011125, Valid MRR: 0.32434, + + + +2023-06-06 17:40:28,243 - yago11k_0.00003 - [INFO] - [E:295| 0]: Train Loss:0.0010912, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:42:06,333 - yago11k_0.00003 - [INFO] - [E:295| 100]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:43:46,452 - yago11k_0.00003 - [INFO] - [E:295| 200]: Train Loss:0.0011109, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:45:31,623 - yago11k_0.00003 - [INFO] - [E:295| 300]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:46:46,217 - yago11k_0.00003 - [INFO] - [E:295| 400]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:48:20,122 - yago11k_0.00003 - [INFO] - [E:295| 500]: Train Loss:0.0011117, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:49:57,007 - yago11k_0.00003 - [INFO] - [E:295| 600]: Train Loss:0.0011124, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:49:57,007 - yago11k_0.00003 - [INFO] - [Epoch:295]: Training Loss:0.001112 + +2023-06-06 17:49:57,273 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 17:50:16,374 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 17:50:34,803 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.41351, Head : 0.2349, Avg : 0.32421 + +2023-06-06 17:50:34,803 - yago11k_0.00003 - [INFO] - [Epoch 295]: Training Loss: 0.0011124, Valid MRR: 0.32434, + + + +2023-06-06 17:50:35,888 - yago11k_0.00003 - [INFO] - [E:296| 0]: Train Loss:0.0011061, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:52:12,795 - yago11k_0.00003 - [INFO] - [E:296| 100]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:53:49,036 - yago11k_0.00003 - [INFO] - [E:296| 200]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:55:26,329 - yago11k_0.00003 - [INFO] - [E:296| 300]: Train Loss:0.0011121, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:57:04,484 - yago11k_0.00003 - [INFO] - [E:296| 400]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 17:58:42,296 - yago11k_0.00003 - [INFO] - [E:296| 500]: Train Loss:0.0011126, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:00:19,134 - yago11k_0.00003 - [INFO] - [E:296| 600]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:00:19,134 - yago11k_0.00003 - [INFO] - [Epoch:296]: Training Loss:0.001112 + +2023-06-06 18:00:19,637 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 18:00:38,664 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 18:00:52,088 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.4107, Head : 0.23593, Avg : 0.32332 + +2023-06-06 18:00:52,088 - yago11k_0.00003 - [INFO] - [Epoch 296]: Training Loss: 0.0011122, Valid MRR: 0.32434, + + + +2023-06-06 18:00:52,737 - yago11k_0.00003 - [INFO] - [E:297| 0]: Train Loss:0.0011156, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:02:04,342 - yago11k_0.00003 - [INFO] - [E:297| 100]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:03:43,637 - yago11k_0.00003 - [INFO] - [E:297| 200]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:05:22,410 - yago11k_0.00003 - [INFO] - [E:297| 300]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:07:02,200 - yago11k_0.00003 - [INFO] - [E:297| 400]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:08:40,275 - yago11k_0.00003 - [INFO] - [E:297| 500]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:10:18,079 - yago11k_0.00003 - [INFO] - [E:297| 600]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:10:18,080 - yago11k_0.00003 - [INFO] - [Epoch:297]: Training Loss:0.001113 + +2023-06-06 18:10:18,397 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 18:10:37,298 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 18:10:56,527 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.40873, Head : 0.23575, Avg : 0.32224 + +2023-06-06 18:10:56,528 - yago11k_0.00003 - [INFO] - [Epoch 297]: Training Loss: 0.0011127, Valid MRR: 0.32434, + + + +2023-06-06 18:10:57,558 - yago11k_0.00003 - [INFO] - [E:298| 0]: Train Loss:0.001092, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:12:36,428 - yago11k_0.00003 - [INFO] - [E:298| 100]: Train Loss:0.0011114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:14:14,115 - yago11k_0.00003 - [INFO] - [E:298| 200]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:15:37,376 - yago11k_0.00003 - [INFO] - [E:298| 300]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:17:02,788 - yago11k_0.00003 - [INFO] - [E:298| 400]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:18:40,525 - yago11k_0.00003 - [INFO] - [E:298| 500]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:20:37,837 - yago11k_0.00003 - [INFO] - [E:298| 600]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:20:37,837 - yago11k_0.00003 - [INFO] - [Epoch:298]: Training Loss:0.001112 + +2023-06-06 18:20:38,334 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 18:21:06,268 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 18:21:33,856 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.41206, Head : 0.23253, Avg : 0.32229 + +2023-06-06 18:21:33,856 - yago11k_0.00003 - [INFO] - [Epoch 298]: Training Loss: 0.0011119, Valid MRR: 0.32434, + + + +2023-06-06 18:21:35,265 - yago11k_0.00003 - [INFO] - [E:299| 0]: Train Loss:0.0010929, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:23:52,795 - yago11k_0.00003 - [INFO] - [E:299| 100]: Train Loss:0.0011102, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:25:27,743 - yago11k_0.00003 - [INFO] - [E:299| 200]: Train Loss:0.0011101, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:26:30,687 - yago11k_0.00003 - [INFO] - [E:299| 300]: Train Loss:0.0011114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:27:33,478 - yago11k_0.00003 - [INFO] - [E:299| 400]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:28:36,557 - yago11k_0.00003 - [INFO] - [E:299| 500]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:29:38,944 - yago11k_0.00003 - [INFO] - [E:299| 600]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:29:38,944 - yago11k_0.00003 - [INFO] - [Epoch:299]: Training Loss:0.001112 + +2023-06-06 18:29:39,158 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 18:29:51,047 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 18:30:02,784 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.41128, Head : 0.23219, Avg : 0.32173 + MR: Tail : 651.32, Head : 958.02, Avg : 804.67 + Hit-1: Tail : 0.32662, Head : 0.19019, Avg : 0.25841 + Hit-3: Tail : 0.44582, Head : 0.2277, Avg : 0.33676 + Hit-10: Tail : 0.58225, Head : 0.3162, Avg : 0.44922 +2023-06-06 18:30:02,784 - yago11k_0.00003 - [INFO] - [Epoch 299]: Training Loss: 0.0011123, Valid MRR: 0.32434, + + + +2023-06-06 18:30:03,417 - yago11k_0.00003 - [INFO] - [E:300| 0]: Train Loss:0.0011162, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:31:06,359 - yago11k_0.00003 - [INFO] - [E:300| 100]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:32:09,489 - yago11k_0.00003 - [INFO] - [E:300| 200]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:33:12,448 - yago11k_0.00003 - [INFO] - [E:300| 300]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:34:15,383 - yago11k_0.00003 - [INFO] - [E:300| 400]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:35:18,243 - yago11k_0.00003 - [INFO] - [E:300| 500]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:36:20,697 - yago11k_0.00003 - [INFO] - [E:300| 600]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:36:20,697 - yago11k_0.00003 - [INFO] - [Epoch:300]: Training Loss:0.001112 + +2023-06-06 18:36:20,910 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 18:36:32,825 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 18:36:44,568 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.40919, Head : 0.23492, Avg : 0.32205 + +2023-06-06 18:36:44,568 - yago11k_0.00003 - [INFO] - [Epoch 300]: Training Loss: 0.0011122, Valid MRR: 0.32434, + + + +2023-06-06 18:36:45,205 - yago11k_0.00003 - [INFO] - [E:301| 0]: Train Loss:0.0010925, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:37:48,112 - yago11k_0.00003 - [INFO] - [E:301| 100]: Train Loss:0.0011099, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:38:50,970 - yago11k_0.00003 - [INFO] - [E:301| 200]: Train Loss:0.0011104, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:39:53,854 - yago11k_0.00003 - [INFO] - [E:301| 300]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:40:56,800 - yago11k_0.00003 - [INFO] - [E:301| 400]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:41:59,748 - yago11k_0.00003 - [INFO] - [E:301| 500]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:43:02,271 - yago11k_0.00003 - [INFO] - [E:301| 600]: Train Loss:0.0011118, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:43:02,271 - yago11k_0.00003 - [INFO] - [Epoch:301]: Training Loss:0.001112 + +2023-06-06 18:43:02,485 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 18:43:14,385 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 18:43:26,126 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.40934, Head : 0.23263, Avg : 0.32099 + +2023-06-06 18:43:26,126 - yago11k_0.00003 - [INFO] - [Epoch 301]: Training Loss: 0.0011118, Valid MRR: 0.32434, + + + +2023-06-06 18:43:26,761 - yago11k_0.00003 - [INFO] - [E:302| 0]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:44:29,746 - yago11k_0.00003 - [INFO] - [E:302| 100]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:45:32,765 - yago11k_0.00003 - [INFO] - [E:302| 200]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:46:35,792 - yago11k_0.00003 - [INFO] - [E:302| 300]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:47:38,641 - yago11k_0.00003 - [INFO] - [E:302| 400]: Train Loss:0.0011121, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:48:41,511 - yago11k_0.00003 - [INFO] - [E:302| 500]: Train Loss:0.0011118, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:49:43,963 - yago11k_0.00003 - [INFO] - [E:302| 600]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:49:43,964 - yago11k_0.00003 - [INFO] - [Epoch:302]: Training Loss:0.001112 + +2023-06-06 18:49:44,177 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 18:49:56,107 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 18:50:07,849 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.41002, Head : 0.23318, Avg : 0.3216 + +2023-06-06 18:50:07,849 - yago11k_0.00003 - [INFO] - [Epoch 302]: Training Loss: 0.0011122, Valid MRR: 0.32434, + + + +2023-06-06 18:50:08,483 - yago11k_0.00003 - [INFO] - [E:303| 0]: Train Loss:0.0011142, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:51:11,456 - yago11k_0.00003 - [INFO] - [E:303| 100]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:52:14,451 - yago11k_0.00003 - [INFO] - [E:303| 200]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:53:17,392 - yago11k_0.00003 - [INFO] - [E:303| 300]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:54:20,307 - yago11k_0.00003 - [INFO] - [E:303| 400]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:55:23,227 - yago11k_0.00003 - [INFO] - [E:303| 500]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:56:25,797 - yago11k_0.00003 - [INFO] - [E:303| 600]: Train Loss:0.0011117, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:56:25,797 - yago11k_0.00003 - [INFO] - [Epoch:303]: Training Loss:0.001112 + +2023-06-06 18:56:26,011 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 18:56:37,931 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 18:56:49,684 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.4066, Head : 0.2335, Avg : 0.32005 + +2023-06-06 18:56:49,684 - yago11k_0.00003 - [INFO] - [Epoch 303]: Training Loss: 0.0011117, Valid MRR: 0.32434, + + + +2023-06-06 18:56:50,325 - yago11k_0.00003 - [INFO] - [E:304| 0]: Train Loss:0.0011189, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:57:53,311 - yago11k_0.00003 - [INFO] - [E:304| 100]: Train Loss:0.0011124, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:58:56,273 - yago11k_0.00003 - [INFO] - [E:304| 200]: Train Loss:0.0011126, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 18:59:59,188 - yago11k_0.00003 - [INFO] - [E:304| 300]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:01:02,098 - yago11k_0.00003 - [INFO] - [E:304| 400]: Train Loss:0.0011114, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:02:05,076 - yago11k_0.00003 - [INFO] - [E:304| 500]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:03:07,607 - yago11k_0.00003 - [INFO] - [E:304| 600]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:03:07,607 - yago11k_0.00003 - [INFO] - [Epoch:304]: Training Loss:0.001111 + +2023-06-06 19:03:07,822 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 19:03:19,749 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 19:03:31,504 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.40883, Head : 0.23451, Avg : 0.32167 + +2023-06-06 19:03:31,504 - yago11k_0.00003 - [INFO] - [Epoch 304]: Training Loss: 0.0011113, Valid MRR: 0.32434, + + + +2023-06-06 19:03:32,139 - yago11k_0.00003 - [INFO] - [E:305| 0]: Train Loss:0.0010836, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:04:35,177 - yago11k_0.00003 - [INFO] - [E:305| 100]: Train Loss:0.0011081, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:05:38,175 - yago11k_0.00003 - [INFO] - [E:305| 200]: Train Loss:0.0011092, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:06:41,184 - yago11k_0.00003 - [INFO] - [E:305| 300]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:07:44,228 - yago11k_0.00003 - [INFO] - [E:305| 400]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:08:47,145 - yago11k_0.00003 - [INFO] - [E:305| 500]: Train Loss:0.0011109, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:09:49,622 - yago11k_0.00003 - [INFO] - [E:305| 600]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:09:49,623 - yago11k_0.00003 - [INFO] - [Epoch:305]: Training Loss:0.001111 + +2023-06-06 19:09:49,838 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 19:10:01,749 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 19:10:13,489 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.41141, Head : 0.23577, Avg : 0.32359 + +2023-06-06 19:10:13,489 - yago11k_0.00003 - [INFO] - [Epoch 305]: Training Loss: 0.0011113, Valid MRR: 0.32434, + + + +2023-06-06 19:10:14,124 - yago11k_0.00003 - [INFO] - [E:306| 0]: Train Loss:0.0011062, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:11:17,043 - yago11k_0.00003 - [INFO] - [E:306| 100]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:12:19,949 - yago11k_0.00003 - [INFO] - [E:306| 200]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:13:22,878 - yago11k_0.00003 - [INFO] - [E:306| 300]: Train Loss:0.0011104, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:14:25,866 - yago11k_0.00003 - [INFO] - [E:306| 400]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:15:28,826 - yago11k_0.00003 - [INFO] - [E:306| 500]: Train Loss:0.0011117, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:16:31,379 - yago11k_0.00003 - [INFO] - [E:306| 600]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:16:31,379 - yago11k_0.00003 - [INFO] - [Epoch:306]: Training Loss:0.001111 + +2023-06-06 19:16:31,594 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 19:16:43,516 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 19:16:55,261 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.41115, Head : 0.23517, Avg : 0.32316 + +2023-06-06 19:16:55,261 - yago11k_0.00003 - [INFO] - [Epoch 306]: Training Loss: 0.0011115, Valid MRR: 0.32434, + + + +2023-06-06 19:16:55,895 - yago11k_0.00003 - [INFO] - [E:307| 0]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:17:58,834 - yago11k_0.00003 - [INFO] - [E:307| 100]: Train Loss:0.0011093, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:19:01,848 - yago11k_0.00003 - [INFO] - [E:307| 200]: Train Loss:0.0011097, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:20:04,897 - yago11k_0.00003 - [INFO] - [E:307| 300]: Train Loss:0.00111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:21:07,843 - yago11k_0.00003 - [INFO] - [E:307| 400]: Train Loss:0.0011097, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:22:10,801 - yago11k_0.00003 - [INFO] - [E:307| 500]: Train Loss:0.0011105, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:23:13,330 - yago11k_0.00003 - [INFO] - [E:307| 600]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:23:13,330 - yago11k_0.00003 - [INFO] - [Epoch:307]: Training Loss:0.001111 + +2023-06-06 19:23:13,544 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 19:23:25,468 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 19:23:37,211 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.40923, Head : 0.23487, Avg : 0.32205 + +2023-06-06 19:23:37,211 - yago11k_0.00003 - [INFO] - [Epoch 307]: Training Loss: 0.001111, Valid MRR: 0.32434, + + + +2023-06-06 19:23:37,846 - yago11k_0.00003 - [INFO] - [E:308| 0]: Train Loss:0.0011043, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:24:40,823 - yago11k_0.00003 - [INFO] - [E:308| 100]: Train Loss:0.0011093, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:25:43,836 - yago11k_0.00003 - [INFO] - [E:308| 200]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:26:46,771 - yago11k_0.00003 - [INFO] - [E:308| 300]: Train Loss:0.0011109, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:27:49,718 - yago11k_0.00003 - [INFO] - [E:308| 400]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:28:52,664 - yago11k_0.00003 - [INFO] - [E:308| 500]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:29:55,158 - yago11k_0.00003 - [INFO] - [E:308| 600]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:29:55,158 - yago11k_0.00003 - [INFO] - [Epoch:308]: Training Loss:0.001111 + +2023-06-06 19:29:55,372 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 19:30:07,296 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 19:30:19,041 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.41208, Head : 0.23568, Avg : 0.32388 + +2023-06-06 19:30:19,041 - yago11k_0.00003 - [INFO] - [Epoch 308]: Training Loss: 0.001111, Valid MRR: 0.32434, + + + +2023-06-06 19:30:19,674 - yago11k_0.00003 - [INFO] - [E:309| 0]: Train Loss:0.0011198, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:31:22,612 - yago11k_0.00003 - [INFO] - [E:309| 100]: Train Loss:0.0011097, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:32:25,625 - yago11k_0.00003 - [INFO] - [E:309| 200]: Train Loss:0.0011092, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:33:28,658 - yago11k_0.00003 - [INFO] - [E:309| 300]: Train Loss:0.00111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:34:31,655 - yago11k_0.00003 - [INFO] - [E:309| 400]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:35:34,549 - yago11k_0.00003 - [INFO] - [E:309| 500]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:36:37,052 - yago11k_0.00003 - [INFO] - [E:309| 600]: Train Loss:0.0011112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:36:37,052 - yago11k_0.00003 - [INFO] - [Epoch:309]: Training Loss:0.001111 + +2023-06-06 19:36:37,265 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 19:36:49,184 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 19:37:00,955 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.41132, Head : 0.236, Avg : 0.32366 + MR: Tail : 649.97, Head : 991.71, Avg : 820.84 + Hit-1: Tail : 0.32884, Head : 0.19519, Avg : 0.26202 + Hit-3: Tail : 0.44457, Head : 0.2302, Avg : 0.33739 + Hit-10: Tail : 0.58072, Head : 0.31689, Avg : 0.44881 +2023-06-06 19:37:00,955 - yago11k_0.00003 - [INFO] - [Epoch 309]: Training Loss: 0.0011112, Valid MRR: 0.32434, + + + +2023-06-06 19:37:01,590 - yago11k_0.00003 - [INFO] - [E:310| 0]: Train Loss:0.0011058, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:38:04,637 - yago11k_0.00003 - [INFO] - [E:310| 100]: Train Loss:0.0011107, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:39:07,630 - yago11k_0.00003 - [INFO] - [E:310| 200]: Train Loss:0.00111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:40:10,603 - yago11k_0.00003 - [INFO] - [E:310| 300]: Train Loss:0.0011102, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:41:13,561 - yago11k_0.00003 - [INFO] - [E:310| 400]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:42:16,498 - yago11k_0.00003 - [INFO] - [E:310| 500]: Train Loss:0.0011112, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:43:19,029 - yago11k_0.00003 - [INFO] - [E:310| 600]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:43:19,029 - yago11k_0.00003 - [INFO] - [Epoch:310]: Training Loss:0.001111 + +2023-06-06 19:43:19,244 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 19:43:31,167 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 19:43:42,910 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.40875, Head : 0.23564, Avg : 0.32219 + +2023-06-06 19:43:42,910 - yago11k_0.00003 - [INFO] - [Epoch 310]: Training Loss: 0.0011108, Valid MRR: 0.32434, + + + +2023-06-06 19:43:43,545 - yago11k_0.00003 - [INFO] - [E:311| 0]: Train Loss:0.0011013, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:44:46,493 - yago11k_0.00003 - [INFO] - [E:311| 100]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:45:49,481 - yago11k_0.00003 - [INFO] - [E:311| 200]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:46:52,445 - yago11k_0.00003 - [INFO] - [E:311| 300]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:47:55,371 - yago11k_0.00003 - [INFO] - [E:311| 400]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:48:58,320 - yago11k_0.00003 - [INFO] - [E:311| 500]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:50:00,828 - yago11k_0.00003 - [INFO] - [E:311| 600]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:50:00,829 - yago11k_0.00003 - [INFO] - [Epoch:311]: Training Loss:0.001111 + +2023-06-06 19:50:01,041 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 19:50:12,969 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 19:50:24,717 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.41136, Head : 0.23646, Avg : 0.32391 + +2023-06-06 19:50:24,717 - yago11k_0.00003 - [INFO] - [Epoch 311]: Training Loss: 0.001111, Valid MRR: 0.32434, + + + +2023-06-06 19:50:25,351 - yago11k_0.00003 - [INFO] - [E:312| 0]: Train Loss:0.0011071, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:51:28,272 - yago11k_0.00003 - [INFO] - [E:312| 100]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:52:31,283 - yago11k_0.00003 - [INFO] - [E:312| 200]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:53:34,289 - yago11k_0.00003 - [INFO] - [E:312| 300]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:54:37,335 - yago11k_0.00003 - [INFO] - [E:312| 400]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:55:40,363 - yago11k_0.00003 - [INFO] - [E:312| 500]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:56:42,934 - yago11k_0.00003 - [INFO] - [E:312| 600]: Train Loss:0.0011109, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:56:42,934 - yago11k_0.00003 - [INFO] - [Epoch:312]: Training Loss:0.001111 + +2023-06-06 19:56:43,149 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 19:56:55,082 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 19:57:06,843 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.41221, Head : 0.23529, Avg : 0.32375 + +2023-06-06 19:57:06,843 - yago11k_0.00003 - [INFO] - [Epoch 312]: Training Loss: 0.0011109, Valid MRR: 0.32434, + + + +2023-06-06 19:57:07,480 - yago11k_0.00003 - [INFO] - [E:313| 0]: Train Loss:0.0011024, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:58:10,520 - yago11k_0.00003 - [INFO] - [E:313| 100]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 19:59:13,489 - yago11k_0.00003 - [INFO] - [E:313| 200]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 20:00:16,447 - yago11k_0.00003 - [INFO] - [E:313| 300]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 20:01:19,447 - yago11k_0.00003 - [INFO] - [E:313| 400]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 20:02:22,366 - yago11k_0.00003 - [INFO] - [E:313| 500]: Train Loss:0.0011107, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 20:03:24,889 - yago11k_0.00003 - [INFO] - [E:313| 600]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003 +2023-06-06 20:03:24,889 - yago11k_0.00003 - [INFO] - [Epoch:313]: Training Loss:0.001111 + +2023-06-06 20:03:25,102 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 20:03:37,065 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 20:03:48,835 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.4127, Head : 0.23603, Avg : 0.32437 + +2023-06-06 20:03:49,792 - yago11k_0.00003 - [INFO] - [Epoch 313]: Training Loss: 0.001111, Valid MRR: 0.32437, + + + +2023-06-06 20:03:50,432 - yago11k_0.00003 - [INFO] - [E:314| 0]: Train Loss:0.001103, Val MRR:0.32437, yago11k_0.00003 +2023-06-06 20:04:53,386 - yago11k_0.00003 - [INFO] - [E:314| 100]: Train Loss:0.0011111, Val MRR:0.32437, yago11k_0.00003 +2023-06-06 20:05:56,346 - yago11k_0.00003 - [INFO] - [E:314| 200]: Train Loss:0.0011116, Val MRR:0.32437, yago11k_0.00003 +2023-06-06 20:06:59,360 - yago11k_0.00003 - [INFO] - [E:314| 300]: Train Loss:0.0011116, Val MRR:0.32437, yago11k_0.00003 +2023-06-06 20:08:02,298 - yago11k_0.00003 - [INFO] - [E:314| 400]: Train Loss:0.0011111, Val MRR:0.32437, yago11k_0.00003 +2023-06-06 20:09:05,246 - yago11k_0.00003 - [INFO] - [E:314| 500]: Train Loss:0.0011112, Val MRR:0.32437, yago11k_0.00003 +2023-06-06 20:10:07,794 - yago11k_0.00003 - [INFO] - [E:314| 600]: Train Loss:0.0011109, Val MRR:0.32437, yago11k_0.00003 +2023-06-06 20:10:07,794 - yago11k_0.00003 - [INFO] - [Epoch:314]: Training Loss:0.001111 + +2023-06-06 20:10:08,009 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 20:10:19,934 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 20:10:31,683 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.41386, Head : 0.23628, Avg : 0.32507 + +2023-06-06 20:10:32,618 - yago11k_0.00003 - [INFO] - [Epoch 314]: Training Loss: 0.0011109, Valid MRR: 0.32507, + + + +2023-06-06 20:10:33,256 - yago11k_0.00003 - [INFO] - [E:315| 0]: Train Loss:0.001102, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:11:36,183 - yago11k_0.00003 - [INFO] - [E:315| 100]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:12:39,188 - yago11k_0.00003 - [INFO] - [E:315| 200]: Train Loss:0.0011111, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:13:42,152 - yago11k_0.00003 - [INFO] - [E:315| 300]: Train Loss:0.0011113, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:14:45,111 - yago11k_0.00003 - [INFO] - [E:315| 400]: Train Loss:0.0011108, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:15:48,120 - yago11k_0.00003 - [INFO] - [E:315| 500]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:16:50,709 - yago11k_0.00003 - [INFO] - [E:315| 600]: Train Loss:0.0011102, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:16:50,709 - yago11k_0.00003 - [INFO] - [Epoch:315]: Training Loss:0.00111 + +2023-06-06 20:16:50,923 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 20:17:02,865 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 20:17:14,620 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.4111, Head : 0.23477, Avg : 0.32293 + +2023-06-06 20:17:14,621 - yago11k_0.00003 - [INFO] - [Epoch 315]: Training Loss: 0.0011102, Valid MRR: 0.32507, + + + +2023-06-06 20:17:15,261 - yago11k_0.00003 - [INFO] - [E:316| 0]: Train Loss:0.0011013, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:18:18,308 - yago11k_0.00003 - [INFO] - [E:316| 100]: Train Loss:0.0011107, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:19:21,305 - yago11k_0.00003 - [INFO] - [E:316| 200]: Train Loss:0.0011109, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:20:24,301 - yago11k_0.00003 - [INFO] - [E:316| 300]: Train Loss:0.0011109, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:21:27,334 - yago11k_0.00003 - [INFO] - [E:316| 400]: Train Loss:0.0011106, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:22:30,382 - yago11k_0.00003 - [INFO] - [E:316| 500]: Train Loss:0.0011105, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:23:32,994 - yago11k_0.00003 - [INFO] - [E:316| 600]: Train Loss:0.0011105, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:23:32,994 - yago11k_0.00003 - [INFO] - [Epoch:316]: Training Loss:0.00111 + +2023-06-06 20:23:33,208 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 20:23:45,128 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 20:23:56,871 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.41227, Head : 0.2338, Avg : 0.32304 + +2023-06-06 20:23:56,872 - yago11k_0.00003 - [INFO] - [Epoch 316]: Training Loss: 0.0011105, Valid MRR: 0.32507, + + + +2023-06-06 20:23:57,506 - yago11k_0.00003 - [INFO] - [E:317| 0]: Train Loss:0.0010939, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:25:00,504 - yago11k_0.00003 - [INFO] - [E:317| 100]: Train Loss:0.0011087, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:26:03,459 - yago11k_0.00003 - [INFO] - [E:317| 200]: Train Loss:0.0011085, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:27:06,499 - yago11k_0.00003 - [INFO] - [E:317| 300]: Train Loss:0.0011086, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:28:09,463 - yago11k_0.00003 - [INFO] - [E:317| 400]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:29:12,381 - yago11k_0.00003 - [INFO] - [E:317| 500]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:30:14,934 - yago11k_0.00003 - [INFO] - [E:317| 600]: Train Loss:0.0011103, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:30:14,935 - yago11k_0.00003 - [INFO] - [Epoch:317]: Training Loss:0.00111 + +2023-06-06 20:30:15,149 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 20:30:27,066 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 20:30:38,810 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.41096, Head : 0.23231, Avg : 0.32164 + +2023-06-06 20:30:38,810 - yago11k_0.00003 - [INFO] - [Epoch 317]: Training Loss: 0.0011103, Valid MRR: 0.32507, + + + +2023-06-06 20:30:39,444 - yago11k_0.00003 - [INFO] - [E:318| 0]: Train Loss:0.0011014, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:31:42,387 - yago11k_0.00003 - [INFO] - [E:318| 100]: Train Loss:0.0011085, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:32:45,312 - yago11k_0.00003 - [INFO] - [E:318| 200]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:33:48,344 - yago11k_0.00003 - [INFO] - [E:318| 300]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:34:51,334 - yago11k_0.00003 - [INFO] - [E:318| 400]: Train Loss:0.0011102, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:35:54,395 - yago11k_0.00003 - [INFO] - [E:318| 500]: Train Loss:0.0011108, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:36:56,927 - yago11k_0.00003 - [INFO] - [E:318| 600]: Train Loss:0.0011107, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:36:56,928 - yago11k_0.00003 - [INFO] - [Epoch:318]: Training Loss:0.001111 + +2023-06-06 20:36:57,143 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 20:37:09,063 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 20:37:20,816 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.41159, Head : 0.23607, Avg : 0.32383 + +2023-06-06 20:37:20,817 - yago11k_0.00003 - [INFO] - [Epoch 318]: Training Loss: 0.0011107, Valid MRR: 0.32507, + + + +2023-06-06 20:37:21,453 - yago11k_0.00003 - [INFO] - [E:319| 0]: Train Loss:0.0011035, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:38:24,383 - yago11k_0.00003 - [INFO] - [E:319| 100]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:39:27,452 - yago11k_0.00003 - [INFO] - [E:319| 200]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:40:30,438 - yago11k_0.00003 - [INFO] - [E:319| 300]: Train Loss:0.0011098, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:41:33,428 - yago11k_0.00003 - [INFO] - [E:319| 400]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:42:36,473 - yago11k_0.00003 - [INFO] - [E:319| 500]: Train Loss:0.0011098, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:43:39,025 - yago11k_0.00003 - [INFO] - [E:319| 600]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:43:39,025 - yago11k_0.00003 - [INFO] - [Epoch:319]: Training Loss:0.00111 + +2023-06-06 20:43:39,239 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 20:43:51,165 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 20:44:02,928 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.41041, Head : 0.23472, Avg : 0.32257 + MR: Tail : 675.67, Head : 1000.6, Avg : 838.15 + Hit-1: Tail : 0.32676, Head : 0.19269, Avg : 0.25972 + Hit-3: Tail : 0.44346, Head : 0.2302, Avg : 0.33683 + Hit-10: Tail : 0.58211, Head : 0.3162, Avg : 0.44915 +2023-06-06 20:44:02,929 - yago11k_0.00003 - [INFO] - [Epoch 319]: Training Loss: 0.0011099, Valid MRR: 0.32507, + + + +2023-06-06 20:44:03,565 - yago11k_0.00003 - [INFO] - [E:320| 0]: Train Loss:0.0010953, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:45:06,669 - yago11k_0.00003 - [INFO] - [E:320| 100]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:46:09,672 - yago11k_0.00003 - [INFO] - [E:320| 200]: Train Loss:0.0011106, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:47:12,707 - yago11k_0.00003 - [INFO] - [E:320| 300]: Train Loss:0.0011106, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:48:15,793 - yago11k_0.00003 - [INFO] - [E:320| 400]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:49:18,732 - yago11k_0.00003 - [INFO] - [E:320| 500]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:50:21,291 - yago11k_0.00003 - [INFO] - [E:320| 600]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:50:21,291 - yago11k_0.00003 - [INFO] - [Epoch:320]: Training Loss:0.00111 + +2023-06-06 20:50:21,505 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 20:50:33,434 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 20:50:45,219 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.40968, Head : 0.23414, Avg : 0.32191 + +2023-06-06 20:50:45,219 - yago11k_0.00003 - [INFO] - [Epoch 320]: Training Loss: 0.0011104, Valid MRR: 0.32507, + + + +2023-06-06 20:50:45,856 - yago11k_0.00003 - [INFO] - [E:321| 0]: Train Loss:0.0010984, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:51:48,803 - yago11k_0.00003 - [INFO] - [E:321| 100]: Train Loss:0.001108, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:52:51,742 - yago11k_0.00003 - [INFO] - [E:321| 200]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:53:54,709 - yago11k_0.00003 - [INFO] - [E:321| 300]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:54:57,685 - yago11k_0.00003 - [INFO] - [E:321| 400]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:56:00,750 - yago11k_0.00003 - [INFO] - [E:321| 500]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:57:03,369 - yago11k_0.00003 - [INFO] - [E:321| 600]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:57:03,369 - yago11k_0.00003 - [INFO] - [Epoch:321]: Training Loss:0.00111 + +2023-06-06 20:57:03,585 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 20:57:15,509 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 20:57:27,265 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.40722, Head : 0.23501, Avg : 0.32112 + +2023-06-06 20:57:27,265 - yago11k_0.00003 - [INFO] - [Epoch 321]: Training Loss: 0.0011101, Valid MRR: 0.32507, + + + +2023-06-06 20:57:27,902 - yago11k_0.00003 - [INFO] - [E:322| 0]: Train Loss:0.0011046, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:58:30,918 - yago11k_0.00003 - [INFO] - [E:322| 100]: Train Loss:0.0011116, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 20:59:34,025 - yago11k_0.00003 - [INFO] - [E:322| 200]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:00:37,016 - yago11k_0.00003 - [INFO] - [E:322| 300]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:01:40,014 - yago11k_0.00003 - [INFO] - [E:322| 400]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:02:43,042 - yago11k_0.00003 - [INFO] - [E:322| 500]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:03:45,549 - yago11k_0.00003 - [INFO] - [E:322| 600]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:03:45,549 - yago11k_0.00003 - [INFO] - [Epoch:322]: Training Loss:0.00111 + +2023-06-06 21:03:45,763 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 21:03:57,679 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 21:04:09,428 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.40882, Head : 0.23366, Avg : 0.32124 + +2023-06-06 21:04:09,428 - yago11k_0.00003 - [INFO] - [Epoch 322]: Training Loss: 0.0011101, Valid MRR: 0.32507, + + + +2023-06-06 21:04:10,066 - yago11k_0.00003 - [INFO] - [E:323| 0]: Train Loss:0.0011287, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:05:12,991 - yago11k_0.00003 - [INFO] - [E:323| 100]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:06:15,906 - yago11k_0.00003 - [INFO] - [E:323| 200]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:07:18,797 - yago11k_0.00003 - [INFO] - [E:323| 300]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:08:21,711 - yago11k_0.00003 - [INFO] - [E:323| 400]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:09:24,645 - yago11k_0.00003 - [INFO] - [E:323| 500]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:10:27,186 - yago11k_0.00003 - [INFO] - [E:323| 600]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:10:27,186 - yago11k_0.00003 - [INFO] - [Epoch:323]: Training Loss:0.00111 + +2023-06-06 21:10:27,400 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 21:10:39,323 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 21:10:51,078 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.40891, Head : 0.23471, Avg : 0.32181 + +2023-06-06 21:10:51,078 - yago11k_0.00003 - [INFO] - [Epoch 323]: Training Loss: 0.0011101, Valid MRR: 0.32507, + + + +2023-06-06 21:10:51,713 - yago11k_0.00003 - [INFO] - [E:324| 0]: Train Loss:0.0011045, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:11:54,679 - yago11k_0.00003 - [INFO] - [E:324| 100]: Train Loss:0.0011111, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:12:57,617 - yago11k_0.00003 - [INFO] - [E:324| 200]: Train Loss:0.0011102, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:14:00,537 - yago11k_0.00003 - [INFO] - [E:324| 300]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:15:03,582 - yago11k_0.00003 - [INFO] - [E:324| 400]: Train Loss:0.00111, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:16:06,606 - yago11k_0.00003 - [INFO] - [E:324| 500]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:17:09,196 - yago11k_0.00003 - [INFO] - [E:324| 600]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:17:09,196 - yago11k_0.00003 - [INFO] - [Epoch:324]: Training Loss:0.00111 + +2023-06-06 21:17:09,410 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 21:17:21,376 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 21:17:33,155 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.40505, Head : 0.23488, Avg : 0.31997 + +2023-06-06 21:17:33,155 - yago11k_0.00003 - [INFO] - [Epoch 324]: Training Loss: 0.0011099, Valid MRR: 0.32507, + + + +2023-06-06 21:17:33,795 - yago11k_0.00003 - [INFO] - [E:325| 0]: Train Loss:0.0010888, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:18:36,755 - yago11k_0.00003 - [INFO] - [E:325| 100]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:19:39,714 - yago11k_0.00003 - [INFO] - [E:325| 200]: Train Loss:0.0011098, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:20:42,731 - yago11k_0.00003 - [INFO] - [E:325| 300]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:21:45,729 - yago11k_0.00003 - [INFO] - [E:325| 400]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:22:48,748 - yago11k_0.00003 - [INFO] - [E:325| 500]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:23:51,374 - yago11k_0.00003 - [INFO] - [E:325| 600]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:23:51,374 - yago11k_0.00003 - [INFO] - [Epoch:325]: Training Loss:0.00111 + +2023-06-06 21:23:51,588 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 21:24:03,521 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 21:24:15,298 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.4099, Head : 0.23456, Avg : 0.32223 + +2023-06-06 21:24:15,298 - yago11k_0.00003 - [INFO] - [Epoch 325]: Training Loss: 0.0011096, Valid MRR: 0.32507, + + + +2023-06-06 21:24:15,932 - yago11k_0.00003 - [INFO] - [E:326| 0]: Train Loss:0.0010802, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:25:18,946 - yago11k_0.00003 - [INFO] - [E:326| 100]: Train Loss:0.0011106, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:26:22,020 - yago11k_0.00003 - [INFO] - [E:326| 200]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:27:25,028 - yago11k_0.00003 - [INFO] - [E:326| 300]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:28:28,036 - yago11k_0.00003 - [INFO] - [E:326| 400]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:29:31,064 - yago11k_0.00003 - [INFO] - [E:326| 500]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:30:33,587 - yago11k_0.00003 - [INFO] - [E:326| 600]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:30:33,587 - yago11k_0.00003 - [INFO] - [Epoch:326]: Training Loss:0.00111 + +2023-06-06 21:30:33,801 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 21:30:45,718 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 21:30:57,478 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.41128, Head : 0.23387, Avg : 0.32257 + +2023-06-06 21:30:57,478 - yago11k_0.00003 - [INFO] - [Epoch 326]: Training Loss: 0.0011096, Valid MRR: 0.32507, + + + +2023-06-06 21:30:58,116 - yago11k_0.00003 - [INFO] - [E:327| 0]: Train Loss:0.0011116, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:32:01,113 - yago11k_0.00003 - [INFO] - [E:327| 100]: Train Loss:0.0011118, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:33:04,134 - yago11k_0.00003 - [INFO] - [E:327| 200]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:34:07,149 - yago11k_0.00003 - [INFO] - [E:327| 300]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:35:10,159 - yago11k_0.00003 - [INFO] - [E:327| 400]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:36:13,160 - yago11k_0.00003 - [INFO] - [E:327| 500]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:37:15,721 - yago11k_0.00003 - [INFO] - [E:327| 600]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:37:15,721 - yago11k_0.00003 - [INFO] - [Epoch:327]: Training Loss:0.00111 + +2023-06-06 21:37:15,934 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 21:37:27,851 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 21:37:39,611 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.41135, Head : 0.23378, Avg : 0.32257 + +2023-06-06 21:37:39,611 - yago11k_0.00003 - [INFO] - [Epoch 327]: Training Loss: 0.0011097, Valid MRR: 0.32507, + + + +2023-06-06 21:37:40,246 - yago11k_0.00003 - [INFO] - [E:328| 0]: Train Loss:0.0011602, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:38:43,241 - yago11k_0.00003 - [INFO] - [E:328| 100]: Train Loss:0.0011075, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:39:46,201 - yago11k_0.00003 - [INFO] - [E:328| 200]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:40:49,179 - yago11k_0.00003 - [INFO] - [E:328| 300]: Train Loss:0.0011085, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:41:52,130 - yago11k_0.00003 - [INFO] - [E:328| 400]: Train Loss:0.0011088, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:42:55,084 - yago11k_0.00003 - [INFO] - [E:328| 500]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:43:57,643 - yago11k_0.00003 - [INFO] - [E:328| 600]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:43:57,644 - yago11k_0.00003 - [INFO] - [Epoch:328]: Training Loss:0.001109 + +2023-06-06 21:43:57,859 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 21:44:09,787 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 21:44:21,550 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.41211, Head : 0.23443, Avg : 0.32327 + +2023-06-06 21:44:21,550 - yago11k_0.00003 - [INFO] - [Epoch 328]: Training Loss: 0.0011093, Valid MRR: 0.32507, + + + +2023-06-06 21:44:22,184 - yago11k_0.00003 - [INFO] - [E:329| 0]: Train Loss:0.0011184, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:45:25,158 - yago11k_0.00003 - [INFO] - [E:329| 100]: Train Loss:0.0011079, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:46:28,094 - yago11k_0.00003 - [INFO] - [E:329| 200]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:47:31,129 - yago11k_0.00003 - [INFO] - [E:329| 300]: Train Loss:0.0011087, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:48:34,165 - yago11k_0.00003 - [INFO] - [E:329| 400]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:49:37,187 - yago11k_0.00003 - [INFO] - [E:329| 500]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:50:39,730 - yago11k_0.00003 - [INFO] - [E:329| 600]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:50:39,730 - yago11k_0.00003 - [INFO] - [Epoch:329]: Training Loss:0.001109 + +2023-06-06 21:50:39,943 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 21:50:51,866 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 21:51:03,636 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.41206, Head : 0.23569, Avg : 0.32388 + MR: Tail : 700.78, Head : 1008.1, Avg : 854.44 + Hit-1: Tail : 0.32551, Head : 0.19394, Avg : 0.25972 + Hit-3: Tail : 0.45179, Head : 0.23131, Avg : 0.34155 + Hit-10: Tail : 0.58419, Head : 0.32453, Avg : 0.45436 +2023-06-06 21:51:03,636 - yago11k_0.00003 - [INFO] - [Epoch 329]: Training Loss: 0.0011094, Valid MRR: 0.32507, + + + +2023-06-06 21:51:04,271 - yago11k_0.00003 - [INFO] - [E:330| 0]: Train Loss:0.0011213, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:52:07,241 - yago11k_0.00003 - [INFO] - [E:330| 100]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:53:10,237 - yago11k_0.00003 - [INFO] - [E:330| 200]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:54:13,256 - yago11k_0.00003 - [INFO] - [E:330| 300]: Train Loss:0.0011102, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:55:16,305 - yago11k_0.00003 - [INFO] - [E:330| 400]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:56:19,399 - yago11k_0.00003 - [INFO] - [E:330| 500]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:57:22,011 - yago11k_0.00003 - [INFO] - [E:330| 600]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:57:22,012 - yago11k_0.00003 - [INFO] - [Epoch:330]: Training Loss:0.00111 + +2023-06-06 21:57:22,226 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 21:57:34,163 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 21:57:45,939 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.4132, Head : 0.23525, Avg : 0.32422 + +2023-06-06 21:57:45,939 - yago11k_0.00003 - [INFO] - [Epoch 330]: Training Loss: 0.0011096, Valid MRR: 0.32507, + + + +2023-06-06 21:57:46,577 - yago11k_0.00003 - [INFO] - [E:331| 0]: Train Loss:0.0011189, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:58:49,630 - yago11k_0.00003 - [INFO] - [E:331| 100]: Train Loss:0.0011098, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 21:59:52,604 - yago11k_0.00003 - [INFO] - [E:331| 200]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:00:55,572 - yago11k_0.00003 - [INFO] - [E:331| 300]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:01:58,596 - yago11k_0.00003 - [INFO] - [E:331| 400]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:03:01,532 - yago11k_0.00003 - [INFO] - [E:331| 500]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:04:04,095 - yago11k_0.00003 - [INFO] - [E:331| 600]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:04:04,095 - yago11k_0.00003 - [INFO] - [Epoch:331]: Training Loss:0.001109 + +2023-06-06 22:04:04,309 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 22:04:16,287 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 22:04:28,081 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.40902, Head : 0.23586, Avg : 0.32244 + +2023-06-06 22:04:28,081 - yago11k_0.00003 - [INFO] - [Epoch 331]: Training Loss: 0.0011094, Valid MRR: 0.32507, + + + +2023-06-06 22:04:28,715 - yago11k_0.00003 - [INFO] - [E:332| 0]: Train Loss:0.0011038, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:05:31,727 - yago11k_0.00003 - [INFO] - [E:332| 100]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:06:34,715 - yago11k_0.00003 - [INFO] - [E:332| 200]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:07:37,745 - yago11k_0.00003 - [INFO] - [E:332| 300]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:08:40,706 - yago11k_0.00003 - [INFO] - [E:332| 400]: Train Loss:0.0011084, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:09:43,694 - yago11k_0.00003 - [INFO] - [E:332| 500]: Train Loss:0.0011089, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:10:46,329 - yago11k_0.00003 - [INFO] - [E:332| 600]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:10:46,329 - yago11k_0.00003 - [INFO] - [Epoch:332]: Training Loss:0.001109 + +2023-06-06 22:10:46,542 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 22:10:58,495 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 22:11:10,262 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.41085, Head : 0.23526, Avg : 0.32306 + +2023-06-06 22:11:10,262 - yago11k_0.00003 - [INFO] - [Epoch 332]: Training Loss: 0.0011095, Valid MRR: 0.32507, + + + +2023-06-06 22:11:10,899 - yago11k_0.00003 - [INFO] - [E:333| 0]: Train Loss:0.0011226, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:12:13,892 - yago11k_0.00003 - [INFO] - [E:333| 100]: Train Loss:0.0011062, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:13:16,913 - yago11k_0.00003 - [INFO] - [E:333| 200]: Train Loss:0.0011083, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:14:19,906 - yago11k_0.00003 - [INFO] - [E:333| 300]: Train Loss:0.0011089, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:15:22,876 - yago11k_0.00003 - [INFO] - [E:333| 400]: Train Loss:0.0011086, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:16:25,871 - yago11k_0.00003 - [INFO] - [E:333| 500]: Train Loss:0.0011085, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:17:28,498 - yago11k_0.00003 - [INFO] - [E:333| 600]: Train Loss:0.0011089, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:17:28,498 - yago11k_0.00003 - [INFO] - [Epoch:333]: Training Loss:0.001109 + +2023-06-06 22:17:28,713 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 22:17:40,650 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 22:17:52,431 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.41124, Head : 0.23603, Avg : 0.32363 + +2023-06-06 22:17:52,431 - yago11k_0.00003 - [INFO] - [Epoch 333]: Training Loss: 0.0011089, Valid MRR: 0.32507, + + + +2023-06-06 22:17:53,066 - yago11k_0.00003 - [INFO] - [E:334| 0]: Train Loss:0.0010885, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:18:56,087 - yago11k_0.00003 - [INFO] - [E:334| 100]: Train Loss:0.0011078, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:19:59,178 - yago11k_0.00003 - [INFO] - [E:334| 200]: Train Loss:0.0011078, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:21:02,220 - yago11k_0.00003 - [INFO] - [E:334| 300]: Train Loss:0.0011084, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:22:05,274 - yago11k_0.00003 - [INFO] - [E:334| 400]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:23:08,305 - yago11k_0.00003 - [INFO] - [E:334| 500]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:24:10,903 - yago11k_0.00003 - [INFO] - [E:334| 600]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:24:10,903 - yago11k_0.00003 - [INFO] - [Epoch:334]: Training Loss:0.001109 + +2023-06-06 22:24:11,118 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 22:24:23,047 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 22:24:34,814 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.40804, Head : 0.23556, Avg : 0.3218 + +2023-06-06 22:24:34,814 - yago11k_0.00003 - [INFO] - [Epoch 334]: Training Loss: 0.0011092, Valid MRR: 0.32507, + + + +2023-06-06 22:24:35,451 - yago11k_0.00003 - [INFO] - [E:335| 0]: Train Loss:0.0011039, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:25:38,485 - yago11k_0.00003 - [INFO] - [E:335| 100]: Train Loss:0.0011078, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:26:41,495 - yago11k_0.00003 - [INFO] - [E:335| 200]: Train Loss:0.0011079, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:27:44,540 - yago11k_0.00003 - [INFO] - [E:335| 300]: Train Loss:0.001108, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:28:47,571 - yago11k_0.00003 - [INFO] - [E:335| 400]: Train Loss:0.0011081, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:29:50,588 - yago11k_0.00003 - [INFO] - [E:335| 500]: Train Loss:0.0011081, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:30:53,240 - yago11k_0.00003 - [INFO] - [E:335| 600]: Train Loss:0.0011087, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:30:53,240 - yago11k_0.00003 - [INFO] - [Epoch:335]: Training Loss:0.001109 + +2023-06-06 22:30:53,454 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 22:31:05,371 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 22:31:17,134 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.41351, Head : 0.23554, Avg : 0.32452 + +2023-06-06 22:31:17,135 - yago11k_0.00003 - [INFO] - [Epoch 335]: Training Loss: 0.0011087, Valid MRR: 0.32507, + + + +2023-06-06 22:31:17,771 - yago11k_0.00003 - [INFO] - [E:336| 0]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:32:20,749 - yago11k_0.00003 - [INFO] - [E:336| 100]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:33:23,739 - yago11k_0.00003 - [INFO] - [E:336| 200]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:34:26,799 - yago11k_0.00003 - [INFO] - [E:336| 300]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:35:29,803 - yago11k_0.00003 - [INFO] - [E:336| 400]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:36:32,808 - yago11k_0.00003 - [INFO] - [E:336| 500]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:37:35,302 - yago11k_0.00003 - [INFO] - [E:336| 600]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003 +2023-06-06 22:37:35,303 - yago11k_0.00003 - [INFO] - [Epoch:336]: Training Loss:0.001109 + +2023-06-06 22:37:35,516 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 22:37:47,434 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 22:37:59,189 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.41494, Head : 0.23538, Avg : 0.32516 + +2023-06-06 22:38:00,131 - yago11k_0.00003 - [INFO] - [Epoch 336]: Training Loss: 0.0011092, Valid MRR: 0.32516, + + + +2023-06-06 22:38:00,768 - yago11k_0.00003 - [INFO] - [E:337| 0]: Train Loss:0.0011197, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:39:03,727 - yago11k_0.00003 - [INFO] - [E:337| 100]: Train Loss:0.00111, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:40:06,741 - yago11k_0.00003 - [INFO] - [E:337| 200]: Train Loss:0.0011082, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:41:09,698 - yago11k_0.00003 - [INFO] - [E:337| 300]: Train Loss:0.0011088, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:42:12,647 - yago11k_0.00003 - [INFO] - [E:337| 400]: Train Loss:0.001108, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:43:15,695 - yago11k_0.00003 - [INFO] - [E:337| 500]: Train Loss:0.0011084, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:44:18,282 - yago11k_0.00003 - [INFO] - [E:337| 600]: Train Loss:0.0011088, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:44:18,282 - yago11k_0.00003 - [INFO] - [Epoch:337]: Training Loss:0.001109 + +2023-06-06 22:44:18,497 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 22:44:30,432 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 22:44:42,210 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.41307, Head : 0.23677, Avg : 0.32492 + +2023-06-06 22:44:42,211 - yago11k_0.00003 - [INFO] - [Epoch 337]: Training Loss: 0.0011088, Valid MRR: 0.32516, + + + +2023-06-06 22:44:42,849 - yago11k_0.00003 - [INFO] - [E:338| 0]: Train Loss:0.0010919, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:45:45,950 - yago11k_0.00003 - [INFO] - [E:338| 100]: Train Loss:0.0011106, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:46:48,954 - yago11k_0.00003 - [INFO] - [E:338| 200]: Train Loss:0.00111, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:47:51,965 - yago11k_0.00003 - [INFO] - [E:338| 300]: Train Loss:0.0011087, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:48:55,044 - yago11k_0.00003 - [INFO] - [E:338| 400]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:49:58,077 - yago11k_0.00003 - [INFO] - [E:338| 500]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:51:00,675 - yago11k_0.00003 - [INFO] - [E:338| 600]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:51:00,675 - yago11k_0.00003 - [INFO] - [Epoch:338]: Training Loss:0.001109 + +2023-06-06 22:51:00,890 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 22:51:12,828 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 22:51:24,632 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.41067, Head : 0.23599, Avg : 0.32333 + +2023-06-06 22:51:24,632 - yago11k_0.00003 - [INFO] - [Epoch 338]: Training Loss: 0.0011089, Valid MRR: 0.32516, + + + +2023-06-06 22:51:25,277 - yago11k_0.00003 - [INFO] - [E:339| 0]: Train Loss:0.0011271, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:52:28,302 - yago11k_0.00003 - [INFO] - [E:339| 100]: Train Loss:0.0011074, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:53:31,319 - yago11k_0.00003 - [INFO] - [E:339| 200]: Train Loss:0.0011094, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:54:34,386 - yago11k_0.00003 - [INFO] - [E:339| 300]: Train Loss:0.001109, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:55:37,410 - yago11k_0.00003 - [INFO] - [E:339| 400]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:56:40,422 - yago11k_0.00003 - [INFO] - [E:339| 500]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:57:43,014 - yago11k_0.00003 - [INFO] - [E:339| 600]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:57:43,014 - yago11k_0.00003 - [INFO] - [Epoch:339]: Training Loss:0.001109 + +2023-06-06 22:57:43,228 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 22:57:55,142 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 22:58:06,892 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.4124, Head : 0.23452, Avg : 0.32346 + MR: Tail : 684.08, Head : 988.43, Avg : 836.25 + Hit-1: Tail : 0.32731, Head : 0.19255, Avg : 0.25993 + Hit-3: Tail : 0.44832, Head : 0.23034, Avg : 0.33933 + Hit-10: Tail : 0.58252, Head : 0.31634, Avg : 0.44943 +2023-06-06 22:58:06,892 - yago11k_0.00003 - [INFO] - [Epoch 339]: Training Loss: 0.0011086, Valid MRR: 0.32516, + + + +2023-06-06 22:58:07,528 - yago11k_0.00003 - [INFO] - [E:340| 0]: Train Loss:0.0011291, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 22:59:10,480 - yago11k_0.00003 - [INFO] - [E:340| 100]: Train Loss:0.001109, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:00:13,505 - yago11k_0.00003 - [INFO] - [E:340| 200]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:01:16,488 - yago11k_0.00003 - [INFO] - [E:340| 300]: Train Loss:0.001108, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:02:19,476 - yago11k_0.00003 - [INFO] - [E:340| 400]: Train Loss:0.0011087, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:03:22,514 - yago11k_0.00003 - [INFO] - [E:340| 500]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:04:25,003 - yago11k_0.00003 - [INFO] - [E:340| 600]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:04:25,003 - yago11k_0.00003 - [INFO] - [Epoch:340]: Training Loss:0.001109 + +2023-06-06 23:04:25,216 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 23:04:37,131 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 23:04:48,889 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.41202, Head : 0.23723, Avg : 0.32462 + +2023-06-06 23:04:48,889 - yago11k_0.00003 - [INFO] - [Epoch 340]: Training Loss: 0.0011086, Valid MRR: 0.32516, + + + +2023-06-06 23:04:49,524 - yago11k_0.00003 - [INFO] - [E:341| 0]: Train Loss:0.0011066, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:05:52,520 - yago11k_0.00003 - [INFO] - [E:341| 100]: Train Loss:0.0011093, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:06:55,540 - yago11k_0.00003 - [INFO] - [E:341| 200]: Train Loss:0.0011087, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:07:58,536 - yago11k_0.00003 - [INFO] - [E:341| 300]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:09:01,558 - yago11k_0.00003 - [INFO] - [E:341| 400]: Train Loss:0.0011084, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:10:04,515 - yago11k_0.00003 - [INFO] - [E:341| 500]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:11:07,076 - yago11k_0.00003 - [INFO] - [E:341| 600]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:11:07,077 - yago11k_0.00003 - [INFO] - [Epoch:341]: Training Loss:0.001109 + +2023-06-06 23:11:07,290 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 23:11:19,204 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 23:11:30,953 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.41148, Head : 0.23613, Avg : 0.3238 + +2023-06-06 23:11:30,953 - yago11k_0.00003 - [INFO] - [Epoch 341]: Training Loss: 0.0011086, Valid MRR: 0.32516, + + + +2023-06-06 23:11:31,589 - yago11k_0.00003 - [INFO] - [E:342| 0]: Train Loss:0.001112, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:12:34,594 - yago11k_0.00003 - [INFO] - [E:342| 100]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:13:37,509 - yago11k_0.00003 - [INFO] - [E:342| 200]: Train Loss:0.0011077, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:14:40,420 - yago11k_0.00003 - [INFO] - [E:342| 300]: Train Loss:0.0011077, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:15:43,377 - yago11k_0.00003 - [INFO] - [E:342| 400]: Train Loss:0.0011077, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:16:46,325 - yago11k_0.00003 - [INFO] - [E:342| 500]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:17:48,880 - yago11k_0.00003 - [INFO] - [E:342| 600]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:17:48,880 - yago11k_0.00003 - [INFO] - [Epoch:342]: Training Loss:0.001109 + +2023-06-06 23:17:49,094 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 23:18:01,020 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 23:18:12,796 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.4108, Head : 0.235, Avg : 0.3229 + +2023-06-06 23:18:12,796 - yago11k_0.00003 - [INFO] - [Epoch 342]: Training Loss: 0.0011086, Valid MRR: 0.32516, + + + +2023-06-06 23:18:13,431 - yago11k_0.00003 - [INFO] - [E:343| 0]: Train Loss:0.0011039, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:19:16,374 - yago11k_0.00003 - [INFO] - [E:343| 100]: Train Loss:0.001107, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:20:19,320 - yago11k_0.00003 - [INFO] - [E:343| 200]: Train Loss:0.0011077, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:21:22,292 - yago11k_0.00003 - [INFO] - [E:343| 300]: Train Loss:0.0011074, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:22:25,209 - yago11k_0.00003 - [INFO] - [E:343| 400]: Train Loss:0.0011078, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:23:28,139 - yago11k_0.00003 - [INFO] - [E:343| 500]: Train Loss:0.0011076, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:24:30,676 - yago11k_0.00003 - [INFO] - [E:343| 600]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:24:30,676 - yago11k_0.00003 - [INFO] - [Epoch:343]: Training Loss:0.001109 + +2023-06-06 23:24:30,890 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 23:24:42,799 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 23:24:54,550 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.41188, Head : 0.235, Avg : 0.32344 + +2023-06-06 23:24:54,550 - yago11k_0.00003 - [INFO] - [Epoch 343]: Training Loss: 0.0011085, Valid MRR: 0.32516, + + + +2023-06-06 23:24:55,183 - yago11k_0.00003 - [INFO] - [E:344| 0]: Train Loss:0.0011109, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:25:58,137 - yago11k_0.00003 - [INFO] - [E:344| 100]: Train Loss:0.0011072, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:27:01,164 - yago11k_0.00003 - [INFO] - [E:344| 200]: Train Loss:0.001107, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:28:04,085 - yago11k_0.00003 - [INFO] - [E:344| 300]: Train Loss:0.001107, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:29:07,014 - yago11k_0.00003 - [INFO] - [E:344| 400]: Train Loss:0.0011075, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:30:10,083 - yago11k_0.00003 - [INFO] - [E:344| 500]: Train Loss:0.0011082, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:31:12,634 - yago11k_0.00003 - [INFO] - [E:344| 600]: Train Loss:0.0011083, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:31:12,634 - yago11k_0.00003 - [INFO] - [Epoch:344]: Training Loss:0.001108 + +2023-06-06 23:31:12,849 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 23:31:24,757 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 23:31:36,508 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.40894, Head : 0.23559, Avg : 0.32227 + +2023-06-06 23:31:36,508 - yago11k_0.00003 - [INFO] - [Epoch 344]: Training Loss: 0.0011083, Valid MRR: 0.32516, + + + +2023-06-06 23:31:37,145 - yago11k_0.00003 - [INFO] - [E:345| 0]: Train Loss:0.0010941, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:32:40,139 - yago11k_0.00003 - [INFO] - [E:345| 100]: Train Loss:0.0011052, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:33:43,096 - yago11k_0.00003 - [INFO] - [E:345| 200]: Train Loss:0.0011075, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:34:46,074 - yago11k_0.00003 - [INFO] - [E:345| 300]: Train Loss:0.0011074, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:35:49,129 - yago11k_0.00003 - [INFO] - [E:345| 400]: Train Loss:0.0011075, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:36:52,041 - yago11k_0.00003 - [INFO] - [E:345| 500]: Train Loss:0.0011076, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:37:54,545 - yago11k_0.00003 - [INFO] - [E:345| 600]: Train Loss:0.001108, Val MRR:0.32516, yago11k_0.00003 +2023-06-06 23:37:54,545 - yago11k_0.00003 - [INFO] - [Epoch:345]: Training Loss:0.001108 + +2023-06-06 23:37:54,759 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 23:38:06,660 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 23:38:18,409 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.41456, Head : 0.23724, Avg : 0.3259 + +2023-06-06 23:38:19,436 - yago11k_0.00003 - [INFO] - [Epoch 345]: Training Loss: 0.001108, Valid MRR: 0.3259, + + + +2023-06-06 23:38:20,073 - yago11k_0.00003 - [INFO] - [E:346| 0]: Train Loss:0.0011222, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:39:23,073 - yago11k_0.00003 - [INFO] - [E:346| 100]: Train Loss:0.0011092, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:40:26,081 - yago11k_0.00003 - [INFO] - [E:346| 200]: Train Loss:0.0011091, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:41:29,147 - yago11k_0.00003 - [INFO] - [E:346| 300]: Train Loss:0.0011083, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:42:32,084 - yago11k_0.00003 - [INFO] - [E:346| 400]: Train Loss:0.0011084, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:43:35,045 - yago11k_0.00003 - [INFO] - [E:346| 500]: Train Loss:0.0011086, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:44:37,607 - yago11k_0.00003 - [INFO] - [E:346| 600]: Train Loss:0.0011082, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:44:37,607 - yago11k_0.00003 - [INFO] - [Epoch:346]: Training Loss:0.001108 + +2023-06-06 23:44:37,821 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 23:44:49,742 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 23:45:01,505 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.41334, Head : 0.235, Avg : 0.32417 + +2023-06-06 23:45:01,506 - yago11k_0.00003 - [INFO] - [Epoch 346]: Training Loss: 0.0011082, Valid MRR: 0.3259, + + + +2023-06-06 23:45:02,144 - yago11k_0.00003 - [INFO] - [E:347| 0]: Train Loss:0.0010953, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:46:05,121 - yago11k_0.00003 - [INFO] - [E:347| 100]: Train Loss:0.0011093, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:47:08,121 - yago11k_0.00003 - [INFO] - [E:347| 200]: Train Loss:0.0011086, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:48:11,104 - yago11k_0.00003 - [INFO] - [E:347| 300]: Train Loss:0.0011076, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:49:14,039 - yago11k_0.00003 - [INFO] - [E:347| 400]: Train Loss:0.0011076, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:50:16,989 - yago11k_0.00003 - [INFO] - [E:347| 500]: Train Loss:0.0011079, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:51:19,563 - yago11k_0.00003 - [INFO] - [E:347| 600]: Train Loss:0.0011078, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:51:19,563 - yago11k_0.00003 - [INFO] - [Epoch:347]: Training Loss:0.001108 + +2023-06-06 23:51:19,778 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 23:51:31,704 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 23:51:43,459 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.41403, Head : 0.23401, Avg : 0.32402 + +2023-06-06 23:51:43,459 - yago11k_0.00003 - [INFO] - [Epoch 347]: Training Loss: 0.0011078, Valid MRR: 0.3259, + + + +2023-06-06 23:51:44,095 - yago11k_0.00003 - [INFO] - [E:348| 0]: Train Loss:0.0011033, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:52:47,072 - yago11k_0.00003 - [INFO] - [E:348| 100]: Train Loss:0.0011093, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:53:50,079 - yago11k_0.00003 - [INFO] - [E:348| 200]: Train Loss:0.0011092, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:54:53,084 - yago11k_0.00003 - [INFO] - [E:348| 300]: Train Loss:0.0011084, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:55:56,087 - yago11k_0.00003 - [INFO] - [E:348| 400]: Train Loss:0.0011085, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:56:59,092 - yago11k_0.00003 - [INFO] - [E:348| 500]: Train Loss:0.0011084, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:58:01,562 - yago11k_0.00003 - [INFO] - [E:348| 600]: Train Loss:0.0011082, Val MRR:0.3259, yago11k_0.00003 +2023-06-06 23:58:01,562 - yago11k_0.00003 - [INFO] - [Epoch:348]: Training Loss:0.001108 + +2023-06-06 23:58:01,776 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-06 23:58:13,688 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-06 23:58:25,440 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.4169, Head : 0.23534, Avg : 0.32612 + +2023-06-06 23:58:26,400 - yago11k_0.00003 - [INFO] - [Epoch 348]: Training Loss: 0.0011082, Valid MRR: 0.32612, + + + +2023-06-06 23:58:27,040 - yago11k_0.00003 - [INFO] - [E:349| 0]: Train Loss:0.0011139, Val MRR:0.32612, yago11k_0.00003 +2023-06-06 23:59:30,054 - yago11k_0.00003 - [INFO] - [E:349| 100]: Train Loss:0.0011055, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:00:33,020 - yago11k_0.00003 - [INFO] - [E:349| 200]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:01:35,935 - yago11k_0.00003 - [INFO] - [E:349| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:02:38,906 - yago11k_0.00003 - [INFO] - [E:349| 400]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:03:41,860 - yago11k_0.00003 - [INFO] - [E:349| 500]: Train Loss:0.0011076, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:04:44,376 - yago11k_0.00003 - [INFO] - [E:349| 600]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:04:44,376 - yago11k_0.00003 - [INFO] - [Epoch:349]: Training Loss:0.001108 + +2023-06-07 00:04:44,590 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 00:04:56,557 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 00:05:08,336 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.41004, Head : 0.23442, Avg : 0.32223 + MR: Tail : 697.15, Head : 1009.8, Avg : 853.48 + Hit-1: Tail : 0.32829, Head : 0.19297, Avg : 0.26063 + Hit-3: Tail : 0.44221, Head : 0.23048, Avg : 0.33634 + Hit-10: Tail : 0.58044, Head : 0.31662, Avg : 0.44853 +2023-06-07 00:05:08,336 - yago11k_0.00003 - [INFO] - [Epoch 349]: Training Loss: 0.0011078, Valid MRR: 0.32612, + + + +2023-06-07 00:05:08,972 - yago11k_0.00003 - [INFO] - [E:350| 0]: Train Loss:0.0011086, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:06:11,965 - yago11k_0.00003 - [INFO] - [E:350| 100]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:07:15,005 - yago11k_0.00003 - [INFO] - [E:350| 200]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:08:18,044 - yago11k_0.00003 - [INFO] - [E:350| 300]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:09:21,056 - yago11k_0.00003 - [INFO] - [E:350| 400]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:10:24,071 - yago11k_0.00003 - [INFO] - [E:350| 500]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:11:26,744 - yago11k_0.00003 - [INFO] - [E:350| 600]: Train Loss:0.0011076, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:11:26,745 - yago11k_0.00003 - [INFO] - [Epoch:350]: Training Loss:0.001108 + +2023-06-07 00:11:26,958 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 00:11:38,877 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 00:11:50,633 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.4107, Head : 0.23284, Avg : 0.32177 + +2023-06-07 00:11:50,633 - yago11k_0.00003 - [INFO] - [Epoch 350]: Training Loss: 0.0011076, Valid MRR: 0.32612, + + + +2023-06-07 00:11:51,266 - yago11k_0.00003 - [INFO] - [E:351| 0]: Train Loss:0.0011118, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:12:54,241 - yago11k_0.00003 - [INFO] - [E:351| 100]: Train Loss:0.0011055, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:13:57,270 - yago11k_0.00003 - [INFO] - [E:351| 200]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:15:00,271 - yago11k_0.00003 - [INFO] - [E:351| 300]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:16:03,240 - yago11k_0.00003 - [INFO] - [E:351| 400]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:17:06,246 - yago11k_0.00003 - [INFO] - [E:351| 500]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:18:08,741 - yago11k_0.00003 - [INFO] - [E:351| 600]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:18:08,741 - yago11k_0.00003 - [INFO] - [Epoch:351]: Training Loss:0.001108 + +2023-06-07 00:18:08,954 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 00:18:20,871 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 00:18:32,620 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.41628, Head : 0.23585, Avg : 0.32607 + +2023-06-07 00:18:32,621 - yago11k_0.00003 - [INFO] - [Epoch 351]: Training Loss: 0.0011078, Valid MRR: 0.32612, + + + +2023-06-07 00:18:33,254 - yago11k_0.00003 - [INFO] - [E:352| 0]: Train Loss:0.0010896, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:19:36,226 - yago11k_0.00003 - [INFO] - [E:352| 100]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:20:39,249 - yago11k_0.00003 - [INFO] - [E:352| 200]: Train Loss:0.0011079, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:21:42,238 - yago11k_0.00003 - [INFO] - [E:352| 300]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:22:45,335 - yago11k_0.00003 - [INFO] - [E:352| 400]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:23:48,370 - yago11k_0.00003 - [INFO] - [E:352| 500]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:24:50,990 - yago11k_0.00003 - [INFO] - [E:352| 600]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:24:50,991 - yago11k_0.00003 - [INFO] - [Epoch:352]: Training Loss:0.001108 + +2023-06-07 00:24:51,204 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 00:25:03,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 00:25:14,868 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.40931, Head : 0.23585, Avg : 0.32258 + +2023-06-07 00:25:14,868 - yago11k_0.00003 - [INFO] - [Epoch 352]: Training Loss: 0.0011075, Valid MRR: 0.32612, + + + +2023-06-07 00:25:15,508 - yago11k_0.00003 - [INFO] - [E:353| 0]: Train Loss:0.0011222, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:26:18,487 - yago11k_0.00003 - [INFO] - [E:353| 100]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:27:21,404 - yago11k_0.00003 - [INFO] - [E:353| 200]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:28:24,394 - yago11k_0.00003 - [INFO] - [E:353| 300]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:29:27,408 - yago11k_0.00003 - [INFO] - [E:353| 400]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:30:30,365 - yago11k_0.00003 - [INFO] - [E:353| 500]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:31:32,903 - yago11k_0.00003 - [INFO] - [E:353| 600]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:31:32,903 - yago11k_0.00003 - [INFO] - [Epoch:353]: Training Loss:0.001107 + +2023-06-07 00:31:33,117 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 00:31:45,037 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 00:31:56,790 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.41167, Head : 0.23664, Avg : 0.32415 + +2023-06-07 00:31:56,790 - yago11k_0.00003 - [INFO] - [Epoch 353]: Training Loss: 0.0011073, Valid MRR: 0.32612, + + + +2023-06-07 00:31:57,425 - yago11k_0.00003 - [INFO] - [E:354| 0]: Train Loss:0.0010999, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:33:00,384 - yago11k_0.00003 - [INFO] - [E:354| 100]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:34:03,348 - yago11k_0.00003 - [INFO] - [E:354| 200]: Train Loss:0.0011059, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:35:06,371 - yago11k_0.00003 - [INFO] - [E:354| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:36:09,372 - yago11k_0.00003 - [INFO] - [E:354| 400]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:37:12,377 - yago11k_0.00003 - [INFO] - [E:354| 500]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:38:14,937 - yago11k_0.00003 - [INFO] - [E:354| 600]: Train Loss:0.0011076, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:38:14,938 - yago11k_0.00003 - [INFO] - [Epoch:354]: Training Loss:0.001108 + +2023-06-07 00:38:15,151 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 00:38:27,071 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 00:38:38,827 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.41115, Head : 0.23612, Avg : 0.32363 + +2023-06-07 00:38:38,827 - yago11k_0.00003 - [INFO] - [Epoch 354]: Training Loss: 0.0011076, Valid MRR: 0.32612, + + + +2023-06-07 00:38:39,461 - yago11k_0.00003 - [INFO] - [E:355| 0]: Train Loss:0.0010869, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:39:42,425 - yago11k_0.00003 - [INFO] - [E:355| 100]: Train Loss:0.0011045, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:40:45,400 - yago11k_0.00003 - [INFO] - [E:355| 200]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:41:48,332 - yago11k_0.00003 - [INFO] - [E:355| 300]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:42:51,285 - yago11k_0.00003 - [INFO] - [E:355| 400]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:43:54,359 - yago11k_0.00003 - [INFO] - [E:355| 500]: Train Loss:0.0011081, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:44:56,889 - yago11k_0.00003 - [INFO] - [E:355| 600]: Train Loss:0.001108, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:44:56,889 - yago11k_0.00003 - [INFO] - [Epoch:355]: Training Loss:0.001108 + +2023-06-07 00:44:57,104 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 00:45:09,018 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 00:45:20,768 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.40856, Head : 0.23424, Avg : 0.3214 + +2023-06-07 00:45:20,768 - yago11k_0.00003 - [INFO] - [Epoch 355]: Training Loss: 0.001108, Valid MRR: 0.32612, + + + +2023-06-07 00:45:21,405 - yago11k_0.00003 - [INFO] - [E:356| 0]: Train Loss:0.0011362, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:46:24,413 - yago11k_0.00003 - [INFO] - [E:356| 100]: Train Loss:0.0011102, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:47:27,372 - yago11k_0.00003 - [INFO] - [E:356| 200]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:48:30,303 - yago11k_0.00003 - [INFO] - [E:356| 300]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:49:33,310 - yago11k_0.00003 - [INFO] - [E:356| 400]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:50:36,257 - yago11k_0.00003 - [INFO] - [E:356| 500]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:51:38,793 - yago11k_0.00003 - [INFO] - [E:356| 600]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:51:38,793 - yago11k_0.00003 - [INFO] - [Epoch:356]: Training Loss:0.001107 + +2023-06-07 00:51:39,007 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 00:51:50,919 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 00:52:02,702 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.41332, Head : 0.23437, Avg : 0.32384 + +2023-06-07 00:52:02,702 - yago11k_0.00003 - [INFO] - [Epoch 356]: Training Loss: 0.0011075, Valid MRR: 0.32612, + + + +2023-06-07 00:52:03,345 - yago11k_0.00003 - [INFO] - [E:357| 0]: Train Loss:0.0011021, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:53:06,305 - yago11k_0.00003 - [INFO] - [E:357| 100]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:54:09,263 - yago11k_0.00003 - [INFO] - [E:357| 200]: Train Loss:0.0011064, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:55:12,289 - yago11k_0.00003 - [INFO] - [E:357| 300]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:56:15,332 - yago11k_0.00003 - [INFO] - [E:357| 400]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:57:18,370 - yago11k_0.00003 - [INFO] - [E:357| 500]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:58:21,011 - yago11k_0.00003 - [INFO] - [E:357| 600]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:58:21,012 - yago11k_0.00003 - [INFO] - [Epoch:357]: Training Loss:0.001107 + +2023-06-07 00:58:21,225 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 00:58:33,150 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 00:58:44,911 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.41128, Head : 0.23563, Avg : 0.32346 + +2023-06-07 00:58:44,912 - yago11k_0.00003 - [INFO] - [Epoch 357]: Training Loss: 0.0011073, Valid MRR: 0.32612, + + + +2023-06-07 00:58:45,548 - yago11k_0.00003 - [INFO] - [E:358| 0]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 00:59:48,570 - yago11k_0.00003 - [INFO] - [E:358| 100]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:00:51,621 - yago11k_0.00003 - [INFO] - [E:358| 200]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:01:54,595 - yago11k_0.00003 - [INFO] - [E:358| 300]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:02:57,524 - yago11k_0.00003 - [INFO] - [E:358| 400]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:04:00,506 - yago11k_0.00003 - [INFO] - [E:358| 500]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:05:03,041 - yago11k_0.00003 - [INFO] - [E:358| 600]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:05:03,041 - yago11k_0.00003 - [INFO] - [Epoch:358]: Training Loss:0.001107 + +2023-06-07 01:05:03,255 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 01:05:15,178 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 01:05:26,945 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.41083, Head : 0.23482, Avg : 0.32282 + +2023-06-07 01:05:26,945 - yago11k_0.00003 - [INFO] - [Epoch 358]: Training Loss: 0.0011071, Valid MRR: 0.32612, + + + +2023-06-07 01:05:27,582 - yago11k_0.00003 - [INFO] - [E:359| 0]: Train Loss:0.0011184, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:06:30,654 - yago11k_0.00003 - [INFO] - [E:359| 100]: Train Loss:0.0011061, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:07:33,664 - yago11k_0.00003 - [INFO] - [E:359| 200]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:08:36,664 - yago11k_0.00003 - [INFO] - [E:359| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:09:39,718 - yago11k_0.00003 - [INFO] - [E:359| 400]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:10:42,689 - yago11k_0.00003 - [INFO] - [E:359| 500]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:11:45,275 - yago11k_0.00003 - [INFO] - [E:359| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:11:45,275 - yago11k_0.00003 - [INFO] - [Epoch:359]: Training Loss:0.001107 + +2023-06-07 01:11:45,488 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 01:11:57,415 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 01:12:09,167 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.4108, Head : 0.23484, Avg : 0.32282 + MR: Tail : 675.78, Head : 1003.4, Avg : 839.57 + Hit-1: Tail : 0.32328, Head : 0.19366, Avg : 0.25847 + Hit-3: Tail : 0.45193, Head : 0.22951, Avg : 0.34072 + Hit-10: Tail : 0.58141, Head : 0.31203, Avg : 0.44672 +2023-06-07 01:12:09,167 - yago11k_0.00003 - [INFO] - [Epoch 359]: Training Loss: 0.0011068, Valid MRR: 0.32612, + + + +2023-06-07 01:12:09,802 - yago11k_0.00003 - [INFO] - [E:360| 0]: Train Loss:0.0011144, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:13:12,852 - yago11k_0.00003 - [INFO] - [E:360| 100]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:14:15,800 - yago11k_0.00003 - [INFO] - [E:360| 200]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:15:18,753 - yago11k_0.00003 - [INFO] - [E:360| 300]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:16:21,711 - yago11k_0.00003 - [INFO] - [E:360| 400]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:17:24,680 - yago11k_0.00003 - [INFO] - [E:360| 500]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:18:27,294 - yago11k_0.00003 - [INFO] - [E:360| 600]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:18:27,295 - yago11k_0.00003 - [INFO] - [Epoch:360]: Training Loss:0.001107 + +2023-06-07 01:18:27,508 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 01:18:39,468 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 01:18:51,216 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.41352, Head : 0.23485, Avg : 0.32418 + +2023-06-07 01:18:51,216 - yago11k_0.00003 - [INFO] - [Epoch 360]: Training Loss: 0.0011069, Valid MRR: 0.32612, + + + +2023-06-07 01:18:51,850 - yago11k_0.00003 - [INFO] - [E:361| 0]: Train Loss:0.0010941, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:19:54,787 - yago11k_0.00003 - [INFO] - [E:361| 100]: Train Loss:0.0011052, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:20:57,745 - yago11k_0.00003 - [INFO] - [E:361| 200]: Train Loss:0.001106, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:22:00,730 - yago11k_0.00003 - [INFO] - [E:361| 300]: Train Loss:0.0011063, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:23:03,663 - yago11k_0.00003 - [INFO] - [E:361| 400]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:24:06,612 - yago11k_0.00003 - [INFO] - [E:361| 500]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:25:09,254 - yago11k_0.00003 - [INFO] - [E:361| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:25:09,254 - yago11k_0.00003 - [INFO] - [Epoch:361]: Training Loss:0.001107 + +2023-06-07 01:25:09,469 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 01:25:21,389 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 01:25:33,147 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.41427, Head : 0.23602, Avg : 0.32514 + +2023-06-07 01:25:33,147 - yago11k_0.00003 - [INFO] - [Epoch 361]: Training Loss: 0.0011068, Valid MRR: 0.32612, + + + +2023-06-07 01:25:33,784 - yago11k_0.00003 - [INFO] - [E:362| 0]: Train Loss:0.0011168, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:26:36,790 - yago11k_0.00003 - [INFO] - [E:362| 100]: Train Loss:0.0011086, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:27:39,845 - yago11k_0.00003 - [INFO] - [E:362| 200]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:28:42,796 - yago11k_0.00003 - [INFO] - [E:362| 300]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:29:45,756 - yago11k_0.00003 - [INFO] - [E:362| 400]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:30:48,812 - yago11k_0.00003 - [INFO] - [E:362| 500]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:31:51,411 - yago11k_0.00003 - [INFO] - [E:362| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:31:51,411 - yago11k_0.00003 - [INFO] - [Epoch:362]: Training Loss:0.001107 + +2023-06-07 01:31:51,625 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 01:32:03,551 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 01:32:15,316 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.41038, Head : 0.23626, Avg : 0.32332 + +2023-06-07 01:32:15,316 - yago11k_0.00003 - [INFO] - [Epoch 362]: Training Loss: 0.0011068, Valid MRR: 0.32612, + + + +2023-06-07 01:32:15,954 - yago11k_0.00003 - [INFO] - [E:363| 0]: Train Loss:0.0010935, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:33:19,020 - yago11k_0.00003 - [INFO] - [E:363| 100]: Train Loss:0.0011042, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:34:21,987 - yago11k_0.00003 - [INFO] - [E:363| 200]: Train Loss:0.0011037, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:35:24,966 - yago11k_0.00003 - [INFO] - [E:363| 300]: Train Loss:0.0011041, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:36:27,981 - yago11k_0.00003 - [INFO] - [E:363| 400]: Train Loss:0.0011052, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:37:30,975 - yago11k_0.00003 - [INFO] - [E:363| 500]: Train Loss:0.0011059, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:38:33,583 - yago11k_0.00003 - [INFO] - [E:363| 600]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:38:33,583 - yago11k_0.00003 - [INFO] - [Epoch:363]: Training Loss:0.001106 + +2023-06-07 01:38:33,797 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 01:38:45,714 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 01:38:57,484 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.41185, Head : 0.23537, Avg : 0.32361 + +2023-06-07 01:38:57,484 - yago11k_0.00003 - [INFO] - [Epoch 363]: Training Loss: 0.0011065, Valid MRR: 0.32612, + + + +2023-06-07 01:38:58,137 - yago11k_0.00003 - [INFO] - [E:364| 0]: Train Loss:0.0010963, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:40:01,156 - yago11k_0.00003 - [INFO] - [E:364| 100]: Train Loss:0.0011064, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:41:04,183 - yago11k_0.00003 - [INFO] - [E:364| 200]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:42:07,200 - yago11k_0.00003 - [INFO] - [E:364| 300]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:43:10,137 - yago11k_0.00003 - [INFO] - [E:364| 400]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:44:13,096 - yago11k_0.00003 - [INFO] - [E:364| 500]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:45:15,753 - yago11k_0.00003 - [INFO] - [E:364| 600]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:45:15,753 - yago11k_0.00003 - [INFO] - [Epoch:364]: Training Loss:0.001107 + +2023-06-07 01:45:15,967 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 01:45:27,894 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 01:45:39,653 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.41075, Head : 0.23567, Avg : 0.32321 + +2023-06-07 01:45:39,653 - yago11k_0.00003 - [INFO] - [Epoch 364]: Training Loss: 0.0011071, Valid MRR: 0.32612, + + + +2023-06-07 01:45:40,288 - yago11k_0.00003 - [INFO] - [E:365| 0]: Train Loss:0.0010937, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:46:43,333 - yago11k_0.00003 - [INFO] - [E:365| 100]: Train Loss:0.0011079, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:47:46,378 - yago11k_0.00003 - [INFO] - [E:365| 200]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:48:49,444 - yago11k_0.00003 - [INFO] - [E:365| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:49:52,482 - yago11k_0.00003 - [INFO] - [E:365| 400]: Train Loss:0.0011063, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:50:55,485 - yago11k_0.00003 - [INFO] - [E:365| 500]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:51:58,109 - yago11k_0.00003 - [INFO] - [E:365| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:51:58,109 - yago11k_0.00003 - [INFO] - [Epoch:365]: Training Loss:0.001107 + +2023-06-07 01:51:58,322 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 01:52:10,252 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 01:52:22,022 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.4121, Head : 0.2364, Avg : 0.32425 + +2023-06-07 01:52:22,023 - yago11k_0.00003 - [INFO] - [Epoch 365]: Training Loss: 0.0011068, Valid MRR: 0.32612, + + + +2023-06-07 01:52:22,660 - yago11k_0.00003 - [INFO] - [E:366| 0]: Train Loss:0.0010839, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:53:25,727 - yago11k_0.00003 - [INFO] - [E:366| 100]: Train Loss:0.001106, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:54:28,753 - yago11k_0.00003 - [INFO] - [E:366| 200]: Train Loss:0.001106, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:55:31,753 - yago11k_0.00003 - [INFO] - [E:366| 300]: Train Loss:0.0011058, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:56:34,767 - yago11k_0.00003 - [INFO] - [E:366| 400]: Train Loss:0.001106, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:57:37,821 - yago11k_0.00003 - [INFO] - [E:366| 500]: Train Loss:0.0011061, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:58:40,418 - yago11k_0.00003 - [INFO] - [E:366| 600]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 01:58:40,419 - yago11k_0.00003 - [INFO] - [Epoch:366]: Training Loss:0.001106 + +2023-06-07 01:58:40,632 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 01:58:52,553 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 01:59:04,308 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.41085, Head : 0.23555, Avg : 0.3232 + +2023-06-07 01:59:04,308 - yago11k_0.00003 - [INFO] - [Epoch 366]: Training Loss: 0.0011062, Valid MRR: 0.32612, + + + +2023-06-07 01:59:04,945 - yago11k_0.00003 - [INFO] - [E:367| 0]: Train Loss:0.0011015, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:00:07,993 - yago11k_0.00003 - [INFO] - [E:367| 100]: Train Loss:0.0011066, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:01:10,999 - yago11k_0.00003 - [INFO] - [E:367| 200]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:02:14,035 - yago11k_0.00003 - [INFO] - [E:367| 300]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:03:17,102 - yago11k_0.00003 - [INFO] - [E:367| 400]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:04:20,119 - yago11k_0.00003 - [INFO] - [E:367| 500]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:05:22,735 - yago11k_0.00003 - [INFO] - [E:367| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:05:22,736 - yago11k_0.00003 - [INFO] - [Epoch:367]: Training Loss:0.001107 + +2023-06-07 02:05:22,950 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 02:05:34,914 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 02:05:46,726 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.40803, Head : 0.23675, Avg : 0.32239 + +2023-06-07 02:05:46,726 - yago11k_0.00003 - [INFO] - [Epoch 367]: Training Loss: 0.0011068, Valid MRR: 0.32612, + + + +2023-06-07 02:05:47,363 - yago11k_0.00003 - [INFO] - [E:368| 0]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:06:50,295 - yago11k_0.00003 - [INFO] - [E:368| 100]: Train Loss:0.0011066, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:07:53,296 - yago11k_0.00003 - [INFO] - [E:368| 200]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:08:56,359 - yago11k_0.00003 - [INFO] - [E:368| 300]: Train Loss:0.0011058, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:09:59,322 - yago11k_0.00003 - [INFO] - [E:368| 400]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:11:02,327 - yago11k_0.00003 - [INFO] - [E:368| 500]: Train Loss:0.0011064, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:12:04,931 - yago11k_0.00003 - [INFO] - [E:368| 600]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:12:04,931 - yago11k_0.00003 - [INFO] - [Epoch:368]: Training Loss:0.001107 + +2023-06-07 02:12:05,145 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 02:12:17,060 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 02:12:28,816 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.41197, Head : 0.2362, Avg : 0.32409 + +2023-06-07 02:12:28,816 - yago11k_0.00003 - [INFO] - [Epoch 368]: Training Loss: 0.0011065, Valid MRR: 0.32612, + + + +2023-06-07 02:12:29,453 - yago11k_0.00003 - [INFO] - [E:369| 0]: Train Loss:0.0010965, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:13:32,407 - yago11k_0.00003 - [INFO] - [E:369| 100]: Train Loss:0.0011058, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:14:35,393 - yago11k_0.00003 - [INFO] - [E:369| 200]: Train Loss:0.0011055, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:15:38,438 - yago11k_0.00003 - [INFO] - [E:369| 300]: Train Loss:0.0011055, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:16:41,419 - yago11k_0.00003 - [INFO] - [E:369| 400]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:17:44,446 - yago11k_0.00003 - [INFO] - [E:369| 500]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:18:47,028 - yago11k_0.00003 - [INFO] - [E:369| 600]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:18:47,028 - yago11k_0.00003 - [INFO] - [Epoch:369]: Training Loss:0.001107 + +2023-06-07 02:18:47,242 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 02:18:59,165 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 02:19:10,920 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.40795, Head : 0.23545, Avg : 0.3217 + MR: Tail : 682.81, Head : 1009.6, Avg : 846.19 + Hit-1: Tail : 0.32287, Head : 0.19422, Avg : 0.25854 + Hit-3: Tail : 0.4429, Head : 0.23034, Avg : 0.33662 + Hit-10: Tail : 0.58155, Head : 0.31842, Avg : 0.44999 +2023-06-07 02:19:10,920 - yago11k_0.00003 - [INFO] - [Epoch 369]: Training Loss: 0.001107, Valid MRR: 0.32612, + + + +2023-06-07 02:19:11,556 - yago11k_0.00003 - [INFO] - [E:370| 0]: Train Loss:0.0011255, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:20:14,560 - yago11k_0.00003 - [INFO] - [E:370| 100]: Train Loss:0.0011059, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:21:17,531 - yago11k_0.00003 - [INFO] - [E:370| 200]: Train Loss:0.0011056, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:22:20,459 - yago11k_0.00003 - [INFO] - [E:370| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:23:23,518 - yago11k_0.00003 - [INFO] - [E:370| 400]: Train Loss:0.0011076, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:24:26,551 - yago11k_0.00003 - [INFO] - [E:370| 500]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:25:29,158 - yago11k_0.00003 - [INFO] - [E:370| 600]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003 +2023-06-07 02:25:29,158 - yago11k_0.00003 - [INFO] - [Epoch:370]: Training Loss:0.001107 + +2023-06-07 02:25:29,372 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 02:25:41,301 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 02:25:53,058 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.41516, Head : 0.23868, Avg : 0.32692 + +2023-06-07 02:25:54,022 - yago11k_0.00003 - [INFO] - [Epoch 370]: Training Loss: 0.0011067, Valid MRR: 0.32692, + + + +2023-06-07 02:25:54,664 - yago11k_0.00003 - [INFO] - [E:371| 0]: Train Loss:0.001089, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:26:57,711 - yago11k_0.00003 - [INFO] - [E:371| 100]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:28:00,684 - yago11k_0.00003 - [INFO] - [E:371| 200]: Train Loss:0.0011068, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:29:03,681 - yago11k_0.00003 - [INFO] - [E:371| 300]: Train Loss:0.001107, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:30:06,714 - yago11k_0.00003 - [INFO] - [E:371| 400]: Train Loss:0.0011072, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:31:09,751 - yago11k_0.00003 - [INFO] - [E:371| 500]: Train Loss:0.0011071, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:32:12,375 - yago11k_0.00003 - [INFO] - [E:371| 600]: Train Loss:0.0011066, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:32:12,376 - yago11k_0.00003 - [INFO] - [Epoch:371]: Training Loss:0.001107 + +2023-06-07 02:32:12,589 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 02:32:24,515 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 02:32:36,280 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.40961, Head : 0.23756, Avg : 0.32359 + +2023-06-07 02:32:36,280 - yago11k_0.00003 - [INFO] - [Epoch 371]: Training Loss: 0.0011066, Valid MRR: 0.32692, + + + +2023-06-07 02:32:36,916 - yago11k_0.00003 - [INFO] - [E:372| 0]: Train Loss:0.0010961, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:33:39,930 - yago11k_0.00003 - [INFO] - [E:372| 100]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:34:42,969 - yago11k_0.00003 - [INFO] - [E:372| 200]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:35:46,059 - yago11k_0.00003 - [INFO] - [E:372| 300]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:36:49,039 - yago11k_0.00003 - [INFO] - [E:372| 400]: Train Loss:0.0011057, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:37:52,052 - yago11k_0.00003 - [INFO] - [E:372| 500]: Train Loss:0.0011058, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:38:54,692 - yago11k_0.00003 - [INFO] - [E:372| 600]: Train Loss:0.001106, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:38:54,692 - yago11k_0.00003 - [INFO] - [Epoch:372]: Training Loss:0.001106 + +2023-06-07 02:38:54,905 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 02:39:06,842 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 02:39:18,607 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.41047, Head : 0.23561, Avg : 0.32304 + +2023-06-07 02:39:18,607 - yago11k_0.00003 - [INFO] - [Epoch 372]: Training Loss: 0.001106, Valid MRR: 0.32692, + + + +2023-06-07 02:39:19,247 - yago11k_0.00003 - [INFO] - [E:373| 0]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:40:22,314 - yago11k_0.00003 - [INFO] - [E:373| 100]: Train Loss:0.0011063, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:41:25,344 - yago11k_0.00003 - [INFO] - [E:373| 200]: Train Loss:0.0011071, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:42:28,382 - yago11k_0.00003 - [INFO] - [E:373| 300]: Train Loss:0.0011066, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:43:31,414 - yago11k_0.00003 - [INFO] - [E:373| 400]: Train Loss:0.0011063, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:44:34,504 - yago11k_0.00003 - [INFO] - [E:373| 500]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:45:37,088 - yago11k_0.00003 - [INFO] - [E:373| 600]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:45:37,089 - yago11k_0.00003 - [INFO] - [Epoch:373]: Training Loss:0.001106 + +2023-06-07 02:45:37,303 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 02:45:49,225 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 02:46:00,997 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.41159, Head : 0.23636, Avg : 0.32398 + +2023-06-07 02:46:00,997 - yago11k_0.00003 - [INFO] - [Epoch 373]: Training Loss: 0.0011062, Valid MRR: 0.32692, + + + +2023-06-07 02:46:01,635 - yago11k_0.00003 - [INFO] - [E:374| 0]: Train Loss:0.0011295, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:47:04,780 - yago11k_0.00003 - [INFO] - [E:374| 100]: Train Loss:0.0011072, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:48:07,732 - yago11k_0.00003 - [INFO] - [E:374| 200]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:49:10,708 - yago11k_0.00003 - [INFO] - [E:374| 300]: Train Loss:0.0011057, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:50:13,723 - yago11k_0.00003 - [INFO] - [E:374| 400]: Train Loss:0.0011058, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:51:16,700 - yago11k_0.00003 - [INFO] - [E:374| 500]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:52:19,253 - yago11k_0.00003 - [INFO] - [E:374| 600]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:52:19,253 - yago11k_0.00003 - [INFO] - [Epoch:374]: Training Loss:0.001106 + +2023-06-07 02:52:19,468 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 02:52:31,414 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 02:52:43,219 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.414, Head : 0.2356, Avg : 0.3248 + +2023-06-07 02:52:43,219 - yago11k_0.00003 - [INFO] - [Epoch 374]: Training Loss: 0.0011059, Valid MRR: 0.32692, + + + +2023-06-07 02:52:43,855 - yago11k_0.00003 - [INFO] - [E:375| 0]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:53:46,847 - yago11k_0.00003 - [INFO] - [E:375| 100]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:54:49,835 - yago11k_0.00003 - [INFO] - [E:375| 200]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:55:52,924 - yago11k_0.00003 - [INFO] - [E:375| 300]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:56:56,043 - yago11k_0.00003 - [INFO] - [E:375| 400]: Train Loss:0.0011061, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:57:59,109 - yago11k_0.00003 - [INFO] - [E:375| 500]: Train Loss:0.0011066, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:59:01,798 - yago11k_0.00003 - [INFO] - [E:375| 600]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 02:59:01,799 - yago11k_0.00003 - [INFO] - [Epoch:375]: Training Loss:0.001106 + +2023-06-07 02:59:02,012 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 02:59:13,949 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 02:59:25,724 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.40755, Head : 0.23439, Avg : 0.32097 + +2023-06-07 02:59:25,725 - yago11k_0.00003 - [INFO] - [Epoch 375]: Training Loss: 0.0011062, Valid MRR: 0.32692, + + + +2023-06-07 02:59:26,361 - yago11k_0.00003 - [INFO] - [E:376| 0]: Train Loss:0.0010828, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:00:29,453 - yago11k_0.00003 - [INFO] - [E:376| 100]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:01:32,531 - yago11k_0.00003 - [INFO] - [E:376| 200]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:02:35,543 - yago11k_0.00003 - [INFO] - [E:376| 300]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:03:38,533 - yago11k_0.00003 - [INFO] - [E:376| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:04:41,625 - yago11k_0.00003 - [INFO] - [E:376| 500]: Train Loss:0.0011058, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:05:44,268 - yago11k_0.00003 - [INFO] - [E:376| 600]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:05:44,269 - yago11k_0.00003 - [INFO] - [Epoch:376]: Training Loss:0.001106 + +2023-06-07 03:05:44,483 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 03:05:56,421 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 03:06:08,199 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.41061, Head : 0.2339, Avg : 0.32225 + +2023-06-07 03:06:08,199 - yago11k_0.00003 - [INFO] - [Epoch 376]: Training Loss: 0.0011062, Valid MRR: 0.32692, + + + +2023-06-07 03:06:08,838 - yago11k_0.00003 - [INFO] - [E:377| 0]: Train Loss:0.0010961, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:07:11,926 - yago11k_0.00003 - [INFO] - [E:377| 100]: Train Loss:0.0011069, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:08:15,059 - yago11k_0.00003 - [INFO] - [E:377| 200]: Train Loss:0.0011073, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:09:18,053 - yago11k_0.00003 - [INFO] - [E:377| 300]: Train Loss:0.0011072, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:10:21,146 - yago11k_0.00003 - [INFO] - [E:377| 400]: Train Loss:0.0011065, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:11:24,155 - yago11k_0.00003 - [INFO] - [E:377| 500]: Train Loss:0.001106, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:12:26,726 - yago11k_0.00003 - [INFO] - [E:377| 600]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:12:26,726 - yago11k_0.00003 - [INFO] - [Epoch:377]: Training Loss:0.001106 + +2023-06-07 03:12:26,940 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 03:12:38,869 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 03:12:50,626 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.41205, Head : 0.23559, Avg : 0.32382 + +2023-06-07 03:12:50,626 - yago11k_0.00003 - [INFO] - [Epoch 377]: Training Loss: 0.0011062, Valid MRR: 0.32692, + + + +2023-06-07 03:12:51,263 - yago11k_0.00003 - [INFO] - [E:378| 0]: Train Loss:0.0010961, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:13:54,340 - yago11k_0.00003 - [INFO] - [E:378| 100]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:14:57,360 - yago11k_0.00003 - [INFO] - [E:378| 200]: Train Loss:0.0011071, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:16:00,363 - yago11k_0.00003 - [INFO] - [E:378| 300]: Train Loss:0.0011061, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:17:03,428 - yago11k_0.00003 - [INFO] - [E:378| 400]: Train Loss:0.001106, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:18:06,461 - yago11k_0.00003 - [INFO] - [E:378| 500]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:19:09,094 - yago11k_0.00003 - [INFO] - [E:378| 600]: Train Loss:0.0011063, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:19:09,094 - yago11k_0.00003 - [INFO] - [Epoch:378]: Training Loss:0.001106 + +2023-06-07 03:19:09,309 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 03:19:21,262 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 03:19:33,027 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.41469, Head : 0.23453, Avg : 0.32461 + +2023-06-07 03:19:33,027 - yago11k_0.00003 - [INFO] - [Epoch 378]: Training Loss: 0.0011063, Valid MRR: 0.32692, + + + +2023-06-07 03:19:33,663 - yago11k_0.00003 - [INFO] - [E:379| 0]: Train Loss:0.0010896, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:20:36,698 - yago11k_0.00003 - [INFO] - [E:379| 100]: Train Loss:0.0011065, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:21:39,787 - yago11k_0.00003 - [INFO] - [E:379| 200]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:22:42,963 - yago11k_0.00003 - [INFO] - [E:379| 300]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:23:46,104 - yago11k_0.00003 - [INFO] - [E:379| 400]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:24:49,205 - yago11k_0.00003 - [INFO] - [E:379| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:25:51,850 - yago11k_0.00003 - [INFO] - [E:379| 600]: Train Loss:0.0011057, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:25:51,850 - yago11k_0.00003 - [INFO] - [Epoch:379]: Training Loss:0.001106 + +2023-06-07 03:25:52,063 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 03:26:04,003 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 03:26:15,774 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.41673, Head : 0.23491, Avg : 0.32582 + MR: Tail : 673.52, Head : 986.9, Avg : 830.21 + Hit-1: Tail : 0.33537, Head : 0.19394, Avg : 0.26466 + Hit-3: Tail : 0.44471, Head : 0.22798, Avg : 0.33634 + Hit-10: Tail : 0.58141, Head : 0.31842, Avg : 0.44992 +2023-06-07 03:26:15,774 - yago11k_0.00003 - [INFO] - [Epoch 379]: Training Loss: 0.0011057, Valid MRR: 0.32692, + + + +2023-06-07 03:26:16,409 - yago11k_0.00003 - [INFO] - [E:380| 0]: Train Loss:0.0011087, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:27:19,429 - yago11k_0.00003 - [INFO] - [E:380| 100]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:28:22,552 - yago11k_0.00003 - [INFO] - [E:380| 200]: Train Loss:0.001107, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:29:25,650 - yago11k_0.00003 - [INFO] - [E:380| 300]: Train Loss:0.0011065, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:30:28,788 - yago11k_0.00003 - [INFO] - [E:380| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:31:33,162 - yago11k_0.00003 - [INFO] - [E:380| 500]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:32:35,710 - yago11k_0.00003 - [INFO] - [E:380| 600]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:32:35,711 - yago11k_0.00003 - [INFO] - [Epoch:380]: Training Loss:0.001106 + +2023-06-07 03:32:35,924 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 03:32:47,848 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 03:32:59,614 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.41438, Head : 0.23689, Avg : 0.32564 + +2023-06-07 03:32:59,615 - yago11k_0.00003 - [INFO] - [Epoch 380]: Training Loss: 0.0011055, Valid MRR: 0.32692, + + + +2023-06-07 03:33:00,253 - yago11k_0.00003 - [INFO] - [E:381| 0]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:34:03,316 - yago11k_0.00003 - [INFO] - [E:381| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:35:06,413 - yago11k_0.00003 - [INFO] - [E:381| 200]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:36:09,514 - yago11k_0.00003 - [INFO] - [E:381| 300]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:37:12,624 - yago11k_0.00003 - [INFO] - [E:381| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:38:15,654 - yago11k_0.00003 - [INFO] - [E:381| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:39:18,269 - yago11k_0.00003 - [INFO] - [E:381| 600]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:39:18,269 - yago11k_0.00003 - [INFO] - [Epoch:381]: Training Loss:0.001105 + +2023-06-07 03:39:18,483 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 03:39:30,412 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 03:39:42,210 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.41449, Head : 0.23517, Avg : 0.32483 + +2023-06-07 03:39:42,210 - yago11k_0.00003 - [INFO] - [Epoch 381]: Training Loss: 0.0011055, Valid MRR: 0.32692, + + + +2023-06-07 03:39:42,845 - yago11k_0.00003 - [INFO] - [E:382| 0]: Train Loss:0.0011205, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:40:45,916 - yago11k_0.00003 - [INFO] - [E:382| 100]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:41:48,921 - yago11k_0.00003 - [INFO] - [E:382| 200]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:42:52,017 - yago11k_0.00003 - [INFO] - [E:382| 300]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:43:55,112 - yago11k_0.00003 - [INFO] - [E:382| 400]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:44:58,231 - yago11k_0.00003 - [INFO] - [E:382| 500]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:46:00,957 - yago11k_0.00003 - [INFO] - [E:382| 600]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:46:00,957 - yago11k_0.00003 - [INFO] - [Epoch:382]: Training Loss:0.001106 + +2023-06-07 03:46:01,172 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 03:46:13,110 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 03:46:24,887 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.41622, Head : 0.23369, Avg : 0.32495 + +2023-06-07 03:46:24,887 - yago11k_0.00003 - [INFO] - [Epoch 382]: Training Loss: 0.0011056, Valid MRR: 0.32692, + + + +2023-06-07 03:46:25,527 - yago11k_0.00003 - [INFO] - [E:383| 0]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:47:28,655 - yago11k_0.00003 - [INFO] - [E:383| 100]: Train Loss:0.0011071, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:48:31,788 - yago11k_0.00003 - [INFO] - [E:383| 200]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:49:34,884 - yago11k_0.00003 - [INFO] - [E:383| 300]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:50:37,918 - yago11k_0.00003 - [INFO] - [E:383| 400]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:51:40,994 - yago11k_0.00003 - [INFO] - [E:383| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:52:43,677 - yago11k_0.00003 - [INFO] - [E:383| 600]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:52:43,677 - yago11k_0.00003 - [INFO] - [Epoch:383]: Training Loss:0.001105 + +2023-06-07 03:52:43,893 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 03:52:55,833 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 03:53:07,613 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.41347, Head : 0.23607, Avg : 0.32477 + +2023-06-07 03:53:07,613 - yago11k_0.00003 - [INFO] - [Epoch 383]: Training Loss: 0.0011053, Valid MRR: 0.32692, + + + +2023-06-07 03:53:08,248 - yago11k_0.00003 - [INFO] - [E:384| 0]: Train Loss:0.001093, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:54:11,413 - yago11k_0.00003 - [INFO] - [E:384| 100]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:55:14,534 - yago11k_0.00003 - [INFO] - [E:384| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:56:17,562 - yago11k_0.00003 - [INFO] - [E:384| 300]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:57:20,621 - yago11k_0.00003 - [INFO] - [E:384| 400]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:58:23,708 - yago11k_0.00003 - [INFO] - [E:384| 500]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:59:26,414 - yago11k_0.00003 - [INFO] - [E:384| 600]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 03:59:26,415 - yago11k_0.00003 - [INFO] - [Epoch:384]: Training Loss:0.001105 + +2023-06-07 03:59:26,629 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 03:59:38,575 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 03:59:50,354 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.41454, Head : 0.23338, Avg : 0.32396 + +2023-06-07 03:59:50,354 - yago11k_0.00003 - [INFO] - [Epoch 384]: Training Loss: 0.0011054, Valid MRR: 0.32692, + + + +2023-06-07 03:59:50,992 - yago11k_0.00003 - [INFO] - [E:385| 0]: Train Loss:0.001113, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:00:54,206 - yago11k_0.00003 - [INFO] - [E:385| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:01:57,400 - yago11k_0.00003 - [INFO] - [E:385| 200]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:03:00,608 - yago11k_0.00003 - [INFO] - [E:385| 300]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:04:03,823 - yago11k_0.00003 - [INFO] - [E:385| 400]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:05:06,938 - yago11k_0.00003 - [INFO] - [E:385| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:06:09,656 - yago11k_0.00003 - [INFO] - [E:385| 600]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:06:09,657 - yago11k_0.00003 - [INFO] - [Epoch:385]: Training Loss:0.001105 + +2023-06-07 04:06:09,875 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 04:06:21,858 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 04:06:33,676 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.40944, Head : 0.23627, Avg : 0.32285 + +2023-06-07 04:06:33,676 - yago11k_0.00003 - [INFO] - [Epoch 385]: Training Loss: 0.0011052, Valid MRR: 0.32692, + + + +2023-06-07 04:06:34,313 - yago11k_0.00003 - [INFO] - [E:386| 0]: Train Loss:0.0010982, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:07:37,463 - yago11k_0.00003 - [INFO] - [E:386| 100]: Train Loss:0.0011058, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:08:40,628 - yago11k_0.00003 - [INFO] - [E:386| 200]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:09:43,819 - yago11k_0.00003 - [INFO] - [E:386| 300]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:10:46,863 - yago11k_0.00003 - [INFO] - [E:386| 400]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:11:50,666 - yago11k_0.00003 - [INFO] - [E:386| 500]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:12:53,452 - yago11k_0.00003 - [INFO] - [E:386| 600]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:12:53,452 - yago11k_0.00003 - [INFO] - [Epoch:386]: Training Loss:0.001105 + +2023-06-07 04:12:53,668 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 04:13:06,143 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 04:13:18,113 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.40946, Head : 0.23585, Avg : 0.32266 + +2023-06-07 04:13:18,113 - yago11k_0.00003 - [INFO] - [Epoch 386]: Training Loss: 0.0011054, Valid MRR: 0.32692, + + + +2023-06-07 04:13:18,748 - yago11k_0.00003 - [INFO] - [E:387| 0]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:14:21,802 - yago11k_0.00003 - [INFO] - [E:387| 100]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:15:25,765 - yago11k_0.00003 - [INFO] - [E:387| 200]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:16:37,854 - yago11k_0.00003 - [INFO] - [E:387| 300]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:17:42,914 - yago11k_0.00003 - [INFO] - [E:387| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:19:09,386 - yago11k_0.00003 - [INFO] - [E:387| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:20:32,145 - yago11k_0.00003 - [INFO] - [E:387| 600]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:20:32,146 - yago11k_0.00003 - [INFO] - [Epoch:387]: Training Loss:0.001105 + +2023-06-07 04:20:32,457 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 04:20:49,525 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 04:21:06,401 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.41578, Head : 0.23468, Avg : 0.32523 + +2023-06-07 04:21:06,401 - yago11k_0.00003 - [INFO] - [Epoch 387]: Training Loss: 0.0011053, Valid MRR: 0.32692, + + + +2023-06-07 04:21:07,296 - yago11k_0.00003 - [INFO] - [E:388| 0]: Train Loss:0.0010987, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:22:32,491 - yago11k_0.00003 - [INFO] - [E:388| 100]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:23:58,951 - yago11k_0.00003 - [INFO] - [E:388| 200]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:25:24,074 - yago11k_0.00003 - [INFO] - [E:388| 300]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:26:50,492 - yago11k_0.00003 - [INFO] - [E:388| 400]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:28:15,657 - yago11k_0.00003 - [INFO] - [E:388| 500]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:29:40,134 - yago11k_0.00003 - [INFO] - [E:388| 600]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:29:40,134 - yago11k_0.00003 - [INFO] - [Epoch:388]: Training Loss:0.001105 + +2023-06-07 04:29:40,446 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 04:29:57,546 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 04:30:14,417 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.41292, Head : 0.23538, Avg : 0.32415 + +2023-06-07 04:30:14,417 - yago11k_0.00003 - [INFO] - [Epoch 388]: Training Loss: 0.001105, Valid MRR: 0.32692, + + + +2023-06-07 04:30:15,305 - yago11k_0.00003 - [INFO] - [E:389| 0]: Train Loss:0.0010937, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:31:40,868 - yago11k_0.00003 - [INFO] - [E:389| 100]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:33:06,926 - yago11k_0.00003 - [INFO] - [E:389| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:34:32,086 - yago11k_0.00003 - [INFO] - [E:389| 300]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:35:58,531 - yago11k_0.00003 - [INFO] - [E:389| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:37:23,889 - yago11k_0.00003 - [INFO] - [E:389| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:38:48,407 - yago11k_0.00003 - [INFO] - [E:389| 600]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:38:48,407 - yago11k_0.00003 - [INFO] - [Epoch:389]: Training Loss:0.001105 + +2023-06-07 04:38:48,720 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 04:39:05,794 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 04:39:22,646 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.41235, Head : 0.23448, Avg : 0.32341 + MR: Tail : 697.54, Head : 1039.9, Avg : 868.72 + Hit-1: Tail : 0.32981, Head : 0.19339, Avg : 0.2616 + Hit-3: Tail : 0.44582, Head : 0.22756, Avg : 0.33669 + Hit-10: Tail : 0.57974, Head : 0.31564, Avg : 0.44769 +2023-06-07 04:39:22,646 - yago11k_0.00003 - [INFO] - [Epoch 389]: Training Loss: 0.0011051, Valid MRR: 0.32692, + + + +2023-06-07 04:39:23,534 - yago11k_0.00003 - [INFO] - [E:390| 0]: Train Loss:0.0011114, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:40:49,763 - yago11k_0.00003 - [INFO] - [E:390| 100]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:42:15,323 - yago11k_0.00003 - [INFO] - [E:390| 200]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:43:40,390 - yago11k_0.00003 - [INFO] - [E:390| 300]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:45:06,826 - yago11k_0.00003 - [INFO] - [E:390| 400]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:46:31,923 - yago11k_0.00003 - [INFO] - [E:390| 500]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:47:57,054 - yago11k_0.00003 - [INFO] - [E:390| 600]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:47:57,054 - yago11k_0.00003 - [INFO] - [Epoch:390]: Training Loss:0.001105 + +2023-06-07 04:47:57,331 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 04:48:13,627 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 04:48:30,493 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.4138, Head : 0.23534, Avg : 0.32457 + +2023-06-07 04:48:30,493 - yago11k_0.00003 - [INFO] - [Epoch 390]: Training Loss: 0.0011053, Valid MRR: 0.32692, + + + +2023-06-07 04:48:31,384 - yago11k_0.00003 - [INFO] - [E:391| 0]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:49:57,838 - yago11k_0.00003 - [INFO] - [E:391| 100]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:51:22,962 - yago11k_0.00003 - [INFO] - [E:391| 200]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:52:48,326 - yago11k_0.00003 - [INFO] - [E:391| 300]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:54:14,827 - yago11k_0.00003 - [INFO] - [E:391| 400]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:55:39,924 - yago11k_0.00003 - [INFO] - [E:391| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:57:05,830 - yago11k_0.00003 - [INFO] - [E:391| 600]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:57:05,830 - yago11k_0.00003 - [INFO] - [Epoch:391]: Training Loss:0.001105 + +2023-06-07 04:57:06,141 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 04:57:21,609 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 04:57:38,205 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.41192, Head : 0.23472, Avg : 0.32332 + +2023-06-07 04:57:38,205 - yago11k_0.00003 - [INFO] - [Epoch 391]: Training Loss: 0.0011051, Valid MRR: 0.32692, + + + +2023-06-07 04:57:39,090 - yago11k_0.00003 - [INFO] - [E:392| 0]: Train Loss:0.0010967, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 04:59:05,548 - yago11k_0.00003 - [INFO] - [E:392| 100]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:00:30,673 - yago11k_0.00003 - [INFO] - [E:392| 200]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:01:56,339 - yago11k_0.00003 - [INFO] - [E:392| 300]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:03:22,432 - yago11k_0.00003 - [INFO] - [E:392| 400]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:04:47,746 - yago11k_0.00003 - [INFO] - [E:392| 500]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:06:13,611 - yago11k_0.00003 - [INFO] - [E:392| 600]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:06:13,611 - yago11k_0.00003 - [INFO] - [Epoch:392]: Training Loss:0.001105 + +2023-06-07 05:06:13,923 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 05:06:30,483 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 05:06:46,284 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.40961, Head : 0.23499, Avg : 0.3223 + +2023-06-07 05:06:46,285 - yago11k_0.00003 - [INFO] - [Epoch 392]: Training Loss: 0.001105, Valid MRR: 0.32692, + + + +2023-06-07 05:06:47,181 - yago11k_0.00003 - [INFO] - [E:393| 0]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:08:13,641 - yago11k_0.00003 - [INFO] - [E:393| 100]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:09:39,018 - yago11k_0.00003 - [INFO] - [E:393| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:11:05,444 - yago11k_0.00003 - [INFO] - [E:393| 300]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:12:30,892 - yago11k_0.00003 - [INFO] - [E:393| 400]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:13:56,258 - yago11k_0.00003 - [INFO] - [E:393| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:15:22,172 - yago11k_0.00003 - [INFO] - [E:393| 600]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:15:22,173 - yago11k_0.00003 - [INFO] - [Epoch:393]: Training Loss:0.001105 + +2023-06-07 05:15:22,482 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 05:15:39,667 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 05:15:55,217 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.41078, Head : 0.23537, Avg : 0.32307 + +2023-06-07 05:15:55,217 - yago11k_0.00003 - [INFO] - [Epoch 393]: Training Loss: 0.0011051, Valid MRR: 0.32692, + + + +2023-06-07 05:15:56,031 - yago11k_0.00003 - [INFO] - [E:394| 0]: Train Loss:0.0011155, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:17:22,273 - yago11k_0.00003 - [INFO] - [E:394| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:18:47,576 - yago11k_0.00003 - [INFO] - [E:394| 200]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:20:14,112 - yago11k_0.00003 - [INFO] - [E:394| 300]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:21:39,517 - yago11k_0.00003 - [INFO] - [E:394| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:23:04,868 - yago11k_0.00003 - [INFO] - [E:394| 500]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:24:30,790 - yago11k_0.00003 - [INFO] - [E:394| 600]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:24:30,790 - yago11k_0.00003 - [INFO] - [Epoch:394]: Training Loss:0.001105 + +2023-06-07 05:24:31,103 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 05:24:48,185 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 05:25:04,623 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.41008, Head : 0.23487, Avg : 0.32247 + +2023-06-07 05:25:04,623 - yago11k_0.00003 - [INFO] - [Epoch 394]: Training Loss: 0.0011047, Valid MRR: 0.32692, + + + +2023-06-07 05:25:05,434 - yago11k_0.00003 - [INFO] - [E:395| 0]: Train Loss:0.0010835, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:26:31,003 - yago11k_0.00003 - [INFO] - [E:395| 100]: Train Loss:0.001106, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:27:56,356 - yago11k_0.00003 - [INFO] - [E:395| 200]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:29:22,817 - yago11k_0.00003 - [INFO] - [E:395| 300]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:30:48,166 - yago11k_0.00003 - [INFO] - [E:395| 400]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:32:13,649 - yago11k_0.00003 - [INFO] - [E:395| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:33:39,459 - yago11k_0.00003 - [INFO] - [E:395| 600]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:33:39,459 - yago11k_0.00003 - [INFO] - [Epoch:395]: Training Loss:0.001105 + +2023-06-07 05:33:39,771 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 05:33:56,845 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 05:34:13,705 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.41169, Head : 0.2355, Avg : 0.32359 + +2023-06-07 05:34:13,706 - yago11k_0.00003 - [INFO] - [Epoch 395]: Training Loss: 0.0011049, Valid MRR: 0.32692, + + + +2023-06-07 05:34:14,596 - yago11k_0.00003 - [INFO] - [E:396| 0]: Train Loss:0.0010898, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:35:40,010 - yago11k_0.00003 - [INFO] - [E:396| 100]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:37:05,324 - yago11k_0.00003 - [INFO] - [E:396| 200]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:38:31,769 - yago11k_0.00003 - [INFO] - [E:396| 300]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:39:57,088 - yago11k_0.00003 - [INFO] - [E:396| 400]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:41:23,134 - yago11k_0.00003 - [INFO] - [E:396| 500]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:42:48,353 - yago11k_0.00003 - [INFO] - [E:396| 600]: Train Loss:0.0011045, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:42:48,354 - yago11k_0.00003 - [INFO] - [Epoch:396]: Training Loss:0.001104 + +2023-06-07 05:42:48,664 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 05:43:05,739 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 05:43:22,599 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.41244, Head : 0.23496, Avg : 0.3237 + +2023-06-07 05:43:22,599 - yago11k_0.00003 - [INFO] - [Epoch 396]: Training Loss: 0.0011045, Valid MRR: 0.32692, + + + +2023-06-07 05:43:23,498 - yago11k_0.00003 - [INFO] - [E:397| 0]: Train Loss:0.0010945, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:44:49,060 - yago11k_0.00003 - [INFO] - [E:397| 100]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:46:14,724 - yago11k_0.00003 - [INFO] - [E:397| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:47:41,459 - yago11k_0.00003 - [INFO] - [E:397| 300]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:49:06,861 - yago11k_0.00003 - [INFO] - [E:397| 400]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:50:33,686 - yago11k_0.00003 - [INFO] - [E:397| 500]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:51:58,833 - yago11k_0.00003 - [INFO] - [E:397| 600]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:51:58,833 - yago11k_0.00003 - [INFO] - [Epoch:397]: Training Loss:0.001104 + +2023-06-07 05:51:59,143 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 05:52:16,153 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 05:52:32,856 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.41132, Head : 0.23477, Avg : 0.32305 + +2023-06-07 05:52:32,856 - yago11k_0.00003 - [INFO] - [Epoch 397]: Training Loss: 0.0011043, Valid MRR: 0.32692, + + + +2023-06-07 05:52:33,750 - yago11k_0.00003 - [INFO] - [E:398| 0]: Train Loss:0.0011084, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:53:59,381 - yago11k_0.00003 - [INFO] - [E:398| 100]: Train Loss:0.0011069, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:55:25,455 - yago11k_0.00003 - [INFO] - [E:398| 200]: Train Loss:0.0011064, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:56:52,023 - yago11k_0.00003 - [INFO] - [E:398| 300]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:58:17,601 - yago11k_0.00003 - [INFO] - [E:398| 400]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 05:59:44,539 - yago11k_0.00003 - [INFO] - [E:398| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:01:09,579 - yago11k_0.00003 - [INFO] - [E:398| 600]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:01:09,579 - yago11k_0.00003 - [INFO] - [Epoch:398]: Training Loss:0.001105 + +2023-06-07 06:01:09,890 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 06:01:27,003 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 06:01:43,845 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.41348, Head : 0.23388, Avg : 0.32368 + +2023-06-07 06:01:43,846 - yago11k_0.00003 - [INFO] - [Epoch 398]: Training Loss: 0.0011046, Valid MRR: 0.32692, + + + +2023-06-07 06:01:44,741 - yago11k_0.00003 - [INFO] - [E:399| 0]: Train Loss:0.0010909, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:03:10,118 - yago11k_0.00003 - [INFO] - [E:399| 100]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:04:36,480 - yago11k_0.00003 - [INFO] - [E:399| 200]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:06:01,992 - yago11k_0.00003 - [INFO] - [E:399| 300]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:07:27,128 - yago11k_0.00003 - [INFO] - [E:399| 400]: Train Loss:0.0011045, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:08:53,603 - yago11k_0.00003 - [INFO] - [E:399| 500]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:10:18,371 - yago11k_0.00003 - [INFO] - [E:399| 600]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:10:18,371 - yago11k_0.00003 - [INFO] - [Epoch:399]: Training Loss:0.001104 + +2023-06-07 06:10:18,683 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 06:10:35,759 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 06:10:52,631 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.41252, Head : 0.23588, Avg : 0.3242 + MR: Tail : 670.63, Head : 1029.9, Avg : 850.25 + Hit-1: Tail : 0.33231, Head : 0.19492, Avg : 0.26361 + Hit-3: Tail : 0.43776, Head : 0.22895, Avg : 0.33336 + Hit-10: Tail : 0.58099, Head : 0.3212, Avg : 0.4511 +2023-06-07 06:10:52,631 - yago11k_0.00003 - [INFO] - [Epoch 399]: Training Loss: 0.0011044, Valid MRR: 0.32692, + + + +2023-06-07 06:10:53,532 - yago11k_0.00003 - [INFO] - [E:400| 0]: Train Loss:0.0010932, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:12:18,985 - yago11k_0.00003 - [INFO] - [E:400| 100]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:13:45,453 - yago11k_0.00003 - [INFO] - [E:400| 200]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:15:10,938 - yago11k_0.00003 - [INFO] - [E:400| 300]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:16:36,112 - yago11k_0.00003 - [INFO] - [E:400| 400]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:18:02,581 - yago11k_0.00003 - [INFO] - [E:400| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:19:27,187 - yago11k_0.00003 - [INFO] - [E:400| 600]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:19:27,188 - yago11k_0.00003 - [INFO] - [Epoch:400]: Training Loss:0.001105 + +2023-06-07 06:19:27,499 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 06:19:44,596 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 06:20:01,469 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.4145, Head : 0.23298, Avg : 0.32374 + +2023-06-07 06:20:01,469 - yago11k_0.00003 - [INFO] - [Epoch 400]: Training Loss: 0.0011046, Valid MRR: 0.32692, + + + +2023-06-07 06:20:02,361 - yago11k_0.00003 - [INFO] - [E:401| 0]: Train Loss:0.0011274, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:21:27,878 - yago11k_0.00003 - [INFO] - [E:401| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:22:54,279 - yago11k_0.00003 - [INFO] - [E:401| 200]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:24:19,625 - yago11k_0.00003 - [INFO] - [E:401| 300]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:25:45,027 - yago11k_0.00003 - [INFO] - [E:401| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:27:11,557 - yago11k_0.00003 - [INFO] - [E:401| 500]: Train Loss:0.0011045, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:28:36,301 - yago11k_0.00003 - [INFO] - [E:401| 600]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:28:36,302 - yago11k_0.00003 - [INFO] - [Epoch:401]: Training Loss:0.001105 + +2023-06-07 06:28:36,613 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 06:28:53,689 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 06:29:10,555 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.41397, Head : 0.23404, Avg : 0.32401 + +2023-06-07 06:29:10,555 - yago11k_0.00003 - [INFO] - [Epoch 401]: Training Loss: 0.0011047, Valid MRR: 0.32692, + + + +2023-06-07 06:29:11,439 - yago11k_0.00003 - [INFO] - [E:402| 0]: Train Loss:0.0010994, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:30:36,764 - yago11k_0.00003 - [INFO] - [E:402| 100]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:32:03,231 - yago11k_0.00003 - [INFO] - [E:402| 200]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:33:28,561 - yago11k_0.00003 - [INFO] - [E:402| 300]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:34:54,454 - yago11k_0.00003 - [INFO] - [E:402| 400]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:36:20,393 - yago11k_0.00003 - [INFO] - [E:402| 500]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:37:45,132 - yago11k_0.00003 - [INFO] - [E:402| 600]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:37:45,132 - yago11k_0.00003 - [INFO] - [Epoch:402]: Training Loss:0.001104 + +2023-06-07 06:37:45,442 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 06:38:02,535 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 06:38:19,420 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.41327, Head : 0.23549, Avg : 0.32438 + +2023-06-07 06:38:19,420 - yago11k_0.00003 - [INFO] - [Epoch 402]: Training Loss: 0.0011044, Valid MRR: 0.32692, + + + +2023-06-07 06:38:20,312 - yago11k_0.00003 - [INFO] - [E:403| 0]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:39:45,787 - yago11k_0.00003 - [INFO] - [E:403| 100]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:41:12,320 - yago11k_0.00003 - [INFO] - [E:403| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:42:37,737 - yago11k_0.00003 - [INFO] - [E:403| 300]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:44:04,269 - yago11k_0.00003 - [INFO] - [E:403| 400]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:45:29,689 - yago11k_0.00003 - [INFO] - [E:403| 500]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:46:54,307 - yago11k_0.00003 - [INFO] - [E:403| 600]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:46:54,307 - yago11k_0.00003 - [INFO] - [Epoch:403]: Training Loss:0.001104 + +2023-06-07 06:46:54,617 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 06:47:11,700 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 06:47:28,583 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.41157, Head : 0.23566, Avg : 0.32362 + +2023-06-07 06:47:28,583 - yago11k_0.00003 - [INFO] - [Epoch 403]: Training Loss: 0.0011044, Valid MRR: 0.32692, + + + +2023-06-07 06:47:29,439 - yago11k_0.00003 - [INFO] - [E:404| 0]: Train Loss:0.0011139, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:48:55,100 - yago11k_0.00003 - [INFO] - [E:404| 100]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:50:21,892 - yago11k_0.00003 - [INFO] - [E:404| 200]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:51:47,783 - yago11k_0.00003 - [INFO] - [E:404| 300]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:53:14,636 - yago11k_0.00003 - [INFO] - [E:404| 400]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:54:40,285 - yago11k_0.00003 - [INFO] - [E:404| 500]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:56:05,432 - yago11k_0.00003 - [INFO] - [E:404| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:56:05,432 - yago11k_0.00003 - [INFO] - [Epoch:404]: Training Loss:0.001104 + +2023-06-07 06:56:05,738 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 06:56:22,627 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 06:56:39,312 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.41444, Head : 0.23403, Avg : 0.32424 + +2023-06-07 06:56:39,312 - yago11k_0.00003 - [INFO] - [Epoch 404]: Training Loss: 0.001104, Valid MRR: 0.32692, + + + +2023-06-07 06:56:40,192 - yago11k_0.00003 - [INFO] - [E:405| 0]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:58:07,066 - yago11k_0.00003 - [INFO] - [E:405| 100]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 06:59:32,889 - yago11k_0.00003 - [INFO] - [E:405| 200]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:00:58,748 - yago11k_0.00003 - [INFO] - [E:405| 300]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:02:25,803 - yago11k_0.00003 - [INFO] - [E:405| 400]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:03:51,596 - yago11k_0.00003 - [INFO] - [E:405| 500]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:05:17,515 - yago11k_0.00003 - [INFO] - [E:405| 600]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:05:17,516 - yago11k_0.00003 - [INFO] - [Epoch:405]: Training Loss:0.001104 + +2023-06-07 07:05:17,792 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 07:05:33,990 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 07:05:50,757 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.40978, Head : 0.23282, Avg : 0.3213 + +2023-06-07 07:05:50,758 - yago11k_0.00003 - [INFO] - [Epoch 405]: Training Loss: 0.0011042, Valid MRR: 0.32692, + + + +2023-06-07 07:05:51,605 - yago11k_0.00003 - [INFO] - [E:406| 0]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:07:18,459 - yago11k_0.00003 - [INFO] - [E:406| 100]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:08:44,073 - yago11k_0.00003 - [INFO] - [E:406| 200]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:10:09,896 - yago11k_0.00003 - [INFO] - [E:406| 300]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:11:36,873 - yago11k_0.00003 - [INFO] - [E:406| 400]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:13:02,623 - yago11k_0.00003 - [INFO] - [E:406| 500]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:14:28,963 - yago11k_0.00003 - [INFO] - [E:406| 600]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:14:28,963 - yago11k_0.00003 - [INFO] - [Epoch:406]: Training Loss:0.001105 + +2023-06-07 07:14:29,275 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 07:14:45,140 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 07:15:01,401 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.41281, Head : 0.23298, Avg : 0.32289 + +2023-06-07 07:15:01,401 - yago11k_0.00003 - [INFO] - [Epoch 406]: Training Loss: 0.0011046, Valid MRR: 0.32692, + + + +2023-06-07 07:15:02,279 - yago11k_0.00003 - [INFO] - [E:407| 0]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:16:29,241 - yago11k_0.00003 - [INFO] - [E:407| 100]: Train Loss:0.0011069, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:17:54,817 - yago11k_0.00003 - [INFO] - [E:407| 200]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:19:21,472 - yago11k_0.00003 - [INFO] - [E:407| 300]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:20:47,735 - yago11k_0.00003 - [INFO] - [E:407| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:22:13,451 - yago11k_0.00003 - [INFO] - [E:407| 500]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:23:39,461 - yago11k_0.00003 - [INFO] - [E:407| 600]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:23:39,461 - yago11k_0.00003 - [INFO] - [Epoch:407]: Training Loss:0.001104 + +2023-06-07 07:23:39,772 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 07:23:56,882 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 07:24:12,124 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.41299, Head : 0.23365, Avg : 0.32332 + +2023-06-07 07:24:12,124 - yago11k_0.00003 - [INFO] - [Epoch 407]: Training Loss: 0.0011042, Valid MRR: 0.32692, + + + +2023-06-07 07:24:13,003 - yago11k_0.00003 - [INFO] - [E:408| 0]: Train Loss:0.0010982, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:25:39,631 - yago11k_0.00003 - [INFO] - [E:408| 100]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:27:05,115 - yago11k_0.00003 - [INFO] - [E:408| 200]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:28:31,633 - yago11k_0.00003 - [INFO] - [E:408| 300]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:29:57,054 - yago11k_0.00003 - [INFO] - [E:408| 400]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:31:22,492 - yago11k_0.00003 - [INFO] - [E:408| 500]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:32:48,450 - yago11k_0.00003 - [INFO] - [E:408| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:32:48,451 - yago11k_0.00003 - [INFO] - [Epoch:408]: Training Loss:0.001104 + +2023-06-07 07:32:48,770 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 07:33:05,840 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 07:33:22,097 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.40789, Head : 0.23337, Avg : 0.32063 + +2023-06-07 07:33:22,097 - yago11k_0.00003 - [INFO] - [Epoch 408]: Training Loss: 0.001104, Valid MRR: 0.32692, + + + +2023-06-07 07:33:22,908 - yago11k_0.00003 - [INFO] - [E:409| 0]: Train Loss:0.0010842, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:34:48,710 - yago11k_0.00003 - [INFO] - [E:409| 100]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:36:14,257 - yago11k_0.00003 - [INFO] - [E:409| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:37:40,809 - yago11k_0.00003 - [INFO] - [E:409| 300]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:39:06,234 - yago11k_0.00003 - [INFO] - [E:409| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:40:31,604 - yago11k_0.00003 - [INFO] - [E:409| 500]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:41:57,597 - yago11k_0.00003 - [INFO] - [E:409| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:41:57,597 - yago11k_0.00003 - [INFO] - [Epoch:409]: Training Loss:0.001104 + +2023-06-07 07:41:57,908 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 07:42:14,993 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 07:42:31,878 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.41286, Head : 0.23455, Avg : 0.32371 + MR: Tail : 695.49, Head : 1026.0, Avg : 860.75 + Hit-1: Tail : 0.32787, Head : 0.19394, Avg : 0.26091 + Hit-3: Tail : 0.44735, Head : 0.22812, Avg : 0.33773 + Hit-10: Tail : 0.58016, Head : 0.31175, Avg : 0.44596 +2023-06-07 07:42:31,878 - yago11k_0.00003 - [INFO] - [Epoch 409]: Training Loss: 0.001104, Valid MRR: 0.32692, + + + +2023-06-07 07:42:32,773 - yago11k_0.00003 - [INFO] - [E:410| 0]: Train Loss:0.0011214, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:43:58,250 - yago11k_0.00003 - [INFO] - [E:410| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:45:23,673 - yago11k_0.00003 - [INFO] - [E:410| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:46:40,537 - yago11k_0.00003 - [INFO] - [E:410| 300]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:47:44,301 - yago11k_0.00003 - [INFO] - [E:410| 400]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:48:47,447 - yago11k_0.00003 - [INFO] - [E:410| 500]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:49:50,842 - yago11k_0.00003 - [INFO] - [E:410| 600]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:49:50,842 - yago11k_0.00003 - [INFO] - [Epoch:410]: Training Loss:0.001104 + +2023-06-07 07:49:51,058 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 07:50:03,269 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 07:50:15,518 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.41473, Head : 0.23526, Avg : 0.325 + +2023-06-07 07:50:15,518 - yago11k_0.00003 - [INFO] - [Epoch 410]: Training Loss: 0.0011037, Valid MRR: 0.32692, + + + +2023-06-07 07:50:16,155 - yago11k_0.00003 - [INFO] - [E:411| 0]: Train Loss:0.0011121, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:51:30,048 - yago11k_0.00003 - [INFO] - [E:411| 100]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:52:56,471 - yago11k_0.00003 - [INFO] - [E:411| 200]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:54:19,762 - yago11k_0.00003 - [INFO] - [E:411| 300]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:55:44,820 - yago11k_0.00003 - [INFO] - [E:411| 400]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:57:11,271 - yago11k_0.00003 - [INFO] - [E:411| 500]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:58:35,708 - yago11k_0.00003 - [INFO] - [E:411| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 07:58:35,709 - yago11k_0.00003 - [INFO] - [Epoch:411]: Training Loss:0.001104 + +2023-06-07 07:58:36,027 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 07:58:53,090 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 07:59:09,928 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.41354, Head : 0.23551, Avg : 0.32452 + +2023-06-07 07:59:09,929 - yago11k_0.00003 - [INFO] - [Epoch 411]: Training Loss: 0.001104, Valid MRR: 0.32692, + + + +2023-06-07 07:59:10,827 - yago11k_0.00003 - [INFO] - [E:412| 0]: Train Loss:0.0011073, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:00:35,907 - yago11k_0.00003 - [INFO] - [E:412| 100]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:02:02,253 - yago11k_0.00003 - [INFO] - [E:412| 200]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:03:27,359 - yago11k_0.00003 - [INFO] - [E:412| 300]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:04:52,886 - yago11k_0.00003 - [INFO] - [E:412| 400]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:06:18,637 - yago11k_0.00003 - [INFO] - [E:412| 500]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:07:43,038 - yago11k_0.00003 - [INFO] - [E:412| 600]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:07:43,038 - yago11k_0.00003 - [INFO] - [Epoch:412]: Training Loss:0.001104 + +2023-06-07 08:07:43,348 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 08:08:00,402 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 08:08:17,238 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.40878, Head : 0.23671, Avg : 0.32275 + +2023-06-07 08:08:17,238 - yago11k_0.00003 - [INFO] - [Epoch 412]: Training Loss: 0.0011041, Valid MRR: 0.32692, + + + +2023-06-07 08:08:18,123 - yago11k_0.00003 - [INFO] - [E:413| 0]: Train Loss:0.0010902, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:09:43,444 - yago11k_0.00003 - [INFO] - [E:413| 100]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:11:09,806 - yago11k_0.00003 - [INFO] - [E:413| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:12:35,035 - yago11k_0.00003 - [INFO] - [E:413| 300]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:14:01,282 - yago11k_0.00003 - [INFO] - [E:413| 400]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:15:26,370 - yago11k_0.00003 - [INFO] - [E:413| 500]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:16:50,965 - yago11k_0.00003 - [INFO] - [E:413| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:16:50,965 - yago11k_0.00003 - [INFO] - [Epoch:413]: Training Loss:0.001104 + +2023-06-07 08:16:51,276 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 08:17:08,312 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 08:17:25,152 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.41106, Head : 0.23519, Avg : 0.32313 + +2023-06-07 08:17:25,152 - yago11k_0.00003 - [INFO] - [Epoch 413]: Training Loss: 0.001104, Valid MRR: 0.32692, + + + +2023-06-07 08:17:26,047 - yago11k_0.00003 - [INFO] - [E:414| 0]: Train Loss:0.0011082, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:18:51,300 - yago11k_0.00003 - [INFO] - [E:414| 100]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:20:17,654 - yago11k_0.00003 - [INFO] - [E:414| 200]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:21:42,874 - yago11k_0.00003 - [INFO] - [E:414| 300]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:23:09,242 - yago11k_0.00003 - [INFO] - [E:414| 400]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:24:34,442 - yago11k_0.00003 - [INFO] - [E:414| 500]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:25:59,024 - yago11k_0.00003 - [INFO] - [E:414| 600]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:25:59,024 - yago11k_0.00003 - [INFO] - [Epoch:414]: Training Loss:0.001104 + +2023-06-07 08:25:59,339 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 08:26:16,391 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 08:26:33,211 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.40863, Head : 0.23327, Avg : 0.32095 + +2023-06-07 08:26:33,211 - yago11k_0.00003 - [INFO] - [Epoch 414]: Training Loss: 0.0011037, Valid MRR: 0.32692, + + + +2023-06-07 08:26:34,104 - yago11k_0.00003 - [INFO] - [E:415| 0]: Train Loss:0.0010927, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:27:59,967 - yago11k_0.00003 - [INFO] - [E:415| 100]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:29:25,496 - yago11k_0.00003 - [INFO] - [E:415| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:30:50,490 - yago11k_0.00003 - [INFO] - [E:415| 300]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:32:16,792 - yago11k_0.00003 - [INFO] - [E:415| 400]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:33:42,058 - yago11k_0.00003 - [INFO] - [E:415| 500]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:35:06,714 - yago11k_0.00003 - [INFO] - [E:415| 600]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:35:06,714 - yago11k_0.00003 - [INFO] - [Epoch:415]: Training Loss:0.001103 + +2023-06-07 08:35:06,989 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 08:35:23,986 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 08:35:40,832 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.41141, Head : 0.23288, Avg : 0.32214 + +2023-06-07 08:35:40,833 - yago11k_0.00003 - [INFO] - [Epoch 415]: Training Loss: 0.0011034, Valid MRR: 0.32692, + + + +2023-06-07 08:35:41,703 - yago11k_0.00003 - [INFO] - [E:416| 0]: Train Loss:0.0011208, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:37:08,032 - yago11k_0.00003 - [INFO] - [E:416| 100]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:38:33,201 - yago11k_0.00003 - [INFO] - [E:416| 200]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:39:58,402 - yago11k_0.00003 - [INFO] - [E:416| 300]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:41:24,791 - yago11k_0.00003 - [INFO] - [E:416| 400]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:42:49,972 - yago11k_0.00003 - [INFO] - [E:416| 500]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:44:15,301 - yago11k_0.00003 - [INFO] - [E:416| 600]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:44:15,301 - yago11k_0.00003 - [INFO] - [Epoch:416]: Training Loss:0.001103 + +2023-06-07 08:44:15,576 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 08:44:31,688 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 08:44:48,525 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.41154, Head : 0.23266, Avg : 0.3221 + +2023-06-07 08:44:48,525 - yago11k_0.00003 - [INFO] - [Epoch 416]: Training Loss: 0.0011034, Valid MRR: 0.32692, + + + +2023-06-07 08:44:49,369 - yago11k_0.00003 - [INFO] - [E:417| 0]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:46:15,704 - yago11k_0.00003 - [INFO] - [E:417| 100]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:47:40,655 - yago11k_0.00003 - [INFO] - [E:417| 200]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:49:05,861 - yago11k_0.00003 - [INFO] - [E:417| 300]: Train Loss:0.0011045, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:50:32,224 - yago11k_0.00003 - [INFO] - [E:417| 400]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:51:57,227 - yago11k_0.00003 - [INFO] - [E:417| 500]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:53:23,005 - yago11k_0.00003 - [INFO] - [E:417| 600]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:53:23,006 - yago11k_0.00003 - [INFO] - [Epoch:417]: Training Loss:0.001103 + +2023-06-07 08:53:23,318 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 08:53:39,109 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 08:53:55,461 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.4119, Head : 0.2327, Avg : 0.3223 + +2023-06-07 08:53:55,461 - yago11k_0.00003 - [INFO] - [Epoch 417]: Training Loss: 0.0011035, Valid MRR: 0.32692, + + + +2023-06-07 08:53:56,352 - yago11k_0.00003 - [INFO] - [E:418| 0]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:55:22,727 - yago11k_0.00003 - [INFO] - [E:418| 100]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:56:47,950 - yago11k_0.00003 - [INFO] - [E:418| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:58:13,625 - yago11k_0.00003 - [INFO] - [E:418| 300]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 08:59:39,484 - yago11k_0.00003 - [INFO] - [E:418| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:01:04,642 - yago11k_0.00003 - [INFO] - [E:418| 500]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:02:30,386 - yago11k_0.00003 - [INFO] - [E:418| 600]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:02:30,386 - yago11k_0.00003 - [INFO] - [Epoch:418]: Training Loss:0.001104 + +2023-06-07 09:02:30,693 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 09:02:47,391 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 09:03:02,729 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.41257, Head : 0.23495, Avg : 0.32376 + +2023-06-07 09:03:02,729 - yago11k_0.00003 - [INFO] - [Epoch 418]: Training Loss: 0.0011037, Valid MRR: 0.32692, + + + +2023-06-07 09:03:03,611 - yago11k_0.00003 - [INFO] - [E:419| 0]: Train Loss:0.0011077, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:04:29,942 - yago11k_0.00003 - [INFO] - [E:419| 100]: Train Loss:0.0011061, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:05:55,207 - yago11k_0.00003 - [INFO] - [E:419| 200]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:07:21,516 - yago11k_0.00003 - [INFO] - [E:419| 300]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:08:46,767 - yago11k_0.00003 - [INFO] - [E:419| 400]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:10:11,722 - yago11k_0.00003 - [INFO] - [E:419| 500]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:11:37,564 - yago11k_0.00003 - [INFO] - [E:419| 600]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:11:37,565 - yago11k_0.00003 - [INFO] - [Epoch:419]: Training Loss:0.001103 + +2023-06-07 09:11:37,881 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 09:11:54,936 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 09:12:10,766 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.41043, Head : 0.23425, Avg : 0.32234 + MR: Tail : 705.76, Head : 1039.0, Avg : 872.37 + Hit-1: Tail : 0.3294, Head : 0.19158, Avg : 0.26049 + Hit-3: Tail : 0.44096, Head : 0.23187, Avg : 0.33641 + Hit-10: Tail : 0.58294, Head : 0.31564, Avg : 0.44929 +2023-06-07 09:12:10,766 - yago11k_0.00003 - [INFO] - [Epoch 419]: Training Loss: 0.0011035, Valid MRR: 0.32692, + + + +2023-06-07 09:12:11,572 - yago11k_0.00003 - [INFO] - [E:420| 0]: Train Loss:0.0010965, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:13:37,653 - yago11k_0.00003 - [INFO] - [E:420| 100]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:15:02,244 - yago11k_0.00003 - [INFO] - [E:420| 200]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:16:05,370 - yago11k_0.00003 - [INFO] - [E:420| 300]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:17:08,429 - yago11k_0.00003 - [INFO] - [E:420| 400]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:18:11,659 - yago11k_0.00003 - [INFO] - [E:420| 500]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:19:14,363 - yago11k_0.00003 - [INFO] - [E:420| 600]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:19:14,363 - yago11k_0.00003 - [INFO] - [Epoch:420]: Training Loss:0.001103 + +2023-06-07 09:19:14,578 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 09:19:26,534 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 09:19:38,316 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.41288, Head : 0.23454, Avg : 0.32371 + +2023-06-07 09:19:38,316 - yago11k_0.00003 - [INFO] - [Epoch 420]: Training Loss: 0.0011033, Valid MRR: 0.32692, + + + +2023-06-07 09:19:38,957 - yago11k_0.00003 - [INFO] - [E:421| 0]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:20:42,166 - yago11k_0.00003 - [INFO] - [E:421| 100]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:21:45,280 - yago11k_0.00003 - [INFO] - [E:421| 200]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:22:48,446 - yago11k_0.00003 - [INFO] - [E:421| 300]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:23:51,601 - yago11k_0.00003 - [INFO] - [E:421| 400]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:24:54,652 - yago11k_0.00003 - [INFO] - [E:421| 500]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:25:57,267 - yago11k_0.00003 - [INFO] - [E:421| 600]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:25:57,267 - yago11k_0.00003 - [INFO] - [Epoch:421]: Training Loss:0.001103 + +2023-06-07 09:25:57,482 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 09:26:09,431 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 09:26:21,282 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.41379, Head : 0.23453, Avg : 0.32416 + +2023-06-07 09:26:21,282 - yago11k_0.00003 - [INFO] - [Epoch 421]: Training Loss: 0.001103, Valid MRR: 0.32692, + + + +2023-06-07 09:26:21,929 - yago11k_0.00003 - [INFO] - [E:422| 0]: Train Loss:0.0010986, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:27:25,128 - yago11k_0.00003 - [INFO] - [E:422| 100]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:28:28,325 - yago11k_0.00003 - [INFO] - [E:422| 200]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:29:31,576 - yago11k_0.00003 - [INFO] - [E:422| 300]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:30:34,662 - yago11k_0.00003 - [INFO] - [E:422| 400]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:31:37,761 - yago11k_0.00003 - [INFO] - [E:422| 500]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:32:40,564 - yago11k_0.00003 - [INFO] - [E:422| 600]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:32:40,565 - yago11k_0.00003 - [INFO] - [Epoch:422]: Training Loss:0.001103 + +2023-06-07 09:32:40,779 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 09:32:52,732 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 09:33:04,515 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.41178, Head : 0.23675, Avg : 0.32427 + +2023-06-07 09:33:04,515 - yago11k_0.00003 - [INFO] - [Epoch 422]: Training Loss: 0.0011031, Valid MRR: 0.32692, + + + +2023-06-07 09:33:05,151 - yago11k_0.00003 - [INFO] - [E:423| 0]: Train Loss:0.0010865, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:34:08,264 - yago11k_0.00003 - [INFO] - [E:423| 100]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:35:11,393 - yago11k_0.00003 - [INFO] - [E:423| 200]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:36:14,507 - yago11k_0.00003 - [INFO] - [E:423| 300]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:37:17,591 - yago11k_0.00003 - [INFO] - [E:423| 400]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:38:20,748 - yago11k_0.00003 - [INFO] - [E:423| 500]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:39:23,381 - yago11k_0.00003 - [INFO] - [E:423| 600]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:39:23,382 - yago11k_0.00003 - [INFO] - [Epoch:423]: Training Loss:0.001103 + +2023-06-07 09:39:23,596 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 09:39:35,544 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 09:39:47,325 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.40953, Head : 0.23367, Avg : 0.3216 + +2023-06-07 09:39:47,325 - yago11k_0.00003 - [INFO] - [Epoch 423]: Training Loss: 0.0011032, Valid MRR: 0.32692, + + + +2023-06-07 09:39:47,962 - yago11k_0.00003 - [INFO] - [E:424| 0]: Train Loss:0.0011153, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:40:51,063 - yago11k_0.00003 - [INFO] - [E:424| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:41:54,298 - yago11k_0.00003 - [INFO] - [E:424| 200]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:42:57,447 - yago11k_0.00003 - [INFO] - [E:424| 300]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:44:00,685 - yago11k_0.00003 - [INFO] - [E:424| 400]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:45:03,768 - yago11k_0.00003 - [INFO] - [E:424| 500]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:46:06,415 - yago11k_0.00003 - [INFO] - [E:424| 600]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:46:06,415 - yago11k_0.00003 - [INFO] - [Epoch:424]: Training Loss:0.001103 + +2023-06-07 09:46:06,629 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 09:46:18,584 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 09:46:30,369 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.41389, Head : 0.23771, Avg : 0.3258 + +2023-06-07 09:46:30,369 - yago11k_0.00003 - [INFO] - [Epoch 424]: Training Loss: 0.0011031, Valid MRR: 0.32692, + + + +2023-06-07 09:46:31,008 - yago11k_0.00003 - [INFO] - [E:425| 0]: Train Loss:0.0011066, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:47:34,137 - yago11k_0.00003 - [INFO] - [E:425| 100]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:48:37,254 - yago11k_0.00003 - [INFO] - [E:425| 200]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:49:40,355 - yago11k_0.00003 - [INFO] - [E:425| 300]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:50:43,518 - yago11k_0.00003 - [INFO] - [E:425| 400]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:51:46,682 - yago11k_0.00003 - [INFO] - [E:425| 500]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:52:49,395 - yago11k_0.00003 - [INFO] - [E:425| 600]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:52:49,395 - yago11k_0.00003 - [INFO] - [Epoch:425]: Training Loss:0.001103 + +2023-06-07 09:52:49,610 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 09:53:01,602 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 09:53:13,385 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.4117, Head : 0.23717, Avg : 0.32444 + +2023-06-07 09:53:13,385 - yago11k_0.00003 - [INFO] - [Epoch 425]: Training Loss: 0.0011032, Valid MRR: 0.32692, + + + +2023-06-07 09:53:14,020 - yago11k_0.00003 - [INFO] - [E:426| 0]: Train Loss:0.0010984, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:54:17,148 - yago11k_0.00003 - [INFO] - [E:426| 100]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:55:20,257 - yago11k_0.00003 - [INFO] - [E:426| 200]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:56:23,452 - yago11k_0.00003 - [INFO] - [E:426| 300]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:57:26,555 - yago11k_0.00003 - [INFO] - [E:426| 400]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:58:29,657 - yago11k_0.00003 - [INFO] - [E:426| 500]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:59:32,366 - yago11k_0.00003 - [INFO] - [E:426| 600]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 09:59:32,366 - yago11k_0.00003 - [INFO] - [Epoch:426]: Training Loss:0.001103 + +2023-06-07 09:59:32,581 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 09:59:44,529 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 09:59:56,310 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.4087, Head : 0.23476, Avg : 0.32173 + +2023-06-07 09:59:56,310 - yago11k_0.00003 - [INFO] - [Epoch 426]: Training Loss: 0.0011029, Valid MRR: 0.32692, + + + +2023-06-07 09:59:56,946 - yago11k_0.00003 - [INFO] - [E:427| 0]: Train Loss:0.0010918, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:01:00,066 - yago11k_0.00003 - [INFO] - [E:427| 100]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:02:03,269 - yago11k_0.00003 - [INFO] - [E:427| 200]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:03:06,486 - yago11k_0.00003 - [INFO] - [E:427| 300]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:04:09,664 - yago11k_0.00003 - [INFO] - [E:427| 400]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:05:12,853 - yago11k_0.00003 - [INFO] - [E:427| 500]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:06:15,533 - yago11k_0.00003 - [INFO] - [E:427| 600]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:06:15,534 - yago11k_0.00003 - [INFO] - [Epoch:427]: Training Loss:0.001103 + +2023-06-07 10:06:15,749 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 10:06:27,696 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 10:06:39,495 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.40927, Head : 0.23465, Avg : 0.32196 + +2023-06-07 10:06:39,495 - yago11k_0.00003 - [INFO] - [Epoch 427]: Training Loss: 0.001103, Valid MRR: 0.32692, + + + +2023-06-07 10:06:40,133 - yago11k_0.00003 - [INFO] - [E:428| 0]: Train Loss:0.0010881, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:07:43,319 - yago11k_0.00003 - [INFO] - [E:428| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:08:46,511 - yago11k_0.00003 - [INFO] - [E:428| 200]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:09:49,709 - yago11k_0.00003 - [INFO] - [E:428| 300]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:10:52,929 - yago11k_0.00003 - [INFO] - [E:428| 400]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:11:56,034 - yago11k_0.00003 - [INFO] - [E:428| 500]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:12:58,734 - yago11k_0.00003 - [INFO] - [E:428| 600]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:12:58,734 - yago11k_0.00003 - [INFO] - [Epoch:428]: Training Loss:0.001103 + +2023-06-07 10:12:58,949 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 10:13:10,893 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 10:13:22,708 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.40868, Head : 0.23687, Avg : 0.32278 + +2023-06-07 10:13:22,708 - yago11k_0.00003 - [INFO] - [Epoch 428]: Training Loss: 0.0011028, Valid MRR: 0.32692, + + + +2023-06-07 10:13:23,346 - yago11k_0.00003 - [INFO] - [E:429| 0]: Train Loss:0.001081, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:14:26,517 - yago11k_0.00003 - [INFO] - [E:429| 100]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:15:29,639 - yago11k_0.00003 - [INFO] - [E:429| 200]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:16:32,796 - yago11k_0.00003 - [INFO] - [E:429| 300]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:17:35,896 - yago11k_0.00003 - [INFO] - [E:429| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:18:39,002 - yago11k_0.00003 - [INFO] - [E:429| 500]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:19:41,796 - yago11k_0.00003 - [INFO] - [E:429| 600]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:19:41,797 - yago11k_0.00003 - [INFO] - [Epoch:429]: Training Loss:0.001103 + +2023-06-07 10:19:42,010 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 10:19:53,967 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 10:20:05,764 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.4102, Head : 0.23581, Avg : 0.323 + MR: Tail : 688.77, Head : 1019.8, Avg : 854.3 + Hit-1: Tail : 0.32453, Head : 0.19617, Avg : 0.26035 + Hit-3: Tail : 0.44901, Head : 0.23048, Avg : 0.33975 + Hit-10: Tail : 0.58363, Head : 0.31189, Avg : 0.44776 +2023-06-07 10:20:05,764 - yago11k_0.00003 - [INFO] - [Epoch 429]: Training Loss: 0.0011026, Valid MRR: 0.32692, + + + +2023-06-07 10:20:06,403 - yago11k_0.00003 - [INFO] - [E:430| 0]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:21:09,600 - yago11k_0.00003 - [INFO] - [E:430| 100]: Train Loss:0.0011063, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:22:12,850 - yago11k_0.00003 - [INFO] - [E:430| 200]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:23:16,083 - yago11k_0.00003 - [INFO] - [E:430| 300]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:24:19,223 - yago11k_0.00003 - [INFO] - [E:430| 400]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:25:22,389 - yago11k_0.00003 - [INFO] - [E:430| 500]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:26:25,172 - yago11k_0.00003 - [INFO] - [E:430| 600]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:26:25,173 - yago11k_0.00003 - [INFO] - [Epoch:430]: Training Loss:0.001103 + +2023-06-07 10:26:25,388 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 10:26:37,370 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 10:26:49,187 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.413, Head : 0.23552, Avg : 0.32426 + +2023-06-07 10:26:49,187 - yago11k_0.00003 - [INFO] - [Epoch 430]: Training Loss: 0.0011027, Valid MRR: 0.32692, + + + +2023-06-07 10:26:49,826 - yago11k_0.00003 - [INFO] - [E:431| 0]: Train Loss:0.0010921, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:27:52,981 - yago11k_0.00003 - [INFO] - [E:431| 100]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:28:56,174 - yago11k_0.00003 - [INFO] - [E:431| 200]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:29:59,290 - yago11k_0.00003 - [INFO] - [E:431| 300]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:31:02,502 - yago11k_0.00003 - [INFO] - [E:431| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:32:05,663 - yago11k_0.00003 - [INFO] - [E:431| 500]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:33:08,484 - yago11k_0.00003 - [INFO] - [E:431| 600]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:33:08,484 - yago11k_0.00003 - [INFO] - [Epoch:431]: Training Loss:0.001103 + +2023-06-07 10:33:08,699 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 10:33:20,673 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 10:33:32,483 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.41254, Head : 0.23517, Avg : 0.32386 + +2023-06-07 10:33:32,483 - yago11k_0.00003 - [INFO] - [Epoch 431]: Training Loss: 0.0011025, Valid MRR: 0.32692, + + + +2023-06-07 10:33:33,122 - yago11k_0.00003 - [INFO] - [E:432| 0]: Train Loss:0.0011176, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:34:36,399 - yago11k_0.00003 - [INFO] - [E:432| 100]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:35:39,652 - yago11k_0.00003 - [INFO] - [E:432| 200]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:36:42,789 - yago11k_0.00003 - [INFO] - [E:432| 300]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:37:46,012 - yago11k_0.00003 - [INFO] - [E:432| 400]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:38:49,192 - yago11k_0.00003 - [INFO] - [E:432| 500]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:39:52,045 - yago11k_0.00003 - [INFO] - [E:432| 600]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:39:52,045 - yago11k_0.00003 - [INFO] - [Epoch:432]: Training Loss:0.001103 + +2023-06-07 10:39:52,260 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 10:40:04,257 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 10:40:16,094 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.41138, Head : 0.23488, Avg : 0.32313 + +2023-06-07 10:40:16,094 - yago11k_0.00003 - [INFO] - [Epoch 432]: Training Loss: 0.0011027, Valid MRR: 0.32692, + + + +2023-06-07 10:40:16,733 - yago11k_0.00003 - [INFO] - [E:433| 0]: Train Loss:0.0010959, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:41:19,967 - yago11k_0.00003 - [INFO] - [E:433| 100]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:42:23,235 - yago11k_0.00003 - [INFO] - [E:433| 200]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:43:26,503 - yago11k_0.00003 - [INFO] - [E:433| 300]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:44:29,721 - yago11k_0.00003 - [INFO] - [E:433| 400]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:45:32,990 - yago11k_0.00003 - [INFO] - [E:433| 500]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:46:35,816 - yago11k_0.00003 - [INFO] - [E:433| 600]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:46:35,816 - yago11k_0.00003 - [INFO] - [Epoch:433]: Training Loss:0.001102 + +2023-06-07 10:46:36,031 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 10:46:48,005 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 10:46:59,813 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.41077, Head : 0.23743, Avg : 0.3241 + +2023-06-07 10:46:59,814 - yago11k_0.00003 - [INFO] - [Epoch 433]: Training Loss: 0.0011025, Valid MRR: 0.32692, + + + +2023-06-07 10:47:00,451 - yago11k_0.00003 - [INFO] - [E:434| 0]: Train Loss:0.0011142, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:48:03,658 - yago11k_0.00003 - [INFO] - [E:434| 100]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:49:06,891 - yago11k_0.00003 - [INFO] - [E:434| 200]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:50:10,170 - yago11k_0.00003 - [INFO] - [E:434| 300]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:51:13,355 - yago11k_0.00003 - [INFO] - [E:434| 400]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:52:16,541 - yago11k_0.00003 - [INFO] - [E:434| 500]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:53:19,240 - yago11k_0.00003 - [INFO] - [E:434| 600]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:53:19,240 - yago11k_0.00003 - [INFO] - [Epoch:434]: Training Loss:0.001103 + +2023-06-07 10:53:19,454 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 10:53:31,430 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 10:53:43,243 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.41143, Head : 0.23673, Avg : 0.32408 + +2023-06-07 10:53:43,243 - yago11k_0.00003 - [INFO] - [Epoch 434]: Training Loss: 0.0011026, Valid MRR: 0.32692, + + + +2023-06-07 10:53:43,883 - yago11k_0.00003 - [INFO] - [E:435| 0]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:54:47,062 - yago11k_0.00003 - [INFO] - [E:435| 100]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:55:50,344 - yago11k_0.00003 - [INFO] - [E:435| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:56:53,618 - yago11k_0.00003 - [INFO] - [E:435| 300]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:57:56,909 - yago11k_0.00003 - [INFO] - [E:435| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 10:59:00,110 - yago11k_0.00003 - [INFO] - [E:435| 500]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:00:02,835 - yago11k_0.00003 - [INFO] - [E:435| 600]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:00:02,835 - yago11k_0.00003 - [INFO] - [Epoch:435]: Training Loss:0.001103 + +2023-06-07 11:00:03,050 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 11:00:15,025 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 11:00:26,831 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.41479, Head : 0.23578, Avg : 0.32528 + +2023-06-07 11:00:26,831 - yago11k_0.00003 - [INFO] - [Epoch 435]: Training Loss: 0.0011028, Valid MRR: 0.32692, + + + +2023-06-07 11:00:27,476 - yago11k_0.00003 - [INFO] - [E:436| 0]: Train Loss:0.0011241, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:01:30,642 - yago11k_0.00003 - [INFO] - [E:436| 100]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:02:33,764 - yago11k_0.00003 - [INFO] - [E:436| 200]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:03:36,931 - yago11k_0.00003 - [INFO] - [E:436| 300]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:04:40,149 - yago11k_0.00003 - [INFO] - [E:436| 400]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:05:43,284 - yago11k_0.00003 - [INFO] - [E:436| 500]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:06:46,114 - yago11k_0.00003 - [INFO] - [E:436| 600]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:06:46,114 - yago11k_0.00003 - [INFO] - [Epoch:436]: Training Loss:0.001102 + +2023-06-07 11:06:46,329 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 11:06:58,318 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 11:07:10,122 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.41421, Head : 0.2345, Avg : 0.32436 + +2023-06-07 11:07:10,122 - yago11k_0.00003 - [INFO] - [Epoch 436]: Training Loss: 0.0011025, Valid MRR: 0.32692, + + + +2023-06-07 11:07:10,759 - yago11k_0.00003 - [INFO] - [E:437| 0]: Train Loss:0.0011136, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:08:13,808 - yago11k_0.00003 - [INFO] - [E:437| 100]: Train Loss:0.0010995, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:09:17,652 - yago11k_0.00003 - [INFO] - [E:437| 200]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:10:29,536 - yago11k_0.00003 - [INFO] - [E:437| 300]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:11:33,303 - yago11k_0.00003 - [INFO] - [E:437| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:12:51,603 - yago11k_0.00003 - [INFO] - [E:437| 500]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:14:15,011 - yago11k_0.00003 - [INFO] - [E:437| 600]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:14:15,011 - yago11k_0.00003 - [INFO] - [Epoch:437]: Training Loss:0.001102 + +2023-06-07 11:14:15,283 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 11:14:31,277 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 11:14:48,090 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.41143, Head : 0.23664, Avg : 0.32404 + +2023-06-07 11:14:48,090 - yago11k_0.00003 - [INFO] - [Epoch 437]: Training Loss: 0.0011024, Valid MRR: 0.32692, + + + +2023-06-07 11:14:48,979 - yago11k_0.00003 - [INFO] - [E:438| 0]: Train Loss:0.0010884, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:16:15,327 - yago11k_0.00003 - [INFO] - [E:438| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:17:40,265 - yago11k_0.00003 - [INFO] - [E:438| 200]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:19:05,432 - yago11k_0.00003 - [INFO] - [E:438| 300]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:20:09,050 - yago11k_0.00003 - [INFO] - [E:438| 400]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:21:12,734 - yago11k_0.00003 - [INFO] - [E:438| 500]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:22:36,835 - yago11k_0.00003 - [INFO] - [E:438| 600]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:22:36,836 - yago11k_0.00003 - [INFO] - [Epoch:438]: Training Loss:0.001102 + +2023-06-07 11:22:37,145 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 11:22:54,181 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 11:23:11,006 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.41406, Head : 0.23451, Avg : 0.32429 + +2023-06-07 11:23:11,007 - yago11k_0.00003 - [INFO] - [Epoch 438]: Training Loss: 0.0011022, Valid MRR: 0.32692, + + + +2023-06-07 11:23:11,896 - yago11k_0.00003 - [INFO] - [E:439| 0]: Train Loss:0.0010931, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:24:34,956 - yago11k_0.00003 - [INFO] - [E:439| 100]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:26:00,194 - yago11k_0.00003 - [INFO] - [E:439| 200]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:27:26,107 - yago11k_0.00003 - [INFO] - [E:439| 300]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:28:51,244 - yago11k_0.00003 - [INFO] - [E:439| 400]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:30:17,443 - yago11k_0.00003 - [INFO] - [E:439| 500]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:31:41,740 - yago11k_0.00003 - [INFO] - [E:439| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:31:41,740 - yago11k_0.00003 - [INFO] - [Epoch:439]: Training Loss:0.001102 + +2023-06-07 11:31:42,052 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 11:31:59,078 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 11:32:15,902 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.41298, Head : 0.23656, Avg : 0.32477 + MR: Tail : 694.52, Head : 1025.0, Avg : 859.76 + Hit-1: Tail : 0.33245, Head : 0.19547, Avg : 0.26396 + Hit-3: Tail : 0.44207, Head : 0.23298, Avg : 0.33752 + Hit-10: Tail : 0.58294, Head : 0.31884, Avg : 0.45089 +2023-06-07 11:32:15,902 - yago11k_0.00003 - [INFO] - [Epoch 439]: Training Loss: 0.0011021, Valid MRR: 0.32692, + + + +2023-06-07 11:32:16,787 - yago11k_0.00003 - [INFO] - [E:440| 0]: Train Loss:0.0011139, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:33:41,690 - yago11k_0.00003 - [INFO] - [E:440| 100]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:35:07,700 - yago11k_0.00003 - [INFO] - [E:440| 200]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:36:32,804 - yago11k_0.00003 - [INFO] - [E:440| 300]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:37:57,657 - yago11k_0.00003 - [INFO] - [E:440| 400]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:39:23,914 - yago11k_0.00003 - [INFO] - [E:440| 500]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:40:48,171 - yago11k_0.00003 - [INFO] - [E:440| 600]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:40:48,171 - yago11k_0.00003 - [INFO] - [Epoch:440]: Training Loss:0.001102 + +2023-06-07 11:40:48,482 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 11:41:05,510 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 11:41:22,338 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.41122, Head : 0.23404, Avg : 0.32263 + +2023-06-07 11:41:22,338 - yago11k_0.00003 - [INFO] - [Epoch 440]: Training Loss: 0.0011019, Valid MRR: 0.32692, + + + +2023-06-07 11:41:23,235 - yago11k_0.00003 - [INFO] - [E:441| 0]: Train Loss:0.0010761, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:42:48,098 - yago11k_0.00003 - [INFO] - [E:441| 100]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:44:14,330 - yago11k_0.00003 - [INFO] - [E:441| 200]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:45:39,222 - yago11k_0.00003 - [INFO] - [E:441| 300]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:47:04,287 - yago11k_0.00003 - [INFO] - [E:441| 400]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:48:30,536 - yago11k_0.00003 - [INFO] - [E:441| 500]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:49:54,754 - yago11k_0.00003 - [INFO] - [E:441| 600]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:49:54,755 - yago11k_0.00003 - [INFO] - [Epoch:441]: Training Loss:0.001102 + +2023-06-07 11:49:55,066 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 11:50:12,119 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 11:50:28,929 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.41483, Head : 0.23491, Avg : 0.32487 + +2023-06-07 11:50:28,929 - yago11k_0.00003 - [INFO] - [Epoch 441]: Training Loss: 0.0011023, Valid MRR: 0.32692, + + + +2023-06-07 11:50:29,815 - yago11k_0.00003 - [INFO] - [E:442| 0]: Train Loss:0.0010925, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:51:54,682 - yago11k_0.00003 - [INFO] - [E:442| 100]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:53:20,885 - yago11k_0.00003 - [INFO] - [E:442| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:54:45,883 - yago11k_0.00003 - [INFO] - [E:442| 300]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:56:11,029 - yago11k_0.00003 - [INFO] - [E:442| 400]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:57:37,066 - yago11k_0.00003 - [INFO] - [E:442| 500]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:59:01,478 - yago11k_0.00003 - [INFO] - [E:442| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 11:59:01,478 - yago11k_0.00003 - [INFO] - [Epoch:442]: Training Loss:0.001102 + +2023-06-07 11:59:01,789 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 11:59:18,805 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 11:59:35,549 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.41586, Head : 0.23251, Avg : 0.32419 + +2023-06-07 11:59:35,549 - yago11k_0.00003 - [INFO] - [Epoch 442]: Training Loss: 0.0011021, Valid MRR: 0.32692, + + + +2023-06-07 11:59:36,417 - yago11k_0.00003 - [INFO] - [E:443| 0]: Train Loss:0.0011065, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:01:01,438 - yago11k_0.00003 - [INFO] - [E:443| 100]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:02:27,549 - yago11k_0.00003 - [INFO] - [E:443| 200]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:03:52,589 - yago11k_0.00003 - [INFO] - [E:443| 300]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:05:18,350 - yago11k_0.00003 - [INFO] - [E:443| 400]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:06:43,739 - yago11k_0.00003 - [INFO] - [E:443| 500]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:08:08,121 - yago11k_0.00003 - [INFO] - [E:443| 600]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:08:08,121 - yago11k_0.00003 - [INFO] - [Epoch:443]: Training Loss:0.001102 + +2023-06-07 12:08:08,432 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 12:08:25,457 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 12:08:42,266 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.41348, Head : 0.23546, Avg : 0.32447 + +2023-06-07 12:08:42,266 - yago11k_0.00003 - [INFO] - [Epoch 443]: Training Loss: 0.0011022, Valid MRR: 0.32692, + + + +2023-06-07 12:08:43,151 - yago11k_0.00003 - [INFO] - [E:444| 0]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:10:07,965 - yago11k_0.00003 - [INFO] - [E:444| 100]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:11:34,105 - yago11k_0.00003 - [INFO] - [E:444| 200]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:12:59,148 - yago11k_0.00003 - [INFO] - [E:444| 300]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:14:25,235 - yago11k_0.00003 - [INFO] - [E:444| 400]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:15:50,314 - yago11k_0.00003 - [INFO] - [E:444| 500]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:17:14,523 - yago11k_0.00003 - [INFO] - [E:444| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:17:14,523 - yago11k_0.00003 - [INFO] - [Epoch:444]: Training Loss:0.001102 + +2023-06-07 12:17:14,833 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 12:17:31,841 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 12:17:48,633 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.41291, Head : 0.23513, Avg : 0.32402 + +2023-06-07 12:17:48,633 - yago11k_0.00003 - [INFO] - [Epoch 444]: Training Loss: 0.0011021, Valid MRR: 0.32692, + + + +2023-06-07 12:17:49,520 - yago11k_0.00003 - [INFO] - [E:445| 0]: Train Loss:0.0011069, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:19:14,924 - yago11k_0.00003 - [INFO] - [E:445| 100]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:20:40,618 - yago11k_0.00003 - [INFO] - [E:445| 200]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:22:05,533 - yago11k_0.00003 - [INFO] - [E:445| 300]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:23:31,610 - yago11k_0.00003 - [INFO] - [E:445| 400]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:24:56,574 - yago11k_0.00003 - [INFO] - [E:445| 500]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:26:20,949 - yago11k_0.00003 - [INFO] - [E:445| 600]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:26:20,949 - yago11k_0.00003 - [INFO] - [Epoch:445]: Training Loss:0.001102 + +2023-06-07 12:26:21,261 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 12:26:38,348 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 12:26:55,171 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.40956, Head : 0.23351, Avg : 0.32154 + +2023-06-07 12:26:55,171 - yago11k_0.00003 - [INFO] - [Epoch 445]: Training Loss: 0.0011019, Valid MRR: 0.32692, + + + +2023-06-07 12:26:56,051 - yago11k_0.00003 - [INFO] - [E:446| 0]: Train Loss:0.0011203, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:28:21,954 - yago11k_0.00003 - [INFO] - [E:446| 100]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:29:47,108 - yago11k_0.00003 - [INFO] - [E:446| 200]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:31:12,003 - yago11k_0.00003 - [INFO] - [E:446| 300]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:32:38,108 - yago11k_0.00003 - [INFO] - [E:446| 400]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:34:03,056 - yago11k_0.00003 - [INFO] - [E:446| 500]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:35:27,767 - yago11k_0.00003 - [INFO] - [E:446| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:35:27,767 - yago11k_0.00003 - [INFO] - [Epoch:446]: Training Loss:0.001102 + +2023-06-07 12:35:28,040 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 12:35:44,696 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 12:36:01,457 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.4087, Head : 0.23486, Avg : 0.32178 + +2023-06-07 12:36:01,457 - yago11k_0.00003 - [INFO] - [Epoch 446]: Training Loss: 0.0011021, Valid MRR: 0.32692, + + + +2023-06-07 12:36:02,333 - yago11k_0.00003 - [INFO] - [E:447| 0]: Train Loss:0.0011096, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:37:28,416 - yago11k_0.00003 - [INFO] - [E:447| 100]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:38:53,399 - yago11k_0.00003 - [INFO] - [E:447| 200]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:40:18,319 - yago11k_0.00003 - [INFO] - [E:447| 300]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:41:44,462 - yago11k_0.00003 - [INFO] - [E:447| 400]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:43:09,411 - yago11k_0.00003 - [INFO] - [E:447| 500]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:44:34,756 - yago11k_0.00003 - [INFO] - [E:447| 600]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:44:34,756 - yago11k_0.00003 - [INFO] - [Epoch:447]: Training Loss:0.001102 + +2023-06-07 12:44:35,028 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 12:44:50,759 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 12:45:07,501 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.41386, Head : 0.23645, Avg : 0.32515 + +2023-06-07 12:45:07,502 - yago11k_0.00003 - [INFO] - [Epoch 447]: Training Loss: 0.0011017, Valid MRR: 0.32692, + + + +2023-06-07 12:45:08,365 - yago11k_0.00003 - [INFO] - [E:448| 0]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:46:34,454 - yago11k_0.00003 - [INFO] - [E:448| 100]: Train Loss:0.0010997, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:47:59,419 - yago11k_0.00003 - [INFO] - [E:448| 200]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:49:24,125 - yago11k_0.00003 - [INFO] - [E:448| 300]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:50:50,212 - yago11k_0.00003 - [INFO] - [E:448| 400]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:52:15,153 - yago11k_0.00003 - [INFO] - [E:448| 500]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:53:40,646 - yago11k_0.00003 - [INFO] - [E:448| 600]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:53:40,646 - yago11k_0.00003 - [INFO] - [Epoch:448]: Training Loss:0.001102 + +2023-06-07 12:53:40,957 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 12:53:56,953 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 12:54:13,178 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.40981, Head : 0.23498, Avg : 0.3224 + +2023-06-07 12:54:13,178 - yago11k_0.00003 - [INFO] - [Epoch 448]: Training Loss: 0.0011018, Valid MRR: 0.32692, + + + +2023-06-07 12:54:14,065 - yago11k_0.00003 - [INFO] - [E:449| 0]: Train Loss:0.0010938, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:55:40,101 - yago11k_0.00003 - [INFO] - [E:449| 100]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:57:05,012 - yago11k_0.00003 - [INFO] - [E:449| 200]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:58:30,663 - yago11k_0.00003 - [INFO] - [E:449| 300]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 12:59:56,090 - yago11k_0.00003 - [INFO] - [E:449| 400]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:01:21,022 - yago11k_0.00003 - [INFO] - [E:449| 500]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:02:46,509 - yago11k_0.00003 - [INFO] - [E:449| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:02:46,509 - yago11k_0.00003 - [INFO] - [Epoch:449]: Training Loss:0.001102 + +2023-06-07 13:02:46,822 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 13:03:03,734 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 13:03:19,069 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.41268, Head : 0.23452, Avg : 0.3236 + MR: Tail : 685.7, Head : 1018.3, Avg : 851.98 + Hit-1: Tail : 0.32745, Head : 0.19339, Avg : 0.26042 + Hit-3: Tail : 0.44735, Head : 0.22992, Avg : 0.33864 + Hit-10: Tail : 0.58363, Head : 0.30814, Avg : 0.44589 +2023-06-07 13:03:19,069 - yago11k_0.00003 - [INFO] - [Epoch 449]: Training Loss: 0.0011021, Valid MRR: 0.32692, + + + +2023-06-07 13:03:19,949 - yago11k_0.00003 - [INFO] - [E:450| 0]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:04:45,993 - yago11k_0.00003 - [INFO] - [E:450| 100]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:06:10,966 - yago11k_0.00003 - [INFO] - [E:450| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:07:37,034 - yago11k_0.00003 - [INFO] - [E:450| 300]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:09:01,939 - yago11k_0.00003 - [INFO] - [E:450| 400]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:10:26,921 - yago11k_0.00003 - [INFO] - [E:450| 500]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:11:52,439 - yago11k_0.00003 - [INFO] - [E:450| 600]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:11:52,440 - yago11k_0.00003 - [INFO] - [Epoch:450]: Training Loss:0.001102 + +2023-06-07 13:11:52,750 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 13:12:09,767 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 13:12:25,611 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.409, Head : 0.23628, Avg : 0.32264 + +2023-06-07 13:12:25,611 - yago11k_0.00003 - [INFO] - [Epoch 450]: Training Loss: 0.0011017, Valid MRR: 0.32692, + + + +2023-06-07 13:12:26,416 - yago11k_0.00003 - [INFO] - [E:451| 0]: Train Loss:0.0010954, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:13:52,033 - yago11k_0.00003 - [INFO] - [E:451| 100]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:15:16,768 - yago11k_0.00003 - [INFO] - [E:451| 200]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:16:42,881 - yago11k_0.00003 - [INFO] - [E:451| 300]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:18:07,589 - yago11k_0.00003 - [INFO] - [E:451| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:19:32,283 - yago11k_0.00003 - [INFO] - [E:451| 500]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:20:57,809 - yago11k_0.00003 - [INFO] - [E:451| 600]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:20:57,809 - yago11k_0.00003 - [INFO] - [Epoch:451]: Training Loss:0.001102 + +2023-06-07 13:20:58,118 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 13:21:15,123 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 13:21:31,926 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.41064, Head : 0.23511, Avg : 0.32288 + +2023-06-07 13:21:31,926 - yago11k_0.00003 - [INFO] - [Epoch 451]: Training Loss: 0.0011017, Valid MRR: 0.32692, + + + +2023-06-07 13:21:32,814 - yago11k_0.00003 - [INFO] - [E:452| 0]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:22:57,691 - yago11k_0.00003 - [INFO] - [E:452| 100]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:24:22,375 - yago11k_0.00003 - [INFO] - [E:452| 200]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:25:48,465 - yago11k_0.00003 - [INFO] - [E:452| 300]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:27:13,405 - yago11k_0.00003 - [INFO] - [E:452| 400]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:28:38,976 - yago11k_0.00003 - [INFO] - [E:452| 500]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:30:03,845 - yago11k_0.00003 - [INFO] - [E:452| 600]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:30:03,846 - yago11k_0.00003 - [INFO] - [Epoch:452]: Training Loss:0.001102 + +2023-06-07 13:30:04,161 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 13:30:21,198 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 13:30:37,988 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.41278, Head : 0.23605, Avg : 0.32441 + +2023-06-07 13:30:37,988 - yago11k_0.00003 - [INFO] - [Epoch 452]: Training Loss: 0.0011018, Valid MRR: 0.32692, + + + +2023-06-07 13:30:38,873 - yago11k_0.00003 - [INFO] - [E:453| 0]: Train Loss:0.001089, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:32:03,826 - yago11k_0.00003 - [INFO] - [E:453| 100]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:33:28,680 - yago11k_0.00003 - [INFO] - [E:453| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:34:54,720 - yago11k_0.00003 - [INFO] - [E:453| 300]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:36:19,622 - yago11k_0.00003 - [INFO] - [E:453| 400]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:37:45,791 - yago11k_0.00003 - [INFO] - [E:453| 500]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:39:10,109 - yago11k_0.00003 - [INFO] - [E:453| 600]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:39:10,110 - yago11k_0.00003 - [INFO] - [Epoch:453]: Training Loss:0.001101 + +2023-06-07 13:39:10,420 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 13:39:27,432 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 13:39:44,182 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.41407, Head : 0.23729, Avg : 0.32568 + +2023-06-07 13:39:44,182 - yago11k_0.00003 - [INFO] - [Epoch 453]: Training Loss: 0.0011014, Valid MRR: 0.32692, + + + +2023-06-07 13:39:45,048 - yago11k_0.00003 - [INFO] - [E:454| 0]: Train Loss:0.0011094, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:41:10,014 - yago11k_0.00003 - [INFO] - [E:454| 100]: Train Loss:0.0010998, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:42:35,025 - yago11k_0.00003 - [INFO] - [E:454| 200]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:44:01,014 - yago11k_0.00003 - [INFO] - [E:454| 300]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:45:25,927 - yago11k_0.00003 - [INFO] - [E:454| 400]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:46:52,046 - yago11k_0.00003 - [INFO] - [E:454| 500]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:48:16,417 - yago11k_0.00003 - [INFO] - [E:454| 600]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:48:16,418 - yago11k_0.00003 - [INFO] - [Epoch:454]: Training Loss:0.001101 + +2023-06-07 13:48:16,732 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 13:48:33,771 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 13:48:50,556 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.41485, Head : 0.23405, Avg : 0.32445 + +2023-06-07 13:48:50,556 - yago11k_0.00003 - [INFO] - [Epoch 454]: Training Loss: 0.0011014, Valid MRR: 0.32692, + + + +2023-06-07 13:48:51,443 - yago11k_0.00003 - [INFO] - [E:455| 0]: Train Loss:0.0010956, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:50:16,443 - yago11k_0.00003 - [INFO] - [E:455| 100]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:51:42,028 - yago11k_0.00003 - [INFO] - [E:455| 200]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:53:07,458 - yago11k_0.00003 - [INFO] - [E:455| 300]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:54:32,370 - yago11k_0.00003 - [INFO] - [E:455| 400]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:55:58,472 - yago11k_0.00003 - [INFO] - [E:455| 500]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:57:22,763 - yago11k_0.00003 - [INFO] - [E:455| 600]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:57:22,764 - yago11k_0.00003 - [INFO] - [Epoch:455]: Training Loss:0.001102 + +2023-06-07 13:57:23,077 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 13:57:40,126 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 13:57:56,943 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.41229, Head : 0.23453, Avg : 0.32341 + +2023-06-07 13:57:56,943 - yago11k_0.00003 - [INFO] - [Epoch 455]: Training Loss: 0.0011016, Valid MRR: 0.32692, + + + +2023-06-07 13:57:57,831 - yago11k_0.00003 - [INFO] - [E:456| 0]: Train Loss:0.001099, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 13:59:22,813 - yago11k_0.00003 - [INFO] - [E:456| 100]: Train Loss:0.0010995, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:00:48,862 - yago11k_0.00003 - [INFO] - [E:456| 200]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:02:13,853 - yago11k_0.00003 - [INFO] - [E:456| 300]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:03:38,752 - yago11k_0.00003 - [INFO] - [E:456| 400]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:05:04,829 - yago11k_0.00003 - [INFO] - [E:456| 500]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:06:28,969 - yago11k_0.00003 - [INFO] - [E:456| 600]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:06:28,969 - yago11k_0.00003 - [INFO] - [Epoch:456]: Training Loss:0.001101 + +2023-06-07 14:06:29,280 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 14:06:46,288 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 14:07:03,078 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.41165, Head : 0.23449, Avg : 0.32307 + +2023-06-07 14:07:03,078 - yago11k_0.00003 - [INFO] - [Epoch 456]: Training Loss: 0.0011015, Valid MRR: 0.32692, + + + +2023-06-07 14:07:03,963 - yago11k_0.00003 - [INFO] - [E:457| 0]: Train Loss:0.0011099, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:08:28,943 - yago11k_0.00003 - [INFO] - [E:457| 100]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:09:54,992 - yago11k_0.00003 - [INFO] - [E:457| 200]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:11:19,949 - yago11k_0.00003 - [INFO] - [E:457| 300]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:12:44,850 - yago11k_0.00003 - [INFO] - [E:457| 400]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:14:10,911 - yago11k_0.00003 - [INFO] - [E:457| 500]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:15:35,245 - yago11k_0.00003 - [INFO] - [E:457| 600]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:15:35,245 - yago11k_0.00003 - [INFO] - [Epoch:457]: Training Loss:0.001102 + +2023-06-07 14:15:35,556 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 14:15:52,577 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 14:16:09,428 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.41527, Head : 0.23486, Avg : 0.32507 + +2023-06-07 14:16:09,428 - yago11k_0.00003 - [INFO] - [Epoch 457]: Training Loss: 0.0011016, Valid MRR: 0.32692, + + + +2023-06-07 14:16:10,329 - yago11k_0.00003 - [INFO] - [E:458| 0]: Train Loss:0.0011134, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:17:35,244 - yago11k_0.00003 - [INFO] - [E:458| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:19:01,288 - yago11k_0.00003 - [INFO] - [E:458| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:20:26,259 - yago11k_0.00003 - [INFO] - [E:458| 300]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:21:39,039 - yago11k_0.00003 - [INFO] - [E:458| 400]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:22:41,996 - yago11k_0.00003 - [INFO] - [E:458| 500]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:23:44,672 - yago11k_0.00003 - [INFO] - [E:458| 600]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:23:44,672 - yago11k_0.00003 - [INFO] - [Epoch:458]: Training Loss:0.001102 + +2023-06-07 14:23:44,887 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 14:23:56,823 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 14:24:08,576 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.41251, Head : 0.23507, Avg : 0.32379 + +2023-06-07 14:24:08,576 - yago11k_0.00003 - [INFO] - [Epoch 458]: Training Loss: 0.0011015, Valid MRR: 0.32692, + + + +2023-06-07 14:24:09,211 - yago11k_0.00003 - [INFO] - [E:459| 0]: Train Loss:0.0010946, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:25:12,133 - yago11k_0.00003 - [INFO] - [E:459| 100]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:26:14,986 - yago11k_0.00003 - [INFO] - [E:459| 200]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:27:17,908 - yago11k_0.00003 - [INFO] - [E:459| 300]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:28:20,807 - yago11k_0.00003 - [INFO] - [E:459| 400]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:29:23,679 - yago11k_0.00003 - [INFO] - [E:459| 500]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:30:26,200 - yago11k_0.00003 - [INFO] - [E:459| 600]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:30:26,200 - yago11k_0.00003 - [INFO] - [Epoch:459]: Training Loss:0.001101 + +2023-06-07 14:30:26,415 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 14:30:38,358 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 14:30:50,143 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.41197, Head : 0.23375, Avg : 0.32286 + MR: Tail : 711.5, Head : 1035.4, Avg : 873.43 + Hit-1: Tail : 0.32954, Head : 0.19283, Avg : 0.26118 + Hit-3: Tail : 0.44429, Head : 0.22659, Avg : 0.33544 + Hit-10: Tail : 0.58488, Head : 0.3212, Avg : 0.45304 +2023-06-07 14:30:50,143 - yago11k_0.00003 - [INFO] - [Epoch 459]: Training Loss: 0.0011012, Valid MRR: 0.32692, + + + +2023-06-07 14:30:50,783 - yago11k_0.00003 - [INFO] - [E:460| 0]: Train Loss:0.0010976, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:31:53,737 - yago11k_0.00003 - [INFO] - [E:460| 100]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:32:56,743 - yago11k_0.00003 - [INFO] - [E:460| 200]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:33:59,882 - yago11k_0.00003 - [INFO] - [E:460| 300]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:35:02,865 - yago11k_0.00003 - [INFO] - [E:460| 400]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:36:05,846 - yago11k_0.00003 - [INFO] - [E:460| 500]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:37:08,445 - yago11k_0.00003 - [INFO] - [E:460| 600]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:37:08,445 - yago11k_0.00003 - [INFO] - [Epoch:460]: Training Loss:0.001102 + +2023-06-07 14:37:08,660 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 14:37:20,604 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 14:37:32,372 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.41408, Head : 0.2335, Avg : 0.32379 + +2023-06-07 14:37:32,372 - yago11k_0.00003 - [INFO] - [Epoch 460]: Training Loss: 0.0011016, Valid MRR: 0.32692, + + + +2023-06-07 14:37:33,007 - yago11k_0.00003 - [INFO] - [E:461| 0]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:38:35,980 - yago11k_0.00003 - [INFO] - [E:461| 100]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:39:38,994 - yago11k_0.00003 - [INFO] - [E:461| 200]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:40:41,985 - yago11k_0.00003 - [INFO] - [E:461| 300]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:41:44,912 - yago11k_0.00003 - [INFO] - [E:461| 400]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:42:47,876 - yago11k_0.00003 - [INFO] - [E:461| 500]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:43:50,384 - yago11k_0.00003 - [INFO] - [E:461| 600]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:43:50,384 - yago11k_0.00003 - [INFO] - [Epoch:461]: Training Loss:0.001101 + +2023-06-07 14:43:50,598 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 14:44:02,528 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 14:44:14,285 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.41349, Head : 0.23344, Avg : 0.32346 + +2023-06-07 14:44:14,285 - yago11k_0.00003 - [INFO] - [Epoch 461]: Training Loss: 0.0011013, Valid MRR: 0.32692, + + + +2023-06-07 14:44:14,920 - yago11k_0.00003 - [INFO] - [E:462| 0]: Train Loss:0.0010929, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:45:17,911 - yago11k_0.00003 - [INFO] - [E:462| 100]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:46:20,972 - yago11k_0.00003 - [INFO] - [E:462| 200]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:47:23,965 - yago11k_0.00003 - [INFO] - [E:462| 300]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:48:26,916 - yago11k_0.00003 - [INFO] - [E:462| 400]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:49:29,852 - yago11k_0.00003 - [INFO] - [E:462| 500]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:50:32,362 - yago11k_0.00003 - [INFO] - [E:462| 600]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:50:32,362 - yago11k_0.00003 - [INFO] - [Epoch:462]: Training Loss:0.001101 + +2023-06-07 14:50:32,576 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 14:50:44,503 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 14:50:56,265 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.41515, Head : 0.23391, Avg : 0.32453 + +2023-06-07 14:50:56,265 - yago11k_0.00003 - [INFO] - [Epoch 462]: Training Loss: 0.0011011, Valid MRR: 0.32692, + + + +2023-06-07 14:50:56,899 - yago11k_0.00003 - [INFO] - [E:463| 0]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:51:59,862 - yago11k_0.00003 - [INFO] - [E:463| 100]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:53:02,835 - yago11k_0.00003 - [INFO] - [E:463| 200]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:54:05,849 - yago11k_0.00003 - [INFO] - [E:463| 300]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:55:08,882 - yago11k_0.00003 - [INFO] - [E:463| 400]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:56:11,811 - yago11k_0.00003 - [INFO] - [E:463| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:57:14,348 - yago11k_0.00003 - [INFO] - [E:463| 600]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:57:14,348 - yago11k_0.00003 - [INFO] - [Epoch:463]: Training Loss:0.001101 + +2023-06-07 14:57:14,562 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 14:57:26,528 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 14:57:38,314 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.41465, Head : 0.23467, Avg : 0.32466 + +2023-06-07 14:57:38,314 - yago11k_0.00003 - [INFO] - [Epoch 463]: Training Loss: 0.001101, Valid MRR: 0.32692, + + + +2023-06-07 14:57:38,947 - yago11k_0.00003 - [INFO] - [E:464| 0]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:58:41,890 - yago11k_0.00003 - [INFO] - [E:464| 100]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 14:59:44,849 - yago11k_0.00003 - [INFO] - [E:464| 200]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:00:47,853 - yago11k_0.00003 - [INFO] - [E:464| 300]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:01:50,759 - yago11k_0.00003 - [INFO] - [E:464| 400]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:02:53,684 - yago11k_0.00003 - [INFO] - [E:464| 500]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:03:56,241 - yago11k_0.00003 - [INFO] - [E:464| 600]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:03:56,242 - yago11k_0.00003 - [INFO] - [Epoch:464]: Training Loss:0.001101 + +2023-06-07 15:03:56,455 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 15:04:08,369 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 15:04:20,131 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.40749, Head : 0.23499, Avg : 0.32124 + +2023-06-07 15:04:20,131 - yago11k_0.00003 - [INFO] - [Epoch 464]: Training Loss: 0.0011012, Valid MRR: 0.32692, + + + +2023-06-07 15:04:20,765 - yago11k_0.00003 - [INFO] - [E:465| 0]: Train Loss:0.0010965, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:05:23,751 - yago11k_0.00003 - [INFO] - [E:465| 100]: Train Loss:0.0010989, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:06:26,744 - yago11k_0.00003 - [INFO] - [E:465| 200]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:07:29,653 - yago11k_0.00003 - [INFO] - [E:465| 300]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:08:32,640 - yago11k_0.00003 - [INFO] - [E:465| 400]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:09:35,643 - yago11k_0.00003 - [INFO] - [E:465| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:10:38,118 - yago11k_0.00003 - [INFO] - [E:465| 600]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:10:38,118 - yago11k_0.00003 - [INFO] - [Epoch:465]: Training Loss:0.001101 + +2023-06-07 15:10:38,331 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 15:10:50,237 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 15:11:01,980 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.41068, Head : 0.23565, Avg : 0.32317 + +2023-06-07 15:11:01,980 - yago11k_0.00003 - [INFO] - [Epoch 465]: Training Loss: 0.0011007, Valid MRR: 0.32692, + + + +2023-06-07 15:11:02,616 - yago11k_0.00003 - [INFO] - [E:466| 0]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:12:05,545 - yago11k_0.00003 - [INFO] - [E:466| 100]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:13:08,601 - yago11k_0.00003 - [INFO] - [E:466| 200]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:14:11,537 - yago11k_0.00003 - [INFO] - [E:466| 300]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:15:14,625 - yago11k_0.00003 - [INFO] - [E:466| 400]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:16:17,580 - yago11k_0.00003 - [INFO] - [E:466| 500]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:17:20,081 - yago11k_0.00003 - [INFO] - [E:466| 600]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:17:20,081 - yago11k_0.00003 - [INFO] - [Epoch:466]: Training Loss:0.001101 + +2023-06-07 15:17:20,295 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 15:17:32,196 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 15:17:43,943 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.41463, Head : 0.23547, Avg : 0.32505 + +2023-06-07 15:17:43,943 - yago11k_0.00003 - [INFO] - [Epoch 466]: Training Loss: 0.0011013, Valid MRR: 0.32692, + + + +2023-06-07 15:17:44,593 - yago11k_0.00003 - [INFO] - [E:467| 0]: Train Loss:0.0011176, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:18:47,579 - yago11k_0.00003 - [INFO] - [E:467| 100]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:19:50,508 - yago11k_0.00003 - [INFO] - [E:467| 200]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:20:53,474 - yago11k_0.00003 - [INFO] - [E:467| 300]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:21:56,453 - yago11k_0.00003 - [INFO] - [E:467| 400]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:22:59,437 - yago11k_0.00003 - [INFO] - [E:467| 500]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:24:02,030 - yago11k_0.00003 - [INFO] - [E:467| 600]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:24:02,031 - yago11k_0.00003 - [INFO] - [Epoch:467]: Training Loss:0.001101 + +2023-06-07 15:24:02,245 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 15:24:14,152 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 15:24:25,893 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.41237, Head : 0.23573, Avg : 0.32405 + +2023-06-07 15:24:25,893 - yago11k_0.00003 - [INFO] - [Epoch 467]: Training Loss: 0.0011011, Valid MRR: 0.32692, + + + +2023-06-07 15:24:26,529 - yago11k_0.00003 - [INFO] - [E:468| 0]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:25:29,485 - yago11k_0.00003 - [INFO] - [E:468| 100]: Train Loss:0.0010997, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:26:32,397 - yago11k_0.00003 - [INFO] - [E:468| 200]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:27:35,466 - yago11k_0.00003 - [INFO] - [E:468| 300]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:28:38,455 - yago11k_0.00003 - [INFO] - [E:468| 400]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:29:41,467 - yago11k_0.00003 - [INFO] - [E:468| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:30:43,998 - yago11k_0.00003 - [INFO] - [E:468| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:30:43,999 - yago11k_0.00003 - [INFO] - [Epoch:468]: Training Loss:0.001101 + +2023-06-07 15:30:44,212 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 15:30:56,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 15:31:07,869 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.41451, Head : 0.23572, Avg : 0.32512 + +2023-06-07 15:31:07,870 - yago11k_0.00003 - [INFO] - [Epoch 468]: Training Loss: 0.0011008, Valid MRR: 0.32692, + + + +2023-06-07 15:31:08,505 - yago11k_0.00003 - [INFO] - [E:469| 0]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:32:11,443 - yago11k_0.00003 - [INFO] - [E:469| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:33:14,424 - yago11k_0.00003 - [INFO] - [E:469| 200]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:34:17,367 - yago11k_0.00003 - [INFO] - [E:469| 300]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:35:20,347 - yago11k_0.00003 - [INFO] - [E:469| 400]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:36:23,375 - yago11k_0.00003 - [INFO] - [E:469| 500]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:37:25,958 - yago11k_0.00003 - [INFO] - [E:469| 600]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:37:25,959 - yago11k_0.00003 - [INFO] - [Epoch:469]: Training Loss:0.001101 + +2023-06-07 15:37:26,172 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 15:37:38,098 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 15:37:49,861 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.4153, Head : 0.23592, Avg : 0.32561 + MR: Tail : 697.88, Head : 1016.7, Avg : 857.3 + Hit-1: Tail : 0.33231, Head : 0.19408, Avg : 0.2632 + Hit-3: Tail : 0.44693, Head : 0.23395, Avg : 0.34044 + Hit-10: Tail : 0.58739, Head : 0.31356, Avg : 0.45047 +2023-06-07 15:37:49,861 - yago11k_0.00003 - [INFO] - [Epoch 469]: Training Loss: 0.0011005, Valid MRR: 0.32692, + + + +2023-06-07 15:37:50,498 - yago11k_0.00003 - [INFO] - [E:470| 0]: Train Loss:0.0010939, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:38:53,517 - yago11k_0.00003 - [INFO] - [E:470| 100]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:39:56,511 - yago11k_0.00003 - [INFO] - [E:470| 200]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:40:59,510 - yago11k_0.00003 - [INFO] - [E:470| 300]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:42:02,484 - yago11k_0.00003 - [INFO] - [E:470| 400]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:43:05,407 - yago11k_0.00003 - [INFO] - [E:470| 500]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:44:07,892 - yago11k_0.00003 - [INFO] - [E:470| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:44:07,893 - yago11k_0.00003 - [INFO] - [Epoch:470]: Training Loss:0.001101 + +2023-06-07 15:44:08,106 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 15:44:20,046 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 15:44:31,826 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.41272, Head : 0.23833, Avg : 0.32553 + +2023-06-07 15:44:31,826 - yago11k_0.00003 - [INFO] - [Epoch 470]: Training Loss: 0.0011008, Valid MRR: 0.32692, + + + +2023-06-07 15:44:32,460 - yago11k_0.00003 - [INFO] - [E:471| 0]: Train Loss:0.0011232, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:45:35,382 - yago11k_0.00003 - [INFO] - [E:471| 100]: Train Loss:0.0010981, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:46:38,301 - yago11k_0.00003 - [INFO] - [E:471| 200]: Train Loss:0.0010988, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:47:41,251 - yago11k_0.00003 - [INFO] - [E:471| 300]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:48:44,251 - yago11k_0.00003 - [INFO] - [E:471| 400]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:49:47,266 - yago11k_0.00003 - [INFO] - [E:471| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:50:49,833 - yago11k_0.00003 - [INFO] - [E:471| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:50:49,834 - yago11k_0.00003 - [INFO] - [Epoch:471]: Training Loss:0.001101 + +2023-06-07 15:50:50,047 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 15:51:01,955 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 15:51:13,709 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.4109, Head : 0.23949, Avg : 0.3252 + +2023-06-07 15:51:13,709 - yago11k_0.00003 - [INFO] - [Epoch 471]: Training Loss: 0.0011008, Valid MRR: 0.32692, + + + +2023-06-07 15:51:14,345 - yago11k_0.00003 - [INFO] - [E:472| 0]: Train Loss:0.0010942, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:52:17,327 - yago11k_0.00003 - [INFO] - [E:472| 100]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:53:20,376 - yago11k_0.00003 - [INFO] - [E:472| 200]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:54:23,254 - yago11k_0.00003 - [INFO] - [E:472| 300]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:55:26,142 - yago11k_0.00003 - [INFO] - [E:472| 400]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:56:29,125 - yago11k_0.00003 - [INFO] - [E:472| 500]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:57:31,697 - yago11k_0.00003 - [INFO] - [E:472| 600]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:57:31,698 - yago11k_0.00003 - [INFO] - [Epoch:472]: Training Loss:0.001101 + +2023-06-07 15:57:31,911 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 15:57:43,835 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 15:57:55,598 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.41157, Head : 0.23878, Avg : 0.32518 + +2023-06-07 15:57:55,598 - yago11k_0.00003 - [INFO] - [Epoch 472]: Training Loss: 0.0011006, Valid MRR: 0.32692, + + + +2023-06-07 15:57:56,233 - yago11k_0.00003 - [INFO] - [E:473| 0]: Train Loss:0.0011285, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 15:58:59,256 - yago11k_0.00003 - [INFO] - [E:473| 100]: Train Loss:0.0010998, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:00:02,239 - yago11k_0.00003 - [INFO] - [E:473| 200]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:01:05,158 - yago11k_0.00003 - [INFO] - [E:473| 300]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:02:08,107 - yago11k_0.00003 - [INFO] - [E:473| 400]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:03:11,096 - yago11k_0.00003 - [INFO] - [E:473| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:04:13,690 - yago11k_0.00003 - [INFO] - [E:473| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:04:13,691 - yago11k_0.00003 - [INFO] - [Epoch:473]: Training Loss:0.001101 + +2023-06-07 16:04:13,905 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 16:04:25,827 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 16:04:37,628 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.41091, Head : 0.23599, Avg : 0.32345 + +2023-06-07 16:04:38,331 - yago11k_0.00003 - [INFO] - [Epoch 473]: Training Loss: 0.0011008, Valid MRR: 0.32692, + + + +2023-06-07 16:04:38,974 - yago11k_0.00003 - [INFO] - [E:474| 0]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:05:41,999 - yago11k_0.00003 - [INFO] - [E:474| 100]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:06:44,972 - yago11k_0.00003 - [INFO] - [E:474| 200]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:07:47,946 - yago11k_0.00003 - [INFO] - [E:474| 300]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:08:50,934 - yago11k_0.00003 - [INFO] - [E:474| 400]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:09:53,907 - yago11k_0.00003 - [INFO] - [E:474| 500]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:10:56,477 - yago11k_0.00003 - [INFO] - [E:474| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:10:56,477 - yago11k_0.00003 - [INFO] - [Epoch:474]: Training Loss:0.001101 + +2023-06-07 16:10:56,696 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 16:11:08,654 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 16:11:20,403 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.41012, Head : 0.23713, Avg : 0.32363 + +2023-06-07 16:11:20,403 - yago11k_0.00003 - [INFO] - [Epoch 474]: Training Loss: 0.0011008, Valid MRR: 0.32692, + + + +2023-06-07 16:11:21,037 - yago11k_0.00003 - [INFO] - [E:475| 0]: Train Loss:0.0010982, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:12:23,945 - yago11k_0.00003 - [INFO] - [E:475| 100]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:13:26,868 - yago11k_0.00003 - [INFO] - [E:475| 200]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:14:29,862 - yago11k_0.00003 - [INFO] - [E:475| 300]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:15:32,796 - yago11k_0.00003 - [INFO] - [E:475| 400]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:16:36,082 - yago11k_0.00003 - [INFO] - [E:475| 500]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:17:38,980 - yago11k_0.00003 - [INFO] - [E:475| 600]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:17:38,981 - yago11k_0.00003 - [INFO] - [Epoch:475]: Training Loss:0.001101 + +2023-06-07 16:17:39,194 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 16:17:51,094 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 16:18:02,852 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.41243, Head : 0.23467, Avg : 0.32355 + +2023-06-07 16:18:02,852 - yago11k_0.00003 - [INFO] - [Epoch 475]: Training Loss: 0.0011006, Valid MRR: 0.32692, + + + +2023-06-07 16:18:03,494 - yago11k_0.00003 - [INFO] - [E:476| 0]: Train Loss:0.0011293, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:19:06,880 - yago11k_0.00003 - [INFO] - [E:476| 100]: Train Loss:0.0010991, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:20:10,041 - yago11k_0.00003 - [INFO] - [E:476| 200]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:21:14,725 - yago11k_0.00003 - [INFO] - [E:476| 300]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:22:40,188 - yago11k_0.00003 - [INFO] - [E:476| 400]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:23:44,469 - yago11k_0.00003 - [INFO] - [E:476| 500]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:25:09,801 - yago11k_0.00003 - [INFO] - [E:476| 600]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:25:09,801 - yago11k_0.00003 - [INFO] - [Epoch:476]: Training Loss:0.0011 + +2023-06-07 16:25:10,111 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 16:25:27,187 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 16:25:43,984 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.41441, Head : 0.2345, Avg : 0.32445 + +2023-06-07 16:25:43,984 - yago11k_0.00003 - [INFO] - [Epoch 476]: Training Loss: 0.0011003, Valid MRR: 0.32692, + + + +2023-06-07 16:25:44,875 - yago11k_0.00003 - [INFO] - [E:477| 0]: Train Loss:0.001124, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:26:48,651 - yago11k_0.00003 - [INFO] - [E:477| 100]: Train Loss:0.0010984, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:27:51,547 - yago11k_0.00003 - [INFO] - [E:477| 200]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:28:54,680 - yago11k_0.00003 - [INFO] - [E:477| 300]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:29:58,203 - yago11k_0.00003 - [INFO] - [E:477| 400]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:31:01,258 - yago11k_0.00003 - [INFO] - [E:477| 500]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:32:03,826 - yago11k_0.00003 - [INFO] - [E:477| 600]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:32:03,826 - yago11k_0.00003 - [INFO] - [Epoch:477]: Training Loss:0.001101 + +2023-06-07 16:32:04,040 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 16:32:15,953 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 16:32:27,698 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.41536, Head : 0.23529, Avg : 0.32532 + +2023-06-07 16:32:27,698 - yago11k_0.00003 - [INFO] - [Epoch 477]: Training Loss: 0.0011007, Valid MRR: 0.32692, + + + +2023-06-07 16:32:28,338 - yago11k_0.00003 - [INFO] - [E:478| 0]: Train Loss:0.0010927, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:33:31,281 - yago11k_0.00003 - [INFO] - [E:478| 100]: Train Loss:0.0010992, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:34:34,293 - yago11k_0.00003 - [INFO] - [E:478| 200]: Train Loss:0.0010987, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:35:37,290 - yago11k_0.00003 - [INFO] - [E:478| 300]: Train Loss:0.0010997, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:36:40,260 - yago11k_0.00003 - [INFO] - [E:478| 400]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:37:43,278 - yago11k_0.00003 - [INFO] - [E:478| 500]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:38:45,837 - yago11k_0.00003 - [INFO] - [E:478| 600]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:38:45,837 - yago11k_0.00003 - [INFO] - [Epoch:478]: Training Loss:0.0011 + +2023-06-07 16:38:46,051 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 16:38:57,971 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 16:39:09,737 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.41691, Head : 0.23625, Avg : 0.32658 + +2023-06-07 16:39:09,737 - yago11k_0.00003 - [INFO] - [Epoch 478]: Training Loss: 0.0011005, Valid MRR: 0.32692, + + + +2023-06-07 16:39:10,374 - yago11k_0.00003 - [INFO] - [E:479| 0]: Train Loss:0.001077, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:40:13,302 - yago11k_0.00003 - [INFO] - [E:479| 100]: Train Loss:0.0010973, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:41:16,245 - yago11k_0.00003 - [INFO] - [E:479| 200]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:42:19,149 - yago11k_0.00003 - [INFO] - [E:479| 300]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:43:22,110 - yago11k_0.00003 - [INFO] - [E:479| 400]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:44:24,997 - yago11k_0.00003 - [INFO] - [E:479| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:45:27,485 - yago11k_0.00003 - [INFO] - [E:479| 600]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:45:27,485 - yago11k_0.00003 - [INFO] - [Epoch:479]: Training Loss:0.0011 + +2023-06-07 16:45:27,698 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 16:45:39,605 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 16:45:51,346 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.4149, Head : 0.23606, Avg : 0.32548 + MR: Tail : 713.58, Head : 1009.9, Avg : 861.75 + Hit-1: Tail : 0.32842, Head : 0.19366, Avg : 0.26104 + Hit-3: Tail : 0.45318, Head : 0.2327, Avg : 0.34294 + Hit-10: Tail : 0.58669, Head : 0.3187, Avg : 0.4527 +2023-06-07 16:45:51,346 - yago11k_0.00003 - [INFO] - [Epoch 479]: Training Loss: 0.0011004, Valid MRR: 0.32692, + + + +2023-06-07 16:45:51,979 - yago11k_0.00003 - [INFO] - [E:480| 0]: Train Loss:0.0010833, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:46:55,028 - yago11k_0.00003 - [INFO] - [E:480| 100]: Train Loss:0.0010978, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:47:58,032 - yago11k_0.00003 - [INFO] - [E:480| 200]: Train Loss:0.0010997, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:49:01,033 - yago11k_0.00003 - [INFO] - [E:480| 300]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:50:04,061 - yago11k_0.00003 - [INFO] - [E:480| 400]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:51:06,974 - yago11k_0.00003 - [INFO] - [E:480| 500]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:52:09,541 - yago11k_0.00003 - [INFO] - [E:480| 600]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:52:09,541 - yago11k_0.00003 - [INFO] - [Epoch:480]: Training Loss:0.001101 + +2023-06-07 16:52:09,756 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 16:52:21,712 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 16:52:33,488 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.41322, Head : 0.23481, Avg : 0.32401 + +2023-06-07 16:52:33,489 - yago11k_0.00003 - [INFO] - [Epoch 480]: Training Loss: 0.0011006, Valid MRR: 0.32692, + + + +2023-06-07 16:52:34,125 - yago11k_0.00003 - [INFO] - [E:481| 0]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:53:37,152 - yago11k_0.00003 - [INFO] - [E:481| 100]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:54:40,132 - yago11k_0.00003 - [INFO] - [E:481| 200]: Train Loss:0.0010993, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:55:43,121 - yago11k_0.00003 - [INFO] - [E:481| 300]: Train Loss:0.0011002, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:56:46,653 - yago11k_0.00003 - [INFO] - [E:481| 400]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:57:58,559 - yago11k_0.00003 - [INFO] - [E:481| 500]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:59:24,031 - yago11k_0.00003 - [INFO] - [E:481| 600]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 16:59:24,032 - yago11k_0.00003 - [INFO] - [Epoch:481]: Training Loss:0.0011 + +2023-06-07 16:59:24,342 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003 +2023-06-07 16:59:39,180 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003 +2023-06-07 16:59:54,235 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.40954, Head : 0.2341, Avg : 0.32182 + +2023-06-07 16:59:54,236 - yago11k_0.00003 - [INFO] - [Epoch 481]: Training Loss: 0.0011005, Valid MRR: 0.32692, + + + +2023-06-07 16:59:55,127 - yago11k_0.00003 - [INFO] - [E:482| 0]: Train Loss:0.0010891, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 17:01:21,292 - yago11k_0.00003 - [INFO] - [E:482| 100]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 17:02:45,986 - yago11k_0.00003 - [INFO] - [E:482| 200]: Train Loss:0.0011002, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 17:04:12,094 - yago11k_0.00003 - [INFO] - [E:482| 300]: Train Loss:0.0011002, Val MRR:0.32692, yago11k_0.00003 +2023-06-07 17:05:36,777 - yago11k_0.00003 - [INFO] - [E:482| 400]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003 diff --git a/log/yago11k_0.0003 b/log/yago11k_0.0003 new file mode 100644 index 0000000..2e9ace8 --- /dev/null +++ b/log/yago11k_0.0003 @@ -0,0 +1,9599 @@ +2023-06-05 05:12:19,514 - yago11k_0.0003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.0003', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-05 05:12:27,197 - yago11k_0.0003 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.0003 +2023-06-05 05:13:31,641 - yago11k_0.0003 - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_0.0003 +2023-06-05 05:14:36,361 - yago11k_0.0003 - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.0003 +2023-06-05 05:15:49,291 - yago11k_0.0003 - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_0.0003 +2023-06-05 05:17:35,244 - yago11k_0.0003 - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_0.0003 +2023-06-05 05:19:16,354 - yago11k_0.0003 - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_0.0003 +2023-06-05 05:20:21,100 - yago11k_0.0003 - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_0.0003 +2023-06-05 05:20:21,101 - yago11k_0.0003 - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-05 05:20:21,324 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-05 05:20:33,670 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-05 05:20:45,864 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857 + +2023-06-05 05:20:47,053 - yago11k_0.0003 - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857, + + + +2023-06-05 05:20:47,725 - yago11k_0.0003 - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k_0.0003 +2023-06-05 05:21:52,826 - yago11k_0.0003 - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k_0.0003 +2023-06-05 05:22:58,037 - yago11k_0.0003 - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k_0.0003 +2023-06-05 05:24:03,294 - yago11k_0.0003 - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k_0.0003 +2023-06-05 05:25:08,589 - yago11k_0.0003 - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k_0.0003 +2023-06-05 05:26:13,933 - yago11k_0.0003 - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k_0.0003 +2023-06-05 05:27:19,108 - yago11k_0.0003 - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k_0.0003 +2023-06-05 05:27:19,109 - yago11k_0.0003 - [INFO] - [Epoch:1]: Training Loss:0.008455 + +2023-06-05 05:27:19,333 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-05 05:27:31,763 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-05 05:27:44,024 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637 + +2023-06-05 05:27:45,411 - yago11k_0.0003 - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637, + + + +2023-06-05 05:27:46,086 - yago11k_0.0003 - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k_0.0003 +2023-06-05 05:28:51,554 - yago11k_0.0003 - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k_0.0003 +2023-06-05 05:29:56,779 - yago11k_0.0003 - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k_0.0003 +2023-06-05 05:31:01,925 - yago11k_0.0003 - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k_0.0003 +2023-06-05 05:32:07,307 - yago11k_0.0003 - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k_0.0003 +2023-06-05 05:33:12,634 - yago11k_0.0003 - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k_0.0003 +2023-06-05 05:34:17,475 - yago11k_0.0003 - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k_0.0003 +2023-06-05 05:34:17,475 - yago11k_0.0003 - [INFO] - [Epoch:2]: Training Loss:0.00419 + +2023-06-05 05:34:17,696 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-05 05:34:30,092 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-05 05:34:42,319 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714 + +2023-06-05 05:34:43,536 - yago11k_0.0003 - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714, + + + +2023-06-05 05:34:44,193 - yago11k_0.0003 - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k_0.0003 +2023-06-05 05:35:49,435 - yago11k_0.0003 - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k_0.0003 +2023-06-05 05:36:54,747 - yago11k_0.0003 - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k_0.0003 +2023-06-05 05:38:00,082 - yago11k_0.0003 - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:25:23,827 - yago11k_0.0003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.0003', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-17 16:25:36,834 - yago11k_0.0003 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.0003 +2023-06-17 16:26:42,087 - yago11k_0.0003 - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_0.0003 +2023-06-17 16:27:47,409 - yago11k_0.0003 - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.0003 +2023-06-17 16:28:52,841 - yago11k_0.0003 - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_0.0003 +2023-06-17 16:29:58,253 - yago11k_0.0003 - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_0.0003 +2023-06-17 16:31:03,675 - yago11k_0.0003 - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_0.0003 +2023-06-17 16:32:08,724 - yago11k_0.0003 - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_0.0003 +2023-06-17 16:32:08,725 - yago11k_0.0003 - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-17 16:32:08,953 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 16:32:21,568 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 16:32:34,029 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857 + +2023-06-17 16:32:35,908 - yago11k_0.0003 - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857, + + + +2023-06-17 16:32:36,586 - yago11k_0.0003 - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k_0.0003 +2023-06-17 16:33:42,226 - yago11k_0.0003 - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k_0.0003 +2023-06-17 16:34:47,759 - yago11k_0.0003 - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k_0.0003 +2023-06-17 16:35:53,354 - yago11k_0.0003 - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k_0.0003 +2023-06-17 16:36:59,056 - yago11k_0.0003 - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k_0.0003 +2023-06-17 16:38:04,604 - yago11k_0.0003 - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k_0.0003 +2023-06-17 16:39:09,644 - yago11k_0.0003 - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k_0.0003 +2023-06-17 16:39:09,644 - yago11k_0.0003 - [INFO] - [Epoch:1]: Training Loss:0.008455 + +2023-06-17 16:39:09,866 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 16:39:22,430 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 16:39:34,844 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637 + +2023-06-17 16:39:36,305 - yago11k_0.0003 - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637, + + + +2023-06-17 16:39:36,976 - yago11k_0.0003 - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k_0.0003 +2023-06-17 16:40:42,550 - yago11k_0.0003 - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k_0.0003 +2023-06-17 16:41:48,038 - yago11k_0.0003 - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k_0.0003 +2023-06-17 16:42:53,802 - yago11k_0.0003 - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k_0.0003 +2023-06-17 16:43:59,346 - yago11k_0.0003 - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k_0.0003 +2023-06-17 16:45:04,881 - yago11k_0.0003 - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k_0.0003 +2023-06-17 16:46:10,100 - yago11k_0.0003 - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k_0.0003 +2023-06-17 16:46:10,101 - yago11k_0.0003 - [INFO] - [Epoch:2]: Training Loss:0.00419 + +2023-06-17 16:46:10,327 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 16:46:22,918 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 16:46:35,351 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714 + +2023-06-17 16:46:37,026 - yago11k_0.0003 - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714, + + + +2023-06-17 16:46:37,705 - yago11k_0.0003 - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:47:43,169 - yago11k_0.0003 - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:48:48,803 - yago11k_0.0003 - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:49:54,412 - yago11k_0.0003 - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:51:00,066 - yago11k_0.0003 - [INFO] - [E:3| 400]: Train Loss:0.0031191, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:52:05,683 - yago11k_0.0003 - [INFO] - [E:3| 500]: Train Loss:0.00306, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:53:10,825 - yago11k_0.0003 - [INFO] - [E:3| 600]: Train Loss:0.0030103, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:53:10,826 - yago11k_0.0003 - [INFO] - [Epoch:3]: Training Loss:0.00301 + +2023-06-17 16:53:11,054 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 16:53:23,650 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 16:53:36,108 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.06552, Head : 0.00061, Avg : 0.03306 + +2023-06-17 16:53:36,108 - yago11k_0.0003 - [INFO] - [Epoch 3]: Training Loss: 0.0030103, Valid MRR: 0.03714, + + + +2023-06-17 16:53:36,772 - yago11k_0.0003 - [INFO] - [E:4| 0]: Train Loss:0.0026698, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:54:42,393 - yago11k_0.0003 - [INFO] - [E:4| 100]: Train Loss:0.0026825, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:55:48,018 - yago11k_0.0003 - [INFO] - [E:4| 200]: Train Loss:0.0026365, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:56:53,851 - yago11k_0.0003 - [INFO] - [E:4| 300]: Train Loss:0.0026079, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:57:59,360 - yago11k_0.0003 - [INFO] - [E:4| 400]: Train Loss:0.002583, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 16:59:05,034 - yago11k_0.0003 - [INFO] - [E:4| 500]: Train Loss:0.0025611, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 17:00:10,243 - yago11k_0.0003 - [INFO] - [E:4| 600]: Train Loss:0.0025447, Val MRR:0.03714, yago11k_0.0003 +2023-06-17 17:00:10,243 - yago11k_0.0003 - [INFO] - [Epoch:4]: Training Loss:0.002545 + +2023-06-17 17:00:10,471 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 17:00:23,045 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 17:00:35,461 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.07528, Head : 0.00075, Avg : 0.03802 + +2023-06-17 17:00:37,182 - yago11k_0.0003 - [INFO] - [Epoch 4]: Training Loss: 0.0025447, Valid MRR: 0.03802, + + + +2023-06-17 17:00:37,853 - yago11k_0.0003 - [INFO] - [E:5| 0]: Train Loss:0.0023094, Val MRR:0.03802, yago11k_0.0003 +2023-06-17 17:01:43,449 - yago11k_0.0003 - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.03802, yago11k_0.0003 +2023-06-17 17:02:49,039 - yago11k_0.0003 - [INFO] - [E:5| 200]: Train Loss:0.0023851, Val MRR:0.03802, yago11k_0.0003 +2023-06-17 17:03:54,606 - yago11k_0.0003 - [INFO] - [E:5| 300]: Train Loss:0.0023725, Val MRR:0.03802, yago11k_0.0003 +2023-06-17 17:05:00,224 - yago11k_0.0003 - [INFO] - [E:5| 400]: Train Loss:0.0023596, Val MRR:0.03802, yago11k_0.0003 +2023-06-17 17:06:05,630 - yago11k_0.0003 - [INFO] - [E:5| 500]: Train Loss:0.0023456, Val MRR:0.03802, yago11k_0.0003 +2023-06-17 17:07:10,644 - yago11k_0.0003 - [INFO] - [E:5| 600]: Train Loss:0.0023323, Val MRR:0.03802, yago11k_0.0003 +2023-06-17 17:07:10,644 - yago11k_0.0003 - [INFO] - [Epoch:5]: Training Loss:0.002332 + +2023-06-17 17:07:10,864 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 17:07:23,310 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 17:07:35,669 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.07903, Head : 0.00081, Avg : 0.03992 + +2023-06-17 17:07:37,459 - yago11k_0.0003 - [INFO] - [Epoch 5]: Training Loss: 0.0023323, Valid MRR: 0.03992, + + + +2023-06-17 17:07:38,133 - yago11k_0.0003 - [INFO] - [E:6| 0]: Train Loss:0.0025447, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:08:43,715 - yago11k_0.0003 - [INFO] - [E:6| 100]: Train Loss:0.0022506, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:09:49,288 - yago11k_0.0003 - [INFO] - [E:6| 200]: Train Loss:0.0022383, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:10:54,886 - yago11k_0.0003 - [INFO] - [E:6| 300]: Train Loss:0.0022347, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:12:00,625 - yago11k_0.0003 - [INFO] - [E:6| 400]: Train Loss:0.0022311, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:13:06,277 - yago11k_0.0003 - [INFO] - [E:6| 500]: Train Loss:0.0022302, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:14:11,503 - yago11k_0.0003 - [INFO] - [E:6| 600]: Train Loss:0.0022295, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:14:11,503 - yago11k_0.0003 - [INFO] - [Epoch:6]: Training Loss:0.00223 + +2023-06-17 17:14:11,731 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 17:14:24,312 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 17:14:36,778 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.07508, Head : 0.00092, Avg : 0.038 + +2023-06-17 17:14:36,778 - yago11k_0.0003 - [INFO] - [Epoch 6]: Training Loss: 0.0022295, Valid MRR: 0.03992, + + + +2023-06-17 17:14:37,449 - yago11k_0.0003 - [INFO] - [E:7| 0]: Train Loss:0.0021228, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:15:42,909 - yago11k_0.0003 - [INFO] - [E:7| 100]: Train Loss:0.0021803, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:16:48,410 - yago11k_0.0003 - [INFO] - [E:7| 200]: Train Loss:0.0021782, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:17:53,991 - yago11k_0.0003 - [INFO] - [E:7| 300]: Train Loss:0.0021829, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:18:59,466 - yago11k_0.0003 - [INFO] - [E:7| 400]: Train Loss:0.0021847, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:20:05,142 - yago11k_0.0003 - [INFO] - [E:7| 500]: Train Loss:0.0021826, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:21:10,302 - yago11k_0.0003 - [INFO] - [E:7| 600]: Train Loss:0.0021781, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:21:10,303 - yago11k_0.0003 - [INFO] - [Epoch:7]: Training Loss:0.002178 + +2023-06-17 17:21:10,524 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 17:21:23,072 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 17:21:35,474 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.07258, Head : 0.00096, Avg : 0.03677 + +2023-06-17 17:21:35,474 - yago11k_0.0003 - [INFO] - [Epoch 7]: Training Loss: 0.0021781, Valid MRR: 0.03992, + + + +2023-06-17 17:21:36,148 - yago11k_0.0003 - [INFO] - [E:8| 0]: Train Loss:0.0022541, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:22:41,629 - yago11k_0.0003 - [INFO] - [E:8| 100]: Train Loss:0.0021498, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:23:47,324 - yago11k_0.0003 - [INFO] - [E:8| 200]: Train Loss:0.0021634, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:24:52,807 - yago11k_0.0003 - [INFO] - [E:8| 300]: Train Loss:0.002157, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:25:58,493 - yago11k_0.0003 - [INFO] - [E:8| 400]: Train Loss:0.0021542, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:27:04,298 - yago11k_0.0003 - [INFO] - [E:8| 500]: Train Loss:0.0021538, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:28:09,309 - yago11k_0.0003 - [INFO] - [E:8| 600]: Train Loss:0.0021537, Val MRR:0.03992, yago11k_0.0003 +2023-06-17 17:28:09,310 - yago11k_0.0003 - [INFO] - [Epoch:8]: Training Loss:0.002154 + +2023-06-17 17:28:09,536 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 17:28:22,075 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 17:28:34,547 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.08409, Head : 0.00115, Avg : 0.04262 + +2023-06-17 17:28:36,442 - yago11k_0.0003 - [INFO] - [Epoch 8]: Training Loss: 0.0021537, Valid MRR: 0.04262, + + + +2023-06-17 17:28:37,107 - yago11k_0.0003 - [INFO] - [E:9| 0]: Train Loss:0.0021061, Val MRR:0.04262, yago11k_0.0003 +2023-06-17 17:29:42,735 - yago11k_0.0003 - [INFO] - [E:9| 100]: Train Loss:0.0021548, Val MRR:0.04262, yago11k_0.0003 +2023-06-17 17:30:48,277 - yago11k_0.0003 - [INFO] - [E:9| 200]: Train Loss:0.0021475, Val MRR:0.04262, yago11k_0.0003 +2023-06-17 17:31:53,839 - yago11k_0.0003 - [INFO] - [E:9| 300]: Train Loss:0.0021463, Val MRR:0.04262, yago11k_0.0003 +2023-06-17 17:32:59,384 - yago11k_0.0003 - [INFO] - [E:9| 400]: Train Loss:0.0021434, Val MRR:0.04262, yago11k_0.0003 +2023-06-17 17:34:05,057 - yago11k_0.0003 - [INFO] - [E:9| 500]: Train Loss:0.0021417, Val MRR:0.04262, yago11k_0.0003 +2023-06-17 17:35:10,320 - yago11k_0.0003 - [INFO] - [E:9| 600]: Train Loss:0.0021408, Val MRR:0.04262, yago11k_0.0003 +2023-06-17 17:35:10,321 - yago11k_0.0003 - [INFO] - [Epoch:9]: Training Loss:0.002141 + +2023-06-17 17:35:10,549 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 17:35:23,166 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 17:35:35,565 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.09668, Head : 0.00141, Avg : 0.04905 + MR: Tail : 2236.6, Head : 3426.5, Avg : 2831.5 + Hit-1: Tail : 0.05765, Head : 0.0, Avg : 0.02883 + Hit-3: Tail : 0.09489, Head : 0.0, Avg : 0.04744 + Hit-10: Tail : 0.17644, Head : 0.0, Avg : 0.08822 +2023-06-17 17:35:37,370 - yago11k_0.0003 - [INFO] - [Epoch 9]: Training Loss: 0.0021408, Valid MRR: 0.04905, + + + +2023-06-17 17:35:38,045 - yago11k_0.0003 - [INFO] - [E:10| 0]: Train Loss:0.0020497, Val MRR:0.04905, yago11k_0.0003 +2023-06-17 17:36:43,771 - yago11k_0.0003 - [INFO] - [E:10| 100]: Train Loss:0.0021407, Val MRR:0.04905, yago11k_0.0003 +2023-06-17 17:37:49,490 - yago11k_0.0003 - [INFO] - [E:10| 200]: Train Loss:0.0021328, Val MRR:0.04905, yago11k_0.0003 +2023-06-17 17:38:55,102 - yago11k_0.0003 - [INFO] - [E:10| 300]: Train Loss:0.0021293, Val MRR:0.04905, yago11k_0.0003 +2023-06-17 17:40:00,579 - yago11k_0.0003 - [INFO] - [E:10| 400]: Train Loss:0.0021279, Val MRR:0.04905, yago11k_0.0003 +2023-06-17 17:41:06,194 - yago11k_0.0003 - [INFO] - [E:10| 500]: Train Loss:0.0021285, Val MRR:0.04905, yago11k_0.0003 +2023-06-17 17:42:11,362 - yago11k_0.0003 - [INFO] - [E:10| 600]: Train Loss:0.0021274, Val MRR:0.04905, yago11k_0.0003 +2023-06-17 17:42:11,363 - yago11k_0.0003 - [INFO] - [Epoch:10]: Training Loss:0.002127 + +2023-06-17 17:42:11,590 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 17:42:24,099 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 17:42:36,583 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.11586, Head : 0.00281, Avg : 0.05934 + +2023-06-17 17:42:38,429 - yago11k_0.0003 - [INFO] - [Epoch 10]: Training Loss: 0.0021274, Valid MRR: 0.05934, + + + +2023-06-17 17:42:39,096 - yago11k_0.0003 - [INFO] - [E:11| 0]: Train Loss:0.0021802, Val MRR:0.05934, yago11k_0.0003 +2023-06-17 17:43:44,835 - yago11k_0.0003 - [INFO] - [E:11| 100]: Train Loss:0.0021032, Val MRR:0.05934, yago11k_0.0003 +2023-06-17 17:44:50,482 - yago11k_0.0003 - [INFO] - [E:11| 200]: Train Loss:0.0021092, Val MRR:0.05934, yago11k_0.0003 +2023-06-17 17:45:55,904 - yago11k_0.0003 - [INFO] - [E:11| 300]: Train Loss:0.0021084, Val MRR:0.05934, yago11k_0.0003 +2023-06-17 17:47:01,666 - yago11k_0.0003 - [INFO] - [E:11| 400]: Train Loss:0.0021039, Val MRR:0.05934, yago11k_0.0003 +2023-06-17 17:48:07,242 - yago11k_0.0003 - [INFO] - [E:11| 500]: Train Loss:0.0020986, Val MRR:0.05934, yago11k_0.0003 +2023-06-17 17:49:12,374 - yago11k_0.0003 - [INFO] - [E:11| 600]: Train Loss:0.0020981, Val MRR:0.05934, yago11k_0.0003 +2023-06-17 17:49:12,375 - yago11k_0.0003 - [INFO] - [Epoch:11]: Training Loss:0.002098 + +2023-06-17 17:49:12,603 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 17:49:25,168 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 17:49:37,594 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.12964, Head : 0.00329, Avg : 0.06647 + +2023-06-17 17:49:39,356 - yago11k_0.0003 - [INFO] - [Epoch 11]: Training Loss: 0.0020981, Valid MRR: 0.06647, + + + +2023-06-17 17:49:40,037 - yago11k_0.0003 - [INFO] - [E:12| 0]: Train Loss:0.0019769, Val MRR:0.06647, yago11k_0.0003 +2023-06-17 17:50:45,667 - yago11k_0.0003 - [INFO] - [E:12| 100]: Train Loss:0.0020848, Val MRR:0.06647, yago11k_0.0003 +2023-06-17 17:51:51,156 - yago11k_0.0003 - [INFO] - [E:12| 200]: Train Loss:0.0020907, Val MRR:0.06647, yago11k_0.0003 +2023-06-17 17:52:56,949 - yago11k_0.0003 - [INFO] - [E:12| 300]: Train Loss:0.0020877, Val MRR:0.06647, yago11k_0.0003 +2023-06-17 17:54:02,573 - yago11k_0.0003 - [INFO] - [E:12| 400]: Train Loss:0.0020815, Val MRR:0.06647, yago11k_0.0003 +2023-06-17 17:55:08,240 - yago11k_0.0003 - [INFO] - [E:12| 500]: Train Loss:0.0020756, Val MRR:0.06647, yago11k_0.0003 +2023-06-17 17:56:13,303 - yago11k_0.0003 - [INFO] - [E:12| 600]: Train Loss:0.0020709, Val MRR:0.06647, yago11k_0.0003 +2023-06-17 17:56:13,303 - yago11k_0.0003 - [INFO] - [Epoch:12]: Training Loss:0.002071 + +2023-06-17 17:56:13,528 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 17:56:26,150 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 17:56:38,522 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.13661, Head : 0.00381, Avg : 0.07021 + +2023-06-17 17:56:40,318 - yago11k_0.0003 - [INFO] - [Epoch 12]: Training Loss: 0.0020709, Valid MRR: 0.07021, + + + +2023-06-17 17:56:40,982 - yago11k_0.0003 - [INFO] - [E:13| 0]: Train Loss:0.0019609, Val MRR:0.07021, yago11k_0.0003 +2023-06-17 17:57:46,600 - yago11k_0.0003 - [INFO] - [E:13| 100]: Train Loss:0.0020649, Val MRR:0.07021, yago11k_0.0003 +2023-06-17 17:58:52,261 - yago11k_0.0003 - [INFO] - [E:13| 200]: Train Loss:0.0020542, Val MRR:0.07021, yago11k_0.0003 +2023-06-17 17:59:57,830 - yago11k_0.0003 - [INFO] - [E:13| 300]: Train Loss:0.0020535, Val MRR:0.07021, yago11k_0.0003 +2023-06-17 18:01:03,370 - yago11k_0.0003 - [INFO] - [E:13| 400]: Train Loss:0.0020522, Val MRR:0.07021, yago11k_0.0003 +2023-06-17 18:02:08,966 - yago11k_0.0003 - [INFO] - [E:13| 500]: Train Loss:0.0020507, Val MRR:0.07021, yago11k_0.0003 +2023-06-17 18:03:14,216 - yago11k_0.0003 - [INFO] - [E:13| 600]: Train Loss:0.0020487, Val MRR:0.07021, yago11k_0.0003 +2023-06-17 18:03:14,216 - yago11k_0.0003 - [INFO] - [Epoch:13]: Training Loss:0.002049 + +2023-06-17 18:03:14,438 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 18:03:26,991 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 18:03:39,406 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.15179, Head : 0.00401, Avg : 0.0779 + +2023-06-17 18:03:41,032 - yago11k_0.0003 - [INFO] - [Epoch 13]: Training Loss: 0.0020487, Valid MRR: 0.0779, + + + +2023-06-17 18:03:41,692 - yago11k_0.0003 - [INFO] - [E:14| 0]: Train Loss:0.0021393, Val MRR:0.0779, yago11k_0.0003 +2023-06-17 18:04:47,196 - yago11k_0.0003 - [INFO] - [E:14| 100]: Train Loss:0.0020289, Val MRR:0.0779, yago11k_0.0003 +2023-06-17 18:05:52,601 - yago11k_0.0003 - [INFO] - [E:14| 200]: Train Loss:0.0020338, Val MRR:0.0779, yago11k_0.0003 +2023-06-17 18:06:58,146 - yago11k_0.0003 - [INFO] - [E:14| 300]: Train Loss:0.0020335, Val MRR:0.0779, yago11k_0.0003 +2023-06-17 18:08:03,789 - yago11k_0.0003 - [INFO] - [E:14| 400]: Train Loss:0.002032, Val MRR:0.0779, yago11k_0.0003 +2023-06-17 18:09:09,246 - yago11k_0.0003 - [INFO] - [E:14| 500]: Train Loss:0.0020268, Val MRR:0.0779, yago11k_0.0003 +2023-06-17 18:10:14,420 - yago11k_0.0003 - [INFO] - [E:14| 600]: Train Loss:0.0020298, Val MRR:0.0779, yago11k_0.0003 +2023-06-17 18:10:14,420 - yago11k_0.0003 - [INFO] - [Epoch:14]: Training Loss:0.00203 + +2023-06-17 18:10:14,649 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 18:10:27,227 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 18:10:39,723 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.15848, Head : 0.00509, Avg : 0.08179 + +2023-06-17 18:10:41,582 - yago11k_0.0003 - [INFO] - [Epoch 14]: Training Loss: 0.0020298, Valid MRR: 0.08179, + + + +2023-06-17 18:10:42,252 - yago11k_0.0003 - [INFO] - [E:15| 0]: Train Loss:0.0019829, Val MRR:0.08179, yago11k_0.0003 +2023-06-17 18:11:47,704 - yago11k_0.0003 - [INFO] - [E:15| 100]: Train Loss:0.0020135, Val MRR:0.08179, yago11k_0.0003 +2023-06-17 18:12:53,171 - yago11k_0.0003 - [INFO] - [E:15| 200]: Train Loss:0.0020075, Val MRR:0.08179, yago11k_0.0003 +2023-06-17 18:13:58,801 - yago11k_0.0003 - [INFO] - [E:15| 300]: Train Loss:0.0020119, Val MRR:0.08179, yago11k_0.0003 +2023-06-17 18:15:04,359 - yago11k_0.0003 - [INFO] - [E:15| 400]: Train Loss:0.00201, Val MRR:0.08179, yago11k_0.0003 +2023-06-17 18:16:09,819 - yago11k_0.0003 - [INFO] - [E:15| 500]: Train Loss:0.0020078, Val MRR:0.08179, yago11k_0.0003 +2023-06-17 18:17:15,043 - yago11k_0.0003 - [INFO] - [E:15| 600]: Train Loss:0.0020085, Val MRR:0.08179, yago11k_0.0003 +2023-06-17 18:17:15,044 - yago11k_0.0003 - [INFO] - [Epoch:15]: Training Loss:0.002009 + +2023-06-17 18:17:15,272 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 18:17:27,872 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 18:17:40,291 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.17517, Head : 0.00815, Avg : 0.09166 + +2023-06-17 18:17:42,163 - yago11k_0.0003 - [INFO] - [Epoch 15]: Training Loss: 0.0020085, Valid MRR: 0.09166, + + + +2023-06-17 18:17:42,828 - yago11k_0.0003 - [INFO] - [E:16| 0]: Train Loss:0.0020151, Val MRR:0.09166, yago11k_0.0003 +2023-06-17 18:18:48,469 - yago11k_0.0003 - [INFO] - [E:16| 100]: Train Loss:0.0019851, Val MRR:0.09166, yago11k_0.0003 +2023-06-17 18:19:54,178 - yago11k_0.0003 - [INFO] - [E:16| 200]: Train Loss:0.0019912, Val MRR:0.09166, yago11k_0.0003 +2023-06-17 18:20:59,700 - yago11k_0.0003 - [INFO] - [E:16| 300]: Train Loss:0.0019926, Val MRR:0.09166, yago11k_0.0003 +2023-06-17 18:22:05,327 - yago11k_0.0003 - [INFO] - [E:16| 400]: Train Loss:0.0019889, Val MRR:0.09166, yago11k_0.0003 +2023-06-17 18:23:11,011 - yago11k_0.0003 - [INFO] - [E:16| 500]: Train Loss:0.0019895, Val MRR:0.09166, yago11k_0.0003 +2023-06-17 18:24:16,108 - yago11k_0.0003 - [INFO] - [E:16| 600]: Train Loss:0.0019866, Val MRR:0.09166, yago11k_0.0003 +2023-06-17 18:24:16,108 - yago11k_0.0003 - [INFO] - [Epoch:16]: Training Loss:0.001987 + +2023-06-17 18:24:16,329 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 18:24:28,871 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 18:24:41,328 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.17687, Head : 0.00941, Avg : 0.09314 + +2023-06-17 18:24:43,180 - yago11k_0.0003 - [INFO] - [Epoch 16]: Training Loss: 0.0019866, Valid MRR: 0.09314, + + + +2023-06-17 18:24:43,858 - yago11k_0.0003 - [INFO] - [E:17| 0]: Train Loss:0.0019333, Val MRR:0.09314, yago11k_0.0003 +2023-06-17 18:25:49,286 - yago11k_0.0003 - [INFO] - [E:17| 100]: Train Loss:0.0019763, Val MRR:0.09314, yago11k_0.0003 +2023-06-17 18:26:54,786 - yago11k_0.0003 - [INFO] - [E:17| 200]: Train Loss:0.0019642, Val MRR:0.09314, yago11k_0.0003 +2023-06-17 18:28:00,442 - yago11k_0.0003 - [INFO] - [E:17| 300]: Train Loss:0.0019694, Val MRR:0.09314, yago11k_0.0003 +2023-06-17 18:29:06,126 - yago11k_0.0003 - [INFO] - [E:17| 400]: Train Loss:0.0019709, Val MRR:0.09314, yago11k_0.0003 +2023-06-17 18:30:11,472 - yago11k_0.0003 - [INFO] - [E:17| 500]: Train Loss:0.0019665, Val MRR:0.09314, yago11k_0.0003 +2023-06-17 18:31:16,717 - yago11k_0.0003 - [INFO] - [E:17| 600]: Train Loss:0.0019626, Val MRR:0.09314, yago11k_0.0003 +2023-06-17 18:31:16,717 - yago11k_0.0003 - [INFO] - [Epoch:17]: Training Loss:0.001963 + +2023-06-17 18:31:16,938 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 18:31:29,434 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 18:31:41,841 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.18024, Head : 0.01324, Avg : 0.09674 + +2023-06-17 18:31:43,630 - yago11k_0.0003 - [INFO] - [Epoch 17]: Training Loss: 0.0019626, Valid MRR: 0.09674, + + + +2023-06-17 18:31:44,299 - yago11k_0.0003 - [INFO] - [E:18| 0]: Train Loss:0.0019648, Val MRR:0.09674, yago11k_0.0003 +2023-06-17 18:32:49,833 - yago11k_0.0003 - [INFO] - [E:18| 100]: Train Loss:0.0019498, Val MRR:0.09674, yago11k_0.0003 +2023-06-17 18:33:55,278 - yago11k_0.0003 - [INFO] - [E:18| 200]: Train Loss:0.0019508, Val MRR:0.09674, yago11k_0.0003 +2023-06-17 18:35:00,844 - yago11k_0.0003 - [INFO] - [E:18| 300]: Train Loss:0.0019502, Val MRR:0.09674, yago11k_0.0003 +2023-06-17 18:36:06,338 - yago11k_0.0003 - [INFO] - [E:18| 400]: Train Loss:0.0019477, Val MRR:0.09674, yago11k_0.0003 +2023-06-17 18:37:11,928 - yago11k_0.0003 - [INFO] - [E:18| 500]: Train Loss:0.0019409, Val MRR:0.09674, yago11k_0.0003 +2023-06-17 18:38:17,245 - yago11k_0.0003 - [INFO] - [E:18| 600]: Train Loss:0.0019391, Val MRR:0.09674, yago11k_0.0003 +2023-06-17 18:38:17,245 - yago11k_0.0003 - [INFO] - [Epoch:18]: Training Loss:0.001939 + +2023-06-17 18:38:17,466 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 18:38:29,991 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 18:38:42,436 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.18341, Head : 0.01697, Avg : 0.10019 + +2023-06-17 18:38:44,226 - yago11k_0.0003 - [INFO] - [Epoch 18]: Training Loss: 0.0019391, Valid MRR: 0.10019, + + + +2023-06-17 18:38:44,898 - yago11k_0.0003 - [INFO] - [E:19| 0]: Train Loss:0.0020229, Val MRR:0.10019, yago11k_0.0003 +2023-06-17 18:39:50,406 - yago11k_0.0003 - [INFO] - [E:19| 100]: Train Loss:0.001928, Val MRR:0.10019, yago11k_0.0003 +2023-06-17 18:40:55,949 - yago11k_0.0003 - [INFO] - [E:19| 200]: Train Loss:0.001927, Val MRR:0.10019, yago11k_0.0003 +2023-06-17 18:42:01,540 - yago11k_0.0003 - [INFO] - [E:19| 300]: Train Loss:0.0019232, Val MRR:0.10019, yago11k_0.0003 +2023-06-17 18:43:07,029 - yago11k_0.0003 - [INFO] - [E:19| 400]: Train Loss:0.0019186, Val MRR:0.10019, yago11k_0.0003 +2023-06-17 18:44:12,601 - yago11k_0.0003 - [INFO] - [E:19| 500]: Train Loss:0.0019161, Val MRR:0.10019, yago11k_0.0003 +2023-06-17 18:45:17,934 - yago11k_0.0003 - [INFO] - [E:19| 600]: Train Loss:0.0019145, Val MRR:0.10019, yago11k_0.0003 +2023-06-17 18:45:17,934 - yago11k_0.0003 - [INFO] - [Epoch:19]: Training Loss:0.001915 + +2023-06-17 18:45:18,159 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 18:45:30,746 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 18:45:43,126 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.18232, Head : 0.0214, Avg : 0.10186 + MR: Tail : 583.17, Head : 1120.8, Avg : 851.96 + Hit-1: Tail : 0.11517, Head : 0.00528, Avg : 0.06023 + Hit-3: Tail : 0.19366, Head : 0.01292, Avg : 0.10329 + Hit-10: Tail : 0.31412, Head : 0.04418, Avg : 0.17915 +2023-06-17 18:45:44,842 - yago11k_0.0003 - [INFO] - [Epoch 19]: Training Loss: 0.0019145, Valid MRR: 0.10186, + + + +2023-06-17 18:45:45,502 - yago11k_0.0003 - [INFO] - [E:20| 0]: Train Loss:0.0018055, Val MRR:0.10186, yago11k_0.0003 +2023-06-17 18:46:51,163 - yago11k_0.0003 - [INFO] - [E:20| 100]: Train Loss:0.0018947, Val MRR:0.10186, yago11k_0.0003 +2023-06-17 18:47:56,785 - yago11k_0.0003 - [INFO] - [E:20| 200]: Train Loss:0.0018972, Val MRR:0.10186, yago11k_0.0003 +2023-06-17 18:49:02,425 - yago11k_0.0003 - [INFO] - [E:20| 300]: Train Loss:0.0018955, Val MRR:0.10186, yago11k_0.0003 +2023-06-17 18:50:07,788 - yago11k_0.0003 - [INFO] - [E:20| 400]: Train Loss:0.0018928, Val MRR:0.10186, yago11k_0.0003 +2023-06-17 18:51:13,421 - yago11k_0.0003 - [INFO] - [E:20| 500]: Train Loss:0.0018887, Val MRR:0.10186, yago11k_0.0003 +2023-06-17 18:52:18,515 - yago11k_0.0003 - [INFO] - [E:20| 600]: Train Loss:0.0018885, Val MRR:0.10186, yago11k_0.0003 +2023-06-17 18:52:18,515 - yago11k_0.0003 - [INFO] - [Epoch:20]: Training Loss:0.001889 + +2023-06-17 18:52:18,741 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 18:52:31,215 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 18:52:43,651 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.18755, Head : 0.02308, Avg : 0.10531 + +2023-06-17 18:52:45,347 - yago11k_0.0003 - [INFO] - [Epoch 20]: Training Loss: 0.0018885, Valid MRR: 0.10531, + + + +2023-06-17 18:52:46,025 - yago11k_0.0003 - [INFO] - [E:21| 0]: Train Loss:0.0018059, Val MRR:0.10531, yago11k_0.0003 +2023-06-17 18:53:51,589 - yago11k_0.0003 - [INFO] - [E:21| 100]: Train Loss:0.0018555, Val MRR:0.10531, yago11k_0.0003 +2023-06-17 18:54:57,163 - yago11k_0.0003 - [INFO] - [E:21| 200]: Train Loss:0.0018627, Val MRR:0.10531, yago11k_0.0003 +2023-06-17 18:56:02,874 - yago11k_0.0003 - [INFO] - [E:21| 300]: Train Loss:0.0018617, Val MRR:0.10531, yago11k_0.0003 +2023-06-17 18:57:08,375 - yago11k_0.0003 - [INFO] - [E:21| 400]: Train Loss:0.0018609, Val MRR:0.10531, yago11k_0.0003 +2023-06-17 18:58:13,892 - yago11k_0.0003 - [INFO] - [E:21| 500]: Train Loss:0.0018628, Val MRR:0.10531, yago11k_0.0003 +2023-06-17 18:59:19,103 - yago11k_0.0003 - [INFO] - [E:21| 600]: Train Loss:0.001863, Val MRR:0.10531, yago11k_0.0003 +2023-06-17 18:59:19,104 - yago11k_0.0003 - [INFO] - [Epoch:21]: Training Loss:0.001863 + +2023-06-17 18:59:19,330 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 18:59:31,892 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 18:59:44,283 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.18825, Head : 0.02455, Avg : 0.1064 + +2023-06-17 18:59:45,886 - yago11k_0.0003 - [INFO] - [Epoch 21]: Training Loss: 0.001863, Valid MRR: 0.1064, + + + +2023-06-17 18:59:46,549 - yago11k_0.0003 - [INFO] - [E:22| 0]: Train Loss:0.001819, Val MRR:0.1064, yago11k_0.0003 +2023-06-17 19:00:52,298 - yago11k_0.0003 - [INFO] - [E:22| 100]: Train Loss:0.0018519, Val MRR:0.1064, yago11k_0.0003 +2023-06-17 19:01:57,889 - yago11k_0.0003 - [INFO] - [E:22| 200]: Train Loss:0.0018454, Val MRR:0.1064, yago11k_0.0003 +2023-06-17 19:03:03,496 - yago11k_0.0003 - [INFO] - [E:22| 300]: Train Loss:0.0018433, Val MRR:0.1064, yago11k_0.0003 +2023-06-17 19:04:09,196 - yago11k_0.0003 - [INFO] - [E:22| 400]: Train Loss:0.0018405, Val MRR:0.1064, yago11k_0.0003 +2023-06-17 19:05:14,751 - yago11k_0.0003 - [INFO] - [E:22| 500]: Train Loss:0.00184, Val MRR:0.1064, yago11k_0.0003 +2023-06-17 19:06:19,886 - yago11k_0.0003 - [INFO] - [E:22| 600]: Train Loss:0.0018382, Val MRR:0.1064, yago11k_0.0003 +2023-06-17 19:06:19,887 - yago11k_0.0003 - [INFO] - [Epoch:22]: Training Loss:0.001838 + +2023-06-17 19:06:20,114 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 19:06:32,704 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 19:06:45,128 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.18878, Head : 0.03076, Avg : 0.10977 + +2023-06-17 19:06:46,590 - yago11k_0.0003 - [INFO] - [Epoch 22]: Training Loss: 0.0018382, Valid MRR: 0.10977, + + + +2023-06-17 19:06:47,262 - yago11k_0.0003 - [INFO] - [E:23| 0]: Train Loss:0.0018549, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:07:52,794 - yago11k_0.0003 - [INFO] - [E:23| 100]: Train Loss:0.0018154, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:08:58,353 - yago11k_0.0003 - [INFO] - [E:23| 200]: Train Loss:0.001815, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:10:03,948 - yago11k_0.0003 - [INFO] - [E:23| 300]: Train Loss:0.0018131, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:11:09,649 - yago11k_0.0003 - [INFO] - [E:23| 400]: Train Loss:0.0018163, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:12:15,342 - yago11k_0.0003 - [INFO] - [E:23| 500]: Train Loss:0.0018139, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:13:20,537 - yago11k_0.0003 - [INFO] - [E:23| 600]: Train Loss:0.0018126, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:13:20,537 - yago11k_0.0003 - [INFO] - [Epoch:23]: Training Loss:0.001813 + +2023-06-17 19:13:20,763 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 19:13:33,316 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 19:13:45,715 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.18, Head : 0.03602, Avg : 0.10801 + +2023-06-17 19:13:45,715 - yago11k_0.0003 - [INFO] - [Epoch 23]: Training Loss: 0.0018126, Valid MRR: 0.10977, + + + +2023-06-17 19:13:46,382 - yago11k_0.0003 - [INFO] - [E:24| 0]: Train Loss:0.0018262, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:14:51,991 - yago11k_0.0003 - [INFO] - [E:24| 100]: Train Loss:0.0018016, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:15:57,619 - yago11k_0.0003 - [INFO] - [E:24| 200]: Train Loss:0.0017946, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:17:03,224 - yago11k_0.0003 - [INFO] - [E:24| 300]: Train Loss:0.0017923, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:18:08,720 - yago11k_0.0003 - [INFO] - [E:24| 400]: Train Loss:0.0017917, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:19:14,278 - yago11k_0.0003 - [INFO] - [E:24| 500]: Train Loss:0.0017908, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:20:19,611 - yago11k_0.0003 - [INFO] - [E:24| 600]: Train Loss:0.0017877, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:20:19,611 - yago11k_0.0003 - [INFO] - [Epoch:24]: Training Loss:0.001788 + +2023-06-17 19:20:19,837 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 19:20:32,388 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 19:20:44,844 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.17812, Head : 0.0392, Avg : 0.10866 + +2023-06-17 19:20:44,845 - yago11k_0.0003 - [INFO] - [Epoch 24]: Training Loss: 0.0017877, Valid MRR: 0.10977, + + + +2023-06-17 19:20:45,518 - yago11k_0.0003 - [INFO] - [E:25| 0]: Train Loss:0.0018176, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:21:51,090 - yago11k_0.0003 - [INFO] - [E:25| 100]: Train Loss:0.0017644, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:22:56,720 - yago11k_0.0003 - [INFO] - [E:25| 200]: Train Loss:0.0017726, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:24:02,339 - yago11k_0.0003 - [INFO] - [E:25| 300]: Train Loss:0.001769, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:25:07,937 - yago11k_0.0003 - [INFO] - [E:25| 400]: Train Loss:0.0017672, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:26:13,522 - yago11k_0.0003 - [INFO] - [E:25| 500]: Train Loss:0.0017617, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:27:18,540 - yago11k_0.0003 - [INFO] - [E:25| 600]: Train Loss:0.0017605, Val MRR:0.10977, yago11k_0.0003 +2023-06-17 19:27:18,541 - yago11k_0.0003 - [INFO] - [Epoch:25]: Training Loss:0.001761 + +2023-06-17 19:27:18,764 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 19:27:31,276 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 19:27:43,705 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.19042, Head : 0.04369, Avg : 0.11706 + +2023-06-17 19:27:45,396 - yago11k_0.0003 - [INFO] - [Epoch 25]: Training Loss: 0.0017605, Valid MRR: 0.11706, + + + +2023-06-17 19:27:46,068 - yago11k_0.0003 - [INFO] - [E:26| 0]: Train Loss:0.0016713, Val MRR:0.11706, yago11k_0.0003 +2023-06-17 19:28:51,631 - yago11k_0.0003 - [INFO] - [E:26| 100]: Train Loss:0.0017438, Val MRR:0.11706, yago11k_0.0003 +2023-06-17 19:29:57,292 - yago11k_0.0003 - [INFO] - [E:26| 200]: Train Loss:0.0017417, Val MRR:0.11706, yago11k_0.0003 +2023-06-17 19:31:02,786 - yago11k_0.0003 - [INFO] - [E:26| 300]: Train Loss:0.0017424, Val MRR:0.11706, yago11k_0.0003 +2023-06-17 19:32:08,342 - yago11k_0.0003 - [INFO] - [E:26| 400]: Train Loss:0.0017401, Val MRR:0.11706, yago11k_0.0003 +2023-06-17 19:33:13,871 - yago11k_0.0003 - [INFO] - [E:26| 500]: Train Loss:0.0017365, Val MRR:0.11706, yago11k_0.0003 +2023-06-17 19:34:19,151 - yago11k_0.0003 - [INFO] - [E:26| 600]: Train Loss:0.0017351, Val MRR:0.11706, yago11k_0.0003 +2023-06-17 19:34:19,151 - yago11k_0.0003 - [INFO] - [Epoch:26]: Training Loss:0.001735 + +2023-06-17 19:34:19,378 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 19:34:31,915 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 19:34:44,312 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.20449, Head : 0.0497, Avg : 0.12709 + +2023-06-17 19:34:45,693 - yago11k_0.0003 - [INFO] - [Epoch 26]: Training Loss: 0.0017351, Valid MRR: 0.12709, + + + +2023-06-17 19:34:46,368 - yago11k_0.0003 - [INFO] - [E:27| 0]: Train Loss:0.0017051, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:35:52,064 - yago11k_0.0003 - [INFO] - [E:27| 100]: Train Loss:0.0017154, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:36:57,572 - yago11k_0.0003 - [INFO] - [E:27| 200]: Train Loss:0.0017132, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:38:03,301 - yago11k_0.0003 - [INFO] - [E:27| 300]: Train Loss:0.0017163, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:39:08,885 - yago11k_0.0003 - [INFO] - [E:27| 400]: Train Loss:0.0017129, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:40:14,469 - yago11k_0.0003 - [INFO] - [E:27| 500]: Train Loss:0.0017112, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:41:19,586 - yago11k_0.0003 - [INFO] - [E:27| 600]: Train Loss:0.0017109, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:41:19,587 - yago11k_0.0003 - [INFO] - [Epoch:27]: Training Loss:0.001711 + +2023-06-17 19:41:19,811 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 19:41:32,355 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 19:41:44,706 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.19792, Head : 0.05361, Avg : 0.12577 + +2023-06-17 19:41:44,706 - yago11k_0.0003 - [INFO] - [Epoch 27]: Training Loss: 0.0017109, Valid MRR: 0.12709, + + + +2023-06-17 19:41:45,352 - yago11k_0.0003 - [INFO] - [E:28| 0]: Train Loss:0.0016293, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:42:50,863 - yago11k_0.0003 - [INFO] - [E:28| 100]: Train Loss:0.0016881, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:43:56,505 - yago11k_0.0003 - [INFO] - [E:28| 200]: Train Loss:0.0016874, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:45:01,909 - yago11k_0.0003 - [INFO] - [E:28| 300]: Train Loss:0.0016872, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:46:07,358 - yago11k_0.0003 - [INFO] - [E:28| 400]: Train Loss:0.0016894, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:47:12,914 - yago11k_0.0003 - [INFO] - [E:28| 500]: Train Loss:0.0016875, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:48:18,086 - yago11k_0.0003 - [INFO] - [E:28| 600]: Train Loss:0.001686, Val MRR:0.12709, yago11k_0.0003 +2023-06-17 19:48:18,087 - yago11k_0.0003 - [INFO] - [Epoch:28]: Training Loss:0.001686 + +2023-06-17 19:48:18,314 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 19:48:30,912 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 19:48:43,319 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.2142, Head : 0.06249, Avg : 0.13835 + +2023-06-17 19:48:45,027 - yago11k_0.0003 - [INFO] - [Epoch 28]: Training Loss: 0.001686, Valid MRR: 0.13835, + + + +2023-06-17 19:48:45,704 - yago11k_0.0003 - [INFO] - [E:29| 0]: Train Loss:0.0016233, Val MRR:0.13835, yago11k_0.0003 +2023-06-17 19:49:51,281 - yago11k_0.0003 - [INFO] - [E:29| 100]: Train Loss:0.0016722, Val MRR:0.13835, yago11k_0.0003 +2023-06-17 19:50:56,893 - yago11k_0.0003 - [INFO] - [E:29| 200]: Train Loss:0.0016688, Val MRR:0.13835, yago11k_0.0003 +2023-06-17 19:52:02,635 - yago11k_0.0003 - [INFO] - [E:29| 300]: Train Loss:0.0016656, Val MRR:0.13835, yago11k_0.0003 +2023-06-17 19:53:08,242 - yago11k_0.0003 - [INFO] - [E:29| 400]: Train Loss:0.0016651, Val MRR:0.13835, yago11k_0.0003 +2023-06-17 19:54:13,744 - yago11k_0.0003 - [INFO] - [E:29| 500]: Train Loss:0.001665, Val MRR:0.13835, yago11k_0.0003 +2023-06-17 19:55:19,122 - yago11k_0.0003 - [INFO] - [E:29| 600]: Train Loss:0.0016629, Val MRR:0.13835, yago11k_0.0003 +2023-06-17 19:55:19,123 - yago11k_0.0003 - [INFO] - [Epoch:29]: Training Loss:0.001663 + +2023-06-17 19:55:19,351 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 19:55:31,906 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 19:55:44,402 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.22043, Head : 0.07447, Avg : 0.14745 + MR: Tail : 206.62, Head : 653.85, Avg : 430.23 + Hit-1: Tail : 0.11864, Head : 0.02667, Avg : 0.07266 + Hit-3: Tail : 0.25299, Head : 0.06891, Avg : 0.16095 + Hit-10: Tail : 0.41901, Head : 0.16421, Avg : 0.29161 +2023-06-17 19:55:46,069 - yago11k_0.0003 - [INFO] - [Epoch 29]: Training Loss: 0.0016629, Valid MRR: 0.14745, + + + +2023-06-17 19:55:46,740 - yago11k_0.0003 - [INFO] - [E:30| 0]: Train Loss:0.0016335, Val MRR:0.14745, yago11k_0.0003 +2023-06-17 19:56:52,369 - yago11k_0.0003 - [INFO] - [E:30| 100]: Train Loss:0.0016397, Val MRR:0.14745, yago11k_0.0003 +2023-06-17 19:57:58,044 - yago11k_0.0003 - [INFO] - [E:30| 200]: Train Loss:0.0016463, Val MRR:0.14745, yago11k_0.0003 +2023-06-17 19:59:03,559 - yago11k_0.0003 - [INFO] - [E:30| 300]: Train Loss:0.0016457, Val MRR:0.14745, yago11k_0.0003 +2023-06-17 20:00:09,089 - yago11k_0.0003 - [INFO] - [E:30| 400]: Train Loss:0.001645, Val MRR:0.14745, yago11k_0.0003 +2023-06-17 20:01:14,712 - yago11k_0.0003 - [INFO] - [E:30| 500]: Train Loss:0.0016417, Val MRR:0.14745, yago11k_0.0003 +2023-06-17 20:02:19,827 - yago11k_0.0003 - [INFO] - [E:30| 600]: Train Loss:0.0016406, Val MRR:0.14745, yago11k_0.0003 +2023-06-17 20:02:19,828 - yago11k_0.0003 - [INFO] - [Epoch:30]: Training Loss:0.001641 + +2023-06-17 20:02:20,053 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 20:02:32,685 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 20:02:45,106 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.24147, Head : 0.08289, Avg : 0.16218 + +2023-06-17 20:02:46,903 - yago11k_0.0003 - [INFO] - [Epoch 30]: Training Loss: 0.0016406, Valid MRR: 0.16218, + + + +2023-06-17 20:02:47,570 - yago11k_0.0003 - [INFO] - [E:31| 0]: Train Loss:0.0017034, Val MRR:0.16218, yago11k_0.0003 +2023-06-17 20:03:53,363 - yago11k_0.0003 - [INFO] - [E:31| 100]: Train Loss:0.0016288, Val MRR:0.16218, yago11k_0.0003 +2023-06-17 20:04:59,043 - yago11k_0.0003 - [INFO] - [E:31| 200]: Train Loss:0.0016227, Val MRR:0.16218, yago11k_0.0003 +2023-06-17 20:06:04,698 - yago11k_0.0003 - [INFO] - [E:31| 300]: Train Loss:0.0016211, Val MRR:0.16218, yago11k_0.0003 +2023-06-17 20:07:10,586 - yago11k_0.0003 - [INFO] - [E:31| 400]: Train Loss:0.00162, Val MRR:0.16218, yago11k_0.0003 +2023-06-17 20:08:16,159 - yago11k_0.0003 - [INFO] - [E:31| 500]: Train Loss:0.0016193, Val MRR:0.16218, yago11k_0.0003 +2023-06-17 20:09:21,512 - yago11k_0.0003 - [INFO] - [E:31| 600]: Train Loss:0.0016183, Val MRR:0.16218, yago11k_0.0003 +2023-06-17 20:09:21,513 - yago11k_0.0003 - [INFO] - [Epoch:31]: Training Loss:0.001618 + +2023-06-17 20:09:21,738 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 20:09:34,306 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 20:09:46,744 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.24721, Head : 0.0963, Avg : 0.17175 + +2023-06-17 20:09:48,457 - yago11k_0.0003 - [INFO] - [Epoch 31]: Training Loss: 0.0016183, Valid MRR: 0.17175, + + + +2023-06-17 20:09:49,127 - yago11k_0.0003 - [INFO] - [E:32| 0]: Train Loss:0.0015903, Val MRR:0.17175, yago11k_0.0003 +2023-06-17 20:10:54,572 - yago11k_0.0003 - [INFO] - [E:32| 100]: Train Loss:0.0016033, Val MRR:0.17175, yago11k_0.0003 +2023-06-17 20:12:00,292 - yago11k_0.0003 - [INFO] - [E:32| 200]: Train Loss:0.0016056, Val MRR:0.17175, yago11k_0.0003 +2023-06-17 20:13:05,879 - yago11k_0.0003 - [INFO] - [E:32| 300]: Train Loss:0.001604, Val MRR:0.17175, yago11k_0.0003 +2023-06-17 20:14:11,320 - yago11k_0.0003 - [INFO] - [E:32| 400]: Train Loss:0.0016008, Val MRR:0.17175, yago11k_0.0003 +2023-06-17 20:15:16,954 - yago11k_0.0003 - [INFO] - [E:32| 500]: Train Loss:0.0015999, Val MRR:0.17175, yago11k_0.0003 +2023-06-17 20:16:22,040 - yago11k_0.0003 - [INFO] - [E:32| 600]: Train Loss:0.0015977, Val MRR:0.17175, yago11k_0.0003 +2023-06-17 20:16:22,041 - yago11k_0.0003 - [INFO] - [Epoch:32]: Training Loss:0.001598 + +2023-06-17 20:16:22,267 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 20:16:34,804 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 20:16:47,213 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.25964, Head : 0.10648, Avg : 0.18306 + +2023-06-17 20:16:48,210 - yago11k_0.0003 - [INFO] - [Epoch 32]: Training Loss: 0.0015977, Valid MRR: 0.18306, + + + +2023-06-17 20:16:48,857 - yago11k_0.0003 - [INFO] - [E:33| 0]: Train Loss:0.0016469, Val MRR:0.18306, yago11k_0.0003 +2023-06-17 20:17:54,413 - yago11k_0.0003 - [INFO] - [E:33| 100]: Train Loss:0.0015827, Val MRR:0.18306, yago11k_0.0003 +2023-06-17 20:19:00,148 - yago11k_0.0003 - [INFO] - [E:33| 200]: Train Loss:0.0015772, Val MRR:0.18306, yago11k_0.0003 +2023-06-17 20:20:05,567 - yago11k_0.0003 - [INFO] - [E:33| 300]: Train Loss:0.0015776, Val MRR:0.18306, yago11k_0.0003 +2023-06-17 20:21:11,184 - yago11k_0.0003 - [INFO] - [E:33| 400]: Train Loss:0.0015778, Val MRR:0.18306, yago11k_0.0003 +2023-06-17 20:22:16,874 - yago11k_0.0003 - [INFO] - [E:33| 500]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.0003 +2023-06-17 20:23:21,986 - yago11k_0.0003 - [INFO] - [E:33| 600]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.0003 +2023-06-17 20:23:21,986 - yago11k_0.0003 - [INFO] - [Epoch:33]: Training Loss:0.001578 + +2023-06-17 20:23:22,212 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 20:23:34,768 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 20:23:47,217 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.2859, Head : 0.11851, Avg : 0.2022 + +2023-06-17 20:23:48,914 - yago11k_0.0003 - [INFO] - [Epoch 33]: Training Loss: 0.0015784, Valid MRR: 0.2022, + + + +2023-06-17 20:23:49,585 - yago11k_0.0003 - [INFO] - [E:34| 0]: Train Loss:0.0015723, Val MRR:0.2022, yago11k_0.0003 +2023-06-17 20:24:55,189 - yago11k_0.0003 - [INFO] - [E:34| 100]: Train Loss:0.0015751, Val MRR:0.2022, yago11k_0.0003 +2023-06-17 20:26:00,657 - yago11k_0.0003 - [INFO] - [E:34| 200]: Train Loss:0.0015682, Val MRR:0.2022, yago11k_0.0003 +2023-06-17 20:27:06,361 - yago11k_0.0003 - [INFO] - [E:34| 300]: Train Loss:0.0015648, Val MRR:0.2022, yago11k_0.0003 +2023-06-17 20:28:12,162 - yago11k_0.0003 - [INFO] - [E:34| 400]: Train Loss:0.0015642, Val MRR:0.2022, yago11k_0.0003 +2023-06-17 20:29:17,844 - yago11k_0.0003 - [INFO] - [E:34| 500]: Train Loss:0.0015614, Val MRR:0.2022, yago11k_0.0003 +2023-06-17 20:30:22,941 - yago11k_0.0003 - [INFO] - [E:34| 600]: Train Loss:0.0015596, Val MRR:0.2022, yago11k_0.0003 +2023-06-17 20:30:22,942 - yago11k_0.0003 - [INFO] - [Epoch:34]: Training Loss:0.00156 + +2023-06-17 20:30:23,162 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 20:30:35,707 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 20:30:48,168 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.2822, Head : 0.12347, Avg : 0.20284 + +2023-06-17 20:30:49,715 - yago11k_0.0003 - [INFO] - [Epoch 34]: Training Loss: 0.0015596, Valid MRR: 0.20284, + + + +2023-06-17 20:30:50,378 - yago11k_0.0003 - [INFO] - [E:35| 0]: Train Loss:0.0016254, Val MRR:0.20284, yago11k_0.0003 +2023-06-17 20:31:55,923 - yago11k_0.0003 - [INFO] - [E:35| 100]: Train Loss:0.0015528, Val MRR:0.20284, yago11k_0.0003 +2023-06-17 20:33:01,438 - yago11k_0.0003 - [INFO] - [E:35| 200]: Train Loss:0.0015478, Val MRR:0.20284, yago11k_0.0003 +2023-06-17 20:34:06,911 - yago11k_0.0003 - [INFO] - [E:35| 300]: Train Loss:0.001545, Val MRR:0.20284, yago11k_0.0003 +2023-06-17 20:35:12,484 - yago11k_0.0003 - [INFO] - [E:35| 400]: Train Loss:0.0015443, Val MRR:0.20284, yago11k_0.0003 +2023-06-17 20:36:18,223 - yago11k_0.0003 - [INFO] - [E:35| 500]: Train Loss:0.0015426, Val MRR:0.20284, yago11k_0.0003 +2023-06-17 20:37:23,397 - yago11k_0.0003 - [INFO] - [E:35| 600]: Train Loss:0.0015413, Val MRR:0.20284, yago11k_0.0003 +2023-06-17 20:37:23,397 - yago11k_0.0003 - [INFO] - [Epoch:35]: Training Loss:0.001541 + +2023-06-17 20:37:23,623 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 20:37:36,254 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 20:37:48,744 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.28984, Head : 0.13855, Avg : 0.21419 + +2023-06-17 20:37:50,486 - yago11k_0.0003 - [INFO] - [Epoch 35]: Training Loss: 0.0015413, Valid MRR: 0.21419, + + + +2023-06-17 20:37:51,152 - yago11k_0.0003 - [INFO] - [E:36| 0]: Train Loss:0.0015247, Val MRR:0.21419, yago11k_0.0003 +2023-06-17 20:38:56,820 - yago11k_0.0003 - [INFO] - [E:36| 100]: Train Loss:0.0015275, Val MRR:0.21419, yago11k_0.0003 +2023-06-17 20:40:02,344 - yago11k_0.0003 - [INFO] - [E:36| 200]: Train Loss:0.0015288, Val MRR:0.21419, yago11k_0.0003 +2023-06-17 20:41:07,968 - yago11k_0.0003 - [INFO] - [E:36| 300]: Train Loss:0.0015283, Val MRR:0.21419, yago11k_0.0003 +2023-06-17 20:42:13,587 - yago11k_0.0003 - [INFO] - [E:36| 400]: Train Loss:0.0015266, Val MRR:0.21419, yago11k_0.0003 +2023-06-17 20:43:19,071 - yago11k_0.0003 - [INFO] - [E:36| 500]: Train Loss:0.0015277, Val MRR:0.21419, yago11k_0.0003 +2023-06-17 20:44:24,318 - yago11k_0.0003 - [INFO] - [E:36| 600]: Train Loss:0.0015261, Val MRR:0.21419, yago11k_0.0003 +2023-06-17 20:44:24,318 - yago11k_0.0003 - [INFO] - [Epoch:36]: Training Loss:0.001526 + +2023-06-17 20:44:24,540 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 20:44:37,136 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 20:44:49,615 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.29453, Head : 0.13671, Avg : 0.21562 + +2023-06-17 20:44:51,404 - yago11k_0.0003 - [INFO] - [Epoch 36]: Training Loss: 0.0015261, Valid MRR: 0.21562, + + + +2023-06-17 20:44:52,078 - yago11k_0.0003 - [INFO] - [E:37| 0]: Train Loss:0.0014882, Val MRR:0.21562, yago11k_0.0003 +2023-06-17 20:45:57,531 - yago11k_0.0003 - [INFO] - [E:37| 100]: Train Loss:0.0015124, Val MRR:0.21562, yago11k_0.0003 +2023-06-17 20:47:03,127 - yago11k_0.0003 - [INFO] - [E:37| 200]: Train Loss:0.0015139, Val MRR:0.21562, yago11k_0.0003 +2023-06-17 20:48:08,719 - yago11k_0.0003 - [INFO] - [E:37| 300]: Train Loss:0.0015134, Val MRR:0.21562, yago11k_0.0003 +2023-06-17 20:49:14,260 - yago11k_0.0003 - [INFO] - [E:37| 400]: Train Loss:0.001513, Val MRR:0.21562, yago11k_0.0003 +2023-06-17 20:50:19,817 - yago11k_0.0003 - [INFO] - [E:37| 500]: Train Loss:0.0015127, Val MRR:0.21562, yago11k_0.0003 +2023-06-17 20:51:25,102 - yago11k_0.0003 - [INFO] - [E:37| 600]: Train Loss:0.0015098, Val MRR:0.21562, yago11k_0.0003 +2023-06-17 20:51:25,102 - yago11k_0.0003 - [INFO] - [Epoch:37]: Training Loss:0.00151 + +2023-06-17 20:51:25,324 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 20:51:37,796 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 20:51:50,239 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.2957, Head : 0.1454, Avg : 0.22055 + +2023-06-17 20:51:52,005 - yago11k_0.0003 - [INFO] - [Epoch 37]: Training Loss: 0.0015098, Valid MRR: 0.22055, + + + +2023-06-17 20:51:52,688 - yago11k_0.0003 - [INFO] - [E:38| 0]: Train Loss:0.0014486, Val MRR:0.22055, yago11k_0.0003 +2023-06-17 20:52:58,326 - yago11k_0.0003 - [INFO] - [E:38| 100]: Train Loss:0.0015016, Val MRR:0.22055, yago11k_0.0003 +2023-06-17 20:54:03,944 - yago11k_0.0003 - [INFO] - [E:38| 200]: Train Loss:0.0014999, Val MRR:0.22055, yago11k_0.0003 +2023-06-17 20:55:09,472 - yago11k_0.0003 - [INFO] - [E:38| 300]: Train Loss:0.0014988, Val MRR:0.22055, yago11k_0.0003 +2023-06-17 20:56:15,000 - yago11k_0.0003 - [INFO] - [E:38| 400]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.0003 +2023-06-17 20:57:20,573 - yago11k_0.0003 - [INFO] - [E:38| 500]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.0003 +2023-06-17 20:58:25,668 - yago11k_0.0003 - [INFO] - [E:38| 600]: Train Loss:0.0014958, Val MRR:0.22055, yago11k_0.0003 +2023-06-17 20:58:25,669 - yago11k_0.0003 - [INFO] - [Epoch:38]: Training Loss:0.001496 + +2023-06-17 20:58:25,895 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 20:58:38,501 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 20:58:50,979 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.31033, Head : 0.15121, Avg : 0.23077 + +2023-06-17 20:58:52,619 - yago11k_0.0003 - [INFO] - [Epoch 38]: Training Loss: 0.0014958, Valid MRR: 0.23077, + + + +2023-06-17 20:58:53,292 - yago11k_0.0003 - [INFO] - [E:39| 0]: Train Loss:0.0014858, Val MRR:0.23077, yago11k_0.0003 +2023-06-17 20:59:59,059 - yago11k_0.0003 - [INFO] - [E:39| 100]: Train Loss:0.0014827, Val MRR:0.23077, yago11k_0.0003 +2023-06-17 21:01:04,572 - yago11k_0.0003 - [INFO] - [E:39| 200]: Train Loss:0.0014836, Val MRR:0.23077, yago11k_0.0003 +2023-06-17 21:02:10,318 - yago11k_0.0003 - [INFO] - [E:39| 300]: Train Loss:0.0014839, Val MRR:0.23077, yago11k_0.0003 +2023-06-17 21:03:15,913 - yago11k_0.0003 - [INFO] - [E:39| 400]: Train Loss:0.0014832, Val MRR:0.23077, yago11k_0.0003 +2023-06-17 21:04:21,469 - yago11k_0.0003 - [INFO] - [E:39| 500]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.0003 +2023-06-17 21:05:26,664 - yago11k_0.0003 - [INFO] - [E:39| 600]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.0003 +2023-06-17 21:05:26,665 - yago11k_0.0003 - [INFO] - [Epoch:39]: Training Loss:0.001481 + +2023-06-17 21:05:26,890 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 21:05:39,487 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 21:05:51,934 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.32739, Head : 0.16107, Avg : 0.24423 + MR: Tail : 249.29, Head : 614.69, Avg : 431.99 + Hit-1: Tail : 0.2252, Head : 0.10864, Avg : 0.16692 + Hit-3: Tail : 0.36955, Head : 0.16477, Avg : 0.26716 + Hit-10: Tail : 0.53543, Head : 0.26216, Avg : 0.39879 +2023-06-17 21:05:53,685 - yago11k_0.0003 - [INFO] - [Epoch 39]: Training Loss: 0.0014814, Valid MRR: 0.24423, + + + +2023-06-17 21:05:54,352 - yago11k_0.0003 - [INFO] - [E:40| 0]: Train Loss:0.0014528, Val MRR:0.24423, yago11k_0.0003 +2023-06-17 21:07:00,010 - yago11k_0.0003 - [INFO] - [E:40| 100]: Train Loss:0.0014586, Val MRR:0.24423, yago11k_0.0003 +2023-06-17 21:08:05,618 - yago11k_0.0003 - [INFO] - [E:40| 200]: Train Loss:0.0014642, Val MRR:0.24423, yago11k_0.0003 +2023-06-17 21:09:11,315 - yago11k_0.0003 - [INFO] - [E:40| 300]: Train Loss:0.001468, Val MRR:0.24423, yago11k_0.0003 +2023-06-17 21:10:17,002 - yago11k_0.0003 - [INFO] - [E:40| 400]: Train Loss:0.0014681, Val MRR:0.24423, yago11k_0.0003 +2023-06-17 21:11:22,573 - yago11k_0.0003 - [INFO] - [E:40| 500]: Train Loss:0.0014691, Val MRR:0.24423, yago11k_0.0003 +2023-06-17 21:12:27,651 - yago11k_0.0003 - [INFO] - [E:40| 600]: Train Loss:0.001469, Val MRR:0.24423, yago11k_0.0003 +2023-06-17 21:12:27,652 - yago11k_0.0003 - [INFO] - [Epoch:40]: Training Loss:0.001469 + +2023-06-17 21:12:27,877 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 21:12:40,487 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 21:12:52,948 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.33048, Head : 0.16469, Avg : 0.24759 + +2023-06-17 21:12:54,580 - yago11k_0.0003 - [INFO] - [Epoch 40]: Training Loss: 0.001469, Valid MRR: 0.24759, + + + +2023-06-17 21:12:55,261 - yago11k_0.0003 - [INFO] - [E:41| 0]: Train Loss:0.0013983, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:14:00,835 - yago11k_0.0003 - [INFO] - [E:41| 100]: Train Loss:0.0014626, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:15:06,492 - yago11k_0.0003 - [INFO] - [E:41| 200]: Train Loss:0.0014596, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:16:12,107 - yago11k_0.0003 - [INFO] - [E:41| 300]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:17:17,626 - yago11k_0.0003 - [INFO] - [E:41| 400]: Train Loss:0.0014583, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:18:23,110 - yago11k_0.0003 - [INFO] - [E:41| 500]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:19:28,398 - yago11k_0.0003 - [INFO] - [E:41| 600]: Train Loss:0.0014571, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:19:28,398 - yago11k_0.0003 - [INFO] - [Epoch:41]: Training Loss:0.001457 + +2023-06-17 21:19:28,623 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 21:19:41,220 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 21:19:53,652 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.32566, Head : 0.1693, Avg : 0.24748 + +2023-06-17 21:19:53,653 - yago11k_0.0003 - [INFO] - [Epoch 41]: Training Loss: 0.0014571, Valid MRR: 0.24759, + + + +2023-06-17 21:19:54,323 - yago11k_0.0003 - [INFO] - [E:42| 0]: Train Loss:0.001499, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:20:59,854 - yago11k_0.0003 - [INFO] - [E:42| 100]: Train Loss:0.0014562, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:22:05,394 - yago11k_0.0003 - [INFO] - [E:42| 200]: Train Loss:0.00145, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:23:11,040 - yago11k_0.0003 - [INFO] - [E:42| 300]: Train Loss:0.0014506, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:24:16,665 - yago11k_0.0003 - [INFO] - [E:42| 400]: Train Loss:0.0014479, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:25:22,230 - yago11k_0.0003 - [INFO] - [E:42| 500]: Train Loss:0.0014475, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:26:27,511 - yago11k_0.0003 - [INFO] - [E:42| 600]: Train Loss:0.0014463, Val MRR:0.24759, yago11k_0.0003 +2023-06-17 21:26:27,512 - yago11k_0.0003 - [INFO] - [Epoch:42]: Training Loss:0.001446 + +2023-06-17 21:26:27,736 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 21:26:40,281 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 21:26:52,715 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.32798, Head : 0.17264, Avg : 0.25031 + +2023-06-17 21:26:54,454 - yago11k_0.0003 - [INFO] - [Epoch 42]: Training Loss: 0.0014463, Valid MRR: 0.25031, + + + +2023-06-17 21:26:55,123 - yago11k_0.0003 - [INFO] - [E:43| 0]: Train Loss:0.0014214, Val MRR:0.25031, yago11k_0.0003 +2023-06-17 21:28:00,771 - yago11k_0.0003 - [INFO] - [E:43| 100]: Train Loss:0.0014362, Val MRR:0.25031, yago11k_0.0003 +2023-06-17 21:29:06,399 - yago11k_0.0003 - [INFO] - [E:43| 200]: Train Loss:0.0014385, Val MRR:0.25031, yago11k_0.0003 +2023-06-17 21:30:11,884 - yago11k_0.0003 - [INFO] - [E:43| 300]: Train Loss:0.0014367, Val MRR:0.25031, yago11k_0.0003 +2023-06-17 21:31:17,383 - yago11k_0.0003 - [INFO] - [E:43| 400]: Train Loss:0.0014358, Val MRR:0.25031, yago11k_0.0003 +2023-06-17 21:32:22,986 - yago11k_0.0003 - [INFO] - [E:43| 500]: Train Loss:0.0014346, Val MRR:0.25031, yago11k_0.0003 +2023-06-17 21:33:28,053 - yago11k_0.0003 - [INFO] - [E:43| 600]: Train Loss:0.0014347, Val MRR:0.25031, yago11k_0.0003 +2023-06-17 21:33:28,053 - yago11k_0.0003 - [INFO] - [Epoch:43]: Training Loss:0.001435 + +2023-06-17 21:33:28,281 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 21:33:40,826 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 21:33:53,271 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.33572, Head : 0.17928, Avg : 0.2575 + +2023-06-17 21:33:54,976 - yago11k_0.0003 - [INFO] - [Epoch 43]: Training Loss: 0.0014347, Valid MRR: 0.2575, + + + +2023-06-17 21:33:55,656 - yago11k_0.0003 - [INFO] - [E:44| 0]: Train Loss:0.0013915, Val MRR:0.2575, yago11k_0.0003 +2023-06-17 21:35:01,323 - yago11k_0.0003 - [INFO] - [E:44| 100]: Train Loss:0.0014281, Val MRR:0.2575, yago11k_0.0003 +2023-06-17 21:36:06,934 - yago11k_0.0003 - [INFO] - [E:44| 200]: Train Loss:0.0014276, Val MRR:0.2575, yago11k_0.0003 +2023-06-17 21:37:12,443 - yago11k_0.0003 - [INFO] - [E:44| 300]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.0003 +2023-06-17 21:38:18,076 - yago11k_0.0003 - [INFO] - [E:44| 400]: Train Loss:0.001426, Val MRR:0.2575, yago11k_0.0003 +2023-06-17 21:39:23,821 - yago11k_0.0003 - [INFO] - [E:44| 500]: Train Loss:0.0014256, Val MRR:0.2575, yago11k_0.0003 +2023-06-17 21:40:28,929 - yago11k_0.0003 - [INFO] - [E:44| 600]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.0003 +2023-06-17 21:40:28,929 - yago11k_0.0003 - [INFO] - [Epoch:44]: Training Loss:0.001425 + +2023-06-17 21:40:29,155 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 21:40:41,749 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 21:40:54,209 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.33245, Head : 0.18303, Avg : 0.25774 + +2023-06-17 21:40:55,915 - yago11k_0.0003 - [INFO] - [Epoch 44]: Training Loss: 0.0014254, Valid MRR: 0.25774, + + + +2023-06-17 21:40:56,594 - yago11k_0.0003 - [INFO] - [E:45| 0]: Train Loss:0.0013914, Val MRR:0.25774, yago11k_0.0003 +2023-06-17 21:42:02,076 - yago11k_0.0003 - [INFO] - [E:45| 100]: Train Loss:0.0014194, Val MRR:0.25774, yago11k_0.0003 +2023-06-17 21:43:07,543 - yago11k_0.0003 - [INFO] - [E:45| 200]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_0.0003 +2023-06-17 21:44:12,985 - yago11k_0.0003 - [INFO] - [E:45| 300]: Train Loss:0.0014172, Val MRR:0.25774, yago11k_0.0003 +2023-06-17 21:45:18,690 - yago11k_0.0003 - [INFO] - [E:45| 400]: Train Loss:0.0014173, Val MRR:0.25774, yago11k_0.0003 +2023-06-17 21:46:24,366 - yago11k_0.0003 - [INFO] - [E:45| 500]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_0.0003 +2023-06-17 21:47:29,525 - yago11k_0.0003 - [INFO] - [E:45| 600]: Train Loss:0.0014155, Val MRR:0.25774, yago11k_0.0003 +2023-06-17 21:47:29,526 - yago11k_0.0003 - [INFO] - [Epoch:45]: Training Loss:0.001416 + +2023-06-17 21:47:29,751 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 21:47:42,349 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 21:47:54,723 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.35204, Head : 0.18608, Avg : 0.26906 + +2023-06-17 21:47:56,254 - yago11k_0.0003 - [INFO] - [Epoch 45]: Training Loss: 0.0014155, Valid MRR: 0.26906, + + + +2023-06-17 21:47:56,928 - yago11k_0.0003 - [INFO] - [E:46| 0]: Train Loss:0.0013849, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:49:02,645 - yago11k_0.0003 - [INFO] - [E:46| 100]: Train Loss:0.0014002, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:50:08,398 - yago11k_0.0003 - [INFO] - [E:46| 200]: Train Loss:0.0014046, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:51:13,899 - yago11k_0.0003 - [INFO] - [E:46| 300]: Train Loss:0.0014084, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:52:19,606 - yago11k_0.0003 - [INFO] - [E:46| 400]: Train Loss:0.0014077, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:53:25,441 - yago11k_0.0003 - [INFO] - [E:46| 500]: Train Loss:0.0014083, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:54:30,624 - yago11k_0.0003 - [INFO] - [E:46| 600]: Train Loss:0.0014073, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:54:30,624 - yago11k_0.0003 - [INFO] - [Epoch:46]: Training Loss:0.001407 + +2023-06-17 21:54:30,844 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 21:54:43,418 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 21:54:55,807 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.34568, Head : 0.18739, Avg : 0.26653 + +2023-06-17 21:54:55,807 - yago11k_0.0003 - [INFO] - [Epoch 46]: Training Loss: 0.0014073, Valid MRR: 0.26906, + + + +2023-06-17 21:54:56,471 - yago11k_0.0003 - [INFO] - [E:47| 0]: Train Loss:0.0013648, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:56:01,998 - yago11k_0.0003 - [INFO] - [E:47| 100]: Train Loss:0.0014006, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:57:07,330 - yago11k_0.0003 - [INFO] - [E:47| 200]: Train Loss:0.001398, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:58:12,978 - yago11k_0.0003 - [INFO] - [E:47| 300]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 21:59:18,535 - yago11k_0.0003 - [INFO] - [E:47| 400]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 22:00:24,122 - yago11k_0.0003 - [INFO] - [E:47| 500]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 22:01:29,229 - yago11k_0.0003 - [INFO] - [E:47| 600]: Train Loss:0.0013983, Val MRR:0.26906, yago11k_0.0003 +2023-06-17 22:01:29,229 - yago11k_0.0003 - [INFO] - [Epoch:47]: Training Loss:0.001398 + +2023-06-17 22:01:29,456 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 22:01:42,055 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 22:01:54,455 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.35947, Head : 0.1886, Avg : 0.27403 + +2023-06-17 22:01:56,264 - yago11k_0.0003 - [INFO] - [Epoch 47]: Training Loss: 0.0013983, Valid MRR: 0.27403, + + + +2023-06-17 22:01:56,931 - yago11k_0.0003 - [INFO] - [E:48| 0]: Train Loss:0.0014319, Val MRR:0.27403, yago11k_0.0003 +2023-06-17 22:03:02,609 - yago11k_0.0003 - [INFO] - [E:48| 100]: Train Loss:0.001391, Val MRR:0.27403, yago11k_0.0003 +2023-06-17 22:04:08,286 - yago11k_0.0003 - [INFO] - [E:48| 200]: Train Loss:0.001388, Val MRR:0.27403, yago11k_0.0003 +2023-06-17 22:05:13,826 - yago11k_0.0003 - [INFO] - [E:48| 300]: Train Loss:0.0013902, Val MRR:0.27403, yago11k_0.0003 +2023-06-17 22:06:19,409 - yago11k_0.0003 - [INFO] - [E:48| 400]: Train Loss:0.0013905, Val MRR:0.27403, yago11k_0.0003 +2023-06-17 22:07:25,015 - yago11k_0.0003 - [INFO] - [E:48| 500]: Train Loss:0.0013901, Val MRR:0.27403, yago11k_0.0003 +2023-06-17 22:08:30,100 - yago11k_0.0003 - [INFO] - [E:48| 600]: Train Loss:0.0013911, Val MRR:0.27403, yago11k_0.0003 +2023-06-17 22:08:30,102 - yago11k_0.0003 - [INFO] - [Epoch:48]: Training Loss:0.001391 + +2023-06-17 22:08:30,323 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 22:08:42,903 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 22:08:55,336 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.35894, Head : 0.19248, Avg : 0.27571 + +2023-06-17 22:08:56,960 - yago11k_0.0003 - [INFO] - [Epoch 48]: Training Loss: 0.0013911, Valid MRR: 0.27571, + + + +2023-06-17 22:08:57,636 - yago11k_0.0003 - [INFO] - [E:49| 0]: Train Loss:0.0013308, Val MRR:0.27571, yago11k_0.0003 +2023-06-17 22:10:03,157 - yago11k_0.0003 - [INFO] - [E:49| 100]: Train Loss:0.0013843, Val MRR:0.27571, yago11k_0.0003 +2023-06-17 22:11:08,556 - yago11k_0.0003 - [INFO] - [E:49| 200]: Train Loss:0.0013811, Val MRR:0.27571, yago11k_0.0003 +2023-06-17 22:12:14,103 - yago11k_0.0003 - [INFO] - [E:49| 300]: Train Loss:0.0013847, Val MRR:0.27571, yago11k_0.0003 +2023-06-17 22:13:19,747 - yago11k_0.0003 - [INFO] - [E:49| 400]: Train Loss:0.0013855, Val MRR:0.27571, yago11k_0.0003 +2023-06-17 22:14:25,362 - yago11k_0.0003 - [INFO] - [E:49| 500]: Train Loss:0.0013841, Val MRR:0.27571, yago11k_0.0003 +2023-06-17 22:15:30,522 - yago11k_0.0003 - [INFO] - [E:49| 600]: Train Loss:0.0013829, Val MRR:0.27571, yago11k_0.0003 +2023-06-17 22:15:30,523 - yago11k_0.0003 - [INFO] - [Epoch:49]: Training Loss:0.001383 + +2023-06-17 22:15:30,749 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 22:15:43,311 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 22:15:55,705 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.36109, Head : 0.19619, Avg : 0.27864 + MR: Tail : 298.11, Head : 629.29, Avg : 463.7 + Hit-1: Tail : 0.25979, Head : 0.15046, Avg : 0.20513 + Hit-3: Tail : 0.41053, Head : 0.19116, Avg : 0.30085 + Hit-10: Tail : 0.55891, Head : 0.293, Avg : 0.42595 +2023-06-17 22:15:57,710 - yago11k_0.0003 - [INFO] - [Epoch 49]: Training Loss: 0.0013829, Valid MRR: 0.27864, + + + +2023-06-17 22:15:58,370 - yago11k_0.0003 - [INFO] - [E:50| 0]: Train Loss:0.0013244, Val MRR:0.27864, yago11k_0.0003 +2023-06-17 22:17:04,097 - yago11k_0.0003 - [INFO] - [E:50| 100]: Train Loss:0.0013699, Val MRR:0.27864, yago11k_0.0003 +2023-06-17 22:18:09,687 - yago11k_0.0003 - [INFO] - [E:50| 200]: Train Loss:0.0013722, Val MRR:0.27864, yago11k_0.0003 +2023-06-17 22:19:15,149 - yago11k_0.0003 - [INFO] - [E:50| 300]: Train Loss:0.0013741, Val MRR:0.27864, yago11k_0.0003 +2023-06-17 22:20:20,697 - yago11k_0.0003 - [INFO] - [E:50| 400]: Train Loss:0.0013749, Val MRR:0.27864, yago11k_0.0003 +2023-06-17 22:21:26,219 - yago11k_0.0003 - [INFO] - [E:50| 500]: Train Loss:0.0013751, Val MRR:0.27864, yago11k_0.0003 +2023-06-17 22:22:31,327 - yago11k_0.0003 - [INFO] - [E:50| 600]: Train Loss:0.0013757, Val MRR:0.27864, yago11k_0.0003 +2023-06-17 22:22:31,328 - yago11k_0.0003 - [INFO] - [Epoch:50]: Training Loss:0.001376 + +2023-06-17 22:22:31,554 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 22:22:44,099 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 22:22:56,417 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.36382, Head : 0.19798, Avg : 0.2809 + +2023-06-17 22:22:57,524 - yago11k_0.0003 - [INFO] - [Epoch 50]: Training Loss: 0.0013757, Valid MRR: 0.2809, + + + +2023-06-17 22:22:58,197 - yago11k_0.0003 - [INFO] - [E:51| 0]: Train Loss:0.0013666, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:24:03,851 - yago11k_0.0003 - [INFO] - [E:51| 100]: Train Loss:0.0013667, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:25:09,270 - yago11k_0.0003 - [INFO] - [E:51| 200]: Train Loss:0.0013675, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:26:14,822 - yago11k_0.0003 - [INFO] - [E:51| 300]: Train Loss:0.0013671, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:27:20,306 - yago11k_0.0003 - [INFO] - [E:51| 400]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:28:25,791 - yago11k_0.0003 - [INFO] - [E:51| 500]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:29:30,970 - yago11k_0.0003 - [INFO] - [E:51| 600]: Train Loss:0.0013696, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:29:30,970 - yago11k_0.0003 - [INFO] - [Epoch:51]: Training Loss:0.00137 + +2023-06-17 22:29:31,197 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 22:29:43,743 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 22:29:56,223 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.36128, Head : 0.19581, Avg : 0.27854 + +2023-06-17 22:29:56,223 - yago11k_0.0003 - [INFO] - [Epoch 51]: Training Loss: 0.0013696, Valid MRR: 0.2809, + + + +2023-06-17 22:29:56,906 - yago11k_0.0003 - [INFO] - [E:52| 0]: Train Loss:0.0013417, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:31:02,539 - yago11k_0.0003 - [INFO] - [E:52| 100]: Train Loss:0.0013642, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:32:08,081 - yago11k_0.0003 - [INFO] - [E:52| 200]: Train Loss:0.0013615, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:33:13,730 - yago11k_0.0003 - [INFO] - [E:52| 300]: Train Loss:0.0013645, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:34:19,390 - yago11k_0.0003 - [INFO] - [E:52| 400]: Train Loss:0.0013637, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:35:24,984 - yago11k_0.0003 - [INFO] - [E:52| 500]: Train Loss:0.0013631, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:36:30,114 - yago11k_0.0003 - [INFO] - [E:52| 600]: Train Loss:0.0013629, Val MRR:0.2809, yago11k_0.0003 +2023-06-17 22:36:30,114 - yago11k_0.0003 - [INFO] - [Epoch:52]: Training Loss:0.001363 + +2023-06-17 22:36:30,341 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 22:36:42,930 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 22:36:55,400 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.36653, Head : 0.19822, Avg : 0.28238 + +2023-06-17 22:36:56,937 - yago11k_0.0003 - [INFO] - [Epoch 52]: Training Loss: 0.0013629, Valid MRR: 0.28238, + + + +2023-06-17 22:36:57,616 - yago11k_0.0003 - [INFO] - [E:53| 0]: Train Loss:0.0013612, Val MRR:0.28238, yago11k_0.0003 +2023-06-17 22:38:03,317 - yago11k_0.0003 - [INFO] - [E:53| 100]: Train Loss:0.0013537, Val MRR:0.28238, yago11k_0.0003 +2023-06-17 22:39:08,599 - yago11k_0.0003 - [INFO] - [E:53| 200]: Train Loss:0.0013547, Val MRR:0.28238, yago11k_0.0003 +2023-06-17 22:40:14,184 - yago11k_0.0003 - [INFO] - [E:53| 300]: Train Loss:0.0013548, Val MRR:0.28238, yago11k_0.0003 +2023-06-17 22:41:19,695 - yago11k_0.0003 - [INFO] - [E:53| 400]: Train Loss:0.0013554, Val MRR:0.28238, yago11k_0.0003 +2023-06-17 22:42:25,283 - yago11k_0.0003 - [INFO] - [E:53| 500]: Train Loss:0.001355, Val MRR:0.28238, yago11k_0.0003 +2023-06-17 22:43:30,390 - yago11k_0.0003 - [INFO] - [E:53| 600]: Train Loss:0.0013566, Val MRR:0.28238, yago11k_0.0003 +2023-06-17 22:43:30,390 - yago11k_0.0003 - [INFO] - [Epoch:53]: Training Loss:0.001357 + +2023-06-17 22:43:30,616 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 22:43:43,199 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 22:43:55,627 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.37122, Head : 0.20021, Avg : 0.28571 + +2023-06-17 22:43:57,504 - yago11k_0.0003 - [INFO] - [Epoch 53]: Training Loss: 0.0013566, Valid MRR: 0.28571, + + + +2023-06-17 22:43:58,173 - yago11k_0.0003 - [INFO] - [E:54| 0]: Train Loss:0.0013067, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:45:03,773 - yago11k_0.0003 - [INFO] - [E:54| 100]: Train Loss:0.0013518, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:46:09,341 - yago11k_0.0003 - [INFO] - [E:54| 200]: Train Loss:0.0013497, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:47:14,929 - yago11k_0.0003 - [INFO] - [E:54| 300]: Train Loss:0.0013495, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:48:20,574 - yago11k_0.0003 - [INFO] - [E:54| 400]: Train Loss:0.0013503, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:49:26,074 - yago11k_0.0003 - [INFO] - [E:54| 500]: Train Loss:0.0013493, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:50:30,893 - yago11k_0.0003 - [INFO] - [E:54| 600]: Train Loss:0.0013512, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:50:30,894 - yago11k_0.0003 - [INFO] - [Epoch:54]: Training Loss:0.001351 + +2023-06-17 22:50:31,114 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 22:50:43,579 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 22:50:55,985 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.36589, Head : 0.20332, Avg : 0.28461 + +2023-06-17 22:50:55,986 - yago11k_0.0003 - [INFO] - [Epoch 54]: Training Loss: 0.0013512, Valid MRR: 0.28571, + + + +2023-06-17 22:50:56,647 - yago11k_0.0003 - [INFO] - [E:55| 0]: Train Loss:0.0013707, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:52:01,901 - yago11k_0.0003 - [INFO] - [E:55| 100]: Train Loss:0.0013484, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:53:07,022 - yago11k_0.0003 - [INFO] - [E:55| 200]: Train Loss:0.0013464, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:54:12,116 - yago11k_0.0003 - [INFO] - [E:55| 300]: Train Loss:0.0013466, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:55:17,239 - yago11k_0.0003 - [INFO] - [E:55| 400]: Train Loss:0.001346, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:56:22,243 - yago11k_0.0003 - [INFO] - [E:55| 500]: Train Loss:0.0013455, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:57:26,933 - yago11k_0.0003 - [INFO] - [E:55| 600]: Train Loss:0.0013453, Val MRR:0.28571, yago11k_0.0003 +2023-06-17 22:57:26,934 - yago11k_0.0003 - [INFO] - [Epoch:55]: Training Loss:0.001345 + +2023-06-17 22:57:27,159 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 22:57:39,521 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 22:57:51,806 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.37269, Head : 0.20251, Avg : 0.2876 + +2023-06-17 22:57:53,333 - yago11k_0.0003 - [INFO] - [Epoch 55]: Training Loss: 0.0013453, Valid MRR: 0.2876, + + + +2023-06-17 22:57:54,003 - yago11k_0.0003 - [INFO] - [E:56| 0]: Train Loss:0.0012799, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 22:58:59,103 - yago11k_0.0003 - [INFO] - [E:56| 100]: Train Loss:0.0013425, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:00:04,205 - yago11k_0.0003 - [INFO] - [E:56| 200]: Train Loss:0.0013413, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:01:09,174 - yago11k_0.0003 - [INFO] - [E:56| 300]: Train Loss:0.0013389, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:02:14,229 - yago11k_0.0003 - [INFO] - [E:56| 400]: Train Loss:0.001339, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:03:19,453 - yago11k_0.0003 - [INFO] - [E:56| 500]: Train Loss:0.0013388, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:04:24,076 - yago11k_0.0003 - [INFO] - [E:56| 600]: Train Loss:0.0013391, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:04:24,076 - yago11k_0.0003 - [INFO] - [Epoch:56]: Training Loss:0.001339 + +2023-06-17 23:04:24,297 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 23:04:36,707 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 23:04:48,923 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.37002, Head : 0.20462, Avg : 0.28732 + +2023-06-17 23:04:48,923 - yago11k_0.0003 - [INFO] - [Epoch 56]: Training Loss: 0.0013391, Valid MRR: 0.2876, + + + +2023-06-17 23:04:49,581 - yago11k_0.0003 - [INFO] - [E:57| 0]: Train Loss:0.0014582, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:05:54,553 - yago11k_0.0003 - [INFO] - [E:57| 100]: Train Loss:0.0013313, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:06:59,554 - yago11k_0.0003 - [INFO] - [E:57| 200]: Train Loss:0.0013345, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:08:04,697 - yago11k_0.0003 - [INFO] - [E:57| 300]: Train Loss:0.0013358, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:09:09,853 - yago11k_0.0003 - [INFO] - [E:57| 400]: Train Loss:0.0013357, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:10:14,859 - yago11k_0.0003 - [INFO] - [E:57| 500]: Train Loss:0.0013351, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:11:19,461 - yago11k_0.0003 - [INFO] - [E:57| 600]: Train Loss:0.0013349, Val MRR:0.2876, yago11k_0.0003 +2023-06-17 23:11:19,462 - yago11k_0.0003 - [INFO] - [Epoch:57]: Training Loss:0.001335 + +2023-06-17 23:11:19,687 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 23:11:32,162 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 23:11:44,553 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.37077, Head : 0.20704, Avg : 0.2889 + +2023-06-17 23:11:46,128 - yago11k_0.0003 - [INFO] - [Epoch 57]: Training Loss: 0.0013349, Valid MRR: 0.2889, + + + +2023-06-17 23:11:46,792 - yago11k_0.0003 - [INFO] - [E:58| 0]: Train Loss:0.0013804, Val MRR:0.2889, yago11k_0.0003 +2023-06-17 23:12:51,634 - yago11k_0.0003 - [INFO] - [E:58| 100]: Train Loss:0.001331, Val MRR:0.2889, yago11k_0.0003 +2023-06-17 23:13:56,571 - yago11k_0.0003 - [INFO] - [E:58| 200]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_0.0003 +2023-06-17 23:15:01,238 - yago11k_0.0003 - [INFO] - [E:58| 300]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_0.0003 +2023-06-17 23:16:06,378 - yago11k_0.0003 - [INFO] - [E:58| 400]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_0.0003 +2023-06-17 23:17:11,386 - yago11k_0.0003 - [INFO] - [E:58| 500]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_0.0003 +2023-06-17 23:18:15,936 - yago11k_0.0003 - [INFO] - [E:58| 600]: Train Loss:0.0013296, Val MRR:0.2889, yago11k_0.0003 +2023-06-17 23:18:15,936 - yago11k_0.0003 - [INFO] - [Epoch:58]: Training Loss:0.00133 + +2023-06-17 23:18:16,155 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 23:18:28,628 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 23:18:40,998 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.37109, Head : 0.21075, Avg : 0.29092 + +2023-06-17 23:18:42,594 - yago11k_0.0003 - [INFO] - [Epoch 58]: Training Loss: 0.0013296, Valid MRR: 0.29092, + + + +2023-06-17 23:18:43,270 - yago11k_0.0003 - [INFO] - [E:59| 0]: Train Loss:0.0012828, Val MRR:0.29092, yago11k_0.0003 +2023-06-17 23:19:48,213 - yago11k_0.0003 - [INFO] - [E:59| 100]: Train Loss:0.0013262, Val MRR:0.29092, yago11k_0.0003 +2023-06-17 23:20:53,120 - yago11k_0.0003 - [INFO] - [E:59| 200]: Train Loss:0.001323, Val MRR:0.29092, yago11k_0.0003 +2023-06-17 23:21:58,026 - yago11k_0.0003 - [INFO] - [E:59| 300]: Train Loss:0.0013245, Val MRR:0.29092, yago11k_0.0003 +2023-06-17 23:23:02,830 - yago11k_0.0003 - [INFO] - [E:59| 400]: Train Loss:0.0013248, Val MRR:0.29092, yago11k_0.0003 +2023-06-17 23:24:07,919 - yago11k_0.0003 - [INFO] - [E:59| 500]: Train Loss:0.0013239, Val MRR:0.29092, yago11k_0.0003 +2023-06-17 23:25:12,377 - yago11k_0.0003 - [INFO] - [E:59| 600]: Train Loss:0.0013252, Val MRR:0.29092, yago11k_0.0003 +2023-06-17 23:25:12,378 - yago11k_0.0003 - [INFO] - [Epoch:59]: Training Loss:0.001325 + +2023-06-17 23:25:12,595 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 23:25:25,018 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 23:25:37,308 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.37309, Head : 0.21263, Avg : 0.29286 + MR: Tail : 299.61, Head : 632.74, Avg : 466.18 + Hit-1: Tail : 0.26785, Head : 0.16977, Avg : 0.21881 + Hit-3: Tail : 0.4372, Head : 0.20381, Avg : 0.32051 + Hit-10: Tail : 0.55821, Head : 0.29675, Avg : 0.42748 +2023-06-17 23:25:39,065 - yago11k_0.0003 - [INFO] - [Epoch 59]: Training Loss: 0.0013252, Valid MRR: 0.29286, + + + +2023-06-17 23:25:39,704 - yago11k_0.0003 - [INFO] - [E:60| 0]: Train Loss:0.0012939, Val MRR:0.29286, yago11k_0.0003 +2023-06-17 23:26:44,727 - yago11k_0.0003 - [INFO] - [E:60| 100]: Train Loss:0.0013179, Val MRR:0.29286, yago11k_0.0003 +2023-06-17 23:27:49,687 - yago11k_0.0003 - [INFO] - [E:60| 200]: Train Loss:0.0013213, Val MRR:0.29286, yago11k_0.0003 +2023-06-17 23:28:54,617 - yago11k_0.0003 - [INFO] - [E:60| 300]: Train Loss:0.0013189, Val MRR:0.29286, yago11k_0.0003 +2023-06-17 23:29:59,411 - yago11k_0.0003 - [INFO] - [E:60| 400]: Train Loss:0.0013194, Val MRR:0.29286, yago11k_0.0003 +2023-06-17 23:31:04,428 - yago11k_0.0003 - [INFO] - [E:60| 500]: Train Loss:0.0013195, Val MRR:0.29286, yago11k_0.0003 +2023-06-17 23:32:09,171 - yago11k_0.0003 - [INFO] - [E:60| 600]: Train Loss:0.0013202, Val MRR:0.29286, yago11k_0.0003 +2023-06-17 23:32:09,172 - yago11k_0.0003 - [INFO] - [Epoch:60]: Training Loss:0.00132 + +2023-06-17 23:32:09,396 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 23:32:21,868 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 23:32:34,138 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.37724, Head : 0.21167, Avg : 0.29446 + +2023-06-17 23:32:35,891 - yago11k_0.0003 - [INFO] - [Epoch 60]: Training Loss: 0.0013202, Valid MRR: 0.29446, + + + +2023-06-17 23:32:36,562 - yago11k_0.0003 - [INFO] - [E:61| 0]: Train Loss:0.0013194, Val MRR:0.29446, yago11k_0.0003 +2023-06-17 23:33:41,327 - yago11k_0.0003 - [INFO] - [E:61| 100]: Train Loss:0.0013152, Val MRR:0.29446, yago11k_0.0003 +2023-06-17 23:34:46,368 - yago11k_0.0003 - [INFO] - [E:61| 200]: Train Loss:0.0013164, Val MRR:0.29446, yago11k_0.0003 +2023-06-17 23:35:51,359 - yago11k_0.0003 - [INFO] - [E:61| 300]: Train Loss:0.0013149, Val MRR:0.29446, yago11k_0.0003 +2023-06-17 23:36:56,290 - yago11k_0.0003 - [INFO] - [E:61| 400]: Train Loss:0.001316, Val MRR:0.29446, yago11k_0.0003 +2023-06-17 23:38:01,259 - yago11k_0.0003 - [INFO] - [E:61| 500]: Train Loss:0.0013162, Val MRR:0.29446, yago11k_0.0003 +2023-06-17 23:39:05,760 - yago11k_0.0003 - [INFO] - [E:61| 600]: Train Loss:0.0013165, Val MRR:0.29446, yago11k_0.0003 +2023-06-17 23:39:05,761 - yago11k_0.0003 - [INFO] - [Epoch:61]: Training Loss:0.001316 + +2023-06-17 23:39:05,986 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 23:39:18,490 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 23:39:30,853 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.37716, Head : 0.21371, Avg : 0.29543 + +2023-06-17 23:39:32,598 - yago11k_0.0003 - [INFO] - [Epoch 61]: Training Loss: 0.0013165, Valid MRR: 0.29543, + + + +2023-06-17 23:39:33,267 - yago11k_0.0003 - [INFO] - [E:62| 0]: Train Loss:0.0012647, Val MRR:0.29543, yago11k_0.0003 +2023-06-17 23:40:38,450 - yago11k_0.0003 - [INFO] - [E:62| 100]: Train Loss:0.0013064, Val MRR:0.29543, yago11k_0.0003 +2023-06-17 23:41:43,513 - yago11k_0.0003 - [INFO] - [E:62| 200]: Train Loss:0.0013097, Val MRR:0.29543, yago11k_0.0003 +2023-06-17 23:42:48,384 - yago11k_0.0003 - [INFO] - [E:62| 300]: Train Loss:0.0013098, Val MRR:0.29543, yago11k_0.0003 +2023-06-17 23:43:53,429 - yago11k_0.0003 - [INFO] - [E:62| 400]: Train Loss:0.0013117, Val MRR:0.29543, yago11k_0.0003 +2023-06-17 23:44:58,238 - yago11k_0.0003 - [INFO] - [E:62| 500]: Train Loss:0.0013132, Val MRR:0.29543, yago11k_0.0003 +2023-06-17 23:46:02,885 - yago11k_0.0003 - [INFO] - [E:62| 600]: Train Loss:0.0013123, Val MRR:0.29543, yago11k_0.0003 +2023-06-17 23:46:02,886 - yago11k_0.0003 - [INFO] - [Epoch:62]: Training Loss:0.001312 + +2023-06-17 23:46:03,111 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 23:46:15,594 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 23:46:27,877 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.37823, Head : 0.2155, Avg : 0.29686 + +2023-06-17 23:46:29,776 - yago11k_0.0003 - [INFO] - [Epoch 62]: Training Loss: 0.0013123, Valid MRR: 0.29686, + + + +2023-06-17 23:46:30,443 - yago11k_0.0003 - [INFO] - [E:63| 0]: Train Loss:0.0013029, Val MRR:0.29686, yago11k_0.0003 +2023-06-17 23:47:35,312 - yago11k_0.0003 - [INFO] - [E:63| 100]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_0.0003 +2023-06-17 23:48:40,467 - yago11k_0.0003 - [INFO] - [E:63| 200]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_0.0003 +2023-06-17 23:49:45,509 - yago11k_0.0003 - [INFO] - [E:63| 300]: Train Loss:0.0013063, Val MRR:0.29686, yago11k_0.0003 +2023-06-17 23:50:50,386 - yago11k_0.0003 - [INFO] - [E:63| 400]: Train Loss:0.0013079, Val MRR:0.29686, yago11k_0.0003 +2023-06-17 23:51:55,503 - yago11k_0.0003 - [INFO] - [E:63| 500]: Train Loss:0.0013074, Val MRR:0.29686, yago11k_0.0003 +2023-06-17 23:53:00,041 - yago11k_0.0003 - [INFO] - [E:63| 600]: Train Loss:0.0013078, Val MRR:0.29686, yago11k_0.0003 +2023-06-17 23:53:00,042 - yago11k_0.0003 - [INFO] - [Epoch:63]: Training Loss:0.001308 + +2023-06-17 23:53:00,262 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-17 23:53:12,755 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-17 23:53:25,097 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.37956, Head : 0.21526, Avg : 0.29741 + +2023-06-17 23:53:27,050 - yago11k_0.0003 - [INFO] - [Epoch 63]: Training Loss: 0.0013078, Valid MRR: 0.29741, + + + +2023-06-17 23:53:27,710 - yago11k_0.0003 - [INFO] - [E:64| 0]: Train Loss:0.0012802, Val MRR:0.29741, yago11k_0.0003 +2023-06-17 23:54:32,699 - yago11k_0.0003 - [INFO] - [E:64| 100]: Train Loss:0.0012992, Val MRR:0.29741, yago11k_0.0003 +2023-06-17 23:55:37,564 - yago11k_0.0003 - [INFO] - [E:64| 200]: Train Loss:0.0012998, Val MRR:0.29741, yago11k_0.0003 +2023-06-17 23:56:42,663 - yago11k_0.0003 - [INFO] - [E:64| 300]: Train Loss:0.0013012, Val MRR:0.29741, yago11k_0.0003 +2023-06-17 23:57:47,776 - yago11k_0.0003 - [INFO] - [E:64| 400]: Train Loss:0.0013027, Val MRR:0.29741, yago11k_0.0003 +2023-06-17 23:58:52,554 - yago11k_0.0003 - [INFO] - [E:64| 500]: Train Loss:0.0013031, Val MRR:0.29741, yago11k_0.0003 +2023-06-17 23:59:57,059 - yago11k_0.0003 - [INFO] - [E:64| 600]: Train Loss:0.0013042, Val MRR:0.29741, yago11k_0.0003 +2023-06-17 23:59:57,059 - yago11k_0.0003 - [INFO] - [Epoch:64]: Training Loss:0.001304 + +2023-06-17 23:59:57,284 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 00:00:09,727 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 00:00:22,081 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.38586, Head : 0.21675, Avg : 0.30131 + +2023-06-18 00:00:23,738 - yago11k_0.0003 - [INFO] - [Epoch 64]: Training Loss: 0.0013042, Valid MRR: 0.30131, + + + +2023-06-18 00:00:24,401 - yago11k_0.0003 - [INFO] - [E:65| 0]: Train Loss:0.0013265, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:01:29,397 - yago11k_0.0003 - [INFO] - [E:65| 100]: Train Loss:0.0013001, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:02:34,103 - yago11k_0.0003 - [INFO] - [E:65| 200]: Train Loss:0.001298, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:03:39,181 - yago11k_0.0003 - [INFO] - [E:65| 300]: Train Loss:0.0012979, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:04:44,023 - yago11k_0.0003 - [INFO] - [E:65| 400]: Train Loss:0.0012983, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:05:49,038 - yago11k_0.0003 - [INFO] - [E:65| 500]: Train Loss:0.001299, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:06:53,475 - yago11k_0.0003 - [INFO] - [E:65| 600]: Train Loss:0.0013002, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:06:53,476 - yago11k_0.0003 - [INFO] - [Epoch:65]: Training Loss:0.0013 + +2023-06-18 00:06:53,700 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 00:07:06,176 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 00:07:18,510 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.38324, Head : 0.21893, Avg : 0.30109 + +2023-06-18 00:07:18,510 - yago11k_0.0003 - [INFO] - [Epoch 65]: Training Loss: 0.0013002, Valid MRR: 0.30131, + + + +2023-06-18 00:07:19,180 - yago11k_0.0003 - [INFO] - [E:66| 0]: Train Loss:0.0013307, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:08:24,023 - yago11k_0.0003 - [INFO] - [E:66| 100]: Train Loss:0.0012968, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:09:28,969 - yago11k_0.0003 - [INFO] - [E:66| 200]: Train Loss:0.0012937, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:10:34,092 - yago11k_0.0003 - [INFO] - [E:66| 300]: Train Loss:0.0012953, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:11:39,178 - yago11k_0.0003 - [INFO] - [E:66| 400]: Train Loss:0.0012966, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:12:44,077 - yago11k_0.0003 - [INFO] - [E:66| 500]: Train Loss:0.0012956, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:13:48,427 - yago11k_0.0003 - [INFO] - [E:66| 600]: Train Loss:0.0012963, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:13:48,427 - yago11k_0.0003 - [INFO] - [Epoch:66]: Training Loss:0.001296 + +2023-06-18 00:13:48,651 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 00:14:01,111 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 00:14:13,379 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.38422, Head : 0.21674, Avg : 0.30048 + +2023-06-18 00:14:13,379 - yago11k_0.0003 - [INFO] - [Epoch 66]: Training Loss: 0.0012963, Valid MRR: 0.30131, + + + +2023-06-18 00:14:14,046 - yago11k_0.0003 - [INFO] - [E:67| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:15:18,909 - yago11k_0.0003 - [INFO] - [E:67| 100]: Train Loss:0.0012928, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:16:23,788 - yago11k_0.0003 - [INFO] - [E:67| 200]: Train Loss:0.0012903, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:17:28,726 - yago11k_0.0003 - [INFO] - [E:67| 300]: Train Loss:0.0012914, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:18:33,784 - yago11k_0.0003 - [INFO] - [E:67| 400]: Train Loss:0.0012926, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:19:38,660 - yago11k_0.0003 - [INFO] - [E:67| 500]: Train Loss:0.001292, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:20:43,089 - yago11k_0.0003 - [INFO] - [E:67| 600]: Train Loss:0.0012923, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:20:43,090 - yago11k_0.0003 - [INFO] - [Epoch:67]: Training Loss:0.001292 + +2023-06-18 00:20:43,314 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 00:20:55,769 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 00:21:08,119 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.38346, Head : 0.21883, Avg : 0.30115 + +2023-06-18 00:21:08,119 - yago11k_0.0003 - [INFO] - [Epoch 67]: Training Loss: 0.0012923, Valid MRR: 0.30131, + + + +2023-06-18 00:21:08,781 - yago11k_0.0003 - [INFO] - [E:68| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:22:13,425 - yago11k_0.0003 - [INFO] - [E:68| 100]: Train Loss:0.0012932, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:23:18,363 - yago11k_0.0003 - [INFO] - [E:68| 200]: Train Loss:0.0012919, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:24:23,155 - yago11k_0.0003 - [INFO] - [E:68| 300]: Train Loss:0.0012902, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:25:28,092 - yago11k_0.0003 - [INFO] - [E:68| 400]: Train Loss:0.0012899, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:26:33,027 - yago11k_0.0003 - [INFO] - [E:68| 500]: Train Loss:0.0012895, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:27:37,607 - yago11k_0.0003 - [INFO] - [E:68| 600]: Train Loss:0.0012894, Val MRR:0.30131, yago11k_0.0003 +2023-06-18 00:27:37,608 - yago11k_0.0003 - [INFO] - [Epoch:68]: Training Loss:0.001289 + +2023-06-18 00:27:37,831 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 00:27:50,309 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 00:28:02,648 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.38724, Head : 0.21907, Avg : 0.30315 + +2023-06-18 00:28:04,422 - yago11k_0.0003 - [INFO] - [Epoch 68]: Training Loss: 0.0012894, Valid MRR: 0.30315, + + + +2023-06-18 00:28:05,092 - yago11k_0.0003 - [INFO] - [E:69| 0]: Train Loss:0.0012858, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:29:10,100 - yago11k_0.0003 - [INFO] - [E:69| 100]: Train Loss:0.0012899, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:30:15,039 - yago11k_0.0003 - [INFO] - [E:69| 200]: Train Loss:0.0012878, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:31:20,178 - yago11k_0.0003 - [INFO] - [E:69| 300]: Train Loss:0.0012871, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:32:24,973 - yago11k_0.0003 - [INFO] - [E:69| 400]: Train Loss:0.0012868, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:33:30,044 - yago11k_0.0003 - [INFO] - [E:69| 500]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:34:34,592 - yago11k_0.0003 - [INFO] - [E:69| 600]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:34:34,593 - yago11k_0.0003 - [INFO] - [Epoch:69]: Training Loss:0.001286 + +2023-06-18 00:34:34,819 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 00:34:47,252 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 00:34:59,621 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.38295, Head : 0.22008, Avg : 0.30151 + MR: Tail : 264.92, Head : 640.25, Avg : 452.58 + Hit-1: Tail : 0.28119, Head : 0.17644, Avg : 0.22881 + Hit-3: Tail : 0.43846, Head : 0.21353, Avg : 0.32599 + Hit-10: Tail : 0.57141, Head : 0.3062, Avg : 0.4388 +2023-06-18 00:34:59,621 - yago11k_0.0003 - [INFO] - [Epoch 69]: Training Loss: 0.0012864, Valid MRR: 0.30315, + + + +2023-06-18 00:35:00,289 - yago11k_0.0003 - [INFO] - [E:70| 0]: Train Loss:0.0012876, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:36:05,469 - yago11k_0.0003 - [INFO] - [E:70| 100]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:37:10,355 - yago11k_0.0003 - [INFO] - [E:70| 200]: Train Loss:0.0012791, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:38:15,270 - yago11k_0.0003 - [INFO] - [E:70| 300]: Train Loss:0.00128, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:39:20,127 - yago11k_0.0003 - [INFO] - [E:70| 400]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:40:25,258 - yago11k_0.0003 - [INFO] - [E:70| 500]: Train Loss:0.0012815, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:41:29,717 - yago11k_0.0003 - [INFO] - [E:70| 600]: Train Loss:0.0012824, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:41:29,718 - yago11k_0.0003 - [INFO] - [Epoch:70]: Training Loss:0.001282 + +2023-06-18 00:41:29,943 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 00:41:42,388 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 00:41:54,729 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.38204, Head : 0.22024, Avg : 0.30114 + +2023-06-18 00:41:54,729 - yago11k_0.0003 - [INFO] - [Epoch 70]: Training Loss: 0.0012824, Valid MRR: 0.30315, + + + +2023-06-18 00:41:55,385 - yago11k_0.0003 - [INFO] - [E:71| 0]: Train Loss:0.0013377, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:43:00,263 - yago11k_0.0003 - [INFO] - [E:71| 100]: Train Loss:0.0012822, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:44:05,168 - yago11k_0.0003 - [INFO] - [E:71| 200]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:45:10,104 - yago11k_0.0003 - [INFO] - [E:71| 300]: Train Loss:0.001279, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:46:14,966 - yago11k_0.0003 - [INFO] - [E:71| 400]: Train Loss:0.0012809, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:47:20,051 - yago11k_0.0003 - [INFO] - [E:71| 500]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:48:24,655 - yago11k_0.0003 - [INFO] - [E:71| 600]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_0.0003 +2023-06-18 00:48:24,656 - yago11k_0.0003 - [INFO] - [Epoch:71]: Training Loss:0.00128 + +2023-06-18 00:48:24,880 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 00:48:37,373 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 00:48:49,627 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.38762, Head : 0.22035, Avg : 0.30398 + +2023-06-18 00:48:51,226 - yago11k_0.0003 - [INFO] - [Epoch 71]: Training Loss: 0.0012796, Valid MRR: 0.30398, + + + +2023-06-18 00:48:51,897 - yago11k_0.0003 - [INFO] - [E:72| 0]: Train Loss:0.00129, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:49:57,205 - yago11k_0.0003 - [INFO] - [E:72| 100]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:51:01,958 - yago11k_0.0003 - [INFO] - [E:72| 200]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:52:06,917 - yago11k_0.0003 - [INFO] - [E:72| 300]: Train Loss:0.0012746, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:53:12,077 - yago11k_0.0003 - [INFO] - [E:72| 400]: Train Loss:0.0012751, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:54:16,772 - yago11k_0.0003 - [INFO] - [E:72| 500]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:55:21,269 - yago11k_0.0003 - [INFO] - [E:72| 600]: Train Loss:0.0012767, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:55:21,270 - yago11k_0.0003 - [INFO] - [Epoch:72]: Training Loss:0.001277 + +2023-06-18 00:55:21,495 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 00:55:33,987 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 00:55:46,264 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.38376, Head : 0.22308, Avg : 0.30342 + +2023-06-18 00:55:46,264 - yago11k_0.0003 - [INFO] - [Epoch 72]: Training Loss: 0.0012767, Valid MRR: 0.30398, + + + +2023-06-18 00:55:46,937 - yago11k_0.0003 - [INFO] - [E:73| 0]: Train Loss:0.0012608, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:56:51,779 - yago11k_0.0003 - [INFO] - [E:73| 100]: Train Loss:0.0012689, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:57:56,768 - yago11k_0.0003 - [INFO] - [E:73| 200]: Train Loss:0.0012724, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 00:59:01,695 - yago11k_0.0003 - [INFO] - [E:73| 300]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 01:00:06,738 - yago11k_0.0003 - [INFO] - [E:73| 400]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 01:01:11,845 - yago11k_0.0003 - [INFO] - [E:73| 500]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 01:02:16,292 - yago11k_0.0003 - [INFO] - [E:73| 600]: Train Loss:0.0012741, Val MRR:0.30398, yago11k_0.0003 +2023-06-18 01:02:16,292 - yago11k_0.0003 - [INFO] - [Epoch:73]: Training Loss:0.001274 + +2023-06-18 01:02:16,517 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 01:02:28,963 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 01:02:41,218 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.38495, Head : 0.22347, Avg : 0.30421 + +2023-06-18 01:02:42,499 - yago11k_0.0003 - [INFO] - [Epoch 73]: Training Loss: 0.0012741, Valid MRR: 0.30421, + + + +2023-06-18 01:02:43,137 - yago11k_0.0003 - [INFO] - [E:74| 0]: Train Loss:0.0012588, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:03:48,206 - yago11k_0.0003 - [INFO] - [E:74| 100]: Train Loss:0.0012743, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:04:53,147 - yago11k_0.0003 - [INFO] - [E:74| 200]: Train Loss:0.0012729, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:05:58,340 - yago11k_0.0003 - [INFO] - [E:74| 300]: Train Loss:0.0012719, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:07:03,476 - yago11k_0.0003 - [INFO] - [E:74| 400]: Train Loss:0.0012711, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:08:08,333 - yago11k_0.0003 - [INFO] - [E:74| 500]: Train Loss:0.0012708, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:09:12,983 - yago11k_0.0003 - [INFO] - [E:74| 600]: Train Loss:0.0012712, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:09:12,983 - yago11k_0.0003 - [INFO] - [Epoch:74]: Training Loss:0.001271 + +2023-06-18 01:09:13,209 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 01:09:25,629 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 01:09:37,924 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.38612, Head : 0.22196, Avg : 0.30404 + +2023-06-18 01:09:37,924 - yago11k_0.0003 - [INFO] - [Epoch 74]: Training Loss: 0.0012712, Valid MRR: 0.30421, + + + +2023-06-18 01:09:38,601 - yago11k_0.0003 - [INFO] - [E:75| 0]: Train Loss:0.0012754, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:10:43,580 - yago11k_0.0003 - [INFO] - [E:75| 100]: Train Loss:0.0012623, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:11:48,550 - yago11k_0.0003 - [INFO] - [E:75| 200]: Train Loss:0.0012659, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:12:53,477 - yago11k_0.0003 - [INFO] - [E:75| 300]: Train Loss:0.0012669, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:13:58,523 - yago11k_0.0003 - [INFO] - [E:75| 400]: Train Loss:0.001268, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:15:03,356 - yago11k_0.0003 - [INFO] - [E:75| 500]: Train Loss:0.0012684, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:16:07,963 - yago11k_0.0003 - [INFO] - [E:75| 600]: Train Loss:0.0012687, Val MRR:0.30421, yago11k_0.0003 +2023-06-18 01:16:07,963 - yago11k_0.0003 - [INFO] - [Epoch:75]: Training Loss:0.001269 + +2023-06-18 01:16:08,188 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 01:16:20,670 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 01:16:33,008 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.39155, Head : 0.22337, Avg : 0.30746 + +2023-06-18 01:16:34,748 - yago11k_0.0003 - [INFO] - [Epoch 75]: Training Loss: 0.0012687, Valid MRR: 0.30746, + + + +2023-06-18 01:16:35,408 - yago11k_0.0003 - [INFO] - [E:76| 0]: Train Loss:0.0012586, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:17:40,392 - yago11k_0.0003 - [INFO] - [E:76| 100]: Train Loss:0.0012638, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:18:45,410 - yago11k_0.0003 - [INFO] - [E:76| 200]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:19:50,486 - yago11k_0.0003 - [INFO] - [E:76| 300]: Train Loss:0.0012641, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:20:55,564 - yago11k_0.0003 - [INFO] - [E:76| 400]: Train Loss:0.0012633, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:22:00,539 - yago11k_0.0003 - [INFO] - [E:76| 500]: Train Loss:0.0012652, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:23:04,845 - yago11k_0.0003 - [INFO] - [E:76| 600]: Train Loss:0.0012653, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:23:04,845 - yago11k_0.0003 - [INFO] - [Epoch:76]: Training Loss:0.001265 + +2023-06-18 01:23:05,064 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 01:23:17,447 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 01:23:29,751 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.38713, Head : 0.22238, Avg : 0.30476 + +2023-06-18 01:23:29,751 - yago11k_0.0003 - [INFO] - [Epoch 76]: Training Loss: 0.0012653, Valid MRR: 0.30746, + + + +2023-06-18 01:23:30,411 - yago11k_0.0003 - [INFO] - [E:77| 0]: Train Loss:0.0012384, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:24:35,446 - yago11k_0.0003 - [INFO] - [E:77| 100]: Train Loss:0.0012645, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:25:40,170 - yago11k_0.0003 - [INFO] - [E:77| 200]: Train Loss:0.0012657, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:26:45,284 - yago11k_0.0003 - [INFO] - [E:77| 300]: Train Loss:0.0012632, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:27:50,206 - yago11k_0.0003 - [INFO] - [E:77| 400]: Train Loss:0.001263, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:28:55,020 - yago11k_0.0003 - [INFO] - [E:77| 500]: Train Loss:0.0012628, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:29:59,704 - yago11k_0.0003 - [INFO] - [E:77| 600]: Train Loss:0.001263, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:29:59,705 - yago11k_0.0003 - [INFO] - [Epoch:77]: Training Loss:0.001263 + +2023-06-18 01:29:59,925 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 01:30:12,327 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 01:30:24,553 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.38781, Head : 0.22324, Avg : 0.30553 + +2023-06-18 01:30:24,553 - yago11k_0.0003 - [INFO] - [Epoch 77]: Training Loss: 0.001263, Valid MRR: 0.30746, + + + +2023-06-18 01:30:25,228 - yago11k_0.0003 - [INFO] - [E:78| 0]: Train Loss:0.0012587, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:31:30,194 - yago11k_0.0003 - [INFO] - [E:78| 100]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:32:35,304 - yago11k_0.0003 - [INFO] - [E:78| 200]: Train Loss:0.0012612, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:33:40,133 - yago11k_0.0003 - [INFO] - [E:78| 300]: Train Loss:0.0012603, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:34:45,072 - yago11k_0.0003 - [INFO] - [E:78| 400]: Train Loss:0.001259, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:35:50,145 - yago11k_0.0003 - [INFO] - [E:78| 500]: Train Loss:0.0012592, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:36:54,465 - yago11k_0.0003 - [INFO] - [E:78| 600]: Train Loss:0.00126, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:36:54,465 - yago11k_0.0003 - [INFO] - [Epoch:78]: Training Loss:0.00126 + +2023-06-18 01:36:54,691 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 01:37:07,180 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 01:37:19,525 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.38931, Head : 0.22264, Avg : 0.30597 + +2023-06-18 01:37:19,526 - yago11k_0.0003 - [INFO] - [Epoch 78]: Training Loss: 0.00126, Valid MRR: 0.30746, + + + +2023-06-18 01:37:20,197 - yago11k_0.0003 - [INFO] - [E:79| 0]: Train Loss:0.0012157, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:38:25,142 - yago11k_0.0003 - [INFO] - [E:79| 100]: Train Loss:0.0012562, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:39:29,985 - yago11k_0.0003 - [INFO] - [E:79| 200]: Train Loss:0.001256, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:40:35,174 - yago11k_0.0003 - [INFO] - [E:79| 300]: Train Loss:0.0012556, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:41:40,020 - yago11k_0.0003 - [INFO] - [E:79| 400]: Train Loss:0.0012564, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:42:44,799 - yago11k_0.0003 - [INFO] - [E:79| 500]: Train Loss:0.0012572, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:43:49,400 - yago11k_0.0003 - [INFO] - [E:79| 600]: Train Loss:0.0012582, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 01:43:49,401 - yago11k_0.0003 - [INFO] - [Epoch:79]: Training Loss:0.001258 + +2023-06-18 01:43:49,626 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 01:44:02,054 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 01:44:14,372 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.3909, Head : 0.2246, Avg : 0.30775 + MR: Tail : 304.12, Head : 657.52, Avg : 480.82 + Hit-1: Tail : 0.29272, Head : 0.18144, Avg : 0.23708 + Hit-3: Tail : 0.43943, Head : 0.21645, Avg : 0.32794 + Hit-10: Tail : 0.58155, Head : 0.31231, Avg : 0.44693 +2023-06-18 01:44:16,034 - yago11k_0.0003 - [INFO] - [Epoch 79]: Training Loss: 0.0012582, Valid MRR: 0.30775, + + + +2023-06-18 01:44:16,708 - yago11k_0.0003 - [INFO] - [E:80| 0]: Train Loss:0.0012311, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:45:21,757 - yago11k_0.0003 - [INFO] - [E:80| 100]: Train Loss:0.0012525, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:46:26,663 - yago11k_0.0003 - [INFO] - [E:80| 200]: Train Loss:0.0012517, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:47:31,654 - yago11k_0.0003 - [INFO] - [E:80| 300]: Train Loss:0.0012544, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:48:36,508 - yago11k_0.0003 - [INFO] - [E:80| 400]: Train Loss:0.0012553, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:49:41,461 - yago11k_0.0003 - [INFO] - [E:80| 500]: Train Loss:0.0012551, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:50:46,054 - yago11k_0.0003 - [INFO] - [E:80| 600]: Train Loss:0.0012556, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:50:46,054 - yago11k_0.0003 - [INFO] - [Epoch:80]: Training Loss:0.001256 + +2023-06-18 01:50:46,279 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 01:50:58,706 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 01:51:11,014 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.38552, Head : 0.22465, Avg : 0.30508 + +2023-06-18 01:51:11,015 - yago11k_0.0003 - [INFO] - [Epoch 80]: Training Loss: 0.0012556, Valid MRR: 0.30775, + + + +2023-06-18 01:51:11,681 - yago11k_0.0003 - [INFO] - [E:81| 0]: Train Loss:0.0012571, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:52:16,714 - yago11k_0.0003 - [INFO] - [E:81| 100]: Train Loss:0.0012515, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:53:21,585 - yago11k_0.0003 - [INFO] - [E:81| 200]: Train Loss:0.0012519, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:54:26,674 - yago11k_0.0003 - [INFO] - [E:81| 300]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:55:31,739 - yago11k_0.0003 - [INFO] - [E:81| 400]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:56:36,793 - yago11k_0.0003 - [INFO] - [E:81| 500]: Train Loss:0.0012526, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:57:41,374 - yago11k_0.0003 - [INFO] - [E:81| 600]: Train Loss:0.0012528, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:57:41,375 - yago11k_0.0003 - [INFO] - [Epoch:81]: Training Loss:0.001253 + +2023-06-18 01:57:41,599 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 01:57:54,043 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 01:58:06,382 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.38942, Head : 0.22444, Avg : 0.30693 + +2023-06-18 01:58:06,383 - yago11k_0.0003 - [INFO] - [Epoch 81]: Training Loss: 0.0012528, Valid MRR: 0.30775, + + + +2023-06-18 01:58:07,045 - yago11k_0.0003 - [INFO] - [E:82| 0]: Train Loss:0.0012708, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 01:59:11,895 - yago11k_0.0003 - [INFO] - [E:82| 100]: Train Loss:0.001247, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:00:16,899 - yago11k_0.0003 - [INFO] - [E:82| 200]: Train Loss:0.0012485, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:01:21,842 - yago11k_0.0003 - [INFO] - [E:82| 300]: Train Loss:0.0012496, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:02:26,811 - yago11k_0.0003 - [INFO] - [E:82| 400]: Train Loss:0.0012501, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:03:31,705 - yago11k_0.0003 - [INFO] - [E:82| 500]: Train Loss:0.0012512, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:04:36,396 - yago11k_0.0003 - [INFO] - [E:82| 600]: Train Loss:0.001251, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:04:36,397 - yago11k_0.0003 - [INFO] - [Epoch:82]: Training Loss:0.001251 + +2023-06-18 02:04:36,616 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 02:04:49,085 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 02:05:01,406 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.38967, Head : 0.22482, Avg : 0.30724 + +2023-06-18 02:05:01,406 - yago11k_0.0003 - [INFO] - [Epoch 82]: Training Loss: 0.001251, Valid MRR: 0.30775, + + + +2023-06-18 02:05:02,072 - yago11k_0.0003 - [INFO] - [E:83| 0]: Train Loss:0.0012854, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:06:06,695 - yago11k_0.0003 - [INFO] - [E:83| 100]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:07:11,651 - yago11k_0.0003 - [INFO] - [E:83| 200]: Train Loss:0.0012471, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:08:16,718 - yago11k_0.0003 - [INFO] - [E:83| 300]: Train Loss:0.0012457, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:09:21,627 - yago11k_0.0003 - [INFO] - [E:83| 400]: Train Loss:0.0012468, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:10:26,771 - yago11k_0.0003 - [INFO] - [E:83| 500]: Train Loss:0.0012479, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:11:31,201 - yago11k_0.0003 - [INFO] - [E:83| 600]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_0.0003 +2023-06-18 02:11:31,201 - yago11k_0.0003 - [INFO] - [Epoch:83]: Training Loss:0.001248 + +2023-06-18 02:11:31,421 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 02:11:43,870 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 02:11:56,206 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.39523, Head : 0.22374, Avg : 0.30948 + +2023-06-18 02:11:57,757 - yago11k_0.0003 - [INFO] - [Epoch 83]: Training Loss: 0.0012484, Valid MRR: 0.30948, + + + +2023-06-18 02:11:58,414 - yago11k_0.0003 - [INFO] - [E:84| 0]: Train Loss:0.0012143, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:13:03,397 - yago11k_0.0003 - [INFO] - [E:84| 100]: Train Loss:0.0012417, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:14:08,527 - yago11k_0.0003 - [INFO] - [E:84| 200]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:15:13,700 - yago11k_0.0003 - [INFO] - [E:84| 300]: Train Loss:0.0012435, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:16:18,584 - yago11k_0.0003 - [INFO] - [E:84| 400]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:17:23,683 - yago11k_0.0003 - [INFO] - [E:84| 500]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:18:28,402 - yago11k_0.0003 - [INFO] - [E:84| 600]: Train Loss:0.0012466, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:18:28,402 - yago11k_0.0003 - [INFO] - [Epoch:84]: Training Loss:0.001247 + +2023-06-18 02:18:28,628 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 02:18:41,053 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 02:18:53,269 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.39091, Head : 0.22492, Avg : 0.30791 + +2023-06-18 02:18:53,269 - yago11k_0.0003 - [INFO] - [Epoch 84]: Training Loss: 0.0012466, Valid MRR: 0.30948, + + + +2023-06-18 02:18:53,922 - yago11k_0.0003 - [INFO] - [E:85| 0]: Train Loss:0.0012598, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:19:58,936 - yago11k_0.0003 - [INFO] - [E:85| 100]: Train Loss:0.0012426, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:21:04,054 - yago11k_0.0003 - [INFO] - [E:85| 200]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:22:09,092 - yago11k_0.0003 - [INFO] - [E:85| 300]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:23:14,168 - yago11k_0.0003 - [INFO] - [E:85| 400]: Train Loss:0.0012436, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:24:19,178 - yago11k_0.0003 - [INFO] - [E:85| 500]: Train Loss:0.0012441, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:25:23,753 - yago11k_0.0003 - [INFO] - [E:85| 600]: Train Loss:0.0012446, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:25:23,753 - yago11k_0.0003 - [INFO] - [Epoch:85]: Training Loss:0.001245 + +2023-06-18 02:25:23,972 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 02:25:36,454 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 02:25:48,813 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.38863, Head : 0.22506, Avg : 0.30684 + +2023-06-18 02:25:48,814 - yago11k_0.0003 - [INFO] - [Epoch 85]: Training Loss: 0.0012446, Valid MRR: 0.30948, + + + +2023-06-18 02:25:49,478 - yago11k_0.0003 - [INFO] - [E:86| 0]: Train Loss:0.0012665, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:26:54,159 - yago11k_0.0003 - [INFO] - [E:86| 100]: Train Loss:0.0012391, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:27:59,164 - yago11k_0.0003 - [INFO] - [E:86| 200]: Train Loss:0.0012409, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:29:04,141 - yago11k_0.0003 - [INFO] - [E:86| 300]: Train Loss:0.0012412, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:30:09,017 - yago11k_0.0003 - [INFO] - [E:86| 400]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:31:14,143 - yago11k_0.0003 - [INFO] - [E:86| 500]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:32:18,485 - yago11k_0.0003 - [INFO] - [E:86| 600]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_0.0003 +2023-06-18 02:32:18,486 - yago11k_0.0003 - [INFO] - [Epoch:86]: Training Loss:0.001243 + +2023-06-18 02:32:18,707 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 02:32:31,140 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 02:32:43,424 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.39393, Head : 0.22597, Avg : 0.30995 + +2023-06-18 02:32:45,240 - yago11k_0.0003 - [INFO] - [Epoch 86]: Training Loss: 0.0012425, Valid MRR: 0.30995, + + + +2023-06-18 02:32:45,910 - yago11k_0.0003 - [INFO] - [E:87| 0]: Train Loss:0.0012195, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:33:51,056 - yago11k_0.0003 - [INFO] - [E:87| 100]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:34:56,017 - yago11k_0.0003 - [INFO] - [E:87| 200]: Train Loss:0.0012373, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:36:01,037 - yago11k_0.0003 - [INFO] - [E:87| 300]: Train Loss:0.0012381, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:37:06,053 - yago11k_0.0003 - [INFO] - [E:87| 400]: Train Loss:0.0012386, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:38:10,936 - yago11k_0.0003 - [INFO] - [E:87| 500]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:39:15,739 - yago11k_0.0003 - [INFO] - [E:87| 600]: Train Loss:0.0012401, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:39:15,740 - yago11k_0.0003 - [INFO] - [Epoch:87]: Training Loss:0.00124 + +2023-06-18 02:39:15,965 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 02:39:28,451 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 02:39:40,806 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.3923, Head : 0.22652, Avg : 0.30941 + +2023-06-18 02:39:40,806 - yago11k_0.0003 - [INFO] - [Epoch 87]: Training Loss: 0.0012401, Valid MRR: 0.30995, + + + +2023-06-18 02:39:41,478 - yago11k_0.0003 - [INFO] - [E:88| 0]: Train Loss:0.0012184, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:40:46,467 - yago11k_0.0003 - [INFO] - [E:88| 100]: Train Loss:0.0012346, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:41:51,492 - yago11k_0.0003 - [INFO] - [E:88| 200]: Train Loss:0.001234, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:42:56,484 - yago11k_0.0003 - [INFO] - [E:88| 300]: Train Loss:0.0012351, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:44:01,443 - yago11k_0.0003 - [INFO] - [E:88| 400]: Train Loss:0.0012356, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:45:06,386 - yago11k_0.0003 - [INFO] - [E:88| 500]: Train Loss:0.0012359, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:46:10,760 - yago11k_0.0003 - [INFO] - [E:88| 600]: Train Loss:0.0012377, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:46:10,761 - yago11k_0.0003 - [INFO] - [Epoch:88]: Training Loss:0.001238 + +2023-06-18 02:46:10,985 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 02:46:23,498 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 02:46:35,802 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.39082, Head : 0.22694, Avg : 0.30888 + +2023-06-18 02:46:35,803 - yago11k_0.0003 - [INFO] - [Epoch 88]: Training Loss: 0.0012377, Valid MRR: 0.30995, + + + +2023-06-18 02:46:36,467 - yago11k_0.0003 - [INFO] - [E:89| 0]: Train Loss:0.0012256, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:47:41,653 - yago11k_0.0003 - [INFO] - [E:89| 100]: Train Loss:0.0012296, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:48:46,462 - yago11k_0.0003 - [INFO] - [E:89| 200]: Train Loss:0.0012323, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:49:51,400 - yago11k_0.0003 - [INFO] - [E:89| 300]: Train Loss:0.0012338, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:50:56,056 - yago11k_0.0003 - [INFO] - [E:89| 400]: Train Loss:0.0012349, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:52:01,039 - yago11k_0.0003 - [INFO] - [E:89| 500]: Train Loss:0.0012355, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:53:05,551 - yago11k_0.0003 - [INFO] - [E:89| 600]: Train Loss:0.0012363, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:53:05,552 - yago11k_0.0003 - [INFO] - [Epoch:89]: Training Loss:0.001236 + +2023-06-18 02:53:05,777 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 02:53:18,250 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 02:53:30,582 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.39052, Head : 0.22641, Avg : 0.30847 + MR: Tail : 326.99, Head : 673.93, Avg : 500.46 + Hit-1: Tail : 0.29105, Head : 0.18255, Avg : 0.2368 + Hit-3: Tail : 0.44318, Head : 0.21756, Avg : 0.33037 + Hit-10: Tail : 0.57808, Head : 0.3155, Avg : 0.44679 +2023-06-18 02:53:30,582 - yago11k_0.0003 - [INFO] - [Epoch 89]: Training Loss: 0.0012363, Valid MRR: 0.30995, + + + +2023-06-18 02:53:31,246 - yago11k_0.0003 - [INFO] - [E:90| 0]: Train Loss:0.0012032, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:54:36,075 - yago11k_0.0003 - [INFO] - [E:90| 100]: Train Loss:0.0012309, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:55:40,851 - yago11k_0.0003 - [INFO] - [E:90| 200]: Train Loss:0.001232, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:56:45,710 - yago11k_0.0003 - [INFO] - [E:90| 300]: Train Loss:0.0012331, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:57:50,689 - yago11k_0.0003 - [INFO] - [E:90| 400]: Train Loss:0.0012342, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 02:58:55,531 - yago11k_0.0003 - [INFO] - [E:90| 500]: Train Loss:0.0012348, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:00:00,137 - yago11k_0.0003 - [INFO] - [E:90| 600]: Train Loss:0.0012344, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:00:00,137 - yago11k_0.0003 - [INFO] - [Epoch:90]: Training Loss:0.001234 + +2023-06-18 03:00:00,361 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 03:00:12,763 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 03:00:25,109 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.38807, Head : 0.22703, Avg : 0.30755 + +2023-06-18 03:00:25,110 - yago11k_0.0003 - [INFO] - [Epoch 90]: Training Loss: 0.0012344, Valid MRR: 0.30995, + + + +2023-06-18 03:00:25,762 - yago11k_0.0003 - [INFO] - [E:91| 0]: Train Loss:0.0012487, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:01:30,634 - yago11k_0.0003 - [INFO] - [E:91| 100]: Train Loss:0.0012307, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:02:35,625 - yago11k_0.0003 - [INFO] - [E:91| 200]: Train Loss:0.0012333, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:03:40,632 - yago11k_0.0003 - [INFO] - [E:91| 300]: Train Loss:0.0012326, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:04:45,706 - yago11k_0.0003 - [INFO] - [E:91| 400]: Train Loss:0.0012316, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:05:50,959 - yago11k_0.0003 - [INFO] - [E:91| 500]: Train Loss:0.0012322, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:06:55,296 - yago11k_0.0003 - [INFO] - [E:91| 600]: Train Loss:0.0012325, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:06:55,296 - yago11k_0.0003 - [INFO] - [Epoch:91]: Training Loss:0.001233 + +2023-06-18 03:06:55,516 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 03:07:07,993 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 03:07:20,356 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.39203, Head : 0.22682, Avg : 0.30943 + +2023-06-18 03:07:20,356 - yago11k_0.0003 - [INFO] - [Epoch 91]: Training Loss: 0.0012325, Valid MRR: 0.30995, + + + +2023-06-18 03:07:21,031 - yago11k_0.0003 - [INFO] - [E:92| 0]: Train Loss:0.0012154, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:08:26,049 - yago11k_0.0003 - [INFO] - [E:92| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:09:30,867 - yago11k_0.0003 - [INFO] - [E:92| 200]: Train Loss:0.0012292, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:10:35,732 - yago11k_0.0003 - [INFO] - [E:92| 300]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:11:40,809 - yago11k_0.0003 - [INFO] - [E:92| 400]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:12:45,644 - yago11k_0.0003 - [INFO] - [E:92| 500]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:13:50,315 - yago11k_0.0003 - [INFO] - [E:92| 600]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:13:50,315 - yago11k_0.0003 - [INFO] - [Epoch:92]: Training Loss:0.00123 + +2023-06-18 03:13:50,540 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 03:14:03,002 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 03:14:15,333 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.39046, Head : 0.22821, Avg : 0.30933 + +2023-06-18 03:14:15,333 - yago11k_0.0003 - [INFO] - [Epoch 92]: Training Loss: 0.0012303, Valid MRR: 0.30995, + + + +2023-06-18 03:14:15,994 - yago11k_0.0003 - [INFO] - [E:93| 0]: Train Loss:0.0012263, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:15:20,765 - yago11k_0.0003 - [INFO] - [E:93| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:16:25,549 - yago11k_0.0003 - [INFO] - [E:93| 200]: Train Loss:0.0012252, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:17:30,568 - yago11k_0.0003 - [INFO] - [E:93| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:18:35,746 - yago11k_0.0003 - [INFO] - [E:93| 400]: Train Loss:0.0012281, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:19:40,754 - yago11k_0.0003 - [INFO] - [E:93| 500]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:20:45,428 - yago11k_0.0003 - [INFO] - [E:93| 600]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:20:45,429 - yago11k_0.0003 - [INFO] - [Epoch:93]: Training Loss:0.001229 + +2023-06-18 03:20:45,653 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 03:20:58,119 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 03:21:10,461 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.38945, Head : 0.22682, Avg : 0.30814 + +2023-06-18 03:21:10,461 - yago11k_0.0003 - [INFO] - [Epoch 93]: Training Loss: 0.0012293, Valid MRR: 0.30995, + + + +2023-06-18 03:21:11,128 - yago11k_0.0003 - [INFO] - [E:94| 0]: Train Loss:0.0011981, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:22:15,823 - yago11k_0.0003 - [INFO] - [E:94| 100]: Train Loss:0.0012241, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:23:20,734 - yago11k_0.0003 - [INFO] - [E:94| 200]: Train Loss:0.0012265, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:24:25,741 - yago11k_0.0003 - [INFO] - [E:94| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:25:30,881 - yago11k_0.0003 - [INFO] - [E:94| 400]: Train Loss:0.001227, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:26:35,911 - yago11k_0.0003 - [INFO] - [E:94| 500]: Train Loss:0.0012278, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:27:40,609 - yago11k_0.0003 - [INFO] - [E:94| 600]: Train Loss:0.0012275, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:27:40,610 - yago11k_0.0003 - [INFO] - [Epoch:94]: Training Loss:0.001227 + +2023-06-18 03:27:40,835 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 03:27:53,279 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 03:28:05,629 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.39122, Head : 0.22678, Avg : 0.309 + +2023-06-18 03:28:05,629 - yago11k_0.0003 - [INFO] - [Epoch 94]: Training Loss: 0.0012275, Valid MRR: 0.30995, + + + +2023-06-18 03:28:06,292 - yago11k_0.0003 - [INFO] - [E:95| 0]: Train Loss:0.001184, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:29:11,156 - yago11k_0.0003 - [INFO] - [E:95| 100]: Train Loss:0.0012207, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:30:16,064 - yago11k_0.0003 - [INFO] - [E:95| 200]: Train Loss:0.0012213, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:31:21,024 - yago11k_0.0003 - [INFO] - [E:95| 300]: Train Loss:0.0012222, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:32:26,179 - yago11k_0.0003 - [INFO] - [E:95| 400]: Train Loss:0.0012238, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:33:31,325 - yago11k_0.0003 - [INFO] - [E:95| 500]: Train Loss:0.0012248, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:34:35,931 - yago11k_0.0003 - [INFO] - [E:95| 600]: Train Loss:0.0012255, Val MRR:0.30995, yago11k_0.0003 +2023-06-18 03:34:35,932 - yago11k_0.0003 - [INFO] - [Epoch:95]: Training Loss:0.001226 + +2023-06-18 03:34:36,156 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 03:34:48,599 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 03:35:00,933 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.39679, Head : 0.22703, Avg : 0.31191 + +2023-06-18 03:35:02,854 - yago11k_0.0003 - [INFO] - [Epoch 95]: Training Loss: 0.0012255, Valid MRR: 0.31191, + + + +2023-06-18 03:35:03,523 - yago11k_0.0003 - [INFO] - [E:96| 0]: Train Loss:0.0012285, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:36:08,630 - yago11k_0.0003 - [INFO] - [E:96| 100]: Train Loss:0.0012201, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:37:13,617 - yago11k_0.0003 - [INFO] - [E:96| 200]: Train Loss:0.0012209, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:38:18,411 - yago11k_0.0003 - [INFO] - [E:96| 300]: Train Loss:0.0012211, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:39:23,452 - yago11k_0.0003 - [INFO] - [E:96| 400]: Train Loss:0.0012231, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:40:28,575 - yago11k_0.0003 - [INFO] - [E:96| 500]: Train Loss:0.0012241, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:41:33,031 - yago11k_0.0003 - [INFO] - [E:96| 600]: Train Loss:0.0012243, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:41:33,032 - yago11k_0.0003 - [INFO] - [Epoch:96]: Training Loss:0.001224 + +2023-06-18 03:41:33,254 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 03:41:45,748 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 03:41:58,129 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.39133, Head : 0.22575, Avg : 0.30854 + +2023-06-18 03:41:58,129 - yago11k_0.0003 - [INFO] - [Epoch 96]: Training Loss: 0.0012243, Valid MRR: 0.31191, + + + +2023-06-18 03:41:58,800 - yago11k_0.0003 - [INFO] - [E:97| 0]: Train Loss:0.0011991, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:43:03,933 - yago11k_0.0003 - [INFO] - [E:97| 100]: Train Loss:0.0012233, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:44:08,844 - yago11k_0.0003 - [INFO] - [E:97| 200]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:45:13,953 - yago11k_0.0003 - [INFO] - [E:97| 300]: Train Loss:0.0012216, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:46:18,795 - yago11k_0.0003 - [INFO] - [E:97| 400]: Train Loss:0.0012221, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:47:23,554 - yago11k_0.0003 - [INFO] - [E:97| 500]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:48:28,164 - yago11k_0.0003 - [INFO] - [E:97| 600]: Train Loss:0.001222, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:48:28,164 - yago11k_0.0003 - [INFO] - [Epoch:97]: Training Loss:0.001222 + +2023-06-18 03:48:28,389 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 03:48:40,814 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 03:48:53,177 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.39274, Head : 0.22751, Avg : 0.31013 + +2023-06-18 03:48:53,177 - yago11k_0.0003 - [INFO] - [Epoch 97]: Training Loss: 0.001222, Valid MRR: 0.31191, + + + +2023-06-18 03:48:53,840 - yago11k_0.0003 - [INFO] - [E:98| 0]: Train Loss:0.0012346, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:49:58,485 - yago11k_0.0003 - [INFO] - [E:98| 100]: Train Loss:0.0012219, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:51:03,299 - yago11k_0.0003 - [INFO] - [E:98| 200]: Train Loss:0.0012192, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:52:08,409 - yago11k_0.0003 - [INFO] - [E:98| 300]: Train Loss:0.0012196, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:53:13,424 - yago11k_0.0003 - [INFO] - [E:98| 400]: Train Loss:0.0012194, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:54:18,527 - yago11k_0.0003 - [INFO] - [E:98| 500]: Train Loss:0.0012204, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:55:23,141 - yago11k_0.0003 - [INFO] - [E:98| 600]: Train Loss:0.0012206, Val MRR:0.31191, yago11k_0.0003 +2023-06-18 03:55:23,142 - yago11k_0.0003 - [INFO] - [Epoch:98]: Training Loss:0.001221 + +2023-06-18 03:55:23,367 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 03:55:35,802 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 03:55:48,036 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.40045, Head : 0.22669, Avg : 0.31357 + +2023-06-18 03:55:49,635 - yago11k_0.0003 - [INFO] - [Epoch 98]: Training Loss: 0.0012206, Valid MRR: 0.31357, + + + +2023-06-18 03:55:50,292 - yago11k_0.0003 - [INFO] - [E:99| 0]: Train Loss:0.0012259, Val MRR:0.31357, yago11k_0.0003 +2023-06-18 03:56:55,313 - yago11k_0.0003 - [INFO] - [E:99| 100]: Train Loss:0.0012222, Val MRR:0.31357, yago11k_0.0003 +2023-06-18 03:58:00,159 - yago11k_0.0003 - [INFO] - [E:99| 200]: Train Loss:0.0012181, Val MRR:0.31357, yago11k_0.0003 +2023-06-18 03:59:05,013 - yago11k_0.0003 - [INFO] - [E:99| 300]: Train Loss:0.0012189, Val MRR:0.31357, yago11k_0.0003 +2023-06-18 04:00:10,015 - yago11k_0.0003 - [INFO] - [E:99| 400]: Train Loss:0.0012196, Val MRR:0.31357, yago11k_0.0003 +2023-06-18 04:01:15,086 - yago11k_0.0003 - [INFO] - [E:99| 500]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_0.0003 +2023-06-18 04:02:19,766 - yago11k_0.0003 - [INFO] - [E:99| 600]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_0.0003 +2023-06-18 04:02:19,767 - yago11k_0.0003 - [INFO] - [Epoch:99]: Training Loss:0.00122 + +2023-06-18 04:02:19,986 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 04:02:32,474 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 04:02:44,801 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.40058, Head : 0.22662, Avg : 0.3136 + MR: Tail : 320.92, Head : 690.84, Avg : 505.88 + Hit-1: Tail : 0.30647, Head : 0.18172, Avg : 0.2441 + Hit-3: Tail : 0.44443, Head : 0.22256, Avg : 0.3335 + Hit-10: Tail : 0.58433, Head : 0.3137, Avg : 0.44901 +2023-06-18 04:02:46,667 - yago11k_0.0003 - [INFO] - [Epoch 99]: Training Loss: 0.0012202, Valid MRR: 0.3136, + + + +2023-06-18 04:02:47,325 - yago11k_0.0003 - [INFO] - [E:100| 0]: Train Loss:0.0012279, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:03:52,256 - yago11k_0.0003 - [INFO] - [E:100| 100]: Train Loss:0.0012168, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:04:57,312 - yago11k_0.0003 - [INFO] - [E:100| 200]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:06:02,251 - yago11k_0.0003 - [INFO] - [E:100| 300]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:07:07,343 - yago11k_0.0003 - [INFO] - [E:100| 400]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:08:12,300 - yago11k_0.0003 - [INFO] - [E:100| 500]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:09:16,833 - yago11k_0.0003 - [INFO] - [E:100| 600]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:09:16,833 - yago11k_0.0003 - [INFO] - [Epoch:100]: Training Loss:0.001218 + +2023-06-18 04:09:17,051 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 04:09:29,413 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 04:09:41,725 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.39727, Head : 0.22792, Avg : 0.3126 + +2023-06-18 04:09:41,725 - yago11k_0.0003 - [INFO] - [Epoch 100]: Training Loss: 0.0012177, Valid MRR: 0.3136, + + + +2023-06-18 04:09:42,398 - yago11k_0.0003 - [INFO] - [E:101| 0]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:10:47,205 - yago11k_0.0003 - [INFO] - [E:101| 100]: Train Loss:0.0012145, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:11:52,104 - yago11k_0.0003 - [INFO] - [E:101| 200]: Train Loss:0.0012151, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:12:57,199 - yago11k_0.0003 - [INFO] - [E:101| 300]: Train Loss:0.0012146, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:14:02,136 - yago11k_0.0003 - [INFO] - [E:101| 400]: Train Loss:0.0012154, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:15:07,300 - yago11k_0.0003 - [INFO] - [E:101| 500]: Train Loss:0.0012158, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:16:11,867 - yago11k_0.0003 - [INFO] - [E:101| 600]: Train Loss:0.0012159, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:16:11,868 - yago11k_0.0003 - [INFO] - [Epoch:101]: Training Loss:0.001216 + +2023-06-18 04:16:12,094 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 04:16:24,549 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 04:16:36,899 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.39003, Head : 0.22841, Avg : 0.30922 + +2023-06-18 04:16:36,899 - yago11k_0.0003 - [INFO] - [Epoch 101]: Training Loss: 0.0012159, Valid MRR: 0.3136, + + + +2023-06-18 04:16:37,560 - yago11k_0.0003 - [INFO] - [E:102| 0]: Train Loss:0.0012215, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:17:42,473 - yago11k_0.0003 - [INFO] - [E:102| 100]: Train Loss:0.0012113, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:18:47,535 - yago11k_0.0003 - [INFO] - [E:102| 200]: Train Loss:0.0012133, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:19:52,452 - yago11k_0.0003 - [INFO] - [E:102| 300]: Train Loss:0.0012144, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:20:57,345 - yago11k_0.0003 - [INFO] - [E:102| 400]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:22:02,232 - yago11k_0.0003 - [INFO] - [E:102| 500]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:23:06,882 - yago11k_0.0003 - [INFO] - [E:102| 600]: Train Loss:0.0012149, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:23:06,883 - yago11k_0.0003 - [INFO] - [Epoch:102]: Training Loss:0.001215 + +2023-06-18 04:23:07,107 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 04:23:19,588 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 04:23:31,964 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.38966, Head : 0.22794, Avg : 0.3088 + +2023-06-18 04:23:31,964 - yago11k_0.0003 - [INFO] - [Epoch 102]: Training Loss: 0.0012149, Valid MRR: 0.3136, + + + +2023-06-18 04:23:32,641 - yago11k_0.0003 - [INFO] - [E:103| 0]: Train Loss:0.0012384, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:24:37,347 - yago11k_0.0003 - [INFO] - [E:103| 100]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:25:42,192 - yago11k_0.0003 - [INFO] - [E:103| 200]: Train Loss:0.001212, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:26:47,139 - yago11k_0.0003 - [INFO] - [E:103| 300]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:27:52,007 - yago11k_0.0003 - [INFO] - [E:103| 400]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:28:57,173 - yago11k_0.0003 - [INFO] - [E:103| 500]: Train Loss:0.0012131, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:30:01,569 - yago11k_0.0003 - [INFO] - [E:103| 600]: Train Loss:0.0012134, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:30:01,569 - yago11k_0.0003 - [INFO] - [Epoch:103]: Training Loss:0.001213 + +2023-06-18 04:30:01,792 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 04:30:14,308 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 04:30:26,641 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.39663, Head : 0.2285, Avg : 0.31257 + +2023-06-18 04:30:26,642 - yago11k_0.0003 - [INFO] - [Epoch 103]: Training Loss: 0.0012134, Valid MRR: 0.3136, + + + +2023-06-18 04:30:27,320 - yago11k_0.0003 - [INFO] - [E:104| 0]: Train Loss:0.0011818, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:31:32,383 - yago11k_0.0003 - [INFO] - [E:104| 100]: Train Loss:0.0012081, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:32:37,402 - yago11k_0.0003 - [INFO] - [E:104| 200]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:33:42,313 - yago11k_0.0003 - [INFO] - [E:104| 300]: Train Loss:0.0012104, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:34:47,401 - yago11k_0.0003 - [INFO] - [E:104| 400]: Train Loss:0.0012103, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:35:52,293 - yago11k_0.0003 - [INFO] - [E:104| 500]: Train Loss:0.0012107, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:36:56,770 - yago11k_0.0003 - [INFO] - [E:104| 600]: Train Loss:0.0012117, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:36:56,771 - yago11k_0.0003 - [INFO] - [Epoch:104]: Training Loss:0.001212 + +2023-06-18 04:36:56,997 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 04:37:09,508 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 04:37:21,822 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.392, Head : 0.22617, Avg : 0.30908 + +2023-06-18 04:37:21,823 - yago11k_0.0003 - [INFO] - [Epoch 104]: Training Loss: 0.0012117, Valid MRR: 0.3136, + + + +2023-06-18 04:37:22,481 - yago11k_0.0003 - [INFO] - [E:105| 0]: Train Loss:0.0012292, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:38:27,515 - yago11k_0.0003 - [INFO] - [E:105| 100]: Train Loss:0.0012115, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:39:32,435 - yago11k_0.0003 - [INFO] - [E:105| 200]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:40:37,291 - yago11k_0.0003 - [INFO] - [E:105| 300]: Train Loss:0.0012102, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:41:42,227 - yago11k_0.0003 - [INFO] - [E:105| 400]: Train Loss:0.0012101, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:42:47,154 - yago11k_0.0003 - [INFO] - [E:105| 500]: Train Loss:0.0012108, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:43:51,708 - yago11k_0.0003 - [INFO] - [E:105| 600]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:43:51,708 - yago11k_0.0003 - [INFO] - [Epoch:105]: Training Loss:0.001211 + +2023-06-18 04:43:51,927 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 04:44:04,330 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 04:44:16,645 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.39593, Head : 0.22919, Avg : 0.31256 + +2023-06-18 04:44:16,645 - yago11k_0.0003 - [INFO] - [Epoch 105]: Training Loss: 0.0012109, Valid MRR: 0.3136, + + + +2023-06-18 04:44:17,324 - yago11k_0.0003 - [INFO] - [E:106| 0]: Train Loss:0.0011915, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:45:22,345 - yago11k_0.0003 - [INFO] - [E:106| 100]: Train Loss:0.0012071, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:46:27,122 - yago11k_0.0003 - [INFO] - [E:106| 200]: Train Loss:0.0012078, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:47:31,916 - yago11k_0.0003 - [INFO] - [E:106| 300]: Train Loss:0.001207, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:48:36,971 - yago11k_0.0003 - [INFO] - [E:106| 400]: Train Loss:0.0012095, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:49:42,042 - yago11k_0.0003 - [INFO] - [E:106| 500]: Train Loss:0.0012098, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:50:46,776 - yago11k_0.0003 - [INFO] - [E:106| 600]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_0.0003 +2023-06-18 04:50:46,776 - yago11k_0.0003 - [INFO] - [Epoch:106]: Training Loss:0.001209 + +2023-06-18 04:50:47,001 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 04:50:59,433 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 04:51:11,802 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.39939, Head : 0.22932, Avg : 0.31435 + +2023-06-18 04:51:13,553 - yago11k_0.0003 - [INFO] - [Epoch 106]: Training Loss: 0.0012094, Valid MRR: 0.31435, + + + +2023-06-18 04:51:14,229 - yago11k_0.0003 - [INFO] - [E:107| 0]: Train Loss:0.0012015, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 04:52:19,330 - yago11k_0.0003 - [INFO] - [E:107| 100]: Train Loss:0.0012051, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 04:53:24,165 - yago11k_0.0003 - [INFO] - [E:107| 200]: Train Loss:0.0012047, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 04:54:29,197 - yago11k_0.0003 - [INFO] - [E:107| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 04:55:34,129 - yago11k_0.0003 - [INFO] - [E:107| 400]: Train Loss:0.0012068, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 04:56:39,138 - yago11k_0.0003 - [INFO] - [E:107| 500]: Train Loss:0.0012073, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 04:57:43,966 - yago11k_0.0003 - [INFO] - [E:107| 600]: Train Loss:0.001208, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 04:57:43,967 - yago11k_0.0003 - [INFO] - [Epoch:107]: Training Loss:0.001208 + +2023-06-18 04:57:44,192 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 04:57:56,689 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 04:58:09,026 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.39777, Head : 0.22869, Avg : 0.31323 + +2023-06-18 04:58:09,026 - yago11k_0.0003 - [INFO] - [Epoch 107]: Training Loss: 0.001208, Valid MRR: 0.31435, + + + +2023-06-18 04:58:09,699 - yago11k_0.0003 - [INFO] - [E:108| 0]: Train Loss:0.0012774, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 04:59:14,717 - yago11k_0.0003 - [INFO] - [E:108| 100]: Train Loss:0.0012062, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:00:19,712 - yago11k_0.0003 - [INFO] - [E:108| 200]: Train Loss:0.001206, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:01:24,786 - yago11k_0.0003 - [INFO] - [E:108| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:02:29,846 - yago11k_0.0003 - [INFO] - [E:108| 400]: Train Loss:0.0012059, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:03:34,907 - yago11k_0.0003 - [INFO] - [E:108| 500]: Train Loss:0.0012064, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:04:39,409 - yago11k_0.0003 - [INFO] - [E:108| 600]: Train Loss:0.0012063, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:04:39,410 - yago11k_0.0003 - [INFO] - [Epoch:108]: Training Loss:0.001206 + +2023-06-18 05:04:39,634 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 05:04:52,126 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 05:05:04,520 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.3997, Head : 0.22755, Avg : 0.31362 + +2023-06-18 05:05:04,520 - yago11k_0.0003 - [INFO] - [Epoch 108]: Training Loss: 0.0012063, Valid MRR: 0.31435, + + + +2023-06-18 05:05:05,189 - yago11k_0.0003 - [INFO] - [E:109| 0]: Train Loss:0.0012447, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:06:10,249 - yago11k_0.0003 - [INFO] - [E:109| 100]: Train Loss:0.0012048, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:07:15,376 - yago11k_0.0003 - [INFO] - [E:109| 200]: Train Loss:0.0012044, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:08:20,401 - yago11k_0.0003 - [INFO] - [E:109| 300]: Train Loss:0.0012043, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:09:25,577 - yago11k_0.0003 - [INFO] - [E:109| 400]: Train Loss:0.0012053, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:10:30,532 - yago11k_0.0003 - [INFO] - [E:109| 500]: Train Loss:0.0012049, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:11:35,190 - yago11k_0.0003 - [INFO] - [E:109| 600]: Train Loss:0.0012054, Val MRR:0.31435, yago11k_0.0003 +2023-06-18 05:11:35,191 - yago11k_0.0003 - [INFO] - [Epoch:109]: Training Loss:0.001205 + +2023-06-18 05:11:35,415 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 05:11:47,910 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 05:12:00,241 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.40414, Head : 0.22759, Avg : 0.31587 + MR: Tail : 358.21, Head : 706.75, Avg : 532.48 + Hit-1: Tail : 0.31314, Head : 0.18505, Avg : 0.2491 + Hit-3: Tail : 0.44526, Head : 0.22242, Avg : 0.33384 + Hit-10: Tail : 0.58086, Head : 0.30967, Avg : 0.44526 +2023-06-18 05:12:01,870 - yago11k_0.0003 - [INFO] - [Epoch 109]: Training Loss: 0.0012054, Valid MRR: 0.31587, + + + +2023-06-18 05:12:02,533 - yago11k_0.0003 - [INFO] - [E:110| 0]: Train Loss:0.0011863, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:13:07,402 - yago11k_0.0003 - [INFO] - [E:110| 100]: Train Loss:0.0012005, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:14:12,406 - yago11k_0.0003 - [INFO] - [E:110| 200]: Train Loss:0.0012033, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:15:17,425 - yago11k_0.0003 - [INFO] - [E:110| 300]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:16:22,346 - yago11k_0.0003 - [INFO] - [E:110| 400]: Train Loss:0.0012037, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:17:27,462 - yago11k_0.0003 - [INFO] - [E:110| 500]: Train Loss:0.0012043, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:18:31,772 - yago11k_0.0003 - [INFO] - [E:110| 600]: Train Loss:0.0012045, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:18:31,773 - yago11k_0.0003 - [INFO] - [Epoch:110]: Training Loss:0.001204 + +2023-06-18 05:18:31,999 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 05:18:44,429 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 05:18:56,678 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.40231, Head : 0.2285, Avg : 0.31541 + +2023-06-18 05:18:56,678 - yago11k_0.0003 - [INFO] - [Epoch 110]: Training Loss: 0.0012045, Valid MRR: 0.31587, + + + +2023-06-18 05:18:57,337 - yago11k_0.0003 - [INFO] - [E:111| 0]: Train Loss:0.0011859, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:20:02,424 - yago11k_0.0003 - [INFO] - [E:111| 100]: Train Loss:0.0012006, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:21:07,338 - yago11k_0.0003 - [INFO] - [E:111| 200]: Train Loss:0.0011993, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:22:12,200 - yago11k_0.0003 - [INFO] - [E:111| 300]: Train Loss:0.0012017, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:23:17,222 - yago11k_0.0003 - [INFO] - [E:111| 400]: Train Loss:0.0012036, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:24:22,245 - yago11k_0.0003 - [INFO] - [E:111| 500]: Train Loss:0.0012042, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:25:26,552 - yago11k_0.0003 - [INFO] - [E:111| 600]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_0.0003 +2023-06-18 05:25:26,552 - yago11k_0.0003 - [INFO] - [Epoch:111]: Training Loss:0.001203 + +2023-06-18 05:25:26,777 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 05:25:39,237 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 05:25:51,547 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.40622, Head : 0.22821, Avg : 0.31721 + +2023-06-18 05:25:52,508 - yago11k_0.0003 - [INFO] - [Epoch 111]: Training Loss: 0.0012034, Valid MRR: 0.31721, + + + +2023-06-18 05:25:53,162 - yago11k_0.0003 - [INFO] - [E:112| 0]: Train Loss:0.0011979, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:26:58,003 - yago11k_0.0003 - [INFO] - [E:112| 100]: Train Loss:0.0011978, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:28:02,828 - yago11k_0.0003 - [INFO] - [E:112| 200]: Train Loss:0.0011982, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:29:07,557 - yago11k_0.0003 - [INFO] - [E:112| 300]: Train Loss:0.0012, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:30:12,572 - yago11k_0.0003 - [INFO] - [E:112| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:31:17,382 - yago11k_0.0003 - [INFO] - [E:112| 500]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:32:21,990 - yago11k_0.0003 - [INFO] - [E:112| 600]: Train Loss:0.0012012, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:32:21,991 - yago11k_0.0003 - [INFO] - [Epoch:112]: Training Loss:0.001201 + +2023-06-18 05:32:22,215 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 05:32:34,684 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 05:32:47,015 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.40023, Head : 0.22791, Avg : 0.31407 + +2023-06-18 05:32:47,015 - yago11k_0.0003 - [INFO] - [Epoch 112]: Training Loss: 0.0012012, Valid MRR: 0.31721, + + + +2023-06-18 05:32:47,685 - yago11k_0.0003 - [INFO] - [E:113| 0]: Train Loss:0.0012183, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:33:52,497 - yago11k_0.0003 - [INFO] - [E:113| 100]: Train Loss:0.0012015, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:34:57,653 - yago11k_0.0003 - [INFO] - [E:113| 200]: Train Loss:0.0012002, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:36:02,408 - yago11k_0.0003 - [INFO] - [E:113| 300]: Train Loss:0.0012001, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:37:07,272 - yago11k_0.0003 - [INFO] - [E:113| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:38:12,223 - yago11k_0.0003 - [INFO] - [E:113| 500]: Train Loss:0.0012006, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:39:16,943 - yago11k_0.0003 - [INFO] - [E:113| 600]: Train Loss:0.0012008, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:39:16,944 - yago11k_0.0003 - [INFO] - [Epoch:113]: Training Loss:0.001201 + +2023-06-18 05:39:17,168 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 05:39:29,517 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 05:39:41,770 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.39898, Head : 0.23034, Avg : 0.31466 + +2023-06-18 05:39:41,770 - yago11k_0.0003 - [INFO] - [Epoch 113]: Training Loss: 0.0012008, Valid MRR: 0.31721, + + + +2023-06-18 05:39:42,429 - yago11k_0.0003 - [INFO] - [E:114| 0]: Train Loss:0.0011856, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:40:47,278 - yago11k_0.0003 - [INFO] - [E:114| 100]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:41:52,176 - yago11k_0.0003 - [INFO] - [E:114| 200]: Train Loss:0.001198, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:42:57,125 - yago11k_0.0003 - [INFO] - [E:114| 300]: Train Loss:0.0011975, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:44:02,194 - yago11k_0.0003 - [INFO] - [E:114| 400]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:45:07,065 - yago11k_0.0003 - [INFO] - [E:114| 500]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:46:11,697 - yago11k_0.0003 - [INFO] - [E:114| 600]: Train Loss:0.0011992, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:46:11,697 - yago11k_0.0003 - [INFO] - [Epoch:114]: Training Loss:0.001199 + +2023-06-18 05:46:11,922 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 05:46:24,420 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 05:46:36,805 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.40152, Head : 0.22981, Avg : 0.31566 + +2023-06-18 05:46:36,805 - yago11k_0.0003 - [INFO] - [Epoch 114]: Training Loss: 0.0011992, Valid MRR: 0.31721, + + + +2023-06-18 05:46:37,460 - yago11k_0.0003 - [INFO] - [E:115| 0]: Train Loss:0.0012072, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:47:42,340 - yago11k_0.0003 - [INFO] - [E:115| 100]: Train Loss:0.0011969, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:48:47,332 - yago11k_0.0003 - [INFO] - [E:115| 200]: Train Loss:0.0011958, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:49:52,264 - yago11k_0.0003 - [INFO] - [E:115| 300]: Train Loss:0.0011968, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:50:57,163 - yago11k_0.0003 - [INFO] - [E:115| 400]: Train Loss:0.0011967, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:52:02,049 - yago11k_0.0003 - [INFO] - [E:115| 500]: Train Loss:0.0011977, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:53:06,558 - yago11k_0.0003 - [INFO] - [E:115| 600]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:53:06,558 - yago11k_0.0003 - [INFO] - [Epoch:115]: Training Loss:0.001198 + +2023-06-18 05:53:06,782 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 05:53:19,260 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 05:53:31,587 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.40061, Head : 0.22862, Avg : 0.31461 + +2023-06-18 05:53:31,587 - yago11k_0.0003 - [INFO] - [Epoch 115]: Training Loss: 0.0011976, Valid MRR: 0.31721, + + + +2023-06-18 05:53:32,259 - yago11k_0.0003 - [INFO] - [E:116| 0]: Train Loss:0.0011721, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:54:37,265 - yago11k_0.0003 - [INFO] - [E:116| 100]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:55:42,242 - yago11k_0.0003 - [INFO] - [E:116| 200]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:56:47,351 - yago11k_0.0003 - [INFO] - [E:116| 300]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:57:52,247 - yago11k_0.0003 - [INFO] - [E:116| 400]: Train Loss:0.0011964, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 05:58:57,045 - yago11k_0.0003 - [INFO] - [E:116| 500]: Train Loss:0.0011971, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:00:01,723 - yago11k_0.0003 - [INFO] - [E:116| 600]: Train Loss:0.001197, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:00:01,723 - yago11k_0.0003 - [INFO] - [Epoch:116]: Training Loss:0.001197 + +2023-06-18 06:00:01,949 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 06:00:14,424 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 06:00:26,697 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.40099, Head : 0.22962, Avg : 0.3153 + +2023-06-18 06:00:26,697 - yago11k_0.0003 - [INFO] - [Epoch 116]: Training Loss: 0.001197, Valid MRR: 0.31721, + + + +2023-06-18 06:00:27,365 - yago11k_0.0003 - [INFO] - [E:117| 0]: Train Loss:0.0011945, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:01:32,166 - yago11k_0.0003 - [INFO] - [E:117| 100]: Train Loss:0.0011918, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:02:37,239 - yago11k_0.0003 - [INFO] - [E:117| 200]: Train Loss:0.001193, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:03:42,269 - yago11k_0.0003 - [INFO] - [E:117| 300]: Train Loss:0.0011938, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:04:47,140 - yago11k_0.0003 - [INFO] - [E:117| 400]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:05:52,089 - yago11k_0.0003 - [INFO] - [E:117| 500]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:06:56,410 - yago11k_0.0003 - [INFO] - [E:117| 600]: Train Loss:0.001196, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:06:56,410 - yago11k_0.0003 - [INFO] - [Epoch:117]: Training Loss:0.001196 + +2023-06-18 06:06:56,636 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 06:07:09,103 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 06:07:21,437 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40063, Head : 0.23042, Avg : 0.31553 + +2023-06-18 06:07:21,437 - yago11k_0.0003 - [INFO] - [Epoch 117]: Training Loss: 0.001196, Valid MRR: 0.31721, + + + +2023-06-18 06:07:22,102 - yago11k_0.0003 - [INFO] - [E:118| 0]: Train Loss:0.0012445, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:08:27,305 - yago11k_0.0003 - [INFO] - [E:118| 100]: Train Loss:0.0011891, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:09:32,156 - yago11k_0.0003 - [INFO] - [E:118| 200]: Train Loss:0.0011928, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:10:37,191 - yago11k_0.0003 - [INFO] - [E:118| 300]: Train Loss:0.0011929, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:11:42,076 - yago11k_0.0003 - [INFO] - [E:118| 400]: Train Loss:0.001194, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:12:47,007 - yago11k_0.0003 - [INFO] - [E:118| 500]: Train Loss:0.0011947, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:13:51,626 - yago11k_0.0003 - [INFO] - [E:118| 600]: Train Loss:0.0011951, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:13:51,626 - yago11k_0.0003 - [INFO] - [Epoch:118]: Training Loss:0.001195 + +2023-06-18 06:13:51,850 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 06:14:04,203 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 06:14:16,465 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.40197, Head : 0.22888, Avg : 0.31542 + +2023-06-18 06:14:16,465 - yago11k_0.0003 - [INFO] - [Epoch 118]: Training Loss: 0.0011951, Valid MRR: 0.31721, + + + +2023-06-18 06:14:17,138 - yago11k_0.0003 - [INFO] - [E:119| 0]: Train Loss:0.001225, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:15:22,191 - yago11k_0.0003 - [INFO] - [E:119| 100]: Train Loss:0.0011946, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:16:27,339 - yago11k_0.0003 - [INFO] - [E:119| 200]: Train Loss:0.0011934, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:17:32,074 - yago11k_0.0003 - [INFO] - [E:119| 300]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:18:36,882 - yago11k_0.0003 - [INFO] - [E:119| 400]: Train Loss:0.001193, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:19:41,910 - yago11k_0.0003 - [INFO] - [E:119| 500]: Train Loss:0.0011936, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:20:46,492 - yago11k_0.0003 - [INFO] - [E:119| 600]: Train Loss:0.0011939, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:20:46,493 - yago11k_0.0003 - [INFO] - [Epoch:119]: Training Loss:0.001194 + +2023-06-18 06:20:46,717 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 06:20:59,207 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 06:21:11,596 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.39644, Head : 0.22977, Avg : 0.3131 + MR: Tail : 375.39, Head : 706.49, Avg : 540.94 + Hit-1: Tail : 0.29939, Head : 0.18477, Avg : 0.24208 + Hit-3: Tail : 0.4379, Head : 0.2259, Avg : 0.3319 + Hit-10: Tail : 0.58752, Head : 0.31439, Avg : 0.45096 +2023-06-18 06:21:11,597 - yago11k_0.0003 - [INFO] - [Epoch 119]: Training Loss: 0.0011939, Valid MRR: 0.31721, + + + +2023-06-18 06:21:12,250 - yago11k_0.0003 - [INFO] - [E:120| 0]: Train Loss:0.0011678, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:22:17,134 - yago11k_0.0003 - [INFO] - [E:120| 100]: Train Loss:0.0011917, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:23:22,023 - yago11k_0.0003 - [INFO] - [E:120| 200]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:24:27,137 - yago11k_0.0003 - [INFO] - [E:120| 300]: Train Loss:0.001192, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:25:31,956 - yago11k_0.0003 - [INFO] - [E:120| 400]: Train Loss:0.001192, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:26:36,918 - yago11k_0.0003 - [INFO] - [E:120| 500]: Train Loss:0.0011919, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:27:41,488 - yago11k_0.0003 - [INFO] - [E:120| 600]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:27:41,489 - yago11k_0.0003 - [INFO] - [Epoch:120]: Training Loss:0.001193 + +2023-06-18 06:27:41,713 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 06:27:54,197 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 06:28:06,531 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.39732, Head : 0.22809, Avg : 0.3127 + +2023-06-18 06:28:06,531 - yago11k_0.0003 - [INFO] - [Epoch 120]: Training Loss: 0.0011927, Valid MRR: 0.31721, + + + +2023-06-18 06:28:07,192 - yago11k_0.0003 - [INFO] - [E:121| 0]: Train Loss:0.0012053, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:29:12,275 - yago11k_0.0003 - [INFO] - [E:121| 100]: Train Loss:0.0011889, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:30:17,304 - yago11k_0.0003 - [INFO] - [E:121| 200]: Train Loss:0.0011899, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:31:22,053 - yago11k_0.0003 - [INFO] - [E:121| 300]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:32:26,930 - yago11k_0.0003 - [INFO] - [E:121| 400]: Train Loss:0.001191, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:33:32,059 - yago11k_0.0003 - [INFO] - [E:121| 500]: Train Loss:0.001191, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:34:36,708 - yago11k_0.0003 - [INFO] - [E:121| 600]: Train Loss:0.0011913, Val MRR:0.31721, yago11k_0.0003 +2023-06-18 06:34:36,709 - yago11k_0.0003 - [INFO] - [Epoch:121]: Training Loss:0.001191 + +2023-06-18 06:34:36,934 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 06:34:49,362 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 06:35:01,637 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.40622, Head : 0.22953, Avg : 0.31788 + +2023-06-18 06:35:03,298 - yago11k_0.0003 - [INFO] - [Epoch 121]: Training Loss: 0.0011913, Valid MRR: 0.31788, + + + +2023-06-18 06:35:03,957 - yago11k_0.0003 - [INFO] - [E:122| 0]: Train Loss:0.0011743, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:36:08,816 - yago11k_0.0003 - [INFO] - [E:122| 100]: Train Loss:0.0011897, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:37:13,804 - yago11k_0.0003 - [INFO] - [E:122| 200]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:38:18,660 - yago11k_0.0003 - [INFO] - [E:122| 300]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:39:23,695 - yago11k_0.0003 - [INFO] - [E:122| 400]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:40:28,665 - yago11k_0.0003 - [INFO] - [E:122| 500]: Train Loss:0.0011898, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:41:33,248 - yago11k_0.0003 - [INFO] - [E:122| 600]: Train Loss:0.0011903, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:41:33,249 - yago11k_0.0003 - [INFO] - [Epoch:122]: Training Loss:0.00119 + +2023-06-18 06:41:33,474 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 06:41:45,893 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 06:41:58,259 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.40168, Head : 0.23007, Avg : 0.31587 + +2023-06-18 06:41:58,260 - yago11k_0.0003 - [INFO] - [Epoch 122]: Training Loss: 0.0011903, Valid MRR: 0.31788, + + + +2023-06-18 06:41:58,932 - yago11k_0.0003 - [INFO] - [E:123| 0]: Train Loss:0.0011699, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:43:03,670 - yago11k_0.0003 - [INFO] - [E:123| 100]: Train Loss:0.0011893, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:44:08,554 - yago11k_0.0003 - [INFO] - [E:123| 200]: Train Loss:0.0011875, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:45:13,482 - yago11k_0.0003 - [INFO] - [E:123| 300]: Train Loss:0.0011877, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:46:18,444 - yago11k_0.0003 - [INFO] - [E:123| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:47:23,654 - yago11k_0.0003 - [INFO] - [E:123| 500]: Train Loss:0.0011892, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:48:28,231 - yago11k_0.0003 - [INFO] - [E:123| 600]: Train Loss:0.001189, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:48:28,232 - yago11k_0.0003 - [INFO] - [Epoch:123]: Training Loss:0.001189 + +2023-06-18 06:48:28,458 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 06:48:40,793 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 06:48:53,082 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.40103, Head : 0.22906, Avg : 0.31505 + +2023-06-18 06:48:53,082 - yago11k_0.0003 - [INFO] - [Epoch 123]: Training Loss: 0.001189, Valid MRR: 0.31788, + + + +2023-06-18 06:48:53,727 - yago11k_0.0003 - [INFO] - [E:124| 0]: Train Loss:0.00116, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:49:58,849 - yago11k_0.0003 - [INFO] - [E:124| 100]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:51:03,759 - yago11k_0.0003 - [INFO] - [E:124| 200]: Train Loss:0.001185, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:52:08,704 - yago11k_0.0003 - [INFO] - [E:124| 300]: Train Loss:0.0011878, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:53:13,657 - yago11k_0.0003 - [INFO] - [E:124| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:54:18,607 - yago11k_0.0003 - [INFO] - [E:124| 500]: Train Loss:0.0011886, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:55:23,121 - yago11k_0.0003 - [INFO] - [E:124| 600]: Train Loss:0.0011883, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:55:23,121 - yago11k_0.0003 - [INFO] - [Epoch:124]: Training Loss:0.001188 + +2023-06-18 06:55:23,340 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 06:55:35,819 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 06:55:48,106 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.40294, Head : 0.2291, Avg : 0.31602 + +2023-06-18 06:55:48,106 - yago11k_0.0003 - [INFO] - [Epoch 124]: Training Loss: 0.0011883, Valid MRR: 0.31788, + + + +2023-06-18 06:55:48,755 - yago11k_0.0003 - [INFO] - [E:125| 0]: Train Loss:0.0011736, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:56:53,610 - yago11k_0.0003 - [INFO] - [E:125| 100]: Train Loss:0.001183, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:57:58,510 - yago11k_0.0003 - [INFO] - [E:125| 200]: Train Loss:0.0011853, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 06:59:03,529 - yago11k_0.0003 - [INFO] - [E:125| 300]: Train Loss:0.0011867, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:00:08,617 - yago11k_0.0003 - [INFO] - [E:125| 400]: Train Loss:0.0011868, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:01:13,633 - yago11k_0.0003 - [INFO] - [E:125| 500]: Train Loss:0.0011872, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:02:18,079 - yago11k_0.0003 - [INFO] - [E:125| 600]: Train Loss:0.0011871, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:02:18,080 - yago11k_0.0003 - [INFO] - [Epoch:125]: Training Loss:0.001187 + +2023-06-18 07:02:18,299 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 07:02:30,675 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 07:02:42,924 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.40153, Head : 0.23045, Avg : 0.31599 + +2023-06-18 07:02:42,924 - yago11k_0.0003 - [INFO] - [Epoch 125]: Training Loss: 0.0011871, Valid MRR: 0.31788, + + + +2023-06-18 07:02:43,574 - yago11k_0.0003 - [INFO] - [E:126| 0]: Train Loss:0.0012263, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:03:48,429 - yago11k_0.0003 - [INFO] - [E:126| 100]: Train Loss:0.0011844, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:04:53,489 - yago11k_0.0003 - [INFO] - [E:126| 200]: Train Loss:0.0011837, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:05:58,183 - yago11k_0.0003 - [INFO] - [E:126| 300]: Train Loss:0.0011846, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:07:03,080 - yago11k_0.0003 - [INFO] - [E:126| 400]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:08:07,926 - yago11k_0.0003 - [INFO] - [E:126| 500]: Train Loss:0.0011848, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:09:12,484 - yago11k_0.0003 - [INFO] - [E:126| 600]: Train Loss:0.0011858, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:09:12,485 - yago11k_0.0003 - [INFO] - [Epoch:126]: Training Loss:0.001186 + +2023-06-18 07:09:12,711 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 07:09:25,192 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 07:09:37,521 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.4024, Head : 0.22848, Avg : 0.31544 + +2023-06-18 07:09:37,521 - yago11k_0.0003 - [INFO] - [Epoch 126]: Training Loss: 0.0011858, Valid MRR: 0.31788, + + + +2023-06-18 07:09:38,182 - yago11k_0.0003 - [INFO] - [E:127| 0]: Train Loss:0.0011688, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:10:43,162 - yago11k_0.0003 - [INFO] - [E:127| 100]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:11:48,122 - yago11k_0.0003 - [INFO] - [E:127| 200]: Train Loss:0.0011857, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:12:53,040 - yago11k_0.0003 - [INFO] - [E:127| 300]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:13:57,934 - yago11k_0.0003 - [INFO] - [E:127| 400]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:15:02,740 - yago11k_0.0003 - [INFO] - [E:127| 500]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:16:07,291 - yago11k_0.0003 - [INFO] - [E:127| 600]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:16:07,291 - yago11k_0.0003 - [INFO] - [Epoch:127]: Training Loss:0.001185 + +2023-06-18 07:16:07,516 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 07:16:19,969 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 07:16:32,304 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.39703, Head : 0.22917, Avg : 0.3131 + +2023-06-18 07:16:32,304 - yago11k_0.0003 - [INFO] - [Epoch 127]: Training Loss: 0.0011849, Valid MRR: 0.31788, + + + +2023-06-18 07:16:32,962 - yago11k_0.0003 - [INFO] - [E:128| 0]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:17:38,054 - yago11k_0.0003 - [INFO] - [E:128| 100]: Train Loss:0.0011822, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:18:43,000 - yago11k_0.0003 - [INFO] - [E:128| 200]: Train Loss:0.0011816, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:19:48,023 - yago11k_0.0003 - [INFO] - [E:128| 300]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:20:52,977 - yago11k_0.0003 - [INFO] - [E:128| 400]: Train Loss:0.0011835, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:21:57,913 - yago11k_0.0003 - [INFO] - [E:128| 500]: Train Loss:0.0011838, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:23:02,625 - yago11k_0.0003 - [INFO] - [E:128| 600]: Train Loss:0.0011836, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:23:02,625 - yago11k_0.0003 - [INFO] - [Epoch:128]: Training Loss:0.001184 + +2023-06-18 07:23:02,845 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 07:23:15,291 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 07:23:27,595 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.4009, Head : 0.23036, Avg : 0.31563 + +2023-06-18 07:23:27,595 - yago11k_0.0003 - [INFO] - [Epoch 128]: Training Loss: 0.0011836, Valid MRR: 0.31788, + + + +2023-06-18 07:23:28,270 - yago11k_0.0003 - [INFO] - [E:129| 0]: Train Loss:0.0011961, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:24:33,337 - yago11k_0.0003 - [INFO] - [E:129| 100]: Train Loss:0.0011795, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:25:38,145 - yago11k_0.0003 - [INFO] - [E:129| 200]: Train Loss:0.0011817, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:26:42,894 - yago11k_0.0003 - [INFO] - [E:129| 300]: Train Loss:0.001181, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:27:47,758 - yago11k_0.0003 - [INFO] - [E:129| 400]: Train Loss:0.0011813, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:28:52,687 - yago11k_0.0003 - [INFO] - [E:129| 500]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:29:57,284 - yago11k_0.0003 - [INFO] - [E:129| 600]: Train Loss:0.001183, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:29:57,284 - yago11k_0.0003 - [INFO] - [Epoch:129]: Training Loss:0.001183 + +2023-06-18 07:29:57,508 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 07:30:09,990 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 07:30:22,354 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.39875, Head : 0.22917, Avg : 0.31396 + MR: Tail : 381.92, Head : 738.78, Avg : 560.35 + Hit-1: Tail : 0.30522, Head : 0.18672, Avg : 0.24597 + Hit-3: Tail : 0.43998, Head : 0.22256, Avg : 0.33127 + Hit-10: Tail : 0.58447, Head : 0.31495, Avg : 0.44971 +2023-06-18 07:30:22,355 - yago11k_0.0003 - [INFO] - [Epoch 129]: Training Loss: 0.001183, Valid MRR: 0.31788, + + + +2023-06-18 07:30:23,030 - yago11k_0.0003 - [INFO] - [E:130| 0]: Train Loss:0.001209, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:31:27,831 - yago11k_0.0003 - [INFO] - [E:130| 100]: Train Loss:0.0011833, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:32:32,706 - yago11k_0.0003 - [INFO] - [E:130| 200]: Train Loss:0.0011811, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:33:37,612 - yago11k_0.0003 - [INFO] - [E:130| 300]: Train Loss:0.0011797, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:34:42,395 - yago11k_0.0003 - [INFO] - [E:130| 400]: Train Loss:0.0011801, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:35:47,196 - yago11k_0.0003 - [INFO] - [E:130| 500]: Train Loss:0.0011815, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:36:51,718 - yago11k_0.0003 - [INFO] - [E:130| 600]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:36:51,719 - yago11k_0.0003 - [INFO] - [Epoch:130]: Training Loss:0.001182 + +2023-06-18 07:36:51,944 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 07:37:04,439 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 07:37:16,759 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.40483, Head : 0.23051, Avg : 0.31767 + +2023-06-18 07:37:16,759 - yago11k_0.0003 - [INFO] - [Epoch 130]: Training Loss: 0.0011818, Valid MRR: 0.31788, + + + +2023-06-18 07:37:17,420 - yago11k_0.0003 - [INFO] - [E:131| 0]: Train Loss:0.0011592, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:38:22,492 - yago11k_0.0003 - [INFO] - [E:131| 100]: Train Loss:0.0011781, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:39:27,442 - yago11k_0.0003 - [INFO] - [E:131| 200]: Train Loss:0.0011771, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:40:32,480 - yago11k_0.0003 - [INFO] - [E:131| 300]: Train Loss:0.0011787, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:41:37,429 - yago11k_0.0003 - [INFO] - [E:131| 400]: Train Loss:0.0011796, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:42:42,426 - yago11k_0.0003 - [INFO] - [E:131| 500]: Train Loss:0.0011802, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:43:46,826 - yago11k_0.0003 - [INFO] - [E:131| 600]: Train Loss:0.0011809, Val MRR:0.31788, yago11k_0.0003 +2023-06-18 07:43:46,826 - yago11k_0.0003 - [INFO] - [Epoch:131]: Training Loss:0.001181 + +2023-06-18 07:43:47,045 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 07:43:59,437 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 07:44:11,654 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.40644, Head : 0.22961, Avg : 0.31803 + +2023-06-18 07:44:13,296 - yago11k_0.0003 - [INFO] - [Epoch 131]: Training Loss: 0.0011809, Valid MRR: 0.31803, + + + +2023-06-18 07:44:13,955 - yago11k_0.0003 - [INFO] - [E:132| 0]: Train Loss:0.0012017, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:45:18,806 - yago11k_0.0003 - [INFO] - [E:132| 100]: Train Loss:0.0011829, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:46:23,712 - yago11k_0.0003 - [INFO] - [E:132| 200]: Train Loss:0.0011821, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:47:28,568 - yago11k_0.0003 - [INFO] - [E:132| 300]: Train Loss:0.0011802, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:48:33,333 - yago11k_0.0003 - [INFO] - [E:132| 400]: Train Loss:0.0011794, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:49:38,277 - yago11k_0.0003 - [INFO] - [E:132| 500]: Train Loss:0.0011796, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:50:42,887 - yago11k_0.0003 - [INFO] - [E:132| 600]: Train Loss:0.0011798, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:50:42,887 - yago11k_0.0003 - [INFO] - [Epoch:132]: Training Loss:0.00118 + +2023-06-18 07:50:43,113 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 07:50:55,548 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 07:51:07,895 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.40399, Head : 0.22989, Avg : 0.31694 + +2023-06-18 07:51:07,895 - yago11k_0.0003 - [INFO] - [Epoch 132]: Training Loss: 0.0011798, Valid MRR: 0.31803, + + + +2023-06-18 07:51:08,568 - yago11k_0.0003 - [INFO] - [E:133| 0]: Train Loss:0.0011953, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:52:13,555 - yago11k_0.0003 - [INFO] - [E:133| 100]: Train Loss:0.0011781, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:53:18,412 - yago11k_0.0003 - [INFO] - [E:133| 200]: Train Loss:0.0011787, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:54:23,429 - yago11k_0.0003 - [INFO] - [E:133| 300]: Train Loss:0.0011785, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:55:28,411 - yago11k_0.0003 - [INFO] - [E:133| 400]: Train Loss:0.0011788, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:56:33,210 - yago11k_0.0003 - [INFO] - [E:133| 500]: Train Loss:0.0011782, Val MRR:0.31803, yago11k_0.0003 +2023-06-18 07:58:00,111 - yago11k_0.0003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.0003', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-18 07:58:07,791 - yago11k_0.0003 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.0003 +2023-06-18 07:59:13,001 - yago11k_0.0003 - [INFO] - [E:0| 100]: Train Loss:0.16803, Val MRR:0.0, yago11k_0.0003 +2023-06-18 08:00:18,289 - yago11k_0.0003 - [INFO] - [E:0| 200]: Train Loss:0.094617, Val MRR:0.0, yago11k_0.0003 +2023-06-18 08:01:23,655 - yago11k_0.0003 - [INFO] - [E:0| 300]: Train Loss:0.066464, Val MRR:0.0, yago11k_0.0003 +2023-06-18 08:02:28,999 - yago11k_0.0003 - [INFO] - [E:0| 400]: Train Loss:0.051485, Val MRR:0.0, yago11k_0.0003 +2023-06-18 08:03:34,267 - yago11k_0.0003 - [INFO] - [E:0| 500]: Train Loss:0.042161, Val MRR:0.0, yago11k_0.0003 +2023-06-18 08:04:39,442 - yago11k_0.0003 - [INFO] - [E:0| 600]: Train Loss:0.035801, Val MRR:0.0, yago11k_0.0003 +2023-06-18 08:04:39,443 - yago11k_0.0003 - [INFO] - [Epoch:0]: Training Loss:0.0358 + +2023-06-18 08:04:39,668 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 08:04:52,203 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 08:05:04,609 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.07329, Head : 0.00061, Avg : 0.03695 + +2023-06-18 08:05:06,657 - yago11k_0.0003 - [INFO] - [Epoch 0]: Training Loss: 0.035801, Valid MRR: 0.03695, + + + +2023-06-18 08:05:07,324 - yago11k_0.0003 - [INFO] - [E:1| 0]: Train Loss:0.0035155, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:06:12,699 - yago11k_0.0003 - [INFO] - [E:1| 100]: Train Loss:0.0033937, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:07:18,212 - yago11k_0.0003 - [INFO] - [E:1| 200]: Train Loss:0.0032222, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:08:23,637 - yago11k_0.0003 - [INFO] - [E:1| 300]: Train Loss:0.0030893, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:09:28,930 - yago11k_0.0003 - [INFO] - [E:1| 400]: Train Loss:0.0029838, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:10:34,440 - yago11k_0.0003 - [INFO] - [E:1| 500]: Train Loss:0.0028966, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:11:39,352 - yago11k_0.0003 - [INFO] - [E:1| 600]: Train Loss:0.0028266, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:11:39,352 - yago11k_0.0003 - [INFO] - [Epoch:1]: Training Loss:0.002827 + +2023-06-18 08:11:39,579 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 08:11:52,090 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 08:12:04,421 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07317, Head : 0.00073, Avg : 0.03695 + +2023-06-18 08:12:04,422 - yago11k_0.0003 - [INFO] - [Epoch 1]: Training Loss: 0.0028266, Valid MRR: 0.03695, + + + +2023-06-18 08:12:05,082 - yago11k_0.0003 - [INFO] - [E:2| 0]: Train Loss:0.0025192, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:13:10,503 - yago11k_0.0003 - [INFO] - [E:2| 100]: Train Loss:0.0023748, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:14:15,998 - yago11k_0.0003 - [INFO] - [E:2| 200]: Train Loss:0.0023605, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:15:21,469 - yago11k_0.0003 - [INFO] - [E:2| 300]: Train Loss:0.0023476, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:16:26,944 - yago11k_0.0003 - [INFO] - [E:2| 400]: Train Loss:0.0023256, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:17:32,350 - yago11k_0.0003 - [INFO] - [E:2| 500]: Train Loss:0.0023093, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:18:37,464 - yago11k_0.0003 - [INFO] - [E:2| 600]: Train Loss:0.0022932, Val MRR:0.03695, yago11k_0.0003 +2023-06-18 08:18:37,464 - yago11k_0.0003 - [INFO] - [Epoch:2]: Training Loss:0.002293 + +2023-06-18 08:18:37,692 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 08:18:50,189 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 08:19:02,595 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.07653, Head : 0.00078, Avg : 0.03866 + +2023-06-18 08:19:04,436 - yago11k_0.0003 - [INFO] - [Epoch 2]: Training Loss: 0.0022932, Valid MRR: 0.03866, + + + +2023-06-18 08:19:05,112 - yago11k_0.0003 - [INFO] - [E:3| 0]: Train Loss:0.0022333, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:20:10,508 - yago11k_0.0003 - [INFO] - [E:3| 100]: Train Loss:0.0022043, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:21:16,178 - yago11k_0.0003 - [INFO] - [E:3| 200]: Train Loss:0.0022012, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:22:21,543 - yago11k_0.0003 - [INFO] - [E:3| 300]: Train Loss:0.002197, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:23:27,017 - yago11k_0.0003 - [INFO] - [E:3| 400]: Train Loss:0.0021879, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:24:32,545 - yago11k_0.0003 - [INFO] - [E:3| 500]: Train Loss:0.0021806, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:25:37,604 - yago11k_0.0003 - [INFO] - [E:3| 600]: Train Loss:0.0021784, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:25:37,604 - yago11k_0.0003 - [INFO] - [Epoch:3]: Training Loss:0.002178 + +2023-06-18 08:25:37,831 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 08:25:50,358 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 08:26:02,715 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.07329, Head : 0.00093, Avg : 0.03711 + +2023-06-18 08:26:02,716 - yago11k_0.0003 - [INFO] - [Epoch 3]: Training Loss: 0.0021784, Valid MRR: 0.03866, + + + +2023-06-18 08:26:03,393 - yago11k_0.0003 - [INFO] - [E:4| 0]: Train Loss:0.0021176, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:27:09,110 - yago11k_0.0003 - [INFO] - [E:4| 100]: Train Loss:0.0021554, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:28:14,626 - yago11k_0.0003 - [INFO] - [E:4| 200]: Train Loss:0.0021391, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:29:20,318 - yago11k_0.0003 - [INFO] - [E:4| 300]: Train Loss:0.0021389, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:30:25,778 - yago11k_0.0003 - [INFO] - [E:4| 400]: Train Loss:0.0021401, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:31:31,229 - yago11k_0.0003 - [INFO] - [E:4| 500]: Train Loss:0.0021416, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:32:36,367 - yago11k_0.0003 - [INFO] - [E:4| 600]: Train Loss:0.0021467, Val MRR:0.03866, yago11k_0.0003 +2023-06-18 08:32:36,367 - yago11k_0.0003 - [INFO] - [Epoch:4]: Training Loss:0.002147 + +2023-06-18 08:32:36,592 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 08:32:49,107 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 08:33:01,483 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.08937, Head : 0.00131, Avg : 0.04534 + +2023-06-18 08:33:03,349 - yago11k_0.0003 - [INFO] - [Epoch 4]: Training Loss: 0.0021467, Valid MRR: 0.04534, + + + +2023-06-18 08:33:04,034 - yago11k_0.0003 - [INFO] - [E:5| 0]: Train Loss:0.0020207, Val MRR:0.04534, yago11k_0.0003 +2023-06-18 08:34:09,484 - yago11k_0.0003 - [INFO] - [E:5| 100]: Train Loss:0.0021459, Val MRR:0.04534, yago11k_0.0003 +2023-06-18 08:35:14,929 - yago11k_0.0003 - [INFO] - [E:5| 200]: Train Loss:0.0021406, Val MRR:0.04534, yago11k_0.0003 +2023-06-18 08:36:20,331 - yago11k_0.0003 - [INFO] - [E:5| 300]: Train Loss:0.0021411, Val MRR:0.04534, yago11k_0.0003 +2023-06-18 08:37:25,856 - yago11k_0.0003 - [INFO] - [E:5| 400]: Train Loss:0.0021403, Val MRR:0.04534, yago11k_0.0003 +2023-06-18 08:38:31,348 - yago11k_0.0003 - [INFO] - [E:5| 500]: Train Loss:0.0021365, Val MRR:0.04534, yago11k_0.0003 +2023-06-18 08:39:36,521 - yago11k_0.0003 - [INFO] - [E:5| 600]: Train Loss:0.0021329, Val MRR:0.04534, yago11k_0.0003 +2023-06-18 08:39:36,522 - yago11k_0.0003 - [INFO] - [Epoch:5]: Training Loss:0.002133 + +2023-06-18 08:39:36,749 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 08:39:49,334 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 08:40:01,676 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.08921, Head : 0.0032, Avg : 0.0462 + +2023-06-18 08:40:03,180 - yago11k_0.0003 - [INFO] - [Epoch 5]: Training Loss: 0.0021329, Valid MRR: 0.0462, + + + +2023-06-18 08:40:03,839 - yago11k_0.0003 - [INFO] - [E:6| 0]: Train Loss:0.0023142, Val MRR:0.0462, yago11k_0.0003 +2023-06-18 08:41:09,282 - yago11k_0.0003 - [INFO] - [E:6| 100]: Train Loss:0.0021077, Val MRR:0.0462, yago11k_0.0003 +2023-06-18 08:42:14,809 - yago11k_0.0003 - [INFO] - [E:6| 200]: Train Loss:0.0021025, Val MRR:0.0462, yago11k_0.0003 +2023-06-18 08:43:20,327 - yago11k_0.0003 - [INFO] - [E:6| 300]: Train Loss:0.0021031, Val MRR:0.0462, yago11k_0.0003 +2023-06-18 08:44:25,785 - yago11k_0.0003 - [INFO] - [E:6| 400]: Train Loss:0.0021041, Val MRR:0.0462, yago11k_0.0003 +2023-06-18 08:45:31,093 - yago11k_0.0003 - [INFO] - [E:6| 500]: Train Loss:0.0021054, Val MRR:0.0462, yago11k_0.0003 +2023-06-18 08:46:36,087 - yago11k_0.0003 - [INFO] - [E:6| 600]: Train Loss:0.002106, Val MRR:0.0462, yago11k_0.0003 +2023-06-18 08:46:36,087 - yago11k_0.0003 - [INFO] - [Epoch:6]: Training Loss:0.002106 + +2023-06-18 08:46:36,305 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 08:46:48,859 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 08:47:01,242 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.1064, Head : 0.00425, Avg : 0.05532 + +2023-06-18 08:47:03,124 - yago11k_0.0003 - [INFO] - [Epoch 6]: Training Loss: 0.002106, Valid MRR: 0.05532, + + + +2023-06-18 08:47:03,796 - yago11k_0.0003 - [INFO] - [E:7| 0]: Train Loss:0.0020307, Val MRR:0.05532, yago11k_0.0003 +2023-06-18 08:48:09,361 - yago11k_0.0003 - [INFO] - [E:7| 100]: Train Loss:0.0020657, Val MRR:0.05532, yago11k_0.0003 +2023-06-18 08:49:15,010 - yago11k_0.0003 - [INFO] - [E:7| 200]: Train Loss:0.0020668, Val MRR:0.05532, yago11k_0.0003 +2023-06-18 08:50:20,420 - yago11k_0.0003 - [INFO] - [E:7| 300]: Train Loss:0.0020718, Val MRR:0.05532, yago11k_0.0003 +2023-06-18 08:51:25,917 - yago11k_0.0003 - [INFO] - [E:7| 400]: Train Loss:0.0020736, Val MRR:0.05532, yago11k_0.0003 +2023-06-18 08:52:31,361 - yago11k_0.0003 - [INFO] - [E:7| 500]: Train Loss:0.0020718, Val MRR:0.05532, yago11k_0.0003 +2023-06-18 08:53:36,438 - yago11k_0.0003 - [INFO] - [E:7| 600]: Train Loss:0.0020672, Val MRR:0.05532, yago11k_0.0003 +2023-06-18 08:53:36,438 - yago11k_0.0003 - [INFO] - [Epoch:7]: Training Loss:0.002067 + +2023-06-18 08:53:36,666 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 08:53:49,223 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 08:54:01,628 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.12341, Head : 0.00585, Avg : 0.06463 + +2023-06-18 08:54:03,348 - yago11k_0.0003 - [INFO] - [Epoch 7]: Training Loss: 0.0020672, Valid MRR: 0.06463, + + + +2023-06-18 08:54:04,013 - yago11k_0.0003 - [INFO] - [E:8| 0]: Train Loss:0.002064, Val MRR:0.06463, yago11k_0.0003 +2023-06-18 08:55:09,382 - yago11k_0.0003 - [INFO] - [E:8| 100]: Train Loss:0.0020383, Val MRR:0.06463, yago11k_0.0003 +2023-06-18 08:56:14,901 - yago11k_0.0003 - [INFO] - [E:8| 200]: Train Loss:0.0020494, Val MRR:0.06463, yago11k_0.0003 +2023-06-18 08:57:20,297 - yago11k_0.0003 - [INFO] - [E:8| 300]: Train Loss:0.0020441, Val MRR:0.06463, yago11k_0.0003 +2023-06-18 08:58:25,787 - yago11k_0.0003 - [INFO] - [E:8| 400]: Train Loss:0.0020399, Val MRR:0.06463, yago11k_0.0003 +2023-06-18 08:59:31,348 - yago11k_0.0003 - [INFO] - [E:8| 500]: Train Loss:0.0020381, Val MRR:0.06463, yago11k_0.0003 +2023-06-18 09:00:36,471 - yago11k_0.0003 - [INFO] - [E:8| 600]: Train Loss:0.0020374, Val MRR:0.06463, yago11k_0.0003 +2023-06-18 09:00:36,471 - yago11k_0.0003 - [INFO] - [Epoch:8]: Training Loss:0.002037 + +2023-06-18 09:00:36,697 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 09:00:49,233 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 09:01:01,670 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.13899, Head : 0.0081, Avg : 0.07354 + +2023-06-18 09:01:03,466 - yago11k_0.0003 - [INFO] - [Epoch 8]: Training Loss: 0.0020374, Valid MRR: 0.07354, + + + +2023-06-18 09:01:04,135 - yago11k_0.0003 - [INFO] - [E:9| 0]: Train Loss:0.0019893, Val MRR:0.07354, yago11k_0.0003 +2023-06-18 09:02:09,832 - yago11k_0.0003 - [INFO] - [E:9| 100]: Train Loss:0.0020289, Val MRR:0.07354, yago11k_0.0003 +2023-06-18 09:03:15,321 - yago11k_0.0003 - [INFO] - [E:9| 200]: Train Loss:0.0020196, Val MRR:0.07354, yago11k_0.0003 +2023-06-18 09:04:20,685 - yago11k_0.0003 - [INFO] - [E:9| 300]: Train Loss:0.0020173, Val MRR:0.07354, yago11k_0.0003 +2023-06-18 09:05:26,103 - yago11k_0.0003 - [INFO] - [E:9| 400]: Train Loss:0.0020148, Val MRR:0.07354, yago11k_0.0003 +2023-06-18 09:06:31,617 - yago11k_0.0003 - [INFO] - [E:9| 500]: Train Loss:0.0020124, Val MRR:0.07354, yago11k_0.0003 +2023-06-18 09:07:36,700 - yago11k_0.0003 - [INFO] - [E:9| 600]: Train Loss:0.00201, Val MRR:0.07354, yago11k_0.0003 +2023-06-18 09:07:36,701 - yago11k_0.0003 - [INFO] - [Epoch:9]: Training Loss:0.00201 + +2023-06-18 09:07:36,925 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 09:07:49,470 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 09:08:01,855 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.16391, Head : 0.00792, Avg : 0.08591 + MR: Tail : 1204.9, Head : 2004.4, Avg : 1604.6 + Hit-1: Tail : 0.11184, Head : 0.00069, Avg : 0.05627 + Hit-3: Tail : 0.17713, Head : 0.00139, Avg : 0.08926 + Hit-10: Tail : 0.2691, Head : 0.01514, Avg : 0.14212 +2023-06-18 09:08:03,798 - yago11k_0.0003 - [INFO] - [Epoch 9]: Training Loss: 0.00201, Valid MRR: 0.08591, + + + +2023-06-18 09:08:04,456 - yago11k_0.0003 - [INFO] - [E:10| 0]: Train Loss:0.0019094, Val MRR:0.08591, yago11k_0.0003 +2023-06-18 09:09:09,901 - yago11k_0.0003 - [INFO] - [E:10| 100]: Train Loss:0.0019911, Val MRR:0.08591, yago11k_0.0003 +2023-06-18 09:10:15,522 - yago11k_0.0003 - [INFO] - [E:10| 200]: Train Loss:0.001987, Val MRR:0.08591, yago11k_0.0003 +2023-06-18 09:11:21,090 - yago11k_0.0003 - [INFO] - [E:10| 300]: Train Loss:0.0019833, Val MRR:0.08591, yago11k_0.0003 +2023-06-18 09:12:27,025 - yago11k_0.0003 - [INFO] - [E:10| 400]: Train Loss:0.0019811, Val MRR:0.08591, yago11k_0.0003 +2023-06-18 09:13:32,633 - yago11k_0.0003 - [INFO] - [E:10| 500]: Train Loss:0.0019793, Val MRR:0.08591, yago11k_0.0003 +2023-06-18 09:14:37,851 - yago11k_0.0003 - [INFO] - [E:10| 600]: Train Loss:0.0019772, Val MRR:0.08591, yago11k_0.0003 +2023-06-18 09:14:37,859 - yago11k_0.0003 - [INFO] - [Epoch:10]: Training Loss:0.001977 + +2023-06-18 09:14:38,079 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 09:14:50,659 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 09:15:03,082 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.1819, Head : 0.0096, Avg : 0.09575 + +2023-06-18 09:15:04,823 - yago11k_0.0003 - [INFO] - [Epoch 10]: Training Loss: 0.0019772, Valid MRR: 0.09575, + + + +2023-06-18 09:15:05,496 - yago11k_0.0003 - [INFO] - [E:11| 0]: Train Loss:0.0020139, Val MRR:0.09575, yago11k_0.0003 +2023-06-18 09:16:11,440 - yago11k_0.0003 - [INFO] - [E:11| 100]: Train Loss:0.0019447, Val MRR:0.09575, yago11k_0.0003 +2023-06-18 09:17:17,078 - yago11k_0.0003 - [INFO] - [E:11| 200]: Train Loss:0.0019484, Val MRR:0.09575, yago11k_0.0003 +2023-06-18 09:18:23,065 - yago11k_0.0003 - [INFO] - [E:11| 300]: Train Loss:0.0019479, Val MRR:0.09575, yago11k_0.0003 +2023-06-18 09:19:29,021 - yago11k_0.0003 - [INFO] - [E:11| 400]: Train Loss:0.0019426, Val MRR:0.09575, yago11k_0.0003 +2023-06-18 09:20:34,979 - yago11k_0.0003 - [INFO] - [E:11| 500]: Train Loss:0.0019373, Val MRR:0.09575, yago11k_0.0003 +2023-06-18 09:21:40,196 - yago11k_0.0003 - [INFO] - [E:11| 600]: Train Loss:0.0019355, Val MRR:0.09575, yago11k_0.0003 +2023-06-18 09:21:40,196 - yago11k_0.0003 - [INFO] - [Epoch:11]: Training Loss:0.001936 + +2023-06-18 09:21:40,417 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 09:21:52,944 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 09:22:05,298 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.19632, Head : 0.01751, Avg : 0.10691 + +2023-06-18 09:22:06,949 - yago11k_0.0003 - [INFO] - [Epoch 11]: Training Loss: 0.0019355, Valid MRR: 0.10691, + + + +2023-06-18 09:22:07,619 - yago11k_0.0003 - [INFO] - [E:12| 0]: Train Loss:0.0018324, Val MRR:0.10691, yago11k_0.0003 +2023-06-18 09:23:13,613 - yago11k_0.0003 - [INFO] - [E:12| 100]: Train Loss:0.0019099, Val MRR:0.10691, yago11k_0.0003 +2023-06-18 09:24:19,308 - yago11k_0.0003 - [INFO] - [E:12| 200]: Train Loss:0.0019116, Val MRR:0.10691, yago11k_0.0003 +2023-06-18 09:25:25,145 - yago11k_0.0003 - [INFO] - [E:12| 300]: Train Loss:0.0019069, Val MRR:0.10691, yago11k_0.0003 +2023-06-18 09:26:31,088 - yago11k_0.0003 - [INFO] - [E:12| 400]: Train Loss:0.0019003, Val MRR:0.10691, yago11k_0.0003 +2023-06-18 09:27:36,847 - yago11k_0.0003 - [INFO] - [E:12| 500]: Train Loss:0.0018941, Val MRR:0.10691, yago11k_0.0003 +2023-06-18 09:28:42,190 - yago11k_0.0003 - [INFO] - [E:12| 600]: Train Loss:0.0018888, Val MRR:0.10691, yago11k_0.0003 +2023-06-18 09:28:42,191 - yago11k_0.0003 - [INFO] - [Epoch:12]: Training Loss:0.001889 + +2023-06-18 09:28:42,413 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 09:28:55,014 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 09:29:07,434 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.20979, Head : 0.02346, Avg : 0.11662 + +2023-06-18 09:29:09,192 - yago11k_0.0003 - [INFO] - [Epoch 12]: Training Loss: 0.0018888, Valid MRR: 0.11662, + + + +2023-06-18 09:29:09,873 - yago11k_0.0003 - [INFO] - [E:13| 0]: Train Loss:0.0018061, Val MRR:0.11662, yago11k_0.0003 +2023-06-18 09:30:15,697 - yago11k_0.0003 - [INFO] - [E:13| 100]: Train Loss:0.0018614, Val MRR:0.11662, yago11k_0.0003 +2023-06-18 09:31:21,577 - yago11k_0.0003 - [INFO] - [E:13| 200]: Train Loss:0.0018529, Val MRR:0.11662, yago11k_0.0003 +2023-06-18 09:32:27,424 - yago11k_0.0003 - [INFO] - [E:13| 300]: Train Loss:0.00185, Val MRR:0.11662, yago11k_0.0003 +2023-06-18 09:33:33,216 - yago11k_0.0003 - [INFO] - [E:13| 400]: Train Loss:0.0018464, Val MRR:0.11662, yago11k_0.0003 +2023-06-18 09:34:39,030 - yago11k_0.0003 - [INFO] - [E:13| 500]: Train Loss:0.0018424, Val MRR:0.11662, yago11k_0.0003 +2023-06-18 09:35:44,463 - yago11k_0.0003 - [INFO] - [E:13| 600]: Train Loss:0.0018385, Val MRR:0.11662, yago11k_0.0003 +2023-06-18 09:35:44,464 - yago11k_0.0003 - [INFO] - [Epoch:13]: Training Loss:0.001839 + +2023-06-18 09:35:44,690 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 09:35:57,246 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 09:36:09,701 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.20562, Head : 0.0351, Avg : 0.12036 + +2023-06-18 09:36:11,506 - yago11k_0.0003 - [INFO] - [Epoch 13]: Training Loss: 0.0018385, Valid MRR: 0.12036, + + + +2023-06-18 09:36:12,180 - yago11k_0.0003 - [INFO] - [E:14| 0]: Train Loss:0.001861, Val MRR:0.12036, yago11k_0.0003 +2023-06-18 09:37:18,048 - yago11k_0.0003 - [INFO] - [E:14| 100]: Train Loss:0.0017982, Val MRR:0.12036, yago11k_0.0003 +2023-06-18 09:38:23,754 - yago11k_0.0003 - [INFO] - [E:14| 200]: Train Loss:0.0017997, Val MRR:0.12036, yago11k_0.0003 +2023-06-18 09:39:29,578 - yago11k_0.0003 - [INFO] - [E:14| 300]: Train Loss:0.0017963, Val MRR:0.12036, yago11k_0.0003 +2023-06-18 09:40:35,051 - yago11k_0.0003 - [INFO] - [E:14| 400]: Train Loss:0.0017928, Val MRR:0.12036, yago11k_0.0003 +2023-06-18 09:41:41,027 - yago11k_0.0003 - [INFO] - [E:14| 500]: Train Loss:0.001787, Val MRR:0.12036, yago11k_0.0003 +2023-06-18 09:42:46,514 - yago11k_0.0003 - [INFO] - [E:14| 600]: Train Loss:0.0017859, Val MRR:0.12036, yago11k_0.0003 +2023-06-18 09:42:46,514 - yago11k_0.0003 - [INFO] - [Epoch:14]: Training Loss:0.001786 + +2023-06-18 09:42:46,739 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 09:42:59,275 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 09:43:11,671 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.21065, Head : 0.04093, Avg : 0.12579 + +2023-06-18 09:43:13,383 - yago11k_0.0003 - [INFO] - [Epoch 14]: Training Loss: 0.0017859, Valid MRR: 0.12579, + + + +2023-06-18 09:43:14,065 - yago11k_0.0003 - [INFO] - [E:15| 0]: Train Loss:0.0017085, Val MRR:0.12579, yago11k_0.0003 +2023-06-18 09:44:19,795 - yago11k_0.0003 - [INFO] - [E:15| 100]: Train Loss:0.0017475, Val MRR:0.12579, yago11k_0.0003 +2023-06-18 09:45:25,263 - yago11k_0.0003 - [INFO] - [E:15| 200]: Train Loss:0.0017443, Val MRR:0.12579, yago11k_0.0003 +2023-06-18 09:46:30,936 - yago11k_0.0003 - [INFO] - [E:15| 300]: Train Loss:0.0017436, Val MRR:0.12579, yago11k_0.0003 +2023-06-18 09:47:36,789 - yago11k_0.0003 - [INFO] - [E:15| 400]: Train Loss:0.0017394, Val MRR:0.12579, yago11k_0.0003 +2023-06-18 09:48:42,554 - yago11k_0.0003 - [INFO] - [E:15| 500]: Train Loss:0.0017347, Val MRR:0.12579, yago11k_0.0003 +2023-06-18 09:49:48,046 - yago11k_0.0003 - [INFO] - [E:15| 600]: Train Loss:0.001731, Val MRR:0.12579, yago11k_0.0003 +2023-06-18 09:49:48,047 - yago11k_0.0003 - [INFO] - [Epoch:15]: Training Loss:0.001731 + +2023-06-18 09:49:48,271 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 09:50:00,873 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 09:50:13,338 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.21455, Head : 0.06038, Avg : 0.13747 + +2023-06-18 09:50:15,211 - yago11k_0.0003 - [INFO] - [Epoch 15]: Training Loss: 0.001731, Valid MRR: 0.13747, + + + +2023-06-18 09:50:15,881 - yago11k_0.0003 - [INFO] - [E:16| 0]: Train Loss:0.0017199, Val MRR:0.13747, yago11k_0.0003 +2023-06-18 09:51:21,589 - yago11k_0.0003 - [INFO] - [E:16| 100]: Train Loss:0.0016905, Val MRR:0.13747, yago11k_0.0003 +2023-06-18 09:52:27,424 - yago11k_0.0003 - [INFO] - [E:16| 200]: Train Loss:0.0016909, Val MRR:0.13747, yago11k_0.0003 +2023-06-18 09:53:33,164 - yago11k_0.0003 - [INFO] - [E:16| 300]: Train Loss:0.0016873, Val MRR:0.13747, yago11k_0.0003 +2023-06-18 09:54:38,943 - yago11k_0.0003 - [INFO] - [E:16| 400]: Train Loss:0.0016822, Val MRR:0.13747, yago11k_0.0003 +2023-06-18 09:55:44,587 - yago11k_0.0003 - [INFO] - [E:16| 500]: Train Loss:0.0016794, Val MRR:0.13747, yago11k_0.0003 +2023-06-18 09:56:49,890 - yago11k_0.0003 - [INFO] - [E:16| 600]: Train Loss:0.0016757, Val MRR:0.13747, yago11k_0.0003 +2023-06-18 09:56:49,890 - yago11k_0.0003 - [INFO] - [Epoch:16]: Training Loss:0.001676 + +2023-06-18 09:56:50,116 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 09:57:02,564 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 09:57:14,952 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.22469, Head : 0.07123, Avg : 0.14796 + +2023-06-18 09:57:16,628 - yago11k_0.0003 - [INFO] - [Epoch 16]: Training Loss: 0.0016757, Valid MRR: 0.14796, + + + +2023-06-18 09:57:17,298 - yago11k_0.0003 - [INFO] - [E:17| 0]: Train Loss:0.001636, Val MRR:0.14796, yago11k_0.0003 +2023-06-18 09:58:23,027 - yago11k_0.0003 - [INFO] - [E:17| 100]: Train Loss:0.0016404, Val MRR:0.14796, yago11k_0.0003 +2023-06-18 09:59:28,745 - yago11k_0.0003 - [INFO] - [E:17| 200]: Train Loss:0.0016316, Val MRR:0.14796, yago11k_0.0003 +2023-06-18 10:00:34,524 - yago11k_0.0003 - [INFO] - [E:17| 300]: Train Loss:0.0016335, Val MRR:0.14796, yago11k_0.0003 +2023-06-18 10:01:40,400 - yago11k_0.0003 - [INFO] - [E:17| 400]: Train Loss:0.0016316, Val MRR:0.14796, yago11k_0.0003 +2023-06-18 10:02:46,154 - yago11k_0.0003 - [INFO] - [E:17| 500]: Train Loss:0.0016284, Val MRR:0.14796, yago11k_0.0003 +2023-06-18 10:03:51,405 - yago11k_0.0003 - [INFO] - [E:17| 600]: Train Loss:0.0016237, Val MRR:0.14796, yago11k_0.0003 +2023-06-18 10:03:51,406 - yago11k_0.0003 - [INFO] - [Epoch:17]: Training Loss:0.001624 + +2023-06-18 10:03:51,631 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 10:04:04,214 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 10:04:16,632 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.24534, Head : 0.09472, Avg : 0.17003 + +2023-06-18 10:04:18,339 - yago11k_0.0003 - [INFO] - [Epoch 17]: Training Loss: 0.0016237, Valid MRR: 0.17003, + + + +2023-06-18 10:04:19,003 - yago11k_0.0003 - [INFO] - [E:18| 0]: Train Loss:0.0015962, Val MRR:0.17003, yago11k_0.0003 +2023-06-18 10:05:24,840 - yago11k_0.0003 - [INFO] - [E:18| 100]: Train Loss:0.0015893, Val MRR:0.17003, yago11k_0.0003 +2023-06-18 10:06:30,728 - yago11k_0.0003 - [INFO] - [E:18| 200]: Train Loss:0.0015903, Val MRR:0.17003, yago11k_0.0003 +2023-06-18 10:07:36,469 - yago11k_0.0003 - [INFO] - [E:18| 300]: Train Loss:0.0015897, Val MRR:0.17003, yago11k_0.0003 +2023-06-18 10:08:42,254 - yago11k_0.0003 - [INFO] - [E:18| 400]: Train Loss:0.0015879, Val MRR:0.17003, yago11k_0.0003 +2023-06-18 10:09:48,248 - yago11k_0.0003 - [INFO] - [E:18| 500]: Train Loss:0.0015826, Val MRR:0.17003, yago11k_0.0003 +2023-06-18 10:10:53,552 - yago11k_0.0003 - [INFO] - [E:18| 600]: Train Loss:0.0015793, Val MRR:0.17003, yago11k_0.0003 +2023-06-18 10:10:53,552 - yago11k_0.0003 - [INFO] - [Epoch:18]: Training Loss:0.001579 + +2023-06-18 10:10:53,774 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 10:11:06,362 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 10:11:18,754 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.25617, Head : 0.11241, Avg : 0.18429 + +2023-06-18 10:11:20,223 - yago11k_0.0003 - [INFO] - [Epoch 18]: Training Loss: 0.0015793, Valid MRR: 0.18429, + + + +2023-06-18 10:11:20,898 - yago11k_0.0003 - [INFO] - [E:19| 0]: Train Loss:0.0016213, Val MRR:0.18429, yago11k_0.0003 +2023-06-18 10:12:26,721 - yago11k_0.0003 - [INFO] - [E:19| 100]: Train Loss:0.0015494, Val MRR:0.18429, yago11k_0.0003 +2023-06-18 10:13:32,306 - yago11k_0.0003 - [INFO] - [E:19| 200]: Train Loss:0.0015493, Val MRR:0.18429, yago11k_0.0003 +2023-06-18 10:14:38,070 - yago11k_0.0003 - [INFO] - [E:19| 300]: Train Loss:0.001547, Val MRR:0.18429, yago11k_0.0003 +2023-06-18 10:15:43,923 - yago11k_0.0003 - [INFO] - [E:19| 400]: Train Loss:0.0015444, Val MRR:0.18429, yago11k_0.0003 +2023-06-18 10:16:49,705 - yago11k_0.0003 - [INFO] - [E:19| 500]: Train Loss:0.001542, Val MRR:0.18429, yago11k_0.0003 +2023-06-18 10:17:55,089 - yago11k_0.0003 - [INFO] - [E:19| 600]: Train Loss:0.00154, Val MRR:0.18429, yago11k_0.0003 +2023-06-18 10:17:55,089 - yago11k_0.0003 - [INFO] - [Epoch:19]: Training Loss:0.00154 + +2023-06-18 10:17:55,316 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 10:18:07,783 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 10:18:20,139 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.28002, Head : 0.13836, Avg : 0.20919 + MR: Tail : 337.31, Head : 708.19, Avg : 522.75 + Hit-1: Tail : 0.18352, Head : 0.08766, Avg : 0.13559 + Hit-3: Tail : 0.31939, Head : 0.13754, Avg : 0.22847 + Hit-10: Tail : 0.45485, Head : 0.23826, Avg : 0.34655 +2023-06-18 10:18:21,844 - yago11k_0.0003 - [INFO] - [Epoch 19]: Training Loss: 0.00154, Valid MRR: 0.20919, + + + +2023-06-18 10:18:22,524 - yago11k_0.0003 - [INFO] - [E:20| 0]: Train Loss:0.0014421, Val MRR:0.20919, yago11k_0.0003 +2023-06-18 10:19:28,275 - yago11k_0.0003 - [INFO] - [E:20| 100]: Train Loss:0.0015098, Val MRR:0.20919, yago11k_0.0003 +2023-06-18 10:20:33,988 - yago11k_0.0003 - [INFO] - [E:20| 200]: Train Loss:0.0015096, Val MRR:0.20919, yago11k_0.0003 +2023-06-18 10:21:39,658 - yago11k_0.0003 - [INFO] - [E:20| 300]: Train Loss:0.0015089, Val MRR:0.20919, yago11k_0.0003 +2023-06-18 10:22:45,392 - yago11k_0.0003 - [INFO] - [E:20| 400]: Train Loss:0.0015083, Val MRR:0.20919, yago11k_0.0003 +2023-06-18 10:23:51,180 - yago11k_0.0003 - [INFO] - [E:20| 500]: Train Loss:0.0015064, Val MRR:0.20919, yago11k_0.0003 +2023-06-18 10:24:56,541 - yago11k_0.0003 - [INFO] - [E:20| 600]: Train Loss:0.001506, Val MRR:0.20919, yago11k_0.0003 +2023-06-18 10:24:56,541 - yago11k_0.0003 - [INFO] - [Epoch:20]: Training Loss:0.001506 + +2023-06-18 10:24:56,768 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 10:25:09,318 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 10:25:21,720 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.3026, Head : 0.15741, Avg : 0.23001 + +2023-06-18 10:25:23,415 - yago11k_0.0003 - [INFO] - [Epoch 20]: Training Loss: 0.001506, Valid MRR: 0.23001, + + + +2023-06-18 10:25:24,080 - yago11k_0.0003 - [INFO] - [E:21| 0]: Train Loss:0.0014334, Val MRR:0.23001, yago11k_0.0003 +2023-06-18 10:26:30,010 - yago11k_0.0003 - [INFO] - [E:21| 100]: Train Loss:0.001473, Val MRR:0.23001, yago11k_0.0003 +2023-06-18 10:27:35,779 - yago11k_0.0003 - [INFO] - [E:21| 200]: Train Loss:0.0014777, Val MRR:0.23001, yago11k_0.0003 +2023-06-18 10:28:41,337 - yago11k_0.0003 - [INFO] - [E:21| 300]: Train Loss:0.0014772, Val MRR:0.23001, yago11k_0.0003 +2023-06-18 10:29:47,307 - yago11k_0.0003 - [INFO] - [E:21| 400]: Train Loss:0.0014764, Val MRR:0.23001, yago11k_0.0003 +2023-06-18 10:30:53,211 - yago11k_0.0003 - [INFO] - [E:21| 500]: Train Loss:0.0014775, Val MRR:0.23001, yago11k_0.0003 +2023-06-18 10:31:58,586 - yago11k_0.0003 - [INFO] - [E:21| 600]: Train Loss:0.0014765, Val MRR:0.23001, yago11k_0.0003 +2023-06-18 10:31:58,587 - yago11k_0.0003 - [INFO] - [Epoch:21]: Training Loss:0.001476 + +2023-06-18 10:31:58,811 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 10:32:11,336 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 10:32:23,731 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.31208, Head : 0.16271, Avg : 0.2374 + +2023-06-18 10:32:25,247 - yago11k_0.0003 - [INFO] - [Epoch 21]: Training Loss: 0.0014765, Valid MRR: 0.2374, + + + +2023-06-18 10:32:25,919 - yago11k_0.0003 - [INFO] - [E:22| 0]: Train Loss:0.0014369, Val MRR:0.2374, yago11k_0.0003 +2023-06-18 10:33:31,665 - yago11k_0.0003 - [INFO] - [E:22| 100]: Train Loss:0.001458, Val MRR:0.2374, yago11k_0.0003 +2023-06-18 10:34:37,401 - yago11k_0.0003 - [INFO] - [E:22| 200]: Train Loss:0.0014541, Val MRR:0.2374, yago11k_0.0003 +2023-06-18 10:35:43,053 - yago11k_0.0003 - [INFO] - [E:22| 300]: Train Loss:0.0014534, Val MRR:0.2374, yago11k_0.0003 +2023-06-18 10:36:48,730 - yago11k_0.0003 - [INFO] - [E:22| 400]: Train Loss:0.0014532, Val MRR:0.2374, yago11k_0.0003 +2023-06-18 10:37:54,361 - yago11k_0.0003 - [INFO] - [E:22| 500]: Train Loss:0.0014517, Val MRR:0.2374, yago11k_0.0003 +2023-06-18 10:38:59,721 - yago11k_0.0003 - [INFO] - [E:22| 600]: Train Loss:0.0014509, Val MRR:0.2374, yago11k_0.0003 +2023-06-18 10:38:59,721 - yago11k_0.0003 - [INFO] - [Epoch:22]: Training Loss:0.001451 + +2023-06-18 10:38:59,944 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 10:39:12,468 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 10:39:24,868 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.32193, Head : 0.18, Avg : 0.25096 + +2023-06-18 10:39:26,281 - yago11k_0.0003 - [INFO] - [Epoch 22]: Training Loss: 0.0014509, Valid MRR: 0.25096, + + + +2023-06-18 10:39:26,946 - yago11k_0.0003 - [INFO] - [E:23| 0]: Train Loss:0.0014498, Val MRR:0.25096, yago11k_0.0003 +2023-06-18 10:40:32,694 - yago11k_0.0003 - [INFO] - [E:23| 100]: Train Loss:0.0014271, Val MRR:0.25096, yago11k_0.0003 +2023-06-18 10:41:38,514 - yago11k_0.0003 - [INFO] - [E:23| 200]: Train Loss:0.0014294, Val MRR:0.25096, yago11k_0.0003 +2023-06-18 10:42:44,196 - yago11k_0.0003 - [INFO] - [E:23| 300]: Train Loss:0.0014294, Val MRR:0.25096, yago11k_0.0003 +2023-06-18 10:43:49,798 - yago11k_0.0003 - [INFO] - [E:23| 400]: Train Loss:0.0014311, Val MRR:0.25096, yago11k_0.0003 +2023-06-18 10:44:55,555 - yago11k_0.0003 - [INFO] - [E:23| 500]: Train Loss:0.0014302, Val MRR:0.25096, yago11k_0.0003 +2023-06-18 10:46:00,992 - yago11k_0.0003 - [INFO] - [E:23| 600]: Train Loss:0.0014289, Val MRR:0.25096, yago11k_0.0003 +2023-06-18 10:46:00,993 - yago11k_0.0003 - [INFO] - [Epoch:23]: Training Loss:0.001429 + +2023-06-18 10:46:01,220 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 10:46:13,829 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 10:46:26,273 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.32928, Head : 0.18347, Avg : 0.25637 + +2023-06-18 10:46:28,187 - yago11k_0.0003 - [INFO] - [Epoch 23]: Training Loss: 0.0014289, Valid MRR: 0.25637, + + + +2023-06-18 10:46:28,860 - yago11k_0.0003 - [INFO] - [E:24| 0]: Train Loss:0.0014072, Val MRR:0.25637, yago11k_0.0003 +2023-06-18 10:47:34,539 - yago11k_0.0003 - [INFO] - [E:24| 100]: Train Loss:0.0014142, Val MRR:0.25637, yago11k_0.0003 +2023-06-18 10:48:40,158 - yago11k_0.0003 - [INFO] - [E:24| 200]: Train Loss:0.0014117, Val MRR:0.25637, yago11k_0.0003 +2023-06-18 10:49:45,801 - yago11k_0.0003 - [INFO] - [E:24| 300]: Train Loss:0.001412, Val MRR:0.25637, yago11k_0.0003 +2023-06-18 10:50:51,408 - yago11k_0.0003 - [INFO] - [E:24| 400]: Train Loss:0.0014126, Val MRR:0.25637, yago11k_0.0003 +2023-06-18 10:51:57,214 - yago11k_0.0003 - [INFO] - [E:24| 500]: Train Loss:0.0014122, Val MRR:0.25637, yago11k_0.0003 +2023-06-18 10:53:02,513 - yago11k_0.0003 - [INFO] - [E:24| 600]: Train Loss:0.0014101, Val MRR:0.25637, yago11k_0.0003 +2023-06-18 10:53:02,513 - yago11k_0.0003 - [INFO] - [Epoch:24]: Training Loss:0.00141 + +2023-06-18 10:53:02,740 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 10:53:15,307 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 10:53:27,669 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.33907, Head : 0.1849, Avg : 0.26199 + +2023-06-18 10:53:29,226 - yago11k_0.0003 - [INFO] - [Epoch 24]: Training Loss: 0.0014101, Valid MRR: 0.26199, + + + +2023-06-18 10:53:29,909 - yago11k_0.0003 - [INFO] - [E:25| 0]: Train Loss:0.0014027, Val MRR:0.26199, yago11k_0.0003 +2023-06-18 10:54:35,568 - yago11k_0.0003 - [INFO] - [E:25| 100]: Train Loss:0.0013932, Val MRR:0.26199, yago11k_0.0003 +2023-06-18 10:55:41,158 - yago11k_0.0003 - [INFO] - [E:25| 200]: Train Loss:0.0013971, Val MRR:0.26199, yago11k_0.0003 +2023-06-18 10:56:47,060 - yago11k_0.0003 - [INFO] - [E:25| 300]: Train Loss:0.001396, Val MRR:0.26199, yago11k_0.0003 +2023-06-18 10:57:53,002 - yago11k_0.0003 - [INFO] - [E:25| 400]: Train Loss:0.0013953, Val MRR:0.26199, yago11k_0.0003 +2023-06-18 10:58:58,783 - yago11k_0.0003 - [INFO] - [E:25| 500]: Train Loss:0.0013931, Val MRR:0.26199, yago11k_0.0003 +2023-06-18 11:00:04,036 - yago11k_0.0003 - [INFO] - [E:25| 600]: Train Loss:0.001393, Val MRR:0.26199, yago11k_0.0003 +2023-06-18 11:00:04,037 - yago11k_0.0003 - [INFO] - [Epoch:25]: Training Loss:0.001393 + +2023-06-18 11:00:04,259 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 11:00:16,841 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 11:00:29,269 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.34133, Head : 0.19158, Avg : 0.26645 + +2023-06-18 11:00:31,007 - yago11k_0.0003 - [INFO] - [Epoch 25]: Training Loss: 0.001393, Valid MRR: 0.26645, + + + +2023-06-18 11:00:31,679 - yago11k_0.0003 - [INFO] - [E:26| 0]: Train Loss:0.0013235, Val MRR:0.26645, yago11k_0.0003 +2023-06-18 11:01:37,569 - yago11k_0.0003 - [INFO] - [E:26| 100]: Train Loss:0.0013792, Val MRR:0.26645, yago11k_0.0003 +2023-06-18 11:02:43,213 - yago11k_0.0003 - [INFO] - [E:26| 200]: Train Loss:0.0013779, Val MRR:0.26645, yago11k_0.0003 +2023-06-18 11:03:49,035 - yago11k_0.0003 - [INFO] - [E:26| 300]: Train Loss:0.001379, Val MRR:0.26645, yago11k_0.0003 +2023-06-18 11:04:54,777 - yago11k_0.0003 - [INFO] - [E:26| 400]: Train Loss:0.0013789, Val MRR:0.26645, yago11k_0.0003 +2023-06-18 11:06:00,497 - yago11k_0.0003 - [INFO] - [E:26| 500]: Train Loss:0.0013782, Val MRR:0.26645, yago11k_0.0003 +2023-06-18 11:07:05,826 - yago11k_0.0003 - [INFO] - [E:26| 600]: Train Loss:0.0013783, Val MRR:0.26645, yago11k_0.0003 +2023-06-18 11:07:05,827 - yago11k_0.0003 - [INFO] - [Epoch:26]: Training Loss:0.001378 + +2023-06-18 11:07:06,053 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 11:07:18,620 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 11:07:31,067 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.34932, Head : 0.19562, Avg : 0.27247 + +2023-06-18 11:07:32,789 - yago11k_0.0003 - [INFO] - [Epoch 26]: Training Loss: 0.0013783, Valid MRR: 0.27247, + + + +2023-06-18 11:07:33,449 - yago11k_0.0003 - [INFO] - [E:27| 0]: Train Loss:0.0013519, Val MRR:0.27247, yago11k_0.0003 +2023-06-18 11:08:39,075 - yago11k_0.0003 - [INFO] - [E:27| 100]: Train Loss:0.001365, Val MRR:0.27247, yago11k_0.0003 +2023-06-18 11:09:44,869 - yago11k_0.0003 - [INFO] - [E:27| 200]: Train Loss:0.0013645, Val MRR:0.27247, yago11k_0.0003 +2023-06-18 11:10:50,632 - yago11k_0.0003 - [INFO] - [E:27| 300]: Train Loss:0.0013671, Val MRR:0.27247, yago11k_0.0003 +2023-06-18 11:11:56,400 - yago11k_0.0003 - [INFO] - [E:27| 400]: Train Loss:0.0013658, Val MRR:0.27247, yago11k_0.0003 +2023-06-18 11:13:02,242 - yago11k_0.0003 - [INFO] - [E:27| 500]: Train Loss:0.0013652, Val MRR:0.27247, yago11k_0.0003 +2023-06-18 11:14:07,688 - yago11k_0.0003 - [INFO] - [E:27| 600]: Train Loss:0.0013653, Val MRR:0.27247, yago11k_0.0003 +2023-06-18 11:14:07,688 - yago11k_0.0003 - [INFO] - [Epoch:27]: Training Loss:0.001365 + +2023-06-18 11:14:07,916 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 11:14:20,464 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 11:14:32,913 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.34832, Head : 0.19684, Avg : 0.27258 + +2023-06-18 11:14:34,819 - yago11k_0.0003 - [INFO] - [Epoch 27]: Training Loss: 0.0013653, Valid MRR: 0.27258, + + + +2023-06-18 11:14:35,496 - yago11k_0.0003 - [INFO] - [E:28| 0]: Train Loss:0.0013173, Val MRR:0.27258, yago11k_0.0003 +2023-06-18 11:15:41,307 - yago11k_0.0003 - [INFO] - [E:28| 100]: Train Loss:0.0013478, Val MRR:0.27258, yago11k_0.0003 +2023-06-18 11:16:47,101 - yago11k_0.0003 - [INFO] - [E:28| 200]: Train Loss:0.0013498, Val MRR:0.27258, yago11k_0.0003 +2023-06-18 11:17:52,870 - yago11k_0.0003 - [INFO] - [E:28| 300]: Train Loss:0.0013508, Val MRR:0.27258, yago11k_0.0003 +2023-06-18 11:18:58,639 - yago11k_0.0003 - [INFO] - [E:28| 400]: Train Loss:0.0013534, Val MRR:0.27258, yago11k_0.0003 +2023-06-18 11:20:04,214 - yago11k_0.0003 - [INFO] - [E:28| 500]: Train Loss:0.0013532, Val MRR:0.27258, yago11k_0.0003 +2023-06-18 11:21:09,669 - yago11k_0.0003 - [INFO] - [E:28| 600]: Train Loss:0.0013532, Val MRR:0.27258, yago11k_0.0003 +2023-06-18 11:21:09,670 - yago11k_0.0003 - [INFO] - [Epoch:28]: Training Loss:0.001353 + +2023-06-18 11:21:09,896 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 11:21:22,429 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 11:21:34,898 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.3476, Head : 0.20076, Avg : 0.27418 + +2023-06-18 11:21:36,821 - yago11k_0.0003 - [INFO] - [Epoch 28]: Training Loss: 0.0013532, Valid MRR: 0.27418, + + + +2023-06-18 11:21:37,484 - yago11k_0.0003 - [INFO] - [E:29| 0]: Train Loss:0.0013263, Val MRR:0.27418, yago11k_0.0003 +2023-06-18 11:22:43,227 - yago11k_0.0003 - [INFO] - [E:29| 100]: Train Loss:0.0013428, Val MRR:0.27418, yago11k_0.0003 +2023-06-18 11:23:49,141 - yago11k_0.0003 - [INFO] - [E:29| 200]: Train Loss:0.0013421, Val MRR:0.27418, yago11k_0.0003 +2023-06-18 11:24:55,018 - yago11k_0.0003 - [INFO] - [E:29| 300]: Train Loss:0.0013404, Val MRR:0.27418, yago11k_0.0003 +2023-06-18 11:26:00,543 - yago11k_0.0003 - [INFO] - [E:29| 400]: Train Loss:0.0013414, Val MRR:0.27418, yago11k_0.0003 +2023-06-18 11:27:06,291 - yago11k_0.0003 - [INFO] - [E:29| 500]: Train Loss:0.0013422, Val MRR:0.27418, yago11k_0.0003 +2023-06-18 11:28:11,803 - yago11k_0.0003 - [INFO] - [E:29| 600]: Train Loss:0.0013422, Val MRR:0.27418, yago11k_0.0003 +2023-06-18 11:28:11,803 - yago11k_0.0003 - [INFO] - [Epoch:29]: Training Loss:0.001342 + +2023-06-18 11:28:12,027 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 11:28:24,534 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 11:28:36,990 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.35711, Head : 0.20215, Avg : 0.27963 + MR: Tail : 439.08, Head : 728.93, Avg : 584.0 + Hit-1: Tail : 0.25882, Head : 0.15768, Avg : 0.20825 + Hit-3: Tail : 0.40289, Head : 0.19353, Avg : 0.29821 + Hit-10: Tail : 0.54668, Head : 0.29425, Avg : 0.42046 +2023-06-18 11:28:38,784 - yago11k_0.0003 - [INFO] - [Epoch 29]: Training Loss: 0.0013422, Valid MRR: 0.27963, + + + +2023-06-18 11:28:39,461 - yago11k_0.0003 - [INFO] - [E:30| 0]: Train Loss:0.0013086, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:29:45,288 - yago11k_0.0003 - [INFO] - [E:30| 100]: Train Loss:0.001328, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:30:51,017 - yago11k_0.0003 - [INFO] - [E:30| 200]: Train Loss:0.0013318, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:31:56,640 - yago11k_0.0003 - [INFO] - [E:30| 300]: Train Loss:0.0013318, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:33:02,285 - yago11k_0.0003 - [INFO] - [E:30| 400]: Train Loss:0.0013315, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:34:08,151 - yago11k_0.0003 - [INFO] - [E:30| 500]: Train Loss:0.0013312, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:35:13,539 - yago11k_0.0003 - [INFO] - [E:30| 600]: Train Loss:0.0013311, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:35:13,539 - yago11k_0.0003 - [INFO] - [Epoch:30]: Training Loss:0.001331 + +2023-06-18 11:35:13,760 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 11:35:26,368 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 11:35:38,831 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.35455, Head : 0.20459, Avg : 0.27957 + +2023-06-18 11:35:38,831 - yago11k_0.0003 - [INFO] - [Epoch 30]: Training Loss: 0.0013311, Valid MRR: 0.27963, + + + +2023-06-18 11:35:39,504 - yago11k_0.0003 - [INFO] - [E:31| 0]: Train Loss:0.0013898, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:36:45,381 - yago11k_0.0003 - [INFO] - [E:31| 100]: Train Loss:0.0013243, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:37:51,057 - yago11k_0.0003 - [INFO] - [E:31| 200]: Train Loss:0.0013223, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:38:56,792 - yago11k_0.0003 - [INFO] - [E:31| 300]: Train Loss:0.0013222, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:40:02,554 - yago11k_0.0003 - [INFO] - [E:31| 400]: Train Loss:0.0013222, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:41:08,309 - yago11k_0.0003 - [INFO] - [E:31| 500]: Train Loss:0.0013223, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:42:13,727 - yago11k_0.0003 - [INFO] - [E:31| 600]: Train Loss:0.0013225, Val MRR:0.27963, yago11k_0.0003 +2023-06-18 11:42:13,728 - yago11k_0.0003 - [INFO] - [Epoch:31]: Training Loss:0.001323 + +2023-06-18 11:42:13,955 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 11:42:26,461 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 11:42:38,826 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.35856, Head : 0.21043, Avg : 0.2845 + +2023-06-18 11:42:40,598 - yago11k_0.0003 - [INFO] - [Epoch 31]: Training Loss: 0.0013225, Valid MRR: 0.2845, + + + +2023-06-18 11:42:41,268 - yago11k_0.0003 - [INFO] - [E:32| 0]: Train Loss:0.0012985, Val MRR:0.2845, yago11k_0.0003 +2023-06-18 11:43:46,907 - yago11k_0.0003 - [INFO] - [E:32| 100]: Train Loss:0.0013125, Val MRR:0.2845, yago11k_0.0003 +2023-06-18 11:44:52,721 - yago11k_0.0003 - [INFO] - [E:32| 200]: Train Loss:0.0013149, Val MRR:0.2845, yago11k_0.0003 +2023-06-18 11:45:58,554 - yago11k_0.0003 - [INFO] - [E:32| 300]: Train Loss:0.001315, Val MRR:0.2845, yago11k_0.0003 +2023-06-18 11:47:04,291 - yago11k_0.0003 - [INFO] - [E:32| 400]: Train Loss:0.0013145, Val MRR:0.2845, yago11k_0.0003 +2023-06-18 11:48:10,177 - yago11k_0.0003 - [INFO] - [E:32| 500]: Train Loss:0.001315, Val MRR:0.2845, yago11k_0.0003 +2023-06-18 11:49:15,458 - yago11k_0.0003 - [INFO] - [E:32| 600]: Train Loss:0.0013147, Val MRR:0.2845, yago11k_0.0003 +2023-06-18 11:49:15,459 - yago11k_0.0003 - [INFO] - [Epoch:32]: Training Loss:0.001315 + +2023-06-18 11:49:15,680 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 11:49:28,250 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 11:49:40,662 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.36752, Head : 0.21244, Avg : 0.28998 + +2023-06-18 11:49:42,518 - yago11k_0.0003 - [INFO] - [Epoch 32]: Training Loss: 0.0013147, Valid MRR: 0.28998, + + + +2023-06-18 11:49:43,192 - yago11k_0.0003 - [INFO] - [E:33| 0]: Train Loss:0.0013472, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 11:50:48,906 - yago11k_0.0003 - [INFO] - [E:33| 100]: Train Loss:0.0013054, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 11:51:54,712 - yago11k_0.0003 - [INFO] - [E:33| 200]: Train Loss:0.0013033, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 11:53:00,425 - yago11k_0.0003 - [INFO] - [E:33| 300]: Train Loss:0.0013043, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 11:54:06,259 - yago11k_0.0003 - [INFO] - [E:33| 400]: Train Loss:0.0013049, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 11:55:12,042 - yago11k_0.0003 - [INFO] - [E:33| 500]: Train Loss:0.0013059, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 11:56:17,474 - yago11k_0.0003 - [INFO] - [E:33| 600]: Train Loss:0.0013069, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 11:56:17,475 - yago11k_0.0003 - [INFO] - [Epoch:33]: Training Loss:0.001307 + +2023-06-18 11:56:17,701 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 11:56:30,234 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 11:56:42,696 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.36433, Head : 0.21274, Avg : 0.28854 + +2023-06-18 11:56:42,697 - yago11k_0.0003 - [INFO] - [Epoch 33]: Training Loss: 0.0013069, Valid MRR: 0.28998, + + + +2023-06-18 11:56:43,374 - yago11k_0.0003 - [INFO] - [E:34| 0]: Train Loss:0.0013043, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 11:57:49,229 - yago11k_0.0003 - [INFO] - [E:34| 100]: Train Loss:0.0013049, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 11:58:54,992 - yago11k_0.0003 - [INFO] - [E:34| 200]: Train Loss:0.0013014, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:00:00,809 - yago11k_0.0003 - [INFO] - [E:34| 300]: Train Loss:0.0012993, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:01:06,594 - yago11k_0.0003 - [INFO] - [E:34| 400]: Train Loss:0.0013, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:02:12,568 - yago11k_0.0003 - [INFO] - [E:34| 500]: Train Loss:0.0012994, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:03:18,049 - yago11k_0.0003 - [INFO] - [E:34| 600]: Train Loss:0.0012994, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:03:18,049 - yago11k_0.0003 - [INFO] - [Epoch:34]: Training Loss:0.001299 + +2023-06-18 12:03:18,275 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 12:03:30,844 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 12:03:43,317 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.36055, Head : 0.21241, Avg : 0.28648 + +2023-06-18 12:03:43,317 - yago11k_0.0003 - [INFO] - [Epoch 34]: Training Loss: 0.0012994, Valid MRR: 0.28998, + + + +2023-06-18 12:03:43,989 - yago11k_0.0003 - [INFO] - [E:35| 0]: Train Loss:0.001354, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:04:49,655 - yago11k_0.0003 - [INFO] - [E:35| 100]: Train Loss:0.0012971, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:05:55,393 - yago11k_0.0003 - [INFO] - [E:35| 200]: Train Loss:0.001295, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:07:01,141 - yago11k_0.0003 - [INFO] - [E:35| 300]: Train Loss:0.0012932, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:08:06,787 - yago11k_0.0003 - [INFO] - [E:35| 400]: Train Loss:0.0012937, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:09:12,582 - yago11k_0.0003 - [INFO] - [E:35| 500]: Train Loss:0.001293, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:10:17,878 - yago11k_0.0003 - [INFO] - [E:35| 600]: Train Loss:0.0012934, Val MRR:0.28998, yago11k_0.0003 +2023-06-18 12:10:17,878 - yago11k_0.0003 - [INFO] - [Epoch:35]: Training Loss:0.001293 + +2023-06-18 12:10:18,105 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 12:10:30,671 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 12:10:42,972 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.37032, Head : 0.21907, Avg : 0.2947 + +2023-06-18 12:10:44,705 - yago11k_0.0003 - [INFO] - [Epoch 35]: Training Loss: 0.0012934, Valid MRR: 0.2947, + + + +2023-06-18 12:10:45,380 - yago11k_0.0003 - [INFO] - [E:36| 0]: Train Loss:0.0012726, Val MRR:0.2947, yago11k_0.0003 +2023-06-18 12:11:51,222 - yago11k_0.0003 - [INFO] - [E:36| 100]: Train Loss:0.0012812, Val MRR:0.2947, yago11k_0.0003 +2023-06-18 12:12:56,913 - yago11k_0.0003 - [INFO] - [E:36| 200]: Train Loss:0.0012845, Val MRR:0.2947, yago11k_0.0003 +2023-06-18 12:14:02,837 - yago11k_0.0003 - [INFO] - [E:36| 300]: Train Loss:0.0012855, Val MRR:0.2947, yago11k_0.0003 +2023-06-18 12:15:08,495 - yago11k_0.0003 - [INFO] - [E:36| 400]: Train Loss:0.0012854, Val MRR:0.2947, yago11k_0.0003 +2023-06-18 12:16:14,332 - yago11k_0.0003 - [INFO] - [E:36| 500]: Train Loss:0.001287, Val MRR:0.2947, yago11k_0.0003 +2023-06-18 12:17:19,435 - yago11k_0.0003 - [INFO] - [E:36| 600]: Train Loss:0.0012873, Val MRR:0.2947, yago11k_0.0003 +2023-06-18 12:17:19,435 - yago11k_0.0003 - [INFO] - [Epoch:36]: Training Loss:0.001287 + +2023-06-18 12:17:19,658 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 12:17:32,294 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 12:17:44,725 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.37068, Head : 0.22043, Avg : 0.29556 + +2023-06-18 12:17:46,380 - yago11k_0.0003 - [INFO] - [Epoch 36]: Training Loss: 0.0012873, Valid MRR: 0.29556, + + + +2023-06-18 12:17:47,064 - yago11k_0.0003 - [INFO] - [E:37| 0]: Train Loss:0.001275, Val MRR:0.29556, yago11k_0.0003 +2023-06-18 12:18:52,597 - yago11k_0.0003 - [INFO] - [E:37| 100]: Train Loss:0.0012795, Val MRR:0.29556, yago11k_0.0003 +2023-06-18 12:19:58,243 - yago11k_0.0003 - [INFO] - [E:37| 200]: Train Loss:0.0012819, Val MRR:0.29556, yago11k_0.0003 +2023-06-18 12:21:04,011 - yago11k_0.0003 - [INFO] - [E:37| 300]: Train Loss:0.0012816, Val MRR:0.29556, yago11k_0.0003 +2023-06-18 12:22:09,799 - yago11k_0.0003 - [INFO] - [E:37| 400]: Train Loss:0.0012819, Val MRR:0.29556, yago11k_0.0003 +2023-06-18 12:23:15,404 - yago11k_0.0003 - [INFO] - [E:37| 500]: Train Loss:0.0012829, Val MRR:0.29556, yago11k_0.0003 +2023-06-18 12:24:20,788 - yago11k_0.0003 - [INFO] - [E:37| 600]: Train Loss:0.0012817, Val MRR:0.29556, yago11k_0.0003 +2023-06-18 12:24:20,789 - yago11k_0.0003 - [INFO] - [Epoch:37]: Training Loss:0.001282 + +2023-06-18 12:24:21,015 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 12:24:33,624 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 12:24:46,067 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.37336, Head : 0.22309, Avg : 0.29823 + +2023-06-18 12:24:47,895 - yago11k_0.0003 - [INFO] - [Epoch 37]: Training Loss: 0.0012817, Valid MRR: 0.29823, + + + +2023-06-18 12:24:48,579 - yago11k_0.0003 - [INFO] - [E:38| 0]: Train Loss:0.0012516, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:25:54,177 - yago11k_0.0003 - [INFO] - [E:38| 100]: Train Loss:0.001276, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:26:59,686 - yago11k_0.0003 - [INFO] - [E:38| 200]: Train Loss:0.0012761, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:28:05,423 - yago11k_0.0003 - [INFO] - [E:38| 300]: Train Loss:0.0012759, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:29:11,300 - yago11k_0.0003 - [INFO] - [E:38| 400]: Train Loss:0.0012756, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:30:17,101 - yago11k_0.0003 - [INFO] - [E:38| 500]: Train Loss:0.0012759, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:31:22,375 - yago11k_0.0003 - [INFO] - [E:38| 600]: Train Loss:0.0012757, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:31:22,376 - yago11k_0.0003 - [INFO] - [Epoch:38]: Training Loss:0.001276 + +2023-06-18 12:31:22,597 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 12:31:35,167 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 12:31:47,619 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.37337, Head : 0.2203, Avg : 0.29683 + +2023-06-18 12:31:47,619 - yago11k_0.0003 - [INFO] - [Epoch 38]: Training Loss: 0.0012757, Valid MRR: 0.29823, + + + +2023-06-18 12:31:48,298 - yago11k_0.0003 - [INFO] - [E:39| 0]: Train Loss:0.0012688, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:32:54,087 - yago11k_0.0003 - [INFO] - [E:39| 100]: Train Loss:0.0012683, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:33:59,978 - yago11k_0.0003 - [INFO] - [E:39| 200]: Train Loss:0.0012699, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:35:05,613 - yago11k_0.0003 - [INFO] - [E:39| 300]: Train Loss:0.0012708, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:36:11,411 - yago11k_0.0003 - [INFO] - [E:39| 400]: Train Loss:0.0012712, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:37:17,052 - yago11k_0.0003 - [INFO] - [E:39| 500]: Train Loss:0.0012707, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:38:22,134 - yago11k_0.0003 - [INFO] - [E:39| 600]: Train Loss:0.0012714, Val MRR:0.29823, yago11k_0.0003 +2023-06-18 12:38:22,134 - yago11k_0.0003 - [INFO] - [Epoch:39]: Training Loss:0.001271 + +2023-06-18 12:38:22,361 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 12:38:34,907 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 12:38:47,346 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.37672, Head : 0.22647, Avg : 0.3016 + MR: Tail : 476.8, Head : 793.84, Avg : 635.32 + Hit-1: Tail : 0.28577, Head : 0.17866, Avg : 0.23222 + Hit-3: Tail : 0.41442, Head : 0.22242, Avg : 0.31842 + Hit-10: Tail : 0.5546, Head : 0.31967, Avg : 0.43714 +2023-06-18 12:38:48,929 - yago11k_0.0003 - [INFO] - [Epoch 39]: Training Loss: 0.0012714, Valid MRR: 0.3016, + + + +2023-06-18 12:38:49,615 - yago11k_0.0003 - [INFO] - [E:40| 0]: Train Loss:0.0012588, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:39:55,403 - yago11k_0.0003 - [INFO] - [E:40| 100]: Train Loss:0.001256, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:41:01,000 - yago11k_0.0003 - [INFO] - [E:40| 200]: Train Loss:0.001261, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:42:06,718 - yago11k_0.0003 - [INFO] - [E:40| 300]: Train Loss:0.0012656, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:43:12,626 - yago11k_0.0003 - [INFO] - [E:40| 400]: Train Loss:0.0012658, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:44:18,436 - yago11k_0.0003 - [INFO] - [E:40| 500]: Train Loss:0.0012673, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:45:23,620 - yago11k_0.0003 - [INFO] - [E:40| 600]: Train Loss:0.0012677, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:45:23,621 - yago11k_0.0003 - [INFO] - [Epoch:40]: Training Loss:0.001268 + +2023-06-18 12:45:23,846 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 12:45:36,400 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 12:45:48,837 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.37523, Head : 0.22105, Avg : 0.29814 + +2023-06-18 12:45:48,837 - yago11k_0.0003 - [INFO] - [Epoch 40]: Training Loss: 0.0012677, Valid MRR: 0.3016, + + + +2023-06-18 12:45:49,511 - yago11k_0.0003 - [INFO] - [E:41| 0]: Train Loss:0.0012213, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:46:55,293 - yago11k_0.0003 - [INFO] - [E:41| 100]: Train Loss:0.0012626, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:48:01,048 - yago11k_0.0003 - [INFO] - [E:41| 200]: Train Loss:0.0012622, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:49:06,682 - yago11k_0.0003 - [INFO] - [E:41| 300]: Train Loss:0.0012609, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:50:12,507 - yago11k_0.0003 - [INFO] - [E:41| 400]: Train Loss:0.0012612, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:51:18,277 - yago11k_0.0003 - [INFO] - [E:41| 500]: Train Loss:0.0012619, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:52:23,373 - yago11k_0.0003 - [INFO] - [E:41| 600]: Train Loss:0.0012618, Val MRR:0.3016, yago11k_0.0003 +2023-06-18 12:52:23,374 - yago11k_0.0003 - [INFO] - [Epoch:41]: Training Loss:0.001262 + +2023-06-18 12:52:23,596 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 12:52:36,189 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 12:52:48,658 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.37705, Head : 0.22625, Avg : 0.30165 + +2023-06-18 12:52:50,491 - yago11k_0.0003 - [INFO] - [Epoch 41]: Training Loss: 0.0012618, Valid MRR: 0.30165, + + + +2023-06-18 12:52:51,163 - yago11k_0.0003 - [INFO] - [E:42| 0]: Train Loss:0.0012756, Val MRR:0.30165, yago11k_0.0003 +2023-06-18 12:53:56,584 - yago11k_0.0003 - [INFO] - [E:42| 100]: Train Loss:0.0012618, Val MRR:0.30165, yago11k_0.0003 +2023-06-18 12:55:02,043 - yago11k_0.0003 - [INFO] - [E:42| 200]: Train Loss:0.0012585, Val MRR:0.30165, yago11k_0.0003 +2023-06-18 12:56:07,449 - yago11k_0.0003 - [INFO] - [E:42| 300]: Train Loss:0.001259, Val MRR:0.30165, yago11k_0.0003 +2023-06-18 12:57:13,014 - yago11k_0.0003 - [INFO] - [E:42| 400]: Train Loss:0.0012579, Val MRR:0.30165, yago11k_0.0003 +2023-06-18 12:58:18,424 - yago11k_0.0003 - [INFO] - [E:42| 500]: Train Loss:0.0012583, Val MRR:0.30165, yago11k_0.0003 +2023-06-18 12:59:23,560 - yago11k_0.0003 - [INFO] - [E:42| 600]: Train Loss:0.0012584, Val MRR:0.30165, yago11k_0.0003 +2023-06-18 12:59:23,561 - yago11k_0.0003 - [INFO] - [Epoch:42]: Training Loss:0.001258 + +2023-06-18 12:59:23,786 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 12:59:36,216 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 12:59:48,521 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.37859, Head : 0.22595, Avg : 0.30227 + +2023-06-18 12:59:50,270 - yago11k_0.0003 - [INFO] - [Epoch 42]: Training Loss: 0.0012584, Valid MRR: 0.30227, + + + +2023-06-18 12:59:50,951 - yago11k_0.0003 - [INFO] - [E:43| 0]: Train Loss:0.0012177, Val MRR:0.30227, yago11k_0.0003 +2023-06-18 13:00:56,374 - yago11k_0.0003 - [INFO] - [E:43| 100]: Train Loss:0.0012506, Val MRR:0.30227, yago11k_0.0003 +2023-06-18 13:02:01,793 - yago11k_0.0003 - [INFO] - [E:43| 200]: Train Loss:0.0012542, Val MRR:0.30227, yago11k_0.0003 +2023-06-18 13:03:07,190 - yago11k_0.0003 - [INFO] - [E:43| 300]: Train Loss:0.0012535, Val MRR:0.30227, yago11k_0.0003 +2023-06-18 13:04:12,606 - yago11k_0.0003 - [INFO] - [E:43| 400]: Train Loss:0.0012537, Val MRR:0.30227, yago11k_0.0003 +2023-06-18 13:05:18,004 - yago11k_0.0003 - [INFO] - [E:43| 500]: Train Loss:0.0012539, Val MRR:0.30227, yago11k_0.0003 +2023-06-18 13:06:22,928 - yago11k_0.0003 - [INFO] - [E:43| 600]: Train Loss:0.0012545, Val MRR:0.30227, yago11k_0.0003 +2023-06-18 13:06:22,928 - yago11k_0.0003 - [INFO] - [Epoch:43]: Training Loss:0.001254 + +2023-06-18 13:06:23,150 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 13:06:35,627 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 13:06:47,984 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.3786, Head : 0.22656, Avg : 0.30258 + +2023-06-18 13:06:49,787 - yago11k_0.0003 - [INFO] - [Epoch 43]: Training Loss: 0.0012545, Valid MRR: 0.30258, + + + +2023-06-18 13:06:50,451 - yago11k_0.0003 - [INFO] - [E:44| 0]: Train Loss:0.0012187, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:07:56,033 - yago11k_0.0003 - [INFO] - [E:44| 100]: Train Loss:0.0012487, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:09:01,392 - yago11k_0.0003 - [INFO] - [E:44| 200]: Train Loss:0.0012493, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:10:06,851 - yago11k_0.0003 - [INFO] - [E:44| 300]: Train Loss:0.0012486, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:11:12,315 - yago11k_0.0003 - [INFO] - [E:44| 400]: Train Loss:0.0012503, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:12:17,658 - yago11k_0.0003 - [INFO] - [E:44| 500]: Train Loss:0.0012507, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:13:22,823 - yago11k_0.0003 - [INFO] - [E:44| 600]: Train Loss:0.0012512, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:13:22,823 - yago11k_0.0003 - [INFO] - [Epoch:44]: Training Loss:0.001251 + +2023-06-18 13:13:23,043 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 13:13:35,567 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 13:13:47,902 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.37547, Head : 0.22623, Avg : 0.30085 + +2023-06-18 13:13:47,903 - yago11k_0.0003 - [INFO] - [Epoch 44]: Training Loss: 0.0012512, Valid MRR: 0.30258, + + + +2023-06-18 13:13:48,571 - yago11k_0.0003 - [INFO] - [E:45| 0]: Train Loss:0.0012314, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:14:54,006 - yago11k_0.0003 - [INFO] - [E:45| 100]: Train Loss:0.0012462, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:15:59,353 - yago11k_0.0003 - [INFO] - [E:45| 200]: Train Loss:0.0012451, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:17:04,802 - yago11k_0.0003 - [INFO] - [E:45| 300]: Train Loss:0.0012462, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:18:10,166 - yago11k_0.0003 - [INFO] - [E:45| 400]: Train Loss:0.0012472, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:19:15,615 - yago11k_0.0003 - [INFO] - [E:45| 500]: Train Loss:0.0012473, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:20:20,657 - yago11k_0.0003 - [INFO] - [E:45| 600]: Train Loss:0.0012475, Val MRR:0.30258, yago11k_0.0003 +2023-06-18 13:20:20,658 - yago11k_0.0003 - [INFO] - [Epoch:45]: Training Loss:0.001247 + +2023-06-18 13:20:20,879 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 13:20:33,364 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 13:20:45,739 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.38215, Head : 0.22598, Avg : 0.30406 + +2023-06-18 13:20:47,473 - yago11k_0.0003 - [INFO] - [Epoch 45]: Training Loss: 0.0012475, Valid MRR: 0.30406, + + + +2023-06-18 13:20:48,143 - yago11k_0.0003 - [INFO] - [E:46| 0]: Train Loss:0.0012224, Val MRR:0.30406, yago11k_0.0003 +2023-06-18 13:21:53,376 - yago11k_0.0003 - [INFO] - [E:46| 100]: Train Loss:0.0012368, Val MRR:0.30406, yago11k_0.0003 +2023-06-18 13:22:58,581 - yago11k_0.0003 - [INFO] - [E:46| 200]: Train Loss:0.0012399, Val MRR:0.30406, yago11k_0.0003 +2023-06-18 13:24:03,997 - yago11k_0.0003 - [INFO] - [E:46| 300]: Train Loss:0.0012432, Val MRR:0.30406, yago11k_0.0003 +2023-06-18 13:25:09,463 - yago11k_0.0003 - [INFO] - [E:46| 400]: Train Loss:0.0012432, Val MRR:0.30406, yago11k_0.0003 +2023-06-18 13:26:14,963 - yago11k_0.0003 - [INFO] - [E:46| 500]: Train Loss:0.0012442, Val MRR:0.30406, yago11k_0.0003 +2023-06-18 13:27:19,920 - yago11k_0.0003 - [INFO] - [E:46| 600]: Train Loss:0.0012442, Val MRR:0.30406, yago11k_0.0003 +2023-06-18 13:27:19,921 - yago11k_0.0003 - [INFO] - [Epoch:46]: Training Loss:0.001244 + +2023-06-18 13:27:20,145 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 13:27:32,540 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 13:27:44,884 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.38084, Head : 0.22876, Avg : 0.3048 + +2023-06-18 13:27:46,626 - yago11k_0.0003 - [INFO] - [Epoch 46]: Training Loss: 0.0012442, Valid MRR: 0.3048, + + + +2023-06-18 13:27:47,298 - yago11k_0.0003 - [INFO] - [E:47| 0]: Train Loss:0.0012201, Val MRR:0.3048, yago11k_0.0003 +2023-06-18 13:28:52,943 - yago11k_0.0003 - [INFO] - [E:47| 100]: Train Loss:0.0012414, Val MRR:0.3048, yago11k_0.0003 +2023-06-18 13:29:58,202 - yago11k_0.0003 - [INFO] - [E:47| 200]: Train Loss:0.0012395, Val MRR:0.3048, yago11k_0.0003 +2023-06-18 13:31:03,822 - yago11k_0.0003 - [INFO] - [E:47| 300]: Train Loss:0.0012408, Val MRR:0.3048, yago11k_0.0003 +2023-06-18 13:32:09,252 - yago11k_0.0003 - [INFO] - [E:47| 400]: Train Loss:0.0012417, Val MRR:0.3048, yago11k_0.0003 +2023-06-18 13:33:14,590 - yago11k_0.0003 - [INFO] - [E:47| 500]: Train Loss:0.0012422, Val MRR:0.3048, yago11k_0.0003 +2023-06-18 13:34:19,674 - yago11k_0.0003 - [INFO] - [E:47| 600]: Train Loss:0.0012422, Val MRR:0.3048, yago11k_0.0003 +2023-06-18 13:34:19,675 - yago11k_0.0003 - [INFO] - [Epoch:47]: Training Loss:0.001242 + +2023-06-18 13:34:19,900 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 13:34:32,444 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 13:34:44,846 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.38561, Head : 0.22658, Avg : 0.30609 + +2023-06-18 13:34:46,379 - yago11k_0.0003 - [INFO] - [Epoch 47]: Training Loss: 0.0012422, Valid MRR: 0.30609, + + + +2023-06-18 13:34:47,058 - yago11k_0.0003 - [INFO] - [E:48| 0]: Train Loss:0.0012567, Val MRR:0.30609, yago11k_0.0003 +2023-06-18 13:35:52,458 - yago11k_0.0003 - [INFO] - [E:48| 100]: Train Loss:0.0012365, Val MRR:0.30609, yago11k_0.0003 +2023-06-18 13:36:57,879 - yago11k_0.0003 - [INFO] - [E:48| 200]: Train Loss:0.0012336, Val MRR:0.30609, yago11k_0.0003 +2023-06-18 13:38:03,259 - yago11k_0.0003 - [INFO] - [E:48| 300]: Train Loss:0.0012354, Val MRR:0.30609, yago11k_0.0003 +2023-06-18 13:39:08,942 - yago11k_0.0003 - [INFO] - [E:48| 400]: Train Loss:0.0012365, Val MRR:0.30609, yago11k_0.0003 +2023-06-18 13:40:14,508 - yago11k_0.0003 - [INFO] - [E:48| 500]: Train Loss:0.0012373, Val MRR:0.30609, yago11k_0.0003 +2023-06-18 13:41:19,512 - yago11k_0.0003 - [INFO] - [E:48| 600]: Train Loss:0.0012387, Val MRR:0.30609, yago11k_0.0003 +2023-06-18 13:41:19,512 - yago11k_0.0003 - [INFO] - [Epoch:48]: Training Loss:0.001239 + +2023-06-18 13:41:19,738 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 13:41:32,257 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 13:41:44,683 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.38848, Head : 0.22535, Avg : 0.30691 + +2023-06-18 13:41:46,265 - yago11k_0.0003 - [INFO] - [Epoch 48]: Training Loss: 0.0012387, Valid MRR: 0.30691, + + + +2023-06-18 13:41:46,940 - yago11k_0.0003 - [INFO] - [E:49| 0]: Train Loss:0.0011994, Val MRR:0.30691, yago11k_0.0003 +2023-06-18 13:42:52,227 - yago11k_0.0003 - [INFO] - [E:49| 100]: Train Loss:0.0012334, Val MRR:0.30691, yago11k_0.0003 +2023-06-18 13:43:57,635 - yago11k_0.0003 - [INFO] - [E:49| 200]: Train Loss:0.0012324, Val MRR:0.30691, yago11k_0.0003 +2023-06-18 13:45:03,154 - yago11k_0.0003 - [INFO] - [E:49| 300]: Train Loss:0.0012346, Val MRR:0.30691, yago11k_0.0003 +2023-06-18 13:46:08,500 - yago11k_0.0003 - [INFO] - [E:49| 400]: Train Loss:0.0012357, Val MRR:0.30691, yago11k_0.0003 +2023-06-18 13:47:13,936 - yago11k_0.0003 - [INFO] - [E:49| 500]: Train Loss:0.0012354, Val MRR:0.30691, yago11k_0.0003 +2023-06-18 13:48:18,980 - yago11k_0.0003 - [INFO] - [E:49| 600]: Train Loss:0.0012357, Val MRR:0.30691, yago11k_0.0003 +2023-06-18 13:48:18,981 - yago11k_0.0003 - [INFO] - [Epoch:49]: Training Loss:0.001236 + +2023-06-18 13:48:19,201 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 13:48:31,620 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 13:48:44,027 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.39101, Head : 0.22391, Avg : 0.30746 + MR: Tail : 442.54, Head : 835.67, Avg : 639.11 + Hit-1: Tail : 0.29439, Head : 0.18199, Avg : 0.23819 + Hit-3: Tail : 0.44151, Head : 0.21659, Avg : 0.32905 + Hit-10: Tail : 0.57141, Head : 0.30536, Avg : 0.43839 +2023-06-18 13:48:45,704 - yago11k_0.0003 - [INFO] - [Epoch 49]: Training Loss: 0.0012357, Valid MRR: 0.30746, + + + +2023-06-18 13:48:46,371 - yago11k_0.0003 - [INFO] - [E:50| 0]: Train Loss:0.0011883, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:49:51,706 - yago11k_0.0003 - [INFO] - [E:50| 100]: Train Loss:0.0012263, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:50:57,453 - yago11k_0.0003 - [INFO] - [E:50| 200]: Train Loss:0.0012288, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:52:02,964 - yago11k_0.0003 - [INFO] - [E:50| 300]: Train Loss:0.001231, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:53:08,723 - yago11k_0.0003 - [INFO] - [E:50| 400]: Train Loss:0.0012318, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:54:14,429 - yago11k_0.0003 - [INFO] - [E:50| 500]: Train Loss:0.0012323, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:55:19,652 - yago11k_0.0003 - [INFO] - [E:50| 600]: Train Loss:0.001233, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:55:19,653 - yago11k_0.0003 - [INFO] - [Epoch:50]: Training Loss:0.001233 + +2023-06-18 13:55:19,877 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 13:55:32,386 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 13:55:44,859 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.38615, Head : 0.22669, Avg : 0.30642 + +2023-06-18 13:55:44,859 - yago11k_0.0003 - [INFO] - [Epoch 50]: Training Loss: 0.001233, Valid MRR: 0.30746, + + + +2023-06-18 13:55:45,535 - yago11k_0.0003 - [INFO] - [E:51| 0]: Train Loss:0.0012277, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:56:51,416 - yago11k_0.0003 - [INFO] - [E:51| 100]: Train Loss:0.0012257, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:57:57,036 - yago11k_0.0003 - [INFO] - [E:51| 200]: Train Loss:0.0012263, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 13:59:02,919 - yago11k_0.0003 - [INFO] - [E:51| 300]: Train Loss:0.0012271, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:00:08,758 - yago11k_0.0003 - [INFO] - [E:51| 400]: Train Loss:0.0012289, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:01:14,494 - yago11k_0.0003 - [INFO] - [E:51| 500]: Train Loss:0.0012297, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:02:19,772 - yago11k_0.0003 - [INFO] - [E:51| 600]: Train Loss:0.0012309, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:02:19,772 - yago11k_0.0003 - [INFO] - [Epoch:51]: Training Loss:0.001231 + +2023-06-18 14:02:19,993 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 14:02:32,565 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 14:02:45,018 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.38634, Head : 0.22722, Avg : 0.30678 + +2023-06-18 14:02:45,019 - yago11k_0.0003 - [INFO] - [Epoch 51]: Training Loss: 0.0012309, Valid MRR: 0.30746, + + + +2023-06-18 14:02:45,698 - yago11k_0.0003 - [INFO] - [E:52| 0]: Train Loss:0.0012121, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:03:51,529 - yago11k_0.0003 - [INFO] - [E:52| 100]: Train Loss:0.0012254, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:04:57,273 - yago11k_0.0003 - [INFO] - [E:52| 200]: Train Loss:0.0012244, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:06:03,006 - yago11k_0.0003 - [INFO] - [E:52| 300]: Train Loss:0.0012269, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:07:08,725 - yago11k_0.0003 - [INFO] - [E:52| 400]: Train Loss:0.0012278, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:08:14,523 - yago11k_0.0003 - [INFO] - [E:52| 500]: Train Loss:0.0012284, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:09:19,838 - yago11k_0.0003 - [INFO] - [E:52| 600]: Train Loss:0.0012291, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:09:19,838 - yago11k_0.0003 - [INFO] - [Epoch:52]: Training Loss:0.001229 + +2023-06-18 14:09:20,073 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 14:09:32,584 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 14:09:45,025 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.38467, Head : 0.22916, Avg : 0.30692 + +2023-06-18 14:09:45,025 - yago11k_0.0003 - [INFO] - [Epoch 52]: Training Loss: 0.0012291, Valid MRR: 0.30746, + + + +2023-06-18 14:09:45,710 - yago11k_0.0003 - [INFO] - [E:53| 0]: Train Loss:0.0012258, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:10:51,361 - yago11k_0.0003 - [INFO] - [E:53| 100]: Train Loss:0.0012207, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:11:57,183 - yago11k_0.0003 - [INFO] - [E:53| 200]: Train Loss:0.0012219, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:13:02,852 - yago11k_0.0003 - [INFO] - [E:53| 300]: Train Loss:0.0012229, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:14:08,684 - yago11k_0.0003 - [INFO] - [E:53| 400]: Train Loss:0.001224, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:15:14,427 - yago11k_0.0003 - [INFO] - [E:53| 500]: Train Loss:0.0012241, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:16:19,617 - yago11k_0.0003 - [INFO] - [E:53| 600]: Train Loss:0.001226, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:16:19,618 - yago11k_0.0003 - [INFO] - [Epoch:53]: Training Loss:0.001226 + +2023-06-18 14:16:19,844 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 14:16:32,397 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 14:16:44,884 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.38674, Head : 0.2267, Avg : 0.30672 + +2023-06-18 14:16:44,884 - yago11k_0.0003 - [INFO] - [Epoch 53]: Training Loss: 0.001226, Valid MRR: 0.30746, + + + +2023-06-18 14:16:45,543 - yago11k_0.0003 - [INFO] - [E:54| 0]: Train Loss:0.0011971, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:17:51,430 - yago11k_0.0003 - [INFO] - [E:54| 100]: Train Loss:0.0012201, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:18:57,195 - yago11k_0.0003 - [INFO] - [E:54| 200]: Train Loss:0.0012201, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:20:03,344 - yago11k_0.0003 - [INFO] - [E:54| 300]: Train Loss:0.0012209, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:21:09,137 - yago11k_0.0003 - [INFO] - [E:54| 400]: Train Loss:0.0012222, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:22:14,831 - yago11k_0.0003 - [INFO] - [E:54| 500]: Train Loss:0.001222, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:23:20,218 - yago11k_0.0003 - [INFO] - [E:54| 600]: Train Loss:0.0012237, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:23:20,219 - yago11k_0.0003 - [INFO] - [Epoch:54]: Training Loss:0.001224 + +2023-06-18 14:23:20,446 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 14:23:33,022 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 14:23:45,432 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.38572, Head : 0.22912, Avg : 0.30742 + +2023-06-18 14:23:45,432 - yago11k_0.0003 - [INFO] - [Epoch 54]: Training Loss: 0.0012237, Valid MRR: 0.30746, + + + +2023-06-18 14:23:46,102 - yago11k_0.0003 - [INFO] - [E:55| 0]: Train Loss:0.0012277, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:24:52,086 - yago11k_0.0003 - [INFO] - [E:55| 100]: Train Loss:0.0012226, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:25:57,783 - yago11k_0.0003 - [INFO] - [E:55| 200]: Train Loss:0.0012221, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:27:03,376 - yago11k_0.0003 - [INFO] - [E:55| 300]: Train Loss:0.0012223, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:28:09,251 - yago11k_0.0003 - [INFO] - [E:55| 400]: Train Loss:0.0012224, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:29:14,857 - yago11k_0.0003 - [INFO] - [E:55| 500]: Train Loss:0.0012227, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:30:20,322 - yago11k_0.0003 - [INFO] - [E:55| 600]: Train Loss:0.001223, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:30:20,322 - yago11k_0.0003 - [INFO] - [Epoch:55]: Training Loss:0.001223 + +2023-06-18 14:30:20,547 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 14:30:33,139 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 14:30:45,544 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.38373, Head : 0.22932, Avg : 0.30652 + +2023-06-18 14:30:45,544 - yago11k_0.0003 - [INFO] - [Epoch 55]: Training Loss: 0.001223, Valid MRR: 0.30746, + + + +2023-06-18 14:30:46,221 - yago11k_0.0003 - [INFO] - [E:56| 0]: Train Loss:0.0011765, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:31:51,836 - yago11k_0.0003 - [INFO] - [E:56| 100]: Train Loss:0.0012186, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:32:57,605 - yago11k_0.0003 - [INFO] - [E:56| 200]: Train Loss:0.0012194, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:34:03,456 - yago11k_0.0003 - [INFO] - [E:56| 300]: Train Loss:0.0012184, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:35:09,203 - yago11k_0.0003 - [INFO] - [E:56| 400]: Train Loss:0.0012189, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:36:15,038 - yago11k_0.0003 - [INFO] - [E:56| 500]: Train Loss:0.0012192, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:37:20,322 - yago11k_0.0003 - [INFO] - [E:56| 600]: Train Loss:0.0012198, Val MRR:0.30746, yago11k_0.0003 +2023-06-18 14:37:20,322 - yago11k_0.0003 - [INFO] - [Epoch:56]: Training Loss:0.00122 + +2023-06-18 14:37:20,543 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 14:37:33,092 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 14:37:45,569 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.38924, Head : 0.22763, Avg : 0.30844 + +2023-06-18 14:37:47,442 - yago11k_0.0003 - [INFO] - [Epoch 56]: Training Loss: 0.0012198, Valid MRR: 0.30844, + + + +2023-06-18 14:37:48,105 - yago11k_0.0003 - [INFO] - [E:57| 0]: Train Loss:0.0012802, Val MRR:0.30844, yago11k_0.0003 +2023-06-18 14:38:53,893 - yago11k_0.0003 - [INFO] - [E:57| 100]: Train Loss:0.0012107, Val MRR:0.30844, yago11k_0.0003 +2023-06-18 14:39:59,601 - yago11k_0.0003 - [INFO] - [E:57| 200]: Train Loss:0.0012136, Val MRR:0.30844, yago11k_0.0003 +2023-06-18 14:41:05,536 - yago11k_0.0003 - [INFO] - [E:57| 300]: Train Loss:0.0012159, Val MRR:0.30844, yago11k_0.0003 +2023-06-18 14:42:11,301 - yago11k_0.0003 - [INFO] - [E:57| 400]: Train Loss:0.0012165, Val MRR:0.30844, yago11k_0.0003 +2023-06-18 14:43:17,021 - yago11k_0.0003 - [INFO] - [E:57| 500]: Train Loss:0.0012167, Val MRR:0.30844, yago11k_0.0003 +2023-06-18 14:44:22,449 - yago11k_0.0003 - [INFO] - [E:57| 600]: Train Loss:0.0012173, Val MRR:0.30844, yago11k_0.0003 +2023-06-18 14:44:22,449 - yago11k_0.0003 - [INFO] - [Epoch:57]: Training Loss:0.001217 + +2023-06-18 14:44:22,670 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 14:44:35,206 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 14:44:47,648 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.38672, Head : 0.23194, Avg : 0.30933 + +2023-06-18 14:44:50,440 - yago11k_0.0003 - [INFO] - [Epoch 57]: Training Loss: 0.0012173, Valid MRR: 0.30933, + + + +2023-06-18 14:44:51,097 - yago11k_0.0003 - [INFO] - [E:58| 0]: Train Loss:0.0012342, Val MRR:0.30933, yago11k_0.0003 +2023-06-18 14:45:56,885 - yago11k_0.0003 - [INFO] - [E:58| 100]: Train Loss:0.0012145, Val MRR:0.30933, yago11k_0.0003 +2023-06-18 14:47:02,743 - yago11k_0.0003 - [INFO] - [E:58| 200]: Train Loss:0.0012154, Val MRR:0.30933, yago11k_0.0003 +2023-06-18 14:48:08,649 - yago11k_0.0003 - [INFO] - [E:58| 300]: Train Loss:0.0012152, Val MRR:0.30933, yago11k_0.0003 +2023-06-18 14:49:14,482 - yago11k_0.0003 - [INFO] - [E:58| 400]: Train Loss:0.0012143, Val MRR:0.30933, yago11k_0.0003 +2023-06-18 14:50:20,237 - yago11k_0.0003 - [INFO] - [E:58| 500]: Train Loss:0.001215, Val MRR:0.30933, yago11k_0.0003 +2023-06-18 14:51:25,597 - yago11k_0.0003 - [INFO] - [E:58| 600]: Train Loss:0.001216, Val MRR:0.30933, yago11k_0.0003 +2023-06-18 14:51:25,597 - yago11k_0.0003 - [INFO] - [Epoch:58]: Training Loss:0.001216 + +2023-06-18 14:51:25,818 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 14:51:38,364 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 14:51:50,714 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.38845, Head : 0.23165, Avg : 0.31005 + +2023-06-18 14:51:52,395 - yago11k_0.0003 - [INFO] - [Epoch 58]: Training Loss: 0.001216, Valid MRR: 0.31005, + + + +2023-06-18 14:51:53,067 - yago11k_0.0003 - [INFO] - [E:59| 0]: Train Loss:0.0011784, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 14:52:58,880 - yago11k_0.0003 - [INFO] - [E:59| 100]: Train Loss:0.0012111, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 14:54:04,527 - yago11k_0.0003 - [INFO] - [E:59| 200]: Train Loss:0.0012095, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 14:55:10,248 - yago11k_0.0003 - [INFO] - [E:59| 300]: Train Loss:0.0012112, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 14:56:16,060 - yago11k_0.0003 - [INFO] - [E:59| 400]: Train Loss:0.001212, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 14:57:21,688 - yago11k_0.0003 - [INFO] - [E:59| 500]: Train Loss:0.0012118, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 14:58:27,157 - yago11k_0.0003 - [INFO] - [E:59| 600]: Train Loss:0.0012134, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 14:58:27,158 - yago11k_0.0003 - [INFO] - [Epoch:59]: Training Loss:0.001213 + +2023-06-18 14:58:27,385 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 14:58:39,925 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 14:58:52,374 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.38583, Head : 0.23051, Avg : 0.30817 + MR: Tail : 515.32, Head : 856.44, Avg : 685.88 + Hit-1: Tail : 0.29314, Head : 0.18936, Avg : 0.24125 + Hit-3: Tail : 0.42831, Head : 0.22451, Avg : 0.32641 + Hit-10: Tail : 0.57196, Head : 0.30856, Avg : 0.44026 +2023-06-18 14:58:52,374 - yago11k_0.0003 - [INFO] - [Epoch 59]: Training Loss: 0.0012134, Valid MRR: 0.31005, + + + +2023-06-18 14:58:53,040 - yago11k_0.0003 - [INFO] - [E:60| 0]: Train Loss:0.0011819, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 14:59:58,842 - yago11k_0.0003 - [INFO] - [E:60| 100]: Train Loss:0.0012068, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 15:01:04,708 - yago11k_0.0003 - [INFO] - [E:60| 200]: Train Loss:0.0012097, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 15:02:10,273 - yago11k_0.0003 - [INFO] - [E:60| 300]: Train Loss:0.0012087, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 15:03:16,104 - yago11k_0.0003 - [INFO] - [E:60| 400]: Train Loss:0.00121, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 15:04:21,901 - yago11k_0.0003 - [INFO] - [E:60| 500]: Train Loss:0.0012104, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 15:05:27,171 - yago11k_0.0003 - [INFO] - [E:60| 600]: Train Loss:0.0012116, Val MRR:0.31005, yago11k_0.0003 +2023-06-18 15:05:27,171 - yago11k_0.0003 - [INFO] - [Epoch:60]: Training Loss:0.001212 + +2023-06-18 15:05:27,392 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 15:05:40,012 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 15:05:52,516 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.38979, Head : 0.23106, Avg : 0.31043 + +2023-06-18 15:05:54,255 - yago11k_0.0003 - [INFO] - [Epoch 60]: Training Loss: 0.0012116, Valid MRR: 0.31043, + + + +2023-06-18 15:05:54,924 - yago11k_0.0003 - [INFO] - [E:61| 0]: Train Loss:0.001205, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:07:00,852 - yago11k_0.0003 - [INFO] - [E:61| 100]: Train Loss:0.0012064, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:08:06,648 - yago11k_0.0003 - [INFO] - [E:61| 200]: Train Loss:0.0012076, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:09:12,467 - yago11k_0.0003 - [INFO] - [E:61| 300]: Train Loss:0.0012074, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:10:18,320 - yago11k_0.0003 - [INFO] - [E:61| 400]: Train Loss:0.001208, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:11:23,969 - yago11k_0.0003 - [INFO] - [E:61| 500]: Train Loss:0.0012084, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:12:29,263 - yago11k_0.0003 - [INFO] - [E:61| 600]: Train Loss:0.0012092, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:12:29,263 - yago11k_0.0003 - [INFO] - [Epoch:61]: Training Loss:0.001209 + +2023-06-18 15:12:29,491 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 15:12:42,089 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 15:12:54,549 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.39127, Head : 0.22803, Avg : 0.30965 + +2023-06-18 15:12:54,549 - yago11k_0.0003 - [INFO] - [Epoch 61]: Training Loss: 0.0012092, Valid MRR: 0.31043, + + + +2023-06-18 15:12:55,222 - yago11k_0.0003 - [INFO] - [E:62| 0]: Train Loss:0.001161, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:14:01,182 - yago11k_0.0003 - [INFO] - [E:62| 100]: Train Loss:0.001202, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:15:06,768 - yago11k_0.0003 - [INFO] - [E:62| 200]: Train Loss:0.0012049, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:16:12,598 - yago11k_0.0003 - [INFO] - [E:62| 300]: Train Loss:0.0012057, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:17:18,445 - yago11k_0.0003 - [INFO] - [E:62| 400]: Train Loss:0.0012073, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:18:24,183 - yago11k_0.0003 - [INFO] - [E:62| 500]: Train Loss:0.0012085, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:19:29,667 - yago11k_0.0003 - [INFO] - [E:62| 600]: Train Loss:0.0012081, Val MRR:0.31043, yago11k_0.0003 +2023-06-18 15:19:29,668 - yago11k_0.0003 - [INFO] - [Epoch:62]: Training Loss:0.001208 + +2023-06-18 15:19:29,895 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 15:19:42,501 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 15:19:54,920 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.39155, Head : 0.23143, Avg : 0.31149 + +2023-06-18 15:19:56,517 - yago11k_0.0003 - [INFO] - [Epoch 62]: Training Loss: 0.0012081, Valid MRR: 0.31149, + + + +2023-06-18 15:19:57,188 - yago11k_0.0003 - [INFO] - [E:63| 0]: Train Loss:0.001204, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:21:02,786 - yago11k_0.0003 - [INFO] - [E:63| 100]: Train Loss:0.0012047, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:22:08,628 - yago11k_0.0003 - [INFO] - [E:63| 200]: Train Loss:0.0012052, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:23:14,327 - yago11k_0.0003 - [INFO] - [E:63| 300]: Train Loss:0.001204, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:24:20,025 - yago11k_0.0003 - [INFO] - [E:63| 400]: Train Loss:0.001205, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:25:25,746 - yago11k_0.0003 - [INFO] - [E:63| 500]: Train Loss:0.0012053, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:26:31,058 - yago11k_0.0003 - [INFO] - [E:63| 600]: Train Loss:0.0012061, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:26:31,058 - yago11k_0.0003 - [INFO] - [Epoch:63]: Training Loss:0.001206 + +2023-06-18 15:26:31,283 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 15:26:43,788 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 15:26:56,205 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.39105, Head : 0.23029, Avg : 0.31067 + +2023-06-18 15:26:56,206 - yago11k_0.0003 - [INFO] - [Epoch 63]: Training Loss: 0.0012061, Valid MRR: 0.31149, + + + +2023-06-18 15:26:56,889 - yago11k_0.0003 - [INFO] - [E:64| 0]: Train Loss:0.0011771, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:28:02,658 - yago11k_0.0003 - [INFO] - [E:64| 100]: Train Loss:0.0011975, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:29:08,550 - yago11k_0.0003 - [INFO] - [E:64| 200]: Train Loss:0.0011988, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:30:14,256 - yago11k_0.0003 - [INFO] - [E:64| 300]: Train Loss:0.0012009, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:31:19,954 - yago11k_0.0003 - [INFO] - [E:64| 400]: Train Loss:0.0012025, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:32:25,633 - yago11k_0.0003 - [INFO] - [E:64| 500]: Train Loss:0.0012031, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:33:30,953 - yago11k_0.0003 - [INFO] - [E:64| 600]: Train Loss:0.0012042, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:33:30,954 - yago11k_0.0003 - [INFO] - [Epoch:64]: Training Loss:0.001204 + +2023-06-18 15:33:31,180 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 15:33:43,741 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 15:33:56,182 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.38468, Head : 0.22813, Avg : 0.3064 + +2023-06-18 15:33:56,183 - yago11k_0.0003 - [INFO] - [Epoch 64]: Training Loss: 0.0012042, Valid MRR: 0.31149, + + + +2023-06-18 15:33:56,856 - yago11k_0.0003 - [INFO] - [E:65| 0]: Train Loss:0.0012023, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:35:02,500 - yago11k_0.0003 - [INFO] - [E:65| 100]: Train Loss:0.0011995, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:36:08,141 - yago11k_0.0003 - [INFO] - [E:65| 200]: Train Loss:0.0011993, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:37:13,875 - yago11k_0.0003 - [INFO] - [E:65| 300]: Train Loss:0.0011991, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:38:19,566 - yago11k_0.0003 - [INFO] - [E:65| 400]: Train Loss:0.0011999, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:39:25,402 - yago11k_0.0003 - [INFO] - [E:65| 500]: Train Loss:0.0012007, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:40:30,784 - yago11k_0.0003 - [INFO] - [E:65| 600]: Train Loss:0.0012018, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:40:30,785 - yago11k_0.0003 - [INFO] - [Epoch:65]: Training Loss:0.001202 + +2023-06-18 15:40:31,013 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 15:40:43,552 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 15:40:56,005 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.38175, Head : 0.22951, Avg : 0.30563 + +2023-06-18 15:40:56,006 - yago11k_0.0003 - [INFO] - [Epoch 65]: Training Loss: 0.0012018, Valid MRR: 0.31149, + + + +2023-06-18 15:40:56,681 - yago11k_0.0003 - [INFO] - [E:66| 0]: Train Loss:0.0012122, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:42:02,371 - yago11k_0.0003 - [INFO] - [E:66| 100]: Train Loss:0.0011978, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:43:08,229 - yago11k_0.0003 - [INFO] - [E:66| 200]: Train Loss:0.0011959, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:44:14,169 - yago11k_0.0003 - [INFO] - [E:66| 300]: Train Loss:0.0011978, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:45:19,754 - yago11k_0.0003 - [INFO] - [E:66| 400]: Train Loss:0.0011989, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:46:25,519 - yago11k_0.0003 - [INFO] - [E:66| 500]: Train Loss:0.0011986, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:47:30,794 - yago11k_0.0003 - [INFO] - [E:66| 600]: Train Loss:0.0011996, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:47:30,794 - yago11k_0.0003 - [INFO] - [Epoch:66]: Training Loss:0.0012 + +2023-06-18 15:47:31,017 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 15:47:43,570 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 15:47:56,021 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.38822, Head : 0.22856, Avg : 0.30839 + +2023-06-18 15:47:56,021 - yago11k_0.0003 - [INFO] - [Epoch 66]: Training Loss: 0.0011996, Valid MRR: 0.31149, + + + +2023-06-18 15:47:56,699 - yago11k_0.0003 - [INFO] - [E:67| 0]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:49:02,525 - yago11k_0.0003 - [INFO] - [E:67| 100]: Train Loss:0.001196, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:50:08,206 - yago11k_0.0003 - [INFO] - [E:67| 200]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:51:13,789 - yago11k_0.0003 - [INFO] - [E:67| 300]: Train Loss:0.0011957, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:52:19,685 - yago11k_0.0003 - [INFO] - [E:67| 400]: Train Loss:0.001197, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:53:25,469 - yago11k_0.0003 - [INFO] - [E:67| 500]: Train Loss:0.0011973, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:54:30,743 - yago11k_0.0003 - [INFO] - [E:67| 600]: Train Loss:0.0011981, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:54:30,744 - yago11k_0.0003 - [INFO] - [Epoch:67]: Training Loss:0.001198 + +2023-06-18 15:54:30,972 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 15:54:43,524 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 15:54:55,925 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.38971, Head : 0.2286, Avg : 0.30915 + +2023-06-18 15:54:55,926 - yago11k_0.0003 - [INFO] - [Epoch 67]: Training Loss: 0.0011981, Valid MRR: 0.31149, + + + +2023-06-18 15:54:56,592 - yago11k_0.0003 - [INFO] - [E:68| 0]: Train Loss:0.0011985, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:56:02,307 - yago11k_0.0003 - [INFO] - [E:68| 100]: Train Loss:0.0011966, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:57:08,058 - yago11k_0.0003 - [INFO] - [E:68| 200]: Train Loss:0.0011959, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:58:13,913 - yago11k_0.0003 - [INFO] - [E:68| 300]: Train Loss:0.001195, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 15:59:19,783 - yago11k_0.0003 - [INFO] - [E:68| 400]: Train Loss:0.001195, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:00:25,622 - yago11k_0.0003 - [INFO] - [E:68| 500]: Train Loss:0.0011958, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:01:30,954 - yago11k_0.0003 - [INFO] - [E:68| 600]: Train Loss:0.0011964, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:01:30,955 - yago11k_0.0003 - [INFO] - [Epoch:68]: Training Loss:0.001196 + +2023-06-18 16:01:31,180 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 16:01:43,790 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 16:01:56,279 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.38874, Head : 0.22878, Avg : 0.30876 + +2023-06-18 16:01:56,280 - yago11k_0.0003 - [INFO] - [Epoch 68]: Training Loss: 0.0011964, Valid MRR: 0.31149, + + + +2023-06-18 16:01:56,958 - yago11k_0.0003 - [INFO] - [E:69| 0]: Train Loss:0.0012106, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:03:02,703 - yago11k_0.0003 - [INFO] - [E:69| 100]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:04:08,557 - yago11k_0.0003 - [INFO] - [E:69| 200]: Train Loss:0.0011944, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:05:14,329 - yago11k_0.0003 - [INFO] - [E:69| 300]: Train Loss:0.0011944, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:06:19,987 - yago11k_0.0003 - [INFO] - [E:69| 400]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:07:26,045 - yago11k_0.0003 - [INFO] - [E:69| 500]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:08:31,374 - yago11k_0.0003 - [INFO] - [E:69| 600]: Train Loss:0.0011948, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:08:31,374 - yago11k_0.0003 - [INFO] - [Epoch:69]: Training Loss:0.001195 + +2023-06-18 16:08:31,599 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 16:08:44,180 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 16:08:56,574 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.37921, Head : 0.22789, Avg : 0.30355 + MR: Tail : 537.93, Head : 890.76, Avg : 714.35 + Hit-1: Tail : 0.28272, Head : 0.1863, Avg : 0.23451 + Hit-3: Tail : 0.42609, Head : 0.22367, Avg : 0.32488 + Hit-10: Tail : 0.57196, Head : 0.30745, Avg : 0.43971 +2023-06-18 16:08:56,574 - yago11k_0.0003 - [INFO] - [Epoch 69]: Training Loss: 0.0011948, Valid MRR: 0.31149, + + + +2023-06-18 16:08:57,244 - yago11k_0.0003 - [INFO] - [E:70| 0]: Train Loss:0.0011899, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:10:03,180 - yago11k_0.0003 - [INFO] - [E:70| 100]: Train Loss:0.00119, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:11:09,102 - yago11k_0.0003 - [INFO] - [E:70| 200]: Train Loss:0.0011887, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:12:14,836 - yago11k_0.0003 - [INFO] - [E:70| 300]: Train Loss:0.0011898, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:13:20,495 - yago11k_0.0003 - [INFO] - [E:70| 400]: Train Loss:0.0011912, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:14:26,320 - yago11k_0.0003 - [INFO] - [E:70| 500]: Train Loss:0.0011919, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:15:31,534 - yago11k_0.0003 - [INFO] - [E:70| 600]: Train Loss:0.0011927, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:15:31,535 - yago11k_0.0003 - [INFO] - [Epoch:70]: Training Loss:0.001193 + +2023-06-18 16:15:31,762 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 16:15:44,301 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 16:15:56,808 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.38599, Head : 0.23213, Avg : 0.30906 + +2023-06-18 16:15:56,808 - yago11k_0.0003 - [INFO] - [Epoch 70]: Training Loss: 0.0011927, Valid MRR: 0.31149, + + + +2023-06-18 16:15:57,476 - yago11k_0.0003 - [INFO] - [E:71| 0]: Train Loss:0.0012261, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:17:03,287 - yago11k_0.0003 - [INFO] - [E:71| 100]: Train Loss:0.0011927, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:18:09,267 - yago11k_0.0003 - [INFO] - [E:71| 200]: Train Loss:0.0011904, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:19:14,941 - yago11k_0.0003 - [INFO] - [E:71| 300]: Train Loss:0.0011897, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:20:20,835 - yago11k_0.0003 - [INFO] - [E:71| 400]: Train Loss:0.0011916, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:21:26,526 - yago11k_0.0003 - [INFO] - [E:71| 500]: Train Loss:0.001192, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:22:31,721 - yago11k_0.0003 - [INFO] - [E:71| 600]: Train Loss:0.0011916, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:22:31,722 - yago11k_0.0003 - [INFO] - [Epoch:71]: Training Loss:0.001192 + +2023-06-18 16:22:31,948 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 16:22:44,547 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 16:22:56,953 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.38938, Head : 0.23115, Avg : 0.31026 + +2023-06-18 16:22:56,954 - yago11k_0.0003 - [INFO] - [Epoch 71]: Training Loss: 0.0011916, Valid MRR: 0.31149, + + + +2023-06-18 16:22:57,626 - yago11k_0.0003 - [INFO] - [E:72| 0]: Train Loss:0.0012142, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:24:03,455 - yago11k_0.0003 - [INFO] - [E:72| 100]: Train Loss:0.0011875, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:25:09,126 - yago11k_0.0003 - [INFO] - [E:72| 200]: Train Loss:0.0011856, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:26:15,028 - yago11k_0.0003 - [INFO] - [E:72| 300]: Train Loss:0.0011876, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:27:20,444 - yago11k_0.0003 - [INFO] - [E:72| 400]: Train Loss:0.0011881, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:28:26,296 - yago11k_0.0003 - [INFO] - [E:72| 500]: Train Loss:0.0011892, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:29:31,529 - yago11k_0.0003 - [INFO] - [E:72| 600]: Train Loss:0.0011903, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:29:31,530 - yago11k_0.0003 - [INFO] - [Epoch:72]: Training Loss:0.00119 + +2023-06-18 16:29:31,758 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 16:29:44,350 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 16:29:56,743 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.38634, Head : 0.23083, Avg : 0.30859 + +2023-06-18 16:29:56,744 - yago11k_0.0003 - [INFO] - [Epoch 72]: Training Loss: 0.0011903, Valid MRR: 0.31149, + + + +2023-06-18 16:29:57,419 - yago11k_0.0003 - [INFO] - [E:73| 0]: Train Loss:0.0011766, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:31:03,013 - yago11k_0.0003 - [INFO] - [E:73| 100]: Train Loss:0.001183, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:32:08,632 - yago11k_0.0003 - [INFO] - [E:73| 200]: Train Loss:0.0011873, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:33:14,347 - yago11k_0.0003 - [INFO] - [E:73| 300]: Train Loss:0.0011877, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:34:20,108 - yago11k_0.0003 - [INFO] - [E:73| 400]: Train Loss:0.0011882, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:35:25,875 - yago11k_0.0003 - [INFO] - [E:73| 500]: Train Loss:0.0011885, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:36:31,219 - yago11k_0.0003 - [INFO] - [E:73| 600]: Train Loss:0.0011891, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:36:31,219 - yago11k_0.0003 - [INFO] - [Epoch:73]: Training Loss:0.001189 + +2023-06-18 16:36:31,446 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 16:36:43,875 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 16:36:56,297 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.38658, Head : 0.23122, Avg : 0.3089 + +2023-06-18 16:36:56,297 - yago11k_0.0003 - [INFO] - [Epoch 73]: Training Loss: 0.0011891, Valid MRR: 0.31149, + + + +2023-06-18 16:36:56,973 - yago11k_0.0003 - [INFO] - [E:74| 0]: Train Loss:0.0011684, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:38:02,890 - yago11k_0.0003 - [INFO] - [E:74| 100]: Train Loss:0.0011869, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:39:08,814 - yago11k_0.0003 - [INFO] - [E:74| 200]: Train Loss:0.0011869, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:40:14,553 - yago11k_0.0003 - [INFO] - [E:74| 300]: Train Loss:0.0011862, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:41:20,332 - yago11k_0.0003 - [INFO] - [E:74| 400]: Train Loss:0.0011863, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:42:26,106 - yago11k_0.0003 - [INFO] - [E:74| 500]: Train Loss:0.001187, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:43:31,444 - yago11k_0.0003 - [INFO] - [E:74| 600]: Train Loss:0.0011874, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:43:31,445 - yago11k_0.0003 - [INFO] - [Epoch:74]: Training Loss:0.001187 + +2023-06-18 16:43:31,671 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 16:43:44,238 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 16:43:56,654 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.38402, Head : 0.23007, Avg : 0.30705 + +2023-06-18 16:43:56,654 - yago11k_0.0003 - [INFO] - [Epoch 74]: Training Loss: 0.0011874, Valid MRR: 0.31149, + + + +2023-06-18 16:43:57,312 - yago11k_0.0003 - [INFO] - [E:75| 0]: Train Loss:0.0011896, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:45:02,868 - yago11k_0.0003 - [INFO] - [E:75| 100]: Train Loss:0.001178, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:46:08,625 - yago11k_0.0003 - [INFO] - [E:75| 200]: Train Loss:0.0011813, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:47:14,488 - yago11k_0.0003 - [INFO] - [E:75| 300]: Train Loss:0.001183, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:48:20,385 - yago11k_0.0003 - [INFO] - [E:75| 400]: Train Loss:0.0011848, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:49:26,202 - yago11k_0.0003 - [INFO] - [E:75| 500]: Train Loss:0.0011855, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:50:31,559 - yago11k_0.0003 - [INFO] - [E:75| 600]: Train Loss:0.001186, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:50:31,559 - yago11k_0.0003 - [INFO] - [Epoch:75]: Training Loss:0.001186 + +2023-06-18 16:50:31,786 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 16:50:44,365 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 16:50:56,875 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.38833, Head : 0.22974, Avg : 0.30904 + +2023-06-18 16:50:56,875 - yago11k_0.0003 - [INFO] - [Epoch 75]: Training Loss: 0.001186, Valid MRR: 0.31149, + + + +2023-06-18 16:50:57,560 - yago11k_0.0003 - [INFO] - [E:76| 0]: Train Loss:0.0011682, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:52:03,389 - yago11k_0.0003 - [INFO] - [E:76| 100]: Train Loss:0.0011812, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:53:09,239 - yago11k_0.0003 - [INFO] - [E:76| 200]: Train Loss:0.0011806, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:54:14,843 - yago11k_0.0003 - [INFO] - [E:76| 300]: Train Loss:0.0011824, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:55:20,764 - yago11k_0.0003 - [INFO] - [E:76| 400]: Train Loss:0.0011821, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:56:26,651 - yago11k_0.0003 - [INFO] - [E:76| 500]: Train Loss:0.0011838, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:57:32,000 - yago11k_0.0003 - [INFO] - [E:76| 600]: Train Loss:0.0011844, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:57:32,001 - yago11k_0.0003 - [INFO] - [Epoch:76]: Training Loss:0.001184 + +2023-06-18 16:57:32,229 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 16:57:44,812 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 16:57:57,242 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.38327, Head : 0.23219, Avg : 0.30773 + +2023-06-18 16:57:57,243 - yago11k_0.0003 - [INFO] - [Epoch 76]: Training Loss: 0.0011844, Valid MRR: 0.31149, + + + +2023-06-18 16:57:57,903 - yago11k_0.0003 - [INFO] - [E:77| 0]: Train Loss:0.0011713, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 16:59:03,633 - yago11k_0.0003 - [INFO] - [E:77| 100]: Train Loss:0.0011819, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:00:09,520 - yago11k_0.0003 - [INFO] - [E:77| 200]: Train Loss:0.0011832, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:01:15,341 - yago11k_0.0003 - [INFO] - [E:77| 300]: Train Loss:0.0011823, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:02:21,012 - yago11k_0.0003 - [INFO] - [E:77| 400]: Train Loss:0.0011824, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:03:26,887 - yago11k_0.0003 - [INFO] - [E:77| 500]: Train Loss:0.0011825, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:04:32,308 - yago11k_0.0003 - [INFO] - [E:77| 600]: Train Loss:0.001183, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:04:32,309 - yago11k_0.0003 - [INFO] - [Epoch:77]: Training Loss:0.001183 + +2023-06-18 17:04:32,531 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 17:04:45,046 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 17:04:57,508 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.38608, Head : 0.23198, Avg : 0.30903 + +2023-06-18 17:04:57,508 - yago11k_0.0003 - [INFO] - [Epoch 77]: Training Loss: 0.001183, Valid MRR: 0.31149, + + + +2023-06-18 17:04:58,185 - yago11k_0.0003 - [INFO] - [E:78| 0]: Train Loss:0.001168, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:06:03,830 - yago11k_0.0003 - [INFO] - [E:78| 100]: Train Loss:0.0011786, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:07:09,680 - yago11k_0.0003 - [INFO] - [E:78| 200]: Train Loss:0.0011799, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:08:15,497 - yago11k_0.0003 - [INFO] - [E:78| 300]: Train Loss:0.0011803, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:09:21,132 - yago11k_0.0003 - [INFO] - [E:78| 400]: Train Loss:0.0011803, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:10:26,940 - yago11k_0.0003 - [INFO] - [E:78| 500]: Train Loss:0.0011807, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:11:32,349 - yago11k_0.0003 - [INFO] - [E:78| 600]: Train Loss:0.0011816, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:11:32,350 - yago11k_0.0003 - [INFO] - [Epoch:78]: Training Loss:0.001182 + +2023-06-18 17:11:32,575 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 17:11:45,192 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 17:11:57,691 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.38984, Head : 0.23178, Avg : 0.31081 + +2023-06-18 17:11:57,692 - yago11k_0.0003 - [INFO] - [Epoch 78]: Training Loss: 0.0011816, Valid MRR: 0.31149, + + + +2023-06-18 17:11:58,359 - yago11k_0.0003 - [INFO] - [E:79| 0]: Train Loss:0.0011585, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:13:04,040 - yago11k_0.0003 - [INFO] - [E:79| 100]: Train Loss:0.0011787, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:14:09,739 - yago11k_0.0003 - [INFO] - [E:79| 200]: Train Loss:0.0011783, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:15:15,432 - yago11k_0.0003 - [INFO] - [E:79| 300]: Train Loss:0.0011783, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:16:21,263 - yago11k_0.0003 - [INFO] - [E:79| 400]: Train Loss:0.0011793, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:17:27,115 - yago11k_0.0003 - [INFO] - [E:79| 500]: Train Loss:0.0011802, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:18:32,431 - yago11k_0.0003 - [INFO] - [E:79| 600]: Train Loss:0.0011813, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:18:32,432 - yago11k_0.0003 - [INFO] - [Epoch:79]: Training Loss:0.001181 + +2023-06-18 17:18:32,659 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 17:18:45,229 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 17:18:57,686 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.38428, Head : 0.22927, Avg : 0.30677 + MR: Tail : 614.51, Head : 946.74, Avg : 780.62 + Hit-1: Tail : 0.29258, Head : 0.18811, Avg : 0.24034 + Hit-3: Tail : 0.43026, Head : 0.22492, Avg : 0.32759 + Hit-10: Tail : 0.56641, Head : 0.308, Avg : 0.4372 +2023-06-18 17:18:57,686 - yago11k_0.0003 - [INFO] - [Epoch 79]: Training Loss: 0.0011813, Valid MRR: 0.31149, + + + +2023-06-18 17:18:58,365 - yago11k_0.0003 - [INFO] - [E:80| 0]: Train Loss:0.0011587, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:20:04,100 - yago11k_0.0003 - [INFO] - [E:80| 100]: Train Loss:0.0011758, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:21:09,820 - yago11k_0.0003 - [INFO] - [E:80| 200]: Train Loss:0.0011755, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:22:15,570 - yago11k_0.0003 - [INFO] - [E:80| 300]: Train Loss:0.0011778, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:23:21,427 - yago11k_0.0003 - [INFO] - [E:80| 400]: Train Loss:0.0011788, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:24:27,229 - yago11k_0.0003 - [INFO] - [E:80| 500]: Train Loss:0.0011788, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:25:32,722 - yago11k_0.0003 - [INFO] - [E:80| 600]: Train Loss:0.0011793, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:25:32,722 - yago11k_0.0003 - [INFO] - [Epoch:80]: Training Loss:0.001179 + +2023-06-18 17:25:32,948 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 17:25:45,510 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 17:25:57,979 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.38512, Head : 0.22975, Avg : 0.30744 + +2023-06-18 17:25:57,979 - yago11k_0.0003 - [INFO] - [Epoch 80]: Training Loss: 0.0011793, Valid MRR: 0.31149, + + + +2023-06-18 17:25:58,656 - yago11k_0.0003 - [INFO] - [E:81| 0]: Train Loss:0.00118, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:27:04,407 - yago11k_0.0003 - [INFO] - [E:81| 100]: Train Loss:0.0011764, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:28:10,042 - yago11k_0.0003 - [INFO] - [E:81| 200]: Train Loss:0.0011762, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:29:15,818 - yago11k_0.0003 - [INFO] - [E:81| 300]: Train Loss:0.0011766, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:30:21,810 - yago11k_0.0003 - [INFO] - [E:81| 400]: Train Loss:0.0011769, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:31:27,663 - yago11k_0.0003 - [INFO] - [E:81| 500]: Train Loss:0.0011777, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:32:33,059 - yago11k_0.0003 - [INFO] - [E:81| 600]: Train Loss:0.0011784, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:32:33,060 - yago11k_0.0003 - [INFO] - [Epoch:81]: Training Loss:0.001178 + +2023-06-18 17:32:33,287 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 17:32:45,881 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 17:32:58,338 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.38922, Head : 0.22916, Avg : 0.30919 + +2023-06-18 17:32:58,338 - yago11k_0.0003 - [INFO] - [Epoch 81]: Training Loss: 0.0011784, Valid MRR: 0.31149, + + + +2023-06-18 17:32:59,023 - yago11k_0.0003 - [INFO] - [E:82| 0]: Train Loss:0.0011782, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:34:04,808 - yago11k_0.0003 - [INFO] - [E:82| 100]: Train Loss:0.0011722, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:35:10,488 - yago11k_0.0003 - [INFO] - [E:82| 200]: Train Loss:0.0011737, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:36:16,254 - yago11k_0.0003 - [INFO] - [E:82| 300]: Train Loss:0.0011748, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:37:21,894 - yago11k_0.0003 - [INFO] - [E:82| 400]: Train Loss:0.001176, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:38:27,786 - yago11k_0.0003 - [INFO] - [E:82| 500]: Train Loss:0.0011768, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:39:33,315 - yago11k_0.0003 - [INFO] - [E:82| 600]: Train Loss:0.0011769, Val MRR:0.31149, yago11k_0.0003 +2023-06-18 17:39:33,315 - yago11k_0.0003 - [INFO] - [Epoch:82]: Training Loss:0.001177 + +2023-06-18 17:39:33,542 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 17:39:46,067 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 17:39:58,493 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.39249, Head : 0.23072, Avg : 0.3116 + +2023-06-18 17:39:59,870 - yago11k_0.0003 - [INFO] - [Epoch 82]: Training Loss: 0.0011769, Valid MRR: 0.3116, + + + +2023-06-18 17:40:00,557 - yago11k_0.0003 - [INFO] - [E:83| 0]: Train Loss:0.0011893, Val MRR:0.3116, yago11k_0.0003 +2023-06-18 17:41:06,395 - yago11k_0.0003 - [INFO] - [E:83| 100]: Train Loss:0.0011755, Val MRR:0.3116, yago11k_0.0003 +2023-06-18 17:42:12,223 - yago11k_0.0003 - [INFO] - [E:83| 200]: Train Loss:0.0011736, Val MRR:0.3116, yago11k_0.0003 +2023-06-18 17:43:18,136 - yago11k_0.0003 - [INFO] - [E:83| 300]: Train Loss:0.0011729, Val MRR:0.3116, yago11k_0.0003 +2023-06-18 17:44:23,775 - yago11k_0.0003 - [INFO] - [E:83| 400]: Train Loss:0.001174, Val MRR:0.3116, yago11k_0.0003 +2023-06-18 17:45:29,747 - yago11k_0.0003 - [INFO] - [E:83| 500]: Train Loss:0.0011754, Val MRR:0.3116, yago11k_0.0003 +2023-06-18 17:46:35,224 - yago11k_0.0003 - [INFO] - [E:83| 600]: Train Loss:0.0011758, Val MRR:0.3116, yago11k_0.0003 +2023-06-18 17:46:35,225 - yago11k_0.0003 - [INFO] - [Epoch:83]: Training Loss:0.001176 + +2023-06-18 17:46:35,450 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 17:46:47,984 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 17:47:00,408 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.39498, Head : 0.23149, Avg : 0.31323 + +2023-06-18 17:47:02,066 - yago11k_0.0003 - [INFO] - [Epoch 83]: Training Loss: 0.0011758, Valid MRR: 0.31323, + + + +2023-06-18 17:47:02,742 - yago11k_0.0003 - [INFO] - [E:84| 0]: Train Loss:0.0011504, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:48:08,508 - yago11k_0.0003 - [INFO] - [E:84| 100]: Train Loss:0.0011687, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:49:14,231 - yago11k_0.0003 - [INFO] - [E:84| 200]: Train Loss:0.0011718, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:50:19,901 - yago11k_0.0003 - [INFO] - [E:84| 300]: Train Loss:0.0011727, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:51:25,716 - yago11k_0.0003 - [INFO] - [E:84| 400]: Train Loss:0.0011742, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:52:31,344 - yago11k_0.0003 - [INFO] - [E:84| 500]: Train Loss:0.0011745, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:53:36,723 - yago11k_0.0003 - [INFO] - [E:84| 600]: Train Loss:0.0011754, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:53:36,724 - yago11k_0.0003 - [INFO] - [Epoch:84]: Training Loss:0.001175 + +2023-06-18 17:53:36,950 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 17:53:49,521 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 17:54:01,924 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.3889, Head : 0.23075, Avg : 0.30983 + +2023-06-18 17:54:01,924 - yago11k_0.0003 - [INFO] - [Epoch 84]: Training Loss: 0.0011754, Valid MRR: 0.31323, + + + +2023-06-18 17:54:02,590 - yago11k_0.0003 - [INFO] - [E:85| 0]: Train Loss:0.0011716, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:55:08,436 - yago11k_0.0003 - [INFO] - [E:85| 100]: Train Loss:0.0011708, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:56:14,324 - yago11k_0.0003 - [INFO] - [E:85| 200]: Train Loss:0.0011712, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:57:20,168 - yago11k_0.0003 - [INFO] - [E:85| 300]: Train Loss:0.0011716, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:58:26,162 - yago11k_0.0003 - [INFO] - [E:85| 400]: Train Loss:0.0011725, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 17:59:31,988 - yago11k_0.0003 - [INFO] - [E:85| 500]: Train Loss:0.001173, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:00:37,286 - yago11k_0.0003 - [INFO] - [E:85| 600]: Train Loss:0.0011737, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:00:37,287 - yago11k_0.0003 - [INFO] - [Epoch:85]: Training Loss:0.001174 + +2023-06-18 18:00:37,511 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 18:00:50,049 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 18:01:02,498 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.38972, Head : 0.23144, Avg : 0.31058 + +2023-06-18 18:01:02,498 - yago11k_0.0003 - [INFO] - [Epoch 85]: Training Loss: 0.0011737, Valid MRR: 0.31323, + + + +2023-06-18 18:01:03,175 - yago11k_0.0003 - [INFO] - [E:86| 0]: Train Loss:0.0011806, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:02:08,973 - yago11k_0.0003 - [INFO] - [E:86| 100]: Train Loss:0.0011686, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:03:14,863 - yago11k_0.0003 - [INFO] - [E:86| 200]: Train Loss:0.0011701, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:04:20,556 - yago11k_0.0003 - [INFO] - [E:86| 300]: Train Loss:0.0011711, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:05:26,395 - yago11k_0.0003 - [INFO] - [E:86| 400]: Train Loss:0.001172, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:06:32,282 - yago11k_0.0003 - [INFO] - [E:86| 500]: Train Loss:0.0011723, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:07:37,536 - yago11k_0.0003 - [INFO] - [E:86| 600]: Train Loss:0.0011726, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:07:37,537 - yago11k_0.0003 - [INFO] - [Epoch:86]: Training Loss:0.001173 + +2023-06-18 18:07:37,763 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 18:07:50,332 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 18:08:02,809 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.38454, Head : 0.23022, Avg : 0.30738 + +2023-06-18 18:08:02,810 - yago11k_0.0003 - [INFO] - [Epoch 86]: Training Loss: 0.0011726, Valid MRR: 0.31323, + + + +2023-06-18 18:08:03,486 - yago11k_0.0003 - [INFO] - [E:87| 0]: Train Loss:0.0011699, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:09:09,204 - yago11k_0.0003 - [INFO] - [E:87| 100]: Train Loss:0.0011712, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:10:15,081 - yago11k_0.0003 - [INFO] - [E:87| 200]: Train Loss:0.0011692, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:11:20,759 - yago11k_0.0003 - [INFO] - [E:87| 300]: Train Loss:0.001169, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:12:26,527 - yago11k_0.0003 - [INFO] - [E:87| 400]: Train Loss:0.0011702, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:13:32,338 - yago11k_0.0003 - [INFO] - [E:87| 500]: Train Loss:0.0011708, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:14:37,598 - yago11k_0.0003 - [INFO] - [E:87| 600]: Train Loss:0.0011714, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:14:37,599 - yago11k_0.0003 - [INFO] - [Epoch:87]: Training Loss:0.001171 + +2023-06-18 18:14:37,818 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 18:14:50,411 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 18:15:02,863 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.39286, Head : 0.23102, Avg : 0.31194 + +2023-06-18 18:15:02,863 - yago11k_0.0003 - [INFO] - [Epoch 87]: Training Loss: 0.0011714, Valid MRR: 0.31323, + + + +2023-06-18 18:15:03,531 - yago11k_0.0003 - [INFO] - [E:88| 0]: Train Loss:0.0011501, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:16:09,280 - yago11k_0.0003 - [INFO] - [E:88| 100]: Train Loss:0.0011691, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:17:14,881 - yago11k_0.0003 - [INFO] - [E:88| 200]: Train Loss:0.0011682, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:18:20,746 - yago11k_0.0003 - [INFO] - [E:88| 300]: Train Loss:0.0011692, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:19:26,554 - yago11k_0.0003 - [INFO] - [E:88| 400]: Train Loss:0.0011694, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:20:32,104 - yago11k_0.0003 - [INFO] - [E:88| 500]: Train Loss:0.0011696, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:21:37,413 - yago11k_0.0003 - [INFO] - [E:88| 600]: Train Loss:0.0011712, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:21:37,413 - yago11k_0.0003 - [INFO] - [Epoch:88]: Training Loss:0.001171 + +2023-06-18 18:21:37,637 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 18:21:50,219 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 18:22:02,679 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.38496, Head : 0.23258, Avg : 0.30877 + +2023-06-18 18:22:02,679 - yago11k_0.0003 - [INFO] - [Epoch 88]: Training Loss: 0.0011712, Valid MRR: 0.31323, + + + +2023-06-18 18:22:03,356 - yago11k_0.0003 - [INFO] - [E:89| 0]: Train Loss:0.0011531, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:23:09,132 - yago11k_0.0003 - [INFO] - [E:89| 100]: Train Loss:0.0011644, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:24:14,979 - yago11k_0.0003 - [INFO] - [E:89| 200]: Train Loss:0.0011659, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:25:20,820 - yago11k_0.0003 - [INFO] - [E:89| 300]: Train Loss:0.0011678, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:26:26,585 - yago11k_0.0003 - [INFO] - [E:89| 400]: Train Loss:0.0011689, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:27:32,495 - yago11k_0.0003 - [INFO] - [E:89| 500]: Train Loss:0.0011697, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:28:37,876 - yago11k_0.0003 - [INFO] - [E:89| 600]: Train Loss:0.0011705, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:28:37,877 - yago11k_0.0003 - [INFO] - [Epoch:89]: Training Loss:0.001171 + +2023-06-18 18:28:38,103 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 18:28:50,705 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 18:29:03,118 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.38933, Head : 0.23287, Avg : 0.3111 + MR: Tail : 683.06, Head : 940.89, Avg : 811.97 + Hit-1: Tail : 0.30147, Head : 0.1895, Avg : 0.24548 + Hit-3: Tail : 0.43318, Head : 0.22909, Avg : 0.33113 + Hit-10: Tail : 0.56655, Head : 0.31731, Avg : 0.44193 +2023-06-18 18:29:03,119 - yago11k_0.0003 - [INFO] - [Epoch 89]: Training Loss: 0.0011705, Valid MRR: 0.31323, + + + +2023-06-18 18:29:03,799 - yago11k_0.0003 - [INFO] - [E:90| 0]: Train Loss:0.0011372, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:30:09,450 - yago11k_0.0003 - [INFO] - [E:90| 100]: Train Loss:0.0011653, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:31:15,265 - yago11k_0.0003 - [INFO] - [E:90| 200]: Train Loss:0.001167, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:32:21,133 - yago11k_0.0003 - [INFO] - [E:90| 300]: Train Loss:0.0011678, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:33:26,835 - yago11k_0.0003 - [INFO] - [E:90| 400]: Train Loss:0.0011695, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:34:32,654 - yago11k_0.0003 - [INFO] - [E:90| 500]: Train Loss:0.0011704, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:35:38,169 - yago11k_0.0003 - [INFO] - [E:90| 600]: Train Loss:0.00117, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:35:38,170 - yago11k_0.0003 - [INFO] - [Epoch:90]: Training Loss:0.00117 + +2023-06-18 18:35:38,393 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 18:35:50,921 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 18:36:03,274 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.39015, Head : 0.22957, Avg : 0.30986 + +2023-06-18 18:36:03,274 - yago11k_0.0003 - [INFO] - [Epoch 90]: Training Loss: 0.00117, Valid MRR: 0.31323, + + + +2023-06-18 18:36:03,944 - yago11k_0.0003 - [INFO] - [E:91| 0]: Train Loss:0.0011629, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:37:09,783 - yago11k_0.0003 - [INFO] - [E:91| 100]: Train Loss:0.0011658, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:38:15,636 - yago11k_0.0003 - [INFO] - [E:91| 200]: Train Loss:0.0011671, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:39:21,516 - yago11k_0.0003 - [INFO] - [E:91| 300]: Train Loss:0.0011672, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:40:27,186 - yago11k_0.0003 - [INFO] - [E:91| 400]: Train Loss:0.001167, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:41:32,720 - yago11k_0.0003 - [INFO] - [E:91| 500]: Train Loss:0.0011678, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:42:36,524 - yago11k_0.0003 - [INFO] - [E:91| 600]: Train Loss:0.0011684, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:42:36,525 - yago11k_0.0003 - [INFO] - [Epoch:91]: Training Loss:0.001168 + +2023-06-18 18:42:36,744 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 18:42:49,019 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 18:43:01,106 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.39142, Head : 0.2295, Avg : 0.31046 + +2023-06-18 18:43:01,106 - yago11k_0.0003 - [INFO] - [Epoch 91]: Training Loss: 0.0011684, Valid MRR: 0.31323, + + + +2023-06-18 18:43:01,755 - yago11k_0.0003 - [INFO] - [E:92| 0]: Train Loss:0.0011606, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:44:05,989 - yago11k_0.0003 - [INFO] - [E:92| 100]: Train Loss:0.001164, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:45:10,217 - yago11k_0.0003 - [INFO] - [E:92| 200]: Train Loss:0.0011652, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:46:14,449 - yago11k_0.0003 - [INFO] - [E:92| 300]: Train Loss:0.001166, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:47:18,658 - yago11k_0.0003 - [INFO] - [E:92| 400]: Train Loss:0.0011667, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:48:22,840 - yago11k_0.0003 - [INFO] - [E:92| 500]: Train Loss:0.0011668, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:49:26,625 - yago11k_0.0003 - [INFO] - [E:92| 600]: Train Loss:0.0011671, Val MRR:0.31323, yago11k_0.0003 +2023-06-18 18:49:26,625 - yago11k_0.0003 - [INFO] - [Epoch:92]: Training Loss:0.001167 + +2023-06-18 18:49:26,844 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 18:49:39,105 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 18:49:51,194 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.39641, Head : 0.23284, Avg : 0.31462 + +2023-06-18 18:49:52,155 - yago11k_0.0003 - [INFO] - [Epoch 92]: Training Loss: 0.0011671, Valid MRR: 0.31462, + + + +2023-06-18 18:49:52,800 - yago11k_0.0003 - [INFO] - [E:93| 0]: Train Loss:0.001166, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:50:56,955 - yago11k_0.0003 - [INFO] - [E:93| 100]: Train Loss:0.0011661, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:52:01,108 - yago11k_0.0003 - [INFO] - [E:93| 200]: Train Loss:0.0011634, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:53:05,286 - yago11k_0.0003 - [INFO] - [E:93| 300]: Train Loss:0.0011644, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:54:09,457 - yago11k_0.0003 - [INFO] - [E:93| 400]: Train Loss:0.0011663, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:55:13,585 - yago11k_0.0003 - [INFO] - [E:93| 500]: Train Loss:0.0011674, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:56:17,318 - yago11k_0.0003 - [INFO] - [E:93| 600]: Train Loss:0.0011672, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:56:17,318 - yago11k_0.0003 - [INFO] - [Epoch:93]: Training Loss:0.001167 + +2023-06-18 18:56:17,536 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 18:56:29,793 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 18:56:41,877 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.39445, Head : 0.23153, Avg : 0.31299 + +2023-06-18 18:56:41,877 - yago11k_0.0003 - [INFO] - [Epoch 93]: Training Loss: 0.0011672, Valid MRR: 0.31462, + + + +2023-06-18 18:56:42,525 - yago11k_0.0003 - [INFO] - [E:94| 0]: Train Loss:0.0011434, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:57:46,713 - yago11k_0.0003 - [INFO] - [E:94| 100]: Train Loss:0.0011617, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:58:50,904 - yago11k_0.0003 - [INFO] - [E:94| 200]: Train Loss:0.0011639, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 18:59:55,080 - yago11k_0.0003 - [INFO] - [E:94| 300]: Train Loss:0.0011639, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:00:59,266 - yago11k_0.0003 - [INFO] - [E:94| 400]: Train Loss:0.0011645, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:02:03,418 - yago11k_0.0003 - [INFO] - [E:94| 500]: Train Loss:0.001166, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:03:07,172 - yago11k_0.0003 - [INFO] - [E:94| 600]: Train Loss:0.001166, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:03:07,173 - yago11k_0.0003 - [INFO] - [Epoch:94]: Training Loss:0.001166 + +2023-06-18 19:03:07,391 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 19:03:19,652 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 19:03:31,745 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.39043, Head : 0.23096, Avg : 0.3107 + +2023-06-18 19:03:31,745 - yago11k_0.0003 - [INFO] - [Epoch 94]: Training Loss: 0.001166, Valid MRR: 0.31462, + + + +2023-06-18 19:03:32,392 - yago11k_0.0003 - [INFO] - [E:95| 0]: Train Loss:0.001132, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:04:36,586 - yago11k_0.0003 - [INFO] - [E:95| 100]: Train Loss:0.0011603, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:05:40,758 - yago11k_0.0003 - [INFO] - [E:95| 200]: Train Loss:0.0011612, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:06:44,960 - yago11k_0.0003 - [INFO] - [E:95| 300]: Train Loss:0.0011621, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:07:49,136 - yago11k_0.0003 - [INFO] - [E:95| 400]: Train Loss:0.0011635, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:08:53,316 - yago11k_0.0003 - [INFO] - [E:95| 500]: Train Loss:0.0011642, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:09:57,017 - yago11k_0.0003 - [INFO] - [E:95| 600]: Train Loss:0.0011649, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:09:57,017 - yago11k_0.0003 - [INFO] - [Epoch:95]: Training Loss:0.001165 + +2023-06-18 19:09:57,236 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 19:10:09,486 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 19:10:21,568 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.39211, Head : 0.23179, Avg : 0.31195 + +2023-06-18 19:10:21,568 - yago11k_0.0003 - [INFO] - [Epoch 95]: Training Loss: 0.0011649, Valid MRR: 0.31462, + + + +2023-06-18 19:10:22,216 - yago11k_0.0003 - [INFO] - [E:96| 0]: Train Loss:0.0011556, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:11:26,356 - yago11k_0.0003 - [INFO] - [E:96| 100]: Train Loss:0.0011604, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:12:30,503 - yago11k_0.0003 - [INFO] - [E:96| 200]: Train Loss:0.0011619, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:13:34,655 - yago11k_0.0003 - [INFO] - [E:96| 300]: Train Loss:0.001162, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:14:38,825 - yago11k_0.0003 - [INFO] - [E:96| 400]: Train Loss:0.0011634, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:15:42,999 - yago11k_0.0003 - [INFO] - [E:96| 500]: Train Loss:0.001165, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:16:46,729 - yago11k_0.0003 - [INFO] - [E:96| 600]: Train Loss:0.0011652, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:16:46,729 - yago11k_0.0003 - [INFO] - [Epoch:96]: Training Loss:0.001165 + +2023-06-18 19:16:46,948 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 19:16:59,206 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 19:17:11,295 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.38323, Head : 0.23193, Avg : 0.30758 + +2023-06-18 19:17:11,295 - yago11k_0.0003 - [INFO] - [Epoch 96]: Training Loss: 0.0011652, Valid MRR: 0.31462, + + + +2023-06-18 19:17:11,943 - yago11k_0.0003 - [INFO] - [E:97| 0]: Train Loss:0.0011626, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:18:16,123 - yago11k_0.0003 - [INFO] - [E:97| 100]: Train Loss:0.0011625, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:19:20,306 - yago11k_0.0003 - [INFO] - [E:97| 200]: Train Loss:0.0011626, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:20:24,462 - yago11k_0.0003 - [INFO] - [E:97| 300]: Train Loss:0.0011625, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:21:28,615 - yago11k_0.0003 - [INFO] - [E:97| 400]: Train Loss:0.0011627, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:22:32,781 - yago11k_0.0003 - [INFO] - [E:97| 500]: Train Loss:0.0011625, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:23:36,521 - yago11k_0.0003 - [INFO] - [E:97| 600]: Train Loss:0.0011631, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:23:36,521 - yago11k_0.0003 - [INFO] - [Epoch:97]: Training Loss:0.001163 + +2023-06-18 19:23:36,740 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 19:23:48,992 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 19:24:01,094 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.39047, Head : 0.23038, Avg : 0.31043 + +2023-06-18 19:24:01,094 - yago11k_0.0003 - [INFO] - [Epoch 97]: Training Loss: 0.0011631, Valid MRR: 0.31462, + + + +2023-06-18 19:24:01,745 - yago11k_0.0003 - [INFO] - [E:98| 0]: Train Loss:0.0011617, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:25:05,916 - yago11k_0.0003 - [INFO] - [E:98| 100]: Train Loss:0.0011628, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:26:10,079 - yago11k_0.0003 - [INFO] - [E:98| 200]: Train Loss:0.0011602, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:27:14,272 - yago11k_0.0003 - [INFO] - [E:98| 300]: Train Loss:0.0011611, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:28:18,467 - yago11k_0.0003 - [INFO] - [E:98| 400]: Train Loss:0.0011609, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:29:22,661 - yago11k_0.0003 - [INFO] - [E:98| 500]: Train Loss:0.0011617, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:30:26,389 - yago11k_0.0003 - [INFO] - [E:98| 600]: Train Loss:0.0011621, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:30:26,390 - yago11k_0.0003 - [INFO] - [Epoch:98]: Training Loss:0.001162 + +2023-06-18 19:30:26,607 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 19:30:38,865 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 19:30:50,965 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.39646, Head : 0.22861, Avg : 0.31254 + +2023-06-18 19:30:50,965 - yago11k_0.0003 - [INFO] - [Epoch 98]: Training Loss: 0.0011621, Valid MRR: 0.31462, + + + +2023-06-18 19:30:51,612 - yago11k_0.0003 - [INFO] - [E:99| 0]: Train Loss:0.0011666, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:31:55,810 - yago11k_0.0003 - [INFO] - [E:99| 100]: Train Loss:0.0011609, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:33:00,018 - yago11k_0.0003 - [INFO] - [E:99| 200]: Train Loss:0.001159, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:34:04,206 - yago11k_0.0003 - [INFO] - [E:99| 300]: Train Loss:0.0011602, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:35:08,407 - yago11k_0.0003 - [INFO] - [E:99| 400]: Train Loss:0.0011613, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:36:12,621 - yago11k_0.0003 - [INFO] - [E:99| 500]: Train Loss:0.0011621, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:37:16,401 - yago11k_0.0003 - [INFO] - [E:99| 600]: Train Loss:0.0011625, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:37:16,401 - yago11k_0.0003 - [INFO] - [Epoch:99]: Training Loss:0.001162 + +2023-06-18 19:37:16,620 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 19:37:28,891 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 19:37:40,981 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.39374, Head : 0.23131, Avg : 0.31253 + MR: Tail : 693.9, Head : 997.96, Avg : 845.93 + Hit-1: Tail : 0.31189, Head : 0.19116, Avg : 0.25153 + Hit-3: Tail : 0.42665, Head : 0.22645, Avg : 0.32655 + Hit-10: Tail : 0.56016, Head : 0.30731, Avg : 0.43373 +2023-06-18 19:37:40,981 - yago11k_0.0003 - [INFO] - [Epoch 99]: Training Loss: 0.0011625, Valid MRR: 0.31462, + + + +2023-06-18 19:37:41,630 - yago11k_0.0003 - [INFO] - [E:100| 0]: Train Loss:0.0011773, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:38:45,830 - yago11k_0.0003 - [INFO] - [E:100| 100]: Train Loss:0.00116, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:39:50,059 - yago11k_0.0003 - [INFO] - [E:100| 200]: Train Loss:0.0011593, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:40:54,287 - yago11k_0.0003 - [INFO] - [E:100| 300]: Train Loss:0.0011608, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:41:58,489 - yago11k_0.0003 - [INFO] - [E:100| 400]: Train Loss:0.0011606, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:43:02,708 - yago11k_0.0003 - [INFO] - [E:100| 500]: Train Loss:0.0011609, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:44:06,492 - yago11k_0.0003 - [INFO] - [E:100| 600]: Train Loss:0.0011611, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:44:06,493 - yago11k_0.0003 - [INFO] - [Epoch:100]: Training Loss:0.001161 + +2023-06-18 19:44:06,712 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 19:44:18,989 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 19:44:31,082 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.39793, Head : 0.23012, Avg : 0.31403 + +2023-06-18 19:44:31,082 - yago11k_0.0003 - [INFO] - [Epoch 100]: Training Loss: 0.0011611, Valid MRR: 0.31462, + + + +2023-06-18 19:44:31,728 - yago11k_0.0003 - [INFO] - [E:101| 0]: Train Loss:0.0011493, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:45:35,948 - yago11k_0.0003 - [INFO] - [E:101| 100]: Train Loss:0.0011596, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:46:40,167 - yago11k_0.0003 - [INFO] - [E:101| 200]: Train Loss:0.0011594, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:47:44,395 - yago11k_0.0003 - [INFO] - [E:101| 300]: Train Loss:0.0011592, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:48:48,623 - yago11k_0.0003 - [INFO] - [E:101| 400]: Train Loss:0.0011597, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:49:52,831 - yago11k_0.0003 - [INFO] - [E:101| 500]: Train Loss:0.0011602, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:50:56,589 - yago11k_0.0003 - [INFO] - [E:101| 600]: Train Loss:0.0011606, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:50:56,590 - yago11k_0.0003 - [INFO] - [Epoch:101]: Training Loss:0.001161 + +2023-06-18 19:50:56,808 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 19:51:09,068 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 19:51:21,158 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.39194, Head : 0.23243, Avg : 0.31218 + +2023-06-18 19:51:21,159 - yago11k_0.0003 - [INFO] - [Epoch 101]: Training Loss: 0.0011606, Valid MRR: 0.31462, + + + +2023-06-18 19:51:21,806 - yago11k_0.0003 - [INFO] - [E:102| 0]: Train Loss:0.0011616, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:52:26,039 - yago11k_0.0003 - [INFO] - [E:102| 100]: Train Loss:0.0011559, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:53:30,280 - yago11k_0.0003 - [INFO] - [E:102| 200]: Train Loss:0.0011581, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:54:34,493 - yago11k_0.0003 - [INFO] - [E:102| 300]: Train Loss:0.0011592, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:55:38,703 - yago11k_0.0003 - [INFO] - [E:102| 400]: Train Loss:0.0011586, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:56:42,896 - yago11k_0.0003 - [INFO] - [E:102| 500]: Train Loss:0.0011592, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:57:46,658 - yago11k_0.0003 - [INFO] - [E:102| 600]: Train Loss:0.00116, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:57:46,659 - yago11k_0.0003 - [INFO] - [Epoch:102]: Training Loss:0.00116 + +2023-06-18 19:57:46,877 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 19:57:59,135 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 19:58:11,230 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.39209, Head : 0.23192, Avg : 0.31201 + +2023-06-18 19:58:11,230 - yago11k_0.0003 - [INFO] - [Epoch 102]: Training Loss: 0.00116, Valid MRR: 0.31462, + + + +2023-06-18 19:58:11,877 - yago11k_0.0003 - [INFO] - [E:103| 0]: Train Loss:0.001163, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 19:59:16,099 - yago11k_0.0003 - [INFO] - [E:103| 100]: Train Loss:0.0011573, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:00:20,354 - yago11k_0.0003 - [INFO] - [E:103| 200]: Train Loss:0.0011572, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:01:24,557 - yago11k_0.0003 - [INFO] - [E:103| 300]: Train Loss:0.0011576, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:02:28,776 - yago11k_0.0003 - [INFO] - [E:103| 400]: Train Loss:0.001158, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:03:33,009 - yago11k_0.0003 - [INFO] - [E:103| 500]: Train Loss:0.0011583, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:04:36,801 - yago11k_0.0003 - [INFO] - [E:103| 600]: Train Loss:0.0011588, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:04:36,802 - yago11k_0.0003 - [INFO] - [Epoch:103]: Training Loss:0.001159 + +2023-06-18 20:04:37,021 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 20:04:49,280 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 20:05:01,372 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.38843, Head : 0.22978, Avg : 0.3091 + +2023-06-18 20:05:01,372 - yago11k_0.0003 - [INFO] - [Epoch 103]: Training Loss: 0.0011588, Valid MRR: 0.31462, + + + +2023-06-18 20:05:02,019 - yago11k_0.0003 - [INFO] - [E:104| 0]: Train Loss:0.0011273, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:06:06,240 - yago11k_0.0003 - [INFO] - [E:104| 100]: Train Loss:0.0011549, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:07:10,458 - yago11k_0.0003 - [INFO] - [E:104| 200]: Train Loss:0.0011563, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:08:14,648 - yago11k_0.0003 - [INFO] - [E:104| 300]: Train Loss:0.0011573, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:09:18,868 - yago11k_0.0003 - [INFO] - [E:104| 400]: Train Loss:0.0011573, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:10:23,090 - yago11k_0.0003 - [INFO] - [E:104| 500]: Train Loss:0.0011574, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:11:26,859 - yago11k_0.0003 - [INFO] - [E:104| 600]: Train Loss:0.0011583, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:11:26,860 - yago11k_0.0003 - [INFO] - [Epoch:104]: Training Loss:0.001158 + +2023-06-18 20:11:27,079 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 20:11:39,339 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 20:11:51,429 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.38982, Head : 0.22977, Avg : 0.3098 + +2023-06-18 20:11:51,430 - yago11k_0.0003 - [INFO] - [Epoch 104]: Training Loss: 0.0011583, Valid MRR: 0.31462, + + + +2023-06-18 20:11:52,077 - yago11k_0.0003 - [INFO] - [E:105| 0]: Train Loss:0.0012011, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:12:56,299 - yago11k_0.0003 - [INFO] - [E:105| 100]: Train Loss:0.0011582, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:14:00,527 - yago11k_0.0003 - [INFO] - [E:105| 200]: Train Loss:0.0011572, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:15:04,733 - yago11k_0.0003 - [INFO] - [E:105| 300]: Train Loss:0.0011569, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:16:08,933 - yago11k_0.0003 - [INFO] - [E:105| 400]: Train Loss:0.001157, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:17:13,140 - yago11k_0.0003 - [INFO] - [E:105| 500]: Train Loss:0.0011577, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:18:16,908 - yago11k_0.0003 - [INFO] - [E:105| 600]: Train Loss:0.001158, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:18:16,909 - yago11k_0.0003 - [INFO] - [Epoch:105]: Training Loss:0.001158 + +2023-06-18 20:18:17,127 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 20:18:29,392 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 20:18:41,486 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.38748, Head : 0.22838, Avg : 0.30793 + +2023-06-18 20:18:41,486 - yago11k_0.0003 - [INFO] - [Epoch 105]: Training Loss: 0.001158, Valid MRR: 0.31462, + + + +2023-06-18 20:18:42,133 - yago11k_0.0003 - [INFO] - [E:106| 0]: Train Loss:0.001145, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:19:46,346 - yago11k_0.0003 - [INFO] - [E:106| 100]: Train Loss:0.0011542, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:20:50,598 - yago11k_0.0003 - [INFO] - [E:106| 200]: Train Loss:0.0011552, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:21:54,814 - yago11k_0.0003 - [INFO] - [E:106| 300]: Train Loss:0.0011552, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:22:59,025 - yago11k_0.0003 - [INFO] - [E:106| 400]: Train Loss:0.0011574, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:24:03,237 - yago11k_0.0003 - [INFO] - [E:106| 500]: Train Loss:0.0011575, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:25:06,998 - yago11k_0.0003 - [INFO] - [E:106| 600]: Train Loss:0.0011572, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:25:06,999 - yago11k_0.0003 - [INFO] - [Epoch:106]: Training Loss:0.001157 + +2023-06-18 20:25:07,217 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 20:25:19,479 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 20:25:31,580 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.39329, Head : 0.2326, Avg : 0.31295 + +2023-06-18 20:25:31,580 - yago11k_0.0003 - [INFO] - [Epoch 106]: Training Loss: 0.0011572, Valid MRR: 0.31462, + + + +2023-06-18 20:25:32,229 - yago11k_0.0003 - [INFO] - [E:107| 0]: Train Loss:0.0011414, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:26:36,463 - yago11k_0.0003 - [INFO] - [E:107| 100]: Train Loss:0.0011526, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:27:40,660 - yago11k_0.0003 - [INFO] - [E:107| 200]: Train Loss:0.0011522, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:28:44,869 - yago11k_0.0003 - [INFO] - [E:107| 300]: Train Loss:0.0011535, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:29:49,082 - yago11k_0.0003 - [INFO] - [E:107| 400]: Train Loss:0.0011548, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:30:53,270 - yago11k_0.0003 - [INFO] - [E:107| 500]: Train Loss:0.0011554, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:31:57,014 - yago11k_0.0003 - [INFO] - [E:107| 600]: Train Loss:0.001156, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:31:57,014 - yago11k_0.0003 - [INFO] - [Epoch:107]: Training Loss:0.001156 + +2023-06-18 20:31:57,233 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 20:32:09,490 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 20:32:21,599 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.38893, Head : 0.23068, Avg : 0.30981 + +2023-06-18 20:32:21,599 - yago11k_0.0003 - [INFO] - [Epoch 107]: Training Loss: 0.001156, Valid MRR: 0.31462, + + + +2023-06-18 20:32:22,248 - yago11k_0.0003 - [INFO] - [E:108| 0]: Train Loss:0.0011996, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:33:26,434 - yago11k_0.0003 - [INFO] - [E:108| 100]: Train Loss:0.0011545, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:34:30,645 - yago11k_0.0003 - [INFO] - [E:108| 200]: Train Loss:0.0011542, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:35:34,840 - yago11k_0.0003 - [INFO] - [E:108| 300]: Train Loss:0.0011541, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:36:39,037 - yago11k_0.0003 - [INFO] - [E:108| 400]: Train Loss:0.0011551, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:37:43,212 - yago11k_0.0003 - [INFO] - [E:108| 500]: Train Loss:0.0011555, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:38:46,973 - yago11k_0.0003 - [INFO] - [E:108| 600]: Train Loss:0.0011556, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:38:46,973 - yago11k_0.0003 - [INFO] - [Epoch:108]: Training Loss:0.001156 + +2023-06-18 20:38:47,192 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 20:38:59,465 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 20:39:11,557 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.39777, Head : 0.22979, Avg : 0.31378 + +2023-06-18 20:39:11,558 - yago11k_0.0003 - [INFO] - [Epoch 108]: Training Loss: 0.0011556, Valid MRR: 0.31462, + + + +2023-06-18 20:39:12,204 - yago11k_0.0003 - [INFO] - [E:109| 0]: Train Loss:0.0012506, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:40:16,405 - yago11k_0.0003 - [INFO] - [E:109| 100]: Train Loss:0.001155, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:41:20,569 - yago11k_0.0003 - [INFO] - [E:109| 200]: Train Loss:0.0011541, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:42:24,762 - yago11k_0.0003 - [INFO] - [E:109| 300]: Train Loss:0.0011542, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:43:28,922 - yago11k_0.0003 - [INFO] - [E:109| 400]: Train Loss:0.0011554, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:44:33,090 - yago11k_0.0003 - [INFO] - [E:109| 500]: Train Loss:0.0011551, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:45:36,828 - yago11k_0.0003 - [INFO] - [E:109| 600]: Train Loss:0.0011557, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:45:36,828 - yago11k_0.0003 - [INFO] - [Epoch:109]: Training Loss:0.001156 + +2023-06-18 20:45:37,047 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 20:45:49,322 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 20:46:01,417 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.39118, Head : 0.22774, Avg : 0.30946 + MR: Tail : 712.25, Head : 1021.4, Avg : 866.84 + Hit-1: Tail : 0.30564, Head : 0.18672, Avg : 0.24618 + Hit-3: Tail : 0.43109, Head : 0.22506, Avg : 0.32808 + Hit-10: Tail : 0.55807, Head : 0.3037, Avg : 0.43088 +2023-06-18 20:46:01,417 - yago11k_0.0003 - [INFO] - [Epoch 109]: Training Loss: 0.0011557, Valid MRR: 0.31462, + + + +2023-06-18 20:46:02,063 - yago11k_0.0003 - [INFO] - [E:110| 0]: Train Loss:0.0011269, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:47:06,258 - yago11k_0.0003 - [INFO] - [E:110| 100]: Train Loss:0.0011505, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:48:10,449 - yago11k_0.0003 - [INFO] - [E:110| 200]: Train Loss:0.0011527, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:49:14,675 - yago11k_0.0003 - [INFO] - [E:110| 300]: Train Loss:0.0011529, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:50:18,863 - yago11k_0.0003 - [INFO] - [E:110| 400]: Train Loss:0.0011534, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:51:23,049 - yago11k_0.0003 - [INFO] - [E:110| 500]: Train Loss:0.0011538, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:52:26,835 - yago11k_0.0003 - [INFO] - [E:110| 600]: Train Loss:0.0011542, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:52:26,835 - yago11k_0.0003 - [INFO] - [Epoch:110]: Training Loss:0.001154 + +2023-06-18 20:52:27,054 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 20:52:39,316 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 20:52:51,406 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.39181, Head : 0.23272, Avg : 0.31226 + +2023-06-18 20:52:51,406 - yago11k_0.0003 - [INFO] - [Epoch 110]: Training Loss: 0.0011542, Valid MRR: 0.31462, + + + +2023-06-18 20:52:52,054 - yago11k_0.0003 - [INFO] - [E:111| 0]: Train Loss:0.0011421, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:53:56,260 - yago11k_0.0003 - [INFO] - [E:111| 100]: Train Loss:0.0011508, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:55:00,432 - yago11k_0.0003 - [INFO] - [E:111| 200]: Train Loss:0.0011495, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:56:04,640 - yago11k_0.0003 - [INFO] - [E:111| 300]: Train Loss:0.0011508, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:57:08,807 - yago11k_0.0003 - [INFO] - [E:111| 400]: Train Loss:0.0011527, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:58:12,976 - yago11k_0.0003 - [INFO] - [E:111| 500]: Train Loss:0.0011534, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:59:16,739 - yago11k_0.0003 - [INFO] - [E:111| 600]: Train Loss:0.0011531, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 20:59:16,739 - yago11k_0.0003 - [INFO] - [Epoch:111]: Training Loss:0.001153 + +2023-06-18 20:59:16,958 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 20:59:29,222 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 20:59:41,317 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.38692, Head : 0.23039, Avg : 0.30866 + +2023-06-18 20:59:41,317 - yago11k_0.0003 - [INFO] - [Epoch 111]: Training Loss: 0.0011531, Valid MRR: 0.31462, + + + +2023-06-18 20:59:41,964 - yago11k_0.0003 - [INFO] - [E:112| 0]: Train Loss:0.0011557, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:00:46,131 - yago11k_0.0003 - [INFO] - [E:112| 100]: Train Loss:0.0011494, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:01:50,330 - yago11k_0.0003 - [INFO] - [E:112| 200]: Train Loss:0.0011499, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:02:54,525 - yago11k_0.0003 - [INFO] - [E:112| 300]: Train Loss:0.0011518, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:03:58,686 - yago11k_0.0003 - [INFO] - [E:112| 400]: Train Loss:0.001152, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:05:02,860 - yago11k_0.0003 - [INFO] - [E:112| 500]: Train Loss:0.001152, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:06:06,602 - yago11k_0.0003 - [INFO] - [E:112| 600]: Train Loss:0.0011526, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:06:06,602 - yago11k_0.0003 - [INFO] - [Epoch:112]: Training Loss:0.001153 + +2023-06-18 21:06:06,822 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 21:06:19,091 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 21:06:31,184 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.39215, Head : 0.22838, Avg : 0.31026 + +2023-06-18 21:06:31,184 - yago11k_0.0003 - [INFO] - [Epoch 112]: Training Loss: 0.0011526, Valid MRR: 0.31462, + + + +2023-06-18 21:06:31,832 - yago11k_0.0003 - [INFO] - [E:113| 0]: Train Loss:0.0011595, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:07:35,980 - yago11k_0.0003 - [INFO] - [E:113| 100]: Train Loss:0.0011513, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:08:40,199 - yago11k_0.0003 - [INFO] - [E:113| 200]: Train Loss:0.0011512, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:09:44,414 - yago11k_0.0003 - [INFO] - [E:113| 300]: Train Loss:0.0011511, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:10:48,591 - yago11k_0.0003 - [INFO] - [E:113| 400]: Train Loss:0.001152, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:11:52,755 - yago11k_0.0003 - [INFO] - [E:113| 500]: Train Loss:0.0011519, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:12:56,486 - yago11k_0.0003 - [INFO] - [E:113| 600]: Train Loss:0.0011522, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:12:56,486 - yago11k_0.0003 - [INFO] - [Epoch:113]: Training Loss:0.001152 + +2023-06-18 21:12:56,705 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 21:13:08,967 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 21:13:21,054 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.39676, Head : 0.23119, Avg : 0.31398 + +2023-06-18 21:13:21,054 - yago11k_0.0003 - [INFO] - [Epoch 113]: Training Loss: 0.0011522, Valid MRR: 0.31462, + + + +2023-06-18 21:13:21,700 - yago11k_0.0003 - [INFO] - [E:114| 0]: Train Loss:0.001144, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:14:25,908 - yago11k_0.0003 - [INFO] - [E:114| 100]: Train Loss:0.0011496, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:15:30,078 - yago11k_0.0003 - [INFO] - [E:114| 200]: Train Loss:0.0011494, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:16:34,290 - yago11k_0.0003 - [INFO] - [E:114| 300]: Train Loss:0.0011498, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:17:38,514 - yago11k_0.0003 - [INFO] - [E:114| 400]: Train Loss:0.0011508, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:18:42,693 - yago11k_0.0003 - [INFO] - [E:114| 500]: Train Loss:0.0011512, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:19:46,469 - yago11k_0.0003 - [INFO] - [E:114| 600]: Train Loss:0.0011517, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:19:46,469 - yago11k_0.0003 - [INFO] - [Epoch:114]: Training Loss:0.001152 + +2023-06-18 21:19:46,688 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 21:19:58,954 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 21:20:11,050 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.39187, Head : 0.2285, Avg : 0.31018 + +2023-06-18 21:20:11,050 - yago11k_0.0003 - [INFO] - [Epoch 114]: Training Loss: 0.0011517, Valid MRR: 0.31462, + + + +2023-06-18 21:20:11,697 - yago11k_0.0003 - [INFO] - [E:115| 0]: Train Loss:0.0011488, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:21:15,888 - yago11k_0.0003 - [INFO] - [E:115| 100]: Train Loss:0.0011516, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:22:20,087 - yago11k_0.0003 - [INFO] - [E:115| 200]: Train Loss:0.0011501, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:23:24,273 - yago11k_0.0003 - [INFO] - [E:115| 300]: Train Loss:0.0011505, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:24:28,479 - yago11k_0.0003 - [INFO] - [E:115| 400]: Train Loss:0.0011502, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:25:32,692 - yago11k_0.0003 - [INFO] - [E:115| 500]: Train Loss:0.001151, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:26:36,455 - yago11k_0.0003 - [INFO] - [E:115| 600]: Train Loss:0.0011508, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:26:36,456 - yago11k_0.0003 - [INFO] - [Epoch:115]: Training Loss:0.001151 + +2023-06-18 21:26:36,674 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 21:26:48,933 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 21:27:01,027 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.39948, Head : 0.22972, Avg : 0.3146 + +2023-06-18 21:27:01,027 - yago11k_0.0003 - [INFO] - [Epoch 115]: Training Loss: 0.0011508, Valid MRR: 0.31462, + + + +2023-06-18 21:27:01,675 - yago11k_0.0003 - [INFO] - [E:116| 0]: Train Loss:0.0011248, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:28:05,853 - yago11k_0.0003 - [INFO] - [E:116| 100]: Train Loss:0.0011487, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:29:10,043 - yago11k_0.0003 - [INFO] - [E:116| 200]: Train Loss:0.0011487, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:30:14,228 - yago11k_0.0003 - [INFO] - [E:116| 300]: Train Loss:0.0011493, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:31:18,423 - yago11k_0.0003 - [INFO] - [E:116| 400]: Train Loss:0.0011503, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:32:22,614 - yago11k_0.0003 - [INFO] - [E:116| 500]: Train Loss:0.0011509, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:33:26,396 - yago11k_0.0003 - [INFO] - [E:116| 600]: Train Loss:0.001151, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:33:26,396 - yago11k_0.0003 - [INFO] - [Epoch:116]: Training Loss:0.001151 + +2023-06-18 21:33:26,615 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 21:33:38,872 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 21:33:50,980 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.39659, Head : 0.23247, Avg : 0.31453 + +2023-06-18 21:33:50,980 - yago11k_0.0003 - [INFO] - [Epoch 116]: Training Loss: 0.001151, Valid MRR: 0.31462, + + + +2023-06-18 21:33:51,626 - yago11k_0.0003 - [INFO] - [E:117| 0]: Train Loss:0.0011512, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:34:55,834 - yago11k_0.0003 - [INFO] - [E:117| 100]: Train Loss:0.0011466, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:36:00,024 - yago11k_0.0003 - [INFO] - [E:117| 200]: Train Loss:0.0011476, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:37:04,203 - yago11k_0.0003 - [INFO] - [E:117| 300]: Train Loss:0.0011484, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:38:08,398 - yago11k_0.0003 - [INFO] - [E:117| 400]: Train Loss:0.0011494, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:39:12,566 - yago11k_0.0003 - [INFO] - [E:117| 500]: Train Loss:0.0011495, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:40:16,327 - yago11k_0.0003 - [INFO] - [E:117| 600]: Train Loss:0.00115, Val MRR:0.31462, yago11k_0.0003 +2023-06-18 21:40:16,327 - yago11k_0.0003 - [INFO] - [Epoch:117]: Training Loss:0.00115 + +2023-06-18 21:40:16,546 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 21:40:28,823 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 21:40:40,921 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40112, Head : 0.23031, Avg : 0.31571 + +2023-06-18 21:40:41,876 - yago11k_0.0003 - [INFO] - [Epoch 117]: Training Loss: 0.00115, Valid MRR: 0.31571, + + + +2023-06-18 21:40:42,523 - yago11k_0.0003 - [INFO] - [E:118| 0]: Train Loss:0.001184, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:41:46,721 - yago11k_0.0003 - [INFO] - [E:118| 100]: Train Loss:0.0011444, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:42:50,901 - yago11k_0.0003 - [INFO] - [E:118| 200]: Train Loss:0.0011476, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:43:55,078 - yago11k_0.0003 - [INFO] - [E:118| 300]: Train Loss:0.0011479, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:44:59,255 - yago11k_0.0003 - [INFO] - [E:118| 400]: Train Loss:0.0011484, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:46:03,438 - yago11k_0.0003 - [INFO] - [E:118| 500]: Train Loss:0.0011492, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:47:07,184 - yago11k_0.0003 - [INFO] - [E:118| 600]: Train Loss:0.0011494, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:47:07,184 - yago11k_0.0003 - [INFO] - [Epoch:118]: Training Loss:0.001149 + +2023-06-18 21:47:07,403 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 21:47:19,670 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 21:47:31,758 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.39576, Head : 0.23025, Avg : 0.313 + +2023-06-18 21:47:31,758 - yago11k_0.0003 - [INFO] - [Epoch 118]: Training Loss: 0.0011494, Valid MRR: 0.31571, + + + +2023-06-18 21:47:32,405 - yago11k_0.0003 - [INFO] - [E:119| 0]: Train Loss:0.0011578, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:48:36,594 - yago11k_0.0003 - [INFO] - [E:119| 100]: Train Loss:0.0011485, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:49:40,769 - yago11k_0.0003 - [INFO] - [E:119| 200]: Train Loss:0.0011477, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:50:44,926 - yago11k_0.0003 - [INFO] - [E:119| 300]: Train Loss:0.0011479, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:51:49,130 - yago11k_0.0003 - [INFO] - [E:119| 400]: Train Loss:0.0011482, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:52:53,321 - yago11k_0.0003 - [INFO] - [E:119| 500]: Train Loss:0.0011489, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:53:57,075 - yago11k_0.0003 - [INFO] - [E:119| 600]: Train Loss:0.0011491, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:53:57,075 - yago11k_0.0003 - [INFO] - [Epoch:119]: Training Loss:0.001149 + +2023-06-18 21:53:57,295 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 21:54:09,560 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 21:54:21,651 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.39559, Head : 0.23066, Avg : 0.31313 + MR: Tail : 746.39, Head : 1033.1, Avg : 889.74 + Hit-1: Tail : 0.31134, Head : 0.18866, Avg : 0.25 + Hit-3: Tail : 0.4347, Head : 0.22548, Avg : 0.33009 + Hit-10: Tail : 0.55793, Head : 0.3112, Avg : 0.43457 +2023-06-18 21:54:21,651 - yago11k_0.0003 - [INFO] - [Epoch 119]: Training Loss: 0.0011491, Valid MRR: 0.31571, + + + +2023-06-18 21:54:22,300 - yago11k_0.0003 - [INFO] - [E:120| 0]: Train Loss:0.0011266, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:55:26,479 - yago11k_0.0003 - [INFO] - [E:120| 100]: Train Loss:0.0011477, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:56:30,667 - yago11k_0.0003 - [INFO] - [E:120| 200]: Train Loss:0.0011478, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:57:34,866 - yago11k_0.0003 - [INFO] - [E:120| 300]: Train Loss:0.0011478, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:58:39,053 - yago11k_0.0003 - [INFO] - [E:120| 400]: Train Loss:0.0011477, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 21:59:43,210 - yago11k_0.0003 - [INFO] - [E:120| 500]: Train Loss:0.0011477, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 22:00:46,971 - yago11k_0.0003 - [INFO] - [E:120| 600]: Train Loss:0.0011484, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 22:00:46,971 - yago11k_0.0003 - [INFO] - [Epoch:120]: Training Loss:0.001148 + +2023-06-18 22:00:47,190 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 22:00:59,459 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 22:01:11,554 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.39816, Head : 0.22994, Avg : 0.31405 + +2023-06-18 22:01:11,554 - yago11k_0.0003 - [INFO] - [Epoch 120]: Training Loss: 0.0011484, Valid MRR: 0.31571, + + + +2023-06-18 22:01:12,201 - yago11k_0.0003 - [INFO] - [E:121| 0]: Train Loss:0.0011554, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 22:02:16,472 - yago11k_0.0003 - [INFO] - [E:121| 100]: Train Loss:0.0011448, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 22:03:20,740 - yago11k_0.0003 - [INFO] - [E:121| 200]: Train Loss:0.001145, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 22:04:25,001 - yago11k_0.0003 - [INFO] - [E:121| 300]: Train Loss:0.0011468, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 22:05:29,262 - yago11k_0.0003 - [INFO] - [E:121| 400]: Train Loss:0.0011468, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 22:06:33,532 - yago11k_0.0003 - [INFO] - [E:121| 500]: Train Loss:0.0011468, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 22:07:37,361 - yago11k_0.0003 - [INFO] - [E:121| 600]: Train Loss:0.0011472, Val MRR:0.31571, yago11k_0.0003 +2023-06-18 22:07:37,361 - yago11k_0.0003 - [INFO] - [Epoch:121]: Training Loss:0.001147 + +2023-06-18 22:07:37,581 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 22:07:49,852 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 22:08:01,951 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.40124, Head : 0.2303, Avg : 0.31577 + +2023-06-18 22:08:02,916 - yago11k_0.0003 - [INFO] - [Epoch 121]: Training Loss: 0.0011472, Valid MRR: 0.31577, + + + +2023-06-18 22:08:03,562 - yago11k_0.0003 - [INFO] - [E:122| 0]: Train Loss:0.0011257, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:09:07,839 - yago11k_0.0003 - [INFO] - [E:122| 100]: Train Loss:0.0011459, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:10:12,103 - yago11k_0.0003 - [INFO] - [E:122| 200]: Train Loss:0.001146, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:11:16,398 - yago11k_0.0003 - [INFO] - [E:122| 300]: Train Loss:0.0011462, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:12:20,706 - yago11k_0.0003 - [INFO] - [E:122| 400]: Train Loss:0.0011461, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:13:24,998 - yago11k_0.0003 - [INFO] - [E:122| 500]: Train Loss:0.0011466, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:14:28,853 - yago11k_0.0003 - [INFO] - [E:122| 600]: Train Loss:0.001147, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:14:28,854 - yago11k_0.0003 - [INFO] - [Epoch:122]: Training Loss:0.001147 + +2023-06-18 22:14:29,072 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 22:14:41,340 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 22:14:53,442 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.39638, Head : 0.22855, Avg : 0.31246 + +2023-06-18 22:14:53,442 - yago11k_0.0003 - [INFO] - [Epoch 122]: Training Loss: 0.001147, Valid MRR: 0.31577, + + + +2023-06-18 22:14:54,091 - yago11k_0.0003 - [INFO] - [E:123| 0]: Train Loss:0.0011312, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:15:58,411 - yago11k_0.0003 - [INFO] - [E:123| 100]: Train Loss:0.0011471, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:17:02,682 - yago11k_0.0003 - [INFO] - [E:123| 200]: Train Loss:0.0011453, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:18:06,976 - yago11k_0.0003 - [INFO] - [E:123| 300]: Train Loss:0.0011457, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:19:11,230 - yago11k_0.0003 - [INFO] - [E:123| 400]: Train Loss:0.0011461, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:20:15,489 - yago11k_0.0003 - [INFO] - [E:123| 500]: Train Loss:0.0011467, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:21:19,320 - yago11k_0.0003 - [INFO] - [E:123| 600]: Train Loss:0.0011467, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:21:19,320 - yago11k_0.0003 - [INFO] - [Epoch:123]: Training Loss:0.001147 + +2023-06-18 22:21:19,539 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 22:21:31,815 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 22:21:43,919 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.39653, Head : 0.23111, Avg : 0.31382 + +2023-06-18 22:21:43,919 - yago11k_0.0003 - [INFO] - [Epoch 123]: Training Loss: 0.0011467, Valid MRR: 0.31577, + + + +2023-06-18 22:21:44,567 - yago11k_0.0003 - [INFO] - [E:124| 0]: Train Loss:0.0011269, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:22:48,830 - yago11k_0.0003 - [INFO] - [E:124| 100]: Train Loss:0.0011435, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:23:53,090 - yago11k_0.0003 - [INFO] - [E:124| 200]: Train Loss:0.0011443, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:24:57,386 - yago11k_0.0003 - [INFO] - [E:124| 300]: Train Loss:0.0011463, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:26:01,686 - yago11k_0.0003 - [INFO] - [E:124| 400]: Train Loss:0.0011467, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:27:05,997 - yago11k_0.0003 - [INFO] - [E:124| 500]: Train Loss:0.0011469, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:28:09,825 - yago11k_0.0003 - [INFO] - [E:124| 600]: Train Loss:0.0011464, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:28:09,826 - yago11k_0.0003 - [INFO] - [Epoch:124]: Training Loss:0.001146 + +2023-06-18 22:28:10,045 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 22:28:22,314 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 22:28:34,432 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.39921, Head : 0.23144, Avg : 0.31532 + +2023-06-18 22:28:34,433 - yago11k_0.0003 - [INFO] - [Epoch 124]: Training Loss: 0.0011464, Valid MRR: 0.31577, + + + +2023-06-18 22:28:35,081 - yago11k_0.0003 - [INFO] - [E:125| 0]: Train Loss:0.0011301, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:29:39,361 - yago11k_0.0003 - [INFO] - [E:125| 100]: Train Loss:0.0011428, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:30:43,649 - yago11k_0.0003 - [INFO] - [E:125| 200]: Train Loss:0.0011439, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:31:47,920 - yago11k_0.0003 - [INFO] - [E:125| 300]: Train Loss:0.0011453, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:32:52,183 - yago11k_0.0003 - [INFO] - [E:125| 400]: Train Loss:0.001145, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:33:56,474 - yago11k_0.0003 - [INFO] - [E:125| 500]: Train Loss:0.0011458, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:35:00,327 - yago11k_0.0003 - [INFO] - [E:125| 600]: Train Loss:0.0011456, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:35:00,327 - yago11k_0.0003 - [INFO] - [Epoch:125]: Training Loss:0.001146 + +2023-06-18 22:35:00,547 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 22:35:12,817 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 22:35:24,935 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.39854, Head : 0.23166, Avg : 0.3151 + +2023-06-18 22:35:24,935 - yago11k_0.0003 - [INFO] - [Epoch 125]: Training Loss: 0.0011456, Valid MRR: 0.31577, + + + +2023-06-18 22:35:25,583 - yago11k_0.0003 - [INFO] - [E:126| 0]: Train Loss:0.0011958, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:36:29,848 - yago11k_0.0003 - [INFO] - [E:126| 100]: Train Loss:0.0011442, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:37:34,106 - yago11k_0.0003 - [INFO] - [E:126| 200]: Train Loss:0.0011433, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:38:38,370 - yago11k_0.0003 - [INFO] - [E:126| 300]: Train Loss:0.0011442, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:39:42,671 - yago11k_0.0003 - [INFO] - [E:126| 400]: Train Loss:0.0011439, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:40:46,951 - yago11k_0.0003 - [INFO] - [E:126| 500]: Train Loss:0.0011443, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:41:50,774 - yago11k_0.0003 - [INFO] - [E:126| 600]: Train Loss:0.0011452, Val MRR:0.31577, yago11k_0.0003 +2023-06-18 22:41:50,775 - yago11k_0.0003 - [INFO] - [Epoch:126]: Training Loss:0.001145 + +2023-06-18 22:41:50,994 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 22:42:03,280 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 22:42:15,387 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.39948, Head : 0.23259, Avg : 0.31603 + +2023-06-18 22:42:16,349 - yago11k_0.0003 - [INFO] - [Epoch 126]: Training Loss: 0.0011452, Valid MRR: 0.31603, + + + +2023-06-18 22:42:16,997 - yago11k_0.0003 - [INFO] - [E:127| 0]: Train Loss:0.0011345, Val MRR:0.31603, yago11k_0.0003 +2023-06-18 22:43:21,287 - yago11k_0.0003 - [INFO] - [E:127| 100]: Train Loss:0.0011429, Val MRR:0.31603, yago11k_0.0003 +2023-06-18 22:44:25,541 - yago11k_0.0003 - [INFO] - [E:127| 200]: Train Loss:0.0011453, Val MRR:0.31603, yago11k_0.0003 +2023-06-18 22:45:29,816 - yago11k_0.0003 - [INFO] - [E:127| 300]: Train Loss:0.0011448, Val MRR:0.31603, yago11k_0.0003 +2023-06-18 22:46:34,090 - yago11k_0.0003 - [INFO] - [E:127| 400]: Train Loss:0.0011444, Val MRR:0.31603, yago11k_0.0003 +2023-06-18 22:47:38,379 - yago11k_0.0003 - [INFO] - [E:127| 500]: Train Loss:0.0011444, Val MRR:0.31603, yago11k_0.0003 +2023-06-18 22:48:42,179 - yago11k_0.0003 - [INFO] - [E:127| 600]: Train Loss:0.0011447, Val MRR:0.31603, yago11k_0.0003 +2023-06-18 22:48:42,179 - yago11k_0.0003 - [INFO] - [Epoch:127]: Training Loss:0.001145 + +2023-06-18 22:48:42,399 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 22:48:54,672 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 22:49:06,769 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.40356, Head : 0.23201, Avg : 0.31778 + +2023-06-18 22:49:07,727 - yago11k_0.0003 - [INFO] - [Epoch 127]: Training Loss: 0.0011447, Valid MRR: 0.31778, + + + +2023-06-18 22:49:08,375 - yago11k_0.0003 - [INFO] - [E:128| 0]: Train Loss:0.0011517, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:50:12,650 - yago11k_0.0003 - [INFO] - [E:128| 100]: Train Loss:0.0011431, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:51:16,924 - yago11k_0.0003 - [INFO] - [E:128| 200]: Train Loss:0.0011424, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:52:21,224 - yago11k_0.0003 - [INFO] - [E:128| 300]: Train Loss:0.0011435, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:53:25,475 - yago11k_0.0003 - [INFO] - [E:128| 400]: Train Loss:0.0011436, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:54:29,778 - yago11k_0.0003 - [INFO] - [E:128| 500]: Train Loss:0.0011438, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:55:33,629 - yago11k_0.0003 - [INFO] - [E:128| 600]: Train Loss:0.001144, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:55:33,630 - yago11k_0.0003 - [INFO] - [Epoch:128]: Training Loss:0.001144 + +2023-06-18 22:55:33,849 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 22:55:46,124 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 22:55:58,223 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.40208, Head : 0.23025, Avg : 0.31616 + +2023-06-18 22:55:58,223 - yago11k_0.0003 - [INFO] - [Epoch 128]: Training Loss: 0.001144, Valid MRR: 0.31778, + + + +2023-06-18 22:55:58,871 - yago11k_0.0003 - [INFO] - [E:129| 0]: Train Loss:0.0011538, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:57:03,152 - yago11k_0.0003 - [INFO] - [E:129| 100]: Train Loss:0.001141, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:58:07,426 - yago11k_0.0003 - [INFO] - [E:129| 200]: Train Loss:0.001143, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 22:59:11,665 - yago11k_0.0003 - [INFO] - [E:129| 300]: Train Loss:0.0011424, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:00:15,978 - yago11k_0.0003 - [INFO] - [E:129| 400]: Train Loss:0.0011423, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:01:20,269 - yago11k_0.0003 - [INFO] - [E:129| 500]: Train Loss:0.0011426, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:02:24,122 - yago11k_0.0003 - [INFO] - [E:129| 600]: Train Loss:0.0011438, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:02:24,122 - yago11k_0.0003 - [INFO] - [Epoch:129]: Training Loss:0.001144 + +2023-06-18 23:02:24,341 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 23:02:36,614 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 23:02:48,714 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.39652, Head : 0.2315, Avg : 0.31401 + MR: Tail : 749.55, Head : 1036.9, Avg : 893.23 + Hit-1: Tail : 0.31064, Head : 0.19089, Avg : 0.25076 + Hit-3: Tail : 0.43998, Head : 0.22478, Avg : 0.33238 + Hit-10: Tail : 0.56224, Head : 0.31537, Avg : 0.4388 +2023-06-18 23:02:48,714 - yago11k_0.0003 - [INFO] - [Epoch 129]: Training Loss: 0.0011438, Valid MRR: 0.31778, + + + +2023-06-18 23:02:49,362 - yago11k_0.0003 - [INFO] - [E:130| 0]: Train Loss:0.0011572, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:03:53,680 - yago11k_0.0003 - [INFO] - [E:130| 100]: Train Loss:0.0011424, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:04:57,977 - yago11k_0.0003 - [INFO] - [E:130| 200]: Train Loss:0.0011418, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:06:02,224 - yago11k_0.0003 - [INFO] - [E:130| 300]: Train Loss:0.0011407, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:07:06,505 - yago11k_0.0003 - [INFO] - [E:130| 400]: Train Loss:0.0011416, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:08:10,778 - yago11k_0.0003 - [INFO] - [E:130| 500]: Train Loss:0.0011429, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:09:14,647 - yago11k_0.0003 - [INFO] - [E:130| 600]: Train Loss:0.0011431, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:09:14,647 - yago11k_0.0003 - [INFO] - [Epoch:130]: Training Loss:0.001143 + +2023-06-18 23:09:14,866 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 23:09:27,134 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 23:09:39,240 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.39586, Head : 0.23153, Avg : 0.3137 + +2023-06-18 23:09:39,240 - yago11k_0.0003 - [INFO] - [Epoch 130]: Training Loss: 0.0011431, Valid MRR: 0.31778, + + + +2023-06-18 23:09:39,888 - yago11k_0.0003 - [INFO] - [E:131| 0]: Train Loss:0.0011241, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:10:44,179 - yago11k_0.0003 - [INFO] - [E:131| 100]: Train Loss:0.0011408, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:11:48,467 - yago11k_0.0003 - [INFO] - [E:131| 200]: Train Loss:0.0011404, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:12:52,723 - yago11k_0.0003 - [INFO] - [E:131| 300]: Train Loss:0.0011412, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:13:56,995 - yago11k_0.0003 - [INFO] - [E:131| 400]: Train Loss:0.0011421, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:15:01,261 - yago11k_0.0003 - [INFO] - [E:131| 500]: Train Loss:0.0011427, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:16:05,117 - yago11k_0.0003 - [INFO] - [E:131| 600]: Train Loss:0.0011431, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:16:05,118 - yago11k_0.0003 - [INFO] - [Epoch:131]: Training Loss:0.001143 + +2023-06-18 23:16:05,337 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 23:16:17,612 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 23:16:29,718 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.39349, Head : 0.23194, Avg : 0.31272 + +2023-06-18 23:16:29,718 - yago11k_0.0003 - [INFO] - [Epoch 131]: Training Loss: 0.0011431, Valid MRR: 0.31778, + + + +2023-06-18 23:16:30,369 - yago11k_0.0003 - [INFO] - [E:132| 0]: Train Loss:0.0011703, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:17:34,677 - yago11k_0.0003 - [INFO] - [E:132| 100]: Train Loss:0.0011454, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:18:38,945 - yago11k_0.0003 - [INFO] - [E:132| 200]: Train Loss:0.001145, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:19:43,216 - yago11k_0.0003 - [INFO] - [E:132| 300]: Train Loss:0.0011433, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:20:47,476 - yago11k_0.0003 - [INFO] - [E:132| 400]: Train Loss:0.0011424, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:21:51,754 - yago11k_0.0003 - [INFO] - [E:132| 500]: Train Loss:0.0011423, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:22:55,629 - yago11k_0.0003 - [INFO] - [E:132| 600]: Train Loss:0.0011425, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:22:55,630 - yago11k_0.0003 - [INFO] - [Epoch:132]: Training Loss:0.001143 + +2023-06-18 23:22:55,849 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 23:23:08,114 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 23:23:20,221 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.39486, Head : 0.23081, Avg : 0.31283 + +2023-06-18 23:23:20,221 - yago11k_0.0003 - [INFO] - [Epoch 132]: Training Loss: 0.0011425, Valid MRR: 0.31778, + + + +2023-06-18 23:23:20,871 - yago11k_0.0003 - [INFO] - [E:133| 0]: Train Loss:0.0011528, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:24:25,132 - yago11k_0.0003 - [INFO] - [E:133| 100]: Train Loss:0.0011401, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:25:29,417 - yago11k_0.0003 - [INFO] - [E:133| 200]: Train Loss:0.0011413, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:26:33,676 - yago11k_0.0003 - [INFO] - [E:133| 300]: Train Loss:0.0011412, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:27:37,964 - yago11k_0.0003 - [INFO] - [E:133| 400]: Train Loss:0.0011413, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:28:42,231 - yago11k_0.0003 - [INFO] - [E:133| 500]: Train Loss:0.0011409, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:29:46,081 - yago11k_0.0003 - [INFO] - [E:133| 600]: Train Loss:0.0011411, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:29:46,081 - yago11k_0.0003 - [INFO] - [Epoch:133]: Training Loss:0.001141 + +2023-06-18 23:29:46,301 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 23:29:58,573 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 23:30:10,689 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.39518, Head : 0.23304, Avg : 0.31411 + +2023-06-18 23:30:10,689 - yago11k_0.0003 - [INFO] - [Epoch 133]: Training Loss: 0.0011411, Valid MRR: 0.31778, + + + +2023-06-18 23:30:11,337 - yago11k_0.0003 - [INFO] - [E:134| 0]: Train Loss:0.0011193, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:31:15,608 - yago11k_0.0003 - [INFO] - [E:134| 100]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:32:19,879 - yago11k_0.0003 - [INFO] - [E:134| 200]: Train Loss:0.0011377, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:33:24,147 - yago11k_0.0003 - [INFO] - [E:134| 300]: Train Loss:0.0011396, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:34:28,407 - yago11k_0.0003 - [INFO] - [E:134| 400]: Train Loss:0.0011414, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:35:32,702 - yago11k_0.0003 - [INFO] - [E:134| 500]: Train Loss:0.0011419, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:36:36,558 - yago11k_0.0003 - [INFO] - [E:134| 600]: Train Loss:0.0011416, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:36:36,558 - yago11k_0.0003 - [INFO] - [Epoch:134]: Training Loss:0.001142 + +2023-06-18 23:36:36,778 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 23:36:49,060 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 23:37:01,167 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.39427, Head : 0.22979, Avg : 0.31203 + +2023-06-18 23:37:01,167 - yago11k_0.0003 - [INFO] - [Epoch 134]: Training Loss: 0.0011416, Valid MRR: 0.31778, + + + +2023-06-18 23:37:01,815 - yago11k_0.0003 - [INFO] - [E:135| 0]: Train Loss:0.0011356, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:38:06,058 - yago11k_0.0003 - [INFO] - [E:135| 100]: Train Loss:0.0011379, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:39:10,326 - yago11k_0.0003 - [INFO] - [E:135| 200]: Train Loss:0.0011391, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:40:14,606 - yago11k_0.0003 - [INFO] - [E:135| 300]: Train Loss:0.0011403, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:41:18,875 - yago11k_0.0003 - [INFO] - [E:135| 400]: Train Loss:0.0011402, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:42:23,140 - yago11k_0.0003 - [INFO] - [E:135| 500]: Train Loss:0.0011403, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:43:26,954 - yago11k_0.0003 - [INFO] - [E:135| 600]: Train Loss:0.0011406, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:43:26,955 - yago11k_0.0003 - [INFO] - [Epoch:135]: Training Loss:0.001141 + +2023-06-18 23:43:27,175 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 23:43:39,455 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 23:43:51,553 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.3928, Head : 0.23167, Avg : 0.31224 + +2023-06-18 23:43:51,553 - yago11k_0.0003 - [INFO] - [Epoch 135]: Training Loss: 0.0011406, Valid MRR: 0.31778, + + + +2023-06-18 23:43:52,200 - yago11k_0.0003 - [INFO] - [E:136| 0]: Train Loss:0.0011233, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:44:56,381 - yago11k_0.0003 - [INFO] - [E:136| 100]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:46:00,596 - yago11k_0.0003 - [INFO] - [E:136| 200]: Train Loss:0.0011393, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:47:04,811 - yago11k_0.0003 - [INFO] - [E:136| 300]: Train Loss:0.0011397, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:48:09,015 - yago11k_0.0003 - [INFO] - [E:136| 400]: Train Loss:0.0011398, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:49:13,259 - yago11k_0.0003 - [INFO] - [E:136| 500]: Train Loss:0.0011403, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:50:17,049 - yago11k_0.0003 - [INFO] - [E:136| 600]: Train Loss:0.0011403, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:50:17,050 - yago11k_0.0003 - [INFO] - [Epoch:136]: Training Loss:0.00114 + +2023-06-18 23:50:17,269 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 23:50:29,536 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 23:50:41,633 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.39907, Head : 0.23501, Avg : 0.31704 + +2023-06-18 23:50:41,633 - yago11k_0.0003 - [INFO] - [Epoch 136]: Training Loss: 0.0011403, Valid MRR: 0.31778, + + + +2023-06-18 23:50:42,280 - yago11k_0.0003 - [INFO] - [E:137| 0]: Train Loss:0.0011495, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:51:46,510 - yago11k_0.0003 - [INFO] - [E:137| 100]: Train Loss:0.0011384, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:52:50,720 - yago11k_0.0003 - [INFO] - [E:137| 200]: Train Loss:0.001139, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:53:54,924 - yago11k_0.0003 - [INFO] - [E:137| 300]: Train Loss:0.0011389, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:54:59,159 - yago11k_0.0003 - [INFO] - [E:137| 400]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:56:03,393 - yago11k_0.0003 - [INFO] - [E:137| 500]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:57:07,163 - yago11k_0.0003 - [INFO] - [E:137| 600]: Train Loss:0.0011396, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:57:07,163 - yago11k_0.0003 - [INFO] - [Epoch:137]: Training Loss:0.00114 + +2023-06-18 23:57:07,382 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-18 23:57:19,649 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-18 23:57:31,748 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.39653, Head : 0.23196, Avg : 0.31424 + +2023-06-18 23:57:31,748 - yago11k_0.0003 - [INFO] - [Epoch 137]: Training Loss: 0.0011396, Valid MRR: 0.31778, + + + +2023-06-18 23:57:32,396 - yago11k_0.0003 - [INFO] - [E:138| 0]: Train Loss:0.0011582, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:58:36,603 - yago11k_0.0003 - [INFO] - [E:138| 100]: Train Loss:0.0011393, Val MRR:0.31778, yago11k_0.0003 +2023-06-18 23:59:40,825 - yago11k_0.0003 - [INFO] - [E:138| 200]: Train Loss:0.0011391, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:00:45,060 - yago11k_0.0003 - [INFO] - [E:138| 300]: Train Loss:0.0011394, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:01:49,291 - yago11k_0.0003 - [INFO] - [E:138| 400]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:02:53,526 - yago11k_0.0003 - [INFO] - [E:138| 500]: Train Loss:0.0011393, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:03:57,305 - yago11k_0.0003 - [INFO] - [E:138| 600]: Train Loss:0.0011394, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:03:57,305 - yago11k_0.0003 - [INFO] - [Epoch:138]: Training Loss:0.001139 + +2023-06-19 00:03:57,524 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 00:04:09,788 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 00:04:21,882 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.39512, Head : 0.23388, Avg : 0.3145 + +2023-06-19 00:04:21,882 - yago11k_0.0003 - [INFO] - [Epoch 138]: Training Loss: 0.0011394, Valid MRR: 0.31778, + + + +2023-06-19 00:04:22,530 - yago11k_0.0003 - [INFO] - [E:139| 0]: Train Loss:0.0011729, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:05:26,740 - yago11k_0.0003 - [INFO] - [E:139| 100]: Train Loss:0.001139, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:06:30,969 - yago11k_0.0003 - [INFO] - [E:139| 200]: Train Loss:0.001138, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:07:35,192 - yago11k_0.0003 - [INFO] - [E:139| 300]: Train Loss:0.0011371, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:08:39,389 - yago11k_0.0003 - [INFO] - [E:139| 400]: Train Loss:0.0011379, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:09:43,598 - yago11k_0.0003 - [INFO] - [E:139| 500]: Train Loss:0.0011381, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:10:47,355 - yago11k_0.0003 - [INFO] - [E:139| 600]: Train Loss:0.0011386, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:10:47,355 - yago11k_0.0003 - [INFO] - [Epoch:139]: Training Loss:0.001139 + +2023-06-19 00:10:47,574 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 00:10:59,830 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 00:11:11,920 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.39647, Head : 0.23129, Avg : 0.31388 + MR: Tail : 759.74, Head : 1044.7, Avg : 902.2 + Hit-1: Tail : 0.31106, Head : 0.19033, Avg : 0.25069 + Hit-3: Tail : 0.43804, Head : 0.22729, Avg : 0.33266 + Hit-10: Tail : 0.56432, Head : 0.31675, Avg : 0.44054 +2023-06-19 00:11:11,920 - yago11k_0.0003 - [INFO] - [Epoch 139]: Training Loss: 0.0011386, Valid MRR: 0.31778, + + + +2023-06-19 00:11:12,568 - yago11k_0.0003 - [INFO] - [E:140| 0]: Train Loss:0.001141, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:12:16,760 - yago11k_0.0003 - [INFO] - [E:140| 100]: Train Loss:0.0011378, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:13:20,958 - yago11k_0.0003 - [INFO] - [E:140| 200]: Train Loss:0.001138, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:14:25,146 - yago11k_0.0003 - [INFO] - [E:140| 300]: Train Loss:0.001139, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:15:29,370 - yago11k_0.0003 - [INFO] - [E:140| 400]: Train Loss:0.0011386, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:16:33,586 - yago11k_0.0003 - [INFO] - [E:140| 500]: Train Loss:0.0011388, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:17:37,336 - yago11k_0.0003 - [INFO] - [E:140| 600]: Train Loss:0.0011385, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:17:37,336 - yago11k_0.0003 - [INFO] - [Epoch:140]: Training Loss:0.001138 + +2023-06-19 00:17:37,554 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 00:17:49,817 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 00:18:01,910 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.39811, Head : 0.23175, Avg : 0.31493 + +2023-06-19 00:18:01,910 - yago11k_0.0003 - [INFO] - [Epoch 140]: Training Loss: 0.0011385, Valid MRR: 0.31778, + + + +2023-06-19 00:18:02,558 - yago11k_0.0003 - [INFO] - [E:141| 0]: Train Loss:0.0011313, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:19:06,778 - yago11k_0.0003 - [INFO] - [E:141| 100]: Train Loss:0.0011341, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:20:10,992 - yago11k_0.0003 - [INFO] - [E:141| 200]: Train Loss:0.0011361, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:21:15,206 - yago11k_0.0003 - [INFO] - [E:141| 300]: Train Loss:0.0011359, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:22:19,439 - yago11k_0.0003 - [INFO] - [E:141| 400]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:23:23,639 - yago11k_0.0003 - [INFO] - [E:141| 500]: Train Loss:0.0011376, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:24:27,387 - yago11k_0.0003 - [INFO] - [E:141| 600]: Train Loss:0.0011383, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:24:27,387 - yago11k_0.0003 - [INFO] - [Epoch:141]: Training Loss:0.001138 + +2023-06-19 00:24:27,605 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 00:24:39,863 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 00:24:51,961 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.39997, Head : 0.23378, Avg : 0.31687 + +2023-06-19 00:24:51,961 - yago11k_0.0003 - [INFO] - [Epoch 141]: Training Loss: 0.0011383, Valid MRR: 0.31778, + + + +2023-06-19 00:24:52,611 - yago11k_0.0003 - [INFO] - [E:142| 0]: Train Loss:0.0011087, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:25:56,780 - yago11k_0.0003 - [INFO] - [E:142| 100]: Train Loss:0.0011369, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:27:00,996 - yago11k_0.0003 - [INFO] - [E:142| 200]: Train Loss:0.0011364, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:28:05,222 - yago11k_0.0003 - [INFO] - [E:142| 300]: Train Loss:0.0011363, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:29:09,402 - yago11k_0.0003 - [INFO] - [E:142| 400]: Train Loss:0.0011367, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:30:13,579 - yago11k_0.0003 - [INFO] - [E:142| 500]: Train Loss:0.0011371, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:31:17,361 - yago11k_0.0003 - [INFO] - [E:142| 600]: Train Loss:0.0011377, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:31:17,362 - yago11k_0.0003 - [INFO] - [Epoch:142]: Training Loss:0.001138 + +2023-06-19 00:31:17,580 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 00:31:29,844 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 00:31:41,952 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.39791, Head : 0.23307, Avg : 0.31549 + +2023-06-19 00:31:41,952 - yago11k_0.0003 - [INFO] - [Epoch 142]: Training Loss: 0.0011377, Valid MRR: 0.31778, + + + +2023-06-19 00:31:42,600 - yago11k_0.0003 - [INFO] - [E:143| 0]: Train Loss:0.0011387, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:32:46,790 - yago11k_0.0003 - [INFO] - [E:143| 100]: Train Loss:0.0011375, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:33:50,983 - yago11k_0.0003 - [INFO] - [E:143| 200]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:34:55,196 - yago11k_0.0003 - [INFO] - [E:143| 300]: Train Loss:0.0011378, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:35:59,410 - yago11k_0.0003 - [INFO] - [E:143| 400]: Train Loss:0.0011375, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:37:03,621 - yago11k_0.0003 - [INFO] - [E:143| 500]: Train Loss:0.0011374, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:38:07,433 - yago11k_0.0003 - [INFO] - [E:143| 600]: Train Loss:0.0011379, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:38:07,433 - yago11k_0.0003 - [INFO] - [Epoch:143]: Training Loss:0.001138 + +2023-06-19 00:38:07,652 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 00:38:19,936 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 00:38:32,043 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.40102, Head : 0.23092, Avg : 0.31597 + +2023-06-19 00:38:32,043 - yago11k_0.0003 - [INFO] - [Epoch 143]: Training Loss: 0.0011379, Valid MRR: 0.31778, + + + +2023-06-19 00:38:32,690 - yago11k_0.0003 - [INFO] - [E:144| 0]: Train Loss:0.0011391, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:39:36,920 - yago11k_0.0003 - [INFO] - [E:144| 100]: Train Loss:0.0011358, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:40:41,132 - yago11k_0.0003 - [INFO] - [E:144| 200]: Train Loss:0.0011356, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:41:45,424 - yago11k_0.0003 - [INFO] - [E:144| 300]: Train Loss:0.0011363, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:42:49,727 - yago11k_0.0003 - [INFO] - [E:144| 400]: Train Loss:0.0011366, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:43:54,006 - yago11k_0.0003 - [INFO] - [E:144| 500]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:44:57,865 - yago11k_0.0003 - [INFO] - [E:144| 600]: Train Loss:0.0011375, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:44:57,866 - yago11k_0.0003 - [INFO] - [Epoch:144]: Training Loss:0.001137 + +2023-06-19 00:44:58,085 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 00:45:10,369 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 00:45:22,463 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.39892, Head : 0.23084, Avg : 0.31488 + +2023-06-19 00:45:22,463 - yago11k_0.0003 - [INFO] - [Epoch 144]: Training Loss: 0.0011375, Valid MRR: 0.31778, + + + +2023-06-19 00:45:23,109 - yago11k_0.0003 - [INFO] - [E:145| 0]: Train Loss:0.0011205, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:46:27,433 - yago11k_0.0003 - [INFO] - [E:145| 100]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:47:31,694 - yago11k_0.0003 - [INFO] - [E:145| 200]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:48:35,984 - yago11k_0.0003 - [INFO] - [E:145| 300]: Train Loss:0.0011369, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:49:40,245 - yago11k_0.0003 - [INFO] - [E:145| 400]: Train Loss:0.0011362, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:50:44,518 - yago11k_0.0003 - [INFO] - [E:145| 500]: Train Loss:0.0011366, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:51:48,331 - yago11k_0.0003 - [INFO] - [E:145| 600]: Train Loss:0.0011367, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:51:48,331 - yago11k_0.0003 - [INFO] - [Epoch:145]: Training Loss:0.001137 + +2023-06-19 00:51:48,550 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 00:52:00,829 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 00:52:12,934 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.40031, Head : 0.23105, Avg : 0.31568 + +2023-06-19 00:52:12,934 - yago11k_0.0003 - [INFO] - [Epoch 145]: Training Loss: 0.0011367, Valid MRR: 0.31778, + + + +2023-06-19 00:52:13,581 - yago11k_0.0003 - [INFO] - [E:146| 0]: Train Loss:0.0011133, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:53:17,849 - yago11k_0.0003 - [INFO] - [E:146| 100]: Train Loss:0.0011333, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:54:22,137 - yago11k_0.0003 - [INFO] - [E:146| 200]: Train Loss:0.0011344, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:55:26,405 - yago11k_0.0003 - [INFO] - [E:146| 300]: Train Loss:0.0011354, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:56:30,688 - yago11k_0.0003 - [INFO] - [E:146| 400]: Train Loss:0.0011355, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:57:35,035 - yago11k_0.0003 - [INFO] - [E:146| 500]: Train Loss:0.0011355, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:58:38,889 - yago11k_0.0003 - [INFO] - [E:146| 600]: Train Loss:0.0011361, Val MRR:0.31778, yago11k_0.0003 +2023-06-19 00:58:38,889 - yago11k_0.0003 - [INFO] - [Epoch:146]: Training Loss:0.001136 + +2023-06-19 00:58:39,109 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 00:58:51,385 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 00:59:03,490 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.40346, Head : 0.23486, Avg : 0.31916 + +2023-06-19 00:59:04,451 - yago11k_0.0003 - [INFO] - [Epoch 146]: Training Loss: 0.0011361, Valid MRR: 0.31916, + + + +2023-06-19 00:59:05,101 - yago11k_0.0003 - [INFO] - [E:147| 0]: Train Loss:0.0011399, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:00:09,399 - yago11k_0.0003 - [INFO] - [E:147| 100]: Train Loss:0.0011349, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:01:13,699 - yago11k_0.0003 - [INFO] - [E:147| 200]: Train Loss:0.0011343, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:02:17,991 - yago11k_0.0003 - [INFO] - [E:147| 300]: Train Loss:0.0011342, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:03:22,282 - yago11k_0.0003 - [INFO] - [E:147| 400]: Train Loss:0.0011354, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:04:26,608 - yago11k_0.0003 - [INFO] - [E:147| 500]: Train Loss:0.0011356, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:05:30,453 - yago11k_0.0003 - [INFO] - [E:147| 600]: Train Loss:0.0011358, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:05:30,453 - yago11k_0.0003 - [INFO] - [Epoch:147]: Training Loss:0.001136 + +2023-06-19 01:05:30,673 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 01:05:42,945 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 01:05:55,052 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.39699, Head : 0.23189, Avg : 0.31444 + +2023-06-19 01:05:55,052 - yago11k_0.0003 - [INFO] - [Epoch 147]: Training Loss: 0.0011358, Valid MRR: 0.31916, + + + +2023-06-19 01:05:55,700 - yago11k_0.0003 - [INFO] - [E:148| 0]: Train Loss:0.0011321, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:07:00,009 - yago11k_0.0003 - [INFO] - [E:148| 100]: Train Loss:0.0011357, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:08:04,270 - yago11k_0.0003 - [INFO] - [E:148| 200]: Train Loss:0.0011352, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:09:08,541 - yago11k_0.0003 - [INFO] - [E:148| 300]: Train Loss:0.0011355, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:10:12,805 - yago11k_0.0003 - [INFO] - [E:148| 400]: Train Loss:0.0011361, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:11:17,084 - yago11k_0.0003 - [INFO] - [E:148| 500]: Train Loss:0.0011361, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:12:20,966 - yago11k_0.0003 - [INFO] - [E:148| 600]: Train Loss:0.0011358, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:12:20,966 - yago11k_0.0003 - [INFO] - [Epoch:148]: Training Loss:0.001136 + +2023-06-19 01:12:21,186 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 01:12:33,460 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 01:12:45,562 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.3966, Head : 0.23215, Avg : 0.31437 + +2023-06-19 01:12:45,562 - yago11k_0.0003 - [INFO] - [Epoch 148]: Training Loss: 0.0011358, Valid MRR: 0.31916, + + + +2023-06-19 01:12:46,211 - yago11k_0.0003 - [INFO] - [E:149| 0]: Train Loss:0.0011255, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:13:50,470 - yago11k_0.0003 - [INFO] - [E:149| 100]: Train Loss:0.0011358, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:14:54,749 - yago11k_0.0003 - [INFO] - [E:149| 200]: Train Loss:0.001133, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:15:59,013 - yago11k_0.0003 - [INFO] - [E:149| 300]: Train Loss:0.0011343, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:17:03,327 - yago11k_0.0003 - [INFO] - [E:149| 400]: Train Loss:0.0011339, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:18:07,611 - yago11k_0.0003 - [INFO] - [E:149| 500]: Train Loss:0.0011345, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:19:11,442 - yago11k_0.0003 - [INFO] - [E:149| 600]: Train Loss:0.0011349, Val MRR:0.31916, yago11k_0.0003 +2023-06-19 01:19:11,442 - yago11k_0.0003 - [INFO] - [Epoch:149]: Training Loss:0.001135 + +2023-06-19 01:19:11,661 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 01:19:23,933 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 01:19:36,041 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.40644, Head : 0.23289, Avg : 0.31966 + MR: Tail : 783.86, Head : 1069.9, Avg : 926.9 + Hit-1: Tail : 0.32426, Head : 0.19255, Avg : 0.25841 + Hit-3: Tail : 0.44096, Head : 0.23104, Avg : 0.336 + Hit-10: Tail : 0.56738, Head : 0.31161, Avg : 0.4395 +2023-06-19 01:19:37,005 - yago11k_0.0003 - [INFO] - [Epoch 149]: Training Loss: 0.0011349, Valid MRR: 0.31966, + + + +2023-06-19 01:19:37,653 - yago11k_0.0003 - [INFO] - [E:150| 0]: Train Loss:0.0011246, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:20:41,923 - yago11k_0.0003 - [INFO] - [E:150| 100]: Train Loss:0.0011307, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:21:46,196 - yago11k_0.0003 - [INFO] - [E:150| 200]: Train Loss:0.0011327, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:22:50,483 - yago11k_0.0003 - [INFO] - [E:150| 300]: Train Loss:0.0011335, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:23:54,753 - yago11k_0.0003 - [INFO] - [E:150| 400]: Train Loss:0.0011342, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:24:59,033 - yago11k_0.0003 - [INFO] - [E:150| 500]: Train Loss:0.0011347, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:26:02,886 - yago11k_0.0003 - [INFO] - [E:150| 600]: Train Loss:0.0011347, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:26:02,886 - yago11k_0.0003 - [INFO] - [Epoch:150]: Training Loss:0.001135 + +2023-06-19 01:26:03,106 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 01:26:15,383 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 01:26:27,503 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.40102, Head : 0.23409, Avg : 0.31755 + +2023-06-19 01:26:27,503 - yago11k_0.0003 - [INFO] - [Epoch 150]: Training Loss: 0.0011347, Valid MRR: 0.31966, + + + +2023-06-19 01:26:28,151 - yago11k_0.0003 - [INFO] - [E:151| 0]: Train Loss:0.0011142, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:27:32,446 - yago11k_0.0003 - [INFO] - [E:151| 100]: Train Loss:0.0011334, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:28:36,736 - yago11k_0.0003 - [INFO] - [E:151| 200]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:29:41,038 - yago11k_0.0003 - [INFO] - [E:151| 300]: Train Loss:0.0011336, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:30:45,334 - yago11k_0.0003 - [INFO] - [E:151| 400]: Train Loss:0.0011344, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:31:49,613 - yago11k_0.0003 - [INFO] - [E:151| 500]: Train Loss:0.0011346, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:32:53,463 - yago11k_0.0003 - [INFO] - [E:151| 600]: Train Loss:0.0011346, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:32:53,463 - yago11k_0.0003 - [INFO] - [Epoch:151]: Training Loss:0.001135 + +2023-06-19 01:32:53,683 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 01:33:05,964 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 01:33:18,083 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.39899, Head : 0.2327, Avg : 0.31585 + +2023-06-19 01:33:18,083 - yago11k_0.0003 - [INFO] - [Epoch 151]: Training Loss: 0.0011346, Valid MRR: 0.31966, + + + +2023-06-19 01:33:18,730 - yago11k_0.0003 - [INFO] - [E:152| 0]: Train Loss:0.0011251, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:34:23,056 - yago11k_0.0003 - [INFO] - [E:152| 100]: Train Loss:0.0011331, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:35:27,320 - yago11k_0.0003 - [INFO] - [E:152| 200]: Train Loss:0.001135, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:36:31,606 - yago11k_0.0003 - [INFO] - [E:152| 300]: Train Loss:0.0011354, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:37:35,885 - yago11k_0.0003 - [INFO] - [E:152| 400]: Train Loss:0.001135, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:38:40,185 - yago11k_0.0003 - [INFO] - [E:152| 500]: Train Loss:0.0011349, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:39:44,057 - yago11k_0.0003 - [INFO] - [E:152| 600]: Train Loss:0.0011343, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:39:44,057 - yago11k_0.0003 - [INFO] - [Epoch:152]: Training Loss:0.001134 + +2023-06-19 01:39:44,276 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 01:39:56,576 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 01:40:08,686 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.40171, Head : 0.23345, Avg : 0.31758 + +2023-06-19 01:40:08,686 - yago11k_0.0003 - [INFO] - [Epoch 152]: Training Loss: 0.0011343, Valid MRR: 0.31966, + + + +2023-06-19 01:40:09,335 - yago11k_0.0003 - [INFO] - [E:153| 0]: Train Loss:0.0011094, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:41:13,622 - yago11k_0.0003 - [INFO] - [E:153| 100]: Train Loss:0.0011304, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:42:17,930 - yago11k_0.0003 - [INFO] - [E:153| 200]: Train Loss:0.0011345, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:43:22,255 - yago11k_0.0003 - [INFO] - [E:153| 300]: Train Loss:0.0011338, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:44:26,598 - yago11k_0.0003 - [INFO] - [E:153| 400]: Train Loss:0.0011334, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:45:30,905 - yago11k_0.0003 - [INFO] - [E:153| 500]: Train Loss:0.0011337, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:46:34,761 - yago11k_0.0003 - [INFO] - [E:153| 600]: Train Loss:0.0011341, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:46:34,762 - yago11k_0.0003 - [INFO] - [Epoch:153]: Training Loss:0.001134 + +2023-06-19 01:46:34,982 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 01:46:47,264 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 01:46:59,372 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.40637, Head : 0.23215, Avg : 0.31926 + +2023-06-19 01:46:59,372 - yago11k_0.0003 - [INFO] - [Epoch 153]: Training Loss: 0.0011341, Valid MRR: 0.31966, + + + +2023-06-19 01:47:00,019 - yago11k_0.0003 - [INFO] - [E:154| 0]: Train Loss:0.0011223, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:48:04,307 - yago11k_0.0003 - [INFO] - [E:154| 100]: Train Loss:0.0011312, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:49:08,634 - yago11k_0.0003 - [INFO] - [E:154| 200]: Train Loss:0.0011318, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:50:12,942 - yago11k_0.0003 - [INFO] - [E:154| 300]: Train Loss:0.0011326, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:51:17,262 - yago11k_0.0003 - [INFO] - [E:154| 400]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:52:21,578 - yago11k_0.0003 - [INFO] - [E:154| 500]: Train Loss:0.0011328, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:53:25,453 - yago11k_0.0003 - [INFO] - [E:154| 600]: Train Loss:0.0011335, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:53:25,454 - yago11k_0.0003 - [INFO] - [Epoch:154]: Training Loss:0.001134 + +2023-06-19 01:53:25,673 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 01:53:37,949 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 01:53:50,056 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.40189, Head : 0.23432, Avg : 0.3181 + +2023-06-19 01:53:50,056 - yago11k_0.0003 - [INFO] - [Epoch 154]: Training Loss: 0.0011335, Valid MRR: 0.31966, + + + +2023-06-19 01:53:50,705 - yago11k_0.0003 - [INFO] - [E:155| 0]: Train Loss:0.0011463, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:54:55,008 - yago11k_0.0003 - [INFO] - [E:155| 100]: Train Loss:0.0011309, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:55:59,307 - yago11k_0.0003 - [INFO] - [E:155| 200]: Train Loss:0.0011323, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:57:03,641 - yago11k_0.0003 - [INFO] - [E:155| 300]: Train Loss:0.0011321, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:58:07,988 - yago11k_0.0003 - [INFO] - [E:155| 400]: Train Loss:0.0011331, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 01:59:12,347 - yago11k_0.0003 - [INFO] - [E:155| 500]: Train Loss:0.0011329, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:00:16,237 - yago11k_0.0003 - [INFO] - [E:155| 600]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:00:16,237 - yago11k_0.0003 - [INFO] - [Epoch:155]: Training Loss:0.001133 + +2023-06-19 02:00:16,457 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 02:00:28,733 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 02:00:40,839 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.39679, Head : 0.23408, Avg : 0.31544 + +2023-06-19 02:00:40,839 - yago11k_0.0003 - [INFO] - [Epoch 155]: Training Loss: 0.0011332, Valid MRR: 0.31966, + + + +2023-06-19 02:00:41,487 - yago11k_0.0003 - [INFO] - [E:156| 0]: Train Loss:0.0011238, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:01:45,829 - yago11k_0.0003 - [INFO] - [E:156| 100]: Train Loss:0.0011342, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:02:50,157 - yago11k_0.0003 - [INFO] - [E:156| 200]: Train Loss:0.0011328, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:03:54,504 - yago11k_0.0003 - [INFO] - [E:156| 300]: Train Loss:0.0011331, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:04:58,861 - yago11k_0.0003 - [INFO] - [E:156| 400]: Train Loss:0.0011326, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:06:03,140 - yago11k_0.0003 - [INFO] - [E:156| 500]: Train Loss:0.0011328, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:07:07,068 - yago11k_0.0003 - [INFO] - [E:156| 600]: Train Loss:0.001133, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:07:07,069 - yago11k_0.0003 - [INFO] - [Epoch:156]: Training Loss:0.001133 + +2023-06-19 02:07:07,288 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 02:07:19,565 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 02:07:31,672 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.39894, Head : 0.23282, Avg : 0.31588 + +2023-06-19 02:07:31,672 - yago11k_0.0003 - [INFO] - [Epoch 156]: Training Loss: 0.001133, Valid MRR: 0.31966, + + + +2023-06-19 02:07:32,321 - yago11k_0.0003 - [INFO] - [E:157| 0]: Train Loss:0.0011209, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:08:36,648 - yago11k_0.0003 - [INFO] - [E:157| 100]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:09:40,935 - yago11k_0.0003 - [INFO] - [E:157| 200]: Train Loss:0.0011325, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:10:45,253 - yago11k_0.0003 - [INFO] - [E:157| 300]: Train Loss:0.0011322, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:11:49,591 - yago11k_0.0003 - [INFO] - [E:157| 400]: Train Loss:0.0011327, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:12:53,899 - yago11k_0.0003 - [INFO] - [E:157| 500]: Train Loss:0.001133, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:13:57,777 - yago11k_0.0003 - [INFO] - [E:157| 600]: Train Loss:0.0011327, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:13:57,777 - yago11k_0.0003 - [INFO] - [Epoch:157]: Training Loss:0.001133 + +2023-06-19 02:13:57,997 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 02:14:10,269 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 02:14:22,377 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.40273, Head : 0.23477, Avg : 0.31875 + +2023-06-19 02:14:22,377 - yago11k_0.0003 - [INFO] - [Epoch 157]: Training Loss: 0.0011327, Valid MRR: 0.31966, + + + +2023-06-19 02:14:23,026 - yago11k_0.0003 - [INFO] - [E:158| 0]: Train Loss:0.0011175, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:15:27,321 - yago11k_0.0003 - [INFO] - [E:158| 100]: Train Loss:0.0011311, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:16:31,651 - yago11k_0.0003 - [INFO] - [E:158| 200]: Train Loss:0.001132, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:17:35,920 - yago11k_0.0003 - [INFO] - [E:158| 300]: Train Loss:0.0011318, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:18:40,211 - yago11k_0.0003 - [INFO] - [E:158| 400]: Train Loss:0.0011323, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:19:44,520 - yago11k_0.0003 - [INFO] - [E:158| 500]: Train Loss:0.0011318, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:20:48,404 - yago11k_0.0003 - [INFO] - [E:158| 600]: Train Loss:0.0011322, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:20:48,404 - yago11k_0.0003 - [INFO] - [Epoch:158]: Training Loss:0.001132 + +2023-06-19 02:20:48,624 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 02:21:00,899 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 02:21:13,010 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.40537, Head : 0.23335, Avg : 0.31936 + +2023-06-19 02:21:13,010 - yago11k_0.0003 - [INFO] - [Epoch 158]: Training Loss: 0.0011322, Valid MRR: 0.31966, + + + +2023-06-19 02:21:13,658 - yago11k_0.0003 - [INFO] - [E:159| 0]: Train Loss:0.0011185, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:22:17,940 - yago11k_0.0003 - [INFO] - [E:159| 100]: Train Loss:0.0011304, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:23:22,222 - yago11k_0.0003 - [INFO] - [E:159| 200]: Train Loss:0.0011308, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:24:26,548 - yago11k_0.0003 - [INFO] - [E:159| 300]: Train Loss:0.0011316, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:25:30,868 - yago11k_0.0003 - [INFO] - [E:159| 400]: Train Loss:0.001132, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:26:35,172 - yago11k_0.0003 - [INFO] - [E:159| 500]: Train Loss:0.0011314, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:27:39,053 - yago11k_0.0003 - [INFO] - [E:159| 600]: Train Loss:0.0011317, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:27:39,054 - yago11k_0.0003 - [INFO] - [Epoch:159]: Training Loss:0.001132 + +2023-06-19 02:27:39,273 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 02:27:51,553 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 02:28:03,677 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.39951, Head : 0.23386, Avg : 0.31669 + MR: Tail : 779.29, Head : 1088.3, Avg : 933.78 + Hit-1: Tail : 0.31717, Head : 0.19228, Avg : 0.25472 + Hit-3: Tail : 0.43443, Head : 0.23104, Avg : 0.33273 + Hit-10: Tail : 0.56168, Head : 0.31578, Avg : 0.43873 +2023-06-19 02:28:03,677 - yago11k_0.0003 - [INFO] - [Epoch 159]: Training Loss: 0.0011317, Valid MRR: 0.31966, + + + +2023-06-19 02:28:04,325 - yago11k_0.0003 - [INFO] - [E:160| 0]: Train Loss:0.0011549, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:29:08,596 - yago11k_0.0003 - [INFO] - [E:160| 100]: Train Loss:0.0011317, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:30:12,902 - yago11k_0.0003 - [INFO] - [E:160| 200]: Train Loss:0.0011314, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:31:17,261 - yago11k_0.0003 - [INFO] - [E:160| 300]: Train Loss:0.0011304, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:32:21,592 - yago11k_0.0003 - [INFO] - [E:160| 400]: Train Loss:0.0011312, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:33:25,893 - yago11k_0.0003 - [INFO] - [E:160| 500]: Train Loss:0.0011315, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:34:29,777 - yago11k_0.0003 - [INFO] - [E:160| 600]: Train Loss:0.001132, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:34:29,778 - yago11k_0.0003 - [INFO] - [Epoch:160]: Training Loss:0.001132 + +2023-06-19 02:34:29,997 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 02:34:42,295 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 02:34:54,409 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.40341, Head : 0.23232, Avg : 0.31786 + +2023-06-19 02:34:54,409 - yago11k_0.0003 - [INFO] - [Epoch 160]: Training Loss: 0.001132, Valid MRR: 0.31966, + + + +2023-06-19 02:34:55,057 - yago11k_0.0003 - [INFO] - [E:161| 0]: Train Loss:0.001121, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:35:59,391 - yago11k_0.0003 - [INFO] - [E:161| 100]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:37:03,704 - yago11k_0.0003 - [INFO] - [E:161| 200]: Train Loss:0.0011325, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:38:08,063 - yago11k_0.0003 - [INFO] - [E:161| 300]: Train Loss:0.0011327, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:39:12,412 - yago11k_0.0003 - [INFO] - [E:161| 400]: Train Loss:0.0011326, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:40:16,772 - yago11k_0.0003 - [INFO] - [E:161| 500]: Train Loss:0.0011323, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:41:20,641 - yago11k_0.0003 - [INFO] - [E:161| 600]: Train Loss:0.0011317, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:41:20,642 - yago11k_0.0003 - [INFO] - [Epoch:161]: Training Loss:0.001132 + +2023-06-19 02:41:20,862 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 02:41:33,159 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 02:41:45,273 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.39988, Head : 0.23209, Avg : 0.31599 + +2023-06-19 02:41:45,273 - yago11k_0.0003 - [INFO] - [Epoch 161]: Training Loss: 0.0011317, Valid MRR: 0.31966, + + + +2023-06-19 02:41:45,922 - yago11k_0.0003 - [INFO] - [E:162| 0]: Train Loss:0.0011232, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:42:50,233 - yago11k_0.0003 - [INFO] - [E:162| 100]: Train Loss:0.0011291, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:43:54,537 - yago11k_0.0003 - [INFO] - [E:162| 200]: Train Loss:0.0011291, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:44:58,839 - yago11k_0.0003 - [INFO] - [E:162| 300]: Train Loss:0.0011299, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:46:03,163 - yago11k_0.0003 - [INFO] - [E:162| 400]: Train Loss:0.0011299, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:47:07,492 - yago11k_0.0003 - [INFO] - [E:162| 500]: Train Loss:0.0011305, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:48:11,276 - yago11k_0.0003 - [INFO] - [E:162| 600]: Train Loss:0.0011309, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:48:11,276 - yago11k_0.0003 - [INFO] - [Epoch:162]: Training Loss:0.001131 + +2023-06-19 02:48:11,495 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 02:48:23,767 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 02:48:35,868 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.40135, Head : 0.23422, Avg : 0.31779 + +2023-06-19 02:48:35,868 - yago11k_0.0003 - [INFO] - [Epoch 162]: Training Loss: 0.0011309, Valid MRR: 0.31966, + + + +2023-06-19 02:48:36,515 - yago11k_0.0003 - [INFO] - [E:163| 0]: Train Loss:0.0011533, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:49:40,706 - yago11k_0.0003 - [INFO] - [E:163| 100]: Train Loss:0.0011278, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:50:44,902 - yago11k_0.0003 - [INFO] - [E:163| 200]: Train Loss:0.0011302, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:51:49,094 - yago11k_0.0003 - [INFO] - [E:163| 300]: Train Loss:0.001131, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:52:53,282 - yago11k_0.0003 - [INFO] - [E:163| 400]: Train Loss:0.0011311, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:53:57,475 - yago11k_0.0003 - [INFO] - [E:163| 500]: Train Loss:0.0011309, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:55:01,244 - yago11k_0.0003 - [INFO] - [E:163| 600]: Train Loss:0.0011313, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:55:01,245 - yago11k_0.0003 - [INFO] - [Epoch:163]: Training Loss:0.001131 + +2023-06-19 02:55:01,464 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 02:55:13,734 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 02:55:25,835 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.39663, Head : 0.23275, Avg : 0.31469 + +2023-06-19 02:55:25,835 - yago11k_0.0003 - [INFO] - [Epoch 163]: Training Loss: 0.0011313, Valid MRR: 0.31966, + + + +2023-06-19 02:55:26,483 - yago11k_0.0003 - [INFO] - [E:164| 0]: Train Loss:0.0011443, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:56:30,689 - yago11k_0.0003 - [INFO] - [E:164| 100]: Train Loss:0.0011277, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:57:34,887 - yago11k_0.0003 - [INFO] - [E:164| 200]: Train Loss:0.0011298, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:58:39,093 - yago11k_0.0003 - [INFO] - [E:164| 300]: Train Loss:0.0011307, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 02:59:43,293 - yago11k_0.0003 - [INFO] - [E:164| 400]: Train Loss:0.0011312, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:00:47,514 - yago11k_0.0003 - [INFO] - [E:164| 500]: Train Loss:0.0011306, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:01:51,259 - yago11k_0.0003 - [INFO] - [E:164| 600]: Train Loss:0.0011307, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:01:51,259 - yago11k_0.0003 - [INFO] - [Epoch:164]: Training Loss:0.001131 + +2023-06-19 03:01:51,478 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 03:02:03,745 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 03:02:15,846 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.40114, Head : 0.23384, Avg : 0.31749 + +2023-06-19 03:02:15,846 - yago11k_0.0003 - [INFO] - [Epoch 164]: Training Loss: 0.0011307, Valid MRR: 0.31966, + + + +2023-06-19 03:02:16,496 - yago11k_0.0003 - [INFO] - [E:165| 0]: Train Loss:0.0011108, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:03:20,699 - yago11k_0.0003 - [INFO] - [E:165| 100]: Train Loss:0.0011297, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:04:24,911 - yago11k_0.0003 - [INFO] - [E:165| 200]: Train Loss:0.00113, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:05:29,119 - yago11k_0.0003 - [INFO] - [E:165| 300]: Train Loss:0.0011308, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:06:33,322 - yago11k_0.0003 - [INFO] - [E:165| 400]: Train Loss:0.0011299, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:07:37,549 - yago11k_0.0003 - [INFO] - [E:165| 500]: Train Loss:0.0011299, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:08:41,320 - yago11k_0.0003 - [INFO] - [E:165| 600]: Train Loss:0.0011304, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:08:41,320 - yago11k_0.0003 - [INFO] - [Epoch:165]: Training Loss:0.00113 + +2023-06-19 03:08:41,539 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 03:08:53,805 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 03:09:05,909 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.40231, Head : 0.23232, Avg : 0.31731 + +2023-06-19 03:09:05,909 - yago11k_0.0003 - [INFO] - [Epoch 165]: Training Loss: 0.0011304, Valid MRR: 0.31966, + + + +2023-06-19 03:09:06,558 - yago11k_0.0003 - [INFO] - [E:166| 0]: Train Loss:0.0011306, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:10:10,764 - yago11k_0.0003 - [INFO] - [E:166| 100]: Train Loss:0.0011289, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:11:14,989 - yago11k_0.0003 - [INFO] - [E:166| 200]: Train Loss:0.0011302, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:12:19,199 - yago11k_0.0003 - [INFO] - [E:166| 300]: Train Loss:0.0011297, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:13:23,391 - yago11k_0.0003 - [INFO] - [E:166| 400]: Train Loss:0.0011297, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:14:27,587 - yago11k_0.0003 - [INFO] - [E:166| 500]: Train Loss:0.0011301, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:15:31,373 - yago11k_0.0003 - [INFO] - [E:166| 600]: Train Loss:0.0011301, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:15:31,373 - yago11k_0.0003 - [INFO] - [Epoch:166]: Training Loss:0.00113 + +2023-06-19 03:15:31,593 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 03:15:43,861 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 03:15:55,961 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.39991, Head : 0.23358, Avg : 0.31674 + +2023-06-19 03:15:55,961 - yago11k_0.0003 - [INFO] - [Epoch 166]: Training Loss: 0.0011301, Valid MRR: 0.31966, + + + +2023-06-19 03:15:56,611 - yago11k_0.0003 - [INFO] - [E:167| 0]: Train Loss:0.0011145, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:17:00,803 - yago11k_0.0003 - [INFO] - [E:167| 100]: Train Loss:0.0011289, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:18:05,010 - yago11k_0.0003 - [INFO] - [E:167| 200]: Train Loss:0.0011294, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:19:09,245 - yago11k_0.0003 - [INFO] - [E:167| 300]: Train Loss:0.0011287, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:20:13,469 - yago11k_0.0003 - [INFO] - [E:167| 400]: Train Loss:0.0011288, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:21:17,645 - yago11k_0.0003 - [INFO] - [E:167| 500]: Train Loss:0.0011288, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:22:21,416 - yago11k_0.0003 - [INFO] - [E:167| 600]: Train Loss:0.0011293, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:22:21,416 - yago11k_0.0003 - [INFO] - [Epoch:167]: Training Loss:0.001129 + +2023-06-19 03:22:21,635 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 03:22:33,907 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 03:22:46,024 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.40264, Head : 0.23158, Avg : 0.31711 + +2023-06-19 03:22:46,025 - yago11k_0.0003 - [INFO] - [Epoch 167]: Training Loss: 0.0011293, Valid MRR: 0.31966, + + + +2023-06-19 03:22:46,676 - yago11k_0.0003 - [INFO] - [E:168| 0]: Train Loss:0.0011157, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:23:50,888 - yago11k_0.0003 - [INFO] - [E:168| 100]: Train Loss:0.0011293, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:24:55,116 - yago11k_0.0003 - [INFO] - [E:168| 200]: Train Loss:0.00113, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:25:59,338 - yago11k_0.0003 - [INFO] - [E:168| 300]: Train Loss:0.0011301, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:27:03,562 - yago11k_0.0003 - [INFO] - [E:168| 400]: Train Loss:0.0011305, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:28:07,784 - yago11k_0.0003 - [INFO] - [E:168| 500]: Train Loss:0.0011307, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:29:11,596 - yago11k_0.0003 - [INFO] - [E:168| 600]: Train Loss:0.00113, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:29:11,596 - yago11k_0.0003 - [INFO] - [Epoch:168]: Training Loss:0.00113 + +2023-06-19 03:29:11,815 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 03:29:24,095 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 03:29:36,214 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.3996, Head : 0.23247, Avg : 0.31603 + +2023-06-19 03:29:36,214 - yago11k_0.0003 - [INFO] - [Epoch 168]: Training Loss: 0.00113, Valid MRR: 0.31966, + + + +2023-06-19 03:29:36,861 - yago11k_0.0003 - [INFO] - [E:169| 0]: Train Loss:0.0011137, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:30:41,108 - yago11k_0.0003 - [INFO] - [E:169| 100]: Train Loss:0.0011285, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:31:45,352 - yago11k_0.0003 - [INFO] - [E:169| 200]: Train Loss:0.0011275, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:32:49,581 - yago11k_0.0003 - [INFO] - [E:169| 300]: Train Loss:0.0011287, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:33:53,814 - yago11k_0.0003 - [INFO] - [E:169| 400]: Train Loss:0.0011292, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:34:58,058 - yago11k_0.0003 - [INFO] - [E:169| 500]: Train Loss:0.0011297, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:36:01,844 - yago11k_0.0003 - [INFO] - [E:169| 600]: Train Loss:0.0011294, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:36:01,845 - yago11k_0.0003 - [INFO] - [Epoch:169]: Training Loss:0.001129 + +2023-06-19 03:36:02,064 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 03:36:14,352 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 03:36:26,457 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.39975, Head : 0.23105, Avg : 0.3154 + MR: Tail : 764.23, Head : 1081.3, Avg : 922.77 + Hit-1: Tail : 0.31342, Head : 0.19255, Avg : 0.25299 + Hit-3: Tail : 0.44179, Head : 0.22576, Avg : 0.33377 + Hit-10: Tail : 0.56571, Head : 0.30217, Avg : 0.43394 +2023-06-19 03:36:26,458 - yago11k_0.0003 - [INFO] - [Epoch 169]: Training Loss: 0.0011294, Valid MRR: 0.31966, + + + +2023-06-19 03:36:27,103 - yago11k_0.0003 - [INFO] - [E:170| 0]: Train Loss:0.0011183, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:37:31,323 - yago11k_0.0003 - [INFO] - [E:170| 100]: Train Loss:0.0011275, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:38:35,541 - yago11k_0.0003 - [INFO] - [E:170| 200]: Train Loss:0.0011278, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:39:39,718 - yago11k_0.0003 - [INFO] - [E:170| 300]: Train Loss:0.0011278, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:40:43,916 - yago11k_0.0003 - [INFO] - [E:170| 400]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:41:48,104 - yago11k_0.0003 - [INFO] - [E:170| 500]: Train Loss:0.0011284, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:42:51,897 - yago11k_0.0003 - [INFO] - [E:170| 600]: Train Loss:0.0011286, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:42:51,897 - yago11k_0.0003 - [INFO] - [Epoch:170]: Training Loss:0.001129 + +2023-06-19 03:42:52,117 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 03:43:04,397 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 03:43:16,493 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.40451, Head : 0.23145, Avg : 0.31798 + +2023-06-19 03:43:16,493 - yago11k_0.0003 - [INFO] - [Epoch 170]: Training Loss: 0.0011286, Valid MRR: 0.31966, + + + +2023-06-19 03:43:17,142 - yago11k_0.0003 - [INFO] - [E:171| 0]: Train Loss:0.0011607, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:44:21,420 - yago11k_0.0003 - [INFO] - [E:171| 100]: Train Loss:0.0011269, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:45:25,680 - yago11k_0.0003 - [INFO] - [E:171| 200]: Train Loss:0.0011276, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:46:29,938 - yago11k_0.0003 - [INFO] - [E:171| 300]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:47:34,215 - yago11k_0.0003 - [INFO] - [E:171| 400]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:48:38,495 - yago11k_0.0003 - [INFO] - [E:171| 500]: Train Loss:0.0011286, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:49:42,345 - yago11k_0.0003 - [INFO] - [E:171| 600]: Train Loss:0.0011289, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:49:42,345 - yago11k_0.0003 - [INFO] - [Epoch:171]: Training Loss:0.001129 + +2023-06-19 03:49:42,564 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 03:49:54,842 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 03:50:06,953 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.40509, Head : 0.23257, Avg : 0.31883 + +2023-06-19 03:50:06,953 - yago11k_0.0003 - [INFO] - [Epoch 171]: Training Loss: 0.0011289, Valid MRR: 0.31966, + + + +2023-06-19 03:50:07,600 - yago11k_0.0003 - [INFO] - [E:172| 0]: Train Loss:0.0011118, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:51:11,900 - yago11k_0.0003 - [INFO] - [E:172| 100]: Train Loss:0.0011266, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:52:16,185 - yago11k_0.0003 - [INFO] - [E:172| 200]: Train Loss:0.001126, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:53:20,466 - yago11k_0.0003 - [INFO] - [E:172| 300]: Train Loss:0.0011269, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:54:24,721 - yago11k_0.0003 - [INFO] - [E:172| 400]: Train Loss:0.0011273, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:55:29,059 - yago11k_0.0003 - [INFO] - [E:172| 500]: Train Loss:0.0011277, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:56:32,943 - yago11k_0.0003 - [INFO] - [E:172| 600]: Train Loss:0.0011285, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:56:32,943 - yago11k_0.0003 - [INFO] - [Epoch:172]: Training Loss:0.001128 + +2023-06-19 03:56:33,163 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 03:56:45,448 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 03:56:57,559 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.39539, Head : 0.23251, Avg : 0.31395 + +2023-06-19 03:56:57,559 - yago11k_0.0003 - [INFO] - [Epoch 172]: Training Loss: 0.0011285, Valid MRR: 0.31966, + + + +2023-06-19 03:56:58,208 - yago11k_0.0003 - [INFO] - [E:173| 0]: Train Loss:0.0011532, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:58:02,507 - yago11k_0.0003 - [INFO] - [E:173| 100]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 03:59:06,798 - yago11k_0.0003 - [INFO] - [E:173| 200]: Train Loss:0.001128, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 04:00:11,105 - yago11k_0.0003 - [INFO] - [E:173| 300]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 04:01:15,404 - yago11k_0.0003 - [INFO] - [E:173| 400]: Train Loss:0.0011285, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 04:02:19,696 - yago11k_0.0003 - [INFO] - [E:173| 500]: Train Loss:0.0011285, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 04:03:23,572 - yago11k_0.0003 - [INFO] - [E:173| 600]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003 +2023-06-19 04:03:23,572 - yago11k_0.0003 - [INFO] - [Epoch:173]: Training Loss:0.001128 + +2023-06-19 04:03:23,791 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 04:03:36,076 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 04:03:48,190 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.40506, Head : 0.23456, Avg : 0.31981 + +2023-06-19 04:03:49,154 - yago11k_0.0003 - [INFO] - [Epoch 173]: Training Loss: 0.0011282, Valid MRR: 0.31981, + + + +2023-06-19 04:03:49,800 - yago11k_0.0003 - [INFO] - [E:174| 0]: Train Loss:0.0011158, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:04:54,119 - yago11k_0.0003 - [INFO] - [E:174| 100]: Train Loss:0.0011285, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:05:58,437 - yago11k_0.0003 - [INFO] - [E:174| 200]: Train Loss:0.0011273, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:07:02,778 - yago11k_0.0003 - [INFO] - [E:174| 300]: Train Loss:0.0011271, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:08:07,096 - yago11k_0.0003 - [INFO] - [E:174| 400]: Train Loss:0.0011274, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:09:11,422 - yago11k_0.0003 - [INFO] - [E:174| 500]: Train Loss:0.0011276, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:10:15,287 - yago11k_0.0003 - [INFO] - [E:174| 600]: Train Loss:0.0011277, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:10:15,288 - yago11k_0.0003 - [INFO] - [Epoch:174]: Training Loss:0.001128 + +2023-06-19 04:10:15,507 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 04:10:27,793 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 04:10:39,915 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.40519, Head : 0.23218, Avg : 0.31869 + +2023-06-19 04:10:39,915 - yago11k_0.0003 - [INFO] - [Epoch 174]: Training Loss: 0.0011277, Valid MRR: 0.31981, + + + +2023-06-19 04:10:40,562 - yago11k_0.0003 - [INFO] - [E:175| 0]: Train Loss:0.0011237, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:11:44,884 - yago11k_0.0003 - [INFO] - [E:175| 100]: Train Loss:0.0011259, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:12:49,201 - yago11k_0.0003 - [INFO] - [E:175| 200]: Train Loss:0.0011278, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:13:53,514 - yago11k_0.0003 - [INFO] - [E:175| 300]: Train Loss:0.0011276, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:14:57,856 - yago11k_0.0003 - [INFO] - [E:175| 400]: Train Loss:0.0011275, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:16:02,194 - yago11k_0.0003 - [INFO] - [E:175| 500]: Train Loss:0.0011275, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:17:06,066 - yago11k_0.0003 - [INFO] - [E:175| 600]: Train Loss:0.0011274, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:17:06,067 - yago11k_0.0003 - [INFO] - [Epoch:175]: Training Loss:0.001127 + +2023-06-19 04:17:06,286 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 04:17:18,568 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 04:17:30,687 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.40183, Head : 0.23335, Avg : 0.31759 + +2023-06-19 04:17:30,687 - yago11k_0.0003 - [INFO] - [Epoch 175]: Training Loss: 0.0011274, Valid MRR: 0.31981, + + + +2023-06-19 04:17:31,336 - yago11k_0.0003 - [INFO] - [E:176| 0]: Train Loss:0.0011122, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:18:35,645 - yago11k_0.0003 - [INFO] - [E:176| 100]: Train Loss:0.0011269, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:19:39,980 - yago11k_0.0003 - [INFO] - [E:176| 200]: Train Loss:0.0011277, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:20:44,308 - yago11k_0.0003 - [INFO] - [E:176| 300]: Train Loss:0.0011285, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:21:48,630 - yago11k_0.0003 - [INFO] - [E:176| 400]: Train Loss:0.0011284, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:22:52,945 - yago11k_0.0003 - [INFO] - [E:176| 500]: Train Loss:0.0011276, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:23:56,852 - yago11k_0.0003 - [INFO] - [E:176| 600]: Train Loss:0.0011278, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:23:56,852 - yago11k_0.0003 - [INFO] - [Epoch:176]: Training Loss:0.001128 + +2023-06-19 04:23:57,072 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 04:24:09,358 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 04:24:21,491 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.4014, Head : 0.23285, Avg : 0.31713 + +2023-06-19 04:24:21,491 - yago11k_0.0003 - [INFO] - [Epoch 176]: Training Loss: 0.0011278, Valid MRR: 0.31981, + + + +2023-06-19 04:24:22,139 - yago11k_0.0003 - [INFO] - [E:177| 0]: Train Loss:0.0011792, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:25:26,490 - yago11k_0.0003 - [INFO] - [E:177| 100]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:26:30,780 - yago11k_0.0003 - [INFO] - [E:177| 200]: Train Loss:0.0011254, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:27:35,117 - yago11k_0.0003 - [INFO] - [E:177| 300]: Train Loss:0.0011264, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:28:39,437 - yago11k_0.0003 - [INFO] - [E:177| 400]: Train Loss:0.0011265, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:29:43,761 - yago11k_0.0003 - [INFO] - [E:177| 500]: Train Loss:0.0011262, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:30:47,667 - yago11k_0.0003 - [INFO] - [E:177| 600]: Train Loss:0.0011266, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:30:47,668 - yago11k_0.0003 - [INFO] - [Epoch:177]: Training Loss:0.001127 + +2023-06-19 04:30:47,887 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 04:31:00,182 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 04:31:12,302 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.40236, Head : 0.232, Avg : 0.31718 + +2023-06-19 04:31:12,302 - yago11k_0.0003 - [INFO] - [Epoch 177]: Training Loss: 0.0011266, Valid MRR: 0.31981, + + + +2023-06-19 04:31:12,950 - yago11k_0.0003 - [INFO] - [E:178| 0]: Train Loss:0.001121, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:32:17,277 - yago11k_0.0003 - [INFO] - [E:178| 100]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:33:21,605 - yago11k_0.0003 - [INFO] - [E:178| 200]: Train Loss:0.0011258, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:34:25,938 - yago11k_0.0003 - [INFO] - [E:178| 300]: Train Loss:0.0011263, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:35:30,262 - yago11k_0.0003 - [INFO] - [E:178| 400]: Train Loss:0.0011263, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:36:34,589 - yago11k_0.0003 - [INFO] - [E:178| 500]: Train Loss:0.0011266, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:37:38,506 - yago11k_0.0003 - [INFO] - [E:178| 600]: Train Loss:0.0011267, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:37:38,506 - yago11k_0.0003 - [INFO] - [Epoch:178]: Training Loss:0.001127 + +2023-06-19 04:37:38,726 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 04:37:51,022 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 04:38:03,138 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.40608, Head : 0.2328, Avg : 0.31944 + +2023-06-19 04:38:03,138 - yago11k_0.0003 - [INFO] - [Epoch 178]: Training Loss: 0.0011267, Valid MRR: 0.31981, + + + +2023-06-19 04:38:03,786 - yago11k_0.0003 - [INFO] - [E:179| 0]: Train Loss:0.0011488, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:39:08,092 - yago11k_0.0003 - [INFO] - [E:179| 100]: Train Loss:0.0011256, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:40:12,418 - yago11k_0.0003 - [INFO] - [E:179| 200]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:41:16,719 - yago11k_0.0003 - [INFO] - [E:179| 300]: Train Loss:0.0011252, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:42:21,031 - yago11k_0.0003 - [INFO] - [E:179| 400]: Train Loss:0.0011259, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:43:25,354 - yago11k_0.0003 - [INFO] - [E:179| 500]: Train Loss:0.0011264, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:44:29,221 - yago11k_0.0003 - [INFO] - [E:179| 600]: Train Loss:0.0011267, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:44:29,221 - yago11k_0.0003 - [INFO] - [Epoch:179]: Training Loss:0.001127 + +2023-06-19 04:44:29,441 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 04:44:41,724 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 04:44:53,836 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.40298, Head : 0.23331, Avg : 0.31815 + MR: Tail : 773.94, Head : 1084.4, Avg : 929.18 + Hit-1: Tail : 0.31717, Head : 0.19255, Avg : 0.25486 + Hit-3: Tail : 0.44582, Head : 0.22881, Avg : 0.33732 + Hit-10: Tail : 0.56641, Head : 0.31953, Avg : 0.44297 +2023-06-19 04:44:53,836 - yago11k_0.0003 - [INFO] - [Epoch 179]: Training Loss: 0.0011267, Valid MRR: 0.31981, + + + +2023-06-19 04:44:54,484 - yago11k_0.0003 - [INFO] - [E:180| 0]: Train Loss:0.001115, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:45:58,821 - yago11k_0.0003 - [INFO] - [E:180| 100]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:47:03,161 - yago11k_0.0003 - [INFO] - [E:180| 200]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:48:07,459 - yago11k_0.0003 - [INFO] - [E:180| 300]: Train Loss:0.0011258, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:49:11,781 - yago11k_0.0003 - [INFO] - [E:180| 400]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:50:16,145 - yago11k_0.0003 - [INFO] - [E:180| 500]: Train Loss:0.001126, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:51:20,029 - yago11k_0.0003 - [INFO] - [E:180| 600]: Train Loss:0.001126, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:51:20,029 - yago11k_0.0003 - [INFO] - [Epoch:180]: Training Loss:0.001126 + +2023-06-19 04:51:20,249 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 04:51:32,544 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 04:51:44,667 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.40293, Head : 0.23107, Avg : 0.317 + +2023-06-19 04:51:44,667 - yago11k_0.0003 - [INFO] - [Epoch 180]: Training Loss: 0.001126, Valid MRR: 0.31981, + + + +2023-06-19 04:51:45,315 - yago11k_0.0003 - [INFO] - [E:181| 0]: Train Loss:0.0010983, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:52:49,667 - yago11k_0.0003 - [INFO] - [E:181| 100]: Train Loss:0.0011263, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:53:54,011 - yago11k_0.0003 - [INFO] - [E:181| 200]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:54:58,366 - yago11k_0.0003 - [INFO] - [E:181| 300]: Train Loss:0.0011256, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:56:02,711 - yago11k_0.0003 - [INFO] - [E:181| 400]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:57:07,069 - yago11k_0.0003 - [INFO] - [E:181| 500]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:58:10,981 - yago11k_0.0003 - [INFO] - [E:181| 600]: Train Loss:0.0011261, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:58:10,982 - yago11k_0.0003 - [INFO] - [Epoch:181]: Training Loss:0.001126 + +2023-06-19 04:58:11,201 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 04:58:23,490 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 04:58:35,611 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.40528, Head : 0.2322, Avg : 0.31874 + +2023-06-19 04:58:35,611 - yago11k_0.0003 - [INFO] - [Epoch 181]: Training Loss: 0.0011261, Valid MRR: 0.31981, + + + +2023-06-19 04:58:36,259 - yago11k_0.0003 - [INFO] - [E:182| 0]: Train Loss:0.0011316, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 04:59:40,585 - yago11k_0.0003 - [INFO] - [E:182| 100]: Train Loss:0.0011258, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:00:44,908 - yago11k_0.0003 - [INFO] - [E:182| 200]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:01:49,266 - yago11k_0.0003 - [INFO] - [E:182| 300]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:02:53,629 - yago11k_0.0003 - [INFO] - [E:182| 400]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:03:57,965 - yago11k_0.0003 - [INFO] - [E:182| 500]: Train Loss:0.0011256, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:05:01,878 - yago11k_0.0003 - [INFO] - [E:182| 600]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:05:01,878 - yago11k_0.0003 - [INFO] - [Epoch:182]: Training Loss:0.001126 + +2023-06-19 05:05:02,097 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 05:05:14,387 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 05:05:26,525 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.39969, Head : 0.23381, Avg : 0.31675 + +2023-06-19 05:05:26,525 - yago11k_0.0003 - [INFO] - [Epoch 182]: Training Loss: 0.0011257, Valid MRR: 0.31981, + + + +2023-06-19 05:05:27,174 - yago11k_0.0003 - [INFO] - [E:183| 0]: Train Loss:0.001129, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:06:31,499 - yago11k_0.0003 - [INFO] - [E:183| 100]: Train Loss:0.0011227, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:07:35,817 - yago11k_0.0003 - [INFO] - [E:183| 200]: Train Loss:0.0011229, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:08:40,148 - yago11k_0.0003 - [INFO] - [E:183| 300]: Train Loss:0.0011232, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:09:44,467 - yago11k_0.0003 - [INFO] - [E:183| 400]: Train Loss:0.0011239, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:10:48,826 - yago11k_0.0003 - [INFO] - [E:183| 500]: Train Loss:0.0011246, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:11:52,740 - yago11k_0.0003 - [INFO] - [E:183| 600]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:11:52,740 - yago11k_0.0003 - [INFO] - [Epoch:183]: Training Loss:0.001125 + +2023-06-19 05:11:52,960 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 05:12:05,245 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 05:12:17,370 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.40517, Head : 0.23334, Avg : 0.31926 + +2023-06-19 05:12:17,370 - yago11k_0.0003 - [INFO] - [Epoch 183]: Training Loss: 0.0011253, Valid MRR: 0.31981, + + + +2023-06-19 05:12:18,021 - yago11k_0.0003 - [INFO] - [E:184| 0]: Train Loss:0.0011099, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:13:22,363 - yago11k_0.0003 - [INFO] - [E:184| 100]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:14:26,707 - yago11k_0.0003 - [INFO] - [E:184| 200]: Train Loss:0.0011255, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:15:31,040 - yago11k_0.0003 - [INFO] - [E:184| 300]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:16:35,386 - yago11k_0.0003 - [INFO] - [E:184| 400]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:17:39,694 - yago11k_0.0003 - [INFO] - [E:184| 500]: Train Loss:0.0011255, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:18:43,582 - yago11k_0.0003 - [INFO] - [E:184| 600]: Train Loss:0.0011254, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:18:43,582 - yago11k_0.0003 - [INFO] - [Epoch:184]: Training Loss:0.001125 + +2023-06-19 05:18:43,802 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 05:18:56,093 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 05:19:08,227 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.4055, Head : 0.23355, Avg : 0.31952 + +2023-06-19 05:19:08,227 - yago11k_0.0003 - [INFO] - [Epoch 184]: Training Loss: 0.0011254, Valid MRR: 0.31981, + + + +2023-06-19 05:19:08,875 - yago11k_0.0003 - [INFO] - [E:185| 0]: Train Loss:0.0011166, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:20:13,231 - yago11k_0.0003 - [INFO] - [E:185| 100]: Train Loss:0.0011228, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:21:17,588 - yago11k_0.0003 - [INFO] - [E:185| 200]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:22:21,862 - yago11k_0.0003 - [INFO] - [E:185| 300]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:23:26,150 - yago11k_0.0003 - [INFO] - [E:185| 400]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:24:30,473 - yago11k_0.0003 - [INFO] - [E:185| 500]: Train Loss:0.001125, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:25:34,360 - yago11k_0.0003 - [INFO] - [E:185| 600]: Train Loss:0.001125, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:25:34,360 - yago11k_0.0003 - [INFO] - [Epoch:185]: Training Loss:0.001125 + +2023-06-19 05:25:34,580 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 05:25:46,886 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 05:25:59,013 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.4026, Head : 0.23369, Avg : 0.31815 + +2023-06-19 05:25:59,013 - yago11k_0.0003 - [INFO] - [Epoch 185]: Training Loss: 0.001125, Valid MRR: 0.31981, + + + +2023-06-19 05:25:59,660 - yago11k_0.0003 - [INFO] - [E:186| 0]: Train Loss:0.0011387, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:27:03,960 - yago11k_0.0003 - [INFO] - [E:186| 100]: Train Loss:0.001127, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:28:08,317 - yago11k_0.0003 - [INFO] - [E:186| 200]: Train Loss:0.0011256, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:29:12,675 - yago11k_0.0003 - [INFO] - [E:186| 300]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:30:17,016 - yago11k_0.0003 - [INFO] - [E:186| 400]: Train Loss:0.0011248, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:31:21,405 - yago11k_0.0003 - [INFO] - [E:186| 500]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:32:25,365 - yago11k_0.0003 - [INFO] - [E:186| 600]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:32:25,365 - yago11k_0.0003 - [INFO] - [Epoch:186]: Training Loss:0.001125 + +2023-06-19 05:32:25,585 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 05:32:37,902 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 05:32:50,036 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.40204, Head : 0.23358, Avg : 0.31781 + +2023-06-19 05:32:50,036 - yago11k_0.0003 - [INFO] - [Epoch 186]: Training Loss: 0.0011247, Valid MRR: 0.31981, + + + +2023-06-19 05:32:50,686 - yago11k_0.0003 - [INFO] - [E:187| 0]: Train Loss:0.0011259, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:33:55,086 - yago11k_0.0003 - [INFO] - [E:187| 100]: Train Loss:0.0011225, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:34:59,487 - yago11k_0.0003 - [INFO] - [E:187| 200]: Train Loss:0.001124, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:36:03,872 - yago11k_0.0003 - [INFO] - [E:187| 300]: Train Loss:0.0011235, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:37:08,340 - yago11k_0.0003 - [INFO] - [E:187| 400]: Train Loss:0.0011237, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:38:12,719 - yago11k_0.0003 - [INFO] - [E:187| 500]: Train Loss:0.0011241, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:39:16,699 - yago11k_0.0003 - [INFO] - [E:187| 600]: Train Loss:0.0011246, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:39:16,699 - yago11k_0.0003 - [INFO] - [Epoch:187]: Training Loss:0.001125 + +2023-06-19 05:39:16,919 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 05:39:29,235 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 05:39:41,382 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.40348, Head : 0.22945, Avg : 0.31646 + +2023-06-19 05:39:41,383 - yago11k_0.0003 - [INFO] - [Epoch 187]: Training Loss: 0.0011246, Valid MRR: 0.31981, + + + +2023-06-19 05:39:42,032 - yago11k_0.0003 - [INFO] - [E:188| 0]: Train Loss:0.0011291, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:40:46,404 - yago11k_0.0003 - [INFO] - [E:188| 100]: Train Loss:0.0011231, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:41:50,806 - yago11k_0.0003 - [INFO] - [E:188| 200]: Train Loss:0.0011227, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:42:55,222 - yago11k_0.0003 - [INFO] - [E:188| 300]: Train Loss:0.0011233, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:43:59,584 - yago11k_0.0003 - [INFO] - [E:188| 400]: Train Loss:0.0011234, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:45:04,010 - yago11k_0.0003 - [INFO] - [E:188| 500]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:46:07,958 - yago11k_0.0003 - [INFO] - [E:188| 600]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:46:07,958 - yago11k_0.0003 - [INFO] - [Epoch:188]: Training Loss:0.001124 + +2023-06-19 05:46:08,178 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 05:46:20,494 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 05:46:32,636 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.39952, Head : 0.23194, Avg : 0.31573 + +2023-06-19 05:46:32,637 - yago11k_0.0003 - [INFO] - [Epoch 188]: Training Loss: 0.0011244, Valid MRR: 0.31981, + + + +2023-06-19 05:46:33,286 - yago11k_0.0003 - [INFO] - [E:189| 0]: Train Loss:0.0011198, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:47:37,702 - yago11k_0.0003 - [INFO] - [E:189| 100]: Train Loss:0.0011227, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:48:42,131 - yago11k_0.0003 - [INFO] - [E:189| 200]: Train Loss:0.0011245, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:49:46,508 - yago11k_0.0003 - [INFO] - [E:189| 300]: Train Loss:0.0011245, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:50:50,880 - yago11k_0.0003 - [INFO] - [E:189| 400]: Train Loss:0.0011243, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:51:55,249 - yago11k_0.0003 - [INFO] - [E:189| 500]: Train Loss:0.0011246, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:52:59,185 - yago11k_0.0003 - [INFO] - [E:189| 600]: Train Loss:0.0011243, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:52:59,186 - yago11k_0.0003 - [INFO] - [Epoch:189]: Training Loss:0.001124 + +2023-06-19 05:52:59,405 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 05:53:11,718 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 05:53:23,852 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.40237, Head : 0.23263, Avg : 0.3175 + MR: Tail : 777.74, Head : 1093.5, Avg : 935.63 + Hit-1: Tail : 0.32092, Head : 0.19366, Avg : 0.25729 + Hit-3: Tail : 0.43359, Head : 0.2284, Avg : 0.33099 + Hit-10: Tail : 0.56835, Head : 0.31203, Avg : 0.44019 +2023-06-19 05:53:23,853 - yago11k_0.0003 - [INFO] - [Epoch 189]: Training Loss: 0.0011243, Valid MRR: 0.31981, + + + +2023-06-19 05:53:24,503 - yago11k_0.0003 - [INFO] - [E:190| 0]: Train Loss:0.0011343, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:54:28,886 - yago11k_0.0003 - [INFO] - [E:190| 100]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:55:33,306 - yago11k_0.0003 - [INFO] - [E:190| 200]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:56:37,740 - yago11k_0.0003 - [INFO] - [E:190| 300]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:57:42,118 - yago11k_0.0003 - [INFO] - [E:190| 400]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:58:46,476 - yago11k_0.0003 - [INFO] - [E:190| 500]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:59:50,392 - yago11k_0.0003 - [INFO] - [E:190| 600]: Train Loss:0.0011242, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 05:59:50,392 - yago11k_0.0003 - [INFO] - [Epoch:190]: Training Loss:0.001124 + +2023-06-19 05:59:50,611 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 06:00:02,904 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 06:00:15,027 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.40449, Head : 0.23232, Avg : 0.3184 + +2023-06-19 06:00:15,027 - yago11k_0.0003 - [INFO] - [Epoch 190]: Training Loss: 0.0011242, Valid MRR: 0.31981, + + + +2023-06-19 06:00:15,675 - yago11k_0.0003 - [INFO] - [E:191| 0]: Train Loss:0.0011148, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 06:01:19,989 - yago11k_0.0003 - [INFO] - [E:191| 100]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 06:02:24,320 - yago11k_0.0003 - [INFO] - [E:191| 200]: Train Loss:0.001123, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 06:03:28,667 - yago11k_0.0003 - [INFO] - [E:191| 300]: Train Loss:0.0011232, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 06:04:32,990 - yago11k_0.0003 - [INFO] - [E:191| 400]: Train Loss:0.001124, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 06:05:37,303 - yago11k_0.0003 - [INFO] - [E:191| 500]: Train Loss:0.0011234, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 06:06:41,224 - yago11k_0.0003 - [INFO] - [E:191| 600]: Train Loss:0.001124, Val MRR:0.31981, yago11k_0.0003 +2023-06-19 06:06:41,224 - yago11k_0.0003 - [INFO] - [Epoch:191]: Training Loss:0.001124 + +2023-06-19 06:06:41,443 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 06:06:53,745 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 06:07:05,865 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.40763, Head : 0.23404, Avg : 0.32084 + +2023-06-19 06:07:06,807 - yago11k_0.0003 - [INFO] - [Epoch 191]: Training Loss: 0.001124, Valid MRR: 0.32084, + + + +2023-06-19 06:07:07,458 - yago11k_0.0003 - [INFO] - [E:192| 0]: Train Loss:0.0011072, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:08:11,786 - yago11k_0.0003 - [INFO] - [E:192| 100]: Train Loss:0.0011219, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:09:16,119 - yago11k_0.0003 - [INFO] - [E:192| 200]: Train Loss:0.0011222, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:10:20,449 - yago11k_0.0003 - [INFO] - [E:192| 300]: Train Loss:0.0011228, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:11:24,777 - yago11k_0.0003 - [INFO] - [E:192| 400]: Train Loss:0.0011232, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:12:29,119 - yago11k_0.0003 - [INFO] - [E:192| 500]: Train Loss:0.0011234, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:13:33,038 - yago11k_0.0003 - [INFO] - [E:192| 600]: Train Loss:0.001124, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:13:33,038 - yago11k_0.0003 - [INFO] - [Epoch:192]: Training Loss:0.001124 + +2023-06-19 06:13:33,257 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 06:13:45,550 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 06:13:57,688 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.40468, Head : 0.23254, Avg : 0.31861 + +2023-06-19 06:13:57,688 - yago11k_0.0003 - [INFO] - [Epoch 192]: Training Loss: 0.001124, Valid MRR: 0.32084, + + + +2023-06-19 06:13:58,337 - yago11k_0.0003 - [INFO] - [E:193| 0]: Train Loss:0.0011564, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:15:02,697 - yago11k_0.0003 - [INFO] - [E:193| 100]: Train Loss:0.0011254, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:16:07,046 - yago11k_0.0003 - [INFO] - [E:193| 200]: Train Loss:0.0011241, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:17:11,363 - yago11k_0.0003 - [INFO] - [E:193| 300]: Train Loss:0.0011236, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:18:15,692 - yago11k_0.0003 - [INFO] - [E:193| 400]: Train Loss:0.0011238, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:19:20,046 - yago11k_0.0003 - [INFO] - [E:193| 500]: Train Loss:0.0011235, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:20:23,964 - yago11k_0.0003 - [INFO] - [E:193| 600]: Train Loss:0.0011235, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:20:23,964 - yago11k_0.0003 - [INFO] - [Epoch:193]: Training Loss:0.001124 + +2023-06-19 06:20:24,184 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 06:20:36,492 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 06:20:48,617 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.40242, Head : 0.23405, Avg : 0.31824 + +2023-06-19 06:20:48,618 - yago11k_0.0003 - [INFO] - [Epoch 193]: Training Loss: 0.0011235, Valid MRR: 0.32084, + + + +2023-06-19 06:20:49,269 - yago11k_0.0003 - [INFO] - [E:194| 0]: Train Loss:0.0011132, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:21:53,640 - yago11k_0.0003 - [INFO] - [E:194| 100]: Train Loss:0.0011241, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:22:57,989 - yago11k_0.0003 - [INFO] - [E:194| 200]: Train Loss:0.0011237, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:24:02,309 - yago11k_0.0003 - [INFO] - [E:194| 300]: Train Loss:0.0011241, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:25:06,657 - yago11k_0.0003 - [INFO] - [E:194| 400]: Train Loss:0.0011237, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:26:10,928 - yago11k_0.0003 - [INFO] - [E:194| 500]: Train Loss:0.0011234, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:27:14,694 - yago11k_0.0003 - [INFO] - [E:194| 600]: Train Loss:0.0011236, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:27:14,694 - yago11k_0.0003 - [INFO] - [Epoch:194]: Training Loss:0.001124 + +2023-06-19 06:27:14,914 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 06:27:27,196 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 06:27:39,296 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.40302, Head : 0.23542, Avg : 0.31922 + +2023-06-19 06:27:39,296 - yago11k_0.0003 - [INFO] - [Epoch 194]: Training Loss: 0.0011236, Valid MRR: 0.32084, + + + +2023-06-19 06:27:39,943 - yago11k_0.0003 - [INFO] - [E:195| 0]: Train Loss:0.0011103, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:28:44,126 - yago11k_0.0003 - [INFO] - [E:195| 100]: Train Loss:0.0011231, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:29:48,277 - yago11k_0.0003 - [INFO] - [E:195| 200]: Train Loss:0.0011218, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:30:52,390 - yago11k_0.0003 - [INFO] - [E:195| 300]: Train Loss:0.0011222, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:31:56,520 - yago11k_0.0003 - [INFO] - [E:195| 400]: Train Loss:0.001123, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:33:00,637 - yago11k_0.0003 - [INFO] - [E:195| 500]: Train Loss:0.0011227, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:34:04,322 - yago11k_0.0003 - [INFO] - [E:195| 600]: Train Loss:0.001123, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:34:04,322 - yago11k_0.0003 - [INFO] - [Epoch:195]: Training Loss:0.001123 + +2023-06-19 06:34:04,540 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 06:34:16,793 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 06:34:28,878 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.40683, Head : 0.23272, Avg : 0.31977 + +2023-06-19 06:34:28,878 - yago11k_0.0003 - [INFO] - [Epoch 195]: Training Loss: 0.001123, Valid MRR: 0.32084, + + + +2023-06-19 06:34:29,524 - yago11k_0.0003 - [INFO] - [E:196| 0]: Train Loss:0.001112, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:35:33,638 - yago11k_0.0003 - [INFO] - [E:196| 100]: Train Loss:0.0011213, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:36:37,771 - yago11k_0.0003 - [INFO] - [E:196| 200]: Train Loss:0.001122, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:37:41,875 - yago11k_0.0003 - [INFO] - [E:196| 300]: Train Loss:0.0011216, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:38:45,962 - yago11k_0.0003 - [INFO] - [E:196| 400]: Train Loss:0.0011228, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:39:50,086 - yago11k_0.0003 - [INFO] - [E:196| 500]: Train Loss:0.0011226, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:40:53,768 - yago11k_0.0003 - [INFO] - [E:196| 600]: Train Loss:0.0011231, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:40:53,769 - yago11k_0.0003 - [INFO] - [Epoch:196]: Training Loss:0.001123 + +2023-06-19 06:40:53,988 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 06:41:06,239 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 06:41:18,327 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.40452, Head : 0.23562, Avg : 0.32007 + +2023-06-19 06:41:18,327 - yago11k_0.0003 - [INFO] - [Epoch 196]: Training Loss: 0.0011231, Valid MRR: 0.32084, + + + +2023-06-19 06:41:18,974 - yago11k_0.0003 - [INFO] - [E:197| 0]: Train Loss:0.0011337, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:42:23,103 - yago11k_0.0003 - [INFO] - [E:197| 100]: Train Loss:0.0011206, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:43:27,205 - yago11k_0.0003 - [INFO] - [E:197| 200]: Train Loss:0.0011219, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:44:31,289 - yago11k_0.0003 - [INFO] - [E:197| 300]: Train Loss:0.0011221, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:45:35,428 - yago11k_0.0003 - [INFO] - [E:197| 400]: Train Loss:0.0011225, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:46:39,538 - yago11k_0.0003 - [INFO] - [E:197| 500]: Train Loss:0.0011225, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:47:43,224 - yago11k_0.0003 - [INFO] - [E:197| 600]: Train Loss:0.0011223, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:47:43,224 - yago11k_0.0003 - [INFO] - [Epoch:197]: Training Loss:0.001122 + +2023-06-19 06:47:43,443 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 06:47:55,747 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 06:48:07,884 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.40666, Head : 0.23333, Avg : 0.32 + +2023-06-19 06:48:07,884 - yago11k_0.0003 - [INFO] - [Epoch 197]: Training Loss: 0.0011223, Valid MRR: 0.32084, + + + +2023-06-19 06:48:08,532 - yago11k_0.0003 - [INFO] - [E:198| 0]: Train Loss:0.0011072, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:49:12,781 - yago11k_0.0003 - [INFO] - [E:198| 100]: Train Loss:0.0011195, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:50:17,035 - yago11k_0.0003 - [INFO] - [E:198| 200]: Train Loss:0.0011229, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:51:21,242 - yago11k_0.0003 - [INFO] - [E:198| 300]: Train Loss:0.0011218, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:52:25,516 - yago11k_0.0003 - [INFO] - [E:198| 400]: Train Loss:0.001122, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:53:29,773 - yago11k_0.0003 - [INFO] - [E:198| 500]: Train Loss:0.0011219, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:54:33,618 - yago11k_0.0003 - [INFO] - [E:198| 600]: Train Loss:0.0011225, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:54:33,618 - yago11k_0.0003 - [INFO] - [Epoch:198]: Training Loss:0.001122 + +2023-06-19 06:54:33,837 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 06:54:46,106 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 06:54:58,244 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.39747, Head : 0.23366, Avg : 0.31557 + +2023-06-19 06:54:58,244 - yago11k_0.0003 - [INFO] - [Epoch 198]: Training Loss: 0.0011225, Valid MRR: 0.32084, + + + +2023-06-19 06:54:58,894 - yago11k_0.0003 - [INFO] - [E:199| 0]: Train Loss:0.0011209, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:56:03,124 - yago11k_0.0003 - [INFO] - [E:199| 100]: Train Loss:0.0011178, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:57:07,329 - yago11k_0.0003 - [INFO] - [E:199| 200]: Train Loss:0.0011196, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:58:11,520 - yago11k_0.0003 - [INFO] - [E:199| 300]: Train Loss:0.0011206, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 06:59:15,721 - yago11k_0.0003 - [INFO] - [E:199| 400]: Train Loss:0.0011214, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:00:19,932 - yago11k_0.0003 - [INFO] - [E:199| 500]: Train Loss:0.0011216, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:01:23,684 - yago11k_0.0003 - [INFO] - [E:199| 600]: Train Loss:0.0011218, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:01:23,685 - yago11k_0.0003 - [INFO] - [Epoch:199]: Training Loss:0.001122 + +2023-06-19 07:01:23,904 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 07:01:36,162 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 07:01:48,249 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.40337, Head : 0.23315, Avg : 0.31826 + MR: Tail : 762.38, Head : 1084.1, Avg : 923.22 + Hit-1: Tail : 0.32176, Head : 0.19422, Avg : 0.25799 + Hit-3: Tail : 0.43595, Head : 0.22687, Avg : 0.33141 + Hit-10: Tail : 0.56474, Head : 0.31245, Avg : 0.43859 +2023-06-19 07:01:48,249 - yago11k_0.0003 - [INFO] - [Epoch 199]: Training Loss: 0.0011218, Valid MRR: 0.32084, + + + +2023-06-19 07:01:48,896 - yago11k_0.0003 - [INFO] - [E:200| 0]: Train Loss:0.0011427, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:02:53,096 - yago11k_0.0003 - [INFO] - [E:200| 100]: Train Loss:0.001123, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:03:57,306 - yago11k_0.0003 - [INFO] - [E:200| 200]: Train Loss:0.001122, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:05:01,505 - yago11k_0.0003 - [INFO] - [E:200| 300]: Train Loss:0.0011221, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:06:05,716 - yago11k_0.0003 - [INFO] - [E:200| 400]: Train Loss:0.0011224, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:07:09,871 - yago11k_0.0003 - [INFO] - [E:200| 500]: Train Loss:0.0011226, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:08:13,619 - yago11k_0.0003 - [INFO] - [E:200| 600]: Train Loss:0.0011224, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:08:13,620 - yago11k_0.0003 - [INFO] - [Epoch:200]: Training Loss:0.001122 + +2023-06-19 07:08:13,839 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 07:08:26,116 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 07:08:38,221 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.40198, Head : 0.23234, Avg : 0.31716 + +2023-06-19 07:08:38,221 - yago11k_0.0003 - [INFO] - [Epoch 200]: Training Loss: 0.0011224, Valid MRR: 0.32084, + + + +2023-06-19 07:08:38,867 - yago11k_0.0003 - [INFO] - [E:201| 0]: Train Loss:0.0011369, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:09:43,086 - yago11k_0.0003 - [INFO] - [E:201| 100]: Train Loss:0.0011229, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:10:47,264 - yago11k_0.0003 - [INFO] - [E:201| 200]: Train Loss:0.0011223, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:11:51,497 - yago11k_0.0003 - [INFO] - [E:201| 300]: Train Loss:0.001122, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:12:55,733 - yago11k_0.0003 - [INFO] - [E:201| 400]: Train Loss:0.0011212, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:13:59,905 - yago11k_0.0003 - [INFO] - [E:201| 500]: Train Loss:0.0011216, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:15:03,670 - yago11k_0.0003 - [INFO] - [E:201| 600]: Train Loss:0.0011219, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:15:03,670 - yago11k_0.0003 - [INFO] - [Epoch:201]: Training Loss:0.001122 + +2023-06-19 07:15:03,890 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 07:15:16,146 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 07:15:28,248 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.40687, Head : 0.23258, Avg : 0.31973 + +2023-06-19 07:15:28,249 - yago11k_0.0003 - [INFO] - [Epoch 201]: Training Loss: 0.0011219, Valid MRR: 0.32084, + + + +2023-06-19 07:15:28,896 - yago11k_0.0003 - [INFO] - [E:202| 0]: Train Loss:0.0011287, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:16:33,074 - yago11k_0.0003 - [INFO] - [E:202| 100]: Train Loss:0.0011215, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:17:37,236 - yago11k_0.0003 - [INFO] - [E:202| 200]: Train Loss:0.0011209, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:18:41,395 - yago11k_0.0003 - [INFO] - [E:202| 300]: Train Loss:0.0011209, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:19:45,545 - yago11k_0.0003 - [INFO] - [E:202| 400]: Train Loss:0.0011209, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:20:49,669 - yago11k_0.0003 - [INFO] - [E:202| 500]: Train Loss:0.0011212, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:21:53,420 - yago11k_0.0003 - [INFO] - [E:202| 600]: Train Loss:0.0011221, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:21:53,420 - yago11k_0.0003 - [INFO] - [Epoch:202]: Training Loss:0.001122 + +2023-06-19 07:21:53,638 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 07:22:05,900 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 07:22:17,995 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.40609, Head : 0.23368, Avg : 0.31989 + +2023-06-19 07:22:17,996 - yago11k_0.0003 - [INFO] - [Epoch 202]: Training Loss: 0.0011221, Valid MRR: 0.32084, + + + +2023-06-19 07:22:18,643 - yago11k_0.0003 - [INFO] - [E:203| 0]: Train Loss:0.0011667, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:23:22,795 - yago11k_0.0003 - [INFO] - [E:203| 100]: Train Loss:0.0011202, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:24:27,014 - yago11k_0.0003 - [INFO] - [E:203| 200]: Train Loss:0.001121, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:25:31,177 - yago11k_0.0003 - [INFO] - [E:203| 300]: Train Loss:0.0011212, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:26:35,352 - yago11k_0.0003 - [INFO] - [E:203| 400]: Train Loss:0.0011206, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:27:39,517 - yago11k_0.0003 - [INFO] - [E:203| 500]: Train Loss:0.0011211, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:28:43,244 - yago11k_0.0003 - [INFO] - [E:203| 600]: Train Loss:0.0011214, Val MRR:0.32084, yago11k_0.0003 +2023-06-19 07:28:43,244 - yago11k_0.0003 - [INFO] - [Epoch:203]: Training Loss:0.001121 + +2023-06-19 07:28:43,462 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 07:28:55,733 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 07:29:07,812 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.40722, Head : 0.23762, Avg : 0.32242 + +2023-06-19 07:29:08,754 - yago11k_0.0003 - [INFO] - [Epoch 203]: Training Loss: 0.0011214, Valid MRR: 0.32242, + + + +2023-06-19 07:29:09,401 - yago11k_0.0003 - [INFO] - [E:204| 0]: Train Loss:0.0011311, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:30:13,559 - yago11k_0.0003 - [INFO] - [E:204| 100]: Train Loss:0.0011223, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:31:17,717 - yago11k_0.0003 - [INFO] - [E:204| 200]: Train Loss:0.0011218, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:32:21,845 - yago11k_0.0003 - [INFO] - [E:204| 300]: Train Loss:0.0011221, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:33:26,009 - yago11k_0.0003 - [INFO] - [E:204| 400]: Train Loss:0.0011216, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:34:30,179 - yago11k_0.0003 - [INFO] - [E:204| 500]: Train Loss:0.0011217, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:35:33,938 - yago11k_0.0003 - [INFO] - [E:204| 600]: Train Loss:0.0011217, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:35:33,938 - yago11k_0.0003 - [INFO] - [Epoch:204]: Training Loss:0.001122 + +2023-06-19 07:35:34,157 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 07:35:46,418 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 07:35:58,512 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.40712, Head : 0.23446, Avg : 0.32079 + +2023-06-19 07:35:58,512 - yago11k_0.0003 - [INFO] - [Epoch 204]: Training Loss: 0.0011217, Valid MRR: 0.32242, + + + +2023-06-19 07:35:59,161 - yago11k_0.0003 - [INFO] - [E:205| 0]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:37:03,377 - yago11k_0.0003 - [INFO] - [E:205| 100]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:38:07,580 - yago11k_0.0003 - [INFO] - [E:205| 200]: Train Loss:0.0011207, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:39:11,768 - yago11k_0.0003 - [INFO] - [E:205| 300]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:40:15,949 - yago11k_0.0003 - [INFO] - [E:205| 400]: Train Loss:0.0011204, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:41:20,142 - yago11k_0.0003 - [INFO] - [E:205| 500]: Train Loss:0.0011209, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:42:23,863 - yago11k_0.0003 - [INFO] - [E:205| 600]: Train Loss:0.0011215, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:42:23,863 - yago11k_0.0003 - [INFO] - [Epoch:205]: Training Loss:0.001121 + +2023-06-19 07:42:24,082 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 07:42:36,337 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 07:42:48,424 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.40248, Head : 0.23295, Avg : 0.31771 + +2023-06-19 07:42:48,424 - yago11k_0.0003 - [INFO] - [Epoch 205]: Training Loss: 0.0011215, Valid MRR: 0.32242, + + + +2023-06-19 07:42:49,072 - yago11k_0.0003 - [INFO] - [E:206| 0]: Train Loss:0.0011136, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:43:53,260 - yago11k_0.0003 - [INFO] - [E:206| 100]: Train Loss:0.0011231, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:44:57,431 - yago11k_0.0003 - [INFO] - [E:206| 200]: Train Loss:0.0011217, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:46:01,603 - yago11k_0.0003 - [INFO] - [E:206| 300]: Train Loss:0.0011212, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:47:05,765 - yago11k_0.0003 - [INFO] - [E:206| 400]: Train Loss:0.001121, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:48:09,949 - yago11k_0.0003 - [INFO] - [E:206| 500]: Train Loss:0.0011209, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:49:13,681 - yago11k_0.0003 - [INFO] - [E:206| 600]: Train Loss:0.0011207, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:49:13,681 - yago11k_0.0003 - [INFO] - [Epoch:206]: Training Loss:0.001121 + +2023-06-19 07:49:13,900 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 07:49:26,156 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 07:49:38,241 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.40665, Head : 0.23368, Avg : 0.32017 + +2023-06-19 07:49:38,241 - yago11k_0.0003 - [INFO] - [Epoch 206]: Training Loss: 0.0011207, Valid MRR: 0.32242, + + + +2023-06-19 07:49:38,889 - yago11k_0.0003 - [INFO] - [E:207| 0]: Train Loss:0.001141, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:50:43,067 - yago11k_0.0003 - [INFO] - [E:207| 100]: Train Loss:0.0011197, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:51:47,282 - yago11k_0.0003 - [INFO] - [E:207| 200]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:52:51,504 - yago11k_0.0003 - [INFO] - [E:207| 300]: Train Loss:0.0011199, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:53:55,684 - yago11k_0.0003 - [INFO] - [E:207| 400]: Train Loss:0.0011201, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:54:59,896 - yago11k_0.0003 - [INFO] - [E:207| 500]: Train Loss:0.0011204, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:56:03,679 - yago11k_0.0003 - [INFO] - [E:207| 600]: Train Loss:0.0011206, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:56:03,680 - yago11k_0.0003 - [INFO] - [Epoch:207]: Training Loss:0.001121 + +2023-06-19 07:56:03,901 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 07:56:16,158 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 07:56:28,250 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.40672, Head : 0.23346, Avg : 0.32009 + +2023-06-19 07:56:28,250 - yago11k_0.0003 - [INFO] - [Epoch 207]: Training Loss: 0.0011206, Valid MRR: 0.32242, + + + +2023-06-19 07:56:28,898 - yago11k_0.0003 - [INFO] - [E:208| 0]: Train Loss:0.001116, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:57:33,105 - yago11k_0.0003 - [INFO] - [E:208| 100]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:58:37,324 - yago11k_0.0003 - [INFO] - [E:208| 200]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 07:59:41,524 - yago11k_0.0003 - [INFO] - [E:208| 300]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:00:45,718 - yago11k_0.0003 - [INFO] - [E:208| 400]: Train Loss:0.00112, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:01:49,936 - yago11k_0.0003 - [INFO] - [E:208| 500]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:02:53,714 - yago11k_0.0003 - [INFO] - [E:208| 600]: Train Loss:0.0011205, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:02:53,714 - yago11k_0.0003 - [INFO] - [Epoch:208]: Training Loss:0.00112 + +2023-06-19 08:02:53,932 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 08:03:06,186 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 08:03:18,271 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.40712, Head : 0.23448, Avg : 0.3208 + +2023-06-19 08:03:18,271 - yago11k_0.0003 - [INFO] - [Epoch 208]: Training Loss: 0.0011205, Valid MRR: 0.32242, + + + +2023-06-19 08:03:18,919 - yago11k_0.0003 - [INFO] - [E:209| 0]: Train Loss:0.0011028, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:04:23,129 - yago11k_0.0003 - [INFO] - [E:209| 100]: Train Loss:0.0011232, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:05:27,348 - yago11k_0.0003 - [INFO] - [E:209| 200]: Train Loss:0.0011216, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:06:31,543 - yago11k_0.0003 - [INFO] - [E:209| 300]: Train Loss:0.0011205, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:07:35,767 - yago11k_0.0003 - [INFO] - [E:209| 400]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:08:39,985 - yago11k_0.0003 - [INFO] - [E:209| 500]: Train Loss:0.0011205, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:09:43,753 - yago11k_0.0003 - [INFO] - [E:209| 600]: Train Loss:0.0011207, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:09:43,753 - yago11k_0.0003 - [INFO] - [Epoch:209]: Training Loss:0.001121 + +2023-06-19 08:09:43,971 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 08:09:56,227 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 08:10:08,314 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.39933, Head : 0.23314, Avg : 0.31623 + MR: Tail : 790.62, Head : 1124.4, Avg : 957.5 + Hit-1: Tail : 0.313, Head : 0.19269, Avg : 0.25285 + Hit-3: Tail : 0.43707, Head : 0.23118, Avg : 0.33412 + Hit-10: Tail : 0.5746, Head : 0.30939, Avg : 0.442 +2023-06-19 08:10:08,314 - yago11k_0.0003 - [INFO] - [Epoch 209]: Training Loss: 0.0011207, Valid MRR: 0.32242, + + + +2023-06-19 08:10:08,960 - yago11k_0.0003 - [INFO] - [E:210| 0]: Train Loss:0.0010981, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:11:13,169 - yago11k_0.0003 - [INFO] - [E:210| 100]: Train Loss:0.0011197, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:12:17,374 - yago11k_0.0003 - [INFO] - [E:210| 200]: Train Loss:0.0011212, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:13:21,549 - yago11k_0.0003 - [INFO] - [E:210| 300]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:14:25,724 - yago11k_0.0003 - [INFO] - [E:210| 400]: Train Loss:0.0011201, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:15:29,891 - yago11k_0.0003 - [INFO] - [E:210| 500]: Train Loss:0.00112, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:16:33,622 - yago11k_0.0003 - [INFO] - [E:210| 600]: Train Loss:0.0011205, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:16:33,623 - yago11k_0.0003 - [INFO] - [Epoch:210]: Training Loss:0.001121 + +2023-06-19 08:16:33,841 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 08:16:46,093 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 08:16:58,190 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.39841, Head : 0.23216, Avg : 0.31528 + +2023-06-19 08:16:58,190 - yago11k_0.0003 - [INFO] - [Epoch 210]: Training Loss: 0.0011205, Valid MRR: 0.32242, + + + +2023-06-19 08:16:58,843 - yago11k_0.0003 - [INFO] - [E:211| 0]: Train Loss:0.0011085, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:18:03,015 - yago11k_0.0003 - [INFO] - [E:211| 100]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:19:07,156 - yago11k_0.0003 - [INFO] - [E:211| 200]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:20:11,331 - yago11k_0.0003 - [INFO] - [E:211| 300]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:21:15,508 - yago11k_0.0003 - [INFO] - [E:211| 400]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:22:19,690 - yago11k_0.0003 - [INFO] - [E:211| 500]: Train Loss:0.0011193, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:23:23,437 - yago11k_0.0003 - [INFO] - [E:211| 600]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:23:23,437 - yago11k_0.0003 - [INFO] - [Epoch:211]: Training Loss:0.00112 + +2023-06-19 08:23:23,656 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 08:23:35,909 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 08:23:48,000 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.40432, Head : 0.2336, Avg : 0.31896 + +2023-06-19 08:23:48,000 - yago11k_0.0003 - [INFO] - [Epoch 211]: Training Loss: 0.0011202, Valid MRR: 0.32242, + + + +2023-06-19 08:23:48,647 - yago11k_0.0003 - [INFO] - [E:212| 0]: Train Loss:0.0011112, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:24:52,803 - yago11k_0.0003 - [INFO] - [E:212| 100]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:25:56,958 - yago11k_0.0003 - [INFO] - [E:212| 200]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:27:01,120 - yago11k_0.0003 - [INFO] - [E:212| 300]: Train Loss:0.0011193, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:28:05,299 - yago11k_0.0003 - [INFO] - [E:212| 400]: Train Loss:0.00112, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:29:09,454 - yago11k_0.0003 - [INFO] - [E:212| 500]: Train Loss:0.0011201, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:30:13,191 - yago11k_0.0003 - [INFO] - [E:212| 600]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:30:13,191 - yago11k_0.0003 - [INFO] - [Epoch:212]: Training Loss:0.00112 + +2023-06-19 08:30:13,410 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 08:30:25,682 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 08:30:37,769 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.40281, Head : 0.23399, Avg : 0.3184 + +2023-06-19 08:30:37,769 - yago11k_0.0003 - [INFO] - [Epoch 212]: Training Loss: 0.0011203, Valid MRR: 0.32242, + + + +2023-06-19 08:30:38,416 - yago11k_0.0003 - [INFO] - [E:213| 0]: Train Loss:0.0011078, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:31:42,591 - yago11k_0.0003 - [INFO] - [E:213| 100]: Train Loss:0.0011201, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:32:46,762 - yago11k_0.0003 - [INFO] - [E:213| 200]: Train Loss:0.0011211, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:33:50,916 - yago11k_0.0003 - [INFO] - [E:213| 300]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:34:55,063 - yago11k_0.0003 - [INFO] - [E:213| 400]: Train Loss:0.0011197, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:35:59,217 - yago11k_0.0003 - [INFO] - [E:213| 500]: Train Loss:0.0011195, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:37:02,913 - yago11k_0.0003 - [INFO] - [E:213| 600]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:37:02,913 - yago11k_0.0003 - [INFO] - [Epoch:213]: Training Loss:0.00112 + +2023-06-19 08:37:03,132 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 08:37:15,386 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 08:37:27,471 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.40382, Head : 0.23436, Avg : 0.31909 + +2023-06-19 08:37:27,471 - yago11k_0.0003 - [INFO] - [Epoch 213]: Training Loss: 0.0011202, Valid MRR: 0.32242, + + + +2023-06-19 08:37:28,117 - yago11k_0.0003 - [INFO] - [E:214| 0]: Train Loss:0.0011039, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:38:32,251 - yago11k_0.0003 - [INFO] - [E:214| 100]: Train Loss:0.0011212, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:39:36,407 - yago11k_0.0003 - [INFO] - [E:214| 200]: Train Loss:0.0011206, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:40:40,538 - yago11k_0.0003 - [INFO] - [E:214| 300]: Train Loss:0.0011207, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:41:44,675 - yago11k_0.0003 - [INFO] - [E:214| 400]: Train Loss:0.0011206, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:42:48,809 - yago11k_0.0003 - [INFO] - [E:214| 500]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:43:52,508 - yago11k_0.0003 - [INFO] - [E:214| 600]: Train Loss:0.00112, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:43:52,509 - yago11k_0.0003 - [INFO] - [Epoch:214]: Training Loss:0.00112 + +2023-06-19 08:43:52,727 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 08:44:04,972 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 08:44:17,046 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.40588, Head : 0.23268, Avg : 0.31928 + +2023-06-19 08:44:17,046 - yago11k_0.0003 - [INFO] - [Epoch 214]: Training Loss: 0.00112, Valid MRR: 0.32242, + + + +2023-06-19 08:44:17,692 - yago11k_0.0003 - [INFO] - [E:215| 0]: Train Loss:0.0011457, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:45:21,823 - yago11k_0.0003 - [INFO] - [E:215| 100]: Train Loss:0.0011199, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:46:25,937 - yago11k_0.0003 - [INFO] - [E:215| 200]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:47:30,037 - yago11k_0.0003 - [INFO] - [E:215| 300]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:48:34,151 - yago11k_0.0003 - [INFO] - [E:215| 400]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:49:38,262 - yago11k_0.0003 - [INFO] - [E:215| 500]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:50:41,954 - yago11k_0.0003 - [INFO] - [E:215| 600]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:50:41,954 - yago11k_0.0003 - [INFO] - [Epoch:215]: Training Loss:0.00112 + +2023-06-19 08:50:42,173 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 08:50:54,415 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 08:51:06,490 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.40363, Head : 0.23334, Avg : 0.31849 + +2023-06-19 08:51:06,490 - yago11k_0.0003 - [INFO] - [Epoch 215]: Training Loss: 0.0011198, Valid MRR: 0.32242, + + + +2023-06-19 08:51:07,136 - yago11k_0.0003 - [INFO] - [E:216| 0]: Train Loss:0.0011026, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:52:11,256 - yago11k_0.0003 - [INFO] - [E:216| 100]: Train Loss:0.0011184, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:53:15,367 - yago11k_0.0003 - [INFO] - [E:216| 200]: Train Loss:0.0011181, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:54:19,460 - yago11k_0.0003 - [INFO] - [E:216| 300]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:55:23,566 - yago11k_0.0003 - [INFO] - [E:216| 400]: Train Loss:0.001119, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:56:27,658 - yago11k_0.0003 - [INFO] - [E:216| 500]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:57:31,328 - yago11k_0.0003 - [INFO] - [E:216| 600]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:57:31,328 - yago11k_0.0003 - [INFO] - [Epoch:216]: Training Loss:0.00112 + +2023-06-19 08:57:31,546 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 08:57:43,785 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 08:57:55,856 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.40252, Head : 0.23347, Avg : 0.31799 + +2023-06-19 08:57:55,856 - yago11k_0.0003 - [INFO] - [Epoch 216]: Training Loss: 0.0011196, Valid MRR: 0.32242, + + + +2023-06-19 08:57:56,503 - yago11k_0.0003 - [INFO] - [E:217| 0]: Train Loss:0.0011078, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 08:59:00,612 - yago11k_0.0003 - [INFO] - [E:217| 100]: Train Loss:0.0011185, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:00:04,714 - yago11k_0.0003 - [INFO] - [E:217| 200]: Train Loss:0.0011182, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:01:08,814 - yago11k_0.0003 - [INFO] - [E:217| 300]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:02:12,917 - yago11k_0.0003 - [INFO] - [E:217| 400]: Train Loss:0.0011195, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:03:17,017 - yago11k_0.0003 - [INFO] - [E:217| 500]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:04:20,676 - yago11k_0.0003 - [INFO] - [E:217| 600]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:04:20,677 - yago11k_0.0003 - [INFO] - [Epoch:217]: Training Loss:0.001119 + +2023-06-19 09:04:20,895 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 09:04:33,129 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 09:04:45,199 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.40548, Head : 0.23281, Avg : 0.31915 + +2023-06-19 09:04:45,200 - yago11k_0.0003 - [INFO] - [Epoch 217]: Training Loss: 0.0011192, Valid MRR: 0.32242, + + + +2023-06-19 09:04:45,847 - yago11k_0.0003 - [INFO] - [E:218| 0]: Train Loss:0.0011127, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:05:49,921 - yago11k_0.0003 - [INFO] - [E:218| 100]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:06:53,991 - yago11k_0.0003 - [INFO] - [E:218| 200]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:07:58,069 - yago11k_0.0003 - [INFO] - [E:218| 300]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:09:02,180 - yago11k_0.0003 - [INFO] - [E:218| 400]: Train Loss:0.0011189, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:10:06,271 - yago11k_0.0003 - [INFO] - [E:218| 500]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:11:09,937 - yago11k_0.0003 - [INFO] - [E:218| 600]: Train Loss:0.001119, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:11:09,937 - yago11k_0.0003 - [INFO] - [Epoch:218]: Training Loss:0.001119 + +2023-06-19 09:11:10,155 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 09:11:22,404 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 09:11:34,467 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.40636, Head : 0.23594, Avg : 0.32115 + +2023-06-19 09:11:34,467 - yago11k_0.0003 - [INFO] - [Epoch 218]: Training Loss: 0.001119, Valid MRR: 0.32242, + + + +2023-06-19 09:11:35,112 - yago11k_0.0003 - [INFO] - [E:219| 0]: Train Loss:0.0011734, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:12:39,161 - yago11k_0.0003 - [INFO] - [E:219| 100]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:13:43,209 - yago11k_0.0003 - [INFO] - [E:219| 200]: Train Loss:0.0011183, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:14:47,244 - yago11k_0.0003 - [INFO] - [E:219| 300]: Train Loss:0.0011185, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:15:51,322 - yago11k_0.0003 - [INFO] - [E:219| 400]: Train Loss:0.0011184, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:16:55,388 - yago11k_0.0003 - [INFO] - [E:219| 500]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:17:59,005 - yago11k_0.0003 - [INFO] - [E:219| 600]: Train Loss:0.001119, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:17:59,005 - yago11k_0.0003 - [INFO] - [Epoch:219]: Training Loss:0.001119 + +2023-06-19 09:17:59,223 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 09:18:11,453 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 09:18:23,521 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.40644, Head : 0.23375, Avg : 0.32009 + MR: Tail : 788.59, Head : 1126.3, Avg : 957.47 + Hit-1: Tail : 0.32203, Head : 0.19422, Avg : 0.25813 + Hit-3: Tail : 0.44693, Head : 0.22992, Avg : 0.33843 + Hit-10: Tail : 0.5678, Head : 0.31356, Avg : 0.44068 +2023-06-19 09:18:23,521 - yago11k_0.0003 - [INFO] - [Epoch 219]: Training Loss: 0.001119, Valid MRR: 0.32242, + + + +2023-06-19 09:18:24,168 - yago11k_0.0003 - [INFO] - [E:220| 0]: Train Loss:0.0011282, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:19:28,202 - yago11k_0.0003 - [INFO] - [E:220| 100]: Train Loss:0.0011184, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:20:32,223 - yago11k_0.0003 - [INFO] - [E:220| 200]: Train Loss:0.0011183, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:21:36,244 - yago11k_0.0003 - [INFO] - [E:220| 300]: Train Loss:0.001118, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:22:40,185 - yago11k_0.0003 - [INFO] - [E:220| 400]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:23:44,107 - yago11k_0.0003 - [INFO] - [E:220| 500]: Train Loss:0.0011182, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:24:47,685 - yago11k_0.0003 - [INFO] - [E:220| 600]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:24:47,685 - yago11k_0.0003 - [INFO] - [Epoch:220]: Training Loss:0.001119 + +2023-06-19 09:24:47,903 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 09:25:00,134 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 09:25:12,214 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.40603, Head : 0.23389, Avg : 0.31996 + +2023-06-19 09:25:12,214 - yago11k_0.0003 - [INFO] - [Epoch 220]: Training Loss: 0.0011187, Valid MRR: 0.32242, + + + +2023-06-19 09:25:12,859 - yago11k_0.0003 - [INFO] - [E:221| 0]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:26:16,927 - yago11k_0.0003 - [INFO] - [E:221| 100]: Train Loss:0.0011189, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:27:20,971 - yago11k_0.0003 - [INFO] - [E:221| 200]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:28:25,019 - yago11k_0.0003 - [INFO] - [E:221| 300]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:29:29,057 - yago11k_0.0003 - [INFO] - [E:221| 400]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:30:33,118 - yago11k_0.0003 - [INFO] - [E:221| 500]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:31:36,753 - yago11k_0.0003 - [INFO] - [E:221| 600]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:31:36,753 - yago11k_0.0003 - [INFO] - [Epoch:221]: Training Loss:0.001119 + +2023-06-19 09:31:36,971 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 09:31:49,206 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 09:32:01,274 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.40486, Head : 0.23406, Avg : 0.31946 + +2023-06-19 09:32:01,275 - yago11k_0.0003 - [INFO] - [Epoch 221]: Training Loss: 0.0011188, Valid MRR: 0.32242, + + + +2023-06-19 09:32:01,922 - yago11k_0.0003 - [INFO] - [E:222| 0]: Train Loss:0.0011374, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:33:05,977 - yago11k_0.0003 - [INFO] - [E:222| 100]: Train Loss:0.001118, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:34:10,043 - yago11k_0.0003 - [INFO] - [E:222| 200]: Train Loss:0.0011189, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:35:14,080 - yago11k_0.0003 - [INFO] - [E:222| 300]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:36:18,131 - yago11k_0.0003 - [INFO] - [E:222| 400]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:37:22,189 - yago11k_0.0003 - [INFO] - [E:222| 500]: Train Loss:0.0011185, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:38:25,792 - yago11k_0.0003 - [INFO] - [E:222| 600]: Train Loss:0.0011182, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:38:25,793 - yago11k_0.0003 - [INFO] - [Epoch:222]: Training Loss:0.001118 + +2023-06-19 09:38:26,011 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 09:38:38,256 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 09:38:50,319 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.40414, Head : 0.23344, Avg : 0.31879 + +2023-06-19 09:38:50,319 - yago11k_0.0003 - [INFO] - [Epoch 222]: Training Loss: 0.0011182, Valid MRR: 0.32242, + + + +2023-06-19 09:38:50,968 - yago11k_0.0003 - [INFO] - [E:223| 0]: Train Loss:0.0011129, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:39:55,025 - yago11k_0.0003 - [INFO] - [E:223| 100]: Train Loss:0.0011146, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:40:59,062 - yago11k_0.0003 - [INFO] - [E:223| 200]: Train Loss:0.0011164, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:42:03,112 - yago11k_0.0003 - [INFO] - [E:223| 300]: Train Loss:0.0011169, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:43:07,168 - yago11k_0.0003 - [INFO] - [E:223| 400]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:44:11,229 - yago11k_0.0003 - [INFO] - [E:223| 500]: Train Loss:0.001118, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:45:14,832 - yago11k_0.0003 - [INFO] - [E:223| 600]: Train Loss:0.0011182, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:45:14,832 - yago11k_0.0003 - [INFO] - [Epoch:223]: Training Loss:0.001118 + +2023-06-19 09:45:15,051 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 09:45:27,287 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 09:45:39,344 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.40536, Head : 0.23461, Avg : 0.31998 + +2023-06-19 09:45:39,344 - yago11k_0.0003 - [INFO] - [Epoch 223]: Training Loss: 0.0011182, Valid MRR: 0.32242, + + + +2023-06-19 09:45:39,989 - yago11k_0.0003 - [INFO] - [E:224| 0]: Train Loss:0.0011324, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:46:44,057 - yago11k_0.0003 - [INFO] - [E:224| 100]: Train Loss:0.0011155, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:47:48,119 - yago11k_0.0003 - [INFO] - [E:224| 200]: Train Loss:0.0011155, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:48:52,174 - yago11k_0.0003 - [INFO] - [E:224| 300]: Train Loss:0.0011167, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:49:56,231 - yago11k_0.0003 - [INFO] - [E:224| 400]: Train Loss:0.0011175, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:51:00,282 - yago11k_0.0003 - [INFO] - [E:224| 500]: Train Loss:0.0011177, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:52:03,899 - yago11k_0.0003 - [INFO] - [E:224| 600]: Train Loss:0.0011181, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:52:03,900 - yago11k_0.0003 - [INFO] - [Epoch:224]: Training Loss:0.001118 + +2023-06-19 09:52:04,118 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 09:52:16,342 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 09:52:28,400 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.40589, Head : 0.2317, Avg : 0.3188 + +2023-06-19 09:52:28,400 - yago11k_0.0003 - [INFO] - [Epoch 224]: Training Loss: 0.0011181, Valid MRR: 0.32242, + + + +2023-06-19 09:52:29,046 - yago11k_0.0003 - [INFO] - [E:225| 0]: Train Loss:0.0011158, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:53:33,122 - yago11k_0.0003 - [INFO] - [E:225| 100]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:54:37,197 - yago11k_0.0003 - [INFO] - [E:225| 200]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:55:41,264 - yago11k_0.0003 - [INFO] - [E:225| 300]: Train Loss:0.0011179, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:56:45,304 - yago11k_0.0003 - [INFO] - [E:225| 400]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:57:49,363 - yago11k_0.0003 - [INFO] - [E:225| 500]: Train Loss:0.0011179, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:58:52,980 - yago11k_0.0003 - [INFO] - [E:225| 600]: Train Loss:0.0011184, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 09:58:52,980 - yago11k_0.0003 - [INFO] - [Epoch:225]: Training Loss:0.001118 + +2023-06-19 09:58:53,198 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 09:59:05,428 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 09:59:17,489 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.40924, Head : 0.2327, Avg : 0.32097 + +2023-06-19 09:59:17,489 - yago11k_0.0003 - [INFO] - [Epoch 225]: Training Loss: 0.0011184, Valid MRR: 0.32242, + + + +2023-06-19 09:59:18,135 - yago11k_0.0003 - [INFO] - [E:226| 0]: Train Loss:0.0011045, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:00:22,201 - yago11k_0.0003 - [INFO] - [E:226| 100]: Train Loss:0.0011145, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:01:26,269 - yago11k_0.0003 - [INFO] - [E:226| 200]: Train Loss:0.0011164, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:02:30,327 - yago11k_0.0003 - [INFO] - [E:226| 300]: Train Loss:0.0011163, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:03:34,383 - yago11k_0.0003 - [INFO] - [E:226| 400]: Train Loss:0.001117, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:04:38,449 - yago11k_0.0003 - [INFO] - [E:226| 500]: Train Loss:0.0011169, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:05:42,064 - yago11k_0.0003 - [INFO] - [E:226| 600]: Train Loss:0.0011175, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:05:42,064 - yago11k_0.0003 - [INFO] - [Epoch:226]: Training Loss:0.001118 + +2023-06-19 10:05:42,283 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 10:05:54,516 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 10:06:06,576 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.40764, Head : 0.23496, Avg : 0.3213 + +2023-06-19 10:06:06,577 - yago11k_0.0003 - [INFO] - [Epoch 226]: Training Loss: 0.0011175, Valid MRR: 0.32242, + + + +2023-06-19 10:06:07,221 - yago11k_0.0003 - [INFO] - [E:227| 0]: Train Loss:0.0011044, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:07:11,277 - yago11k_0.0003 - [INFO] - [E:227| 100]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:08:15,353 - yago11k_0.0003 - [INFO] - [E:227| 200]: Train Loss:0.001117, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:09:19,448 - yago11k_0.0003 - [INFO] - [E:227| 300]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:10:23,523 - yago11k_0.0003 - [INFO] - [E:227| 400]: Train Loss:0.0011173, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:11:27,578 - yago11k_0.0003 - [INFO] - [E:227| 500]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:12:31,209 - yago11k_0.0003 - [INFO] - [E:227| 600]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:12:31,210 - yago11k_0.0003 - [INFO] - [Epoch:227]: Training Loss:0.001117 + +2023-06-19 10:12:31,428 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 10:12:43,661 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 10:12:55,723 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.4075, Head : 0.23387, Avg : 0.32068 + +2023-06-19 10:12:55,723 - yago11k_0.0003 - [INFO] - [Epoch 227]: Training Loss: 0.0011172, Valid MRR: 0.32242, + + + +2023-06-19 10:12:56,368 - yago11k_0.0003 - [INFO] - [E:228| 0]: Train Loss:0.001165, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:14:00,439 - yago11k_0.0003 - [INFO] - [E:228| 100]: Train Loss:0.0011177, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:15:04,523 - yago11k_0.0003 - [INFO] - [E:228| 200]: Train Loss:0.0011167, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:16:08,581 - yago11k_0.0003 - [INFO] - [E:228| 300]: Train Loss:0.0011167, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:17:12,644 - yago11k_0.0003 - [INFO] - [E:228| 400]: Train Loss:0.0011175, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:18:16,721 - yago11k_0.0003 - [INFO] - [E:228| 500]: Train Loss:0.0011174, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:19:20,358 - yago11k_0.0003 - [INFO] - [E:228| 600]: Train Loss:0.0011174, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:19:20,358 - yago11k_0.0003 - [INFO] - [Epoch:228]: Training Loss:0.001117 + +2023-06-19 10:19:20,577 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 10:19:32,808 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 10:19:44,875 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.4077, Head : 0.2331, Avg : 0.3204 + +2023-06-19 10:19:44,876 - yago11k_0.0003 - [INFO] - [Epoch 228]: Training Loss: 0.0011174, Valid MRR: 0.32242, + + + +2023-06-19 10:19:45,522 - yago11k_0.0003 - [INFO] - [E:229| 0]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:20:49,591 - yago11k_0.0003 - [INFO] - [E:229| 100]: Train Loss:0.0011175, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:21:53,678 - yago11k_0.0003 - [INFO] - [E:229| 200]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:22:57,756 - yago11k_0.0003 - [INFO] - [E:229| 300]: Train Loss:0.0011166, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:24:01,822 - yago11k_0.0003 - [INFO] - [E:229| 400]: Train Loss:0.0011167, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:25:05,906 - yago11k_0.0003 - [INFO] - [E:229| 500]: Train Loss:0.0011174, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:26:09,523 - yago11k_0.0003 - [INFO] - [E:229| 600]: Train Loss:0.0011173, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:26:09,523 - yago11k_0.0003 - [INFO] - [Epoch:229]: Training Loss:0.001117 + +2023-06-19 10:26:09,742 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 10:26:21,976 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 10:26:34,039 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.40757, Head : 0.23537, Avg : 0.32147 + MR: Tail : 794.46, Head : 1139.5, Avg : 967.0 + Hit-1: Tail : 0.32301, Head : 0.19547, Avg : 0.25924 + Hit-3: Tail : 0.44874, Head : 0.23006, Avg : 0.3394 + Hit-10: Tail : 0.57183, Head : 0.31759, Avg : 0.44471 +2023-06-19 10:26:34,039 - yago11k_0.0003 - [INFO] - [Epoch 229]: Training Loss: 0.0011173, Valid MRR: 0.32242, + + + +2023-06-19 10:26:34,685 - yago11k_0.0003 - [INFO] - [E:230| 0]: Train Loss:0.0011305, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:27:38,762 - yago11k_0.0003 - [INFO] - [E:230| 100]: Train Loss:0.0011185, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:28:42,832 - yago11k_0.0003 - [INFO] - [E:230| 200]: Train Loss:0.0011179, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:29:46,896 - yago11k_0.0003 - [INFO] - [E:230| 300]: Train Loss:0.0011173, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:30:50,968 - yago11k_0.0003 - [INFO] - [E:230| 400]: Train Loss:0.0011165, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:31:55,033 - yago11k_0.0003 - [INFO] - [E:230| 500]: Train Loss:0.0011168, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:32:58,670 - yago11k_0.0003 - [INFO] - [E:230| 600]: Train Loss:0.001117, Val MRR:0.32242, yago11k_0.0003 +2023-06-19 10:32:58,670 - yago11k_0.0003 - [INFO] - [Epoch:230]: Training Loss:0.001117 + +2023-06-19 10:32:58,889 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 10:33:11,122 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 10:33:23,198 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.41249, Head : 0.23379, Avg : 0.32314 + +2023-06-19 10:33:24,153 - yago11k_0.0003 - [INFO] - [Epoch 230]: Training Loss: 0.001117, Valid MRR: 0.32314, + + + +2023-06-19 10:33:24,800 - yago11k_0.0003 - [INFO] - [E:231| 0]: Train Loss:0.0010983, Val MRR:0.32314, yago11k_0.0003 +2023-06-19 10:34:28,872 - yago11k_0.0003 - [INFO] - [E:231| 100]: Train Loss:0.0011152, Val MRR:0.32314, yago11k_0.0003 +2023-06-19 10:35:32,932 - yago11k_0.0003 - [INFO] - [E:231| 200]: Train Loss:0.0011167, Val MRR:0.32314, yago11k_0.0003 +2023-06-19 10:36:37,013 - yago11k_0.0003 - [INFO] - [E:231| 300]: Train Loss:0.0011168, Val MRR:0.32314, yago11k_0.0003 +2023-06-19 10:37:41,089 - yago11k_0.0003 - [INFO] - [E:231| 400]: Train Loss:0.0011172, Val MRR:0.32314, yago11k_0.0003 +2023-06-19 10:38:45,174 - yago11k_0.0003 - [INFO] - [E:231| 500]: Train Loss:0.0011171, Val MRR:0.32314, yago11k_0.0003 +2023-06-19 10:39:48,839 - yago11k_0.0003 - [INFO] - [E:231| 600]: Train Loss:0.0011171, Val MRR:0.32314, yago11k_0.0003 +2023-06-19 10:39:48,840 - yago11k_0.0003 - [INFO] - [Epoch:231]: Training Loss:0.001117 + +2023-06-19 10:39:49,058 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 10:40:01,301 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 10:40:13,390 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.41262, Head : 0.23568, Avg : 0.32415 + +2023-06-19 10:40:14,420 - yago11k_0.0003 - [INFO] - [Epoch 231]: Training Loss: 0.0011171, Valid MRR: 0.32415, + + + +2023-06-19 10:40:15,069 - yago11k_0.0003 - [INFO] - [E:232| 0]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:41:19,122 - yago11k_0.0003 - [INFO] - [E:232| 100]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:42:23,120 - yago11k_0.0003 - [INFO] - [E:232| 200]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:43:27,091 - yago11k_0.0003 - [INFO] - [E:232| 300]: Train Loss:0.001117, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:44:31,055 - yago11k_0.0003 - [INFO] - [E:232| 400]: Train Loss:0.0011169, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:45:35,031 - yago11k_0.0003 - [INFO] - [E:232| 500]: Train Loss:0.0011167, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:46:38,588 - yago11k_0.0003 - [INFO] - [E:232| 600]: Train Loss:0.0011169, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:46:38,588 - yago11k_0.0003 - [INFO] - [Epoch:232]: Training Loss:0.001117 + +2023-06-19 10:46:38,807 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 10:46:51,048 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 10:47:03,107 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.40469, Head : 0.235, Avg : 0.31984 + +2023-06-19 10:47:03,107 - yago11k_0.0003 - [INFO] - [Epoch 232]: Training Loss: 0.0011169, Valid MRR: 0.32415, + + + +2023-06-19 10:47:03,754 - yago11k_0.0003 - [INFO] - [E:233| 0]: Train Loss:0.0011209, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:48:07,758 - yago11k_0.0003 - [INFO] - [E:233| 100]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:49:11,762 - yago11k_0.0003 - [INFO] - [E:233| 200]: Train Loss:0.001119, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:50:15,774 - yago11k_0.0003 - [INFO] - [E:233| 300]: Train Loss:0.0011175, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:51:19,788 - yago11k_0.0003 - [INFO] - [E:233| 400]: Train Loss:0.0011174, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:52:23,776 - yago11k_0.0003 - [INFO] - [E:233| 500]: Train Loss:0.001117, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:53:27,301 - yago11k_0.0003 - [INFO] - [E:233| 600]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:53:27,301 - yago11k_0.0003 - [INFO] - [Epoch:233]: Training Loss:0.001117 + +2023-06-19 10:53:27,519 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 10:53:39,752 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 10:53:51,802 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.40588, Head : 0.23602, Avg : 0.32095 + +2023-06-19 10:53:51,802 - yago11k_0.0003 - [INFO] - [Epoch 233]: Training Loss: 0.0011168, Valid MRR: 0.32415, + + + +2023-06-19 10:53:52,447 - yago11k_0.0003 - [INFO] - [E:234| 0]: Train Loss:0.0011373, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:54:56,409 - yago11k_0.0003 - [INFO] - [E:234| 100]: Train Loss:0.0011173, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:56:00,349 - yago11k_0.0003 - [INFO] - [E:234| 200]: Train Loss:0.0011173, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:57:04,286 - yago11k_0.0003 - [INFO] - [E:234| 300]: Train Loss:0.001116, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:58:08,204 - yago11k_0.0003 - [INFO] - [E:234| 400]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 10:59:12,113 - yago11k_0.0003 - [INFO] - [E:234| 500]: Train Loss:0.0011165, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:00:15,589 - yago11k_0.0003 - [INFO] - [E:234| 600]: Train Loss:0.0011171, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:00:15,590 - yago11k_0.0003 - [INFO] - [Epoch:234]: Training Loss:0.001117 + +2023-06-19 11:00:15,807 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 11:00:28,022 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 11:00:40,064 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.40625, Head : 0.2359, Avg : 0.32108 + +2023-06-19 11:00:40,064 - yago11k_0.0003 - [INFO] - [Epoch 234]: Training Loss: 0.0011171, Valid MRR: 0.32415, + + + +2023-06-19 11:00:40,707 - yago11k_0.0003 - [INFO] - [E:235| 0]: Train Loss:0.0011172, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:01:44,599 - yago11k_0.0003 - [INFO] - [E:235| 100]: Train Loss:0.0011173, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:02:48,480 - yago11k_0.0003 - [INFO] - [E:235| 200]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:03:52,370 - yago11k_0.0003 - [INFO] - [E:235| 300]: Train Loss:0.0011167, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:04:56,276 - yago11k_0.0003 - [INFO] - [E:235| 400]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:06:00,158 - yago11k_0.0003 - [INFO] - [E:235| 500]: Train Loss:0.001117, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:07:03,614 - yago11k_0.0003 - [INFO] - [E:235| 600]: Train Loss:0.0011169, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:07:03,615 - yago11k_0.0003 - [INFO] - [Epoch:235]: Training Loss:0.001117 + +2023-06-19 11:07:03,832 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 11:07:16,047 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 11:07:28,092 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.40484, Head : 0.23413, Avg : 0.31949 + +2023-06-19 11:07:28,092 - yago11k_0.0003 - [INFO] - [Epoch 235]: Training Loss: 0.0011169, Valid MRR: 0.32415, + + + +2023-06-19 11:07:28,736 - yago11k_0.0003 - [INFO] - [E:236| 0]: Train Loss:0.0011408, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:08:32,642 - yago11k_0.0003 - [INFO] - [E:236| 100]: Train Loss:0.0011178, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:09:36,520 - yago11k_0.0003 - [INFO] - [E:236| 200]: Train Loss:0.0011164, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:10:40,406 - yago11k_0.0003 - [INFO] - [E:236| 300]: Train Loss:0.0011165, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:11:44,295 - yago11k_0.0003 - [INFO] - [E:236| 400]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:12:48,173 - yago11k_0.0003 - [INFO] - [E:236| 500]: Train Loss:0.0011158, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:13:51,627 - yago11k_0.0003 - [INFO] - [E:236| 600]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:13:51,628 - yago11k_0.0003 - [INFO] - [Epoch:236]: Training Loss:0.001116 + +2023-06-19 11:13:51,845 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 11:14:04,054 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 11:14:16,091 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.40695, Head : 0.23595, Avg : 0.32145 + +2023-06-19 11:14:16,091 - yago11k_0.0003 - [INFO] - [Epoch 236]: Training Loss: 0.0011161, Valid MRR: 0.32415, + + + +2023-06-19 11:14:16,735 - yago11k_0.0003 - [INFO] - [E:237| 0]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:15:20,604 - yago11k_0.0003 - [INFO] - [E:237| 100]: Train Loss:0.0011151, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:16:24,493 - yago11k_0.0003 - [INFO] - [E:237| 200]: Train Loss:0.0011162, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:17:28,370 - yago11k_0.0003 - [INFO] - [E:237| 300]: Train Loss:0.0011164, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:18:32,238 - yago11k_0.0003 - [INFO] - [E:237| 400]: Train Loss:0.0011166, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:19:36,095 - yago11k_0.0003 - [INFO] - [E:237| 500]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:20:39,539 - yago11k_0.0003 - [INFO] - [E:237| 600]: Train Loss:0.0011167, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:20:39,539 - yago11k_0.0003 - [INFO] - [Epoch:237]: Training Loss:0.001117 + +2023-06-19 11:20:39,757 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 11:20:51,970 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 11:21:04,009 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.4053, Head : 0.23438, Avg : 0.31984 + +2023-06-19 11:21:04,009 - yago11k_0.0003 - [INFO] - [Epoch 237]: Training Loss: 0.0011167, Valid MRR: 0.32415, + + + +2023-06-19 11:21:04,654 - yago11k_0.0003 - [INFO] - [E:238| 0]: Train Loss:0.0011043, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:22:08,520 - yago11k_0.0003 - [INFO] - [E:238| 100]: Train Loss:0.001119, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:23:12,395 - yago11k_0.0003 - [INFO] - [E:238| 200]: Train Loss:0.0011176, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:24:16,268 - yago11k_0.0003 - [INFO] - [E:238| 300]: Train Loss:0.0011172, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:25:20,136 - yago11k_0.0003 - [INFO] - [E:238| 400]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:26:24,003 - yago11k_0.0003 - [INFO] - [E:238| 500]: Train Loss:0.0011165, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:27:27,443 - yago11k_0.0003 - [INFO] - [E:238| 600]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:27:27,444 - yago11k_0.0003 - [INFO] - [Epoch:238]: Training Loss:0.001117 + +2023-06-19 11:27:27,661 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 11:27:39,869 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 11:27:51,910 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.41138, Head : 0.23371, Avg : 0.32255 + +2023-06-19 11:27:51,910 - yago11k_0.0003 - [INFO] - [Epoch 238]: Training Loss: 0.0011168, Valid MRR: 0.32415, + + + +2023-06-19 11:27:52,556 - yago11k_0.0003 - [INFO] - [E:239| 0]: Train Loss:0.0011369, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:28:56,422 - yago11k_0.0003 - [INFO] - [E:239| 100]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:30:00,300 - yago11k_0.0003 - [INFO] - [E:239| 200]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:31:04,159 - yago11k_0.0003 - [INFO] - [E:239| 300]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:32:08,015 - yago11k_0.0003 - [INFO] - [E:239| 400]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:33:11,861 - yago11k_0.0003 - [INFO] - [E:239| 500]: Train Loss:0.0011156, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:34:15,283 - yago11k_0.0003 - [INFO] - [E:239| 600]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:34:15,284 - yago11k_0.0003 - [INFO] - [Epoch:239]: Training Loss:0.001116 + +2023-06-19 11:34:15,502 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 11:34:27,710 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 11:34:39,747 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.40935, Head : 0.23544, Avg : 0.3224 + MR: Tail : 747.11, Head : 1107.3, Avg : 927.23 + Hit-1: Tail : 0.32648, Head : 0.19464, Avg : 0.26056 + Hit-3: Tail : 0.44762, Head : 0.23395, Avg : 0.34079 + Hit-10: Tail : 0.5703, Head : 0.31342, Avg : 0.44186 +2023-06-19 11:34:39,747 - yago11k_0.0003 - [INFO] - [Epoch 239]: Training Loss: 0.0011159, Valid MRR: 0.32415, + + + +2023-06-19 11:34:40,391 - yago11k_0.0003 - [INFO] - [E:240| 0]: Train Loss:0.0011009, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:35:44,242 - yago11k_0.0003 - [INFO] - [E:240| 100]: Train Loss:0.0011135, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:36:48,099 - yago11k_0.0003 - [INFO] - [E:240| 200]: Train Loss:0.0011153, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:37:51,962 - yago11k_0.0003 - [INFO] - [E:240| 300]: Train Loss:0.001116, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:38:55,810 - yago11k_0.0003 - [INFO] - [E:240| 400]: Train Loss:0.0011155, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:39:59,662 - yago11k_0.0003 - [INFO] - [E:240| 500]: Train Loss:0.0011156, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:41:03,084 - yago11k_0.0003 - [INFO] - [E:240| 600]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:41:03,084 - yago11k_0.0003 - [INFO] - [Epoch:240]: Training Loss:0.001116 + +2023-06-19 11:41:03,303 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 11:41:15,520 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 11:41:27,565 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.41085, Head : 0.23265, Avg : 0.32175 + +2023-06-19 11:41:27,565 - yago11k_0.0003 - [INFO] - [Epoch 240]: Training Loss: 0.0011157, Valid MRR: 0.32415, + + + +2023-06-19 11:41:28,210 - yago11k_0.0003 - [INFO] - [E:241| 0]: Train Loss:0.0011162, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:42:32,122 - yago11k_0.0003 - [INFO] - [E:241| 100]: Train Loss:0.0011175, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:43:36,021 - yago11k_0.0003 - [INFO] - [E:241| 200]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:44:39,942 - yago11k_0.0003 - [INFO] - [E:241| 300]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:45:43,844 - yago11k_0.0003 - [INFO] - [E:241| 400]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:46:47,775 - yago11k_0.0003 - [INFO] - [E:241| 500]: Train Loss:0.0011162, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:47:51,274 - yago11k_0.0003 - [INFO] - [E:241| 600]: Train Loss:0.0011164, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:47:51,275 - yago11k_0.0003 - [INFO] - [Epoch:241]: Training Loss:0.001116 + +2023-06-19 11:47:51,493 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 11:48:03,705 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 11:48:15,755 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.41023, Head : 0.23529, Avg : 0.32276 + +2023-06-19 11:48:15,756 - yago11k_0.0003 - [INFO] - [Epoch 241]: Training Loss: 0.0011164, Valid MRR: 0.32415, + + + +2023-06-19 11:48:16,400 - yago11k_0.0003 - [INFO] - [E:242| 0]: Train Loss:0.0011272, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:49:20,390 - yago11k_0.0003 - [INFO] - [E:242| 100]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:50:24,252 - yago11k_0.0003 - [INFO] - [E:242| 200]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:51:28,119 - yago11k_0.0003 - [INFO] - [E:242| 300]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:52:31,988 - yago11k_0.0003 - [INFO] - [E:242| 400]: Train Loss:0.0011153, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:53:35,858 - yago11k_0.0003 - [INFO] - [E:242| 500]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:54:39,288 - yago11k_0.0003 - [INFO] - [E:242| 600]: Train Loss:0.0011158, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:54:39,288 - yago11k_0.0003 - [INFO] - [Epoch:242]: Training Loss:0.001116 + +2023-06-19 11:54:39,507 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 11:54:51,726 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 11:55:03,782 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.41131, Head : 0.23296, Avg : 0.32213 + +2023-06-19 11:55:03,782 - yago11k_0.0003 - [INFO] - [Epoch 242]: Training Loss: 0.0011158, Valid MRR: 0.32415, + + + +2023-06-19 11:55:04,427 - yago11k_0.0003 - [INFO] - [E:243| 0]: Train Loss:0.0011341, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:56:08,392 - yago11k_0.0003 - [INFO] - [E:243| 100]: Train Loss:0.0011169, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:57:12,313 - yago11k_0.0003 - [INFO] - [E:243| 200]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:58:16,266 - yago11k_0.0003 - [INFO] - [E:243| 300]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 11:59:20,199 - yago11k_0.0003 - [INFO] - [E:243| 400]: Train Loss:0.0011162, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:00:24,146 - yago11k_0.0003 - [INFO] - [E:243| 500]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:01:27,666 - yago11k_0.0003 - [INFO] - [E:243| 600]: Train Loss:0.001116, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:01:27,667 - yago11k_0.0003 - [INFO] - [Epoch:243]: Training Loss:0.001116 + +2023-06-19 12:01:27,885 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 12:01:40,098 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 12:01:52,156 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.41023, Head : 0.23317, Avg : 0.3217 + +2023-06-19 12:01:52,156 - yago11k_0.0003 - [INFO] - [Epoch 243]: Training Loss: 0.001116, Valid MRR: 0.32415, + + + +2023-06-19 12:01:52,802 - yago11k_0.0003 - [INFO] - [E:244| 0]: Train Loss:0.001172, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:02:56,751 - yago11k_0.0003 - [INFO] - [E:244| 100]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:04:00,668 - yago11k_0.0003 - [INFO] - [E:244| 200]: Train Loss:0.0011144, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:05:04,584 - yago11k_0.0003 - [INFO] - [E:244| 300]: Train Loss:0.0011146, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:06:08,504 - yago11k_0.0003 - [INFO] - [E:244| 400]: Train Loss:0.0011149, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:07:12,423 - yago11k_0.0003 - [INFO] - [E:244| 500]: Train Loss:0.0011147, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:08:15,904 - yago11k_0.0003 - [INFO] - [E:244| 600]: Train Loss:0.0011153, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:08:15,905 - yago11k_0.0003 - [INFO] - [Epoch:244]: Training Loss:0.001115 + +2023-06-19 12:08:16,123 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 12:08:28,346 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 12:08:40,395 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.40497, Head : 0.23113, Avg : 0.31805 + +2023-06-19 12:08:40,395 - yago11k_0.0003 - [INFO] - [Epoch 244]: Training Loss: 0.0011153, Valid MRR: 0.32415, + + + +2023-06-19 12:08:41,041 - yago11k_0.0003 - [INFO] - [E:245| 0]: Train Loss:0.0011241, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:09:44,937 - yago11k_0.0003 - [INFO] - [E:245| 100]: Train Loss:0.0011165, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:10:48,850 - yago11k_0.0003 - [INFO] - [E:245| 200]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:11:52,759 - yago11k_0.0003 - [INFO] - [E:245| 300]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:12:56,666 - yago11k_0.0003 - [INFO] - [E:245| 400]: Train Loss:0.0011147, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:14:00,566 - yago11k_0.0003 - [INFO] - [E:245| 500]: Train Loss:0.0011151, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:15:04,040 - yago11k_0.0003 - [INFO] - [E:245| 600]: Train Loss:0.0011152, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:15:04,040 - yago11k_0.0003 - [INFO] - [Epoch:245]: Training Loss:0.001115 + +2023-06-19 12:15:04,258 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 12:15:16,487 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 12:15:28,532 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.40582, Head : 0.23209, Avg : 0.31895 + +2023-06-19 12:15:28,532 - yago11k_0.0003 - [INFO] - [Epoch 245]: Training Loss: 0.0011152, Valid MRR: 0.32415, + + + +2023-06-19 12:15:29,178 - yago11k_0.0003 - [INFO] - [E:246| 0]: Train Loss:0.0011126, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:16:33,096 - yago11k_0.0003 - [INFO] - [E:246| 100]: Train Loss:0.0011131, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:17:37,019 - yago11k_0.0003 - [INFO] - [E:246| 200]: Train Loss:0.0011137, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:18:40,961 - yago11k_0.0003 - [INFO] - [E:246| 300]: Train Loss:0.0011136, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:19:44,893 - yago11k_0.0003 - [INFO] - [E:246| 400]: Train Loss:0.0011135, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:20:48,831 - yago11k_0.0003 - [INFO] - [E:246| 500]: Train Loss:0.0011145, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:21:52,323 - yago11k_0.0003 - [INFO] - [E:246| 600]: Train Loss:0.0011152, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:21:52,323 - yago11k_0.0003 - [INFO] - [Epoch:246]: Training Loss:0.001115 + +2023-06-19 12:21:52,541 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 12:22:04,764 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 12:22:16,806 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.40791, Head : 0.23146, Avg : 0.31968 + +2023-06-19 12:22:16,806 - yago11k_0.0003 - [INFO] - [Epoch 246]: Training Loss: 0.0011152, Valid MRR: 0.32415, + + + +2023-06-19 12:22:17,450 - yago11k_0.0003 - [INFO] - [E:247| 0]: Train Loss:0.0011074, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:23:21,362 - yago11k_0.0003 - [INFO] - [E:247| 100]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:24:25,271 - yago11k_0.0003 - [INFO] - [E:247| 200]: Train Loss:0.0011166, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:25:29,174 - yago11k_0.0003 - [INFO] - [E:247| 300]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:26:33,075 - yago11k_0.0003 - [INFO] - [E:247| 400]: Train Loss:0.0011155, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:27:36,988 - yago11k_0.0003 - [INFO] - [E:247| 500]: Train Loss:0.001116, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:28:40,476 - yago11k_0.0003 - [INFO] - [E:247| 600]: Train Loss:0.0011153, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:28:40,476 - yago11k_0.0003 - [INFO] - [Epoch:247]: Training Loss:0.001115 + +2023-06-19 12:28:40,694 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 12:28:52,906 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 12:29:04,946 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.41338, Head : 0.23321, Avg : 0.32329 + +2023-06-19 12:29:04,946 - yago11k_0.0003 - [INFO] - [Epoch 247]: Training Loss: 0.0011153, Valid MRR: 0.32415, + + + +2023-06-19 12:29:05,591 - yago11k_0.0003 - [INFO] - [E:248| 0]: Train Loss:0.001107, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:30:09,501 - yago11k_0.0003 - [INFO] - [E:248| 100]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:31:13,416 - yago11k_0.0003 - [INFO] - [E:248| 200]: Train Loss:0.0011146, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:32:17,324 - yago11k_0.0003 - [INFO] - [E:248| 300]: Train Loss:0.0011145, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:33:21,242 - yago11k_0.0003 - [INFO] - [E:248| 400]: Train Loss:0.0011144, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:34:25,152 - yago11k_0.0003 - [INFO] - [E:248| 500]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:35:28,628 - yago11k_0.0003 - [INFO] - [E:248| 600]: Train Loss:0.0011147, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:35:28,629 - yago11k_0.0003 - [INFO] - [Epoch:248]: Training Loss:0.001115 + +2023-06-19 12:35:28,847 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 12:35:41,051 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 12:35:53,092 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.40851, Head : 0.23177, Avg : 0.32014 + +2023-06-19 12:35:53,092 - yago11k_0.0003 - [INFO] - [Epoch 248]: Training Loss: 0.0011147, Valid MRR: 0.32415, + + + +2023-06-19 12:35:53,737 - yago11k_0.0003 - [INFO] - [E:249| 0]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:36:57,704 - yago11k_0.0003 - [INFO] - [E:249| 100]: Train Loss:0.0011122, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:38:01,728 - yago11k_0.0003 - [INFO] - [E:249| 200]: Train Loss:0.0011137, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:39:05,778 - yago11k_0.0003 - [INFO] - [E:249| 300]: Train Loss:0.0011143, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:40:09,885 - yago11k_0.0003 - [INFO] - [E:249| 400]: Train Loss:0.0011145, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:41:14,036 - yago11k_0.0003 - [INFO] - [E:249| 500]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:42:17,756 - yago11k_0.0003 - [INFO] - [E:249| 600]: Train Loss:0.0011149, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:42:17,757 - yago11k_0.0003 - [INFO] - [Epoch:249]: Training Loss:0.001115 + +2023-06-19 12:42:17,975 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 12:42:30,228 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 12:42:42,314 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.40707, Head : 0.23303, Avg : 0.32005 + MR: Tail : 785.15, Head : 1138.2, Avg : 961.67 + Hit-1: Tail : 0.32523, Head : 0.19297, Avg : 0.2591 + Hit-3: Tail : 0.44415, Head : 0.23201, Avg : 0.33808 + Hit-10: Tail : 0.56613, Head : 0.31106, Avg : 0.43859 +2023-06-19 12:42:42,314 - yago11k_0.0003 - [INFO] - [Epoch 249]: Training Loss: 0.0011149, Valid MRR: 0.32415, + + + +2023-06-19 12:42:42,960 - yago11k_0.0003 - [INFO] - [E:250| 0]: Train Loss:0.0011112, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:43:47,167 - yago11k_0.0003 - [INFO] - [E:250| 100]: Train Loss:0.0011131, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:44:51,399 - yago11k_0.0003 - [INFO] - [E:250| 200]: Train Loss:0.0011136, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:45:55,654 - yago11k_0.0003 - [INFO] - [E:250| 300]: Train Loss:0.0011135, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:46:59,905 - yago11k_0.0003 - [INFO] - [E:250| 400]: Train Loss:0.0011147, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:48:04,178 - yago11k_0.0003 - [INFO] - [E:250| 500]: Train Loss:0.0011142, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:49:07,992 - yago11k_0.0003 - [INFO] - [E:250| 600]: Train Loss:0.0011146, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:49:07,992 - yago11k_0.0003 - [INFO] - [Epoch:250]: Training Loss:0.001115 + +2023-06-19 12:49:08,212 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 12:49:20,476 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 12:49:32,567 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.40922, Head : 0.23461, Avg : 0.32192 + +2023-06-19 12:49:32,567 - yago11k_0.0003 - [INFO] - [Epoch 250]: Training Loss: 0.0011146, Valid MRR: 0.32415, + + + +2023-06-19 12:49:33,213 - yago11k_0.0003 - [INFO] - [E:251| 0]: Train Loss:0.0011226, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:50:37,452 - yago11k_0.0003 - [INFO] - [E:251| 100]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:51:41,698 - yago11k_0.0003 - [INFO] - [E:251| 200]: Train Loss:0.001115, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:52:45,946 - yago11k_0.0003 - [INFO] - [E:251| 300]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:53:50,176 - yago11k_0.0003 - [INFO] - [E:251| 400]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:54:54,407 - yago11k_0.0003 - [INFO] - [E:251| 500]: Train Loss:0.001115, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:55:58,188 - yago11k_0.0003 - [INFO] - [E:251| 600]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:55:58,188 - yago11k_0.0003 - [INFO] - [Epoch:251]: Training Loss:0.001115 + +2023-06-19 12:55:58,406 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 12:56:10,669 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 12:56:22,766 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.40958, Head : 0.23335, Avg : 0.32147 + +2023-06-19 12:56:22,767 - yago11k_0.0003 - [INFO] - [Epoch 251]: Training Loss: 0.0011148, Valid MRR: 0.32415, + + + +2023-06-19 12:56:23,414 - yago11k_0.0003 - [INFO] - [E:252| 0]: Train Loss:0.0011076, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:57:27,645 - yago11k_0.0003 - [INFO] - [E:252| 100]: Train Loss:0.0011149, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:58:31,887 - yago11k_0.0003 - [INFO] - [E:252| 200]: Train Loss:0.001114, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 12:59:36,107 - yago11k_0.0003 - [INFO] - [E:252| 300]: Train Loss:0.0011135, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:00:40,367 - yago11k_0.0003 - [INFO] - [E:252| 400]: Train Loss:0.0011141, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:01:44,611 - yago11k_0.0003 - [INFO] - [E:252| 500]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:02:48,391 - yago11k_0.0003 - [INFO] - [E:252| 600]: Train Loss:0.0011144, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:02:48,392 - yago11k_0.0003 - [INFO] - [Epoch:252]: Training Loss:0.001114 + +2023-06-19 13:02:48,609 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 13:03:00,861 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 13:03:12,946 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.40803, Head : 0.23482, Avg : 0.32142 + +2023-06-19 13:03:12,947 - yago11k_0.0003 - [INFO] - [Epoch 252]: Training Loss: 0.0011144, Valid MRR: 0.32415, + + + +2023-06-19 13:03:13,594 - yago11k_0.0003 - [INFO] - [E:253| 0]: Train Loss:0.0011381, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:04:17,707 - yago11k_0.0003 - [INFO] - [E:253| 100]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:05:21,789 - yago11k_0.0003 - [INFO] - [E:253| 200]: Train Loss:0.0011124, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:06:25,823 - yago11k_0.0003 - [INFO] - [E:253| 300]: Train Loss:0.001113, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:07:29,853 - yago11k_0.0003 - [INFO] - [E:253| 400]: Train Loss:0.0011132, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:08:33,864 - yago11k_0.0003 - [INFO] - [E:253| 500]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:09:37,456 - yago11k_0.0003 - [INFO] - [E:253| 600]: Train Loss:0.0011142, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:09:37,456 - yago11k_0.0003 - [INFO] - [Epoch:253]: Training Loss:0.001114 + +2023-06-19 13:09:37,674 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 13:09:49,895 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 13:10:01,964 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.41028, Head : 0.2327, Avg : 0.32149 + +2023-06-19 13:10:01,964 - yago11k_0.0003 - [INFO] - [Epoch 253]: Training Loss: 0.0011142, Valid MRR: 0.32415, + + + +2023-06-19 13:10:02,610 - yago11k_0.0003 - [INFO] - [E:254| 0]: Train Loss:0.0011036, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:11:06,599 - yago11k_0.0003 - [INFO] - [E:254| 100]: Train Loss:0.0011108, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:12:10,585 - yago11k_0.0003 - [INFO] - [E:254| 200]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:13:14,562 - yago11k_0.0003 - [INFO] - [E:254| 300]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:14:18,542 - yago11k_0.0003 - [INFO] - [E:254| 400]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:15:22,530 - yago11k_0.0003 - [INFO] - [E:254| 500]: Train Loss:0.0011136, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:16:26,068 - yago11k_0.0003 - [INFO] - [E:254| 600]: Train Loss:0.0011141, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:16:26,068 - yago11k_0.0003 - [INFO] - [Epoch:254]: Training Loss:0.001114 + +2023-06-19 13:16:26,287 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 13:16:38,513 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 13:16:50,571 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.4091, Head : 0.23238, Avg : 0.32074 + +2023-06-19 13:16:50,571 - yago11k_0.0003 - [INFO] - [Epoch 254]: Training Loss: 0.0011141, Valid MRR: 0.32415, + + + +2023-06-19 13:16:51,215 - yago11k_0.0003 - [INFO] - [E:255| 0]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:17:55,217 - yago11k_0.0003 - [INFO] - [E:255| 100]: Train Loss:0.0011131, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:18:59,186 - yago11k_0.0003 - [INFO] - [E:255| 200]: Train Loss:0.0011133, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:20:03,160 - yago11k_0.0003 - [INFO] - [E:255| 300]: Train Loss:0.0011137, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:21:07,126 - yago11k_0.0003 - [INFO] - [E:255| 400]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:22:11,085 - yago11k_0.0003 - [INFO] - [E:255| 500]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:23:14,611 - yago11k_0.0003 - [INFO] - [E:255| 600]: Train Loss:0.0011141, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:23:14,611 - yago11k_0.0003 - [INFO] - [Epoch:255]: Training Loss:0.001114 + +2023-06-19 13:23:14,830 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 13:23:27,060 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 13:23:39,115 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.41062, Head : 0.23636, Avg : 0.32349 + +2023-06-19 13:23:39,115 - yago11k_0.0003 - [INFO] - [Epoch 255]: Training Loss: 0.0011141, Valid MRR: 0.32415, + + + +2023-06-19 13:23:39,759 - yago11k_0.0003 - [INFO] - [E:256| 0]: Train Loss:0.0011038, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:24:43,689 - yago11k_0.0003 - [INFO] - [E:256| 100]: Train Loss:0.0011141, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:25:47,608 - yago11k_0.0003 - [INFO] - [E:256| 200]: Train Loss:0.0011136, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:26:51,528 - yago11k_0.0003 - [INFO] - [E:256| 300]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:27:55,437 - yago11k_0.0003 - [INFO] - [E:256| 400]: Train Loss:0.0011145, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:28:59,367 - yago11k_0.0003 - [INFO] - [E:256| 500]: Train Loss:0.0011142, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:30:02,859 - yago11k_0.0003 - [INFO] - [E:256| 600]: Train Loss:0.0011142, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:30:02,860 - yago11k_0.0003 - [INFO] - [Epoch:256]: Training Loss:0.001114 + +2023-06-19 13:30:03,077 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 13:30:15,297 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 13:30:27,338 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.41141, Head : 0.23618, Avg : 0.32379 + +2023-06-19 13:30:27,339 - yago11k_0.0003 - [INFO] - [Epoch 256]: Training Loss: 0.0011142, Valid MRR: 0.32415, + + + +2023-06-19 13:30:27,984 - yago11k_0.0003 - [INFO] - [E:257| 0]: Train Loss:0.0011342, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:31:31,903 - yago11k_0.0003 - [INFO] - [E:257| 100]: Train Loss:0.0011123, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:32:35,823 - yago11k_0.0003 - [INFO] - [E:257| 200]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:33:39,738 - yago11k_0.0003 - [INFO] - [E:257| 300]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:34:43,671 - yago11k_0.0003 - [INFO] - [E:257| 400]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:35:47,607 - yago11k_0.0003 - [INFO] - [E:257| 500]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:36:51,093 - yago11k_0.0003 - [INFO] - [E:257| 600]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003 +2023-06-19 13:36:51,093 - yago11k_0.0003 - [INFO] - [Epoch:257]: Training Loss:0.001114 + +2023-06-19 13:36:51,311 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 13:37:03,530 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 13:37:15,568 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.4128, Head : 0.23605, Avg : 0.32442 + +2023-06-19 13:37:16,519 - yago11k_0.0003 - [INFO] - [Epoch 257]: Training Loss: 0.0011138, Valid MRR: 0.32442, + + + +2023-06-19 13:37:17,166 - yago11k_0.0003 - [INFO] - [E:258| 0]: Train Loss:0.001112, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:38:21,107 - yago11k_0.0003 - [INFO] - [E:258| 100]: Train Loss:0.0011137, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:39:25,043 - yago11k_0.0003 - [INFO] - [E:258| 200]: Train Loss:0.0011146, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:40:28,970 - yago11k_0.0003 - [INFO] - [E:258| 300]: Train Loss:0.0011144, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:41:32,912 - yago11k_0.0003 - [INFO] - [E:258| 400]: Train Loss:0.001114, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:42:36,849 - yago11k_0.0003 - [INFO] - [E:258| 500]: Train Loss:0.0011145, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:43:40,348 - yago11k_0.0003 - [INFO] - [E:258| 600]: Train Loss:0.0011142, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:43:40,349 - yago11k_0.0003 - [INFO] - [Epoch:258]: Training Loss:0.001114 + +2023-06-19 13:43:40,566 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 13:43:52,781 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 13:44:04,826 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.40489, Head : 0.23469, Avg : 0.31979 + +2023-06-19 13:44:04,826 - yago11k_0.0003 - [INFO] - [Epoch 258]: Training Loss: 0.0011142, Valid MRR: 0.32442, + + + +2023-06-19 13:44:05,473 - yago11k_0.0003 - [INFO] - [E:259| 0]: Train Loss:0.0011044, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:45:09,414 - yago11k_0.0003 - [INFO] - [E:259| 100]: Train Loss:0.0011126, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:46:13,342 - yago11k_0.0003 - [INFO] - [E:259| 200]: Train Loss:0.0011128, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:47:17,274 - yago11k_0.0003 - [INFO] - [E:259| 300]: Train Loss:0.001113, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:48:21,204 - yago11k_0.0003 - [INFO] - [E:259| 400]: Train Loss:0.0011134, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:49:25,145 - yago11k_0.0003 - [INFO] - [E:259| 500]: Train Loss:0.0011134, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:50:28,646 - yago11k_0.0003 - [INFO] - [E:259| 600]: Train Loss:0.0011136, Val MRR:0.32442, yago11k_0.0003 +2023-06-19 13:50:28,647 - yago11k_0.0003 - [INFO] - [Epoch:259]: Training Loss:0.001114 + +2023-06-19 13:50:28,864 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 13:50:41,072 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 13:50:53,108 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.41681, Head : 0.23439, Avg : 0.3256 + MR: Tail : 807.94, Head : 1138.1, Avg : 973.04 + Hit-1: Tail : 0.33162, Head : 0.19394, Avg : 0.26278 + Hit-3: Tail : 0.46096, Head : 0.23062, Avg : 0.34579 + Hit-10: Tail : 0.58544, Head : 0.31245, Avg : 0.44894 +2023-06-19 13:50:54,055 - yago11k_0.0003 - [INFO] - [Epoch 259]: Training Loss: 0.0011136, Valid MRR: 0.3256, + + + +2023-06-19 13:50:54,701 - yago11k_0.0003 - [INFO] - [E:260| 0]: Train Loss:0.00116, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 13:51:58,628 - yago11k_0.0003 - [INFO] - [E:260| 100]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 13:53:02,533 - yago11k_0.0003 - [INFO] - [E:260| 200]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 13:54:06,451 - yago11k_0.0003 - [INFO] - [E:260| 300]: Train Loss:0.0011137, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 13:55:10,369 - yago11k_0.0003 - [INFO] - [E:260| 400]: Train Loss:0.0011137, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 13:56:14,290 - yago11k_0.0003 - [INFO] - [E:260| 500]: Train Loss:0.0011134, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 13:57:17,792 - yago11k_0.0003 - [INFO] - [E:260| 600]: Train Loss:0.0011137, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 13:57:17,792 - yago11k_0.0003 - [INFO] - [Epoch:260]: Training Loss:0.001114 + +2023-06-19 13:57:18,010 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 13:57:30,224 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 13:57:42,267 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.41257, Head : 0.2359, Avg : 0.32424 + +2023-06-19 13:57:42,267 - yago11k_0.0003 - [INFO] - [Epoch 260]: Training Loss: 0.0011137, Valid MRR: 0.3256, + + + +2023-06-19 13:57:42,915 - yago11k_0.0003 - [INFO] - [E:261| 0]: Train Loss:0.0011232, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 13:58:46,849 - yago11k_0.0003 - [INFO] - [E:261| 100]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 13:59:50,785 - yago11k_0.0003 - [INFO] - [E:261| 200]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:00:54,706 - yago11k_0.0003 - [INFO] - [E:261| 300]: Train Loss:0.0011125, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:01:58,622 - yago11k_0.0003 - [INFO] - [E:261| 400]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:03:02,537 - yago11k_0.0003 - [INFO] - [E:261| 500]: Train Loss:0.0011134, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:04:06,029 - yago11k_0.0003 - [INFO] - [E:261| 600]: Train Loss:0.0011134, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:04:06,029 - yago11k_0.0003 - [INFO] - [Epoch:261]: Training Loss:0.001113 + +2023-06-19 14:04:06,248 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 14:04:18,460 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 14:04:30,497 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.4097, Head : 0.23576, Avg : 0.32273 + +2023-06-19 14:04:30,497 - yago11k_0.0003 - [INFO] - [Epoch 261]: Training Loss: 0.0011134, Valid MRR: 0.3256, + + + +2023-06-19 14:04:31,141 - yago11k_0.0003 - [INFO] - [E:262| 0]: Train Loss:0.0010988, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:05:35,075 - yago11k_0.0003 - [INFO] - [E:262| 100]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:06:39,011 - yago11k_0.0003 - [INFO] - [E:262| 200]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:07:42,933 - yago11k_0.0003 - [INFO] - [E:262| 300]: Train Loss:0.0011133, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:08:46,859 - yago11k_0.0003 - [INFO] - [E:262| 400]: Train Loss:0.0011136, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:09:50,775 - yago11k_0.0003 - [INFO] - [E:262| 500]: Train Loss:0.0011133, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:10:54,289 - yago11k_0.0003 - [INFO] - [E:262| 600]: Train Loss:0.0011136, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:10:54,289 - yago11k_0.0003 - [INFO] - [Epoch:262]: Training Loss:0.001114 + +2023-06-19 14:10:54,507 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 14:11:06,716 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 14:11:18,764 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.40929, Head : 0.23371, Avg : 0.3215 + +2023-06-19 14:11:18,764 - yago11k_0.0003 - [INFO] - [Epoch 262]: Training Loss: 0.0011136, Valid MRR: 0.3256, + + + +2023-06-19 14:11:19,409 - yago11k_0.0003 - [INFO] - [E:263| 0]: Train Loss:0.0011053, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:12:23,336 - yago11k_0.0003 - [INFO] - [E:263| 100]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:13:27,249 - yago11k_0.0003 - [INFO] - [E:263| 200]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:14:31,158 - yago11k_0.0003 - [INFO] - [E:263| 300]: Train Loss:0.0011127, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:15:35,076 - yago11k_0.0003 - [INFO] - [E:263| 400]: Train Loss:0.0011131, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:16:38,996 - yago11k_0.0003 - [INFO] - [E:263| 500]: Train Loss:0.0011135, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:17:42,469 - yago11k_0.0003 - [INFO] - [E:263| 600]: Train Loss:0.0011136, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:17:42,470 - yago11k_0.0003 - [INFO] - [Epoch:263]: Training Loss:0.001114 + +2023-06-19 14:17:42,687 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 14:17:54,892 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 14:18:06,937 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.40202, Head : 0.23563, Avg : 0.31883 + +2023-06-19 14:18:06,937 - yago11k_0.0003 - [INFO] - [Epoch 263]: Training Loss: 0.0011136, Valid MRR: 0.3256, + + + +2023-06-19 14:18:07,584 - yago11k_0.0003 - [INFO] - [E:264| 0]: Train Loss:0.0010925, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:19:11,517 - yago11k_0.0003 - [INFO] - [E:264| 100]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:20:15,449 - yago11k_0.0003 - [INFO] - [E:264| 200]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:21:19,370 - yago11k_0.0003 - [INFO] - [E:264| 300]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:22:23,294 - yago11k_0.0003 - [INFO] - [E:264| 400]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:23:27,223 - yago11k_0.0003 - [INFO] - [E:264| 500]: Train Loss:0.0011127, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:24:30,715 - yago11k_0.0003 - [INFO] - [E:264| 600]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:24:30,715 - yago11k_0.0003 - [INFO] - [Epoch:264]: Training Loss:0.001113 + +2023-06-19 14:24:30,933 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 14:24:43,146 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 14:24:55,203 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.4024, Head : 0.23397, Avg : 0.31818 + +2023-06-19 14:24:55,204 - yago11k_0.0003 - [INFO] - [Epoch 264]: Training Loss: 0.0011128, Valid MRR: 0.3256, + + + +2023-06-19 14:24:55,850 - yago11k_0.0003 - [INFO] - [E:265| 0]: Train Loss:0.0011062, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:25:59,784 - yago11k_0.0003 - [INFO] - [E:265| 100]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:27:03,700 - yago11k_0.0003 - [INFO] - [E:265| 200]: Train Loss:0.0011132, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:28:07,634 - yago11k_0.0003 - [INFO] - [E:265| 300]: Train Loss:0.0011131, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:29:11,577 - yago11k_0.0003 - [INFO] - [E:265| 400]: Train Loss:0.0011127, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:30:15,524 - yago11k_0.0003 - [INFO] - [E:265| 500]: Train Loss:0.0011133, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:31:19,024 - yago11k_0.0003 - [INFO] - [E:265| 600]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:31:19,025 - yago11k_0.0003 - [INFO] - [Epoch:265]: Training Loss:0.001113 + +2023-06-19 14:31:19,242 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 14:31:31,454 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 14:31:43,512 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.40742, Head : 0.23373, Avg : 0.32057 + +2023-06-19 14:31:43,512 - yago11k_0.0003 - [INFO] - [Epoch 265]: Training Loss: 0.001113, Valid MRR: 0.3256, + + + +2023-06-19 14:31:44,157 - yago11k_0.0003 - [INFO] - [E:266| 0]: Train Loss:0.0011075, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:32:48,097 - yago11k_0.0003 - [INFO] - [E:266| 100]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:33:52,034 - yago11k_0.0003 - [INFO] - [E:266| 200]: Train Loss:0.0011124, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:34:55,953 - yago11k_0.0003 - [INFO] - [E:266| 300]: Train Loss:0.0011131, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:35:59,873 - yago11k_0.0003 - [INFO] - [E:266| 400]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:37:03,856 - yago11k_0.0003 - [INFO] - [E:266| 500]: Train Loss:0.0011124, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:38:07,398 - yago11k_0.0003 - [INFO] - [E:266| 600]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:38:07,399 - yago11k_0.0003 - [INFO] - [Epoch:266]: Training Loss:0.001113 + +2023-06-19 14:38:07,617 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 14:38:19,845 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 14:38:31,899 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.41025, Head : 0.23696, Avg : 0.32361 + +2023-06-19 14:38:31,900 - yago11k_0.0003 - [INFO] - [Epoch 266]: Training Loss: 0.0011128, Valid MRR: 0.3256, + + + +2023-06-19 14:38:32,545 - yago11k_0.0003 - [INFO] - [E:267| 0]: Train Loss:0.0011016, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:39:36,558 - yago11k_0.0003 - [INFO] - [E:267| 100]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:40:40,535 - yago11k_0.0003 - [INFO] - [E:267| 200]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:41:44,522 - yago11k_0.0003 - [INFO] - [E:267| 300]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:42:48,498 - yago11k_0.0003 - [INFO] - [E:267| 400]: Train Loss:0.0011127, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:43:52,459 - yago11k_0.0003 - [INFO] - [E:267| 500]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:44:56,020 - yago11k_0.0003 - [INFO] - [E:267| 600]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:44:56,020 - yago11k_0.0003 - [INFO] - [Epoch:267]: Training Loss:0.001113 + +2023-06-19 14:44:56,239 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 14:45:08,470 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 14:45:20,516 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.40915, Head : 0.23447, Avg : 0.32181 + +2023-06-19 14:45:20,516 - yago11k_0.0003 - [INFO] - [Epoch 267]: Training Loss: 0.001113, Valid MRR: 0.3256, + + + +2023-06-19 14:45:21,162 - yago11k_0.0003 - [INFO] - [E:268| 0]: Train Loss:0.0011087, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:46:25,143 - yago11k_0.0003 - [INFO] - [E:268| 100]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:47:29,136 - yago11k_0.0003 - [INFO] - [E:268| 200]: Train Loss:0.0011109, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:48:33,134 - yago11k_0.0003 - [INFO] - [E:268| 300]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:49:37,129 - yago11k_0.0003 - [INFO] - [E:268| 400]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:50:41,112 - yago11k_0.0003 - [INFO] - [E:268| 500]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:51:44,664 - yago11k_0.0003 - [INFO] - [E:268| 600]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:51:44,664 - yago11k_0.0003 - [INFO] - [Epoch:268]: Training Loss:0.001113 + +2023-06-19 14:51:44,883 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 14:51:57,105 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 14:52:09,161 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.41127, Head : 0.23425, Avg : 0.32276 + +2023-06-19 14:52:09,161 - yago11k_0.0003 - [INFO] - [Epoch 268]: Training Loss: 0.0011126, Valid MRR: 0.3256, + + + +2023-06-19 14:52:09,806 - yago11k_0.0003 - [INFO] - [E:269| 0]: Train Loss:0.0010992, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:53:13,802 - yago11k_0.0003 - [INFO] - [E:269| 100]: Train Loss:0.0011095, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:54:17,771 - yago11k_0.0003 - [INFO] - [E:269| 200]: Train Loss:0.0011109, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:55:21,761 - yago11k_0.0003 - [INFO] - [E:269| 300]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:56:25,733 - yago11k_0.0003 - [INFO] - [E:269| 400]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:57:29,720 - yago11k_0.0003 - [INFO] - [E:269| 500]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:58:33,270 - yago11k_0.0003 - [INFO] - [E:269| 600]: Train Loss:0.0011129, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 14:58:33,271 - yago11k_0.0003 - [INFO] - [Epoch:269]: Training Loss:0.001113 + +2023-06-19 14:58:33,489 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 14:58:45,711 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 14:58:57,763 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.41082, Head : 0.23597, Avg : 0.3234 + MR: Tail : 777.31, Head : 1127.9, Avg : 952.58 + Hit-1: Tail : 0.3269, Head : 0.19644, Avg : 0.26167 + Hit-3: Tail : 0.45249, Head : 0.23118, Avg : 0.34183 + Hit-10: Tail : 0.57433, Head : 0.31398, Avg : 0.44415 +2023-06-19 14:58:57,763 - yago11k_0.0003 - [INFO] - [Epoch 269]: Training Loss: 0.0011129, Valid MRR: 0.3256, + + + +2023-06-19 14:58:58,408 - yago11k_0.0003 - [INFO] - [E:270| 0]: Train Loss:0.001104, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:00:02,420 - yago11k_0.0003 - [INFO] - [E:270| 100]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:01:06,424 - yago11k_0.0003 - [INFO] - [E:270| 200]: Train Loss:0.0011109, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:02:10,461 - yago11k_0.0003 - [INFO] - [E:270| 300]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:03:14,468 - yago11k_0.0003 - [INFO] - [E:270| 400]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:04:18,468 - yago11k_0.0003 - [INFO] - [E:270| 500]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:05:22,026 - yago11k_0.0003 - [INFO] - [E:270| 600]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:05:22,026 - yago11k_0.0003 - [INFO] - [Epoch:270]: Training Loss:0.001113 + +2023-06-19 15:05:22,244 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 15:05:34,460 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 15:05:46,510 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.41364, Head : 0.23608, Avg : 0.32486 + +2023-06-19 15:05:46,510 - yago11k_0.0003 - [INFO] - [Epoch 270]: Training Loss: 0.0011126, Valid MRR: 0.3256, + + + +2023-06-19 15:05:47,154 - yago11k_0.0003 - [INFO] - [E:271| 0]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:06:51,166 - yago11k_0.0003 - [INFO] - [E:271| 100]: Train Loss:0.0011139, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:07:55,159 - yago11k_0.0003 - [INFO] - [E:271| 200]: Train Loss:0.0011132, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:08:59,154 - yago11k_0.0003 - [INFO] - [E:271| 300]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:10:03,144 - yago11k_0.0003 - [INFO] - [E:271| 400]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:11:07,123 - yago11k_0.0003 - [INFO] - [E:271| 500]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:12:10,699 - yago11k_0.0003 - [INFO] - [E:271| 600]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:12:10,699 - yago11k_0.0003 - [INFO] - [Epoch:271]: Training Loss:0.001112 + +2023-06-19 15:12:10,918 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 15:12:23,138 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 15:12:35,185 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.40872, Head : 0.23501, Avg : 0.32187 + +2023-06-19 15:12:35,185 - yago11k_0.0003 - [INFO] - [Epoch 271]: Training Loss: 0.0011122, Valid MRR: 0.3256, + + + +2023-06-19 15:12:35,833 - yago11k_0.0003 - [INFO] - [E:272| 0]: Train Loss:0.0011201, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:13:39,851 - yago11k_0.0003 - [INFO] - [E:272| 100]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:14:43,850 - yago11k_0.0003 - [INFO] - [E:272| 200]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:15:47,850 - yago11k_0.0003 - [INFO] - [E:272| 300]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:16:51,840 - yago11k_0.0003 - [INFO] - [E:272| 400]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:17:55,843 - yago11k_0.0003 - [INFO] - [E:272| 500]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:18:59,384 - yago11k_0.0003 - [INFO] - [E:272| 600]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:18:59,384 - yago11k_0.0003 - [INFO] - [Epoch:272]: Training Loss:0.001112 + +2023-06-19 15:18:59,603 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 15:19:11,815 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 15:19:23,861 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.40879, Head : 0.23541, Avg : 0.3221 + +2023-06-19 15:19:23,861 - yago11k_0.0003 - [INFO] - [Epoch 272]: Training Loss: 0.0011122, Valid MRR: 0.3256, + + + +2023-06-19 15:19:24,506 - yago11k_0.0003 - [INFO] - [E:273| 0]: Train Loss:0.0011002, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:20:28,437 - yago11k_0.0003 - [INFO] - [E:273| 100]: Train Loss:0.0011106, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:21:32,384 - yago11k_0.0003 - [INFO] - [E:273| 200]: Train Loss:0.0011107, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:22:36,369 - yago11k_0.0003 - [INFO] - [E:273| 300]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:23:40,353 - yago11k_0.0003 - [INFO] - [E:273| 400]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:24:44,274 - yago11k_0.0003 - [INFO] - [E:273| 500]: Train Loss:0.0011125, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:25:47,779 - yago11k_0.0003 - [INFO] - [E:273| 600]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:25:47,779 - yago11k_0.0003 - [INFO] - [Epoch:273]: Training Loss:0.001112 + +2023-06-19 15:25:47,998 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 15:26:00,200 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 15:26:12,232 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.41421, Head : 0.23292, Avg : 0.32356 + +2023-06-19 15:26:12,232 - yago11k_0.0003 - [INFO] - [Epoch 273]: Training Loss: 0.0011123, Valid MRR: 0.3256, + + + +2023-06-19 15:26:12,876 - yago11k_0.0003 - [INFO] - [E:274| 0]: Train Loss:0.0011622, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:27:16,776 - yago11k_0.0003 - [INFO] - [E:274| 100]: Train Loss:0.0011096, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:28:20,701 - yago11k_0.0003 - [INFO] - [E:274| 200]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:29:24,692 - yago11k_0.0003 - [INFO] - [E:274| 300]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:30:28,739 - yago11k_0.0003 - [INFO] - [E:274| 400]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:31:32,821 - yago11k_0.0003 - [INFO] - [E:274| 500]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:32:36,507 - yago11k_0.0003 - [INFO] - [E:274| 600]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:32:36,507 - yago11k_0.0003 - [INFO] - [Epoch:274]: Training Loss:0.001112 + +2023-06-19 15:32:36,726 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 15:32:48,981 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 15:33:01,062 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.41404, Head : 0.23552, Avg : 0.32478 + +2023-06-19 15:33:01,062 - yago11k_0.0003 - [INFO] - [Epoch 274]: Training Loss: 0.001112, Valid MRR: 0.3256, + + + +2023-06-19 15:33:01,709 - yago11k_0.0003 - [INFO] - [E:275| 0]: Train Loss:0.0011086, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:34:05,842 - yago11k_0.0003 - [INFO] - [E:275| 100]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:35:09,961 - yago11k_0.0003 - [INFO] - [E:275| 200]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:36:14,102 - yago11k_0.0003 - [INFO] - [E:275| 300]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:37:18,228 - yago11k_0.0003 - [INFO] - [E:275| 400]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:38:22,390 - yago11k_0.0003 - [INFO] - [E:275| 500]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:39:26,103 - yago11k_0.0003 - [INFO] - [E:275| 600]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:39:26,103 - yago11k_0.0003 - [INFO] - [Epoch:275]: Training Loss:0.001112 + +2023-06-19 15:39:26,322 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 15:39:38,583 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 15:39:50,683 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.40981, Head : 0.2381, Avg : 0.32396 + +2023-06-19 15:39:50,683 - yago11k_0.0003 - [INFO] - [Epoch 275]: Training Loss: 0.0011119, Valid MRR: 0.3256, + + + +2023-06-19 15:39:51,336 - yago11k_0.0003 - [INFO] - [E:276| 0]: Train Loss:0.0010992, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:40:55,474 - yago11k_0.0003 - [INFO] - [E:276| 100]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:41:59,620 - yago11k_0.0003 - [INFO] - [E:276| 200]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:43:03,771 - yago11k_0.0003 - [INFO] - [E:276| 300]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:44:07,935 - yago11k_0.0003 - [INFO] - [E:276| 400]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:45:12,245 - yago11k_0.0003 - [INFO] - [E:276| 500]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:46:16,117 - yago11k_0.0003 - [INFO] - [E:276| 600]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:46:16,118 - yago11k_0.0003 - [INFO] - [Epoch:276]: Training Loss:0.001112 + +2023-06-19 15:46:16,337 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 15:46:28,615 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 15:46:40,733 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.41021, Head : 0.23401, Avg : 0.32211 + +2023-06-19 15:46:40,733 - yago11k_0.0003 - [INFO] - [Epoch 276]: Training Loss: 0.0011121, Valid MRR: 0.3256, + + + +2023-06-19 15:46:41,381 - yago11k_0.0003 - [INFO] - [E:277| 0]: Train Loss:0.0010943, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:47:45,646 - yago11k_0.0003 - [INFO] - [E:277| 100]: Train Loss:0.001114, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:48:49,959 - yago11k_0.0003 - [INFO] - [E:277| 200]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:49:54,259 - yago11k_0.0003 - [INFO] - [E:277| 300]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:50:58,513 - yago11k_0.0003 - [INFO] - [E:277| 400]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:52:02,787 - yago11k_0.0003 - [INFO] - [E:277| 500]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:53:06,656 - yago11k_0.0003 - [INFO] - [E:277| 600]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:53:06,656 - yago11k_0.0003 - [INFO] - [Epoch:277]: Training Loss:0.001112 + +2023-06-19 15:53:06,875 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 15:53:19,163 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 15:53:31,269 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.406, Head : 0.23572, Avg : 0.32086 + +2023-06-19 15:53:31,269 - yago11k_0.0003 - [INFO] - [Epoch 277]: Training Loss: 0.0011119, Valid MRR: 0.3256, + + + +2023-06-19 15:53:31,917 - yago11k_0.0003 - [INFO] - [E:278| 0]: Train Loss:0.0011174, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:54:36,267 - yago11k_0.0003 - [INFO] - [E:278| 100]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:55:40,595 - yago11k_0.0003 - [INFO] - [E:278| 200]: Train Loss:0.0011104, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:56:44,869 - yago11k_0.0003 - [INFO] - [E:278| 300]: Train Loss:0.0011104, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:57:49,197 - yago11k_0.0003 - [INFO] - [E:278| 400]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:58:53,505 - yago11k_0.0003 - [INFO] - [E:278| 500]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:59:57,386 - yago11k_0.0003 - [INFO] - [E:278| 600]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 15:59:57,386 - yago11k_0.0003 - [INFO] - [Epoch:278]: Training Loss:0.001112 + +2023-06-19 15:59:57,606 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 16:00:09,888 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 16:00:21,992 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.41214, Head : 0.23299, Avg : 0.32257 + +2023-06-19 16:00:21,992 - yago11k_0.0003 - [INFO] - [Epoch 278]: Training Loss: 0.0011119, Valid MRR: 0.3256, + + + +2023-06-19 16:00:22,643 - yago11k_0.0003 - [INFO] - [E:279| 0]: Train Loss:0.0010975, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:01:26,954 - yago11k_0.0003 - [INFO] - [E:279| 100]: Train Loss:0.0011084, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:02:31,258 - yago11k_0.0003 - [INFO] - [E:279| 200]: Train Loss:0.0011101, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:03:35,599 - yago11k_0.0003 - [INFO] - [E:279| 300]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:04:39,873 - yago11k_0.0003 - [INFO] - [E:279| 400]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:05:44,200 - yago11k_0.0003 - [INFO] - [E:279| 500]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:06:48,069 - yago11k_0.0003 - [INFO] - [E:279| 600]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:06:48,070 - yago11k_0.0003 - [INFO] - [Epoch:279]: Training Loss:0.001112 + +2023-06-19 16:06:48,289 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 16:07:00,565 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 16:07:12,666 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.40743, Head : 0.23438, Avg : 0.3209 + MR: Tail : 764.49, Head : 1138.6, Avg : 951.53 + Hit-1: Tail : 0.32189, Head : 0.1945, Avg : 0.2582 + Hit-3: Tail : 0.44901, Head : 0.22867, Avg : 0.33884 + Hit-10: Tail : 0.57599, Head : 0.31328, Avg : 0.44464 +2023-06-19 16:07:12,666 - yago11k_0.0003 - [INFO] - [Epoch 279]: Training Loss: 0.0011115, Valid MRR: 0.3256, + + + +2023-06-19 16:07:13,314 - yago11k_0.0003 - [INFO] - [E:280| 0]: Train Loss:0.0011076, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:08:17,585 - yago11k_0.0003 - [INFO] - [E:280| 100]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:09:21,858 - yago11k_0.0003 - [INFO] - [E:280| 200]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:10:26,182 - yago11k_0.0003 - [INFO] - [E:280| 300]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:11:30,479 - yago11k_0.0003 - [INFO] - [E:280| 400]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:12:34,834 - yago11k_0.0003 - [INFO] - [E:280| 500]: Train Loss:0.0011113, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:13:38,697 - yago11k_0.0003 - [INFO] - [E:280| 600]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:13:38,697 - yago11k_0.0003 - [INFO] - [Epoch:280]: Training Loss:0.001111 + +2023-06-19 16:13:38,916 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 16:13:51,190 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 16:14:03,292 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.40984, Head : 0.2377, Avg : 0.32377 + +2023-06-19 16:14:03,292 - yago11k_0.0003 - [INFO] - [Epoch 280]: Training Loss: 0.0011115, Valid MRR: 0.3256, + + + +2023-06-19 16:14:03,942 - yago11k_0.0003 - [INFO] - [E:281| 0]: Train Loss:0.0011192, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:15:08,254 - yago11k_0.0003 - [INFO] - [E:281| 100]: Train Loss:0.0011113, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:16:12,572 - yago11k_0.0003 - [INFO] - [E:281| 200]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:17:16,853 - yago11k_0.0003 - [INFO] - [E:281| 300]: Train Loss:0.0011111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:18:21,159 - yago11k_0.0003 - [INFO] - [E:281| 400]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:19:25,459 - yago11k_0.0003 - [INFO] - [E:281| 500]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:20:29,346 - yago11k_0.0003 - [INFO] - [E:281| 600]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:20:29,346 - yago11k_0.0003 - [INFO] - [Epoch:281]: Training Loss:0.001111 + +2023-06-19 16:20:29,565 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 16:20:41,832 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 16:20:53,933 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.41185, Head : 0.23394, Avg : 0.32289 + +2023-06-19 16:20:53,933 - yago11k_0.0003 - [INFO] - [Epoch 281]: Training Loss: 0.0011114, Valid MRR: 0.3256, + + + +2023-06-19 16:20:54,581 - yago11k_0.0003 - [INFO] - [E:282| 0]: Train Loss:0.0011668, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:21:58,886 - yago11k_0.0003 - [INFO] - [E:282| 100]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:23:03,158 - yago11k_0.0003 - [INFO] - [E:282| 200]: Train Loss:0.0011104, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:24:07,457 - yago11k_0.0003 - [INFO] - [E:282| 300]: Train Loss:0.0011111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:25:11,774 - yago11k_0.0003 - [INFO] - [E:282| 400]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:26:16,096 - yago11k_0.0003 - [INFO] - [E:282| 500]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:27:19,970 - yago11k_0.0003 - [INFO] - [E:282| 600]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:27:19,970 - yago11k_0.0003 - [INFO] - [Epoch:282]: Training Loss:0.001112 + +2023-06-19 16:27:20,189 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 16:27:32,465 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 16:27:44,575 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.40953, Head : 0.23535, Avg : 0.32244 + +2023-06-19 16:27:44,575 - yago11k_0.0003 - [INFO] - [Epoch 282]: Training Loss: 0.0011116, Valid MRR: 0.3256, + + + +2023-06-19 16:27:45,222 - yago11k_0.0003 - [INFO] - [E:283| 0]: Train Loss:0.0010954, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:28:49,555 - yago11k_0.0003 - [INFO] - [E:283| 100]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:29:53,835 - yago11k_0.0003 - [INFO] - [E:283| 200]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:30:58,164 - yago11k_0.0003 - [INFO] - [E:283| 300]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:32:02,489 - yago11k_0.0003 - [INFO] - [E:283| 400]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:33:06,791 - yago11k_0.0003 - [INFO] - [E:283| 500]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:34:10,636 - yago11k_0.0003 - [INFO] - [E:283| 600]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:34:10,636 - yago11k_0.0003 - [INFO] - [Epoch:283]: Training Loss:0.001111 + +2023-06-19 16:34:10,856 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 16:34:23,131 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 16:34:35,238 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.40586, Head : 0.23597, Avg : 0.32091 + +2023-06-19 16:34:35,239 - yago11k_0.0003 - [INFO] - [Epoch 283]: Training Loss: 0.0011115, Valid MRR: 0.3256, + + + +2023-06-19 16:34:35,886 - yago11k_0.0003 - [INFO] - [E:284| 0]: Train Loss:0.001108, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:35:40,140 - yago11k_0.0003 - [INFO] - [E:284| 100]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:36:44,380 - yago11k_0.0003 - [INFO] - [E:284| 200]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:37:48,668 - yago11k_0.0003 - [INFO] - [E:284| 300]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:38:52,946 - yago11k_0.0003 - [INFO] - [E:284| 400]: Train Loss:0.001111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:39:57,242 - yago11k_0.0003 - [INFO] - [E:284| 500]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:41:01,072 - yago11k_0.0003 - [INFO] - [E:284| 600]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:41:01,072 - yago11k_0.0003 - [INFO] - [Epoch:284]: Training Loss:0.001111 + +2023-06-19 16:41:01,291 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 16:41:13,568 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 16:41:25,693 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.41149, Head : 0.23419, Avg : 0.32284 + +2023-06-19 16:41:25,693 - yago11k_0.0003 - [INFO] - [Epoch 284]: Training Loss: 0.0011114, Valid MRR: 0.3256, + + + +2023-06-19 16:41:26,344 - yago11k_0.0003 - [INFO] - [E:285| 0]: Train Loss:0.0011195, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:42:30,620 - yago11k_0.0003 - [INFO] - [E:285| 100]: Train Loss:0.0011146, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:43:34,868 - yago11k_0.0003 - [INFO] - [E:285| 200]: Train Loss:0.0011135, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:44:39,137 - yago11k_0.0003 - [INFO] - [E:285| 300]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:45:43,409 - yago11k_0.0003 - [INFO] - [E:285| 400]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:46:47,699 - yago11k_0.0003 - [INFO] - [E:285| 500]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:47:51,563 - yago11k_0.0003 - [INFO] - [E:285| 600]: Train Loss:0.0011113, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:47:51,564 - yago11k_0.0003 - [INFO] - [Epoch:285]: Training Loss:0.001111 + +2023-06-19 16:47:51,783 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 16:48:04,066 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 16:48:16,176 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.40452, Head : 0.23418, Avg : 0.31935 + +2023-06-19 16:48:16,177 - yago11k_0.0003 - [INFO] - [Epoch 285]: Training Loss: 0.0011113, Valid MRR: 0.3256, + + + +2023-06-19 16:48:16,825 - yago11k_0.0003 - [INFO] - [E:286| 0]: Train Loss:0.0011298, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:49:21,059 - yago11k_0.0003 - [INFO] - [E:286| 100]: Train Loss:0.0011099, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:50:25,312 - yago11k_0.0003 - [INFO] - [E:286| 200]: Train Loss:0.0011095, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:51:29,570 - yago11k_0.0003 - [INFO] - [E:286| 300]: Train Loss:0.0011107, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:52:33,837 - yago11k_0.0003 - [INFO] - [E:286| 400]: Train Loss:0.001111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:53:38,078 - yago11k_0.0003 - [INFO] - [E:286| 500]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:54:41,913 - yago11k_0.0003 - [INFO] - [E:286| 600]: Train Loss:0.001111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:54:41,914 - yago11k_0.0003 - [INFO] - [Epoch:286]: Training Loss:0.001111 + +2023-06-19 16:54:42,133 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 16:54:54,419 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 16:55:06,523 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.41054, Head : 0.2353, Avg : 0.32292 + +2023-06-19 16:55:06,523 - yago11k_0.0003 - [INFO] - [Epoch 286]: Training Loss: 0.001111, Valid MRR: 0.3256, + + + +2023-06-19 16:55:07,171 - yago11k_0.0003 - [INFO] - [E:287| 0]: Train Loss:0.0011227, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:56:11,432 - yago11k_0.0003 - [INFO] - [E:287| 100]: Train Loss:0.0011107, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:57:15,737 - yago11k_0.0003 - [INFO] - [E:287| 200]: Train Loss:0.0011101, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:58:20,021 - yago11k_0.0003 - [INFO] - [E:287| 300]: Train Loss:0.0011099, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 16:59:24,340 - yago11k_0.0003 - [INFO] - [E:287| 400]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:00:28,614 - yago11k_0.0003 - [INFO] - [E:287| 500]: Train Loss:0.0011111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:01:32,453 - yago11k_0.0003 - [INFO] - [E:287| 600]: Train Loss:0.0011111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:01:32,453 - yago11k_0.0003 - [INFO] - [Epoch:287]: Training Loss:0.001111 + +2023-06-19 17:01:32,672 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 17:01:44,953 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 17:01:57,051 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.40999, Head : 0.2357, Avg : 0.32285 + +2023-06-19 17:01:57,051 - yago11k_0.0003 - [INFO] - [Epoch 287]: Training Loss: 0.0011111, Valid MRR: 0.3256, + + + +2023-06-19 17:01:57,699 - yago11k_0.0003 - [INFO] - [E:288| 0]: Train Loss:0.0011092, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:03:01,992 - yago11k_0.0003 - [INFO] - [E:288| 100]: Train Loss:0.00111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:04:06,267 - yago11k_0.0003 - [INFO] - [E:288| 200]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:05:10,521 - yago11k_0.0003 - [INFO] - [E:288| 300]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:06:14,786 - yago11k_0.0003 - [INFO] - [E:288| 400]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:07:19,060 - yago11k_0.0003 - [INFO] - [E:288| 500]: Train Loss:0.0011113, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:08:22,907 - yago11k_0.0003 - [INFO] - [E:288| 600]: Train Loss:0.0011109, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:08:22,907 - yago11k_0.0003 - [INFO] - [Epoch:288]: Training Loss:0.001111 + +2023-06-19 17:08:23,126 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 17:08:35,391 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 17:08:47,502 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.41084, Head : 0.23493, Avg : 0.32288 + +2023-06-19 17:08:47,502 - yago11k_0.0003 - [INFO] - [Epoch 288]: Training Loss: 0.0011109, Valid MRR: 0.3256, + + + +2023-06-19 17:08:48,151 - yago11k_0.0003 - [INFO] - [E:289| 0]: Train Loss:0.0011145, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:09:52,408 - yago11k_0.0003 - [INFO] - [E:289| 100]: Train Loss:0.0011096, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:10:56,695 - yago11k_0.0003 - [INFO] - [E:289| 200]: Train Loss:0.0011094, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:12:00,975 - yago11k_0.0003 - [INFO] - [E:289| 300]: Train Loss:0.00111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:13:05,229 - yago11k_0.0003 - [INFO] - [E:289| 400]: Train Loss:0.0011098, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:14:09,473 - yago11k_0.0003 - [INFO] - [E:289| 500]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:15:13,311 - yago11k_0.0003 - [INFO] - [E:289| 600]: Train Loss:0.0011106, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:15:13,312 - yago11k_0.0003 - [INFO] - [Epoch:289]: Training Loss:0.001111 + +2023-06-19 17:15:13,531 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 17:15:25,794 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 17:15:37,901 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.41201, Head : 0.23365, Avg : 0.32283 + MR: Tail : 758.51, Head : 1141.9, Avg : 950.21 + Hit-1: Tail : 0.32717, Head : 0.19394, Avg : 0.26056 + Hit-3: Tail : 0.45276, Head : 0.2284, Avg : 0.34058 + Hit-10: Tail : 0.57905, Head : 0.31023, Avg : 0.44464 +2023-06-19 17:15:37,901 - yago11k_0.0003 - [INFO] - [Epoch 289]: Training Loss: 0.0011106, Valid MRR: 0.3256, + + + +2023-06-19 17:15:38,550 - yago11k_0.0003 - [INFO] - [E:290| 0]: Train Loss:0.0011036, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:16:42,864 - yago11k_0.0003 - [INFO] - [E:290| 100]: Train Loss:0.0011106, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:17:47,149 - yago11k_0.0003 - [INFO] - [E:290| 200]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:18:51,461 - yago11k_0.0003 - [INFO] - [E:290| 300]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:19:55,640 - yago11k_0.0003 - [INFO] - [E:290| 400]: Train Loss:0.001111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:20:59,733 - yago11k_0.0003 - [INFO] - [E:290| 500]: Train Loss:0.0011106, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:22:03,382 - yago11k_0.0003 - [INFO] - [E:290| 600]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:22:03,382 - yago11k_0.0003 - [INFO] - [Epoch:290]: Training Loss:0.00111 + +2023-06-19 17:22:03,601 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 17:22:15,824 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 17:22:27,884 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.41317, Head : 0.23523, Avg : 0.3242 + +2023-06-19 17:22:27,884 - yago11k_0.0003 - [INFO] - [Epoch 290]: Training Loss: 0.0011103, Valid MRR: 0.3256, + + + +2023-06-19 17:22:28,530 - yago11k_0.0003 - [INFO] - [E:291| 0]: Train Loss:0.0011453, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:23:32,483 - yago11k_0.0003 - [INFO] - [E:291| 100]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:24:36,457 - yago11k_0.0003 - [INFO] - [E:291| 200]: Train Loss:0.00111, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:25:40,473 - yago11k_0.0003 - [INFO] - [E:291| 300]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:26:44,406 - yago11k_0.0003 - [INFO] - [E:291| 400]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:27:48,322 - yago11k_0.0003 - [INFO] - [E:291| 500]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:28:51,795 - yago11k_0.0003 - [INFO] - [E:291| 600]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003 +2023-06-19 17:28:51,795 - yago11k_0.0003 - [INFO] - [Epoch:291]: Training Loss:0.001111 + +2023-06-19 17:28:52,012 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 17:29:04,229 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 17:29:16,279 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.41841, Head : 0.23457, Avg : 0.32649 + +2023-06-19 17:29:17,225 - yago11k_0.0003 - [INFO] - [Epoch 291]: Training Loss: 0.0011105, Valid MRR: 0.32649, + + + +2023-06-19 17:29:17,870 - yago11k_0.0003 - [INFO] - [E:292| 0]: Train Loss:0.0011118, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:30:21,791 - yago11k_0.0003 - [INFO] - [E:292| 100]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:31:25,704 - yago11k_0.0003 - [INFO] - [E:292| 200]: Train Loss:0.001111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:32:29,657 - yago11k_0.0003 - [INFO] - [E:292| 300]: Train Loss:0.0011106, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:33:33,672 - yago11k_0.0003 - [INFO] - [E:292| 400]: Train Loss:0.0011105, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:34:37,644 - yago11k_0.0003 - [INFO] - [E:292| 500]: Train Loss:0.0011109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:35:41,216 - yago11k_0.0003 - [INFO] - [E:292| 600]: Train Loss:0.0011105, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:35:41,216 - yago11k_0.0003 - [INFO] - [Epoch:292]: Training Loss:0.001111 + +2023-06-19 17:35:41,435 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 17:35:53,656 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 17:36:05,704 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.41101, Head : 0.23305, Avg : 0.32203 + +2023-06-19 17:36:05,705 - yago11k_0.0003 - [INFO] - [Epoch 292]: Training Loss: 0.0011105, Valid MRR: 0.32649, + + + +2023-06-19 17:36:06,352 - yago11k_0.0003 - [INFO] - [E:293| 0]: Train Loss:0.001105, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:37:10,335 - yago11k_0.0003 - [INFO] - [E:293| 100]: Train Loss:0.0011123, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:38:14,328 - yago11k_0.0003 - [INFO] - [E:293| 200]: Train Loss:0.0011111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:39:18,311 - yago11k_0.0003 - [INFO] - [E:293| 300]: Train Loss:0.0011109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:40:22,310 - yago11k_0.0003 - [INFO] - [E:293| 400]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:41:26,317 - yago11k_0.0003 - [INFO] - [E:293| 500]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:42:29,873 - yago11k_0.0003 - [INFO] - [E:293| 600]: Train Loss:0.0011111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:42:29,873 - yago11k_0.0003 - [INFO] - [Epoch:293]: Training Loss:0.001111 + +2023-06-19 17:42:30,091 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 17:42:42,311 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 17:42:54,376 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.41168, Head : 0.23349, Avg : 0.32259 + +2023-06-19 17:42:54,376 - yago11k_0.0003 - [INFO] - [Epoch 293]: Training Loss: 0.0011111, Valid MRR: 0.32649, + + + +2023-06-19 17:42:55,023 - yago11k_0.0003 - [INFO] - [E:294| 0]: Train Loss:0.0011171, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:43:58,987 - yago11k_0.0003 - [INFO] - [E:294| 100]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:45:02,973 - yago11k_0.0003 - [INFO] - [E:294| 200]: Train Loss:0.0011107, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:46:06,958 - yago11k_0.0003 - [INFO] - [E:294| 300]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:47:10,942 - yago11k_0.0003 - [INFO] - [E:294| 400]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:48:14,912 - yago11k_0.0003 - [INFO] - [E:294| 500]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:49:18,458 - yago11k_0.0003 - [INFO] - [E:294| 600]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:49:18,458 - yago11k_0.0003 - [INFO] - [Epoch:294]: Training Loss:0.00111 + +2023-06-19 17:49:18,676 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 17:49:30,897 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 17:49:42,969 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.41345, Head : 0.23385, Avg : 0.32365 + +2023-06-19 17:49:42,969 - yago11k_0.0003 - [INFO] - [Epoch 294]: Training Loss: 0.0011099, Valid MRR: 0.32649, + + + +2023-06-19 17:49:43,614 - yago11k_0.0003 - [INFO] - [E:295| 0]: Train Loss:0.0011003, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:50:47,628 - yago11k_0.0003 - [INFO] - [E:295| 100]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:51:51,627 - yago11k_0.0003 - [INFO] - [E:295| 200]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:52:55,593 - yago11k_0.0003 - [INFO] - [E:295| 300]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:53:59,599 - yago11k_0.0003 - [INFO] - [E:295| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:55:03,650 - yago11k_0.0003 - [INFO] - [E:295| 500]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:56:07,345 - yago11k_0.0003 - [INFO] - [E:295| 600]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:56:07,345 - yago11k_0.0003 - [INFO] - [Epoch:295]: Training Loss:0.00111 + +2023-06-19 17:56:07,563 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 17:56:19,850 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 17:56:31,945 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.41305, Head : 0.23463, Avg : 0.32384 + +2023-06-19 17:56:31,945 - yago11k_0.0003 - [INFO] - [Epoch 295]: Training Loss: 0.00111, Valid MRR: 0.32649, + + + +2023-06-19 17:56:32,591 - yago11k_0.0003 - [INFO] - [E:296| 0]: Train Loss:0.0011045, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:57:36,842 - yago11k_0.0003 - [INFO] - [E:296| 100]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:58:41,156 - yago11k_0.0003 - [INFO] - [E:296| 200]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 17:59:45,540 - yago11k_0.0003 - [INFO] - [E:296| 300]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:00:49,926 - yago11k_0.0003 - [INFO] - [E:296| 400]: Train Loss:0.0011096, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:01:54,292 - yago11k_0.0003 - [INFO] - [E:296| 500]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:02:58,098 - yago11k_0.0003 - [INFO] - [E:296| 600]: Train Loss:0.0011098, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:02:58,099 - yago11k_0.0003 - [INFO] - [Epoch:296]: Training Loss:0.00111 + +2023-06-19 18:02:58,318 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 18:03:10,595 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 18:03:22,695 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.40744, Head : 0.23457, Avg : 0.32101 + +2023-06-19 18:03:22,695 - yago11k_0.0003 - [INFO] - [Epoch 296]: Training Loss: 0.0011098, Valid MRR: 0.32649, + + + +2023-06-19 18:03:23,343 - yago11k_0.0003 - [INFO] - [E:297| 0]: Train Loss:0.0011161, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:04:27,554 - yago11k_0.0003 - [INFO] - [E:297| 100]: Train Loss:0.0011109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:05:31,778 - yago11k_0.0003 - [INFO] - [E:297| 200]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:06:35,966 - yago11k_0.0003 - [INFO] - [E:297| 300]: Train Loss:0.0011105, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:07:40,182 - yago11k_0.0003 - [INFO] - [E:297| 400]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:08:44,462 - yago11k_0.0003 - [INFO] - [E:297| 500]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:09:48,322 - yago11k_0.0003 - [INFO] - [E:297| 600]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:09:48,322 - yago11k_0.0003 - [INFO] - [Epoch:297]: Training Loss:0.00111 + +2023-06-19 18:09:48,542 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 18:10:00,823 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 18:10:12,937 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.41346, Head : 0.2346, Avg : 0.32403 + +2023-06-19 18:10:12,937 - yago11k_0.0003 - [INFO] - [Epoch 297]: Training Loss: 0.0011101, Valid MRR: 0.32649, + + + +2023-06-19 18:10:13,588 - yago11k_0.0003 - [INFO] - [E:298| 0]: Train Loss:0.0010917, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:11:17,939 - yago11k_0.0003 - [INFO] - [E:298| 100]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:12:22,289 - yago11k_0.0003 - [INFO] - [E:298| 200]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:13:26,647 - yago11k_0.0003 - [INFO] - [E:298| 300]: Train Loss:0.0011096, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:14:31,018 - yago11k_0.0003 - [INFO] - [E:298| 400]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:15:35,384 - yago11k_0.0003 - [INFO] - [E:298| 500]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:16:39,320 - yago11k_0.0003 - [INFO] - [E:298| 600]: Train Loss:0.0011097, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:16:39,320 - yago11k_0.0003 - [INFO] - [Epoch:298]: Training Loss:0.00111 + +2023-06-19 18:16:39,539 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 18:16:51,837 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 18:17:03,971 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.41096, Head : 0.23256, Avg : 0.32176 + +2023-06-19 18:17:03,971 - yago11k_0.0003 - [INFO] - [Epoch 298]: Training Loss: 0.0011097, Valid MRR: 0.32649, + + + +2023-06-19 18:17:04,622 - yago11k_0.0003 - [INFO] - [E:299| 0]: Train Loss:0.0010984, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:18:09,025 - yago11k_0.0003 - [INFO] - [E:299| 100]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:19:13,414 - yago11k_0.0003 - [INFO] - [E:299| 200]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:20:17,823 - yago11k_0.0003 - [INFO] - [E:299| 300]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:21:22,229 - yago11k_0.0003 - [INFO] - [E:299| 400]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:22:26,658 - yago11k_0.0003 - [INFO] - [E:299| 500]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:23:30,574 - yago11k_0.0003 - [INFO] - [E:299| 600]: Train Loss:0.0011104, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:23:30,575 - yago11k_0.0003 - [INFO] - [Epoch:299]: Training Loss:0.00111 + +2023-06-19 18:23:30,795 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 18:23:43,096 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 18:23:55,225 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.4123, Head : 0.23337, Avg : 0.32284 + MR: Tail : 790.61, Head : 1144.6, Avg : 967.63 + Hit-1: Tail : 0.32565, Head : 0.19283, Avg : 0.25924 + Hit-3: Tail : 0.45665, Head : 0.22979, Avg : 0.34322 + Hit-10: Tail : 0.58058, Head : 0.31509, Avg : 0.44783 +2023-06-19 18:23:55,225 - yago11k_0.0003 - [INFO] - [Epoch 299]: Training Loss: 0.0011104, Valid MRR: 0.32649, + + + +2023-06-19 18:23:55,874 - yago11k_0.0003 - [INFO] - [E:300| 0]: Train Loss:0.001115, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:25:00,247 - yago11k_0.0003 - [INFO] - [E:300| 100]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:26:04,589 - yago11k_0.0003 - [INFO] - [E:300| 200]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:27:08,944 - yago11k_0.0003 - [INFO] - [E:300| 300]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:28:13,313 - yago11k_0.0003 - [INFO] - [E:300| 400]: Train Loss:0.0011097, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:29:17,752 - yago11k_0.0003 - [INFO] - [E:300| 500]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:30:21,735 - yago11k_0.0003 - [INFO] - [E:300| 600]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:30:21,735 - yago11k_0.0003 - [INFO] - [Epoch:300]: Training Loss:0.00111 + +2023-06-19 18:30:21,955 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 18:30:34,269 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 18:30:46,409 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.415, Head : 0.23397, Avg : 0.32448 + +2023-06-19 18:30:46,410 - yago11k_0.0003 - [INFO] - [Epoch 300]: Training Loss: 0.00111, Valid MRR: 0.32649, + + + +2023-06-19 18:30:47,059 - yago11k_0.0003 - [INFO] - [E:301| 0]: Train Loss:0.0010887, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:31:51,499 - yago11k_0.0003 - [INFO] - [E:301| 100]: Train Loss:0.0011072, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:32:55,894 - yago11k_0.0003 - [INFO] - [E:301| 200]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:34:00,249 - yago11k_0.0003 - [INFO] - [E:301| 300]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:35:04,612 - yago11k_0.0003 - [INFO] - [E:301| 400]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:36:08,885 - yago11k_0.0003 - [INFO] - [E:301| 500]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:37:12,712 - yago11k_0.0003 - [INFO] - [E:301| 600]: Train Loss:0.0011096, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:37:12,712 - yago11k_0.0003 - [INFO] - [Epoch:301]: Training Loss:0.00111 + +2023-06-19 18:37:12,932 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 18:37:25,204 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 18:37:37,309 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.41147, Head : 0.23448, Avg : 0.32298 + +2023-06-19 18:37:37,309 - yago11k_0.0003 - [INFO] - [Epoch 301]: Training Loss: 0.0011096, Valid MRR: 0.32649, + + + +2023-06-19 18:37:37,959 - yago11k_0.0003 - [INFO] - [E:302| 0]: Train Loss:0.0011163, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:38:42,205 - yago11k_0.0003 - [INFO] - [E:302| 100]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:39:46,459 - yago11k_0.0003 - [INFO] - [E:302| 200]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:40:50,717 - yago11k_0.0003 - [INFO] - [E:302| 300]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:41:54,994 - yago11k_0.0003 - [INFO] - [E:302| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:42:59,244 - yago11k_0.0003 - [INFO] - [E:302| 500]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:44:03,079 - yago11k_0.0003 - [INFO] - [E:302| 600]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:44:03,080 - yago11k_0.0003 - [INFO] - [Epoch:302]: Training Loss:0.00111 + +2023-06-19 18:44:03,299 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 18:44:15,570 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 18:44:27,688 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.41361, Head : 0.23462, Avg : 0.32411 + +2023-06-19 18:44:27,688 - yago11k_0.0003 - [INFO] - [Epoch 302]: Training Loss: 0.0011095, Valid MRR: 0.32649, + + + +2023-06-19 18:44:28,340 - yago11k_0.0003 - [INFO] - [E:303| 0]: Train Loss:0.0011034, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:45:32,647 - yago11k_0.0003 - [INFO] - [E:303| 100]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:46:36,926 - yago11k_0.0003 - [INFO] - [E:303| 200]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:47:41,213 - yago11k_0.0003 - [INFO] - [E:303| 300]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:48:45,495 - yago11k_0.0003 - [INFO] - [E:303| 400]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:49:49,825 - yago11k_0.0003 - [INFO] - [E:303| 500]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:50:53,686 - yago11k_0.0003 - [INFO] - [E:303| 600]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:50:53,686 - yago11k_0.0003 - [INFO] - [Epoch:303]: Training Loss:0.001109 + +2023-06-19 18:50:53,905 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 18:51:06,184 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 18:51:18,297 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.4173, Head : 0.23451, Avg : 0.3259 + +2023-06-19 18:51:18,297 - yago11k_0.0003 - [INFO] - [Epoch 303]: Training Loss: 0.0011095, Valid MRR: 0.32649, + + + +2023-06-19 18:51:18,944 - yago11k_0.0003 - [INFO] - [E:304| 0]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:52:23,230 - yago11k_0.0003 - [INFO] - [E:304| 100]: Train Loss:0.0011105, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:53:27,535 - yago11k_0.0003 - [INFO] - [E:304| 200]: Train Loss:0.0011107, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:54:31,832 - yago11k_0.0003 - [INFO] - [E:304| 300]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:55:36,093 - yago11k_0.0003 - [INFO] - [E:304| 400]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:56:40,403 - yago11k_0.0003 - [INFO] - [E:304| 500]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:57:44,253 - yago11k_0.0003 - [INFO] - [E:304| 600]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:57:44,253 - yago11k_0.0003 - [INFO] - [Epoch:304]: Training Loss:0.001109 + +2023-06-19 18:57:44,473 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 18:57:56,761 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 18:58:08,867 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.41692, Head : 0.23502, Avg : 0.32597 + +2023-06-19 18:58:08,867 - yago11k_0.0003 - [INFO] - [Epoch 304]: Training Loss: 0.001109, Valid MRR: 0.32649, + + + +2023-06-19 18:58:09,514 - yago11k_0.0003 - [INFO] - [E:305| 0]: Train Loss:0.0010823, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 18:59:13,788 - yago11k_0.0003 - [INFO] - [E:305| 100]: Train Loss:0.0011065, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:00:18,085 - yago11k_0.0003 - [INFO] - [E:305| 200]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:01:22,374 - yago11k_0.0003 - [INFO] - [E:305| 300]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:02:26,633 - yago11k_0.0003 - [INFO] - [E:305| 400]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:03:30,893 - yago11k_0.0003 - [INFO] - [E:305| 500]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:04:34,710 - yago11k_0.0003 - [INFO] - [E:305| 600]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:04:34,711 - yago11k_0.0003 - [INFO] - [Epoch:305]: Training Loss:0.001109 + +2023-06-19 19:04:34,929 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 19:04:47,204 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 19:04:59,297 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.41698, Head : 0.2349, Avg : 0.32594 + +2023-06-19 19:04:59,297 - yago11k_0.0003 - [INFO] - [Epoch 305]: Training Loss: 0.0011093, Valid MRR: 0.32649, + + + +2023-06-19 19:04:59,944 - yago11k_0.0003 - [INFO] - [E:306| 0]: Train Loss:0.0011048, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:06:04,224 - yago11k_0.0003 - [INFO] - [E:306| 100]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:07:08,491 - yago11k_0.0003 - [INFO] - [E:306| 200]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:08:12,750 - yago11k_0.0003 - [INFO] - [E:306| 300]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:09:17,052 - yago11k_0.0003 - [INFO] - [E:306| 400]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:10:21,369 - yago11k_0.0003 - [INFO] - [E:306| 500]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:11:25,197 - yago11k_0.0003 - [INFO] - [E:306| 600]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:11:25,197 - yago11k_0.0003 - [INFO] - [Epoch:306]: Training Loss:0.001109 + +2023-06-19 19:11:25,417 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 19:11:37,683 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 19:11:49,785 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.41221, Head : 0.23581, Avg : 0.32401 + +2023-06-19 19:11:49,785 - yago11k_0.0003 - [INFO] - [Epoch 306]: Training Loss: 0.0011094, Valid MRR: 0.32649, + + + +2023-06-19 19:11:50,433 - yago11k_0.0003 - [INFO] - [E:307| 0]: Train Loss:0.0011132, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:12:54,709 - yago11k_0.0003 - [INFO] - [E:307| 100]: Train Loss:0.0011071, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:13:58,967 - yago11k_0.0003 - [INFO] - [E:307| 200]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:15:03,237 - yago11k_0.0003 - [INFO] - [E:307| 300]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:16:07,474 - yago11k_0.0003 - [INFO] - [E:307| 400]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:17:11,744 - yago11k_0.0003 - [INFO] - [E:307| 500]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:18:15,619 - yago11k_0.0003 - [INFO] - [E:307| 600]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:18:15,619 - yago11k_0.0003 - [INFO] - [Epoch:307]: Training Loss:0.001109 + +2023-06-19 19:18:15,838 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 19:18:28,108 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 19:18:40,208 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.40846, Head : 0.23352, Avg : 0.32099 + +2023-06-19 19:18:40,208 - yago11k_0.0003 - [INFO] - [Epoch 307]: Training Loss: 0.0011092, Valid MRR: 0.32649, + + + +2023-06-19 19:18:40,855 - yago11k_0.0003 - [INFO] - [E:308| 0]: Train Loss:0.0011098, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:19:45,147 - yago11k_0.0003 - [INFO] - [E:308| 100]: Train Loss:0.0011075, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:20:49,438 - yago11k_0.0003 - [INFO] - [E:308| 200]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:21:53,725 - yago11k_0.0003 - [INFO] - [E:308| 300]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:22:57,967 - yago11k_0.0003 - [INFO] - [E:308| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:24:02,250 - yago11k_0.0003 - [INFO] - [E:308| 500]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:25:06,087 - yago11k_0.0003 - [INFO] - [E:308| 600]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:25:06,087 - yago11k_0.0003 - [INFO] - [Epoch:308]: Training Loss:0.001109 + +2023-06-19 19:25:06,307 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 19:25:18,580 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 19:25:30,685 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.40747, Head : 0.23523, Avg : 0.32135 + +2023-06-19 19:25:30,686 - yago11k_0.0003 - [INFO] - [Epoch 308]: Training Loss: 0.0011087, Valid MRR: 0.32649, + + + +2023-06-19 19:25:31,333 - yago11k_0.0003 - [INFO] - [E:309| 0]: Train Loss:0.0011232, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:26:35,659 - yago11k_0.0003 - [INFO] - [E:309| 100]: Train Loss:0.0011072, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:27:39,947 - yago11k_0.0003 - [INFO] - [E:309| 200]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:28:44,220 - yago11k_0.0003 - [INFO] - [E:309| 300]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:29:48,499 - yago11k_0.0003 - [INFO] - [E:309| 400]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:30:52,808 - yago11k_0.0003 - [INFO] - [E:309| 500]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:31:56,673 - yago11k_0.0003 - [INFO] - [E:309| 600]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:31:56,674 - yago11k_0.0003 - [INFO] - [Epoch:309]: Training Loss:0.001109 + +2023-06-19 19:31:56,893 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 19:32:09,171 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 19:32:21,279 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.41412, Head : 0.23542, Avg : 0.32477 + MR: Tail : 793.15, Head : 1136.3, Avg : 964.74 + Hit-1: Tail : 0.32926, Head : 0.19505, Avg : 0.26216 + Hit-3: Tail : 0.45707, Head : 0.23312, Avg : 0.3451 + Hit-10: Tail : 0.57849, Head : 0.31286, Avg : 0.44568 +2023-06-19 19:32:21,279 - yago11k_0.0003 - [INFO] - [Epoch 309]: Training Loss: 0.0011089, Valid MRR: 0.32649, + + + +2023-06-19 19:32:21,928 - yago11k_0.0003 - [INFO] - [E:310| 0]: Train Loss:0.0011056, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:33:26,248 - yago11k_0.0003 - [INFO] - [E:310| 100]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:34:30,573 - yago11k_0.0003 - [INFO] - [E:310| 200]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:35:34,874 - yago11k_0.0003 - [INFO] - [E:310| 300]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:36:39,181 - yago11k_0.0003 - [INFO] - [E:310| 400]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:37:43,455 - yago11k_0.0003 - [INFO] - [E:310| 500]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:38:47,317 - yago11k_0.0003 - [INFO] - [E:310| 600]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:38:47,317 - yago11k_0.0003 - [INFO] - [Epoch:310]: Training Loss:0.001109 + +2023-06-19 19:38:47,537 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 19:38:59,813 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 19:39:11,932 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.41628, Head : 0.23518, Avg : 0.32573 + +2023-06-19 19:39:11,932 - yago11k_0.0003 - [INFO] - [Epoch 310]: Training Loss: 0.001109, Valid MRR: 0.32649, + + + +2023-06-19 19:39:12,581 - yago11k_0.0003 - [INFO] - [E:311| 0]: Train Loss:0.0010981, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:40:16,889 - yago11k_0.0003 - [INFO] - [E:311| 100]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:41:21,180 - yago11k_0.0003 - [INFO] - [E:311| 200]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:42:25,479 - yago11k_0.0003 - [INFO] - [E:311| 300]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:43:29,793 - yago11k_0.0003 - [INFO] - [E:311| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:44:34,115 - yago11k_0.0003 - [INFO] - [E:311| 500]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:45:37,991 - yago11k_0.0003 - [INFO] - [E:311| 600]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:45:37,992 - yago11k_0.0003 - [INFO] - [Epoch:311]: Training Loss:0.001109 + +2023-06-19 19:45:38,211 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 19:45:50,486 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 19:46:02,610 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.41203, Head : 0.23673, Avg : 0.32438 + +2023-06-19 19:46:02,610 - yago11k_0.0003 - [INFO] - [Epoch 311]: Training Loss: 0.0011087, Valid MRR: 0.32649, + + + +2023-06-19 19:46:03,259 - yago11k_0.0003 - [INFO] - [E:312| 0]: Train Loss:0.0011103, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:47:07,557 - yago11k_0.0003 - [INFO] - [E:312| 100]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:48:11,883 - yago11k_0.0003 - [INFO] - [E:312| 200]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:49:16,187 - yago11k_0.0003 - [INFO] - [E:312| 300]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:50:20,517 - yago11k_0.0003 - [INFO] - [E:312| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:51:24,803 - yago11k_0.0003 - [INFO] - [E:312| 500]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:52:28,708 - yago11k_0.0003 - [INFO] - [E:312| 600]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:52:28,708 - yago11k_0.0003 - [INFO] - [Epoch:312]: Training Loss:0.001109 + +2023-06-19 19:52:28,928 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 19:52:41,219 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 19:52:53,326 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.4139, Head : 0.23305, Avg : 0.32348 + +2023-06-19 19:52:53,326 - yago11k_0.0003 - [INFO] - [Epoch 312]: Training Loss: 0.0011089, Valid MRR: 0.32649, + + + +2023-06-19 19:52:53,973 - yago11k_0.0003 - [INFO] - [E:313| 0]: Train Loss:0.0010966, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:53:58,284 - yago11k_0.0003 - [INFO] - [E:313| 100]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:55:02,575 - yago11k_0.0003 - [INFO] - [E:313| 200]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:56:06,845 - yago11k_0.0003 - [INFO] - [E:313| 300]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:57:11,135 - yago11k_0.0003 - [INFO] - [E:313| 400]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:58:15,440 - yago11k_0.0003 - [INFO] - [E:313| 500]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:59:19,300 - yago11k_0.0003 - [INFO] - [E:313| 600]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 19:59:19,301 - yago11k_0.0003 - [INFO] - [Epoch:313]: Training Loss:0.001109 + +2023-06-19 19:59:19,521 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 19:59:31,808 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 19:59:43,919 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.41144, Head : 0.23462, Avg : 0.32303 + +2023-06-19 19:59:43,919 - yago11k_0.0003 - [INFO] - [Epoch 313]: Training Loss: 0.0011089, Valid MRR: 0.32649, + + + +2023-06-19 19:59:44,569 - yago11k_0.0003 - [INFO] - [E:314| 0]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:00:48,854 - yago11k_0.0003 - [INFO] - [E:314| 100]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:01:53,129 - yago11k_0.0003 - [INFO] - [E:314| 200]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:02:57,437 - yago11k_0.0003 - [INFO] - [E:314| 300]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:04:01,729 - yago11k_0.0003 - [INFO] - [E:314| 400]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:05:06,000 - yago11k_0.0003 - [INFO] - [E:314| 500]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:06:09,846 - yago11k_0.0003 - [INFO] - [E:314| 600]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:06:09,846 - yago11k_0.0003 - [INFO] - [Epoch:314]: Training Loss:0.001109 + +2023-06-19 20:06:10,065 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 20:06:22,340 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 20:06:34,449 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.41267, Head : 0.23557, Avg : 0.32412 + +2023-06-19 20:06:34,449 - yago11k_0.0003 - [INFO] - [Epoch 314]: Training Loss: 0.0011087, Valid MRR: 0.32649, + + + +2023-06-19 20:06:35,097 - yago11k_0.0003 - [INFO] - [E:315| 0]: Train Loss:0.0011009, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:07:39,393 - yago11k_0.0003 - [INFO] - [E:315| 100]: Train Loss:0.0011071, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:08:43,670 - yago11k_0.0003 - [INFO] - [E:315| 200]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:09:47,960 - yago11k_0.0003 - [INFO] - [E:315| 300]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:10:52,200 - yago11k_0.0003 - [INFO] - [E:315| 400]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:11:56,460 - yago11k_0.0003 - [INFO] - [E:315| 500]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:13:00,247 - yago11k_0.0003 - [INFO] - [E:315| 600]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:13:00,247 - yago11k_0.0003 - [INFO] - [Epoch:315]: Training Loss:0.001109 + +2023-06-19 20:13:00,467 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 20:13:12,741 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 20:13:24,847 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.41207, Head : 0.23427, Avg : 0.32317 + +2023-06-19 20:13:24,847 - yago11k_0.0003 - [INFO] - [Epoch 315]: Training Loss: 0.0011085, Valid MRR: 0.32649, + + + +2023-06-19 20:13:25,496 - yago11k_0.0003 - [INFO] - [E:316| 0]: Train Loss:0.0011022, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:14:29,712 - yago11k_0.0003 - [INFO] - [E:316| 100]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:15:33,957 - yago11k_0.0003 - [INFO] - [E:316| 200]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:16:38,183 - yago11k_0.0003 - [INFO] - [E:316| 300]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:17:42,428 - yago11k_0.0003 - [INFO] - [E:316| 400]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:18:46,643 - yago11k_0.0003 - [INFO] - [E:316| 500]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:19:50,443 - yago11k_0.0003 - [INFO] - [E:316| 600]: Train Loss:0.0011083, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:19:50,444 - yago11k_0.0003 - [INFO] - [Epoch:316]: Training Loss:0.001108 + +2023-06-19 20:19:50,663 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 20:20:02,931 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 20:20:15,037 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.41086, Head : 0.23609, Avg : 0.32348 + +2023-06-19 20:20:15,037 - yago11k_0.0003 - [INFO] - [Epoch 316]: Training Loss: 0.0011083, Valid MRR: 0.32649, + + + +2023-06-19 20:20:15,685 - yago11k_0.0003 - [INFO] - [E:317| 0]: Train Loss:0.001089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:21:19,925 - yago11k_0.0003 - [INFO] - [E:317| 100]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:22:24,129 - yago11k_0.0003 - [INFO] - [E:317| 200]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:23:28,433 - yago11k_0.0003 - [INFO] - [E:317| 300]: Train Loss:0.001107, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:24:32,717 - yago11k_0.0003 - [INFO] - [E:317| 400]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:25:37,006 - yago11k_0.0003 - [INFO] - [E:317| 500]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:26:40,888 - yago11k_0.0003 - [INFO] - [E:317| 600]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:26:40,889 - yago11k_0.0003 - [INFO] - [Epoch:317]: Training Loss:0.001109 + +2023-06-19 20:26:41,108 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 20:26:53,387 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 20:27:05,493 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.41413, Head : 0.23613, Avg : 0.32513 + +2023-06-19 20:27:05,493 - yago11k_0.0003 - [INFO] - [Epoch 317]: Training Loss: 0.0011086, Valid MRR: 0.32649, + + + +2023-06-19 20:27:06,143 - yago11k_0.0003 - [INFO] - [E:318| 0]: Train Loss:0.0010976, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:28:10,432 - yago11k_0.0003 - [INFO] - [E:318| 100]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:29:14,709 - yago11k_0.0003 - [INFO] - [E:318| 200]: Train Loss:0.0011067, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:30:19,046 - yago11k_0.0003 - [INFO] - [E:318| 300]: Train Loss:0.0011071, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:31:23,303 - yago11k_0.0003 - [INFO] - [E:318| 400]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:32:27,649 - yago11k_0.0003 - [INFO] - [E:318| 500]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:33:31,499 - yago11k_0.0003 - [INFO] - [E:318| 600]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:33:31,499 - yago11k_0.0003 - [INFO] - [Epoch:318]: Training Loss:0.001108 + +2023-06-19 20:33:31,718 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 20:33:43,992 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 20:33:56,101 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.4124, Head : 0.23847, Avg : 0.32544 + +2023-06-19 20:33:56,101 - yago11k_0.0003 - [INFO] - [Epoch 318]: Training Loss: 0.0011084, Valid MRR: 0.32649, + + + +2023-06-19 20:33:56,750 - yago11k_0.0003 - [INFO] - [E:319| 0]: Train Loss:0.001104, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:35:01,055 - yago11k_0.0003 - [INFO] - [E:319| 100]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:36:05,343 - yago11k_0.0003 - [INFO] - [E:319| 200]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:37:09,648 - yago11k_0.0003 - [INFO] - [E:319| 300]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:38:13,929 - yago11k_0.0003 - [INFO] - [E:319| 400]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:39:18,188 - yago11k_0.0003 - [INFO] - [E:319| 500]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:40:22,007 - yago11k_0.0003 - [INFO] - [E:319| 600]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:40:22,007 - yago11k_0.0003 - [INFO] - [Epoch:319]: Training Loss:0.001108 + +2023-06-19 20:40:22,227 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 20:40:34,499 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 20:40:46,619 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.41723, Head : 0.23412, Avg : 0.32568 + MR: Tail : 769.38, Head : 1139.5, Avg : 954.43 + Hit-1: Tail : 0.33384, Head : 0.19214, Avg : 0.26299 + Hit-3: Tail : 0.45943, Head : 0.23076, Avg : 0.3451 + Hit-10: Tail : 0.58433, Head : 0.31745, Avg : 0.45089 +2023-06-19 20:40:46,619 - yago11k_0.0003 - [INFO] - [Epoch 319]: Training Loss: 0.0011084, Valid MRR: 0.32649, + + + +2023-06-19 20:40:47,268 - yago11k_0.0003 - [INFO] - [E:320| 0]: Train Loss:0.0010956, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:41:51,547 - yago11k_0.0003 - [INFO] - [E:320| 100]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:42:55,832 - yago11k_0.0003 - [INFO] - [E:320| 200]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:44:00,105 - yago11k_0.0003 - [INFO] - [E:320| 300]: Train Loss:0.0011083, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:45:04,373 - yago11k_0.0003 - [INFO] - [E:320| 400]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:46:08,657 - yago11k_0.0003 - [INFO] - [E:320| 500]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:47:12,496 - yago11k_0.0003 - [INFO] - [E:320| 600]: Train Loss:0.0011083, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:47:12,496 - yago11k_0.0003 - [INFO] - [Epoch:320]: Training Loss:0.001108 + +2023-06-19 20:47:12,715 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 20:47:24,995 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 20:47:37,109 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.41033, Head : 0.23436, Avg : 0.32234 + +2023-06-19 20:47:37,110 - yago11k_0.0003 - [INFO] - [Epoch 320]: Training Loss: 0.0011083, Valid MRR: 0.32649, + + + +2023-06-19 20:47:37,758 - yago11k_0.0003 - [INFO] - [E:321| 0]: Train Loss:0.0010963, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:48:42,059 - yago11k_0.0003 - [INFO] - [E:321| 100]: Train Loss:0.0011058, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:49:46,374 - yago11k_0.0003 - [INFO] - [E:321| 200]: Train Loss:0.001107, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:50:50,669 - yago11k_0.0003 - [INFO] - [E:321| 300]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:51:54,953 - yago11k_0.0003 - [INFO] - [E:321| 400]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:52:59,250 - yago11k_0.0003 - [INFO] - [E:321| 500]: Train Loss:0.0011075, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:54:03,119 - yago11k_0.0003 - [INFO] - [E:321| 600]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:54:03,119 - yago11k_0.0003 - [INFO] - [Epoch:321]: Training Loss:0.001108 + +2023-06-19 20:54:03,339 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 20:54:15,635 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 20:54:27,744 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.41086, Head : 0.23462, Avg : 0.32274 + +2023-06-19 20:54:27,744 - yago11k_0.0003 - [INFO] - [Epoch 321]: Training Loss: 0.001108, Valid MRR: 0.32649, + + + +2023-06-19 20:54:28,393 - yago11k_0.0003 - [INFO] - [E:322| 0]: Train Loss:0.001104, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:55:32,660 - yago11k_0.0003 - [INFO] - [E:322| 100]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:56:36,959 - yago11k_0.0003 - [INFO] - [E:322| 200]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:57:41,223 - yago11k_0.0003 - [INFO] - [E:322| 300]: Train Loss:0.0011073, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:58:45,506 - yago11k_0.0003 - [INFO] - [E:322| 400]: Train Loss:0.001107, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 20:59:49,790 - yago11k_0.0003 - [INFO] - [E:322| 500]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:00:53,575 - yago11k_0.0003 - [INFO] - [E:322| 600]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:00:53,575 - yago11k_0.0003 - [INFO] - [Epoch:322]: Training Loss:0.001108 + +2023-06-19 21:00:53,794 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 21:01:06,063 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 21:01:18,155 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.41185, Head : 0.23264, Avg : 0.32225 + +2023-06-19 21:01:18,155 - yago11k_0.0003 - [INFO] - [Epoch 322]: Training Loss: 0.0011081, Valid MRR: 0.32649, + + + +2023-06-19 21:01:18,803 - yago11k_0.0003 - [INFO] - [E:323| 0]: Train Loss:0.0011324, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:02:23,015 - yago11k_0.0003 - [INFO] - [E:323| 100]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:03:27,205 - yago11k_0.0003 - [INFO] - [E:323| 200]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:04:31,410 - yago11k_0.0003 - [INFO] - [E:323| 300]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:05:35,614 - yago11k_0.0003 - [INFO] - [E:323| 400]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:06:39,828 - yago11k_0.0003 - [INFO] - [E:323| 500]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:07:43,602 - yago11k_0.0003 - [INFO] - [E:323| 600]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:07:43,602 - yago11k_0.0003 - [INFO] - [Epoch:323]: Training Loss:0.001108 + +2023-06-19 21:07:43,822 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 21:07:56,089 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 21:08:08,184 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.41057, Head : 0.2344, Avg : 0.32248 + +2023-06-19 21:08:08,184 - yago11k_0.0003 - [INFO] - [Epoch 323]: Training Loss: 0.0011081, Valid MRR: 0.32649, + + + +2023-06-19 21:08:08,831 - yago11k_0.0003 - [INFO] - [E:324| 0]: Train Loss:0.0011018, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:09:13,018 - yago11k_0.0003 - [INFO] - [E:324| 100]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:10:17,200 - yago11k_0.0003 - [INFO] - [E:324| 200]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:11:21,379 - yago11k_0.0003 - [INFO] - [E:324| 300]: Train Loss:0.0011083, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:12:25,556 - yago11k_0.0003 - [INFO] - [E:324| 400]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:13:29,719 - yago11k_0.0003 - [INFO] - [E:324| 500]: Train Loss:0.0011075, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:14:33,487 - yago11k_0.0003 - [INFO] - [E:324| 600]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:14:33,487 - yago11k_0.0003 - [INFO] - [Epoch:324]: Training Loss:0.001108 + +2023-06-19 21:14:33,706 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 21:14:45,969 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 21:14:58,064 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.41191, Head : 0.23627, Avg : 0.32409 + +2023-06-19 21:14:58,064 - yago11k_0.0003 - [INFO] - [Epoch 324]: Training Loss: 0.001108, Valid MRR: 0.32649, + + + +2023-06-19 21:14:58,711 - yago11k_0.0003 - [INFO] - [E:325| 0]: Train Loss:0.0010898, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:16:02,899 - yago11k_0.0003 - [INFO] - [E:325| 100]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:17:07,071 - yago11k_0.0003 - [INFO] - [E:325| 200]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:18:11,250 - yago11k_0.0003 - [INFO] - [E:325| 300]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:19:15,444 - yago11k_0.0003 - [INFO] - [E:325| 400]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:20:19,650 - yago11k_0.0003 - [INFO] - [E:325| 500]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:21:23,382 - yago11k_0.0003 - [INFO] - [E:325| 600]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:21:23,382 - yago11k_0.0003 - [INFO] - [Epoch:325]: Training Loss:0.001108 + +2023-06-19 21:21:23,602 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 21:21:35,869 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 21:21:47,964 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.41427, Head : 0.2353, Avg : 0.32478 + +2023-06-19 21:21:47,965 - yago11k_0.0003 - [INFO] - [Epoch 325]: Training Loss: 0.0011079, Valid MRR: 0.32649, + + + +2023-06-19 21:21:48,610 - yago11k_0.0003 - [INFO] - [E:326| 0]: Train Loss:0.0010808, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:22:52,802 - yago11k_0.0003 - [INFO] - [E:326| 100]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:23:56,974 - yago11k_0.0003 - [INFO] - [E:326| 200]: Train Loss:0.0011072, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:25:01,134 - yago11k_0.0003 - [INFO] - [E:326| 300]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:26:05,337 - yago11k_0.0003 - [INFO] - [E:326| 400]: Train Loss:0.001107, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:27:09,518 - yago11k_0.0003 - [INFO] - [E:326| 500]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:28:13,231 - yago11k_0.0003 - [INFO] - [E:326| 600]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:28:13,232 - yago11k_0.0003 - [INFO] - [Epoch:326]: Training Loss:0.001108 + +2023-06-19 21:28:13,451 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 21:28:25,715 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 21:28:37,815 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.41379, Head : 0.23359, Avg : 0.32369 + +2023-06-19 21:28:37,815 - yago11k_0.0003 - [INFO] - [Epoch 326]: Training Loss: 0.0011076, Valid MRR: 0.32649, + + + +2023-06-19 21:28:38,463 - yago11k_0.0003 - [INFO] - [E:327| 0]: Train Loss:0.0011122, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:29:42,637 - yago11k_0.0003 - [INFO] - [E:327| 100]: Train Loss:0.0011103, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:30:46,803 - yago11k_0.0003 - [INFO] - [E:327| 200]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:31:51,001 - yago11k_0.0003 - [INFO] - [E:327| 300]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:32:55,194 - yago11k_0.0003 - [INFO] - [E:327| 400]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:33:59,370 - yago11k_0.0003 - [INFO] - [E:327| 500]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:35:03,116 - yago11k_0.0003 - [INFO] - [E:327| 600]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003 +2023-06-19 21:35:03,116 - yago11k_0.0003 - [INFO] - [Epoch:327]: Training Loss:0.001108 + +2023-06-19 21:35:03,334 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 21:35:15,593 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 21:35:27,690 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.41964, Head : 0.23355, Avg : 0.32659 + +2023-06-19 21:35:28,621 - yago11k_0.0003 - [INFO] - [Epoch 327]: Training Loss: 0.0011079, Valid MRR: 0.32659, + + + +2023-06-19 21:35:29,269 - yago11k_0.0003 - [INFO] - [E:328| 0]: Train Loss:0.0011489, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:36:33,457 - yago11k_0.0003 - [INFO] - [E:328| 100]: Train Loss:0.001105, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:37:37,650 - yago11k_0.0003 - [INFO] - [E:328| 200]: Train Loss:0.0011077, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:38:41,846 - yago11k_0.0003 - [INFO] - [E:328| 300]: Train Loss:0.0011068, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:39:46,041 - yago11k_0.0003 - [INFO] - [E:328| 400]: Train Loss:0.001107, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:40:50,223 - yago11k_0.0003 - [INFO] - [E:328| 500]: Train Loss:0.0011075, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:41:53,965 - yago11k_0.0003 - [INFO] - [E:328| 600]: Train Loss:0.0011077, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:41:53,965 - yago11k_0.0003 - [INFO] - [Epoch:328]: Training Loss:0.001108 + +2023-06-19 21:41:54,184 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 21:42:06,451 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 21:42:18,560 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.4129, Head : 0.23429, Avg : 0.32359 + +2023-06-19 21:42:18,560 - yago11k_0.0003 - [INFO] - [Epoch 328]: Training Loss: 0.0011077, Valid MRR: 0.32659, + + + +2023-06-19 21:42:19,207 - yago11k_0.0003 - [INFO] - [E:329| 0]: Train Loss:0.0011159, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:43:23,388 - yago11k_0.0003 - [INFO] - [E:329| 100]: Train Loss:0.0011053, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:44:27,545 - yago11k_0.0003 - [INFO] - [E:329| 200]: Train Loss:0.0011067, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:45:31,728 - yago11k_0.0003 - [INFO] - [E:329| 300]: Train Loss:0.0011065, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:46:35,908 - yago11k_0.0003 - [INFO] - [E:329| 400]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:47:40,089 - yago11k_0.0003 - [INFO] - [E:329| 500]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:48:43,829 - yago11k_0.0003 - [INFO] - [E:329| 600]: Train Loss:0.0011074, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:48:43,829 - yago11k_0.0003 - [INFO] - [Epoch:329]: Training Loss:0.001107 + +2023-06-19 21:48:44,048 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 21:48:56,321 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 21:49:08,428 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.41175, Head : 0.23679, Avg : 0.32427 + MR: Tail : 763.75, Head : 1134.7, Avg : 949.23 + Hit-1: Tail : 0.32245, Head : 0.19422, Avg : 0.25834 + Hit-3: Tail : 0.46235, Head : 0.23173, Avg : 0.34704 + Hit-10: Tail : 0.57891, Head : 0.32092, Avg : 0.44992 +2023-06-19 21:49:08,428 - yago11k_0.0003 - [INFO] - [Epoch 329]: Training Loss: 0.0011074, Valid MRR: 0.32659, + + + +2023-06-19 21:49:09,077 - yago11k_0.0003 - [INFO] - [E:330| 0]: Train Loss:0.0011204, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:50:13,288 - yago11k_0.0003 - [INFO] - [E:330| 100]: Train Loss:0.0011081, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:51:17,497 - yago11k_0.0003 - [INFO] - [E:330| 200]: Train Loss:0.0011068, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:52:21,668 - yago11k_0.0003 - [INFO] - [E:330| 300]: Train Loss:0.0011078, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:53:25,850 - yago11k_0.0003 - [INFO] - [E:330| 400]: Train Loss:0.0011076, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:54:30,036 - yago11k_0.0003 - [INFO] - [E:330| 500]: Train Loss:0.0011073, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:55:33,778 - yago11k_0.0003 - [INFO] - [E:330| 600]: Train Loss:0.0011074, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:55:33,778 - yago11k_0.0003 - [INFO] - [Epoch:330]: Training Loss:0.001107 + +2023-06-19 21:55:33,997 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 21:55:46,286 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 21:55:58,382 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.41413, Head : 0.23494, Avg : 0.32454 + +2023-06-19 21:55:58,382 - yago11k_0.0003 - [INFO] - [Epoch 330]: Training Loss: 0.0011074, Valid MRR: 0.32659, + + + +2023-06-19 21:55:59,029 - yago11k_0.0003 - [INFO] - [E:331| 0]: Train Loss:0.001124, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:57:03,229 - yago11k_0.0003 - [INFO] - [E:331| 100]: Train Loss:0.0011075, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:58:07,421 - yago11k_0.0003 - [INFO] - [E:331| 200]: Train Loss:0.0011068, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 21:59:11,609 - yago11k_0.0003 - [INFO] - [E:331| 300]: Train Loss:0.0011073, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:00:15,821 - yago11k_0.0003 - [INFO] - [E:331| 400]: Train Loss:0.0011072, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:01:20,080 - yago11k_0.0003 - [INFO] - [E:331| 500]: Train Loss:0.0011072, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:02:23,924 - yago11k_0.0003 - [INFO] - [E:331| 600]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:02:23,924 - yago11k_0.0003 - [INFO] - [Epoch:331]: Training Loss:0.001107 + +2023-06-19 22:02:24,143 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 22:02:36,421 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 22:02:48,521 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.41235, Head : 0.23629, Avg : 0.32432 + +2023-06-19 22:02:48,522 - yago11k_0.0003 - [INFO] - [Epoch 331]: Training Loss: 0.0011071, Valid MRR: 0.32659, + + + +2023-06-19 22:02:49,169 - yago11k_0.0003 - [INFO] - [E:332| 0]: Train Loss:0.001099, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:03:53,447 - yago11k_0.0003 - [INFO] - [E:332| 100]: Train Loss:0.0011076, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:04:57,758 - yago11k_0.0003 - [INFO] - [E:332| 200]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:06:02,052 - yago11k_0.0003 - [INFO] - [E:332| 300]: Train Loss:0.0011073, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:07:06,357 - yago11k_0.0003 - [INFO] - [E:332| 400]: Train Loss:0.0011068, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:08:10,667 - yago11k_0.0003 - [INFO] - [E:332| 500]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:09:14,547 - yago11k_0.0003 - [INFO] - [E:332| 600]: Train Loss:0.0011076, Val MRR:0.32659, yago11k_0.0003 +2023-06-19 22:09:14,548 - yago11k_0.0003 - [INFO] - [Epoch:332]: Training Loss:0.001108 + +2023-06-19 22:09:14,767 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 22:09:27,037 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 22:09:39,141 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.41719, Head : 0.23613, Avg : 0.32666 + +2023-06-19 22:09:40,120 - yago11k_0.0003 - [INFO] - [Epoch 332]: Training Loss: 0.0011076, Valid MRR: 0.32666, + + + +2023-06-19 22:09:40,769 - yago11k_0.0003 - [INFO] - [E:333| 0]: Train Loss:0.0011164, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:10:45,044 - yago11k_0.0003 - [INFO] - [E:333| 100]: Train Loss:0.0011044, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:11:49,289 - yago11k_0.0003 - [INFO] - [E:333| 200]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:12:53,560 - yago11k_0.0003 - [INFO] - [E:333| 300]: Train Loss:0.0011069, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:13:57,862 - yago11k_0.0003 - [INFO] - [E:333| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:15:02,129 - yago11k_0.0003 - [INFO] - [E:333| 500]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:16:05,963 - yago11k_0.0003 - [INFO] - [E:333| 600]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:16:05,963 - yago11k_0.0003 - [INFO] - [Epoch:333]: Training Loss:0.001107 + +2023-06-19 22:16:06,183 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 22:16:18,470 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 22:16:30,577 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.41022, Head : 0.23634, Avg : 0.32328 + +2023-06-19 22:16:30,577 - yago11k_0.0003 - [INFO] - [Epoch 333]: Training Loss: 0.001107, Valid MRR: 0.32666, + + + +2023-06-19 22:16:31,225 - yago11k_0.0003 - [INFO] - [E:334| 0]: Train Loss:0.0010846, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:17:35,530 - yago11k_0.0003 - [INFO] - [E:334| 100]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:18:39,846 - yago11k_0.0003 - [INFO] - [E:334| 200]: Train Loss:0.0011063, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:19:44,148 - yago11k_0.0003 - [INFO] - [E:334| 300]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:20:48,424 - yago11k_0.0003 - [INFO] - [E:334| 400]: Train Loss:0.0011077, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:21:52,741 - yago11k_0.0003 - [INFO] - [E:334| 500]: Train Loss:0.0011073, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:22:56,595 - yago11k_0.0003 - [INFO] - [E:334| 600]: Train Loss:0.0011074, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:22:56,595 - yago11k_0.0003 - [INFO] - [Epoch:334]: Training Loss:0.001107 + +2023-06-19 22:22:56,815 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 22:23:09,095 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 22:23:21,199 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.41439, Head : 0.23689, Avg : 0.32564 + +2023-06-19 22:23:21,199 - yago11k_0.0003 - [INFO] - [Epoch 334]: Training Loss: 0.0011074, Valid MRR: 0.32666, + + + +2023-06-19 22:23:21,848 - yago11k_0.0003 - [INFO] - [E:335| 0]: Train Loss:0.0011003, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:24:26,189 - yago11k_0.0003 - [INFO] - [E:335| 100]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:25:30,490 - yago11k_0.0003 - [INFO] - [E:335| 200]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:26:34,819 - yago11k_0.0003 - [INFO] - [E:335| 300]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:27:39,135 - yago11k_0.0003 - [INFO] - [E:335| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:28:43,490 - yago11k_0.0003 - [INFO] - [E:335| 500]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:29:47,414 - yago11k_0.0003 - [INFO] - [E:335| 600]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:29:47,415 - yago11k_0.0003 - [INFO] - [Epoch:335]: Training Loss:0.001107 + +2023-06-19 22:29:47,634 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 22:29:59,913 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 22:30:12,023 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.41468, Head : 0.23564, Avg : 0.32516 + +2023-06-19 22:30:12,023 - yago11k_0.0003 - [INFO] - [Epoch 335]: Training Loss: 0.0011071, Valid MRR: 0.32666, + + + +2023-06-19 22:30:12,671 - yago11k_0.0003 - [INFO] - [E:336| 0]: Train Loss:0.0011082, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:31:16,997 - yago11k_0.0003 - [INFO] - [E:336| 100]: Train Loss:0.0011083, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:32:21,304 - yago11k_0.0003 - [INFO] - [E:336| 200]: Train Loss:0.0011069, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:33:25,662 - yago11k_0.0003 - [INFO] - [E:336| 300]: Train Loss:0.0011075, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:34:30,004 - yago11k_0.0003 - [INFO] - [E:336| 400]: Train Loss:0.0011074, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:35:34,369 - yago11k_0.0003 - [INFO] - [E:336| 500]: Train Loss:0.0011069, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:36:38,248 - yago11k_0.0003 - [INFO] - [E:336| 600]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:36:38,249 - yago11k_0.0003 - [INFO] - [Epoch:336]: Training Loss:0.001107 + +2023-06-19 22:36:38,468 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 22:36:50,743 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 22:37:02,861 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.41178, Head : 0.23627, Avg : 0.32403 + +2023-06-19 22:37:02,861 - yago11k_0.0003 - [INFO] - [Epoch 336]: Training Loss: 0.0011071, Valid MRR: 0.32666, + + + +2023-06-19 22:37:03,508 - yago11k_0.0003 - [INFO] - [E:337| 0]: Train Loss:0.0011236, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:38:07,805 - yago11k_0.0003 - [INFO] - [E:337| 100]: Train Loss:0.0011084, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:39:12,108 - yago11k_0.0003 - [INFO] - [E:337| 200]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:40:16,432 - yago11k_0.0003 - [INFO] - [E:337| 300]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:41:20,776 - yago11k_0.0003 - [INFO] - [E:337| 400]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:42:25,094 - yago11k_0.0003 - [INFO] - [E:337| 500]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:43:28,940 - yago11k_0.0003 - [INFO] - [E:337| 600]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:43:28,940 - yago11k_0.0003 - [INFO] - [Epoch:337]: Training Loss:0.001107 + +2023-06-19 22:43:29,160 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 22:43:41,433 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 22:43:53,550 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.41058, Head : 0.23541, Avg : 0.32299 + +2023-06-19 22:43:53,550 - yago11k_0.0003 - [INFO] - [Epoch 337]: Training Loss: 0.001107, Valid MRR: 0.32666, + + + +2023-06-19 22:43:54,197 - yago11k_0.0003 - [INFO] - [E:338| 0]: Train Loss:0.001091, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:44:58,508 - yago11k_0.0003 - [INFO] - [E:338| 100]: Train Loss:0.0011083, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:46:02,816 - yago11k_0.0003 - [INFO] - [E:338| 200]: Train Loss:0.0011076, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:47:07,134 - yago11k_0.0003 - [INFO] - [E:338| 300]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:48:11,425 - yago11k_0.0003 - [INFO] - [E:338| 400]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:49:15,732 - yago11k_0.0003 - [INFO] - [E:338| 500]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:50:19,641 - yago11k_0.0003 - [INFO] - [E:338| 600]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:50:19,641 - yago11k_0.0003 - [INFO] - [Epoch:338]: Training Loss:0.001107 + +2023-06-19 22:50:19,861 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 22:50:32,145 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 22:50:44,250 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.41289, Head : 0.23571, Avg : 0.3243 + +2023-06-19 22:50:44,250 - yago11k_0.0003 - [INFO] - [Epoch 338]: Training Loss: 0.0011068, Valid MRR: 0.32666, + + + +2023-06-19 22:50:44,899 - yago11k_0.0003 - [INFO] - [E:339| 0]: Train Loss:0.0011272, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:51:49,216 - yago11k_0.0003 - [INFO] - [E:339| 100]: Train Loss:0.0011056, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:52:53,560 - yago11k_0.0003 - [INFO] - [E:339| 200]: Train Loss:0.001108, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:53:57,850 - yago11k_0.0003 - [INFO] - [E:339| 300]: Train Loss:0.0011074, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:55:02,182 - yago11k_0.0003 - [INFO] - [E:339| 400]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:56:06,462 - yago11k_0.0003 - [INFO] - [E:339| 500]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:57:10,311 - yago11k_0.0003 - [INFO] - [E:339| 600]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:57:10,311 - yago11k_0.0003 - [INFO] - [Epoch:339]: Training Loss:0.001107 + +2023-06-19 22:57:10,530 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 22:57:22,819 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 22:57:34,925 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.41152, Head : 0.23418, Avg : 0.32285 + MR: Tail : 776.14, Head : 1156.6, Avg : 966.37 + Hit-1: Tail : 0.32578, Head : 0.19394, Avg : 0.25986 + Hit-3: Tail : 0.45304, Head : 0.22756, Avg : 0.3403 + Hit-10: Tail : 0.58377, Head : 0.31259, Avg : 0.44818 +2023-06-19 22:57:34,925 - yago11k_0.0003 - [INFO] - [Epoch 339]: Training Loss: 0.0011068, Valid MRR: 0.32666, + + + +2023-06-19 22:57:35,577 - yago11k_0.0003 - [INFO] - [E:340| 0]: Train Loss:0.0011209, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:58:39,914 - yago11k_0.0003 - [INFO] - [E:340| 100]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 22:59:44,267 - yago11k_0.0003 - [INFO] - [E:340| 200]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:00:48,631 - yago11k_0.0003 - [INFO] - [E:340| 300]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:01:52,964 - yago11k_0.0003 - [INFO] - [E:340| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:02:57,294 - yago11k_0.0003 - [INFO] - [E:340| 500]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:04:01,208 - yago11k_0.0003 - [INFO] - [E:340| 600]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:04:01,209 - yago11k_0.0003 - [INFO] - [Epoch:340]: Training Loss:0.001107 + +2023-06-19 23:04:01,427 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 23:04:13,702 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 23:04:25,807 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.41212, Head : 0.23413, Avg : 0.32313 + +2023-06-19 23:04:25,807 - yago11k_0.0003 - [INFO] - [Epoch 340]: Training Loss: 0.0011066, Valid MRR: 0.32666, + + + +2023-06-19 23:04:26,455 - yago11k_0.0003 - [INFO] - [E:341| 0]: Train Loss:0.0011022, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:05:30,794 - yago11k_0.0003 - [INFO] - [E:341| 100]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:06:35,109 - yago11k_0.0003 - [INFO] - [E:341| 200]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:07:39,451 - yago11k_0.0003 - [INFO] - [E:341| 300]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:08:43,770 - yago11k_0.0003 - [INFO] - [E:341| 400]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:09:48,131 - yago11k_0.0003 - [INFO] - [E:341| 500]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:10:52,033 - yago11k_0.0003 - [INFO] - [E:341| 600]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:10:52,033 - yago11k_0.0003 - [INFO] - [Epoch:341]: Training Loss:0.001106 + +2023-06-19 23:10:52,253 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 23:11:04,525 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 23:11:16,629 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.41788, Head : 0.23474, Avg : 0.32631 + +2023-06-19 23:11:16,629 - yago11k_0.0003 - [INFO] - [Epoch 341]: Training Loss: 0.0011065, Valid MRR: 0.32666, + + + +2023-06-19 23:11:17,279 - yago11k_0.0003 - [INFO] - [E:342| 0]: Train Loss:0.001109, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:12:21,613 - yago11k_0.0003 - [INFO] - [E:342| 100]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:13:25,972 - yago11k_0.0003 - [INFO] - [E:342| 200]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:14:30,321 - yago11k_0.0003 - [INFO] - [E:342| 300]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:15:34,676 - yago11k_0.0003 - [INFO] - [E:342| 400]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:16:39,009 - yago11k_0.0003 - [INFO] - [E:342| 500]: Train Loss:0.0011069, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:17:42,912 - yago11k_0.0003 - [INFO] - [E:342| 600]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:17:42,913 - yago11k_0.0003 - [INFO] - [Epoch:342]: Training Loss:0.001107 + +2023-06-19 23:17:43,132 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 23:17:55,405 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 23:18:07,508 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.41548, Head : 0.23495, Avg : 0.32522 + +2023-06-19 23:18:07,508 - yago11k_0.0003 - [INFO] - [Epoch 342]: Training Loss: 0.001107, Valid MRR: 0.32666, + + + +2023-06-19 23:18:08,158 - yago11k_0.0003 - [INFO] - [E:343| 0]: Train Loss:0.0011004, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:19:12,481 - yago11k_0.0003 - [INFO] - [E:343| 100]: Train Loss:0.0011054, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:20:16,781 - yago11k_0.0003 - [INFO] - [E:343| 200]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:21:21,108 - yago11k_0.0003 - [INFO] - [E:343| 300]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:22:25,431 - yago11k_0.0003 - [INFO] - [E:343| 400]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:23:29,756 - yago11k_0.0003 - [INFO] - [E:343| 500]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:24:33,667 - yago11k_0.0003 - [INFO] - [E:343| 600]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:24:33,668 - yago11k_0.0003 - [INFO] - [Epoch:343]: Training Loss:0.001107 + +2023-06-19 23:24:33,887 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 23:24:46,167 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 23:24:58,273 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.41328, Head : 0.23469, Avg : 0.32398 + +2023-06-19 23:24:58,273 - yago11k_0.0003 - [INFO] - [Epoch 343]: Training Loss: 0.0011068, Valid MRR: 0.32666, + + + +2023-06-19 23:24:58,922 - yago11k_0.0003 - [INFO] - [E:344| 0]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:26:03,268 - yago11k_0.0003 - [INFO] - [E:344| 100]: Train Loss:0.0011054, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:27:07,593 - yago11k_0.0003 - [INFO] - [E:344| 200]: Train Loss:0.0011055, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:28:11,887 - yago11k_0.0003 - [INFO] - [E:344| 300]: Train Loss:0.0011057, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:29:16,224 - yago11k_0.0003 - [INFO] - [E:344| 400]: Train Loss:0.0011057, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:30:20,561 - yago11k_0.0003 - [INFO] - [E:344| 500]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:31:24,457 - yago11k_0.0003 - [INFO] - [E:344| 600]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:31:24,457 - yago11k_0.0003 - [INFO] - [Epoch:344]: Training Loss:0.001106 + +2023-06-19 23:31:24,677 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 23:31:36,952 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 23:31:49,061 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.41757, Head : 0.2342, Avg : 0.32589 + +2023-06-19 23:31:49,061 - yago11k_0.0003 - [INFO] - [Epoch 344]: Training Loss: 0.0011064, Valid MRR: 0.32666, + + + +2023-06-19 23:31:49,708 - yago11k_0.0003 - [INFO] - [E:345| 0]: Train Loss:0.0010988, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:32:54,033 - yago11k_0.0003 - [INFO] - [E:345| 100]: Train Loss:0.001104, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:33:58,374 - yago11k_0.0003 - [INFO] - [E:345| 200]: Train Loss:0.0011063, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:35:02,707 - yago11k_0.0003 - [INFO] - [E:345| 300]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:36:07,032 - yago11k_0.0003 - [INFO] - [E:345| 400]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:37:11,356 - yago11k_0.0003 - [INFO] - [E:345| 500]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:38:15,247 - yago11k_0.0003 - [INFO] - [E:345| 600]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:38:15,248 - yago11k_0.0003 - [INFO] - [Epoch:345]: Training Loss:0.001106 + +2023-06-19 23:38:15,467 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 23:38:27,748 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 23:38:39,870 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.41377, Head : 0.23376, Avg : 0.32376 + +2023-06-19 23:38:39,870 - yago11k_0.0003 - [INFO] - [Epoch 345]: Training Loss: 0.0011064, Valid MRR: 0.32666, + + + +2023-06-19 23:38:40,521 - yago11k_0.0003 - [INFO] - [E:346| 0]: Train Loss:0.0011262, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:39:44,860 - yago11k_0.0003 - [INFO] - [E:346| 100]: Train Loss:0.0011074, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:40:49,199 - yago11k_0.0003 - [INFO] - [E:346| 200]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:41:53,512 - yago11k_0.0003 - [INFO] - [E:346| 300]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:42:57,835 - yago11k_0.0003 - [INFO] - [E:346| 400]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:44:02,170 - yago11k_0.0003 - [INFO] - [E:346| 500]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:45:06,046 - yago11k_0.0003 - [INFO] - [E:346| 600]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:45:06,047 - yago11k_0.0003 - [INFO] - [Epoch:346]: Training Loss:0.001106 + +2023-06-19 23:45:06,266 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 23:45:18,554 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 23:45:30,666 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.41184, Head : 0.23468, Avg : 0.32326 + +2023-06-19 23:45:30,666 - yago11k_0.0003 - [INFO] - [Epoch 346]: Training Loss: 0.0011059, Valid MRR: 0.32666, + + + +2023-06-19 23:45:31,316 - yago11k_0.0003 - [INFO] - [E:347| 0]: Train Loss:0.0010978, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:46:35,641 - yago11k_0.0003 - [INFO] - [E:347| 100]: Train Loss:0.0011072, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:47:39,937 - yago11k_0.0003 - [INFO] - [E:347| 200]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:48:44,267 - yago11k_0.0003 - [INFO] - [E:347| 300]: Train Loss:0.0011056, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:49:48,598 - yago11k_0.0003 - [INFO] - [E:347| 400]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:50:52,917 - yago11k_0.0003 - [INFO] - [E:347| 500]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:51:56,795 - yago11k_0.0003 - [INFO] - [E:347| 600]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:51:56,796 - yago11k_0.0003 - [INFO] - [Epoch:347]: Training Loss:0.001106 + +2023-06-19 23:51:57,015 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 23:52:09,305 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 23:52:21,414 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.41244, Head : 0.23486, Avg : 0.32365 + +2023-06-19 23:52:21,414 - yago11k_0.0003 - [INFO] - [Epoch 347]: Training Loss: 0.0011061, Valid MRR: 0.32666, + + + +2023-06-19 23:52:22,063 - yago11k_0.0003 - [INFO] - [E:348| 0]: Train Loss:0.0010956, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:53:26,385 - yago11k_0.0003 - [INFO] - [E:348| 100]: Train Loss:0.0011076, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:54:30,700 - yago11k_0.0003 - [INFO] - [E:348| 200]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:55:35,024 - yago11k_0.0003 - [INFO] - [E:348| 300]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:56:39,322 - yago11k_0.0003 - [INFO] - [E:348| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:57:43,639 - yago11k_0.0003 - [INFO] - [E:348| 500]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:58:47,519 - yago11k_0.0003 - [INFO] - [E:348| 600]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003 +2023-06-19 23:58:47,519 - yago11k_0.0003 - [INFO] - [Epoch:348]: Training Loss:0.001106 + +2023-06-19 23:58:47,738 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-19 23:59:00,013 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-19 23:59:12,118 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.4127, Head : 0.23374, Avg : 0.32322 + +2023-06-19 23:59:12,119 - yago11k_0.0003 - [INFO] - [Epoch 348]: Training Loss: 0.0011064, Valid MRR: 0.32666, + + + +2023-06-19 23:59:12,769 - yago11k_0.0003 - [INFO] - [E:349| 0]: Train Loss:0.0011125, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:00:17,099 - yago11k_0.0003 - [INFO] - [E:349| 100]: Train Loss:0.0011047, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:01:21,419 - yago11k_0.0003 - [INFO] - [E:349| 200]: Train Loss:0.0011049, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:02:25,760 - yago11k_0.0003 - [INFO] - [E:349| 300]: Train Loss:0.0011051, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:03:30,091 - yago11k_0.0003 - [INFO] - [E:349| 400]: Train Loss:0.0011054, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:04:34,424 - yago11k_0.0003 - [INFO] - [E:349| 500]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:05:38,269 - yago11k_0.0003 - [INFO] - [E:349| 600]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:05:38,270 - yago11k_0.0003 - [INFO] - [Epoch:349]: Training Loss:0.001106 + +2023-06-20 00:05:38,489 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 00:05:50,763 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 00:06:02,870 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.41433, Head : 0.23517, Avg : 0.32475 + MR: Tail : 762.62, Head : 1131.6, Avg : 947.09 + Hit-1: Tail : 0.32787, Head : 0.19394, Avg : 0.26091 + Hit-3: Tail : 0.46207, Head : 0.2284, Avg : 0.34523 + Hit-10: Tail : 0.57836, Head : 0.32745, Avg : 0.4529 +2023-06-20 00:06:02,871 - yago11k_0.0003 - [INFO] - [Epoch 349]: Training Loss: 0.0011065, Valid MRR: 0.32666, + + + +2023-06-20 00:06:03,520 - yago11k_0.0003 - [INFO] - [E:350| 0]: Train Loss:0.0011099, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:07:07,842 - yago11k_0.0003 - [INFO] - [E:350| 100]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:08:12,148 - yago11k_0.0003 - [INFO] - [E:350| 200]: Train Loss:0.0011063, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:09:16,468 - yago11k_0.0003 - [INFO] - [E:350| 300]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:10:20,802 - yago11k_0.0003 - [INFO] - [E:350| 400]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:11:25,120 - yago11k_0.0003 - [INFO] - [E:350| 500]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:12:29,034 - yago11k_0.0003 - [INFO] - [E:350| 600]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:12:29,035 - yago11k_0.0003 - [INFO] - [Epoch:350]: Training Loss:0.001107 + +2023-06-20 00:12:29,254 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 00:12:41,530 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 00:12:53,642 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.41084, Head : 0.23396, Avg : 0.3224 + +2023-06-20 00:12:53,642 - yago11k_0.0003 - [INFO] - [Epoch 350]: Training Loss: 0.0011067, Valid MRR: 0.32666, + + + +2023-06-20 00:12:54,293 - yago11k_0.0003 - [INFO] - [E:351| 0]: Train Loss:0.0011033, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:13:58,641 - yago11k_0.0003 - [INFO] - [E:351| 100]: Train Loss:0.0011036, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:15:02,959 - yago11k_0.0003 - [INFO] - [E:351| 200]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:16:07,272 - yago11k_0.0003 - [INFO] - [E:351| 300]: Train Loss:0.0011063, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:17:11,585 - yago11k_0.0003 - [INFO] - [E:351| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:18:15,903 - yago11k_0.0003 - [INFO] - [E:351| 500]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:19:19,779 - yago11k_0.0003 - [INFO] - [E:351| 600]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:19:19,779 - yago11k_0.0003 - [INFO] - [Epoch:351]: Training Loss:0.001107 + +2023-06-20 00:19:19,998 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 00:19:32,268 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 00:19:44,369 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.41504, Head : 0.235, Avg : 0.32502 + +2023-06-20 00:19:44,369 - yago11k_0.0003 - [INFO] - [Epoch 351]: Training Loss: 0.0011065, Valid MRR: 0.32666, + + + +2023-06-20 00:19:45,017 - yago11k_0.0003 - [INFO] - [E:352| 0]: Train Loss:0.001091, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:20:49,358 - yago11k_0.0003 - [INFO] - [E:352| 100]: Train Loss:0.0011044, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:21:53,662 - yago11k_0.0003 - [INFO] - [E:352| 200]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:22:57,916 - yago11k_0.0003 - [INFO] - [E:352| 300]: Train Loss:0.0011055, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:24:02,247 - yago11k_0.0003 - [INFO] - [E:352| 400]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:25:06,544 - yago11k_0.0003 - [INFO] - [E:352| 500]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:26:10,428 - yago11k_0.0003 - [INFO] - [E:352| 600]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:26:10,428 - yago11k_0.0003 - [INFO] - [Epoch:352]: Training Loss:0.001106 + +2023-06-20 00:26:10,647 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 00:26:22,929 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 00:26:35,037 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.41318, Head : 0.23488, Avg : 0.32403 + +2023-06-20 00:26:35,037 - yago11k_0.0003 - [INFO] - [Epoch 352]: Training Loss: 0.0011062, Valid MRR: 0.32666, + + + +2023-06-20 00:26:35,685 - yago11k_0.0003 - [INFO] - [E:353| 0]: Train Loss:0.0011174, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:27:40,000 - yago11k_0.0003 - [INFO] - [E:353| 100]: Train Loss:0.0011043, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:28:44,306 - yago11k_0.0003 - [INFO] - [E:353| 200]: Train Loss:0.0011054, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:29:48,613 - yago11k_0.0003 - [INFO] - [E:353| 300]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:30:52,925 - yago11k_0.0003 - [INFO] - [E:353| 400]: Train Loss:0.0011055, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:31:57,238 - yago11k_0.0003 - [INFO] - [E:353| 500]: Train Loss:0.0011051, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:33:01,139 - yago11k_0.0003 - [INFO] - [E:353| 600]: Train Loss:0.0011056, Val MRR:0.32666, yago11k_0.0003 +2023-06-20 00:33:01,139 - yago11k_0.0003 - [INFO] - [Epoch:353]: Training Loss:0.001106 + +2023-06-20 00:33:01,358 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 00:33:13,633 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 00:33:25,754 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.41769, Head : 0.23766, Avg : 0.32767 + +2023-06-20 00:33:26,705 - yago11k_0.0003 - [INFO] - [Epoch 353]: Training Loss: 0.0011056, Valid MRR: 0.32767, + + + +2023-06-20 00:33:27,355 - yago11k_0.0003 - [INFO] - [E:354| 0]: Train Loss:0.0011035, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:34:31,666 - yago11k_0.0003 - [INFO] - [E:354| 100]: Train Loss:0.0011063, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:35:36,003 - yago11k_0.0003 - [INFO] - [E:354| 200]: Train Loss:0.0011044, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:36:40,307 - yago11k_0.0003 - [INFO] - [E:354| 300]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:37:44,625 - yago11k_0.0003 - [INFO] - [E:354| 400]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:38:48,890 - yago11k_0.0003 - [INFO] - [E:354| 500]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:39:52,774 - yago11k_0.0003 - [INFO] - [E:354| 600]: Train Loss:0.001106, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:39:52,774 - yago11k_0.0003 - [INFO] - [Epoch:354]: Training Loss:0.001106 + +2023-06-20 00:39:52,994 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 00:40:05,276 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 00:40:17,396 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.42038, Head : 0.2348, Avg : 0.32759 + +2023-06-20 00:40:17,397 - yago11k_0.0003 - [INFO] - [Epoch 354]: Training Loss: 0.001106, Valid MRR: 0.32767, + + + +2023-06-20 00:40:18,044 - yago11k_0.0003 - [INFO] - [E:355| 0]: Train Loss:0.0010875, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:41:22,380 - yago11k_0.0003 - [INFO] - [E:355| 100]: Train Loss:0.0011024, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:42:26,699 - yago11k_0.0003 - [INFO] - [E:355| 200]: Train Loss:0.0011043, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:43:30,998 - yago11k_0.0003 - [INFO] - [E:355| 300]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:44:35,353 - yago11k_0.0003 - [INFO] - [E:355| 400]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:45:39,661 - yago11k_0.0003 - [INFO] - [E:355| 500]: Train Loss:0.0011059, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:46:43,533 - yago11k_0.0003 - [INFO] - [E:355| 600]: Train Loss:0.0011059, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:46:43,533 - yago11k_0.0003 - [INFO] - [Epoch:355]: Training Loss:0.001106 + +2023-06-20 00:46:43,753 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 00:46:56,045 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 00:47:08,155 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.41112, Head : 0.23421, Avg : 0.32266 + +2023-06-20 00:47:08,155 - yago11k_0.0003 - [INFO] - [Epoch 355]: Training Loss: 0.0011059, Valid MRR: 0.32767, + + + +2023-06-20 00:47:08,804 - yago11k_0.0003 - [INFO] - [E:356| 0]: Train Loss:0.0011271, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:48:13,130 - yago11k_0.0003 - [INFO] - [E:356| 100]: Train Loss:0.001108, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:49:17,438 - yago11k_0.0003 - [INFO] - [E:356| 200]: Train Loss:0.0011059, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:50:21,771 - yago11k_0.0003 - [INFO] - [E:356| 300]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:51:26,097 - yago11k_0.0003 - [INFO] - [E:356| 400]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:52:30,436 - yago11k_0.0003 - [INFO] - [E:356| 500]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:53:34,329 - yago11k_0.0003 - [INFO] - [E:356| 600]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:53:34,329 - yago11k_0.0003 - [INFO] - [Epoch:356]: Training Loss:0.001106 + +2023-06-20 00:53:34,549 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 00:53:46,823 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 00:53:58,927 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.41841, Head : 0.2354, Avg : 0.32691 + +2023-06-20 00:53:58,927 - yago11k_0.0003 - [INFO] - [Epoch 356]: Training Loss: 0.0011058, Valid MRR: 0.32767, + + + +2023-06-20 00:53:59,575 - yago11k_0.0003 - [INFO] - [E:357| 0]: Train Loss:0.0011009, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:55:03,900 - yago11k_0.0003 - [INFO] - [E:357| 100]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:56:08,220 - yago11k_0.0003 - [INFO] - [E:357| 200]: Train Loss:0.0011048, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:57:12,514 - yago11k_0.0003 - [INFO] - [E:357| 300]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:58:16,831 - yago11k_0.0003 - [INFO] - [E:357| 400]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 00:59:21,165 - yago11k_0.0003 - [INFO] - [E:357| 500]: Train Loss:0.0011064, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:00:25,064 - yago11k_0.0003 - [INFO] - [E:357| 600]: Train Loss:0.0011062, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:00:25,064 - yago11k_0.0003 - [INFO] - [Epoch:357]: Training Loss:0.001106 + +2023-06-20 01:00:25,283 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 01:00:37,555 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 01:00:49,661 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.41025, Head : 0.2357, Avg : 0.32297 + +2023-06-20 01:00:49,661 - yago11k_0.0003 - [INFO] - [Epoch 357]: Training Loss: 0.0011062, Valid MRR: 0.32767, + + + +2023-06-20 01:00:50,309 - yago11k_0.0003 - [INFO] - [E:358| 0]: Train Loss:0.0011034, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:01:54,621 - yago11k_0.0003 - [INFO] - [E:358| 100]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:02:58,936 - yago11k_0.0003 - [INFO] - [E:358| 200]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:04:03,246 - yago11k_0.0003 - [INFO] - [E:358| 300]: Train Loss:0.0011054, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:05:07,547 - yago11k_0.0003 - [INFO] - [E:358| 400]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:06:11,856 - yago11k_0.0003 - [INFO] - [E:358| 500]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:07:15,730 - yago11k_0.0003 - [INFO] - [E:358| 600]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:07:15,730 - yago11k_0.0003 - [INFO] - [Epoch:358]: Training Loss:0.001106 + +2023-06-20 01:07:15,949 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 01:07:28,223 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 01:07:40,330 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.41559, Head : 0.23494, Avg : 0.32527 + +2023-06-20 01:07:40,330 - yago11k_0.0003 - [INFO] - [Epoch 358]: Training Loss: 0.0011056, Valid MRR: 0.32767, + + + +2023-06-20 01:07:40,977 - yago11k_0.0003 - [INFO] - [E:359| 0]: Train Loss:0.0011249, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:08:45,312 - yago11k_0.0003 - [INFO] - [E:359| 100]: Train Loss:0.0011042, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:09:49,630 - yago11k_0.0003 - [INFO] - [E:359| 200]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:10:53,924 - yago11k_0.0003 - [INFO] - [E:359| 300]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:11:58,250 - yago11k_0.0003 - [INFO] - [E:359| 400]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:13:02,584 - yago11k_0.0003 - [INFO] - [E:359| 500]: Train Loss:0.001106, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:14:06,461 - yago11k_0.0003 - [INFO] - [E:359| 600]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:14:06,461 - yago11k_0.0003 - [INFO] - [Epoch:359]: Training Loss:0.001105 + +2023-06-20 01:14:06,680 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 01:14:18,950 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 01:14:31,057 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.41799, Head : 0.23634, Avg : 0.32717 + MR: Tail : 785.92, Head : 1140.9, Avg : 963.39 + Hit-1: Tail : 0.33468, Head : 0.19492, Avg : 0.2648 + Hit-3: Tail : 0.46166, Head : 0.23131, Avg : 0.34649 + Hit-10: Tail : 0.58099, Head : 0.32134, Avg : 0.45117 +2023-06-20 01:14:31,057 - yago11k_0.0003 - [INFO] - [Epoch 359]: Training Loss: 0.0011053, Valid MRR: 0.32767, + + + +2023-06-20 01:14:31,708 - yago11k_0.0003 - [INFO] - [E:360| 0]: Train Loss:0.0011132, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:15:36,048 - yago11k_0.0003 - [INFO] - [E:360| 100]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:16:40,367 - yago11k_0.0003 - [INFO] - [E:360| 200]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:17:44,707 - yago11k_0.0003 - [INFO] - [E:360| 300]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:18:49,039 - yago11k_0.0003 - [INFO] - [E:360| 400]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:19:53,390 - yago11k_0.0003 - [INFO] - [E:360| 500]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:20:57,316 - yago11k_0.0003 - [INFO] - [E:360| 600]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:20:57,316 - yago11k_0.0003 - [INFO] - [Epoch:360]: Training Loss:0.001106 + +2023-06-20 01:20:57,535 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 01:21:09,816 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 01:21:21,931 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.41214, Head : 0.23527, Avg : 0.3237 + +2023-06-20 01:21:21,931 - yago11k_0.0003 - [INFO] - [Epoch 360]: Training Loss: 0.0011056, Valid MRR: 0.32767, + + + +2023-06-20 01:21:22,579 - yago11k_0.0003 - [INFO] - [E:361| 0]: Train Loss:0.0010966, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:22:26,939 - yago11k_0.0003 - [INFO] - [E:361| 100]: Train Loss:0.0011045, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:23:31,312 - yago11k_0.0003 - [INFO] - [E:361| 200]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:24:35,641 - yago11k_0.0003 - [INFO] - [E:361| 300]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:25:40,028 - yago11k_0.0003 - [INFO] - [E:361| 400]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:26:44,420 - yago11k_0.0003 - [INFO] - [E:361| 500]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:27:48,365 - yago11k_0.0003 - [INFO] - [E:361| 600]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:27:48,365 - yago11k_0.0003 - [INFO] - [Epoch:361]: Training Loss:0.001106 + +2023-06-20 01:27:48,584 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 01:28:00,871 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 01:28:13,001 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.40991, Head : 0.23734, Avg : 0.32362 + +2023-06-20 01:28:13,001 - yago11k_0.0003 - [INFO] - [Epoch 361]: Training Loss: 0.0011057, Valid MRR: 0.32767, + + + +2023-06-20 01:28:13,650 - yago11k_0.0003 - [INFO] - [E:362| 0]: Train Loss:0.0011156, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:29:18,021 - yago11k_0.0003 - [INFO] - [E:362| 100]: Train Loss:0.0011083, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:30:22,383 - yago11k_0.0003 - [INFO] - [E:362| 200]: Train Loss:0.0011063, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:31:26,734 - yago11k_0.0003 - [INFO] - [E:362| 300]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:32:31,084 - yago11k_0.0003 - [INFO] - [E:362| 400]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:33:35,443 - yago11k_0.0003 - [INFO] - [E:362| 500]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:34:39,379 - yago11k_0.0003 - [INFO] - [E:362| 600]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:34:39,379 - yago11k_0.0003 - [INFO] - [Epoch:362]: Training Loss:0.001105 + +2023-06-20 01:34:39,599 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 01:34:51,887 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 01:35:04,017 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.41354, Head : 0.23605, Avg : 0.3248 + +2023-06-20 01:35:04,017 - yago11k_0.0003 - [INFO] - [Epoch 362]: Training Loss: 0.0011052, Valid MRR: 0.32767, + + + +2023-06-20 01:35:04,668 - yago11k_0.0003 - [INFO] - [E:363| 0]: Train Loss:0.0010911, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:36:09,029 - yago11k_0.0003 - [INFO] - [E:363| 100]: Train Loss:0.0011028, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:37:13,401 - yago11k_0.0003 - [INFO] - [E:363| 200]: Train Loss:0.0011026, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:38:17,780 - yago11k_0.0003 - [INFO] - [E:363| 300]: Train Loss:0.001103, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:39:22,144 - yago11k_0.0003 - [INFO] - [E:363| 400]: Train Loss:0.0011041, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:40:26,485 - yago11k_0.0003 - [INFO] - [E:363| 500]: Train Loss:0.0011045, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:41:30,407 - yago11k_0.0003 - [INFO] - [E:363| 600]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:41:30,407 - yago11k_0.0003 - [INFO] - [Epoch:363]: Training Loss:0.001105 + +2023-06-20 01:41:30,627 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 01:41:42,927 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 01:41:55,044 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.41494, Head : 0.23302, Avg : 0.32398 + +2023-06-20 01:41:55,044 - yago11k_0.0003 - [INFO] - [Epoch 363]: Training Loss: 0.0011051, Valid MRR: 0.32767, + + + +2023-06-20 01:41:55,692 - yago11k_0.0003 - [INFO] - [E:364| 0]: Train Loss:0.001099, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:43:00,051 - yago11k_0.0003 - [INFO] - [E:364| 100]: Train Loss:0.0011042, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:44:04,401 - yago11k_0.0003 - [INFO] - [E:364| 200]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:45:08,778 - yago11k_0.0003 - [INFO] - [E:364| 300]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:46:13,114 - yago11k_0.0003 - [INFO] - [E:364| 400]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:47:17,425 - yago11k_0.0003 - [INFO] - [E:364| 500]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:48:21,331 - yago11k_0.0003 - [INFO] - [E:364| 600]: Train Loss:0.0011054, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:48:21,331 - yago11k_0.0003 - [INFO] - [Epoch:364]: Training Loss:0.001105 + +2023-06-20 01:48:21,551 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 01:48:33,839 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 01:48:45,950 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.41533, Head : 0.23464, Avg : 0.32498 + +2023-06-20 01:48:45,950 - yago11k_0.0003 - [INFO] - [Epoch 364]: Training Loss: 0.0011054, Valid MRR: 0.32767, + + + +2023-06-20 01:48:46,598 - yago11k_0.0003 - [INFO] - [E:365| 0]: Train Loss:0.0010904, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:49:50,968 - yago11k_0.0003 - [INFO] - [E:365| 100]: Train Loss:0.0011067, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:50:55,320 - yago11k_0.0003 - [INFO] - [E:365| 200]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:51:59,680 - yago11k_0.0003 - [INFO] - [E:365| 300]: Train Loss:0.0011054, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:53:04,018 - yago11k_0.0003 - [INFO] - [E:365| 400]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:54:08,390 - yago11k_0.0003 - [INFO] - [E:365| 500]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:55:12,308 - yago11k_0.0003 - [INFO] - [E:365| 600]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:55:12,309 - yago11k_0.0003 - [INFO] - [Epoch:365]: Training Loss:0.001105 + +2023-06-20 01:55:12,528 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 01:55:24,809 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 01:55:36,920 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.41803, Head : 0.2342, Avg : 0.32611 + +2023-06-20 01:55:36,920 - yago11k_0.0003 - [INFO] - [Epoch 365]: Training Loss: 0.0011053, Valid MRR: 0.32767, + + + +2023-06-20 01:55:37,568 - yago11k_0.0003 - [INFO] - [E:366| 0]: Train Loss:0.0010832, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:56:41,917 - yago11k_0.0003 - [INFO] - [E:366| 100]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:57:46,283 - yago11k_0.0003 - [INFO] - [E:366| 200]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:58:50,661 - yago11k_0.0003 - [INFO] - [E:366| 300]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 01:59:55,033 - yago11k_0.0003 - [INFO] - [E:366| 400]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:00:59,384 - yago11k_0.0003 - [INFO] - [E:366| 500]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:02:03,289 - yago11k_0.0003 - [INFO] - [E:366| 600]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:02:03,290 - yago11k_0.0003 - [INFO] - [Epoch:366]: Training Loss:0.001106 + +2023-06-20 02:02:03,509 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 02:02:15,788 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 02:02:27,892 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.41201, Head : 0.23625, Avg : 0.32413 + +2023-06-20 02:02:27,892 - yago11k_0.0003 - [INFO] - [Epoch 366]: Training Loss: 0.0011055, Valid MRR: 0.32767, + + + +2023-06-20 02:02:28,541 - yago11k_0.0003 - [INFO] - [E:367| 0]: Train Loss:0.0011038, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:03:32,892 - yago11k_0.0003 - [INFO] - [E:367| 100]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:04:37,258 - yago11k_0.0003 - [INFO] - [E:367| 200]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:05:41,612 - yago11k_0.0003 - [INFO] - [E:367| 300]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:06:45,990 - yago11k_0.0003 - [INFO] - [E:367| 400]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:07:50,353 - yago11k_0.0003 - [INFO] - [E:367| 500]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:08:54,293 - yago11k_0.0003 - [INFO] - [E:367| 600]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:08:54,293 - yago11k_0.0003 - [INFO] - [Epoch:367]: Training Loss:0.001105 + +2023-06-20 02:08:54,513 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 02:09:06,799 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 02:09:18,916 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.41222, Head : 0.23433, Avg : 0.32327 + +2023-06-20 02:09:18,916 - yago11k_0.0003 - [INFO] - [Epoch 367]: Training Loss: 0.0011051, Valid MRR: 0.32767, + + + +2023-06-20 02:09:19,564 - yago11k_0.0003 - [INFO] - [E:368| 0]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:10:23,946 - yago11k_0.0003 - [INFO] - [E:368| 100]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:11:28,333 - yago11k_0.0003 - [INFO] - [E:368| 200]: Train Loss:0.0011043, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:12:32,705 - yago11k_0.0003 - [INFO] - [E:368| 300]: Train Loss:0.0011041, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:13:37,086 - yago11k_0.0003 - [INFO] - [E:368| 400]: Train Loss:0.0011045, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:14:41,480 - yago11k_0.0003 - [INFO] - [E:368| 500]: Train Loss:0.0011046, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:15:45,430 - yago11k_0.0003 - [INFO] - [E:368| 600]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:15:45,430 - yago11k_0.0003 - [INFO] - [Epoch:368]: Training Loss:0.001105 + +2023-06-20 02:15:45,651 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 02:15:57,941 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 02:16:10,063 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.41789, Head : 0.23586, Avg : 0.32687 + +2023-06-20 02:16:10,063 - yago11k_0.0003 - [INFO] - [Epoch 368]: Training Loss: 0.0011049, Valid MRR: 0.32767, + + + +2023-06-20 02:16:10,711 - yago11k_0.0003 - [INFO] - [E:369| 0]: Train Loss:0.0011014, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:17:15,099 - yago11k_0.0003 - [INFO] - [E:369| 100]: Train Loss:0.0011039, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:18:19,471 - yago11k_0.0003 - [INFO] - [E:369| 200]: Train Loss:0.0011039, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:19:23,867 - yago11k_0.0003 - [INFO] - [E:369| 300]: Train Loss:0.0011038, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:20:28,256 - yago11k_0.0003 - [INFO] - [E:369| 400]: Train Loss:0.0011048, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:21:32,644 - yago11k_0.0003 - [INFO] - [E:369| 500]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:22:36,591 - yago11k_0.0003 - [INFO] - [E:369| 600]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:22:36,591 - yago11k_0.0003 - [INFO] - [Epoch:369]: Training Loss:0.001105 + +2023-06-20 02:22:36,811 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 02:22:49,098 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 02:23:01,233 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.41537, Head : 0.23407, Avg : 0.32472 + MR: Tail : 790.45, Head : 1145.6, Avg : 968.01 + Hit-1: Tail : 0.33051, Head : 0.19339, Avg : 0.26195 + Hit-3: Tail : 0.46027, Head : 0.22937, Avg : 0.34482 + Hit-10: Tail : 0.58169, Head : 0.31481, Avg : 0.44825 +2023-06-20 02:23:01,234 - yago11k_0.0003 - [INFO] - [Epoch 369]: Training Loss: 0.0011051, Valid MRR: 0.32767, + + + +2023-06-20 02:23:01,884 - yago11k_0.0003 - [INFO] - [E:370| 0]: Train Loss:0.0011235, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:24:06,287 - yago11k_0.0003 - [INFO] - [E:370| 100]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:25:10,653 - yago11k_0.0003 - [INFO] - [E:370| 200]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:26:14,994 - yago11k_0.0003 - [INFO] - [E:370| 300]: Train Loss:0.0011059, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:27:19,404 - yago11k_0.0003 - [INFO] - [E:370| 400]: Train Loss:0.0011063, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:28:23,783 - yago11k_0.0003 - [INFO] - [E:370| 500]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:29:27,772 - yago11k_0.0003 - [INFO] - [E:370| 600]: Train Loss:0.0011054, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:29:27,772 - yago11k_0.0003 - [INFO] - [Epoch:370]: Training Loss:0.001105 + +2023-06-20 02:29:27,992 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 02:29:40,290 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 02:29:52,424 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.4174, Head : 0.234, Avg : 0.3257 + +2023-06-20 02:29:52,424 - yago11k_0.0003 - [INFO] - [Epoch 370]: Training Loss: 0.0011054, Valid MRR: 0.32767, + + + +2023-06-20 02:29:53,074 - yago11k_0.0003 - [INFO] - [E:371| 0]: Train Loss:0.0010897, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:30:57,466 - yago11k_0.0003 - [INFO] - [E:371| 100]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:32:01,885 - yago11k_0.0003 - [INFO] - [E:371| 200]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:33:06,296 - yago11k_0.0003 - [INFO] - [E:371| 300]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:34:10,662 - yago11k_0.0003 - [INFO] - [E:371| 400]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:35:15,060 - yago11k_0.0003 - [INFO] - [E:371| 500]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:36:19,014 - yago11k_0.0003 - [INFO] - [E:371| 600]: Train Loss:0.0011048, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:36:19,014 - yago11k_0.0003 - [INFO] - [Epoch:371]: Training Loss:0.001105 + +2023-06-20 02:36:19,234 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 02:36:31,546 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 02:36:43,671 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.41289, Head : 0.23457, Avg : 0.32373 + +2023-06-20 02:36:43,671 - yago11k_0.0003 - [INFO] - [Epoch 371]: Training Loss: 0.0011048, Valid MRR: 0.32767, + + + +2023-06-20 02:36:44,319 - yago11k_0.0003 - [INFO] - [E:372| 0]: Train Loss:0.0010919, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:37:48,702 - yago11k_0.0003 - [INFO] - [E:372| 100]: Train Loss:0.0011038, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:38:53,112 - yago11k_0.0003 - [INFO] - [E:372| 200]: Train Loss:0.0011038, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:39:57,526 - yago11k_0.0003 - [INFO] - [E:372| 300]: Train Loss:0.0011042, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:41:01,931 - yago11k_0.0003 - [INFO] - [E:372| 400]: Train Loss:0.0011047, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:42:06,335 - yago11k_0.0003 - [INFO] - [E:372| 500]: Train Loss:0.0011048, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:43:10,262 - yago11k_0.0003 - [INFO] - [E:372| 600]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003 +2023-06-20 02:43:10,262 - yago11k_0.0003 - [INFO] - [Epoch:372]: Training Loss:0.001105 + +2023-06-20 02:43:10,482 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 02:43:22,783 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 02:43:34,910 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.41847, Head : 0.23843, Avg : 0.32845 + +2023-06-20 02:43:35,868 - yago11k_0.0003 - [INFO] - [Epoch 372]: Training Loss: 0.0011051, Valid MRR: 0.32845, + + + +2023-06-20 02:43:36,517 - yago11k_0.0003 - [INFO] - [E:373| 0]: Train Loss:0.0010996, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:44:40,923 - yago11k_0.0003 - [INFO] - [E:373| 100]: Train Loss:0.0011048, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:45:45,345 - yago11k_0.0003 - [INFO] - [E:373| 200]: Train Loss:0.0011054, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:46:49,743 - yago11k_0.0003 - [INFO] - [E:373| 300]: Train Loss:0.0011051, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:47:54,154 - yago11k_0.0003 - [INFO] - [E:373| 400]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:48:58,512 - yago11k_0.0003 - [INFO] - [E:373| 500]: Train Loss:0.0011048, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:50:02,431 - yago11k_0.0003 - [INFO] - [E:373| 600]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:50:02,432 - yago11k_0.0003 - [INFO] - [Epoch:373]: Training Loss:0.001105 + +2023-06-20 02:50:02,651 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 02:50:14,944 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 02:50:27,067 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.41427, Head : 0.23665, Avg : 0.32546 + +2023-06-20 02:50:27,067 - yago11k_0.0003 - [INFO] - [Epoch 373]: Training Loss: 0.0011046, Valid MRR: 0.32845, + + + +2023-06-20 02:50:27,716 - yago11k_0.0003 - [INFO] - [E:374| 0]: Train Loss:0.0011237, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:51:32,089 - yago11k_0.0003 - [INFO] - [E:374| 100]: Train Loss:0.0011054, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:52:36,494 - yago11k_0.0003 - [INFO] - [E:374| 200]: Train Loss:0.0011036, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:53:40,878 - yago11k_0.0003 - [INFO] - [E:374| 300]: Train Loss:0.001104, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:54:45,265 - yago11k_0.0003 - [INFO] - [E:374| 400]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:55:49,645 - yago11k_0.0003 - [INFO] - [E:374| 500]: Train Loss:0.0011045, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:56:53,575 - yago11k_0.0003 - [INFO] - [E:374| 600]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:56:53,576 - yago11k_0.0003 - [INFO] - [Epoch:374]: Training Loss:0.001105 + +2023-06-20 02:56:53,795 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 02:57:06,080 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 02:57:18,193 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.41549, Head : 0.23589, Avg : 0.32569 + +2023-06-20 02:57:18,193 - yago11k_0.0003 - [INFO] - [Epoch 374]: Training Loss: 0.0011046, Valid MRR: 0.32845, + + + +2023-06-20 02:57:18,844 - yago11k_0.0003 - [INFO] - [E:375| 0]: Train Loss:0.0010991, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:58:23,226 - yago11k_0.0003 - [INFO] - [E:375| 100]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 02:59:27,583 - yago11k_0.0003 - [INFO] - [E:375| 200]: Train Loss:0.0011037, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:00:31,961 - yago11k_0.0003 - [INFO] - [E:375| 300]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:01:36,352 - yago11k_0.0003 - [INFO] - [E:375| 400]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:02:40,706 - yago11k_0.0003 - [INFO] - [E:375| 500]: Train Loss:0.001105, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:03:44,654 - yago11k_0.0003 - [INFO] - [E:375| 600]: Train Loss:0.0011047, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:03:44,654 - yago11k_0.0003 - [INFO] - [Epoch:375]: Training Loss:0.001105 + +2023-06-20 03:03:44,874 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 03:03:57,154 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 03:04:09,277 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.40725, Head : 0.23419, Avg : 0.32072 + +2023-06-20 03:04:09,277 - yago11k_0.0003 - [INFO] - [Epoch 375]: Training Loss: 0.0011047, Valid MRR: 0.32845, + + + +2023-06-20 03:04:09,926 - yago11k_0.0003 - [INFO] - [E:376| 0]: Train Loss:0.0010807, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:05:14,325 - yago11k_0.0003 - [INFO] - [E:376| 100]: Train Loss:0.0011027, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:06:18,702 - yago11k_0.0003 - [INFO] - [E:376| 200]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:07:23,084 - yago11k_0.0003 - [INFO] - [E:376| 300]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:08:27,445 - yago11k_0.0003 - [INFO] - [E:376| 400]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:09:31,848 - yago11k_0.0003 - [INFO] - [E:376| 500]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:10:35,791 - yago11k_0.0003 - [INFO] - [E:376| 600]: Train Loss:0.0011049, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:10:35,791 - yago11k_0.0003 - [INFO] - [Epoch:376]: Training Loss:0.001105 + +2023-06-20 03:10:36,010 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 03:10:48,297 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 03:11:00,413 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.41384, Head : 0.23532, Avg : 0.32458 + +2023-06-20 03:11:00,413 - yago11k_0.0003 - [INFO] - [Epoch 376]: Training Loss: 0.0011049, Valid MRR: 0.32845, + + + +2023-06-20 03:11:01,061 - yago11k_0.0003 - [INFO] - [E:377| 0]: Train Loss:0.0010924, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:12:05,447 - yago11k_0.0003 - [INFO] - [E:377| 100]: Train Loss:0.0011065, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:13:09,829 - yago11k_0.0003 - [INFO] - [E:377| 200]: Train Loss:0.0011063, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:14:14,222 - yago11k_0.0003 - [INFO] - [E:377| 300]: Train Loss:0.0011057, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:15:18,612 - yago11k_0.0003 - [INFO] - [E:377| 400]: Train Loss:0.0011051, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:16:23,012 - yago11k_0.0003 - [INFO] - [E:377| 500]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:17:26,970 - yago11k_0.0003 - [INFO] - [E:377| 600]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:17:26,970 - yago11k_0.0003 - [INFO] - [Epoch:377]: Training Loss:0.001105 + +2023-06-20 03:17:27,189 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 03:17:39,476 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 03:17:51,606 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.40954, Head : 0.23594, Avg : 0.32274 + +2023-06-20 03:17:51,607 - yago11k_0.0003 - [INFO] - [Epoch 377]: Training Loss: 0.0011046, Valid MRR: 0.32845, + + + +2023-06-20 03:17:52,257 - yago11k_0.0003 - [INFO] - [E:378| 0]: Train Loss:0.0010959, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:18:56,610 - yago11k_0.0003 - [INFO] - [E:378| 100]: Train Loss:0.0011032, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:20:00,950 - yago11k_0.0003 - [INFO] - [E:378| 200]: Train Loss:0.0011057, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:21:05,349 - yago11k_0.0003 - [INFO] - [E:378| 300]: Train Loss:0.0011047, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:22:09,744 - yago11k_0.0003 - [INFO] - [E:378| 400]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:23:14,137 - yago11k_0.0003 - [INFO] - [E:378| 500]: Train Loss:0.0011047, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:24:18,137 - yago11k_0.0003 - [INFO] - [E:378| 600]: Train Loss:0.0011047, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:24:18,137 - yago11k_0.0003 - [INFO] - [Epoch:378]: Training Loss:0.001105 + +2023-06-20 03:24:18,357 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 03:24:30,656 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 03:24:42,787 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.41354, Head : 0.23609, Avg : 0.32482 + +2023-06-20 03:24:42,788 - yago11k_0.0003 - [INFO] - [Epoch 378]: Training Loss: 0.0011047, Valid MRR: 0.32845, + + + +2023-06-20 03:24:43,437 - yago11k_0.0003 - [INFO] - [E:379| 0]: Train Loss:0.0010857, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:25:47,793 - yago11k_0.0003 - [INFO] - [E:379| 100]: Train Loss:0.0011048, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:26:52,178 - yago11k_0.0003 - [INFO] - [E:379| 200]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:27:56,579 - yago11k_0.0003 - [INFO] - [E:379| 300]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:29:00,950 - yago11k_0.0003 - [INFO] - [E:379| 400]: Train Loss:0.0011034, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:30:05,331 - yago11k_0.0003 - [INFO] - [E:379| 500]: Train Loss:0.0011036, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:31:09,309 - yago11k_0.0003 - [INFO] - [E:379| 600]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:31:09,309 - yago11k_0.0003 - [INFO] - [Epoch:379]: Training Loss:0.001104 + +2023-06-20 03:31:09,529 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 03:31:21,836 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 03:31:33,960 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.41078, Head : 0.23426, Avg : 0.32252 + MR: Tail : 780.56, Head : 1128.0, Avg : 954.29 + Hit-1: Tail : 0.31995, Head : 0.19297, Avg : 0.25646 + Hit-3: Tail : 0.46179, Head : 0.22867, Avg : 0.34523 + Hit-10: Tail : 0.57891, Head : 0.32537, Avg : 0.45214 +2023-06-20 03:31:33,961 - yago11k_0.0003 - [INFO] - [Epoch 379]: Training Loss: 0.0011043, Valid MRR: 0.32845, + + + +2023-06-20 03:31:34,609 - yago11k_0.0003 - [INFO] - [E:380| 0]: Train Loss:0.0011069, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:32:39,023 - yago11k_0.0003 - [INFO] - [E:380| 100]: Train Loss:0.0011028, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:33:43,428 - yago11k_0.0003 - [INFO] - [E:380| 200]: Train Loss:0.0011058, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:34:47,832 - yago11k_0.0003 - [INFO] - [E:380| 300]: Train Loss:0.0011052, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:35:52,273 - yago11k_0.0003 - [INFO] - [E:380| 400]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:36:56,676 - yago11k_0.0003 - [INFO] - [E:380| 500]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:38:00,611 - yago11k_0.0003 - [INFO] - [E:380| 600]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:38:00,611 - yago11k_0.0003 - [INFO] - [Epoch:380]: Training Loss:0.001104 + +2023-06-20 03:38:00,832 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 03:38:13,128 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 03:38:25,253 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.41265, Head : 0.23555, Avg : 0.3241 + +2023-06-20 03:38:25,253 - yago11k_0.0003 - [INFO] - [Epoch 380]: Training Loss: 0.0011044, Valid MRR: 0.32845, + + + +2023-06-20 03:38:25,904 - yago11k_0.0003 - [INFO] - [E:381| 0]: Train Loss:0.0011005, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:39:30,332 - yago11k_0.0003 - [INFO] - [E:381| 100]: Train Loss:0.0011024, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:40:34,710 - yago11k_0.0003 - [INFO] - [E:381| 200]: Train Loss:0.001103, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:41:39,094 - yago11k_0.0003 - [INFO] - [E:381| 300]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:42:43,498 - yago11k_0.0003 - [INFO] - [E:381| 400]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:43:47,909 - yago11k_0.0003 - [INFO] - [E:381| 500]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:44:51,916 - yago11k_0.0003 - [INFO] - [E:381| 600]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:44:51,917 - yago11k_0.0003 - [INFO] - [Epoch:381]: Training Loss:0.001104 + +2023-06-20 03:44:52,136 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 03:45:04,437 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 03:45:16,553 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.41171, Head : 0.23408, Avg : 0.32289 + +2023-06-20 03:45:16,554 - yago11k_0.0003 - [INFO] - [Epoch 381]: Training Loss: 0.0011043, Valid MRR: 0.32845, + + + +2023-06-20 03:45:17,204 - yago11k_0.0003 - [INFO] - [E:382| 0]: Train Loss:0.0011119, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:46:21,580 - yago11k_0.0003 - [INFO] - [E:382| 100]: Train Loss:0.0011037, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:47:25,936 - yago11k_0.0003 - [INFO] - [E:382| 200]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:48:30,298 - yago11k_0.0003 - [INFO] - [E:382| 300]: Train Loss:0.0011032, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:49:34,651 - yago11k_0.0003 - [INFO] - [E:382| 400]: Train Loss:0.0011034, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:50:39,024 - yago11k_0.0003 - [INFO] - [E:382| 500]: Train Loss:0.0011034, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:51:42,940 - yago11k_0.0003 - [INFO] - [E:382| 600]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:51:42,940 - yago11k_0.0003 - [INFO] - [Epoch:382]: Training Loss:0.001104 + +2023-06-20 03:51:43,160 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 03:51:55,446 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 03:52:07,559 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.41093, Head : 0.23634, Avg : 0.32364 + +2023-06-20 03:52:07,559 - yago11k_0.0003 - [INFO] - [Epoch 382]: Training Loss: 0.0011039, Valid MRR: 0.32845, + + + +2023-06-20 03:52:08,207 - yago11k_0.0003 - [INFO] - [E:383| 0]: Train Loss:0.001101, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:53:12,567 - yago11k_0.0003 - [INFO] - [E:383| 100]: Train Loss:0.0011063, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:54:16,941 - yago11k_0.0003 - [INFO] - [E:383| 200]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:55:21,306 - yago11k_0.0003 - [INFO] - [E:383| 300]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:56:25,681 - yago11k_0.0003 - [INFO] - [E:383| 400]: Train Loss:0.001104, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:57:30,069 - yago11k_0.0003 - [INFO] - [E:383| 500]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:58:34,017 - yago11k_0.0003 - [INFO] - [E:383| 600]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 03:58:34,017 - yago11k_0.0003 - [INFO] - [Epoch:383]: Training Loss:0.001104 + +2023-06-20 03:58:34,237 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 03:58:46,524 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 03:58:58,648 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.4162, Head : 0.23413, Avg : 0.32516 + +2023-06-20 03:58:58,648 - yago11k_0.0003 - [INFO] - [Epoch 383]: Training Loss: 0.0011042, Valid MRR: 0.32845, + + + +2023-06-20 03:58:59,296 - yago11k_0.0003 - [INFO] - [E:384| 0]: Train Loss:0.0010907, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:00:03,685 - yago11k_0.0003 - [INFO] - [E:384| 100]: Train Loss:0.0011028, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:01:08,078 - yago11k_0.0003 - [INFO] - [E:384| 200]: Train Loss:0.0011028, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:02:12,431 - yago11k_0.0003 - [INFO] - [E:384| 300]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:03:16,763 - yago11k_0.0003 - [INFO] - [E:384| 400]: Train Loss:0.0011036, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:04:21,128 - yago11k_0.0003 - [INFO] - [E:384| 500]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:05:25,001 - yago11k_0.0003 - [INFO] - [E:384| 600]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:05:25,001 - yago11k_0.0003 - [INFO] - [Epoch:384]: Training Loss:0.001104 + +2023-06-20 04:05:25,221 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 04:05:37,506 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 04:05:49,618 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.41369, Head : 0.23622, Avg : 0.32495 + +2023-06-20 04:05:49,618 - yago11k_0.0003 - [INFO] - [Epoch 384]: Training Loss: 0.0011042, Valid MRR: 0.32845, + + + +2023-06-20 04:05:50,267 - yago11k_0.0003 - [INFO] - [E:385| 0]: Train Loss:0.0011081, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:06:54,562 - yago11k_0.0003 - [INFO] - [E:385| 100]: Train Loss:0.0011028, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:07:58,869 - yago11k_0.0003 - [INFO] - [E:385| 200]: Train Loss:0.0011029, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:09:03,128 - yago11k_0.0003 - [INFO] - [E:385| 300]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:10:07,466 - yago11k_0.0003 - [INFO] - [E:385| 400]: Train Loss:0.0011038, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:11:11,744 - yago11k_0.0003 - [INFO] - [E:385| 500]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:12:15,591 - yago11k_0.0003 - [INFO] - [E:385| 600]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:12:15,591 - yago11k_0.0003 - [INFO] - [Epoch:385]: Training Loss:0.001104 + +2023-06-20 04:12:15,810 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 04:12:28,092 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 04:12:40,213 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.4123, Head : 0.23488, Avg : 0.32359 + +2023-06-20 04:12:40,213 - yago11k_0.0003 - [INFO] - [Epoch 385]: Training Loss: 0.0011043, Valid MRR: 0.32845, + + + +2023-06-20 04:12:40,861 - yago11k_0.0003 - [INFO] - [E:386| 0]: Train Loss:0.0010989, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:13:45,195 - yago11k_0.0003 - [INFO] - [E:386| 100]: Train Loss:0.0011049, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:14:49,466 - yago11k_0.0003 - [INFO] - [E:386| 200]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:15:53,732 - yago11k_0.0003 - [INFO] - [E:386| 300]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:16:58,012 - yago11k_0.0003 - [INFO] - [E:386| 400]: Train Loss:0.0011037, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:18:02,299 - yago11k_0.0003 - [INFO] - [E:386| 500]: Train Loss:0.0011038, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:19:06,173 - yago11k_0.0003 - [INFO] - [E:386| 600]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:19:06,173 - yago11k_0.0003 - [INFO] - [Epoch:386]: Training Loss:0.001104 + +2023-06-20 04:19:06,392 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 04:19:18,680 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 04:19:30,802 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.41013, Head : 0.23452, Avg : 0.32233 + +2023-06-20 04:19:30,802 - yago11k_0.0003 - [INFO] - [Epoch 386]: Training Loss: 0.0011041, Valid MRR: 0.32845, + + + +2023-06-20 04:19:31,452 - yago11k_0.0003 - [INFO] - [E:387| 0]: Train Loss:0.0010959, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:20:35,793 - yago11k_0.0003 - [INFO] - [E:387| 100]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:21:40,072 - yago11k_0.0003 - [INFO] - [E:387| 200]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:22:44,380 - yago11k_0.0003 - [INFO] - [E:387| 300]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:23:48,884 - yago11k_0.0003 - [INFO] - [E:387| 400]: Train Loss:0.001104, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:24:53,790 - yago11k_0.0003 - [INFO] - [E:387| 500]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:25:58,539 - yago11k_0.0003 - [INFO] - [E:387| 600]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003 +2023-06-20 04:25:58,540 - yago11k_0.0003 - [INFO] - [Epoch:387]: Training Loss:0.001104 + +2023-06-20 04:25:58,769 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003 +2023-06-20 04:26:11,219 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003 +2023-06-20 04:26:23,436 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.41692, Head : 0.2347, Avg : 0.32581 + +2023-06-20 04:26:23,436 - yago11k_0.0003 - [INFO] - [Epoch 387]: Training Loss: 0.0011041, Valid MRR: 0.32845, + + + +2023-06-20 04:26:24,093 - yago11k_0.0003 - [INFO] - [E:388| 0]: Train Loss:0.001098, Val MRR:0.32845, yago11k_0.0003 diff --git a/log/yago11k_0.001 b/log/yago11k_0.001 new file mode 100644 index 0000000..74550e8 --- /dev/null +++ b/log/yago11k_0.001 @@ -0,0 +1,7233 @@ +2023-06-18 07:58:13,485 - yago11k_0.001 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-18 07:58:23,919 - yago11k_0.001 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.001 +2023-06-18 07:59:28,141 - yago11k_0.001 - [INFO] - [E:0| 100]: Train Loss:0.053713, Val MRR:0.0, yago11k_0.001 +2023-06-18 08:00:32,289 - yago11k_0.001 - [INFO] - [E:0| 200]: Train Loss:0.028861, Val MRR:0.0, yago11k_0.001 +2023-06-18 08:01:36,601 - yago11k_0.001 - [INFO] - [E:0| 300]: Train Loss:0.020202, Val MRR:0.0, yago11k_0.001 +2023-06-18 08:02:40,888 - yago11k_0.001 - [INFO] - [E:0| 400]: Train Loss:0.015778, Val MRR:0.0, yago11k_0.001 +2023-06-18 08:03:45,187 - yago11k_0.001 - [INFO] - [E:0| 500]: Train Loss:0.013086, Val MRR:0.0, yago11k_0.001 +2023-06-18 08:04:49,194 - yago11k_0.001 - [INFO] - [E:0| 600]: Train Loss:0.011286, Val MRR:0.0, yago11k_0.001 +2023-06-18 08:04:49,195 - yago11k_0.001 - [INFO] - [Epoch:0]: Training Loss:0.01129 + +2023-06-18 08:04:49,416 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 08:05:01,782 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 08:05:13,948 - yago11k_0.001 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.07255, Head : 0.00078, Avg : 0.03667 + +2023-06-18 08:05:15,772 - yago11k_0.001 - [INFO] - [Epoch 0]: Training Loss: 0.011286, Valid MRR: 0.03667, + + + +2023-06-18 08:05:16,451 - yago11k_0.001 - [INFO] - [E:1| 0]: Train Loss:0.0020751, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:06:20,607 - yago11k_0.001 - [INFO] - [E:1| 100]: Train Loss:0.0022028, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:07:24,874 - yago11k_0.001 - [INFO] - [E:1| 200]: Train Loss:0.002189, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:08:29,165 - yago11k_0.001 - [INFO] - [E:1| 300]: Train Loss:0.0021819, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:09:33,572 - yago11k_0.001 - [INFO] - [E:1| 400]: Train Loss:0.0021768, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:10:37,992 - yago11k_0.001 - [INFO] - [E:1| 500]: Train Loss:0.0021714, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:11:41,804 - yago11k_0.001 - [INFO] - [E:1| 600]: Train Loss:0.0021706, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:11:41,804 - yago11k_0.001 - [INFO] - [Epoch:1]: Training Loss:0.002171 + +2023-06-18 08:11:42,027 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 08:11:54,293 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 08:12:06,445 - yago11k_0.001 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07071, Head : 0.00134, Avg : 0.03602 + +2023-06-18 08:12:06,445 - yago11k_0.001 - [INFO] - [Epoch 1]: Training Loss: 0.0021706, Valid MRR: 0.03667, + + + +2023-06-18 08:12:07,106 - yago11k_0.001 - [INFO] - [E:2| 0]: Train Loss:0.0022381, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:13:11,347 - yago11k_0.001 - [INFO] - [E:2| 100]: Train Loss:0.0021337, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:14:15,527 - yago11k_0.001 - [INFO] - [E:2| 200]: Train Loss:0.0021456, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:15:19,786 - yago11k_0.001 - [INFO] - [E:2| 300]: Train Loss:0.0021526, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:16:24,157 - yago11k_0.001 - [INFO] - [E:2| 400]: Train Loss:0.0021472, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:17:28,404 - yago11k_0.001 - [INFO] - [E:2| 500]: Train Loss:0.0021453, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:18:32,385 - yago11k_0.001 - [INFO] - [E:2| 600]: Train Loss:0.0021415, Val MRR:0.03667, yago11k_0.001 +2023-06-18 08:18:32,386 - yago11k_0.001 - [INFO] - [Epoch:2]: Training Loss:0.002141 + +2023-06-18 08:18:32,607 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 08:18:44,893 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 08:18:57,083 - yago11k_0.001 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.10444, Head : 0.00252, Avg : 0.05348 + +2023-06-18 08:18:58,761 - yago11k_0.001 - [INFO] - [Epoch 2]: Training Loss: 0.0021415, Valid MRR: 0.05348, + + + +2023-06-18 08:18:59,422 - yago11k_0.001 - [INFO] - [E:3| 0]: Train Loss:0.0021514, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:20:03,869 - yago11k_0.001 - [INFO] - [E:3| 100]: Train Loss:0.0021169, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:21:08,089 - yago11k_0.001 - [INFO] - [E:3| 200]: Train Loss:0.0021189, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:22:12,355 - yago11k_0.001 - [INFO] - [E:3| 300]: Train Loss:0.0021174, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:23:16,758 - yago11k_0.001 - [INFO] - [E:3| 400]: Train Loss:0.0021108, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:24:20,945 - yago11k_0.001 - [INFO] - [E:3| 500]: Train Loss:0.0021048, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:25:24,883 - yago11k_0.001 - [INFO] - [E:3| 600]: Train Loss:0.0021024, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:25:24,883 - yago11k_0.001 - [INFO] - [Epoch:3]: Training Loss:0.002102 + +2023-06-18 08:25:25,101 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 08:25:37,378 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 08:25:49,591 - yago11k_0.001 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.09289, Head : 0.00291, Avg : 0.0479 + +2023-06-18 08:25:49,592 - yago11k_0.001 - [INFO] - [Epoch 3]: Training Loss: 0.0021024, Valid MRR: 0.05348, + + + +2023-06-18 08:25:50,248 - yago11k_0.001 - [INFO] - [E:4| 0]: Train Loss:0.0020766, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:26:54,464 - yago11k_0.001 - [INFO] - [E:4| 100]: Train Loss:0.0020762, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:27:58,739 - yago11k_0.001 - [INFO] - [E:4| 200]: Train Loss:0.0020609, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:29:03,051 - yago11k_0.001 - [INFO] - [E:4| 300]: Train Loss:0.0020597, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:30:07,435 - yago11k_0.001 - [INFO] - [E:4| 400]: Train Loss:0.00206, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:31:11,847 - yago11k_0.001 - [INFO] - [E:4| 500]: Train Loss:0.0020603, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:32:15,765 - yago11k_0.001 - [INFO] - [E:4| 600]: Train Loss:0.0020628, Val MRR:0.05348, yago11k_0.001 +2023-06-18 08:32:15,766 - yago11k_0.001 - [INFO] - [Epoch:4]: Training Loss:0.002063 + +2023-06-18 08:32:15,987 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 08:32:28,105 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 08:32:40,293 - yago11k_0.001 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.10691, Head : 0.0048, Avg : 0.05585 + +2023-06-18 08:32:41,698 - yago11k_0.001 - [INFO] - [Epoch 4]: Training Loss: 0.0020628, Valid MRR: 0.05585, + + + +2023-06-18 08:32:42,341 - yago11k_0.001 - [INFO] - [E:5| 0]: Train Loss:0.0019675, Val MRR:0.05585, yago11k_0.001 +2023-06-18 08:33:46,533 - yago11k_0.001 - [INFO] - [E:5| 100]: Train Loss:0.0020511, Val MRR:0.05585, yago11k_0.001 +2023-06-18 08:34:50,804 - yago11k_0.001 - [INFO] - [E:5| 200]: Train Loss:0.0020459, Val MRR:0.05585, yago11k_0.001 +2023-06-18 08:35:55,146 - yago11k_0.001 - [INFO] - [E:5| 300]: Train Loss:0.0020449, Val MRR:0.05585, yago11k_0.001 +2023-06-18 08:36:59,439 - yago11k_0.001 - [INFO] - [E:5| 400]: Train Loss:0.0020426, Val MRR:0.05585, yago11k_0.001 +2023-06-18 08:38:03,850 - yago11k_0.001 - [INFO] - [E:5| 500]: Train Loss:0.0020379, Val MRR:0.05585, yago11k_0.001 +2023-06-18 08:39:07,608 - yago11k_0.001 - [INFO] - [E:5| 600]: Train Loss:0.0020344, Val MRR:0.05585, yago11k_0.001 +2023-06-18 08:39:07,609 - yago11k_0.001 - [INFO] - [Epoch:5]: Training Loss:0.002034 + +2023-06-18 08:39:07,829 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 08:39:20,116 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 08:39:32,299 - yago11k_0.001 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.12092, Head : 0.00797, Avg : 0.06445 + +2023-06-18 08:39:33,987 - yago11k_0.001 - [INFO] - [Epoch 5]: Training Loss: 0.0020344, Valid MRR: 0.06445, + + + +2023-06-18 08:39:34,636 - yago11k_0.001 - [INFO] - [E:6| 0]: Train Loss:0.002118, Val MRR:0.06445, yago11k_0.001 +2023-06-18 08:40:39,091 - yago11k_0.001 - [INFO] - [E:6| 100]: Train Loss:0.002003, Val MRR:0.06445, yago11k_0.001 +2023-06-18 08:41:43,361 - yago11k_0.001 - [INFO] - [E:6| 200]: Train Loss:0.0020011, Val MRR:0.06445, yago11k_0.001 +2023-06-18 08:42:47,771 - yago11k_0.001 - [INFO] - [E:6| 300]: Train Loss:0.0020029, Val MRR:0.06445, yago11k_0.001 +2023-06-18 08:43:52,013 - yago11k_0.001 - [INFO] - [E:6| 400]: Train Loss:0.0020045, Val MRR:0.06445, yago11k_0.001 +2023-06-18 08:44:56,139 - yago11k_0.001 - [INFO] - [E:6| 500]: Train Loss:0.0020061, Val MRR:0.06445, yago11k_0.001 +2023-06-18 08:46:00,182 - yago11k_0.001 - [INFO] - [E:6| 600]: Train Loss:0.0020072, Val MRR:0.06445, yago11k_0.001 +2023-06-18 08:46:00,183 - yago11k_0.001 - [INFO] - [Epoch:6]: Training Loss:0.002007 + +2023-06-18 08:46:00,403 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 08:46:12,655 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 08:46:24,824 - yago11k_0.001 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.14891, Head : 0.0074, Avg : 0.07816 + +2023-06-18 08:46:26,512 - yago11k_0.001 - [INFO] - [Epoch 6]: Training Loss: 0.0020072, Valid MRR: 0.07816, + + + +2023-06-18 08:46:27,163 - yago11k_0.001 - [INFO] - [E:7| 0]: Train Loss:0.0019415, Val MRR:0.07816, yago11k_0.001 +2023-06-18 08:47:31,387 - yago11k_0.001 - [INFO] - [E:7| 100]: Train Loss:0.001976, Val MRR:0.07816, yago11k_0.001 +2023-06-18 08:48:35,627 - yago11k_0.001 - [INFO] - [E:7| 200]: Train Loss:0.0019761, Val MRR:0.07816, yago11k_0.001 +2023-06-18 08:49:39,856 - yago11k_0.001 - [INFO] - [E:7| 300]: Train Loss:0.0019813, Val MRR:0.07816, yago11k_0.001 +2023-06-18 08:50:44,094 - yago11k_0.001 - [INFO] - [E:7| 400]: Train Loss:0.0019831, Val MRR:0.07816, yago11k_0.001 +2023-06-18 08:51:48,384 - yago11k_0.001 - [INFO] - [E:7| 500]: Train Loss:0.0019816, Val MRR:0.07816, yago11k_0.001 +2023-06-18 08:52:52,204 - yago11k_0.001 - [INFO] - [E:7| 600]: Train Loss:0.0019771, Val MRR:0.07816, yago11k_0.001 +2023-06-18 08:52:52,205 - yago11k_0.001 - [INFO] - [Epoch:7]: Training Loss:0.001977 + +2023-06-18 08:52:52,426 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 08:53:04,725 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 08:53:16,909 - yago11k_0.001 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.15212, Head : 0.01105, Avg : 0.08158 + +2023-06-18 08:53:18,836 - yago11k_0.001 - [INFO] - [Epoch 7]: Training Loss: 0.0019771, Valid MRR: 0.08158, + + + +2023-06-18 08:53:19,503 - yago11k_0.001 - [INFO] - [E:8| 0]: Train Loss:0.0019342, Val MRR:0.08158, yago11k_0.001 +2023-06-18 08:54:23,877 - yago11k_0.001 - [INFO] - [E:8| 100]: Train Loss:0.001941, Val MRR:0.08158, yago11k_0.001 +2023-06-18 08:55:28,116 - yago11k_0.001 - [INFO] - [E:8| 200]: Train Loss:0.0019499, Val MRR:0.08158, yago11k_0.001 +2023-06-18 08:56:32,751 - yago11k_0.001 - [INFO] - [E:8| 300]: Train Loss:0.0019448, Val MRR:0.08158, yago11k_0.001 +2023-06-18 08:57:36,977 - yago11k_0.001 - [INFO] - [E:8| 400]: Train Loss:0.0019402, Val MRR:0.08158, yago11k_0.001 +2023-06-18 08:58:41,398 - yago11k_0.001 - [INFO] - [E:8| 500]: Train Loss:0.0019371, Val MRR:0.08158, yago11k_0.001 +2023-06-18 08:59:45,671 - yago11k_0.001 - [INFO] - [E:8| 600]: Train Loss:0.0019349, Val MRR:0.08158, yago11k_0.001 +2023-06-18 08:59:45,672 - yago11k_0.001 - [INFO] - [Epoch:8]: Training Loss:0.001935 + +2023-06-18 08:59:45,893 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 08:59:58,227 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 09:00:10,384 - yago11k_0.001 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.15601, Head : 0.01517, Avg : 0.08559 + +2023-06-18 09:00:12,344 - yago11k_0.001 - [INFO] - [Epoch 8]: Training Loss: 0.0019349, Valid MRR: 0.08559, + + + +2023-06-18 09:00:13,005 - yago11k_0.001 - [INFO] - [E:9| 0]: Train Loss:0.0018768, Val MRR:0.08559, yago11k_0.001 +2023-06-18 09:01:17,329 - yago11k_0.001 - [INFO] - [E:9| 100]: Train Loss:0.0019158, Val MRR:0.08559, yago11k_0.001 +2023-06-18 09:02:21,697 - yago11k_0.001 - [INFO] - [E:9| 200]: Train Loss:0.0019038, Val MRR:0.08559, yago11k_0.001 +2023-06-18 09:03:25,720 - yago11k_0.001 - [INFO] - [E:9| 300]: Train Loss:0.001899, Val MRR:0.08559, yago11k_0.001 +2023-06-18 09:04:30,087 - yago11k_0.001 - [INFO] - [E:9| 400]: Train Loss:0.0018945, Val MRR:0.08559, yago11k_0.001 +2023-06-18 09:05:34,197 - yago11k_0.001 - [INFO] - [E:9| 500]: Train Loss:0.0018894, Val MRR:0.08559, yago11k_0.001 +2023-06-18 09:06:38,060 - yago11k_0.001 - [INFO] - [E:9| 600]: Train Loss:0.0018847, Val MRR:0.08559, yago11k_0.001 +2023-06-18 09:06:38,061 - yago11k_0.001 - [INFO] - [Epoch:9]: Training Loss:0.001885 + +2023-06-18 09:06:38,283 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 09:06:50,591 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 09:07:02,764 - yago11k_0.001 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.15467, Head : 0.02472, Avg : 0.08969 + MR: Tail : 630.47, Head : 1167.1, Avg : 898.78 + Hit-1: Tail : 0.08058, Head : 0.00556, Avg : 0.04307 + Hit-3: Tail : 0.19033, Head : 0.01389, Avg : 0.10211 + Hit-10: Tail : 0.29758, Head : 0.05446, Avg : 0.17602 +2023-06-18 09:07:04,645 - yago11k_0.001 - [INFO] - [Epoch 9]: Training Loss: 0.0018847, Valid MRR: 0.08969, + + + +2023-06-18 09:07:05,311 - yago11k_0.001 - [INFO] - [E:10| 0]: Train Loss:0.0017879, Val MRR:0.08969, yago11k_0.001 +2023-06-18 09:08:09,651 - yago11k_0.001 - [INFO] - [E:10| 100]: Train Loss:0.0018477, Val MRR:0.08969, yago11k_0.001 +2023-06-18 09:09:14,065 - yago11k_0.001 - [INFO] - [E:10| 200]: Train Loss:0.0018449, Val MRR:0.08969, yago11k_0.001 +2023-06-18 09:10:18,420 - yago11k_0.001 - [INFO] - [E:10| 300]: Train Loss:0.0018402, Val MRR:0.08969, yago11k_0.001 +2023-06-18 09:11:22,986 - yago11k_0.001 - [INFO] - [E:10| 400]: Train Loss:0.0018368, Val MRR:0.08969, yago11k_0.001 +2023-06-18 09:12:27,405 - yago11k_0.001 - [INFO] - [E:10| 500]: Train Loss:0.0018339, Val MRR:0.08969, yago11k_0.001 +2023-06-18 09:13:31,548 - yago11k_0.001 - [INFO] - [E:10| 600]: Train Loss:0.0018308, Val MRR:0.08969, yago11k_0.001 +2023-06-18 09:13:31,548 - yago11k_0.001 - [INFO] - [Epoch:10]: Training Loss:0.001831 + +2023-06-18 09:13:31,767 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 09:13:44,081 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 09:13:56,301 - yago11k_0.001 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.17849, Head : 0.03496, Avg : 0.10673 + +2023-06-18 09:13:58,043 - yago11k_0.001 - [INFO] - [Epoch 10]: Training Loss: 0.0018308, Valid MRR: 0.10673, + + + +2023-06-18 09:13:58,705 - yago11k_0.001 - [INFO] - [E:11| 0]: Train Loss:0.0018308, Val MRR:0.10673, yago11k_0.001 +2023-06-18 09:15:03,488 - yago11k_0.001 - [INFO] - [E:11| 100]: Train Loss:0.001787, Val MRR:0.10673, yago11k_0.001 +2023-06-18 09:16:08,067 - yago11k_0.001 - [INFO] - [E:11| 200]: Train Loss:0.0017891, Val MRR:0.10673, yago11k_0.001 +2023-06-18 09:17:12,653 - yago11k_0.001 - [INFO] - [E:11| 300]: Train Loss:0.0017884, Val MRR:0.10673, yago11k_0.001 +2023-06-18 09:18:17,298 - yago11k_0.001 - [INFO] - [E:11| 400]: Train Loss:0.0017825, Val MRR:0.10673, yago11k_0.001 +2023-06-18 09:19:21,937 - yago11k_0.001 - [INFO] - [E:11| 500]: Train Loss:0.0017766, Val MRR:0.10673, yago11k_0.001 +2023-06-18 09:20:26,245 - yago11k_0.001 - [INFO] - [E:11| 600]: Train Loss:0.0017735, Val MRR:0.10673, yago11k_0.001 +2023-06-18 09:20:26,245 - yago11k_0.001 - [INFO] - [Epoch:11]: Training Loss:0.001773 + +2023-06-18 09:20:26,462 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 09:20:38,816 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 09:20:51,038 - yago11k_0.001 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.20157, Head : 0.04356, Avg : 0.12257 + +2023-06-18 09:20:52,822 - yago11k_0.001 - [INFO] - [Epoch 11]: Training Loss: 0.0017735, Valid MRR: 0.12257, + + + +2023-06-18 09:20:53,483 - yago11k_0.001 - [INFO] - [E:12| 0]: Train Loss:0.0016812, Val MRR:0.12257, yago11k_0.001 +2023-06-18 09:21:58,015 - yago11k_0.001 - [INFO] - [E:12| 100]: Train Loss:0.0017367, Val MRR:0.12257, yago11k_0.001 +2023-06-18 09:23:02,714 - yago11k_0.001 - [INFO] - [E:12| 200]: Train Loss:0.0017343, Val MRR:0.12257, yago11k_0.001 +2023-06-18 09:24:07,403 - yago11k_0.001 - [INFO] - [E:12| 300]: Train Loss:0.0017293, Val MRR:0.12257, yago11k_0.001 +2023-06-18 09:25:12,187 - yago11k_0.001 - [INFO] - [E:12| 400]: Train Loss:0.0017228, Val MRR:0.12257, yago11k_0.001 +2023-06-18 09:26:16,793 - yago11k_0.001 - [INFO] - [E:12| 500]: Train Loss:0.0017161, Val MRR:0.12257, yago11k_0.001 +2023-06-18 09:27:21,027 - yago11k_0.001 - [INFO] - [E:12| 600]: Train Loss:0.0017101, Val MRR:0.12257, yago11k_0.001 +2023-06-18 09:27:21,027 - yago11k_0.001 - [INFO] - [Epoch:12]: Training Loss:0.00171 + +2023-06-18 09:27:21,248 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 09:27:33,567 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 09:27:45,809 - yago11k_0.001 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.22052, Head : 0.06182, Avg : 0.14117 + +2023-06-18 09:27:47,489 - yago11k_0.001 - [INFO] - [Epoch 12]: Training Loss: 0.0017101, Valid MRR: 0.14117, + + + +2023-06-18 09:27:48,158 - yago11k_0.001 - [INFO] - [E:13| 0]: Train Loss:0.0016433, Val MRR:0.14117, yago11k_0.001 +2023-06-18 09:28:52,919 - yago11k_0.001 - [INFO] - [E:13| 100]: Train Loss:0.0016674, Val MRR:0.14117, yago11k_0.001 +2023-06-18 09:29:57,568 - yago11k_0.001 - [INFO] - [E:13| 200]: Train Loss:0.0016601, Val MRR:0.14117, yago11k_0.001 +2023-06-18 09:31:02,305 - yago11k_0.001 - [INFO] - [E:13| 300]: Train Loss:0.0016566, Val MRR:0.14117, yago11k_0.001 +2023-06-18 09:32:06,960 - yago11k_0.001 - [INFO] - [E:13| 400]: Train Loss:0.001652, Val MRR:0.14117, yago11k_0.001 +2023-06-18 09:33:11,504 - yago11k_0.001 - [INFO] - [E:13| 500]: Train Loss:0.0016485, Val MRR:0.14117, yago11k_0.001 +2023-06-18 09:34:15,723 - yago11k_0.001 - [INFO] - [E:13| 600]: Train Loss:0.0016448, Val MRR:0.14117, yago11k_0.001 +2023-06-18 09:34:15,723 - yago11k_0.001 - [INFO] - [Epoch:13]: Training Loss:0.001645 + +2023-06-18 09:34:15,946 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 09:34:28,349 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 09:34:40,486 - yago11k_0.001 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.24737, Head : 0.07894, Avg : 0.16316 + +2023-06-18 09:34:42,120 - yago11k_0.001 - [INFO] - [Epoch 13]: Training Loss: 0.0016448, Valid MRR: 0.16316, + + + +2023-06-18 09:34:42,799 - yago11k_0.001 - [INFO] - [E:14| 0]: Train Loss:0.0016738, Val MRR:0.16316, yago11k_0.001 +2023-06-18 09:35:47,406 - yago11k_0.001 - [INFO] - [E:14| 100]: Train Loss:0.0015989, Val MRR:0.16316, yago11k_0.001 +2023-06-18 09:36:52,087 - yago11k_0.001 - [INFO] - [E:14| 200]: Train Loss:0.0016014, Val MRR:0.16316, yago11k_0.001 +2023-06-18 09:37:56,629 - yago11k_0.001 - [INFO] - [E:14| 300]: Train Loss:0.0015987, Val MRR:0.16316, yago11k_0.001 +2023-06-18 09:39:01,310 - yago11k_0.001 - [INFO] - [E:14| 400]: Train Loss:0.0015955, Val MRR:0.16316, yago11k_0.001 +2023-06-18 09:40:05,932 - yago11k_0.001 - [INFO] - [E:14| 500]: Train Loss:0.0015909, Val MRR:0.16316, yago11k_0.001 +2023-06-18 09:41:10,225 - yago11k_0.001 - [INFO] - [E:14| 600]: Train Loss:0.0015898, Val MRR:0.16316, yago11k_0.001 +2023-06-18 09:41:10,226 - yago11k_0.001 - [INFO] - [Epoch:14]: Training Loss:0.00159 + +2023-06-18 09:41:10,449 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 09:41:22,724 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 09:41:34,961 - yago11k_0.001 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.24439, Head : 0.10806, Avg : 0.17623 + +2023-06-18 09:41:36,721 - yago11k_0.001 - [INFO] - [Epoch 14]: Training Loss: 0.0015898, Valid MRR: 0.17623, + + + +2023-06-18 09:41:37,391 - yago11k_0.001 - [INFO] - [E:15| 0]: Train Loss:0.0015059, Val MRR:0.17623, yago11k_0.001 +2023-06-18 09:42:41,952 - yago11k_0.001 - [INFO] - [E:15| 100]: Train Loss:0.0015524, Val MRR:0.17623, yago11k_0.001 +2023-06-18 09:43:46,564 - yago11k_0.001 - [INFO] - [E:15| 200]: Train Loss:0.0015512, Val MRR:0.17623, yago11k_0.001 +2023-06-18 09:44:51,339 - yago11k_0.001 - [INFO] - [E:15| 300]: Train Loss:0.0015495, Val MRR:0.17623, yago11k_0.001 +2023-06-18 09:45:55,581 - yago11k_0.001 - [INFO] - [E:15| 400]: Train Loss:0.0015471, Val MRR:0.17623, yago11k_0.001 +2023-06-18 09:47:00,189 - yago11k_0.001 - [INFO] - [E:15| 500]: Train Loss:0.0015435, Val MRR:0.17623, yago11k_0.001 +2023-06-18 09:48:04,600 - yago11k_0.001 - [INFO] - [E:15| 600]: Train Loss:0.0015406, Val MRR:0.17623, yago11k_0.001 +2023-06-18 09:48:04,601 - yago11k_0.001 - [INFO] - [Epoch:15]: Training Loss:0.001541 + +2023-06-18 09:48:04,824 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 09:48:17,085 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 09:48:29,315 - yago11k_0.001 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.28879, Head : 0.12709, Avg : 0.20794 + +2023-06-18 09:48:31,148 - yago11k_0.001 - [INFO] - [Epoch 15]: Training Loss: 0.0015406, Valid MRR: 0.20794, + + + +2023-06-18 09:48:31,818 - yago11k_0.001 - [INFO] - [E:16| 0]: Train Loss:0.0015365, Val MRR:0.20794, yago11k_0.001 +2023-06-18 09:49:36,549 - yago11k_0.001 - [INFO] - [E:16| 100]: Train Loss:0.0015045, Val MRR:0.20794, yago11k_0.001 +2023-06-18 09:50:41,096 - yago11k_0.001 - [INFO] - [E:16| 200]: Train Loss:0.001507, Val MRR:0.20794, yago11k_0.001 +2023-06-18 09:51:45,833 - yago11k_0.001 - [INFO] - [E:16| 300]: Train Loss:0.0015045, Val MRR:0.20794, yago11k_0.001 +2023-06-18 09:52:50,420 - yago11k_0.001 - [INFO] - [E:16| 400]: Train Loss:0.0015018, Val MRR:0.20794, yago11k_0.001 +2023-06-18 09:53:55,178 - yago11k_0.001 - [INFO] - [E:16| 500]: Train Loss:0.0014999, Val MRR:0.20794, yago11k_0.001 +2023-06-18 09:54:59,554 - yago11k_0.001 - [INFO] - [E:16| 600]: Train Loss:0.0014973, Val MRR:0.20794, yago11k_0.001 +2023-06-18 09:54:59,555 - yago11k_0.001 - [INFO] - [Epoch:16]: Training Loss:0.001497 + +2023-06-18 09:54:59,773 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 09:55:12,131 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 09:55:24,319 - yago11k_0.001 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.29866, Head : 0.14682, Avg : 0.22274 + +2023-06-18 09:55:26,132 - yago11k_0.001 - [INFO] - [Epoch 16]: Training Loss: 0.0014973, Valid MRR: 0.22274, + + + +2023-06-18 09:55:26,801 - yago11k_0.001 - [INFO] - [E:17| 0]: Train Loss:0.0014437, Val MRR:0.22274, yago11k_0.001 +2023-06-18 09:56:31,086 - yago11k_0.001 - [INFO] - [E:17| 100]: Train Loss:0.0014686, Val MRR:0.22274, yago11k_0.001 +2023-06-18 09:57:35,720 - yago11k_0.001 - [INFO] - [E:17| 200]: Train Loss:0.0014636, Val MRR:0.22274, yago11k_0.001 +2023-06-18 09:58:40,379 - yago11k_0.001 - [INFO] - [E:17| 300]: Train Loss:0.0014681, Val MRR:0.22274, yago11k_0.001 +2023-06-18 09:59:44,917 - yago11k_0.001 - [INFO] - [E:17| 400]: Train Loss:0.001468, Val MRR:0.22274, yago11k_0.001 +2023-06-18 10:00:49,780 - yago11k_0.001 - [INFO] - [E:17| 500]: Train Loss:0.0014666, Val MRR:0.22274, yago11k_0.001 +2023-06-18 10:01:53,987 - yago11k_0.001 - [INFO] - [E:17| 600]: Train Loss:0.0014644, Val MRR:0.22274, yago11k_0.001 +2023-06-18 10:01:53,987 - yago11k_0.001 - [INFO] - [Epoch:17]: Training Loss:0.001464 + +2023-06-18 10:01:54,203 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 10:02:06,463 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 10:02:18,710 - yago11k_0.001 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.31349, Head : 0.16091, Avg : 0.2372 + +2023-06-18 10:02:20,585 - yago11k_0.001 - [INFO] - [Epoch 17]: Training Loss: 0.0014644, Valid MRR: 0.2372, + + + +2023-06-18 10:02:21,270 - yago11k_0.001 - [INFO] - [E:18| 0]: Train Loss:0.0014337, Val MRR:0.2372, yago11k_0.001 +2023-06-18 10:03:26,050 - yago11k_0.001 - [INFO] - [E:18| 100]: Train Loss:0.0014353, Val MRR:0.2372, yago11k_0.001 +2023-06-18 10:04:30,525 - yago11k_0.001 - [INFO] - [E:18| 200]: Train Loss:0.0014389, Val MRR:0.2372, yago11k_0.001 +2023-06-18 10:05:35,286 - yago11k_0.001 - [INFO] - [E:18| 300]: Train Loss:0.0014395, Val MRR:0.2372, yago11k_0.001 +2023-06-18 10:06:39,936 - yago11k_0.001 - [INFO] - [E:18| 400]: Train Loss:0.0014379, Val MRR:0.2372, yago11k_0.001 +2023-06-18 10:07:44,525 - yago11k_0.001 - [INFO] - [E:18| 500]: Train Loss:0.0014346, Val MRR:0.2372, yago11k_0.001 +2023-06-18 10:08:48,879 - yago11k_0.001 - [INFO] - [E:18| 600]: Train Loss:0.0014334, Val MRR:0.2372, yago11k_0.001 +2023-06-18 10:08:48,879 - yago11k_0.001 - [INFO] - [Epoch:18]: Training Loss:0.001433 + +2023-06-18 10:08:49,101 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 10:09:01,481 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 10:09:13,706 - yago11k_0.001 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.3286, Head : 0.1673, Avg : 0.24795 + +2023-06-18 10:09:15,308 - yago11k_0.001 - [INFO] - [Epoch 18]: Training Loss: 0.0014334, Valid MRR: 0.24795, + + + +2023-06-18 10:09:15,984 - yago11k_0.001 - [INFO] - [E:19| 0]: Train Loss:0.0014489, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:10:20,484 - yago11k_0.001 - [INFO] - [E:19| 100]: Train Loss:0.001414, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:11:25,296 - yago11k_0.001 - [INFO] - [E:19| 200]: Train Loss:0.0014131, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:12:30,051 - yago11k_0.001 - [INFO] - [E:19| 300]: Train Loss:0.0014114, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:13:34,662 - yago11k_0.001 - [INFO] - [E:19| 400]: Train Loss:0.0014102, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:14:39,236 - yago11k_0.001 - [INFO] - [E:19| 500]: Train Loss:0.0014096, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:15:43,296 - yago11k_0.001 - [INFO] - [E:19| 600]: Train Loss:0.0014089, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:15:43,296 - yago11k_0.001 - [INFO] - [Epoch:19]: Training Loss:0.001409 + +2023-06-18 10:15:43,514 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 10:15:55,896 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 10:16:08,122 - yago11k_0.001 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.31767, Head : 0.17151, Avg : 0.24459 + MR: Tail : 451.67, Head : 893.79, Avg : 672.73 + Hit-1: Tail : 0.21034, Head : 0.12754, Avg : 0.16894 + Hit-3: Tail : 0.37566, Head : 0.1656, Avg : 0.27063 + Hit-10: Tail : 0.5175, Head : 0.2541, Avg : 0.3858 +2023-06-18 10:16:08,122 - yago11k_0.001 - [INFO] - [Epoch 19]: Training Loss: 0.0014089, Valid MRR: 0.24795, + + + +2023-06-18 10:16:08,781 - yago11k_0.001 - [INFO] - [E:20| 0]: Train Loss:0.0013092, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:17:13,306 - yago11k_0.001 - [INFO] - [E:20| 100]: Train Loss:0.0013903, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:18:17,995 - yago11k_0.001 - [INFO] - [E:20| 200]: Train Loss:0.00139, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:19:22,542 - yago11k_0.001 - [INFO] - [E:20| 300]: Train Loss:0.0013906, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:20:27,157 - yago11k_0.001 - [INFO] - [E:20| 400]: Train Loss:0.0013909, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:21:31,711 - yago11k_0.001 - [INFO] - [E:20| 500]: Train Loss:0.0013894, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:22:36,013 - yago11k_0.001 - [INFO] - [E:20| 600]: Train Loss:0.0013896, Val MRR:0.24795, yago11k_0.001 +2023-06-18 10:22:36,014 - yago11k_0.001 - [INFO] - [Epoch:20]: Training Loss:0.00139 + +2023-06-18 10:22:36,230 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 10:22:48,462 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 10:23:00,595 - yago11k_0.001 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.35588, Head : 0.18363, Avg : 0.26975 + +2023-06-18 10:23:02,438 - yago11k_0.001 - [INFO] - [Epoch 20]: Training Loss: 0.0013896, Valid MRR: 0.26975, + + + +2023-06-18 10:23:03,104 - yago11k_0.001 - [INFO] - [E:21| 0]: Train Loss:0.001346, Val MRR:0.26975, yago11k_0.001 +2023-06-18 10:24:07,737 - yago11k_0.001 - [INFO] - [E:21| 100]: Train Loss:0.0013613, Val MRR:0.26975, yago11k_0.001 +2023-06-18 10:25:12,309 - yago11k_0.001 - [INFO] - [E:21| 200]: Train Loss:0.0013669, Val MRR:0.26975, yago11k_0.001 +2023-06-18 10:26:17,062 - yago11k_0.001 - [INFO] - [E:21| 300]: Train Loss:0.0013669, Val MRR:0.26975, yago11k_0.001 +2023-06-18 10:27:21,624 - yago11k_0.001 - [INFO] - [E:21| 400]: Train Loss:0.0013677, Val MRR:0.26975, yago11k_0.001 +2023-06-18 10:28:26,214 - yago11k_0.001 - [INFO] - [E:21| 500]: Train Loss:0.0013702, Val MRR:0.26975, yago11k_0.001 +2023-06-18 10:29:30,463 - yago11k_0.001 - [INFO] - [E:21| 600]: Train Loss:0.0013707, Val MRR:0.26975, yago11k_0.001 +2023-06-18 10:29:30,463 - yago11k_0.001 - [INFO] - [Epoch:21]: Training Loss:0.001371 + +2023-06-18 10:29:30,686 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 10:29:43,005 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 10:29:55,162 - yago11k_0.001 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.36274, Head : 0.18768, Avg : 0.27521 + +2023-06-18 10:29:57,070 - yago11k_0.001 - [INFO] - [Epoch 21]: Training Loss: 0.0013707, Valid MRR: 0.27521, + + + +2023-06-18 10:29:57,740 - yago11k_0.001 - [INFO] - [E:22| 0]: Train Loss:0.0013432, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:31:02,439 - yago11k_0.001 - [INFO] - [E:22| 100]: Train Loss:0.0013565, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:32:07,164 - yago11k_0.001 - [INFO] - [E:22| 200]: Train Loss:0.0013544, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:33:12,010 - yago11k_0.001 - [INFO] - [E:22| 300]: Train Loss:0.001355, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:34:16,592 - yago11k_0.001 - [INFO] - [E:22| 400]: Train Loss:0.0013558, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:35:21,239 - yago11k_0.001 - [INFO] - [E:22| 500]: Train Loss:0.0013553, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:36:25,400 - yago11k_0.001 - [INFO] - [E:22| 600]: Train Loss:0.0013551, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:36:25,401 - yago11k_0.001 - [INFO] - [Epoch:22]: Training Loss:0.001355 + +2023-06-18 10:36:25,620 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 10:36:37,983 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 10:36:50,217 - yago11k_0.001 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.34754, Head : 0.19673, Avg : 0.27214 + +2023-06-18 10:36:50,217 - yago11k_0.001 - [INFO] - [Epoch 22]: Training Loss: 0.0013551, Valid MRR: 0.27521, + + + +2023-06-18 10:36:50,886 - yago11k_0.001 - [INFO] - [E:23| 0]: Train Loss:0.0013398, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:37:55,356 - yago11k_0.001 - [INFO] - [E:23| 100]: Train Loss:0.0013374, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:39:00,098 - yago11k_0.001 - [INFO] - [E:23| 200]: Train Loss:0.0013379, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:40:04,598 - yago11k_0.001 - [INFO] - [E:23| 300]: Train Loss:0.00134, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:41:09,255 - yago11k_0.001 - [INFO] - [E:23| 400]: Train Loss:0.0013426, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:42:13,970 - yago11k_0.001 - [INFO] - [E:23| 500]: Train Loss:0.0013425, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:43:18,129 - yago11k_0.001 - [INFO] - [E:23| 600]: Train Loss:0.0013419, Val MRR:0.27521, yago11k_0.001 +2023-06-18 10:43:18,130 - yago11k_0.001 - [INFO] - [Epoch:23]: Training Loss:0.001342 + +2023-06-18 10:43:18,345 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 10:43:30,629 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 10:43:42,855 - yago11k_0.001 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.36324, Head : 0.20069, Avg : 0.28196 + +2023-06-18 10:43:44,810 - yago11k_0.001 - [INFO] - [Epoch 23]: Training Loss: 0.0013419, Valid MRR: 0.28196, + + + +2023-06-18 10:43:45,481 - yago11k_0.001 - [INFO] - [E:24| 0]: Train Loss:0.0013121, Val MRR:0.28196, yago11k_0.001 +2023-06-18 10:44:50,031 - yago11k_0.001 - [INFO] - [E:24| 100]: Train Loss:0.0013328, Val MRR:0.28196, yago11k_0.001 +2023-06-18 10:45:54,819 - yago11k_0.001 - [INFO] - [E:24| 200]: Train Loss:0.0013302, Val MRR:0.28196, yago11k_0.001 +2023-06-18 10:46:59,424 - yago11k_0.001 - [INFO] - [E:24| 300]: Train Loss:0.001331, Val MRR:0.28196, yago11k_0.001 +2023-06-18 10:48:04,258 - yago11k_0.001 - [INFO] - [E:24| 400]: Train Loss:0.0013321, Val MRR:0.28196, yago11k_0.001 +2023-06-18 10:49:08,761 - yago11k_0.001 - [INFO] - [E:24| 500]: Train Loss:0.0013326, Val MRR:0.28196, yago11k_0.001 +2023-06-18 10:50:13,119 - yago11k_0.001 - [INFO] - [E:24| 600]: Train Loss:0.0013315, Val MRR:0.28196, yago11k_0.001 +2023-06-18 10:50:13,120 - yago11k_0.001 - [INFO] - [Epoch:24]: Training Loss:0.001331 + +2023-06-18 10:50:13,343 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 10:50:25,655 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 10:50:37,846 - yago11k_0.001 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.37155, Head : 0.20169, Avg : 0.28662 + +2023-06-18 10:50:39,573 - yago11k_0.001 - [INFO] - [Epoch 24]: Training Loss: 0.0013315, Valid MRR: 0.28662, + + + +2023-06-18 10:50:40,232 - yago11k_0.001 - [INFO] - [E:25| 0]: Train Loss:0.0013219, Val MRR:0.28662, yago11k_0.001 +2023-06-18 10:51:44,925 - yago11k_0.001 - [INFO] - [E:25| 100]: Train Loss:0.0013175, Val MRR:0.28662, yago11k_0.001 +2023-06-18 10:52:49,551 - yago11k_0.001 - [INFO] - [E:25| 200]: Train Loss:0.0013195, Val MRR:0.28662, yago11k_0.001 +2023-06-18 10:53:54,142 - yago11k_0.001 - [INFO] - [E:25| 300]: Train Loss:0.0013198, Val MRR:0.28662, yago11k_0.001 +2023-06-18 10:54:58,783 - yago11k_0.001 - [INFO] - [E:25| 400]: Train Loss:0.0013202, Val MRR:0.28662, yago11k_0.001 +2023-06-18 10:56:03,456 - yago11k_0.001 - [INFO] - [E:25| 500]: Train Loss:0.0013189, Val MRR:0.28662, yago11k_0.001 +2023-06-18 10:57:07,674 - yago11k_0.001 - [INFO] - [E:25| 600]: Train Loss:0.0013198, Val MRR:0.28662, yago11k_0.001 +2023-06-18 10:57:07,675 - yago11k_0.001 - [INFO] - [Epoch:25]: Training Loss:0.00132 + +2023-06-18 10:57:07,897 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 10:57:20,169 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 10:57:32,371 - yago11k_0.001 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.37237, Head : 0.2072, Avg : 0.28979 + +2023-06-18 10:57:34,161 - yago11k_0.001 - [INFO] - [Epoch 25]: Training Loss: 0.0013198, Valid MRR: 0.28979, + + + +2023-06-18 10:57:34,837 - yago11k_0.001 - [INFO] - [E:26| 0]: Train Loss:0.0012548, Val MRR:0.28979, yago11k_0.001 +2023-06-18 10:58:39,491 - yago11k_0.001 - [INFO] - [E:26| 100]: Train Loss:0.0013119, Val MRR:0.28979, yago11k_0.001 +2023-06-18 10:59:44,216 - yago11k_0.001 - [INFO] - [E:26| 200]: Train Loss:0.0013111, Val MRR:0.28979, yago11k_0.001 +2023-06-18 11:00:48,663 - yago11k_0.001 - [INFO] - [E:26| 300]: Train Loss:0.0013117, Val MRR:0.28979, yago11k_0.001 +2023-06-18 11:01:53,872 - yago11k_0.001 - [INFO] - [E:26| 400]: Train Loss:0.0013113, Val MRR:0.28979, yago11k_0.001 +2023-06-18 11:02:58,579 - yago11k_0.001 - [INFO] - [E:26| 500]: Train Loss:0.0013105, Val MRR:0.28979, yago11k_0.001 +2023-06-18 11:04:02,729 - yago11k_0.001 - [INFO] - [E:26| 600]: Train Loss:0.0013109, Val MRR:0.28979, yago11k_0.001 +2023-06-18 11:04:02,729 - yago11k_0.001 - [INFO] - [Epoch:26]: Training Loss:0.001311 + +2023-06-18 11:04:02,953 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 11:04:15,268 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 11:04:27,451 - yago11k_0.001 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.37322, Head : 0.209, Avg : 0.29111 + +2023-06-18 11:04:29,242 - yago11k_0.001 - [INFO] - [Epoch 26]: Training Loss: 0.0013109, Valid MRR: 0.29111, + + + +2023-06-18 11:04:29,931 - yago11k_0.001 - [INFO] - [E:27| 0]: Train Loss:0.0013092, Val MRR:0.29111, yago11k_0.001 +2023-06-18 11:05:34,590 - yago11k_0.001 - [INFO] - [E:27| 100]: Train Loss:0.0012976, Val MRR:0.29111, yago11k_0.001 +2023-06-18 11:06:39,423 - yago11k_0.001 - [INFO] - [E:27| 200]: Train Loss:0.001297, Val MRR:0.29111, yago11k_0.001 +2023-06-18 11:07:44,022 - yago11k_0.001 - [INFO] - [E:27| 300]: Train Loss:0.0013005, Val MRR:0.29111, yago11k_0.001 +2023-06-18 11:08:48,608 - yago11k_0.001 - [INFO] - [E:27| 400]: Train Loss:0.0012995, Val MRR:0.29111, yago11k_0.001 +2023-06-18 11:09:53,166 - yago11k_0.001 - [INFO] - [E:27| 500]: Train Loss:0.0012997, Val MRR:0.29111, yago11k_0.001 +2023-06-18 11:10:57,516 - yago11k_0.001 - [INFO] - [E:27| 600]: Train Loss:0.001301, Val MRR:0.29111, yago11k_0.001 +2023-06-18 11:10:57,516 - yago11k_0.001 - [INFO] - [Epoch:27]: Training Loss:0.001301 + +2023-06-18 11:10:57,737 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 11:11:10,022 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 11:11:22,230 - yago11k_0.001 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.37842, Head : 0.21384, Avg : 0.29613 + +2023-06-18 11:11:23,714 - yago11k_0.001 - [INFO] - [Epoch 27]: Training Loss: 0.001301, Valid MRR: 0.29613, + + + +2023-06-18 11:11:24,366 - yago11k_0.001 - [INFO] - [E:28| 0]: Train Loss:0.0012717, Val MRR:0.29613, yago11k_0.001 +2023-06-18 11:12:29,072 - yago11k_0.001 - [INFO] - [E:28| 100]: Train Loss:0.001287, Val MRR:0.29613, yago11k_0.001 +2023-06-18 11:13:33,598 - yago11k_0.001 - [INFO] - [E:28| 200]: Train Loss:0.0012886, Val MRR:0.29613, yago11k_0.001 +2023-06-18 11:14:38,245 - yago11k_0.001 - [INFO] - [E:28| 300]: Train Loss:0.0012899, Val MRR:0.29613, yago11k_0.001 +2023-06-18 11:15:43,026 - yago11k_0.001 - [INFO] - [E:28| 400]: Train Loss:0.001293, Val MRR:0.29613, yago11k_0.001 +2023-06-18 11:16:47,557 - yago11k_0.001 - [INFO] - [E:28| 500]: Train Loss:0.0012938, Val MRR:0.29613, yago11k_0.001 +2023-06-18 11:17:51,622 - yago11k_0.001 - [INFO] - [E:28| 600]: Train Loss:0.0012939, Val MRR:0.29613, yago11k_0.001 +2023-06-18 11:17:51,622 - yago11k_0.001 - [INFO] - [Epoch:28]: Training Loss:0.001294 + +2023-06-18 11:17:51,840 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 11:18:04,100 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 11:18:16,321 - yago11k_0.001 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.38237, Head : 0.2137, Avg : 0.29803 + +2023-06-18 11:18:18,231 - yago11k_0.001 - [INFO] - [Epoch 28]: Training Loss: 0.0012939, Valid MRR: 0.29803, + + + +2023-06-18 11:18:18,899 - yago11k_0.001 - [INFO] - [E:29| 0]: Train Loss:0.0012531, Val MRR:0.29803, yago11k_0.001 +2023-06-18 11:19:23,696 - yago11k_0.001 - [INFO] - [E:29| 100]: Train Loss:0.0012854, Val MRR:0.29803, yago11k_0.001 +2023-06-18 11:20:28,630 - yago11k_0.001 - [INFO] - [E:29| 200]: Train Loss:0.0012847, Val MRR:0.29803, yago11k_0.001 +2023-06-18 11:21:33,329 - yago11k_0.001 - [INFO] - [E:29| 300]: Train Loss:0.0012835, Val MRR:0.29803, yago11k_0.001 +2023-06-18 11:22:37,908 - yago11k_0.001 - [INFO] - [E:29| 400]: Train Loss:0.0012846, Val MRR:0.29803, yago11k_0.001 +2023-06-18 11:23:42,537 - yago11k_0.001 - [INFO] - [E:29| 500]: Train Loss:0.0012857, Val MRR:0.29803, yago11k_0.001 +2023-06-18 11:24:46,630 - yago11k_0.001 - [INFO] - [E:29| 600]: Train Loss:0.0012864, Val MRR:0.29803, yago11k_0.001 +2023-06-18 11:24:46,630 - yago11k_0.001 - [INFO] - [Epoch:29]: Training Loss:0.001286 + +2023-06-18 11:24:46,852 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 11:24:59,140 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 11:25:11,327 - yago11k_0.001 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.38048, Head : 0.21923, Avg : 0.29985 + MR: Tail : 596.33, Head : 1018.5, Avg : 807.43 + Hit-1: Tail : 0.29216, Head : 0.18033, Avg : 0.23625 + Hit-3: Tail : 0.41303, Head : 0.21145, Avg : 0.31224 + Hit-10: Tail : 0.56321, Head : 0.29494, Avg : 0.42908 +2023-06-18 11:25:12,929 - yago11k_0.001 - [INFO] - [Epoch 29]: Training Loss: 0.0012864, Valid MRR: 0.29985, + + + +2023-06-18 11:25:13,588 - yago11k_0.001 - [INFO] - [E:30| 0]: Train Loss:0.0012535, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:26:18,135 - yago11k_0.001 - [INFO] - [E:30| 100]: Train Loss:0.0012745, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:27:22,737 - yago11k_0.001 - [INFO] - [E:30| 200]: Train Loss:0.0012778, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:28:27,346 - yago11k_0.001 - [INFO] - [E:30| 300]: Train Loss:0.0012785, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:29:31,971 - yago11k_0.001 - [INFO] - [E:30| 400]: Train Loss:0.0012784, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:30:36,694 - yago11k_0.001 - [INFO] - [E:30| 500]: Train Loss:0.0012781, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:31:40,844 - yago11k_0.001 - [INFO] - [E:30| 600]: Train Loss:0.0012784, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:31:40,844 - yago11k_0.001 - [INFO] - [Epoch:30]: Training Loss:0.001278 + +2023-06-18 11:31:41,060 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 11:31:53,450 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 11:32:05,617 - yago11k_0.001 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.38362, Head : 0.2148, Avg : 0.29921 + +2023-06-18 11:32:05,617 - yago11k_0.001 - [INFO] - [Epoch 30]: Training Loss: 0.0012784, Valid MRR: 0.29985, + + + +2023-06-18 11:32:06,278 - yago11k_0.001 - [INFO] - [E:31| 0]: Train Loss:0.0013399, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:33:10,949 - yago11k_0.001 - [INFO] - [E:31| 100]: Train Loss:0.0012722, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:34:15,360 - yago11k_0.001 - [INFO] - [E:31| 200]: Train Loss:0.0012704, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:35:20,039 - yago11k_0.001 - [INFO] - [E:31| 300]: Train Loss:0.0012706, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:36:24,682 - yago11k_0.001 - [INFO] - [E:31| 400]: Train Loss:0.0012712, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:37:29,307 - yago11k_0.001 - [INFO] - [E:31| 500]: Train Loss:0.0012714, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:38:33,659 - yago11k_0.001 - [INFO] - [E:31| 600]: Train Loss:0.0012721, Val MRR:0.29985, yago11k_0.001 +2023-06-18 11:38:33,660 - yago11k_0.001 - [INFO] - [Epoch:31]: Training Loss:0.001272 + +2023-06-18 11:38:33,881 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 11:38:46,191 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 11:38:58,355 - yago11k_0.001 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.38349, Head : 0.22383, Avg : 0.30366 + +2023-06-18 11:39:00,090 - yago11k_0.001 - [INFO] - [Epoch 31]: Training Loss: 0.0012721, Valid MRR: 0.30366, + + + +2023-06-18 11:39:00,760 - yago11k_0.001 - [INFO] - [E:32| 0]: Train Loss:0.0012397, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:40:05,492 - yago11k_0.001 - [INFO] - [E:32| 100]: Train Loss:0.0012615, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:41:10,385 - yago11k_0.001 - [INFO] - [E:32| 200]: Train Loss:0.0012656, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:42:14,957 - yago11k_0.001 - [INFO] - [E:32| 300]: Train Loss:0.0012651, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:43:19,602 - yago11k_0.001 - [INFO] - [E:32| 400]: Train Loss:0.0012646, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:44:24,352 - yago11k_0.001 - [INFO] - [E:32| 500]: Train Loss:0.0012666, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:45:28,389 - yago11k_0.001 - [INFO] - [E:32| 600]: Train Loss:0.0012662, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:45:28,390 - yago11k_0.001 - [INFO] - [Epoch:32]: Training Loss:0.001266 + +2023-06-18 11:45:28,606 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 11:45:40,923 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 11:45:53,121 - yago11k_0.001 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.38639, Head : 0.22088, Avg : 0.30363 + +2023-06-18 11:45:53,122 - yago11k_0.001 - [INFO] - [Epoch 32]: Training Loss: 0.0012662, Valid MRR: 0.30366, + + + +2023-06-18 11:45:53,792 - yago11k_0.001 - [INFO] - [E:33| 0]: Train Loss:0.0013005, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:46:58,194 - yago11k_0.001 - [INFO] - [E:33| 100]: Train Loss:0.0012543, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:48:02,837 - yago11k_0.001 - [INFO] - [E:33| 200]: Train Loss:0.0012556, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:49:07,460 - yago11k_0.001 - [INFO] - [E:33| 300]: Train Loss:0.0012568, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:50:11,991 - yago11k_0.001 - [INFO] - [E:33| 400]: Train Loss:0.0012584, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:51:16,425 - yago11k_0.001 - [INFO] - [E:33| 500]: Train Loss:0.0012594, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:52:20,749 - yago11k_0.001 - [INFO] - [E:33| 600]: Train Loss:0.0012612, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:52:20,750 - yago11k_0.001 - [INFO] - [Epoch:33]: Training Loss:0.001261 + +2023-06-18 11:52:20,972 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 11:52:33,322 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 11:52:45,525 - yago11k_0.001 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.38919, Head : 0.21814, Avg : 0.30366 + +2023-06-18 11:52:45,525 - yago11k_0.001 - [INFO] - [Epoch 33]: Training Loss: 0.0012612, Valid MRR: 0.30366, + + + +2023-06-18 11:52:46,198 - yago11k_0.001 - [INFO] - [E:34| 0]: Train Loss:0.0012553, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:53:50,817 - yago11k_0.001 - [INFO] - [E:34| 100]: Train Loss:0.0012553, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:54:55,584 - yago11k_0.001 - [INFO] - [E:34| 200]: Train Loss:0.0012536, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:56:00,168 - yago11k_0.001 - [INFO] - [E:34| 300]: Train Loss:0.001253, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:57:04,784 - yago11k_0.001 - [INFO] - [E:34| 400]: Train Loss:0.0012543, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:58:09,411 - yago11k_0.001 - [INFO] - [E:34| 500]: Train Loss:0.0012539, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:59:13,486 - yago11k_0.001 - [INFO] - [E:34| 600]: Train Loss:0.0012545, Val MRR:0.30366, yago11k_0.001 +2023-06-18 11:59:13,487 - yago11k_0.001 - [INFO] - [Epoch:34]: Training Loss:0.001254 + +2023-06-18 11:59:13,709 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 11:59:26,068 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 11:59:38,337 - yago11k_0.001 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.38725, Head : 0.22429, Avg : 0.30577 + +2023-06-18 11:59:40,007 - yago11k_0.001 - [INFO] - [Epoch 34]: Training Loss: 0.0012545, Valid MRR: 0.30577, + + + +2023-06-18 11:59:40,666 - yago11k_0.001 - [INFO] - [E:35| 0]: Train Loss:0.0012964, Val MRR:0.30577, yago11k_0.001 +2023-06-18 12:00:45,165 - yago11k_0.001 - [INFO] - [E:35| 100]: Train Loss:0.001252, Val MRR:0.30577, yago11k_0.001 +2023-06-18 12:01:49,874 - yago11k_0.001 - [INFO] - [E:35| 200]: Train Loss:0.0012503, Val MRR:0.30577, yago11k_0.001 +2023-06-18 12:02:54,385 - yago11k_0.001 - [INFO] - [E:35| 300]: Train Loss:0.0012491, Val MRR:0.30577, yago11k_0.001 +2023-06-18 12:03:58,958 - yago11k_0.001 - [INFO] - [E:35| 400]: Train Loss:0.0012499, Val MRR:0.30577, yago11k_0.001 +2023-06-18 12:05:03,597 - yago11k_0.001 - [INFO] - [E:35| 500]: Train Loss:0.0012497, Val MRR:0.30577, yago11k_0.001 +2023-06-18 12:06:07,768 - yago11k_0.001 - [INFO] - [E:35| 600]: Train Loss:0.0012501, Val MRR:0.30577, yago11k_0.001 +2023-06-18 12:06:07,768 - yago11k_0.001 - [INFO] - [Epoch:35]: Training Loss:0.00125 + +2023-06-18 12:06:07,991 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 12:06:20,339 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 12:06:32,493 - yago11k_0.001 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.38855, Head : 0.22377, Avg : 0.30616 + +2023-06-18 12:06:34,382 - yago11k_0.001 - [INFO] - [Epoch 35]: Training Loss: 0.0012501, Valid MRR: 0.30616, + + + +2023-06-18 12:06:35,069 - yago11k_0.001 - [INFO] - [E:36| 0]: Train Loss:0.0012355, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:07:39,775 - yago11k_0.001 - [INFO] - [E:36| 100]: Train Loss:0.0012404, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:08:44,359 - yago11k_0.001 - [INFO] - [E:36| 200]: Train Loss:0.0012428, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:09:48,763 - yago11k_0.001 - [INFO] - [E:36| 300]: Train Loss:0.0012441, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:10:53,230 - yago11k_0.001 - [INFO] - [E:36| 400]: Train Loss:0.0012443, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:11:57,847 - yago11k_0.001 - [INFO] - [E:36| 500]: Train Loss:0.0012466, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:13:02,110 - yago11k_0.001 - [INFO] - [E:36| 600]: Train Loss:0.0012469, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:13:02,110 - yago11k_0.001 - [INFO] - [Epoch:36]: Training Loss:0.001247 + +2023-06-18 12:13:02,334 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 12:13:14,680 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 12:13:26,909 - yago11k_0.001 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.38608, Head : 0.22496, Avg : 0.30552 + +2023-06-18 12:13:26,909 - yago11k_0.001 - [INFO] - [Epoch 36]: Training Loss: 0.0012469, Valid MRR: 0.30616, + + + +2023-06-18 12:13:27,568 - yago11k_0.001 - [INFO] - [E:37| 0]: Train Loss:0.0012209, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:14:32,190 - yago11k_0.001 - [INFO] - [E:37| 100]: Train Loss:0.0012374, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:15:36,735 - yago11k_0.001 - [INFO] - [E:37| 200]: Train Loss:0.0012402, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:16:41,316 - yago11k_0.001 - [INFO] - [E:37| 300]: Train Loss:0.0012404, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:17:45,966 - yago11k_0.001 - [INFO] - [E:37| 400]: Train Loss:0.0012409, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:18:50,417 - yago11k_0.001 - [INFO] - [E:37| 500]: Train Loss:0.0012423, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:19:54,677 - yago11k_0.001 - [INFO] - [E:37| 600]: Train Loss:0.001242, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:19:54,678 - yago11k_0.001 - [INFO] - [Epoch:37]: Training Loss:0.001242 + +2023-06-18 12:19:54,899 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 12:20:07,261 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 12:20:19,496 - yago11k_0.001 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.38168, Head : 0.21973, Avg : 0.30071 + +2023-06-18 12:20:19,496 - yago11k_0.001 - [INFO] - [Epoch 37]: Training Loss: 0.001242, Valid MRR: 0.30616, + + + +2023-06-18 12:20:20,159 - yago11k_0.001 - [INFO] - [E:38| 0]: Train Loss:0.0012103, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:21:24,862 - yago11k_0.001 - [INFO] - [E:38| 100]: Train Loss:0.0012376, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:22:29,331 - yago11k_0.001 - [INFO] - [E:38| 200]: Train Loss:0.0012372, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:23:33,812 - yago11k_0.001 - [INFO] - [E:38| 300]: Train Loss:0.0012372, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:24:38,712 - yago11k_0.001 - [INFO] - [E:38| 400]: Train Loss:0.0012369, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:25:43,265 - yago11k_0.001 - [INFO] - [E:38| 500]: Train Loss:0.0012377, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:26:47,303 - yago11k_0.001 - [INFO] - [E:38| 600]: Train Loss:0.001238, Val MRR:0.30616, yago11k_0.001 +2023-06-18 12:26:47,303 - yago11k_0.001 - [INFO] - [Epoch:38]: Training Loss:0.001238 + +2023-06-18 12:26:47,519 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 12:26:59,857 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 12:27:12,093 - yago11k_0.001 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.39128, Head : 0.22331, Avg : 0.3073 + +2023-06-18 12:27:13,674 - yago11k_0.001 - [INFO] - [Epoch 38]: Training Loss: 0.001238, Valid MRR: 0.3073, + + + +2023-06-18 12:27:14,337 - yago11k_0.001 - [INFO] - [E:39| 0]: Train Loss:0.0012153, Val MRR:0.3073, yago11k_0.001 +2023-06-18 12:28:18,925 - yago11k_0.001 - [INFO] - [E:39| 100]: Train Loss:0.0012302, Val MRR:0.3073, yago11k_0.001 +2023-06-18 12:29:23,721 - yago11k_0.001 - [INFO] - [E:39| 200]: Train Loss:0.0012314, Val MRR:0.3073, yago11k_0.001 +2023-06-18 12:30:28,364 - yago11k_0.001 - [INFO] - [E:39| 300]: Train Loss:0.0012316, Val MRR:0.3073, yago11k_0.001 +2023-06-18 12:31:32,872 - yago11k_0.001 - [INFO] - [E:39| 400]: Train Loss:0.0012326, Val MRR:0.3073, yago11k_0.001 +2023-06-18 12:32:37,448 - yago11k_0.001 - [INFO] - [E:39| 500]: Train Loss:0.0012325, Val MRR:0.3073, yago11k_0.001 +2023-06-18 12:33:41,524 - yago11k_0.001 - [INFO] - [E:39| 600]: Train Loss:0.0012336, Val MRR:0.3073, yago11k_0.001 +2023-06-18 12:33:41,524 - yago11k_0.001 - [INFO] - [Epoch:39]: Training Loss:0.001234 + +2023-06-18 12:33:41,740 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 12:33:54,113 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 12:34:06,310 - yago11k_0.001 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.39199, Head : 0.22389, Avg : 0.30794 + MR: Tail : 766.41, Head : 1056.9, Avg : 911.68 + Hit-1: Tail : 0.30759, Head : 0.18338, Avg : 0.24548 + Hit-3: Tail : 0.42651, Head : 0.22173, Avg : 0.32412 + Hit-10: Tail : 0.56821, Head : 0.30245, Avg : 0.43533 +2023-06-18 12:34:07,725 - yago11k_0.001 - [INFO] - [Epoch 39]: Training Loss: 0.0012336, Valid MRR: 0.30794, + + + +2023-06-18 12:34:08,389 - yago11k_0.001 - [INFO] - [E:40| 0]: Train Loss:0.00122, Val MRR:0.30794, yago11k_0.001 +2023-06-18 12:35:12,895 - yago11k_0.001 - [INFO] - [E:40| 100]: Train Loss:0.0012213, Val MRR:0.30794, yago11k_0.001 +2023-06-18 12:36:17,515 - yago11k_0.001 - [INFO] - [E:40| 200]: Train Loss:0.001225, Val MRR:0.30794, yago11k_0.001 +2023-06-18 12:37:22,380 - yago11k_0.001 - [INFO] - [E:40| 300]: Train Loss:0.0012283, Val MRR:0.30794, yago11k_0.001 +2023-06-18 12:38:26,891 - yago11k_0.001 - [INFO] - [E:40| 400]: Train Loss:0.0012285, Val MRR:0.30794, yago11k_0.001 +2023-06-18 12:39:31,759 - yago11k_0.001 - [INFO] - [E:40| 500]: Train Loss:0.0012297, Val MRR:0.30794, yago11k_0.001 +2023-06-18 12:40:36,020 - yago11k_0.001 - [INFO] - [E:40| 600]: Train Loss:0.0012304, Val MRR:0.30794, yago11k_0.001 +2023-06-18 12:40:36,020 - yago11k_0.001 - [INFO] - [Epoch:40]: Training Loss:0.00123 + +2023-06-18 12:40:36,242 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 12:40:48,554 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 12:41:00,765 - yago11k_0.001 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.39201, Head : 0.2243, Avg : 0.30816 + +2023-06-18 12:41:02,334 - yago11k_0.001 - [INFO] - [Epoch 40]: Training Loss: 0.0012304, Valid MRR: 0.30816, + + + +2023-06-18 12:41:03,002 - yago11k_0.001 - [INFO] - [E:41| 0]: Train Loss:0.0011845, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:42:07,559 - yago11k_0.001 - [INFO] - [E:41| 100]: Train Loss:0.0012274, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:43:12,013 - yago11k_0.001 - [INFO] - [E:41| 200]: Train Loss:0.0012278, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:44:16,856 - yago11k_0.001 - [INFO] - [E:41| 300]: Train Loss:0.0012275, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:45:21,451 - yago11k_0.001 - [INFO] - [E:41| 400]: Train Loss:0.0012277, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:46:26,012 - yago11k_0.001 - [INFO] - [E:41| 500]: Train Loss:0.0012283, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:47:30,085 - yago11k_0.001 - [INFO] - [E:41| 600]: Train Loss:0.0012277, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:47:30,086 - yago11k_0.001 - [INFO] - [Epoch:41]: Training Loss:0.001228 + +2023-06-18 12:47:30,302 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 12:47:42,597 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 12:47:54,751 - yago11k_0.001 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.38518, Head : 0.23025, Avg : 0.30771 + +2023-06-18 12:47:54,752 - yago11k_0.001 - [INFO] - [Epoch 41]: Training Loss: 0.0012277, Valid MRR: 0.30816, + + + +2023-06-18 12:47:55,412 - yago11k_0.001 - [INFO] - [E:42| 0]: Train Loss:0.0012292, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:49:00,259 - yago11k_0.001 - [INFO] - [E:42| 100]: Train Loss:0.0012275, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:50:04,856 - yago11k_0.001 - [INFO] - [E:42| 200]: Train Loss:0.0012257, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:51:09,542 - yago11k_0.001 - [INFO] - [E:42| 300]: Train Loss:0.0012261, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:52:14,017 - yago11k_0.001 - [INFO] - [E:42| 400]: Train Loss:0.0012249, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:53:18,424 - yago11k_0.001 - [INFO] - [E:42| 500]: Train Loss:0.0012251, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:54:22,493 - yago11k_0.001 - [INFO] - [E:42| 600]: Train Loss:0.0012249, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:54:22,493 - yago11k_0.001 - [INFO] - [Epoch:42]: Training Loss:0.001225 + +2023-06-18 12:54:22,711 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 12:54:34,952 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 12:54:47,133 - yago11k_0.001 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.38215, Head : 0.22408, Avg : 0.30312 + +2023-06-18 12:54:47,133 - yago11k_0.001 - [INFO] - [Epoch 42]: Training Loss: 0.0012249, Valid MRR: 0.30816, + + + +2023-06-18 12:54:47,808 - yago11k_0.001 - [INFO] - [E:43| 0]: Train Loss:0.0011944, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:55:52,021 - yago11k_0.001 - [INFO] - [E:43| 100]: Train Loss:0.0012183, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:56:56,474 - yago11k_0.001 - [INFO] - [E:43| 200]: Train Loss:0.0012217, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:58:00,859 - yago11k_0.001 - [INFO] - [E:43| 300]: Train Loss:0.0012206, Val MRR:0.30816, yago11k_0.001 +2023-06-18 12:59:05,394 - yago11k_0.001 - [INFO] - [E:43| 400]: Train Loss:0.001221, Val MRR:0.30816, yago11k_0.001 +2023-06-18 13:00:09,966 - yago11k_0.001 - [INFO] - [E:43| 500]: Train Loss:0.0012212, Val MRR:0.30816, yago11k_0.001 +2023-06-18 13:01:14,101 - yago11k_0.001 - [INFO] - [E:43| 600]: Train Loss:0.0012215, Val MRR:0.30816, yago11k_0.001 +2023-06-18 13:01:14,102 - yago11k_0.001 - [INFO] - [Epoch:43]: Training Loss:0.001221 + +2023-06-18 13:01:14,325 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 13:01:26,562 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 13:01:38,757 - yago11k_0.001 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.39031, Head : 0.22647, Avg : 0.30839 + +2023-06-18 13:01:40,325 - yago11k_0.001 - [INFO] - [Epoch 43]: Training Loss: 0.0012215, Valid MRR: 0.30839, + + + +2023-06-18 13:01:40,989 - yago11k_0.001 - [INFO] - [E:44| 0]: Train Loss:0.0011936, Val MRR:0.30839, yago11k_0.001 +2023-06-18 13:02:45,473 - yago11k_0.001 - [INFO] - [E:44| 100]: Train Loss:0.0012158, Val MRR:0.30839, yago11k_0.001 +2023-06-18 13:03:49,868 - yago11k_0.001 - [INFO] - [E:44| 200]: Train Loss:0.001217, Val MRR:0.30839, yago11k_0.001 +2023-06-18 13:04:54,244 - yago11k_0.001 - [INFO] - [E:44| 300]: Train Loss:0.0012166, Val MRR:0.30839, yago11k_0.001 +2023-06-18 13:05:58,593 - yago11k_0.001 - [INFO] - [E:44| 400]: Train Loss:0.0012184, Val MRR:0.30839, yago11k_0.001 +2023-06-18 13:07:03,032 - yago11k_0.001 - [INFO] - [E:44| 500]: Train Loss:0.0012192, Val MRR:0.30839, yago11k_0.001 +2023-06-18 13:08:06,953 - yago11k_0.001 - [INFO] - [E:44| 600]: Train Loss:0.0012198, Val MRR:0.30839, yago11k_0.001 +2023-06-18 13:08:06,954 - yago11k_0.001 - [INFO] - [Epoch:44]: Training Loss:0.00122 + +2023-06-18 13:08:07,176 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 13:08:19,485 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 13:08:31,660 - yago11k_0.001 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.39429, Head : 0.22301, Avg : 0.30865 + +2023-06-18 13:08:33,366 - yago11k_0.001 - [INFO] - [Epoch 44]: Training Loss: 0.0012198, Valid MRR: 0.30865, + + + +2023-06-18 13:08:34,016 - yago11k_0.001 - [INFO] - [E:45| 0]: Train Loss:0.0012085, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:09:38,350 - yago11k_0.001 - [INFO] - [E:45| 100]: Train Loss:0.0012156, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:10:42,712 - yago11k_0.001 - [INFO] - [E:45| 200]: Train Loss:0.0012139, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:11:47,105 - yago11k_0.001 - [INFO] - [E:45| 300]: Train Loss:0.0012146, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:12:51,462 - yago11k_0.001 - [INFO] - [E:45| 400]: Train Loss:0.0012153, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:13:55,658 - yago11k_0.001 - [INFO] - [E:45| 500]: Train Loss:0.0012157, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:14:59,385 - yago11k_0.001 - [INFO] - [E:45| 600]: Train Loss:0.001216, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:14:59,386 - yago11k_0.001 - [INFO] - [Epoch:45]: Training Loss:0.001216 + +2023-06-18 13:14:59,602 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 13:15:11,816 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 13:15:23,966 - yago11k_0.001 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.38768, Head : 0.22776, Avg : 0.30772 + +2023-06-18 13:15:23,967 - yago11k_0.001 - [INFO] - [Epoch 45]: Training Loss: 0.001216, Valid MRR: 0.30865, + + + +2023-06-18 13:15:24,625 - yago11k_0.001 - [INFO] - [E:46| 0]: Train Loss:0.0012007, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:16:28,923 - yago11k_0.001 - [INFO] - [E:46| 100]: Train Loss:0.0012071, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:17:33,256 - yago11k_0.001 - [INFO] - [E:46| 200]: Train Loss:0.0012102, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:18:37,703 - yago11k_0.001 - [INFO] - [E:46| 300]: Train Loss:0.0012127, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:19:42,026 - yago11k_0.001 - [INFO] - [E:46| 400]: Train Loss:0.0012125, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:20:46,463 - yago11k_0.001 - [INFO] - [E:46| 500]: Train Loss:0.0012133, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:21:50,327 - yago11k_0.001 - [INFO] - [E:46| 600]: Train Loss:0.0012131, Val MRR:0.30865, yago11k_0.001 +2023-06-18 13:21:50,328 - yago11k_0.001 - [INFO] - [Epoch:46]: Training Loss:0.001213 + +2023-06-18 13:21:50,549 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 13:22:02,835 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 13:22:15,058 - yago11k_0.001 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.39713, Head : 0.22528, Avg : 0.31121 + +2023-06-18 13:22:16,779 - yago11k_0.001 - [INFO] - [Epoch 46]: Training Loss: 0.0012131, Valid MRR: 0.31121, + + + +2023-06-18 13:22:17,450 - yago11k_0.001 - [INFO] - [E:47| 0]: Train Loss:0.0011763, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:23:21,809 - yago11k_0.001 - [INFO] - [E:47| 100]: Train Loss:0.0012089, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:24:26,177 - yago11k_0.001 - [INFO] - [E:47| 200]: Train Loss:0.0012073, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:25:30,580 - yago11k_0.001 - [INFO] - [E:47| 300]: Train Loss:0.0012082, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:26:34,858 - yago11k_0.001 - [INFO] - [E:47| 400]: Train Loss:0.0012093, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:27:39,170 - yago11k_0.001 - [INFO] - [E:47| 500]: Train Loss:0.0012102, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:28:43,111 - yago11k_0.001 - [INFO] - [E:47| 600]: Train Loss:0.0012108, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:28:43,111 - yago11k_0.001 - [INFO] - [Epoch:47]: Training Loss:0.001211 + +2023-06-18 13:28:43,327 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 13:28:55,612 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 13:29:07,763 - yago11k_0.001 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.3919, Head : 0.2272, Avg : 0.30955 + +2023-06-18 13:29:07,763 - yago11k_0.001 - [INFO] - [Epoch 47]: Training Loss: 0.0012108, Valid MRR: 0.31121, + + + +2023-06-18 13:29:08,420 - yago11k_0.001 - [INFO] - [E:48| 0]: Train Loss:0.0012158, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:30:12,777 - yago11k_0.001 - [INFO] - [E:48| 100]: Train Loss:0.0012062, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:31:17,229 - yago11k_0.001 - [INFO] - [E:48| 200]: Train Loss:0.0012051, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:32:21,528 - yago11k_0.001 - [INFO] - [E:48| 300]: Train Loss:0.0012061, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:33:25,776 - yago11k_0.001 - [INFO] - [E:48| 400]: Train Loss:0.0012068, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:34:30,061 - yago11k_0.001 - [INFO] - [E:48| 500]: Train Loss:0.0012071, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:35:33,988 - yago11k_0.001 - [INFO] - [E:48| 600]: Train Loss:0.0012083, Val MRR:0.31121, yago11k_0.001 +2023-06-18 13:35:33,989 - yago11k_0.001 - [INFO] - [Epoch:48]: Training Loss:0.001208 + +2023-06-18 13:35:34,213 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 13:35:46,453 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 13:35:58,613 - yago11k_0.001 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.39424, Head : 0.22894, Avg : 0.31159 + +2023-06-18 13:36:00,188 - yago11k_0.001 - [INFO] - [Epoch 48]: Training Loss: 0.0012083, Valid MRR: 0.31159, + + + +2023-06-18 13:36:00,841 - yago11k_0.001 - [INFO] - [E:49| 0]: Train Loss:0.001181, Val MRR:0.31159, yago11k_0.001 +2023-06-18 13:37:05,077 - yago11k_0.001 - [INFO] - [E:49| 100]: Train Loss:0.0012059, Val MRR:0.31159, yago11k_0.001 +2023-06-18 13:38:09,310 - yago11k_0.001 - [INFO] - [E:49| 200]: Train Loss:0.0012033, Val MRR:0.31159, yago11k_0.001 +2023-06-18 13:39:13,798 - yago11k_0.001 - [INFO] - [E:49| 300]: Train Loss:0.0012058, Val MRR:0.31159, yago11k_0.001 +2023-06-18 13:40:18,000 - yago11k_0.001 - [INFO] - [E:49| 400]: Train Loss:0.0012067, Val MRR:0.31159, yago11k_0.001 +2023-06-18 13:41:22,318 - yago11k_0.001 - [INFO] - [E:49| 500]: Train Loss:0.0012064, Val MRR:0.31159, yago11k_0.001 +2023-06-18 13:42:26,122 - yago11k_0.001 - [INFO] - [E:49| 600]: Train Loss:0.0012061, Val MRR:0.31159, yago11k_0.001 +2023-06-18 13:42:26,122 - yago11k_0.001 - [INFO] - [Epoch:49]: Training Loss:0.001206 + +2023-06-18 13:42:26,343 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 13:42:38,598 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 13:42:50,758 - yago11k_0.001 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.39681, Head : 0.22797, Avg : 0.31239 + MR: Tail : 851.11, Head : 1155.5, Avg : 1003.3 + Hit-1: Tail : 0.3105, Head : 0.18825, Avg : 0.24937 + Hit-3: Tail : 0.43373, Head : 0.22673, Avg : 0.33023 + Hit-10: Tail : 0.56877, Head : 0.29703, Avg : 0.4329 +2023-06-18 13:42:52,446 - yago11k_0.001 - [INFO] - [Epoch 49]: Training Loss: 0.0012061, Valid MRR: 0.31239, + + + +2023-06-18 13:42:53,121 - yago11k_0.001 - [INFO] - [E:50| 0]: Train Loss:0.001176, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:43:57,449 - yago11k_0.001 - [INFO] - [E:50| 100]: Train Loss:0.0011977, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:45:01,784 - yago11k_0.001 - [INFO] - [E:50| 200]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:46:06,042 - yago11k_0.001 - [INFO] - [E:50| 300]: Train Loss:0.0012009, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:47:10,366 - yago11k_0.001 - [INFO] - [E:50| 400]: Train Loss:0.0012022, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:48:14,722 - yago11k_0.001 - [INFO] - [E:50| 500]: Train Loss:0.0012029, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:49:18,561 - yago11k_0.001 - [INFO] - [E:50| 600]: Train Loss:0.0012037, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:49:18,562 - yago11k_0.001 - [INFO] - [Epoch:50]: Training Loss:0.001204 + +2023-06-18 13:49:18,777 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 13:49:31,032 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 13:49:43,204 - yago11k_0.001 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.38869, Head : 0.22814, Avg : 0.30841 + +2023-06-18 13:49:43,204 - yago11k_0.001 - [INFO] - [Epoch 50]: Training Loss: 0.0012037, Valid MRR: 0.31239, + + + +2023-06-18 13:49:43,855 - yago11k_0.001 - [INFO] - [E:51| 0]: Train Loss:0.0011945, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:50:48,361 - yago11k_0.001 - [INFO] - [E:51| 100]: Train Loss:0.0011984, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:51:52,759 - yago11k_0.001 - [INFO] - [E:51| 200]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:52:57,221 - yago11k_0.001 - [INFO] - [E:51| 300]: Train Loss:0.0011996, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:54:01,700 - yago11k_0.001 - [INFO] - [E:51| 400]: Train Loss:0.0012009, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:55:06,274 - yago11k_0.001 - [INFO] - [E:51| 500]: Train Loss:0.0012011, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:56:10,619 - yago11k_0.001 - [INFO] - [E:51| 600]: Train Loss:0.0012022, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:56:10,620 - yago11k_0.001 - [INFO] - [Epoch:51]: Training Loss:0.001202 + +2023-06-18 13:56:10,843 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 13:56:23,178 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 13:56:35,392 - yago11k_0.001 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.39432, Head : 0.22563, Avg : 0.30997 + +2023-06-18 13:56:35,392 - yago11k_0.001 - [INFO] - [Epoch 51]: Training Loss: 0.0012022, Valid MRR: 0.31239, + + + +2023-06-18 13:56:36,046 - yago11k_0.001 - [INFO] - [E:52| 0]: Train Loss:0.0011948, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:57:40,510 - yago11k_0.001 - [INFO] - [E:52| 100]: Train Loss:0.001197, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:58:45,251 - yago11k_0.001 - [INFO] - [E:52| 200]: Train Loss:0.0011967, Val MRR:0.31239, yago11k_0.001 +2023-06-18 13:59:49,951 - yago11k_0.001 - [INFO] - [E:52| 300]: Train Loss:0.0011987, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:00:54,690 - yago11k_0.001 - [INFO] - [E:52| 400]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:01:59,289 - yago11k_0.001 - [INFO] - [E:52| 500]: Train Loss:0.0011997, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:03:03,579 - yago11k_0.001 - [INFO] - [E:52| 600]: Train Loss:0.0012, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:03:03,579 - yago11k_0.001 - [INFO] - [Epoch:52]: Training Loss:0.0012 + +2023-06-18 14:03:03,800 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 14:03:16,104 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 14:03:28,263 - yago11k_0.001 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.39838, Head : 0.22543, Avg : 0.3119 + +2023-06-18 14:03:28,264 - yago11k_0.001 - [INFO] - [Epoch 52]: Training Loss: 0.0012, Valid MRR: 0.31239, + + + +2023-06-18 14:03:28,923 - yago11k_0.001 - [INFO] - [E:53| 0]: Train Loss:0.00119, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:04:33,454 - yago11k_0.001 - [INFO] - [E:53| 100]: Train Loss:0.0011928, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:05:38,004 - yago11k_0.001 - [INFO] - [E:53| 200]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:06:42,713 - yago11k_0.001 - [INFO] - [E:53| 300]: Train Loss:0.0011959, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:07:47,221 - yago11k_0.001 - [INFO] - [E:53| 400]: Train Loss:0.0011965, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:08:51,777 - yago11k_0.001 - [INFO] - [E:53| 500]: Train Loss:0.0011965, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:09:56,183 - yago11k_0.001 - [INFO] - [E:53| 600]: Train Loss:0.0011981, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:09:56,183 - yago11k_0.001 - [INFO] - [Epoch:53]: Training Loss:0.001198 + +2023-06-18 14:09:56,405 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 14:10:08,670 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 14:10:20,900 - yago11k_0.001 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.39223, Head : 0.22404, Avg : 0.30813 + +2023-06-18 14:10:20,900 - yago11k_0.001 - [INFO] - [Epoch 53]: Training Loss: 0.0011981, Valid MRR: 0.31239, + + + +2023-06-18 14:10:21,548 - yago11k_0.001 - [INFO] - [E:54| 0]: Train Loss:0.001165, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:11:26,087 - yago11k_0.001 - [INFO] - [E:54| 100]: Train Loss:0.001194, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:12:30,681 - yago11k_0.001 - [INFO] - [E:54| 200]: Train Loss:0.0011934, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:13:35,278 - yago11k_0.001 - [INFO] - [E:54| 300]: Train Loss:0.0011942, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:14:39,976 - yago11k_0.001 - [INFO] - [E:54| 400]: Train Loss:0.0011952, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:15:44,597 - yago11k_0.001 - [INFO] - [E:54| 500]: Train Loss:0.0011952, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:16:49,054 - yago11k_0.001 - [INFO] - [E:54| 600]: Train Loss:0.0011968, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:16:49,055 - yago11k_0.001 - [INFO] - [Epoch:54]: Training Loss:0.001197 + +2023-06-18 14:16:49,277 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 14:17:01,612 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 14:17:13,858 - yago11k_0.001 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.38774, Head : 0.22512, Avg : 0.30643 + +2023-06-18 14:17:13,858 - yago11k_0.001 - [INFO] - [Epoch 54]: Training Loss: 0.0011968, Valid MRR: 0.31239, + + + +2023-06-18 14:17:14,516 - yago11k_0.001 - [INFO] - [E:55| 0]: Train Loss:0.0012037, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:18:19,080 - yago11k_0.001 - [INFO] - [E:55| 100]: Train Loss:0.0011961, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:19:23,671 - yago11k_0.001 - [INFO] - [E:55| 200]: Train Loss:0.0011945, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:20:28,329 - yago11k_0.001 - [INFO] - [E:55| 300]: Train Loss:0.001195, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:21:32,942 - yago11k_0.001 - [INFO] - [E:55| 400]: Train Loss:0.0011951, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:22:37,638 - yago11k_0.001 - [INFO] - [E:55| 500]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:23:41,835 - yago11k_0.001 - [INFO] - [E:55| 600]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:23:41,836 - yago11k_0.001 - [INFO] - [Epoch:55]: Training Loss:0.001195 + +2023-06-18 14:23:42,059 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 14:23:54,431 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 14:24:06,653 - yago11k_0.001 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.387, Head : 0.2254, Avg : 0.3062 + +2023-06-18 14:24:06,653 - yago11k_0.001 - [INFO] - [Epoch 55]: Training Loss: 0.0011953, Valid MRR: 0.31239, + + + +2023-06-18 14:24:07,325 - yago11k_0.001 - [INFO] - [E:56| 0]: Train Loss:0.0011555, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:25:12,019 - yago11k_0.001 - [INFO] - [E:56| 100]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:26:16,579 - yago11k_0.001 - [INFO] - [E:56| 200]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:27:21,258 - yago11k_0.001 - [INFO] - [E:56| 300]: Train Loss:0.001192, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:28:25,854 - yago11k_0.001 - [INFO] - [E:56| 400]: Train Loss:0.0011925, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:29:30,497 - yago11k_0.001 - [INFO] - [E:56| 500]: Train Loss:0.0011928, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:30:34,640 - yago11k_0.001 - [INFO] - [E:56| 600]: Train Loss:0.0011934, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:30:34,641 - yago11k_0.001 - [INFO] - [Epoch:56]: Training Loss:0.001193 + +2023-06-18 14:30:34,865 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 14:30:47,256 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 14:30:59,487 - yago11k_0.001 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.39074, Head : 0.22904, Avg : 0.30989 + +2023-06-18 14:30:59,487 - yago11k_0.001 - [INFO] - [Epoch 56]: Training Loss: 0.0011934, Valid MRR: 0.31239, + + + +2023-06-18 14:31:00,139 - yago11k_0.001 - [INFO] - [E:57| 0]: Train Loss:0.00124, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:32:04,618 - yago11k_0.001 - [INFO] - [E:57| 100]: Train Loss:0.0011874, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:33:09,263 - yago11k_0.001 - [INFO] - [E:57| 200]: Train Loss:0.00119, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:34:14,133 - yago11k_0.001 - [INFO] - [E:57| 300]: Train Loss:0.0011914, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:35:18,863 - yago11k_0.001 - [INFO] - [E:57| 400]: Train Loss:0.0011912, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:36:23,305 - yago11k_0.001 - [INFO] - [E:57| 500]: Train Loss:0.001191, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:37:27,352 - yago11k_0.001 - [INFO] - [E:57| 600]: Train Loss:0.0011917, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:37:27,353 - yago11k_0.001 - [INFO] - [Epoch:57]: Training Loss:0.001192 + +2023-06-18 14:37:27,575 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 14:37:39,920 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 14:37:52,170 - yago11k_0.001 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.3867, Head : 0.22429, Avg : 0.30549 + +2023-06-18 14:37:52,170 - yago11k_0.001 - [INFO] - [Epoch 57]: Training Loss: 0.0011917, Valid MRR: 0.31239, + + + +2023-06-18 14:37:52,833 - yago11k_0.001 - [INFO] - [E:58| 0]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:38:57,494 - yago11k_0.001 - [INFO] - [E:58| 100]: Train Loss:0.001188, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:40:02,018 - yago11k_0.001 - [INFO] - [E:58| 200]: Train Loss:0.0011897, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:41:06,701 - yago11k_0.001 - [INFO] - [E:58| 300]: Train Loss:0.00119, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:42:11,287 - yago11k_0.001 - [INFO] - [E:58| 400]: Train Loss:0.0011892, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:43:15,961 - yago11k_0.001 - [INFO] - [E:58| 500]: Train Loss:0.0011895, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:44:20,257 - yago11k_0.001 - [INFO] - [E:58| 600]: Train Loss:0.00119, Val MRR:0.31239, yago11k_0.001 +2023-06-18 14:44:20,258 - yago11k_0.001 - [INFO] - [Epoch:58]: Training Loss:0.00119 + +2023-06-18 14:44:20,479 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 14:44:32,814 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 14:44:45,027 - yago11k_0.001 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.40025, Head : 0.22559, Avg : 0.31292 + +2023-06-18 14:44:46,619 - yago11k_0.001 - [INFO] - [Epoch 58]: Training Loss: 0.00119, Valid MRR: 0.31292, + + + +2023-06-18 14:44:47,289 - yago11k_0.001 - [INFO] - [E:59| 0]: Train Loss:0.0011553, Val MRR:0.31292, yago11k_0.001 +2023-06-18 14:45:51,713 - yago11k_0.001 - [INFO] - [E:59| 100]: Train Loss:0.0011861, Val MRR:0.31292, yago11k_0.001 +2023-06-18 14:46:56,395 - yago11k_0.001 - [INFO] - [E:59| 200]: Train Loss:0.0011847, Val MRR:0.31292, yago11k_0.001 +2023-06-18 14:48:01,124 - yago11k_0.001 - [INFO] - [E:59| 300]: Train Loss:0.0011861, Val MRR:0.31292, yago11k_0.001 +2023-06-18 14:49:05,777 - yago11k_0.001 - [INFO] - [E:59| 400]: Train Loss:0.0011866, Val MRR:0.31292, yago11k_0.001 +2023-06-18 14:50:10,379 - yago11k_0.001 - [INFO] - [E:59| 500]: Train Loss:0.0011866, Val MRR:0.31292, yago11k_0.001 +2023-06-18 14:51:14,605 - yago11k_0.001 - [INFO] - [E:59| 600]: Train Loss:0.0011881, Val MRR:0.31292, yago11k_0.001 +2023-06-18 14:51:14,606 - yago11k_0.001 - [INFO] - [Epoch:59]: Training Loss:0.001188 + +2023-06-18 14:51:14,824 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 14:51:27,157 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 14:51:39,325 - yago11k_0.001 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.39519, Head : 0.23072, Avg : 0.31295 + MR: Tail : 895.86, Head : 1138.4, Avg : 1017.1 + Hit-1: Tail : 0.31078, Head : 0.19019, Avg : 0.25049 + Hit-3: Tail : 0.44026, Head : 0.22451, Avg : 0.33238 + Hit-10: Tail : 0.56057, Head : 0.31439, Avg : 0.43748 +2023-06-18 14:51:41,076 - yago11k_0.001 - [INFO] - [Epoch 59]: Training Loss: 0.0011881, Valid MRR: 0.31295, + + + +2023-06-18 14:51:41,744 - yago11k_0.001 - [INFO] - [E:60| 0]: Train Loss:0.0011529, Val MRR:0.31295, yago11k_0.001 +2023-06-18 14:52:46,484 - yago11k_0.001 - [INFO] - [E:60| 100]: Train Loss:0.0011832, Val MRR:0.31295, yago11k_0.001 +2023-06-18 14:53:51,167 - yago11k_0.001 - [INFO] - [E:60| 200]: Train Loss:0.0011856, Val MRR:0.31295, yago11k_0.001 +2023-06-18 14:54:56,099 - yago11k_0.001 - [INFO] - [E:60| 300]: Train Loss:0.001184, Val MRR:0.31295, yago11k_0.001 +2023-06-18 14:56:00,660 - yago11k_0.001 - [INFO] - [E:60| 400]: Train Loss:0.0011852, Val MRR:0.31295, yago11k_0.001 +2023-06-18 14:57:05,428 - yago11k_0.001 - [INFO] - [E:60| 500]: Train Loss:0.0011853, Val MRR:0.31295, yago11k_0.001 +2023-06-18 14:58:09,803 - yago11k_0.001 - [INFO] - [E:60| 600]: Train Loss:0.0011864, Val MRR:0.31295, yago11k_0.001 +2023-06-18 14:58:09,804 - yago11k_0.001 - [INFO] - [Epoch:60]: Training Loss:0.001186 + +2023-06-18 14:58:10,025 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 14:58:22,313 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 14:58:34,562 - yago11k_0.001 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.39767, Head : 0.2282, Avg : 0.31293 + +2023-06-18 14:58:34,562 - yago11k_0.001 - [INFO] - [Epoch 60]: Training Loss: 0.0011864, Valid MRR: 0.31295, + + + +2023-06-18 14:58:35,235 - yago11k_0.001 - [INFO] - [E:61| 0]: Train Loss:0.0011831, Val MRR:0.31295, yago11k_0.001 +2023-06-18 14:59:39,724 - yago11k_0.001 - [INFO] - [E:61| 100]: Train Loss:0.0011828, Val MRR:0.31295, yago11k_0.001 +2023-06-18 15:00:44,506 - yago11k_0.001 - [INFO] - [E:61| 200]: Train Loss:0.0011857, Val MRR:0.31295, yago11k_0.001 +2023-06-18 15:01:49,173 - yago11k_0.001 - [INFO] - [E:61| 300]: Train Loss:0.0011846, Val MRR:0.31295, yago11k_0.001 +2023-06-18 15:02:53,849 - yago11k_0.001 - [INFO] - [E:61| 400]: Train Loss:0.0011848, Val MRR:0.31295, yago11k_0.001 +2023-06-18 15:03:58,572 - yago11k_0.001 - [INFO] - [E:61| 500]: Train Loss:0.0011849, Val MRR:0.31295, yago11k_0.001 +2023-06-18 15:05:02,789 - yago11k_0.001 - [INFO] - [E:61| 600]: Train Loss:0.0011856, Val MRR:0.31295, yago11k_0.001 +2023-06-18 15:05:02,789 - yago11k_0.001 - [INFO] - [Epoch:61]: Training Loss:0.001186 + +2023-06-18 15:05:03,007 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 15:05:15,368 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 15:05:27,630 - yago11k_0.001 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.40314, Head : 0.22391, Avg : 0.31352 + +2023-06-18 15:05:29,327 - yago11k_0.001 - [INFO] - [Epoch 61]: Training Loss: 0.0011856, Valid MRR: 0.31352, + + + +2023-06-18 15:05:29,999 - yago11k_0.001 - [INFO] - [E:62| 0]: Train Loss:0.0011518, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:06:34,577 - yago11k_0.001 - [INFO] - [E:62| 100]: Train Loss:0.0011794, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:07:39,129 - yago11k_0.001 - [INFO] - [E:62| 200]: Train Loss:0.0011817, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:08:43,674 - yago11k_0.001 - [INFO] - [E:62| 300]: Train Loss:0.0011818, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:09:48,286 - yago11k_0.001 - [INFO] - [E:62| 400]: Train Loss:0.0011832, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:10:52,827 - yago11k_0.001 - [INFO] - [E:62| 500]: Train Loss:0.0011843, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:11:57,112 - yago11k_0.001 - [INFO] - [E:62| 600]: Train Loss:0.0011842, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:11:57,112 - yago11k_0.001 - [INFO] - [Epoch:62]: Training Loss:0.001184 + +2023-06-18 15:11:57,334 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 15:12:09,632 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 15:12:21,823 - yago11k_0.001 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.39641, Head : 0.22621, Avg : 0.31131 + +2023-06-18 15:12:21,824 - yago11k_0.001 - [INFO] - [Epoch 62]: Training Loss: 0.0011842, Valid MRR: 0.31352, + + + +2023-06-18 15:12:22,476 - yago11k_0.001 - [INFO] - [E:63| 0]: Train Loss:0.001173, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:13:27,072 - yago11k_0.001 - [INFO] - [E:63| 100]: Train Loss:0.0011824, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:14:31,484 - yago11k_0.001 - [INFO] - [E:63| 200]: Train Loss:0.0011831, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:15:35,880 - yago11k_0.001 - [INFO] - [E:63| 300]: Train Loss:0.0011821, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:16:40,571 - yago11k_0.001 - [INFO] - [E:63| 400]: Train Loss:0.0011833, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:17:45,221 - yago11k_0.001 - [INFO] - [E:63| 500]: Train Loss:0.0011832, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:18:49,552 - yago11k_0.001 - [INFO] - [E:63| 600]: Train Loss:0.0011833, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:18:49,552 - yago11k_0.001 - [INFO] - [Epoch:63]: Training Loss:0.001183 + +2023-06-18 15:18:49,770 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 15:19:02,066 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 15:19:14,243 - yago11k_0.001 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.3936, Head : 0.22675, Avg : 0.31017 + +2023-06-18 15:19:14,243 - yago11k_0.001 - [INFO] - [Epoch 63]: Training Loss: 0.0011833, Valid MRR: 0.31352, + + + +2023-06-18 15:19:14,896 - yago11k_0.001 - [INFO] - [E:64| 0]: Train Loss:0.0011619, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:20:19,441 - yago11k_0.001 - [INFO] - [E:64| 100]: Train Loss:0.0011769, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:21:24,069 - yago11k_0.001 - [INFO] - [E:64| 200]: Train Loss:0.0011769, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:22:28,686 - yago11k_0.001 - [INFO] - [E:64| 300]: Train Loss:0.0011788, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:23:33,493 - yago11k_0.001 - [INFO] - [E:64| 400]: Train Loss:0.0011803, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:24:38,074 - yago11k_0.001 - [INFO] - [E:64| 500]: Train Loss:0.0011806, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:25:42,268 - yago11k_0.001 - [INFO] - [E:64| 600]: Train Loss:0.0011817, Val MRR:0.31352, yago11k_0.001 +2023-06-18 15:25:42,268 - yago11k_0.001 - [INFO] - [Epoch:64]: Training Loss:0.001182 + +2023-06-18 15:25:42,491 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 15:25:54,879 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 15:26:07,073 - yago11k_0.001 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.40692, Head : 0.22628, Avg : 0.3166 + +2023-06-18 15:26:08,794 - yago11k_0.001 - [INFO] - [Epoch 64]: Training Loss: 0.0011817, Valid MRR: 0.3166, + + + +2023-06-18 15:26:09,473 - yago11k_0.001 - [INFO] - [E:65| 0]: Train Loss:0.0011863, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:27:13,934 - yago11k_0.001 - [INFO] - [E:65| 100]: Train Loss:0.0011802, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:28:18,588 - yago11k_0.001 - [INFO] - [E:65| 200]: Train Loss:0.0011791, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:29:23,455 - yago11k_0.001 - [INFO] - [E:65| 300]: Train Loss:0.001179, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:30:28,275 - yago11k_0.001 - [INFO] - [E:65| 400]: Train Loss:0.0011795, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:31:33,000 - yago11k_0.001 - [INFO] - [E:65| 500]: Train Loss:0.0011799, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:32:37,479 - yago11k_0.001 - [INFO] - [E:65| 600]: Train Loss:0.0011809, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:32:37,479 - yago11k_0.001 - [INFO] - [Epoch:65]: Training Loss:0.001181 + +2023-06-18 15:32:37,702 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 15:32:50,030 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 15:33:02,127 - yago11k_0.001 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.40419, Head : 0.2269, Avg : 0.31554 + +2023-06-18 15:33:02,127 - yago11k_0.001 - [INFO] - [Epoch 65]: Training Loss: 0.0011809, Valid MRR: 0.3166, + + + +2023-06-18 15:33:02,787 - yago11k_0.001 - [INFO] - [E:66| 0]: Train Loss:0.0011926, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:34:07,411 - yago11k_0.001 - [INFO] - [E:66| 100]: Train Loss:0.001178, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:35:12,075 - yago11k_0.001 - [INFO] - [E:66| 200]: Train Loss:0.0011762, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:36:16,739 - yago11k_0.001 - [INFO] - [E:66| 300]: Train Loss:0.0011779, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:37:21,371 - yago11k_0.001 - [INFO] - [E:66| 400]: Train Loss:0.0011786, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:38:26,060 - yago11k_0.001 - [INFO] - [E:66| 500]: Train Loss:0.0011783, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:39:30,333 - yago11k_0.001 - [INFO] - [E:66| 600]: Train Loss:0.0011791, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:39:30,334 - yago11k_0.001 - [INFO] - [Epoch:66]: Training Loss:0.001179 + +2023-06-18 15:39:30,551 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 15:39:42,852 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 15:39:55,091 - yago11k_0.001 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.39889, Head : 0.22924, Avg : 0.31406 + +2023-06-18 15:39:55,092 - yago11k_0.001 - [INFO] - [Epoch 66]: Training Loss: 0.0011791, Valid MRR: 0.3166, + + + +2023-06-18 15:39:55,765 - yago11k_0.001 - [INFO] - [E:67| 0]: Train Loss:0.0011683, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:41:00,552 - yago11k_0.001 - [INFO] - [E:67| 100]: Train Loss:0.0011778, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:42:05,242 - yago11k_0.001 - [INFO] - [E:67| 200]: Train Loss:0.0011763, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:43:09,894 - yago11k_0.001 - [INFO] - [E:67| 300]: Train Loss:0.0011767, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:44:14,556 - yago11k_0.001 - [INFO] - [E:67| 400]: Train Loss:0.0011775, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:45:19,387 - yago11k_0.001 - [INFO] - [E:67| 500]: Train Loss:0.0011779, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:46:23,675 - yago11k_0.001 - [INFO] - [E:67| 600]: Train Loss:0.0011782, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:46:23,676 - yago11k_0.001 - [INFO] - [Epoch:67]: Training Loss:0.001178 + +2023-06-18 15:46:23,897 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 15:46:36,251 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 15:46:48,486 - yago11k_0.001 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.39919, Head : 0.22763, Avg : 0.31341 + +2023-06-18 15:46:48,486 - yago11k_0.001 - [INFO] - [Epoch 67]: Training Loss: 0.0011782, Valid MRR: 0.3166, + + + +2023-06-18 15:46:49,151 - yago11k_0.001 - [INFO] - [E:68| 0]: Train Loss:0.0011881, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:47:53,739 - yago11k_0.001 - [INFO] - [E:68| 100]: Train Loss:0.001179, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:48:58,376 - yago11k_0.001 - [INFO] - [E:68| 200]: Train Loss:0.0011775, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:50:03,158 - yago11k_0.001 - [INFO] - [E:68| 300]: Train Loss:0.0011763, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:51:07,790 - yago11k_0.001 - [INFO] - [E:68| 400]: Train Loss:0.0011765, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:52:12,422 - yago11k_0.001 - [INFO] - [E:68| 500]: Train Loss:0.0011766, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:53:16,526 - yago11k_0.001 - [INFO] - [E:68| 600]: Train Loss:0.0011772, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:53:16,527 - yago11k_0.001 - [INFO] - [Epoch:68]: Training Loss:0.001177 + +2023-06-18 15:53:16,749 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 15:53:29,099 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 15:53:41,336 - yago11k_0.001 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.40027, Head : 0.22758, Avg : 0.31392 + +2023-06-18 15:53:41,337 - yago11k_0.001 - [INFO] - [Epoch 68]: Training Loss: 0.0011772, Valid MRR: 0.3166, + + + +2023-06-18 15:53:41,996 - yago11k_0.001 - [INFO] - [E:69| 0]: Train Loss:0.0011718, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:54:46,728 - yago11k_0.001 - [INFO] - [E:69| 100]: Train Loss:0.0011767, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:55:51,313 - yago11k_0.001 - [INFO] - [E:69| 200]: Train Loss:0.0011752, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:56:56,029 - yago11k_0.001 - [INFO] - [E:69| 300]: Train Loss:0.0011751, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:58:00,586 - yago11k_0.001 - [INFO] - [E:69| 400]: Train Loss:0.0011757, Val MRR:0.3166, yago11k_0.001 +2023-06-18 15:59:05,353 - yago11k_0.001 - [INFO] - [E:69| 500]: Train Loss:0.0011758, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:00:09,592 - yago11k_0.001 - [INFO] - [E:69| 600]: Train Loss:0.0011759, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:00:09,593 - yago11k_0.001 - [INFO] - [Epoch:69]: Training Loss:0.001176 + +2023-06-18 16:00:09,809 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 16:00:22,085 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 16:00:34,300 - yago11k_0.001 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.40263, Head : 0.22814, Avg : 0.31538 + MR: Tail : 897.58, Head : 1180.9, Avg : 1039.2 + Hit-1: Tail : 0.3155, Head : 0.19241, Avg : 0.25396 + Hit-3: Tail : 0.44915, Head : 0.22076, Avg : 0.33495 + Hit-10: Tail : 0.5721, Head : 0.30828, Avg : 0.44019 +2023-06-18 16:00:34,300 - yago11k_0.001 - [INFO] - [Epoch 69]: Training Loss: 0.0011759, Valid MRR: 0.3166, + + + +2023-06-18 16:00:34,971 - yago11k_0.001 - [INFO] - [E:70| 0]: Train Loss:0.0011708, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:01:39,766 - yago11k_0.001 - [INFO] - [E:70| 100]: Train Loss:0.0011729, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:02:44,210 - yago11k_0.001 - [INFO] - [E:70| 200]: Train Loss:0.0011737, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:03:48,576 - yago11k_0.001 - [INFO] - [E:70| 300]: Train Loss:0.0011736, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:04:53,293 - yago11k_0.001 - [INFO] - [E:70| 400]: Train Loss:0.0011742, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:05:57,762 - yago11k_0.001 - [INFO] - [E:70| 500]: Train Loss:0.0011746, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:07:02,044 - yago11k_0.001 - [INFO] - [E:70| 600]: Train Loss:0.001175, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:07:02,045 - yago11k_0.001 - [INFO] - [Epoch:70]: Training Loss:0.001175 + +2023-06-18 16:07:02,267 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 16:07:14,637 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 16:07:26,844 - yago11k_0.001 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.40025, Head : 0.22535, Avg : 0.3128 + +2023-06-18 16:07:26,844 - yago11k_0.001 - [INFO] - [Epoch 70]: Training Loss: 0.001175, Valid MRR: 0.3166, + + + +2023-06-18 16:07:27,504 - yago11k_0.001 - [INFO] - [E:71| 0]: Train Loss:0.0012126, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:08:32,273 - yago11k_0.001 - [INFO] - [E:71| 100]: Train Loss:0.0011749, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:09:36,971 - yago11k_0.001 - [INFO] - [E:71| 200]: Train Loss:0.0011725, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:10:41,701 - yago11k_0.001 - [INFO] - [E:71| 300]: Train Loss:0.0011728, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:11:46,387 - yago11k_0.001 - [INFO] - [E:71| 400]: Train Loss:0.0011747, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:12:50,951 - yago11k_0.001 - [INFO] - [E:71| 500]: Train Loss:0.0011751, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:13:55,188 - yago11k_0.001 - [INFO] - [E:71| 600]: Train Loss:0.0011743, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:13:55,188 - yago11k_0.001 - [INFO] - [Epoch:71]: Training Loss:0.001174 + +2023-06-18 16:13:55,410 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 16:14:07,736 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 16:14:19,970 - yago11k_0.001 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.40061, Head : 0.22727, Avg : 0.31394 + +2023-06-18 16:14:19,970 - yago11k_0.001 - [INFO] - [Epoch 71]: Training Loss: 0.0011743, Valid MRR: 0.3166, + + + +2023-06-18 16:14:20,638 - yago11k_0.001 - [INFO] - [E:72| 0]: Train Loss:0.0011973, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:15:25,234 - yago11k_0.001 - [INFO] - [E:72| 100]: Train Loss:0.0011715, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:16:29,996 - yago11k_0.001 - [INFO] - [E:72| 200]: Train Loss:0.0011698, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:17:34,730 - yago11k_0.001 - [INFO] - [E:72| 300]: Train Loss:0.0011715, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:18:39,345 - yago11k_0.001 - [INFO] - [E:72| 400]: Train Loss:0.0011719, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:19:44,029 - yago11k_0.001 - [INFO] - [E:72| 500]: Train Loss:0.0011728, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:20:48,195 - yago11k_0.001 - [INFO] - [E:72| 600]: Train Loss:0.0011733, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:20:48,195 - yago11k_0.001 - [INFO] - [Epoch:72]: Training Loss:0.001173 + +2023-06-18 16:20:48,413 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 16:21:00,757 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 16:21:13,008 - yago11k_0.001 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.39877, Head : 0.22822, Avg : 0.3135 + +2023-06-18 16:21:13,009 - yago11k_0.001 - [INFO] - [Epoch 72]: Training Loss: 0.0011733, Valid MRR: 0.3166, + + + +2023-06-18 16:21:13,677 - yago11k_0.001 - [INFO] - [E:73| 0]: Train Loss:0.0011537, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:22:18,294 - yago11k_0.001 - [INFO] - [E:73| 100]: Train Loss:0.00117, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:23:22,872 - yago11k_0.001 - [INFO] - [E:73| 200]: Train Loss:0.0011721, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:24:27,329 - yago11k_0.001 - [INFO] - [E:73| 300]: Train Loss:0.0011722, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:25:32,028 - yago11k_0.001 - [INFO] - [E:73| 400]: Train Loss:0.0011725, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:26:36,664 - yago11k_0.001 - [INFO] - [E:73| 500]: Train Loss:0.0011726, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:27:40,788 - yago11k_0.001 - [INFO] - [E:73| 600]: Train Loss:0.0011732, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:27:40,789 - yago11k_0.001 - [INFO] - [Epoch:73]: Training Loss:0.001173 + +2023-06-18 16:27:41,011 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 16:27:53,422 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 16:28:05,598 - yago11k_0.001 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.39692, Head : 0.23193, Avg : 0.31442 + +2023-06-18 16:28:05,598 - yago11k_0.001 - [INFO] - [Epoch 73]: Training Loss: 0.0011732, Valid MRR: 0.3166, + + + +2023-06-18 16:28:06,246 - yago11k_0.001 - [INFO] - [E:74| 0]: Train Loss:0.0011532, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:29:10,854 - yago11k_0.001 - [INFO] - [E:74| 100]: Train Loss:0.0011729, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:30:15,407 - yago11k_0.001 - [INFO] - [E:74| 200]: Train Loss:0.0011726, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:31:20,030 - yago11k_0.001 - [INFO] - [E:74| 300]: Train Loss:0.0011719, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:32:24,562 - yago11k_0.001 - [INFO] - [E:74| 400]: Train Loss:0.0011718, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:33:29,211 - yago11k_0.001 - [INFO] - [E:74| 500]: Train Loss:0.001172, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:34:33,317 - yago11k_0.001 - [INFO] - [E:74| 600]: Train Loss:0.0011724, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:34:33,317 - yago11k_0.001 - [INFO] - [Epoch:74]: Training Loss:0.001172 + +2023-06-18 16:34:33,540 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 16:34:45,891 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 16:34:58,130 - yago11k_0.001 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.39944, Head : 0.22712, Avg : 0.31328 + +2023-06-18 16:34:58,131 - yago11k_0.001 - [INFO] - [Epoch 74]: Training Loss: 0.0011724, Valid MRR: 0.3166, + + + +2023-06-18 16:34:58,784 - yago11k_0.001 - [INFO] - [E:75| 0]: Train Loss:0.0011836, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:36:03,252 - yago11k_0.001 - [INFO] - [E:75| 100]: Train Loss:0.0011665, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:37:07,877 - yago11k_0.001 - [INFO] - [E:75| 200]: Train Loss:0.0011682, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:38:12,503 - yago11k_0.001 - [INFO] - [E:75| 300]: Train Loss:0.0011688, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:39:17,043 - yago11k_0.001 - [INFO] - [E:75| 400]: Train Loss:0.0011701, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:40:21,883 - yago11k_0.001 - [INFO] - [E:75| 500]: Train Loss:0.0011701, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:41:26,193 - yago11k_0.001 - [INFO] - [E:75| 600]: Train Loss:0.0011706, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:41:26,193 - yago11k_0.001 - [INFO] - [Epoch:75]: Training Loss:0.001171 + +2023-06-18 16:41:26,416 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 16:41:38,775 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 16:41:51,024 - yago11k_0.001 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.40369, Head : 0.22714, Avg : 0.31541 + +2023-06-18 16:41:51,024 - yago11k_0.001 - [INFO] - [Epoch 75]: Training Loss: 0.0011706, Valid MRR: 0.3166, + + + +2023-06-18 16:41:51,683 - yago11k_0.001 - [INFO] - [E:76| 0]: Train Loss:0.0011529, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:42:56,374 - yago11k_0.001 - [INFO] - [E:76| 100]: Train Loss:0.0011693, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:44:01,078 - yago11k_0.001 - [INFO] - [E:76| 200]: Train Loss:0.0011685, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:45:05,760 - yago11k_0.001 - [INFO] - [E:76| 300]: Train Loss:0.0011694, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:46:10,318 - yago11k_0.001 - [INFO] - [E:76| 400]: Train Loss:0.0011686, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:47:15,085 - yago11k_0.001 - [INFO] - [E:76| 500]: Train Loss:0.0011696, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:48:19,338 - yago11k_0.001 - [INFO] - [E:76| 600]: Train Loss:0.0011699, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:48:19,338 - yago11k_0.001 - [INFO] - [Epoch:76]: Training Loss:0.00117 + +2023-06-18 16:48:19,560 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 16:48:31,791 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 16:48:43,945 - yago11k_0.001 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.40295, Head : 0.22864, Avg : 0.31579 + +2023-06-18 16:48:43,945 - yago11k_0.001 - [INFO] - [Epoch 76]: Training Loss: 0.0011699, Valid MRR: 0.3166, + + + +2023-06-18 16:48:44,616 - yago11k_0.001 - [INFO] - [E:77| 0]: Train Loss:0.0011653, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:49:49,350 - yago11k_0.001 - [INFO] - [E:77| 100]: Train Loss:0.0011684, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:50:54,122 - yago11k_0.001 - [INFO] - [E:77| 200]: Train Loss:0.0011696, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:51:58,671 - yago11k_0.001 - [INFO] - [E:77| 300]: Train Loss:0.0011689, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:53:03,379 - yago11k_0.001 - [INFO] - [E:77| 400]: Train Loss:0.0011687, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:54:08,048 - yago11k_0.001 - [INFO] - [E:77| 500]: Train Loss:0.0011682, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:55:12,477 - yago11k_0.001 - [INFO] - [E:77| 600]: Train Loss:0.0011685, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:55:12,478 - yago11k_0.001 - [INFO] - [Epoch:77]: Training Loss:0.001169 + +2023-06-18 16:55:12,693 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 16:55:24,953 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 16:55:37,133 - yago11k_0.001 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.39606, Head : 0.23004, Avg : 0.31305 + +2023-06-18 16:55:37,133 - yago11k_0.001 - [INFO] - [Epoch 77]: Training Loss: 0.0011685, Valid MRR: 0.3166, + + + +2023-06-18 16:55:37,795 - yago11k_0.001 - [INFO] - [E:78| 0]: Train Loss:0.0011538, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:56:42,480 - yago11k_0.001 - [INFO] - [E:78| 100]: Train Loss:0.0011655, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:57:47,223 - yago11k_0.001 - [INFO] - [E:78| 200]: Train Loss:0.0011668, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:58:52,085 - yago11k_0.001 - [INFO] - [E:78| 300]: Train Loss:0.0011672, Val MRR:0.3166, yago11k_0.001 +2023-06-18 16:59:56,640 - yago11k_0.001 - [INFO] - [E:78| 400]: Train Loss:0.0011671, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:01:01,527 - yago11k_0.001 - [INFO] - [E:78| 500]: Train Loss:0.0011673, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:02:05,931 - yago11k_0.001 - [INFO] - [E:78| 600]: Train Loss:0.0011678, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:02:05,931 - yago11k_0.001 - [INFO] - [Epoch:78]: Training Loss:0.001168 + +2023-06-18 17:02:06,153 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 17:02:18,505 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 17:02:30,726 - yago11k_0.001 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.40282, Head : 0.22943, Avg : 0.31613 + +2023-06-18 17:02:30,727 - yago11k_0.001 - [INFO] - [Epoch 78]: Training Loss: 0.0011678, Valid MRR: 0.3166, + + + +2023-06-18 17:02:31,397 - yago11k_0.001 - [INFO] - [E:79| 0]: Train Loss:0.0011378, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:03:35,769 - yago11k_0.001 - [INFO] - [E:79| 100]: Train Loss:0.0011652, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:04:40,399 - yago11k_0.001 - [INFO] - [E:79| 200]: Train Loss:0.0011651, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:05:45,218 - yago11k_0.001 - [INFO] - [E:79| 300]: Train Loss:0.0011651, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:06:49,912 - yago11k_0.001 - [INFO] - [E:79| 400]: Train Loss:0.0011655, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:07:54,413 - yago11k_0.001 - [INFO] - [E:79| 500]: Train Loss:0.001166, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:08:58,505 - yago11k_0.001 - [INFO] - [E:79| 600]: Train Loss:0.001167, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:08:58,506 - yago11k_0.001 - [INFO] - [Epoch:79]: Training Loss:0.001167 + +2023-06-18 17:08:58,729 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 17:09:11,047 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 17:09:23,283 - yago11k_0.001 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.40102, Head : 0.22911, Avg : 0.31506 + MR: Tail : 946.29, Head : 1234.3, Avg : 1090.3 + Hit-1: Tail : 0.31161, Head : 0.1913, Avg : 0.25146 + Hit-3: Tail : 0.44485, Head : 0.22478, Avg : 0.33482 + Hit-10: Tail : 0.57224, Head : 0.30453, Avg : 0.43839 +2023-06-18 17:09:23,283 - yago11k_0.001 - [INFO] - [Epoch 79]: Training Loss: 0.001167, Valid MRR: 0.3166, + + + +2023-06-18 17:09:23,939 - yago11k_0.001 - [INFO] - [E:80| 0]: Train Loss:0.0011598, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:10:28,420 - yago11k_0.001 - [INFO] - [E:80| 100]: Train Loss:0.0011638, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:11:33,063 - yago11k_0.001 - [INFO] - [E:80| 200]: Train Loss:0.0011632, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:12:37,693 - yago11k_0.001 - [INFO] - [E:80| 300]: Train Loss:0.0011647, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:13:42,584 - yago11k_0.001 - [INFO] - [E:80| 400]: Train Loss:0.0011654, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:14:47,268 - yago11k_0.001 - [INFO] - [E:80| 500]: Train Loss:0.0011656, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:15:51,750 - yago11k_0.001 - [INFO] - [E:80| 600]: Train Loss:0.0011662, Val MRR:0.3166, yago11k_0.001 +2023-06-18 17:15:51,751 - yago11k_0.001 - [INFO] - [Epoch:80]: Training Loss:0.001166 + +2023-06-18 17:15:51,973 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 17:16:04,309 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 17:16:16,576 - yago11k_0.001 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.40457, Head : 0.22969, Avg : 0.31713 + +2023-06-18 17:16:18,425 - yago11k_0.001 - [INFO] - [Epoch 80]: Training Loss: 0.0011662, Valid MRR: 0.31713, + + + +2023-06-18 17:16:19,085 - yago11k_0.001 - [INFO] - [E:81| 0]: Train Loss:0.0011702, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:17:23,862 - yago11k_0.001 - [INFO] - [E:81| 100]: Train Loss:0.0011648, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:18:28,436 - yago11k_0.001 - [INFO] - [E:81| 200]: Train Loss:0.0011641, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:19:33,219 - yago11k_0.001 - [INFO] - [E:81| 300]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:20:37,762 - yago11k_0.001 - [INFO] - [E:81| 400]: Train Loss:0.0011647, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:21:42,607 - yago11k_0.001 - [INFO] - [E:81| 500]: Train Loss:0.0011653, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:22:46,757 - yago11k_0.001 - [INFO] - [E:81| 600]: Train Loss:0.0011659, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:22:46,758 - yago11k_0.001 - [INFO] - [Epoch:81]: Training Loss:0.001166 + +2023-06-18 17:22:46,978 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 17:22:59,330 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 17:23:11,558 - yago11k_0.001 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.40074, Head : 0.229, Avg : 0.31487 + +2023-06-18 17:23:11,558 - yago11k_0.001 - [INFO] - [Epoch 81]: Training Loss: 0.0011659, Valid MRR: 0.31713, + + + +2023-06-18 17:23:12,213 - yago11k_0.001 - [INFO] - [E:82| 0]: Train Loss:0.0011681, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:24:16,958 - yago11k_0.001 - [INFO] - [E:82| 100]: Train Loss:0.0011631, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:25:21,727 - yago11k_0.001 - [INFO] - [E:82| 200]: Train Loss:0.0011634, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:26:26,326 - yago11k_0.001 - [INFO] - [E:82| 300]: Train Loss:0.001164, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:27:30,889 - yago11k_0.001 - [INFO] - [E:82| 400]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:28:35,647 - yago11k_0.001 - [INFO] - [E:82| 500]: Train Loss:0.001165, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:29:39,868 - yago11k_0.001 - [INFO] - [E:82| 600]: Train Loss:0.0011648, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:29:39,868 - yago11k_0.001 - [INFO] - [Epoch:82]: Training Loss:0.001165 + +2023-06-18 17:29:40,091 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 17:29:52,454 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 17:30:04,703 - yago11k_0.001 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.40233, Head : 0.22775, Avg : 0.31504 + +2023-06-18 17:30:04,703 - yago11k_0.001 - [INFO] - [Epoch 82]: Training Loss: 0.0011648, Valid MRR: 0.31713, + + + +2023-06-18 17:30:05,374 - yago11k_0.001 - [INFO] - [E:83| 0]: Train Loss:0.0011972, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:31:10,126 - yago11k_0.001 - [INFO] - [E:83| 100]: Train Loss:0.0011644, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:32:14,633 - yago11k_0.001 - [INFO] - [E:83| 200]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:33:19,495 - yago11k_0.001 - [INFO] - [E:83| 300]: Train Loss:0.0011622, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:34:23,932 - yago11k_0.001 - [INFO] - [E:83| 400]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:35:28,680 - yago11k_0.001 - [INFO] - [E:83| 500]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:36:32,948 - yago11k_0.001 - [INFO] - [E:83| 600]: Train Loss:0.0011644, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:36:32,949 - yago11k_0.001 - [INFO] - [Epoch:83]: Training Loss:0.001164 + +2023-06-18 17:36:33,165 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 17:36:45,385 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 17:36:57,597 - yago11k_0.001 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.39909, Head : 0.2218, Avg : 0.31045 + +2023-06-18 17:36:57,597 - yago11k_0.001 - [INFO] - [Epoch 83]: Training Loss: 0.0011644, Valid MRR: 0.31713, + + + +2023-06-18 17:36:58,256 - yago11k_0.001 - [INFO] - [E:84| 0]: Train Loss:0.0011434, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:38:02,984 - yago11k_0.001 - [INFO] - [E:84| 100]: Train Loss:0.0011604, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:39:07,720 - yago11k_0.001 - [INFO] - [E:84| 200]: Train Loss:0.0011607, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:40:12,414 - yago11k_0.001 - [INFO] - [E:84| 300]: Train Loss:0.0011616, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:41:17,006 - yago11k_0.001 - [INFO] - [E:84| 400]: Train Loss:0.001163, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:42:21,486 - yago11k_0.001 - [INFO] - [E:84| 500]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:43:25,680 - yago11k_0.001 - [INFO] - [E:84| 600]: Train Loss:0.0011639, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:43:25,680 - yago11k_0.001 - [INFO] - [Epoch:84]: Training Loss:0.001164 + +2023-06-18 17:43:25,902 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 17:43:38,217 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 17:43:50,466 - yago11k_0.001 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.40225, Head : 0.22924, Avg : 0.31575 + +2023-06-18 17:43:50,467 - yago11k_0.001 - [INFO] - [Epoch 84]: Training Loss: 0.0011639, Valid MRR: 0.31713, + + + +2023-06-18 17:43:51,118 - yago11k_0.001 - [INFO] - [E:85| 0]: Train Loss:0.00117, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:44:55,803 - yago11k_0.001 - [INFO] - [E:85| 100]: Train Loss:0.0011594, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:46:00,502 - yago11k_0.001 - [INFO] - [E:85| 200]: Train Loss:0.00116, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:47:05,328 - yago11k_0.001 - [INFO] - [E:85| 300]: Train Loss:0.0011605, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:48:09,754 - yago11k_0.001 - [INFO] - [E:85| 400]: Train Loss:0.0011619, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:49:14,489 - yago11k_0.001 - [INFO] - [E:85| 500]: Train Loss:0.0011625, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:50:18,982 - yago11k_0.001 - [INFO] - [E:85| 600]: Train Loss:0.0011627, Val MRR:0.31713, yago11k_0.001 +2023-06-18 17:50:18,983 - yago11k_0.001 - [INFO] - [Epoch:85]: Training Loss:0.001163 + +2023-06-18 17:50:19,200 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 17:50:31,484 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 17:50:43,637 - yago11k_0.001 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.40694, Head : 0.22796, Avg : 0.31745 + +2023-06-18 17:50:45,338 - yago11k_0.001 - [INFO] - [Epoch 85]: Training Loss: 0.0011627, Valid MRR: 0.31745, + + + +2023-06-18 17:50:45,998 - yago11k_0.001 - [INFO] - [E:86| 0]: Train Loss:0.0011828, Val MRR:0.31745, yago11k_0.001 +2023-06-18 17:51:50,593 - yago11k_0.001 - [INFO] - [E:86| 100]: Train Loss:0.0011598, Val MRR:0.31745, yago11k_0.001 +2023-06-18 17:52:55,031 - yago11k_0.001 - [INFO] - [E:86| 200]: Train Loss:0.0011609, Val MRR:0.31745, yago11k_0.001 +2023-06-18 17:53:59,768 - yago11k_0.001 - [INFO] - [E:86| 300]: Train Loss:0.0011614, Val MRR:0.31745, yago11k_0.001 +2023-06-18 17:55:04,517 - yago11k_0.001 - [INFO] - [E:86| 400]: Train Loss:0.0011623, Val MRR:0.31745, yago11k_0.001 +2023-06-18 17:56:09,116 - yago11k_0.001 - [INFO] - [E:86| 500]: Train Loss:0.0011623, Val MRR:0.31745, yago11k_0.001 +2023-06-18 17:57:13,295 - yago11k_0.001 - [INFO] - [E:86| 600]: Train Loss:0.0011625, Val MRR:0.31745, yago11k_0.001 +2023-06-18 17:57:13,296 - yago11k_0.001 - [INFO] - [Epoch:86]: Training Loss:0.001162 + +2023-06-18 17:57:13,516 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 17:57:25,892 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 17:57:38,126 - yago11k_0.001 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.40138, Head : 0.22857, Avg : 0.31497 + +2023-06-18 17:57:38,127 - yago11k_0.001 - [INFO] - [Epoch 86]: Training Loss: 0.0011625, Valid MRR: 0.31745, + + + +2023-06-18 17:57:38,789 - yago11k_0.001 - [INFO] - [E:87| 0]: Train Loss:0.0011521, Val MRR:0.31745, yago11k_0.001 +2023-06-18 17:58:43,556 - yago11k_0.001 - [INFO] - [E:87| 100]: Train Loss:0.0011621, Val MRR:0.31745, yago11k_0.001 +2023-06-18 17:59:48,178 - yago11k_0.001 - [INFO] - [E:87| 200]: Train Loss:0.0011606, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:00:52,812 - yago11k_0.001 - [INFO] - [E:87| 300]: Train Loss:0.0011607, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:01:57,382 - yago11k_0.001 - [INFO] - [E:87| 400]: Train Loss:0.0011614, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:03:02,119 - yago11k_0.001 - [INFO] - [E:87| 500]: Train Loss:0.0011618, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:04:06,371 - yago11k_0.001 - [INFO] - [E:87| 600]: Train Loss:0.0011622, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:04:06,371 - yago11k_0.001 - [INFO] - [Epoch:87]: Training Loss:0.001162 + +2023-06-18 18:04:06,593 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 18:04:18,917 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 18:04:31,191 - yago11k_0.001 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.40519, Head : 0.225, Avg : 0.31509 + +2023-06-18 18:04:31,191 - yago11k_0.001 - [INFO] - [Epoch 87]: Training Loss: 0.0011622, Valid MRR: 0.31745, + + + +2023-06-18 18:04:31,864 - yago11k_0.001 - [INFO] - [E:88| 0]: Train Loss:0.0011568, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:05:36,632 - yago11k_0.001 - [INFO] - [E:88| 100]: Train Loss:0.0011588, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:06:41,355 - yago11k_0.001 - [INFO] - [E:88| 200]: Train Loss:0.0011577, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:07:46,058 - yago11k_0.001 - [INFO] - [E:88| 300]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:08:50,708 - yago11k_0.001 - [INFO] - [E:88| 400]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:09:55,322 - yago11k_0.001 - [INFO] - [E:88| 500]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:10:59,826 - yago11k_0.001 - [INFO] - [E:88| 600]: Train Loss:0.0011604, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:10:59,826 - yago11k_0.001 - [INFO] - [Epoch:88]: Training Loss:0.00116 + +2023-06-18 18:11:00,048 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 18:11:12,390 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 18:11:24,517 - yago11k_0.001 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.40151, Head : 0.22684, Avg : 0.31418 + +2023-06-18 18:11:24,517 - yago11k_0.001 - [INFO] - [Epoch 88]: Training Loss: 0.0011604, Valid MRR: 0.31745, + + + +2023-06-18 18:11:25,169 - yago11k_0.001 - [INFO] - [E:89| 0]: Train Loss:0.0011545, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:12:29,866 - yago11k_0.001 - [INFO] - [E:89| 100]: Train Loss:0.0011572, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:13:34,535 - yago11k_0.001 - [INFO] - [E:89| 200]: Train Loss:0.0011572, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:14:38,929 - yago11k_0.001 - [INFO] - [E:89| 300]: Train Loss:0.001159, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:15:43,524 - yago11k_0.001 - [INFO] - [E:89| 400]: Train Loss:0.0011599, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:16:48,190 - yago11k_0.001 - [INFO] - [E:89| 500]: Train Loss:0.0011604, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:17:52,320 - yago11k_0.001 - [INFO] - [E:89| 600]: Train Loss:0.0011609, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:17:52,321 - yago11k_0.001 - [INFO] - [Epoch:89]: Training Loss:0.001161 + +2023-06-18 18:17:52,544 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 18:18:04,896 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 18:18:17,001 - yago11k_0.001 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.39587, Head : 0.23155, Avg : 0.31371 + MR: Tail : 994.07, Head : 1208.8, Avg : 1101.4 + Hit-1: Tail : 0.30745, Head : 0.19283, Avg : 0.25014 + Hit-3: Tail : 0.44109, Head : 0.22742, Avg : 0.33426 + Hit-10: Tail : 0.56669, Head : 0.30953, Avg : 0.43811 +2023-06-18 18:18:17,001 - yago11k_0.001 - [INFO] - [Epoch 89]: Training Loss: 0.0011609, Valid MRR: 0.31745, + + + +2023-06-18 18:18:17,659 - yago11k_0.001 - [INFO] - [E:90| 0]: Train Loss:0.0011352, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:19:22,207 - yago11k_0.001 - [INFO] - [E:90| 100]: Train Loss:0.0011578, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:20:26,747 - yago11k_0.001 - [INFO] - [E:90| 200]: Train Loss:0.0011584, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:21:31,234 - yago11k_0.001 - [INFO] - [E:90| 300]: Train Loss:0.0011585, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:22:35,790 - yago11k_0.001 - [INFO] - [E:90| 400]: Train Loss:0.0011593, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:23:40,388 - yago11k_0.001 - [INFO] - [E:90| 500]: Train Loss:0.0011602, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:24:44,762 - yago11k_0.001 - [INFO] - [E:90| 600]: Train Loss:0.0011599, Val MRR:0.31745, yago11k_0.001 +2023-06-18 18:24:44,762 - yago11k_0.001 - [INFO] - [Epoch:90]: Training Loss:0.00116 + +2023-06-18 18:24:44,980 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 18:24:57,257 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 18:25:09,445 - yago11k_0.001 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.41016, Head : 0.22799, Avg : 0.31908 + +2023-06-18 18:25:11,064 - yago11k_0.001 - [INFO] - [Epoch 90]: Training Loss: 0.0011599, Valid MRR: 0.31908, + + + +2023-06-18 18:25:11,739 - yago11k_0.001 - [INFO] - [E:91| 0]: Train Loss:0.001149, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:26:16,415 - yago11k_0.001 - [INFO] - [E:91| 100]: Train Loss:0.0011592, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:27:21,289 - yago11k_0.001 - [INFO] - [E:91| 200]: Train Loss:0.0011588, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:28:25,907 - yago11k_0.001 - [INFO] - [E:91| 300]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:29:30,651 - yago11k_0.001 - [INFO] - [E:91| 400]: Train Loss:0.0011575, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:30:35,396 - yago11k_0.001 - [INFO] - [E:91| 500]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:31:39,615 - yago11k_0.001 - [INFO] - [E:91| 600]: Train Loss:0.0011591, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:31:39,615 - yago11k_0.001 - [INFO] - [Epoch:91]: Training Loss:0.001159 + +2023-06-18 18:31:39,837 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 18:31:52,116 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 18:32:04,298 - yago11k_0.001 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.40632, Head : 0.22801, Avg : 0.31717 + +2023-06-18 18:32:04,299 - yago11k_0.001 - [INFO] - [Epoch 91]: Training Loss: 0.0011591, Valid MRR: 0.31908, + + + +2023-06-18 18:32:04,975 - yago11k_0.001 - [INFO] - [E:92| 0]: Train Loss:0.0011524, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:33:09,589 - yago11k_0.001 - [INFO] - [E:92| 100]: Train Loss:0.001157, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:34:14,117 - yago11k_0.001 - [INFO] - [E:92| 200]: Train Loss:0.0011575, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:35:18,838 - yago11k_0.001 - [INFO] - [E:92| 300]: Train Loss:0.0011585, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:36:23,434 - yago11k_0.001 - [INFO] - [E:92| 400]: Train Loss:0.0011586, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:37:28,170 - yago11k_0.001 - [INFO] - [E:92| 500]: Train Loss:0.0011587, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:38:32,466 - yago11k_0.001 - [INFO] - [E:92| 600]: Train Loss:0.0011586, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:38:32,466 - yago11k_0.001 - [INFO] - [Epoch:92]: Training Loss:0.001159 + +2023-06-18 18:38:32,683 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 18:38:44,962 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 18:38:57,059 - yago11k_0.001 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.40663, Head : 0.22821, Avg : 0.31742 + +2023-06-18 18:38:57,059 - yago11k_0.001 - [INFO] - [Epoch 92]: Training Loss: 0.0011586, Valid MRR: 0.31908, + + + +2023-06-18 18:38:57,733 - yago11k_0.001 - [INFO] - [E:93| 0]: Train Loss:0.0011532, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:40:02,499 - yago11k_0.001 - [INFO] - [E:93| 100]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:41:07,272 - yago11k_0.001 - [INFO] - [E:93| 200]: Train Loss:0.0011561, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:42:10,668 - yago11k_0.001 - [INFO] - [E:93| 300]: Train Loss:0.0011565, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:43:13,716 - yago11k_0.001 - [INFO] - [E:93| 400]: Train Loss:0.0011578, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:44:16,753 - yago11k_0.001 - [INFO] - [E:93| 500]: Train Loss:0.0011588, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:45:19,363 - yago11k_0.001 - [INFO] - [E:93| 600]: Train Loss:0.0011585, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:45:19,363 - yago11k_0.001 - [INFO] - [Epoch:93]: Training Loss:0.001159 + +2023-06-18 18:45:19,578 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 18:45:31,605 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 18:45:43,471 - yago11k_0.001 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.40472, Head : 0.22768, Avg : 0.3162 + +2023-06-18 18:45:43,472 - yago11k_0.001 - [INFO] - [Epoch 93]: Training Loss: 0.0011585, Valid MRR: 0.31908, + + + +2023-06-18 18:45:44,109 - yago11k_0.001 - [INFO] - [E:94| 0]: Train Loss:0.0011415, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:46:47,148 - yago11k_0.001 - [INFO] - [E:94| 100]: Train Loss:0.0011546, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:47:50,169 - yago11k_0.001 - [INFO] - [E:94| 200]: Train Loss:0.0011565, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:48:53,198 - yago11k_0.001 - [INFO] - [E:94| 300]: Train Loss:0.0011563, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:49:56,161 - yago11k_0.001 - [INFO] - [E:94| 400]: Train Loss:0.0011569, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:50:59,100 - yago11k_0.001 - [INFO] - [E:94| 500]: Train Loss:0.0011576, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:52:01,628 - yago11k_0.001 - [INFO] - [E:94| 600]: Train Loss:0.0011577, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:52:01,628 - yago11k_0.001 - [INFO] - [Epoch:94]: Training Loss:0.001158 + +2023-06-18 18:52:01,843 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 18:52:13,853 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 18:52:25,711 - yago11k_0.001 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.40196, Head : 0.22895, Avg : 0.31545 + +2023-06-18 18:52:25,711 - yago11k_0.001 - [INFO] - [Epoch 94]: Training Loss: 0.0011577, Valid MRR: 0.31908, + + + +2023-06-18 18:52:26,344 - yago11k_0.001 - [INFO] - [E:95| 0]: Train Loss:0.0011251, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:53:29,312 - yago11k_0.001 - [INFO] - [E:95| 100]: Train Loss:0.0011539, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:54:32,248 - yago11k_0.001 - [INFO] - [E:95| 200]: Train Loss:0.0011538, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:55:35,208 - yago11k_0.001 - [INFO] - [E:95| 300]: Train Loss:0.001154, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:56:38,177 - yago11k_0.001 - [INFO] - [E:95| 400]: Train Loss:0.0011554, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:57:41,139 - yago11k_0.001 - [INFO] - [E:95| 500]: Train Loss:0.001156, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:58:43,669 - yago11k_0.001 - [INFO] - [E:95| 600]: Train Loss:0.0011564, Val MRR:0.31908, yago11k_0.001 +2023-06-18 18:58:43,670 - yago11k_0.001 - [INFO] - [Epoch:95]: Training Loss:0.001156 + +2023-06-18 18:58:43,884 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 18:58:55,899 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 18:59:07,755 - yago11k_0.001 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.40926, Head : 0.23088, Avg : 0.32007 + +2023-06-18 18:59:08,707 - yago11k_0.001 - [INFO] - [Epoch 95]: Training Loss: 0.0011564, Valid MRR: 0.32007, + + + +2023-06-18 18:59:09,346 - yago11k_0.001 - [INFO] - [E:96| 0]: Train Loss:0.0011495, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:00:12,297 - yago11k_0.001 - [INFO] - [E:96| 100]: Train Loss:0.0011533, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:01:15,260 - yago11k_0.001 - [INFO] - [E:96| 200]: Train Loss:0.0011537, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:02:18,223 - yago11k_0.001 - [INFO] - [E:96| 300]: Train Loss:0.0011535, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:03:21,185 - yago11k_0.001 - [INFO] - [E:96| 400]: Train Loss:0.0011547, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:04:24,109 - yago11k_0.001 - [INFO] - [E:96| 500]: Train Loss:0.001156, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:05:26,642 - yago11k_0.001 - [INFO] - [E:96| 600]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:05:26,642 - yago11k_0.001 - [INFO] - [Epoch:96]: Training Loss:0.001156 + +2023-06-18 19:05:26,856 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 19:05:38,869 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 19:05:50,717 - yago11k_0.001 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.4049, Head : 0.22764, Avg : 0.31627 + +2023-06-18 19:05:50,717 - yago11k_0.001 - [INFO] - [Epoch 96]: Training Loss: 0.0011563, Valid MRR: 0.32007, + + + +2023-06-18 19:05:51,352 - yago11k_0.001 - [INFO] - [E:97| 0]: Train Loss:0.0011873, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:06:54,315 - yago11k_0.001 - [INFO] - [E:97| 100]: Train Loss:0.0011574, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:07:57,269 - yago11k_0.001 - [INFO] - [E:97| 200]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:09:00,219 - yago11k_0.001 - [INFO] - [E:97| 300]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:10:03,167 - yago11k_0.001 - [INFO] - [E:97| 400]: Train Loss:0.0011562, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:11:06,114 - yago11k_0.001 - [INFO] - [E:97| 500]: Train Loss:0.0011559, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:12:08,631 - yago11k_0.001 - [INFO] - [E:97| 600]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:12:08,631 - yago11k_0.001 - [INFO] - [Epoch:97]: Training Loss:0.001156 + +2023-06-18 19:12:08,845 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 19:12:20,854 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 19:12:32,704 - yago11k_0.001 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.40431, Head : 0.23274, Avg : 0.31853 + +2023-06-18 19:12:32,704 - yago11k_0.001 - [INFO] - [Epoch 97]: Training Loss: 0.0011564, Valid MRR: 0.32007, + + + +2023-06-18 19:12:33,339 - yago11k_0.001 - [INFO] - [E:98| 0]: Train Loss:0.0011499, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:13:36,282 - yago11k_0.001 - [INFO] - [E:98| 100]: Train Loss:0.0011568, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:14:39,212 - yago11k_0.001 - [INFO] - [E:98| 200]: Train Loss:0.0011547, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:15:42,138 - yago11k_0.001 - [INFO] - [E:98| 300]: Train Loss:0.0011556, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:16:45,099 - yago11k_0.001 - [INFO] - [E:98| 400]: Train Loss:0.0011553, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:17:48,043 - yago11k_0.001 - [INFO] - [E:98| 500]: Train Loss:0.0011561, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:18:50,556 - yago11k_0.001 - [INFO] - [E:98| 600]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:18:50,556 - yago11k_0.001 - [INFO] - [Epoch:98]: Training Loss:0.001156 + +2023-06-18 19:18:50,770 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 19:19:02,783 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 19:19:14,637 - yago11k_0.001 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.40388, Head : 0.22727, Avg : 0.31558 + +2023-06-18 19:19:14,637 - yago11k_0.001 - [INFO] - [Epoch 98]: Training Loss: 0.0011563, Valid MRR: 0.32007, + + + +2023-06-18 19:19:15,274 - yago11k_0.001 - [INFO] - [E:99| 0]: Train Loss:0.0011632, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:20:18,212 - yago11k_0.001 - [INFO] - [E:99| 100]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:21:21,181 - yago11k_0.001 - [INFO] - [E:99| 200]: Train Loss:0.0011536, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:22:24,133 - yago11k_0.001 - [INFO] - [E:99| 300]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:23:27,086 - yago11k_0.001 - [INFO] - [E:99| 400]: Train Loss:0.0011546, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:24:30,048 - yago11k_0.001 - [INFO] - [E:99| 500]: Train Loss:0.0011551, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:25:32,574 - yago11k_0.001 - [INFO] - [E:99| 600]: Train Loss:0.0011555, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:25:32,575 - yago11k_0.001 - [INFO] - [Epoch:99]: Training Loss:0.001156 + +2023-06-18 19:25:32,788 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 19:25:44,801 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 19:25:56,651 - yago11k_0.001 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.4053, Head : 0.22853, Avg : 0.31692 + MR: Tail : 956.28, Head : 1213.8, Avg : 1085.0 + Hit-1: Tail : 0.31662, Head : 0.19144, Avg : 0.25403 + Hit-3: Tail : 0.45165, Head : 0.22451, Avg : 0.33808 + Hit-10: Tail : 0.57308, Head : 0.30217, Avg : 0.43762 +2023-06-18 19:25:56,651 - yago11k_0.001 - [INFO] - [Epoch 99]: Training Loss: 0.0011555, Valid MRR: 0.32007, + + + +2023-06-18 19:25:57,288 - yago11k_0.001 - [INFO] - [E:100| 0]: Train Loss:0.0011653, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:27:00,229 - yago11k_0.001 - [INFO] - [E:100| 100]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:28:03,186 - yago11k_0.001 - [INFO] - [E:100| 200]: Train Loss:0.0011529, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:29:06,120 - yago11k_0.001 - [INFO] - [E:100| 300]: Train Loss:0.0011548, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:30:09,064 - yago11k_0.001 - [INFO] - [E:100| 400]: Train Loss:0.0011543, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:31:12,025 - yago11k_0.001 - [INFO] - [E:100| 500]: Train Loss:0.0011545, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:32:14,548 - yago11k_0.001 - [INFO] - [E:100| 600]: Train Loss:0.0011545, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:32:14,548 - yago11k_0.001 - [INFO] - [Epoch:100]: Training Loss:0.001154 + +2023-06-18 19:32:14,762 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 19:32:26,773 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 19:32:38,623 - yago11k_0.001 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.41085, Head : 0.22719, Avg : 0.31902 + +2023-06-18 19:32:38,623 - yago11k_0.001 - [INFO] - [Epoch 100]: Training Loss: 0.0011545, Valid MRR: 0.32007, + + + +2023-06-18 19:32:39,261 - yago11k_0.001 - [INFO] - [E:101| 0]: Train Loss:0.0011474, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:33:42,194 - yago11k_0.001 - [INFO] - [E:101| 100]: Train Loss:0.001158, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:34:45,138 - yago11k_0.001 - [INFO] - [E:101| 200]: Train Loss:0.0011559, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:35:48,088 - yago11k_0.001 - [INFO] - [E:101| 300]: Train Loss:0.0011544, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:36:51,035 - yago11k_0.001 - [INFO] - [E:101| 400]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:37:53,969 - yago11k_0.001 - [INFO] - [E:101| 500]: Train Loss:0.0011538, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:38:56,490 - yago11k_0.001 - [INFO] - [E:101| 600]: Train Loss:0.0011541, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:38:56,490 - yago11k_0.001 - [INFO] - [Epoch:101]: Training Loss:0.001154 + +2023-06-18 19:38:56,704 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 19:39:08,717 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 19:39:20,568 - yago11k_0.001 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.39579, Head : 0.22778, Avg : 0.31179 + +2023-06-18 19:39:20,568 - yago11k_0.001 - [INFO] - [Epoch 101]: Training Loss: 0.0011541, Valid MRR: 0.32007, + + + +2023-06-18 19:39:21,205 - yago11k_0.001 - [INFO] - [E:102| 0]: Train Loss:0.0011474, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:40:24,149 - yago11k_0.001 - [INFO] - [E:102| 100]: Train Loss:0.0011503, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:41:27,101 - yago11k_0.001 - [INFO] - [E:102| 200]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:42:30,060 - yago11k_0.001 - [INFO] - [E:102| 300]: Train Loss:0.0011549, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:43:33,016 - yago11k_0.001 - [INFO] - [E:102| 400]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:44:35,973 - yago11k_0.001 - [INFO] - [E:102| 500]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:45:38,514 - yago11k_0.001 - [INFO] - [E:102| 600]: Train Loss:0.0011542, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:45:38,514 - yago11k_0.001 - [INFO] - [Epoch:102]: Training Loss:0.001154 + +2023-06-18 19:45:38,728 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 19:45:50,741 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 19:46:02,591 - yago11k_0.001 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.40629, Head : 0.22856, Avg : 0.31743 + +2023-06-18 19:46:02,591 - yago11k_0.001 - [INFO] - [Epoch 102]: Training Loss: 0.0011542, Valid MRR: 0.32007, + + + +2023-06-18 19:46:03,226 - yago11k_0.001 - [INFO] - [E:103| 0]: Train Loss:0.0011599, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:47:06,185 - yago11k_0.001 - [INFO] - [E:103| 100]: Train Loss:0.0011546, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:48:09,143 - yago11k_0.001 - [INFO] - [E:103| 200]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:49:12,080 - yago11k_0.001 - [INFO] - [E:103| 300]: Train Loss:0.0011533, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:50:15,009 - yago11k_0.001 - [INFO] - [E:103| 400]: Train Loss:0.0011532, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:51:17,953 - yago11k_0.001 - [INFO] - [E:103| 500]: Train Loss:0.0011535, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:52:20,482 - yago11k_0.001 - [INFO] - [E:103| 600]: Train Loss:0.0011537, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:52:20,482 - yago11k_0.001 - [INFO] - [Epoch:103]: Training Loss:0.001154 + +2023-06-18 19:52:20,696 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 19:52:32,707 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 19:52:44,553 - yago11k_0.001 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.40855, Head : 0.22694, Avg : 0.31774 + +2023-06-18 19:52:44,554 - yago11k_0.001 - [INFO] - [Epoch 103]: Training Loss: 0.0011537, Valid MRR: 0.32007, + + + +2023-06-18 19:52:45,187 - yago11k_0.001 - [INFO] - [E:104| 0]: Train Loss:0.0011298, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:53:48,124 - yago11k_0.001 - [INFO] - [E:104| 100]: Train Loss:0.0011518, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:54:51,067 - yago11k_0.001 - [INFO] - [E:104| 200]: Train Loss:0.0011522, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:55:54,008 - yago11k_0.001 - [INFO] - [E:104| 300]: Train Loss:0.0011529, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:56:56,950 - yago11k_0.001 - [INFO] - [E:104| 400]: Train Loss:0.0011524, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:57:59,873 - yago11k_0.001 - [INFO] - [E:104| 500]: Train Loss:0.0011525, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:59:02,385 - yago11k_0.001 - [INFO] - [E:104| 600]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_0.001 +2023-06-18 19:59:02,385 - yago11k_0.001 - [INFO] - [Epoch:104]: Training Loss:0.001153 + +2023-06-18 19:59:02,600 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 19:59:14,613 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 19:59:26,458 - yago11k_0.001 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.40999, Head : 0.22732, Avg : 0.31866 + +2023-06-18 19:59:26,458 - yago11k_0.001 - [INFO] - [Epoch 104]: Training Loss: 0.0011531, Valid MRR: 0.32007, + + + +2023-06-18 19:59:27,094 - yago11k_0.001 - [INFO] - [E:105| 0]: Train Loss:0.0011854, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:00:30,011 - yago11k_0.001 - [INFO] - [E:105| 100]: Train Loss:0.001152, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:01:32,942 - yago11k_0.001 - [INFO] - [E:105| 200]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:02:35,856 - yago11k_0.001 - [INFO] - [E:105| 300]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:03:38,798 - yago11k_0.001 - [INFO] - [E:105| 400]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:04:41,730 - yago11k_0.001 - [INFO] - [E:105| 500]: Train Loss:0.0011517, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:05:44,246 - yago11k_0.001 - [INFO] - [E:105| 600]: Train Loss:0.0011518, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:05:44,246 - yago11k_0.001 - [INFO] - [Epoch:105]: Training Loss:0.001152 + +2023-06-18 20:05:44,460 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 20:05:56,469 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 20:06:08,317 - yago11k_0.001 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.40824, Head : 0.22886, Avg : 0.31855 + +2023-06-18 20:06:08,317 - yago11k_0.001 - [INFO] - [Epoch 105]: Training Loss: 0.0011518, Valid MRR: 0.32007, + + + +2023-06-18 20:06:08,957 - yago11k_0.001 - [INFO] - [E:106| 0]: Train Loss:0.0011378, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:07:11,883 - yago11k_0.001 - [INFO] - [E:106| 100]: Train Loss:0.0011493, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:08:14,819 - yago11k_0.001 - [INFO] - [E:106| 200]: Train Loss:0.0011497, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:09:17,730 - yago11k_0.001 - [INFO] - [E:106| 300]: Train Loss:0.0011495, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:10:20,674 - yago11k_0.001 - [INFO] - [E:106| 400]: Train Loss:0.001152, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:11:23,594 - yago11k_0.001 - [INFO] - [E:106| 500]: Train Loss:0.001152, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:12:26,114 - yago11k_0.001 - [INFO] - [E:106| 600]: Train Loss:0.0011517, Val MRR:0.32007, yago11k_0.001 +2023-06-18 20:12:26,115 - yago11k_0.001 - [INFO] - [Epoch:106]: Training Loss:0.001152 + +2023-06-18 20:12:26,329 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 20:12:38,342 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 20:12:50,188 - yago11k_0.001 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.40911, Head : 0.23141, Avg : 0.32026 + +2023-06-18 20:12:51,132 - yago11k_0.001 - [INFO] - [Epoch 106]: Training Loss: 0.0011517, Valid MRR: 0.32026, + + + +2023-06-18 20:12:51,769 - yago11k_0.001 - [INFO] - [E:107| 0]: Train Loss:0.0011469, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:13:54,682 - yago11k_0.001 - [INFO] - [E:107| 100]: Train Loss:0.0011481, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:14:57,630 - yago11k_0.001 - [INFO] - [E:107| 200]: Train Loss:0.001148, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:16:00,548 - yago11k_0.001 - [INFO] - [E:107| 300]: Train Loss:0.0011491, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:17:03,484 - yago11k_0.001 - [INFO] - [E:107| 400]: Train Loss:0.0011504, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:18:06,398 - yago11k_0.001 - [INFO] - [E:107| 500]: Train Loss:0.0011506, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:19:08,890 - yago11k_0.001 - [INFO] - [E:107| 600]: Train Loss:0.0011511, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:19:08,890 - yago11k_0.001 - [INFO] - [Epoch:107]: Training Loss:0.001151 + +2023-06-18 20:19:09,104 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 20:19:21,116 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 20:19:32,964 - yago11k_0.001 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.41024, Head : 0.2292, Avg : 0.31972 + +2023-06-18 20:19:32,965 - yago11k_0.001 - [INFO] - [Epoch 107]: Training Loss: 0.0011511, Valid MRR: 0.32026, + + + +2023-06-18 20:19:33,598 - yago11k_0.001 - [INFO] - [E:108| 0]: Train Loss:0.0012085, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:20:36,509 - yago11k_0.001 - [INFO] - [E:108| 100]: Train Loss:0.001151, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:21:39,430 - yago11k_0.001 - [INFO] - [E:108| 200]: Train Loss:0.0011503, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:22:42,350 - yago11k_0.001 - [INFO] - [E:108| 300]: Train Loss:0.0011498, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:23:45,306 - yago11k_0.001 - [INFO] - [E:108| 400]: Train Loss:0.0011503, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:24:48,259 - yago11k_0.001 - [INFO] - [E:108| 500]: Train Loss:0.0011505, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:25:50,772 - yago11k_0.001 - [INFO] - [E:108| 600]: Train Loss:0.0011504, Val MRR:0.32026, yago11k_0.001 +2023-06-18 20:25:50,772 - yago11k_0.001 - [INFO] - [Epoch:108]: Training Loss:0.00115 + +2023-06-18 20:25:50,987 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 20:26:02,994 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 20:26:14,840 - yago11k_0.001 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.41733, Head : 0.2301, Avg : 0.32372 + +2023-06-18 20:26:15,790 - yago11k_0.001 - [INFO] - [Epoch 108]: Training Loss: 0.0011504, Valid MRR: 0.32372, + + + +2023-06-18 20:26:16,428 - yago11k_0.001 - [INFO] - [E:109| 0]: Train Loss:0.0012171, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:27:19,377 - yago11k_0.001 - [INFO] - [E:109| 100]: Train Loss:0.0011509, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:28:22,325 - yago11k_0.001 - [INFO] - [E:109| 200]: Train Loss:0.0011504, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:29:25,277 - yago11k_0.001 - [INFO] - [E:109| 300]: Train Loss:0.0011503, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:30:28,200 - yago11k_0.001 - [INFO] - [E:109| 400]: Train Loss:0.0011511, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:31:31,124 - yago11k_0.001 - [INFO] - [E:109| 500]: Train Loss:0.0011503, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:32:33,641 - yago11k_0.001 - [INFO] - [E:109| 600]: Train Loss:0.0011507, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:32:33,642 - yago11k_0.001 - [INFO] - [Epoch:109]: Training Loss:0.001151 + +2023-06-18 20:32:33,856 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 20:32:45,870 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 20:32:57,718 - yago11k_0.001 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.41233, Head : 0.22643, Avg : 0.31938 + MR: Tail : 1028.1, Head : 1247.3, Avg : 1137.7 + Hit-1: Tail : 0.33023, Head : 0.187, Avg : 0.25861 + Hit-3: Tail : 0.45207, Head : 0.22409, Avg : 0.33808 + Hit-10: Tail : 0.57669, Head : 0.30661, Avg : 0.44165 +2023-06-18 20:32:57,718 - yago11k_0.001 - [INFO] - [Epoch 109]: Training Loss: 0.0011507, Valid MRR: 0.32372, + + + +2023-06-18 20:32:58,351 - yago11k_0.001 - [INFO] - [E:110| 0]: Train Loss:0.0011258, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:34:01,289 - yago11k_0.001 - [INFO] - [E:110| 100]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:35:04,239 - yago11k_0.001 - [INFO] - [E:110| 200]: Train Loss:0.001149, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:36:07,163 - yago11k_0.001 - [INFO] - [E:110| 300]: Train Loss:0.0011493, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:37:10,114 - yago11k_0.001 - [INFO] - [E:110| 400]: Train Loss:0.0011496, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:38:13,054 - yago11k_0.001 - [INFO] - [E:110| 500]: Train Loss:0.0011499, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:39:15,580 - yago11k_0.001 - [INFO] - [E:110| 600]: Train Loss:0.0011504, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:39:15,580 - yago11k_0.001 - [INFO] - [Epoch:110]: Training Loss:0.00115 + +2023-06-18 20:39:15,794 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 20:39:27,809 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 20:39:39,657 - yago11k_0.001 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.40836, Head : 0.22953, Avg : 0.31895 + +2023-06-18 20:39:39,657 - yago11k_0.001 - [INFO] - [Epoch 110]: Training Loss: 0.0011504, Valid MRR: 0.32372, + + + +2023-06-18 20:39:40,293 - yago11k_0.001 - [INFO] - [E:111| 0]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:40:43,200 - yago11k_0.001 - [INFO] - [E:111| 100]: Train Loss:0.0011497, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:41:46,151 - yago11k_0.001 - [INFO] - [E:111| 200]: Train Loss:0.0011477, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:42:49,096 - yago11k_0.001 - [INFO] - [E:111| 300]: Train Loss:0.0011482, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:43:52,014 - yago11k_0.001 - [INFO] - [E:111| 400]: Train Loss:0.0011499, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:44:54,949 - yago11k_0.001 - [INFO] - [E:111| 500]: Train Loss:0.0011505, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:45:57,468 - yago11k_0.001 - [INFO] - [E:111| 600]: Train Loss:0.0011502, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:45:57,469 - yago11k_0.001 - [INFO] - [Epoch:111]: Training Loss:0.00115 + +2023-06-18 20:45:57,683 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 20:46:09,699 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 20:46:21,548 - yago11k_0.001 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.40684, Head : 0.22851, Avg : 0.31768 + +2023-06-18 20:46:21,548 - yago11k_0.001 - [INFO] - [Epoch 111]: Training Loss: 0.0011502, Valid MRR: 0.32372, + + + +2023-06-18 20:46:22,184 - yago11k_0.001 - [INFO] - [E:112| 0]: Train Loss:0.0011456, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:47:25,130 - yago11k_0.001 - [INFO] - [E:112| 100]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:48:28,053 - yago11k_0.001 - [INFO] - [E:112| 200]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:49:30,991 - yago11k_0.001 - [INFO] - [E:112| 300]: Train Loss:0.0011489, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:50:33,933 - yago11k_0.001 - [INFO] - [E:112| 400]: Train Loss:0.0011491, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:51:36,878 - yago11k_0.001 - [INFO] - [E:112| 500]: Train Loss:0.001149, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:52:39,413 - yago11k_0.001 - [INFO] - [E:112| 600]: Train Loss:0.0011491, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:52:39,413 - yago11k_0.001 - [INFO] - [Epoch:112]: Training Loss:0.001149 + +2023-06-18 20:52:39,628 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 20:52:51,642 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 20:53:03,490 - yago11k_0.001 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.41046, Head : 0.22753, Avg : 0.319 + +2023-06-18 20:53:03,490 - yago11k_0.001 - [INFO] - [Epoch 112]: Training Loss: 0.0011491, Valid MRR: 0.32372, + + + +2023-06-18 20:53:04,124 - yago11k_0.001 - [INFO] - [E:113| 0]: Train Loss:0.0011696, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:54:07,080 - yago11k_0.001 - [INFO] - [E:113| 100]: Train Loss:0.0011473, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:55:10,042 - yago11k_0.001 - [INFO] - [E:113| 200]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:56:12,994 - yago11k_0.001 - [INFO] - [E:113| 300]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:57:15,938 - yago11k_0.001 - [INFO] - [E:113| 400]: Train Loss:0.0011489, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:58:18,879 - yago11k_0.001 - [INFO] - [E:113| 500]: Train Loss:0.0011488, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:59:21,403 - yago11k_0.001 - [INFO] - [E:113| 600]: Train Loss:0.0011492, Val MRR:0.32372, yago11k_0.001 +2023-06-18 20:59:21,404 - yago11k_0.001 - [INFO] - [Epoch:113]: Training Loss:0.001149 + +2023-06-18 20:59:21,618 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 20:59:33,639 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 20:59:45,487 - yago11k_0.001 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.4104, Head : 0.22984, Avg : 0.32012 + +2023-06-18 20:59:45,487 - yago11k_0.001 - [INFO] - [Epoch 113]: Training Loss: 0.0011492, Valid MRR: 0.32372, + + + +2023-06-18 20:59:46,123 - yago11k_0.001 - [INFO] - [E:114| 0]: Train Loss:0.0011338, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:00:49,055 - yago11k_0.001 - [INFO] - [E:114| 100]: Train Loss:0.0011468, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:01:51,992 - yago11k_0.001 - [INFO] - [E:114| 200]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:02:54,939 - yago11k_0.001 - [INFO] - [E:114| 300]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:03:57,859 - yago11k_0.001 - [INFO] - [E:114| 400]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:05:00,806 - yago11k_0.001 - [INFO] - [E:114| 500]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:06:03,324 - yago11k_0.001 - [INFO] - [E:114| 600]: Train Loss:0.0011483, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:06:03,324 - yago11k_0.001 - [INFO] - [Epoch:114]: Training Loss:0.001148 + +2023-06-18 21:06:03,539 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 21:06:15,552 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 21:06:27,400 - yago11k_0.001 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.40608, Head : 0.22906, Avg : 0.31757 + +2023-06-18 21:06:27,400 - yago11k_0.001 - [INFO] - [Epoch 114]: Training Loss: 0.0011483, Valid MRR: 0.32372, + + + +2023-06-18 21:06:28,035 - yago11k_0.001 - [INFO] - [E:115| 0]: Train Loss:0.0011438, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:07:30,992 - yago11k_0.001 - [INFO] - [E:115| 100]: Train Loss:0.0011487, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:08:33,916 - yago11k_0.001 - [INFO] - [E:115| 200]: Train Loss:0.001147, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:09:36,862 - yago11k_0.001 - [INFO] - [E:115| 300]: Train Loss:0.0011474, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:10:39,802 - yago11k_0.001 - [INFO] - [E:115| 400]: Train Loss:0.0011473, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:11:42,740 - yago11k_0.001 - [INFO] - [E:115| 500]: Train Loss:0.0011482, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:12:45,226 - yago11k_0.001 - [INFO] - [E:115| 600]: Train Loss:0.0011481, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:12:45,226 - yago11k_0.001 - [INFO] - [Epoch:115]: Training Loss:0.001148 + +2023-06-18 21:12:45,441 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 21:12:57,455 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 21:13:09,308 - yago11k_0.001 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.4064, Head : 0.22835, Avg : 0.31737 + +2023-06-18 21:13:09,308 - yago11k_0.001 - [INFO] - [Epoch 115]: Training Loss: 0.0011481, Valid MRR: 0.32372, + + + +2023-06-18 21:13:09,947 - yago11k_0.001 - [INFO] - [E:116| 0]: Train Loss:0.0011303, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:14:12,885 - yago11k_0.001 - [INFO] - [E:116| 100]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:15:15,815 - yago11k_0.001 - [INFO] - [E:116| 200]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:16:18,753 - yago11k_0.001 - [INFO] - [E:116| 300]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:17:21,686 - yago11k_0.001 - [INFO] - [E:116| 400]: Train Loss:0.0011477, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:18:24,628 - yago11k_0.001 - [INFO] - [E:116| 500]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:19:27,132 - yago11k_0.001 - [INFO] - [E:116| 600]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:19:27,132 - yago11k_0.001 - [INFO] - [Epoch:116]: Training Loss:0.001148 + +2023-06-18 21:19:27,347 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 21:19:39,361 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 21:19:51,209 - yago11k_0.001 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.40627, Head : 0.22846, Avg : 0.31737 + +2023-06-18 21:19:51,209 - yago11k_0.001 - [INFO] - [Epoch 116]: Training Loss: 0.0011475, Valid MRR: 0.32372, + + + +2023-06-18 21:19:51,845 - yago11k_0.001 - [INFO] - [E:117| 0]: Train Loss:0.0011498, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:20:54,792 - yago11k_0.001 - [INFO] - [E:117| 100]: Train Loss:0.0011437, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:21:57,755 - yago11k_0.001 - [INFO] - [E:117| 200]: Train Loss:0.0011447, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:23:00,713 - yago11k_0.001 - [INFO] - [E:117| 300]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:24:03,667 - yago11k_0.001 - [INFO] - [E:117| 400]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:25:06,613 - yago11k_0.001 - [INFO] - [E:117| 500]: Train Loss:0.0011466, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:26:09,129 - yago11k_0.001 - [INFO] - [E:117| 600]: Train Loss:0.001147, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:26:09,130 - yago11k_0.001 - [INFO] - [Epoch:117]: Training Loss:0.001147 + +2023-06-18 21:26:09,343 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 21:26:21,352 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 21:26:33,204 - yago11k_0.001 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40772, Head : 0.228, Avg : 0.31786 + +2023-06-18 21:26:33,204 - yago11k_0.001 - [INFO] - [Epoch 117]: Training Loss: 0.001147, Valid MRR: 0.32372, + + + +2023-06-18 21:26:33,841 - yago11k_0.001 - [INFO] - [E:118| 0]: Train Loss:0.0012, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:27:36,782 - yago11k_0.001 - [INFO] - [E:118| 100]: Train Loss:0.0011434, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:28:39,741 - yago11k_0.001 - [INFO] - [E:118| 200]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:29:42,664 - yago11k_0.001 - [INFO] - [E:118| 300]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:30:45,599 - yago11k_0.001 - [INFO] - [E:118| 400]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:31:48,531 - yago11k_0.001 - [INFO] - [E:118| 500]: Train Loss:0.0011479, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:32:51,066 - yago11k_0.001 - [INFO] - [E:118| 600]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:32:51,066 - yago11k_0.001 - [INFO] - [Epoch:118]: Training Loss:0.001148 + +2023-06-18 21:32:51,281 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 21:33:03,294 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 21:33:15,143 - yago11k_0.001 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.40533, Head : 0.22946, Avg : 0.3174 + +2023-06-18 21:33:15,143 - yago11k_0.001 - [INFO] - [Epoch 118]: Training Loss: 0.0011478, Valid MRR: 0.32372, + + + +2023-06-18 21:33:15,779 - yago11k_0.001 - [INFO] - [E:119| 0]: Train Loss:0.0011571, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:34:18,719 - yago11k_0.001 - [INFO] - [E:119| 100]: Train Loss:0.0011488, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:35:21,655 - yago11k_0.001 - [INFO] - [E:119| 200]: Train Loss:0.0011474, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:36:24,587 - yago11k_0.001 - [INFO] - [E:119| 300]: Train Loss:0.0011463, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:37:27,530 - yago11k_0.001 - [INFO] - [E:119| 400]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:38:30,475 - yago11k_0.001 - [INFO] - [E:119| 500]: Train Loss:0.001147, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:39:32,995 - yago11k_0.001 - [INFO] - [E:119| 600]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:39:32,995 - yago11k_0.001 - [INFO] - [Epoch:119]: Training Loss:0.001147 + +2023-06-18 21:39:33,210 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 21:39:45,225 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 21:39:57,074 - yago11k_0.001 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.41388, Head : 0.23227, Avg : 0.32307 + MR: Tail : 992.69, Head : 1259.1, Avg : 1125.9 + Hit-1: Tail : 0.32967, Head : 0.19297, Avg : 0.26132 + Hit-3: Tail : 0.4579, Head : 0.2277, Avg : 0.3428 + Hit-10: Tail : 0.57919, Head : 0.30884, Avg : 0.44401 +2023-06-18 21:39:57,074 - yago11k_0.001 - [INFO] - [Epoch 119]: Training Loss: 0.0011472, Valid MRR: 0.32372, + + + +2023-06-18 21:39:57,711 - yago11k_0.001 - [INFO] - [E:120| 0]: Train Loss:0.0011264, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:41:00,631 - yago11k_0.001 - [INFO] - [E:120| 100]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:42:03,552 - yago11k_0.001 - [INFO] - [E:120| 200]: Train Loss:0.001146, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:43:06,474 - yago11k_0.001 - [INFO] - [E:120| 300]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:44:09,410 - yago11k_0.001 - [INFO] - [E:120| 400]: Train Loss:0.0011462, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:45:12,347 - yago11k_0.001 - [INFO] - [E:120| 500]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:46:14,863 - yago11k_0.001 - [INFO] - [E:120| 600]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:46:14,863 - yago11k_0.001 - [INFO] - [Epoch:120]: Training Loss:0.001147 + +2023-06-18 21:46:15,077 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 21:46:27,093 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 21:46:38,936 - yago11k_0.001 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.40506, Head : 0.22944, Avg : 0.31725 + +2023-06-18 21:46:38,936 - yago11k_0.001 - [INFO] - [Epoch 120]: Training Loss: 0.0011469, Valid MRR: 0.32372, + + + +2023-06-18 21:46:39,571 - yago11k_0.001 - [INFO] - [E:121| 0]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:47:42,485 - yago11k_0.001 - [INFO] - [E:121| 100]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:48:45,382 - yago11k_0.001 - [INFO] - [E:121| 200]: Train Loss:0.001145, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:49:48,304 - yago11k_0.001 - [INFO] - [E:121| 300]: Train Loss:0.001146, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:50:51,218 - yago11k_0.001 - [INFO] - [E:121| 400]: Train Loss:0.001146, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:51:54,147 - yago11k_0.001 - [INFO] - [E:121| 500]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:52:56,629 - yago11k_0.001 - [INFO] - [E:121| 600]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:52:56,629 - yago11k_0.001 - [INFO] - [Epoch:121]: Training Loss:0.001146 + +2023-06-18 21:52:56,844 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 21:53:08,854 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 21:53:20,697 - yago11k_0.001 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.41005, Head : 0.22685, Avg : 0.31845 + +2023-06-18 21:53:20,697 - yago11k_0.001 - [INFO] - [Epoch 121]: Training Loss: 0.0011464, Valid MRR: 0.32372, + + + +2023-06-18 21:53:21,332 - yago11k_0.001 - [INFO] - [E:122| 0]: Train Loss:0.0011352, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:54:24,250 - yago11k_0.001 - [INFO] - [E:122| 100]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:55:27,163 - yago11k_0.001 - [INFO] - [E:122| 200]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:56:30,072 - yago11k_0.001 - [INFO] - [E:122| 300]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:57:33,018 - yago11k_0.001 - [INFO] - [E:122| 400]: Train Loss:0.0011453, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:58:35,952 - yago11k_0.001 - [INFO] - [E:122| 500]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:59:38,476 - yago11k_0.001 - [INFO] - [E:122| 600]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_0.001 +2023-06-18 21:59:38,476 - yago11k_0.001 - [INFO] - [Epoch:122]: Training Loss:0.001146 + +2023-06-18 21:59:38,690 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 21:59:50,702 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 22:00:02,550 - yago11k_0.001 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.41293, Head : 0.23161, Avg : 0.32227 + +2023-06-18 22:00:02,550 - yago11k_0.001 - [INFO] - [Epoch 122]: Training Loss: 0.0011461, Valid MRR: 0.32372, + + + +2023-06-18 22:00:03,186 - yago11k_0.001 - [INFO] - [E:123| 0]: Train Loss:0.0011317, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:01:06,182 - yago11k_0.001 - [INFO] - [E:123| 100]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:02:09,195 - yago11k_0.001 - [INFO] - [E:123| 200]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:03:12,185 - yago11k_0.001 - [INFO] - [E:123| 300]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:04:15,222 - yago11k_0.001 - [INFO] - [E:123| 400]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:05:18,233 - yago11k_0.001 - [INFO] - [E:123| 500]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:06:20,826 - yago11k_0.001 - [INFO] - [E:123| 600]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:06:20,826 - yago11k_0.001 - [INFO] - [Epoch:123]: Training Loss:0.001146 + +2023-06-18 22:06:21,040 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 22:06:33,063 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 22:06:44,933 - yago11k_0.001 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.40696, Head : 0.22859, Avg : 0.31777 + +2023-06-18 22:06:44,933 - yago11k_0.001 - [INFO] - [Epoch 123]: Training Loss: 0.0011455, Valid MRR: 0.32372, + + + +2023-06-18 22:06:45,570 - yago11k_0.001 - [INFO] - [E:124| 0]: Train Loss:0.001127, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:07:48,560 - yago11k_0.001 - [INFO] - [E:124| 100]: Train Loss:0.0011436, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:08:51,559 - yago11k_0.001 - [INFO] - [E:124| 200]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:09:54,540 - yago11k_0.001 - [INFO] - [E:124| 300]: Train Loss:0.0011456, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:10:57,527 - yago11k_0.001 - [INFO] - [E:124| 400]: Train Loss:0.0011462, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:12:00,518 - yago11k_0.001 - [INFO] - [E:124| 500]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:13:03,084 - yago11k_0.001 - [INFO] - [E:124| 600]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:13:03,084 - yago11k_0.001 - [INFO] - [Epoch:124]: Training Loss:0.001146 + +2023-06-18 22:13:03,299 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 22:13:15,314 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 22:13:27,167 - yago11k_0.001 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.40998, Head : 0.22853, Avg : 0.31925 + +2023-06-18 22:13:27,167 - yago11k_0.001 - [INFO] - [Epoch 124]: Training Loss: 0.0011457, Valid MRR: 0.32372, + + + +2023-06-18 22:13:27,804 - yago11k_0.001 - [INFO] - [E:125| 0]: Train Loss:0.0011275, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:14:30,798 - yago11k_0.001 - [INFO] - [E:125| 100]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:15:33,772 - yago11k_0.001 - [INFO] - [E:125| 200]: Train Loss:0.0011435, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:16:36,769 - yago11k_0.001 - [INFO] - [E:125| 300]: Train Loss:0.001145, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:17:39,747 - yago11k_0.001 - [INFO] - [E:125| 400]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:18:42,721 - yago11k_0.001 - [INFO] - [E:125| 500]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:19:45,296 - yago11k_0.001 - [INFO] - [E:125| 600]: Train Loss:0.0011451, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:19:45,297 - yago11k_0.001 - [INFO] - [Epoch:125]: Training Loss:0.001145 + +2023-06-18 22:19:45,511 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 22:19:57,531 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 22:20:09,385 - yago11k_0.001 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.40816, Head : 0.23008, Avg : 0.31912 + +2023-06-18 22:20:09,385 - yago11k_0.001 - [INFO] - [Epoch 125]: Training Loss: 0.0011451, Valid MRR: 0.32372, + + + +2023-06-18 22:20:10,020 - yago11k_0.001 - [INFO] - [E:126| 0]: Train Loss:0.0011849, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:21:13,002 - yago11k_0.001 - [INFO] - [E:126| 100]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:22:16,006 - yago11k_0.001 - [INFO] - [E:126| 200]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:23:18,980 - yago11k_0.001 - [INFO] - [E:126| 300]: Train Loss:0.0011445, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:24:21,971 - yago11k_0.001 - [INFO] - [E:126| 400]: Train Loss:0.001144, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:25:24,941 - yago11k_0.001 - [INFO] - [E:126| 500]: Train Loss:0.0011444, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:26:27,498 - yago11k_0.001 - [INFO] - [E:126| 600]: Train Loss:0.001145, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:26:27,499 - yago11k_0.001 - [INFO] - [Epoch:126]: Training Loss:0.001145 + +2023-06-18 22:26:27,715 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 22:26:39,730 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 22:26:51,586 - yago11k_0.001 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.40576, Head : 0.22885, Avg : 0.31731 + +2023-06-18 22:26:51,586 - yago11k_0.001 - [INFO] - [Epoch 126]: Training Loss: 0.001145, Valid MRR: 0.32372, + + + +2023-06-18 22:26:52,220 - yago11k_0.001 - [INFO] - [E:127| 0]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:27:55,208 - yago11k_0.001 - [INFO] - [E:127| 100]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:28:58,204 - yago11k_0.001 - [INFO] - [E:127| 200]: Train Loss:0.0011451, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:30:01,189 - yago11k_0.001 - [INFO] - [E:127| 300]: Train Loss:0.0011445, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:31:04,168 - yago11k_0.001 - [INFO] - [E:127| 400]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:32:07,162 - yago11k_0.001 - [INFO] - [E:127| 500]: Train Loss:0.0011439, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:33:09,711 - yago11k_0.001 - [INFO] - [E:127| 600]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:33:09,711 - yago11k_0.001 - [INFO] - [Epoch:127]: Training Loss:0.001144 + +2023-06-18 22:33:09,926 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 22:33:21,946 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 22:33:33,801 - yago11k_0.001 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.40698, Head : 0.22966, Avg : 0.31832 + +2023-06-18 22:33:33,801 - yago11k_0.001 - [INFO] - [Epoch 127]: Training Loss: 0.0011441, Valid MRR: 0.32372, + + + +2023-06-18 22:33:34,438 - yago11k_0.001 - [INFO] - [E:128| 0]: Train Loss:0.0011539, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:34:37,446 - yago11k_0.001 - [INFO] - [E:128| 100]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:35:40,434 - yago11k_0.001 - [INFO] - [E:128| 200]: Train Loss:0.001142, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:36:43,437 - yago11k_0.001 - [INFO] - [E:128| 300]: Train Loss:0.0011439, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:37:46,427 - yago11k_0.001 - [INFO] - [E:128| 400]: Train Loss:0.0011442, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:38:49,419 - yago11k_0.001 - [INFO] - [E:128| 500]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:39:51,996 - yago11k_0.001 - [INFO] - [E:128| 600]: Train Loss:0.0011442, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:39:51,996 - yago11k_0.001 - [INFO] - [Epoch:128]: Training Loss:0.001144 + +2023-06-18 22:39:52,211 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 22:40:04,236 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 22:40:16,091 - yago11k_0.001 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.41628, Head : 0.22911, Avg : 0.3227 + +2023-06-18 22:40:16,091 - yago11k_0.001 - [INFO] - [Epoch 128]: Training Loss: 0.0011442, Valid MRR: 0.32372, + + + +2023-06-18 22:40:16,726 - yago11k_0.001 - [INFO] - [E:129| 0]: Train Loss:0.0011542, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:41:19,729 - yago11k_0.001 - [INFO] - [E:129| 100]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:42:22,765 - yago11k_0.001 - [INFO] - [E:129| 200]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:43:25,782 - yago11k_0.001 - [INFO] - [E:129| 300]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:44:28,786 - yago11k_0.001 - [INFO] - [E:129| 400]: Train Loss:0.0011427, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:45:31,797 - yago11k_0.001 - [INFO] - [E:129| 500]: Train Loss:0.0011427, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:46:34,382 - yago11k_0.001 - [INFO] - [E:129| 600]: Train Loss:0.0011438, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:46:34,382 - yago11k_0.001 - [INFO] - [Epoch:129]: Training Loss:0.001144 + +2023-06-18 22:46:34,596 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 22:46:46,626 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 22:46:58,483 - yago11k_0.001 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.40968, Head : 0.22806, Avg : 0.31887 + MR: Tail : 1004.2, Head : 1236.2, Avg : 1120.2 + Hit-1: Tail : 0.32315, Head : 0.18991, Avg : 0.25653 + Hit-3: Tail : 0.45165, Head : 0.22256, Avg : 0.33711 + Hit-10: Tail : 0.58294, Head : 0.30342, Avg : 0.44318 +2023-06-18 22:46:58,483 - yago11k_0.001 - [INFO] - [Epoch 129]: Training Loss: 0.0011438, Valid MRR: 0.32372, + + + +2023-06-18 22:46:59,120 - yago11k_0.001 - [INFO] - [E:130| 0]: Train Loss:0.0011574, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:48:02,118 - yago11k_0.001 - [INFO] - [E:130| 100]: Train Loss:0.0011433, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:49:05,144 - yago11k_0.001 - [INFO] - [E:130| 200]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:50:08,161 - yago11k_0.001 - [INFO] - [E:130| 300]: Train Loss:0.0011413, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:51:11,156 - yago11k_0.001 - [INFO] - [E:130| 400]: Train Loss:0.001142, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:52:14,165 - yago11k_0.001 - [INFO] - [E:130| 500]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:53:16,733 - yago11k_0.001 - [INFO] - [E:130| 600]: Train Loss:0.001143, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:53:16,734 - yago11k_0.001 - [INFO] - [Epoch:130]: Training Loss:0.001143 + +2023-06-18 22:53:16,948 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 22:53:28,974 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 22:53:40,836 - yago11k_0.001 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.41432, Head : 0.23218, Avg : 0.32325 + +2023-06-18 22:53:40,836 - yago11k_0.001 - [INFO] - [Epoch 130]: Training Loss: 0.001143, Valid MRR: 0.32372, + + + +2023-06-18 22:53:41,477 - yago11k_0.001 - [INFO] - [E:131| 0]: Train Loss:0.001131, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:54:44,485 - yago11k_0.001 - [INFO] - [E:131| 100]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:55:47,505 - yago11k_0.001 - [INFO] - [E:131| 200]: Train Loss:0.0011417, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:56:50,512 - yago11k_0.001 - [INFO] - [E:131| 300]: Train Loss:0.0011419, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:57:53,537 - yago11k_0.001 - [INFO] - [E:131| 400]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:58:56,536 - yago11k_0.001 - [INFO] - [E:131| 500]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:59:59,120 - yago11k_0.001 - [INFO] - [E:131| 600]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_0.001 +2023-06-18 22:59:59,120 - yago11k_0.001 - [INFO] - [Epoch:131]: Training Loss:0.001143 + +2023-06-18 22:59:59,334 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 23:00:11,355 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 23:00:23,220 - yago11k_0.001 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.40903, Head : 0.23032, Avg : 0.31968 + +2023-06-18 23:00:23,220 - yago11k_0.001 - [INFO] - [Epoch 131]: Training Loss: 0.0011431, Valid MRR: 0.32372, + + + +2023-06-18 23:00:23,857 - yago11k_0.001 - [INFO] - [E:132| 0]: Train Loss:0.0011648, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:01:26,863 - yago11k_0.001 - [INFO] - [E:132| 100]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:02:29,895 - yago11k_0.001 - [INFO] - [E:132| 200]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:03:32,906 - yago11k_0.001 - [INFO] - [E:132| 300]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:04:35,911 - yago11k_0.001 - [INFO] - [E:132| 400]: Train Loss:0.0011423, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:05:38,897 - yago11k_0.001 - [INFO] - [E:132| 500]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:06:41,488 - yago11k_0.001 - [INFO] - [E:132| 600]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:06:41,489 - yago11k_0.001 - [INFO] - [Epoch:132]: Training Loss:0.001143 + +2023-06-18 23:06:41,703 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 23:06:53,725 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 23:07:05,584 - yago11k_0.001 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.40316, Head : 0.22782, Avg : 0.31549 + +2023-06-18 23:07:05,585 - yago11k_0.001 - [INFO] - [Epoch 132]: Training Loss: 0.0011429, Valid MRR: 0.32372, + + + +2023-06-18 23:07:06,221 - yago11k_0.001 - [INFO] - [E:133| 0]: Train Loss:0.0011524, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:08:09,225 - yago11k_0.001 - [INFO] - [E:133| 100]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:09:12,238 - yago11k_0.001 - [INFO] - [E:133| 200]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:10:15,251 - yago11k_0.001 - [INFO] - [E:133| 300]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:11:18,270 - yago11k_0.001 - [INFO] - [E:133| 400]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:12:21,288 - yago11k_0.001 - [INFO] - [E:133| 500]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:13:23,880 - yago11k_0.001 - [INFO] - [E:133| 600]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:13:23,881 - yago11k_0.001 - [INFO] - [Epoch:133]: Training Loss:0.001143 + +2023-06-18 23:13:24,096 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 23:13:36,126 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 23:13:47,983 - yago11k_0.001 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.40883, Head : 0.23098, Avg : 0.31991 + +2023-06-18 23:13:47,983 - yago11k_0.001 - [INFO] - [Epoch 133]: Training Loss: 0.0011425, Valid MRR: 0.32372, + + + +2023-06-18 23:13:48,619 - yago11k_0.001 - [INFO] - [E:134| 0]: Train Loss:0.0011234, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:14:51,614 - yago11k_0.001 - [INFO] - [E:134| 100]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:15:54,604 - yago11k_0.001 - [INFO] - [E:134| 200]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:16:57,560 - yago11k_0.001 - [INFO] - [E:134| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:18:00,504 - yago11k_0.001 - [INFO] - [E:134| 400]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:19:03,446 - yago11k_0.001 - [INFO] - [E:134| 500]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:20:05,969 - yago11k_0.001 - [INFO] - [E:134| 600]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:20:05,969 - yago11k_0.001 - [INFO] - [Epoch:134]: Training Loss:0.001142 + +2023-06-18 23:20:06,183 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 23:20:18,198 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 23:20:30,046 - yago11k_0.001 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.41159, Head : 0.22982, Avg : 0.3207 + +2023-06-18 23:20:30,046 - yago11k_0.001 - [INFO] - [Epoch 134]: Training Loss: 0.0011424, Valid MRR: 0.32372, + + + +2023-06-18 23:20:30,682 - yago11k_0.001 - [INFO] - [E:135| 0]: Train Loss:0.0011415, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:21:33,626 - yago11k_0.001 - [INFO] - [E:135| 100]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:22:36,578 - yago11k_0.001 - [INFO] - [E:135| 200]: Train Loss:0.0011401, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:23:39,517 - yago11k_0.001 - [INFO] - [E:135| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:24:42,455 - yago11k_0.001 - [INFO] - [E:135| 400]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:25:45,409 - yago11k_0.001 - [INFO] - [E:135| 500]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:26:47,924 - yago11k_0.001 - [INFO] - [E:135| 600]: Train Loss:0.0011416, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:26:47,924 - yago11k_0.001 - [INFO] - [Epoch:135]: Training Loss:0.001142 + +2023-06-18 23:26:48,139 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 23:27:00,151 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 23:27:12,006 - yago11k_0.001 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.40643, Head : 0.23217, Avg : 0.3193 + +2023-06-18 23:27:12,006 - yago11k_0.001 - [INFO] - [Epoch 135]: Training Loss: 0.0011416, Valid MRR: 0.32372, + + + +2023-06-18 23:27:12,641 - yago11k_0.001 - [INFO] - [E:136| 0]: Train Loss:0.0011177, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:28:15,577 - yago11k_0.001 - [INFO] - [E:136| 100]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:29:18,526 - yago11k_0.001 - [INFO] - [E:136| 200]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:30:21,480 - yago11k_0.001 - [INFO] - [E:136| 300]: Train Loss:0.0011408, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:31:24,418 - yago11k_0.001 - [INFO] - [E:136| 400]: Train Loss:0.0011411, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:32:27,353 - yago11k_0.001 - [INFO] - [E:136| 500]: Train Loss:0.0011415, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:33:29,874 - yago11k_0.001 - [INFO] - [E:136| 600]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:33:29,874 - yago11k_0.001 - [INFO] - [Epoch:136]: Training Loss:0.001142 + +2023-06-18 23:33:30,088 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 23:33:42,114 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 23:33:53,974 - yago11k_0.001 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.40832, Head : 0.2292, Avg : 0.31876 + +2023-06-18 23:33:53,974 - yago11k_0.001 - [INFO] - [Epoch 136]: Training Loss: 0.0011418, Valid MRR: 0.32372, + + + +2023-06-18 23:33:54,614 - yago11k_0.001 - [INFO] - [E:137| 0]: Train Loss:0.0011508, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:34:57,630 - yago11k_0.001 - [INFO] - [E:137| 100]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:36:00,648 - yago11k_0.001 - [INFO] - [E:137| 200]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:37:03,648 - yago11k_0.001 - [INFO] - [E:137| 300]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:38:06,637 - yago11k_0.001 - [INFO] - [E:137| 400]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:39:09,653 - yago11k_0.001 - [INFO] - [E:137| 500]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:40:12,228 - yago11k_0.001 - [INFO] - [E:137| 600]: Train Loss:0.0011407, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:40:12,228 - yago11k_0.001 - [INFO] - [Epoch:137]: Training Loss:0.001141 + +2023-06-18 23:40:12,442 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 23:40:24,465 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 23:40:36,322 - yago11k_0.001 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.40902, Head : 0.231, Avg : 0.32001 + +2023-06-18 23:40:36,322 - yago11k_0.001 - [INFO] - [Epoch 137]: Training Loss: 0.0011407, Valid MRR: 0.32372, + + + +2023-06-18 23:40:36,957 - yago11k_0.001 - [INFO] - [E:138| 0]: Train Loss:0.0011748, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:41:39,984 - yago11k_0.001 - [INFO] - [E:138| 100]: Train Loss:0.0011413, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:42:43,006 - yago11k_0.001 - [INFO] - [E:138| 200]: Train Loss:0.0011409, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:43:46,028 - yago11k_0.001 - [INFO] - [E:138| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:44:49,058 - yago11k_0.001 - [INFO] - [E:138| 400]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:45:52,080 - yago11k_0.001 - [INFO] - [E:138| 500]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:46:54,672 - yago11k_0.001 - [INFO] - [E:138| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:46:54,672 - yago11k_0.001 - [INFO] - [Epoch:138]: Training Loss:0.001141 + +2023-06-18 23:46:54,886 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 23:47:06,918 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 23:47:18,778 - yago11k_0.001 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.40863, Head : 0.22772, Avg : 0.31818 + +2023-06-18 23:47:18,778 - yago11k_0.001 - [INFO] - [Epoch 138]: Training Loss: 0.001141, Valid MRR: 0.32372, + + + +2023-06-18 23:47:19,414 - yago11k_0.001 - [INFO] - [E:139| 0]: Train Loss:0.0011611, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:48:22,454 - yago11k_0.001 - [INFO] - [E:139| 100]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:49:25,480 - yago11k_0.001 - [INFO] - [E:139| 200]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:50:28,510 - yago11k_0.001 - [INFO] - [E:139| 300]: Train Loss:0.00114, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:51:31,552 - yago11k_0.001 - [INFO] - [E:139| 400]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:52:34,582 - yago11k_0.001 - [INFO] - [E:139| 500]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:53:37,170 - yago11k_0.001 - [INFO] - [E:139| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:53:37,170 - yago11k_0.001 - [INFO] - [Epoch:139]: Training Loss:0.001141 + +2023-06-18 23:53:37,386 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-18 23:53:49,412 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-18 23:54:01,276 - yago11k_0.001 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.41611, Head : 0.22618, Avg : 0.32115 + MR: Tail : 1014.1, Head : 1233.0, Avg : 1123.6 + Hit-1: Tail : 0.33343, Head : 0.18964, Avg : 0.26153 + Hit-3: Tail : 0.45457, Head : 0.22048, Avg : 0.33752 + Hit-10: Tail : 0.57822, Head : 0.29453, Avg : 0.43637 +2023-06-18 23:54:01,276 - yago11k_0.001 - [INFO] - [Epoch 139]: Training Loss: 0.001141, Valid MRR: 0.32372, + + + +2023-06-18 23:54:01,911 - yago11k_0.001 - [INFO] - [E:140| 0]: Train Loss:0.0011459, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:55:04,944 - yago11k_0.001 - [INFO] - [E:140| 100]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:56:07,959 - yago11k_0.001 - [INFO] - [E:140| 200]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:57:10,994 - yago11k_0.001 - [INFO] - [E:140| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:58:14,061 - yago11k_0.001 - [INFO] - [E:140| 400]: Train Loss:0.0011407, Val MRR:0.32372, yago11k_0.001 +2023-06-18 23:59:17,100 - yago11k_0.001 - [INFO] - [E:140| 500]: Train Loss:0.0011409, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:00:19,698 - yago11k_0.001 - [INFO] - [E:140| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:00:19,698 - yago11k_0.001 - [INFO] - [Epoch:140]: Training Loss:0.001141 + +2023-06-19 00:00:19,913 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 00:00:31,943 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 00:00:43,804 - yago11k_0.001 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.41386, Head : 0.22908, Avg : 0.32147 + +2023-06-19 00:00:43,804 - yago11k_0.001 - [INFO] - [Epoch 140]: Training Loss: 0.001141, Valid MRR: 0.32372, + + + +2023-06-19 00:00:44,442 - yago11k_0.001 - [INFO] - [E:141| 0]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:01:47,487 - yago11k_0.001 - [INFO] - [E:141| 100]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:02:50,507 - yago11k_0.001 - [INFO] - [E:141| 200]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:03:53,522 - yago11k_0.001 - [INFO] - [E:141| 300]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:04:56,549 - yago11k_0.001 - [INFO] - [E:141| 400]: Train Loss:0.0011398, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:05:59,575 - yago11k_0.001 - [INFO] - [E:141| 500]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:07:02,170 - yago11k_0.001 - [INFO] - [E:141| 600]: Train Loss:0.0011411, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:07:02,170 - yago11k_0.001 - [INFO] - [Epoch:141]: Training Loss:0.001141 + +2023-06-19 00:07:02,384 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 00:07:14,411 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 00:07:26,274 - yago11k_0.001 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.41233, Head : 0.23052, Avg : 0.32142 + +2023-06-19 00:07:26,275 - yago11k_0.001 - [INFO] - [Epoch 141]: Training Loss: 0.0011411, Valid MRR: 0.32372, + + + +2023-06-19 00:07:26,910 - yago11k_0.001 - [INFO] - [E:142| 0]: Train Loss:0.0011139, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:08:29,928 - yago11k_0.001 - [INFO] - [E:142| 100]: Train Loss:0.0011392, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:09:32,954 - yago11k_0.001 - [INFO] - [E:142| 200]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:10:35,959 - yago11k_0.001 - [INFO] - [E:142| 300]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:11:38,990 - yago11k_0.001 - [INFO] - [E:142| 400]: Train Loss:0.0011392, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:12:41,997 - yago11k_0.001 - [INFO] - [E:142| 500]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:13:44,607 - yago11k_0.001 - [INFO] - [E:142| 600]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:13:44,608 - yago11k_0.001 - [INFO] - [Epoch:142]: Training Loss:0.00114 + +2023-06-19 00:13:44,821 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 00:13:56,843 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 00:14:08,703 - yago11k_0.001 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.40948, Head : 0.23082, Avg : 0.32015 + +2023-06-19 00:14:08,703 - yago11k_0.001 - [INFO] - [Epoch 142]: Training Loss: 0.0011403, Valid MRR: 0.32372, + + + +2023-06-19 00:14:09,338 - yago11k_0.001 - [INFO] - [E:143| 0]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:15:12,367 - yago11k_0.001 - [INFO] - [E:143| 100]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:16:15,384 - yago11k_0.001 - [INFO] - [E:143| 200]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:17:18,403 - yago11k_0.001 - [INFO] - [E:143| 300]: Train Loss:0.0011406, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:18:21,407 - yago11k_0.001 - [INFO] - [E:143| 400]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:19:24,422 - yago11k_0.001 - [INFO] - [E:143| 500]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:20:27,012 - yago11k_0.001 - [INFO] - [E:143| 600]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:20:27,012 - yago11k_0.001 - [INFO] - [Epoch:143]: Training Loss:0.00114 + +2023-06-19 00:20:27,227 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 00:20:39,252 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 00:20:51,115 - yago11k_0.001 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.41311, Head : 0.22874, Avg : 0.32092 + +2023-06-19 00:20:51,115 - yago11k_0.001 - [INFO] - [Epoch 143]: Training Loss: 0.0011405, Valid MRR: 0.32372, + + + +2023-06-19 00:20:51,754 - yago11k_0.001 - [INFO] - [E:144| 0]: Train Loss:0.0011447, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:21:54,785 - yago11k_0.001 - [INFO] - [E:144| 100]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:22:57,787 - yago11k_0.001 - [INFO] - [E:144| 200]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:24:00,788 - yago11k_0.001 - [INFO] - [E:144| 300]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:25:03,814 - yago11k_0.001 - [INFO] - [E:144| 400]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:26:06,815 - yago11k_0.001 - [INFO] - [E:144| 500]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:27:09,409 - yago11k_0.001 - [INFO] - [E:144| 600]: Train Loss:0.0011401, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:27:09,410 - yago11k_0.001 - [INFO] - [Epoch:144]: Training Loss:0.00114 + +2023-06-19 00:27:09,625 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 00:27:21,650 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 00:27:33,509 - yago11k_0.001 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.41278, Head : 0.22983, Avg : 0.3213 + +2023-06-19 00:27:33,509 - yago11k_0.001 - [INFO] - [Epoch 144]: Training Loss: 0.0011401, Valid MRR: 0.32372, + + + +2023-06-19 00:27:34,149 - yago11k_0.001 - [INFO] - [E:145| 0]: Train Loss:0.001122, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:28:37,182 - yago11k_0.001 - [INFO] - [E:145| 100]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:29:40,213 - yago11k_0.001 - [INFO] - [E:145| 200]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:30:43,228 - yago11k_0.001 - [INFO] - [E:145| 300]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:31:46,231 - yago11k_0.001 - [INFO] - [E:145| 400]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:32:49,242 - yago11k_0.001 - [INFO] - [E:145| 500]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:33:51,820 - yago11k_0.001 - [INFO] - [E:145| 600]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:33:51,821 - yago11k_0.001 - [INFO] - [Epoch:145]: Training Loss:0.00114 + +2023-06-19 00:33:52,035 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 00:34:04,064 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 00:34:15,924 - yago11k_0.001 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.40574, Head : 0.23026, Avg : 0.318 + +2023-06-19 00:34:15,924 - yago11k_0.001 - [INFO] - [Epoch 145]: Training Loss: 0.0011396, Valid MRR: 0.32372, + + + +2023-06-19 00:34:16,563 - yago11k_0.001 - [INFO] - [E:146| 0]: Train Loss:0.0011213, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:35:19,576 - yago11k_0.001 - [INFO] - [E:146| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:36:22,586 - yago11k_0.001 - [INFO] - [E:146| 200]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:37:25,608 - yago11k_0.001 - [INFO] - [E:146| 300]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:38:28,627 - yago11k_0.001 - [INFO] - [E:146| 400]: Train Loss:0.0011391, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:39:31,641 - yago11k_0.001 - [INFO] - [E:146| 500]: Train Loss:0.0011391, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:40:34,226 - yago11k_0.001 - [INFO] - [E:146| 600]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:40:34,226 - yago11k_0.001 - [INFO] - [Epoch:146]: Training Loss:0.00114 + +2023-06-19 00:40:34,440 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 00:40:46,504 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 00:40:58,363 - yago11k_0.001 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.41032, Head : 0.23116, Avg : 0.32074 + +2023-06-19 00:40:58,363 - yago11k_0.001 - [INFO] - [Epoch 146]: Training Loss: 0.0011396, Valid MRR: 0.32372, + + + +2023-06-19 00:40:58,998 - yago11k_0.001 - [INFO] - [E:147| 0]: Train Loss:0.0011508, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:42:02,009 - yago11k_0.001 - [INFO] - [E:147| 100]: Train Loss:0.001137, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:43:05,049 - yago11k_0.001 - [INFO] - [E:147| 200]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:44:08,086 - yago11k_0.001 - [INFO] - [E:147| 300]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:45:11,141 - yago11k_0.001 - [INFO] - [E:147| 400]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:46:14,175 - yago11k_0.001 - [INFO] - [E:147| 500]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:47:16,771 - yago11k_0.001 - [INFO] - [E:147| 600]: Train Loss:0.001139, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:47:16,772 - yago11k_0.001 - [INFO] - [Epoch:147]: Training Loss:0.001139 + +2023-06-19 00:47:16,987 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 00:47:29,015 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 00:47:40,878 - yago11k_0.001 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.4122, Head : 0.23041, Avg : 0.3213 + +2023-06-19 00:47:40,878 - yago11k_0.001 - [INFO] - [Epoch 147]: Training Loss: 0.001139, Valid MRR: 0.32372, + + + +2023-06-19 00:47:41,517 - yago11k_0.001 - [INFO] - [E:148| 0]: Train Loss:0.0011307, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:48:44,564 - yago11k_0.001 - [INFO] - [E:148| 100]: Train Loss:0.001138, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:49:47,616 - yago11k_0.001 - [INFO] - [E:148| 200]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:50:50,651 - yago11k_0.001 - [INFO] - [E:148| 300]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:51:53,686 - yago11k_0.001 - [INFO] - [E:148| 400]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:52:56,715 - yago11k_0.001 - [INFO] - [E:148| 500]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:53:59,325 - yago11k_0.001 - [INFO] - [E:148| 600]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:53:59,325 - yago11k_0.001 - [INFO] - [Epoch:148]: Training Loss:0.001138 + +2023-06-19 00:53:59,540 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 00:54:11,562 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 00:54:23,423 - yago11k_0.001 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.40719, Head : 0.22891, Avg : 0.31805 + +2023-06-19 00:54:23,423 - yago11k_0.001 - [INFO] - [Epoch 148]: Training Loss: 0.0011385, Valid MRR: 0.32372, + + + +2023-06-19 00:54:24,060 - yago11k_0.001 - [INFO] - [E:149| 0]: Train Loss:0.0011381, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:55:27,098 - yago11k_0.001 - [INFO] - [E:149| 100]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:56:30,151 - yago11k_0.001 - [INFO] - [E:149| 200]: Train Loss:0.001137, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:57:33,179 - yago11k_0.001 - [INFO] - [E:149| 300]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:58:36,201 - yago11k_0.001 - [INFO] - [E:149| 400]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001 +2023-06-19 00:59:39,254 - yago11k_0.001 - [INFO] - [E:149| 500]: Train Loss:0.0011384, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:00:41,884 - yago11k_0.001 - [INFO] - [E:149| 600]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:00:41,884 - yago11k_0.001 - [INFO] - [Epoch:149]: Training Loss:0.001139 + +2023-06-19 01:00:42,098 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 01:00:54,128 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 01:01:05,994 - yago11k_0.001 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.40793, Head : 0.23124, Avg : 0.31959 + MR: Tail : 1001.5, Head : 1247.2, Avg : 1124.3 + Hit-1: Tail : 0.31995, Head : 0.19394, Avg : 0.25695 + Hit-3: Tail : 0.45693, Head : 0.22854, Avg : 0.34273 + Hit-10: Tail : 0.57544, Head : 0.29953, Avg : 0.43748 +2023-06-19 01:01:05,994 - yago11k_0.001 - [INFO] - [Epoch 149]: Training Loss: 0.0011387, Valid MRR: 0.32372, + + + +2023-06-19 01:01:06,630 - yago11k_0.001 - [INFO] - [E:150| 0]: Train Loss:0.0011325, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:02:09,653 - yago11k_0.001 - [INFO] - [E:150| 100]: Train Loss:0.0011343, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:03:12,701 - yago11k_0.001 - [INFO] - [E:150| 200]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:04:15,722 - yago11k_0.001 - [INFO] - [E:150| 300]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:05:18,776 - yago11k_0.001 - [INFO] - [E:150| 400]: Train Loss:0.001138, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:06:21,823 - yago11k_0.001 - [INFO] - [E:150| 500]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:07:24,421 - yago11k_0.001 - [INFO] - [E:150| 600]: Train Loss:0.0011384, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:07:24,421 - yago11k_0.001 - [INFO] - [Epoch:150]: Training Loss:0.001138 + +2023-06-19 01:07:24,635 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 01:07:36,666 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 01:07:48,534 - yago11k_0.001 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.41467, Head : 0.23008, Avg : 0.32238 + +2023-06-19 01:07:48,534 - yago11k_0.001 - [INFO] - [Epoch 150]: Training Loss: 0.0011384, Valid MRR: 0.32372, + + + +2023-06-19 01:07:49,170 - yago11k_0.001 - [INFO] - [E:151| 0]: Train Loss:0.0011208, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:08:52,226 - yago11k_0.001 - [INFO] - [E:151| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:09:55,240 - yago11k_0.001 - [INFO] - [E:151| 200]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:10:58,303 - yago11k_0.001 - [INFO] - [E:151| 300]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:12:01,363 - yago11k_0.001 - [INFO] - [E:151| 400]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:13:04,404 - yago11k_0.001 - [INFO] - [E:151| 500]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:14:07,018 - yago11k_0.001 - [INFO] - [E:151| 600]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:14:07,018 - yago11k_0.001 - [INFO] - [Epoch:151]: Training Loss:0.001138 + +2023-06-19 01:14:07,234 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 01:14:19,263 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 01:14:31,133 - yago11k_0.001 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.41434, Head : 0.23279, Avg : 0.32356 + +2023-06-19 01:14:31,133 - yago11k_0.001 - [INFO] - [Epoch 151]: Training Loss: 0.0011383, Valid MRR: 0.32372, + + + +2023-06-19 01:14:31,772 - yago11k_0.001 - [INFO] - [E:152| 0]: Train Loss:0.0011433, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:15:34,824 - yago11k_0.001 - [INFO] - [E:152| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:16:37,879 - yago11k_0.001 - [INFO] - [E:152| 200]: Train Loss:0.0011393, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:17:40,911 - yago11k_0.001 - [INFO] - [E:152| 300]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:18:43,950 - yago11k_0.001 - [INFO] - [E:152| 400]: Train Loss:0.0011393, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:19:46,992 - yago11k_0.001 - [INFO] - [E:152| 500]: Train Loss:0.001139, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:20:49,625 - yago11k_0.001 - [INFO] - [E:152| 600]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:20:49,625 - yago11k_0.001 - [INFO] - [Epoch:152]: Training Loss:0.001138 + +2023-06-19 01:20:49,839 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 01:21:01,874 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 01:21:13,740 - yago11k_0.001 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.41175, Head : 0.22982, Avg : 0.32079 + +2023-06-19 01:21:13,740 - yago11k_0.001 - [INFO] - [Epoch 152]: Training Loss: 0.0011382, Valid MRR: 0.32372, + + + +2023-06-19 01:21:14,380 - yago11k_0.001 - [INFO] - [E:153| 0]: Train Loss:0.0011187, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:22:17,449 - yago11k_0.001 - [INFO] - [E:153| 100]: Train Loss:0.0011343, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:23:20,498 - yago11k_0.001 - [INFO] - [E:153| 200]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:24:23,555 - yago11k_0.001 - [INFO] - [E:153| 300]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:25:26,585 - yago11k_0.001 - [INFO] - [E:153| 400]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:26:29,656 - yago11k_0.001 - [INFO] - [E:153| 500]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:27:32,268 - yago11k_0.001 - [INFO] - [E:153| 600]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:27:32,268 - yago11k_0.001 - [INFO] - [Epoch:153]: Training Loss:0.001138 + +2023-06-19 01:27:32,483 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 01:27:44,510 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 01:27:56,374 - yago11k_0.001 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.40963, Head : 0.23137, Avg : 0.3205 + +2023-06-19 01:27:56,374 - yago11k_0.001 - [INFO] - [Epoch 153]: Training Loss: 0.0011377, Valid MRR: 0.32372, + + + +2023-06-19 01:27:57,013 - yago11k_0.001 - [INFO] - [E:154| 0]: Train Loss:0.0011226, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:29:00,043 - yago11k_0.001 - [INFO] - [E:154| 100]: Train Loss:0.0011354, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:30:03,088 - yago11k_0.001 - [INFO] - [E:154| 200]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:31:06,125 - yago11k_0.001 - [INFO] - [E:154| 300]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:32:09,199 - yago11k_0.001 - [INFO] - [E:154| 400]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:33:12,249 - yago11k_0.001 - [INFO] - [E:154| 500]: Train Loss:0.001137, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:34:14,848 - yago11k_0.001 - [INFO] - [E:154| 600]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:34:14,849 - yago11k_0.001 - [INFO] - [Epoch:154]: Training Loss:0.001138 + +2023-06-19 01:34:15,064 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 01:34:27,094 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 01:34:38,959 - yago11k_0.001 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.40977, Head : 0.23144, Avg : 0.32061 + +2023-06-19 01:34:38,960 - yago11k_0.001 - [INFO] - [Epoch 154]: Training Loss: 0.0011377, Valid MRR: 0.32372, + + + +2023-06-19 01:34:39,599 - yago11k_0.001 - [INFO] - [E:155| 0]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:35:42,653 - yago11k_0.001 - [INFO] - [E:155| 100]: Train Loss:0.001135, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:36:45,692 - yago11k_0.001 - [INFO] - [E:155| 200]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:37:48,747 - yago11k_0.001 - [INFO] - [E:155| 300]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:38:51,796 - yago11k_0.001 - [INFO] - [E:155| 400]: Train Loss:0.0011376, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:39:54,830 - yago11k_0.001 - [INFO] - [E:155| 500]: Train Loss:0.0011374, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:40:57,471 - yago11k_0.001 - [INFO] - [E:155| 600]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:40:57,472 - yago11k_0.001 - [INFO] - [Epoch:155]: Training Loss:0.001138 + +2023-06-19 01:40:57,686 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 01:41:09,717 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 01:41:21,585 - yago11k_0.001 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.41053, Head : 0.22805, Avg : 0.31929 + +2023-06-19 01:41:21,586 - yago11k_0.001 - [INFO] - [Epoch 155]: Training Loss: 0.0011379, Valid MRR: 0.32372, + + + +2023-06-19 01:41:22,221 - yago11k_0.001 - [INFO] - [E:156| 0]: Train Loss:0.0011315, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:42:25,258 - yago11k_0.001 - [INFO] - [E:156| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:43:28,316 - yago11k_0.001 - [INFO] - [E:156| 200]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:44:31,378 - yago11k_0.001 - [INFO] - [E:156| 300]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:45:34,433 - yago11k_0.001 - [INFO] - [E:156| 400]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:46:37,513 - yago11k_0.001 - [INFO] - [E:156| 500]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:47:40,151 - yago11k_0.001 - [INFO] - [E:156| 600]: Train Loss:0.0011367, Val MRR:0.32372, yago11k_0.001 +2023-06-19 01:47:40,151 - yago11k_0.001 - [INFO] - [Epoch:156]: Training Loss:0.001137 + +2023-06-19 01:47:40,367 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 01:47:52,406 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 01:48:04,268 - yago11k_0.001 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.4192, Head : 0.23226, Avg : 0.32573 + +2023-06-19 01:48:05,252 - yago11k_0.001 - [INFO] - [Epoch 156]: Training Loss: 0.0011367, Valid MRR: 0.32573, + + + +2023-06-19 01:48:05,893 - yago11k_0.001 - [INFO] - [E:157| 0]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:49:08,918 - yago11k_0.001 - [INFO] - [E:157| 100]: Train Loss:0.0011373, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:50:11,919 - yago11k_0.001 - [INFO] - [E:157| 200]: Train Loss:0.001137, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:51:14,930 - yago11k_0.001 - [INFO] - [E:157| 300]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:52:17,913 - yago11k_0.001 - [INFO] - [E:157| 400]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:53:20,922 - yago11k_0.001 - [INFO] - [E:157| 500]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:54:23,513 - yago11k_0.001 - [INFO] - [E:157| 600]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:54:23,513 - yago11k_0.001 - [INFO] - [Epoch:157]: Training Loss:0.001137 + +2023-06-19 01:54:23,728 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 01:54:35,754 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 01:54:47,617 - yago11k_0.001 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.41196, Head : 0.23031, Avg : 0.32114 + +2023-06-19 01:54:47,617 - yago11k_0.001 - [INFO] - [Epoch 157]: Training Loss: 0.0011366, Valid MRR: 0.32573, + + + +2023-06-19 01:54:48,254 - yago11k_0.001 - [INFO] - [E:158| 0]: Train Loss:0.0011215, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:55:51,281 - yago11k_0.001 - [INFO] - [E:158| 100]: Train Loss:0.001134, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:56:54,301 - yago11k_0.001 - [INFO] - [E:158| 200]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:57:57,308 - yago11k_0.001 - [INFO] - [E:158| 300]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_0.001 +2023-06-19 01:59:00,333 - yago11k_0.001 - [INFO] - [E:158| 400]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:00:03,331 - yago11k_0.001 - [INFO] - [E:158| 500]: Train Loss:0.0011356, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:01:05,926 - yago11k_0.001 - [INFO] - [E:158| 600]: Train Loss:0.0011362, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:01:05,927 - yago11k_0.001 - [INFO] - [Epoch:158]: Training Loss:0.001136 + +2023-06-19 02:01:06,140 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 02:01:18,171 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 02:01:30,031 - yago11k_0.001 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.41615, Head : 0.22736, Avg : 0.32175 + +2023-06-19 02:01:30,031 - yago11k_0.001 - [INFO] - [Epoch 158]: Training Loss: 0.0011362, Valid MRR: 0.32573, + + + +2023-06-19 02:01:30,667 - yago11k_0.001 - [INFO] - [E:159| 0]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:02:33,641 - yago11k_0.001 - [INFO] - [E:159| 100]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:03:36,603 - yago11k_0.001 - [INFO] - [E:159| 200]: Train Loss:0.001136, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:04:39,668 - yago11k_0.001 - [INFO] - [E:159| 300]: Train Loss:0.0011371, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:05:42,667 - yago11k_0.001 - [INFO] - [E:159| 400]: Train Loss:0.0011373, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:06:45,668 - yago11k_0.001 - [INFO] - [E:159| 500]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:07:48,232 - yago11k_0.001 - [INFO] - [E:159| 600]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:07:48,233 - yago11k_0.001 - [INFO] - [Epoch:159]: Training Loss:0.001137 + +2023-06-19 02:07:48,448 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 02:08:00,470 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 02:08:12,332 - yago11k_0.001 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.40985, Head : 0.2318, Avg : 0.32082 + MR: Tail : 1017.6, Head : 1253.9, Avg : 1135.8 + Hit-1: Tail : 0.32162, Head : 0.19353, Avg : 0.25757 + Hit-3: Tail : 0.45263, Head : 0.22701, Avg : 0.33982 + Hit-10: Tail : 0.58211, Head : 0.30578, Avg : 0.44394 +2023-06-19 02:08:12,332 - yago11k_0.001 - [INFO] - [Epoch 159]: Training Loss: 0.0011369, Valid MRR: 0.32573, + + + +2023-06-19 02:08:12,971 - yago11k_0.001 - [INFO] - [E:160| 0]: Train Loss:0.0011547, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:09:15,966 - yago11k_0.001 - [INFO] - [E:160| 100]: Train Loss:0.0011365, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:10:18,957 - yago11k_0.001 - [INFO] - [E:160| 200]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:11:21,991 - yago11k_0.001 - [INFO] - [E:160| 300]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:12:24,995 - yago11k_0.001 - [INFO] - [E:160| 400]: Train Loss:0.0011358, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:13:28,002 - yago11k_0.001 - [INFO] - [E:160| 500]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:14:30,571 - yago11k_0.001 - [INFO] - [E:160| 600]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:14:30,571 - yago11k_0.001 - [INFO] - [Epoch:160]: Training Loss:0.001137 + +2023-06-19 02:14:30,786 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 02:14:42,810 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 02:14:54,672 - yago11k_0.001 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.40915, Head : 0.22868, Avg : 0.31891 + +2023-06-19 02:14:54,672 - yago11k_0.001 - [INFO] - [Epoch 160]: Training Loss: 0.0011367, Valid MRR: 0.32573, + + + +2023-06-19 02:14:55,307 - yago11k_0.001 - [INFO] - [E:161| 0]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:15:58,297 - yago11k_0.001 - [INFO] - [E:161| 100]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:17:01,309 - yago11k_0.001 - [INFO] - [E:161| 200]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:18:04,315 - yago11k_0.001 - [INFO] - [E:161| 300]: Train Loss:0.0011368, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:19:07,328 - yago11k_0.001 - [INFO] - [E:161| 400]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:20:10,332 - yago11k_0.001 - [INFO] - [E:161| 500]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:21:12,897 - yago11k_0.001 - [INFO] - [E:161| 600]: Train Loss:0.0011363, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:21:12,897 - yago11k_0.001 - [INFO] - [Epoch:161]: Training Loss:0.001136 + +2023-06-19 02:21:13,111 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 02:21:25,137 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 02:21:36,998 - yago11k_0.001 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.41033, Head : 0.23278, Avg : 0.32156 + +2023-06-19 02:21:36,998 - yago11k_0.001 - [INFO] - [Epoch 161]: Training Loss: 0.0011363, Valid MRR: 0.32573, + + + +2023-06-19 02:21:37,636 - yago11k_0.001 - [INFO] - [E:162| 0]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:22:40,639 - yago11k_0.001 - [INFO] - [E:162| 100]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:23:43,640 - yago11k_0.001 - [INFO] - [E:162| 200]: Train Loss:0.0011343, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:24:46,648 - yago11k_0.001 - [INFO] - [E:162| 300]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:25:49,647 - yago11k_0.001 - [INFO] - [E:162| 400]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:26:52,677 - yago11k_0.001 - [INFO] - [E:162| 500]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:27:55,272 - yago11k_0.001 - [INFO] - [E:162| 600]: Train Loss:0.001136, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:27:55,272 - yago11k_0.001 - [INFO] - [Epoch:162]: Training Loss:0.001136 + +2023-06-19 02:27:55,486 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 02:28:07,517 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 02:28:19,380 - yago11k_0.001 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.41639, Head : 0.23128, Avg : 0.32383 + +2023-06-19 02:28:19,380 - yago11k_0.001 - [INFO] - [Epoch 162]: Training Loss: 0.001136, Valid MRR: 0.32573, + + + +2023-06-19 02:28:20,020 - yago11k_0.001 - [INFO] - [E:163| 0]: Train Loss:0.0011572, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:29:23,025 - yago11k_0.001 - [INFO] - [E:163| 100]: Train Loss:0.001133, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:30:26,038 - yago11k_0.001 - [INFO] - [E:163| 200]: Train Loss:0.0011348, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:31:29,046 - yago11k_0.001 - [INFO] - [E:163| 300]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:32:32,068 - yago11k_0.001 - [INFO] - [E:163| 400]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:33:35,079 - yago11k_0.001 - [INFO] - [E:163| 500]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:34:37,686 - yago11k_0.001 - [INFO] - [E:163| 600]: Train Loss:0.0011359, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:34:37,687 - yago11k_0.001 - [INFO] - [Epoch:163]: Training Loss:0.001136 + +2023-06-19 02:34:37,902 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 02:34:49,948 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 02:35:01,814 - yago11k_0.001 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.41193, Head : 0.2332, Avg : 0.32256 + +2023-06-19 02:35:01,814 - yago11k_0.001 - [INFO] - [Epoch 163]: Training Loss: 0.0011359, Valid MRR: 0.32573, + + + +2023-06-19 02:35:02,449 - yago11k_0.001 - [INFO] - [E:164| 0]: Train Loss:0.0011473, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:36:05,481 - yago11k_0.001 - [INFO] - [E:164| 100]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:37:08,519 - yago11k_0.001 - [INFO] - [E:164| 200]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:38:11,558 - yago11k_0.001 - [INFO] - [E:164| 300]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:39:14,584 - yago11k_0.001 - [INFO] - [E:164| 400]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:40:17,603 - yago11k_0.001 - [INFO] - [E:164| 500]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:41:20,215 - yago11k_0.001 - [INFO] - [E:164| 600]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:41:20,216 - yago11k_0.001 - [INFO] - [Epoch:164]: Training Loss:0.001135 + +2023-06-19 02:41:20,432 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 02:41:32,471 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 02:41:44,342 - yago11k_0.001 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.41065, Head : 0.23114, Avg : 0.3209 + +2023-06-19 02:41:44,342 - yago11k_0.001 - [INFO] - [Epoch 164]: Training Loss: 0.0011351, Valid MRR: 0.32573, + + + +2023-06-19 02:41:44,981 - yago11k_0.001 - [INFO] - [E:165| 0]: Train Loss:0.0011209, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:42:48,049 - yago11k_0.001 - [INFO] - [E:165| 100]: Train Loss:0.0011375, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:43:51,106 - yago11k_0.001 - [INFO] - [E:165| 200]: Train Loss:0.0011372, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:44:54,140 - yago11k_0.001 - [INFO] - [E:165| 300]: Train Loss:0.0011374, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:45:57,213 - yago11k_0.001 - [INFO] - [E:165| 400]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:47:00,262 - yago11k_0.001 - [INFO] - [E:165| 500]: Train Loss:0.001136, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:48:02,877 - yago11k_0.001 - [INFO] - [E:165| 600]: Train Loss:0.0011364, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:48:02,878 - yago11k_0.001 - [INFO] - [Epoch:165]: Training Loss:0.001136 + +2023-06-19 02:48:03,092 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 02:48:15,127 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 02:48:26,997 - yago11k_0.001 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.40559, Head : 0.22948, Avg : 0.31753 + +2023-06-19 02:48:26,997 - yago11k_0.001 - [INFO] - [Epoch 165]: Training Loss: 0.0011364, Valid MRR: 0.32573, + + + +2023-06-19 02:48:27,633 - yago11k_0.001 - [INFO] - [E:166| 0]: Train Loss:0.0011359, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:49:30,683 - yago11k_0.001 - [INFO] - [E:166| 100]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:50:33,734 - yago11k_0.001 - [INFO] - [E:166| 200]: Train Loss:0.0011356, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:51:36,793 - yago11k_0.001 - [INFO] - [E:166| 300]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:52:39,850 - yago11k_0.001 - [INFO] - [E:166| 400]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:53:42,930 - yago11k_0.001 - [INFO] - [E:166| 500]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:54:45,567 - yago11k_0.001 - [INFO] - [E:166| 600]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:54:45,568 - yago11k_0.001 - [INFO] - [Epoch:166]: Training Loss:0.001135 + +2023-06-19 02:54:45,784 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 02:54:57,821 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 02:55:09,697 - yago11k_0.001 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.40645, Head : 0.23166, Avg : 0.31905 + +2023-06-19 02:55:09,697 - yago11k_0.001 - [INFO] - [Epoch 166]: Training Loss: 0.0011353, Valid MRR: 0.32573, + + + +2023-06-19 02:55:10,340 - yago11k_0.001 - [INFO] - [E:167| 0]: Train Loss:0.0011156, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:56:13,416 - yago11k_0.001 - [INFO] - [E:167| 100]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:57:16,465 - yago11k_0.001 - [INFO] - [E:167| 200]: Train Loss:0.001136, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:58:19,511 - yago11k_0.001 - [INFO] - [E:167| 300]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001 +2023-06-19 02:59:22,565 - yago11k_0.001 - [INFO] - [E:167| 400]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:00:25,614 - yago11k_0.001 - [INFO] - [E:167| 500]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:01:28,223 - yago11k_0.001 - [INFO] - [E:167| 600]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:01:28,224 - yago11k_0.001 - [INFO] - [Epoch:167]: Training Loss:0.001135 + +2023-06-19 03:01:28,438 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 03:01:40,470 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 03:01:52,333 - yago11k_0.001 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.40935, Head : 0.22912, Avg : 0.31924 + +2023-06-19 03:01:52,333 - yago11k_0.001 - [INFO] - [Epoch 167]: Training Loss: 0.0011354, Valid MRR: 0.32573, + + + +2023-06-19 03:01:52,974 - yago11k_0.001 - [INFO] - [E:168| 0]: Train Loss:0.0011204, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:02:56,041 - yago11k_0.001 - [INFO] - [E:168| 100]: Train Loss:0.0011344, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:03:59,083 - yago11k_0.001 - [INFO] - [E:168| 200]: Train Loss:0.0011346, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:05:02,135 - yago11k_0.001 - [INFO] - [E:168| 300]: Train Loss:0.001135, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:06:05,207 - yago11k_0.001 - [INFO] - [E:168| 400]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:07:08,256 - yago11k_0.001 - [INFO] - [E:168| 500]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:08:10,874 - yago11k_0.001 - [INFO] - [E:168| 600]: Train Loss:0.0011347, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:08:10,875 - yago11k_0.001 - [INFO] - [Epoch:168]: Training Loss:0.001135 + +2023-06-19 03:08:11,089 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 03:08:23,129 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 03:08:34,999 - yago11k_0.001 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.41195, Head : 0.23093, Avg : 0.32144 + +2023-06-19 03:08:34,999 - yago11k_0.001 - [INFO] - [Epoch 168]: Training Loss: 0.0011347, Valid MRR: 0.32573, + + + +2023-06-19 03:08:35,637 - yago11k_0.001 - [INFO] - [E:169| 0]: Train Loss:0.0011153, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:09:38,694 - yago11k_0.001 - [INFO] - [E:169| 100]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:10:41,761 - yago11k_0.001 - [INFO] - [E:169| 200]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:11:44,807 - yago11k_0.001 - [INFO] - [E:169| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:12:47,868 - yago11k_0.001 - [INFO] - [E:169| 400]: Train Loss:0.0011344, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:13:50,909 - yago11k_0.001 - [INFO] - [E:169| 500]: Train Loss:0.0011348, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:14:53,543 - yago11k_0.001 - [INFO] - [E:169| 600]: Train Loss:0.0011346, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:14:53,544 - yago11k_0.001 - [INFO] - [Epoch:169]: Training Loss:0.001135 + +2023-06-19 03:14:53,758 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 03:15:05,796 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 03:15:17,668 - yago11k_0.001 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.41592, Head : 0.22875, Avg : 0.32233 + MR: Tail : 1024.1, Head : 1255.3, Avg : 1139.7 + Hit-1: Tail : 0.32967, Head : 0.19116, Avg : 0.26042 + Hit-3: Tail : 0.46082, Head : 0.22395, Avg : 0.34239 + Hit-10: Tail : 0.5828, Head : 0.30481, Avg : 0.4438 +2023-06-19 03:15:17,668 - yago11k_0.001 - [INFO] - [Epoch 169]: Training Loss: 0.0011346, Valid MRR: 0.32573, + + + +2023-06-19 03:15:18,303 - yago11k_0.001 - [INFO] - [E:170| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:16:21,361 - yago11k_0.001 - [INFO] - [E:170| 100]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:17:24,438 - yago11k_0.001 - [INFO] - [E:170| 200]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:18:27,500 - yago11k_0.001 - [INFO] - [E:170| 300]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:19:30,569 - yago11k_0.001 - [INFO] - [E:170| 400]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:20:33,641 - yago11k_0.001 - [INFO] - [E:170| 500]: Train Loss:0.001134, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:21:36,297 - yago11k_0.001 - [INFO] - [E:170| 600]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:21:36,297 - yago11k_0.001 - [INFO] - [Epoch:170]: Training Loss:0.001135 + +2023-06-19 03:21:36,512 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 03:21:48,548 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 03:22:00,420 - yago11k_0.001 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.41075, Head : 0.23084, Avg : 0.3208 + +2023-06-19 03:22:00,420 - yago11k_0.001 - [INFO] - [Epoch 170]: Training Loss: 0.0011345, Valid MRR: 0.32573, + + + +2023-06-19 03:22:01,060 - yago11k_0.001 - [INFO] - [E:171| 0]: Train Loss:0.0011537, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:23:04,154 - yago11k_0.001 - [INFO] - [E:171| 100]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:24:07,223 - yago11k_0.001 - [INFO] - [E:171| 200]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:25:10,298 - yago11k_0.001 - [INFO] - [E:171| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:26:13,350 - yago11k_0.001 - [INFO] - [E:171| 400]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:27:16,433 - yago11k_0.001 - [INFO] - [E:171| 500]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:28:19,067 - yago11k_0.001 - [INFO] - [E:171| 600]: Train Loss:0.0011347, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:28:19,067 - yago11k_0.001 - [INFO] - [Epoch:171]: Training Loss:0.001135 + +2023-06-19 03:28:19,282 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 03:28:31,326 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 03:28:43,200 - yago11k_0.001 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.40677, Head : 0.22985, Avg : 0.31831 + +2023-06-19 03:28:43,200 - yago11k_0.001 - [INFO] - [Epoch 171]: Training Loss: 0.0011347, Valid MRR: 0.32573, + + + +2023-06-19 03:28:43,838 - yago11k_0.001 - [INFO] - [E:172| 0]: Train Loss:0.0011151, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:29:46,913 - yago11k_0.001 - [INFO] - [E:172| 100]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:30:50,025 - yago11k_0.001 - [INFO] - [E:172| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:31:53,144 - yago11k_0.001 - [INFO] - [E:172| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:32:56,229 - yago11k_0.001 - [INFO] - [E:172| 400]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:33:59,353 - yago11k_0.001 - [INFO] - [E:172| 500]: Train Loss:0.0011332, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:35:02,019 - yago11k_0.001 - [INFO] - [E:172| 600]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:35:02,019 - yago11k_0.001 - [INFO] - [Epoch:172]: Training Loss:0.001134 + +2023-06-19 03:35:02,234 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 03:35:14,272 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 03:35:26,147 - yago11k_0.001 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.41137, Head : 0.22897, Avg : 0.32017 + +2023-06-19 03:35:26,147 - yago11k_0.001 - [INFO] - [Epoch 172]: Training Loss: 0.0011339, Valid MRR: 0.32573, + + + +2023-06-19 03:35:26,786 - yago11k_0.001 - [INFO] - [E:173| 0]: Train Loss:0.0011497, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:36:29,881 - yago11k_0.001 - [INFO] - [E:173| 100]: Train Loss:0.0011341, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:37:32,970 - yago11k_0.001 - [INFO] - [E:173| 200]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:38:36,050 - yago11k_0.001 - [INFO] - [E:173| 300]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:39:39,138 - yago11k_0.001 - [INFO] - [E:173| 400]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:40:42,210 - yago11k_0.001 - [INFO] - [E:173| 500]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:41:44,858 - yago11k_0.001 - [INFO] - [E:173| 600]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:41:44,859 - yago11k_0.001 - [INFO] - [Epoch:173]: Training Loss:0.001134 + +2023-06-19 03:41:45,073 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 03:41:57,111 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 03:42:08,978 - yago11k_0.001 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.41158, Head : 0.23133, Avg : 0.32146 + +2023-06-19 03:42:08,978 - yago11k_0.001 - [INFO] - [Epoch 173]: Training Loss: 0.0011339, Valid MRR: 0.32573, + + + +2023-06-19 03:42:09,616 - yago11k_0.001 - [INFO] - [E:174| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:43:12,715 - yago11k_0.001 - [INFO] - [E:174| 100]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:44:15,792 - yago11k_0.001 - [INFO] - [E:174| 200]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:45:18,863 - yago11k_0.001 - [INFO] - [E:174| 300]: Train Loss:0.0011334, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:46:21,958 - yago11k_0.001 - [INFO] - [E:174| 400]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:47:25,060 - yago11k_0.001 - [INFO] - [E:174| 500]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:48:27,728 - yago11k_0.001 - [INFO] - [E:174| 600]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:48:27,728 - yago11k_0.001 - [INFO] - [Epoch:174]: Training Loss:0.001134 + +2023-06-19 03:48:27,942 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 03:48:39,990 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 03:48:51,865 - yago11k_0.001 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.40708, Head : 0.22899, Avg : 0.31803 + +2023-06-19 03:48:51,865 - yago11k_0.001 - [INFO] - [Epoch 174]: Training Loss: 0.0011338, Valid MRR: 0.32573, + + + +2023-06-19 03:48:52,505 - yago11k_0.001 - [INFO] - [E:175| 0]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:49:55,621 - yago11k_0.001 - [INFO] - [E:175| 100]: Train Loss:0.0011322, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:50:58,755 - yago11k_0.001 - [INFO] - [E:175| 200]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:52:01,902 - yago11k_0.001 - [INFO] - [E:175| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:53:05,026 - yago11k_0.001 - [INFO] - [E:175| 400]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:54:08,145 - yago11k_0.001 - [INFO] - [E:175| 500]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:55:10,850 - yago11k_0.001 - [INFO] - [E:175| 600]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:55:10,850 - yago11k_0.001 - [INFO] - [Epoch:175]: Training Loss:0.001134 + +2023-06-19 03:55:11,065 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 03:55:23,109 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 03:55:34,987 - yago11k_0.001 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.41507, Head : 0.22969, Avg : 0.32238 + +2023-06-19 03:55:34,987 - yago11k_0.001 - [INFO] - [Epoch 175]: Training Loss: 0.0011338, Valid MRR: 0.32573, + + + +2023-06-19 03:55:35,626 - yago11k_0.001 - [INFO] - [E:176| 0]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:56:38,764 - yago11k_0.001 - [INFO] - [E:176| 100]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:57:41,915 - yago11k_0.001 - [INFO] - [E:176| 200]: Train Loss:0.0011332, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:58:45,037 - yago11k_0.001 - [INFO] - [E:176| 300]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_0.001 +2023-06-19 03:59:48,166 - yago11k_0.001 - [INFO] - [E:176| 400]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:00:51,291 - yago11k_0.001 - [INFO] - [E:176| 500]: Train Loss:0.0011333, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:01:53,976 - yago11k_0.001 - [INFO] - [E:176| 600]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:01:53,976 - yago11k_0.001 - [INFO] - [Epoch:176]: Training Loss:0.001134 + +2023-06-19 04:01:54,191 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 04:02:06,235 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 04:02:18,113 - yago11k_0.001 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.40966, Head : 0.23007, Avg : 0.31987 + +2023-06-19 04:02:18,113 - yago11k_0.001 - [INFO] - [Epoch 176]: Training Loss: 0.0011336, Valid MRR: 0.32573, + + + +2023-06-19 04:02:18,749 - yago11k_0.001 - [INFO] - [E:177| 0]: Train Loss:0.0011657, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:03:21,907 - yago11k_0.001 - [INFO] - [E:177| 100]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:04:25,064 - yago11k_0.001 - [INFO] - [E:177| 200]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:05:28,220 - yago11k_0.001 - [INFO] - [E:177| 300]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:06:31,387 - yago11k_0.001 - [INFO] - [E:177| 400]: Train Loss:0.0011333, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:07:34,542 - yago11k_0.001 - [INFO] - [E:177| 500]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:08:37,297 - yago11k_0.001 - [INFO] - [E:177| 600]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:08:37,298 - yago11k_0.001 - [INFO] - [Epoch:177]: Training Loss:0.001134 + +2023-06-19 04:08:37,512 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 04:08:49,561 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 04:09:01,447 - yago11k_0.001 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.41404, Head : 0.23083, Avg : 0.32243 + +2023-06-19 04:09:01,447 - yago11k_0.001 - [INFO] - [Epoch 177]: Training Loss: 0.0011335, Valid MRR: 0.32573, + + + +2023-06-19 04:09:02,087 - yago11k_0.001 - [INFO] - [E:178| 0]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:10:05,247 - yago11k_0.001 - [INFO] - [E:178| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:11:08,412 - yago11k_0.001 - [INFO] - [E:178| 200]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:12:11,593 - yago11k_0.001 - [INFO] - [E:178| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:13:14,774 - yago11k_0.001 - [INFO] - [E:178| 400]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:14:17,928 - yago11k_0.001 - [INFO] - [E:178| 500]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:15:20,673 - yago11k_0.001 - [INFO] - [E:178| 600]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:15:20,673 - yago11k_0.001 - [INFO] - [Epoch:178]: Training Loss:0.001133 + +2023-06-19 04:15:20,888 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 04:15:32,940 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 04:15:44,822 - yago11k_0.001 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.40863, Head : 0.23027, Avg : 0.31945 + +2023-06-19 04:15:44,822 - yago11k_0.001 - [INFO] - [Epoch 178]: Training Loss: 0.0011329, Valid MRR: 0.32573, + + + +2023-06-19 04:15:45,462 - yago11k_0.001 - [INFO] - [E:179| 0]: Train Loss:0.0011494, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:16:48,650 - yago11k_0.001 - [INFO] - [E:179| 100]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:17:51,809 - yago11k_0.001 - [INFO] - [E:179| 200]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:18:54,959 - yago11k_0.001 - [INFO] - [E:179| 300]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:19:58,109 - yago11k_0.001 - [INFO] - [E:179| 400]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:21:01,258 - yago11k_0.001 - [INFO] - [E:179| 500]: Train Loss:0.001133, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:22:03,989 - yago11k_0.001 - [INFO] - [E:179| 600]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:22:03,989 - yago11k_0.001 - [INFO] - [Epoch:179]: Training Loss:0.001134 + +2023-06-19 04:22:04,205 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 04:22:16,249 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 04:22:28,137 - yago11k_0.001 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.41624, Head : 0.22984, Avg : 0.32304 + MR: Tail : 981.06, Head : 1229.7, Avg : 1105.4 + Hit-1: Tail : 0.33065, Head : 0.19116, Avg : 0.26091 + Hit-3: Tail : 0.45916, Head : 0.22742, Avg : 0.34329 + Hit-10: Tail : 0.58405, Head : 0.30411, Avg : 0.44408 +2023-06-19 04:22:28,137 - yago11k_0.001 - [INFO] - [Epoch 179]: Training Loss: 0.0011336, Valid MRR: 0.32573, + + + +2023-06-19 04:22:28,774 - yago11k_0.001 - [INFO] - [E:180| 0]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:23:31,971 - yago11k_0.001 - [INFO] - [E:180| 100]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:24:35,191 - yago11k_0.001 - [INFO] - [E:180| 200]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:25:38,384 - yago11k_0.001 - [INFO] - [E:180| 300]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:26:41,592 - yago11k_0.001 - [INFO] - [E:180| 400]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:27:44,805 - yago11k_0.001 - [INFO] - [E:180| 500]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:28:47,600 - yago11k_0.001 - [INFO] - [E:180| 600]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:28:47,601 - yago11k_0.001 - [INFO] - [Epoch:180]: Training Loss:0.001133 + +2023-06-19 04:28:47,816 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 04:28:59,869 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 04:29:11,757 - yago11k_0.001 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.4129, Head : 0.23332, Avg : 0.32311 + +2023-06-19 04:29:11,758 - yago11k_0.001 - [INFO] - [Epoch 180]: Training Loss: 0.0011328, Valid MRR: 0.32573, + + + +2023-06-19 04:29:12,399 - yago11k_0.001 - [INFO] - [E:181| 0]: Train Loss:0.0011131, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:30:15,590 - yago11k_0.001 - [INFO] - [E:181| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:31:18,810 - yago11k_0.001 - [INFO] - [E:181| 200]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:32:22,018 - yago11k_0.001 - [INFO] - [E:181| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:33:25,213 - yago11k_0.001 - [INFO] - [E:181| 400]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:34:28,398 - yago11k_0.001 - [INFO] - [E:181| 500]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:35:31,178 - yago11k_0.001 - [INFO] - [E:181| 600]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:35:31,179 - yago11k_0.001 - [INFO] - [Epoch:181]: Training Loss:0.001133 + +2023-06-19 04:35:31,392 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 04:35:43,441 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 04:35:55,323 - yago11k_0.001 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.41342, Head : 0.23374, Avg : 0.32358 + +2023-06-19 04:35:55,323 - yago11k_0.001 - [INFO] - [Epoch 181]: Training Loss: 0.0011327, Valid MRR: 0.32573, + + + +2023-06-19 04:35:55,962 - yago11k_0.001 - [INFO] - [E:182| 0]: Train Loss:0.0011365, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:36:59,163 - yago11k_0.001 - [INFO] - [E:182| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:38:02,350 - yago11k_0.001 - [INFO] - [E:182| 200]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:39:05,555 - yago11k_0.001 - [INFO] - [E:182| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:40:08,746 - yago11k_0.001 - [INFO] - [E:182| 400]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:41:11,935 - yago11k_0.001 - [INFO] - [E:182| 500]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:42:14,693 - yago11k_0.001 - [INFO] - [E:182| 600]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:42:14,693 - yago11k_0.001 - [INFO] - [Epoch:182]: Training Loss:0.001133 + +2023-06-19 04:42:14,908 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 04:42:26,956 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 04:42:38,842 - yago11k_0.001 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.41324, Head : 0.23136, Avg : 0.3223 + +2023-06-19 04:42:38,843 - yago11k_0.001 - [INFO] - [Epoch 182]: Training Loss: 0.0011329, Valid MRR: 0.32573, + + + +2023-06-19 04:42:39,481 - yago11k_0.001 - [INFO] - [E:183| 0]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:43:42,687 - yago11k_0.001 - [INFO] - [E:183| 100]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:44:45,883 - yago11k_0.001 - [INFO] - [E:183| 200]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:45:49,063 - yago11k_0.001 - [INFO] - [E:183| 300]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:46:52,255 - yago11k_0.001 - [INFO] - [E:183| 400]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:47:55,454 - yago11k_0.001 - [INFO] - [E:183| 500]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:48:58,218 - yago11k_0.001 - [INFO] - [E:183| 600]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:48:58,218 - yago11k_0.001 - [INFO] - [Epoch:183]: Training Loss:0.001133 + +2023-06-19 04:48:58,433 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 04:49:10,489 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 04:49:22,383 - yago11k_0.001 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.41275, Head : 0.22803, Avg : 0.32039 + +2023-06-19 04:49:22,383 - yago11k_0.001 - [INFO] - [Epoch 183]: Training Loss: 0.0011326, Valid MRR: 0.32573, + + + +2023-06-19 04:49:23,022 - yago11k_0.001 - [INFO] - [E:184| 0]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:50:26,236 - yago11k_0.001 - [INFO] - [E:184| 100]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:51:29,461 - yago11k_0.001 - [INFO] - [E:184| 200]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:52:32,687 - yago11k_0.001 - [INFO] - [E:184| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:53:35,908 - yago11k_0.001 - [INFO] - [E:184| 400]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:54:39,141 - yago11k_0.001 - [INFO] - [E:184| 500]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:55:41,919 - yago11k_0.001 - [INFO] - [E:184| 600]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:55:41,920 - yago11k_0.001 - [INFO] - [Epoch:184]: Training Loss:0.001133 + +2023-06-19 04:55:42,135 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 04:55:54,196 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 04:56:06,089 - yago11k_0.001 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.41783, Head : 0.23232, Avg : 0.32508 + +2023-06-19 04:56:06,089 - yago11k_0.001 - [INFO] - [Epoch 184]: Training Loss: 0.0011327, Valid MRR: 0.32573, + + + +2023-06-19 04:56:06,729 - yago11k_0.001 - [INFO] - [E:185| 0]: Train Loss:0.0011206, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:57:09,922 - yago11k_0.001 - [INFO] - [E:185| 100]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:58:13,113 - yago11k_0.001 - [INFO] - [E:185| 200]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_0.001 +2023-06-19 04:59:16,300 - yago11k_0.001 - [INFO] - [E:185| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:00:19,501 - yago11k_0.001 - [INFO] - [E:185| 400]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:01:22,716 - yago11k_0.001 - [INFO] - [E:185| 500]: Train Loss:0.0011322, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:02:25,499 - yago11k_0.001 - [INFO] - [E:185| 600]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:02:25,499 - yago11k_0.001 - [INFO] - [Epoch:185]: Training Loss:0.001132 + +2023-06-19 05:02:25,714 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 05:02:37,766 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 05:02:49,662 - yago11k_0.001 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.41317, Head : 0.2281, Avg : 0.32063 + +2023-06-19 05:02:49,662 - yago11k_0.001 - [INFO] - [Epoch 185]: Training Loss: 0.0011323, Valid MRR: 0.32573, + + + +2023-06-19 05:02:50,299 - yago11k_0.001 - [INFO] - [E:186| 0]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:03:53,540 - yago11k_0.001 - [INFO] - [E:186| 100]: Train Loss:0.0011343, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:04:56,748 - yago11k_0.001 - [INFO] - [E:186| 200]: Train Loss:0.001133, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:05:59,950 - yago11k_0.001 - [INFO] - [E:186| 300]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:07:03,153 - yago11k_0.001 - [INFO] - [E:186| 400]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:08:06,367 - yago11k_0.001 - [INFO] - [E:186| 500]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:09:09,128 - yago11k_0.001 - [INFO] - [E:186| 600]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:09:09,128 - yago11k_0.001 - [INFO] - [Epoch:186]: Training Loss:0.001133 + +2023-06-19 05:09:09,344 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 05:09:21,398 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 05:09:33,289 - yago11k_0.001 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.41363, Head : 0.23199, Avg : 0.32281 + +2023-06-19 05:09:33,289 - yago11k_0.001 - [INFO] - [Epoch 186]: Training Loss: 0.0011325, Valid MRR: 0.32573, + + + +2023-06-19 05:09:33,927 - yago11k_0.001 - [INFO] - [E:187| 0]: Train Loss:0.001133, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:10:37,128 - yago11k_0.001 - [INFO] - [E:187| 100]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:11:40,322 - yago11k_0.001 - [INFO] - [E:187| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:12:43,547 - yago11k_0.001 - [INFO] - [E:187| 300]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:13:46,747 - yago11k_0.001 - [INFO] - [E:187| 400]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:14:49,948 - yago11k_0.001 - [INFO] - [E:187| 500]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:15:52,717 - yago11k_0.001 - [INFO] - [E:187| 600]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:15:52,718 - yago11k_0.001 - [INFO] - [Epoch:187]: Training Loss:0.001132 + +2023-06-19 05:15:52,933 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 05:16:04,987 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 05:16:16,877 - yago11k_0.001 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.41332, Head : 0.23038, Avg : 0.32185 + +2023-06-19 05:16:16,877 - yago11k_0.001 - [INFO] - [Epoch 187]: Training Loss: 0.0011318, Valid MRR: 0.32573, + + + +2023-06-19 05:16:17,519 - yago11k_0.001 - [INFO] - [E:188| 0]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:17:20,714 - yago11k_0.001 - [INFO] - [E:188| 100]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:18:23,916 - yago11k_0.001 - [INFO] - [E:188| 200]: Train Loss:0.0011301, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:19:27,130 - yago11k_0.001 - [INFO] - [E:188| 300]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:20:30,328 - yago11k_0.001 - [INFO] - [E:188| 400]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:21:33,551 - yago11k_0.001 - [INFO] - [E:188| 500]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:22:36,316 - yago11k_0.001 - [INFO] - [E:188| 600]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:22:36,316 - yago11k_0.001 - [INFO] - [Epoch:188]: Training Loss:0.001132 + +2023-06-19 05:22:36,531 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 05:22:48,582 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 05:23:00,463 - yago11k_0.001 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.41091, Head : 0.22931, Avg : 0.32011 + +2023-06-19 05:23:00,463 - yago11k_0.001 - [INFO] - [Epoch 188]: Training Loss: 0.0011316, Valid MRR: 0.32573, + + + +2023-06-19 05:23:01,101 - yago11k_0.001 - [INFO] - [E:189| 0]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:24:04,286 - yago11k_0.001 - [INFO] - [E:189| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:25:07,478 - yago11k_0.001 - [INFO] - [E:189| 200]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:26:10,689 - yago11k_0.001 - [INFO] - [E:189| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:27:13,883 - yago11k_0.001 - [INFO] - [E:189| 400]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:28:17,094 - yago11k_0.001 - [INFO] - [E:189| 500]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:29:19,881 - yago11k_0.001 - [INFO] - [E:189| 600]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:29:19,881 - yago11k_0.001 - [INFO] - [Epoch:189]: Training Loss:0.001131 + +2023-06-19 05:29:20,097 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 05:29:32,148 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 05:29:44,038 - yago11k_0.001 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.41125, Head : 0.22859, Avg : 0.31992 + MR: Tail : 965.47, Head : 1249.7, Avg : 1107.6 + Hit-1: Tail : 0.32481, Head : 0.18908, Avg : 0.25695 + Hit-3: Tail : 0.45332, Head : 0.22645, Avg : 0.33989 + Hit-10: Tail : 0.58072, Head : 0.30703, Avg : 0.44387 +2023-06-19 05:29:44,038 - yago11k_0.001 - [INFO] - [Epoch 189]: Training Loss: 0.0011314, Valid MRR: 0.32573, + + + +2023-06-19 05:29:44,679 - yago11k_0.001 - [INFO] - [E:190| 0]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:30:47,895 - yago11k_0.001 - [INFO] - [E:190| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:31:51,114 - yago11k_0.001 - [INFO] - [E:190| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:32:54,317 - yago11k_0.001 - [INFO] - [E:190| 300]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:33:57,530 - yago11k_0.001 - [INFO] - [E:190| 400]: Train Loss:0.0011317, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:35:00,723 - yago11k_0.001 - [INFO] - [E:190| 500]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:36:03,532 - yago11k_0.001 - [INFO] - [E:190| 600]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:36:03,533 - yago11k_0.001 - [INFO] - [Epoch:190]: Training Loss:0.001131 + +2023-06-19 05:36:03,748 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 05:36:15,844 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 05:36:27,750 - yago11k_0.001 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.40097, Head : 0.22791, Avg : 0.31444 + +2023-06-19 05:36:27,751 - yago11k_0.001 - [INFO] - [Epoch 190]: Training Loss: 0.0011314, Valid MRR: 0.32573, + + + +2023-06-19 05:36:28,388 - yago11k_0.001 - [INFO] - [E:191| 0]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:37:31,508 - yago11k_0.001 - [INFO] - [E:191| 100]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:38:34,643 - yago11k_0.001 - [INFO] - [E:191| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:39:37,782 - yago11k_0.001 - [INFO] - [E:191| 300]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:40:40,872 - yago11k_0.001 - [INFO] - [E:191| 400]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:41:43,973 - yago11k_0.001 - [INFO] - [E:191| 500]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:42:46,754 - yago11k_0.001 - [INFO] - [E:191| 600]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:42:46,755 - yago11k_0.001 - [INFO] - [Epoch:191]: Training Loss:0.001131 + +2023-06-19 05:42:46,970 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 05:42:59,047 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 05:43:10,949 - yago11k_0.001 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.40868, Head : 0.23102, Avg : 0.31985 + +2023-06-19 05:43:10,949 - yago11k_0.001 - [INFO] - [Epoch 191]: Training Loss: 0.001131, Valid MRR: 0.32573, + + + +2023-06-19 05:43:11,592 - yago11k_0.001 - [INFO] - [E:192| 0]: Train Loss:0.001114, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:44:14,791 - yago11k_0.001 - [INFO] - [E:192| 100]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:45:17,957 - yago11k_0.001 - [INFO] - [E:192| 200]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:46:21,191 - yago11k_0.001 - [INFO] - [E:192| 300]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:47:24,408 - yago11k_0.001 - [INFO] - [E:192| 400]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:48:27,592 - yago11k_0.001 - [INFO] - [E:192| 500]: Train Loss:0.0011307, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:49:30,353 - yago11k_0.001 - [INFO] - [E:192| 600]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:49:30,354 - yago11k_0.001 - [INFO] - [Epoch:192]: Training Loss:0.001131 + +2023-06-19 05:49:30,568 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 05:49:42,617 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 05:49:54,506 - yago11k_0.001 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.40173, Head : 0.23036, Avg : 0.31605 + +2023-06-19 05:49:54,506 - yago11k_0.001 - [INFO] - [Epoch 192]: Training Loss: 0.0011313, Valid MRR: 0.32573, + + + +2023-06-19 05:49:55,148 - yago11k_0.001 - [INFO] - [E:193| 0]: Train Loss:0.00116, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:50:58,340 - yago11k_0.001 - [INFO] - [E:193| 100]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:52:01,533 - yago11k_0.001 - [INFO] - [E:193| 200]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:53:04,723 - yago11k_0.001 - [INFO] - [E:193| 300]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:54:07,920 - yago11k_0.001 - [INFO] - [E:193| 400]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:55:11,019 - yago11k_0.001 - [INFO] - [E:193| 500]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:56:13,713 - yago11k_0.001 - [INFO] - [E:193| 600]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:56:13,713 - yago11k_0.001 - [INFO] - [Epoch:193]: Training Loss:0.001131 + +2023-06-19 05:56:13,927 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 05:56:25,993 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 05:56:37,902 - yago11k_0.001 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.40535, Head : 0.23107, Avg : 0.31821 + +2023-06-19 05:56:37,902 - yago11k_0.001 - [INFO] - [Epoch 193]: Training Loss: 0.0011312, Valid MRR: 0.32573, + + + +2023-06-19 05:56:38,537 - yago11k_0.001 - [INFO] - [E:194| 0]: Train Loss:0.001115, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:57:41,673 - yago11k_0.001 - [INFO] - [E:194| 100]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:58:44,763 - yago11k_0.001 - [INFO] - [E:194| 200]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001 +2023-06-19 05:59:47,849 - yago11k_0.001 - [INFO] - [E:194| 300]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:00:50,919 - yago11k_0.001 - [INFO] - [E:194| 400]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:01:54,025 - yago11k_0.001 - [INFO] - [E:194| 500]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:02:56,705 - yago11k_0.001 - [INFO] - [E:194| 600]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:02:56,705 - yago11k_0.001 - [INFO] - [Epoch:194]: Training Loss:0.001131 + +2023-06-19 06:02:56,920 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 06:03:08,965 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 06:03:20,840 - yago11k_0.001 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.41444, Head : 0.23201, Avg : 0.32323 + +2023-06-19 06:03:20,840 - yago11k_0.001 - [INFO] - [Epoch 194]: Training Loss: 0.0011312, Valid MRR: 0.32573, + + + +2023-06-19 06:03:21,478 - yago11k_0.001 - [INFO] - [E:195| 0]: Train Loss:0.0011136, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:04:24,570 - yago11k_0.001 - [INFO] - [E:195| 100]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:05:27,651 - yago11k_0.001 - [INFO] - [E:195| 200]: Train Loss:0.0011306, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:06:30,742 - yago11k_0.001 - [INFO] - [E:195| 300]: Train Loss:0.0011306, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:07:33,875 - yago11k_0.001 - [INFO] - [E:195| 400]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:08:36,940 - yago11k_0.001 - [INFO] - [E:195| 500]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:09:39,586 - yago11k_0.001 - [INFO] - [E:195| 600]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:09:39,586 - yago11k_0.001 - [INFO] - [Epoch:195]: Training Loss:0.001131 + +2023-06-19 06:09:39,800 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 06:09:51,843 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 06:10:03,728 - yago11k_0.001 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.41535, Head : 0.23185, Avg : 0.3236 + +2023-06-19 06:10:03,728 - yago11k_0.001 - [INFO] - [Epoch 195]: Training Loss: 0.001131, Valid MRR: 0.32573, + + + +2023-06-19 06:10:04,367 - yago11k_0.001 - [INFO] - [E:196| 0]: Train Loss:0.0011141, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:11:07,452 - yago11k_0.001 - [INFO] - [E:196| 100]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:12:10,564 - yago11k_0.001 - [INFO] - [E:196| 200]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:13:13,718 - yago11k_0.001 - [INFO] - [E:196| 300]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:14:16,878 - yago11k_0.001 - [INFO] - [E:196| 400]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:15:20,038 - yago11k_0.001 - [INFO] - [E:196| 500]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:16:22,736 - yago11k_0.001 - [INFO] - [E:196| 600]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:16:22,736 - yago11k_0.001 - [INFO] - [Epoch:196]: Training Loss:0.001131 + +2023-06-19 06:16:22,951 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 06:16:34,997 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 06:16:46,882 - yago11k_0.001 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.41542, Head : 0.23098, Avg : 0.3232 + +2023-06-19 06:16:46,882 - yago11k_0.001 - [INFO] - [Epoch 196]: Training Loss: 0.0011308, Valid MRR: 0.32573, + + + +2023-06-19 06:16:47,519 - yago11k_0.001 - [INFO] - [E:197| 0]: Train Loss:0.0011377, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:17:50,657 - yago11k_0.001 - [INFO] - [E:197| 100]: Train Loss:0.001129, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:18:53,799 - yago11k_0.001 - [INFO] - [E:197| 200]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:19:56,957 - yago11k_0.001 - [INFO] - [E:197| 300]: Train Loss:0.0011301, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:21:00,091 - yago11k_0.001 - [INFO] - [E:197| 400]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:22:03,223 - yago11k_0.001 - [INFO] - [E:197| 500]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:23:05,942 - yago11k_0.001 - [INFO] - [E:197| 600]: Train Loss:0.0011307, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:23:05,943 - yago11k_0.001 - [INFO] - [Epoch:197]: Training Loss:0.001131 + +2023-06-19 06:23:06,159 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 06:23:18,207 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 06:23:30,090 - yago11k_0.001 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.4112, Head : 0.23085, Avg : 0.32103 + +2023-06-19 06:23:30,090 - yago11k_0.001 - [INFO] - [Epoch 197]: Training Loss: 0.0011307, Valid MRR: 0.32573, + + + +2023-06-19 06:23:30,727 - yago11k_0.001 - [INFO] - [E:198| 0]: Train Loss:0.0011095, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:24:33,904 - yago11k_0.001 - [INFO] - [E:198| 100]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:25:37,012 - yago11k_0.001 - [INFO] - [E:198| 200]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:26:40,066 - yago11k_0.001 - [INFO] - [E:198| 300]: Train Loss:0.00113, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:27:43,087 - yago11k_0.001 - [INFO] - [E:198| 400]: Train Loss:0.00113, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:28:46,118 - yago11k_0.001 - [INFO] - [E:198| 500]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:29:48,720 - yago11k_0.001 - [INFO] - [E:198| 600]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:29:48,721 - yago11k_0.001 - [INFO] - [Epoch:198]: Training Loss:0.00113 + +2023-06-19 06:29:48,935 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 06:30:00,952 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 06:30:12,806 - yago11k_0.001 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.40681, Head : 0.22997, Avg : 0.31839 + +2023-06-19 06:30:12,806 - yago11k_0.001 - [INFO] - [Epoch 198]: Training Loss: 0.0011303, Valid MRR: 0.32573, + + + +2023-06-19 06:30:13,447 - yago11k_0.001 - [INFO] - [E:199| 0]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:31:16,450 - yago11k_0.001 - [INFO] - [E:199| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:32:19,448 - yago11k_0.001 - [INFO] - [E:199| 200]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:33:22,440 - yago11k_0.001 - [INFO] - [E:199| 300]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:34:25,414 - yago11k_0.001 - [INFO] - [E:199| 400]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:35:28,408 - yago11k_0.001 - [INFO] - [E:199| 500]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:36:30,982 - yago11k_0.001 - [INFO] - [E:199| 600]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:36:30,982 - yago11k_0.001 - [INFO] - [Epoch:199]: Training Loss:0.00113 + +2023-06-19 06:36:31,195 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 06:36:43,221 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 06:36:55,077 - yago11k_0.001 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.41107, Head : 0.22953, Avg : 0.3203 + MR: Tail : 967.62, Head : 1267.2, Avg : 1117.4 + Hit-1: Tail : 0.32967, Head : 0.19103, Avg : 0.26035 + Hit-3: Tail : 0.44846, Head : 0.22729, Avg : 0.33787 + Hit-10: Tail : 0.57544, Head : 0.30675, Avg : 0.44109 +2023-06-19 06:36:55,077 - yago11k_0.001 - [INFO] - [Epoch 199]: Training Loss: 0.0011302, Valid MRR: 0.32573, + + + +2023-06-19 06:36:55,715 - yago11k_0.001 - [INFO] - [E:200| 0]: Train Loss:0.0011468, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:37:58,703 - yago11k_0.001 - [INFO] - [E:200| 100]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:39:01,702 - yago11k_0.001 - [INFO] - [E:200| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:40:04,690 - yago11k_0.001 - [INFO] - [E:200| 300]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:41:07,701 - yago11k_0.001 - [INFO] - [E:200| 400]: Train Loss:0.00113, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:42:10,689 - yago11k_0.001 - [INFO] - [E:200| 500]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:43:13,252 - yago11k_0.001 - [INFO] - [E:200| 600]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:43:13,252 - yago11k_0.001 - [INFO] - [Epoch:200]: Training Loss:0.00113 + +2023-06-19 06:43:13,466 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 06:43:25,487 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 06:43:37,343 - yago11k_0.001 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.41862, Head : 0.23175, Avg : 0.32519 + +2023-06-19 06:43:37,343 - yago11k_0.001 - [INFO] - [Epoch 200]: Training Loss: 0.0011299, Valid MRR: 0.32573, + + + +2023-06-19 06:43:37,979 - yago11k_0.001 - [INFO] - [E:201| 0]: Train Loss:0.0011393, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:44:40,965 - yago11k_0.001 - [INFO] - [E:201| 100]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:45:43,961 - yago11k_0.001 - [INFO] - [E:201| 200]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:46:46,943 - yago11k_0.001 - [INFO] - [E:201| 300]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:47:49,953 - yago11k_0.001 - [INFO] - [E:201| 400]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:48:52,977 - yago11k_0.001 - [INFO] - [E:201| 500]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:49:55,513 - yago11k_0.001 - [INFO] - [E:201| 600]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:49:55,513 - yago11k_0.001 - [INFO] - [Epoch:201]: Training Loss:0.00113 + +2023-06-19 06:49:55,727 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 06:50:07,734 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 06:50:19,573 - yago11k_0.001 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.40739, Head : 0.23316, Avg : 0.32028 + +2023-06-19 06:50:19,573 - yago11k_0.001 - [INFO] - [Epoch 201]: Training Loss: 0.0011298, Valid MRR: 0.32573, + + + +2023-06-19 06:50:20,214 - yago11k_0.001 - [INFO] - [E:202| 0]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:51:23,190 - yago11k_0.001 - [INFO] - [E:202| 100]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:52:26,172 - yago11k_0.001 - [INFO] - [E:202| 200]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:53:29,265 - yago11k_0.001 - [INFO] - [E:202| 300]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:54:32,307 - yago11k_0.001 - [INFO] - [E:202| 400]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:55:35,396 - yago11k_0.001 - [INFO] - [E:202| 500]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:56:37,973 - yago11k_0.001 - [INFO] - [E:202| 600]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:56:37,973 - yago11k_0.001 - [INFO] - [Epoch:202]: Training Loss:0.00113 + +2023-06-19 06:56:38,188 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 06:56:50,206 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 06:57:02,048 - yago11k_0.001 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.41331, Head : 0.2305, Avg : 0.3219 + +2023-06-19 06:57:02,048 - yago11k_0.001 - [INFO] - [Epoch 202]: Training Loss: 0.0011302, Valid MRR: 0.32573, + + + +2023-06-19 06:57:02,685 - yago11k_0.001 - [INFO] - [E:203| 0]: Train Loss:0.0011605, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:58:05,678 - yago11k_0.001 - [INFO] - [E:203| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 06:59:08,682 - yago11k_0.001 - [INFO] - [E:203| 200]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:00:11,717 - yago11k_0.001 - [INFO] - [E:203| 300]: Train Loss:0.001129, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:01:14,739 - yago11k_0.001 - [INFO] - [E:203| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:02:17,725 - yago11k_0.001 - [INFO] - [E:203| 500]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:03:20,289 - yago11k_0.001 - [INFO] - [E:203| 600]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:03:20,289 - yago11k_0.001 - [INFO] - [Epoch:203]: Training Loss:0.00113 + +2023-06-19 07:03:20,504 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 07:03:32,514 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 07:03:44,357 - yago11k_0.001 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.41191, Head : 0.23002, Avg : 0.32097 + +2023-06-19 07:03:44,357 - yago11k_0.001 - [INFO] - [Epoch 203]: Training Loss: 0.0011297, Valid MRR: 0.32573, + + + +2023-06-19 07:03:44,996 - yago11k_0.001 - [INFO] - [E:204| 0]: Train Loss:0.0011376, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:04:47,989 - yago11k_0.001 - [INFO] - [E:204| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:05:50,980 - yago11k_0.001 - [INFO] - [E:204| 200]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:06:53,967 - yago11k_0.001 - [INFO] - [E:204| 300]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:07:56,945 - yago11k_0.001 - [INFO] - [E:204| 400]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:08:59,939 - yago11k_0.001 - [INFO] - [E:204| 500]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:10:02,488 - yago11k_0.001 - [INFO] - [E:204| 600]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:10:02,488 - yago11k_0.001 - [INFO] - [Epoch:204]: Training Loss:0.001129 + +2023-06-19 07:10:02,703 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 07:10:14,720 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 07:10:26,570 - yago11k_0.001 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.41467, Head : 0.22999, Avg : 0.32233 + +2023-06-19 07:10:26,570 - yago11k_0.001 - [INFO] - [Epoch 204]: Training Loss: 0.0011295, Valid MRR: 0.32573, + + + +2023-06-19 07:10:27,206 - yago11k_0.001 - [INFO] - [E:205| 0]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:11:30,173 - yago11k_0.001 - [INFO] - [E:205| 100]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:12:33,140 - yago11k_0.001 - [INFO] - [E:205| 200]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:13:36,089 - yago11k_0.001 - [INFO] - [E:205| 300]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:14:39,040 - yago11k_0.001 - [INFO] - [E:205| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:15:41,984 - yago11k_0.001 - [INFO] - [E:205| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:16:44,496 - yago11k_0.001 - [INFO] - [E:205| 600]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:16:44,497 - yago11k_0.001 - [INFO] - [Epoch:205]: Training Loss:0.001129 + +2023-06-19 07:16:44,711 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 07:16:56,714 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 07:17:08,554 - yago11k_0.001 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.40741, Head : 0.23125, Avg : 0.31933 + +2023-06-19 07:17:08,554 - yago11k_0.001 - [INFO] - [Epoch 205]: Training Loss: 0.0011293, Valid MRR: 0.32573, + + + +2023-06-19 07:17:09,191 - yago11k_0.001 - [INFO] - [E:206| 0]: Train Loss:0.0011229, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:18:12,142 - yago11k_0.001 - [INFO] - [E:206| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:19:15,068 - yago11k_0.001 - [INFO] - [E:206| 200]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:20:18,015 - yago11k_0.001 - [INFO] - [E:206| 300]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:21:20,951 - yago11k_0.001 - [INFO] - [E:206| 400]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:22:23,866 - yago11k_0.001 - [INFO] - [E:206| 500]: Train Loss:0.001129, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:23:26,353 - yago11k_0.001 - [INFO] - [E:206| 600]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:23:26,353 - yago11k_0.001 - [INFO] - [Epoch:206]: Training Loss:0.001129 + +2023-06-19 07:23:26,568 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 07:23:38,574 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 07:23:50,411 - yago11k_0.001 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.41533, Head : 0.23075, Avg : 0.32304 + +2023-06-19 07:23:50,411 - yago11k_0.001 - [INFO] - [Epoch 206]: Training Loss: 0.0011289, Valid MRR: 0.32573, + + + +2023-06-19 07:23:51,047 - yago11k_0.001 - [INFO] - [E:207| 0]: Train Loss:0.0011661, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:24:53,942 - yago11k_0.001 - [INFO] - [E:207| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:25:56,856 - yago11k_0.001 - [INFO] - [E:207| 200]: Train Loss:0.0011281, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:26:59,771 - yago11k_0.001 - [INFO] - [E:207| 300]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:28:02,683 - yago11k_0.001 - [INFO] - [E:207| 400]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:29:05,615 - yago11k_0.001 - [INFO] - [E:207| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:30:08,119 - yago11k_0.001 - [INFO] - [E:207| 600]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:30:08,119 - yago11k_0.001 - [INFO] - [Epoch:207]: Training Loss:0.001129 + +2023-06-19 07:30:08,333 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 07:30:20,331 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 07:30:32,167 - yago11k_0.001 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.41356, Head : 0.23392, Avg : 0.32374 + +2023-06-19 07:30:32,167 - yago11k_0.001 - [INFO] - [Epoch 207]: Training Loss: 0.0011288, Valid MRR: 0.32573, + + + +2023-06-19 07:30:32,805 - yago11k_0.001 - [INFO] - [E:208| 0]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:31:35,748 - yago11k_0.001 - [INFO] - [E:208| 100]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:32:38,665 - yago11k_0.001 - [INFO] - [E:208| 200]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:33:41,581 - yago11k_0.001 - [INFO] - [E:208| 300]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:34:44,491 - yago11k_0.001 - [INFO] - [E:208| 400]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:35:47,422 - yago11k_0.001 - [INFO] - [E:208| 500]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:36:49,939 - yago11k_0.001 - [INFO] - [E:208| 600]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:36:49,939 - yago11k_0.001 - [INFO] - [Epoch:208]: Training Loss:0.001129 + +2023-06-19 07:36:50,152 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 07:37:02,155 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 07:37:13,997 - yago11k_0.001 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.41308, Head : 0.23211, Avg : 0.3226 + +2023-06-19 07:37:13,997 - yago11k_0.001 - [INFO] - [Epoch 208]: Training Loss: 0.0011288, Valid MRR: 0.32573, + + + +2023-06-19 07:37:14,635 - yago11k_0.001 - [INFO] - [E:209| 0]: Train Loss:0.0011129, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:38:17,558 - yago11k_0.001 - [INFO] - [E:209| 100]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:39:20,479 - yago11k_0.001 - [INFO] - [E:209| 200]: Train Loss:0.001129, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:40:23,409 - yago11k_0.001 - [INFO] - [E:209| 300]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:41:26,290 - yago11k_0.001 - [INFO] - [E:209| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:42:29,175 - yago11k_0.001 - [INFO] - [E:209| 500]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:43:31,648 - yago11k_0.001 - [INFO] - [E:209| 600]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:43:31,648 - yago11k_0.001 - [INFO] - [Epoch:209]: Training Loss:0.001129 + +2023-06-19 07:43:31,863 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 07:43:43,861 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 07:43:55,688 - yago11k_0.001 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.41062, Head : 0.22949, Avg : 0.32005 + MR: Tail : 958.85, Head : 1231.1, Avg : 1095.0 + Hit-1: Tail : 0.32189, Head : 0.19047, Avg : 0.25618 + Hit-3: Tail : 0.45818, Head : 0.22645, Avg : 0.34232 + Hit-10: Tail : 0.58308, Head : 0.30203, Avg : 0.44255 +2023-06-19 07:43:55,688 - yago11k_0.001 - [INFO] - [Epoch 209]: Training Loss: 0.0011287, Valid MRR: 0.32573, + + + +2023-06-19 07:43:56,321 - yago11k_0.001 - [INFO] - [E:210| 0]: Train Loss:0.0011092, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:44:59,211 - yago11k_0.001 - [INFO] - [E:210| 100]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:46:02,098 - yago11k_0.001 - [INFO] - [E:210| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:47:04,971 - yago11k_0.001 - [INFO] - [E:210| 300]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:48:07,852 - yago11k_0.001 - [INFO] - [E:210| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:49:10,734 - yago11k_0.001 - [INFO] - [E:210| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:50:13,191 - yago11k_0.001 - [INFO] - [E:210| 600]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:50:13,192 - yago11k_0.001 - [INFO] - [Epoch:210]: Training Loss:0.001129 + +2023-06-19 07:50:13,406 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 07:50:25,402 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 07:50:37,232 - yago11k_0.001 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.40971, Head : 0.23005, Avg : 0.31988 + +2023-06-19 07:50:37,233 - yago11k_0.001 - [INFO] - [Epoch 210]: Training Loss: 0.0011291, Valid MRR: 0.32573, + + + +2023-06-19 07:50:37,866 - yago11k_0.001 - [INFO] - [E:211| 0]: Train Loss:0.0011132, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:51:40,756 - yago11k_0.001 - [INFO] - [E:211| 100]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:52:43,654 - yago11k_0.001 - [INFO] - [E:211| 200]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:53:46,546 - yago11k_0.001 - [INFO] - [E:211| 300]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:54:49,446 - yago11k_0.001 - [INFO] - [E:211| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:55:52,325 - yago11k_0.001 - [INFO] - [E:211| 500]: Train Loss:0.0011281, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:56:54,792 - yago11k_0.001 - [INFO] - [E:211| 600]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:56:54,793 - yago11k_0.001 - [INFO] - [Epoch:211]: Training Loss:0.001129 + +2023-06-19 07:56:55,007 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 07:57:07,006 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 07:57:18,841 - yago11k_0.001 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.40961, Head : 0.23085, Avg : 0.32023 + +2023-06-19 07:57:18,841 - yago11k_0.001 - [INFO] - [Epoch 211]: Training Loss: 0.0011289, Valid MRR: 0.32573, + + + +2023-06-19 07:57:19,477 - yago11k_0.001 - [INFO] - [E:212| 0]: Train Loss:0.0011124, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:58:22,360 - yago11k_0.001 - [INFO] - [E:212| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 07:59:25,233 - yago11k_0.001 - [INFO] - [E:212| 200]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:00:28,105 - yago11k_0.001 - [INFO] - [E:212| 300]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:01:30,968 - yago11k_0.001 - [INFO] - [E:212| 400]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:02:33,871 - yago11k_0.001 - [INFO] - [E:212| 500]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:03:36,381 - yago11k_0.001 - [INFO] - [E:212| 600]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:03:36,381 - yago11k_0.001 - [INFO] - [Epoch:212]: Training Loss:0.001129 + +2023-06-19 08:03:36,595 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 08:03:48,592 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 08:04:00,427 - yago11k_0.001 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.41259, Head : 0.23141, Avg : 0.322 + +2023-06-19 08:04:00,427 - yago11k_0.001 - [INFO] - [Epoch 212]: Training Loss: 0.0011286, Valid MRR: 0.32573, + + + +2023-06-19 08:04:01,060 - yago11k_0.001 - [INFO] - [E:213| 0]: Train Loss:0.0011215, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:05:03,950 - yago11k_0.001 - [INFO] - [E:213| 100]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:06:06,843 - yago11k_0.001 - [INFO] - [E:213| 200]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:07:09,743 - yago11k_0.001 - [INFO] - [E:213| 300]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:08:12,628 - yago11k_0.001 - [INFO] - [E:213| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:09:15,530 - yago11k_0.001 - [INFO] - [E:213| 500]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:10:17,986 - yago11k_0.001 - [INFO] - [E:213| 600]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:10:17,987 - yago11k_0.001 - [INFO] - [Epoch:213]: Training Loss:0.001129 + +2023-06-19 08:10:18,201 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 08:10:30,201 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 08:10:42,036 - yago11k_0.001 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.41079, Head : 0.23338, Avg : 0.32209 + +2023-06-19 08:10:42,036 - yago11k_0.001 - [INFO] - [Epoch 213]: Training Loss: 0.0011287, Valid MRR: 0.32573, + + + +2023-06-19 08:10:42,672 - yago11k_0.001 - [INFO] - [E:214| 0]: Train Loss:0.0011143, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:11:45,558 - yago11k_0.001 - [INFO] - [E:214| 100]: Train Loss:0.00113, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:12:48,437 - yago11k_0.001 - [INFO] - [E:214| 200]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:13:51,303 - yago11k_0.001 - [INFO] - [E:214| 300]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:14:54,169 - yago11k_0.001 - [INFO] - [E:214| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:15:57,041 - yago11k_0.001 - [INFO] - [E:214| 500]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:16:59,506 - yago11k_0.001 - [INFO] - [E:214| 600]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:16:59,506 - yago11k_0.001 - [INFO] - [Epoch:214]: Training Loss:0.001128 + +2023-06-19 08:16:59,720 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 08:17:11,720 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 08:17:23,559 - yago11k_0.001 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.41359, Head : 0.23105, Avg : 0.32232 + +2023-06-19 08:17:23,559 - yago11k_0.001 - [INFO] - [Epoch 214]: Training Loss: 0.0011283, Valid MRR: 0.32573, + + + +2023-06-19 08:17:24,195 - yago11k_0.001 - [INFO] - [E:215| 0]: Train Loss:0.0011512, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:18:27,078 - yago11k_0.001 - [INFO] - [E:215| 100]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:19:29,938 - yago11k_0.001 - [INFO] - [E:215| 200]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:20:32,818 - yago11k_0.001 - [INFO] - [E:215| 300]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:21:35,664 - yago11k_0.001 - [INFO] - [E:215| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:22:38,548 - yago11k_0.001 - [INFO] - [E:215| 500]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:23:40,973 - yago11k_0.001 - [INFO] - [E:215| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:23:40,973 - yago11k_0.001 - [INFO] - [Epoch:215]: Training Loss:0.001128 + +2023-06-19 08:23:41,188 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 08:23:53,189 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 08:24:05,020 - yago11k_0.001 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.4116, Head : 0.23217, Avg : 0.32189 + +2023-06-19 08:24:05,020 - yago11k_0.001 - [INFO] - [Epoch 215]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-19 08:24:05,655 - yago11k_0.001 - [INFO] - [E:216| 0]: Train Loss:0.0011166, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:25:08,504 - yago11k_0.001 - [INFO] - [E:216| 100]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:26:11,324 - yago11k_0.001 - [INFO] - [E:216| 200]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:27:14,145 - yago11k_0.001 - [INFO] - [E:216| 300]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:28:16,978 - yago11k_0.001 - [INFO] - [E:216| 400]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:29:19,809 - yago11k_0.001 - [INFO] - [E:216| 500]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:30:22,217 - yago11k_0.001 - [INFO] - [E:216| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:30:22,217 - yago11k_0.001 - [INFO] - [Epoch:216]: Training Loss:0.001128 + +2023-06-19 08:30:22,432 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 08:30:34,438 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 08:30:46,270 - yago11k_0.001 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.4145, Head : 0.22992, Avg : 0.32221 + +2023-06-19 08:30:46,270 - yago11k_0.001 - [INFO] - [Epoch 216]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-19 08:30:46,905 - yago11k_0.001 - [INFO] - [E:217| 0]: Train Loss:0.0011173, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:31:49,733 - yago11k_0.001 - [INFO] - [E:217| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:32:52,565 - yago11k_0.001 - [INFO] - [E:217| 200]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:33:55,421 - yago11k_0.001 - [INFO] - [E:217| 300]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:34:58,240 - yago11k_0.001 - [INFO] - [E:217| 400]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:36:01,071 - yago11k_0.001 - [INFO] - [E:217| 500]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:37:03,461 - yago11k_0.001 - [INFO] - [E:217| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:37:03,461 - yago11k_0.001 - [INFO] - [Epoch:217]: Training Loss:0.001128 + +2023-06-19 08:37:03,674 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 08:37:15,670 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 08:37:27,501 - yago11k_0.001 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.40912, Head : 0.22898, Avg : 0.31905 + +2023-06-19 08:37:27,501 - yago11k_0.001 - [INFO] - [Epoch 217]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-19 08:37:28,138 - yago11k_0.001 - [INFO] - [E:218| 0]: Train Loss:0.0011205, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:38:30,940 - yago11k_0.001 - [INFO] - [E:218| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:39:33,751 - yago11k_0.001 - [INFO] - [E:218| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:40:36,567 - yago11k_0.001 - [INFO] - [E:218| 300]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:41:39,357 - yago11k_0.001 - [INFO] - [E:218| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:42:42,152 - yago11k_0.001 - [INFO] - [E:218| 500]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:43:44,521 - yago11k_0.001 - [INFO] - [E:218| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:43:44,522 - yago11k_0.001 - [INFO] - [Epoch:218]: Training Loss:0.001128 + +2023-06-19 08:43:44,735 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 08:43:56,731 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 08:44:08,562 - yago11k_0.001 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.40814, Head : 0.23017, Avg : 0.31915 + +2023-06-19 08:44:08,562 - yago11k_0.001 - [INFO] - [Epoch 218]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-19 08:44:09,197 - yago11k_0.001 - [INFO] - [E:219| 0]: Train Loss:0.0011689, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:45:11,992 - yago11k_0.001 - [INFO] - [E:219| 100]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:46:14,778 - yago11k_0.001 - [INFO] - [E:219| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:47:17,570 - yago11k_0.001 - [INFO] - [E:219| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:48:20,343 - yago11k_0.001 - [INFO] - [E:219| 400]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:49:23,157 - yago11k_0.001 - [INFO] - [E:219| 500]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:50:25,519 - yago11k_0.001 - [INFO] - [E:219| 600]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:50:25,519 - yago11k_0.001 - [INFO] - [Epoch:219]: Training Loss:0.001127 + +2023-06-19 08:50:25,732 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 08:50:37,726 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 08:50:49,549 - yago11k_0.001 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.40384, Head : 0.23226, Avg : 0.31805 + MR: Tail : 959.38, Head : 1252.0, Avg : 1105.7 + Hit-1: Tail : 0.31801, Head : 0.19228, Avg : 0.25514 + Hit-3: Tail : 0.44401, Head : 0.23215, Avg : 0.33808 + Hit-10: Tail : 0.57544, Head : 0.30828, Avg : 0.44186 +2023-06-19 08:50:49,549 - yago11k_0.001 - [INFO] - [Epoch 219]: Training Loss: 0.0011272, Valid MRR: 0.32573, + + + +2023-06-19 08:50:50,182 - yago11k_0.001 - [INFO] - [E:220| 0]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:51:52,991 - yago11k_0.001 - [INFO] - [E:220| 100]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:52:55,797 - yago11k_0.001 - [INFO] - [E:220| 200]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:53:58,593 - yago11k_0.001 - [INFO] - [E:220| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:55:01,383 - yago11k_0.001 - [INFO] - [E:220| 400]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:56:04,167 - yago11k_0.001 - [INFO] - [E:220| 500]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:57:06,547 - yago11k_0.001 - [INFO] - [E:220| 600]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:57:06,547 - yago11k_0.001 - [INFO] - [Epoch:220]: Training Loss:0.001128 + +2023-06-19 08:57:06,762 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 08:57:18,759 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 08:57:30,583 - yago11k_0.001 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.40888, Head : 0.23119, Avg : 0.32003 + +2023-06-19 08:57:30,583 - yago11k_0.001 - [INFO] - [Epoch 220]: Training Loss: 0.0011276, Valid MRR: 0.32573, + + + +2023-06-19 08:57:31,216 - yago11k_0.001 - [INFO] - [E:221| 0]: Train Loss:0.0011235, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:58:34,032 - yago11k_0.001 - [INFO] - [E:221| 100]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001 +2023-06-19 08:59:36,818 - yago11k_0.001 - [INFO] - [E:221| 200]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:00:39,624 - yago11k_0.001 - [INFO] - [E:221| 300]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:01:42,401 - yago11k_0.001 - [INFO] - [E:221| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:02:45,177 - yago11k_0.001 - [INFO] - [E:221| 500]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:03:47,523 - yago11k_0.001 - [INFO] - [E:221| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:03:47,523 - yago11k_0.001 - [INFO] - [Epoch:221]: Training Loss:0.001128 + +2023-06-19 09:03:47,737 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 09:03:59,737 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 09:04:11,556 - yago11k_0.001 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.41735, Head : 0.2324, Avg : 0.32488 + +2023-06-19 09:04:11,556 - yago11k_0.001 - [INFO] - [Epoch 221]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-19 09:04:12,191 - yago11k_0.001 - [INFO] - [E:222| 0]: Train Loss:0.0011508, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:05:14,976 - yago11k_0.001 - [INFO] - [E:222| 100]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:06:17,767 - yago11k_0.001 - [INFO] - [E:222| 200]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:07:20,556 - yago11k_0.001 - [INFO] - [E:222| 300]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:08:23,327 - yago11k_0.001 - [INFO] - [E:222| 400]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:09:26,104 - yago11k_0.001 - [INFO] - [E:222| 500]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:10:28,443 - yago11k_0.001 - [INFO] - [E:222| 600]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:10:28,443 - yago11k_0.001 - [INFO] - [Epoch:222]: Training Loss:0.001127 + +2023-06-19 09:10:28,657 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 09:10:40,654 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 09:10:52,476 - yago11k_0.001 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.40885, Head : 0.23237, Avg : 0.32061 + +2023-06-19 09:10:52,476 - yago11k_0.001 - [INFO] - [Epoch 222]: Training Loss: 0.0011267, Valid MRR: 0.32573, + + + +2023-06-19 09:10:53,113 - yago11k_0.001 - [INFO] - [E:223| 0]: Train Loss:0.0011158, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:11:55,898 - yago11k_0.001 - [INFO] - [E:223| 100]: Train Loss:0.0011241, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:12:58,680 - yago11k_0.001 - [INFO] - [E:223| 200]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:14:01,450 - yago11k_0.001 - [INFO] - [E:223| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:15:04,204 - yago11k_0.001 - [INFO] - [E:223| 400]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:16:06,985 - yago11k_0.001 - [INFO] - [E:223| 500]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:17:09,339 - yago11k_0.001 - [INFO] - [E:223| 600]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:17:09,340 - yago11k_0.001 - [INFO] - [Epoch:223]: Training Loss:0.001127 + +2023-06-19 09:17:09,552 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 09:17:21,544 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 09:17:33,365 - yago11k_0.001 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.40874, Head : 0.22876, Avg : 0.31875 + +2023-06-19 09:17:33,365 - yago11k_0.001 - [INFO] - [Epoch 223]: Training Loss: 0.0011272, Valid MRR: 0.32573, + + + +2023-06-19 09:17:34,000 - yago11k_0.001 - [INFO] - [E:224| 0]: Train Loss:0.0011458, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:18:36,788 - yago11k_0.001 - [INFO] - [E:224| 100]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:19:39,567 - yago11k_0.001 - [INFO] - [E:224| 200]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:20:42,319 - yago11k_0.001 - [INFO] - [E:224| 300]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:21:45,082 - yago11k_0.001 - [INFO] - [E:224| 400]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:22:47,837 - yago11k_0.001 - [INFO] - [E:224| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:23:50,160 - yago11k_0.001 - [INFO] - [E:224| 600]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:23:50,161 - yago11k_0.001 - [INFO] - [Epoch:224]: Training Loss:0.001127 + +2023-06-19 09:23:50,374 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 09:24:02,349 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 09:24:14,170 - yago11k_0.001 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.40641, Head : 0.23065, Avg : 0.31853 + +2023-06-19 09:24:14,170 - yago11k_0.001 - [INFO] - [Epoch 224]: Training Loss: 0.001127, Valid MRR: 0.32573, + + + +2023-06-19 09:24:14,806 - yago11k_0.001 - [INFO] - [E:225| 0]: Train Loss:0.0011224, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:25:17,572 - yago11k_0.001 - [INFO] - [E:225| 100]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:26:20,288 - yago11k_0.001 - [INFO] - [E:225| 200]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:27:23,027 - yago11k_0.001 - [INFO] - [E:225| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:28:25,751 - yago11k_0.001 - [INFO] - [E:225| 400]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:29:28,499 - yago11k_0.001 - [INFO] - [E:225| 500]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:30:30,804 - yago11k_0.001 - [INFO] - [E:225| 600]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:30:30,804 - yago11k_0.001 - [INFO] - [Epoch:225]: Training Loss:0.001127 + +2023-06-19 09:30:31,018 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 09:30:43,002 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 09:30:54,827 - yago11k_0.001 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.40389, Head : 0.23518, Avg : 0.31953 + +2023-06-19 09:30:54,827 - yago11k_0.001 - [INFO] - [Epoch 225]: Training Loss: 0.0011273, Valid MRR: 0.32573, + + + +2023-06-19 09:30:55,461 - yago11k_0.001 - [INFO] - [E:226| 0]: Train Loss:0.0011148, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:31:58,204 - yago11k_0.001 - [INFO] - [E:226| 100]: Train Loss:0.0011231, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:33:00,942 - yago11k_0.001 - [INFO] - [E:226| 200]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:34:03,677 - yago11k_0.001 - [INFO] - [E:226| 300]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:35:06,397 - yago11k_0.001 - [INFO] - [E:226| 400]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:36:09,151 - yago11k_0.001 - [INFO] - [E:226| 500]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:37:11,465 - yago11k_0.001 - [INFO] - [E:226| 600]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:37:11,466 - yago11k_0.001 - [INFO] - [Epoch:226]: Training Loss:0.001127 + +2023-06-19 09:37:11,680 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 09:37:23,659 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 09:37:35,480 - yago11k_0.001 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.4131, Head : 0.23462, Avg : 0.32386 + +2023-06-19 09:37:35,480 - yago11k_0.001 - [INFO] - [Epoch 226]: Training Loss: 0.001127, Valid MRR: 0.32573, + + + +2023-06-19 09:37:36,112 - yago11k_0.001 - [INFO] - [E:227| 0]: Train Loss:0.0011103, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:38:38,856 - yago11k_0.001 - [INFO] - [E:227| 100]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:39:41,589 - yago11k_0.001 - [INFO] - [E:227| 200]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:40:44,313 - yago11k_0.001 - [INFO] - [E:227| 300]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:41:47,073 - yago11k_0.001 - [INFO] - [E:227| 400]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:42:49,806 - yago11k_0.001 - [INFO] - [E:227| 500]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:43:52,118 - yago11k_0.001 - [INFO] - [E:227| 600]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:43:52,119 - yago11k_0.001 - [INFO] - [Epoch:227]: Training Loss:0.001127 + +2023-06-19 09:43:52,332 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 09:44:04,314 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 09:44:16,134 - yago11k_0.001 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.40996, Head : 0.23285, Avg : 0.32141 + +2023-06-19 09:44:16,134 - yago11k_0.001 - [INFO] - [Epoch 227]: Training Loss: 0.0011271, Valid MRR: 0.32573, + + + +2023-06-19 09:44:16,766 - yago11k_0.001 - [INFO] - [E:228| 0]: Train Loss:0.0011882, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:45:19,504 - yago11k_0.001 - [INFO] - [E:228| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:46:22,233 - yago11k_0.001 - [INFO] - [E:228| 200]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:47:24,960 - yago11k_0.001 - [INFO] - [E:228| 300]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:48:27,708 - yago11k_0.001 - [INFO] - [E:228| 400]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:49:30,460 - yago11k_0.001 - [INFO] - [E:228| 500]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:50:32,800 - yago11k_0.001 - [INFO] - [E:228| 600]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:50:32,800 - yago11k_0.001 - [INFO] - [Epoch:228]: Training Loss:0.001127 + +2023-06-19 09:50:33,014 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 09:50:44,993 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 09:50:56,808 - yago11k_0.001 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.41469, Head : 0.23524, Avg : 0.32496 + +2023-06-19 09:50:56,808 - yago11k_0.001 - [INFO] - [Epoch 228]: Training Loss: 0.0011267, Valid MRR: 0.32573, + + + +2023-06-19 09:50:57,444 - yago11k_0.001 - [INFO] - [E:229| 0]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:52:00,187 - yago11k_0.001 - [INFO] - [E:229| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:53:02,924 - yago11k_0.001 - [INFO] - [E:229| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:54:05,667 - yago11k_0.001 - [INFO] - [E:229| 300]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:55:08,416 - yago11k_0.001 - [INFO] - [E:229| 400]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:56:11,167 - yago11k_0.001 - [INFO] - [E:229| 500]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:57:13,492 - yago11k_0.001 - [INFO] - [E:229| 600]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:57:13,493 - yago11k_0.001 - [INFO] - [Epoch:229]: Training Loss:0.001127 + +2023-06-19 09:57:13,706 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 09:57:25,677 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 09:57:37,498 - yago11k_0.001 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.40943, Head : 0.23379, Avg : 0.32161 + MR: Tail : 990.83, Head : 1248.5, Avg : 1119.7 + Hit-1: Tail : 0.32495, Head : 0.19492, Avg : 0.25993 + Hit-3: Tail : 0.45096, Head : 0.23062, Avg : 0.34079 + Hit-10: Tail : 0.58169, Head : 0.31106, Avg : 0.44637 +2023-06-19 09:57:37,498 - yago11k_0.001 - [INFO] - [Epoch 229]: Training Loss: 0.0011268, Valid MRR: 0.32573, + + + +2023-06-19 09:57:38,133 - yago11k_0.001 - [INFO] - [E:230| 0]: Train Loss:0.0011494, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:58:40,855 - yago11k_0.001 - [INFO] - [E:230| 100]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001 +2023-06-19 09:59:43,580 - yago11k_0.001 - [INFO] - [E:230| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:00:46,329 - yago11k_0.001 - [INFO] - [E:230| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:01:49,073 - yago11k_0.001 - [INFO] - [E:230| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:02:51,822 - yago11k_0.001 - [INFO] - [E:230| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:03:54,157 - yago11k_0.001 - [INFO] - [E:230| 600]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:03:54,157 - yago11k_0.001 - [INFO] - [Epoch:230]: Training Loss:0.001127 + +2023-06-19 10:03:54,371 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 10:04:06,355 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 10:04:18,173 - yago11k_0.001 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.40994, Head : 0.23368, Avg : 0.32181 + +2023-06-19 10:04:18,173 - yago11k_0.001 - [INFO] - [Epoch 230]: Training Loss: 0.0011268, Valid MRR: 0.32573, + + + +2023-06-19 10:04:18,809 - yago11k_0.001 - [INFO] - [E:231| 0]: Train Loss:0.0011071, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:05:21,557 - yago11k_0.001 - [INFO] - [E:231| 100]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:06:24,322 - yago11k_0.001 - [INFO] - [E:231| 200]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:07:27,079 - yago11k_0.001 - [INFO] - [E:231| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:08:29,843 - yago11k_0.001 - [INFO] - [E:231| 400]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:09:32,598 - yago11k_0.001 - [INFO] - [E:231| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:10:34,927 - yago11k_0.001 - [INFO] - [E:231| 600]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:10:34,927 - yago11k_0.001 - [INFO] - [Epoch:231]: Training Loss:0.001126 + +2023-06-19 10:10:35,141 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 10:10:47,122 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 10:10:58,942 - yago11k_0.001 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.4087, Head : 0.23201, Avg : 0.32036 + +2023-06-19 10:10:58,942 - yago11k_0.001 - [INFO] - [Epoch 231]: Training Loss: 0.0011262, Valid MRR: 0.32573, + + + +2023-06-19 10:10:59,575 - yago11k_0.001 - [INFO] - [E:232| 0]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:12:02,319 - yago11k_0.001 - [INFO] - [E:232| 100]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:13:05,228 - yago11k_0.001 - [INFO] - [E:232| 200]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:14:08,132 - yago11k_0.001 - [INFO] - [E:232| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:15:11,014 - yago11k_0.001 - [INFO] - [E:232| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:16:13,913 - yago11k_0.001 - [INFO] - [E:232| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:17:16,390 - yago11k_0.001 - [INFO] - [E:232| 600]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:17:16,390 - yago11k_0.001 - [INFO] - [Epoch:232]: Training Loss:0.001126 + +2023-06-19 10:17:16,604 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 10:17:28,600 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 10:17:40,430 - yago11k_0.001 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.41232, Head : 0.23195, Avg : 0.32213 + +2023-06-19 10:17:40,430 - yago11k_0.001 - [INFO] - [Epoch 232]: Training Loss: 0.0011261, Valid MRR: 0.32573, + + + +2023-06-19 10:17:41,065 - yago11k_0.001 - [INFO] - [E:233| 0]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:18:43,948 - yago11k_0.001 - [INFO] - [E:233| 100]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:19:46,881 - yago11k_0.001 - [INFO] - [E:233| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:20:49,787 - yago11k_0.001 - [INFO] - [E:233| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:21:52,689 - yago11k_0.001 - [INFO] - [E:233| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:22:55,551 - yago11k_0.001 - [INFO] - [E:233| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:23:58,012 - yago11k_0.001 - [INFO] - [E:233| 600]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:23:58,013 - yago11k_0.001 - [INFO] - [Epoch:233]: Training Loss:0.001126 + +2023-06-19 10:23:58,226 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 10:24:10,223 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 10:24:22,048 - yago11k_0.001 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.41249, Head : 0.2325, Avg : 0.32249 + +2023-06-19 10:24:22,049 - yago11k_0.001 - [INFO] - [Epoch 233]: Training Loss: 0.0011262, Valid MRR: 0.32573, + + + +2023-06-19 10:24:22,683 - yago11k_0.001 - [INFO] - [E:234| 0]: Train Loss:0.0011479, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:25:25,589 - yago11k_0.001 - [INFO] - [E:234| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:26:28,464 - yago11k_0.001 - [INFO] - [E:234| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:27:31,374 - yago11k_0.001 - [INFO] - [E:234| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:28:34,273 - yago11k_0.001 - [INFO] - [E:234| 400]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:29:37,138 - yago11k_0.001 - [INFO] - [E:234| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:30:39,621 - yago11k_0.001 - [INFO] - [E:234| 600]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:30:39,621 - yago11k_0.001 - [INFO] - [Epoch:234]: Training Loss:0.001126 + +2023-06-19 10:30:39,835 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 10:30:51,829 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 10:31:03,654 - yago11k_0.001 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.41278, Head : 0.23369, Avg : 0.32324 + +2023-06-19 10:31:03,654 - yago11k_0.001 - [INFO] - [Epoch 234]: Training Loss: 0.0011264, Valid MRR: 0.32573, + + + +2023-06-19 10:31:04,288 - yago11k_0.001 - [INFO] - [E:235| 0]: Train Loss:0.0011197, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:32:07,166 - yago11k_0.001 - [INFO] - [E:235| 100]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:33:10,059 - yago11k_0.001 - [INFO] - [E:235| 200]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:34:12,968 - yago11k_0.001 - [INFO] - [E:235| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:35:15,879 - yago11k_0.001 - [INFO] - [E:235| 400]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:36:18,756 - yago11k_0.001 - [INFO] - [E:235| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:37:21,248 - yago11k_0.001 - [INFO] - [E:235| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:37:21,248 - yago11k_0.001 - [INFO] - [Epoch:235]: Training Loss:0.001126 + +2023-06-19 10:37:21,462 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 10:37:33,447 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 10:37:45,276 - yago11k_0.001 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.41339, Head : 0.23197, Avg : 0.32268 + +2023-06-19 10:37:45,276 - yago11k_0.001 - [INFO] - [Epoch 235]: Training Loss: 0.001126, Valid MRR: 0.32573, + + + +2023-06-19 10:37:45,912 - yago11k_0.001 - [INFO] - [E:236| 0]: Train Loss:0.0011577, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:38:48,812 - yago11k_0.001 - [INFO] - [E:236| 100]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:39:51,731 - yago11k_0.001 - [INFO] - [E:236| 200]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:40:54,627 - yago11k_0.001 - [INFO] - [E:236| 300]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:41:57,508 - yago11k_0.001 - [INFO] - [E:236| 400]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:43:00,367 - yago11k_0.001 - [INFO] - [E:236| 500]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:44:02,830 - yago11k_0.001 - [INFO] - [E:236| 600]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:44:02,830 - yago11k_0.001 - [INFO] - [Epoch:236]: Training Loss:0.001125 + +2023-06-19 10:44:03,044 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 10:44:15,037 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 10:44:26,865 - yago11k_0.001 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.41004, Head : 0.22826, Avg : 0.31915 + +2023-06-19 10:44:26,865 - yago11k_0.001 - [INFO] - [Epoch 236]: Training Loss: 0.0011254, Valid MRR: 0.32573, + + + +2023-06-19 10:44:27,500 - yago11k_0.001 - [INFO] - [E:237| 0]: Train Loss:0.0011223, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:45:30,422 - yago11k_0.001 - [INFO] - [E:237| 100]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:46:33,294 - yago11k_0.001 - [INFO] - [E:237| 200]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:47:36,079 - yago11k_0.001 - [INFO] - [E:237| 300]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:48:38,871 - yago11k_0.001 - [INFO] - [E:237| 400]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:49:41,690 - yago11k_0.001 - [INFO] - [E:237| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:50:44,084 - yago11k_0.001 - [INFO] - [E:237| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:50:44,085 - yago11k_0.001 - [INFO] - [Epoch:237]: Training Loss:0.001126 + +2023-06-19 10:50:44,298 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 10:50:56,286 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 10:51:08,106 - yago11k_0.001 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.40654, Head : 0.23034, Avg : 0.31844 + +2023-06-19 10:51:08,106 - yago11k_0.001 - [INFO] - [Epoch 237]: Training Loss: 0.001126, Valid MRR: 0.32573, + + + +2023-06-19 10:51:08,744 - yago11k_0.001 - [INFO] - [E:238| 0]: Train Loss:0.0011196, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:52:11,574 - yago11k_0.001 - [INFO] - [E:238| 100]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:53:14,371 - yago11k_0.001 - [INFO] - [E:238| 200]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:54:17,148 - yago11k_0.001 - [INFO] - [E:238| 300]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:55:19,922 - yago11k_0.001 - [INFO] - [E:238| 400]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:56:22,673 - yago11k_0.001 - [INFO] - [E:238| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:57:24,994 - yago11k_0.001 - [INFO] - [E:238| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:57:24,995 - yago11k_0.001 - [INFO] - [Epoch:238]: Training Loss:0.001126 + +2023-06-19 10:57:25,208 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 10:57:37,183 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 10:57:48,990 - yago11k_0.001 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.4078, Head : 0.22821, Avg : 0.318 + +2023-06-19 10:57:48,990 - yago11k_0.001 - [INFO] - [Epoch 238]: Training Loss: 0.001126, Valid MRR: 0.32573, + + + +2023-06-19 10:57:49,626 - yago11k_0.001 - [INFO] - [E:239| 0]: Train Loss:0.0011463, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:58:52,374 - yago11k_0.001 - [INFO] - [E:239| 100]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_0.001 +2023-06-19 10:59:55,129 - yago11k_0.001 - [INFO] - [E:239| 200]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:00:57,832 - yago11k_0.001 - [INFO] - [E:239| 300]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:02:00,546 - yago11k_0.001 - [INFO] - [E:239| 400]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:03:03,278 - yago11k_0.001 - [INFO] - [E:239| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:04:05,578 - yago11k_0.001 - [INFO] - [E:239| 600]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:04:05,578 - yago11k_0.001 - [INFO] - [Epoch:239]: Training Loss:0.001125 + +2023-06-19 11:04:05,791 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 11:04:17,764 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 11:04:29,579 - yago11k_0.001 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.4119, Head : 0.23441, Avg : 0.32316 + MR: Tail : 965.31, Head : 1268.2, Avg : 1116.7 + Hit-1: Tail : 0.32634, Head : 0.19492, Avg : 0.26063 + Hit-3: Tail : 0.45429, Head : 0.23284, Avg : 0.34357 + Hit-10: Tail : 0.58461, Head : 0.30981, Avg : 0.44721 +2023-06-19 11:04:29,579 - yago11k_0.001 - [INFO] - [Epoch 239]: Training Loss: 0.0011255, Valid MRR: 0.32573, + + + +2023-06-19 11:04:30,210 - yago11k_0.001 - [INFO] - [E:240| 0]: Train Loss:0.0011121, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:05:32,911 - yago11k_0.001 - [INFO] - [E:240| 100]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:06:35,618 - yago11k_0.001 - [INFO] - [E:240| 200]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:07:38,325 - yago11k_0.001 - [INFO] - [E:240| 300]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:08:41,066 - yago11k_0.001 - [INFO] - [E:240| 400]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:09:43,776 - yago11k_0.001 - [INFO] - [E:240| 500]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:10:46,047 - yago11k_0.001 - [INFO] - [E:240| 600]: Train Loss:0.0011257, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:10:46,047 - yago11k_0.001 - [INFO] - [Epoch:240]: Training Loss:0.001126 + +2023-06-19 11:10:46,261 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 11:10:58,228 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 11:11:10,034 - yago11k_0.001 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.41206, Head : 0.2313, Avg : 0.32168 + +2023-06-19 11:11:10,034 - yago11k_0.001 - [INFO] - [Epoch 240]: Training Loss: 0.0011257, Valid MRR: 0.32573, + + + +2023-06-19 11:11:10,669 - yago11k_0.001 - [INFO] - [E:241| 0]: Train Loss:0.001125, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:12:13,379 - yago11k_0.001 - [INFO] - [E:241| 100]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:13:16,071 - yago11k_0.001 - [INFO] - [E:241| 200]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:14:18,779 - yago11k_0.001 - [INFO] - [E:241| 300]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:15:21,473 - yago11k_0.001 - [INFO] - [E:241| 400]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:16:24,192 - yago11k_0.001 - [INFO] - [E:241| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:17:26,495 - yago11k_0.001 - [INFO] - [E:241| 600]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:17:26,496 - yago11k_0.001 - [INFO] - [Epoch:241]: Training Loss:0.001125 + +2023-06-19 11:17:26,709 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 11:17:38,680 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 11:17:50,491 - yago11k_0.001 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.41561, Head : 0.23145, Avg : 0.32353 + +2023-06-19 11:17:50,491 - yago11k_0.001 - [INFO] - [Epoch 241]: Training Loss: 0.0011251, Valid MRR: 0.32573, + + + +2023-06-19 11:17:51,122 - yago11k_0.001 - [INFO] - [E:242| 0]: Train Loss:0.0011407, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:18:53,846 - yago11k_0.001 - [INFO] - [E:242| 100]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:19:56,543 - yago11k_0.001 - [INFO] - [E:242| 200]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:20:59,242 - yago11k_0.001 - [INFO] - [E:242| 300]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:22:01,953 - yago11k_0.001 - [INFO] - [E:242| 400]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:23:04,655 - yago11k_0.001 - [INFO] - [E:242| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:24:06,930 - yago11k_0.001 - [INFO] - [E:242| 600]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:24:06,930 - yago11k_0.001 - [INFO] - [Epoch:242]: Training Loss:0.001126 + +2023-06-19 11:24:07,143 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 11:24:19,113 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 11:24:30,920 - yago11k_0.001 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.41579, Head : 0.23441, Avg : 0.3251 + +2023-06-19 11:24:30,920 - yago11k_0.001 - [INFO] - [Epoch 242]: Training Loss: 0.0011255, Valid MRR: 0.32573, + + + +2023-06-19 11:24:31,559 - yago11k_0.001 - [INFO] - [E:243| 0]: Train Loss:0.0011379, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:25:34,255 - yago11k_0.001 - [INFO] - [E:243| 100]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:26:36,944 - yago11k_0.001 - [INFO] - [E:243| 200]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:27:39,614 - yago11k_0.001 - [INFO] - [E:243| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:28:42,301 - yago11k_0.001 - [INFO] - [E:243| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:29:44,998 - yago11k_0.001 - [INFO] - [E:243| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:30:47,260 - yago11k_0.001 - [INFO] - [E:243| 600]: Train Loss:0.0011257, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:30:47,261 - yago11k_0.001 - [INFO] - [Epoch:243]: Training Loss:0.001126 + +2023-06-19 11:30:47,474 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 11:30:59,441 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 11:31:11,244 - yago11k_0.001 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.41558, Head : 0.23487, Avg : 0.32522 + +2023-06-19 11:31:11,244 - yago11k_0.001 - [INFO] - [Epoch 243]: Training Loss: 0.0011257, Valid MRR: 0.32573, + + + +2023-06-19 11:31:11,880 - yago11k_0.001 - [INFO] - [E:244| 0]: Train Loss:0.0011812, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:32:14,589 - yago11k_0.001 - [INFO] - [E:244| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:33:17,281 - yago11k_0.001 - [INFO] - [E:244| 200]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:34:19,985 - yago11k_0.001 - [INFO] - [E:244| 300]: Train Loss:0.001125, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:35:22,648 - yago11k_0.001 - [INFO] - [E:244| 400]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:36:25,326 - yago11k_0.001 - [INFO] - [E:244| 500]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:37:27,574 - yago11k_0.001 - [INFO] - [E:244| 600]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:37:27,575 - yago11k_0.001 - [INFO] - [Epoch:244]: Training Loss:0.001126 + +2023-06-19 11:37:27,789 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 11:37:39,752 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 11:37:51,552 - yago11k_0.001 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.41206, Head : 0.23307, Avg : 0.32256 + +2023-06-19 11:37:51,552 - yago11k_0.001 - [INFO] - [Epoch 244]: Training Loss: 0.0011256, Valid MRR: 0.32573, + + + +2023-06-19 11:37:52,184 - yago11k_0.001 - [INFO] - [E:245| 0]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:38:54,862 - yago11k_0.001 - [INFO] - [E:245| 100]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:39:57,547 - yago11k_0.001 - [INFO] - [E:245| 200]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:41:00,220 - yago11k_0.001 - [INFO] - [E:245| 300]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:42:02,890 - yago11k_0.001 - [INFO] - [E:245| 400]: Train Loss:0.0011243, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:43:05,568 - yago11k_0.001 - [INFO] - [E:245| 500]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:44:07,828 - yago11k_0.001 - [INFO] - [E:245| 600]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:44:07,828 - yago11k_0.001 - [INFO] - [Epoch:245]: Training Loss:0.001125 + +2023-06-19 11:44:08,042 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 11:44:20,005 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 11:44:31,810 - yago11k_0.001 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.41369, Head : 0.23173, Avg : 0.32271 + +2023-06-19 11:44:31,810 - yago11k_0.001 - [INFO] - [Epoch 245]: Training Loss: 0.0011249, Valid MRR: 0.32573, + + + +2023-06-19 11:44:32,443 - yago11k_0.001 - [INFO] - [E:246| 0]: Train Loss:0.0011217, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:45:35,118 - yago11k_0.001 - [INFO] - [E:246| 100]: Train Loss:0.0011228, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:46:37,797 - yago11k_0.001 - [INFO] - [E:246| 200]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:47:40,484 - yago11k_0.001 - [INFO] - [E:246| 300]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:48:43,190 - yago11k_0.001 - [INFO] - [E:246| 400]: Train Loss:0.0011238, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:49:45,910 - yago11k_0.001 - [INFO] - [E:246| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:50:48,216 - yago11k_0.001 - [INFO] - [E:246| 600]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:50:48,217 - yago11k_0.001 - [INFO] - [Epoch:246]: Training Loss:0.001125 + +2023-06-19 11:50:48,430 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 11:51:00,409 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 11:51:12,218 - yago11k_0.001 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.41213, Head : 0.23029, Avg : 0.32121 + +2023-06-19 11:51:12,218 - yago11k_0.001 - [INFO] - [Epoch 246]: Training Loss: 0.0011252, Valid MRR: 0.32573, + + + +2023-06-19 11:51:12,851 - yago11k_0.001 - [INFO] - [E:247| 0]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:52:15,600 - yago11k_0.001 - [INFO] - [E:247| 100]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:53:18,336 - yago11k_0.001 - [INFO] - [E:247| 200]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:54:21,077 - yago11k_0.001 - [INFO] - [E:247| 300]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:55:23,848 - yago11k_0.001 - [INFO] - [E:247| 400]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:56:26,642 - yago11k_0.001 - [INFO] - [E:247| 500]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:57:28,978 - yago11k_0.001 - [INFO] - [E:247| 600]: Train Loss:0.001125, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:57:28,978 - yago11k_0.001 - [INFO] - [Epoch:247]: Training Loss:0.001125 + +2023-06-19 11:57:29,193 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 11:57:41,173 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 11:57:52,992 - yago11k_0.001 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.40704, Head : 0.23101, Avg : 0.31902 + +2023-06-19 11:57:52,992 - yago11k_0.001 - [INFO] - [Epoch 247]: Training Loss: 0.001125, Valid MRR: 0.32573, + + + +2023-06-19 11:57:53,629 - yago11k_0.001 - [INFO] - [E:248| 0]: Train Loss:0.0011166, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:58:56,396 - yago11k_0.001 - [INFO] - [E:248| 100]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_0.001 +2023-06-19 11:59:59,157 - yago11k_0.001 - [INFO] - [E:248| 200]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:01:01,923 - yago11k_0.001 - [INFO] - [E:248| 300]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:02:04,700 - yago11k_0.001 - [INFO] - [E:248| 400]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:03:07,467 - yago11k_0.001 - [INFO] - [E:248| 500]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:04:09,846 - yago11k_0.001 - [INFO] - [E:248| 600]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:04:09,846 - yago11k_0.001 - [INFO] - [Epoch:248]: Training Loss:0.001125 + +2023-06-19 12:04:10,059 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 12:04:22,033 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 12:04:33,848 - yago11k_0.001 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.4063, Head : 0.23026, Avg : 0.31828 + +2023-06-19 12:04:33,848 - yago11k_0.001 - [INFO] - [Epoch 248]: Training Loss: 0.0011246, Valid MRR: 0.32573, + + + +2023-06-19 12:04:34,481 - yago11k_0.001 - [INFO] - [E:249| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:05:37,307 - yago11k_0.001 - [INFO] - [E:249| 100]: Train Loss:0.0011227, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:06:40,115 - yago11k_0.001 - [INFO] - [E:249| 200]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:07:42,939 - yago11k_0.001 - [INFO] - [E:249| 300]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:08:45,782 - yago11k_0.001 - [INFO] - [E:249| 400]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:09:48,608 - yago11k_0.001 - [INFO] - [E:249| 500]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:10:51,019 - yago11k_0.001 - [INFO] - [E:249| 600]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:10:51,019 - yago11k_0.001 - [INFO] - [Epoch:249]: Training Loss:0.001124 + +2023-06-19 12:10:51,233 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 12:11:03,208 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 12:11:15,033 - yago11k_0.001 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.4054, Head : 0.23353, Avg : 0.31947 + MR: Tail : 992.04, Head : 1246.0, Avg : 1119.0 + Hit-1: Tail : 0.31745, Head : 0.19617, Avg : 0.25681 + Hit-3: Tail : 0.44887, Head : 0.23173, Avg : 0.3403 + Hit-10: Tail : 0.57974, Head : 0.30356, Avg : 0.44165 +2023-06-19 12:11:15,033 - yago11k_0.001 - [INFO] - [Epoch 249]: Training Loss: 0.0011244, Valid MRR: 0.32573, + + + +2023-06-19 12:11:15,666 - yago11k_0.001 - [INFO] - [E:250| 0]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:12:18,423 - yago11k_0.001 - [INFO] - [E:250| 100]: Train Loss:0.0011229, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:13:21,219 - yago11k_0.001 - [INFO] - [E:250| 200]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:14:23,978 - yago11k_0.001 - [INFO] - [E:250| 300]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:15:26,752 - yago11k_0.001 - [INFO] - [E:250| 400]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:16:29,520 - yago11k_0.001 - [INFO] - [E:250| 500]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:17:31,847 - yago11k_0.001 - [INFO] - [E:250| 600]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:17:31,847 - yago11k_0.001 - [INFO] - [Epoch:250]: Training Loss:0.001125 + +2023-06-19 12:17:32,061 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 12:17:44,037 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 12:17:55,851 - yago11k_0.001 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.41116, Head : 0.23223, Avg : 0.32169 + +2023-06-19 12:17:55,852 - yago11k_0.001 - [INFO] - [Epoch 250]: Training Loss: 0.0011247, Valid MRR: 0.32573, + + + +2023-06-19 12:17:56,486 - yago11k_0.001 - [INFO] - [E:251| 0]: Train Loss:0.0011358, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:18:59,262 - yago11k_0.001 - [INFO] - [E:251| 100]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:20:02,043 - yago11k_0.001 - [INFO] - [E:251| 200]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:21:04,828 - yago11k_0.001 - [INFO] - [E:251| 300]: Train Loss:0.0011241, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:22:07,601 - yago11k_0.001 - [INFO] - [E:251| 400]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:23:10,369 - yago11k_0.001 - [INFO] - [E:251| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:24:12,708 - yago11k_0.001 - [INFO] - [E:251| 600]: Train Loss:0.0011243, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:24:12,708 - yago11k_0.001 - [INFO] - [Epoch:251]: Training Loss:0.001124 + +2023-06-19 12:24:12,922 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 12:24:24,895 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 12:24:36,699 - yago11k_0.001 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.4094, Head : 0.23094, Avg : 0.32017 + +2023-06-19 12:24:36,699 - yago11k_0.001 - [INFO] - [Epoch 251]: Training Loss: 0.0011243, Valid MRR: 0.32573, + + + +2023-06-19 12:24:37,333 - yago11k_0.001 - [INFO] - [E:252| 0]: Train Loss:0.0011182, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:25:40,090 - yago11k_0.001 - [INFO] - [E:252| 100]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:26:42,853 - yago11k_0.001 - [INFO] - [E:252| 200]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:27:45,646 - yago11k_0.001 - [INFO] - [E:252| 300]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:28:48,425 - yago11k_0.001 - [INFO] - [E:252| 400]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:29:51,188 - yago11k_0.001 - [INFO] - [E:252| 500]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:30:53,510 - yago11k_0.001 - [INFO] - [E:252| 600]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:30:53,510 - yago11k_0.001 - [INFO] - [Epoch:252]: Training Loss:0.001125 + +2023-06-19 12:30:53,725 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 12:31:05,713 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 12:31:17,527 - yago11k_0.001 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.41197, Head : 0.2339, Avg : 0.32293 + +2023-06-19 12:31:17,527 - yago11k_0.001 - [INFO] - [Epoch 252]: Training Loss: 0.0011247, Valid MRR: 0.32573, + + + +2023-06-19 12:31:18,159 - yago11k_0.001 - [INFO] - [E:253| 0]: Train Loss:0.0011407, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:32:20,913 - yago11k_0.001 - [INFO] - [E:253| 100]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:33:23,673 - yago11k_0.001 - [INFO] - [E:253| 200]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:34:26,439 - yago11k_0.001 - [INFO] - [E:253| 300]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:35:29,205 - yago11k_0.001 - [INFO] - [E:253| 400]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:36:31,967 - yago11k_0.001 - [INFO] - [E:253| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:37:34,360 - yago11k_0.001 - [INFO] - [E:253| 600]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:37:34,360 - yago11k_0.001 - [INFO] - [Epoch:253]: Training Loss:0.001125 + +2023-06-19 12:37:34,574 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 12:37:46,568 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 12:37:58,393 - yago11k_0.001 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.41787, Head : 0.23195, Avg : 0.32491 + +2023-06-19 12:37:58,393 - yago11k_0.001 - [INFO] - [Epoch 253]: Training Loss: 0.0011245, Valid MRR: 0.32573, + + + +2023-06-19 12:37:59,028 - yago11k_0.001 - [INFO] - [E:254| 0]: Train Loss:0.0011088, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:39:01,929 - yago11k_0.001 - [INFO] - [E:254| 100]: Train Loss:0.0011199, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:40:04,833 - yago11k_0.001 - [INFO] - [E:254| 200]: Train Loss:0.0011231, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:41:07,791 - yago11k_0.001 - [INFO] - [E:254| 300]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:42:10,750 - yago11k_0.001 - [INFO] - [E:254| 400]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:43:13,741 - yago11k_0.001 - [INFO] - [E:254| 500]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:44:16,279 - yago11k_0.001 - [INFO] - [E:254| 600]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001 +2023-06-19 12:44:16,279 - yago11k_0.001 - [INFO] - [Epoch:254]: Training Loss:0.001124 + +2023-06-19 12:44:16,493 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 12:44:28,516 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 12:44:40,369 - yago11k_0.001 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.41942, Head : 0.23372, Avg : 0.32657 + +2023-06-19 12:44:41,342 - yago11k_0.001 - [INFO] - [Epoch 254]: Training Loss: 0.0011242, Valid MRR: 0.32657, + + + +2023-06-19 12:44:41,987 - yago11k_0.001 - [INFO] - [E:255| 0]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:45:45,009 - yago11k_0.001 - [INFO] - [E:255| 100]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:46:48,017 - yago11k_0.001 - [INFO] - [E:255| 200]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:47:51,000 - yago11k_0.001 - [INFO] - [E:255| 300]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:48:54,009 - yago11k_0.001 - [INFO] - [E:255| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:49:57,012 - yago11k_0.001 - [INFO] - [E:255| 500]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:50:59,594 - yago11k_0.001 - [INFO] - [E:255| 600]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:50:59,595 - yago11k_0.001 - [INFO] - [Epoch:255]: Training Loss:0.001124 + +2023-06-19 12:50:59,810 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 12:51:11,841 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 12:51:23,696 - yago11k_0.001 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.41432, Head : 0.23463, Avg : 0.32448 + +2023-06-19 12:51:23,697 - yago11k_0.001 - [INFO] - [Epoch 255]: Training Loss: 0.0011239, Valid MRR: 0.32657, + + + +2023-06-19 12:51:24,330 - yago11k_0.001 - [INFO] - [E:256| 0]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:52:27,318 - yago11k_0.001 - [INFO] - [E:256| 100]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:53:30,302 - yago11k_0.001 - [INFO] - [E:256| 200]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:54:33,293 - yago11k_0.001 - [INFO] - [E:256| 300]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:55:36,278 - yago11k_0.001 - [INFO] - [E:256| 400]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:56:39,252 - yago11k_0.001 - [INFO] - [E:256| 500]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:57:41,814 - yago11k_0.001 - [INFO] - [E:256| 600]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:57:41,814 - yago11k_0.001 - [INFO] - [Epoch:256]: Training Loss:0.001124 + +2023-06-19 12:57:42,030 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 12:57:54,054 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 12:58:05,907 - yago11k_0.001 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.41467, Head : 0.23187, Avg : 0.32327 + +2023-06-19 12:58:05,907 - yago11k_0.001 - [INFO] - [Epoch 256]: Training Loss: 0.0011241, Valid MRR: 0.32657, + + + +2023-06-19 12:58:06,550 - yago11k_0.001 - [INFO] - [E:257| 0]: Train Loss:0.0011481, Val MRR:0.32657, yago11k_0.001 +2023-06-19 12:59:09,539 - yago11k_0.001 - [INFO] - [E:257| 100]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:00:12,540 - yago11k_0.001 - [INFO] - [E:257| 200]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:01:15,541 - yago11k_0.001 - [INFO] - [E:257| 300]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:02:18,538 - yago11k_0.001 - [INFO] - [E:257| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:03:21,487 - yago11k_0.001 - [INFO] - [E:257| 500]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:04:23,992 - yago11k_0.001 - [INFO] - [E:257| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:04:23,992 - yago11k_0.001 - [INFO] - [Epoch:257]: Training Loss:0.001123 + +2023-06-19 13:04:24,205 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 13:04:36,202 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 13:04:48,028 - yago11k_0.001 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.41322, Head : 0.23249, Avg : 0.32286 + +2023-06-19 13:04:48,028 - yago11k_0.001 - [INFO] - [Epoch 257]: Training Loss: 0.0011235, Valid MRR: 0.32657, + + + +2023-06-19 13:04:48,664 - yago11k_0.001 - [INFO] - [E:258| 0]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:05:51,554 - yago11k_0.001 - [INFO] - [E:258| 100]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:06:54,414 - yago11k_0.001 - [INFO] - [E:258| 200]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:07:57,260 - yago11k_0.001 - [INFO] - [E:258| 300]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:09:00,088 - yago11k_0.001 - [INFO] - [E:258| 400]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:10:02,906 - yago11k_0.001 - [INFO] - [E:258| 500]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:11:05,295 - yago11k_0.001 - [INFO] - [E:258| 600]: Train Loss:0.0011242, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:11:05,296 - yago11k_0.001 - [INFO] - [Epoch:258]: Training Loss:0.001124 + +2023-06-19 13:11:05,509 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 13:11:17,488 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 13:11:29,304 - yago11k_0.001 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.41469, Head : 0.23321, Avg : 0.32395 + +2023-06-19 13:11:29,304 - yago11k_0.001 - [INFO] - [Epoch 258]: Training Loss: 0.0011242, Valid MRR: 0.32657, + + + +2023-06-19 13:11:29,937 - yago11k_0.001 - [INFO] - [E:259| 0]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:12:32,770 - yago11k_0.001 - [INFO] - [E:259| 100]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:13:35,579 - yago11k_0.001 - [INFO] - [E:259| 200]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:14:38,371 - yago11k_0.001 - [INFO] - [E:259| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:15:41,205 - yago11k_0.001 - [INFO] - [E:259| 400]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:16:43,978 - yago11k_0.001 - [INFO] - [E:259| 500]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:17:46,335 - yago11k_0.001 - [INFO] - [E:259| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:17:46,335 - yago11k_0.001 - [INFO] - [Epoch:259]: Training Loss:0.001124 + +2023-06-19 13:17:46,550 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 13:17:58,534 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 13:18:10,346 - yago11k_0.001 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.40921, Head : 0.2303, Avg : 0.31975 + MR: Tail : 956.46, Head : 1255.9, Avg : 1106.2 + Hit-1: Tail : 0.32203, Head : 0.192, Avg : 0.25702 + Hit-3: Tail : 0.45638, Head : 0.22812, Avg : 0.34225 + Hit-10: Tail : 0.57391, Head : 0.30356, Avg : 0.43873 +2023-06-19 13:18:10,346 - yago11k_0.001 - [INFO] - [Epoch 259]: Training Loss: 0.0011235, Valid MRR: 0.32657, + + + +2023-06-19 13:18:10,982 - yago11k_0.001 - [INFO] - [E:260| 0]: Train Loss:0.0011662, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:19:13,798 - yago11k_0.001 - [INFO] - [E:260| 100]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:20:16,578 - yago11k_0.001 - [INFO] - [E:260| 200]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:21:19,371 - yago11k_0.001 - [INFO] - [E:260| 300]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:22:22,153 - yago11k_0.001 - [INFO] - [E:260| 400]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:23:24,929 - yago11k_0.001 - [INFO] - [E:260| 500]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:24:27,295 - yago11k_0.001 - [INFO] - [E:260| 600]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:24:27,296 - yago11k_0.001 - [INFO] - [Epoch:260]: Training Loss:0.001124 + +2023-06-19 13:24:27,510 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 13:24:39,492 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 13:24:51,300 - yago11k_0.001 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.41202, Head : 0.2334, Avg : 0.32271 + +2023-06-19 13:24:51,300 - yago11k_0.001 - [INFO] - [Epoch 260]: Training Loss: 0.0011243, Valid MRR: 0.32657, + + + +2023-06-19 13:24:51,935 - yago11k_0.001 - [INFO] - [E:261| 0]: Train Loss:0.0011375, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:25:54,723 - yago11k_0.001 - [INFO] - [E:261| 100]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:26:57,508 - yago11k_0.001 - [INFO] - [E:261| 200]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:28:00,329 - yago11k_0.001 - [INFO] - [E:261| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:29:03,133 - yago11k_0.001 - [INFO] - [E:261| 400]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:30:05,912 - yago11k_0.001 - [INFO] - [E:261| 500]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:31:08,277 - yago11k_0.001 - [INFO] - [E:261| 600]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:31:08,277 - yago11k_0.001 - [INFO] - [Epoch:261]: Training Loss:0.001124 + +2023-06-19 13:31:08,490 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 13:31:20,471 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 13:31:32,284 - yago11k_0.001 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.41463, Head : 0.23719, Avg : 0.32591 + +2023-06-19 13:31:32,284 - yago11k_0.001 - [INFO] - [Epoch 261]: Training Loss: 0.0011239, Valid MRR: 0.32657, + + + +2023-06-19 13:31:32,919 - yago11k_0.001 - [INFO] - [E:262| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:32:35,711 - yago11k_0.001 - [INFO] - [E:262| 100]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:33:38,516 - yago11k_0.001 - [INFO] - [E:262| 200]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:34:41,312 - yago11k_0.001 - [INFO] - [E:262| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:35:44,093 - yago11k_0.001 - [INFO] - [E:262| 400]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:36:46,872 - yago11k_0.001 - [INFO] - [E:262| 500]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:37:49,238 - yago11k_0.001 - [INFO] - [E:262| 600]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:37:49,238 - yago11k_0.001 - [INFO] - [Epoch:262]: Training Loss:0.001124 + +2023-06-19 13:37:49,453 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 13:38:01,432 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 13:38:13,243 - yago11k_0.001 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.41134, Head : 0.23344, Avg : 0.32239 + +2023-06-19 13:38:13,243 - yago11k_0.001 - [INFO] - [Epoch 262]: Training Loss: 0.0011238, Valid MRR: 0.32657, + + + +2023-06-19 13:38:13,876 - yago11k_0.001 - [INFO] - [E:263| 0]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:39:16,680 - yago11k_0.001 - [INFO] - [E:263| 100]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:40:19,475 - yago11k_0.001 - [INFO] - [E:263| 200]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:41:22,256 - yago11k_0.001 - [INFO] - [E:263| 300]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:42:25,032 - yago11k_0.001 - [INFO] - [E:263| 400]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:43:27,827 - yago11k_0.001 - [INFO] - [E:263| 500]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:44:30,201 - yago11k_0.001 - [INFO] - [E:263| 600]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:44:30,202 - yago11k_0.001 - [INFO] - [Epoch:263]: Training Loss:0.001123 + +2023-06-19 13:44:30,416 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 13:44:42,397 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 13:44:54,220 - yago11k_0.001 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.40638, Head : 0.23121, Avg : 0.3188 + +2023-06-19 13:44:54,220 - yago11k_0.001 - [INFO] - [Epoch 263]: Training Loss: 0.0011233, Valid MRR: 0.32657, + + + +2023-06-19 13:44:54,852 - yago11k_0.001 - [INFO] - [E:264| 0]: Train Loss:0.0010988, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:45:57,626 - yago11k_0.001 - [INFO] - [E:264| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:47:00,412 - yago11k_0.001 - [INFO] - [E:264| 200]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:48:03,213 - yago11k_0.001 - [INFO] - [E:264| 300]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:49:05,980 - yago11k_0.001 - [INFO] - [E:264| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:50:08,765 - yago11k_0.001 - [INFO] - [E:264| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:51:11,129 - yago11k_0.001 - [INFO] - [E:264| 600]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:51:11,130 - yago11k_0.001 - [INFO] - [Epoch:264]: Training Loss:0.001123 + +2023-06-19 13:51:11,342 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 13:51:23,321 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 13:51:35,147 - yago11k_0.001 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.4107, Head : 0.23042, Avg : 0.32056 + +2023-06-19 13:51:35,147 - yago11k_0.001 - [INFO] - [Epoch 264]: Training Loss: 0.0011232, Valid MRR: 0.32657, + + + +2023-06-19 13:51:35,784 - yago11k_0.001 - [INFO] - [E:265| 0]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:52:38,586 - yago11k_0.001 - [INFO] - [E:265| 100]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:53:41,262 - yago11k_0.001 - [INFO] - [E:265| 200]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:54:43,950 - yago11k_0.001 - [INFO] - [E:265| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:55:46,634 - yago11k_0.001 - [INFO] - [E:265| 400]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:56:49,314 - yago11k_0.001 - [INFO] - [E:265| 500]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:57:51,584 - yago11k_0.001 - [INFO] - [E:265| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:57:51,584 - yago11k_0.001 - [INFO] - [Epoch:265]: Training Loss:0.001123 + +2023-06-19 13:57:51,798 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 13:58:03,764 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 13:58:15,578 - yago11k_0.001 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.40849, Head : 0.23309, Avg : 0.32079 + +2023-06-19 13:58:15,578 - yago11k_0.001 - [INFO] - [Epoch 265]: Training Loss: 0.0011235, Valid MRR: 0.32657, + + + +2023-06-19 13:58:16,209 - yago11k_0.001 - [INFO] - [E:266| 0]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001 +2023-06-19 13:59:18,874 - yago11k_0.001 - [INFO] - [E:266| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:00:21,530 - yago11k_0.001 - [INFO] - [E:266| 200]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:01:24,214 - yago11k_0.001 - [INFO] - [E:266| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:02:26,885 - yago11k_0.001 - [INFO] - [E:266| 400]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:03:29,550 - yago11k_0.001 - [INFO] - [E:266| 500]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:04:31,810 - yago11k_0.001 - [INFO] - [E:266| 600]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:04:31,811 - yago11k_0.001 - [INFO] - [Epoch:266]: Training Loss:0.001123 + +2023-06-19 14:04:32,024 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 14:04:43,991 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 14:04:55,800 - yago11k_0.001 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.4117, Head : 0.23069, Avg : 0.3212 + +2023-06-19 14:04:55,800 - yago11k_0.001 - [INFO] - [Epoch 266]: Training Loss: 0.0011234, Valid MRR: 0.32657, + + + +2023-06-19 14:04:56,431 - yago11k_0.001 - [INFO] - [E:267| 0]: Train Loss:0.0011088, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:05:59,083 - yago11k_0.001 - [INFO] - [E:267| 100]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:07:01,766 - yago11k_0.001 - [INFO] - [E:267| 200]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:08:04,419 - yago11k_0.001 - [INFO] - [E:267| 300]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:09:07,096 - yago11k_0.001 - [INFO] - [E:267| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:10:09,785 - yago11k_0.001 - [INFO] - [E:267| 500]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:11:12,050 - yago11k_0.001 - [INFO] - [E:267| 600]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:11:12,050 - yago11k_0.001 - [INFO] - [Epoch:267]: Training Loss:0.001124 + +2023-06-19 14:11:12,264 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 14:11:24,241 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 14:11:36,060 - yago11k_0.001 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.40667, Head : 0.23054, Avg : 0.31861 + +2023-06-19 14:11:36,060 - yago11k_0.001 - [INFO] - [Epoch 267]: Training Loss: 0.0011236, Valid MRR: 0.32657, + + + +2023-06-19 14:11:36,696 - yago11k_0.001 - [INFO] - [E:268| 0]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:12:39,468 - yago11k_0.001 - [INFO] - [E:268| 100]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:13:42,243 - yago11k_0.001 - [INFO] - [E:268| 200]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:14:45,017 - yago11k_0.001 - [INFO] - [E:268| 300]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:15:47,775 - yago11k_0.001 - [INFO] - [E:268| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:16:50,560 - yago11k_0.001 - [INFO] - [E:268| 500]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:17:52,928 - yago11k_0.001 - [INFO] - [E:268| 600]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:17:52,929 - yago11k_0.001 - [INFO] - [Epoch:268]: Training Loss:0.001123 + +2023-06-19 14:17:53,143 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 14:18:05,118 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 14:18:16,939 - yago11k_0.001 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.4123, Head : 0.2313, Avg : 0.3218 + +2023-06-19 14:18:16,939 - yago11k_0.001 - [INFO] - [Epoch 268]: Training Loss: 0.0011234, Valid MRR: 0.32657, + + + +2023-06-19 14:18:17,576 - yago11k_0.001 - [INFO] - [E:269| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:19:20,347 - yago11k_0.001 - [INFO] - [E:269| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:20:23,130 - yago11k_0.001 - [INFO] - [E:269| 200]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:21:25,889 - yago11k_0.001 - [INFO] - [E:269| 300]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:22:28,605 - yago11k_0.001 - [INFO] - [E:269| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:23:31,314 - yago11k_0.001 - [INFO] - [E:269| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:24:33,582 - yago11k_0.001 - [INFO] - [E:269| 600]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:24:33,582 - yago11k_0.001 - [INFO] - [Epoch:269]: Training Loss:0.001123 + +2023-06-19 14:24:33,796 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 14:24:45,774 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 14:24:57,591 - yago11k_0.001 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.41268, Head : 0.23201, Avg : 0.32234 + MR: Tail : 1023.6, Head : 1250.9, Avg : 1137.3 + Hit-1: Tail : 0.33079, Head : 0.192, Avg : 0.26139 + Hit-3: Tail : 0.44971, Head : 0.23298, Avg : 0.34134 + Hit-10: Tail : 0.57641, Head : 0.29994, Avg : 0.43818 +2023-06-19 14:24:57,591 - yago11k_0.001 - [INFO] - [Epoch 269]: Training Loss: 0.0011232, Valid MRR: 0.32657, + + + +2023-06-19 14:24:58,232 - yago11k_0.001 - [INFO] - [E:270| 0]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:26:00,941 - yago11k_0.001 - [INFO] - [E:270| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:27:03,656 - yago11k_0.001 - [INFO] - [E:270| 200]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:28:06,342 - yago11k_0.001 - [INFO] - [E:270| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:29:09,036 - yago11k_0.001 - [INFO] - [E:270| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:30:11,738 - yago11k_0.001 - [INFO] - [E:270| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:31:14,015 - yago11k_0.001 - [INFO] - [E:270| 600]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:31:14,015 - yago11k_0.001 - [INFO] - [Epoch:270]: Training Loss:0.001123 + +2023-06-19 14:31:14,229 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 14:31:26,206 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 14:31:38,012 - yago11k_0.001 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.41459, Head : 0.23375, Avg : 0.32417 + +2023-06-19 14:31:38,012 - yago11k_0.001 - [INFO] - [Epoch 270]: Training Loss: 0.0011229, Valid MRR: 0.32657, + + + +2023-06-19 14:31:38,650 - yago11k_0.001 - [INFO] - [E:271| 0]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:32:41,343 - yago11k_0.001 - [INFO] - [E:271| 100]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:33:44,007 - yago11k_0.001 - [INFO] - [E:271| 200]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:34:46,691 - yago11k_0.001 - [INFO] - [E:271| 300]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:35:49,379 - yago11k_0.001 - [INFO] - [E:271| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:36:52,093 - yago11k_0.001 - [INFO] - [E:271| 500]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:37:54,370 - yago11k_0.001 - [INFO] - [E:271| 600]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:37:54,370 - yago11k_0.001 - [INFO] - [Epoch:271]: Training Loss:0.001123 + +2023-06-19 14:37:54,583 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 14:38:06,554 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 14:38:18,361 - yago11k_0.001 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.41233, Head : 0.23438, Avg : 0.32336 + +2023-06-19 14:38:18,361 - yago11k_0.001 - [INFO] - [Epoch 271]: Training Loss: 0.0011226, Valid MRR: 0.32657, + + + +2023-06-19 14:38:18,994 - yago11k_0.001 - [INFO] - [E:272| 0]: Train Loss:0.0011426, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:39:21,701 - yago11k_0.001 - [INFO] - [E:272| 100]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:40:24,402 - yago11k_0.001 - [INFO] - [E:272| 200]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:41:27,073 - yago11k_0.001 - [INFO] - [E:272| 300]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:42:29,754 - yago11k_0.001 - [INFO] - [E:272| 400]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:43:32,440 - yago11k_0.001 - [INFO] - [E:272| 500]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:44:34,715 - yago11k_0.001 - [INFO] - [E:272| 600]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:44:34,716 - yago11k_0.001 - [INFO] - [Epoch:272]: Training Loss:0.001122 + +2023-06-19 14:44:34,931 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 14:44:46,892 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 14:44:58,696 - yago11k_0.001 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.40959, Head : 0.23674, Avg : 0.32316 + +2023-06-19 14:44:58,696 - yago11k_0.001 - [INFO] - [Epoch 272]: Training Loss: 0.0011223, Valid MRR: 0.32657, + + + +2023-06-19 14:44:59,327 - yago11k_0.001 - [INFO] - [E:273| 0]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:46:02,018 - yago11k_0.001 - [INFO] - [E:273| 100]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:47:04,720 - yago11k_0.001 - [INFO] - [E:273| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:48:07,419 - yago11k_0.001 - [INFO] - [E:273| 300]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:49:10,095 - yago11k_0.001 - [INFO] - [E:273| 400]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:50:12,809 - yago11k_0.001 - [INFO] - [E:273| 500]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:51:15,069 - yago11k_0.001 - [INFO] - [E:273| 600]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:51:15,069 - yago11k_0.001 - [INFO] - [Epoch:273]: Training Loss:0.001123 + +2023-06-19 14:51:15,283 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 14:51:27,247 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 14:51:39,048 - yago11k_0.001 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.41047, Head : 0.23477, Avg : 0.32262 + +2023-06-19 14:51:39,048 - yago11k_0.001 - [INFO] - [Epoch 273]: Training Loss: 0.0011225, Valid MRR: 0.32657, + + + +2023-06-19 14:51:39,681 - yago11k_0.001 - [INFO] - [E:274| 0]: Train Loss:0.0011824, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:52:42,359 - yago11k_0.001 - [INFO] - [E:274| 100]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:53:45,053 - yago11k_0.001 - [INFO] - [E:274| 200]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:54:47,742 - yago11k_0.001 - [INFO] - [E:274| 300]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:55:50,448 - yago11k_0.001 - [INFO] - [E:274| 400]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:56:53,120 - yago11k_0.001 - [INFO] - [E:274| 500]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:57:55,377 - yago11k_0.001 - [INFO] - [E:274| 600]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:57:55,377 - yago11k_0.001 - [INFO] - [Epoch:274]: Training Loss:0.001123 + +2023-06-19 14:57:55,591 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 14:58:07,561 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 14:58:19,365 - yago11k_0.001 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.40982, Head : 0.23079, Avg : 0.32031 + +2023-06-19 14:58:19,365 - yago11k_0.001 - [INFO] - [Epoch 274]: Training Loss: 0.0011225, Valid MRR: 0.32657, + + + +2023-06-19 14:58:19,998 - yago11k_0.001 - [INFO] - [E:275| 0]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 14:59:22,690 - yago11k_0.001 - [INFO] - [E:275| 100]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:00:25,388 - yago11k_0.001 - [INFO] - [E:275| 200]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:01:28,064 - yago11k_0.001 - [INFO] - [E:275| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:02:30,747 - yago11k_0.001 - [INFO] - [E:275| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:03:33,445 - yago11k_0.001 - [INFO] - [E:275| 500]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:04:35,718 - yago11k_0.001 - [INFO] - [E:275| 600]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:04:35,718 - yago11k_0.001 - [INFO] - [Epoch:275]: Training Loss:0.001122 + +2023-06-19 15:04:35,931 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 15:04:47,901 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 15:04:59,707 - yago11k_0.001 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.40812, Head : 0.23301, Avg : 0.32057 + +2023-06-19 15:04:59,707 - yago11k_0.001 - [INFO] - [Epoch 275]: Training Loss: 0.0011223, Valid MRR: 0.32657, + + + +2023-06-19 15:05:00,340 - yago11k_0.001 - [INFO] - [E:276| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:06:03,031 - yago11k_0.001 - [INFO] - [E:276| 100]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:07:05,716 - yago11k_0.001 - [INFO] - [E:276| 200]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:08:08,429 - yago11k_0.001 - [INFO] - [E:276| 300]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:09:11,136 - yago11k_0.001 - [INFO] - [E:276| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:10:13,846 - yago11k_0.001 - [INFO] - [E:276| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:11:16,119 - yago11k_0.001 - [INFO] - [E:276| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:11:16,119 - yago11k_0.001 - [INFO] - [Epoch:276]: Training Loss:0.001122 + +2023-06-19 15:11:16,332 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 15:11:28,293 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 15:11:40,101 - yago11k_0.001 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.40797, Head : 0.23482, Avg : 0.32139 + +2023-06-19 15:11:40,101 - yago11k_0.001 - [INFO] - [Epoch 276]: Training Loss: 0.0011222, Valid MRR: 0.32657, + + + +2023-06-19 15:11:40,733 - yago11k_0.001 - [INFO] - [E:277| 0]: Train Loss:0.0011055, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:12:43,415 - yago11k_0.001 - [INFO] - [E:277| 100]: Train Loss:0.0011242, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:13:46,105 - yago11k_0.001 - [INFO] - [E:277| 200]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:14:48,811 - yago11k_0.001 - [INFO] - [E:277| 300]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:15:51,517 - yago11k_0.001 - [INFO] - [E:277| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:16:54,216 - yago11k_0.001 - [INFO] - [E:277| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:17:56,485 - yago11k_0.001 - [INFO] - [E:277| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:17:56,485 - yago11k_0.001 - [INFO] - [Epoch:277]: Training Loss:0.001122 + +2023-06-19 15:17:56,699 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 15:18:08,665 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 15:18:20,472 - yago11k_0.001 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.41127, Head : 0.23458, Avg : 0.32293 + +2023-06-19 15:18:20,472 - yago11k_0.001 - [INFO] - [Epoch 277]: Training Loss: 0.0011221, Valid MRR: 0.32657, + + + +2023-06-19 15:18:21,104 - yago11k_0.001 - [INFO] - [E:278| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:19:23,809 - yago11k_0.001 - [INFO] - [E:278| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:20:26,518 - yago11k_0.001 - [INFO] - [E:278| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:21:29,230 - yago11k_0.001 - [INFO] - [E:278| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:22:31,957 - yago11k_0.001 - [INFO] - [E:278| 400]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:23:34,787 - yago11k_0.001 - [INFO] - [E:278| 500]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:24:37,228 - yago11k_0.001 - [INFO] - [E:278| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:24:37,229 - yago11k_0.001 - [INFO] - [Epoch:278]: Training Loss:0.001122 + +2023-06-19 15:24:37,443 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 15:24:49,432 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 15:25:01,251 - yago11k_0.001 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.41008, Head : 0.23056, Avg : 0.32032 + +2023-06-19 15:25:01,251 - yago11k_0.001 - [INFO] - [Epoch 278]: Training Loss: 0.0011222, Valid MRR: 0.32657, + + + +2023-06-19 15:25:01,886 - yago11k_0.001 - [INFO] - [E:279| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:26:04,662 - yago11k_0.001 - [INFO] - [E:279| 100]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:27:07,420 - yago11k_0.001 - [INFO] - [E:279| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:28:10,197 - yago11k_0.001 - [INFO] - [E:279| 300]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:29:13,008 - yago11k_0.001 - [INFO] - [E:279| 400]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:30:15,883 - yago11k_0.001 - [INFO] - [E:279| 500]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:31:18,393 - yago11k_0.001 - [INFO] - [E:279| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:31:18,393 - yago11k_0.001 - [INFO] - [Epoch:279]: Training Loss:0.001122 + +2023-06-19 15:31:18,606 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 15:31:30,614 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 15:31:42,498 - yago11k_0.001 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.40473, Head : 0.23169, Avg : 0.31821 + MR: Tail : 988.14, Head : 1252.2, Avg : 1120.2 + Hit-1: Tail : 0.31939, Head : 0.19172, Avg : 0.25556 + Hit-3: Tail : 0.4486, Head : 0.22881, Avg : 0.33871 + Hit-10: Tail : 0.57516, Head : 0.3055, Avg : 0.44033 +2023-06-19 15:31:42,499 - yago11k_0.001 - [INFO] - [Epoch 279]: Training Loss: 0.001122, Valid MRR: 0.32657, + + + +2023-06-19 15:31:43,136 - yago11k_0.001 - [INFO] - [E:280| 0]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:32:46,102 - yago11k_0.001 - [INFO] - [E:280| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:33:49,059 - yago11k_0.001 - [INFO] - [E:280| 200]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:34:52,031 - yago11k_0.001 - [INFO] - [E:280| 300]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:35:54,996 - yago11k_0.001 - [INFO] - [E:280| 400]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:36:57,973 - yago11k_0.001 - [INFO] - [E:280| 500]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:38:00,524 - yago11k_0.001 - [INFO] - [E:280| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:38:00,525 - yago11k_0.001 - [INFO] - [Epoch:280]: Training Loss:0.001122 + +2023-06-19 15:38:00,739 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 15:38:12,758 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 15:38:24,611 - yago11k_0.001 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.41221, Head : 0.23205, Avg : 0.32213 + +2023-06-19 15:38:24,612 - yago11k_0.001 - [INFO] - [Epoch 280]: Training Loss: 0.0011222, Valid MRR: 0.32657, + + + +2023-06-19 15:38:25,250 - yago11k_0.001 - [INFO] - [E:281| 0]: Train Loss:0.0011288, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:39:28,239 - yago11k_0.001 - [INFO] - [E:281| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:40:31,216 - yago11k_0.001 - [INFO] - [E:281| 200]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:41:34,194 - yago11k_0.001 - [INFO] - [E:281| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:42:37,165 - yago11k_0.001 - [INFO] - [E:281| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:43:40,146 - yago11k_0.001 - [INFO] - [E:281| 500]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:44:42,705 - yago11k_0.001 - [INFO] - [E:281| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:44:42,705 - yago11k_0.001 - [INFO] - [Epoch:281]: Training Loss:0.001122 + +2023-06-19 15:44:42,920 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 15:44:54,940 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 15:45:06,794 - yago11k_0.001 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.41477, Head : 0.23237, Avg : 0.32357 + +2023-06-19 15:45:06,794 - yago11k_0.001 - [INFO] - [Epoch 281]: Training Loss: 0.001122, Valid MRR: 0.32657, + + + +2023-06-19 15:45:07,432 - yago11k_0.001 - [INFO] - [E:282| 0]: Train Loss:0.0011604, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:46:10,414 - yago11k_0.001 - [INFO] - [E:282| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:47:13,401 - yago11k_0.001 - [INFO] - [E:282| 200]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:48:16,364 - yago11k_0.001 - [INFO] - [E:282| 300]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:49:19,355 - yago11k_0.001 - [INFO] - [E:282| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:50:22,322 - yago11k_0.001 - [INFO] - [E:282| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:51:24,875 - yago11k_0.001 - [INFO] - [E:282| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:51:24,875 - yago11k_0.001 - [INFO] - [Epoch:282]: Training Loss:0.001122 + +2023-06-19 15:51:25,090 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 15:51:37,105 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 15:51:48,963 - yago11k_0.001 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.4107, Head : 0.23049, Avg : 0.3206 + +2023-06-19 15:51:48,963 - yago11k_0.001 - [INFO] - [Epoch 282]: Training Loss: 0.0011221, Valid MRR: 0.32657, + + + +2023-06-19 15:51:49,605 - yago11k_0.001 - [INFO] - [E:283| 0]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:52:52,578 - yago11k_0.001 - [INFO] - [E:283| 100]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:53:55,561 - yago11k_0.001 - [INFO] - [E:283| 200]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:54:58,528 - yago11k_0.001 - [INFO] - [E:283| 300]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:56:01,488 - yago11k_0.001 - [INFO] - [E:283| 400]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:57:04,459 - yago11k_0.001 - [INFO] - [E:283| 500]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:58:07,005 - yago11k_0.001 - [INFO] - [E:283| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:58:07,005 - yago11k_0.001 - [INFO] - [Epoch:283]: Training Loss:0.001122 + +2023-06-19 15:58:07,220 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 15:58:19,236 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 15:58:31,089 - yago11k_0.001 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.41047, Head : 0.22878, Avg : 0.31963 + +2023-06-19 15:58:31,089 - yago11k_0.001 - [INFO] - [Epoch 283]: Training Loss: 0.0011221, Valid MRR: 0.32657, + + + +2023-06-19 15:58:31,723 - yago11k_0.001 - [INFO] - [E:284| 0]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 15:59:34,702 - yago11k_0.001 - [INFO] - [E:284| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:00:37,677 - yago11k_0.001 - [INFO] - [E:284| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:01:40,671 - yago11k_0.001 - [INFO] - [E:284| 300]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:02:43,645 - yago11k_0.001 - [INFO] - [E:284| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:03:46,618 - yago11k_0.001 - [INFO] - [E:284| 500]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:04:49,174 - yago11k_0.001 - [INFO] - [E:284| 600]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:04:49,174 - yago11k_0.001 - [INFO] - [Epoch:284]: Training Loss:0.001122 + +2023-06-19 16:04:49,389 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 16:05:01,408 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 16:05:13,262 - yago11k_0.001 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.4122, Head : 0.23042, Avg : 0.32131 + +2023-06-19 16:05:13,262 - yago11k_0.001 - [INFO] - [Epoch 284]: Training Loss: 0.0011217, Valid MRR: 0.32657, + + + +2023-06-19 16:05:13,898 - yago11k_0.001 - [INFO] - [E:285| 0]: Train Loss:0.0011292, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:06:16,880 - yago11k_0.001 - [INFO] - [E:285| 100]: Train Loss:0.0011268, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:07:19,868 - yago11k_0.001 - [INFO] - [E:285| 200]: Train Loss:0.0011245, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:08:22,842 - yago11k_0.001 - [INFO] - [E:285| 300]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:09:25,831 - yago11k_0.001 - [INFO] - [E:285| 400]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:10:28,803 - yago11k_0.001 - [INFO] - [E:285| 500]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:11:31,357 - yago11k_0.001 - [INFO] - [E:285| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:11:31,357 - yago11k_0.001 - [INFO] - [Epoch:285]: Training Loss:0.001122 + +2023-06-19 16:11:31,571 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 16:11:43,589 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 16:11:55,445 - yago11k_0.001 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.40788, Head : 0.23228, Avg : 0.32008 + +2023-06-19 16:11:55,445 - yago11k_0.001 - [INFO] - [Epoch 285]: Training Loss: 0.001122, Valid MRR: 0.32657, + + + +2023-06-19 16:11:56,079 - yago11k_0.001 - [INFO] - [E:286| 0]: Train Loss:0.0011468, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:12:59,056 - yago11k_0.001 - [INFO] - [E:286| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:14:02,041 - yago11k_0.001 - [INFO] - [E:286| 200]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:15:05,021 - yago11k_0.001 - [INFO] - [E:286| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:16:08,007 - yago11k_0.001 - [INFO] - [E:286| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:17:10,998 - yago11k_0.001 - [INFO] - [E:286| 500]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:18:13,562 - yago11k_0.001 - [INFO] - [E:286| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:18:13,563 - yago11k_0.001 - [INFO] - [Epoch:286]: Training Loss:0.001122 + +2023-06-19 16:18:13,777 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 16:18:25,795 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 16:18:37,652 - yago11k_0.001 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.40835, Head : 0.22968, Avg : 0.31902 + +2023-06-19 16:18:37,652 - yago11k_0.001 - [INFO] - [Epoch 286]: Training Loss: 0.0011215, Valid MRR: 0.32657, + + + +2023-06-19 16:18:38,291 - yago11k_0.001 - [INFO] - [E:287| 0]: Train Loss:0.0011463, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:19:41,262 - yago11k_0.001 - [INFO] - [E:287| 100]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:20:44,238 - yago11k_0.001 - [INFO] - [E:287| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:21:47,206 - yago11k_0.001 - [INFO] - [E:287| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:22:50,178 - yago11k_0.001 - [INFO] - [E:287| 400]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:23:53,143 - yago11k_0.001 - [INFO] - [E:287| 500]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:24:55,698 - yago11k_0.001 - [INFO] - [E:287| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:24:55,698 - yago11k_0.001 - [INFO] - [Epoch:287]: Training Loss:0.001122 + +2023-06-19 16:24:55,912 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 16:25:07,930 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 16:25:19,783 - yago11k_0.001 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.41037, Head : 0.22984, Avg : 0.3201 + +2023-06-19 16:25:19,784 - yago11k_0.001 - [INFO] - [Epoch 287]: Training Loss: 0.0011222, Valid MRR: 0.32657, + + + +2023-06-19 16:25:20,422 - yago11k_0.001 - [INFO] - [E:288| 0]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:26:23,416 - yago11k_0.001 - [INFO] - [E:288| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:27:26,383 - yago11k_0.001 - [INFO] - [E:288| 200]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:28:29,376 - yago11k_0.001 - [INFO] - [E:288| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:29:32,347 - yago11k_0.001 - [INFO] - [E:288| 400]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:30:35,324 - yago11k_0.001 - [INFO] - [E:288| 500]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:31:37,881 - yago11k_0.001 - [INFO] - [E:288| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:31:37,881 - yago11k_0.001 - [INFO] - [Epoch:288]: Training Loss:0.001121 + +2023-06-19 16:31:38,095 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 16:31:50,120 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 16:32:01,978 - yago11k_0.001 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.41334, Head : 0.23308, Avg : 0.32321 + +2023-06-19 16:32:01,978 - yago11k_0.001 - [INFO] - [Epoch 288]: Training Loss: 0.0011215, Valid MRR: 0.32657, + + + +2023-06-19 16:32:02,614 - yago11k_0.001 - [INFO] - [E:289| 0]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:33:05,593 - yago11k_0.001 - [INFO] - [E:289| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:34:08,576 - yago11k_0.001 - [INFO] - [E:289| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:35:11,554 - yago11k_0.001 - [INFO] - [E:289| 300]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:36:14,532 - yago11k_0.001 - [INFO] - [E:289| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:37:17,508 - yago11k_0.001 - [INFO] - [E:289| 500]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:38:20,054 - yago11k_0.001 - [INFO] - [E:289| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:38:20,054 - yago11k_0.001 - [INFO] - [Epoch:289]: Training Loss:0.001121 + +2023-06-19 16:38:20,268 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 16:38:32,286 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 16:38:44,144 - yago11k_0.001 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.41045, Head : 0.23186, Avg : 0.32115 + MR: Tail : 964.7, Head : 1249.5, Avg : 1107.1 + Hit-1: Tail : 0.32856, Head : 0.19186, Avg : 0.26021 + Hit-3: Tail : 0.44721, Head : 0.23034, Avg : 0.33877 + Hit-10: Tail : 0.5771, Head : 0.30689, Avg : 0.442 +2023-06-19 16:38:44,144 - yago11k_0.001 - [INFO] - [Epoch 289]: Training Loss: 0.0011215, Valid MRR: 0.32657, + + + +2023-06-19 16:38:44,779 - yago11k_0.001 - [INFO] - [E:290| 0]: Train Loss:0.001109, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:39:47,766 - yago11k_0.001 - [INFO] - [E:290| 100]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:40:50,755 - yago11k_0.001 - [INFO] - [E:290| 200]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:41:53,729 - yago11k_0.001 - [INFO] - [E:290| 300]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:42:56,698 - yago11k_0.001 - [INFO] - [E:290| 400]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:43:59,677 - yago11k_0.001 - [INFO] - [E:290| 500]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:45:02,210 - yago11k_0.001 - [INFO] - [E:290| 600]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:45:02,210 - yago11k_0.001 - [INFO] - [Epoch:290]: Training Loss:0.001121 + +2023-06-19 16:45:02,426 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 16:45:14,450 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 16:45:26,305 - yago11k_0.001 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.40999, Head : 0.23196, Avg : 0.32098 + +2023-06-19 16:45:26,305 - yago11k_0.001 - [INFO] - [Epoch 290]: Training Loss: 0.0011214, Valid MRR: 0.32657, + + + +2023-06-19 16:45:26,940 - yago11k_0.001 - [INFO] - [E:291| 0]: Train Loss:0.0011315, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:46:29,918 - yago11k_0.001 - [INFO] - [E:291| 100]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:47:32,894 - yago11k_0.001 - [INFO] - [E:291| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:48:35,866 - yago11k_0.001 - [INFO] - [E:291| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:49:38,843 - yago11k_0.001 - [INFO] - [E:291| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:50:41,830 - yago11k_0.001 - [INFO] - [E:291| 500]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:51:44,398 - yago11k_0.001 - [INFO] - [E:291| 600]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:51:44,398 - yago11k_0.001 - [INFO] - [Epoch:291]: Training Loss:0.001121 + +2023-06-19 16:51:44,613 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 16:51:56,629 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 16:52:08,488 - yago11k_0.001 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.41437, Head : 0.22817, Avg : 0.32127 + +2023-06-19 16:52:08,488 - yago11k_0.001 - [INFO] - [Epoch 291]: Training Loss: 0.0011214, Valid MRR: 0.32657, + + + +2023-06-19 16:52:09,125 - yago11k_0.001 - [INFO] - [E:292| 0]: Train Loss:0.0011269, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:53:12,118 - yago11k_0.001 - [INFO] - [E:292| 100]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:54:15,092 - yago11k_0.001 - [INFO] - [E:292| 200]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:55:18,076 - yago11k_0.001 - [INFO] - [E:292| 300]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:56:21,050 - yago11k_0.001 - [INFO] - [E:292| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:57:24,041 - yago11k_0.001 - [INFO] - [E:292| 500]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:58:26,607 - yago11k_0.001 - [INFO] - [E:292| 600]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:58:26,607 - yago11k_0.001 - [INFO] - [Epoch:292]: Training Loss:0.001121 + +2023-06-19 16:58:26,821 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 16:58:38,839 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 16:58:50,694 - yago11k_0.001 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.41026, Head : 0.23007, Avg : 0.32017 + +2023-06-19 16:58:50,694 - yago11k_0.001 - [INFO] - [Epoch 292]: Training Loss: 0.0011208, Valid MRR: 0.32657, + + + +2023-06-19 16:58:51,332 - yago11k_0.001 - [INFO] - [E:293| 0]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_0.001 +2023-06-19 16:59:54,324 - yago11k_0.001 - [INFO] - [E:293| 100]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:00:57,302 - yago11k_0.001 - [INFO] - [E:293| 200]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:02:00,279 - yago11k_0.001 - [INFO] - [E:293| 300]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:03:03,253 - yago11k_0.001 - [INFO] - [E:293| 400]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:04:06,232 - yago11k_0.001 - [INFO] - [E:293| 500]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:05:08,787 - yago11k_0.001 - [INFO] - [E:293| 600]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:05:08,787 - yago11k_0.001 - [INFO] - [Epoch:293]: Training Loss:0.001121 + +2023-06-19 17:05:09,003 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 17:05:21,023 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 17:05:32,878 - yago11k_0.001 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.41169, Head : 0.23066, Avg : 0.32117 + +2023-06-19 17:05:32,878 - yago11k_0.001 - [INFO] - [Epoch 293]: Training Loss: 0.0011212, Valid MRR: 0.32657, + + + +2023-06-19 17:05:33,513 - yago11k_0.001 - [INFO] - [E:294| 0]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:06:36,486 - yago11k_0.001 - [INFO] - [E:294| 100]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:07:39,472 - yago11k_0.001 - [INFO] - [E:294| 200]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:08:42,444 - yago11k_0.001 - [INFO] - [E:294| 300]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:09:45,408 - yago11k_0.001 - [INFO] - [E:294| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:10:48,390 - yago11k_0.001 - [INFO] - [E:294| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:11:50,935 - yago11k_0.001 - [INFO] - [E:294| 600]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:11:50,936 - yago11k_0.001 - [INFO] - [Epoch:294]: Training Loss:0.001121 + +2023-06-19 17:11:51,150 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 17:12:03,166 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 17:12:15,026 - yago11k_0.001 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.41009, Head : 0.23128, Avg : 0.32068 + +2023-06-19 17:12:15,026 - yago11k_0.001 - [INFO] - [Epoch 294]: Training Loss: 0.001121, Valid MRR: 0.32657, + + + +2023-06-19 17:12:15,663 - yago11k_0.001 - [INFO] - [E:295| 0]: Train Loss:0.0011038, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:13:18,652 - yago11k_0.001 - [INFO] - [E:295| 100]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:14:21,637 - yago11k_0.001 - [INFO] - [E:295| 200]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:15:24,630 - yago11k_0.001 - [INFO] - [E:295| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:16:27,600 - yago11k_0.001 - [INFO] - [E:295| 400]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:17:30,597 - yago11k_0.001 - [INFO] - [E:295| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:18:33,140 - yago11k_0.001 - [INFO] - [E:295| 600]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:18:33,140 - yago11k_0.001 - [INFO] - [Epoch:295]: Training Loss:0.001121 + +2023-06-19 17:18:33,354 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 17:18:45,373 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 17:18:57,226 - yago11k_0.001 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.41186, Head : 0.23214, Avg : 0.322 + +2023-06-19 17:18:57,226 - yago11k_0.001 - [INFO] - [Epoch 295]: Training Loss: 0.0011211, Valid MRR: 0.32657, + + + +2023-06-19 17:18:57,861 - yago11k_0.001 - [INFO] - [E:296| 0]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:20:00,825 - yago11k_0.001 - [INFO] - [E:296| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:21:03,788 - yago11k_0.001 - [INFO] - [E:296| 200]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:22:06,716 - yago11k_0.001 - [INFO] - [E:296| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:23:09,547 - yago11k_0.001 - [INFO] - [E:296| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:24:12,349 - yago11k_0.001 - [INFO] - [E:296| 500]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:25:14,734 - yago11k_0.001 - [INFO] - [E:296| 600]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:25:14,735 - yago11k_0.001 - [INFO] - [Epoch:296]: Training Loss:0.001121 + +2023-06-19 17:25:14,948 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 17:25:26,929 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 17:25:38,749 - yago11k_0.001 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.40975, Head : 0.23132, Avg : 0.32054 + +2023-06-19 17:25:38,749 - yago11k_0.001 - [INFO] - [Epoch 296]: Training Loss: 0.0011212, Valid MRR: 0.32657, + + + +2023-06-19 17:25:39,382 - yago11k_0.001 - [INFO] - [E:297| 0]: Train Loss:0.001125, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:26:42,335 - yago11k_0.001 - [INFO] - [E:297| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:27:45,292 - yago11k_0.001 - [INFO] - [E:297| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:28:48,214 - yago11k_0.001 - [INFO] - [E:297| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:29:51,143 - yago11k_0.001 - [INFO] - [E:297| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:30:54,039 - yago11k_0.001 - [INFO] - [E:297| 500]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:31:56,517 - yago11k_0.001 - [INFO] - [E:297| 600]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:31:56,517 - yago11k_0.001 - [INFO] - [Epoch:297]: Training Loss:0.001121 + +2023-06-19 17:31:56,732 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 17:32:08,724 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 17:32:20,565 - yago11k_0.001 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.40755, Head : 0.23059, Avg : 0.31907 + +2023-06-19 17:32:20,565 - yago11k_0.001 - [INFO] - [Epoch 297]: Training Loss: 0.0011209, Valid MRR: 0.32657, + + + +2023-06-19 17:32:21,199 - yago11k_0.001 - [INFO] - [E:298| 0]: Train Loss:0.0010964, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:33:23,973 - yago11k_0.001 - [INFO] - [E:298| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:34:26,691 - yago11k_0.001 - [INFO] - [E:298| 200]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:35:29,421 - yago11k_0.001 - [INFO] - [E:298| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:36:32,331 - yago11k_0.001 - [INFO] - [E:298| 400]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:37:35,204 - yago11k_0.001 - [INFO] - [E:298| 500]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:38:37,661 - yago11k_0.001 - [INFO] - [E:298| 600]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:38:37,661 - yago11k_0.001 - [INFO] - [Epoch:298]: Training Loss:0.001121 + +2023-06-19 17:38:37,875 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 17:38:49,880 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 17:39:01,708 - yago11k_0.001 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.41012, Head : 0.2306, Avg : 0.32036 + +2023-06-19 17:39:01,708 - yago11k_0.001 - [INFO] - [Epoch 298]: Training Loss: 0.0011207, Valid MRR: 0.32657, + + + +2023-06-19 17:39:02,345 - yago11k_0.001 - [INFO] - [E:299| 0]: Train Loss:0.0011016, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:40:05,221 - yago11k_0.001 - [INFO] - [E:299| 100]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:41:08,119 - yago11k_0.001 - [INFO] - [E:299| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:42:11,008 - yago11k_0.001 - [INFO] - [E:299| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:43:13,881 - yago11k_0.001 - [INFO] - [E:299| 400]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:44:16,779 - yago11k_0.001 - [INFO] - [E:299| 500]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:45:19,283 - yago11k_0.001 - [INFO] - [E:299| 600]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:45:19,284 - yago11k_0.001 - [INFO] - [Epoch:299]: Training Loss:0.001121 + +2023-06-19 17:45:19,498 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 17:45:31,496 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 17:45:43,323 - yago11k_0.001 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.40851, Head : 0.23469, Avg : 0.3216 + MR: Tail : 933.69, Head : 1234.8, Avg : 1084.3 + Hit-1: Tail : 0.32301, Head : 0.19505, Avg : 0.25903 + Hit-3: Tail : 0.45054, Head : 0.23145, Avg : 0.341 + Hit-10: Tail : 0.57794, Head : 0.31495, Avg : 0.44644 +2023-06-19 17:45:43,323 - yago11k_0.001 - [INFO] - [Epoch 299]: Training Loss: 0.0011208, Valid MRR: 0.32657, + + + +2023-06-19 17:45:43,958 - yago11k_0.001 - [INFO] - [E:300| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:46:46,824 - yago11k_0.001 - [INFO] - [E:300| 100]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:47:49,716 - yago11k_0.001 - [INFO] - [E:300| 200]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:48:52,615 - yago11k_0.001 - [INFO] - [E:300| 300]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:49:55,519 - yago11k_0.001 - [INFO] - [E:300| 400]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:50:58,402 - yago11k_0.001 - [INFO] - [E:300| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:52:00,891 - yago11k_0.001 - [INFO] - [E:300| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:52:00,891 - yago11k_0.001 - [INFO] - [Epoch:300]: Training Loss:0.00112 + +2023-06-19 17:52:01,107 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 17:52:13,098 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 17:52:24,934 - yago11k_0.001 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.41153, Head : 0.22935, Avg : 0.32044 + +2023-06-19 17:52:24,934 - yago11k_0.001 - [INFO] - [Epoch 300]: Training Loss: 0.0011203, Valid MRR: 0.32657, + + + +2023-06-19 17:52:25,569 - yago11k_0.001 - [INFO] - [E:301| 0]: Train Loss:0.0010975, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:53:28,470 - yago11k_0.001 - [INFO] - [E:301| 100]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:54:31,383 - yago11k_0.001 - [INFO] - [E:301| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:55:34,355 - yago11k_0.001 - [INFO] - [E:301| 300]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:56:37,363 - yago11k_0.001 - [INFO] - [E:301| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:57:40,426 - yago11k_0.001 - [INFO] - [E:301| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:58:43,131 - yago11k_0.001 - [INFO] - [E:301| 600]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001 +2023-06-19 17:58:43,131 - yago11k_0.001 - [INFO] - [Epoch:301]: Training Loss:0.001121 + +2023-06-19 17:58:43,345 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 17:58:55,388 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 17:59:07,271 - yago11k_0.001 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.41001, Head : 0.23019, Avg : 0.3201 + +2023-06-19 17:59:07,271 - yago11k_0.001 - [INFO] - [Epoch 301]: Training Loss: 0.0011206, Valid MRR: 0.32657, + + + +2023-06-19 17:59:07,909 - yago11k_0.001 - [INFO] - [E:302| 0]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:00:11,078 - yago11k_0.001 - [INFO] - [E:302| 100]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:01:14,274 - yago11k_0.001 - [INFO] - [E:302| 200]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:02:17,422 - yago11k_0.001 - [INFO] - [E:302| 300]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:03:20,546 - yago11k_0.001 - [INFO] - [E:302| 400]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:04:23,659 - yago11k_0.001 - [INFO] - [E:302| 500]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:05:26,339 - yago11k_0.001 - [INFO] - [E:302| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:05:26,340 - yago11k_0.001 - [INFO] - [Epoch:302]: Training Loss:0.001121 + +2023-06-19 18:05:26,553 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 18:05:38,586 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 18:05:50,462 - yago11k_0.001 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.41397, Head : 0.23114, Avg : 0.32255 + +2023-06-19 18:05:50,462 - yago11k_0.001 - [INFO] - [Epoch 302]: Training Loss: 0.0011205, Valid MRR: 0.32657, + + + +2023-06-19 18:05:51,101 - yago11k_0.001 - [INFO] - [E:303| 0]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:06:54,196 - yago11k_0.001 - [INFO] - [E:303| 100]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:07:57,324 - yago11k_0.001 - [INFO] - [E:303| 200]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:09:00,485 - yago11k_0.001 - [INFO] - [E:303| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:10:03,665 - yago11k_0.001 - [INFO] - [E:303| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:11:06,849 - yago11k_0.001 - [INFO] - [E:303| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:12:09,633 - yago11k_0.001 - [INFO] - [E:303| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:12:09,633 - yago11k_0.001 - [INFO] - [Epoch:303]: Training Loss:0.00112 + +2023-06-19 18:12:09,849 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 18:12:21,911 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 18:12:33,799 - yago11k_0.001 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.41459, Head : 0.22965, Avg : 0.32212 + +2023-06-19 18:12:33,799 - yago11k_0.001 - [INFO] - [Epoch 303]: Training Loss: 0.0011205, Valid MRR: 0.32657, + + + +2023-06-19 18:12:34,436 - yago11k_0.001 - [INFO] - [E:304| 0]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:13:37,662 - yago11k_0.001 - [INFO] - [E:304| 100]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:14:40,924 - yago11k_0.001 - [INFO] - [E:304| 200]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:15:44,173 - yago11k_0.001 - [INFO] - [E:304| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:16:47,441 - yago11k_0.001 - [INFO] - [E:304| 400]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:17:50,722 - yago11k_0.001 - [INFO] - [E:304| 500]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:18:53,569 - yago11k_0.001 - [INFO] - [E:304| 600]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:18:53,570 - yago11k_0.001 - [INFO] - [Epoch:304]: Training Loss:0.00112 + +2023-06-19 18:18:53,784 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 18:19:05,846 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 18:19:17,747 - yago11k_0.001 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.40653, Head : 0.2299, Avg : 0.31822 + +2023-06-19 18:19:17,747 - yago11k_0.001 - [INFO] - [Epoch 304]: Training Loss: 0.0011201, Valid MRR: 0.32657, + + + +2023-06-19 18:19:18,383 - yago11k_0.001 - [INFO] - [E:305| 0]: Train Loss:0.0010934, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:20:21,680 - yago11k_0.001 - [INFO] - [E:305| 100]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:21:24,969 - yago11k_0.001 - [INFO] - [E:305| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:22:28,259 - yago11k_0.001 - [INFO] - [E:305| 300]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:23:31,526 - yago11k_0.001 - [INFO] - [E:305| 400]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:24:34,801 - yago11k_0.001 - [INFO] - [E:305| 500]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:25:37,643 - yago11k_0.001 - [INFO] - [E:305| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:25:37,643 - yago11k_0.001 - [INFO] - [Epoch:305]: Training Loss:0.00112 + +2023-06-19 18:25:37,857 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 18:25:49,919 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 18:26:01,818 - yago11k_0.001 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.40822, Head : 0.23061, Avg : 0.31942 + +2023-06-19 18:26:01,819 - yago11k_0.001 - [INFO] - [Epoch 305]: Training Loss: 0.0011205, Valid MRR: 0.32657, + + + +2023-06-19 18:26:02,455 - yago11k_0.001 - [INFO] - [E:306| 0]: Train Loss:0.0011194, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:27:05,740 - yago11k_0.001 - [INFO] - [E:306| 100]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:28:09,022 - yago11k_0.001 - [INFO] - [E:306| 200]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:29:12,289 - yago11k_0.001 - [INFO] - [E:306| 300]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:30:15,547 - yago11k_0.001 - [INFO] - [E:306| 400]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:31:18,835 - yago11k_0.001 - [INFO] - [E:306| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:32:21,673 - yago11k_0.001 - [INFO] - [E:306| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:32:21,673 - yago11k_0.001 - [INFO] - [Epoch:306]: Training Loss:0.00112 + +2023-06-19 18:32:21,888 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 18:32:33,941 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 18:32:45,830 - yago11k_0.001 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.40967, Head : 0.23197, Avg : 0.32082 + +2023-06-19 18:32:45,831 - yago11k_0.001 - [INFO] - [Epoch 306]: Training Loss: 0.0011203, Valid MRR: 0.32657, + + + +2023-06-19 18:32:46,471 - yago11k_0.001 - [INFO] - [E:307| 0]: Train Loss:0.0011247, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:33:49,650 - yago11k_0.001 - [INFO] - [E:307| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:34:52,780 - yago11k_0.001 - [INFO] - [E:307| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:35:55,874 - yago11k_0.001 - [INFO] - [E:307| 300]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:36:58,972 - yago11k_0.001 - [INFO] - [E:307| 400]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:38:02,061 - yago11k_0.001 - [INFO] - [E:307| 500]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:39:04,699 - yago11k_0.001 - [INFO] - [E:307| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:39:04,699 - yago11k_0.001 - [INFO] - [Epoch:307]: Training Loss:0.00112 + +2023-06-19 18:39:04,913 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 18:39:16,944 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 18:39:28,807 - yago11k_0.001 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.41021, Head : 0.23207, Avg : 0.32114 + +2023-06-19 18:39:28,807 - yago11k_0.001 - [INFO] - [Epoch 307]: Training Loss: 0.0011199, Valid MRR: 0.32657, + + + +2023-06-19 18:39:29,445 - yago11k_0.001 - [INFO] - [E:308| 0]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:40:32,511 - yago11k_0.001 - [INFO] - [E:308| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:41:35,611 - yago11k_0.001 - [INFO] - [E:308| 200]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:42:38,694 - yago11k_0.001 - [INFO] - [E:308| 300]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:43:41,783 - yago11k_0.001 - [INFO] - [E:308| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:44:44,874 - yago11k_0.001 - [INFO] - [E:308| 500]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:45:47,534 - yago11k_0.001 - [INFO] - [E:308| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:45:47,534 - yago11k_0.001 - [INFO] - [Epoch:308]: Training Loss:0.00112 + +2023-06-19 18:45:47,748 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 18:45:59,776 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 18:46:11,644 - yago11k_0.001 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.4104, Head : 0.23087, Avg : 0.32063 + +2023-06-19 18:46:11,644 - yago11k_0.001 - [INFO] - [Epoch 308]: Training Loss: 0.0011199, Valid MRR: 0.32657, + + + +2023-06-19 18:46:12,285 - yago11k_0.001 - [INFO] - [E:309| 0]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:47:15,352 - yago11k_0.001 - [INFO] - [E:309| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:48:18,416 - yago11k_0.001 - [INFO] - [E:309| 200]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:49:21,511 - yago11k_0.001 - [INFO] - [E:309| 300]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:50:24,568 - yago11k_0.001 - [INFO] - [E:309| 400]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:51:27,638 - yago11k_0.001 - [INFO] - [E:309| 500]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:52:30,321 - yago11k_0.001 - [INFO] - [E:309| 600]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:52:30,321 - yago11k_0.001 - [INFO] - [Epoch:309]: Training Loss:0.00112 + +2023-06-19 18:52:30,535 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 18:52:42,563 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 18:52:54,428 - yago11k_0.001 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.40966, Head : 0.23601, Avg : 0.32284 + MR: Tail : 933.07, Head : 1245.9, Avg : 1089.5 + Hit-1: Tail : 0.32606, Head : 0.197, Avg : 0.26153 + Hit-3: Tail : 0.44651, Head : 0.23534, Avg : 0.34093 + Hit-10: Tail : 0.57877, Head : 0.30495, Avg : 0.44186 +2023-06-19 18:52:54,428 - yago11k_0.001 - [INFO] - [Epoch 309]: Training Loss: 0.0011198, Valid MRR: 0.32657, + + + +2023-06-19 18:52:55,065 - yago11k_0.001 - [INFO] - [E:310| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:53:58,135 - yago11k_0.001 - [INFO] - [E:310| 100]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:55:01,205 - yago11k_0.001 - [INFO] - [E:310| 200]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:56:04,275 - yago11k_0.001 - [INFO] - [E:310| 300]: Train Loss:0.0011194, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:57:07,369 - yago11k_0.001 - [INFO] - [E:310| 400]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:58:10,417 - yago11k_0.001 - [INFO] - [E:310| 500]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:59:13,078 - yago11k_0.001 - [INFO] - [E:310| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 18:59:13,079 - yago11k_0.001 - [INFO] - [Epoch:310]: Training Loss:0.00112 + +2023-06-19 18:59:13,294 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 18:59:25,315 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 18:59:37,179 - yago11k_0.001 - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.40794, Head : 0.23325, Avg : 0.32059 + +2023-06-19 18:59:37,179 - yago11k_0.001 - [INFO] - [Epoch 310]: Training Loss: 0.0011202, Valid MRR: 0.32657, + + + +2023-06-19 18:59:37,817 - yago11k_0.001 - [INFO] - [E:311| 0]: Train Loss:0.0011079, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:00:40,923 - yago11k_0.001 - [INFO] - [E:311| 100]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:01:44,018 - yago11k_0.001 - [INFO] - [E:311| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:02:47,116 - yago11k_0.001 - [INFO] - [E:311| 300]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:03:50,196 - yago11k_0.001 - [INFO] - [E:311| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:04:53,259 - yago11k_0.001 - [INFO] - [E:311| 500]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:05:55,929 - yago11k_0.001 - [INFO] - [E:311| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:05:55,929 - yago11k_0.001 - [INFO] - [Epoch:311]: Training Loss:0.00112 + +2023-06-19 19:05:56,143 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 19:06:08,169 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 19:06:20,035 - yago11k_0.001 - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.41025, Head : 0.23396, Avg : 0.32211 + +2023-06-19 19:06:20,035 - yago11k_0.001 - [INFO] - [Epoch 311]: Training Loss: 0.0011203, Valid MRR: 0.32657, + + + +2023-06-19 19:06:20,671 - yago11k_0.001 - [INFO] - [E:312| 0]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:07:23,752 - yago11k_0.001 - [INFO] - [E:312| 100]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:08:26,826 - yago11k_0.001 - [INFO] - [E:312| 200]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:09:29,898 - yago11k_0.001 - [INFO] - [E:312| 300]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:10:32,985 - yago11k_0.001 - [INFO] - [E:312| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:11:36,065 - yago11k_0.001 - [INFO] - [E:312| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:12:38,718 - yago11k_0.001 - [INFO] - [E:312| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:12:38,718 - yago11k_0.001 - [INFO] - [Epoch:312]: Training Loss:0.00112 + +2023-06-19 19:12:38,932 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 19:12:50,959 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 19:13:02,827 - yago11k_0.001 - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.40815, Head : 0.22939, Avg : 0.31877 + +2023-06-19 19:13:02,827 - yago11k_0.001 - [INFO] - [Epoch 312]: Training Loss: 0.0011202, Valid MRR: 0.32657, + + + +2023-06-19 19:13:03,464 - yago11k_0.001 - [INFO] - [E:313| 0]: Train Loss:0.0011091, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:14:06,574 - yago11k_0.001 - [INFO] - [E:313| 100]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:15:09,641 - yago11k_0.001 - [INFO] - [E:313| 200]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:16:12,722 - yago11k_0.001 - [INFO] - [E:313| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:17:15,818 - yago11k_0.001 - [INFO] - [E:313| 400]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:18:18,899 - yago11k_0.001 - [INFO] - [E:313| 500]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:19:21,542 - yago11k_0.001 - [INFO] - [E:313| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:19:21,542 - yago11k_0.001 - [INFO] - [Epoch:313]: Training Loss:0.00112 + +2023-06-19 19:19:21,757 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 19:19:33,784 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 19:19:45,645 - yago11k_0.001 - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.41079, Head : 0.23118, Avg : 0.32099 + +2023-06-19 19:19:45,645 - yago11k_0.001 - [INFO] - [Epoch 313]: Training Loss: 0.0011199, Valid MRR: 0.32657, + + + +2023-06-19 19:19:46,280 - yago11k_0.001 - [INFO] - [E:314| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:20:49,346 - yago11k_0.001 - [INFO] - [E:314| 100]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:21:52,434 - yago11k_0.001 - [INFO] - [E:314| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:22:55,490 - yago11k_0.001 - [INFO] - [E:314| 300]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:23:58,570 - yago11k_0.001 - [INFO] - [E:314| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:25:01,642 - yago11k_0.001 - [INFO] - [E:314| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:26:04,313 - yago11k_0.001 - [INFO] - [E:314| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:26:04,314 - yago11k_0.001 - [INFO] - [Epoch:314]: Training Loss:0.00112 + +2023-06-19 19:26:04,528 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 19:26:16,557 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 19:26:28,421 - yago11k_0.001 - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.413, Head : 0.23122, Avg : 0.32211 + +2023-06-19 19:26:28,421 - yago11k_0.001 - [INFO] - [Epoch 314]: Training Loss: 0.0011202, Valid MRR: 0.32657, + + + +2023-06-19 19:26:29,056 - yago11k_0.001 - [INFO] - [E:315| 0]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:27:32,137 - yago11k_0.001 - [INFO] - [E:315| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:28:35,240 - yago11k_0.001 - [INFO] - [E:315| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:29:38,321 - yago11k_0.001 - [INFO] - [E:315| 300]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:30:41,400 - yago11k_0.001 - [INFO] - [E:315| 400]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:31:44,489 - yago11k_0.001 - [INFO] - [E:315| 500]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:32:47,157 - yago11k_0.001 - [INFO] - [E:315| 600]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:32:47,157 - yago11k_0.001 - [INFO] - [Epoch:315]: Training Loss:0.00112 + +2023-06-19 19:32:47,371 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 19:32:59,402 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 19:33:11,267 - yago11k_0.001 - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.41384, Head : 0.23314, Avg : 0.32349 + +2023-06-19 19:33:11,267 - yago11k_0.001 - [INFO] - [Epoch 315]: Training Loss: 0.0011196, Valid MRR: 0.32657, + + + +2023-06-19 19:33:11,907 - yago11k_0.001 - [INFO] - [E:316| 0]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:34:14,980 - yago11k_0.001 - [INFO] - [E:316| 100]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:35:18,079 - yago11k_0.001 - [INFO] - [E:316| 200]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:36:21,171 - yago11k_0.001 - [INFO] - [E:316| 300]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:37:24,250 - yago11k_0.001 - [INFO] - [E:316| 400]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:38:27,312 - yago11k_0.001 - [INFO] - [E:316| 500]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:39:29,957 - yago11k_0.001 - [INFO] - [E:316| 600]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:39:29,957 - yago11k_0.001 - [INFO] - [Epoch:316]: Training Loss:0.001119 + +2023-06-19 19:39:30,171 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 19:39:42,203 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 19:39:54,072 - yago11k_0.001 - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.41441, Head : 0.23309, Avg : 0.32375 + +2023-06-19 19:39:54,072 - yago11k_0.001 - [INFO] - [Epoch 316]: Training Loss: 0.0011195, Valid MRR: 0.32657, + + + +2023-06-19 19:39:54,710 - yago11k_0.001 - [INFO] - [E:317| 0]: Train Loss:0.0011026, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:40:57,788 - yago11k_0.001 - [INFO] - [E:317| 100]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:42:00,885 - yago11k_0.001 - [INFO] - [E:317| 200]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:43:03,966 - yago11k_0.001 - [INFO] - [E:317| 300]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:44:07,020 - yago11k_0.001 - [INFO] - [E:317| 400]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:45:10,115 - yago11k_0.001 - [INFO] - [E:317| 500]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:46:12,762 - yago11k_0.001 - [INFO] - [E:317| 600]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:46:12,762 - yago11k_0.001 - [INFO] - [Epoch:317]: Training Loss:0.00112 + +2023-06-19 19:46:12,977 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 19:46:25,007 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 19:46:36,871 - yago11k_0.001 - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.41306, Head : 0.23324, Avg : 0.32315 + +2023-06-19 19:46:36,871 - yago11k_0.001 - [INFO] - [Epoch 317]: Training Loss: 0.0011196, Valid MRR: 0.32657, + + + +2023-06-19 19:46:37,510 - yago11k_0.001 - [INFO] - [E:318| 0]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:47:40,571 - yago11k_0.001 - [INFO] - [E:318| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:48:43,655 - yago11k_0.001 - [INFO] - [E:318| 200]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:49:46,731 - yago11k_0.001 - [INFO] - [E:318| 300]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:50:49,833 - yago11k_0.001 - [INFO] - [E:318| 400]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:51:52,915 - yago11k_0.001 - [INFO] - [E:318| 500]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:52:55,588 - yago11k_0.001 - [INFO] - [E:318| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:52:55,588 - yago11k_0.001 - [INFO] - [Epoch:318]: Training Loss:0.00112 + +2023-06-19 19:52:55,802 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 19:53:07,835 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 19:53:19,697 - yago11k_0.001 - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.41166, Head : 0.23174, Avg : 0.3217 + +2023-06-19 19:53:19,697 - yago11k_0.001 - [INFO] - [Epoch 318]: Training Loss: 0.0011199, Valid MRR: 0.32657, + + + +2023-06-19 19:53:20,334 - yago11k_0.001 - [INFO] - [E:319| 0]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:54:23,406 - yago11k_0.001 - [INFO] - [E:319| 100]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:55:26,505 - yago11k_0.001 - [INFO] - [E:319| 200]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:56:29,592 - yago11k_0.001 - [INFO] - [E:319| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:57:32,686 - yago11k_0.001 - [INFO] - [E:319| 400]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:58:35,770 - yago11k_0.001 - [INFO] - [E:319| 500]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:59:38,418 - yago11k_0.001 - [INFO] - [E:319| 600]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001 +2023-06-19 19:59:38,418 - yago11k_0.001 - [INFO] - [Epoch:319]: Training Loss:0.001119 + +2023-06-19 19:59:38,632 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 19:59:50,646 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 20:00:02,496 - yago11k_0.001 - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.41043, Head : 0.23064, Avg : 0.32053 + MR: Tail : 925.37, Head : 1247.7, Avg : 1086.5 + Hit-1: Tail : 0.32398, Head : 0.19158, Avg : 0.25778 + Hit-3: Tail : 0.45207, Head : 0.22909, Avg : 0.34058 + Hit-10: Tail : 0.57377, Head : 0.30328, Avg : 0.43852 +2023-06-19 20:00:02,496 - yago11k_0.001 - [INFO] - [Epoch 319]: Training Loss: 0.0011195, Valid MRR: 0.32657, + + + +2023-06-19 20:00:03,130 - yago11k_0.001 - [INFO] - [E:320| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:01:06,109 - yago11k_0.001 - [INFO] - [E:320| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:02:09,097 - yago11k_0.001 - [INFO] - [E:320| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:03:12,080 - yago11k_0.001 - [INFO] - [E:320| 300]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:04:15,062 - yago11k_0.001 - [INFO] - [E:320| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:05:18,037 - yago11k_0.001 - [INFO] - [E:320| 500]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:06:20,601 - yago11k_0.001 - [INFO] - [E:320| 600]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:06:20,601 - yago11k_0.001 - [INFO] - [Epoch:320]: Training Loss:0.001119 + +2023-06-19 20:06:20,815 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 20:06:32,840 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 20:06:44,691 - yago11k_0.001 - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.41399, Head : 0.22867, Avg : 0.32133 + +2023-06-19 20:06:44,691 - yago11k_0.001 - [INFO] - [Epoch 320]: Training Loss: 0.0011191, Valid MRR: 0.32657, + + + +2023-06-19 20:06:45,326 - yago11k_0.001 - [INFO] - [E:321| 0]: Train Loss:0.001107, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:07:48,307 - yago11k_0.001 - [INFO] - [E:321| 100]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:08:51,284 - yago11k_0.001 - [INFO] - [E:321| 200]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:09:54,267 - yago11k_0.001 - [INFO] - [E:321| 300]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:10:57,247 - yago11k_0.001 - [INFO] - [E:321| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:12:00,234 - yago11k_0.001 - [INFO] - [E:321| 500]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:13:02,796 - yago11k_0.001 - [INFO] - [E:321| 600]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:13:02,796 - yago11k_0.001 - [INFO] - [Epoch:321]: Training Loss:0.001119 + +2023-06-19 20:13:03,010 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 20:13:15,031 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 20:13:26,891 - yago11k_0.001 - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.40798, Head : 0.22912, Avg : 0.31855 + +2023-06-19 20:13:26,891 - yago11k_0.001 - [INFO] - [Epoch 321]: Training Loss: 0.001119, Valid MRR: 0.32657, + + + +2023-06-19 20:13:27,525 - yago11k_0.001 - [INFO] - [E:322| 0]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:14:30,501 - yago11k_0.001 - [INFO] - [E:322| 100]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:15:33,494 - yago11k_0.001 - [INFO] - [E:322| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:16:36,454 - yago11k_0.001 - [INFO] - [E:322| 300]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:17:39,440 - yago11k_0.001 - [INFO] - [E:322| 400]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:18:42,422 - yago11k_0.001 - [INFO] - [E:322| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:19:44,988 - yago11k_0.001 - [INFO] - [E:322| 600]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:19:44,988 - yago11k_0.001 - [INFO] - [Epoch:322]: Training Loss:0.001119 + +2023-06-19 20:19:45,202 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 20:19:57,225 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 20:20:09,077 - yago11k_0.001 - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.416, Head : 0.23179, Avg : 0.32389 + +2023-06-19 20:20:09,078 - yago11k_0.001 - [INFO] - [Epoch 322]: Training Loss: 0.0011193, Valid MRR: 0.32657, + + + +2023-06-19 20:20:09,714 - yago11k_0.001 - [INFO] - [E:323| 0]: Train Loss:0.0011536, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:21:12,692 - yago11k_0.001 - [INFO] - [E:323| 100]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:22:15,652 - yago11k_0.001 - [INFO] - [E:323| 200]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:23:18,636 - yago11k_0.001 - [INFO] - [E:323| 300]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:24:21,608 - yago11k_0.001 - [INFO] - [E:323| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:25:24,603 - yago11k_0.001 - [INFO] - [E:323| 500]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:26:27,156 - yago11k_0.001 - [INFO] - [E:323| 600]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:26:27,157 - yago11k_0.001 - [INFO] - [Epoch:323]: Training Loss:0.001119 + +2023-06-19 20:26:27,371 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 20:26:39,392 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 20:26:51,245 - yago11k_0.001 - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.40758, Head : 0.23027, Avg : 0.31893 + +2023-06-19 20:26:51,245 - yago11k_0.001 - [INFO] - [Epoch 323]: Training Loss: 0.0011192, Valid MRR: 0.32657, + + + +2023-06-19 20:26:51,880 - yago11k_0.001 - [INFO] - [E:324| 0]: Train Loss:0.0011067, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:27:54,874 - yago11k_0.001 - [INFO] - [E:324| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:28:57,850 - yago11k_0.001 - [INFO] - [E:324| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:30:00,845 - yago11k_0.001 - [INFO] - [E:324| 300]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:31:03,830 - yago11k_0.001 - [INFO] - [E:324| 400]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:32:06,813 - yago11k_0.001 - [INFO] - [E:324| 500]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:33:09,365 - yago11k_0.001 - [INFO] - [E:324| 600]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:33:09,365 - yago11k_0.001 - [INFO] - [Epoch:324]: Training Loss:0.001119 + +2023-06-19 20:33:09,580 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 20:33:21,600 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 20:33:33,456 - yago11k_0.001 - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.40547, Head : 0.23006, Avg : 0.31776 + +2023-06-19 20:33:33,456 - yago11k_0.001 - [INFO] - [Epoch 324]: Training Loss: 0.0011192, Valid MRR: 0.32657, + + + +2023-06-19 20:33:34,091 - yago11k_0.001 - [INFO] - [E:325| 0]: Train Loss:0.0010976, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:34:37,083 - yago11k_0.001 - [INFO] - [E:325| 100]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:35:40,063 - yago11k_0.001 - [INFO] - [E:325| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:36:43,035 - yago11k_0.001 - [INFO] - [E:325| 300]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:37:46,019 - yago11k_0.001 - [INFO] - [E:325| 400]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:38:48,991 - yago11k_0.001 - [INFO] - [E:325| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:39:51,533 - yago11k_0.001 - [INFO] - [E:325| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:39:51,533 - yago11k_0.001 - [INFO] - [Epoch:325]: Training Loss:0.001119 + +2023-06-19 20:39:51,748 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 20:40:03,761 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 20:40:15,610 - yago11k_0.001 - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.41079, Head : 0.23388, Avg : 0.32233 + +2023-06-19 20:40:15,611 - yago11k_0.001 - [INFO] - [Epoch 325]: Training Loss: 0.0011188, Valid MRR: 0.32657, + + + +2023-06-19 20:40:16,246 - yago11k_0.001 - [INFO] - [E:326| 0]: Train Loss:0.0010884, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:41:19,222 - yago11k_0.001 - [INFO] - [E:326| 100]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:42:22,229 - yago11k_0.001 - [INFO] - [E:326| 200]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:43:25,218 - yago11k_0.001 - [INFO] - [E:326| 300]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:44:28,203 - yago11k_0.001 - [INFO] - [E:326| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:45:31,183 - yago11k_0.001 - [INFO] - [E:326| 500]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:46:33,732 - yago11k_0.001 - [INFO] - [E:326| 600]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:46:33,733 - yago11k_0.001 - [INFO] - [Epoch:326]: Training Loss:0.001119 + +2023-06-19 20:46:33,948 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 20:46:45,962 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 20:46:57,817 - yago11k_0.001 - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.40767, Head : 0.23042, Avg : 0.31904 + +2023-06-19 20:46:57,817 - yago11k_0.001 - [INFO] - [Epoch 326]: Training Loss: 0.001119, Valid MRR: 0.32657, + + + +2023-06-19 20:46:58,455 - yago11k_0.001 - [INFO] - [E:327| 0]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:48:01,446 - yago11k_0.001 - [INFO] - [E:327| 100]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:49:04,426 - yago11k_0.001 - [INFO] - [E:327| 200]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:50:07,394 - yago11k_0.001 - [INFO] - [E:327| 300]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:51:10,374 - yago11k_0.001 - [INFO] - [E:327| 400]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:52:13,363 - yago11k_0.001 - [INFO] - [E:327| 500]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:53:15,918 - yago11k_0.001 - [INFO] - [E:327| 600]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:53:15,919 - yago11k_0.001 - [INFO] - [Epoch:327]: Training Loss:0.001119 + +2023-06-19 20:53:16,133 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 20:53:28,149 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 20:53:40,005 - yago11k_0.001 - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.41285, Head : 0.23283, Avg : 0.32284 + +2023-06-19 20:53:40,005 - yago11k_0.001 - [INFO] - [Epoch 327]: Training Loss: 0.0011193, Valid MRR: 0.32657, + + + +2023-06-19 20:53:40,640 - yago11k_0.001 - [INFO] - [E:328| 0]: Train Loss:0.0011473, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:54:43,614 - yago11k_0.001 - [INFO] - [E:328| 100]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:55:46,609 - yago11k_0.001 - [INFO] - [E:328| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:56:49,599 - yago11k_0.001 - [INFO] - [E:328| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:57:52,577 - yago11k_0.001 - [INFO] - [E:328| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:58:55,554 - yago11k_0.001 - [INFO] - [E:328| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:59:58,122 - yago11k_0.001 - [INFO] - [E:328| 600]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 20:59:58,123 - yago11k_0.001 - [INFO] - [Epoch:328]: Training Loss:0.001119 + +2023-06-19 20:59:58,338 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 21:00:10,356 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 21:00:22,206 - yago11k_0.001 - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.41123, Head : 0.23491, Avg : 0.32307 + +2023-06-19 21:00:22,206 - yago11k_0.001 - [INFO] - [Epoch 328]: Training Loss: 0.0011189, Valid MRR: 0.32657, + + + +2023-06-19 21:00:22,841 - yago11k_0.001 - [INFO] - [E:329| 0]: Train Loss:0.0011287, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:01:25,821 - yago11k_0.001 - [INFO] - [E:329| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:02:28,801 - yago11k_0.001 - [INFO] - [E:329| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:03:31,800 - yago11k_0.001 - [INFO] - [E:329| 300]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:04:34,785 - yago11k_0.001 - [INFO] - [E:329| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:05:37,758 - yago11k_0.001 - [INFO] - [E:329| 500]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:06:40,306 - yago11k_0.001 - [INFO] - [E:329| 600]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:06:40,307 - yago11k_0.001 - [INFO] - [Epoch:329]: Training Loss:0.001119 + +2023-06-19 21:06:40,520 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 21:06:52,533 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 21:07:04,388 - yago11k_0.001 - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.40978, Head : 0.23327, Avg : 0.32153 + MR: Tail : 956.69, Head : 1257.6, Avg : 1107.1 + Hit-1: Tail : 0.33051, Head : 0.19283, Avg : 0.26167 + Hit-3: Tail : 0.44707, Head : 0.2334, Avg : 0.34023 + Hit-10: Tail : 0.56974, Head : 0.31036, Avg : 0.44005 +2023-06-19 21:07:04,388 - yago11k_0.001 - [INFO] - [Epoch 329]: Training Loss: 0.0011189, Valid MRR: 0.32657, + + + +2023-06-19 21:07:05,031 - yago11k_0.001 - [INFO] - [E:330| 0]: Train Loss:0.0011288, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:08:08,012 - yago11k_0.001 - [INFO] - [E:330| 100]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:09:10,991 - yago11k_0.001 - [INFO] - [E:330| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:10:13,964 - yago11k_0.001 - [INFO] - [E:330| 300]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:11:16,952 - yago11k_0.001 - [INFO] - [E:330| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:12:19,945 - yago11k_0.001 - [INFO] - [E:330| 500]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:13:22,486 - yago11k_0.001 - [INFO] - [E:330| 600]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:13:22,486 - yago11k_0.001 - [INFO] - [Epoch:330]: Training Loss:0.001119 + +2023-06-19 21:13:22,700 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 21:13:34,725 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 21:13:46,582 - yago11k_0.001 - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.41055, Head : 0.23283, Avg : 0.32169 + +2023-06-19 21:13:46,582 - yago11k_0.001 - [INFO] - [Epoch 330]: Training Loss: 0.0011186, Valid MRR: 0.32657, + + + +2023-06-19 21:13:47,219 - yago11k_0.001 - [INFO] - [E:331| 0]: Train Loss:0.0011263, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:14:50,201 - yago11k_0.001 - [INFO] - [E:331| 100]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:15:53,178 - yago11k_0.001 - [INFO] - [E:331| 200]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:16:56,175 - yago11k_0.001 - [INFO] - [E:331| 300]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:17:59,137 - yago11k_0.001 - [INFO] - [E:331| 400]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:19:02,119 - yago11k_0.001 - [INFO] - [E:331| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:20:04,660 - yago11k_0.001 - [INFO] - [E:331| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:20:04,661 - yago11k_0.001 - [INFO] - [Epoch:331]: Training Loss:0.001119 + +2023-06-19 21:20:04,875 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 21:20:16,895 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 21:20:28,749 - yago11k_0.001 - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.40929, Head : 0.23184, Avg : 0.32057 + +2023-06-19 21:20:28,750 - yago11k_0.001 - [INFO] - [Epoch 331]: Training Loss: 0.0011188, Valid MRR: 0.32657, + + + +2023-06-19 21:20:29,387 - yago11k_0.001 - [INFO] - [E:332| 0]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:21:32,375 - yago11k_0.001 - [INFO] - [E:332| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:22:35,350 - yago11k_0.001 - [INFO] - [E:332| 200]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:23:38,337 - yago11k_0.001 - [INFO] - [E:332| 300]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:24:41,314 - yago11k_0.001 - [INFO] - [E:332| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:25:44,306 - yago11k_0.001 - [INFO] - [E:332| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:26:46,869 - yago11k_0.001 - [INFO] - [E:332| 600]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:26:46,869 - yago11k_0.001 - [INFO] - [Epoch:332]: Training Loss:0.001119 + +2023-06-19 21:26:47,083 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 21:26:59,100 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 21:27:10,955 - yago11k_0.001 - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.40963, Head : 0.23496, Avg : 0.3223 + +2023-06-19 21:27:10,956 - yago11k_0.001 - [INFO] - [Epoch 332]: Training Loss: 0.0011187, Valid MRR: 0.32657, + + + +2023-06-19 21:27:11,592 - yago11k_0.001 - [INFO] - [E:333| 0]: Train Loss:0.0011319, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:28:14,567 - yago11k_0.001 - [INFO] - [E:333| 100]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:29:17,569 - yago11k_0.001 - [INFO] - [E:333| 200]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:30:20,539 - yago11k_0.001 - [INFO] - [E:333| 300]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:31:23,523 - yago11k_0.001 - [INFO] - [E:333| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:32:26,499 - yago11k_0.001 - [INFO] - [E:333| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:33:29,054 - yago11k_0.001 - [INFO] - [E:333| 600]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:33:29,054 - yago11k_0.001 - [INFO] - [Epoch:333]: Training Loss:0.001119 + +2023-06-19 21:33:29,268 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 21:33:41,284 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 21:33:53,134 - yago11k_0.001 - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.41203, Head : 0.23177, Avg : 0.3219 + +2023-06-19 21:33:53,134 - yago11k_0.001 - [INFO] - [Epoch 333]: Training Loss: 0.0011186, Valid MRR: 0.32657, + + + +2023-06-19 21:33:53,768 - yago11k_0.001 - [INFO] - [E:334| 0]: Train Loss:0.0010974, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:34:56,730 - yago11k_0.001 - [INFO] - [E:334| 100]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:35:59,701 - yago11k_0.001 - [INFO] - [E:334| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:37:02,687 - yago11k_0.001 - [INFO] - [E:334| 300]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:38:05,662 - yago11k_0.001 - [INFO] - [E:334| 400]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:39:08,657 - yago11k_0.001 - [INFO] - [E:334| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:40:11,196 - yago11k_0.001 - [INFO] - [E:334| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:40:11,196 - yago11k_0.001 - [INFO] - [Epoch:334]: Training Loss:0.001119 + +2023-06-19 21:40:11,410 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 21:40:23,429 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 21:40:35,280 - yago11k_0.001 - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.41053, Head : 0.23229, Avg : 0.32141 + +2023-06-19 21:40:35,280 - yago11k_0.001 - [INFO] - [Epoch 334]: Training Loss: 0.0011188, Valid MRR: 0.32657, + + + +2023-06-19 21:40:35,921 - yago11k_0.001 - [INFO] - [E:335| 0]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:41:38,903 - yago11k_0.001 - [INFO] - [E:335| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:42:41,867 - yago11k_0.001 - [INFO] - [E:335| 200]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:43:44,848 - yago11k_0.001 - [INFO] - [E:335| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:44:47,827 - yago11k_0.001 - [INFO] - [E:335| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:45:50,804 - yago11k_0.001 - [INFO] - [E:335| 500]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:46:53,353 - yago11k_0.001 - [INFO] - [E:335| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:46:53,353 - yago11k_0.001 - [INFO] - [Epoch:335]: Training Loss:0.001119 + +2023-06-19 21:46:53,568 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 21:47:05,587 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 21:47:17,441 - yago11k_0.001 - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.4108, Head : 0.23115, Avg : 0.32098 + +2023-06-19 21:47:17,441 - yago11k_0.001 - [INFO] - [Epoch 335]: Training Loss: 0.0011188, Valid MRR: 0.32657, + + + +2023-06-19 21:47:18,078 - yago11k_0.001 - [INFO] - [E:336| 0]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:48:21,064 - yago11k_0.001 - [INFO] - [E:336| 100]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:49:24,045 - yago11k_0.001 - [INFO] - [E:336| 200]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:50:27,023 - yago11k_0.001 - [INFO] - [E:336| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:51:30,006 - yago11k_0.001 - [INFO] - [E:336| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:52:32,987 - yago11k_0.001 - [INFO] - [E:336| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:53:35,542 - yago11k_0.001 - [INFO] - [E:336| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:53:35,543 - yago11k_0.001 - [INFO] - [Epoch:336]: Training Loss:0.001118 + +2023-06-19 21:53:35,758 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 21:53:47,781 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 21:53:59,633 - yago11k_0.001 - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.41134, Head : 0.234, Avg : 0.32267 + +2023-06-19 21:53:59,633 - yago11k_0.001 - [INFO] - [Epoch 336]: Training Loss: 0.001118, Valid MRR: 0.32657, + + + +2023-06-19 21:54:00,268 - yago11k_0.001 - [INFO] - [E:337| 0]: Train Loss:0.00113, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:55:03,252 - yago11k_0.001 - [INFO] - [E:337| 100]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:56:06,226 - yago11k_0.001 - [INFO] - [E:337| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:57:09,192 - yago11k_0.001 - [INFO] - [E:337| 300]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:58:12,175 - yago11k_0.001 - [INFO] - [E:337| 400]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-19 21:59:15,157 - yago11k_0.001 - [INFO] - [E:337| 500]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:00:17,723 - yago11k_0.001 - [INFO] - [E:337| 600]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:00:17,723 - yago11k_0.001 - [INFO] - [Epoch:337]: Training Loss:0.001118 + +2023-06-19 22:00:17,939 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 22:00:29,968 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 22:00:41,819 - yago11k_0.001 - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.41475, Head : 0.23302, Avg : 0.32389 + +2023-06-19 22:00:41,819 - yago11k_0.001 - [INFO] - [Epoch 337]: Training Loss: 0.0011184, Valid MRR: 0.32657, + + + +2023-06-19 22:00:42,454 - yago11k_0.001 - [INFO] - [E:338| 0]: Train Loss:0.0011012, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:01:45,443 - yago11k_0.001 - [INFO] - [E:338| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:02:48,406 - yago11k_0.001 - [INFO] - [E:338| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:03:51,379 - yago11k_0.001 - [INFO] - [E:338| 300]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:04:54,348 - yago11k_0.001 - [INFO] - [E:338| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:05:57,318 - yago11k_0.001 - [INFO] - [E:338| 500]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:06:59,871 - yago11k_0.001 - [INFO] - [E:338| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:06:59,871 - yago11k_0.001 - [INFO] - [Epoch:338]: Training Loss:0.001118 + +2023-06-19 22:07:00,085 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 22:07:12,109 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 22:07:23,963 - yago11k_0.001 - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.41299, Head : 0.23267, Avg : 0.32283 + +2023-06-19 22:07:23,963 - yago11k_0.001 - [INFO] - [Epoch 338]: Training Loss: 0.001118, Valid MRR: 0.32657, + + + +2023-06-19 22:07:24,598 - yago11k_0.001 - [INFO] - [E:339| 0]: Train Loss:0.0011323, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:08:27,579 - yago11k_0.001 - [INFO] - [E:339| 100]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:09:30,546 - yago11k_0.001 - [INFO] - [E:339| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:10:33,539 - yago11k_0.001 - [INFO] - [E:339| 300]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:11:36,526 - yago11k_0.001 - [INFO] - [E:339| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:12:39,481 - yago11k_0.001 - [INFO] - [E:339| 500]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:13:42,038 - yago11k_0.001 - [INFO] - [E:339| 600]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:13:42,038 - yago11k_0.001 - [INFO] - [Epoch:339]: Training Loss:0.001118 + +2023-06-19 22:13:42,253 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 22:13:54,280 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 22:14:06,132 - yago11k_0.001 - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.41075, Head : 0.23329, Avg : 0.32202 + MR: Tail : 927.0, Head : 1253.5, Avg : 1090.3 + Hit-1: Tail : 0.3287, Head : 0.19408, Avg : 0.26139 + Hit-3: Tail : 0.45276, Head : 0.22937, Avg : 0.34107 + Hit-10: Tail : 0.57377, Head : 0.30884, Avg : 0.4413 +2023-06-19 22:14:06,133 - yago11k_0.001 - [INFO] - [Epoch 339]: Training Loss: 0.0011184, Valid MRR: 0.32657, + + + +2023-06-19 22:14:06,767 - yago11k_0.001 - [INFO] - [E:340| 0]: Train Loss:0.0011363, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:15:09,756 - yago11k_0.001 - [INFO] - [E:340| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:16:12,739 - yago11k_0.001 - [INFO] - [E:340| 200]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:17:15,715 - yago11k_0.001 - [INFO] - [E:340| 300]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:18:18,700 - yago11k_0.001 - [INFO] - [E:340| 400]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:19:21,675 - yago11k_0.001 - [INFO] - [E:340| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:20:24,226 - yago11k_0.001 - [INFO] - [E:340| 600]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:20:24,226 - yago11k_0.001 - [INFO] - [Epoch:340]: Training Loss:0.001118 + +2023-06-19 22:20:24,440 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 22:20:36,463 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 22:20:48,317 - yago11k_0.001 - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.40948, Head : 0.23065, Avg : 0.32006 + +2023-06-19 22:20:48,317 - yago11k_0.001 - [INFO] - [Epoch 340]: Training Loss: 0.0011182, Valid MRR: 0.32657, + + + +2023-06-19 22:20:48,952 - yago11k_0.001 - [INFO] - [E:341| 0]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:21:51,934 - yago11k_0.001 - [INFO] - [E:341| 100]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:22:54,915 - yago11k_0.001 - [INFO] - [E:341| 200]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:23:57,892 - yago11k_0.001 - [INFO] - [E:341| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:25:00,858 - yago11k_0.001 - [INFO] - [E:341| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:26:03,820 - yago11k_0.001 - [INFO] - [E:341| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:27:06,367 - yago11k_0.001 - [INFO] - [E:341| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:27:06,367 - yago11k_0.001 - [INFO] - [Epoch:341]: Training Loss:0.001118 + +2023-06-19 22:27:06,582 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 22:27:18,605 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 22:27:30,461 - yago11k_0.001 - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.40992, Head : 0.23476, Avg : 0.32234 + +2023-06-19 22:27:30,461 - yago11k_0.001 - [INFO] - [Epoch 341]: Training Loss: 0.0011177, Valid MRR: 0.32657, + + + +2023-06-19 22:27:31,096 - yago11k_0.001 - [INFO] - [E:342| 0]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:28:34,094 - yago11k_0.001 - [INFO] - [E:342| 100]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:29:37,075 - yago11k_0.001 - [INFO] - [E:342| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:30:40,056 - yago11k_0.001 - [INFO] - [E:342| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:31:43,039 - yago11k_0.001 - [INFO] - [E:342| 400]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:32:46,020 - yago11k_0.001 - [INFO] - [E:342| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:33:48,556 - yago11k_0.001 - [INFO] - [E:342| 600]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:33:48,557 - yago11k_0.001 - [INFO] - [Epoch:342]: Training Loss:0.001118 + +2023-06-19 22:33:48,772 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 22:34:00,798 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 22:34:12,652 - yago11k_0.001 - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.40928, Head : 0.23308, Avg : 0.32118 + +2023-06-19 22:34:12,652 - yago11k_0.001 - [INFO] - [Epoch 342]: Training Loss: 0.0011183, Valid MRR: 0.32657, + + + +2023-06-19 22:34:13,286 - yago11k_0.001 - [INFO] - [E:343| 0]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:35:16,272 - yago11k_0.001 - [INFO] - [E:343| 100]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:36:19,254 - yago11k_0.001 - [INFO] - [E:343| 200]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:37:22,247 - yago11k_0.001 - [INFO] - [E:343| 300]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:38:25,210 - yago11k_0.001 - [INFO] - [E:343| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:39:28,179 - yago11k_0.001 - [INFO] - [E:343| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:40:30,727 - yago11k_0.001 - [INFO] - [E:343| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:40:30,728 - yago11k_0.001 - [INFO] - [Epoch:343]: Training Loss:0.001118 + +2023-06-19 22:40:30,941 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 22:40:42,972 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 22:40:54,825 - yago11k_0.001 - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.41229, Head : 0.23083, Avg : 0.32156 + +2023-06-19 22:40:54,825 - yago11k_0.001 - [INFO] - [Epoch 343]: Training Loss: 0.0011178, Valid MRR: 0.32657, + + + +2023-06-19 22:40:55,462 - yago11k_0.001 - [INFO] - [E:344| 0]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:41:58,432 - yago11k_0.001 - [INFO] - [E:344| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:43:01,408 - yago11k_0.001 - [INFO] - [E:344| 200]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:44:04,388 - yago11k_0.001 - [INFO] - [E:344| 300]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:45:07,356 - yago11k_0.001 - [INFO] - [E:344| 400]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:46:10,324 - yago11k_0.001 - [INFO] - [E:344| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:47:12,879 - yago11k_0.001 - [INFO] - [E:344| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:47:12,879 - yago11k_0.001 - [INFO] - [Epoch:344]: Training Loss:0.001118 + +2023-06-19 22:47:13,093 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 22:47:25,120 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 22:47:36,973 - yago11k_0.001 - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.41605, Head : 0.23093, Avg : 0.32349 + +2023-06-19 22:47:36,973 - yago11k_0.001 - [INFO] - [Epoch 344]: Training Loss: 0.0011177, Valid MRR: 0.32657, + + + +2023-06-19 22:47:37,607 - yago11k_0.001 - [INFO] - [E:345| 0]: Train Loss:0.0011019, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:48:40,576 - yago11k_0.001 - [INFO] - [E:345| 100]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:49:43,566 - yago11k_0.001 - [INFO] - [E:345| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:50:46,555 - yago11k_0.001 - [INFO] - [E:345| 300]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:51:49,530 - yago11k_0.001 - [INFO] - [E:345| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:52:52,503 - yago11k_0.001 - [INFO] - [E:345| 500]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:53:55,056 - yago11k_0.001 - [INFO] - [E:345| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:53:55,056 - yago11k_0.001 - [INFO] - [Epoch:345]: Training Loss:0.001117 + +2023-06-19 22:53:55,270 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 22:54:07,301 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 22:54:19,156 - yago11k_0.001 - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.41458, Head : 0.23264, Avg : 0.32361 + +2023-06-19 22:54:19,156 - yago11k_0.001 - [INFO] - [Epoch 345]: Training Loss: 0.0011175, Valid MRR: 0.32657, + + + +2023-06-19 22:54:19,793 - yago11k_0.001 - [INFO] - [E:346| 0]: Train Loss:0.001134, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:55:22,783 - yago11k_0.001 - [INFO] - [E:346| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:56:25,759 - yago11k_0.001 - [INFO] - [E:346| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:57:28,736 - yago11k_0.001 - [INFO] - [E:346| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:58:31,695 - yago11k_0.001 - [INFO] - [E:346| 400]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001 +2023-06-19 22:59:34,677 - yago11k_0.001 - [INFO] - [E:346| 500]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:00:37,220 - yago11k_0.001 - [INFO] - [E:346| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:00:37,221 - yago11k_0.001 - [INFO] - [Epoch:346]: Training Loss:0.001118 + +2023-06-19 23:00:37,435 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 23:00:49,467 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 23:01:01,322 - yago11k_0.001 - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.41383, Head : 0.22877, Avg : 0.3213 + +2023-06-19 23:01:01,322 - yago11k_0.001 - [INFO] - [Epoch 346]: Training Loss: 0.0011176, Valid MRR: 0.32657, + + + +2023-06-19 23:01:01,957 - yago11k_0.001 - [INFO] - [E:347| 0]: Train Loss:0.0011043, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:02:04,936 - yago11k_0.001 - [INFO] - [E:347| 100]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:03:07,920 - yago11k_0.001 - [INFO] - [E:347| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:04:10,906 - yago11k_0.001 - [INFO] - [E:347| 300]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:05:13,859 - yago11k_0.001 - [INFO] - [E:347| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:06:16,841 - yago11k_0.001 - [INFO] - [E:347| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:07:19,401 - yago11k_0.001 - [INFO] - [E:347| 600]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:07:19,401 - yago11k_0.001 - [INFO] - [Epoch:347]: Training Loss:0.001118 + +2023-06-19 23:07:19,616 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 23:07:31,649 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 23:07:43,507 - yago11k_0.001 - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.4155, Head : 0.23056, Avg : 0.32303 + +2023-06-19 23:07:43,507 - yago11k_0.001 - [INFO] - [Epoch 347]: Training Loss: 0.0011181, Valid MRR: 0.32657, + + + +2023-06-19 23:07:44,148 - yago11k_0.001 - [INFO] - [E:348| 0]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:08:47,123 - yago11k_0.001 - [INFO] - [E:348| 100]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:09:50,101 - yago11k_0.001 - [INFO] - [E:348| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:10:53,094 - yago11k_0.001 - [INFO] - [E:348| 300]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:11:56,060 - yago11k_0.001 - [INFO] - [E:348| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:12:59,021 - yago11k_0.001 - [INFO] - [E:348| 500]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:14:01,578 - yago11k_0.001 - [INFO] - [E:348| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:14:01,579 - yago11k_0.001 - [INFO] - [Epoch:348]: Training Loss:0.001118 + +2023-06-19 23:14:01,794 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 23:14:13,824 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 23:14:25,675 - yago11k_0.001 - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.40941, Head : 0.2293, Avg : 0.31936 + +2023-06-19 23:14:25,675 - yago11k_0.001 - [INFO] - [Epoch 348]: Training Loss: 0.0011177, Valid MRR: 0.32657, + + + +2023-06-19 23:14:26,313 - yago11k_0.001 - [INFO] - [E:349| 0]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:15:29,302 - yago11k_0.001 - [INFO] - [E:349| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:16:32,293 - yago11k_0.001 - [INFO] - [E:349| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:17:35,254 - yago11k_0.001 - [INFO] - [E:349| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:18:38,235 - yago11k_0.001 - [INFO] - [E:349| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:19:41,212 - yago11k_0.001 - [INFO] - [E:349| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:20:43,770 - yago11k_0.001 - [INFO] - [E:349| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:20:43,770 - yago11k_0.001 - [INFO] - [Epoch:349]: Training Loss:0.001118 + +2023-06-19 23:20:43,984 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 23:20:56,015 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 23:21:07,868 - yago11k_0.001 - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.41263, Head : 0.23204, Avg : 0.32233 + MR: Tail : 943.53, Head : 1255.4, Avg : 1099.4 + Hit-1: Tail : 0.33051, Head : 0.19311, Avg : 0.26181 + Hit-3: Tail : 0.45026, Head : 0.22881, Avg : 0.33954 + Hit-10: Tail : 0.57863, Head : 0.313, Avg : 0.44582 +2023-06-19 23:21:07,868 - yago11k_0.001 - [INFO] - [Epoch 349]: Training Loss: 0.0011178, Valid MRR: 0.32657, + + + +2023-06-19 23:21:08,506 - yago11k_0.001 - [INFO] - [E:350| 0]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:22:11,486 - yago11k_0.001 - [INFO] - [E:350| 100]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:23:14,469 - yago11k_0.001 - [INFO] - [E:350| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:24:17,446 - yago11k_0.001 - [INFO] - [E:350| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:25:20,420 - yago11k_0.001 - [INFO] - [E:350| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:26:23,407 - yago11k_0.001 - [INFO] - [E:350| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:27:25,954 - yago11k_0.001 - [INFO] - [E:350| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:27:25,955 - yago11k_0.001 - [INFO] - [Epoch:350]: Training Loss:0.001117 + +2023-06-19 23:27:26,168 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 23:27:38,198 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 23:27:50,051 - yago11k_0.001 - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.41213, Head : 0.23406, Avg : 0.3231 + +2023-06-19 23:27:50,051 - yago11k_0.001 - [INFO] - [Epoch 350]: Training Loss: 0.0011175, Valid MRR: 0.32657, + + + +2023-06-19 23:27:50,688 - yago11k_0.001 - [INFO] - [E:351| 0]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:28:53,683 - yago11k_0.001 - [INFO] - [E:351| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:29:56,658 - yago11k_0.001 - [INFO] - [E:351| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:30:59,631 - yago11k_0.001 - [INFO] - [E:351| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:32:02,620 - yago11k_0.001 - [INFO] - [E:351| 400]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:33:05,585 - yago11k_0.001 - [INFO] - [E:351| 500]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:34:08,158 - yago11k_0.001 - [INFO] - [E:351| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:34:08,158 - yago11k_0.001 - [INFO] - [Epoch:351]: Training Loss:0.001118 + +2023-06-19 23:34:08,373 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 23:34:20,400 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 23:34:32,256 - yago11k_0.001 - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.4092, Head : 0.23239, Avg : 0.32079 + +2023-06-19 23:34:32,256 - yago11k_0.001 - [INFO] - [Epoch 351]: Training Loss: 0.0011175, Valid MRR: 0.32657, + + + +2023-06-19 23:34:32,898 - yago11k_0.001 - [INFO] - [E:352| 0]: Train Loss:0.0011044, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:35:35,875 - yago11k_0.001 - [INFO] - [E:352| 100]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:36:38,871 - yago11k_0.001 - [INFO] - [E:352| 200]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:37:41,837 - yago11k_0.001 - [INFO] - [E:352| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:38:44,833 - yago11k_0.001 - [INFO] - [E:352| 400]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:39:47,797 - yago11k_0.001 - [INFO] - [E:352| 500]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:40:50,357 - yago11k_0.001 - [INFO] - [E:352| 600]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:40:50,357 - yago11k_0.001 - [INFO] - [Epoch:352]: Training Loss:0.001117 + +2023-06-19 23:40:50,571 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 23:41:02,602 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 23:41:14,463 - yago11k_0.001 - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.41302, Head : 0.23452, Avg : 0.32377 + +2023-06-19 23:41:14,463 - yago11k_0.001 - [INFO] - [Epoch 352]: Training Loss: 0.0011174, Valid MRR: 0.32657, + + + +2023-06-19 23:41:15,097 - yago11k_0.001 - [INFO] - [E:353| 0]: Train Loss:0.0011264, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:42:18,071 - yago11k_0.001 - [INFO] - [E:353| 100]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:43:21,057 - yago11k_0.001 - [INFO] - [E:353| 200]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:44:24,014 - yago11k_0.001 - [INFO] - [E:353| 300]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:45:26,989 - yago11k_0.001 - [INFO] - [E:353| 400]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:46:29,958 - yago11k_0.001 - [INFO] - [E:353| 500]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:47:32,496 - yago11k_0.001 - [INFO] - [E:353| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:47:32,496 - yago11k_0.001 - [INFO] - [Epoch:353]: Training Loss:0.001118 + +2023-06-19 23:47:32,711 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 23:47:44,733 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 23:47:56,592 - yago11k_0.001 - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.40918, Head : 0.23455, Avg : 0.32186 + +2023-06-19 23:47:56,593 - yago11k_0.001 - [INFO] - [Epoch 353]: Training Loss: 0.0011178, Valid MRR: 0.32657, + + + +2023-06-19 23:47:57,227 - yago11k_0.001 - [INFO] - [E:354| 0]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:49:00,215 - yago11k_0.001 - [INFO] - [E:354| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:50:03,197 - yago11k_0.001 - [INFO] - [E:354| 200]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:51:06,179 - yago11k_0.001 - [INFO] - [E:354| 300]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:52:09,140 - yago11k_0.001 - [INFO] - [E:354| 400]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:53:12,106 - yago11k_0.001 - [INFO] - [E:354| 500]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:54:14,658 - yago11k_0.001 - [INFO] - [E:354| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:54:14,659 - yago11k_0.001 - [INFO] - [Epoch:354]: Training Loss:0.001118 + +2023-06-19 23:54:14,873 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-19 23:54:26,896 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-19 23:54:38,758 - yago11k_0.001 - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.41886, Head : 0.23128, Avg : 0.32507 + +2023-06-19 23:54:38,758 - yago11k_0.001 - [INFO] - [Epoch 354]: Training Loss: 0.0011176, Valid MRR: 0.32657, + + + +2023-06-19 23:54:39,392 - yago11k_0.001 - [INFO] - [E:355| 0]: Train Loss:0.0010983, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:55:42,379 - yago11k_0.001 - [INFO] - [E:355| 100]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:56:45,333 - yago11k_0.001 - [INFO] - [E:355| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:57:48,314 - yago11k_0.001 - [INFO] - [E:355| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:58:51,285 - yago11k_0.001 - [INFO] - [E:355| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-19 23:59:54,251 - yago11k_0.001 - [INFO] - [E:355| 500]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:00:56,806 - yago11k_0.001 - [INFO] - [E:355| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:00:56,806 - yago11k_0.001 - [INFO] - [Epoch:355]: Training Loss:0.001118 + +2023-06-20 00:00:57,021 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 00:01:09,044 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 00:01:20,905 - yago11k_0.001 - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.41044, Head : 0.22915, Avg : 0.31979 + +2023-06-20 00:01:20,905 - yago11k_0.001 - [INFO] - [Epoch 355]: Training Loss: 0.001118, Valid MRR: 0.32657, + + + +2023-06-20 00:01:21,541 - yago11k_0.001 - [INFO] - [E:356| 0]: Train Loss:0.0011485, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:02:24,523 - yago11k_0.001 - [INFO] - [E:356| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:03:27,498 - yago11k_0.001 - [INFO] - [E:356| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:04:30,460 - yago11k_0.001 - [INFO] - [E:356| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:05:33,426 - yago11k_0.001 - [INFO] - [E:356| 400]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:06:36,392 - yago11k_0.001 - [INFO] - [E:356| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:07:38,939 - yago11k_0.001 - [INFO] - [E:356| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:07:38,939 - yago11k_0.001 - [INFO] - [Epoch:356]: Training Loss:0.001118 + +2023-06-20 00:07:39,153 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 00:07:51,182 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 00:08:03,044 - yago11k_0.001 - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.41191, Head : 0.22845, Avg : 0.32018 + +2023-06-20 00:08:03,044 - yago11k_0.001 - [INFO] - [Epoch 356]: Training Loss: 0.0011177, Valid MRR: 0.32657, + + + +2023-06-20 00:08:03,678 - yago11k_0.001 - [INFO] - [E:357| 0]: Train Loss:0.001109, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:09:06,667 - yago11k_0.001 - [INFO] - [E:357| 100]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:10:09,635 - yago11k_0.001 - [INFO] - [E:357| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:11:12,615 - yago11k_0.001 - [INFO] - [E:357| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:12:15,587 - yago11k_0.001 - [INFO] - [E:357| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:13:18,569 - yago11k_0.001 - [INFO] - [E:357| 500]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:14:21,105 - yago11k_0.001 - [INFO] - [E:357| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:14:21,105 - yago11k_0.001 - [INFO] - [Epoch:357]: Training Loss:0.001118 + +2023-06-20 00:14:21,319 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 00:14:33,332 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 00:14:45,188 - yago11k_0.001 - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.41223, Head : 0.23465, Avg : 0.32344 + +2023-06-20 00:14:45,188 - yago11k_0.001 - [INFO] - [Epoch 357]: Training Loss: 0.0011176, Valid MRR: 0.32657, + + + +2023-06-20 00:14:45,824 - yago11k_0.001 - [INFO] - [E:358| 0]: Train Loss:0.001114, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:15:48,800 - yago11k_0.001 - [INFO] - [E:358| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:16:51,766 - yago11k_0.001 - [INFO] - [E:358| 200]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:17:54,724 - yago11k_0.001 - [INFO] - [E:358| 300]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:18:57,692 - yago11k_0.001 - [INFO] - [E:358| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:20:00,654 - yago11k_0.001 - [INFO] - [E:358| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:21:03,205 - yago11k_0.001 - [INFO] - [E:358| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:21:03,205 - yago11k_0.001 - [INFO] - [Epoch:358]: Training Loss:0.001118 + +2023-06-20 00:21:03,420 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 00:21:15,435 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 00:21:27,298 - yago11k_0.001 - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.4098, Head : 0.23, Avg : 0.3199 + +2023-06-20 00:21:27,299 - yago11k_0.001 - [INFO] - [Epoch 358]: Training Loss: 0.0011176, Valid MRR: 0.32657, + + + +2023-06-20 00:21:27,934 - yago11k_0.001 - [INFO] - [E:359| 0]: Train Loss:0.0011412, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:22:30,928 - yago11k_0.001 - [INFO] - [E:359| 100]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:23:33,887 - yago11k_0.001 - [INFO] - [E:359| 200]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:24:36,847 - yago11k_0.001 - [INFO] - [E:359| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:25:39,824 - yago11k_0.001 - [INFO] - [E:359| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:26:42,811 - yago11k_0.001 - [INFO] - [E:359| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:27:45,363 - yago11k_0.001 - [INFO] - [E:359| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:27:45,363 - yago11k_0.001 - [INFO] - [Epoch:359]: Training Loss:0.001117 + +2023-06-20 00:27:45,578 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 00:27:57,603 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 00:28:09,459 - yago11k_0.001 - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.41218, Head : 0.22979, Avg : 0.32099 + MR: Tail : 944.83, Head : 1251.4, Avg : 1098.1 + Hit-1: Tail : 0.32954, Head : 0.18991, Avg : 0.25972 + Hit-3: Tail : 0.45304, Head : 0.22729, Avg : 0.34016 + Hit-10: Tail : 0.58169, Head : 0.30675, Avg : 0.44422 +2023-06-20 00:28:09,460 - yago11k_0.001 - [INFO] - [Epoch 359]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-20 00:28:10,095 - yago11k_0.001 - [INFO] - [E:360| 0]: Train Loss:0.0011327, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:29:13,067 - yago11k_0.001 - [INFO] - [E:360| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:30:16,038 - yago11k_0.001 - [INFO] - [E:360| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:31:19,001 - yago11k_0.001 - [INFO] - [E:360| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:32:21,976 - yago11k_0.001 - [INFO] - [E:360| 400]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:33:24,943 - yago11k_0.001 - [INFO] - [E:360| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:34:27,476 - yago11k_0.001 - [INFO] - [E:360| 600]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:34:27,476 - yago11k_0.001 - [INFO] - [Epoch:360]: Training Loss:0.001117 + +2023-06-20 00:34:27,691 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 00:34:39,707 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 00:34:51,566 - yago11k_0.001 - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.41293, Head : 0.23286, Avg : 0.3229 + +2023-06-20 00:34:51,567 - yago11k_0.001 - [INFO] - [Epoch 360]: Training Loss: 0.001117, Valid MRR: 0.32657, + + + +2023-06-20 00:34:52,201 - yago11k_0.001 - [INFO] - [E:361| 0]: Train Loss:0.001104, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:35:55,172 - yago11k_0.001 - [INFO] - [E:361| 100]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:36:58,151 - yago11k_0.001 - [INFO] - [E:361| 200]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:38:01,110 - yago11k_0.001 - [INFO] - [E:361| 300]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:39:04,096 - yago11k_0.001 - [INFO] - [E:361| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:40:07,075 - yago11k_0.001 - [INFO] - [E:361| 500]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:41:09,617 - yago11k_0.001 - [INFO] - [E:361| 600]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:41:09,617 - yago11k_0.001 - [INFO] - [Epoch:361]: Training Loss:0.001117 + +2023-06-20 00:41:09,831 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 00:41:21,853 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 00:41:33,716 - yago11k_0.001 - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.41436, Head : 0.23048, Avg : 0.32242 + +2023-06-20 00:41:33,716 - yago11k_0.001 - [INFO] - [Epoch 361]: Training Loss: 0.0011169, Valid MRR: 0.32657, + + + +2023-06-20 00:41:34,358 - yago11k_0.001 - [INFO] - [E:362| 0]: Train Loss:0.0011284, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:42:37,342 - yago11k_0.001 - [INFO] - [E:362| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:43:40,309 - yago11k_0.001 - [INFO] - [E:362| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:44:43,287 - yago11k_0.001 - [INFO] - [E:362| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:45:46,268 - yago11k_0.001 - [INFO] - [E:362| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:46:49,266 - yago11k_0.001 - [INFO] - [E:362| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:47:51,814 - yago11k_0.001 - [INFO] - [E:362| 600]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:47:51,814 - yago11k_0.001 - [INFO] - [Epoch:362]: Training Loss:0.001117 + +2023-06-20 00:47:52,028 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 00:48:04,048 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 00:48:15,915 - yago11k_0.001 - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.41276, Head : 0.23334, Avg : 0.32305 + +2023-06-20 00:48:15,915 - yago11k_0.001 - [INFO] - [Epoch 362]: Training Loss: 0.001117, Valid MRR: 0.32657, + + + +2023-06-20 00:48:16,552 - yago11k_0.001 - [INFO] - [E:363| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:49:19,545 - yago11k_0.001 - [INFO] - [E:363| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:50:22,527 - yago11k_0.001 - [INFO] - [E:363| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:51:25,510 - yago11k_0.001 - [INFO] - [E:363| 300]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:52:28,493 - yago11k_0.001 - [INFO] - [E:363| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:53:31,454 - yago11k_0.001 - [INFO] - [E:363| 500]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:54:34,013 - yago11k_0.001 - [INFO] - [E:363| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:54:34,013 - yago11k_0.001 - [INFO] - [Epoch:363]: Training Loss:0.001117 + +2023-06-20 00:54:34,227 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 00:54:46,244 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 00:54:58,110 - yago11k_0.001 - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.41711, Head : 0.22958, Avg : 0.32335 + +2023-06-20 00:54:58,110 - yago11k_0.001 - [INFO] - [Epoch 363]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-20 00:54:58,745 - yago11k_0.001 - [INFO] - [E:364| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:56:01,707 - yago11k_0.001 - [INFO] - [E:364| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:57:04,682 - yago11k_0.001 - [INFO] - [E:364| 200]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:58:07,639 - yago11k_0.001 - [INFO] - [E:364| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001 +2023-06-20 00:59:10,608 - yago11k_0.001 - [INFO] - [E:364| 400]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:00:13,584 - yago11k_0.001 - [INFO] - [E:364| 500]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:01:16,126 - yago11k_0.001 - [INFO] - [E:364| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:01:16,126 - yago11k_0.001 - [INFO] - [Epoch:364]: Training Loss:0.001117 + +2023-06-20 01:01:16,341 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 01:01:28,365 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 01:01:40,231 - yago11k_0.001 - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.41231, Head : 0.231, Avg : 0.32165 + +2023-06-20 01:01:40,231 - yago11k_0.001 - [INFO] - [Epoch 364]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-20 01:01:40,865 - yago11k_0.001 - [INFO] - [E:365| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:02:43,857 - yago11k_0.001 - [INFO] - [E:365| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:03:46,823 - yago11k_0.001 - [INFO] - [E:365| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:04:49,796 - yago11k_0.001 - [INFO] - [E:365| 300]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:05:52,759 - yago11k_0.001 - [INFO] - [E:365| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:06:55,752 - yago11k_0.001 - [INFO] - [E:365| 500]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:07:58,290 - yago11k_0.001 - [INFO] - [E:365| 600]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:07:58,290 - yago11k_0.001 - [INFO] - [Epoch:365]: Training Loss:0.001117 + +2023-06-20 01:07:58,505 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 01:08:10,522 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 01:08:22,383 - yago11k_0.001 - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.415, Head : 0.23095, Avg : 0.32298 + +2023-06-20 01:08:22,384 - yago11k_0.001 - [INFO] - [Epoch 365]: Training Loss: 0.0011167, Valid MRR: 0.32657, + + + +2023-06-20 01:08:23,019 - yago11k_0.001 - [INFO] - [E:366| 0]: Train Loss:0.0010948, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:09:26,001 - yago11k_0.001 - [INFO] - [E:366| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:10:28,964 - yago11k_0.001 - [INFO] - [E:366| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:11:31,940 - yago11k_0.001 - [INFO] - [E:366| 300]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:12:34,906 - yago11k_0.001 - [INFO] - [E:366| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:13:37,864 - yago11k_0.001 - [INFO] - [E:366| 500]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:14:40,415 - yago11k_0.001 - [INFO] - [E:366| 600]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:14:40,415 - yago11k_0.001 - [INFO] - [Epoch:366]: Training Loss:0.001117 + +2023-06-20 01:14:40,629 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 01:14:52,647 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 01:15:04,511 - yago11k_0.001 - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.41757, Head : 0.23238, Avg : 0.32497 + +2023-06-20 01:15:04,512 - yago11k_0.001 - [INFO] - [Epoch 366]: Training Loss: 0.0011167, Valid MRR: 0.32657, + + + +2023-06-20 01:15:05,147 - yago11k_0.001 - [INFO] - [E:367| 0]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:16:08,124 - yago11k_0.001 - [INFO] - [E:367| 100]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:17:11,101 - yago11k_0.001 - [INFO] - [E:367| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:18:14,089 - yago11k_0.001 - [INFO] - [E:367| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:19:17,078 - yago11k_0.001 - [INFO] - [E:367| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:20:20,069 - yago11k_0.001 - [INFO] - [E:367| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:21:22,647 - yago11k_0.001 - [INFO] - [E:367| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:21:22,647 - yago11k_0.001 - [INFO] - [Epoch:367]: Training Loss:0.001117 + +2023-06-20 01:21:22,862 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 01:21:34,881 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 01:21:46,757 - yago11k_0.001 - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.40649, Head : 0.23067, Avg : 0.31858 + +2023-06-20 01:21:46,757 - yago11k_0.001 - [INFO] - [Epoch 367]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-20 01:21:47,394 - yago11k_0.001 - [INFO] - [E:368| 0]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:22:50,378 - yago11k_0.001 - [INFO] - [E:368| 100]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:23:53,374 - yago11k_0.001 - [INFO] - [E:368| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:24:56,365 - yago11k_0.001 - [INFO] - [E:368| 300]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:25:59,359 - yago11k_0.001 - [INFO] - [E:368| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:27:02,339 - yago11k_0.001 - [INFO] - [E:368| 500]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:28:04,908 - yago11k_0.001 - [INFO] - [E:368| 600]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:28:04,908 - yago11k_0.001 - [INFO] - [Epoch:368]: Training Loss:0.001116 + +2023-06-20 01:28:05,124 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 01:28:17,163 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 01:28:29,045 - yago11k_0.001 - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.41144, Head : 0.23028, Avg : 0.32086 + +2023-06-20 01:28:29,045 - yago11k_0.001 - [INFO] - [Epoch 368]: Training Loss: 0.0011164, Valid MRR: 0.32657, + + + +2023-06-20 01:28:29,688 - yago11k_0.001 - [INFO] - [E:369| 0]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:29:32,706 - yago11k_0.001 - [INFO] - [E:369| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:30:35,740 - yago11k_0.001 - [INFO] - [E:369| 200]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:31:38,811 - yago11k_0.001 - [INFO] - [E:369| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:32:41,915 - yago11k_0.001 - [INFO] - [E:369| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:33:45,009 - yago11k_0.001 - [INFO] - [E:369| 500]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:34:47,643 - yago11k_0.001 - [INFO] - [E:369| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:34:47,643 - yago11k_0.001 - [INFO] - [Epoch:369]: Training Loss:0.001117 + +2023-06-20 01:34:47,857 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 01:34:59,890 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 01:35:11,773 - yago11k_0.001 - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.41279, Head : 0.23144, Avg : 0.32211 + MR: Tail : 914.6, Head : 1273.5, Avg : 1094.0 + Hit-1: Tail : 0.33398, Head : 0.19325, Avg : 0.26361 + Hit-3: Tail : 0.44193, Head : 0.23104, Avg : 0.33648 + Hit-10: Tail : 0.57849, Head : 0.30675, Avg : 0.44262 +2023-06-20 01:35:11,773 - yago11k_0.001 - [INFO] - [Epoch 369]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-20 01:35:12,411 - yago11k_0.001 - [INFO] - [E:370| 0]: Train Loss:0.0011417, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:36:15,510 - yago11k_0.001 - [INFO] - [E:370| 100]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:37:18,616 - yago11k_0.001 - [INFO] - [E:370| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:38:21,712 - yago11k_0.001 - [INFO] - [E:370| 300]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:39:24,798 - yago11k_0.001 - [INFO] - [E:370| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:40:27,894 - yago11k_0.001 - [INFO] - [E:370| 500]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:41:30,570 - yago11k_0.001 - [INFO] - [E:370| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:41:30,571 - yago11k_0.001 - [INFO] - [Epoch:370]: Training Loss:0.001116 + +2023-06-20 01:41:30,786 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 01:41:42,829 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 01:41:54,711 - yago11k_0.001 - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.40824, Head : 0.23469, Avg : 0.32147 + +2023-06-20 01:41:54,712 - yago11k_0.001 - [INFO] - [Epoch 370]: Training Loss: 0.0011163, Valid MRR: 0.32657, + + + +2023-06-20 01:41:55,347 - yago11k_0.001 - [INFO] - [E:371| 0]: Train Loss:0.0011028, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:42:58,464 - yago11k_0.001 - [INFO] - [E:371| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:44:01,554 - yago11k_0.001 - [INFO] - [E:371| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:45:04,669 - yago11k_0.001 - [INFO] - [E:371| 300]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:46:07,771 - yago11k_0.001 - [INFO] - [E:371| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:47:10,887 - yago11k_0.001 - [INFO] - [E:371| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:48:13,573 - yago11k_0.001 - [INFO] - [E:371| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:48:13,573 - yago11k_0.001 - [INFO] - [Epoch:371]: Training Loss:0.001116 + +2023-06-20 01:48:13,787 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 01:48:25,824 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 01:48:37,714 - yago11k_0.001 - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.41467, Head : 0.23125, Avg : 0.32296 + +2023-06-20 01:48:37,714 - yago11k_0.001 - [INFO] - [Epoch 371]: Training Loss: 0.0011163, Valid MRR: 0.32657, + + + +2023-06-20 01:48:38,352 - yago11k_0.001 - [INFO] - [E:372| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:49:41,454 - yago11k_0.001 - [INFO] - [E:372| 100]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:50:44,574 - yago11k_0.001 - [INFO] - [E:372| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:51:47,708 - yago11k_0.001 - [INFO] - [E:372| 300]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:52:50,821 - yago11k_0.001 - [INFO] - [E:372| 400]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:53:53,929 - yago11k_0.001 - [INFO] - [E:372| 500]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:54:56,606 - yago11k_0.001 - [INFO] - [E:372| 600]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:54:56,607 - yago11k_0.001 - [INFO] - [Epoch:372]: Training Loss:0.001117 + +2023-06-20 01:54:56,821 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 01:55:08,856 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 01:55:20,743 - yago11k_0.001 - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.40964, Head : 0.22971, Avg : 0.31967 + +2023-06-20 01:55:20,743 - yago11k_0.001 - [INFO] - [Epoch 372]: Training Loss: 0.0011165, Valid MRR: 0.32657, + + + +2023-06-20 01:55:21,381 - yago11k_0.001 - [INFO] - [E:373| 0]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:56:24,504 - yago11k_0.001 - [INFO] - [E:373| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:57:27,607 - yago11k_0.001 - [INFO] - [E:373| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:58:30,722 - yago11k_0.001 - [INFO] - [E:373| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001 +2023-06-20 01:59:33,829 - yago11k_0.001 - [INFO] - [E:373| 400]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:00:36,928 - yago11k_0.001 - [INFO] - [E:373| 500]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:01:39,637 - yago11k_0.001 - [INFO] - [E:373| 600]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:01:39,638 - yago11k_0.001 - [INFO] - [Epoch:373]: Training Loss:0.001116 + +2023-06-20 02:01:39,851 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 02:01:51,888 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 02:02:03,770 - yago11k_0.001 - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.40749, Head : 0.23339, Avg : 0.32044 + +2023-06-20 02:02:03,770 - yago11k_0.001 - [INFO] - [Epoch 373]: Training Loss: 0.0011162, Valid MRR: 0.32657, + + + +2023-06-20 02:02:04,410 - yago11k_0.001 - [INFO] - [E:374| 0]: Train Loss:0.001139, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:03:07,536 - yago11k_0.001 - [INFO] - [E:374| 100]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:04:10,657 - yago11k_0.001 - [INFO] - [E:374| 200]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:05:13,771 - yago11k_0.001 - [INFO] - [E:374| 300]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:06:16,896 - yago11k_0.001 - [INFO] - [E:374| 400]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:07:20,044 - yago11k_0.001 - [INFO] - [E:374| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:08:22,746 - yago11k_0.001 - [INFO] - [E:374| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:08:22,746 - yago11k_0.001 - [INFO] - [Epoch:374]: Training Loss:0.001116 + +2023-06-20 02:08:22,960 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 02:08:35,003 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 02:08:46,886 - yago11k_0.001 - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.40974, Head : 0.23395, Avg : 0.32185 + +2023-06-20 02:08:46,886 - yago11k_0.001 - [INFO] - [Epoch 374]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-20 02:08:47,527 - yago11k_0.001 - [INFO] - [E:375| 0]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:09:50,665 - yago11k_0.001 - [INFO] - [E:375| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:10:53,779 - yago11k_0.001 - [INFO] - [E:375| 200]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:11:56,923 - yago11k_0.001 - [INFO] - [E:375| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:13:00,058 - yago11k_0.001 - [INFO] - [E:375| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:14:03,215 - yago11k_0.001 - [INFO] - [E:375| 500]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:15:05,929 - yago11k_0.001 - [INFO] - [E:375| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:15:05,930 - yago11k_0.001 - [INFO] - [Epoch:375]: Training Loss:0.001116 + +2023-06-20 02:15:06,144 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 02:15:18,183 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 02:15:30,069 - yago11k_0.001 - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.41413, Head : 0.23002, Avg : 0.32207 + +2023-06-20 02:15:30,069 - yago11k_0.001 - [INFO] - [Epoch 375]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-20 02:15:30,704 - yago11k_0.001 - [INFO] - [E:376| 0]: Train Loss:0.0010914, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:16:33,853 - yago11k_0.001 - [INFO] - [E:376| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:17:36,977 - yago11k_0.001 - [INFO] - [E:376| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:18:40,122 - yago11k_0.001 - [INFO] - [E:376| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:19:43,271 - yago11k_0.001 - [INFO] - [E:376| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:20:46,420 - yago11k_0.001 - [INFO] - [E:376| 500]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:21:49,119 - yago11k_0.001 - [INFO] - [E:376| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:21:49,119 - yago11k_0.001 - [INFO] - [Epoch:376]: Training Loss:0.001116 + +2023-06-20 02:21:49,333 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 02:22:01,373 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 02:22:13,259 - yago11k_0.001 - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.41648, Head : 0.23012, Avg : 0.3233 + +2023-06-20 02:22:13,259 - yago11k_0.001 - [INFO] - [Epoch 376]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-20 02:22:13,898 - yago11k_0.001 - [INFO] - [E:377| 0]: Train Loss:0.0011053, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:23:17,041 - yago11k_0.001 - [INFO] - [E:377| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:24:20,169 - yago11k_0.001 - [INFO] - [E:377| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:25:23,318 - yago11k_0.001 - [INFO] - [E:377| 300]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:26:26,444 - yago11k_0.001 - [INFO] - [E:377| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:27:29,589 - yago11k_0.001 - [INFO] - [E:377| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:28:32,300 - yago11k_0.001 - [INFO] - [E:377| 600]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:28:32,300 - yago11k_0.001 - [INFO] - [Epoch:377]: Training Loss:0.001116 + +2023-06-20 02:28:32,514 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 02:28:44,557 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 02:28:56,445 - yago11k_0.001 - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.41315, Head : 0.23024, Avg : 0.3217 + +2023-06-20 02:28:56,445 - yago11k_0.001 - [INFO] - [Epoch 377]: Training Loss: 0.0011158, Valid MRR: 0.32657, + + + +2023-06-20 02:28:57,084 - yago11k_0.001 - [INFO] - [E:378| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:30:00,246 - yago11k_0.001 - [INFO] - [E:378| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:31:03,403 - yago11k_0.001 - [INFO] - [E:378| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:32:06,568 - yago11k_0.001 - [INFO] - [E:378| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:33:09,723 - yago11k_0.001 - [INFO] - [E:378| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:34:12,873 - yago11k_0.001 - [INFO] - [E:378| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:35:15,601 - yago11k_0.001 - [INFO] - [E:378| 600]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:35:15,601 - yago11k_0.001 - [INFO] - [Epoch:378]: Training Loss:0.001116 + +2023-06-20 02:35:15,816 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 02:35:27,854 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 02:35:39,743 - yago11k_0.001 - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.41535, Head : 0.23172, Avg : 0.32353 + +2023-06-20 02:35:39,743 - yago11k_0.001 - [INFO] - [Epoch 378]: Training Loss: 0.0011157, Valid MRR: 0.32657, + + + +2023-06-20 02:35:40,381 - yago11k_0.001 - [INFO] - [E:379| 0]: Train Loss:0.0010991, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:36:43,531 - yago11k_0.001 - [INFO] - [E:379| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:37:46,686 - yago11k_0.001 - [INFO] - [E:379| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:38:49,839 - yago11k_0.001 - [INFO] - [E:379| 300]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:39:52,994 - yago11k_0.001 - [INFO] - [E:379| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:40:56,158 - yago11k_0.001 - [INFO] - [E:379| 500]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:41:58,858 - yago11k_0.001 - [INFO] - [E:379| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:41:58,859 - yago11k_0.001 - [INFO] - [Epoch:379]: Training Loss:0.001116 + +2023-06-20 02:41:59,073 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 02:42:11,115 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 02:42:23,003 - yago11k_0.001 - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.41024, Head : 0.23087, Avg : 0.32055 + MR: Tail : 922.83, Head : 1248.5, Avg : 1085.7 + Hit-1: Tail : 0.32662, Head : 0.19228, Avg : 0.25945 + Hit-3: Tail : 0.44804, Head : 0.22895, Avg : 0.3385 + Hit-10: Tail : 0.57766, Head : 0.3037, Avg : 0.44068 +2023-06-20 02:42:23,003 - yago11k_0.001 - [INFO] - [Epoch 379]: Training Loss: 0.0011163, Valid MRR: 0.32657, + + + +2023-06-20 02:42:23,643 - yago11k_0.001 - [INFO] - [E:380| 0]: Train Loss:0.0011287, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:43:26,799 - yago11k_0.001 - [INFO] - [E:380| 100]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:44:29,934 - yago11k_0.001 - [INFO] - [E:380| 200]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:45:33,068 - yago11k_0.001 - [INFO] - [E:380| 300]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:46:36,240 - yago11k_0.001 - [INFO] - [E:380| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:47:39,391 - yago11k_0.001 - [INFO] - [E:380| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:48:42,111 - yago11k_0.001 - [INFO] - [E:380| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:48:42,111 - yago11k_0.001 - [INFO] - [Epoch:380]: Training Loss:0.001116 + +2023-06-20 02:48:42,325 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 02:48:54,365 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 02:49:06,255 - yago11k_0.001 - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.41166, Head : 0.23057, Avg : 0.32111 + +2023-06-20 02:49:06,255 - yago11k_0.001 - [INFO] - [Epoch 380]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-20 02:49:06,894 - yago11k_0.001 - [INFO] - [E:381| 0]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:50:10,027 - yago11k_0.001 - [INFO] - [E:381| 100]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:51:13,181 - yago11k_0.001 - [INFO] - [E:381| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:52:16,328 - yago11k_0.001 - [INFO] - [E:381| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:53:19,459 - yago11k_0.001 - [INFO] - [E:381| 400]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:54:22,579 - yago11k_0.001 - [INFO] - [E:381| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:55:25,270 - yago11k_0.001 - [INFO] - [E:381| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:55:25,270 - yago11k_0.001 - [INFO] - [Epoch:381]: Training Loss:0.001116 + +2023-06-20 02:55:25,484 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 02:55:37,528 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 02:55:49,414 - yago11k_0.001 - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.40928, Head : 0.2295, Avg : 0.31939 + +2023-06-20 02:55:49,414 - yago11k_0.001 - [INFO] - [Epoch 381]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-20 02:55:50,051 - yago11k_0.001 - [INFO] - [E:382| 0]: Train Loss:0.0011336, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:56:53,165 - yago11k_0.001 - [INFO] - [E:382| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:57:56,251 - yago11k_0.001 - [INFO] - [E:382| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 02:58:59,351 - yago11k_0.001 - [INFO] - [E:382| 300]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:00:02,468 - yago11k_0.001 - [INFO] - [E:382| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:01:05,575 - yago11k_0.001 - [INFO] - [E:382| 500]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:02:08,282 - yago11k_0.001 - [INFO] - [E:382| 600]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:02:08,282 - yago11k_0.001 - [INFO] - [Epoch:382]: Training Loss:0.001116 + +2023-06-20 03:02:08,498 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 03:02:20,528 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 03:02:32,407 - yago11k_0.001 - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.40713, Head : 0.23205, Avg : 0.31959 + +2023-06-20 03:02:32,407 - yago11k_0.001 - [INFO] - [Epoch 382]: Training Loss: 0.0011158, Valid MRR: 0.32657, + + + +2023-06-20 03:02:33,044 - yago11k_0.001 - [INFO] - [E:383| 0]: Train Loss:0.0011065, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:03:36,154 - yago11k_0.001 - [INFO] - [E:383| 100]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:04:39,251 - yago11k_0.001 - [INFO] - [E:383| 200]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:05:42,366 - yago11k_0.001 - [INFO] - [E:383| 300]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:06:45,481 - yago11k_0.001 - [INFO] - [E:383| 400]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:07:48,607 - yago11k_0.001 - [INFO] - [E:383| 500]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:08:51,316 - yago11k_0.001 - [INFO] - [E:383| 600]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:08:51,316 - yago11k_0.001 - [INFO] - [Epoch:383]: Training Loss:0.001116 + +2023-06-20 03:08:51,532 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 03:09:03,568 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 03:09:15,449 - yago11k_0.001 - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.40872, Head : 0.23101, Avg : 0.31986 + +2023-06-20 03:09:15,449 - yago11k_0.001 - [INFO] - [Epoch 383]: Training Loss: 0.0011161, Valid MRR: 0.32657, + + + +2023-06-20 03:09:16,087 - yago11k_0.001 - [INFO] - [E:384| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:10:19,202 - yago11k_0.001 - [INFO] - [E:384| 100]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:11:22,331 - yago11k_0.001 - [INFO] - [E:384| 200]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:12:25,457 - yago11k_0.001 - [INFO] - [E:384| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:13:28,599 - yago11k_0.001 - [INFO] - [E:384| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:14:31,710 - yago11k_0.001 - [INFO] - [E:384| 500]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:15:34,420 - yago11k_0.001 - [INFO] - [E:384| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:15:34,420 - yago11k_0.001 - [INFO] - [Epoch:384]: Training Loss:0.001116 + +2023-06-20 03:15:34,635 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 03:15:46,674 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 03:15:58,559 - yago11k_0.001 - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.4087, Head : 0.23021, Avg : 0.31945 + +2023-06-20 03:15:58,559 - yago11k_0.001 - [INFO] - [Epoch 384]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-20 03:15:59,195 - yago11k_0.001 - [INFO] - [E:385| 0]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:17:02,333 - yago11k_0.001 - [INFO] - [E:385| 100]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:18:05,457 - yago11k_0.001 - [INFO] - [E:385| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:19:08,590 - yago11k_0.001 - [INFO] - [E:385| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:20:11,732 - yago11k_0.001 - [INFO] - [E:385| 400]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:21:14,872 - yago11k_0.001 - [INFO] - [E:385| 500]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:22:17,587 - yago11k_0.001 - [INFO] - [E:385| 600]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:22:17,588 - yago11k_0.001 - [INFO] - [Epoch:385]: Training Loss:0.001115 + +2023-06-20 03:22:17,801 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 03:22:29,845 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 03:22:41,734 - yago11k_0.001 - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.41237, Head : 0.23126, Avg : 0.32181 + +2023-06-20 03:22:41,735 - yago11k_0.001 - [INFO] - [Epoch 385]: Training Loss: 0.0011154, Valid MRR: 0.32657, + + + +2023-06-20 03:22:42,370 - yago11k_0.001 - [INFO] - [E:386| 0]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:23:45,513 - yago11k_0.001 - [INFO] - [E:386| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:24:48,680 - yago11k_0.001 - [INFO] - [E:386| 200]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:25:51,865 - yago11k_0.001 - [INFO] - [E:386| 300]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:26:55,043 - yago11k_0.001 - [INFO] - [E:386| 400]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:27:58,223 - yago11k_0.001 - [INFO] - [E:386| 500]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:29:00,940 - yago11k_0.001 - [INFO] - [E:386| 600]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:29:00,940 - yago11k_0.001 - [INFO] - [Epoch:386]: Training Loss:0.001115 + +2023-06-20 03:29:01,155 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 03:29:13,200 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 03:29:25,085 - yago11k_0.001 - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.40296, Head : 0.23105, Avg : 0.31701 + +2023-06-20 03:29:25,086 - yago11k_0.001 - [INFO] - [Epoch 386]: Training Loss: 0.0011151, Valid MRR: 0.32657, + + + +2023-06-20 03:29:25,722 - yago11k_0.001 - [INFO] - [E:387| 0]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:30:28,900 - yago11k_0.001 - [INFO] - [E:387| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:31:32,065 - yago11k_0.001 - [INFO] - [E:387| 200]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:32:35,236 - yago11k_0.001 - [INFO] - [E:387| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:33:38,394 - yago11k_0.001 - [INFO] - [E:387| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:34:41,558 - yago11k_0.001 - [INFO] - [E:387| 500]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:35:44,296 - yago11k_0.001 - [INFO] - [E:387| 600]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:35:44,296 - yago11k_0.001 - [INFO] - [Epoch:387]: Training Loss:0.001115 + +2023-06-20 03:35:44,510 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 03:35:56,564 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 03:36:08,454 - yago11k_0.001 - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.41765, Head : 0.23145, Avg : 0.32455 + +2023-06-20 03:36:08,454 - yago11k_0.001 - [INFO] - [Epoch 387]: Training Loss: 0.0011155, Valid MRR: 0.32657, + + + +2023-06-20 03:36:09,095 - yago11k_0.001 - [INFO] - [E:388| 0]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:37:12,258 - yago11k_0.001 - [INFO] - [E:388| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:38:15,423 - yago11k_0.001 - [INFO] - [E:388| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:39:18,595 - yago11k_0.001 - [INFO] - [E:388| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:40:21,744 - yago11k_0.001 - [INFO] - [E:388| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:41:24,922 - yago11k_0.001 - [INFO] - [E:388| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:42:27,651 - yago11k_0.001 - [INFO] - [E:388| 600]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:42:27,651 - yago11k_0.001 - [INFO] - [Epoch:388]: Training Loss:0.001115 + +2023-06-20 03:42:27,866 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 03:42:39,912 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 03:42:51,804 - yago11k_0.001 - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.40451, Head : 0.23165, Avg : 0.31808 + +2023-06-20 03:42:51,805 - yago11k_0.001 - [INFO] - [Epoch 388]: Training Loss: 0.0011152, Valid MRR: 0.32657, + + + +2023-06-20 03:42:52,445 - yago11k_0.001 - [INFO] - [E:389| 0]: Train Loss:0.0011047, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:43:55,609 - yago11k_0.001 - [INFO] - [E:389| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:44:58,789 - yago11k_0.001 - [INFO] - [E:389| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:46:01,951 - yago11k_0.001 - [INFO] - [E:389| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:47:05,122 - yago11k_0.001 - [INFO] - [E:389| 400]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:48:08,288 - yago11k_0.001 - [INFO] - [E:389| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:49:11,011 - yago11k_0.001 - [INFO] - [E:389| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:49:11,011 - yago11k_0.001 - [INFO] - [Epoch:389]: Training Loss:0.001115 + +2023-06-20 03:49:11,225 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 03:49:23,271 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 03:49:35,158 - yago11k_0.001 - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.41406, Head : 0.22752, Avg : 0.32079 + MR: Tail : 904.04, Head : 1261.0, Avg : 1082.5 + Hit-1: Tail : 0.33259, Head : 0.18866, Avg : 0.26063 + Hit-3: Tail : 0.45026, Head : 0.22645, Avg : 0.33836 + Hit-10: Tail : 0.57335, Head : 0.298, Avg : 0.43568 +2023-06-20 03:49:35,159 - yago11k_0.001 - [INFO] - [Epoch 389]: Training Loss: 0.0011153, Valid MRR: 0.32657, + + + +2023-06-20 03:49:35,801 - yago11k_0.001 - [INFO] - [E:390| 0]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:50:38,964 - yago11k_0.001 - [INFO] - [E:390| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:51:42,127 - yago11k_0.001 - [INFO] - [E:390| 200]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:52:45,308 - yago11k_0.001 - [INFO] - [E:390| 300]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:53:48,463 - yago11k_0.001 - [INFO] - [E:390| 400]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:54:51,603 - yago11k_0.001 - [INFO] - [E:390| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:55:54,344 - yago11k_0.001 - [INFO] - [E:390| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:55:54,345 - yago11k_0.001 - [INFO] - [Epoch:390]: Training Loss:0.001115 + +2023-06-20 03:55:54,559 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 03:56:06,608 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 03:56:18,496 - yago11k_0.001 - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.4121, Head : 0.23131, Avg : 0.32171 + +2023-06-20 03:56:18,496 - yago11k_0.001 - [INFO] - [Epoch 390]: Training Loss: 0.0011153, Valid MRR: 0.32657, + + + +2023-06-20 03:56:19,139 - yago11k_0.001 - [INFO] - [E:391| 0]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:57:22,312 - yago11k_0.001 - [INFO] - [E:391| 100]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:58:25,468 - yago11k_0.001 - [INFO] - [E:391| 200]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001 +2023-06-20 03:59:28,639 - yago11k_0.001 - [INFO] - [E:391| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:00:31,804 - yago11k_0.001 - [INFO] - [E:391| 400]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:01:34,990 - yago11k_0.001 - [INFO] - [E:391| 500]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:02:37,717 - yago11k_0.001 - [INFO] - [E:391| 600]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:02:37,717 - yago11k_0.001 - [INFO] - [Epoch:391]: Training Loss:0.001115 + +2023-06-20 04:02:37,932 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 04:02:49,985 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 04:03:01,870 - yago11k_0.001 - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.41412, Head : 0.23184, Avg : 0.32298 + +2023-06-20 04:03:01,870 - yago11k_0.001 - [INFO] - [Epoch 391]: Training Loss: 0.0011152, Valid MRR: 0.32657, + + + +2023-06-20 04:03:02,509 - yago11k_0.001 - [INFO] - [E:392| 0]: Train Loss:0.0011031, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:04:05,681 - yago11k_0.001 - [INFO] - [E:392| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:05:08,821 - yago11k_0.001 - [INFO] - [E:392| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:06:11,971 - yago11k_0.001 - [INFO] - [E:392| 300]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:07:15,143 - yago11k_0.001 - [INFO] - [E:392| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:08:18,311 - yago11k_0.001 - [INFO] - [E:392| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:09:21,059 - yago11k_0.001 - [INFO] - [E:392| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:09:21,059 - yago11k_0.001 - [INFO] - [Epoch:392]: Training Loss:0.001115 + +2023-06-20 04:09:21,274 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 04:09:33,326 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 04:09:45,208 - yago11k_0.001 - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.41518, Head : 0.23012, Avg : 0.32265 + +2023-06-20 04:09:45,208 - yago11k_0.001 - [INFO] - [Epoch 392]: Training Loss: 0.0011153, Valid MRR: 0.32657, + + + +2023-06-20 04:09:45,846 - yago11k_0.001 - [INFO] - [E:393| 0]: Train Loss:0.0011295, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:10:49,017 - yago11k_0.001 - [INFO] - [E:393| 100]: Train Loss:0.001114, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:11:52,178 - yago11k_0.001 - [INFO] - [E:393| 200]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:12:55,333 - yago11k_0.001 - [INFO] - [E:393| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:13:58,492 - yago11k_0.001 - [INFO] - [E:393| 400]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:15:01,643 - yago11k_0.001 - [INFO] - [E:393| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:16:04,409 - yago11k_0.001 - [INFO] - [E:393| 600]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:16:04,409 - yago11k_0.001 - [INFO] - [Epoch:393]: Training Loss:0.001116 + +2023-06-20 04:16:04,624 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 04:16:16,677 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 04:16:28,565 - yago11k_0.001 - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.41122, Head : 0.23272, Avg : 0.32197 + +2023-06-20 04:16:28,566 - yago11k_0.001 - [INFO] - [Epoch 393]: Training Loss: 0.0011155, Valid MRR: 0.32657, + + + +2023-06-20 04:16:29,203 - yago11k_0.001 - [INFO] - [E:394| 0]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:17:32,393 - yago11k_0.001 - [INFO] - [E:394| 100]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:18:35,556 - yago11k_0.001 - [INFO] - [E:394| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:19:38,718 - yago11k_0.001 - [INFO] - [E:394| 300]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:20:41,916 - yago11k_0.001 - [INFO] - [E:394| 400]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:21:45,101 - yago11k_0.001 - [INFO] - [E:394| 500]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:22:47,845 - yago11k_0.001 - [INFO] - [E:394| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:22:47,845 - yago11k_0.001 - [INFO] - [Epoch:394]: Training Loss:0.001115 + +2023-06-20 04:22:48,060 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001 +2023-06-20 04:23:00,121 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001 +2023-06-20 04:23:12,009 - yago11k_0.001 - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.41317, Head : 0.23411, Avg : 0.32364 + +2023-06-20 04:23:12,010 - yago11k_0.001 - [INFO] - [Epoch 394]: Training Loss: 0.0011153, Valid MRR: 0.32657, + + + +2023-06-20 04:23:12,647 - yago11k_0.001 - [INFO] - [E:395| 0]: Train Loss:0.0010891, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:24:16,393 - yago11k_0.001 - [INFO] - [E:395| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:25:20,343 - yago11k_0.001 - [INFO] - [E:395| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:26:24,031 - yago11k_0.001 - [INFO] - [E:395| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001 +2023-06-20 04:27:27,756 - yago11k_0.001 - [INFO] - [E:395| 400]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_0.001 diff --git a/log/yago11k_0.001.log b/log/yago11k_0.001.log new file mode 100644 index 0000000..432238b --- /dev/null +++ b/log/yago11k_0.001.log @@ -0,0 +1,18847 @@ +2023-06-07 17:08:12,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-07 17:08:45,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:09:15,463 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:09:45,518 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:10:15,576 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:10:45,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:11:15,680 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:11:45,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:12:15,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:12:45,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:13:15,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:13:45,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:14:15,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:14:46,000 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:15:16,052 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:15:30,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-07 17:18:18,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-07 17:20:49,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-07 17:22:50,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-07 17:24:37,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-07 17:25:09,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:25:39,998 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:26:10,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:26:40,068 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:27:10,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:27:40,166 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:28:10,208 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:28:40,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:29:10,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:29:40,350 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:30:10,380 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:30:40,423 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:31:10,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:31:40,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:32:10,522 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:32:40,563 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:33:10,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:33:40,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:34:10,669 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:34:40,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:35:10,718 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:35:40,740 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:36:10,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:36:40,821 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:37:10,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:37:40,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:38:10,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:38:40,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:39:10,998 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:39:41,038 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:40:11,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:40:41,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:41:11,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:41:41,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:42:11,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:42:41,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:43:11,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:43:41,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:44:11,374 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:44:41,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:45:11,456 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:45:41,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:46:11,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:46:41,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:47:11,609 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:47:41,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:48:11,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:48:41,724 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:49:11,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:49:41,802 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:50:11,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:50:41,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:51:11,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:51:41,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:52:11,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:52:42,018 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:53:12,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:53:42,097 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:54:12,133 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:54:42,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:55:12,203 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:55:42,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:56:12,277 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:56:42,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:57:12,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:57:42,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:58:12,431 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:58:42,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:59:12,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 17:59:42,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:00:12,569 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:00:42,611 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:01:12,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:01:42,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:02:12,730 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:02:42,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:03:12,805 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:03:42,838 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:04:12,875 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:04:42,921 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:05:12,958 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:05:42,998 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:06:13,030 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:06:43,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:07:13,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:07:43,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:08:13,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:08:43,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:09:13,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:09:43,291 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:10:13,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:10:43,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:11:13,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:11:43,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:12:13,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:12:43,514 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:13:13,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:13:43,594 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:14:13,611 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:14:43,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:15:13,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:15:43,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:16:13,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:16:43,810 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:17:13,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:17:43,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:18:13,905 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:18:43,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:19:13,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:19:43,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:20:14,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:20:44,077 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:21:14,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:21:44,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:22:14,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:22:44,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:23:14,261 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:23:44,303 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:24:14,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:24:44,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:25:14,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:25:44,418 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:26:14,460 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:26:44,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:27:14,504 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:27:44,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:28:14,569 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:28:44,610 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:29:14,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:29:44,675 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:30:14,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:30:44,757 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:31:14,798 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:31:44,839 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:32:14,881 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:32:44,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:33:14,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:33:44,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:34:15,014 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:34:45,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:35:15,097 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:35:45,136 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:36:15,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:36:45,180 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:37:15,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:37:45,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:38:15,276 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:38:45,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:39:15,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:39:45,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:40:15,426 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:40:45,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:41:15,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:41:45,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:42:15,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:42:45,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:43:15,638 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:43:45,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:44:15,713 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:44:45,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:45:15,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:45:52,378 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:46:24,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:46:57,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:47:29,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:48:01,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:48:34,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:49:06,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:49:38,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:50:10,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:50:42,633 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:51:14,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:51:46,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:52:18,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:52:50,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:53:22,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:53:54,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:54:27,401 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:54:59,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:55:31,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:56:04,754 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:56:37,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:57:09,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:57:41,210 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:58:13,633 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:58:45,626 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:59:18,029 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 18:59:50,096 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:00:22,660 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:00:54,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:01:26,967 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:01:58,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:02:31,441 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:03:03,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:03:36,034 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:04:08,038 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:04:40,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:05:12,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:05:44,563 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:06:16,722 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:06:49,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:07:21,366 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:07:53,408 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:08:25,434 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:08:57,866 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:09:29,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:10:02,114 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:10:34,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:11:06,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:11:38,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:12:11,072 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:12:43,100 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:13:15,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:13:47,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:14:19,220 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:14:51,535 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:15:24,085 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:15:56,132 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:16:28,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:17:00,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:17:33,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:18:05,429 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:18:37,544 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:19:09,456 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:19:41,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:20:13,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:20:45,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:21:17,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:21:49,910 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:22:22,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:22:54,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:23:26,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:23:58,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:24:30,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:25:03,336 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:25:35,551 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:26:08,081 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:26:40,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:27:12,293 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:27:44,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:28:16,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:28:49,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:29:21,321 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:29:53,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:30:25,799 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:30:58,362 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:31:30,618 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:32:02,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:32:35,072 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:33:07,059 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:33:39,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:34:11,578 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:34:44,352 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:35:16,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:35:49,705 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:36:22,424 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:36:55,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:37:28,076 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:38:00,928 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:38:33,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:39:06,459 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:39:39,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:40:12,097 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:40:44,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:41:17,797 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:41:50,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:42:23,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:42:56,487 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:43:29,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:44:02,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:44:35,288 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:45:07,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:45:40,620 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:46:13,509 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:46:46,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:47:18,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:47:51,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:48:24,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:48:57,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:49:30,092 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:50:03,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:50:35,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:51:08,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:51:41,177 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:52:14,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:52:46,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:53:19,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:53:52,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:54:25,631 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:54:57,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:55:30,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:56:03,636 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:56:36,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:57:09,531 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:57:41,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:58:14,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:58:47,840 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:59:20,620 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 19:59:53,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:00:26,371 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:00:58,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:01:31,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:02:04,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:02:37,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:03:09,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:03:42,795 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:04:15,713 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:04:48,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:05:21,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:05:54,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:06:27,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:06:59,560 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:07:32,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:08:04,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:08:37,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:09:10,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:09:43,123 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:10:15,726 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:10:48,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:11:21,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:11:54,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:12:27,356 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:12:59,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:13:32,913 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:14:05,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:14:38,300 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:15:11,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:15:44,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:16:16,519 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:16:49,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:17:22,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:17:55,085 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:18:27,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:19:00,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:19:33,731 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:20:06,085 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:20:38,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:21:11,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:21:44,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:22:16,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:22:49,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:23:22,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:23:55,404 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:24:28,096 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:25:01,013 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:25:33,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:26:06,338 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:26:39,231 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:27:11,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:27:44,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:28:17,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:28:50,230 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:29:23,101 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:29:55,784 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:30:28,869 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:31:01,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:31:34,730 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:32:07,677 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:32:40,361 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:33:12,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:33:45,963 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:34:18,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:34:51,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:35:24,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:35:56,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:36:29,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:37:02,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:37:35,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:38:07,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:38:40,830 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:39:13,783 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:39:46,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:40:19,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:40:52,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:41:24,952 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:41:57,783 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:42:30,737 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:43:03,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:43:35,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:44:08,559 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:44:41,367 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:45:14,149 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:45:47,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:46:19,948 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:46:52,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:47:25,301 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:47:57,802 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:48:30,478 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:49:03,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:49:36,274 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:50:08,667 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:50:41,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:51:14,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:51:47,014 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:52:19,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:52:52,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:53:24,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:53:57,539 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:54:30,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:55:03,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:55:36,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:56:08,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:56:41,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:57:14,661 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:57:47,551 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:58:20,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:58:53,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:59:26,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 20:59:58,960 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:00:31,736 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:01:04,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:01:36,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:02:09,833 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:02:42,487 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:03:15,321 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:03:47,830 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:04:20,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:04:53,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:05:26,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:05:59,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:06:32,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:07:04,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:07:37,311 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:08:10,187 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:08:43,143 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:09:15,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:09:48,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:10:21,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:10:54,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:11:26,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:11:59,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:12:32,071 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:13:04,797 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:13:37,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:14:09,797 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:14:42,345 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:15:15,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:15:47,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:16:20,522 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:16:53,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:17:25,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:17:58,140 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:18:31,101 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:19:03,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:19:36,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:20:08,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:20:41,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:21:14,456 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:21:46,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:22:19,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:22:52,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:23:25,057 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:23:57,845 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:24:30,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:25:03,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:25:35,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:26:08,871 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:26:41,556 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:27:14,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:27:47,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:28:20,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:28:52,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:29:25,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:29:58,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:30:31,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:31:03,858 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:31:36,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:32:08,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:32:41,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:33:14,640 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:33:47,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:34:20,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:34:53,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:35:25,431 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:35:58,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:36:30,703 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:37:03,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:37:35,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:38:08,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:38:41,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:39:14,429 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:39:47,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:40:20,213 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:40:52,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:41:25,830 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:41:58,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:42:31,329 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:43:04,097 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:43:36,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:44:09,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:44:42,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:45:14,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:45:47,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:46:20,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:46:52,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:47:25,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:47:58,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:48:31,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:49:04,014 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:49:36,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:50:09,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:50:42,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:51:15,082 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:51:47,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:52:20,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:52:53,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:53:26,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:53:59,038 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:54:31,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:55:04,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:55:37,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:56:10,006 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:56:42,322 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:57:15,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:57:47,888 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:58:20,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:58:53,492 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:59:26,270 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 21:59:58,660 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:00:31,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:01:04,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:01:37,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:02:09,525 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:02:41,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:03:14,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:03:47,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:04:20,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:04:52,754 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:05:25,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:05:58,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:06:31,101 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:07:03,832 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:07:36,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:08:09,427 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:08:42,133 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:09:14,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:09:47,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:10:20,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:10:53,454 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:11:26,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:11:58,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:12:31,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:13:04,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:13:37,261 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:14:10,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:14:42,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:15:15,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:15:48,089 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:16:20,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:16:53,042 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:17:25,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:17:58,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:18:30,401 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:19:03,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:19:35,626 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:20:08,340 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:20:40,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:21:13,524 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:21:46,431 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:22:19,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:22:51,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:23:24,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:23:57,096 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:24:29,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:25:02,518 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:25:35,337 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:26:07,680 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:26:40,456 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:27:13,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:27:45,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:28:18,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:28:51,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:29:23,606 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:29:56,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:30:28,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:31:01,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:31:34,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:32:06,431 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:32:39,334 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:33:11,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:33:44,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:34:16,817 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:34:49,280 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:35:21,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:35:54,726 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:36:27,264 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:37:00,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:37:32,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:38:05,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:38:38,514 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:39:11,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:39:44,213 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:40:16,825 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:40:49,680 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:41:22,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:41:55,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:42:27,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:43:00,285 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:43:33,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:44:05,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:44:38,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:45:10,902 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:45:43,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:46:16,089 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:46:48,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:47:21,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:47:54,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:48:27,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:49:00,234 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:49:32,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:50:05,291 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:50:38,090 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:51:10,913 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:51:43,778 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:52:15,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:52:48,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:53:21,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:53:54,100 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:54:27,196 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:54:59,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:55:31,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:56:04,093 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:56:36,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:57:09,082 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:57:41,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:58:14,661 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:58:47,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:59:20,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 22:59:52,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:00:24,877 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:00:57,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:01:30,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:02:03,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:02:35,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:03:08,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:03:41,070 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:04:13,518 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:04:46,231 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:05:19,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:05:51,872 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:06:24,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:06:57,515 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:07:30,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:08:03,077 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:08:35,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:09:08,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:09:41,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:10:14,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:10:46,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:11:19,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:11:52,184 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:12:24,795 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:12:57,743 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:13:30,084 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:14:02,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:14:35,169 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:15:07,617 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:15:40,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:16:13,178 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:16:45,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:17:18,467 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:17:51,278 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:18:23,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:18:56,539 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:19:29,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:20:01,666 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:20:34,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:21:07,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:21:40,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:22:12,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:22:45,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:23:18,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:23:50,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:24:23,740 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:24:56,575 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:25:28,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:26:01,434 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:26:34,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:27:06,968 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:27:39,688 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:28:12,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:28:45,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:29:18,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:29:50,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:30:23,898 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:30:56,567 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:31:29,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:32:02,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:32:35,147 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:33:07,969 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:33:40,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:34:12,967 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:34:45,903 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:35:18,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:35:51,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:36:24,100 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:36:57,035 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:37:29,551 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:38:02,452 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:38:35,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:39:07,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:39:40,639 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:40:13,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:40:45,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:41:18,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:41:51,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:42:24,380 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:42:57,068 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:43:29,347 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:44:02,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:44:34,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:45:07,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:45:40,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:46:13,164 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:46:45,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:47:18,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:47:50,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:48:23,596 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:48:56,461 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:49:29,214 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:50:02,033 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:50:34,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:51:07,631 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:51:40,341 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:52:13,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:52:46,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:53:18,382 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:53:50,875 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:54:23,842 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:54:56,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:55:29,060 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:56:01,763 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:56:34,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:57:07,488 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:57:40,163 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:58:13,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:58:45,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:59:18,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-07 23:59:50,793 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:00:23,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:00:56,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:01:29,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:02:02,151 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:02:35,019 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:03:08,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:03:40,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:04:13,595 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:04:46,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:05:19,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:05:51,675 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:06:24,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:06:57,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:07:30,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:08:02,833 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:08:35,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:09:07,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:09:40,617 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:10:13,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:10:46,123 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:11:18,517 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:11:51,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:12:23,845 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:12:56,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:13:29,411 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:14:02,427 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:14:35,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:15:08,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:15:40,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:16:13,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:16:45,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:17:18,407 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:17:50,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:18:23,648 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:18:56,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:19:29,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:20:01,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:20:34,620 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:21:07,261 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:21:40,154 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:22:12,626 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:22:45,795 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:23:18,531 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:23:51,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:24:24,123 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:24:56,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:25:29,527 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:26:02,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:26:35,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:27:07,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:27:40,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:28:13,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:28:46,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:29:18,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:29:51,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:30:24,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:30:57,064 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:31:29,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:32:02,583 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:32:35,562 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:33:08,321 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:33:41,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:34:14,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:34:46,783 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:35:19,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:35:52,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:36:25,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:36:57,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:37:30,203 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:38:03,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:38:35,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:39:08,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:39:40,867 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:40:13,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:40:45,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:41:18,446 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:41:51,117 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:42:23,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:42:56,347 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:43:28,958 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:44:01,164 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:44:34,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:45:06,462 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:45:38,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:46:11,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:46:44,654 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:47:17,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:47:50,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:48:22,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:48:55,323 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:49:27,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:50:00,648 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:50:33,356 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:51:06,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:51:39,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:52:11,620 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:52:44,357 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:53:17,311 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:53:50,242 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:54:22,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:54:55,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:55:28,173 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:56:00,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:56:33,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:57:05,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:57:38,869 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:58:11,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:58:43,936 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:59:16,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 00:59:49,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:00:22,292 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:00:55,293 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:01:27,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:02:00,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:02:32,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:03:05,373 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:03:37,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:04:10,717 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:04:43,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:05:15,997 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:05:48,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:06:21,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:06:54,256 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:07:27,298 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:08:00,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:08:32,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:09:05,448 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:09:38,303 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:10:11,016 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:10:43,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:11:16,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:11:49,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:12:22,129 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:12:54,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:13:27,730 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:14:00,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:14:32,905 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:15:05,725 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:15:38,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:16:11,277 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:16:44,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:17:17,062 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:17:49,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:18:22,778 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:18:55,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:19:28,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:20:01,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:20:33,950 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:21:06,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:21:39,688 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:22:12,419 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:22:45,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:23:17,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:23:50,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:24:23,206 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:24:56,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:25:28,516 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:26:01,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:26:33,866 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:27:06,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:27:39,173 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:28:11,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:28:44,716 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:29:17,034 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:29:50,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:30:22,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:30:55,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:31:28,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:32:00,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:32:33,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:33:06,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:33:38,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:34:11,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:34:43,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:35:16,277 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:35:49,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:36:21,851 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:36:54,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:37:27,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:38:00,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:38:33,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:39:05,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:39:38,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:40:11,428 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:40:44,181 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:41:16,845 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:41:49,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:42:22,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:42:54,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:43:27,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:44:00,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:44:33,104 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:45:05,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:45:38,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:46:11,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:46:44,345 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:47:17,285 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:47:50,373 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:48:22,998 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:48:56,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:49:28,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:50:01,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:50:33,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:51:06,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:51:39,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:52:11,777 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:52:44,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:53:17,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:53:49,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:54:22,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:54:55,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:55:28,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:56:01,486 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:56:34,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:57:07,122 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:57:40,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:58:12,801 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:58:45,771 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:59:18,648 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 01:59:51,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:00:24,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:00:57,409 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:01:30,265 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:02:03,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:02:36,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:03:08,875 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:03:41,350 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:04:14,087 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:04:46,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:05:19,318 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:05:51,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:06:24,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:06:57,350 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:07:30,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:08:02,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:08:35,312 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:09:07,667 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:09:40,326 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:10:13,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:10:45,756 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:11:18,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:11:51,523 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:12:24,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:12:57,187 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:13:30,008 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:14:03,038 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:14:35,362 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:15:08,155 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:15:40,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:16:14,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:16:46,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:17:19,351 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:17:51,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:18:24,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:18:57,509 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:19:30,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:20:02,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:20:35,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:21:08,524 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:21:40,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:22:13,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:22:46,518 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:23:19,316 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:23:51,579 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:24:24,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:24:56,208 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:25:28,976 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:26:01,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:26:34,405 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:27:06,989 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:27:39,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:28:12,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:28:44,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:29:17,266 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:29:50,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:30:23,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:30:55,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:31:28,431 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:32:01,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:32:34,089 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:33:07,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:33:40,064 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:34:12,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:34:45,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:35:18,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:35:50,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:36:23,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:36:55,960 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:37:28,804 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:38:01,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:38:34,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:39:07,206 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:39:39,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:40:12,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:40:45,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:41:18,735 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:41:51,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:42:24,304 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:42:57,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:43:29,540 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:44:02,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:44:35,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:45:07,676 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:45:40,619 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:46:12,903 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:46:45,800 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:47:18,721 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:47:51,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:48:24,449 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:48:57,465 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:49:29,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:50:02,853 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:50:35,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:51:08,449 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:51:41,208 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:52:14,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:52:46,948 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:53:19,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:53:51,960 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:54:24,842 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:54:57,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:55:30,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:56:03,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:56:35,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:57:08,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:57:41,203 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:58:13,522 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:58:46,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:59:19,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 02:59:51,642 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:00:24,318 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:00:57,182 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:01:29,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:02:02,528 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:02:35,540 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:03:08,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:03:41,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:04:13,717 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:04:46,534 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:05:19,327 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:05:52,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:06:25,155 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:06:57,831 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:07:30,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:08:03,189 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:08:35,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:09:08,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:09:40,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:10:13,117 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:10:46,184 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:11:18,479 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:11:51,302 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:12:23,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:12:56,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:13:29,194 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:14:01,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:14:34,808 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:15:07,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:15:39,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:16:12,620 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:16:45,018 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:17:18,042 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:17:50,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:18:23,695 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:18:56,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:19:29,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:20:01,752 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:20:34,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:21:07,463 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:21:40,356 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:22:13,270 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:22:45,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:23:18,626 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:23:51,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:24:24,201 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:24:56,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:25:29,498 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:26:02,391 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:26:35,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:27:08,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:27:40,703 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:28:13,524 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:28:46,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:29:19,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:29:51,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:30:24,735 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:30:57,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:31:30,030 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:32:03,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:32:36,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:33:08,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:33:41,744 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:34:14,465 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:34:46,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:35:19,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:35:52,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:36:25,202 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:36:58,113 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:37:30,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:38:03,830 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:38:36,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:39:09,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:39:41,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:40:14,462 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:40:47,261 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:41:20,177 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:41:52,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:42:25,875 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:42:58,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:43:31,397 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:44:04,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:44:36,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:45:09,449 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:45:42,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:46:14,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:46:47,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:47:20,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:47:53,477 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:48:26,362 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:48:59,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:49:32,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:50:04,807 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:50:37,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:51:10,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:51:43,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:52:15,965 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:52:48,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:53:20,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:53:53,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:54:26,746 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:54:59,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:55:32,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:56:04,840 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:56:37,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:57:10,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:57:43,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:58:16,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:58:49,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:59:21,283 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 03:59:54,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:00:27,091 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:00:59,697 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:01:32,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:02:05,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:02:37,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:03:10,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:03:43,229 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:04:16,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:04:48,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:05:21,144 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:05:53,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:06:26,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:06:58,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:07:31,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:08:04,173 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:08:37,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:09:09,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:09:42,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:10:15,078 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:10:48,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:11:20,450 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:11:53,377 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:12:26,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:12:59,087 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:13:31,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:14:04,419 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:14:37,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:15:10,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:15:42,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:16:15,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:16:48,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:17:21,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:17:53,546 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:18:26,461 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:18:58,689 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:19:31,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:20:04,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:20:37,035 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:21:09,849 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:21:42,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:22:15,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:22:47,788 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:23:20,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:23:53,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:24:26,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:24:59,018 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:25:31,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:26:04,606 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:26:37,301 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:27:10,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:27:42,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:28:15,523 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:28:48,230 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:29:20,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:29:53,500 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:30:26,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:30:59,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:31:31,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:32:04,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:32:37,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:33:10,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:33:43,136 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:34:15,985 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:34:48,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:35:21,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:35:54,498 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:36:27,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:36:59,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:37:32,923 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:38:05,846 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:38:38,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:39:11,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:39:44,028 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:40:16,869 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:40:49,796 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:41:22,606 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:41:55,412 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:42:28,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:43:01,144 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:43:34,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:44:06,632 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:44:39,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:45:11,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:45:44,353 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:46:17,029 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:46:49,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:47:22,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:47:55,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:48:28,129 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:49:01,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:49:34,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:50:06,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:50:39,578 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:51:12,474 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:51:44,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:52:17,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:52:50,458 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:53:23,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:53:55,738 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:54:28,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:55:00,936 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:55:33,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:56:06,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:56:39,446 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:57:12,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:57:45,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:58:17,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:58:50,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:59:23,608 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 04:59:56,519 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:00:29,278 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:01:02,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:01:34,901 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:02:07,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:02:40,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:03:13,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:03:45,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:04:18,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:04:50,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:05:23,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:05:56,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:06:29,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:07:02,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:07:35,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:08:07,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:08:40,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:09:12,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:09:45,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:10:18,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:10:51,406 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:11:24,146 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:11:57,205 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:12:29,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:13:02,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:13:35,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:14:07,611 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:14:40,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:15:13,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:15:45,985 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:16:18,450 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:16:51,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:17:24,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:17:56,855 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:18:29,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:19:02,021 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:19:34,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:20:07,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:20:40,677 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:21:13,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:21:45,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:22:18,730 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:22:51,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:23:23,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:23:56,877 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:24:29,875 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:25:02,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:25:35,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:26:08,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:26:41,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:27:14,213 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:27:46,645 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:28:19,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:28:52,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:29:24,948 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:29:57,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:30:30,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:31:03,428 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:31:36,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:32:09,143 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:32:42,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:33:15,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:33:47,743 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:34:20,270 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:34:53,271 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:35:26,096 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:35:59,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:36:31,448 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:37:04,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:37:37,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:38:09,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:38:42,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:39:15,565 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:39:48,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:40:21,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:40:53,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:41:26,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:41:59,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:42:32,135 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:43:05,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:43:37,902 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:44:10,606 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:44:43,090 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:45:15,524 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:45:48,285 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:46:20,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:46:53,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:47:26,460 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:47:59,143 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:48:31,349 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:49:04,271 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:49:36,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:50:09,618 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:50:42,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:51:15,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:51:48,078 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:52:21,154 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:52:53,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:53:26,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:53:59,548 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:54:32,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:55:05,133 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:55:37,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:56:10,121 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:56:43,068 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:57:15,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:57:48,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:58:21,423 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:58:54,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 05:59:27,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:00:00,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:00:32,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:01:05,384 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:01:38,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:02:10,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:02:43,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:03:16,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:03:48,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:04:21,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:04:54,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:05:27,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:05:59,956 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:06:32,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:07:05,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:07:38,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:08:11,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:08:44,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:09:16,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:09:49,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:10:22,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:10:54,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:11:27,363 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:12:00,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:12:32,924 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:13:05,465 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:13:38,149 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:14:11,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:14:43,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:15:16,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:15:49,468 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:16:22,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:16:55,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:17:27,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:18:00,449 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:18:33,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:19:06,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:19:38,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:20:11,825 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:20:44,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:21:17,540 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:21:50,486 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:22:23,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:22:55,519 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:23:28,356 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:24:01,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:24:33,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:25:06,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:25:39,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:26:11,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:26:44,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:27:17,744 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:27:50,450 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:28:23,309 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:28:55,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:29:28,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:30:01,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:30:34,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:31:06,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:31:39,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:32:11,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:32:43,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:33:16,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:33:49,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:34:22,738 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:34:55,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:35:28,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:36:00,965 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:36:33,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:37:06,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:37:38,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:38:12,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:38:44,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:39:17,350 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:39:50,234 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:40:22,838 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:40:55,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:41:28,319 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:42:01,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:42:33,454 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:43:06,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:43:38,787 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:44:11,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:44:44,362 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:45:17,350 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:45:50,261 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:46:23,032 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:46:56,002 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:47:28,686 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:48:01,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:48:33,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:49:06,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:49:39,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:50:11,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:50:44,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:51:17,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:51:50,080 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:52:22,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:52:55,443 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:53:28,362 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:54:01,133 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:54:34,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:55:06,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:55:39,478 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:56:11,712 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:56:44,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:57:17,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:57:50,304 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:58:23,136 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:58:55,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 06:59:28,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:00:01,021 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:00:33,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:01:06,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:01:39,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:02:12,304 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:02:45,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:03:18,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:03:51,026 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:04:23,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:04:56,726 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:05:29,519 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:06:02,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:06:35,093 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:07:07,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:07:40,427 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:08:13,177 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:08:46,137 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:09:18,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:09:51,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:10:24,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:10:57,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:11:29,789 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:12:02,669 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:12:35,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:13:07,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:13:40,761 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:14:13,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:14:46,078 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:15:19,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:15:51,857 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:16:24,813 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:16:57,039 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:17:29,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:18:02,928 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:18:35,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:19:08,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:19:41,422 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:20:14,184 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:20:47,182 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:21:19,544 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:21:52,556 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:22:25,373 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:22:58,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:23:30,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:24:03,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:24:36,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:25:08,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:25:41,581 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:26:14,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:26:47,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:27:20,085 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:27:52,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:28:25,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:28:58,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:29:31,000 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:30:03,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:30:35,961 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:31:08,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:31:41,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:32:13,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:32:46,618 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:33:19,384 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:33:51,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:34:24,242 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:34:56,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:35:29,062 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:36:01,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:36:34,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:37:07,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:37:39,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:38:12,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:38:45,341 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:39:18,222 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:39:50,838 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:40:23,558 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:40:56,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:41:29,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:42:02,043 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:42:34,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:43:07,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:43:40,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:44:13,802 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:44:46,604 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:45:19,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:45:52,202 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:46:24,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:46:57,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:47:30,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:48:03,689 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:48:36,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:49:09,356 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:49:42,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:50:14,932 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:50:47,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:51:20,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:51:53,283 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:52:26,175 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:52:59,030 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:53:31,825 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:54:04,418 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:54:36,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:55:09,695 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:55:42,827 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:56:15,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:56:48,517 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:57:21,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:57:54,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:58:26,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:58:59,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 07:59:32,665 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:00:05,448 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:00:38,260 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:01:11,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:01:43,730 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:02:16,401 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:02:48,983 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:03:21,527 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:03:54,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:04:27,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:05:00,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:05:32,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:06:05,256 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:06:38,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:07:10,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:07:43,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:08:16,519 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:08:49,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:09:21,616 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:09:54,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:10:27,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:10:59,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:11:32,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:12:05,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:12:38,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:13:11,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:13:44,032 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:14:16,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:14:49,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:15:21,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:15:54,563 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:16:27,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:16:59,915 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:17:32,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:18:05,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:18:38,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:19:10,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:19:43,540 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:20:15,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:20:48,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:21:21,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:21:54,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:22:26,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:22:59,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:23:32,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:24:05,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:24:38,008 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:25:10,349 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:25:43,322 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:26:16,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:26:48,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:27:21,756 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:27:54,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:28:27,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:29:00,230 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:29:33,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:30:05,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:30:38,609 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:31:10,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:31:43,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:32:16,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:32:49,550 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:33:22,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:33:55,004 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:34:27,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:35:00,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:35:33,123 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:36:06,057 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:36:39,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:37:11,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:37:44,063 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:38:17,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:38:49,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:39:22,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:39:55,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:40:28,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:41:00,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:41:33,950 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:42:06,675 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:42:39,596 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:43:12,528 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:43:45,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:44:18,261 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:44:50,834 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:45:23,787 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:45:56,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:46:29,329 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:47:02,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:47:34,502 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:48:07,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:48:40,242 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:49:13,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:49:45,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:50:18,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:50:50,970 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:51:23,759 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:51:56,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:52:29,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:53:02,210 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:53:35,035 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:54:07,985 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:54:40,872 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:55:13,771 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:55:46,628 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:56:19,424 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:56:51,821 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:57:24,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:57:57,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:58:30,006 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:59:02,862 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 08:59:35,721 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:00:08,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:00:41,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:01:14,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:01:47,023 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:02:19,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:02:52,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:03:25,522 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:03:58,353 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:04:30,832 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:05:03,512 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:05:36,327 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:06:08,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:06:41,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:07:14,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:07:47,016 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:08:19,894 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:08:52,805 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:09:25,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:09:58,078 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:10:30,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:11:03,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:11:35,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:12:08,524 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:12:40,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:13:13,271 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:13:46,072 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:14:18,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:14:51,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:15:24,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:15:56,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:16:29,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:17:01,598 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:17:34,350 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:18:06,656 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:18:39,347 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:19:11,773 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:19:44,722 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:20:17,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:20:50,335 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:21:23,205 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:21:56,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:22:28,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:23:01,603 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:23:34,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:24:07,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:24:40,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:25:12,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:25:45,474 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:26:18,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:26:51,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:27:24,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:27:56,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:28:29,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:29:02,565 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:29:35,397 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:30:07,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:30:40,591 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:31:13,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:31:46,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:32:19,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:32:52,018 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:33:24,444 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:33:57,444 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:34:29,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:35:02,544 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:35:34,944 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:36:07,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:36:40,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:37:13,274 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:37:46,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:38:19,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:38:51,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:39:23,780 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:39:56,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:40:29,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:41:01,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:41:34,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:42:07,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:42:40,361 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:43:12,645 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:43:45,519 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:44:18,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:44:50,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:45:23,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:45:56,429 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:46:29,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:47:01,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:47:34,486 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:48:07,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:48:40,104 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:49:13,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:49:46,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:50:18,948 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:50:51,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:51:24,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:51:57,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:52:30,246 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:53:03,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:53:35,963 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:54:08,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:54:41,298 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:55:14,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:55:46,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:56:19,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:56:52,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:57:25,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:57:58,000 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:58:30,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:59:03,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 09:59:36,492 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:00:09,427 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:00:42,018 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:01:14,975 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:01:47,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:02:20,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:02:53,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:03:26,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:03:59,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:04:31,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:05:04,092 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:05:37,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:06:09,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:06:42,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:07:15,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:07:47,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:08:20,564 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:08:53,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:09:26,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:09:59,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:10:32,032 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:11:04,944 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:11:37,144 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:12:09,643 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:12:42,478 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:13:15,205 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:13:47,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:14:20,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:14:53,312 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:15:26,187 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:15:58,990 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:16:32,060 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:17:04,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:17:37,737 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:18:10,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:18:43,292 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:19:15,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:19:48,557 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:20:21,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:20:54,164 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:21:26,762 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:21:59,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:22:32,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:23:05,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:23:37,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:24:10,788 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:24:43,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:25:16,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:25:49,336 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:26:22,136 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:26:54,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:27:27,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:28:00,008 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:28:32,516 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:29:05,316 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:29:38,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:30:11,059 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:30:43,324 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:31:16,162 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:31:48,915 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:32:21,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:32:54,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:33:27,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:33:59,913 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:34:32,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:35:05,434 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:35:37,743 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:36:10,639 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:36:43,504 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:37:16,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:37:49,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:38:22,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:38:54,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:39:27,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:40:00,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:40:33,080 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:41:05,794 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:41:38,276 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:42:11,026 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:42:43,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:43:16,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:43:49,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:44:22,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:44:55,004 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:45:27,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:46:00,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:46:33,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:47:05,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:47:38,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:48:11,085 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:48:43,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:49:16,490 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:49:49,309 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:50:21,926 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:50:54,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:51:27,796 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:52:00,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:52:32,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:53:05,669 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:53:38,563 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:54:11,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:54:44,324 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:55:17,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:55:49,376 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:56:22,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:56:54,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:57:27,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:57:59,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:58:32,632 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:59:05,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 10:59:38,237 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:00:10,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:00:43,528 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:01:15,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:01:48,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:02:20,697 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:02:53,531 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:03:26,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:03:58,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:04:31,784 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:05:04,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:05:37,557 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:06:10,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:06:43,352 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:07:16,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:07:49,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:08:21,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:08:54,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:09:27,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:10:00,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:10:32,970 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:11:05,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:11:38,724 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:12:11,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:12:44,260 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:13:17,019 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:13:49,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:14:22,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:14:55,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:15:28,516 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:16:01,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:16:34,198 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:17:06,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:17:39,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:18:12,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:18:45,195 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:19:17,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:19:50,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:20:23,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:20:56,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:21:29,202 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:22:01,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:22:34,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:23:07,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:23:39,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:24:12,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:24:45,638 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:25:18,435 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:25:51,240 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:26:23,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:26:56,535 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:27:29,008 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:28:01,307 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:28:33,970 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:29:06,796 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:29:39,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:30:12,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:30:45,238 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:31:18,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:31:50,640 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:32:23,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:32:55,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:33:28,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:34:01,819 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:34:34,304 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:35:07,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:35:39,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:36:12,578 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:36:44,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:37:17,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:37:50,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:38:23,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:38:55,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:39:28,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:40:01,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:40:34,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:41:07,135 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:41:40,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:42:13,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:42:45,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:43:18,482 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:43:51,101 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:44:23,901 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:44:56,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:45:29,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:46:02,043 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:46:34,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:47:07,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:47:40,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:48:12,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:48:45,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:49:18,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:49:50,829 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:50:23,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:50:56,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:51:29,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:52:02,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:52:34,428 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:53:07,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:53:40,279 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:54:13,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:54:46,014 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:55:18,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:55:51,412 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:56:24,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:56:57,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:57:29,976 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:58:02,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:58:35,869 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:59:08,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 11:59:41,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:00:14,104 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:00:46,840 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:01:19,759 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:01:52,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:02:25,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:02:57,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:03:30,309 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:04:03,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:04:35,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:05:07,991 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:05:40,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:06:13,892 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:06:46,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:07:19,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:07:52,667 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:08:25,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:08:58,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:09:31,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:10:04,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:10:36,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:11:09,435 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:11:42,210 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:12:14,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:12:47,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:13:20,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:13:52,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:14:25,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:14:58,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:15:31,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:16:03,797 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:16:36,676 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:17:09,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:17:42,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:18:15,132 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:18:47,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:19:20,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:19:53,261 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:20:26,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:20:58,432 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:21:31,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:22:03,817 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:22:36,401 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:23:09,481 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:23:42,319 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:24:15,034 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:24:47,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:25:20,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:25:53,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:26:26,305 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:26:59,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:27:32,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:28:04,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:28:37,177 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:29:09,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:29:42,057 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:30:14,891 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:30:47,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:31:20,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:31:53,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:32:26,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:32:59,060 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:33:31,519 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:34:04,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:34:37,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:35:09,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:35:42,599 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:36:15,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:36:48,270 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:37:21,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:37:54,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:38:26,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:38:59,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:39:32,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:40:04,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:40:37,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:41:10,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:41:43,460 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:42:16,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:42:48,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:43:20,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:43:53,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:44:26,357 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:44:59,326 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:45:32,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:46:05,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:46:37,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:47:10,527 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:47:43,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:48:16,214 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:48:48,980 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:49:21,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:49:54,685 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:50:26,928 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:50:59,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:51:32,431 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:52:04,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:52:37,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:53:10,697 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:53:43,728 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:54:16,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:54:48,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:55:21,667 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:55:54,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:56:27,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:57:00,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:57:32,975 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:58:05,876 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:58:38,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:59:11,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 12:59:43,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:00:16,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:00:49,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:01:22,087 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:01:54,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:02:27,351 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:02:59,691 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:03:32,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:04:05,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:04:38,254 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:05:11,135 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:05:44,010 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:06:16,208 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:06:49,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:07:21,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:07:54,376 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:08:27,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:09:00,194 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:09:32,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:10:05,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:10:38,019 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:11:10,804 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:11:43,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:12:16,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:12:48,300 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:13:21,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:13:53,581 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:14:26,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:14:59,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:15:32,013 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:16:04,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:16:37,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:17:09,975 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:17:42,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:18:15,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:18:48,230 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:19:20,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:19:53,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:20:26,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:20:59,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:21:31,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:22:04,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:22:37,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:23:10,479 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:23:42,794 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:24:15,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:24:48,148 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:25:20,810 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:25:53,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:26:26,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:26:58,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:27:31,260 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:28:03,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:28:36,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:29:09,512 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:29:42,293 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:30:14,912 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:30:47,643 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:31:20,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:31:52,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:32:25,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:32:58,446 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:33:31,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:34:04,077 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:34:36,948 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:35:09,576 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:35:42,166 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:36:14,962 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:36:47,705 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:37:20,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:37:52,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:38:25,775 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:38:58,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:39:31,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:40:04,205 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:40:37,052 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:41:09,556 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:41:42,401 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:42:15,287 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:42:47,478 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:43:20,272 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:43:53,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:44:25,804 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:44:58,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:45:30,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:46:03,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:46:36,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:47:08,954 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:47:41,169 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:48:14,133 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:48:46,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:49:19,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:49:52,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:50:24,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:50:57,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:51:31,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:52:04,101 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:52:36,796 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:53:09,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:53:42,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:54:14,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:54:47,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:55:20,270 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:55:53,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:56:25,774 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:56:58,654 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:57:31,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:58:04,224 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:58:36,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:59:09,357 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 13:59:42,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:00:15,001 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:00:47,544 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:01:20,180 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:01:52,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:02:25,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:02:58,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:03:31,293 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:04:03,938 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:04:36,598 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:05:09,010 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:05:41,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:06:14,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:06:47,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:07:20,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:07:52,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:08:25,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:08:57,703 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:09:30,509 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:10:03,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:10:36,206 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:11:09,008 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:11:41,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:12:15,853 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:12:49,881 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:13:23,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:13:57,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:14:31,481 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:15:05,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:15:39,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:16:13,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:16:47,281 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:17:21,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:17:55,666 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:18:29,557 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:19:02,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:19:37,374 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:20:11,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:20:44,849 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:21:19,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:21:52,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:22:26,608 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:23:00,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:23:34,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:24:08,537 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:24:42,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:25:16,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:25:49,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:26:23,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:26:56,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:27:30,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:28:05,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:28:39,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:29:12,882 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:29:45,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:30:19,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:30:53,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:31:26,980 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:32:00,523 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:32:34,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:33:08,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:33:43,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:34:17,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:34:50,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:35:25,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:35:59,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:36:32,221 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:37:05,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:37:39,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:38:13,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:38:46,964 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:39:21,014 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:39:54,723 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:40:28,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:41:02,374 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:41:37,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:42:11,371 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:42:45,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:43:19,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:43:53,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:44:26,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:45:00,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:45:34,557 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:46:08,604 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:46:42,418 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:47:16,702 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:47:50,429 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:48:24,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:48:58,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:49:33,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:50:07,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:50:41,081 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:51:14,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:51:49,323 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:52:23,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:52:56,972 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:53:31,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:54:05,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:54:40,053 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:55:14,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:55:48,201 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:56:22,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:56:56,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:57:30,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:58:04,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:58:37,867 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:59:11,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 14:59:45,198 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:00:17,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:00:50,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:01:23,117 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:01:56,088 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:02:28,675 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:03:01,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:03:34,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:04:07,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:04:39,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:05:12,814 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:05:44,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:06:17,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:06:50,008 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:07:22,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:07:55,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:08:28,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:09:01,147 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:09:34,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:10:06,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:10:39,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:11:12,458 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:11:45,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:12:17,851 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:12:50,839 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:13:23,680 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:13:56,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:14:28,980 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:15:01,831 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:15:34,669 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:16:07,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:16:39,778 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:17:12,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:17:45,462 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:18:18,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:18:51,026 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:19:23,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:19:56,366 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:20:29,039 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:21:01,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:21:34,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:22:07,355 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:22:40,428 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:23:12,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:23:45,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:24:18,213 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:24:50,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:25:23,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:25:56,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:26:29,327 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:27:02,128 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:27:34,996 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:28:07,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:28:40,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:29:13,569 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:29:46,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:30:18,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:30:51,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:31:24,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:31:56,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:32:29,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:33:02,544 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:33:35,482 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:34:08,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:34:41,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:35:13,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:35:45,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:36:18,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:36:50,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:37:23,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:37:55,948 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:38:28,329 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:39:00,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:39:33,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:40:06,057 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:40:38,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:41:11,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:41:44,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:42:17,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:42:50,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:43:23,163 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:43:55,685 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:44:28,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:45:01,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:45:33,813 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:46:06,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:46:38,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:47:11,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:47:44,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:48:17,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:48:50,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:49:22,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:49:55,675 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:50:28,188 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:51:00,661 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:51:32,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:52:05,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:52:38,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:53:10,560 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:53:43,289 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:54:16,159 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:54:48,891 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:55:21,888 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:55:54,722 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:56:27,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:57:00,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:57:33,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:58:06,016 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:58:38,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:59:11,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 15:59:44,001 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:00:16,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:00:49,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:01:22,028 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:01:54,904 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:02:27,632 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:03:00,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:03:33,429 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:04:05,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:04:38,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:05:11,222 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:05:43,822 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:06:16,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:06:49,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:07:22,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:07:54,725 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:08:27,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:09:00,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:09:33,062 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:10:05,619 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:10:38,444 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:11:10,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:11:43,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:12:16,357 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:12:49,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:13:21,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:13:54,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:14:27,443 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:15:00,208 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:15:32,642 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:16:05,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:16:37,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:17:10,936 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:17:43,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:18:16,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:18:49,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:19:22,062 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:19:54,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:20:27,355 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:21:00,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:21:32,334 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:22:04,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:22:37,780 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:23:10,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:23:43,533 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:24:16,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:24:49,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:25:21,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:25:53,972 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:26:26,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:26:59,808 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:27:32,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:28:05,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:28:38,352 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:29:11,029 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:29:43,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:30:16,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:30:48,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:31:21,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:31:54,340 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:32:26,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:32:59,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:33:32,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:34:05,619 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:34:38,062 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:35:10,852 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:35:43,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:36:16,194 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:36:49,222 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:37:21,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:37:54,633 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:38:27,654 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:39:00,302 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:39:33,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:40:06,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:40:38,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:41:11,504 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:41:43,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:42:16,578 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:42:48,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:43:21,606 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:43:54,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:44:26,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:44:59,676 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:45:32,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:46:05,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:46:37,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:47:10,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:47:43,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:48:16,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:48:48,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:49:21,337 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:49:54,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:50:26,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:50:59,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:51:32,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:52:05,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:52:37,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:53:10,666 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:53:43,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:54:16,454 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:54:49,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:55:21,932 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:55:54,435 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:56:27,088 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:56:59,514 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:57:32,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:58:05,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:58:38,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:59:10,830 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 16:59:43,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:00:16,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:00:48,937 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:01:21,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:01:54,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:02:27,230 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:02:59,948 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:03:32,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:04:05,405 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:04:37,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:05:10,550 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:05:43,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:06:16,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:06:49,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:07:22,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:07:54,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:08:27,390 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:08:59,763 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:09:32,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:10:05,149 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:10:38,040 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:11:10,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:11:43,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:12:16,397 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:12:49,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:13:22,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:13:54,874 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:14:27,300 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:15:00,327 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:15:33,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:16:05,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:16:38,622 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:17:10,970 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:17:43,407 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:18:16,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:18:49,032 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:19:21,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:19:54,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:20:27,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:20:59,961 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:21:32,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:22:05,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:22:38,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:23:10,595 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:23:43,559 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:24:16,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:24:49,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:25:21,798 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:25:54,728 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:26:27,608 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:27:00,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:27:32,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:28:05,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:28:38,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:29:11,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:29:43,801 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:30:16,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:30:49,489 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:31:21,718 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:31:54,564 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:32:27,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:32:59,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:33:32,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:34:05,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:34:38,318 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:35:11,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:35:43,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:36:16,238 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:36:49,155 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:37:21,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:37:54,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:38:27,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:39:00,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:39:32,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:40:05,713 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:40:38,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:41:11,021 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:41:43,507 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:42:16,489 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:42:49,289 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:43:22,338 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:43:54,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:44:27,910 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:45:00,626 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:45:33,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:46:06,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:46:39,082 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:47:11,902 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:47:44,789 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:48:17,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:48:49,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:49:22,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:49:55,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:50:28,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:51:00,712 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:51:33,189 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:52:06,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:52:38,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:53:11,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:53:44,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:54:16,980 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:54:49,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:55:22,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:55:55,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:56:27,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:56:59,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:57:32,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:58:05,353 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:58:38,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:59:10,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 17:59:43,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:00:15,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:00:48,373 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:01:20,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:01:53,950 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:02:26,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:02:59,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:03:32,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:04:04,866 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:04:37,534 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:05:10,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:05:43,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:06:15,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:06:47,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:07:20,728 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:07:53,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:08:26,460 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:08:59,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:09:31,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:10:04,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:10:36,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:11:09,378 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:11:42,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:12:15,140 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:12:48,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:13:20,933 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:13:53,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:14:26,390 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:14:59,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:15:31,961 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:16:04,432 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:16:37,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:17:10,071 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:17:42,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:18:15,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:18:48,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:19:20,737 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:19:53,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:20:25,954 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:20:58,645 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:21:31,542 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:22:04,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:22:37,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:23:09,960 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:23:42,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:24:15,548 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:24:47,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:25:20,810 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:25:53,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:26:26,214 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:26:59,133 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:27:31,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:28:04,342 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:28:37,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:29:09,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:29:42,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:30:14,849 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:30:47,425 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:31:20,276 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:31:53,307 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:32:26,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:32:58,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:33:31,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:34:03,926 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:34:36,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:35:09,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:35:42,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:36:15,341 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:36:48,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:37:20,985 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:37:53,407 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:38:25,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:38:58,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:39:31,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:40:03,894 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:40:36,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:41:09,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:41:42,121 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:42:15,023 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:42:47,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:43:20,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:43:52,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:44:25,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:44:58,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:45:31,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:46:04,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:46:37,180 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:47:09,851 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:47:42,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:48:15,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:48:47,528 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:49:20,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:49:53,188 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:50:26,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:50:58,527 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:51:31,288 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:52:03,825 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:52:36,523 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:53:09,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:53:42,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:54:14,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:54:47,428 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:55:20,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:55:53,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:56:26,234 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:56:58,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:57:30,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:58:03,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:58:35,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:59:08,632 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 18:59:41,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:00:14,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:00:46,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:01:19,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:01:52,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:02:25,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:02:58,242 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:03:30,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:04:03,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:04:36,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:05:09,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:05:42,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:06:14,515 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:06:46,983 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:07:19,819 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:07:52,608 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:08:25,449 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:08:58,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:09:31,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:10:03,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:10:36,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:11:09,039 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:11:41,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:12:14,643 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:12:47,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:13:19,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:13:52,830 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:14:25,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:14:58,462 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:15:30,932 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:16:03,799 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:16:36,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:17:09,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:17:41,351 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:18:14,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:18:47,129 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:19:20,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:19:52,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:20:25,339 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:20:58,145 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:21:30,936 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:22:03,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:22:36,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:23:08,966 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:23:41,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:24:14,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:24:47,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:25:19,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:25:52,799 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:26:25,763 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:26:58,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:27:31,411 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:28:03,846 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:28:36,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:29:09,327 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:29:41,898 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:30:14,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:30:47,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:31:20,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:31:52,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:32:25,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:32:58,871 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:33:31,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:34:03,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:34:36,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:35:09,322 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:35:42,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:36:14,891 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:36:47,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:37:20,540 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:37:53,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:38:25,610 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:38:58,180 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:39:30,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:40:03,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:40:35,603 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:41:08,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:41:40,832 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:42:13,531 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:42:46,289 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:43:19,117 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:43:51,965 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:44:24,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:44:57,425 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:45:30,304 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:46:02,825 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:46:35,643 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:47:08,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:47:41,173 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:48:13,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:48:46,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:49:19,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:49:52,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:50:25,481 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:50:58,383 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:51:31,014 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:52:03,954 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:52:36,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:53:09,338 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:53:42,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:54:14,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:54:47,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:55:20,716 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:55:53,382 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:56:26,337 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:56:59,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:57:32,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:58:04,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:58:37,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:59:10,581 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 19:59:43,302 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:00:16,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:00:49,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:01:21,325 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:01:54,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:02:26,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:02:59,516 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:03:32,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:04:04,583 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:04:36,976 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:05:10,001 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:05:42,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:06:15,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:06:48,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:07:21,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:07:53,905 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:08:26,685 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:08:59,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:09:32,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:10:04,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:10:37,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:11:10,189 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:11:42,930 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:12:15,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:12:48,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:13:20,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:13:53,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:14:26,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:14:59,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:15:31,279 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:16:04,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:16:36,810 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:17:09,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:17:42,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:18:14,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:18:47,367 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:19:20,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:19:53,173 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:20:25,591 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:20:58,339 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:21:30,937 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:22:03,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:22:36,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:23:08,713 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:23:41,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:24:14,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:24:46,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:25:19,819 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:25:52,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:26:24,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:26:57,525 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:27:30,319 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:28:03,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:28:36,008 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:29:08,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:29:41,360 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:30:14,039 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:30:47,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:31:19,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:31:52,488 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:32:25,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:32:57,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:33:30,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:34:03,710 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:34:36,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:35:08,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:35:42,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:36:14,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:36:47,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:37:20,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:37:53,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:38:26,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:38:58,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:39:31,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:40:04,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:40:37,164 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:41:10,018 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:41:42,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:42:15,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:42:48,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:43:20,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:43:53,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:44:26,537 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:44:59,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:45:32,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:46:04,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:46:37,788 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:47:10,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:47:43,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:48:15,498 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:48:47,872 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:49:20,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:49:53,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:50:26,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:50:58,778 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:51:31,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:52:04,452 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:52:36,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:53:09,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:53:42,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:54:15,076 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:54:47,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:55:20,534 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:55:53,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:56:26,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:56:58,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:57:31,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:58:04,259 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:58:37,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:59:10,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 20:59:42,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:00:15,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:00:48,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:01:20,926 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:01:53,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:02:26,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:02:59,101 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:03:31,813 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:04:04,759 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:04:37,546 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:05:10,023 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:05:42,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:06:15,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:06:48,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:07:20,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:07:53,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:08:26,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:08:59,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:09:31,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:10:04,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:10:37,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:11:10,381 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:11:43,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:12:15,603 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:12:48,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:13:21,159 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:13:54,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:14:26,846 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:14:59,799 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:15:32,527 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:16:05,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:16:38,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:17:11,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:17:44,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:18:16,642 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:18:49,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:19:22,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:19:54,956 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:20:27,872 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:21:00,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:21:33,408 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:22:05,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:22:38,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:23:10,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:23:43,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:24:15,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:24:48,538 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:25:21,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:25:53,913 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:26:26,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:26:59,162 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:27:31,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:28:04,324 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:28:36,966 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:29:09,722 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:29:42,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:30:15,428 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:30:48,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:31:21,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:31:53,968 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:32:26,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:32:59,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:33:31,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:34:04,603 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:34:37,261 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:35:10,128 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:35:42,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:36:15,523 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:36:48,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:37:21,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:37:53,963 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:38:26,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:38:59,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:39:32,350 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:40:05,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:40:37,794 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:41:10,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:41:43,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:42:16,367 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:42:48,622 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:43:21,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:43:54,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:44:26,892 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:44:59,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:45:32,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:46:04,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:46:37,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:47:10,001 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:47:42,443 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:48:15,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:48:48,146 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:49:20,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:49:53,504 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:50:26,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:50:59,068 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:51:31,805 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:52:04,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:52:37,347 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:53:10,136 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:53:42,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:54:15,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:54:48,013 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:55:20,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:55:53,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:56:26,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:56:59,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:57:31,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:58:04,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:58:37,528 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:59:10,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 21:59:43,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:00:16,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:00:48,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:01:21,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:01:54,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:02:27,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:02:59,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:03:32,669 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:04:05,090 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:04:37,762 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:05:10,667 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:05:43,283 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:06:16,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:06:48,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:07:21,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:07:54,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:08:27,276 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:09:00,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:09:32,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:10:05,404 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:10:38,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:11:11,028 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:11:43,960 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:12:16,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:12:49,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:13:22,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:13:54,787 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:14:27,504 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:15:00,404 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:15:33,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:16:05,737 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:16:38,728 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:17:11,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:17:44,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:18:17,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:18:50,145 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:19:22,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:19:55,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:20:28,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:21:01,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:21:33,915 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:22:06,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:22:39,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:23:12,077 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:23:45,042 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:24:17,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:24:50,525 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:25:23,373 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:25:56,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:26:29,040 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:27:01,855 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:27:34,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:28:07,167 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:28:40,018 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:29:12,950 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:29:45,703 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:30:18,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:30:51,064 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:31:23,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:31:56,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:32:29,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:33:01,373 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:33:34,277 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:34:06,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:34:39,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:35:12,182 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:35:44,930 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:36:17,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:36:50,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:37:23,367 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:37:56,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:38:29,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:39:02,026 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:39:34,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:40:07,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:40:40,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:41:12,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:41:45,556 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:42:18,479 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:42:51,351 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:43:24,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:43:57,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:44:29,983 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:45:02,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:45:35,667 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:46:08,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:46:41,640 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:47:14,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:47:47,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:48:19,565 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:48:52,486 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:49:25,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:49:58,093 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:50:30,542 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:51:03,426 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:51:36,237 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:52:09,132 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:52:41,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:53:14,622 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:53:47,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:54:20,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:54:52,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:55:25,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:55:58,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:56:31,559 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:57:04,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:57:37,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:58:09,762 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:58:42,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:59:15,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 22:59:47,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:00:20,924 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:00:53,799 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:01:26,459 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:01:59,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:02:32,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:03:05,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:03:38,039 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:04:10,839 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:04:43,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:05:16,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:05:48,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:06:20,789 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:06:53,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:07:25,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:07:58,560 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:08:31,312 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:09:03,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:09:36,461 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:10:08,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:10:41,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:11:13,736 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:11:45,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:12:18,797 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:12:51,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:13:24,129 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:13:57,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:14:29,784 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:15:02,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:15:35,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:16:07,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:16:40,463 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:17:13,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:17:46,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:18:19,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:18:51,634 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:19:24,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:19:57,362 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:20:30,151 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:21:03,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:21:35,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:22:08,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:22:40,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:23:13,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:23:46,609 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:24:19,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:24:52,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:25:24,660 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:25:57,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:26:30,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:27:03,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:27:35,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:28:08,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:28:41,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:29:14,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:29:47,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:30:20,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:30:52,773 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:31:25,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:31:58,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:32:31,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:33:03,871 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:33:36,793 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:34:09,560 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:34:42,535 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:35:14,891 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:35:47,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:36:20,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:36:53,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:37:26,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:37:58,985 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:38:31,800 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:39:04,654 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:39:37,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:40:10,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:40:43,163 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:41:16,026 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:41:48,830 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:42:21,488 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:42:54,260 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:43:27,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:43:59,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:44:32,461 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:45:05,237 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:45:37,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:46:10,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:46:42,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:47:15,575 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:47:48,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:48:21,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:48:54,147 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:49:27,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:50:00,028 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:50:32,810 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:51:05,337 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:51:38,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:52:11,042 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:52:43,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:53:16,449 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:53:49,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:54:22,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:54:54,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:55:27,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:56:00,177 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:56:32,612 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:57:05,304 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:57:38,155 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:58:11,000 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:58:43,898 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:59:16,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-08 23:59:49,235 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:00:21,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:00:54,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:01:27,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:01:59,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:02:32,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:03:05,429 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:03:37,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:04:10,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:04:43,068 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:05:15,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:05:48,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:06:20,958 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:06:53,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:07:26,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:07:59,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:08:32,147 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:09:04,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:09:37,285 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:10:10,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:10:42,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:11:15,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:11:48,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:12:21,189 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:12:53,948 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:13:26,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:13:59,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:14:32,063 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:15:04,964 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:15:37,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:16:10,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:16:43,234 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:17:16,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:17:48,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:18:21,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:18:54,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:19:27,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:20:00,002 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:20:32,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:21:05,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:21:38,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:22:11,292 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:22:44,063 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:23:16,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:23:49,374 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:24:22,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:24:55,123 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:25:27,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:26:00,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:26:33,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:27:06,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:27:38,829 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:28:11,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:28:44,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:29:16,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:29:49,718 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:30:22,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:30:54,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:31:27,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:32:00,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:32:33,283 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:33:05,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:33:38,586 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:34:10,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:34:43,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:35:16,052 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:35:48,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:36:21,740 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:36:54,639 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:37:27,323 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:38:00,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:38:33,287 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:39:06,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:39:38,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:40:11,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:40:44,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:41:17,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:41:49,742 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:42:22,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:42:55,148 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:43:27,634 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:44:00,564 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:44:33,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:45:06,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:45:39,063 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:46:11,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:46:44,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:47:17,195 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:47:49,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:48:21,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:48:54,326 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:49:26,617 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:49:59,458 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:50:31,583 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:51:04,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:51:36,858 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:52:09,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:52:42,347 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:53:15,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:53:47,467 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:54:20,280 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:54:53,034 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:55:25,423 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:55:58,309 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:56:31,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:57:04,176 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:57:37,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:58:09,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:58:42,852 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:59:15,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 00:59:47,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:00:20,628 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:00:53,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:01:26,454 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:01:58,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:02:31,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:03:04,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:03:36,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:04:09,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:04:42,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:05:15,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:05:48,334 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:06:20,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:06:53,242 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:07:26,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:07:58,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:08:31,763 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:09:04,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:09:37,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:10:09,814 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:10:42,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:11:15,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:11:48,090 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:12:20,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:12:53,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:13:26,489 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:13:59,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:14:31,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:15:04,840 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:15:37,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:16:10,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:16:43,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:17:15,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:17:48,357 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:18:21,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:18:53,972 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:19:26,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:19:59,424 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:20:31,915 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:21:04,660 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:21:37,626 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:22:10,455 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:22:42,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:23:15,618 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:23:48,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:24:21,144 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:24:53,876 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:25:26,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:25:59,640 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:26:32,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:27:05,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:27:37,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:28:10,881 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:28:43,846 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:29:16,487 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:29:49,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:30:22,357 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:30:55,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:31:27,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:32:00,289 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:32:32,787 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:33:05,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:33:38,339 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:34:10,962 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:34:43,814 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:35:16,448 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:35:48,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:36:21,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:36:54,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:37:27,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:37:59,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:38:32,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:39:05,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:39:37,956 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:40:10,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:40:43,397 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:41:16,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:41:48,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:42:21,159 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:42:53,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:43:26,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:43:59,490 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:44:32,377 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:45:04,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:45:37,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:46:10,029 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:46:42,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:47:15,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:47:47,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:48:20,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:48:53,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:49:25,845 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:49:58,516 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:50:31,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:51:04,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:51:36,689 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:52:09,665 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:52:42,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:53:15,221 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:53:47,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:54:20,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:54:53,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:55:26,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:55:59,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:56:32,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:57:04,507 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:57:36,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:58:09,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:58:42,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:59:15,213 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 01:59:48,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:00:20,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:00:53,851 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:01:26,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:01:59,014 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:02:31,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:03:04,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:03:37,531 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:04:10,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:04:43,128 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:05:15,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:05:48,559 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:06:20,877 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:06:53,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:07:26,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:07:59,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:08:32,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:09:05,023 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:09:37,458 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:10:10,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:10:43,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:11:15,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:11:48,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:12:21,432 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:12:54,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:13:26,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:13:59,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:14:32,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:15:05,080 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:15:38,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:16:10,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:16:43,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:17:16,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:17:48,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:18:21,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:18:54,019 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:19:26,381 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:19:59,039 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:20:31,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:21:04,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:21:37,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:22:10,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:22:42,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:23:15,702 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:23:48,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:24:21,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:24:53,952 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:25:26,612 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:25:59,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:26:32,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:27:05,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:27:37,783 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:28:10,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:28:43,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:29:15,923 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:29:48,628 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:30:21,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:30:53,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:31:26,777 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:31:59,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:32:32,088 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:33:04,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:33:37,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:34:09,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:34:42,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:35:15,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:35:47,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:36:20,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:36:52,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:37:25,076 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:37:57,898 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:38:30,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:39:02,821 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:39:35,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:40:08,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:40:41,184 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:41:13,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:41:46,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:42:18,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:42:51,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:43:24,319 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:43:57,038 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:44:29,504 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:45:02,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:45:34,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:46:07,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:46:40,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:47:13,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:47:46,446 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:48:18,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:48:51,283 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:49:24,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:49:56,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:50:29,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:51:02,292 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:51:34,975 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:52:07,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:52:39,938 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:53:12,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:53:45,026 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:54:17,954 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:54:50,642 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:55:23,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:55:56,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:56:28,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:57:01,077 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:57:33,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:58:06,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:58:39,535 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:59:12,280 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 02:59:45,022 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:00:17,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:00:50,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:01:22,730 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:01:55,205 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:02:27,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:03:00,256 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:03:32,874 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:04:05,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:04:38,455 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:05:11,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:05:43,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:06:16,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:06:49,258 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:07:21,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:07:54,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:08:27,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:08:59,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:09:32,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:10:05,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:10:37,833 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:11:10,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:11:43,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:12:15,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:12:48,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:13:21,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:13:53,952 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:14:26,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:14:59,481 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:15:32,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:16:04,801 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:16:37,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:17:10,498 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:17:43,089 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:18:15,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:18:48,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:19:21,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:19:53,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:20:26,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:20:58,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:21:31,304 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:22:03,852 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:22:36,660 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:23:09,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:23:41,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:24:14,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:24:47,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:25:19,732 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:25:52,151 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:26:24,901 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:26:57,725 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:27:30,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:28:02,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:28:35,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:29:08,676 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:29:40,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:30:13,591 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:30:46,198 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:31:18,631 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:31:51,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:32:24,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:32:57,043 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:33:29,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:34:02,303 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:34:35,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:35:07,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:35:40,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:36:13,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:36:46,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:37:19,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:37:51,455 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:38:23,981 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:38:56,981 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:39:29,702 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:40:02,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:40:34,817 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:41:07,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:41:40,138 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:42:12,393 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:42:45,237 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:43:18,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:43:50,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:44:23,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:44:56,357 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:45:29,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:46:01,686 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:46:34,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:47:07,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:47:40,176 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:48:12,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:48:45,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:49:18,628 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:49:51,551 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:50:23,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:50:56,734 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:51:29,550 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:52:01,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:52:34,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:53:07,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:53:39,814 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:54:12,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:54:45,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:55:18,258 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:55:50,937 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:56:23,360 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:56:56,034 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:57:28,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:58:01,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:58:34,514 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:59:07,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 03:59:39,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:00:12,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:00:45,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:01:17,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:01:50,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:02:23,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:02:56,327 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:03:28,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:04:01,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:04:34,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:05:07,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:05:39,482 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:06:12,319 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:06:44,842 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:07:17,128 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:07:50,361 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:08:23,136 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:08:55,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:09:28,805 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:10:01,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:10:34,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:11:07,203 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:11:39,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:12:12,254 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:12:45,129 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:13:17,763 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:13:50,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:14:23,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:14:56,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:15:28,258 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:16:00,578 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:16:33,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:17:05,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:17:38,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:18:10,910 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:18:43,374 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:19:16,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:19:48,575 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:20:20,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:20:53,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:21:25,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:21:58,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:22:30,752 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:23:03,596 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:23:36,459 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:24:09,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:24:41,468 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:25:14,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:25:47,091 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:26:19,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:26:52,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:27:25,512 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:27:58,298 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:28:30,989 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:29:03,832 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:29:36,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:30:08,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:30:41,680 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:31:14,500 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:31:47,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:32:19,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:32:52,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:33:25,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:33:57,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:34:30,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:35:03,054 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:35:35,855 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:36:08,717 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:36:41,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:37:13,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:37:46,721 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:38:19,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:38:52,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:39:24,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:39:57,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:40:30,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:41:03,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:41:35,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:42:08,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:42:41,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:43:13,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:43:46,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:44:19,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:44:51,743 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:45:24,596 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:45:57,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:46:30,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:47:03,006 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:47:35,936 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:48:08,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:48:41,463 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:49:14,254 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:49:46,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:50:19,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:50:52,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:51:25,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:51:57,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:52:30,685 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:53:03,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:53:35,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:54:08,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:54:41,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:55:14,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:55:46,924 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:56:19,648 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:56:52,319 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:57:25,164 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:57:57,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:58:30,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:59:03,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 04:59:36,278 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:00:09,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:00:41,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:01:14,376 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:01:47,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:02:19,737 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:02:52,603 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:03:25,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:03:58,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:04:30,689 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:05:03,656 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:05:36,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:06:09,458 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:06:42,323 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:07:15,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:07:47,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:08:20,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:08:52,952 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:09:25,689 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:09:58,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:10:31,403 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:11:04,122 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:11:37,188 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:12:09,851 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:12:42,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:13:15,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:13:48,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:14:20,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:14:53,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:15:25,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:15:58,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:16:30,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:17:03,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:17:36,514 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:18:09,318 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:18:42,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:19:15,140 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:19:47,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:20:19,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:20:52,702 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:21:25,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:21:58,181 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:22:30,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:23:02,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:23:35,795 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:24:07,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:24:40,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:25:13,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:25:46,258 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:26:19,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:26:51,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:27:24,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:27:57,564 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:28:29,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:29:02,810 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:29:35,559 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:30:08,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:30:40,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:31:13,351 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:31:46,001 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:32:18,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:32:51,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:33:23,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:33:56,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:34:29,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:35:02,104 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:35:34,799 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:36:07,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:36:40,403 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:37:12,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:37:45,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:38:18,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:38:51,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:39:24,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:39:57,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:40:29,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:41:02,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:41:35,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:42:07,594 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:42:40,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:43:12,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:43:45,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:44:18,411 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:44:51,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:45:24,092 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:45:56,411 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:46:29,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:47:01,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:47:34,569 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:48:07,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:48:39,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:49:12,283 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:49:45,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:50:17,455 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:50:49,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:51:22,620 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:51:55,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:52:28,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:53:00,819 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:53:33,626 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:54:06,609 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:54:39,277 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:55:12,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:55:44,279 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:56:17,113 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:56:49,851 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:57:22,639 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:57:55,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:58:27,329 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:58:59,471 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 05:59:32,088 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:00:04,665 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:00:37,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:01:09,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:01:42,231 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:02:14,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:02:47,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:03:20,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:03:52,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:04:25,783 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:04:58,575 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:05:31,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:06:03,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:06:36,710 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:07:09,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:07:41,972 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:08:14,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:08:47,810 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:09:20,356 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:09:53,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:10:25,901 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:10:58,363 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:11:31,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:12:03,763 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:12:36,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:13:09,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:13:41,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:14:14,640 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:14:47,505 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:15:19,885 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:15:52,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:16:25,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:16:58,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:17:30,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:18:03,656 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:18:36,458 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:19:09,163 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:19:42,039 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:20:14,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:20:47,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:21:20,064 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:21:52,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:22:25,548 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:22:58,221 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:23:30,725 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:24:03,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:24:36,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:25:08,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:25:41,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:26:14,035 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:26:46,800 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:27:19,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:27:52,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:28:24,773 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:28:57,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:29:29,981 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:30:02,783 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:30:35,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:31:08,360 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:31:40,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:32:13,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:32:45,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:33:18,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:33:51,634 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:34:24,522 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:34:57,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:35:30,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:36:02,881 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:36:35,675 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:37:08,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:37:41,100 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:38:13,474 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:38:46,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:39:18,730 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:39:51,609 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:40:24,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:40:56,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:41:29,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:42:02,626 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:42:34,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:43:07,680 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:43:40,270 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:44:13,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:44:45,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:45:18,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:45:51,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:46:23,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:46:56,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:47:29,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:48:01,852 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:48:34,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:49:07,324 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:49:40,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:50:12,456 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:50:44,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:51:17,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:51:50,569 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:52:22,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:52:55,639 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:53:28,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:54:00,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:54:33,525 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:55:06,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:55:38,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:56:11,901 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:56:44,502 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:57:17,132 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:57:49,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:58:22,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:58:55,562 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 06:59:28,462 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:00:00,872 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:00:33,784 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:01:06,138 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:01:39,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:02:11,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:02:44,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:03:17,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:03:50,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:04:23,203 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:04:56,039 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:05:28,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:06:01,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:06:33,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:07:06,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:07:38,839 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:08:11,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:08:44,426 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:09:17,128 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:09:49,797 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:10:22,516 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:10:55,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:11:27,829 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:12:00,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:12:33,254 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:13:05,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:13:38,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:14:11,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:14:44,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:15:16,783 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:15:49,388 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:16:22,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:16:54,634 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:17:27,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:18:00,388 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:18:32,746 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:19:05,181 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:19:38,162 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:20:10,954 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:20:43,329 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:21:16,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:21:48,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:22:21,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:22:54,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:23:27,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:24:00,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:24:33,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:25:05,610 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:25:38,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:26:10,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:26:43,576 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:27:16,367 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:27:49,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:28:22,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:28:54,796 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:29:27,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:30:00,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:30:33,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:31:05,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:31:38,490 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:32:10,869 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:32:43,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:33:16,487 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:33:49,229 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:34:21,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:34:54,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:35:26,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:35:59,632 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:36:32,404 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:37:05,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:37:37,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:38:10,321 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:38:43,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:39:15,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:39:48,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:40:21,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:40:53,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:41:26,246 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:41:58,535 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:42:30,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:43:03,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:43:36,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:44:08,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:44:41,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:45:13,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:45:46,565 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:46:18,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:46:51,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:47:23,557 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:47:56,289 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:48:29,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:49:01,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:49:34,905 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:50:07,594 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:50:40,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:51:12,991 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:51:45,816 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:52:18,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:52:51,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:53:24,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:53:56,938 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:54:29,784 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:55:02,558 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:55:35,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:56:08,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:56:40,757 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:57:13,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:57:46,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:58:18,876 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:58:51,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:59:24,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 07:59:56,726 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:00:29,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:01:02,308 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:01:35,356 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:02:07,666 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:02:40,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:03:13,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:03:45,835 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:04:18,586 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:04:51,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:05:23,787 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:05:56,608 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:06:29,322 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:07:01,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:07:34,032 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:08:06,924 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:08:39,631 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:09:12,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:09:45,360 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:10:18,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:10:50,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:11:23,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:11:56,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:12:28,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:13:01,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:13:34,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:14:07,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:14:40,023 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:15:12,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:15:45,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:16:18,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:16:51,419 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:17:24,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:17:56,871 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:18:29,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:19:02,169 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:19:34,938 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:20:07,628 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:20:40,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:21:13,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:21:46,092 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:22:18,905 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:22:51,669 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:23:24,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:23:57,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:24:29,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:25:02,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:25:35,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:26:08,425 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:26:41,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:27:14,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:27:47,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:28:20,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:28:53,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:29:25,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:29:58,424 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:30:31,173 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:31:04,053 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:31:36,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:32:09,798 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:32:42,366 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:33:15,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:33:47,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:34:20,891 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:34:53,740 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:35:26,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:35:59,539 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:36:32,347 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:37:05,133 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:37:38,023 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:38:10,932 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:38:43,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:39:16,405 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:39:49,175 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:40:22,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:40:54,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:41:27,448 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:42:00,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:42:33,093 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:43:06,029 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:43:38,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:44:11,734 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:44:44,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:45:17,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:45:49,805 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:46:22,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:46:55,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:47:28,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:48:00,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:48:33,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:49:06,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:49:39,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:50:11,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:50:44,789 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:51:17,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:51:50,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:52:22,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:52:55,964 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:53:28,740 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:54:01,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:54:33,902 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:55:06,801 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:55:39,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:56:12,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:56:45,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:57:18,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:57:50,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:58:23,731 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:58:56,596 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 08:59:29,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:00:02,201 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:00:35,166 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:01:07,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:01:40,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:02:13,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:02:46,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:03:18,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:03:51,794 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:04:24,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:04:57,265 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:05:30,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:06:02,777 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:06:35,539 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:07:08,371 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:07:41,202 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:08:13,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:08:46,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:09:19,274 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:09:51,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:10:24,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:10:56,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:11:29,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:12:02,431 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:12:35,182 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:13:08,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:13:40,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:14:13,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:14:46,362 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:15:19,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:15:51,988 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:16:24,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:16:57,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:17:29,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:18:02,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:18:35,176 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:19:08,043 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:19:40,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:20:13,213 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:20:45,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:21:18,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:21:51,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:22:24,293 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:22:57,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:23:29,910 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:24:02,514 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:24:35,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:25:07,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:25:40,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:26:12,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:26:45,665 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:27:18,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:27:51,167 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:28:23,712 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:28:56,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:29:28,697 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:30:00,990 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:30:33,846 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:31:06,266 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:31:39,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:32:12,274 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:32:45,090 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:33:17,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:33:50,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:34:23,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:34:56,010 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:35:28,944 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:36:01,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:36:34,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:37:07,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:37:39,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:38:12,752 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:38:45,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:39:18,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:39:51,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:40:23,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:40:56,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:41:29,443 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:42:02,446 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:42:35,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:43:08,178 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:43:40,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:44:14,892 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:44:47,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:45:20,434 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:45:53,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:46:25,783 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:46:58,196 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:47:31,138 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:48:03,972 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:48:36,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:49:09,737 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:49:42,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:50:15,184 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:50:48,071 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:51:20,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:51:53,305 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:52:26,261 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:52:59,380 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:53:31,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:54:04,778 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:54:37,665 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:55:10,233 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:55:43,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:56:15,813 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:56:48,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:57:21,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:57:54,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:58:27,393 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:59:00,132 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 09:59:33,121 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:00:05,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:00:38,350 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:01:11,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:01:44,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:02:16,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:02:49,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:03:22,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:03:55,292 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:04:28,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:05:01,135 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:05:34,162 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:06:07,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:06:39,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:07:12,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:07:45,367 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:08:18,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:08:50,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:09:23,817 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:09:56,648 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:10:29,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:11:02,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:11:35,291 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:12:08,136 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:12:41,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:13:13,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:13:46,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:14:19,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:14:52,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:15:25,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:15:58,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:16:31,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:17:03,831 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:17:36,632 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:18:09,531 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:18:42,325 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:19:15,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:19:48,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:20:20,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:20:53,143 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:21:26,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:21:58,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:22:31,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:23:04,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:23:37,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:24:09,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:24:42,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:25:15,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:25:48,409 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:26:21,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:26:53,888 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:27:26,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:27:59,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:28:31,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:29:04,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:29:37,030 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:30:09,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:30:42,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:31:14,542 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:31:47,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:32:20,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:32:52,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:33:25,661 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:33:58,471 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:34:31,324 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:35:04,090 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:35:37,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:36:09,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:36:42,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:37:14,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:37:47,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:38:19,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:38:52,371 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:39:24,565 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:39:57,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:40:30,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:41:03,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:41:35,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:42:08,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:42:41,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:43:13,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:43:46,622 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:44:19,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:44:52,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:45:24,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:45:57,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:46:29,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:47:02,556 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:47:35,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:48:08,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:48:41,064 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:49:13,784 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:49:46,558 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:50:18,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:50:51,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:51:24,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:51:57,562 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:52:29,839 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:53:02,757 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:53:35,444 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:54:08,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:54:40,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:55:13,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:55:45,921 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:56:18,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:56:50,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:57:23,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:57:56,481 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:58:28,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:59:01,788 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 10:59:34,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:00:06,833 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:00:39,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:01:12,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:01:45,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:02:17,852 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:02:50,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:03:23,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:03:56,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:04:28,807 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:05:01,201 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:05:33,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:06:06,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:06:39,287 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:07:11,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:07:44,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:08:17,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:08:49,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:09:21,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:09:54,070 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:10:26,502 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:10:58,689 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:11:31,302 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:12:03,808 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:12:36,357 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:13:08,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:13:41,619 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:14:13,734 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:14:46,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:15:18,702 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:15:50,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:16:23,773 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:16:56,619 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:17:29,097 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:18:02,013 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:18:34,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:19:07,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:19:39,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:20:12,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:20:45,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:21:18,159 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:21:50,956 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:22:23,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:22:55,983 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:23:28,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:24:01,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:24:34,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:25:06,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:25:39,535 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:26:12,062 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:26:44,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:27:17,479 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:27:50,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:28:22,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:28:55,705 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:29:28,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:30:00,756 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:30:33,378 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:31:06,090 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:31:38,997 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:32:11,917 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:32:44,761 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:33:17,335 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:33:49,643 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:34:22,642 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:34:55,274 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:35:27,807 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:36:00,474 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:36:33,377 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:37:06,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:37:38,478 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:38:11,259 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:38:44,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:39:16,913 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:39:49,821 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:40:22,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:40:55,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:41:27,874 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:42:00,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:42:33,518 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:43:05,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:43:38,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:44:11,345 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:44:44,082 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:45:16,702 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:45:49,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:46:21,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:46:54,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:47:27,070 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:47:59,832 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:48:32,912 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:49:05,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:49:38,022 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:50:10,406 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:50:43,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:51:15,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:51:48,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:52:20,962 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:52:53,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:53:26,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:53:59,401 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:54:32,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:55:04,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:55:37,551 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:56:10,403 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:56:43,135 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:57:15,933 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:57:48,487 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:58:21,382 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:58:54,087 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:59:26,366 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 11:59:59,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:00:31,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:01:04,477 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:01:37,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:02:09,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:02:42,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:03:15,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:03:48,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:04:21,028 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:04:53,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:05:26,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:05:59,645 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:06:32,301 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:07:05,188 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:07:38,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:08:10,743 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:08:43,507 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:09:16,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:09:49,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:10:22,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:10:54,361 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:11:27,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:12:00,081 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:12:32,952 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:13:05,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:13:38,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:14:10,857 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:14:43,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:15:16,441 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:15:48,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:16:21,632 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:16:54,322 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:17:27,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:17:59,975 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:18:32,629 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:19:05,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:19:37,924 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:20:10,459 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:20:43,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:21:15,539 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:21:47,740 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:22:20,656 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:22:53,459 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:23:26,377 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:23:58,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:24:31,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:25:04,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:25:36,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:26:09,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:26:42,380 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:27:15,072 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:27:47,968 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:28:20,672 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:28:53,486 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:29:25,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:29:58,558 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:30:31,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:31:03,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:31:36,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:32:09,163 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:32:41,926 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:33:14,203 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:33:46,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:34:19,276 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:34:52,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:35:25,035 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:35:57,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:36:30,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:37:03,322 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:37:36,159 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:38:08,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:38:41,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:39:14,187 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:39:46,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:40:19,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:40:52,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:41:24,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:41:57,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:42:30,210 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:43:03,001 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:43:35,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:44:08,579 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:44:41,305 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:45:13,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:45:46,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:46:19,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:46:52,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:47:25,114 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:47:57,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:48:30,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:49:03,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:49:35,805 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:50:08,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:50:41,478 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:51:14,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:51:46,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:52:18,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:52:51,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:53:23,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:53:56,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:54:28,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:55:00,661 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:55:33,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:56:05,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:56:38,143 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:57:10,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:57:43,377 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:58:16,138 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:58:48,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:59:21,616 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 12:59:54,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:00:27,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:00:59,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:01:32,498 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:02:04,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:02:37,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:03:10,550 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:03:43,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:04:15,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:04:48,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:05:21,091 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:05:53,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:06:26,877 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:06:59,685 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:07:32,287 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:08:05,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:08:37,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:09:10,355 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:09:43,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:10:15,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:10:48,154 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:11:21,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:11:53,229 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:12:26,143 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:12:58,849 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:13:31,752 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:14:04,489 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:14:36,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:15:09,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:15:42,504 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:16:15,138 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:16:47,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:17:20,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:17:52,894 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:18:25,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:18:58,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:19:30,901 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:20:03,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:20:35,892 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:21:08,434 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:21:41,201 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:22:13,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:22:46,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:23:19,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:23:52,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:24:25,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:24:58,028 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:25:30,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:26:03,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:26:36,034 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:27:08,903 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:27:41,288 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:28:14,032 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:28:46,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:29:19,599 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:29:52,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:30:24,888 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:30:57,643 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:31:30,363 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:32:03,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:32:36,054 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:33:08,712 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:33:41,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:34:14,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:34:47,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:35:19,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:35:52,155 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:36:25,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:36:57,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:37:30,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:38:02,877 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:38:35,787 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:39:08,427 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:39:41,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:40:13,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:40:46,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:41:19,524 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:41:52,381 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:42:25,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:42:57,998 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:43:30,393 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:44:03,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:44:35,831 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:45:08,456 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:45:41,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:46:14,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:46:46,640 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:47:19,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:47:51,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:48:24,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:48:57,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:49:29,775 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:50:02,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:50:35,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:51:07,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:51:40,784 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:52:13,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:52:46,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:53:18,866 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:53:51,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:54:23,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:54:56,619 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:55:29,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:56:02,001 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:56:34,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:57:07,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:57:39,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:58:12,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:58:45,628 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:59:18,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 13:59:50,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:00:23,632 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:00:56,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:01:29,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:02:01,838 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:02:34,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:03:06,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:03:39,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:04:12,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:04:44,924 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:05:17,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:05:50,654 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:06:23,374 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:06:56,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:07:28,594 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:08:01,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:08:33,892 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:09:06,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:09:39,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:10:12,091 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:10:44,930 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:11:17,361 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:11:50,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:12:22,488 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:12:55,266 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:13:28,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:14:00,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:14:33,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:15:06,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:15:38,821 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:16:11,629 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:16:44,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:17:17,210 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:17:49,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:18:22,833 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:18:55,355 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:19:28,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:20:01,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:20:33,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:21:06,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:21:39,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:22:11,902 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:22:44,606 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:23:17,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:23:50,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:24:22,866 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:24:55,599 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:25:28,560 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:26:01,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:26:34,008 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:27:06,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:27:39,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:28:12,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:28:45,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:29:17,167 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:29:50,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:30:22,777 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:30:55,534 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:31:28,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:32:01,104 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:32:33,763 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:33:06,775 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:33:39,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:34:12,053 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:34:44,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:35:17,256 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:35:50,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:36:22,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:36:54,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:37:27,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:38:00,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:38:32,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:39:04,923 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:39:37,754 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:40:10,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:40:42,901 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:41:15,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:41:48,441 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:42:20,625 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:42:53,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:43:26,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:43:58,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:44:31,242 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:45:03,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:45:36,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:46:09,462 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:46:42,169 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:47:14,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:47:46,988 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:48:19,867 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:48:52,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:49:25,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:49:57,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:50:30,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:51:03,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:51:36,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:52:09,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:52:41,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:53:14,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:53:47,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:54:20,254 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:54:53,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:55:25,817 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:55:58,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:56:31,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:57:03,661 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:57:36,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:58:09,155 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:58:41,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:59:14,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 14:59:47,071 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:00:19,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:00:52,432 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:01:25,177 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:01:58,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:02:30,502 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:03:03,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:03:36,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:04:08,869 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:04:41,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:05:14,340 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:05:47,135 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:06:19,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:06:52,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:07:25,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:07:58,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:08:31,214 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:09:04,162 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:09:36,874 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:10:09,538 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:10:42,311 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:11:15,091 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:11:47,901 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:12:20,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:12:53,316 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:13:26,220 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:13:58,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:14:31,351 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:15:04,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:15:36,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:16:09,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:16:42,221 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:17:14,888 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:17:47,829 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:18:20,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:18:52,611 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:19:25,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:19:58,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:20:30,757 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:21:03,689 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:21:36,231 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:22:09,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:22:41,606 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:23:14,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:23:47,091 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:24:19,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:24:52,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:25:25,660 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:25:58,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:26:31,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:27:03,431 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:27:36,004 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:28:08,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:28:41,242 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:29:13,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:29:46,393 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:30:19,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:30:51,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:31:24,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:31:56,691 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:32:29,482 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:33:02,205 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:33:34,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:34:07,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:34:40,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:35:13,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:35:46,070 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:36:18,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:36:51,479 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:37:24,122 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:37:56,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:38:29,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:39:02,230 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:39:35,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:40:07,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:40:40,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:41:13,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:41:45,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:42:18,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:42:51,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:43:23,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:43:56,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:44:28,917 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:45:01,744 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:45:34,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:46:07,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:46:39,852 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:47:12,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:47:45,329 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:48:18,064 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:48:50,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:49:23,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:49:56,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:50:29,084 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:51:01,705 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:51:34,487 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:52:07,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:52:39,910 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:53:12,626 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:53:45,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:54:18,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:54:50,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:55:23,418 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:55:56,321 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:56:29,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:57:02,042 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:57:34,771 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:58:07,622 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:58:40,409 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:59:13,264 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 15:59:45,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:00:18,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:00:51,533 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:01:24,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:01:56,972 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:02:29,852 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:03:02,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:03:35,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:04:07,962 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:04:40,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:05:13,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:05:45,996 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:06:18,724 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:06:51,563 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:07:24,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:07:57,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:08:29,422 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:09:02,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:09:35,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:10:07,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:10:40,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:11:12,969 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:11:45,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:12:18,546 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:12:51,351 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:13:24,338 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:13:56,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:14:29,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:15:02,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:15:34,902 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:16:07,567 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:16:40,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:17:12,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:17:45,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:18:17,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:18:50,342 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:19:22,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:19:55,229 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:20:27,443 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:20:59,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:21:32,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:22:05,014 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:22:37,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:23:09,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:23:42,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:24:15,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:24:47,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:25:20,697 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:25:52,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:26:25,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:26:58,468 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:27:31,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:28:04,006 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:28:36,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:29:09,797 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:29:42,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:30:14,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:30:47,535 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:31:20,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:31:53,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:32:26,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:32:58,991 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:33:31,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:34:04,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:34:37,322 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:35:09,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:35:42,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:36:15,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:36:48,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:37:20,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:37:53,544 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:38:26,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:38:59,123 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:39:31,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:40:04,377 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:40:37,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:41:09,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:41:42,338 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:42:14,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:42:47,677 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:43:20,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:43:53,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:44:25,948 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:44:58,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:45:31,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:46:04,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:46:37,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:47:10,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:47:42,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:48:15,411 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:48:48,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:49:21,081 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:49:53,819 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:50:26,722 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:50:59,377 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:51:32,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:52:05,039 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:52:38,293 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:53:11,040 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:53:44,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:54:16,801 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:54:49,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:55:22,672 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:55:55,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:56:28,175 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:57:00,855 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:57:33,576 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:58:06,504 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:58:38,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:59:11,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 16:59:44,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:00:17,461 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:00:49,838 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:01:22,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:01:55,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:02:28,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:03:01,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:03:34,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:04:07,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:04:39,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:05:12,426 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:05:45,329 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:06:18,029 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:06:50,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:07:23,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:07:56,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:08:29,175 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:09:02,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:09:34,816 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:10:07,762 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:10:40,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:11:12,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:11:45,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:12:18,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:12:51,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:13:23,710 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:13:56,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:14:28,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:15:01,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:15:34,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:16:07,214 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:16:40,221 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:17:12,950 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:17:45,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:18:18,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:18:50,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:19:23,404 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:19:56,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:20:28,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:21:01,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:21:34,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:22:07,030 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:22:39,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:23:12,840 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:23:45,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:24:18,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:24:50,903 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:25:23,807 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:25:56,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:26:29,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:27:02,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:27:35,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:28:07,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:28:40,339 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:29:13,060 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:29:45,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:30:18,581 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:30:51,070 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:31:23,821 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:31:56,272 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:32:29,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:33:01,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:33:34,622 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:34:07,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:34:40,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:35:13,224 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:35:45,502 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:36:18,502 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:36:51,318 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:37:23,743 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:37:56,477 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:38:28,903 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:39:01,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:39:34,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:40:07,427 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:40:40,336 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:41:12,983 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:41:45,996 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:42:18,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:42:51,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:43:24,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:43:57,181 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:44:29,917 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:45:02,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:45:35,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:46:08,371 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:46:41,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:47:13,650 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:47:46,516 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:48:19,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:48:52,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:49:24,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:49:57,308 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:50:30,214 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:51:02,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:51:35,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:52:08,179 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:52:40,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:53:13,660 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:53:46,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:54:19,441 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:54:52,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:55:25,159 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:55:57,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:56:30,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:57:03,063 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:57:35,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:58:08,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:58:41,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:59:14,418 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 17:59:47,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:00:19,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:00:52,459 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:01:25,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:01:57,726 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:02:30,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:03:02,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:03:35,259 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:04:07,917 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:04:40,534 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:05:12,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:05:45,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:06:18,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:06:50,640 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:07:23,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:07:56,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:08:28,956 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:09:01,418 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:09:34,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:10:06,831 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:10:39,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:11:12,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:11:45,271 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:12:18,054 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:12:50,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:13:23,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:13:56,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:14:29,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:15:01,717 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:15:34,129 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:16:06,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:16:39,800 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:17:12,340 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:17:45,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:18:18,278 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:18:50,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:19:23,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:19:56,390 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:20:29,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:21:02,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:21:34,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:22:07,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:22:40,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:23:12,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:23:45,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:24:18,222 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:24:50,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:25:23,563 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:25:56,266 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:26:29,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:27:01,964 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:27:34,898 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:28:07,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:28:40,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:29:12,716 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:29:45,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:30:18,616 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:30:50,991 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:31:23,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:31:56,292 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:32:29,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:33:02,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:33:34,638 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:34:07,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:34:40,412 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:35:13,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:35:46,153 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:36:19,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:36:51,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:37:24,381 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:37:57,081 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:38:30,002 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:39:02,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:39:35,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:40:08,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:40:40,898 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:41:13,478 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:41:46,455 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:42:18,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:42:51,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:43:24,339 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:43:57,287 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:44:29,533 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:45:02,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:45:35,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:46:07,963 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:46:40,904 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:47:13,650 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:47:46,357 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:48:18,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:48:51,787 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:49:24,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:49:56,921 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:50:29,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:51:02,517 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:51:35,349 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:52:07,732 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:52:40,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:53:12,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:53:45,969 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:54:18,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:54:51,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:55:24,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:55:56,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:56:29,586 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:57:02,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:57:35,021 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:58:07,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:58:39,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:59:12,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 18:59:45,301 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:00:18,189 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:00:50,808 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:01:23,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:01:56,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:02:29,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:03:01,567 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:03:34,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:04:07,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:04:40,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:05:12,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:05:45,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:06:18,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:06:50,774 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:07:23,340 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:07:56,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:08:28,725 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:09:01,312 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:09:34,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:10:06,763 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:10:39,489 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:11:12,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:11:44,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:12:17,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:12:49,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:13:22,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:13:54,892 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:14:27,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:15:00,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:15:32,926 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:16:05,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:16:38,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:17:11,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:17:44,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:18:16,542 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:18:49,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:19:22,264 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:19:54,754 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:20:27,342 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:21:00,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:21:32,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:22:05,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:22:38,509 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:23:11,383 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:23:44,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:24:16,832 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:24:49,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:25:22,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:25:55,313 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:26:27,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:27:00,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:27:33,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:28:06,270 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:28:39,233 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:29:11,488 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:29:44,423 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:30:17,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:30:50,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:31:22,822 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:31:55,675 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:32:28,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:33:01,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:33:33,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:34:06,639 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:34:38,834 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:35:11,660 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:35:44,311 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:36:17,145 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:36:49,808 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:37:22,599 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:37:55,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:38:27,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:39:00,558 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:39:33,336 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:40:05,969 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:40:38,817 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:41:11,519 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:41:44,206 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:42:16,961 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:42:49,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:43:22,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:43:55,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:44:27,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:44:59,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:45:32,259 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:46:04,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:46:37,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:47:09,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:47:41,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:48:14,391 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:48:47,097 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:49:19,833 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:49:52,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:50:25,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:50:57,721 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:51:30,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:52:03,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:52:36,384 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:53:09,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:53:41,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:54:13,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:54:46,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:55:19,564 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:55:52,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:56:25,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:56:57,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:57:30,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:58:03,323 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:58:36,194 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:59:08,858 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 19:59:41,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:00:14,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:00:47,303 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:01:19,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:01:52,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:02:25,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:02:57,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:03:30,798 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:04:03,544 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:04:36,121 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:05:09,004 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:05:41,431 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:06:14,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:06:47,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:07:19,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:07:52,180 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:08:24,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:08:57,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:09:30,278 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:10:03,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:10:35,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:11:08,509 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:11:41,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:12:14,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:12:47,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:13:19,905 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:13:52,771 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:14:25,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:14:58,258 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:15:31,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:16:03,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:16:36,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:17:09,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:17:41,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:18:14,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:18:46,807 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:19:19,515 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:19:52,077 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:20:24,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:20:57,062 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:21:29,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:22:02,408 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:22:35,201 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:23:08,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:23:40,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:24:13,487 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:24:46,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:25:18,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:25:50,869 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:26:23,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:26:56,235 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:27:28,882 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:28:01,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:28:34,382 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:29:07,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:29:40,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:30:12,771 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:30:45,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:31:18,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:31:50,961 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:32:23,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:32:56,578 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:33:29,138 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:34:01,459 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:34:34,238 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:35:07,081 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:35:39,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:36:12,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:36:44,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:37:17,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:37:50,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:38:22,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:38:55,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:39:28,016 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:40:00,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:40:33,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:41:05,611 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:41:38,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:42:11,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:42:44,016 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:43:16,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:43:49,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:44:22,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:44:55,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:45:27,523 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:45:59,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:46:32,688 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:47:05,285 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:47:38,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:48:10,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:48:43,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:49:16,272 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:49:48,989 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:50:21,752 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:50:54,213 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:51:26,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:51:59,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:52:32,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:53:04,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:53:37,795 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:54:10,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:54:43,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:55:16,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:55:48,873 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:56:21,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:56:54,081 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:57:26,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:57:59,625 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:58:32,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:59:05,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 20:59:37,954 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:00:10,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:00:43,028 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:01:15,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:01:48,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:02:21,175 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:02:53,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:03:26,629 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:03:59,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:04:32,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:05:05,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:05:38,356 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:06:11,019 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:06:44,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:07:16,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:07:49,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:08:22,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:08:55,089 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:09:27,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:10:00,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:10:33,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:11:05,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:11:38,774 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:12:11,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:12:43,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:13:16,586 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:13:49,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:14:21,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:14:54,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:15:27,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:16:00,093 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:16:32,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:17:05,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:17:38,144 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:18:10,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:18:43,562 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:19:16,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:19:49,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:20:21,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:20:54,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:21:27,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:22:00,072 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:22:32,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:23:05,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:23:38,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:24:10,583 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:24:43,411 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:25:16,145 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:25:49,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:26:21,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:26:54,195 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:27:26,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:27:59,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:28:31,881 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:29:04,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:29:36,377 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:30:08,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:30:40,892 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:31:13,237 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:31:46,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:32:18,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:32:51,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:33:23,705 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:33:56,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:34:29,023 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:35:01,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:35:34,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:36:07,246 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:36:39,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:37:12,874 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:37:45,500 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:38:18,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:38:50,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:39:23,490 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:39:56,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:40:28,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:41:01,650 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:41:34,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:42:07,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:42:40,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:43:12,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:43:45,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:44:18,221 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:44:50,716 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:45:23,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:45:56,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:46:28,685 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:47:01,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:47:34,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:48:06,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:48:39,167 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:49:12,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:49:44,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:50:17,082 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:50:49,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:51:22,685 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:51:55,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:52:27,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:53:00,606 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:53:33,133 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:54:05,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:54:38,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:55:11,279 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:55:44,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:56:16,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:56:49,930 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:57:22,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:57:55,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:58:27,822 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:59:00,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 21:59:32,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:00:05,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:00:38,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:01:11,419 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:01:44,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:02:17,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:02:49,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:03:22,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:03:54,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:04:27,724 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:05:00,391 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:05:33,233 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:06:05,550 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:06:38,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:07:11,288 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:07:44,196 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:08:16,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:08:49,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:09:22,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:09:55,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:10:27,746 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:11:00,754 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:11:33,527 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:12:06,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:12:39,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:13:12,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:13:44,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:14:17,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:14:50,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:15:23,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:15:55,958 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:16:28,845 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:17:01,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:17:33,892 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:18:06,794 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:18:38,983 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:19:11,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:19:44,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:20:17,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:20:49,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:21:22,528 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:21:55,381 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:22:28,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:23:01,169 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:23:33,594 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:24:06,355 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:24:39,071 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:25:12,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:25:44,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:26:17,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:26:50,465 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:27:23,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:27:55,936 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:28:28,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:29:00,817 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:29:33,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:30:06,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:30:39,264 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:31:12,013 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:31:44,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:32:17,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:32:50,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:33:23,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:33:56,274 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:34:28,926 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:35:01,291 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:35:34,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:36:06,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:36:39,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:37:12,723 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:37:45,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:38:18,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:38:50,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:39:23,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:39:56,184 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:40:29,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:41:01,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:41:34,270 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:42:07,201 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:42:39,996 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:43:12,642 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:43:45,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:44:18,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:44:50,608 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:45:23,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:45:56,179 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:46:28,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:47:00,737 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:47:33,423 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:48:06,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:48:38,991 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:49:11,452 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:49:44,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:50:16,853 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:50:49,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:51:22,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:51:54,902 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:52:27,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:53:00,533 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:53:33,260 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:54:06,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:54:39,104 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:55:11,742 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:55:44,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:56:17,013 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:56:49,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:57:22,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:57:55,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:58:28,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:59:00,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 22:59:33,147 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:00:06,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:00:38,813 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:01:11,349 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:01:44,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:02:16,548 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:02:48,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:03:21,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:03:53,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:04:26,556 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:04:58,832 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:05:31,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:06:04,449 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:06:37,008 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:07:09,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:07:42,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:08:14,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:08:46,857 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:09:18,891 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:09:51,206 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:10:23,240 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:10:55,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:11:27,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:11:59,894 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:12:31,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:13:04,043 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:13:35,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:14:08,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:14:40,256 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:15:12,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:15:44,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:16:16,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:16:48,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:17:20,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:17:52,851 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:18:25,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:18:57,195 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:19:29,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:20:00,975 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:20:33,279 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:21:05,675 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:21:37,778 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:22:09,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:22:42,175 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:23:14,154 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:23:46,685 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:24:18,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:24:50,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:25:22,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:25:55,081 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:26:27,154 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:26:59,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:27:31,976 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:28:04,002 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:28:35,915 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:29:08,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:29:40,063 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:30:12,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:30:44,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:31:16,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:31:48,397 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:32:20,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:32:52,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:33:24,876 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:33:56,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:34:28,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:35:00,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:35:32,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:36:05,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:36:37,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:37:09,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:37:41,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:38:13,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:38:46,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:39:18,336 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:39:50,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:40:22,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:40:54,448 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:41:26,598 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:41:58,611 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:42:30,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:43:03,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:43:35,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:44:07,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:44:39,722 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:45:11,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:45:43,756 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:46:15,731 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:46:47,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:47:20,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:47:52,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:48:24,517 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:48:56,404 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:49:28,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:50:00,718 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:50:32,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:51:05,265 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:51:37,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:52:09,717 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:52:42,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:53:14,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:53:46,423 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:54:18,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:54:51,038 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:55:23,129 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:55:55,088 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:56:27,169 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:56:59,277 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:57:31,631 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:58:03,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:58:35,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:59:07,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-09 23:59:40,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:00:12,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:00:44,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:01:16,901 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:01:48,956 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:02:21,117 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:02:53,327 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:03:25,807 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:03:57,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:04:30,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:05:01,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:05:34,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:06:06,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:06:38,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:07:10,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:07:43,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:08:15,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:08:47,510 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:09:19,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:09:51,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:10:23,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:10:56,162 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:11:28,149 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:12:00,178 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:12:32,002 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:13:04,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:13:36,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:14:08,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:14:40,851 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:15:12,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:15:44,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:16:17,085 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:16:49,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:17:21,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:17:53,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:18:25,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:18:57,423 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:19:29,634 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:20:01,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:20:34,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:21:06,452 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:21:38,474 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:22:10,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:22:42,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:23:14,500 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:23:46,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:24:18,541 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:24:50,773 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:25:22,924 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:25:54,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:26:27,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:26:59,463 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:27:31,492 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:28:03,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:28:36,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:29:08,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:29:40,280 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:30:12,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:30:45,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:31:16,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:31:49,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:32:21,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:32:53,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:33:25,956 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:33:58,231 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:34:30,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:35:02,620 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:35:34,675 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:36:06,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:36:38,845 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:37:10,754 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:37:43,235 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:38:15,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:38:47,619 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:39:19,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:39:51,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:40:24,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:40:56,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:41:28,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:42:00,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:42:32,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:43:04,839 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:43:36,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:44:09,208 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:44:41,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:45:13,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:45:45,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:46:17,695 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:46:49,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:47:22,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:47:54,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:48:26,954 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:48:58,996 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:49:31,096 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:50:03,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:50:35,104 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:51:07,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:51:39,726 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:52:11,648 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:52:43,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:53:15,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:53:48,176 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:54:20,498 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:54:52,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:55:24,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:55:57,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:56:29,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:57:01,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:57:33,718 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:58:06,202 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:58:38,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:59:10,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 00:59:43,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:00:15,777 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:00:47,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:01:19,910 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:01:52,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:02:24,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:02:56,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:03:28,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:04:00,598 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:04:32,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:05:05,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:05:37,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:06:09,498 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:06:41,576 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:07:13,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:07:46,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:08:18,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:08:50,500 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:09:22,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:09:55,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:10:27,090 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:10:58,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:11:30,981 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:12:03,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:12:35,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:13:07,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:13:39,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:14:12,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:14:44,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:15:16,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:15:48,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:16:21,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:16:53,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:17:25,345 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:17:57,313 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:18:29,757 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:19:01,996 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:19:34,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:20:05,976 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:20:38,084 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:21:10,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:21:42,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:22:14,195 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:22:46,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:23:18,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:23:50,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:24:22,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:24:55,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:25:27,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:25:59,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:26:31,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:27:03,743 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:27:35,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:28:07,840 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:28:40,151 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:29:12,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:29:44,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:30:16,763 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:30:48,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:31:20,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:31:53,130 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:32:25,323 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:32:57,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:33:29,373 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:34:01,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:34:33,618 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:35:05,722 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:35:37,944 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:36:10,010 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:36:42,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:37:14,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:37:46,845 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:38:18,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:38:50,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:39:22,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:39:56,140 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:40:28,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:41:00,272 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:41:32,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:42:04,558 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:42:36,548 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:43:08,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:43:40,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:44:12,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:44:44,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:45:17,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:45:49,135 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:46:21,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:46:53,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:47:25,341 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:47:57,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:48:29,695 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:49:01,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:49:33,691 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:50:05,963 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:50:38,178 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:51:10,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:51:42,903 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:52:15,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:52:47,166 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:53:19,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:53:51,436 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:54:23,775 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:54:56,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:55:28,579 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:56:01,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:56:32,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:57:05,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:57:37,078 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:58:09,381 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:58:41,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:59:14,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 01:59:46,220 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:00:18,616 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:00:50,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:01:22,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:01:54,834 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:02:27,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:02:59,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:03:31,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:04:03,898 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:04:36,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:05:08,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:05:40,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:06:12,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:06:44,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:07:16,795 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:07:48,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:08:21,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:08:53,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:09:25,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:09:57,461 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:10:29,677 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:11:01,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:11:33,609 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:12:05,930 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:12:37,934 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:13:10,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:13:41,952 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:14:14,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:14:46,556 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:15:18,548 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:15:50,598 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:16:22,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:16:55,234 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:17:27,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:17:59,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:18:31,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:19:04,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:19:36,507 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:20:08,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:20:40,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:21:12,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:21:45,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:22:17,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:22:50,068 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:23:22,154 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:23:54,380 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:24:26,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:24:59,137 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:25:31,302 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:26:03,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:26:35,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:27:08,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:27:40,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:28:12,894 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:28:44,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:29:17,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:29:49,710 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:30:21,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:30:54,070 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:31:26,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:31:58,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:32:30,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:33:02,858 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:33:35,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:34:07,285 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:34:39,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:35:11,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:35:43,842 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:36:16,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:36:48,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:37:20,482 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:37:52,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:38:24,838 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:38:57,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:39:29,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:40:01,180 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:40:33,676 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:41:06,063 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:41:38,016 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:42:10,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:42:42,100 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:43:14,147 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:43:46,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:44:18,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:44:50,528 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:45:22,780 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:45:54,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:46:26,996 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:46:59,084 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:47:31,341 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:48:03,313 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:48:35,638 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:49:07,557 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:49:40,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:50:12,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:50:44,177 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:51:16,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:51:48,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:52:20,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:52:52,429 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:53:24,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:53:56,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:54:29,455 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:55:01,661 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:55:34,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:56:06,426 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:56:38,278 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:57:10,795 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:57:43,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:58:15,238 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:58:47,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:59:19,309 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 02:59:51,339 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:00:23,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:00:55,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:01:27,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:02:00,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:02:32,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:03:04,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:03:36,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:04:08,345 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:04:40,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:05:12,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:05:45,633 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:06:17,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:06:50,219 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:07:22,278 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:07:54,411 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:08:26,441 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:08:58,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:09:30,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:10:03,097 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:10:35,632 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:11:07,833 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:11:39,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:12:12,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:12:44,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:13:16,882 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:13:48,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:14:20,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:14:52,894 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:15:25,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:15:57,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:16:29,353 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:17:01,376 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:17:33,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:18:05,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:18:37,938 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:19:10,071 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:19:42,006 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:20:14,071 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:20:46,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:21:18,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:21:50,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:22:22,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:22:55,233 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:23:27,545 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:23:59,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:24:32,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:25:04,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:25:36,182 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:26:08,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:26:40,471 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:27:12,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:27:44,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:28:16,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:28:49,308 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:29:22,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:29:54,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:30:26,366 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:30:58,406 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:31:30,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:32:02,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:32:35,028 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:33:06,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:33:39,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:34:11,538 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:34:43,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:35:15,456 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:35:47,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:36:19,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:36:51,757 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:37:23,799 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:37:56,229 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:38:28,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:39:00,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:39:32,967 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:40:05,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:40:37,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:41:10,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:41:42,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:42:14,631 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:42:46,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:43:19,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:43:51,002 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:44:23,279 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:44:55,347 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:45:27,736 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:46:00,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:46:32,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:47:04,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:47:36,591 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:48:08,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:48:40,938 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:49:13,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:49:45,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:50:17,546 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:50:49,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:51:21,622 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:51:53,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:52:25,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:52:58,049 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:53:30,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:54:02,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:54:35,072 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:55:07,318 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:55:39,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:56:11,810 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:56:44,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:57:16,697 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:57:48,838 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:58:20,958 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:58:52,829 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:59:24,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 03:59:57,097 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:00:29,408 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:01:01,300 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:01:33,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:02:05,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:02:37,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:03:09,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:03:42,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:04:14,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:04:46,784 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:05:19,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:05:51,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:06:23,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:06:56,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:07:28,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:08:00,477 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:08:32,867 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:09:05,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:09:37,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:10:09,619 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:10:41,885 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:11:14,289 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:11:46,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:12:18,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:12:50,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:13:22,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:13:54,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:14:26,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:14:58,777 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:15:30,869 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:16:03,305 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:16:35,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:17:07,970 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:17:40,585 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:18:12,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:18:44,829 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:19:17,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:19:49,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:20:21,349 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:20:53,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:21:26,002 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:21:58,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:22:30,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:23:02,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:23:34,958 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:24:07,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:24:39,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:25:11,654 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:25:44,100 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:26:16,167 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:26:48,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:27:20,775 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:27:52,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:28:25,144 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:28:57,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:29:29,347 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:30:01,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:30:33,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:31:05,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:31:37,931 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:32:09,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:32:41,983 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:33:14,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:33:46,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:34:19,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:34:51,260 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:35:23,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:35:55,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:36:27,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:37:00,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:37:32,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:38:04,583 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:38:36,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:39:09,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:39:41,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:40:13,771 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:40:45,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:41:18,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:41:50,933 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:42:23,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:42:55,147 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:43:27,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:43:59,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:44:31,623 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:45:04,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:45:36,264 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:46:08,355 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:46:40,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:47:13,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:47:45,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:48:17,482 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:48:49,827 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:49:22,019 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:49:54,279 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:50:26,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:50:58,954 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:51:31,121 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:52:03,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:52:35,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:53:07,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:53:40,285 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:54:12,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:54:45,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:55:17,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:55:49,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:56:21,740 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:56:53,817 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:57:26,316 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:57:58,540 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:58:30,691 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:59:02,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 04:59:34,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:00:06,928 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:00:39,060 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:01:11,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:01:43,804 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:02:16,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:02:48,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:03:20,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:03:53,068 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:04:25,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:04:57,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:05:29,159 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:06:01,309 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:06:33,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:07:05,796 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:07:37,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:08:10,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:08:42,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:09:14,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:09:46,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:10:19,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:10:51,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:11:23,506 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:11:56,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:12:28,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:13:00,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:13:33,035 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:14:05,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:14:37,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:15:09,853 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:15:42,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:16:14,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:16:46,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:17:18,842 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:17:51,292 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:18:23,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:18:55,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:19:27,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:19:59,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:20:32,135 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:21:04,564 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:21:36,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:22:08,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:22:40,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:23:12,838 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:23:44,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:24:17,323 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:24:49,465 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:25:21,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:25:54,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:26:26,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:26:58,742 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:27:30,762 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:28:03,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:28:35,542 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:29:08,016 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:29:40,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:30:13,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:30:45,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:31:18,230 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:31:50,595 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:32:23,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:32:55,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:33:27,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:34:00,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:34:33,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:35:05,446 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:35:37,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:36:10,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:36:42,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:37:15,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:37:47,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:38:19,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:38:52,178 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:39:24,834 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:39:57,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:40:29,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:41:02,137 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:41:34,591 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:42:07,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:42:39,972 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:43:12,556 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:43:45,146 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:44:17,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:44:50,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:45:22,612 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:45:54,797 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:46:26,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:46:58,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:47:30,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:48:03,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:48:35,371 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:49:07,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:49:39,874 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:50:11,891 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:50:43,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:51:16,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:51:48,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:52:20,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:52:52,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:53:24,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:53:57,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:54:29,405 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:55:01,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:55:33,738 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:56:06,078 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:56:38,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:57:10,334 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:57:42,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:58:14,424 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:58:46,488 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:59:18,756 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 05:59:50,845 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:00:22,876 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:00:55,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:01:27,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:01:59,166 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:02:31,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:03:03,289 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:03:35,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:04:07,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:04:40,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:05:12,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:05:44,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:06:17,205 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:06:49,428 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:07:21,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:07:53,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:08:25,895 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:08:58,272 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:09:30,537 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:10:02,499 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:10:34,769 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:11:06,876 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:11:38,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:12:10,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:12:43,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:13:15,040 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:13:47,280 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:14:19,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:14:51,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:15:24,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:15:56,202 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:16:28,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:17:00,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:17:32,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:18:04,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:18:36,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:19:09,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:19:41,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:20:13,591 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:20:45,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:21:18,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:21:50,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:22:22,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:22:54,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:23:27,121 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:23:59,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:24:31,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:25:03,795 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:25:35,875 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:26:08,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:26:41,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:27:13,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:27:44,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:28:17,489 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:28:49,537 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:29:21,963 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:29:54,010 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:30:26,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:30:58,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:31:30,258 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:32:02,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:32:34,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:33:06,329 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:33:38,281 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:34:10,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:34:42,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:35:15,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:35:47,460 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:36:19,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:36:52,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:37:24,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:37:55,997 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:38:28,166 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:39:00,163 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:39:32,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:40:05,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:40:37,100 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:41:09,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:41:41,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:42:13,610 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:42:46,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:43:18,636 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:43:50,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:44:22,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:44:55,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:45:27,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:45:59,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:46:31,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:47:03,960 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:47:36,260 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:48:08,293 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:48:40,318 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:49:12,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:49:44,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:50:16,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:50:48,383 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:51:20,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:51:53,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:52:25,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:52:57,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:53:29,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:54:01,596 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:54:33,599 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:55:06,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:55:38,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:56:10,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:56:42,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:57:14,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:57:46,910 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:58:18,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:58:51,241 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:59:23,338 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 06:59:55,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:00:27,507 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:00:59,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:01:32,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:02:04,512 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:02:36,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:03:08,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:03:40,638 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:04:12,633 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:04:45,021 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:05:17,121 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:05:49,114 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:06:21,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:06:54,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:07:26,208 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:07:58,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:08:30,789 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:09:03,071 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:09:35,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:10:07,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:10:39,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:11:11,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:11:43,606 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:12:15,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:12:48,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:13:20,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:13:52,117 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:14:24,308 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:14:56,842 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:15:28,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:16:01,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:16:33,471 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:17:05,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:17:37,703 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:18:10,006 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:18:42,159 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:19:14,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:19:46,378 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:20:18,539 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:20:50,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:21:23,060 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:21:55,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:22:27,505 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:22:59,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:23:32,043 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:24:04,259 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:24:36,288 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:25:08,291 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:25:40,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:26:13,324 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:26:45,717 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:27:17,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:27:49,858 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:28:22,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:28:54,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:29:26,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:29:58,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:30:30,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:31:02,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:31:35,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:32:07,086 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:32:39,407 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:33:11,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:33:44,205 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:34:16,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:34:48,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:35:20,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:35:53,181 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:36:25,238 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:36:57,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:37:29,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:38:01,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:38:34,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:39:06,166 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:39:38,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:40:10,661 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:40:43,189 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:41:15,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:41:47,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:42:19,746 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:42:51,817 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:43:23,934 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:43:55,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:44:27,923 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:45:00,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:45:32,965 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:46:04,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:46:37,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:47:09,721 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:47:41,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:48:14,175 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:48:46,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:49:18,291 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:49:50,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:50:22,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:50:54,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:51:27,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:51:59,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:52:31,932 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:53:04,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:53:36,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:54:08,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:54:40,276 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:55:12,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:55:44,710 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:56:16,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:56:48,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:57:20,827 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:57:53,305 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:58:25,609 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:58:57,921 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 07:59:29,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:00:02,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:00:34,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:01:06,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:01:38,789 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:02:11,059 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:02:43,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:03:15,374 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:03:47,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:04:19,980 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:04:51,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:05:24,246 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:05:56,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:06:28,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:07:00,621 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:07:32,639 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:08:05,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:08:37,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:09:09,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:09:42,240 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:10:14,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:10:46,334 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:11:18,793 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:11:50,766 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:12:22,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:12:55,001 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:13:26,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:13:59,338 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:14:31,509 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:15:03,938 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:15:36,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:16:08,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:16:41,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:17:13,500 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:17:45,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:18:17,548 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:18:49,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:19:21,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:19:54,151 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:20:26,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:20:58,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:21:31,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:22:03,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:22:35,618 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:23:07,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:23:40,154 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:24:12,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:24:44,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:25:16,990 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:25:48,964 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:26:21,305 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:26:53,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:27:26,149 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:27:58,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:28:30,287 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:29:02,752 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:29:34,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:30:07,043 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:30:39,042 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:31:11,342 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:31:43,293 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:32:15,405 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:32:47,303 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:33:19,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:33:51,571 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:34:23,932 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:34:55,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:35:28,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:36:00,405 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:36:32,456 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:37:04,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:37:36,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:38:08,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:38:41,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:39:13,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:39:45,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:40:17,686 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:40:50,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:41:22,146 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:41:54,394 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:42:26,474 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:42:58,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:43:30,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:44:03,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:44:35,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:45:08,040 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:45:40,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:46:12,465 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:46:44,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:47:17,038 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:47:49,000 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:48:21,471 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:48:53,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:49:25,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:49:57,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:50:29,878 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:51:02,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:51:34,412 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:52:06,926 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:52:38,970 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:53:11,334 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:53:43,323 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:54:15,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:54:48,264 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:55:20,285 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:55:52,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:56:24,434 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:56:56,522 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:57:28,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:58:01,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:58:33,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:59:05,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 08:59:38,166 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:00:10,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:00:43,164 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:01:15,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:01:48,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:02:20,608 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:02:52,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:03:25,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:03:57,161 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:04:29,773 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:05:02,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:05:34,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:06:06,418 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:06:38,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:07:11,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:07:43,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:08:15,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:08:47,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:09:19,468 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:09:51,462 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:10:23,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:10:55,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:11:28,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:12:00,362 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:12:32,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:13:05,028 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:13:36,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:14:09,599 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:14:41,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:15:13,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:15:46,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:16:18,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:16:50,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:17:22,794 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:17:54,743 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:18:27,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:18:59,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:19:31,704 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:20:03,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:20:35,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:21:08,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:21:40,666 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:22:12,698 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:22:45,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:23:17,308 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:23:49,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:24:21,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:24:53,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:25:26,019 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:25:58,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:26:30,094 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:27:02,489 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:27:34,650 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:28:07,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:28:39,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:29:11,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:29:43,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:30:16,235 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:30:48,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:31:20,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:31:53,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:32:25,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:32:57,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:33:29,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:34:01,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:34:33,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:35:06,352 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:35:38,363 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:36:10,274 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:36:42,757 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:37:14,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:37:46,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:38:18,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:38:50,913 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:39:23,220 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:39:55,774 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:40:27,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:40:59,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:41:32,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:42:04,490 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:42:36,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:43:09,084 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:43:41,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:44:13,661 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:44:45,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:45:18,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:45:50,224 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:46:22,629 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:46:54,656 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:47:26,808 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:47:58,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:48:31,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:49:03,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:49:35,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:50:07,164 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:50:39,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:51:11,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:51:44,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:52:16,721 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:52:49,220 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:53:21,302 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:53:53,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:54:25,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:54:58,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:55:30,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:56:02,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:56:34,405 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:57:06,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:57:38,872 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:58:11,164 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:58:43,026 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:59:15,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 09:59:47,263 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:00:19,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:00:51,553 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:01:23,604 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:01:55,409 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:02:27,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:02:59,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:03:31,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:04:03,849 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:04:36,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:05:08,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:05:40,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:06:12,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:06:44,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:07:17,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:07:49,288 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:08:21,184 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:08:53,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:09:25,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:09:57,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:10:29,647 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:11:02,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:11:34,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:12:05,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:12:38,342 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:13:10,839 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:13:42,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:14:14,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:14:47,034 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:15:19,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:15:51,435 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:16:23,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:16:55,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:17:27,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:18:00,302 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:18:32,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:19:04,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:19:36,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:20:08,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:20:40,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:21:12,302 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:21:44,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:22:16,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:22:48,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:23:21,074 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:23:53,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:24:26,038 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:24:58,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:25:30,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:26:02,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:26:34,434 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:27:06,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:27:38,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:28:11,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:28:43,242 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:29:15,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:29:47,448 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:30:19,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:30:52,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:31:24,405 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:31:56,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:32:28,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:33:00,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:33:33,350 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:34:05,366 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:34:37,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:35:09,486 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:35:41,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:36:13,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:36:45,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:37:17,665 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:37:49,872 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:38:22,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:38:54,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:39:26,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:39:58,677 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:40:30,521 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:41:02,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:41:35,452 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:42:07,537 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:42:39,885 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:43:11,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:43:44,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:44:16,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:44:48,595 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:45:20,599 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:45:53,092 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:46:25,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:46:57,371 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:47:29,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:48:01,825 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:48:34,021 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:49:06,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:49:38,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:50:10,507 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:50:42,544 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:51:14,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:51:47,189 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:52:19,232 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:52:51,478 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:53:23,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:53:55,397 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:54:27,467 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:54:59,822 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:55:32,279 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:56:04,793 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:56:36,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:57:09,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:57:41,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:58:13,158 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:58:45,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:59:17,490 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 10:59:49,362 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:00:21,827 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:00:53,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:01:26,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:01:58,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:02:30,459 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:03:02,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:03:35,132 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:04:07,129 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:04:39,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:05:11,551 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:05:44,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:06:15,921 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:06:48,446 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:07:20,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:07:52,691 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:08:24,669 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:08:56,872 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:09:28,981 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:10:01,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:10:33,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:11:06,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:11:38,164 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:12:10,498 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:12:42,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:13:15,278 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:13:47,205 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:14:19,732 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:14:51,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:15:23,744 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:15:55,718 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:16:28,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:16:59,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:17:32,026 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:18:04,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:18:36,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:19:08,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:19:40,857 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:20:12,958 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:20:45,271 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:21:17,712 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:21:49,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:22:22,222 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:22:54,515 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:23:26,888 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:23:59,481 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:24:31,429 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:25:03,960 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:25:35,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:26:08,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:26:40,060 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:27:12,096 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:27:44,053 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:28:16,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:28:49,136 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:29:21,072 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:29:53,380 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:30:25,807 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:30:57,816 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:31:30,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:32:02,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:32:34,762 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:33:06,858 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:33:39,409 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:34:11,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:34:43,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:35:15,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:35:47,660 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:36:19,845 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:36:51,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:37:24,342 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:37:56,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:38:28,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:39:00,816 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:39:33,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:40:05,717 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:40:37,680 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:41:09,867 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:41:42,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:42:14,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:42:46,696 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:43:19,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:43:51,042 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:44:23,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:44:55,419 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:45:27,406 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:45:59,777 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:46:31,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:47:04,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:47:36,272 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:48:08,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:48:40,393 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:49:12,324 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:49:44,842 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:50:16,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:50:49,287 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:51:21,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:51:53,594 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:52:25,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:52:58,040 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:53:29,998 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:54:02,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:54:34,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:55:06,235 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:55:38,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:56:11,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:56:43,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:57:15,877 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:57:48,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:58:20,619 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:58:52,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:59:24,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 11:59:57,337 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:00:29,397 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:01:01,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:01:33,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:02:06,077 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:02:38,351 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:03:10,633 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:03:42,702 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:04:15,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:04:47,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:05:19,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:05:52,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:06:24,329 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:06:56,654 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:07:28,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:08:00,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:08:32,594 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:09:05,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:09:37,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:10:09,450 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:10:41,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:11:13,858 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:11:45,871 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:12:17,791 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:12:50,181 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:13:22,591 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:13:54,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:14:27,147 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:14:59,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:15:31,787 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:16:03,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:16:36,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:17:08,599 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:17:40,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:18:13,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:18:45,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:19:17,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:19:49,382 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:20:21,867 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:20:53,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:21:26,129 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:21:58,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:22:30,487 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:23:02,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:23:34,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:24:07,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:24:38,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:25:11,538 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:25:43,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:26:16,001 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:26:48,137 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:27:20,638 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:27:53,107 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:28:25,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:28:57,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:29:29,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:30:01,197 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:30:33,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:31:05,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:31:38,221 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:32:10,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:32:42,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:33:14,332 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:33:46,318 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:34:18,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:34:51,045 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:35:22,957 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:35:55,025 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:36:27,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:36:59,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:37:31,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:38:03,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:38:35,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:39:08,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:39:40,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:40:13,040 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:40:44,963 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:41:17,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:41:49,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:42:21,617 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:42:53,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:43:25,686 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:43:58,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:44:30,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:45:02,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:45:34,858 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:46:06,882 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:46:38,804 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:47:10,776 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:47:42,814 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:48:15,019 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:48:47,114 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:49:19,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:49:51,810 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:50:24,162 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:50:56,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:51:28,367 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:52:00,349 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:52:32,256 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:53:04,798 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:53:36,620 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:54:08,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:54:41,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:55:13,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:55:45,385 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:56:17,882 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:56:49,846 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:57:22,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:57:54,326 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:58:26,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:58:58,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 12:59:30,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:00:02,998 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:00:35,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:01:07,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:01:40,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:02:12,481 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:02:44,523 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:03:16,925 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:03:49,321 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:04:21,378 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:04:53,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:05:25,682 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:05:57,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:06:29,885 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:07:02,218 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:07:34,177 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:08:06,382 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:08:38,666 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:09:11,033 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:09:43,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:10:15,525 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:10:47,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:11:19,489 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:11:51,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:12:24,178 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:12:56,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:13:28,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:14:01,013 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:14:33,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:15:05,534 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:15:37,564 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:16:09,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:16:42,387 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:17:14,240 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:17:46,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:18:18,614 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:18:50,882 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:19:22,975 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:19:55,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:20:27,611 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:20:59,487 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:21:31,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:22:03,912 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:22:35,800 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:23:07,800 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:23:40,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:24:12,334 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:24:44,276 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:25:16,378 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:25:48,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:26:21,338 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:26:53,409 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:27:25,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:27:57,835 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:28:29,870 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:29:01,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:29:34,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:30:06,167 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:30:38,703 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:31:11,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:31:43,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:32:15,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:32:47,867 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:33:19,934 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:33:52,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:34:23,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:34:55,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:35:28,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:36:00,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:36:32,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:37:04,594 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:37:36,798 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:38:08,814 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:38:41,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:39:13,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:39:45,326 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:40:17,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:40:49,254 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:41:21,672 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:41:54,029 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:42:26,524 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:42:58,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:43:30,964 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:44:02,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:44:35,184 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:45:07,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:45:39,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:46:11,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:46:44,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:47:16,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:47:48,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:48:20,378 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:48:52,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:49:25,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:49:57,825 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:50:30,101 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:51:02,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:51:34,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:52:07,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:52:39,498 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:53:11,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:53:44,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:54:16,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:54:48,738 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:55:21,254 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:55:53,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:56:25,740 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:56:57,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:57:30,517 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:58:02,746 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:58:35,077 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:59:07,381 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 13:59:39,665 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:00:11,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:00:44,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:01:16,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:01:48,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:02:20,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:02:53,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:03:25,612 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:03:57,871 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:04:30,080 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:05:02,309 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:05:34,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:06:06,866 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:06:38,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:07:10,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:07:42,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:08:15,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:08:47,085 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:09:19,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:09:51,083 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:10:23,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:10:55,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:11:27,342 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:11:59,533 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:12:31,800 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:13:03,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:13:36,080 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:14:08,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:14:40,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:15:12,155 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:15:44,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:16:17,005 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:16:49,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:17:21,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:17:53,432 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:18:25,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:18:57,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:19:29,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:20:01,991 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:20:33,923 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:21:06,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:21:38,642 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:22:10,752 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:22:42,937 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:23:15,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:23:47,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:24:19,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:24:51,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:25:24,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:25:56,476 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:26:28,862 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:27:01,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:27:33,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:28:05,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:28:37,877 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:29:10,210 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:29:42,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:30:14,145 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:30:46,681 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:31:18,713 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:31:50,888 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:32:23,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:32:55,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:33:27,828 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:34:00,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:34:32,531 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:35:04,672 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:35:36,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:36:08,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:36:40,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:37:12,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:37:45,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:38:17,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:38:49,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:39:21,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:39:53,537 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:40:26,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:40:58,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:41:30,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:42:02,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:42:35,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:43:07,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:43:39,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:44:11,834 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:44:43,822 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:45:15,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:45:48,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:46:20,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:46:53,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:47:25,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:47:57,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:48:29,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:49:01,820 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:49:34,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:50:06,271 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:50:38,325 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:51:11,177 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:51:43,348 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:52:15,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:52:48,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:53:20,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:53:52,721 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:54:25,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:54:57,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:55:29,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:56:02,446 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:56:34,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:57:06,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:57:39,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:58:11,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:58:44,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:59:16,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 14:59:48,831 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:00:20,972 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:00:53,254 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:01:25,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:01:58,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:02:30,411 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:03:02,478 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:03:34,752 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:04:06,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:04:38,981 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:05:11,254 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:05:43,570 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:06:16,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:06:48,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:07:21,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:07:53,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:08:26,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:08:58,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:09:31,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:10:03,904 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:10:36,231 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:11:08,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:11:40,983 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:12:13,569 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:12:45,771 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:13:18,210 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:13:50,800 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:14:23,414 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:14:55,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:15:27,965 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:16:00,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:16:32,229 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:17:04,609 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:17:36,829 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:18:09,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:18:41,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:19:14,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:19:46,509 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:20:18,981 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:20:51,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:21:24,231 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:21:56,963 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:22:29,220 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:23:01,617 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:23:34,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:24:06,756 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:24:39,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:25:11,717 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:25:44,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:26:16,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:26:49,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:27:22,052 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:27:54,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:28:27,176 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:28:59,426 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:29:31,801 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:30:04,063 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:30:36,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:31:08,903 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:31:41,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:32:13,064 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:32:45,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:33:17,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:33:50,237 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:34:22,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:34:54,475 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:35:26,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:35:58,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:36:31,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:37:03,611 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:37:35,640 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:38:07,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:38:39,950 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:39:11,921 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:39:44,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:40:16,625 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:40:48,686 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:41:20,651 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:41:52,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:42:24,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:42:56,874 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:43:28,853 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:44:01,019 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:44:33,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:45:05,391 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:45:37,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:46:09,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:46:42,070 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:47:14,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:47:46,773 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:48:18,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:48:51,117 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:49:23,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:49:55,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:50:27,395 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:50:59,579 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:51:31,853 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:52:03,741 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:52:35,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:53:08,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:53:40,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:54:12,202 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:54:44,486 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:55:16,567 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:55:48,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:56:20,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:56:53,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:57:25,342 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:57:57,432 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:58:29,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:59:02,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 15:59:34,069 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:00:06,114 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:00:38,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:01:10,256 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:01:42,292 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:02:14,725 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:02:46,667 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:03:19,023 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:03:51,529 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:04:23,821 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:04:55,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:05:28,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:06:00,455 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:06:32,936 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:07:05,060 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:07:37,096 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:08:09,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:08:41,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:09:13,676 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:09:45,975 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:10:18,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:10:50,303 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:11:22,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:11:54,482 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:12:26,504 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:12:58,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:13:30,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:14:03,135 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:14:35,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:15:07,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:15:39,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:16:11,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:16:43,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:17:16,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:17:48,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:18:20,542 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:18:52,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:19:24,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:19:56,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:20:28,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:21:01,176 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:21:33,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:22:05,689 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:22:37,793 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:23:09,732 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:23:41,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:24:13,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:24:46,319 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:25:18,424 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:25:50,773 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:26:22,625 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:26:54,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:27:27,209 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:27:59,520 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:28:31,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:29:03,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:29:35,451 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:30:07,648 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:30:39,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:31:11,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:31:43,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:32:16,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:32:48,857 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:33:21,479 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:33:53,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:34:25,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:34:58,512 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:35:30,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:36:02,723 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:36:35,246 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:37:07,722 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:37:40,011 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:38:12,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:38:44,933 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:39:17,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:39:49,426 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:40:21,797 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:40:53,854 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:41:25,912 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:41:58,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:42:30,725 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:43:03,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:43:35,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:44:08,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:44:40,456 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:45:12,995 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:45:45,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:46:17,412 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:46:49,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:47:21,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:47:54,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:48:26,210 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:48:58,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:49:31,082 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:50:03,003 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:50:35,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:51:07,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:51:40,353 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:52:12,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:52:44,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:53:17,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:53:49,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:54:22,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:54:54,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:55:27,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:55:59,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:56:31,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:57:03,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:57:36,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:58:08,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:58:40,334 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:59:12,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 16:59:45,052 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:00:17,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:00:49,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:01:22,052 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:01:54,448 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:02:26,701 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:02:58,850 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:03:31,324 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:04:03,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:04:36,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:05:08,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:05:41,288 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:06:13,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:06:46,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:07:18,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:07:50,731 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:08:23,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:08:55,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:09:27,939 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:10:00,405 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:10:32,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:11:05,432 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:11:37,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:12:09,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:12:42,275 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:13:14,678 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:13:47,179 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:14:19,188 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:14:51,166 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:15:23,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:15:55,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:16:28,043 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:17:00,460 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:17:32,560 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:18:04,921 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:18:37,447 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:19:09,894 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:19:42,002 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:20:13,871 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:20:46,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:21:18,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:21:50,653 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:22:23,080 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:22:55,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:23:27,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:23:59,574 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:24:32,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:25:04,527 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:25:36,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:26:09,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:26:41,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:27:13,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:27:46,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:28:18,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:28:50,786 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:29:23,000 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:29:55,561 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:30:28,047 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:31:00,559 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:31:33,121 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:32:05,565 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:32:37,759 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:33:10,103 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:33:42,612 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:34:14,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:34:47,515 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:35:19,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:35:52,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:36:24,808 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:36:57,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:37:29,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:38:02,262 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:38:34,645 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:39:06,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:39:38,951 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:40:11,000 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:40:43,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:41:15,191 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:41:47,151 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:42:19,493 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:42:51,702 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:43:24,152 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:43:56,053 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:44:28,460 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:45:00,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:45:32,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:46:04,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:46:36,509 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:47:08,877 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:47:40,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:48:12,863 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:48:44,938 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:49:17,326 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:49:49,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:50:21,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:50:54,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:51:26,450 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:51:58,885 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:52:31,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:53:03,229 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:53:35,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:54:07,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:54:39,643 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:55:12,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:55:44,315 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:56:16,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:56:48,928 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:57:21,076 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:57:53,450 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:58:25,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:58:57,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 17:59:29,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:00:01,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:00:33,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:01:06,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:01:38,390 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:02:10,372 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:02:42,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:03:15,110 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:03:47,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:04:19,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:04:51,716 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:05:23,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:05:55,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:06:27,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:07:00,113 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:07:32,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:08:04,308 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:08:36,409 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:09:08,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:09:40,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:10:13,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:10:45,530 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:11:17,705 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:11:50,079 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:12:22,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:12:55,424 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:13:27,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:13:59,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:14:32,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:15:04,393 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:15:36,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:16:08,669 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:16:41,404 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:17:13,778 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:17:46,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:18:18,144 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:18:50,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:19:22,592 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:19:54,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:20:26,837 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:20:58,932 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:21:31,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:22:03,253 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:22:35,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:23:07,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:23:40,113 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:24:12,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:24:44,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:25:17,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:25:49,537 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:26:21,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:26:54,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:27:26,609 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:27:59,196 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:28:31,827 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:29:04,016 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:29:36,146 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:30:08,800 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:30:40,915 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:31:13,477 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:31:45,723 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:32:18,138 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:32:50,813 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:33:22,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:33:55,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:34:27,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:34:59,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:35:31,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:36:03,839 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:36:35,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:37:07,875 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:37:39,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:38:12,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:38:44,313 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:39:16,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:39:48,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:40:20,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:40:52,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:41:24,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:41:56,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:42:29,421 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:43:01,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:43:33,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:44:05,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:44:37,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:45:09,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:45:41,998 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:46:13,903 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:46:45,910 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:47:17,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:47:49,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:48:21,862 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:48:54,196 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:49:26,201 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:49:58,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:50:30,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:51:02,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:51:34,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:52:07,040 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:52:39,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:53:11,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:53:43,871 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:54:15,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:54:47,768 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:55:20,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:55:52,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:56:24,666 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:56:57,093 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:57:29,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:58:01,160 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:58:33,622 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:59:06,034 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 18:59:38,565 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:00:10,540 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:00:42,533 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:01:14,674 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:01:46,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:02:19,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:02:51,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:03:23,124 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:03:55,349 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:04:27,291 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:04:59,175 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:05:31,345 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:06:03,482 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:06:35,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:07:07,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:07:39,658 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:08:12,046 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:08:44,035 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:09:16,080 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:09:48,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:10:20,422 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:10:52,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:11:25,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:11:57,040 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:12:29,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:13:01,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:13:33,586 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:14:05,629 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:14:37,762 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:15:09,731 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:15:42,121 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:16:14,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:16:46,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:17:18,375 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:17:50,454 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:18:22,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:18:54,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:19:26,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:19:58,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:20:31,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:21:03,467 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:21:35,885 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:22:07,917 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:22:40,221 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:23:12,454 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:23:44,880 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:24:17,426 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:24:49,560 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:25:21,616 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:25:53,998 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:26:26,412 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:26:58,467 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:27:30,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:28:02,719 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:28:35,119 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:29:07,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:29:39,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:30:12,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:30:44,173 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:31:16,143 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:31:48,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:32:20,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:32:52,239 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:33:24,214 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:33:56,509 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:34:28,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:35:00,796 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:35:32,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:36:04,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:36:36,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:37:09,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:37:41,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:38:13,522 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:38:45,565 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:39:17,796 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:39:49,981 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:40:22,644 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:40:55,081 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:41:27,319 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:41:59,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:42:31,479 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:43:03,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:43:35,759 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:44:07,671 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:44:39,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:45:11,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:45:44,092 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:46:16,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:46:48,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:47:20,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:47:52,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:48:24,376 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:48:56,443 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:49:28,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:50:00,924 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:50:32,807 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:51:04,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:51:36,989 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:52:09,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:52:40,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:53:13,452 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:53:46,000 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:54:18,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:54:49,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:55:22,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:55:54,343 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:56:26,304 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:56:58,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:57:31,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:58:03,091 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:58:35,114 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:59:07,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 19:59:39,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:00:12,330 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:00:44,713 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:01:16,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:01:49,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:02:21,276 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:02:53,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:03:25,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:03:58,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:04:30,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:05:02,426 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:05:34,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:06:06,694 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:06:38,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:07:10,781 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:07:43,214 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:08:15,242 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:08:47,649 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:09:19,754 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:09:51,784 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:10:24,217 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:10:56,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:11:28,460 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:12:00,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:12:32,572 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:13:04,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:13:37,057 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:14:09,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:14:41,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:15:13,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:15:46,483 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:16:18,380 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:16:50,488 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:17:22,347 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:17:54,861 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:18:27,112 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:18:59,156 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:19:31,677 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:20:04,188 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:20:36,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:21:08,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:21:40,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:22:12,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:22:44,935 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:23:17,085 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:23:49,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:24:21,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:24:53,821 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:25:25,996 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:25:57,912 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:26:30,288 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:27:02,151 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:27:34,376 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:28:06,393 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:28:38,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:29:10,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:29:43,230 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:30:15,440 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:30:47,550 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:31:19,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:31:52,151 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:32:24,404 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:32:56,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:33:28,773 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:34:00,888 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:34:33,155 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:35:05,256 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:35:37,229 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:36:09,761 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:36:42,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:37:14,016 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:37:46,454 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:38:18,552 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:38:50,657 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:39:22,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:39:54,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:40:27,531 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:40:59,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:41:31,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:42:03,551 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:42:36,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:43:07,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:43:40,307 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:44:12,422 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:44:44,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:45:17,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:45:49,648 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:46:22,042 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:46:54,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:47:26,384 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:47:58,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:48:30,634 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:49:03,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:49:34,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:50:07,043 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:50:38,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:51:11,367 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:51:43,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:52:15,825 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:52:47,764 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:53:20,027 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:53:52,463 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:54:24,736 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:54:56,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:55:29,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:56:01,490 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:56:33,888 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:57:06,071 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:57:38,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:58:10,096 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:58:42,271 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:59:14,567 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 20:59:46,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:00:18,629 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:00:51,021 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:01:23,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:01:55,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:02:28,246 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:03:00,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:03:32,640 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:04:05,065 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:04:37,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:05:09,410 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:05:41,505 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:06:14,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:06:46,300 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:07:18,393 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:07:50,376 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:08:22,889 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:08:54,984 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:09:27,048 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:09:59,432 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:10:31,567 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:11:03,517 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:11:36,091 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:12:08,233 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:12:40,282 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:13:12,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:13:44,458 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:14:16,688 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:14:49,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:15:21,127 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:15:53,408 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:16:25,560 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:16:57,804 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:17:30,180 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:18:02,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:18:34,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:19:06,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:19:38,573 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:20:10,972 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:20:43,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:21:15,012 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:21:47,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:22:19,667 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:22:51,665 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:23:23,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:23:55,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:24:27,841 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:25:00,015 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:25:32,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:26:04,206 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:26:36,597 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:27:08,533 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:27:40,958 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:28:13,013 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:28:45,120 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:29:17,165 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:29:49,538 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:30:21,505 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:30:53,724 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:31:25,775 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:31:58,185 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:32:30,603 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:33:03,178 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:33:35,327 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:34:07,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:34:39,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:35:12,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:35:44,286 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:36:16,780 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:36:49,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:37:21,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:37:53,337 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:38:25,341 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:38:57,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:39:29,707 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:40:02,109 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:40:34,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:41:06,603 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:41:38,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:42:10,641 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:42:42,804 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:43:14,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:43:46,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:44:18,857 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:44:51,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:45:23,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:45:55,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:46:27,673 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:46:59,668 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:47:32,193 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:48:04,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:48:36,500 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:49:08,855 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:49:41,294 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:50:13,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:50:45,754 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:51:17,836 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:51:49,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:52:21,897 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:52:54,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:53:26,798 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:53:58,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:54:31,223 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:55:03,258 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:55:35,285 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:56:07,792 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:56:39,859 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:57:11,876 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:57:44,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:58:16,566 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:58:49,023 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:59:20,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 21:59:53,139 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:00:25,066 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:00:57,622 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:01:29,751 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:02:01,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:02:34,297 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:03:06,834 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:03:38,908 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:04:10,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:04:43,264 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:05:15,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:05:47,782 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:06:20,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:06:52,422 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:07:24,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:07:56,535 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:08:28,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:09:00,706 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:09:33,334 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:10:05,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:10:37,634 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:11:09,677 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:11:41,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:12:14,117 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:12:46,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:13:18,528 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:13:50,700 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:14:22,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:14:54,891 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:15:26,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:15:58,943 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:16:30,865 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:17:03,142 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:17:35,352 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:18:07,435 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:18:39,313 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:19:11,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:19:43,623 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:20:15,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:20:47,940 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:21:20,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:21:52,144 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:22:24,363 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:22:56,747 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:23:28,813 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:24:00,983 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:24:33,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:25:05,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:25:37,806 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:26:10,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:26:42,749 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:27:14,730 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:27:46,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:28:19,014 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:28:51,600 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:29:23,666 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:29:56,102 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:30:28,338 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:31:00,259 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:31:32,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:32:04,875 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:32:36,923 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:33:09,062 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:33:40,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:34:13,174 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:34:45,273 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:35:17,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:35:50,188 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:36:22,728 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:36:54,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:37:26,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:37:58,869 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:38:30,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:39:03,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:39:35,380 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:40:07,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:40:39,967 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:41:12,113 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:41:44,377 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:42:16,527 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:42:48,558 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:43:20,477 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:43:52,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:44:24,909 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:44:56,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:45:28,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:46:00,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:46:32,915 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:47:04,969 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:47:37,360 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:48:09,710 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:48:42,210 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:49:14,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:49:46,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:50:18,559 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:50:51,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:51:23,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:51:55,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:52:28,072 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:53:00,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:53:33,042 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:54:05,249 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:54:37,238 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:55:09,666 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:55:41,593 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:56:13,567 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:56:45,959 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:57:18,004 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:57:50,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:58:22,163 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:58:54,569 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:59:26,373 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 22:59:58,862 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:00:30,950 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:01:03,368 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:01:35,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:02:07,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:02:39,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:03:11,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:03:43,511 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:04:15,559 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:04:47,860 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:05:20,307 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:05:52,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:06:24,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:06:56,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:07:28,842 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:08:01,105 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:08:33,207 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:09:04,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:09:37,030 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:10:09,057 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:10:41,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:11:13,132 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:11:45,335 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:12:17,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:12:49,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:13:22,134 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:13:54,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:14:26,559 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:14:58,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:15:30,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:16:02,727 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:16:35,093 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:17:07,446 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:17:39,327 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:18:11,386 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:18:43,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:19:15,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:19:47,988 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:20:20,030 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:20:51,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:21:24,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:21:56,663 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:22:28,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:23:00,790 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:23:33,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:24:05,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:24:37,251 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:25:09,250 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:25:41,316 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:26:13,189 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:26:45,712 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:27:17,994 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:27:49,992 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:28:22,463 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:28:54,964 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:29:27,231 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:29:59,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:30:31,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:31:03,425 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:31:35,463 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:32:07,737 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:32:39,882 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:33:11,903 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:33:43,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:34:15,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:34:47,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:35:19,765 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:35:51,744 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:36:24,044 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:36:56,138 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:37:28,579 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:38:00,670 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:38:32,750 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:39:04,963 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:39:36,877 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:40:09,176 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:40:41,195 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:41:13,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:41:45,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:42:17,620 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:42:50,057 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:43:21,904 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:43:54,419 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:44:26,624 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:44:58,645 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:45:31,029 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:46:03,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:46:35,088 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:47:07,123 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:47:39,408 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:48:11,292 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:48:43,722 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:49:16,099 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:49:47,985 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:50:20,461 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:50:52,374 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:51:24,422 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:51:56,646 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:52:29,128 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:53:01,157 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:53:33,512 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:54:05,515 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:54:38,024 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:55:09,942 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:55:42,298 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:56:14,868 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:56:46,760 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:57:19,114 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:57:51,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:58:23,208 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:58:55,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:59:27,234 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-10 23:59:59,723 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:00:31,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:01:03,804 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:01:35,936 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:02:07,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:02:39,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:03:11,997 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:03:43,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:04:15,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:04:48,169 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:05:20,473 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:05:52,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:06:24,638 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:06:56,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:07:28,812 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:08:01,126 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:08:33,167 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:09:05,310 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:09:37,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:10:09,918 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:10:41,988 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:11:14,346 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:11:47,095 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:12:19,172 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:12:51,631 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:13:24,108 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:13:56,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:14:28,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:15:00,567 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:15:32,941 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:16:05,453 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:16:37,354 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:17:09,331 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:17:41,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:18:13,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:18:45,745 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:19:18,088 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:19:50,465 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:20:22,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:20:54,771 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:21:26,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:21:59,227 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:22:31,325 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:23:03,303 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:23:35,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:24:07,508 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:24:39,466 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:25:11,419 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:25:43,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:26:15,833 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:26:48,303 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:27:20,364 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:27:52,468 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:28:24,979 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:28:57,170 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:29:29,171 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:30:01,443 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:30:33,457 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:31:05,848 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:31:37,916 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:32:09,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:32:42,020 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:33:14,148 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:33:46,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:34:18,411 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:34:50,584 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:35:22,762 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:35:54,724 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:36:27,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:36:59,501 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:37:31,532 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:38:03,454 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:38:35,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:39:07,971 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:39:39,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:40:11,913 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:40:44,307 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:41:16,337 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:41:48,874 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:42:21,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:42:53,106 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:43:25,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:43:57,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:44:29,725 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:45:01,815 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:45:33,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:46:05,801 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:46:38,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:47:10,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:47:42,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:48:14,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:48:46,382 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:49:18,454 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:49:50,320 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:50:22,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:50:54,695 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:51:26,692 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:51:58,627 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:52:30,731 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:53:02,629 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:53:34,788 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:54:06,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:54:39,235 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:55:11,147 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:55:43,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:56:15,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:56:47,491 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:57:19,474 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:57:51,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:58:23,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:58:55,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:59:27,283 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 00:59:59,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:00:31,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:01:03,954 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:01:36,295 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:02:08,296 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:02:40,543 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:03:12,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:03:44,913 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:04:17,211 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:04:49,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:05:21,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:05:53,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:06:25,351 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:06:57,625 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:07:29,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:08:01,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:08:34,469 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:09:06,637 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:09:39,041 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:10:10,911 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:10:43,408 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:11:15,699 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:11:47,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:12:19,728 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:12:51,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:13:24,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:13:56,010 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:14:28,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:15:00,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:15:32,300 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:16:04,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:16:36,683 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:17:09,004 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:17:41,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:18:13,359 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:18:45,399 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:19:17,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:19:49,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:20:22,128 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:20:54,035 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:21:26,122 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:21:58,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:22:30,635 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:23:02,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:23:35,059 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:24:07,444 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:24:39,464 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:25:11,374 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:25:43,485 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:26:15,423 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:26:47,708 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:27:19,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:27:52,093 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:28:24,281 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:28:56,617 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:29:28,881 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:30:01,009 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:30:33,349 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:31:05,479 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:31:37,448 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:32:09,705 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:32:41,894 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:33:14,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:33:45,977 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:34:17,974 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:34:50,021 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:35:22,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:35:54,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:36:26,687 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:36:58,685 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:37:30,684 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:38:02,665 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:38:34,758 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:39:06,761 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:39:38,958 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:40:10,872 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:40:43,093 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:41:15,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:41:47,429 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:42:19,304 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:42:51,403 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:43:23,413 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:43:55,638 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:44:27,849 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:45:00,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:45:32,051 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:46:04,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:46:36,852 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:47:08,952 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:47:41,358 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:48:13,236 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:48:45,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:49:17,906 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:49:49,811 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:50:22,274 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:50:54,246 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:51:26,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:51:58,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:52:31,335 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:53:03,333 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:53:35,427 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:54:07,980 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:54:40,591 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:55:12,580 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:55:44,691 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:56:16,734 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:56:48,794 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:57:21,131 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:57:53,576 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:58:25,967 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:58:58,068 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 01:59:30,118 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:00:02,761 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:00:34,934 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:01:07,179 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:01:39,246 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:02:11,757 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:02:43,937 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:03:16,271 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:03:48,208 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:04:20,587 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:04:52,824 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:05:24,732 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:05:57,075 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:06:29,630 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:07:01,607 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:07:33,617 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:08:05,514 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:08:37,690 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:09:09,586 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:09:41,982 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:10:14,059 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:10:46,022 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:11:17,986 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:11:49,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:12:22,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:12:54,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:13:26,192 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:13:58,328 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:14:30,772 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:15:02,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:15:34,886 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:16:07,247 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:16:39,376 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:17:11,494 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:17:43,891 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:18:16,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:18:48,213 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:19:20,290 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:19:52,367 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:20:24,825 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:20:57,026 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:21:29,293 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:22:01,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:22:33,371 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:23:05,631 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:23:37,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:24:09,864 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:24:42,317 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:25:14,216 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:25:46,252 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:26:18,628 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:26:51,137 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:27:23,299 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:27:55,695 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:28:27,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:29:00,189 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:29:32,490 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:30:04,801 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:30:36,842 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:31:08,770 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:31:40,767 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:32:13,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:32:44,955 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:33:17,215 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:33:49,519 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:34:21,549 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:34:53,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:35:25,715 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:35:57,821 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:36:30,050 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:37:02,228 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:37:34,318 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:38:06,168 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:38:38,114 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:39:10,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:39:42,461 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:40:14,435 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:40:46,813 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:41:19,176 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:41:51,369 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:42:23,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:42:55,913 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:43:27,798 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:43:59,887 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:44:31,883 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:45:03,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:45:36,316 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:46:08,255 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:46:40,151 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:47:12,526 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:47:45,036 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:48:16,950 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:48:49,390 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:49:22,053 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:49:54,146 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:50:26,116 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:50:58,271 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:51:30,319 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:52:02,186 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:52:34,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:53:06,257 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:53:38,445 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:54:10,392 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:54:42,547 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:55:14,910 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:55:47,397 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:56:19,879 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:56:52,307 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:57:24,389 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:57:56,470 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:58:28,676 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:59:00,923 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 02:59:33,115 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:00:05,199 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:00:37,569 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:01:10,091 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:01:42,288 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:02:14,308 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:02:46,713 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:03:18,761 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:03:50,729 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:04:22,823 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:04:54,912 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:05:27,064 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:05:59,398 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:06:31,866 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:07:03,746 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:07:36,201 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:08:08,244 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:08:40,613 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:09:12,522 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:09:44,581 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:10:16,907 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:10:49,365 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:11:21,803 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:11:53,947 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:12:25,885 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:12:58,314 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:13:30,524 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:14:02,400 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:14:34,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:15:06,710 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:15:38,542 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:16:10,826 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:16:42,838 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:17:15,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:17:47,280 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:18:19,847 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:18:52,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:19:24,740 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:19:56,720 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:20:29,055 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:21:01,212 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:21:33,183 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:22:05,222 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:22:37,270 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:23:09,417 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:23:41,441 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:24:13,843 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:24:45,920 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:25:17,793 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:25:49,993 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:26:21,917 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:26:54,021 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:27:25,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:27:58,056 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:28:30,484 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:29:02,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:29:34,946 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:30:06,893 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:30:39,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:31:11,200 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:31:43,190 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:32:15,582 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:32:47,439 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:33:19,568 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:33:51,896 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:34:24,194 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:34:56,243 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:35:28,714 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:36:00,978 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:36:33,344 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:37:05,759 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:37:37,890 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:38:10,248 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:38:42,567 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:39:14,557 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:39:46,438 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:40:18,636 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:40:50,664 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:41:22,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:41:54,742 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:42:26,652 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:42:59,300 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:43:31,383 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:44:03,408 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:44:35,342 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:45:07,459 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:45:39,655 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:46:11,733 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:46:43,693 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:47:15,691 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:47:47,899 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:48:19,775 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:48:52,155 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:49:24,463 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:49:56,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:50:28,669 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:51:01,067 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:51:33,306 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:52:05,458 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:52:37,420 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:53:09,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:53:42,133 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:54:14,150 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:54:46,379 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:55:18,396 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:55:50,844 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:56:23,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:56:55,416 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:57:27,555 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:57:59,949 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:58:32,225 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:59:04,434 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 03:59:36,303 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:00:08,325 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:00:40,496 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:01:12,588 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:01:45,002 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:02:17,148 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:02:49,546 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:03:21,927 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:03:53,808 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:04:26,007 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:04:58,206 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:05:30,064 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:06:02,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:06:34,088 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:07:06,030 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:07:38,291 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:08:10,531 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:08:42,794 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:09:14,929 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:09:47,433 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:10:19,430 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:10:51,435 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:11:23,709 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:11:55,752 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:12:28,029 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:13:00,072 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:13:32,602 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:14:04,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:14:36,862 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:15:08,976 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:15:41,125 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:16:13,643 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:16:45,615 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:17:17,645 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:17:49,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:18:21,757 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:18:53,809 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:19:26,037 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:19:58,495 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:20:30,554 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:21:02,645 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:21:34,780 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:22:06,987 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:22:39,370 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:23:11,659 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:23:43,753 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:24:15,937 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:24:48,497 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:25:20,662 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:25:53,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:26:25,204 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:26:57,268 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:27:29,605 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:28:01,601 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:28:33,894 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:29:05,960 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:29:37,834 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:30:09,833 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:30:42,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:31:14,269 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:31:46,503 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:32:18,785 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:32:50,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:33:22,779 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:33:54,724 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:34:26,771 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:34:58,919 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:35:31,245 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:36:03,480 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:36:35,755 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:37:07,736 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:37:40,058 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:38:12,073 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:38:44,141 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:39:16,524 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:39:48,577 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:40:20,575 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:40:53,111 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:41:25,085 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:41:57,100 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:42:29,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:43:01,739 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:43:34,080 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:44:52,467 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-11 04:45:01,998 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.001.log +2023-06-11 04:46:54,292 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_0.001.log +2023-06-11 04:48:48,036 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.001.log +2023-06-11 04:50:40,358 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_0.001.log +2023-06-11 04:52:32,863 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_0.001.log +2023-06-11 04:54:26,683 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_0.001.log +2023-06-11 04:56:18,300 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_0.001.log +2023-06-11 04:56:18,301 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 04:56:48,402 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 04:56:51,622 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69775, Val MRR:0.0, yago11k_0.001.log +2023-06-11 04:58:44,232 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36789, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:00:38,142 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24082, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:02:30,941 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17879, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:04:24,643 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14232, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:06:17,659 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11834, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:08:09,655 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10136, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:08:09,656 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 05:08:39,754 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 05:08:43,147 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69776, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:10:35,667 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36777, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:12:29,583 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24072, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:14:22,521 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17872, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:16:16,709 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14226, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:18:09,799 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11829, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:20:02,330 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10132, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:20:02,330 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 05:20:32,442 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 05:20:35,743 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.699, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:22:29,883 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36868, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:24:22,463 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24132, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:26:15,310 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17915, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:28:09,333 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14261, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:30:01,253 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11857, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:31:54,244 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10156, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:31:54,245 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1016 + +2023-06-11 05:32:24,339 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 05:32:27,743 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69752, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:34:21,381 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.3677, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:36:14,687 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24071, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:38:07,802 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.1787, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:40:01,562 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14226, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:41:54,291 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11829, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:43:47,235 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10132, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:43:47,235 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 05:44:17,336 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 05:44:20,517 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69666, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:46:14,318 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36708, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:48:06,608 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24027, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:50:00,137 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17838, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:51:53,969 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.142, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:53:47,231 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11808, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:55:40,849 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10114, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:55:40,849 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1011 + +2023-06-11 05:56:10,953 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 05:56:14,047 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69811, Val MRR:0.0, yago11k_0.001.log +2023-06-11 05:58:08,527 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36803, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:00:01,665 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24088, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:01:55,363 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17882, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:03:48,982 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14234, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:05:41,224 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11835, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:07:34,630 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10138, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:07:34,630 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 06:08:04,737 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 06:08:07,945 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69758, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:10:02,385 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36781, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:11:55,625 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24077, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:13:49,844 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17875, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:15:43,233 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14229, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:17:36,513 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11832, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:19:30,103 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10135, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:19:30,104 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 06:20:00,213 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 06:20:03,520 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69811, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:21:43,236 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36793, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:22:47,355 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24079, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:23:51,449 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17875, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:24:55,668 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14229, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:25:59,885 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.1183, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:27:03,705 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10133, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:27:03,706 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 06:27:33,818 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 06:27:36,455 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69722, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:28:40,521 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36763, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:29:44,604 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24066, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:30:48,710 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17867, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:31:52,851 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14223, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:32:56,947 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11827, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:34:00,753 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.1013, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:34:00,753 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 06:34:30,856 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 06:34:33,391 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69852, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:35:37,435 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36835, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:36:41,581 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24107, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:37:45,733 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17896, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:38:49,865 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14245, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:39:54,090 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11844, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:40:57,800 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10145, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:40:57,800 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1015 + +2023-06-11 06:41:27,900 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 06:41:30,414 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.6976, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:42:34,552 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36786, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:43:38,698 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.2408, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:44:42,920 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17877, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:45:47,255 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14231, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:46:51,511 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11833, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:47:55,366 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10136, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:47:55,366 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 06:48:25,472 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 06:48:27,911 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.6977, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:49:32,047 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36799, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:50:36,252 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24091, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:51:40,504 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17886, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:52:44,677 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14239, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:53:48,836 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11839, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:54:52,708 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10141, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:54:52,708 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 06:55:22,816 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 06:55:25,365 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69701, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:56:29,514 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36739, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:57:33,677 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24048, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:58:37,804 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17854, Val MRR:0.0, yago11k_0.001.log +2023-06-11 06:59:41,955 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14213, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:00:46,170 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11818, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:01:49,919 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10122, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:01:49,920 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1012 + +2023-06-11 07:02:20,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 07:02:22,488 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69756, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:03:26,707 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36778, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:04:30,905 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24072, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:05:35,063 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17871, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:06:39,334 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14226, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:07:43,643 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11829, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:08:47,465 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10132, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:08:47,465 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 07:09:17,569 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 07:09:20,107 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69695, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:10:24,220 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36752, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:11:28,329 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.2406, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:12:32,548 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17863, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:13:36,834 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.1422, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:14:40,991 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11824, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:15:44,809 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10128, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:15:44,810 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 07:16:14,914 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 07:16:17,405 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69785, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:17:21,599 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.368, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:18:25,784 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24087, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:19:29,911 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17883, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:20:34,084 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14235, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:21:38,309 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11836, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:22:42,114 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10139, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:22:42,115 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 07:23:12,226 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 07:23:14,776 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69817, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:24:18,982 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36814, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:25:23,172 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24098, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:26:27,381 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.1789, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:27:31,613 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14241, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:28:35,871 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11841, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:29:39,832 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10143, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:29:39,832 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 07:30:09,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 07:30:12,584 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69871, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:31:16,654 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.3686, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:32:20,791 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24129, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:33:25,146 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17914, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:34:29,352 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.1426, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:35:33,566 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11857, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:36:37,307 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10156, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:36:37,307 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1016 + +2023-06-11 07:37:07,406 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 07:37:09,761 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69742, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:38:13,819 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36767, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:39:18,033 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24066, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:40:22,327 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17867, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:41:26,660 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14223, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:42:30,947 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11826, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:43:34,838 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.1013, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:43:34,839 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 07:44:04,945 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 07:44:07,346 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69709, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:45:11,605 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36748, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:46:15,888 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24057, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:47:20,106 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17861, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:48:24,289 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14218, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:49:28,485 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11822, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:50:32,344 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10127, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:50:32,344 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 07:51:02,437 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 07:51:04,905 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.6978, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:52:09,009 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.3679, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:53:13,246 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.2408, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:54:17,475 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17877, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:55:21,735 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14231, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:56:26,082 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11833, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:57:29,913 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10135, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:57:29,913 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 07:58:00,017 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 07:58:02,614 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69653, Val MRR:0.0, yago11k_0.001.log +2023-06-11 07:59:06,799 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36711, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:00:10,927 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24027, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:01:15,077 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17837, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:02:19,282 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14199, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:03:23,561 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11807, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:04:27,414 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10113, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:04:27,414 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1011 + +2023-06-11 08:04:57,513 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 08:05:00,046 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69703, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:06:04,288 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36739, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:07:08,559 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24049, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:08:12,812 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17854, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:09:17,041 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14213, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:10:21,334 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11818, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:11:25,135 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10123, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:11:25,136 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1012 + +2023-06-11 08:11:55,246 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 08:11:57,654 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69816, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:13:01,852 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36808, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:14:06,107 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24091, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:15:10,370 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17884, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:16:14,629 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14236, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:17:18,882 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11837, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:18:22,637 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10139, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:18:22,637 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 08:18:52,748 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 08:18:55,270 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69781, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:19:59,425 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36803, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:21:03,648 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24092, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:22:07,848 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17886, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:23:12,126 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14239, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:24:16,329 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11839, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:25:20,164 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10141, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:25:20,165 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 08:25:50,284 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 08:25:52,814 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69792, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:26:56,967 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36784, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:28:01,181 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24072, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:29:05,424 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17869, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:30:09,634 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14224, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:31:13,833 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11827, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:32:17,667 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.1013, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:32:17,668 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 08:32:47,778 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 08:32:50,226 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69819, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:33:54,327 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36809, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:34:58,508 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24095, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:36:02,794 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17888, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:37:07,105 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.1424, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:38:11,432 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11841, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:39:15,257 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10142, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:39:15,257 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 08:39:45,361 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 08:39:47,868 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69906, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:40:52,060 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36862, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:41:56,220 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.2413, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:43:00,382 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17913, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:44:04,652 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.1426, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:45:08,909 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11857, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:46:12,783 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10156, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:46:12,783 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1016 + +2023-06-11 08:46:42,884 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 08:46:45,491 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.6978, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:47:49,576 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36793, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:48:53,728 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24083, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:49:58,036 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17879, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:51:02,306 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14233, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:52:06,531 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11835, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:53:10,301 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10137, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:53:10,302 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 08:53:40,415 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 08:53:42,890 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69742, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:54:46,975 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36768, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:55:51,219 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.2407, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:56:55,429 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.1787, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:57:59,631 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14226, Val MRR:0.0, yago11k_0.001.log +2023-06-11 08:59:03,946 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11829, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:00:07,863 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10132, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:00:07,863 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 09:00:37,973 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 09:00:40,428 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69674, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:01:44,530 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36716, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:02:48,653 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24033, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:03:52,830 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17842, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:04:56,961 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14203, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:06:01,151 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.1181, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:07:04,924 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10116, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:07:04,925 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1012 + +2023-06-11 09:07:35,031 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 09:07:37,596 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69726, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:08:41,760 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36765, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:09:45,981 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24066, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:10:50,135 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17867, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:11:54,325 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14223, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:12:58,645 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11827, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:14:02,487 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.1013, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:14:02,488 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 09:14:32,590 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 09:14:35,119 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69827, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:15:39,256 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36825, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:16:43,384 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:17:47,587 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17895, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:18:51,843 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14245, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:19:56,121 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11845, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:20:59,956 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10145, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:20:59,956 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1015 + +2023-06-11 09:21:30,061 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 09:21:32,783 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69874, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:22:36,855 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36833, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:23:41,002 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:24:45,241 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17893, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:25:49,413 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14243, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:26:53,619 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11842, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:27:57,432 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10143, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:27:57,432 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 09:28:27,540 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 09:28:29,979 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69675, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:29:34,107 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36713, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:30:38,323 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24028, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:31:42,602 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17839, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:32:46,862 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.142, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:33:51,058 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11807, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:34:54,807 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10114, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:34:54,807 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1011 + +2023-06-11 09:35:24,917 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 09:35:27,430 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69688, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:36:31,591 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36729, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:37:35,715 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24045, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:38:39,898 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17852, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:39:44,073 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14212, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:40:48,348 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11817, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:41:52,151 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10122, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:41:52,151 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1012 + +2023-06-11 09:42:22,267 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 09:42:24,830 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69792, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:43:28,954 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36802, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:44:33,152 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24088, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:45:37,425 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17883, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:46:41,653 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14235, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:47:45,792 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11836, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:48:49,574 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10138, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:48:49,574 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 09:49:19,679 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 09:49:22,213 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69669, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:50:26,346 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36738, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:51:30,621 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24051, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:52:34,776 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17857, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:53:38,922 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14216, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:54:43,148 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11821, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:55:46,916 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10125, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:55:46,917 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 09:56:16,999 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 09:56:19,427 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69763, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:57:23,531 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36775, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:58:27,644 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24072, Val MRR:0.0, yago11k_0.001.log +2023-06-11 09:59:31,807 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17872, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:00:36,077 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14227, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:01:40,206 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.1183, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:02:43,995 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10133, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:02:43,996 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 10:03:14,098 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 10:03:16,599 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69751, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:04:20,716 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36779, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:05:24,870 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24075, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:06:29,075 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17874, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:07:33,214 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14229, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:08:37,518 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11831, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:09:41,424 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10134, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:09:41,424 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1013 + +2023-06-11 10:10:11,536 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 10:10:13,956 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69811, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:11:18,115 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36807, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:12:22,314 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24091, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:13:26,477 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17884, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:14:30,634 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14236, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:15:34,992 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11837, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:16:38,826 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10139, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:16:38,827 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 10:17:08,922 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 10:17:11,341 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69816, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:18:15,481 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36834, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:19:16,711 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-11 10:19:22,827 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:20:26,985 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:21:31,120 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:22:35,316 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:23:39,538 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:24:43,696 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:25:47,486 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:25:47,487 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 10:26:17,589 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 10526, 'num_rel': 177} +2023-06-11 10:26:20,167 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69775, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:27:24,225 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36789, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:28:28,342 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24082, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:28:53,089 - yago11k_0.001.log - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001.log', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-11 10:28:59,052 - yago11k_0.001.log - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:30:03,200 - yago11k_0.001.log - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:31:07,348 - yago11k_0.001.log - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:32:11,665 - yago11k_0.001.log - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:33:15,881 - yago11k_0.001.log - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:34:20,122 - yago11k_0.001.log - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:35:24,042 - yago11k_0.001.log - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_0.001.log +2023-06-11 10:35:24,042 - yago11k_0.001.log - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-11 10:35:24,262 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 10:35:36,583 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 10:35:48,712 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857 + +2023-06-11 10:35:49,804 - yago11k_0.001.log - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857, + + + +2023-06-11 10:35:50,454 - yago11k_0.001.log - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k_0.001.log +2023-06-11 10:36:54,733 - yago11k_0.001.log - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k_0.001.log +2023-06-11 10:37:59,033 - yago11k_0.001.log - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k_0.001.log +2023-06-11 10:39:03,361 - yago11k_0.001.log - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k_0.001.log +2023-06-11 10:40:07,693 - yago11k_0.001.log - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k_0.001.log +2023-06-11 10:41:12,202 - yago11k_0.001.log - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k_0.001.log +2023-06-11 10:42:16,126 - yago11k_0.001.log - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k_0.001.log +2023-06-11 10:42:16,127 - yago11k_0.001.log - [INFO] - [Epoch:1]: Training Loss:0.008455 + +2023-06-11 10:42:16,346 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 10:42:28,650 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 10:42:40,784 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637 + +2023-06-11 10:42:41,815 - yago11k_0.001.log - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637, + + + +2023-06-11 10:42:42,465 - yago11k_0.001.log - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k_0.001.log +2023-06-11 10:43:46,813 - yago11k_0.001.log - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k_0.001.log +2023-06-11 10:44:51,183 - yago11k_0.001.log - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k_0.001.log +2023-06-11 10:45:55,469 - yago11k_0.001.log - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k_0.001.log +2023-06-11 10:46:59,815 - yago11k_0.001.log - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k_0.001.log +2023-06-11 10:48:04,086 - yago11k_0.001.log - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k_0.001.log +2023-06-11 10:49:07,937 - yago11k_0.001.log - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k_0.001.log +2023-06-11 10:49:07,938 - yago11k_0.001.log - [INFO] - [Epoch:2]: Training Loss:0.00419 + +2023-06-11 10:49:08,157 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 10:49:20,449 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 10:49:32,566 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714 + +2023-06-11 10:49:33,511 - yago11k_0.001.log - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714, + + + +2023-06-11 10:49:34,158 - yago11k_0.001.log - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:50:38,443 - yago11k_0.001.log - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:51:42,663 - yago11k_0.001.log - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:52:46,957 - yago11k_0.001.log - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:53:51,261 - yago11k_0.001.log - [INFO] - [E:3| 400]: Train Loss:0.0031191, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:54:55,510 - yago11k_0.001.log - [INFO] - [E:3| 500]: Train Loss:0.00306, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:55:59,461 - yago11k_0.001.log - [INFO] - [E:3| 600]: Train Loss:0.0030103, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:55:59,461 - yago11k_0.001.log - [INFO] - [Epoch:3]: Training Loss:0.00301 + +2023-06-11 10:55:59,680 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 10:56:11,973 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 10:56:24,093 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.06552, Head : 0.00061, Avg : 0.03306 + +2023-06-11 10:56:24,093 - yago11k_0.001.log - [INFO] - [Epoch 3]: Training Loss: 0.0030103, Valid MRR: 0.03714, + + + +2023-06-11 10:56:24,744 - yago11k_0.001.log - [INFO] - [E:4| 0]: Train Loss:0.0026698, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:57:29,064 - yago11k_0.001.log - [INFO] - [E:4| 100]: Train Loss:0.0026825, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:58:33,404 - yago11k_0.001.log - [INFO] - [E:4| 200]: Train Loss:0.0026365, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 10:59:37,827 - yago11k_0.001.log - [INFO] - [E:4| 300]: Train Loss:0.0026079, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 11:00:42,134 - yago11k_0.001.log - [INFO] - [E:4| 400]: Train Loss:0.002583, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 11:01:46,621 - yago11k_0.001.log - [INFO] - [E:4| 500]: Train Loss:0.0025611, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 11:02:50,544 - yago11k_0.001.log - [INFO] - [E:4| 600]: Train Loss:0.0025447, Val MRR:0.03714, yago11k_0.001.log +2023-06-11 11:02:50,545 - yago11k_0.001.log - [INFO] - [Epoch:4]: Training Loss:0.002545 + +2023-06-11 11:02:50,765 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 11:03:03,067 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 11:03:15,200 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.07528, Head : 0.00075, Avg : 0.03802 + +2023-06-11 11:03:16,165 - yago11k_0.001.log - [INFO] - [Epoch 4]: Training Loss: 0.0025447, Valid MRR: 0.03802, + + + +2023-06-11 11:03:16,814 - yago11k_0.001.log - [INFO] - [E:5| 0]: Train Loss:0.0023094, Val MRR:0.03802, yago11k_0.001.log +2023-06-11 11:04:21,172 - yago11k_0.001.log - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.03802, yago11k_0.001.log +2023-06-11 11:05:25,566 - yago11k_0.001.log - [INFO] - [E:5| 200]: Train Loss:0.0023851, Val MRR:0.03802, yago11k_0.001.log +2023-06-11 11:06:29,939 - yago11k_0.001.log - [INFO] - [E:5| 300]: Train Loss:0.0023725, Val MRR:0.03802, yago11k_0.001.log +2023-06-11 11:07:34,417 - yago11k_0.001.log - [INFO] - [E:5| 400]: Train Loss:0.0023596, Val MRR:0.03802, yago11k_0.001.log +2023-06-11 11:08:38,776 - yago11k_0.001.log - [INFO] - [E:5| 500]: Train Loss:0.0023456, Val MRR:0.03802, yago11k_0.001.log +2023-06-11 11:09:42,708 - yago11k_0.001.log - [INFO] - [E:5| 600]: Train Loss:0.0023323, Val MRR:0.03802, yago11k_0.001.log +2023-06-11 11:09:42,709 - yago11k_0.001.log - [INFO] - [Epoch:5]: Training Loss:0.002332 + +2023-06-11 11:09:42,929 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 11:09:55,230 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 11:10:07,360 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.07903, Head : 0.00081, Avg : 0.03992 + +2023-06-11 11:10:08,316 - yago11k_0.001.log - [INFO] - [Epoch 5]: Training Loss: 0.0023323, Valid MRR: 0.03992, + + + +2023-06-11 11:10:08,966 - yago11k_0.001.log - [INFO] - [E:6| 0]: Train Loss:0.0025447, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:11:13,236 - yago11k_0.001.log - [INFO] - [E:6| 100]: Train Loss:0.0022506, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:12:17,477 - yago11k_0.001.log - [INFO] - [E:6| 200]: Train Loss:0.0022383, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:13:21,796 - yago11k_0.001.log - [INFO] - [E:6| 300]: Train Loss:0.0022347, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:14:26,113 - yago11k_0.001.log - [INFO] - [E:6| 400]: Train Loss:0.0022311, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:15:30,370 - yago11k_0.001.log - [INFO] - [E:6| 500]: Train Loss:0.0022302, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:16:34,294 - yago11k_0.001.log - [INFO] - [E:6| 600]: Train Loss:0.0022295, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:16:34,294 - yago11k_0.001.log - [INFO] - [Epoch:6]: Training Loss:0.00223 + +2023-06-11 11:16:34,514 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 11:16:46,811 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 11:16:58,940 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.07508, Head : 0.00092, Avg : 0.038 + +2023-06-11 11:16:58,941 - yago11k_0.001.log - [INFO] - [Epoch 6]: Training Loss: 0.0022295, Valid MRR: 0.03992, + + + +2023-06-11 11:16:59,588 - yago11k_0.001.log - [INFO] - [E:7| 0]: Train Loss:0.0021228, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:18:03,848 - yago11k_0.001.log - [INFO] - [E:7| 100]: Train Loss:0.0021803, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:19:08,111 - yago11k_0.001.log - [INFO] - [E:7| 200]: Train Loss:0.0021782, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:20:12,489 - yago11k_0.001.log - [INFO] - [E:7| 300]: Train Loss:0.0021829, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:21:16,723 - yago11k_0.001.log - [INFO] - [E:7| 400]: Train Loss:0.0021847, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:22:20,977 - yago11k_0.001.log - [INFO] - [E:7| 500]: Train Loss:0.0021826, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:23:24,912 - yago11k_0.001.log - [INFO] - [E:7| 600]: Train Loss:0.0021781, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:23:24,912 - yago11k_0.001.log - [INFO] - [Epoch:7]: Training Loss:0.002178 + +2023-06-11 11:23:25,133 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 11:23:37,446 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 11:23:49,566 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.07258, Head : 0.00096, Avg : 0.03677 + +2023-06-11 11:23:49,566 - yago11k_0.001.log - [INFO] - [Epoch 7]: Training Loss: 0.0021781, Valid MRR: 0.03992, + + + +2023-06-11 11:23:50,215 - yago11k_0.001.log - [INFO] - [E:8| 0]: Train Loss:0.0022541, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:24:54,554 - yago11k_0.001.log - [INFO] - [E:8| 100]: Train Loss:0.0021498, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:25:58,898 - yago11k_0.001.log - [INFO] - [E:8| 200]: Train Loss:0.0021634, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:27:03,226 - yago11k_0.001.log - [INFO] - [E:8| 300]: Train Loss:0.002157, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:28:07,593 - yago11k_0.001.log - [INFO] - [E:8| 400]: Train Loss:0.0021542, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:29:11,826 - yago11k_0.001.log - [INFO] - [E:8| 500]: Train Loss:0.0021538, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:30:15,583 - yago11k_0.001.log - [INFO] - [E:8| 600]: Train Loss:0.0021537, Val MRR:0.03992, yago11k_0.001.log +2023-06-11 11:30:15,584 - yago11k_0.001.log - [INFO] - [Epoch:8]: Training Loss:0.002154 + +2023-06-11 11:30:15,804 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 11:30:28,106 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 11:30:40,219 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.08409, Head : 0.00115, Avg : 0.04262 + +2023-06-11 11:30:41,170 - yago11k_0.001.log - [INFO] - [Epoch 8]: Training Loss: 0.0021537, Valid MRR: 0.04262, + + + +2023-06-11 11:30:41,818 - yago11k_0.001.log - [INFO] - [E:9| 0]: Train Loss:0.0021061, Val MRR:0.04262, yago11k_0.001.log +2023-06-11 11:31:46,112 - yago11k_0.001.log - [INFO] - [E:9| 100]: Train Loss:0.0021548, Val MRR:0.04262, yago11k_0.001.log +2023-06-11 11:32:50,420 - yago11k_0.001.log - [INFO] - [E:9| 200]: Train Loss:0.0021475, Val MRR:0.04262, yago11k_0.001.log +2023-06-11 11:33:54,750 - yago11k_0.001.log - [INFO] - [E:9| 300]: Train Loss:0.0021463, Val MRR:0.04262, yago11k_0.001.log +2023-06-11 11:34:59,008 - yago11k_0.001.log - [INFO] - [E:9| 400]: Train Loss:0.0021434, Val MRR:0.04262, yago11k_0.001.log +2023-06-11 11:36:03,254 - yago11k_0.001.log - [INFO] - [E:9| 500]: Train Loss:0.0021417, Val MRR:0.04262, yago11k_0.001.log +2023-06-11 11:37:07,165 - yago11k_0.001.log - [INFO] - [E:9| 600]: Train Loss:0.0021408, Val MRR:0.04262, yago11k_0.001.log +2023-06-11 11:37:07,166 - yago11k_0.001.log - [INFO] - [Epoch:9]: Training Loss:0.002141 + +2023-06-11 11:37:07,385 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 11:37:19,666 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 11:37:31,779 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.09668, Head : 0.00141, Avg : 0.04905 + MR: Tail : 2236.6, Head : 3426.5, Avg : 2831.5 + Hit-1: Tail : 0.05765, Head : 0.0, Avg : 0.02883 + Hit-3: Tail : 0.09489, Head : 0.0, Avg : 0.04744 + Hit-10: Tail : 0.17644, Head : 0.0, Avg : 0.08822 +2023-06-11 11:37:32,723 - yago11k_0.001.log - [INFO] - [Epoch 9]: Training Loss: 0.0021408, Valid MRR: 0.04905, + + + +2023-06-11 11:37:33,370 - yago11k_0.001.log - [INFO] - [E:10| 0]: Train Loss:0.0020497, Val MRR:0.04905, yago11k_0.001.log +2023-06-11 11:38:37,592 - yago11k_0.001.log - [INFO] - [E:10| 100]: Train Loss:0.0021407, Val MRR:0.04905, yago11k_0.001.log +2023-06-11 11:39:41,826 - yago11k_0.001.log - [INFO] - [E:10| 200]: Train Loss:0.0021328, Val MRR:0.04905, yago11k_0.001.log +2023-06-11 11:40:46,152 - yago11k_0.001.log - [INFO] - [E:10| 300]: Train Loss:0.0021293, Val MRR:0.04905, yago11k_0.001.log +2023-06-11 11:41:50,436 - yago11k_0.001.log - [INFO] - [E:10| 400]: Train Loss:0.0021279, Val MRR:0.04905, yago11k_0.001.log +2023-06-11 11:42:54,750 - yago11k_0.001.log - [INFO] - [E:10| 500]: Train Loss:0.0021285, Val MRR:0.04905, yago11k_0.001.log +2023-06-11 11:43:58,626 - yago11k_0.001.log - [INFO] - [E:10| 600]: Train Loss:0.0021274, Val MRR:0.04905, yago11k_0.001.log +2023-06-11 11:43:58,626 - yago11k_0.001.log - [INFO] - [Epoch:10]: Training Loss:0.002127 + +2023-06-11 11:43:58,845 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 11:44:11,146 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 11:44:23,272 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.11586, Head : 0.00281, Avg : 0.05934 + +2023-06-11 11:44:24,240 - yago11k_0.001.log - [INFO] - [Epoch 10]: Training Loss: 0.0021274, Valid MRR: 0.05934, + + + +2023-06-11 11:44:24,889 - yago11k_0.001.log - [INFO] - [E:11| 0]: Train Loss:0.0021802, Val MRR:0.05934, yago11k_0.001.log +2023-06-11 11:45:29,248 - yago11k_0.001.log - [INFO] - [E:11| 100]: Train Loss:0.0021032, Val MRR:0.05934, yago11k_0.001.log +2023-06-11 11:46:33,555 - yago11k_0.001.log - [INFO] - [E:11| 200]: Train Loss:0.0021092, Val MRR:0.05934, yago11k_0.001.log +2023-06-11 11:47:37,752 - yago11k_0.001.log - [INFO] - [E:11| 300]: Train Loss:0.0021084, Val MRR:0.05934, yago11k_0.001.log +2023-06-11 11:48:42,074 - yago11k_0.001.log - [INFO] - [E:11| 400]: Train Loss:0.0021039, Val MRR:0.05934, yago11k_0.001.log +2023-06-11 11:49:46,323 - yago11k_0.001.log - [INFO] - [E:11| 500]: Train Loss:0.0020986, Val MRR:0.05934, yago11k_0.001.log +2023-06-11 11:50:50,186 - yago11k_0.001.log - [INFO] - [E:11| 600]: Train Loss:0.0020981, Val MRR:0.05934, yago11k_0.001.log +2023-06-11 11:50:50,186 - yago11k_0.001.log - [INFO] - [Epoch:11]: Training Loss:0.002098 + +2023-06-11 11:50:50,407 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 11:51:02,706 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 11:51:14,813 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.12964, Head : 0.00329, Avg : 0.06647 + +2023-06-11 11:51:15,760 - yago11k_0.001.log - [INFO] - [Epoch 11]: Training Loss: 0.0020981, Valid MRR: 0.06647, + + + +2023-06-11 11:51:16,410 - yago11k_0.001.log - [INFO] - [E:12| 0]: Train Loss:0.0019769, Val MRR:0.06647, yago11k_0.001.log +2023-06-11 11:52:20,765 - yago11k_0.001.log - [INFO] - [E:12| 100]: Train Loss:0.0020848, Val MRR:0.06647, yago11k_0.001.log +2023-06-11 11:53:25,127 - yago11k_0.001.log - [INFO] - [E:12| 200]: Train Loss:0.0020907, Val MRR:0.06647, yago11k_0.001.log +2023-06-11 11:54:29,498 - yago11k_0.001.log - [INFO] - [E:12| 300]: Train Loss:0.0020877, Val MRR:0.06647, yago11k_0.001.log +2023-06-11 11:55:33,933 - yago11k_0.001.log - [INFO] - [E:12| 400]: Train Loss:0.0020815, Val MRR:0.06647, yago11k_0.001.log +2023-06-11 11:56:38,275 - yago11k_0.001.log - [INFO] - [E:12| 500]: Train Loss:0.0020756, Val MRR:0.06647, yago11k_0.001.log +2023-06-11 11:57:42,232 - yago11k_0.001.log - [INFO] - [E:12| 600]: Train Loss:0.0020709, Val MRR:0.06647, yago11k_0.001.log +2023-06-11 11:57:42,232 - yago11k_0.001.log - [INFO] - [Epoch:12]: Training Loss:0.002071 + +2023-06-11 11:57:42,451 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 11:57:54,733 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 11:58:06,839 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.13661, Head : 0.00381, Avg : 0.07021 + +2023-06-11 11:58:07,786 - yago11k_0.001.log - [INFO] - [Epoch 12]: Training Loss: 0.0020709, Valid MRR: 0.07021, + + + +2023-06-11 11:58:08,432 - yago11k_0.001.log - [INFO] - [E:13| 0]: Train Loss:0.0019609, Val MRR:0.07021, yago11k_0.001.log +2023-06-11 11:59:12,658 - yago11k_0.001.log - [INFO] - [E:13| 100]: Train Loss:0.0020649, Val MRR:0.07021, yago11k_0.001.log +2023-06-11 12:00:16,894 - yago11k_0.001.log - [INFO] - [E:13| 200]: Train Loss:0.0020542, Val MRR:0.07021, yago11k_0.001.log +2023-06-11 12:01:21,199 - yago11k_0.001.log - [INFO] - [E:13| 300]: Train Loss:0.0020535, Val MRR:0.07021, yago11k_0.001.log +2023-06-11 12:02:25,436 - yago11k_0.001.log - [INFO] - [E:13| 400]: Train Loss:0.0020522, Val MRR:0.07021, yago11k_0.001.log +2023-06-11 12:03:29,817 - yago11k_0.001.log - [INFO] - [E:13| 500]: Train Loss:0.0020507, Val MRR:0.07021, yago11k_0.001.log +2023-06-11 12:04:33,625 - yago11k_0.001.log - [INFO] - [E:13| 600]: Train Loss:0.0020487, Val MRR:0.07021, yago11k_0.001.log +2023-06-11 12:04:33,625 - yago11k_0.001.log - [INFO] - [Epoch:13]: Training Loss:0.002049 + +2023-06-11 12:04:33,845 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 12:04:46,135 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 12:04:58,262 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.15179, Head : 0.00401, Avg : 0.0779 + +2023-06-11 12:04:59,360 - yago11k_0.001.log - [INFO] - [Epoch 13]: Training Loss: 0.0020487, Valid MRR: 0.0779, + + + +2023-06-11 12:05:00,011 - yago11k_0.001.log - [INFO] - [E:14| 0]: Train Loss:0.0021393, Val MRR:0.0779, yago11k_0.001.log +2023-06-11 12:06:04,372 - yago11k_0.001.log - [INFO] - [E:14| 100]: Train Loss:0.0020289, Val MRR:0.0779, yago11k_0.001.log +2023-06-11 12:07:08,737 - yago11k_0.001.log - [INFO] - [E:14| 200]: Train Loss:0.0020338, Val MRR:0.0779, yago11k_0.001.log +2023-06-11 12:08:13,096 - yago11k_0.001.log - [INFO] - [E:14| 300]: Train Loss:0.0020335, Val MRR:0.0779, yago11k_0.001.log +2023-06-11 12:09:17,385 - yago11k_0.001.log - [INFO] - [E:14| 400]: Train Loss:0.002032, Val MRR:0.0779, yago11k_0.001.log +2023-06-11 12:10:21,658 - yago11k_0.001.log - [INFO] - [E:14| 500]: Train Loss:0.0020268, Val MRR:0.0779, yago11k_0.001.log +2023-06-11 12:11:25,481 - yago11k_0.001.log - [INFO] - [E:14| 600]: Train Loss:0.0020298, Val MRR:0.0779, yago11k_0.001.log +2023-06-11 12:11:25,481 - yago11k_0.001.log - [INFO] - [Epoch:14]: Training Loss:0.00203 + +2023-06-11 12:11:25,700 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 12:11:38,004 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 12:11:50,128 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.15848, Head : 0.00509, Avg : 0.08179 + +2023-06-11 12:11:51,330 - yago11k_0.001.log - [INFO] - [Epoch 14]: Training Loss: 0.0020298, Valid MRR: 0.08179, + + + +2023-06-11 12:11:51,982 - yago11k_0.001.log - [INFO] - [E:15| 0]: Train Loss:0.0019829, Val MRR:0.08179, yago11k_0.001.log +2023-06-11 12:12:56,357 - yago11k_0.001.log - [INFO] - [E:15| 100]: Train Loss:0.0020135, Val MRR:0.08179, yago11k_0.001.log +2023-06-11 12:14:00,684 - yago11k_0.001.log - [INFO] - [E:15| 200]: Train Loss:0.0020075, Val MRR:0.08179, yago11k_0.001.log +2023-06-11 12:15:05,048 - yago11k_0.001.log - [INFO] - [E:15| 300]: Train Loss:0.0020119, Val MRR:0.08179, yago11k_0.001.log +2023-06-11 12:16:09,485 - yago11k_0.001.log - [INFO] - [E:15| 400]: Train Loss:0.00201, Val MRR:0.08179, yago11k_0.001.log +2023-06-11 12:17:13,835 - yago11k_0.001.log - [INFO] - [E:15| 500]: Train Loss:0.0020078, Val MRR:0.08179, yago11k_0.001.log +2023-06-11 12:18:17,782 - yago11k_0.001.log - [INFO] - [E:15| 600]: Train Loss:0.0020085, Val MRR:0.08179, yago11k_0.001.log +2023-06-11 12:18:17,782 - yago11k_0.001.log - [INFO] - [Epoch:15]: Training Loss:0.002009 + +2023-06-11 12:18:18,001 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 12:18:30,333 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 12:18:42,468 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.17517, Head : 0.00815, Avg : 0.09166 + +2023-06-11 12:18:43,420 - yago11k_0.001.log - [INFO] - [Epoch 15]: Training Loss: 0.0020085, Valid MRR: 0.09166, + + + +2023-06-11 12:18:44,067 - yago11k_0.001.log - [INFO] - [E:16| 0]: Train Loss:0.0020151, Val MRR:0.09166, yago11k_0.001.log +2023-06-11 12:19:48,287 - yago11k_0.001.log - [INFO] - [E:16| 100]: Train Loss:0.0019851, Val MRR:0.09166, yago11k_0.001.log +2023-06-11 12:20:52,527 - yago11k_0.001.log - [INFO] - [E:16| 200]: Train Loss:0.0019912, Val MRR:0.09166, yago11k_0.001.log +2023-06-11 12:21:56,833 - yago11k_0.001.log - [INFO] - [E:16| 300]: Train Loss:0.0019926, Val MRR:0.09166, yago11k_0.001.log +2023-06-11 12:23:01,200 - yago11k_0.001.log - [INFO] - [E:16| 400]: Train Loss:0.0019889, Val MRR:0.09166, yago11k_0.001.log +2023-06-11 12:24:05,536 - yago11k_0.001.log - [INFO] - [E:16| 500]: Train Loss:0.0019895, Val MRR:0.09166, yago11k_0.001.log +2023-06-11 12:25:09,379 - yago11k_0.001.log - [INFO] - [E:16| 600]: Train Loss:0.0019866, Val MRR:0.09166, yago11k_0.001.log +2023-06-11 12:25:09,380 - yago11k_0.001.log - [INFO] - [Epoch:16]: Training Loss:0.001987 + +2023-06-11 12:25:09,599 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 12:25:21,892 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 12:25:34,013 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.17687, Head : 0.00941, Avg : 0.09314 + +2023-06-11 12:25:34,975 - yago11k_0.001.log - [INFO] - [Epoch 16]: Training Loss: 0.0019866, Valid MRR: 0.09314, + + + +2023-06-11 12:25:35,623 - yago11k_0.001.log - [INFO] - [E:17| 0]: Train Loss:0.0019333, Val MRR:0.09314, yago11k_0.001.log +2023-06-11 12:26:39,914 - yago11k_0.001.log - [INFO] - [E:17| 100]: Train Loss:0.0019763, Val MRR:0.09314, yago11k_0.001.log +2023-06-11 12:27:44,259 - yago11k_0.001.log - [INFO] - [E:17| 200]: Train Loss:0.0019642, Val MRR:0.09314, yago11k_0.001.log +2023-06-11 12:28:48,473 - yago11k_0.001.log - [INFO] - [E:17| 300]: Train Loss:0.0019694, Val MRR:0.09314, yago11k_0.001.log +2023-06-11 12:29:52,745 - yago11k_0.001.log - [INFO] - [E:17| 400]: Train Loss:0.0019709, Val MRR:0.09314, yago11k_0.001.log +2023-06-11 12:30:57,182 - yago11k_0.001.log - [INFO] - [E:17| 500]: Train Loss:0.0019665, Val MRR:0.09314, yago11k_0.001.log +2023-06-11 12:32:01,109 - yago11k_0.001.log - [INFO] - [E:17| 600]: Train Loss:0.0019626, Val MRR:0.09314, yago11k_0.001.log +2023-06-11 12:32:01,109 - yago11k_0.001.log - [INFO] - [Epoch:17]: Training Loss:0.001963 + +2023-06-11 12:32:01,328 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 12:32:13,632 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 12:32:25,765 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.18024, Head : 0.01324, Avg : 0.09674 + +2023-06-11 12:32:26,725 - yago11k_0.001.log - [INFO] - [Epoch 17]: Training Loss: 0.0019626, Valid MRR: 0.09674, + + + +2023-06-11 12:32:27,373 - yago11k_0.001.log - [INFO] - [E:18| 0]: Train Loss:0.0019648, Val MRR:0.09674, yago11k_0.001.log +2023-06-11 12:33:31,857 - yago11k_0.001.log - [INFO] - [E:18| 100]: Train Loss:0.0019498, Val MRR:0.09674, yago11k_0.001.log +2023-06-11 12:34:36,206 - yago11k_0.001.log - [INFO] - [E:18| 200]: Train Loss:0.0019508, Val MRR:0.09674, yago11k_0.001.log +2023-06-11 12:35:40,545 - yago11k_0.001.log - [INFO] - [E:18| 300]: Train Loss:0.0019502, Val MRR:0.09674, yago11k_0.001.log +2023-06-11 12:36:44,900 - yago11k_0.001.log - [INFO] - [E:18| 400]: Train Loss:0.0019477, Val MRR:0.09674, yago11k_0.001.log +2023-06-11 12:37:49,223 - yago11k_0.001.log - [INFO] - [E:18| 500]: Train Loss:0.0019409, Val MRR:0.09674, yago11k_0.001.log +2023-06-11 12:38:53,246 - yago11k_0.001.log - [INFO] - [E:18| 600]: Train Loss:0.0019391, Val MRR:0.09674, yago11k_0.001.log +2023-06-11 12:38:53,246 - yago11k_0.001.log - [INFO] - [Epoch:18]: Training Loss:0.001939 + +2023-06-11 12:38:53,466 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 12:39:05,785 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 12:39:17,915 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.18341, Head : 0.01697, Avg : 0.10019 + +2023-06-11 12:39:18,878 - yago11k_0.001.log - [INFO] - [Epoch 18]: Training Loss: 0.0019391, Valid MRR: 0.10019, + + + +2023-06-11 12:39:19,527 - yago11k_0.001.log - [INFO] - [E:19| 0]: Train Loss:0.0020229, Val MRR:0.10019, yago11k_0.001.log +2023-06-11 12:40:23,869 - yago11k_0.001.log - [INFO] - [E:19| 100]: Train Loss:0.001928, Val MRR:0.10019, yago11k_0.001.log +2023-06-11 12:41:28,226 - yago11k_0.001.log - [INFO] - [E:19| 200]: Train Loss:0.001927, Val MRR:0.10019, yago11k_0.001.log +2023-06-11 12:42:32,573 - yago11k_0.001.log - [INFO] - [E:19| 300]: Train Loss:0.0019232, Val MRR:0.10019, yago11k_0.001.log +2023-06-11 12:43:36,934 - yago11k_0.001.log - [INFO] - [E:19| 400]: Train Loss:0.0019186, Val MRR:0.10019, yago11k_0.001.log +2023-06-11 12:44:41,375 - yago11k_0.001.log - [INFO] - [E:19| 500]: Train Loss:0.0019161, Val MRR:0.10019, yago11k_0.001.log +2023-06-11 12:45:45,209 - yago11k_0.001.log - [INFO] - [E:19| 600]: Train Loss:0.0019145, Val MRR:0.10019, yago11k_0.001.log +2023-06-11 12:45:45,209 - yago11k_0.001.log - [INFO] - [Epoch:19]: Training Loss:0.001915 + +2023-06-11 12:45:45,428 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 12:45:57,720 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 12:46:09,847 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.18232, Head : 0.0214, Avg : 0.10186 + MR: Tail : 583.17, Head : 1120.8, Avg : 851.96 + Hit-1: Tail : 0.11517, Head : 0.00528, Avg : 0.06023 + Hit-3: Tail : 0.19366, Head : 0.01292, Avg : 0.10329 + Hit-10: Tail : 0.31412, Head : 0.04418, Avg : 0.17915 +2023-06-11 12:46:10,852 - yago11k_0.001.log - [INFO] - [Epoch 19]: Training Loss: 0.0019145, Valid MRR: 0.10186, + + + +2023-06-11 12:46:11,501 - yago11k_0.001.log - [INFO] - [E:20| 0]: Train Loss:0.0018055, Val MRR:0.10186, yago11k_0.001.log +2023-06-11 12:47:15,863 - yago11k_0.001.log - [INFO] - [E:20| 100]: Train Loss:0.0018947, Val MRR:0.10186, yago11k_0.001.log +2023-06-11 12:48:20,236 - yago11k_0.001.log - [INFO] - [E:20| 200]: Train Loss:0.0018972, Val MRR:0.10186, yago11k_0.001.log +2023-06-11 12:49:24,589 - yago11k_0.001.log - [INFO] - [E:20| 300]: Train Loss:0.0018955, Val MRR:0.10186, yago11k_0.001.log +2023-06-11 12:50:28,966 - yago11k_0.001.log - [INFO] - [E:20| 400]: Train Loss:0.0018928, Val MRR:0.10186, yago11k_0.001.log +2023-06-11 12:51:33,437 - yago11k_0.001.log - [INFO] - [E:20| 500]: Train Loss:0.0018887, Val MRR:0.10186, yago11k_0.001.log +2023-06-11 12:52:37,321 - yago11k_0.001.log - [INFO] - [E:20| 600]: Train Loss:0.0018885, Val MRR:0.10186, yago11k_0.001.log +2023-06-11 12:52:37,321 - yago11k_0.001.log - [INFO] - [Epoch:20]: Training Loss:0.001889 + +2023-06-11 12:52:37,541 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 12:52:49,850 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 12:53:01,995 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.18755, Head : 0.02308, Avg : 0.10531 + +2023-06-11 12:53:02,957 - yago11k_0.001.log - [INFO] - [Epoch 20]: Training Loss: 0.0018885, Valid MRR: 0.10531, + + + +2023-06-11 12:53:03,605 - yago11k_0.001.log - [INFO] - [E:21| 0]: Train Loss:0.0018059, Val MRR:0.10531, yago11k_0.001.log +2023-06-11 12:54:07,932 - yago11k_0.001.log - [INFO] - [E:21| 100]: Train Loss:0.0018555, Val MRR:0.10531, yago11k_0.001.log +2023-06-11 12:55:12,252 - yago11k_0.001.log - [INFO] - [E:21| 200]: Train Loss:0.0018627, Val MRR:0.10531, yago11k_0.001.log +2023-06-11 12:56:16,506 - yago11k_0.001.log - [INFO] - [E:21| 300]: Train Loss:0.0018617, Val MRR:0.10531, yago11k_0.001.log +2023-06-11 12:57:20,813 - yago11k_0.001.log - [INFO] - [E:21| 400]: Train Loss:0.0018609, Val MRR:0.10531, yago11k_0.001.log +2023-06-11 12:58:25,052 - yago11k_0.001.log - [INFO] - [E:21| 500]: Train Loss:0.0018628, Val MRR:0.10531, yago11k_0.001.log +2023-06-11 12:59:28,904 - yago11k_0.001.log - [INFO] - [E:21| 600]: Train Loss:0.001863, Val MRR:0.10531, yago11k_0.001.log +2023-06-11 12:59:28,905 - yago11k_0.001.log - [INFO] - [Epoch:21]: Training Loss:0.001863 + +2023-06-11 12:59:29,128 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 12:59:41,440 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 12:59:53,591 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.18825, Head : 0.02455, Avg : 0.1064 + +2023-06-11 12:59:55,861 - yago11k_0.001.log - [INFO] - [Epoch 21]: Training Loss: 0.001863, Valid MRR: 0.1064, + + + +2023-06-11 12:59:56,513 - yago11k_0.001.log - [INFO] - [E:22| 0]: Train Loss:0.001819, Val MRR:0.1064, yago11k_0.001.log +2023-06-11 13:01:00,820 - yago11k_0.001.log - [INFO] - [E:22| 100]: Train Loss:0.0018519, Val MRR:0.1064, yago11k_0.001.log +2023-06-11 13:02:05,119 - yago11k_0.001.log - [INFO] - [E:22| 200]: Train Loss:0.0018454, Val MRR:0.1064, yago11k_0.001.log +2023-06-11 13:03:09,347 - yago11k_0.001.log - [INFO] - [E:22| 300]: Train Loss:0.0018433, Val MRR:0.1064, yago11k_0.001.log +2023-06-11 13:04:13,534 - yago11k_0.001.log - [INFO] - [E:22| 400]: Train Loss:0.0018405, Val MRR:0.1064, yago11k_0.001.log +2023-06-11 13:05:17,770 - yago11k_0.001.log - [INFO] - [E:22| 500]: Train Loss:0.00184, Val MRR:0.1064, yago11k_0.001.log +2023-06-11 13:06:21,629 - yago11k_0.001.log - [INFO] - [E:22| 600]: Train Loss:0.0018382, Val MRR:0.1064, yago11k_0.001.log +2023-06-11 13:06:21,630 - yago11k_0.001.log - [INFO] - [Epoch:22]: Training Loss:0.001838 + +2023-06-11 13:06:21,849 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 13:06:34,167 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 13:06:46,295 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.18878, Head : 0.03076, Avg : 0.10977 + +2023-06-11 13:06:47,267 - yago11k_0.001.log - [INFO] - [Epoch 22]: Training Loss: 0.0018382, Valid MRR: 0.10977, + + + +2023-06-11 13:06:47,917 - yago11k_0.001.log - [INFO] - [E:23| 0]: Train Loss:0.0018549, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:07:52,197 - yago11k_0.001.log - [INFO] - [E:23| 100]: Train Loss:0.0018154, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:08:56,451 - yago11k_0.001.log - [INFO] - [E:23| 200]: Train Loss:0.001815, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:10:00,674 - yago11k_0.001.log - [INFO] - [E:23| 300]: Train Loss:0.0018131, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:11:04,903 - yago11k_0.001.log - [INFO] - [E:23| 400]: Train Loss:0.0018163, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:12:09,167 - yago11k_0.001.log - [INFO] - [E:23| 500]: Train Loss:0.0018139, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:13:12,906 - yago11k_0.001.log - [INFO] - [E:23| 600]: Train Loss:0.0018126, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:13:12,906 - yago11k_0.001.log - [INFO] - [Epoch:23]: Training Loss:0.001813 + +2023-06-11 13:13:13,125 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 13:13:25,410 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 13:13:37,519 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.18, Head : 0.03602, Avg : 0.10801 + +2023-06-11 13:13:37,520 - yago11k_0.001.log - [INFO] - [Epoch 23]: Training Loss: 0.0018126, Valid MRR: 0.10977, + + + +2023-06-11 13:13:38,167 - yago11k_0.001.log - [INFO] - [E:24| 0]: Train Loss:0.0018262, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:14:42,417 - yago11k_0.001.log - [INFO] - [E:24| 100]: Train Loss:0.0018016, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:15:46,691 - yago11k_0.001.log - [INFO] - [E:24| 200]: Train Loss:0.0017946, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:16:50,933 - yago11k_0.001.log - [INFO] - [E:24| 300]: Train Loss:0.0017923, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:17:55,442 - yago11k_0.001.log - [INFO] - [E:24| 400]: Train Loss:0.0017917, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:18:59,710 - yago11k_0.001.log - [INFO] - [E:24| 500]: Train Loss:0.0017908, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:20:03,524 - yago11k_0.001.log - [INFO] - [E:24| 600]: Train Loss:0.0017877, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:20:03,525 - yago11k_0.001.log - [INFO] - [Epoch:24]: Training Loss:0.001788 + +2023-06-11 13:20:03,744 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 13:20:16,043 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 13:20:28,166 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.17812, Head : 0.0392, Avg : 0.10866 + +2023-06-11 13:20:28,166 - yago11k_0.001.log - [INFO] - [Epoch 24]: Training Loss: 0.0017877, Valid MRR: 0.10977, + + + +2023-06-11 13:20:28,813 - yago11k_0.001.log - [INFO] - [E:25| 0]: Train Loss:0.0018176, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:21:33,070 - yago11k_0.001.log - [INFO] - [E:25| 100]: Train Loss:0.0017644, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:22:37,425 - yago11k_0.001.log - [INFO] - [E:25| 200]: Train Loss:0.0017726, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:23:41,840 - yago11k_0.001.log - [INFO] - [E:25| 300]: Train Loss:0.001769, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:24:46,132 - yago11k_0.001.log - [INFO] - [E:25| 400]: Train Loss:0.0017672, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:25:50,457 - yago11k_0.001.log - [INFO] - [E:25| 500]: Train Loss:0.0017617, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:26:54,338 - yago11k_0.001.log - [INFO] - [E:25| 600]: Train Loss:0.0017605, Val MRR:0.10977, yago11k_0.001.log +2023-06-11 13:26:54,338 - yago11k_0.001.log - [INFO] - [Epoch:25]: Training Loss:0.001761 + +2023-06-11 13:26:54,558 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 13:27:06,856 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 13:27:18,980 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.19042, Head : 0.04369, Avg : 0.11706 + +2023-06-11 13:27:19,942 - yago11k_0.001.log - [INFO] - [Epoch 25]: Training Loss: 0.0017605, Valid MRR: 0.11706, + + + +2023-06-11 13:27:20,591 - yago11k_0.001.log - [INFO] - [E:26| 0]: Train Loss:0.0016713, Val MRR:0.11706, yago11k_0.001.log +2023-06-11 13:28:24,960 - yago11k_0.001.log - [INFO] - [E:26| 100]: Train Loss:0.0017438, Val MRR:0.11706, yago11k_0.001.log +2023-06-11 13:29:29,302 - yago11k_0.001.log - [INFO] - [E:26| 200]: Train Loss:0.0017417, Val MRR:0.11706, yago11k_0.001.log +2023-06-11 13:30:33,511 - yago11k_0.001.log - [INFO] - [E:26| 300]: Train Loss:0.0017424, Val MRR:0.11706, yago11k_0.001.log +2023-06-11 13:31:37,740 - yago11k_0.001.log - [INFO] - [E:26| 400]: Train Loss:0.0017401, Val MRR:0.11706, yago11k_0.001.log +2023-06-11 13:32:42,044 - yago11k_0.001.log - [INFO] - [E:26| 500]: Train Loss:0.0017365, Val MRR:0.11706, yago11k_0.001.log +2023-06-11 13:33:45,834 - yago11k_0.001.log - [INFO] - [E:26| 600]: Train Loss:0.0017351, Val MRR:0.11706, yago11k_0.001.log +2023-06-11 13:33:45,834 - yago11k_0.001.log - [INFO] - [Epoch:26]: Training Loss:0.001735 + +2023-06-11 13:33:46,053 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 13:33:58,347 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 13:34:10,456 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.20449, Head : 0.0497, Avg : 0.12709 + +2023-06-11 13:34:11,412 - yago11k_0.001.log - [INFO] - [Epoch 26]: Training Loss: 0.0017351, Valid MRR: 0.12709, + + + +2023-06-11 13:34:12,059 - yago11k_0.001.log - [INFO] - [E:27| 0]: Train Loss:0.0017051, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:35:16,340 - yago11k_0.001.log - [INFO] - [E:27| 100]: Train Loss:0.0017154, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:36:20,523 - yago11k_0.001.log - [INFO] - [E:27| 200]: Train Loss:0.0017132, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:37:24,716 - yago11k_0.001.log - [INFO] - [E:27| 300]: Train Loss:0.0017163, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:38:29,062 - yago11k_0.001.log - [INFO] - [E:27| 400]: Train Loss:0.0017129, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:39:33,365 - yago11k_0.001.log - [INFO] - [E:27| 500]: Train Loss:0.0017112, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:40:37,211 - yago11k_0.001.log - [INFO] - [E:27| 600]: Train Loss:0.0017109, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:40:37,211 - yago11k_0.001.log - [INFO] - [Epoch:27]: Training Loss:0.001711 + +2023-06-11 13:40:37,432 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 13:40:49,749 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 13:41:01,873 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.19792, Head : 0.05361, Avg : 0.12577 + +2023-06-11 13:41:01,874 - yago11k_0.001.log - [INFO] - [Epoch 27]: Training Loss: 0.0017109, Valid MRR: 0.12709, + + + +2023-06-11 13:41:02,524 - yago11k_0.001.log - [INFO] - [E:28| 0]: Train Loss:0.0016293, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:42:06,839 - yago11k_0.001.log - [INFO] - [E:28| 100]: Train Loss:0.0016881, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:43:11,125 - yago11k_0.001.log - [INFO] - [E:28| 200]: Train Loss:0.0016874, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:44:15,474 - yago11k_0.001.log - [INFO] - [E:28| 300]: Train Loss:0.0016872, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:45:19,787 - yago11k_0.001.log - [INFO] - [E:28| 400]: Train Loss:0.0016894, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:46:24,106 - yago11k_0.001.log - [INFO] - [E:28| 500]: Train Loss:0.0016875, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:47:27,945 - yago11k_0.001.log - [INFO] - [E:28| 600]: Train Loss:0.001686, Val MRR:0.12709, yago11k_0.001.log +2023-06-11 13:47:27,945 - yago11k_0.001.log - [INFO] - [Epoch:28]: Training Loss:0.001686 + +2023-06-11 13:47:28,164 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 13:47:40,450 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 13:47:52,575 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.2142, Head : 0.06249, Avg : 0.13835 + +2023-06-11 13:47:53,525 - yago11k_0.001.log - [INFO] - [Epoch 28]: Training Loss: 0.001686, Valid MRR: 0.13835, + + + +2023-06-11 13:47:54,172 - yago11k_0.001.log - [INFO] - [E:29| 0]: Train Loss:0.0016233, Val MRR:0.13835, yago11k_0.001.log +2023-06-11 13:48:58,358 - yago11k_0.001.log - [INFO] - [E:29| 100]: Train Loss:0.0016722, Val MRR:0.13835, yago11k_0.001.log +2023-06-11 13:50:02,613 - yago11k_0.001.log - [INFO] - [E:29| 200]: Train Loss:0.0016688, Val MRR:0.13835, yago11k_0.001.log +2023-06-11 13:51:06,932 - yago11k_0.001.log - [INFO] - [E:29| 300]: Train Loss:0.0016656, Val MRR:0.13835, yago11k_0.001.log +2023-06-11 13:52:11,265 - yago11k_0.001.log - [INFO] - [E:29| 400]: Train Loss:0.0016651, Val MRR:0.13835, yago11k_0.001.log +2023-06-11 13:53:15,608 - yago11k_0.001.log - [INFO] - [E:29| 500]: Train Loss:0.001665, Val MRR:0.13835, yago11k_0.001.log +2023-06-11 13:54:19,482 - yago11k_0.001.log - [INFO] - [E:29| 600]: Train Loss:0.0016629, Val MRR:0.13835, yago11k_0.001.log +2023-06-11 13:54:19,482 - yago11k_0.001.log - [INFO] - [Epoch:29]: Training Loss:0.001663 + +2023-06-11 13:54:19,702 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 13:54:32,017 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 13:54:44,157 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.22043, Head : 0.07447, Avg : 0.14745 + MR: Tail : 206.62, Head : 653.85, Avg : 430.23 + Hit-1: Tail : 0.11864, Head : 0.02667, Avg : 0.07266 + Hit-3: Tail : 0.25299, Head : 0.06891, Avg : 0.16095 + Hit-10: Tail : 0.41901, Head : 0.16421, Avg : 0.29161 +2023-06-11 13:54:45,130 - yago11k_0.001.log - [INFO] - [Epoch 29]: Training Loss: 0.0016629, Valid MRR: 0.14745, + + + +2023-06-11 13:54:45,776 - yago11k_0.001.log - [INFO] - [E:30| 0]: Train Loss:0.0016335, Val MRR:0.14745, yago11k_0.001.log +2023-06-11 13:55:50,093 - yago11k_0.001.log - [INFO] - [E:30| 100]: Train Loss:0.0016397, Val MRR:0.14745, yago11k_0.001.log +2023-06-11 13:56:54,376 - yago11k_0.001.log - [INFO] - [E:30| 200]: Train Loss:0.0016463, Val MRR:0.14745, yago11k_0.001.log +2023-06-11 13:57:58,679 - yago11k_0.001.log - [INFO] - [E:30| 300]: Train Loss:0.0016457, Val MRR:0.14745, yago11k_0.001.log +2023-06-11 13:59:03,138 - yago11k_0.001.log - [INFO] - [E:30| 400]: Train Loss:0.001645, Val MRR:0.14745, yago11k_0.001.log +2023-06-11 14:00:07,420 - yago11k_0.001.log - [INFO] - [E:30| 500]: Train Loss:0.0016417, Val MRR:0.14745, yago11k_0.001.log +2023-06-11 14:01:11,213 - yago11k_0.001.log - [INFO] - [E:30| 600]: Train Loss:0.0016406, Val MRR:0.14745, yago11k_0.001.log +2023-06-11 14:01:11,214 - yago11k_0.001.log - [INFO] - [Epoch:30]: Training Loss:0.001641 + +2023-06-11 14:01:11,434 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 14:01:23,751 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 14:01:35,859 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.24147, Head : 0.08289, Avg : 0.16218 + +2023-06-11 14:01:36,857 - yago11k_0.001.log - [INFO] - [Epoch 30]: Training Loss: 0.0016406, Valid MRR: 0.16218, + + + +2023-06-11 14:01:37,507 - yago11k_0.001.log - [INFO] - [E:31| 0]: Train Loss:0.0017034, Val MRR:0.16218, yago11k_0.001.log +2023-06-11 14:02:41,697 - yago11k_0.001.log - [INFO] - [E:31| 100]: Train Loss:0.0016288, Val MRR:0.16218, yago11k_0.001.log +2023-06-11 14:03:45,888 - yago11k_0.001.log - [INFO] - [E:31| 200]: Train Loss:0.0016227, Val MRR:0.16218, yago11k_0.001.log +2023-06-11 14:04:50,216 - yago11k_0.001.log - [INFO] - [E:31| 300]: Train Loss:0.0016211, Val MRR:0.16218, yago11k_0.001.log +2023-06-11 14:05:54,368 - yago11k_0.001.log - [INFO] - [E:31| 400]: Train Loss:0.00162, Val MRR:0.16218, yago11k_0.001.log +2023-06-11 14:06:58,576 - yago11k_0.001.log - [INFO] - [E:31| 500]: Train Loss:0.0016193, Val MRR:0.16218, yago11k_0.001.log +2023-06-11 14:08:02,272 - yago11k_0.001.log - [INFO] - [E:31| 600]: Train Loss:0.0016183, Val MRR:0.16218, yago11k_0.001.log +2023-06-11 14:08:02,273 - yago11k_0.001.log - [INFO] - [Epoch:31]: Training Loss:0.001618 + +2023-06-11 14:08:02,493 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 14:08:14,760 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 14:08:26,866 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.24721, Head : 0.0963, Avg : 0.17175 + +2023-06-11 14:08:27,826 - yago11k_0.001.log - [INFO] - [Epoch 31]: Training Loss: 0.0016183, Valid MRR: 0.17175, + + + +2023-06-11 14:08:28,472 - yago11k_0.001.log - [INFO] - [E:32| 0]: Train Loss:0.0015903, Val MRR:0.17175, yago11k_0.001.log +2023-06-11 14:09:32,602 - yago11k_0.001.log - [INFO] - [E:32| 100]: Train Loss:0.0016033, Val MRR:0.17175, yago11k_0.001.log +2023-06-11 14:10:36,738 - yago11k_0.001.log - [INFO] - [E:32| 200]: Train Loss:0.0016056, Val MRR:0.17175, yago11k_0.001.log +2023-06-11 14:11:40,799 - yago11k_0.001.log - [INFO] - [E:32| 300]: Train Loss:0.001604, Val MRR:0.17175, yago11k_0.001.log +2023-06-11 14:12:44,971 - yago11k_0.001.log - [INFO] - [E:32| 400]: Train Loss:0.0016008, Val MRR:0.17175, yago11k_0.001.log +2023-06-11 14:13:49,045 - yago11k_0.001.log - [INFO] - [E:32| 500]: Train Loss:0.0015999, Val MRR:0.17175, yago11k_0.001.log +2023-06-11 14:14:52,684 - yago11k_0.001.log - [INFO] - [E:32| 600]: Train Loss:0.0015977, Val MRR:0.17175, yago11k_0.001.log +2023-06-11 14:14:52,684 - yago11k_0.001.log - [INFO] - [Epoch:32]: Training Loss:0.001598 + +2023-06-11 14:14:52,903 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 14:15:05,173 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 14:15:17,269 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.25964, Head : 0.10648, Avg : 0.18306 + +2023-06-11 14:15:18,294 - yago11k_0.001.log - [INFO] - [Epoch 32]: Training Loss: 0.0015977, Valid MRR: 0.18306, + + + +2023-06-11 14:15:18,942 - yago11k_0.001.log - [INFO] - [E:33| 0]: Train Loss:0.0016469, Val MRR:0.18306, yago11k_0.001.log +2023-06-11 14:16:23,244 - yago11k_0.001.log - [INFO] - [E:33| 100]: Train Loss:0.0015827, Val MRR:0.18306, yago11k_0.001.log +2023-06-11 14:17:27,404 - yago11k_0.001.log - [INFO] - [E:33| 200]: Train Loss:0.0015772, Val MRR:0.18306, yago11k_0.001.log +2023-06-11 14:18:31,644 - yago11k_0.001.log - [INFO] - [E:33| 300]: Train Loss:0.0015776, Val MRR:0.18306, yago11k_0.001.log +2023-06-11 14:19:35,837 - yago11k_0.001.log - [INFO] - [E:33| 400]: Train Loss:0.0015778, Val MRR:0.18306, yago11k_0.001.log +2023-06-11 14:20:40,092 - yago11k_0.001.log - [INFO] - [E:33| 500]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.001.log +2023-06-11 14:21:43,828 - yago11k_0.001.log - [INFO] - [E:33| 600]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.001.log +2023-06-11 14:21:43,829 - yago11k_0.001.log - [INFO] - [Epoch:33]: Training Loss:0.001578 + +2023-06-11 14:21:44,048 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 14:21:56,322 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 14:22:08,464 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.2859, Head : 0.11851, Avg : 0.2022 + +2023-06-11 14:22:09,499 - yago11k_0.001.log - [INFO] - [Epoch 33]: Training Loss: 0.0015784, Valid MRR: 0.2022, + + + +2023-06-11 14:22:10,145 - yago11k_0.001.log - [INFO] - [E:34| 0]: Train Loss:0.0015723, Val MRR:0.2022, yago11k_0.001.log +2023-06-11 14:23:14,357 - yago11k_0.001.log - [INFO] - [E:34| 100]: Train Loss:0.0015751, Val MRR:0.2022, yago11k_0.001.log +2023-06-11 14:24:18,591 - yago11k_0.001.log - [INFO] - [E:34| 200]: Train Loss:0.0015682, Val MRR:0.2022, yago11k_0.001.log +2023-06-11 14:25:22,898 - yago11k_0.001.log - [INFO] - [E:34| 300]: Train Loss:0.0015648, Val MRR:0.2022, yago11k_0.001.log +2023-06-11 14:26:27,158 - yago11k_0.001.log - [INFO] - [E:34| 400]: Train Loss:0.0015642, Val MRR:0.2022, yago11k_0.001.log +2023-06-11 14:27:31,518 - yago11k_0.001.log - [INFO] - [E:34| 500]: Train Loss:0.0015614, Val MRR:0.2022, yago11k_0.001.log +2023-06-11 14:28:35,383 - yago11k_0.001.log - [INFO] - [E:34| 600]: Train Loss:0.0015596, Val MRR:0.2022, yago11k_0.001.log +2023-06-11 14:28:35,383 - yago11k_0.001.log - [INFO] - [Epoch:34]: Training Loss:0.00156 + +2023-06-11 14:28:35,603 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 14:28:47,959 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 14:29:00,091 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.2822, Head : 0.12347, Avg : 0.20284 + +2023-06-11 14:29:01,072 - yago11k_0.001.log - [INFO] - [Epoch 34]: Training Loss: 0.0015596, Valid MRR: 0.20284, + + + +2023-06-11 14:29:01,721 - yago11k_0.001.log - [INFO] - [E:35| 0]: Train Loss:0.0016254, Val MRR:0.20284, yago11k_0.001.log +2023-06-11 14:30:06,053 - yago11k_0.001.log - [INFO] - [E:35| 100]: Train Loss:0.0015528, Val MRR:0.20284, yago11k_0.001.log +2023-06-11 14:31:10,414 - yago11k_0.001.log - [INFO] - [E:35| 200]: Train Loss:0.0015478, Val MRR:0.20284, yago11k_0.001.log +2023-06-11 14:32:14,756 - yago11k_0.001.log - [INFO] - [E:35| 300]: Train Loss:0.001545, Val MRR:0.20284, yago11k_0.001.log +2023-06-11 14:33:19,128 - yago11k_0.001.log - [INFO] - [E:35| 400]: Train Loss:0.0015443, Val MRR:0.20284, yago11k_0.001.log +2023-06-11 14:34:23,429 - yago11k_0.001.log - [INFO] - [E:35| 500]: Train Loss:0.0015426, Val MRR:0.20284, yago11k_0.001.log +2023-06-11 14:35:27,387 - yago11k_0.001.log - [INFO] - [E:35| 600]: Train Loss:0.0015413, Val MRR:0.20284, yago11k_0.001.log +2023-06-11 14:35:27,387 - yago11k_0.001.log - [INFO] - [Epoch:35]: Training Loss:0.001541 + +2023-06-11 14:35:27,613 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 14:35:39,917 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 14:35:52,048 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.28984, Head : 0.13855, Avg : 0.21419 + +2023-06-11 14:35:53,042 - yago11k_0.001.log - [INFO] - [Epoch 35]: Training Loss: 0.0015413, Valid MRR: 0.21419, + + + +2023-06-11 14:35:53,691 - yago11k_0.001.log - [INFO] - [E:36| 0]: Train Loss:0.0015247, Val MRR:0.21419, yago11k_0.001.log +2023-06-11 14:36:58,014 - yago11k_0.001.log - [INFO] - [E:36| 100]: Train Loss:0.0015275, Val MRR:0.21419, yago11k_0.001.log +2023-06-11 14:38:02,329 - yago11k_0.001.log - [INFO] - [E:36| 200]: Train Loss:0.0015288, Val MRR:0.21419, yago11k_0.001.log +2023-06-11 14:39:06,608 - yago11k_0.001.log - [INFO] - [E:36| 300]: Train Loss:0.0015283, Val MRR:0.21419, yago11k_0.001.log +2023-06-11 14:40:10,986 - yago11k_0.001.log - [INFO] - [E:36| 400]: Train Loss:0.0015266, Val MRR:0.21419, yago11k_0.001.log +2023-06-11 14:41:15,182 - yago11k_0.001.log - [INFO] - [E:36| 500]: Train Loss:0.0015277, Val MRR:0.21419, yago11k_0.001.log +2023-06-11 14:42:18,998 - yago11k_0.001.log - [INFO] - [E:36| 600]: Train Loss:0.0015261, Val MRR:0.21419, yago11k_0.001.log +2023-06-11 14:42:18,998 - yago11k_0.001.log - [INFO] - [Epoch:36]: Training Loss:0.001526 + +2023-06-11 14:42:19,218 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 14:42:31,519 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 14:42:43,675 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.29453, Head : 0.13671, Avg : 0.21562 + +2023-06-11 14:42:44,653 - yago11k_0.001.log - [INFO] - [Epoch 36]: Training Loss: 0.0015261, Valid MRR: 0.21562, + + + +2023-06-11 14:42:45,299 - yago11k_0.001.log - [INFO] - [E:37| 0]: Train Loss:0.0014882, Val MRR:0.21562, yago11k_0.001.log +2023-06-11 14:43:49,573 - yago11k_0.001.log - [INFO] - [E:37| 100]: Train Loss:0.0015124, Val MRR:0.21562, yago11k_0.001.log +2023-06-11 14:44:53,855 - yago11k_0.001.log - [INFO] - [E:37| 200]: Train Loss:0.0015139, Val MRR:0.21562, yago11k_0.001.log +2023-06-11 14:45:58,114 - yago11k_0.001.log - [INFO] - [E:37| 300]: Train Loss:0.0015134, Val MRR:0.21562, yago11k_0.001.log +2023-06-11 14:47:02,454 - yago11k_0.001.log - [INFO] - [E:37| 400]: Train Loss:0.001513, Val MRR:0.21562, yago11k_0.001.log +2023-06-11 14:48:06,768 - yago11k_0.001.log - [INFO] - [E:37| 500]: Train Loss:0.0015127, Val MRR:0.21562, yago11k_0.001.log +2023-06-11 14:49:10,595 - yago11k_0.001.log - [INFO] - [E:37| 600]: Train Loss:0.0015098, Val MRR:0.21562, yago11k_0.001.log +2023-06-11 14:49:10,596 - yago11k_0.001.log - [INFO] - [Epoch:37]: Training Loss:0.00151 + +2023-06-11 14:49:10,815 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 14:49:23,125 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 14:49:35,270 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.2957, Head : 0.1454, Avg : 0.22055 + +2023-06-11 14:49:36,223 - yago11k_0.001.log - [INFO] - [Epoch 37]: Training Loss: 0.0015098, Valid MRR: 0.22055, + + + +2023-06-11 14:49:36,870 - yago11k_0.001.log - [INFO] - [E:38| 0]: Train Loss:0.0014486, Val MRR:0.22055, yago11k_0.001.log +2023-06-11 14:50:41,201 - yago11k_0.001.log - [INFO] - [E:38| 100]: Train Loss:0.0015016, Val MRR:0.22055, yago11k_0.001.log +2023-06-11 14:51:45,489 - yago11k_0.001.log - [INFO] - [E:38| 200]: Train Loss:0.0014999, Val MRR:0.22055, yago11k_0.001.log +2023-06-11 14:52:49,865 - yago11k_0.001.log - [INFO] - [E:38| 300]: Train Loss:0.0014988, Val MRR:0.22055, yago11k_0.001.log +2023-06-11 14:53:54,123 - yago11k_0.001.log - [INFO] - [E:38| 400]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.001.log +2023-06-11 14:54:58,412 - yago11k_0.001.log - [INFO] - [E:38| 500]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.001.log +2023-06-11 14:56:02,291 - yago11k_0.001.log - [INFO] - [E:38| 600]: Train Loss:0.0014958, Val MRR:0.22055, yago11k_0.001.log +2023-06-11 14:56:02,291 - yago11k_0.001.log - [INFO] - [Epoch:38]: Training Loss:0.001496 + +2023-06-11 14:56:02,511 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 14:56:14,820 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 14:56:26,949 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.31033, Head : 0.15121, Avg : 0.23077 + +2023-06-11 14:56:28,036 - yago11k_0.001.log - [INFO] - [Epoch 38]: Training Loss: 0.0014958, Valid MRR: 0.23077, + + + +2023-06-11 14:56:28,685 - yago11k_0.001.log - [INFO] - [E:39| 0]: Train Loss:0.0014858, Val MRR:0.23077, yago11k_0.001.log +2023-06-11 14:57:33,127 - yago11k_0.001.log - [INFO] - [E:39| 100]: Train Loss:0.0014827, Val MRR:0.23077, yago11k_0.001.log +2023-06-11 14:58:37,329 - yago11k_0.001.log - [INFO] - [E:39| 200]: Train Loss:0.0014836, Val MRR:0.23077, yago11k_0.001.log +2023-06-11 14:59:41,667 - yago11k_0.001.log - [INFO] - [E:39| 300]: Train Loss:0.0014839, Val MRR:0.23077, yago11k_0.001.log +2023-06-11 15:00:45,913 - yago11k_0.001.log - [INFO] - [E:39| 400]: Train Loss:0.0014832, Val MRR:0.23077, yago11k_0.001.log +2023-06-11 15:01:50,267 - yago11k_0.001.log - [INFO] - [E:39| 500]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.001.log +2023-06-11 15:02:54,146 - yago11k_0.001.log - [INFO] - [E:39| 600]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.001.log +2023-06-11 15:02:54,146 - yago11k_0.001.log - [INFO] - [Epoch:39]: Training Loss:0.001481 + +2023-06-11 15:02:54,366 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 15:03:06,715 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 15:03:18,883 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.32739, Head : 0.16107, Avg : 0.24423 + MR: Tail : 249.29, Head : 614.69, Avg : 431.99 + Hit-1: Tail : 0.2252, Head : 0.10864, Avg : 0.16692 + Hit-3: Tail : 0.36955, Head : 0.16477, Avg : 0.26716 + Hit-10: Tail : 0.53543, Head : 0.26216, Avg : 0.39879 +2023-06-11 15:03:19,860 - yago11k_0.001.log - [INFO] - [Epoch 39]: Training Loss: 0.0014814, Valid MRR: 0.24423, + + + +2023-06-11 15:03:20,511 - yago11k_0.001.log - [INFO] - [E:40| 0]: Train Loss:0.0014528, Val MRR:0.24423, yago11k_0.001.log +2023-06-11 15:04:24,715 - yago11k_0.001.log - [INFO] - [E:40| 100]: Train Loss:0.0014586, Val MRR:0.24423, yago11k_0.001.log +2023-06-11 15:05:29,016 - yago11k_0.001.log - [INFO] - [E:40| 200]: Train Loss:0.0014642, Val MRR:0.24423, yago11k_0.001.log +2023-06-11 15:06:33,264 - yago11k_0.001.log - [INFO] - [E:40| 300]: Train Loss:0.001468, Val MRR:0.24423, yago11k_0.001.log +2023-06-11 15:07:37,593 - yago11k_0.001.log - [INFO] - [E:40| 400]: Train Loss:0.0014681, Val MRR:0.24423, yago11k_0.001.log +2023-06-11 15:08:41,855 - yago11k_0.001.log - [INFO] - [E:40| 500]: Train Loss:0.0014691, Val MRR:0.24423, yago11k_0.001.log +2023-06-11 15:09:45,730 - yago11k_0.001.log - [INFO] - [E:40| 600]: Train Loss:0.001469, Val MRR:0.24423, yago11k_0.001.log +2023-06-11 15:09:45,731 - yago11k_0.001.log - [INFO] - [Epoch:40]: Training Loss:0.001469 + +2023-06-11 15:09:45,950 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 15:09:58,253 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 15:10:10,379 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.33048, Head : 0.16469, Avg : 0.24759 + +2023-06-11 15:10:11,340 - yago11k_0.001.log - [INFO] - [Epoch 40]: Training Loss: 0.001469, Valid MRR: 0.24759, + + + +2023-06-11 15:10:11,989 - yago11k_0.001.log - [INFO] - [E:41| 0]: Train Loss:0.0013983, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:11:16,217 - yago11k_0.001.log - [INFO] - [E:41| 100]: Train Loss:0.0014626, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:12:20,495 - yago11k_0.001.log - [INFO] - [E:41| 200]: Train Loss:0.0014596, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:13:24,662 - yago11k_0.001.log - [INFO] - [E:41| 300]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:14:28,936 - yago11k_0.001.log - [INFO] - [E:41| 400]: Train Loss:0.0014583, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:15:33,222 - yago11k_0.001.log - [INFO] - [E:41| 500]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:16:37,143 - yago11k_0.001.log - [INFO] - [E:41| 600]: Train Loss:0.0014571, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:16:37,143 - yago11k_0.001.log - [INFO] - [Epoch:41]: Training Loss:0.001457 + +2023-06-11 15:16:37,363 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 15:16:49,662 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 15:17:01,809 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.32566, Head : 0.1693, Avg : 0.24748 + +2023-06-11 15:17:01,809 - yago11k_0.001.log - [INFO] - [Epoch 41]: Training Loss: 0.0014571, Valid MRR: 0.24759, + + + +2023-06-11 15:17:02,458 - yago11k_0.001.log - [INFO] - [E:42| 0]: Train Loss:0.001499, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:18:06,852 - yago11k_0.001.log - [INFO] - [E:42| 100]: Train Loss:0.0014562, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:19:11,141 - yago11k_0.001.log - [INFO] - [E:42| 200]: Train Loss:0.00145, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:20:15,496 - yago11k_0.001.log - [INFO] - [E:42| 300]: Train Loss:0.0014506, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:21:19,754 - yago11k_0.001.log - [INFO] - [E:42| 400]: Train Loss:0.0014479, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:22:24,125 - yago11k_0.001.log - [INFO] - [E:42| 500]: Train Loss:0.0014475, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:23:27,907 - yago11k_0.001.log - [INFO] - [E:42| 600]: Train Loss:0.0014463, Val MRR:0.24759, yago11k_0.001.log +2023-06-11 15:23:27,908 - yago11k_0.001.log - [INFO] - [Epoch:42]: Training Loss:0.001446 + +2023-06-11 15:23:28,127 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 15:23:40,432 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 15:23:52,568 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.32798, Head : 0.17264, Avg : 0.25031 + +2023-06-11 15:23:53,609 - yago11k_0.001.log - [INFO] - [Epoch 42]: Training Loss: 0.0014463, Valid MRR: 0.25031, + + + +2023-06-11 15:23:54,258 - yago11k_0.001.log - [INFO] - [E:43| 0]: Train Loss:0.0014214, Val MRR:0.25031, yago11k_0.001.log +2023-06-11 15:24:58,614 - yago11k_0.001.log - [INFO] - [E:43| 100]: Train Loss:0.0014362, Val MRR:0.25031, yago11k_0.001.log +2023-06-11 15:26:02,895 - yago11k_0.001.log - [INFO] - [E:43| 200]: Train Loss:0.0014385, Val MRR:0.25031, yago11k_0.001.log +2023-06-11 15:27:07,165 - yago11k_0.001.log - [INFO] - [E:43| 300]: Train Loss:0.0014367, Val MRR:0.25031, yago11k_0.001.log +2023-06-11 15:28:11,459 - yago11k_0.001.log - [INFO] - [E:43| 400]: Train Loss:0.0014358, Val MRR:0.25031, yago11k_0.001.log +2023-06-11 15:29:15,809 - yago11k_0.001.log - [INFO] - [E:43| 500]: Train Loss:0.0014346, Val MRR:0.25031, yago11k_0.001.log +2023-06-11 15:30:19,619 - yago11k_0.001.log - [INFO] - [E:43| 600]: Train Loss:0.0014347, Val MRR:0.25031, yago11k_0.001.log +2023-06-11 15:30:19,620 - yago11k_0.001.log - [INFO] - [Epoch:43]: Training Loss:0.001435 + +2023-06-11 15:30:19,840 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 15:30:32,127 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 15:30:44,255 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.33572, Head : 0.17928, Avg : 0.2575 + +2023-06-11 15:30:45,205 - yago11k_0.001.log - [INFO] - [Epoch 43]: Training Loss: 0.0014347, Valid MRR: 0.2575, + + + +2023-06-11 15:30:45,853 - yago11k_0.001.log - [INFO] - [E:44| 0]: Train Loss:0.0013915, Val MRR:0.2575, yago11k_0.001.log +2023-06-11 15:31:50,219 - yago11k_0.001.log - [INFO] - [E:44| 100]: Train Loss:0.0014281, Val MRR:0.2575, yago11k_0.001.log +2023-06-11 15:32:54,478 - yago11k_0.001.log - [INFO] - [E:44| 200]: Train Loss:0.0014276, Val MRR:0.2575, yago11k_0.001.log +2023-06-11 15:33:58,896 - yago11k_0.001.log - [INFO] - [E:44| 300]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.001.log +2023-06-11 15:35:03,207 - yago11k_0.001.log - [INFO] - [E:44| 400]: Train Loss:0.001426, Val MRR:0.2575, yago11k_0.001.log +2023-06-11 15:36:07,457 - yago11k_0.001.log - [INFO] - [E:44| 500]: Train Loss:0.0014256, Val MRR:0.2575, yago11k_0.001.log +2023-06-11 15:37:11,211 - yago11k_0.001.log - [INFO] - [E:44| 600]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.001.log +2023-06-11 15:37:11,211 - yago11k_0.001.log - [INFO] - [Epoch:44]: Training Loss:0.001425 + +2023-06-11 15:37:11,430 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 15:37:23,767 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 15:37:35,954 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.33245, Head : 0.18303, Avg : 0.25774 + +2023-06-11 15:37:36,911 - yago11k_0.001.log - [INFO] - [Epoch 44]: Training Loss: 0.0014254, Valid MRR: 0.25774, + + + +2023-06-11 15:37:37,561 - yago11k_0.001.log - [INFO] - [E:45| 0]: Train Loss:0.0013914, Val MRR:0.25774, yago11k_0.001.log +2023-06-11 15:38:41,794 - yago11k_0.001.log - [INFO] - [E:45| 100]: Train Loss:0.0014194, Val MRR:0.25774, yago11k_0.001.log +2023-06-11 15:39:46,087 - yago11k_0.001.log - [INFO] - [E:45| 200]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_0.001.log +2023-06-11 15:40:50,358 - yago11k_0.001.log - [INFO] - [E:45| 300]: Train Loss:0.0014172, Val MRR:0.25774, yago11k_0.001.log +2023-06-11 15:41:54,645 - yago11k_0.001.log - [INFO] - [E:45| 400]: Train Loss:0.0014173, Val MRR:0.25774, yago11k_0.001.log +2023-06-11 15:42:58,942 - yago11k_0.001.log - [INFO] - [E:45| 500]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_0.001.log +2023-06-11 15:44:02,887 - yago11k_0.001.log - [INFO] - [E:45| 600]: Train Loss:0.0014155, Val MRR:0.25774, yago11k_0.001.log +2023-06-11 15:44:02,887 - yago11k_0.001.log - [INFO] - [Epoch:45]: Training Loss:0.001416 + +2023-06-11 15:44:03,106 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 15:44:15,418 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 15:44:27,555 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.35204, Head : 0.18608, Avg : 0.26906 + +2023-06-11 15:44:28,531 - yago11k_0.001.log - [INFO] - [Epoch 45]: Training Loss: 0.0014155, Valid MRR: 0.26906, + + + +2023-06-11 15:44:29,183 - yago11k_0.001.log - [INFO] - [E:46| 0]: Train Loss:0.0013849, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:45:33,421 - yago11k_0.001.log - [INFO] - [E:46| 100]: Train Loss:0.0014002, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:46:37,760 - yago11k_0.001.log - [INFO] - [E:46| 200]: Train Loss:0.0014046, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:47:42,021 - yago11k_0.001.log - [INFO] - [E:46| 300]: Train Loss:0.0014084, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:48:46,335 - yago11k_0.001.log - [INFO] - [E:46| 400]: Train Loss:0.0014077, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:49:50,646 - yago11k_0.001.log - [INFO] - [E:46| 500]: Train Loss:0.0014083, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:50:54,630 - yago11k_0.001.log - [INFO] - [E:46| 600]: Train Loss:0.0014073, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:50:54,630 - yago11k_0.001.log - [INFO] - [Epoch:46]: Training Loss:0.001407 + +2023-06-11 15:50:54,850 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 15:51:07,159 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 15:51:19,292 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.34568, Head : 0.18739, Avg : 0.26653 + +2023-06-11 15:51:19,292 - yago11k_0.001.log - [INFO] - [Epoch 46]: Training Loss: 0.0014073, Valid MRR: 0.26906, + + + +2023-06-11 15:51:19,940 - yago11k_0.001.log - [INFO] - [E:47| 0]: Train Loss:0.0013648, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:52:24,233 - yago11k_0.001.log - [INFO] - [E:47| 100]: Train Loss:0.0014006, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:53:28,502 - yago11k_0.001.log - [INFO] - [E:47| 200]: Train Loss:0.001398, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:54:32,723 - yago11k_0.001.log - [INFO] - [E:47| 300]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:55:37,089 - yago11k_0.001.log - [INFO] - [E:47| 400]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:56:41,427 - yago11k_0.001.log - [INFO] - [E:47| 500]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:57:45,353 - yago11k_0.001.log - [INFO] - [E:47| 600]: Train Loss:0.0013983, Val MRR:0.26906, yago11k_0.001.log +2023-06-11 15:57:45,353 - yago11k_0.001.log - [INFO] - [Epoch:47]: Training Loss:0.001398 + +2023-06-11 15:57:45,574 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 15:57:57,883 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 15:58:10,025 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.35947, Head : 0.1886, Avg : 0.27403 + +2023-06-11 15:58:11,048 - yago11k_0.001.log - [INFO] - [Epoch 47]: Training Loss: 0.0013983, Valid MRR: 0.27403, + + + +2023-06-11 15:58:11,696 - yago11k_0.001.log - [INFO] - [E:48| 0]: Train Loss:0.0014319, Val MRR:0.27403, yago11k_0.001.log +2023-06-11 15:59:16,073 - yago11k_0.001.log - [INFO] - [E:48| 100]: Train Loss:0.001391, Val MRR:0.27403, yago11k_0.001.log +2023-06-11 16:00:20,386 - yago11k_0.001.log - [INFO] - [E:48| 200]: Train Loss:0.001388, Val MRR:0.27403, yago11k_0.001.log +2023-06-11 16:01:24,785 - yago11k_0.001.log - [INFO] - [E:48| 300]: Train Loss:0.0013902, Val MRR:0.27403, yago11k_0.001.log +2023-06-11 16:02:29,040 - yago11k_0.001.log - [INFO] - [E:48| 400]: Train Loss:0.0013905, Val MRR:0.27403, yago11k_0.001.log +2023-06-11 16:03:33,289 - yago11k_0.001.log - [INFO] - [E:48| 500]: Train Loss:0.0013901, Val MRR:0.27403, yago11k_0.001.log +2023-06-11 16:04:37,128 - yago11k_0.001.log - [INFO] - [E:48| 600]: Train Loss:0.0013911, Val MRR:0.27403, yago11k_0.001.log +2023-06-11 16:04:37,129 - yago11k_0.001.log - [INFO] - [Epoch:48]: Training Loss:0.001391 + +2023-06-11 16:04:37,350 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 16:04:49,671 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 16:05:01,808 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.35894, Head : 0.19248, Avg : 0.27571 + +2023-06-11 16:05:02,808 - yago11k_0.001.log - [INFO] - [Epoch 48]: Training Loss: 0.0013911, Valid MRR: 0.27571, + + + +2023-06-11 16:05:03,459 - yago11k_0.001.log - [INFO] - [E:49| 0]: Train Loss:0.0013308, Val MRR:0.27571, yago11k_0.001.log +2023-06-11 16:06:07,818 - yago11k_0.001.log - [INFO] - [E:49| 100]: Train Loss:0.0013843, Val MRR:0.27571, yago11k_0.001.log +2023-06-11 16:07:12,121 - yago11k_0.001.log - [INFO] - [E:49| 200]: Train Loss:0.0013811, Val MRR:0.27571, yago11k_0.001.log +2023-06-11 16:08:16,461 - yago11k_0.001.log - [INFO] - [E:49| 300]: Train Loss:0.0013847, Val MRR:0.27571, yago11k_0.001.log +2023-06-11 16:09:20,717 - yago11k_0.001.log - [INFO] - [E:49| 400]: Train Loss:0.0013855, Val MRR:0.27571, yago11k_0.001.log +2023-06-11 16:10:25,089 - yago11k_0.001.log - [INFO] - [E:49| 500]: Train Loss:0.0013841, Val MRR:0.27571, yago11k_0.001.log +2023-06-11 16:11:29,002 - yago11k_0.001.log - [INFO] - [E:49| 600]: Train Loss:0.0013829, Val MRR:0.27571, yago11k_0.001.log +2023-06-11 16:11:29,002 - yago11k_0.001.log - [INFO] - [Epoch:49]: Training Loss:0.001383 + +2023-06-11 16:11:29,222 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 16:11:41,526 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 16:11:53,709 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.36109, Head : 0.19619, Avg : 0.27864 + MR: Tail : 298.11, Head : 629.29, Avg : 463.7 + Hit-1: Tail : 0.25979, Head : 0.15046, Avg : 0.20513 + Hit-3: Tail : 0.41053, Head : 0.19116, Avg : 0.30085 + Hit-10: Tail : 0.55891, Head : 0.293, Avg : 0.42595 +2023-06-11 16:11:54,718 - yago11k_0.001.log - [INFO] - [Epoch 49]: Training Loss: 0.0013829, Valid MRR: 0.27864, + + + +2023-06-11 16:11:55,365 - yago11k_0.001.log - [INFO] - [E:50| 0]: Train Loss:0.0013244, Val MRR:0.27864, yago11k_0.001.log +2023-06-11 16:12:59,735 - yago11k_0.001.log - [INFO] - [E:50| 100]: Train Loss:0.0013699, Val MRR:0.27864, yago11k_0.001.log +2023-06-11 16:14:04,052 - yago11k_0.001.log - [INFO] - [E:50| 200]: Train Loss:0.0013722, Val MRR:0.27864, yago11k_0.001.log +2023-06-11 16:15:08,426 - yago11k_0.001.log - [INFO] - [E:50| 300]: Train Loss:0.0013741, Val MRR:0.27864, yago11k_0.001.log +2023-06-11 16:16:12,765 - yago11k_0.001.log - [INFO] - [E:50| 400]: Train Loss:0.0013749, Val MRR:0.27864, yago11k_0.001.log +2023-06-11 16:17:17,126 - yago11k_0.001.log - [INFO] - [E:50| 500]: Train Loss:0.0013751, Val MRR:0.27864, yago11k_0.001.log +2023-06-11 16:18:21,064 - yago11k_0.001.log - [INFO] - [E:50| 600]: Train Loss:0.0013757, Val MRR:0.27864, yago11k_0.001.log +2023-06-11 16:18:21,064 - yago11k_0.001.log - [INFO] - [Epoch:50]: Training Loss:0.001376 + +2023-06-11 16:18:21,284 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 16:18:33,622 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 16:18:45,807 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.36382, Head : 0.19798, Avg : 0.2809 + +2023-06-11 16:18:46,839 - yago11k_0.001.log - [INFO] - [Epoch 50]: Training Loss: 0.0013757, Valid MRR: 0.2809, + + + +2023-06-11 16:18:47,492 - yago11k_0.001.log - [INFO] - [E:51| 0]: Train Loss:0.0013666, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:19:52,195 - yago11k_0.001.log - [INFO] - [E:51| 100]: Train Loss:0.0013667, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:20:57,072 - yago11k_0.001.log - [INFO] - [E:51| 200]: Train Loss:0.0013675, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:22:01,979 - yago11k_0.001.log - [INFO] - [E:51| 300]: Train Loss:0.0013671, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:23:06,800 - yago11k_0.001.log - [INFO] - [E:51| 400]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:24:11,646 - yago11k_0.001.log - [INFO] - [E:51| 500]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:25:16,599 - yago11k_0.001.log - [INFO] - [E:51| 600]: Train Loss:0.0013696, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:25:16,599 - yago11k_0.001.log - [INFO] - [Epoch:51]: Training Loss:0.00137 + +2023-06-11 16:25:16,820 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 16:25:29,155 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 16:25:41,435 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.36128, Head : 0.19581, Avg : 0.27854 + +2023-06-11 16:25:41,435 - yago11k_0.001.log - [INFO] - [Epoch 51]: Training Loss: 0.0013696, Valid MRR: 0.2809, + + + +2023-06-11 16:25:42,148 - yago11k_0.001.log - [INFO] - [E:52| 0]: Train Loss:0.0013417, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:27:26,333 - yago11k_0.001.log - [INFO] - [E:52| 100]: Train Loss:0.0013642, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:29:08,551 - yago11k_0.001.log - [INFO] - [E:52| 200]: Train Loss:0.0013615, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:30:52,274 - yago11k_0.001.log - [INFO] - [E:52| 300]: Train Loss:0.0013645, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:32:37,633 - yago11k_0.001.log - [INFO] - [E:52| 400]: Train Loss:0.0013637, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:34:21,990 - yago11k_0.001.log - [INFO] - [E:52| 500]: Train Loss:0.0013631, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:36:05,788 - yago11k_0.001.log - [INFO] - [E:52| 600]: Train Loss:0.0013629, Val MRR:0.2809, yago11k_0.001.log +2023-06-11 16:36:05,788 - yago11k_0.001.log - [INFO] - [Epoch:52]: Training Loss:0.001363 + +2023-06-11 16:36:06,087 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 16:36:25,424 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 16:36:46,164 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.36653, Head : 0.19822, Avg : 0.28238 + +2023-06-11 16:36:47,195 - yago11k_0.001.log - [INFO] - [Epoch 52]: Training Loss: 0.0013629, Valid MRR: 0.28238, + + + +2023-06-11 16:36:48,206 - yago11k_0.001.log - [INFO] - [E:53| 0]: Train Loss:0.0013612, Val MRR:0.28238, yago11k_0.001.log +2023-06-11 16:38:34,728 - yago11k_0.001.log - [INFO] - [E:53| 100]: Train Loss:0.0013537, Val MRR:0.28238, yago11k_0.001.log +2023-06-11 16:40:17,183 - yago11k_0.001.log - [INFO] - [E:53| 200]: Train Loss:0.0013547, Val MRR:0.28238, yago11k_0.001.log +2023-06-11 16:42:04,066 - yago11k_0.001.log - [INFO] - [E:53| 300]: Train Loss:0.0013548, Val MRR:0.28238, yago11k_0.001.log +2023-06-11 16:43:46,651 - yago11k_0.001.log - [INFO] - [E:53| 400]: Train Loss:0.0013554, Val MRR:0.28238, yago11k_0.001.log +2023-06-11 16:45:32,530 - yago11k_0.001.log - [INFO] - [E:53| 500]: Train Loss:0.001355, Val MRR:0.28238, yago11k_0.001.log +2023-06-11 16:47:14,499 - yago11k_0.001.log - [INFO] - [E:53| 600]: Train Loss:0.0013566, Val MRR:0.28238, yago11k_0.001.log +2023-06-11 16:47:14,499 - yago11k_0.001.log - [INFO] - [Epoch:53]: Training Loss:0.001357 + +2023-06-11 16:47:14,916 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 16:47:36,049 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 16:47:56,811 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.37122, Head : 0.20021, Avg : 0.28571 + +2023-06-11 16:47:57,793 - yago11k_0.001.log - [INFO] - [Epoch 53]: Training Loss: 0.0013566, Valid MRR: 0.28571, + + + +2023-06-11 16:47:58,818 - yago11k_0.001.log - [INFO] - [E:54| 0]: Train Loss:0.0013067, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 16:49:43,472 - yago11k_0.001.log - [INFO] - [E:54| 100]: Train Loss:0.0013518, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 16:51:28,536 - yago11k_0.001.log - [INFO] - [E:54| 200]: Train Loss:0.0013497, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 16:53:12,442 - yago11k_0.001.log - [INFO] - [E:54| 300]: Train Loss:0.0013495, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 16:54:58,965 - yago11k_0.001.log - [INFO] - [E:54| 400]: Train Loss:0.0013503, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 16:56:42,758 - yago11k_0.001.log - [INFO] - [E:54| 500]: Train Loss:0.0013493, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 16:58:28,787 - yago11k_0.001.log - [INFO] - [E:54| 600]: Train Loss:0.0013512, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 16:58:28,787 - yago11k_0.001.log - [INFO] - [Epoch:54]: Training Loss:0.001351 + +2023-06-11 16:58:29,214 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 16:58:50,363 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 16:59:11,194 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.36589, Head : 0.20332, Avg : 0.28461 + +2023-06-11 16:59:11,194 - yago11k_0.001.log - [INFO] - [Epoch 54]: Training Loss: 0.0013512, Valid MRR: 0.28571, + + + +2023-06-11 16:59:12,229 - yago11k_0.001.log - [INFO] - [E:55| 0]: Train Loss:0.0013707, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 17:00:55,055 - yago11k_0.001.log - [INFO] - [E:55| 100]: Train Loss:0.0013484, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 17:02:41,546 - yago11k_0.001.log - [INFO] - [E:55| 200]: Train Loss:0.0013464, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 17:04:25,015 - yago11k_0.001.log - [INFO] - [E:55| 300]: Train Loss:0.0013466, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 17:06:11,717 - yago11k_0.001.log - [INFO] - [E:55| 400]: Train Loss:0.001346, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 17:07:54,394 - yago11k_0.001.log - [INFO] - [E:55| 500]: Train Loss:0.0013455, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 17:09:40,137 - yago11k_0.001.log - [INFO] - [E:55| 600]: Train Loss:0.0013453, Val MRR:0.28571, yago11k_0.001.log +2023-06-11 17:09:40,137 - yago11k_0.001.log - [INFO] - [Epoch:55]: Training Loss:0.001345 + +2023-06-11 17:09:40,438 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 17:10:01,683 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 17:10:18,782 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.37269, Head : 0.20251, Avg : 0.2876 + +2023-06-11 17:10:20,044 - yago11k_0.001.log - [INFO] - [Epoch 55]: Training Loss: 0.0013453, Valid MRR: 0.2876, + + + +2023-06-11 17:10:21,051 - yago11k_0.001.log - [INFO] - [E:56| 0]: Train Loss:0.0012799, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:12:07,514 - yago11k_0.001.log - [INFO] - [E:56| 100]: Train Loss:0.0013425, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:13:50,987 - yago11k_0.001.log - [INFO] - [E:56| 200]: Train Loss:0.0013413, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:15:37,523 - yago11k_0.001.log - [INFO] - [E:56| 300]: Train Loss:0.0013389, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:17:20,917 - yago11k_0.001.log - [INFO] - [E:56| 400]: Train Loss:0.001339, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:19:07,666 - yago11k_0.001.log - [INFO] - [E:56| 500]: Train Loss:0.0013388, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:20:50,436 - yago11k_0.001.log - [INFO] - [E:56| 600]: Train Loss:0.0013391, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:20:50,436 - yago11k_0.001.log - [INFO] - [Epoch:56]: Training Loss:0.001339 + +2023-06-11 17:20:50,865 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 17:21:12,008 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 17:21:32,622 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.37002, Head : 0.20462, Avg : 0.28732 + +2023-06-11 17:21:32,622 - yago11k_0.001.log - [INFO] - [Epoch 56]: Training Loss: 0.0013391, Valid MRR: 0.2876, + + + +2023-06-11 17:21:33,685 - yago11k_0.001.log - [INFO] - [E:57| 0]: Train Loss:0.0014582, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:23:20,352 - yago11k_0.001.log - [INFO] - [E:57| 100]: Train Loss:0.0013313, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:25:02,827 - yago11k_0.001.log - [INFO] - [E:57| 200]: Train Loss:0.0013345, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:26:49,153 - yago11k_0.001.log - [INFO] - [E:57| 300]: Train Loss:0.0013358, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:28:32,623 - yago11k_0.001.log - [INFO] - [E:57| 400]: Train Loss:0.0013357, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:30:18,974 - yago11k_0.001.log - [INFO] - [E:57| 500]: Train Loss:0.0013351, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:32:01,217 - yago11k_0.001.log - [INFO] - [E:57| 600]: Train Loss:0.0013349, Val MRR:0.2876, yago11k_0.001.log +2023-06-11 17:32:01,218 - yago11k_0.001.log - [INFO] - [Epoch:57]: Training Loss:0.001335 + +2023-06-11 17:32:01,585 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 17:32:22,472 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 17:32:43,229 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.37077, Head : 0.20704, Avg : 0.2889 + +2023-06-11 17:32:44,179 - yago11k_0.001.log - [INFO] - [Epoch 57]: Training Loss: 0.0013349, Valid MRR: 0.2889, + + + +2023-06-11 17:32:45,198 - yago11k_0.001.log - [INFO] - [E:58| 0]: Train Loss:0.0013804, Val MRR:0.2889, yago11k_0.001.log +2023-06-11 17:34:28,707 - yago11k_0.001.log - [INFO] - [E:58| 100]: Train Loss:0.001331, Val MRR:0.2889, yago11k_0.001.log +2023-06-11 17:36:15,395 - yago11k_0.001.log - [INFO] - [E:58| 200]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_0.001.log +2023-06-11 17:37:58,725 - yago11k_0.001.log - [INFO] - [E:58| 300]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_0.001.log +2023-06-11 17:39:45,243 - yago11k_0.001.log - [INFO] - [E:58| 400]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_0.001.log +2023-06-11 17:41:28,893 - yago11k_0.001.log - [INFO] - [E:58| 500]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_0.001.log +2023-06-11 17:43:14,888 - yago11k_0.001.log - [INFO] - [E:58| 600]: Train Loss:0.0013296, Val MRR:0.2889, yago11k_0.001.log +2023-06-11 17:43:14,888 - yago11k_0.001.log - [INFO] - [Epoch:58]: Training Loss:0.00133 + +2023-06-11 17:43:15,235 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 17:43:36,318 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 17:43:57,194 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.37109, Head : 0.21075, Avg : 0.29092 + +2023-06-11 17:43:58,165 - yago11k_0.001.log - [INFO] - [Epoch 58]: Training Loss: 0.0013296, Valid MRR: 0.29092, + + + +2023-06-11 17:43:59,238 - yago11k_0.001.log - [INFO] - [E:59| 0]: Train Loss:0.0012828, Val MRR:0.29092, yago11k_0.001.log +2023-06-11 17:45:43,072 - yago11k_0.001.log - [INFO] - [E:59| 100]: Train Loss:0.0013262, Val MRR:0.29092, yago11k_0.001.log +2023-06-11 17:47:29,414 - yago11k_0.001.log - [INFO] - [E:59| 200]: Train Loss:0.001323, Val MRR:0.29092, yago11k_0.001.log +2023-06-11 17:49:13,661 - yago11k_0.001.log - [INFO] - [E:59| 300]: Train Loss:0.0013245, Val MRR:0.29092, yago11k_0.001.log +2023-06-11 17:50:58,948 - yago11k_0.001.log - [INFO] - [E:59| 400]: Train Loss:0.0013248, Val MRR:0.29092, yago11k_0.001.log +2023-06-11 17:52:25,707 - yago11k_0.001.log - [INFO] - [E:59| 500]: Train Loss:0.0013239, Val MRR:0.29092, yago11k_0.001.log +2023-06-11 17:53:29,510 - yago11k_0.001.log - [INFO] - [E:59| 600]: Train Loss:0.0013252, Val MRR:0.29092, yago11k_0.001.log +2023-06-11 17:53:29,511 - yago11k_0.001.log - [INFO] - [Epoch:59]: Training Loss:0.001325 + +2023-06-11 17:53:29,731 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 17:53:42,054 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 17:53:54,255 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.37309, Head : 0.21263, Avg : 0.29286 + MR: Tail : 299.61, Head : 632.74, Avg : 466.18 + Hit-1: Tail : 0.26785, Head : 0.16977, Avg : 0.21881 + Hit-3: Tail : 0.4372, Head : 0.20381, Avg : 0.32051 + Hit-10: Tail : 0.55821, Head : 0.29675, Avg : 0.42748 +2023-06-11 17:53:55,315 - yago11k_0.001.log - [INFO] - [Epoch 59]: Training Loss: 0.0013252, Valid MRR: 0.29286, + + + +2023-06-11 17:53:55,962 - yago11k_0.001.log - [INFO] - [E:60| 0]: Train Loss:0.0012939, Val MRR:0.29286, yago11k_0.001.log +2023-06-11 17:55:00,188 - yago11k_0.001.log - [INFO] - [E:60| 100]: Train Loss:0.0013179, Val MRR:0.29286, yago11k_0.001.log +2023-06-11 17:56:04,438 - yago11k_0.001.log - [INFO] - [E:60| 200]: Train Loss:0.0013213, Val MRR:0.29286, yago11k_0.001.log +2023-06-11 17:57:08,777 - yago11k_0.001.log - [INFO] - [E:60| 300]: Train Loss:0.0013189, Val MRR:0.29286, yago11k_0.001.log +2023-06-11 17:58:13,038 - yago11k_0.001.log - [INFO] - [E:60| 400]: Train Loss:0.0013194, Val MRR:0.29286, yago11k_0.001.log +2023-06-11 17:59:17,403 - yago11k_0.001.log - [INFO] - [E:60| 500]: Train Loss:0.0013195, Val MRR:0.29286, yago11k_0.001.log +2023-06-11 18:00:21,250 - yago11k_0.001.log - [INFO] - [E:60| 600]: Train Loss:0.0013202, Val MRR:0.29286, yago11k_0.001.log +2023-06-11 18:00:21,250 - yago11k_0.001.log - [INFO] - [Epoch:60]: Training Loss:0.00132 + +2023-06-11 18:00:21,470 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 18:00:33,823 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 18:00:46,025 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.37724, Head : 0.21167, Avg : 0.29446 + +2023-06-11 18:00:47,031 - yago11k_0.001.log - [INFO] - [Epoch 60]: Training Loss: 0.0013202, Valid MRR: 0.29446, + + + +2023-06-11 18:00:47,680 - yago11k_0.001.log - [INFO] - [E:61| 0]: Train Loss:0.0013194, Val MRR:0.29446, yago11k_0.001.log +2023-06-11 18:01:51,899 - yago11k_0.001.log - [INFO] - [E:61| 100]: Train Loss:0.0013152, Val MRR:0.29446, yago11k_0.001.log +2023-06-11 18:02:56,251 - yago11k_0.001.log - [INFO] - [E:61| 200]: Train Loss:0.0013164, Val MRR:0.29446, yago11k_0.001.log +2023-06-11 18:04:00,521 - yago11k_0.001.log - [INFO] - [E:61| 300]: Train Loss:0.0013149, Val MRR:0.29446, yago11k_0.001.log +2023-06-11 18:05:04,914 - yago11k_0.001.log - [INFO] - [E:61| 400]: Train Loss:0.001316, Val MRR:0.29446, yago11k_0.001.log +2023-06-11 18:06:09,124 - yago11k_0.001.log - [INFO] - [E:61| 500]: Train Loss:0.0013162, Val MRR:0.29446, yago11k_0.001.log +2023-06-11 18:07:12,976 - yago11k_0.001.log - [INFO] - [E:61| 600]: Train Loss:0.0013165, Val MRR:0.29446, yago11k_0.001.log +2023-06-11 18:07:12,976 - yago11k_0.001.log - [INFO] - [Epoch:61]: Training Loss:0.001316 + +2023-06-11 18:07:13,196 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 18:07:25,509 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 18:07:37,651 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.37716, Head : 0.21371, Avg : 0.29543 + +2023-06-11 18:07:38,619 - yago11k_0.001.log - [INFO] - [Epoch 61]: Training Loss: 0.0013165, Valid MRR: 0.29543, + + + +2023-06-11 18:07:39,266 - yago11k_0.001.log - [INFO] - [E:62| 0]: Train Loss:0.0012647, Val MRR:0.29543, yago11k_0.001.log +2023-06-11 18:08:43,565 - yago11k_0.001.log - [INFO] - [E:62| 100]: Train Loss:0.0013064, Val MRR:0.29543, yago11k_0.001.log +2023-06-11 18:09:47,951 - yago11k_0.001.log - [INFO] - [E:62| 200]: Train Loss:0.0013097, Val MRR:0.29543, yago11k_0.001.log +2023-06-11 18:10:52,255 - yago11k_0.001.log - [INFO] - [E:62| 300]: Train Loss:0.0013098, Val MRR:0.29543, yago11k_0.001.log +2023-06-11 18:11:56,564 - yago11k_0.001.log - [INFO] - [E:62| 400]: Train Loss:0.0013117, Val MRR:0.29543, yago11k_0.001.log +2023-06-11 18:13:00,818 - yago11k_0.001.log - [INFO] - [E:62| 500]: Train Loss:0.0013132, Val MRR:0.29543, yago11k_0.001.log +2023-06-11 18:14:04,826 - yago11k_0.001.log - [INFO] - [E:62| 600]: Train Loss:0.0013123, Val MRR:0.29543, yago11k_0.001.log +2023-06-11 18:14:04,826 - yago11k_0.001.log - [INFO] - [Epoch:62]: Training Loss:0.001312 + +2023-06-11 18:14:05,047 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 18:14:17,378 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 18:14:29,548 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.37823, Head : 0.2155, Avg : 0.29686 + +2023-06-11 18:14:30,536 - yago11k_0.001.log - [INFO] - [Epoch 62]: Training Loss: 0.0013123, Valid MRR: 0.29686, + + + +2023-06-11 18:14:31,185 - yago11k_0.001.log - [INFO] - [E:63| 0]: Train Loss:0.0013029, Val MRR:0.29686, yago11k_0.001.log +2023-06-11 18:15:35,574 - yago11k_0.001.log - [INFO] - [E:63| 100]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_0.001.log +2023-06-11 18:16:39,878 - yago11k_0.001.log - [INFO] - [E:63| 200]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_0.001.log +2023-06-11 18:17:44,139 - yago11k_0.001.log - [INFO] - [E:63| 300]: Train Loss:0.0013063, Val MRR:0.29686, yago11k_0.001.log +2023-06-11 18:18:48,485 - yago11k_0.001.log - [INFO] - [E:63| 400]: Train Loss:0.0013079, Val MRR:0.29686, yago11k_0.001.log +2023-06-11 18:19:52,847 - yago11k_0.001.log - [INFO] - [E:63| 500]: Train Loss:0.0013074, Val MRR:0.29686, yago11k_0.001.log +2023-06-11 18:20:56,753 - yago11k_0.001.log - [INFO] - [E:63| 600]: Train Loss:0.0013078, Val MRR:0.29686, yago11k_0.001.log +2023-06-11 18:20:56,753 - yago11k_0.001.log - [INFO] - [Epoch:63]: Training Loss:0.001308 + +2023-06-11 18:20:56,973 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 18:21:09,323 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 18:21:21,499 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.37956, Head : 0.21526, Avg : 0.29741 + +2023-06-11 18:21:22,480 - yago11k_0.001.log - [INFO] - [Epoch 63]: Training Loss: 0.0013078, Valid MRR: 0.29741, + + + +2023-06-11 18:21:23,128 - yago11k_0.001.log - [INFO] - [E:64| 0]: Train Loss:0.0012802, Val MRR:0.29741, yago11k_0.001.log +2023-06-11 18:22:27,538 - yago11k_0.001.log - [INFO] - [E:64| 100]: Train Loss:0.0012992, Val MRR:0.29741, yago11k_0.001.log +2023-06-11 18:23:31,898 - yago11k_0.001.log - [INFO] - [E:64| 200]: Train Loss:0.0012998, Val MRR:0.29741, yago11k_0.001.log +2023-06-11 18:24:36,320 - yago11k_0.001.log - [INFO] - [E:64| 300]: Train Loss:0.0013012, Val MRR:0.29741, yago11k_0.001.log +2023-06-11 18:25:40,704 - yago11k_0.001.log - [INFO] - [E:64| 400]: Train Loss:0.0013027, Val MRR:0.29741, yago11k_0.001.log +2023-06-11 18:26:45,101 - yago11k_0.001.log - [INFO] - [E:64| 500]: Train Loss:0.0013031, Val MRR:0.29741, yago11k_0.001.log +2023-06-11 18:27:49,003 - yago11k_0.001.log - [INFO] - [E:64| 600]: Train Loss:0.0013042, Val MRR:0.29741, yago11k_0.001.log +2023-06-11 18:27:49,003 - yago11k_0.001.log - [INFO] - [Epoch:64]: Training Loss:0.001304 + +2023-06-11 18:27:49,224 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 18:28:01,562 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 18:28:13,738 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.38586, Head : 0.21675, Avg : 0.30131 + +2023-06-11 18:28:14,714 - yago11k_0.001.log - [INFO] - [Epoch 64]: Training Loss: 0.0013042, Valid MRR: 0.30131, + + + +2023-06-11 18:28:15,365 - yago11k_0.001.log - [INFO] - [E:65| 0]: Train Loss:0.0013265, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:29:19,764 - yago11k_0.001.log - [INFO] - [E:65| 100]: Train Loss:0.0013001, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:30:24,160 - yago11k_0.001.log - [INFO] - [E:65| 200]: Train Loss:0.001298, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:31:28,452 - yago11k_0.001.log - [INFO] - [E:65| 300]: Train Loss:0.0012979, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:32:32,761 - yago11k_0.001.log - [INFO] - [E:65| 400]: Train Loss:0.0012983, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:33:37,111 - yago11k_0.001.log - [INFO] - [E:65| 500]: Train Loss:0.001299, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:34:41,016 - yago11k_0.001.log - [INFO] - [E:65| 600]: Train Loss:0.0013002, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:34:41,017 - yago11k_0.001.log - [INFO] - [Epoch:65]: Training Loss:0.0013 + +2023-06-11 18:34:41,237 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 18:34:53,576 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 18:35:05,785 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.38324, Head : 0.21893, Avg : 0.30109 + +2023-06-11 18:35:05,785 - yago11k_0.001.log - [INFO] - [Epoch 65]: Training Loss: 0.0013002, Valid MRR: 0.30131, + + + +2023-06-11 18:35:06,436 - yago11k_0.001.log - [INFO] - [E:66| 0]: Train Loss:0.0013307, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:36:10,731 - yago11k_0.001.log - [INFO] - [E:66| 100]: Train Loss:0.0012968, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:37:15,035 - yago11k_0.001.log - [INFO] - [E:66| 200]: Train Loss:0.0012937, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:38:19,442 - yago11k_0.001.log - [INFO] - [E:66| 300]: Train Loss:0.0012953, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:39:23,841 - yago11k_0.001.log - [INFO] - [E:66| 400]: Train Loss:0.0012966, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:40:28,146 - yago11k_0.001.log - [INFO] - [E:66| 500]: Train Loss:0.0012956, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:41:32,040 - yago11k_0.001.log - [INFO] - [E:66| 600]: Train Loss:0.0012963, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:41:32,041 - yago11k_0.001.log - [INFO] - [Epoch:66]: Training Loss:0.001296 + +2023-06-11 18:41:32,260 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 18:41:44,656 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 18:41:56,839 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.38422, Head : 0.21674, Avg : 0.30048 + +2023-06-11 18:41:56,839 - yago11k_0.001.log - [INFO] - [Epoch 66]: Training Loss: 0.0012963, Valid MRR: 0.30131, + + + +2023-06-11 18:41:57,488 - yago11k_0.001.log - [INFO] - [E:67| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:43:01,762 - yago11k_0.001.log - [INFO] - [E:67| 100]: Train Loss:0.0012928, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:44:06,066 - yago11k_0.001.log - [INFO] - [E:67| 200]: Train Loss:0.0012903, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:45:10,397 - yago11k_0.001.log - [INFO] - [E:67| 300]: Train Loss:0.0012914, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:46:14,678 - yago11k_0.001.log - [INFO] - [E:67| 400]: Train Loss:0.0012926, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:47:18,944 - yago11k_0.001.log - [INFO] - [E:67| 500]: Train Loss:0.001292, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:48:22,826 - yago11k_0.001.log - [INFO] - [E:67| 600]: Train Loss:0.0012923, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:48:22,826 - yago11k_0.001.log - [INFO] - [Epoch:67]: Training Loss:0.001292 + +2023-06-11 18:48:23,046 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 18:48:35,359 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 18:48:47,506 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.38346, Head : 0.21883, Avg : 0.30115 + +2023-06-11 18:48:47,506 - yago11k_0.001.log - [INFO] - [Epoch 67]: Training Loss: 0.0012923, Valid MRR: 0.30131, + + + +2023-06-11 18:48:48,154 - yago11k_0.001.log - [INFO] - [E:68| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:49:52,407 - yago11k_0.001.log - [INFO] - [E:68| 100]: Train Loss:0.0012932, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:50:56,778 - yago11k_0.001.log - [INFO] - [E:68| 200]: Train Loss:0.0012919, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:52:01,057 - yago11k_0.001.log - [INFO] - [E:68| 300]: Train Loss:0.0012902, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:53:05,343 - yago11k_0.001.log - [INFO] - [E:68| 400]: Train Loss:0.0012899, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:54:09,695 - yago11k_0.001.log - [INFO] - [E:68| 500]: Train Loss:0.0012895, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:55:13,561 - yago11k_0.001.log - [INFO] - [E:68| 600]: Train Loss:0.0012894, Val MRR:0.30131, yago11k_0.001.log +2023-06-11 18:55:13,561 - yago11k_0.001.log - [INFO] - [Epoch:68]: Training Loss:0.001289 + +2023-06-11 18:55:13,780 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 18:55:26,088 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 18:55:38,222 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.38724, Head : 0.21907, Avg : 0.30315 + +2023-06-11 18:55:39,181 - yago11k_0.001.log - [INFO] - [Epoch 68]: Training Loss: 0.0012894, Valid MRR: 0.30315, + + + +2023-06-11 18:55:39,828 - yago11k_0.001.log - [INFO] - [E:69| 0]: Train Loss:0.0012858, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 18:56:44,166 - yago11k_0.001.log - [INFO] - [E:69| 100]: Train Loss:0.0012899, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 18:57:48,426 - yago11k_0.001.log - [INFO] - [E:69| 200]: Train Loss:0.0012878, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 18:58:52,652 - yago11k_0.001.log - [INFO] - [E:69| 300]: Train Loss:0.0012871, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 18:59:56,955 - yago11k_0.001.log - [INFO] - [E:69| 400]: Train Loss:0.0012868, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:01:01,332 - yago11k_0.001.log - [INFO] - [E:69| 500]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:02:05,112 - yago11k_0.001.log - [INFO] - [E:69| 600]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:02:05,113 - yago11k_0.001.log - [INFO] - [Epoch:69]: Training Loss:0.001286 + +2023-06-11 19:02:05,332 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 19:02:17,631 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 19:02:29,762 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.38295, Head : 0.22008, Avg : 0.30151 + MR: Tail : 264.92, Head : 640.25, Avg : 452.58 + Hit-1: Tail : 0.28119, Head : 0.17644, Avg : 0.22881 + Hit-3: Tail : 0.43846, Head : 0.21353, Avg : 0.32599 + Hit-10: Tail : 0.57141, Head : 0.3062, Avg : 0.4388 +2023-06-11 19:02:29,762 - yago11k_0.001.log - [INFO] - [Epoch 69]: Training Loss: 0.0012864, Valid MRR: 0.30315, + + + +2023-06-11 19:02:30,410 - yago11k_0.001.log - [INFO] - [E:70| 0]: Train Loss:0.0012876, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:03:34,729 - yago11k_0.001.log - [INFO] - [E:70| 100]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:04:38,973 - yago11k_0.001.log - [INFO] - [E:70| 200]: Train Loss:0.0012791, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:05:43,278 - yago11k_0.001.log - [INFO] - [E:70| 300]: Train Loss:0.00128, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:06:47,526 - yago11k_0.001.log - [INFO] - [E:70| 400]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:07:51,776 - yago11k_0.001.log - [INFO] - [E:70| 500]: Train Loss:0.0012815, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:08:55,644 - yago11k_0.001.log - [INFO] - [E:70| 600]: Train Loss:0.0012824, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:08:55,644 - yago11k_0.001.log - [INFO] - [Epoch:70]: Training Loss:0.001282 + +2023-06-11 19:08:55,863 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 19:09:08,155 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 19:09:20,288 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.38204, Head : 0.22024, Avg : 0.30114 + +2023-06-11 19:09:20,288 - yago11k_0.001.log - [INFO] - [Epoch 70]: Training Loss: 0.0012824, Valid MRR: 0.30315, + + + +2023-06-11 19:09:20,936 - yago11k_0.001.log - [INFO] - [E:71| 0]: Train Loss:0.0013377, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:10:25,331 - yago11k_0.001.log - [INFO] - [E:71| 100]: Train Loss:0.0012822, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:11:29,644 - yago11k_0.001.log - [INFO] - [E:71| 200]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:12:33,924 - yago11k_0.001.log - [INFO] - [E:71| 300]: Train Loss:0.001279, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:13:38,265 - yago11k_0.001.log - [INFO] - [E:71| 400]: Train Loss:0.0012809, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:14:42,557 - yago11k_0.001.log - [INFO] - [E:71| 500]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:15:46,452 - yago11k_0.001.log - [INFO] - [E:71| 600]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_0.001.log +2023-06-11 19:15:46,453 - yago11k_0.001.log - [INFO] - [Epoch:71]: Training Loss:0.00128 + +2023-06-11 19:15:46,677 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 19:15:59,020 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 19:16:11,195 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.38762, Head : 0.22035, Avg : 0.30398 + +2023-06-11 19:16:12,153 - yago11k_0.001.log - [INFO] - [Epoch 71]: Training Loss: 0.0012796, Valid MRR: 0.30398, + + + +2023-06-11 19:16:12,800 - yago11k_0.001.log - [INFO] - [E:72| 0]: Train Loss:0.00129, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:17:17,092 - yago11k_0.001.log - [INFO] - [E:72| 100]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:18:21,444 - yago11k_0.001.log - [INFO] - [E:72| 200]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:19:25,708 - yago11k_0.001.log - [INFO] - [E:72| 300]: Train Loss:0.0012746, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:20:29,988 - yago11k_0.001.log - [INFO] - [E:72| 400]: Train Loss:0.0012751, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:21:34,175 - yago11k_0.001.log - [INFO] - [E:72| 500]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:22:37,976 - yago11k_0.001.log - [INFO] - [E:72| 600]: Train Loss:0.0012767, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:22:37,976 - yago11k_0.001.log - [INFO] - [Epoch:72]: Training Loss:0.001277 + +2023-06-11 19:22:38,195 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 19:22:50,495 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 19:23:02,644 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.38376, Head : 0.22308, Avg : 0.30342 + +2023-06-11 19:23:02,644 - yago11k_0.001.log - [INFO] - [Epoch 72]: Training Loss: 0.0012767, Valid MRR: 0.30398, + + + +2023-06-11 19:23:03,293 - yago11k_0.001.log - [INFO] - [E:73| 0]: Train Loss:0.0012608, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:24:07,483 - yago11k_0.001.log - [INFO] - [E:73| 100]: Train Loss:0.0012689, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:25:11,775 - yago11k_0.001.log - [INFO] - [E:73| 200]: Train Loss:0.0012724, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:26:15,999 - yago11k_0.001.log - [INFO] - [E:73| 300]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:27:20,354 - yago11k_0.001.log - [INFO] - [E:73| 400]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:28:24,627 - yago11k_0.001.log - [INFO] - [E:73| 500]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:29:28,554 - yago11k_0.001.log - [INFO] - [E:73| 600]: Train Loss:0.0012741, Val MRR:0.30398, yago11k_0.001.log +2023-06-11 19:29:28,554 - yago11k_0.001.log - [INFO] - [Epoch:73]: Training Loss:0.001274 + +2023-06-11 19:29:28,774 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 19:29:41,100 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 19:29:53,266 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.38495, Head : 0.22347, Avg : 0.30421 + +2023-06-11 19:29:54,218 - yago11k_0.001.log - [INFO] - [Epoch 73]: Training Loss: 0.0012741, Valid MRR: 0.30421, + + + +2023-06-11 19:29:54,865 - yago11k_0.001.log - [INFO] - [E:74| 0]: Train Loss:0.0012588, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:30:59,061 - yago11k_0.001.log - [INFO] - [E:74| 100]: Train Loss:0.0012743, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:32:03,349 - yago11k_0.001.log - [INFO] - [E:74| 200]: Train Loss:0.0012729, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:33:07,695 - yago11k_0.001.log - [INFO] - [E:74| 300]: Train Loss:0.0012719, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:34:11,928 - yago11k_0.001.log - [INFO] - [E:74| 400]: Train Loss:0.0012711, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:35:16,301 - yago11k_0.001.log - [INFO] - [E:74| 500]: Train Loss:0.0012708, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:36:20,156 - yago11k_0.001.log - [INFO] - [E:74| 600]: Train Loss:0.0012712, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:36:20,157 - yago11k_0.001.log - [INFO] - [Epoch:74]: Training Loss:0.001271 + +2023-06-11 19:36:20,376 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 19:36:32,700 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 19:36:44,826 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.38612, Head : 0.22196, Avg : 0.30404 + +2023-06-11 19:36:44,826 - yago11k_0.001.log - [INFO] - [Epoch 74]: Training Loss: 0.0012712, Valid MRR: 0.30421, + + + +2023-06-11 19:36:45,475 - yago11k_0.001.log - [INFO] - [E:75| 0]: Train Loss:0.0012754, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:37:49,744 - yago11k_0.001.log - [INFO] - [E:75| 100]: Train Loss:0.0012623, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:38:54,013 - yago11k_0.001.log - [INFO] - [E:75| 200]: Train Loss:0.0012659, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:39:58,395 - yago11k_0.001.log - [INFO] - [E:75| 300]: Train Loss:0.0012669, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:41:02,691 - yago11k_0.001.log - [INFO] - [E:75| 400]: Train Loss:0.001268, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:42:06,993 - yago11k_0.001.log - [INFO] - [E:75| 500]: Train Loss:0.0012684, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:43:10,816 - yago11k_0.001.log - [INFO] - [E:75| 600]: Train Loss:0.0012687, Val MRR:0.30421, yago11k_0.001.log +2023-06-11 19:43:10,816 - yago11k_0.001.log - [INFO] - [Epoch:75]: Training Loss:0.001269 + +2023-06-11 19:43:11,036 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 19:43:23,330 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 19:43:35,443 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.39155, Head : 0.22337, Avg : 0.30746 + +2023-06-11 19:43:36,395 - yago11k_0.001.log - [INFO] - [Epoch 75]: Training Loss: 0.0012687, Valid MRR: 0.30746, + + + +2023-06-11 19:43:37,041 - yago11k_0.001.log - [INFO] - [E:76| 0]: Train Loss:0.0012586, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:44:41,380 - yago11k_0.001.log - [INFO] - [E:76| 100]: Train Loss:0.0012638, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:45:45,659 - yago11k_0.001.log - [INFO] - [E:76| 200]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:46:50,049 - yago11k_0.001.log - [INFO] - [E:76| 300]: Train Loss:0.0012641, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:47:54,244 - yago11k_0.001.log - [INFO] - [E:76| 400]: Train Loss:0.0012633, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:48:58,577 - yago11k_0.001.log - [INFO] - [E:76| 500]: Train Loss:0.0012652, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:50:02,394 - yago11k_0.001.log - [INFO] - [E:76| 600]: Train Loss:0.0012653, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:50:02,394 - yago11k_0.001.log - [INFO] - [Epoch:76]: Training Loss:0.001265 + +2023-06-11 19:50:02,614 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 19:50:14,947 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 19:50:27,135 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.38713, Head : 0.22238, Avg : 0.30476 + +2023-06-11 19:50:27,135 - yago11k_0.001.log - [INFO] - [Epoch 76]: Training Loss: 0.0012653, Valid MRR: 0.30746, + + + +2023-06-11 19:50:27,784 - yago11k_0.001.log - [INFO] - [E:77| 0]: Train Loss:0.0012384, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:51:32,068 - yago11k_0.001.log - [INFO] - [E:77| 100]: Train Loss:0.0012645, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:52:36,443 - yago11k_0.001.log - [INFO] - [E:77| 200]: Train Loss:0.0012657, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:53:40,739 - yago11k_0.001.log - [INFO] - [E:77| 300]: Train Loss:0.0012632, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:54:45,086 - yago11k_0.001.log - [INFO] - [E:77| 400]: Train Loss:0.001263, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:55:49,253 - yago11k_0.001.log - [INFO] - [E:77| 500]: Train Loss:0.0012628, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:56:53,127 - yago11k_0.001.log - [INFO] - [E:77| 600]: Train Loss:0.001263, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:56:53,128 - yago11k_0.001.log - [INFO] - [Epoch:77]: Training Loss:0.001263 + +2023-06-11 19:56:53,348 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 19:57:05,639 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 19:57:17,756 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.38781, Head : 0.22324, Avg : 0.30553 + +2023-06-11 19:57:17,756 - yago11k_0.001.log - [INFO] - [Epoch 77]: Training Loss: 0.001263, Valid MRR: 0.30746, + + + +2023-06-11 19:57:18,403 - yago11k_0.001.log - [INFO] - [E:78| 0]: Train Loss:0.0012587, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:58:22,587 - yago11k_0.001.log - [INFO] - [E:78| 100]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 19:59:26,833 - yago11k_0.001.log - [INFO] - [E:78| 200]: Train Loss:0.0012612, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:00:30,998 - yago11k_0.001.log - [INFO] - [E:78| 300]: Train Loss:0.0012603, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:01:35,221 - yago11k_0.001.log - [INFO] - [E:78| 400]: Train Loss:0.001259, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:02:39,467 - yago11k_0.001.log - [INFO] - [E:78| 500]: Train Loss:0.0012592, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:03:43,340 - yago11k_0.001.log - [INFO] - [E:78| 600]: Train Loss:0.00126, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:03:43,341 - yago11k_0.001.log - [INFO] - [Epoch:78]: Training Loss:0.00126 + +2023-06-11 20:03:43,561 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 20:03:55,866 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 20:04:07,991 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.38931, Head : 0.22264, Avg : 0.30597 + +2023-06-11 20:04:07,991 - yago11k_0.001.log - [INFO] - [Epoch 78]: Training Loss: 0.00126, Valid MRR: 0.30746, + + + +2023-06-11 20:04:08,640 - yago11k_0.001.log - [INFO] - [E:79| 0]: Train Loss:0.0012157, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:05:12,893 - yago11k_0.001.log - [INFO] - [E:79| 100]: Train Loss:0.0012562, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:06:17,177 - yago11k_0.001.log - [INFO] - [E:79| 200]: Train Loss:0.001256, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:07:21,524 - yago11k_0.001.log - [INFO] - [E:79| 300]: Train Loss:0.0012556, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:08:25,817 - yago11k_0.001.log - [INFO] - [E:79| 400]: Train Loss:0.0012564, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:09:30,096 - yago11k_0.001.log - [INFO] - [E:79| 500]: Train Loss:0.0012572, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:10:33,976 - yago11k_0.001.log - [INFO] - [E:79| 600]: Train Loss:0.0012582, Val MRR:0.30746, yago11k_0.001.log +2023-06-11 20:10:33,976 - yago11k_0.001.log - [INFO] - [Epoch:79]: Training Loss:0.001258 + +2023-06-11 20:10:34,195 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 20:10:46,503 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 20:10:58,639 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.3909, Head : 0.2246, Avg : 0.30775 + MR: Tail : 304.12, Head : 657.52, Avg : 480.82 + Hit-1: Tail : 0.29272, Head : 0.18144, Avg : 0.23708 + Hit-3: Tail : 0.43943, Head : 0.21645, Avg : 0.32794 + Hit-10: Tail : 0.58155, Head : 0.31231, Avg : 0.44693 +2023-06-11 20:10:59,616 - yago11k_0.001.log - [INFO] - [Epoch 79]: Training Loss: 0.0012582, Valid MRR: 0.30775, + + + +2023-06-11 20:11:00,268 - yago11k_0.001.log - [INFO] - [E:80| 0]: Train Loss:0.0012311, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:12:04,617 - yago11k_0.001.log - [INFO] - [E:80| 100]: Train Loss:0.0012525, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:13:08,810 - yago11k_0.001.log - [INFO] - [E:80| 200]: Train Loss:0.0012517, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:14:13,107 - yago11k_0.001.log - [INFO] - [E:80| 300]: Train Loss:0.0012544, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:15:17,314 - yago11k_0.001.log - [INFO] - [E:80| 400]: Train Loss:0.0012553, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:16:21,613 - yago11k_0.001.log - [INFO] - [E:80| 500]: Train Loss:0.0012551, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:17:25,457 - yago11k_0.001.log - [INFO] - [E:80| 600]: Train Loss:0.0012556, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:17:25,457 - yago11k_0.001.log - [INFO] - [Epoch:80]: Training Loss:0.001256 + +2023-06-11 20:17:25,677 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 20:17:37,967 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 20:17:50,092 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.38552, Head : 0.22465, Avg : 0.30508 + +2023-06-11 20:17:50,092 - yago11k_0.001.log - [INFO] - [Epoch 80]: Training Loss: 0.0012556, Valid MRR: 0.30775, + + + +2023-06-11 20:17:50,743 - yago11k_0.001.log - [INFO] - [E:81| 0]: Train Loss:0.0012571, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:18:55,074 - yago11k_0.001.log - [INFO] - [E:81| 100]: Train Loss:0.0012515, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:19:59,354 - yago11k_0.001.log - [INFO] - [E:81| 200]: Train Loss:0.0012519, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:21:03,642 - yago11k_0.001.log - [INFO] - [E:81| 300]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:22:07,923 - yago11k_0.001.log - [INFO] - [E:81| 400]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:23:12,152 - yago11k_0.001.log - [INFO] - [E:81| 500]: Train Loss:0.0012526, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:24:15,937 - yago11k_0.001.log - [INFO] - [E:81| 600]: Train Loss:0.0012528, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:24:15,937 - yago11k_0.001.log - [INFO] - [Epoch:81]: Training Loss:0.001253 + +2023-06-11 20:24:16,156 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 20:24:28,482 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 20:24:40,679 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.38942, Head : 0.22444, Avg : 0.30693 + +2023-06-11 20:24:40,679 - yago11k_0.001.log - [INFO] - [Epoch 81]: Training Loss: 0.0012528, Valid MRR: 0.30775, + + + +2023-06-11 20:24:41,326 - yago11k_0.001.log - [INFO] - [E:82| 0]: Train Loss:0.0012708, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:25:45,616 - yago11k_0.001.log - [INFO] - [E:82| 100]: Train Loss:0.001247, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:26:49,965 - yago11k_0.001.log - [INFO] - [E:82| 200]: Train Loss:0.0012485, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:27:54,092 - yago11k_0.001.log - [INFO] - [E:82| 300]: Train Loss:0.0012496, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:28:58,317 - yago11k_0.001.log - [INFO] - [E:82| 400]: Train Loss:0.0012501, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:30:02,574 - yago11k_0.001.log - [INFO] - [E:82| 500]: Train Loss:0.0012512, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:31:06,400 - yago11k_0.001.log - [INFO] - [E:82| 600]: Train Loss:0.001251, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:31:06,401 - yago11k_0.001.log - [INFO] - [Epoch:82]: Training Loss:0.001251 + +2023-06-11 20:31:06,626 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 20:31:18,932 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 20:31:31,053 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.38967, Head : 0.22482, Avg : 0.30724 + +2023-06-11 20:31:31,053 - yago11k_0.001.log - [INFO] - [Epoch 82]: Training Loss: 0.001251, Valid MRR: 0.30775, + + + +2023-06-11 20:31:31,700 - yago11k_0.001.log - [INFO] - [E:83| 0]: Train Loss:0.0012854, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:32:35,908 - yago11k_0.001.log - [INFO] - [E:83| 100]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:33:40,166 - yago11k_0.001.log - [INFO] - [E:83| 200]: Train Loss:0.0012471, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:34:44,392 - yago11k_0.001.log - [INFO] - [E:83| 300]: Train Loss:0.0012457, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:35:48,717 - yago11k_0.001.log - [INFO] - [E:83| 400]: Train Loss:0.0012468, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:36:52,960 - yago11k_0.001.log - [INFO] - [E:83| 500]: Train Loss:0.0012479, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:37:56,815 - yago11k_0.001.log - [INFO] - [E:83| 600]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_0.001.log +2023-06-11 20:37:56,815 - yago11k_0.001.log - [INFO] - [Epoch:83]: Training Loss:0.001248 + +2023-06-11 20:37:57,037 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 20:38:09,352 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 20:38:21,474 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.39523, Head : 0.22374, Avg : 0.30948 + +2023-06-11 20:38:22,434 - yago11k_0.001.log - [INFO] - [Epoch 83]: Training Loss: 0.0012484, Valid MRR: 0.30948, + + + +2023-06-11 20:38:23,081 - yago11k_0.001.log - [INFO] - [E:84| 0]: Train Loss:0.0012143, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:39:27,410 - yago11k_0.001.log - [INFO] - [E:84| 100]: Train Loss:0.0012417, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:40:31,692 - yago11k_0.001.log - [INFO] - [E:84| 200]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:41:35,967 - yago11k_0.001.log - [INFO] - [E:84| 300]: Train Loss:0.0012435, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:42:40,363 - yago11k_0.001.log - [INFO] - [E:84| 400]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:43:44,638 - yago11k_0.001.log - [INFO] - [E:84| 500]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:44:48,455 - yago11k_0.001.log - [INFO] - [E:84| 600]: Train Loss:0.0012466, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:44:48,455 - yago11k_0.001.log - [INFO] - [Epoch:84]: Training Loss:0.001247 + +2023-06-11 20:44:48,675 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 20:45:00,995 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 20:45:13,133 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.39091, Head : 0.22492, Avg : 0.30791 + +2023-06-11 20:45:13,133 - yago11k_0.001.log - [INFO] - [Epoch 84]: Training Loss: 0.0012466, Valid MRR: 0.30948, + + + +2023-06-11 20:45:13,780 - yago11k_0.001.log - [INFO] - [E:85| 0]: Train Loss:0.0012598, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:46:18,099 - yago11k_0.001.log - [INFO] - [E:85| 100]: Train Loss:0.0012426, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:47:22,314 - yago11k_0.001.log - [INFO] - [E:85| 200]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:48:26,613 - yago11k_0.001.log - [INFO] - [E:85| 300]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:49:30,866 - yago11k_0.001.log - [INFO] - [E:85| 400]: Train Loss:0.0012436, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:50:35,181 - yago11k_0.001.log - [INFO] - [E:85| 500]: Train Loss:0.0012441, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:51:38,993 - yago11k_0.001.log - [INFO] - [E:85| 600]: Train Loss:0.0012446, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:51:38,993 - yago11k_0.001.log - [INFO] - [Epoch:85]: Training Loss:0.001245 + +2023-06-11 20:51:39,213 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 20:51:51,507 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 20:52:03,633 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.38863, Head : 0.22506, Avg : 0.30684 + +2023-06-11 20:52:03,633 - yago11k_0.001.log - [INFO] - [Epoch 85]: Training Loss: 0.0012446, Valid MRR: 0.30948, + + + +2023-06-11 20:52:04,281 - yago11k_0.001.log - [INFO] - [E:86| 0]: Train Loss:0.0012665, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:53:08,711 - yago11k_0.001.log - [INFO] - [E:86| 100]: Train Loss:0.0012391, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:54:13,078 - yago11k_0.001.log - [INFO] - [E:86| 200]: Train Loss:0.0012409, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:55:17,423 - yago11k_0.001.log - [INFO] - [E:86| 300]: Train Loss:0.0012412, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:56:21,709 - yago11k_0.001.log - [INFO] - [E:86| 400]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:57:26,022 - yago11k_0.001.log - [INFO] - [E:86| 500]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:58:29,842 - yago11k_0.001.log - [INFO] - [E:86| 600]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_0.001.log +2023-06-11 20:58:29,842 - yago11k_0.001.log - [INFO] - [Epoch:86]: Training Loss:0.001243 + +2023-06-11 20:58:30,062 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 20:58:42,407 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 20:58:54,596 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.39393, Head : 0.22597, Avg : 0.30995 + +2023-06-11 20:58:55,546 - yago11k_0.001.log - [INFO] - [Epoch 86]: Training Loss: 0.0012425, Valid MRR: 0.30995, + + + +2023-06-11 20:58:56,194 - yago11k_0.001.log - [INFO] - [E:87| 0]: Train Loss:0.0012195, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:00:00,409 - yago11k_0.001.log - [INFO] - [E:87| 100]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:01:04,747 - yago11k_0.001.log - [INFO] - [E:87| 200]: Train Loss:0.0012373, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:02:08,910 - yago11k_0.001.log - [INFO] - [E:87| 300]: Train Loss:0.0012381, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:03:13,333 - yago11k_0.001.log - [INFO] - [E:87| 400]: Train Loss:0.0012386, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:04:17,595 - yago11k_0.001.log - [INFO] - [E:87| 500]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:05:21,434 - yago11k_0.001.log - [INFO] - [E:87| 600]: Train Loss:0.0012401, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:05:21,435 - yago11k_0.001.log - [INFO] - [Epoch:87]: Training Loss:0.00124 + +2023-06-11 21:05:21,655 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 21:05:33,966 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 21:05:46,099 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.3923, Head : 0.22652, Avg : 0.30941 + +2023-06-11 21:05:46,099 - yago11k_0.001.log - [INFO] - [Epoch 87]: Training Loss: 0.0012401, Valid MRR: 0.30995, + + + +2023-06-11 21:05:46,746 - yago11k_0.001.log - [INFO] - [E:88| 0]: Train Loss:0.0012184, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:06:51,001 - yago11k_0.001.log - [INFO] - [E:88| 100]: Train Loss:0.0012346, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:07:55,334 - yago11k_0.001.log - [INFO] - [E:88| 200]: Train Loss:0.001234, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:08:59,574 - yago11k_0.001.log - [INFO] - [E:88| 300]: Train Loss:0.0012351, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:10:03,904 - yago11k_0.001.log - [INFO] - [E:88| 400]: Train Loss:0.0012356, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:11:08,202 - yago11k_0.001.log - [INFO] - [E:88| 500]: Train Loss:0.0012359, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:12:12,108 - yago11k_0.001.log - [INFO] - [E:88| 600]: Train Loss:0.0012377, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:12:12,109 - yago11k_0.001.log - [INFO] - [Epoch:88]: Training Loss:0.001238 + +2023-06-11 21:12:12,327 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 21:12:24,640 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 21:12:36,786 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.39082, Head : 0.22694, Avg : 0.30888 + +2023-06-11 21:12:36,786 - yago11k_0.001.log - [INFO] - [Epoch 88]: Training Loss: 0.0012377, Valid MRR: 0.30995, + + + +2023-06-11 21:12:37,436 - yago11k_0.001.log - [INFO] - [E:89| 0]: Train Loss:0.0012256, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:13:41,701 - yago11k_0.001.log - [INFO] - [E:89| 100]: Train Loss:0.0012296, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:14:45,903 - yago11k_0.001.log - [INFO] - [E:89| 200]: Train Loss:0.0012323, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:15:50,236 - yago11k_0.001.log - [INFO] - [E:89| 300]: Train Loss:0.0012338, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:16:54,488 - yago11k_0.001.log - [INFO] - [E:89| 400]: Train Loss:0.0012349, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:17:58,897 - yago11k_0.001.log - [INFO] - [E:89| 500]: Train Loss:0.0012355, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:19:02,714 - yago11k_0.001.log - [INFO] - [E:89| 600]: Train Loss:0.0012363, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:19:02,714 - yago11k_0.001.log - [INFO] - [Epoch:89]: Training Loss:0.001236 + +2023-06-11 21:19:02,934 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 21:19:15,233 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 21:19:27,382 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.39052, Head : 0.22641, Avg : 0.30847 + MR: Tail : 326.99, Head : 673.93, Avg : 500.46 + Hit-1: Tail : 0.29105, Head : 0.18255, Avg : 0.2368 + Hit-3: Tail : 0.44318, Head : 0.21756, Avg : 0.33037 + Hit-10: Tail : 0.57808, Head : 0.3155, Avg : 0.44679 +2023-06-11 21:19:27,382 - yago11k_0.001.log - [INFO] - [Epoch 89]: Training Loss: 0.0012363, Valid MRR: 0.30995, + + + +2023-06-11 21:19:28,030 - yago11k_0.001.log - [INFO] - [E:90| 0]: Train Loss:0.0012032, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:20:32,330 - yago11k_0.001.log - [INFO] - [E:90| 100]: Train Loss:0.0012309, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:21:36,601 - yago11k_0.001.log - [INFO] - [E:90| 200]: Train Loss:0.001232, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:22:40,873 - yago11k_0.001.log - [INFO] - [E:90| 300]: Train Loss:0.0012331, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:23:45,180 - yago11k_0.001.log - [INFO] - [E:90| 400]: Train Loss:0.0012342, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:24:49,424 - yago11k_0.001.log - [INFO] - [E:90| 500]: Train Loss:0.0012348, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:25:53,291 - yago11k_0.001.log - [INFO] - [E:90| 600]: Train Loss:0.0012344, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:25:53,291 - yago11k_0.001.log - [INFO] - [Epoch:90]: Training Loss:0.001234 + +2023-06-11 21:25:53,511 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 21:26:05,809 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 21:26:17,948 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.38807, Head : 0.22703, Avg : 0.30755 + +2023-06-11 21:26:17,948 - yago11k_0.001.log - [INFO] - [Epoch 90]: Training Loss: 0.0012344, Valid MRR: 0.30995, + + + +2023-06-11 21:26:18,595 - yago11k_0.001.log - [INFO] - [E:91| 0]: Train Loss:0.0012487, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:27:22,948 - yago11k_0.001.log - [INFO] - [E:91| 100]: Train Loss:0.0012307, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:28:27,217 - yago11k_0.001.log - [INFO] - [E:91| 200]: Train Loss:0.0012333, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:29:31,523 - yago11k_0.001.log - [INFO] - [E:91| 300]: Train Loss:0.0012326, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:30:35,808 - yago11k_0.001.log - [INFO] - [E:91| 400]: Train Loss:0.0012316, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:31:40,060 - yago11k_0.001.log - [INFO] - [E:91| 500]: Train Loss:0.0012322, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:32:43,892 - yago11k_0.001.log - [INFO] - [E:91| 600]: Train Loss:0.0012325, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:32:43,892 - yago11k_0.001.log - [INFO] - [Epoch:91]: Training Loss:0.001233 + +2023-06-11 21:32:44,112 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 21:32:56,478 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 21:33:08,615 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.39203, Head : 0.22682, Avg : 0.30943 + +2023-06-11 21:33:08,615 - yago11k_0.001.log - [INFO] - [Epoch 91]: Training Loss: 0.0012325, Valid MRR: 0.30995, + + + +2023-06-11 21:33:09,264 - yago11k_0.001.log - [INFO] - [E:92| 0]: Train Loss:0.0012154, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:34:13,560 - yago11k_0.001.log - [INFO] - [E:92| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:35:17,995 - yago11k_0.001.log - [INFO] - [E:92| 200]: Train Loss:0.0012292, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:36:22,225 - yago11k_0.001.log - [INFO] - [E:92| 300]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:37:26,504 - yago11k_0.001.log - [INFO] - [E:92| 400]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:38:30,687 - yago11k_0.001.log - [INFO] - [E:92| 500]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:39:34,522 - yago11k_0.001.log - [INFO] - [E:92| 600]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:39:34,522 - yago11k_0.001.log - [INFO] - [Epoch:92]: Training Loss:0.00123 + +2023-06-11 21:39:34,741 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 21:39:47,038 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 21:39:59,158 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.39046, Head : 0.22821, Avg : 0.30933 + +2023-06-11 21:39:59,158 - yago11k_0.001.log - [INFO] - [Epoch 92]: Training Loss: 0.0012303, Valid MRR: 0.30995, + + + +2023-06-11 21:39:59,805 - yago11k_0.001.log - [INFO] - [E:93| 0]: Train Loss:0.0012263, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:41:04,000 - yago11k_0.001.log - [INFO] - [E:93| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:42:08,251 - yago11k_0.001.log - [INFO] - [E:93| 200]: Train Loss:0.0012252, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:43:12,535 - yago11k_0.001.log - [INFO] - [E:93| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:44:16,856 - yago11k_0.001.log - [INFO] - [E:93| 400]: Train Loss:0.0012281, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:45:21,058 - yago11k_0.001.log - [INFO] - [E:93| 500]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:46:24,949 - yago11k_0.001.log - [INFO] - [E:93| 600]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:46:24,949 - yago11k_0.001.log - [INFO] - [Epoch:93]: Training Loss:0.001229 + +2023-06-11 21:46:25,170 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 21:46:37,479 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 21:46:49,611 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.38945, Head : 0.22682, Avg : 0.30814 + +2023-06-11 21:46:49,612 - yago11k_0.001.log - [INFO] - [Epoch 93]: Training Loss: 0.0012293, Valid MRR: 0.30995, + + + +2023-06-11 21:46:50,262 - yago11k_0.001.log - [INFO] - [E:94| 0]: Train Loss:0.0011981, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:47:54,570 - yago11k_0.001.log - [INFO] - [E:94| 100]: Train Loss:0.0012241, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:48:58,833 - yago11k_0.001.log - [INFO] - [E:94| 200]: Train Loss:0.0012265, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:50:03,185 - yago11k_0.001.log - [INFO] - [E:94| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:51:07,402 - yago11k_0.001.log - [INFO] - [E:94| 400]: Train Loss:0.001227, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:52:11,701 - yago11k_0.001.log - [INFO] - [E:94| 500]: Train Loss:0.0012278, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:53:15,579 - yago11k_0.001.log - [INFO] - [E:94| 600]: Train Loss:0.0012275, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:53:15,579 - yago11k_0.001.log - [INFO] - [Epoch:94]: Training Loss:0.001227 + +2023-06-11 21:53:15,798 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 21:53:28,091 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 21:53:40,224 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.39122, Head : 0.22678, Avg : 0.309 + +2023-06-11 21:53:40,225 - yago11k_0.001.log - [INFO] - [Epoch 94]: Training Loss: 0.0012275, Valid MRR: 0.30995, + + + +2023-06-11 21:53:40,873 - yago11k_0.001.log - [INFO] - [E:95| 0]: Train Loss:0.001184, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:54:45,190 - yago11k_0.001.log - [INFO] - [E:95| 100]: Train Loss:0.0012207, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:55:49,414 - yago11k_0.001.log - [INFO] - [E:95| 200]: Train Loss:0.0012213, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:56:53,801 - yago11k_0.001.log - [INFO] - [E:95| 300]: Train Loss:0.0012222, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:57:58,035 - yago11k_0.001.log - [INFO] - [E:95| 400]: Train Loss:0.0012238, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 21:59:02,369 - yago11k_0.001.log - [INFO] - [E:95| 500]: Train Loss:0.0012248, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 22:00:06,234 - yago11k_0.001.log - [INFO] - [E:95| 600]: Train Loss:0.0012255, Val MRR:0.30995, yago11k_0.001.log +2023-06-11 22:00:06,234 - yago11k_0.001.log - [INFO] - [Epoch:95]: Training Loss:0.001226 + +2023-06-11 22:00:06,453 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 22:00:18,747 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 22:00:30,889 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.39679, Head : 0.22703, Avg : 0.31191 + +2023-06-11 22:00:31,827 - yago11k_0.001.log - [INFO] - [Epoch 95]: Training Loss: 0.0012255, Valid MRR: 0.31191, + + + +2023-06-11 22:00:32,476 - yago11k_0.001.log - [INFO] - [E:96| 0]: Train Loss:0.0012285, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:01:36,725 - yago11k_0.001.log - [INFO] - [E:96| 100]: Train Loss:0.0012201, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:02:40,958 - yago11k_0.001.log - [INFO] - [E:96| 200]: Train Loss:0.0012209, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:03:45,246 - yago11k_0.001.log - [INFO] - [E:96| 300]: Train Loss:0.0012211, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:04:49,468 - yago11k_0.001.log - [INFO] - [E:96| 400]: Train Loss:0.0012231, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:05:53,740 - yago11k_0.001.log - [INFO] - [E:96| 500]: Train Loss:0.0012241, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:06:57,620 - yago11k_0.001.log - [INFO] - [E:96| 600]: Train Loss:0.0012243, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:06:57,621 - yago11k_0.001.log - [INFO] - [Epoch:96]: Training Loss:0.001224 + +2023-06-11 22:06:57,840 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 22:07:10,196 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 22:07:22,328 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.39133, Head : 0.22575, Avg : 0.30854 + +2023-06-11 22:07:22,329 - yago11k_0.001.log - [INFO] - [Epoch 96]: Training Loss: 0.0012243, Valid MRR: 0.31191, + + + +2023-06-11 22:07:22,974 - yago11k_0.001.log - [INFO] - [E:97| 0]: Train Loss:0.0011991, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:08:27,158 - yago11k_0.001.log - [INFO] - [E:97| 100]: Train Loss:0.0012233, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:09:31,455 - yago11k_0.001.log - [INFO] - [E:97| 200]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:10:35,760 - yago11k_0.001.log - [INFO] - [E:97| 300]: Train Loss:0.0012216, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:11:40,066 - yago11k_0.001.log - [INFO] - [E:97| 400]: Train Loss:0.0012221, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:12:44,330 - yago11k_0.001.log - [INFO] - [E:97| 500]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:13:48,243 - yago11k_0.001.log - [INFO] - [E:97| 600]: Train Loss:0.001222, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:13:48,243 - yago11k_0.001.log - [INFO] - [Epoch:97]: Training Loss:0.001222 + +2023-06-11 22:13:48,462 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 22:14:00,759 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 22:14:12,893 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.39274, Head : 0.22751, Avg : 0.31013 + +2023-06-11 22:14:12,893 - yago11k_0.001.log - [INFO] - [Epoch 97]: Training Loss: 0.001222, Valid MRR: 0.31191, + + + +2023-06-11 22:14:13,540 - yago11k_0.001.log - [INFO] - [E:98| 0]: Train Loss:0.0012346, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:15:17,715 - yago11k_0.001.log - [INFO] - [E:98| 100]: Train Loss:0.0012219, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:16:22,112 - yago11k_0.001.log - [INFO] - [E:98| 200]: Train Loss:0.0012192, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:17:26,428 - yago11k_0.001.log - [INFO] - [E:98| 300]: Train Loss:0.0012196, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:18:30,661 - yago11k_0.001.log - [INFO] - [E:98| 400]: Train Loss:0.0012194, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:19:34,818 - yago11k_0.001.log - [INFO] - [E:98| 500]: Train Loss:0.0012204, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:20:38,602 - yago11k_0.001.log - [INFO] - [E:98| 600]: Train Loss:0.0012206, Val MRR:0.31191, yago11k_0.001.log +2023-06-11 22:20:38,602 - yago11k_0.001.log - [INFO] - [Epoch:98]: Training Loss:0.001221 + +2023-06-11 22:20:38,823 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 22:20:51,115 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 22:21:03,256 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.40045, Head : 0.22669, Avg : 0.31357 + +2023-06-11 22:21:04,211 - yago11k_0.001.log - [INFO] - [Epoch 98]: Training Loss: 0.0012206, Valid MRR: 0.31357, + + + +2023-06-11 22:21:04,858 - yago11k_0.001.log - [INFO] - [E:99| 0]: Train Loss:0.0012259, Val MRR:0.31357, yago11k_0.001.log +2023-06-11 22:22:09,136 - yago11k_0.001.log - [INFO] - [E:99| 100]: Train Loss:0.0012222, Val MRR:0.31357, yago11k_0.001.log +2023-06-11 22:23:13,419 - yago11k_0.001.log - [INFO] - [E:99| 200]: Train Loss:0.0012181, Val MRR:0.31357, yago11k_0.001.log +2023-06-11 22:24:17,735 - yago11k_0.001.log - [INFO] - [E:99| 300]: Train Loss:0.0012189, Val MRR:0.31357, yago11k_0.001.log +2023-06-11 22:25:22,009 - yago11k_0.001.log - [INFO] - [E:99| 400]: Train Loss:0.0012196, Val MRR:0.31357, yago11k_0.001.log +2023-06-11 22:26:26,367 - yago11k_0.001.log - [INFO] - [E:99| 500]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_0.001.log +2023-06-11 22:27:30,113 - yago11k_0.001.log - [INFO] - [E:99| 600]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_0.001.log +2023-06-11 22:27:30,114 - yago11k_0.001.log - [INFO] - [Epoch:99]: Training Loss:0.00122 + +2023-06-11 22:27:30,335 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 22:27:42,678 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 22:27:54,801 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.40058, Head : 0.22662, Avg : 0.3136 + MR: Tail : 320.92, Head : 690.84, Avg : 505.88 + Hit-1: Tail : 0.30647, Head : 0.18172, Avg : 0.2441 + Hit-3: Tail : 0.44443, Head : 0.22256, Avg : 0.3335 + Hit-10: Tail : 0.58433, Head : 0.3137, Avg : 0.44901 +2023-06-11 22:27:55,911 - yago11k_0.001.log - [INFO] - [Epoch 99]: Training Loss: 0.0012202, Valid MRR: 0.3136, + + + +2023-06-11 22:27:56,562 - yago11k_0.001.log - [INFO] - [E:100| 0]: Train Loss:0.0012279, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:29:00,920 - yago11k_0.001.log - [INFO] - [E:100| 100]: Train Loss:0.0012168, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:30:05,099 - yago11k_0.001.log - [INFO] - [E:100| 200]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:31:09,443 - yago11k_0.001.log - [INFO] - [E:100| 300]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:32:13,634 - yago11k_0.001.log - [INFO] - [E:100| 400]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:33:17,927 - yago11k_0.001.log - [INFO] - [E:100| 500]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:34:21,716 - yago11k_0.001.log - [INFO] - [E:100| 600]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:34:21,717 - yago11k_0.001.log - [INFO] - [Epoch:100]: Training Loss:0.001218 + +2023-06-11 22:34:21,939 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 22:34:34,247 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 22:34:46,418 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.39727, Head : 0.22792, Avg : 0.3126 + +2023-06-11 22:34:46,418 - yago11k_0.001.log - [INFO] - [Epoch 100]: Training Loss: 0.0012177, Valid MRR: 0.3136, + + + +2023-06-11 22:34:47,066 - yago11k_0.001.log - [INFO] - [E:101| 0]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:35:51,291 - yago11k_0.001.log - [INFO] - [E:101| 100]: Train Loss:0.0012145, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:36:55,619 - yago11k_0.001.log - [INFO] - [E:101| 200]: Train Loss:0.0012151, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:37:59,800 - yago11k_0.001.log - [INFO] - [E:101| 300]: Train Loss:0.0012146, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:39:04,146 - yago11k_0.001.log - [INFO] - [E:101| 400]: Train Loss:0.0012154, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:40:08,303 - yago11k_0.001.log - [INFO] - [E:101| 500]: Train Loss:0.0012158, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:41:12,149 - yago11k_0.001.log - [INFO] - [E:101| 600]: Train Loss:0.0012159, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:41:12,150 - yago11k_0.001.log - [INFO] - [Epoch:101]: Training Loss:0.001216 + +2023-06-11 22:41:12,370 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 22:41:24,666 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 22:41:36,793 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.39003, Head : 0.22841, Avg : 0.30922 + +2023-06-11 22:41:36,793 - yago11k_0.001.log - [INFO] - [Epoch 101]: Training Loss: 0.0012159, Valid MRR: 0.3136, + + + +2023-06-11 22:41:37,441 - yago11k_0.001.log - [INFO] - [E:102| 0]: Train Loss:0.0012215, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:42:41,706 - yago11k_0.001.log - [INFO] - [E:102| 100]: Train Loss:0.0012113, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:43:45,987 - yago11k_0.001.log - [INFO] - [E:102| 200]: Train Loss:0.0012133, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:44:50,202 - yago11k_0.001.log - [INFO] - [E:102| 300]: Train Loss:0.0012144, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:45:54,426 - yago11k_0.001.log - [INFO] - [E:102| 400]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:46:58,696 - yago11k_0.001.log - [INFO] - [E:102| 500]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:48:02,598 - yago11k_0.001.log - [INFO] - [E:102| 600]: Train Loss:0.0012149, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:48:02,598 - yago11k_0.001.log - [INFO] - [Epoch:102]: Training Loss:0.001215 + +2023-06-11 22:48:02,819 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 22:48:15,123 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 22:48:27,265 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.38966, Head : 0.22794, Avg : 0.3088 + +2023-06-11 22:48:27,266 - yago11k_0.001.log - [INFO] - [Epoch 102]: Training Loss: 0.0012149, Valid MRR: 0.3136, + + + +2023-06-11 22:48:27,914 - yago11k_0.001.log - [INFO] - [E:103| 0]: Train Loss:0.0012384, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:49:32,154 - yago11k_0.001.log - [INFO] - [E:103| 100]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:50:36,492 - yago11k_0.001.log - [INFO] - [E:103| 200]: Train Loss:0.001212, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:51:40,779 - yago11k_0.001.log - [INFO] - [E:103| 300]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:52:45,100 - yago11k_0.001.log - [INFO] - [E:103| 400]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:53:49,330 - yago11k_0.001.log - [INFO] - [E:103| 500]: Train Loss:0.0012131, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:54:53,208 - yago11k_0.001.log - [INFO] - [E:103| 600]: Train Loss:0.0012134, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:54:53,209 - yago11k_0.001.log - [INFO] - [Epoch:103]: Training Loss:0.001213 + +2023-06-11 22:54:53,428 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 22:55:05,733 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 22:55:17,869 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.39663, Head : 0.2285, Avg : 0.31257 + +2023-06-11 22:55:17,869 - yago11k_0.001.log - [INFO] - [Epoch 103]: Training Loss: 0.0012134, Valid MRR: 0.3136, + + + +2023-06-11 22:55:18,516 - yago11k_0.001.log - [INFO] - [E:104| 0]: Train Loss:0.0011818, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:56:22,840 - yago11k_0.001.log - [INFO] - [E:104| 100]: Train Loss:0.0012081, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:57:27,116 - yago11k_0.001.log - [INFO] - [E:104| 200]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:58:31,476 - yago11k_0.001.log - [INFO] - [E:104| 300]: Train Loss:0.0012104, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 22:59:35,734 - yago11k_0.001.log - [INFO] - [E:104| 400]: Train Loss:0.0012103, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:00:40,064 - yago11k_0.001.log - [INFO] - [E:104| 500]: Train Loss:0.0012107, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:01:43,837 - yago11k_0.001.log - [INFO] - [E:104| 600]: Train Loss:0.0012117, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:01:43,837 - yago11k_0.001.log - [INFO] - [Epoch:104]: Training Loss:0.001212 + +2023-06-11 23:01:44,057 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 23:01:56,356 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 23:02:08,460 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.392, Head : 0.22617, Avg : 0.30908 + +2023-06-11 23:02:08,460 - yago11k_0.001.log - [INFO] - [Epoch 104]: Training Loss: 0.0012117, Valid MRR: 0.3136, + + + +2023-06-11 23:02:09,109 - yago11k_0.001.log - [INFO] - [E:105| 0]: Train Loss:0.0012292, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:03:13,458 - yago11k_0.001.log - [INFO] - [E:105| 100]: Train Loss:0.0012115, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:04:17,757 - yago11k_0.001.log - [INFO] - [E:105| 200]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:05:22,017 - yago11k_0.001.log - [INFO] - [E:105| 300]: Train Loss:0.0012102, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:06:26,211 - yago11k_0.001.log - [INFO] - [E:105| 400]: Train Loss:0.0012101, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:07:30,514 - yago11k_0.001.log - [INFO] - [E:105| 500]: Train Loss:0.0012108, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:08:34,260 - yago11k_0.001.log - [INFO] - [E:105| 600]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:08:34,261 - yago11k_0.001.log - [INFO] - [Epoch:105]: Training Loss:0.001211 + +2023-06-11 23:08:34,481 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 23:08:46,789 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 23:08:58,997 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.39593, Head : 0.22919, Avg : 0.31256 + +2023-06-11 23:08:58,997 - yago11k_0.001.log - [INFO] - [Epoch 105]: Training Loss: 0.0012109, Valid MRR: 0.3136, + + + +2023-06-11 23:08:59,647 - yago11k_0.001.log - [INFO] - [E:106| 0]: Train Loss:0.0011915, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:10:03,893 - yago11k_0.001.log - [INFO] - [E:106| 100]: Train Loss:0.0012071, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:11:08,219 - yago11k_0.001.log - [INFO] - [E:106| 200]: Train Loss:0.0012078, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:12:12,382 - yago11k_0.001.log - [INFO] - [E:106| 300]: Train Loss:0.001207, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:13:16,607 - yago11k_0.001.log - [INFO] - [E:106| 400]: Train Loss:0.0012095, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:14:20,765 - yago11k_0.001.log - [INFO] - [E:106| 500]: Train Loss:0.0012098, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:15:24,578 - yago11k_0.001.log - [INFO] - [E:106| 600]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_0.001.log +2023-06-11 23:15:24,579 - yago11k_0.001.log - [INFO] - [Epoch:106]: Training Loss:0.001209 + +2023-06-11 23:15:24,799 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 23:15:37,100 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 23:15:49,248 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.39939, Head : 0.22932, Avg : 0.31435 + +2023-06-11 23:15:50,342 - yago11k_0.001.log - [INFO] - [Epoch 106]: Training Loss: 0.0012094, Valid MRR: 0.31435, + + + +2023-06-11 23:15:50,990 - yago11k_0.001.log - [INFO] - [E:107| 0]: Train Loss:0.0012015, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:16:55,224 - yago11k_0.001.log - [INFO] - [E:107| 100]: Train Loss:0.0012051, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:17:59,543 - yago11k_0.001.log - [INFO] - [E:107| 200]: Train Loss:0.0012047, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:19:03,782 - yago11k_0.001.log - [INFO] - [E:107| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:20:08,098 - yago11k_0.001.log - [INFO] - [E:107| 400]: Train Loss:0.0012068, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:21:12,299 - yago11k_0.001.log - [INFO] - [E:107| 500]: Train Loss:0.0012073, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:22:16,238 - yago11k_0.001.log - [INFO] - [E:107| 600]: Train Loss:0.001208, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:22:16,238 - yago11k_0.001.log - [INFO] - [Epoch:107]: Training Loss:0.001208 + +2023-06-11 23:22:16,457 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 23:22:28,763 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 23:22:40,886 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.39777, Head : 0.22869, Avg : 0.31323 + +2023-06-11 23:22:40,886 - yago11k_0.001.log - [INFO] - [Epoch 107]: Training Loss: 0.001208, Valid MRR: 0.31435, + + + +2023-06-11 23:22:41,533 - yago11k_0.001.log - [INFO] - [E:108| 0]: Train Loss:0.0012774, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:23:45,840 - yago11k_0.001.log - [INFO] - [E:108| 100]: Train Loss:0.0012062, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:24:50,074 - yago11k_0.001.log - [INFO] - [E:108| 200]: Train Loss:0.001206, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:25:54,426 - yago11k_0.001.log - [INFO] - [E:108| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:26:58,756 - yago11k_0.001.log - [INFO] - [E:108| 400]: Train Loss:0.0012059, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:28:03,021 - yago11k_0.001.log - [INFO] - [E:108| 500]: Train Loss:0.0012064, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:29:06,861 - yago11k_0.001.log - [INFO] - [E:108| 600]: Train Loss:0.0012063, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:29:06,861 - yago11k_0.001.log - [INFO] - [Epoch:108]: Training Loss:0.001206 + +2023-06-11 23:29:07,082 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 23:29:19,398 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 23:29:31,536 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.3997, Head : 0.22755, Avg : 0.31362 + +2023-06-11 23:29:31,536 - yago11k_0.001.log - [INFO] - [Epoch 108]: Training Loss: 0.0012063, Valid MRR: 0.31435, + + + +2023-06-11 23:29:32,184 - yago11k_0.001.log - [INFO] - [E:109| 0]: Train Loss:0.0012447, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:30:36,536 - yago11k_0.001.log - [INFO] - [E:109| 100]: Train Loss:0.0012048, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:31:40,725 - yago11k_0.001.log - [INFO] - [E:109| 200]: Train Loss:0.0012044, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:32:45,012 - yago11k_0.001.log - [INFO] - [E:109| 300]: Train Loss:0.0012043, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:33:49,177 - yago11k_0.001.log - [INFO] - [E:109| 400]: Train Loss:0.0012053, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:34:53,461 - yago11k_0.001.log - [INFO] - [E:109| 500]: Train Loss:0.0012049, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:35:57,260 - yago11k_0.001.log - [INFO] - [E:109| 600]: Train Loss:0.0012054, Val MRR:0.31435, yago11k_0.001.log +2023-06-11 23:35:57,260 - yago11k_0.001.log - [INFO] - [Epoch:109]: Training Loss:0.001205 + +2023-06-11 23:35:57,479 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 23:36:09,770 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 23:36:21,873 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.40414, Head : 0.22759, Avg : 0.31587 + MR: Tail : 358.21, Head : 706.75, Avg : 532.48 + Hit-1: Tail : 0.31314, Head : 0.18505, Avg : 0.2491 + Hit-3: Tail : 0.44526, Head : 0.22242, Avg : 0.33384 + Hit-10: Tail : 0.58086, Head : 0.30967, Avg : 0.44526 +2023-06-11 23:36:22,967 - yago11k_0.001.log - [INFO] - [Epoch 109]: Training Loss: 0.0012054, Valid MRR: 0.31587, + + + +2023-06-11 23:36:23,616 - yago11k_0.001.log - [INFO] - [E:110| 0]: Train Loss:0.0011863, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:37:27,860 - yago11k_0.001.log - [INFO] - [E:110| 100]: Train Loss:0.0012005, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:38:32,064 - yago11k_0.001.log - [INFO] - [E:110| 200]: Train Loss:0.0012033, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:39:36,363 - yago11k_0.001.log - [INFO] - [E:110| 300]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:40:40,535 - yago11k_0.001.log - [INFO] - [E:110| 400]: Train Loss:0.0012037, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:41:44,837 - yago11k_0.001.log - [INFO] - [E:110| 500]: Train Loss:0.0012043, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:42:48,732 - yago11k_0.001.log - [INFO] - [E:110| 600]: Train Loss:0.0012045, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:42:48,732 - yago11k_0.001.log - [INFO] - [Epoch:110]: Training Loss:0.001204 + +2023-06-11 23:42:48,951 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 23:43:01,287 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 23:43:13,464 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.40231, Head : 0.2285, Avg : 0.31541 + +2023-06-11 23:43:13,464 - yago11k_0.001.log - [INFO] - [Epoch 110]: Training Loss: 0.0012045, Valid MRR: 0.31587, + + + +2023-06-11 23:43:14,112 - yago11k_0.001.log - [INFO] - [E:111| 0]: Train Loss:0.0011859, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:44:18,439 - yago11k_0.001.log - [INFO] - [E:111| 100]: Train Loss:0.0012006, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:45:22,712 - yago11k_0.001.log - [INFO] - [E:111| 200]: Train Loss:0.0011993, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:46:26,913 - yago11k_0.001.log - [INFO] - [E:111| 300]: Train Loss:0.0012017, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:47:31,259 - yago11k_0.001.log - [INFO] - [E:111| 400]: Train Loss:0.0012036, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:48:35,495 - yago11k_0.001.log - [INFO] - [E:111| 500]: Train Loss:0.0012042, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:49:39,308 - yago11k_0.001.log - [INFO] - [E:111| 600]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_0.001.log +2023-06-11 23:49:39,308 - yago11k_0.001.log - [INFO] - [Epoch:111]: Training Loss:0.001203 + +2023-06-11 23:49:39,527 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 23:49:51,827 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 23:50:03,957 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.40622, Head : 0.22821, Avg : 0.31721 + +2023-06-11 23:50:04,907 - yago11k_0.001.log - [INFO] - [Epoch 111]: Training Loss: 0.0012034, Valid MRR: 0.31721, + + + +2023-06-11 23:50:05,556 - yago11k_0.001.log - [INFO] - [E:112| 0]: Train Loss:0.0011979, Val MRR:0.31721, yago11k_0.001.log +2023-06-11 23:51:09,723 - yago11k_0.001.log - [INFO] - [E:112| 100]: Train Loss:0.0011978, Val MRR:0.31721, yago11k_0.001.log +2023-06-11 23:52:13,995 - yago11k_0.001.log - [INFO] - [E:112| 200]: Train Loss:0.0011982, Val MRR:0.31721, yago11k_0.001.log +2023-06-11 23:53:18,181 - yago11k_0.001.log - [INFO] - [E:112| 300]: Train Loss:0.0012, Val MRR:0.31721, yago11k_0.001.log +2023-06-11 23:54:22,400 - yago11k_0.001.log - [INFO] - [E:112| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_0.001.log +2023-06-11 23:55:26,605 - yago11k_0.001.log - [INFO] - [E:112| 500]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_0.001.log +2023-06-11 23:56:30,448 - yago11k_0.001.log - [INFO] - [E:112| 600]: Train Loss:0.0012012, Val MRR:0.31721, yago11k_0.001.log +2023-06-11 23:56:30,449 - yago11k_0.001.log - [INFO] - [Epoch:112]: Training Loss:0.001201 + +2023-06-11 23:56:30,668 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-11 23:56:42,964 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-11 23:56:55,079 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.40023, Head : 0.22791, Avg : 0.31407 + +2023-06-11 23:56:55,079 - yago11k_0.001.log - [INFO] - [Epoch 112]: Training Loss: 0.0012012, Valid MRR: 0.31721, + + + +2023-06-11 23:56:55,727 - yago11k_0.001.log - [INFO] - [E:113| 0]: Train Loss:0.0012183, Val MRR:0.31721, yago11k_0.001.log +2023-06-11 23:57:59,977 - yago11k_0.001.log - [INFO] - [E:113| 100]: Train Loss:0.0012015, Val MRR:0.31721, yago11k_0.001.log +2023-06-11 23:59:04,213 - yago11k_0.001.log - [INFO] - [E:113| 200]: Train Loss:0.0012002, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:00:08,408 - yago11k_0.001.log - [INFO] - [E:113| 300]: Train Loss:0.0012001, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:01:12,622 - yago11k_0.001.log - [INFO] - [E:113| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:02:16,913 - yago11k_0.001.log - [INFO] - [E:113| 500]: Train Loss:0.0012006, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:03:20,660 - yago11k_0.001.log - [INFO] - [E:113| 600]: Train Loss:0.0012008, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:03:20,660 - yago11k_0.001.log - [INFO] - [Epoch:113]: Training Loss:0.001201 + +2023-06-12 00:03:20,880 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 00:03:33,183 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 00:03:45,311 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.39898, Head : 0.23034, Avg : 0.31466 + +2023-06-12 00:03:45,311 - yago11k_0.001.log - [INFO] - [Epoch 113]: Training Loss: 0.0012008, Valid MRR: 0.31721, + + + +2023-06-12 00:03:45,958 - yago11k_0.001.log - [INFO] - [E:114| 0]: Train Loss:0.0011856, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:04:50,295 - yago11k_0.001.log - [INFO] - [E:114| 100]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:05:54,574 - yago11k_0.001.log - [INFO] - [E:114| 200]: Train Loss:0.001198, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:06:58,891 - yago11k_0.001.log - [INFO] - [E:114| 300]: Train Loss:0.0011975, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:08:03,186 - yago11k_0.001.log - [INFO] - [E:114| 400]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:09:07,476 - yago11k_0.001.log - [INFO] - [E:114| 500]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:10:11,293 - yago11k_0.001.log - [INFO] - [E:114| 600]: Train Loss:0.0011992, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:10:11,294 - yago11k_0.001.log - [INFO] - [Epoch:114]: Training Loss:0.001199 + +2023-06-12 00:10:11,513 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 00:10:23,798 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 00:10:35,981 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.40152, Head : 0.22981, Avg : 0.31566 + +2023-06-12 00:10:35,981 - yago11k_0.001.log - [INFO] - [Epoch 114]: Training Loss: 0.0011992, Valid MRR: 0.31721, + + + +2023-06-12 00:10:36,628 - yago11k_0.001.log - [INFO] - [E:115| 0]: Train Loss:0.0012072, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:11:40,931 - yago11k_0.001.log - [INFO] - [E:115| 100]: Train Loss:0.0011969, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:12:45,198 - yago11k_0.001.log - [INFO] - [E:115| 200]: Train Loss:0.0011958, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:13:49,518 - yago11k_0.001.log - [INFO] - [E:115| 300]: Train Loss:0.0011968, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:14:53,849 - yago11k_0.001.log - [INFO] - [E:115| 400]: Train Loss:0.0011967, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:15:58,144 - yago11k_0.001.log - [INFO] - [E:115| 500]: Train Loss:0.0011977, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:17:01,969 - yago11k_0.001.log - [INFO] - [E:115| 600]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:17:01,970 - yago11k_0.001.log - [INFO] - [Epoch:115]: Training Loss:0.001198 + +2023-06-12 00:17:02,189 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 00:17:14,528 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 00:17:26,663 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.40061, Head : 0.22862, Avg : 0.31461 + +2023-06-12 00:17:26,663 - yago11k_0.001.log - [INFO] - [Epoch 115]: Training Loss: 0.0011976, Valid MRR: 0.31721, + + + +2023-06-12 00:17:27,309 - yago11k_0.001.log - [INFO] - [E:116| 0]: Train Loss:0.0011721, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:18:31,512 - yago11k_0.001.log - [INFO] - [E:116| 100]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:19:35,776 - yago11k_0.001.log - [INFO] - [E:116| 200]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:20:40,022 - yago11k_0.001.log - [INFO] - [E:116| 300]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:21:44,313 - yago11k_0.001.log - [INFO] - [E:116| 400]: Train Loss:0.0011964, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:22:48,565 - yago11k_0.001.log - [INFO] - [E:116| 500]: Train Loss:0.0011971, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:23:52,460 - yago11k_0.001.log - [INFO] - [E:116| 600]: Train Loss:0.001197, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:23:52,460 - yago11k_0.001.log - [INFO] - [Epoch:116]: Training Loss:0.001197 + +2023-06-12 00:23:52,680 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 00:24:04,999 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 00:24:17,140 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.40099, Head : 0.22962, Avg : 0.3153 + +2023-06-12 00:24:17,140 - yago11k_0.001.log - [INFO] - [Epoch 116]: Training Loss: 0.001197, Valid MRR: 0.31721, + + + +2023-06-12 00:24:17,787 - yago11k_0.001.log - [INFO] - [E:117| 0]: Train Loss:0.0011945, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:25:22,050 - yago11k_0.001.log - [INFO] - [E:117| 100]: Train Loss:0.0011918, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:26:26,346 - yago11k_0.001.log - [INFO] - [E:117| 200]: Train Loss:0.001193, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:27:30,559 - yago11k_0.001.log - [INFO] - [E:117| 300]: Train Loss:0.0011938, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:28:34,959 - yago11k_0.001.log - [INFO] - [E:117| 400]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:29:39,169 - yago11k_0.001.log - [INFO] - [E:117| 500]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:30:42,955 - yago11k_0.001.log - [INFO] - [E:117| 600]: Train Loss:0.001196, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:30:42,955 - yago11k_0.001.log - [INFO] - [Epoch:117]: Training Loss:0.001196 + +2023-06-12 00:30:43,175 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 00:30:55,464 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 00:31:07,594 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40063, Head : 0.23042, Avg : 0.31553 + +2023-06-12 00:31:07,594 - yago11k_0.001.log - [INFO] - [Epoch 117]: Training Loss: 0.001196, Valid MRR: 0.31721, + + + +2023-06-12 00:31:08,243 - yago11k_0.001.log - [INFO] - [E:118| 0]: Train Loss:0.0012445, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:32:12,478 - yago11k_0.001.log - [INFO] - [E:118| 100]: Train Loss:0.0011891, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:33:16,700 - yago11k_0.001.log - [INFO] - [E:118| 200]: Train Loss:0.0011928, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:34:21,059 - yago11k_0.001.log - [INFO] - [E:118| 300]: Train Loss:0.0011929, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:35:25,235 - yago11k_0.001.log - [INFO] - [E:118| 400]: Train Loss:0.001194, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:36:29,582 - yago11k_0.001.log - [INFO] - [E:118| 500]: Train Loss:0.0011947, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:37:33,425 - yago11k_0.001.log - [INFO] - [E:118| 600]: Train Loss:0.0011951, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:37:33,425 - yago11k_0.001.log - [INFO] - [Epoch:118]: Training Loss:0.001195 + +2023-06-12 00:37:33,645 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 00:37:45,947 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 00:37:58,075 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.40197, Head : 0.22888, Avg : 0.31542 + +2023-06-12 00:37:58,076 - yago11k_0.001.log - [INFO] - [Epoch 118]: Training Loss: 0.0011951, Valid MRR: 0.31721, + + + +2023-06-12 00:37:58,723 - yago11k_0.001.log - [INFO] - [E:119| 0]: Train Loss:0.001225, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:39:03,057 - yago11k_0.001.log - [INFO] - [E:119| 100]: Train Loss:0.0011946, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:40:07,239 - yago11k_0.001.log - [INFO] - [E:119| 200]: Train Loss:0.0011934, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:41:11,557 - yago11k_0.001.log - [INFO] - [E:119| 300]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:42:15,866 - yago11k_0.001.log - [INFO] - [E:119| 400]: Train Loss:0.001193, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:43:20,240 - yago11k_0.001.log - [INFO] - [E:119| 500]: Train Loss:0.0011936, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:44:24,091 - yago11k_0.001.log - [INFO] - [E:119| 600]: Train Loss:0.0011939, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:44:24,091 - yago11k_0.001.log - [INFO] - [Epoch:119]: Training Loss:0.001194 + +2023-06-12 00:44:24,311 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 00:44:36,603 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 00:44:48,777 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.39644, Head : 0.22977, Avg : 0.3131 + MR: Tail : 375.39, Head : 706.49, Avg : 540.94 + Hit-1: Tail : 0.29939, Head : 0.18477, Avg : 0.24208 + Hit-3: Tail : 0.4379, Head : 0.2259, Avg : 0.3319 + Hit-10: Tail : 0.58752, Head : 0.31439, Avg : 0.45096 +2023-06-12 00:44:48,777 - yago11k_0.001.log - [INFO] - [Epoch 119]: Training Loss: 0.0011939, Valid MRR: 0.31721, + + + +2023-06-12 00:44:49,424 - yago11k_0.001.log - [INFO] - [E:120| 0]: Train Loss:0.0011678, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:45:53,703 - yago11k_0.001.log - [INFO] - [E:120| 100]: Train Loss:0.0011917, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:46:57,922 - yago11k_0.001.log - [INFO] - [E:120| 200]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:48:02,165 - yago11k_0.001.log - [INFO] - [E:120| 300]: Train Loss:0.001192, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:49:06,337 - yago11k_0.001.log - [INFO] - [E:120| 400]: Train Loss:0.001192, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:50:10,639 - yago11k_0.001.log - [INFO] - [E:120| 500]: Train Loss:0.0011919, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:51:14,499 - yago11k_0.001.log - [INFO] - [E:120| 600]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:51:14,499 - yago11k_0.001.log - [INFO] - [Epoch:120]: Training Loss:0.001193 + +2023-06-12 00:51:14,719 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 00:51:27,057 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 00:51:39,183 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.39732, Head : 0.22809, Avg : 0.3127 + +2023-06-12 00:51:39,183 - yago11k_0.001.log - [INFO] - [Epoch 120]: Training Loss: 0.0011927, Valid MRR: 0.31721, + + + +2023-06-12 00:51:39,831 - yago11k_0.001.log - [INFO] - [E:121| 0]: Train Loss:0.0012053, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:52:44,072 - yago11k_0.001.log - [INFO] - [E:121| 100]: Train Loss:0.0011889, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:53:48,319 - yago11k_0.001.log - [INFO] - [E:121| 200]: Train Loss:0.0011899, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:54:52,631 - yago11k_0.001.log - [INFO] - [E:121| 300]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:55:56,981 - yago11k_0.001.log - [INFO] - [E:121| 400]: Train Loss:0.001191, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:57:01,280 - yago11k_0.001.log - [INFO] - [E:121| 500]: Train Loss:0.001191, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:58:05,190 - yago11k_0.001.log - [INFO] - [E:121| 600]: Train Loss:0.0011913, Val MRR:0.31721, yago11k_0.001.log +2023-06-12 00:58:05,190 - yago11k_0.001.log - [INFO] - [Epoch:121]: Training Loss:0.001191 + +2023-06-12 00:58:05,409 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 00:58:17,695 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 00:58:29,815 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.40622, Head : 0.22953, Avg : 0.31788 + +2023-06-12 00:58:30,880 - yago11k_0.001.log - [INFO] - [Epoch 121]: Training Loss: 0.0011913, Valid MRR: 0.31788, + + + +2023-06-12 00:58:31,531 - yago11k_0.001.log - [INFO] - [E:122| 0]: Train Loss:0.0011743, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 00:59:35,755 - yago11k_0.001.log - [INFO] - [E:122| 100]: Train Loss:0.0011897, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:00:40,066 - yago11k_0.001.log - [INFO] - [E:122| 200]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:01:44,364 - yago11k_0.001.log - [INFO] - [E:122| 300]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:02:48,703 - yago11k_0.001.log - [INFO] - [E:122| 400]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:03:52,999 - yago11k_0.001.log - [INFO] - [E:122| 500]: Train Loss:0.0011898, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:04:56,854 - yago11k_0.001.log - [INFO] - [E:122| 600]: Train Loss:0.0011903, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:04:56,854 - yago11k_0.001.log - [INFO] - [Epoch:122]: Training Loss:0.00119 + +2023-06-12 01:04:57,074 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 01:05:09,382 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 01:05:21,524 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.40168, Head : 0.23007, Avg : 0.31587 + +2023-06-12 01:05:21,525 - yago11k_0.001.log - [INFO] - [Epoch 122]: Training Loss: 0.0011903, Valid MRR: 0.31788, + + + +2023-06-12 01:05:22,173 - yago11k_0.001.log - [INFO] - [E:123| 0]: Train Loss:0.0011699, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:06:26,523 - yago11k_0.001.log - [INFO] - [E:123| 100]: Train Loss:0.0011893, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:07:30,785 - yago11k_0.001.log - [INFO] - [E:123| 200]: Train Loss:0.0011875, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:08:35,049 - yago11k_0.001.log - [INFO] - [E:123| 300]: Train Loss:0.0011877, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:09:39,250 - yago11k_0.001.log - [INFO] - [E:123| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:10:43,614 - yago11k_0.001.log - [INFO] - [E:123| 500]: Train Loss:0.0011892, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:11:47,462 - yago11k_0.001.log - [INFO] - [E:123| 600]: Train Loss:0.001189, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:11:47,462 - yago11k_0.001.log - [INFO] - [Epoch:123]: Training Loss:0.001189 + +2023-06-12 01:11:47,682 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 01:11:59,987 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 01:12:12,134 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.40103, Head : 0.22906, Avg : 0.31505 + +2023-06-12 01:12:12,134 - yago11k_0.001.log - [INFO] - [Epoch 123]: Training Loss: 0.001189, Valid MRR: 0.31788, + + + +2023-06-12 01:12:12,781 - yago11k_0.001.log - [INFO] - [E:124| 0]: Train Loss:0.00116, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:13:17,084 - yago11k_0.001.log - [INFO] - [E:124| 100]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:14:21,340 - yago11k_0.001.log - [INFO] - [E:124| 200]: Train Loss:0.001185, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:15:25,557 - yago11k_0.001.log - [INFO] - [E:124| 300]: Train Loss:0.0011878, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:16:29,736 - yago11k_0.001.log - [INFO] - [E:124| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:17:34,003 - yago11k_0.001.log - [INFO] - [E:124| 500]: Train Loss:0.0011886, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:18:37,778 - yago11k_0.001.log - [INFO] - [E:124| 600]: Train Loss:0.0011883, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:18:37,778 - yago11k_0.001.log - [INFO] - [Epoch:124]: Training Loss:0.001188 + +2023-06-12 01:18:38,000 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 01:18:50,340 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 01:19:02,553 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.40294, Head : 0.2291, Avg : 0.31602 + +2023-06-12 01:19:02,553 - yago11k_0.001.log - [INFO] - [Epoch 124]: Training Loss: 0.0011883, Valid MRR: 0.31788, + + + +2023-06-12 01:19:03,200 - yago11k_0.001.log - [INFO] - [E:125| 0]: Train Loss:0.0011736, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:20:07,420 - yago11k_0.001.log - [INFO] - [E:125| 100]: Train Loss:0.001183, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:21:11,772 - yago11k_0.001.log - [INFO] - [E:125| 200]: Train Loss:0.0011853, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:22:16,087 - yago11k_0.001.log - [INFO] - [E:125| 300]: Train Loss:0.0011867, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:23:20,379 - yago11k_0.001.log - [INFO] - [E:125| 400]: Train Loss:0.0011868, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:24:24,624 - yago11k_0.001.log - [INFO] - [E:125| 500]: Train Loss:0.0011872, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:25:28,512 - yago11k_0.001.log - [INFO] - [E:125| 600]: Train Loss:0.0011871, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:25:28,512 - yago11k_0.001.log - [INFO] - [Epoch:125]: Training Loss:0.001187 + +2023-06-12 01:25:28,731 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 01:25:41,030 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 01:25:53,157 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.40153, Head : 0.23045, Avg : 0.31599 + +2023-06-12 01:25:53,157 - yago11k_0.001.log - [INFO] - [Epoch 125]: Training Loss: 0.0011871, Valid MRR: 0.31788, + + + +2023-06-12 01:25:53,804 - yago11k_0.001.log - [INFO] - [E:126| 0]: Train Loss:0.0012263, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:26:58,090 - yago11k_0.001.log - [INFO] - [E:126| 100]: Train Loss:0.0011844, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:28:02,541 - yago11k_0.001.log - [INFO] - [E:126| 200]: Train Loss:0.0011837, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:29:06,820 - yago11k_0.001.log - [INFO] - [E:126| 300]: Train Loss:0.0011846, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:30:11,165 - yago11k_0.001.log - [INFO] - [E:126| 400]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:31:15,459 - yago11k_0.001.log - [INFO] - [E:126| 500]: Train Loss:0.0011848, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:32:19,397 - yago11k_0.001.log - [INFO] - [E:126| 600]: Train Loss:0.0011858, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:32:19,398 - yago11k_0.001.log - [INFO] - [Epoch:126]: Training Loss:0.001186 + +2023-06-12 01:32:19,616 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 01:32:31,912 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 01:32:44,049 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.4024, Head : 0.22848, Avg : 0.31544 + +2023-06-12 01:32:44,049 - yago11k_0.001.log - [INFO] - [Epoch 126]: Training Loss: 0.0011858, Valid MRR: 0.31788, + + + +2023-06-12 01:32:44,695 - yago11k_0.001.log - [INFO] - [E:127| 0]: Train Loss:0.0011688, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:33:48,987 - yago11k_0.001.log - [INFO] - [E:127| 100]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:34:53,276 - yago11k_0.001.log - [INFO] - [E:127| 200]: Train Loss:0.0011857, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:35:57,495 - yago11k_0.001.log - [INFO] - [E:127| 300]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:37:01,720 - yago11k_0.001.log - [INFO] - [E:127| 400]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:38:06,041 - yago11k_0.001.log - [INFO] - [E:127| 500]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:39:09,903 - yago11k_0.001.log - [INFO] - [E:127| 600]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:39:09,903 - yago11k_0.001.log - [INFO] - [Epoch:127]: Training Loss:0.001185 + +2023-06-12 01:39:10,123 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 01:39:22,413 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 01:39:34,534 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.39703, Head : 0.22917, Avg : 0.3131 + +2023-06-12 01:39:34,534 - yago11k_0.001.log - [INFO] - [Epoch 127]: Training Loss: 0.0011849, Valid MRR: 0.31788, + + + +2023-06-12 01:39:35,180 - yago11k_0.001.log - [INFO] - [E:128| 0]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:40:39,426 - yago11k_0.001.log - [INFO] - [E:128| 100]: Train Loss:0.0011822, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:41:43,624 - yago11k_0.001.log - [INFO] - [E:128| 200]: Train Loss:0.0011816, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:42:47,929 - yago11k_0.001.log - [INFO] - [E:128| 300]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:43:52,163 - yago11k_0.001.log - [INFO] - [E:128| 400]: Train Loss:0.0011835, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:44:56,447 - yago11k_0.001.log - [INFO] - [E:128| 500]: Train Loss:0.0011838, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:46:00,293 - yago11k_0.001.log - [INFO] - [E:128| 600]: Train Loss:0.0011836, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:46:00,293 - yago11k_0.001.log - [INFO] - [Epoch:128]: Training Loss:0.001184 + +2023-06-12 01:46:00,513 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 01:46:12,811 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 01:46:24,946 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.4009, Head : 0.23036, Avg : 0.31563 + +2023-06-12 01:46:24,946 - yago11k_0.001.log - [INFO] - [Epoch 128]: Training Loss: 0.0011836, Valid MRR: 0.31788, + + + +2023-06-12 01:46:25,594 - yago11k_0.001.log - [INFO] - [E:129| 0]: Train Loss:0.0011961, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:47:29,872 - yago11k_0.001.log - [INFO] - [E:129| 100]: Train Loss:0.0011795, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:48:34,090 - yago11k_0.001.log - [INFO] - [E:129| 200]: Train Loss:0.0011817, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:49:38,387 - yago11k_0.001.log - [INFO] - [E:129| 300]: Train Loss:0.001181, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:50:42,724 - yago11k_0.001.log - [INFO] - [E:129| 400]: Train Loss:0.0011813, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:51:46,956 - yago11k_0.001.log - [INFO] - [E:129| 500]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:52:50,713 - yago11k_0.001.log - [INFO] - [E:129| 600]: Train Loss:0.001183, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:52:50,713 - yago11k_0.001.log - [INFO] - [Epoch:129]: Training Loss:0.001183 + +2023-06-12 01:52:50,933 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 01:53:03,253 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 01:53:15,397 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.39875, Head : 0.22917, Avg : 0.31396 + MR: Tail : 381.92, Head : 738.78, Avg : 560.35 + Hit-1: Tail : 0.30522, Head : 0.18672, Avg : 0.24597 + Hit-3: Tail : 0.43998, Head : 0.22256, Avg : 0.33127 + Hit-10: Tail : 0.58447, Head : 0.31495, Avg : 0.44971 +2023-06-12 01:53:15,398 - yago11k_0.001.log - [INFO] - [Epoch 129]: Training Loss: 0.001183, Valid MRR: 0.31788, + + + +2023-06-12 01:53:16,043 - yago11k_0.001.log - [INFO] - [E:130| 0]: Train Loss:0.001209, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:54:20,233 - yago11k_0.001.log - [INFO] - [E:130| 100]: Train Loss:0.0011833, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:55:24,546 - yago11k_0.001.log - [INFO] - [E:130| 200]: Train Loss:0.0011811, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:56:28,737 - yago11k_0.001.log - [INFO] - [E:130| 300]: Train Loss:0.0011797, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:57:33,011 - yago11k_0.001.log - [INFO] - [E:130| 400]: Train Loss:0.0011801, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:58:37,218 - yago11k_0.001.log - [INFO] - [E:130| 500]: Train Loss:0.0011815, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:59:40,993 - yago11k_0.001.log - [INFO] - [E:130| 600]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 01:59:40,993 - yago11k_0.001.log - [INFO] - [Epoch:130]: Training Loss:0.001182 + +2023-06-12 01:59:41,212 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 01:59:53,503 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 02:00:05,641 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.40483, Head : 0.23051, Avg : 0.31767 + +2023-06-12 02:00:05,641 - yago11k_0.001.log - [INFO] - [Epoch 130]: Training Loss: 0.0011818, Valid MRR: 0.31788, + + + +2023-06-12 02:00:06,290 - yago11k_0.001.log - [INFO] - [E:131| 0]: Train Loss:0.0011592, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 02:01:10,478 - yago11k_0.001.log - [INFO] - [E:131| 100]: Train Loss:0.0011781, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 02:02:14,785 - yago11k_0.001.log - [INFO] - [E:131| 200]: Train Loss:0.0011771, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 02:03:18,992 - yago11k_0.001.log - [INFO] - [E:131| 300]: Train Loss:0.0011787, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 02:04:23,251 - yago11k_0.001.log - [INFO] - [E:131| 400]: Train Loss:0.0011796, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 02:05:27,529 - yago11k_0.001.log - [INFO] - [E:131| 500]: Train Loss:0.0011802, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 02:06:31,371 - yago11k_0.001.log - [INFO] - [E:131| 600]: Train Loss:0.0011809, Val MRR:0.31788, yago11k_0.001.log +2023-06-12 02:06:31,371 - yago11k_0.001.log - [INFO] - [Epoch:131]: Training Loss:0.001181 + +2023-06-12 02:06:31,590 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 02:06:43,894 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 02:06:56,056 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.40644, Head : 0.22961, Avg : 0.31803 + +2023-06-12 02:06:56,971 - yago11k_0.001.log - [INFO] - [Epoch 131]: Training Loss: 0.0011809, Valid MRR: 0.31803, + + + +2023-06-12 02:06:57,618 - yago11k_0.001.log - [INFO] - [E:132| 0]: Train Loss:0.0012017, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:08:01,994 - yago11k_0.001.log - [INFO] - [E:132| 100]: Train Loss:0.0011829, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:09:06,205 - yago11k_0.001.log - [INFO] - [E:132| 200]: Train Loss:0.0011821, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:10:10,476 - yago11k_0.001.log - [INFO] - [E:132| 300]: Train Loss:0.0011802, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:11:14,722 - yago11k_0.001.log - [INFO] - [E:132| 400]: Train Loss:0.0011794, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:12:19,128 - yago11k_0.001.log - [INFO] - [E:132| 500]: Train Loss:0.0011796, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:13:22,950 - yago11k_0.001.log - [INFO] - [E:132| 600]: Train Loss:0.0011798, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:13:22,950 - yago11k_0.001.log - [INFO] - [Epoch:132]: Training Loss:0.00118 + +2023-06-12 02:13:23,169 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 02:13:35,477 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 02:13:47,595 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.40399, Head : 0.22989, Avg : 0.31694 + +2023-06-12 02:13:47,595 - yago11k_0.001.log - [INFO] - [Epoch 132]: Training Loss: 0.0011798, Valid MRR: 0.31803, + + + +2023-06-12 02:13:48,244 - yago11k_0.001.log - [INFO] - [E:133| 0]: Train Loss:0.0011953, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:14:52,569 - yago11k_0.001.log - [INFO] - [E:133| 100]: Train Loss:0.0011781, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:15:56,755 - yago11k_0.001.log - [INFO] - [E:133| 200]: Train Loss:0.0011787, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:17:01,237 - yago11k_0.001.log - [INFO] - [E:133| 300]: Train Loss:0.0011785, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:18:05,533 - yago11k_0.001.log - [INFO] - [E:133| 400]: Train Loss:0.0011788, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:19:09,890 - yago11k_0.001.log - [INFO] - [E:133| 500]: Train Loss:0.0011782, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:20:13,737 - yago11k_0.001.log - [INFO] - [E:133| 600]: Train Loss:0.0011785, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:20:13,738 - yago11k_0.001.log - [INFO] - [Epoch:133]: Training Loss:0.001178 + +2023-06-12 02:20:13,957 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 02:20:26,252 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 02:20:38,445 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.40371, Head : 0.22956, Avg : 0.31664 + +2023-06-12 02:20:38,446 - yago11k_0.001.log - [INFO] - [Epoch 133]: Training Loss: 0.0011785, Valid MRR: 0.31803, + + + +2023-06-12 02:20:39,094 - yago11k_0.001.log - [INFO] - [E:134| 0]: Train Loss:0.0011559, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:21:43,385 - yago11k_0.001.log - [INFO] - [E:134| 100]: Train Loss:0.0011744, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:22:47,643 - yago11k_0.001.log - [INFO] - [E:134| 200]: Train Loss:0.0011743, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:23:51,923 - yago11k_0.001.log - [INFO] - [E:134| 300]: Train Loss:0.0011755, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:24:56,259 - yago11k_0.001.log - [INFO] - [E:134| 400]: Train Loss:0.0011773, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:26:00,511 - yago11k_0.001.log - [INFO] - [E:134| 500]: Train Loss:0.0011778, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:27:04,389 - yago11k_0.001.log - [INFO] - [E:134| 600]: Train Loss:0.0011775, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:27:04,389 - yago11k_0.001.log - [INFO] - [Epoch:134]: Training Loss:0.001178 + +2023-06-12 02:27:04,608 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 02:27:16,946 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 02:27:29,070 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.39575, Head : 0.23083, Avg : 0.31329 + +2023-06-12 02:27:29,070 - yago11k_0.001.log - [INFO] - [Epoch 134]: Training Loss: 0.0011775, Valid MRR: 0.31803, + + + +2023-06-12 02:27:29,718 - yago11k_0.001.log - [INFO] - [E:135| 0]: Train Loss:0.0011696, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:28:33,995 - yago11k_0.001.log - [INFO] - [E:135| 100]: Train Loss:0.0011727, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:29:38,386 - yago11k_0.001.log - [INFO] - [E:135| 200]: Train Loss:0.001174, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:30:42,684 - yago11k_0.001.log - [INFO] - [E:135| 300]: Train Loss:0.0011756, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:31:47,065 - yago11k_0.001.log - [INFO] - [E:135| 400]: Train Loss:0.0011757, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:32:51,373 - yago11k_0.001.log - [INFO] - [E:135| 500]: Train Loss:0.0011759, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:33:55,205 - yago11k_0.001.log - [INFO] - [E:135| 600]: Train Loss:0.0011763, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:33:55,206 - yago11k_0.001.log - [INFO] - [Epoch:135]: Training Loss:0.001176 + +2023-06-12 02:33:55,425 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 02:34:07,719 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 02:34:19,852 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.40512, Head : 0.23053, Avg : 0.31783 + +2023-06-12 02:34:19,852 - yago11k_0.001.log - [INFO] - [Epoch 135]: Training Loss: 0.0011763, Valid MRR: 0.31803, + + + +2023-06-12 02:34:20,498 - yago11k_0.001.log - [INFO] - [E:136| 0]: Train Loss:0.00115, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:35:24,764 - yago11k_0.001.log - [INFO] - [E:136| 100]: Train Loss:0.001174, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:36:29,096 - yago11k_0.001.log - [INFO] - [E:136| 200]: Train Loss:0.0011736, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:37:33,487 - yago11k_0.001.log - [INFO] - [E:136| 300]: Train Loss:0.0011744, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:38:37,918 - yago11k_0.001.log - [INFO] - [E:136| 400]: Train Loss:0.0011745, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:39:42,264 - yago11k_0.001.log - [INFO] - [E:136| 500]: Train Loss:0.0011753, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:40:46,207 - yago11k_0.001.log - [INFO] - [E:136| 600]: Train Loss:0.0011758, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:40:46,207 - yago11k_0.001.log - [INFO] - [Epoch:136]: Training Loss:0.001176 + +2023-06-12 02:40:46,427 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 02:40:58,732 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 02:41:10,874 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.39841, Head : 0.22921, Avg : 0.31381 + +2023-06-12 02:41:10,874 - yago11k_0.001.log - [INFO] - [Epoch 136]: Training Loss: 0.0011758, Valid MRR: 0.31803, + + + +2023-06-12 02:41:11,523 - yago11k_0.001.log - [INFO] - [E:137| 0]: Train Loss:0.0011802, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:42:15,879 - yago11k_0.001.log - [INFO] - [E:137| 100]: Train Loss:0.001173, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:43:20,199 - yago11k_0.001.log - [INFO] - [E:137| 200]: Train Loss:0.0011738, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:44:24,543 - yago11k_0.001.log - [INFO] - [E:137| 300]: Train Loss:0.0011741, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:45:28,779 - yago11k_0.001.log - [INFO] - [E:137| 400]: Train Loss:0.0011741, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:46:33,287 - yago11k_0.001.log - [INFO] - [E:137| 500]: Train Loss:0.0011742, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:47:37,164 - yago11k_0.001.log - [INFO] - [E:137| 600]: Train Loss:0.0011744, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:47:37,165 - yago11k_0.001.log - [INFO] - [Epoch:137]: Training Loss:0.001174 + +2023-06-12 02:47:37,384 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 02:47:49,693 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 02:48:01,830 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.40158, Head : 0.22919, Avg : 0.31539 + +2023-06-12 02:48:01,830 - yago11k_0.001.log - [INFO] - [Epoch 137]: Training Loss: 0.0011744, Valid MRR: 0.31803, + + + +2023-06-12 02:48:02,478 - yago11k_0.001.log - [INFO] - [E:138| 0]: Train Loss:0.0011822, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:49:06,986 - yago11k_0.001.log - [INFO] - [E:138| 100]: Train Loss:0.0011714, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:50:11,351 - yago11k_0.001.log - [INFO] - [E:138| 200]: Train Loss:0.0011731, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:51:15,679 - yago11k_0.001.log - [INFO] - [E:138| 300]: Train Loss:0.0011735, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:52:20,034 - yago11k_0.001.log - [INFO] - [E:138| 400]: Train Loss:0.0011732, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:53:24,353 - yago11k_0.001.log - [INFO] - [E:138| 500]: Train Loss:0.0011739, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:54:28,158 - yago11k_0.001.log - [INFO] - [E:138| 600]: Train Loss:0.0011742, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:54:28,159 - yago11k_0.001.log - [INFO] - [Epoch:138]: Training Loss:0.001174 + +2023-06-12 02:54:28,377 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 02:54:40,682 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 02:54:52,869 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.40194, Head : 0.23089, Avg : 0.31642 + +2023-06-12 02:54:52,869 - yago11k_0.001.log - [INFO] - [Epoch 138]: Training Loss: 0.0011742, Valid MRR: 0.31803, + + + +2023-06-12 02:54:53,516 - yago11k_0.001.log - [INFO] - [E:139| 0]: Train Loss:0.0011966, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:55:57,829 - yago11k_0.001.log - [INFO] - [E:139| 100]: Train Loss:0.0011746, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:57:02,215 - yago11k_0.001.log - [INFO] - [E:139| 200]: Train Loss:0.001173, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:58:06,612 - yago11k_0.001.log - [INFO] - [E:139| 300]: Train Loss:0.0011714, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 02:59:10,967 - yago11k_0.001.log - [INFO] - [E:139| 400]: Train Loss:0.0011724, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:00:15,376 - yago11k_0.001.log - [INFO] - [E:139| 500]: Train Loss:0.0011727, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:01:19,316 - yago11k_0.001.log - [INFO] - [E:139| 600]: Train Loss:0.0011733, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:01:19,316 - yago11k_0.001.log - [INFO] - [Epoch:139]: Training Loss:0.001173 + +2023-06-12 03:01:19,536 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 03:01:31,875 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 03:01:44,031 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.39808, Head : 0.22992, Avg : 0.314 + MR: Tail : 419.57, Head : 750.8, Avg : 585.19 + Hit-1: Tail : 0.30425, Head : 0.18839, Avg : 0.24632 + Hit-3: Tail : 0.4404, Head : 0.22395, Avg : 0.33218 + Hit-10: Tail : 0.57627, Head : 0.30731, Avg : 0.44179 +2023-06-12 03:01:44,031 - yago11k_0.001.log - [INFO] - [Epoch 139]: Training Loss: 0.0011733, Valid MRR: 0.31803, + + + +2023-06-12 03:01:44,684 - yago11k_0.001.log - [INFO] - [E:140| 0]: Train Loss:0.0011734, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:02:48,968 - yago11k_0.001.log - [INFO] - [E:140| 100]: Train Loss:0.0011699, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:03:53,389 - yago11k_0.001.log - [INFO] - [E:140| 200]: Train Loss:0.0011716, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:04:57,706 - yago11k_0.001.log - [INFO] - [E:140| 300]: Train Loss:0.0011724, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:06:02,200 - yago11k_0.001.log - [INFO] - [E:140| 400]: Train Loss:0.0011719, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:07:06,477 - yago11k_0.001.log - [INFO] - [E:140| 500]: Train Loss:0.0011722, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:08:10,483 - yago11k_0.001.log - [INFO] - [E:140| 600]: Train Loss:0.0011719, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:08:10,483 - yago11k_0.001.log - [INFO] - [Epoch:140]: Training Loss:0.001172 + +2023-06-12 03:08:10,703 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 03:08:23,035 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 03:08:35,187 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.40508, Head : 0.2294, Avg : 0.31724 + +2023-06-12 03:08:35,187 - yago11k_0.001.log - [INFO] - [Epoch 140]: Training Loss: 0.0011719, Valid MRR: 0.31803, + + + +2023-06-12 03:08:35,835 - yago11k_0.001.log - [INFO] - [E:141| 0]: Train Loss:0.0011575, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:09:40,137 - yago11k_0.001.log - [INFO] - [E:141| 100]: Train Loss:0.0011673, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:10:44,493 - yago11k_0.001.log - [INFO] - [E:141| 200]: Train Loss:0.0011698, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:11:48,854 - yago11k_0.001.log - [INFO] - [E:141| 300]: Train Loss:0.0011695, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:12:53,206 - yago11k_0.001.log - [INFO] - [E:141| 400]: Train Loss:0.0011704, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:13:57,549 - yago11k_0.001.log - [INFO] - [E:141| 500]: Train Loss:0.0011713, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:15:01,378 - yago11k_0.001.log - [INFO] - [E:141| 600]: Train Loss:0.0011714, Val MRR:0.31803, yago11k_0.001.log +2023-06-12 03:15:01,378 - yago11k_0.001.log - [INFO] - [Epoch:141]: Training Loss:0.001171 + +2023-06-12 03:15:01,598 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 03:15:13,920 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 03:15:26,057 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.41038, Head : 0.2324, Avg : 0.32139 + +2023-06-12 03:15:27,083 - yago11k_0.001.log - [INFO] - [Epoch 141]: Training Loss: 0.0011714, Valid MRR: 0.32139, + + + +2023-06-12 03:15:27,735 - yago11k_0.001.log - [INFO] - [E:142| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:16:32,136 - yago11k_0.001.log - [INFO] - [E:142| 100]: Train Loss:0.0011671, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:17:36,500 - yago11k_0.001.log - [INFO] - [E:142| 200]: Train Loss:0.0011688, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:18:40,846 - yago11k_0.001.log - [INFO] - [E:142| 300]: Train Loss:0.0011687, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:19:45,111 - yago11k_0.001.log - [INFO] - [E:142| 400]: Train Loss:0.0011693, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:20:49,504 - yago11k_0.001.log - [INFO] - [E:142| 500]: Train Loss:0.0011701, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:21:53,396 - yago11k_0.001.log - [INFO] - [E:142| 600]: Train Loss:0.0011705, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:21:53,397 - yago11k_0.001.log - [INFO] - [Epoch:142]: Training Loss:0.001171 + +2023-06-12 03:21:53,617 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 03:22:05,922 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 03:22:18,053 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.40274, Head : 0.22972, Avg : 0.31623 + +2023-06-12 03:22:18,054 - yago11k_0.001.log - [INFO] - [Epoch 142]: Training Loss: 0.0011705, Valid MRR: 0.32139, + + + +2023-06-12 03:22:18,702 - yago11k_0.001.log - [INFO] - [E:143| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:23:23,062 - yago11k_0.001.log - [INFO] - [E:143| 100]: Train Loss:0.0011696, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:24:27,378 - yago11k_0.001.log - [INFO] - [E:143| 200]: Train Loss:0.0011681, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:25:31,726 - yago11k_0.001.log - [INFO] - [E:143| 300]: Train Loss:0.001169, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:26:36,048 - yago11k_0.001.log - [INFO] - [E:143| 400]: Train Loss:0.0011691, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:27:40,407 - yago11k_0.001.log - [INFO] - [E:143| 500]: Train Loss:0.0011694, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:28:44,269 - yago11k_0.001.log - [INFO] - [E:143| 600]: Train Loss:0.0011695, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:28:44,269 - yago11k_0.001.log - [INFO] - [Epoch:143]: Training Loss:0.00117 + +2023-06-12 03:28:44,489 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 03:28:56,846 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 03:29:09,038 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.40655, Head : 0.22957, Avg : 0.31806 + +2023-06-12 03:29:09,038 - yago11k_0.001.log - [INFO] - [Epoch 143]: Training Loss: 0.0011695, Valid MRR: 0.32139, + + + +2023-06-12 03:29:09,688 - yago11k_0.001.log - [INFO] - [E:144| 0]: Train Loss:0.0011857, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:30:14,006 - yago11k_0.001.log - [INFO] - [E:144| 100]: Train Loss:0.0011673, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:31:18,449 - yago11k_0.001.log - [INFO] - [E:144| 200]: Train Loss:0.0011672, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:32:22,799 - yago11k_0.001.log - [INFO] - [E:144| 300]: Train Loss:0.001168, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:33:27,127 - yago11k_0.001.log - [INFO] - [E:144| 400]: Train Loss:0.0011683, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:34:31,416 - yago11k_0.001.log - [INFO] - [E:144| 500]: Train Loss:0.0011682, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:35:35,408 - yago11k_0.001.log - [INFO] - [E:144| 600]: Train Loss:0.0011688, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:35:35,408 - yago11k_0.001.log - [INFO] - [Epoch:144]: Training Loss:0.001169 + +2023-06-12 03:35:35,628 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 03:35:47,937 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 03:36:00,075 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.40309, Head : 0.22844, Avg : 0.31577 + +2023-06-12 03:36:00,075 - yago11k_0.001.log - [INFO] - [Epoch 144]: Training Loss: 0.0011688, Valid MRR: 0.32139, + + + +2023-06-12 03:36:00,723 - yago11k_0.001.log - [INFO] - [E:145| 0]: Train Loss:0.0011563, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:37:05,042 - yago11k_0.001.log - [INFO] - [E:145| 100]: Train Loss:0.0011712, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:38:09,455 - yago11k_0.001.log - [INFO] - [E:145| 200]: Train Loss:0.0011686, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:39:13,761 - yago11k_0.001.log - [INFO] - [E:145| 300]: Train Loss:0.0011684, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:40:18,117 - yago11k_0.001.log - [INFO] - [E:145| 400]: Train Loss:0.0011675, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:41:22,464 - yago11k_0.001.log - [INFO] - [E:145| 500]: Train Loss:0.0011678, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:42:26,413 - yago11k_0.001.log - [INFO] - [E:145| 600]: Train Loss:0.0011679, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:42:26,414 - yago11k_0.001.log - [INFO] - [Epoch:145]: Training Loss:0.001168 + +2023-06-12 03:42:26,633 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 03:42:38,948 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 03:42:51,106 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.40306, Head : 0.23057, Avg : 0.31682 + +2023-06-12 03:42:51,106 - yago11k_0.001.log - [INFO] - [Epoch 145]: Training Loss: 0.0011679, Valid MRR: 0.32139, + + + +2023-06-12 03:42:51,753 - yago11k_0.001.log - [INFO] - [E:146| 0]: Train Loss:0.0011353, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:43:56,134 - yago11k_0.001.log - [INFO] - [E:146| 100]: Train Loss:0.0011631, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:45:00,460 - yago11k_0.001.log - [INFO] - [E:146| 200]: Train Loss:0.0011639, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:46:04,889 - yago11k_0.001.log - [INFO] - [E:146| 300]: Train Loss:0.0011651, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:47:09,175 - yago11k_0.001.log - [INFO] - [E:146| 400]: Train Loss:0.0011657, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:48:13,523 - yago11k_0.001.log - [INFO] - [E:146| 500]: Train Loss:0.0011659, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:49:17,475 - yago11k_0.001.log - [INFO] - [E:146| 600]: Train Loss:0.0011668, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:49:17,475 - yago11k_0.001.log - [INFO] - [Epoch:146]: Training Loss:0.001167 + +2023-06-12 03:49:17,695 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 03:49:30,020 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 03:49:42,170 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.40148, Head : 0.22905, Avg : 0.31526 + +2023-06-12 03:49:42,171 - yago11k_0.001.log - [INFO] - [Epoch 146]: Training Loss: 0.0011668, Valid MRR: 0.32139, + + + +2023-06-12 03:49:42,820 - yago11k_0.001.log - [INFO] - [E:147| 0]: Train Loss:0.0011859, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:50:47,231 - yago11k_0.001.log - [INFO] - [E:147| 100]: Train Loss:0.0011653, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:51:51,589 - yago11k_0.001.log - [INFO] - [E:147| 200]: Train Loss:0.0011644, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:52:55,971 - yago11k_0.001.log - [INFO] - [E:147| 300]: Train Loss:0.0011637, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:54:00,316 - yago11k_0.001.log - [INFO] - [E:147| 400]: Train Loss:0.0011652, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:55:04,748 - yago11k_0.001.log - [INFO] - [E:147| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:56:08,699 - yago11k_0.001.log - [INFO] - [E:147| 600]: Train Loss:0.0011657, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:56:08,699 - yago11k_0.001.log - [INFO] - [Epoch:147]: Training Loss:0.001166 + +2023-06-12 03:56:08,919 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 03:56:21,242 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 03:56:33,450 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.40056, Head : 0.22792, Avg : 0.31424 + +2023-06-12 03:56:33,450 - yago11k_0.001.log - [INFO] - [Epoch 147]: Training Loss: 0.0011657, Valid MRR: 0.32139, + + + +2023-06-12 03:56:34,099 - yago11k_0.001.log - [INFO] - [E:148| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:57:38,532 - yago11k_0.001.log - [INFO] - [E:148| 100]: Train Loss:0.001164, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:58:42,934 - yago11k_0.001.log - [INFO] - [E:148| 200]: Train Loss:0.0011643, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 03:59:47,406 - yago11k_0.001.log - [INFO] - [E:148| 300]: Train Loss:0.0011649, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:00:51,808 - yago11k_0.001.log - [INFO] - [E:148| 400]: Train Loss:0.0011653, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:01:56,124 - yago11k_0.001.log - [INFO] - [E:148| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:03:00,140 - yago11k_0.001.log - [INFO] - [E:148| 600]: Train Loss:0.0011653, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:03:00,140 - yago11k_0.001.log - [INFO] - [Epoch:148]: Training Loss:0.001165 + +2023-06-12 04:03:00,362 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 04:03:12,770 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 04:03:24,929 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.40057, Head : 0.22957, Avg : 0.31507 + +2023-06-12 04:03:24,929 - yago11k_0.001.log - [INFO] - [Epoch 148]: Training Loss: 0.0011653, Valid MRR: 0.32139, + + + +2023-06-12 04:03:25,577 - yago11k_0.001.log - [INFO] - [E:149| 0]: Train Loss:0.0011552, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:04:29,932 - yago11k_0.001.log - [INFO] - [E:149| 100]: Train Loss:0.0011639, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:05:34,368 - yago11k_0.001.log - [INFO] - [E:149| 200]: Train Loss:0.0011614, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:06:38,714 - yago11k_0.001.log - [INFO] - [E:149| 300]: Train Loss:0.0011628, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:07:43,135 - yago11k_0.001.log - [INFO] - [E:149| 400]: Train Loss:0.0011627, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:08:47,518 - yago11k_0.001.log - [INFO] - [E:149| 500]: Train Loss:0.0011634, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:09:51,500 - yago11k_0.001.log - [INFO] - [E:149| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:09:51,500 - yago11k_0.001.log - [INFO] - [Epoch:149]: Training Loss:0.001164 + +2023-06-12 04:09:51,720 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 04:10:04,067 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 04:10:16,238 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.40075, Head : 0.22967, Avg : 0.31521 + MR: Tail : 430.69, Head : 775.95, Avg : 603.32 + Hit-1: Tail : 0.30786, Head : 0.187, Avg : 0.24743 + Hit-3: Tail : 0.44262, Head : 0.22659, Avg : 0.33461 + Hit-10: Tail : 0.58336, Head : 0.3087, Avg : 0.44603 +2023-06-12 04:10:16,238 - yago11k_0.001.log - [INFO] - [Epoch 149]: Training Loss: 0.0011637, Valid MRR: 0.32139, + + + +2023-06-12 04:10:16,887 - yago11k_0.001.log - [INFO] - [E:150| 0]: Train Loss:0.0011586, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:11:21,235 - yago11k_0.001.log - [INFO] - [E:150| 100]: Train Loss:0.0011591, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:12:25,665 - yago11k_0.001.log - [INFO] - [E:150| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:13:29,975 - yago11k_0.001.log - [INFO] - [E:150| 300]: Train Loss:0.0011624, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:14:34,394 - yago11k_0.001.log - [INFO] - [E:150| 400]: Train Loss:0.0011629, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:15:38,724 - yago11k_0.001.log - [INFO] - [E:150| 500]: Train Loss:0.0011636, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:16:42,732 - yago11k_0.001.log - [INFO] - [E:150| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:16:42,732 - yago11k_0.001.log - [INFO] - [Epoch:150]: Training Loss:0.001164 + +2023-06-12 04:16:42,953 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 04:16:55,284 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 04:17:07,443 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.40283, Head : 0.23152, Avg : 0.31717 + +2023-06-12 04:17:07,443 - yago11k_0.001.log - [INFO] - [Epoch 150]: Training Loss: 0.0011637, Valid MRR: 0.32139, + + + +2023-06-12 04:17:08,092 - yago11k_0.001.log - [INFO] - [E:151| 0]: Train Loss:0.0011302, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:18:12,587 - yago11k_0.001.log - [INFO] - [E:151| 100]: Train Loss:0.001161, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:19:16,958 - yago11k_0.001.log - [INFO] - [E:151| 200]: Train Loss:0.0011615, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:20:21,340 - yago11k_0.001.log - [INFO] - [E:151| 300]: Train Loss:0.0011619, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:21:25,759 - yago11k_0.001.log - [INFO] - [E:151| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:22:30,257 - yago11k_0.001.log - [INFO] - [E:151| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:23:34,237 - yago11k_0.001.log - [INFO] - [E:151| 600]: Train Loss:0.0011631, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:23:34,237 - yago11k_0.001.log - [INFO] - [Epoch:151]: Training Loss:0.001163 + +2023-06-12 04:23:34,458 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 04:23:46,793 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 04:23:58,953 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.405, Head : 0.23062, Avg : 0.31781 + +2023-06-12 04:23:58,954 - yago11k_0.001.log - [INFO] - [Epoch 151]: Training Loss: 0.0011631, Valid MRR: 0.32139, + + + +2023-06-12 04:23:59,603 - yago11k_0.001.log - [INFO] - [E:152| 0]: Train Loss:0.0011509, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:25:04,085 - yago11k_0.001.log - [INFO] - [E:152| 100]: Train Loss:0.0011596, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:26:08,496 - yago11k_0.001.log - [INFO] - [E:152| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:27:12,956 - yago11k_0.001.log - [INFO] - [E:152| 300]: Train Loss:0.0011629, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:28:17,297 - yago11k_0.001.log - [INFO] - [E:152| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:29:21,746 - yago11k_0.001.log - [INFO] - [E:152| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:30:25,677 - yago11k_0.001.log - [INFO] - [E:152| 600]: Train Loss:0.0011625, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:30:25,677 - yago11k_0.001.log - [INFO] - [Epoch:152]: Training Loss:0.001162 + +2023-06-12 04:30:25,897 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 04:30:38,217 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 04:30:50,420 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.40326, Head : 0.22871, Avg : 0.31598 + +2023-06-12 04:30:50,420 - yago11k_0.001.log - [INFO] - [Epoch 152]: Training Loss: 0.0011625, Valid MRR: 0.32139, + + + +2023-06-12 04:30:51,069 - yago11k_0.001.log - [INFO] - [E:153| 0]: Train Loss:0.0011324, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:31:55,440 - yago11k_0.001.log - [INFO] - [E:153| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:32:59,850 - yago11k_0.001.log - [INFO] - [E:153| 200]: Train Loss:0.0011616, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:34:04,231 - yago11k_0.001.log - [INFO] - [E:153| 300]: Train Loss:0.0011612, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:35:08,693 - yago11k_0.001.log - [INFO] - [E:153| 400]: Train Loss:0.0011606, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:36:13,014 - yago11k_0.001.log - [INFO] - [E:153| 500]: Train Loss:0.001161, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:37:17,032 - yago11k_0.001.log - [INFO] - [E:153| 600]: Train Loss:0.0011616, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:37:17,033 - yago11k_0.001.log - [INFO] - [Epoch:153]: Training Loss:0.001162 + +2023-06-12 04:37:17,269 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 04:37:29,609 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 04:37:41,762 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.40385, Head : 0.23151, Avg : 0.31768 + +2023-06-12 04:37:41,762 - yago11k_0.001.log - [INFO] - [Epoch 153]: Training Loss: 0.0011616, Valid MRR: 0.32139, + + + +2023-06-12 04:37:42,410 - yago11k_0.001.log - [INFO] - [E:154| 0]: Train Loss:0.001141, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:38:46,844 - yago11k_0.001.log - [INFO] - [E:154| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:39:51,303 - yago11k_0.001.log - [INFO] - [E:154| 200]: Train Loss:0.0011589, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:40:55,708 - yago11k_0.001.log - [INFO] - [E:154| 300]: Train Loss:0.0011596, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:42:00,185 - yago11k_0.001.log - [INFO] - [E:154| 400]: Train Loss:0.00116, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:43:04,616 - yago11k_0.001.log - [INFO] - [E:154| 500]: Train Loss:0.0011597, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:44:08,611 - yago11k_0.001.log - [INFO] - [E:154| 600]: Train Loss:0.0011607, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:44:08,611 - yago11k_0.001.log - [INFO] - [Epoch:154]: Training Loss:0.001161 + +2023-06-12 04:44:08,831 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 04:44:21,162 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 04:44:33,331 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.39735, Head : 0.231, Avg : 0.31418 + +2023-06-12 04:44:33,331 - yago11k_0.001.log - [INFO] - [Epoch 154]: Training Loss: 0.0011607, Valid MRR: 0.32139, + + + +2023-06-12 04:44:33,982 - yago11k_0.001.log - [INFO] - [E:155| 0]: Train Loss:0.0011787, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:45:38,366 - yago11k_0.001.log - [INFO] - [E:155| 100]: Train Loss:0.0011567, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:46:42,866 - yago11k_0.001.log - [INFO] - [E:155| 200]: Train Loss:0.0011585, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:47:47,267 - yago11k_0.001.log - [INFO] - [E:155| 300]: Train Loss:0.0011586, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:48:51,759 - yago11k_0.001.log - [INFO] - [E:155| 400]: Train Loss:0.0011596, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:49:56,149 - yago11k_0.001.log - [INFO] - [E:155| 500]: Train Loss:0.0011595, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:51:00,147 - yago11k_0.001.log - [INFO] - [E:155| 600]: Train Loss:0.00116, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:51:00,148 - yago11k_0.001.log - [INFO] - [Epoch:155]: Training Loss:0.00116 + +2023-06-12 04:51:00,369 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 04:51:12,711 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 04:51:24,885 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.40564, Head : 0.2319, Avg : 0.31877 + +2023-06-12 04:51:24,886 - yago11k_0.001.log - [INFO] - [Epoch 155]: Training Loss: 0.00116, Valid MRR: 0.32139, + + + +2023-06-12 04:51:25,534 - yago11k_0.001.log - [INFO] - [E:156| 0]: Train Loss:0.001158, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:52:30,036 - yago11k_0.001.log - [INFO] - [E:156| 100]: Train Loss:0.0011599, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:53:34,442 - yago11k_0.001.log - [INFO] - [E:156| 200]: Train Loss:0.001159, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:54:38,831 - yago11k_0.001.log - [INFO] - [E:156| 300]: Train Loss:0.0011591, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:55:43,242 - yago11k_0.001.log - [INFO] - [E:156| 400]: Train Loss:0.0011588, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:56:47,663 - yago11k_0.001.log - [INFO] - [E:156| 500]: Train Loss:0.0011591, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:57:51,585 - yago11k_0.001.log - [INFO] - [E:156| 600]: Train Loss:0.0011594, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:57:51,585 - yago11k_0.001.log - [INFO] - [Epoch:156]: Training Loss:0.001159 + +2023-06-12 04:57:51,805 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 04:58:04,141 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 04:58:16,286 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.40265, Head : 0.23056, Avg : 0.3166 + +2023-06-12 04:58:16,286 - yago11k_0.001.log - [INFO] - [Epoch 156]: Training Loss: 0.0011594, Valid MRR: 0.32139, + + + +2023-06-12 04:58:16,935 - yago11k_0.001.log - [INFO] - [E:157| 0]: Train Loss:0.0011419, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 04:59:21,425 - yago11k_0.001.log - [INFO] - [E:157| 100]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:00:25,789 - yago11k_0.001.log - [INFO] - [E:157| 200]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:01:30,249 - yago11k_0.001.log - [INFO] - [E:157| 300]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:02:34,625 - yago11k_0.001.log - [INFO] - [E:157| 400]: Train Loss:0.0011589, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:03:39,058 - yago11k_0.001.log - [INFO] - [E:157| 500]: Train Loss:0.0011592, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:04:43,013 - yago11k_0.001.log - [INFO] - [E:157| 600]: Train Loss:0.001159, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:04:43,013 - yago11k_0.001.log - [INFO] - [Epoch:157]: Training Loss:0.001159 + +2023-06-12 05:04:43,234 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 05:04:55,621 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 05:05:07,838 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.4012, Head : 0.22971, Avg : 0.31546 + +2023-06-12 05:05:07,838 - yago11k_0.001.log - [INFO] - [Epoch 157]: Training Loss: 0.001159, Valid MRR: 0.32139, + + + +2023-06-12 05:05:08,487 - yago11k_0.001.log - [INFO] - [E:158| 0]: Train Loss:0.0011441, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:06:12,852 - yago11k_0.001.log - [INFO] - [E:158| 100]: Train Loss:0.001155, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:07:17,357 - yago11k_0.001.log - [INFO] - [E:158| 200]: Train Loss:0.0011568, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:08:21,810 - yago11k_0.001.log - [INFO] - [E:158| 300]: Train Loss:0.0011573, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:09:26,286 - yago11k_0.001.log - [INFO] - [E:158| 400]: Train Loss:0.0011583, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:10:30,674 - yago11k_0.001.log - [INFO] - [E:158| 500]: Train Loss:0.0011576, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:11:34,710 - yago11k_0.001.log - [INFO] - [E:158| 600]: Train Loss:0.0011583, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:11:34,711 - yago11k_0.001.log - [INFO] - [Epoch:158]: Training Loss:0.001158 + +2023-06-12 05:11:34,930 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 05:11:47,265 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 05:11:59,428 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.40462, Head : 0.22817, Avg : 0.31639 + +2023-06-12 05:11:59,428 - yago11k_0.001.log - [INFO] - [Epoch 158]: Training Loss: 0.0011583, Valid MRR: 0.32139, + + + +2023-06-12 05:12:00,076 - yago11k_0.001.log - [INFO] - [E:159| 0]: Train Loss:0.001137, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:13:04,499 - yago11k_0.001.log - [INFO] - [E:159| 100]: Train Loss:0.001156, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:14:09,060 - yago11k_0.001.log - [INFO] - [E:159| 200]: Train Loss:0.0011559, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:15:13,482 - yago11k_0.001.log - [INFO] - [E:159| 300]: Train Loss:0.0011574, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:16:17,973 - yago11k_0.001.log - [INFO] - [E:159| 400]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:17:22,379 - yago11k_0.001.log - [INFO] - [E:159| 500]: Train Loss:0.0011575, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:18:26,362 - yago11k_0.001.log - [INFO] - [E:159| 600]: Train Loss:0.0011579, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:18:26,362 - yago11k_0.001.log - [INFO] - [Epoch:159]: Training Loss:0.001158 + +2023-06-12 05:18:26,583 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 05:18:38,905 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 05:18:51,099 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.40532, Head : 0.23037, Avg : 0.31784 + MR: Tail : 473.41, Head : 798.09, Avg : 635.75 + Hit-1: Tail : 0.31953, Head : 0.18741, Avg : 0.25347 + Hit-3: Tail : 0.44137, Head : 0.22659, Avg : 0.33398 + Hit-10: Tail : 0.57808, Head : 0.30689, Avg : 0.44248 +2023-06-12 05:18:51,099 - yago11k_0.001.log - [INFO] - [Epoch 159]: Training Loss: 0.0011579, Valid MRR: 0.32139, + + + +2023-06-12 05:18:51,750 - yago11k_0.001.log - [INFO] - [E:160| 0]: Train Loss:0.0011744, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:19:56,191 - yago11k_0.001.log - [INFO] - [E:160| 100]: Train Loss:0.0011561, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:21:00,564 - yago11k_0.001.log - [INFO] - [E:160| 200]: Train Loss:0.0011555, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:22:04,958 - yago11k_0.001.log - [INFO] - [E:160| 300]: Train Loss:0.0011551, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:23:09,376 - yago11k_0.001.log - [INFO] - [E:160| 400]: Train Loss:0.0011557, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:24:13,811 - yago11k_0.001.log - [INFO] - [E:160| 500]: Train Loss:0.0011563, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:25:17,788 - yago11k_0.001.log - [INFO] - [E:160| 600]: Train Loss:0.001157, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:25:17,788 - yago11k_0.001.log - [INFO] - [Epoch:160]: Training Loss:0.001157 + +2023-06-12 05:25:18,008 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 05:25:30,340 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 05:25:42,505 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.40379, Head : 0.2292, Avg : 0.31649 + +2023-06-12 05:25:42,505 - yago11k_0.001.log - [INFO] - [Epoch 160]: Training Loss: 0.001157, Valid MRR: 0.32139, + + + +2023-06-12 05:25:43,157 - yago11k_0.001.log - [INFO] - [E:161| 0]: Train Loss:0.0011459, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:26:47,656 - yago11k_0.001.log - [INFO] - [E:161| 100]: Train Loss:0.001157, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:27:52,058 - yago11k_0.001.log - [INFO] - [E:161| 200]: Train Loss:0.0011557, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:28:56,474 - yago11k_0.001.log - [INFO] - [E:161| 300]: Train Loss:0.0011565, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:30:00,870 - yago11k_0.001.log - [INFO] - [E:161| 400]: Train Loss:0.0011565, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:31:05,411 - yago11k_0.001.log - [INFO] - [E:161| 500]: Train Loss:0.0011564, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:32:09,332 - yago11k_0.001.log - [INFO] - [E:161| 600]: Train Loss:0.001156, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:32:09,332 - yago11k_0.001.log - [INFO] - [Epoch:161]: Training Loss:0.001156 + +2023-06-12 05:32:09,552 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 05:32:21,865 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 05:32:34,021 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.409, Head : 0.23115, Avg : 0.32008 + +2023-06-12 05:32:34,021 - yago11k_0.001.log - [INFO] - [Epoch 161]: Training Loss: 0.001156, Valid MRR: 0.32139, + + + +2023-06-12 05:32:34,672 - yago11k_0.001.log - [INFO] - [E:162| 0]: Train Loss:0.0011342, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:33:39,072 - yago11k_0.001.log - [INFO] - [E:162| 100]: Train Loss:0.0011534, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:34:43,506 - yago11k_0.001.log - [INFO] - [E:162| 200]: Train Loss:0.0011541, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:35:47,929 - yago11k_0.001.log - [INFO] - [E:162| 300]: Train Loss:0.0011548, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:36:52,335 - yago11k_0.001.log - [INFO] - [E:162| 400]: Train Loss:0.0011548, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:37:56,855 - yago11k_0.001.log - [INFO] - [E:162| 500]: Train Loss:0.0011554, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:39:00,823 - yago11k_0.001.log - [INFO] - [E:162| 600]: Train Loss:0.0011557, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:39:00,823 - yago11k_0.001.log - [INFO] - [Epoch:162]: Training Loss:0.001156 + +2023-06-12 05:39:01,044 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 05:39:13,417 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 05:39:25,614 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.40767, Head : 0.23106, Avg : 0.31937 + +2023-06-12 05:39:25,614 - yago11k_0.001.log - [INFO] - [Epoch 162]: Training Loss: 0.0011557, Valid MRR: 0.32139, + + + +2023-06-12 05:39:26,265 - yago11k_0.001.log - [INFO] - [E:163| 0]: Train Loss:0.0011801, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:40:30,660 - yago11k_0.001.log - [INFO] - [E:163| 100]: Train Loss:0.0011505, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:41:35,155 - yago11k_0.001.log - [INFO] - [E:163| 200]: Train Loss:0.0011532, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:42:39,477 - yago11k_0.001.log - [INFO] - [E:163| 300]: Train Loss:0.0011541, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:43:43,944 - yago11k_0.001.log - [INFO] - [E:163| 400]: Train Loss:0.0011544, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:44:48,360 - yago11k_0.001.log - [INFO] - [E:163| 500]: Train Loss:0.0011545, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:45:52,373 - yago11k_0.001.log - [INFO] - [E:163| 600]: Train Loss:0.001155, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:45:52,374 - yago11k_0.001.log - [INFO] - [Epoch:163]: Training Loss:0.001155 + +2023-06-12 05:45:52,593 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 05:46:04,943 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 05:46:17,107 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.40391, Head : 0.23056, Avg : 0.31723 + +2023-06-12 05:46:17,107 - yago11k_0.001.log - [INFO] - [Epoch 163]: Training Loss: 0.001155, Valid MRR: 0.32139, + + + +2023-06-12 05:46:17,757 - yago11k_0.001.log - [INFO] - [E:164| 0]: Train Loss:0.0011829, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:47:22,170 - yago11k_0.001.log - [INFO] - [E:164| 100]: Train Loss:0.0011513, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:48:26,679 - yago11k_0.001.log - [INFO] - [E:164| 200]: Train Loss:0.0011533, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:49:31,077 - yago11k_0.001.log - [INFO] - [E:164| 300]: Train Loss:0.0011544, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:50:35,557 - yago11k_0.001.log - [INFO] - [E:164| 400]: Train Loss:0.001155, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:51:39,909 - yago11k_0.001.log - [INFO] - [E:164| 500]: Train Loss:0.0011543, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:52:43,914 - yago11k_0.001.log - [INFO] - [E:164| 600]: Train Loss:0.0011546, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:52:43,914 - yago11k_0.001.log - [INFO] - [Epoch:164]: Training Loss:0.001155 + +2023-06-12 05:52:44,133 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 05:52:56,463 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 05:53:08,613 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.39865, Head : 0.23109, Avg : 0.31487 + +2023-06-12 05:53:08,613 - yago11k_0.001.log - [INFO] - [Epoch 164]: Training Loss: 0.0011546, Valid MRR: 0.32139, + + + +2023-06-12 05:53:09,264 - yago11k_0.001.log - [INFO] - [E:165| 0]: Train Loss:0.0011254, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:54:13,720 - yago11k_0.001.log - [INFO] - [E:165| 100]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:55:18,111 - yago11k_0.001.log - [INFO] - [E:165| 200]: Train Loss:0.0011527, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:56:22,536 - yago11k_0.001.log - [INFO] - [E:165| 300]: Train Loss:0.0011533, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:57:26,981 - yago11k_0.001.log - [INFO] - [E:165| 400]: Train Loss:0.0011525, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:58:31,430 - yago11k_0.001.log - [INFO] - [E:165| 500]: Train Loss:0.0011528, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:59:35,414 - yago11k_0.001.log - [INFO] - [E:165| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 05:59:35,414 - yago11k_0.001.log - [INFO] - [Epoch:165]: Training Loss:0.001153 + +2023-06-12 05:59:35,634 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 05:59:47,954 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 06:00:00,109 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.40272, Head : 0.22879, Avg : 0.31575 + +2023-06-12 06:00:00,109 - yago11k_0.001.log - [INFO] - [Epoch 165]: Training Loss: 0.0011535, Valid MRR: 0.32139, + + + +2023-06-12 06:00:00,757 - yago11k_0.001.log - [INFO] - [E:166| 0]: Train Loss:0.0011446, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:01:05,263 - yago11k_0.001.log - [INFO] - [E:166| 100]: Train Loss:0.0011525, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:02:09,671 - yago11k_0.001.log - [INFO] - [E:166| 200]: Train Loss:0.0011535, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:03:14,194 - yago11k_0.001.log - [INFO] - [E:166| 300]: Train Loss:0.0011526, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:04:18,590 - yago11k_0.001.log - [INFO] - [E:166| 400]: Train Loss:0.0011529, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:05:23,044 - yago11k_0.001.log - [INFO] - [E:166| 500]: Train Loss:0.0011534, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:06:27,009 - yago11k_0.001.log - [INFO] - [E:166| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:06:27,010 - yago11k_0.001.log - [INFO] - [Epoch:166]: Training Loss:0.001153 + +2023-06-12 06:06:27,230 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 06:06:39,554 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 06:06:51,757 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.40161, Head : 0.22932, Avg : 0.31547 + +2023-06-12 06:06:51,757 - yago11k_0.001.log - [INFO] - [Epoch 166]: Training Loss: 0.0011535, Valid MRR: 0.32139, + + + +2023-06-12 06:06:52,426 - yago11k_0.001.log - [INFO] - [E:167| 0]: Train Loss:0.0011323, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:07:56,894 - yago11k_0.001.log - [INFO] - [E:167| 100]: Train Loss:0.0011508, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:09:01,262 - yago11k_0.001.log - [INFO] - [E:167| 200]: Train Loss:0.0011529, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:10:05,823 - yago11k_0.001.log - [INFO] - [E:167| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:11:10,290 - yago11k_0.001.log - [INFO] - [E:167| 400]: Train Loss:0.0011528, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:12:14,757 - yago11k_0.001.log - [INFO] - [E:167| 500]: Train Loss:0.0011529, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:13:18,810 - yago11k_0.001.log - [INFO] - [E:167| 600]: Train Loss:0.0011532, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:13:18,811 - yago11k_0.001.log - [INFO] - [Epoch:167]: Training Loss:0.001153 + +2023-06-12 06:13:19,031 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 06:13:31,440 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 06:13:43,602 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.40385, Head : 0.2292, Avg : 0.31653 + +2023-06-12 06:13:43,602 - yago11k_0.001.log - [INFO] - [Epoch 167]: Training Loss: 0.0011532, Valid MRR: 0.32139, + + + +2023-06-12 06:13:44,252 - yago11k_0.001.log - [INFO] - [E:168| 0]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:14:48,676 - yago11k_0.001.log - [INFO] - [E:168| 100]: Train Loss:0.0011515, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:15:53,231 - yago11k_0.001.log - [INFO] - [E:168| 200]: Train Loss:0.0011514, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:16:57,672 - yago11k_0.001.log - [INFO] - [E:168| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:18:02,107 - yago11k_0.001.log - [INFO] - [E:168| 400]: Train Loss:0.0011526, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:19:06,497 - yago11k_0.001.log - [INFO] - [E:168| 500]: Train Loss:0.0011527, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:20:10,594 - yago11k_0.001.log - [INFO] - [E:168| 600]: Train Loss:0.001152, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:20:10,594 - yago11k_0.001.log - [INFO] - [Epoch:168]: Training Loss:0.001152 + +2023-06-12 06:20:10,833 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 06:20:23,189 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 06:20:35,358 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.4025, Head : 0.23001, Avg : 0.31625 + +2023-06-12 06:20:35,358 - yago11k_0.001.log - [INFO] - [Epoch 168]: Training Loss: 0.001152, Valid MRR: 0.32139, + + + +2023-06-12 06:20:36,008 - yago11k_0.001.log - [INFO] - [E:169| 0]: Train Loss:0.0011363, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:21:40,454 - yago11k_0.001.log - [INFO] - [E:169| 100]: Train Loss:0.0011509, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:22:44,923 - yago11k_0.001.log - [INFO] - [E:169| 200]: Train Loss:0.0011492, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:23:49,360 - yago11k_0.001.log - [INFO] - [E:169| 300]: Train Loss:0.0011508, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:24:53,852 - yago11k_0.001.log - [INFO] - [E:169| 400]: Train Loss:0.0011517, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:25:58,305 - yago11k_0.001.log - [INFO] - [E:169| 500]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:27:02,336 - yago11k_0.001.log - [INFO] - [E:169| 600]: Train Loss:0.0011519, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:27:02,336 - yago11k_0.001.log - [INFO] - [Epoch:169]: Training Loss:0.001152 + +2023-06-12 06:27:02,556 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 06:27:14,905 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 06:27:27,085 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.40382, Head : 0.22977, Avg : 0.3168 + MR: Tail : 479.01, Head : 798.8, Avg : 638.91 + Hit-1: Tail : 0.31286, Head : 0.18797, Avg : 0.25042 + Hit-3: Tail : 0.44624, Head : 0.22576, Avg : 0.336 + Hit-10: Tail : 0.57919, Head : 0.3062, Avg : 0.44269 +2023-06-12 06:27:27,085 - yago11k_0.001.log - [INFO] - [Epoch 169]: Training Loss: 0.0011519, Valid MRR: 0.32139, + + + +2023-06-12 06:27:27,735 - yago11k_0.001.log - [INFO] - [E:170| 0]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:28:32,257 - yago11k_0.001.log - [INFO] - [E:170| 100]: Train Loss:0.0011496, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:29:36,646 - yago11k_0.001.log - [INFO] - [E:170| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:30:41,147 - yago11k_0.001.log - [INFO] - [E:170| 300]: Train Loss:0.00115, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:31:45,505 - yago11k_0.001.log - [INFO] - [E:170| 400]: Train Loss:0.0011505, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:32:49,956 - yago11k_0.001.log - [INFO] - [E:170| 500]: Train Loss:0.0011508, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:33:53,877 - yago11k_0.001.log - [INFO] - [E:170| 600]: Train Loss:0.0011509, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:33:53,878 - yago11k_0.001.log - [INFO] - [Epoch:170]: Training Loss:0.001151 + +2023-06-12 06:33:54,098 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 06:34:06,443 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 06:34:18,630 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.4049, Head : 0.22851, Avg : 0.3167 + +2023-06-12 06:34:18,630 - yago11k_0.001.log - [INFO] - [Epoch 170]: Training Loss: 0.0011509, Valid MRR: 0.32139, + + + +2023-06-12 06:34:19,281 - yago11k_0.001.log - [INFO] - [E:171| 0]: Train Loss:0.0011906, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:35:23,760 - yago11k_0.001.log - [INFO] - [E:171| 100]: Train Loss:0.0011484, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:36:28,152 - yago11k_0.001.log - [INFO] - [E:171| 200]: Train Loss:0.0011491, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:37:32,615 - yago11k_0.001.log - [INFO] - [E:171| 300]: Train Loss:0.0011498, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:38:37,011 - yago11k_0.001.log - [INFO] - [E:171| 400]: Train Loss:0.0011498, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:39:41,497 - yago11k_0.001.log - [INFO] - [E:171| 500]: Train Loss:0.0011503, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:40:45,493 - yago11k_0.001.log - [INFO] - [E:171| 600]: Train Loss:0.0011507, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:40:45,493 - yago11k_0.001.log - [INFO] - [Epoch:171]: Training Loss:0.001151 + +2023-06-12 06:40:45,715 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 06:40:58,098 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 06:41:10,364 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.40311, Head : 0.22977, Avg : 0.31644 + +2023-06-12 06:41:10,364 - yago11k_0.001.log - [INFO] - [Epoch 171]: Training Loss: 0.0011507, Valid MRR: 0.32139, + + + +2023-06-12 06:41:11,017 - yago11k_0.001.log - [INFO] - [E:172| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:42:15,420 - yago11k_0.001.log - [INFO] - [E:172| 100]: Train Loss:0.001147, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:43:19,892 - yago11k_0.001.log - [INFO] - [E:172| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:44:24,334 - yago11k_0.001.log - [INFO] - [E:172| 300]: Train Loss:0.0011477, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:45:28,803 - yago11k_0.001.log - [INFO] - [E:172| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:46:33,198 - yago11k_0.001.log - [INFO] - [E:172| 500]: Train Loss:0.0011489, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:47:37,208 - yago11k_0.001.log - [INFO] - [E:172| 600]: Train Loss:0.00115, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:47:37,208 - yago11k_0.001.log - [INFO] - [Epoch:172]: Training Loss:0.00115 + +2023-06-12 06:47:37,428 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 06:47:49,760 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 06:48:01,919 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.40039, Head : 0.23024, Avg : 0.31531 + +2023-06-12 06:48:01,919 - yago11k_0.001.log - [INFO] - [Epoch 172]: Training Loss: 0.00115, Valid MRR: 0.32139, + + + +2023-06-12 06:48:02,569 - yago11k_0.001.log - [INFO] - [E:173| 0]: Train Loss:0.0011921, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:49:06,985 - yago11k_0.001.log - [INFO] - [E:173| 100]: Train Loss:0.0011504, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:50:11,445 - yago11k_0.001.log - [INFO] - [E:173| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:51:15,851 - yago11k_0.001.log - [INFO] - [E:173| 300]: Train Loss:0.0011501, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:52:20,323 - yago11k_0.001.log - [INFO] - [E:173| 400]: Train Loss:0.0011502, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:53:24,747 - yago11k_0.001.log - [INFO] - [E:173| 500]: Train Loss:0.0011501, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:54:28,839 - yago11k_0.001.log - [INFO] - [E:173| 600]: Train Loss:0.0011499, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:54:28,839 - yago11k_0.001.log - [INFO] - [Epoch:173]: Training Loss:0.00115 + +2023-06-12 06:54:29,060 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 06:54:41,387 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 06:54:53,553 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.40511, Head : 0.23017, Avg : 0.31764 + +2023-06-12 06:54:53,553 - yago11k_0.001.log - [INFO] - [Epoch 173]: Training Loss: 0.0011499, Valid MRR: 0.32139, + + + +2023-06-12 06:54:54,203 - yago11k_0.001.log - [INFO] - [E:174| 0]: Train Loss:0.0011387, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:55:58,614 - yago11k_0.001.log - [INFO] - [E:174| 100]: Train Loss:0.0011494, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:57:03,074 - yago11k_0.001.log - [INFO] - [E:174| 200]: Train Loss:0.0011483, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:58:07,585 - yago11k_0.001.log - [INFO] - [E:174| 300]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 06:59:12,060 - yago11k_0.001.log - [INFO] - [E:174| 400]: Train Loss:0.0011486, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:00:16,555 - yago11k_0.001.log - [INFO] - [E:174| 500]: Train Loss:0.001149, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:01:20,534 - yago11k_0.001.log - [INFO] - [E:174| 600]: Train Loss:0.0011493, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:01:20,534 - yago11k_0.001.log - [INFO] - [Epoch:174]: Training Loss:0.001149 + +2023-06-12 07:01:20,754 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 07:01:33,086 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 07:01:45,252 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.39851, Head : 0.23031, Avg : 0.31441 + +2023-06-12 07:01:45,252 - yago11k_0.001.log - [INFO] - [Epoch 174]: Training Loss: 0.0011493, Valid MRR: 0.32139, + + + +2023-06-12 07:01:45,901 - yago11k_0.001.log - [INFO] - [E:175| 0]: Train Loss:0.0011443, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:02:50,413 - yago11k_0.001.log - [INFO] - [E:175| 100]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:03:54,785 - yago11k_0.001.log - [INFO] - [E:175| 200]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:04:59,297 - yago11k_0.001.log - [INFO] - [E:175| 300]: Train Loss:0.0011486, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:06:03,723 - yago11k_0.001.log - [INFO] - [E:175| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:07:08,162 - yago11k_0.001.log - [INFO] - [E:175| 500]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:08:12,132 - yago11k_0.001.log - [INFO] - [E:175| 600]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:08:12,133 - yago11k_0.001.log - [INFO] - [Epoch:175]: Training Loss:0.001149 + +2023-06-12 07:08:12,352 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 07:08:24,671 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 07:08:36,830 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.40519, Head : 0.23031, Avg : 0.31775 + +2023-06-12 07:08:36,830 - yago11k_0.001.log - [INFO] - [Epoch 175]: Training Loss: 0.0011485, Valid MRR: 0.32139, + + + +2023-06-12 07:08:37,480 - yago11k_0.001.log - [INFO] - [E:176| 0]: Train Loss:0.0011337, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:09:41,964 - yago11k_0.001.log - [INFO] - [E:176| 100]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:10:46,365 - yago11k_0.001.log - [INFO] - [E:176| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:11:50,865 - yago11k_0.001.log - [INFO] - [E:176| 300]: Train Loss:0.0011474, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:12:55,256 - yago11k_0.001.log - [INFO] - [E:176| 400]: Train Loss:0.001148, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:13:59,752 - yago11k_0.001.log - [INFO] - [E:176| 500]: Train Loss:0.0011476, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:15:03,787 - yago11k_0.001.log - [INFO] - [E:176| 600]: Train Loss:0.0011482, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:15:03,787 - yago11k_0.001.log - [INFO] - [Epoch:176]: Training Loss:0.001148 + +2023-06-12 07:15:04,012 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 07:15:16,459 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 07:15:28,666 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.4031, Head : 0.23016, Avg : 0.31663 + +2023-06-12 07:15:28,667 - yago11k_0.001.log - [INFO] - [Epoch 176]: Training Loss: 0.0011482, Valid MRR: 0.32139, + + + +2023-06-12 07:15:29,321 - yago11k_0.001.log - [INFO] - [E:177| 0]: Train Loss:0.0011833, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:16:33,743 - yago11k_0.001.log - [INFO] - [E:177| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:17:38,225 - yago11k_0.001.log - [INFO] - [E:177| 200]: Train Loss:0.0011455, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:18:42,607 - yago11k_0.001.log - [INFO] - [E:177| 300]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:19:47,138 - yago11k_0.001.log - [INFO] - [E:177| 400]: Train Loss:0.001147, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:20:51,522 - yago11k_0.001.log - [INFO] - [E:177| 500]: Train Loss:0.0011469, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:21:55,596 - yago11k_0.001.log - [INFO] - [E:177| 600]: Train Loss:0.0011478, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:21:55,596 - yago11k_0.001.log - [INFO] - [Epoch:177]: Training Loss:0.001148 + +2023-06-12 07:21:55,817 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 07:22:08,161 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 07:22:20,337 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.39855, Head : 0.22987, Avg : 0.31421 + +2023-06-12 07:22:20,337 - yago11k_0.001.log - [INFO] - [Epoch 177]: Training Loss: 0.0011478, Valid MRR: 0.32139, + + + +2023-06-12 07:22:20,991 - yago11k_0.001.log - [INFO] - [E:178| 0]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:23:25,342 - yago11k_0.001.log - [INFO] - [E:178| 100]: Train Loss:0.0011466, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:24:29,863 - yago11k_0.001.log - [INFO] - [E:178| 200]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:25:34,282 - yago11k_0.001.log - [INFO] - [E:178| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:26:38,741 - yago11k_0.001.log - [INFO] - [E:178| 400]: Train Loss:0.0011461, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:27:43,157 - yago11k_0.001.log - [INFO] - [E:178| 500]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:28:47,189 - yago11k_0.001.log - [INFO] - [E:178| 600]: Train Loss:0.0011471, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:28:47,189 - yago11k_0.001.log - [INFO] - [Epoch:178]: Training Loss:0.001147 + +2023-06-12 07:28:47,410 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 07:28:59,767 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 07:29:11,944 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.40286, Head : 0.22958, Avg : 0.31622 + +2023-06-12 07:29:11,944 - yago11k_0.001.log - [INFO] - [Epoch 178]: Training Loss: 0.0011471, Valid MRR: 0.32139, + + + +2023-06-12 07:29:12,595 - yago11k_0.001.log - [INFO] - [E:179| 0]: Train Loss:0.0011636, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:30:17,084 - yago11k_0.001.log - [INFO] - [E:179| 100]: Train Loss:0.0011441, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:31:21,500 - yago11k_0.001.log - [INFO] - [E:179| 200]: Train Loss:0.0011436, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:32:26,014 - yago11k_0.001.log - [INFO] - [E:179| 300]: Train Loss:0.0011457, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:33:30,376 - yago11k_0.001.log - [INFO] - [E:179| 400]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:34:34,907 - yago11k_0.001.log - [INFO] - [E:179| 500]: Train Loss:0.001147, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:35:38,873 - yago11k_0.001.log - [INFO] - [E:179| 600]: Train Loss:0.0011473, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:35:38,874 - yago11k_0.001.log - [INFO] - [Epoch:179]: Training Loss:0.001147 + +2023-06-12 07:35:39,093 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 07:35:51,448 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 07:36:03,609 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.40197, Head : 0.23017, Avg : 0.31607 + MR: Tail : 491.37, Head : 847.09, Avg : 669.23 + Hit-1: Tail : 0.31189, Head : 0.18825, Avg : 0.25007 + Hit-3: Tail : 0.45054, Head : 0.22451, Avg : 0.33752 + Hit-10: Tail : 0.57502, Head : 0.30897, Avg : 0.442 +2023-06-12 07:36:03,609 - yago11k_0.001.log - [INFO] - [Epoch 179]: Training Loss: 0.0011473, Valid MRR: 0.32139, + + + +2023-06-12 07:36:04,260 - yago11k_0.001.log - [INFO] - [E:180| 0]: Train Loss:0.0011314, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:37:08,766 - yago11k_0.001.log - [INFO] - [E:180| 100]: Train Loss:0.0011457, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:38:13,221 - yago11k_0.001.log - [INFO] - [E:180| 200]: Train Loss:0.0011466, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:39:17,777 - yago11k_0.001.log - [INFO] - [E:180| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:40:22,254 - yago11k_0.001.log - [INFO] - [E:180| 400]: Train Loss:0.0011464, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:41:26,803 - yago11k_0.001.log - [INFO] - [E:180| 500]: Train Loss:0.0011468, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:42:30,805 - yago11k_0.001.log - [INFO] - [E:180| 600]: Train Loss:0.0011468, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:42:30,806 - yago11k_0.001.log - [INFO] - [Epoch:180]: Training Loss:0.001147 + +2023-06-12 07:42:31,026 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 07:42:43,435 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 07:42:55,636 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.40531, Head : 0.22744, Avg : 0.31637 + +2023-06-12 07:42:55,637 - yago11k_0.001.log - [INFO] - [Epoch 180]: Training Loss: 0.0011468, Valid MRR: 0.32139, + + + +2023-06-12 07:42:56,288 - yago11k_0.001.log - [INFO] - [E:181| 0]: Train Loss:0.0011154, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:44:00,755 - yago11k_0.001.log - [INFO] - [E:181| 100]: Train Loss:0.0011453, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:45:05,189 - yago11k_0.001.log - [INFO] - [E:181| 200]: Train Loss:0.0011438, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:46:09,717 - yago11k_0.001.log - [INFO] - [E:181| 300]: Train Loss:0.0011451, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:47:14,200 - yago11k_0.001.log - [INFO] - [E:181| 400]: Train Loss:0.001145, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:48:18,641 - yago11k_0.001.log - [INFO] - [E:181| 500]: Train Loss:0.0011454, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:49:22,720 - yago11k_0.001.log - [INFO] - [E:181| 600]: Train Loss:0.0011459, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:49:22,721 - yago11k_0.001.log - [INFO] - [Epoch:181]: Training Loss:0.001146 + +2023-06-12 07:49:22,954 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 07:49:35,424 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 07:49:47,594 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.40084, Head : 0.22908, Avg : 0.31496 + +2023-06-12 07:49:47,594 - yago11k_0.001.log - [INFO] - [Epoch 181]: Training Loss: 0.0011459, Valid MRR: 0.32139, + + + +2023-06-12 07:49:48,243 - yago11k_0.001.log - [INFO] - [E:182| 0]: Train Loss:0.0011429, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:50:52,637 - yago11k_0.001.log - [INFO] - [E:182| 100]: Train Loss:0.0011456, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:51:57,107 - yago11k_0.001.log - [INFO] - [E:182| 200]: Train Loss:0.0011448, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:53:01,579 - yago11k_0.001.log - [INFO] - [E:182| 300]: Train Loss:0.0011445, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:54:06,150 - yago11k_0.001.log - [INFO] - [E:182| 400]: Train Loss:0.0011451, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:55:10,596 - yago11k_0.001.log - [INFO] - [E:182| 500]: Train Loss:0.0011457, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:56:14,650 - yago11k_0.001.log - [INFO] - [E:182| 600]: Train Loss:0.0011458, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:56:14,651 - yago11k_0.001.log - [INFO] - [Epoch:182]: Training Loss:0.001146 + +2023-06-12 07:56:14,876 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 07:56:27,228 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 07:56:39,402 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.40283, Head : 0.22946, Avg : 0.31614 + +2023-06-12 07:56:39,402 - yago11k_0.001.log - [INFO] - [Epoch 182]: Training Loss: 0.0011458, Valid MRR: 0.32139, + + + +2023-06-12 07:56:40,052 - yago11k_0.001.log - [INFO] - [E:183| 0]: Train Loss:0.0011541, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:57:44,452 - yago11k_0.001.log - [INFO] - [E:183| 100]: Train Loss:0.0011406, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:58:48,997 - yago11k_0.001.log - [INFO] - [E:183| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 07:59:53,490 - yago11k_0.001.log - [INFO] - [E:183| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:00:58,000 - yago11k_0.001.log - [INFO] - [E:183| 400]: Train Loss:0.0011436, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:02:02,408 - yago11k_0.001.log - [INFO] - [E:183| 500]: Train Loss:0.0011443, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:03:06,475 - yago11k_0.001.log - [INFO] - [E:183| 600]: Train Loss:0.0011451, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:03:06,475 - yago11k_0.001.log - [INFO] - [Epoch:183]: Training Loss:0.001145 + +2023-06-12 08:03:06,696 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 08:03:19,043 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 08:03:31,224 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.40329, Head : 0.22936, Avg : 0.31632 + +2023-06-12 08:03:31,224 - yago11k_0.001.log - [INFO] - [Epoch 183]: Training Loss: 0.0011451, Valid MRR: 0.32139, + + + +2023-06-12 08:03:31,873 - yago11k_0.001.log - [INFO] - [E:184| 0]: Train Loss:0.0011315, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:04:36,349 - yago11k_0.001.log - [INFO] - [E:184| 100]: Train Loss:0.0011431, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:05:40,759 - yago11k_0.001.log - [INFO] - [E:184| 200]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:06:45,287 - yago11k_0.001.log - [INFO] - [E:184| 300]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:07:49,770 - yago11k_0.001.log - [INFO] - [E:184| 400]: Train Loss:0.0011435, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:08:54,426 - yago11k_0.001.log - [INFO] - [E:184| 500]: Train Loss:0.0011444, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:09:58,478 - yago11k_0.001.log - [INFO] - [E:184| 600]: Train Loss:0.0011445, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:09:58,479 - yago11k_0.001.log - [INFO] - [Epoch:184]: Training Loss:0.001144 + +2023-06-12 08:09:58,700 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 08:10:11,050 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 08:10:23,240 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.40442, Head : 0.23049, Avg : 0.31746 + +2023-06-12 08:10:23,240 - yago11k_0.001.log - [INFO] - [Epoch 184]: Training Loss: 0.0011445, Valid MRR: 0.32139, + + + +2023-06-12 08:10:23,892 - yago11k_0.001.log - [INFO] - [E:185| 0]: Train Loss:0.0011369, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:11:28,416 - yago11k_0.001.log - [INFO] - [E:185| 100]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:12:32,821 - yago11k_0.001.log - [INFO] - [E:185| 200]: Train Loss:0.0011433, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:13:37,396 - yago11k_0.001.log - [INFO] - [E:185| 300]: Train Loss:0.0011434, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:14:41,848 - yago11k_0.001.log - [INFO] - [E:185| 400]: Train Loss:0.0011438, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:15:46,386 - yago11k_0.001.log - [INFO] - [E:185| 500]: Train Loss:0.0011437, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:16:50,416 - yago11k_0.001.log - [INFO] - [E:185| 600]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:16:50,417 - yago11k_0.001.log - [INFO] - [Epoch:185]: Training Loss:0.001144 + +2023-06-12 08:16:50,637 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 08:17:03,008 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 08:17:15,247 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.40394, Head : 0.23007, Avg : 0.31701 + +2023-06-12 08:17:15,247 - yago11k_0.001.log - [INFO] - [Epoch 185]: Training Loss: 0.0011439, Valid MRR: 0.32139, + + + +2023-06-12 08:17:15,896 - yago11k_0.001.log - [INFO] - [E:186| 0]: Train Loss:0.0011368, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:18:20,356 - yago11k_0.001.log - [INFO] - [E:186| 100]: Train Loss:0.0011449, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:19:24,815 - yago11k_0.001.log - [INFO] - [E:186| 200]: Train Loss:0.0011441, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:20:29,296 - yago11k_0.001.log - [INFO] - [E:186| 300]: Train Loss:0.0011435, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:21:33,959 - yago11k_0.001.log - [INFO] - [E:186| 400]: Train Loss:0.001144, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:22:38,353 - yago11k_0.001.log - [INFO] - [E:186| 500]: Train Loss:0.0011442, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:23:42,485 - yago11k_0.001.log - [INFO] - [E:186| 600]: Train Loss:0.0011438, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:23:42,485 - yago11k_0.001.log - [INFO] - [Epoch:186]: Training Loss:0.001144 + +2023-06-12 08:23:42,706 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 08:23:55,076 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 08:24:07,261 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.40312, Head : 0.22988, Avg : 0.3165 + +2023-06-12 08:24:07,261 - yago11k_0.001.log - [INFO] - [Epoch 186]: Training Loss: 0.0011438, Valid MRR: 0.32139, + + + +2023-06-12 08:24:07,912 - yago11k_0.001.log - [INFO] - [E:187| 0]: Train Loss:0.001142, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:25:12,428 - yago11k_0.001.log - [INFO] - [E:187| 100]: Train Loss:0.0011416, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:26:17,168 - yago11k_0.001.log - [INFO] - [E:187| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:27:21,604 - yago11k_0.001.log - [INFO] - [E:187| 300]: Train Loss:0.0011421, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:28:26,099 - yago11k_0.001.log - [INFO] - [E:187| 400]: Train Loss:0.0011423, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:29:30,533 - yago11k_0.001.log - [INFO] - [E:187| 500]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:30:34,590 - yago11k_0.001.log - [INFO] - [E:187| 600]: Train Loss:0.0011432, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:30:34,590 - yago11k_0.001.log - [INFO] - [Epoch:187]: Training Loss:0.001143 + +2023-06-12 08:30:34,812 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 08:30:47,166 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 08:30:59,352 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.40358, Head : 0.22921, Avg : 0.31639 + +2023-06-12 08:30:59,352 - yago11k_0.001.log - [INFO] - [Epoch 187]: Training Loss: 0.0011432, Valid MRR: 0.32139, + + + +2023-06-12 08:31:00,003 - yago11k_0.001.log - [INFO] - [E:188| 0]: Train Loss:0.0011472, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:32:04,377 - yago11k_0.001.log - [INFO] - [E:188| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:33:08,876 - yago11k_0.001.log - [INFO] - [E:188| 200]: Train Loss:0.0011405, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:34:13,377 - yago11k_0.001.log - [INFO] - [E:188| 300]: Train Loss:0.0011414, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:35:17,813 - yago11k_0.001.log - [INFO] - [E:188| 400]: Train Loss:0.0011415, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:36:22,337 - yago11k_0.001.log - [INFO] - [E:188| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:37:26,425 - yago11k_0.001.log - [INFO] - [E:188| 600]: Train Loss:0.0011426, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:37:26,425 - yago11k_0.001.log - [INFO] - [Epoch:188]: Training Loss:0.001143 + +2023-06-12 08:37:26,646 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 08:37:38,990 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 08:37:51,167 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.40043, Head : 0.22854, Avg : 0.31448 + +2023-06-12 08:37:51,167 - yago11k_0.001.log - [INFO] - [Epoch 188]: Training Loss: 0.0011426, Valid MRR: 0.32139, + + + +2023-06-12 08:37:51,817 - yago11k_0.001.log - [INFO] - [E:189| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:38:56,300 - yago11k_0.001.log - [INFO] - [E:189| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:40:00,797 - yago11k_0.001.log - [INFO] - [E:189| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:41:05,342 - yago11k_0.001.log - [INFO] - [E:189| 300]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:42:09,784 - yago11k_0.001.log - [INFO] - [E:189| 400]: Train Loss:0.0011424, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:43:14,287 - yago11k_0.001.log - [INFO] - [E:189| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:44:18,317 - yago11k_0.001.log - [INFO] - [E:189| 600]: Train Loss:0.0011424, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:44:18,317 - yago11k_0.001.log - [INFO] - [Epoch:189]: Training Loss:0.001142 + +2023-06-12 08:44:18,537 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 08:44:30,877 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 08:44:43,067 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.39966, Head : 0.22771, Avg : 0.31368 + MR: Tail : 521.93, Head : 853.46, Avg : 687.7 + Hit-1: Tail : 0.30772, Head : 0.18463, Avg : 0.24618 + Hit-3: Tail : 0.44123, Head : 0.22631, Avg : 0.33377 + Hit-10: Tail : 0.57849, Head : 0.3087, Avg : 0.4436 +2023-06-12 08:44:43,068 - yago11k_0.001.log - [INFO] - [Epoch 189]: Training Loss: 0.0011424, Valid MRR: 0.32139, + + + +2023-06-12 08:44:43,721 - yago11k_0.001.log - [INFO] - [E:190| 0]: Train Loss:0.0011466, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:45:48,229 - yago11k_0.001.log - [INFO] - [E:190| 100]: Train Loss:0.0011417, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:46:52,714 - yago11k_0.001.log - [INFO] - [E:190| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:47:57,239 - yago11k_0.001.log - [INFO] - [E:190| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:49:01,630 - yago11k_0.001.log - [INFO] - [E:190| 400]: Train Loss:0.001143, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:50:06,103 - yago11k_0.001.log - [INFO] - [E:190| 500]: Train Loss:0.0011427, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:51:10,181 - yago11k_0.001.log - [INFO] - [E:190| 600]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:51:10,181 - yago11k_0.001.log - [INFO] - [Epoch:190]: Training Loss:0.001142 + +2023-06-12 08:51:10,402 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 08:51:22,817 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 08:51:35,056 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.40485, Head : 0.23018, Avg : 0.31752 + +2023-06-12 08:51:35,056 - yago11k_0.001.log - [INFO] - [Epoch 190]: Training Loss: 0.0011425, Valid MRR: 0.32139, + + + +2023-06-12 08:51:35,708 - yago11k_0.001.log - [INFO] - [E:191| 0]: Train Loss:0.00113, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:52:40,152 - yago11k_0.001.log - [INFO] - [E:191| 100]: Train Loss:0.0011424, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:53:44,641 - yago11k_0.001.log - [INFO] - [E:191| 200]: Train Loss:0.0011406, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:54:49,041 - yago11k_0.001.log - [INFO] - [E:191| 300]: Train Loss:0.0011411, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:55:53,563 - yago11k_0.001.log - [INFO] - [E:191| 400]: Train Loss:0.001142, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:56:57,964 - yago11k_0.001.log - [INFO] - [E:191| 500]: Train Loss:0.0011414, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:58:02,015 - yago11k_0.001.log - [INFO] - [E:191| 600]: Train Loss:0.0011421, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:58:02,015 - yago11k_0.001.log - [INFO] - [Epoch:191]: Training Loss:0.001142 + +2023-06-12 08:58:02,235 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 08:58:14,569 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 08:58:26,759 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.40766, Head : 0.22933, Avg : 0.3185 + +2023-06-12 08:58:26,759 - yago11k_0.001.log - [INFO] - [Epoch 191]: Training Loss: 0.0011421, Valid MRR: 0.32139, + + + +2023-06-12 08:58:27,411 - yago11k_0.001.log - [INFO] - [E:192| 0]: Train Loss:0.0011227, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 08:59:31,837 - yago11k_0.001.log - [INFO] - [E:192| 100]: Train Loss:0.001138, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:00:36,349 - yago11k_0.001.log - [INFO] - [E:192| 200]: Train Loss:0.0011387, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:01:40,794 - yago11k_0.001.log - [INFO] - [E:192| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:02:45,356 - yago11k_0.001.log - [INFO] - [E:192| 400]: Train Loss:0.0011396, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:03:49,783 - yago11k_0.001.log - [INFO] - [E:192| 500]: Train Loss:0.0011401, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:04:53,809 - yago11k_0.001.log - [INFO] - [E:192| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:04:53,810 - yago11k_0.001.log - [INFO] - [Epoch:192]: Training Loss:0.001141 + +2023-06-12 09:04:54,030 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 09:05:06,374 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 09:05:18,561 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.40458, Head : 0.2317, Avg : 0.31814 + +2023-06-12 09:05:18,561 - yago11k_0.001.log - [INFO] - [Epoch 192]: Training Loss: 0.0011408, Valid MRR: 0.32139, + + + +2023-06-12 09:05:19,211 - yago11k_0.001.log - [INFO] - [E:193| 0]: Train Loss:0.0011849, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:06:23,706 - yago11k_0.001.log - [INFO] - [E:193| 100]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:07:28,198 - yago11k_0.001.log - [INFO] - [E:193| 200]: Train Loss:0.0011415, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:08:32,754 - yago11k_0.001.log - [INFO] - [E:193| 300]: Train Loss:0.0011409, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:09:37,205 - yago11k_0.001.log - [INFO] - [E:193| 400]: Train Loss:0.0011413, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:10:41,644 - yago11k_0.001.log - [INFO] - [E:193| 500]: Train Loss:0.0011413, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:11:45,697 - yago11k_0.001.log - [INFO] - [E:193| 600]: Train Loss:0.0011412, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:11:45,697 - yago11k_0.001.log - [INFO] - [Epoch:193]: Training Loss:0.001141 + +2023-06-12 09:11:45,918 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 09:11:58,283 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 09:12:10,459 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.40265, Head : 0.23181, Avg : 0.31723 + +2023-06-12 09:12:10,459 - yago11k_0.001.log - [INFO] - [Epoch 193]: Training Loss: 0.0011412, Valid MRR: 0.32139, + + + +2023-06-12 09:12:11,110 - yago11k_0.001.log - [INFO] - [E:194| 0]: Train Loss:0.0011285, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:13:15,698 - yago11k_0.001.log - [INFO] - [E:194| 100]: Train Loss:0.0011411, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:14:20,142 - yago11k_0.001.log - [INFO] - [E:194| 200]: Train Loss:0.0011407, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:15:24,704 - yago11k_0.001.log - [INFO] - [E:194| 300]: Train Loss:0.0011408, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:16:29,200 - yago11k_0.001.log - [INFO] - [E:194| 400]: Train Loss:0.0011406, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:17:33,610 - yago11k_0.001.log - [INFO] - [E:194| 500]: Train Loss:0.0011405, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:18:37,609 - yago11k_0.001.log - [INFO] - [E:194| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:18:37,610 - yago11k_0.001.log - [INFO] - [Epoch:194]: Training Loss:0.001141 + +2023-06-12 09:18:37,830 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 09:18:50,173 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 09:19:02,367 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.40576, Head : 0.23171, Avg : 0.31873 + +2023-06-12 09:19:02,367 - yago11k_0.001.log - [INFO] - [Epoch 194]: Training Loss: 0.0011408, Valid MRR: 0.32139, + + + +2023-06-12 09:19:03,019 - yago11k_0.001.log - [INFO] - [E:195| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:20:07,550 - yago11k_0.001.log - [INFO] - [E:195| 100]: Train Loss:0.0011398, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:21:11,993 - yago11k_0.001.log - [INFO] - [E:195| 200]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:22:16,547 - yago11k_0.001.log - [INFO] - [E:195| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:23:21,056 - yago11k_0.001.log - [INFO] - [E:195| 400]: Train Loss:0.0011404, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:24:25,499 - yago11k_0.001.log - [INFO] - [E:195| 500]: Train Loss:0.0011403, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:25:29,511 - yago11k_0.001.log - [INFO] - [E:195| 600]: Train Loss:0.0011405, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:25:29,512 - yago11k_0.001.log - [INFO] - [Epoch:195]: Training Loss:0.00114 + +2023-06-12 09:25:29,732 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 09:25:42,142 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 09:25:54,316 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.40927, Head : 0.23058, Avg : 0.31992 + +2023-06-12 09:25:54,316 - yago11k_0.001.log - [INFO] - [Epoch 195]: Training Loss: 0.0011405, Valid MRR: 0.32139, + + + +2023-06-12 09:25:54,965 - yago11k_0.001.log - [INFO] - [E:196| 0]: Train Loss:0.0011301, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:26:59,406 - yago11k_0.001.log - [INFO] - [E:196| 100]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:28:03,868 - yago11k_0.001.log - [INFO] - [E:196| 200]: Train Loss:0.0011386, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:29:08,276 - yago11k_0.001.log - [INFO] - [E:196| 300]: Train Loss:0.0011383, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:30:12,739 - yago11k_0.001.log - [INFO] - [E:196| 400]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:31:17,163 - yago11k_0.001.log - [INFO] - [E:196| 500]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:32:21,205 - yago11k_0.001.log - [INFO] - [E:196| 600]: Train Loss:0.0011398, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:32:21,205 - yago11k_0.001.log - [INFO] - [Epoch:196]: Training Loss:0.00114 + +2023-06-12 09:32:21,426 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 09:32:33,761 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 09:32:45,931 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.40468, Head : 0.23033, Avg : 0.31751 + +2023-06-12 09:32:45,931 - yago11k_0.001.log - [INFO] - [Epoch 196]: Training Loss: 0.0011398, Valid MRR: 0.32139, + + + +2023-06-12 09:32:46,582 - yago11k_0.001.log - [INFO] - [E:197| 0]: Train Loss:0.0011522, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:33:50,955 - yago11k_0.001.log - [INFO] - [E:197| 100]: Train Loss:0.001136, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:34:55,448 - yago11k_0.001.log - [INFO] - [E:197| 200]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:35:59,833 - yago11k_0.001.log - [INFO] - [E:197| 300]: Train Loss:0.0011382, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:37:04,311 - yago11k_0.001.log - [INFO] - [E:197| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:38:08,769 - yago11k_0.001.log - [INFO] - [E:197| 500]: Train Loss:0.001139, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:39:12,817 - yago11k_0.001.log - [INFO] - [E:197| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:39:12,818 - yago11k_0.001.log - [INFO] - [Epoch:197]: Training Loss:0.001139 + +2023-06-12 09:39:13,038 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 09:39:25,378 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 09:39:37,554 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.40347, Head : 0.2311, Avg : 0.31728 + +2023-06-12 09:39:37,555 - yago11k_0.001.log - [INFO] - [Epoch 197]: Training Loss: 0.0011392, Valid MRR: 0.32139, + + + +2023-06-12 09:39:38,204 - yago11k_0.001.log - [INFO] - [E:198| 0]: Train Loss:0.00112, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:40:42,738 - yago11k_0.001.log - [INFO] - [E:198| 100]: Train Loss:0.0011357, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:41:47,112 - yago11k_0.001.log - [INFO] - [E:198| 200]: Train Loss:0.0011388, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:42:51,623 - yago11k_0.001.log - [INFO] - [E:198| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:43:56,048 - yago11k_0.001.log - [INFO] - [E:198| 400]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:45:00,540 - yago11k_0.001.log - [INFO] - [E:198| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:46:04,498 - yago11k_0.001.log - [INFO] - [E:198| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:46:04,499 - yago11k_0.001.log - [INFO] - [Epoch:198]: Training Loss:0.001139 + +2023-06-12 09:46:04,719 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 09:46:17,097 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 09:46:29,267 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.40446, Head : 0.23086, Avg : 0.31766 + +2023-06-12 09:46:29,268 - yago11k_0.001.log - [INFO] - [Epoch 198]: Training Loss: 0.0011392, Valid MRR: 0.32139, + + + +2023-06-12 09:46:29,922 - yago11k_0.001.log - [INFO] - [E:199| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:47:34,416 - yago11k_0.001.log - [INFO] - [E:199| 100]: Train Loss:0.0011343, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:48:38,827 - yago11k_0.001.log - [INFO] - [E:199| 200]: Train Loss:0.0011358, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:49:43,311 - yago11k_0.001.log - [INFO] - [E:199| 300]: Train Loss:0.0011372, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:50:47,721 - yago11k_0.001.log - [INFO] - [E:199| 400]: Train Loss:0.0011385, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:51:52,171 - yago11k_0.001.log - [INFO] - [E:199| 500]: Train Loss:0.0011388, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:52:56,170 - yago11k_0.001.log - [INFO] - [E:199| 600]: Train Loss:0.001139, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:52:56,170 - yago11k_0.001.log - [INFO] - [Epoch:199]: Training Loss:0.001139 + +2023-06-12 09:52:56,393 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 09:53:08,752 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 09:53:20,989 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.40157, Head : 0.23126, Avg : 0.31641 + MR: Tail : 536.76, Head : 855.85, Avg : 696.3 + Hit-1: Tail : 0.31259, Head : 0.19019, Avg : 0.25139 + Hit-3: Tail : 0.44512, Head : 0.22548, Avg : 0.3353 + Hit-10: Tail : 0.57724, Head : 0.30884, Avg : 0.44304 +2023-06-12 09:53:20,989 - yago11k_0.001.log - [INFO] - [Epoch 199]: Training Loss: 0.001139, Valid MRR: 0.32139, + + + +2023-06-12 09:53:21,642 - yago11k_0.001.log - [INFO] - [E:200| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:54:26,045 - yago11k_0.001.log - [INFO] - [E:200| 100]: Train Loss:0.0011377, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:55:30,505 - yago11k_0.001.log - [INFO] - [E:200| 200]: Train Loss:0.0011372, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:56:34,896 - yago11k_0.001.log - [INFO] - [E:200| 300]: Train Loss:0.0011373, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:57:39,431 - yago11k_0.001.log - [INFO] - [E:200| 400]: Train Loss:0.0011381, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:58:43,949 - yago11k_0.001.log - [INFO] - [E:200| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:59:47,988 - yago11k_0.001.log - [INFO] - [E:200| 600]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 09:59:47,988 - yago11k_0.001.log - [INFO] - [Epoch:200]: Training Loss:0.001138 + +2023-06-12 09:59:48,208 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 10:00:00,577 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 10:00:12,753 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.40269, Head : 0.23034, Avg : 0.31652 + +2023-06-12 10:00:12,753 - yago11k_0.001.log - [INFO] - [Epoch 200]: Training Loss: 0.0011384, Valid MRR: 0.32139, + + + +2023-06-12 10:00:13,403 - yago11k_0.001.log - [INFO] - [E:201| 0]: Train Loss:0.0011592, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:01:17,854 - yago11k_0.001.log - [INFO] - [E:201| 100]: Train Loss:0.0011382, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:02:22,361 - yago11k_0.001.log - [INFO] - [E:201| 200]: Train Loss:0.001138, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:03:26,816 - yago11k_0.001.log - [INFO] - [E:201| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:04:31,279 - yago11k_0.001.log - [INFO] - [E:201| 400]: Train Loss:0.0011374, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:05:35,706 - yago11k_0.001.log - [INFO] - [E:201| 500]: Train Loss:0.0011377, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:06:39,741 - yago11k_0.001.log - [INFO] - [E:201| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:06:39,742 - yago11k_0.001.log - [INFO] - [Epoch:201]: Training Loss:0.001138 + +2023-06-12 10:06:39,963 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 10:06:52,320 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 10:07:04,490 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.40353, Head : 0.231, Avg : 0.31727 + +2023-06-12 10:07:04,491 - yago11k_0.001.log - [INFO] - [Epoch 201]: Training Loss: 0.001138, Valid MRR: 0.32139, + + + +2023-06-12 10:07:05,142 - yago11k_0.001.log - [INFO] - [E:202| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:08:09,593 - yago11k_0.001.log - [INFO] - [E:202| 100]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:09:14,002 - yago11k_0.001.log - [INFO] - [E:202| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:10:18,367 - yago11k_0.001.log - [INFO] - [E:202| 300]: Train Loss:0.0011361, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:11:22,838 - yago11k_0.001.log - [INFO] - [E:202| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:12:27,266 - yago11k_0.001.log - [INFO] - [E:202| 500]: Train Loss:0.001137, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:13:31,311 - yago11k_0.001.log - [INFO] - [E:202| 600]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:13:31,312 - yago11k_0.001.log - [INFO] - [Epoch:202]: Training Loss:0.001138 + +2023-06-12 10:13:31,532 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 10:13:43,870 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 10:13:56,036 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.40779, Head : 0.2298, Avg : 0.3188 + +2023-06-12 10:13:56,036 - yago11k_0.001.log - [INFO] - [Epoch 202]: Training Loss: 0.0011378, Valid MRR: 0.32139, + + + +2023-06-12 10:13:56,686 - yago11k_0.001.log - [INFO] - [E:203| 0]: Train Loss:0.0011675, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:15:01,224 - yago11k_0.001.log - [INFO] - [E:203| 100]: Train Loss:0.0011361, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:16:05,651 - yago11k_0.001.log - [INFO] - [E:203| 200]: Train Loss:0.0011367, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:17:10,143 - yago11k_0.001.log - [INFO] - [E:203| 300]: Train Loss:0.0011368, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:18:14,546 - yago11k_0.001.log - [INFO] - [E:203| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:19:18,991 - yago11k_0.001.log - [INFO] - [E:203| 500]: Train Loss:0.0011369, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:20:23,003 - yago11k_0.001.log - [INFO] - [E:203| 600]: Train Loss:0.0011372, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:20:23,003 - yago11k_0.001.log - [INFO] - [Epoch:203]: Training Loss:0.001137 + +2023-06-12 10:20:23,224 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 10:20:35,562 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 10:20:47,711 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.40523, Head : 0.23153, Avg : 0.31838 + +2023-06-12 10:20:47,711 - yago11k_0.001.log - [INFO] - [Epoch 203]: Training Loss: 0.0011372, Valid MRR: 0.32139, + + + +2023-06-12 10:20:48,360 - yago11k_0.001.log - [INFO] - [E:204| 0]: Train Loss:0.0011382, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:21:52,854 - yago11k_0.001.log - [INFO] - [E:204| 100]: Train Loss:0.0011373, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:22:57,266 - yago11k_0.001.log - [INFO] - [E:204| 200]: Train Loss:0.0011375, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:24:01,794 - yago11k_0.001.log - [INFO] - [E:204| 300]: Train Loss:0.0011377, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:25:06,211 - yago11k_0.001.log - [INFO] - [E:204| 400]: Train Loss:0.0011369, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:26:10,629 - yago11k_0.001.log - [INFO] - [E:204| 500]: Train Loss:0.0011371, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:27:14,571 - yago11k_0.001.log - [INFO] - [E:204| 600]: Train Loss:0.0011371, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:27:14,571 - yago11k_0.001.log - [INFO] - [Epoch:204]: Training Loss:0.001137 + +2023-06-12 10:27:14,792 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 10:27:27,140 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 10:27:39,360 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.40679, Head : 0.23007, Avg : 0.31843 + +2023-06-12 10:27:39,360 - yago11k_0.001.log - [INFO] - [Epoch 204]: Training Loss: 0.0011371, Valid MRR: 0.32139, + + + +2023-06-12 10:27:40,015 - yago11k_0.001.log - [INFO] - [E:205| 0]: Train Loss:0.0011322, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:28:44,400 - yago11k_0.001.log - [INFO] - [E:205| 100]: Train Loss:0.0011334, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:29:48,841 - yago11k_0.001.log - [INFO] - [E:205| 200]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:30:53,268 - yago11k_0.001.log - [INFO] - [E:205| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:31:57,727 - yago11k_0.001.log - [INFO] - [E:205| 400]: Train Loss:0.0011354, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:33:02,068 - yago11k_0.001.log - [INFO] - [E:205| 500]: Train Loss:0.0011365, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:34:06,129 - yago11k_0.001.log - [INFO] - [E:205| 600]: Train Loss:0.0011374, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:34:06,130 - yago11k_0.001.log - [INFO] - [Epoch:205]: Training Loss:0.001137 + +2023-06-12 10:34:06,349 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 10:34:18,669 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 10:34:30,821 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.4056, Head : 0.22952, Avg : 0.31756 + +2023-06-12 10:34:30,821 - yago11k_0.001.log - [INFO] - [Epoch 205]: Training Loss: 0.0011374, Valid MRR: 0.32139, + + + +2023-06-12 10:34:31,470 - yago11k_0.001.log - [INFO] - [E:206| 0]: Train Loss:0.0011292, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:35:35,851 - yago11k_0.001.log - [INFO] - [E:206| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:36:40,260 - yago11k_0.001.log - [INFO] - [E:206| 200]: Train Loss:0.0011412, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:37:44,601 - yago11k_0.001.log - [INFO] - [E:206| 300]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:38:49,042 - yago11k_0.001.log - [INFO] - [E:206| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:39:53,437 - yago11k_0.001.log - [INFO] - [E:206| 500]: Train Loss:0.0011383, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:40:57,444 - yago11k_0.001.log - [INFO] - [E:206| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:40:57,445 - yago11k_0.001.log - [INFO] - [Epoch:206]: Training Loss:0.001138 + +2023-06-12 10:40:57,665 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 10:41:09,979 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 10:41:22,130 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.40656, Head : 0.23034, Avg : 0.31845 + +2023-06-12 10:41:22,130 - yago11k_0.001.log - [INFO] - [Epoch 206]: Training Loss: 0.001138, Valid MRR: 0.32139, + + + +2023-06-12 10:41:22,778 - yago11k_0.001.log - [INFO] - [E:207| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:42:27,205 - yago11k_0.001.log - [INFO] - [E:207| 100]: Train Loss:0.0011344, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:43:31,575 - yago11k_0.001.log - [INFO] - [E:207| 200]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:44:35,968 - yago11k_0.001.log - [INFO] - [E:207| 300]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:45:40,331 - yago11k_0.001.log - [INFO] - [E:207| 400]: Train Loss:0.0011355, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:46:44,721 - yago11k_0.001.log - [INFO] - [E:207| 500]: Train Loss:0.0011362, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:47:48,700 - yago11k_0.001.log - [INFO] - [E:207| 600]: Train Loss:0.0011362, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:47:48,701 - yago11k_0.001.log - [INFO] - [Epoch:207]: Training Loss:0.001136 + +2023-06-12 10:47:48,921 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 10:48:01,242 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 10:48:13,413 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.40594, Head : 0.23164, Avg : 0.31879 + +2023-06-12 10:48:13,414 - yago11k_0.001.log - [INFO] - [Epoch 207]: Training Loss: 0.0011362, Valid MRR: 0.32139, + + + +2023-06-12 10:48:14,064 - yago11k_0.001.log - [INFO] - [E:208| 0]: Train Loss:0.0011352, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:49:18,420 - yago11k_0.001.log - [INFO] - [E:208| 100]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:50:22,703 - yago11k_0.001.log - [INFO] - [E:208| 200]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:51:27,003 - yago11k_0.001.log - [INFO] - [E:208| 300]: Train Loss:0.0011347, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:52:31,382 - yago11k_0.001.log - [INFO] - [E:208| 400]: Train Loss:0.0011348, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:53:35,818 - yago11k_0.001.log - [INFO] - [E:208| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:54:39,754 - yago11k_0.001.log - [INFO] - [E:208| 600]: Train Loss:0.0011356, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:54:39,755 - yago11k_0.001.log - [INFO] - [Epoch:208]: Training Loss:0.001136 + +2023-06-12 10:54:39,974 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 10:54:52,303 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 10:55:04,482 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.4064, Head : 0.23002, Avg : 0.31821 + +2023-06-12 10:55:04,482 - yago11k_0.001.log - [INFO] - [Epoch 208]: Training Loss: 0.0011356, Valid MRR: 0.32139, + + + +2023-06-12 10:55:05,144 - yago11k_0.001.log - [INFO] - [E:209| 0]: Train Loss:0.0011158, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:56:09,562 - yago11k_0.001.log - [INFO] - [E:209| 100]: Train Loss:0.0011368, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:57:13,903 - yago11k_0.001.log - [INFO] - [E:209| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:58:18,234 - yago11k_0.001.log - [INFO] - [E:209| 300]: Train Loss:0.0011352, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 10:59:22,572 - yago11k_0.001.log - [INFO] - [E:209| 400]: Train Loss:0.0011352, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:00:26,917 - yago11k_0.001.log - [INFO] - [E:209| 500]: Train Loss:0.0011354, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:01:30,824 - yago11k_0.001.log - [INFO] - [E:209| 600]: Train Loss:0.0011358, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:01:30,824 - yago11k_0.001.log - [INFO] - [Epoch:209]: Training Loss:0.001136 + +2023-06-12 11:01:31,045 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 11:01:43,416 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 11:01:55,594 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.40168, Head : 0.22977, Avg : 0.31573 + MR: Tail : 514.21, Head : 881.13, Avg : 697.67 + Hit-1: Tail : 0.31564, Head : 0.18755, Avg : 0.2516 + Hit-3: Tail : 0.44082, Head : 0.22742, Avg : 0.33412 + Hit-10: Tail : 0.5671, Head : 0.30772, Avg : 0.43741 +2023-06-12 11:01:55,594 - yago11k_0.001.log - [INFO] - [Epoch 209]: Training Loss: 0.0011358, Valid MRR: 0.32139, + + + +2023-06-12 11:01:56,244 - yago11k_0.001.log - [INFO] - [E:210| 0]: Train Loss:0.0011117, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:03:00,609 - yago11k_0.001.log - [INFO] - [E:210| 100]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:04:04,962 - yago11k_0.001.log - [INFO] - [E:210| 200]: Train Loss:0.0011357, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:05:09,277 - yago11k_0.001.log - [INFO] - [E:210| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:06:13,623 - yago11k_0.001.log - [INFO] - [E:210| 400]: Train Loss:0.0011347, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:07:17,923 - yago11k_0.001.log - [INFO] - [E:210| 500]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:08:21,891 - yago11k_0.001.log - [INFO] - [E:210| 600]: Train Loss:0.0011354, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:08:21,891 - yago11k_0.001.log - [INFO] - [Epoch:210]: Training Loss:0.001135 + +2023-06-12 11:08:22,111 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 11:08:34,416 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 11:08:46,554 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.40347, Head : 0.23186, Avg : 0.31766 + +2023-06-12 11:08:46,554 - yago11k_0.001.log - [INFO] - [Epoch 210]: Training Loss: 0.0011354, Valid MRR: 0.32139, + + + +2023-06-12 11:08:47,202 - yago11k_0.001.log - [INFO] - [E:211| 0]: Train Loss:0.001121, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:09:51,450 - yago11k_0.001.log - [INFO] - [E:211| 100]: Train Loss:0.0011338, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:10:55,847 - yago11k_0.001.log - [INFO] - [E:211| 200]: Train Loss:0.0011332, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:12:00,110 - yago11k_0.001.log - [INFO] - [E:211| 300]: Train Loss:0.0011341, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:13:04,441 - yago11k_0.001.log - [INFO] - [E:211| 400]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:14:08,756 - yago11k_0.001.log - [INFO] - [E:211| 500]: Train Loss:0.0011341, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:15:12,647 - yago11k_0.001.log - [INFO] - [E:211| 600]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:15:12,648 - yago11k_0.001.log - [INFO] - [Epoch:211]: Training Loss:0.001135 + +2023-06-12 11:15:12,868 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 11:15:25,181 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 11:15:37,323 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.40197, Head : 0.23138, Avg : 0.31667 + +2023-06-12 11:15:37,323 - yago11k_0.001.log - [INFO] - [Epoch 211]: Training Loss: 0.0011351, Valid MRR: 0.32139, + + + +2023-06-12 11:15:37,972 - yago11k_0.001.log - [INFO] - [E:212| 0]: Train Loss:0.0011226, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:16:42,320 - yago11k_0.001.log - [INFO] - [E:212| 100]: Train Loss:0.0011326, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:17:46,633 - yago11k_0.001.log - [INFO] - [E:212| 200]: Train Loss:0.0011331, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:18:51,005 - yago11k_0.001.log - [INFO] - [E:212| 300]: Train Loss:0.0011336, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:19:55,314 - yago11k_0.001.log - [INFO] - [E:212| 400]: Train Loss:0.0011341, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:20:59,666 - yago11k_0.001.log - [INFO] - [E:212| 500]: Train Loss:0.0011346, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:22:03,486 - yago11k_0.001.log - [INFO] - [E:212| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:22:03,487 - yago11k_0.001.log - [INFO] - [Epoch:212]: Training Loss:0.001135 + +2023-06-12 11:22:03,707 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 11:22:16,010 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 11:22:28,134 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.40328, Head : 0.23124, Avg : 0.31726 + +2023-06-12 11:22:28,134 - yago11k_0.001.log - [INFO] - [Epoch 212]: Training Loss: 0.0011348, Valid MRR: 0.32139, + + + +2023-06-12 11:22:28,780 - yago11k_0.001.log - [INFO] - [E:213| 0]: Train Loss:0.0011223, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:23:33,182 - yago11k_0.001.log - [INFO] - [E:213| 100]: Train Loss:0.0011345, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:24:37,502 - yago11k_0.001.log - [INFO] - [E:213| 200]: Train Loss:0.0011355, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:25:41,875 - yago11k_0.001.log - [INFO] - [E:213| 300]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:26:46,217 - yago11k_0.001.log - [INFO] - [E:213| 400]: Train Loss:0.001134, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:27:50,551 - yago11k_0.001.log - [INFO] - [E:213| 500]: Train Loss:0.001134, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:28:54,343 - yago11k_0.001.log - [INFO] - [E:213| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:28:54,343 - yago11k_0.001.log - [INFO] - [Epoch:213]: Training Loss:0.001135 + +2023-06-12 11:28:54,563 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 11:29:06,854 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 11:29:19,017 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.40226, Head : 0.23262, Avg : 0.31744 + +2023-06-12 11:29:19,017 - yago11k_0.001.log - [INFO] - [Epoch 213]: Training Loss: 0.0011348, Valid MRR: 0.32139, + + + +2023-06-12 11:29:19,666 - yago11k_0.001.log - [INFO] - [E:214| 0]: Train Loss:0.0011222, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:30:24,003 - yago11k_0.001.log - [INFO] - [E:214| 100]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:31:28,351 - yago11k_0.001.log - [INFO] - [E:214| 200]: Train Loss:0.0011366, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:32:32,600 - yago11k_0.001.log - [INFO] - [E:214| 300]: Train Loss:0.0011362, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:33:36,834 - yago11k_0.001.log - [INFO] - [E:214| 400]: Train Loss:0.0011357, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:34:41,233 - yago11k_0.001.log - [INFO] - [E:214| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:35:45,169 - yago11k_0.001.log - [INFO] - [E:214| 600]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:35:45,170 - yago11k_0.001.log - [INFO] - [Epoch:214]: Training Loss:0.001135 + +2023-06-12 11:35:45,390 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 11:35:57,722 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 11:36:09,859 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.40411, Head : 0.23118, Avg : 0.31765 + +2023-06-12 11:36:09,859 - yago11k_0.001.log - [INFO] - [Epoch 214]: Training Loss: 0.0011349, Valid MRR: 0.32139, + + + +2023-06-12 11:36:10,509 - yago11k_0.001.log - [INFO] - [E:215| 0]: Train Loss:0.0011627, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:37:14,781 - yago11k_0.001.log - [INFO] - [E:215| 100]: Train Loss:0.001133, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:38:19,118 - yago11k_0.001.log - [INFO] - [E:215| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:39:23,488 - yago11k_0.001.log - [INFO] - [E:215| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:40:27,791 - yago11k_0.001.log - [INFO] - [E:215| 400]: Train Loss:0.0011332, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:41:31,986 - yago11k_0.001.log - [INFO] - [E:215| 500]: Train Loss:0.0011334, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:42:35,947 - yago11k_0.001.log - [INFO] - [E:215| 600]: Train Loss:0.0011338, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:42:35,948 - yago11k_0.001.log - [INFO] - [Epoch:215]: Training Loss:0.001134 + +2023-06-12 11:42:36,167 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 11:42:48,482 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 11:43:00,634 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.40175, Head : 0.23089, Avg : 0.31632 + +2023-06-12 11:43:00,635 - yago11k_0.001.log - [INFO] - [Epoch 215]: Training Loss: 0.0011338, Valid MRR: 0.32139, + + + +2023-06-12 11:43:01,284 - yago11k_0.001.log - [INFO] - [E:216| 0]: Train Loss:0.0011122, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:44:05,565 - yago11k_0.001.log - [INFO] - [E:216| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:45:09,916 - yago11k_0.001.log - [INFO] - [E:216| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:46:14,141 - yago11k_0.001.log - [INFO] - [E:216| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:47:18,455 - yago11k_0.001.log - [INFO] - [E:216| 400]: Train Loss:0.0011335, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:48:22,745 - yago11k_0.001.log - [INFO] - [E:216| 500]: Train Loss:0.0011338, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:49:26,714 - yago11k_0.001.log - [INFO] - [E:216| 600]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:49:26,714 - yago11k_0.001.log - [INFO] - [Epoch:216]: Training Loss:0.001134 + +2023-06-12 11:49:26,934 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 11:49:39,258 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 11:49:51,410 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.40395, Head : 0.23045, Avg : 0.3172 + +2023-06-12 11:49:51,410 - yago11k_0.001.log - [INFO] - [Epoch 216]: Training Loss: 0.0011339, Valid MRR: 0.32139, + + + +2023-06-12 11:49:52,061 - yago11k_0.001.log - [INFO] - [E:217| 0]: Train Loss:0.0011217, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:50:56,367 - yago11k_0.001.log - [INFO] - [E:217| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:52:00,628 - yago11k_0.001.log - [INFO] - [E:217| 200]: Train Loss:0.0011317, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:53:05,017 - yago11k_0.001.log - [INFO] - [E:217| 300]: Train Loss:0.0011325, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:54:09,242 - yago11k_0.001.log - [INFO] - [E:217| 400]: Train Loss:0.0011331, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:55:13,612 - yago11k_0.001.log - [INFO] - [E:217| 500]: Train Loss:0.0011336, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:56:17,460 - yago11k_0.001.log - [INFO] - [E:217| 600]: Train Loss:0.0011334, Val MRR:0.32139, yago11k_0.001.log +2023-06-12 11:56:17,461 - yago11k_0.001.log - [INFO] - [Epoch:217]: Training Loss:0.001133 + +2023-06-12 11:56:17,685 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 11:56:30,015 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 11:56:42,147 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.41154, Head : 0.23199, Avg : 0.32176 + +2023-06-12 11:56:43,260 - yago11k_0.001.log - [INFO] - [Epoch 217]: Training Loss: 0.0011334, Valid MRR: 0.32176, + + + +2023-06-12 11:56:43,916 - yago11k_0.001.log - [INFO] - [E:218| 0]: Train Loss:0.0011241, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 11:57:48,255 - yago11k_0.001.log - [INFO] - [E:218| 100]: Train Loss:0.0011334, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 11:58:52,560 - yago11k_0.001.log - [INFO] - [E:218| 200]: Train Loss:0.0011329, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 11:59:56,939 - yago11k_0.001.log - [INFO] - [E:218| 300]: Train Loss:0.0011337, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:01:01,249 - yago11k_0.001.log - [INFO] - [E:218| 400]: Train Loss:0.0011333, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:02:05,549 - yago11k_0.001.log - [INFO] - [E:218| 500]: Train Loss:0.0011328, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:03:09,409 - yago11k_0.001.log - [INFO] - [E:218| 600]: Train Loss:0.0011332, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:03:09,409 - yago11k_0.001.log - [INFO] - [Epoch:218]: Training Loss:0.001133 + +2023-06-12 12:03:09,629 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 12:03:21,948 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 12:03:34,122 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.40603, Head : 0.23233, Avg : 0.31918 + +2023-06-12 12:03:34,122 - yago11k_0.001.log - [INFO] - [Epoch 218]: Training Loss: 0.0011332, Valid MRR: 0.32176, + + + +2023-06-12 12:03:34,772 - yago11k_0.001.log - [INFO] - [E:219| 0]: Train Loss:0.0011764, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:04:39,090 - yago11k_0.001.log - [INFO] - [E:219| 100]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:05:43,452 - yago11k_0.001.log - [INFO] - [E:219| 200]: Train Loss:0.0011323, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:06:47,671 - yago11k_0.001.log - [INFO] - [E:219| 300]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:07:51,996 - yago11k_0.001.log - [INFO] - [E:219| 400]: Train Loss:0.0011323, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:08:56,272 - yago11k_0.001.log - [INFO] - [E:219| 500]: Train Loss:0.0011326, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:10:00,160 - yago11k_0.001.log - [INFO] - [E:219| 600]: Train Loss:0.0011329, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:10:00,161 - yago11k_0.001.log - [INFO] - [Epoch:219]: Training Loss:0.001133 + +2023-06-12 12:10:00,380 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 12:10:12,681 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 12:10:24,796 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.40347, Head : 0.23151, Avg : 0.31749 + MR: Tail : 537.3, Head : 882.91, Avg : 710.11 + Hit-1: Tail : 0.31745, Head : 0.19005, Avg : 0.25375 + Hit-3: Tail : 0.44373, Head : 0.22937, Avg : 0.33655 + Hit-10: Tail : 0.57238, Head : 0.31398, Avg : 0.44318 +2023-06-12 12:10:24,796 - yago11k_0.001.log - [INFO] - [Epoch 219]: Training Loss: 0.0011329, Valid MRR: 0.32176, + + + +2023-06-12 12:10:25,443 - yago11k_0.001.log - [INFO] - [E:220| 0]: Train Loss:0.0011413, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:11:29,744 - yago11k_0.001.log - [INFO] - [E:220| 100]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:12:34,095 - yago11k_0.001.log - [INFO] - [E:220| 200]: Train Loss:0.0011325, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:13:38,407 - yago11k_0.001.log - [INFO] - [E:220| 300]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:14:42,791 - yago11k_0.001.log - [INFO] - [E:220| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:15:47,068 - yago11k_0.001.log - [INFO] - [E:220| 500]: Train Loss:0.0011323, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:16:51,021 - yago11k_0.001.log - [INFO] - [E:220| 600]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:16:51,022 - yago11k_0.001.log - [INFO] - [Epoch:220]: Training Loss:0.001133 + +2023-06-12 12:16:51,241 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 12:17:03,535 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 12:17:15,663 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.40699, Head : 0.23135, Avg : 0.31917 + +2023-06-12 12:17:15,663 - yago11k_0.001.log - [INFO] - [Epoch 220]: Training Loss: 0.0011327, Valid MRR: 0.32176, + + + +2023-06-12 12:17:16,312 - yago11k_0.001.log - [INFO] - [E:221| 0]: Train Loss:0.0011198, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:18:20,610 - yago11k_0.001.log - [INFO] - [E:221| 100]: Train Loss:0.0011322, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:19:24,954 - yago11k_0.001.log - [INFO] - [E:221| 200]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:20:29,179 - yago11k_0.001.log - [INFO] - [E:221| 300]: Train Loss:0.0011329, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:21:33,555 - yago11k_0.001.log - [INFO] - [E:221| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:22:37,793 - yago11k_0.001.log - [INFO] - [E:221| 500]: Train Loss:0.001132, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:23:41,592 - yago11k_0.001.log - [INFO] - [E:221| 600]: Train Loss:0.0011322, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:23:41,593 - yago11k_0.001.log - [INFO] - [Epoch:221]: Training Loss:0.001132 + +2023-06-12 12:23:41,812 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 12:23:54,114 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 12:24:06,251 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.40899, Head : 0.23067, Avg : 0.31983 + +2023-06-12 12:24:06,251 - yago11k_0.001.log - [INFO] - [Epoch 221]: Training Loss: 0.0011322, Valid MRR: 0.32176, + + + +2023-06-12 12:24:06,900 - yago11k_0.001.log - [INFO] - [E:222| 0]: Train Loss:0.001146, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:25:11,143 - yago11k_0.001.log - [INFO] - [E:222| 100]: Train Loss:0.0011314, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:26:15,378 - yago11k_0.001.log - [INFO] - [E:222| 200]: Train Loss:0.0011317, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:27:19,654 - yago11k_0.001.log - [INFO] - [E:222| 300]: Train Loss:0.0011321, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:28:23,869 - yago11k_0.001.log - [INFO] - [E:222| 400]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:29:28,206 - yago11k_0.001.log - [INFO] - [E:222| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:30:31,975 - yago11k_0.001.log - [INFO] - [E:222| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:30:31,975 - yago11k_0.001.log - [INFO] - [Epoch:222]: Training Loss:0.001131 + +2023-06-12 12:30:32,196 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 12:30:44,484 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 12:30:56,598 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.40709, Head : 0.23166, Avg : 0.31938 + +2023-06-12 12:30:56,598 - yago11k_0.001.log - [INFO] - [Epoch 222]: Training Loss: 0.0011313, Valid MRR: 0.32176, + + + +2023-06-12 12:30:57,247 - yago11k_0.001.log - [INFO] - [E:223| 0]: Train Loss:0.0011142, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:32:01,664 - yago11k_0.001.log - [INFO] - [E:223| 100]: Train Loss:0.0011283, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:33:05,984 - yago11k_0.001.log - [INFO] - [E:223| 200]: Train Loss:0.00113, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:34:10,285 - yago11k_0.001.log - [INFO] - [E:223| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:35:14,538 - yago11k_0.001.log - [INFO] - [E:223| 400]: Train Loss:0.0011312, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:36:18,833 - yago11k_0.001.log - [INFO] - [E:223| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:37:22,654 - yago11k_0.001.log - [INFO] - [E:223| 600]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:37:22,655 - yago11k_0.001.log - [INFO] - [Epoch:223]: Training Loss:0.001132 + +2023-06-12 12:37:22,874 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 12:37:35,226 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 12:37:47,421 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.40593, Head : 0.23078, Avg : 0.31835 + +2023-06-12 12:37:47,421 - yago11k_0.001.log - [INFO] - [Epoch 223]: Training Loss: 0.0011319, Valid MRR: 0.32176, + + + +2023-06-12 12:37:48,073 - yago11k_0.001.log - [INFO] - [E:224| 0]: Train Loss:0.0011541, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:38:52,327 - yago11k_0.001.log - [INFO] - [E:224| 100]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:39:56,646 - yago11k_0.001.log - [INFO] - [E:224| 200]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:41:00,904 - yago11k_0.001.log - [INFO] - [E:224| 300]: Train Loss:0.0011298, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:42:05,257 - yago11k_0.001.log - [INFO] - [E:224| 400]: Train Loss:0.0011307, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:43:09,494 - yago11k_0.001.log - [INFO] - [E:224| 500]: Train Loss:0.001131, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:44:13,408 - yago11k_0.001.log - [INFO] - [E:224| 600]: Train Loss:0.0011317, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:44:13,408 - yago11k_0.001.log - [INFO] - [Epoch:224]: Training Loss:0.001132 + +2023-06-12 12:44:13,627 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 12:44:25,931 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 12:44:38,067 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.40147, Head : 0.23025, Avg : 0.31586 + +2023-06-12 12:44:38,067 - yago11k_0.001.log - [INFO] - [Epoch 224]: Training Loss: 0.0011317, Valid MRR: 0.32176, + + + +2023-06-12 12:44:38,716 - yago11k_0.001.log - [INFO] - [E:225| 0]: Train Loss:0.0011249, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:45:42,971 - yago11k_0.001.log - [INFO] - [E:225| 100]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:46:47,204 - yago11k_0.001.log - [INFO] - [E:225| 200]: Train Loss:0.0011303, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:47:51,360 - yago11k_0.001.log - [INFO] - [E:225| 300]: Train Loss:0.0011307, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:48:55,702 - yago11k_0.001.log - [INFO] - [E:225| 400]: Train Loss:0.0011306, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:50:00,021 - yago11k_0.001.log - [INFO] - [E:225| 500]: Train Loss:0.0011306, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:51:04,720 - yago11k_0.001.log - [INFO] - [E:225| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:51:04,721 - yago11k_0.001.log - [INFO] - [Epoch:225]: Training Loss:0.001131 + +2023-06-12 12:51:04,940 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 12:51:17,254 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 12:51:29,373 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.40671, Head : 0.23179, Avg : 0.31925 + +2023-06-12 12:51:29,373 - yago11k_0.001.log - [INFO] - [Epoch 225]: Training Loss: 0.0011313, Valid MRR: 0.32176, + + + +2023-06-12 12:51:30,020 - yago11k_0.001.log - [INFO] - [E:226| 0]: Train Loss:0.0011196, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:52:34,226 - yago11k_0.001.log - [INFO] - [E:226| 100]: Train Loss:0.001127, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:53:38,497 - yago11k_0.001.log - [INFO] - [E:226| 200]: Train Loss:0.0011293, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:54:42,748 - yago11k_0.001.log - [INFO] - [E:226| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:55:47,053 - yago11k_0.001.log - [INFO] - [E:226| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:56:51,361 - yago11k_0.001.log - [INFO] - [E:226| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:57:55,103 - yago11k_0.001.log - [INFO] - [E:226| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:57:55,103 - yago11k_0.001.log - [INFO] - [Epoch:226]: Training Loss:0.001131 + +2023-06-12 12:57:55,323 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 12:58:07,632 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 12:58:19,764 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.40639, Head : 0.2332, Avg : 0.3198 + +2023-06-12 12:58:19,765 - yago11k_0.001.log - [INFO] - [Epoch 226]: Training Loss: 0.0011308, Valid MRR: 0.32176, + + + +2023-06-12 12:58:20,413 - yago11k_0.001.log - [INFO] - [E:227| 0]: Train Loss:0.0011149, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 12:59:24,666 - yago11k_0.001.log - [INFO] - [E:227| 100]: Train Loss:0.0011309, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:00:28,888 - yago11k_0.001.log - [INFO] - [E:227| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:01:33,209 - yago11k_0.001.log - [INFO] - [E:227| 300]: Train Loss:0.0011302, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:02:37,534 - yago11k_0.001.log - [INFO] - [E:227| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:03:41,851 - yago11k_0.001.log - [INFO] - [E:227| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:04:45,706 - yago11k_0.001.log - [INFO] - [E:227| 600]: Train Loss:0.0011303, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:04:45,707 - yago11k_0.001.log - [INFO] - [Epoch:227]: Training Loss:0.00113 + +2023-06-12 13:04:45,927 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 13:04:58,223 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 13:05:10,358 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.40804, Head : 0.23306, Avg : 0.32055 + +2023-06-12 13:05:10,358 - yago11k_0.001.log - [INFO] - [Epoch 227]: Training Loss: 0.0011303, Valid MRR: 0.32176, + + + +2023-06-12 13:05:11,005 - yago11k_0.001.log - [INFO] - [E:228| 0]: Train Loss:0.0011943, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:06:15,339 - yago11k_0.001.log - [INFO] - [E:228| 100]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:07:19,631 - yago11k_0.001.log - [INFO] - [E:228| 200]: Train Loss:0.0011299, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:08:23,994 - yago11k_0.001.log - [INFO] - [E:228| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:09:28,183 - yago11k_0.001.log - [INFO] - [E:228| 400]: Train Loss:0.0011309, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:10:32,451 - yago11k_0.001.log - [INFO] - [E:228| 500]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:11:36,346 - yago11k_0.001.log - [INFO] - [E:228| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:11:36,346 - yago11k_0.001.log - [INFO] - [Epoch:228]: Training Loss:0.001131 + +2023-06-12 13:11:36,566 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 13:11:48,915 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 13:12:01,087 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.41008, Head : 0.23176, Avg : 0.32092 + +2023-06-12 13:12:01,088 - yago11k_0.001.log - [INFO] - [Epoch 228]: Training Loss: 0.0011308, Valid MRR: 0.32176, + + + +2023-06-12 13:12:01,735 - yago11k_0.001.log - [INFO] - [E:229| 0]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:13:05,971 - yago11k_0.001.log - [INFO] - [E:229| 100]: Train Loss:0.0011299, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:14:10,285 - yago11k_0.001.log - [INFO] - [E:229| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:15:14,494 - yago11k_0.001.log - [INFO] - [E:229| 300]: Train Loss:0.001129, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:16:18,743 - yago11k_0.001.log - [INFO] - [E:229| 400]: Train Loss:0.0011295, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:17:22,917 - yago11k_0.001.log - [INFO] - [E:229| 500]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:18:26,762 - yago11k_0.001.log - [INFO] - [E:229| 600]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:18:26,762 - yago11k_0.001.log - [INFO] - [Epoch:229]: Training Loss:0.00113 + +2023-06-12 13:18:26,980 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 13:18:39,266 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 13:18:51,385 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.40811, Head : 0.23296, Avg : 0.32054 + MR: Tail : 539.41, Head : 899.43, Avg : 719.42 + Hit-1: Tail : 0.32356, Head : 0.1913, Avg : 0.25743 + Hit-3: Tail : 0.4436, Head : 0.22881, Avg : 0.3362 + Hit-10: Tail : 0.57502, Head : 0.31578, Avg : 0.4454 +2023-06-12 13:18:51,385 - yago11k_0.001.log - [INFO] - [Epoch 229]: Training Loss: 0.0011304, Valid MRR: 0.32176, + + + +2023-06-12 13:18:52,034 - yago11k_0.001.log - [INFO] - [E:230| 0]: Train Loss:0.0011463, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:19:56,299 - yago11k_0.001.log - [INFO] - [E:230| 100]: Train Loss:0.0011305, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:21:00,634 - yago11k_0.001.log - [INFO] - [E:230| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:22:04,950 - yago11k_0.001.log - [INFO] - [E:230| 300]: Train Loss:0.0011297, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:23:09,266 - yago11k_0.001.log - [INFO] - [E:230| 400]: Train Loss:0.001129, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:24:13,552 - yago11k_0.001.log - [INFO] - [E:230| 500]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:25:17,451 - yago11k_0.001.log - [INFO] - [E:230| 600]: Train Loss:0.0011298, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:25:17,451 - yago11k_0.001.log - [INFO] - [Epoch:230]: Training Loss:0.00113 + +2023-06-12 13:25:17,671 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 13:25:29,979 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 13:25:42,129 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.40906, Head : 0.23098, Avg : 0.32002 + +2023-06-12 13:25:42,129 - yago11k_0.001.log - [INFO] - [Epoch 230]: Training Loss: 0.0011298, Valid MRR: 0.32176, + + + +2023-06-12 13:25:42,776 - yago11k_0.001.log - [INFO] - [E:231| 0]: Train Loss:0.001114, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:26:47,081 - yago11k_0.001.log - [INFO] - [E:231| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:27:51,294 - yago11k_0.001.log - [INFO] - [E:231| 200]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:28:55,556 - yago11k_0.001.log - [INFO] - [E:231| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:29:59,766 - yago11k_0.001.log - [INFO] - [E:231| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:31:04,108 - yago11k_0.001.log - [INFO] - [E:231| 500]: Train Loss:0.0011293, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:32:07,957 - yago11k_0.001.log - [INFO] - [E:231| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:32:07,957 - yago11k_0.001.log - [INFO] - [Epoch:231]: Training Loss:0.00113 + +2023-06-12 13:32:08,176 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 13:32:20,474 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 13:32:32,617 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.40775, Head : 0.23102, Avg : 0.31939 + +2023-06-12 13:32:32,617 - yago11k_0.001.log - [INFO] - [Epoch 231]: Training Loss: 0.0011297, Valid MRR: 0.32176, + + + +2023-06-12 13:32:33,265 - yago11k_0.001.log - [INFO] - [E:232| 0]: Train Loss:0.0011321, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:33:37,485 - yago11k_0.001.log - [INFO] - [E:232| 100]: Train Loss:0.0011284, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:34:41,668 - yago11k_0.001.log - [INFO] - [E:232| 200]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:35:45,927 - yago11k_0.001.log - [INFO] - [E:232| 300]: Train Loss:0.0011296, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:36:50,128 - yago11k_0.001.log - [INFO] - [E:232| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:37:54,466 - yago11k_0.001.log - [INFO] - [E:232| 500]: Train Loss:0.0011296, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:38:58,210 - yago11k_0.001.log - [INFO] - [E:232| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:38:58,210 - yago11k_0.001.log - [INFO] - [Epoch:232]: Training Loss:0.00113 + +2023-06-12 13:38:58,429 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 13:39:10,716 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 13:39:22,869 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.40501, Head : 0.23297, Avg : 0.31899 + +2023-06-12 13:39:22,869 - yago11k_0.001.log - [INFO] - [Epoch 232]: Training Loss: 0.0011297, Valid MRR: 0.32176, + + + +2023-06-12 13:39:23,524 - yago11k_0.001.log - [INFO] - [E:233| 0]: Train Loss:0.0011316, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:40:27,720 - yago11k_0.001.log - [INFO] - [E:233| 100]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:41:31,906 - yago11k_0.001.log - [INFO] - [E:233| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:42:36,135 - yago11k_0.001.log - [INFO] - [E:233| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:43:40,353 - yago11k_0.001.log - [INFO] - [E:233| 400]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:44:44,626 - yago11k_0.001.log - [INFO] - [E:233| 500]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:45:48,397 - yago11k_0.001.log - [INFO] - [E:233| 600]: Train Loss:0.001129, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:45:48,398 - yago11k_0.001.log - [INFO] - [Epoch:233]: Training Loss:0.001129 + +2023-06-12 13:45:48,625 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 13:46:00,975 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 13:46:13,134 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.40848, Head : 0.22961, Avg : 0.31905 + +2023-06-12 13:46:13,134 - yago11k_0.001.log - [INFO] - [Epoch 233]: Training Loss: 0.001129, Valid MRR: 0.32176, + + + +2023-06-12 13:46:13,781 - yago11k_0.001.log - [INFO] - [E:234| 0]: Train Loss:0.0011438, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:47:17,986 - yago11k_0.001.log - [INFO] - [E:234| 100]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:48:22,279 - yago11k_0.001.log - [INFO] - [E:234| 200]: Train Loss:0.0011295, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:49:26,510 - yago11k_0.001.log - [INFO] - [E:234| 300]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:50:30,897 - yago11k_0.001.log - [INFO] - [E:234| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:51:35,132 - yago11k_0.001.log - [INFO] - [E:234| 500]: Train Loss:0.0011287, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:52:39,022 - yago11k_0.001.log - [INFO] - [E:234| 600]: Train Loss:0.0011291, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:52:39,023 - yago11k_0.001.log - [INFO] - [Epoch:234]: Training Loss:0.001129 + +2023-06-12 13:52:39,243 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 13:52:51,549 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 13:53:03,675 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.40899, Head : 0.23124, Avg : 0.32011 + +2023-06-12 13:53:03,675 - yago11k_0.001.log - [INFO] - [Epoch 234]: Training Loss: 0.0011291, Valid MRR: 0.32176, + + + +2023-06-12 13:53:04,325 - yago11k_0.001.log - [INFO] - [E:235| 0]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:54:08,509 - yago11k_0.001.log - [INFO] - [E:235| 100]: Train Loss:0.0011291, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:55:12,795 - yago11k_0.001.log - [INFO] - [E:235| 200]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:56:17,010 - yago11k_0.001.log - [INFO] - [E:235| 300]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:57:21,340 - yago11k_0.001.log - [INFO] - [E:235| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:58:25,633 - yago11k_0.001.log - [INFO] - [E:235| 500]: Train Loss:0.0011289, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:59:29,535 - yago11k_0.001.log - [INFO] - [E:235| 600]: Train Loss:0.0011289, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 13:59:29,535 - yago11k_0.001.log - [INFO] - [Epoch:235]: Training Loss:0.001129 + +2023-06-12 13:59:29,754 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 13:59:42,062 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 13:59:54,188 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.40936, Head : 0.23279, Avg : 0.32107 + +2023-06-12 13:59:54,188 - yago11k_0.001.log - [INFO] - [Epoch 235]: Training Loss: 0.0011289, Valid MRR: 0.32176, + + + +2023-06-12 13:59:54,835 - yago11k_0.001.log - [INFO] - [E:236| 0]: Train Loss:0.0011567, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:00:59,151 - yago11k_0.001.log - [INFO] - [E:236| 100]: Train Loss:0.0011296, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:02:03,432 - yago11k_0.001.log - [INFO] - [E:236| 200]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:03:07,707 - yago11k_0.001.log - [INFO] - [E:236| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:04:11,855 - yago11k_0.001.log - [INFO] - [E:236| 400]: Train Loss:0.0011284, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:05:16,163 - yago11k_0.001.log - [INFO] - [E:236| 500]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:06:19,866 - yago11k_0.001.log - [INFO] - [E:236| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:06:19,866 - yago11k_0.001.log - [INFO] - [Epoch:236]: Training Loss:0.001129 + +2023-06-12 14:06:20,085 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 14:06:32,377 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 14:06:44,503 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.40864, Head : 0.23209, Avg : 0.32037 + +2023-06-12 14:06:44,503 - yago11k_0.001.log - [INFO] - [Epoch 236]: Training Loss: 0.0011286, Valid MRR: 0.32176, + + + +2023-06-12 14:06:45,150 - yago11k_0.001.log - [INFO] - [E:237| 0]: Train Loss:0.0011335, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:07:49,354 - yago11k_0.001.log - [INFO] - [E:237| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:08:53,564 - yago11k_0.001.log - [INFO] - [E:237| 200]: Train Loss:0.0011279, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:09:57,875 - yago11k_0.001.log - [INFO] - [E:237| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:11:02,193 - yago11k_0.001.log - [INFO] - [E:237| 400]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:12:06,497 - yago11k_0.001.log - [INFO] - [E:237| 500]: Train Loss:0.001128, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:13:10,226 - yago11k_0.001.log - [INFO] - [E:237| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:13:10,226 - yago11k_0.001.log - [INFO] - [Epoch:237]: Training Loss:0.001129 + +2023-06-12 14:13:10,446 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 14:13:22,730 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 14:13:34,864 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.40434, Head : 0.23224, Avg : 0.31829 + +2023-06-12 14:13:34,865 - yago11k_0.001.log - [INFO] - [Epoch 237]: Training Loss: 0.0011286, Valid MRR: 0.32176, + + + +2023-06-12 14:13:35,511 - yago11k_0.001.log - [INFO] - [E:238| 0]: Train Loss:0.001121, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:14:39,790 - yago11k_0.001.log - [INFO] - [E:238| 100]: Train Loss:0.0011298, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:15:44,041 - yago11k_0.001.log - [INFO] - [E:238| 200]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:16:48,280 - yago11k_0.001.log - [INFO] - [E:238| 300]: Train Loss:0.0011287, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:17:52,492 - yago11k_0.001.log - [INFO] - [E:238| 400]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:18:56,782 - yago11k_0.001.log - [INFO] - [E:238| 500]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:20:00,527 - yago11k_0.001.log - [INFO] - [E:238| 600]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:20:00,528 - yago11k_0.001.log - [INFO] - [Epoch:238]: Training Loss:0.001128 + +2023-06-12 14:20:00,748 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 14:20:13,140 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 14:20:25,295 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.40777, Head : 0.23277, Avg : 0.32027 + +2023-06-12 14:20:25,295 - yago11k_0.001.log - [INFO] - [Epoch 238]: Training Loss: 0.0011281, Valid MRR: 0.32176, + + + +2023-06-12 14:20:25,943 - yago11k_0.001.log - [INFO] - [E:239| 0]: Train Loss:0.0011452, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:21:30,157 - yago11k_0.001.log - [INFO] - [E:239| 100]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:22:34,494 - yago11k_0.001.log - [INFO] - [E:239| 200]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:23:38,646 - yago11k_0.001.log - [INFO] - [E:239| 300]: Train Loss:0.0011279, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:24:42,884 - yago11k_0.001.log - [INFO] - [E:239| 400]: Train Loss:0.0011279, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:25:47,071 - yago11k_0.001.log - [INFO] - [E:239| 500]: Train Loss:0.0011277, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:26:50,898 - yago11k_0.001.log - [INFO] - [E:239| 600]: Train Loss:0.001128, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:26:50,899 - yago11k_0.001.log - [INFO] - [Epoch:239]: Training Loss:0.001128 + +2023-06-12 14:26:51,119 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 14:27:03,415 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 14:27:15,549 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.40624, Head : 0.23224, Avg : 0.31924 + MR: Tail : 564.04, Head : 913.73, Avg : 738.89 + Hit-1: Tail : 0.32231, Head : 0.18964, Avg : 0.25597 + Hit-3: Tail : 0.4404, Head : 0.23006, Avg : 0.33523 + Hit-10: Tail : 0.57447, Head : 0.31564, Avg : 0.44505 +2023-06-12 14:27:15,550 - yago11k_0.001.log - [INFO] - [Epoch 239]: Training Loss: 0.001128, Valid MRR: 0.32176, + + + +2023-06-12 14:27:16,196 - yago11k_0.001.log - [INFO] - [E:240| 0]: Train Loss:0.001112, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:28:20,458 - yago11k_0.001.log - [INFO] - [E:240| 100]: Train Loss:0.0011262, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:29:24,755 - yago11k_0.001.log - [INFO] - [E:240| 200]: Train Loss:0.0011271, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:30:28,906 - yago11k_0.001.log - [INFO] - [E:240| 300]: Train Loss:0.0011277, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:31:33,153 - yago11k_0.001.log - [INFO] - [E:240| 400]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:32:37,440 - yago11k_0.001.log - [INFO] - [E:240| 500]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:33:41,269 - yago11k_0.001.log - [INFO] - [E:240| 600]: Train Loss:0.0011276, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:33:41,270 - yago11k_0.001.log - [INFO] - [Epoch:240]: Training Loss:0.001128 + +2023-06-12 14:33:41,495 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 14:33:53,803 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 14:34:05,955 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.40578, Head : 0.23267, Avg : 0.31923 + +2023-06-12 14:34:05,955 - yago11k_0.001.log - [INFO] - [Epoch 240]: Training Loss: 0.0011276, Valid MRR: 0.32176, + + + +2023-06-12 14:34:06,607 - yago11k_0.001.log - [INFO] - [E:241| 0]: Train Loss:0.0011333, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:35:10,878 - yago11k_0.001.log - [INFO] - [E:241| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:36:15,094 - yago11k_0.001.log - [INFO] - [E:241| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:37:19,345 - yago11k_0.001.log - [INFO] - [E:241| 300]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:38:23,533 - yago11k_0.001.log - [INFO] - [E:241| 400]: Train Loss:0.0011267, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:39:27,759 - yago11k_0.001.log - [INFO] - [E:241| 500]: Train Loss:0.0011272, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:40:31,596 - yago11k_0.001.log - [INFO] - [E:241| 600]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:40:31,597 - yago11k_0.001.log - [INFO] - [Epoch:241]: Training Loss:0.001127 + +2023-06-12 14:40:31,815 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 14:40:44,116 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 14:40:56,260 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.40619, Head : 0.23204, Avg : 0.31912 + +2023-06-12 14:40:56,260 - yago11k_0.001.log - [INFO] - [Epoch 241]: Training Loss: 0.0011273, Valid MRR: 0.32176, + + + +2023-06-12 14:40:56,907 - yago11k_0.001.log - [INFO] - [E:242| 0]: Train Loss:0.00114, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:42:01,247 - yago11k_0.001.log - [INFO] - [E:242| 100]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:43:05,444 - yago11k_0.001.log - [INFO] - [E:242| 200]: Train Loss:0.0011275, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:44:09,641 - yago11k_0.001.log - [INFO] - [E:242| 300]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:45:13,876 - yago11k_0.001.log - [INFO] - [E:242| 400]: Train Loss:0.0011268, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:46:18,147 - yago11k_0.001.log - [INFO] - [E:242| 500]: Train Loss:0.001127, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:47:21,961 - yago11k_0.001.log - [INFO] - [E:242| 600]: Train Loss:0.0011275, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:47:21,961 - yago11k_0.001.log - [INFO] - [Epoch:242]: Training Loss:0.001128 + +2023-06-12 14:47:22,181 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 14:47:34,473 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 14:47:46,613 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.40687, Head : 0.23336, Avg : 0.32012 + +2023-06-12 14:47:46,613 - yago11k_0.001.log - [INFO] - [Epoch 242]: Training Loss: 0.0011275, Valid MRR: 0.32176, + + + +2023-06-12 14:47:47,259 - yago11k_0.001.log - [INFO] - [E:243| 0]: Train Loss:0.0011405, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:48:51,452 - yago11k_0.001.log - [INFO] - [E:243| 100]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:49:55,692 - yago11k_0.001.log - [INFO] - [E:243| 200]: Train Loss:0.0011272, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:51:00,007 - yago11k_0.001.log - [INFO] - [E:243| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:52:04,268 - yago11k_0.001.log - [INFO] - [E:243| 400]: Train Loss:0.0011276, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:53:08,441 - yago11k_0.001.log - [INFO] - [E:243| 500]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:54:12,270 - yago11k_0.001.log - [INFO] - [E:243| 600]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:54:12,271 - yago11k_0.001.log - [INFO] - [Epoch:243]: Training Loss:0.001127 + +2023-06-12 14:54:12,491 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 14:54:24,842 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 14:54:36,970 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.40824, Head : 0.23168, Avg : 0.31996 + +2023-06-12 14:54:36,970 - yago11k_0.001.log - [INFO] - [Epoch 243]: Training Loss: 0.0011274, Valid MRR: 0.32176, + + + +2023-06-12 14:54:37,619 - yago11k_0.001.log - [INFO] - [E:244| 0]: Train Loss:0.001213, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:55:41,971 - yago11k_0.001.log - [INFO] - [E:244| 100]: Train Loss:0.0011276, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:56:46,303 - yago11k_0.001.log - [INFO] - [E:244| 200]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:57:50,495 - yago11k_0.001.log - [INFO] - [E:244| 300]: Train Loss:0.0011268, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:58:54,760 - yago11k_0.001.log - [INFO] - [E:244| 400]: Train Loss:0.001127, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 14:59:59,046 - yago11k_0.001.log - [INFO] - [E:244| 500]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:01:02,867 - yago11k_0.001.log - [INFO] - [E:244| 600]: Train Loss:0.0011271, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:01:02,867 - yago11k_0.001.log - [INFO] - [Epoch:244]: Training Loss:0.001127 + +2023-06-12 15:01:03,086 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 15:01:15,383 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 15:01:27,515 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.41093, Head : 0.23073, Avg : 0.32083 + +2023-06-12 15:01:27,515 - yago11k_0.001.log - [INFO] - [Epoch 244]: Training Loss: 0.0011271, Valid MRR: 0.32176, + + + +2023-06-12 15:01:28,161 - yago11k_0.001.log - [INFO] - [E:245| 0]: Train Loss:0.0011385, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:02:32,397 - yago11k_0.001.log - [INFO] - [E:245| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:03:36,718 - yago11k_0.001.log - [INFO] - [E:245| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:04:40,955 - yago11k_0.001.log - [INFO] - [E:245| 300]: Train Loss:0.0011255, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:05:45,271 - yago11k_0.001.log - [INFO] - [E:245| 400]: Train Loss:0.0011257, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:06:49,429 - yago11k_0.001.log - [INFO] - [E:245| 500]: Train Loss:0.0011263, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:07:53,349 - yago11k_0.001.log - [INFO] - [E:245| 600]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:07:53,349 - yago11k_0.001.log - [INFO] - [Epoch:245]: Training Loss:0.001127 + +2023-06-12 15:07:53,569 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 15:08:05,867 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 15:08:18,011 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.40503, Head : 0.23065, Avg : 0.31784 + +2023-06-12 15:08:18,011 - yago11k_0.001.log - [INFO] - [Epoch 245]: Training Loss: 0.0011266, Valid MRR: 0.32176, + + + +2023-06-12 15:08:18,657 - yago11k_0.001.log - [INFO] - [E:246| 0]: Train Loss:0.0011252, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:09:22,949 - yago11k_0.001.log - [INFO] - [E:246| 100]: Train Loss:0.0011238, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:10:27,215 - yago11k_0.001.log - [INFO] - [E:246| 200]: Train Loss:0.0011249, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:11:31,490 - yago11k_0.001.log - [INFO] - [E:246| 300]: Train Loss:0.0011249, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:12:35,736 - yago11k_0.001.log - [INFO] - [E:246| 400]: Train Loss:0.0011246, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:13:39,948 - yago11k_0.001.log - [INFO] - [E:246| 500]: Train Loss:0.0011255, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:14:43,684 - yago11k_0.001.log - [INFO] - [E:246| 600]: Train Loss:0.0011263, Val MRR:0.32176, yago11k_0.001.log +2023-06-12 15:14:43,684 - yago11k_0.001.log - [INFO] - [Epoch:246]: Training Loss:0.001126 + +2023-06-12 15:14:43,904 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 15:14:56,197 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 15:15:08,317 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.41141, Head : 0.23252, Avg : 0.32196 + +2023-06-12 15:15:09,527 - yago11k_0.001.log - [INFO] - [Epoch 246]: Training Loss: 0.0011263, Valid MRR: 0.32196, + + + +2023-06-12 15:15:10,179 - yago11k_0.001.log - [INFO] - [E:247| 0]: Train Loss:0.0011273, Val MRR:0.32196, yago11k_0.001.log +2023-06-12 15:16:14,539 - yago11k_0.001.log - [INFO] - [E:247| 100]: Train Loss:0.0011256, Val MRR:0.32196, yago11k_0.001.log +2023-06-12 15:17:18,715 - yago11k_0.001.log - [INFO] - [E:247| 200]: Train Loss:0.0011271, Val MRR:0.32196, yago11k_0.001.log +2023-06-12 15:18:22,958 - yago11k_0.001.log - [INFO] - [E:247| 300]: Train Loss:0.0011265, Val MRR:0.32196, yago11k_0.001.log +2023-06-12 15:19:27,146 - yago11k_0.001.log - [INFO] - [E:247| 400]: Train Loss:0.001126, Val MRR:0.32196, yago11k_0.001.log +2023-06-12 15:20:31,540 - yago11k_0.001.log - [INFO] - [E:247| 500]: Train Loss:0.0011265, Val MRR:0.32196, yago11k_0.001.log +2023-06-12 15:21:35,232 - yago11k_0.001.log - [INFO] - [E:247| 600]: Train Loss:0.001126, Val MRR:0.32196, yago11k_0.001.log +2023-06-12 15:21:35,232 - yago11k_0.001.log - [INFO] - [Epoch:247]: Training Loss:0.001126 + +2023-06-12 15:21:35,451 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 15:21:47,740 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 15:21:59,901 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.41402, Head : 0.23219, Avg : 0.3231 + +2023-06-12 15:22:01,069 - yago11k_0.001.log - [INFO] - [Epoch 247]: Training Loss: 0.001126, Valid MRR: 0.3231, + + + +2023-06-12 15:22:01,717 - yago11k_0.001.log - [INFO] - [E:248| 0]: Train Loss:0.0011221, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:23:05,929 - yago11k_0.001.log - [INFO] - [E:248| 100]: Train Loss:0.0011248, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:24:10,220 - yago11k_0.001.log - [INFO] - [E:248| 200]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:25:14,481 - yago11k_0.001.log - [INFO] - [E:248| 300]: Train Loss:0.0011256, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:26:18,720 - yago11k_0.001.log - [INFO] - [E:248| 400]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:27:23,071 - yago11k_0.001.log - [INFO] - [E:248| 500]: Train Loss:0.0011259, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:28:26,966 - yago11k_0.001.log - [INFO] - [E:248| 600]: Train Loss:0.0011259, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:28:26,966 - yago11k_0.001.log - [INFO] - [Epoch:248]: Training Loss:0.001126 + +2023-06-12 15:28:27,186 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 15:28:39,524 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 15:28:51,657 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.41074, Head : 0.23161, Avg : 0.32117 + +2023-06-12 15:28:51,657 - yago11k_0.001.log - [INFO] - [Epoch 248]: Training Loss: 0.0011259, Valid MRR: 0.3231, + + + +2023-06-12 15:28:52,306 - yago11k_0.001.log - [INFO] - [E:249| 0]: Train Loss:0.0011248, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:29:56,481 - yago11k_0.001.log - [INFO] - [E:249| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:31:00,743 - yago11k_0.001.log - [INFO] - [E:249| 200]: Train Loss:0.0011243, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:32:04,942 - yago11k_0.001.log - [INFO] - [E:249| 300]: Train Loss:0.0011247, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:33:09,364 - yago11k_0.001.log - [INFO] - [E:249| 400]: Train Loss:0.0011251, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:34:13,519 - yago11k_0.001.log - [INFO] - [E:249| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:35:17,404 - yago11k_0.001.log - [INFO] - [E:249| 600]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:35:17,404 - yago11k_0.001.log - [INFO] - [Epoch:249]: Training Loss:0.001125 + +2023-06-12 15:35:17,624 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 15:35:29,928 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 15:35:42,088 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.41096, Head : 0.2314, Avg : 0.32118 + MR: Tail : 578.1, Head : 944.77, Avg : 761.43 + Hit-1: Tail : 0.32662, Head : 0.1895, Avg : 0.25806 + Hit-3: Tail : 0.44804, Head : 0.22715, Avg : 0.33759 + Hit-10: Tail : 0.57016, Head : 0.31384, Avg : 0.442 +2023-06-12 15:35:42,089 - yago11k_0.001.log - [INFO] - [Epoch 249]: Training Loss: 0.0011255, Valid MRR: 0.3231, + + + +2023-06-12 15:35:42,739 - yago11k_0.001.log - [INFO] - [E:250| 0]: Train Loss:0.001118, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:36:46,940 - yago11k_0.001.log - [INFO] - [E:250| 100]: Train Loss:0.001124, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:37:51,175 - yago11k_0.001.log - [INFO] - [E:250| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:38:55,389 - yago11k_0.001.log - [INFO] - [E:250| 300]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:39:59,759 - yago11k_0.001.log - [INFO] - [E:250| 400]: Train Loss:0.0011261, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:41:04,011 - yago11k_0.001.log - [INFO] - [E:250| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:42:07,841 - yago11k_0.001.log - [INFO] - [E:250| 600]: Train Loss:0.0011258, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:42:07,841 - yago11k_0.001.log - [INFO] - [Epoch:250]: Training Loss:0.001126 + +2023-06-12 15:42:08,061 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 15:42:20,361 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 15:42:32,491 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.40978, Head : 0.23132, Avg : 0.32055 + +2023-06-12 15:42:32,492 - yago11k_0.001.log - [INFO] - [Epoch 250]: Training Loss: 0.0011258, Valid MRR: 0.3231, + + + +2023-06-12 15:42:33,141 - yago11k_0.001.log - [INFO] - [E:251| 0]: Train Loss:0.0011287, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:43:37,459 - yago11k_0.001.log - [INFO] - [E:251| 100]: Train Loss:0.0011258, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:44:41,657 - yago11k_0.001.log - [INFO] - [E:251| 200]: Train Loss:0.0011254, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:45:46,025 - yago11k_0.001.log - [INFO] - [E:251| 300]: Train Loss:0.001125, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:46:50,186 - yago11k_0.001.log - [INFO] - [E:251| 400]: Train Loss:0.0011258, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:47:54,474 - yago11k_0.001.log - [INFO] - [E:251| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:48:58,216 - yago11k_0.001.log - [INFO] - [E:251| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:48:58,217 - yago11k_0.001.log - [INFO] - [Epoch:251]: Training Loss:0.001125 + +2023-06-12 15:48:58,436 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 15:49:10,760 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 15:49:22,891 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.41221, Head : 0.23198, Avg : 0.32209 + +2023-06-12 15:49:22,891 - yago11k_0.001.log - [INFO] - [Epoch 251]: Training Loss: 0.0011252, Valid MRR: 0.3231, + + + +2023-06-12 15:49:23,539 - yago11k_0.001.log - [INFO] - [E:252| 0]: Train Loss:0.00112, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:50:27,828 - yago11k_0.001.log - [INFO] - [E:252| 100]: Train Loss:0.0011252, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:51:32,024 - yago11k_0.001.log - [INFO] - [E:252| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:52:36,265 - yago11k_0.001.log - [INFO] - [E:252| 300]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:53:40,552 - yago11k_0.001.log - [INFO] - [E:252| 400]: Train Loss:0.0011248, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:54:44,894 - yago11k_0.001.log - [INFO] - [E:252| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:55:48,743 - yago11k_0.001.log - [INFO] - [E:252| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:55:48,744 - yago11k_0.001.log - [INFO] - [Epoch:252]: Training Loss:0.001125 + +2023-06-12 15:55:48,963 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 15:56:01,257 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 15:56:13,428 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.40348, Head : 0.23151, Avg : 0.3175 + +2023-06-12 15:56:13,428 - yago11k_0.001.log - [INFO] - [Epoch 252]: Training Loss: 0.0011252, Valid MRR: 0.3231, + + + +2023-06-12 15:56:14,074 - yago11k_0.001.log - [INFO] - [E:253| 0]: Train Loss:0.0011417, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:57:18,264 - yago11k_0.001.log - [INFO] - [E:253| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:58:22,450 - yago11k_0.001.log - [INFO] - [E:253| 200]: Train Loss:0.0011231, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 15:59:26,717 - yago11k_0.001.log - [INFO] - [E:253| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:00:30,966 - yago11k_0.001.log - [INFO] - [E:253| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:01:35,175 - yago11k_0.001.log - [INFO] - [E:253| 500]: Train Loss:0.0011251, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:02:39,134 - yago11k_0.001.log - [INFO] - [E:253| 600]: Train Loss:0.0011251, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:02:39,134 - yago11k_0.001.log - [INFO] - [Epoch:253]: Training Loss:0.001125 + +2023-06-12 16:02:39,354 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 16:02:51,693 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 16:03:03,827 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.4074, Head : 0.22981, Avg : 0.3186 + +2023-06-12 16:03:03,827 - yago11k_0.001.log - [INFO] - [Epoch 253]: Training Loss: 0.0011251, Valid MRR: 0.3231, + + + +2023-06-12 16:03:04,474 - yago11k_0.001.log - [INFO] - [E:254| 0]: Train Loss:0.0011052, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:04:08,731 - yago11k_0.001.log - [INFO] - [E:254| 100]: Train Loss:0.0011206, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:05:13,022 - yago11k_0.001.log - [INFO] - [E:254| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:06:17,326 - yago11k_0.001.log - [INFO] - [E:254| 300]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:07:21,637 - yago11k_0.001.log - [INFO] - [E:254| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:08:25,920 - yago11k_0.001.log - [INFO] - [E:254| 500]: Train Loss:0.0011239, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:09:29,759 - yago11k_0.001.log - [INFO] - [E:254| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:09:29,760 - yago11k_0.001.log - [INFO] - [Epoch:254]: Training Loss:0.001124 + +2023-06-12 16:09:29,979 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 16:09:42,274 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 16:09:54,408 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.40697, Head : 0.23064, Avg : 0.3188 + +2023-06-12 16:09:54,409 - yago11k_0.001.log - [INFO] - [Epoch 254]: Training Loss: 0.0011244, Valid MRR: 0.3231, + + + +2023-06-12 16:09:55,057 - yago11k_0.001.log - [INFO] - [E:255| 0]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:10:59,275 - yago11k_0.001.log - [INFO] - [E:255| 100]: Train Loss:0.0011237, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:12:03,577 - yago11k_0.001.log - [INFO] - [E:255| 200]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:13:07,762 - yago11k_0.001.log - [INFO] - [E:255| 300]: Train Loss:0.0011239, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:14:12,149 - yago11k_0.001.log - [INFO] - [E:255| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:15:16,458 - yago11k_0.001.log - [INFO] - [E:255| 500]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:16:20,346 - yago11k_0.001.log - [INFO] - [E:255| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:16:20,347 - yago11k_0.001.log - [INFO] - [Epoch:255]: Training Loss:0.001125 + +2023-06-12 16:16:20,566 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 16:16:32,878 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 16:16:45,015 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.40598, Head : 0.2315, Avg : 0.31874 + +2023-06-12 16:16:45,015 - yago11k_0.001.log - [INFO] - [Epoch 255]: Training Loss: 0.0011246, Valid MRR: 0.3231, + + + +2023-06-12 16:16:45,664 - yago11k_0.001.log - [INFO] - [E:256| 0]: Train Loss:0.0011144, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:17:50,032 - yago11k_0.001.log - [INFO] - [E:256| 100]: Train Loss:0.0011232, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:18:54,294 - yago11k_0.001.log - [INFO] - [E:256| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:19:58,644 - yago11k_0.001.log - [INFO] - [E:256| 300]: Train Loss:0.0011238, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:21:02,826 - yago11k_0.001.log - [INFO] - [E:256| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:22:07,087 - yago11k_0.001.log - [INFO] - [E:256| 500]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:23:10,821 - yago11k_0.001.log - [INFO] - [E:256| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:23:10,822 - yago11k_0.001.log - [INFO] - [Epoch:256]: Training Loss:0.001125 + +2023-06-12 16:23:11,042 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 16:23:23,337 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 16:23:35,466 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.41256, Head : 0.23154, Avg : 0.32205 + +2023-06-12 16:23:35,466 - yago11k_0.001.log - [INFO] - [Epoch 256]: Training Loss: 0.0011246, Valid MRR: 0.3231, + + + +2023-06-12 16:23:36,115 - yago11k_0.001.log - [INFO] - [E:257| 0]: Train Loss:0.0011612, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:24:40,409 - yago11k_0.001.log - [INFO] - [E:257| 100]: Train Loss:0.0011222, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:25:44,603 - yago11k_0.001.log - [INFO] - [E:257| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:26:48,910 - yago11k_0.001.log - [INFO] - [E:257| 300]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:27:53,172 - yago11k_0.001.log - [INFO] - [E:257| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:28:57,561 - yago11k_0.001.log - [INFO] - [E:257| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:30:01,318 - yago11k_0.001.log - [INFO] - [E:257| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:30:01,318 - yago11k_0.001.log - [INFO] - [Epoch:257]: Training Loss:0.001124 + +2023-06-12 16:30:01,537 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 16:30:13,822 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 16:30:26,003 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.41039, Head : 0.23409, Avg : 0.32224 + +2023-06-12 16:30:26,004 - yago11k_0.001.log - [INFO] - [Epoch 257]: Training Loss: 0.0011244, Valid MRR: 0.3231, + + + +2023-06-12 16:30:26,649 - yago11k_0.001.log - [INFO] - [E:258| 0]: Train Loss:0.0011186, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:31:30,861 - yago11k_0.001.log - [INFO] - [E:258| 100]: Train Loss:0.0011227, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:32:35,168 - yago11k_0.001.log - [INFO] - [E:258| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:33:39,419 - yago11k_0.001.log - [INFO] - [E:258| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:34:43,694 - yago11k_0.001.log - [INFO] - [E:258| 400]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:35:47,884 - yago11k_0.001.log - [INFO] - [E:258| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:36:51,711 - yago11k_0.001.log - [INFO] - [E:258| 600]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:36:51,711 - yago11k_0.001.log - [INFO] - [Epoch:258]: Training Loss:0.001124 + +2023-06-12 16:36:51,931 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 16:37:04,280 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 16:37:16,427 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.41, Head : 0.23324, Avg : 0.32162 + +2023-06-12 16:37:16,428 - yago11k_0.001.log - [INFO] - [Epoch 258]: Training Loss: 0.0011242, Valid MRR: 0.3231, + + + +2023-06-12 16:37:17,077 - yago11k_0.001.log - [INFO] - [E:259| 0]: Train Loss:0.0011118, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:38:21,327 - yago11k_0.001.log - [INFO] - [E:259| 100]: Train Loss:0.0011226, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:39:25,645 - yago11k_0.001.log - [INFO] - [E:259| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:40:29,872 - yago11k_0.001.log - [INFO] - [E:259| 300]: Train Loss:0.0011233, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:41:34,187 - yago11k_0.001.log - [INFO] - [E:259| 400]: Train Loss:0.0011239, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:42:38,398 - yago11k_0.001.log - [INFO] - [E:259| 500]: Train Loss:0.0011237, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:43:42,330 - yago11k_0.001.log - [INFO] - [E:259| 600]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:43:42,330 - yago11k_0.001.log - [INFO] - [Epoch:259]: Training Loss:0.001124 + +2023-06-12 16:43:42,550 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 16:43:54,876 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 16:44:07,011 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.4129, Head : 0.231, Avg : 0.32195 + MR: Tail : 571.54, Head : 951.16, Avg : 761.35 + Hit-1: Tail : 0.3337, Head : 0.18894, Avg : 0.26132 + Hit-3: Tail : 0.44401, Head : 0.2277, Avg : 0.33586 + Hit-10: Tail : 0.56946, Head : 0.31273, Avg : 0.44109 +2023-06-12 16:44:07,011 - yago11k_0.001.log - [INFO] - [Epoch 259]: Training Loss: 0.0011241, Valid MRR: 0.3231, + + + +2023-06-12 16:44:07,662 - yago11k_0.001.log - [INFO] - [E:260| 0]: Train Loss:0.0011718, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:45:11,950 - yago11k_0.001.log - [INFO] - [E:260| 100]: Train Loss:0.0011231, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:46:16,275 - yago11k_0.001.log - [INFO] - [E:260| 200]: Train Loss:0.0011226, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:47:20,557 - yago11k_0.001.log - [INFO] - [E:260| 300]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:48:24,864 - yago11k_0.001.log - [INFO] - [E:260| 400]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:49:29,169 - yago11k_0.001.log - [INFO] - [E:260| 500]: Train Loss:0.0011231, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:50:33,022 - yago11k_0.001.log - [INFO] - [E:260| 600]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_0.001.log +2023-06-12 16:50:33,022 - yago11k_0.001.log - [INFO] - [Epoch:260]: Training Loss:0.001124 + +2023-06-12 16:50:33,243 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 16:50:45,556 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 16:50:57,697 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.41379, Head : 0.23352, Avg : 0.32365 + +2023-06-12 16:50:58,752 - yago11k_0.001.log - [INFO] - [Epoch 260]: Training Loss: 0.0011235, Valid MRR: 0.32365, + + + +2023-06-12 16:50:59,401 - yago11k_0.001.log - [INFO] - [E:261| 0]: Train Loss:0.001127, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 16:52:03,778 - yago11k_0.001.log - [INFO] - [E:261| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 16:53:08,020 - yago11k_0.001.log - [INFO] - [E:261| 200]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 16:54:12,382 - yago11k_0.001.log - [INFO] - [E:261| 300]: Train Loss:0.0011218, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 16:55:16,574 - yago11k_0.001.log - [INFO] - [E:261| 400]: Train Loss:0.0011227, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 16:56:20,792 - yago11k_0.001.log - [INFO] - [E:261| 500]: Train Loss:0.0011233, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 16:57:24,591 - yago11k_0.001.log - [INFO] - [E:261| 600]: Train Loss:0.0011236, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 16:57:24,591 - yago11k_0.001.log - [INFO] - [Epoch:261]: Training Loss:0.001124 + +2023-06-12 16:57:24,811 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 16:57:37,103 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 16:57:49,219 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.40995, Head : 0.23547, Avg : 0.32271 + +2023-06-12 16:57:49,219 - yago11k_0.001.log - [INFO] - [Epoch 261]: Training Loss: 0.0011236, Valid MRR: 0.32365, + + + +2023-06-12 16:57:49,871 - yago11k_0.001.log - [INFO] - [E:262| 0]: Train Loss:0.0011071, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 16:58:54,149 - yago11k_0.001.log - [INFO] - [E:262| 100]: Train Loss:0.0011221, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 16:59:58,337 - yago11k_0.001.log - [INFO] - [E:262| 200]: Train Loss:0.0011225, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:01:02,700 - yago11k_0.001.log - [INFO] - [E:262| 300]: Train Loss:0.0011229, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:02:06,977 - yago11k_0.001.log - [INFO] - [E:262| 400]: Train Loss:0.0011232, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:03:11,302 - yago11k_0.001.log - [INFO] - [E:262| 500]: Train Loss:0.0011231, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:04:15,097 - yago11k_0.001.log - [INFO] - [E:262| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:04:15,097 - yago11k_0.001.log - [INFO] - [Epoch:262]: Training Loss:0.001123 + +2023-06-12 17:04:15,316 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 17:04:27,695 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 17:04:39,881 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.40776, Head : 0.23273, Avg : 0.32025 + +2023-06-12 17:04:39,881 - yago11k_0.001.log - [INFO] - [Epoch 262]: Training Loss: 0.0011233, Valid MRR: 0.32365, + + + +2023-06-12 17:04:40,528 - yago11k_0.001.log - [INFO] - [E:263| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:05:44,753 - yago11k_0.001.log - [INFO] - [E:263| 100]: Train Loss:0.0011202, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:06:49,063 - yago11k_0.001.log - [INFO] - [E:263| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:07:53,251 - yago11k_0.001.log - [INFO] - [E:263| 300]: Train Loss:0.001122, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:08:57,580 - yago11k_0.001.log - [INFO] - [E:263| 400]: Train Loss:0.0011224, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:10:01,758 - yago11k_0.001.log - [INFO] - [E:263| 500]: Train Loss:0.0011228, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:11:05,637 - yago11k_0.001.log - [INFO] - [E:263| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:11:05,637 - yago11k_0.001.log - [INFO] - [Epoch:263]: Training Loss:0.001123 + +2023-06-12 17:11:05,857 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 17:11:18,147 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 17:11:30,295 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.40593, Head : 0.23508, Avg : 0.3205 + +2023-06-12 17:11:30,295 - yago11k_0.001.log - [INFO] - [Epoch 263]: Training Loss: 0.0011233, Valid MRR: 0.32365, + + + +2023-06-12 17:11:30,943 - yago11k_0.001.log - [INFO] - [E:264| 0]: Train Loss:0.0010945, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:12:35,223 - yago11k_0.001.log - [INFO] - [E:264| 100]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:13:39,446 - yago11k_0.001.log - [INFO] - [E:264| 200]: Train Loss:0.0011218, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:14:43,783 - yago11k_0.001.log - [INFO] - [E:264| 300]: Train Loss:0.0011224, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:15:48,033 - yago11k_0.001.log - [INFO] - [E:264| 400]: Train Loss:0.0011231, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:16:52,304 - yago11k_0.001.log - [INFO] - [E:264| 500]: Train Loss:0.001123, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:17:56,140 - yago11k_0.001.log - [INFO] - [E:264| 600]: Train Loss:0.001123, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:17:56,140 - yago11k_0.001.log - [INFO] - [Epoch:264]: Training Loss:0.001123 + +2023-06-12 17:17:56,360 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 17:18:08,665 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 17:18:20,806 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.40901, Head : 0.23282, Avg : 0.32092 + +2023-06-12 17:18:20,806 - yago11k_0.001.log - [INFO] - [Epoch 264]: Training Loss: 0.001123, Valid MRR: 0.32365, + + + +2023-06-12 17:18:21,453 - yago11k_0.001.log - [INFO] - [E:265| 0]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:19:25,667 - yago11k_0.001.log - [INFO] - [E:265| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:20:29,965 - yago11k_0.001.log - [INFO] - [E:265| 200]: Train Loss:0.0011232, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:21:34,246 - yago11k_0.001.log - [INFO] - [E:265| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:22:38,559 - yago11k_0.001.log - [INFO] - [E:265| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:23:42,784 - yago11k_0.001.log - [INFO] - [E:265| 500]: Train Loss:0.0011232, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:24:46,622 - yago11k_0.001.log - [INFO] - [E:265| 600]: Train Loss:0.0011229, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:24:46,622 - yago11k_0.001.log - [INFO] - [Epoch:265]: Training Loss:0.001123 + +2023-06-12 17:24:46,842 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 17:24:59,155 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 17:25:11,298 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.41063, Head : 0.23158, Avg : 0.32111 + +2023-06-12 17:25:11,299 - yago11k_0.001.log - [INFO] - [Epoch 265]: Training Loss: 0.0011229, Valid MRR: 0.32365, + + + +2023-06-12 17:25:11,951 - yago11k_0.001.log - [INFO] - [E:266| 0]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:26:16,396 - yago11k_0.001.log - [INFO] - [E:266| 100]: Train Loss:0.0011204, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:27:20,603 - yago11k_0.001.log - [INFO] - [E:266| 200]: Train Loss:0.0011224, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:28:24,906 - yago11k_0.001.log - [INFO] - [E:266| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:29:29,180 - yago11k_0.001.log - [INFO] - [E:266| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:30:33,443 - yago11k_0.001.log - [INFO] - [E:266| 500]: Train Loss:0.0011223, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:31:37,200 - yago11k_0.001.log - [INFO] - [E:266| 600]: Train Loss:0.0011225, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:31:37,200 - yago11k_0.001.log - [INFO] - [Epoch:266]: Training Loss:0.001123 + +2023-06-12 17:31:37,419 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 17:31:49,701 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 17:32:01,833 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.40551, Head : 0.23098, Avg : 0.31825 + +2023-06-12 17:32:01,833 - yago11k_0.001.log - [INFO] - [Epoch 266]: Training Loss: 0.0011225, Valid MRR: 0.32365, + + + +2023-06-12 17:32:02,480 - yago11k_0.001.log - [INFO] - [E:267| 0]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:33:06,741 - yago11k_0.001.log - [INFO] - [E:267| 100]: Train Loss:0.0011228, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:34:10,904 - yago11k_0.001.log - [INFO] - [E:267| 200]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:35:15,174 - yago11k_0.001.log - [INFO] - [E:267| 300]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:36:19,409 - yago11k_0.001.log - [INFO] - [E:267| 400]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:37:23,671 - yago11k_0.001.log - [INFO] - [E:267| 500]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:38:27,408 - yago11k_0.001.log - [INFO] - [E:267| 600]: Train Loss:0.0011221, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:38:27,409 - yago11k_0.001.log - [INFO] - [Epoch:267]: Training Loss:0.001122 + +2023-06-12 17:38:27,629 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 17:38:39,988 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 17:38:52,167 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.40734, Head : 0.23316, Avg : 0.32025 + +2023-06-12 17:38:52,168 - yago11k_0.001.log - [INFO] - [Epoch 267]: Training Loss: 0.0011221, Valid MRR: 0.32365, + + + +2023-06-12 17:38:52,816 - yago11k_0.001.log - [INFO] - [E:268| 0]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:39:57,049 - yago11k_0.001.log - [INFO] - [E:268| 100]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:41:01,387 - yago11k_0.001.log - [INFO] - [E:268| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:42:05,605 - yago11k_0.001.log - [INFO] - [E:268| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:43:09,912 - yago11k_0.001.log - [INFO] - [E:268| 400]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:44:14,188 - yago11k_0.001.log - [INFO] - [E:268| 500]: Train Loss:0.0011215, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:45:18,016 - yago11k_0.001.log - [INFO] - [E:268| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:45:18,017 - yago11k_0.001.log - [INFO] - [Epoch:268]: Training Loss:0.001122 + +2023-06-12 17:45:18,236 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 17:45:30,550 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 17:45:42,686 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.40327, Head : 0.23219, Avg : 0.31773 + +2023-06-12 17:45:42,687 - yago11k_0.001.log - [INFO] - [Epoch 268]: Training Loss: 0.0011219, Valid MRR: 0.32365, + + + +2023-06-12 17:45:43,336 - yago11k_0.001.log - [INFO] - [E:269| 0]: Train Loss:0.0011067, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:46:47,651 - yago11k_0.001.log - [INFO] - [E:269| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:47:51,972 - yago11k_0.001.log - [INFO] - [E:269| 200]: Train Loss:0.0011201, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:48:56,187 - yago11k_0.001.log - [INFO] - [E:269| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:50:00,485 - yago11k_0.001.log - [INFO] - [E:269| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:51:04,782 - yago11k_0.001.log - [INFO] - [E:269| 500]: Train Loss:0.0011214, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:52:08,591 - yago11k_0.001.log - [INFO] - [E:269| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:52:08,591 - yago11k_0.001.log - [INFO] - [Epoch:269]: Training Loss:0.001122 + +2023-06-12 17:52:08,810 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 17:52:21,116 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 17:52:33,263 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.40656, Head : 0.23263, Avg : 0.31959 + MR: Tail : 619.65, Head : 960.63, Avg : 790.14 + Hit-1: Tail : 0.32551, Head : 0.19172, Avg : 0.25861 + Hit-3: Tail : 0.43915, Head : 0.22909, Avg : 0.33412 + Hit-10: Tail : 0.57071, Head : 0.31662, Avg : 0.44366 +2023-06-12 17:52:33,263 - yago11k_0.001.log - [INFO] - [Epoch 269]: Training Loss: 0.0011219, Valid MRR: 0.32365, + + + +2023-06-12 17:52:33,910 - yago11k_0.001.log - [INFO] - [E:270| 0]: Train Loss:0.0011114, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:53:38,269 - yago11k_0.001.log - [INFO] - [E:270| 100]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:54:42,515 - yago11k_0.001.log - [INFO] - [E:270| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:55:46,864 - yago11k_0.001.log - [INFO] - [E:270| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:56:51,150 - yago11k_0.001.log - [INFO] - [E:270| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:57:55,563 - yago11k_0.001.log - [INFO] - [E:270| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:58:59,424 - yago11k_0.001.log - [INFO] - [E:270| 600]: Train Loss:0.0011218, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 17:58:59,424 - yago11k_0.001.log - [INFO] - [Epoch:270]: Training Loss:0.001122 + +2023-06-12 17:58:59,645 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 17:59:11,955 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 17:59:24,091 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.40651, Head : 0.23192, Avg : 0.31921 + +2023-06-12 17:59:24,091 - yago11k_0.001.log - [INFO] - [Epoch 270]: Training Loss: 0.0011218, Valid MRR: 0.32365, + + + +2023-06-12 17:59:24,740 - yago11k_0.001.log - [INFO] - [E:271| 0]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:00:29,054 - yago11k_0.001.log - [INFO] - [E:271| 100]: Train Loss:0.0011236, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:01:33,368 - yago11k_0.001.log - [INFO] - [E:271| 200]: Train Loss:0.001123, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:02:37,723 - yago11k_0.001.log - [INFO] - [E:271| 300]: Train Loss:0.0011221, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:03:42,026 - yago11k_0.001.log - [INFO] - [E:271| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:04:46,281 - yago11k_0.001.log - [INFO] - [E:271| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:05:50,042 - yago11k_0.001.log - [INFO] - [E:271| 600]: Train Loss:0.0011217, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:05:50,042 - yago11k_0.001.log - [INFO] - [Epoch:271]: Training Loss:0.001122 + +2023-06-12 18:05:50,262 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 18:06:02,553 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 18:06:14,687 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.4096, Head : 0.23059, Avg : 0.32009 + +2023-06-12 18:06:14,687 - yago11k_0.001.log - [INFO] - [Epoch 271]: Training Loss: 0.0011217, Valid MRR: 0.32365, + + + +2023-06-12 18:06:15,334 - yago11k_0.001.log - [INFO] - [E:272| 0]: Train Loss:0.001131, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:07:19,601 - yago11k_0.001.log - [INFO] - [E:272| 100]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:08:23,853 - yago11k_0.001.log - [INFO] - [E:272| 200]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:09:28,148 - yago11k_0.001.log - [INFO] - [E:272| 300]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:10:32,481 - yago11k_0.001.log - [INFO] - [E:272| 400]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:11:36,688 - yago11k_0.001.log - [INFO] - [E:272| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:12:40,459 - yago11k_0.001.log - [INFO] - [E:272| 600]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:12:40,460 - yago11k_0.001.log - [INFO] - [Epoch:272]: Training Loss:0.001121 + +2023-06-12 18:12:40,679 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 18:12:53,054 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 18:13:05,194 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.41193, Head : 0.23153, Avg : 0.32173 + +2023-06-12 18:13:05,194 - yago11k_0.001.log - [INFO] - [Epoch 272]: Training Loss: 0.0011211, Valid MRR: 0.32365, + + + +2023-06-12 18:13:05,843 - yago11k_0.001.log - [INFO] - [E:273| 0]: Train Loss:0.0011096, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:14:10,077 - yago11k_0.001.log - [INFO] - [E:273| 100]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:15:14,358 - yago11k_0.001.log - [INFO] - [E:273| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:16:18,532 - yago11k_0.001.log - [INFO] - [E:273| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:17:22,744 - yago11k_0.001.log - [INFO] - [E:273| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:18:26,931 - yago11k_0.001.log - [INFO] - [E:273| 500]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:19:30,835 - yago11k_0.001.log - [INFO] - [E:273| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:19:30,836 - yago11k_0.001.log - [INFO] - [Epoch:273]: Training Loss:0.001121 + +2023-06-12 18:19:31,056 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 18:19:43,347 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 18:19:55,471 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.40589, Head : 0.23102, Avg : 0.31846 + +2023-06-12 18:19:55,471 - yago11k_0.001.log - [INFO] - [Epoch 273]: Training Loss: 0.0011212, Valid MRR: 0.32365, + + + +2023-06-12 18:19:56,122 - yago11k_0.001.log - [INFO] - [E:274| 0]: Train Loss:0.0012068, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:21:00,319 - yago11k_0.001.log - [INFO] - [E:274| 100]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:22:04,597 - yago11k_0.001.log - [INFO] - [E:274| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:23:08,772 - yago11k_0.001.log - [INFO] - [E:274| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:24:13,013 - yago11k_0.001.log - [INFO] - [E:274| 400]: Train Loss:0.001121, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:25:17,195 - yago11k_0.001.log - [INFO] - [E:274| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:26:21,027 - yago11k_0.001.log - [INFO] - [E:274| 600]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:26:21,027 - yago11k_0.001.log - [INFO] - [Epoch:274]: Training Loss:0.001121 + +2023-06-12 18:26:21,247 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 18:26:33,551 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 18:26:45,692 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.40513, Head : 0.23149, Avg : 0.31831 + +2023-06-12 18:26:45,693 - yago11k_0.001.log - [INFO] - [Epoch 274]: Training Loss: 0.0011209, Valid MRR: 0.32365, + + + +2023-06-12 18:26:46,341 - yago11k_0.001.log - [INFO] - [E:275| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:27:50,656 - yago11k_0.001.log - [INFO] - [E:275| 100]: Train Loss:0.0011199, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:28:54,863 - yago11k_0.001.log - [INFO] - [E:275| 200]: Train Loss:0.0011195, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:29:59,092 - yago11k_0.001.log - [INFO] - [E:275| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:31:03,285 - yago11k_0.001.log - [INFO] - [E:275| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:32:07,524 - yago11k_0.001.log - [INFO] - [E:275| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:33:11,271 - yago11k_0.001.log - [INFO] - [E:275| 600]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:33:11,271 - yago11k_0.001.log - [INFO] - [Epoch:275]: Training Loss:0.001121 + +2023-06-12 18:33:11,492 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 18:33:23,803 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 18:33:35,933 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.40892, Head : 0.23216, Avg : 0.32054 + +2023-06-12 18:33:35,933 - yago11k_0.001.log - [INFO] - [Epoch 275]: Training Loss: 0.0011208, Valid MRR: 0.32365, + + + +2023-06-12 18:33:36,581 - yago11k_0.001.log - [INFO] - [E:276| 0]: Train Loss:0.0011079, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:34:40,852 - yago11k_0.001.log - [INFO] - [E:276| 100]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:35:45,014 - yago11k_0.001.log - [INFO] - [E:276| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:36:49,305 - yago11k_0.001.log - [INFO] - [E:276| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:37:53,583 - yago11k_0.001.log - [INFO] - [E:276| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:38:57,908 - yago11k_0.001.log - [INFO] - [E:276| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:40:01,643 - yago11k_0.001.log - [INFO] - [E:276| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:40:01,643 - yago11k_0.001.log - [INFO] - [Epoch:276]: Training Loss:0.001121 + +2023-06-12 18:40:01,863 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 18:40:14,168 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 18:40:26,360 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.40725, Head : 0.23163, Avg : 0.31944 + +2023-06-12 18:40:26,360 - yago11k_0.001.log - [INFO] - [Epoch 276]: Training Loss: 0.0011212, Valid MRR: 0.32365, + + + +2023-06-12 18:40:27,008 - yago11k_0.001.log - [INFO] - [E:277| 0]: Train Loss:0.0011027, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:41:31,198 - yago11k_0.001.log - [INFO] - [E:277| 100]: Train Loss:0.0011235, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:42:35,392 - yago11k_0.001.log - [INFO] - [E:277| 200]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:43:39,705 - yago11k_0.001.log - [INFO] - [E:277| 300]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:44:43,891 - yago11k_0.001.log - [INFO] - [E:277| 400]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:45:48,198 - yago11k_0.001.log - [INFO] - [E:277| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:46:52,135 - yago11k_0.001.log - [INFO] - [E:277| 600]: Train Loss:0.001121, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:46:52,135 - yago11k_0.001.log - [INFO] - [Epoch:277]: Training Loss:0.001121 + +2023-06-12 18:46:52,363 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 18:47:04,683 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 18:47:16,808 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.40937, Head : 0.23364, Avg : 0.3215 + +2023-06-12 18:47:16,808 - yago11k_0.001.log - [INFO] - [Epoch 277]: Training Loss: 0.001121, Valid MRR: 0.32365, + + + +2023-06-12 18:47:17,454 - yago11k_0.001.log - [INFO] - [E:278| 0]: Train Loss:0.0011253, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:48:21,634 - yago11k_0.001.log - [INFO] - [E:278| 100]: Train Loss:0.0011195, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:49:25,979 - yago11k_0.001.log - [INFO] - [E:278| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:50:30,112 - yago11k_0.001.log - [INFO] - [E:278| 300]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:51:34,414 - yago11k_0.001.log - [INFO] - [E:278| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:52:38,707 - yago11k_0.001.log - [INFO] - [E:278| 500]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:53:42,510 - yago11k_0.001.log - [INFO] - [E:278| 600]: Train Loss:0.0011203, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:53:42,510 - yago11k_0.001.log - [INFO] - [Epoch:278]: Training Loss:0.00112 + +2023-06-12 18:53:42,729 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 18:53:55,018 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 18:54:07,140 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.40757, Head : 0.23328, Avg : 0.32043 + +2023-06-12 18:54:07,140 - yago11k_0.001.log - [INFO] - [Epoch 278]: Training Loss: 0.0011203, Valid MRR: 0.32365, + + + +2023-06-12 18:54:07,789 - yago11k_0.001.log - [INFO] - [E:279| 0]: Train Loss:0.00111, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:55:11,924 - yago11k_0.001.log - [INFO] - [E:279| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:56:16,121 - yago11k_0.001.log - [INFO] - [E:279| 200]: Train Loss:0.0011188, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:57:20,369 - yago11k_0.001.log - [INFO] - [E:279| 300]: Train Loss:0.0011202, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:58:24,705 - yago11k_0.001.log - [INFO] - [E:279| 400]: Train Loss:0.0011207, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 18:59:28,915 - yago11k_0.001.log - [INFO] - [E:279| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:00:32,696 - yago11k_0.001.log - [INFO] - [E:279| 600]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:00:32,696 - yago11k_0.001.log - [INFO] - [Epoch:279]: Training Loss:0.00112 + +2023-06-12 19:00:32,915 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 19:00:45,218 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 19:00:57,350 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.41166, Head : 0.23372, Avg : 0.32269 + MR: Tail : 567.44, Head : 944.83, Avg : 756.13 + Hit-1: Tail : 0.3262, Head : 0.19269, Avg : 0.25945 + Hit-3: Tail : 0.45068, Head : 0.23062, Avg : 0.34065 + Hit-10: Tail : 0.57752, Head : 0.31273, Avg : 0.44512 +2023-06-12 19:00:57,350 - yago11k_0.001.log - [INFO] - [Epoch 279]: Training Loss: 0.0011205, Valid MRR: 0.32365, + + + +2023-06-12 19:00:57,999 - yago11k_0.001.log - [INFO] - [E:280| 0]: Train Loss:0.0011239, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:02:02,226 - yago11k_0.001.log - [INFO] - [E:280| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:03:06,442 - yago11k_0.001.log - [INFO] - [E:280| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:04:10,753 - yago11k_0.001.log - [INFO] - [E:280| 300]: Train Loss:0.0011199, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:05:14,946 - yago11k_0.001.log - [INFO] - [E:280| 400]: Train Loss:0.0011201, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:06:19,293 - yago11k_0.001.log - [INFO] - [E:280| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:07:23,132 - yago11k_0.001.log - [INFO] - [E:280| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:07:23,132 - yago11k_0.001.log - [INFO] - [Epoch:280]: Training Loss:0.00112 + +2023-06-12 19:07:23,351 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 19:07:35,650 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 19:07:47,772 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.40967, Head : 0.23282, Avg : 0.32124 + +2023-06-12 19:07:47,773 - yago11k_0.001.log - [INFO] - [Epoch 280]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-06-12 19:07:48,419 - yago11k_0.001.log - [INFO] - [E:281| 0]: Train Loss:0.0011276, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:08:52,769 - yago11k_0.001.log - [INFO] - [E:281| 100]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:09:57,084 - yago11k_0.001.log - [INFO] - [E:281| 200]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:11:01,468 - yago11k_0.001.log - [INFO] - [E:281| 300]: Train Loss:0.0011193, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:12:05,783 - yago11k_0.001.log - [INFO] - [E:281| 400]: Train Loss:0.0011199, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:13:10,302 - yago11k_0.001.log - [INFO] - [E:281| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:14:14,220 - yago11k_0.001.log - [INFO] - [E:281| 600]: Train Loss:0.0011201, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:14:14,221 - yago11k_0.001.log - [INFO] - [Epoch:281]: Training Loss:0.00112 + +2023-06-12 19:14:14,441 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 19:14:26,794 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 19:14:39,000 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.40517, Head : 0.23246, Avg : 0.31882 + +2023-06-12 19:14:39,000 - yago11k_0.001.log - [INFO] - [Epoch 281]: Training Loss: 0.0011201, Valid MRR: 0.32365, + + + +2023-06-12 19:14:39,648 - yago11k_0.001.log - [INFO] - [E:282| 0]: Train Loss:0.0011626, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:15:44,002 - yago11k_0.001.log - [INFO] - [E:282| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:16:48,544 - yago11k_0.001.log - [INFO] - [E:282| 200]: Train Loss:0.0011177, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:17:53,000 - yago11k_0.001.log - [INFO] - [E:282| 300]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:18:57,571 - yago11k_0.001.log - [INFO] - [E:282| 400]: Train Loss:0.0011191, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:20:02,030 - yago11k_0.001.log - [INFO] - [E:282| 500]: Train Loss:0.00112, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:21:06,200 - yago11k_0.001.log - [INFO] - [E:282| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:21:06,201 - yago11k_0.001.log - [INFO] - [Epoch:282]: Training Loss:0.00112 + +2023-06-12 19:21:06,421 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 19:21:18,792 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 19:21:31,006 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.40382, Head : 0.2326, Avg : 0.31821 + +2023-06-12 19:21:31,007 - yago11k_0.001.log - [INFO] - [Epoch 282]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-06-12 19:21:31,659 - yago11k_0.001.log - [INFO] - [E:283| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:22:36,228 - yago11k_0.001.log - [INFO] - [E:283| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:23:40,862 - yago11k_0.001.log - [INFO] - [E:283| 200]: Train Loss:0.0011207, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:24:45,510 - yago11k_0.001.log - [INFO] - [E:283| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:25:50,283 - yago11k_0.001.log - [INFO] - [E:283| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:26:54,989 - yago11k_0.001.log - [INFO] - [E:283| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:27:59,373 - yago11k_0.001.log - [INFO] - [E:283| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:27:59,373 - yago11k_0.001.log - [INFO] - [Epoch:283]: Training Loss:0.00112 + +2023-06-12 19:27:59,594 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 19:28:12,003 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 19:28:24,243 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.40663, Head : 0.2335, Avg : 0.32007 + +2023-06-12 19:28:24,243 - yago11k_0.001.log - [INFO] - [Epoch 283]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-06-12 19:28:24,896 - yago11k_0.001.log - [INFO] - [E:284| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:29:29,741 - yago11k_0.001.log - [INFO] - [E:284| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:30:34,576 - yago11k_0.001.log - [INFO] - [E:284| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:31:39,516 - yago11k_0.001.log - [INFO] - [E:284| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:32:44,380 - yago11k_0.001.log - [INFO] - [E:284| 400]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:33:49,262 - yago11k_0.001.log - [INFO] - [E:284| 500]: Train Loss:0.0011189, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:34:53,713 - yago11k_0.001.log - [INFO] - [E:284| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:34:53,713 - yago11k_0.001.log - [INFO] - [Epoch:284]: Training Loss:0.001119 + +2023-06-12 19:34:53,934 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 19:35:06,368 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 19:35:18,627 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.41157, Head : 0.23216, Avg : 0.32187 + +2023-06-12 19:35:18,627 - yago11k_0.001.log - [INFO] - [Epoch 284]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-06-12 19:35:19,283 - yago11k_0.001.log - [INFO] - [E:285| 0]: Train Loss:0.0011226, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:36:24,211 - yago11k_0.001.log - [INFO] - [E:285| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:37:29,036 - yago11k_0.001.log - [INFO] - [E:285| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:38:33,996 - yago11k_0.001.log - [INFO] - [E:285| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:39:38,861 - yago11k_0.001.log - [INFO] - [E:285| 400]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:40:43,698 - yago11k_0.001.log - [INFO] - [E:285| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:41:48,107 - yago11k_0.001.log - [INFO] - [E:285| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:41:48,107 - yago11k_0.001.log - [INFO] - [Epoch:285]: Training Loss:0.001119 + +2023-06-12 19:41:48,328 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 19:42:00,725 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 19:42:12,985 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.40734, Head : 0.233, Avg : 0.32017 + +2023-06-12 19:42:12,985 - yago11k_0.001.log - [INFO] - [Epoch 285]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-06-12 19:42:13,640 - yago11k_0.001.log - [INFO] - [E:286| 0]: Train Loss:0.0011632, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:43:18,408 - yago11k_0.001.log - [INFO] - [E:286| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:44:23,231 - yago11k_0.001.log - [INFO] - [E:286| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:45:27,992 - yago11k_0.001.log - [INFO] - [E:286| 300]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:46:32,713 - yago11k_0.001.log - [INFO] - [E:286| 400]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:47:37,463 - yago11k_0.001.log - [INFO] - [E:286| 500]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:48:41,711 - yago11k_0.001.log - [INFO] - [E:286| 600]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:48:41,711 - yago11k_0.001.log - [INFO] - [Epoch:286]: Training Loss:0.00112 + +2023-06-12 19:48:41,934 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 19:48:54,363 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 19:49:06,585 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.41439, Head : 0.23161, Avg : 0.323 + +2023-06-12 19:49:06,585 - yago11k_0.001.log - [INFO] - [Epoch 286]: Training Loss: 0.0011197, Valid MRR: 0.32365, + + + +2023-06-12 19:49:07,237 - yago11k_0.001.log - [INFO] - [E:287| 0]: Train Loss:0.0011281, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:50:11,918 - yago11k_0.001.log - [INFO] - [E:287| 100]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:51:16,722 - yago11k_0.001.log - [INFO] - [E:287| 200]: Train Loss:0.0011178, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:52:21,398 - yago11k_0.001.log - [INFO] - [E:287| 300]: Train Loss:0.0011179, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:53:26,162 - yago11k_0.001.log - [INFO] - [E:287| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:54:30,861 - yago11k_0.001.log - [INFO] - [E:287| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:55:35,188 - yago11k_0.001.log - [INFO] - [E:287| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:55:35,188 - yago11k_0.001.log - [INFO] - [Epoch:287]: Training Loss:0.001119 + +2023-06-12 19:55:35,408 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 19:55:47,799 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 19:56:00,023 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.40807, Head : 0.23082, Avg : 0.31945 + +2023-06-12 19:56:00,023 - yago11k_0.001.log - [INFO] - [Epoch 287]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-06-12 19:56:00,676 - yago11k_0.001.log - [INFO] - [E:288| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:57:05,385 - yago11k_0.001.log - [INFO] - [E:288| 100]: Train Loss:0.0011188, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:58:10,081 - yago11k_0.001.log - [INFO] - [E:288| 200]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 19:59:14,733 - yago11k_0.001.log - [INFO] - [E:288| 300]: Train Loss:0.0011207, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:00:19,399 - yago11k_0.001.log - [INFO] - [E:288| 400]: Train Loss:0.0011202, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:01:24,062 - yago11k_0.001.log - [INFO] - [E:288| 500]: Train Loss:0.0011196, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:02:28,297 - yago11k_0.001.log - [INFO] - [E:288| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:02:28,297 - yago11k_0.001.log - [INFO] - [Epoch:288]: Training Loss:0.001119 + +2023-06-12 20:02:28,518 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 20:02:40,895 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 20:02:53,115 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.40734, Head : 0.23155, Avg : 0.31945 + +2023-06-12 20:02:53,115 - yago11k_0.001.log - [INFO] - [Epoch 288]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-06-12 20:02:53,767 - yago11k_0.001.log - [INFO] - [E:289| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:03:58,525 - yago11k_0.001.log - [INFO] - [E:289| 100]: Train Loss:0.001117, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:05:03,142 - yago11k_0.001.log - [INFO] - [E:289| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:06:07,791 - yago11k_0.001.log - [INFO] - [E:289| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:07:12,473 - yago11k_0.001.log - [INFO] - [E:289| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:08:17,236 - yago11k_0.001.log - [INFO] - [E:289| 500]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:09:21,431 - yago11k_0.001.log - [INFO] - [E:289| 600]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:09:21,431 - yago11k_0.001.log - [INFO] - [Epoch:289]: Training Loss:0.001119 + +2023-06-12 20:09:21,652 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 20:09:34,031 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 20:09:46,242 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.4093, Head : 0.23269, Avg : 0.321 + MR: Tail : 602.83, Head : 942.62, Avg : 772.73 + Hit-1: Tail : 0.32731, Head : 0.19061, Avg : 0.25896 + Hit-3: Tail : 0.44457, Head : 0.22992, Avg : 0.33725 + Hit-10: Tail : 0.57294, Head : 0.31467, Avg : 0.4438 +2023-06-12 20:09:46,242 - yago11k_0.001.log - [INFO] - [Epoch 289]: Training Loss: 0.0011187, Valid MRR: 0.32365, + + + +2023-06-12 20:09:46,896 - yago11k_0.001.log - [INFO] - [E:290| 0]: Train Loss:0.0011083, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:10:51,608 - yago11k_0.001.log - [INFO] - [E:290| 100]: Train Loss:0.0011179, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:11:56,239 - yago11k_0.001.log - [INFO] - [E:290| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:13:00,848 - yago11k_0.001.log - [INFO] - [E:290| 300]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:14:05,386 - yago11k_0.001.log - [INFO] - [E:290| 400]: Train Loss:0.0011189, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:15:10,082 - yago11k_0.001.log - [INFO] - [E:290| 500]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:16:14,311 - yago11k_0.001.log - [INFO] - [E:290| 600]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:16:14,312 - yago11k_0.001.log - [INFO] - [Epoch:290]: Training Loss:0.001118 + +2023-06-12 20:16:14,532 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 20:16:26,923 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 20:16:39,149 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.40525, Head : 0.23373, Avg : 0.31949 + +2023-06-12 20:16:39,149 - yago11k_0.001.log - [INFO] - [Epoch 290]: Training Loss: 0.0011184, Valid MRR: 0.32365, + + + +2023-06-12 20:16:39,812 - yago11k_0.001.log - [INFO] - [E:291| 0]: Train Loss:0.0011285, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:17:44,517 - yago11k_0.001.log - [INFO] - [E:291| 100]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:18:49,284 - yago11k_0.001.log - [INFO] - [E:291| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:19:53,899 - yago11k_0.001.log - [INFO] - [E:291| 300]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:20:58,576 - yago11k_0.001.log - [INFO] - [E:291| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:22:03,242 - yago11k_0.001.log - [INFO] - [E:291| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:23:07,439 - yago11k_0.001.log - [INFO] - [E:291| 600]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:23:07,439 - yago11k_0.001.log - [INFO] - [Epoch:291]: Training Loss:0.001119 + +2023-06-12 20:23:07,660 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 20:23:20,089 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 20:23:32,295 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.40707, Head : 0.23299, Avg : 0.32003 + +2023-06-12 20:23:32,295 - yago11k_0.001.log - [INFO] - [Epoch 291]: Training Loss: 0.0011186, Valid MRR: 0.32365, + + + +2023-06-12 20:23:32,947 - yago11k_0.001.log - [INFO] - [E:292| 0]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:24:37,507 - yago11k_0.001.log - [INFO] - [E:292| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:25:42,129 - yago11k_0.001.log - [INFO] - [E:292| 200]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:26:46,717 - yago11k_0.001.log - [INFO] - [E:292| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:27:51,339 - yago11k_0.001.log - [INFO] - [E:292| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:28:55,836 - yago11k_0.001.log - [INFO] - [E:292| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:30:00,025 - yago11k_0.001.log - [INFO] - [E:292| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:30:00,026 - yago11k_0.001.log - [INFO] - [Epoch:292]: Training Loss:0.001118 + +2023-06-12 20:30:00,247 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 20:30:12,605 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 20:30:24,792 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.40597, Head : 0.23299, Avg : 0.31948 + +2023-06-12 20:30:24,792 - yago11k_0.001.log - [INFO] - [Epoch 292]: Training Loss: 0.0011183, Valid MRR: 0.32365, + + + +2023-06-12 20:30:25,443 - yago11k_0.001.log - [INFO] - [E:293| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:31:30,073 - yago11k_0.001.log - [INFO] - [E:293| 100]: Train Loss:0.0011189, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:32:34,672 - yago11k_0.001.log - [INFO] - [E:293| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:33:39,191 - yago11k_0.001.log - [INFO] - [E:293| 300]: Train Loss:0.001118, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:34:43,904 - yago11k_0.001.log - [INFO] - [E:293| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:35:48,531 - yago11k_0.001.log - [INFO] - [E:293| 500]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:36:52,868 - yago11k_0.001.log - [INFO] - [E:293| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:36:52,868 - yago11k_0.001.log - [INFO] - [Epoch:293]: Training Loss:0.001118 + +2023-06-12 20:36:53,089 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 20:37:05,470 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 20:37:17,690 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.40967, Head : 0.23281, Avg : 0.32124 + +2023-06-12 20:37:17,691 - yago11k_0.001.log - [INFO] - [Epoch 293]: Training Loss: 0.0011183, Valid MRR: 0.32365, + + + +2023-06-12 20:37:18,342 - yago11k_0.001.log - [INFO] - [E:294| 0]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:38:22,999 - yago11k_0.001.log - [INFO] - [E:294| 100]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:39:27,647 - yago11k_0.001.log - [INFO] - [E:294| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:40:32,329 - yago11k_0.001.log - [INFO] - [E:294| 300]: Train Loss:0.0011178, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:41:36,945 - yago11k_0.001.log - [INFO] - [E:294| 400]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:42:41,646 - yago11k_0.001.log - [INFO] - [E:294| 500]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:43:45,868 - yago11k_0.001.log - [INFO] - [E:294| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:43:45,868 - yago11k_0.001.log - [INFO] - [Epoch:294]: Training Loss:0.001118 + +2023-06-12 20:43:46,090 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 20:43:58,464 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 20:44:10,662 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.40794, Head : 0.23421, Avg : 0.32108 + +2023-06-12 20:44:10,662 - yago11k_0.001.log - [INFO] - [Epoch 294]: Training Loss: 0.001118, Valid MRR: 0.32365, + + + +2023-06-12 20:44:11,313 - yago11k_0.001.log - [INFO] - [E:295| 0]: Train Loss:0.0010951, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:45:16,010 - yago11k_0.001.log - [INFO] - [E:295| 100]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:46:20,641 - yago11k_0.001.log - [INFO] - [E:295| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:47:25,329 - yago11k_0.001.log - [INFO] - [E:295| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:48:29,931 - yago11k_0.001.log - [INFO] - [E:295| 400]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:49:34,598 - yago11k_0.001.log - [INFO] - [E:295| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:50:38,773 - yago11k_0.001.log - [INFO] - [E:295| 600]: Train Loss:0.0011177, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:50:38,774 - yago11k_0.001.log - [INFO] - [Epoch:295]: Training Loss:0.001118 + +2023-06-12 20:50:38,994 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 20:50:51,376 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 20:51:03,663 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.41247, Head : 0.23445, Avg : 0.32346 + +2023-06-12 20:51:03,663 - yago11k_0.001.log - [INFO] - [Epoch 295]: Training Loss: 0.0011177, Valid MRR: 0.32365, + + + +2023-06-12 20:51:04,329 - yago11k_0.001.log - [INFO] - [E:296| 0]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:52:08,844 - yago11k_0.001.log - [INFO] - [E:296| 100]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:53:13,576 - yago11k_0.001.log - [INFO] - [E:296| 200]: Train Loss:0.0011168, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:54:18,096 - yago11k_0.001.log - [INFO] - [E:296| 300]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:55:22,688 - yago11k_0.001.log - [INFO] - [E:296| 400]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:56:27,305 - yago11k_0.001.log - [INFO] - [E:296| 500]: Train Loss:0.0011179, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:57:31,582 - yago11k_0.001.log - [INFO] - [E:296| 600]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:57:31,583 - yago11k_0.001.log - [INFO] - [Epoch:296]: Training Loss:0.001118 + +2023-06-12 20:57:31,803 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 20:57:44,195 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 20:57:56,411 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.41036, Head : 0.2343, Avg : 0.32233 + +2023-06-12 20:57:56,411 - yago11k_0.001.log - [INFO] - [Epoch 296]: Training Loss: 0.0011176, Valid MRR: 0.32365, + + + +2023-06-12 20:57:57,064 - yago11k_0.001.log - [INFO] - [E:297| 0]: Train Loss:0.0011215, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 20:59:01,642 - yago11k_0.001.log - [INFO] - [E:297| 100]: Train Loss:0.001119, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:00:06,332 - yago11k_0.001.log - [INFO] - [E:297| 200]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:01:10,981 - yago11k_0.001.log - [INFO] - [E:297| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:02:15,680 - yago11k_0.001.log - [INFO] - [E:297| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:03:20,326 - yago11k_0.001.log - [INFO] - [E:297| 500]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:04:24,526 - yago11k_0.001.log - [INFO] - [E:297| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:04:24,526 - yago11k_0.001.log - [INFO] - [Epoch:297]: Training Loss:0.001118 + +2023-06-12 21:04:24,746 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 21:04:37,137 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 21:04:49,339 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.40825, Head : 0.23418, Avg : 0.32121 + +2023-06-12 21:04:49,340 - yago11k_0.001.log - [INFO] - [Epoch 297]: Training Loss: 0.001118, Valid MRR: 0.32365, + + + +2023-06-12 21:04:49,991 - yago11k_0.001.log - [INFO] - [E:298| 0]: Train Loss:0.0010971, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:05:54,718 - yago11k_0.001.log - [INFO] - [E:298| 100]: Train Loss:0.0011164, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:06:59,282 - yago11k_0.001.log - [INFO] - [E:298| 200]: Train Loss:0.001117, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:08:03,835 - yago11k_0.001.log - [INFO] - [E:298| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:09:08,486 - yago11k_0.001.log - [INFO] - [E:298| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:10:13,156 - yago11k_0.001.log - [INFO] - [E:298| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:11:17,348 - yago11k_0.001.log - [INFO] - [E:298| 600]: Train Loss:0.001117, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:11:17,349 - yago11k_0.001.log - [INFO] - [Epoch:298]: Training Loss:0.001117 + +2023-06-12 21:11:17,569 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 21:11:29,934 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 21:11:42,125 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.40893, Head : 0.23246, Avg : 0.3207 + +2023-06-12 21:11:42,125 - yago11k_0.001.log - [INFO] - [Epoch 298]: Training Loss: 0.001117, Valid MRR: 0.32365, + + + +2023-06-12 21:11:42,778 - yago11k_0.001.log - [INFO] - [E:299| 0]: Train Loss:0.0010968, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:12:47,376 - yago11k_0.001.log - [INFO] - [E:299| 100]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:13:51,935 - yago11k_0.001.log - [INFO] - [E:299| 200]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:14:56,595 - yago11k_0.001.log - [INFO] - [E:299| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:16:01,155 - yago11k_0.001.log - [INFO] - [E:299| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:17:05,777 - yago11k_0.001.log - [INFO] - [E:299| 500]: Train Loss:0.0011171, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:18:09,946 - yago11k_0.001.log - [INFO] - [E:299| 600]: Train Loss:0.0011174, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:18:09,946 - yago11k_0.001.log - [INFO] - [Epoch:299]: Training Loss:0.001117 + +2023-06-12 21:18:10,167 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 21:18:22,521 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 21:18:34,724 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.40906, Head : 0.23247, Avg : 0.32076 + MR: Tail : 594.74, Head : 969.11, Avg : 781.93 + Hit-1: Tail : 0.32495, Head : 0.1913, Avg : 0.25813 + Hit-3: Tail : 0.44651, Head : 0.22992, Avg : 0.33822 + Hit-10: Tail : 0.58099, Head : 0.31217, Avg : 0.44658 +2023-06-12 21:18:34,724 - yago11k_0.001.log - [INFO] - [Epoch 299]: Training Loss: 0.0011174, Valid MRR: 0.32365, + + + +2023-06-12 21:18:35,376 - yago11k_0.001.log - [INFO] - [E:300| 0]: Train Loss:0.001121, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:19:39,930 - yago11k_0.001.log - [INFO] - [E:300| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:20:44,451 - yago11k_0.001.log - [INFO] - [E:300| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:21:49,075 - yago11k_0.001.log - [INFO] - [E:300| 300]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:22:53,623 - yago11k_0.001.log - [INFO] - [E:300| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:23:58,252 - yago11k_0.001.log - [INFO] - [E:300| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:25:02,450 - yago11k_0.001.log - [INFO] - [E:300| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:25:02,450 - yago11k_0.001.log - [INFO] - [Epoch:300]: Training Loss:0.001117 + +2023-06-12 21:25:02,672 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 21:25:15,077 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 21:25:27,271 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.4078, Head : 0.23395, Avg : 0.32088 + +2023-06-12 21:25:27,271 - yago11k_0.001.log - [INFO] - [Epoch 300]: Training Loss: 0.0011172, Valid MRR: 0.32365, + + + +2023-06-12 21:25:27,923 - yago11k_0.001.log - [INFO] - [E:301| 0]: Train Loss:0.0010967, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:26:32,448 - yago11k_0.001.log - [INFO] - [E:301| 100]: Train Loss:0.0011148, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:27:37,036 - yago11k_0.001.log - [INFO] - [E:301| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:28:41,575 - yago11k_0.001.log - [INFO] - [E:301| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:29:46,320 - yago11k_0.001.log - [INFO] - [E:301| 400]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:30:50,939 - yago11k_0.001.log - [INFO] - [E:301| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:31:55,259 - yago11k_0.001.log - [INFO] - [E:301| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:31:55,260 - yago11k_0.001.log - [INFO] - [Epoch:301]: Training Loss:0.001117 + +2023-06-12 21:31:55,480 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 21:32:07,853 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 21:32:20,054 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.40991, Head : 0.23299, Avg : 0.32145 + +2023-06-12 21:32:20,054 - yago11k_0.001.log - [INFO] - [Epoch 301]: Training Loss: 0.0011169, Valid MRR: 0.32365, + + + +2023-06-12 21:32:20,706 - yago11k_0.001.log - [INFO] - [E:302| 0]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:33:25,327 - yago11k_0.001.log - [INFO] - [E:302| 100]: Train Loss:0.0011177, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:34:30,004 - yago11k_0.001.log - [INFO] - [E:302| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:35:34,519 - yago11k_0.001.log - [INFO] - [E:302| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:36:39,247 - yago11k_0.001.log - [INFO] - [E:302| 400]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:37:43,903 - yago11k_0.001.log - [INFO] - [E:302| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:38:48,053 - yago11k_0.001.log - [INFO] - [E:302| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:38:48,053 - yago11k_0.001.log - [INFO] - [Epoch:302]: Training Loss:0.001117 + +2023-06-12 21:38:48,274 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 21:39:00,636 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 21:39:12,845 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.40947, Head : 0.23149, Avg : 0.32048 + +2023-06-12 21:39:12,846 - yago11k_0.001.log - [INFO] - [Epoch 302]: Training Loss: 0.0011172, Valid MRR: 0.32365, + + + +2023-06-12 21:39:13,498 - yago11k_0.001.log - [INFO] - [E:303| 0]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:40:18,142 - yago11k_0.001.log - [INFO] - [E:303| 100]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:41:22,686 - yago11k_0.001.log - [INFO] - [E:303| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:42:27,289 - yago11k_0.001.log - [INFO] - [E:303| 300]: Train Loss:0.001117, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:43:31,797 - yago11k_0.001.log - [INFO] - [E:303| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:44:36,398 - yago11k_0.001.log - [INFO] - [E:303| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:45:40,539 - yago11k_0.001.log - [INFO] - [E:303| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:45:40,539 - yago11k_0.001.log - [INFO] - [Epoch:303]: Training Loss:0.001117 + +2023-06-12 21:45:40,759 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 21:45:53,145 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 21:46:05,343 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.41116, Head : 0.23309, Avg : 0.32213 + +2023-06-12 21:46:05,343 - yago11k_0.001.log - [INFO] - [Epoch 303]: Training Loss: 0.0011169, Valid MRR: 0.32365, + + + +2023-06-12 21:46:05,994 - yago11k_0.001.log - [INFO] - [E:304| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:47:10,613 - yago11k_0.001.log - [INFO] - [E:304| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:48:15,133 - yago11k_0.001.log - [INFO] - [E:304| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:49:19,709 - yago11k_0.001.log - [INFO] - [E:304| 300]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:50:24,302 - yago11k_0.001.log - [INFO] - [E:304| 400]: Train Loss:0.0011164, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:51:28,972 - yago11k_0.001.log - [INFO] - [E:304| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:52:33,083 - yago11k_0.001.log - [INFO] - [E:304| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:52:33,083 - yago11k_0.001.log - [INFO] - [Epoch:304]: Training Loss:0.001116 + +2023-06-12 21:52:33,304 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 21:52:45,732 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 21:52:58,001 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.41044, Head : 0.23417, Avg : 0.32231 + +2023-06-12 21:52:58,001 - yago11k_0.001.log - [INFO] - [Epoch 304]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-06-12 21:52:58,653 - yago11k_0.001.log - [INFO] - [E:305| 0]: Train Loss:0.0010869, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:54:03,242 - yago11k_0.001.log - [INFO] - [E:305| 100]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:55:07,904 - yago11k_0.001.log - [INFO] - [E:305| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:56:12,512 - yago11k_0.001.log - [INFO] - [E:305| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:57:17,221 - yago11k_0.001.log - [INFO] - [E:305| 400]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:58:21,830 - yago11k_0.001.log - [INFO] - [E:305| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:59:26,005 - yago11k_0.001.log - [INFO] - [E:305| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 21:59:26,005 - yago11k_0.001.log - [INFO] - [Epoch:305]: Training Loss:0.001116 + +2023-06-12 21:59:26,226 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 21:59:38,606 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 21:59:50,803 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.41041, Head : 0.23359, Avg : 0.322 + +2023-06-12 21:59:50,803 - yago11k_0.001.log - [INFO] - [Epoch 305]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-06-12 21:59:51,455 - yago11k_0.001.log - [INFO] - [E:306| 0]: Train Loss:0.0011121, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:00:55,941 - yago11k_0.001.log - [INFO] - [E:306| 100]: Train Loss:0.0011155, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:02:00,663 - yago11k_0.001.log - [INFO] - [E:306| 200]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:03:05,255 - yago11k_0.001.log - [INFO] - [E:306| 300]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:04:09,961 - yago11k_0.001.log - [INFO] - [E:306| 400]: Train Loss:0.0011165, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:05:14,558 - yago11k_0.001.log - [INFO] - [E:306| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:06:18,808 - yago11k_0.001.log - [INFO] - [E:306| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:06:18,809 - yago11k_0.001.log - [INFO] - [Epoch:306]: Training Loss:0.001116 + +2023-06-12 22:06:19,029 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 22:06:31,398 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 22:06:43,595 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.40855, Head : 0.23352, Avg : 0.32103 + +2023-06-12 22:06:43,595 - yago11k_0.001.log - [INFO] - [Epoch 306]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-06-12 22:06:44,246 - yago11k_0.001.log - [INFO] - [E:307| 0]: Train Loss:0.0011195, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:07:48,838 - yago11k_0.001.log - [INFO] - [E:307| 100]: Train Loss:0.001114, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:08:53,424 - yago11k_0.001.log - [INFO] - [E:307| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:09:57,887 - yago11k_0.001.log - [INFO] - [E:307| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:11:02,445 - yago11k_0.001.log - [INFO] - [E:307| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:12:06,948 - yago11k_0.001.log - [INFO] - [E:307| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:13:11,111 - yago11k_0.001.log - [INFO] - [E:307| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:13:11,111 - yago11k_0.001.log - [INFO] - [Epoch:307]: Training Loss:0.001116 + +2023-06-12 22:13:11,331 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 22:13:23,700 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 22:13:35,907 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.41022, Head : 0.23268, Avg : 0.32145 + +2023-06-12 22:13:35,907 - yago11k_0.001.log - [INFO] - [Epoch 307]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-06-12 22:13:36,559 - yago11k_0.001.log - [INFO] - [E:308| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:14:41,197 - yago11k_0.001.log - [INFO] - [E:308| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:15:45,847 - yago11k_0.001.log - [INFO] - [E:308| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:16:50,501 - yago11k_0.001.log - [INFO] - [E:308| 300]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:17:54,967 - yago11k_0.001.log - [INFO] - [E:308| 400]: Train Loss:0.0011162, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:18:59,593 - yago11k_0.001.log - [INFO] - [E:308| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:20:03,705 - yago11k_0.001.log - [INFO] - [E:308| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:20:03,706 - yago11k_0.001.log - [INFO] - [Epoch:308]: Training Loss:0.001116 + +2023-06-12 22:20:03,926 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 22:20:16,286 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 22:20:28,474 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.41126, Head : 0.23335, Avg : 0.3223 + +2023-06-12 22:20:28,474 - yago11k_0.001.log - [INFO] - [Epoch 308]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-06-12 22:20:29,127 - yago11k_0.001.log - [INFO] - [E:309| 0]: Train Loss:0.0011241, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:21:33,757 - yago11k_0.001.log - [INFO] - [E:309| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:22:38,244 - yago11k_0.001.log - [INFO] - [E:309| 200]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:23:42,856 - yago11k_0.001.log - [INFO] - [E:309| 300]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:24:47,469 - yago11k_0.001.log - [INFO] - [E:309| 400]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:25:52,035 - yago11k_0.001.log - [INFO] - [E:309| 500]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:26:56,097 - yago11k_0.001.log - [INFO] - [E:309| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:26:56,098 - yago11k_0.001.log - [INFO] - [Epoch:309]: Training Loss:0.001116 + +2023-06-12 22:26:56,318 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 22:27:08,719 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 22:27:21,020 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.41148, Head : 0.23144, Avg : 0.32146 + MR: Tail : 606.41, Head : 981.81, Avg : 794.11 + Hit-1: Tail : 0.32704, Head : 0.19019, Avg : 0.25861 + Hit-3: Tail : 0.44776, Head : 0.22867, Avg : 0.33822 + Hit-10: Tail : 0.57669, Head : 0.30911, Avg : 0.4429 +2023-06-12 22:27:21,020 - yago11k_0.001.log - [INFO] - [Epoch 309]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-06-12 22:27:21,671 - yago11k_0.001.log - [INFO] - [E:310| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:28:26,186 - yago11k_0.001.log - [INFO] - [E:310| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:29:30,855 - yago11k_0.001.log - [INFO] - [E:310| 200]: Train Loss:0.0011147, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:30:35,408 - yago11k_0.001.log - [INFO] - [E:310| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:31:40,024 - yago11k_0.001.log - [INFO] - [E:310| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:32:44,577 - yago11k_0.001.log - [INFO] - [E:310| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:33:48,820 - yago11k_0.001.log - [INFO] - [E:310| 600]: Train Loss:0.0011155, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:33:48,820 - yago11k_0.001.log - [INFO] - [Epoch:310]: Training Loss:0.001116 + +2023-06-12 22:33:49,041 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 22:34:01,413 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 22:34:13,593 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.41007, Head : 0.23349, Avg : 0.32178 + +2023-06-12 22:34:13,593 - yago11k_0.001.log - [INFO] - [Epoch 310]: Training Loss: 0.0011155, Valid MRR: 0.32365, + + + +2023-06-12 22:34:14,242 - yago11k_0.001.log - [INFO] - [E:311| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:35:18,773 - yago11k_0.001.log - [INFO] - [E:311| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:36:23,362 - yago11k_0.001.log - [INFO] - [E:311| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:37:27,887 - yago11k_0.001.log - [INFO] - [E:311| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:38:32,468 - yago11k_0.001.log - [INFO] - [E:311| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:39:37,003 - yago11k_0.001.log - [INFO] - [E:311| 500]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:40:41,150 - yago11k_0.001.log - [INFO] - [E:311| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:40:41,150 - yago11k_0.001.log - [INFO] - [Epoch:311]: Training Loss:0.001116 + +2023-06-12 22:40:41,370 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 22:40:53,738 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 22:41:05,928 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.40918, Head : 0.23371, Avg : 0.32144 + +2023-06-12 22:41:05,928 - yago11k_0.001.log - [INFO] - [Epoch 311]: Training Loss: 0.0011157, Valid MRR: 0.32365, + + + +2023-06-12 22:41:06,579 - yago11k_0.001.log - [INFO] - [E:312| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:42:11,106 - yago11k_0.001.log - [INFO] - [E:312| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:43:15,640 - yago11k_0.001.log - [INFO] - [E:312| 200]: Train Loss:0.0011164, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:44:20,269 - yago11k_0.001.log - [INFO] - [E:312| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:45:24,716 - yago11k_0.001.log - [INFO] - [E:312| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:46:29,181 - yago11k_0.001.log - [INFO] - [E:312| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:47:33,341 - yago11k_0.001.log - [INFO] - [E:312| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:47:33,341 - yago11k_0.001.log - [INFO] - [Epoch:312]: Training Loss:0.001116 + +2023-06-12 22:47:33,562 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 22:47:45,923 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 22:47:58,114 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.41165, Head : 0.2318, Avg : 0.32172 + +2023-06-12 22:47:58,114 - yago11k_0.001.log - [INFO] - [Epoch 312]: Training Loss: 0.0011157, Valid MRR: 0.32365, + + + +2023-06-12 22:47:58,764 - yago11k_0.001.log - [INFO] - [E:313| 0]: Train Loss:0.0011063, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:49:03,315 - yago11k_0.001.log - [INFO] - [E:313| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:50:07,797 - yago11k_0.001.log - [INFO] - [E:313| 200]: Train Loss:0.001116, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:51:12,448 - yago11k_0.001.log - [INFO] - [E:313| 300]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:52:17,012 - yago11k_0.001.log - [INFO] - [E:313| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:53:21,626 - yago11k_0.001.log - [INFO] - [E:313| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:54:25,635 - yago11k_0.001.log - [INFO] - [E:313| 600]: Train Loss:0.0011156, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:54:25,635 - yago11k_0.001.log - [INFO] - [Epoch:313]: Training Loss:0.001116 + +2023-06-12 22:54:25,856 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 22:54:38,222 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 22:54:50,400 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.41262, Head : 0.23407, Avg : 0.32334 + +2023-06-12 22:54:50,400 - yago11k_0.001.log - [INFO] - [Epoch 313]: Training Loss: 0.0011156, Valid MRR: 0.32365, + + + +2023-06-12 22:54:51,051 - yago11k_0.001.log - [INFO] - [E:314| 0]: Train Loss:0.0011078, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:55:55,625 - yago11k_0.001.log - [INFO] - [E:314| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:57:00,148 - yago11k_0.001.log - [INFO] - [E:314| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:58:04,800 - yago11k_0.001.log - [INFO] - [E:314| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 22:59:09,289 - yago11k_0.001.log - [INFO] - [E:314| 400]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:00:13,814 - yago11k_0.001.log - [INFO] - [E:314| 500]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:01:17,850 - yago11k_0.001.log - [INFO] - [E:314| 600]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:01:17,850 - yago11k_0.001.log - [INFO] - [Epoch:314]: Training Loss:0.001115 + +2023-06-12 23:01:18,071 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 23:01:30,424 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 23:01:42,666 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.41153, Head : 0.23455, Avg : 0.32304 + +2023-06-12 23:01:42,666 - yago11k_0.001.log - [INFO] - [Epoch 314]: Training Loss: 0.0011154, Valid MRR: 0.32365, + + + +2023-06-12 23:01:43,317 - yago11k_0.001.log - [INFO] - [E:315| 0]: Train Loss:0.0011061, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:02:47,831 - yago11k_0.001.log - [INFO] - [E:315| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:03:52,350 - yago11k_0.001.log - [INFO] - [E:315| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:04:56,903 - yago11k_0.001.log - [INFO] - [E:315| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:06:01,498 - yago11k_0.001.log - [INFO] - [E:315| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:07:06,017 - yago11k_0.001.log - [INFO] - [E:315| 500]: Train Loss:0.001115, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:08:10,249 - yago11k_0.001.log - [INFO] - [E:315| 600]: Train Loss:0.0011148, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:08:10,249 - yago11k_0.001.log - [INFO] - [Epoch:315]: Training Loss:0.001115 + +2023-06-12 23:08:10,468 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 23:08:22,826 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 23:08:35,023 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.41078, Head : 0.23266, Avg : 0.32172 + +2023-06-12 23:08:35,023 - yago11k_0.001.log - [INFO] - [Epoch 315]: Training Loss: 0.0011148, Valid MRR: 0.32365, + + + +2023-06-12 23:08:35,673 - yago11k_0.001.log - [INFO] - [E:316| 0]: Train Loss:0.0011057, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:09:40,094 - yago11k_0.001.log - [INFO] - [E:316| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:10:44,594 - yago11k_0.001.log - [INFO] - [E:316| 200]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:11:49,078 - yago11k_0.001.log - [INFO] - [E:316| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:12:53,660 - yago11k_0.001.log - [INFO] - [E:316| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:13:58,187 - yago11k_0.001.log - [INFO] - [E:316| 500]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:15:02,303 - yago11k_0.001.log - [INFO] - [E:316| 600]: Train Loss:0.001115, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:15:02,303 - yago11k_0.001.log - [INFO] - [Epoch:316]: Training Loss:0.001115 + +2023-06-12 23:15:02,523 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 23:15:14,885 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 23:15:27,083 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.41337, Head : 0.23383, Avg : 0.3236 + +2023-06-12 23:15:27,084 - yago11k_0.001.log - [INFO] - [Epoch 316]: Training Loss: 0.001115, Valid MRR: 0.32365, + + + +2023-06-12 23:15:27,733 - yago11k_0.001.log - [INFO] - [E:317| 0]: Train Loss:0.0010979, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:16:32,306 - yago11k_0.001.log - [INFO] - [E:317| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:17:36,923 - yago11k_0.001.log - [INFO] - [E:317| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:18:41,375 - yago11k_0.001.log - [INFO] - [E:317| 300]: Train Loss:0.001113, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:19:45,974 - yago11k_0.001.log - [INFO] - [E:317| 400]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:20:50,612 - yago11k_0.001.log - [INFO] - [E:317| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:21:54,722 - yago11k_0.001.log - [INFO] - [E:317| 600]: Train Loss:0.0011147, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:21:54,722 - yago11k_0.001.log - [INFO] - [Epoch:317]: Training Loss:0.001115 + +2023-06-12 23:21:54,942 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 23:22:07,322 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 23:22:19,510 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.41041, Head : 0.23254, Avg : 0.32148 + +2023-06-12 23:22:19,510 - yago11k_0.001.log - [INFO] - [Epoch 317]: Training Loss: 0.0011147, Valid MRR: 0.32365, + + + +2023-06-12 23:22:20,162 - yago11k_0.001.log - [INFO] - [E:318| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:23:24,723 - yago11k_0.001.log - [INFO] - [E:318| 100]: Train Loss:0.001113, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:24:29,303 - yago11k_0.001.log - [INFO] - [E:318| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:25:33,976 - yago11k_0.001.log - [INFO] - [E:318| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:26:38,402 - yago11k_0.001.log - [INFO] - [E:318| 400]: Train Loss:0.0011147, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:27:42,938 - yago11k_0.001.log - [INFO] - [E:318| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:28:46,922 - yago11k_0.001.log - [INFO] - [E:318| 600]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:28:46,922 - yago11k_0.001.log - [INFO] - [Epoch:318]: Training Loss:0.001115 + +2023-06-12 23:28:47,143 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 23:28:59,494 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 23:29:11,672 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.413, Head : 0.23386, Avg : 0.32343 + +2023-06-12 23:29:11,672 - yago11k_0.001.log - [INFO] - [Epoch 318]: Training Loss: 0.0011153, Valid MRR: 0.32365, + + + +2023-06-12 23:29:12,321 - yago11k_0.001.log - [INFO] - [E:319| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:30:16,868 - yago11k_0.001.log - [INFO] - [E:319| 100]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:31:21,447 - yago11k_0.001.log - [INFO] - [E:319| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:32:25,893 - yago11k_0.001.log - [INFO] - [E:319| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:33:30,395 - yago11k_0.001.log - [INFO] - [E:319| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:34:34,924 - yago11k_0.001.log - [INFO] - [E:319| 500]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:35:38,957 - yago11k_0.001.log - [INFO] - [E:319| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:35:38,958 - yago11k_0.001.log - [INFO] - [Epoch:319]: Training Loss:0.001114 + +2023-06-12 23:35:39,178 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 23:35:51,581 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 23:36:03,796 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.41228, Head : 0.23337, Avg : 0.32283 + MR: Tail : 635.77, Head : 987.77, Avg : 811.77 + Hit-1: Tail : 0.32856, Head : 0.19047, Avg : 0.25952 + Hit-3: Tail : 0.44832, Head : 0.23173, Avg : 0.34003 + Hit-10: Tail : 0.57697, Head : 0.31495, Avg : 0.44596 +2023-06-12 23:36:03,796 - yago11k_0.001.log - [INFO] - [Epoch 319]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-06-12 23:36:04,445 - yago11k_0.001.log - [INFO] - [E:320| 0]: Train Loss:0.0011021, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:37:08,937 - yago11k_0.001.log - [INFO] - [E:320| 100]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:38:13,538 - yago11k_0.001.log - [INFO] - [E:320| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:39:17,976 - yago11k_0.001.log - [INFO] - [E:320| 300]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:40:22,575 - yago11k_0.001.log - [INFO] - [E:320| 400]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:41:27,069 - yago11k_0.001.log - [INFO] - [E:320| 500]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:42:31,244 - yago11k_0.001.log - [INFO] - [E:320| 600]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:42:31,244 - yago11k_0.001.log - [INFO] - [Epoch:320]: Training Loss:0.001115 + +2023-06-12 23:42:31,464 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 23:42:43,821 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 23:42:56,009 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.40973, Head : 0.23273, Avg : 0.32123 + +2023-06-12 23:42:56,009 - yago11k_0.001.log - [INFO] - [Epoch 320]: Training Loss: 0.0011149, Valid MRR: 0.32365, + + + +2023-06-12 23:42:56,661 - yago11k_0.001.log - [INFO] - [E:321| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:44:01,190 - yago11k_0.001.log - [INFO] - [E:321| 100]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:45:05,780 - yago11k_0.001.log - [INFO] - [E:321| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:46:10,294 - yago11k_0.001.log - [INFO] - [E:321| 300]: Train Loss:0.001114, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:47:14,814 - yago11k_0.001.log - [INFO] - [E:321| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:48:19,250 - yago11k_0.001.log - [INFO] - [E:321| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:49:23,322 - yago11k_0.001.log - [INFO] - [E:321| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:49:23,322 - yago11k_0.001.log - [INFO] - [Epoch:321]: Training Loss:0.001114 + +2023-06-12 23:49:23,543 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 23:49:35,899 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 23:49:48,084 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.40885, Head : 0.23414, Avg : 0.32149 + +2023-06-12 23:49:48,084 - yago11k_0.001.log - [INFO] - [Epoch 321]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-06-12 23:49:48,735 - yago11k_0.001.log - [INFO] - [E:322| 0]: Train Loss:0.001111, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:50:53,360 - yago11k_0.001.log - [INFO] - [E:322| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:51:57,857 - yago11k_0.001.log - [INFO] - [E:322| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:53:02,466 - yago11k_0.001.log - [INFO] - [E:322| 300]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:54:06,942 - yago11k_0.001.log - [INFO] - [E:322| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:55:11,503 - yago11k_0.001.log - [INFO] - [E:322| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:56:15,515 - yago11k_0.001.log - [INFO] - [E:322| 600]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:56:15,515 - yago11k_0.001.log - [INFO] - [Epoch:322]: Training Loss:0.001114 + +2023-06-12 23:56:15,736 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-12 23:56:28,099 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-12 23:56:40,293 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.40888, Head : 0.23247, Avg : 0.32067 + +2023-06-12 23:56:40,293 - yago11k_0.001.log - [INFO] - [Epoch 322]: Training Loss: 0.0011145, Valid MRR: 0.32365, + + + +2023-06-12 23:56:40,948 - yago11k_0.001.log - [INFO] - [E:323| 0]: Train Loss:0.0011363, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:57:45,608 - yago11k_0.001.log - [INFO] - [E:323| 100]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:58:50,131 - yago11k_0.001.log - [INFO] - [E:323| 200]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_0.001.log +2023-06-12 23:59:54,640 - yago11k_0.001.log - [INFO] - [E:323| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:00:59,132 - yago11k_0.001.log - [INFO] - [E:323| 400]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:02:03,782 - yago11k_0.001.log - [INFO] - [E:323| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:03:07,887 - yago11k_0.001.log - [INFO] - [E:323| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:03:07,888 - yago11k_0.001.log - [INFO] - [Epoch:323]: Training Loss:0.001114 + +2023-06-13 00:03:08,108 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 00:03:20,468 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 00:03:32,709 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.40911, Head : 0.23274, Avg : 0.32093 + +2023-06-13 00:03:32,709 - yago11k_0.001.log - [INFO] - [Epoch 323]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-06-13 00:03:33,359 - yago11k_0.001.log - [INFO] - [E:324| 0]: Train Loss:0.0011072, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:04:37,959 - yago11k_0.001.log - [INFO] - [E:324| 100]: Train Loss:0.0011156, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:05:42,413 - yago11k_0.001.log - [INFO] - [E:324| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:06:46,918 - yago11k_0.001.log - [INFO] - [E:324| 300]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:07:51,463 - yago11k_0.001.log - [INFO] - [E:324| 400]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:08:55,905 - yago11k_0.001.log - [INFO] - [E:324| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:10:00,024 - yago11k_0.001.log - [INFO] - [E:324| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:10:00,024 - yago11k_0.001.log - [INFO] - [Epoch:324]: Training Loss:0.001114 + +2023-06-13 00:10:00,245 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 00:10:12,640 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 00:10:24,839 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.40855, Head : 0.2335, Avg : 0.32102 + +2023-06-13 00:10:24,840 - yago11k_0.001.log - [INFO] - [Epoch 324]: Training Loss: 0.001114, Valid MRR: 0.32365, + + + +2023-06-13 00:10:25,490 - yago11k_0.001.log - [INFO] - [E:325| 0]: Train Loss:0.0010929, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:11:30,016 - yago11k_0.001.log - [INFO] - [E:325| 100]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:12:34,635 - yago11k_0.001.log - [INFO] - [E:325| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:13:39,115 - yago11k_0.001.log - [INFO] - [E:325| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:14:43,741 - yago11k_0.001.log - [INFO] - [E:325| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:15:48,186 - yago11k_0.001.log - [INFO] - [E:325| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:16:52,375 - yago11k_0.001.log - [INFO] - [E:325| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:16:52,375 - yago11k_0.001.log - [INFO] - [Epoch:325]: Training Loss:0.001114 + +2023-06-13 00:16:52,595 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 00:17:04,949 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 00:17:17,130 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.41098, Head : 0.23176, Avg : 0.32137 + +2023-06-13 00:17:17,130 - yago11k_0.001.log - [INFO] - [Epoch 325]: Training Loss: 0.0011139, Valid MRR: 0.32365, + + + +2023-06-13 00:17:17,779 - yago11k_0.001.log - [INFO] - [E:326| 0]: Train Loss:0.0010849, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:18:22,251 - yago11k_0.001.log - [INFO] - [E:326| 100]: Train Loss:0.001115, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:19:26,845 - yago11k_0.001.log - [INFO] - [E:326| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:20:31,378 - yago11k_0.001.log - [INFO] - [E:326| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:21:35,933 - yago11k_0.001.log - [INFO] - [E:326| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:22:40,523 - yago11k_0.001.log - [INFO] - [E:326| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:23:44,634 - yago11k_0.001.log - [INFO] - [E:326| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:23:44,635 - yago11k_0.001.log - [INFO] - [Epoch:326]: Training Loss:0.001114 + +2023-06-13 00:23:44,855 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 00:23:57,219 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 00:24:09,411 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.40987, Head : 0.23197, Avg : 0.32092 + +2023-06-13 00:24:09,411 - yago11k_0.001.log - [INFO] - [Epoch 326]: Training Loss: 0.0011139, Valid MRR: 0.32365, + + + +2023-06-13 00:24:10,061 - yago11k_0.001.log - [INFO] - [E:327| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:25:14,766 - yago11k_0.001.log - [INFO] - [E:327| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:26:19,256 - yago11k_0.001.log - [INFO] - [E:327| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:27:23,891 - yago11k_0.001.log - [INFO] - [E:327| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:28:28,501 - yago11k_0.001.log - [INFO] - [E:327| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:29:33,133 - yago11k_0.001.log - [INFO] - [E:327| 500]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:30:37,283 - yago11k_0.001.log - [INFO] - [E:327| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:30:37,284 - yago11k_0.001.log - [INFO] - [Epoch:327]: Training Loss:0.001114 + +2023-06-13 00:30:37,506 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 00:30:49,863 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 00:31:02,055 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.41027, Head : 0.23341, Avg : 0.32184 + +2023-06-13 00:31:02,055 - yago11k_0.001.log - [INFO] - [Epoch 327]: Training Loss: 0.001114, Valid MRR: 0.32365, + + + +2023-06-13 00:31:02,708 - yago11k_0.001.log - [INFO] - [E:328| 0]: Train Loss:0.0011653, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:32:07,395 - yago11k_0.001.log - [INFO] - [E:328| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:33:11,893 - yago11k_0.001.log - [INFO] - [E:328| 200]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:34:16,467 - yago11k_0.001.log - [INFO] - [E:328| 300]: Train Loss:0.0011129, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:35:20,949 - yago11k_0.001.log - [INFO] - [E:328| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:36:25,531 - yago11k_0.001.log - [INFO] - [E:328| 500]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:37:29,609 - yago11k_0.001.log - [INFO] - [E:328| 600]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:37:29,609 - yago11k_0.001.log - [INFO] - [Epoch:328]: Training Loss:0.001114 + +2023-06-13 00:37:29,830 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 00:37:42,225 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 00:37:54,467 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.40996, Head : 0.23584, Avg : 0.3229 + +2023-06-13 00:37:54,468 - yago11k_0.001.log - [INFO] - [Epoch 328]: Training Loss: 0.0011138, Valid MRR: 0.32365, + + + +2023-06-13 00:37:55,119 - yago11k_0.001.log - [INFO] - [E:329| 0]: Train Loss:0.0011225, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:38:59,613 - yago11k_0.001.log - [INFO] - [E:329| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:40:04,238 - yago11k_0.001.log - [INFO] - [E:329| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:41:08,749 - yago11k_0.001.log - [INFO] - [E:329| 300]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:42:13,298 - yago11k_0.001.log - [INFO] - [E:329| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:43:17,795 - yago11k_0.001.log - [INFO] - [E:329| 500]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:44:21,893 - yago11k_0.001.log - [INFO] - [E:329| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:44:21,893 - yago11k_0.001.log - [INFO] - [Epoch:329]: Training Loss:0.001114 + +2023-06-13 00:44:22,114 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 00:44:34,481 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 00:44:46,680 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.41092, Head : 0.23542, Avg : 0.32317 + MR: Tail : 649.13, Head : 1007.9, Avg : 828.51 + Hit-1: Tail : 0.32592, Head : 0.19269, Avg : 0.25931 + Hit-3: Tail : 0.44887, Head : 0.23354, Avg : 0.34121 + Hit-10: Tail : 0.57877, Head : 0.31967, Avg : 0.44922 +2023-06-13 00:44:46,680 - yago11k_0.001.log - [INFO] - [Epoch 329]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-06-13 00:44:47,331 - yago11k_0.001.log - [INFO] - [E:330| 0]: Train Loss:0.0011248, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:45:51,782 - yago11k_0.001.log - [INFO] - [E:330| 100]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:46:56,388 - yago11k_0.001.log - [INFO] - [E:330| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:48:00,975 - yago11k_0.001.log - [INFO] - [E:330| 300]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:49:05,565 - yago11k_0.001.log - [INFO] - [E:330| 400]: Train Loss:0.001114, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:50:10,033 - yago11k_0.001.log - [INFO] - [E:330| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:51:14,151 - yago11k_0.001.log - [INFO] - [E:330| 600]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:51:14,151 - yago11k_0.001.log - [INFO] - [Epoch:330]: Training Loss:0.001114 + +2023-06-13 00:51:14,371 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 00:51:26,720 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 00:51:38,920 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.40969, Head : 0.2355, Avg : 0.3226 + +2023-06-13 00:51:38,921 - yago11k_0.001.log - [INFO] - [Epoch 330]: Training Loss: 0.0011137, Valid MRR: 0.32365, + + + +2023-06-13 00:51:39,572 - yago11k_0.001.log - [INFO] - [E:331| 0]: Train Loss:0.0011234, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:52:44,052 - yago11k_0.001.log - [INFO] - [E:331| 100]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:53:48,611 - yago11k_0.001.log - [INFO] - [E:331| 200]: Train Loss:0.001113, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:54:53,217 - yago11k_0.001.log - [INFO] - [E:331| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:55:57,732 - yago11k_0.001.log - [INFO] - [E:331| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:57:02,238 - yago11k_0.001.log - [INFO] - [E:331| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:58:06,314 - yago11k_0.001.log - [INFO] - [E:331| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:58:06,314 - yago11k_0.001.log - [INFO] - [Epoch:331]: Training Loss:0.001114 + +2023-06-13 00:58:06,534 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 00:58:18,916 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 00:58:31,104 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.40977, Head : 0.23559, Avg : 0.32268 + +2023-06-13 00:58:31,105 - yago11k_0.001.log - [INFO] - [Epoch 331]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-06-13 00:58:31,756 - yago11k_0.001.log - [INFO] - [E:332| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 00:59:36,345 - yago11k_0.001.log - [INFO] - [E:332| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:00:40,910 - yago11k_0.001.log - [INFO] - [E:332| 200]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:01:45,585 - yago11k_0.001.log - [INFO] - [E:332| 300]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:02:50,149 - yago11k_0.001.log - [INFO] - [E:332| 400]: Train Loss:0.0011125, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:03:54,807 - yago11k_0.001.log - [INFO] - [E:332| 500]: Train Loss:0.0011129, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:04:58,864 - yago11k_0.001.log - [INFO] - [E:332| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:04:58,864 - yago11k_0.001.log - [INFO] - [Epoch:332]: Training Loss:0.001114 + +2023-06-13 01:04:59,084 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 01:05:11,445 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 01:05:23,623 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.40937, Head : 0.23358, Avg : 0.32147 + +2023-06-13 01:05:23,624 - yago11k_0.001.log - [INFO] - [Epoch 332]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-06-13 01:05:24,274 - yago11k_0.001.log - [INFO] - [E:333| 0]: Train Loss:0.0011286, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:06:28,839 - yago11k_0.001.log - [INFO] - [E:333| 100]: Train Loss:0.0011101, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:07:33,315 - yago11k_0.001.log - [INFO] - [E:333| 200]: Train Loss:0.0011122, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:08:37,929 - yago11k_0.001.log - [INFO] - [E:333| 300]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:09:42,500 - yago11k_0.001.log - [INFO] - [E:333| 400]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:10:47,057 - yago11k_0.001.log - [INFO] - [E:333| 500]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:11:51,112 - yago11k_0.001.log - [INFO] - [E:333| 600]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:11:51,113 - yago11k_0.001.log - [INFO] - [Epoch:333]: Training Loss:0.001113 + +2023-06-13 01:11:51,334 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 01:12:03,740 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 01:12:15,975 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.40925, Head : 0.23484, Avg : 0.32205 + +2023-06-13 01:12:15,975 - yago11k_0.001.log - [INFO] - [Epoch 333]: Training Loss: 0.0011131, Valid MRR: 0.32365, + + + +2023-06-13 01:12:16,627 - yago11k_0.001.log - [INFO] - [E:334| 0]: Train Loss:0.0010928, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:13:21,186 - yago11k_0.001.log - [INFO] - [E:334| 100]: Train Loss:0.0011117, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:14:25,796 - yago11k_0.001.log - [INFO] - [E:334| 200]: Train Loss:0.0011119, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:15:30,320 - yago11k_0.001.log - [INFO] - [E:334| 300]: Train Loss:0.0011124, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:16:35,063 - yago11k_0.001.log - [INFO] - [E:334| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:17:39,645 - yago11k_0.001.log - [INFO] - [E:334| 500]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:18:43,860 - yago11k_0.001.log - [INFO] - [E:334| 600]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:18:43,860 - yago11k_0.001.log - [INFO] - [Epoch:334]: Training Loss:0.001113 + +2023-06-13 01:18:44,080 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 01:18:56,421 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 01:19:08,596 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.40984, Head : 0.23335, Avg : 0.32159 + +2023-06-13 01:19:08,596 - yago11k_0.001.log - [INFO] - [Epoch 334]: Training Loss: 0.0011133, Valid MRR: 0.32365, + + + +2023-06-13 01:19:09,246 - yago11k_0.001.log - [INFO] - [E:335| 0]: Train Loss:0.0011105, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:20:13,785 - yago11k_0.001.log - [INFO] - [E:335| 100]: Train Loss:0.0011121, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:21:18,313 - yago11k_0.001.log - [INFO] - [E:335| 200]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:22:22,757 - yago11k_0.001.log - [INFO] - [E:335| 300]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:23:27,392 - yago11k_0.001.log - [INFO] - [E:335| 400]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:24:31,867 - yago11k_0.001.log - [INFO] - [E:335| 500]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:25:36,019 - yago11k_0.001.log - [INFO] - [E:335| 600]: Train Loss:0.0011129, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:25:36,020 - yago11k_0.001.log - [INFO] - [Epoch:335]: Training Loss:0.001113 + +2023-06-13 01:25:36,240 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 01:25:48,598 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 01:26:00,792 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.41448, Head : 0.23282, Avg : 0.32365 + +2023-06-13 01:26:00,792 - yago11k_0.001.log - [INFO] - [Epoch 335]: Training Loss: 0.0011129, Valid MRR: 0.32365, + + + +2023-06-13 01:26:01,442 - yago11k_0.001.log - [INFO] - [E:336| 0]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:27:06,086 - yago11k_0.001.log - [INFO] - [E:336| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:28:10,627 - yago11k_0.001.log - [INFO] - [E:336| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:29:15,126 - yago11k_0.001.log - [INFO] - [E:336| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:30:19,659 - yago11k_0.001.log - [INFO] - [E:336| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:31:24,303 - yago11k_0.001.log - [INFO] - [E:336| 500]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:32:28,403 - yago11k_0.001.log - [INFO] - [E:336| 600]: Train Loss:0.001113, Val MRR:0.32365, yago11k_0.001.log +2023-06-13 01:32:28,403 - yago11k_0.001.log - [INFO] - [Epoch:336]: Training Loss:0.001113 + +2023-06-13 01:32:28,625 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 01:32:40,999 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 01:32:53,196 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.41547, Head : 0.23417, Avg : 0.32482 + +2023-06-13 01:32:54,491 - yago11k_0.001.log - [INFO] - [Epoch 336]: Training Loss: 0.001113, Valid MRR: 0.32482, + + + +2023-06-13 01:32:55,141 - yago11k_0.001.log - [INFO] - [E:337| 0]: Train Loss:0.0011256, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:33:59,758 - yago11k_0.001.log - [INFO] - [E:337| 100]: Train Loss:0.0011139, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:35:04,287 - yago11k_0.001.log - [INFO] - [E:337| 200]: Train Loss:0.0011118, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:36:08,873 - yago11k_0.001.log - [INFO] - [E:337| 300]: Train Loss:0.0011125, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:37:13,372 - yago11k_0.001.log - [INFO] - [E:337| 400]: Train Loss:0.0011118, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:38:17,949 - yago11k_0.001.log - [INFO] - [E:337| 500]: Train Loss:0.0011123, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:39:21,985 - yago11k_0.001.log - [INFO] - [E:337| 600]: Train Loss:0.0011127, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:39:21,985 - yago11k_0.001.log - [INFO] - [Epoch:337]: Training Loss:0.001113 + +2023-06-13 01:39:22,205 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 01:39:34,552 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 01:39:46,777 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.41327, Head : 0.23438, Avg : 0.32383 + +2023-06-13 01:39:46,777 - yago11k_0.001.log - [INFO] - [Epoch 337]: Training Loss: 0.0011127, Valid MRR: 0.32482, + + + +2023-06-13 01:39:47,437 - yago11k_0.001.log - [INFO] - [E:338| 0]: Train Loss:0.0010943, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:40:51,965 - yago11k_0.001.log - [INFO] - [E:338| 100]: Train Loss:0.001114, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:41:56,442 - yago11k_0.001.log - [INFO] - [E:338| 200]: Train Loss:0.0011137, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:43:01,017 - yago11k_0.001.log - [INFO] - [E:338| 300]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:44:05,625 - yago11k_0.001.log - [INFO] - [E:338| 400]: Train Loss:0.0011124, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:45:10,118 - yago11k_0.001.log - [INFO] - [E:338| 500]: Train Loss:0.0011125, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:46:14,227 - yago11k_0.001.log - [INFO] - [E:338| 600]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:46:14,228 - yago11k_0.001.log - [INFO] - [Epoch:338]: Training Loss:0.001113 + +2023-06-13 01:46:14,449 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 01:46:26,893 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 01:46:39,094 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.41294, Head : 0.23356, Avg : 0.32325 + +2023-06-13 01:46:39,094 - yago11k_0.001.log - [INFO] - [Epoch 338]: Training Loss: 0.0011129, Valid MRR: 0.32482, + + + +2023-06-13 01:46:39,747 - yago11k_0.001.log - [INFO] - [E:339| 0]: Train Loss:0.0011311, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:47:44,344 - yago11k_0.001.log - [INFO] - [E:339| 100]: Train Loss:0.001111, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:48:48,949 - yago11k_0.001.log - [INFO] - [E:339| 200]: Train Loss:0.0011134, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:49:53,520 - yago11k_0.001.log - [INFO] - [E:339| 300]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:50:58,255 - yago11k_0.001.log - [INFO] - [E:339| 400]: Train Loss:0.0011125, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:52:02,815 - yago11k_0.001.log - [INFO] - [E:339| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:53:07,057 - yago11k_0.001.log - [INFO] - [E:339| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:53:07,058 - yago11k_0.001.log - [INFO] - [Epoch:339]: Training Loss:0.001113 + +2023-06-13 01:53:07,280 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 01:53:19,649 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 01:53:31,851 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.41288, Head : 0.23298, Avg : 0.32293 + MR: Tail : 639.02, Head : 983.52, Avg : 811.27 + Hit-1: Tail : 0.33287, Head : 0.19075, Avg : 0.26181 + Hit-3: Tail : 0.44123, Head : 0.23145, Avg : 0.33634 + Hit-10: Tail : 0.57877, Head : 0.31328, Avg : 0.44603 +2023-06-13 01:53:31,851 - yago11k_0.001.log - [INFO] - [Epoch 339]: Training Loss: 0.0011126, Valid MRR: 0.32482, + + + +2023-06-13 01:53:32,500 - yago11k_0.001.log - [INFO] - [E:340| 0]: Train Loss:0.0011341, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:54:37,076 - yago11k_0.001.log - [INFO] - [E:340| 100]: Train Loss:0.0011128, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:55:41,723 - yago11k_0.001.log - [INFO] - [E:340| 200]: Train Loss:0.0011122, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:56:46,307 - yago11k_0.001.log - [INFO] - [E:340| 300]: Train Loss:0.0011118, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:57:50,865 - yago11k_0.001.log - [INFO] - [E:340| 400]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:58:55,367 - yago11k_0.001.log - [INFO] - [E:340| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:59:59,446 - yago11k_0.001.log - [INFO] - [E:340| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_0.001.log +2023-06-13 01:59:59,446 - yago11k_0.001.log - [INFO] - [Epoch:340]: Training Loss:0.001113 + +2023-06-13 01:59:59,666 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 02:00:12,016 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 02:00:24,197 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.41557, Head : 0.23429, Avg : 0.32493 + +2023-06-13 02:00:25,281 - yago11k_0.001.log - [INFO] - [Epoch 340]: Training Loss: 0.0011126, Valid MRR: 0.32493, + + + +2023-06-13 02:00:25,934 - yago11k_0.001.log - [INFO] - [E:341| 0]: Train Loss:0.0011123, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:01:30,577 - yago11k_0.001.log - [INFO] - [E:341| 100]: Train Loss:0.0011135, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:02:35,051 - yago11k_0.001.log - [INFO] - [E:341| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:03:39,645 - yago11k_0.001.log - [INFO] - [E:341| 300]: Train Loss:0.0011129, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:04:44,133 - yago11k_0.001.log - [INFO] - [E:341| 400]: Train Loss:0.0011124, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:05:48,696 - yago11k_0.001.log - [INFO] - [E:341| 500]: Train Loss:0.0011125, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:06:52,705 - yago11k_0.001.log - [INFO] - [E:341| 600]: Train Loss:0.0011125, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:06:52,705 - yago11k_0.001.log - [INFO] - [Epoch:341]: Training Loss:0.001113 + +2023-06-13 02:06:52,926 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 02:07:05,281 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 02:07:17,453 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.41371, Head : 0.23347, Avg : 0.32359 + +2023-06-13 02:07:17,453 - yago11k_0.001.log - [INFO] - [Epoch 341]: Training Loss: 0.0011125, Valid MRR: 0.32493, + + + +2023-06-13 02:07:18,105 - yago11k_0.001.log - [INFO] - [E:342| 0]: Train Loss:0.0011157, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:08:22,798 - yago11k_0.001.log - [INFO] - [E:342| 100]: Train Loss:0.0011128, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:09:27,277 - yago11k_0.001.log - [INFO] - [E:342| 200]: Train Loss:0.0011115, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:10:31,874 - yago11k_0.001.log - [INFO] - [E:342| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:11:36,412 - yago11k_0.001.log - [INFO] - [E:342| 400]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:12:41,066 - yago11k_0.001.log - [INFO] - [E:342| 500]: Train Loss:0.001112, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:13:45,118 - yago11k_0.001.log - [INFO] - [E:342| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:13:45,119 - yago11k_0.001.log - [INFO] - [Epoch:342]: Training Loss:0.001112 + +2023-06-13 02:13:45,338 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 02:13:57,703 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 02:14:09,958 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.41023, Head : 0.23437, Avg : 0.3223 + +2023-06-13 02:14:09,958 - yago11k_0.001.log - [INFO] - [Epoch 342]: Training Loss: 0.0011122, Valid MRR: 0.32493, + + + +2023-06-13 02:14:10,611 - yago11k_0.001.log - [INFO] - [E:343| 0]: Train Loss:0.0011067, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:15:15,051 - yago11k_0.001.log - [INFO] - [E:343| 100]: Train Loss:0.001111, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:16:19,637 - yago11k_0.001.log - [INFO] - [E:343| 200]: Train Loss:0.0011117, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:17:24,102 - yago11k_0.001.log - [INFO] - [E:343| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:18:28,619 - yago11k_0.001.log - [INFO] - [E:343| 400]: Train Loss:0.0011115, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:19:32,982 - yago11k_0.001.log - [INFO] - [E:343| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:20:37,037 - yago11k_0.001.log - [INFO] - [E:343| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:20:37,037 - yago11k_0.001.log - [INFO] - [Epoch:343]: Training Loss:0.001112 + +2023-06-13 02:20:37,257 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 02:20:49,596 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 02:21:01,763 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.41107, Head : 0.23503, Avg : 0.32305 + +2023-06-13 02:21:01,763 - yago11k_0.001.log - [INFO] - [Epoch 343]: Training Loss: 0.0011122, Valid MRR: 0.32493, + + + +2023-06-13 02:21:02,415 - yago11k_0.001.log - [INFO] - [E:344| 0]: Train Loss:0.001113, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:22:06,868 - yago11k_0.001.log - [INFO] - [E:344| 100]: Train Loss:0.0011112, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:23:11,352 - yago11k_0.001.log - [INFO] - [E:344| 200]: Train Loss:0.001111, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:24:15,742 - yago11k_0.001.log - [INFO] - [E:344| 300]: Train Loss:0.0011109, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:25:20,217 - yago11k_0.001.log - [INFO] - [E:344| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:26:24,636 - yago11k_0.001.log - [INFO] - [E:344| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:27:28,749 - yago11k_0.001.log - [INFO] - [E:344| 600]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:27:28,749 - yago11k_0.001.log - [INFO] - [Epoch:344]: Training Loss:0.001112 + +2023-06-13 02:27:28,969 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 02:27:41,300 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 02:27:53,487 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.40993, Head : 0.23488, Avg : 0.3224 + +2023-06-13 02:27:53,487 - yago11k_0.001.log - [INFO] - [Epoch 344]: Training Loss: 0.0011121, Valid MRR: 0.32493, + + + +2023-06-13 02:27:54,137 - yago11k_0.001.log - [INFO] - [E:345| 0]: Train Loss:0.0010998, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:28:58,575 - yago11k_0.001.log - [INFO] - [E:345| 100]: Train Loss:0.0011086, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:30:02,931 - yago11k_0.001.log - [INFO] - [E:345| 200]: Train Loss:0.0011111, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:31:07,333 - yago11k_0.001.log - [INFO] - [E:345| 300]: Train Loss:0.0011112, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:32:11,801 - yago11k_0.001.log - [INFO] - [E:345| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:33:16,286 - yago11k_0.001.log - [INFO] - [E:345| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:34:20,247 - yago11k_0.001.log - [INFO] - [E:345| 600]: Train Loss:0.0011118, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:34:20,248 - yago11k_0.001.log - [INFO] - [Epoch:345]: Training Loss:0.001112 + +2023-06-13 02:34:20,468 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 02:34:32,825 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 02:34:44,997 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.41234, Head : 0.23477, Avg : 0.32356 + +2023-06-13 02:34:44,997 - yago11k_0.001.log - [INFO] - [Epoch 345]: Training Loss: 0.0011118, Valid MRR: 0.32493, + + + +2023-06-13 02:34:45,646 - yago11k_0.001.log - [INFO] - [E:346| 0]: Train Loss:0.0011268, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:35:50,116 - yago11k_0.001.log - [INFO] - [E:346| 100]: Train Loss:0.0011132, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:36:54,492 - yago11k_0.001.log - [INFO] - [E:346| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:37:58,974 - yago11k_0.001.log - [INFO] - [E:346| 300]: Train Loss:0.0011119, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:39:03,353 - yago11k_0.001.log - [INFO] - [E:346| 400]: Train Loss:0.001112, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:40:07,773 - yago11k_0.001.log - [INFO] - [E:346| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:41:11,753 - yago11k_0.001.log - [INFO] - [E:346| 600]: Train Loss:0.0011119, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:41:11,753 - yago11k_0.001.log - [INFO] - [Epoch:346]: Training Loss:0.001112 + +2023-06-13 02:41:11,973 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 02:41:24,304 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 02:41:36,468 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.41467, Head : 0.23472, Avg : 0.32469 + +2023-06-13 02:41:36,468 - yago11k_0.001.log - [INFO] - [Epoch 346]: Training Loss: 0.0011119, Valid MRR: 0.32493, + + + +2023-06-13 02:41:37,125 - yago11k_0.001.log - [INFO] - [E:347| 0]: Train Loss:0.0011001, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:42:41,561 - yago11k_0.001.log - [INFO] - [E:347| 100]: Train Loss:0.0011127, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:43:45,944 - yago11k_0.001.log - [INFO] - [E:347| 200]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:44:50,420 - yago11k_0.001.log - [INFO] - [E:347| 300]: Train Loss:0.0011111, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:45:54,850 - yago11k_0.001.log - [INFO] - [E:347| 400]: Train Loss:0.0011112, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:46:59,274 - yago11k_0.001.log - [INFO] - [E:347| 500]: Train Loss:0.0011115, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:48:03,207 - yago11k_0.001.log - [INFO] - [E:347| 600]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:48:03,207 - yago11k_0.001.log - [INFO] - [Epoch:347]: Training Loss:0.001111 + +2023-06-13 02:48:03,427 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 02:48:15,797 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 02:48:27,991 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.40955, Head : 0.23336, Avg : 0.32146 + +2023-06-13 02:48:27,991 - yago11k_0.001.log - [INFO] - [Epoch 347]: Training Loss: 0.0011114, Valid MRR: 0.32493, + + + +2023-06-13 02:48:28,640 - yago11k_0.001.log - [INFO] - [E:348| 0]: Train Loss:0.0011033, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:49:33,033 - yago11k_0.001.log - [INFO] - [E:348| 100]: Train Loss:0.0011125, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:50:37,477 - yago11k_0.001.log - [INFO] - [E:348| 200]: Train Loss:0.0011124, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:51:41,869 - yago11k_0.001.log - [INFO] - [E:348| 300]: Train Loss:0.0011117, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:52:46,375 - yago11k_0.001.log - [INFO] - [E:348| 400]: Train Loss:0.0011119, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:53:50,766 - yago11k_0.001.log - [INFO] - [E:348| 500]: Train Loss:0.0011118, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:54:54,827 - yago11k_0.001.log - [INFO] - [E:348| 600]: Train Loss:0.0011117, Val MRR:0.32493, yago11k_0.001.log +2023-06-13 02:54:54,828 - yago11k_0.001.log - [INFO] - [Epoch:348]: Training Loss:0.001112 + +2023-06-13 02:54:55,048 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 02:55:07,376 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 02:55:19,535 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.41643, Head : 0.23419, Avg : 0.32531 + +2023-06-13 02:55:20,592 - yago11k_0.001.log - [INFO] - [Epoch 348]: Training Loss: 0.0011117, Valid MRR: 0.32531, + + + +2023-06-13 02:55:21,243 - yago11k_0.001.log - [INFO] - [E:349| 0]: Train Loss:0.0011171, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 02:56:25,642 - yago11k_0.001.log - [INFO] - [E:349| 100]: Train Loss:0.0011087, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 02:57:30,025 - yago11k_0.001.log - [INFO] - [E:349| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 02:58:34,399 - yago11k_0.001.log - [INFO] - [E:349| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 02:59:38,888 - yago11k_0.001.log - [INFO] - [E:349| 400]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:00:43,272 - yago11k_0.001.log - [INFO] - [E:349| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:01:47,254 - yago11k_0.001.log - [INFO] - [E:349| 600]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:01:47,255 - yago11k_0.001.log - [INFO] - [Epoch:349]: Training Loss:0.001111 + +2023-06-13 03:01:47,474 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 03:01:59,787 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 03:02:11,932 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.41184, Head : 0.23437, Avg : 0.3231 + MR: Tail : 668.75, Head : 990.1, Avg : 829.42 + Hit-1: Tail : 0.33079, Head : 0.192, Avg : 0.26139 + Hit-3: Tail : 0.44887, Head : 0.23131, Avg : 0.34009 + Hit-10: Tail : 0.57474, Head : 0.31801, Avg : 0.44637 +2023-06-13 03:02:11,932 - yago11k_0.001.log - [INFO] - [Epoch 349]: Training Loss: 0.0011114, Valid MRR: 0.32531, + + + +2023-06-13 03:02:12,581 - yago11k_0.001.log - [INFO] - [E:350| 0]: Train Loss:0.0011127, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:03:16,987 - yago11k_0.001.log - [INFO] - [E:350| 100]: Train Loss:0.0011109, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:04:21,409 - yago11k_0.001.log - [INFO] - [E:350| 200]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:05:25,792 - yago11k_0.001.log - [INFO] - [E:350| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:06:30,151 - yago11k_0.001.log - [INFO] - [E:350| 400]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:07:34,528 - yago11k_0.001.log - [INFO] - [E:350| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:08:38,330 - yago11k_0.001.log - [INFO] - [E:350| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:08:38,331 - yago11k_0.001.log - [INFO] - [Epoch:350]: Training Loss:0.001111 + +2023-06-13 03:08:38,552 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 03:08:50,867 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 03:09:02,999 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.40795, Head : 0.23269, Avg : 0.32032 + +2023-06-13 03:09:03,000 - yago11k_0.001.log - [INFO] - [Epoch 350]: Training Loss: 0.0011113, Valid MRR: 0.32531, + + + +2023-06-13 03:09:03,647 - yago11k_0.001.log - [INFO] - [E:351| 0]: Train Loss:0.0011166, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:10:07,975 - yago11k_0.001.log - [INFO] - [E:351| 100]: Train Loss:0.0011093, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:11:12,279 - yago11k_0.001.log - [INFO] - [E:351| 200]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:12:16,551 - yago11k_0.001.log - [INFO] - [E:351| 300]: Train Loss:0.0011117, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:13:20,812 - yago11k_0.001.log - [INFO] - [E:351| 400]: Train Loss:0.0011116, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:14:25,154 - yago11k_0.001.log - [INFO] - [E:351| 500]: Train Loss:0.0011116, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:15:28,958 - yago11k_0.001.log - [INFO] - [E:351| 600]: Train Loss:0.0011115, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:15:28,959 - yago11k_0.001.log - [INFO] - [Epoch:351]: Training Loss:0.001112 + +2023-06-13 03:15:29,178 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 03:15:41,474 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 03:15:53,647 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.41226, Head : 0.23622, Avg : 0.32424 + +2023-06-13 03:15:53,648 - yago11k_0.001.log - [INFO] - [Epoch 351]: Training Loss: 0.0011115, Valid MRR: 0.32531, + + + +2023-06-13 03:15:54,296 - yago11k_0.001.log - [INFO] - [E:352| 0]: Train Loss:0.001094, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:16:58,657 - yago11k_0.001.log - [INFO] - [E:352| 100]: Train Loss:0.0011097, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:18:02,859 - yago11k_0.001.log - [INFO] - [E:352| 200]: Train Loss:0.0011116, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:19:07,059 - yago11k_0.001.log - [INFO] - [E:352| 300]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:20:11,231 - yago11k_0.001.log - [INFO] - [E:352| 400]: Train Loss:0.0011109, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:21:15,437 - yago11k_0.001.log - [INFO] - [E:352| 500]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:22:19,176 - yago11k_0.001.log - [INFO] - [E:352| 600]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:22:19,176 - yago11k_0.001.log - [INFO] - [Epoch:352]: Training Loss:0.001111 + +2023-06-13 03:22:19,396 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 03:22:31,735 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 03:22:43,893 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.41012, Head : 0.23674, Avg : 0.32343 + +2023-06-13 03:22:43,893 - yago11k_0.001.log - [INFO] - [Epoch 352]: Training Loss: 0.0011112, Valid MRR: 0.32531, + + + +2023-06-13 03:22:44,541 - yago11k_0.001.log - [INFO] - [E:353| 0]: Train Loss:0.0011287, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:23:48,752 - yago11k_0.001.log - [INFO] - [E:353| 100]: Train Loss:0.00111, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:24:53,046 - yago11k_0.001.log - [INFO] - [E:353| 200]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:25:57,236 - yago11k_0.001.log - [INFO] - [E:353| 300]: Train Loss:0.001111, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:27:01,485 - yago11k_0.001.log - [INFO] - [E:353| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:28:05,675 - yago11k_0.001.log - [INFO] - [E:353| 500]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:29:09,474 - yago11k_0.001.log - [INFO] - [E:353| 600]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:29:09,474 - yago11k_0.001.log - [INFO] - [Epoch:353]: Training Loss:0.001111 + +2023-06-13 03:29:09,693 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 03:29:22,000 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 03:29:34,131 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.41174, Head : 0.23477, Avg : 0.32325 + +2023-06-13 03:29:34,131 - yago11k_0.001.log - [INFO] - [Epoch 353]: Training Loss: 0.0011107, Valid MRR: 0.32531, + + + +2023-06-13 03:29:34,778 - yago11k_0.001.log - [INFO] - [E:354| 0]: Train Loss:0.0011032, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:30:38,965 - yago11k_0.001.log - [INFO] - [E:354| 100]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:31:43,213 - yago11k_0.001.log - [INFO] - [E:354| 200]: Train Loss:0.0011093, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:32:47,478 - yago11k_0.001.log - [INFO] - [E:354| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:33:51,726 - yago11k_0.001.log - [INFO] - [E:354| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:34:55,918 - yago11k_0.001.log - [INFO] - [E:354| 500]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:35:59,758 - yago11k_0.001.log - [INFO] - [E:354| 600]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:35:59,759 - yago11k_0.001.log - [INFO] - [Epoch:354]: Training Loss:0.001111 + +2023-06-13 03:35:59,979 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 03:36:12,284 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 03:36:24,431 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.41285, Head : 0.23582, Avg : 0.32434 + +2023-06-13 03:36:24,431 - yago11k_0.001.log - [INFO] - [Epoch 354]: Training Loss: 0.0011111, Valid MRR: 0.32531, + + + +2023-06-13 03:36:25,078 - yago11k_0.001.log - [INFO] - [E:355| 0]: Train Loss:0.0010886, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:37:29,472 - yago11k_0.001.log - [INFO] - [E:355| 100]: Train Loss:0.0011075, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:38:33,721 - yago11k_0.001.log - [INFO] - [E:355| 200]: Train Loss:0.0011097, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:39:37,973 - yago11k_0.001.log - [INFO] - [E:355| 300]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:40:42,248 - yago11k_0.001.log - [INFO] - [E:355| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:41:46,636 - yago11k_0.001.log - [INFO] - [E:355| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:42:50,484 - yago11k_0.001.log - [INFO] - [E:355| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:42:50,485 - yago11k_0.001.log - [INFO] - [Epoch:355]: Training Loss:0.001111 + +2023-06-13 03:42:50,704 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 03:43:03,000 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 03:43:15,122 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.40854, Head : 0.23383, Avg : 0.32118 + +2023-06-13 03:43:15,122 - yago11k_0.001.log - [INFO] - [Epoch 355]: Training Loss: 0.0011113, Valid MRR: 0.32531, + + + +2023-06-13 03:43:15,769 - yago11k_0.001.log - [INFO] - [E:356| 0]: Train Loss:0.0011346, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:44:20,172 - yago11k_0.001.log - [INFO] - [E:356| 100]: Train Loss:0.0011136, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:45:24,485 - yago11k_0.001.log - [INFO] - [E:356| 200]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:46:28,800 - yago11k_0.001.log - [INFO] - [E:356| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:47:33,146 - yago11k_0.001.log - [INFO] - [E:356| 400]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:48:37,462 - yago11k_0.001.log - [INFO] - [E:356| 500]: Train Loss:0.0011108, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:49:41,223 - yago11k_0.001.log - [INFO] - [E:356| 600]: Train Loss:0.001111, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:49:41,223 - yago11k_0.001.log - [INFO] - [Epoch:356]: Training Loss:0.001111 + +2023-06-13 03:49:41,443 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 03:49:53,732 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 03:50:05,908 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.41356, Head : 0.23486, Avg : 0.32421 + +2023-06-13 03:50:05,908 - yago11k_0.001.log - [INFO] - [Epoch 356]: Training Loss: 0.001111, Valid MRR: 0.32531, + + + +2023-06-13 03:50:06,554 - yago11k_0.001.log - [INFO] - [E:357| 0]: Train Loss:0.0011066, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:51:10,827 - yago11k_0.001.log - [INFO] - [E:357| 100]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:52:15,068 - yago11k_0.001.log - [INFO] - [E:357| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:53:19,389 - yago11k_0.001.log - [INFO] - [E:357| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:54:23,655 - yago11k_0.001.log - [INFO] - [E:357| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:55:27,984 - yago11k_0.001.log - [INFO] - [E:357| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:56:31,850 - yago11k_0.001.log - [INFO] - [E:357| 600]: Train Loss:0.0011109, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:56:31,851 - yago11k_0.001.log - [INFO] - [Epoch:357]: Training Loss:0.001111 + +2023-06-13 03:56:32,070 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 03:56:44,421 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 03:56:56,545 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.4119, Head : 0.23587, Avg : 0.32389 + +2023-06-13 03:56:56,545 - yago11k_0.001.log - [INFO] - [Epoch 357]: Training Loss: 0.0011109, Valid MRR: 0.32531, + + + +2023-06-13 03:56:57,191 - yago11k_0.001.log - [INFO] - [E:358| 0]: Train Loss:0.0011119, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:58:01,414 - yago11k_0.001.log - [INFO] - [E:358| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 03:59:05,710 - yago11k_0.001.log - [INFO] - [E:358| 200]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:00:09,975 - yago11k_0.001.log - [INFO] - [E:358| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:01:14,299 - yago11k_0.001.log - [INFO] - [E:358| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:02:18,564 - yago11k_0.001.log - [INFO] - [E:358| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:03:22,453 - yago11k_0.001.log - [INFO] - [E:358| 600]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:03:22,453 - yago11k_0.001.log - [INFO] - [Epoch:358]: Training Loss:0.00111 + +2023-06-13 04:03:22,672 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 04:03:34,991 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 04:03:47,137 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.40989, Head : 0.23456, Avg : 0.32222 + +2023-06-13 04:03:47,137 - yago11k_0.001.log - [INFO] - [Epoch 358]: Training Loss: 0.0011105, Valid MRR: 0.32531, + + + +2023-06-13 04:03:47,787 - yago11k_0.001.log - [INFO] - [E:359| 0]: Train Loss:0.0011195, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:04:52,024 - yago11k_0.001.log - [INFO] - [E:359| 100]: Train Loss:0.0011092, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:05:56,352 - yago11k_0.001.log - [INFO] - [E:359| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:07:00,616 - yago11k_0.001.log - [INFO] - [E:359| 300]: Train Loss:0.0011099, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:08:04,935 - yago11k_0.001.log - [INFO] - [E:359| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:09:09,185 - yago11k_0.001.log - [INFO] - [E:359| 500]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:10:13,005 - yago11k_0.001.log - [INFO] - [E:359| 600]: Train Loss:0.0011099, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:10:13,005 - yago11k_0.001.log - [INFO] - [Epoch:359]: Training Loss:0.00111 + +2023-06-13 04:10:13,225 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 04:10:25,520 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 04:10:37,648 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.41208, Head : 0.2354, Avg : 0.32374 + MR: Tail : 631.35, Head : 995.35, Avg : 813.35 + Hit-1: Tail : 0.32759, Head : 0.19241, Avg : 0.26 + Hit-3: Tail : 0.45179, Head : 0.23451, Avg : 0.34315 + Hit-10: Tail : 0.57655, Head : 0.31412, Avg : 0.44533 +2023-06-13 04:10:37,648 - yago11k_0.001.log - [INFO] - [Epoch 359]: Training Loss: 0.0011099, Valid MRR: 0.32531, + + + +2023-06-13 04:10:38,298 - yago11k_0.001.log - [INFO] - [E:360| 0]: Train Loss:0.0011155, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:11:42,613 - yago11k_0.001.log - [INFO] - [E:360| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:12:46,851 - yago11k_0.001.log - [INFO] - [E:360| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:13:51,184 - yago11k_0.001.log - [INFO] - [E:360| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:14:55,431 - yago11k_0.001.log - [INFO] - [E:360| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:15:59,773 - yago11k_0.001.log - [INFO] - [E:360| 500]: Train Loss:0.0011101, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:17:03,667 - yago11k_0.001.log - [INFO] - [E:360| 600]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:17:03,667 - yago11k_0.001.log - [INFO] - [Epoch:360]: Training Loss:0.00111 + +2023-06-13 04:17:03,888 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 04:17:16,197 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 04:17:28,344 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.41257, Head : 0.23483, Avg : 0.3237 + +2023-06-13 04:17:28,344 - yago11k_0.001.log - [INFO] - [Epoch 360]: Training Loss: 0.0011103, Valid MRR: 0.32531, + + + +2023-06-13 04:17:28,992 - yago11k_0.001.log - [INFO] - [E:361| 0]: Train Loss:0.0010965, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:18:33,361 - yago11k_0.001.log - [INFO] - [E:361| 100]: Train Loss:0.0011086, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:19:37,700 - yago11k_0.001.log - [INFO] - [E:361| 200]: Train Loss:0.0011094, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:20:42,144 - yago11k_0.001.log - [INFO] - [E:361| 300]: Train Loss:0.0011098, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:21:46,509 - yago11k_0.001.log - [INFO] - [E:361| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:22:50,834 - yago11k_0.001.log - [INFO] - [E:361| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:23:54,693 - yago11k_0.001.log - [INFO] - [E:361| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:23:54,693 - yago11k_0.001.log - [INFO] - [Epoch:361]: Training Loss:0.00111 + +2023-06-13 04:23:54,913 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 04:24:07,233 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 04:24:19,464 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.41181, Head : 0.2345, Avg : 0.32316 + +2023-06-13 04:24:19,464 - yago11k_0.001.log - [INFO] - [Epoch 361]: Training Loss: 0.0011102, Valid MRR: 0.32531, + + + +2023-06-13 04:24:20,117 - yago11k_0.001.log - [INFO] - [E:362| 0]: Train Loss:0.0011196, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:25:24,470 - yago11k_0.001.log - [INFO] - [E:362| 100]: Train Loss:0.0011124, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:26:28,798 - yago11k_0.001.log - [INFO] - [E:362| 200]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:27:33,074 - yago11k_0.001.log - [INFO] - [E:362| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:28:37,405 - yago11k_0.001.log - [INFO] - [E:362| 400]: Train Loss:0.0011096, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:29:41,737 - yago11k_0.001.log - [INFO] - [E:362| 500]: Train Loss:0.00111, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:30:45,750 - yago11k_0.001.log - [INFO] - [E:362| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_0.001.log +2023-06-13 04:30:45,750 - yago11k_0.001.log - [INFO] - [Epoch:362]: Training Loss:0.00111 + +2023-06-13 04:30:45,970 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 04:30:58,297 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 04:31:10,435 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.41506, Head : 0.23586, Avg : 0.32546 + +2023-06-13 04:31:11,619 - yago11k_0.001.log - [INFO] - [Epoch 362]: Training Loss: 0.0011102, Valid MRR: 0.32546, + + + +2023-06-13 04:31:12,266 - yago11k_0.001.log - [INFO] - [E:363| 0]: Train Loss:0.001097, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:32:16,622 - yago11k_0.001.log - [INFO] - [E:363| 100]: Train Loss:0.0011074, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:33:21,011 - yago11k_0.001.log - [INFO] - [E:363| 200]: Train Loss:0.0011069, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:34:25,380 - yago11k_0.001.log - [INFO] - [E:363| 300]: Train Loss:0.0011075, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:35:29,729 - yago11k_0.001.log - [INFO] - [E:363| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:36:33,957 - yago11k_0.001.log - [INFO] - [E:363| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:37:37,871 - yago11k_0.001.log - [INFO] - [E:363| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:37:37,871 - yago11k_0.001.log - [INFO] - [Epoch:363]: Training Loss:0.00111 + +2023-06-13 04:37:38,091 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 04:37:50,387 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 04:38:02,536 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.40907, Head : 0.23482, Avg : 0.32195 + +2023-06-13 04:38:02,536 - yago11k_0.001.log - [INFO] - [Epoch 363]: Training Loss: 0.0011098, Valid MRR: 0.32546, + + + +2023-06-13 04:38:03,183 - yago11k_0.001.log - [INFO] - [E:364| 0]: Train Loss:0.001101, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:39:07,420 - yago11k_0.001.log - [INFO] - [E:364| 100]: Train Loss:0.0011094, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:40:11,752 - yago11k_0.001.log - [INFO] - [E:364| 200]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:41:15,996 - yago11k_0.001.log - [INFO] - [E:364| 300]: Train Loss:0.0011101, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:42:20,327 - yago11k_0.001.log - [INFO] - [E:364| 400]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:43:24,696 - yago11k_0.001.log - [INFO] - [E:364| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:44:28,535 - yago11k_0.001.log - [INFO] - [E:364| 600]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:44:28,535 - yago11k_0.001.log - [INFO] - [Epoch:364]: Training Loss:0.00111 + +2023-06-13 04:44:28,755 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 04:44:41,057 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 04:44:53,189 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.40885, Head : 0.23474, Avg : 0.32179 + +2023-06-13 04:44:53,190 - yago11k_0.001.log - [INFO] - [Epoch 364]: Training Loss: 0.0011102, Valid MRR: 0.32546, + + + +2023-06-13 04:44:53,838 - yago11k_0.001.log - [INFO] - [E:365| 0]: Train Loss:0.0010968, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:45:58,105 - yago11k_0.001.log - [INFO] - [E:365| 100]: Train Loss:0.0011108, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:47:02,373 - yago11k_0.001.log - [INFO] - [E:365| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:48:06,741 - yago11k_0.001.log - [INFO] - [E:365| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:49:11,061 - yago11k_0.001.log - [INFO] - [E:365| 400]: Train Loss:0.0011094, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:50:15,461 - yago11k_0.001.log - [INFO] - [E:365| 500]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:51:19,361 - yago11k_0.001.log - [INFO] - [E:365| 600]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:51:19,361 - yago11k_0.001.log - [INFO] - [Epoch:365]: Training Loss:0.00111 + +2023-06-13 04:51:19,580 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 04:51:31,880 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 04:51:44,012 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.41442, Head : 0.23501, Avg : 0.32472 + +2023-06-13 04:51:44,012 - yago11k_0.001.log - [INFO] - [Epoch 365]: Training Loss: 0.0011099, Valid MRR: 0.32546, + + + +2023-06-13 04:51:44,660 - yago11k_0.001.log - [INFO] - [E:366| 0]: Train Loss:0.0010852, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:52:48,990 - yago11k_0.001.log - [INFO] - [E:366| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:53:53,293 - yago11k_0.001.log - [INFO] - [E:366| 200]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:54:57,707 - yago11k_0.001.log - [INFO] - [E:366| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:56:02,051 - yago11k_0.001.log - [INFO] - [E:366| 400]: Train Loss:0.0011091, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:57:06,345 - yago11k_0.001.log - [INFO] - [E:366| 500]: Train Loss:0.0011091, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:58:10,233 - yago11k_0.001.log - [INFO] - [E:366| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:58:10,233 - yago11k_0.001.log - [INFO] - [Epoch:366]: Training Loss:0.001109 + +2023-06-13 04:58:10,453 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 04:58:22,791 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 04:58:34,971 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.41467, Head : 0.2334, Avg : 0.32404 + +2023-06-13 04:58:34,971 - yago11k_0.001.log - [INFO] - [Epoch 366]: Training Loss: 0.0011093, Valid MRR: 0.32546, + + + +2023-06-13 04:58:35,619 - yago11k_0.001.log - [INFO] - [E:367| 0]: Train Loss:0.0011053, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 04:59:39,911 - yago11k_0.001.log - [INFO] - [E:367| 100]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:00:44,264 - yago11k_0.001.log - [INFO] - [E:367| 200]: Train Loss:0.0011101, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:01:48,555 - yago11k_0.001.log - [INFO] - [E:367| 300]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:02:52,976 - yago11k_0.001.log - [INFO] - [E:367| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:03:57,259 - yago11k_0.001.log - [INFO] - [E:367| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:05:01,211 - yago11k_0.001.log - [INFO] - [E:367| 600]: Train Loss:0.00111, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:05:01,211 - yago11k_0.001.log - [INFO] - [Epoch:367]: Training Loss:0.00111 + +2023-06-13 05:05:01,431 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 05:05:13,736 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 05:05:25,881 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.41202, Head : 0.23621, Avg : 0.32411 + +2023-06-13 05:05:25,881 - yago11k_0.001.log - [INFO] - [Epoch 367]: Training Loss: 0.00111, Valid MRR: 0.32546, + + + +2023-06-13 05:05:26,531 - yago11k_0.001.log - [INFO] - [E:368| 0]: Train Loss:0.0011136, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:06:30,753 - yago11k_0.001.log - [INFO] - [E:368| 100]: Train Loss:0.0011097, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:07:35,047 - yago11k_0.001.log - [INFO] - [E:368| 200]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:08:39,350 - yago11k_0.001.log - [INFO] - [E:368| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:09:43,592 - yago11k_0.001.log - [INFO] - [E:368| 400]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:10:47,829 - yago11k_0.001.log - [INFO] - [E:368| 500]: Train Loss:0.0011095, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:11:51,721 - yago11k_0.001.log - [INFO] - [E:368| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:11:51,721 - yago11k_0.001.log - [INFO] - [Epoch:368]: Training Loss:0.00111 + +2023-06-13 05:11:51,941 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 05:12:04,253 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 05:12:16,406 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.41459, Head : 0.23629, Avg : 0.32544 + +2023-06-13 05:12:16,406 - yago11k_0.001.log - [INFO] - [Epoch 368]: Training Loss: 0.0011097, Valid MRR: 0.32546, + + + +2023-06-13 05:12:17,057 - yago11k_0.001.log - [INFO] - [E:369| 0]: Train Loss:0.0011026, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:13:21,389 - yago11k_0.001.log - [INFO] - [E:369| 100]: Train Loss:0.0011091, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:14:25,585 - yago11k_0.001.log - [INFO] - [E:369| 200]: Train Loss:0.0011088, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:15:29,838 - yago11k_0.001.log - [INFO] - [E:369| 300]: Train Loss:0.0011088, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:16:34,102 - yago11k_0.001.log - [INFO] - [E:369| 400]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:17:38,450 - yago11k_0.001.log - [INFO] - [E:369| 500]: Train Loss:0.0011101, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:18:42,307 - yago11k_0.001.log - [INFO] - [E:369| 600]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:18:42,307 - yago11k_0.001.log - [INFO] - [Epoch:369]: Training Loss:0.00111 + +2023-06-13 05:18:42,527 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 05:18:54,846 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 05:19:06,994 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.40923, Head : 0.23334, Avg : 0.32128 + MR: Tail : 646.99, Head : 1011.7, Avg : 829.36 + Hit-1: Tail : 0.32592, Head : 0.19144, Avg : 0.25868 + Hit-3: Tail : 0.44512, Head : 0.23145, Avg : 0.33829 + Hit-10: Tail : 0.5721, Head : 0.31398, Avg : 0.44304 +2023-06-13 05:19:06,994 - yago11k_0.001.log - [INFO] - [Epoch 369]: Training Loss: 0.0011103, Valid MRR: 0.32546, + + + +2023-06-13 05:19:07,642 - yago11k_0.001.log - [INFO] - [E:370| 0]: Train Loss:0.0011272, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:20:11,970 - yago11k_0.001.log - [INFO] - [E:370| 100]: Train Loss:0.0011086, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:21:16,178 - yago11k_0.001.log - [INFO] - [E:370| 200]: Train Loss:0.0011085, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:22:20,419 - yago11k_0.001.log - [INFO] - [E:370| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:23:24,652 - yago11k_0.001.log - [INFO] - [E:370| 400]: Train Loss:0.0011106, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:24:28,948 - yago11k_0.001.log - [INFO] - [E:370| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:25:32,749 - yago11k_0.001.log - [INFO] - [E:370| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:25:32,749 - yago11k_0.001.log - [INFO] - [Epoch:370]: Training Loss:0.00111 + +2023-06-13 05:25:32,968 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 05:25:45,273 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 05:25:57,417 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.41285, Head : 0.23603, Avg : 0.32444 + +2023-06-13 05:25:57,417 - yago11k_0.001.log - [INFO] - [Epoch 370]: Training Loss: 0.0011098, Valid MRR: 0.32546, + + + +2023-06-13 05:25:58,066 - yago11k_0.001.log - [INFO] - [E:371| 0]: Train Loss:0.0010929, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:27:02,410 - yago11k_0.001.log - [INFO] - [E:371| 100]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:28:06,695 - yago11k_0.001.log - [INFO] - [E:371| 200]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:29:10,915 - yago11k_0.001.log - [INFO] - [E:371| 300]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:30:15,177 - yago11k_0.001.log - [INFO] - [E:371| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:31:19,377 - yago11k_0.001.log - [INFO] - [E:371| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:32:23,246 - yago11k_0.001.log - [INFO] - [E:371| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:32:23,246 - yago11k_0.001.log - [INFO] - [Epoch:371]: Training Loss:0.00111 + +2023-06-13 05:32:23,466 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 05:32:35,814 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 05:32:47,946 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.41001, Head : 0.23481, Avg : 0.32241 + +2023-06-13 05:32:47,946 - yago11k_0.001.log - [INFO] - [Epoch 371]: Training Loss: 0.0011097, Valid MRR: 0.32546, + + + +2023-06-13 05:32:48,595 - yago11k_0.001.log - [INFO] - [E:372| 0]: Train Loss:0.0011, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:33:52,890 - yago11k_0.001.log - [INFO] - [E:372| 100]: Train Loss:0.0011082, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:34:57,243 - yago11k_0.001.log - [INFO] - [E:372| 200]: Train Loss:0.0011078, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:36:01,442 - yago11k_0.001.log - [INFO] - [E:372| 300]: Train Loss:0.0011081, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:37:05,776 - yago11k_0.001.log - [INFO] - [E:372| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:38:10,017 - yago11k_0.001.log - [INFO] - [E:372| 500]: Train Loss:0.0011087, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:39:13,949 - yago11k_0.001.log - [INFO] - [E:372| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:39:13,949 - yago11k_0.001.log - [INFO] - [Epoch:372]: Training Loss:0.001109 + +2023-06-13 05:39:14,169 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 05:39:26,474 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 05:39:38,603 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.4153, Head : 0.23479, Avg : 0.32505 + +2023-06-13 05:39:38,603 - yago11k_0.001.log - [INFO] - [Epoch 372]: Training Loss: 0.0011089, Valid MRR: 0.32546, + + + +2023-06-13 05:39:39,250 - yago11k_0.001.log - [INFO] - [E:373| 0]: Train Loss:0.0011043, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:40:43,538 - yago11k_0.001.log - [INFO] - [E:373| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:41:47,819 - yago11k_0.001.log - [INFO] - [E:373| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:42:52,161 - yago11k_0.001.log - [INFO] - [E:373| 300]: Train Loss:0.0011095, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:43:56,528 - yago11k_0.001.log - [INFO] - [E:373| 400]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:45:00,818 - yago11k_0.001.log - [INFO] - [E:373| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:46:04,791 - yago11k_0.001.log - [INFO] - [E:373| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:46:04,792 - yago11k_0.001.log - [INFO] - [Epoch:373]: Training Loss:0.001109 + +2023-06-13 05:46:05,012 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 05:46:17,345 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 05:46:29,491 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.41373, Head : 0.2333, Avg : 0.32351 + +2023-06-13 05:46:29,491 - yago11k_0.001.log - [INFO] - [Epoch 373]: Training Loss: 0.0011093, Valid MRR: 0.32546, + + + +2023-06-13 05:46:30,138 - yago11k_0.001.log - [INFO] - [E:374| 0]: Train Loss:0.0011373, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:47:34,484 - yago11k_0.001.log - [INFO] - [E:374| 100]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:48:38,838 - yago11k_0.001.log - [INFO] - [E:374| 200]: Train Loss:0.0011082, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:49:43,139 - yago11k_0.001.log - [INFO] - [E:374| 300]: Train Loss:0.0011087, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:50:47,371 - yago11k_0.001.log - [INFO] - [E:374| 400]: Train Loss:0.0011088, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:51:51,632 - yago11k_0.001.log - [INFO] - [E:374| 500]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:52:55,466 - yago11k_0.001.log - [INFO] - [E:374| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_0.001.log +2023-06-13 05:52:55,466 - yago11k_0.001.log - [INFO] - [Epoch:374]: Training Loss:0.001109 + +2023-06-13 05:52:55,687 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 05:53:07,980 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 05:53:20,090 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.41777, Head : 0.23455, Avg : 0.32616 + +2023-06-13 05:53:21,077 - yago11k_0.001.log - [INFO] - [Epoch 374]: Training Loss: 0.0011089, Valid MRR: 0.32616, + + + +2023-06-13 05:53:21,724 - yago11k_0.001.log - [INFO] - [E:375| 0]: Train Loss:0.0011025, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 05:54:26,096 - yago11k_0.001.log - [INFO] - [E:375| 100]: Train Loss:0.0011089, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 05:55:30,307 - yago11k_0.001.log - [INFO] - [E:375| 200]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 05:56:34,585 - yago11k_0.001.log - [INFO] - [E:375| 300]: Train Loss:0.0011092, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 05:57:38,906 - yago11k_0.001.log - [INFO] - [E:375| 400]: Train Loss:0.0011091, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 05:58:43,193 - yago11k_0.001.log - [INFO] - [E:375| 500]: Train Loss:0.0011097, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 05:59:46,994 - yago11k_0.001.log - [INFO] - [E:375| 600]: Train Loss:0.0011093, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 05:59:46,995 - yago11k_0.001.log - [INFO] - [Epoch:375]: Training Loss:0.001109 + +2023-06-13 05:59:47,215 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 05:59:59,539 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 06:00:11,708 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.41037, Head : 0.23487, Avg : 0.32262 + +2023-06-13 06:00:11,709 - yago11k_0.001.log - [INFO] - [Epoch 375]: Training Loss: 0.0011093, Valid MRR: 0.32616, + + + +2023-06-13 06:00:12,380 - yago11k_0.001.log - [INFO] - [E:376| 0]: Train Loss:0.0010846, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:01:16,635 - yago11k_0.001.log - [INFO] - [E:376| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:02:20,888 - yago11k_0.001.log - [INFO] - [E:376| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:03:25,162 - yago11k_0.001.log - [INFO] - [E:376| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:04:29,458 - yago11k_0.001.log - [INFO] - [E:376| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:05:33,713 - yago11k_0.001.log - [INFO] - [E:376| 500]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:06:37,559 - yago11k_0.001.log - [INFO] - [E:376| 600]: Train Loss:0.001109, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:06:37,559 - yago11k_0.001.log - [INFO] - [Epoch:376]: Training Loss:0.001109 + +2023-06-13 06:06:37,779 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 06:06:50,082 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 06:07:02,225 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.41399, Head : 0.23409, Avg : 0.32404 + +2023-06-13 06:07:02,225 - yago11k_0.001.log - [INFO] - [Epoch 376]: Training Loss: 0.001109, Valid MRR: 0.32616, + + + +2023-06-13 06:07:02,874 - yago11k_0.001.log - [INFO] - [E:377| 0]: Train Loss:0.0010974, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:08:07,092 - yago11k_0.001.log - [INFO] - [E:377| 100]: Train Loss:0.0011097, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:09:11,450 - yago11k_0.001.log - [INFO] - [E:377| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:10:15,728 - yago11k_0.001.log - [INFO] - [E:377| 300]: Train Loss:0.0011101, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:11:20,087 - yago11k_0.001.log - [INFO] - [E:377| 400]: Train Loss:0.0011094, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:12:24,331 - yago11k_0.001.log - [INFO] - [E:377| 500]: Train Loss:0.0011089, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:13:28,184 - yago11k_0.001.log - [INFO] - [E:377| 600]: Train Loss:0.0011091, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:13:28,185 - yago11k_0.001.log - [INFO] - [Epoch:377]: Training Loss:0.001109 + +2023-06-13 06:13:28,405 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 06:13:40,722 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 06:13:52,875 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.41477, Head : 0.23431, Avg : 0.32454 + +2023-06-13 06:13:52,876 - yago11k_0.001.log - [INFO] - [Epoch 377]: Training Loss: 0.0011091, Valid MRR: 0.32616, + + + +2023-06-13 06:13:53,525 - yago11k_0.001.log - [INFO] - [E:378| 0]: Train Loss:0.0010991, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:14:57,829 - yago11k_0.001.log - [INFO] - [E:378| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:16:02,046 - yago11k_0.001.log - [INFO] - [E:378| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:17:06,354 - yago11k_0.001.log - [INFO] - [E:378| 300]: Train Loss:0.0011089, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:18:10,653 - yago11k_0.001.log - [INFO] - [E:378| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:19:14,940 - yago11k_0.001.log - [INFO] - [E:378| 500]: Train Loss:0.0011091, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:20:18,765 - yago11k_0.001.log - [INFO] - [E:378| 600]: Train Loss:0.0011092, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:20:18,765 - yago11k_0.001.log - [INFO] - [Epoch:378]: Training Loss:0.001109 + +2023-06-13 06:20:18,984 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 06:20:31,301 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 06:20:43,438 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.41275, Head : 0.23427, Avg : 0.32351 + +2023-06-13 06:20:43,439 - yago11k_0.001.log - [INFO] - [Epoch 378]: Training Loss: 0.0011092, Valid MRR: 0.32616, + + + +2023-06-13 06:20:44,086 - yago11k_0.001.log - [INFO] - [E:379| 0]: Train Loss:0.001092, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:21:48,368 - yago11k_0.001.log - [INFO] - [E:379| 100]: Train Loss:0.0011094, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:22:52,638 - yago11k_0.001.log - [INFO] - [E:379| 200]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:23:56,969 - yago11k_0.001.log - [INFO] - [E:379| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:25:01,245 - yago11k_0.001.log - [INFO] - [E:379| 400]: Train Loss:0.001108, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:26:05,473 - yago11k_0.001.log - [INFO] - [E:379| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:27:09,223 - yago11k_0.001.log - [INFO] - [E:379| 600]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:27:09,223 - yago11k_0.001.log - [INFO] - [Epoch:379]: Training Loss:0.001109 + +2023-06-13 06:27:09,443 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 06:27:21,751 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 06:27:33,857 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.41648, Head : 0.23431, Avg : 0.32539 + MR: Tail : 635.66, Head : 1006.6, Avg : 821.12 + Hit-1: Tail : 0.33593, Head : 0.19089, Avg : 0.26341 + Hit-3: Tail : 0.44665, Head : 0.23604, Avg : 0.34134 + Hit-10: Tail : 0.58183, Head : 0.31537, Avg : 0.4486 +2023-06-13 06:27:33,857 - yago11k_0.001.log - [INFO] - [Epoch 379]: Training Loss: 0.0011087, Valid MRR: 0.32616, + + + +2023-06-13 06:27:34,503 - yago11k_0.001.log - [INFO] - [E:380| 0]: Train Loss:0.0011141, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:28:38,765 - yago11k_0.001.log - [INFO] - [E:380| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:29:42,968 - yago11k_0.001.log - [INFO] - [E:380| 200]: Train Loss:0.0011102, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:30:47,290 - yago11k_0.001.log - [INFO] - [E:380| 300]: Train Loss:0.0011096, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:31:51,574 - yago11k_0.001.log - [INFO] - [E:380| 400]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:32:55,907 - yago11k_0.001.log - [INFO] - [E:380| 500]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:33:59,799 - yago11k_0.001.log - [INFO] - [E:380| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:33:59,799 - yago11k_0.001.log - [INFO] - [Epoch:380]: Training Loss:0.001109 + +2023-06-13 06:34:00,019 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 06:34:12,330 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 06:34:24,512 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.41507, Head : 0.23524, Avg : 0.32516 + +2023-06-13 06:34:24,512 - yago11k_0.001.log - [INFO] - [Epoch 380]: Training Loss: 0.0011086, Valid MRR: 0.32616, + + + +2023-06-13 06:34:25,160 - yago11k_0.001.log - [INFO] - [E:381| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:35:29,414 - yago11k_0.001.log - [INFO] - [E:381| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:36:33,765 - yago11k_0.001.log - [INFO] - [E:381| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:37:37,966 - yago11k_0.001.log - [INFO] - [E:381| 300]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:38:42,319 - yago11k_0.001.log - [INFO] - [E:381| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:39:46,596 - yago11k_0.001.log - [INFO] - [E:381| 500]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:40:50,539 - yago11k_0.001.log - [INFO] - [E:381| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:40:50,539 - yago11k_0.001.log - [INFO] - [Epoch:381]: Training Loss:0.001109 + +2023-06-13 06:40:50,767 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 06:41:03,061 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 06:41:15,243 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.41497, Head : 0.23378, Avg : 0.32437 + +2023-06-13 06:41:15,243 - yago11k_0.001.log - [INFO] - [Epoch 381]: Training Loss: 0.0011086, Valid MRR: 0.32616, + + + +2023-06-13 06:41:15,891 - yago11k_0.001.log - [INFO] - [E:382| 0]: Train Loss:0.0011194, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:42:20,137 - yago11k_0.001.log - [INFO] - [E:382| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:43:24,464 - yago11k_0.001.log - [INFO] - [E:382| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:44:28,747 - yago11k_0.001.log - [INFO] - [E:382| 300]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:45:32,996 - yago11k_0.001.log - [INFO] - [E:382| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:46:37,178 - yago11k_0.001.log - [INFO] - [E:382| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:47:41,060 - yago11k_0.001.log - [INFO] - [E:382| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:47:41,061 - yago11k_0.001.log - [INFO] - [Epoch:382]: Training Loss:0.001108 + +2023-06-13 06:47:41,280 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 06:47:53,582 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 06:48:05,718 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.41418, Head : 0.23374, Avg : 0.32396 + +2023-06-13 06:48:05,718 - yago11k_0.001.log - [INFO] - [Epoch 382]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-06-13 06:48:06,368 - yago11k_0.001.log - [INFO] - [E:383| 0]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:49:10,626 - yago11k_0.001.log - [INFO] - [E:383| 100]: Train Loss:0.00111, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:50:14,829 - yago11k_0.001.log - [INFO] - [E:383| 200]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:51:18,982 - yago11k_0.001.log - [INFO] - [E:383| 300]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:52:23,245 - yago11k_0.001.log - [INFO] - [E:383| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:53:27,463 - yago11k_0.001.log - [INFO] - [E:383| 500]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:54:31,298 - yago11k_0.001.log - [INFO] - [E:383| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:54:31,298 - yago11k_0.001.log - [INFO] - [Epoch:383]: Training Loss:0.001108 + +2023-06-13 06:54:31,517 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 06:54:43,818 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 06:54:55,952 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.41376, Head : 0.23614, Avg : 0.32495 + +2023-06-13 06:54:55,952 - yago11k_0.001.log - [INFO] - [Epoch 383]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-06-13 06:54:56,599 - yago11k_0.001.log - [INFO] - [E:384| 0]: Train Loss:0.0010946, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:56:00,882 - yago11k_0.001.log - [INFO] - [E:384| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:57:05,131 - yago11k_0.001.log - [INFO] - [E:384| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:58:09,423 - yago11k_0.001.log - [INFO] - [E:384| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 06:59:13,661 - yago11k_0.001.log - [INFO] - [E:384| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:00:18,021 - yago11k_0.001.log - [INFO] - [E:384| 500]: Train Loss:0.0011083, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:01:21,908 - yago11k_0.001.log - [INFO] - [E:384| 600]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:01:21,909 - yago11k_0.001.log - [INFO] - [Epoch:384]: Training Loss:0.001108 + +2023-06-13 07:01:22,128 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 07:01:34,427 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 07:01:46,553 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.41496, Head : 0.23283, Avg : 0.3239 + +2023-06-13 07:01:46,554 - yago11k_0.001.log - [INFO] - [Epoch 384]: Training Loss: 0.0011082, Valid MRR: 0.32616, + + + +2023-06-13 07:01:47,203 - yago11k_0.001.log - [INFO] - [E:385| 0]: Train Loss:0.001115, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:02:51,528 - yago11k_0.001.log - [INFO] - [E:385| 100]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:03:55,729 - yago11k_0.001.log - [INFO] - [E:385| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:05:00,043 - yago11k_0.001.log - [INFO] - [E:385| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:06:04,334 - yago11k_0.001.log - [INFO] - [E:385| 400]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:07:08,686 - yago11k_0.001.log - [INFO] - [E:385| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:08:12,496 - yago11k_0.001.log - [INFO] - [E:385| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:08:12,497 - yago11k_0.001.log - [INFO] - [Epoch:385]: Training Loss:0.001108 + +2023-06-13 07:08:12,716 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 07:08:25,045 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 07:08:37,230 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.41069, Head : 0.23526, Avg : 0.32297 + +2023-06-13 07:08:37,230 - yago11k_0.001.log - [INFO] - [Epoch 385]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-06-13 07:08:37,878 - yago11k_0.001.log - [INFO] - [E:386| 0]: Train Loss:0.0011014, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:09:42,157 - yago11k_0.001.log - [INFO] - [E:386| 100]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:10:46,482 - yago11k_0.001.log - [INFO] - [E:386| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:11:50,741 - yago11k_0.001.log - [INFO] - [E:386| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:12:55,036 - yago11k_0.001.log - [INFO] - [E:386| 400]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:13:59,260 - yago11k_0.001.log - [INFO] - [E:386| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:15:03,218 - yago11k_0.001.log - [INFO] - [E:386| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:15:03,218 - yago11k_0.001.log - [INFO] - [Epoch:386]: Training Loss:0.001108 + +2023-06-13 07:15:03,438 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 07:15:15,747 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 07:15:27,892 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.41328, Head : 0.23324, Avg : 0.32326 + +2023-06-13 07:15:27,893 - yago11k_0.001.log - [INFO] - [Epoch 386]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-06-13 07:15:28,540 - yago11k_0.001.log - [INFO] - [E:387| 0]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:16:32,797 - yago11k_0.001.log - [INFO] - [E:387| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:17:37,022 - yago11k_0.001.log - [INFO] - [E:387| 200]: Train Loss:0.001109, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:18:41,195 - yago11k_0.001.log - [INFO] - [E:387| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:19:45,511 - yago11k_0.001.log - [INFO] - [E:387| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:20:49,761 - yago11k_0.001.log - [INFO] - [E:387| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:21:53,639 - yago11k_0.001.log - [INFO] - [E:387| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:21:53,639 - yago11k_0.001.log - [INFO] - [Epoch:387]: Training Loss:0.001108 + +2023-06-13 07:21:53,859 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 07:22:06,162 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 07:22:18,304 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.41836, Head : 0.23366, Avg : 0.32601 + +2023-06-13 07:22:18,304 - yago11k_0.001.log - [INFO] - [Epoch 387]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-06-13 07:22:18,951 - yago11k_0.001.log - [INFO] - [E:388| 0]: Train Loss:0.0010996, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:23:23,333 - yago11k_0.001.log - [INFO] - [E:388| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:24:27,614 - yago11k_0.001.log - [INFO] - [E:388| 200]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:25:31,922 - yago11k_0.001.log - [INFO] - [E:388| 300]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:26:36,112 - yago11k_0.001.log - [INFO] - [E:388| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:27:40,352 - yago11k_0.001.log - [INFO] - [E:388| 500]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:28:44,184 - yago11k_0.001.log - [INFO] - [E:388| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:28:44,184 - yago11k_0.001.log - [INFO] - [Epoch:388]: Training Loss:0.001108 + +2023-06-13 07:28:44,405 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 07:28:56,705 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 07:29:08,845 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.414, Head : 0.23335, Avg : 0.32367 + +2023-06-13 07:29:08,846 - yago11k_0.001.log - [INFO] - [Epoch 388]: Training Loss: 0.0011076, Valid MRR: 0.32616, + + + +2023-06-13 07:29:09,493 - yago11k_0.001.log - [INFO] - [E:389| 0]: Train Loss:0.0010938, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:30:13,775 - yago11k_0.001.log - [INFO] - [E:389| 100]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:31:18,069 - yago11k_0.001.log - [INFO] - [E:389| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:32:22,337 - yago11k_0.001.log - [INFO] - [E:389| 300]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:33:26,616 - yago11k_0.001.log - [INFO] - [E:389| 400]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:34:30,881 - yago11k_0.001.log - [INFO] - [E:389| 500]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:35:34,632 - yago11k_0.001.log - [INFO] - [E:389| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:35:34,632 - yago11k_0.001.log - [INFO] - [Epoch:389]: Training Loss:0.001108 + +2023-06-13 07:35:34,851 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 07:35:47,132 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 07:35:59,298 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.41301, Head : 0.23308, Avg : 0.32305 + MR: Tail : 649.69, Head : 1030.0, Avg : 839.83 + Hit-1: Tail : 0.3312, Head : 0.19228, Avg : 0.26174 + Hit-3: Tail : 0.44749, Head : 0.22992, Avg : 0.33871 + Hit-10: Tail : 0.57697, Head : 0.30953, Avg : 0.44325 +2023-06-13 07:35:59,298 - yago11k_0.001.log - [INFO] - [Epoch 389]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-06-13 07:35:59,946 - yago11k_0.001.log - [INFO] - [E:390| 0]: Train Loss:0.0011191, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:37:04,198 - yago11k_0.001.log - [INFO] - [E:390| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:38:08,491 - yago11k_0.001.log - [INFO] - [E:390| 200]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:39:12,799 - yago11k_0.001.log - [INFO] - [E:390| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:40:17,024 - yago11k_0.001.log - [INFO] - [E:390| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:41:21,289 - yago11k_0.001.log - [INFO] - [E:390| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:42:25,143 - yago11k_0.001.log - [INFO] - [E:390| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:42:25,143 - yago11k_0.001.log - [INFO] - [Epoch:390]: Training Loss:0.001108 + +2023-06-13 07:42:25,364 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 07:42:37,723 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 07:42:49,858 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.4131, Head : 0.2325, Avg : 0.3228 + +2023-06-13 07:42:49,858 - yago11k_0.001.log - [INFO] - [Epoch 390]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-06-13 07:42:50,506 - yago11k_0.001.log - [INFO] - [E:391| 0]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:43:54,808 - yago11k_0.001.log - [INFO] - [E:391| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:44:59,088 - yago11k_0.001.log - [INFO] - [E:391| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:46:03,329 - yago11k_0.001.log - [INFO] - [E:391| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:47:07,659 - yago11k_0.001.log - [INFO] - [E:391| 400]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:48:12,001 - yago11k_0.001.log - [INFO] - [E:391| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:49:16,009 - yago11k_0.001.log - [INFO] - [E:391| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:49:16,010 - yago11k_0.001.log - [INFO] - [Epoch:391]: Training Loss:0.001108 + +2023-06-13 07:49:16,229 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 07:49:28,530 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 07:49:40,674 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.41227, Head : 0.23371, Avg : 0.32299 + +2023-06-13 07:49:40,674 - yago11k_0.001.log - [INFO] - [Epoch 391]: Training Loss: 0.0011079, Valid MRR: 0.32616, + + + +2023-06-13 07:49:41,324 - yago11k_0.001.log - [INFO] - [E:392| 0]: Train Loss:0.0010999, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:50:45,687 - yago11k_0.001.log - [INFO] - [E:392| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:51:50,004 - yago11k_0.001.log - [INFO] - [E:392| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:52:54,373 - yago11k_0.001.log - [INFO] - [E:392| 300]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:53:58,731 - yago11k_0.001.log - [INFO] - [E:392| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:55:02,963 - yago11k_0.001.log - [INFO] - [E:392| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:56:06,855 - yago11k_0.001.log - [INFO] - [E:392| 600]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:56:06,855 - yago11k_0.001.log - [INFO] - [Epoch:392]: Training Loss:0.001108 + +2023-06-13 07:56:07,074 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 07:56:19,385 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 07:56:31,531 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.41275, Head : 0.23425, Avg : 0.3235 + +2023-06-13 07:56:31,531 - yago11k_0.001.log - [INFO] - [Epoch 392]: Training Loss: 0.0011077, Valid MRR: 0.32616, + + + +2023-06-13 07:56:32,179 - yago11k_0.001.log - [INFO] - [E:393| 0]: Train Loss:0.0011039, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:57:36,585 - yago11k_0.001.log - [INFO] - [E:393| 100]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:58:40,934 - yago11k_0.001.log - [INFO] - [E:393| 200]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 07:59:45,286 - yago11k_0.001.log - [INFO] - [E:393| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:00:49,627 - yago11k_0.001.log - [INFO] - [E:393| 400]: Train Loss:0.0011083, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:01:54,048 - yago11k_0.001.log - [INFO] - [E:393| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:02:58,014 - yago11k_0.001.log - [INFO] - [E:393| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:02:58,015 - yago11k_0.001.log - [INFO] - [Epoch:393]: Training Loss:0.001108 + +2023-06-13 08:02:58,234 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 08:03:10,556 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 08:03:22,715 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.41227, Head : 0.23513, Avg : 0.3237 + +2023-06-13 08:03:22,715 - yago11k_0.001.log - [INFO] - [Epoch 393]: Training Loss: 0.0011079, Valid MRR: 0.32616, + + + +2023-06-13 08:03:23,368 - yago11k_0.001.log - [INFO] - [E:394| 0]: Train Loss:0.0011173, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:04:27,748 - yago11k_0.001.log - [INFO] - [E:394| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:05:32,065 - yago11k_0.001.log - [INFO] - [E:394| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:06:36,386 - yago11k_0.001.log - [INFO] - [E:394| 300]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:07:40,770 - yago11k_0.001.log - [INFO] - [E:394| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:08:45,157 - yago11k_0.001.log - [INFO] - [E:394| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:09:48,967 - yago11k_0.001.log - [INFO] - [E:394| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:09:48,968 - yago11k_0.001.log - [INFO] - [Epoch:394]: Training Loss:0.001107 + +2023-06-13 08:09:49,187 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 08:10:01,511 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 08:10:13,721 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.41515, Head : 0.23439, Avg : 0.32477 + +2023-06-13 08:10:13,721 - yago11k_0.001.log - [INFO] - [Epoch 394]: Training Loss: 0.0011075, Valid MRR: 0.32616, + + + +2023-06-13 08:10:14,369 - yago11k_0.001.log - [INFO] - [E:395| 0]: Train Loss:0.0010845, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:11:18,778 - yago11k_0.001.log - [INFO] - [E:395| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:12:23,198 - yago11k_0.001.log - [INFO] - [E:395| 200]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:13:27,547 - yago11k_0.001.log - [INFO] - [E:395| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:14:31,945 - yago11k_0.001.log - [INFO] - [E:395| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:15:36,318 - yago11k_0.001.log - [INFO] - [E:395| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:16:40,359 - yago11k_0.001.log - [INFO] - [E:395| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:16:40,360 - yago11k_0.001.log - [INFO] - [Epoch:395]: Training Loss:0.001108 + +2023-06-13 08:16:40,590 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 08:16:52,949 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 08:17:05,085 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.41376, Head : 0.2349, Avg : 0.32433 + +2023-06-13 08:17:05,085 - yago11k_0.001.log - [INFO] - [Epoch 395]: Training Loss: 0.0011075, Valid MRR: 0.32616, + + + +2023-06-13 08:17:05,734 - yago11k_0.001.log - [INFO] - [E:396| 0]: Train Loss:0.0010919, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:18:10,094 - yago11k_0.001.log - [INFO] - [E:396| 100]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:19:14,490 - yago11k_0.001.log - [INFO] - [E:396| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:20:18,818 - yago11k_0.001.log - [INFO] - [E:396| 300]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:21:23,199 - yago11k_0.001.log - [INFO] - [E:396| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:22:27,579 - yago11k_0.001.log - [INFO] - [E:396| 500]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:23:31,564 - yago11k_0.001.log - [INFO] - [E:396| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:23:31,564 - yago11k_0.001.log - [INFO] - [Epoch:396]: Training Loss:0.001107 + +2023-06-13 08:23:31,784 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 08:23:44,117 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 08:23:56,261 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.41301, Head : 0.2341, Avg : 0.32356 + +2023-06-13 08:23:56,262 - yago11k_0.001.log - [INFO] - [Epoch 396]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-06-13 08:23:56,914 - yago11k_0.001.log - [INFO] - [E:397| 0]: Train Loss:0.0010969, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:25:01,311 - yago11k_0.001.log - [INFO] - [E:397| 100]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:26:05,772 - yago11k_0.001.log - [INFO] - [E:397| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:27:10,106 - yago11k_0.001.log - [INFO] - [E:397| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:28:14,565 - yago11k_0.001.log - [INFO] - [E:397| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:29:18,974 - yago11k_0.001.log - [INFO] - [E:397| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:30:22,942 - yago11k_0.001.log - [INFO] - [E:397| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:30:22,942 - yago11k_0.001.log - [INFO] - [Epoch:397]: Training Loss:0.001107 + +2023-06-13 08:30:23,162 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 08:30:35,491 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 08:30:47,655 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.41184, Head : 0.23554, Avg : 0.32369 + +2023-06-13 08:30:47,655 - yago11k_0.001.log - [INFO] - [Epoch 397]: Training Loss: 0.0011071, Valid MRR: 0.32616, + + + +2023-06-13 08:30:48,304 - yago11k_0.001.log - [INFO] - [E:398| 0]: Train Loss:0.0011113, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:31:52,725 - yago11k_0.001.log - [INFO] - [E:398| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:32:57,108 - yago11k_0.001.log - [INFO] - [E:398| 200]: Train Loss:0.0011088, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:34:01,607 - yago11k_0.001.log - [INFO] - [E:398| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:35:06,001 - yago11k_0.001.log - [INFO] - [E:398| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:36:10,381 - yago11k_0.001.log - [INFO] - [E:398| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:37:14,393 - yago11k_0.001.log - [INFO] - [E:398| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:37:14,393 - yago11k_0.001.log - [INFO] - [Epoch:398]: Training Loss:0.001107 + +2023-06-13 08:37:14,613 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 08:37:26,923 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 08:37:39,063 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.41536, Head : 0.23278, Avg : 0.32407 + +2023-06-13 08:37:39,063 - yago11k_0.001.log - [INFO] - [Epoch 398]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-06-13 08:37:39,711 - yago11k_0.001.log - [INFO] - [E:399| 0]: Train Loss:0.0010941, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:38:44,130 - yago11k_0.001.log - [INFO] - [E:399| 100]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:39:48,529 - yago11k_0.001.log - [INFO] - [E:399| 200]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:40:52,961 - yago11k_0.001.log - [INFO] - [E:399| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:41:57,350 - yago11k_0.001.log - [INFO] - [E:399| 400]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:43:01,833 - yago11k_0.001.log - [INFO] - [E:399| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:44:05,798 - yago11k_0.001.log - [INFO] - [E:399| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:44:05,799 - yago11k_0.001.log - [INFO] - [Epoch:399]: Training Loss:0.001107 + +2023-06-13 08:44:06,019 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 08:44:18,395 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 08:44:30,622 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.41251, Head : 0.23381, Avg : 0.32316 + MR: Tail : 636.6, Head : 1029.5, Avg : 833.03 + Hit-1: Tail : 0.33134, Head : 0.192, Avg : 0.26167 + Hit-3: Tail : 0.44415, Head : 0.23131, Avg : 0.33773 + Hit-10: Tail : 0.57724, Head : 0.31675, Avg : 0.447 +2023-06-13 08:44:30,622 - yago11k_0.001.log - [INFO] - [Epoch 399]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-06-13 08:44:31,271 - yago11k_0.001.log - [INFO] - [E:400| 0]: Train Loss:0.0010934, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:45:35,644 - yago11k_0.001.log - [INFO] - [E:400| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:46:40,142 - yago11k_0.001.log - [INFO] - [E:400| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:47:44,523 - yago11k_0.001.log - [INFO] - [E:400| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:48:48,985 - yago11k_0.001.log - [INFO] - [E:400| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:49:53,355 - yago11k_0.001.log - [INFO] - [E:400| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:50:57,372 - yago11k_0.001.log - [INFO] - [E:400| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:50:57,372 - yago11k_0.001.log - [INFO] - [Epoch:400]: Training Loss:0.001107 + +2023-06-13 08:50:57,593 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 08:51:09,917 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 08:51:22,073 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.40897, Head : 0.23402, Avg : 0.32149 + +2023-06-13 08:51:22,073 - yago11k_0.001.log - [INFO] - [Epoch 400]: Training Loss: 0.0011071, Valid MRR: 0.32616, + + + +2023-06-13 08:51:22,722 - yago11k_0.001.log - [INFO] - [E:401| 0]: Train Loss:0.0011318, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:52:27,133 - yago11k_0.001.log - [INFO] - [E:401| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:53:31,597 - yago11k_0.001.log - [INFO] - [E:401| 200]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:54:35,995 - yago11k_0.001.log - [INFO] - [E:401| 300]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:55:40,455 - yago11k_0.001.log - [INFO] - [E:401| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:56:44,837 - yago11k_0.001.log - [INFO] - [E:401| 500]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:57:48,823 - yago11k_0.001.log - [INFO] - [E:401| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:57:48,823 - yago11k_0.001.log - [INFO] - [Epoch:401]: Training Loss:0.001107 + +2023-06-13 08:57:49,043 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 08:58:01,365 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 08:58:13,541 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.41378, Head : 0.23359, Avg : 0.32368 + +2023-06-13 08:58:13,542 - yago11k_0.001.log - [INFO] - [Epoch 401]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-06-13 08:58:14,190 - yago11k_0.001.log - [INFO] - [E:402| 0]: Train Loss:0.0011035, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 08:59:18,611 - yago11k_0.001.log - [INFO] - [E:402| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:00:23,036 - yago11k_0.001.log - [INFO] - [E:402| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:01:27,397 - yago11k_0.001.log - [INFO] - [E:402| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:02:31,819 - yago11k_0.001.log - [INFO] - [E:402| 400]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:03:36,217 - yago11k_0.001.log - [INFO] - [E:402| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:04:40,162 - yago11k_0.001.log - [INFO] - [E:402| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:04:40,163 - yago11k_0.001.log - [INFO] - [Epoch:402]: Training Loss:0.001107 + +2023-06-13 09:04:40,383 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 09:04:52,733 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 09:05:04,904 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.41518, Head : 0.23355, Avg : 0.32437 + +2023-06-13 09:05:04,904 - yago11k_0.001.log - [INFO] - [Epoch 402]: Training Loss: 0.001107, Valid MRR: 0.32616, + + + +2023-06-13 09:05:05,553 - yago11k_0.001.log - [INFO] - [E:403| 0]: Train Loss:0.0011045, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:06:10,006 - yago11k_0.001.log - [INFO] - [E:403| 100]: Train Loss:0.0011041, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:07:14,342 - yago11k_0.001.log - [INFO] - [E:403| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:08:18,908 - yago11k_0.001.log - [INFO] - [E:403| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:09:23,403 - yago11k_0.001.log - [INFO] - [E:403| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:10:28,099 - yago11k_0.001.log - [INFO] - [E:403| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:11:42,540 - yago11k_0.001.log - [INFO] - [E:403| 600]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:11:42,540 - yago11k_0.001.log - [INFO] - [Epoch:403]: Training Loss:0.001107 + +2023-06-13 09:11:42,872 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 09:12:01,811 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 09:12:20,231 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.41207, Head : 0.2349, Avg : 0.32349 + +2023-06-13 09:12:20,231 - yago11k_0.001.log - [INFO] - [Epoch 403]: Training Loss: 0.0011069, Valid MRR: 0.32616, + + + +2023-06-13 09:12:21,217 - yago11k_0.001.log - [INFO] - [E:404| 0]: Train Loss:0.0011172, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:13:54,987 - yago11k_0.001.log - [INFO] - [E:404| 100]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:15:31,594 - yago11k_0.001.log - [INFO] - [E:404| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:17:08,063 - yago11k_0.001.log - [INFO] - [E:404| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:18:43,879 - yago11k_0.001.log - [INFO] - [E:404| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:20:20,288 - yago11k_0.001.log - [INFO] - [E:404| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:21:56,171 - yago11k_0.001.log - [INFO] - [E:404| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:21:56,172 - yago11k_0.001.log - [INFO] - [Epoch:404]: Training Loss:0.001106 + +2023-06-13 09:21:56,507 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 09:22:15,412 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 09:22:32,920 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.41431, Head : 0.23264, Avg : 0.32348 + +2023-06-13 09:22:32,920 - yago11k_0.001.log - [INFO] - [Epoch 404]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-06-13 09:22:33,898 - yago11k_0.001.log - [INFO] - [E:405| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:24:10,340 - yago11k_0.001.log - [INFO] - [E:405| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:25:46,920 - yago11k_0.001.log - [INFO] - [E:405| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:27:23,352 - yago11k_0.001.log - [INFO] - [E:405| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:28:59,492 - yago11k_0.001.log - [INFO] - [E:405| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:30:36,281 - yago11k_0.001.log - [INFO] - [E:405| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:32:12,396 - yago11k_0.001.log - [INFO] - [E:405| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:32:12,396 - yago11k_0.001.log - [INFO] - [Epoch:405]: Training Loss:0.001107 + +2023-06-13 09:32:12,736 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 09:32:30,700 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 09:32:49,311 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.41175, Head : 0.2329, Avg : 0.32233 + +2023-06-13 09:32:49,311 - yago11k_0.001.log - [INFO] - [Epoch 405]: Training Loss: 0.001107, Valid MRR: 0.32616, + + + +2023-06-13 09:32:50,300 - yago11k_0.001.log - [INFO] - [E:406| 0]: Train Loss:0.0011003, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:34:27,031 - yago11k_0.001.log - [INFO] - [E:406| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:36:03,416 - yago11k_0.001.log - [INFO] - [E:406| 200]: Train Loss:0.0011092, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:37:39,344 - yago11k_0.001.log - [INFO] - [E:406| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:39:16,137 - yago11k_0.001.log - [INFO] - [E:406| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:40:52,771 - yago11k_0.001.log - [INFO] - [E:406| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:42:27,430 - yago11k_0.001.log - [INFO] - [E:406| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:42:27,430 - yago11k_0.001.log - [INFO] - [Epoch:406]: Training Loss:0.001108 + +2023-06-13 09:42:27,771 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 09:42:46,653 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 09:43:05,286 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.41662, Head : 0.23331, Avg : 0.32497 + +2023-06-13 09:43:05,286 - yago11k_0.001.log - [INFO] - [Epoch 406]: Training Loss: 0.0011076, Valid MRR: 0.32616, + + + +2023-06-13 09:43:06,260 - yago11k_0.001.log - [INFO] - [E:407| 0]: Train Loss:0.0011083, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:44:42,871 - yago11k_0.001.log - [INFO] - [E:407| 100]: Train Loss:0.0011096, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:46:18,767 - yago11k_0.001.log - [INFO] - [E:407| 200]: Train Loss:0.001108, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:47:55,369 - yago11k_0.001.log - [INFO] - [E:407| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:49:31,924 - yago11k_0.001.log - [INFO] - [E:407| 400]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:51:07,710 - yago11k_0.001.log - [INFO] - [E:407| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:52:43,979 - yago11k_0.001.log - [INFO] - [E:407| 600]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:52:43,979 - yago11k_0.001.log - [INFO] - [Epoch:407]: Training Loss:0.001107 + +2023-06-13 09:52:44,321 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 09:53:03,073 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 09:53:21,625 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.41516, Head : 0.23588, Avg : 0.32552 + +2023-06-13 09:53:21,625 - yago11k_0.001.log - [INFO] - [Epoch 407]: Training Loss: 0.0011067, Valid MRR: 0.32616, + + + +2023-06-13 09:53:22,615 - yago11k_0.001.log - [INFO] - [E:408| 0]: Train Loss:0.0010984, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:54:58,309 - yago11k_0.001.log - [INFO] - [E:408| 100]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:56:35,166 - yago11k_0.001.log - [INFO] - [E:408| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:58:12,039 - yago11k_0.001.log - [INFO] - [E:408| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 09:59:47,826 - yago11k_0.001.log - [INFO] - [E:408| 400]: Train Loss:0.0011068, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:01:24,836 - yago11k_0.001.log - [INFO] - [E:408| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:03:01,011 - yago11k_0.001.log - [INFO] - [E:408| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:03:01,012 - yago11k_0.001.log - [INFO] - [Epoch:408]: Training Loss:0.001106 + +2023-06-13 10:03:01,347 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 10:03:20,033 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 10:03:37,995 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.41071, Head : 0.23214, Avg : 0.32142 + +2023-06-13 10:03:37,995 - yago11k_0.001.log - [INFO] - [Epoch 408]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-06-13 10:03:38,978 - yago11k_0.001.log - [INFO] - [E:409| 0]: Train Loss:0.0010873, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:05:15,782 - yago11k_0.001.log - [INFO] - [E:409| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:06:52,502 - yago11k_0.001.log - [INFO] - [E:409| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:08:28,154 - yago11k_0.001.log - [INFO] - [E:409| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:10:04,574 - yago11k_0.001.log - [INFO] - [E:409| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:11:41,116 - yago11k_0.001.log - [INFO] - [E:409| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:13:16,266 - yago11k_0.001.log - [INFO] - [E:409| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:13:16,267 - yago11k_0.001.log - [INFO] - [Epoch:409]: Training Loss:0.001106 + +2023-06-13 10:13:16,554 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 10:13:35,243 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 10:13:53,709 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.41303, Head : 0.23298, Avg : 0.32301 + MR: Tail : 664.73, Head : 1025.6, Avg : 845.15 + Hit-1: Tail : 0.33051, Head : 0.19214, Avg : 0.26132 + Hit-3: Tail : 0.44679, Head : 0.23131, Avg : 0.33905 + Hit-10: Tail : 0.57433, Head : 0.31092, Avg : 0.44262 +2023-06-13 10:13:53,709 - yago11k_0.001.log - [INFO] - [Epoch 409]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-06-13 10:13:54,681 - yago11k_0.001.log - [INFO] - [E:410| 0]: Train Loss:0.0011203, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:15:30,820 - yago11k_0.001.log - [INFO] - [E:410| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:17:06,131 - yago11k_0.001.log - [INFO] - [E:410| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:18:42,288 - yago11k_0.001.log - [INFO] - [E:410| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:20:18,780 - yago11k_0.001.log - [INFO] - [E:410| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:21:54,730 - yago11k_0.001.log - [INFO] - [E:410| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:23:29,788 - yago11k_0.001.log - [INFO] - [E:410| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:23:29,789 - yago11k_0.001.log - [INFO] - [Epoch:410]: Training Loss:0.001106 + +2023-06-13 10:23:30,132 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 10:23:48,922 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 10:24:07,423 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.41492, Head : 0.23389, Avg : 0.3244 + +2023-06-13 10:24:07,423 - yago11k_0.001.log - [INFO] - [Epoch 410]: Training Loss: 0.0011062, Valid MRR: 0.32616, + + + +2023-06-13 10:24:08,370 - yago11k_0.001.log - [INFO] - [E:411| 0]: Train Loss:0.001112, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:25:43,815 - yago11k_0.001.log - [INFO] - [E:411| 100]: Train Loss:0.0011046, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:27:20,258 - yago11k_0.001.log - [INFO] - [E:411| 200]: Train Loss:0.0011052, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:28:56,568 - yago11k_0.001.log - [INFO] - [E:411| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:30:32,627 - yago11k_0.001.log - [INFO] - [E:411| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:32:08,051 - yago11k_0.001.log - [INFO] - [E:411| 500]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:33:44,025 - yago11k_0.001.log - [INFO] - [E:411| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:33:44,025 - yago11k_0.001.log - [INFO] - [Epoch:411]: Training Loss:0.001106 + +2023-06-13 10:33:44,361 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 10:34:03,258 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 10:34:20,728 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.41539, Head : 0.23504, Avg : 0.32521 + +2023-06-13 10:34:20,729 - yago11k_0.001.log - [INFO] - [Epoch 411]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-06-13 10:34:21,712 - yago11k_0.001.log - [INFO] - [E:412| 0]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:35:58,700 - yago11k_0.001.log - [INFO] - [E:412| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:37:35,415 - yago11k_0.001.log - [INFO] - [E:412| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:39:11,768 - yago11k_0.001.log - [INFO] - [E:412| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:40:47,489 - yago11k_0.001.log - [INFO] - [E:412| 400]: Train Loss:0.001106, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:42:24,339 - yago11k_0.001.log - [INFO] - [E:412| 500]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:44:00,454 - yago11k_0.001.log - [INFO] - [E:412| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:44:00,455 - yago11k_0.001.log - [INFO] - [Epoch:412]: Training Loss:0.001106 + +2023-06-13 10:44:00,797 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 10:44:18,729 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 10:44:37,358 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.41186, Head : 0.23542, Avg : 0.32364 + +2023-06-13 10:44:37,358 - yago11k_0.001.log - [INFO] - [Epoch 412]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-06-13 10:44:38,344 - yago11k_0.001.log - [INFO] - [E:413| 0]: Train Loss:0.0010921, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:46:14,972 - yago11k_0.001.log - [INFO] - [E:413| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:47:51,452 - yago11k_0.001.log - [INFO] - [E:413| 200]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:49:27,236 - yago11k_0.001.log - [INFO] - [E:413| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:51:03,438 - yago11k_0.001.log - [INFO] - [E:413| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:52:40,044 - yago11k_0.001.log - [INFO] - [E:413| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:54:14,672 - yago11k_0.001.log - [INFO] - [E:413| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:54:14,672 - yago11k_0.001.log - [INFO] - [Epoch:413]: Training Loss:0.001106 + +2023-06-13 10:54:14,993 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 10:54:33,738 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 10:54:52,244 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.41253, Head : 0.2361, Avg : 0.32432 + +2023-06-13 10:54:52,244 - yago11k_0.001.log - [INFO] - [Epoch 413]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-06-13 10:54:53,195 - yago11k_0.001.log - [INFO] - [E:414| 0]: Train Loss:0.0011106, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:56:29,570 - yago11k_0.001.log - [INFO] - [E:414| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:58:04,997 - yago11k_0.001.log - [INFO] - [E:414| 200]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 10:59:41,482 - yago11k_0.001.log - [INFO] - [E:414| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:01:17,819 - yago11k_0.001.log - [INFO] - [E:414| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:02:53,047 - yago11k_0.001.log - [INFO] - [E:414| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:04:28,747 - yago11k_0.001.log - [INFO] - [E:414| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:04:28,747 - yago11k_0.001.log - [INFO] - [Epoch:414]: Training Loss:0.001106 + +2023-06-13 11:04:29,098 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 11:04:47,893 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 11:05:06,403 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.41166, Head : 0.23296, Avg : 0.32231 + +2023-06-13 11:05:06,403 - yago11k_0.001.log - [INFO] - [Epoch 414]: Training Loss: 0.0011062, Valid MRR: 0.32616, + + + +2023-06-13 11:05:07,345 - yago11k_0.001.log - [INFO] - [E:415| 0]: Train Loss:0.0010963, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:06:42,795 - yago11k_0.001.log - [INFO] - [E:415| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:08:19,161 - yago11k_0.001.log - [INFO] - [E:415| 200]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:09:55,450 - yago11k_0.001.log - [INFO] - [E:415| 300]: Train Loss:0.001105, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:11:30,789 - yago11k_0.001.log - [INFO] - [E:415| 400]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:13:07,224 - yago11k_0.001.log - [INFO] - [E:415| 500]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:14:42,815 - yago11k_0.001.log - [INFO] - [E:415| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:14:42,815 - yago11k_0.001.log - [INFO] - [Epoch:415]: Training Loss:0.001106 + +2023-06-13 11:14:43,160 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 11:15:01,877 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 11:15:17,214 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.41114, Head : 0.23275, Avg : 0.32194 + +2023-06-13 11:15:17,214 - yago11k_0.001.log - [INFO] - [Epoch 415]: Training Loss: 0.001106, Valid MRR: 0.32616, + + + +2023-06-13 11:15:17,861 - yago11k_0.001.log - [INFO] - [E:416| 0]: Train Loss:0.0011231, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:16:22,092 - yago11k_0.001.log - [INFO] - [E:416| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:17:26,315 - yago11k_0.001.log - [INFO] - [E:416| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:18:30,495 - yago11k_0.001.log - [INFO] - [E:416| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:19:34,645 - yago11k_0.001.log - [INFO] - [E:416| 400]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:20:38,959 - yago11k_0.001.log - [INFO] - [E:416| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:21:42,748 - yago11k_0.001.log - [INFO] - [E:416| 600]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:21:42,749 - yago11k_0.001.log - [INFO] - [Epoch:416]: Training Loss:0.001106 + +2023-06-13 11:21:42,969 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 11:21:55,274 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 11:22:07,417 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.41167, Head : 0.23252, Avg : 0.3221 + +2023-06-13 11:22:07,418 - yago11k_0.001.log - [INFO] - [Epoch 416]: Training Loss: 0.0011058, Valid MRR: 0.32616, + + + +2023-06-13 11:22:08,064 - yago11k_0.001.log - [INFO] - [E:417| 0]: Train Loss:0.0011095, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:23:12,333 - yago11k_0.001.log - [INFO] - [E:417| 100]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:24:16,555 - yago11k_0.001.log - [INFO] - [E:417| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:25:20,832 - yago11k_0.001.log - [INFO] - [E:417| 300]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:26:25,018 - yago11k_0.001.log - [INFO] - [E:417| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:27:29,230 - yago11k_0.001.log - [INFO] - [E:417| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:28:33,113 - yago11k_0.001.log - [INFO] - [E:417| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:28:33,113 - yago11k_0.001.log - [INFO] - [Epoch:417]: Training Loss:0.001106 + +2023-06-13 11:28:33,332 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 11:28:45,684 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 11:28:57,804 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.41553, Head : 0.23326, Avg : 0.3244 + +2023-06-13 11:28:57,804 - yago11k_0.001.log - [INFO] - [Epoch 417]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-06-13 11:28:58,449 - yago11k_0.001.log - [INFO] - [E:418| 0]: Train Loss:0.0011153, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:30:02,580 - yago11k_0.001.log - [INFO] - [E:418| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:31:06,853 - yago11k_0.001.log - [INFO] - [E:418| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:32:11,111 - yago11k_0.001.log - [INFO] - [E:418| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:33:15,391 - yago11k_0.001.log - [INFO] - [E:418| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:34:19,594 - yago11k_0.001.log - [INFO] - [E:418| 500]: Train Loss:0.001106, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:35:23,330 - yago11k_0.001.log - [INFO] - [E:418| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:35:23,330 - yago11k_0.001.log - [INFO] - [Epoch:418]: Training Loss:0.001106 + +2023-06-13 11:35:23,549 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 11:35:35,851 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 11:35:47,986 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.40846, Head : 0.23295, Avg : 0.32071 + +2023-06-13 11:35:47,986 - yago11k_0.001.log - [INFO] - [Epoch 418]: Training Loss: 0.001106, Valid MRR: 0.32616, + + + +2023-06-13 11:35:48,633 - yago11k_0.001.log - [INFO] - [E:419| 0]: Train Loss:0.0011118, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:36:52,821 - yago11k_0.001.log - [INFO] - [E:419| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:37:57,010 - yago11k_0.001.log - [INFO] - [E:419| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:39:01,198 - yago11k_0.001.log - [INFO] - [E:419| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:40:05,453 - yago11k_0.001.log - [INFO] - [E:419| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:41:09,674 - yago11k_0.001.log - [INFO] - [E:419| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:42:13,485 - yago11k_0.001.log - [INFO] - [E:419| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:42:13,485 - yago11k_0.001.log - [INFO] - [Epoch:419]: Training Loss:0.001106 + +2023-06-13 11:42:13,705 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 11:42:25,988 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 11:42:38,098 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.41221, Head : 0.2333, Avg : 0.32275 + MR: Tail : 646.34, Head : 1043.8, Avg : 845.06 + Hit-1: Tail : 0.33134, Head : 0.19144, Avg : 0.26139 + Hit-3: Tail : 0.44429, Head : 0.23173, Avg : 0.33801 + Hit-10: Tail : 0.57627, Head : 0.31467, Avg : 0.44547 +2023-06-13 11:42:38,098 - yago11k_0.001.log - [INFO] - [Epoch 419]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-06-13 11:42:38,744 - yago11k_0.001.log - [INFO] - [E:420| 0]: Train Loss:0.0010997, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:43:42,946 - yago11k_0.001.log - [INFO] - [E:420| 100]: Train Loss:0.0011042, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:44:47,078 - yago11k_0.001.log - [INFO] - [E:420| 200]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:45:51,356 - yago11k_0.001.log - [INFO] - [E:420| 300]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:46:55,603 - yago11k_0.001.log - [INFO] - [E:420| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:47:59,821 - yago11k_0.001.log - [INFO] - [E:420| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:49:03,652 - yago11k_0.001.log - [INFO] - [E:420| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:49:03,652 - yago11k_0.001.log - [INFO] - [Epoch:420]: Training Loss:0.001106 + +2023-06-13 11:49:03,871 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 11:49:16,162 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 11:49:28,283 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.41398, Head : 0.23484, Avg : 0.32441 + +2023-06-13 11:49:28,283 - yago11k_0.001.log - [INFO] - [Epoch 420]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-06-13 11:49:28,938 - yago11k_0.001.log - [INFO] - [E:421| 0]: Train Loss:0.001107, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:50:33,239 - yago11k_0.001.log - [INFO] - [E:421| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:51:37,447 - yago11k_0.001.log - [INFO] - [E:421| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:52:41,613 - yago11k_0.001.log - [INFO] - [E:421| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:53:45,803 - yago11k_0.001.log - [INFO] - [E:421| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:54:50,128 - yago11k_0.001.log - [INFO] - [E:421| 500]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:55:53,858 - yago11k_0.001.log - [INFO] - [E:421| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:55:53,858 - yago11k_0.001.log - [INFO] - [Epoch:421]: Training Loss:0.001106 + +2023-06-13 11:55:54,077 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 11:56:06,386 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 11:56:18,517 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.41824, Head : 0.2335, Avg : 0.32587 + +2023-06-13 11:56:18,517 - yago11k_0.001.log - [INFO] - [Epoch 421]: Training Loss: 0.0011055, Valid MRR: 0.32616, + + + +2023-06-13 11:56:19,166 - yago11k_0.001.log - [INFO] - [E:422| 0]: Train Loss:0.0011008, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:57:23,501 - yago11k_0.001.log - [INFO] - [E:422| 100]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:58:27,700 - yago11k_0.001.log - [INFO] - [E:422| 200]: Train Loss:0.0011051, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 11:59:31,896 - yago11k_0.001.log - [INFO] - [E:422| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:00:36,005 - yago11k_0.001.log - [INFO] - [E:422| 400]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:01:40,085 - yago11k_0.001.log - [INFO] - [E:422| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:02:43,878 - yago11k_0.001.log - [INFO] - [E:422| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:02:43,878 - yago11k_0.001.log - [INFO] - [Epoch:422]: Training Loss:0.001105 + +2023-06-13 12:02:44,097 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 12:02:56,438 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 12:03:08,597 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.4135, Head : 0.235, Avg : 0.32425 + +2023-06-13 12:03:08,597 - yago11k_0.001.log - [INFO] - [Epoch 422]: Training Loss: 0.0011055, Valid MRR: 0.32616, + + + +2023-06-13 12:03:09,244 - yago11k_0.001.log - [INFO] - [E:423| 0]: Train Loss:0.0010893, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:04:13,487 - yago11k_0.001.log - [INFO] - [E:423| 100]: Train Loss:0.0011023, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:05:17,700 - yago11k_0.001.log - [INFO] - [E:423| 200]: Train Loss:0.0011045, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:06:21,855 - yago11k_0.001.log - [INFO] - [E:423| 300]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:07:26,133 - yago11k_0.001.log - [INFO] - [E:423| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:08:30,311 - yago11k_0.001.log - [INFO] - [E:423| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:09:33,986 - yago11k_0.001.log - [INFO] - [E:423| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:09:33,987 - yago11k_0.001.log - [INFO] - [Epoch:423]: Training Loss:0.001106 + +2023-06-13 12:09:34,205 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 12:09:46,488 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 12:09:58,597 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.40776, Head : 0.23329, Avg : 0.32053 + +2023-06-13 12:09:58,597 - yago11k_0.001.log - [INFO] - [Epoch 423]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-06-13 12:09:59,244 - yago11k_0.001.log - [INFO] - [E:424| 0]: Train Loss:0.0011189, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:11:03,352 - yago11k_0.001.log - [INFO] - [E:424| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:12:07,545 - yago11k_0.001.log - [INFO] - [E:424| 200]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:13:11,694 - yago11k_0.001.log - [INFO] - [E:424| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:14:15,878 - yago11k_0.001.log - [INFO] - [E:424| 400]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:15:20,007 - yago11k_0.001.log - [INFO] - [E:424| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:16:23,815 - yago11k_0.001.log - [INFO] - [E:424| 600]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_0.001.log +2023-06-13 12:16:23,815 - yago11k_0.001.log - [INFO] - [Epoch:424]: Training Loss:0.001105 + +2023-06-13 12:16:24,034 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 12:16:36,326 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 12:16:48,481 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.41703, Head : 0.23558, Avg : 0.32631 + +2023-06-13 12:16:49,529 - yago11k_0.001.log - [INFO] - [Epoch 424]: Training Loss: 0.0011054, Valid MRR: 0.32631, + + + +2023-06-13 12:16:50,183 - yago11k_0.001.log - [INFO] - [E:425| 0]: Train Loss:0.0011104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:17:54,440 - yago11k_0.001.log - [INFO] - [E:425| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:18:58,543 - yago11k_0.001.log - [INFO] - [E:425| 200]: Train Loss:0.001105, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:20:02,739 - yago11k_0.001.log - [INFO] - [E:425| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:21:06,999 - yago11k_0.001.log - [INFO] - [E:425| 400]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:22:11,133 - yago11k_0.001.log - [INFO] - [E:425| 500]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:23:14,793 - yago11k_0.001.log - [INFO] - [E:425| 600]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:23:14,793 - yago11k_0.001.log - [INFO] - [Epoch:425]: Training Loss:0.001105 + +2023-06-13 12:23:15,012 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 12:23:27,302 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 12:23:39,430 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.41391, Head : 0.23585, Avg : 0.32488 + +2023-06-13 12:23:39,430 - yago11k_0.001.log - [INFO] - [Epoch 425]: Training Loss: 0.0011053, Valid MRR: 0.32631, + + + +2023-06-13 12:23:40,079 - yago11k_0.001.log - [INFO] - [E:426| 0]: Train Loss:0.0011018, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:24:44,382 - yago11k_0.001.log - [INFO] - [E:426| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:25:48,559 - yago11k_0.001.log - [INFO] - [E:426| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:26:52,718 - yago11k_0.001.log - [INFO] - [E:426| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:27:56,897 - yago11k_0.001.log - [INFO] - [E:426| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:29:01,199 - yago11k_0.001.log - [INFO] - [E:426| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:30:04,878 - yago11k_0.001.log - [INFO] - [E:426| 600]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:30:04,878 - yago11k_0.001.log - [INFO] - [Epoch:426]: Training Loss:0.001105 + +2023-06-13 12:30:05,097 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 12:30:17,407 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 12:30:29,530 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.41439, Head : 0.23477, Avg : 0.32458 + +2023-06-13 12:30:29,530 - yago11k_0.001.log - [INFO] - [Epoch 426]: Training Loss: 0.0011051, Valid MRR: 0.32631, + + + +2023-06-13 12:30:30,180 - yago11k_0.001.log - [INFO] - [E:427| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:31:34,343 - yago11k_0.001.log - [INFO] - [E:427| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:32:38,579 - yago11k_0.001.log - [INFO] - [E:427| 200]: Train Loss:0.0011062, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:33:42,823 - yago11k_0.001.log - [INFO] - [E:427| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:34:46,909 - yago11k_0.001.log - [INFO] - [E:427| 400]: Train Loss:0.0011059, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:35:51,066 - yago11k_0.001.log - [INFO] - [E:427| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:36:54,803 - yago11k_0.001.log - [INFO] - [E:427| 600]: Train Loss:0.0011052, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:36:54,803 - yago11k_0.001.log - [INFO] - [Epoch:427]: Training Loss:0.001105 + +2023-06-13 12:36:55,023 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 12:37:07,309 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 12:37:19,474 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.4116, Head : 0.23329, Avg : 0.32244 + +2023-06-13 12:37:19,474 - yago11k_0.001.log - [INFO] - [Epoch 427]: Training Loss: 0.0011052, Valid MRR: 0.32631, + + + +2023-06-13 12:37:20,139 - yago11k_0.001.log - [INFO] - [E:428| 0]: Train Loss:0.0010884, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:38:24,316 - yago11k_0.001.log - [INFO] - [E:428| 100]: Train Loss:0.0011062, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:39:28,527 - yago11k_0.001.log - [INFO] - [E:428| 200]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:40:32,698 - yago11k_0.001.log - [INFO] - [E:428| 300]: Train Loss:0.001105, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:41:36,964 - yago11k_0.001.log - [INFO] - [E:428| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:42:41,136 - yago11k_0.001.log - [INFO] - [E:428| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:43:44,872 - yago11k_0.001.log - [INFO] - [E:428| 600]: Train Loss:0.001105, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:43:44,872 - yago11k_0.001.log - [INFO] - [Epoch:428]: Training Loss:0.001105 + +2023-06-13 12:43:45,092 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 12:43:57,380 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 12:44:09,498 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.41183, Head : 0.23423, Avg : 0.32303 + +2023-06-13 12:44:09,498 - yago11k_0.001.log - [INFO] - [Epoch 428]: Training Loss: 0.001105, Valid MRR: 0.32631, + + + +2023-06-13 12:44:10,145 - yago11k_0.001.log - [INFO] - [E:429| 0]: Train Loss:0.0010839, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:45:14,310 - yago11k_0.001.log - [INFO] - [E:429| 100]: Train Loss:0.0011023, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:46:18,627 - yago11k_0.001.log - [INFO] - [E:429| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:47:22,720 - yago11k_0.001.log - [INFO] - [E:429| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:48:26,854 - yago11k_0.001.log - [INFO] - [E:429| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:49:31,023 - yago11k_0.001.log - [INFO] - [E:429| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:50:34,860 - yago11k_0.001.log - [INFO] - [E:429| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:50:34,860 - yago11k_0.001.log - [INFO] - [Epoch:429]: Training Loss:0.001105 + +2023-06-13 12:50:35,079 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 12:50:47,365 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 12:50:59,485 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.41487, Head : 0.23401, Avg : 0.32444 + MR: Tail : 652.24, Head : 1010.8, Avg : 831.5 + Hit-1: Tail : 0.33162, Head : 0.19283, Avg : 0.26223 + Hit-3: Tail : 0.45304, Head : 0.23159, Avg : 0.34232 + Hit-10: Tail : 0.58127, Head : 0.31412, Avg : 0.44769 +2023-06-13 12:50:59,485 - yago11k_0.001.log - [INFO] - [Epoch 429]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-06-13 12:51:00,132 - yago11k_0.001.log - [INFO] - [E:430| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:52:04,282 - yago11k_0.001.log - [INFO] - [E:430| 100]: Train Loss:0.0011087, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:53:08,467 - yago11k_0.001.log - [INFO] - [E:430| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:54:12,650 - yago11k_0.001.log - [INFO] - [E:430| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:55:16,910 - yago11k_0.001.log - [INFO] - [E:430| 400]: Train Loss:0.001105, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:56:21,091 - yago11k_0.001.log - [INFO] - [E:430| 500]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:57:24,723 - yago11k_0.001.log - [INFO] - [E:430| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:57:24,724 - yago11k_0.001.log - [INFO] - [Epoch:430]: Training Loss:0.001105 + +2023-06-13 12:57:24,942 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 12:57:37,222 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 12:57:49,348 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.41085, Head : 0.23533, Avg : 0.32309 + +2023-06-13 12:57:49,348 - yago11k_0.001.log - [INFO] - [Epoch 430]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-06-13 12:57:50,007 - yago11k_0.001.log - [INFO] - [E:431| 0]: Train Loss:0.0010948, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:58:54,303 - yago11k_0.001.log - [INFO] - [E:431| 100]: Train Loss:0.0011028, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 12:59:58,466 - yago11k_0.001.log - [INFO] - [E:431| 200]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:01:02,607 - yago11k_0.001.log - [INFO] - [E:431| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:02:06,772 - yago11k_0.001.log - [INFO] - [E:431| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:03:10,988 - yago11k_0.001.log - [INFO] - [E:431| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:04:14,723 - yago11k_0.001.log - [INFO] - [E:431| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:04:14,723 - yago11k_0.001.log - [INFO] - [Epoch:431]: Training Loss:0.001105 + +2023-06-13 13:04:14,942 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 13:04:27,226 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 13:04:39,342 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.41037, Head : 0.23424, Avg : 0.3223 + +2023-06-13 13:04:39,342 - yago11k_0.001.log - [INFO] - [Epoch 431]: Training Loss: 0.0011046, Valid MRR: 0.32631, + + + +2023-06-13 13:04:39,989 - yago11k_0.001.log - [INFO] - [E:432| 0]: Train Loss:0.0011212, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:05:44,112 - yago11k_0.001.log - [INFO] - [E:432| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:06:48,280 - yago11k_0.001.log - [INFO] - [E:432| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:07:52,637 - yago11k_0.001.log - [INFO] - [E:432| 300]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:08:56,793 - yago11k_0.001.log - [INFO] - [E:432| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:10:00,967 - yago11k_0.001.log - [INFO] - [E:432| 500]: Train Loss:0.001105, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:11:04,687 - yago11k_0.001.log - [INFO] - [E:432| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:11:04,688 - yago11k_0.001.log - [INFO] - [Epoch:432]: Training Loss:0.001105 + +2023-06-13 13:11:04,906 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 13:11:17,195 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 13:11:29,316 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.4113, Head : 0.23452, Avg : 0.32291 + +2023-06-13 13:11:29,316 - yago11k_0.001.log - [INFO] - [Epoch 432]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-06-13 13:11:29,963 - yago11k_0.001.log - [INFO] - [E:433| 0]: Train Loss:0.0011016, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:12:34,202 - yago11k_0.001.log - [INFO] - [E:433| 100]: Train Loss:0.0011075, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:13:38,333 - yago11k_0.001.log - [INFO] - [E:433| 200]: Train Loss:0.0011061, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:14:42,512 - yago11k_0.001.log - [INFO] - [E:433| 300]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:15:46,602 - yago11k_0.001.log - [INFO] - [E:433| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:16:50,860 - yago11k_0.001.log - [INFO] - [E:433| 500]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:17:54,580 - yago11k_0.001.log - [INFO] - [E:433| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:17:54,580 - yago11k_0.001.log - [INFO] - [Epoch:433]: Training Loss:0.001105 + +2023-06-13 13:17:54,800 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 13:18:07,077 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 13:18:19,200 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.41496, Head : 0.23722, Avg : 0.32609 + +2023-06-13 13:18:19,200 - yago11k_0.001.log - [INFO] - [Epoch 433]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-06-13 13:18:19,847 - yago11k_0.001.log - [INFO] - [E:434| 0]: Train Loss:0.0011155, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:19:23,955 - yago11k_0.001.log - [INFO] - [E:434| 100]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:20:28,153 - yago11k_0.001.log - [INFO] - [E:434| 200]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:21:32,346 - yago11k_0.001.log - [INFO] - [E:434| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:22:36,417 - yago11k_0.001.log - [INFO] - [E:434| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:23:40,463 - yago11k_0.001.log - [INFO] - [E:434| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:24:44,297 - yago11k_0.001.log - [INFO] - [E:434| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:24:44,297 - yago11k_0.001.log - [INFO] - [Epoch:434]: Training Loss:0.001105 + +2023-06-13 13:24:44,517 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 13:24:56,813 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 13:25:08,932 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.41456, Head : 0.2359, Avg : 0.32523 + +2023-06-13 13:25:08,932 - yago11k_0.001.log - [INFO] - [Epoch 434]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-06-13 13:25:09,578 - yago11k_0.001.log - [INFO] - [E:435| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:26:13,651 - yago11k_0.001.log - [INFO] - [E:435| 100]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:27:17,752 - yago11k_0.001.log - [INFO] - [E:435| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:28:21,817 - yago11k_0.001.log - [INFO] - [E:435| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:29:26,002 - yago11k_0.001.log - [INFO] - [E:435| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:30:30,060 - yago11k_0.001.log - [INFO] - [E:435| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:31:33,703 - yago11k_0.001.log - [INFO] - [E:435| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:31:33,704 - yago11k_0.001.log - [INFO] - [Epoch:435]: Training Loss:0.001105 + +2023-06-13 13:31:33,923 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 13:31:46,223 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 13:31:58,335 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.41312, Head : 0.23676, Avg : 0.32494 + +2023-06-13 13:31:58,335 - yago11k_0.001.log - [INFO] - [Epoch 435]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-06-13 13:31:58,982 - yago11k_0.001.log - [INFO] - [E:436| 0]: Train Loss:0.001126, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:33:03,071 - yago11k_0.001.log - [INFO] - [E:436| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:34:07,327 - yago11k_0.001.log - [INFO] - [E:436| 200]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:35:11,470 - yago11k_0.001.log - [INFO] - [E:436| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:36:15,659 - yago11k_0.001.log - [INFO] - [E:436| 400]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:37:19,904 - yago11k_0.001.log - [INFO] - [E:436| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:38:23,725 - yago11k_0.001.log - [INFO] - [E:436| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:38:23,726 - yago11k_0.001.log - [INFO] - [Epoch:436]: Training Loss:0.001105 + +2023-06-13 13:38:23,945 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 13:38:36,236 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 13:38:48,350 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.41663, Head : 0.23511, Avg : 0.32587 + +2023-06-13 13:38:48,350 - yago11k_0.001.log - [INFO] - [Epoch 436]: Training Loss: 0.0011046, Valid MRR: 0.32631, + + + +2023-06-13 13:38:48,997 - yago11k_0.001.log - [INFO] - [E:437| 0]: Train Loss:0.0011157, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:39:53,161 - yago11k_0.001.log - [INFO] - [E:437| 100]: Train Loss:0.0011016, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:40:57,318 - yago11k_0.001.log - [INFO] - [E:437| 200]: Train Loss:0.0011028, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:42:01,587 - yago11k_0.001.log - [INFO] - [E:437| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:43:05,662 - yago11k_0.001.log - [INFO] - [E:437| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:44:09,737 - yago11k_0.001.log - [INFO] - [E:437| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:45:13,397 - yago11k_0.001.log - [INFO] - [E:437| 600]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:45:13,397 - yago11k_0.001.log - [INFO] - [Epoch:437]: Training Loss:0.001105 + +2023-06-13 13:45:13,616 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 13:45:25,897 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 13:45:38,004 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.41627, Head : 0.23558, Avg : 0.32593 + +2023-06-13 13:45:38,005 - yago11k_0.001.log - [INFO] - [Epoch 437]: Training Loss: 0.0011045, Valid MRR: 0.32631, + + + +2023-06-13 13:45:38,650 - yago11k_0.001.log - [INFO] - [E:438| 0]: Train Loss:0.0010883, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:46:42,863 - yago11k_0.001.log - [INFO] - [E:438| 100]: Train Loss:0.0011061, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:47:47,066 - yago11k_0.001.log - [INFO] - [E:438| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:48:51,220 - yago11k_0.001.log - [INFO] - [E:438| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:49:55,373 - yago11k_0.001.log - [INFO] - [E:438| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:50:59,599 - yago11k_0.001.log - [INFO] - [E:438| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:52:03,286 - yago11k_0.001.log - [INFO] - [E:438| 600]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:52:03,286 - yago11k_0.001.log - [INFO] - [Epoch:438]: Training Loss:0.001104 + +2023-06-13 13:52:03,505 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 13:52:15,780 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 13:52:27,898 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.41316, Head : 0.23621, Avg : 0.32469 + +2023-06-13 13:52:27,898 - yago11k_0.001.log - [INFO] - [Epoch 438]: Training Loss: 0.0011043, Valid MRR: 0.32631, + + + +2023-06-13 13:52:28,545 - yago11k_0.001.log - [INFO] - [E:439| 0]: Train Loss:0.0010952, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:53:32,680 - yago11k_0.001.log - [INFO] - [E:439| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:54:36,833 - yago11k_0.001.log - [INFO] - [E:439| 200]: Train Loss:0.0011029, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:55:41,010 - yago11k_0.001.log - [INFO] - [E:439| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:56:45,073 - yago11k_0.001.log - [INFO] - [E:439| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:57:49,233 - yago11k_0.001.log - [INFO] - [E:439| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:58:52,831 - yago11k_0.001.log - [INFO] - [E:439| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 13:58:52,831 - yago11k_0.001.log - [INFO] - [Epoch:439]: Training Loss:0.001104 + +2023-06-13 13:58:53,051 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 13:59:05,392 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 13:59:17,556 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.41131, Head : 0.23644, Avg : 0.32388 + MR: Tail : 679.76, Head : 1018.4, Avg : 849.11 + Hit-1: Tail : 0.32565, Head : 0.1945, Avg : 0.26007 + Hit-3: Tail : 0.4504, Head : 0.23548, Avg : 0.34294 + Hit-10: Tail : 0.57919, Head : 0.31509, Avg : 0.44714 +2023-06-13 13:59:17,556 - yago11k_0.001.log - [INFO] - [Epoch 439]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-06-13 13:59:18,203 - yago11k_0.001.log - [INFO] - [E:440| 0]: Train Loss:0.0011176, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:00:22,327 - yago11k_0.001.log - [INFO] - [E:440| 100]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:01:26,469 - yago11k_0.001.log - [INFO] - [E:440| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:02:30,515 - yago11k_0.001.log - [INFO] - [E:440| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:03:34,717 - yago11k_0.001.log - [INFO] - [E:440| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:04:38,741 - yago11k_0.001.log - [INFO] - [E:440| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:05:42,436 - yago11k_0.001.log - [INFO] - [E:440| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:05:42,436 - yago11k_0.001.log - [INFO] - [Epoch:440]: Training Loss:0.001104 + +2023-06-13 14:05:42,656 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 14:05:54,960 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 14:06:07,086 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.41286, Head : 0.23395, Avg : 0.32341 + +2023-06-13 14:06:07,086 - yago11k_0.001.log - [INFO] - [Epoch 440]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-06-13 14:06:07,733 - yago11k_0.001.log - [INFO] - [E:441| 0]: Train Loss:0.0010775, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:07:11,856 - yago11k_0.001.log - [INFO] - [E:441| 100]: Train Loss:0.0011025, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:08:16,016 - yago11k_0.001.log - [INFO] - [E:441| 200]: Train Loss:0.0011027, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:09:20,125 - yago11k_0.001.log - [INFO] - [E:441| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:10:24,174 - yago11k_0.001.log - [INFO] - [E:441| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:11:28,293 - yago11k_0.001.log - [INFO] - [E:441| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:12:32,140 - yago11k_0.001.log - [INFO] - [E:441| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:12:32,140 - yago11k_0.001.log - [INFO] - [Epoch:441]: Training Loss:0.001104 + +2023-06-13 14:12:32,360 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 14:12:44,635 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 14:12:56,732 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.41647, Head : 0.23604, Avg : 0.32626 + +2023-06-13 14:12:56,732 - yago11k_0.001.log - [INFO] - [Epoch 441]: Training Loss: 0.0011044, Valid MRR: 0.32631, + + + +2023-06-13 14:12:57,379 - yago11k_0.001.log - [INFO] - [E:442| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:14:01,468 - yago11k_0.001.log - [INFO] - [E:442| 100]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:15:05,609 - yago11k_0.001.log - [INFO] - [E:442| 200]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:16:09,844 - yago11k_0.001.log - [INFO] - [E:442| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:17:14,056 - yago11k_0.001.log - [INFO] - [E:442| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:18:18,125 - yago11k_0.001.log - [INFO] - [E:442| 500]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:19:21,975 - yago11k_0.001.log - [INFO] - [E:442| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:19:21,975 - yago11k_0.001.log - [INFO] - [Epoch:442]: Training Loss:0.001104 + +2023-06-13 14:19:22,193 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 14:19:34,478 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 14:19:46,593 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.4151, Head : 0.23505, Avg : 0.32508 + +2023-06-13 14:19:46,593 - yago11k_0.001.log - [INFO] - [Epoch 442]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-06-13 14:19:47,239 - yago11k_0.001.log - [INFO] - [E:443| 0]: Train Loss:0.0011096, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:20:51,462 - yago11k_0.001.log - [INFO] - [E:443| 100]: Train Loss:0.001103, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:21:55,527 - yago11k_0.001.log - [INFO] - [E:443| 200]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:22:59,678 - yago11k_0.001.log - [INFO] - [E:443| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:24:03,805 - yago11k_0.001.log - [INFO] - [E:443| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:25:08,116 - yago11k_0.001.log - [INFO] - [E:443| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:26:11,863 - yago11k_0.001.log - [INFO] - [E:443| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:26:11,863 - yago11k_0.001.log - [INFO] - [Epoch:443]: Training Loss:0.001104 + +2023-06-13 14:26:12,082 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 14:26:24,360 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 14:26:36,504 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.41607, Head : 0.23479, Avg : 0.32543 + +2023-06-13 14:26:36,504 - yago11k_0.001.log - [INFO] - [Epoch 443]: Training Loss: 0.0011044, Valid MRR: 0.32631, + + + +2023-06-13 14:26:37,160 - yago11k_0.001.log - [INFO] - [E:444| 0]: Train Loss:0.001101, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:27:41,296 - yago11k_0.001.log - [INFO] - [E:444| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:28:45,528 - yago11k_0.001.log - [INFO] - [E:444| 200]: Train Loss:0.0011033, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:29:49,830 - yago11k_0.001.log - [INFO] - [E:444| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:30:53,997 - yago11k_0.001.log - [INFO] - [E:444| 400]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:31:58,180 - yago11k_0.001.log - [INFO] - [E:444| 500]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:33:01,966 - yago11k_0.001.log - [INFO] - [E:444| 600]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:33:01,966 - yago11k_0.001.log - [INFO] - [Epoch:444]: Training Loss:0.001104 + +2023-06-13 14:33:02,186 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 14:33:14,513 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 14:33:26,712 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.41608, Head : 0.23465, Avg : 0.32536 + +2023-06-13 14:33:26,712 - yago11k_0.001.log - [INFO] - [Epoch 444]: Training Loss: 0.0011041, Valid MRR: 0.32631, + + + +2023-06-13 14:33:27,360 - yago11k_0.001.log - [INFO] - [E:445| 0]: Train Loss:0.0011099, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:34:31,587 - yago11k_0.001.log - [INFO] - [E:445| 100]: Train Loss:0.0011069, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:35:35,804 - yago11k_0.001.log - [INFO] - [E:445| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:36:39,975 - yago11k_0.001.log - [INFO] - [E:445| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:37:44,223 - yago11k_0.001.log - [INFO] - [E:445| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:38:48,426 - yago11k_0.001.log - [INFO] - [E:445| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:39:52,080 - yago11k_0.001.log - [INFO] - [E:445| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:39:52,081 - yago11k_0.001.log - [INFO] - [Epoch:445]: Training Loss:0.001104 + +2023-06-13 14:39:52,301 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 14:40:04,615 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 14:40:16,752 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.41114, Head : 0.23454, Avg : 0.32284 + +2023-06-13 14:40:16,752 - yago11k_0.001.log - [INFO] - [Epoch 445]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-06-13 14:40:17,400 - yago11k_0.001.log - [INFO] - [E:446| 0]: Train Loss:0.0011194, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:41:21,589 - yago11k_0.001.log - [INFO] - [E:446| 100]: Train Loss:0.0011031, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:42:25,823 - yago11k_0.001.log - [INFO] - [E:446| 200]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:43:29,939 - yago11k_0.001.log - [INFO] - [E:446| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:44:34,076 - yago11k_0.001.log - [INFO] - [E:446| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:45:38,167 - yago11k_0.001.log - [INFO] - [E:446| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:46:42,032 - yago11k_0.001.log - [INFO] - [E:446| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:46:42,032 - yago11k_0.001.log - [INFO] - [Epoch:446]: Training Loss:0.001104 + +2023-06-13 14:46:42,252 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 14:46:54,553 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 14:47:06,688 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.41113, Head : 0.23359, Avg : 0.32236 + +2023-06-13 14:47:06,688 - yago11k_0.001.log - [INFO] - [Epoch 446]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-06-13 14:47:07,334 - yago11k_0.001.log - [INFO] - [E:447| 0]: Train Loss:0.00111, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:48:11,501 - yago11k_0.001.log - [INFO] - [E:447| 100]: Train Loss:0.0011021, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:49:15,603 - yago11k_0.001.log - [INFO] - [E:447| 200]: Train Loss:0.0011026, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:50:19,729 - yago11k_0.001.log - [INFO] - [E:447| 300]: Train Loss:0.0011027, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:51:23,988 - yago11k_0.001.log - [INFO] - [E:447| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:52:28,153 - yago11k_0.001.log - [INFO] - [E:447| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:53:31,849 - yago11k_0.001.log - [INFO] - [E:447| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:53:31,850 - yago11k_0.001.log - [INFO] - [Epoch:447]: Training Loss:0.001104 + +2023-06-13 14:53:32,070 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 14:53:44,369 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 14:53:56,501 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.41268, Head : 0.23443, Avg : 0.32355 + +2023-06-13 14:53:56,501 - yago11k_0.001.log - [INFO] - [Epoch 447]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-06-13 14:53:57,148 - yago11k_0.001.log - [INFO] - [E:448| 0]: Train Loss:0.0011075, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:55:01,414 - yago11k_0.001.log - [INFO] - [E:448| 100]: Train Loss:0.0011017, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:56:05,562 - yago11k_0.001.log - [INFO] - [E:448| 200]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:57:09,727 - yago11k_0.001.log - [INFO] - [E:448| 300]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:58:13,843 - yago11k_0.001.log - [INFO] - [E:448| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 14:59:18,028 - yago11k_0.001.log - [INFO] - [E:448| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:00:21,717 - yago11k_0.001.log - [INFO] - [E:448| 600]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:00:21,717 - yago11k_0.001.log - [INFO] - [Epoch:448]: Training Loss:0.001104 + +2023-06-13 15:00:21,936 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 15:00:34,233 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 15:00:46,377 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.4095, Head : 0.23347, Avg : 0.32148 + +2023-06-13 15:00:46,377 - yago11k_0.001.log - [INFO] - [Epoch 448]: Training Loss: 0.0011038, Valid MRR: 0.32631, + + + +2023-06-13 15:00:47,028 - yago11k_0.001.log - [INFO] - [E:449| 0]: Train Loss:0.0010949, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:01:51,256 - yago11k_0.001.log - [INFO] - [E:449| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:02:55,443 - yago11k_0.001.log - [INFO] - [E:449| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:03:59,668 - yago11k_0.001.log - [INFO] - [E:449| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:05:03,840 - yago11k_0.001.log - [INFO] - [E:449| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:06:07,943 - yago11k_0.001.log - [INFO] - [E:449| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:07:11,583 - yago11k_0.001.log - [INFO] - [E:449| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:07:11,584 - yago11k_0.001.log - [INFO] - [Epoch:449]: Training Loss:0.001104 + +2023-06-13 15:07:11,807 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 15:07:24,182 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 15:07:36,340 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.41473, Head : 0.23378, Avg : 0.32426 + MR: Tail : 652.99, Head : 1027.9, Avg : 840.47 + Hit-1: Tail : 0.33162, Head : 0.19241, Avg : 0.26202 + Hit-3: Tail : 0.45596, Head : 0.23118, Avg : 0.34357 + Hit-10: Tail : 0.58044, Head : 0.31203, Avg : 0.44624 +2023-06-13 15:07:36,340 - yago11k_0.001.log - [INFO] - [Epoch 449]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-06-13 15:07:36,988 - yago11k_0.001.log - [INFO] - [E:450| 0]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:08:41,057 - yago11k_0.001.log - [INFO] - [E:450| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:09:45,176 - yago11k_0.001.log - [INFO] - [E:450| 200]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:10:49,366 - yago11k_0.001.log - [INFO] - [E:450| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:11:53,607 - yago11k_0.001.log - [INFO] - [E:450| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:12:57,821 - yago11k_0.001.log - [INFO] - [E:450| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:14:01,505 - yago11k_0.001.log - [INFO] - [E:450| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:14:01,506 - yago11k_0.001.log - [INFO] - [Epoch:450]: Training Loss:0.001104 + +2023-06-13 15:14:01,725 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 15:14:14,029 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 15:14:26,163 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.41225, Head : 0.23558, Avg : 0.32392 + +2023-06-13 15:14:26,163 - yago11k_0.001.log - [INFO] - [Epoch 450]: Training Loss: 0.0011037, Valid MRR: 0.32631, + + + +2023-06-13 15:14:26,810 - yago11k_0.001.log - [INFO] - [E:451| 0]: Train Loss:0.0010995, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:15:30,963 - yago11k_0.001.log - [INFO] - [E:451| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:16:35,135 - yago11k_0.001.log - [INFO] - [E:451| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:17:39,287 - yago11k_0.001.log - [INFO] - [E:451| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:18:43,368 - yago11k_0.001.log - [INFO] - [E:451| 400]: Train Loss:0.001104, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:19:47,407 - yago11k_0.001.log - [INFO] - [E:451| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:20:51,168 - yago11k_0.001.log - [INFO] - [E:451| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:20:51,168 - yago11k_0.001.log - [INFO] - [Epoch:451]: Training Loss:0.001104 + +2023-06-13 15:20:51,386 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 15:21:03,658 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 15:21:15,764 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.4087, Head : 0.23425, Avg : 0.32148 + +2023-06-13 15:21:15,764 - yago11k_0.001.log - [INFO] - [Epoch 451]: Training Loss: 0.0011037, Valid MRR: 0.32631, + + + +2023-06-13 15:21:16,413 - yago11k_0.001.log - [INFO] - [E:452| 0]: Train Loss:0.0011021, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:22:20,569 - yago11k_0.001.log - [INFO] - [E:452| 100]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:23:24,677 - yago11k_0.001.log - [INFO] - [E:452| 200]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:24:28,864 - yago11k_0.001.log - [INFO] - [E:452| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:25:32,980 - yago11k_0.001.log - [INFO] - [E:452| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:26:37,108 - yago11k_0.001.log - [INFO] - [E:452| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:27:40,858 - yago11k_0.001.log - [INFO] - [E:452| 600]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:27:40,858 - yago11k_0.001.log - [INFO] - [Epoch:452]: Training Loss:0.001104 + +2023-06-13 15:27:41,077 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 15:27:53,363 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 15:28:05,494 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.40956, Head : 0.23484, Avg : 0.3222 + +2023-06-13 15:28:05,494 - yago11k_0.001.log - [INFO] - [Epoch 452]: Training Loss: 0.0011039, Valid MRR: 0.32631, + + + +2023-06-13 15:28:06,144 - yago11k_0.001.log - [INFO] - [E:453| 0]: Train Loss:0.0010934, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:29:10,428 - yago11k_0.001.log - [INFO] - [E:453| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:30:14,523 - yago11k_0.001.log - [INFO] - [E:453| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:31:18,579 - yago11k_0.001.log - [INFO] - [E:453| 300]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:32:22,707 - yago11k_0.001.log - [INFO] - [E:453| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:33:26,949 - yago11k_0.001.log - [INFO] - [E:453| 500]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:34:30,575 - yago11k_0.001.log - [INFO] - [E:453| 600]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:34:30,575 - yago11k_0.001.log - [INFO] - [Epoch:453]: Training Loss:0.001103 + +2023-06-13 15:34:30,794 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 15:34:43,062 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 15:34:55,174 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.41295, Head : 0.2363, Avg : 0.32462 + +2023-06-13 15:34:55,174 - yago11k_0.001.log - [INFO] - [Epoch 453]: Training Loss: 0.0011032, Valid MRR: 0.32631, + + + +2023-06-13 15:34:55,818 - yago11k_0.001.log - [INFO] - [E:454| 0]: Train Loss:0.0011147, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:35:59,834 - yago11k_0.001.log - [INFO] - [E:454| 100]: Train Loss:0.0011018, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:37:03,885 - yago11k_0.001.log - [INFO] - [E:454| 200]: Train Loss:0.0011022, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:38:08,116 - yago11k_0.001.log - [INFO] - [E:454| 300]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:39:12,235 - yago11k_0.001.log - [INFO] - [E:454| 400]: Train Loss:0.0011031, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:40:16,395 - yago11k_0.001.log - [INFO] - [E:454| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:41:20,075 - yago11k_0.001.log - [INFO] - [E:454| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:41:20,075 - yago11k_0.001.log - [INFO] - [Epoch:454]: Training Loss:0.001103 + +2023-06-13 15:41:20,295 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 15:41:32,643 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 15:41:44,787 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.41324, Head : 0.23406, Avg : 0.32365 + +2023-06-13 15:41:44,787 - yago11k_0.001.log - [INFO] - [Epoch 454]: Training Loss: 0.0011034, Valid MRR: 0.32631, + + + +2023-06-13 15:41:45,435 - yago11k_0.001.log - [INFO] - [E:455| 0]: Train Loss:0.0010945, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:42:49,534 - yago11k_0.001.log - [INFO] - [E:455| 100]: Train Loss:0.0011029, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:43:53,601 - yago11k_0.001.log - [INFO] - [E:455| 200]: Train Loss:0.0011048, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:44:57,718 - yago11k_0.001.log - [INFO] - [E:455| 300]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:46:01,951 - yago11k_0.001.log - [INFO] - [E:455| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:47:06,014 - yago11k_0.001.log - [INFO] - [E:455| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:48:09,589 - yago11k_0.001.log - [INFO] - [E:455| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:48:09,589 - yago11k_0.001.log - [INFO] - [Epoch:455]: Training Loss:0.001104 + +2023-06-13 15:48:09,808 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 15:48:22,094 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 15:48:34,196 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.41213, Head : 0.2362, Avg : 0.32417 + +2023-06-13 15:48:34,196 - yago11k_0.001.log - [INFO] - [Epoch 455]: Training Loss: 0.0011036, Valid MRR: 0.32631, + + + +2023-06-13 15:48:34,841 - yago11k_0.001.log - [INFO] - [E:456| 0]: Train Loss:0.0011015, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:49:38,920 - yago11k_0.001.log - [INFO] - [E:456| 100]: Train Loss:0.0011014, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:50:43,028 - yago11k_0.001.log - [INFO] - [E:456| 200]: Train Loss:0.001103, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:51:47,032 - yago11k_0.001.log - [INFO] - [E:456| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:52:51,083 - yago11k_0.001.log - [INFO] - [E:456| 400]: Train Loss:0.0011033, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:53:55,144 - yago11k_0.001.log - [INFO] - [E:456| 500]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:54:58,894 - yago11k_0.001.log - [INFO] - [E:456| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:54:58,895 - yago11k_0.001.log - [INFO] - [Epoch:456]: Training Loss:0.001103 + +2023-06-13 15:54:59,116 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 15:55:11,394 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 15:55:23,498 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.41326, Head : 0.23489, Avg : 0.32407 + +2023-06-13 15:55:23,499 - yago11k_0.001.log - [INFO] - [Epoch 456]: Training Loss: 0.0011034, Valid MRR: 0.32631, + + + +2023-06-13 15:55:24,150 - yago11k_0.001.log - [INFO] - [E:457| 0]: Train Loss:0.0011125, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:56:28,173 - yago11k_0.001.log - [INFO] - [E:457| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:57:32,183 - yago11k_0.001.log - [INFO] - [E:457| 200]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:58:36,216 - yago11k_0.001.log - [INFO] - [E:457| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 15:59:40,362 - yago11k_0.001.log - [INFO] - [E:457| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 16:00:44,372 - yago11k_0.001.log - [INFO] - [E:457| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 16:01:47,998 - yago11k_0.001.log - [INFO] - [E:457| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_0.001.log +2023-06-13 16:01:47,998 - yago11k_0.001.log - [INFO] - [Epoch:457]: Training Loss:0.001104 + +2023-06-13 16:01:48,217 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 16:02:00,494 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 16:02:12,588 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.41899, Head : 0.23641, Avg : 0.3277 + +2023-06-13 16:02:13,769 - yago11k_0.001.log - [INFO] - [Epoch 457]: Training Loss: 0.0011036, Valid MRR: 0.3277, + + + +2023-06-13 16:02:14,416 - yago11k_0.001.log - [INFO] - [E:458| 0]: Train Loss:0.0011138, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:03:18,681 - yago11k_0.001.log - [INFO] - [E:458| 100]: Train Loss:0.0011064, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:04:22,672 - yago11k_0.001.log - [INFO] - [E:458| 200]: Train Loss:0.0011045, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:05:26,787 - yago11k_0.001.log - [INFO] - [E:458| 300]: Train Loss:0.001104, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:06:30,856 - yago11k_0.001.log - [INFO] - [E:458| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:07:35,037 - yago11k_0.001.log - [INFO] - [E:458| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:08:38,621 - yago11k_0.001.log - [INFO] - [E:458| 600]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:08:38,621 - yago11k_0.001.log - [INFO] - [Epoch:458]: Training Loss:0.001104 + +2023-06-13 16:08:38,840 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 16:08:51,094 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 16:09:03,197 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.41448, Head : 0.23577, Avg : 0.32512 + +2023-06-13 16:09:03,197 - yago11k_0.001.log - [INFO] - [Epoch 458]: Training Loss: 0.0011035, Valid MRR: 0.3277, + + + +2023-06-13 16:09:03,843 - yago11k_0.001.log - [INFO] - [E:459| 0]: Train Loss:0.0011005, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:10:07,905 - yago11k_0.001.log - [INFO] - [E:459| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:11:11,931 - yago11k_0.001.log - [INFO] - [E:459| 200]: Train Loss:0.0011022, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:12:16,086 - yago11k_0.001.log - [INFO] - [E:459| 300]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:13:20,184 - yago11k_0.001.log - [INFO] - [E:459| 400]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:14:24,303 - yago11k_0.001.log - [INFO] - [E:459| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:15:27,941 - yago11k_0.001.log - [INFO] - [E:459| 600]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:15:27,941 - yago11k_0.001.log - [INFO] - [Epoch:459]: Training Loss:0.001103 + +2023-06-13 16:15:28,161 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 16:15:40,440 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 16:15:52,612 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.41481, Head : 0.23581, Avg : 0.32531 + MR: Tail : 679.6, Head : 1025.8, Avg : 852.7 + Hit-1: Tail : 0.33079, Head : 0.19325, Avg : 0.26202 + Hit-3: Tail : 0.45235, Head : 0.23451, Avg : 0.34343 + Hit-10: Tail : 0.58739, Head : 0.3162, Avg : 0.45179 +2023-06-13 16:15:52,613 - yago11k_0.001.log - [INFO] - [Epoch 459]: Training Loss: 0.0011031, Valid MRR: 0.3277, + + + +2023-06-13 16:15:53,260 - yago11k_0.001.log - [INFO] - [E:460| 0]: Train Loss:0.0010997, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:16:57,365 - yago11k_0.001.log - [INFO] - [E:460| 100]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:18:01,409 - yago11k_0.001.log - [INFO] - [E:460| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:19:05,489 - yago11k_0.001.log - [INFO] - [E:460| 300]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:20:09,540 - yago11k_0.001.log - [INFO] - [E:460| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:21:13,644 - yago11k_0.001.log - [INFO] - [E:460| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:22:17,238 - yago11k_0.001.log - [INFO] - [E:460| 600]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:22:17,239 - yago11k_0.001.log - [INFO] - [Epoch:460]: Training Loss:0.001103 + +2023-06-13 16:22:17,457 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 16:22:29,726 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 16:22:41,824 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.41609, Head : 0.23495, Avg : 0.32552 + +2023-06-13 16:22:41,824 - yago11k_0.001.log - [INFO] - [Epoch 460]: Training Loss: 0.0011033, Valid MRR: 0.3277, + + + +2023-06-13 16:22:42,471 - yago11k_0.001.log - [INFO] - [E:461| 0]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:23:46,535 - yago11k_0.001.log - [INFO] - [E:461| 100]: Train Loss:0.0011046, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:24:50,733 - yago11k_0.001.log - [INFO] - [E:461| 200]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:25:54,870 - yago11k_0.001.log - [INFO] - [E:461| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:26:58,948 - yago11k_0.001.log - [INFO] - [E:461| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:28:02,914 - yago11k_0.001.log - [INFO] - [E:461| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:29:06,549 - yago11k_0.001.log - [INFO] - [E:461| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:29:06,550 - yago11k_0.001.log - [INFO] - [Epoch:461]: Training Loss:0.001103 + +2023-06-13 16:29:06,768 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 16:29:19,033 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 16:29:31,124 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.41504, Head : 0.23481, Avg : 0.32492 + +2023-06-13 16:29:31,124 - yago11k_0.001.log - [INFO] - [Epoch 461]: Training Loss: 0.0011032, Valid MRR: 0.3277, + + + +2023-06-13 16:29:31,768 - yago11k_0.001.log - [INFO] - [E:462| 0]: Train Loss:0.0010995, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:30:35,827 - yago11k_0.001.log - [INFO] - [E:462| 100]: Train Loss:0.0011054, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:31:39,867 - yago11k_0.001.log - [INFO] - [E:462| 200]: Train Loss:0.001103, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:32:43,941 - yago11k_0.001.log - [INFO] - [E:462| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:33:48,017 - yago11k_0.001.log - [INFO] - [E:462| 400]: Train Loss:0.001103, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:34:53,468 - yago11k_0.001.log - [INFO] - [E:462| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:35:58,809 - yago11k_0.001.log - [INFO] - [E:462| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:35:58,809 - yago11k_0.001.log - [INFO] - [Epoch:462]: Training Loss:0.001103 + +2023-06-13 16:35:59,030 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 16:36:11,613 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 16:36:24,058 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.41348, Head : 0.23519, Avg : 0.32433 + +2023-06-13 16:36:24,059 - yago11k_0.001.log - [INFO] - [Epoch 462]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-06-13 16:36:24,732 - yago11k_0.001.log - [INFO] - [E:463| 0]: Train Loss:0.0011057, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:37:30,320 - yago11k_0.001.log - [INFO] - [E:463| 100]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:38:36,002 - yago11k_0.001.log - [INFO] - [E:463| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:39:41,662 - yago11k_0.001.log - [INFO] - [E:463| 300]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:40:47,399 - yago11k_0.001.log - [INFO] - [E:463| 400]: Train Loss:0.0011027, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:41:52,945 - yago11k_0.001.log - [INFO] - [E:463| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:42:58,113 - yago11k_0.001.log - [INFO] - [E:463| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:42:58,114 - yago11k_0.001.log - [INFO] - [Epoch:463]: Training Loss:0.001103 + +2023-06-13 16:42:58,338 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 16:43:10,893 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 16:43:23,347 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.41777, Head : 0.23635, Avg : 0.32706 + +2023-06-13 16:43:23,347 - yago11k_0.001.log - [INFO] - [Epoch 463]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-06-13 16:43:24,027 - yago11k_0.001.log - [INFO] - [E:464| 0]: Train Loss:0.0011081, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:44:29,818 - yago11k_0.001.log - [INFO] - [E:464| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:45:35,548 - yago11k_0.001.log - [INFO] - [E:464| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:46:41,972 - yago11k_0.001.log - [INFO] - [E:464| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:48:11,160 - yago11k_0.001.log - [INFO] - [E:464| 400]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:49:56,697 - yago11k_0.001.log - [INFO] - [E:464| 500]: Train Loss:0.0011037, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:51:40,967 - yago11k_0.001.log - [INFO] - [E:464| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:51:40,967 - yago11k_0.001.log - [INFO] - [Epoch:464]: Training Loss:0.001103 + +2023-06-13 16:51:41,335 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 16:52:02,486 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 16:52:23,673 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.41183, Head : 0.23684, Avg : 0.32433 + +2023-06-13 16:52:23,673 - yago11k_0.001.log - [INFO] - [Epoch 464]: Training Loss: 0.0011032, Valid MRR: 0.3277, + + + +2023-06-13 16:52:24,772 - yago11k_0.001.log - [INFO] - [E:465| 0]: Train Loss:0.0010994, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:54:09,831 - yago11k_0.001.log - [INFO] - [E:465| 100]: Train Loss:0.0011007, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:55:55,626 - yago11k_0.001.log - [INFO] - [E:465| 200]: Train Loss:0.0011019, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:57:40,843 - yago11k_0.001.log - [INFO] - [E:465| 300]: Train Loss:0.0011027, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 16:59:26,541 - yago11k_0.001.log - [INFO] - [E:465| 400]: Train Loss:0.0011023, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:01:11,887 - yago11k_0.001.log - [INFO] - [E:465| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:02:48,965 - yago11k_0.001.log - [INFO] - [E:465| 600]: Train Loss:0.0011026, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:02:48,966 - yago11k_0.001.log - [INFO] - [Epoch:465]: Training Loss:0.001103 + +2023-06-13 17:02:49,196 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 17:03:02,180 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 17:03:14,777 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.41249, Head : 0.23944, Avg : 0.32597 + +2023-06-13 17:03:14,778 - yago11k_0.001.log - [INFO] - [Epoch 465]: Training Loss: 0.0011026, Valid MRR: 0.3277, + + + +2023-06-13 17:03:15,457 - yago11k_0.001.log - [INFO] - [E:466| 0]: Train Loss:0.0011056, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:04:22,887 - yago11k_0.001.log - [INFO] - [E:466| 100]: Train Loss:0.0011047, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:05:29,983 - yago11k_0.001.log - [INFO] - [E:466| 200]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:06:52,395 - yago11k_0.001.log - [INFO] - [E:466| 300]: Train Loss:0.0011037, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:07:59,020 - yago11k_0.001.log - [INFO] - [E:466| 400]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:09:30,707 - yago11k_0.001.log - [INFO] - [E:466| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:11:14,976 - yago11k_0.001.log - [INFO] - [E:466| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:11:14,976 - yago11k_0.001.log - [INFO] - [Epoch:466]: Training Loss:0.001103 + +2023-06-13 17:11:15,326 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 17:11:36,587 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 17:11:56,841 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.41304, Head : 0.23716, Avg : 0.3251 + +2023-06-13 17:11:56,841 - yago11k_0.001.log - [INFO] - [Epoch 466]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-06-13 17:11:57,622 - yago11k_0.001.log - [INFO] - [E:467| 0]: Train Loss:0.0011165, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:13:42,880 - yago11k_0.001.log - [INFO] - [E:467| 100]: Train Loss:0.001104, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:15:28,510 - yago11k_0.001.log - [INFO] - [E:467| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:17:13,930 - yago11k_0.001.log - [INFO] - [E:467| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:18:59,270 - yago11k_0.001.log - [INFO] - [E:467| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:20:45,025 - yago11k_0.001.log - [INFO] - [E:467| 500]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:22:30,519 - yago11k_0.001.log - [INFO] - [E:467| 600]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:22:30,519 - yago11k_0.001.log - [INFO] - [Epoch:467]: Training Loss:0.001103 + +2023-06-13 17:22:30,875 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 17:22:51,082 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 17:23:11,977 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.4145, Head : 0.23536, Avg : 0.32493 + +2023-06-13 17:23:11,978 - yago11k_0.001.log - [INFO] - [Epoch 467]: Training Loss: 0.0011029, Valid MRR: 0.3277, + + + +2023-06-13 17:23:13,104 - yago11k_0.001.log - [INFO] - [E:468| 0]: Train Loss:0.001105, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:24:58,960 - yago11k_0.001.log - [INFO] - [E:468| 100]: Train Loss:0.0011016, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:26:44,361 - yago11k_0.001.log - [INFO] - [E:468| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:28:30,129 - yago11k_0.001.log - [INFO] - [E:468| 300]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:30:15,937 - yago11k_0.001.log - [INFO] - [E:468| 400]: Train Loss:0.0011026, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:32:02,110 - yago11k_0.001.log - [INFO] - [E:468| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:33:47,282 - yago11k_0.001.log - [INFO] - [E:468| 600]: Train Loss:0.0011027, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:33:47,283 - yago11k_0.001.log - [INFO] - [Epoch:468]: Training Loss:0.001103 + +2023-06-13 17:33:47,690 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 17:34:08,002 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 17:34:29,013 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.4116, Head : 0.2355, Avg : 0.32355 + +2023-06-13 17:34:29,013 - yago11k_0.001.log - [INFO] - [Epoch 468]: Training Loss: 0.0011027, Valid MRR: 0.3277, + + + +2023-06-13 17:34:30,106 - yago11k_0.001.log - [INFO] - [E:469| 0]: Train Loss:0.0011017, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:36:16,200 - yago11k_0.001.log - [INFO] - [E:469| 100]: Train Loss:0.0011052, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:38:01,732 - yago11k_0.001.log - [INFO] - [E:469| 200]: Train Loss:0.0011046, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:39:47,929 - yago11k_0.001.log - [INFO] - [E:469| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:41:33,491 - yago11k_0.001.log - [INFO] - [E:469| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:43:19,618 - yago11k_0.001.log - [INFO] - [E:469| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:45:04,971 - yago11k_0.001.log - [INFO] - [E:469| 600]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_0.001.log +2023-06-13 17:45:04,972 - yago11k_0.001.log - [INFO] - [Epoch:469]: Training Loss:0.001103 + +2023-06-13 17:45:05,388 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 17:45:26,017 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 17:45:46,919 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.41858, Head : 0.23773, Avg : 0.32815 + MR: Tail : 675.36, Head : 1008.4, Avg : 841.87 + Hit-1: Tail : 0.33732, Head : 0.19519, Avg : 0.26625 + Hit-3: Tail : 0.45388, Head : 0.23923, Avg : 0.34655 + Hit-10: Tail : 0.58433, Head : 0.31425, Avg : 0.44929 +2023-06-13 17:45:48,578 - yago11k_0.001.log - [INFO] - [Epoch 469]: Training Loss: 0.0011025, Valid MRR: 0.32815, + + + +2023-06-13 17:45:49,705 - yago11k_0.001.log - [INFO] - [E:470| 0]: Train Loss:0.0010973, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 17:47:35,231 - yago11k_0.001.log - [INFO] - [E:470| 100]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 17:49:21,547 - yago11k_0.001.log - [INFO] - [E:470| 200]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 17:51:07,450 - yago11k_0.001.log - [INFO] - [E:470| 300]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 17:52:52,741 - yago11k_0.001.log - [INFO] - [E:470| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 17:54:38,803 - yago11k_0.001.log - [INFO] - [E:470| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 17:56:24,297 - yago11k_0.001.log - [INFO] - [E:470| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 17:56:24,298 - yago11k_0.001.log - [INFO] - [Epoch:470]: Training Loss:0.001103 + +2023-06-13 17:56:24,652 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 17:56:45,889 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 17:57:06,344 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.41589, Head : 0.23878, Avg : 0.32734 + +2023-06-13 17:57:06,345 - yago11k_0.001.log - [INFO] - [Epoch 470]: Training Loss: 0.0011026, Valid MRR: 0.32815, + + + +2023-06-13 17:57:07,410 - yago11k_0.001.log - [INFO] - [E:471| 0]: Train Loss:0.0011288, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 17:58:53,113 - yago11k_0.001.log - [INFO] - [E:471| 100]: Train Loss:0.0011002, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:00:38,893 - yago11k_0.001.log - [INFO] - [E:471| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:02:25,083 - yago11k_0.001.log - [INFO] - [E:471| 300]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:04:10,698 - yago11k_0.001.log - [INFO] - [E:471| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:05:56,719 - yago11k_0.001.log - [INFO] - [E:471| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:07:42,321 - yago11k_0.001.log - [INFO] - [E:471| 600]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:07:42,322 - yago11k_0.001.log - [INFO] - [Epoch:471]: Training Loss:0.001102 + +2023-06-13 18:07:42,712 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 18:08:04,071 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 18:08:24,325 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.40805, Head : 0.23862, Avg : 0.32334 + +2023-06-13 18:08:24,325 - yago11k_0.001.log - [INFO] - [Epoch 471]: Training Loss: 0.0011025, Valid MRR: 0.32815, + + + +2023-06-13 18:08:25,424 - yago11k_0.001.log - [INFO] - [E:472| 0]: Train Loss:0.0010935, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:10:11,230 - yago11k_0.001.log - [INFO] - [E:472| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:11:56,492 - yago11k_0.001.log - [INFO] - [E:472| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:13:42,035 - yago11k_0.001.log - [INFO] - [E:472| 300]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:15:27,981 - yago11k_0.001.log - [INFO] - [E:472| 400]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:17:13,041 - yago11k_0.001.log - [INFO] - [E:472| 500]: Train Loss:0.0011028, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:18:58,031 - yago11k_0.001.log - [INFO] - [E:472| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:18:58,031 - yago11k_0.001.log - [INFO] - [Epoch:472]: Training Loss:0.001102 + +2023-06-13 18:18:58,433 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 18:19:19,471 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 18:19:39,902 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.41663, Head : 0.23797, Avg : 0.3273 + +2023-06-13 18:19:39,902 - yago11k_0.001.log - [INFO] - [Epoch 472]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-06-13 18:19:40,844 - yago11k_0.001.log - [INFO] - [E:473| 0]: Train Loss:0.0011298, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:21:26,641 - yago11k_0.001.log - [INFO] - [E:473| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:23:12,833 - yago11k_0.001.log - [INFO] - [E:473| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:24:58,390 - yago11k_0.001.log - [INFO] - [E:473| 300]: Train Loss:0.001102, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:26:44,220 - yago11k_0.001.log - [INFO] - [E:473| 400]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:28:30,640 - yago11k_0.001.log - [INFO] - [E:473| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:30:15,565 - yago11k_0.001.log - [INFO] - [E:473| 600]: Train Loss:0.0011028, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:30:15,565 - yago11k_0.001.log - [INFO] - [Epoch:473]: Training Loss:0.001103 + +2023-06-13 18:30:15,926 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 18:30:37,246 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 18:30:58,354 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.41367, Head : 0.23566, Avg : 0.32467 + +2023-06-13 18:30:58,354 - yago11k_0.001.log - [INFO] - [Epoch 473]: Training Loss: 0.0011028, Valid MRR: 0.32815, + + + +2023-06-13 18:30:59,428 - yago11k_0.001.log - [INFO] - [E:474| 0]: Train Loss:0.0011035, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:32:45,542 - yago11k_0.001.log - [INFO] - [E:474| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:34:31,284 - yago11k_0.001.log - [INFO] - [E:474| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:36:17,057 - yago11k_0.001.log - [INFO] - [E:474| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:38:03,305 - yago11k_0.001.log - [INFO] - [E:474| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:39:49,746 - yago11k_0.001.log - [INFO] - [E:474| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:41:35,005 - yago11k_0.001.log - [INFO] - [E:474| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:41:35,005 - yago11k_0.001.log - [INFO] - [Epoch:474]: Training Loss:0.001103 + +2023-06-13 18:41:35,321 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 18:41:56,151 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 18:42:17,178 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.41611, Head : 0.2362, Avg : 0.32615 + +2023-06-13 18:42:17,178 - yago11k_0.001.log - [INFO] - [Epoch 474]: Training Loss: 0.0011026, Valid MRR: 0.32815, + + + +2023-06-13 18:42:18,247 - yago11k_0.001.log - [INFO] - [E:475| 0]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:44:04,521 - yago11k_0.001.log - [INFO] - [E:475| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:45:50,499 - yago11k_0.001.log - [INFO] - [E:475| 200]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:47:36,691 - yago11k_0.001.log - [INFO] - [E:475| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:49:22,639 - yago11k_0.001.log - [INFO] - [E:475| 400]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:51:08,456 - yago11k_0.001.log - [INFO] - [E:475| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:52:53,906 - yago11k_0.001.log - [INFO] - [E:475| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:52:53,906 - yago11k_0.001.log - [INFO] - [Epoch:475]: Training Loss:0.001102 + +2023-06-13 18:52:54,319 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 18:53:14,893 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 18:53:35,850 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.41537, Head : 0.23455, Avg : 0.32496 + +2023-06-13 18:53:35,850 - yago11k_0.001.log - [INFO] - [Epoch 475]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-06-13 18:53:36,919 - yago11k_0.001.log - [INFO] - [E:476| 0]: Train Loss:0.0011326, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:55:22,944 - yago11k_0.001.log - [INFO] - [E:476| 100]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:57:08,800 - yago11k_0.001.log - [INFO] - [E:476| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 18:58:54,936 - yago11k_0.001.log - [INFO] - [E:476| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:00:41,157 - yago11k_0.001.log - [INFO] - [E:476| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:02:27,367 - yago11k_0.001.log - [INFO] - [E:476| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:04:11,782 - yago11k_0.001.log - [INFO] - [E:476| 600]: Train Loss:0.001102, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:04:11,782 - yago11k_0.001.log - [INFO] - [Epoch:476]: Training Loss:0.001102 + +2023-06-13 19:04:12,172 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 19:04:32,642 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 19:04:53,724 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.41522, Head : 0.23676, Avg : 0.32599 + +2023-06-13 19:04:53,724 - yago11k_0.001.log - [INFO] - [Epoch 476]: Training Loss: 0.001102, Valid MRR: 0.32815, + + + +2023-06-13 19:04:54,783 - yago11k_0.001.log - [INFO] - [E:477| 0]: Train Loss:0.0011272, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:06:41,037 - yago11k_0.001.log - [INFO] - [E:477| 100]: Train Loss:0.0011, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:08:26,687 - yago11k_0.001.log - [INFO] - [E:477| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:10:13,008 - yago11k_0.001.log - [INFO] - [E:477| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:11:59,044 - yago11k_0.001.log - [INFO] - [E:477| 400]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:13:45,152 - yago11k_0.001.log - [INFO] - [E:477| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:15:30,745 - yago11k_0.001.log - [INFO] - [E:477| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:15:30,746 - yago11k_0.001.log - [INFO] - [Epoch:477]: Training Loss:0.001102 + +2023-06-13 19:15:31,133 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 19:15:51,636 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 19:16:12,703 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.41345, Head : 0.23611, Avg : 0.32478 + +2023-06-13 19:16:12,703 - yago11k_0.001.log - [INFO] - [Epoch 477]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-06-13 19:16:13,776 - yago11k_0.001.log - [INFO] - [E:478| 0]: Train Loss:0.0010915, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:17:59,770 - yago11k_0.001.log - [INFO] - [E:478| 100]: Train Loss:0.0011008, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:19:46,209 - yago11k_0.001.log - [INFO] - [E:478| 200]: Train Loss:0.0011004, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:21:32,044 - yago11k_0.001.log - [INFO] - [E:478| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:23:18,153 - yago11k_0.001.log - [INFO] - [E:478| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:25:04,386 - yago11k_0.001.log - [INFO] - [E:478| 500]: Train Loss:0.0011015, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:26:49,912 - yago11k_0.001.log - [INFO] - [E:478| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:26:49,913 - yago11k_0.001.log - [INFO] - [Epoch:478]: Training Loss:0.001102 + +2023-06-13 19:26:50,318 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 19:27:11,373 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 19:27:31,239 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.41666, Head : 0.23561, Avg : 0.32613 + +2023-06-13 19:27:31,239 - yago11k_0.001.log - [INFO] - [Epoch 478]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-06-13 19:27:32,323 - yago11k_0.001.log - [INFO] - [E:479| 0]: Train Loss:0.0010777, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:29:18,308 - yago11k_0.001.log - [INFO] - [E:479| 100]: Train Loss:0.001099, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:31:04,618 - yago11k_0.001.log - [INFO] - [E:479| 200]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:32:50,826 - yago11k_0.001.log - [INFO] - [E:479| 300]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:34:36,627 - yago11k_0.001.log - [INFO] - [E:479| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:36:22,488 - yago11k_0.001.log - [INFO] - [E:479| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:38:07,847 - yago11k_0.001.log - [INFO] - [E:479| 600]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:38:07,847 - yago11k_0.001.log - [INFO] - [Epoch:479]: Training Loss:0.001102 + +2023-06-13 19:38:08,251 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 19:38:29,607 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 19:38:49,730 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.41437, Head : 0.23803, Avg : 0.3262 + MR: Tail : 701.36, Head : 1009.4, Avg : 855.37 + Hit-1: Tail : 0.33176, Head : 0.19672, Avg : 0.26424 + Hit-3: Tail : 0.44957, Head : 0.23645, Avg : 0.34301 + Hit-10: Tail : 0.57822, Head : 0.31648, Avg : 0.44735 +2023-06-13 19:38:49,730 - yago11k_0.001.log - [INFO] - [Epoch 479]: Training Loss: 0.0011023, Valid MRR: 0.32815, + + + +2023-06-13 19:38:50,816 - yago11k_0.001.log - [INFO] - [E:480| 0]: Train Loss:0.0010868, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:40:36,710 - yago11k_0.001.log - [INFO] - [E:480| 100]: Train Loss:0.0010996, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:42:22,714 - yago11k_0.001.log - [INFO] - [E:480| 200]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:44:08,495 - yago11k_0.001.log - [INFO] - [E:480| 300]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:45:54,302 - yago11k_0.001.log - [INFO] - [E:480| 400]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:47:40,122 - yago11k_0.001.log - [INFO] - [E:480| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:49:25,363 - yago11k_0.001.log - [INFO] - [E:480| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:49:25,363 - yago11k_0.001.log - [INFO] - [Epoch:480]: Training Loss:0.001102 + +2023-06-13 19:49:25,749 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 19:49:47,099 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 19:50:07,420 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.41191, Head : 0.23525, Avg : 0.32358 + +2023-06-13 19:50:07,420 - yago11k_0.001.log - [INFO] - [Epoch 480]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-06-13 19:50:08,482 - yago11k_0.001.log - [INFO] - [E:481| 0]: Train Loss:0.0011068, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:51:54,774 - yago11k_0.001.log - [INFO] - [E:481| 100]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:53:40,826 - yago11k_0.001.log - [INFO] - [E:481| 200]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:55:26,688 - yago11k_0.001.log - [INFO] - [E:481| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:57:12,735 - yago11k_0.001.log - [INFO] - [E:481| 400]: Train Loss:0.001102, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 19:58:58,769 - yago11k_0.001.log - [INFO] - [E:481| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:00:44,234 - yago11k_0.001.log - [INFO] - [E:481| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:00:44,235 - yago11k_0.001.log - [INFO] - [Epoch:481]: Training Loss:0.001102 + +2023-06-13 20:00:44,619 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 20:01:06,007 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 20:01:26,486 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.41503, Head : 0.23456, Avg : 0.3248 + +2023-06-13 20:01:26,487 - yago11k_0.001.log - [INFO] - [Epoch 481]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-06-13 20:01:27,325 - yago11k_0.001.log - [INFO] - [E:482| 0]: Train Loss:0.0010923, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:03:12,828 - yago11k_0.001.log - [INFO] - [E:482| 100]: Train Loss:0.0011015, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:04:59,002 - yago11k_0.001.log - [INFO] - [E:482| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:06:45,047 - yago11k_0.001.log - [INFO] - [E:482| 300]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:08:30,460 - yago11k_0.001.log - [INFO] - [E:482| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:10:16,708 - yago11k_0.001.log - [INFO] - [E:482| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:12:01,918 - yago11k_0.001.log - [INFO] - [E:482| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:12:01,918 - yago11k_0.001.log - [INFO] - [Epoch:482]: Training Loss:0.001102 + +2023-06-13 20:12:02,232 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 20:12:23,205 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 20:12:44,407 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.41512, Head : 0.23445, Avg : 0.32479 + +2023-06-13 20:12:44,408 - yago11k_0.001.log - [INFO] - [Epoch 482]: Training Loss: 0.0011016, Valid MRR: 0.32815, + + + +2023-06-13 20:12:45,445 - yago11k_0.001.log - [INFO] - [E:483| 0]: Train Loss:0.0010917, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:14:31,268 - yago11k_0.001.log - [INFO] - [E:483| 100]: Train Loss:0.001104, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:16:17,018 - yago11k_0.001.log - [INFO] - [E:483| 200]: Train Loss:0.001103, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:18:03,084 - yago11k_0.001.log - [INFO] - [E:483| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:19:49,110 - yago11k_0.001.log - [INFO] - [E:483| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:21:35,183 - yago11k_0.001.log - [INFO] - [E:483| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:23:20,855 - yago11k_0.001.log - [INFO] - [E:483| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:23:20,856 - yago11k_0.001.log - [INFO] - [Epoch:483]: Training Loss:0.001102 + +2023-06-13 20:23:21,265 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 20:23:41,813 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 20:24:02,811 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.41392, Head : 0.23427, Avg : 0.3241 + +2023-06-13 20:24:02,811 - yago11k_0.001.log - [INFO] - [Epoch 483]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-06-13 20:24:03,883 - yago11k_0.001.log - [INFO] - [E:484| 0]: Train Loss:0.0010954, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:25:49,897 - yago11k_0.001.log - [INFO] - [E:484| 100]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:27:36,113 - yago11k_0.001.log - [INFO] - [E:484| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:29:22,155 - yago11k_0.001.log - [INFO] - [E:484| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:31:08,283 - yago11k_0.001.log - [INFO] - [E:484| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:32:54,181 - yago11k_0.001.log - [INFO] - [E:484| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:34:39,607 - yago11k_0.001.log - [INFO] - [E:484| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:34:39,607 - yago11k_0.001.log - [INFO] - [Epoch:484]: Training Loss:0.001102 + +2023-06-13 20:34:39,945 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 20:35:00,218 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 20:35:21,208 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.4143, Head : 0.23757, Avg : 0.32593 + +2023-06-13 20:35:21,209 - yago11k_0.001.log - [INFO] - [Epoch 484]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-06-13 20:35:22,272 - yago11k_0.001.log - [INFO] - [E:485| 0]: Train Loss:0.0011182, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:37:08,503 - yago11k_0.001.log - [INFO] - [E:485| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:38:53,862 - yago11k_0.001.log - [INFO] - [E:485| 200]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:40:39,348 - yago11k_0.001.log - [INFO] - [E:485| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:42:25,512 - yago11k_0.001.log - [INFO] - [E:485| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:44:10,970 - yago11k_0.001.log - [INFO] - [E:485| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:45:55,658 - yago11k_0.001.log - [INFO] - [E:485| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:45:55,659 - yago11k_0.001.log - [INFO] - [Epoch:485]: Training Loss:0.001102 + +2023-06-13 20:45:56,066 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 20:46:16,628 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 20:46:37,579 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.41544, Head : 0.23562, Avg : 0.32553 + +2023-06-13 20:46:37,579 - yago11k_0.001.log - [INFO] - [Epoch 485]: Training Loss: 0.0011019, Valid MRR: 0.32815, + + + +2023-06-13 20:46:38,683 - yago11k_0.001.log - [INFO] - [E:486| 0]: Train Loss:0.0011116, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:48:24,714 - yago11k_0.001.log - [INFO] - [E:486| 100]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:50:10,943 - yago11k_0.001.log - [INFO] - [E:486| 200]: Train Loss:0.0011013, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:51:56,651 - yago11k_0.001.log - [INFO] - [E:486| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:53:42,068 - yago11k_0.001.log - [INFO] - [E:486| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:55:27,734 - yago11k_0.001.log - [INFO] - [E:486| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:57:12,955 - yago11k_0.001.log - [INFO] - [E:486| 600]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:57:12,956 - yago11k_0.001.log - [INFO] - [Epoch:486]: Training Loss:0.001102 + +2023-06-13 20:57:13,292 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 20:57:34,521 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 20:57:54,925 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.41142, Head : 0.23499, Avg : 0.32321 + +2023-06-13 20:57:54,925 - yago11k_0.001.log - [INFO] - [Epoch 486]: Training Loss: 0.0011018, Valid MRR: 0.32815, + + + +2023-06-13 20:57:56,005 - yago11k_0.001.log - [INFO] - [E:487| 0]: Train Loss:0.0010885, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 20:59:41,502 - yago11k_0.001.log - [INFO] - [E:487| 100]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:01:27,671 - yago11k_0.001.log - [INFO] - [E:487| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:03:13,733 - yago11k_0.001.log - [INFO] - [E:487| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:04:59,923 - yago11k_0.001.log - [INFO] - [E:487| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:06:46,396 - yago11k_0.001.log - [INFO] - [E:487| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:08:31,597 - yago11k_0.001.log - [INFO] - [E:487| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:08:31,598 - yago11k_0.001.log - [INFO] - [Epoch:487]: Training Loss:0.001102 + +2023-06-13 21:08:31,950 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 21:08:53,254 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 21:09:13,498 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.41684, Head : 0.23582, Avg : 0.32633 + +2023-06-13 21:09:13,498 - yago11k_0.001.log - [INFO] - [Epoch 487]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-06-13 21:09:14,567 - yago11k_0.001.log - [INFO] - [E:488| 0]: Train Loss:0.001095, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:11:00,383 - yago11k_0.001.log - [INFO] - [E:488| 100]: Train Loss:0.0011006, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:12:46,508 - yago11k_0.001.log - [INFO] - [E:488| 200]: Train Loss:0.0011008, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:14:32,642 - yago11k_0.001.log - [INFO] - [E:488| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:16:18,627 - yago11k_0.001.log - [INFO] - [E:488| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:18:04,405 - yago11k_0.001.log - [INFO] - [E:488| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:19:50,341 - yago11k_0.001.log - [INFO] - [E:488| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:19:50,342 - yago11k_0.001.log - [INFO] - [Epoch:488]: Training Loss:0.001102 + +2023-06-13 21:19:50,678 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 21:20:11,844 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 21:20:32,129 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.41734, Head : 0.23597, Avg : 0.32665 + +2023-06-13 21:20:32,129 - yago11k_0.001.log - [INFO] - [Epoch 488]: Training Loss: 0.0011019, Valid MRR: 0.32815, + + + +2023-06-13 21:20:33,235 - yago11k_0.001.log - [INFO] - [E:489| 0]: Train Loss:0.0011345, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:22:19,427 - yago11k_0.001.log - [INFO] - [E:489| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:24:05,587 - yago11k_0.001.log - [INFO] - [E:489| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:25:51,025 - yago11k_0.001.log - [INFO] - [E:489| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:27:37,283 - yago11k_0.001.log - [INFO] - [E:489| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:29:23,276 - yago11k_0.001.log - [INFO] - [E:489| 500]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:31:08,325 - yago11k_0.001.log - [INFO] - [E:489| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:31:08,325 - yago11k_0.001.log - [INFO] - [Epoch:489]: Training Loss:0.001102 + +2023-06-13 21:31:08,734 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 21:31:30,049 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 21:31:50,758 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.41762, Head : 0.23549, Avg : 0.32656 + MR: Tail : 685.42, Head : 1040.4, Avg : 862.91 + Hit-1: Tail : 0.33745, Head : 0.19408, Avg : 0.26577 + Hit-3: Tail : 0.45068, Head : 0.23437, Avg : 0.34253 + Hit-10: Tail : 0.58475, Head : 0.31203, Avg : 0.44839 +2023-06-13 21:31:50,758 - yago11k_0.001.log - [INFO] - [Epoch 489]: Training Loss: 0.0011016, Valid MRR: 0.32815, + + + +2023-06-13 21:31:51,707 - yago11k_0.001.log - [INFO] - [E:490| 0]: Train Loss:0.0011122, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:33:37,729 - yago11k_0.001.log - [INFO] - [E:490| 100]: Train Loss:0.0011009, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:35:23,824 - yago11k_0.001.log - [INFO] - [E:490| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:37:09,710 - yago11k_0.001.log - [INFO] - [E:490| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:38:55,698 - yago11k_0.001.log - [INFO] - [E:490| 400]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:40:41,803 - yago11k_0.001.log - [INFO] - [E:490| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:42:27,232 - yago11k_0.001.log - [INFO] - [E:490| 600]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_0.001.log +2023-06-13 21:42:27,233 - yago11k_0.001.log - [INFO] - [Epoch:490]: Training Loss:0.001101 + +2023-06-13 21:42:27,584 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 21:42:48,936 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 21:43:10,142 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.41971, Head : 0.23854, Avg : 0.32912 + +2023-06-13 21:43:11,926 - yago11k_0.001.log - [INFO] - [Epoch 490]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-13 21:43:12,873 - yago11k_0.001.log - [INFO] - [E:491| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:44:59,072 - yago11k_0.001.log - [INFO] - [E:491| 100]: Train Loss:0.0011003, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:46:45,171 - yago11k_0.001.log - [INFO] - [E:491| 200]: Train Loss:0.0011005, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:48:31,347 - yago11k_0.001.log - [INFO] - [E:491| 300]: Train Loss:0.0011006, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:50:17,707 - yago11k_0.001.log - [INFO] - [E:491| 400]: Train Loss:0.0011009, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:52:03,734 - yago11k_0.001.log - [INFO] - [E:491| 500]: Train Loss:0.0011011, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:53:49,502 - yago11k_0.001.log - [INFO] - [E:491| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:53:49,502 - yago11k_0.001.log - [INFO] - [Epoch:491]: Training Loss:0.001101 + +2023-06-13 21:53:49,907 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 21:54:11,267 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 21:54:32,226 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.41654, Head : 0.23626, Avg : 0.3264 + +2023-06-13 21:54:32,226 - yago11k_0.001.log - [INFO] - [Epoch 491]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-13 21:54:33,220 - yago11k_0.001.log - [INFO] - [E:492| 0]: Train Loss:0.0010902, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:56:19,370 - yago11k_0.001.log - [INFO] - [E:492| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:58:05,232 - yago11k_0.001.log - [INFO] - [E:492| 200]: Train Loss:0.0011022, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 21:59:51,068 - yago11k_0.001.log - [INFO] - [E:492| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:01:37,226 - yago11k_0.001.log - [INFO] - [E:492| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:03:23,136 - yago11k_0.001.log - [INFO] - [E:492| 500]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:05:08,161 - yago11k_0.001.log - [INFO] - [E:492| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:05:08,161 - yago11k_0.001.log - [INFO] - [Epoch:492]: Training Loss:0.001101 + +2023-06-13 22:05:08,501 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 22:05:29,229 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 22:05:50,327 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.41746, Head : 0.23838, Avg : 0.32792 + +2023-06-13 22:05:50,327 - yago11k_0.001.log - [INFO] - [Epoch 492]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-13 22:05:51,460 - yago11k_0.001.log - [INFO] - [E:493| 0]: Train Loss:0.0011067, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:07:37,785 - yago11k_0.001.log - [INFO] - [E:493| 100]: Train Loss:0.0011018, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:09:23,799 - yago11k_0.001.log - [INFO] - [E:493| 200]: Train Loss:0.0011017, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:11:09,754 - yago11k_0.001.log - [INFO] - [E:493| 300]: Train Loss:0.0011018, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:12:56,188 - yago11k_0.001.log - [INFO] - [E:493| 400]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:14:42,170 - yago11k_0.001.log - [INFO] - [E:493| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:16:27,141 - yago11k_0.001.log - [INFO] - [E:493| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:16:27,142 - yago11k_0.001.log - [INFO] - [Epoch:493]: Training Loss:0.001101 + +2023-06-13 22:16:27,515 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 22:16:48,259 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 22:17:09,236 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.41373, Head : 0.2352, Avg : 0.32447 + +2023-06-13 22:17:09,236 - yago11k_0.001.log - [INFO] - [Epoch 493]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-13 22:17:10,293 - yago11k_0.001.log - [INFO] - [E:494| 0]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:18:55,864 - yago11k_0.001.log - [INFO] - [E:494| 100]: Train Loss:0.0011011, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:20:41,944 - yago11k_0.001.log - [INFO] - [E:494| 200]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:22:27,708 - yago11k_0.001.log - [INFO] - [E:494| 300]: Train Loss:0.0011009, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:24:13,866 - yago11k_0.001.log - [INFO] - [E:494| 400]: Train Loss:0.0011012, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:26:00,062 - yago11k_0.001.log - [INFO] - [E:494| 500]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:27:45,335 - yago11k_0.001.log - [INFO] - [E:494| 600]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:27:45,336 - yago11k_0.001.log - [INFO] - [Epoch:494]: Training Loss:0.001102 + +2023-06-13 22:27:45,728 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 22:28:06,368 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 22:28:27,536 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 494 valid]: + MRR: Tail : 0.41836, Head : 0.23502, Avg : 0.32669 + +2023-06-13 22:28:27,536 - yago11k_0.001.log - [INFO] - [Epoch 494]: Training Loss: 0.0011016, Valid MRR: 0.32912, + + + +2023-06-13 22:28:28,609 - yago11k_0.001.log - [INFO] - [E:495| 0]: Train Loss:0.0010939, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:30:14,509 - yago11k_0.001.log - [INFO] - [E:495| 100]: Train Loss:0.0011005, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:32:00,505 - yago11k_0.001.log - [INFO] - [E:495| 200]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:33:46,650 - yago11k_0.001.log - [INFO] - [E:495| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:35:31,944 - yago11k_0.001.log - [INFO] - [E:495| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:37:18,025 - yago11k_0.001.log - [INFO] - [E:495| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:39:03,594 - yago11k_0.001.log - [INFO] - [E:495| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:39:03,594 - yago11k_0.001.log - [INFO] - [Epoch:495]: Training Loss:0.001101 + +2023-06-13 22:39:04,005 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 22:39:24,701 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 22:39:45,468 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 495 valid]: + MRR: Tail : 0.41606, Head : 0.2337, Avg : 0.32488 + +2023-06-13 22:39:45,469 - yago11k_0.001.log - [INFO] - [Epoch 495]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-13 22:39:46,538 - yago11k_0.001.log - [INFO] - [E:496| 0]: Train Loss:0.001101, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:41:32,751 - yago11k_0.001.log - [INFO] - [E:496| 100]: Train Loss:0.0011024, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:43:18,867 - yago11k_0.001.log - [INFO] - [E:496| 200]: Train Loss:0.0011007, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:45:05,097 - yago11k_0.001.log - [INFO] - [E:496| 300]: Train Loss:0.001101, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:46:51,278 - yago11k_0.001.log - [INFO] - [E:496| 400]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:48:36,788 - yago11k_0.001.log - [INFO] - [E:496| 500]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:50:22,246 - yago11k_0.001.log - [INFO] - [E:496| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:50:22,247 - yago11k_0.001.log - [INFO] - [Epoch:496]: Training Loss:0.001101 + +2023-06-13 22:50:22,631 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 22:50:43,913 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 22:51:04,180 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 496 valid]: + MRR: Tail : 0.4141, Head : 0.23445, Avg : 0.32427 + +2023-06-13 22:51:04,180 - yago11k_0.001.log - [INFO] - [Epoch 496]: Training Loss: 0.0011013, Valid MRR: 0.32912, + + + +2023-06-13 22:51:05,240 - yago11k_0.001.log - [INFO] - [E:497| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:52:51,502 - yago11k_0.001.log - [INFO] - [E:497| 100]: Train Loss:0.0010988, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:54:37,261 - yago11k_0.001.log - [INFO] - [E:497| 200]: Train Loss:0.0011001, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:56:23,225 - yago11k_0.001.log - [INFO] - [E:497| 300]: Train Loss:0.0011002, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:58:09,426 - yago11k_0.001.log - [INFO] - [E:497| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 22:59:55,175 - yago11k_0.001.log - [INFO] - [E:497| 500]: Train Loss:0.0011012, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:01:40,464 - yago11k_0.001.log - [INFO] - [E:497| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:01:40,465 - yago11k_0.001.log - [INFO] - [Epoch:497]: Training Loss:0.001101 + +2023-06-13 23:01:40,865 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 23:02:02,231 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 23:02:22,634 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 497 valid]: + MRR: Tail : 0.41439, Head : 0.23709, Avg : 0.32574 + +2023-06-13 23:02:22,634 - yago11k_0.001.log - [INFO] - [Epoch 497]: Training Loss: 0.0011013, Valid MRR: 0.32912, + + + +2023-06-13 23:02:23,702 - yago11k_0.001.log - [INFO] - [E:498| 0]: Train Loss:0.0011093, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:04:09,850 - yago11k_0.001.log - [INFO] - [E:498| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:05:55,223 - yago11k_0.001.log - [INFO] - [E:498| 200]: Train Loss:0.0011004, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:07:41,017 - yago11k_0.001.log - [INFO] - [E:498| 300]: Train Loss:0.0011003, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:09:26,737 - yago11k_0.001.log - [INFO] - [E:498| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:11:12,617 - yago11k_0.001.log - [INFO] - [E:498| 500]: Train Loss:0.0011005, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:12:57,757 - yago11k_0.001.log - [INFO] - [E:498| 600]: Train Loss:0.0011011, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:12:57,757 - yago11k_0.001.log - [INFO] - [Epoch:498]: Training Loss:0.001101 + +2023-06-13 23:12:58,125 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 23:13:19,445 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 23:13:39,943 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 498 valid]: + MRR: Tail : 0.41261, Head : 0.23554, Avg : 0.32408 + +2023-06-13 23:13:39,943 - yago11k_0.001.log - [INFO] - [Epoch 498]: Training Loss: 0.0011011, Valid MRR: 0.32912, + + + +2023-06-13 23:13:41,078 - yago11k_0.001.log - [INFO] - [E:499| 0]: Train Loss:0.0011021, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:15:27,244 - yago11k_0.001.log - [INFO] - [E:499| 100]: Train Loss:0.0010999, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:17:13,097 - yago11k_0.001.log - [INFO] - [E:499| 200]: Train Loss:0.0010994, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:18:59,248 - yago11k_0.001.log - [INFO] - [E:499| 300]: Train Loss:0.0010996, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:20:45,584 - yago11k_0.001.log - [INFO] - [E:499| 400]: Train Loss:0.0010997, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:22:31,495 - yago11k_0.001.log - [INFO] - [E:499| 500]: Train Loss:0.0011001, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:24:17,159 - yago11k_0.001.log - [INFO] - [E:499| 600]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_0.001.log +2023-06-13 23:24:17,160 - yago11k_0.001.log - [INFO] - [Epoch:499]: Training Loss:0.001101 + +2023-06-13 23:24:17,561 - yago11k_0.001.log - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 23:24:38,760 - yago11k_0.001.log - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 23:24:59,301 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 499 valid]: + MRR: Tail : 0.41282, Head : 0.23554, Avg : 0.32418 + MR: Tail : 690.63, Head : 1039.3, Avg : 864.99 + Hit-1: Tail : 0.32676, Head : 0.19422, Avg : 0.26049 + Hit-3: Tail : 0.45096, Head : 0.23312, Avg : 0.34204 + Hit-10: Tail : 0.58766, Head : 0.31578, Avg : 0.45172 +2023-06-13 23:24:59,302 - yago11k_0.001.log - [INFO] - [Epoch 499]: Training Loss: 0.0011008, Valid MRR: 0.32912, + + + +2023-06-13 23:24:59,302 - yago11k_0.001.log - [INFO] - Loading best model, evaluating on test data +2023-06-13 23:25:01,138 - yago11k_0.001.log - [INFO] - [Test, Tail_Batch Step 0] yago11k_0.001.log +2023-06-13 23:25:21,568 - yago11k_0.001.log - [INFO] - [Test, Head_Batch Step 0] yago11k_0.001.log +2023-06-13 23:25:41,711 - yago11k_0.001.log - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828 + MR: Tail : 752.02, Head : 1142.1, Avg : 947.06 + Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255 + Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491 + Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701 diff --git a/log/yago11k_both b/log/yago11k_both new file mode 100644 index 0000000..249c45a --- /dev/null +++ b/log/yago11k_both @@ -0,0 +1,9169 @@ +2023-06-07 17:05:53,368 - yago11k_both - [INFO] - {'dataset': 'yago11k_both', 'name': 'yago11k_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-07 17:06:00,180 - yago11k_both - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_both +2023-06-07 17:07:25,478 - yago11k_both - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_both +2023-06-07 17:08:50,484 - yago11k_both - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_both +2023-06-07 17:10:16,621 - yago11k_both - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_both +2023-06-07 17:11:41,370 - yago11k_both - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_both +2023-06-07 17:13:06,583 - yago11k_both - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_both +2023-06-07 17:14:31,813 - yago11k_both - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_both +2023-06-07 17:14:31,814 - yago11k_both - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-06-07 17:14:32,127 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 17:14:49,206 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 17:15:06,032 - yago11k_both - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857 + +2023-06-07 17:15:06,953 - yago11k_both - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857, + + + +2023-06-07 17:15:07,848 - yago11k_both - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k_both +2023-06-07 17:16:32,695 - yago11k_both - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k_both +2023-06-07 17:17:57,482 - yago11k_both - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k_both +2023-06-07 17:19:23,683 - yago11k_both - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k_both +2023-06-07 17:20:48,662 - yago11k_both - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k_both +2023-06-07 17:22:14,375 - yago11k_both - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k_both +2023-06-07 17:23:39,024 - yago11k_both - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k_both +2023-06-07 17:23:39,025 - yago11k_both - [INFO] - [Epoch:1]: Training Loss:0.008455 + +2023-06-07 17:23:39,336 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 17:23:56,377 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 17:24:13,178 - yago11k_both - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637 + +2023-06-07 17:24:14,147 - yago11k_both - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637, + + + +2023-06-07 17:24:15,034 - yago11k_both - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k_both +2023-06-07 17:25:39,820 - yago11k_both - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k_both +2023-06-07 17:27:04,843 - yago11k_both - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k_both +2023-06-07 17:28:31,067 - yago11k_both - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k_both +2023-06-07 17:29:56,105 - yago11k_both - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k_both +2023-06-07 17:31:22,349 - yago11k_both - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k_both +2023-06-07 17:32:46,792 - yago11k_both - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k_both +2023-06-07 17:32:46,793 - yago11k_both - [INFO] - [Epoch:2]: Training Loss:0.00419 + +2023-06-07 17:32:47,104 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 17:33:04,141 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 17:33:20,952 - yago11k_both - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714 + +2023-06-07 17:33:21,929 - yago11k_both - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714, + + + +2023-06-07 17:33:22,813 - yago11k_both - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k_both +2023-06-07 17:34:47,717 - yago11k_both - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k_both +2023-06-07 17:36:12,694 - yago11k_both - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k_both +2023-06-07 17:37:38,869 - yago11k_both - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k_both +2023-06-07 17:39:03,657 - yago11k_both - [INFO] - [E:3| 400]: Train Loss:0.0031191, Val MRR:0.03714, yago11k_both +2023-06-07 17:40:29,830 - yago11k_both - [INFO] - [E:3| 500]: Train Loss:0.00306, Val MRR:0.03714, yago11k_both +2023-06-07 17:41:54,038 - yago11k_both - [INFO] - [E:3| 600]: Train Loss:0.0030103, Val MRR:0.03714, yago11k_both +2023-06-07 17:41:54,039 - yago11k_both - [INFO] - [Epoch:3]: Training Loss:0.00301 + +2023-06-07 17:41:54,354 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 17:42:11,457 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 17:42:28,229 - yago11k_both - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.06552, Head : 0.00061, Avg : 0.03306 + +2023-06-07 17:42:28,229 - yago11k_both - [INFO] - [Epoch 3]: Training Loss: 0.0030103, Valid MRR: 0.03714, + + + +2023-06-07 17:42:29,133 - yago11k_both - [INFO] - [E:4| 0]: Train Loss:0.0026698, Val MRR:0.03714, yago11k_both +2023-06-07 17:43:54,162 - yago11k_both - [INFO] - [E:4| 100]: Train Loss:0.0026825, Val MRR:0.03714, yago11k_both +2023-06-07 17:45:19,768 - yago11k_both - [INFO] - [E:4| 200]: Train Loss:0.0026365, Val MRR:0.03714, yago11k_both +2023-06-07 17:46:45,160 - yago11k_both - [INFO] - [E:4| 300]: Train Loss:0.0026079, Val MRR:0.03714, yago11k_both +2023-06-07 17:48:10,222 - yago11k_both - [INFO] - [E:4| 400]: Train Loss:0.002583, Val MRR:0.03714, yago11k_both +2023-06-07 17:49:36,475 - yago11k_both - [INFO] - [E:4| 500]: Train Loss:0.0025611, Val MRR:0.03714, yago11k_both +2023-06-07 17:51:00,665 - yago11k_both - [INFO] - [E:4| 600]: Train Loss:0.0025447, Val MRR:0.03714, yago11k_both +2023-06-07 17:51:00,665 - yago11k_both - [INFO] - [Epoch:4]: Training Loss:0.002545 + +2023-06-07 17:51:00,974 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 17:51:17,987 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 17:51:34,821 - yago11k_both - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.07528, Head : 0.00075, Avg : 0.03802 + +2023-06-07 17:51:35,834 - yago11k_both - [INFO] - [Epoch 4]: Training Loss: 0.0025447, Valid MRR: 0.03802, + + + +2023-06-07 17:51:36,687 - yago11k_both - [INFO] - [E:5| 0]: Train Loss:0.0023094, Val MRR:0.03802, yago11k_both +2023-06-07 17:53:01,735 - yago11k_both - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.03802, yago11k_both +2023-06-07 17:54:27,870 - yago11k_both - [INFO] - [E:5| 200]: Train Loss:0.0023851, Val MRR:0.03802, yago11k_both +2023-06-07 17:55:53,017 - yago11k_both - [INFO] - [E:5| 300]: Train Loss:0.0023725, Val MRR:0.03802, yago11k_both +2023-06-07 17:57:18,072 - yago11k_both - [INFO] - [E:5| 400]: Train Loss:0.0023596, Val MRR:0.03802, yago11k_both +2023-06-07 17:58:44,270 - yago11k_both - [INFO] - [E:5| 500]: Train Loss:0.0023456, Val MRR:0.03802, yago11k_both +2023-06-07 18:00:08,701 - yago11k_both - [INFO] - [E:5| 600]: Train Loss:0.0023323, Val MRR:0.03802, yago11k_both +2023-06-07 18:00:08,702 - yago11k_both - [INFO] - [Epoch:5]: Training Loss:0.002332 + +2023-06-07 18:00:09,011 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 18:00:26,044 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 18:00:42,822 - yago11k_both - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.07903, Head : 0.00081, Avg : 0.03992 + +2023-06-07 18:00:43,773 - yago11k_both - [INFO] - [Epoch 5]: Training Loss: 0.0023323, Valid MRR: 0.03992, + + + +2023-06-07 18:00:44,624 - yago11k_both - [INFO] - [E:6| 0]: Train Loss:0.0025447, Val MRR:0.03992, yago11k_both +2023-06-07 18:02:09,738 - yago11k_both - [INFO] - [E:6| 100]: Train Loss:0.0022506, Val MRR:0.03992, yago11k_both +2023-06-07 18:03:35,969 - yago11k_both - [INFO] - [E:6| 200]: Train Loss:0.0022383, Val MRR:0.03992, yago11k_both +2023-06-07 18:05:00,744 - yago11k_both - [INFO] - [E:6| 300]: Train Loss:0.0022347, Val MRR:0.03992, yago11k_both +2023-06-07 18:06:25,791 - yago11k_both - [INFO] - [E:6| 400]: Train Loss:0.0022311, Val MRR:0.03992, yago11k_both +2023-06-07 18:07:51,964 - yago11k_both - [INFO] - [E:6| 500]: Train Loss:0.0022302, Val MRR:0.03992, yago11k_both +2023-06-07 18:09:16,420 - yago11k_both - [INFO] - [E:6| 600]: Train Loss:0.0022295, Val MRR:0.03992, yago11k_both +2023-06-07 18:09:16,420 - yago11k_both - [INFO] - [Epoch:6]: Training Loss:0.00223 + +2023-06-07 18:09:16,734 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 18:09:33,781 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 18:09:50,549 - yago11k_both - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.07508, Head : 0.00092, Avg : 0.038 + +2023-06-07 18:09:50,549 - yago11k_both - [INFO] - [Epoch 6]: Training Loss: 0.0022295, Valid MRR: 0.03992, + + + +2023-06-07 18:09:51,417 - yago11k_both - [INFO] - [E:7| 0]: Train Loss:0.0021228, Val MRR:0.03992, yago11k_both +2023-06-07 18:11:16,438 - yago11k_both - [INFO] - [E:7| 100]: Train Loss:0.0021803, Val MRR:0.03992, yago11k_both +2023-06-07 18:12:42,658 - yago11k_both - [INFO] - [E:7| 200]: Train Loss:0.0021782, Val MRR:0.03992, yago11k_both +2023-06-07 18:14:07,675 - yago11k_both - [INFO] - [E:7| 300]: Train Loss:0.0021829, Val MRR:0.03992, yago11k_both +2023-06-07 18:15:32,751 - yago11k_both - [INFO] - [E:7| 400]: Train Loss:0.0021847, Val MRR:0.03992, yago11k_both +2023-06-07 18:16:58,903 - yago11k_both - [INFO] - [E:7| 500]: Train Loss:0.0021826, Val MRR:0.03992, yago11k_both +2023-06-07 18:18:23,360 - yago11k_both - [INFO] - [E:7| 600]: Train Loss:0.0021781, Val MRR:0.03992, yago11k_both +2023-06-07 18:18:23,360 - yago11k_both - [INFO] - [Epoch:7]: Training Loss:0.002178 + +2023-06-07 18:18:23,675 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 18:18:40,719 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 18:18:57,530 - yago11k_both - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.07258, Head : 0.00096, Avg : 0.03677 + +2023-06-07 18:18:57,531 - yago11k_both - [INFO] - [Epoch 7]: Training Loss: 0.0021781, Valid MRR: 0.03992, + + + +2023-06-07 18:18:58,421 - yago11k_both - [INFO] - [E:8| 0]: Train Loss:0.0022541, Val MRR:0.03992, yago11k_both +2023-06-07 18:20:23,288 - yago11k_both - [INFO] - [E:8| 100]: Train Loss:0.0021498, Val MRR:0.03992, yago11k_both +2023-06-07 18:21:49,572 - yago11k_both - [INFO] - [E:8| 200]: Train Loss:0.0021634, Val MRR:0.03992, yago11k_both +2023-06-07 18:23:14,342 - yago11k_both - [INFO] - [E:8| 300]: Train Loss:0.002157, Val MRR:0.03992, yago11k_both +2023-06-07 18:24:39,893 - yago11k_both - [INFO] - [E:8| 400]: Train Loss:0.0021542, Val MRR:0.03992, yago11k_both +2023-06-07 18:26:05,366 - yago11k_both - [INFO] - [E:8| 500]: Train Loss:0.0021538, Val MRR:0.03992, yago11k_both +2023-06-07 18:27:29,851 - yago11k_both - [INFO] - [E:8| 600]: Train Loss:0.0021537, Val MRR:0.03992, yago11k_both +2023-06-07 18:27:29,852 - yago11k_both - [INFO] - [Epoch:8]: Training Loss:0.002154 + +2023-06-07 18:27:30,168 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 18:27:47,196 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 18:28:04,026 - yago11k_both - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.08409, Head : 0.00115, Avg : 0.04262 + +2023-06-07 18:28:04,977 - yago11k_both - [INFO] - [Epoch 8]: Training Loss: 0.0021537, Valid MRR: 0.04262, + + + +2023-06-07 18:28:05,840 - yago11k_both - [INFO] - [E:9| 0]: Train Loss:0.0021061, Val MRR:0.04262, yago11k_both +2023-06-07 18:29:30,650 - yago11k_both - [INFO] - [E:9| 100]: Train Loss:0.0021548, Val MRR:0.04262, yago11k_both +2023-06-07 18:30:56,772 - yago11k_both - [INFO] - [E:9| 200]: Train Loss:0.0021475, Val MRR:0.04262, yago11k_both +2023-06-07 18:32:21,749 - yago11k_both - [INFO] - [E:9| 300]: Train Loss:0.0021463, Val MRR:0.04262, yago11k_both +2023-06-07 18:33:47,742 - yago11k_both - [INFO] - [E:9| 400]: Train Loss:0.0021434, Val MRR:0.04262, yago11k_both +2023-06-07 18:35:12,997 - yago11k_both - [INFO] - [E:9| 500]: Train Loss:0.0021417, Val MRR:0.04262, yago11k_both +2023-06-07 18:36:37,487 - yago11k_both - [INFO] - [E:9| 600]: Train Loss:0.0021408, Val MRR:0.04262, yago11k_both +2023-06-07 18:36:37,487 - yago11k_both - [INFO] - [Epoch:9]: Training Loss:0.002141 + +2023-06-07 18:36:37,797 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 18:36:54,812 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 18:37:11,585 - yago11k_both - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.09668, Head : 0.00141, Avg : 0.04905 + MR: Tail : 2236.6, Head : 3426.5, Avg : 2831.5 + Hit-1: Tail : 0.05765, Head : 0.0, Avg : 0.02883 + Hit-3: Tail : 0.09489, Head : 0.0, Avg : 0.04744 + Hit-10: Tail : 0.17644, Head : 0.0, Avg : 0.08822 +2023-06-07 18:37:12,541 - yago11k_both - [INFO] - [Epoch 9]: Training Loss: 0.0021408, Valid MRR: 0.04905, + + + +2023-06-07 18:37:13,394 - yago11k_both - [INFO] - [E:10| 0]: Train Loss:0.0020497, Val MRR:0.04905, yago11k_both +2023-06-07 18:38:38,404 - yago11k_both - [INFO] - [E:10| 100]: Train Loss:0.0021407, Val MRR:0.04905, yago11k_both +2023-06-07 18:40:04,594 - yago11k_both - [INFO] - [E:10| 200]: Train Loss:0.0021328, Val MRR:0.04905, yago11k_both +2023-06-07 18:41:29,663 - yago11k_both - [INFO] - [E:10| 300]: Train Loss:0.0021293, Val MRR:0.04905, yago11k_both +2023-06-07 18:42:55,865 - yago11k_both - [INFO] - [E:10| 400]: Train Loss:0.0021279, Val MRR:0.04905, yago11k_both +2023-06-07 18:44:20,904 - yago11k_both - [INFO] - [E:10| 500]: Train Loss:0.0021285, Val MRR:0.04905, yago11k_both +2023-06-07 18:45:45,439 - yago11k_both - [INFO] - [E:10| 600]: Train Loss:0.0021274, Val MRR:0.04905, yago11k_both +2023-06-07 18:45:45,440 - yago11k_both - [INFO] - [Epoch:10]: Training Loss:0.002127 + +2023-06-07 18:45:45,753 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 18:46:02,789 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 18:46:19,621 - yago11k_both - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.11586, Head : 0.00281, Avg : 0.05934 + +2023-06-07 18:46:20,613 - yago11k_both - [INFO] - [Epoch 10]: Training Loss: 0.0021274, Valid MRR: 0.05934, + + + +2023-06-07 18:46:21,485 - yago11k_both - [INFO] - [E:11| 0]: Train Loss:0.0021802, Val MRR:0.05934, yago11k_both +2023-06-07 18:47:46,432 - yago11k_both - [INFO] - [E:11| 100]: Train Loss:0.0021032, Val MRR:0.05934, yago11k_both +2023-06-07 18:49:12,406 - yago11k_both - [INFO] - [E:11| 200]: Train Loss:0.0021092, Val MRR:0.05934, yago11k_both +2023-06-07 18:50:37,280 - yago11k_both - [INFO] - [E:11| 300]: Train Loss:0.0021084, Val MRR:0.05934, yago11k_both +2023-06-07 18:52:03,511 - yago11k_both - [INFO] - [E:11| 400]: Train Loss:0.0021039, Val MRR:0.05934, yago11k_both +2023-06-07 18:53:28,572 - yago11k_both - [INFO] - [E:11| 500]: Train Loss:0.0020986, Val MRR:0.05934, yago11k_both +2023-06-07 18:54:52,925 - yago11k_both - [INFO] - [E:11| 600]: Train Loss:0.0020981, Val MRR:0.05934, yago11k_both +2023-06-07 18:54:52,926 - yago11k_both - [INFO] - [Epoch:11]: Training Loss:0.002098 + +2023-06-07 18:54:53,235 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 18:55:10,361 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 18:55:33,153 - yago11k_both - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.12964, Head : 0.00329, Avg : 0.06647 + +2023-06-07 18:55:34,294 - yago11k_both - [INFO] - [Epoch 11]: Training Loss: 0.0020981, Valid MRR: 0.06647, + + + +2023-06-07 18:55:35,684 - yago11k_both - [INFO] - [E:12| 0]: Train Loss:0.0019769, Val MRR:0.06647, yago11k_both +2023-06-07 18:57:11,309 - yago11k_both - [INFO] - [E:12| 100]: Train Loss:0.0020848, Val MRR:0.06647, yago11k_both +2023-06-07 18:58:37,400 - yago11k_both - [INFO] - [E:12| 200]: Train Loss:0.0020907, Val MRR:0.06647, yago11k_both +2023-06-07 19:00:02,202 - yago11k_both - [INFO] - [E:12| 300]: Train Loss:0.0020877, Val MRR:0.06647, yago11k_both +2023-06-07 19:01:28,504 - yago11k_both - [INFO] - [E:12| 400]: Train Loss:0.0020815, Val MRR:0.06647, yago11k_both +2023-06-07 19:02:53,596 - yago11k_both - [INFO] - [E:12| 500]: Train Loss:0.0020756, Val MRR:0.06647, yago11k_both +2023-06-07 19:04:18,106 - yago11k_both - [INFO] - [E:12| 600]: Train Loss:0.0020709, Val MRR:0.06647, yago11k_both +2023-06-07 19:04:18,106 - yago11k_both - [INFO] - [Epoch:12]: Training Loss:0.002071 + +2023-06-07 19:04:18,379 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 19:04:35,332 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 19:04:52,202 - yago11k_both - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.13661, Head : 0.00381, Avg : 0.07021 + +2023-06-07 19:04:53,158 - yago11k_both - [INFO] - [Epoch 12]: Training Loss: 0.0020709, Valid MRR: 0.07021, + + + +2023-06-07 19:04:54,009 - yago11k_both - [INFO] - [E:13| 0]: Train Loss:0.0019609, Val MRR:0.07021, yago11k_both +2023-06-07 19:06:20,170 - yago11k_both - [INFO] - [E:13| 100]: Train Loss:0.0020649, Val MRR:0.07021, yago11k_both +2023-06-07 19:07:45,224 - yago11k_both - [INFO] - [E:13| 200]: Train Loss:0.0020542, Val MRR:0.07021, yago11k_both +2023-06-07 19:09:10,291 - yago11k_both - [INFO] - [E:13| 300]: Train Loss:0.0020535, Val MRR:0.07021, yago11k_both +2023-06-07 19:10:36,475 - yago11k_both - [INFO] - [E:13| 400]: Train Loss:0.0020522, Val MRR:0.07021, yago11k_both +2023-06-07 19:12:01,555 - yago11k_both - [INFO] - [E:13| 500]: Train Loss:0.0020507, Val MRR:0.07021, yago11k_both +2023-06-07 19:13:26,448 - yago11k_both - [INFO] - [E:13| 600]: Train Loss:0.0020487, Val MRR:0.07021, yago11k_both +2023-06-07 19:13:26,449 - yago11k_both - [INFO] - [Epoch:13]: Training Loss:0.002049 + +2023-06-07 19:13:26,722 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 19:13:43,127 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 19:13:59,919 - yago11k_both - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.15179, Head : 0.00401, Avg : 0.0779 + +2023-06-07 19:14:00,928 - yago11k_both - [INFO] - [Epoch 13]: Training Loss: 0.0020487, Valid MRR: 0.0779, + + + +2023-06-07 19:14:01,820 - yago11k_both - [INFO] - [E:14| 0]: Train Loss:0.0021393, Val MRR:0.0779, yago11k_both +2023-06-07 19:15:28,060 - yago11k_both - [INFO] - [E:14| 100]: Train Loss:0.0020289, Val MRR:0.0779, yago11k_both +2023-06-07 19:16:53,079 - yago11k_both - [INFO] - [E:14| 200]: Train Loss:0.0020338, Val MRR:0.0779, yago11k_both +2023-06-07 19:18:18,202 - yago11k_both - [INFO] - [E:14| 300]: Train Loss:0.0020335, Val MRR:0.0779, yago11k_both +2023-06-07 19:19:44,375 - yago11k_both - [INFO] - [E:14| 400]: Train Loss:0.002032, Val MRR:0.0779, yago11k_both +2023-06-07 19:21:09,415 - yago11k_both - [INFO] - [E:14| 500]: Train Loss:0.0020268, Val MRR:0.0779, yago11k_both +2023-06-07 19:22:34,693 - yago11k_both - [INFO] - [E:14| 600]: Train Loss:0.0020298, Val MRR:0.0779, yago11k_both +2023-06-07 19:22:34,694 - yago11k_both - [INFO] - [Epoch:14]: Training Loss:0.00203 + +2023-06-07 19:22:34,967 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 19:22:50,861 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 19:23:07,703 - yago11k_both - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.15848, Head : 0.00509, Avg : 0.08179 + +2023-06-07 19:23:08,667 - yago11k_both - [INFO] - [Epoch 14]: Training Loss: 0.0020298, Valid MRR: 0.08179, + + + +2023-06-07 19:23:09,528 - yago11k_both - [INFO] - [E:15| 0]: Train Loss:0.0019829, Val MRR:0.08179, yago11k_both +2023-06-07 19:24:35,742 - yago11k_both - [INFO] - [E:15| 100]: Train Loss:0.0020135, Val MRR:0.08179, yago11k_both +2023-06-07 19:26:00,721 - yago11k_both - [INFO] - [E:15| 200]: Train Loss:0.0020075, Val MRR:0.08179, yago11k_both +2023-06-07 19:27:25,845 - yago11k_both - [INFO] - [E:15| 300]: Train Loss:0.0020119, Val MRR:0.08179, yago11k_both +2023-06-07 19:28:52,023 - yago11k_both - [INFO] - [E:15| 400]: Train Loss:0.00201, Val MRR:0.08179, yago11k_both +2023-06-07 19:30:17,072 - yago11k_both - [INFO] - [E:15| 500]: Train Loss:0.0020078, Val MRR:0.08179, yago11k_both +2023-06-07 19:31:42,709 - yago11k_both - [INFO] - [E:15| 600]: Train Loss:0.0020085, Val MRR:0.08179, yago11k_both +2023-06-07 19:31:42,710 - yago11k_both - [INFO] - [Epoch:15]: Training Loss:0.002009 + +2023-06-07 19:31:43,020 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 19:31:58,539 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 19:32:15,328 - yago11k_both - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.17517, Head : 0.00815, Avg : 0.09166 + +2023-06-07 19:32:16,337 - yago11k_both - [INFO] - [Epoch 15]: Training Loss: 0.0020085, Valid MRR: 0.09166, + + + +2023-06-07 19:32:17,193 - yago11k_both - [INFO] - [E:16| 0]: Train Loss:0.0020151, Val MRR:0.09166, yago11k_both +2023-06-07 19:33:43,440 - yago11k_both - [INFO] - [E:16| 100]: Train Loss:0.0019851, Val MRR:0.09166, yago11k_both +2023-06-07 19:35:41,347 - yago11k_both - [INFO] - [E:16| 200]: Train Loss:0.0019912, Val MRR:0.09166, yago11k_both +2023-06-07 19:38:04,293 - yago11k_both - [INFO] - [E:16| 300]: Train Loss:0.0019926, Val MRR:0.09166, yago11k_both +2023-06-07 19:40:27,861 - yago11k_both - [INFO] - [E:16| 400]: Train Loss:0.0019889, Val MRR:0.09166, yago11k_both +2023-06-07 19:42:48,692 - yago11k_both - [INFO] - [E:16| 500]: Train Loss:0.0019895, Val MRR:0.09166, yago11k_both +2023-06-07 19:45:10,373 - yago11k_both - [INFO] - [E:16| 600]: Train Loss:0.0019866, Val MRR:0.09166, yago11k_both +2023-06-07 19:45:10,373 - yago11k_both - [INFO] - [Epoch:16]: Training Loss:0.001987 + +2023-06-07 19:45:10,912 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 19:45:39,522 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 19:46:06,598 - yago11k_both - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.17687, Head : 0.00941, Avg : 0.09314 + +2023-06-07 19:46:07,778 - yago11k_both - [INFO] - [Epoch 16]: Training Loss: 0.0019866, Valid MRR: 0.09314, + + + +2023-06-07 19:46:09,134 - yago11k_both - [INFO] - [E:17| 0]: Train Loss:0.0019333, Val MRR:0.09314, yago11k_both +2023-06-07 19:48:31,129 - yago11k_both - [INFO] - [E:17| 100]: Train Loss:0.0019763, Val MRR:0.09314, yago11k_both +2023-06-07 19:50:51,463 - yago11k_both - [INFO] - [E:17| 200]: Train Loss:0.0019642, Val MRR:0.09314, yago11k_both +2023-06-07 19:53:13,979 - yago11k_both - [INFO] - [E:17| 300]: Train Loss:0.0019694, Val MRR:0.09314, yago11k_both +2023-06-07 19:55:34,558 - yago11k_both - [INFO] - [E:17| 400]: Train Loss:0.0019709, Val MRR:0.09314, yago11k_both +2023-06-07 19:57:56,722 - yago11k_both - [INFO] - [E:17| 500]: Train Loss:0.0019665, Val MRR:0.09314, yago11k_both +2023-06-07 20:00:16,850 - yago11k_both - [INFO] - [E:17| 600]: Train Loss:0.0019626, Val MRR:0.09314, yago11k_both +2023-06-07 20:00:16,850 - yago11k_both - [INFO] - [Epoch:17]: Training Loss:0.001963 + +2023-06-07 20:00:17,343 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 20:00:45,889 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 20:01:14,037 - yago11k_both - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.18024, Head : 0.01324, Avg : 0.09674 + +2023-06-07 20:01:15,177 - yago11k_both - [INFO] - [Epoch 17]: Training Loss: 0.0019626, Valid MRR: 0.09674, + + + +2023-06-07 20:01:16,607 - yago11k_both - [INFO] - [E:18| 0]: Train Loss:0.0019648, Val MRR:0.09674, yago11k_both +2023-06-07 20:03:36,963 - yago11k_both - [INFO] - [E:18| 100]: Train Loss:0.0019498, Val MRR:0.09674, yago11k_both +2023-06-07 20:05:59,746 - yago11k_both - [INFO] - [E:18| 200]: Train Loss:0.0019508, Val MRR:0.09674, yago11k_both +2023-06-07 20:08:20,290 - yago11k_both - [INFO] - [E:18| 300]: Train Loss:0.0019502, Val MRR:0.09674, yago11k_both +2023-06-07 20:10:40,579 - yago11k_both - [INFO] - [E:18| 400]: Train Loss:0.0019477, Val MRR:0.09674, yago11k_both +2023-06-07 20:13:03,186 - yago11k_both - [INFO] - [E:18| 500]: Train Loss:0.0019409, Val MRR:0.09674, yago11k_both +2023-06-07 20:15:22,651 - yago11k_both - [INFO] - [E:18| 600]: Train Loss:0.0019391, Val MRR:0.09674, yago11k_both +2023-06-07 20:15:22,652 - yago11k_both - [INFO] - [Epoch:18]: Training Loss:0.001939 + +2023-06-07 20:15:23,133 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 20:15:51,667 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 20:16:19,615 - yago11k_both - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.18341, Head : 0.01697, Avg : 0.10019 + +2023-06-07 20:16:20,715 - yago11k_both - [INFO] - [Epoch 18]: Training Loss: 0.0019391, Valid MRR: 0.10019, + + + +2023-06-07 20:16:22,133 - yago11k_both - [INFO] - [E:19| 0]: Train Loss:0.0020229, Val MRR:0.10019, yago11k_both +2023-06-07 20:18:42,733 - yago11k_both - [INFO] - [E:19| 100]: Train Loss:0.001928, Val MRR:0.10019, yago11k_both +2023-06-07 20:21:05,062 - yago11k_both - [INFO] - [E:19| 200]: Train Loss:0.001927, Val MRR:0.10019, yago11k_both +2023-06-07 20:23:25,756 - yago11k_both - [INFO] - [E:19| 300]: Train Loss:0.0019232, Val MRR:0.10019, yago11k_both +2023-06-07 20:25:48,070 - yago11k_both - [INFO] - [E:19| 400]: Train Loss:0.0019186, Val MRR:0.10019, yago11k_both +2023-06-07 20:28:08,370 - yago11k_both - [INFO] - [E:19| 500]: Train Loss:0.0019161, Val MRR:0.10019, yago11k_both +2023-06-07 20:30:29,667 - yago11k_both - [INFO] - [E:19| 600]: Train Loss:0.0019145, Val MRR:0.10019, yago11k_both +2023-06-07 20:30:29,667 - yago11k_both - [INFO] - [Epoch:19]: Training Loss:0.001915 + +2023-06-07 20:30:30,148 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 20:30:56,861 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 20:31:25,044 - yago11k_both - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.18232, Head : 0.0214, Avg : 0.10186 + MR: Tail : 583.17, Head : 1120.8, Avg : 851.96 + Hit-1: Tail : 0.11517, Head : 0.00528, Avg : 0.06023 + Hit-3: Tail : 0.19366, Head : 0.01292, Avg : 0.10329 + Hit-10: Tail : 0.31412, Head : 0.04418, Avg : 0.17915 +2023-06-07 20:31:26,236 - yago11k_both - [INFO] - [Epoch 19]: Training Loss: 0.0019145, Valid MRR: 0.10186, + + + +2023-06-07 20:31:27,693 - yago11k_both - [INFO] - [E:20| 0]: Train Loss:0.0018055, Val MRR:0.10186, yago11k_both +2023-06-07 20:33:49,948 - yago11k_both - [INFO] - [E:20| 100]: Train Loss:0.0018947, Val MRR:0.10186, yago11k_both +2023-06-07 20:36:10,687 - yago11k_both - [INFO] - [E:20| 200]: Train Loss:0.0018972, Val MRR:0.10186, yago11k_both +2023-06-07 20:38:32,487 - yago11k_both - [INFO] - [E:20| 300]: Train Loss:0.0018955, Val MRR:0.10186, yago11k_both +2023-06-07 20:40:53,370 - yago11k_both - [INFO] - [E:20| 400]: Train Loss:0.0018928, Val MRR:0.10186, yago11k_both +2023-06-07 20:43:14,149 - yago11k_both - [INFO] - [E:20| 500]: Train Loss:0.0018887, Val MRR:0.10186, yago11k_both +2023-06-07 20:45:35,210 - yago11k_both - [INFO] - [E:20| 600]: Train Loss:0.0018885, Val MRR:0.10186, yago11k_both +2023-06-07 20:45:35,210 - yago11k_both - [INFO] - [Epoch:20]: Training Loss:0.001889 + +2023-06-07 20:45:35,730 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 20:46:04,274 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 20:46:32,411 - yago11k_both - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.18755, Head : 0.02308, Avg : 0.10531 + +2023-06-07 20:46:33,601 - yago11k_both - [INFO] - [Epoch 20]: Training Loss: 0.0018885, Valid MRR: 0.10531, + + + +2023-06-07 20:46:35,015 - yago11k_both - [INFO] - [E:21| 0]: Train Loss:0.0018059, Val MRR:0.10531, yago11k_both +2023-06-07 20:48:55,554 - yago11k_both - [INFO] - [E:21| 100]: Train Loss:0.0018555, Val MRR:0.10531, yago11k_both +2023-06-07 20:51:16,102 - yago11k_both - [INFO] - [E:21| 200]: Train Loss:0.0018627, Val MRR:0.10531, yago11k_both +2023-06-07 20:53:38,236 - yago11k_both - [INFO] - [E:21| 300]: Train Loss:0.0018617, Val MRR:0.10531, yago11k_both +2023-06-07 20:55:58,806 - yago11k_both - [INFO] - [E:21| 400]: Train Loss:0.0018609, Val MRR:0.10531, yago11k_both +2023-06-07 20:58:21,341 - yago11k_both - [INFO] - [E:21| 500]: Train Loss:0.0018628, Val MRR:0.10531, yago11k_both +2023-06-07 21:00:40,973 - yago11k_both - [INFO] - [E:21| 600]: Train Loss:0.001863, Val MRR:0.10531, yago11k_both +2023-06-07 21:00:40,973 - yago11k_both - [INFO] - [Epoch:21]: Training Loss:0.001863 + +2023-06-07 21:00:41,493 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 21:01:10,008 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 21:01:38,199 - yago11k_both - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.18825, Head : 0.02455, Avg : 0.1064 + +2023-06-07 21:01:39,495 - yago11k_both - [INFO] - [Epoch 21]: Training Loss: 0.001863, Valid MRR: 0.1064, + + + +2023-06-07 21:01:40,902 - yago11k_both - [INFO] - [E:22| 0]: Train Loss:0.001819, Val MRR:0.1064, yago11k_both +2023-06-07 21:04:00,877 - yago11k_both - [INFO] - [E:22| 100]: Train Loss:0.0018519, Val MRR:0.1064, yago11k_both +2023-06-07 21:06:23,327 - yago11k_both - [INFO] - [E:22| 200]: Train Loss:0.0018454, Val MRR:0.1064, yago11k_both +2023-06-07 21:08:43,942 - yago11k_both - [INFO] - [E:22| 300]: Train Loss:0.0018433, Val MRR:0.1064, yago11k_both +2023-06-07 21:10:56,835 - yago11k_both - [INFO] - [E:22| 400]: Train Loss:0.0018405, Val MRR:0.1064, yago11k_both +2023-06-07 21:13:01,039 - yago11k_both - [INFO] - [E:22| 500]: Train Loss:0.00184, Val MRR:0.1064, yago11k_both +2023-06-07 21:15:03,744 - yago11k_both - [INFO] - [E:22| 600]: Train Loss:0.0018382, Val MRR:0.1064, yago11k_both +2023-06-07 21:15:03,745 - yago11k_both - [INFO] - [Epoch:22]: Training Loss:0.001838 + +2023-06-07 21:15:04,162 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 21:15:28,930 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 21:15:53,644 - yago11k_both - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.18878, Head : 0.03076, Avg : 0.10977 + +2023-06-07 21:15:54,725 - yago11k_both - [INFO] - [Epoch 22]: Training Loss: 0.0018382, Valid MRR: 0.10977, + + + +2023-06-07 21:15:55,979 - yago11k_both - [INFO] - [E:23| 0]: Train Loss:0.0018549, Val MRR:0.10977, yago11k_both +2023-06-07 21:18:00,062 - yago11k_both - [INFO] - [E:23| 100]: Train Loss:0.0018154, Val MRR:0.10977, yago11k_both +2023-06-07 21:20:19,872 - yago11k_both - [INFO] - [E:23| 200]: Train Loss:0.001815, Val MRR:0.10977, yago11k_both +2023-06-07 21:22:40,369 - yago11k_both - [INFO] - [E:23| 300]: Train Loss:0.0018131, Val MRR:0.10977, yago11k_both +2023-06-07 21:25:02,478 - yago11k_both - [INFO] - [E:23| 400]: Train Loss:0.0018163, Val MRR:0.10977, yago11k_both +2023-06-07 21:27:22,926 - yago11k_both - [INFO] - [E:23| 500]: Train Loss:0.0018139, Val MRR:0.10977, yago11k_both +2023-06-07 21:29:43,912 - yago11k_both - [INFO] - [E:23| 600]: Train Loss:0.0018126, Val MRR:0.10977, yago11k_both +2023-06-07 21:29:43,912 - yago11k_both - [INFO] - [Epoch:23]: Training Loss:0.001813 + +2023-06-07 21:29:44,405 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 21:30:11,340 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 21:30:39,308 - yago11k_both - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.18, Head : 0.03602, Avg : 0.10801 + +2023-06-07 21:30:39,308 - yago11k_both - [INFO] - [Epoch 23]: Training Loss: 0.0018126, Valid MRR: 0.10977, + + + +2023-06-07 21:30:40,724 - yago11k_both - [INFO] - [E:24| 0]: Train Loss:0.0018262, Val MRR:0.10977, yago11k_both +2023-06-07 21:33:02,802 - yago11k_both - [INFO] - [E:24| 100]: Train Loss:0.0018016, Val MRR:0.10977, yago11k_both +2023-06-07 21:35:23,365 - yago11k_both - [INFO] - [E:24| 200]: Train Loss:0.0017946, Val MRR:0.10977, yago11k_both +2023-06-07 21:37:45,692 - yago11k_both - [INFO] - [E:24| 300]: Train Loss:0.0017923, Val MRR:0.10977, yago11k_both +2023-06-07 21:40:06,264 - yago11k_both - [INFO] - [E:24| 400]: Train Loss:0.0017917, Val MRR:0.10977, yago11k_both +2023-06-07 21:42:28,283 - yago11k_both - [INFO] - [E:24| 500]: Train Loss:0.0017908, Val MRR:0.10977, yago11k_both +2023-06-07 21:44:51,550 - yago11k_both - [INFO] - [E:24| 600]: Train Loss:0.0017877, Val MRR:0.10977, yago11k_both +2023-06-07 21:44:51,550 - yago11k_both - [INFO] - [Epoch:24]: Training Loss:0.001788 + +2023-06-07 21:44:52,044 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 21:45:20,927 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 21:45:49,034 - yago11k_both - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.17812, Head : 0.0392, Avg : 0.10866 + +2023-06-07 21:45:49,034 - yago11k_both - [INFO] - [Epoch 24]: Training Loss: 0.0017877, Valid MRR: 0.10977, + + + +2023-06-07 21:45:50,372 - yago11k_both - [INFO] - [E:25| 0]: Train Loss:0.0018176, Val MRR:0.10977, yago11k_both +2023-06-07 21:48:12,856 - yago11k_both - [INFO] - [E:25| 100]: Train Loss:0.0017644, Val MRR:0.10977, yago11k_both +2023-06-07 21:50:34,569 - yago11k_both - [INFO] - [E:25| 200]: Train Loss:0.0017726, Val MRR:0.10977, yago11k_both +2023-06-07 21:52:58,769 - yago11k_both - [INFO] - [E:25| 300]: Train Loss:0.001769, Val MRR:0.10977, yago11k_both +2023-06-07 21:55:20,953 - yago11k_both - [INFO] - [E:25| 400]: Train Loss:0.0017672, Val MRR:0.10977, yago11k_both +2023-06-07 21:57:45,083 - yago11k_both - [INFO] - [E:25| 500]: Train Loss:0.0017617, Val MRR:0.10977, yago11k_both +2023-06-07 22:00:06,174 - yago11k_both - [INFO] - [E:25| 600]: Train Loss:0.0017605, Val MRR:0.10977, yago11k_both +2023-06-07 22:00:06,174 - yago11k_both - [INFO] - [Epoch:25]: Training Loss:0.001761 + +2023-06-07 22:00:06,704 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 22:00:35,608 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 22:01:04,054 - yago11k_both - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.19042, Head : 0.04369, Avg : 0.11706 + +2023-06-07 22:01:05,191 - yago11k_both - [INFO] - [Epoch 25]: Training Loss: 0.0017605, Valid MRR: 0.11706, + + + +2023-06-07 22:01:06,615 - yago11k_both - [INFO] - [E:26| 0]: Train Loss:0.0016713, Val MRR:0.11706, yago11k_both +2023-06-07 22:03:28,612 - yago11k_both - [INFO] - [E:26| 100]: Train Loss:0.0017438, Val MRR:0.11706, yago11k_both +2023-06-07 22:05:51,628 - yago11k_both - [INFO] - [E:26| 200]: Train Loss:0.0017417, Val MRR:0.11706, yago11k_both +2023-06-07 22:08:14,531 - yago11k_both - [INFO] - [E:26| 300]: Train Loss:0.0017424, Val MRR:0.11706, yago11k_both +2023-06-07 22:10:37,004 - yago11k_both - [INFO] - [E:26| 400]: Train Loss:0.0017401, Val MRR:0.11706, yago11k_both +2023-06-07 22:13:00,950 - yago11k_both - [INFO] - [E:26| 500]: Train Loss:0.0017365, Val MRR:0.11706, yago11k_both +2023-06-07 22:15:22,122 - yago11k_both - [INFO] - [E:26| 600]: Train Loss:0.0017351, Val MRR:0.11706, yago11k_both +2023-06-07 22:15:22,123 - yago11k_both - [INFO] - [Epoch:26]: Training Loss:0.001735 + +2023-06-07 22:15:22,647 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 22:15:51,504 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 22:16:19,925 - yago11k_both - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.20449, Head : 0.0497, Avg : 0.12709 + +2023-06-07 22:16:21,216 - yago11k_both - [INFO] - [Epoch 26]: Training Loss: 0.0017351, Valid MRR: 0.12709, + + + +2023-06-07 22:16:22,712 - yago11k_both - [INFO] - [E:27| 0]: Train Loss:0.0017051, Val MRR:0.12709, yago11k_both +2023-06-07 22:18:44,802 - yago11k_both - [INFO] - [E:27| 100]: Train Loss:0.0017154, Val MRR:0.12709, yago11k_both +2023-06-07 22:21:08,916 - yago11k_both - [INFO] - [E:27| 200]: Train Loss:0.0017132, Val MRR:0.12709, yago11k_both +2023-06-07 22:23:31,090 - yago11k_both - [INFO] - [E:27| 300]: Train Loss:0.0017163, Val MRR:0.12709, yago11k_both +2023-06-07 22:25:53,774 - yago11k_both - [INFO] - [E:27| 400]: Train Loss:0.0017129, Val MRR:0.12709, yago11k_both +2023-06-07 22:28:17,430 - yago11k_both - [INFO] - [E:27| 500]: Train Loss:0.0017112, Val MRR:0.12709, yago11k_both +2023-06-07 22:30:38,527 - yago11k_both - [INFO] - [E:27| 600]: Train Loss:0.0017109, Val MRR:0.12709, yago11k_both +2023-06-07 22:30:38,528 - yago11k_both - [INFO] - [Epoch:27]: Training Loss:0.001711 + +2023-06-07 22:30:38,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 22:31:08,031 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 22:31:36,456 - yago11k_both - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.19792, Head : 0.05361, Avg : 0.12577 + +2023-06-07 22:31:36,457 - yago11k_both - [INFO] - [Epoch 27]: Training Loss: 0.0017109, Valid MRR: 0.12709, + + + +2023-06-07 22:31:37,933 - yago11k_both - [INFO] - [E:28| 0]: Train Loss:0.0016293, Val MRR:0.12709, yago11k_both +2023-06-07 22:34:00,156 - yago11k_both - [INFO] - [E:28| 100]: Train Loss:0.0016881, Val MRR:0.12709, yago11k_both +2023-06-07 22:36:23,948 - yago11k_both - [INFO] - [E:28| 200]: Train Loss:0.0016874, Val MRR:0.12709, yago11k_both +2023-06-07 22:38:46,117 - yago11k_both - [INFO] - [E:28| 300]: Train Loss:0.0016872, Val MRR:0.12709, yago11k_both +2023-06-07 22:41:10,332 - yago11k_both - [INFO] - [E:28| 400]: Train Loss:0.0016894, Val MRR:0.12709, yago11k_both +2023-06-07 22:43:32,652 - yago11k_both - [INFO] - [E:28| 500]: Train Loss:0.0016875, Val MRR:0.12709, yago11k_both +2023-06-07 22:45:54,081 - yago11k_both - [INFO] - [E:28| 600]: Train Loss:0.001686, Val MRR:0.12709, yago11k_both +2023-06-07 22:45:54,081 - yago11k_both - [INFO] - [Epoch:28]: Training Loss:0.001686 + +2023-06-07 22:45:54,566 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 22:46:23,250 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 22:46:51,658 - yago11k_both - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.2142, Head : 0.06249, Avg : 0.13835 + +2023-06-07 22:46:52,784 - yago11k_both - [INFO] - [Epoch 28]: Training Loss: 0.001686, Valid MRR: 0.13835, + + + +2023-06-07 22:46:54,243 - yago11k_both - [INFO] - [E:29| 0]: Train Loss:0.0016233, Val MRR:0.13835, yago11k_both +2023-06-07 22:49:18,038 - yago11k_both - [INFO] - [E:29| 100]: Train Loss:0.0016722, Val MRR:0.13835, yago11k_both +2023-06-07 22:51:39,985 - yago11k_both - [INFO] - [E:29| 200]: Train Loss:0.0016688, Val MRR:0.13835, yago11k_both +2023-06-07 22:54:01,132 - yago11k_both - [INFO] - [E:29| 300]: Train Loss:0.0016656, Val MRR:0.13835, yago11k_both +2023-06-07 22:56:06,637 - yago11k_both - [INFO] - [E:29| 400]: Train Loss:0.0016651, Val MRR:0.13835, yago11k_both +2023-06-07 22:58:10,478 - yago11k_both - [INFO] - [E:29| 500]: Train Loss:0.001665, Val MRR:0.13835, yago11k_both +2023-06-07 23:00:14,970 - yago11k_both - [INFO] - [E:29| 600]: Train Loss:0.0016629, Val MRR:0.13835, yago11k_both +2023-06-07 23:00:14,970 - yago11k_both - [INFO] - [Epoch:29]: Training Loss:0.001663 + +2023-06-07 23:00:15,417 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 23:00:38,810 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 23:01:03,327 - yago11k_both - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.22043, Head : 0.07447, Avg : 0.14745 + MR: Tail : 206.62, Head : 653.85, Avg : 430.23 + Hit-1: Tail : 0.11864, Head : 0.02667, Avg : 0.07266 + Hit-3: Tail : 0.25299, Head : 0.06891, Avg : 0.16095 + Hit-10: Tail : 0.41901, Head : 0.16421, Avg : 0.29161 +2023-06-07 23:01:04,443 - yago11k_both - [INFO] - [Epoch 29]: Training Loss: 0.0016629, Valid MRR: 0.14745, + + + +2023-06-07 23:01:05,678 - yago11k_both - [INFO] - [E:30| 0]: Train Loss:0.0016335, Val MRR:0.14745, yago11k_both +2023-06-07 23:03:24,061 - yago11k_both - [INFO] - [E:30| 100]: Train Loss:0.0016397, Val MRR:0.14745, yago11k_both +2023-06-07 23:05:45,044 - yago11k_both - [INFO] - [E:30| 200]: Train Loss:0.0016463, Val MRR:0.14745, yago11k_both +2023-06-07 23:08:07,255 - yago11k_both - [INFO] - [E:30| 300]: Train Loss:0.0016457, Val MRR:0.14745, yago11k_both +2023-06-07 23:10:27,863 - yago11k_both - [INFO] - [E:30| 400]: Train Loss:0.001645, Val MRR:0.14745, yago11k_both +2023-06-07 23:12:48,572 - yago11k_both - [INFO] - [E:30| 500]: Train Loss:0.0016417, Val MRR:0.14745, yago11k_both +2023-06-07 23:15:09,990 - yago11k_both - [INFO] - [E:30| 600]: Train Loss:0.0016406, Val MRR:0.14745, yago11k_both +2023-06-07 23:15:09,990 - yago11k_both - [INFO] - [Epoch:30]: Training Loss:0.001641 + +2023-06-07 23:15:10,495 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 23:15:38,983 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 23:16:07,067 - yago11k_both - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.24147, Head : 0.08289, Avg : 0.16218 + +2023-06-07 23:16:08,242 - yago11k_both - [INFO] - [Epoch 30]: Training Loss: 0.0016406, Valid MRR: 0.16218, + + + +2023-06-07 23:16:09,622 - yago11k_both - [INFO] - [E:31| 0]: Train Loss:0.0017034, Val MRR:0.16218, yago11k_both +2023-06-07 23:18:29,936 - yago11k_both - [INFO] - [E:31| 100]: Train Loss:0.0016288, Val MRR:0.16218, yago11k_both +2023-06-07 23:20:50,698 - yago11k_both - [INFO] - [E:31| 200]: Train Loss:0.0016227, Val MRR:0.16218, yago11k_both +2023-06-07 23:23:13,493 - yago11k_both - [INFO] - [E:31| 300]: Train Loss:0.0016211, Val MRR:0.16218, yago11k_both +2023-06-07 23:25:34,004 - yago11k_both - [INFO] - [E:31| 400]: Train Loss:0.00162, Val MRR:0.16218, yago11k_both +2023-06-07 23:27:56,379 - yago11k_both - [INFO] - [E:31| 500]: Train Loss:0.0016193, Val MRR:0.16218, yago11k_both +2023-06-07 23:30:16,059 - yago11k_both - [INFO] - [E:31| 600]: Train Loss:0.0016183, Val MRR:0.16218, yago11k_both +2023-06-07 23:30:16,059 - yago11k_both - [INFO] - [Epoch:31]: Training Loss:0.001618 + +2023-06-07 23:30:16,546 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 23:30:45,172 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 23:31:13,366 - yago11k_both - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.24721, Head : 0.0963, Avg : 0.17175 + +2023-06-07 23:31:14,541 - yago11k_both - [INFO] - [Epoch 31]: Training Loss: 0.0016183, Valid MRR: 0.17175, + + + +2023-06-07 23:31:15,977 - yago11k_both - [INFO] - [E:32| 0]: Train Loss:0.0015903, Val MRR:0.17175, yago11k_both +2023-06-07 23:33:36,321 - yago11k_both - [INFO] - [E:32| 100]: Train Loss:0.0016033, Val MRR:0.17175, yago11k_both +2023-06-07 23:35:58,252 - yago11k_both - [INFO] - [E:32| 200]: Train Loss:0.0016056, Val MRR:0.17175, yago11k_both +2023-06-07 23:38:18,499 - yago11k_both - [INFO] - [E:32| 300]: Train Loss:0.001604, Val MRR:0.17175, yago11k_both +2023-06-07 23:40:40,436 - yago11k_both - [INFO] - [E:32| 400]: Train Loss:0.0016008, Val MRR:0.17175, yago11k_both +2023-06-07 23:43:01,141 - yago11k_both - [INFO] - [E:32| 500]: Train Loss:0.0015999, Val MRR:0.17175, yago11k_both +2023-06-07 23:45:20,813 - yago11k_both - [INFO] - [E:32| 600]: Train Loss:0.0015977, Val MRR:0.17175, yago11k_both +2023-06-07 23:45:20,813 - yago11k_both - [INFO] - [Epoch:32]: Training Loss:0.001598 + +2023-06-07 23:45:21,342 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-07 23:45:49,962 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-07 23:46:18,125 - yago11k_both - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.25964, Head : 0.10648, Avg : 0.18306 + +2023-06-07 23:46:19,167 - yago11k_both - [INFO] - [Epoch 32]: Training Loss: 0.0015977, Valid MRR: 0.18306, + + + +2023-06-07 23:46:20,582 - yago11k_both - [INFO] - [E:33| 0]: Train Loss:0.0016469, Val MRR:0.18306, yago11k_both +2023-06-07 23:48:42,662 - yago11k_both - [INFO] - [E:33| 100]: Train Loss:0.0015827, Val MRR:0.18306, yago11k_both +2023-06-07 23:51:01,044 - yago11k_both - [INFO] - [E:33| 200]: Train Loss:0.0015772, Val MRR:0.18306, yago11k_both +2023-06-07 23:53:22,037 - yago11k_both - [INFO] - [E:33| 300]: Train Loss:0.0015776, Val MRR:0.18306, yago11k_both +2023-06-07 23:55:44,154 - yago11k_both - [INFO] - [E:33| 400]: Train Loss:0.0015778, Val MRR:0.18306, yago11k_both +2023-06-07 23:58:04,859 - yago11k_both - [INFO] - [E:33| 500]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_both +2023-06-08 00:00:26,014 - yago11k_both - [INFO] - [E:33| 600]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_both +2023-06-08 00:00:26,015 - yago11k_both - [INFO] - [Epoch:33]: Training Loss:0.001578 + +2023-06-08 00:00:26,536 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 00:00:55,248 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 00:01:22,259 - yago11k_both - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.2859, Head : 0.11851, Avg : 0.2022 + +2023-06-08 00:01:23,408 - yago11k_both - [INFO] - [Epoch 33]: Training Loss: 0.0015784, Valid MRR: 0.2022, + + + +2023-06-08 00:01:24,732 - yago11k_both - [INFO] - [E:34| 0]: Train Loss:0.0015723, Val MRR:0.2022, yago11k_both +2023-06-08 00:03:46,774 - yago11k_both - [INFO] - [E:34| 100]: Train Loss:0.0015751, Val MRR:0.2022, yago11k_both +2023-06-08 00:06:07,250 - yago11k_both - [INFO] - [E:34| 200]: Train Loss:0.0015682, Val MRR:0.2022, yago11k_both +2023-06-08 00:08:29,605 - yago11k_both - [INFO] - [E:34| 300]: Train Loss:0.0015648, Val MRR:0.2022, yago11k_both +2023-06-08 00:10:49,997 - yago11k_both - [INFO] - [E:34| 400]: Train Loss:0.0015642, Val MRR:0.2022, yago11k_both +2023-06-08 00:13:12,289 - yago11k_both - [INFO] - [E:34| 500]: Train Loss:0.0015614, Val MRR:0.2022, yago11k_both +2023-06-08 00:15:32,098 - yago11k_both - [INFO] - [E:34| 600]: Train Loss:0.0015596, Val MRR:0.2022, yago11k_both +2023-06-08 00:15:32,099 - yago11k_both - [INFO] - [Epoch:34]: Training Loss:0.00156 + +2023-06-08 00:15:32,594 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 00:16:01,220 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 00:16:29,420 - yago11k_both - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.2822, Head : 0.12347, Avg : 0.20284 + +2023-06-08 00:16:30,602 - yago11k_both - [INFO] - [Epoch 34]: Training Loss: 0.0015596, Valid MRR: 0.20284, + + + +2023-06-08 00:16:32,083 - yago11k_both - [INFO] - [E:35| 0]: Train Loss:0.0016254, Val MRR:0.20284, yago11k_both +2023-06-08 00:18:52,715 - yago11k_both - [INFO] - [E:35| 100]: Train Loss:0.0015528, Val MRR:0.20284, yago11k_both +2023-06-08 00:21:15,156 - yago11k_both - [INFO] - [E:35| 200]: Train Loss:0.0015478, Val MRR:0.20284, yago11k_both +2023-06-08 00:23:35,604 - yago11k_both - [INFO] - [E:35| 300]: Train Loss:0.001545, Val MRR:0.20284, yago11k_both +2023-06-08 00:25:56,078 - yago11k_both - [INFO] - [E:35| 400]: Train Loss:0.0015443, Val MRR:0.20284, yago11k_both +2023-06-08 00:28:18,484 - yago11k_both - [INFO] - [E:35| 500]: Train Loss:0.0015426, Val MRR:0.20284, yago11k_both +2023-06-08 00:30:37,966 - yago11k_both - [INFO] - [E:35| 600]: Train Loss:0.0015413, Val MRR:0.20284, yago11k_both +2023-06-08 00:30:37,966 - yago11k_both - [INFO] - [Epoch:35]: Training Loss:0.001541 + +2023-06-08 00:30:38,477 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 00:31:06,965 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 00:31:35,168 - yago11k_both - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.28984, Head : 0.13855, Avg : 0.21419 + +2023-06-08 00:31:36,285 - yago11k_both - [INFO] - [Epoch 35]: Training Loss: 0.0015413, Valid MRR: 0.21419, + + + +2023-06-08 00:31:37,715 - yago11k_both - [INFO] - [E:36| 0]: Train Loss:0.0015247, Val MRR:0.21419, yago11k_both +2023-06-08 00:33:58,197 - yago11k_both - [INFO] - [E:36| 100]: Train Loss:0.0015275, Val MRR:0.21419, yago11k_both +2023-06-08 00:36:20,444 - yago11k_both - [INFO] - [E:36| 200]: Train Loss:0.0015288, Val MRR:0.21419, yago11k_both +2023-06-08 00:38:33,602 - yago11k_both - [INFO] - [E:36| 300]: Train Loss:0.0015283, Val MRR:0.21419, yago11k_both +2023-06-08 00:40:39,257 - yago11k_both - [INFO] - [E:36| 400]: Train Loss:0.0015266, Val MRR:0.21419, yago11k_both +2023-06-08 00:42:43,016 - yago11k_both - [INFO] - [E:36| 500]: Train Loss:0.0015277, Val MRR:0.21419, yago11k_both +2023-06-08 00:44:46,066 - yago11k_both - [INFO] - [E:36| 600]: Train Loss:0.0015261, Val MRR:0.21419, yago11k_both +2023-06-08 00:44:46,066 - yago11k_both - [INFO] - [Epoch:36]: Training Loss:0.001526 + +2023-06-08 00:44:46,557 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 00:45:10,867 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 00:45:39,116 - yago11k_both - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.29453, Head : 0.13671, Avg : 0.21562 + +2023-06-08 00:45:40,259 - yago11k_both - [INFO] - [Epoch 36]: Training Loss: 0.0015261, Valid MRR: 0.21562, + + + +2023-06-08 00:45:41,678 - yago11k_both - [INFO] - [E:37| 0]: Train Loss:0.0014882, Val MRR:0.21562, yago11k_both +2023-06-08 00:48:03,928 - yago11k_both - [INFO] - [E:37| 100]: Train Loss:0.0015124, Val MRR:0.21562, yago11k_both +2023-06-08 00:50:24,596 - yago11k_both - [INFO] - [E:37| 200]: Train Loss:0.0015139, Val MRR:0.21562, yago11k_both +2023-06-08 00:52:45,140 - yago11k_both - [INFO] - [E:37| 300]: Train Loss:0.0015134, Val MRR:0.21562, yago11k_both +2023-06-08 00:55:07,476 - yago11k_both - [INFO] - [E:37| 400]: Train Loss:0.001513, Val MRR:0.21562, yago11k_both +2023-06-08 00:57:25,856 - yago11k_both - [INFO] - [E:37| 500]: Train Loss:0.0015127, Val MRR:0.21562, yago11k_both +2023-06-08 00:59:47,238 - yago11k_both - [INFO] - [E:37| 600]: Train Loss:0.0015098, Val MRR:0.21562, yago11k_both +2023-06-08 00:59:47,238 - yago11k_both - [INFO] - [Epoch:37]: Training Loss:0.00151 + +2023-06-08 00:59:47,722 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 01:00:16,357 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 01:00:44,052 - yago11k_both - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.2957, Head : 0.1454, Avg : 0.22055 + +2023-06-08 01:00:45,300 - yago11k_both - [INFO] - [Epoch 37]: Training Loss: 0.0015098, Valid MRR: 0.22055, + + + +2023-06-08 01:00:46,648 - yago11k_both - [INFO] - [E:38| 0]: Train Loss:0.0014486, Val MRR:0.22055, yago11k_both +2023-06-08 01:03:08,283 - yago11k_both - [INFO] - [E:38| 100]: Train Loss:0.0015016, Val MRR:0.22055, yago11k_both +2023-06-08 01:05:28,981 - yago11k_both - [INFO] - [E:38| 200]: Train Loss:0.0014999, Val MRR:0.22055, yago11k_both +2023-06-08 01:07:51,649 - yago11k_both - [INFO] - [E:38| 300]: Train Loss:0.0014988, Val MRR:0.22055, yago11k_both +2023-06-08 01:10:12,184 - yago11k_both - [INFO] - [E:38| 400]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_both +2023-06-08 01:12:34,623 - yago11k_both - [INFO] - [E:38| 500]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_both +2023-06-08 01:14:54,134 - yago11k_both - [INFO] - [E:38| 600]: Train Loss:0.0014958, Val MRR:0.22055, yago11k_both +2023-06-08 01:14:54,134 - yago11k_both - [INFO] - [Epoch:38]: Training Loss:0.001496 + +2023-06-08 01:14:54,676 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 01:15:23,233 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 01:15:51,436 - yago11k_both - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.31033, Head : 0.15121, Avg : 0.23077 + +2023-06-08 01:15:52,588 - yago11k_both - [INFO] - [Epoch 38]: Training Loss: 0.0014958, Valid MRR: 0.23077, + + + +2023-06-08 01:15:54,031 - yago11k_both - [INFO] - [E:39| 0]: Train Loss:0.0014858, Val MRR:0.23077, yago11k_both +2023-06-08 01:18:14,845 - yago11k_both - [INFO] - [E:39| 100]: Train Loss:0.0014827, Val MRR:0.23077, yago11k_both +2023-06-08 01:20:25,650 - yago11k_both - [INFO] - [E:39| 200]: Train Loss:0.0014836, Val MRR:0.23077, yago11k_both +2023-06-08 01:22:27,139 - yago11k_both - [INFO] - [E:39| 300]: Train Loss:0.0014839, Val MRR:0.23077, yago11k_both +2023-06-08 01:24:29,220 - yago11k_both - [INFO] - [E:39| 400]: Train Loss:0.0014832, Val MRR:0.23077, yago11k_both +2023-06-08 01:26:31,191 - yago11k_both - [INFO] - [E:39| 500]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_both +2023-06-08 01:28:32,119 - yago11k_both - [INFO] - [E:39| 600]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_both +2023-06-08 01:28:32,119 - yago11k_both - [INFO] - [Epoch:39]: Training Loss:0.001481 + +2023-06-08 01:28:32,567 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 01:28:56,856 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 01:29:20,649 - yago11k_both - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.32739, Head : 0.16107, Avg : 0.24423 + MR: Tail : 249.29, Head : 614.69, Avg : 431.99 + Hit-1: Tail : 0.2252, Head : 0.10864, Avg : 0.16692 + Hit-3: Tail : 0.36955, Head : 0.16477, Avg : 0.26716 + Hit-10: Tail : 0.53543, Head : 0.26216, Avg : 0.39879 +2023-06-08 01:29:21,709 - yago11k_both - [INFO] - [Epoch 39]: Training Loss: 0.0014814, Valid MRR: 0.24423, + + + +2023-06-08 01:29:22,948 - yago11k_both - [INFO] - [E:40| 0]: Train Loss:0.0014528, Val MRR:0.24423, yago11k_both +2023-06-08 01:31:24,170 - yago11k_both - [INFO] - [E:40| 100]: Train Loss:0.0014586, Val MRR:0.24423, yago11k_both +2023-06-08 01:33:25,533 - yago11k_both - [INFO] - [E:40| 200]: Train Loss:0.0014642, Val MRR:0.24423, yago11k_both +2023-06-08 01:35:26,951 - yago11k_both - [INFO] - [E:40| 300]: Train Loss:0.001468, Val MRR:0.24423, yago11k_both +2023-06-08 01:37:28,772 - yago11k_both - [INFO] - [E:40| 400]: Train Loss:0.0014681, Val MRR:0.24423, yago11k_both +2023-06-08 01:39:30,473 - yago11k_both - [INFO] - [E:40| 500]: Train Loss:0.0014691, Val MRR:0.24423, yago11k_both +2023-06-08 01:41:31,281 - yago11k_both - [INFO] - [E:40| 600]: Train Loss:0.001469, Val MRR:0.24423, yago11k_both +2023-06-08 01:41:31,282 - yago11k_both - [INFO] - [Epoch:40]: Training Loss:0.001469 + +2023-06-08 01:41:31,729 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 01:41:55,893 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 01:42:19,547 - yago11k_both - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.33048, Head : 0.16469, Avg : 0.24759 + +2023-06-08 01:42:20,660 - yago11k_both - [INFO] - [Epoch 40]: Training Loss: 0.001469, Valid MRR: 0.24759, + + + +2023-06-08 01:42:21,866 - yago11k_both - [INFO] - [E:41| 0]: Train Loss:0.0013983, Val MRR:0.24759, yago11k_both +2023-06-08 01:44:22,955 - yago11k_both - [INFO] - [E:41| 100]: Train Loss:0.0014626, Val MRR:0.24759, yago11k_both +2023-06-08 01:46:24,140 - yago11k_both - [INFO] - [E:41| 200]: Train Loss:0.0014596, Val MRR:0.24759, yago11k_both +2023-06-08 01:48:25,729 - yago11k_both - [INFO] - [E:41| 300]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_both +2023-06-08 01:50:27,036 - yago11k_both - [INFO] - [E:41| 400]: Train Loss:0.0014583, Val MRR:0.24759, yago11k_both +2023-06-08 01:52:28,813 - yago11k_both - [INFO] - [E:41| 500]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_both +2023-06-08 01:54:29,325 - yago11k_both - [INFO] - [E:41| 600]: Train Loss:0.0014571, Val MRR:0.24759, yago11k_both +2023-06-08 01:54:29,326 - yago11k_both - [INFO] - [Epoch:41]: Training Loss:0.001457 + +2023-06-08 01:54:29,770 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 01:54:54,068 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 01:55:17,931 - yago11k_both - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.32566, Head : 0.1693, Avg : 0.24748 + +2023-06-08 01:55:17,931 - yago11k_both - [INFO] - [Epoch 41]: Training Loss: 0.0014571, Valid MRR: 0.24759, + + + +2023-06-08 01:55:19,179 - yago11k_both - [INFO] - [E:42| 0]: Train Loss:0.001499, Val MRR:0.24759, yago11k_both +2023-06-08 01:57:20,878 - yago11k_both - [INFO] - [E:42| 100]: Train Loss:0.0014562, Val MRR:0.24759, yago11k_both +2023-06-08 01:59:22,887 - yago11k_both - [INFO] - [E:42| 200]: Train Loss:0.00145, Val MRR:0.24759, yago11k_both +2023-06-08 02:01:23,953 - yago11k_both - [INFO] - [E:42| 300]: Train Loss:0.0014506, Val MRR:0.24759, yago11k_both +2023-06-08 02:03:25,724 - yago11k_both - [INFO] - [E:42| 400]: Train Loss:0.0014479, Val MRR:0.24759, yago11k_both +2023-06-08 02:05:30,788 - yago11k_both - [INFO] - [E:42| 500]: Train Loss:0.0014475, Val MRR:0.24759, yago11k_both +2023-06-08 02:07:51,895 - yago11k_both - [INFO] - [E:42| 600]: Train Loss:0.0014463, Val MRR:0.24759, yago11k_both +2023-06-08 02:07:51,895 - yago11k_both - [INFO] - [Epoch:42]: Training Loss:0.001446 + +2023-06-08 02:07:52,383 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 02:08:20,907 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 02:08:48,719 - yago11k_both - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.32798, Head : 0.17264, Avg : 0.25031 + +2023-06-08 02:08:49,800 - yago11k_both - [INFO] - [Epoch 42]: Training Loss: 0.0014463, Valid MRR: 0.25031, + + + +2023-06-08 02:08:51,031 - yago11k_both - [INFO] - [E:43| 0]: Train Loss:0.0014214, Val MRR:0.25031, yago11k_both +2023-06-08 02:11:10,475 - yago11k_both - [INFO] - [E:43| 100]: Train Loss:0.0014362, Val MRR:0.25031, yago11k_both +2023-06-08 02:13:30,461 - yago11k_both - [INFO] - [E:43| 200]: Train Loss:0.0014385, Val MRR:0.25031, yago11k_both +2023-06-08 02:15:50,979 - yago11k_both - [INFO] - [E:43| 300]: Train Loss:0.0014367, Val MRR:0.25031, yago11k_both +2023-06-08 02:18:02,710 - yago11k_both - [INFO] - [E:43| 400]: Train Loss:0.0014358, Val MRR:0.25031, yago11k_both +2023-06-08 02:20:08,332 - yago11k_both - [INFO] - [E:43| 500]: Train Loss:0.0014346, Val MRR:0.25031, yago11k_both +2023-06-08 02:22:10,797 - yago11k_both - [INFO] - [E:43| 600]: Train Loss:0.0014347, Val MRR:0.25031, yago11k_both +2023-06-08 02:22:10,798 - yago11k_both - [INFO] - [Epoch:43]: Training Loss:0.001435 + +2023-06-08 02:22:11,259 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 02:22:36,308 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 02:23:01,009 - yago11k_both - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.33572, Head : 0.17928, Avg : 0.2575 + +2023-06-08 02:23:02,052 - yago11k_both - [INFO] - [Epoch 43]: Training Loss: 0.0014347, Valid MRR: 0.2575, + + + +2023-06-08 02:23:03,327 - yago11k_both - [INFO] - [E:44| 0]: Train Loss:0.0013915, Val MRR:0.2575, yago11k_both +2023-06-08 02:25:11,139 - yago11k_both - [INFO] - [E:44| 100]: Train Loss:0.0014281, Val MRR:0.2575, yago11k_both +2023-06-08 02:27:33,385 - yago11k_both - [INFO] - [E:44| 200]: Train Loss:0.0014276, Val MRR:0.2575, yago11k_both +2023-06-08 02:29:53,913 - yago11k_both - [INFO] - [E:44| 300]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_both +2023-06-08 02:32:15,090 - yago11k_both - [INFO] - [E:44| 400]: Train Loss:0.001426, Val MRR:0.2575, yago11k_both +2023-06-08 02:34:36,404 - yago11k_both - [INFO] - [E:44| 500]: Train Loss:0.0014256, Val MRR:0.2575, yago11k_both +2023-06-08 02:36:55,689 - yago11k_both - [INFO] - [E:44| 600]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_both +2023-06-08 02:36:55,690 - yago11k_both - [INFO] - [Epoch:44]: Training Loss:0.001425 + +2023-06-08 02:36:56,151 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 02:37:24,709 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 02:37:52,842 - yago11k_both - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.33245, Head : 0.18303, Avg : 0.25774 + +2023-06-08 02:37:54,032 - yago11k_both - [INFO] - [Epoch 44]: Training Loss: 0.0014254, Valid MRR: 0.25774, + + + +2023-06-08 02:37:55,461 - yago11k_both - [INFO] - [E:45| 0]: Train Loss:0.0013914, Val MRR:0.25774, yago11k_both +2023-06-08 02:40:16,663 - yago11k_both - [INFO] - [E:45| 100]: Train Loss:0.0014194, Val MRR:0.25774, yago11k_both +2023-06-08 02:42:38,378 - yago11k_both - [INFO] - [E:45| 200]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_both +2023-06-08 02:44:58,949 - yago11k_both - [INFO] - [E:45| 300]: Train Loss:0.0014172, Val MRR:0.25774, yago11k_both +2023-06-08 02:47:21,030 - yago11k_both - [INFO] - [E:45| 400]: Train Loss:0.0014173, Val MRR:0.25774, yago11k_both +2023-06-08 02:49:41,246 - yago11k_both - [INFO] - [E:45| 500]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_both +2023-06-08 02:52:02,451 - yago11k_both - [INFO] - [E:45| 600]: Train Loss:0.0014155, Val MRR:0.25774, yago11k_both +2023-06-08 02:52:02,452 - yago11k_both - [INFO] - [Epoch:45]: Training Loss:0.001416 + +2023-06-08 02:52:02,985 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 02:52:30,776 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 02:52:58,059 - yago11k_both - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.35204, Head : 0.18608, Avg : 0.26906 + +2023-06-08 02:52:59,282 - yago11k_both - [INFO] - [Epoch 45]: Training Loss: 0.0014155, Valid MRR: 0.26906, + + + +2023-06-08 02:53:00,714 - yago11k_both - [INFO] - [E:46| 0]: Train Loss:0.0013849, Val MRR:0.26906, yago11k_both +2023-06-08 02:55:22,758 - yago11k_both - [INFO] - [E:46| 100]: Train Loss:0.0014002, Val MRR:0.26906, yago11k_both +2023-06-08 02:57:43,348 - yago11k_both - [INFO] - [E:46| 200]: Train Loss:0.0014046, Val MRR:0.26906, yago11k_both +2023-06-08 03:00:05,760 - yago11k_both - [INFO] - [E:46| 300]: Train Loss:0.0014084, Val MRR:0.26906, yago11k_both +2023-06-08 03:02:26,340 - yago11k_both - [INFO] - [E:46| 400]: Train Loss:0.0014077, Val MRR:0.26906, yago11k_both +2023-06-08 03:04:47,767 - yago11k_both - [INFO] - [E:46| 500]: Train Loss:0.0014083, Val MRR:0.26906, yago11k_both +2023-06-08 03:07:08,497 - yago11k_both - [INFO] - [E:46| 600]: Train Loss:0.0014073, Val MRR:0.26906, yago11k_both +2023-06-08 03:07:08,497 - yago11k_both - [INFO] - [Epoch:46]: Training Loss:0.001407 + +2023-06-08 03:07:09,003 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 03:07:37,651 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 03:08:05,812 - yago11k_both - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.34568, Head : 0.18739, Avg : 0.26653 + +2023-06-08 03:08:05,813 - yago11k_both - [INFO] - [Epoch 46]: Training Loss: 0.0014073, Valid MRR: 0.26906, + + + +2023-06-08 03:08:07,250 - yago11k_both - [INFO] - [E:47| 0]: Train Loss:0.0013648, Val MRR:0.26906, yago11k_both +2023-06-08 03:10:27,928 - yago11k_both - [INFO] - [E:47| 100]: Train Loss:0.0014006, Val MRR:0.26906, yago11k_both +2023-06-08 03:12:49,648 - yago11k_both - [INFO] - [E:47| 200]: Train Loss:0.001398, Val MRR:0.26906, yago11k_both +2023-06-08 03:15:10,955 - yago11k_both - [INFO] - [E:47| 300]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_both +2023-06-08 03:17:31,113 - yago11k_both - [INFO] - [E:47| 400]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_both +2023-06-08 03:19:53,349 - yago11k_both - [INFO] - [E:47| 500]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_both +2023-06-08 03:22:13,022 - yago11k_both - [INFO] - [E:47| 600]: Train Loss:0.0013983, Val MRR:0.26906, yago11k_both +2023-06-08 03:22:13,022 - yago11k_both - [INFO] - [Epoch:47]: Training Loss:0.001398 + +2023-06-08 03:22:13,509 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 03:22:41,889 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 03:23:10,069 - yago11k_both - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.35947, Head : 0.1886, Avg : 0.27403 + +2023-06-08 03:23:11,177 - yago11k_both - [INFO] - [Epoch 47]: Training Loss: 0.0013983, Valid MRR: 0.27403, + + + +2023-06-08 03:23:12,616 - yago11k_both - [INFO] - [E:48| 0]: Train Loss:0.0014319, Val MRR:0.27403, yago11k_both +2023-06-08 03:25:33,072 - yago11k_both - [INFO] - [E:48| 100]: Train Loss:0.001391, Val MRR:0.27403, yago11k_both +2023-06-08 03:27:55,193 - yago11k_both - [INFO] - [E:48| 200]: Train Loss:0.001388, Val MRR:0.27403, yago11k_both +2023-06-08 03:30:15,741 - yago11k_both - [INFO] - [E:48| 300]: Train Loss:0.0013902, Val MRR:0.27403, yago11k_both +2023-06-08 03:32:37,787 - yago11k_both - [INFO] - [E:48| 400]: Train Loss:0.0013905, Val MRR:0.27403, yago11k_both +2023-06-08 03:34:58,235 - yago11k_both - [INFO] - [E:48| 500]: Train Loss:0.0013901, Val MRR:0.27403, yago11k_both +2023-06-08 03:37:18,774 - yago11k_both - [INFO] - [E:48| 600]: Train Loss:0.0013911, Val MRR:0.27403, yago11k_both +2023-06-08 03:37:18,775 - yago11k_both - [INFO] - [Epoch:48]: Training Loss:0.001391 + +2023-06-08 03:37:19,276 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 03:37:46,819 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 03:38:14,948 - yago11k_both - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.35894, Head : 0.19248, Avg : 0.27571 + +2023-06-08 03:38:16,048 - yago11k_both - [INFO] - [Epoch 48]: Training Loss: 0.0013911, Valid MRR: 0.27571, + + + +2023-06-08 03:38:17,485 - yago11k_both - [INFO] - [E:49| 0]: Train Loss:0.0013308, Val MRR:0.27571, yago11k_both +2023-06-08 03:40:39,737 - yago11k_both - [INFO] - [E:49| 100]: Train Loss:0.0013843, Val MRR:0.27571, yago11k_both +2023-06-08 03:43:00,259 - yago11k_both - [INFO] - [E:49| 200]: Train Loss:0.0013811, Val MRR:0.27571, yago11k_both +2023-06-08 03:45:21,783 - yago11k_both - [INFO] - [E:49| 300]: Train Loss:0.0013847, Val MRR:0.27571, yago11k_both +2023-06-08 03:47:42,850 - yago11k_both - [INFO] - [E:49| 400]: Train Loss:0.0013855, Val MRR:0.27571, yago11k_both +2023-06-08 03:50:03,342 - yago11k_both - [INFO] - [E:49| 500]: Train Loss:0.0013841, Val MRR:0.27571, yago11k_both +2023-06-08 03:52:24,876 - yago11k_both - [INFO] - [E:49| 600]: Train Loss:0.0013829, Val MRR:0.27571, yago11k_both +2023-06-08 03:52:24,876 - yago11k_both - [INFO] - [Epoch:49]: Training Loss:0.001383 + +2023-06-08 03:52:25,393 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 03:52:54,198 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 03:53:22,137 - yago11k_both - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.36109, Head : 0.19619, Avg : 0.27864 + MR: Tail : 298.11, Head : 629.29, Avg : 463.7 + Hit-1: Tail : 0.25979, Head : 0.15046, Avg : 0.20513 + Hit-3: Tail : 0.41053, Head : 0.19116, Avg : 0.30085 + Hit-10: Tail : 0.55891, Head : 0.293, Avg : 0.42595 +2023-06-08 03:53:23,436 - yago11k_both - [INFO] - [Epoch 49]: Training Loss: 0.0013829, Valid MRR: 0.27864, + + + +2023-06-08 03:53:24,784 - yago11k_both - [INFO] - [E:50| 0]: Train Loss:0.0013244, Val MRR:0.27864, yago11k_both +2023-06-08 03:55:45,757 - yago11k_both - [INFO] - [E:50| 100]: Train Loss:0.0013699, Val MRR:0.27864, yago11k_both +2023-06-08 03:58:04,118 - yago11k_both - [INFO] - [E:50| 200]: Train Loss:0.0013722, Val MRR:0.27864, yago11k_both +2023-06-08 04:00:26,516 - yago11k_both - [INFO] - [E:50| 300]: Train Loss:0.0013741, Val MRR:0.27864, yago11k_both +2023-06-08 04:02:30,990 - yago11k_both - [INFO] - [E:50| 400]: Train Loss:0.0013749, Val MRR:0.27864, yago11k_both +2023-06-08 04:04:36,561 - yago11k_both - [INFO] - [E:50| 500]: Train Loss:0.0013751, Val MRR:0.27864, yago11k_both +2023-06-08 04:06:39,919 - yago11k_both - [INFO] - [E:50| 600]: Train Loss:0.0013757, Val MRR:0.27864, yago11k_both +2023-06-08 04:06:39,919 - yago11k_both - [INFO] - [Epoch:50]: Training Loss:0.001376 + +2023-06-08 04:06:40,372 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 04:07:05,430 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 04:07:30,221 - yago11k_both - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.36382, Head : 0.19798, Avg : 0.2809 + +2023-06-08 04:07:31,316 - yago11k_both - [INFO] - [Epoch 50]: Training Loss: 0.0013757, Valid MRR: 0.2809, + + + +2023-06-08 04:07:32,613 - yago11k_both - [INFO] - [E:51| 0]: Train Loss:0.0013666, Val MRR:0.2809, yago11k_both +2023-06-08 04:09:49,161 - yago11k_both - [INFO] - [E:51| 100]: Train Loss:0.0013667, Val MRR:0.2809, yago11k_both +2023-06-08 04:12:12,313 - yago11k_both - [INFO] - [E:51| 200]: Train Loss:0.0013675, Val MRR:0.2809, yago11k_both +2023-06-08 04:14:33,519 - yago11k_both - [INFO] - [E:51| 300]: Train Loss:0.0013671, Val MRR:0.2809, yago11k_both +2023-06-08 04:16:54,541 - yago11k_both - [INFO] - [E:51| 400]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_both +2023-06-08 04:19:17,341 - yago11k_both - [INFO] - [E:51| 500]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_both +2023-06-08 04:21:37,248 - yago11k_both - [INFO] - [E:51| 600]: Train Loss:0.0013696, Val MRR:0.2809, yago11k_both +2023-06-08 04:21:37,249 - yago11k_both - [INFO] - [Epoch:51]: Training Loss:0.00137 + +2023-06-08 04:21:37,745 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 04:22:06,466 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 04:22:34,620 - yago11k_both - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.36128, Head : 0.19581, Avg : 0.27854 + +2023-06-08 04:22:34,620 - yago11k_both - [INFO] - [Epoch 51]: Training Loss: 0.0013696, Valid MRR: 0.2809, + + + +2023-06-08 04:22:36,067 - yago11k_both - [INFO] - [E:52| 0]: Train Loss:0.0013417, Val MRR:0.2809, yago11k_both +2023-06-08 04:24:57,168 - yago11k_both - [INFO] - [E:52| 100]: Train Loss:0.0013642, Val MRR:0.2809, yago11k_both +2023-06-08 04:27:20,285 - yago11k_both - [INFO] - [E:52| 200]: Train Loss:0.0013615, Val MRR:0.2809, yago11k_both +2023-06-08 04:29:41,467 - yago11k_both - [INFO] - [E:52| 300]: Train Loss:0.0013645, Val MRR:0.2809, yago11k_both +2023-06-08 04:32:04,355 - yago11k_both - [INFO] - [E:52| 400]: Train Loss:0.0013637, Val MRR:0.2809, yago11k_both +2023-06-08 04:34:25,610 - yago11k_both - [INFO] - [E:52| 500]: Train Loss:0.0013631, Val MRR:0.2809, yago11k_both +2023-06-08 04:36:46,492 - yago11k_both - [INFO] - [E:52| 600]: Train Loss:0.0013629, Val MRR:0.2809, yago11k_both +2023-06-08 04:36:46,492 - yago11k_both - [INFO] - [Epoch:52]: Training Loss:0.001363 + +2023-06-08 04:36:46,981 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 04:37:14,796 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 04:37:42,968 - yago11k_both - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.36653, Head : 0.19822, Avg : 0.28238 + +2023-06-08 04:37:44,240 - yago11k_both - [INFO] - [Epoch 52]: Training Loss: 0.0013629, Valid MRR: 0.28238, + + + +2023-06-08 04:37:45,693 - yago11k_both - [INFO] - [E:53| 0]: Train Loss:0.0013612, Val MRR:0.28238, yago11k_both +2023-06-08 04:40:08,631 - yago11k_both - [INFO] - [E:53| 100]: Train Loss:0.0013537, Val MRR:0.28238, yago11k_both +2023-06-08 04:42:29,865 - yago11k_both - [INFO] - [E:53| 200]: Train Loss:0.0013547, Val MRR:0.28238, yago11k_both +2023-06-08 04:44:51,622 - yago11k_both - [INFO] - [E:53| 300]: Train Loss:0.0013548, Val MRR:0.28238, yago11k_both +2023-06-08 04:47:14,076 - yago11k_both - [INFO] - [E:53| 400]: Train Loss:0.0013554, Val MRR:0.28238, yago11k_both +2023-06-08 04:49:35,413 - yago11k_both - [INFO] - [E:53| 500]: Train Loss:0.001355, Val MRR:0.28238, yago11k_both +2023-06-08 04:51:57,297 - yago11k_both - [INFO] - [E:53| 600]: Train Loss:0.0013566, Val MRR:0.28238, yago11k_both +2023-06-08 04:51:57,297 - yago11k_both - [INFO] - [Epoch:53]: Training Loss:0.001357 + +2023-06-08 04:51:57,796 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 04:52:26,364 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 04:52:53,320 - yago11k_both - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.37122, Head : 0.20021, Avg : 0.28571 + +2023-06-08 04:52:54,534 - yago11k_both - [INFO] - [Epoch 53]: Training Loss: 0.0013566, Valid MRR: 0.28571, + + + +2023-06-08 04:52:55,875 - yago11k_both - [INFO] - [E:54| 0]: Train Loss:0.0013067, Val MRR:0.28571, yago11k_both +2023-06-08 04:55:18,792 - yago11k_both - [INFO] - [E:54| 100]: Train Loss:0.0013518, Val MRR:0.28571, yago11k_both +2023-06-08 04:57:39,821 - yago11k_both - [INFO] - [E:54| 200]: Train Loss:0.0013497, Val MRR:0.28571, yago11k_both +2023-06-08 05:00:02,967 - yago11k_both - [INFO] - [E:54| 300]: Train Loss:0.0013495, Val MRR:0.28571, yago11k_both +2023-06-08 05:02:24,187 - yago11k_both - [INFO] - [E:54| 400]: Train Loss:0.0013503, Val MRR:0.28571, yago11k_both +2023-06-08 05:04:46,686 - yago11k_both - [INFO] - [E:54| 500]: Train Loss:0.0013493, Val MRR:0.28571, yago11k_both +2023-06-08 05:07:07,404 - yago11k_both - [INFO] - [E:54| 600]: Train Loss:0.0013512, Val MRR:0.28571, yago11k_both +2023-06-08 05:07:07,405 - yago11k_both - [INFO] - [Epoch:54]: Training Loss:0.001351 + +2023-06-08 05:07:07,960 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 05:07:36,689 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 05:08:04,928 - yago11k_both - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.36589, Head : 0.20332, Avg : 0.28461 + +2023-06-08 05:08:04,928 - yago11k_both - [INFO] - [Epoch 54]: Training Loss: 0.0013512, Valid MRR: 0.28571, + + + +2023-06-08 05:08:06,365 - yago11k_both - [INFO] - [E:55| 0]: Train Loss:0.0013707, Val MRR:0.28571, yago11k_both +2023-06-08 05:10:27,151 - yago11k_both - [INFO] - [E:55| 100]: Train Loss:0.0013484, Val MRR:0.28571, yago11k_both +2023-06-08 05:12:49,749 - yago11k_both - [INFO] - [E:55| 200]: Train Loss:0.0013464, Val MRR:0.28571, yago11k_both +2023-06-08 05:15:11,197 - yago11k_both - [INFO] - [E:55| 300]: Train Loss:0.0013466, Val MRR:0.28571, yago11k_both +2023-06-08 05:17:32,278 - yago11k_both - [INFO] - [E:55| 400]: Train Loss:0.001346, Val MRR:0.28571, yago11k_both +2023-06-08 05:19:55,145 - yago11k_both - [INFO] - [E:55| 500]: Train Loss:0.0013455, Val MRR:0.28571, yago11k_both +2023-06-08 05:22:15,237 - yago11k_both - [INFO] - [E:55| 600]: Train Loss:0.0013453, Val MRR:0.28571, yago11k_both +2023-06-08 05:22:15,238 - yago11k_both - [INFO] - [Epoch:55]: Training Loss:0.001345 + +2023-06-08 05:22:15,774 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 05:22:44,315 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 05:23:12,444 - yago11k_both - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.37269, Head : 0.20251, Avg : 0.2876 + +2023-06-08 05:23:13,627 - yago11k_both - [INFO] - [Epoch 55]: Training Loss: 0.0013453, Valid MRR: 0.2876, + + + +2023-06-08 05:23:15,071 - yago11k_both - [INFO] - [E:56| 0]: Train Loss:0.0012799, Val MRR:0.2876, yago11k_both +2023-06-08 05:25:36,175 - yago11k_both - [INFO] - [E:56| 100]: Train Loss:0.0013425, Val MRR:0.2876, yago11k_both +2023-06-08 05:27:59,458 - yago11k_both - [INFO] - [E:56| 200]: Train Loss:0.0013413, Val MRR:0.2876, yago11k_both +2023-06-08 05:30:20,775 - yago11k_both - [INFO] - [E:56| 300]: Train Loss:0.0013389, Val MRR:0.2876, yago11k_both +2023-06-08 05:32:43,655 - yago11k_both - [INFO] - [E:56| 400]: Train Loss:0.001339, Val MRR:0.2876, yago11k_both +2023-06-08 05:35:05,130 - yago11k_both - [INFO] - [E:56| 500]: Train Loss:0.0013388, Val MRR:0.2876, yago11k_both +2023-06-08 05:37:25,348 - yago11k_both - [INFO] - [E:56| 600]: Train Loss:0.0013391, Val MRR:0.2876, yago11k_both +2023-06-08 05:37:25,349 - yago11k_both - [INFO] - [Epoch:56]: Training Loss:0.001339 + +2023-06-08 05:37:25,881 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 05:37:54,526 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 05:38:22,759 - yago11k_both - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.37002, Head : 0.20462, Avg : 0.28732 + +2023-06-08 05:38:22,759 - yago11k_both - [INFO] - [Epoch 56]: Training Loss: 0.0013391, Valid MRR: 0.2876, + + + +2023-06-08 05:38:24,218 - yago11k_both - [INFO] - [E:57| 0]: Train Loss:0.0014582, Val MRR:0.2876, yago11k_both +2023-06-08 05:40:47,147 - yago11k_both - [INFO] - [E:57| 100]: Train Loss:0.0013313, Val MRR:0.2876, yago11k_both +2023-06-08 05:43:07,874 - yago11k_both - [INFO] - [E:57| 200]: Train Loss:0.0013345, Val MRR:0.2876, yago11k_both +2023-06-08 05:45:18,132 - yago11k_both - [INFO] - [E:57| 300]: Train Loss:0.0013358, Val MRR:0.2876, yago11k_both +2023-06-08 05:47:23,128 - yago11k_both - [INFO] - [E:57| 400]: Train Loss:0.0013357, Val MRR:0.2876, yago11k_both +2023-06-08 05:49:26,639 - yago11k_both - [INFO] - [E:57| 500]: Train Loss:0.0013351, Val MRR:0.2876, yago11k_both +2023-06-08 05:51:30,922 - yago11k_both - [INFO] - [E:57| 600]: Train Loss:0.0013349, Val MRR:0.2876, yago11k_both +2023-06-08 05:51:30,922 - yago11k_both - [INFO] - [Epoch:57]: Training Loss:0.001335 + +2023-06-08 05:51:31,363 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 05:51:55,784 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 05:52:23,373 - yago11k_both - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.37077, Head : 0.20704, Avg : 0.2889 + +2023-06-08 05:52:24,473 - yago11k_both - [INFO] - [Epoch 57]: Training Loss: 0.0013349, Valid MRR: 0.2889, + + + +2023-06-08 05:52:25,903 - yago11k_both - [INFO] - [E:58| 0]: Train Loss:0.0013804, Val MRR:0.2889, yago11k_both +2023-06-08 05:54:48,348 - yago11k_both - [INFO] - [E:58| 100]: Train Loss:0.001331, Val MRR:0.2889, yago11k_both +2023-06-08 05:57:08,432 - yago11k_both - [INFO] - [E:58| 200]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_both +2023-06-08 05:59:30,656 - yago11k_both - [INFO] - [E:58| 300]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_both +2023-06-08 06:01:51,098 - yago11k_both - [INFO] - [E:58| 400]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_both +2023-06-08 06:04:11,970 - yago11k_both - [INFO] - [E:58| 500]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_both +2023-06-08 06:06:33,181 - yago11k_both - [INFO] - [E:58| 600]: Train Loss:0.0013296, Val MRR:0.2889, yago11k_both +2023-06-08 06:06:33,182 - yago11k_both - [INFO] - [Epoch:58]: Training Loss:0.00133 + +2023-06-08 06:06:33,731 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 06:07:02,119 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 06:07:30,185 - yago11k_both - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.37109, Head : 0.21075, Avg : 0.29092 + +2023-06-08 06:07:31,483 - yago11k_both - [INFO] - [Epoch 58]: Training Loss: 0.0013296, Valid MRR: 0.29092, + + + +2023-06-08 06:07:32,904 - yago11k_both - [INFO] - [E:59| 0]: Train Loss:0.0012828, Val MRR:0.29092, yago11k_both +2023-06-08 06:09:53,432 - yago11k_both - [INFO] - [E:59| 100]: Train Loss:0.0013262, Val MRR:0.29092, yago11k_both +2023-06-08 06:12:14,386 - yago11k_both - [INFO] - [E:59| 200]: Train Loss:0.001323, Val MRR:0.29092, yago11k_both +2023-06-08 06:14:36,504 - yago11k_both - [INFO] - [E:59| 300]: Train Loss:0.0013245, Val MRR:0.29092, yago11k_both +2023-06-08 06:16:56,745 - yago11k_both - [INFO] - [E:59| 400]: Train Loss:0.0013248, Val MRR:0.29092, yago11k_both +2023-06-08 06:19:18,552 - yago11k_both - [INFO] - [E:59| 500]: Train Loss:0.0013239, Val MRR:0.29092, yago11k_both +2023-06-08 06:21:37,659 - yago11k_both - [INFO] - [E:59| 600]: Train Loss:0.0013252, Val MRR:0.29092, yago11k_both +2023-06-08 06:21:37,660 - yago11k_both - [INFO] - [Epoch:59]: Training Loss:0.001325 + +2023-06-08 06:21:38,186 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 06:22:06,666 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 06:22:34,606 - yago11k_both - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.37309, Head : 0.21263, Avg : 0.29286 + MR: Tail : 299.61, Head : 632.74, Avg : 466.18 + Hit-1: Tail : 0.26785, Head : 0.16977, Avg : 0.21881 + Hit-3: Tail : 0.4372, Head : 0.20381, Avg : 0.32051 + Hit-10: Tail : 0.55821, Head : 0.29675, Avg : 0.42748 +2023-06-08 06:22:35,719 - yago11k_both - [INFO] - [Epoch 59]: Training Loss: 0.0013252, Valid MRR: 0.29286, + + + +2023-06-08 06:22:37,128 - yago11k_both - [INFO] - [E:60| 0]: Train Loss:0.0012939, Val MRR:0.29286, yago11k_both +2023-06-08 06:24:57,057 - yago11k_both - [INFO] - [E:60| 100]: Train Loss:0.0013179, Val MRR:0.29286, yago11k_both +2023-06-08 06:27:18,948 - yago11k_both - [INFO] - [E:60| 200]: Train Loss:0.0013213, Val MRR:0.29286, yago11k_both +2023-06-08 06:29:38,694 - yago11k_both - [INFO] - [E:60| 300]: Train Loss:0.0013189, Val MRR:0.29286, yago11k_both +2023-06-08 06:32:00,807 - yago11k_both - [INFO] - [E:60| 400]: Train Loss:0.0013194, Val MRR:0.29286, yago11k_both +2023-06-08 06:34:21,164 - yago11k_both - [INFO] - [E:60| 500]: Train Loss:0.0013195, Val MRR:0.29286, yago11k_both +2023-06-08 06:36:41,557 - yago11k_both - [INFO] - [E:60| 600]: Train Loss:0.0013202, Val MRR:0.29286, yago11k_both +2023-06-08 06:36:41,558 - yago11k_both - [INFO] - [Epoch:60]: Training Loss:0.00132 + +2023-06-08 06:36:42,056 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 06:37:10,019 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 06:37:38,052 - yago11k_both - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.37724, Head : 0.21167, Avg : 0.29446 + +2023-06-08 06:37:39,278 - yago11k_both - [INFO] - [Epoch 60]: Training Loss: 0.0013202, Valid MRR: 0.29446, + + + +2023-06-08 06:37:40,706 - yago11k_both - [INFO] - [E:61| 0]: Train Loss:0.0013194, Val MRR:0.29446, yago11k_both +2023-06-08 06:40:02,962 - yago11k_both - [INFO] - [E:61| 100]: Train Loss:0.0013152, Val MRR:0.29446, yago11k_both +2023-06-08 06:42:23,253 - yago11k_both - [INFO] - [E:61| 200]: Train Loss:0.0013164, Val MRR:0.29446, yago11k_both +2023-06-08 06:44:44,452 - yago11k_both - [INFO] - [E:61| 300]: Train Loss:0.0013149, Val MRR:0.29446, yago11k_both +2023-06-08 06:47:05,850 - yago11k_both - [INFO] - [E:61| 400]: Train Loss:0.001316, Val MRR:0.29446, yago11k_both +2023-06-08 06:49:26,371 - yago11k_both - [INFO] - [E:61| 500]: Train Loss:0.0013162, Val MRR:0.29446, yago11k_both +2023-06-08 06:51:47,806 - yago11k_both - [INFO] - [E:61| 600]: Train Loss:0.0013165, Val MRR:0.29446, yago11k_both +2023-06-08 06:51:47,806 - yago11k_both - [INFO] - [Epoch:61]: Training Loss:0.001316 + +2023-06-08 06:51:48,267 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 06:52:16,874 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 06:52:44,462 - yago11k_both - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.37716, Head : 0.21371, Avg : 0.29543 + +2023-06-08 06:52:45,645 - yago11k_both - [INFO] - [Epoch 61]: Training Loss: 0.0013165, Valid MRR: 0.29543, + + + +2023-06-08 06:52:46,954 - yago11k_both - [INFO] - [E:62| 0]: Train Loss:0.0012647, Val MRR:0.29543, yago11k_both +2023-06-08 06:55:05,544 - yago11k_both - [INFO] - [E:62| 100]: Train Loss:0.0013064, Val MRR:0.29543, yago11k_both +2023-06-08 06:57:25,921 - yago11k_both - [INFO] - [E:62| 200]: Train Loss:0.0013097, Val MRR:0.29543, yago11k_both +2023-06-08 06:59:48,031 - yago11k_both - [INFO] - [E:62| 300]: Train Loss:0.0013098, Val MRR:0.29543, yago11k_both +2023-06-08 07:02:08,538 - yago11k_both - [INFO] - [E:62| 400]: Train Loss:0.0013117, Val MRR:0.29543, yago11k_both +2023-06-08 07:04:30,791 - yago11k_both - [INFO] - [E:62| 500]: Train Loss:0.0013132, Val MRR:0.29543, yago11k_both +2023-06-08 07:06:50,173 - yago11k_both - [INFO] - [E:62| 600]: Train Loss:0.0013123, Val MRR:0.29543, yago11k_both +2023-06-08 07:06:50,173 - yago11k_both - [INFO] - [Epoch:62]: Training Loss:0.001312 + +2023-06-08 07:06:50,679 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 07:07:19,176 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 07:07:47,371 - yago11k_both - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.37823, Head : 0.2155, Avg : 0.29686 + +2023-06-08 07:07:48,433 - yago11k_both - [INFO] - [Epoch 62]: Training Loss: 0.0013123, Valid MRR: 0.29686, + + + +2023-06-08 07:07:49,872 - yago11k_both - [INFO] - [E:63| 0]: Train Loss:0.0013029, Val MRR:0.29686, yago11k_both +2023-06-08 07:10:09,736 - yago11k_both - [INFO] - [E:63| 100]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_both +2023-06-08 07:12:19,376 - yago11k_both - [INFO] - [E:63| 200]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_both +2023-06-08 07:14:21,910 - yago11k_both - [INFO] - [E:63| 300]: Train Loss:0.0013063, Val MRR:0.29686, yago11k_both +2023-06-08 07:16:42,791 - yago11k_both - [INFO] - [E:63| 400]: Train Loss:0.0013079, Val MRR:0.29686, yago11k_both +2023-06-08 07:19:02,069 - yago11k_both - [INFO] - [E:63| 500]: Train Loss:0.0013074, Val MRR:0.29686, yago11k_both +2023-06-08 07:21:23,224 - yago11k_both - [INFO] - [E:63| 600]: Train Loss:0.0013078, Val MRR:0.29686, yago11k_both +2023-06-08 07:21:23,224 - yago11k_both - [INFO] - [Epoch:63]: Training Loss:0.001308 + +2023-06-08 07:21:23,725 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 07:21:52,304 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 07:22:20,417 - yago11k_both - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.37956, Head : 0.21526, Avg : 0.29741 + +2023-06-08 07:22:21,517 - yago11k_both - [INFO] - [Epoch 63]: Training Loss: 0.0013078, Valid MRR: 0.29741, + + + +2023-06-08 07:22:22,955 - yago11k_both - [INFO] - [E:64| 0]: Train Loss:0.0012802, Val MRR:0.29741, yago11k_both +2023-06-08 07:24:43,580 - yago11k_both - [INFO] - [E:64| 100]: Train Loss:0.0012992, Val MRR:0.29741, yago11k_both +2023-06-08 07:27:04,111 - yago11k_both - [INFO] - [E:64| 200]: Train Loss:0.0012998, Val MRR:0.29741, yago11k_both +2023-06-08 07:29:11,968 - yago11k_both - [INFO] - [E:64| 300]: Train Loss:0.0013012, Val MRR:0.29741, yago11k_both +2023-06-08 07:31:12,803 - yago11k_both - [INFO] - [E:64| 400]: Train Loss:0.0013027, Val MRR:0.29741, yago11k_both +2023-06-08 07:33:18,644 - yago11k_both - [INFO] - [E:64| 500]: Train Loss:0.0013031, Val MRR:0.29741, yago11k_both +2023-06-08 07:35:22,814 - yago11k_both - [INFO] - [E:64| 600]: Train Loss:0.0013042, Val MRR:0.29741, yago11k_both +2023-06-08 07:35:22,814 - yago11k_both - [INFO] - [Epoch:64]: Training Loss:0.001304 + +2023-06-08 07:35:23,272 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 07:35:51,845 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 07:36:19,891 - yago11k_both - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.38586, Head : 0.21675, Avg : 0.30131 + +2023-06-08 07:36:21,076 - yago11k_both - [INFO] - [Epoch 64]: Training Loss: 0.0013042, Valid MRR: 0.30131, + + + +2023-06-08 07:36:22,500 - yago11k_both - [INFO] - [E:65| 0]: Train Loss:0.0013265, Val MRR:0.30131, yago11k_both +2023-06-08 07:38:43,061 - yago11k_both - [INFO] - [E:65| 100]: Train Loss:0.0013001, Val MRR:0.30131, yago11k_both +2023-06-08 07:41:05,470 - yago11k_both - [INFO] - [E:65| 200]: Train Loss:0.001298, Val MRR:0.30131, yago11k_both +2023-06-08 07:43:25,551 - yago11k_both - [INFO] - [E:65| 300]: Train Loss:0.0012979, Val MRR:0.30131, yago11k_both +2023-06-08 07:45:46,013 - yago11k_both - [INFO] - [E:65| 400]: Train Loss:0.0012983, Val MRR:0.30131, yago11k_both +2023-06-08 07:48:08,286 - yago11k_both - [INFO] - [E:65| 500]: Train Loss:0.001299, Val MRR:0.30131, yago11k_both +2023-06-08 07:50:27,882 - yago11k_both - [INFO] - [E:65| 600]: Train Loss:0.0013002, Val MRR:0.30131, yago11k_both +2023-06-08 07:50:27,882 - yago11k_both - [INFO] - [Epoch:65]: Training Loss:0.0013 + +2023-06-08 07:50:28,382 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 07:50:56,898 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 07:51:25,096 - yago11k_both - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.38324, Head : 0.21893, Avg : 0.30109 + +2023-06-08 07:51:25,096 - yago11k_both - [INFO] - [Epoch 65]: Training Loss: 0.0013002, Valid MRR: 0.30131, + + + +2023-06-08 07:51:26,523 - yago11k_both - [INFO] - [E:66| 0]: Train Loss:0.0013307, Val MRR:0.30131, yago11k_both +2023-06-08 07:53:47,033 - yago11k_both - [INFO] - [E:66| 100]: Train Loss:0.0012968, Val MRR:0.30131, yago11k_both +2023-06-08 07:56:08,646 - yago11k_both - [INFO] - [E:66| 200]: Train Loss:0.0012937, Val MRR:0.30131, yago11k_both +2023-06-08 07:58:28,924 - yago11k_both - [INFO] - [E:66| 300]: Train Loss:0.0012953, Val MRR:0.30131, yago11k_both +2023-06-08 08:00:50,992 - yago11k_both - [INFO] - [E:66| 400]: Train Loss:0.0012966, Val MRR:0.30131, yago11k_both +2023-06-08 08:03:11,693 - yago11k_both - [INFO] - [E:66| 500]: Train Loss:0.0012956, Val MRR:0.30131, yago11k_both +2023-06-08 08:05:32,782 - yago11k_both - [INFO] - [E:66| 600]: Train Loss:0.0012963, Val MRR:0.30131, yago11k_both +2023-06-08 08:05:32,783 - yago11k_both - [INFO] - [Epoch:66]: Training Loss:0.001296 + +2023-06-08 08:05:33,307 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 08:06:00,742 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 08:06:28,179 - yago11k_both - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.38422, Head : 0.21674, Avg : 0.30048 + +2023-06-08 08:06:28,179 - yago11k_both - [INFO] - [Epoch 66]: Training Loss: 0.0012963, Valid MRR: 0.30131, + + + +2023-06-08 08:06:29,572 - yago11k_both - [INFO] - [E:67| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_both +2023-06-08 08:08:51,829 - yago11k_both - [INFO] - [E:67| 100]: Train Loss:0.0012928, Val MRR:0.30131, yago11k_both +2023-06-08 08:11:11,946 - yago11k_both - [INFO] - [E:67| 200]: Train Loss:0.0012903, Val MRR:0.30131, yago11k_both +2023-06-08 08:13:34,287 - yago11k_both - [INFO] - [E:67| 300]: Train Loss:0.0012914, Val MRR:0.30131, yago11k_both +2023-06-08 08:15:54,762 - yago11k_both - [INFO] - [E:67| 400]: Train Loss:0.0012926, Val MRR:0.30131, yago11k_both +2023-06-08 08:18:15,994 - yago11k_both - [INFO] - [E:67| 500]: Train Loss:0.001292, Val MRR:0.30131, yago11k_both +2023-06-08 08:20:36,400 - yago11k_both - [INFO] - [E:67| 600]: Train Loss:0.0012923, Val MRR:0.30131, yago11k_both +2023-06-08 08:20:36,400 - yago11k_both - [INFO] - [Epoch:67]: Training Loss:0.001292 + +2023-06-08 08:20:36,922 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 08:21:05,428 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 08:21:33,425 - yago11k_both - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.38346, Head : 0.21883, Avg : 0.30115 + +2023-06-08 08:21:33,426 - yago11k_both - [INFO] - [Epoch 67]: Training Loss: 0.0012923, Valid MRR: 0.30131, + + + +2023-06-08 08:21:34,833 - yago11k_both - [INFO] - [E:68| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_both +2023-06-08 08:23:55,050 - yago11k_both - [INFO] - [E:68| 100]: Train Loss:0.0012932, Val MRR:0.30131, yago11k_both +2023-06-08 08:26:17,401 - yago11k_both - [INFO] - [E:68| 200]: Train Loss:0.0012919, Val MRR:0.30131, yago11k_both +2023-06-08 08:28:38,630 - yago11k_both - [INFO] - [E:68| 300]: Train Loss:0.0012902, Val MRR:0.30131, yago11k_both +2023-06-08 08:30:58,799 - yago11k_both - [INFO] - [E:68| 400]: Train Loss:0.0012899, Val MRR:0.30131, yago11k_both +2023-06-08 08:33:20,862 - yago11k_both - [INFO] - [E:68| 500]: Train Loss:0.0012895, Val MRR:0.30131, yago11k_both +2023-06-08 08:35:40,244 - yago11k_both - [INFO] - [E:68| 600]: Train Loss:0.0012894, Val MRR:0.30131, yago11k_both +2023-06-08 08:35:40,245 - yago11k_both - [INFO] - [Epoch:68]: Training Loss:0.001289 + +2023-06-08 08:35:40,779 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 08:36:09,190 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 08:36:37,206 - yago11k_both - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.38724, Head : 0.21907, Avg : 0.30315 + +2023-06-08 08:36:38,406 - yago11k_both - [INFO] - [Epoch 68]: Training Loss: 0.0012894, Valid MRR: 0.30315, + + + +2023-06-08 08:36:39,853 - yago11k_both - [INFO] - [E:69| 0]: Train Loss:0.0012858, Val MRR:0.30315, yago11k_both +2023-06-08 08:39:00,247 - yago11k_both - [INFO] - [E:69| 100]: Train Loss:0.0012899, Val MRR:0.30315, yago11k_both +2023-06-08 08:41:22,887 - yago11k_both - [INFO] - [E:69| 200]: Train Loss:0.0012878, Val MRR:0.30315, yago11k_both +2023-06-08 08:43:41,070 - yago11k_both - [INFO] - [E:69| 300]: Train Loss:0.0012871, Val MRR:0.30315, yago11k_both +2023-06-08 08:46:03,256 - yago11k_both - [INFO] - [E:69| 400]: Train Loss:0.0012868, Val MRR:0.30315, yago11k_both +2023-06-08 08:48:23,948 - yago11k_both - [INFO] - [E:69| 500]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_both +2023-06-08 08:50:45,226 - yago11k_both - [INFO] - [E:69| 600]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_both +2023-06-08 08:50:45,227 - yago11k_both - [INFO] - [Epoch:69]: Training Loss:0.001286 + +2023-06-08 08:50:45,709 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 08:51:13,575 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 08:51:40,652 - yago11k_both - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.38295, Head : 0.22008, Avg : 0.30151 + MR: Tail : 264.92, Head : 640.25, Avg : 452.58 + Hit-1: Tail : 0.28119, Head : 0.17644, Avg : 0.22881 + Hit-3: Tail : 0.43846, Head : 0.21353, Avg : 0.32599 + Hit-10: Tail : 0.57141, Head : 0.3062, Avg : 0.4388 +2023-06-08 08:51:40,653 - yago11k_both - [INFO] - [Epoch 69]: Training Loss: 0.0012864, Valid MRR: 0.30315, + + + +2023-06-08 08:51:42,072 - yago11k_both - [INFO] - [E:70| 0]: Train Loss:0.0012876, Val MRR:0.30315, yago11k_both +2023-06-08 08:54:04,554 - yago11k_both - [INFO] - [E:70| 100]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_both +2023-06-08 08:56:25,197 - yago11k_both - [INFO] - [E:70| 200]: Train Loss:0.0012791, Val MRR:0.30315, yago11k_both +2023-06-08 08:58:47,547 - yago11k_both - [INFO] - [E:70| 300]: Train Loss:0.00128, Val MRR:0.30315, yago11k_both +2023-06-08 09:01:08,057 - yago11k_both - [INFO] - [E:70| 400]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_both +2023-06-08 09:03:29,522 - yago11k_both - [INFO] - [E:70| 500]: Train Loss:0.0012815, Val MRR:0.30315, yago11k_both +2023-06-08 09:05:49,558 - yago11k_both - [INFO] - [E:70| 600]: Train Loss:0.0012824, Val MRR:0.30315, yago11k_both +2023-06-08 09:05:49,559 - yago11k_both - [INFO] - [Epoch:70]: Training Loss:0.001282 + +2023-06-08 09:05:50,089 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 09:06:18,614 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 09:06:46,739 - yago11k_both - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.38204, Head : 0.22024, Avg : 0.30114 + +2023-06-08 09:06:46,740 - yago11k_both - [INFO] - [Epoch 70]: Training Loss: 0.0012824, Valid MRR: 0.30315, + + + +2023-06-08 09:06:48,207 - yago11k_both - [INFO] - [E:71| 0]: Train Loss:0.0013377, Val MRR:0.30315, yago11k_both +2023-06-08 09:09:09,841 - yago11k_both - [INFO] - [E:71| 100]: Train Loss:0.0012822, Val MRR:0.30315, yago11k_both +2023-06-08 09:11:30,142 - yago11k_both - [INFO] - [E:71| 200]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_both +2023-06-08 09:13:34,217 - yago11k_both - [INFO] - [E:71| 300]: Train Loss:0.001279, Val MRR:0.30315, yago11k_both +2023-06-08 09:15:37,431 - yago11k_both - [INFO] - [E:71| 400]: Train Loss:0.0012809, Val MRR:0.30315, yago11k_both +2023-06-08 09:17:42,799 - yago11k_both - [INFO] - [E:71| 500]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_both +2023-06-08 09:19:54,736 - yago11k_both - [INFO] - [E:71| 600]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_both +2023-06-08 09:19:54,736 - yago11k_both - [INFO] - [Epoch:71]: Training Loss:0.00128 + +2023-06-08 09:19:55,262 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 09:20:24,126 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 09:20:52,763 - yago11k_both - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.38762, Head : 0.22035, Avg : 0.30398 + +2023-06-08 09:20:53,903 - yago11k_both - [INFO] - [Epoch 71]: Training Loss: 0.0012796, Valid MRR: 0.30398, + + + +2023-06-08 09:20:55,351 - yago11k_both - [INFO] - [E:72| 0]: Train Loss:0.00129, Val MRR:0.30398, yago11k_both +2023-06-08 09:23:17,431 - yago11k_both - [INFO] - [E:72| 100]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_both +2023-06-08 09:25:41,174 - yago11k_both - [INFO] - [E:72| 200]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_both +2023-06-08 09:28:03,908 - yago11k_both - [INFO] - [E:72| 300]: Train Loss:0.0012746, Val MRR:0.30398, yago11k_both +2023-06-08 09:30:26,593 - yago11k_both - [INFO] - [E:72| 400]: Train Loss:0.0012751, Val MRR:0.30398, yago11k_both +2023-06-08 09:32:50,786 - yago11k_both - [INFO] - [E:72| 500]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_both +2023-06-08 09:35:12,133 - yago11k_both - [INFO] - [E:72| 600]: Train Loss:0.0012767, Val MRR:0.30398, yago11k_both +2023-06-08 09:35:12,133 - yago11k_both - [INFO] - [Epoch:72]: Training Loss:0.001277 + +2023-06-08 09:35:12,669 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 09:35:41,631 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 09:36:10,201 - yago11k_both - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.38376, Head : 0.22308, Avg : 0.30342 + +2023-06-08 09:36:10,201 - yago11k_both - [INFO] - [Epoch 72]: Training Loss: 0.0012767, Valid MRR: 0.30398, + + + +2023-06-08 09:36:11,661 - yago11k_both - [INFO] - [E:73| 0]: Train Loss:0.0012608, Val MRR:0.30398, yago11k_both +2023-06-08 09:38:34,233 - yago11k_both - [INFO] - [E:73| 100]: Train Loss:0.0012689, Val MRR:0.30398, yago11k_both +2023-06-08 09:40:58,776 - yago11k_both - [INFO] - [E:73| 200]: Train Loss:0.0012724, Val MRR:0.30398, yago11k_both +2023-06-08 09:43:21,231 - yago11k_both - [INFO] - [E:73| 300]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_both +2023-06-08 09:45:45,188 - yago11k_both - [INFO] - [E:73| 400]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_both +2023-06-08 09:48:07,501 - yago11k_both - [INFO] - [E:73| 500]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_both +2023-06-08 09:50:29,024 - yago11k_both - [INFO] - [E:73| 600]: Train Loss:0.0012741, Val MRR:0.30398, yago11k_both +2023-06-08 09:50:29,025 - yago11k_both - [INFO] - [Epoch:73]: Training Loss:0.001274 + +2023-06-08 09:50:29,471 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 09:50:58,112 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 09:51:26,629 - yago11k_both - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.38495, Head : 0.22347, Avg : 0.30421 + +2023-06-08 09:51:27,877 - yago11k_both - [INFO] - [Epoch 73]: Training Loss: 0.0012741, Valid MRR: 0.30421, + + + +2023-06-08 09:51:29,329 - yago11k_both - [INFO] - [E:74| 0]: Train Loss:0.0012588, Val MRR:0.30421, yago11k_both +2023-06-08 09:53:53,542 - yago11k_both - [INFO] - [E:74| 100]: Train Loss:0.0012743, Val MRR:0.30421, yago11k_both +2023-06-08 09:56:16,090 - yago11k_both - [INFO] - [E:74| 200]: Train Loss:0.0012729, Val MRR:0.30421, yago11k_both +2023-06-08 09:58:38,303 - yago11k_both - [INFO] - [E:74| 300]: Train Loss:0.0012719, Val MRR:0.30421, yago11k_both +2023-06-08 10:01:02,390 - yago11k_both - [INFO] - [E:74| 400]: Train Loss:0.0012711, Val MRR:0.30421, yago11k_both +2023-06-08 10:03:24,287 - yago11k_both - [INFO] - [E:74| 500]: Train Loss:0.0012708, Val MRR:0.30421, yago11k_both +2023-06-08 10:05:47,336 - yago11k_both - [INFO] - [E:74| 600]: Train Loss:0.0012712, Val MRR:0.30421, yago11k_both +2023-06-08 10:05:47,337 - yago11k_both - [INFO] - [Epoch:74]: Training Loss:0.001271 + +2023-06-08 10:05:47,888 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 10:06:16,068 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 10:06:43,499 - yago11k_both - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.38612, Head : 0.22196, Avg : 0.30404 + +2023-06-08 10:06:43,499 - yago11k_both - [INFO] - [Epoch 74]: Training Loss: 0.0012712, Valid MRR: 0.30421, + + + +2023-06-08 10:06:44,919 - yago11k_both - [INFO] - [E:75| 0]: Train Loss:0.0012754, Val MRR:0.30421, yago11k_both +2023-06-08 10:09:09,041 - yago11k_both - [INFO] - [E:75| 100]: Train Loss:0.0012623, Val MRR:0.30421, yago11k_both +2023-06-08 10:11:31,347 - yago11k_both - [INFO] - [E:75| 200]: Train Loss:0.0012659, Val MRR:0.30421, yago11k_both +2023-06-08 10:13:55,623 - yago11k_both - [INFO] - [E:75| 300]: Train Loss:0.0012669, Val MRR:0.30421, yago11k_both +2023-06-08 10:16:17,989 - yago11k_both - [INFO] - [E:75| 400]: Train Loss:0.001268, Val MRR:0.30421, yago11k_both +2023-06-08 10:18:40,302 - yago11k_both - [INFO] - [E:75| 500]: Train Loss:0.0012684, Val MRR:0.30421, yago11k_both +2023-06-08 10:21:03,426 - yago11k_both - [INFO] - [E:75| 600]: Train Loss:0.0012687, Val MRR:0.30421, yago11k_both +2023-06-08 10:21:03,426 - yago11k_both - [INFO] - [Epoch:75]: Training Loss:0.001269 + +2023-06-08 10:21:03,955 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 10:21:32,827 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 10:22:01,292 - yago11k_both - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.39155, Head : 0.22337, Avg : 0.30746 + +2023-06-08 10:22:02,509 - yago11k_both - [INFO] - [Epoch 75]: Training Loss: 0.0012687, Valid MRR: 0.30746, + + + +2023-06-08 10:22:03,952 - yago11k_both - [INFO] - [E:76| 0]: Train Loss:0.0012586, Val MRR:0.30746, yago11k_both +2023-06-08 10:24:23,868 - yago11k_both - [INFO] - [E:76| 100]: Train Loss:0.0012638, Val MRR:0.30746, yago11k_both +2023-06-08 10:26:46,384 - yago11k_both - [INFO] - [E:76| 200]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_both +2023-06-08 10:29:10,452 - yago11k_both - [INFO] - [E:76| 300]: Train Loss:0.0012641, Val MRR:0.30746, yago11k_both +2023-06-08 10:31:32,679 - yago11k_both - [INFO] - [E:76| 400]: Train Loss:0.0012633, Val MRR:0.30746, yago11k_both +2023-06-08 10:33:56,819 - yago11k_both - [INFO] - [E:76| 500]: Train Loss:0.0012652, Val MRR:0.30746, yago11k_both +2023-06-08 10:36:17,708 - yago11k_both - [INFO] - [E:76| 600]: Train Loss:0.0012653, Val MRR:0.30746, yago11k_both +2023-06-08 10:36:17,709 - yago11k_both - [INFO] - [Epoch:76]: Training Loss:0.001265 + +2023-06-08 10:36:18,201 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 10:36:47,111 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 10:37:15,603 - yago11k_both - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.38713, Head : 0.22238, Avg : 0.30476 + +2023-06-08 10:37:15,603 - yago11k_both - [INFO] - [Epoch 76]: Training Loss: 0.0012653, Valid MRR: 0.30746, + + + +2023-06-08 10:37:17,054 - yago11k_both - [INFO] - [E:77| 0]: Train Loss:0.0012384, Val MRR:0.30746, yago11k_both +2023-06-08 10:39:39,282 - yago11k_both - [INFO] - [E:77| 100]: Train Loss:0.0012645, Val MRR:0.30746, yago11k_both +2023-06-08 10:42:03,486 - yago11k_both - [INFO] - [E:77| 200]: Train Loss:0.0012657, Val MRR:0.30746, yago11k_both +2023-06-08 10:44:25,610 - yago11k_both - [INFO] - [E:77| 300]: Train Loss:0.0012632, Val MRR:0.30746, yago11k_both +2023-06-08 10:46:48,108 - yago11k_both - [INFO] - [E:77| 400]: Train Loss:0.001263, Val MRR:0.30746, yago11k_both +2023-06-08 10:49:12,142 - yago11k_both - [INFO] - [E:77| 500]: Train Loss:0.0012628, Val MRR:0.30746, yago11k_both +2023-06-08 10:51:33,284 - yago11k_both - [INFO] - [E:77| 600]: Train Loss:0.001263, Val MRR:0.30746, yago11k_both +2023-06-08 10:51:33,284 - yago11k_both - [INFO] - [Epoch:77]: Training Loss:0.001263 + +2023-06-08 10:51:33,817 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 10:52:02,780 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 10:52:31,101 - yago11k_both - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.38781, Head : 0.22324, Avg : 0.30553 + +2023-06-08 10:52:31,101 - yago11k_both - [INFO] - [Epoch 77]: Training Loss: 0.001263, Valid MRR: 0.30746, + + + +2023-06-08 10:52:32,579 - yago11k_both - [INFO] - [E:78| 0]: Train Loss:0.0012587, Val MRR:0.30746, yago11k_both +2023-06-08 10:54:49,741 - yago11k_both - [INFO] - [E:78| 100]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_both +2023-06-08 10:56:54,738 - yago11k_both - [INFO] - [E:78| 200]: Train Loss:0.0012612, Val MRR:0.30746, yago11k_both +2023-06-08 10:58:58,262 - yago11k_both - [INFO] - [E:78| 300]: Train Loss:0.0012603, Val MRR:0.30746, yago11k_both +2023-06-08 11:01:02,829 - yago11k_both - [INFO] - [E:78| 400]: Train Loss:0.001259, Val MRR:0.30746, yago11k_both +2023-06-08 11:03:17,205 - yago11k_both - [INFO] - [E:78| 500]: Train Loss:0.0012592, Val MRR:0.30746, yago11k_both +2023-06-08 11:05:38,394 - yago11k_both - [INFO] - [E:78| 600]: Train Loss:0.00126, Val MRR:0.30746, yago11k_both +2023-06-08 11:05:38,394 - yago11k_both - [INFO] - [Epoch:78]: Training Loss:0.00126 + +2023-06-08 11:05:38,910 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 11:06:07,912 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 11:06:36,428 - yago11k_both - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.38931, Head : 0.22264, Avg : 0.30597 + +2023-06-08 11:06:36,428 - yago11k_both - [INFO] - [Epoch 78]: Training Loss: 0.00126, Valid MRR: 0.30746, + + + +2023-06-08 11:06:37,886 - yago11k_both - [INFO] - [E:79| 0]: Train Loss:0.0012157, Val MRR:0.30746, yago11k_both +2023-06-08 11:09:01,506 - yago11k_both - [INFO] - [E:79| 100]: Train Loss:0.0012562, Val MRR:0.30746, yago11k_both +2023-06-08 11:11:21,140 - yago11k_both - [INFO] - [E:79| 200]: Train Loss:0.001256, Val MRR:0.30746, yago11k_both +2023-06-08 11:13:43,118 - yago11k_both - [INFO] - [E:79| 300]: Train Loss:0.0012556, Val MRR:0.30746, yago11k_both +2023-06-08 11:16:06,953 - yago11k_both - [INFO] - [E:79| 400]: Train Loss:0.0012564, Val MRR:0.30746, yago11k_both +2023-06-08 11:18:29,215 - yago11k_both - [INFO] - [E:79| 500]: Train Loss:0.0012572, Val MRR:0.30746, yago11k_both +2023-06-08 11:20:52,314 - yago11k_both - [INFO] - [E:79| 600]: Train Loss:0.0012582, Val MRR:0.30746, yago11k_both +2023-06-08 11:20:52,315 - yago11k_both - [INFO] - [Epoch:79]: Training Loss:0.001258 + +2023-06-08 11:20:52,837 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 11:21:21,283 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 11:21:48,321 - yago11k_both - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.3909, Head : 0.2246, Avg : 0.30775 + MR: Tail : 304.12, Head : 657.52, Avg : 480.82 + Hit-1: Tail : 0.29272, Head : 0.18144, Avg : 0.23708 + Hit-3: Tail : 0.43943, Head : 0.21645, Avg : 0.32794 + Hit-10: Tail : 0.58155, Head : 0.31231, Avg : 0.44693 +2023-06-08 11:21:49,489 - yago11k_both - [INFO] - [Epoch 79]: Training Loss: 0.0012582, Valid MRR: 0.30775, + + + +2023-06-08 11:21:50,885 - yago11k_both - [INFO] - [E:80| 0]: Train Loss:0.0012311, Val MRR:0.30775, yago11k_both +2023-06-08 11:24:15,297 - yago11k_both - [INFO] - [E:80| 100]: Train Loss:0.0012525, Val MRR:0.30775, yago11k_both +2023-06-08 11:26:37,421 - yago11k_both - [INFO] - [E:80| 200]: Train Loss:0.0012517, Val MRR:0.30775, yago11k_both +2023-06-08 11:29:01,064 - yago11k_both - [INFO] - [E:80| 300]: Train Loss:0.0012544, Val MRR:0.30775, yago11k_both +2023-06-08 11:31:23,224 - yago11k_both - [INFO] - [E:80| 400]: Train Loss:0.0012553, Val MRR:0.30775, yago11k_both +2023-06-08 11:33:45,326 - yago11k_both - [INFO] - [E:80| 500]: Train Loss:0.0012551, Val MRR:0.30775, yago11k_both +2023-06-08 11:36:08,175 - yago11k_both - [INFO] - [E:80| 600]: Train Loss:0.0012556, Val MRR:0.30775, yago11k_both +2023-06-08 11:36:08,176 - yago11k_both - [INFO] - [Epoch:80]: Training Loss:0.001256 + +2023-06-08 11:36:08,633 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 11:36:37,419 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 11:37:05,942 - yago11k_both - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.38552, Head : 0.22465, Avg : 0.30508 + +2023-06-08 11:37:05,942 - yago11k_both - [INFO] - [Epoch 80]: Training Loss: 0.0012556, Valid MRR: 0.30775, + + + +2023-06-08 11:37:07,405 - yago11k_both - [INFO] - [E:81| 0]: Train Loss:0.0012571, Val MRR:0.30775, yago11k_both +2023-06-08 11:39:29,703 - yago11k_both - [INFO] - [E:81| 100]: Train Loss:0.0012515, Val MRR:0.30775, yago11k_both +2023-06-08 11:41:51,960 - yago11k_both - [INFO] - [E:81| 200]: Train Loss:0.0012519, Val MRR:0.30775, yago11k_both +2023-06-08 11:44:15,708 - yago11k_both - [INFO] - [E:81| 300]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_both +2023-06-08 11:46:37,697 - yago11k_both - [INFO] - [E:81| 400]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_both +2023-06-08 11:49:01,349 - yago11k_both - [INFO] - [E:81| 500]: Train Loss:0.0012526, Val MRR:0.30775, yago11k_both +2023-06-08 11:51:22,686 - yago11k_both - [INFO] - [E:81| 600]: Train Loss:0.0012528, Val MRR:0.30775, yago11k_both +2023-06-08 11:51:22,686 - yago11k_both - [INFO] - [Epoch:81]: Training Loss:0.001253 + +2023-06-08 11:51:23,205 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 11:51:52,021 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 11:52:20,292 - yago11k_both - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.38942, Head : 0.22444, Avg : 0.30693 + +2023-06-08 11:52:20,292 - yago11k_both - [INFO] - [Epoch 81]: Training Loss: 0.0012528, Valid MRR: 0.30775, + + + +2023-06-08 11:52:21,745 - yago11k_both - [INFO] - [E:82| 0]: Train Loss:0.0012708, Val MRR:0.30775, yago11k_both +2023-06-08 11:54:43,718 - yago11k_both - [INFO] - [E:82| 100]: Train Loss:0.001247, Val MRR:0.30775, yago11k_both +2023-06-08 11:57:05,644 - yago11k_both - [INFO] - [E:82| 200]: Train Loss:0.0012485, Val MRR:0.30775, yago11k_both +2023-06-08 11:59:25,843 - yago11k_both - [INFO] - [E:82| 300]: Train Loss:0.0012496, Val MRR:0.30775, yago11k_both +2023-06-08 12:01:46,579 - yago11k_both - [INFO] - [E:82| 400]: Train Loss:0.0012501, Val MRR:0.30775, yago11k_both +2023-06-08 12:04:07,975 - yago11k_both - [INFO] - [E:82| 500]: Train Loss:0.0012512, Val MRR:0.30775, yago11k_both +2023-06-08 12:06:27,248 - yago11k_both - [INFO] - [E:82| 600]: Train Loss:0.001251, Val MRR:0.30775, yago11k_both +2023-06-08 12:06:27,248 - yago11k_both - [INFO] - [Epoch:82]: Training Loss:0.001251 + +2023-06-08 12:06:27,782 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 12:06:56,348 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 12:07:24,284 - yago11k_both - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.38967, Head : 0.22482, Avg : 0.30724 + +2023-06-08 12:07:24,285 - yago11k_both - [INFO] - [Epoch 82]: Training Loss: 0.001251, Valid MRR: 0.30775, + + + +2023-06-08 12:07:25,726 - yago11k_both - [INFO] - [E:83| 0]: Train Loss:0.0012854, Val MRR:0.30775, yago11k_both +2023-06-08 12:09:47,240 - yago11k_both - [INFO] - [E:83| 100]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_both +2023-06-08 12:12:08,100 - yago11k_both - [INFO] - [E:83| 200]: Train Loss:0.0012471, Val MRR:0.30775, yago11k_both +2023-06-08 12:14:28,142 - yago11k_both - [INFO] - [E:83| 300]: Train Loss:0.0012457, Val MRR:0.30775, yago11k_both +2023-06-08 12:16:50,386 - yago11k_both - [INFO] - [E:83| 400]: Train Loss:0.0012468, Val MRR:0.30775, yago11k_both +2023-06-08 12:19:01,250 - yago11k_both - [INFO] - [E:83| 500]: Train Loss:0.0012479, Val MRR:0.30775, yago11k_both +2023-06-08 12:21:21,141 - yago11k_both - [INFO] - [E:83| 600]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_both +2023-06-08 12:21:21,141 - yago11k_both - [INFO] - [Epoch:83]: Training Loss:0.001248 + +2023-06-08 12:21:21,633 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 12:21:50,228 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 12:22:18,312 - yago11k_both - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.39523, Head : 0.22374, Avg : 0.30948 + +2023-06-08 12:22:19,579 - yago11k_both - [INFO] - [Epoch 83]: Training Loss: 0.0012484, Valid MRR: 0.30948, + + + +2023-06-08 12:22:21,008 - yago11k_both - [INFO] - [E:84| 0]: Train Loss:0.0012143, Val MRR:0.30948, yago11k_both +2023-06-08 12:24:39,674 - yago11k_both - [INFO] - [E:84| 100]: Train Loss:0.0012417, Val MRR:0.30948, yago11k_both +2023-06-08 12:27:01,835 - yago11k_both - [INFO] - [E:84| 200]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_both +2023-06-08 12:29:22,330 - yago11k_both - [INFO] - [E:84| 300]: Train Loss:0.0012435, Val MRR:0.30948, yago11k_both +2023-06-08 12:31:42,507 - yago11k_both - [INFO] - [E:84| 400]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_both +2023-06-08 12:34:04,347 - yago11k_both - [INFO] - [E:84| 500]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_both +2023-06-08 12:36:23,893 - yago11k_both - [INFO] - [E:84| 600]: Train Loss:0.0012466, Val MRR:0.30948, yago11k_both +2023-06-08 12:36:23,894 - yago11k_both - [INFO] - [Epoch:84]: Training Loss:0.001247 + +2023-06-08 12:36:24,386 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 12:36:52,983 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 12:37:21,253 - yago11k_both - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.39091, Head : 0.22492, Avg : 0.30791 + +2023-06-08 12:37:21,253 - yago11k_both - [INFO] - [Epoch 84]: Training Loss: 0.0012466, Valid MRR: 0.30948, + + + +2023-06-08 12:37:22,675 - yago11k_both - [INFO] - [E:85| 0]: Train Loss:0.0012598, Val MRR:0.30948, yago11k_both +2023-06-08 12:39:27,376 - yago11k_both - [INFO] - [E:85| 100]: Train Loss:0.0012426, Val MRR:0.30948, yago11k_both +2023-06-08 12:41:32,448 - yago11k_both - [INFO] - [E:85| 200]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_both +2023-06-08 12:43:36,248 - yago11k_both - [INFO] - [E:85| 300]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_both +2023-06-08 12:45:46,227 - yago11k_both - [INFO] - [E:85| 400]: Train Loss:0.0012436, Val MRR:0.30948, yago11k_both +2023-06-08 12:48:06,722 - yago11k_both - [INFO] - [E:85| 500]: Train Loss:0.0012441, Val MRR:0.30948, yago11k_both +2023-06-08 12:50:26,606 - yago11k_both - [INFO] - [E:85| 600]: Train Loss:0.0012446, Val MRR:0.30948, yago11k_both +2023-06-08 12:50:26,607 - yago11k_both - [INFO] - [Epoch:85]: Training Loss:0.001245 + +2023-06-08 12:50:27,092 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 12:50:54,974 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 12:51:23,171 - yago11k_both - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.38863, Head : 0.22506, Avg : 0.30684 + +2023-06-08 12:51:23,171 - yago11k_both - [INFO] - [Epoch 85]: Training Loss: 0.0012446, Valid MRR: 0.30948, + + + +2023-06-08 12:51:24,540 - yago11k_both - [INFO] - [E:86| 0]: Train Loss:0.0012665, Val MRR:0.30948, yago11k_both +2023-06-08 12:53:46,318 - yago11k_both - [INFO] - [E:86| 100]: Train Loss:0.0012391, Val MRR:0.30948, yago11k_both +2023-06-08 12:56:06,631 - yago11k_both - [INFO] - [E:86| 200]: Train Loss:0.0012409, Val MRR:0.30948, yago11k_both +2023-06-08 12:58:28,124 - yago11k_both - [INFO] - [E:86| 300]: Train Loss:0.0012412, Val MRR:0.30948, yago11k_both +2023-06-08 13:00:49,050 - yago11k_both - [INFO] - [E:86| 400]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_both +2023-06-08 13:03:09,174 - yago11k_both - [INFO] - [E:86| 500]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_both +2023-06-08 13:05:30,192 - yago11k_both - [INFO] - [E:86| 600]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_both +2023-06-08 13:05:30,193 - yago11k_both - [INFO] - [Epoch:86]: Training Loss:0.001243 + +2023-06-08 13:05:30,703 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 13:05:59,013 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 13:06:27,057 - yago11k_both - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.39393, Head : 0.22597, Avg : 0.30995 + +2023-06-08 13:06:28,275 - yago11k_both - [INFO] - [Epoch 86]: Training Loss: 0.0012425, Valid MRR: 0.30995, + + + +2023-06-08 13:06:29,629 - yago11k_both - [INFO] - [E:87| 0]: Train Loss:0.0012195, Val MRR:0.30995, yago11k_both +2023-06-08 13:08:50,080 - yago11k_both - [INFO] - [E:87| 100]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_both +2023-06-08 13:11:10,318 - yago11k_both - [INFO] - [E:87| 200]: Train Loss:0.0012373, Val MRR:0.30995, yago11k_both +2023-06-08 13:13:32,427 - yago11k_both - [INFO] - [E:87| 300]: Train Loss:0.0012381, Val MRR:0.30995, yago11k_both +2023-06-08 13:15:52,739 - yago11k_both - [INFO] - [E:87| 400]: Train Loss:0.0012386, Val MRR:0.30995, yago11k_both +2023-06-08 13:18:15,057 - yago11k_both - [INFO] - [E:87| 500]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_both +2023-06-08 13:20:34,255 - yago11k_both - [INFO] - [E:87| 600]: Train Loss:0.0012401, Val MRR:0.30995, yago11k_both +2023-06-08 13:20:34,256 - yago11k_both - [INFO] - [Epoch:87]: Training Loss:0.00124 + +2023-06-08 13:20:34,784 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 13:21:03,352 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 13:21:31,618 - yago11k_both - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.3923, Head : 0.22652, Avg : 0.30941 + +2023-06-08 13:21:31,618 - yago11k_both - [INFO] - [Epoch 87]: Training Loss: 0.0012401, Valid MRR: 0.30995, + + + +2023-06-08 13:21:33,066 - yago11k_both - [INFO] - [E:88| 0]: Train Loss:0.0012184, Val MRR:0.30995, yago11k_both +2023-06-08 13:23:52,821 - yago11k_both - [INFO] - [E:88| 100]: Train Loss:0.0012346, Val MRR:0.30995, yago11k_both +2023-06-08 13:26:14,684 - yago11k_both - [INFO] - [E:88| 200]: Train Loss:0.001234, Val MRR:0.30995, yago11k_both +2023-06-08 13:28:34,859 - yago11k_both - [INFO] - [E:88| 300]: Train Loss:0.0012351, Val MRR:0.30995, yago11k_both +2023-06-08 13:30:56,950 - yago11k_both - [INFO] - [E:88| 400]: Train Loss:0.0012356, Val MRR:0.30995, yago11k_both +2023-06-08 13:33:17,202 - yago11k_both - [INFO] - [E:88| 500]: Train Loss:0.0012359, Val MRR:0.30995, yago11k_both +2023-06-08 13:35:36,468 - yago11k_both - [INFO] - [E:88| 600]: Train Loss:0.0012377, Val MRR:0.30995, yago11k_both +2023-06-08 13:35:36,469 - yago11k_both - [INFO] - [Epoch:88]: Training Loss:0.001238 + +2023-06-08 13:35:36,958 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 13:36:05,486 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 13:36:33,525 - yago11k_both - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.39082, Head : 0.22694, Avg : 0.30888 + +2023-06-08 13:36:33,526 - yago11k_both - [INFO] - [Epoch 88]: Training Loss: 0.0012377, Valid MRR: 0.30995, + + + +2023-06-08 13:36:34,927 - yago11k_both - [INFO] - [E:89| 0]: Train Loss:0.0012256, Val MRR:0.30995, yago11k_both +2023-06-08 13:38:56,767 - yago11k_both - [INFO] - [E:89| 100]: Train Loss:0.0012296, Val MRR:0.30995, yago11k_both +2023-06-08 13:41:16,761 - yago11k_both - [INFO] - [E:89| 200]: Train Loss:0.0012323, Val MRR:0.30995, yago11k_both +2023-06-08 13:43:37,580 - yago11k_both - [INFO] - [E:89| 300]: Train Loss:0.0012338, Val MRR:0.30995, yago11k_both +2023-06-08 13:45:57,155 - yago11k_both - [INFO] - [E:89| 400]: Train Loss:0.0012349, Val MRR:0.30995, yago11k_both +2023-06-08 13:48:17,577 - yago11k_both - [INFO] - [E:89| 500]: Train Loss:0.0012355, Val MRR:0.30995, yago11k_both +2023-06-08 13:50:38,582 - yago11k_both - [INFO] - [E:89| 600]: Train Loss:0.0012363, Val MRR:0.30995, yago11k_both +2023-06-08 13:50:38,583 - yago11k_both - [INFO] - [Epoch:89]: Training Loss:0.001236 + +2023-06-08 13:50:39,112 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 13:51:07,417 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 13:51:35,138 - yago11k_both - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.39052, Head : 0.22641, Avg : 0.30847 + MR: Tail : 326.99, Head : 673.93, Avg : 500.46 + Hit-1: Tail : 0.29105, Head : 0.18255, Avg : 0.2368 + Hit-3: Tail : 0.44318, Head : 0.21756, Avg : 0.33037 + Hit-10: Tail : 0.57808, Head : 0.3155, Avg : 0.44679 +2023-06-08 13:51:35,138 - yago11k_both - [INFO] - [Epoch 89]: Training Loss: 0.0012363, Valid MRR: 0.30995, + + + +2023-06-08 13:51:36,466 - yago11k_both - [INFO] - [E:90| 0]: Train Loss:0.0012032, Val MRR:0.30995, yago11k_both +2023-06-08 13:53:57,470 - yago11k_both - [INFO] - [E:90| 100]: Train Loss:0.0012309, Val MRR:0.30995, yago11k_both +2023-06-08 13:56:17,730 - yago11k_both - [INFO] - [E:90| 200]: Train Loss:0.001232, Val MRR:0.30995, yago11k_both +2023-06-08 13:58:39,628 - yago11k_both - [INFO] - [E:90| 300]: Train Loss:0.0012331, Val MRR:0.30995, yago11k_both +2023-06-08 14:00:59,596 - yago11k_both - [INFO] - [E:90| 400]: Train Loss:0.0012342, Val MRR:0.30995, yago11k_both +2023-06-08 14:03:21,106 - yago11k_both - [INFO] - [E:90| 500]: Train Loss:0.0012348, Val MRR:0.30995, yago11k_both +2023-06-08 14:05:40,669 - yago11k_both - [INFO] - [E:90| 600]: Train Loss:0.0012344, Val MRR:0.30995, yago11k_both +2023-06-08 14:05:40,670 - yago11k_both - [INFO] - [Epoch:90]: Training Loss:0.001234 + +2023-06-08 14:05:41,199 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 14:06:09,695 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 14:06:37,692 - yago11k_both - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.38807, Head : 0.22703, Avg : 0.30755 + +2023-06-08 14:06:37,692 - yago11k_both - [INFO] - [Epoch 90]: Training Loss: 0.0012344, Valid MRR: 0.30995, + + + +2023-06-08 14:06:39,123 - yago11k_both - [INFO] - [E:91| 0]: Train Loss:0.0012487, Val MRR:0.30995, yago11k_both +2023-06-08 14:08:59,008 - yago11k_both - [INFO] - [E:91| 100]: Train Loss:0.0012307, Val MRR:0.30995, yago11k_both +2023-06-08 14:11:20,744 - yago11k_both - [INFO] - [E:91| 200]: Train Loss:0.0012333, Val MRR:0.30995, yago11k_both +2023-06-08 14:13:37,844 - yago11k_both - [INFO] - [E:91| 300]: Train Loss:0.0012326, Val MRR:0.30995, yago11k_both +2023-06-08 14:15:56,750 - yago11k_both - [INFO] - [E:91| 400]: Train Loss:0.0012316, Val MRR:0.30995, yago11k_both +2023-06-08 14:18:13,664 - yago11k_both - [INFO] - [E:91| 500]: Train Loss:0.0012322, Val MRR:0.30995, yago11k_both +2023-06-08 14:20:31,917 - yago11k_both - [INFO] - [E:91| 600]: Train Loss:0.0012325, Val MRR:0.30995, yago11k_both +2023-06-08 14:20:31,917 - yago11k_both - [INFO] - [Epoch:91]: Training Loss:0.001233 + +2023-06-08 14:20:32,399 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 14:20:58,684 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 14:21:25,842 - yago11k_both - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.39203, Head : 0.22682, Avg : 0.30943 + +2023-06-08 14:21:25,842 - yago11k_both - [INFO] - [Epoch 91]: Training Loss: 0.0012325, Valid MRR: 0.30995, + + + +2023-06-08 14:21:27,273 - yago11k_both - [INFO] - [E:92| 0]: Train Loss:0.0012154, Val MRR:0.30995, yago11k_both +2023-06-08 14:23:30,221 - yago11k_both - [INFO] - [E:92| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_both +2023-06-08 14:25:26,419 - yago11k_both - [INFO] - [E:92| 200]: Train Loss:0.0012292, Val MRR:0.30995, yago11k_both +2023-06-08 14:27:28,640 - yago11k_both - [INFO] - [E:92| 300]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_both +2023-06-08 14:29:29,766 - yago11k_both - [INFO] - [E:92| 400]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_both +2023-06-08 14:31:49,289 - yago11k_both - [INFO] - [E:92| 500]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_both +2023-06-08 14:34:05,580 - yago11k_both - [INFO] - [E:92| 600]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_both +2023-06-08 14:34:05,582 - yago11k_both - [INFO] - [Epoch:92]: Training Loss:0.00123 + +2023-06-08 14:34:06,036 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 14:34:33,902 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 14:35:01,023 - yago11k_both - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.39046, Head : 0.22821, Avg : 0.30933 + +2023-06-08 14:35:01,023 - yago11k_both - [INFO] - [Epoch 92]: Training Loss: 0.0012303, Valid MRR: 0.30995, + + + +2023-06-08 14:35:02,451 - yago11k_both - [INFO] - [E:93| 0]: Train Loss:0.0012263, Val MRR:0.30995, yago11k_both +2023-06-08 14:37:19,620 - yago11k_both - [INFO] - [E:93| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_both +2023-06-08 14:39:38,405 - yago11k_both - [INFO] - [E:93| 200]: Train Loss:0.0012252, Val MRR:0.30995, yago11k_both +2023-06-08 14:41:54,573 - yago11k_both - [INFO] - [E:93| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_both +2023-06-08 14:44:13,396 - yago11k_both - [INFO] - [E:93| 400]: Train Loss:0.0012281, Val MRR:0.30995, yago11k_both +2023-06-08 14:46:30,623 - yago11k_both - [INFO] - [E:93| 500]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_both +2023-06-08 14:48:47,885 - yago11k_both - [INFO] - [E:93| 600]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_both +2023-06-08 14:48:47,886 - yago11k_both - [INFO] - [Epoch:93]: Training Loss:0.001229 + +2023-06-08 14:48:48,402 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 14:49:15,182 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 14:49:41,300 - yago11k_both - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.38945, Head : 0.22682, Avg : 0.30814 + +2023-06-08 14:49:41,300 - yago11k_both - [INFO] - [Epoch 93]: Training Loss: 0.0012293, Valid MRR: 0.30995, + + + +2023-06-08 14:49:42,698 - yago11k_both - [INFO] - [E:94| 0]: Train Loss:0.0011981, Val MRR:0.30995, yago11k_both +2023-06-08 14:52:00,568 - yago11k_both - [INFO] - [E:94| 100]: Train Loss:0.0012241, Val MRR:0.30995, yago11k_both +2023-06-08 14:54:17,424 - yago11k_both - [INFO] - [E:94| 200]: Train Loss:0.0012265, Val MRR:0.30995, yago11k_both +2023-06-08 14:56:35,880 - yago11k_both - [INFO] - [E:94| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_both +2023-06-08 14:58:53,422 - yago11k_both - [INFO] - [E:94| 400]: Train Loss:0.001227, Val MRR:0.30995, yago11k_both +2023-06-08 15:01:14,293 - yago11k_both - [INFO] - [E:94| 500]: Train Loss:0.0012278, Val MRR:0.30995, yago11k_both +2023-06-08 15:03:33,477 - yago11k_both - [INFO] - [E:94| 600]: Train Loss:0.0012275, Val MRR:0.30995, yago11k_both +2023-06-08 15:03:33,477 - yago11k_both - [INFO] - [Epoch:94]: Training Loss:0.001227 + +2023-06-08 15:03:33,984 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 15:04:02,498 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 15:04:30,503 - yago11k_both - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.39122, Head : 0.22678, Avg : 0.309 + +2023-06-08 15:04:30,504 - yago11k_both - [INFO] - [Epoch 94]: Training Loss: 0.0012275, Valid MRR: 0.30995, + + + +2023-06-08 15:04:31,969 - yago11k_both - [INFO] - [E:95| 0]: Train Loss:0.001184, Val MRR:0.30995, yago11k_both +2023-06-08 15:06:52,105 - yago11k_both - [INFO] - [E:95| 100]: Train Loss:0.0012207, Val MRR:0.30995, yago11k_both +2023-06-08 15:09:13,961 - yago11k_both - [INFO] - [E:95| 200]: Train Loss:0.0012213, Val MRR:0.30995, yago11k_both +2023-06-08 15:11:33,689 - yago11k_both - [INFO] - [E:95| 300]: Train Loss:0.0012222, Val MRR:0.30995, yago11k_both +2023-06-08 15:13:53,923 - yago11k_both - [INFO] - [E:95| 400]: Train Loss:0.0012238, Val MRR:0.30995, yago11k_both +2023-06-08 15:16:09,753 - yago11k_both - [INFO] - [E:95| 500]: Train Loss:0.0012248, Val MRR:0.30995, yago11k_both +2023-06-08 15:18:24,991 - yago11k_both - [INFO] - [E:95| 600]: Train Loss:0.0012255, Val MRR:0.30995, yago11k_both +2023-06-08 15:18:24,992 - yago11k_both - [INFO] - [Epoch:95]: Training Loss:0.001226 + +2023-06-08 15:18:25,468 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 15:18:52,114 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 15:19:19,226 - yago11k_both - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.39679, Head : 0.22703, Avg : 0.31191 + +2023-06-08 15:19:20,388 - yago11k_both - [INFO] - [Epoch 95]: Training Loss: 0.0012255, Valid MRR: 0.31191, + + + +2023-06-08 15:19:21,762 - yago11k_both - [INFO] - [E:96| 0]: Train Loss:0.0012285, Val MRR:0.31191, yago11k_both +2023-06-08 15:21:38,832 - yago11k_both - [INFO] - [E:96| 100]: Train Loss:0.0012201, Val MRR:0.31191, yago11k_both +2023-06-08 15:23:54,100 - yago11k_both - [INFO] - [E:96| 200]: Train Loss:0.0012209, Val MRR:0.31191, yago11k_both +2023-06-08 15:26:09,438 - yago11k_both - [INFO] - [E:96| 300]: Train Loss:0.0012211, Val MRR:0.31191, yago11k_both +2023-06-08 15:28:22,889 - yago11k_both - [INFO] - [E:96| 400]: Train Loss:0.0012231, Val MRR:0.31191, yago11k_both +2023-06-08 15:30:37,554 - yago11k_both - [INFO] - [E:96| 500]: Train Loss:0.0012241, Val MRR:0.31191, yago11k_both +2023-06-08 15:32:52,638 - yago11k_both - [INFO] - [E:96| 600]: Train Loss:0.0012243, Val MRR:0.31191, yago11k_both +2023-06-08 15:32:52,639 - yago11k_both - [INFO] - [Epoch:96]: Training Loss:0.001224 + +2023-06-08 15:32:53,129 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 15:33:19,646 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 15:33:46,485 - yago11k_both - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.39133, Head : 0.22575, Avg : 0.30854 + +2023-06-08 15:33:46,485 - yago11k_both - [INFO] - [Epoch 96]: Training Loss: 0.0012243, Valid MRR: 0.31191, + + + +2023-06-08 15:33:47,922 - yago11k_both - [INFO] - [E:97| 0]: Train Loss:0.0011991, Val MRR:0.31191, yago11k_both +2023-06-08 15:36:00,433 - yago11k_both - [INFO] - [E:97| 100]: Train Loss:0.0012233, Val MRR:0.31191, yago11k_both +2023-06-08 15:38:16,136 - yago11k_both - [INFO] - [E:97| 200]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_both +2023-06-08 15:40:30,360 - yago11k_both - [INFO] - [E:97| 300]: Train Loss:0.0012216, Val MRR:0.31191, yago11k_both +2023-06-08 15:42:44,512 - yago11k_both - [INFO] - [E:97| 400]: Train Loss:0.0012221, Val MRR:0.31191, yago11k_both +2023-06-08 15:44:59,949 - yago11k_both - [INFO] - [E:97| 500]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_both +2023-06-08 15:47:18,426 - yago11k_both - [INFO] - [E:97| 600]: Train Loss:0.001222, Val MRR:0.31191, yago11k_both +2023-06-08 15:47:18,427 - yago11k_both - [INFO] - [Epoch:97]: Training Loss:0.001222 + +2023-06-08 15:47:18,922 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 15:47:47,394 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 15:48:15,473 - yago11k_both - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.39274, Head : 0.22751, Avg : 0.31013 + +2023-06-08 15:48:15,474 - yago11k_both - [INFO] - [Epoch 97]: Training Loss: 0.001222, Valid MRR: 0.31191, + + + +2023-06-08 15:48:16,910 - yago11k_both - [INFO] - [E:98| 0]: Train Loss:0.0012346, Val MRR:0.31191, yago11k_both +2023-06-08 15:50:37,379 - yago11k_both - [INFO] - [E:98| 100]: Train Loss:0.0012219, Val MRR:0.31191, yago11k_both +2023-06-08 15:52:59,033 - yago11k_both - [INFO] - [E:98| 200]: Train Loss:0.0012192, Val MRR:0.31191, yago11k_both +2023-06-08 15:55:19,146 - yago11k_both - [INFO] - [E:98| 300]: Train Loss:0.0012196, Val MRR:0.31191, yago11k_both +2023-06-08 15:57:41,020 - yago11k_both - [INFO] - [E:98| 400]: Train Loss:0.0012194, Val MRR:0.31191, yago11k_both +2023-06-08 16:00:01,024 - yago11k_both - [INFO] - [E:98| 500]: Train Loss:0.0012204, Val MRR:0.31191, yago11k_both +2023-06-08 16:02:21,732 - yago11k_both - [INFO] - [E:98| 600]: Train Loss:0.0012206, Val MRR:0.31191, yago11k_both +2023-06-08 16:02:21,733 - yago11k_both - [INFO] - [Epoch:98]: Training Loss:0.001221 + +2023-06-08 16:02:22,258 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 16:02:47,186 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 16:03:14,045 - yago11k_both - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.40045, Head : 0.22669, Avg : 0.31357 + +2023-06-08 16:03:15,198 - yago11k_both - [INFO] - [Epoch 98]: Training Loss: 0.0012206, Valid MRR: 0.31357, + + + +2023-06-08 16:03:16,584 - yago11k_both - [INFO] - [E:99| 0]: Train Loss:0.0012259, Val MRR:0.31357, yago11k_both +2023-06-08 16:05:33,182 - yago11k_both - [INFO] - [E:99| 100]: Train Loss:0.0012222, Val MRR:0.31357, yago11k_both +2023-06-08 16:07:47,156 - yago11k_both - [INFO] - [E:99| 200]: Train Loss:0.0012181, Val MRR:0.31357, yago11k_both +2023-06-08 16:09:55,290 - yago11k_both - [INFO] - [E:99| 300]: Train Loss:0.0012189, Val MRR:0.31357, yago11k_both +2023-06-08 16:11:57,944 - yago11k_both - [INFO] - [E:99| 400]: Train Loss:0.0012196, Val MRR:0.31357, yago11k_both +2023-06-08 16:13:59,616 - yago11k_both - [INFO] - [E:99| 500]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_both +2023-06-08 16:16:03,379 - yago11k_both - [INFO] - [E:99| 600]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_both +2023-06-08 16:16:03,379 - yago11k_both - [INFO] - [Epoch:99]: Training Loss:0.00122 + +2023-06-08 16:16:03,851 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 16:16:29,026 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 16:16:54,291 - yago11k_both - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.40058, Head : 0.22662, Avg : 0.3136 + MR: Tail : 320.92, Head : 690.84, Avg : 505.88 + Hit-1: Tail : 0.30647, Head : 0.18172, Avg : 0.2441 + Hit-3: Tail : 0.44443, Head : 0.22256, Avg : 0.3335 + Hit-10: Tail : 0.58433, Head : 0.3137, Avg : 0.44901 +2023-06-08 16:16:55,406 - yago11k_both - [INFO] - [Epoch 99]: Training Loss: 0.0012202, Valid MRR: 0.3136, + + + +2023-06-08 16:16:56,557 - yago11k_both - [INFO] - [E:100| 0]: Train Loss:0.0012279, Val MRR:0.3136, yago11k_both +2023-06-08 16:19:11,489 - yago11k_both - [INFO] - [E:100| 100]: Train Loss:0.0012168, Val MRR:0.3136, yago11k_both +2023-06-08 16:21:25,345 - yago11k_both - [INFO] - [E:100| 200]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_both +2023-06-08 16:23:41,367 - yago11k_both - [INFO] - [E:100| 300]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_both +2023-06-08 16:25:55,299 - yago11k_both - [INFO] - [E:100| 400]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_both +2023-06-08 16:28:10,755 - yago11k_both - [INFO] - [E:100| 500]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_both +2023-06-08 16:30:23,770 - yago11k_both - [INFO] - [E:100| 600]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_both +2023-06-08 16:30:23,771 - yago11k_both - [INFO] - [Epoch:100]: Training Loss:0.001218 + +2023-06-08 16:30:24,251 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 16:30:50,766 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 16:31:17,938 - yago11k_both - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.39727, Head : 0.22792, Avg : 0.3126 + +2023-06-08 16:31:17,938 - yago11k_both - [INFO] - [Epoch 100]: Training Loss: 0.0012177, Valid MRR: 0.3136, + + + +2023-06-08 16:31:19,335 - yago11k_both - [INFO] - [E:101| 0]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_both +2023-06-08 16:33:35,329 - yago11k_both - [INFO] - [E:101| 100]: Train Loss:0.0012145, Val MRR:0.3136, yago11k_both +2023-06-08 16:35:51,451 - yago11k_both - [INFO] - [E:101| 200]: Train Loss:0.0012151, Val MRR:0.3136, yago11k_both +2023-06-08 16:38:08,791 - yago11k_both - [INFO] - [E:101| 300]: Train Loss:0.0012146, Val MRR:0.3136, yago11k_both +2023-06-08 16:40:31,511 - yago11k_both - [INFO] - [E:101| 400]: Train Loss:0.0012154, Val MRR:0.3136, yago11k_both +2023-06-08 16:42:55,043 - yago11k_both - [INFO] - [E:101| 500]: Train Loss:0.0012158, Val MRR:0.3136, yago11k_both +2023-06-08 16:45:16,401 - yago11k_both - [INFO] - [E:101| 600]: Train Loss:0.0012159, Val MRR:0.3136, yago11k_both +2023-06-08 16:45:16,401 - yago11k_both - [INFO] - [Epoch:101]: Training Loss:0.001216 + +2023-06-08 16:45:16,907 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 16:45:45,676 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 16:46:14,120 - yago11k_both - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.39003, Head : 0.22841, Avg : 0.30922 + +2023-06-08 16:46:14,120 - yago11k_both - [INFO] - [Epoch 101]: Training Loss: 0.0012159, Valid MRR: 0.3136, + + + +2023-06-08 16:46:15,531 - yago11k_both - [INFO] - [E:102| 0]: Train Loss:0.0012215, Val MRR:0.3136, yago11k_both +2023-06-08 16:48:37,633 - yago11k_both - [INFO] - [E:102| 100]: Train Loss:0.0012113, Val MRR:0.3136, yago11k_both +2023-06-08 16:51:01,408 - yago11k_both - [INFO] - [E:102| 200]: Train Loss:0.0012133, Val MRR:0.3136, yago11k_both +2023-06-08 16:53:23,877 - yago11k_both - [INFO] - [E:102| 300]: Train Loss:0.0012144, Val MRR:0.3136, yago11k_both +2023-06-08 16:55:47,254 - yago11k_both - [INFO] - [E:102| 400]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_both +2023-06-08 16:58:09,062 - yago11k_both - [INFO] - [E:102| 500]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_both +2023-06-08 17:00:30,361 - yago11k_both - [INFO] - [E:102| 600]: Train Loss:0.0012149, Val MRR:0.3136, yago11k_both +2023-06-08 17:00:30,361 - yago11k_both - [INFO] - [Epoch:102]: Training Loss:0.001215 + +2023-06-08 17:00:30,859 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 17:00:59,258 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 17:01:27,636 - yago11k_both - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.38966, Head : 0.22794, Avg : 0.3088 + +2023-06-08 17:01:27,636 - yago11k_both - [INFO] - [Epoch 102]: Training Loss: 0.0012149, Valid MRR: 0.3136, + + + +2023-06-08 17:01:29,085 - yago11k_both - [INFO] - [E:103| 0]: Train Loss:0.0012384, Val MRR:0.3136, yago11k_both +2023-06-08 17:03:52,413 - yago11k_both - [INFO] - [E:103| 100]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_both +2023-06-08 17:06:14,365 - yago11k_both - [INFO] - [E:103| 200]: Train Loss:0.001212, Val MRR:0.3136, yago11k_both +2023-06-08 17:08:36,673 - yago11k_both - [INFO] - [E:103| 300]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_both +2023-06-08 17:11:00,635 - yago11k_both - [INFO] - [E:103| 400]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_both +2023-06-08 17:13:23,355 - yago11k_both - [INFO] - [E:103| 500]: Train Loss:0.0012131, Val MRR:0.3136, yago11k_both +2023-06-08 17:15:46,149 - yago11k_both - [INFO] - [E:103| 600]: Train Loss:0.0012134, Val MRR:0.3136, yago11k_both +2023-06-08 17:15:46,149 - yago11k_both - [INFO] - [Epoch:103]: Training Loss:0.001213 + +2023-06-08 17:15:46,676 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 17:16:15,128 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 17:16:42,173 - yago11k_both - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.39663, Head : 0.2285, Avg : 0.31257 + +2023-06-08 17:16:42,173 - yago11k_both - [INFO] - [Epoch 103]: Training Loss: 0.0012134, Valid MRR: 0.3136, + + + +2023-06-08 17:16:43,621 - yago11k_both - [INFO] - [E:104| 0]: Train Loss:0.0011818, Val MRR:0.3136, yago11k_both +2023-06-08 17:19:07,268 - yago11k_both - [INFO] - [E:104| 100]: Train Loss:0.0012081, Val MRR:0.3136, yago11k_both +2023-06-08 17:21:29,635 - yago11k_both - [INFO] - [E:104| 200]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_both +2023-06-08 17:23:53,244 - yago11k_both - [INFO] - [E:104| 300]: Train Loss:0.0012104, Val MRR:0.3136, yago11k_both +2023-06-08 17:26:15,128 - yago11k_both - [INFO] - [E:104| 400]: Train Loss:0.0012103, Val MRR:0.3136, yago11k_both +2023-06-08 17:28:37,341 - yago11k_both - [INFO] - [E:104| 500]: Train Loss:0.0012107, Val MRR:0.3136, yago11k_both +2023-06-08 17:31:00,173 - yago11k_both - [INFO] - [E:104| 600]: Train Loss:0.0012117, Val MRR:0.3136, yago11k_both +2023-06-08 17:31:00,173 - yago11k_both - [INFO] - [Epoch:104]: Training Loss:0.001212 + +2023-06-08 17:31:00,690 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 17:31:29,557 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 17:31:58,075 - yago11k_both - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.392, Head : 0.22617, Avg : 0.30908 + +2023-06-08 17:31:58,075 - yago11k_both - [INFO] - [Epoch 104]: Training Loss: 0.0012117, Valid MRR: 0.3136, + + + +2023-06-08 17:31:59,528 - yago11k_both - [INFO] - [E:105| 0]: Train Loss:0.0012292, Val MRR:0.3136, yago11k_both +2023-06-08 17:34:21,578 - yago11k_both - [INFO] - [E:105| 100]: Train Loss:0.0012115, Val MRR:0.3136, yago11k_both +2023-06-08 17:36:44,060 - yago11k_both - [INFO] - [E:105| 200]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_both +2023-06-08 17:39:08,381 - yago11k_both - [INFO] - [E:105| 300]: Train Loss:0.0012102, Val MRR:0.3136, yago11k_both +2023-06-08 17:41:30,691 - yago11k_both - [INFO] - [E:105| 400]: Train Loss:0.0012101, Val MRR:0.3136, yago11k_both +2023-06-08 17:43:54,649 - yago11k_both - [INFO] - [E:105| 500]: Train Loss:0.0012108, Val MRR:0.3136, yago11k_both +2023-06-08 17:46:15,866 - yago11k_both - [INFO] - [E:105| 600]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_both +2023-06-08 17:46:15,866 - yago11k_both - [INFO] - [Epoch:105]: Training Loss:0.001211 + +2023-06-08 17:46:16,369 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 17:46:45,306 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 17:47:13,886 - yago11k_both - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.39593, Head : 0.22919, Avg : 0.31256 + +2023-06-08 17:47:13,887 - yago11k_both - [INFO] - [Epoch 105]: Training Loss: 0.0012109, Valid MRR: 0.3136, + + + +2023-06-08 17:47:15,335 - yago11k_both - [INFO] - [E:106| 0]: Train Loss:0.0011915, Val MRR:0.3136, yago11k_both +2023-06-08 17:49:37,714 - yago11k_both - [INFO] - [E:106| 100]: Train Loss:0.0012071, Val MRR:0.3136, yago11k_both +2023-06-08 17:52:01,986 - yago11k_both - [INFO] - [E:106| 200]: Train Loss:0.0012078, Val MRR:0.3136, yago11k_both +2023-06-08 17:54:17,565 - yago11k_both - [INFO] - [E:106| 300]: Train Loss:0.001207, Val MRR:0.3136, yago11k_both +2023-06-08 17:56:21,392 - yago11k_both - [INFO] - [E:106| 400]: Train Loss:0.0012095, Val MRR:0.3136, yago11k_both +2023-06-08 17:58:26,480 - yago11k_both - [INFO] - [E:106| 500]: Train Loss:0.0012098, Val MRR:0.3136, yago11k_both +2023-06-08 18:00:28,953 - yago11k_both - [INFO] - [E:106| 600]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_both +2023-06-08 18:00:28,953 - yago11k_both - [INFO] - [Epoch:106]: Training Loss:0.001209 + +2023-06-08 18:00:29,413 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 18:00:54,206 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 18:01:18,868 - yago11k_both - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.39939, Head : 0.22932, Avg : 0.31435 + +2023-06-08 18:01:20,089 - yago11k_both - [INFO] - [Epoch 106]: Training Loss: 0.0012094, Valid MRR: 0.31435, + + + +2023-06-08 18:01:21,487 - yago11k_both - [INFO] - [E:107| 0]: Train Loss:0.0012015, Val MRR:0.31435, yago11k_both +2023-06-08 18:03:41,812 - yago11k_both - [INFO] - [E:107| 100]: Train Loss:0.0012051, Val MRR:0.31435, yago11k_both +2023-06-08 18:06:03,706 - yago11k_both - [INFO] - [E:107| 200]: Train Loss:0.0012047, Val MRR:0.31435, yago11k_both +2023-06-08 18:08:23,838 - yago11k_both - [INFO] - [E:107| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_both +2023-06-08 18:10:46,463 - yago11k_both - [INFO] - [E:107| 400]: Train Loss:0.0012068, Val MRR:0.31435, yago11k_both +2023-06-08 18:13:06,630 - yago11k_both - [INFO] - [E:107| 500]: Train Loss:0.0012073, Val MRR:0.31435, yago11k_both +2023-06-08 18:15:26,110 - yago11k_both - [INFO] - [E:107| 600]: Train Loss:0.001208, Val MRR:0.31435, yago11k_both +2023-06-08 18:15:26,111 - yago11k_both - [INFO] - [Epoch:107]: Training Loss:0.001208 + +2023-06-08 18:15:26,607 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 18:15:54,841 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 18:16:22,827 - yago11k_both - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.39777, Head : 0.22869, Avg : 0.31323 + +2023-06-08 18:16:22,827 - yago11k_both - [INFO] - [Epoch 107]: Training Loss: 0.001208, Valid MRR: 0.31435, + + + +2023-06-08 18:16:24,264 - yago11k_both - [INFO] - [E:108| 0]: Train Loss:0.0012774, Val MRR:0.31435, yago11k_both +2023-06-08 18:18:46,513 - yago11k_both - [INFO] - [E:108| 100]: Train Loss:0.0012062, Val MRR:0.31435, yago11k_both +2023-06-08 18:21:06,957 - yago11k_both - [INFO] - [E:108| 200]: Train Loss:0.001206, Val MRR:0.31435, yago11k_both +2023-06-08 18:23:30,007 - yago11k_both - [INFO] - [E:108| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_both +2023-06-08 18:25:53,694 - yago11k_both - [INFO] - [E:108| 400]: Train Loss:0.0012059, Val MRR:0.31435, yago11k_both +2023-06-08 18:28:15,934 - yago11k_both - [INFO] - [E:108| 500]: Train Loss:0.0012064, Val MRR:0.31435, yago11k_both +2023-06-08 18:30:38,797 - yago11k_both - [INFO] - [E:108| 600]: Train Loss:0.0012063, Val MRR:0.31435, yago11k_both +2023-06-08 18:30:38,797 - yago11k_both - [INFO] - [Epoch:108]: Training Loss:0.001206 + +2023-06-08 18:30:39,324 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 18:31:08,199 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 18:31:35,005 - yago11k_both - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.3997, Head : 0.22755, Avg : 0.31362 + +2023-06-08 18:31:35,006 - yago11k_both - [INFO] - [Epoch 108]: Training Loss: 0.0012063, Valid MRR: 0.31435, + + + +2023-06-08 18:31:36,379 - yago11k_both - [INFO] - [E:109| 0]: Train Loss:0.0012447, Val MRR:0.31435, yago11k_both +2023-06-08 18:34:00,651 - yago11k_both - [INFO] - [E:109| 100]: Train Loss:0.0012048, Val MRR:0.31435, yago11k_both +2023-06-08 18:36:23,089 - yago11k_both - [INFO] - [E:109| 200]: Train Loss:0.0012044, Val MRR:0.31435, yago11k_both +2023-06-08 18:38:46,946 - yago11k_both - [INFO] - [E:109| 300]: Train Loss:0.0012043, Val MRR:0.31435, yago11k_both +2023-06-08 18:41:09,451 - yago11k_both - [INFO] - [E:109| 400]: Train Loss:0.0012053, Val MRR:0.31435, yago11k_both +2023-06-08 18:43:32,553 - yago11k_both - [INFO] - [E:109| 500]: Train Loss:0.0012049, Val MRR:0.31435, yago11k_both +2023-06-08 18:45:55,137 - yago11k_both - [INFO] - [E:109| 600]: Train Loss:0.0012054, Val MRR:0.31435, yago11k_both +2023-06-08 18:45:55,137 - yago11k_both - [INFO] - [Epoch:109]: Training Loss:0.001205 + +2023-06-08 18:45:55,635 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 18:46:24,630 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 18:46:53,108 - yago11k_both - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.40414, Head : 0.22759, Avg : 0.31587 + MR: Tail : 358.21, Head : 706.75, Avg : 532.48 + Hit-1: Tail : 0.31314, Head : 0.18505, Avg : 0.2491 + Hit-3: Tail : 0.44526, Head : 0.22242, Avg : 0.33384 + Hit-10: Tail : 0.58086, Head : 0.30967, Avg : 0.44526 +2023-06-08 18:46:54,309 - yago11k_both - [INFO] - [Epoch 109]: Training Loss: 0.0012054, Valid MRR: 0.31587, + + + +2023-06-08 18:46:55,767 - yago11k_both - [INFO] - [E:110| 0]: Train Loss:0.0011863, Val MRR:0.31587, yago11k_both +2023-06-08 18:49:18,471 - yago11k_both - [INFO] - [E:110| 100]: Train Loss:0.0012005, Val MRR:0.31587, yago11k_both +2023-06-08 18:51:41,442 - yago11k_both - [INFO] - [E:110| 200]: Train Loss:0.0012033, Val MRR:0.31587, yago11k_both +2023-06-08 18:54:06,098 - yago11k_both - [INFO] - [E:110| 300]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_both +2023-06-08 18:56:28,365 - yago11k_both - [INFO] - [E:110| 400]: Train Loss:0.0012037, Val MRR:0.31587, yago11k_both +2023-06-08 18:58:52,045 - yago11k_both - [INFO] - [E:110| 500]: Train Loss:0.0012043, Val MRR:0.31587, yago11k_both +2023-06-08 19:01:13,592 - yago11k_both - [INFO] - [E:110| 600]: Train Loss:0.0012045, Val MRR:0.31587, yago11k_both +2023-06-08 19:01:13,592 - yago11k_both - [INFO] - [Epoch:110]: Training Loss:0.001204 + +2023-06-08 19:01:14,107 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 19:01:43,010 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 19:02:11,470 - yago11k_both - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.40231, Head : 0.2285, Avg : 0.31541 + +2023-06-08 19:02:11,470 - yago11k_both - [INFO] - [Epoch 110]: Training Loss: 0.0012045, Valid MRR: 0.31587, + + + +2023-06-08 19:02:12,897 - yago11k_both - [INFO] - [E:111| 0]: Train Loss:0.0011859, Val MRR:0.31587, yago11k_both +2023-06-08 19:04:35,287 - yago11k_both - [INFO] - [E:111| 100]: Train Loss:0.0012006, Val MRR:0.31587, yago11k_both +2023-06-08 19:06:59,269 - yago11k_both - [INFO] - [E:111| 200]: Train Loss:0.0011993, Val MRR:0.31587, yago11k_both +2023-06-08 19:09:21,877 - yago11k_both - [INFO] - [E:111| 300]: Train Loss:0.0012017, Val MRR:0.31587, yago11k_both +2023-06-08 19:11:44,469 - yago11k_both - [INFO] - [E:111| 400]: Train Loss:0.0012036, Val MRR:0.31587, yago11k_both +2023-06-08 19:14:08,789 - yago11k_both - [INFO] - [E:111| 500]: Train Loss:0.0012042, Val MRR:0.31587, yago11k_both +2023-06-08 19:16:30,245 - yago11k_both - [INFO] - [E:111| 600]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_both +2023-06-08 19:16:30,245 - yago11k_both - [INFO] - [Epoch:111]: Training Loss:0.001203 + +2023-06-08 19:16:30,748 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 19:16:59,656 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 19:17:28,197 - yago11k_both - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.40622, Head : 0.22821, Avg : 0.31721 + +2023-06-08 19:17:29,388 - yago11k_both - [INFO] - [Epoch 111]: Training Loss: 0.0012034, Valid MRR: 0.31721, + + + +2023-06-08 19:17:30,846 - yago11k_both - [INFO] - [E:112| 0]: Train Loss:0.0011979, Val MRR:0.31721, yago11k_both +2023-06-08 19:19:53,014 - yago11k_both - [INFO] - [E:112| 100]: Train Loss:0.0011978, Val MRR:0.31721, yago11k_both +2023-06-08 19:22:17,171 - yago11k_both - [INFO] - [E:112| 200]: Train Loss:0.0011982, Val MRR:0.31721, yago11k_both +2023-06-08 19:24:39,632 - yago11k_both - [INFO] - [E:112| 300]: Train Loss:0.0012, Val MRR:0.31721, yago11k_both +2023-06-08 19:27:03,551 - yago11k_both - [INFO] - [E:112| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_both +2023-06-08 19:29:26,067 - yago11k_both - [INFO] - [E:112| 500]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_both +2023-06-08 19:31:47,375 - yago11k_both - [INFO] - [E:112| 600]: Train Loss:0.0012012, Val MRR:0.31721, yago11k_both +2023-06-08 19:31:47,376 - yago11k_both - [INFO] - [Epoch:112]: Training Loss:0.001201 + +2023-06-08 19:31:47,898 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 19:32:16,791 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 19:32:45,406 - yago11k_both - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.40023, Head : 0.22791, Avg : 0.31407 + +2023-06-08 19:32:45,406 - yago11k_both - [INFO] - [Epoch 112]: Training Loss: 0.0012012, Valid MRR: 0.31721, + + + +2023-06-08 19:32:46,871 - yago11k_both - [INFO] - [E:113| 0]: Train Loss:0.0012183, Val MRR:0.31721, yago11k_both +2023-06-08 19:35:10,090 - yago11k_both - [INFO] - [E:113| 100]: Train Loss:0.0012015, Val MRR:0.31721, yago11k_both +2023-06-08 19:37:26,715 - yago11k_both - [INFO] - [E:113| 200]: Train Loss:0.0012002, Val MRR:0.31721, yago11k_both +2023-06-08 19:39:29,952 - yago11k_both - [INFO] - [E:113| 300]: Train Loss:0.0012001, Val MRR:0.31721, yago11k_both +2023-06-08 19:41:34,881 - yago11k_both - [INFO] - [E:113| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_both +2023-06-08 19:43:38,325 - yago11k_both - [INFO] - [E:113| 500]: Train Loss:0.0012006, Val MRR:0.31721, yago11k_both +2023-06-08 19:45:54,462 - yago11k_both - [INFO] - [E:113| 600]: Train Loss:0.0012008, Val MRR:0.31721, yago11k_both +2023-06-08 19:45:54,463 - yago11k_both - [INFO] - [Epoch:113]: Training Loss:0.001201 + +2023-06-08 19:45:54,954 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 19:46:23,300 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 19:46:51,792 - yago11k_both - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.39898, Head : 0.23034, Avg : 0.31466 + +2023-06-08 19:46:51,792 - yago11k_both - [INFO] - [Epoch 113]: Training Loss: 0.0012008, Valid MRR: 0.31721, + + + +2023-06-08 19:46:53,258 - yago11k_both - [INFO] - [E:114| 0]: Train Loss:0.0011856, Val MRR:0.31721, yago11k_both +2023-06-08 19:49:17,077 - yago11k_both - [INFO] - [E:114| 100]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_both +2023-06-08 19:51:37,502 - yago11k_both - [INFO] - [E:114| 200]: Train Loss:0.001198, Val MRR:0.31721, yago11k_both +2023-06-08 19:53:58,489 - yago11k_both - [INFO] - [E:114| 300]: Train Loss:0.0011975, Val MRR:0.31721, yago11k_both +2023-06-08 19:56:20,271 - yago11k_both - [INFO] - [E:114| 400]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_both +2023-06-08 19:58:40,654 - yago11k_both - [INFO] - [E:114| 500]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_both +2023-06-08 20:01:03,567 - yago11k_both - [INFO] - [E:114| 600]: Train Loss:0.0011992, Val MRR:0.31721, yago11k_both +2023-06-08 20:01:03,567 - yago11k_both - [INFO] - [Epoch:114]: Training Loss:0.001199 + +2023-06-08 20:01:04,063 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 20:01:32,875 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 20:02:00,126 - yago11k_both - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.40152, Head : 0.22981, Avg : 0.31566 + +2023-06-08 20:02:00,126 - yago11k_both - [INFO] - [Epoch 114]: Training Loss: 0.0011992, Valid MRR: 0.31721, + + + +2023-06-08 20:02:01,492 - yago11k_both - [INFO] - [E:115| 0]: Train Loss:0.0012072, Val MRR:0.31721, yago11k_both +2023-06-08 20:04:22,418 - yago11k_both - [INFO] - [E:115| 100]: Train Loss:0.0011969, Val MRR:0.31721, yago11k_both +2023-06-08 20:06:42,953 - yago11k_both - [INFO] - [E:115| 200]: Train Loss:0.0011958, Val MRR:0.31721, yago11k_both +2023-06-08 20:09:05,206 - yago11k_both - [INFO] - [E:115| 300]: Train Loss:0.0011968, Val MRR:0.31721, yago11k_both +2023-06-08 20:11:25,597 - yago11k_both - [INFO] - [E:115| 400]: Train Loss:0.0011967, Val MRR:0.31721, yago11k_both +2023-06-08 20:13:47,602 - yago11k_both - [INFO] - [E:115| 500]: Train Loss:0.0011977, Val MRR:0.31721, yago11k_both +2023-06-08 20:16:07,000 - yago11k_both - [INFO] - [E:115| 600]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_both +2023-06-08 20:16:07,001 - yago11k_both - [INFO] - [Epoch:115]: Training Loss:0.001198 + +2023-06-08 20:16:07,508 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 20:16:36,032 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 20:17:04,260 - yago11k_both - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.40061, Head : 0.22862, Avg : 0.31461 + +2023-06-08 20:17:04,260 - yago11k_both - [INFO] - [Epoch 115]: Training Loss: 0.0011976, Valid MRR: 0.31721, + + + +2023-06-08 20:17:05,669 - yago11k_both - [INFO] - [E:116| 0]: Train Loss:0.0011721, Val MRR:0.31721, yago11k_both +2023-06-08 20:19:26,268 - yago11k_both - [INFO] - [E:116| 100]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_both +2023-06-08 20:21:48,576 - yago11k_both - [INFO] - [E:116| 200]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_both +2023-06-08 20:24:08,960 - yago11k_both - [INFO] - [E:116| 300]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_both +2023-06-08 20:26:30,629 - yago11k_both - [INFO] - [E:116| 400]: Train Loss:0.0011964, Val MRR:0.31721, yago11k_both +2023-06-08 20:28:51,556 - yago11k_both - [INFO] - [E:116| 500]: Train Loss:0.0011971, Val MRR:0.31721, yago11k_both +2023-06-08 20:31:10,692 - yago11k_both - [INFO] - [E:116| 600]: Train Loss:0.001197, Val MRR:0.31721, yago11k_both +2023-06-08 20:31:10,692 - yago11k_both - [INFO] - [Epoch:116]: Training Loss:0.001197 + +2023-06-08 20:31:11,203 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 20:31:39,806 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 20:32:07,957 - yago11k_both - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.40099, Head : 0.22962, Avg : 0.3153 + +2023-06-08 20:32:07,957 - yago11k_both - [INFO] - [Epoch 116]: Training Loss: 0.001197, Valid MRR: 0.31721, + + + +2023-06-08 20:32:09,390 - yago11k_both - [INFO] - [E:117| 0]: Train Loss:0.0011945, Val MRR:0.31721, yago11k_both +2023-06-08 20:34:31,535 - yago11k_both - [INFO] - [E:117| 100]: Train Loss:0.0011918, Val MRR:0.31721, yago11k_both +2023-06-08 20:36:51,638 - yago11k_both - [INFO] - [E:117| 200]: Train Loss:0.001193, Val MRR:0.31721, yago11k_both +2023-06-08 20:39:12,353 - yago11k_both - [INFO] - [E:117| 300]: Train Loss:0.0011938, Val MRR:0.31721, yago11k_both +2023-06-08 20:41:34,285 - yago11k_both - [INFO] - [E:117| 400]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_both +2023-06-08 20:43:54,486 - yago11k_both - [INFO] - [E:117| 500]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_both +2023-06-08 20:46:15,560 - yago11k_both - [INFO] - [E:117| 600]: Train Loss:0.001196, Val MRR:0.31721, yago11k_both +2023-06-08 20:46:15,561 - yago11k_both - [INFO] - [Epoch:117]: Training Loss:0.001196 + +2023-06-08 20:46:16,051 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 20:46:44,578 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 20:47:11,289 - yago11k_both - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40063, Head : 0.23042, Avg : 0.31553 + +2023-06-08 20:47:11,289 - yago11k_both - [INFO] - [Epoch 117]: Training Loss: 0.001196, Valid MRR: 0.31721, + + + +2023-06-08 20:47:12,619 - yago11k_both - [INFO] - [E:118| 0]: Train Loss:0.0012445, Val MRR:0.31721, yago11k_both +2023-06-08 20:49:34,357 - yago11k_both - [INFO] - [E:118| 100]: Train Loss:0.0011891, Val MRR:0.31721, yago11k_both +2023-06-08 20:51:54,624 - yago11k_both - [INFO] - [E:118| 200]: Train Loss:0.0011928, Val MRR:0.31721, yago11k_both +2023-06-08 20:54:16,600 - yago11k_both - [INFO] - [E:118| 300]: Train Loss:0.0011929, Val MRR:0.31721, yago11k_both +2023-06-08 20:56:36,995 - yago11k_both - [INFO] - [E:118| 400]: Train Loss:0.001194, Val MRR:0.31721, yago11k_both +2023-06-08 20:58:59,052 - yago11k_both - [INFO] - [E:118| 500]: Train Loss:0.0011947, Val MRR:0.31721, yago11k_both +2023-06-08 21:01:18,495 - yago11k_both - [INFO] - [E:118| 600]: Train Loss:0.0011951, Val MRR:0.31721, yago11k_both +2023-06-08 21:01:18,496 - yago11k_both - [INFO] - [Epoch:118]: Training Loss:0.001195 + +2023-06-08 21:01:19,008 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 21:01:47,469 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 21:02:15,774 - yago11k_both - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.40197, Head : 0.22888, Avg : 0.31542 + +2023-06-08 21:02:15,774 - yago11k_both - [INFO] - [Epoch 118]: Training Loss: 0.0011951, Valid MRR: 0.31721, + + + +2023-06-08 21:02:17,191 - yago11k_both - [INFO] - [E:119| 0]: Train Loss:0.001225, Val MRR:0.31721, yago11k_both +2023-06-08 21:04:37,400 - yago11k_both - [INFO] - [E:119| 100]: Train Loss:0.0011946, Val MRR:0.31721, yago11k_both +2023-06-08 21:06:59,146 - yago11k_both - [INFO] - [E:119| 200]: Train Loss:0.0011934, Val MRR:0.31721, yago11k_both +2023-06-08 21:09:19,673 - yago11k_both - [INFO] - [E:119| 300]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_both +2023-06-08 21:11:40,454 - yago11k_both - [INFO] - [E:119| 400]: Train Loss:0.001193, Val MRR:0.31721, yago11k_both +2023-06-08 21:14:02,246 - yago11k_both - [INFO] - [E:119| 500]: Train Loss:0.0011936, Val MRR:0.31721, yago11k_both +2023-06-08 21:16:23,296 - yago11k_both - [INFO] - [E:119| 600]: Train Loss:0.0011939, Val MRR:0.31721, yago11k_both +2023-06-08 21:16:23,297 - yago11k_both - [INFO] - [Epoch:119]: Training Loss:0.001194 + +2023-06-08 21:16:23,811 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 21:16:52,725 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 21:17:21,329 - yago11k_both - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.39644, Head : 0.22977, Avg : 0.3131 + MR: Tail : 375.39, Head : 706.49, Avg : 540.94 + Hit-1: Tail : 0.29939, Head : 0.18477, Avg : 0.24208 + Hit-3: Tail : 0.4379, Head : 0.2259, Avg : 0.3319 + Hit-10: Tail : 0.58752, Head : 0.31439, Avg : 0.45096 +2023-06-08 21:17:21,329 - yago11k_both - [INFO] - [Epoch 119]: Training Loss: 0.0011939, Valid MRR: 0.31721, + + + +2023-06-08 21:17:22,779 - yago11k_both - [INFO] - [E:120| 0]: Train Loss:0.0011678, Val MRR:0.31721, yago11k_both +2023-06-08 21:19:45,178 - yago11k_both - [INFO] - [E:120| 100]: Train Loss:0.0011917, Val MRR:0.31721, yago11k_both +2023-06-08 21:21:53,707 - yago11k_both - [INFO] - [E:120| 200]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_both +2023-06-08 21:23:57,694 - yago11k_both - [INFO] - [E:120| 300]: Train Loss:0.001192, Val MRR:0.31721, yago11k_both +2023-06-08 21:26:03,639 - yago11k_both - [INFO] - [E:120| 400]: Train Loss:0.001192, Val MRR:0.31721, yago11k_both +2023-06-08 21:28:10,459 - yago11k_both - [INFO] - [E:120| 500]: Train Loss:0.0011919, Val MRR:0.31721, yago11k_both +2023-06-08 21:30:30,426 - yago11k_both - [INFO] - [E:120| 600]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_both +2023-06-08 21:30:30,427 - yago11k_both - [INFO] - [Epoch:120]: Training Loss:0.001193 + +2023-06-08 21:30:30,905 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 21:30:58,901 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 21:31:27,226 - yago11k_both - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.39732, Head : 0.22809, Avg : 0.3127 + +2023-06-08 21:31:27,226 - yago11k_both - [INFO] - [Epoch 120]: Training Loss: 0.0011927, Valid MRR: 0.31721, + + + +2023-06-08 21:31:28,636 - yago11k_both - [INFO] - [E:121| 0]: Train Loss:0.0012053, Val MRR:0.31721, yago11k_both +2023-06-08 21:33:50,695 - yago11k_both - [INFO] - [E:121| 100]: Train Loss:0.0011889, Val MRR:0.31721, yago11k_both +2023-06-08 21:36:11,227 - yago11k_both - [INFO] - [E:121| 200]: Train Loss:0.0011899, Val MRR:0.31721, yago11k_both +2023-06-08 21:38:32,741 - yago11k_both - [INFO] - [E:121| 300]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_both +2023-06-08 21:40:54,711 - yago11k_both - [INFO] - [E:121| 400]: Train Loss:0.001191, Val MRR:0.31721, yago11k_both +2023-06-08 21:43:15,627 - yago11k_both - [INFO] - [E:121| 500]: Train Loss:0.001191, Val MRR:0.31721, yago11k_both +2023-06-08 21:45:36,734 - yago11k_both - [INFO] - [E:121| 600]: Train Loss:0.0011913, Val MRR:0.31721, yago11k_both +2023-06-08 21:45:36,734 - yago11k_both - [INFO] - [Epoch:121]: Training Loss:0.001191 + +2023-06-08 21:45:37,229 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 21:46:05,774 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 21:46:33,596 - yago11k_both - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.40622, Head : 0.22953, Avg : 0.31788 + +2023-06-08 21:46:34,887 - yago11k_both - [INFO] - [Epoch 121]: Training Loss: 0.0011913, Valid MRR: 0.31788, + + + +2023-06-08 21:46:36,225 - yago11k_both - [INFO] - [E:122| 0]: Train Loss:0.0011743, Val MRR:0.31788, yago11k_both +2023-06-08 21:48:57,317 - yago11k_both - [INFO] - [E:122| 100]: Train Loss:0.0011897, Val MRR:0.31788, yago11k_both +2023-06-08 21:51:15,379 - yago11k_both - [INFO] - [E:122| 200]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_both +2023-06-08 21:53:37,714 - yago11k_both - [INFO] - [E:122| 300]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_both +2023-06-08 21:55:57,775 - yago11k_both - [INFO] - [E:122| 400]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_both +2023-06-08 21:58:20,079 - yago11k_both - [INFO] - [E:122| 500]: Train Loss:0.0011898, Val MRR:0.31788, yago11k_both +2023-06-08 22:00:39,801 - yago11k_both - [INFO] - [E:122| 600]: Train Loss:0.0011903, Val MRR:0.31788, yago11k_both +2023-06-08 22:00:39,803 - yago11k_both - [INFO] - [Epoch:122]: Training Loss:0.00119 + +2023-06-08 22:00:40,368 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 22:01:08,901 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 22:01:36,929 - yago11k_both - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.40168, Head : 0.23007, Avg : 0.31587 + +2023-06-08 22:01:36,930 - yago11k_both - [INFO] - [Epoch 122]: Training Loss: 0.0011903, Valid MRR: 0.31788, + + + +2023-06-08 22:01:38,379 - yago11k_both - [INFO] - [E:123| 0]: Train Loss:0.0011699, Val MRR:0.31788, yago11k_both +2023-06-08 22:03:58,902 - yago11k_both - [INFO] - [E:123| 100]: Train Loss:0.0011893, Val MRR:0.31788, yago11k_both +2023-06-08 22:06:21,417 - yago11k_both - [INFO] - [E:123| 200]: Train Loss:0.0011875, Val MRR:0.31788, yago11k_both +2023-06-08 22:08:43,989 - yago11k_both - [INFO] - [E:123| 300]: Train Loss:0.0011877, Val MRR:0.31788, yago11k_both +2023-06-08 22:11:08,183 - yago11k_both - [INFO] - [E:123| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_both +2023-06-08 22:13:30,495 - yago11k_both - [INFO] - [E:123| 500]: Train Loss:0.0011892, Val MRR:0.31788, yago11k_both +2023-06-08 22:15:51,700 - yago11k_both - [INFO] - [E:123| 600]: Train Loss:0.001189, Val MRR:0.31788, yago11k_both +2023-06-08 22:15:51,700 - yago11k_both - [INFO] - [Epoch:123]: Training Loss:0.001189 + +2023-06-08 22:15:52,204 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 22:16:21,250 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 22:16:49,729 - yago11k_both - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.40103, Head : 0.22906, Avg : 0.31505 + +2023-06-08 22:16:49,730 - yago11k_both - [INFO] - [Epoch 123]: Training Loss: 0.001189, Valid MRR: 0.31788, + + + +2023-06-08 22:16:51,200 - yago11k_both - [INFO] - [E:124| 0]: Train Loss:0.00116, Val MRR:0.31788, yago11k_both +2023-06-08 22:19:14,752 - yago11k_both - [INFO] - [E:124| 100]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_both +2023-06-08 22:21:38,325 - yago11k_both - [INFO] - [E:124| 200]: Train Loss:0.001185, Val MRR:0.31788, yago11k_both +2023-06-08 22:24:00,722 - yago11k_both - [INFO] - [E:124| 300]: Train Loss:0.0011878, Val MRR:0.31788, yago11k_both +2023-06-08 22:26:25,026 - yago11k_both - [INFO] - [E:124| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_both +2023-06-08 22:28:47,517 - yago11k_both - [INFO] - [E:124| 500]: Train Loss:0.0011886, Val MRR:0.31788, yago11k_both +2023-06-08 22:31:10,052 - yago11k_both - [INFO] - [E:124| 600]: Train Loss:0.0011883, Val MRR:0.31788, yago11k_both +2023-06-08 22:31:10,053 - yago11k_both - [INFO] - [Epoch:124]: Training Loss:0.001188 + +2023-06-08 22:31:10,559 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 22:31:38,344 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 22:32:07,046 - yago11k_both - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.40294, Head : 0.2291, Avg : 0.31602 + +2023-06-08 22:32:07,046 - yago11k_both - [INFO] - [Epoch 124]: Training Loss: 0.0011883, Valid MRR: 0.31788, + + + +2023-06-08 22:32:08,508 - yago11k_both - [INFO] - [E:125| 0]: Train Loss:0.0011736, Val MRR:0.31788, yago11k_both +2023-06-08 22:34:32,719 - yago11k_both - [INFO] - [E:125| 100]: Train Loss:0.001183, Val MRR:0.31788, yago11k_both +2023-06-08 22:36:55,241 - yago11k_both - [INFO] - [E:125| 200]: Train Loss:0.0011853, Val MRR:0.31788, yago11k_both +2023-06-08 22:39:18,247 - yago11k_both - [INFO] - [E:125| 300]: Train Loss:0.0011867, Val MRR:0.31788, yago11k_both +2023-06-08 22:41:41,837 - yago11k_both - [INFO] - [E:125| 400]: Train Loss:0.0011868, Val MRR:0.31788, yago11k_both +2023-06-08 22:44:04,507 - yago11k_both - [INFO] - [E:125| 500]: Train Loss:0.0011872, Val MRR:0.31788, yago11k_both +2023-06-08 22:46:27,452 - yago11k_both - [INFO] - [E:125| 600]: Train Loss:0.0011871, Val MRR:0.31788, yago11k_both +2023-06-08 22:46:27,453 - yago11k_both - [INFO] - [Epoch:125]: Training Loss:0.001187 + +2023-06-08 22:46:27,990 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 22:46:56,939 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 22:47:23,552 - yago11k_both - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.40153, Head : 0.23045, Avg : 0.31599 + +2023-06-08 22:47:23,552 - yago11k_both - [INFO] - [Epoch 125]: Training Loss: 0.0011871, Valid MRR: 0.31788, + + + +2023-06-08 22:47:24,981 - yago11k_both - [INFO] - [E:126| 0]: Train Loss:0.0012263, Val MRR:0.31788, yago11k_both +2023-06-08 22:49:49,535 - yago11k_both - [INFO] - [E:126| 100]: Train Loss:0.0011844, Val MRR:0.31788, yago11k_both +2023-06-08 22:52:12,091 - yago11k_both - [INFO] - [E:126| 200]: Train Loss:0.0011837, Val MRR:0.31788, yago11k_both +2023-06-08 22:54:36,336 - yago11k_both - [INFO] - [E:126| 300]: Train Loss:0.0011846, Val MRR:0.31788, yago11k_both +2023-06-08 22:56:58,955 - yago11k_both - [INFO] - [E:126| 400]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_both +2023-06-08 22:59:21,422 - yago11k_both - [INFO] - [E:126| 500]: Train Loss:0.0011848, Val MRR:0.31788, yago11k_both +2023-06-08 23:01:44,323 - yago11k_both - [INFO] - [E:126| 600]: Train Loss:0.0011858, Val MRR:0.31788, yago11k_both +2023-06-08 23:01:44,323 - yago11k_both - [INFO] - [Epoch:126]: Training Loss:0.001186 + +2023-06-08 23:01:44,822 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 23:02:13,767 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 23:02:42,346 - yago11k_both - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.4024, Head : 0.22848, Avg : 0.31544 + +2023-06-08 23:02:42,346 - yago11k_both - [INFO] - [Epoch 126]: Training Loss: 0.0011858, Valid MRR: 0.31788, + + + +2023-06-08 23:02:43,788 - yago11k_both - [INFO] - [E:127| 0]: Train Loss:0.0011688, Val MRR:0.31788, yago11k_both +2023-06-08 23:04:51,964 - yago11k_both - [INFO] - [E:127| 100]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_both +2023-06-08 23:06:55,559 - yago11k_both - [INFO] - [E:127| 200]: Train Loss:0.0011857, Val MRR:0.31788, yago11k_both +2023-06-08 23:09:00,530 - yago11k_both - [INFO] - [E:127| 300]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_both +2023-06-08 23:11:04,689 - yago11k_both - [INFO] - [E:127| 400]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_both +2023-06-08 23:13:27,216 - yago11k_both - [INFO] - [E:127| 500]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_both +2023-06-08 23:15:46,712 - yago11k_both - [INFO] - [E:127| 600]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_both +2023-06-08 23:15:46,712 - yago11k_both - [INFO] - [Epoch:127]: Training Loss:0.001185 + +2023-06-08 23:15:47,238 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 23:16:15,751 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 23:16:43,893 - yago11k_both - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.39703, Head : 0.22917, Avg : 0.3131 + +2023-06-08 23:16:43,894 - yago11k_both - [INFO] - [Epoch 127]: Training Loss: 0.0011849, Valid MRR: 0.31788, + + + +2023-06-08 23:16:45,331 - yago11k_both - [INFO] - [E:128| 0]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_both +2023-06-08 23:19:05,723 - yago11k_both - [INFO] - [E:128| 100]: Train Loss:0.0011822, Val MRR:0.31788, yago11k_both +2023-06-08 23:21:27,783 - yago11k_both - [INFO] - [E:128| 200]: Train Loss:0.0011816, Val MRR:0.31788, yago11k_both +2023-06-08 23:23:48,855 - yago11k_both - [INFO] - [E:128| 300]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_both +2023-06-08 23:26:11,323 - yago11k_both - [INFO] - [E:128| 400]: Train Loss:0.0011835, Val MRR:0.31788, yago11k_both +2023-06-08 23:28:34,758 - yago11k_both - [INFO] - [E:128| 500]: Train Loss:0.0011838, Val MRR:0.31788, yago11k_both +2023-06-08 23:30:56,174 - yago11k_both - [INFO] - [E:128| 600]: Train Loss:0.0011836, Val MRR:0.31788, yago11k_both +2023-06-08 23:30:56,174 - yago11k_both - [INFO] - [Epoch:128]: Training Loss:0.001184 + +2023-06-08 23:30:56,704 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 23:31:25,454 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 23:31:54,033 - yago11k_both - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.4009, Head : 0.23036, Avg : 0.31563 + +2023-06-08 23:31:54,034 - yago11k_both - [INFO] - [Epoch 128]: Training Loss: 0.0011836, Valid MRR: 0.31788, + + + +2023-06-08 23:31:55,478 - yago11k_both - [INFO] - [E:129| 0]: Train Loss:0.0011961, Val MRR:0.31788, yago11k_both +2023-06-08 23:34:17,837 - yago11k_both - [INFO] - [E:129| 100]: Train Loss:0.0011795, Val MRR:0.31788, yago11k_both +2023-06-08 23:36:42,001 - yago11k_both - [INFO] - [E:129| 200]: Train Loss:0.0011817, Val MRR:0.31788, yago11k_both +2023-06-08 23:39:04,459 - yago11k_both - [INFO] - [E:129| 300]: Train Loss:0.001181, Val MRR:0.31788, yago11k_both +2023-06-08 23:41:28,722 - yago11k_both - [INFO] - [E:129| 400]: Train Loss:0.0011813, Val MRR:0.31788, yago11k_both +2023-06-08 23:43:50,828 - yago11k_both - [INFO] - [E:129| 500]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_both +2023-06-08 23:46:12,095 - yago11k_both - [INFO] - [E:129| 600]: Train Loss:0.001183, Val MRR:0.31788, yago11k_both +2023-06-08 23:46:12,095 - yago11k_both - [INFO] - [Epoch:129]: Training Loss:0.001183 + +2023-06-08 23:46:12,564 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-08 23:46:41,326 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-08 23:47:09,662 - yago11k_both - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.39875, Head : 0.22917, Avg : 0.31396 + MR: Tail : 381.92, Head : 738.78, Avg : 560.35 + Hit-1: Tail : 0.30522, Head : 0.18672, Avg : 0.24597 + Hit-3: Tail : 0.43998, Head : 0.22256, Avg : 0.33127 + Hit-10: Tail : 0.58447, Head : 0.31495, Avg : 0.44971 +2023-06-08 23:47:09,662 - yago11k_both - [INFO] - [Epoch 129]: Training Loss: 0.001183, Valid MRR: 0.31788, + + + +2023-06-08 23:47:11,105 - yago11k_both - [INFO] - [E:130| 0]: Train Loss:0.001209, Val MRR:0.31788, yago11k_both +2023-06-08 23:49:34,923 - yago11k_both - [INFO] - [E:130| 100]: Train Loss:0.0011833, Val MRR:0.31788, yago11k_both +2023-06-08 23:51:56,996 - yago11k_both - [INFO] - [E:130| 200]: Train Loss:0.0011811, Val MRR:0.31788, yago11k_both +2023-06-08 23:54:19,025 - yago11k_both - [INFO] - [E:130| 300]: Train Loss:0.0011797, Val MRR:0.31788, yago11k_both +2023-06-08 23:56:43,012 - yago11k_both - [INFO] - [E:130| 400]: Train Loss:0.0011801, Val MRR:0.31788, yago11k_both +2023-06-08 23:59:05,172 - yago11k_both - [INFO] - [E:130| 500]: Train Loss:0.0011815, Val MRR:0.31788, yago11k_both +2023-06-09 00:01:28,265 - yago11k_both - [INFO] - [E:130| 600]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_both +2023-06-09 00:01:28,266 - yago11k_both - [INFO] - [Epoch:130]: Training Loss:0.001182 + +2023-06-09 00:01:28,781 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 00:01:56,826 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 00:02:24,292 - yago11k_both - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.40483, Head : 0.23051, Avg : 0.31767 + +2023-06-09 00:02:24,292 - yago11k_both - [INFO] - [Epoch 130]: Training Loss: 0.0011818, Valid MRR: 0.31788, + + + +2023-06-09 00:02:25,746 - yago11k_both - [INFO] - [E:131| 0]: Train Loss:0.0011592, Val MRR:0.31788, yago11k_both +2023-06-09 00:04:49,526 - yago11k_both - [INFO] - [E:131| 100]: Train Loss:0.0011781, Val MRR:0.31788, yago11k_both +2023-06-09 00:07:12,042 - yago11k_both - [INFO] - [E:131| 200]: Train Loss:0.0011771, Val MRR:0.31788, yago11k_both +2023-06-09 00:09:35,958 - yago11k_both - [INFO] - [E:131| 300]: Train Loss:0.0011787, Val MRR:0.31788, yago11k_both +2023-06-09 00:11:58,568 - yago11k_both - [INFO] - [E:131| 400]: Train Loss:0.0011796, Val MRR:0.31788, yago11k_both +2023-06-09 00:14:21,081 - yago11k_both - [INFO] - [E:131| 500]: Train Loss:0.0011802, Val MRR:0.31788, yago11k_both +2023-06-09 00:16:44,209 - yago11k_both - [INFO] - [E:131| 600]: Train Loss:0.0011809, Val MRR:0.31788, yago11k_both +2023-06-09 00:16:44,209 - yago11k_both - [INFO] - [Epoch:131]: Training Loss:0.001181 + +2023-06-09 00:16:44,731 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 00:17:13,533 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 00:17:41,945 - yago11k_both - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.40644, Head : 0.22961, Avg : 0.31803 + +2023-06-09 00:17:43,191 - yago11k_both - [INFO] - [Epoch 131]: Training Loss: 0.0011809, Valid MRR: 0.31803, + + + +2023-06-09 00:17:44,538 - yago11k_both - [INFO] - [E:132| 0]: Train Loss:0.0012017, Val MRR:0.31803, yago11k_both +2023-06-09 00:20:07,018 - yago11k_both - [INFO] - [E:132| 100]: Train Loss:0.0011829, Val MRR:0.31803, yago11k_both +2023-06-09 00:22:29,777 - yago11k_both - [INFO] - [E:132| 200]: Train Loss:0.0011821, Val MRR:0.31803, yago11k_both +2023-06-09 00:24:53,476 - yago11k_both - [INFO] - [E:132| 300]: Train Loss:0.0011802, Val MRR:0.31803, yago11k_both +2023-06-09 00:27:15,799 - yago11k_both - [INFO] - [E:132| 400]: Train Loss:0.0011794, Val MRR:0.31803, yago11k_both +2023-06-09 00:29:40,320 - yago11k_both - [INFO] - [E:132| 500]: Train Loss:0.0011796, Val MRR:0.31803, yago11k_both +2023-06-09 00:32:01,675 - yago11k_both - [INFO] - [E:132| 600]: Train Loss:0.0011798, Val MRR:0.31803, yago11k_both +2023-06-09 00:32:01,676 - yago11k_both - [INFO] - [Epoch:132]: Training Loss:0.00118 + +2023-06-09 00:32:02,176 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 00:32:30,953 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 00:32:59,437 - yago11k_both - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.40399, Head : 0.22989, Avg : 0.31694 + +2023-06-09 00:32:59,437 - yago11k_both - [INFO] - [Epoch 132]: Training Loss: 0.0011798, Valid MRR: 0.31803, + + + +2023-06-09 00:33:00,909 - yago11k_both - [INFO] - [E:133| 0]: Train Loss:0.0011953, Val MRR:0.31803, yago11k_both +2023-06-09 00:35:23,277 - yago11k_both - [INFO] - [E:133| 100]: Train Loss:0.0011781, Val MRR:0.31803, yago11k_both +2023-06-09 00:37:46,564 - yago11k_both - [INFO] - [E:133| 200]: Train Loss:0.0011787, Val MRR:0.31803, yago11k_both +2023-06-09 00:40:09,052 - yago11k_both - [INFO] - [E:133| 300]: Train Loss:0.0011785, Val MRR:0.31803, yago11k_both +2023-06-09 00:42:31,527 - yago11k_both - [INFO] - [E:133| 400]: Train Loss:0.0011788, Val MRR:0.31803, yago11k_both +2023-06-09 00:44:55,690 - yago11k_both - [INFO] - [E:133| 500]: Train Loss:0.0011782, Val MRR:0.31803, yago11k_both +2023-06-09 00:47:11,377 - yago11k_both - [INFO] - [E:133| 600]: Train Loss:0.0011785, Val MRR:0.31803, yago11k_both +2023-06-09 00:47:11,378 - yago11k_both - [INFO] - [Epoch:133]: Training Loss:0.001178 + +2023-06-09 00:47:11,817 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 00:47:36,729 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 00:48:01,160 - yago11k_both - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.40371, Head : 0.22956, Avg : 0.31664 + +2023-06-09 00:48:01,160 - yago11k_both - [INFO] - [Epoch 133]: Training Loss: 0.0011785, Valid MRR: 0.31803, + + + +2023-06-09 00:48:02,417 - yago11k_both - [INFO] - [E:134| 0]: Train Loss:0.0011559, Val MRR:0.31803, yago11k_both +2023-06-09 00:50:05,860 - yago11k_both - [INFO] - [E:134| 100]: Train Loss:0.0011744, Val MRR:0.31803, yago11k_both +2023-06-09 00:52:11,261 - yago11k_both - [INFO] - [E:134| 200]: Train Loss:0.0011743, Val MRR:0.31803, yago11k_both +2023-06-09 00:54:13,668 - yago11k_both - [INFO] - [E:134| 300]: Train Loss:0.0011755, Val MRR:0.31803, yago11k_both +2023-06-09 00:56:34,700 - yago11k_both - [INFO] - [E:134| 400]: Train Loss:0.0011773, Val MRR:0.31803, yago11k_both +2023-06-09 00:58:56,246 - yago11k_both - [INFO] - [E:134| 500]: Train Loss:0.0011778, Val MRR:0.31803, yago11k_both +2023-06-09 01:01:15,437 - yago11k_both - [INFO] - [E:134| 600]: Train Loss:0.0011775, Val MRR:0.31803, yago11k_both +2023-06-09 01:01:15,437 - yago11k_both - [INFO] - [Epoch:134]: Training Loss:0.001178 + +2023-06-09 01:01:15,939 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 01:01:44,484 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 01:02:12,499 - yago11k_both - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.39575, Head : 0.23083, Avg : 0.31329 + +2023-06-09 01:02:12,499 - yago11k_both - [INFO] - [Epoch 134]: Training Loss: 0.0011775, Valid MRR: 0.31803, + + + +2023-06-09 01:02:13,926 - yago11k_both - [INFO] - [E:135| 0]: Train Loss:0.0011696, Val MRR:0.31803, yago11k_both +2023-06-09 01:04:35,430 - yago11k_both - [INFO] - [E:135| 100]: Train Loss:0.0011727, Val MRR:0.31803, yago11k_both +2023-06-09 01:06:56,331 - yago11k_both - [INFO] - [E:135| 200]: Train Loss:0.001174, Val MRR:0.31803, yago11k_both +2023-06-09 01:09:16,479 - yago11k_both - [INFO] - [E:135| 300]: Train Loss:0.0011756, Val MRR:0.31803, yago11k_both +2023-06-09 01:11:38,488 - yago11k_both - [INFO] - [E:135| 400]: Train Loss:0.0011757, Val MRR:0.31803, yago11k_both +2023-06-09 01:13:58,964 - yago11k_both - [INFO] - [E:135| 500]: Train Loss:0.0011759, Val MRR:0.31803, yago11k_both +2023-06-09 01:16:20,145 - yago11k_both - [INFO] - [E:135| 600]: Train Loss:0.0011763, Val MRR:0.31803, yago11k_both +2023-06-09 01:16:20,146 - yago11k_both - [INFO] - [Epoch:135]: Training Loss:0.001176 + +2023-06-09 01:16:20,681 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 01:16:48,792 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 01:17:14,689 - yago11k_both - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.40512, Head : 0.23053, Avg : 0.31783 + +2023-06-09 01:17:14,689 - yago11k_both - [INFO] - [Epoch 135]: Training Loss: 0.0011763, Valid MRR: 0.31803, + + + +2023-06-09 01:17:15,911 - yago11k_both - [INFO] - [E:136| 0]: Train Loss:0.00115, Val MRR:0.31803, yago11k_both +2023-06-09 01:19:36,318 - yago11k_both - [INFO] - [E:136| 100]: Train Loss:0.001174, Val MRR:0.31803, yago11k_both +2023-06-09 01:21:56,513 - yago11k_both - [INFO] - [E:136| 200]: Train Loss:0.0011736, Val MRR:0.31803, yago11k_both +2023-06-09 01:24:18,548 - yago11k_both - [INFO] - [E:136| 300]: Train Loss:0.0011744, Val MRR:0.31803, yago11k_both +2023-06-09 01:26:39,206 - yago11k_both - [INFO] - [E:136| 400]: Train Loss:0.0011745, Val MRR:0.31803, yago11k_both +2023-06-09 01:29:01,308 - yago11k_both - [INFO] - [E:136| 500]: Train Loss:0.0011753, Val MRR:0.31803, yago11k_both +2023-06-09 01:31:20,597 - yago11k_both - [INFO] - [E:136| 600]: Train Loss:0.0011758, Val MRR:0.31803, yago11k_both +2023-06-09 01:31:20,597 - yago11k_both - [INFO] - [Epoch:136]: Training Loss:0.001176 + +2023-06-09 01:31:21,095 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 01:31:49,721 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 01:32:17,704 - yago11k_both - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.39841, Head : 0.22921, Avg : 0.31381 + +2023-06-09 01:32:17,704 - yago11k_both - [INFO] - [Epoch 136]: Training Loss: 0.0011758, Valid MRR: 0.31803, + + + +2023-06-09 01:32:19,164 - yago11k_both - [INFO] - [E:137| 0]: Train Loss:0.0011802, Val MRR:0.31803, yago11k_both +2023-06-09 01:34:39,656 - yago11k_both - [INFO] - [E:137| 100]: Train Loss:0.001173, Val MRR:0.31803, yago11k_both +2023-06-09 01:37:01,951 - yago11k_both - [INFO] - [E:137| 200]: Train Loss:0.0011738, Val MRR:0.31803, yago11k_both +2023-06-09 01:39:22,383 - yago11k_both - [INFO] - [E:137| 300]: Train Loss:0.0011741, Val MRR:0.31803, yago11k_both +2023-06-09 01:41:43,476 - yago11k_both - [INFO] - [E:137| 400]: Train Loss:0.0011741, Val MRR:0.31803, yago11k_both +2023-06-09 01:44:02,300 - yago11k_both - [INFO] - [E:137| 500]: Train Loss:0.0011742, Val MRR:0.31803, yago11k_both +2023-06-09 01:46:21,493 - yago11k_both - [INFO] - [E:137| 600]: Train Loss:0.0011744, Val MRR:0.31803, yago11k_both +2023-06-09 01:46:21,494 - yago11k_both - [INFO] - [Epoch:137]: Training Loss:0.001174 + +2023-06-09 01:46:22,009 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 01:46:50,723 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 01:47:18,835 - yago11k_both - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.40158, Head : 0.22919, Avg : 0.31539 + +2023-06-09 01:47:18,835 - yago11k_both - [INFO] - [Epoch 137]: Training Loss: 0.0011744, Valid MRR: 0.31803, + + + +2023-06-09 01:47:20,283 - yago11k_both - [INFO] - [E:138| 0]: Train Loss:0.0011822, Val MRR:0.31803, yago11k_both +2023-06-09 01:49:42,281 - yago11k_both - [INFO] - [E:138| 100]: Train Loss:0.0011714, Val MRR:0.31803, yago11k_both +2023-06-09 01:52:03,221 - yago11k_both - [INFO] - [E:138| 200]: Train Loss:0.0011731, Val MRR:0.31803, yago11k_both +2023-06-09 01:54:23,389 - yago11k_both - [INFO] - [E:138| 300]: Train Loss:0.0011735, Val MRR:0.31803, yago11k_both +2023-06-09 01:56:45,410 - yago11k_both - [INFO] - [E:138| 400]: Train Loss:0.0011732, Val MRR:0.31803, yago11k_both +2023-06-09 01:59:06,059 - yago11k_both - [INFO] - [E:138| 500]: Train Loss:0.0011739, Val MRR:0.31803, yago11k_both +2023-06-09 02:01:27,836 - yago11k_both - [INFO] - [E:138| 600]: Train Loss:0.0011742, Val MRR:0.31803, yago11k_both +2023-06-09 02:01:27,837 - yago11k_both - [INFO] - [Epoch:138]: Training Loss:0.001174 + +2023-06-09 02:01:28,362 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 02:01:56,962 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 02:02:23,914 - yago11k_both - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.40194, Head : 0.23089, Avg : 0.31642 + +2023-06-09 02:02:23,914 - yago11k_both - [INFO] - [Epoch 138]: Training Loss: 0.0011742, Valid MRR: 0.31803, + + + +2023-06-09 02:02:25,281 - yago11k_both - [INFO] - [E:139| 0]: Train Loss:0.0011966, Val MRR:0.31803, yago11k_both +2023-06-09 02:04:46,861 - yago11k_both - [INFO] - [E:139| 100]: Train Loss:0.0011746, Val MRR:0.31803, yago11k_both +2023-06-09 02:07:07,133 - yago11k_both - [INFO] - [E:139| 200]: Train Loss:0.001173, Val MRR:0.31803, yago11k_both +2023-06-09 02:09:29,492 - yago11k_both - [INFO] - [E:139| 300]: Train Loss:0.0011714, Val MRR:0.31803, yago11k_both +2023-06-09 02:11:49,872 - yago11k_both - [INFO] - [E:139| 400]: Train Loss:0.0011724, Val MRR:0.31803, yago11k_both +2023-06-09 02:14:12,061 - yago11k_both - [INFO] - [E:139| 500]: Train Loss:0.0011727, Val MRR:0.31803, yago11k_both +2023-06-09 02:16:31,448 - yago11k_both - [INFO] - [E:139| 600]: Train Loss:0.0011733, Val MRR:0.31803, yago11k_both +2023-06-09 02:16:31,448 - yago11k_both - [INFO] - [Epoch:139]: Training Loss:0.001173 + +2023-06-09 02:16:31,940 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 02:17:00,431 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 02:17:28,631 - yago11k_both - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.39808, Head : 0.22992, Avg : 0.314 + MR: Tail : 419.57, Head : 750.8, Avg : 585.19 + Hit-1: Tail : 0.30425, Head : 0.18839, Avg : 0.24632 + Hit-3: Tail : 0.4404, Head : 0.22395, Avg : 0.33218 + Hit-10: Tail : 0.57627, Head : 0.30731, Avg : 0.44179 +2023-06-09 02:17:28,631 - yago11k_both - [INFO] - [Epoch 139]: Training Loss: 0.0011733, Valid MRR: 0.31803, + + + +2023-06-09 02:17:30,077 - yago11k_both - [INFO] - [E:140| 0]: Train Loss:0.0011734, Val MRR:0.31803, yago11k_both +2023-06-09 02:19:50,545 - yago11k_both - [INFO] - [E:140| 100]: Train Loss:0.0011699, Val MRR:0.31803, yago11k_both +2023-06-09 02:22:12,577 - yago11k_both - [INFO] - [E:140| 200]: Train Loss:0.0011716, Val MRR:0.31803, yago11k_both +2023-06-09 02:24:32,885 - yago11k_both - [INFO] - [E:140| 300]: Train Loss:0.0011724, Val MRR:0.31803, yago11k_both +2023-06-09 02:26:54,084 - yago11k_both - [INFO] - [E:140| 400]: Train Loss:0.0011719, Val MRR:0.31803, yago11k_both +2023-06-09 02:29:15,837 - yago11k_both - [INFO] - [E:140| 500]: Train Loss:0.0011722, Val MRR:0.31803, yago11k_both +2023-06-09 02:31:24,978 - yago11k_both - [INFO] - [E:140| 600]: Train Loss:0.0011719, Val MRR:0.31803, yago11k_both +2023-06-09 02:31:24,978 - yago11k_both - [INFO] - [Epoch:140]: Training Loss:0.001172 + +2023-06-09 02:31:25,447 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 02:31:49,930 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 02:32:14,541 - yago11k_both - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.40508, Head : 0.2294, Avg : 0.31724 + +2023-06-09 02:32:14,541 - yago11k_both - [INFO] - [Epoch 140]: Training Loss: 0.0011719, Valid MRR: 0.31803, + + + +2023-06-09 02:32:15,823 - yago11k_both - [INFO] - [E:141| 0]: Train Loss:0.0011575, Val MRR:0.31803, yago11k_both +2023-06-09 02:34:19,950 - yago11k_both - [INFO] - [E:141| 100]: Train Loss:0.0011673, Val MRR:0.31803, yago11k_both +2023-06-09 02:36:24,561 - yago11k_both - [INFO] - [E:141| 200]: Train Loss:0.0011698, Val MRR:0.31803, yago11k_both +2023-06-09 02:38:34,504 - yago11k_both - [INFO] - [E:141| 300]: Train Loss:0.0011695, Val MRR:0.31803, yago11k_both +2023-06-09 02:40:56,780 - yago11k_both - [INFO] - [E:141| 400]: Train Loss:0.0011704, Val MRR:0.31803, yago11k_both +2023-06-09 02:43:17,854 - yago11k_both - [INFO] - [E:141| 500]: Train Loss:0.0011713, Val MRR:0.31803, yago11k_both +2023-06-09 02:45:38,461 - yago11k_both - [INFO] - [E:141| 600]: Train Loss:0.0011714, Val MRR:0.31803, yago11k_both +2023-06-09 02:45:38,461 - yago11k_both - [INFO] - [Epoch:141]: Training Loss:0.001171 + +2023-06-09 02:45:38,946 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 02:46:06,413 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 02:46:34,603 - yago11k_both - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.41038, Head : 0.2324, Avg : 0.32139 + +2023-06-09 02:46:35,897 - yago11k_both - [INFO] - [Epoch 141]: Training Loss: 0.0011714, Valid MRR: 0.32139, + + + +2023-06-09 02:46:37,306 - yago11k_both - [INFO] - [E:142| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k_both +2023-06-09 02:48:59,480 - yago11k_both - [INFO] - [E:142| 100]: Train Loss:0.0011671, Val MRR:0.32139, yago11k_both +2023-06-09 02:51:20,107 - yago11k_both - [INFO] - [E:142| 200]: Train Loss:0.0011688, Val MRR:0.32139, yago11k_both +2023-06-09 02:53:41,657 - yago11k_both - [INFO] - [E:142| 300]: Train Loss:0.0011687, Val MRR:0.32139, yago11k_both +2023-06-09 02:56:02,510 - yago11k_both - [INFO] - [E:142| 400]: Train Loss:0.0011693, Val MRR:0.32139, yago11k_both +2023-06-09 02:58:23,297 - yago11k_both - [INFO] - [E:142| 500]: Train Loss:0.0011701, Val MRR:0.32139, yago11k_both +2023-06-09 03:00:44,788 - yago11k_both - [INFO] - [E:142| 600]: Train Loss:0.0011705, Val MRR:0.32139, yago11k_both +2023-06-09 03:00:44,788 - yago11k_both - [INFO] - [Epoch:142]: Training Loss:0.001171 + +2023-06-09 03:00:45,285 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 03:01:13,790 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 03:01:41,982 - yago11k_both - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.40274, Head : 0.22972, Avg : 0.31623 + +2023-06-09 03:01:41,982 - yago11k_both - [INFO] - [Epoch 142]: Training Loss: 0.0011705, Valid MRR: 0.32139, + + + +2023-06-09 03:01:43,330 - yago11k_both - [INFO] - [E:143| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k_both +2023-06-09 03:04:03,913 - yago11k_both - [INFO] - [E:143| 100]: Train Loss:0.0011696, Val MRR:0.32139, yago11k_both +2023-06-09 03:06:24,321 - yago11k_both - [INFO] - [E:143| 200]: Train Loss:0.0011681, Val MRR:0.32139, yago11k_both +2023-06-09 03:08:46,602 - yago11k_both - [INFO] - [E:143| 300]: Train Loss:0.001169, Val MRR:0.32139, yago11k_both +2023-06-09 03:11:06,828 - yago11k_both - [INFO] - [E:143| 400]: Train Loss:0.0011691, Val MRR:0.32139, yago11k_both +2023-06-09 03:13:28,891 - yago11k_both - [INFO] - [E:143| 500]: Train Loss:0.0011694, Val MRR:0.32139, yago11k_both +2023-06-09 03:15:48,247 - yago11k_both - [INFO] - [E:143| 600]: Train Loss:0.0011695, Val MRR:0.32139, yago11k_both +2023-06-09 03:15:48,248 - yago11k_both - [INFO] - [Epoch:143]: Training Loss:0.00117 + +2023-06-09 03:15:48,776 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 03:16:17,446 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 03:16:45,948 - yago11k_both - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.40655, Head : 0.22957, Avg : 0.31806 + +2023-06-09 03:16:45,948 - yago11k_both - [INFO] - [Epoch 143]: Training Loss: 0.0011695, Valid MRR: 0.32139, + + + +2023-06-09 03:16:47,409 - yago11k_both - [INFO] - [E:144| 0]: Train Loss:0.0011857, Val MRR:0.32139, yago11k_both +2023-06-09 03:19:09,721 - yago11k_both - [INFO] - [E:144| 100]: Train Loss:0.0011673, Val MRR:0.32139, yago11k_both +2023-06-09 03:21:33,959 - yago11k_both - [INFO] - [E:144| 200]: Train Loss:0.0011672, Val MRR:0.32139, yago11k_both +2023-06-09 03:23:56,559 - yago11k_both - [INFO] - [E:144| 300]: Train Loss:0.001168, Val MRR:0.32139, yago11k_both +2023-06-09 03:26:19,848 - yago11k_both - [INFO] - [E:144| 400]: Train Loss:0.0011683, Val MRR:0.32139, yago11k_both +2023-06-09 03:28:43,507 - yago11k_both - [INFO] - [E:144| 500]: Train Loss:0.0011682, Val MRR:0.32139, yago11k_both +2023-06-09 03:31:05,436 - yago11k_both - [INFO] - [E:144| 600]: Train Loss:0.0011688, Val MRR:0.32139, yago11k_both +2023-06-09 03:31:05,436 - yago11k_both - [INFO] - [Epoch:144]: Training Loss:0.001169 + +2023-06-09 03:31:05,915 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 03:31:34,903 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 03:32:03,467 - yago11k_both - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.40309, Head : 0.22844, Avg : 0.31577 + +2023-06-09 03:32:03,467 - yago11k_both - [INFO] - [Epoch 144]: Training Loss: 0.0011688, Valid MRR: 0.32139, + + + +2023-06-09 03:32:04,902 - yago11k_both - [INFO] - [E:145| 0]: Train Loss:0.0011563, Val MRR:0.32139, yago11k_both +2023-06-09 03:34:27,616 - yago11k_both - [INFO] - [E:145| 100]: Train Loss:0.0011712, Val MRR:0.32139, yago11k_both +2023-06-09 03:36:51,995 - yago11k_both - [INFO] - [E:145| 200]: Train Loss:0.0011686, Val MRR:0.32139, yago11k_both +2023-06-09 03:39:14,767 - yago11k_both - [INFO] - [E:145| 300]: Train Loss:0.0011684, Val MRR:0.32139, yago11k_both +2023-06-09 03:41:38,694 - yago11k_both - [INFO] - [E:145| 400]: Train Loss:0.0011675, Val MRR:0.32139, yago11k_both +2023-06-09 03:44:01,363 - yago11k_both - [INFO] - [E:145| 500]: Train Loss:0.0011678, Val MRR:0.32139, yago11k_both +2023-06-09 03:46:22,813 - yago11k_both - [INFO] - [E:145| 600]: Train Loss:0.0011679, Val MRR:0.32139, yago11k_both +2023-06-09 03:46:22,814 - yago11k_both - [INFO] - [Epoch:145]: Training Loss:0.001168 + +2023-06-09 03:46:23,304 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 03:46:52,366 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 03:47:21,061 - yago11k_both - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.40306, Head : 0.23057, Avg : 0.31682 + +2023-06-09 03:47:21,061 - yago11k_both - [INFO] - [Epoch 145]: Training Loss: 0.0011679, Valid MRR: 0.32139, + + + +2023-06-09 03:47:22,500 - yago11k_both - [INFO] - [E:146| 0]: Train Loss:0.0011353, Val MRR:0.32139, yago11k_both +2023-06-09 03:49:46,765 - yago11k_both - [INFO] - [E:146| 100]: Train Loss:0.0011631, Val MRR:0.32139, yago11k_both +2023-06-09 03:52:09,209 - yago11k_both - [INFO] - [E:146| 200]: Train Loss:0.0011639, Val MRR:0.32139, yago11k_both +2023-06-09 03:54:31,711 - yago11k_both - [INFO] - [E:146| 300]: Train Loss:0.0011651, Val MRR:0.32139, yago11k_both +2023-06-09 03:56:56,137 - yago11k_both - [INFO] - [E:146| 400]: Train Loss:0.0011657, Val MRR:0.32139, yago11k_both +2023-06-09 03:59:16,169 - yago11k_both - [INFO] - [E:146| 500]: Train Loss:0.0011659, Val MRR:0.32139, yago11k_both +2023-06-09 04:01:40,054 - yago11k_both - [INFO] - [E:146| 600]: Train Loss:0.0011668, Val MRR:0.32139, yago11k_both +2023-06-09 04:01:40,055 - yago11k_both - [INFO] - [Epoch:146]: Training Loss:0.001167 + +2023-06-09 04:01:40,593 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 04:02:09,315 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 04:02:36,239 - yago11k_both - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.40148, Head : 0.22905, Avg : 0.31526 + +2023-06-09 04:02:36,240 - yago11k_both - [INFO] - [Epoch 146]: Training Loss: 0.0011668, Valid MRR: 0.32139, + + + +2023-06-09 04:02:37,699 - yago11k_both - [INFO] - [E:147| 0]: Train Loss:0.0011859, Val MRR:0.32139, yago11k_both +2023-06-09 04:05:02,250 - yago11k_both - [INFO] - [E:147| 100]: Train Loss:0.0011653, Val MRR:0.32139, yago11k_both +2023-06-09 04:07:24,941 - yago11k_both - [INFO] - [E:147| 200]: Train Loss:0.0011644, Val MRR:0.32139, yago11k_both +2023-06-09 04:09:49,113 - yago11k_both - [INFO] - [E:147| 300]: Train Loss:0.0011637, Val MRR:0.32139, yago11k_both +2023-06-09 04:12:11,702 - yago11k_both - [INFO] - [E:147| 400]: Train Loss:0.0011652, Val MRR:0.32139, yago11k_both +2023-06-09 04:14:24,573 - yago11k_both - [INFO] - [E:147| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k_both +2023-06-09 04:16:28,640 - yago11k_both - [INFO] - [E:147| 600]: Train Loss:0.0011657, Val MRR:0.32139, yago11k_both +2023-06-09 04:16:28,640 - yago11k_both - [INFO] - [Epoch:147]: Training Loss:0.001166 + +2023-06-09 04:16:29,085 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 04:16:54,031 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 04:17:18,253 - yago11k_both - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.40056, Head : 0.22792, Avg : 0.31424 + +2023-06-09 04:17:18,254 - yago11k_both - [INFO] - [Epoch 147]: Training Loss: 0.0011657, Valid MRR: 0.32139, + + + +2023-06-09 04:17:19,457 - yago11k_both - [INFO] - [E:148| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k_both +2023-06-09 04:19:22,924 - yago11k_both - [INFO] - [E:148| 100]: Train Loss:0.001164, Val MRR:0.32139, yago11k_both +2023-06-09 04:21:30,756 - yago11k_both - [INFO] - [E:148| 200]: Train Loss:0.0011643, Val MRR:0.32139, yago11k_both +2023-06-09 04:23:55,429 - yago11k_both - [INFO] - [E:148| 300]: Train Loss:0.0011649, Val MRR:0.32139, yago11k_both +2023-06-09 04:26:18,012 - yago11k_both - [INFO] - [E:148| 400]: Train Loss:0.0011653, Val MRR:0.32139, yago11k_both +2023-06-09 04:28:42,052 - yago11k_both - [INFO] - [E:148| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k_both +2023-06-09 04:31:03,695 - yago11k_both - [INFO] - [E:148| 600]: Train Loss:0.0011653, Val MRR:0.32139, yago11k_both +2023-06-09 04:31:03,695 - yago11k_both - [INFO] - [Epoch:148]: Training Loss:0.001165 + +2023-06-09 04:31:04,153 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 04:31:33,200 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 04:32:01,667 - yago11k_both - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.40057, Head : 0.22957, Avg : 0.31507 + +2023-06-09 04:32:01,667 - yago11k_both - [INFO] - [Epoch 148]: Training Loss: 0.0011653, Valid MRR: 0.32139, + + + +2023-06-09 04:32:03,104 - yago11k_both - [INFO] - [E:149| 0]: Train Loss:0.0011552, Val MRR:0.32139, yago11k_both +2023-06-09 04:34:26,038 - yago11k_both - [INFO] - [E:149| 100]: Train Loss:0.0011639, Val MRR:0.32139, yago11k_both +2023-06-09 04:36:49,506 - yago11k_both - [INFO] - [E:149| 200]: Train Loss:0.0011614, Val MRR:0.32139, yago11k_both +2023-06-09 04:39:12,548 - yago11k_both - [INFO] - [E:149| 300]: Train Loss:0.0011628, Val MRR:0.32139, yago11k_both +2023-06-09 04:41:35,168 - yago11k_both - [INFO] - [E:149| 400]: Train Loss:0.0011627, Val MRR:0.32139, yago11k_both +2023-06-09 04:43:59,309 - yago11k_both - [INFO] - [E:149| 500]: Train Loss:0.0011634, Val MRR:0.32139, yago11k_both +2023-06-09 04:46:20,456 - yago11k_both - [INFO] - [E:149| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k_both +2023-06-09 04:46:20,456 - yago11k_both - [INFO] - [Epoch:149]: Training Loss:0.001164 + +2023-06-09 04:46:20,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 04:46:49,984 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 04:47:18,626 - yago11k_both - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.40075, Head : 0.22967, Avg : 0.31521 + MR: Tail : 430.69, Head : 775.95, Avg : 603.32 + Hit-1: Tail : 0.30786, Head : 0.187, Avg : 0.24743 + Hit-3: Tail : 0.44262, Head : 0.22659, Avg : 0.33461 + Hit-10: Tail : 0.58336, Head : 0.3087, Avg : 0.44603 +2023-06-09 04:47:18,626 - yago11k_both - [INFO] - [Epoch 149]: Training Loss: 0.0011637, Valid MRR: 0.32139, + + + +2023-06-09 04:47:20,079 - yago11k_both - [INFO] - [E:150| 0]: Train Loss:0.0011586, Val MRR:0.32139, yago11k_both +2023-06-09 04:49:42,782 - yago11k_both - [INFO] - [E:150| 100]: Train Loss:0.0011591, Val MRR:0.32139, yago11k_both +2023-06-09 04:52:07,013 - yago11k_both - [INFO] - [E:150| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k_both +2023-06-09 04:54:29,600 - yago11k_both - [INFO] - [E:150| 300]: Train Loss:0.0011624, Val MRR:0.32139, yago11k_both +2023-06-09 04:56:52,753 - yago11k_both - [INFO] - [E:150| 400]: Train Loss:0.0011629, Val MRR:0.32139, yago11k_both +2023-06-09 04:59:16,640 - yago11k_both - [INFO] - [E:150| 500]: Train Loss:0.0011636, Val MRR:0.32139, yago11k_both +2023-06-09 05:01:38,002 - yago11k_both - [INFO] - [E:150| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k_both +2023-06-09 05:01:38,003 - yago11k_both - [INFO] - [Epoch:150]: Training Loss:0.001164 + +2023-06-09 05:01:38,540 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 05:02:07,378 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 05:02:35,923 - yago11k_both - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.40283, Head : 0.23152, Avg : 0.31717 + +2023-06-09 05:02:35,924 - yago11k_both - [INFO] - [Epoch 150]: Training Loss: 0.0011637, Valid MRR: 0.32139, + + + +2023-06-09 05:02:37,412 - yago11k_both - [INFO] - [E:151| 0]: Train Loss:0.0011302, Val MRR:0.32139, yago11k_both +2023-06-09 05:04:59,773 - yago11k_both - [INFO] - [E:151| 100]: Train Loss:0.001161, Val MRR:0.32139, yago11k_both +2023-06-09 05:07:23,905 - yago11k_both - [INFO] - [E:151| 200]: Train Loss:0.0011615, Val MRR:0.32139, yago11k_both +2023-06-09 05:09:46,649 - yago11k_both - [INFO] - [E:151| 300]: Train Loss:0.0011619, Val MRR:0.32139, yago11k_both +2023-06-09 05:12:10,693 - yago11k_both - [INFO] - [E:151| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k_both +2023-06-09 05:14:33,132 - yago11k_both - [INFO] - [E:151| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k_both +2023-06-09 05:16:54,794 - yago11k_both - [INFO] - [E:151| 600]: Train Loss:0.0011631, Val MRR:0.32139, yago11k_both +2023-06-09 05:16:54,795 - yago11k_both - [INFO] - [Epoch:151]: Training Loss:0.001163 + +2023-06-09 05:16:55,262 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 05:17:23,917 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 05:17:52,637 - yago11k_both - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.405, Head : 0.23062, Avg : 0.31781 + +2023-06-09 05:17:52,638 - yago11k_both - [INFO] - [Epoch 151]: Training Loss: 0.0011631, Valid MRR: 0.32139, + + + +2023-06-09 05:17:54,086 - yago11k_both - [INFO] - [E:152| 0]: Train Loss:0.0011509, Val MRR:0.32139, yago11k_both +2023-06-09 05:20:18,965 - yago11k_both - [INFO] - [E:152| 100]: Train Loss:0.0011596, Val MRR:0.32139, yago11k_both +2023-06-09 05:22:42,100 - yago11k_both - [INFO] - [E:152| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k_both +2023-06-09 05:25:04,780 - yago11k_both - [INFO] - [E:152| 300]: Train Loss:0.0011629, Val MRR:0.32139, yago11k_both +2023-06-09 05:27:29,092 - yago11k_both - [INFO] - [E:152| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k_both +2023-06-09 05:29:49,208 - yago11k_both - [INFO] - [E:152| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k_both +2023-06-09 05:32:12,357 - yago11k_both - [INFO] - [E:152| 600]: Train Loss:0.0011625, Val MRR:0.32139, yago11k_both +2023-06-09 05:32:12,359 - yago11k_both - [INFO] - [Epoch:152]: Training Loss:0.001162 + +2023-06-09 05:32:12,887 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 05:32:41,867 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 05:33:08,650 - yago11k_both - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.40326, Head : 0.22871, Avg : 0.31598 + +2023-06-09 05:33:08,650 - yago11k_both - [INFO] - [Epoch 152]: Training Loss: 0.0011625, Valid MRR: 0.32139, + + + +2023-06-09 05:33:10,079 - yago11k_both - [INFO] - [E:153| 0]: Train Loss:0.0011324, Val MRR:0.32139, yago11k_both +2023-06-09 05:35:34,759 - yago11k_both - [INFO] - [E:153| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k_both +2023-06-09 05:37:57,694 - yago11k_both - [INFO] - [E:153| 200]: Train Loss:0.0011616, Val MRR:0.32139, yago11k_both +2023-06-09 05:40:22,177 - yago11k_both - [INFO] - [E:153| 300]: Train Loss:0.0011612, Val MRR:0.32139, yago11k_both +2023-06-09 05:42:44,419 - yago11k_both - [INFO] - [E:153| 400]: Train Loss:0.0011606, Val MRR:0.32139, yago11k_both +2023-06-09 05:45:07,566 - yago11k_both - [INFO] - [E:153| 500]: Train Loss:0.001161, Val MRR:0.32139, yago11k_both +2023-06-09 05:47:30,700 - yago11k_both - [INFO] - [E:153| 600]: Train Loss:0.0011616, Val MRR:0.32139, yago11k_both +2023-06-09 05:47:30,702 - yago11k_both - [INFO] - [Epoch:153]: Training Loss:0.001162 + +2023-06-09 05:47:31,271 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 05:48:00,222 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 05:48:28,802 - yago11k_both - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.40385, Head : 0.23151, Avg : 0.31768 + +2023-06-09 05:48:28,802 - yago11k_both - [INFO] - [Epoch 153]: Training Loss: 0.0011616, Valid MRR: 0.32139, + + + +2023-06-09 05:48:30,257 - yago11k_both - [INFO] - [E:154| 0]: Train Loss:0.001141, Val MRR:0.32139, yago11k_both +2023-06-09 05:50:50,603 - yago11k_both - [INFO] - [E:154| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k_both +2023-06-09 05:53:13,513 - yago11k_both - [INFO] - [E:154| 200]: Train Loss:0.0011589, Val MRR:0.32139, yago11k_both +2023-06-09 05:55:37,221 - yago11k_both - [INFO] - [E:154| 300]: Train Loss:0.0011596, Val MRR:0.32139, yago11k_both +2023-06-09 05:57:45,845 - yago11k_both - [INFO] - [E:154| 400]: Train Loss:0.00116, Val MRR:0.32139, yago11k_both +2023-06-09 05:59:51,266 - yago11k_both - [INFO] - [E:154| 500]: Train Loss:0.0011597, Val MRR:0.32139, yago11k_both +2023-06-09 06:01:53,741 - yago11k_both - [INFO] - [E:154| 600]: Train Loss:0.0011607, Val MRR:0.32139, yago11k_both +2023-06-09 06:01:53,741 - yago11k_both - [INFO] - [Epoch:154]: Training Loss:0.001161 + +2023-06-09 06:01:54,209 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 06:02:19,190 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 06:02:43,285 - yago11k_both - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.39735, Head : 0.231, Avg : 0.31418 + +2023-06-09 06:02:43,285 - yago11k_both - [INFO] - [Epoch 154]: Training Loss: 0.0011607, Valid MRR: 0.32139, + + + +2023-06-09 06:02:44,519 - yago11k_both - [INFO] - [E:155| 0]: Train Loss:0.0011787, Val MRR:0.32139, yago11k_both +2023-06-09 06:04:56,387 - yago11k_both - [INFO] - [E:155| 100]: Train Loss:0.0011567, Val MRR:0.32139, yago11k_both +2023-06-09 06:07:20,856 - yago11k_both - [INFO] - [E:155| 200]: Train Loss:0.0011585, Val MRR:0.32139, yago11k_both +2023-06-09 06:09:43,737 - yago11k_both - [INFO] - [E:155| 300]: Train Loss:0.0011586, Val MRR:0.32139, yago11k_both +2023-06-09 06:12:06,443 - yago11k_both - [INFO] - [E:155| 400]: Train Loss:0.0011596, Val MRR:0.32139, yago11k_both +2023-06-09 06:14:31,124 - yago11k_both - [INFO] - [E:155| 500]: Train Loss:0.0011595, Val MRR:0.32139, yago11k_both +2023-06-09 06:16:52,929 - yago11k_both - [INFO] - [E:155| 600]: Train Loss:0.00116, Val MRR:0.32139, yago11k_both +2023-06-09 06:16:52,929 - yago11k_both - [INFO] - [Epoch:155]: Training Loss:0.00116 + +2023-06-09 06:16:53,431 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 06:17:22,297 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 06:17:50,798 - yago11k_both - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.40564, Head : 0.2319, Avg : 0.31877 + +2023-06-09 06:17:50,798 - yago11k_both - [INFO] - [Epoch 155]: Training Loss: 0.00116, Valid MRR: 0.32139, + + + +2023-06-09 06:17:52,230 - yago11k_both - [INFO] - [E:156| 0]: Train Loss:0.001158, Val MRR:0.32139, yago11k_both +2023-06-09 06:20:15,173 - yago11k_both - [INFO] - [E:156| 100]: Train Loss:0.0011599, Val MRR:0.32139, yago11k_both +2023-06-09 06:22:39,609 - yago11k_both - [INFO] - [E:156| 200]: Train Loss:0.001159, Val MRR:0.32139, yago11k_both +2023-06-09 06:25:02,243 - yago11k_both - [INFO] - [E:156| 300]: Train Loss:0.0011591, Val MRR:0.32139, yago11k_both +2023-06-09 06:27:26,415 - yago11k_both - [INFO] - [E:156| 400]: Train Loss:0.0011588, Val MRR:0.32139, yago11k_both +2023-06-09 06:29:49,421 - yago11k_both - [INFO] - [E:156| 500]: Train Loss:0.0011591, Val MRR:0.32139, yago11k_both +2023-06-09 06:32:10,876 - yago11k_both - [INFO] - [E:156| 600]: Train Loss:0.0011594, Val MRR:0.32139, yago11k_both +2023-06-09 06:32:10,876 - yago11k_both - [INFO] - [Epoch:156]: Training Loss:0.001159 + +2023-06-09 06:32:11,385 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 06:32:40,343 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 06:33:08,733 - yago11k_both - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.40265, Head : 0.23056, Avg : 0.3166 + +2023-06-09 06:33:08,734 - yago11k_both - [INFO] - [Epoch 156]: Training Loss: 0.0011594, Valid MRR: 0.32139, + + + +2023-06-09 06:33:10,193 - yago11k_both - [INFO] - [E:157| 0]: Train Loss:0.0011419, Val MRR:0.32139, yago11k_both +2023-06-09 06:35:33,464 - yago11k_both - [INFO] - [E:157| 100]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_both +2023-06-09 06:37:56,765 - yago11k_both - [INFO] - [E:157| 200]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_both +2023-06-09 06:40:19,066 - yago11k_both - [INFO] - [E:157| 300]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_both +2023-06-09 06:42:43,597 - yago11k_both - [INFO] - [E:157| 400]: Train Loss:0.0011589, Val MRR:0.32139, yago11k_both +2023-06-09 06:45:06,119 - yago11k_both - [INFO] - [E:157| 500]: Train Loss:0.0011592, Val MRR:0.32139, yago11k_both +2023-06-09 06:47:29,292 - yago11k_both - [INFO] - [E:157| 600]: Train Loss:0.001159, Val MRR:0.32139, yago11k_both +2023-06-09 06:47:29,292 - yago11k_both - [INFO] - [Epoch:157]: Training Loss:0.001159 + +2023-06-09 06:47:29,798 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 06:47:57,542 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 06:48:26,082 - yago11k_both - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.4012, Head : 0.22971, Avg : 0.31546 + +2023-06-09 06:48:26,082 - yago11k_both - [INFO] - [Epoch 157]: Training Loss: 0.001159, Valid MRR: 0.32139, + + + +2023-06-09 06:48:27,550 - yago11k_both - [INFO] - [E:158| 0]: Train Loss:0.0011441, Val MRR:0.32139, yago11k_both +2023-06-09 06:50:51,874 - yago11k_both - [INFO] - [E:158| 100]: Train Loss:0.001155, Val MRR:0.32139, yago11k_both +2023-06-09 06:53:14,516 - yago11k_both - [INFO] - [E:158| 200]: Train Loss:0.0011568, Val MRR:0.32139, yago11k_both +2023-06-09 06:55:37,775 - yago11k_both - [INFO] - [E:158| 300]: Train Loss:0.0011573, Val MRR:0.32139, yago11k_both +2023-06-09 06:58:02,028 - yago11k_both - [INFO] - [E:158| 400]: Train Loss:0.0011583, Val MRR:0.32139, yago11k_both +2023-06-09 07:00:24,547 - yago11k_both - [INFO] - [E:158| 500]: Train Loss:0.0011576, Val MRR:0.32139, yago11k_both +2023-06-09 07:02:47,805 - yago11k_both - [INFO] - [E:158| 600]: Train Loss:0.0011583, Val MRR:0.32139, yago11k_both +2023-06-09 07:02:47,805 - yago11k_both - [INFO] - [Epoch:158]: Training Loss:0.001158 + +2023-06-09 07:02:48,321 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 07:03:17,298 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 07:03:44,262 - yago11k_both - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.40462, Head : 0.22817, Avg : 0.31639 + +2023-06-09 07:03:44,262 - yago11k_both - [INFO] - [Epoch 158]: Training Loss: 0.0011583, Valid MRR: 0.32139, + + + +2023-06-09 07:03:45,706 - yago11k_both - [INFO] - [E:159| 0]: Train Loss:0.001137, Val MRR:0.32139, yago11k_both +2023-06-09 07:06:10,144 - yago11k_both - [INFO] - [E:159| 100]: Train Loss:0.001156, Val MRR:0.32139, yago11k_both +2023-06-09 07:08:32,967 - yago11k_both - [INFO] - [E:159| 200]: Train Loss:0.0011559, Val MRR:0.32139, yago11k_both +2023-06-09 07:10:57,445 - yago11k_both - [INFO] - [E:159| 300]: Train Loss:0.0011574, Val MRR:0.32139, yago11k_both +2023-06-09 07:13:20,104 - yago11k_both - [INFO] - [E:159| 400]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_both +2023-06-09 07:15:42,740 - yago11k_both - [INFO] - [E:159| 500]: Train Loss:0.0011575, Val MRR:0.32139, yago11k_both +2023-06-09 07:18:06,234 - yago11k_both - [INFO] - [E:159| 600]: Train Loss:0.0011579, Val MRR:0.32139, yago11k_both +2023-06-09 07:18:06,235 - yago11k_both - [INFO] - [Epoch:159]: Training Loss:0.001158 + +2023-06-09 07:18:06,778 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 07:18:35,743 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 07:19:04,450 - yago11k_both - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.40532, Head : 0.23037, Avg : 0.31784 + MR: Tail : 473.41, Head : 798.09, Avg : 635.75 + Hit-1: Tail : 0.31953, Head : 0.18741, Avg : 0.25347 + Hit-3: Tail : 0.44137, Head : 0.22659, Avg : 0.33398 + Hit-10: Tail : 0.57808, Head : 0.30689, Avg : 0.44248 +2023-06-09 07:19:04,450 - yago11k_both - [INFO] - [Epoch 159]: Training Loss: 0.0011579, Valid MRR: 0.32139, + + + +2023-06-09 07:19:05,911 - yago11k_both - [INFO] - [E:160| 0]: Train Loss:0.0011744, Val MRR:0.32139, yago11k_both +2023-06-09 07:21:28,605 - yago11k_both - [INFO] - [E:160| 100]: Train Loss:0.0011561, Val MRR:0.32139, yago11k_both +2023-06-09 07:23:51,352 - yago11k_both - [INFO] - [E:160| 200]: Train Loss:0.0011555, Val MRR:0.32139, yago11k_both +2023-06-09 07:26:15,747 - yago11k_both - [INFO] - [E:160| 300]: Train Loss:0.0011551, Val MRR:0.32139, yago11k_both +2023-06-09 07:28:38,453 - yago11k_both - [INFO] - [E:160| 400]: Train Loss:0.0011557, Val MRR:0.32139, yago11k_both +2023-06-09 07:31:02,771 - yago11k_both - [INFO] - [E:160| 500]: Train Loss:0.0011563, Val MRR:0.32139, yago11k_both +2023-06-09 07:33:24,292 - yago11k_both - [INFO] - [E:160| 600]: Train Loss:0.001157, Val MRR:0.32139, yago11k_both +2023-06-09 07:33:24,293 - yago11k_both - [INFO] - [Epoch:160]: Training Loss:0.001157 + +2023-06-09 07:33:24,821 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 07:33:53,944 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 07:34:22,429 - yago11k_both - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.40379, Head : 0.2292, Avg : 0.31649 + +2023-06-09 07:34:22,429 - yago11k_both - [INFO] - [Epoch 160]: Training Loss: 0.001157, Valid MRR: 0.32139, + + + +2023-06-09 07:34:23,855 - yago11k_both - [INFO] - [E:161| 0]: Train Loss:0.0011459, Val MRR:0.32139, yago11k_both +2023-06-09 07:36:46,696 - yago11k_both - [INFO] - [E:161| 100]: Train Loss:0.001157, Val MRR:0.32139, yago11k_both +2023-06-09 07:39:10,733 - yago11k_both - [INFO] - [E:161| 200]: Train Loss:0.0011557, Val MRR:0.32139, yago11k_both +2023-06-09 07:41:15,770 - yago11k_both - [INFO] - [E:161| 300]: Train Loss:0.0011565, Val MRR:0.32139, yago11k_both +2023-06-09 07:43:19,181 - yago11k_both - [INFO] - [E:161| 400]: Train Loss:0.0011565, Val MRR:0.32139, yago11k_both +2023-06-09 07:45:24,610 - yago11k_both - [INFO] - [E:161| 500]: Train Loss:0.0011564, Val MRR:0.32139, yago11k_both +2023-06-09 07:47:32,062 - yago11k_both - [INFO] - [E:161| 600]: Train Loss:0.001156, Val MRR:0.32139, yago11k_both +2023-06-09 07:47:32,062 - yago11k_both - [INFO] - [Epoch:161]: Training Loss:0.001156 + +2023-06-09 07:47:32,528 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 07:48:01,652 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 07:48:30,356 - yago11k_both - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.409, Head : 0.23115, Avg : 0.32008 + +2023-06-09 07:48:30,357 - yago11k_both - [INFO] - [Epoch 161]: Training Loss: 0.001156, Valid MRR: 0.32139, + + + +2023-06-09 07:48:31,797 - yago11k_both - [INFO] - [E:162| 0]: Train Loss:0.0011342, Val MRR:0.32139, yago11k_both +2023-06-09 07:50:54,603 - yago11k_both - [INFO] - [E:162| 100]: Train Loss:0.0011534, Val MRR:0.32139, yago11k_both +2023-06-09 07:53:19,020 - yago11k_both - [INFO] - [E:162| 200]: Train Loss:0.0011541, Val MRR:0.32139, yago11k_both +2023-06-09 07:55:41,477 - yago11k_both - [INFO] - [E:162| 300]: Train Loss:0.0011548, Val MRR:0.32139, yago11k_both +2023-06-09 07:58:04,432 - yago11k_both - [INFO] - [E:162| 400]: Train Loss:0.0011548, Val MRR:0.32139, yago11k_both +2023-06-09 08:00:28,248 - yago11k_both - [INFO] - [E:162| 500]: Train Loss:0.0011554, Val MRR:0.32139, yago11k_both +2023-06-09 08:02:50,027 - yago11k_both - [INFO] - [E:162| 600]: Train Loss:0.0011557, Val MRR:0.32139, yago11k_both +2023-06-09 08:02:50,028 - yago11k_both - [INFO] - [Epoch:162]: Training Loss:0.001156 + +2023-06-09 08:02:50,481 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 08:03:19,316 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 08:03:48,009 - yago11k_both - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.40767, Head : 0.23106, Avg : 0.31937 + +2023-06-09 08:03:48,010 - yago11k_both - [INFO] - [Epoch 162]: Training Loss: 0.0011557, Valid MRR: 0.32139, + + + +2023-06-09 08:03:49,468 - yago11k_both - [INFO] - [E:163| 0]: Train Loss:0.0011801, Val MRR:0.32139, yago11k_both +2023-06-09 08:06:11,834 - yago11k_both - [INFO] - [E:163| 100]: Train Loss:0.0011505, Val MRR:0.32139, yago11k_both +2023-06-09 08:08:36,309 - yago11k_both - [INFO] - [E:163| 200]: Train Loss:0.0011532, Val MRR:0.32139, yago11k_both +2023-06-09 08:10:58,679 - yago11k_both - [INFO] - [E:163| 300]: Train Loss:0.0011541, Val MRR:0.32139, yago11k_both +2023-06-09 08:13:23,238 - yago11k_both - [INFO] - [E:163| 400]: Train Loss:0.0011544, Val MRR:0.32139, yago11k_both +2023-06-09 08:15:46,061 - yago11k_both - [INFO] - [E:163| 500]: Train Loss:0.0011545, Val MRR:0.32139, yago11k_both +2023-06-09 08:18:07,679 - yago11k_both - [INFO] - [E:163| 600]: Train Loss:0.001155, Val MRR:0.32139, yago11k_both +2023-06-09 08:18:07,679 - yago11k_both - [INFO] - [Epoch:163]: Training Loss:0.001155 + +2023-06-09 08:18:08,156 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 08:18:37,041 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 08:19:05,646 - yago11k_both - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.40391, Head : 0.23056, Avg : 0.31723 + +2023-06-09 08:19:05,646 - yago11k_both - [INFO] - [Epoch 163]: Training Loss: 0.001155, Valid MRR: 0.32139, + + + +2023-06-09 08:19:07,095 - yago11k_both - [INFO] - [E:164| 0]: Train Loss:0.0011829, Val MRR:0.32139, yago11k_both +2023-06-09 08:21:31,582 - yago11k_both - [INFO] - [E:164| 100]: Train Loss:0.0011513, Val MRR:0.32139, yago11k_both +2023-06-09 08:23:54,366 - yago11k_both - [INFO] - [E:164| 200]: Train Loss:0.0011533, Val MRR:0.32139, yago11k_both +2023-06-09 08:26:16,904 - yago11k_both - [INFO] - [E:164| 300]: Train Loss:0.0011544, Val MRR:0.32139, yago11k_both +2023-06-09 08:28:41,622 - yago11k_both - [INFO] - [E:164| 400]: Train Loss:0.001155, Val MRR:0.32139, yago11k_both +2023-06-09 08:31:04,397 - yago11k_both - [INFO] - [E:164| 500]: Train Loss:0.0011543, Val MRR:0.32139, yago11k_both +2023-06-09 08:33:27,476 - yago11k_both - [INFO] - [E:164| 600]: Train Loss:0.0011546, Val MRR:0.32139, yago11k_both +2023-06-09 08:33:27,476 - yago11k_both - [INFO] - [Epoch:164]: Training Loss:0.001155 + +2023-06-09 08:33:28,007 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 08:33:55,671 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 08:34:23,569 - yago11k_both - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.39865, Head : 0.23109, Avg : 0.31487 + +2023-06-09 08:34:23,569 - yago11k_both - [INFO] - [Epoch 164]: Training Loss: 0.0011546, Valid MRR: 0.32139, + + + +2023-06-09 08:34:25,022 - yago11k_both - [INFO] - [E:165| 0]: Train Loss:0.0011254, Val MRR:0.32139, yago11k_both +2023-06-09 08:36:49,529 - yago11k_both - [INFO] - [E:165| 100]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_both +2023-06-09 08:39:12,022 - yago11k_both - [INFO] - [E:165| 200]: Train Loss:0.0011527, Val MRR:0.32139, yago11k_both +2023-06-09 08:41:36,225 - yago11k_both - [INFO] - [E:165| 300]: Train Loss:0.0011533, Val MRR:0.32139, yago11k_both +2023-06-09 08:43:59,134 - yago11k_both - [INFO] - [E:165| 400]: Train Loss:0.0011525, Val MRR:0.32139, yago11k_both +2023-06-09 08:46:22,138 - yago11k_both - [INFO] - [E:165| 500]: Train Loss:0.0011528, Val MRR:0.32139, yago11k_both +2023-06-09 08:48:45,171 - yago11k_both - [INFO] - [E:165| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k_both +2023-06-09 08:48:45,171 - yago11k_both - [INFO] - [Epoch:165]: Training Loss:0.001153 + +2023-06-09 08:48:45,706 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 08:49:14,643 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 08:49:42,382 - yago11k_both - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.40272, Head : 0.22879, Avg : 0.31575 + +2023-06-09 08:49:42,382 - yago11k_both - [INFO] - [Epoch 165]: Training Loss: 0.0011535, Valid MRR: 0.32139, + + + +2023-06-09 08:49:43,747 - yago11k_both - [INFO] - [E:166| 0]: Train Loss:0.0011446, Val MRR:0.32139, yago11k_both +2023-06-09 08:52:07,026 - yago11k_both - [INFO] - [E:166| 100]: Train Loss:0.0011525, Val MRR:0.32139, yago11k_both +2023-06-09 08:54:29,910 - yago11k_both - [INFO] - [E:166| 200]: Train Loss:0.0011535, Val MRR:0.32139, yago11k_both +2023-06-09 08:56:54,585 - yago11k_both - [INFO] - [E:166| 300]: Train Loss:0.0011526, Val MRR:0.32139, yago11k_both +2023-06-09 08:59:17,043 - yago11k_both - [INFO] - [E:166| 400]: Train Loss:0.0011529, Val MRR:0.32139, yago11k_both +2023-06-09 09:01:41,195 - yago11k_both - [INFO] - [E:166| 500]: Train Loss:0.0011534, Val MRR:0.32139, yago11k_both +2023-06-09 09:04:03,118 - yago11k_both - [INFO] - [E:166| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k_both +2023-06-09 09:04:03,119 - yago11k_both - [INFO] - [Epoch:166]: Training Loss:0.001153 + +2023-06-09 09:04:03,646 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 09:04:32,637 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 09:05:01,238 - yago11k_both - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.40161, Head : 0.22932, Avg : 0.31547 + +2023-06-09 09:05:01,238 - yago11k_both - [INFO] - [Epoch 166]: Training Loss: 0.0011535, Valid MRR: 0.32139, + + + +2023-06-09 09:05:02,659 - yago11k_both - [INFO] - [E:167| 0]: Train Loss:0.0011323, Val MRR:0.32139, yago11k_both +2023-06-09 09:07:25,185 - yago11k_both - [INFO] - [E:167| 100]: Train Loss:0.0011508, Val MRR:0.32139, yago11k_both +2023-06-09 09:09:48,601 - yago11k_both - [INFO] - [E:167| 200]: Train Loss:0.0011529, Val MRR:0.32139, yago11k_both +2023-06-09 09:12:12,369 - yago11k_both - [INFO] - [E:167| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_both +2023-06-09 09:14:34,971 - yago11k_both - [INFO] - [E:167| 400]: Train Loss:0.0011528, Val MRR:0.32139, yago11k_both +2023-06-09 09:16:59,307 - yago11k_both - [INFO] - [E:167| 500]: Train Loss:0.0011529, Val MRR:0.32139, yago11k_both +2023-06-09 09:19:20,994 - yago11k_both - [INFO] - [E:167| 600]: Train Loss:0.0011532, Val MRR:0.32139, yago11k_both +2023-06-09 09:19:20,995 - yago11k_both - [INFO] - [Epoch:167]: Training Loss:0.001153 + +2023-06-09 09:19:21,507 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 09:19:50,489 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 09:20:18,951 - yago11k_both - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.40385, Head : 0.2292, Avg : 0.31653 + +2023-06-09 09:20:18,951 - yago11k_both - [INFO] - [Epoch 167]: Training Loss: 0.0011532, Valid MRR: 0.32139, + + + +2023-06-09 09:20:20,409 - yago11k_both - [INFO] - [E:168| 0]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_both +2023-06-09 09:22:40,225 - yago11k_both - [INFO] - [E:168| 100]: Train Loss:0.0011515, Val MRR:0.32139, yago11k_both +2023-06-09 09:24:45,430 - yago11k_both - [INFO] - [E:168| 200]: Train Loss:0.0011514, Val MRR:0.32139, yago11k_both +2023-06-09 09:26:48,870 - yago11k_both - [INFO] - [E:168| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_both +2023-06-09 09:28:51,650 - yago11k_both - [INFO] - [E:168| 400]: Train Loss:0.0011526, Val MRR:0.32139, yago11k_both +2023-06-09 09:31:06,564 - yago11k_both - [INFO] - [E:168| 500]: Train Loss:0.0011527, Val MRR:0.32139, yago11k_both +2023-06-09 09:33:28,694 - yago11k_both - [INFO] - [E:168| 600]: Train Loss:0.001152, Val MRR:0.32139, yago11k_both +2023-06-09 09:33:28,694 - yago11k_both - [INFO] - [Epoch:168]: Training Loss:0.001152 + +2023-06-09 09:33:29,231 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 09:33:58,311 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 09:34:26,877 - yago11k_both - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.4025, Head : 0.23001, Avg : 0.31625 + +2023-06-09 09:34:26,877 - yago11k_both - [INFO] - [Epoch 168]: Training Loss: 0.001152, Valid MRR: 0.32139, + + + +2023-06-09 09:34:28,322 - yago11k_both - [INFO] - [E:169| 0]: Train Loss:0.0011363, Val MRR:0.32139, yago11k_both +2023-06-09 09:36:51,251 - yago11k_both - [INFO] - [E:169| 100]: Train Loss:0.0011509, Val MRR:0.32139, yago11k_both +2023-06-09 09:39:15,537 - yago11k_both - [INFO] - [E:169| 200]: Train Loss:0.0011492, Val MRR:0.32139, yago11k_both +2023-06-09 09:41:38,451 - yago11k_both - [INFO] - [E:169| 300]: Train Loss:0.0011508, Val MRR:0.32139, yago11k_both +2023-06-09 09:44:02,994 - yago11k_both - [INFO] - [E:169| 400]: Train Loss:0.0011517, Val MRR:0.32139, yago11k_both +2023-06-09 09:46:25,416 - yago11k_both - [INFO] - [E:169| 500]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_both +2023-06-09 09:48:42,440 - yago11k_both - [INFO] - [E:169| 600]: Train Loss:0.0011519, Val MRR:0.32139, yago11k_both +2023-06-09 09:48:42,440 - yago11k_both - [INFO] - [Epoch:169]: Training Loss:0.001152 + +2023-06-09 09:48:42,952 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 09:49:10,649 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 09:49:37,438 - yago11k_both - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.40382, Head : 0.22977, Avg : 0.3168 + MR: Tail : 479.01, Head : 798.8, Avg : 638.91 + Hit-1: Tail : 0.31286, Head : 0.18797, Avg : 0.25042 + Hit-3: Tail : 0.44624, Head : 0.22576, Avg : 0.336 + Hit-10: Tail : 0.57919, Head : 0.3062, Avg : 0.44269 +2023-06-09 09:49:37,438 - yago11k_both - [INFO] - [Epoch 169]: Training Loss: 0.0011519, Valid MRR: 0.32139, + + + +2023-06-09 09:49:38,792 - yago11k_both - [INFO] - [E:170| 0]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_both +2023-06-09 09:51:58,062 - yago11k_both - [INFO] - [E:170| 100]: Train Loss:0.0011496, Val MRR:0.32139, yago11k_both +2023-06-09 09:54:17,036 - yago11k_both - [INFO] - [E:170| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k_both +2023-06-09 09:56:35,338 - yago11k_both - [INFO] - [E:170| 300]: Train Loss:0.00115, Val MRR:0.32139, yago11k_both +2023-06-09 09:58:53,532 - yago11k_both - [INFO] - [E:170| 400]: Train Loss:0.0011505, Val MRR:0.32139, yago11k_both +2023-06-09 10:01:11,547 - yago11k_both - [INFO] - [E:170| 500]: Train Loss:0.0011508, Val MRR:0.32139, yago11k_both +2023-06-09 10:03:27,826 - yago11k_both - [INFO] - [E:170| 600]: Train Loss:0.0011509, Val MRR:0.32139, yago11k_both +2023-06-09 10:03:27,826 - yago11k_both - [INFO] - [Epoch:170]: Training Loss:0.001151 + +2023-06-09 10:03:28,339 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 10:03:54,878 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 10:04:21,523 - yago11k_both - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.4049, Head : 0.22851, Avg : 0.3167 + +2023-06-09 10:04:21,523 - yago11k_both - [INFO] - [Epoch 170]: Training Loss: 0.0011509, Valid MRR: 0.32139, + + + +2023-06-09 10:04:22,864 - yago11k_both - [INFO] - [E:171| 0]: Train Loss:0.0011906, Val MRR:0.32139, yago11k_both +2023-06-09 10:06:39,451 - yago11k_both - [INFO] - [E:171| 100]: Train Loss:0.0011484, Val MRR:0.32139, yago11k_both +2023-06-09 10:08:54,668 - yago11k_both - [INFO] - [E:171| 200]: Train Loss:0.0011491, Val MRR:0.32139, yago11k_both +2023-06-09 10:11:18,551 - yago11k_both - [INFO] - [E:171| 300]: Train Loss:0.0011498, Val MRR:0.32139, yago11k_both +2023-06-09 10:13:41,222 - yago11k_both - [INFO] - [E:171| 400]: Train Loss:0.0011498, Val MRR:0.32139, yago11k_both +2023-06-09 10:16:03,546 - yago11k_both - [INFO] - [E:171| 500]: Train Loss:0.0011503, Val MRR:0.32139, yago11k_both +2023-06-09 10:18:26,599 - yago11k_both - [INFO] - [E:171| 600]: Train Loss:0.0011507, Val MRR:0.32139, yago11k_both +2023-06-09 10:18:26,600 - yago11k_both - [INFO] - [Epoch:171]: Training Loss:0.001151 + +2023-06-09 10:18:27,111 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 10:18:55,945 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 10:19:24,060 - yago11k_both - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.40311, Head : 0.22977, Avg : 0.31644 + +2023-06-09 10:19:24,060 - yago11k_both - [INFO] - [Epoch 171]: Training Loss: 0.0011507, Valid MRR: 0.32139, + + + +2023-06-09 10:19:25,426 - yago11k_both - [INFO] - [E:172| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k_both +2023-06-09 10:21:48,442 - yago11k_both - [INFO] - [E:172| 100]: Train Loss:0.001147, Val MRR:0.32139, yago11k_both +2023-06-09 10:24:09,000 - yago11k_both - [INFO] - [E:172| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k_both +2023-06-09 10:26:26,727 - yago11k_both - [INFO] - [E:172| 300]: Train Loss:0.0011477, Val MRR:0.32139, yago11k_both +2023-06-09 10:28:43,872 - yago11k_both - [INFO] - [E:172| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k_both +2023-06-09 10:31:03,028 - yago11k_both - [INFO] - [E:172| 500]: Train Loss:0.0011489, Val MRR:0.32139, yago11k_both +2023-06-09 10:33:19,986 - yago11k_both - [INFO] - [E:172| 600]: Train Loss:0.00115, Val MRR:0.32139, yago11k_both +2023-06-09 10:33:19,987 - yago11k_both - [INFO] - [Epoch:172]: Training Loss:0.00115 + +2023-06-09 10:33:20,438 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 10:33:48,216 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 10:34:15,732 - yago11k_both - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.40039, Head : 0.23024, Avg : 0.31531 + +2023-06-09 10:34:15,732 - yago11k_both - [INFO] - [Epoch 172]: Training Loss: 0.00115, Valid MRR: 0.32139, + + + +2023-06-09 10:34:17,174 - yago11k_both - [INFO] - [E:173| 0]: Train Loss:0.0011921, Val MRR:0.32139, yago11k_both +2023-06-09 10:36:34,333 - yago11k_both - [INFO] - [E:173| 100]: Train Loss:0.0011504, Val MRR:0.32139, yago11k_both +2023-06-09 10:38:58,696 - yago11k_both - [INFO] - [E:173| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k_both +2023-06-09 10:41:21,315 - yago11k_both - [INFO] - [E:173| 300]: Train Loss:0.0011501, Val MRR:0.32139, yago11k_both +2023-06-09 10:43:43,769 - yago11k_both - [INFO] - [E:173| 400]: Train Loss:0.0011502, Val MRR:0.32139, yago11k_both +2023-06-09 10:46:08,184 - yago11k_both - [INFO] - [E:173| 500]: Train Loss:0.0011501, Val MRR:0.32139, yago11k_both +2023-06-09 10:48:30,155 - yago11k_both - [INFO] - [E:173| 600]: Train Loss:0.0011499, Val MRR:0.32139, yago11k_both +2023-06-09 10:48:30,155 - yago11k_both - [INFO] - [Epoch:173]: Training Loss:0.00115 + +2023-06-09 10:48:30,694 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 10:48:59,768 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 10:49:28,482 - yago11k_both - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.40511, Head : 0.23017, Avg : 0.31764 + +2023-06-09 10:49:28,482 - yago11k_both - [INFO] - [Epoch 173]: Training Loss: 0.0011499, Valid MRR: 0.32139, + + + +2023-06-09 10:49:29,954 - yago11k_both - [INFO] - [E:174| 0]: Train Loss:0.0011387, Val MRR:0.32139, yago11k_both +2023-06-09 10:51:52,850 - yago11k_both - [INFO] - [E:174| 100]: Train Loss:0.0011494, Val MRR:0.32139, yago11k_both +2023-06-09 10:54:17,260 - yago11k_both - [INFO] - [E:174| 200]: Train Loss:0.0011483, Val MRR:0.32139, yago11k_both +2023-06-09 10:56:39,526 - yago11k_both - [INFO] - [E:174| 300]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_both +2023-06-09 10:59:02,932 - yago11k_both - [INFO] - [E:174| 400]: Train Loss:0.0011486, Val MRR:0.32139, yago11k_both +2023-06-09 11:01:26,321 - yago11k_both - [INFO] - [E:174| 500]: Train Loss:0.001149, Val MRR:0.32139, yago11k_both +2023-06-09 11:03:47,986 - yago11k_both - [INFO] - [E:174| 600]: Train Loss:0.0011493, Val MRR:0.32139, yago11k_both +2023-06-09 11:03:47,986 - yago11k_both - [INFO] - [Epoch:174]: Training Loss:0.001149 + +2023-06-09 11:03:48,531 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 11:04:17,493 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 11:04:45,917 - yago11k_both - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.39851, Head : 0.23031, Avg : 0.31441 + +2023-06-09 11:04:45,917 - yago11k_both - [INFO] - [Epoch 174]: Training Loss: 0.0011493, Valid MRR: 0.32139, + + + +2023-06-09 11:04:47,362 - yago11k_both - [INFO] - [E:175| 0]: Train Loss:0.0011443, Val MRR:0.32139, yago11k_both +2023-06-09 11:07:09,944 - yago11k_both - [INFO] - [E:175| 100]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_both +2023-06-09 11:09:16,799 - yago11k_both - [INFO] - [E:175| 200]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_both +2023-06-09 11:11:19,926 - yago11k_both - [INFO] - [E:175| 300]: Train Loss:0.0011486, Val MRR:0.32139, yago11k_both +2023-06-09 11:13:24,932 - yago11k_both - [INFO] - [E:175| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k_both +2023-06-09 11:15:32,744 - yago11k_both - [INFO] - [E:175| 500]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_both +2023-06-09 11:17:54,435 - yago11k_both - [INFO] - [E:175| 600]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_both +2023-06-09 11:17:54,436 - yago11k_both - [INFO] - [Epoch:175]: Training Loss:0.001149 + +2023-06-09 11:17:54,927 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 11:18:24,028 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 11:18:52,605 - yago11k_both - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.40519, Head : 0.23031, Avg : 0.31775 + +2023-06-09 11:18:52,606 - yago11k_both - [INFO] - [Epoch 175]: Training Loss: 0.0011485, Valid MRR: 0.32139, + + + +2023-06-09 11:18:54,067 - yago11k_both - [INFO] - [E:176| 0]: Train Loss:0.0011337, Val MRR:0.32139, yago11k_both +2023-06-09 11:21:18,504 - yago11k_both - [INFO] - [E:176| 100]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_both +2023-06-09 11:23:41,565 - yago11k_both - [INFO] - [E:176| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k_both +2023-06-09 11:26:03,792 - yago11k_both - [INFO] - [E:176| 300]: Train Loss:0.0011474, Val MRR:0.32139, yago11k_both +2023-06-09 11:28:27,701 - yago11k_both - [INFO] - [E:176| 400]: Train Loss:0.001148, Val MRR:0.32139, yago11k_both +2023-06-09 11:30:50,360 - yago11k_both - [INFO] - [E:176| 500]: Train Loss:0.0011476, Val MRR:0.32139, yago11k_both +2023-06-09 11:33:13,413 - yago11k_both - [INFO] - [E:176| 600]: Train Loss:0.0011482, Val MRR:0.32139, yago11k_both +2023-06-09 11:33:13,414 - yago11k_both - [INFO] - [Epoch:176]: Training Loss:0.001148 + +2023-06-09 11:33:13,947 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 11:33:41,415 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 11:34:09,521 - yago11k_both - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.4031, Head : 0.23016, Avg : 0.31663 + +2023-06-09 11:34:09,521 - yago11k_both - [INFO] - [Epoch 176]: Training Loss: 0.0011482, Valid MRR: 0.32139, + + + +2023-06-09 11:34:10,956 - yago11k_both - [INFO] - [E:177| 0]: Train Loss:0.0011833, Val MRR:0.32139, yago11k_both +2023-06-09 11:36:35,349 - yago11k_both - [INFO] - [E:177| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k_both +2023-06-09 11:38:58,211 - yago11k_both - [INFO] - [E:177| 200]: Train Loss:0.0011455, Val MRR:0.32139, yago11k_both +2023-06-09 11:41:22,367 - yago11k_both - [INFO] - [E:177| 300]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_both +2023-06-09 11:43:44,746 - yago11k_both - [INFO] - [E:177| 400]: Train Loss:0.001147, Val MRR:0.32139, yago11k_both +2023-06-09 11:46:06,778 - yago11k_both - [INFO] - [E:177| 500]: Train Loss:0.0011469, Val MRR:0.32139, yago11k_both +2023-06-09 11:48:29,857 - yago11k_both - [INFO] - [E:177| 600]: Train Loss:0.0011478, Val MRR:0.32139, yago11k_both +2023-06-09 11:48:29,857 - yago11k_both - [INFO] - [Epoch:177]: Training Loss:0.001148 + +2023-06-09 11:48:30,373 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 11:48:59,319 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 11:49:27,270 - yago11k_both - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.39855, Head : 0.22987, Avg : 0.31421 + +2023-06-09 11:49:27,270 - yago11k_both - [INFO] - [Epoch 177]: Training Loss: 0.0011478, Valid MRR: 0.32139, + + + +2023-06-09 11:49:28,629 - yago11k_both - [INFO] - [E:178| 0]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_both +2023-06-09 11:51:51,852 - yago11k_both - [INFO] - [E:178| 100]: Train Loss:0.0011466, Val MRR:0.32139, yago11k_both +2023-06-09 11:54:14,279 - yago11k_both - [INFO] - [E:178| 200]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_both +2023-06-09 11:56:38,957 - yago11k_both - [INFO] - [E:178| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_both +2023-06-09 11:59:01,799 - yago11k_both - [INFO] - [E:178| 400]: Train Loss:0.0011461, Val MRR:0.32139, yago11k_both +2023-06-09 12:01:25,263 - yago11k_both - [INFO] - [E:178| 500]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_both +2023-06-09 12:03:47,091 - yago11k_both - [INFO] - [E:178| 600]: Train Loss:0.0011471, Val MRR:0.32139, yago11k_both +2023-06-09 12:03:47,091 - yago11k_both - [INFO] - [Epoch:178]: Training Loss:0.001147 + +2023-06-09 12:03:47,634 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 12:04:16,634 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 12:04:45,039 - yago11k_both - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.40286, Head : 0.22958, Avg : 0.31622 + +2023-06-09 12:04:45,040 - yago11k_both - [INFO] - [Epoch 178]: Training Loss: 0.0011471, Valid MRR: 0.32139, + + + +2023-06-09 12:04:46,514 - yago11k_both - [INFO] - [E:179| 0]: Train Loss:0.0011636, Val MRR:0.32139, yago11k_both +2023-06-09 12:07:08,824 - yago11k_both - [INFO] - [E:179| 100]: Train Loss:0.0011441, Val MRR:0.32139, yago11k_both +2023-06-09 12:09:31,548 - yago11k_both - [INFO] - [E:179| 200]: Train Loss:0.0011436, Val MRR:0.32139, yago11k_both +2023-06-09 12:11:54,837 - yago11k_both - [INFO] - [E:179| 300]: Train Loss:0.0011457, Val MRR:0.32139, yago11k_both +2023-06-09 12:14:17,314 - yago11k_both - [INFO] - [E:179| 400]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_both +2023-06-09 12:16:41,720 - yago11k_both - [INFO] - [E:179| 500]: Train Loss:0.001147, Val MRR:0.32139, yago11k_both +2023-06-09 12:19:03,300 - yago11k_both - [INFO] - [E:179| 600]: Train Loss:0.0011473, Val MRR:0.32139, yago11k_both +2023-06-09 12:19:03,300 - yago11k_both - [INFO] - [Epoch:179]: Training Loss:0.001147 + +2023-06-09 12:19:03,803 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 12:19:32,840 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 12:20:01,448 - yago11k_both - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.40197, Head : 0.23017, Avg : 0.31607 + MR: Tail : 491.37, Head : 847.09, Avg : 669.23 + Hit-1: Tail : 0.31189, Head : 0.18825, Avg : 0.25007 + Hit-3: Tail : 0.45054, Head : 0.22451, Avg : 0.33752 + Hit-10: Tail : 0.57502, Head : 0.30897, Avg : 0.442 +2023-06-09 12:20:01,448 - yago11k_both - [INFO] - [Epoch 179]: Training Loss: 0.0011473, Valid MRR: 0.32139, + + + +2023-06-09 12:20:02,869 - yago11k_both - [INFO] - [E:180| 0]: Train Loss:0.0011314, Val MRR:0.32139, yago11k_both +2023-06-09 12:22:24,990 - yago11k_both - [INFO] - [E:180| 100]: Train Loss:0.0011457, Val MRR:0.32139, yago11k_both +2023-06-09 12:24:48,927 - yago11k_both - [INFO] - [E:180| 200]: Train Loss:0.0011466, Val MRR:0.32139, yago11k_both +2023-06-09 12:27:11,193 - yago11k_both - [INFO] - [E:180| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_both +2023-06-09 12:29:34,186 - yago11k_both - [INFO] - [E:180| 400]: Train Loss:0.0011464, Val MRR:0.32139, yago11k_both +2023-06-09 12:31:58,053 - yago11k_both - [INFO] - [E:180| 500]: Train Loss:0.0011468, Val MRR:0.32139, yago11k_both +2023-06-09 12:34:19,913 - yago11k_both - [INFO] - [E:180| 600]: Train Loss:0.0011468, Val MRR:0.32139, yago11k_both +2023-06-09 12:34:19,913 - yago11k_both - [INFO] - [Epoch:180]: Training Loss:0.001147 + +2023-06-09 12:34:20,409 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 12:34:49,441 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 12:35:17,933 - yago11k_both - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.40531, Head : 0.22744, Avg : 0.31637 + +2023-06-09 12:35:17,933 - yago11k_both - [INFO] - [Epoch 180]: Training Loss: 0.0011468, Valid MRR: 0.32139, + + + +2023-06-09 12:35:19,400 - yago11k_both - [INFO] - [E:181| 0]: Train Loss:0.0011154, Val MRR:0.32139, yago11k_both +2023-06-09 12:37:42,120 - yago11k_both - [INFO] - [E:181| 100]: Train Loss:0.0011453, Val MRR:0.32139, yago11k_both +2023-06-09 12:40:06,224 - yago11k_both - [INFO] - [E:181| 200]: Train Loss:0.0011438, Val MRR:0.32139, yago11k_both +2023-06-09 12:42:28,571 - yago11k_both - [INFO] - [E:181| 300]: Train Loss:0.0011451, Val MRR:0.32139, yago11k_both +2023-06-09 12:44:52,498 - yago11k_both - [INFO] - [E:181| 400]: Train Loss:0.001145, Val MRR:0.32139, yago11k_both +2023-06-09 12:47:14,886 - yago11k_both - [INFO] - [E:181| 500]: Train Loss:0.0011454, Val MRR:0.32139, yago11k_both +2023-06-09 12:49:36,184 - yago11k_both - [INFO] - [E:181| 600]: Train Loss:0.0011459, Val MRR:0.32139, yago11k_both +2023-06-09 12:49:36,185 - yago11k_both - [INFO] - [Epoch:181]: Training Loss:0.001146 + +2023-06-09 12:49:36,664 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 12:50:05,439 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 12:50:32,875 - yago11k_both - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.40084, Head : 0.22908, Avg : 0.31496 + +2023-06-09 12:50:32,875 - yago11k_both - [INFO] - [Epoch 181]: Training Loss: 0.0011459, Valid MRR: 0.32139, + + + +2023-06-09 12:50:34,170 - yago11k_both - [INFO] - [E:182| 0]: Train Loss:0.0011429, Val MRR:0.32139, yago11k_both +2023-06-09 12:52:39,394 - yago11k_both - [INFO] - [E:182| 100]: Train Loss:0.0011456, Val MRR:0.32139, yago11k_both +2023-06-09 12:54:42,318 - yago11k_both - [INFO] - [E:182| 200]: Train Loss:0.0011448, Val MRR:0.32139, yago11k_both +2023-06-09 12:56:46,019 - yago11k_both - [INFO] - [E:182| 300]: Train Loss:0.0011445, Val MRR:0.32139, yago11k_both +2023-06-09 12:58:58,455 - yago11k_both - [INFO] - [E:182| 400]: Train Loss:0.0011451, Val MRR:0.32139, yago11k_both +2023-06-09 13:01:20,758 - yago11k_both - [INFO] - [E:182| 500]: Train Loss:0.0011457, Val MRR:0.32139, yago11k_both +2023-06-09 13:03:43,969 - yago11k_both - [INFO] - [E:182| 600]: Train Loss:0.0011458, Val MRR:0.32139, yago11k_both +2023-06-09 13:03:43,970 - yago11k_both - [INFO] - [Epoch:182]: Training Loss:0.001146 + +2023-06-09 13:03:44,513 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 13:04:11,830 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 13:04:40,210 - yago11k_both - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.40283, Head : 0.22946, Avg : 0.31614 + +2023-06-09 13:04:40,211 - yago11k_both - [INFO] - [Epoch 182]: Training Loss: 0.0011458, Valid MRR: 0.32139, + + + +2023-06-09 13:04:41,703 - yago11k_both - [INFO] - [E:183| 0]: Train Loss:0.0011541, Val MRR:0.32139, yago11k_both +2023-06-09 13:07:06,044 - yago11k_both - [INFO] - [E:183| 100]: Train Loss:0.0011406, Val MRR:0.32139, yago11k_both +2023-06-09 13:09:28,109 - yago11k_both - [INFO] - [E:183| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k_both +2023-06-09 13:11:51,922 - yago11k_both - [INFO] - [E:183| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k_both +2023-06-09 13:14:14,336 - yago11k_both - [INFO] - [E:183| 400]: Train Loss:0.0011436, Val MRR:0.32139, yago11k_both +2023-06-09 13:16:36,854 - yago11k_both - [INFO] - [E:183| 500]: Train Loss:0.0011443, Val MRR:0.32139, yago11k_both +2023-06-09 13:19:00,001 - yago11k_both - [INFO] - [E:183| 600]: Train Loss:0.0011451, Val MRR:0.32139, yago11k_both +2023-06-09 13:19:00,002 - yago11k_both - [INFO] - [Epoch:183]: Training Loss:0.001145 + +2023-06-09 13:19:00,541 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 13:19:29,490 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 13:19:57,153 - yago11k_both - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.40329, Head : 0.22936, Avg : 0.31632 + +2023-06-09 13:19:57,153 - yago11k_both - [INFO] - [Epoch 183]: Training Loss: 0.0011451, Valid MRR: 0.32139, + + + +2023-06-09 13:19:58,503 - yago11k_both - [INFO] - [E:184| 0]: Train Loss:0.0011315, Val MRR:0.32139, yago11k_both +2023-06-09 13:22:22,119 - yago11k_both - [INFO] - [E:184| 100]: Train Loss:0.0011431, Val MRR:0.32139, yago11k_both +2023-06-09 13:24:44,535 - yago11k_both - [INFO] - [E:184| 200]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both +2023-06-09 13:27:08,409 - yago11k_both - [INFO] - [E:184| 300]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both +2023-06-09 13:29:30,782 - yago11k_both - [INFO] - [E:184| 400]: Train Loss:0.0011435, Val MRR:0.32139, yago11k_both +2023-06-09 13:31:54,420 - yago11k_both - [INFO] - [E:184| 500]: Train Loss:0.0011444, Val MRR:0.32139, yago11k_both +2023-06-09 13:34:16,458 - yago11k_both - [INFO] - [E:184| 600]: Train Loss:0.0011445, Val MRR:0.32139, yago11k_both +2023-06-09 13:34:16,458 - yago11k_both - [INFO] - [Epoch:184]: Training Loss:0.001144 + +2023-06-09 13:34:16,988 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 13:34:45,930 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 13:35:14,331 - yago11k_both - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.40442, Head : 0.23049, Avg : 0.31746 + +2023-06-09 13:35:14,331 - yago11k_both - [INFO] - [Epoch 184]: Training Loss: 0.0011445, Valid MRR: 0.32139, + + + +2023-06-09 13:35:15,780 - yago11k_both - [INFO] - [E:185| 0]: Train Loss:0.0011369, Val MRR:0.32139, yago11k_both +2023-06-09 13:37:35,656 - yago11k_both - [INFO] - [E:185| 100]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_both +2023-06-09 13:39:59,341 - yago11k_both - [INFO] - [E:185| 200]: Train Loss:0.0011433, Val MRR:0.32139, yago11k_both +2023-06-09 13:42:21,729 - yago11k_both - [INFO] - [E:185| 300]: Train Loss:0.0011434, Val MRR:0.32139, yago11k_both +2023-06-09 13:44:43,343 - yago11k_both - [INFO] - [E:185| 400]: Train Loss:0.0011438, Val MRR:0.32139, yago11k_both +2023-06-09 13:47:07,672 - yago11k_both - [INFO] - [E:185| 500]: Train Loss:0.0011437, Val MRR:0.32139, yago11k_both +2023-06-09 13:49:29,194 - yago11k_both - [INFO] - [E:185| 600]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both +2023-06-09 13:49:29,194 - yago11k_both - [INFO] - [Epoch:185]: Training Loss:0.001144 + +2023-06-09 13:49:29,722 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 13:49:58,614 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 13:50:27,175 - yago11k_both - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.40394, Head : 0.23007, Avg : 0.31701 + +2023-06-09 13:50:27,176 - yago11k_both - [INFO] - [Epoch 185]: Training Loss: 0.0011439, Valid MRR: 0.32139, + + + +2023-06-09 13:50:28,627 - yago11k_both - [INFO] - [E:186| 0]: Train Loss:0.0011368, Val MRR:0.32139, yago11k_both +2023-06-09 13:52:51,111 - yago11k_both - [INFO] - [E:186| 100]: Train Loss:0.0011449, Val MRR:0.32139, yago11k_both +2023-06-09 13:55:15,620 - yago11k_both - [INFO] - [E:186| 200]: Train Loss:0.0011441, Val MRR:0.32139, yago11k_both +2023-06-09 13:57:38,102 - yago11k_both - [INFO] - [E:186| 300]: Train Loss:0.0011435, Val MRR:0.32139, yago11k_both +2023-06-09 14:00:01,720 - yago11k_both - [INFO] - [E:186| 400]: Train Loss:0.001144, Val MRR:0.32139, yago11k_both +2023-06-09 14:02:24,526 - yago11k_both - [INFO] - [E:186| 500]: Train Loss:0.0011442, Val MRR:0.32139, yago11k_both +2023-06-09 14:04:45,692 - yago11k_both - [INFO] - [E:186| 600]: Train Loss:0.0011438, Val MRR:0.32139, yago11k_both +2023-06-09 14:04:45,692 - yago11k_both - [INFO] - [Epoch:186]: Training Loss:0.001144 + +2023-06-09 14:04:46,191 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 14:05:15,143 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 14:05:43,662 - yago11k_both - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.40312, Head : 0.22988, Avg : 0.3165 + +2023-06-09 14:05:43,662 - yago11k_both - [INFO] - [Epoch 186]: Training Loss: 0.0011438, Valid MRR: 0.32139, + + + +2023-06-09 14:05:45,100 - yago11k_both - [INFO] - [E:187| 0]: Train Loss:0.001142, Val MRR:0.32139, yago11k_both +2023-06-09 14:08:07,974 - yago11k_both - [INFO] - [E:187| 100]: Train Loss:0.0011416, Val MRR:0.32139, yago11k_both +2023-06-09 14:10:31,137 - yago11k_both - [INFO] - [E:187| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both +2023-06-09 14:12:53,318 - yago11k_both - [INFO] - [E:187| 300]: Train Loss:0.0011421, Val MRR:0.32139, yago11k_both +2023-06-09 14:15:17,402 - yago11k_both - [INFO] - [E:187| 400]: Train Loss:0.0011423, Val MRR:0.32139, yago11k_both +2023-06-09 14:17:37,160 - yago11k_both - [INFO] - [E:187| 500]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both +2023-06-09 14:20:00,296 - yago11k_both - [INFO] - [E:187| 600]: Train Loss:0.0011432, Val MRR:0.32139, yago11k_both +2023-06-09 14:20:00,296 - yago11k_both - [INFO] - [Epoch:187]: Training Loss:0.001143 + +2023-06-09 14:20:00,808 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 14:20:28,412 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 14:20:56,661 - yago11k_both - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.40358, Head : 0.22921, Avg : 0.31639 + +2023-06-09 14:20:56,662 - yago11k_both - [INFO] - [Epoch 187]: Training Loss: 0.0011432, Valid MRR: 0.32139, + + + +2023-06-09 14:20:58,136 - yago11k_both - [INFO] - [E:188| 0]: Train Loss:0.0011472, Val MRR:0.32139, yago11k_both +2023-06-09 14:23:22,452 - yago11k_both - [INFO] - [E:188| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_both +2023-06-09 14:25:44,713 - yago11k_both - [INFO] - [E:188| 200]: Train Loss:0.0011405, Val MRR:0.32139, yago11k_both +2023-06-09 14:28:08,774 - yago11k_both - [INFO] - [E:188| 300]: Train Loss:0.0011414, Val MRR:0.32139, yago11k_both +2023-06-09 14:30:31,568 - yago11k_both - [INFO] - [E:188| 400]: Train Loss:0.0011415, Val MRR:0.32139, yago11k_both +2023-06-09 14:32:54,170 - yago11k_both - [INFO] - [E:188| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k_both +2023-06-09 14:35:02,676 - yago11k_both - [INFO] - [E:188| 600]: Train Loss:0.0011426, Val MRR:0.32139, yago11k_both +2023-06-09 14:35:02,677 - yago11k_both - [INFO] - [Epoch:188]: Training Loss:0.001143 + +2023-06-09 14:35:03,116 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 14:35:28,064 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 14:35:51,544 - yago11k_both - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.40043, Head : 0.22854, Avg : 0.31448 + +2023-06-09 14:35:51,545 - yago11k_both - [INFO] - [Epoch 188]: Training Loss: 0.0011426, Valid MRR: 0.32139, + + + +2023-06-09 14:35:52,737 - yago11k_both - [INFO] - [E:189| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both +2023-06-09 14:37:57,071 - yago11k_both - [INFO] - [E:189| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_both +2023-06-09 14:40:00,436 - yago11k_both - [INFO] - [E:189| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k_both +2023-06-09 14:42:15,809 - yago11k_both - [INFO] - [E:189| 300]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both +2023-06-09 14:44:38,237 - yago11k_both - [INFO] - [E:189| 400]: Train Loss:0.0011424, Val MRR:0.32139, yago11k_both +2023-06-09 14:47:00,718 - yago11k_both - [INFO] - [E:189| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k_both +2023-06-09 14:49:23,770 - yago11k_both - [INFO] - [E:189| 600]: Train Loss:0.0011424, Val MRR:0.32139, yago11k_both +2023-06-09 14:49:23,770 - yago11k_both - [INFO] - [Epoch:189]: Training Loss:0.001142 + +2023-06-09 14:49:24,284 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 14:49:53,106 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 14:50:21,428 - yago11k_both - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.39966, Head : 0.22771, Avg : 0.31368 + MR: Tail : 521.93, Head : 853.46, Avg : 687.7 + Hit-1: Tail : 0.30772, Head : 0.18463, Avg : 0.24618 + Hit-3: Tail : 0.44123, Head : 0.22631, Avg : 0.33377 + Hit-10: Tail : 0.57849, Head : 0.3087, Avg : 0.4436 +2023-06-09 14:50:21,429 - yago11k_both - [INFO] - [Epoch 189]: Training Loss: 0.0011424, Valid MRR: 0.32139, + + + +2023-06-09 14:50:22,881 - yago11k_both - [INFO] - [E:190| 0]: Train Loss:0.0011466, Val MRR:0.32139, yago11k_both +2023-06-09 14:52:45,042 - yago11k_both - [INFO] - [E:190| 100]: Train Loss:0.0011417, Val MRR:0.32139, yago11k_both +2023-06-09 14:55:07,543 - yago11k_both - [INFO] - [E:190| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both +2023-06-09 14:57:31,777 - yago11k_both - [INFO] - [E:190| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k_both +2023-06-09 14:59:54,250 - yago11k_both - [INFO] - [E:190| 400]: Train Loss:0.001143, Val MRR:0.32139, yago11k_both +2023-06-09 15:02:18,421 - yago11k_both - [INFO] - [E:190| 500]: Train Loss:0.0011427, Val MRR:0.32139, yago11k_both +2023-06-09 15:04:39,905 - yago11k_both - [INFO] - [E:190| 600]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both +2023-06-09 15:04:39,906 - yago11k_both - [INFO] - [Epoch:190]: Training Loss:0.001142 + +2023-06-09 15:04:40,431 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 15:05:09,381 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 15:05:37,782 - yago11k_both - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.40485, Head : 0.23018, Avg : 0.31752 + +2023-06-09 15:05:37,782 - yago11k_both - [INFO] - [Epoch 190]: Training Loss: 0.0011425, Valid MRR: 0.32139, + + + +2023-06-09 15:05:39,229 - yago11k_both - [INFO] - [E:191| 0]: Train Loss:0.00113, Val MRR:0.32139, yago11k_both +2023-06-09 15:08:01,549 - yago11k_both - [INFO] - [E:191| 100]: Train Loss:0.0011424, Val MRR:0.32139, yago11k_both +2023-06-09 15:10:25,792 - yago11k_both - [INFO] - [E:191| 200]: Train Loss:0.0011406, Val MRR:0.32139, yago11k_both +2023-06-09 15:12:48,202 - yago11k_both - [INFO] - [E:191| 300]: Train Loss:0.0011411, Val MRR:0.32139, yago11k_both +2023-06-09 15:15:09,304 - yago11k_both - [INFO] - [E:191| 400]: Train Loss:0.001142, Val MRR:0.32139, yago11k_both +2023-06-09 15:17:32,078 - yago11k_both - [INFO] - [E:191| 500]: Train Loss:0.0011414, Val MRR:0.32139, yago11k_both +2023-06-09 15:19:53,339 - yago11k_both - [INFO] - [E:191| 600]: Train Loss:0.0011421, Val MRR:0.32139, yago11k_both +2023-06-09 15:19:53,339 - yago11k_both - [INFO] - [Epoch:191]: Training Loss:0.001142 + +2023-06-09 15:19:53,821 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 15:20:22,856 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 15:20:51,346 - yago11k_both - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.40766, Head : 0.22933, Avg : 0.3185 + +2023-06-09 15:20:51,346 - yago11k_both - [INFO] - [Epoch 191]: Training Loss: 0.0011421, Valid MRR: 0.32139, + + + +2023-06-09 15:20:52,824 - yago11k_both - [INFO] - [E:192| 0]: Train Loss:0.0011227, Val MRR:0.32139, yago11k_both +2023-06-09 15:23:15,052 - yago11k_both - [INFO] - [E:192| 100]: Train Loss:0.001138, Val MRR:0.32139, yago11k_both +2023-06-09 15:25:38,943 - yago11k_both - [INFO] - [E:192| 200]: Train Loss:0.0011387, Val MRR:0.32139, yago11k_both +2023-06-09 15:28:01,249 - yago11k_both - [INFO] - [E:192| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_both +2023-06-09 15:30:25,242 - yago11k_both - [INFO] - [E:192| 400]: Train Loss:0.0011396, Val MRR:0.32139, yago11k_both +2023-06-09 15:32:47,326 - yago11k_both - [INFO] - [E:192| 500]: Train Loss:0.0011401, Val MRR:0.32139, yago11k_both +2023-06-09 15:35:09,026 - yago11k_both - [INFO] - [E:192| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k_both +2023-06-09 15:35:09,026 - yago11k_both - [INFO] - [Epoch:192]: Training Loss:0.001141 + +2023-06-09 15:35:09,480 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 15:35:38,032 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 15:36:06,586 - yago11k_both - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.40458, Head : 0.2317, Avg : 0.31814 + +2023-06-09 15:36:06,586 - yago11k_both - [INFO] - [Epoch 192]: Training Loss: 0.0011408, Valid MRR: 0.32139, + + + +2023-06-09 15:36:08,028 - yago11k_both - [INFO] - [E:193| 0]: Train Loss:0.0011849, Val MRR:0.32139, yago11k_both +2023-06-09 15:38:32,358 - yago11k_both - [INFO] - [E:193| 100]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both +2023-06-09 15:40:54,539 - yago11k_both - [INFO] - [E:193| 200]: Train Loss:0.0011415, Val MRR:0.32139, yago11k_both +2023-06-09 15:43:16,926 - yago11k_both - [INFO] - [E:193| 300]: Train Loss:0.0011409, Val MRR:0.32139, yago11k_both +2023-06-09 15:45:40,573 - yago11k_both - [INFO] - [E:193| 400]: Train Loss:0.0011413, Val MRR:0.32139, yago11k_both +2023-06-09 15:48:02,428 - yago11k_both - [INFO] - [E:193| 500]: Train Loss:0.0011413, Val MRR:0.32139, yago11k_both +2023-06-09 15:50:25,480 - yago11k_both - [INFO] - [E:193| 600]: Train Loss:0.0011412, Val MRR:0.32139, yago11k_both +2023-06-09 15:50:25,481 - yago11k_both - [INFO] - [Epoch:193]: Training Loss:0.001141 + +2023-06-09 15:50:25,981 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 15:50:54,277 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 15:51:21,588 - yago11k_both - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.40265, Head : 0.23181, Avg : 0.31723 + +2023-06-09 15:51:21,588 - yago11k_both - [INFO] - [Epoch 193]: Training Loss: 0.0011412, Valid MRR: 0.32139, + + + +2023-06-09 15:51:23,052 - yago11k_both - [INFO] - [E:194| 0]: Train Loss:0.0011285, Val MRR:0.32139, yago11k_both +2023-06-09 15:53:47,281 - yago11k_both - [INFO] - [E:194| 100]: Train Loss:0.0011411, Val MRR:0.32139, yago11k_both +2023-06-09 15:56:09,464 - yago11k_both - [INFO] - [E:194| 200]: Train Loss:0.0011407, Val MRR:0.32139, yago11k_both +2023-06-09 15:58:33,673 - yago11k_both - [INFO] - [E:194| 300]: Train Loss:0.0011408, Val MRR:0.32139, yago11k_both +2023-06-09 16:00:56,001 - yago11k_both - [INFO] - [E:194| 400]: Train Loss:0.0011406, Val MRR:0.32139, yago11k_both +2023-06-09 16:03:18,277 - yago11k_both - [INFO] - [E:194| 500]: Train Loss:0.0011405, Val MRR:0.32139, yago11k_both +2023-06-09 16:05:41,039 - yago11k_both - [INFO] - [E:194| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k_both +2023-06-09 16:05:41,040 - yago11k_both - [INFO] - [Epoch:194]: Training Loss:0.001141 + +2023-06-09 16:05:41,578 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 16:06:10,479 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 16:06:38,915 - yago11k_both - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.40576, Head : 0.23171, Avg : 0.31873 + +2023-06-09 16:06:38,915 - yago11k_both - [INFO] - [Epoch 194]: Training Loss: 0.0011408, Valid MRR: 0.32139, + + + +2023-06-09 16:06:40,355 - yago11k_both - [INFO] - [E:195| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k_both +2023-06-09 16:09:02,985 - yago11k_both - [INFO] - [E:195| 100]: Train Loss:0.0011398, Val MRR:0.32139, yago11k_both +2023-06-09 16:11:25,799 - yago11k_both - [INFO] - [E:195| 200]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_both +2023-06-09 16:13:49,699 - yago11k_both - [INFO] - [E:195| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_both +2023-06-09 16:16:11,914 - yago11k_both - [INFO] - [E:195| 400]: Train Loss:0.0011404, Val MRR:0.32139, yago11k_both +2023-06-09 16:18:18,934 - yago11k_both - [INFO] - [E:195| 500]: Train Loss:0.0011403, Val MRR:0.32139, yago11k_both +2023-06-09 16:20:20,942 - yago11k_both - [INFO] - [E:195| 600]: Train Loss:0.0011405, Val MRR:0.32139, yago11k_both +2023-06-09 16:20:20,942 - yago11k_both - [INFO] - [Epoch:195]: Training Loss:0.00114 + +2023-06-09 16:20:21,420 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 16:20:46,351 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 16:21:10,603 - yago11k_both - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.40927, Head : 0.23058, Avg : 0.31992 + +2023-06-09 16:21:10,603 - yago11k_both - [INFO] - [Epoch 195]: Training Loss: 0.0011405, Valid MRR: 0.32139, + + + +2023-06-09 16:21:11,790 - yago11k_both - [INFO] - [E:196| 0]: Train Loss:0.0011301, Val MRR:0.32139, yago11k_both +2023-06-09 16:23:15,709 - yago11k_both - [INFO] - [E:196| 100]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_both +2023-06-09 16:25:31,942 - yago11k_both - [INFO] - [E:196| 200]: Train Loss:0.0011386, Val MRR:0.32139, yago11k_both +2023-06-09 16:27:55,732 - yago11k_both - [INFO] - [E:196| 300]: Train Loss:0.0011383, Val MRR:0.32139, yago11k_both +2023-06-09 16:30:18,490 - yago11k_both - [INFO] - [E:196| 400]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_both +2023-06-09 16:32:42,728 - yago11k_both - [INFO] - [E:196| 500]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_both +2023-06-09 16:35:03,884 - yago11k_both - [INFO] - [E:196| 600]: Train Loss:0.0011398, Val MRR:0.32139, yago11k_both +2023-06-09 16:35:03,884 - yago11k_both - [INFO] - [Epoch:196]: Training Loss:0.00114 + +2023-06-09 16:35:04,386 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 16:35:33,399 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 16:36:01,931 - yago11k_both - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.40468, Head : 0.23033, Avg : 0.31751 + +2023-06-09 16:36:01,931 - yago11k_both - [INFO] - [Epoch 196]: Training Loss: 0.0011398, Valid MRR: 0.32139, + + + +2023-06-09 16:36:03,378 - yago11k_both - [INFO] - [E:197| 0]: Train Loss:0.0011522, Val MRR:0.32139, yago11k_both +2023-06-09 16:38:26,043 - yago11k_both - [INFO] - [E:197| 100]: Train Loss:0.001136, Val MRR:0.32139, yago11k_both +2023-06-09 16:40:50,394 - yago11k_both - [INFO] - [E:197| 200]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_both +2023-06-09 16:43:12,448 - yago11k_both - [INFO] - [E:197| 300]: Train Loss:0.0011382, Val MRR:0.32139, yago11k_both +2023-06-09 16:45:35,446 - yago11k_both - [INFO] - [E:197| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k_both +2023-06-09 16:47:59,463 - yago11k_both - [INFO] - [E:197| 500]: Train Loss:0.001139, Val MRR:0.32139, yago11k_both +2023-06-09 16:50:20,911 - yago11k_both - [INFO] - [E:197| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_both +2023-06-09 16:50:20,912 - yago11k_both - [INFO] - [Epoch:197]: Training Loss:0.001139 + +2023-06-09 16:50:21,416 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 16:50:50,293 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 16:51:18,795 - yago11k_both - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.40347, Head : 0.2311, Avg : 0.31728 + +2023-06-09 16:51:18,795 - yago11k_both - [INFO] - [Epoch 197]: Training Loss: 0.0011392, Valid MRR: 0.32139, + + + +2023-06-09 16:51:20,204 - yago11k_both - [INFO] - [E:198| 0]: Train Loss:0.00112, Val MRR:0.32139, yago11k_both +2023-06-09 16:53:42,398 - yago11k_both - [INFO] - [E:198| 100]: Train Loss:0.0011357, Val MRR:0.32139, yago11k_both +2023-06-09 16:56:06,070 - yago11k_both - [INFO] - [E:198| 200]: Train Loss:0.0011388, Val MRR:0.32139, yago11k_both +2023-06-09 16:58:28,402 - yago11k_both - [INFO] - [E:198| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k_both +2023-06-09 17:00:52,385 - yago11k_both - [INFO] - [E:198| 400]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both +2023-06-09 17:03:14,769 - yago11k_both - [INFO] - [E:198| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both +2023-06-09 17:05:36,608 - yago11k_both - [INFO] - [E:198| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_both +2023-06-09 17:05:36,609 - yago11k_both - [INFO] - [Epoch:198]: Training Loss:0.001139 + +2023-06-09 17:05:37,111 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 17:06:05,922 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 17:06:34,396 - yago11k_both - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.40446, Head : 0.23086, Avg : 0.31766 + +2023-06-09 17:06:34,397 - yago11k_both - [INFO] - [Epoch 198]: Training Loss: 0.0011392, Valid MRR: 0.32139, + + + +2023-06-09 17:06:35,842 - yago11k_both - [INFO] - [E:199| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both +2023-06-09 17:08:59,900 - yago11k_both - [INFO] - [E:199| 100]: Train Loss:0.0011343, Val MRR:0.32139, yago11k_both +2023-06-09 17:11:22,216 - yago11k_both - [INFO] - [E:199| 200]: Train Loss:0.0011358, Val MRR:0.32139, yago11k_both +2023-06-09 17:13:44,506 - yago11k_both - [INFO] - [E:199| 300]: Train Loss:0.0011372, Val MRR:0.32139, yago11k_both +2023-06-09 17:16:08,532 - yago11k_both - [INFO] - [E:199| 400]: Train Loss:0.0011385, Val MRR:0.32139, yago11k_both +2023-06-09 17:18:30,937 - yago11k_both - [INFO] - [E:199| 500]: Train Loss:0.0011388, Val MRR:0.32139, yago11k_both +2023-06-09 17:20:54,064 - yago11k_both - [INFO] - [E:199| 600]: Train Loss:0.001139, Val MRR:0.32139, yago11k_both +2023-06-09 17:20:54,065 - yago11k_both - [INFO] - [Epoch:199]: Training Loss:0.001139 + +2023-06-09 17:20:54,612 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 17:21:22,617 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 17:21:50,102 - yago11k_both - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.40157, Head : 0.23126, Avg : 0.31641 + MR: Tail : 536.76, Head : 855.85, Avg : 696.3 + Hit-1: Tail : 0.31259, Head : 0.19019, Avg : 0.25139 + Hit-3: Tail : 0.44512, Head : 0.22548, Avg : 0.3353 + Hit-10: Tail : 0.57724, Head : 0.30884, Avg : 0.44304 +2023-06-09 17:21:50,102 - yago11k_both - [INFO] - [Epoch 199]: Training Loss: 0.001139, Valid MRR: 0.32139, + + + +2023-06-09 17:21:51,554 - yago11k_both - [INFO] - [E:200| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k_both +2023-06-09 17:24:16,084 - yago11k_both - [INFO] - [E:200| 100]: Train Loss:0.0011377, Val MRR:0.32139, yago11k_both +2023-06-09 17:26:38,355 - yago11k_both - [INFO] - [E:200| 200]: Train Loss:0.0011372, Val MRR:0.32139, yago11k_both +2023-06-09 17:29:02,299 - yago11k_both - [INFO] - [E:200| 300]: Train Loss:0.0011373, Val MRR:0.32139, yago11k_both +2023-06-09 17:31:24,917 - yago11k_both - [INFO] - [E:200| 400]: Train Loss:0.0011381, Val MRR:0.32139, yago11k_both +2023-06-09 17:33:47,319 - yago11k_both - [INFO] - [E:200| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both +2023-06-09 17:36:10,492 - yago11k_both - [INFO] - [E:200| 600]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both +2023-06-09 17:36:10,493 - yago11k_both - [INFO] - [Epoch:200]: Training Loss:0.001138 + +2023-06-09 17:36:11,054 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 17:36:39,942 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 17:37:08,228 - yago11k_both - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.40269, Head : 0.23034, Avg : 0.31652 + +2023-06-09 17:37:08,228 - yago11k_both - [INFO] - [Epoch 200]: Training Loss: 0.0011384, Valid MRR: 0.32139, + + + +2023-06-09 17:37:09,619 - yago11k_both - [INFO] - [E:201| 0]: Train Loss:0.0011592, Val MRR:0.32139, yago11k_both +2023-06-09 17:39:32,134 - yago11k_both - [INFO] - [E:201| 100]: Train Loss:0.0011382, Val MRR:0.32139, yago11k_both +2023-06-09 17:41:54,406 - yago11k_both - [INFO] - [E:201| 200]: Train Loss:0.001138, Val MRR:0.32139, yago11k_both +2023-06-09 17:44:18,382 - yago11k_both - [INFO] - [E:201| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k_both +2023-06-09 17:46:38,232 - yago11k_both - [INFO] - [E:201| 400]: Train Loss:0.0011374, Val MRR:0.32139, yago11k_both +2023-06-09 17:49:02,133 - yago11k_both - [INFO] - [E:201| 500]: Train Loss:0.0011377, Val MRR:0.32139, yago11k_both +2023-06-09 17:51:23,362 - yago11k_both - [INFO] - [E:201| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k_both +2023-06-09 17:51:23,363 - yago11k_both - [INFO] - [Epoch:201]: Training Loss:0.001138 + +2023-06-09 17:51:23,909 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 17:51:52,942 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 17:52:21,486 - yago11k_both - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.40353, Head : 0.231, Avg : 0.31727 + +2023-06-09 17:52:21,486 - yago11k_both - [INFO] - [Epoch 201]: Training Loss: 0.001138, Valid MRR: 0.32139, + + + +2023-06-09 17:52:22,928 - yago11k_both - [INFO] - [E:202| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k_both +2023-06-09 17:54:45,748 - yago11k_both - [INFO] - [E:202| 100]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_both +2023-06-09 17:57:09,566 - yago11k_both - [INFO] - [E:202| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k_both +2023-06-09 17:59:31,279 - yago11k_both - [INFO] - [E:202| 300]: Train Loss:0.0011361, Val MRR:0.32139, yago11k_both +2023-06-09 18:01:34,457 - yago11k_both - [INFO] - [E:202| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_both +2023-06-09 18:03:39,526 - yago11k_both - [INFO] - [E:202| 500]: Train Loss:0.001137, Val MRR:0.32139, yago11k_both +2023-06-09 18:05:42,100 - yago11k_both - [INFO] - [E:202| 600]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_both +2023-06-09 18:05:42,101 - yago11k_both - [INFO] - [Epoch:202]: Training Loss:0.001138 + +2023-06-09 18:05:42,507 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 18:06:07,568 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 18:06:32,287 - yago11k_both - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.40779, Head : 0.2298, Avg : 0.3188 + +2023-06-09 18:06:32,287 - yago11k_both - [INFO] - [Epoch 202]: Training Loss: 0.0011378, Valid MRR: 0.32139, + + + +2023-06-09 18:06:33,529 - yago11k_both - [INFO] - [E:203| 0]: Train Loss:0.0011675, Val MRR:0.32139, yago11k_both +2023-06-09 18:08:51,594 - yago11k_both - [INFO] - [E:203| 100]: Train Loss:0.0011361, Val MRR:0.32139, yago11k_both +2023-06-09 18:11:15,531 - yago11k_both - [INFO] - [E:203| 200]: Train Loss:0.0011367, Val MRR:0.32139, yago11k_both +2023-06-09 18:13:37,857 - yago11k_both - [INFO] - [E:203| 300]: Train Loss:0.0011368, Val MRR:0.32139, yago11k_both +2023-06-09 18:16:01,606 - yago11k_both - [INFO] - [E:203| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_both +2023-06-09 18:18:24,367 - yago11k_both - [INFO] - [E:203| 500]: Train Loss:0.0011369, Val MRR:0.32139, yago11k_both +2023-06-09 18:20:45,626 - yago11k_both - [INFO] - [E:203| 600]: Train Loss:0.0011372, Val MRR:0.32139, yago11k_both +2023-06-09 18:20:45,626 - yago11k_both - [INFO] - [Epoch:203]: Training Loss:0.001137 + +2023-06-09 18:20:46,139 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 18:21:14,980 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 18:21:43,542 - yago11k_both - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.40523, Head : 0.23153, Avg : 0.31838 + +2023-06-09 18:21:43,542 - yago11k_both - [INFO] - [Epoch 203]: Training Loss: 0.0011372, Valid MRR: 0.32139, + + + +2023-06-09 18:21:45,007 - yago11k_both - [INFO] - [E:204| 0]: Train Loss:0.0011382, Val MRR:0.32139, yago11k_both +2023-06-09 18:24:07,990 - yago11k_both - [INFO] - [E:204| 100]: Train Loss:0.0011373, Val MRR:0.32139, yago11k_both +2023-06-09 18:26:31,390 - yago11k_both - [INFO] - [E:204| 200]: Train Loss:0.0011375, Val MRR:0.32139, yago11k_both +2023-06-09 18:28:53,836 - yago11k_both - [INFO] - [E:204| 300]: Train Loss:0.0011377, Val MRR:0.32139, yago11k_both +2023-06-09 18:31:17,875 - yago11k_both - [INFO] - [E:204| 400]: Train Loss:0.0011369, Val MRR:0.32139, yago11k_both +2023-06-09 18:33:40,541 - yago11k_both - [INFO] - [E:204| 500]: Train Loss:0.0011371, Val MRR:0.32139, yago11k_both +2023-06-09 18:36:02,904 - yago11k_both - [INFO] - [E:204| 600]: Train Loss:0.0011371, Val MRR:0.32139, yago11k_both +2023-06-09 18:36:02,904 - yago11k_both - [INFO] - [Epoch:204]: Training Loss:0.001137 + +2023-06-09 18:36:03,369 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 18:36:31,275 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 18:36:59,870 - yago11k_both - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.40679, Head : 0.23007, Avg : 0.31843 + +2023-06-09 18:36:59,870 - yago11k_both - [INFO] - [Epoch 204]: Training Loss: 0.0011371, Valid MRR: 0.32139, + + + +2023-06-09 18:37:01,336 - yago11k_both - [INFO] - [E:205| 0]: Train Loss:0.0011322, Val MRR:0.32139, yago11k_both +2023-06-09 18:39:25,506 - yago11k_both - [INFO] - [E:205| 100]: Train Loss:0.0011334, Val MRR:0.32139, yago11k_both +2023-06-09 18:41:47,892 - yago11k_both - [INFO] - [E:205| 200]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_both +2023-06-09 18:44:10,567 - yago11k_both - [INFO] - [E:205| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both +2023-06-09 18:46:34,100 - yago11k_both - [INFO] - [E:205| 400]: Train Loss:0.0011354, Val MRR:0.32139, yago11k_both +2023-06-09 18:48:56,740 - yago11k_both - [INFO] - [E:205| 500]: Train Loss:0.0011365, Val MRR:0.32139, yago11k_both +2023-06-09 18:51:19,719 - yago11k_both - [INFO] - [E:205| 600]: Train Loss:0.0011374, Val MRR:0.32139, yago11k_both +2023-06-09 18:51:19,719 - yago11k_both - [INFO] - [Epoch:205]: Training Loss:0.001137 + +2023-06-09 18:51:20,269 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 18:51:49,034 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 18:52:15,944 - yago11k_both - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.4056, Head : 0.22952, Avg : 0.31756 + +2023-06-09 18:52:15,945 - yago11k_both - [INFO] - [Epoch 205]: Training Loss: 0.0011374, Valid MRR: 0.32139, + + + +2023-06-09 18:52:17,391 - yago11k_both - [INFO] - [E:206| 0]: Train Loss:0.0011292, Val MRR:0.32139, yago11k_both +2023-06-09 18:54:41,703 - yago11k_both - [INFO] - [E:206| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k_both +2023-06-09 18:57:04,141 - yago11k_both - [INFO] - [E:206| 200]: Train Loss:0.0011412, Val MRR:0.32139, yago11k_both +2023-06-09 18:59:28,284 - yago11k_both - [INFO] - [E:206| 300]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_both +2023-06-09 19:01:50,569 - yago11k_both - [INFO] - [E:206| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k_both +2023-06-09 19:04:12,989 - yago11k_both - [INFO] - [E:206| 500]: Train Loss:0.0011383, Val MRR:0.32139, yago11k_both +2023-06-09 19:06:36,306 - yago11k_both - [INFO] - [E:206| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k_both +2023-06-09 19:06:36,306 - yago11k_both - [INFO] - [Epoch:206]: Training Loss:0.001138 + +2023-06-09 19:06:36,796 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 19:07:05,748 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 19:07:34,216 - yago11k_both - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.40656, Head : 0.23034, Avg : 0.31845 + +2023-06-09 19:07:34,216 - yago11k_both - [INFO] - [Epoch 206]: Training Loss: 0.001138, Valid MRR: 0.32139, + + + +2023-06-09 19:07:35,682 - yago11k_both - [INFO] - [E:207| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k_both +2023-06-09 19:09:57,793 - yago11k_both - [INFO] - [E:207| 100]: Train Loss:0.0011344, Val MRR:0.32139, yago11k_both +2023-06-09 19:12:20,272 - yago11k_both - [INFO] - [E:207| 200]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both +2023-06-09 19:14:44,474 - yago11k_both - [INFO] - [E:207| 300]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_both +2023-06-09 19:17:06,705 - yago11k_both - [INFO] - [E:207| 400]: Train Loss:0.0011355, Val MRR:0.32139, yago11k_both +2023-06-09 19:19:30,533 - yago11k_both - [INFO] - [E:207| 500]: Train Loss:0.0011362, Val MRR:0.32139, yago11k_both +2023-06-09 19:21:51,656 - yago11k_both - [INFO] - [E:207| 600]: Train Loss:0.0011362, Val MRR:0.32139, yago11k_both +2023-06-09 19:21:51,657 - yago11k_both - [INFO] - [Epoch:207]: Training Loss:0.001136 + +2023-06-09 19:21:52,172 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 19:22:20,969 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 19:22:49,523 - yago11k_both - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.40594, Head : 0.23164, Avg : 0.31879 + +2023-06-09 19:22:49,523 - yago11k_both - [INFO] - [Epoch 207]: Training Loss: 0.0011362, Valid MRR: 0.32139, + + + +2023-06-09 19:22:50,979 - yago11k_both - [INFO] - [E:208| 0]: Train Loss:0.0011352, Val MRR:0.32139, yago11k_both +2023-06-09 19:25:13,242 - yago11k_both - [INFO] - [E:208| 100]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both +2023-06-09 19:27:37,319 - yago11k_both - [INFO] - [E:208| 200]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both +2023-06-09 19:29:59,729 - yago11k_both - [INFO] - [E:208| 300]: Train Loss:0.0011347, Val MRR:0.32139, yago11k_both +2023-06-09 19:32:22,055 - yago11k_both - [INFO] - [E:208| 400]: Train Loss:0.0011348, Val MRR:0.32139, yago11k_both +2023-06-09 19:34:46,004 - yago11k_both - [INFO] - [E:208| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k_both +2023-06-09 19:37:07,327 - yago11k_both - [INFO] - [E:208| 600]: Train Loss:0.0011356, Val MRR:0.32139, yago11k_both +2023-06-09 19:37:07,328 - yago11k_both - [INFO] - [Epoch:208]: Training Loss:0.001136 + +2023-06-09 19:37:07,855 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 19:37:36,744 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 19:38:05,222 - yago11k_both - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.4064, Head : 0.23002, Avg : 0.31821 + +2023-06-09 19:38:05,222 - yago11k_both - [INFO] - [Epoch 208]: Training Loss: 0.0011356, Valid MRR: 0.32139, + + + +2023-06-09 19:38:06,666 - yago11k_both - [INFO] - [E:209| 0]: Train Loss:0.0011158, Val MRR:0.32139, yago11k_both +2023-06-09 19:40:29,273 - yago11k_both - [INFO] - [E:209| 100]: Train Loss:0.0011368, Val MRR:0.32139, yago11k_both +2023-06-09 19:42:50,656 - yago11k_both - [INFO] - [E:209| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k_both +2023-06-09 19:44:53,979 - yago11k_both - [INFO] - [E:209| 300]: Train Loss:0.0011352, Val MRR:0.32139, yago11k_both +2023-06-09 19:46:58,531 - yago11k_both - [INFO] - [E:209| 400]: Train Loss:0.0011352, Val MRR:0.32139, yago11k_both +2023-06-09 19:49:02,601 - yago11k_both - [INFO] - [E:209| 500]: Train Loss:0.0011354, Val MRR:0.32139, yago11k_both +2023-06-09 19:51:14,608 - yago11k_both - [INFO] - [E:209| 600]: Train Loss:0.0011358, Val MRR:0.32139, yago11k_both +2023-06-09 19:51:14,609 - yago11k_both - [INFO] - [Epoch:209]: Training Loss:0.001136 + +2023-06-09 19:51:15,129 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 19:51:44,191 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 19:52:12,624 - yago11k_both - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.40168, Head : 0.22977, Avg : 0.31573 + MR: Tail : 514.21, Head : 881.13, Avg : 697.67 + Hit-1: Tail : 0.31564, Head : 0.18755, Avg : 0.2516 + Hit-3: Tail : 0.44082, Head : 0.22742, Avg : 0.33412 + Hit-10: Tail : 0.5671, Head : 0.30772, Avg : 0.43741 +2023-06-09 19:52:12,625 - yago11k_both - [INFO] - [Epoch 209]: Training Loss: 0.0011358, Valid MRR: 0.32139, + + + +2023-06-09 19:52:14,088 - yago11k_both - [INFO] - [E:210| 0]: Train Loss:0.0011117, Val MRR:0.32139, yago11k_both +2023-06-09 19:54:36,637 - yago11k_both - [INFO] - [E:210| 100]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_both +2023-06-09 19:57:00,321 - yago11k_both - [INFO] - [E:210| 200]: Train Loss:0.0011357, Val MRR:0.32139, yago11k_both +2023-06-09 19:59:22,623 - yago11k_both - [INFO] - [E:210| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both +2023-06-09 20:01:46,503 - yago11k_both - [INFO] - [E:210| 400]: Train Loss:0.0011347, Val MRR:0.32139, yago11k_both +2023-06-09 20:04:08,690 - yago11k_both - [INFO] - [E:210| 500]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both +2023-06-09 20:06:30,321 - yago11k_both - [INFO] - [E:210| 600]: Train Loss:0.0011354, Val MRR:0.32139, yago11k_both +2023-06-09 20:06:30,321 - yago11k_both - [INFO] - [Epoch:210]: Training Loss:0.001135 + +2023-06-09 20:06:30,804 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 20:06:58,803 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 20:07:27,224 - yago11k_both - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.40347, Head : 0.23186, Avg : 0.31766 + +2023-06-09 20:07:27,225 - yago11k_both - [INFO] - [Epoch 210]: Training Loss: 0.0011354, Valid MRR: 0.32139, + + + +2023-06-09 20:07:28,690 - yago11k_both - [INFO] - [E:211| 0]: Train Loss:0.001121, Val MRR:0.32139, yago11k_both +2023-06-09 20:09:52,629 - yago11k_both - [INFO] - [E:211| 100]: Train Loss:0.0011338, Val MRR:0.32139, yago11k_both +2023-06-09 20:12:14,076 - yago11k_both - [INFO] - [E:211| 200]: Train Loss:0.0011332, Val MRR:0.32139, yago11k_both +2023-06-09 20:14:35,065 - yago11k_both - [INFO] - [E:211| 300]: Train Loss:0.0011341, Val MRR:0.32139, yago11k_both +2023-06-09 20:16:56,591 - yago11k_both - [INFO] - [E:211| 400]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both +2023-06-09 20:19:16,943 - yago11k_both - [INFO] - [E:211| 500]: Train Loss:0.0011341, Val MRR:0.32139, yago11k_both +2023-06-09 20:21:37,872 - yago11k_both - [INFO] - [E:211| 600]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_both +2023-06-09 20:21:37,873 - yago11k_both - [INFO] - [Epoch:211]: Training Loss:0.001135 + +2023-06-09 20:21:38,369 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 20:22:07,005 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 20:22:34,751 - yago11k_both - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.40197, Head : 0.23138, Avg : 0.31667 + +2023-06-09 20:22:34,751 - yago11k_both - [INFO] - [Epoch 211]: Training Loss: 0.0011351, Valid MRR: 0.32139, + + + +2023-06-09 20:22:36,088 - yago11k_both - [INFO] - [E:212| 0]: Train Loss:0.0011226, Val MRR:0.32139, yago11k_both +2023-06-09 20:24:56,953 - yago11k_both - [INFO] - [E:212| 100]: Train Loss:0.0011326, Val MRR:0.32139, yago11k_both +2023-06-09 20:27:17,466 - yago11k_both - [INFO] - [E:212| 200]: Train Loss:0.0011331, Val MRR:0.32139, yago11k_both +2023-06-09 20:29:39,333 - yago11k_both - [INFO] - [E:212| 300]: Train Loss:0.0011336, Val MRR:0.32139, yago11k_both +2023-06-09 20:32:00,728 - yago11k_both - [INFO] - [E:212| 400]: Train Loss:0.0011341, Val MRR:0.32139, yago11k_both +2023-06-09 20:34:22,728 - yago11k_both - [INFO] - [E:212| 500]: Train Loss:0.0011346, Val MRR:0.32139, yago11k_both +2023-06-09 20:36:42,379 - yago11k_both - [INFO] - [E:212| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k_both +2023-06-09 20:36:42,379 - yago11k_both - [INFO] - [Epoch:212]: Training Loss:0.001135 + +2023-06-09 20:36:42,907 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 20:37:11,478 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 20:37:39,653 - yago11k_both - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.40328, Head : 0.23124, Avg : 0.31726 + +2023-06-09 20:37:39,653 - yago11k_both - [INFO] - [Epoch 212]: Training Loss: 0.0011348, Valid MRR: 0.32139, + + + +2023-06-09 20:37:41,095 - yago11k_both - [INFO] - [E:213| 0]: Train Loss:0.0011223, Val MRR:0.32139, yago11k_both +2023-06-09 20:40:01,736 - yago11k_both - [INFO] - [E:213| 100]: Train Loss:0.0011345, Val MRR:0.32139, yago11k_both +2023-06-09 20:42:23,826 - yago11k_both - [INFO] - [E:213| 200]: Train Loss:0.0011355, Val MRR:0.32139, yago11k_both +2023-06-09 20:44:44,124 - yago11k_both - [INFO] - [E:213| 300]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both +2023-06-09 20:47:05,284 - yago11k_both - [INFO] - [E:213| 400]: Train Loss:0.001134, Val MRR:0.32139, yago11k_both +2023-06-09 20:49:26,163 - yago11k_both - [INFO] - [E:213| 500]: Train Loss:0.001134, Val MRR:0.32139, yago11k_both +2023-06-09 20:51:45,574 - yago11k_both - [INFO] - [E:213| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k_both +2023-06-09 20:51:45,574 - yago11k_both - [INFO] - [Epoch:213]: Training Loss:0.001135 + +2023-06-09 20:51:46,090 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 20:52:14,646 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 20:52:42,883 - yago11k_both - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.40226, Head : 0.23262, Avg : 0.31744 + +2023-06-09 20:52:42,883 - yago11k_both - [INFO] - [Epoch 213]: Training Loss: 0.0011348, Valid MRR: 0.32139, + + + +2023-06-09 20:52:44,311 - yago11k_both - [INFO] - [E:214| 0]: Train Loss:0.0011222, Val MRR:0.32139, yago11k_both +2023-06-09 20:55:06,677 - yago11k_both - [INFO] - [E:214| 100]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both +2023-06-09 20:57:29,356 - yago11k_both - [INFO] - [E:214| 200]: Train Loss:0.0011366, Val MRR:0.32139, yago11k_both +2023-06-09 20:59:51,460 - yago11k_both - [INFO] - [E:214| 300]: Train Loss:0.0011362, Val MRR:0.32139, yago11k_both +2023-06-09 21:02:14,006 - yago11k_both - [INFO] - [E:214| 400]: Train Loss:0.0011357, Val MRR:0.32139, yago11k_both +2023-06-09 21:04:34,413 - yago11k_both - [INFO] - [E:214| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k_both +2023-06-09 21:06:55,301 - yago11k_both - [INFO] - [E:214| 600]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both +2023-06-09 21:06:55,301 - yago11k_both - [INFO] - [Epoch:214]: Training Loss:0.001135 + +2023-06-09 21:06:55,755 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 21:07:23,821 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 21:07:50,644 - yago11k_both - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.40411, Head : 0.23118, Avg : 0.31765 + +2023-06-09 21:07:50,644 - yago11k_both - [INFO] - [Epoch 214]: Training Loss: 0.0011349, Valid MRR: 0.32139, + + + +2023-06-09 21:07:52,074 - yago11k_both - [INFO] - [E:215| 0]: Train Loss:0.0011627, Val MRR:0.32139, yago11k_both +2023-06-09 21:10:14,529 - yago11k_both - [INFO] - [E:215| 100]: Train Loss:0.001133, Val MRR:0.32139, yago11k_both +2023-06-09 21:12:34,614 - yago11k_both - [INFO] - [E:215| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k_both +2023-06-09 21:14:56,797 - yago11k_both - [INFO] - [E:215| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k_both +2023-06-09 21:17:17,042 - yago11k_both - [INFO] - [E:215| 400]: Train Loss:0.0011332, Val MRR:0.32139, yago11k_both +2023-06-09 21:19:38,710 - yago11k_both - [INFO] - [E:215| 500]: Train Loss:0.0011334, Val MRR:0.32139, yago11k_both +2023-06-09 21:22:00,369 - yago11k_both - [INFO] - [E:215| 600]: Train Loss:0.0011338, Val MRR:0.32139, yago11k_both +2023-06-09 21:22:00,369 - yago11k_both - [INFO] - [Epoch:215]: Training Loss:0.001134 + +2023-06-09 21:22:00,890 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 21:22:29,541 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 21:22:57,648 - yago11k_both - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.40175, Head : 0.23089, Avg : 0.31632 + +2023-06-09 21:22:57,648 - yago11k_both - [INFO] - [Epoch 215]: Training Loss: 0.0011338, Valid MRR: 0.32139, + + + +2023-06-09 21:22:59,081 - yago11k_both - [INFO] - [E:216| 0]: Train Loss:0.0011122, Val MRR:0.32139, yago11k_both +2023-06-09 21:25:07,619 - yago11k_both - [INFO] - [E:216| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k_both +2023-06-09 21:26:54,610 - yago11k_both - [INFO] - [E:216| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k_both +2023-06-09 21:28:34,374 - yago11k_both - [INFO] - [E:216| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k_both +2023-06-09 21:30:14,100 - yago11k_both - [INFO] - [E:216| 400]: Train Loss:0.0011335, Val MRR:0.32139, yago11k_both +2023-06-09 21:31:53,971 - yago11k_both - [INFO] - [E:216| 500]: Train Loss:0.0011338, Val MRR:0.32139, yago11k_both +2023-06-09 21:33:44,495 - yago11k_both - [INFO] - [E:216| 600]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both +2023-06-09 21:33:44,495 - yago11k_both - [INFO] - [Epoch:216]: Training Loss:0.001134 + +2023-06-09 21:33:44,934 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 21:34:08,973 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 21:34:32,876 - yago11k_both - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.40395, Head : 0.23045, Avg : 0.3172 + +2023-06-09 21:34:32,876 - yago11k_both - [INFO] - [Epoch 216]: Training Loss: 0.0011339, Valid MRR: 0.32139, + + + +2023-06-09 21:34:34,096 - yago11k_both - [INFO] - [E:217| 0]: Train Loss:0.0011217, Val MRR:0.32139, yago11k_both +2023-06-09 21:36:35,442 - yago11k_both - [INFO] - [E:217| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k_both +2023-06-09 21:38:36,958 - yago11k_both - [INFO] - [E:217| 200]: Train Loss:0.0011317, Val MRR:0.32139, yago11k_both +2023-06-09 21:40:38,545 - yago11k_both - [INFO] - [E:217| 300]: Train Loss:0.0011325, Val MRR:0.32139, yago11k_both +2023-06-09 21:42:40,122 - yago11k_both - [INFO] - [E:217| 400]: Train Loss:0.0011331, Val MRR:0.32139, yago11k_both +2023-06-09 21:44:41,291 - yago11k_both - [INFO] - [E:217| 500]: Train Loss:0.0011336, Val MRR:0.32139, yago11k_both +2023-06-09 21:46:42,314 - yago11k_both - [INFO] - [E:217| 600]: Train Loss:0.0011334, Val MRR:0.32139, yago11k_both +2023-06-09 21:46:42,314 - yago11k_both - [INFO] - [Epoch:217]: Training Loss:0.001133 + +2023-06-09 21:46:42,769 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 21:47:06,926 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 21:47:30,626 - yago11k_both - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.41154, Head : 0.23199, Avg : 0.32176 + +2023-06-09 21:47:31,770 - yago11k_both - [INFO] - [Epoch 217]: Training Loss: 0.0011334, Valid MRR: 0.32176, + + + +2023-06-09 21:47:33,009 - yago11k_both - [INFO] - [E:218| 0]: Train Loss:0.0011241, Val MRR:0.32176, yago11k_both +2023-06-09 21:49:33,988 - yago11k_both - [INFO] - [E:218| 100]: Train Loss:0.0011334, Val MRR:0.32176, yago11k_both +2023-06-09 21:51:35,713 - yago11k_both - [INFO] - [E:218| 200]: Train Loss:0.0011329, Val MRR:0.32176, yago11k_both +2023-06-09 21:53:37,082 - yago11k_both - [INFO] - [E:218| 300]: Train Loss:0.0011337, Val MRR:0.32176, yago11k_both +2023-06-09 21:55:38,673 - yago11k_both - [INFO] - [E:218| 400]: Train Loss:0.0011333, Val MRR:0.32176, yago11k_both +2023-06-09 21:57:40,150 - yago11k_both - [INFO] - [E:218| 500]: Train Loss:0.0011328, Val MRR:0.32176, yago11k_both +2023-06-09 21:59:40,804 - yago11k_both - [INFO] - [E:218| 600]: Train Loss:0.0011332, Val MRR:0.32176, yago11k_both +2023-06-09 21:59:40,804 - yago11k_both - [INFO] - [Epoch:218]: Training Loss:0.001133 + +2023-06-09 21:59:41,235 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 22:00:05,546 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 22:00:29,580 - yago11k_both - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.40603, Head : 0.23233, Avg : 0.31918 + +2023-06-09 22:00:29,580 - yago11k_both - [INFO] - [Epoch 218]: Training Loss: 0.0011332, Valid MRR: 0.32176, + + + +2023-06-09 22:00:30,804 - yago11k_both - [INFO] - [E:219| 0]: Train Loss:0.0011764, Val MRR:0.32176, yago11k_both +2023-06-09 22:02:31,995 - yago11k_both - [INFO] - [E:219| 100]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_both +2023-06-09 22:04:33,143 - yago11k_both - [INFO] - [E:219| 200]: Train Loss:0.0011323, Val MRR:0.32176, yago11k_both +2023-06-09 22:06:34,820 - yago11k_both - [INFO] - [E:219| 300]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_both +2023-06-09 22:08:36,770 - yago11k_both - [INFO] - [E:219| 400]: Train Loss:0.0011323, Val MRR:0.32176, yago11k_both +2023-06-09 22:10:38,636 - yago11k_both - [INFO] - [E:219| 500]: Train Loss:0.0011326, Val MRR:0.32176, yago11k_both +2023-06-09 22:12:39,369 - yago11k_both - [INFO] - [E:219| 600]: Train Loss:0.0011329, Val MRR:0.32176, yago11k_both +2023-06-09 22:12:39,369 - yago11k_both - [INFO] - [Epoch:219]: Training Loss:0.001133 + +2023-06-09 22:12:39,782 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 22:13:04,046 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 22:13:27,943 - yago11k_both - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.40347, Head : 0.23151, Avg : 0.31749 + MR: Tail : 537.3, Head : 882.91, Avg : 710.11 + Hit-1: Tail : 0.31745, Head : 0.19005, Avg : 0.25375 + Hit-3: Tail : 0.44373, Head : 0.22937, Avg : 0.33655 + Hit-10: Tail : 0.57238, Head : 0.31398, Avg : 0.44318 +2023-06-09 22:13:27,944 - yago11k_both - [INFO] - [Epoch 219]: Training Loss: 0.0011329, Valid MRR: 0.32176, + + + +2023-06-09 22:13:29,215 - yago11k_both - [INFO] - [E:220| 0]: Train Loss:0.0011413, Val MRR:0.32176, yago11k_both +2023-06-09 22:15:30,718 - yago11k_both - [INFO] - [E:220| 100]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_both +2023-06-09 22:17:32,571 - yago11k_both - [INFO] - [E:220| 200]: Train Loss:0.0011325, Val MRR:0.32176, yago11k_both +2023-06-09 22:19:34,409 - yago11k_both - [INFO] - [E:220| 300]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_both +2023-06-09 22:21:35,997 - yago11k_both - [INFO] - [E:220| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_both +2023-06-09 22:23:37,582 - yago11k_both - [INFO] - [E:220| 500]: Train Loss:0.0011323, Val MRR:0.32176, yago11k_both +2023-06-09 22:25:38,203 - yago11k_both - [INFO] - [E:220| 600]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_both +2023-06-09 22:25:38,204 - yago11k_both - [INFO] - [Epoch:220]: Training Loss:0.001133 + +2023-06-09 22:25:38,639 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 22:26:02,862 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 22:26:26,770 - yago11k_both - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.40699, Head : 0.23135, Avg : 0.31917 + +2023-06-09 22:26:26,770 - yago11k_both - [INFO] - [Epoch 220]: Training Loss: 0.0011327, Valid MRR: 0.32176, + + + +2023-06-09 22:26:27,997 - yago11k_both - [INFO] - [E:221| 0]: Train Loss:0.0011198, Val MRR:0.32176, yago11k_both +2023-06-09 22:28:29,752 - yago11k_both - [INFO] - [E:221| 100]: Train Loss:0.0011322, Val MRR:0.32176, yago11k_both +2023-06-09 22:30:31,417 - yago11k_both - [INFO] - [E:221| 200]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_both +2023-06-09 22:32:32,953 - yago11k_both - [INFO] - [E:221| 300]: Train Loss:0.0011329, Val MRR:0.32176, yago11k_both +2023-06-09 22:34:34,731 - yago11k_both - [INFO] - [E:221| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_both +2023-06-09 22:36:36,655 - yago11k_both - [INFO] - [E:221| 500]: Train Loss:0.001132, Val MRR:0.32176, yago11k_both +2023-06-09 22:38:38,549 - yago11k_both - [INFO] - [E:221| 600]: Train Loss:0.0011322, Val MRR:0.32176, yago11k_both +2023-06-09 22:38:38,549 - yago11k_both - [INFO] - [Epoch:221]: Training Loss:0.001132 + +2023-06-09 22:38:38,999 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 22:39:03,370 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 22:39:27,404 - yago11k_both - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.40899, Head : 0.23067, Avg : 0.31983 + +2023-06-09 22:39:27,404 - yago11k_both - [INFO] - [Epoch 221]: Training Loss: 0.0011322, Valid MRR: 0.32176, + + + +2023-06-09 22:39:28,625 - yago11k_both - [INFO] - [E:222| 0]: Train Loss:0.001146, Val MRR:0.32176, yago11k_both +2023-06-09 22:41:31,033 - yago11k_both - [INFO] - [E:222| 100]: Train Loss:0.0011314, Val MRR:0.32176, yago11k_both +2023-06-09 22:43:32,459 - yago11k_both - [INFO] - [E:222| 200]: Train Loss:0.0011317, Val MRR:0.32176, yago11k_both +2023-06-09 22:45:33,920 - yago11k_both - [INFO] - [E:222| 300]: Train Loss:0.0011321, Val MRR:0.32176, yago11k_both +2023-06-09 22:47:35,530 - yago11k_both - [INFO] - [E:222| 400]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_both +2023-06-09 22:49:37,061 - yago11k_both - [INFO] - [E:222| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k_both +2023-06-09 22:51:37,724 - yago11k_both - [INFO] - [E:222| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_both +2023-06-09 22:51:37,724 - yago11k_both - [INFO] - [Epoch:222]: Training Loss:0.001131 + +2023-06-09 22:51:38,160 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 22:52:02,363 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 22:52:26,311 - yago11k_both - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.40709, Head : 0.23166, Avg : 0.31938 + +2023-06-09 22:52:26,311 - yago11k_both - [INFO] - [Epoch 222]: Training Loss: 0.0011313, Valid MRR: 0.32176, + + + +2023-06-09 22:52:27,538 - yago11k_both - [INFO] - [E:223| 0]: Train Loss:0.0011142, Val MRR:0.32176, yago11k_both +2023-06-09 22:54:29,263 - yago11k_both - [INFO] - [E:223| 100]: Train Loss:0.0011283, Val MRR:0.32176, yago11k_both +2023-06-09 22:56:30,874 - yago11k_both - [INFO] - [E:223| 200]: Train Loss:0.00113, Val MRR:0.32176, yago11k_both +2023-06-09 22:58:32,524 - yago11k_both - [INFO] - [E:223| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both +2023-06-09 23:00:32,599 - yago11k_both - [INFO] - [E:223| 400]: Train Loss:0.0011312, Val MRR:0.32176, yago11k_both +2023-06-09 23:02:12,182 - yago11k_both - [INFO] - [E:223| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k_both +2023-06-09 23:03:51,271 - yago11k_both - [INFO] - [E:223| 600]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_both +2023-06-09 23:03:51,272 - yago11k_both - [INFO] - [Epoch:223]: Training Loss:0.001132 + +2023-06-09 23:03:51,658 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 23:04:10,965 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 23:04:30,229 - yago11k_both - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.40593, Head : 0.23078, Avg : 0.31835 + +2023-06-09 23:04:30,229 - yago11k_both - [INFO] - [Epoch 223]: Training Loss: 0.0011319, Valid MRR: 0.32176, + + + +2023-06-09 23:04:31,254 - yago11k_both - [INFO] - [E:224| 0]: Train Loss:0.0011541, Val MRR:0.32176, yago11k_both +2023-06-09 23:06:10,918 - yago11k_both - [INFO] - [E:224| 100]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_both +2023-06-09 23:07:37,718 - yago11k_both - [INFO] - [E:224| 200]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both +2023-06-09 23:08:40,593 - yago11k_both - [INFO] - [E:224| 300]: Train Loss:0.0011298, Val MRR:0.32176, yago11k_both +2023-06-09 23:09:43,509 - yago11k_both - [INFO] - [E:224| 400]: Train Loss:0.0011307, Val MRR:0.32176, yago11k_both +2023-06-09 23:10:46,399 - yago11k_both - [INFO] - [E:224| 500]: Train Loss:0.001131, Val MRR:0.32176, yago11k_both +2023-06-09 23:11:48,802 - yago11k_both - [INFO] - [E:224| 600]: Train Loss:0.0011317, Val MRR:0.32176, yago11k_both +2023-06-09 23:11:48,802 - yago11k_both - [INFO] - [Epoch:224]: Training Loss:0.001132 + +2023-06-09 23:11:49,016 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 23:12:00,938 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 23:12:12,702 - yago11k_both - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.40147, Head : 0.23025, Avg : 0.31586 + +2023-06-09 23:12:12,702 - yago11k_both - [INFO] - [Epoch 224]: Training Loss: 0.0011317, Valid MRR: 0.32176, + + + +2023-06-09 23:12:13,337 - yago11k_both - [INFO] - [E:225| 0]: Train Loss:0.0011249, Val MRR:0.32176, yago11k_both +2023-06-09 23:13:16,216 - yago11k_both - [INFO] - [E:225| 100]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both +2023-06-09 23:14:19,088 - yago11k_both - [INFO] - [E:225| 200]: Train Loss:0.0011303, Val MRR:0.32176, yago11k_both +2023-06-09 23:15:21,950 - yago11k_both - [INFO] - [E:225| 300]: Train Loss:0.0011307, Val MRR:0.32176, yago11k_both +2023-06-09 23:16:24,920 - yago11k_both - [INFO] - [E:225| 400]: Train Loss:0.0011306, Val MRR:0.32176, yago11k_both +2023-06-09 23:17:27,696 - yago11k_both - [INFO] - [E:225| 500]: Train Loss:0.0011306, Val MRR:0.32176, yago11k_both +2023-06-09 23:18:30,085 - yago11k_both - [INFO] - [E:225| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_both +2023-06-09 23:18:30,085 - yago11k_both - [INFO] - [Epoch:225]: Training Loss:0.001131 + +2023-06-09 23:18:30,300 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 23:18:42,216 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 23:18:53,968 - yago11k_both - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.40671, Head : 0.23179, Avg : 0.31925 + +2023-06-09 23:18:53,968 - yago11k_both - [INFO] - [Epoch 225]: Training Loss: 0.0011313, Valid MRR: 0.32176, + + + +2023-06-09 23:18:54,602 - yago11k_both - [INFO] - [E:226| 0]: Train Loss:0.0011196, Val MRR:0.32176, yago11k_both +2023-06-09 23:19:57,546 - yago11k_both - [INFO] - [E:226| 100]: Train Loss:0.001127, Val MRR:0.32176, yago11k_both +2023-06-09 23:21:00,513 - yago11k_both - [INFO] - [E:226| 200]: Train Loss:0.0011293, Val MRR:0.32176, yago11k_both +2023-06-09 23:22:03,521 - yago11k_both - [INFO] - [E:226| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both +2023-06-09 23:23:06,475 - yago11k_both - [INFO] - [E:226| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k_both +2023-06-09 23:24:09,328 - yago11k_both - [INFO] - [E:226| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both +2023-06-09 23:25:11,841 - yago11k_both - [INFO] - [E:226| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_both +2023-06-09 23:25:11,841 - yago11k_both - [INFO] - [Epoch:226]: Training Loss:0.001131 + +2023-06-09 23:25:12,056 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 23:25:23,987 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 23:25:35,757 - yago11k_both - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.40639, Head : 0.2332, Avg : 0.3198 + +2023-06-09 23:25:35,758 - yago11k_both - [INFO] - [Epoch 226]: Training Loss: 0.0011308, Valid MRR: 0.32176, + + + +2023-06-09 23:25:36,394 - yago11k_both - [INFO] - [E:227| 0]: Train Loss:0.0011149, Val MRR:0.32176, yago11k_both +2023-06-09 23:26:39,340 - yago11k_both - [INFO] - [E:227| 100]: Train Loss:0.0011309, Val MRR:0.32176, yago11k_both +2023-06-09 23:27:42,300 - yago11k_both - [INFO] - [E:227| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both +2023-06-09 23:28:45,328 - yago11k_both - [INFO] - [E:227| 300]: Train Loss:0.0011302, Val MRR:0.32176, yago11k_both +2023-06-09 23:29:48,243 - yago11k_both - [INFO] - [E:227| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k_both +2023-06-09 23:30:51,129 - yago11k_both - [INFO] - [E:227| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both +2023-06-09 23:31:53,628 - yago11k_both - [INFO] - [E:227| 600]: Train Loss:0.0011303, Val MRR:0.32176, yago11k_both +2023-06-09 23:31:53,628 - yago11k_both - [INFO] - [Epoch:227]: Training Loss:0.00113 + +2023-06-09 23:31:53,842 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 23:32:05,768 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 23:32:17,521 - yago11k_both - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.40804, Head : 0.23306, Avg : 0.32055 + +2023-06-09 23:32:17,521 - yago11k_both - [INFO] - [Epoch 227]: Training Loss: 0.0011303, Valid MRR: 0.32176, + + + +2023-06-09 23:32:18,157 - yago11k_both - [INFO] - [E:228| 0]: Train Loss:0.0011943, Val MRR:0.32176, yago11k_both +2023-06-09 23:33:21,068 - yago11k_both - [INFO] - [E:228| 100]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_both +2023-06-09 23:34:24,064 - yago11k_both - [INFO] - [E:228| 200]: Train Loss:0.0011299, Val MRR:0.32176, yago11k_both +2023-06-09 23:35:27,043 - yago11k_both - [INFO] - [E:228| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both +2023-06-09 23:36:30,027 - yago11k_both - [INFO] - [E:228| 400]: Train Loss:0.0011309, Val MRR:0.32176, yago11k_both +2023-06-09 23:37:33,036 - yago11k_both - [INFO] - [E:228| 500]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_both +2023-06-09 23:38:35,523 - yago11k_both - [INFO] - [E:228| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_both +2023-06-09 23:38:35,523 - yago11k_both - [INFO] - [Epoch:228]: Training Loss:0.001131 + +2023-06-09 23:38:35,737 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 23:38:47,662 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 23:38:59,430 - yago11k_both - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.41008, Head : 0.23176, Avg : 0.32092 + +2023-06-09 23:38:59,430 - yago11k_both - [INFO] - [Epoch 228]: Training Loss: 0.0011308, Valid MRR: 0.32176, + + + +2023-06-09 23:39:00,068 - yago11k_both - [INFO] - [E:229| 0]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both +2023-06-09 23:40:02,991 - yago11k_both - [INFO] - [E:229| 100]: Train Loss:0.0011299, Val MRR:0.32176, yago11k_both +2023-06-09 23:41:05,945 - yago11k_both - [INFO] - [E:229| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both +2023-06-09 23:42:08,833 - yago11k_both - [INFO] - [E:229| 300]: Train Loss:0.001129, Val MRR:0.32176, yago11k_both +2023-06-09 23:43:11,841 - yago11k_both - [INFO] - [E:229| 400]: Train Loss:0.0011295, Val MRR:0.32176, yago11k_both +2023-06-09 23:44:14,758 - yago11k_both - [INFO] - [E:229| 500]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_both +2023-06-09 23:45:17,274 - yago11k_both - [INFO] - [E:229| 600]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_both +2023-06-09 23:45:17,274 - yago11k_both - [INFO] - [Epoch:229]: Training Loss:0.00113 + +2023-06-09 23:45:17,489 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 23:45:29,414 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 23:45:41,203 - yago11k_both - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.40811, Head : 0.23296, Avg : 0.32054 + MR: Tail : 539.41, Head : 899.43, Avg : 719.42 + Hit-1: Tail : 0.32356, Head : 0.1913, Avg : 0.25743 + Hit-3: Tail : 0.4436, Head : 0.22881, Avg : 0.3362 + Hit-10: Tail : 0.57502, Head : 0.31578, Avg : 0.4454 +2023-06-09 23:45:41,203 - yago11k_both - [INFO] - [Epoch 229]: Training Loss: 0.0011304, Valid MRR: 0.32176, + + + +2023-06-09 23:45:41,842 - yago11k_both - [INFO] - [E:230| 0]: Train Loss:0.0011463, Val MRR:0.32176, yago11k_both +2023-06-09 23:46:44,856 - yago11k_both - [INFO] - [E:230| 100]: Train Loss:0.0011305, Val MRR:0.32176, yago11k_both +2023-06-09 23:47:47,846 - yago11k_both - [INFO] - [E:230| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_both +2023-06-09 23:48:50,846 - yago11k_both - [INFO] - [E:230| 300]: Train Loss:0.0011297, Val MRR:0.32176, yago11k_both +2023-06-09 23:49:53,721 - yago11k_both - [INFO] - [E:230| 400]: Train Loss:0.001129, Val MRR:0.32176, yago11k_both +2023-06-09 23:50:56,681 - yago11k_both - [INFO] - [E:230| 500]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_both +2023-06-09 23:51:59,313 - yago11k_both - [INFO] - [E:230| 600]: Train Loss:0.0011298, Val MRR:0.32176, yago11k_both +2023-06-09 23:51:59,313 - yago11k_both - [INFO] - [Epoch:230]: Training Loss:0.00113 + +2023-06-09 23:51:59,528 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 23:52:11,466 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 23:52:23,248 - yago11k_both - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.40906, Head : 0.23098, Avg : 0.32002 + +2023-06-09 23:52:23,248 - yago11k_both - [INFO] - [Epoch 230]: Training Loss: 0.0011298, Valid MRR: 0.32176, + + + +2023-06-09 23:52:23,885 - yago11k_both - [INFO] - [E:231| 0]: Train Loss:0.001114, Val MRR:0.32176, yago11k_both +2023-06-09 23:53:26,894 - yago11k_both - [INFO] - [E:231| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_both +2023-06-09 23:54:29,873 - yago11k_both - [INFO] - [E:231| 200]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_both +2023-06-09 23:55:32,934 - yago11k_both - [INFO] - [E:231| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_both +2023-06-09 23:56:35,909 - yago11k_both - [INFO] - [E:231| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_both +2023-06-09 23:57:38,833 - yago11k_both - [INFO] - [E:231| 500]: Train Loss:0.0011293, Val MRR:0.32176, yago11k_both +2023-06-09 23:58:41,492 - yago11k_both - [INFO] - [E:231| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k_both +2023-06-09 23:58:41,492 - yago11k_both - [INFO] - [Epoch:231]: Training Loss:0.00113 + +2023-06-09 23:58:41,706 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-09 23:58:53,633 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-09 23:59:05,395 - yago11k_both - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.40775, Head : 0.23102, Avg : 0.31939 + +2023-06-09 23:59:05,395 - yago11k_both - [INFO] - [Epoch 231]: Training Loss: 0.0011297, Valid MRR: 0.32176, + + + +2023-06-09 23:59:06,029 - yago11k_both - [INFO] - [E:232| 0]: Train Loss:0.0011321, Val MRR:0.32176, yago11k_both +2023-06-10 00:00:08,929 - yago11k_both - [INFO] - [E:232| 100]: Train Loss:0.0011284, Val MRR:0.32176, yago11k_both +2023-06-10 00:01:11,880 - yago11k_both - [INFO] - [E:232| 200]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_both +2023-06-10 00:02:14,858 - yago11k_both - [INFO] - [E:232| 300]: Train Loss:0.0011296, Val MRR:0.32176, yago11k_both +2023-06-10 00:03:17,825 - yago11k_both - [INFO] - [E:232| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_both +2023-06-10 00:04:20,761 - yago11k_both - [INFO] - [E:232| 500]: Train Loss:0.0011296, Val MRR:0.32176, yago11k_both +2023-06-10 00:05:23,193 - yago11k_both - [INFO] - [E:232| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k_both +2023-06-10 00:05:23,193 - yago11k_both - [INFO] - [Epoch:232]: Training Loss:0.00113 + +2023-06-10 00:05:23,407 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 00:05:35,333 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 00:05:47,098 - yago11k_both - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.40501, Head : 0.23297, Avg : 0.31899 + +2023-06-10 00:05:47,098 - yago11k_both - [INFO] - [Epoch 232]: Training Loss: 0.0011297, Valid MRR: 0.32176, + + + +2023-06-10 00:05:47,733 - yago11k_both - [INFO] - [E:233| 0]: Train Loss:0.0011316, Val MRR:0.32176, yago11k_both +2023-06-10 00:06:50,714 - yago11k_both - [INFO] - [E:233| 100]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_both +2023-06-10 00:07:53,583 - yago11k_both - [INFO] - [E:233| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_both +2023-06-10 00:08:56,494 - yago11k_both - [INFO] - [E:233| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both +2023-06-10 00:09:59,434 - yago11k_both - [INFO] - [E:233| 400]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both +2023-06-10 00:11:02,263 - yago11k_both - [INFO] - [E:233| 500]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both +2023-06-10 00:12:04,701 - yago11k_both - [INFO] - [E:233| 600]: Train Loss:0.001129, Val MRR:0.32176, yago11k_both +2023-06-10 00:12:04,702 - yago11k_both - [INFO] - [Epoch:233]: Training Loss:0.001129 + +2023-06-10 00:12:04,915 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 00:12:16,843 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 00:12:28,651 - yago11k_both - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.40848, Head : 0.22961, Avg : 0.31905 + +2023-06-10 00:12:28,651 - yago11k_both - [INFO] - [Epoch 233]: Training Loss: 0.001129, Valid MRR: 0.32176, + + + +2023-06-10 00:12:29,294 - yago11k_both - [INFO] - [E:234| 0]: Train Loss:0.0011438, Val MRR:0.32176, yago11k_both +2023-06-10 00:13:32,176 - yago11k_both - [INFO] - [E:234| 100]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_both +2023-06-10 00:14:35,038 - yago11k_both - [INFO] - [E:234| 200]: Train Loss:0.0011295, Val MRR:0.32176, yago11k_both +2023-06-10 00:15:38,041 - yago11k_both - [INFO] - [E:234| 300]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_both +2023-06-10 00:16:40,919 - yago11k_both - [INFO] - [E:234| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_both +2023-06-10 00:17:43,827 - yago11k_both - [INFO] - [E:234| 500]: Train Loss:0.0011287, Val MRR:0.32176, yago11k_both +2023-06-10 00:18:46,361 - yago11k_both - [INFO] - [E:234| 600]: Train Loss:0.0011291, Val MRR:0.32176, yago11k_both +2023-06-10 00:18:46,362 - yago11k_both - [INFO] - [Epoch:234]: Training Loss:0.001129 + +2023-06-10 00:18:46,577 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 00:18:58,499 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 00:19:10,258 - yago11k_both - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.40899, Head : 0.23124, Avg : 0.32011 + +2023-06-10 00:19:10,259 - yago11k_both - [INFO] - [Epoch 234]: Training Loss: 0.0011291, Valid MRR: 0.32176, + + + +2023-06-10 00:19:10,893 - yago11k_both - [INFO] - [E:235| 0]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_both +2023-06-10 00:20:13,777 - yago11k_both - [INFO] - [E:235| 100]: Train Loss:0.0011291, Val MRR:0.32176, yago11k_both +2023-06-10 00:21:16,818 - yago11k_both - [INFO] - [E:235| 200]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_both +2023-06-10 00:22:19,698 - yago11k_both - [INFO] - [E:235| 300]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_both +2023-06-10 00:23:22,586 - yago11k_both - [INFO] - [E:235| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_both +2023-06-10 00:24:25,515 - yago11k_both - [INFO] - [E:235| 500]: Train Loss:0.0011289, Val MRR:0.32176, yago11k_both +2023-06-10 00:25:28,068 - yago11k_both - [INFO] - [E:235| 600]: Train Loss:0.0011289, Val MRR:0.32176, yago11k_both +2023-06-10 00:25:28,069 - yago11k_both - [INFO] - [Epoch:235]: Training Loss:0.001129 + +2023-06-10 00:25:28,285 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 00:25:40,234 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 00:25:52,004 - yago11k_both - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.40936, Head : 0.23279, Avg : 0.32107 + +2023-06-10 00:25:52,004 - yago11k_both - [INFO] - [Epoch 235]: Training Loss: 0.0011289, Valid MRR: 0.32176, + + + +2023-06-10 00:25:52,642 - yago11k_both - [INFO] - [E:236| 0]: Train Loss:0.0011567, Val MRR:0.32176, yago11k_both +2023-06-10 00:26:55,620 - yago11k_both - [INFO] - [E:236| 100]: Train Loss:0.0011296, Val MRR:0.32176, yago11k_both +2023-06-10 00:27:58,634 - yago11k_both - [INFO] - [E:236| 200]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_both +2023-06-10 00:29:01,604 - yago11k_both - [INFO] - [E:236| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_both +2023-06-10 00:30:04,569 - yago11k_both - [INFO] - [E:236| 400]: Train Loss:0.0011284, Val MRR:0.32176, yago11k_both +2023-06-10 00:31:07,597 - yago11k_both - [INFO] - [E:236| 500]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_both +2023-06-10 00:32:10,067 - yago11k_both - [INFO] - [E:236| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_both +2023-06-10 00:32:10,067 - yago11k_both - [INFO] - [Epoch:236]: Training Loss:0.001129 + +2023-06-10 00:32:10,281 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 00:32:22,219 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 00:32:33,990 - yago11k_both - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.40864, Head : 0.23209, Avg : 0.32037 + +2023-06-10 00:32:33,990 - yago11k_both - [INFO] - [Epoch 236]: Training Loss: 0.0011286, Valid MRR: 0.32176, + + + +2023-06-10 00:32:34,625 - yago11k_both - [INFO] - [E:237| 0]: Train Loss:0.0011335, Val MRR:0.32176, yago11k_both +2023-06-10 00:33:37,606 - yago11k_both - [INFO] - [E:237| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k_both +2023-06-10 00:34:40,582 - yago11k_both - [INFO] - [E:237| 200]: Train Loss:0.0011279, Val MRR:0.32176, yago11k_both +2023-06-10 00:35:43,553 - yago11k_both - [INFO] - [E:237| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k_both +2023-06-10 00:36:46,604 - yago11k_both - [INFO] - [E:237| 400]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_both +2023-06-10 00:37:49,564 - yago11k_both - [INFO] - [E:237| 500]: Train Loss:0.001128, Val MRR:0.32176, yago11k_both +2023-06-10 00:38:52,129 - yago11k_both - [INFO] - [E:237| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_both +2023-06-10 00:38:52,130 - yago11k_both - [INFO] - [Epoch:237]: Training Loss:0.001129 + +2023-06-10 00:38:52,344 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 00:39:04,326 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 00:39:16,096 - yago11k_both - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.40434, Head : 0.23224, Avg : 0.31829 + +2023-06-10 00:39:16,096 - yago11k_both - [INFO] - [Epoch 237]: Training Loss: 0.0011286, Valid MRR: 0.32176, + + + +2023-06-10 00:39:16,732 - yago11k_both - [INFO] - [E:238| 0]: Train Loss:0.001121, Val MRR:0.32176, yago11k_both +2023-06-10 00:40:19,638 - yago11k_both - [INFO] - [E:238| 100]: Train Loss:0.0011298, Val MRR:0.32176, yago11k_both +2023-06-10 00:41:22,632 - yago11k_both - [INFO] - [E:238| 200]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_both +2023-06-10 00:42:25,674 - yago11k_both - [INFO] - [E:238| 300]: Train Loss:0.0011287, Val MRR:0.32176, yago11k_both +2023-06-10 00:43:28,667 - yago11k_both - [INFO] - [E:238| 400]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_both +2023-06-10 00:44:31,649 - yago11k_both - [INFO] - [E:238| 500]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_both +2023-06-10 00:45:34,128 - yago11k_both - [INFO] - [E:238| 600]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_both +2023-06-10 00:45:34,128 - yago11k_both - [INFO] - [Epoch:238]: Training Loss:0.001128 + +2023-06-10 00:45:34,341 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 00:45:46,259 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 00:45:58,022 - yago11k_both - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.40777, Head : 0.23277, Avg : 0.32027 + +2023-06-10 00:45:58,022 - yago11k_both - [INFO] - [Epoch 238]: Training Loss: 0.0011281, Valid MRR: 0.32176, + + + +2023-06-10 00:45:58,657 - yago11k_both - [INFO] - [E:239| 0]: Train Loss:0.0011452, Val MRR:0.32176, yago11k_both +2023-06-10 00:47:01,547 - yago11k_both - [INFO] - [E:239| 100]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both +2023-06-10 00:48:04,458 - yago11k_both - [INFO] - [E:239| 200]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_both +2023-06-10 00:49:07,387 - yago11k_both - [INFO] - [E:239| 300]: Train Loss:0.0011279, Val MRR:0.32176, yago11k_both +2023-06-10 00:50:10,366 - yago11k_both - [INFO] - [E:239| 400]: Train Loss:0.0011279, Val MRR:0.32176, yago11k_both +2023-06-10 00:51:13,380 - yago11k_both - [INFO] - [E:239| 500]: Train Loss:0.0011277, Val MRR:0.32176, yago11k_both +2023-06-10 00:52:15,914 - yago11k_both - [INFO] - [E:239| 600]: Train Loss:0.001128, Val MRR:0.32176, yago11k_both +2023-06-10 00:52:15,914 - yago11k_both - [INFO] - [Epoch:239]: Training Loss:0.001128 + +2023-06-10 00:52:16,128 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 00:52:28,058 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 00:52:39,824 - yago11k_both - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.40624, Head : 0.23224, Avg : 0.31924 + MR: Tail : 564.04, Head : 913.73, Avg : 738.89 + Hit-1: Tail : 0.32231, Head : 0.18964, Avg : 0.25597 + Hit-3: Tail : 0.4404, Head : 0.23006, Avg : 0.33523 + Hit-10: Tail : 0.57447, Head : 0.31564, Avg : 0.44505 +2023-06-10 00:52:39,824 - yago11k_both - [INFO] - [Epoch 239]: Training Loss: 0.001128, Valid MRR: 0.32176, + + + +2023-06-10 00:52:40,460 - yago11k_both - [INFO] - [E:240| 0]: Train Loss:0.001112, Val MRR:0.32176, yago11k_both +2023-06-10 00:53:43,436 - yago11k_both - [INFO] - [E:240| 100]: Train Loss:0.0011262, Val MRR:0.32176, yago11k_both +2023-06-10 00:54:46,360 - yago11k_both - [INFO] - [E:240| 200]: Train Loss:0.0011271, Val MRR:0.32176, yago11k_both +2023-06-10 00:55:49,283 - yago11k_both - [INFO] - [E:240| 300]: Train Loss:0.0011277, Val MRR:0.32176, yago11k_both +2023-06-10 00:56:52,191 - yago11k_both - [INFO] - [E:240| 400]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both +2023-06-10 00:57:55,159 - yago11k_both - [INFO] - [E:240| 500]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_both +2023-06-10 00:58:57,708 - yago11k_both - [INFO] - [E:240| 600]: Train Loss:0.0011276, Val MRR:0.32176, yago11k_both +2023-06-10 00:58:57,708 - yago11k_both - [INFO] - [Epoch:240]: Training Loss:0.001128 + +2023-06-10 00:58:57,923 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 00:59:09,857 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 00:59:21,628 - yago11k_both - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.40578, Head : 0.23267, Avg : 0.31923 + +2023-06-10 00:59:21,628 - yago11k_both - [INFO] - [Epoch 240]: Training Loss: 0.0011276, Valid MRR: 0.32176, + + + +2023-06-10 00:59:22,265 - yago11k_both - [INFO] - [E:241| 0]: Train Loss:0.0011333, Val MRR:0.32176, yago11k_both +2023-06-10 01:00:25,292 - yago11k_both - [INFO] - [E:241| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_both +2023-06-10 01:01:28,280 - yago11k_both - [INFO] - [E:241| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k_both +2023-06-10 01:02:31,286 - yago11k_both - [INFO] - [E:241| 300]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both +2023-06-10 01:03:34,709 - yago11k_both - [INFO] - [E:241| 400]: Train Loss:0.0011267, Val MRR:0.32176, yago11k_both +2023-06-10 01:05:01,143 - yago11k_both - [INFO] - [E:241| 500]: Train Loss:0.0011272, Val MRR:0.32176, yago11k_both +2023-06-10 01:06:37,900 - yago11k_both - [INFO] - [E:241| 600]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both +2023-06-10 01:06:37,900 - yago11k_both - [INFO] - [Epoch:241]: Training Loss:0.001127 + +2023-06-10 01:06:38,261 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 01:06:57,181 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 01:07:11,300 - yago11k_both - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.40619, Head : 0.23204, Avg : 0.31912 + +2023-06-10 01:07:11,301 - yago11k_both - [INFO] - [Epoch 241]: Training Loss: 0.0011273, Valid MRR: 0.32176, + + + +2023-06-10 01:07:12,153 - yago11k_both - [INFO] - [E:242| 0]: Train Loss:0.00114, Val MRR:0.32176, yago11k_both +2023-06-10 01:08:44,887 - yago11k_both - [INFO] - [E:242| 100]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_both +2023-06-10 01:10:22,391 - yago11k_both - [INFO] - [E:242| 200]: Train Loss:0.0011275, Val MRR:0.32176, yago11k_both +2023-06-10 01:11:54,451 - yago11k_both - [INFO] - [E:242| 300]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both +2023-06-10 01:13:31,998 - yago11k_both - [INFO] - [E:242| 400]: Train Loss:0.0011268, Val MRR:0.32176, yago11k_both +2023-06-10 01:15:03,906 - yago11k_both - [INFO] - [E:242| 500]: Train Loss:0.001127, Val MRR:0.32176, yago11k_both +2023-06-10 01:16:40,868 - yago11k_both - [INFO] - [E:242| 600]: Train Loss:0.0011275, Val MRR:0.32176, yago11k_both +2023-06-10 01:16:40,868 - yago11k_both - [INFO] - [Epoch:242]: Training Loss:0.001128 + +2023-06-10 01:16:41,234 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 01:17:00,134 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 01:17:18,834 - yago11k_both - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.40687, Head : 0.23336, Avg : 0.32012 + +2023-06-10 01:17:18,834 - yago11k_both - [INFO] - [Epoch 242]: Training Loss: 0.0011275, Valid MRR: 0.32176, + + + +2023-06-10 01:17:19,835 - yago11k_both - [INFO] - [E:243| 0]: Train Loss:0.0011405, Val MRR:0.32176, yago11k_both +2023-06-10 01:18:52,191 - yago11k_both - [INFO] - [E:243| 100]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_both +2023-06-10 01:20:29,608 - yago11k_both - [INFO] - [E:243| 200]: Train Loss:0.0011272, Val MRR:0.32176, yago11k_both +2023-06-10 01:22:01,744 - yago11k_both - [INFO] - [E:243| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k_both +2023-06-10 01:23:39,003 - yago11k_both - [INFO] - [E:243| 400]: Train Loss:0.0011276, Val MRR:0.32176, yago11k_both +2023-06-10 01:25:15,150 - yago11k_both - [INFO] - [E:243| 500]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both +2023-06-10 01:26:47,931 - yago11k_both - [INFO] - [E:243| 600]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_both +2023-06-10 01:26:47,931 - yago11k_both - [INFO] - [Epoch:243]: Training Loss:0.001127 + +2023-06-10 01:26:48,302 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 01:27:07,228 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 01:27:25,905 - yago11k_both - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.40824, Head : 0.23168, Avg : 0.31996 + +2023-06-10 01:27:25,905 - yago11k_both - [INFO] - [Epoch 243]: Training Loss: 0.0011274, Valid MRR: 0.32176, + + + +2023-06-10 01:27:26,949 - yago11k_both - [INFO] - [E:244| 0]: Train Loss:0.001213, Val MRR:0.32176, yago11k_both +2023-06-10 01:29:01,318 - yago11k_both - [INFO] - [E:244| 100]: Train Loss:0.0011276, Val MRR:0.32176, yago11k_both +2023-06-10 01:30:36,929 - yago11k_both - [INFO] - [E:244| 200]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both +2023-06-10 01:32:14,290 - yago11k_both - [INFO] - [E:244| 300]: Train Loss:0.0011268, Val MRR:0.32176, yago11k_both +2023-06-10 01:33:46,633 - yago11k_both - [INFO] - [E:244| 400]: Train Loss:0.001127, Val MRR:0.32176, yago11k_both +2023-06-10 01:35:23,935 - yago11k_both - [INFO] - [E:244| 500]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both +2023-06-10 01:36:55,661 - yago11k_both - [INFO] - [E:244| 600]: Train Loss:0.0011271, Val MRR:0.32176, yago11k_both +2023-06-10 01:36:55,661 - yago11k_both - [INFO] - [Epoch:244]: Training Loss:0.001127 + +2023-06-10 01:36:56,056 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 01:37:14,992 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 01:37:33,680 - yago11k_both - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.41093, Head : 0.23073, Avg : 0.32083 + +2023-06-10 01:37:33,680 - yago11k_both - [INFO] - [Epoch 244]: Training Loss: 0.0011271, Valid MRR: 0.32176, + + + +2023-06-10 01:37:34,723 - yago11k_both - [INFO] - [E:245| 0]: Train Loss:0.0011385, Val MRR:0.32176, yago11k_both +2023-06-10 01:39:12,253 - yago11k_both - [INFO] - [E:245| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k_both +2023-06-10 01:40:44,718 - yago11k_both - [INFO] - [E:245| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k_both +2023-06-10 01:42:22,037 - yago11k_both - [INFO] - [E:245| 300]: Train Loss:0.0011255, Val MRR:0.32176, yago11k_both +2023-06-10 01:43:54,528 - yago11k_both - [INFO] - [E:245| 400]: Train Loss:0.0011257, Val MRR:0.32176, yago11k_both +2023-06-10 01:45:31,944 - yago11k_both - [INFO] - [E:245| 500]: Train Loss:0.0011263, Val MRR:0.32176, yago11k_both +2023-06-10 01:47:04,670 - yago11k_both - [INFO] - [E:245| 600]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both +2023-06-10 01:47:04,670 - yago11k_both - [INFO] - [Epoch:245]: Training Loss:0.001127 + +2023-06-10 01:47:04,971 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 01:47:23,069 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 01:47:41,749 - yago11k_both - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.40503, Head : 0.23065, Avg : 0.31784 + +2023-06-10 01:47:41,749 - yago11k_both - [INFO] - [Epoch 245]: Training Loss: 0.0011266, Valid MRR: 0.32176, + + + +2023-06-10 01:47:42,792 - yago11k_both - [INFO] - [E:246| 0]: Train Loss:0.0011252, Val MRR:0.32176, yago11k_both +2023-06-10 01:49:20,103 - yago11k_both - [INFO] - [E:246| 100]: Train Loss:0.0011238, Val MRR:0.32176, yago11k_both +2023-06-10 01:50:52,191 - yago11k_both - [INFO] - [E:246| 200]: Train Loss:0.0011249, Val MRR:0.32176, yago11k_both +2023-06-10 01:52:29,660 - yago11k_both - [INFO] - [E:246| 300]: Train Loss:0.0011249, Val MRR:0.32176, yago11k_both +2023-06-10 01:54:04,738 - yago11k_both - [INFO] - [E:246| 400]: Train Loss:0.0011246, Val MRR:0.32176, yago11k_both +2023-06-10 01:55:39,597 - yago11k_both - [INFO] - [E:246| 500]: Train Loss:0.0011255, Val MRR:0.32176, yago11k_both +2023-06-10 01:57:16,425 - yago11k_both - [INFO] - [E:246| 600]: Train Loss:0.0011263, Val MRR:0.32176, yago11k_both +2023-06-10 01:57:16,425 - yago11k_both - [INFO] - [Epoch:246]: Training Loss:0.001126 + +2023-06-10 01:57:16,820 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 01:57:34,316 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 01:57:50,372 - yago11k_both - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.41141, Head : 0.23252, Avg : 0.32196 + +2023-06-10 01:57:51,780 - yago11k_both - [INFO] - [Epoch 246]: Training Loss: 0.0011263, Valid MRR: 0.32196, + + + +2023-06-10 01:57:52,416 - yago11k_both - [INFO] - [E:247| 0]: Train Loss:0.0011273, Val MRR:0.32196, yago11k_both +2023-06-10 01:59:29,555 - yago11k_both - [INFO] - [E:247| 100]: Train Loss:0.0011256, Val MRR:0.32196, yago11k_both +2023-06-10 02:01:05,811 - yago11k_both - [INFO] - [E:247| 200]: Train Loss:0.0011271, Val MRR:0.32196, yago11k_both +2023-06-10 02:02:39,235 - yago11k_both - [INFO] - [E:247| 300]: Train Loss:0.0011265, Val MRR:0.32196, yago11k_both +2023-06-10 02:04:16,724 - yago11k_both - [INFO] - [E:247| 400]: Train Loss:0.001126, Val MRR:0.32196, yago11k_both +2023-06-10 02:05:49,194 - yago11k_both - [INFO] - [E:247| 500]: Train Loss:0.0011265, Val MRR:0.32196, yago11k_both +2023-06-10 02:07:25,834 - yago11k_both - [INFO] - [E:247| 600]: Train Loss:0.001126, Val MRR:0.32196, yago11k_both +2023-06-10 02:07:25,835 - yago11k_both - [INFO] - [Epoch:247]: Training Loss:0.001126 + +2023-06-10 02:07:26,226 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 02:07:45,154 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 02:08:03,932 - yago11k_both - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.41402, Head : 0.23219, Avg : 0.3231 + +2023-06-10 02:08:04,926 - yago11k_both - [INFO] - [Epoch 247]: Training Loss: 0.001126, Valid MRR: 0.3231, + + + +2023-06-10 02:08:05,861 - yago11k_both - [INFO] - [E:248| 0]: Train Loss:0.0011221, Val MRR:0.3231, yago11k_both +2023-06-10 02:09:38,351 - yago11k_both - [INFO] - [E:248| 100]: Train Loss:0.0011248, Val MRR:0.3231, yago11k_both +2023-06-10 02:11:15,917 - yago11k_both - [INFO] - [E:248| 200]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both +2023-06-10 02:12:47,891 - yago11k_both - [INFO] - [E:248| 300]: Train Loss:0.0011256, Val MRR:0.3231, yago11k_both +2023-06-10 02:14:25,446 - yago11k_both - [INFO] - [E:248| 400]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both +2023-06-10 02:15:57,852 - yago11k_both - [INFO] - [E:248| 500]: Train Loss:0.0011259, Val MRR:0.3231, yago11k_both +2023-06-10 02:17:34,625 - yago11k_both - [INFO] - [E:248| 600]: Train Loss:0.0011259, Val MRR:0.3231, yago11k_both +2023-06-10 02:17:34,625 - yago11k_both - [INFO] - [Epoch:248]: Training Loss:0.001126 + +2023-06-10 02:17:34,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 02:17:53,954 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 02:18:12,654 - yago11k_both - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.41074, Head : 0.23161, Avg : 0.32117 + +2023-06-10 02:18:12,654 - yago11k_both - [INFO] - [Epoch 248]: Training Loss: 0.0011259, Valid MRR: 0.3231, + + + +2023-06-10 02:18:13,697 - yago11k_both - [INFO] - [E:249| 0]: Train Loss:0.0011248, Val MRR:0.3231, yago11k_both +2023-06-10 02:19:46,256 - yago11k_both - [INFO] - [E:249| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k_both +2023-06-10 02:21:23,582 - yago11k_both - [INFO] - [E:249| 200]: Train Loss:0.0011243, Val MRR:0.3231, yago11k_both +2023-06-10 02:22:56,730 - yago11k_both - [INFO] - [E:249| 300]: Train Loss:0.0011247, Val MRR:0.3231, yago11k_both +2023-06-10 02:24:33,680 - yago11k_both - [INFO] - [E:249| 400]: Train Loss:0.0011251, Val MRR:0.3231, yago11k_both +2023-06-10 02:26:10,318 - yago11k_both - [INFO] - [E:249| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both +2023-06-10 02:27:42,888 - yago11k_both - [INFO] - [E:249| 600]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both +2023-06-10 02:27:42,888 - yago11k_both - [INFO] - [Epoch:249]: Training Loss:0.001125 + +2023-06-10 02:27:43,228 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 02:28:02,211 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 02:28:20,893 - yago11k_both - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.41096, Head : 0.2314, Avg : 0.32118 + MR: Tail : 578.1, Head : 944.77, Avg : 761.43 + Hit-1: Tail : 0.32662, Head : 0.1895, Avg : 0.25806 + Hit-3: Tail : 0.44804, Head : 0.22715, Avg : 0.33759 + Hit-10: Tail : 0.57016, Head : 0.31384, Avg : 0.442 +2023-06-10 02:28:20,893 - yago11k_both - [INFO] - [Epoch 249]: Training Loss: 0.0011255, Valid MRR: 0.3231, + + + +2023-06-10 02:28:21,899 - yago11k_both - [INFO] - [E:250| 0]: Train Loss:0.001118, Val MRR:0.3231, yago11k_both +2023-06-10 02:29:56,761 - yago11k_both - [INFO] - [E:250| 100]: Train Loss:0.001124, Val MRR:0.3231, yago11k_both +2023-06-10 02:31:31,867 - yago11k_both - [INFO] - [E:250| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k_both +2023-06-10 02:33:09,478 - yago11k_both - [INFO] - [E:250| 300]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both +2023-06-10 02:34:42,049 - yago11k_both - [INFO] - [E:250| 400]: Train Loss:0.0011261, Val MRR:0.3231, yago11k_both +2023-06-10 02:36:19,553 - yago11k_both - [INFO] - [E:250| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both +2023-06-10 02:37:51,473 - yago11k_both - [INFO] - [E:250| 600]: Train Loss:0.0011258, Val MRR:0.3231, yago11k_both +2023-06-10 02:37:51,473 - yago11k_both - [INFO] - [Epoch:250]: Training Loss:0.001126 + +2023-06-10 02:37:51,867 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 02:38:10,800 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 02:38:29,540 - yago11k_both - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.40978, Head : 0.23132, Avg : 0.32055 + +2023-06-10 02:38:29,540 - yago11k_both - [INFO] - [Epoch 250]: Training Loss: 0.0011258, Valid MRR: 0.3231, + + + +2023-06-10 02:38:30,537 - yago11k_both - [INFO] - [E:251| 0]: Train Loss:0.0011287, Val MRR:0.3231, yago11k_both +2023-06-10 02:40:08,027 - yago11k_both - [INFO] - [E:251| 100]: Train Loss:0.0011258, Val MRR:0.3231, yago11k_both +2023-06-10 02:41:40,538 - yago11k_both - [INFO] - [E:251| 200]: Train Loss:0.0011254, Val MRR:0.3231, yago11k_both +2023-06-10 02:43:18,019 - yago11k_both - [INFO] - [E:251| 300]: Train Loss:0.001125, Val MRR:0.3231, yago11k_both +2023-06-10 02:44:50,431 - yago11k_both - [INFO] - [E:251| 400]: Train Loss:0.0011258, Val MRR:0.3231, yago11k_both +2023-06-10 02:46:28,009 - yago11k_both - [INFO] - [E:251| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both +2023-06-10 02:48:01,086 - yago11k_both - [INFO] - [E:251| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k_both +2023-06-10 02:48:01,087 - yago11k_both - [INFO] - [Epoch:251]: Training Loss:0.001125 + +2023-06-10 02:48:01,386 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 02:48:18,659 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 02:48:37,426 - yago11k_both - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.41221, Head : 0.23198, Avg : 0.32209 + +2023-06-10 02:48:37,427 - yago11k_both - [INFO] - [Epoch 251]: Training Loss: 0.0011252, Valid MRR: 0.3231, + + + +2023-06-10 02:48:38,383 - yago11k_both - [INFO] - [E:252| 0]: Train Loss:0.00112, Val MRR:0.3231, yago11k_both +2023-06-10 02:50:15,946 - yago11k_both - [INFO] - [E:252| 100]: Train Loss:0.0011252, Val MRR:0.3231, yago11k_both +2023-06-10 02:51:48,430 - yago11k_both - [INFO] - [E:252| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k_both +2023-06-10 02:53:26,012 - yago11k_both - [INFO] - [E:252| 300]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both +2023-06-10 02:55:01,480 - yago11k_both - [INFO] - [E:252| 400]: Train Loss:0.0011248, Val MRR:0.3231, yago11k_both +2023-06-10 02:56:35,971 - yago11k_both - [INFO] - [E:252| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k_both +2023-06-10 02:58:12,789 - yago11k_both - [INFO] - [E:252| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k_both +2023-06-10 02:58:12,789 - yago11k_both - [INFO] - [Epoch:252]: Training Loss:0.001125 + +2023-06-10 02:58:13,072 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 02:58:31,014 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 02:58:47,053 - yago11k_both - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.40348, Head : 0.23151, Avg : 0.3175 + +2023-06-10 02:58:47,053 - yago11k_both - [INFO] - [Epoch 252]: Training Loss: 0.0011252, Valid MRR: 0.3231, + + + +2023-06-10 02:58:47,906 - yago11k_both - [INFO] - [E:253| 0]: Train Loss:0.0011417, Val MRR:0.3231, yago11k_both +2023-06-10 03:00:24,459 - yago11k_both - [INFO] - [E:253| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k_both +2023-06-10 03:02:01,599 - yago11k_both - [INFO] - [E:253| 200]: Train Loss:0.0011231, Val MRR:0.3231, yago11k_both +2023-06-10 03:03:34,512 - yago11k_both - [INFO] - [E:253| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_both +2023-06-10 03:05:12,079 - yago11k_both - [INFO] - [E:253| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both +2023-06-10 03:06:44,529 - yago11k_both - [INFO] - [E:253| 500]: Train Loss:0.0011251, Val MRR:0.3231, yago11k_both +2023-06-10 03:08:21,384 - yago11k_both - [INFO] - [E:253| 600]: Train Loss:0.0011251, Val MRR:0.3231, yago11k_both +2023-06-10 03:08:21,384 - yago11k_both - [INFO] - [Epoch:253]: Training Loss:0.001125 + +2023-06-10 03:08:21,764 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 03:08:40,696 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 03:08:59,371 - yago11k_both - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.4074, Head : 0.22981, Avg : 0.3186 + +2023-06-10 03:08:59,371 - yago11k_both - [INFO] - [Epoch 253]: Training Loss: 0.0011251, Valid MRR: 0.3231, + + + +2023-06-10 03:09:00,374 - yago11k_both - [INFO] - [E:254| 0]: Train Loss:0.0011052, Val MRR:0.3231, yago11k_both +2023-06-10 03:10:32,379 - yago11k_both - [INFO] - [E:254| 100]: Train Loss:0.0011206, Val MRR:0.3231, yago11k_both +2023-06-10 03:12:09,901 - yago11k_both - [INFO] - [E:254| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_both +2023-06-10 03:13:41,997 - yago11k_both - [INFO] - [E:254| 300]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_both +2023-06-10 03:15:19,585 - yago11k_both - [INFO] - [E:254| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k_both +2023-06-10 03:16:52,218 - yago11k_both - [INFO] - [E:254| 500]: Train Loss:0.0011239, Val MRR:0.3231, yago11k_both +2023-06-10 03:18:28,929 - yago11k_both - [INFO] - [E:254| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_both +2023-06-10 03:18:28,929 - yago11k_both - [INFO] - [Epoch:254]: Training Loss:0.001124 + +2023-06-10 03:18:29,237 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 03:18:48,289 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 03:19:06,989 - yago11k_both - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.40697, Head : 0.23064, Avg : 0.3188 + +2023-06-10 03:19:06,989 - yago11k_both - [INFO] - [Epoch 254]: Training Loss: 0.0011244, Valid MRR: 0.3231, + + + +2023-06-10 03:19:07,920 - yago11k_both - [INFO] - [E:255| 0]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both +2023-06-10 03:20:40,286 - yago11k_both - [INFO] - [E:255| 100]: Train Loss:0.0011237, Val MRR:0.3231, yago11k_both +2023-06-10 03:22:17,847 - yago11k_both - [INFO] - [E:255| 200]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_both +2023-06-10 03:23:52,283 - yago11k_both - [INFO] - [E:255| 300]: Train Loss:0.0011239, Val MRR:0.3231, yago11k_both +2023-06-10 03:25:27,926 - yago11k_both - [INFO] - [E:255| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k_both +2023-06-10 03:27:05,454 - yago11k_both - [INFO] - [E:255| 500]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both +2023-06-10 03:28:37,316 - yago11k_both - [INFO] - [E:255| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both +2023-06-10 03:28:37,317 - yago11k_both - [INFO] - [Epoch:255]: Training Loss:0.001125 + +2023-06-10 03:28:37,711 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 03:28:56,646 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 03:29:15,335 - yago11k_both - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.40598, Head : 0.2315, Avg : 0.31874 + +2023-06-10 03:29:15,335 - yago11k_both - [INFO] - [Epoch 255]: Training Loss: 0.0011246, Valid MRR: 0.3231, + + + +2023-06-10 03:29:16,377 - yago11k_both - [INFO] - [E:256| 0]: Train Loss:0.0011144, Val MRR:0.3231, yago11k_both +2023-06-10 03:30:52,572 - yago11k_both - [INFO] - [E:256| 100]: Train Loss:0.0011232, Val MRR:0.3231, yago11k_both +2023-06-10 03:32:26,151 - yago11k_both - [INFO] - [E:256| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_both +2023-06-10 03:34:03,668 - yago11k_both - [INFO] - [E:256| 300]: Train Loss:0.0011238, Val MRR:0.3231, yago11k_both +2023-06-10 03:35:36,289 - yago11k_both - [INFO] - [E:256| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both +2023-06-10 03:37:13,826 - yago11k_both - [INFO] - [E:256| 500]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_both +2023-06-10 03:38:45,834 - yago11k_both - [INFO] - [E:256| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both +2023-06-10 03:38:45,834 - yago11k_both - [INFO] - [Epoch:256]: Training Loss:0.001125 + +2023-06-10 03:38:46,113 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 03:39:05,184 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 03:39:23,875 - yago11k_both - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.41256, Head : 0.23154, Avg : 0.32205 + +2023-06-10 03:39:23,875 - yago11k_both - [INFO] - [Epoch 256]: Training Loss: 0.0011246, Valid MRR: 0.3231, + + + +2023-06-10 03:39:24,908 - yago11k_both - [INFO] - [E:257| 0]: Train Loss:0.0011612, Val MRR:0.3231, yago11k_both +2023-06-10 03:41:02,319 - yago11k_both - [INFO] - [E:257| 100]: Train Loss:0.0011222, Val MRR:0.3231, yago11k_both +2023-06-10 03:42:34,815 - yago11k_both - [INFO] - [E:257| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both +2023-06-10 03:44:12,174 - yago11k_both - [INFO] - [E:257| 300]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_both +2023-06-10 03:45:44,806 - yago11k_both - [INFO] - [E:257| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both +2023-06-10 03:47:22,421 - yago11k_both - [INFO] - [E:257| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k_both +2023-06-10 03:48:56,842 - yago11k_both - [INFO] - [E:257| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_both +2023-06-10 03:48:56,842 - yago11k_both - [INFO] - [Epoch:257]: Training Loss:0.001124 + +2023-06-10 03:48:57,140 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 03:49:13,650 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 03:49:32,353 - yago11k_both - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.41039, Head : 0.23409, Avg : 0.32224 + +2023-06-10 03:49:32,353 - yago11k_both - [INFO] - [Epoch 257]: Training Loss: 0.0011244, Valid MRR: 0.3231, + + + +2023-06-10 03:49:33,390 - yago11k_both - [INFO] - [E:258| 0]: Train Loss:0.0011186, Val MRR:0.3231, yago11k_both +2023-06-10 03:51:10,902 - yago11k_both - [INFO] - [E:258| 100]: Train Loss:0.0011227, Val MRR:0.3231, yago11k_both +2023-06-10 03:52:43,868 - yago11k_both - [INFO] - [E:258| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both +2023-06-10 03:54:20,892 - yago11k_both - [INFO] - [E:258| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_both +2023-06-10 03:55:57,649 - yago11k_both - [INFO] - [E:258| 400]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_both +2023-06-10 03:57:31,102 - yago11k_both - [INFO] - [E:258| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k_both +2023-06-10 03:59:08,228 - yago11k_both - [INFO] - [E:258| 600]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both +2023-06-10 03:59:08,228 - yago11k_both - [INFO] - [Epoch:258]: Training Loss:0.001124 + +2023-06-10 03:59:08,510 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 03:59:27,417 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 03:59:43,491 - yago11k_both - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.41, Head : 0.23324, Avg : 0.32162 + +2023-06-10 03:59:43,491 - yago11k_both - [INFO] - [Epoch 258]: Training Loss: 0.0011242, Valid MRR: 0.3231, + + + +2023-06-10 03:59:44,346 - yago11k_both - [INFO] - [E:259| 0]: Train Loss:0.0011118, Val MRR:0.3231, yago11k_both +2023-06-10 04:01:19,874 - yago11k_both - [INFO] - [E:259| 100]: Train Loss:0.0011226, Val MRR:0.3231, yago11k_both +2023-06-10 04:02:57,455 - yago11k_both - [INFO] - [E:259| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_both +2023-06-10 04:04:29,897 - yago11k_both - [INFO] - [E:259| 300]: Train Loss:0.0011233, Val MRR:0.3231, yago11k_both +2023-06-10 04:06:07,596 - yago11k_both - [INFO] - [E:259| 400]: Train Loss:0.0011239, Val MRR:0.3231, yago11k_both +2023-06-10 04:07:40,146 - yago11k_both - [INFO] - [E:259| 500]: Train Loss:0.0011237, Val MRR:0.3231, yago11k_both +2023-06-10 04:09:17,095 - yago11k_both - [INFO] - [E:259| 600]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_both +2023-06-10 04:09:17,095 - yago11k_both - [INFO] - [Epoch:259]: Training Loss:0.001124 + +2023-06-10 04:09:17,447 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 04:09:36,420 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 04:09:55,132 - yago11k_both - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.4129, Head : 0.231, Avg : 0.32195 + MR: Tail : 571.54, Head : 951.16, Avg : 761.35 + Hit-1: Tail : 0.3337, Head : 0.18894, Avg : 0.26132 + Hit-3: Tail : 0.44401, Head : 0.2277, Avg : 0.33586 + Hit-10: Tail : 0.56946, Head : 0.31273, Avg : 0.44109 +2023-06-10 04:09:55,132 - yago11k_both - [INFO] - [Epoch 259]: Training Loss: 0.0011241, Valid MRR: 0.3231, + + + +2023-06-10 04:09:56,175 - yago11k_both - [INFO] - [E:260| 0]: Train Loss:0.0011718, Val MRR:0.3231, yago11k_both +2023-06-10 04:11:28,545 - yago11k_both - [INFO] - [E:260| 100]: Train Loss:0.0011231, Val MRR:0.3231, yago11k_both +2023-06-10 04:13:06,069 - yago11k_both - [INFO] - [E:260| 200]: Train Loss:0.0011226, Val MRR:0.3231, yago11k_both +2023-06-10 04:14:38,667 - yago11k_both - [INFO] - [E:260| 300]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_both +2023-06-10 04:16:16,059 - yago11k_both - [INFO] - [E:260| 400]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_both +2023-06-10 04:17:49,339 - yago11k_both - [INFO] - [E:260| 500]: Train Loss:0.0011231, Val MRR:0.3231, yago11k_both +2023-06-10 04:19:25,298 - yago11k_both - [INFO] - [E:260| 600]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_both +2023-06-10 04:19:25,299 - yago11k_both - [INFO] - [Epoch:260]: Training Loss:0.001124 + +2023-06-10 04:19:25,694 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 04:19:44,585 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 04:20:03,268 - yago11k_both - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.41379, Head : 0.23352, Avg : 0.32365 + +2023-06-10 04:20:04,370 - yago11k_both - [INFO] - [Epoch 260]: Training Loss: 0.0011235, Valid MRR: 0.32365, + + + +2023-06-10 04:20:05,305 - yago11k_both - [INFO] - [E:261| 0]: Train Loss:0.001127, Val MRR:0.32365, yago11k_both +2023-06-10 04:21:37,687 - yago11k_both - [INFO] - [E:261| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k_both +2023-06-10 04:23:15,348 - yago11k_both - [INFO] - [E:261| 200]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_both +2023-06-10 04:24:49,655 - yago11k_both - [INFO] - [E:261| 300]: Train Loss:0.0011218, Val MRR:0.32365, yago11k_both +2023-06-10 04:26:25,264 - yago11k_both - [INFO] - [E:261| 400]: Train Loss:0.0011227, Val MRR:0.32365, yago11k_both +2023-06-10 04:28:02,653 - yago11k_both - [INFO] - [E:261| 500]: Train Loss:0.0011233, Val MRR:0.32365, yago11k_both +2023-06-10 04:29:34,381 - yago11k_both - [INFO] - [E:261| 600]: Train Loss:0.0011236, Val MRR:0.32365, yago11k_both +2023-06-10 04:29:34,381 - yago11k_both - [INFO] - [Epoch:261]: Training Loss:0.001124 + +2023-06-10 04:29:34,772 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 04:29:53,661 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 04:30:12,341 - yago11k_both - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.40995, Head : 0.23547, Avg : 0.32271 + +2023-06-10 04:30:12,341 - yago11k_both - [INFO] - [Epoch 261]: Training Loss: 0.0011236, Valid MRR: 0.32365, + + + +2023-06-10 04:30:13,384 - yago11k_both - [INFO] - [E:262| 0]: Train Loss:0.0011071, Val MRR:0.32365, yago11k_both +2023-06-10 04:31:49,305 - yago11k_both - [INFO] - [E:262| 100]: Train Loss:0.0011221, Val MRR:0.32365, yago11k_both +2023-06-10 04:33:23,113 - yago11k_both - [INFO] - [E:262| 200]: Train Loss:0.0011225, Val MRR:0.32365, yago11k_both +2023-06-10 04:35:00,543 - yago11k_both - [INFO] - [E:262| 300]: Train Loss:0.0011229, Val MRR:0.32365, yago11k_both +2023-06-10 04:36:33,000 - yago11k_both - [INFO] - [E:262| 400]: Train Loss:0.0011232, Val MRR:0.32365, yago11k_both +2023-06-10 04:38:10,437 - yago11k_both - [INFO] - [E:262| 500]: Train Loss:0.0011231, Val MRR:0.32365, yago11k_both +2023-06-10 04:39:42,259 - yago11k_both - [INFO] - [E:262| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k_both +2023-06-10 04:39:42,260 - yago11k_both - [INFO] - [Epoch:262]: Training Loss:0.001123 + +2023-06-10 04:39:42,661 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 04:40:01,600 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 04:40:20,338 - yago11k_both - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.40776, Head : 0.23273, Avg : 0.32025 + +2023-06-10 04:40:20,339 - yago11k_both - [INFO] - [Epoch 262]: Training Loss: 0.0011233, Valid MRR: 0.32365, + + + +2023-06-10 04:40:21,299 - yago11k_both - [INFO] - [E:263| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k_both +2023-06-10 04:41:58,808 - yago11k_both - [INFO] - [E:263| 100]: Train Loss:0.0011202, Val MRR:0.32365, yago11k_both +2023-06-10 04:43:31,236 - yago11k_both - [INFO] - [E:263| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both +2023-06-10 04:45:08,623 - yago11k_both - [INFO] - [E:263| 300]: Train Loss:0.001122, Val MRR:0.32365, yago11k_both +2023-06-10 04:46:41,127 - yago11k_both - [INFO] - [E:263| 400]: Train Loss:0.0011224, Val MRR:0.32365, yago11k_both +2023-06-10 04:48:18,878 - yago11k_both - [INFO] - [E:263| 500]: Train Loss:0.0011228, Val MRR:0.32365, yago11k_both +2023-06-10 04:49:52,887 - yago11k_both - [INFO] - [E:263| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k_both +2023-06-10 04:49:52,887 - yago11k_both - [INFO] - [Epoch:263]: Training Loss:0.001123 + +2023-06-10 04:49:53,184 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 04:50:09,868 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 04:50:28,696 - yago11k_both - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.40593, Head : 0.23508, Avg : 0.3205 + +2023-06-10 04:50:28,696 - yago11k_both - [INFO] - [Epoch 263]: Training Loss: 0.0011233, Valid MRR: 0.32365, + + + +2023-06-10 04:50:29,626 - yago11k_both - [INFO] - [E:264| 0]: Train Loss:0.0010945, Val MRR:0.32365, yago11k_both +2023-06-10 04:52:07,312 - yago11k_both - [INFO] - [E:264| 100]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both +2023-06-10 04:53:40,013 - yago11k_both - [INFO] - [E:264| 200]: Train Loss:0.0011218, Val MRR:0.32365, yago11k_both +2023-06-10 04:55:17,603 - yago11k_both - [INFO] - [E:264| 300]: Train Loss:0.0011224, Val MRR:0.32365, yago11k_both +2023-06-10 04:56:53,714 - yago11k_both - [INFO] - [E:264| 400]: Train Loss:0.0011231, Val MRR:0.32365, yago11k_both +2023-06-10 04:58:27,519 - yago11k_both - [INFO] - [E:264| 500]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both +2023-06-10 05:00:04,377 - yago11k_both - [INFO] - [E:264| 600]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both +2023-06-10 05:00:04,378 - yago11k_both - [INFO] - [Epoch:264]: Training Loss:0.001123 + +2023-06-10 05:00:04,754 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 05:00:23,252 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 05:00:39,345 - yago11k_both - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.40901, Head : 0.23282, Avg : 0.32092 + +2023-06-10 05:00:39,345 - yago11k_both - [INFO] - [Epoch 264]: Training Loss: 0.001123, Valid MRR: 0.32365, + + + +2023-06-10 05:00:40,198 - yago11k_both - [INFO] - [E:265| 0]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both +2023-06-10 05:02:16,072 - yago11k_both - [INFO] - [E:265| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k_both +2023-06-10 05:03:53,467 - yago11k_both - [INFO] - [E:265| 200]: Train Loss:0.0011232, Val MRR:0.32365, yago11k_both +2023-06-10 05:05:25,831 - yago11k_both - [INFO] - [E:265| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both +2023-06-10 05:07:03,271 - yago11k_both - [INFO] - [E:265| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k_both +2023-06-10 05:08:35,663 - yago11k_both - [INFO] - [E:265| 500]: Train Loss:0.0011232, Val MRR:0.32365, yago11k_both +2023-06-10 05:10:12,494 - yago11k_both - [INFO] - [E:265| 600]: Train Loss:0.0011229, Val MRR:0.32365, yago11k_both +2023-06-10 05:10:12,494 - yago11k_both - [INFO] - [Epoch:265]: Training Loss:0.001123 + +2023-06-10 05:10:12,782 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 05:10:31,816 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 05:10:50,485 - yago11k_both - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.41063, Head : 0.23158, Avg : 0.32111 + +2023-06-10 05:10:50,485 - yago11k_both - [INFO] - [Epoch 265]: Training Loss: 0.0011229, Valid MRR: 0.32365, + + + +2023-06-10 05:10:51,418 - yago11k_both - [INFO] - [E:266| 0]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both +2023-06-10 05:12:23,876 - yago11k_both - [INFO] - [E:266| 100]: Train Loss:0.0011204, Val MRR:0.32365, yago11k_both +2023-06-10 05:14:01,462 - yago11k_both - [INFO] - [E:266| 200]: Train Loss:0.0011224, Val MRR:0.32365, yago11k_both +2023-06-10 05:15:34,167 - yago11k_both - [INFO] - [E:266| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both +2023-06-10 05:17:11,667 - yago11k_both - [INFO] - [E:266| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k_both +2023-06-10 05:18:44,234 - yago11k_both - [INFO] - [E:266| 500]: Train Loss:0.0011223, Val MRR:0.32365, yago11k_both +2023-06-10 05:20:20,547 - yago11k_both - [INFO] - [E:266| 600]: Train Loss:0.0011225, Val MRR:0.32365, yago11k_both +2023-06-10 05:20:20,547 - yago11k_both - [INFO] - [Epoch:266]: Training Loss:0.001123 + +2023-06-10 05:20:20,846 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 05:20:39,876 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 05:20:58,550 - yago11k_both - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.40551, Head : 0.23098, Avg : 0.31825 + +2023-06-10 05:20:58,550 - yago11k_both - [INFO] - [Epoch 266]: Training Loss: 0.0011225, Valid MRR: 0.32365, + + + +2023-06-10 05:20:59,528 - yago11k_both - [INFO] - [E:267| 0]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both +2023-06-10 05:22:31,902 - yago11k_both - [INFO] - [E:267| 100]: Train Loss:0.0011228, Val MRR:0.32365, yago11k_both +2023-06-10 05:24:09,435 - yago11k_both - [INFO] - [E:267| 200]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both +2023-06-10 05:25:43,734 - yago11k_both - [INFO] - [E:267| 300]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_both +2023-06-10 05:27:19,420 - yago11k_both - [INFO] - [E:267| 400]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both +2023-06-10 05:28:57,427 - yago11k_both - [INFO] - [E:267| 500]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both +2023-06-10 05:30:29,654 - yago11k_both - [INFO] - [E:267| 600]: Train Loss:0.0011221, Val MRR:0.32365, yago11k_both +2023-06-10 05:30:29,655 - yago11k_both - [INFO] - [Epoch:267]: Training Loss:0.001122 + +2023-06-10 05:30:30,030 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 05:30:49,057 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 05:31:07,945 - yago11k_both - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.40734, Head : 0.23316, Avg : 0.32025 + +2023-06-10 05:31:07,945 - yago11k_both - [INFO] - [Epoch 267]: Training Loss: 0.0011221, Valid MRR: 0.32365, + + + +2023-06-10 05:31:08,985 - yago11k_both - [INFO] - [E:268| 0]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both +2023-06-10 05:32:44,892 - yago11k_both - [INFO] - [E:268| 100]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both +2023-06-10 05:34:19,838 - yago11k_both - [INFO] - [E:268| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both +2023-06-10 05:35:58,091 - yago11k_both - [INFO] - [E:268| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both +2023-06-10 05:37:31,411 - yago11k_both - [INFO] - [E:268| 400]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_both +2023-06-10 05:39:09,897 - yago11k_both - [INFO] - [E:268| 500]: Train Loss:0.0011215, Val MRR:0.32365, yago11k_both +2023-06-10 05:40:42,622 - yago11k_both - [INFO] - [E:268| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both +2023-06-10 05:40:42,622 - yago11k_both - [INFO] - [Epoch:268]: Training Loss:0.001122 + +2023-06-10 05:40:42,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 05:41:02,232 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 05:41:21,226 - yago11k_both - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.40327, Head : 0.23219, Avg : 0.31773 + +2023-06-10 05:41:21,226 - yago11k_both - [INFO] - [Epoch 268]: Training Loss: 0.0011219, Valid MRR: 0.32365, + + + +2023-06-10 05:41:22,173 - yago11k_both - [INFO] - [E:269| 0]: Train Loss:0.0011067, Val MRR:0.32365, yago11k_both +2023-06-10 05:43:00,707 - yago11k_both - [INFO] - [E:269| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both +2023-06-10 05:44:34,129 - yago11k_both - [INFO] - [E:269| 200]: Train Loss:0.0011201, Val MRR:0.32365, yago11k_both +2023-06-10 05:46:11,464 - yago11k_both - [INFO] - [E:269| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both +2023-06-10 05:47:43,945 - yago11k_both - [INFO] - [E:269| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both +2023-06-10 05:49:21,286 - yago11k_both - [INFO] - [E:269| 500]: Train Loss:0.0011214, Val MRR:0.32365, yago11k_both +2023-06-10 05:50:54,067 - yago11k_both - [INFO] - [E:269| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both +2023-06-10 05:50:54,068 - yago11k_both - [INFO] - [Epoch:269]: Training Loss:0.001122 + +2023-06-10 05:50:54,366 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 05:51:12,257 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 05:51:30,925 - yago11k_both - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.40656, Head : 0.23263, Avg : 0.31959 + MR: Tail : 619.65, Head : 960.63, Avg : 790.14 + Hit-1: Tail : 0.32551, Head : 0.19172, Avg : 0.25861 + Hit-3: Tail : 0.43915, Head : 0.22909, Avg : 0.33412 + Hit-10: Tail : 0.57071, Head : 0.31662, Avg : 0.44366 +2023-06-10 05:51:30,925 - yago11k_both - [INFO] - [Epoch 269]: Training Loss: 0.0011219, Valid MRR: 0.32365, + + + +2023-06-10 05:51:31,852 - yago11k_both - [INFO] - [E:270| 0]: Train Loss:0.0011114, Val MRR:0.32365, yago11k_both +2023-06-10 05:53:09,399 - yago11k_both - [INFO] - [E:270| 100]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both +2023-06-10 05:54:41,766 - yago11k_both - [INFO] - [E:270| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k_both +2023-06-10 05:56:19,124 - yago11k_both - [INFO] - [E:270| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both +2023-06-10 05:57:54,099 - yago11k_both - [INFO] - [E:270| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both +2023-06-10 05:59:28,855 - yago11k_both - [INFO] - [E:270| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_both +2023-06-10 06:01:05,720 - yago11k_both - [INFO] - [E:270| 600]: Train Loss:0.0011218, Val MRR:0.32365, yago11k_both +2023-06-10 06:01:05,720 - yago11k_both - [INFO] - [Epoch:270]: Training Loss:0.001122 + +2023-06-10 06:01:06,072 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 06:01:23,517 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 06:01:39,547 - yago11k_both - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.40651, Head : 0.23192, Avg : 0.31921 + +2023-06-10 06:01:39,547 - yago11k_both - [INFO] - [Epoch 270]: Training Loss: 0.0011218, Valid MRR: 0.32365, + + + +2023-06-10 06:01:40,396 - yago11k_both - [INFO] - [E:271| 0]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both +2023-06-10 06:03:17,231 - yago11k_both - [INFO] - [E:271| 100]: Train Loss:0.0011236, Val MRR:0.32365, yago11k_both +2023-06-10 06:04:53,717 - yago11k_both - [INFO] - [E:271| 200]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both +2023-06-10 06:06:26,876 - yago11k_both - [INFO] - [E:271| 300]: Train Loss:0.0011221, Val MRR:0.32365, yago11k_both +2023-06-10 06:08:04,205 - yago11k_both - [INFO] - [E:271| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both +2023-06-10 06:09:36,624 - yago11k_both - [INFO] - [E:271| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_both +2023-06-10 06:11:13,445 - yago11k_both - [INFO] - [E:271| 600]: Train Loss:0.0011217, Val MRR:0.32365, yago11k_both +2023-06-10 06:11:13,446 - yago11k_both - [INFO] - [Epoch:271]: Training Loss:0.001122 + +2023-06-10 06:11:13,838 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 06:11:32,728 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 06:11:51,383 - yago11k_both - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.4096, Head : 0.23059, Avg : 0.32009 + +2023-06-10 06:11:51,383 - yago11k_both - [INFO] - [Epoch 271]: Training Loss: 0.0011217, Valid MRR: 0.32365, + + + +2023-06-10 06:11:52,407 - yago11k_both - [INFO] - [E:272| 0]: Train Loss:0.001131, Val MRR:0.32365, yago11k_both +2023-06-10 06:13:24,627 - yago11k_both - [INFO] - [E:272| 100]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both +2023-06-10 06:15:02,005 - yago11k_both - [INFO] - [E:272| 200]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both +2023-06-10 06:16:34,296 - yago11k_both - [INFO] - [E:272| 300]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both +2023-06-10 06:18:11,766 - yago11k_both - [INFO] - [E:272| 400]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both +2023-06-10 06:19:44,069 - yago11k_both - [INFO] - [E:272| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both +2023-06-10 06:21:20,888 - yago11k_both - [INFO] - [E:272| 600]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both +2023-06-10 06:21:20,888 - yago11k_both - [INFO] - [Epoch:272]: Training Loss:0.001121 + +2023-06-10 06:21:21,230 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 06:21:40,174 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 06:21:58,821 - yago11k_both - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.41193, Head : 0.23153, Avg : 0.32173 + +2023-06-10 06:21:58,821 - yago11k_both - [INFO] - [Epoch 272]: Training Loss: 0.0011211, Valid MRR: 0.32365, + + + +2023-06-10 06:21:59,840 - yago11k_both - [INFO] - [E:273| 0]: Train Loss:0.0011096, Val MRR:0.32365, yago11k_both +2023-06-10 06:23:32,127 - yago11k_both - [INFO] - [E:273| 100]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both +2023-06-10 06:25:09,493 - yago11k_both - [INFO] - [E:273| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both +2023-06-10 06:26:42,693 - yago11k_both - [INFO] - [E:273| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both +2023-06-10 06:28:19,083 - yago11k_both - [INFO] - [E:273| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both +2023-06-10 06:29:55,809 - yago11k_both - [INFO] - [E:273| 500]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both +2023-06-10 06:31:28,336 - yago11k_both - [INFO] - [E:273| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both +2023-06-10 06:31:28,336 - yago11k_both - [INFO] - [Epoch:273]: Training Loss:0.001121 + +2023-06-10 06:31:28,621 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 06:31:47,615 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 06:32:06,265 - yago11k_both - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.40589, Head : 0.23102, Avg : 0.31846 + +2023-06-10 06:32:06,265 - yago11k_both - [INFO] - [Epoch 273]: Training Loss: 0.0011212, Valid MRR: 0.32365, + + + +2023-06-10 06:32:07,230 - yago11k_both - [INFO] - [E:274| 0]: Train Loss:0.0012068, Val MRR:0.32365, yago11k_both +2023-06-10 06:33:41,913 - yago11k_both - [INFO] - [E:274| 100]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both +2023-06-10 06:35:16,879 - yago11k_both - [INFO] - [E:274| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both +2023-06-10 06:36:54,151 - yago11k_both - [INFO] - [E:274| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both +2023-06-10 06:38:26,343 - yago11k_both - [INFO] - [E:274| 400]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both +2023-06-10 06:40:03,575 - yago11k_both - [INFO] - [E:274| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both +2023-06-10 06:41:35,057 - yago11k_both - [INFO] - [E:274| 600]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both +2023-06-10 06:41:35,057 - yago11k_both - [INFO] - [Epoch:274]: Training Loss:0.001121 + +2023-06-10 06:41:35,441 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 06:41:54,315 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 06:42:13,071 - yago11k_both - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.40513, Head : 0.23149, Avg : 0.31831 + +2023-06-10 06:42:13,071 - yago11k_both - [INFO] - [Epoch 274]: Training Loss: 0.0011209, Valid MRR: 0.32365, + + + +2023-06-10 06:42:14,003 - yago11k_both - [INFO] - [E:275| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 06:43:51,272 - yago11k_both - [INFO] - [E:275| 100]: Train Loss:0.0011199, Val MRR:0.32365, yago11k_both +2023-06-10 06:45:23,487 - yago11k_both - [INFO] - [E:275| 200]: Train Loss:0.0011195, Val MRR:0.32365, yago11k_both +2023-06-10 06:47:00,656 - yago11k_both - [INFO] - [E:275| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both +2023-06-10 06:48:32,835 - yago11k_both - [INFO] - [E:275| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both +2023-06-10 06:50:10,101 - yago11k_both - [INFO] - [E:275| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both +2023-06-10 06:51:42,991 - yago11k_both - [INFO] - [E:275| 600]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both +2023-06-10 06:51:42,991 - yago11k_both - [INFO] - [Epoch:275]: Training Loss:0.001121 + +2023-06-10 06:51:43,288 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 06:52:00,925 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 06:52:19,594 - yago11k_both - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.40892, Head : 0.23216, Avg : 0.32054 + +2023-06-10 06:52:19,594 - yago11k_both - [INFO] - [Epoch 275]: Training Loss: 0.0011208, Valid MRR: 0.32365, + + + +2023-06-10 06:52:20,637 - yago11k_both - [INFO] - [E:276| 0]: Train Loss:0.0011079, Val MRR:0.32365, yago11k_both +2023-06-10 06:53:57,795 - yago11k_both - [INFO] - [E:276| 100]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_both +2023-06-10 06:55:30,055 - yago11k_both - [INFO] - [E:276| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both +2023-06-10 06:57:07,308 - yago11k_both - [INFO] - [E:276| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both +2023-06-10 06:58:42,481 - yago11k_both - [INFO] - [E:276| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both +2023-06-10 07:00:16,812 - yago11k_both - [INFO] - [E:276| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both +2023-06-10 07:01:53,235 - yago11k_both - [INFO] - [E:276| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both +2023-06-10 07:01:53,236 - yago11k_both - [INFO] - [Epoch:276]: Training Loss:0.001121 + +2023-06-10 07:01:53,602 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 07:02:11,423 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 07:02:27,405 - yago11k_both - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.40725, Head : 0.23163, Avg : 0.31944 + +2023-06-10 07:02:27,405 - yago11k_both - [INFO] - [Epoch 276]: Training Loss: 0.0011212, Valid MRR: 0.32365, + + + +2023-06-10 07:02:28,238 - yago11k_both - [INFO] - [E:277| 0]: Train Loss:0.0011027, Val MRR:0.32365, yago11k_both +2023-06-10 07:04:04,443 - yago11k_both - [INFO] - [E:277| 100]: Train Loss:0.0011235, Val MRR:0.32365, yago11k_both +2023-06-10 07:05:41,397 - yago11k_both - [INFO] - [E:277| 200]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_both +2023-06-10 07:07:13,987 - yago11k_both - [INFO] - [E:277| 300]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_both +2023-06-10 07:08:50,995 - yago11k_both - [INFO] - [E:277| 400]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both +2023-06-10 07:10:23,426 - yago11k_both - [INFO] - [E:277| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both +2023-06-10 07:11:59,821 - yago11k_both - [INFO] - [E:277| 600]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both +2023-06-10 07:11:59,821 - yago11k_both - [INFO] - [Epoch:277]: Training Loss:0.001121 + +2023-06-10 07:12:00,212 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 07:12:19,099 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 07:12:37,773 - yago11k_both - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.40937, Head : 0.23364, Avg : 0.3215 + +2023-06-10 07:12:37,773 - yago11k_both - [INFO] - [Epoch 277]: Training Loss: 0.001121, Valid MRR: 0.32365, + + + +2023-06-10 07:12:38,760 - yago11k_both - [INFO] - [E:278| 0]: Train Loss:0.0011253, Val MRR:0.32365, yago11k_both +2023-06-10 07:14:10,493 - yago11k_both - [INFO] - [E:278| 100]: Train Loss:0.0011195, Val MRR:0.32365, yago11k_both +2023-06-10 07:15:47,764 - yago11k_both - [INFO] - [E:278| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k_both +2023-06-10 07:17:19,454 - yago11k_both - [INFO] - [E:278| 300]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_both +2023-06-10 07:18:56,767 - yago11k_both - [INFO] - [E:278| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both +2023-06-10 07:20:29,210 - yago11k_both - [INFO] - [E:278| 500]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both +2023-06-10 07:22:05,539 - yago11k_both - [INFO] - [E:278| 600]: Train Loss:0.0011203, Val MRR:0.32365, yago11k_both +2023-06-10 07:22:05,540 - yago11k_both - [INFO] - [Epoch:278]: Training Loss:0.00112 + +2023-06-10 07:22:05,821 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 07:22:24,802 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 07:22:43,436 - yago11k_both - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.40757, Head : 0.23328, Avg : 0.32043 + +2023-06-10 07:22:43,436 - yago11k_both - [INFO] - [Epoch 278]: Training Loss: 0.0011203, Valid MRR: 0.32365, + + + +2023-06-10 07:22:44,359 - yago11k_both - [INFO] - [E:279| 0]: Train Loss:0.00111, Val MRR:0.32365, yago11k_both +2023-06-10 07:24:16,526 - yago11k_both - [INFO] - [E:279| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 07:25:53,505 - yago11k_both - [INFO] - [E:279| 200]: Train Loss:0.0011188, Val MRR:0.32365, yago11k_both +2023-06-10 07:27:27,650 - yago11k_both - [INFO] - [E:279| 300]: Train Loss:0.0011202, Val MRR:0.32365, yago11k_both +2023-06-10 07:29:02,862 - yago11k_both - [INFO] - [E:279| 400]: Train Loss:0.0011207, Val MRR:0.32365, yago11k_both +2023-06-10 07:30:39,949 - yago11k_both - [INFO] - [E:279| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both +2023-06-10 07:32:11,401 - yago11k_both - [INFO] - [E:279| 600]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both +2023-06-10 07:32:11,402 - yago11k_both - [INFO] - [Epoch:279]: Training Loss:0.00112 + +2023-06-10 07:32:11,795 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 07:32:30,655 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 07:32:49,388 - yago11k_both - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.41166, Head : 0.23372, Avg : 0.32269 + MR: Tail : 567.44, Head : 944.83, Avg : 756.13 + Hit-1: Tail : 0.3262, Head : 0.19269, Avg : 0.25945 + Hit-3: Tail : 0.45068, Head : 0.23062, Avg : 0.34065 + Hit-10: Tail : 0.57752, Head : 0.31273, Avg : 0.44512 +2023-06-10 07:32:49,388 - yago11k_both - [INFO] - [Epoch 279]: Training Loss: 0.0011205, Valid MRR: 0.32365, + + + +2023-06-10 07:32:50,320 - yago11k_both - [INFO] - [E:280| 0]: Train Loss:0.0011239, Val MRR:0.32365, yago11k_both +2023-06-10 07:34:26,308 - yago11k_both - [INFO] - [E:280| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both +2023-06-10 07:35:59,964 - yago11k_both - [INFO] - [E:280| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k_both +2023-06-10 07:37:37,088 - yago11k_both - [INFO] - [E:280| 300]: Train Loss:0.0011199, Val MRR:0.32365, yago11k_both +2023-06-10 07:39:09,334 - yago11k_both - [INFO] - [E:280| 400]: Train Loss:0.0011201, Val MRR:0.32365, yago11k_both +2023-06-10 07:40:46,396 - yago11k_both - [INFO] - [E:280| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both +2023-06-10 07:42:17,944 - yago11k_both - [INFO] - [E:280| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both +2023-06-10 07:42:17,944 - yago11k_both - [INFO] - [Epoch:280]: Training Loss:0.00112 + +2023-06-10 07:42:18,320 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 07:42:37,240 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 07:42:55,884 - yago11k_both - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.40967, Head : 0.23282, Avg : 0.32124 + +2023-06-10 07:42:55,884 - yago11k_both - [INFO] - [Epoch 280]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-06-10 07:42:56,837 - yago11k_both - [INFO] - [E:281| 0]: Train Loss:0.0011276, Val MRR:0.32365, yago11k_both +2023-06-10 07:44:33,951 - yago11k_both - [INFO] - [E:281| 100]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both +2023-06-10 07:46:05,958 - yago11k_both - [INFO] - [E:281| 200]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both +2023-06-10 07:47:43,000 - yago11k_both - [INFO] - [E:281| 300]: Train Loss:0.0011193, Val MRR:0.32365, yago11k_both +2023-06-10 07:49:15,089 - yago11k_both - [INFO] - [E:281| 400]: Train Loss:0.0011199, Val MRR:0.32365, yago11k_both +2023-06-10 07:50:52,079 - yago11k_both - [INFO] - [E:281| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both +2023-06-10 07:52:26,257 - yago11k_both - [INFO] - [E:281| 600]: Train Loss:0.0011201, Val MRR:0.32365, yago11k_both +2023-06-10 07:52:26,257 - yago11k_both - [INFO] - [Epoch:281]: Training Loss:0.00112 + +2023-06-10 07:52:26,556 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 07:52:42,584 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 07:53:01,042 - yago11k_both - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.40517, Head : 0.23246, Avg : 0.31882 + +2023-06-10 07:53:01,042 - yago11k_both - [INFO] - [Epoch 281]: Training Loss: 0.0011201, Valid MRR: 0.32365, + + + +2023-06-10 07:53:02,071 - yago11k_both - [INFO] - [E:282| 0]: Train Loss:0.0011626, Val MRR:0.32365, yago11k_both +2023-06-10 07:54:39,160 - yago11k_both - [INFO] - [E:282| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both +2023-06-10 07:56:12,227 - yago11k_both - [INFO] - [E:282| 200]: Train Loss:0.0011177, Val MRR:0.32365, yago11k_both +2023-06-10 07:57:48,532 - yago11k_both - [INFO] - [E:282| 300]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both +2023-06-10 07:59:25,070 - yago11k_both - [INFO] - [E:282| 400]: Train Loss:0.0011191, Val MRR:0.32365, yago11k_both +2023-06-10 08:00:57,592 - yago11k_both - [INFO] - [E:282| 500]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both +2023-06-10 08:02:34,132 - yago11k_both - [INFO] - [E:282| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both +2023-06-10 08:02:34,132 - yago11k_both - [INFO] - [Epoch:282]: Training Loss:0.00112 + +2023-06-10 08:02:34,518 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 08:02:53,401 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 08:03:09,830 - yago11k_both - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.40382, Head : 0.2326, Avg : 0.31821 + +2023-06-10 08:03:09,831 - yago11k_both - [INFO] - [Epoch 282]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-06-10 08:03:10,681 - yago11k_both - [INFO] - [E:283| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k_both +2023-06-10 08:04:45,237 - yago11k_both - [INFO] - [E:283| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k_both +2023-06-10 08:06:22,299 - yago11k_both - [INFO] - [E:283| 200]: Train Loss:0.0011207, Val MRR:0.32365, yago11k_both +2023-06-10 08:07:54,466 - yago11k_both - [INFO] - [E:283| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both +2023-06-10 08:09:31,630 - yago11k_both - [INFO] - [E:283| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both +2023-06-10 08:11:03,899 - yago11k_both - [INFO] - [E:283| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both +2023-06-10 08:12:40,476 - yago11k_both - [INFO] - [E:283| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both +2023-06-10 08:12:40,476 - yago11k_both - [INFO] - [Epoch:283]: Training Loss:0.00112 + +2023-06-10 08:12:40,751 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 08:12:59,730 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 08:13:18,385 - yago11k_both - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.40663, Head : 0.2335, Avg : 0.32007 + +2023-06-10 08:13:18,385 - yago11k_both - [INFO] - [Epoch 283]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-06-10 08:13:19,371 - yago11k_both - [INFO] - [E:284| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 08:14:51,686 - yago11k_both - [INFO] - [E:284| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both +2023-06-10 08:16:28,915 - yago11k_both - [INFO] - [E:284| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both +2023-06-10 08:18:01,191 - yago11k_both - [INFO] - [E:284| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both +2023-06-10 08:19:38,456 - yago11k_both - [INFO] - [E:284| 400]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both +2023-06-10 08:21:11,979 - yago11k_both - [INFO] - [E:284| 500]: Train Loss:0.0011189, Val MRR:0.32365, yago11k_both +2023-06-10 08:22:46,981 - yago11k_both - [INFO] - [E:284| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both +2023-06-10 08:22:46,982 - yago11k_both - [INFO] - [Epoch:284]: Training Loss:0.001119 + +2023-06-10 08:22:47,363 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 08:23:06,238 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 08:23:25,003 - yago11k_both - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.41157, Head : 0.23216, Avg : 0.32187 + +2023-06-10 08:23:25,004 - yago11k_both - [INFO] - [Epoch 284]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-06-10 08:23:25,929 - yago11k_both - [INFO] - [E:285| 0]: Train Loss:0.0011226, Val MRR:0.32365, yago11k_both +2023-06-10 08:24:58,283 - yago11k_both - [INFO] - [E:285| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k_both +2023-06-10 08:26:35,497 - yago11k_both - [INFO] - [E:285| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both +2023-06-10 08:28:10,646 - yago11k_both - [INFO] - [E:285| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both +2023-06-10 08:29:44,899 - yago11k_both - [INFO] - [E:285| 400]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_both +2023-06-10 08:31:21,981 - yago11k_both - [INFO] - [E:285| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_both +2023-06-10 08:32:53,548 - yago11k_both - [INFO] - [E:285| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both +2023-06-10 08:32:53,549 - yago11k_both - [INFO] - [Epoch:285]: Training Loss:0.001119 + +2023-06-10 08:32:53,921 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 08:33:12,802 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 08:33:31,429 - yago11k_both - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.40734, Head : 0.233, Avg : 0.32017 + +2023-06-10 08:33:31,429 - yago11k_both - [INFO] - [Epoch 285]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-06-10 08:33:32,473 - yago11k_both - [INFO] - [E:286| 0]: Train Loss:0.0011632, Val MRR:0.32365, yago11k_both +2023-06-10 08:35:09,205 - yago11k_both - [INFO] - [E:286| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both +2023-06-10 08:36:41,842 - yago11k_both - [INFO] - [E:286| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both +2023-06-10 08:38:19,041 - yago11k_both - [INFO] - [E:286| 300]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both +2023-06-10 08:39:51,251 - yago11k_both - [INFO] - [E:286| 400]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both +2023-06-10 08:41:28,458 - yago11k_both - [INFO] - [E:286| 500]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both +2023-06-10 08:42:59,850 - yago11k_both - [INFO] - [E:286| 600]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both +2023-06-10 08:42:59,850 - yago11k_both - [INFO] - [Epoch:286]: Training Loss:0.00112 + +2023-06-10 08:43:00,185 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 08:43:19,182 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 08:43:37,816 - yago11k_both - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.41439, Head : 0.23161, Avg : 0.323 + +2023-06-10 08:43:37,816 - yago11k_both - [INFO] - [Epoch 286]: Training Loss: 0.0011197, Valid MRR: 0.32365, + + + +2023-06-10 08:43:38,782 - yago11k_both - [INFO] - [E:287| 0]: Train Loss:0.0011281, Val MRR:0.32365, yago11k_both +2023-06-10 08:45:15,870 - yago11k_both - [INFO] - [E:287| 100]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_both +2023-06-10 08:46:48,049 - yago11k_both - [INFO] - [E:287| 200]: Train Loss:0.0011178, Val MRR:0.32365, yago11k_both +2023-06-10 08:48:25,328 - yago11k_both - [INFO] - [E:287| 300]: Train Loss:0.0011179, Val MRR:0.32365, yago11k_both +2023-06-10 08:49:57,486 - yago11k_both - [INFO] - [E:287| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both +2023-06-10 08:51:34,703 - yago11k_both - [INFO] - [E:287| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_both +2023-06-10 08:53:09,511 - yago11k_both - [INFO] - [E:287| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both +2023-06-10 08:53:09,511 - yago11k_both - [INFO] - [Epoch:287]: Training Loss:0.001119 + +2023-06-10 08:53:09,812 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 08:53:26,011 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 08:53:44,174 - yago11k_both - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.40807, Head : 0.23082, Avg : 0.31945 + +2023-06-10 08:53:44,175 - yago11k_both - [INFO] - [Epoch 287]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-06-10 08:53:45,214 - yago11k_both - [INFO] - [E:288| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both +2023-06-10 08:55:22,003 - yago11k_both - [INFO] - [E:288| 100]: Train Loss:0.0011188, Val MRR:0.32365, yago11k_both +2023-06-10 08:56:55,494 - yago11k_both - [INFO] - [E:288| 200]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both +2023-06-10 08:58:31,323 - yago11k_both - [INFO] - [E:288| 300]: Train Loss:0.0011207, Val MRR:0.32365, yago11k_both +2023-06-10 09:00:08,356 - yago11k_both - [INFO] - [E:288| 400]: Train Loss:0.0011202, Val MRR:0.32365, yago11k_both +2023-06-10 09:01:40,649 - yago11k_both - [INFO] - [E:288| 500]: Train Loss:0.0011196, Val MRR:0.32365, yago11k_both +2023-06-10 09:03:17,123 - yago11k_both - [INFO] - [E:288| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both +2023-06-10 09:03:17,123 - yago11k_both - [INFO] - [Epoch:288]: Training Loss:0.001119 + +2023-06-10 09:03:17,399 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 09:03:36,384 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 09:03:53,157 - yago11k_both - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.40734, Head : 0.23155, Avg : 0.31945 + +2023-06-10 09:03:53,157 - yago11k_both - [INFO] - [Epoch 288]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-06-10 09:03:54,010 - yago11k_both - [INFO] - [E:289| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both +2023-06-10 09:05:28,451 - yago11k_both - [INFO] - [E:289| 100]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both +2023-06-10 09:07:05,564 - yago11k_both - [INFO] - [E:289| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_both +2023-06-10 09:08:37,664 - yago11k_both - [INFO] - [E:289| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both +2023-06-10 09:10:14,837 - yago11k_both - [INFO] - [E:289| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_both +2023-06-10 09:11:46,514 - yago11k_both - [INFO] - [E:289| 500]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both +2023-06-10 09:13:22,962 - yago11k_both - [INFO] - [E:289| 600]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both +2023-06-10 09:13:22,962 - yago11k_both - [INFO] - [Epoch:289]: Training Loss:0.001119 + +2023-06-10 09:13:23,352 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 09:13:42,222 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 09:14:00,850 - yago11k_both - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.4093, Head : 0.23269, Avg : 0.321 + MR: Tail : 602.83, Head : 942.62, Avg : 772.73 + Hit-1: Tail : 0.32731, Head : 0.19061, Avg : 0.25896 + Hit-3: Tail : 0.44457, Head : 0.22992, Avg : 0.33725 + Hit-10: Tail : 0.57294, Head : 0.31467, Avg : 0.4438 +2023-06-10 09:14:00,850 - yago11k_both - [INFO] - [Epoch 289]: Training Loss: 0.0011187, Valid MRR: 0.32365, + + + +2023-06-10 09:14:01,899 - yago11k_both - [INFO] - [E:290| 0]: Train Loss:0.0011083, Val MRR:0.32365, yago11k_both +2023-06-10 09:15:33,957 - yago11k_both - [INFO] - [E:290| 100]: Train Loss:0.0011179, Val MRR:0.32365, yago11k_both +2023-06-10 09:17:11,096 - yago11k_both - [INFO] - [E:290| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both +2023-06-10 09:18:43,231 - yago11k_both - [INFO] - [E:290| 300]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both +2023-06-10 09:20:20,400 - yago11k_both - [INFO] - [E:290| 400]: Train Loss:0.0011189, Val MRR:0.32365, yago11k_both +2023-06-10 09:21:54,451 - yago11k_both - [INFO] - [E:290| 500]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both +2023-06-10 09:23:28,979 - yago11k_both - [INFO] - [E:290| 600]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both +2023-06-10 09:23:28,979 - yago11k_both - [INFO] - [Epoch:290]: Training Loss:0.001118 + +2023-06-10 09:23:29,262 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 09:23:48,233 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 09:24:06,863 - yago11k_both - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.40525, Head : 0.23373, Avg : 0.31949 + +2023-06-10 09:24:06,863 - yago11k_both - [INFO] - [Epoch 290]: Training Loss: 0.0011184, Valid MRR: 0.32365, + + + +2023-06-10 09:24:07,901 - yago11k_both - [INFO] - [E:291| 0]: Train Loss:0.0011285, Val MRR:0.32365, yago11k_both +2023-06-10 09:25:40,085 - yago11k_both - [INFO] - [E:291| 100]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both +2023-06-10 09:27:17,084 - yago11k_both - [INFO] - [E:291| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both +2023-06-10 09:28:52,824 - yago11k_both - [INFO] - [E:291| 300]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both +2023-06-10 09:30:26,381 - yago11k_both - [INFO] - [E:291| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both +2023-06-10 09:32:03,527 - yago11k_both - [INFO] - [E:291| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both +2023-06-10 09:33:35,031 - yago11k_both - [INFO] - [E:291| 600]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both +2023-06-10 09:33:35,032 - yago11k_both - [INFO] - [Epoch:291]: Training Loss:0.001119 + +2023-06-10 09:33:35,309 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 09:33:54,300 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 09:34:12,937 - yago11k_both - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.40707, Head : 0.23299, Avg : 0.32003 + +2023-06-10 09:34:12,937 - yago11k_both - [INFO] - [Epoch 291]: Training Loss: 0.0011186, Valid MRR: 0.32365, + + + +2023-06-10 09:34:13,977 - yago11k_both - [INFO] - [E:292| 0]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both +2023-06-10 09:35:50,979 - yago11k_both - [INFO] - [E:292| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both +2023-06-10 09:37:22,917 - yago11k_both - [INFO] - [E:292| 200]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both +2023-06-10 09:38:59,950 - yago11k_both - [INFO] - [E:292| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both +2023-06-10 09:40:31,972 - yago11k_both - [INFO] - [E:292| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both +2023-06-10 09:42:09,170 - yago11k_both - [INFO] - [E:292| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both +2023-06-10 09:43:40,546 - yago11k_both - [INFO] - [E:292| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both +2023-06-10 09:43:40,546 - yago11k_both - [INFO] - [Epoch:292]: Training Loss:0.001118 + +2023-06-10 09:43:40,887 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 09:43:59,860 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 09:44:18,511 - yago11k_both - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.40597, Head : 0.23299, Avg : 0.31948 + +2023-06-10 09:44:18,511 - yago11k_both - [INFO] - [Epoch 292]: Training Loss: 0.0011183, Valid MRR: 0.32365, + + + +2023-06-10 09:44:19,436 - yago11k_both - [INFO] - [E:293| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 09:45:56,664 - yago11k_both - [INFO] - [E:293| 100]: Train Loss:0.0011189, Val MRR:0.32365, yago11k_both +2023-06-10 09:47:28,722 - yago11k_both - [INFO] - [E:293| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both +2023-06-10 09:49:05,903 - yago11k_both - [INFO] - [E:293| 300]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both +2023-06-10 09:50:38,741 - yago11k_both - [INFO] - [E:293| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both +2023-06-10 09:52:15,431 - yago11k_both - [INFO] - [E:293| 500]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both +2023-06-10 09:53:51,179 - yago11k_both - [INFO] - [E:293| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both +2023-06-10 09:53:51,179 - yago11k_both - [INFO] - [Epoch:293]: Training Loss:0.001118 + +2023-06-10 09:53:51,477 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 09:54:07,683 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 09:54:24,926 - yago11k_both - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.40967, Head : 0.23281, Avg : 0.32124 + +2023-06-10 09:54:24,926 - yago11k_both - [INFO] - [Epoch 293]: Training Loss: 0.0011183, Valid MRR: 0.32365, + + + +2023-06-10 09:54:25,905 - yago11k_both - [INFO] - [E:294| 0]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both +2023-06-10 09:56:03,053 - yago11k_both - [INFO] - [E:294| 100]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both +2023-06-10 09:57:37,299 - yago11k_both - [INFO] - [E:294| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k_both +2023-06-10 09:59:12,261 - yago11k_both - [INFO] - [E:294| 300]: Train Loss:0.0011178, Val MRR:0.32365, yago11k_both +2023-06-10 10:00:49,496 - yago11k_both - [INFO] - [E:294| 400]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_both +2023-06-10 10:02:21,743 - yago11k_both - [INFO] - [E:294| 500]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_both +2023-06-10 10:03:58,051 - yago11k_both - [INFO] - [E:294| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both +2023-06-10 10:03:58,051 - yago11k_both - [INFO] - [Epoch:294]: Training Loss:0.001118 + +2023-06-10 10:03:58,440 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 10:04:17,305 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 10:04:34,901 - yago11k_both - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.40794, Head : 0.23421, Avg : 0.32108 + +2023-06-10 10:04:34,901 - yago11k_both - [INFO] - [Epoch 294]: Training Loss: 0.001118, Valid MRR: 0.32365, + + + +2023-06-10 10:04:35,744 - yago11k_both - [INFO] - [E:295| 0]: Train Loss:0.0010951, Val MRR:0.32365, yago11k_both +2023-06-10 10:06:09,144 - yago11k_both - [INFO] - [E:295| 100]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both +2023-06-10 10:07:46,196 - yago11k_both - [INFO] - [E:295| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 10:09:18,234 - yago11k_both - [INFO] - [E:295| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k_both +2023-06-10 10:10:55,444 - yago11k_both - [INFO] - [E:295| 400]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_both +2023-06-10 10:12:27,651 - yago11k_both - [INFO] - [E:295| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both +2023-06-10 10:14:04,092 - yago11k_both - [INFO] - [E:295| 600]: Train Loss:0.0011177, Val MRR:0.32365, yago11k_both +2023-06-10 10:14:04,092 - yago11k_both - [INFO] - [Epoch:295]: Training Loss:0.001118 + +2023-06-10 10:14:04,484 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 10:14:23,348 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 10:14:41,964 - yago11k_both - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.41247, Head : 0.23445, Avg : 0.32346 + +2023-06-10 10:14:41,964 - yago11k_both - [INFO] - [Epoch 295]: Training Loss: 0.0011177, Valid MRR: 0.32365, + + + +2023-06-10 10:14:43,005 - yago11k_both - [INFO] - [E:296| 0]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both +2023-06-10 10:16:15,116 - yago11k_both - [INFO] - [E:296| 100]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_both +2023-06-10 10:17:52,188 - yago11k_both - [INFO] - [E:296| 200]: Train Loss:0.0011168, Val MRR:0.32365, yago11k_both +2023-06-10 10:19:23,954 - yago11k_both - [INFO] - [E:296| 300]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both +2023-06-10 10:21:00,920 - yago11k_both - [INFO] - [E:296| 400]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_both +2023-06-10 10:22:35,906 - yago11k_both - [INFO] - [E:296| 500]: Train Loss:0.0011179, Val MRR:0.32365, yago11k_both +2023-06-10 10:24:09,322 - yago11k_both - [INFO] - [E:296| 600]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_both +2023-06-10 10:24:09,323 - yago11k_both - [INFO] - [Epoch:296]: Training Loss:0.001118 + +2023-06-10 10:24:09,622 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 10:24:28,615 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 10:24:47,256 - yago11k_both - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.41036, Head : 0.2343, Avg : 0.32233 + +2023-06-10 10:24:47,256 - yago11k_both - [INFO] - [Epoch 296]: Training Loss: 0.0011176, Valid MRR: 0.32365, + + + +2023-06-10 10:24:48,180 - yago11k_both - [INFO] - [E:297| 0]: Train Loss:0.0011215, Val MRR:0.32365, yago11k_both +2023-06-10 10:26:21,450 - yago11k_both - [INFO] - [E:297| 100]: Train Loss:0.001119, Val MRR:0.32365, yago11k_both +2023-06-10 10:27:57,504 - yago11k_both - [INFO] - [E:297| 200]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both +2023-06-10 10:29:34,089 - yago11k_both - [INFO] - [E:297| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both +2023-06-10 10:31:06,508 - yago11k_both - [INFO] - [E:297| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_both +2023-06-10 10:32:43,576 - yago11k_both - [INFO] - [E:297| 500]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_both +2023-06-10 10:34:14,965 - yago11k_both - [INFO] - [E:297| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both +2023-06-10 10:34:14,966 - yago11k_both - [INFO] - [Epoch:297]: Training Loss:0.001118 + +2023-06-10 10:34:15,345 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 10:34:34,214 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 10:34:52,838 - yago11k_both - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.40825, Head : 0.23418, Avg : 0.32121 + +2023-06-10 10:34:52,839 - yago11k_both - [INFO] - [Epoch 297]: Training Loss: 0.001118, Valid MRR: 0.32365, + + + +2023-06-10 10:34:53,841 - yago11k_both - [INFO] - [E:298| 0]: Train Loss:0.0010971, Val MRR:0.32365, yago11k_both +2023-06-10 10:36:30,700 - yago11k_both - [INFO] - [E:298| 100]: Train Loss:0.0011164, Val MRR:0.32365, yago11k_both +2023-06-10 10:38:02,770 - yago11k_both - [INFO] - [E:298| 200]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both +2023-06-10 10:39:39,892 - yago11k_both - [INFO] - [E:298| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k_both +2023-06-10 10:41:12,055 - yago11k_both - [INFO] - [E:298| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k_both +2023-06-10 10:42:49,255 - yago11k_both - [INFO] - [E:298| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both +2023-06-10 10:44:21,067 - yago11k_both - [INFO] - [E:298| 600]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both +2023-06-10 10:44:21,067 - yago11k_both - [INFO] - [Epoch:298]: Training Loss:0.001117 + +2023-06-10 10:44:21,365 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 10:44:40,120 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 10:44:58,744 - yago11k_both - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.40893, Head : 0.23246, Avg : 0.3207 + +2023-06-10 10:44:58,744 - yago11k_both - [INFO] - [Epoch 298]: Training Loss: 0.001117, Valid MRR: 0.32365, + + + +2023-06-10 10:44:59,669 - yago11k_both - [INFO] - [E:299| 0]: Train Loss:0.0010968, Val MRR:0.32365, yago11k_both +2023-06-10 10:46:36,837 - yago11k_both - [INFO] - [E:299| 100]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both +2023-06-10 10:48:09,014 - yago11k_both - [INFO] - [E:299| 200]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both +2023-06-10 10:49:46,203 - yago11k_both - [INFO] - [E:299| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both +2023-06-10 10:51:20,188 - yago11k_both - [INFO] - [E:299| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_both +2023-06-10 10:52:55,582 - yago11k_both - [INFO] - [E:299| 500]: Train Loss:0.0011171, Val MRR:0.32365, yago11k_both +2023-06-10 10:54:32,107 - yago11k_both - [INFO] - [E:299| 600]: Train Loss:0.0011174, Val MRR:0.32365, yago11k_both +2023-06-10 10:54:32,107 - yago11k_both - [INFO] - [Epoch:299]: Training Loss:0.001117 + +2023-06-10 10:54:32,449 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 10:54:49,048 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 10:55:05,156 - yago11k_both - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.40906, Head : 0.23247, Avg : 0.32076 + MR: Tail : 594.74, Head : 969.11, Avg : 781.93 + Hit-1: Tail : 0.32495, Head : 0.1913, Avg : 0.25813 + Hit-3: Tail : 0.44651, Head : 0.22992, Avg : 0.33822 + Hit-10: Tail : 0.58099, Head : 0.31217, Avg : 0.44658 +2023-06-10 10:55:05,157 - yago11k_both - [INFO] - [Epoch 299]: Training Loss: 0.0011174, Valid MRR: 0.32365, + + + +2023-06-10 10:55:06,138 - yago11k_both - [INFO] - [E:300| 0]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both +2023-06-10 10:56:43,330 - yago11k_both - [INFO] - [E:300| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both +2023-06-10 10:58:18,836 - yago11k_both - [INFO] - [E:300| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both +2023-06-10 10:59:52,863 - yago11k_both - [INFO] - [E:300| 300]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_both +2023-06-10 11:01:29,941 - yago11k_both - [INFO] - [E:300| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k_both +2023-06-10 11:03:02,040 - yago11k_both - [INFO] - [E:300| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both +2023-06-10 11:04:38,401 - yago11k_both - [INFO] - [E:300| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_both +2023-06-10 11:04:38,401 - yago11k_both - [INFO] - [Epoch:300]: Training Loss:0.001117 + +2023-06-10 11:04:38,790 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 11:04:57,655 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 11:05:16,365 - yago11k_both - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.4078, Head : 0.23395, Avg : 0.32088 + +2023-06-10 11:05:16,365 - yago11k_both - [INFO] - [Epoch 300]: Training Loss: 0.0011172, Valid MRR: 0.32365, + + + +2023-06-10 11:05:17,301 - yago11k_both - [INFO] - [E:301| 0]: Train Loss:0.0010967, Val MRR:0.32365, yago11k_both +2023-06-10 11:06:49,365 - yago11k_both - [INFO] - [E:301| 100]: Train Loss:0.0011148, Val MRR:0.32365, yago11k_both +2023-06-10 11:08:26,414 - yago11k_both - [INFO] - [E:301| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both +2023-06-10 11:09:58,667 - yago11k_both - [INFO] - [E:301| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 11:11:35,945 - yago11k_both - [INFO] - [E:301| 400]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both +2023-06-10 11:13:08,026 - yago11k_both - [INFO] - [E:301| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both +2023-06-10 11:14:44,437 - yago11k_both - [INFO] - [E:301| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_both +2023-06-10 11:14:44,437 - yago11k_both - [INFO] - [Epoch:301]: Training Loss:0.001117 + +2023-06-10 11:14:44,769 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 11:15:03,748 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 11:15:22,415 - yago11k_both - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.40991, Head : 0.23299, Avg : 0.32145 + +2023-06-10 11:15:22,415 - yago11k_both - [INFO] - [Epoch 301]: Training Loss: 0.0011169, Valid MRR: 0.32365, + + + +2023-06-10 11:15:23,342 - yago11k_both - [INFO] - [E:302| 0]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both +2023-06-10 11:16:55,426 - yago11k_both - [INFO] - [E:302| 100]: Train Loss:0.0011177, Val MRR:0.32365, yago11k_both +2023-06-10 11:18:32,697 - yago11k_both - [INFO] - [E:302| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 11:20:05,086 - yago11k_both - [INFO] - [E:302| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both +2023-06-10 11:21:41,789 - yago11k_both - [INFO] - [E:302| 400]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_both +2023-06-10 11:23:18,006 - yago11k_both - [INFO] - [E:302| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_both +2023-06-10 11:24:50,704 - yago11k_both - [INFO] - [E:302| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_both +2023-06-10 11:24:50,705 - yago11k_both - [INFO] - [Epoch:302]: Training Loss:0.001117 + +2023-06-10 11:24:51,096 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 11:25:09,977 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 11:25:28,610 - yago11k_both - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.40947, Head : 0.23149, Avg : 0.32048 + +2023-06-10 11:25:28,610 - yago11k_both - [INFO] - [Epoch 302]: Training Loss: 0.0011172, Valid MRR: 0.32365, + + + +2023-06-10 11:25:29,650 - yago11k_both - [INFO] - [E:303| 0]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both +2023-06-10 11:27:03,769 - yago11k_both - [INFO] - [E:303| 100]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_both +2023-06-10 11:28:39,098 - yago11k_both - [INFO] - [E:303| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both +2023-06-10 11:30:16,180 - yago11k_both - [INFO] - [E:303| 300]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both +2023-06-10 11:31:48,364 - yago11k_both - [INFO] - [E:303| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_both +2023-06-10 11:33:25,629 - yago11k_both - [INFO] - [E:303| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_both +2023-06-10 11:34:57,050 - yago11k_both - [INFO] - [E:303| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_both +2023-06-10 11:34:57,051 - yago11k_both - [INFO] - [Epoch:303]: Training Loss:0.001117 + +2023-06-10 11:34:57,367 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 11:35:16,228 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 11:35:34,912 - yago11k_both - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.41116, Head : 0.23309, Avg : 0.32213 + +2023-06-10 11:35:34,912 - yago11k_both - [INFO] - [Epoch 303]: Training Loss: 0.0011169, Valid MRR: 0.32365, + + + +2023-06-10 11:35:35,897 - yago11k_both - [INFO] - [E:304| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both +2023-06-10 11:37:13,093 - yago11k_both - [INFO] - [E:304| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both +2023-06-10 11:38:45,244 - yago11k_both - [INFO] - [E:304| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_both +2023-06-10 11:40:22,328 - yago11k_both - [INFO] - [E:304| 300]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_both +2023-06-10 11:41:54,475 - yago11k_both - [INFO] - [E:304| 400]: Train Loss:0.0011164, Val MRR:0.32365, yago11k_both +2023-06-10 11:43:31,659 - yago11k_both - [INFO] - [E:304| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both +2023-06-10 11:45:04,270 - yago11k_both - [INFO] - [E:304| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k_both +2023-06-10 11:45:04,270 - yago11k_both - [INFO] - [Epoch:304]: Training Loss:0.001116 + +2023-06-10 11:45:04,570 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 11:45:22,578 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 11:45:41,207 - yago11k_both - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.41044, Head : 0.23417, Avg : 0.32231 + +2023-06-10 11:45:41,207 - yago11k_both - [INFO] - [Epoch 304]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-06-10 11:45:42,244 - yago11k_both - [INFO] - [E:305| 0]: Train Loss:0.0010869, Val MRR:0.32365, yago11k_both +2023-06-10 11:47:19,491 - yago11k_both - [INFO] - [E:305| 100]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_both +2023-06-10 11:48:51,692 - yago11k_both - [INFO] - [E:305| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both +2023-06-10 11:50:28,792 - yago11k_both - [INFO] - [E:305| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both +2023-06-10 11:52:03,654 - yago11k_both - [INFO] - [E:305| 400]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both +2023-06-10 11:53:38,123 - yago11k_both - [INFO] - [E:305| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both +2023-06-10 11:55:14,553 - yago11k_both - [INFO] - [E:305| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k_both +2023-06-10 11:55:14,553 - yago11k_both - [INFO] - [Epoch:305]: Training Loss:0.001116 + +2023-06-10 11:55:14,888 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 11:55:32,429 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 11:55:48,450 - yago11k_both - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.41041, Head : 0.23359, Avg : 0.322 + +2023-06-10 11:55:48,450 - yago11k_both - [INFO] - [Epoch 305]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-06-10 11:55:49,300 - yago11k_both - [INFO] - [E:306| 0]: Train Loss:0.0011121, Val MRR:0.32365, yago11k_both +2023-06-10 11:57:25,784 - yago11k_both - [INFO] - [E:306| 100]: Train Loss:0.0011155, Val MRR:0.32365, yago11k_both +2023-06-10 11:59:02,140 - yago11k_both - [INFO] - [E:306| 200]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both +2023-06-10 12:00:34,791 - yago11k_both - [INFO] - [E:306| 300]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both +2023-06-10 12:02:11,941 - yago11k_both - [INFO] - [E:306| 400]: Train Loss:0.0011165, Val MRR:0.32365, yago11k_both +2023-06-10 12:03:43,908 - yago11k_both - [INFO] - [E:306| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both +2023-06-10 12:05:20,397 - yago11k_both - [INFO] - [E:306| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k_both +2023-06-10 12:05:20,397 - yago11k_both - [INFO] - [Epoch:306]: Training Loss:0.001116 + +2023-06-10 12:05:20,679 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 12:05:39,678 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 12:05:58,333 - yago11k_both - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.40855, Head : 0.23352, Avg : 0.32103 + +2023-06-10 12:05:58,334 - yago11k_both - [INFO] - [Epoch 306]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-06-10 12:05:59,388 - yago11k_both - [INFO] - [E:307| 0]: Train Loss:0.0011195, Val MRR:0.32365, yago11k_both +2023-06-10 12:07:31,500 - yago11k_both - [INFO] - [E:307| 100]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both +2023-06-10 12:09:08,562 - yago11k_both - [INFO] - [E:307| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both +2023-06-10 12:10:40,665 - yago11k_both - [INFO] - [E:307| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_both +2023-06-10 12:12:17,826 - yago11k_both - [INFO] - [E:307| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both +2023-06-10 12:13:49,922 - yago11k_both - [INFO] - [E:307| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both +2023-06-10 12:15:26,433 - yago11k_both - [INFO] - [E:307| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both +2023-06-10 12:15:26,433 - yago11k_both - [INFO] - [Epoch:307]: Training Loss:0.001116 + +2023-06-10 12:15:26,822 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 12:15:45,679 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 12:16:04,313 - yago11k_both - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.41022, Head : 0.23268, Avg : 0.32145 + +2023-06-10 12:16:04,313 - yago11k_both - [INFO] - [Epoch 307]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-06-10 12:16:05,354 - yago11k_both - [INFO] - [E:308| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k_both +2023-06-10 12:17:37,539 - yago11k_both - [INFO] - [E:308| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_both +2023-06-10 12:19:14,646 - yago11k_both - [INFO] - [E:308| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 12:20:48,434 - yago11k_both - [INFO] - [E:308| 300]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both +2023-06-10 12:22:24,073 - yago11k_both - [INFO] - [E:308| 400]: Train Loss:0.0011162, Val MRR:0.32365, yago11k_both +2023-06-10 12:24:01,294 - yago11k_both - [INFO] - [E:308| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 12:25:32,820 - yago11k_both - [INFO] - [E:308| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both +2023-06-10 12:25:32,820 - yago11k_both - [INFO] - [Epoch:308]: Training Loss:0.001116 + +2023-06-10 12:25:33,143 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 12:25:52,104 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 12:26:10,731 - yago11k_both - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.41126, Head : 0.23335, Avg : 0.3223 + +2023-06-10 12:26:10,731 - yago11k_both - [INFO] - [Epoch 308]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-06-10 12:26:11,767 - yago11k_both - [INFO] - [E:309| 0]: Train Loss:0.0011241, Val MRR:0.32365, yago11k_both +2023-06-10 12:27:47,075 - yago11k_both - [INFO] - [E:309| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both +2023-06-10 12:29:21,113 - yago11k_both - [INFO] - [E:309| 200]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both +2023-06-10 12:30:58,177 - yago11k_both - [INFO] - [E:309| 300]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both +2023-06-10 12:32:30,326 - yago11k_both - [INFO] - [E:309| 400]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both +2023-06-10 12:34:07,388 - yago11k_both - [INFO] - [E:309| 500]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both +2023-06-10 12:35:39,032 - yago11k_both - [INFO] - [E:309| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both +2023-06-10 12:35:39,033 - yago11k_both - [INFO] - [Epoch:309]: Training Loss:0.001116 + +2023-06-10 12:35:39,416 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 12:35:58,286 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 12:36:16,970 - yago11k_both - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.41148, Head : 0.23144, Avg : 0.32146 + MR: Tail : 606.41, Head : 981.81, Avg : 794.11 + Hit-1: Tail : 0.32704, Head : 0.19019, Avg : 0.25861 + Hit-3: Tail : 0.44776, Head : 0.22867, Avg : 0.33822 + Hit-10: Tail : 0.57669, Head : 0.30911, Avg : 0.4429 +2023-06-10 12:36:16,970 - yago11k_both - [INFO] - [Epoch 309]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-06-10 12:36:17,958 - yago11k_both - [INFO] - [E:310| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k_both +2023-06-10 12:37:55,133 - yago11k_both - [INFO] - [E:310| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both +2023-06-10 12:39:27,239 - yago11k_both - [INFO] - [E:310| 200]: Train Loss:0.0011147, Val MRR:0.32365, yago11k_both +2023-06-10 12:41:04,270 - yago11k_both - [INFO] - [E:310| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_both +2023-06-10 12:42:36,365 - yago11k_both - [INFO] - [E:310| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both +2023-06-10 12:44:13,499 - yago11k_both - [INFO] - [E:310| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both +2023-06-10 12:45:47,174 - yago11k_both - [INFO] - [E:310| 600]: Train Loss:0.0011155, Val MRR:0.32365, yago11k_both +2023-06-10 12:45:47,174 - yago11k_both - [INFO] - [Epoch:310]: Training Loss:0.001116 + +2023-06-10 12:45:47,472 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 12:46:04,291 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 12:46:22,916 - yago11k_both - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.41007, Head : 0.23349, Avg : 0.32178 + +2023-06-10 12:46:22,917 - yago11k_both - [INFO] - [Epoch 310]: Training Loss: 0.0011155, Valid MRR: 0.32365, + + + +2023-06-10 12:46:23,945 - yago11k_both - [INFO] - [E:311| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k_both +2023-06-10 12:48:00,949 - yago11k_both - [INFO] - [E:311| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both +2023-06-10 12:49:33,380 - yago11k_both - [INFO] - [E:311| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 12:51:10,404 - yago11k_both - [INFO] - [E:311| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both +2023-06-10 12:52:46,272 - yago11k_both - [INFO] - [E:311| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both +2023-06-10 12:54:19,613 - yago11k_both - [INFO] - [E:311| 500]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both +2023-06-10 12:55:56,120 - yago11k_both - [INFO] - [E:311| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both +2023-06-10 12:55:56,120 - yago11k_both - [INFO] - [Epoch:311]: Training Loss:0.001116 + +2023-06-10 12:55:56,507 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 12:56:15,161 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 12:56:31,158 - yago11k_both - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.40918, Head : 0.23371, Avg : 0.32144 + +2023-06-10 12:56:31,158 - yago11k_both - [INFO] - [Epoch 311]: Training Loss: 0.0011157, Valid MRR: 0.32365, + + + +2023-06-10 12:56:32,003 - yago11k_both - [INFO] - [E:312| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k_both +2023-06-10 12:58:07,252 - yago11k_both - [INFO] - [E:312| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k_both +2023-06-10 12:59:44,391 - yago11k_both - [INFO] - [E:312| 200]: Train Loss:0.0011164, Val MRR:0.32365, yago11k_both +2023-06-10 13:01:16,576 - yago11k_both - [INFO] - [E:312| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both +2023-06-10 13:02:53,754 - yago11k_both - [INFO] - [E:312| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both +2023-06-10 13:04:25,967 - yago11k_both - [INFO] - [E:312| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 13:06:02,561 - yago11k_both - [INFO] - [E:312| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both +2023-06-10 13:06:02,561 - yago11k_both - [INFO] - [Epoch:312]: Training Loss:0.001116 + +2023-06-10 13:06:02,856 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 13:06:21,867 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 13:06:40,500 - yago11k_both - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.41165, Head : 0.2318, Avg : 0.32172 + +2023-06-10 13:06:40,500 - yago11k_both - [INFO] - [Epoch 312]: Training Loss: 0.0011157, Valid MRR: 0.32365, + + + +2023-06-10 13:06:41,426 - yago11k_both - [INFO] - [E:313| 0]: Train Loss:0.0011063, Val MRR:0.32365, yago11k_both +2023-06-10 13:08:13,583 - yago11k_both - [INFO] - [E:313| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both +2023-06-10 13:09:50,546 - yago11k_both - [INFO] - [E:313| 200]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both +2023-06-10 13:11:22,675 - yago11k_both - [INFO] - [E:313| 300]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both +2023-06-10 13:12:59,816 - yago11k_both - [INFO] - [E:313| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both +2023-06-10 13:14:32,680 - yago11k_both - [INFO] - [E:313| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both +2023-06-10 13:16:08,611 - yago11k_both - [INFO] - [E:313| 600]: Train Loss:0.0011156, Val MRR:0.32365, yago11k_both +2023-06-10 13:16:08,611 - yago11k_both - [INFO] - [Epoch:313]: Training Loss:0.001116 + +2023-06-10 13:16:08,998 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 13:16:27,867 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 13:16:46,536 - yago11k_both - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.41262, Head : 0.23407, Avg : 0.32334 + +2023-06-10 13:16:46,537 - yago11k_both - [INFO] - [Epoch 313]: Training Loss: 0.0011156, Valid MRR: 0.32365, + + + +2023-06-10 13:16:47,536 - yago11k_both - [INFO] - [E:314| 0]: Train Loss:0.0011078, Val MRR:0.32365, yago11k_both +2023-06-10 13:18:19,833 - yago11k_both - [INFO] - [E:314| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both +2023-06-10 13:19:56,827 - yago11k_both - [INFO] - [E:314| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 13:21:31,274 - yago11k_both - [INFO] - [E:314| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 13:23:05,925 - yago11k_both - [INFO] - [E:314| 400]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both +2023-06-10 13:24:43,034 - yago11k_both - [INFO] - [E:314| 500]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both +2023-06-10 13:26:14,750 - yago11k_both - [INFO] - [E:314| 600]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both +2023-06-10 13:26:14,750 - yago11k_both - [INFO] - [Epoch:314]: Training Loss:0.001115 + +2023-06-10 13:26:15,141 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 13:26:34,146 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 13:26:52,786 - yago11k_both - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.41153, Head : 0.23455, Avg : 0.32304 + +2023-06-10 13:26:52,787 - yago11k_both - [INFO] - [Epoch 314]: Training Loss: 0.0011154, Valid MRR: 0.32365, + + + +2023-06-10 13:26:53,716 - yago11k_both - [INFO] - [E:315| 0]: Train Loss:0.0011061, Val MRR:0.32365, yago11k_both +2023-06-10 13:28:29,809 - yago11k_both - [INFO] - [E:315| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both +2023-06-10 13:30:02,230 - yago11k_both - [INFO] - [E:315| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both +2023-06-10 13:31:39,362 - yago11k_both - [INFO] - [E:315| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both +2023-06-10 13:33:11,044 - yago11k_both - [INFO] - [E:315| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both +2023-06-10 13:34:48,503 - yago11k_both - [INFO] - [E:315| 500]: Train Loss:0.001115, Val MRR:0.32365, yago11k_both +2023-06-10 13:36:19,482 - yago11k_both - [INFO] - [E:315| 600]: Train Loss:0.0011148, Val MRR:0.32365, yago11k_both +2023-06-10 13:36:19,482 - yago11k_both - [INFO] - [Epoch:315]: Training Loss:0.001115 + +2023-06-10 13:36:19,811 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 13:36:38,766 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 13:36:57,465 - yago11k_both - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.41078, Head : 0.23266, Avg : 0.32172 + +2023-06-10 13:36:57,466 - yago11k_both - [INFO] - [Epoch 315]: Training Loss: 0.0011148, Valid MRR: 0.32365, + + + +2023-06-10 13:36:58,400 - yago11k_both - [INFO] - [E:316| 0]: Train Loss:0.0011057, Val MRR:0.32365, yago11k_both +2023-06-10 13:38:35,407 - yago11k_both - [INFO] - [E:316| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both +2023-06-10 13:40:07,533 - yago11k_both - [INFO] - [E:316| 200]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both +2023-06-10 13:41:44,666 - yago11k_both - [INFO] - [E:316| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both +2023-06-10 13:43:16,938 - yago11k_both - [INFO] - [E:316| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both +2023-06-10 13:44:53,975 - yago11k_both - [INFO] - [E:316| 500]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both +2023-06-10 13:46:29,058 - yago11k_both - [INFO] - [E:316| 600]: Train Loss:0.001115, Val MRR:0.32365, yago11k_both +2023-06-10 13:46:29,059 - yago11k_both - [INFO] - [Epoch:316]: Training Loss:0.001115 + +2023-06-10 13:46:29,358 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 13:46:45,608 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 13:47:02,754 - yago11k_both - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.41337, Head : 0.23383, Avg : 0.3236 + +2023-06-10 13:47:02,755 - yago11k_both - [INFO] - [Epoch 316]: Training Loss: 0.001115, Valid MRR: 0.32365, + + + +2023-06-10 13:47:03,687 - yago11k_both - [INFO] - [E:317| 0]: Train Loss:0.0010979, Val MRR:0.32365, yago11k_both +2023-06-10 13:48:40,891 - yago11k_both - [INFO] - [E:317| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both +2023-06-10 13:50:14,979 - yago11k_both - [INFO] - [E:317| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_both +2023-06-10 13:51:49,663 - yago11k_both - [INFO] - [E:317| 300]: Train Loss:0.001113, Val MRR:0.32365, yago11k_both +2023-06-10 13:53:26,862 - yago11k_both - [INFO] - [E:317| 400]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both +2023-06-10 13:54:59,022 - yago11k_both - [INFO] - [E:317| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_both +2023-06-10 13:56:35,461 - yago11k_both - [INFO] - [E:317| 600]: Train Loss:0.0011147, Val MRR:0.32365, yago11k_both +2023-06-10 13:56:35,461 - yago11k_both - [INFO] - [Epoch:317]: Training Loss:0.001115 + +2023-06-10 13:56:35,850 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 13:56:54,735 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 13:57:12,418 - yago11k_both - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.41041, Head : 0.23254, Avg : 0.32148 + +2023-06-10 13:57:12,418 - yago11k_both - [INFO] - [Epoch 317]: Training Loss: 0.0011147, Valid MRR: 0.32365, + + + +2023-06-10 13:57:13,266 - yago11k_both - [INFO] - [E:318| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k_both +2023-06-10 13:58:46,717 - yago11k_both - [INFO] - [E:318| 100]: Train Loss:0.001113, Val MRR:0.32365, yago11k_both +2023-06-10 14:00:23,998 - yago11k_both - [INFO] - [E:318| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 14:01:56,315 - yago11k_both - [INFO] - [E:318| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both +2023-06-10 14:03:33,477 - yago11k_both - [INFO] - [E:318| 400]: Train Loss:0.0011147, Val MRR:0.32365, yago11k_both +2023-06-10 14:05:05,159 - yago11k_both - [INFO] - [E:318| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both +2023-06-10 14:06:41,823 - yago11k_both - [INFO] - [E:318| 600]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both +2023-06-10 14:06:41,823 - yago11k_both - [INFO] - [Epoch:318]: Training Loss:0.001115 + +2023-06-10 14:06:42,160 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 14:07:01,149 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 14:07:19,804 - yago11k_both - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.413, Head : 0.23386, Avg : 0.32343 + +2023-06-10 14:07:19,805 - yago11k_both - [INFO] - [Epoch 318]: Training Loss: 0.0011153, Valid MRR: 0.32365, + + + +2023-06-10 14:07:20,739 - yago11k_both - [INFO] - [E:319| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k_both +2023-06-10 14:08:52,360 - yago11k_both - [INFO] - [E:319| 100]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 14:10:29,464 - yago11k_both - [INFO] - [E:319| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both +2023-06-10 14:12:01,765 - yago11k_both - [INFO] - [E:319| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_both +2023-06-10 14:13:39,018 - yago11k_both - [INFO] - [E:319| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both +2023-06-10 14:15:14,101 - yago11k_both - [INFO] - [E:319| 500]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both +2023-06-10 14:16:47,738 - yago11k_both - [INFO] - [E:319| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both +2023-06-10 14:16:47,738 - yago11k_both - [INFO] - [Epoch:319]: Training Loss:0.001114 + +2023-06-10 14:16:48,034 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 14:17:06,986 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 14:17:25,639 - yago11k_both - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.41228, Head : 0.23337, Avg : 0.32283 + MR: Tail : 635.77, Head : 987.77, Avg : 811.77 + Hit-1: Tail : 0.32856, Head : 0.19047, Avg : 0.25952 + Hit-3: Tail : 0.44832, Head : 0.23173, Avg : 0.34003 + Hit-10: Tail : 0.57697, Head : 0.31495, Avg : 0.44596 +2023-06-10 14:17:25,639 - yago11k_both - [INFO] - [Epoch 319]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-06-10 14:17:26,668 - yago11k_both - [INFO] - [E:320| 0]: Train Loss:0.0011021, Val MRR:0.32365, yago11k_both +2023-06-10 14:18:59,642 - yago11k_both - [INFO] - [E:320| 100]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both +2023-06-10 14:20:35,822 - yago11k_both - [INFO] - [E:320| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both +2023-06-10 14:22:12,583 - yago11k_both - [INFO] - [E:320| 300]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both +2023-06-10 14:23:45,182 - yago11k_both - [INFO] - [E:320| 400]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_both +2023-06-10 14:25:22,387 - yago11k_both - [INFO] - [E:320| 500]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both +2023-06-10 14:26:53,925 - yago11k_both - [INFO] - [E:320| 600]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_both +2023-06-10 14:26:53,925 - yago11k_both - [INFO] - [Epoch:320]: Training Loss:0.001115 + +2023-06-10 14:26:54,200 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 14:27:13,186 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 14:27:31,818 - yago11k_both - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.40973, Head : 0.23273, Avg : 0.32123 + +2023-06-10 14:27:31,818 - yago11k_both - [INFO] - [Epoch 320]: Training Loss: 0.0011149, Valid MRR: 0.32365, + + + +2023-06-10 14:27:32,856 - yago11k_both - [INFO] - [E:321| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k_both +2023-06-10 14:29:09,876 - yago11k_both - [INFO] - [E:321| 100]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_both +2023-06-10 14:30:42,137 - yago11k_both - [INFO] - [E:321| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both +2023-06-10 14:32:19,278 - yago11k_both - [INFO] - [E:321| 300]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both +2023-06-10 14:33:51,385 - yago11k_both - [INFO] - [E:321| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both +2023-06-10 14:35:28,494 - yago11k_both - [INFO] - [E:321| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both +2023-06-10 14:36:59,836 - yago11k_both - [INFO] - [E:321| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both +2023-06-10 14:36:59,836 - yago11k_both - [INFO] - [Epoch:321]: Training Loss:0.001114 + +2023-06-10 14:37:00,111 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 14:37:19,108 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 14:37:37,754 - yago11k_both - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.40885, Head : 0.23414, Avg : 0.32149 + +2023-06-10 14:37:37,754 - yago11k_both - [INFO] - [Epoch 321]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-06-10 14:37:38,691 - yago11k_both - [INFO] - [E:322| 0]: Train Loss:0.001111, Val MRR:0.32365, yago11k_both +2023-06-10 14:39:15,861 - yago11k_both - [INFO] - [E:322| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both +2023-06-10 14:40:47,957 - yago11k_both - [INFO] - [E:322| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 14:42:25,108 - yago11k_both - [INFO] - [E:322| 300]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 14:43:58,786 - yago11k_both - [INFO] - [E:322| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both +2023-06-10 14:45:34,302 - yago11k_both - [INFO] - [E:322| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_both +2023-06-10 14:47:10,608 - yago11k_both - [INFO] - [E:322| 600]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both +2023-06-10 14:47:10,608 - yago11k_both - [INFO] - [Epoch:322]: Training Loss:0.001114 + +2023-06-10 14:47:10,953 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 14:47:27,467 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 14:47:43,599 - yago11k_both - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.40888, Head : 0.23247, Avg : 0.32067 + +2023-06-10 14:47:43,599 - yago11k_both - [INFO] - [Epoch 322]: Training Loss: 0.0011145, Valid MRR: 0.32365, + + + +2023-06-10 14:47:44,648 - yago11k_both - [INFO] - [E:323| 0]: Train Loss:0.0011363, Val MRR:0.32365, yago11k_both +2023-06-10 14:49:21,646 - yago11k_both - [INFO] - [E:323| 100]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 14:50:57,162 - yago11k_both - [INFO] - [E:323| 200]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both +2023-06-10 14:52:30,936 - yago11k_both - [INFO] - [E:323| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_both +2023-06-10 14:54:08,120 - yago11k_both - [INFO] - [E:323| 400]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both +2023-06-10 14:55:40,149 - yago11k_both - [INFO] - [E:323| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both +2023-06-10 14:57:16,548 - yago11k_both - [INFO] - [E:323| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both +2023-06-10 14:57:16,548 - yago11k_both - [INFO] - [Epoch:323]: Training Loss:0.001114 + +2023-06-10 14:57:16,854 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 14:57:35,838 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 14:57:54,505 - yago11k_both - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.40911, Head : 0.23274, Avg : 0.32093 + +2023-06-10 14:57:54,505 - yago11k_both - [INFO] - [Epoch 323]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-06-10 14:57:55,544 - yago11k_both - [INFO] - [E:324| 0]: Train Loss:0.0011072, Val MRR:0.32365, yago11k_both +2023-06-10 14:59:27,849 - yago11k_both - [INFO] - [E:324| 100]: Train Loss:0.0011156, Val MRR:0.32365, yago11k_both +2023-06-10 15:01:05,096 - yago11k_both - [INFO] - [E:324| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both +2023-06-10 15:02:37,090 - yago11k_both - [INFO] - [E:324| 300]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both +2023-06-10 15:04:14,250 - yago11k_both - [INFO] - [E:324| 400]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both +2023-06-10 15:05:46,554 - yago11k_both - [INFO] - [E:324| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 15:07:23,147 - yago11k_both - [INFO] - [E:324| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both +2023-06-10 15:07:23,147 - yago11k_both - [INFO] - [Epoch:324]: Training Loss:0.001114 + +2023-06-10 15:07:23,515 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 15:07:42,404 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 15:08:01,177 - yago11k_both - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.40855, Head : 0.2335, Avg : 0.32102 + +2023-06-10 15:08:01,178 - yago11k_both - [INFO] - [Epoch 324]: Training Loss: 0.001114, Valid MRR: 0.32365, + + + +2023-06-10 15:08:02,102 - yago11k_both - [INFO] - [E:325| 0]: Train Loss:0.0010929, Val MRR:0.32365, yago11k_both +2023-06-10 15:09:34,265 - yago11k_both - [INFO] - [E:325| 100]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both +2023-06-10 15:11:11,587 - yago11k_both - [INFO] - [E:325| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both +2023-06-10 15:12:44,194 - yago11k_both - [INFO] - [E:325| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both +2023-06-10 15:14:21,155 - yago11k_both - [INFO] - [E:325| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both +2023-06-10 15:15:57,386 - yago11k_both - [INFO] - [E:325| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 15:17:29,992 - yago11k_both - [INFO] - [E:325| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both +2023-06-10 15:17:29,992 - yago11k_both - [INFO] - [Epoch:325]: Training Loss:0.001114 + +2023-06-10 15:17:30,367 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 15:17:49,233 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 15:18:07,894 - yago11k_both - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.41098, Head : 0.23176, Avg : 0.32137 + +2023-06-10 15:18:07,894 - yago11k_both - [INFO] - [Epoch 325]: Training Loss: 0.0011139, Valid MRR: 0.32365, + + + +2023-06-10 15:18:08,905 - yago11k_both - [INFO] - [E:326| 0]: Train Loss:0.0010849, Val MRR:0.32365, yago11k_both +2023-06-10 15:19:43,249 - yago11k_both - [INFO] - [E:326| 100]: Train Loss:0.001115, Val MRR:0.32365, yago11k_both +2023-06-10 15:21:18,651 - yago11k_both - [INFO] - [E:326| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 15:22:55,997 - yago11k_both - [INFO] - [E:326| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both +2023-06-10 15:24:28,274 - yago11k_both - [INFO] - [E:326| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 15:26:05,785 - yago11k_both - [INFO] - [E:326| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 15:27:37,123 - yago11k_both - [INFO] - [E:326| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both +2023-06-10 15:27:37,124 - yago11k_both - [INFO] - [Epoch:326]: Training Loss:0.001114 + +2023-06-10 15:27:37,482 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 15:27:56,434 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 15:28:15,097 - yago11k_both - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.40987, Head : 0.23197, Avg : 0.32092 + +2023-06-10 15:28:15,098 - yago11k_both - [INFO] - [Epoch 326]: Training Loss: 0.0011139, Valid MRR: 0.32365, + + + +2023-06-10 15:28:16,140 - yago11k_both - [INFO] - [E:327| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 15:29:53,173 - yago11k_both - [INFO] - [E:327| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k_both +2023-06-10 15:31:25,276 - yago11k_both - [INFO] - [E:327| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 15:33:02,411 - yago11k_both - [INFO] - [E:327| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both +2023-06-10 15:34:34,574 - yago11k_both - [INFO] - [E:327| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both +2023-06-10 15:36:11,724 - yago11k_both - [INFO] - [E:327| 500]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both +2023-06-10 15:37:44,060 - yago11k_both - [INFO] - [E:327| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both +2023-06-10 15:37:44,061 - yago11k_both - [INFO] - [Epoch:327]: Training Loss:0.001114 + +2023-06-10 15:37:44,359 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 15:38:02,512 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 15:38:21,242 - yago11k_both - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.41027, Head : 0.23341, Avg : 0.32184 + +2023-06-10 15:38:21,243 - yago11k_both - [INFO] - [Epoch 327]: Training Loss: 0.001114, Valid MRR: 0.32365, + + + +2023-06-10 15:38:22,182 - yago11k_both - [INFO] - [E:328| 0]: Train Loss:0.0011653, Val MRR:0.32365, yago11k_both +2023-06-10 15:39:59,354 - yago11k_both - [INFO] - [E:328| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k_both +2023-06-10 15:41:31,530 - yago11k_both - [INFO] - [E:328| 200]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both +2023-06-10 15:43:08,702 - yago11k_both - [INFO] - [E:328| 300]: Train Loss:0.0011129, Val MRR:0.32365, yago11k_both +2023-06-10 15:44:43,282 - yago11k_both - [INFO] - [E:328| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_both +2023-06-10 15:46:18,098 - yago11k_both - [INFO] - [E:328| 500]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both +2023-06-10 15:47:54,763 - yago11k_both - [INFO] - [E:328| 600]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both +2023-06-10 15:47:54,764 - yago11k_both - [INFO] - [Epoch:328]: Training Loss:0.001114 + +2023-06-10 15:47:55,150 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 15:48:12,254 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 15:48:28,252 - yago11k_both - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.40996, Head : 0.23584, Avg : 0.3229 + +2023-06-10 15:48:28,252 - yago11k_both - [INFO] - [Epoch 328]: Training Loss: 0.0011138, Valid MRR: 0.32365, + + + +2023-06-10 15:48:29,099 - yago11k_both - [INFO] - [E:329| 0]: Train Loss:0.0011225, Val MRR:0.32365, yago11k_both +2023-06-10 15:50:06,092 - yago11k_both - [INFO] - [E:329| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k_both +2023-06-10 15:51:42,064 - yago11k_both - [INFO] - [E:329| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_both +2023-06-10 15:53:15,368 - yago11k_both - [INFO] - [E:329| 300]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_both +2023-06-10 15:54:52,541 - yago11k_both - [INFO] - [E:329| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 15:56:24,684 - yago11k_both - [INFO] - [E:329| 500]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 15:58:01,273 - yago11k_both - [INFO] - [E:329| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both +2023-06-10 15:58:01,274 - yago11k_both - [INFO] - [Epoch:329]: Training Loss:0.001114 + +2023-06-10 15:58:01,632 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 15:58:20,546 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 15:58:39,191 - yago11k_both - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.41092, Head : 0.23542, Avg : 0.32317 + MR: Tail : 649.13, Head : 1007.9, Avg : 828.51 + Hit-1: Tail : 0.32592, Head : 0.19269, Avg : 0.25931 + Hit-3: Tail : 0.44887, Head : 0.23354, Avg : 0.34121 + Hit-10: Tail : 0.57877, Head : 0.31967, Avg : 0.44922 +2023-06-10 15:58:39,191 - yago11k_both - [INFO] - [Epoch 329]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-06-10 15:58:40,231 - yago11k_both - [INFO] - [E:330| 0]: Train Loss:0.0011248, Val MRR:0.32365, yago11k_both +2023-06-10 16:00:12,388 - yago11k_both - [INFO] - [E:330| 100]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_both +2023-06-10 16:01:49,440 - yago11k_both - [INFO] - [E:330| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 16:03:21,517 - yago11k_both - [INFO] - [E:330| 300]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_both +2023-06-10 16:04:48,922 - yago11k_both - [INFO] - [E:330| 400]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both +2023-06-10 16:05:51,684 - yago11k_both - [INFO] - [E:330| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both +2023-06-10 16:06:54,020 - yago11k_both - [INFO] - [E:330| 600]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both +2023-06-10 16:06:54,020 - yago11k_both - [INFO] - [Epoch:330]: Training Loss:0.001114 + +2023-06-10 16:06:54,234 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 16:07:06,161 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 16:07:17,968 - yago11k_both - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.40969, Head : 0.2355, Avg : 0.3226 + +2023-06-10 16:07:17,968 - yago11k_both - [INFO] - [Epoch 330]: Training Loss: 0.0011137, Valid MRR: 0.32365, + + + +2023-06-10 16:07:18,602 - yago11k_both - [INFO] - [E:331| 0]: Train Loss:0.0011234, Val MRR:0.32365, yago11k_both +2023-06-10 16:08:21,739 - yago11k_both - [INFO] - [E:331| 100]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both +2023-06-10 16:09:24,985 - yago11k_both - [INFO] - [E:331| 200]: Train Loss:0.001113, Val MRR:0.32365, yago11k_both +2023-06-10 16:10:27,810 - yago11k_both - [INFO] - [E:331| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both +2023-06-10 16:11:30,710 - yago11k_both - [INFO] - [E:331| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_both +2023-06-10 16:12:33,553 - yago11k_both - [INFO] - [E:331| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both +2023-06-10 16:13:36,015 - yago11k_both - [INFO] - [E:331| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both +2023-06-10 16:13:36,015 - yago11k_both - [INFO] - [Epoch:331]: Training Loss:0.001114 + +2023-06-10 16:13:36,228 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 16:13:48,136 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 16:13:59,883 - yago11k_both - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.40977, Head : 0.23559, Avg : 0.32268 + +2023-06-10 16:13:59,883 - yago11k_both - [INFO] - [Epoch 331]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-06-10 16:14:00,518 - yago11k_both - [INFO] - [E:332| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k_both +2023-06-10 16:15:03,790 - yago11k_both - [INFO] - [E:332| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both +2023-06-10 16:16:07,042 - yago11k_both - [INFO] - [E:332| 200]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_both +2023-06-10 16:17:09,832 - yago11k_both - [INFO] - [E:332| 300]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_both +2023-06-10 16:18:13,582 - yago11k_both - [INFO] - [E:332| 400]: Train Loss:0.0011125, Val MRR:0.32365, yago11k_both +2023-06-10 16:19:16,471 - yago11k_both - [INFO] - [E:332| 500]: Train Loss:0.0011129, Val MRR:0.32365, yago11k_both +2023-06-10 16:20:19,598 - yago11k_both - [INFO] - [E:332| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both +2023-06-10 16:20:19,598 - yago11k_both - [INFO] - [Epoch:332]: Training Loss:0.001114 + +2023-06-10 16:20:19,817 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 16:20:32,238 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 16:20:44,018 - yago11k_both - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.40937, Head : 0.23358, Avg : 0.32147 + +2023-06-10 16:20:44,018 - yago11k_both - [INFO] - [Epoch 332]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-06-10 16:20:44,651 - yago11k_both - [INFO] - [E:333| 0]: Train Loss:0.0011286, Val MRR:0.32365, yago11k_both +2023-06-10 16:21:47,430 - yago11k_both - [INFO] - [E:333| 100]: Train Loss:0.0011101, Val MRR:0.32365, yago11k_both +2023-06-10 16:22:50,909 - yago11k_both - [INFO] - [E:333| 200]: Train Loss:0.0011122, Val MRR:0.32365, yago11k_both +2023-06-10 16:23:53,671 - yago11k_both - [INFO] - [E:333| 300]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both +2023-06-10 16:24:56,475 - yago11k_both - [INFO] - [E:333| 400]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_both +2023-06-10 16:25:59,359 - yago11k_both - [INFO] - [E:333| 500]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_both +2023-06-10 16:27:01,710 - yago11k_both - [INFO] - [E:333| 600]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both +2023-06-10 16:27:01,710 - yago11k_both - [INFO] - [Epoch:333]: Training Loss:0.001113 + +2023-06-10 16:27:01,923 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 16:27:13,840 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 16:27:25,588 - yago11k_both - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.40925, Head : 0.23484, Avg : 0.32205 + +2023-06-10 16:27:25,588 - yago11k_both - [INFO] - [Epoch 333]: Training Loss: 0.0011131, Valid MRR: 0.32365, + + + +2023-06-10 16:27:26,220 - yago11k_both - [INFO] - [E:334| 0]: Train Loss:0.0010928, Val MRR:0.32365, yago11k_both +2023-06-10 16:28:29,122 - yago11k_both - [INFO] - [E:334| 100]: Train Loss:0.0011117, Val MRR:0.32365, yago11k_both +2023-06-10 16:29:31,915 - yago11k_both - [INFO] - [E:334| 200]: Train Loss:0.0011119, Val MRR:0.32365, yago11k_both +2023-06-10 16:30:34,736 - yago11k_both - [INFO] - [E:334| 300]: Train Loss:0.0011124, Val MRR:0.32365, yago11k_both +2023-06-10 16:31:38,360 - yago11k_both - [INFO] - [E:334| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k_both +2023-06-10 16:32:41,901 - yago11k_both - [INFO] - [E:334| 500]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both +2023-06-10 16:33:44,268 - yago11k_both - [INFO] - [E:334| 600]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 16:33:44,268 - yago11k_both - [INFO] - [Epoch:334]: Training Loss:0.001113 + +2023-06-10 16:33:44,482 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 16:33:56,406 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 16:34:08,166 - yago11k_both - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.40984, Head : 0.23335, Avg : 0.32159 + +2023-06-10 16:34:08,166 - yago11k_both - [INFO] - [Epoch 334]: Training Loss: 0.0011133, Valid MRR: 0.32365, + + + +2023-06-10 16:34:08,803 - yago11k_both - [INFO] - [E:335| 0]: Train Loss:0.0011105, Val MRR:0.32365, yago11k_both +2023-06-10 16:35:11,541 - yago11k_both - [INFO] - [E:335| 100]: Train Loss:0.0011121, Val MRR:0.32365, yago11k_both +2023-06-10 16:36:15,072 - yago11k_both - [INFO] - [E:335| 200]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_both +2023-06-10 16:37:18,580 - yago11k_both - [INFO] - [E:335| 300]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_both +2023-06-10 16:38:22,743 - yago11k_both - [INFO] - [E:335| 400]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_both +2023-06-10 16:39:26,365 - yago11k_both - [INFO] - [E:335| 500]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_both +2023-06-10 16:40:28,777 - yago11k_both - [INFO] - [E:335| 600]: Train Loss:0.0011129, Val MRR:0.32365, yago11k_both +2023-06-10 16:40:28,778 - yago11k_both - [INFO] - [Epoch:335]: Training Loss:0.001113 + +2023-06-10 16:40:28,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 16:40:41,532 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 16:40:53,434 - yago11k_both - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.41448, Head : 0.23282, Avg : 0.32365 + +2023-06-10 16:40:53,434 - yago11k_both - [INFO] - [Epoch 335]: Training Loss: 0.0011129, Valid MRR: 0.32365, + + + +2023-06-10 16:40:54,069 - yago11k_both - [INFO] - [E:336| 0]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both +2023-06-10 16:42:02,741 - yago11k_both - [INFO] - [E:336| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_both +2023-06-10 16:43:24,259 - yago11k_both - [INFO] - [E:336| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both +2023-06-10 16:45:01,426 - yago11k_both - [INFO] - [E:336| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both +2023-06-10 16:46:09,822 - yago11k_both - [INFO] - [E:336| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k_both +2023-06-10 16:47:13,368 - yago11k_both - [INFO] - [E:336| 500]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_both +2023-06-10 16:48:36,119 - yago11k_both - [INFO] - [E:336| 600]: Train Loss:0.001113, Val MRR:0.32365, yago11k_both +2023-06-10 16:48:36,119 - yago11k_both - [INFO] - [Epoch:336]: Training Loss:0.001113 + +2023-06-10 16:48:36,452 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 16:48:55,333 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 16:49:13,952 - yago11k_both - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.41547, Head : 0.23417, Avg : 0.32482 + +2023-06-10 16:49:15,083 - yago11k_both - [INFO] - [Epoch 336]: Training Loss: 0.001113, Valid MRR: 0.32482, + + + +2023-06-10 16:49:16,037 - yago11k_both - [INFO] - [E:337| 0]: Train Loss:0.0011256, Val MRR:0.32482, yago11k_both +2023-06-10 16:50:41,296 - yago11k_both - [INFO] - [E:337| 100]: Train Loss:0.0011139, Val MRR:0.32482, yago11k_both +2023-06-10 16:51:49,660 - yago11k_both - [INFO] - [E:337| 200]: Train Loss:0.0011118, Val MRR:0.32482, yago11k_both +2023-06-10 16:53:26,840 - yago11k_both - [INFO] - [E:337| 300]: Train Loss:0.0011125, Val MRR:0.32482, yago11k_both +2023-06-10 16:54:59,222 - yago11k_both - [INFO] - [E:337| 400]: Train Loss:0.0011118, Val MRR:0.32482, yago11k_both +2023-06-10 16:56:36,405 - yago11k_both - [INFO] - [E:337| 500]: Train Loss:0.0011123, Val MRR:0.32482, yago11k_both +2023-06-10 16:58:10,067 - yago11k_both - [INFO] - [E:337| 600]: Train Loss:0.0011127, Val MRR:0.32482, yago11k_both +2023-06-10 16:58:10,067 - yago11k_both - [INFO] - [Epoch:337]: Training Loss:0.001113 + +2023-06-10 16:58:10,414 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 16:58:29,314 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 16:58:47,953 - yago11k_both - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.41327, Head : 0.23438, Avg : 0.32383 + +2023-06-10 16:58:47,953 - yago11k_both - [INFO] - [Epoch 337]: Training Loss: 0.0011127, Valid MRR: 0.32482, + + + +2023-06-10 16:58:48,957 - yago11k_both - [INFO] - [E:338| 0]: Train Loss:0.0010943, Val MRR:0.32482, yago11k_both +2023-06-10 17:00:24,822 - yago11k_both - [INFO] - [E:338| 100]: Train Loss:0.001114, Val MRR:0.32482, yago11k_both +2023-06-10 17:02:00,629 - yago11k_both - [INFO] - [E:338| 200]: Train Loss:0.0011137, Val MRR:0.32482, yago11k_both +2023-06-10 17:03:34,996 - yago11k_both - [INFO] - [E:338| 300]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_both +2023-06-10 17:05:12,214 - yago11k_both - [INFO] - [E:338| 400]: Train Loss:0.0011124, Val MRR:0.32482, yago11k_both +2023-06-10 17:06:46,811 - yago11k_both - [INFO] - [E:338| 500]: Train Loss:0.0011125, Val MRR:0.32482, yago11k_both +2023-06-10 17:08:23,382 - yago11k_both - [INFO] - [E:338| 600]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_both +2023-06-10 17:08:23,382 - yago11k_both - [INFO] - [Epoch:338]: Training Loss:0.001113 + +2023-06-10 17:08:23,703 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 17:08:42,672 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 17:09:01,307 - yago11k_both - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.41294, Head : 0.23356, Avg : 0.32325 + +2023-06-10 17:09:01,307 - yago11k_both - [INFO] - [Epoch 338]: Training Loss: 0.0011129, Valid MRR: 0.32482, + + + +2023-06-10 17:09:02,294 - yago11k_both - [INFO] - [E:339| 0]: Train Loss:0.0011311, Val MRR:0.32482, yago11k_both +2023-06-10 17:10:36,647 - yago11k_both - [INFO] - [E:339| 100]: Train Loss:0.001111, Val MRR:0.32482, yago11k_both +2023-06-10 17:12:12,161 - yago11k_both - [INFO] - [E:339| 200]: Train Loss:0.0011134, Val MRR:0.32482, yago11k_both +2023-06-10 17:13:48,128 - yago11k_both - [INFO] - [E:339| 300]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_both +2023-06-10 17:15:22,745 - yago11k_both - [INFO] - [E:339| 400]: Train Loss:0.0011125, Val MRR:0.32482, yago11k_both +2023-06-10 17:16:59,725 - yago11k_both - [INFO] - [E:339| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_both +2023-06-10 17:18:33,410 - yago11k_both - [INFO] - [E:339| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_both +2023-06-10 17:18:33,411 - yago11k_both - [INFO] - [Epoch:339]: Training Loss:0.001113 + +2023-06-10 17:18:33,761 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 17:18:52,654 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 17:19:11,281 - yago11k_both - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.41288, Head : 0.23298, Avg : 0.32293 + MR: Tail : 639.02, Head : 983.52, Avg : 811.27 + Hit-1: Tail : 0.33287, Head : 0.19075, Avg : 0.26181 + Hit-3: Tail : 0.44123, Head : 0.23145, Avg : 0.33634 + Hit-10: Tail : 0.57877, Head : 0.31328, Avg : 0.44603 +2023-06-10 17:19:11,281 - yago11k_both - [INFO] - [Epoch 339]: Training Loss: 0.0011126, Valid MRR: 0.32482, + + + +2023-06-10 17:19:12,282 - yago11k_both - [INFO] - [E:340| 0]: Train Loss:0.0011341, Val MRR:0.32482, yago11k_both +2023-06-10 17:20:49,475 - yago11k_both - [INFO] - [E:340| 100]: Train Loss:0.0011128, Val MRR:0.32482, yago11k_both +2023-06-10 17:22:24,001 - yago11k_both - [INFO] - [E:340| 200]: Train Loss:0.0011122, Val MRR:0.32482, yago11k_both +2023-06-10 17:23:59,376 - yago11k_both - [INFO] - [E:340| 300]: Train Loss:0.0011118, Val MRR:0.32482, yago11k_both +2023-06-10 17:25:35,964 - yago11k_both - [INFO] - [E:340| 400]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_both +2023-06-10 17:27:10,760 - yago11k_both - [INFO] - [E:340| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_both +2023-06-10 17:28:47,453 - yago11k_both - [INFO] - [E:340| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_both +2023-06-10 17:28:47,453 - yago11k_both - [INFO] - [Epoch:340]: Training Loss:0.001113 + +2023-06-10 17:28:47,747 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 17:29:06,730 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 17:29:25,463 - yago11k_both - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.41557, Head : 0.23429, Avg : 0.32493 + +2023-06-10 17:29:26,505 - yago11k_both - [INFO] - [Epoch 340]: Training Loss: 0.0011126, Valid MRR: 0.32493, + + + +2023-06-10 17:29:27,472 - yago11k_both - [INFO] - [E:341| 0]: Train Loss:0.0011123, Val MRR:0.32493, yago11k_both +2023-06-10 17:31:01,957 - yago11k_both - [INFO] - [E:341| 100]: Train Loss:0.0011135, Val MRR:0.32493, yago11k_both +2023-06-10 17:32:38,453 - yago11k_both - [INFO] - [E:341| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k_both +2023-06-10 17:34:13,697 - yago11k_both - [INFO] - [E:341| 300]: Train Loss:0.0011129, Val MRR:0.32493, yago11k_both +2023-06-10 17:35:48,071 - yago11k_both - [INFO] - [E:341| 400]: Train Loss:0.0011124, Val MRR:0.32493, yago11k_both +2023-06-10 17:37:25,211 - yago11k_both - [INFO] - [E:341| 500]: Train Loss:0.0011125, Val MRR:0.32493, yago11k_both +2023-06-10 17:38:59,146 - yago11k_both - [INFO] - [E:341| 600]: Train Loss:0.0011125, Val MRR:0.32493, yago11k_both +2023-06-10 17:38:59,146 - yago11k_both - [INFO] - [Epoch:341]: Training Loss:0.001113 + +2023-06-10 17:38:59,513 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 17:39:18,416 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 17:39:37,050 - yago11k_both - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.41371, Head : 0.23347, Avg : 0.32359 + +2023-06-10 17:39:37,050 - yago11k_both - [INFO] - [Epoch 341]: Training Loss: 0.0011125, Valid MRR: 0.32493, + + + +2023-06-10 17:39:38,044 - yago11k_both - [INFO] - [E:342| 0]: Train Loss:0.0011157, Val MRR:0.32493, yago11k_both +2023-06-10 17:41:15,096 - yago11k_both - [INFO] - [E:342| 100]: Train Loss:0.0011128, Val MRR:0.32493, yago11k_both +2023-06-10 17:42:49,527 - yago11k_both - [INFO] - [E:342| 200]: Train Loss:0.0011115, Val MRR:0.32493, yago11k_both +2023-06-10 17:44:25,931 - yago11k_both - [INFO] - [E:342| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_both +2023-06-10 17:46:01,667 - yago11k_both - [INFO] - [E:342| 400]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_both +2023-06-10 17:47:36,147 - yago11k_both - [INFO] - [E:342| 500]: Train Loss:0.001112, Val MRR:0.32493, yago11k_both +2023-06-10 17:49:12,719 - yago11k_both - [INFO] - [E:342| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k_both +2023-06-10 17:49:12,720 - yago11k_both - [INFO] - [Epoch:342]: Training Loss:0.001112 + +2023-06-10 17:49:13,069 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 17:49:32,003 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 17:49:50,728 - yago11k_both - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.41023, Head : 0.23437, Avg : 0.3223 + +2023-06-10 17:49:50,728 - yago11k_both - [INFO] - [Epoch 342]: Training Loss: 0.0011122, Valid MRR: 0.32493, + + + +2023-06-10 17:49:51,671 - yago11k_both - [INFO] - [E:343| 0]: Train Loss:0.0011067, Val MRR:0.32493, yago11k_both +2023-06-10 17:51:26,502 - yago11k_both - [INFO] - [E:343| 100]: Train Loss:0.001111, Val MRR:0.32493, yago11k_both +2023-06-10 17:53:03,759 - yago11k_both - [INFO] - [E:343| 200]: Train Loss:0.0011117, Val MRR:0.32493, yago11k_both +2023-06-10 17:54:38,717 - yago11k_both - [INFO] - [E:343| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_both +2023-06-10 17:56:14,432 - yago11k_both - [INFO] - [E:343| 400]: Train Loss:0.0011115, Val MRR:0.32493, yago11k_both +2023-06-10 17:57:50,775 - yago11k_both - [INFO] - [E:343| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_both +2023-06-10 17:59:24,584 - yago11k_both - [INFO] - [E:343| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k_both +2023-06-10 17:59:24,584 - yago11k_both - [INFO] - [Epoch:343]: Training Loss:0.001112 + +2023-06-10 17:59:24,950 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 17:59:43,852 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 18:00:02,546 - yago11k_both - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.41107, Head : 0.23503, Avg : 0.32305 + +2023-06-10 18:00:02,546 - yago11k_both - [INFO] - [Epoch 343]: Training Loss: 0.0011122, Valid MRR: 0.32493, + + + +2023-06-10 18:00:03,491 - yago11k_both - [INFO] - [E:344| 0]: Train Loss:0.001113, Val MRR:0.32493, yago11k_both +2023-06-10 18:01:40,543 - yago11k_both - [INFO] - [E:344| 100]: Train Loss:0.0011112, Val MRR:0.32493, yago11k_both +2023-06-10 18:03:15,268 - yago11k_both - [INFO] - [E:344| 200]: Train Loss:0.001111, Val MRR:0.32493, yago11k_both +2023-06-10 18:04:52,364 - yago11k_both - [INFO] - [E:344| 300]: Train Loss:0.0011109, Val MRR:0.32493, yago11k_both +2023-06-10 18:06:27,279 - yago11k_both - [INFO] - [E:344| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_both +2023-06-10 18:08:02,572 - yago11k_both - [INFO] - [E:344| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_both +2023-06-10 18:09:38,429 - yago11k_both - [INFO] - [E:344| 600]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_both +2023-06-10 18:09:38,429 - yago11k_both - [INFO] - [Epoch:344]: Training Loss:0.001112 + +2023-06-10 18:09:38,791 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 18:09:57,823 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 18:10:16,444 - yago11k_both - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.40993, Head : 0.23488, Avg : 0.3224 + +2023-06-10 18:10:16,444 - yago11k_both - [INFO] - [Epoch 344]: Training Loss: 0.0011121, Valid MRR: 0.32493, + + + +2023-06-10 18:10:17,436 - yago11k_both - [INFO] - [E:345| 0]: Train Loss:0.0010998, Val MRR:0.32493, yago11k_both +2023-06-10 18:11:51,922 - yago11k_both - [INFO] - [E:345| 100]: Train Loss:0.0011086, Val MRR:0.32493, yago11k_both +2023-06-10 18:13:29,119 - yago11k_both - [INFO] - [E:345| 200]: Train Loss:0.0011111, Val MRR:0.32493, yago11k_both +2023-06-10 18:15:03,953 - yago11k_both - [INFO] - [E:345| 300]: Train Loss:0.0011112, Val MRR:0.32493, yago11k_both +2023-06-10 18:16:41,266 - yago11k_both - [INFO] - [E:345| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_both +2023-06-10 18:18:15,907 - yago11k_both - [INFO] - [E:345| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_both +2023-06-10 18:19:50,426 - yago11k_both - [INFO] - [E:345| 600]: Train Loss:0.0011118, Val MRR:0.32493, yago11k_both +2023-06-10 18:19:50,427 - yago11k_both - [INFO] - [Epoch:345]: Training Loss:0.001112 + +2023-06-10 18:19:50,717 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 18:20:09,038 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 18:20:27,670 - yago11k_both - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.41234, Head : 0.23477, Avg : 0.32356 + +2023-06-10 18:20:27,670 - yago11k_both - [INFO] - [Epoch 345]: Training Loss: 0.0011118, Valid MRR: 0.32493, + + + +2023-06-10 18:20:28,685 - yago11k_both - [INFO] - [E:346| 0]: Train Loss:0.0011268, Val MRR:0.32493, yago11k_both +2023-06-10 18:22:05,810 - yago11k_both - [INFO] - [E:346| 100]: Train Loss:0.0011132, Val MRR:0.32493, yago11k_both +2023-06-10 18:23:40,635 - yago11k_both - [INFO] - [E:346| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k_both +2023-06-10 18:25:17,608 - yago11k_both - [INFO] - [E:346| 300]: Train Loss:0.0011119, Val MRR:0.32493, yago11k_both +2023-06-10 18:26:52,291 - yago11k_both - [INFO] - [E:346| 400]: Train Loss:0.001112, Val MRR:0.32493, yago11k_both +2023-06-10 18:28:29,449 - yago11k_both - [INFO] - [E:346| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_both +2023-06-10 18:30:03,377 - yago11k_both - [INFO] - [E:346| 600]: Train Loss:0.0011119, Val MRR:0.32493, yago11k_both +2023-06-10 18:30:03,378 - yago11k_both - [INFO] - [Epoch:346]: Training Loss:0.001112 + +2023-06-10 18:30:03,749 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 18:30:22,676 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 18:30:41,408 - yago11k_both - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.41467, Head : 0.23472, Avg : 0.32469 + +2023-06-10 18:30:41,409 - yago11k_both - [INFO] - [Epoch 346]: Training Loss: 0.0011119, Valid MRR: 0.32493, + + + +2023-06-10 18:30:42,351 - yago11k_both - [INFO] - [E:347| 0]: Train Loss:0.0011001, Val MRR:0.32493, yago11k_both +2023-06-10 18:32:16,974 - yago11k_both - [INFO] - [E:347| 100]: Train Loss:0.0011127, Val MRR:0.32493, yago11k_both +2023-06-10 18:33:54,218 - yago11k_both - [INFO] - [E:347| 200]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_both +2023-06-10 18:35:29,017 - yago11k_both - [INFO] - [E:347| 300]: Train Loss:0.0011111, Val MRR:0.32493, yago11k_both +2023-06-10 18:37:06,429 - yago11k_both - [INFO] - [E:347| 400]: Train Loss:0.0011112, Val MRR:0.32493, yago11k_both +2023-06-10 18:38:41,205 - yago11k_both - [INFO] - [E:347| 500]: Train Loss:0.0011115, Val MRR:0.32493, yago11k_both +2023-06-10 18:40:17,309 - yago11k_both - [INFO] - [E:347| 600]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_both +2023-06-10 18:40:17,309 - yago11k_both - [INFO] - [Epoch:347]: Training Loss:0.001111 + +2023-06-10 18:40:17,599 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 18:40:34,436 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 18:40:53,148 - yago11k_both - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.40955, Head : 0.23336, Avg : 0.32146 + +2023-06-10 18:40:53,148 - yago11k_both - [INFO] - [Epoch 347]: Training Loss: 0.0011114, Valid MRR: 0.32493, + + + +2023-06-10 18:40:54,092 - yago11k_both - [INFO] - [E:348| 0]: Train Loss:0.0011033, Val MRR:0.32493, yago11k_both +2023-06-10 18:42:31,368 - yago11k_both - [INFO] - [E:348| 100]: Train Loss:0.0011125, Val MRR:0.32493, yago11k_both +2023-06-10 18:44:06,184 - yago11k_both - [INFO] - [E:348| 200]: Train Loss:0.0011124, Val MRR:0.32493, yago11k_both +2023-06-10 18:45:43,523 - yago11k_both - [INFO] - [E:348| 300]: Train Loss:0.0011117, Val MRR:0.32493, yago11k_both +2023-06-10 18:47:18,412 - yago11k_both - [INFO] - [E:348| 400]: Train Loss:0.0011119, Val MRR:0.32493, yago11k_both +2023-06-10 18:48:55,686 - yago11k_both - [INFO] - [E:348| 500]: Train Loss:0.0011118, Val MRR:0.32493, yago11k_both +2023-06-10 18:50:29,775 - yago11k_both - [INFO] - [E:348| 600]: Train Loss:0.0011117, Val MRR:0.32493, yago11k_both +2023-06-10 18:50:29,775 - yago11k_both - [INFO] - [Epoch:348]: Training Loss:0.001112 + +2023-06-10 18:50:30,071 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 18:50:49,059 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 18:51:07,708 - yago11k_both - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.41643, Head : 0.23419, Avg : 0.32531 + +2023-06-10 18:51:08,839 - yago11k_both - [INFO] - [Epoch 348]: Training Loss: 0.0011117, Valid MRR: 0.32531, + + + +2023-06-10 18:51:09,784 - yago11k_both - [INFO] - [E:349| 0]: Train Loss:0.0011171, Val MRR:0.32531, yago11k_both +2023-06-10 18:52:44,335 - yago11k_both - [INFO] - [E:349| 100]: Train Loss:0.0011087, Val MRR:0.32531, yago11k_both +2023-06-10 18:54:21,540 - yago11k_both - [INFO] - [E:349| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k_both +2023-06-10 18:55:56,101 - yago11k_both - [INFO] - [E:349| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both +2023-06-10 18:57:33,562 - yago11k_both - [INFO] - [E:349| 400]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both +2023-06-10 18:59:08,355 - yago11k_both - [INFO] - [E:349| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_both +2023-06-10 19:00:44,925 - yago11k_both - [INFO] - [E:349| 600]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both +2023-06-10 19:00:44,925 - yago11k_both - [INFO] - [Epoch:349]: Training Loss:0.001111 + +2023-06-10 19:00:45,206 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 19:01:01,580 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 19:01:20,330 - yago11k_both - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.41184, Head : 0.23437, Avg : 0.3231 + MR: Tail : 668.75, Head : 990.1, Avg : 829.42 + Hit-1: Tail : 0.33079, Head : 0.192, Avg : 0.26139 + Hit-3: Tail : 0.44887, Head : 0.23131, Avg : 0.34009 + Hit-10: Tail : 0.57474, Head : 0.31801, Avg : 0.44637 +2023-06-10 19:01:20,330 - yago11k_both - [INFO] - [Epoch 349]: Training Loss: 0.0011114, Valid MRR: 0.32531, + + + +2023-06-10 19:01:21,267 - yago11k_both - [INFO] - [E:350| 0]: Train Loss:0.0011127, Val MRR:0.32531, yago11k_both +2023-06-10 19:02:58,389 - yago11k_both - [INFO] - [E:350| 100]: Train Loss:0.0011109, Val MRR:0.32531, yago11k_both +2023-06-10 19:04:33,155 - yago11k_both - [INFO] - [E:350| 200]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both +2023-06-10 19:06:10,427 - yago11k_both - [INFO] - [E:350| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both +2023-06-10 19:07:45,270 - yago11k_both - [INFO] - [E:350| 400]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_both +2023-06-10 19:09:22,565 - yago11k_both - [INFO] - [E:350| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both +2023-06-10 19:10:56,684 - yago11k_both - [INFO] - [E:350| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_both +2023-06-10 19:10:56,685 - yago11k_both - [INFO] - [Epoch:350]: Training Loss:0.001111 + +2023-06-10 19:10:57,030 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 19:11:15,961 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 19:11:34,692 - yago11k_both - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.40795, Head : 0.23269, Avg : 0.32032 + +2023-06-10 19:11:34,692 - yago11k_both - [INFO] - [Epoch 350]: Training Loss: 0.0011113, Valid MRR: 0.32531, + + + +2023-06-10 19:11:35,664 - yago11k_both - [INFO] - [E:351| 0]: Train Loss:0.0011166, Val MRR:0.32531, yago11k_both +2023-06-10 19:13:10,407 - yago11k_both - [INFO] - [E:351| 100]: Train Loss:0.0011093, Val MRR:0.32531, yago11k_both +2023-06-10 19:14:47,976 - yago11k_both - [INFO] - [E:351| 200]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_both +2023-06-10 19:16:22,765 - yago11k_both - [INFO] - [E:351| 300]: Train Loss:0.0011117, Val MRR:0.32531, yago11k_both +2023-06-10 19:18:00,050 - yago11k_both - [INFO] - [E:351| 400]: Train Loss:0.0011116, Val MRR:0.32531, yago11k_both +2023-06-10 19:19:34,978 - yago11k_both - [INFO] - [E:351| 500]: Train Loss:0.0011116, Val MRR:0.32531, yago11k_both +2023-06-10 19:21:11,584 - yago11k_both - [INFO] - [E:351| 600]: Train Loss:0.0011115, Val MRR:0.32531, yago11k_both +2023-06-10 19:21:11,585 - yago11k_both - [INFO] - [Epoch:351]: Training Loss:0.001112 + +2023-06-10 19:21:11,905 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 19:21:28,573 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 19:21:46,879 - yago11k_both - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.41226, Head : 0.23622, Avg : 0.32424 + +2023-06-10 19:21:46,879 - yago11k_both - [INFO] - [Epoch 351]: Training Loss: 0.0011115, Valid MRR: 0.32531, + + + +2023-06-10 19:21:47,874 - yago11k_both - [INFO] - [E:352| 0]: Train Loss:0.001094, Val MRR:0.32531, yago11k_both +2023-06-10 19:23:25,203 - yago11k_both - [INFO] - [E:352| 100]: Train Loss:0.0011097, Val MRR:0.32531, yago11k_both +2023-06-10 19:24:59,993 - yago11k_both - [INFO] - [E:352| 200]: Train Loss:0.0011116, Val MRR:0.32531, yago11k_both +2023-06-10 19:26:37,455 - yago11k_both - [INFO] - [E:352| 300]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_both +2023-06-10 19:28:12,232 - yago11k_both - [INFO] - [E:352| 400]: Train Loss:0.0011109, Val MRR:0.32531, yago11k_both +2023-06-10 19:29:49,760 - yago11k_both - [INFO] - [E:352| 500]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both +2023-06-10 19:31:23,980 - yago11k_both - [INFO] - [E:352| 600]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_both +2023-06-10 19:31:23,980 - yago11k_both - [INFO] - [Epoch:352]: Training Loss:0.001111 + +2023-06-10 19:31:24,312 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 19:31:43,259 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 19:32:01,917 - yago11k_both - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.41012, Head : 0.23674, Avg : 0.32343 + +2023-06-10 19:32:01,917 - yago11k_both - [INFO] - [Epoch 352]: Training Loss: 0.0011112, Valid MRR: 0.32531, + + + +2023-06-10 19:32:02,896 - yago11k_both - [INFO] - [E:353| 0]: Train Loss:0.0011287, Val MRR:0.32531, yago11k_both +2023-06-10 19:33:37,797 - yago11k_both - [INFO] - [E:353| 100]: Train Loss:0.00111, Val MRR:0.32531, yago11k_both +2023-06-10 19:35:15,032 - yago11k_both - [INFO] - [E:353| 200]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both +2023-06-10 19:36:49,968 - yago11k_both - [INFO] - [E:353| 300]: Train Loss:0.001111, Val MRR:0.32531, yago11k_both +2023-06-10 19:38:27,308 - yago11k_both - [INFO] - [E:353| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both +2023-06-10 19:40:02,125 - yago11k_both - [INFO] - [E:353| 500]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both +2023-06-10 19:41:38,750 - yago11k_both - [INFO] - [E:353| 600]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_both +2023-06-10 19:41:38,750 - yago11k_both - [INFO] - [Epoch:353]: Training Loss:0.001111 + +2023-06-10 19:41:39,086 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 19:41:56,245 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 19:42:14,111 - yago11k_both - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.41174, Head : 0.23477, Avg : 0.32325 + +2023-06-10 19:42:14,111 - yago11k_both - [INFO] - [Epoch 353]: Training Loss: 0.0011107, Valid MRR: 0.32531, + + + +2023-06-10 19:42:15,111 - yago11k_both - [INFO] - [E:354| 0]: Train Loss:0.0011032, Val MRR:0.32531, yago11k_both +2023-06-10 19:43:52,350 - yago11k_both - [INFO] - [E:354| 100]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both +2023-06-10 19:45:26,978 - yago11k_both - [INFO] - [E:354| 200]: Train Loss:0.0011093, Val MRR:0.32531, yago11k_both +2023-06-10 19:47:04,436 - yago11k_both - [INFO] - [E:354| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both +2023-06-10 19:48:39,232 - yago11k_both - [INFO] - [E:354| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both +2023-06-10 19:50:16,610 - yago11k_both - [INFO] - [E:354| 500]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both +2023-06-10 19:51:50,690 - yago11k_both - [INFO] - [E:354| 600]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both +2023-06-10 19:51:50,690 - yago11k_both - [INFO] - [Epoch:354]: Training Loss:0.001111 + +2023-06-10 19:51:51,071 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 19:52:09,964 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 19:52:28,703 - yago11k_both - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.41285, Head : 0.23582, Avg : 0.32434 + +2023-06-10 19:52:28,703 - yago11k_both - [INFO] - [Epoch 354]: Training Loss: 0.0011111, Valid MRR: 0.32531, + + + +2023-06-10 19:52:29,694 - yago11k_both - [INFO] - [E:355| 0]: Train Loss:0.0010886, Val MRR:0.32531, yago11k_both +2023-06-10 19:54:04,518 - yago11k_both - [INFO] - [E:355| 100]: Train Loss:0.0011075, Val MRR:0.32531, yago11k_both +2023-06-10 19:55:41,880 - yago11k_both - [INFO] - [E:355| 200]: Train Loss:0.0011097, Val MRR:0.32531, yago11k_both +2023-06-10 19:57:16,578 - yago11k_both - [INFO] - [E:355| 300]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_both +2023-06-10 19:58:54,008 - yago11k_both - [INFO] - [E:355| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_both +2023-06-10 20:00:28,884 - yago11k_both - [INFO] - [E:355| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both +2023-06-10 20:02:05,380 - yago11k_both - [INFO] - [E:355| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_both +2023-06-10 20:02:05,380 - yago11k_both - [INFO] - [Epoch:355]: Training Loss:0.001111 + +2023-06-10 20:02:05,745 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 20:02:23,811 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 20:02:40,686 - yago11k_both - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.40854, Head : 0.23383, Avg : 0.32118 + +2023-06-10 20:02:40,686 - yago11k_both - [INFO] - [Epoch 355]: Training Loss: 0.0011113, Valid MRR: 0.32531, + + + +2023-06-10 20:02:41,688 - yago11k_both - [INFO] - [E:356| 0]: Train Loss:0.0011346, Val MRR:0.32531, yago11k_both +2023-06-10 20:04:18,971 - yago11k_both - [INFO] - [E:356| 100]: Train Loss:0.0011136, Val MRR:0.32531, yago11k_both +2023-06-10 20:05:53,635 - yago11k_both - [INFO] - [E:356| 200]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_both +2023-06-10 20:07:30,896 - yago11k_both - [INFO] - [E:356| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both +2023-06-10 20:09:05,584 - yago11k_both - [INFO] - [E:356| 400]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both +2023-06-10 20:10:42,813 - yago11k_both - [INFO] - [E:356| 500]: Train Loss:0.0011108, Val MRR:0.32531, yago11k_both +2023-06-10 20:12:16,983 - yago11k_both - [INFO] - [E:356| 600]: Train Loss:0.001111, Val MRR:0.32531, yago11k_both +2023-06-10 20:12:16,984 - yago11k_both - [INFO] - [Epoch:356]: Training Loss:0.001111 + +2023-06-10 20:12:17,356 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 20:12:36,314 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 20:12:54,986 - yago11k_both - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.41356, Head : 0.23486, Avg : 0.32421 + +2023-06-10 20:12:54,986 - yago11k_both - [INFO] - [Epoch 356]: Training Loss: 0.001111, Valid MRR: 0.32531, + + + +2023-06-10 20:12:55,988 - yago11k_both - [INFO] - [E:357| 0]: Train Loss:0.0011066, Val MRR:0.32531, yago11k_both +2023-06-10 20:14:30,781 - yago11k_both - [INFO] - [E:357| 100]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_both +2023-06-10 20:16:08,136 - yago11k_both - [INFO] - [E:357| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k_both +2023-06-10 20:17:43,002 - yago11k_both - [INFO] - [E:357| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both +2023-06-10 20:19:20,359 - yago11k_both - [INFO] - [E:357| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_both +2023-06-10 20:20:55,172 - yago11k_both - [INFO] - [E:357| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_both +2023-06-10 20:22:31,747 - yago11k_both - [INFO] - [E:357| 600]: Train Loss:0.0011109, Val MRR:0.32531, yago11k_both +2023-06-10 20:22:31,748 - yago11k_both - [INFO] - [Epoch:357]: Training Loss:0.001111 + +2023-06-10 20:22:32,109 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 20:22:51,042 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 20:23:07,200 - yago11k_both - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.4119, Head : 0.23587, Avg : 0.32389 + +2023-06-10 20:23:07,200 - yago11k_both - [INFO] - [Epoch 357]: Training Loss: 0.0011109, Valid MRR: 0.32531, + + + +2023-06-10 20:23:08,142 - yago11k_both - [INFO] - [E:358| 0]: Train Loss:0.0011119, Val MRR:0.32531, yago11k_both +2023-06-10 20:24:45,496 - yago11k_both - [INFO] - [E:358| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k_both +2023-06-10 20:26:20,320 - yago11k_both - [INFO] - [E:358| 200]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both +2023-06-10 20:27:57,619 - yago11k_both - [INFO] - [E:358| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both +2023-06-10 20:29:32,492 - yago11k_both - [INFO] - [E:358| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both +2023-06-10 20:31:09,753 - yago11k_both - [INFO] - [E:358| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_both +2023-06-10 20:32:43,937 - yago11k_both - [INFO] - [E:358| 600]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both +2023-06-10 20:32:43,937 - yago11k_both - [INFO] - [Epoch:358]: Training Loss:0.00111 + +2023-06-10 20:32:44,304 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 20:33:03,215 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 20:33:21,938 - yago11k_both - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.40989, Head : 0.23456, Avg : 0.32222 + +2023-06-10 20:33:21,938 - yago11k_both - [INFO] - [Epoch 358]: Training Loss: 0.0011105, Valid MRR: 0.32531, + + + +2023-06-10 20:33:22,873 - yago11k_both - [INFO] - [E:359| 0]: Train Loss:0.0011195, Val MRR:0.32531, yago11k_both +2023-06-10 20:34:57,722 - yago11k_both - [INFO] - [E:359| 100]: Train Loss:0.0011092, Val MRR:0.32531, yago11k_both +2023-06-10 20:36:35,028 - yago11k_both - [INFO] - [E:359| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k_both +2023-06-10 20:38:09,865 - yago11k_both - [INFO] - [E:359| 300]: Train Loss:0.0011099, Val MRR:0.32531, yago11k_both +2023-06-10 20:39:47,013 - yago11k_both - [INFO] - [E:359| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both +2023-06-10 20:41:21,912 - yago11k_both - [INFO] - [E:359| 500]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both +2023-06-10 20:42:58,648 - yago11k_both - [INFO] - [E:359| 600]: Train Loss:0.0011099, Val MRR:0.32531, yago11k_both +2023-06-10 20:42:58,648 - yago11k_both - [INFO] - [Epoch:359]: Training Loss:0.00111 + +2023-06-10 20:42:59,003 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 20:43:17,903 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 20:43:34,230 - yago11k_both - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.41208, Head : 0.2354, Avg : 0.32374 + MR: Tail : 631.35, Head : 995.35, Avg : 813.35 + Hit-1: Tail : 0.32759, Head : 0.19241, Avg : 0.26 + Hit-3: Tail : 0.45179, Head : 0.23451, Avg : 0.34315 + Hit-10: Tail : 0.57655, Head : 0.31412, Avg : 0.44533 +2023-06-10 20:43:34,230 - yago11k_both - [INFO] - [Epoch 359]: Training Loss: 0.0011099, Valid MRR: 0.32531, + + + +2023-06-10 20:43:35,049 - yago11k_both - [INFO] - [E:360| 0]: Train Loss:0.0011155, Val MRR:0.32531, yago11k_both +2023-06-10 20:45:12,213 - yago11k_both - [INFO] - [E:360| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k_both +2023-06-10 20:46:47,071 - yago11k_both - [INFO] - [E:360| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k_both +2023-06-10 20:48:24,331 - yago11k_both - [INFO] - [E:360| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both +2023-06-10 20:49:58,771 - yago11k_both - [INFO] - [E:360| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both +2023-06-10 20:51:35,946 - yago11k_both - [INFO] - [E:360| 500]: Train Loss:0.0011101, Val MRR:0.32531, yago11k_both +2023-06-10 20:53:10,142 - yago11k_both - [INFO] - [E:360| 600]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both +2023-06-10 20:53:10,142 - yago11k_both - [INFO] - [Epoch:360]: Training Loss:0.00111 + +2023-06-10 20:53:10,493 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 20:53:29,385 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 20:53:48,066 - yago11k_both - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.41257, Head : 0.23483, Avg : 0.3237 + +2023-06-10 20:53:48,066 - yago11k_both - [INFO] - [Epoch 360]: Training Loss: 0.0011103, Valid MRR: 0.32531, + + + +2023-06-10 20:53:49,012 - yago11k_both - [INFO] - [E:361| 0]: Train Loss:0.0010965, Val MRR:0.32531, yago11k_both +2023-06-10 20:55:23,962 - yago11k_both - [INFO] - [E:361| 100]: Train Loss:0.0011086, Val MRR:0.32531, yago11k_both +2023-06-10 20:57:01,262 - yago11k_both - [INFO] - [E:361| 200]: Train Loss:0.0011094, Val MRR:0.32531, yago11k_both +2023-06-10 20:58:36,270 - yago11k_both - [INFO] - [E:361| 300]: Train Loss:0.0011098, Val MRR:0.32531, yago11k_both +2023-06-10 21:00:13,494 - yago11k_both - [INFO] - [E:361| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both +2023-06-10 21:01:48,147 - yago11k_both - [INFO] - [E:361| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_both +2023-06-10 21:03:24,510 - yago11k_both - [INFO] - [E:361| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both +2023-06-10 21:03:24,510 - yago11k_both - [INFO] - [Epoch:361]: Training Loss:0.00111 + +2023-06-10 21:03:24,862 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 21:03:43,787 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 21:04:01,074 - yago11k_both - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.41181, Head : 0.2345, Avg : 0.32316 + +2023-06-10 21:04:01,074 - yago11k_both - [INFO] - [Epoch 361]: Training Loss: 0.0011102, Valid MRR: 0.32531, + + + +2023-06-10 21:04:01,899 - yago11k_both - [INFO] - [E:362| 0]: Train Loss:0.0011196, Val MRR:0.32531, yago11k_both +2023-06-10 21:05:38,074 - yago11k_both - [INFO] - [E:362| 100]: Train Loss:0.0011124, Val MRR:0.32531, yago11k_both +2023-06-10 21:07:12,717 - yago11k_both - [INFO] - [E:362| 200]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both +2023-06-10 21:08:50,021 - yago11k_both - [INFO] - [E:362| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both +2023-06-10 21:10:24,686 - yago11k_both - [INFO] - [E:362| 400]: Train Loss:0.0011096, Val MRR:0.32531, yago11k_both +2023-06-10 21:12:02,096 - yago11k_both - [INFO] - [E:362| 500]: Train Loss:0.00111, Val MRR:0.32531, yago11k_both +2023-06-10 21:13:35,986 - yago11k_both - [INFO] - [E:362| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both +2023-06-10 21:13:35,986 - yago11k_both - [INFO] - [Epoch:362]: Training Loss:0.00111 + +2023-06-10 21:13:36,295 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 21:13:55,273 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 21:14:13,944 - yago11k_both - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.41506, Head : 0.23586, Avg : 0.32546 + +2023-06-10 21:14:15,049 - yago11k_both - [INFO] - [Epoch 362]: Training Loss: 0.0011102, Valid MRR: 0.32546, + + + +2023-06-10 21:14:15,990 - yago11k_both - [INFO] - [E:363| 0]: Train Loss:0.001097, Val MRR:0.32546, yago11k_both +2023-06-10 21:15:50,676 - yago11k_both - [INFO] - [E:363| 100]: Train Loss:0.0011074, Val MRR:0.32546, yago11k_both +2023-06-10 21:17:28,035 - yago11k_both - [INFO] - [E:363| 200]: Train Loss:0.0011069, Val MRR:0.32546, yago11k_both +2023-06-10 21:19:03,031 - yago11k_both - [INFO] - [E:363| 300]: Train Loss:0.0011075, Val MRR:0.32546, yago11k_both +2023-06-10 21:20:40,164 - yago11k_both - [INFO] - [E:363| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k_both +2023-06-10 21:22:14,977 - yago11k_both - [INFO] - [E:363| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_both +2023-06-10 21:23:51,464 - yago11k_both - [INFO] - [E:363| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both +2023-06-10 21:23:51,465 - yago11k_both - [INFO] - [Epoch:363]: Training Loss:0.00111 + +2023-06-10 21:23:51,844 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 21:24:10,827 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 21:24:28,497 - yago11k_both - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.40907, Head : 0.23482, Avg : 0.32195 + +2023-06-10 21:24:28,497 - yago11k_both - [INFO] - [Epoch 363]: Training Loss: 0.0011098, Valid MRR: 0.32546, + + + +2023-06-10 21:24:29,333 - yago11k_both - [INFO] - [E:364| 0]: Train Loss:0.001101, Val MRR:0.32546, yago11k_both +2023-06-10 21:26:05,307 - yago11k_both - [INFO] - [E:364| 100]: Train Loss:0.0011094, Val MRR:0.32546, yago11k_both +2023-06-10 21:27:40,178 - yago11k_both - [INFO] - [E:364| 200]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both +2023-06-10 21:29:17,502 - yago11k_both - [INFO] - [E:364| 300]: Train Loss:0.0011101, Val MRR:0.32546, yago11k_both +2023-06-10 21:30:52,209 - yago11k_both - [INFO] - [E:364| 400]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both +2023-06-10 21:32:29,565 - yago11k_both - [INFO] - [E:364| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both +2023-06-10 21:34:03,574 - yago11k_both - [INFO] - [E:364| 600]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both +2023-06-10 21:34:03,574 - yago11k_both - [INFO] - [Epoch:364]: Training Loss:0.00111 + +2023-06-10 21:34:03,947 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 21:34:22,929 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 21:34:41,583 - yago11k_both - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.40885, Head : 0.23474, Avg : 0.32179 + +2023-06-10 21:34:41,583 - yago11k_both - [INFO] - [Epoch 364]: Training Loss: 0.0011102, Valid MRR: 0.32546, + + + +2023-06-10 21:34:42,590 - yago11k_both - [INFO] - [E:365| 0]: Train Loss:0.0010968, Val MRR:0.32546, yago11k_both +2023-06-10 21:36:17,762 - yago11k_both - [INFO] - [E:365| 100]: Train Loss:0.0011108, Val MRR:0.32546, yago11k_both +2023-06-10 21:37:54,695 - yago11k_both - [INFO] - [E:365| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k_both +2023-06-10 21:39:29,307 - yago11k_both - [INFO] - [E:365| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both +2023-06-10 21:41:06,678 - yago11k_both - [INFO] - [E:365| 400]: Train Loss:0.0011094, Val MRR:0.32546, yago11k_both +2023-06-10 21:42:41,442 - yago11k_both - [INFO] - [E:365| 500]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both +2023-06-10 21:44:17,848 - yago11k_both - [INFO] - [E:365| 600]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both +2023-06-10 21:44:17,849 - yago11k_both - [INFO] - [Epoch:365]: Training Loss:0.00111 + +2023-06-10 21:44:18,189 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 21:44:37,175 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 21:44:55,420 - yago11k_both - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.41442, Head : 0.23501, Avg : 0.32472 + +2023-06-10 21:44:55,420 - yago11k_both - [INFO] - [Epoch 365]: Training Loss: 0.0011099, Valid MRR: 0.32546, + + + +2023-06-10 21:44:56,253 - yago11k_both - [INFO] - [E:366| 0]: Train Loss:0.0010852, Val MRR:0.32546, yago11k_both +2023-06-10 21:46:31,653 - yago11k_both - [INFO] - [E:366| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k_both +2023-06-10 21:48:06,556 - yago11k_both - [INFO] - [E:366| 200]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both +2023-06-10 21:49:43,849 - yago11k_both - [INFO] - [E:366| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both +2023-06-10 21:51:18,487 - yago11k_both - [INFO] - [E:366| 400]: Train Loss:0.0011091, Val MRR:0.32546, yago11k_both +2023-06-10 21:52:55,897 - yago11k_both - [INFO] - [E:366| 500]: Train Loss:0.0011091, Val MRR:0.32546, yago11k_both +2023-06-10 21:54:29,852 - yago11k_both - [INFO] - [E:366| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both +2023-06-10 21:54:29,852 - yago11k_both - [INFO] - [Epoch:366]: Training Loss:0.001109 + +2023-06-10 21:54:30,219 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 21:54:49,189 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 21:55:07,870 - yago11k_both - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.41467, Head : 0.2334, Avg : 0.32404 + +2023-06-10 21:55:07,870 - yago11k_both - [INFO] - [Epoch 366]: Training Loss: 0.0011093, Valid MRR: 0.32546, + + + +2023-06-10 21:55:08,874 - yago11k_both - [INFO] - [E:367| 0]: Train Loss:0.0011053, Val MRR:0.32546, yago11k_both +2023-06-10 21:56:44,635 - yago11k_both - [INFO] - [E:367| 100]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both +2023-06-10 21:58:21,097 - yago11k_both - [INFO] - [E:367| 200]: Train Loss:0.0011101, Val MRR:0.32546, yago11k_both +2023-06-10 21:59:55,862 - yago11k_both - [INFO] - [E:367| 300]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both +2023-06-10 22:01:33,044 - yago11k_both - [INFO] - [E:367| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_both +2023-06-10 22:03:07,854 - yago11k_both - [INFO] - [E:367| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both +2023-06-10 22:04:44,398 - yago11k_both - [INFO] - [E:367| 600]: Train Loss:0.00111, Val MRR:0.32546, yago11k_both +2023-06-10 22:04:44,399 - yago11k_both - [INFO] - [Epoch:367]: Training Loss:0.00111 + +2023-06-10 22:04:44,752 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 22:05:03,683 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 22:05:22,447 - yago11k_both - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.41202, Head : 0.23621, Avg : 0.32411 + +2023-06-10 22:05:22,448 - yago11k_both - [INFO] - [Epoch 367]: Training Loss: 0.00111, Valid MRR: 0.32546, + + + +2023-06-10 22:05:23,428 - yago11k_both - [INFO] - [E:368| 0]: Train Loss:0.0011136, Val MRR:0.32546, yago11k_both +2023-06-10 22:06:58,327 - yago11k_both - [INFO] - [E:368| 100]: Train Loss:0.0011097, Val MRR:0.32546, yago11k_both +2023-06-10 22:08:32,982 - yago11k_both - [INFO] - [E:368| 200]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_both +2023-06-10 22:10:10,455 - yago11k_both - [INFO] - [E:368| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both +2023-06-10 22:11:45,204 - yago11k_both - [INFO] - [E:368| 400]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_both +2023-06-10 22:13:22,783 - yago11k_both - [INFO] - [E:368| 500]: Train Loss:0.0011095, Val MRR:0.32546, yago11k_both +2023-06-10 22:14:56,930 - yago11k_both - [INFO] - [E:368| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k_both +2023-06-10 22:14:56,930 - yago11k_both - [INFO] - [Epoch:368]: Training Loss:0.00111 + +2023-06-10 22:14:57,279 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 22:15:16,198 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 22:15:34,825 - yago11k_both - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.41459, Head : 0.23629, Avg : 0.32544 + +2023-06-10 22:15:34,825 - yago11k_both - [INFO] - [Epoch 368]: Training Loss: 0.0011097, Valid MRR: 0.32546, + + + +2023-06-10 22:15:35,826 - yago11k_both - [INFO] - [E:369| 0]: Train Loss:0.0011026, Val MRR:0.32546, yago11k_both +2023-06-10 22:17:11,966 - yago11k_both - [INFO] - [E:369| 100]: Train Loss:0.0011091, Val MRR:0.32546, yago11k_both +2023-06-10 22:18:47,838 - yago11k_both - [INFO] - [E:369| 200]: Train Loss:0.0011088, Val MRR:0.32546, yago11k_both +2023-06-10 22:20:22,513 - yago11k_both - [INFO] - [E:369| 300]: Train Loss:0.0011088, Val MRR:0.32546, yago11k_both +2023-06-10 22:21:59,564 - yago11k_both - [INFO] - [E:369| 400]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both +2023-06-10 22:23:34,318 - yago11k_both - [INFO] - [E:369| 500]: Train Loss:0.0011101, Val MRR:0.32546, yago11k_both +2023-06-10 22:25:10,858 - yago11k_both - [INFO] - [E:369| 600]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_both +2023-06-10 22:25:10,858 - yago11k_both - [INFO] - [Epoch:369]: Training Loss:0.00111 + +2023-06-10 22:25:11,208 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 22:25:30,170 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 22:25:48,927 - yago11k_both - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.40923, Head : 0.23334, Avg : 0.32128 + MR: Tail : 646.99, Head : 1011.7, Avg : 829.36 + Hit-1: Tail : 0.32592, Head : 0.19144, Avg : 0.25868 + Hit-3: Tail : 0.44512, Head : 0.23145, Avg : 0.33829 + Hit-10: Tail : 0.5721, Head : 0.31398, Avg : 0.44304 +2023-06-10 22:25:48,928 - yago11k_both - [INFO] - [Epoch 369]: Training Loss: 0.0011103, Valid MRR: 0.32546, + + + +2023-06-10 22:25:49,945 - yago11k_both - [INFO] - [E:370| 0]: Train Loss:0.0011272, Val MRR:0.32546, yago11k_both +2023-06-10 22:27:24,742 - yago11k_both - [INFO] - [E:370| 100]: Train Loss:0.0011086, Val MRR:0.32546, yago11k_both +2023-06-10 22:29:00,147 - yago11k_both - [INFO] - [E:370| 200]: Train Loss:0.0011085, Val MRR:0.32546, yago11k_both +2023-06-10 22:30:36,875 - yago11k_both - [INFO] - [E:370| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both +2023-06-10 22:32:11,874 - yago11k_both - [INFO] - [E:370| 400]: Train Loss:0.0011106, Val MRR:0.32546, yago11k_both +2023-06-10 22:33:49,334 - yago11k_both - [INFO] - [E:370| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both +2023-06-10 22:35:23,427 - yago11k_both - [INFO] - [E:370| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both +2023-06-10 22:35:23,427 - yago11k_both - [INFO] - [Epoch:370]: Training Loss:0.00111 + +2023-06-10 22:35:23,779 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 22:35:42,709 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 22:36:01,411 - yago11k_both - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.41285, Head : 0.23603, Avg : 0.32444 + +2023-06-10 22:36:01,411 - yago11k_both - [INFO] - [Epoch 370]: Training Loss: 0.0011098, Valid MRR: 0.32546, + + + +2023-06-10 22:36:02,350 - yago11k_both - [INFO] - [E:371| 0]: Train Loss:0.0010929, Val MRR:0.32546, yago11k_both +2023-06-10 22:37:39,071 - yago11k_both - [INFO] - [E:371| 100]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both +2023-06-10 22:39:14,391 - yago11k_both - [INFO] - [E:371| 200]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both +2023-06-10 22:40:49,224 - yago11k_both - [INFO] - [E:371| 300]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both +2023-06-10 22:42:26,808 - yago11k_both - [INFO] - [E:371| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_both +2023-06-10 22:44:01,586 - yago11k_both - [INFO] - [E:371| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both +2023-06-10 22:45:38,216 - yago11k_both - [INFO] - [E:371| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k_both +2023-06-10 22:45:38,217 - yago11k_both - [INFO] - [Epoch:371]: Training Loss:0.00111 + +2023-06-10 22:45:38,546 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 22:45:57,530 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 22:46:16,182 - yago11k_both - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.41001, Head : 0.23481, Avg : 0.32241 + +2023-06-10 22:46:16,182 - yago11k_both - [INFO] - [Epoch 371]: Training Loss: 0.0011097, Valid MRR: 0.32546, + + + +2023-06-10 22:46:17,162 - yago11k_both - [INFO] - [E:372| 0]: Train Loss:0.0011, Val MRR:0.32546, yago11k_both +2023-06-10 22:47:51,920 - yago11k_both - [INFO] - [E:372| 100]: Train Loss:0.0011082, Val MRR:0.32546, yago11k_both +2023-06-10 22:49:27,632 - yago11k_both - [INFO] - [E:372| 200]: Train Loss:0.0011078, Val MRR:0.32546, yago11k_both +2023-06-10 22:51:04,194 - yago11k_both - [INFO] - [E:372| 300]: Train Loss:0.0011081, Val MRR:0.32546, yago11k_both +2023-06-10 22:52:39,146 - yago11k_both - [INFO] - [E:372| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k_both +2023-06-10 22:54:16,348 - yago11k_both - [INFO] - [E:372| 500]: Train Loss:0.0011087, Val MRR:0.32546, yago11k_both +2023-06-10 22:55:50,507 - yago11k_both - [INFO] - [E:372| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both +2023-06-10 22:55:50,508 - yago11k_both - [INFO] - [Epoch:372]: Training Loss:0.001109 + +2023-06-10 22:55:50,875 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 22:56:09,855 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 22:56:28,560 - yago11k_both - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.4153, Head : 0.23479, Avg : 0.32505 + +2023-06-10 22:56:28,560 - yago11k_both - [INFO] - [Epoch 372]: Training Loss: 0.0011089, Valid MRR: 0.32546, + + + +2023-06-10 22:56:29,571 - yago11k_both - [INFO] - [E:373| 0]: Train Loss:0.0011043, Val MRR:0.32546, yago11k_both +2023-06-10 22:58:06,612 - yago11k_both - [INFO] - [E:373| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k_both +2023-06-10 22:59:41,865 - yago11k_both - [INFO] - [E:373| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k_both +2023-06-10 23:01:16,751 - yago11k_both - [INFO] - [E:373| 300]: Train Loss:0.0011095, Val MRR:0.32546, yago11k_both +2023-06-10 23:02:54,273 - yago11k_both - [INFO] - [E:373| 400]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both +2023-06-10 23:04:29,158 - yago11k_both - [INFO] - [E:373| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_both +2023-06-10 23:06:05,917 - yago11k_both - [INFO] - [E:373| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both +2023-06-10 23:06:05,917 - yago11k_both - [INFO] - [Epoch:373]: Training Loss:0.001109 + +2023-06-10 23:06:06,278 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 23:06:25,196 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 23:06:43,865 - yago11k_both - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.41373, Head : 0.2333, Avg : 0.32351 + +2023-06-10 23:06:43,865 - yago11k_both - [INFO] - [Epoch 373]: Training Loss: 0.0011093, Valid MRR: 0.32546, + + + +2023-06-10 23:06:44,825 - yago11k_both - [INFO] - [E:374| 0]: Train Loss:0.0011373, Val MRR:0.32546, yago11k_both +2023-06-10 23:08:19,482 - yago11k_both - [INFO] - [E:374| 100]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_both +2023-06-10 23:09:55,422 - yago11k_both - [INFO] - [E:374| 200]: Train Loss:0.0011082, Val MRR:0.32546, yago11k_both +2023-06-10 23:11:31,487 - yago11k_both - [INFO] - [E:374| 300]: Train Loss:0.0011087, Val MRR:0.32546, yago11k_both +2023-06-10 23:13:06,242 - yago11k_both - [INFO] - [E:374| 400]: Train Loss:0.0011088, Val MRR:0.32546, yago11k_both +2023-06-10 23:14:43,581 - yago11k_both - [INFO] - [E:374| 500]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both +2023-06-10 23:16:17,536 - yago11k_both - [INFO] - [E:374| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both +2023-06-10 23:16:17,536 - yago11k_both - [INFO] - [Epoch:374]: Training Loss:0.001109 + +2023-06-10 23:16:17,883 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 23:16:36,711 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 23:16:55,439 - yago11k_both - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.41777, Head : 0.23455, Avg : 0.32616 + +2023-06-10 23:16:56,550 - yago11k_both - [INFO] - [Epoch 374]: Training Loss: 0.0011089, Valid MRR: 0.32616, + + + +2023-06-10 23:16:57,512 - yago11k_both - [INFO] - [E:375| 0]: Train Loss:0.0011025, Val MRR:0.32616, yago11k_both +2023-06-10 23:18:34,632 - yago11k_both - [INFO] - [E:375| 100]: Train Loss:0.0011089, Val MRR:0.32616, yago11k_both +2023-06-10 23:20:09,562 - yago11k_both - [INFO] - [E:375| 200]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both +2023-06-10 23:21:44,089 - yago11k_both - [INFO] - [E:375| 300]: Train Loss:0.0011092, Val MRR:0.32616, yago11k_both +2023-06-10 23:23:21,500 - yago11k_both - [INFO] - [E:375| 400]: Train Loss:0.0011091, Val MRR:0.32616, yago11k_both +2023-06-10 23:24:56,148 - yago11k_both - [INFO] - [E:375| 500]: Train Loss:0.0011097, Val MRR:0.32616, yago11k_both +2023-06-10 23:26:32,920 - yago11k_both - [INFO] - [E:375| 600]: Train Loss:0.0011093, Val MRR:0.32616, yago11k_both +2023-06-10 23:26:32,920 - yago11k_both - [INFO] - [Epoch:375]: Training Loss:0.001109 + +2023-06-10 23:26:33,218 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 23:26:52,231 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 23:27:11,026 - yago11k_both - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.41037, Head : 0.23487, Avg : 0.32262 + +2023-06-10 23:27:11,026 - yago11k_both - [INFO] - [Epoch 375]: Training Loss: 0.0011093, Valid MRR: 0.32616, + + + +2023-06-10 23:27:12,033 - yago11k_both - [INFO] - [E:376| 0]: Train Loss:0.0010846, Val MRR:0.32616, yago11k_both +2023-06-10 23:28:46,859 - yago11k_both - [INFO] - [E:376| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-10 23:30:23,130 - yago11k_both - [INFO] - [E:376| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-10 23:31:58,994 - yago11k_both - [INFO] - [E:376| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-10 23:33:33,817 - yago11k_both - [INFO] - [E:376| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-10 23:35:11,149 - yago11k_both - [INFO] - [E:376| 500]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_both +2023-06-10 23:36:45,481 - yago11k_both - [INFO] - [E:376| 600]: Train Loss:0.001109, Val MRR:0.32616, yago11k_both +2023-06-10 23:36:45,482 - yago11k_both - [INFO] - [Epoch:376]: Training Loss:0.001109 + +2023-06-10 23:36:45,837 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 23:37:04,788 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 23:37:23,474 - yago11k_both - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.41399, Head : 0.23409, Avg : 0.32404 + +2023-06-10 23:37:23,475 - yago11k_both - [INFO] - [Epoch 376]: Training Loss: 0.001109, Valid MRR: 0.32616, + + + +2023-06-10 23:37:24,480 - yago11k_both - [INFO] - [E:377| 0]: Train Loss:0.0010974, Val MRR:0.32616, yago11k_both +2023-06-10 23:39:01,769 - yago11k_both - [INFO] - [E:377| 100]: Train Loss:0.0011097, Val MRR:0.32616, yago11k_both +2023-06-10 23:40:36,564 - yago11k_both - [INFO] - [E:377| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k_both +2023-06-10 23:42:11,986 - yago11k_both - [INFO] - [E:377| 300]: Train Loss:0.0011101, Val MRR:0.32616, yago11k_both +2023-06-10 23:43:48,989 - yago11k_both - [INFO] - [E:377| 400]: Train Loss:0.0011094, Val MRR:0.32616, yago11k_both +2023-06-10 23:45:23,921 - yago11k_both - [INFO] - [E:377| 500]: Train Loss:0.0011089, Val MRR:0.32616, yago11k_both +2023-06-10 23:47:00,505 - yago11k_both - [INFO] - [E:377| 600]: Train Loss:0.0011091, Val MRR:0.32616, yago11k_both +2023-06-10 23:47:00,506 - yago11k_both - [INFO] - [Epoch:377]: Training Loss:0.001109 + +2023-06-10 23:47:00,872 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 23:47:19,775 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 23:47:38,434 - yago11k_both - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.41477, Head : 0.23431, Avg : 0.32454 + +2023-06-10 23:47:38,435 - yago11k_both - [INFO] - [Epoch 377]: Training Loss: 0.0011091, Valid MRR: 0.32616, + + + +2023-06-10 23:47:39,437 - yago11k_both - [INFO] - [E:378| 0]: Train Loss:0.0010991, Val MRR:0.32616, yago11k_both +2023-06-10 23:49:14,371 - yago11k_both - [INFO] - [E:378| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both +2023-06-10 23:50:51,148 - yago11k_both - [INFO] - [E:378| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k_both +2023-06-10 23:52:26,956 - yago11k_both - [INFO] - [E:378| 300]: Train Loss:0.0011089, Val MRR:0.32616, yago11k_both +2023-06-10 23:54:01,976 - yago11k_both - [INFO] - [E:378| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both +2023-06-10 23:55:39,347 - yago11k_both - [INFO] - [E:378| 500]: Train Loss:0.0011091, Val MRR:0.32616, yago11k_both +2023-06-10 23:57:13,391 - yago11k_both - [INFO] - [E:378| 600]: Train Loss:0.0011092, Val MRR:0.32616, yago11k_both +2023-06-10 23:57:13,391 - yago11k_both - [INFO] - [Epoch:378]: Training Loss:0.001109 + +2023-06-10 23:57:13,736 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-10 23:57:32,628 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-10 23:57:51,363 - yago11k_both - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.41275, Head : 0.23427, Avg : 0.32351 + +2023-06-10 23:57:51,363 - yago11k_both - [INFO] - [Epoch 378]: Training Loss: 0.0011092, Valid MRR: 0.32616, + + + +2023-06-10 23:57:52,363 - yago11k_both - [INFO] - [E:379| 0]: Train Loss:0.001092, Val MRR:0.32616, yago11k_both +2023-06-10 23:59:29,573 - yago11k_both - [INFO] - [E:379| 100]: Train Loss:0.0011094, Val MRR:0.32616, yago11k_both +2023-06-11 00:01:04,265 - yago11k_both - [INFO] - [E:379| 200]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 00:02:39,753 - yago11k_both - [INFO] - [E:379| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both +2023-06-11 00:04:16,391 - yago11k_both - [INFO] - [E:379| 400]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both +2023-06-11 00:05:51,218 - yago11k_both - [INFO] - [E:379| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 00:07:27,778 - yago11k_both - [INFO] - [E:379| 600]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both +2023-06-11 00:07:27,779 - yago11k_both - [INFO] - [Epoch:379]: Training Loss:0.001109 + +2023-06-11 00:07:28,128 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 00:07:47,016 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 00:08:05,657 - yago11k_both - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.41648, Head : 0.23431, Avg : 0.32539 + MR: Tail : 635.66, Head : 1006.6, Avg : 821.12 + Hit-1: Tail : 0.33593, Head : 0.19089, Avg : 0.26341 + Hit-3: Tail : 0.44665, Head : 0.23604, Avg : 0.34134 + Hit-10: Tail : 0.58183, Head : 0.31537, Avg : 0.4486 +2023-06-11 00:08:05,657 - yago11k_both - [INFO] - [Epoch 379]: Training Loss: 0.0011087, Valid MRR: 0.32616, + + + +2023-06-11 00:08:06,659 - yago11k_both - [INFO] - [E:380| 0]: Train Loss:0.0011141, Val MRR:0.32616, yago11k_both +2023-06-11 00:09:41,480 - yago11k_both - [INFO] - [E:380| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 00:11:18,788 - yago11k_both - [INFO] - [E:380| 200]: Train Loss:0.0011102, Val MRR:0.32616, yago11k_both +2023-06-11 00:12:53,674 - yago11k_both - [INFO] - [E:380| 300]: Train Loss:0.0011096, Val MRR:0.32616, yago11k_both +2023-06-11 00:14:28,474 - yago11k_both - [INFO] - [E:380| 400]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both +2023-06-11 00:16:05,670 - yago11k_both - [INFO] - [E:380| 500]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both +2023-06-11 00:17:39,923 - yago11k_both - [INFO] - [E:380| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both +2023-06-11 00:17:39,924 - yago11k_both - [INFO] - [Epoch:380]: Training Loss:0.001109 + +2023-06-11 00:17:40,277 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 00:17:59,162 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 00:18:17,802 - yago11k_both - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.41507, Head : 0.23524, Avg : 0.32516 + +2023-06-11 00:18:17,802 - yago11k_both - [INFO] - [Epoch 380]: Training Loss: 0.0011086, Valid MRR: 0.32616, + + + +2023-06-11 00:18:18,759 - yago11k_both - [INFO] - [E:381| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k_both +2023-06-11 00:19:55,947 - yago11k_both - [INFO] - [E:381| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both +2023-06-11 00:21:30,655 - yago11k_both - [INFO] - [E:381| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 00:23:07,008 - yago11k_both - [INFO] - [E:381| 300]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_both +2023-06-11 00:24:42,730 - yago11k_both - [INFO] - [E:381| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both +2023-06-11 00:26:17,696 - yago11k_both - [INFO] - [E:381| 500]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both +2023-06-11 00:27:54,406 - yago11k_both - [INFO] - [E:381| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both +2023-06-11 00:27:54,407 - yago11k_both - [INFO] - [Epoch:381]: Training Loss:0.001109 + +2023-06-11 00:27:54,727 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 00:28:13,632 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 00:28:32,355 - yago11k_both - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.41497, Head : 0.23378, Avg : 0.32437 + +2023-06-11 00:28:32,355 - yago11k_both - [INFO] - [Epoch 381]: Training Loss: 0.0011086, Valid MRR: 0.32616, + + + +2023-06-11 00:28:33,353 - yago11k_both - [INFO] - [E:382| 0]: Train Loss:0.0011194, Val MRR:0.32616, yago11k_both +2023-06-11 00:30:08,214 - yago11k_both - [INFO] - [E:382| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both +2023-06-11 00:31:45,456 - yago11k_both - [INFO] - [E:382| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-11 00:33:20,245 - yago11k_both - [INFO] - [E:382| 300]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both +2023-06-11 00:34:55,710 - yago11k_both - [INFO] - [E:382| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-11 00:36:32,413 - yago11k_both - [INFO] - [E:382| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both +2023-06-11 00:38:06,666 - yago11k_both - [INFO] - [E:382| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both +2023-06-11 00:38:06,666 - yago11k_both - [INFO] - [Epoch:382]: Training Loss:0.001108 + +2023-06-11 00:38:07,032 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 00:38:25,922 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 00:38:44,650 - yago11k_both - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.41418, Head : 0.23374, Avg : 0.32396 + +2023-06-11 00:38:44,650 - yago11k_both - [INFO] - [Epoch 382]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-06-11 00:38:45,636 - yago11k_both - [INFO] - [E:383| 0]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both +2023-06-11 00:40:23,035 - yago11k_both - [INFO] - [E:383| 100]: Train Loss:0.00111, Val MRR:0.32616, yago11k_both +2023-06-11 00:41:57,659 - yago11k_both - [INFO] - [E:383| 200]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_both +2023-06-11 00:43:34,542 - yago11k_both - [INFO] - [E:383| 300]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both +2023-06-11 00:45:09,678 - yago11k_both - [INFO] - [E:383| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 00:46:44,345 - yago11k_both - [INFO] - [E:383| 500]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-11 00:48:20,953 - yago11k_both - [INFO] - [E:383| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both +2023-06-11 00:48:20,953 - yago11k_both - [INFO] - [Epoch:383]: Training Loss:0.001108 + +2023-06-11 00:48:21,333 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 00:48:40,289 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 00:48:58,917 - yago11k_both - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.41376, Head : 0.23614, Avg : 0.32495 + +2023-06-11 00:48:58,917 - yago11k_both - [INFO] - [Epoch 383]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-06-11 00:48:59,863 - yago11k_both - [INFO] - [E:384| 0]: Train Loss:0.0010946, Val MRR:0.32616, yago11k_both +2023-06-11 00:50:34,789 - yago11k_both - [INFO] - [E:384| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both +2023-06-11 00:52:12,082 - yago11k_both - [INFO] - [E:384| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 00:53:46,954 - yago11k_both - [INFO] - [E:384| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-11 00:55:22,936 - yago11k_both - [INFO] - [E:384| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-11 00:56:58,966 - yago11k_both - [INFO] - [E:384| 500]: Train Loss:0.0011083, Val MRR:0.32616, yago11k_both +2023-06-11 00:58:32,817 - yago11k_both - [INFO] - [E:384| 600]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-11 00:58:32,817 - yago11k_both - [INFO] - [Epoch:384]: Training Loss:0.001108 + +2023-06-11 00:58:33,185 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 00:58:52,117 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 00:59:10,838 - yago11k_both - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.41496, Head : 0.23283, Avg : 0.3239 + +2023-06-11 00:59:10,839 - yago11k_both - [INFO] - [Epoch 384]: Training Loss: 0.0011082, Valid MRR: 0.32616, + + + +2023-06-11 00:59:11,842 - yago11k_both - [INFO] - [E:385| 0]: Train Loss:0.001115, Val MRR:0.32616, yago11k_both +2023-06-11 01:00:49,083 - yago11k_both - [INFO] - [E:385| 100]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 01:02:23,799 - yago11k_both - [INFO] - [E:385| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_both +2023-06-11 01:04:00,946 - yago11k_both - [INFO] - [E:385| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 01:05:35,715 - yago11k_both - [INFO] - [E:385| 400]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both +2023-06-11 01:07:10,971 - yago11k_both - [INFO] - [E:385| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both +2023-06-11 01:08:47,062 - yago11k_both - [INFO] - [E:385| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 01:08:47,062 - yago11k_both - [INFO] - [Epoch:385]: Training Loss:0.001108 + +2023-06-11 01:08:47,366 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 01:09:06,325 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 01:09:24,954 - yago11k_both - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.41069, Head : 0.23526, Avg : 0.32297 + +2023-06-11 01:09:24,954 - yago11k_both - [INFO] - [Epoch 385]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-06-11 01:09:25,933 - yago11k_both - [INFO] - [E:386| 0]: Train Loss:0.0011014, Val MRR:0.32616, yago11k_both +2023-06-11 01:11:00,782 - yago11k_both - [INFO] - [E:386| 100]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both +2023-06-11 01:12:37,996 - yago11k_both - [INFO] - [E:386| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-11 01:14:12,783 - yago11k_both - [INFO] - [E:386| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 01:15:49,748 - yago11k_both - [INFO] - [E:386| 400]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both +2023-06-11 01:17:24,857 - yago11k_both - [INFO] - [E:386| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both +2023-06-11 01:18:58,793 - yago11k_both - [INFO] - [E:386| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 01:18:58,793 - yago11k_both - [INFO] - [Epoch:386]: Training Loss:0.001108 + +2023-06-11 01:18:59,156 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 01:19:18,077 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 01:19:36,831 - yago11k_both - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.41328, Head : 0.23324, Avg : 0.32326 + +2023-06-11 01:19:36,831 - yago11k_both - [INFO] - [Epoch 386]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-06-11 01:19:37,833 - yago11k_both - [INFO] - [E:387| 0]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both +2023-06-11 01:21:15,143 - yago11k_both - [INFO] - [E:387| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 01:22:49,984 - yago11k_both - [INFO] - [E:387| 200]: Train Loss:0.001109, Val MRR:0.32616, yago11k_both +2023-06-11 01:24:27,314 - yago11k_both - [INFO] - [E:387| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-11 01:26:02,135 - yago11k_both - [INFO] - [E:387| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 01:27:38,131 - yago11k_both - [INFO] - [E:387| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both +2023-06-11 01:29:13,507 - yago11k_both - [INFO] - [E:387| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 01:29:13,507 - yago11k_both - [INFO] - [Epoch:387]: Training Loss:0.001108 + +2023-06-11 01:29:13,873 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 01:29:32,789 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 01:29:51,484 - yago11k_both - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.41836, Head : 0.23366, Avg : 0.32601 + +2023-06-11 01:29:51,484 - yago11k_both - [INFO] - [Epoch 387]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-06-11 01:29:52,487 - yago11k_both - [INFO] - [E:388| 0]: Train Loss:0.0010996, Val MRR:0.32616, yago11k_both +2023-06-11 01:31:27,256 - yago11k_both - [INFO] - [E:388| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both +2023-06-11 01:32:44,282 - yago11k_both - [INFO] - [E:388| 200]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both +2023-06-11 01:33:47,105 - yago11k_both - [INFO] - [E:388| 300]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both +2023-06-11 01:34:50,013 - yago11k_both - [INFO] - [E:388| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 01:35:52,908 - yago11k_both - [INFO] - [E:388| 500]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both +2023-06-11 01:36:55,367 - yago11k_both - [INFO] - [E:388| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both +2023-06-11 01:36:55,368 - yago11k_both - [INFO] - [Epoch:388]: Training Loss:0.001108 + +2023-06-11 01:36:55,582 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 01:37:07,531 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 01:37:19,290 - yago11k_both - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.414, Head : 0.23335, Avg : 0.32367 + +2023-06-11 01:37:19,290 - yago11k_both - [INFO] - [Epoch 388]: Training Loss: 0.0011076, Valid MRR: 0.32616, + + + +2023-06-11 01:37:19,925 - yago11k_both - [INFO] - [E:389| 0]: Train Loss:0.0010938, Val MRR:0.32616, yago11k_both +2023-06-11 01:38:22,741 - yago11k_both - [INFO] - [E:389| 100]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_both +2023-06-11 01:39:25,526 - yago11k_both - [INFO] - [E:389| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both +2023-06-11 01:40:28,378 - yago11k_both - [INFO] - [E:389| 300]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both +2023-06-11 01:41:31,244 - yago11k_both - [INFO] - [E:389| 400]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-11 01:42:34,144 - yago11k_both - [INFO] - [E:389| 500]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-11 01:43:36,608 - yago11k_both - [INFO] - [E:389| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 01:43:36,608 - yago11k_both - [INFO] - [Epoch:389]: Training Loss:0.001108 + +2023-06-11 01:43:36,822 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 01:43:48,743 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 01:44:00,500 - yago11k_both - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.41301, Head : 0.23308, Avg : 0.32305 + MR: Tail : 649.69, Head : 1030.0, Avg : 839.83 + Hit-1: Tail : 0.3312, Head : 0.19228, Avg : 0.26174 + Hit-3: Tail : 0.44749, Head : 0.22992, Avg : 0.33871 + Hit-10: Tail : 0.57697, Head : 0.30953, Avg : 0.44325 +2023-06-11 01:44:00,500 - yago11k_both - [INFO] - [Epoch 389]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-06-11 01:44:01,136 - yago11k_both - [INFO] - [E:390| 0]: Train Loss:0.0011191, Val MRR:0.32616, yago11k_both +2023-06-11 01:45:04,015 - yago11k_both - [INFO] - [E:390| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both +2023-06-11 01:46:06,895 - yago11k_both - [INFO] - [E:390| 200]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both +2023-06-11 01:47:09,734 - yago11k_both - [INFO] - [E:390| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both +2023-06-11 01:48:12,609 - yago11k_both - [INFO] - [E:390| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 01:49:15,535 - yago11k_both - [INFO] - [E:390| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 01:50:18,117 - yago11k_both - [INFO] - [E:390| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both +2023-06-11 01:50:18,117 - yago11k_both - [INFO] - [Epoch:390]: Training Loss:0.001108 + +2023-06-11 01:50:18,332 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 01:50:30,275 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 01:50:42,049 - yago11k_both - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.4131, Head : 0.2325, Avg : 0.3228 + +2023-06-11 01:50:42,050 - yago11k_both - [INFO] - [Epoch 390]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-06-11 01:50:42,685 - yago11k_both - [INFO] - [E:391| 0]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-11 01:51:45,655 - yago11k_both - [INFO] - [E:391| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both +2023-06-11 01:52:48,648 - yago11k_both - [INFO] - [E:391| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-11 01:53:51,600 - yago11k_both - [INFO] - [E:391| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-11 01:54:54,555 - yago11k_both - [INFO] - [E:391| 400]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both +2023-06-11 01:55:57,508 - yago11k_both - [INFO] - [E:391| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both +2023-06-11 01:56:59,959 - yago11k_both - [INFO] - [E:391| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-11 01:56:59,959 - yago11k_both - [INFO] - [Epoch:391]: Training Loss:0.001108 + +2023-06-11 01:57:00,174 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 01:57:12,109 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 01:57:23,886 - yago11k_both - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.41227, Head : 0.23371, Avg : 0.32299 + +2023-06-11 01:57:23,886 - yago11k_both - [INFO] - [Epoch 391]: Training Loss: 0.0011079, Valid MRR: 0.32616, + + + +2023-06-11 01:57:24,524 - yago11k_both - [INFO] - [E:392| 0]: Train Loss:0.0010999, Val MRR:0.32616, yago11k_both +2023-06-11 01:58:27,508 - yago11k_both - [INFO] - [E:392| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both +2023-06-11 01:59:30,413 - yago11k_both - [INFO] - [E:392| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-11 02:00:33,303 - yago11k_both - [INFO] - [E:392| 300]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both +2023-06-11 02:01:36,238 - yago11k_both - [INFO] - [E:392| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both +2023-06-11 02:02:39,104 - yago11k_both - [INFO] - [E:392| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both +2023-06-11 02:03:41,693 - yago11k_both - [INFO] - [E:392| 600]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both +2023-06-11 02:03:41,693 - yago11k_both - [INFO] - [Epoch:392]: Training Loss:0.001108 + +2023-06-11 02:03:41,907 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 02:03:53,828 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 02:04:05,586 - yago11k_both - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.41275, Head : 0.23425, Avg : 0.3235 + +2023-06-11 02:04:05,586 - yago11k_both - [INFO] - [Epoch 392]: Training Loss: 0.0011077, Valid MRR: 0.32616, + + + +2023-06-11 02:04:06,222 - yago11k_both - [INFO] - [E:393| 0]: Train Loss:0.0011039, Val MRR:0.32616, yago11k_both +2023-06-11 02:05:09,165 - yago11k_both - [INFO] - [E:393| 100]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 02:06:12,089 - yago11k_both - [INFO] - [E:393| 200]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both +2023-06-11 02:07:15,040 - yago11k_both - [INFO] - [E:393| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both +2023-06-11 02:08:17,932 - yago11k_both - [INFO] - [E:393| 400]: Train Loss:0.0011083, Val MRR:0.32616, yago11k_both +2023-06-11 02:09:20,887 - yago11k_both - [INFO] - [E:393| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both +2023-06-11 02:10:23,403 - yago11k_both - [INFO] - [E:393| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-11 02:10:23,404 - yago11k_both - [INFO] - [Epoch:393]: Training Loss:0.001108 + +2023-06-11 02:10:23,618 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 02:10:35,540 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 02:10:47,289 - yago11k_both - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.41227, Head : 0.23513, Avg : 0.3237 + +2023-06-11 02:10:47,289 - yago11k_both - [INFO] - [Epoch 393]: Training Loss: 0.0011079, Valid MRR: 0.32616, + + + +2023-06-11 02:10:47,927 - yago11k_both - [INFO] - [E:394| 0]: Train Loss:0.0011173, Val MRR:0.32616, yago11k_both +2023-06-11 02:11:50,761 - yago11k_both - [INFO] - [E:394| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both +2023-06-11 02:12:53,596 - yago11k_both - [INFO] - [E:394| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both +2023-06-11 02:13:56,494 - yago11k_both - [INFO] - [E:394| 300]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both +2023-06-11 02:14:59,361 - yago11k_both - [INFO] - [E:394| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 02:16:02,217 - yago11k_both - [INFO] - [E:394| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 02:17:04,731 - yago11k_both - [INFO] - [E:394| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 02:17:04,732 - yago11k_both - [INFO] - [Epoch:394]: Training Loss:0.001107 + +2023-06-11 02:17:04,947 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 02:17:16,884 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 02:17:28,647 - yago11k_both - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.41515, Head : 0.23439, Avg : 0.32477 + +2023-06-11 02:17:28,648 - yago11k_both - [INFO] - [Epoch 394]: Training Loss: 0.0011075, Valid MRR: 0.32616, + + + +2023-06-11 02:17:29,282 - yago11k_both - [INFO] - [E:395| 0]: Train Loss:0.0010845, Val MRR:0.32616, yago11k_both +2023-06-11 02:18:32,148 - yago11k_both - [INFO] - [E:395| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both +2023-06-11 02:19:35,019 - yago11k_both - [INFO] - [E:395| 200]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 02:20:37,888 - yago11k_both - [INFO] - [E:395| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both +2023-06-11 02:21:40,833 - yago11k_both - [INFO] - [E:395| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both +2023-06-11 02:22:43,742 - yago11k_both - [INFO] - [E:395| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 02:23:46,231 - yago11k_both - [INFO] - [E:395| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 02:23:46,232 - yago11k_both - [INFO] - [Epoch:395]: Training Loss:0.001108 + +2023-06-11 02:23:46,446 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 02:23:58,377 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 02:24:10,140 - yago11k_both - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.41376, Head : 0.2349, Avg : 0.32433 + +2023-06-11 02:24:10,140 - yago11k_both - [INFO] - [Epoch 395]: Training Loss: 0.0011075, Valid MRR: 0.32616, + + + +2023-06-11 02:24:10,777 - yago11k_both - [INFO] - [E:396| 0]: Train Loss:0.0010919, Val MRR:0.32616, yago11k_both +2023-06-11 02:25:13,820 - yago11k_both - [INFO] - [E:396| 100]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both +2023-06-11 02:26:16,776 - yago11k_both - [INFO] - [E:396| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 02:27:19,635 - yago11k_both - [INFO] - [E:396| 300]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 02:28:22,585 - yago11k_both - [INFO] - [E:396| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 02:29:25,516 - yago11k_both - [INFO] - [E:396| 500]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both +2023-06-11 02:30:28,026 - yago11k_both - [INFO] - [E:396| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both +2023-06-11 02:30:28,026 - yago11k_both - [INFO] - [Epoch:396]: Training Loss:0.001107 + +2023-06-11 02:30:28,239 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 02:30:40,162 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 02:30:51,937 - yago11k_both - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.41301, Head : 0.2341, Avg : 0.32356 + +2023-06-11 02:30:51,937 - yago11k_both - [INFO] - [Epoch 396]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-06-11 02:30:52,572 - yago11k_both - [INFO] - [E:397| 0]: Train Loss:0.0010969, Val MRR:0.32616, yago11k_both +2023-06-11 02:31:55,458 - yago11k_both - [INFO] - [E:397| 100]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_both +2023-06-11 02:32:58,264 - yago11k_both - [INFO] - [E:397| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both +2023-06-11 02:34:01,170 - yago11k_both - [INFO] - [E:397| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 02:35:04,115 - yago11k_both - [INFO] - [E:397| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 02:36:07,020 - yago11k_both - [INFO] - [E:397| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k_both +2023-06-11 02:37:09,512 - yago11k_both - [INFO] - [E:397| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both +2023-06-11 02:37:09,513 - yago11k_both - [INFO] - [Epoch:397]: Training Loss:0.001107 + +2023-06-11 02:37:09,727 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 02:37:21,663 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 02:37:33,414 - yago11k_both - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.41184, Head : 0.23554, Avg : 0.32369 + +2023-06-11 02:37:33,414 - yago11k_both - [INFO] - [Epoch 397]: Training Loss: 0.0011071, Valid MRR: 0.32616, + + + +2023-06-11 02:37:34,047 - yago11k_both - [INFO] - [E:398| 0]: Train Loss:0.0011113, Val MRR:0.32616, yago11k_both +2023-06-11 02:38:36,942 - yago11k_both - [INFO] - [E:398| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k_both +2023-06-11 02:39:39,882 - yago11k_both - [INFO] - [E:398| 200]: Train Loss:0.0011088, Val MRR:0.32616, yago11k_both +2023-06-11 02:40:42,769 - yago11k_both - [INFO] - [E:398| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both +2023-06-11 02:41:45,734 - yago11k_both - [INFO] - [E:398| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 02:42:48,678 - yago11k_both - [INFO] - [E:398| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 02:43:51,100 - yago11k_both - [INFO] - [E:398| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both +2023-06-11 02:43:51,100 - yago11k_both - [INFO] - [Epoch:398]: Training Loss:0.001107 + +2023-06-11 02:43:51,314 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 02:44:03,240 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 02:44:14,992 - yago11k_both - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.41536, Head : 0.23278, Avg : 0.32407 + +2023-06-11 02:44:14,992 - yago11k_both - [INFO] - [Epoch 398]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-06-11 02:44:15,627 - yago11k_both - [INFO] - [E:399| 0]: Train Loss:0.0010941, Val MRR:0.32616, yago11k_both +2023-06-11 02:45:18,479 - yago11k_both - [INFO] - [E:399| 100]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both +2023-06-11 02:46:21,476 - yago11k_both - [INFO] - [E:399| 200]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both +2023-06-11 02:47:24,442 - yago11k_both - [INFO] - [E:399| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 02:48:27,400 - yago11k_both - [INFO] - [E:399| 400]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both +2023-06-11 02:49:30,434 - yago11k_both - [INFO] - [E:399| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both +2023-06-11 02:50:32,953 - yago11k_both - [INFO] - [E:399| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both +2023-06-11 02:50:32,954 - yago11k_both - [INFO] - [Epoch:399]: Training Loss:0.001107 + +2023-06-11 02:50:33,168 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 02:50:45,093 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 02:50:56,851 - yago11k_both - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.41251, Head : 0.23381, Avg : 0.32316 + MR: Tail : 636.6, Head : 1029.5, Avg : 833.03 + Hit-1: Tail : 0.33134, Head : 0.192, Avg : 0.26167 + Hit-3: Tail : 0.44415, Head : 0.23131, Avg : 0.33773 + Hit-10: Tail : 0.57724, Head : 0.31675, Avg : 0.447 +2023-06-11 02:50:56,851 - yago11k_both - [INFO] - [Epoch 399]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-06-11 02:50:57,486 - yago11k_both - [INFO] - [E:400| 0]: Train Loss:0.0010934, Val MRR:0.32616, yago11k_both +2023-06-11 02:52:00,395 - yago11k_both - [INFO] - [E:400| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both +2023-06-11 02:53:03,310 - yago11k_both - [INFO] - [E:400| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 02:54:06,257 - yago11k_both - [INFO] - [E:400| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both +2023-06-11 02:55:09,179 - yago11k_both - [INFO] - [E:400| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both +2023-06-11 02:56:12,102 - yago11k_both - [INFO] - [E:400| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both +2023-06-11 02:57:14,633 - yago11k_both - [INFO] - [E:400| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both +2023-06-11 02:57:14,633 - yago11k_both - [INFO] - [Epoch:400]: Training Loss:0.001107 + +2023-06-11 02:57:14,847 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 02:57:26,805 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 02:57:38,599 - yago11k_both - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.40897, Head : 0.23402, Avg : 0.32149 + +2023-06-11 02:57:38,599 - yago11k_both - [INFO] - [Epoch 400]: Training Loss: 0.0011071, Valid MRR: 0.32616, + + + +2023-06-11 02:57:39,232 - yago11k_both - [INFO] - [E:401| 0]: Train Loss:0.0011318, Val MRR:0.32616, yago11k_both +2023-06-11 02:58:42,043 - yago11k_both - [INFO] - [E:401| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both +2023-06-11 02:59:44,896 - yago11k_both - [INFO] - [E:401| 200]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 03:00:47,795 - yago11k_both - [INFO] - [E:401| 300]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both +2023-06-11 03:01:50,672 - yago11k_both - [INFO] - [E:401| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 03:02:53,567 - yago11k_both - [INFO] - [E:401| 500]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 03:03:56,046 - yago11k_both - [INFO] - [E:401| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both +2023-06-11 03:03:56,046 - yago11k_both - [INFO] - [Epoch:401]: Training Loss:0.001107 + +2023-06-11 03:03:56,260 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 03:04:08,195 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 03:04:19,946 - yago11k_both - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.41378, Head : 0.23359, Avg : 0.32368 + +2023-06-11 03:04:19,946 - yago11k_both - [INFO] - [Epoch 401]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-06-11 03:04:20,578 - yago11k_both - [INFO] - [E:402| 0]: Train Loss:0.0011035, Val MRR:0.32616, yago11k_both +2023-06-11 03:05:23,452 - yago11k_both - [INFO] - [E:402| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 03:06:26,428 - yago11k_both - [INFO] - [E:402| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both +2023-06-11 03:07:29,357 - yago11k_both - [INFO] - [E:402| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 03:08:32,280 - yago11k_both - [INFO] - [E:402| 400]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both +2023-06-11 03:09:35,255 - yago11k_both - [INFO] - [E:402| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k_both +2023-06-11 03:10:37,762 - yago11k_both - [INFO] - [E:402| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 03:10:37,762 - yago11k_both - [INFO] - [Epoch:402]: Training Loss:0.001107 + +2023-06-11 03:10:37,976 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 03:10:49,909 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 03:11:01,698 - yago11k_both - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.41518, Head : 0.23355, Avg : 0.32437 + +2023-06-11 03:11:01,698 - yago11k_both - [INFO] - [Epoch 402]: Training Loss: 0.001107, Valid MRR: 0.32616, + + + +2023-06-11 03:11:02,338 - yago11k_both - [INFO] - [E:403| 0]: Train Loss:0.0011045, Val MRR:0.32616, yago11k_both +2023-06-11 03:12:05,293 - yago11k_both - [INFO] - [E:403| 100]: Train Loss:0.0011041, Val MRR:0.32616, yago11k_both +2023-06-11 03:13:08,247 - yago11k_both - [INFO] - [E:403| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both +2023-06-11 03:14:11,185 - yago11k_both - [INFO] - [E:403| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 03:15:14,124 - yago11k_both - [INFO] - [E:403| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 03:16:17,087 - yago11k_both - [INFO] - [E:403| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both +2023-06-11 03:17:19,561 - yago11k_both - [INFO] - [E:403| 600]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both +2023-06-11 03:17:19,561 - yago11k_both - [INFO] - [Epoch:403]: Training Loss:0.001107 + +2023-06-11 03:17:19,775 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 03:17:31,701 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 03:17:43,461 - yago11k_both - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.41207, Head : 0.2349, Avg : 0.32349 + +2023-06-11 03:17:43,461 - yago11k_both - [INFO] - [Epoch 403]: Training Loss: 0.0011069, Valid MRR: 0.32616, + + + +2023-06-11 03:17:44,098 - yago11k_both - [INFO] - [E:404| 0]: Train Loss:0.0011172, Val MRR:0.32616, yago11k_both +2023-06-11 03:18:47,042 - yago11k_both - [INFO] - [E:404| 100]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 03:19:49,928 - yago11k_both - [INFO] - [E:404| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 03:20:52,715 - yago11k_both - [INFO] - [E:404| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 03:21:55,726 - yago11k_both - [INFO] - [E:404| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 03:22:58,628 - yago11k_both - [INFO] - [E:404| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 03:24:01,016 - yago11k_both - [INFO] - [E:404| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 03:24:01,017 - yago11k_both - [INFO] - [Epoch:404]: Training Loss:0.001106 + +2023-06-11 03:24:01,231 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 03:24:13,190 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 03:24:24,960 - yago11k_both - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.41431, Head : 0.23264, Avg : 0.32348 + +2023-06-11 03:24:24,960 - yago11k_both - [INFO] - [Epoch 404]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-06-11 03:24:25,592 - yago11k_both - [INFO] - [E:405| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k_both +2023-06-11 03:25:28,471 - yago11k_both - [INFO] - [E:405| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k_both +2023-06-11 03:26:31,347 - yago11k_both - [INFO] - [E:405| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both +2023-06-11 03:27:34,281 - yago11k_both - [INFO] - [E:405| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both +2023-06-11 03:28:37,146 - yago11k_both - [INFO] - [E:405| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both +2023-06-11 03:29:39,924 - yago11k_both - [INFO] - [E:405| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 03:30:42,413 - yago11k_both - [INFO] - [E:405| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 03:30:42,414 - yago11k_both - [INFO] - [Epoch:405]: Training Loss:0.001107 + +2023-06-11 03:30:42,628 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 03:30:54,548 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 03:31:06,306 - yago11k_both - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.41175, Head : 0.2329, Avg : 0.32233 + +2023-06-11 03:31:06,306 - yago11k_both - [INFO] - [Epoch 405]: Training Loss: 0.001107, Valid MRR: 0.32616, + + + +2023-06-11 03:31:06,941 - yago11k_both - [INFO] - [E:406| 0]: Train Loss:0.0011003, Val MRR:0.32616, yago11k_both +2023-06-11 03:32:09,771 - yago11k_both - [INFO] - [E:406| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k_both +2023-06-11 03:33:12,606 - yago11k_both - [INFO] - [E:406| 200]: Train Loss:0.0011092, Val MRR:0.32616, yago11k_both +2023-06-11 03:34:15,431 - yago11k_both - [INFO] - [E:406| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both +2023-06-11 03:35:18,312 - yago11k_both - [INFO] - [E:406| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both +2023-06-11 03:36:21,175 - yago11k_both - [INFO] - [E:406| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both +2023-06-11 03:37:23,543 - yago11k_both - [INFO] - [E:406| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both +2023-06-11 03:37:23,543 - yago11k_both - [INFO] - [Epoch:406]: Training Loss:0.001108 + +2023-06-11 03:37:23,757 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 03:37:35,673 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 03:37:47,438 - yago11k_both - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.41662, Head : 0.23331, Avg : 0.32497 + +2023-06-11 03:37:47,438 - yago11k_both - [INFO] - [Epoch 406]: Training Loss: 0.0011076, Valid MRR: 0.32616, + + + +2023-06-11 03:37:48,073 - yago11k_both - [INFO] - [E:407| 0]: Train Loss:0.0011083, Val MRR:0.32616, yago11k_both +2023-06-11 03:38:50,934 - yago11k_both - [INFO] - [E:407| 100]: Train Loss:0.0011096, Val MRR:0.32616, yago11k_both +2023-06-11 03:39:53,746 - yago11k_both - [INFO] - [E:407| 200]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both +2023-06-11 03:40:56,535 - yago11k_both - [INFO] - [E:407| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 03:41:59,499 - yago11k_both - [INFO] - [E:407| 400]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_both +2023-06-11 03:43:02,407 - yago11k_both - [INFO] - [E:407| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 03:44:04,957 - yago11k_both - [INFO] - [E:407| 600]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both +2023-06-11 03:44:04,957 - yago11k_both - [INFO] - [Epoch:407]: Training Loss:0.001107 + +2023-06-11 03:44:05,172 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 03:44:17,091 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 03:44:28,854 - yago11k_both - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.41516, Head : 0.23588, Avg : 0.32552 + +2023-06-11 03:44:28,854 - yago11k_both - [INFO] - [Epoch 407]: Training Loss: 0.0011067, Valid MRR: 0.32616, + + + +2023-06-11 03:44:29,489 - yago11k_both - [INFO] - [E:408| 0]: Train Loss:0.0010984, Val MRR:0.32616, yago11k_both +2023-06-11 03:45:32,312 - yago11k_both - [INFO] - [E:408| 100]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both +2023-06-11 03:46:35,235 - yago11k_both - [INFO] - [E:408| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both +2023-06-11 03:47:38,189 - yago11k_both - [INFO] - [E:408| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both +2023-06-11 03:48:41,031 - yago11k_both - [INFO] - [E:408| 400]: Train Loss:0.0011068, Val MRR:0.32616, yago11k_both +2023-06-11 03:49:43,896 - yago11k_both - [INFO] - [E:408| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both +2023-06-11 03:50:46,341 - yago11k_both - [INFO] - [E:408| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 03:50:46,341 - yago11k_both - [INFO] - [Epoch:408]: Training Loss:0.001106 + +2023-06-11 03:50:46,555 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 03:50:58,509 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 03:51:10,277 - yago11k_both - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.41071, Head : 0.23214, Avg : 0.32142 + +2023-06-11 03:51:10,277 - yago11k_both - [INFO] - [Epoch 408]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-06-11 03:51:10,912 - yago11k_both - [INFO] - [E:409| 0]: Train Loss:0.0010873, Val MRR:0.32616, yago11k_both +2023-06-11 03:52:13,853 - yago11k_both - [INFO] - [E:409| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both +2023-06-11 03:53:16,776 - yago11k_both - [INFO] - [E:409| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 03:54:19,659 - yago11k_both - [INFO] - [E:409| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both +2023-06-11 03:55:22,577 - yago11k_both - [INFO] - [E:409| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 03:56:25,512 - yago11k_both - [INFO] - [E:409| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 03:57:27,939 - yago11k_both - [INFO] - [E:409| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 03:57:27,939 - yago11k_both - [INFO] - [Epoch:409]: Training Loss:0.001106 + +2023-06-11 03:57:28,154 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 03:57:40,085 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 03:57:51,851 - yago11k_both - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.41303, Head : 0.23298, Avg : 0.32301 + MR: Tail : 664.73, Head : 1025.6, Avg : 845.15 + Hit-1: Tail : 0.33051, Head : 0.19214, Avg : 0.26132 + Hit-3: Tail : 0.44679, Head : 0.23131, Avg : 0.33905 + Hit-10: Tail : 0.57433, Head : 0.31092, Avg : 0.44262 +2023-06-11 03:57:51,852 - yago11k_both - [INFO] - [Epoch 409]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-06-11 03:57:52,487 - yago11k_both - [INFO] - [E:410| 0]: Train Loss:0.0011203, Val MRR:0.32616, yago11k_both +2023-06-11 03:58:55,321 - yago11k_both - [INFO] - [E:410| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both +2023-06-11 03:59:58,209 - yago11k_both - [INFO] - [E:410| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both +2023-06-11 04:01:01,130 - yago11k_both - [INFO] - [E:410| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 04:02:04,079 - yago11k_both - [INFO] - [E:410| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 04:03:06,953 - yago11k_both - [INFO] - [E:410| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both +2023-06-11 04:04:09,485 - yago11k_both - [INFO] - [E:410| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 04:04:09,486 - yago11k_both - [INFO] - [Epoch:410]: Training Loss:0.001106 + +2023-06-11 04:04:09,700 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 04:04:21,639 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 04:04:33,423 - yago11k_both - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.41492, Head : 0.23389, Avg : 0.3244 + +2023-06-11 04:04:33,423 - yago11k_both - [INFO] - [Epoch 410]: Training Loss: 0.0011062, Valid MRR: 0.32616, + + + +2023-06-11 04:04:34,062 - yago11k_both - [INFO] - [E:411| 0]: Train Loss:0.001112, Val MRR:0.32616, yago11k_both +2023-06-11 04:05:37,002 - yago11k_both - [INFO] - [E:411| 100]: Train Loss:0.0011046, Val MRR:0.32616, yago11k_both +2023-06-11 04:06:39,887 - yago11k_both - [INFO] - [E:411| 200]: Train Loss:0.0011052, Val MRR:0.32616, yago11k_both +2023-06-11 04:07:42,727 - yago11k_both - [INFO] - [E:411| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both +2023-06-11 04:08:45,652 - yago11k_both - [INFO] - [E:411| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both +2023-06-11 04:09:48,525 - yago11k_both - [INFO] - [E:411| 500]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both +2023-06-11 04:10:51,055 - yago11k_both - [INFO] - [E:411| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 04:10:51,056 - yago11k_both - [INFO] - [Epoch:411]: Training Loss:0.001106 + +2023-06-11 04:10:51,269 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 04:11:03,207 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 04:11:14,971 - yago11k_both - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.41539, Head : 0.23504, Avg : 0.32521 + +2023-06-11 04:11:14,971 - yago11k_both - [INFO] - [Epoch 411]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-06-11 04:11:15,608 - yago11k_both - [INFO] - [E:412| 0]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both +2023-06-11 04:12:18,476 - yago11k_both - [INFO] - [E:412| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both +2023-06-11 04:13:21,266 - yago11k_both - [INFO] - [E:412| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both +2023-06-11 04:14:24,215 - yago11k_both - [INFO] - [E:412| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both +2023-06-11 04:15:27,206 - yago11k_both - [INFO] - [E:412| 400]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both +2023-06-11 04:16:30,081 - yago11k_both - [INFO] - [E:412| 500]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 04:17:32,677 - yago11k_both - [INFO] - [E:412| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 04:17:32,677 - yago11k_both - [INFO] - [Epoch:412]: Training Loss:0.001106 + +2023-06-11 04:17:32,894 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 04:17:44,837 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 04:17:56,619 - yago11k_both - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.41186, Head : 0.23542, Avg : 0.32364 + +2023-06-11 04:17:56,620 - yago11k_both - [INFO] - [Epoch 412]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-06-11 04:17:57,258 - yago11k_both - [INFO] - [E:413| 0]: Train Loss:0.0010921, Val MRR:0.32616, yago11k_both +2023-06-11 04:19:00,185 - yago11k_both - [INFO] - [E:413| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both +2023-06-11 04:20:03,053 - yago11k_both - [INFO] - [E:413| 200]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both +2023-06-11 04:21:05,997 - yago11k_both - [INFO] - [E:413| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both +2023-06-11 04:22:08,955 - yago11k_both - [INFO] - [E:413| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both +2023-06-11 04:23:11,821 - yago11k_both - [INFO] - [E:413| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 04:24:14,326 - yago11k_both - [INFO] - [E:413| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 04:24:14,326 - yago11k_both - [INFO] - [Epoch:413]: Training Loss:0.001106 + +2023-06-11 04:24:14,540 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 04:24:26,463 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 04:24:38,214 - yago11k_both - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.41253, Head : 0.2361, Avg : 0.32432 + +2023-06-11 04:24:38,214 - yago11k_both - [INFO] - [Epoch 413]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-06-11 04:24:38,850 - yago11k_both - [INFO] - [E:414| 0]: Train Loss:0.0011106, Val MRR:0.32616, yago11k_both +2023-06-11 04:25:41,669 - yago11k_both - [INFO] - [E:414| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 04:26:44,576 - yago11k_both - [INFO] - [E:414| 200]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both +2023-06-11 04:27:47,437 - yago11k_both - [INFO] - [E:414| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both +2023-06-11 04:28:50,344 - yago11k_both - [INFO] - [E:414| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both +2023-06-11 04:29:53,261 - yago11k_both - [INFO] - [E:414| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both +2023-06-11 04:30:55,715 - yago11k_both - [INFO] - [E:414| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 04:30:55,716 - yago11k_both - [INFO] - [Epoch:414]: Training Loss:0.001106 + +2023-06-11 04:30:55,929 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 04:31:07,847 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 04:31:19,617 - yago11k_both - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.41166, Head : 0.23296, Avg : 0.32231 + +2023-06-11 04:31:19,617 - yago11k_both - [INFO] - [Epoch 414]: Training Loss: 0.0011062, Valid MRR: 0.32616, + + + +2023-06-11 04:31:20,255 - yago11k_both - [INFO] - [E:415| 0]: Train Loss:0.0010963, Val MRR:0.32616, yago11k_both +2023-06-11 04:32:23,208 - yago11k_both - [INFO] - [E:415| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both +2023-06-11 04:33:26,083 - yago11k_both - [INFO] - [E:415| 200]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_both +2023-06-11 04:34:29,040 - yago11k_both - [INFO] - [E:415| 300]: Train Loss:0.001105, Val MRR:0.32616, yago11k_both +2023-06-11 04:35:31,998 - yago11k_both - [INFO] - [E:415| 400]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_both +2023-06-11 04:36:34,967 - yago11k_both - [INFO] - [E:415| 500]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_both +2023-06-11 04:37:37,507 - yago11k_both - [INFO] - [E:415| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both +2023-06-11 04:37:37,507 - yago11k_both - [INFO] - [Epoch:415]: Training Loss:0.001106 + +2023-06-11 04:37:37,720 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 04:37:49,645 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 04:38:01,417 - yago11k_both - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.41114, Head : 0.23275, Avg : 0.32194 + +2023-06-11 04:38:01,417 - yago11k_both - [INFO] - [Epoch 415]: Training Loss: 0.001106, Valid MRR: 0.32616, + + + +2023-06-11 04:38:02,052 - yago11k_both - [INFO] - [E:416| 0]: Train Loss:0.0011231, Val MRR:0.32616, yago11k_both +2023-06-11 04:39:04,967 - yago11k_both - [INFO] - [E:416| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both +2023-06-11 04:40:07,843 - yago11k_both - [INFO] - [E:416| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 04:41:10,797 - yago11k_both - [INFO] - [E:416| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both +2023-06-11 04:42:13,751 - yago11k_both - [INFO] - [E:416| 400]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both +2023-06-11 04:43:16,689 - yago11k_both - [INFO] - [E:416| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both +2023-06-11 04:44:19,260 - yago11k_both - [INFO] - [E:416| 600]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both +2023-06-11 04:44:19,260 - yago11k_both - [INFO] - [Epoch:416]: Training Loss:0.001106 + +2023-06-11 04:44:19,475 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 04:44:31,413 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 04:44:43,193 - yago11k_both - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.41167, Head : 0.23252, Avg : 0.3221 + +2023-06-11 04:44:43,194 - yago11k_both - [INFO] - [Epoch 416]: Training Loss: 0.0011058, Valid MRR: 0.32616, + + + +2023-06-11 04:44:43,838 - yago11k_both - [INFO] - [E:417| 0]: Train Loss:0.0011095, Val MRR:0.32616, yago11k_both +2023-06-11 04:45:46,690 - yago11k_both - [INFO] - [E:417| 100]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both +2023-06-11 04:46:49,582 - yago11k_both - [INFO] - [E:417| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both +2023-06-11 04:47:52,547 - yago11k_both - [INFO] - [E:417| 300]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_both +2023-06-11 04:48:55,445 - yago11k_both - [INFO] - [E:417| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both +2023-06-11 04:49:58,342 - yago11k_both - [INFO] - [E:417| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both +2023-06-11 04:51:00,764 - yago11k_both - [INFO] - [E:417| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both +2023-06-11 04:51:00,764 - yago11k_both - [INFO] - [Epoch:417]: Training Loss:0.001106 + +2023-06-11 04:51:00,978 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 04:51:12,903 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 04:51:24,670 - yago11k_both - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.41553, Head : 0.23326, Avg : 0.3244 + +2023-06-11 04:51:24,671 - yago11k_both - [INFO] - [Epoch 417]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-06-11 04:51:25,308 - yago11k_both - [INFO] - [E:418| 0]: Train Loss:0.0011153, Val MRR:0.32616, yago11k_both +2023-06-11 04:52:28,237 - yago11k_both - [INFO] - [E:418| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both +2023-06-11 04:53:31,155 - yago11k_both - [INFO] - [E:418| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both +2023-06-11 04:54:34,005 - yago11k_both - [INFO] - [E:418| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both +2023-06-11 04:55:36,859 - yago11k_both - [INFO] - [E:418| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 04:56:39,729 - yago11k_both - [INFO] - [E:418| 500]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both +2023-06-11 04:57:42,223 - yago11k_both - [INFO] - [E:418| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both +2023-06-11 04:57:42,224 - yago11k_both - [INFO] - [Epoch:418]: Training Loss:0.001106 + +2023-06-11 04:57:42,439 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 04:57:54,367 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 04:58:06,145 - yago11k_both - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.40846, Head : 0.23295, Avg : 0.32071 + +2023-06-11 04:58:06,145 - yago11k_both - [INFO] - [Epoch 418]: Training Loss: 0.001106, Valid MRR: 0.32616, + + + +2023-06-11 04:58:06,780 - yago11k_both - [INFO] - [E:419| 0]: Train Loss:0.0011118, Val MRR:0.32616, yago11k_both +2023-06-11 04:59:09,767 - yago11k_both - [INFO] - [E:419| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both +2023-06-11 05:00:12,555 - yago11k_both - [INFO] - [E:419| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 05:01:15,496 - yago11k_both - [INFO] - [E:419| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both +2023-06-11 05:02:18,437 - yago11k_both - [INFO] - [E:419| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 05:03:21,322 - yago11k_both - [INFO] - [E:419| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both +2023-06-11 05:04:23,840 - yago11k_both - [INFO] - [E:419| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both +2023-06-11 05:04:23,840 - yago11k_both - [INFO] - [Epoch:419]: Training Loss:0.001106 + +2023-06-11 05:04:24,054 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 05:04:35,978 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 05:04:47,744 - yago11k_both - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.41221, Head : 0.2333, Avg : 0.32275 + MR: Tail : 646.34, Head : 1043.8, Avg : 845.06 + Hit-1: Tail : 0.33134, Head : 0.19144, Avg : 0.26139 + Hit-3: Tail : 0.44429, Head : 0.23173, Avg : 0.33801 + Hit-10: Tail : 0.57627, Head : 0.31467, Avg : 0.44547 +2023-06-11 05:04:47,744 - yago11k_both - [INFO] - [Epoch 419]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-06-11 05:04:48,379 - yago11k_both - [INFO] - [E:420| 0]: Train Loss:0.0010997, Val MRR:0.32616, yago11k_both +2023-06-11 05:05:51,274 - yago11k_both - [INFO] - [E:420| 100]: Train Loss:0.0011042, Val MRR:0.32616, yago11k_both +2023-06-11 05:06:54,222 - yago11k_both - [INFO] - [E:420| 200]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both +2023-06-11 05:07:57,198 - yago11k_both - [INFO] - [E:420| 300]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 05:09:00,043 - yago11k_both - [INFO] - [E:420| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 05:10:02,841 - yago11k_both - [INFO] - [E:420| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both +2023-06-11 05:11:05,470 - yago11k_both - [INFO] - [E:420| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both +2023-06-11 05:11:05,470 - yago11k_both - [INFO] - [Epoch:420]: Training Loss:0.001106 + +2023-06-11 05:11:05,683 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 05:11:17,611 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 05:11:29,382 - yago11k_both - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.41398, Head : 0.23484, Avg : 0.32441 + +2023-06-11 05:11:29,383 - yago11k_both - [INFO] - [Epoch 420]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-06-11 05:11:30,017 - yago11k_both - [INFO] - [E:421| 0]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both +2023-06-11 05:12:32,964 - yago11k_both - [INFO] - [E:421| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k_both +2023-06-11 05:13:35,829 - yago11k_both - [INFO] - [E:421| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_both +2023-06-11 05:14:38,727 - yago11k_both - [INFO] - [E:421| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both +2023-06-11 05:15:41,539 - yago11k_both - [INFO] - [E:421| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both +2023-06-11 05:16:44,440 - yago11k_both - [INFO] - [E:421| 500]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both +2023-06-11 05:17:46,961 - yago11k_both - [INFO] - [E:421| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both +2023-06-11 05:17:46,961 - yago11k_both - [INFO] - [Epoch:421]: Training Loss:0.001106 + +2023-06-11 05:17:47,176 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 05:17:59,097 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 05:18:10,856 - yago11k_both - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.41824, Head : 0.2335, Avg : 0.32587 + +2023-06-11 05:18:10,856 - yago11k_both - [INFO] - [Epoch 421]: Training Loss: 0.0011055, Valid MRR: 0.32616, + + + +2023-06-11 05:18:11,490 - yago11k_both - [INFO] - [E:422| 0]: Train Loss:0.0011008, Val MRR:0.32616, yago11k_both +2023-06-11 05:19:14,341 - yago11k_both - [INFO] - [E:422| 100]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_both +2023-06-11 05:20:17,247 - yago11k_both - [INFO] - [E:422| 200]: Train Loss:0.0011051, Val MRR:0.32616, yago11k_both +2023-06-11 05:21:20,070 - yago11k_both - [INFO] - [E:422| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both +2023-06-11 05:22:22,915 - yago11k_both - [INFO] - [E:422| 400]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both +2023-06-11 05:23:25,761 - yago11k_both - [INFO] - [E:422| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both +2023-06-11 05:24:28,214 - yago11k_both - [INFO] - [E:422| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both +2023-06-11 05:24:28,214 - yago11k_both - [INFO] - [Epoch:422]: Training Loss:0.001105 + +2023-06-11 05:24:28,429 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 05:24:40,372 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 05:24:52,143 - yago11k_both - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.4135, Head : 0.235, Avg : 0.32425 + +2023-06-11 05:24:52,143 - yago11k_both - [INFO] - [Epoch 422]: Training Loss: 0.0011055, Valid MRR: 0.32616, + + + +2023-06-11 05:24:52,781 - yago11k_both - [INFO] - [E:423| 0]: Train Loss:0.0010893, Val MRR:0.32616, yago11k_both +2023-06-11 05:25:55,740 - yago11k_both - [INFO] - [E:423| 100]: Train Loss:0.0011023, Val MRR:0.32616, yago11k_both +2023-06-11 05:26:58,607 - yago11k_both - [INFO] - [E:423| 200]: Train Loss:0.0011045, Val MRR:0.32616, yago11k_both +2023-06-11 05:28:01,563 - yago11k_both - [INFO] - [E:423| 300]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_both +2023-06-11 05:29:04,464 - yago11k_both - [INFO] - [E:423| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both +2023-06-11 05:30:07,280 - yago11k_both - [INFO] - [E:423| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both +2023-06-11 05:31:09,695 - yago11k_both - [INFO] - [E:423| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both +2023-06-11 05:31:09,696 - yago11k_both - [INFO] - [Epoch:423]: Training Loss:0.001106 + +2023-06-11 05:31:09,910 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 05:31:21,829 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 05:31:33,629 - yago11k_both - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.40776, Head : 0.23329, Avg : 0.32053 + +2023-06-11 05:31:33,630 - yago11k_both - [INFO] - [Epoch 423]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-06-11 05:31:34,263 - yago11k_both - [INFO] - [E:424| 0]: Train Loss:0.0011189, Val MRR:0.32616, yago11k_both +2023-06-11 05:32:37,085 - yago11k_both - [INFO] - [E:424| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both +2023-06-11 05:33:40,025 - yago11k_both - [INFO] - [E:424| 200]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both +2023-06-11 05:34:42,968 - yago11k_both - [INFO] - [E:424| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both +2023-06-11 05:35:45,811 - yago11k_both - [INFO] - [E:424| 400]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_both +2023-06-11 05:36:48,713 - yago11k_both - [INFO] - [E:424| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both +2023-06-11 05:37:51,231 - yago11k_both - [INFO] - [E:424| 600]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_both +2023-06-11 05:37:51,232 - yago11k_both - [INFO] - [Epoch:424]: Training Loss:0.001105 + +2023-06-11 05:37:51,446 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 05:38:03,375 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 05:38:15,145 - yago11k_both - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.41703, Head : 0.23558, Avg : 0.32631 + +2023-06-11 05:38:16,107 - yago11k_both - [INFO] - [Epoch 424]: Training Loss: 0.0011054, Valid MRR: 0.32631, + + + +2023-06-11 05:38:16,746 - yago11k_both - [INFO] - [E:425| 0]: Train Loss:0.0011104, Val MRR:0.32631, yago11k_both +2023-06-11 05:39:19,717 - yago11k_both - [INFO] - [E:425| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 05:40:22,616 - yago11k_both - [INFO] - [E:425| 200]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both +2023-06-11 05:41:25,456 - yago11k_both - [INFO] - [E:425| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both +2023-06-11 05:42:28,282 - yago11k_both - [INFO] - [E:425| 400]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both +2023-06-11 05:43:31,165 - yago11k_both - [INFO] - [E:425| 500]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both +2023-06-11 05:44:33,635 - yago11k_both - [INFO] - [E:425| 600]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both +2023-06-11 05:44:33,635 - yago11k_both - [INFO] - [Epoch:425]: Training Loss:0.001105 + +2023-06-11 05:44:33,849 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 05:44:45,775 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 05:44:57,541 - yago11k_both - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.41391, Head : 0.23585, Avg : 0.32488 + +2023-06-11 05:44:57,542 - yago11k_both - [INFO] - [Epoch 425]: Training Loss: 0.0011053, Valid MRR: 0.32631, + + + +2023-06-11 05:44:58,176 - yago11k_both - [INFO] - [E:426| 0]: Train Loss:0.0011018, Val MRR:0.32631, yago11k_both +2023-06-11 05:46:01,081 - yago11k_both - [INFO] - [E:426| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both +2023-06-11 05:47:04,084 - yago11k_both - [INFO] - [E:426| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both +2023-06-11 05:48:06,985 - yago11k_both - [INFO] - [E:426| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both +2023-06-11 05:49:09,912 - yago11k_both - [INFO] - [E:426| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both +2023-06-11 05:50:12,803 - yago11k_both - [INFO] - [E:426| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both +2023-06-11 05:51:15,263 - yago11k_both - [INFO] - [E:426| 600]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both +2023-06-11 05:51:15,264 - yago11k_both - [INFO] - [Epoch:426]: Training Loss:0.001105 + +2023-06-11 05:51:15,478 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 05:51:27,412 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 05:51:39,180 - yago11k_both - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.41439, Head : 0.23477, Avg : 0.32458 + +2023-06-11 05:51:39,180 - yago11k_both - [INFO] - [Epoch 426]: Training Loss: 0.0011051, Valid MRR: 0.32631, + + + +2023-06-11 05:51:39,817 - yago11k_both - [INFO] - [E:427| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k_both +2023-06-11 05:52:42,739 - yago11k_both - [INFO] - [E:427| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both +2023-06-11 05:53:45,550 - yago11k_both - [INFO] - [E:427| 200]: Train Loss:0.0011062, Val MRR:0.32631, yago11k_both +2023-06-11 05:54:48,379 - yago11k_both - [INFO] - [E:427| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both +2023-06-11 05:55:51,269 - yago11k_both - [INFO] - [E:427| 400]: Train Loss:0.0011059, Val MRR:0.32631, yago11k_both +2023-06-11 05:56:54,085 - yago11k_both - [INFO] - [E:427| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_both +2023-06-11 05:57:56,613 - yago11k_both - [INFO] - [E:427| 600]: Train Loss:0.0011052, Val MRR:0.32631, yago11k_both +2023-06-11 05:57:56,613 - yago11k_both - [INFO] - [Epoch:427]: Training Loss:0.001105 + +2023-06-11 05:57:56,829 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 05:58:08,785 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 05:58:20,571 - yago11k_both - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.4116, Head : 0.23329, Avg : 0.32244 + +2023-06-11 05:58:20,571 - yago11k_both - [INFO] - [Epoch 427]: Training Loss: 0.0011052, Valid MRR: 0.32631, + + + +2023-06-11 05:58:21,207 - yago11k_both - [INFO] - [E:428| 0]: Train Loss:0.0010884, Val MRR:0.32631, yago11k_both +2023-06-11 05:59:24,104 - yago11k_both - [INFO] - [E:428| 100]: Train Loss:0.0011062, Val MRR:0.32631, yago11k_both +2023-06-11 06:00:26,993 - yago11k_both - [INFO] - [E:428| 200]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both +2023-06-11 06:01:29,958 - yago11k_both - [INFO] - [E:428| 300]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both +2023-06-11 06:02:32,859 - yago11k_both - [INFO] - [E:428| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both +2023-06-11 06:03:35,766 - yago11k_both - [INFO] - [E:428| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_both +2023-06-11 06:04:38,249 - yago11k_both - [INFO] - [E:428| 600]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both +2023-06-11 06:04:38,249 - yago11k_both - [INFO] - [Epoch:428]: Training Loss:0.001105 + +2023-06-11 06:04:38,463 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 06:04:50,388 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 06:05:02,145 - yago11k_both - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.41183, Head : 0.23423, Avg : 0.32303 + +2023-06-11 06:05:02,145 - yago11k_both - [INFO] - [Epoch 428]: Training Loss: 0.001105, Valid MRR: 0.32631, + + + +2023-06-11 06:05:02,778 - yago11k_both - [INFO] - [E:429| 0]: Train Loss:0.0010839, Val MRR:0.32631, yago11k_both +2023-06-11 06:06:05,588 - yago11k_both - [INFO] - [E:429| 100]: Train Loss:0.0011023, Val MRR:0.32631, yago11k_both +2023-06-11 06:07:08,447 - yago11k_both - [INFO] - [E:429| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both +2023-06-11 06:08:11,224 - yago11k_both - [INFO] - [E:429| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both +2023-06-11 06:09:14,034 - yago11k_both - [INFO] - [E:429| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both +2023-06-11 06:10:16,915 - yago11k_both - [INFO] - [E:429| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 06:11:19,371 - yago11k_both - [INFO] - [E:429| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 06:11:19,371 - yago11k_both - [INFO] - [Epoch:429]: Training Loss:0.001105 + +2023-06-11 06:11:19,584 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 06:11:31,507 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 06:11:43,277 - yago11k_both - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.41487, Head : 0.23401, Avg : 0.32444 + MR: Tail : 652.24, Head : 1010.8, Avg : 831.5 + Hit-1: Tail : 0.33162, Head : 0.19283, Avg : 0.26223 + Hit-3: Tail : 0.45304, Head : 0.23159, Avg : 0.34232 + Hit-10: Tail : 0.58127, Head : 0.31412, Avg : 0.44769 +2023-06-11 06:11:43,277 - yago11k_both - [INFO] - [Epoch 429]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-06-11 06:11:43,914 - yago11k_both - [INFO] - [E:430| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both +2023-06-11 06:12:46,747 - yago11k_both - [INFO] - [E:430| 100]: Train Loss:0.0011087, Val MRR:0.32631, yago11k_both +2023-06-11 06:13:49,664 - yago11k_both - [INFO] - [E:430| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both +2023-06-11 06:14:52,632 - yago11k_both - [INFO] - [E:430| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both +2023-06-11 06:15:55,541 - yago11k_both - [INFO] - [E:430| 400]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both +2023-06-11 06:16:58,478 - yago11k_both - [INFO] - [E:430| 500]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both +2023-06-11 06:18:00,957 - yago11k_both - [INFO] - [E:430| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both +2023-06-11 06:18:00,957 - yago11k_both - [INFO] - [Epoch:430]: Training Loss:0.001105 + +2023-06-11 06:18:01,172 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 06:18:13,101 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 06:18:24,858 - yago11k_both - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.41085, Head : 0.23533, Avg : 0.32309 + +2023-06-11 06:18:24,858 - yago11k_both - [INFO] - [Epoch 430]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-06-11 06:18:25,494 - yago11k_both - [INFO] - [E:431| 0]: Train Loss:0.0010948, Val MRR:0.32631, yago11k_both +2023-06-11 06:19:28,499 - yago11k_both - [INFO] - [E:431| 100]: Train Loss:0.0011028, Val MRR:0.32631, yago11k_both +2023-06-11 06:20:31,436 - yago11k_both - [INFO] - [E:431| 200]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 06:21:34,244 - yago11k_both - [INFO] - [E:431| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both +2023-06-11 06:22:37,144 - yago11k_both - [INFO] - [E:431| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both +2023-06-11 06:23:40,051 - yago11k_both - [INFO] - [E:431| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both +2023-06-11 06:24:42,494 - yago11k_both - [INFO] - [E:431| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both +2023-06-11 06:24:42,495 - yago11k_both - [INFO] - [Epoch:431]: Training Loss:0.001105 + +2023-06-11 06:24:42,708 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 06:24:54,643 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 06:25:06,393 - yago11k_both - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.41037, Head : 0.23424, Avg : 0.3223 + +2023-06-11 06:25:06,393 - yago11k_both - [INFO] - [Epoch 431]: Training Loss: 0.0011046, Valid MRR: 0.32631, + + + +2023-06-11 06:25:07,027 - yago11k_both - [INFO] - [E:432| 0]: Train Loss:0.0011212, Val MRR:0.32631, yago11k_both +2023-06-11 06:26:09,834 - yago11k_both - [INFO] - [E:432| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 06:27:12,650 - yago11k_both - [INFO] - [E:432| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both +2023-06-11 06:28:15,472 - yago11k_both - [INFO] - [E:432| 300]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both +2023-06-11 06:29:18,315 - yago11k_both - [INFO] - [E:432| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both +2023-06-11 06:30:21,185 - yago11k_both - [INFO] - [E:432| 500]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both +2023-06-11 06:31:23,565 - yago11k_both - [INFO] - [E:432| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both +2023-06-11 06:31:23,565 - yago11k_both - [INFO] - [Epoch:432]: Training Loss:0.001105 + +2023-06-11 06:31:23,779 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 06:31:35,693 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 06:31:47,444 - yago11k_both - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.4113, Head : 0.23452, Avg : 0.32291 + +2023-06-11 06:31:47,445 - yago11k_both - [INFO] - [Epoch 432]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-06-11 06:31:48,077 - yago11k_both - [INFO] - [E:433| 0]: Train Loss:0.0011016, Val MRR:0.32631, yago11k_both +2023-06-11 06:32:50,853 - yago11k_both - [INFO] - [E:433| 100]: Train Loss:0.0011075, Val MRR:0.32631, yago11k_both +2023-06-11 06:33:53,755 - yago11k_both - [INFO] - [E:433| 200]: Train Loss:0.0011061, Val MRR:0.32631, yago11k_both +2023-06-11 06:34:56,631 - yago11k_both - [INFO] - [E:433| 300]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_both +2023-06-11 06:35:59,504 - yago11k_both - [INFO] - [E:433| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both +2023-06-11 06:37:02,346 - yago11k_both - [INFO] - [E:433| 500]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both +2023-06-11 06:38:04,709 - yago11k_both - [INFO] - [E:433| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 06:38:04,709 - yago11k_both - [INFO] - [Epoch:433]: Training Loss:0.001105 + +2023-06-11 06:38:04,922 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 06:38:16,838 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 06:38:28,587 - yago11k_both - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.41496, Head : 0.23722, Avg : 0.32609 + +2023-06-11 06:38:28,587 - yago11k_both - [INFO] - [Epoch 433]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-06-11 06:38:29,221 - yago11k_both - [INFO] - [E:434| 0]: Train Loss:0.0011155, Val MRR:0.32631, yago11k_both +2023-06-11 06:39:32,066 - yago11k_both - [INFO] - [E:434| 100]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both +2023-06-11 06:40:34,860 - yago11k_both - [INFO] - [E:434| 200]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both +2023-06-11 06:41:37,672 - yago11k_both - [INFO] - [E:434| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both +2023-06-11 06:42:40,533 - yago11k_both - [INFO] - [E:434| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both +2023-06-11 06:43:43,309 - yago11k_both - [INFO] - [E:434| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 06:44:45,709 - yago11k_both - [INFO] - [E:434| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 06:44:45,709 - yago11k_both - [INFO] - [Epoch:434]: Training Loss:0.001105 + +2023-06-11 06:44:45,923 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 06:44:57,828 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 06:45:09,580 - yago11k_both - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.41456, Head : 0.2359, Avg : 0.32523 + +2023-06-11 06:45:09,581 - yago11k_both - [INFO] - [Epoch 434]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-06-11 06:45:10,215 - yago11k_both - [INFO] - [E:435| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both +2023-06-11 06:46:13,139 - yago11k_both - [INFO] - [E:435| 100]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both +2023-06-11 06:47:16,046 - yago11k_both - [INFO] - [E:435| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both +2023-06-11 06:48:19,022 - yago11k_both - [INFO] - [E:435| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both +2023-06-11 06:49:21,917 - yago11k_both - [INFO] - [E:435| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both +2023-06-11 06:50:24,771 - yago11k_both - [INFO] - [E:435| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both +2023-06-11 06:51:27,215 - yago11k_both - [INFO] - [E:435| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both +2023-06-11 06:51:27,216 - yago11k_both - [INFO] - [Epoch:435]: Training Loss:0.001105 + +2023-06-11 06:51:27,429 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 06:51:39,349 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 06:51:51,102 - yago11k_both - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.41312, Head : 0.23676, Avg : 0.32494 + +2023-06-11 06:51:51,102 - yago11k_both - [INFO] - [Epoch 435]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-06-11 06:51:51,738 - yago11k_both - [INFO] - [E:436| 0]: Train Loss:0.001126, Val MRR:0.32631, yago11k_both +2023-06-11 06:52:54,549 - yago11k_both - [INFO] - [E:436| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both +2023-06-11 06:53:57,396 - yago11k_both - [INFO] - [E:436| 200]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both +2023-06-11 06:55:00,325 - yago11k_both - [INFO] - [E:436| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both +2023-06-11 06:56:03,137 - yago11k_both - [INFO] - [E:436| 400]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 06:57:05,956 - yago11k_both - [INFO] - [E:436| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both +2023-06-11 06:58:08,342 - yago11k_both - [INFO] - [E:436| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both +2023-06-11 06:58:08,342 - yago11k_both - [INFO] - [Epoch:436]: Training Loss:0.001105 + +2023-06-11 06:58:08,555 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 06:58:20,471 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 06:58:32,224 - yago11k_both - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.41663, Head : 0.23511, Avg : 0.32587 + +2023-06-11 06:58:32,224 - yago11k_both - [INFO] - [Epoch 436]: Training Loss: 0.0011046, Valid MRR: 0.32631, + + + +2023-06-11 06:58:32,863 - yago11k_both - [INFO] - [E:437| 0]: Train Loss:0.0011157, Val MRR:0.32631, yago11k_both +2023-06-11 06:59:35,673 - yago11k_both - [INFO] - [E:437| 100]: Train Loss:0.0011016, Val MRR:0.32631, yago11k_both +2023-06-11 07:00:38,581 - yago11k_both - [INFO] - [E:437| 200]: Train Loss:0.0011028, Val MRR:0.32631, yago11k_both +2023-06-11 07:01:41,491 - yago11k_both - [INFO] - [E:437| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 07:02:44,376 - yago11k_both - [INFO] - [E:437| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 07:03:47,232 - yago11k_both - [INFO] - [E:437| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 07:04:49,602 - yago11k_both - [INFO] - [E:437| 600]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both +2023-06-11 07:04:49,602 - yago11k_both - [INFO] - [Epoch:437]: Training Loss:0.001105 + +2023-06-11 07:04:49,817 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 07:05:01,738 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 07:05:13,487 - yago11k_both - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.41627, Head : 0.23558, Avg : 0.32593 + +2023-06-11 07:05:13,487 - yago11k_both - [INFO] - [Epoch 437]: Training Loss: 0.0011045, Valid MRR: 0.32631, + + + +2023-06-11 07:05:14,122 - yago11k_both - [INFO] - [E:438| 0]: Train Loss:0.0010883, Val MRR:0.32631, yago11k_both +2023-06-11 07:06:16,979 - yago11k_both - [INFO] - [E:438| 100]: Train Loss:0.0011061, Val MRR:0.32631, yago11k_both +2023-06-11 07:07:19,773 - yago11k_both - [INFO] - [E:438| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k_both +2023-06-11 07:08:22,606 - yago11k_both - [INFO] - [E:438| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both +2023-06-11 07:09:25,521 - yago11k_both - [INFO] - [E:438| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both +2023-06-11 07:10:28,314 - yago11k_both - [INFO] - [E:438| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 07:11:30,778 - yago11k_both - [INFO] - [E:438| 600]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both +2023-06-11 07:11:30,778 - yago11k_both - [INFO] - [Epoch:438]: Training Loss:0.001104 + +2023-06-11 07:11:30,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 07:11:42,920 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 07:11:54,716 - yago11k_both - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.41316, Head : 0.23621, Avg : 0.32469 + +2023-06-11 07:11:54,716 - yago11k_both - [INFO] - [Epoch 438]: Training Loss: 0.0011043, Valid MRR: 0.32631, + + + +2023-06-11 07:11:55,352 - yago11k_both - [INFO] - [E:439| 0]: Train Loss:0.0010952, Val MRR:0.32631, yago11k_both +2023-06-11 07:12:58,252 - yago11k_both - [INFO] - [E:439| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 07:14:01,145 - yago11k_both - [INFO] - [E:439| 200]: Train Loss:0.0011029, Val MRR:0.32631, yago11k_both +2023-06-11 07:15:04,142 - yago11k_both - [INFO] - [E:439| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both +2023-06-11 07:16:07,058 - yago11k_both - [INFO] - [E:439| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both +2023-06-11 07:17:09,867 - yago11k_both - [INFO] - [E:439| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 07:18:12,366 - yago11k_both - [INFO] - [E:439| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 07:18:12,366 - yago11k_both - [INFO] - [Epoch:439]: Training Loss:0.001104 + +2023-06-11 07:18:12,580 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 07:18:24,496 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 07:18:36,252 - yago11k_both - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.41131, Head : 0.23644, Avg : 0.32388 + MR: Tail : 679.76, Head : 1018.4, Avg : 849.11 + Hit-1: Tail : 0.32565, Head : 0.1945, Avg : 0.26007 + Hit-3: Tail : 0.4504, Head : 0.23548, Avg : 0.34294 + Hit-10: Tail : 0.57919, Head : 0.31509, Avg : 0.44714 +2023-06-11 07:18:36,253 - yago11k_both - [INFO] - [Epoch 439]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-06-11 07:18:36,892 - yago11k_both - [INFO] - [E:440| 0]: Train Loss:0.0011176, Val MRR:0.32631, yago11k_both +2023-06-11 07:19:39,825 - yago11k_both - [INFO] - [E:440| 100]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both +2023-06-11 07:20:42,735 - yago11k_both - [INFO] - [E:440| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 07:21:45,694 - yago11k_both - [INFO] - [E:440| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 07:22:48,648 - yago11k_both - [INFO] - [E:440| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both +2023-06-11 07:23:51,614 - yago11k_both - [INFO] - [E:440| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 07:24:53,958 - yago11k_both - [INFO] - [E:440| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 07:24:53,959 - yago11k_both - [INFO] - [Epoch:440]: Training Loss:0.001104 + +2023-06-11 07:24:54,173 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 07:25:06,088 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 07:25:17,841 - yago11k_both - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.41286, Head : 0.23395, Avg : 0.32341 + +2023-06-11 07:25:17,841 - yago11k_both - [INFO] - [Epoch 440]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-06-11 07:25:18,473 - yago11k_both - [INFO] - [E:441| 0]: Train Loss:0.0010775, Val MRR:0.32631, yago11k_both +2023-06-11 07:26:21,285 - yago11k_both - [INFO] - [E:441| 100]: Train Loss:0.0011025, Val MRR:0.32631, yago11k_both +2023-06-11 07:27:24,128 - yago11k_both - [INFO] - [E:441| 200]: Train Loss:0.0011027, Val MRR:0.32631, yago11k_both +2023-06-11 07:28:26,933 - yago11k_both - [INFO] - [E:441| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both +2023-06-11 07:29:29,775 - yago11k_both - [INFO] - [E:441| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both +2023-06-11 07:30:32,724 - yago11k_both - [INFO] - [E:441| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 07:31:35,198 - yago11k_both - [INFO] - [E:441| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both +2023-06-11 07:31:35,199 - yago11k_both - [INFO] - [Epoch:441]: Training Loss:0.001104 + +2023-06-11 07:31:35,413 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 07:31:47,342 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 07:31:59,102 - yago11k_both - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.41647, Head : 0.23604, Avg : 0.32626 + +2023-06-11 07:31:59,102 - yago11k_both - [INFO] - [Epoch 441]: Training Loss: 0.0011044, Valid MRR: 0.32631, + + + +2023-06-11 07:31:59,736 - yago11k_both - [INFO] - [E:442| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k_both +2023-06-11 07:33:02,620 - yago11k_both - [INFO] - [E:442| 100]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both +2023-06-11 07:34:05,496 - yago11k_both - [INFO] - [E:442| 200]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 07:35:08,446 - yago11k_both - [INFO] - [E:442| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both +2023-06-11 07:36:11,376 - yago11k_both - [INFO] - [E:442| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both +2023-06-11 07:37:14,209 - yago11k_both - [INFO] - [E:442| 500]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 07:38:16,581 - yago11k_both - [INFO] - [E:442| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 07:38:16,581 - yago11k_both - [INFO] - [Epoch:442]: Training Loss:0.001104 + +2023-06-11 07:38:16,796 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 07:38:28,748 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 07:38:40,526 - yago11k_both - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.4151, Head : 0.23505, Avg : 0.32508 + +2023-06-11 07:38:40,526 - yago11k_both - [INFO] - [Epoch 442]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-06-11 07:38:41,167 - yago11k_both - [INFO] - [E:443| 0]: Train Loss:0.0011096, Val MRR:0.32631, yago11k_both +2023-06-11 07:39:44,084 - yago11k_both - [INFO] - [E:443| 100]: Train Loss:0.001103, Val MRR:0.32631, yago11k_both +2023-06-11 07:40:46,975 - yago11k_both - [INFO] - [E:443| 200]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both +2023-06-11 07:41:49,813 - yago11k_both - [INFO] - [E:443| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both +2023-06-11 07:42:52,618 - yago11k_both - [INFO] - [E:443| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both +2023-06-11 07:43:55,457 - yago11k_both - [INFO] - [E:443| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both +2023-06-11 07:44:57,960 - yago11k_both - [INFO] - [E:443| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both +2023-06-11 07:44:57,960 - yago11k_both - [INFO] - [Epoch:443]: Training Loss:0.001104 + +2023-06-11 07:44:58,175 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 07:45:10,098 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 07:45:21,863 - yago11k_both - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.41607, Head : 0.23479, Avg : 0.32543 + +2023-06-11 07:45:21,863 - yago11k_both - [INFO] - [Epoch 443]: Training Loss: 0.0011044, Valid MRR: 0.32631, + + + +2023-06-11 07:45:22,497 - yago11k_both - [INFO] - [E:444| 0]: Train Loss:0.001101, Val MRR:0.32631, yago11k_both +2023-06-11 07:46:25,408 - yago11k_both - [INFO] - [E:444| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both +2023-06-11 07:47:28,416 - yago11k_both - [INFO] - [E:444| 200]: Train Loss:0.0011033, Val MRR:0.32631, yago11k_both +2023-06-11 07:48:31,258 - yago11k_both - [INFO] - [E:444| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 07:49:34,117 - yago11k_both - [INFO] - [E:444| 400]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both +2023-06-11 07:50:37,120 - yago11k_both - [INFO] - [E:444| 500]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both +2023-06-11 07:51:39,582 - yago11k_both - [INFO] - [E:444| 600]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both +2023-06-11 07:51:39,582 - yago11k_both - [INFO] - [Epoch:444]: Training Loss:0.001104 + +2023-06-11 07:51:39,796 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 07:51:51,712 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 07:52:03,470 - yago11k_both - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.41608, Head : 0.23465, Avg : 0.32536 + +2023-06-11 07:52:03,470 - yago11k_both - [INFO] - [Epoch 444]: Training Loss: 0.0011041, Valid MRR: 0.32631, + + + +2023-06-11 07:52:04,110 - yago11k_both - [INFO] - [E:445| 0]: Train Loss:0.0011099, Val MRR:0.32631, yago11k_both +2023-06-11 07:53:07,036 - yago11k_both - [INFO] - [E:445| 100]: Train Loss:0.0011069, Val MRR:0.32631, yago11k_both +2023-06-11 07:54:09,968 - yago11k_both - [INFO] - [E:445| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k_both +2023-06-11 07:55:12,893 - yago11k_both - [INFO] - [E:445| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 07:56:15,871 - yago11k_both - [INFO] - [E:445| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both +2023-06-11 07:57:18,820 - yago11k_both - [INFO] - [E:445| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both +2023-06-11 07:58:21,352 - yago11k_both - [INFO] - [E:445| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 07:58:21,353 - yago11k_both - [INFO] - [Epoch:445]: Training Loss:0.001104 + +2023-06-11 07:58:21,567 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 07:58:33,483 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 07:58:45,228 - yago11k_both - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.41114, Head : 0.23454, Avg : 0.32284 + +2023-06-11 07:58:45,228 - yago11k_both - [INFO] - [Epoch 445]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-06-11 07:58:45,863 - yago11k_both - [INFO] - [E:446| 0]: Train Loss:0.0011194, Val MRR:0.32631, yago11k_both +2023-06-11 07:59:48,844 - yago11k_both - [INFO] - [E:446| 100]: Train Loss:0.0011031, Val MRR:0.32631, yago11k_both +2023-06-11 08:00:51,781 - yago11k_both - [INFO] - [E:446| 200]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both +2023-06-11 08:01:54,725 - yago11k_both - [INFO] - [E:446| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 08:02:57,711 - yago11k_both - [INFO] - [E:446| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both +2023-06-11 08:04:00,643 - yago11k_both - [INFO] - [E:446| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both +2023-06-11 08:05:03,209 - yago11k_both - [INFO] - [E:446| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 08:05:03,209 - yago11k_both - [INFO] - [Epoch:446]: Training Loss:0.001104 + +2023-06-11 08:05:03,425 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 08:05:15,346 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 08:05:27,103 - yago11k_both - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.41113, Head : 0.23359, Avg : 0.32236 + +2023-06-11 08:05:27,103 - yago11k_both - [INFO] - [Epoch 446]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-06-11 08:05:27,739 - yago11k_both - [INFO] - [E:447| 0]: Train Loss:0.00111, Val MRR:0.32631, yago11k_both +2023-06-11 08:06:30,640 - yago11k_both - [INFO] - [E:447| 100]: Train Loss:0.0011021, Val MRR:0.32631, yago11k_both +2023-06-11 08:07:33,576 - yago11k_both - [INFO] - [E:447| 200]: Train Loss:0.0011026, Val MRR:0.32631, yago11k_both +2023-06-11 08:08:36,494 - yago11k_both - [INFO] - [E:447| 300]: Train Loss:0.0011027, Val MRR:0.32631, yago11k_both +2023-06-11 08:09:39,351 - yago11k_both - [INFO] - [E:447| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both +2023-06-11 08:10:42,232 - yago11k_both - [INFO] - [E:447| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both +2023-06-11 08:11:44,774 - yago11k_both - [INFO] - [E:447| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 08:11:44,774 - yago11k_both - [INFO] - [Epoch:447]: Training Loss:0.001104 + +2023-06-11 08:11:44,988 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 08:11:56,916 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 08:12:08,669 - yago11k_both - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.41268, Head : 0.23443, Avg : 0.32355 + +2023-06-11 08:12:08,670 - yago11k_both - [INFO] - [Epoch 447]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-06-11 08:12:09,306 - yago11k_both - [INFO] - [E:448| 0]: Train Loss:0.0011075, Val MRR:0.32631, yago11k_both +2023-06-11 08:13:12,216 - yago11k_both - [INFO] - [E:448| 100]: Train Loss:0.0011017, Val MRR:0.32631, yago11k_both +2023-06-11 08:14:15,126 - yago11k_both - [INFO] - [E:448| 200]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both +2023-06-11 08:15:17,917 - yago11k_both - [INFO] - [E:448| 300]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both +2023-06-11 08:16:20,727 - yago11k_both - [INFO] - [E:448| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both +2023-06-11 08:17:23,660 - yago11k_both - [INFO] - [E:448| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both +2023-06-11 08:18:26,174 - yago11k_both - [INFO] - [E:448| 600]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both +2023-06-11 08:18:26,174 - yago11k_both - [INFO] - [Epoch:448]: Training Loss:0.001104 + +2023-06-11 08:18:26,388 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 08:18:38,324 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 08:18:50,080 - yago11k_both - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.4095, Head : 0.23347, Avg : 0.32148 + +2023-06-11 08:18:50,080 - yago11k_both - [INFO] - [Epoch 448]: Training Loss: 0.0011038, Valid MRR: 0.32631, + + + +2023-06-11 08:18:50,714 - yago11k_both - [INFO] - [E:449| 0]: Train Loss:0.0010949, Val MRR:0.32631, yago11k_both +2023-06-11 08:19:53,642 - yago11k_both - [INFO] - [E:449| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both +2023-06-11 08:20:56,471 - yago11k_both - [INFO] - [E:449| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both +2023-06-11 08:21:59,302 - yago11k_both - [INFO] - [E:449| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 08:23:02,213 - yago11k_both - [INFO] - [E:449| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 08:24:05,165 - yago11k_both - [INFO] - [E:449| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both +2023-06-11 08:25:07,703 - yago11k_both - [INFO] - [E:449| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 08:25:07,703 - yago11k_both - [INFO] - [Epoch:449]: Training Loss:0.001104 + +2023-06-11 08:25:07,918 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 08:25:19,850 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 08:25:31,684 - yago11k_both - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.41473, Head : 0.23378, Avg : 0.32426 + MR: Tail : 652.99, Head : 1027.9, Avg : 840.47 + Hit-1: Tail : 0.33162, Head : 0.19241, Avg : 0.26202 + Hit-3: Tail : 0.45596, Head : 0.23118, Avg : 0.34357 + Hit-10: Tail : 0.58044, Head : 0.31203, Avg : 0.44624 +2023-06-11 08:25:31,684 - yago11k_both - [INFO] - [Epoch 449]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-06-11 08:25:32,318 - yago11k_both - [INFO] - [E:450| 0]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both +2023-06-11 08:26:35,244 - yago11k_both - [INFO] - [E:450| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 08:27:38,141 - yago11k_both - [INFO] - [E:450| 200]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both +2023-06-11 08:28:41,114 - yago11k_both - [INFO] - [E:450| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 08:29:43,939 - yago11k_both - [INFO] - [E:450| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both +2023-06-11 08:30:46,770 - yago11k_both - [INFO] - [E:450| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both +2023-06-11 08:31:49,202 - yago11k_both - [INFO] - [E:450| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both +2023-06-11 08:31:49,202 - yago11k_both - [INFO] - [Epoch:450]: Training Loss:0.001104 + +2023-06-11 08:31:49,417 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 08:32:01,361 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 08:32:13,125 - yago11k_both - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.41225, Head : 0.23558, Avg : 0.32392 + +2023-06-11 08:32:13,125 - yago11k_both - [INFO] - [Epoch 450]: Training Loss: 0.0011037, Valid MRR: 0.32631, + + + +2023-06-11 08:32:13,760 - yago11k_both - [INFO] - [E:451| 0]: Train Loss:0.0010995, Val MRR:0.32631, yago11k_both +2023-06-11 08:33:16,710 - yago11k_both - [INFO] - [E:451| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both +2023-06-11 08:34:19,582 - yago11k_both - [INFO] - [E:451| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 08:35:22,413 - yago11k_both - [INFO] - [E:451| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both +2023-06-11 08:36:25,256 - yago11k_both - [INFO] - [E:451| 400]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both +2023-06-11 08:37:28,135 - yago11k_both - [INFO] - [E:451| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both +2023-06-11 08:38:30,546 - yago11k_both - [INFO] - [E:451| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both +2023-06-11 08:38:30,546 - yago11k_both - [INFO] - [Epoch:451]: Training Loss:0.001104 + +2023-06-11 08:38:30,760 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 08:38:42,682 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 08:38:54,439 - yago11k_both - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.4087, Head : 0.23425, Avg : 0.32148 + +2023-06-11 08:38:54,439 - yago11k_both - [INFO] - [Epoch 451]: Training Loss: 0.0011037, Valid MRR: 0.32631, + + + +2023-06-11 08:38:55,076 - yago11k_both - [INFO] - [E:452| 0]: Train Loss:0.0011021, Val MRR:0.32631, yago11k_both +2023-06-11 08:39:57,980 - yago11k_both - [INFO] - [E:452| 100]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both +2023-06-11 08:41:00,893 - yago11k_both - [INFO] - [E:452| 200]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_both +2023-06-11 08:42:03,841 - yago11k_both - [INFO] - [E:452| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both +2023-06-11 08:43:06,804 - yago11k_both - [INFO] - [E:452| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both +2023-06-11 08:44:09,643 - yago11k_both - [INFO] - [E:452| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both +2023-06-11 08:45:12,009 - yago11k_both - [INFO] - [E:452| 600]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both +2023-06-11 08:45:12,010 - yago11k_both - [INFO] - [Epoch:452]: Training Loss:0.001104 + +2023-06-11 08:45:12,224 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 08:45:24,152 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 08:45:35,903 - yago11k_both - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.40956, Head : 0.23484, Avg : 0.3222 + +2023-06-11 08:45:35,903 - yago11k_both - [INFO] - [Epoch 452]: Training Loss: 0.0011039, Valid MRR: 0.32631, + + + +2023-06-11 08:45:36,539 - yago11k_both - [INFO] - [E:453| 0]: Train Loss:0.0010934, Val MRR:0.32631, yago11k_both +2023-06-11 08:46:39,457 - yago11k_both - [INFO] - [E:453| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both +2023-06-11 08:47:42,253 - yago11k_both - [INFO] - [E:453| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both +2023-06-11 08:48:45,044 - yago11k_both - [INFO] - [E:453| 300]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both +2023-06-11 08:49:47,985 - yago11k_both - [INFO] - [E:453| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both +2023-06-11 08:50:50,919 - yago11k_both - [INFO] - [E:453| 500]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both +2023-06-11 08:51:53,355 - yago11k_both - [INFO] - [E:453| 600]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both +2023-06-11 08:51:53,356 - yago11k_both - [INFO] - [Epoch:453]: Training Loss:0.001103 + +2023-06-11 08:51:53,574 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 08:52:05,554 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 08:52:17,333 - yago11k_both - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.41295, Head : 0.2363, Avg : 0.32462 + +2023-06-11 08:52:17,333 - yago11k_both - [INFO] - [Epoch 453]: Training Loss: 0.0011032, Valid MRR: 0.32631, + + + +2023-06-11 08:52:17,971 - yago11k_both - [INFO] - [E:454| 0]: Train Loss:0.0011147, Val MRR:0.32631, yago11k_both +2023-06-11 08:53:20,857 - yago11k_both - [INFO] - [E:454| 100]: Train Loss:0.0011018, Val MRR:0.32631, yago11k_both +2023-06-11 08:54:23,766 - yago11k_both - [INFO] - [E:454| 200]: Train Loss:0.0011022, Val MRR:0.32631, yago11k_both +2023-06-11 08:55:26,661 - yago11k_both - [INFO] - [E:454| 300]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both +2023-06-11 08:56:29,497 - yago11k_both - [INFO] - [E:454| 400]: Train Loss:0.0011031, Val MRR:0.32631, yago11k_both +2023-06-11 08:57:32,302 - yago11k_both - [INFO] - [E:454| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both +2023-06-11 08:58:34,782 - yago11k_both - [INFO] - [E:454| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both +2023-06-11 08:58:34,782 - yago11k_both - [INFO] - [Epoch:454]: Training Loss:0.001103 + +2023-06-11 08:58:34,996 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 08:58:46,927 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 08:58:58,682 - yago11k_both - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.41324, Head : 0.23406, Avg : 0.32365 + +2023-06-11 08:58:58,682 - yago11k_both - [INFO] - [Epoch 454]: Training Loss: 0.0011034, Valid MRR: 0.32631, + + + +2023-06-11 08:58:59,318 - yago11k_both - [INFO] - [E:455| 0]: Train Loss:0.0010945, Val MRR:0.32631, yago11k_both +2023-06-11 09:00:02,149 - yago11k_both - [INFO] - [E:455| 100]: Train Loss:0.0011029, Val MRR:0.32631, yago11k_both +2023-06-11 09:01:05,048 - yago11k_both - [INFO] - [E:455| 200]: Train Loss:0.0011048, Val MRR:0.32631, yago11k_both +2023-06-11 09:02:07,987 - yago11k_both - [INFO] - [E:455| 300]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both +2023-06-11 09:03:10,922 - yago11k_both - [INFO] - [E:455| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both +2023-06-11 09:04:13,801 - yago11k_both - [INFO] - [E:455| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both +2023-06-11 09:05:16,260 - yago11k_both - [INFO] - [E:455| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both +2023-06-11 09:05:16,260 - yago11k_both - [INFO] - [Epoch:455]: Training Loss:0.001104 + +2023-06-11 09:05:16,475 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 09:05:28,407 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 09:05:40,170 - yago11k_both - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.41213, Head : 0.2362, Avg : 0.32417 + +2023-06-11 09:05:40,170 - yago11k_both - [INFO] - [Epoch 455]: Training Loss: 0.0011036, Valid MRR: 0.32631, + + + +2023-06-11 09:05:40,805 - yago11k_both - [INFO] - [E:456| 0]: Train Loss:0.0011015, Val MRR:0.32631, yago11k_both +2023-06-11 09:06:43,791 - yago11k_both - [INFO] - [E:456| 100]: Train Loss:0.0011014, Val MRR:0.32631, yago11k_both +2023-06-11 09:07:46,657 - yago11k_both - [INFO] - [E:456| 200]: Train Loss:0.001103, Val MRR:0.32631, yago11k_both +2023-06-11 09:08:49,554 - yago11k_both - [INFO] - [E:456| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both +2023-06-11 09:09:52,539 - yago11k_both - [INFO] - [E:456| 400]: Train Loss:0.0011033, Val MRR:0.32631, yago11k_both +2023-06-11 09:10:55,460 - yago11k_both - [INFO] - [E:456| 500]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both +2023-06-11 09:11:57,994 - yago11k_both - [INFO] - [E:456| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both +2023-06-11 09:11:57,994 - yago11k_both - [INFO] - [Epoch:456]: Training Loss:0.001103 + +2023-06-11 09:11:58,209 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 09:12:10,143 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 09:12:21,899 - yago11k_both - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.41326, Head : 0.23489, Avg : 0.32407 + +2023-06-11 09:12:21,900 - yago11k_both - [INFO] - [Epoch 456]: Training Loss: 0.0011034, Valid MRR: 0.32631, + + + +2023-06-11 09:12:22,537 - yago11k_both - [INFO] - [E:457| 0]: Train Loss:0.0011125, Val MRR:0.32631, yago11k_both +2023-06-11 09:13:25,514 - yago11k_both - [INFO] - [E:457| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both +2023-06-11 09:14:28,450 - yago11k_both - [INFO] - [E:457| 200]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both +2023-06-11 09:15:31,287 - yago11k_both - [INFO] - [E:457| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both +2023-06-11 09:16:34,200 - yago11k_both - [INFO] - [E:457| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both +2023-06-11 09:17:37,102 - yago11k_both - [INFO] - [E:457| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both +2023-06-11 09:18:39,664 - yago11k_both - [INFO] - [E:457| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both +2023-06-11 09:18:39,665 - yago11k_both - [INFO] - [Epoch:457]: Training Loss:0.001104 + +2023-06-11 09:18:39,879 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 09:18:51,802 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 09:19:03,554 - yago11k_both - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.41899, Head : 0.23641, Avg : 0.3277 + +2023-06-11 09:19:04,681 - yago11k_both - [INFO] - [Epoch 457]: Training Loss: 0.0011036, Valid MRR: 0.3277, + + + +2023-06-11 09:19:05,323 - yago11k_both - [INFO] - [E:458| 0]: Train Loss:0.0011138, Val MRR:0.3277, yago11k_both +2023-06-11 09:20:08,261 - yago11k_both - [INFO] - [E:458| 100]: Train Loss:0.0011064, Val MRR:0.3277, yago11k_both +2023-06-11 09:21:11,186 - yago11k_both - [INFO] - [E:458| 200]: Train Loss:0.0011045, Val MRR:0.3277, yago11k_both +2023-06-11 09:22:13,981 - yago11k_both - [INFO] - [E:458| 300]: Train Loss:0.001104, Val MRR:0.3277, yago11k_both +2023-06-11 09:23:16,780 - yago11k_both - [INFO] - [E:458| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k_both +2023-06-11 09:24:19,596 - yago11k_both - [INFO] - [E:458| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both +2023-06-11 09:25:21,991 - yago11k_both - [INFO] - [E:458| 600]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both +2023-06-11 09:25:21,992 - yago11k_both - [INFO] - [Epoch:458]: Training Loss:0.001104 + +2023-06-11 09:25:22,205 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 09:25:34,142 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 09:25:45,894 - yago11k_both - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.41448, Head : 0.23577, Avg : 0.32512 + +2023-06-11 09:25:45,894 - yago11k_both - [INFO] - [Epoch 458]: Training Loss: 0.0011035, Valid MRR: 0.3277, + + + +2023-06-11 09:25:46,530 - yago11k_both - [INFO] - [E:459| 0]: Train Loss:0.0011005, Val MRR:0.3277, yago11k_both +2023-06-11 09:26:49,365 - yago11k_both - [INFO] - [E:459| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both +2023-06-11 09:27:52,245 - yago11k_both - [INFO] - [E:459| 200]: Train Loss:0.0011022, Val MRR:0.3277, yago11k_both +2023-06-11 09:28:55,052 - yago11k_both - [INFO] - [E:459| 300]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both +2023-06-11 09:29:57,851 - yago11k_both - [INFO] - [E:459| 400]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_both +2023-06-11 09:31:00,693 - yago11k_both - [INFO] - [E:459| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both +2023-06-11 09:32:03,078 - yago11k_both - [INFO] - [E:459| 600]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both +2023-06-11 09:32:03,078 - yago11k_both - [INFO] - [Epoch:459]: Training Loss:0.001103 + +2023-06-11 09:32:03,292 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 09:32:15,216 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 09:32:26,971 - yago11k_both - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.41481, Head : 0.23581, Avg : 0.32531 + MR: Tail : 679.6, Head : 1025.8, Avg : 852.7 + Hit-1: Tail : 0.33079, Head : 0.19325, Avg : 0.26202 + Hit-3: Tail : 0.45235, Head : 0.23451, Avg : 0.34343 + Hit-10: Tail : 0.58739, Head : 0.3162, Avg : 0.45179 +2023-06-11 09:32:26,971 - yago11k_both - [INFO] - [Epoch 459]: Training Loss: 0.0011031, Valid MRR: 0.3277, + + + +2023-06-11 09:32:27,604 - yago11k_both - [INFO] - [E:460| 0]: Train Loss:0.0010997, Val MRR:0.3277, yago11k_both +2023-06-11 09:33:30,509 - yago11k_both - [INFO] - [E:460| 100]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_both +2023-06-11 09:34:33,454 - yago11k_both - [INFO] - [E:460| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both +2023-06-11 09:35:36,342 - yago11k_both - [INFO] - [E:460| 300]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both +2023-06-11 09:36:39,222 - yago11k_both - [INFO] - [E:460| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both +2023-06-11 09:37:42,055 - yago11k_both - [INFO] - [E:460| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both +2023-06-11 09:38:44,501 - yago11k_both - [INFO] - [E:460| 600]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both +2023-06-11 09:38:44,502 - yago11k_both - [INFO] - [Epoch:460]: Training Loss:0.001103 + +2023-06-11 09:38:44,715 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 09:38:56,647 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 09:39:08,449 - yago11k_both - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.41609, Head : 0.23495, Avg : 0.32552 + +2023-06-11 09:39:08,449 - yago11k_both - [INFO] - [Epoch 460]: Training Loss: 0.0011033, Valid MRR: 0.3277, + + + +2023-06-11 09:39:09,084 - yago11k_both - [INFO] - [E:461| 0]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both +2023-06-11 09:40:11,910 - yago11k_both - [INFO] - [E:461| 100]: Train Loss:0.0011046, Val MRR:0.3277, yago11k_both +2023-06-11 09:41:14,810 - yago11k_both - [INFO] - [E:461| 200]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both +2023-06-11 09:42:17,767 - yago11k_both - [INFO] - [E:461| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both +2023-06-11 09:43:20,664 - yago11k_both - [INFO] - [E:461| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k_both +2023-06-11 09:44:23,578 - yago11k_both - [INFO] - [E:461| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both +2023-06-11 09:45:26,055 - yago11k_both - [INFO] - [E:461| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both +2023-06-11 09:45:26,055 - yago11k_both - [INFO] - [Epoch:461]: Training Loss:0.001103 + +2023-06-11 09:45:26,269 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 09:45:38,192 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 09:45:49,953 - yago11k_both - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.41504, Head : 0.23481, Avg : 0.32492 + +2023-06-11 09:45:49,953 - yago11k_both - [INFO] - [Epoch 461]: Training Loss: 0.0011032, Valid MRR: 0.3277, + + + +2023-06-11 09:45:50,587 - yago11k_both - [INFO] - [E:462| 0]: Train Loss:0.0010995, Val MRR:0.3277, yago11k_both +2023-06-11 09:46:53,479 - yago11k_both - [INFO] - [E:462| 100]: Train Loss:0.0011054, Val MRR:0.3277, yago11k_both +2023-06-11 09:47:56,397 - yago11k_both - [INFO] - [E:462| 200]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both +2023-06-11 09:48:59,267 - yago11k_both - [INFO] - [E:462| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both +2023-06-11 09:50:02,112 - yago11k_both - [INFO] - [E:462| 400]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both +2023-06-11 09:51:05,031 - yago11k_both - [INFO] - [E:462| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both +2023-06-11 09:52:07,482 - yago11k_both - [INFO] - [E:462| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both +2023-06-11 09:52:07,483 - yago11k_both - [INFO] - [Epoch:462]: Training Loss:0.001103 + +2023-06-11 09:52:07,697 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 09:52:19,625 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 09:52:31,392 - yago11k_both - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.41348, Head : 0.23519, Avg : 0.32433 + +2023-06-11 09:52:31,392 - yago11k_both - [INFO] - [Epoch 462]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-06-11 09:52:32,028 - yago11k_both - [INFO] - [E:463| 0]: Train Loss:0.0011057, Val MRR:0.3277, yago11k_both +2023-06-11 09:53:34,957 - yago11k_both - [INFO] - [E:463| 100]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_both +2023-06-11 09:54:37,846 - yago11k_both - [INFO] - [E:463| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both +2023-06-11 09:55:40,646 - yago11k_both - [INFO] - [E:463| 300]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_both +2023-06-11 09:56:43,436 - yago11k_both - [INFO] - [E:463| 400]: Train Loss:0.0011027, Val MRR:0.3277, yago11k_both +2023-06-11 09:57:46,376 - yago11k_both - [INFO] - [E:463| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_both +2023-06-11 09:58:48,864 - yago11k_both - [INFO] - [E:463| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both +2023-06-11 09:58:48,865 - yago11k_both - [INFO] - [Epoch:463]: Training Loss:0.001103 + +2023-06-11 09:58:49,078 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 09:59:01,003 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 09:59:12,768 - yago11k_both - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.41777, Head : 0.23635, Avg : 0.32706 + +2023-06-11 09:59:12,768 - yago11k_both - [INFO] - [Epoch 463]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-06-11 09:59:13,404 - yago11k_both - [INFO] - [E:464| 0]: Train Loss:0.0011081, Val MRR:0.3277, yago11k_both +2023-06-11 10:00:16,341 - yago11k_both - [INFO] - [E:464| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both +2023-06-11 10:01:19,143 - yago11k_both - [INFO] - [E:464| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both +2023-06-11 10:02:21,970 - yago11k_both - [INFO] - [E:464| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both +2023-06-11 10:03:24,861 - yago11k_both - [INFO] - [E:464| 400]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both +2023-06-11 10:04:27,663 - yago11k_both - [INFO] - [E:464| 500]: Train Loss:0.0011037, Val MRR:0.3277, yago11k_both +2023-06-11 10:05:30,043 - yago11k_both - [INFO] - [E:464| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both +2023-06-11 10:05:30,044 - yago11k_both - [INFO] - [Epoch:464]: Training Loss:0.001103 + +2023-06-11 10:05:30,257 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 10:05:42,213 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 10:05:54,001 - yago11k_both - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.41183, Head : 0.23684, Avg : 0.32433 + +2023-06-11 10:05:54,001 - yago11k_both - [INFO] - [Epoch 464]: Training Loss: 0.0011032, Valid MRR: 0.3277, + + + +2023-06-11 10:05:54,635 - yago11k_both - [INFO] - [E:465| 0]: Train Loss:0.0010994, Val MRR:0.3277, yago11k_both +2023-06-11 10:06:57,464 - yago11k_both - [INFO] - [E:465| 100]: Train Loss:0.0011007, Val MRR:0.3277, yago11k_both +2023-06-11 10:08:00,306 - yago11k_both - [INFO] - [E:465| 200]: Train Loss:0.0011019, Val MRR:0.3277, yago11k_both +2023-06-11 10:09:03,178 - yago11k_both - [INFO] - [E:465| 300]: Train Loss:0.0011027, Val MRR:0.3277, yago11k_both +2023-06-11 10:10:05,975 - yago11k_both - [INFO] - [E:465| 400]: Train Loss:0.0011023, Val MRR:0.3277, yago11k_both +2023-06-11 10:11:08,791 - yago11k_both - [INFO] - [E:465| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both +2023-06-11 10:12:11,301 - yago11k_both - [INFO] - [E:465| 600]: Train Loss:0.0011026, Val MRR:0.3277, yago11k_both +2023-06-11 10:12:11,301 - yago11k_both - [INFO] - [Epoch:465]: Training Loss:0.001103 + +2023-06-11 10:12:11,514 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 10:12:23,432 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 10:12:35,192 - yago11k_both - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.41249, Head : 0.23944, Avg : 0.32597 + +2023-06-11 10:12:35,192 - yago11k_both - [INFO] - [Epoch 465]: Training Loss: 0.0011026, Valid MRR: 0.3277, + + + +2023-06-11 10:12:35,826 - yago11k_both - [INFO] - [E:466| 0]: Train Loss:0.0011056, Val MRR:0.3277, yago11k_both +2023-06-11 10:13:38,602 - yago11k_both - [INFO] - [E:466| 100]: Train Loss:0.0011047, Val MRR:0.3277, yago11k_both +2023-06-11 10:14:41,445 - yago11k_both - [INFO] - [E:466| 200]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both +2023-06-11 10:15:44,375 - yago11k_both - [INFO] - [E:466| 300]: Train Loss:0.0011037, Val MRR:0.3277, yago11k_both +2023-06-11 10:16:47,314 - yago11k_both - [INFO] - [E:466| 400]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both +2023-06-11 10:17:50,227 - yago11k_both - [INFO] - [E:466| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both +2023-06-11 10:18:52,645 - yago11k_both - [INFO] - [E:466| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both +2023-06-11 10:18:52,646 - yago11k_both - [INFO] - [Epoch:466]: Training Loss:0.001103 + +2023-06-11 10:18:52,860 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 10:19:04,773 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 10:19:16,543 - yago11k_both - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.41304, Head : 0.23716, Avg : 0.3251 + +2023-06-11 10:19:16,543 - yago11k_both - [INFO] - [Epoch 466]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-06-11 10:19:17,178 - yago11k_both - [INFO] - [E:467| 0]: Train Loss:0.0011165, Val MRR:0.3277, yago11k_both +2023-06-11 10:20:20,030 - yago11k_both - [INFO] - [E:467| 100]: Train Loss:0.001104, Val MRR:0.3277, yago11k_both +2023-06-11 10:21:22,837 - yago11k_both - [INFO] - [E:467| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both +2023-06-11 10:22:25,613 - yago11k_both - [INFO] - [E:467| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both +2023-06-11 10:23:28,464 - yago11k_both - [INFO] - [E:467| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k_both +2023-06-11 10:24:31,429 - yago11k_both - [INFO] - [E:467| 500]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both +2023-06-11 10:25:33,952 - yago11k_both - [INFO] - [E:467| 600]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_both +2023-06-11 10:25:33,952 - yago11k_both - [INFO] - [Epoch:467]: Training Loss:0.001103 + +2023-06-11 10:25:34,165 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 10:25:46,092 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 10:25:57,850 - yago11k_both - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.4145, Head : 0.23536, Avg : 0.32493 + +2023-06-11 10:25:57,851 - yago11k_both - [INFO] - [Epoch 467]: Training Loss: 0.0011029, Valid MRR: 0.3277, + + + +2023-06-11 10:25:58,489 - yago11k_both - [INFO] - [E:468| 0]: Train Loss:0.001105, Val MRR:0.3277, yago11k_both +2023-06-11 10:27:01,321 - yago11k_both - [INFO] - [E:468| 100]: Train Loss:0.0011016, Val MRR:0.3277, yago11k_both +2023-06-11 10:28:04,168 - yago11k_both - [INFO] - [E:468| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both +2023-06-11 10:29:07,051 - yago11k_both - [INFO] - [E:468| 300]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both +2023-06-11 10:30:09,961 - yago11k_both - [INFO] - [E:468| 400]: Train Loss:0.0011026, Val MRR:0.3277, yago11k_both +2023-06-11 10:31:12,916 - yago11k_both - [INFO] - [E:468| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both +2023-06-11 10:32:15,444 - yago11k_both - [INFO] - [E:468| 600]: Train Loss:0.0011027, Val MRR:0.3277, yago11k_both +2023-06-11 10:32:15,444 - yago11k_both - [INFO] - [Epoch:468]: Training Loss:0.001103 + +2023-06-11 10:32:15,658 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 10:32:27,603 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 10:32:39,372 - yago11k_both - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.4116, Head : 0.2355, Avg : 0.32355 + +2023-06-11 10:32:39,373 - yago11k_both - [INFO] - [Epoch 468]: Training Loss: 0.0011027, Valid MRR: 0.3277, + + + +2023-06-11 10:32:40,011 - yago11k_both - [INFO] - [E:469| 0]: Train Loss:0.0011017, Val MRR:0.3277, yago11k_both +2023-06-11 10:33:42,965 - yago11k_both - [INFO] - [E:469| 100]: Train Loss:0.0011052, Val MRR:0.3277, yago11k_both +2023-06-11 10:34:45,931 - yago11k_both - [INFO] - [E:469| 200]: Train Loss:0.0011046, Val MRR:0.3277, yago11k_both +2023-06-11 10:35:48,902 - yago11k_both - [INFO] - [E:469| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both +2023-06-11 10:36:51,844 - yago11k_both - [INFO] - [E:469| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both +2023-06-11 10:37:54,864 - yago11k_both - [INFO] - [E:469| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_both +2023-06-11 10:38:57,297 - yago11k_both - [INFO] - [E:469| 600]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_both +2023-06-11 10:38:57,298 - yago11k_both - [INFO] - [Epoch:469]: Training Loss:0.001103 + +2023-06-11 10:38:57,511 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 10:39:09,435 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 10:39:21,196 - yago11k_both - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.41858, Head : 0.23773, Avg : 0.32815 + MR: Tail : 675.36, Head : 1008.4, Avg : 841.87 + Hit-1: Tail : 0.33732, Head : 0.19519, Avg : 0.26625 + Hit-3: Tail : 0.45388, Head : 0.23923, Avg : 0.34655 + Hit-10: Tail : 0.58433, Head : 0.31425, Avg : 0.44929 +2023-06-11 10:39:22,467 - yago11k_both - [INFO] - [Epoch 469]: Training Loss: 0.0011025, Valid MRR: 0.32815, + + + +2023-06-11 10:39:23,112 - yago11k_both - [INFO] - [E:470| 0]: Train Loss:0.0010973, Val MRR:0.32815, yago11k_both +2023-06-11 10:40:26,039 - yago11k_both - [INFO] - [E:470| 100]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both +2023-06-11 10:41:28,965 - yago11k_both - [INFO] - [E:470| 200]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both +2023-06-11 10:42:31,794 - yago11k_both - [INFO] - [E:470| 300]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both +2023-06-11 10:43:34,618 - yago11k_both - [INFO] - [E:470| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both +2023-06-11 10:44:37,548 - yago11k_both - [INFO] - [E:470| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both +2023-06-11 10:45:40,071 - yago11k_both - [INFO] - [E:470| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both +2023-06-11 10:45:40,071 - yago11k_both - [INFO] - [Epoch:470]: Training Loss:0.001103 + +2023-06-11 10:45:40,286 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 10:45:52,223 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 10:46:04,002 - yago11k_both - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.41589, Head : 0.23878, Avg : 0.32734 + +2023-06-11 10:46:04,003 - yago11k_both - [INFO] - [Epoch 470]: Training Loss: 0.0011026, Valid MRR: 0.32815, + + + +2023-06-11 10:46:04,638 - yago11k_both - [INFO] - [E:471| 0]: Train Loss:0.0011288, Val MRR:0.32815, yago11k_both +2023-06-11 10:47:07,605 - yago11k_both - [INFO] - [E:471| 100]: Train Loss:0.0011002, Val MRR:0.32815, yago11k_both +2023-06-11 10:48:10,424 - yago11k_both - [INFO] - [E:471| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_both +2023-06-11 10:49:13,265 - yago11k_both - [INFO] - [E:471| 300]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both +2023-06-11 10:50:16,135 - yago11k_both - [INFO] - [E:471| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both +2023-06-11 10:51:18,982 - yago11k_both - [INFO] - [E:471| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both +2023-06-11 10:52:21,407 - yago11k_both - [INFO] - [E:471| 600]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both +2023-06-11 10:52:21,408 - yago11k_both - [INFO] - [Epoch:471]: Training Loss:0.001102 + +2023-06-11 10:52:21,621 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 10:52:33,538 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 10:52:45,336 - yago11k_both - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.40805, Head : 0.23862, Avg : 0.32334 + +2023-06-11 10:52:45,336 - yago11k_both - [INFO] - [Epoch 471]: Training Loss: 0.0011025, Valid MRR: 0.32815, + + + +2023-06-11 10:52:45,976 - yago11k_both - [INFO] - [E:472| 0]: Train Loss:0.0010935, Val MRR:0.32815, yago11k_both +2023-06-11 10:53:48,910 - yago11k_both - [INFO] - [E:472| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both +2023-06-11 10:54:51,810 - yago11k_both - [INFO] - [E:472| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both +2023-06-11 10:55:54,784 - yago11k_both - [INFO] - [E:472| 300]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both +2023-06-11 10:56:57,612 - yago11k_both - [INFO] - [E:472| 400]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both +2023-06-11 10:58:00,491 - yago11k_both - [INFO] - [E:472| 500]: Train Loss:0.0011028, Val MRR:0.32815, yago11k_both +2023-06-11 10:59:02,950 - yago11k_both - [INFO] - [E:472| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both +2023-06-11 10:59:02,951 - yago11k_both - [INFO] - [Epoch:472]: Training Loss:0.001102 + +2023-06-11 10:59:03,164 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 10:59:15,079 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 10:59:26,834 - yago11k_both - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.41663, Head : 0.23797, Avg : 0.3273 + +2023-06-11 10:59:26,834 - yago11k_both - [INFO] - [Epoch 472]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-06-11 10:59:27,470 - yago11k_both - [INFO] - [E:473| 0]: Train Loss:0.0011298, Val MRR:0.32815, yago11k_both +2023-06-11 11:00:30,301 - yago11k_both - [INFO] - [E:473| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both +2023-06-11 11:01:33,133 - yago11k_both - [INFO] - [E:473| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both +2023-06-11 11:02:36,035 - yago11k_both - [INFO] - [E:473| 300]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both +2023-06-11 11:03:38,882 - yago11k_both - [INFO] - [E:473| 400]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both +2023-06-11 11:04:41,742 - yago11k_both - [INFO] - [E:473| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both +2023-06-11 11:05:44,125 - yago11k_both - [INFO] - [E:473| 600]: Train Loss:0.0011028, Val MRR:0.32815, yago11k_both +2023-06-11 11:05:44,125 - yago11k_both - [INFO] - [Epoch:473]: Training Loss:0.001103 + +2023-06-11 11:05:44,339 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 11:05:56,256 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 11:06:08,016 - yago11k_both - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.41367, Head : 0.23566, Avg : 0.32467 + +2023-06-11 11:06:08,017 - yago11k_both - [INFO] - [Epoch 473]: Training Loss: 0.0011028, Valid MRR: 0.32815, + + + +2023-06-11 11:06:08,652 - yago11k_both - [INFO] - [E:474| 0]: Train Loss:0.0011035, Val MRR:0.32815, yago11k_both +2023-06-11 11:07:11,459 - yago11k_both - [INFO] - [E:474| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k_both +2023-06-11 11:08:14,346 - yago11k_both - [INFO] - [E:474| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both +2023-06-11 11:09:17,210 - yago11k_both - [INFO] - [E:474| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both +2023-06-11 11:10:20,094 - yago11k_both - [INFO] - [E:474| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k_both +2023-06-11 11:11:23,023 - yago11k_both - [INFO] - [E:474| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both +2023-06-11 11:12:25,457 - yago11k_both - [INFO] - [E:474| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both +2023-06-11 11:12:25,458 - yago11k_both - [INFO] - [Epoch:474]: Training Loss:0.001103 + +2023-06-11 11:12:25,670 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 11:12:37,592 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 11:12:49,350 - yago11k_both - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.41611, Head : 0.2362, Avg : 0.32615 + +2023-06-11 11:12:49,350 - yago11k_both - [INFO] - [Epoch 474]: Training Loss: 0.0011026, Valid MRR: 0.32815, + + + +2023-06-11 11:12:49,986 - yago11k_both - [INFO] - [E:475| 0]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_both +2023-06-11 11:13:52,880 - yago11k_both - [INFO] - [E:475| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k_both +2023-06-11 11:14:55,781 - yago11k_both - [INFO] - [E:475| 200]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both +2023-06-11 11:15:58,722 - yago11k_both - [INFO] - [E:475| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both +2023-06-11 11:17:01,596 - yago11k_both - [INFO] - [E:475| 400]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both +2023-06-11 11:18:04,419 - yago11k_both - [INFO] - [E:475| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 11:19:06,873 - yago11k_both - [INFO] - [E:475| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both +2023-06-11 11:19:06,873 - yago11k_both - [INFO] - [Epoch:475]: Training Loss:0.001102 + +2023-06-11 11:19:07,088 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 11:19:19,038 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 11:19:30,811 - yago11k_both - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.41537, Head : 0.23455, Avg : 0.32496 + +2023-06-11 11:19:30,812 - yago11k_both - [INFO] - [Epoch 475]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-06-11 11:19:31,447 - yago11k_both - [INFO] - [E:476| 0]: Train Loss:0.0011326, Val MRR:0.32815, yago11k_both +2023-06-11 11:20:34,270 - yago11k_both - [INFO] - [E:476| 100]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_both +2023-06-11 11:21:37,132 - yago11k_both - [INFO] - [E:476| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 11:22:40,075 - yago11k_both - [INFO] - [E:476| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both +2023-06-11 11:23:42,964 - yago11k_both - [INFO] - [E:476| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 11:24:45,810 - yago11k_both - [INFO] - [E:476| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 11:25:48,295 - yago11k_both - [INFO] - [E:476| 600]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both +2023-06-11 11:25:48,296 - yago11k_both - [INFO] - [Epoch:476]: Training Loss:0.001102 + +2023-06-11 11:25:48,509 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 11:26:00,429 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 11:26:12,188 - yago11k_both - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.41522, Head : 0.23676, Avg : 0.32599 + +2023-06-11 11:26:12,188 - yago11k_both - [INFO] - [Epoch 476]: Training Loss: 0.001102, Valid MRR: 0.32815, + + + +2023-06-11 11:26:12,823 - yago11k_both - [INFO] - [E:477| 0]: Train Loss:0.0011272, Val MRR:0.32815, yago11k_both +2023-06-11 11:27:15,693 - yago11k_both - [INFO] - [E:477| 100]: Train Loss:0.0011, Val MRR:0.32815, yago11k_both +2023-06-11 11:28:18,636 - yago11k_both - [INFO] - [E:477| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 11:29:21,489 - yago11k_both - [INFO] - [E:477| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both +2023-06-11 11:30:24,308 - yago11k_both - [INFO] - [E:477| 400]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both +2023-06-11 11:31:27,179 - yago11k_both - [INFO] - [E:477| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both +2023-06-11 11:32:29,564 - yago11k_both - [INFO] - [E:477| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both +2023-06-11 11:32:29,565 - yago11k_both - [INFO] - [Epoch:477]: Training Loss:0.001102 + +2023-06-11 11:32:29,779 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 11:32:41,699 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 11:32:53,453 - yago11k_both - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.41345, Head : 0.23611, Avg : 0.32478 + +2023-06-11 11:32:53,454 - yago11k_both - [INFO] - [Epoch 477]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-06-11 11:32:54,087 - yago11k_both - [INFO] - [E:478| 0]: Train Loss:0.0010915, Val MRR:0.32815, yago11k_both +2023-06-11 11:33:56,968 - yago11k_both - [INFO] - [E:478| 100]: Train Loss:0.0011008, Val MRR:0.32815, yago11k_both +2023-06-11 11:34:59,842 - yago11k_both - [INFO] - [E:478| 200]: Train Loss:0.0011004, Val MRR:0.32815, yago11k_both +2023-06-11 11:36:02,646 - yago11k_both - [INFO] - [E:478| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both +2023-06-11 11:37:05,548 - yago11k_both - [INFO] - [E:478| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 11:38:08,439 - yago11k_both - [INFO] - [E:478| 500]: Train Loss:0.0011015, Val MRR:0.32815, yago11k_both +2023-06-11 11:39:10,934 - yago11k_both - [INFO] - [E:478| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 11:39:10,934 - yago11k_both - [INFO] - [Epoch:478]: Training Loss:0.001102 + +2023-06-11 11:39:11,148 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 11:39:23,061 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 11:39:34,811 - yago11k_both - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.41666, Head : 0.23561, Avg : 0.32613 + +2023-06-11 11:39:34,811 - yago11k_both - [INFO] - [Epoch 478]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-06-11 11:39:35,445 - yago11k_both - [INFO] - [E:479| 0]: Train Loss:0.0010777, Val MRR:0.32815, yago11k_both +2023-06-11 11:40:38,388 - yago11k_both - [INFO] - [E:479| 100]: Train Loss:0.001099, Val MRR:0.32815, yago11k_both +2023-06-11 11:41:41,298 - yago11k_both - [INFO] - [E:479| 200]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both +2023-06-11 11:42:44,197 - yago11k_both - [INFO] - [E:479| 300]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 11:43:47,089 - yago11k_both - [INFO] - [E:479| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 11:44:49,900 - yago11k_both - [INFO] - [E:479| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both +2023-06-11 11:45:52,331 - yago11k_both - [INFO] - [E:479| 600]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both +2023-06-11 11:45:52,331 - yago11k_both - [INFO] - [Epoch:479]: Training Loss:0.001102 + +2023-06-11 11:45:52,545 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 11:46:04,466 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 11:46:16,215 - yago11k_both - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.41437, Head : 0.23803, Avg : 0.3262 + MR: Tail : 701.36, Head : 1009.4, Avg : 855.37 + Hit-1: Tail : 0.33176, Head : 0.19672, Avg : 0.26424 + Hit-3: Tail : 0.44957, Head : 0.23645, Avg : 0.34301 + Hit-10: Tail : 0.57822, Head : 0.31648, Avg : 0.44735 +2023-06-11 11:46:16,215 - yago11k_both - [INFO] - [Epoch 479]: Training Loss: 0.0011023, Valid MRR: 0.32815, + + + +2023-06-11 11:46:16,849 - yago11k_both - [INFO] - [E:480| 0]: Train Loss:0.0010868, Val MRR:0.32815, yago11k_both +2023-06-11 11:47:19,754 - yago11k_both - [INFO] - [E:480| 100]: Train Loss:0.0010996, Val MRR:0.32815, yago11k_both +2023-06-11 11:48:22,695 - yago11k_both - [INFO] - [E:480| 200]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both +2023-06-11 11:49:25,568 - yago11k_both - [INFO] - [E:480| 300]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both +2023-06-11 11:50:28,378 - yago11k_both - [INFO] - [E:480| 400]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both +2023-06-11 11:51:31,201 - yago11k_both - [INFO] - [E:480| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both +2023-06-11 11:52:33,726 - yago11k_both - [INFO] - [E:480| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both +2023-06-11 11:52:33,726 - yago11k_both - [INFO] - [Epoch:480]: Training Loss:0.001102 + +2023-06-11 11:52:33,940 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 11:52:45,870 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 11:52:57,628 - yago11k_both - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.41191, Head : 0.23525, Avg : 0.32358 + +2023-06-11 11:52:57,628 - yago11k_both - [INFO] - [Epoch 480]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-06-11 11:52:58,265 - yago11k_both - [INFO] - [E:481| 0]: Train Loss:0.0011068, Val MRR:0.32815, yago11k_both +2023-06-11 11:54:01,082 - yago11k_both - [INFO] - [E:481| 100]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 11:55:03,978 - yago11k_both - [INFO] - [E:481| 200]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_both +2023-06-11 11:56:06,831 - yago11k_both - [INFO] - [E:481| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 11:57:09,757 - yago11k_both - [INFO] - [E:481| 400]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both +2023-06-11 11:58:12,664 - yago11k_both - [INFO] - [E:481| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both +2023-06-11 11:59:15,302 - yago11k_both - [INFO] - [E:481| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both +2023-06-11 11:59:15,303 - yago11k_both - [INFO] - [Epoch:481]: Training Loss:0.001102 + +2023-06-11 11:59:15,517 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 11:59:27,446 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 11:59:39,201 - yago11k_both - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.41503, Head : 0.23456, Avg : 0.3248 + +2023-06-11 11:59:39,202 - yago11k_both - [INFO] - [Epoch 481]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-06-11 11:59:39,837 - yago11k_both - [INFO] - [E:482| 0]: Train Loss:0.0010923, Val MRR:0.32815, yago11k_both +2023-06-11 12:00:42,808 - yago11k_both - [INFO] - [E:482| 100]: Train Loss:0.0011015, Val MRR:0.32815, yago11k_both +2023-06-11 12:01:45,726 - yago11k_both - [INFO] - [E:482| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both +2023-06-11 12:02:48,640 - yago11k_both - [INFO] - [E:482| 300]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 12:03:51,524 - yago11k_both - [INFO] - [E:482| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 12:04:54,316 - yago11k_both - [INFO] - [E:482| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 12:05:56,677 - yago11k_both - [INFO] - [E:482| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 12:05:56,677 - yago11k_both - [INFO] - [Epoch:482]: Training Loss:0.001102 + +2023-06-11 12:05:56,890 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 12:06:08,797 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 12:06:20,558 - yago11k_both - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.41512, Head : 0.23445, Avg : 0.32479 + +2023-06-11 12:06:20,558 - yago11k_both - [INFO] - [Epoch 482]: Training Loss: 0.0011016, Valid MRR: 0.32815, + + + +2023-06-11 12:06:21,195 - yago11k_both - [INFO] - [E:483| 0]: Train Loss:0.0010917, Val MRR:0.32815, yago11k_both +2023-06-11 12:07:24,026 - yago11k_both - [INFO] - [E:483| 100]: Train Loss:0.001104, Val MRR:0.32815, yago11k_both +2023-06-11 12:08:26,835 - yago11k_both - [INFO] - [E:483| 200]: Train Loss:0.001103, Val MRR:0.32815, yago11k_both +2023-06-11 12:09:29,710 - yago11k_both - [INFO] - [E:483| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both +2023-06-11 12:10:32,613 - yago11k_both - [INFO] - [E:483| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k_both +2023-06-11 12:11:35,494 - yago11k_both - [INFO] - [E:483| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 12:12:38,026 - yago11k_both - [INFO] - [E:483| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 12:12:38,026 - yago11k_both - [INFO] - [Epoch:483]: Training Loss:0.001102 + +2023-06-11 12:12:38,239 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 12:12:50,151 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 12:13:01,902 - yago11k_both - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.41392, Head : 0.23427, Avg : 0.3241 + +2023-06-11 12:13:01,902 - yago11k_both - [INFO] - [Epoch 483]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-06-11 12:13:02,537 - yago11k_both - [INFO] - [E:484| 0]: Train Loss:0.0010954, Val MRR:0.32815, yago11k_both +2023-06-11 12:14:05,457 - yago11k_both - [INFO] - [E:484| 100]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 12:15:08,361 - yago11k_both - [INFO] - [E:484| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both +2023-06-11 12:16:11,330 - yago11k_both - [INFO] - [E:484| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 12:17:14,265 - yago11k_both - [INFO] - [E:484| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 12:18:17,269 - yago11k_both - [INFO] - [E:484| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both +2023-06-11 12:19:19,739 - yago11k_both - [INFO] - [E:484| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both +2023-06-11 12:19:19,739 - yago11k_both - [INFO] - [Epoch:484]: Training Loss:0.001102 + +2023-06-11 12:19:19,954 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 12:19:31,875 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 12:19:43,639 - yago11k_both - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.4143, Head : 0.23757, Avg : 0.32593 + +2023-06-11 12:19:43,640 - yago11k_both - [INFO] - [Epoch 484]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-06-11 12:19:44,277 - yago11k_both - [INFO] - [E:485| 0]: Train Loss:0.0011182, Val MRR:0.32815, yago11k_both +2023-06-11 12:20:47,205 - yago11k_both - [INFO] - [E:485| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both +2023-06-11 12:21:50,087 - yago11k_both - [INFO] - [E:485| 200]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both +2023-06-11 12:22:52,911 - yago11k_both - [INFO] - [E:485| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both +2023-06-11 12:23:55,733 - yago11k_both - [INFO] - [E:485| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both +2023-06-11 12:24:58,604 - yago11k_both - [INFO] - [E:485| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both +2023-06-11 12:26:00,975 - yago11k_both - [INFO] - [E:485| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 12:26:00,975 - yago11k_both - [INFO] - [Epoch:485]: Training Loss:0.001102 + +2023-06-11 12:26:01,189 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 12:26:13,114 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 12:26:24,878 - yago11k_both - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.41544, Head : 0.23562, Avg : 0.32553 + +2023-06-11 12:26:24,878 - yago11k_both - [INFO] - [Epoch 485]: Training Loss: 0.0011019, Valid MRR: 0.32815, + + + +2023-06-11 12:26:25,510 - yago11k_both - [INFO] - [E:486| 0]: Train Loss:0.0011116, Val MRR:0.32815, yago11k_both +2023-06-11 12:27:28,368 - yago11k_both - [INFO] - [E:486| 100]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_both +2023-06-11 12:28:31,191 - yago11k_both - [INFO] - [E:486| 200]: Train Loss:0.0011013, Val MRR:0.32815, yago11k_both +2023-06-11 12:29:34,013 - yago11k_both - [INFO] - [E:486| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both +2023-06-11 12:30:36,897 - yago11k_both - [INFO] - [E:486| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 12:31:39,806 - yago11k_both - [INFO] - [E:486| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both +2023-06-11 12:32:42,304 - yago11k_both - [INFO] - [E:486| 600]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both +2023-06-11 12:32:42,304 - yago11k_both - [INFO] - [Epoch:486]: Training Loss:0.001102 + +2023-06-11 12:32:42,519 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 12:32:54,473 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 12:33:06,254 - yago11k_both - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.41142, Head : 0.23499, Avg : 0.32321 + +2023-06-11 12:33:06,254 - yago11k_both - [INFO] - [Epoch 486]: Training Loss: 0.0011018, Valid MRR: 0.32815, + + + +2023-06-11 12:33:06,889 - yago11k_both - [INFO] - [E:487| 0]: Train Loss:0.0010885, Val MRR:0.32815, yago11k_both +2023-06-11 12:34:09,794 - yago11k_both - [INFO] - [E:487| 100]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both +2023-06-11 12:35:12,695 - yago11k_both - [INFO] - [E:487| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 12:36:15,652 - yago11k_both - [INFO] - [E:487| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both +2023-06-11 12:37:18,544 - yago11k_both - [INFO] - [E:487| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 12:38:21,462 - yago11k_both - [INFO] - [E:487| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both +2023-06-11 12:39:24,029 - yago11k_both - [INFO] - [E:487| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both +2023-06-11 12:39:24,030 - yago11k_both - [INFO] - [Epoch:487]: Training Loss:0.001102 + +2023-06-11 12:39:24,244 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 12:39:36,175 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 12:39:47,937 - yago11k_both - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.41684, Head : 0.23582, Avg : 0.32633 + +2023-06-11 12:39:47,937 - yago11k_both - [INFO] - [Epoch 487]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-06-11 12:39:48,577 - yago11k_both - [INFO] - [E:488| 0]: Train Loss:0.001095, Val MRR:0.32815, yago11k_both +2023-06-11 12:40:51,490 - yago11k_both - [INFO] - [E:488| 100]: Train Loss:0.0011006, Val MRR:0.32815, yago11k_both +2023-06-11 12:41:54,467 - yago11k_both - [INFO] - [E:488| 200]: Train Loss:0.0011008, Val MRR:0.32815, yago11k_both +2023-06-11 12:42:57,362 - yago11k_both - [INFO] - [E:488| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_both +2023-06-11 12:44:00,248 - yago11k_both - [INFO] - [E:488| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 12:45:03,132 - yago11k_both - [INFO] - [E:488| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both +2023-06-11 12:46:05,521 - yago11k_both - [INFO] - [E:488| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both +2023-06-11 12:46:05,521 - yago11k_both - [INFO] - [Epoch:488]: Training Loss:0.001102 + +2023-06-11 12:46:05,736 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 12:46:17,662 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 12:46:29,418 - yago11k_both - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.41734, Head : 0.23597, Avg : 0.32665 + +2023-06-11 12:46:29,418 - yago11k_both - [INFO] - [Epoch 488]: Training Loss: 0.0011019, Valid MRR: 0.32815, + + + +2023-06-11 12:46:30,053 - yago11k_both - [INFO] - [E:489| 0]: Train Loss:0.0011345, Val MRR:0.32815, yago11k_both +2023-06-11 12:47:32,863 - yago11k_both - [INFO] - [E:489| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both +2023-06-11 12:48:35,718 - yago11k_both - [INFO] - [E:489| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_both +2023-06-11 12:49:38,536 - yago11k_both - [INFO] - [E:489| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_both +2023-06-11 12:50:41,375 - yago11k_both - [INFO] - [E:489| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 12:51:44,181 - yago11k_both - [INFO] - [E:489| 500]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 12:52:46,567 - yago11k_both - [INFO] - [E:489| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 12:52:46,567 - yago11k_both - [INFO] - [Epoch:489]: Training Loss:0.001102 + +2023-06-11 12:52:46,781 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 12:52:58,698 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 12:53:10,441 - yago11k_both - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.41762, Head : 0.23549, Avg : 0.32656 + MR: Tail : 685.42, Head : 1040.4, Avg : 862.91 + Hit-1: Tail : 0.33745, Head : 0.19408, Avg : 0.26577 + Hit-3: Tail : 0.45068, Head : 0.23437, Avg : 0.34253 + Hit-10: Tail : 0.58475, Head : 0.31203, Avg : 0.44839 +2023-06-11 12:53:10,441 - yago11k_both - [INFO] - [Epoch 489]: Training Loss: 0.0011016, Valid MRR: 0.32815, + + + +2023-06-11 12:53:11,076 - yago11k_both - [INFO] - [E:490| 0]: Train Loss:0.0011122, Val MRR:0.32815, yago11k_both +2023-06-11 12:54:13,945 - yago11k_both - [INFO] - [E:490| 100]: Train Loss:0.0011009, Val MRR:0.32815, yago11k_both +2023-06-11 12:55:16,751 - yago11k_both - [INFO] - [E:490| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both +2023-06-11 12:56:19,556 - yago11k_both - [INFO] - [E:490| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both +2023-06-11 12:57:22,520 - yago11k_both - [INFO] - [E:490| 400]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both +2023-06-11 12:58:25,426 - yago11k_both - [INFO] - [E:490| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both +2023-06-11 12:59:27,944 - yago11k_both - [INFO] - [E:490| 600]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both +2023-06-11 12:59:27,945 - yago11k_both - [INFO] - [Epoch:490]: Training Loss:0.001101 + +2023-06-11 12:59:28,161 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 12:59:40,086 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 12:59:51,832 - yago11k_both - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.41971, Head : 0.23854, Avg : 0.32912 + +2023-06-11 12:59:52,778 - yago11k_both - [INFO] - [Epoch 490]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-11 12:59:53,413 - yago11k_both - [INFO] - [E:491| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k_both +2023-06-11 13:00:56,213 - yago11k_both - [INFO] - [E:491| 100]: Train Loss:0.0011003, Val MRR:0.32912, yago11k_both +2023-06-11 13:01:59,049 - yago11k_both - [INFO] - [E:491| 200]: Train Loss:0.0011005, Val MRR:0.32912, yago11k_both +2023-06-11 13:03:01,977 - yago11k_both - [INFO] - [E:491| 300]: Train Loss:0.0011006, Val MRR:0.32912, yago11k_both +2023-06-11 13:04:04,893 - yago11k_both - [INFO] - [E:491| 400]: Train Loss:0.0011009, Val MRR:0.32912, yago11k_both +2023-06-11 13:05:07,846 - yago11k_both - [INFO] - [E:491| 500]: Train Loss:0.0011011, Val MRR:0.32912, yago11k_both +2023-06-11 13:06:10,278 - yago11k_both - [INFO] - [E:491| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both +2023-06-11 13:06:10,279 - yago11k_both - [INFO] - [Epoch:491]: Training Loss:0.001101 + +2023-06-11 13:06:10,492 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 13:06:22,405 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 13:06:34,160 - yago11k_both - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.41654, Head : 0.23626, Avg : 0.3264 + +2023-06-11 13:06:34,160 - yago11k_both - [INFO] - [Epoch 491]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-11 13:06:34,797 - yago11k_both - [INFO] - [E:492| 0]: Train Loss:0.0010902, Val MRR:0.32912, yago11k_both +2023-06-11 13:07:37,612 - yago11k_both - [INFO] - [E:492| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both +2023-06-11 13:08:40,445 - yago11k_both - [INFO] - [E:492| 200]: Train Loss:0.0011022, Val MRR:0.32912, yago11k_both +2023-06-11 13:09:43,240 - yago11k_both - [INFO] - [E:492| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both +2023-06-11 13:10:46,027 - yago11k_both - [INFO] - [E:492| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_both +2023-06-11 13:11:48,945 - yago11k_both - [INFO] - [E:492| 500]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_both +2023-06-11 13:12:51,441 - yago11k_both - [INFO] - [E:492| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both +2023-06-11 13:12:51,441 - yago11k_both - [INFO] - [Epoch:492]: Training Loss:0.001101 + +2023-06-11 13:12:51,655 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 13:13:03,575 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 13:13:15,333 - yago11k_both - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.41746, Head : 0.23838, Avg : 0.32792 + +2023-06-11 13:13:15,333 - yago11k_both - [INFO] - [Epoch 492]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-11 13:13:15,970 - yago11k_both - [INFO] - [E:493| 0]: Train Loss:0.0011067, Val MRR:0.32912, yago11k_both +2023-06-11 13:14:18,909 - yago11k_both - [INFO] - [E:493| 100]: Train Loss:0.0011018, Val MRR:0.32912, yago11k_both +2023-06-11 13:15:21,816 - yago11k_both - [INFO] - [E:493| 200]: Train Loss:0.0011017, Val MRR:0.32912, yago11k_both +2023-06-11 13:16:24,743 - yago11k_both - [INFO] - [E:493| 300]: Train Loss:0.0011018, Val MRR:0.32912, yago11k_both +2023-06-11 13:17:27,645 - yago11k_both - [INFO] - [E:493| 400]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both +2023-06-11 13:18:30,450 - yago11k_both - [INFO] - [E:493| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_both +2023-06-11 13:19:32,821 - yago11k_both - [INFO] - [E:493| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both +2023-06-11 13:19:32,822 - yago11k_both - [INFO] - [Epoch:493]: Training Loss:0.001101 + +2023-06-11 13:19:33,035 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 13:19:44,938 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 13:19:56,732 - yago11k_both - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.41373, Head : 0.2352, Avg : 0.32447 + +2023-06-11 13:19:56,732 - yago11k_both - [INFO] - [Epoch 493]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-11 13:19:57,382 - yago11k_both - [INFO] - [E:494| 0]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_both +2023-06-11 13:21:00,283 - yago11k_both - [INFO] - [E:494| 100]: Train Loss:0.0011011, Val MRR:0.32912, yago11k_both +2023-06-11 13:22:03,161 - yago11k_both - [INFO] - [E:494| 200]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_both +2023-06-11 13:23:06,027 - yago11k_both - [INFO] - [E:494| 300]: Train Loss:0.0011009, Val MRR:0.32912, yago11k_both +2023-06-11 13:24:08,821 - yago11k_both - [INFO] - [E:494| 400]: Train Loss:0.0011012, Val MRR:0.32912, yago11k_both +2023-06-11 13:25:11,611 - yago11k_both - [INFO] - [E:494| 500]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both +2023-06-11 13:26:14,042 - yago11k_both - [INFO] - [E:494| 600]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_both +2023-06-11 13:26:14,043 - yago11k_both - [INFO] - [Epoch:494]: Training Loss:0.001102 + +2023-06-11 13:26:14,258 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 13:26:26,172 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 13:26:37,914 - yago11k_both - [INFO] - [Evaluating Epoch 494 valid]: + MRR: Tail : 0.41836, Head : 0.23502, Avg : 0.32669 + +2023-06-11 13:26:37,914 - yago11k_both - [INFO] - [Epoch 494]: Training Loss: 0.0011016, Valid MRR: 0.32912, + + + +2023-06-11 13:26:38,548 - yago11k_both - [INFO] - [E:495| 0]: Train Loss:0.0010939, Val MRR:0.32912, yago11k_both +2023-06-11 13:27:41,345 - yago11k_both - [INFO] - [E:495| 100]: Train Loss:0.0011005, Val MRR:0.32912, yago11k_both +2023-06-11 13:28:44,186 - yago11k_both - [INFO] - [E:495| 200]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_both +2023-06-11 13:29:47,065 - yago11k_both - [INFO] - [E:495| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both +2023-06-11 13:30:49,980 - yago11k_both - [INFO] - [E:495| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_both +2023-06-11 13:31:52,884 - yago11k_both - [INFO] - [E:495| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_both +2023-06-11 13:32:55,350 - yago11k_both - [INFO] - [E:495| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both +2023-06-11 13:32:55,351 - yago11k_both - [INFO] - [Epoch:495]: Training Loss:0.001101 + +2023-06-11 13:32:55,565 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 13:33:07,488 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 13:33:19,249 - yago11k_both - [INFO] - [Evaluating Epoch 495 valid]: + MRR: Tail : 0.41606, Head : 0.2337, Avg : 0.32488 + +2023-06-11 13:33:19,249 - yago11k_both - [INFO] - [Epoch 495]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-06-11 13:33:19,884 - yago11k_both - [INFO] - [E:496| 0]: Train Loss:0.001101, Val MRR:0.32912, yago11k_both +2023-06-11 13:34:22,705 - yago11k_both - [INFO] - [E:496| 100]: Train Loss:0.0011024, Val MRR:0.32912, yago11k_both +2023-06-11 13:35:25,563 - yago11k_both - [INFO] - [E:496| 200]: Train Loss:0.0011007, Val MRR:0.32912, yago11k_both +2023-06-11 13:36:28,373 - yago11k_both - [INFO] - [E:496| 300]: Train Loss:0.001101, Val MRR:0.32912, yago11k_both +2023-06-11 13:37:31,237 - yago11k_both - [INFO] - [E:496| 400]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_both +2023-06-11 13:38:34,172 - yago11k_both - [INFO] - [E:496| 500]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_both +2023-06-11 13:39:36,666 - yago11k_both - [INFO] - [E:496| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both +2023-06-11 13:39:36,666 - yago11k_both - [INFO] - [Epoch:496]: Training Loss:0.001101 + +2023-06-11 13:39:36,880 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 13:39:48,796 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 13:40:00,554 - yago11k_both - [INFO] - [Evaluating Epoch 496 valid]: + MRR: Tail : 0.4141, Head : 0.23445, Avg : 0.32427 + +2023-06-11 13:40:00,554 - yago11k_both - [INFO] - [Epoch 496]: Training Loss: 0.0011013, Valid MRR: 0.32912, + + + +2023-06-11 13:40:01,190 - yago11k_both - [INFO] - [E:497| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k_both +2023-06-11 13:41:04,056 - yago11k_both - [INFO] - [E:497| 100]: Train Loss:0.0010988, Val MRR:0.32912, yago11k_both +2023-06-11 13:42:06,870 - yago11k_both - [INFO] - [E:497| 200]: Train Loss:0.0011001, Val MRR:0.32912, yago11k_both +2023-06-11 13:43:09,646 - yago11k_both - [INFO] - [E:497| 300]: Train Loss:0.0011002, Val MRR:0.32912, yago11k_both +2023-06-11 13:44:12,430 - yago11k_both - [INFO] - [E:497| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k_both +2023-06-11 13:45:15,205 - yago11k_both - [INFO] - [E:497| 500]: Train Loss:0.0011012, Val MRR:0.32912, yago11k_both +2023-06-11 13:46:17,589 - yago11k_both - [INFO] - [E:497| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both +2023-06-11 13:46:17,590 - yago11k_both - [INFO] - [Epoch:497]: Training Loss:0.001101 + +2023-06-11 13:46:17,806 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 13:46:29,748 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 13:46:41,526 - yago11k_both - [INFO] - [Evaluating Epoch 497 valid]: + MRR: Tail : 0.41439, Head : 0.23709, Avg : 0.32574 + +2023-06-11 13:46:41,527 - yago11k_both - [INFO] - [Epoch 497]: Training Loss: 0.0011013, Valid MRR: 0.32912, + + + +2023-06-11 13:46:42,164 - yago11k_both - [INFO] - [E:498| 0]: Train Loss:0.0011093, Val MRR:0.32912, yago11k_both +2023-06-11 13:47:45,024 - yago11k_both - [INFO] - [E:498| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both +2023-06-11 13:48:47,808 - yago11k_both - [INFO] - [E:498| 200]: Train Loss:0.0011004, Val MRR:0.32912, yago11k_both +2023-06-11 13:49:50,690 - yago11k_both - [INFO] - [E:498| 300]: Train Loss:0.0011003, Val MRR:0.32912, yago11k_both +2023-06-11 13:50:53,567 - yago11k_both - [INFO] - [E:498| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k_both +2023-06-11 13:51:56,454 - yago11k_both - [INFO] - [E:498| 500]: Train Loss:0.0011005, Val MRR:0.32912, yago11k_both +2023-06-11 13:52:58,958 - yago11k_both - [INFO] - [E:498| 600]: Train Loss:0.0011011, Val MRR:0.32912, yago11k_both +2023-06-11 13:52:58,959 - yago11k_both - [INFO] - [Epoch:498]: Training Loss:0.001101 + +2023-06-11 13:52:59,173 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 13:53:11,089 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 13:53:22,845 - yago11k_both - [INFO] - [Evaluating Epoch 498 valid]: + MRR: Tail : 0.41261, Head : 0.23554, Avg : 0.32408 + +2023-06-11 13:53:22,845 - yago11k_both - [INFO] - [Epoch 498]: Training Loss: 0.0011011, Valid MRR: 0.32912, + + + +2023-06-11 13:53:23,481 - yago11k_both - [INFO] - [E:499| 0]: Train Loss:0.0011021, Val MRR:0.32912, yago11k_both +2023-06-11 13:54:26,333 - yago11k_both - [INFO] - [E:499| 100]: Train Loss:0.0010999, Val MRR:0.32912, yago11k_both +2023-06-11 13:55:29,230 - yago11k_both - [INFO] - [E:499| 200]: Train Loss:0.0010994, Val MRR:0.32912, yago11k_both +2023-06-11 13:56:32,170 - yago11k_both - [INFO] - [E:499| 300]: Train Loss:0.0010996, Val MRR:0.32912, yago11k_both +2023-06-11 13:57:35,078 - yago11k_both - [INFO] - [E:499| 400]: Train Loss:0.0010997, Val MRR:0.32912, yago11k_both +2023-06-11 13:58:38,017 - yago11k_both - [INFO] - [E:499| 500]: Train Loss:0.0011001, Val MRR:0.32912, yago11k_both +2023-06-11 13:59:40,425 - yago11k_both - [INFO] - [E:499| 600]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_both +2023-06-11 13:59:40,426 - yago11k_both - [INFO] - [Epoch:499]: Training Loss:0.001101 + +2023-06-11 13:59:40,641 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both +2023-06-11 13:59:52,546 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both +2023-06-11 14:00:04,299 - yago11k_both - [INFO] - [Evaluating Epoch 499 valid]: + MRR: Tail : 0.41282, Head : 0.23554, Avg : 0.32418 + MR: Tail : 690.63, Head : 1039.3, Avg : 864.99 + Hit-1: Tail : 0.32676, Head : 0.19422, Avg : 0.26049 + Hit-3: Tail : 0.45096, Head : 0.23312, Avg : 0.34204 + Hit-10: Tail : 0.58766, Head : 0.31578, Avg : 0.45172 +2023-06-11 14:00:04,299 - yago11k_both - [INFO] - [Epoch 499]: Training Loss: 0.0011008, Valid MRR: 0.32912, + + + +2023-06-11 14:00:04,299 - yago11k_both - [INFO] - Loading best model, evaluating on test data +2023-06-11 14:00:04,940 - yago11k_both - [INFO] - [Test, Tail_Batch Step 0] yago11k_both +2023-06-11 14:00:16,381 - yago11k_both - [INFO] - [Test, Head_Batch Step 0] yago11k_both +2023-06-11 14:00:27,654 - yago11k_both - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828 + MR: Tail : 752.02, Head : 1142.1, Avg : 947.06 + Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255 + Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491 + Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701 +2023-06-20 08:55:31,280 - yago11k_both - [INFO] - {'dataset': 'yago11k_both', 'name': 'yago11k_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False} +2023-06-20 08:55:36,773 - yago11k_both - [INFO] - [Test, Tail_Batch Step 0] yago11k_both +2023-06-20 08:55:48,265 - yago11k_both - [INFO] - [Test, Head_Batch Step 0] yago11k_both +2023-06-20 08:55:59,589 - yago11k_both - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828 + MR: Tail : 752.02, Head : 1142.1, Avg : 947.06 + Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255 + Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491 + Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701 diff --git a/log/yago11k_both_0.001 b/log/yago11k_both_0.001 new file mode 100644 index 0000000..18c1e3a --- /dev/null +++ b/log/yago11k_both_0.001 @@ -0,0 +1,9162 @@ +2023-06-20 04:23:30,277 - yago11k_both_0.001 - [INFO] - {'dataset': 'yago11k_both', 'name': 'yago11k_both_0.001', 'gpu': '-1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-20 04:23:48,665 - yago11k_both_0.001 - [INFO] - [E:0| 0]: Train Loss:0.69848, Val MRR:0.0, yago11k_both_0.001 +2023-06-20 04:28:02,237 - yago11k_both_0.001 - [INFO] - {'dataset': 'yago11k_both', 'name': 'yago11k_both_0.001', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False} +2023-06-20 04:28:07,787 - yago11k_both_0.001 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_both_0.001 +2023-06-20 04:29:10,705 - yago11k_both_0.001 - [INFO] - [E:0| 100]: Train Loss:0.053713, Val MRR:0.0, yago11k_both_0.001 +2023-06-20 04:30:13,672 - yago11k_both_0.001 - [INFO] - [E:0| 200]: Train Loss:0.028861, Val MRR:0.0, yago11k_both_0.001 +2023-06-20 04:31:16,637 - yago11k_both_0.001 - [INFO] - [E:0| 300]: Train Loss:0.020202, Val MRR:0.0, yago11k_both_0.001 +2023-06-20 04:32:19,607 - yago11k_both_0.001 - [INFO] - [E:0| 400]: Train Loss:0.015778, Val MRR:0.0, yago11k_both_0.001 +2023-06-20 04:33:22,566 - yago11k_both_0.001 - [INFO] - [E:0| 500]: Train Loss:0.013086, Val MRR:0.0, yago11k_both_0.001 +2023-06-20 04:34:25,108 - yago11k_both_0.001 - [INFO] - [E:0| 600]: Train Loss:0.011286, Val MRR:0.0, yago11k_both_0.001 +2023-06-20 04:34:25,108 - yago11k_both_0.001 - [INFO] - [Epoch:0]: Training Loss:0.01129 + +2023-06-20 04:34:25,323 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 04:34:37,337 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 04:34:49,164 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.07255, Head : 0.00078, Avg : 0.03667 + +2023-06-20 04:34:50,143 - yago11k_both_0.001 - [INFO] - [Epoch 0]: Training Loss: 0.011286, Valid MRR: 0.03667, + + + +2023-06-20 04:34:50,789 - yago11k_both_0.001 - [INFO] - [E:1| 0]: Train Loss:0.0020751, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:35:53,687 - yago11k_both_0.001 - [INFO] - [E:1| 100]: Train Loss:0.0022028, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:36:56,591 - yago11k_both_0.001 - [INFO] - [E:1| 200]: Train Loss:0.002189, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:37:59,457 - yago11k_both_0.001 - [INFO] - [E:1| 300]: Train Loss:0.0021819, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:39:02,323 - yago11k_both_0.001 - [INFO] - [E:1| 400]: Train Loss:0.0021768, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:40:05,162 - yago11k_both_0.001 - [INFO] - [E:1| 500]: Train Loss:0.0021714, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:41:07,613 - yago11k_both_0.001 - [INFO] - [E:1| 600]: Train Loss:0.0021706, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:41:07,614 - yago11k_both_0.001 - [INFO] - [Epoch:1]: Training Loss:0.002171 + +2023-06-20 04:41:07,827 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 04:41:19,808 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 04:41:31,622 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07071, Head : 0.00134, Avg : 0.03602 + +2023-06-20 04:41:31,622 - yago11k_both_0.001 - [INFO] - [Epoch 1]: Training Loss: 0.0021706, Valid MRR: 0.03667, + + + +2023-06-20 04:41:32,257 - yago11k_both_0.001 - [INFO] - [E:2| 0]: Train Loss:0.0022381, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:42:35,009 - yago11k_both_0.001 - [INFO] - [E:2| 100]: Train Loss:0.0021337, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:43:37,765 - yago11k_both_0.001 - [INFO] - [E:2| 200]: Train Loss:0.0021456, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:44:40,566 - yago11k_both_0.001 - [INFO] - [E:2| 300]: Train Loss:0.0021526, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:45:43,366 - yago11k_both_0.001 - [INFO] - [E:2| 400]: Train Loss:0.0021472, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:46:46,163 - yago11k_both_0.001 - [INFO] - [E:2| 500]: Train Loss:0.0021453, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:47:48,528 - yago11k_both_0.001 - [INFO] - [E:2| 600]: Train Loss:0.0021415, Val MRR:0.03667, yago11k_both_0.001 +2023-06-20 04:47:48,528 - yago11k_both_0.001 - [INFO] - [Epoch:2]: Training Loss:0.002141 + +2023-06-20 04:47:48,742 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 04:48:00,719 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 04:48:12,541 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.10444, Head : 0.00252, Avg : 0.05348 + +2023-06-20 04:48:13,473 - yago11k_both_0.001 - [INFO] - [Epoch 2]: Training Loss: 0.0021415, Valid MRR: 0.05348, + + + +2023-06-20 04:48:14,116 - yago11k_both_0.001 - [INFO] - [E:3| 0]: Train Loss:0.0021514, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:49:16,918 - yago11k_both_0.001 - [INFO] - [E:3| 100]: Train Loss:0.0021169, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:50:19,688 - yago11k_both_0.001 - [INFO] - [E:3| 200]: Train Loss:0.0021189, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:51:22,464 - yago11k_both_0.001 - [INFO] - [E:3| 300]: Train Loss:0.0021174, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:52:25,220 - yago11k_both_0.001 - [INFO] - [E:3| 400]: Train Loss:0.0021108, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:53:28,023 - yago11k_both_0.001 - [INFO] - [E:3| 500]: Train Loss:0.0021048, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:54:30,362 - yago11k_both_0.001 - [INFO] - [E:3| 600]: Train Loss:0.0021024, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:54:30,363 - yago11k_both_0.001 - [INFO] - [Epoch:3]: Training Loss:0.002102 + +2023-06-20 04:54:30,576 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 04:54:42,552 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 04:54:54,366 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.09289, Head : 0.00291, Avg : 0.0479 + +2023-06-20 04:54:54,366 - yago11k_both_0.001 - [INFO] - [Epoch 3]: Training Loss: 0.0021024, Valid MRR: 0.05348, + + + +2023-06-20 04:54:55,006 - yago11k_both_0.001 - [INFO] - [E:4| 0]: Train Loss:0.0020766, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:55:57,788 - yago11k_both_0.001 - [INFO] - [E:4| 100]: Train Loss:0.0020762, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:57:00,571 - yago11k_both_0.001 - [INFO] - [E:4| 200]: Train Loss:0.0020609, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:58:03,347 - yago11k_both_0.001 - [INFO] - [E:4| 300]: Train Loss:0.0020597, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 04:59:06,138 - yago11k_both_0.001 - [INFO] - [E:4| 400]: Train Loss:0.00206, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 05:00:08,900 - yago11k_both_0.001 - [INFO] - [E:4| 500]: Train Loss:0.0020603, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 05:01:11,236 - yago11k_both_0.001 - [INFO] - [E:4| 600]: Train Loss:0.0020628, Val MRR:0.05348, yago11k_both_0.001 +2023-06-20 05:01:11,236 - yago11k_both_0.001 - [INFO] - [Epoch:4]: Training Loss:0.002063 + +2023-06-20 05:01:11,449 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:01:23,424 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:01:35,235 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.10691, Head : 0.0048, Avg : 0.05585 + +2023-06-20 05:01:36,162 - yago11k_both_0.001 - [INFO] - [Epoch 4]: Training Loss: 0.0020628, Valid MRR: 0.05585, + + + +2023-06-20 05:01:36,801 - yago11k_both_0.001 - [INFO] - [E:5| 0]: Train Loss:0.0019675, Val MRR:0.05585, yago11k_both_0.001 +2023-06-20 05:02:39,560 - yago11k_both_0.001 - [INFO] - [E:5| 100]: Train Loss:0.0020511, Val MRR:0.05585, yago11k_both_0.001 +2023-06-20 05:03:42,299 - yago11k_both_0.001 - [INFO] - [E:5| 200]: Train Loss:0.0020459, Val MRR:0.05585, yago11k_both_0.001 +2023-06-20 05:04:45,021 - yago11k_both_0.001 - [INFO] - [E:5| 300]: Train Loss:0.0020449, Val MRR:0.05585, yago11k_both_0.001 +2023-06-20 05:05:47,792 - yago11k_both_0.001 - [INFO] - [E:5| 400]: Train Loss:0.0020426, Val MRR:0.05585, yago11k_both_0.001 +2023-06-20 05:06:50,492 - yago11k_both_0.001 - [INFO] - [E:5| 500]: Train Loss:0.0020379, Val MRR:0.05585, yago11k_both_0.001 +2023-06-20 05:07:52,735 - yago11k_both_0.001 - [INFO] - [E:5| 600]: Train Loss:0.0020344, Val MRR:0.05585, yago11k_both_0.001 +2023-06-20 05:07:52,735 - yago11k_both_0.001 - [INFO] - [Epoch:5]: Training Loss:0.002034 + +2023-06-20 05:07:52,948 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:08:04,911 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:08:16,722 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.12092, Head : 0.00797, Avg : 0.06445 + +2023-06-20 05:08:17,662 - yago11k_both_0.001 - [INFO] - [Epoch 5]: Training Loss: 0.0020344, Valid MRR: 0.06445, + + + +2023-06-20 05:08:18,301 - yago11k_both_0.001 - [INFO] - [E:6| 0]: Train Loss:0.002118, Val MRR:0.06445, yago11k_both_0.001 +2023-06-20 05:09:21,109 - yago11k_both_0.001 - [INFO] - [E:6| 100]: Train Loss:0.002003, Val MRR:0.06445, yago11k_both_0.001 +2023-06-20 05:10:23,899 - yago11k_both_0.001 - [INFO] - [E:6| 200]: Train Loss:0.0020011, Val MRR:0.06445, yago11k_both_0.001 +2023-06-20 05:11:26,676 - yago11k_both_0.001 - [INFO] - [E:6| 300]: Train Loss:0.0020029, Val MRR:0.06445, yago11k_both_0.001 +2023-06-20 05:12:29,447 - yago11k_both_0.001 - [INFO] - [E:6| 400]: Train Loss:0.0020045, Val MRR:0.06445, yago11k_both_0.001 +2023-06-20 05:13:32,239 - yago11k_both_0.001 - [INFO] - [E:6| 500]: Train Loss:0.0020061, Val MRR:0.06445, yago11k_both_0.001 +2023-06-20 05:14:34,588 - yago11k_both_0.001 - [INFO] - [E:6| 600]: Train Loss:0.0020072, Val MRR:0.06445, yago11k_both_0.001 +2023-06-20 05:14:34,589 - yago11k_both_0.001 - [INFO] - [Epoch:6]: Training Loss:0.002007 + +2023-06-20 05:14:34,802 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:14:46,776 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:14:58,576 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.14891, Head : 0.0074, Avg : 0.07816 + +2023-06-20 05:14:59,511 - yago11k_both_0.001 - [INFO] - [Epoch 6]: Training Loss: 0.0020072, Valid MRR: 0.07816, + + + +2023-06-20 05:15:00,151 - yago11k_both_0.001 - [INFO] - [E:7| 0]: Train Loss:0.0019415, Val MRR:0.07816, yago11k_both_0.001 +2023-06-20 05:16:02,944 - yago11k_both_0.001 - [INFO] - [E:7| 100]: Train Loss:0.001976, Val MRR:0.07816, yago11k_both_0.001 +2023-06-20 05:17:05,734 - yago11k_both_0.001 - [INFO] - [E:7| 200]: Train Loss:0.0019761, Val MRR:0.07816, yago11k_both_0.001 +2023-06-20 05:18:08,541 - yago11k_both_0.001 - [INFO] - [E:7| 300]: Train Loss:0.0019813, Val MRR:0.07816, yago11k_both_0.001 +2023-06-20 05:19:11,330 - yago11k_both_0.001 - [INFO] - [E:7| 400]: Train Loss:0.0019831, Val MRR:0.07816, yago11k_both_0.001 +2023-06-20 05:20:14,144 - yago11k_both_0.001 - [INFO] - [E:7| 500]: Train Loss:0.0019816, Val MRR:0.07816, yago11k_both_0.001 +2023-06-20 05:21:16,535 - yago11k_both_0.001 - [INFO] - [E:7| 600]: Train Loss:0.0019771, Val MRR:0.07816, yago11k_both_0.001 +2023-06-20 05:21:16,536 - yago11k_both_0.001 - [INFO] - [Epoch:7]: Training Loss:0.001977 + +2023-06-20 05:21:16,749 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:21:28,720 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:21:40,527 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.15212, Head : 0.01105, Avg : 0.08158 + +2023-06-20 05:21:41,458 - yago11k_both_0.001 - [INFO] - [Epoch 7]: Training Loss: 0.0019771, Valid MRR: 0.08158, + + + +2023-06-20 05:21:42,094 - yago11k_both_0.001 - [INFO] - [E:8| 0]: Train Loss:0.0019342, Val MRR:0.08158, yago11k_both_0.001 +2023-06-20 05:22:44,883 - yago11k_both_0.001 - [INFO] - [E:8| 100]: Train Loss:0.001941, Val MRR:0.08158, yago11k_both_0.001 +2023-06-20 05:23:47,684 - yago11k_both_0.001 - [INFO] - [E:8| 200]: Train Loss:0.0019499, Val MRR:0.08158, yago11k_both_0.001 +2023-06-20 05:24:50,507 - yago11k_both_0.001 - [INFO] - [E:8| 300]: Train Loss:0.0019448, Val MRR:0.08158, yago11k_both_0.001 +2023-06-20 05:25:53,288 - yago11k_both_0.001 - [INFO] - [E:8| 400]: Train Loss:0.0019402, Val MRR:0.08158, yago11k_both_0.001 +2023-06-20 05:26:56,072 - yago11k_both_0.001 - [INFO] - [E:8| 500]: Train Loss:0.0019371, Val MRR:0.08158, yago11k_both_0.001 +2023-06-20 05:27:58,417 - yago11k_both_0.001 - [INFO] - [E:8| 600]: Train Loss:0.0019349, Val MRR:0.08158, yago11k_both_0.001 +2023-06-20 05:27:58,418 - yago11k_both_0.001 - [INFO] - [Epoch:8]: Training Loss:0.001935 + +2023-06-20 05:27:58,631 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:28:10,599 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:28:22,417 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.15601, Head : 0.01517, Avg : 0.08559 + +2023-06-20 05:28:23,344 - yago11k_both_0.001 - [INFO] - [Epoch 8]: Training Loss: 0.0019349, Valid MRR: 0.08559, + + + +2023-06-20 05:28:23,983 - yago11k_both_0.001 - [INFO] - [E:9| 0]: Train Loss:0.0018768, Val MRR:0.08559, yago11k_both_0.001 +2023-06-20 05:29:26,779 - yago11k_both_0.001 - [INFO] - [E:9| 100]: Train Loss:0.0019158, Val MRR:0.08559, yago11k_both_0.001 +2023-06-20 05:30:29,543 - yago11k_both_0.001 - [INFO] - [E:9| 200]: Train Loss:0.0019038, Val MRR:0.08559, yago11k_both_0.001 +2023-06-20 05:31:32,231 - yago11k_both_0.001 - [INFO] - [E:9| 300]: Train Loss:0.001899, Val MRR:0.08559, yago11k_both_0.001 +2023-06-20 05:32:34,903 - yago11k_both_0.001 - [INFO] - [E:9| 400]: Train Loss:0.0018945, Val MRR:0.08559, yago11k_both_0.001 +2023-06-20 05:33:37,559 - yago11k_both_0.001 - [INFO] - [E:9| 500]: Train Loss:0.0018894, Val MRR:0.08559, yago11k_both_0.001 +2023-06-20 05:34:39,816 - yago11k_both_0.001 - [INFO] - [E:9| 600]: Train Loss:0.0018847, Val MRR:0.08559, yago11k_both_0.001 +2023-06-20 05:34:39,817 - yago11k_both_0.001 - [INFO] - [Epoch:9]: Training Loss:0.001885 + +2023-06-20 05:34:40,031 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:34:51,986 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:35:03,780 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.15467, Head : 0.02472, Avg : 0.08969 + MR: Tail : 630.47, Head : 1167.1, Avg : 898.78 + Hit-1: Tail : 0.08058, Head : 0.00556, Avg : 0.04307 + Hit-3: Tail : 0.19033, Head : 0.01389, Avg : 0.10211 + Hit-10: Tail : 0.29758, Head : 0.05446, Avg : 0.17602 +2023-06-20 05:35:04,702 - yago11k_both_0.001 - [INFO] - [Epoch 9]: Training Loss: 0.0018847, Valid MRR: 0.08969, + + + +2023-06-20 05:35:05,343 - yago11k_both_0.001 - [INFO] - [E:10| 0]: Train Loss:0.0017879, Val MRR:0.08969, yago11k_both_0.001 +2023-06-20 05:36:08,009 - yago11k_both_0.001 - [INFO] - [E:10| 100]: Train Loss:0.0018477, Val MRR:0.08969, yago11k_both_0.001 +2023-06-20 05:37:10,672 - yago11k_both_0.001 - [INFO] - [E:10| 200]: Train Loss:0.0018449, Val MRR:0.08969, yago11k_both_0.001 +2023-06-20 05:38:13,359 - yago11k_both_0.001 - [INFO] - [E:10| 300]: Train Loss:0.0018402, Val MRR:0.08969, yago11k_both_0.001 +2023-06-20 05:39:16,016 - yago11k_both_0.001 - [INFO] - [E:10| 400]: Train Loss:0.0018368, Val MRR:0.08969, yago11k_both_0.001 +2023-06-20 05:40:18,652 - yago11k_both_0.001 - [INFO] - [E:10| 500]: Train Loss:0.0018339, Val MRR:0.08969, yago11k_both_0.001 +2023-06-20 05:41:20,882 - yago11k_both_0.001 - [INFO] - [E:10| 600]: Train Loss:0.0018308, Val MRR:0.08969, yago11k_both_0.001 +2023-06-20 05:41:20,882 - yago11k_both_0.001 - [INFO] - [Epoch:10]: Training Loss:0.001831 + +2023-06-20 05:41:21,096 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:41:33,066 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:41:44,868 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.17849, Head : 0.03496, Avg : 0.10673 + +2023-06-20 05:41:45,804 - yago11k_both_0.001 - [INFO] - [Epoch 10]: Training Loss: 0.0018308, Valid MRR: 0.10673, + + + +2023-06-20 05:41:46,447 - yago11k_both_0.001 - [INFO] - [E:11| 0]: Train Loss:0.0018308, Val MRR:0.10673, yago11k_both_0.001 +2023-06-20 05:42:49,229 - yago11k_both_0.001 - [INFO] - [E:11| 100]: Train Loss:0.001787, Val MRR:0.10673, yago11k_both_0.001 +2023-06-20 05:43:51,982 - yago11k_both_0.001 - [INFO] - [E:11| 200]: Train Loss:0.0017891, Val MRR:0.10673, yago11k_both_0.001 +2023-06-20 05:44:54,745 - yago11k_both_0.001 - [INFO] - [E:11| 300]: Train Loss:0.0017884, Val MRR:0.10673, yago11k_both_0.001 +2023-06-20 05:45:57,501 - yago11k_both_0.001 - [INFO] - [E:11| 400]: Train Loss:0.0017825, Val MRR:0.10673, yago11k_both_0.001 +2023-06-20 05:47:00,318 - yago11k_both_0.001 - [INFO] - [E:11| 500]: Train Loss:0.0017766, Val MRR:0.10673, yago11k_both_0.001 +2023-06-20 05:48:02,613 - yago11k_both_0.001 - [INFO] - [E:11| 600]: Train Loss:0.0017735, Val MRR:0.10673, yago11k_both_0.001 +2023-06-20 05:48:02,613 - yago11k_both_0.001 - [INFO] - [Epoch:11]: Training Loss:0.001773 + +2023-06-20 05:48:02,825 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:48:14,784 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:48:26,591 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.20157, Head : 0.04356, Avg : 0.12257 + +2023-06-20 05:48:27,525 - yago11k_both_0.001 - [INFO] - [Epoch 11]: Training Loss: 0.0017735, Valid MRR: 0.12257, + + + +2023-06-20 05:48:28,162 - yago11k_both_0.001 - [INFO] - [E:12| 0]: Train Loss:0.0016812, Val MRR:0.12257, yago11k_both_0.001 +2023-06-20 05:49:30,887 - yago11k_both_0.001 - [INFO] - [E:12| 100]: Train Loss:0.0017367, Val MRR:0.12257, yago11k_both_0.001 +2023-06-20 05:50:33,610 - yago11k_both_0.001 - [INFO] - [E:12| 200]: Train Loss:0.0017343, Val MRR:0.12257, yago11k_both_0.001 +2023-06-20 05:51:36,346 - yago11k_both_0.001 - [INFO] - [E:12| 300]: Train Loss:0.0017293, Val MRR:0.12257, yago11k_both_0.001 +2023-06-20 05:52:39,052 - yago11k_both_0.001 - [INFO] - [E:12| 400]: Train Loss:0.0017228, Val MRR:0.12257, yago11k_both_0.001 +2023-06-20 05:53:41,806 - yago11k_both_0.001 - [INFO] - [E:12| 500]: Train Loss:0.0017161, Val MRR:0.12257, yago11k_both_0.001 +2023-06-20 05:54:44,096 - yago11k_both_0.001 - [INFO] - [E:12| 600]: Train Loss:0.0017101, Val MRR:0.12257, yago11k_both_0.001 +2023-06-20 05:54:44,097 - yago11k_both_0.001 - [INFO] - [Epoch:12]: Training Loss:0.00171 + +2023-06-20 05:54:44,311 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:54:56,272 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 05:55:08,073 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.22052, Head : 0.06182, Avg : 0.14117 + +2023-06-20 05:55:09,004 - yago11k_both_0.001 - [INFO] - [Epoch 12]: Training Loss: 0.0017101, Valid MRR: 0.14117, + + + +2023-06-20 05:55:09,643 - yago11k_both_0.001 - [INFO] - [E:13| 0]: Train Loss:0.0016433, Val MRR:0.14117, yago11k_both_0.001 +2023-06-20 05:56:12,394 - yago11k_both_0.001 - [INFO] - [E:13| 100]: Train Loss:0.0016674, Val MRR:0.14117, yago11k_both_0.001 +2023-06-20 05:57:15,096 - yago11k_both_0.001 - [INFO] - [E:13| 200]: Train Loss:0.0016601, Val MRR:0.14117, yago11k_both_0.001 +2023-06-20 05:58:17,843 - yago11k_both_0.001 - [INFO] - [E:13| 300]: Train Loss:0.0016566, Val MRR:0.14117, yago11k_both_0.001 +2023-06-20 05:59:20,567 - yago11k_both_0.001 - [INFO] - [E:13| 400]: Train Loss:0.001652, Val MRR:0.14117, yago11k_both_0.001 +2023-06-20 06:00:23,275 - yago11k_both_0.001 - [INFO] - [E:13| 500]: Train Loss:0.0016485, Val MRR:0.14117, yago11k_both_0.001 +2023-06-20 06:01:25,597 - yago11k_both_0.001 - [INFO] - [E:13| 600]: Train Loss:0.0016448, Val MRR:0.14117, yago11k_both_0.001 +2023-06-20 06:01:25,597 - yago11k_both_0.001 - [INFO] - [Epoch:13]: Training Loss:0.001645 + +2023-06-20 06:01:25,811 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:01:37,770 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:01:49,574 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.24737, Head : 0.07894, Avg : 0.16316 + +2023-06-20 06:01:50,509 - yago11k_both_0.001 - [INFO] - [Epoch 13]: Training Loss: 0.0016448, Valid MRR: 0.16316, + + + +2023-06-20 06:01:51,149 - yago11k_both_0.001 - [INFO] - [E:14| 0]: Train Loss:0.0016738, Val MRR:0.16316, yago11k_both_0.001 +2023-06-20 06:02:53,858 - yago11k_both_0.001 - [INFO] - [E:14| 100]: Train Loss:0.0015989, Val MRR:0.16316, yago11k_both_0.001 +2023-06-20 06:03:56,596 - yago11k_both_0.001 - [INFO] - [E:14| 200]: Train Loss:0.0016014, Val MRR:0.16316, yago11k_both_0.001 +2023-06-20 06:04:59,316 - yago11k_both_0.001 - [INFO] - [E:14| 300]: Train Loss:0.0015987, Val MRR:0.16316, yago11k_both_0.001 +2023-06-20 06:06:02,050 - yago11k_both_0.001 - [INFO] - [E:14| 400]: Train Loss:0.0015955, Val MRR:0.16316, yago11k_both_0.001 +2023-06-20 06:07:04,778 - yago11k_both_0.001 - [INFO] - [E:14| 500]: Train Loss:0.0015909, Val MRR:0.16316, yago11k_both_0.001 +2023-06-20 06:08:07,127 - yago11k_both_0.001 - [INFO] - [E:14| 600]: Train Loss:0.0015898, Val MRR:0.16316, yago11k_both_0.001 +2023-06-20 06:08:07,128 - yago11k_both_0.001 - [INFO] - [Epoch:14]: Training Loss:0.00159 + +2023-06-20 06:08:07,341 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:08:19,303 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:08:31,106 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.24439, Head : 0.10806, Avg : 0.17623 + +2023-06-20 06:08:32,033 - yago11k_both_0.001 - [INFO] - [Epoch 14]: Training Loss: 0.0015898, Valid MRR: 0.17623, + + + +2023-06-20 06:08:32,672 - yago11k_both_0.001 - [INFO] - [E:15| 0]: Train Loss:0.0015059, Val MRR:0.17623, yago11k_both_0.001 +2023-06-20 06:09:35,404 - yago11k_both_0.001 - [INFO] - [E:15| 100]: Train Loss:0.0015524, Val MRR:0.17623, yago11k_both_0.001 +2023-06-20 06:10:38,133 - yago11k_both_0.001 - [INFO] - [E:15| 200]: Train Loss:0.0015512, Val MRR:0.17623, yago11k_both_0.001 +2023-06-20 06:11:40,863 - yago11k_both_0.001 - [INFO] - [E:15| 300]: Train Loss:0.0015495, Val MRR:0.17623, yago11k_both_0.001 +2023-06-20 06:12:43,612 - yago11k_both_0.001 - [INFO] - [E:15| 400]: Train Loss:0.0015471, Val MRR:0.17623, yago11k_both_0.001 +2023-06-20 06:13:46,355 - yago11k_both_0.001 - [INFO] - [E:15| 500]: Train Loss:0.0015435, Val MRR:0.17623, yago11k_both_0.001 +2023-06-20 06:14:48,673 - yago11k_both_0.001 - [INFO] - [E:15| 600]: Train Loss:0.0015406, Val MRR:0.17623, yago11k_both_0.001 +2023-06-20 06:14:48,673 - yago11k_both_0.001 - [INFO] - [Epoch:15]: Training Loss:0.001541 + +2023-06-20 06:14:48,886 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:15:00,849 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:15:12,647 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.28879, Head : 0.12709, Avg : 0.20794 + +2023-06-20 06:15:13,582 - yago11k_both_0.001 - [INFO] - [Epoch 15]: Training Loss: 0.0015406, Valid MRR: 0.20794, + + + +2023-06-20 06:15:14,224 - yago11k_both_0.001 - [INFO] - [E:16| 0]: Train Loss:0.0015365, Val MRR:0.20794, yago11k_both_0.001 +2023-06-20 06:16:16,948 - yago11k_both_0.001 - [INFO] - [E:16| 100]: Train Loss:0.0015045, Val MRR:0.20794, yago11k_both_0.001 +2023-06-20 06:17:19,676 - yago11k_both_0.001 - [INFO] - [E:16| 200]: Train Loss:0.001507, Val MRR:0.20794, yago11k_both_0.001 +2023-06-20 06:18:22,414 - yago11k_both_0.001 - [INFO] - [E:16| 300]: Train Loss:0.0015045, Val MRR:0.20794, yago11k_both_0.001 +2023-06-20 06:19:25,154 - yago11k_both_0.001 - [INFO] - [E:16| 400]: Train Loss:0.0015018, Val MRR:0.20794, yago11k_both_0.001 +2023-06-20 06:20:27,864 - yago11k_both_0.001 - [INFO] - [E:16| 500]: Train Loss:0.0014999, Val MRR:0.20794, yago11k_both_0.001 +2023-06-20 06:21:30,161 - yago11k_both_0.001 - [INFO] - [E:16| 600]: Train Loss:0.0014973, Val MRR:0.20794, yago11k_both_0.001 +2023-06-20 06:21:30,162 - yago11k_both_0.001 - [INFO] - [Epoch:16]: Training Loss:0.001497 + +2023-06-20 06:21:30,375 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:21:42,332 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:21:54,136 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.29866, Head : 0.14682, Avg : 0.22274 + +2023-06-20 06:21:55,084 - yago11k_both_0.001 - [INFO] - [Epoch 16]: Training Loss: 0.0014973, Valid MRR: 0.22274, + + + +2023-06-20 06:21:55,726 - yago11k_both_0.001 - [INFO] - [E:17| 0]: Train Loss:0.0014437, Val MRR:0.22274, yago11k_both_0.001 +2023-06-20 06:22:58,413 - yago11k_both_0.001 - [INFO] - [E:17| 100]: Train Loss:0.0014686, Val MRR:0.22274, yago11k_both_0.001 +2023-06-20 06:24:01,088 - yago11k_both_0.001 - [INFO] - [E:17| 200]: Train Loss:0.0014636, Val MRR:0.22274, yago11k_both_0.001 +2023-06-20 06:25:03,767 - yago11k_both_0.001 - [INFO] - [E:17| 300]: Train Loss:0.0014681, Val MRR:0.22274, yago11k_both_0.001 +2023-06-20 06:26:06,452 - yago11k_both_0.001 - [INFO] - [E:17| 400]: Train Loss:0.001468, Val MRR:0.22274, yago11k_both_0.001 +2023-06-20 06:27:09,132 - yago11k_both_0.001 - [INFO] - [E:17| 500]: Train Loss:0.0014666, Val MRR:0.22274, yago11k_both_0.001 +2023-06-20 06:28:11,390 - yago11k_both_0.001 - [INFO] - [E:17| 600]: Train Loss:0.0014644, Val MRR:0.22274, yago11k_both_0.001 +2023-06-20 06:28:11,391 - yago11k_both_0.001 - [INFO] - [Epoch:17]: Training Loss:0.001464 + +2023-06-20 06:28:11,603 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:28:23,552 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:28:35,347 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.31349, Head : 0.16091, Avg : 0.2372 + +2023-06-20 06:28:36,273 - yago11k_both_0.001 - [INFO] - [Epoch 17]: Training Loss: 0.0014644, Valid MRR: 0.2372, + + + +2023-06-20 06:28:36,914 - yago11k_both_0.001 - [INFO] - [E:18| 0]: Train Loss:0.0014337, Val MRR:0.2372, yago11k_both_0.001 +2023-06-20 06:29:39,577 - yago11k_both_0.001 - [INFO] - [E:18| 100]: Train Loss:0.0014353, Val MRR:0.2372, yago11k_both_0.001 +2023-06-20 06:30:42,248 - yago11k_both_0.001 - [INFO] - [E:18| 200]: Train Loss:0.0014389, Val MRR:0.2372, yago11k_both_0.001 +2023-06-20 06:31:44,903 - yago11k_both_0.001 - [INFO] - [E:18| 300]: Train Loss:0.0014395, Val MRR:0.2372, yago11k_both_0.001 +2023-06-20 06:32:47,579 - yago11k_both_0.001 - [INFO] - [E:18| 400]: Train Loss:0.0014379, Val MRR:0.2372, yago11k_both_0.001 +2023-06-20 06:33:50,262 - yago11k_both_0.001 - [INFO] - [E:18| 500]: Train Loss:0.0014346, Val MRR:0.2372, yago11k_both_0.001 +2023-06-20 06:34:52,462 - yago11k_both_0.001 - [INFO] - [E:18| 600]: Train Loss:0.0014334, Val MRR:0.2372, yago11k_both_0.001 +2023-06-20 06:34:52,462 - yago11k_both_0.001 - [INFO] - [Epoch:18]: Training Loss:0.001433 + +2023-06-20 06:34:52,675 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:35:04,625 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:35:16,420 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.3286, Head : 0.1673, Avg : 0.24795 + +2023-06-20 06:35:17,337 - yago11k_both_0.001 - [INFO] - [Epoch 18]: Training Loss: 0.0014334, Valid MRR: 0.24795, + + + +2023-06-20 06:35:17,976 - yago11k_both_0.001 - [INFO] - [E:19| 0]: Train Loss:0.0014489, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:36:20,662 - yago11k_both_0.001 - [INFO] - [E:19| 100]: Train Loss:0.001414, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:37:23,356 - yago11k_both_0.001 - [INFO] - [E:19| 200]: Train Loss:0.0014131, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:38:26,031 - yago11k_both_0.001 - [INFO] - [E:19| 300]: Train Loss:0.0014114, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:39:28,697 - yago11k_both_0.001 - [INFO] - [E:19| 400]: Train Loss:0.0014102, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:40:31,366 - yago11k_both_0.001 - [INFO] - [E:19| 500]: Train Loss:0.0014096, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:41:33,609 - yago11k_both_0.001 - [INFO] - [E:19| 600]: Train Loss:0.0014089, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:41:33,609 - yago11k_both_0.001 - [INFO] - [Epoch:19]: Training Loss:0.001409 + +2023-06-20 06:41:33,823 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:41:45,780 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:41:57,569 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.31767, Head : 0.17151, Avg : 0.24459 + MR: Tail : 451.67, Head : 893.79, Avg : 672.73 + Hit-1: Tail : 0.21034, Head : 0.12754, Avg : 0.16894 + Hit-3: Tail : 0.37566, Head : 0.1656, Avg : 0.27063 + Hit-10: Tail : 0.5175, Head : 0.2541, Avg : 0.3858 +2023-06-20 06:41:57,569 - yago11k_both_0.001 - [INFO] - [Epoch 19]: Training Loss: 0.0014089, Valid MRR: 0.24795, + + + +2023-06-20 06:41:58,199 - yago11k_both_0.001 - [INFO] - [E:20| 0]: Train Loss:0.0013092, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:43:00,881 - yago11k_both_0.001 - [INFO] - [E:20| 100]: Train Loss:0.0013903, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:44:03,528 - yago11k_both_0.001 - [INFO] - [E:20| 200]: Train Loss:0.00139, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:45:06,181 - yago11k_both_0.001 - [INFO] - [E:20| 300]: Train Loss:0.0013906, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:46:08,856 - yago11k_both_0.001 - [INFO] - [E:20| 400]: Train Loss:0.0013909, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:47:11,530 - yago11k_both_0.001 - [INFO] - [E:20| 500]: Train Loss:0.0013894, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:48:13,798 - yago11k_both_0.001 - [INFO] - [E:20| 600]: Train Loss:0.0013896, Val MRR:0.24795, yago11k_both_0.001 +2023-06-20 06:48:13,799 - yago11k_both_0.001 - [INFO] - [Epoch:20]: Training Loss:0.00139 + +2023-06-20 06:48:14,012 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:48:25,973 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:48:37,766 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.35588, Head : 0.18363, Avg : 0.26975 + +2023-06-20 06:48:38,687 - yago11k_both_0.001 - [INFO] - [Epoch 20]: Training Loss: 0.0013896, Valid MRR: 0.26975, + + + +2023-06-20 06:48:39,331 - yago11k_both_0.001 - [INFO] - [E:21| 0]: Train Loss:0.001346, Val MRR:0.26975, yago11k_both_0.001 +2023-06-20 06:49:41,997 - yago11k_both_0.001 - [INFO] - [E:21| 100]: Train Loss:0.0013613, Val MRR:0.26975, yago11k_both_0.001 +2023-06-20 06:50:44,658 - yago11k_both_0.001 - [INFO] - [E:21| 200]: Train Loss:0.0013669, Val MRR:0.26975, yago11k_both_0.001 +2023-06-20 06:51:47,322 - yago11k_both_0.001 - [INFO] - [E:21| 300]: Train Loss:0.0013669, Val MRR:0.26975, yago11k_both_0.001 +2023-06-20 06:52:49,981 - yago11k_both_0.001 - [INFO] - [E:21| 400]: Train Loss:0.0013677, Val MRR:0.26975, yago11k_both_0.001 +2023-06-20 06:53:52,652 - yago11k_both_0.001 - [INFO] - [E:21| 500]: Train Loss:0.0013702, Val MRR:0.26975, yago11k_both_0.001 +2023-06-20 06:54:54,903 - yago11k_both_0.001 - [INFO] - [E:21| 600]: Train Loss:0.0013707, Val MRR:0.26975, yago11k_both_0.001 +2023-06-20 06:54:54,904 - yago11k_both_0.001 - [INFO] - [Epoch:21]: Training Loss:0.001371 + +2023-06-20 06:54:55,117 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:55:07,067 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 06:55:18,865 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.36274, Head : 0.18768, Avg : 0.27521 + +2023-06-20 06:55:19,789 - yago11k_both_0.001 - [INFO] - [Epoch 21]: Training Loss: 0.0013707, Valid MRR: 0.27521, + + + +2023-06-20 06:55:20,429 - yago11k_both_0.001 - [INFO] - [E:22| 0]: Train Loss:0.0013432, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 06:56:23,087 - yago11k_both_0.001 - [INFO] - [E:22| 100]: Train Loss:0.0013565, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 06:57:25,764 - yago11k_both_0.001 - [INFO] - [E:22| 200]: Train Loss:0.0013544, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 06:58:28,447 - yago11k_both_0.001 - [INFO] - [E:22| 300]: Train Loss:0.001355, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 06:59:31,119 - yago11k_both_0.001 - [INFO] - [E:22| 400]: Train Loss:0.0013558, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:00:33,782 - yago11k_both_0.001 - [INFO] - [E:22| 500]: Train Loss:0.0013553, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:01:36,051 - yago11k_both_0.001 - [INFO] - [E:22| 600]: Train Loss:0.0013551, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:01:36,051 - yago11k_both_0.001 - [INFO] - [Epoch:22]: Training Loss:0.001355 + +2023-06-20 07:01:36,264 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:01:48,224 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:02:00,026 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.34754, Head : 0.19673, Avg : 0.27214 + +2023-06-20 07:02:00,026 - yago11k_both_0.001 - [INFO] - [Epoch 22]: Training Loss: 0.0013551, Valid MRR: 0.27521, + + + +2023-06-20 07:02:00,661 - yago11k_both_0.001 - [INFO] - [E:23| 0]: Train Loss:0.0013398, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:03:03,322 - yago11k_both_0.001 - [INFO] - [E:23| 100]: Train Loss:0.0013374, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:04:06,004 - yago11k_both_0.001 - [INFO] - [E:23| 200]: Train Loss:0.0013379, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:05:08,676 - yago11k_both_0.001 - [INFO] - [E:23| 300]: Train Loss:0.00134, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:06:11,320 - yago11k_both_0.001 - [INFO] - [E:23| 400]: Train Loss:0.0013426, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:07:13,997 - yago11k_both_0.001 - [INFO] - [E:23| 500]: Train Loss:0.0013425, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:08:16,229 - yago11k_both_0.001 - [INFO] - [E:23| 600]: Train Loss:0.0013419, Val MRR:0.27521, yago11k_both_0.001 +2023-06-20 07:08:16,230 - yago11k_both_0.001 - [INFO] - [Epoch:23]: Training Loss:0.001342 + +2023-06-20 07:08:16,443 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:08:28,399 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:08:40,194 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.36324, Head : 0.20069, Avg : 0.28196 + +2023-06-20 07:08:41,157 - yago11k_both_0.001 - [INFO] - [Epoch 23]: Training Loss: 0.0013419, Valid MRR: 0.28196, + + + +2023-06-20 07:08:41,798 - yago11k_both_0.001 - [INFO] - [E:24| 0]: Train Loss:0.0013121, Val MRR:0.28196, yago11k_both_0.001 +2023-06-20 07:09:44,559 - yago11k_both_0.001 - [INFO] - [E:24| 100]: Train Loss:0.0013328, Val MRR:0.28196, yago11k_both_0.001 +2023-06-20 07:10:47,304 - yago11k_both_0.001 - [INFO] - [E:24| 200]: Train Loss:0.0013302, Val MRR:0.28196, yago11k_both_0.001 +2023-06-20 07:11:50,047 - yago11k_both_0.001 - [INFO] - [E:24| 300]: Train Loss:0.001331, Val MRR:0.28196, yago11k_both_0.001 +2023-06-20 07:12:52,772 - yago11k_both_0.001 - [INFO] - [E:24| 400]: Train Loss:0.0013321, Val MRR:0.28196, yago11k_both_0.001 +2023-06-20 07:13:55,513 - yago11k_both_0.001 - [INFO] - [E:24| 500]: Train Loss:0.0013326, Val MRR:0.28196, yago11k_both_0.001 +2023-06-20 07:14:57,779 - yago11k_both_0.001 - [INFO] - [E:24| 600]: Train Loss:0.0013315, Val MRR:0.28196, yago11k_both_0.001 +2023-06-20 07:14:57,780 - yago11k_both_0.001 - [INFO] - [Epoch:24]: Training Loss:0.001331 + +2023-06-20 07:14:57,993 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:15:09,961 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:15:21,764 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.37155, Head : 0.20169, Avg : 0.28662 + +2023-06-20 07:15:22,752 - yago11k_both_0.001 - [INFO] - [Epoch 24]: Training Loss: 0.0013315, Valid MRR: 0.28662, + + + +2023-06-20 07:15:23,387 - yago11k_both_0.001 - [INFO] - [E:25| 0]: Train Loss:0.0013219, Val MRR:0.28662, yago11k_both_0.001 +2023-06-20 07:16:26,111 - yago11k_both_0.001 - [INFO] - [E:25| 100]: Train Loss:0.0013175, Val MRR:0.28662, yago11k_both_0.001 +2023-06-20 07:17:28,806 - yago11k_both_0.001 - [INFO] - [E:25| 200]: Train Loss:0.0013195, Val MRR:0.28662, yago11k_both_0.001 +2023-06-20 07:18:31,544 - yago11k_both_0.001 - [INFO] - [E:25| 300]: Train Loss:0.0013198, Val MRR:0.28662, yago11k_both_0.001 +2023-06-20 07:19:34,275 - yago11k_both_0.001 - [INFO] - [E:25| 400]: Train Loss:0.0013202, Val MRR:0.28662, yago11k_both_0.001 +2023-06-20 07:20:36,991 - yago11k_both_0.001 - [INFO] - [E:25| 500]: Train Loss:0.0013189, Val MRR:0.28662, yago11k_both_0.001 +2023-06-20 07:21:39,321 - yago11k_both_0.001 - [INFO] - [E:25| 600]: Train Loss:0.0013198, Val MRR:0.28662, yago11k_both_0.001 +2023-06-20 07:21:39,322 - yago11k_both_0.001 - [INFO] - [Epoch:25]: Training Loss:0.00132 + +2023-06-20 07:21:39,536 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:21:51,501 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:22:03,304 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.37237, Head : 0.2072, Avg : 0.28979 + +2023-06-20 07:22:04,236 - yago11k_both_0.001 - [INFO] - [Epoch 25]: Training Loss: 0.0013198, Valid MRR: 0.28979, + + + +2023-06-20 07:22:04,871 - yago11k_both_0.001 - [INFO] - [E:26| 0]: Train Loss:0.0012548, Val MRR:0.28979, yago11k_both_0.001 +2023-06-20 07:23:07,610 - yago11k_both_0.001 - [INFO] - [E:26| 100]: Train Loss:0.0013119, Val MRR:0.28979, yago11k_both_0.001 +2023-06-20 07:24:10,337 - yago11k_both_0.001 - [INFO] - [E:26| 200]: Train Loss:0.0013111, Val MRR:0.28979, yago11k_both_0.001 +2023-06-20 07:25:13,067 - yago11k_both_0.001 - [INFO] - [E:26| 300]: Train Loss:0.0013117, Val MRR:0.28979, yago11k_both_0.001 +2023-06-20 07:26:15,817 - yago11k_both_0.001 - [INFO] - [E:26| 400]: Train Loss:0.0013113, Val MRR:0.28979, yago11k_both_0.001 +2023-06-20 07:27:18,547 - yago11k_both_0.001 - [INFO] - [E:26| 500]: Train Loss:0.0013105, Val MRR:0.28979, yago11k_both_0.001 +2023-06-20 07:28:20,892 - yago11k_both_0.001 - [INFO] - [E:26| 600]: Train Loss:0.0013109, Val MRR:0.28979, yago11k_both_0.001 +2023-06-20 07:28:20,892 - yago11k_both_0.001 - [INFO] - [Epoch:26]: Training Loss:0.001311 + +2023-06-20 07:28:21,107 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:28:33,080 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:28:44,892 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.37322, Head : 0.209, Avg : 0.29111 + +2023-06-20 07:28:45,833 - yago11k_both_0.001 - [INFO] - [Epoch 26]: Training Loss: 0.0013109, Valid MRR: 0.29111, + + + +2023-06-20 07:28:46,477 - yago11k_both_0.001 - [INFO] - [E:27| 0]: Train Loss:0.0013092, Val MRR:0.29111, yago11k_both_0.001 +2023-06-20 07:29:49,294 - yago11k_both_0.001 - [INFO] - [E:27| 100]: Train Loss:0.0012976, Val MRR:0.29111, yago11k_both_0.001 +2023-06-20 07:30:52,055 - yago11k_both_0.001 - [INFO] - [E:27| 200]: Train Loss:0.001297, Val MRR:0.29111, yago11k_both_0.001 +2023-06-20 07:31:54,793 - yago11k_both_0.001 - [INFO] - [E:27| 300]: Train Loss:0.0013005, Val MRR:0.29111, yago11k_both_0.001 +2023-06-20 07:32:57,524 - yago11k_both_0.001 - [INFO] - [E:27| 400]: Train Loss:0.0012995, Val MRR:0.29111, yago11k_both_0.001 +2023-06-20 07:34:00,242 - yago11k_both_0.001 - [INFO] - [E:27| 500]: Train Loss:0.0012997, Val MRR:0.29111, yago11k_both_0.001 +2023-06-20 07:35:02,552 - yago11k_both_0.001 - [INFO] - [E:27| 600]: Train Loss:0.001301, Val MRR:0.29111, yago11k_both_0.001 +2023-06-20 07:35:02,552 - yago11k_both_0.001 - [INFO] - [Epoch:27]: Training Loss:0.001301 + +2023-06-20 07:35:02,767 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:35:14,731 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:35:26,535 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.37842, Head : 0.21384, Avg : 0.29613 + +2023-06-20 07:35:27,464 - yago11k_both_0.001 - [INFO] - [Epoch 27]: Training Loss: 0.001301, Valid MRR: 0.29613, + + + +2023-06-20 07:35:28,103 - yago11k_both_0.001 - [INFO] - [E:28| 0]: Train Loss:0.0012717, Val MRR:0.29613, yago11k_both_0.001 +2023-06-20 07:36:30,854 - yago11k_both_0.001 - [INFO] - [E:28| 100]: Train Loss:0.001287, Val MRR:0.29613, yago11k_both_0.001 +2023-06-20 07:37:33,567 - yago11k_both_0.001 - [INFO] - [E:28| 200]: Train Loss:0.0012886, Val MRR:0.29613, yago11k_both_0.001 +2023-06-20 07:38:36,308 - yago11k_both_0.001 - [INFO] - [E:28| 300]: Train Loss:0.0012899, Val MRR:0.29613, yago11k_both_0.001 +2023-06-20 07:39:39,022 - yago11k_both_0.001 - [INFO] - [E:28| 400]: Train Loss:0.001293, Val MRR:0.29613, yago11k_both_0.001 +2023-06-20 07:40:41,762 - yago11k_both_0.001 - [INFO] - [E:28| 500]: Train Loss:0.0012938, Val MRR:0.29613, yago11k_both_0.001 +2023-06-20 07:41:44,134 - yago11k_both_0.001 - [INFO] - [E:28| 600]: Train Loss:0.0012939, Val MRR:0.29613, yago11k_both_0.001 +2023-06-20 07:41:44,135 - yago11k_both_0.001 - [INFO] - [Epoch:28]: Training Loss:0.001294 + +2023-06-20 07:41:44,349 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:41:56,321 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:42:08,128 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.38237, Head : 0.2137, Avg : 0.29803 + +2023-06-20 07:42:09,059 - yago11k_both_0.001 - [INFO] - [Epoch 28]: Training Loss: 0.0012939, Valid MRR: 0.29803, + + + +2023-06-20 07:42:09,695 - yago11k_both_0.001 - [INFO] - [E:29| 0]: Train Loss:0.0012531, Val MRR:0.29803, yago11k_both_0.001 +2023-06-20 07:43:12,473 - yago11k_both_0.001 - [INFO] - [E:29| 100]: Train Loss:0.0012854, Val MRR:0.29803, yago11k_both_0.001 +2023-06-20 07:44:15,275 - yago11k_both_0.001 - [INFO] - [E:29| 200]: Train Loss:0.0012847, Val MRR:0.29803, yago11k_both_0.001 +2023-06-20 07:45:18,052 - yago11k_both_0.001 - [INFO] - [E:29| 300]: Train Loss:0.0012835, Val MRR:0.29803, yago11k_both_0.001 +2023-06-20 07:46:20,855 - yago11k_both_0.001 - [INFO] - [E:29| 400]: Train Loss:0.0012846, Val MRR:0.29803, yago11k_both_0.001 +2023-06-20 07:47:23,661 - yago11k_both_0.001 - [INFO] - [E:29| 500]: Train Loss:0.0012857, Val MRR:0.29803, yago11k_both_0.001 +2023-06-20 07:48:26,028 - yago11k_both_0.001 - [INFO] - [E:29| 600]: Train Loss:0.0012864, Val MRR:0.29803, yago11k_both_0.001 +2023-06-20 07:48:26,029 - yago11k_both_0.001 - [INFO] - [Epoch:29]: Training Loss:0.001286 + +2023-06-20 07:48:26,243 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:48:38,217 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:48:50,024 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.38048, Head : 0.21923, Avg : 0.29985 + MR: Tail : 596.33, Head : 1018.5, Avg : 807.43 + Hit-1: Tail : 0.29216, Head : 0.18033, Avg : 0.23625 + Hit-3: Tail : 0.41303, Head : 0.21145, Avg : 0.31224 + Hit-10: Tail : 0.56321, Head : 0.29494, Avg : 0.42908 +2023-06-20 07:48:50,962 - yago11k_both_0.001 - [INFO] - [Epoch 29]: Training Loss: 0.0012864, Valid MRR: 0.29985, + + + +2023-06-20 07:48:51,597 - yago11k_both_0.001 - [INFO] - [E:30| 0]: Train Loss:0.0012535, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:49:54,391 - yago11k_both_0.001 - [INFO] - [E:30| 100]: Train Loss:0.0012745, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:50:57,180 - yago11k_both_0.001 - [INFO] - [E:30| 200]: Train Loss:0.0012778, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:51:59,979 - yago11k_both_0.001 - [INFO] - [E:30| 300]: Train Loss:0.0012785, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:53:02,758 - yago11k_both_0.001 - [INFO] - [E:30| 400]: Train Loss:0.0012784, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:54:05,575 - yago11k_both_0.001 - [INFO] - [E:30| 500]: Train Loss:0.0012781, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:55:07,948 - yago11k_both_0.001 - [INFO] - [E:30| 600]: Train Loss:0.0012784, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:55:07,948 - yago11k_both_0.001 - [INFO] - [Epoch:30]: Training Loss:0.001278 + +2023-06-20 07:55:08,161 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:55:20,135 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 07:55:31,941 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.38362, Head : 0.2148, Avg : 0.29921 + +2023-06-20 07:55:31,941 - yago11k_both_0.001 - [INFO] - [Epoch 30]: Training Loss: 0.0012784, Valid MRR: 0.29985, + + + +2023-06-20 07:55:32,573 - yago11k_both_0.001 - [INFO] - [E:31| 0]: Train Loss:0.0013399, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:56:35,373 - yago11k_both_0.001 - [INFO] - [E:31| 100]: Train Loss:0.0012722, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:57:38,182 - yago11k_both_0.001 - [INFO] - [E:31| 200]: Train Loss:0.0012704, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:58:40,959 - yago11k_both_0.001 - [INFO] - [E:31| 300]: Train Loss:0.0012706, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 07:59:43,762 - yago11k_both_0.001 - [INFO] - [E:31| 400]: Train Loss:0.0012712, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 08:00:46,539 - yago11k_both_0.001 - [INFO] - [E:31| 500]: Train Loss:0.0012714, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 08:01:48,915 - yago11k_both_0.001 - [INFO] - [E:31| 600]: Train Loss:0.0012721, Val MRR:0.29985, yago11k_both_0.001 +2023-06-20 08:01:48,916 - yago11k_both_0.001 - [INFO] - [Epoch:31]: Training Loss:0.001272 + +2023-06-20 08:01:49,130 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:02:01,099 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:02:12,906 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.38349, Head : 0.22383, Avg : 0.30366 + +2023-06-20 08:02:13,839 - yago11k_both_0.001 - [INFO] - [Epoch 31]: Training Loss: 0.0012721, Valid MRR: 0.30366, + + + +2023-06-20 08:02:14,480 - yago11k_both_0.001 - [INFO] - [E:32| 0]: Train Loss:0.0012397, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:03:17,262 - yago11k_both_0.001 - [INFO] - [E:32| 100]: Train Loss:0.0012615, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:04:20,034 - yago11k_both_0.001 - [INFO] - [E:32| 200]: Train Loss:0.0012656, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:05:22,790 - yago11k_both_0.001 - [INFO] - [E:32| 300]: Train Loss:0.0012651, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:06:25,503 - yago11k_both_0.001 - [INFO] - [E:32| 400]: Train Loss:0.0012646, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:07:28,233 - yago11k_both_0.001 - [INFO] - [E:32| 500]: Train Loss:0.0012666, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:08:30,541 - yago11k_both_0.001 - [INFO] - [E:32| 600]: Train Loss:0.0012662, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:08:30,541 - yago11k_both_0.001 - [INFO] - [Epoch:32]: Training Loss:0.001266 + +2023-06-20 08:08:30,754 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:08:42,732 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:08:54,539 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.38639, Head : 0.22088, Avg : 0.30363 + +2023-06-20 08:08:54,539 - yago11k_both_0.001 - [INFO] - [Epoch 32]: Training Loss: 0.0012662, Valid MRR: 0.30366, + + + +2023-06-20 08:08:55,172 - yago11k_both_0.001 - [INFO] - [E:33| 0]: Train Loss:0.0013005, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:09:57,937 - yago11k_both_0.001 - [INFO] - [E:33| 100]: Train Loss:0.0012543, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:11:00,697 - yago11k_both_0.001 - [INFO] - [E:33| 200]: Train Loss:0.0012556, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:12:03,462 - yago11k_both_0.001 - [INFO] - [E:33| 300]: Train Loss:0.0012568, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:13:06,177 - yago11k_both_0.001 - [INFO] - [E:33| 400]: Train Loss:0.0012584, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:14:08,912 - yago11k_both_0.001 - [INFO] - [E:33| 500]: Train Loss:0.0012594, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:15:11,280 - yago11k_both_0.001 - [INFO] - [E:33| 600]: Train Loss:0.0012612, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:15:11,281 - yago11k_both_0.001 - [INFO] - [Epoch:33]: Training Loss:0.001261 + +2023-06-20 08:15:11,495 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:15:23,480 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:15:35,292 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.38919, Head : 0.21814, Avg : 0.30366 + +2023-06-20 08:15:35,293 - yago11k_both_0.001 - [INFO] - [Epoch 33]: Training Loss: 0.0012612, Valid MRR: 0.30366, + + + +2023-06-20 08:15:35,927 - yago11k_both_0.001 - [INFO] - [E:34| 0]: Train Loss:0.0012553, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:16:38,728 - yago11k_both_0.001 - [INFO] - [E:34| 100]: Train Loss:0.0012553, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:17:41,532 - yago11k_both_0.001 - [INFO] - [E:34| 200]: Train Loss:0.0012536, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:18:44,341 - yago11k_both_0.001 - [INFO] - [E:34| 300]: Train Loss:0.001253, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:19:47,160 - yago11k_both_0.001 - [INFO] - [E:34| 400]: Train Loss:0.0012543, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:20:49,995 - yago11k_both_0.001 - [INFO] - [E:34| 500]: Train Loss:0.0012539, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:21:52,408 - yago11k_both_0.001 - [INFO] - [E:34| 600]: Train Loss:0.0012545, Val MRR:0.30366, yago11k_both_0.001 +2023-06-20 08:21:52,408 - yago11k_both_0.001 - [INFO] - [Epoch:34]: Training Loss:0.001254 + +2023-06-20 08:21:52,621 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:22:04,605 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:22:16,422 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.38725, Head : 0.22429, Avg : 0.30577 + +2023-06-20 08:22:17,364 - yago11k_both_0.001 - [INFO] - [Epoch 34]: Training Loss: 0.0012545, Valid MRR: 0.30577, + + + +2023-06-20 08:22:18,004 - yago11k_both_0.001 - [INFO] - [E:35| 0]: Train Loss:0.0012964, Val MRR:0.30577, yago11k_both_0.001 +2023-06-20 08:23:20,860 - yago11k_both_0.001 - [INFO] - [E:35| 100]: Train Loss:0.001252, Val MRR:0.30577, yago11k_both_0.001 +2023-06-20 08:24:23,690 - yago11k_both_0.001 - [INFO] - [E:35| 200]: Train Loss:0.0012503, Val MRR:0.30577, yago11k_both_0.001 +2023-06-20 08:25:26,523 - yago11k_both_0.001 - [INFO] - [E:35| 300]: Train Loss:0.0012491, Val MRR:0.30577, yago11k_both_0.001 +2023-06-20 08:26:29,382 - yago11k_both_0.001 - [INFO] - [E:35| 400]: Train Loss:0.0012499, Val MRR:0.30577, yago11k_both_0.001 +2023-06-20 08:27:32,232 - yago11k_both_0.001 - [INFO] - [E:35| 500]: Train Loss:0.0012497, Val MRR:0.30577, yago11k_both_0.001 +2023-06-20 08:28:34,634 - yago11k_both_0.001 - [INFO] - [E:35| 600]: Train Loss:0.0012501, Val MRR:0.30577, yago11k_both_0.001 +2023-06-20 08:28:34,634 - yago11k_both_0.001 - [INFO] - [Epoch:35]: Training Loss:0.00125 + +2023-06-20 08:28:34,848 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:28:46,837 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:28:58,654 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.38855, Head : 0.22377, Avg : 0.30616 + +2023-06-20 08:28:59,590 - yago11k_both_0.001 - [INFO] - [Epoch 35]: Training Loss: 0.0012501, Valid MRR: 0.30616, + + + +2023-06-20 08:29:00,232 - yago11k_both_0.001 - [INFO] - [E:36| 0]: Train Loss:0.0012355, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:30:03,098 - yago11k_both_0.001 - [INFO] - [E:36| 100]: Train Loss:0.0012404, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:31:05,971 - yago11k_both_0.001 - [INFO] - [E:36| 200]: Train Loss:0.0012428, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:32:08,823 - yago11k_both_0.001 - [INFO] - [E:36| 300]: Train Loss:0.0012441, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:33:11,684 - yago11k_both_0.001 - [INFO] - [E:36| 400]: Train Loss:0.0012443, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:34:14,536 - yago11k_both_0.001 - [INFO] - [E:36| 500]: Train Loss:0.0012466, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:35:16,959 - yago11k_both_0.001 - [INFO] - [E:36| 600]: Train Loss:0.0012469, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:35:16,959 - yago11k_both_0.001 - [INFO] - [Epoch:36]: Training Loss:0.001247 + +2023-06-20 08:35:17,173 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:35:29,165 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:35:40,981 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.38608, Head : 0.22496, Avg : 0.30552 + +2023-06-20 08:35:40,981 - yago11k_both_0.001 - [INFO] - [Epoch 36]: Training Loss: 0.0012469, Valid MRR: 0.30616, + + + +2023-06-20 08:35:41,614 - yago11k_both_0.001 - [INFO] - [E:37| 0]: Train Loss:0.0012209, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:36:44,471 - yago11k_both_0.001 - [INFO] - [E:37| 100]: Train Loss:0.0012374, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:37:47,324 - yago11k_both_0.001 - [INFO] - [E:37| 200]: Train Loss:0.0012402, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:38:50,209 - yago11k_both_0.001 - [INFO] - [E:37| 300]: Train Loss:0.0012404, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:39:53,101 - yago11k_both_0.001 - [INFO] - [E:37| 400]: Train Loss:0.0012409, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:40:55,962 - yago11k_both_0.001 - [INFO] - [E:37| 500]: Train Loss:0.0012423, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:41:58,413 - yago11k_both_0.001 - [INFO] - [E:37| 600]: Train Loss:0.001242, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:41:58,414 - yago11k_both_0.001 - [INFO] - [Epoch:37]: Training Loss:0.001242 + +2023-06-20 08:41:58,627 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:42:10,616 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:42:22,451 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.38168, Head : 0.21973, Avg : 0.30071 + +2023-06-20 08:42:22,451 - yago11k_both_0.001 - [INFO] - [Epoch 37]: Training Loss: 0.001242, Valid MRR: 0.30616, + + + +2023-06-20 08:42:23,083 - yago11k_both_0.001 - [INFO] - [E:38| 0]: Train Loss:0.0012103, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:43:25,835 - yago11k_both_0.001 - [INFO] - [E:38| 100]: Train Loss:0.0012376, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:44:28,601 - yago11k_both_0.001 - [INFO] - [E:38| 200]: Train Loss:0.0012372, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:45:31,480 - yago11k_both_0.001 - [INFO] - [E:38| 300]: Train Loss:0.0012372, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:46:34,343 - yago11k_both_0.001 - [INFO] - [E:38| 400]: Train Loss:0.0012369, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:47:37,274 - yago11k_both_0.001 - [INFO] - [E:38| 500]: Train Loss:0.0012377, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:48:39,762 - yago11k_both_0.001 - [INFO] - [E:38| 600]: Train Loss:0.001238, Val MRR:0.30616, yago11k_both_0.001 +2023-06-20 08:48:39,762 - yago11k_both_0.001 - [INFO] - [Epoch:38]: Training Loss:0.001238 + +2023-06-20 08:48:39,975 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:48:51,984 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:49:03,818 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.39128, Head : 0.22331, Avg : 0.3073 + +2023-06-20 08:49:04,748 - yago11k_both_0.001 - [INFO] - [Epoch 38]: Training Loss: 0.001238, Valid MRR: 0.3073, + + + +2023-06-20 08:49:05,386 - yago11k_both_0.001 - [INFO] - [E:39| 0]: Train Loss:0.0012153, Val MRR:0.3073, yago11k_both_0.001 +2023-06-20 08:50:08,275 - yago11k_both_0.001 - [INFO] - [E:39| 100]: Train Loss:0.0012302, Val MRR:0.3073, yago11k_both_0.001 +2023-06-20 08:51:11,152 - yago11k_both_0.001 - [INFO] - [E:39| 200]: Train Loss:0.0012314, Val MRR:0.3073, yago11k_both_0.001 +2023-06-20 08:52:14,097 - yago11k_both_0.001 - [INFO] - [E:39| 300]: Train Loss:0.0012316, Val MRR:0.3073, yago11k_both_0.001 +2023-06-20 08:53:17,027 - yago11k_both_0.001 - [INFO] - [E:39| 400]: Train Loss:0.0012326, Val MRR:0.3073, yago11k_both_0.001 +2023-06-20 08:54:19,914 - yago11k_both_0.001 - [INFO] - [E:39| 500]: Train Loss:0.0012325, Val MRR:0.3073, yago11k_both_0.001 +2023-06-20 08:55:22,430 - yago11k_both_0.001 - [INFO] - [E:39| 600]: Train Loss:0.0012336, Val MRR:0.3073, yago11k_both_0.001 +2023-06-20 08:55:22,430 - yago11k_both_0.001 - [INFO] - [Epoch:39]: Training Loss:0.001234 + +2023-06-20 08:55:22,645 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:55:34,681 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 08:55:46,533 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.39199, Head : 0.22389, Avg : 0.30794 + MR: Tail : 766.41, Head : 1056.9, Avg : 911.68 + Hit-1: Tail : 0.30759, Head : 0.18338, Avg : 0.24548 + Hit-3: Tail : 0.42651, Head : 0.22173, Avg : 0.32412 + Hit-10: Tail : 0.56821, Head : 0.30245, Avg : 0.43533 +2023-06-20 08:55:47,474 - yago11k_both_0.001 - [INFO] - [Epoch 39]: Training Loss: 0.0012336, Valid MRR: 0.30794, + + + +2023-06-20 08:55:48,117 - yago11k_both_0.001 - [INFO] - [E:40| 0]: Train Loss:0.00122, Val MRR:0.30794, yago11k_both_0.001 +2023-06-20 08:56:51,022 - yago11k_both_0.001 - [INFO] - [E:40| 100]: Train Loss:0.0012213, Val MRR:0.30794, yago11k_both_0.001 +2023-06-20 08:57:53,941 - yago11k_both_0.001 - [INFO] - [E:40| 200]: Train Loss:0.001225, Val MRR:0.30794, yago11k_both_0.001 +2023-06-20 08:58:56,863 - yago11k_both_0.001 - [INFO] - [E:40| 300]: Train Loss:0.0012283, Val MRR:0.30794, yago11k_both_0.001 +2023-06-20 08:59:59,738 - yago11k_both_0.001 - [INFO] - [E:40| 400]: Train Loss:0.0012285, Val MRR:0.30794, yago11k_both_0.001 +2023-06-20 09:01:02,540 - yago11k_both_0.001 - [INFO] - [E:40| 500]: Train Loss:0.0012297, Val MRR:0.30794, yago11k_both_0.001 +2023-06-20 09:02:04,990 - yago11k_both_0.001 - [INFO] - [E:40| 600]: Train Loss:0.0012304, Val MRR:0.30794, yago11k_both_0.001 +2023-06-20 09:02:04,990 - yago11k_both_0.001 - [INFO] - [Epoch:40]: Training Loss:0.00123 + +2023-06-20 09:02:05,204 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:02:17,204 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:02:29,027 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.39201, Head : 0.2243, Avg : 0.30816 + +2023-06-20 09:02:29,947 - yago11k_both_0.001 - [INFO] - [Epoch 40]: Training Loss: 0.0012304, Valid MRR: 0.30816, + + + +2023-06-20 09:02:30,591 - yago11k_both_0.001 - [INFO] - [E:41| 0]: Train Loss:0.0011845, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:03:33,341 - yago11k_both_0.001 - [INFO] - [E:41| 100]: Train Loss:0.0012274, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:04:36,118 - yago11k_both_0.001 - [INFO] - [E:41| 200]: Train Loss:0.0012278, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:05:38,870 - yago11k_both_0.001 - [INFO] - [E:41| 300]: Train Loss:0.0012275, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:06:41,656 - yago11k_both_0.001 - [INFO] - [E:41| 400]: Train Loss:0.0012277, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:07:44,403 - yago11k_both_0.001 - [INFO] - [E:41| 500]: Train Loss:0.0012283, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:08:46,748 - yago11k_both_0.001 - [INFO] - [E:41| 600]: Train Loss:0.0012277, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:08:46,748 - yago11k_both_0.001 - [INFO] - [Epoch:41]: Training Loss:0.001228 + +2023-06-20 09:08:46,962 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:08:58,974 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:09:10,812 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.38518, Head : 0.23025, Avg : 0.30771 + +2023-06-20 09:09:10,813 - yago11k_both_0.001 - [INFO] - [Epoch 41]: Training Loss: 0.0012277, Valid MRR: 0.30816, + + + +2023-06-20 09:09:11,451 - yago11k_both_0.001 - [INFO] - [E:42| 0]: Train Loss:0.0012292, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:10:14,305 - yago11k_both_0.001 - [INFO] - [E:42| 100]: Train Loss:0.0012275, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:11:17,197 - yago11k_both_0.001 - [INFO] - [E:42| 200]: Train Loss:0.0012257, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:12:20,153 - yago11k_both_0.001 - [INFO] - [E:42| 300]: Train Loss:0.0012261, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:13:23,027 - yago11k_both_0.001 - [INFO] - [E:42| 400]: Train Loss:0.0012249, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:14:25,854 - yago11k_both_0.001 - [INFO] - [E:42| 500]: Train Loss:0.0012251, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:15:28,245 - yago11k_both_0.001 - [INFO] - [E:42| 600]: Train Loss:0.0012249, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:15:28,245 - yago11k_both_0.001 - [INFO] - [Epoch:42]: Training Loss:0.001225 + +2023-06-20 09:15:28,459 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:15:40,462 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:15:52,298 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.38215, Head : 0.22408, Avg : 0.30312 + +2023-06-20 09:15:52,298 - yago11k_both_0.001 - [INFO] - [Epoch 42]: Training Loss: 0.0012249, Valid MRR: 0.30816, + + + +2023-06-20 09:15:52,931 - yago11k_both_0.001 - [INFO] - [E:43| 0]: Train Loss:0.0011944, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:16:55,811 - yago11k_both_0.001 - [INFO] - [E:43| 100]: Train Loss:0.0012183, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:17:58,745 - yago11k_both_0.001 - [INFO] - [E:43| 200]: Train Loss:0.0012217, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:19:01,699 - yago11k_both_0.001 - [INFO] - [E:43| 300]: Train Loss:0.0012206, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:20:04,640 - yago11k_both_0.001 - [INFO] - [E:43| 400]: Train Loss:0.001221, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:21:07,559 - yago11k_both_0.001 - [INFO] - [E:43| 500]: Train Loss:0.0012212, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:22:10,097 - yago11k_both_0.001 - [INFO] - [E:43| 600]: Train Loss:0.0012215, Val MRR:0.30816, yago11k_both_0.001 +2023-06-20 09:22:10,097 - yago11k_both_0.001 - [INFO] - [Epoch:43]: Training Loss:0.001221 + +2023-06-20 09:22:10,311 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:22:22,323 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:22:34,164 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.39031, Head : 0.22647, Avg : 0.30839 + +2023-06-20 09:22:35,109 - yago11k_both_0.001 - [INFO] - [Epoch 43]: Training Loss: 0.0012215, Valid MRR: 0.30839, + + + +2023-06-20 09:22:35,744 - yago11k_both_0.001 - [INFO] - [E:44| 0]: Train Loss:0.0011936, Val MRR:0.30839, yago11k_both_0.001 +2023-06-20 09:23:38,704 - yago11k_both_0.001 - [INFO] - [E:44| 100]: Train Loss:0.0012158, Val MRR:0.30839, yago11k_both_0.001 +2023-06-20 09:24:41,680 - yago11k_both_0.001 - [INFO] - [E:44| 200]: Train Loss:0.001217, Val MRR:0.30839, yago11k_both_0.001 +2023-06-20 09:25:44,718 - yago11k_both_0.001 - [INFO] - [E:44| 300]: Train Loss:0.0012166, Val MRR:0.30839, yago11k_both_0.001 +2023-06-20 09:26:47,715 - yago11k_both_0.001 - [INFO] - [E:44| 400]: Train Loss:0.0012184, Val MRR:0.30839, yago11k_both_0.001 +2023-06-20 09:27:50,684 - yago11k_both_0.001 - [INFO] - [E:44| 500]: Train Loss:0.0012192, Val MRR:0.30839, yago11k_both_0.001 +2023-06-20 09:28:53,235 - yago11k_both_0.001 - [INFO] - [E:44| 600]: Train Loss:0.0012198, Val MRR:0.30839, yago11k_both_0.001 +2023-06-20 09:28:53,236 - yago11k_both_0.001 - [INFO] - [Epoch:44]: Training Loss:0.00122 + +2023-06-20 09:28:53,450 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:29:05,486 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:29:17,349 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.39429, Head : 0.22301, Avg : 0.30865 + +2023-06-20 09:29:18,308 - yago11k_both_0.001 - [INFO] - [Epoch 44]: Training Loss: 0.0012198, Valid MRR: 0.30865, + + + +2023-06-20 09:29:18,947 - yago11k_both_0.001 - [INFO] - [E:45| 0]: Train Loss:0.0012085, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:30:21,990 - yago11k_both_0.001 - [INFO] - [E:45| 100]: Train Loss:0.0012156, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:31:24,997 - yago11k_both_0.001 - [INFO] - [E:45| 200]: Train Loss:0.0012139, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:32:28,003 - yago11k_both_0.001 - [INFO] - [E:45| 300]: Train Loss:0.0012146, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:33:31,060 - yago11k_both_0.001 - [INFO] - [E:45| 400]: Train Loss:0.0012153, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:34:34,101 - yago11k_both_0.001 - [INFO] - [E:45| 500]: Train Loss:0.0012157, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:35:36,772 - yago11k_both_0.001 - [INFO] - [E:45| 600]: Train Loss:0.001216, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:35:36,772 - yago11k_both_0.001 - [INFO] - [Epoch:45]: Training Loss:0.001216 + +2023-06-20 09:35:36,986 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:35:49,039 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:36:00,929 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.38768, Head : 0.22776, Avg : 0.30772 + +2023-06-20 09:36:00,929 - yago11k_both_0.001 - [INFO] - [Epoch 45]: Training Loss: 0.001216, Valid MRR: 0.30865, + + + +2023-06-20 09:36:01,569 - yago11k_both_0.001 - [INFO] - [E:46| 0]: Train Loss:0.0012007, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:37:04,714 - yago11k_both_0.001 - [INFO] - [E:46| 100]: Train Loss:0.0012071, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:38:07,815 - yago11k_both_0.001 - [INFO] - [E:46| 200]: Train Loss:0.0012102, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:39:10,907 - yago11k_both_0.001 - [INFO] - [E:46| 300]: Train Loss:0.0012127, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:40:13,942 - yago11k_both_0.001 - [INFO] - [E:46| 400]: Train Loss:0.0012125, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:41:16,927 - yago11k_both_0.001 - [INFO] - [E:46| 500]: Train Loss:0.0012133, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:42:19,495 - yago11k_both_0.001 - [INFO] - [E:46| 600]: Train Loss:0.0012131, Val MRR:0.30865, yago11k_both_0.001 +2023-06-20 09:42:19,495 - yago11k_both_0.001 - [INFO] - [Epoch:46]: Training Loss:0.001213 + +2023-06-20 09:42:19,710 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:42:31,752 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:42:43,629 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.39713, Head : 0.22528, Avg : 0.31121 + +2023-06-20 09:42:45,637 - yago11k_both_0.001 - [INFO] - [Epoch 46]: Training Loss: 0.0012131, Valid MRR: 0.31121, + + + +2023-06-20 09:42:46,274 - yago11k_both_0.001 - [INFO] - [E:47| 0]: Train Loss:0.0011763, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:43:49,354 - yago11k_both_0.001 - [INFO] - [E:47| 100]: Train Loss:0.0012089, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:44:52,416 - yago11k_both_0.001 - [INFO] - [E:47| 200]: Train Loss:0.0012073, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:45:55,450 - yago11k_both_0.001 - [INFO] - [E:47| 300]: Train Loss:0.0012082, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:46:58,501 - yago11k_both_0.001 - [INFO] - [E:47| 400]: Train Loss:0.0012093, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:48:01,530 - yago11k_both_0.001 - [INFO] - [E:47| 500]: Train Loss:0.0012102, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:49:04,175 - yago11k_both_0.001 - [INFO] - [E:47| 600]: Train Loss:0.0012108, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:49:04,175 - yago11k_both_0.001 - [INFO] - [Epoch:47]: Training Loss:0.001211 + +2023-06-20 09:49:04,389 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:49:16,456 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:49:28,342 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.3919, Head : 0.2272, Avg : 0.30955 + +2023-06-20 09:49:28,342 - yago11k_both_0.001 - [INFO] - [Epoch 47]: Training Loss: 0.0012108, Valid MRR: 0.31121, + + + +2023-06-20 09:49:28,979 - yago11k_both_0.001 - [INFO] - [E:48| 0]: Train Loss:0.0012158, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:50:32,094 - yago11k_both_0.001 - [INFO] - [E:48| 100]: Train Loss:0.0012062, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:51:35,229 - yago11k_both_0.001 - [INFO] - [E:48| 200]: Train Loss:0.0012051, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:52:38,351 - yago11k_both_0.001 - [INFO] - [E:48| 300]: Train Loss:0.0012061, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:53:41,471 - yago11k_both_0.001 - [INFO] - [E:48| 400]: Train Loss:0.0012068, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:54:44,551 - yago11k_both_0.001 - [INFO] - [E:48| 500]: Train Loss:0.0012071, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:55:47,203 - yago11k_both_0.001 - [INFO] - [E:48| 600]: Train Loss:0.0012083, Val MRR:0.31121, yago11k_both_0.001 +2023-06-20 09:55:47,203 - yago11k_both_0.001 - [INFO] - [Epoch:48]: Training Loss:0.001208 + +2023-06-20 09:55:47,417 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:55:59,470 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 09:56:11,969 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.39424, Head : 0.22894, Avg : 0.31159 + +2023-06-20 09:56:14,020 - yago11k_both_0.001 - [INFO] - [Epoch 48]: Training Loss: 0.0012083, Valid MRR: 0.31159, + + + +2023-06-20 09:56:14,669 - yago11k_both_0.001 - [INFO] - [E:49| 0]: Train Loss:0.001181, Val MRR:0.31159, yago11k_both_0.001 +2023-06-20 09:57:17,694 - yago11k_both_0.001 - [INFO] - [E:49| 100]: Train Loss:0.0012059, Val MRR:0.31159, yago11k_both_0.001 +2023-06-20 09:58:20,700 - yago11k_both_0.001 - [INFO] - [E:49| 200]: Train Loss:0.0012033, Val MRR:0.31159, yago11k_both_0.001 +2023-06-20 09:59:23,713 - yago11k_both_0.001 - [INFO] - [E:49| 300]: Train Loss:0.0012058, Val MRR:0.31159, yago11k_both_0.001 +2023-06-20 10:00:26,792 - yago11k_both_0.001 - [INFO] - [E:49| 400]: Train Loss:0.0012067, Val MRR:0.31159, yago11k_both_0.001 +2023-06-20 10:01:29,952 - yago11k_both_0.001 - [INFO] - [E:49| 500]: Train Loss:0.0012064, Val MRR:0.31159, yago11k_both_0.001 +2023-06-20 10:02:32,667 - yago11k_both_0.001 - [INFO] - [E:49| 600]: Train Loss:0.0012061, Val MRR:0.31159, yago11k_both_0.001 +2023-06-20 10:02:32,668 - yago11k_both_0.001 - [INFO] - [Epoch:49]: Training Loss:0.001206 + +2023-06-20 10:02:32,884 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:02:44,958 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:02:56,858 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.39681, Head : 0.22797, Avg : 0.31239 + MR: Tail : 851.11, Head : 1155.5, Avg : 1003.3 + Hit-1: Tail : 0.3105, Head : 0.18825, Avg : 0.24937 + Hit-3: Tail : 0.43373, Head : 0.22673, Avg : 0.33023 + Hit-10: Tail : 0.56877, Head : 0.29703, Avg : 0.4329 +2023-06-20 10:02:59,290 - yago11k_both_0.001 - [INFO] - [Epoch 49]: Training Loss: 0.0012061, Valid MRR: 0.31239, + + + +2023-06-20 10:02:59,931 - yago11k_both_0.001 - [INFO] - [E:50| 0]: Train Loss:0.001176, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:04:02,948 - yago11k_both_0.001 - [INFO] - [E:50| 100]: Train Loss:0.0011977, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:05:06,074 - yago11k_both_0.001 - [INFO] - [E:50| 200]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:06:09,248 - yago11k_both_0.001 - [INFO] - [E:50| 300]: Train Loss:0.0012009, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:07:12,406 - yago11k_both_0.001 - [INFO] - [E:50| 400]: Train Loss:0.0012022, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:08:15,532 - yago11k_both_0.001 - [INFO] - [E:50| 500]: Train Loss:0.0012029, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:09:18,230 - yago11k_both_0.001 - [INFO] - [E:50| 600]: Train Loss:0.0012037, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:09:18,231 - yago11k_both_0.001 - [INFO] - [Epoch:50]: Training Loss:0.001204 + +2023-06-20 10:09:18,444 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:09:30,525 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:09:42,413 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.38869, Head : 0.22814, Avg : 0.30841 + +2023-06-20 10:09:42,413 - yago11k_both_0.001 - [INFO] - [Epoch 50]: Training Loss: 0.0012037, Valid MRR: 0.31239, + + + +2023-06-20 10:09:43,049 - yago11k_both_0.001 - [INFO] - [E:51| 0]: Train Loss:0.0011945, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:10:46,169 - yago11k_both_0.001 - [INFO] - [E:51| 100]: Train Loss:0.0011984, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:11:49,311 - yago11k_both_0.001 - [INFO] - [E:51| 200]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:12:52,414 - yago11k_both_0.001 - [INFO] - [E:51| 300]: Train Loss:0.0011996, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:13:55,452 - yago11k_both_0.001 - [INFO] - [E:51| 400]: Train Loss:0.0012009, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:14:58,443 - yago11k_both_0.001 - [INFO] - [E:51| 500]: Train Loss:0.0012011, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:16:01,034 - yago11k_both_0.001 - [INFO] - [E:51| 600]: Train Loss:0.0012022, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:16:01,034 - yago11k_both_0.001 - [INFO] - [Epoch:51]: Training Loss:0.001202 + +2023-06-20 10:16:01,249 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:16:13,295 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:16:25,168 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.39432, Head : 0.22563, Avg : 0.30997 + +2023-06-20 10:16:25,168 - yago11k_both_0.001 - [INFO] - [Epoch 51]: Training Loss: 0.0012022, Valid MRR: 0.31239, + + + +2023-06-20 10:16:25,802 - yago11k_both_0.001 - [INFO] - [E:52| 0]: Train Loss:0.0011948, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:17:28,824 - yago11k_both_0.001 - [INFO] - [E:52| 100]: Train Loss:0.001197, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:18:31,832 - yago11k_both_0.001 - [INFO] - [E:52| 200]: Train Loss:0.0011967, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:19:34,857 - yago11k_both_0.001 - [INFO] - [E:52| 300]: Train Loss:0.0011987, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:20:37,899 - yago11k_both_0.001 - [INFO] - [E:52| 400]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:21:40,919 - yago11k_both_0.001 - [INFO] - [E:52| 500]: Train Loss:0.0011997, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:22:43,488 - yago11k_both_0.001 - [INFO] - [E:52| 600]: Train Loss:0.0012, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:22:43,489 - yago11k_both_0.001 - [INFO] - [Epoch:52]: Training Loss:0.0012 + +2023-06-20 10:22:43,702 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:22:55,747 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:23:07,622 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.39838, Head : 0.22543, Avg : 0.3119 + +2023-06-20 10:23:07,622 - yago11k_both_0.001 - [INFO] - [Epoch 52]: Training Loss: 0.0012, Valid MRR: 0.31239, + + + +2023-06-20 10:23:08,257 - yago11k_both_0.001 - [INFO] - [E:53| 0]: Train Loss:0.00119, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:24:11,317 - yago11k_both_0.001 - [INFO] - [E:53| 100]: Train Loss:0.0011928, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:25:14,446 - yago11k_both_0.001 - [INFO] - [E:53| 200]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:26:17,470 - yago11k_both_0.001 - [INFO] - [E:53| 300]: Train Loss:0.0011959, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:27:20,566 - yago11k_both_0.001 - [INFO] - [E:53| 400]: Train Loss:0.0011965, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:28:23,604 - yago11k_both_0.001 - [INFO] - [E:53| 500]: Train Loss:0.0011965, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:29:26,262 - yago11k_both_0.001 - [INFO] - [E:53| 600]: Train Loss:0.0011981, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:29:26,263 - yago11k_both_0.001 - [INFO] - [Epoch:53]: Training Loss:0.001198 + +2023-06-20 10:29:26,477 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:29:38,516 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:29:50,382 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.39223, Head : 0.22404, Avg : 0.30813 + +2023-06-20 10:29:50,382 - yago11k_both_0.001 - [INFO] - [Epoch 53]: Training Loss: 0.0011981, Valid MRR: 0.31239, + + + +2023-06-20 10:29:51,019 - yago11k_both_0.001 - [INFO] - [E:54| 0]: Train Loss:0.001165, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:30:54,083 - yago11k_both_0.001 - [INFO] - [E:54| 100]: Train Loss:0.001194, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:31:57,151 - yago11k_both_0.001 - [INFO] - [E:54| 200]: Train Loss:0.0011934, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:33:00,238 - yago11k_both_0.001 - [INFO] - [E:54| 300]: Train Loss:0.0011942, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:34:03,280 - yago11k_both_0.001 - [INFO] - [E:54| 400]: Train Loss:0.0011952, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:35:06,332 - yago11k_both_0.001 - [INFO] - [E:54| 500]: Train Loss:0.0011952, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:36:08,924 - yago11k_both_0.001 - [INFO] - [E:54| 600]: Train Loss:0.0011968, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:36:08,925 - yago11k_both_0.001 - [INFO] - [Epoch:54]: Training Loss:0.001197 + +2023-06-20 10:36:09,138 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:36:21,184 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:36:33,049 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.38774, Head : 0.22512, Avg : 0.30643 + +2023-06-20 10:36:33,049 - yago11k_both_0.001 - [INFO] - [Epoch 54]: Training Loss: 0.0011968, Valid MRR: 0.31239, + + + +2023-06-20 10:36:33,689 - yago11k_both_0.001 - [INFO] - [E:55| 0]: Train Loss:0.0012037, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:37:36,830 - yago11k_both_0.001 - [INFO] - [E:55| 100]: Train Loss:0.0011961, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:38:39,918 - yago11k_both_0.001 - [INFO] - [E:55| 200]: Train Loss:0.0011945, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:39:42,978 - yago11k_both_0.001 - [INFO] - [E:55| 300]: Train Loss:0.001195, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:40:46,042 - yago11k_both_0.001 - [INFO] - [E:55| 400]: Train Loss:0.0011951, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:41:49,126 - yago11k_both_0.001 - [INFO] - [E:55| 500]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:42:51,711 - yago11k_both_0.001 - [INFO] - [E:55| 600]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:42:51,711 - yago11k_both_0.001 - [INFO] - [Epoch:55]: Training Loss:0.001195 + +2023-06-20 10:42:51,925 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:43:03,986 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:43:15,874 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.387, Head : 0.2254, Avg : 0.3062 + +2023-06-20 10:43:15,874 - yago11k_both_0.001 - [INFO] - [Epoch 55]: Training Loss: 0.0011953, Valid MRR: 0.31239, + + + +2023-06-20 10:43:16,511 - yago11k_both_0.001 - [INFO] - [E:56| 0]: Train Loss:0.0011555, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:44:19,540 - yago11k_both_0.001 - [INFO] - [E:56| 100]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:45:22,558 - yago11k_both_0.001 - [INFO] - [E:56| 200]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:46:25,598 - yago11k_both_0.001 - [INFO] - [E:56| 300]: Train Loss:0.001192, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:47:28,607 - yago11k_both_0.001 - [INFO] - [E:56| 400]: Train Loss:0.0011925, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:48:31,734 - yago11k_both_0.001 - [INFO] - [E:56| 500]: Train Loss:0.0011928, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:49:34,460 - yago11k_both_0.001 - [INFO] - [E:56| 600]: Train Loss:0.0011934, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:49:34,461 - yago11k_both_0.001 - [INFO] - [Epoch:56]: Training Loss:0.001193 + +2023-06-20 10:49:34,675 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:49:46,726 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:49:58,620 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.39074, Head : 0.22904, Avg : 0.30989 + +2023-06-20 10:49:58,620 - yago11k_both_0.001 - [INFO] - [Epoch 56]: Training Loss: 0.0011934, Valid MRR: 0.31239, + + + +2023-06-20 10:49:59,258 - yago11k_both_0.001 - [INFO] - [E:57| 0]: Train Loss:0.00124, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:51:02,422 - yago11k_both_0.001 - [INFO] - [E:57| 100]: Train Loss:0.0011874, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:52:05,582 - yago11k_both_0.001 - [INFO] - [E:57| 200]: Train Loss:0.00119, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:53:08,660 - yago11k_both_0.001 - [INFO] - [E:57| 300]: Train Loss:0.0011914, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:54:11,676 - yago11k_both_0.001 - [INFO] - [E:57| 400]: Train Loss:0.0011912, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:55:14,826 - yago11k_both_0.001 - [INFO] - [E:57| 500]: Train Loss:0.001191, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:56:17,565 - yago11k_both_0.001 - [INFO] - [E:57| 600]: Train Loss:0.0011917, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:56:17,565 - yago11k_both_0.001 - [INFO] - [Epoch:57]: Training Loss:0.001192 + +2023-06-20 10:56:17,781 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:56:29,853 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 10:56:41,740 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.3867, Head : 0.22429, Avg : 0.30549 + +2023-06-20 10:56:41,740 - yago11k_both_0.001 - [INFO] - [Epoch 57]: Training Loss: 0.0011917, Valid MRR: 0.31239, + + + +2023-06-20 10:56:42,374 - yago11k_both_0.001 - [INFO] - [E:58| 0]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:57:45,523 - yago11k_both_0.001 - [INFO] - [E:58| 100]: Train Loss:0.001188, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:58:48,630 - yago11k_both_0.001 - [INFO] - [E:58| 200]: Train Loss:0.0011897, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 10:59:51,659 - yago11k_both_0.001 - [INFO] - [E:58| 300]: Train Loss:0.00119, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 11:00:54,689 - yago11k_both_0.001 - [INFO] - [E:58| 400]: Train Loss:0.0011892, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 11:01:57,716 - yago11k_both_0.001 - [INFO] - [E:58| 500]: Train Loss:0.0011895, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 11:03:00,322 - yago11k_both_0.001 - [INFO] - [E:58| 600]: Train Loss:0.00119, Val MRR:0.31239, yago11k_both_0.001 +2023-06-20 11:03:00,323 - yago11k_both_0.001 - [INFO] - [Epoch:58]: Training Loss:0.00119 + +2023-06-20 11:03:00,537 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:03:12,563 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:03:24,425 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.40025, Head : 0.22559, Avg : 0.31292 + +2023-06-20 11:03:25,366 - yago11k_both_0.001 - [INFO] - [Epoch 58]: Training Loss: 0.00119, Valid MRR: 0.31292, + + + +2023-06-20 11:03:26,004 - yago11k_both_0.001 - [INFO] - [E:59| 0]: Train Loss:0.0011553, Val MRR:0.31292, yago11k_both_0.001 +2023-06-20 11:04:29,033 - yago11k_both_0.001 - [INFO] - [E:59| 100]: Train Loss:0.0011861, Val MRR:0.31292, yago11k_both_0.001 +2023-06-20 11:05:32,072 - yago11k_both_0.001 - [INFO] - [E:59| 200]: Train Loss:0.0011847, Val MRR:0.31292, yago11k_both_0.001 +2023-06-20 11:06:35,125 - yago11k_both_0.001 - [INFO] - [E:59| 300]: Train Loss:0.0011861, Val MRR:0.31292, yago11k_both_0.001 +2023-06-20 11:07:38,182 - yago11k_both_0.001 - [INFO] - [E:59| 400]: Train Loss:0.0011866, Val MRR:0.31292, yago11k_both_0.001 +2023-06-20 11:08:41,215 - yago11k_both_0.001 - [INFO] - [E:59| 500]: Train Loss:0.0011866, Val MRR:0.31292, yago11k_both_0.001 +2023-06-20 11:09:43,814 - yago11k_both_0.001 - [INFO] - [E:59| 600]: Train Loss:0.0011881, Val MRR:0.31292, yago11k_both_0.001 +2023-06-20 11:09:43,815 - yago11k_both_0.001 - [INFO] - [Epoch:59]: Training Loss:0.001188 + +2023-06-20 11:09:44,030 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:09:56,081 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:10:07,958 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.39519, Head : 0.23072, Avg : 0.31295 + MR: Tail : 895.86, Head : 1138.4, Avg : 1017.1 + Hit-1: Tail : 0.31078, Head : 0.19019, Avg : 0.25049 + Hit-3: Tail : 0.44026, Head : 0.22451, Avg : 0.33238 + Hit-10: Tail : 0.56057, Head : 0.31439, Avg : 0.43748 +2023-06-20 11:10:08,899 - yago11k_both_0.001 - [INFO] - [Epoch 59]: Training Loss: 0.0011881, Valid MRR: 0.31295, + + + +2023-06-20 11:10:09,540 - yago11k_both_0.001 - [INFO] - [E:60| 0]: Train Loss:0.0011529, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:11:12,595 - yago11k_both_0.001 - [INFO] - [E:60| 100]: Train Loss:0.0011832, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:12:15,627 - yago11k_both_0.001 - [INFO] - [E:60| 200]: Train Loss:0.0011856, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:13:18,662 - yago11k_both_0.001 - [INFO] - [E:60| 300]: Train Loss:0.001184, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:14:21,683 - yago11k_both_0.001 - [INFO] - [E:60| 400]: Train Loss:0.0011852, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:15:24,697 - yago11k_both_0.001 - [INFO] - [E:60| 500]: Train Loss:0.0011853, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:16:27,280 - yago11k_both_0.001 - [INFO] - [E:60| 600]: Train Loss:0.0011864, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:16:27,280 - yago11k_both_0.001 - [INFO] - [Epoch:60]: Training Loss:0.001186 + +2023-06-20 11:16:27,493 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:16:39,524 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:16:51,378 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.39767, Head : 0.2282, Avg : 0.31293 + +2023-06-20 11:16:51,378 - yago11k_both_0.001 - [INFO] - [Epoch 60]: Training Loss: 0.0011864, Valid MRR: 0.31295, + + + +2023-06-20 11:16:52,013 - yago11k_both_0.001 - [INFO] - [E:61| 0]: Train Loss:0.0011831, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:17:55,029 - yago11k_both_0.001 - [INFO] - [E:61| 100]: Train Loss:0.0011828, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:18:58,033 - yago11k_both_0.001 - [INFO] - [E:61| 200]: Train Loss:0.0011857, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:20:01,048 - yago11k_both_0.001 - [INFO] - [E:61| 300]: Train Loss:0.0011846, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:21:04,058 - yago11k_both_0.001 - [INFO] - [E:61| 400]: Train Loss:0.0011848, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:22:07,088 - yago11k_both_0.001 - [INFO] - [E:61| 500]: Train Loss:0.0011849, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:23:09,677 - yago11k_both_0.001 - [INFO] - [E:61| 600]: Train Loss:0.0011856, Val MRR:0.31295, yago11k_both_0.001 +2023-06-20 11:23:09,677 - yago11k_both_0.001 - [INFO] - [Epoch:61]: Training Loss:0.001186 + +2023-06-20 11:23:09,891 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:23:21,933 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:23:33,799 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.40314, Head : 0.22391, Avg : 0.31352 + +2023-06-20 11:23:34,748 - yago11k_both_0.001 - [INFO] - [Epoch 61]: Training Loss: 0.0011856, Valid MRR: 0.31352, + + + +2023-06-20 11:23:35,387 - yago11k_both_0.001 - [INFO] - [E:62| 0]: Train Loss:0.0011518, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:24:38,404 - yago11k_both_0.001 - [INFO] - [E:62| 100]: Train Loss:0.0011794, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:25:41,418 - yago11k_both_0.001 - [INFO] - [E:62| 200]: Train Loss:0.0011817, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:26:44,468 - yago11k_both_0.001 - [INFO] - [E:62| 300]: Train Loss:0.0011818, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:27:47,499 - yago11k_both_0.001 - [INFO] - [E:62| 400]: Train Loss:0.0011832, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:28:50,514 - yago11k_both_0.001 - [INFO] - [E:62| 500]: Train Loss:0.0011843, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:29:53,078 - yago11k_both_0.001 - [INFO] - [E:62| 600]: Train Loss:0.0011842, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:29:53,079 - yago11k_both_0.001 - [INFO] - [Epoch:62]: Training Loss:0.001184 + +2023-06-20 11:29:53,293 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:30:05,316 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:30:17,176 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.39641, Head : 0.22621, Avg : 0.31131 + +2023-06-20 11:30:17,177 - yago11k_both_0.001 - [INFO] - [Epoch 62]: Training Loss: 0.0011842, Valid MRR: 0.31352, + + + +2023-06-20 11:30:17,811 - yago11k_both_0.001 - [INFO] - [E:63| 0]: Train Loss:0.001173, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:31:20,842 - yago11k_both_0.001 - [INFO] - [E:63| 100]: Train Loss:0.0011824, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:32:23,855 - yago11k_both_0.001 - [INFO] - [E:63| 200]: Train Loss:0.0011831, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:33:26,858 - yago11k_both_0.001 - [INFO] - [E:63| 300]: Train Loss:0.0011821, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:34:29,883 - yago11k_both_0.001 - [INFO] - [E:63| 400]: Train Loss:0.0011833, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:35:32,900 - yago11k_both_0.001 - [INFO] - [E:63| 500]: Train Loss:0.0011832, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:36:35,412 - yago11k_both_0.001 - [INFO] - [E:63| 600]: Train Loss:0.0011833, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:36:35,412 - yago11k_both_0.001 - [INFO] - [Epoch:63]: Training Loss:0.001183 + +2023-06-20 11:36:35,627 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:36:47,635 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:36:59,473 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.3936, Head : 0.22675, Avg : 0.31017 + +2023-06-20 11:36:59,473 - yago11k_both_0.001 - [INFO] - [Epoch 63]: Training Loss: 0.0011833, Valid MRR: 0.31352, + + + +2023-06-20 11:37:00,107 - yago11k_both_0.001 - [INFO] - [E:64| 0]: Train Loss:0.0011619, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:38:03,039 - yago11k_both_0.001 - [INFO] - [E:64| 100]: Train Loss:0.0011769, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:39:05,996 - yago11k_both_0.001 - [INFO] - [E:64| 200]: Train Loss:0.0011769, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:40:08,966 - yago11k_both_0.001 - [INFO] - [E:64| 300]: Train Loss:0.0011788, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:41:11,947 - yago11k_both_0.001 - [INFO] - [E:64| 400]: Train Loss:0.0011803, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:42:14,941 - yago11k_both_0.001 - [INFO] - [E:64| 500]: Train Loss:0.0011806, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:43:17,470 - yago11k_both_0.001 - [INFO] - [E:64| 600]: Train Loss:0.0011817, Val MRR:0.31352, yago11k_both_0.001 +2023-06-20 11:43:17,471 - yago11k_both_0.001 - [INFO] - [Epoch:64]: Training Loss:0.001182 + +2023-06-20 11:43:17,686 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:43:29,705 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:43:41,558 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.40692, Head : 0.22628, Avg : 0.3166 + +2023-06-20 11:43:42,503 - yago11k_both_0.001 - [INFO] - [Epoch 64]: Training Loss: 0.0011817, Valid MRR: 0.3166, + + + +2023-06-20 11:43:43,139 - yago11k_both_0.001 - [INFO] - [E:65| 0]: Train Loss:0.0011863, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:44:46,109 - yago11k_both_0.001 - [INFO] - [E:65| 100]: Train Loss:0.0011802, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:45:49,126 - yago11k_both_0.001 - [INFO] - [E:65| 200]: Train Loss:0.0011791, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:46:52,106 - yago11k_both_0.001 - [INFO] - [E:65| 300]: Train Loss:0.001179, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:47:55,104 - yago11k_both_0.001 - [INFO] - [E:65| 400]: Train Loss:0.0011795, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:48:58,113 - yago11k_both_0.001 - [INFO] - [E:65| 500]: Train Loss:0.0011799, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:50:00,678 - yago11k_both_0.001 - [INFO] - [E:65| 600]: Train Loss:0.0011809, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:50:00,678 - yago11k_both_0.001 - [INFO] - [Epoch:65]: Training Loss:0.001181 + +2023-06-20 11:50:00,894 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:50:12,920 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:50:24,775 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.40419, Head : 0.2269, Avg : 0.31554 + +2023-06-20 11:50:24,775 - yago11k_both_0.001 - [INFO] - [Epoch 65]: Training Loss: 0.0011809, Valid MRR: 0.3166, + + + +2023-06-20 11:50:25,410 - yago11k_both_0.001 - [INFO] - [E:66| 0]: Train Loss:0.0011926, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:51:28,408 - yago11k_both_0.001 - [INFO] - [E:66| 100]: Train Loss:0.001178, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:52:31,416 - yago11k_both_0.001 - [INFO] - [E:66| 200]: Train Loss:0.0011762, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:53:34,408 - yago11k_both_0.001 - [INFO] - [E:66| 300]: Train Loss:0.0011779, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:54:37,406 - yago11k_both_0.001 - [INFO] - [E:66| 400]: Train Loss:0.0011786, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:55:40,387 - yago11k_both_0.001 - [INFO] - [E:66| 500]: Train Loss:0.0011783, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:56:42,946 - yago11k_both_0.001 - [INFO] - [E:66| 600]: Train Loss:0.0011791, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:56:42,947 - yago11k_both_0.001 - [INFO] - [Epoch:66]: Training Loss:0.001179 + +2023-06-20 11:56:43,161 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:56:55,219 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 11:57:07,113 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.39889, Head : 0.22924, Avg : 0.31406 + +2023-06-20 11:57:07,113 - yago11k_both_0.001 - [INFO] - [Epoch 66]: Training Loss: 0.0011791, Valid MRR: 0.3166, + + + +2023-06-20 11:57:07,751 - yago11k_both_0.001 - [INFO] - [E:67| 0]: Train Loss:0.0011683, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:58:10,776 - yago11k_both_0.001 - [INFO] - [E:67| 100]: Train Loss:0.0011778, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 11:59:13,814 - yago11k_both_0.001 - [INFO] - [E:67| 200]: Train Loss:0.0011763, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:00:16,912 - yago11k_both_0.001 - [INFO] - [E:67| 300]: Train Loss:0.0011767, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:01:19,929 - yago11k_both_0.001 - [INFO] - [E:67| 400]: Train Loss:0.0011775, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:02:22,939 - yago11k_both_0.001 - [INFO] - [E:67| 500]: Train Loss:0.0011779, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:03:25,549 - yago11k_both_0.001 - [INFO] - [E:67| 600]: Train Loss:0.0011782, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:03:25,549 - yago11k_both_0.001 - [INFO] - [Epoch:67]: Training Loss:0.001178 + +2023-06-20 12:03:25,764 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:03:37,826 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:03:49,717 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.39919, Head : 0.22763, Avg : 0.31341 + +2023-06-20 12:03:49,717 - yago11k_both_0.001 - [INFO] - [Epoch 67]: Training Loss: 0.0011782, Valid MRR: 0.3166, + + + +2023-06-20 12:03:50,354 - yago11k_both_0.001 - [INFO] - [E:68| 0]: Train Loss:0.0011881, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:04:53,371 - yago11k_both_0.001 - [INFO] - [E:68| 100]: Train Loss:0.001179, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:05:56,329 - yago11k_both_0.001 - [INFO] - [E:68| 200]: Train Loss:0.0011775, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:06:59,265 - yago11k_both_0.001 - [INFO] - [E:68| 300]: Train Loss:0.0011763, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:08:02,201 - yago11k_both_0.001 - [INFO] - [E:68| 400]: Train Loss:0.0011765, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:09:05,145 - yago11k_both_0.001 - [INFO] - [E:68| 500]: Train Loss:0.0011766, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:10:07,660 - yago11k_both_0.001 - [INFO] - [E:68| 600]: Train Loss:0.0011772, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:10:07,660 - yago11k_both_0.001 - [INFO] - [Epoch:68]: Training Loss:0.001177 + +2023-06-20 12:10:07,873 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:10:19,901 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:10:31,756 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.40027, Head : 0.22758, Avg : 0.31392 + +2023-06-20 12:10:31,756 - yago11k_both_0.001 - [INFO] - [Epoch 68]: Training Loss: 0.0011772, Valid MRR: 0.3166, + + + +2023-06-20 12:10:32,391 - yago11k_both_0.001 - [INFO] - [E:69| 0]: Train Loss:0.0011718, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:11:35,318 - yago11k_both_0.001 - [INFO] - [E:69| 100]: Train Loss:0.0011767, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:12:38,229 - yago11k_both_0.001 - [INFO] - [E:69| 200]: Train Loss:0.0011752, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:13:41,133 - yago11k_both_0.001 - [INFO] - [E:69| 300]: Train Loss:0.0011751, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:14:44,054 - yago11k_both_0.001 - [INFO] - [E:69| 400]: Train Loss:0.0011757, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:15:46,962 - yago11k_both_0.001 - [INFO] - [E:69| 500]: Train Loss:0.0011758, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:16:49,436 - yago11k_both_0.001 - [INFO] - [E:69| 600]: Train Loss:0.0011759, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:16:49,436 - yago11k_both_0.001 - [INFO] - [Epoch:69]: Training Loss:0.001176 + +2023-06-20 12:16:49,650 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:17:01,666 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:17:13,501 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.40263, Head : 0.22814, Avg : 0.31538 + MR: Tail : 897.58, Head : 1180.9, Avg : 1039.2 + Hit-1: Tail : 0.3155, Head : 0.19241, Avg : 0.25396 + Hit-3: Tail : 0.44915, Head : 0.22076, Avg : 0.33495 + Hit-10: Tail : 0.5721, Head : 0.30828, Avg : 0.44019 +2023-06-20 12:17:13,501 - yago11k_both_0.001 - [INFO] - [Epoch 69]: Training Loss: 0.0011759, Valid MRR: 0.3166, + + + +2023-06-20 12:17:14,134 - yago11k_both_0.001 - [INFO] - [E:70| 0]: Train Loss:0.0011708, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:18:17,079 - yago11k_both_0.001 - [INFO] - [E:70| 100]: Train Loss:0.0011729, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:19:20,004 - yago11k_both_0.001 - [INFO] - [E:70| 200]: Train Loss:0.0011737, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:20:22,913 - yago11k_both_0.001 - [INFO] - [E:70| 300]: Train Loss:0.0011736, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:21:25,831 - yago11k_both_0.001 - [INFO] - [E:70| 400]: Train Loss:0.0011742, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:22:28,723 - yago11k_both_0.001 - [INFO] - [E:70| 500]: Train Loss:0.0011746, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:23:31,182 - yago11k_both_0.001 - [INFO] - [E:70| 600]: Train Loss:0.001175, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:23:31,183 - yago11k_both_0.001 - [INFO] - [Epoch:70]: Training Loss:0.001175 + +2023-06-20 12:23:31,397 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:23:43,431 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:23:55,313 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.40025, Head : 0.22535, Avg : 0.3128 + +2023-06-20 12:23:55,314 - yago11k_both_0.001 - [INFO] - [Epoch 70]: Training Loss: 0.001175, Valid MRR: 0.3166, + + + +2023-06-20 12:23:55,949 - yago11k_both_0.001 - [INFO] - [E:71| 0]: Train Loss:0.0012126, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:24:58,910 - yago11k_both_0.001 - [INFO] - [E:71| 100]: Train Loss:0.0011749, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:26:01,879 - yago11k_both_0.001 - [INFO] - [E:71| 200]: Train Loss:0.0011725, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:27:04,854 - yago11k_both_0.001 - [INFO] - [E:71| 300]: Train Loss:0.0011728, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:28:07,828 - yago11k_both_0.001 - [INFO] - [E:71| 400]: Train Loss:0.0011747, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:29:10,801 - yago11k_both_0.001 - [INFO] - [E:71| 500]: Train Loss:0.0011751, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:30:13,362 - yago11k_both_0.001 - [INFO] - [E:71| 600]: Train Loss:0.0011743, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:30:13,362 - yago11k_both_0.001 - [INFO] - [Epoch:71]: Training Loss:0.001174 + +2023-06-20 12:30:13,576 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:30:26,393 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:30:38,258 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.40061, Head : 0.22727, Avg : 0.31394 + +2023-06-20 12:30:38,258 - yago11k_both_0.001 - [INFO] - [Epoch 71]: Training Loss: 0.0011743, Valid MRR: 0.3166, + + + +2023-06-20 12:30:38,895 - yago11k_both_0.001 - [INFO] - [E:72| 0]: Train Loss:0.0011973, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:31:41,898 - yago11k_both_0.001 - [INFO] - [E:72| 100]: Train Loss:0.0011715, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:32:44,859 - yago11k_both_0.001 - [INFO] - [E:72| 200]: Train Loss:0.0011698, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:33:47,854 - yago11k_both_0.001 - [INFO] - [E:72| 300]: Train Loss:0.0011715, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:34:50,842 - yago11k_both_0.001 - [INFO] - [E:72| 400]: Train Loss:0.0011719, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:35:53,807 - yago11k_both_0.001 - [INFO] - [E:72| 500]: Train Loss:0.0011728, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:36:56,364 - yago11k_both_0.001 - [INFO] - [E:72| 600]: Train Loss:0.0011733, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:36:56,365 - yago11k_both_0.001 - [INFO] - [Epoch:72]: Training Loss:0.001173 + +2023-06-20 12:36:56,578 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:37:08,972 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:37:20,845 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.39877, Head : 0.22822, Avg : 0.3135 + +2023-06-20 12:37:20,845 - yago11k_both_0.001 - [INFO] - [Epoch 72]: Training Loss: 0.0011733, Valid MRR: 0.3166, + + + +2023-06-20 12:37:21,485 - yago11k_both_0.001 - [INFO] - [E:73| 0]: Train Loss:0.0011537, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:38:24,481 - yago11k_both_0.001 - [INFO] - [E:73| 100]: Train Loss:0.00117, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:39:27,467 - yago11k_both_0.001 - [INFO] - [E:73| 200]: Train Loss:0.0011721, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:40:30,452 - yago11k_both_0.001 - [INFO] - [E:73| 300]: Train Loss:0.0011722, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:41:33,443 - yago11k_both_0.001 - [INFO] - [E:73| 400]: Train Loss:0.0011725, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:42:36,423 - yago11k_both_0.001 - [INFO] - [E:73| 500]: Train Loss:0.0011726, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:43:38,973 - yago11k_both_0.001 - [INFO] - [E:73| 600]: Train Loss:0.0011732, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:43:38,973 - yago11k_both_0.001 - [INFO] - [Epoch:73]: Training Loss:0.001173 + +2023-06-20 12:43:39,187 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:43:51,222 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:44:03,079 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.39692, Head : 0.23193, Avg : 0.31442 + +2023-06-20 12:44:03,079 - yago11k_both_0.001 - [INFO] - [Epoch 73]: Training Loss: 0.0011732, Valid MRR: 0.3166, + + + +2023-06-20 12:44:03,716 - yago11k_both_0.001 - [INFO] - [E:74| 0]: Train Loss:0.0011532, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:45:06,682 - yago11k_both_0.001 - [INFO] - [E:74| 100]: Train Loss:0.0011729, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:46:09,651 - yago11k_both_0.001 - [INFO] - [E:74| 200]: Train Loss:0.0011726, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:47:12,601 - yago11k_both_0.001 - [INFO] - [E:74| 300]: Train Loss:0.0011719, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:48:15,553 - yago11k_both_0.001 - [INFO] - [E:74| 400]: Train Loss:0.0011718, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:49:18,496 - yago11k_both_0.001 - [INFO] - [E:74| 500]: Train Loss:0.001172, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:50:20,989 - yago11k_both_0.001 - [INFO] - [E:74| 600]: Train Loss:0.0011724, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:50:20,990 - yago11k_both_0.001 - [INFO] - [Epoch:74]: Training Loss:0.001172 + +2023-06-20 12:50:21,204 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:50:33,231 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:50:45,074 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.39944, Head : 0.22712, Avg : 0.31328 + +2023-06-20 12:50:45,074 - yago11k_both_0.001 - [INFO] - [Epoch 74]: Training Loss: 0.0011724, Valid MRR: 0.3166, + + + +2023-06-20 12:50:45,709 - yago11k_both_0.001 - [INFO] - [E:75| 0]: Train Loss:0.0011836, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:51:48,614 - yago11k_both_0.001 - [INFO] - [E:75| 100]: Train Loss:0.0011665, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:52:51,552 - yago11k_both_0.001 - [INFO] - [E:75| 200]: Train Loss:0.0011682, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:53:54,487 - yago11k_both_0.001 - [INFO] - [E:75| 300]: Train Loss:0.0011688, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:54:57,409 - yago11k_both_0.001 - [INFO] - [E:75| 400]: Train Loss:0.0011701, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:56:00,327 - yago11k_both_0.001 - [INFO] - [E:75| 500]: Train Loss:0.0011701, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:57:02,816 - yago11k_both_0.001 - [INFO] - [E:75| 600]: Train Loss:0.0011706, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:57:02,816 - yago11k_both_0.001 - [INFO] - [Epoch:75]: Training Loss:0.001171 + +2023-06-20 12:57:03,030 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:57:15,059 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 12:57:26,905 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.40369, Head : 0.22714, Avg : 0.31541 + +2023-06-20 12:57:26,905 - yago11k_both_0.001 - [INFO] - [Epoch 75]: Training Loss: 0.0011706, Valid MRR: 0.3166, + + + +2023-06-20 12:57:27,540 - yago11k_both_0.001 - [INFO] - [E:76| 0]: Train Loss:0.0011529, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:58:30,471 - yago11k_both_0.001 - [INFO] - [E:76| 100]: Train Loss:0.0011693, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 12:59:33,421 - yago11k_both_0.001 - [INFO] - [E:76| 200]: Train Loss:0.0011685, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:00:36,371 - yago11k_both_0.001 - [INFO] - [E:76| 300]: Train Loss:0.0011694, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:01:39,283 - yago11k_both_0.001 - [INFO] - [E:76| 400]: Train Loss:0.0011686, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:02:42,218 - yago11k_both_0.001 - [INFO] - [E:76| 500]: Train Loss:0.0011696, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:03:44,720 - yago11k_both_0.001 - [INFO] - [E:76| 600]: Train Loss:0.0011699, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:03:44,720 - yago11k_both_0.001 - [INFO] - [Epoch:76]: Training Loss:0.00117 + +2023-06-20 13:03:44,935 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:03:56,969 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:04:08,820 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.40295, Head : 0.22864, Avg : 0.31579 + +2023-06-20 13:04:08,821 - yago11k_both_0.001 - [INFO] - [Epoch 76]: Training Loss: 0.0011699, Valid MRR: 0.3166, + + + +2023-06-20 13:04:09,456 - yago11k_both_0.001 - [INFO] - [E:77| 0]: Train Loss:0.0011653, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:05:12,405 - yago11k_both_0.001 - [INFO] - [E:77| 100]: Train Loss:0.0011684, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:06:15,325 - yago11k_both_0.001 - [INFO] - [E:77| 200]: Train Loss:0.0011696, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:07:18,315 - yago11k_both_0.001 - [INFO] - [E:77| 300]: Train Loss:0.0011689, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:08:21,502 - yago11k_both_0.001 - [INFO] - [E:77| 400]: Train Loss:0.0011687, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:09:24,471 - yago11k_both_0.001 - [INFO] - [E:77| 500]: Train Loss:0.0011682, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:10:27,023 - yago11k_both_0.001 - [INFO] - [E:77| 600]: Train Loss:0.0011685, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:10:27,023 - yago11k_both_0.001 - [INFO] - [Epoch:77]: Training Loss:0.001169 + +2023-06-20 13:10:27,237 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:10:39,281 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:10:51,152 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.39606, Head : 0.23004, Avg : 0.31305 + +2023-06-20 13:10:51,152 - yago11k_both_0.001 - [INFO] - [Epoch 77]: Training Loss: 0.0011685, Valid MRR: 0.3166, + + + +2023-06-20 13:10:51,787 - yago11k_both_0.001 - [INFO] - [E:78| 0]: Train Loss:0.0011538, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:11:54,770 - yago11k_both_0.001 - [INFO] - [E:78| 100]: Train Loss:0.0011655, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:12:57,762 - yago11k_both_0.001 - [INFO] - [E:78| 200]: Train Loss:0.0011668, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:14:00,746 - yago11k_both_0.001 - [INFO] - [E:78| 300]: Train Loss:0.0011672, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:15:03,728 - yago11k_both_0.001 - [INFO] - [E:78| 400]: Train Loss:0.0011671, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:16:06,701 - yago11k_both_0.001 - [INFO] - [E:78| 500]: Train Loss:0.0011673, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:17:09,264 - yago11k_both_0.001 - [INFO] - [E:78| 600]: Train Loss:0.0011678, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:17:09,264 - yago11k_both_0.001 - [INFO] - [Epoch:78]: Training Loss:0.001168 + +2023-06-20 13:17:09,479 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:17:21,530 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:17:33,404 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.40282, Head : 0.22943, Avg : 0.31613 + +2023-06-20 13:17:33,404 - yago11k_both_0.001 - [INFO] - [Epoch 78]: Training Loss: 0.0011678, Valid MRR: 0.3166, + + + +2023-06-20 13:17:34,040 - yago11k_both_0.001 - [INFO] - [E:79| 0]: Train Loss:0.0011378, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:18:37,033 - yago11k_both_0.001 - [INFO] - [E:79| 100]: Train Loss:0.0011652, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:19:40,032 - yago11k_both_0.001 - [INFO] - [E:79| 200]: Train Loss:0.0011651, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:20:43,034 - yago11k_both_0.001 - [INFO] - [E:79| 300]: Train Loss:0.0011651, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:21:46,037 - yago11k_both_0.001 - [INFO] - [E:79| 400]: Train Loss:0.0011655, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:22:49,026 - yago11k_both_0.001 - [INFO] - [E:79| 500]: Train Loss:0.001166, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:23:51,609 - yago11k_both_0.001 - [INFO] - [E:79| 600]: Train Loss:0.001167, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:23:51,609 - yago11k_both_0.001 - [INFO] - [Epoch:79]: Training Loss:0.001167 + +2023-06-20 13:23:51,825 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:24:03,889 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:24:15,769 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.40102, Head : 0.22911, Avg : 0.31506 + MR: Tail : 946.29, Head : 1234.3, Avg : 1090.3 + Hit-1: Tail : 0.31161, Head : 0.1913, Avg : 0.25146 + Hit-3: Tail : 0.44485, Head : 0.22478, Avg : 0.33482 + Hit-10: Tail : 0.57224, Head : 0.30453, Avg : 0.43839 +2023-06-20 13:24:15,769 - yago11k_both_0.001 - [INFO] - [Epoch 79]: Training Loss: 0.001167, Valid MRR: 0.3166, + + + +2023-06-20 13:24:16,406 - yago11k_both_0.001 - [INFO] - [E:80| 0]: Train Loss:0.0011598, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:25:19,380 - yago11k_both_0.001 - [INFO] - [E:80| 100]: Train Loss:0.0011638, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:26:22,383 - yago11k_both_0.001 - [INFO] - [E:80| 200]: Train Loss:0.0011632, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:27:25,352 - yago11k_both_0.001 - [INFO] - [E:80| 300]: Train Loss:0.0011647, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:28:28,311 - yago11k_both_0.001 - [INFO] - [E:80| 400]: Train Loss:0.0011654, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:29:31,281 - yago11k_both_0.001 - [INFO] - [E:80| 500]: Train Loss:0.0011656, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:30:33,836 - yago11k_both_0.001 - [INFO] - [E:80| 600]: Train Loss:0.0011662, Val MRR:0.3166, yago11k_both_0.001 +2023-06-20 13:30:33,837 - yago11k_both_0.001 - [INFO] - [Epoch:80]: Training Loss:0.001166 + +2023-06-20 13:30:34,052 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:30:46,086 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:30:57,941 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.40457, Head : 0.22969, Avg : 0.31713 + +2023-06-20 13:30:58,881 - yago11k_both_0.001 - [INFO] - [Epoch 80]: Training Loss: 0.0011662, Valid MRR: 0.31713, + + + +2023-06-20 13:30:59,526 - yago11k_both_0.001 - [INFO] - [E:81| 0]: Train Loss:0.0011702, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:32:02,482 - yago11k_both_0.001 - [INFO] - [E:81| 100]: Train Loss:0.0011648, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:33:05,480 - yago11k_both_0.001 - [INFO] - [E:81| 200]: Train Loss:0.0011641, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:34:08,443 - yago11k_both_0.001 - [INFO] - [E:81| 300]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:35:11,425 - yago11k_both_0.001 - [INFO] - [E:81| 400]: Train Loss:0.0011647, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:36:14,387 - yago11k_both_0.001 - [INFO] - [E:81| 500]: Train Loss:0.0011653, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:37:16,932 - yago11k_both_0.001 - [INFO] - [E:81| 600]: Train Loss:0.0011659, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:37:16,933 - yago11k_both_0.001 - [INFO] - [Epoch:81]: Training Loss:0.001166 + +2023-06-20 13:37:17,148 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:37:29,183 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:37:41,045 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.40074, Head : 0.229, Avg : 0.31487 + +2023-06-20 13:37:41,046 - yago11k_both_0.001 - [INFO] - [Epoch 81]: Training Loss: 0.0011659, Valid MRR: 0.31713, + + + +2023-06-20 13:37:41,680 - yago11k_both_0.001 - [INFO] - [E:82| 0]: Train Loss:0.0011681, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:38:44,630 - yago11k_both_0.001 - [INFO] - [E:82| 100]: Train Loss:0.0011631, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:39:47,612 - yago11k_both_0.001 - [INFO] - [E:82| 200]: Train Loss:0.0011634, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:40:50,572 - yago11k_both_0.001 - [INFO] - [E:82| 300]: Train Loss:0.001164, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:41:53,527 - yago11k_both_0.001 - [INFO] - [E:82| 400]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:42:56,499 - yago11k_both_0.001 - [INFO] - [E:82| 500]: Train Loss:0.001165, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:43:59,034 - yago11k_both_0.001 - [INFO] - [E:82| 600]: Train Loss:0.0011648, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:43:59,034 - yago11k_both_0.001 - [INFO] - [Epoch:82]: Training Loss:0.001165 + +2023-06-20 13:43:59,249 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:44:11,280 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:44:23,142 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.40233, Head : 0.22775, Avg : 0.31504 + +2023-06-20 13:44:23,142 - yago11k_both_0.001 - [INFO] - [Epoch 82]: Training Loss: 0.0011648, Valid MRR: 0.31713, + + + +2023-06-20 13:44:23,777 - yago11k_both_0.001 - [INFO] - [E:83| 0]: Train Loss:0.0011972, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:45:26,748 - yago11k_both_0.001 - [INFO] - [E:83| 100]: Train Loss:0.0011644, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:46:29,708 - yago11k_both_0.001 - [INFO] - [E:83| 200]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:47:32,684 - yago11k_both_0.001 - [INFO] - [E:83| 300]: Train Loss:0.0011622, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:48:35,642 - yago11k_both_0.001 - [INFO] - [E:83| 400]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:49:38,615 - yago11k_both_0.001 - [INFO] - [E:83| 500]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:50:41,146 - yago11k_both_0.001 - [INFO] - [E:83| 600]: Train Loss:0.0011644, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:50:41,146 - yago11k_both_0.001 - [INFO] - [Epoch:83]: Training Loss:0.001164 + +2023-06-20 13:50:41,359 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:50:53,393 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:51:05,256 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.39909, Head : 0.2218, Avg : 0.31045 + +2023-06-20 13:51:05,256 - yago11k_both_0.001 - [INFO] - [Epoch 83]: Training Loss: 0.0011644, Valid MRR: 0.31713, + + + +2023-06-20 13:51:05,893 - yago11k_both_0.001 - [INFO] - [E:84| 0]: Train Loss:0.0011434, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:52:08,861 - yago11k_both_0.001 - [INFO] - [E:84| 100]: Train Loss:0.0011604, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:53:11,838 - yago11k_both_0.001 - [INFO] - [E:84| 200]: Train Loss:0.0011607, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:54:14,795 - yago11k_both_0.001 - [INFO] - [E:84| 300]: Train Loss:0.0011616, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:55:17,765 - yago11k_both_0.001 - [INFO] - [E:84| 400]: Train Loss:0.001163, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:56:20,718 - yago11k_both_0.001 - [INFO] - [E:84| 500]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:57:23,262 - yago11k_both_0.001 - [INFO] - [E:84| 600]: Train Loss:0.0011639, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:57:23,262 - yago11k_both_0.001 - [INFO] - [Epoch:84]: Training Loss:0.001164 + +2023-06-20 13:57:23,476 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:57:35,506 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 13:57:47,363 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.40225, Head : 0.22924, Avg : 0.31575 + +2023-06-20 13:57:47,363 - yago11k_both_0.001 - [INFO] - [Epoch 84]: Training Loss: 0.0011639, Valid MRR: 0.31713, + + + +2023-06-20 13:57:47,998 - yago11k_both_0.001 - [INFO] - [E:85| 0]: Train Loss:0.00117, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:58:50,945 - yago11k_both_0.001 - [INFO] - [E:85| 100]: Train Loss:0.0011594, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 13:59:53,917 - yago11k_both_0.001 - [INFO] - [E:85| 200]: Train Loss:0.00116, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 14:00:56,871 - yago11k_both_0.001 - [INFO] - [E:85| 300]: Train Loss:0.0011605, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 14:01:59,807 - yago11k_both_0.001 - [INFO] - [E:85| 400]: Train Loss:0.0011619, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 14:03:02,753 - yago11k_both_0.001 - [INFO] - [E:85| 500]: Train Loss:0.0011625, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 14:04:05,294 - yago11k_both_0.001 - [INFO] - [E:85| 600]: Train Loss:0.0011627, Val MRR:0.31713, yago11k_both_0.001 +2023-06-20 14:04:05,295 - yago11k_both_0.001 - [INFO] - [Epoch:85]: Training Loss:0.001163 + +2023-06-20 14:04:05,510 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:04:17,538 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:04:29,403 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.40694, Head : 0.22796, Avg : 0.31745 + +2023-06-20 14:04:30,346 - yago11k_both_0.001 - [INFO] - [Epoch 85]: Training Loss: 0.0011627, Valid MRR: 0.31745, + + + +2023-06-20 14:04:30,988 - yago11k_both_0.001 - [INFO] - [E:86| 0]: Train Loss:0.0011828, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:05:33,930 - yago11k_both_0.001 - [INFO] - [E:86| 100]: Train Loss:0.0011598, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:06:36,882 - yago11k_both_0.001 - [INFO] - [E:86| 200]: Train Loss:0.0011609, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:07:39,835 - yago11k_both_0.001 - [INFO] - [E:86| 300]: Train Loss:0.0011614, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:08:42,793 - yago11k_both_0.001 - [INFO] - [E:86| 400]: Train Loss:0.0011623, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:09:45,760 - yago11k_both_0.001 - [INFO] - [E:86| 500]: Train Loss:0.0011623, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:10:48,290 - yago11k_both_0.001 - [INFO] - [E:86| 600]: Train Loss:0.0011625, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:10:48,291 - yago11k_both_0.001 - [INFO] - [Epoch:86]: Training Loss:0.001162 + +2023-06-20 14:10:48,504 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:11:00,536 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:11:12,389 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.40138, Head : 0.22857, Avg : 0.31497 + +2023-06-20 14:11:12,389 - yago11k_both_0.001 - [INFO] - [Epoch 86]: Training Loss: 0.0011625, Valid MRR: 0.31745, + + + +2023-06-20 14:11:13,025 - yago11k_both_0.001 - [INFO] - [E:87| 0]: Train Loss:0.0011521, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:12:15,985 - yago11k_both_0.001 - [INFO] - [E:87| 100]: Train Loss:0.0011621, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:13:18,978 - yago11k_both_0.001 - [INFO] - [E:87| 200]: Train Loss:0.0011606, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:14:21,980 - yago11k_both_0.001 - [INFO] - [E:87| 300]: Train Loss:0.0011607, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:15:24,984 - yago11k_both_0.001 - [INFO] - [E:87| 400]: Train Loss:0.0011614, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:16:27,961 - yago11k_both_0.001 - [INFO] - [E:87| 500]: Train Loss:0.0011618, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:17:30,493 - yago11k_both_0.001 - [INFO] - [E:87| 600]: Train Loss:0.0011622, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:17:30,493 - yago11k_both_0.001 - [INFO] - [Epoch:87]: Training Loss:0.001162 + +2023-06-20 14:17:30,707 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:17:42,737 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:17:54,603 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.40519, Head : 0.225, Avg : 0.31509 + +2023-06-20 14:17:54,603 - yago11k_both_0.001 - [INFO] - [Epoch 87]: Training Loss: 0.0011622, Valid MRR: 0.31745, + + + +2023-06-20 14:17:55,236 - yago11k_both_0.001 - [INFO] - [E:88| 0]: Train Loss:0.0011568, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:18:58,206 - yago11k_both_0.001 - [INFO] - [E:88| 100]: Train Loss:0.0011588, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:20:01,187 - yago11k_both_0.001 - [INFO] - [E:88| 200]: Train Loss:0.0011577, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:21:04,273 - yago11k_both_0.001 - [INFO] - [E:88| 300]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:22:07,306 - yago11k_both_0.001 - [INFO] - [E:88| 400]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:23:10,306 - yago11k_both_0.001 - [INFO] - [E:88| 500]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:24:12,941 - yago11k_both_0.001 - [INFO] - [E:88| 600]: Train Loss:0.0011604, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:24:12,942 - yago11k_both_0.001 - [INFO] - [Epoch:88]: Training Loss:0.00116 + +2023-06-20 14:24:13,156 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:24:25,210 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:24:37,098 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.40151, Head : 0.22684, Avg : 0.31418 + +2023-06-20 14:24:37,098 - yago11k_both_0.001 - [INFO] - [Epoch 88]: Training Loss: 0.0011604, Valid MRR: 0.31745, + + + +2023-06-20 14:24:37,736 - yago11k_both_0.001 - [INFO] - [E:89| 0]: Train Loss:0.0011545, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:25:40,795 - yago11k_both_0.001 - [INFO] - [E:89| 100]: Train Loss:0.0011572, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:26:43,880 - yago11k_both_0.001 - [INFO] - [E:89| 200]: Train Loss:0.0011572, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:27:46,899 - yago11k_both_0.001 - [INFO] - [E:89| 300]: Train Loss:0.001159, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:28:49,897 - yago11k_both_0.001 - [INFO] - [E:89| 400]: Train Loss:0.0011599, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:29:52,903 - yago11k_both_0.001 - [INFO] - [E:89| 500]: Train Loss:0.0011604, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:30:55,480 - yago11k_both_0.001 - [INFO] - [E:89| 600]: Train Loss:0.0011609, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:30:55,480 - yago11k_both_0.001 - [INFO] - [Epoch:89]: Training Loss:0.001161 + +2023-06-20 14:30:55,694 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:31:07,752 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:31:19,647 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.39587, Head : 0.23155, Avg : 0.31371 + MR: Tail : 994.07, Head : 1208.8, Avg : 1101.4 + Hit-1: Tail : 0.30745, Head : 0.19283, Avg : 0.25014 + Hit-3: Tail : 0.44109, Head : 0.22742, Avg : 0.33426 + Hit-10: Tail : 0.56669, Head : 0.30953, Avg : 0.43811 +2023-06-20 14:31:19,647 - yago11k_both_0.001 - [INFO] - [Epoch 89]: Training Loss: 0.0011609, Valid MRR: 0.31745, + + + +2023-06-20 14:31:20,283 - yago11k_both_0.001 - [INFO] - [E:90| 0]: Train Loss:0.0011352, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:32:23,311 - yago11k_both_0.001 - [INFO] - [E:90| 100]: Train Loss:0.0011578, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:33:26,324 - yago11k_both_0.001 - [INFO] - [E:90| 200]: Train Loss:0.0011584, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:34:29,355 - yago11k_both_0.001 - [INFO] - [E:90| 300]: Train Loss:0.0011585, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:35:32,378 - yago11k_both_0.001 - [INFO] - [E:90| 400]: Train Loss:0.0011593, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:36:35,384 - yago11k_both_0.001 - [INFO] - [E:90| 500]: Train Loss:0.0011602, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:37:37,971 - yago11k_both_0.001 - [INFO] - [E:90| 600]: Train Loss:0.0011599, Val MRR:0.31745, yago11k_both_0.001 +2023-06-20 14:37:37,971 - yago11k_both_0.001 - [INFO] - [Epoch:90]: Training Loss:0.00116 + +2023-06-20 14:37:38,185 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:37:50,241 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:38:02,135 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.41016, Head : 0.22799, Avg : 0.31908 + +2023-06-20 14:38:03,093 - yago11k_both_0.001 - [INFO] - [Epoch 90]: Training Loss: 0.0011599, Valid MRR: 0.31908, + + + +2023-06-20 14:38:03,731 - yago11k_both_0.001 - [INFO] - [E:91| 0]: Train Loss:0.001149, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:39:06,742 - yago11k_both_0.001 - [INFO] - [E:91| 100]: Train Loss:0.0011592, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:40:09,765 - yago11k_both_0.001 - [INFO] - [E:91| 200]: Train Loss:0.0011588, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:41:12,789 - yago11k_both_0.001 - [INFO] - [E:91| 300]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:42:15,789 - yago11k_both_0.001 - [INFO] - [E:91| 400]: Train Loss:0.0011575, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:43:18,783 - yago11k_both_0.001 - [INFO] - [E:91| 500]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:44:21,370 - yago11k_both_0.001 - [INFO] - [E:91| 600]: Train Loss:0.0011591, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:44:21,371 - yago11k_both_0.001 - [INFO] - [Epoch:91]: Training Loss:0.001159 + +2023-06-20 14:44:21,585 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:44:33,642 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:44:45,529 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.40632, Head : 0.22801, Avg : 0.31717 + +2023-06-20 14:44:45,529 - yago11k_both_0.001 - [INFO] - [Epoch 91]: Training Loss: 0.0011591, Valid MRR: 0.31908, + + + +2023-06-20 14:44:46,165 - yago11k_both_0.001 - [INFO] - [E:92| 0]: Train Loss:0.0011524, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:45:49,183 - yago11k_both_0.001 - [INFO] - [E:92| 100]: Train Loss:0.001157, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:46:52,202 - yago11k_both_0.001 - [INFO] - [E:92| 200]: Train Loss:0.0011575, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:47:55,212 - yago11k_both_0.001 - [INFO] - [E:92| 300]: Train Loss:0.0011585, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:48:58,232 - yago11k_both_0.001 - [INFO] - [E:92| 400]: Train Loss:0.0011586, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:50:01,227 - yago11k_both_0.001 - [INFO] - [E:92| 500]: Train Loss:0.0011587, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:51:03,816 - yago11k_both_0.001 - [INFO] - [E:92| 600]: Train Loss:0.0011586, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:51:03,816 - yago11k_both_0.001 - [INFO] - [Epoch:92]: Training Loss:0.001159 + +2023-06-20 14:51:04,032 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:51:16,081 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:51:27,978 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.40663, Head : 0.22821, Avg : 0.31742 + +2023-06-20 14:51:27,978 - yago11k_both_0.001 - [INFO] - [Epoch 92]: Training Loss: 0.0011586, Valid MRR: 0.31908, + + + +2023-06-20 14:51:28,619 - yago11k_both_0.001 - [INFO] - [E:93| 0]: Train Loss:0.0011532, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:52:31,622 - yago11k_both_0.001 - [INFO] - [E:93| 100]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:53:34,622 - yago11k_both_0.001 - [INFO] - [E:93| 200]: Train Loss:0.0011561, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:54:37,634 - yago11k_both_0.001 - [INFO] - [E:93| 300]: Train Loss:0.0011565, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:55:40,657 - yago11k_both_0.001 - [INFO] - [E:93| 400]: Train Loss:0.0011578, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:56:43,678 - yago11k_both_0.001 - [INFO] - [E:93| 500]: Train Loss:0.0011588, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:57:46,277 - yago11k_both_0.001 - [INFO] - [E:93| 600]: Train Loss:0.0011585, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:57:46,278 - yago11k_both_0.001 - [INFO] - [Epoch:93]: Training Loss:0.001159 + +2023-06-20 14:57:46,492 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:57:58,548 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 14:58:10,443 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.40472, Head : 0.22768, Avg : 0.3162 + +2023-06-20 14:58:10,443 - yago11k_both_0.001 - [INFO] - [Epoch 93]: Training Loss: 0.0011585, Valid MRR: 0.31908, + + + +2023-06-20 14:58:11,084 - yago11k_both_0.001 - [INFO] - [E:94| 0]: Train Loss:0.0011415, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 14:59:14,099 - yago11k_both_0.001 - [INFO] - [E:94| 100]: Train Loss:0.0011546, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:00:17,101 - yago11k_both_0.001 - [INFO] - [E:94| 200]: Train Loss:0.0011565, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:01:20,099 - yago11k_both_0.001 - [INFO] - [E:94| 300]: Train Loss:0.0011563, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:02:23,107 - yago11k_both_0.001 - [INFO] - [E:94| 400]: Train Loss:0.0011569, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:03:26,134 - yago11k_both_0.001 - [INFO] - [E:94| 500]: Train Loss:0.0011576, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:04:28,722 - yago11k_both_0.001 - [INFO] - [E:94| 600]: Train Loss:0.0011577, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:04:28,722 - yago11k_both_0.001 - [INFO] - [Epoch:94]: Training Loss:0.001158 + +2023-06-20 15:04:28,936 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:04:40,987 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:04:52,881 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.40196, Head : 0.22895, Avg : 0.31545 + +2023-06-20 15:04:52,881 - yago11k_both_0.001 - [INFO] - [Epoch 94]: Training Loss: 0.0011577, Valid MRR: 0.31908, + + + +2023-06-20 15:04:53,516 - yago11k_both_0.001 - [INFO] - [E:95| 0]: Train Loss:0.0011251, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:05:56,528 - yago11k_both_0.001 - [INFO] - [E:95| 100]: Train Loss:0.0011539, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:06:59,543 - yago11k_both_0.001 - [INFO] - [E:95| 200]: Train Loss:0.0011538, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:08:02,528 - yago11k_both_0.001 - [INFO] - [E:95| 300]: Train Loss:0.001154, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:09:05,530 - yago11k_both_0.001 - [INFO] - [E:95| 400]: Train Loss:0.0011554, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:10:08,559 - yago11k_both_0.001 - [INFO] - [E:95| 500]: Train Loss:0.001156, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:11:11,148 - yago11k_both_0.001 - [INFO] - [E:95| 600]: Train Loss:0.0011564, Val MRR:0.31908, yago11k_both_0.001 +2023-06-20 15:11:11,149 - yago11k_both_0.001 - [INFO] - [Epoch:95]: Training Loss:0.001156 + +2023-06-20 15:11:11,363 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:11:23,413 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:11:35,312 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.40926, Head : 0.23088, Avg : 0.32007 + +2023-06-20 15:11:36,263 - yago11k_both_0.001 - [INFO] - [Epoch 95]: Training Loss: 0.0011564, Valid MRR: 0.32007, + + + +2023-06-20 15:11:36,906 - yago11k_both_0.001 - [INFO] - [E:96| 0]: Train Loss:0.0011495, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:12:39,930 - yago11k_both_0.001 - [INFO] - [E:96| 100]: Train Loss:0.0011533, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:13:42,969 - yago11k_both_0.001 - [INFO] - [E:96| 200]: Train Loss:0.0011537, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:14:45,991 - yago11k_both_0.001 - [INFO] - [E:96| 300]: Train Loss:0.0011535, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:15:49,003 - yago11k_both_0.001 - [INFO] - [E:96| 400]: Train Loss:0.0011547, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:16:52,096 - yago11k_both_0.001 - [INFO] - [E:96| 500]: Train Loss:0.001156, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:17:54,680 - yago11k_both_0.001 - [INFO] - [E:96| 600]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:17:54,681 - yago11k_both_0.001 - [INFO] - [Epoch:96]: Training Loss:0.001156 + +2023-06-20 15:17:54,896 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:18:06,986 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:18:18,912 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.4049, Head : 0.22764, Avg : 0.31627 + +2023-06-20 15:18:18,912 - yago11k_both_0.001 - [INFO] - [Epoch 96]: Training Loss: 0.0011563, Valid MRR: 0.32007, + + + +2023-06-20 15:18:19,549 - yago11k_both_0.001 - [INFO] - [E:97| 0]: Train Loss:0.0011873, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:19:22,719 - yago11k_both_0.001 - [INFO] - [E:97| 100]: Train Loss:0.0011574, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:20:25,828 - yago11k_both_0.001 - [INFO] - [E:97| 200]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:21:29,027 - yago11k_both_0.001 - [INFO] - [E:97| 300]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:22:32,215 - yago11k_both_0.001 - [INFO] - [E:97| 400]: Train Loss:0.0011562, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:23:35,417 - yago11k_both_0.001 - [INFO] - [E:97| 500]: Train Loss:0.0011559, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:24:38,076 - yago11k_both_0.001 - [INFO] - [E:97| 600]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:24:38,076 - yago11k_both_0.001 - [INFO] - [Epoch:97]: Training Loss:0.001156 + +2023-06-20 15:24:38,292 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:24:50,350 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:25:02,251 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.40431, Head : 0.23274, Avg : 0.31853 + +2023-06-20 15:25:02,251 - yago11k_both_0.001 - [INFO] - [Epoch 97]: Training Loss: 0.0011564, Valid MRR: 0.32007, + + + +2023-06-20 15:25:02,891 - yago11k_both_0.001 - [INFO] - [E:98| 0]: Train Loss:0.0011499, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:26:06,016 - yago11k_both_0.001 - [INFO] - [E:98| 100]: Train Loss:0.0011568, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:27:09,088 - yago11k_both_0.001 - [INFO] - [E:98| 200]: Train Loss:0.0011547, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:28:12,106 - yago11k_both_0.001 - [INFO] - [E:98| 300]: Train Loss:0.0011556, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:29:15,161 - yago11k_both_0.001 - [INFO] - [E:98| 400]: Train Loss:0.0011553, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:30:18,214 - yago11k_both_0.001 - [INFO] - [E:98| 500]: Train Loss:0.0011561, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:31:20,784 - yago11k_both_0.001 - [INFO] - [E:98| 600]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:31:20,784 - yago11k_both_0.001 - [INFO] - [Epoch:98]: Training Loss:0.001156 + +2023-06-20 15:31:20,999 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:31:33,050 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:31:44,943 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.40388, Head : 0.22727, Avg : 0.31558 + +2023-06-20 15:31:44,944 - yago11k_both_0.001 - [INFO] - [Epoch 98]: Training Loss: 0.0011563, Valid MRR: 0.32007, + + + +2023-06-20 15:31:45,580 - yago11k_both_0.001 - [INFO] - [E:99| 0]: Train Loss:0.0011632, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:32:48,632 - yago11k_both_0.001 - [INFO] - [E:99| 100]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:33:51,794 - yago11k_both_0.001 - [INFO] - [E:99| 200]: Train Loss:0.0011536, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:34:54,879 - yago11k_both_0.001 - [INFO] - [E:99| 300]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:35:57,983 - yago11k_both_0.001 - [INFO] - [E:99| 400]: Train Loss:0.0011546, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:37:01,102 - yago11k_both_0.001 - [INFO] - [E:99| 500]: Train Loss:0.0011551, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:38:03,744 - yago11k_both_0.001 - [INFO] - [E:99| 600]: Train Loss:0.0011555, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:38:03,745 - yago11k_both_0.001 - [INFO] - [Epoch:99]: Training Loss:0.001156 + +2023-06-20 15:38:03,959 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:38:16,010 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:38:27,898 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.4053, Head : 0.22853, Avg : 0.31692 + MR: Tail : 956.28, Head : 1213.8, Avg : 1085.0 + Hit-1: Tail : 0.31662, Head : 0.19144, Avg : 0.25403 + Hit-3: Tail : 0.45165, Head : 0.22451, Avg : 0.33808 + Hit-10: Tail : 0.57308, Head : 0.30217, Avg : 0.43762 +2023-06-20 15:38:27,898 - yago11k_both_0.001 - [INFO] - [Epoch 99]: Training Loss: 0.0011555, Valid MRR: 0.32007, + + + +2023-06-20 15:38:28,532 - yago11k_both_0.001 - [INFO] - [E:100| 0]: Train Loss:0.0011653, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:39:31,654 - yago11k_both_0.001 - [INFO] - [E:100| 100]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:40:34,757 - yago11k_both_0.001 - [INFO] - [E:100| 200]: Train Loss:0.0011529, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:41:37,822 - yago11k_both_0.001 - [INFO] - [E:100| 300]: Train Loss:0.0011548, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:42:40,906 - yago11k_both_0.001 - [INFO] - [E:100| 400]: Train Loss:0.0011543, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:43:43,939 - yago11k_both_0.001 - [INFO] - [E:100| 500]: Train Loss:0.0011545, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:44:46,545 - yago11k_both_0.001 - [INFO] - [E:100| 600]: Train Loss:0.0011545, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:44:46,546 - yago11k_both_0.001 - [INFO] - [Epoch:100]: Training Loss:0.001154 + +2023-06-20 15:44:46,761 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:44:58,820 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:45:10,727 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.41085, Head : 0.22719, Avg : 0.31902 + +2023-06-20 15:45:10,728 - yago11k_both_0.001 - [INFO] - [Epoch 100]: Training Loss: 0.0011545, Valid MRR: 0.32007, + + + +2023-06-20 15:45:11,365 - yago11k_both_0.001 - [INFO] - [E:101| 0]: Train Loss:0.0011474, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:46:14,372 - yago11k_both_0.001 - [INFO] - [E:101| 100]: Train Loss:0.001158, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:47:17,382 - yago11k_both_0.001 - [INFO] - [E:101| 200]: Train Loss:0.0011559, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:48:20,457 - yago11k_both_0.001 - [INFO] - [E:101| 300]: Train Loss:0.0011544, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:49:23,432 - yago11k_both_0.001 - [INFO] - [E:101| 400]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:50:26,459 - yago11k_both_0.001 - [INFO] - [E:101| 500]: Train Loss:0.0011538, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:51:29,016 - yago11k_both_0.001 - [INFO] - [E:101| 600]: Train Loss:0.0011541, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:51:29,017 - yago11k_both_0.001 - [INFO] - [Epoch:101]: Training Loss:0.001154 + +2023-06-20 15:51:29,232 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:51:41,276 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:51:53,166 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.39579, Head : 0.22778, Avg : 0.31179 + +2023-06-20 15:51:53,166 - yago11k_both_0.001 - [INFO] - [Epoch 101]: Training Loss: 0.0011541, Valid MRR: 0.32007, + + + +2023-06-20 15:51:53,804 - yago11k_both_0.001 - [INFO] - [E:102| 0]: Train Loss:0.0011474, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:52:56,818 - yago11k_both_0.001 - [INFO] - [E:102| 100]: Train Loss:0.0011503, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:53:59,924 - yago11k_both_0.001 - [INFO] - [E:102| 200]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:55:03,062 - yago11k_both_0.001 - [INFO] - [E:102| 300]: Train Loss:0.0011549, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:56:06,189 - yago11k_both_0.001 - [INFO] - [E:102| 400]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:57:09,303 - yago11k_both_0.001 - [INFO] - [E:102| 500]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:58:11,919 - yago11k_both_0.001 - [INFO] - [E:102| 600]: Train Loss:0.0011542, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:58:11,920 - yago11k_both_0.001 - [INFO] - [Epoch:102]: Training Loss:0.001154 + +2023-06-20 15:58:12,134 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:58:24,212 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 15:58:36,127 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.40629, Head : 0.22856, Avg : 0.31743 + +2023-06-20 15:58:36,127 - yago11k_both_0.001 - [INFO] - [Epoch 102]: Training Loss: 0.0011542, Valid MRR: 0.32007, + + + +2023-06-20 15:58:36,767 - yago11k_both_0.001 - [INFO] - [E:103| 0]: Train Loss:0.0011599, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 15:59:39,809 - yago11k_both_0.001 - [INFO] - [E:103| 100]: Train Loss:0.0011546, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:00:42,837 - yago11k_both_0.001 - [INFO] - [E:103| 200]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:01:45,821 - yago11k_both_0.001 - [INFO] - [E:103| 300]: Train Loss:0.0011533, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:02:48,871 - yago11k_both_0.001 - [INFO] - [E:103| 400]: Train Loss:0.0011532, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:03:51,916 - yago11k_both_0.001 - [INFO] - [E:103| 500]: Train Loss:0.0011535, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:04:54,557 - yago11k_both_0.001 - [INFO] - [E:103| 600]: Train Loss:0.0011537, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:04:54,557 - yago11k_both_0.001 - [INFO] - [Epoch:103]: Training Loss:0.001154 + +2023-06-20 16:04:54,771 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:05:06,834 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:05:18,742 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.40855, Head : 0.22694, Avg : 0.31774 + +2023-06-20 16:05:18,742 - yago11k_both_0.001 - [INFO] - [Epoch 103]: Training Loss: 0.0011537, Valid MRR: 0.32007, + + + +2023-06-20 16:05:19,379 - yago11k_both_0.001 - [INFO] - [E:104| 0]: Train Loss:0.0011298, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:06:22,415 - yago11k_both_0.001 - [INFO] - [E:104| 100]: Train Loss:0.0011518, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:07:25,524 - yago11k_both_0.001 - [INFO] - [E:104| 200]: Train Loss:0.0011522, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:08:28,500 - yago11k_both_0.001 - [INFO] - [E:104| 300]: Train Loss:0.0011529, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:09:31,548 - yago11k_both_0.001 - [INFO] - [E:104| 400]: Train Loss:0.0011524, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:10:34,581 - yago11k_both_0.001 - [INFO] - [E:104| 500]: Train Loss:0.0011525, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:11:37,219 - yago11k_both_0.001 - [INFO] - [E:104| 600]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:11:37,220 - yago11k_both_0.001 - [INFO] - [Epoch:104]: Training Loss:0.001153 + +2023-06-20 16:11:37,435 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:11:49,515 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:12:01,412 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.40999, Head : 0.22732, Avg : 0.31866 + +2023-06-20 16:12:01,412 - yago11k_both_0.001 - [INFO] - [Epoch 104]: Training Loss: 0.0011531, Valid MRR: 0.32007, + + + +2023-06-20 16:12:02,047 - yago11k_both_0.001 - [INFO] - [E:105| 0]: Train Loss:0.0011854, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:13:05,063 - yago11k_both_0.001 - [INFO] - [E:105| 100]: Train Loss:0.001152, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:14:08,021 - yago11k_both_0.001 - [INFO] - [E:105| 200]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:15:11,117 - yago11k_both_0.001 - [INFO] - [E:105| 300]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:16:14,182 - yago11k_both_0.001 - [INFO] - [E:105| 400]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:17:17,311 - yago11k_both_0.001 - [INFO] - [E:105| 500]: Train Loss:0.0011517, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:18:19,923 - yago11k_both_0.001 - [INFO] - [E:105| 600]: Train Loss:0.0011518, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:18:19,924 - yago11k_both_0.001 - [INFO] - [Epoch:105]: Training Loss:0.001152 + +2023-06-20 16:18:20,139 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:18:32,189 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:18:44,078 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.40824, Head : 0.22886, Avg : 0.31855 + +2023-06-20 16:18:44,078 - yago11k_both_0.001 - [INFO] - [Epoch 105]: Training Loss: 0.0011518, Valid MRR: 0.32007, + + + +2023-06-20 16:18:44,714 - yago11k_both_0.001 - [INFO] - [E:106| 0]: Train Loss:0.0011378, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:19:47,754 - yago11k_both_0.001 - [INFO] - [E:106| 100]: Train Loss:0.0011493, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:20:50,878 - yago11k_both_0.001 - [INFO] - [E:106| 200]: Train Loss:0.0011497, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:21:53,976 - yago11k_both_0.001 - [INFO] - [E:106| 300]: Train Loss:0.0011495, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:22:57,076 - yago11k_both_0.001 - [INFO] - [E:106| 400]: Train Loss:0.001152, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:24:00,123 - yago11k_both_0.001 - [INFO] - [E:106| 500]: Train Loss:0.001152, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:25:02,816 - yago11k_both_0.001 - [INFO] - [E:106| 600]: Train Loss:0.0011517, Val MRR:0.32007, yago11k_both_0.001 +2023-06-20 16:25:02,816 - yago11k_both_0.001 - [INFO] - [Epoch:106]: Training Loss:0.001152 + +2023-06-20 16:25:03,032 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:25:15,087 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:25:26,984 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.40911, Head : 0.23141, Avg : 0.32026 + +2023-06-20 16:25:27,950 - yago11k_both_0.001 - [INFO] - [Epoch 106]: Training Loss: 0.0011517, Valid MRR: 0.32026, + + + +2023-06-20 16:25:28,587 - yago11k_both_0.001 - [INFO] - [E:107| 0]: Train Loss:0.0011469, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:26:31,684 - yago11k_both_0.001 - [INFO] - [E:107| 100]: Train Loss:0.0011481, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:27:34,756 - yago11k_both_0.001 - [INFO] - [E:107| 200]: Train Loss:0.001148, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:28:37,840 - yago11k_both_0.001 - [INFO] - [E:107| 300]: Train Loss:0.0011491, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:29:40,928 - yago11k_both_0.001 - [INFO] - [E:107| 400]: Train Loss:0.0011504, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:30:44,020 - yago11k_both_0.001 - [INFO] - [E:107| 500]: Train Loss:0.0011506, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:31:46,673 - yago11k_both_0.001 - [INFO] - [E:107| 600]: Train Loss:0.0011511, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:31:46,673 - yago11k_both_0.001 - [INFO] - [Epoch:107]: Training Loss:0.001151 + +2023-06-20 16:31:46,888 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:31:58,950 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:32:10,847 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.41024, Head : 0.2292, Avg : 0.31972 + +2023-06-20 16:32:10,848 - yago11k_both_0.001 - [INFO] - [Epoch 107]: Training Loss: 0.0011511, Valid MRR: 0.32026, + + + +2023-06-20 16:32:11,484 - yago11k_both_0.001 - [INFO] - [E:108| 0]: Train Loss:0.0012085, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:33:14,601 - yago11k_both_0.001 - [INFO] - [E:108| 100]: Train Loss:0.001151, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:34:17,675 - yago11k_both_0.001 - [INFO] - [E:108| 200]: Train Loss:0.0011503, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:35:20,744 - yago11k_both_0.001 - [INFO] - [E:108| 300]: Train Loss:0.0011498, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:36:23,833 - yago11k_both_0.001 - [INFO] - [E:108| 400]: Train Loss:0.0011503, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:37:26,913 - yago11k_both_0.001 - [INFO] - [E:108| 500]: Train Loss:0.0011505, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:38:29,593 - yago11k_both_0.001 - [INFO] - [E:108| 600]: Train Loss:0.0011504, Val MRR:0.32026, yago11k_both_0.001 +2023-06-20 16:38:29,593 - yago11k_both_0.001 - [INFO] - [Epoch:108]: Training Loss:0.00115 + +2023-06-20 16:38:29,808 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:38:41,869 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:38:53,766 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.41733, Head : 0.2301, Avg : 0.32372 + +2023-06-20 16:38:54,731 - yago11k_both_0.001 - [INFO] - [Epoch 108]: Training Loss: 0.0011504, Valid MRR: 0.32372, + + + +2023-06-20 16:38:55,376 - yago11k_both_0.001 - [INFO] - [E:109| 0]: Train Loss:0.0012171, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:39:58,456 - yago11k_both_0.001 - [INFO] - [E:109| 100]: Train Loss:0.0011509, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:41:01,550 - yago11k_both_0.001 - [INFO] - [E:109| 200]: Train Loss:0.0011504, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:42:04,633 - yago11k_both_0.001 - [INFO] - [E:109| 300]: Train Loss:0.0011503, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:43:07,718 - yago11k_both_0.001 - [INFO] - [E:109| 400]: Train Loss:0.0011511, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:44:10,791 - yago11k_both_0.001 - [INFO] - [E:109| 500]: Train Loss:0.0011503, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:45:13,432 - yago11k_both_0.001 - [INFO] - [E:109| 600]: Train Loss:0.0011507, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:45:13,433 - yago11k_both_0.001 - [INFO] - [Epoch:109]: Training Loss:0.001151 + +2023-06-20 16:45:13,647 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:45:25,706 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:45:37,603 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.41233, Head : 0.22643, Avg : 0.31938 + MR: Tail : 1028.1, Head : 1247.3, Avg : 1137.7 + Hit-1: Tail : 0.33023, Head : 0.187, Avg : 0.25861 + Hit-3: Tail : 0.45207, Head : 0.22409, Avg : 0.33808 + Hit-10: Tail : 0.57669, Head : 0.30661, Avg : 0.44165 +2023-06-20 16:45:37,603 - yago11k_both_0.001 - [INFO] - [Epoch 109]: Training Loss: 0.0011507, Valid MRR: 0.32372, + + + +2023-06-20 16:45:38,241 - yago11k_both_0.001 - [INFO] - [E:110| 0]: Train Loss:0.0011258, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:46:41,351 - yago11k_both_0.001 - [INFO] - [E:110| 100]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:47:44,424 - yago11k_both_0.001 - [INFO] - [E:110| 200]: Train Loss:0.001149, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:48:47,494 - yago11k_both_0.001 - [INFO] - [E:110| 300]: Train Loss:0.0011493, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:49:50,589 - yago11k_both_0.001 - [INFO] - [E:110| 400]: Train Loss:0.0011496, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:50:53,653 - yago11k_both_0.001 - [INFO] - [E:110| 500]: Train Loss:0.0011499, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:51:56,289 - yago11k_both_0.001 - [INFO] - [E:110| 600]: Train Loss:0.0011504, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:51:56,290 - yago11k_both_0.001 - [INFO] - [Epoch:110]: Training Loss:0.00115 + +2023-06-20 16:51:56,504 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:52:08,561 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:52:20,457 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.40836, Head : 0.22953, Avg : 0.31895 + +2023-06-20 16:52:20,458 - yago11k_both_0.001 - [INFO] - [Epoch 110]: Training Loss: 0.0011504, Valid MRR: 0.32372, + + + +2023-06-20 16:52:21,096 - yago11k_both_0.001 - [INFO] - [E:111| 0]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:53:24,154 - yago11k_both_0.001 - [INFO] - [E:111| 100]: Train Loss:0.0011497, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:54:27,252 - yago11k_both_0.001 - [INFO] - [E:111| 200]: Train Loss:0.0011477, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:55:30,343 - yago11k_both_0.001 - [INFO] - [E:111| 300]: Train Loss:0.0011482, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:56:33,425 - yago11k_both_0.001 - [INFO] - [E:111| 400]: Train Loss:0.0011499, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:57:36,540 - yago11k_both_0.001 - [INFO] - [E:111| 500]: Train Loss:0.0011505, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:58:39,200 - yago11k_both_0.001 - [INFO] - [E:111| 600]: Train Loss:0.0011502, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 16:58:39,200 - yago11k_both_0.001 - [INFO] - [Epoch:111]: Training Loss:0.00115 + +2023-06-20 16:58:39,414 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:58:51,472 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 16:59:03,373 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.40684, Head : 0.22851, Avg : 0.31768 + +2023-06-20 16:59:03,374 - yago11k_both_0.001 - [INFO] - [Epoch 111]: Training Loss: 0.0011502, Valid MRR: 0.32372, + + + +2023-06-20 16:59:04,011 - yago11k_both_0.001 - [INFO] - [E:112| 0]: Train Loss:0.0011456, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:00:07,087 - yago11k_both_0.001 - [INFO] - [E:112| 100]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:01:10,173 - yago11k_both_0.001 - [INFO] - [E:112| 200]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:02:13,241 - yago11k_both_0.001 - [INFO] - [E:112| 300]: Train Loss:0.0011489, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:03:16,332 - yago11k_both_0.001 - [INFO] - [E:112| 400]: Train Loss:0.0011491, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:04:19,461 - yago11k_both_0.001 - [INFO] - [E:112| 500]: Train Loss:0.001149, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:05:22,129 - yago11k_both_0.001 - [INFO] - [E:112| 600]: Train Loss:0.0011491, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:05:22,129 - yago11k_both_0.001 - [INFO] - [Epoch:112]: Training Loss:0.001149 + +2023-06-20 17:05:22,344 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:05:34,411 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:05:46,308 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.41046, Head : 0.22753, Avg : 0.319 + +2023-06-20 17:05:46,308 - yago11k_both_0.001 - [INFO] - [Epoch 112]: Training Loss: 0.0011491, Valid MRR: 0.32372, + + + +2023-06-20 17:05:46,945 - yago11k_both_0.001 - [INFO] - [E:113| 0]: Train Loss:0.0011696, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:06:50,048 - yago11k_both_0.001 - [INFO] - [E:113| 100]: Train Loss:0.0011473, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:07:53,150 - yago11k_both_0.001 - [INFO] - [E:113| 200]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:08:56,251 - yago11k_both_0.001 - [INFO] - [E:113| 300]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:09:59,365 - yago11k_both_0.001 - [INFO] - [E:113| 400]: Train Loss:0.0011489, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:11:02,455 - yago11k_both_0.001 - [INFO] - [E:113| 500]: Train Loss:0.0011488, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:12:05,141 - yago11k_both_0.001 - [INFO] - [E:113| 600]: Train Loss:0.0011492, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:12:05,142 - yago11k_both_0.001 - [INFO] - [Epoch:113]: Training Loss:0.001149 + +2023-06-20 17:12:05,356 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:12:17,413 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:12:29,310 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.4104, Head : 0.22984, Avg : 0.32012 + +2023-06-20 17:12:29,310 - yago11k_both_0.001 - [INFO] - [Epoch 113]: Training Loss: 0.0011492, Valid MRR: 0.32372, + + + +2023-06-20 17:12:29,946 - yago11k_both_0.001 - [INFO] - [E:114| 0]: Train Loss:0.0011338, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:13:33,069 - yago11k_both_0.001 - [INFO] - [E:114| 100]: Train Loss:0.0011468, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:14:36,168 - yago11k_both_0.001 - [INFO] - [E:114| 200]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:15:39,254 - yago11k_both_0.001 - [INFO] - [E:114| 300]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:16:42,341 - yago11k_both_0.001 - [INFO] - [E:114| 400]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:17:45,446 - yago11k_both_0.001 - [INFO] - [E:114| 500]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:18:48,136 - yago11k_both_0.001 - [INFO] - [E:114| 600]: Train Loss:0.0011483, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:18:48,136 - yago11k_both_0.001 - [INFO] - [Epoch:114]: Training Loss:0.001148 + +2023-06-20 17:18:48,350 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:19:00,410 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:19:12,308 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.40608, Head : 0.22906, Avg : 0.31757 + +2023-06-20 17:19:12,308 - yago11k_both_0.001 - [INFO] - [Epoch 114]: Training Loss: 0.0011483, Valid MRR: 0.32372, + + + +2023-06-20 17:19:12,948 - yago11k_both_0.001 - [INFO] - [E:115| 0]: Train Loss:0.0011438, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:20:16,039 - yago11k_both_0.001 - [INFO] - [E:115| 100]: Train Loss:0.0011487, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:21:19,112 - yago11k_both_0.001 - [INFO] - [E:115| 200]: Train Loss:0.001147, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:22:22,201 - yago11k_both_0.001 - [INFO] - [E:115| 300]: Train Loss:0.0011474, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:23:25,304 - yago11k_both_0.001 - [INFO] - [E:115| 400]: Train Loss:0.0011473, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:24:28,389 - yago11k_both_0.001 - [INFO] - [E:115| 500]: Train Loss:0.0011482, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:25:31,047 - yago11k_both_0.001 - [INFO] - [E:115| 600]: Train Loss:0.0011481, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:25:31,047 - yago11k_both_0.001 - [INFO] - [Epoch:115]: Training Loss:0.001148 + +2023-06-20 17:25:31,261 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:25:43,318 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:25:55,211 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.4064, Head : 0.22835, Avg : 0.31737 + +2023-06-20 17:25:55,211 - yago11k_both_0.001 - [INFO] - [Epoch 115]: Training Loss: 0.0011481, Valid MRR: 0.32372, + + + +2023-06-20 17:25:55,848 - yago11k_both_0.001 - [INFO] - [E:116| 0]: Train Loss:0.0011303, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:26:58,954 - yago11k_both_0.001 - [INFO] - [E:116| 100]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:28:02,020 - yago11k_both_0.001 - [INFO] - [E:116| 200]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:29:05,119 - yago11k_both_0.001 - [INFO] - [E:116| 300]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:30:08,220 - yago11k_both_0.001 - [INFO] - [E:116| 400]: Train Loss:0.0011477, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:31:11,340 - yago11k_both_0.001 - [INFO] - [E:116| 500]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:32:14,011 - yago11k_both_0.001 - [INFO] - [E:116| 600]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:32:14,011 - yago11k_both_0.001 - [INFO] - [Epoch:116]: Training Loss:0.001148 + +2023-06-20 17:32:14,226 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:32:26,283 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:32:38,175 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.40627, Head : 0.22846, Avg : 0.31737 + +2023-06-20 17:32:38,175 - yago11k_both_0.001 - [INFO] - [Epoch 116]: Training Loss: 0.0011475, Valid MRR: 0.32372, + + + +2023-06-20 17:32:38,810 - yago11k_both_0.001 - [INFO] - [E:117| 0]: Train Loss:0.0011498, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:33:41,897 - yago11k_both_0.001 - [INFO] - [E:117| 100]: Train Loss:0.0011437, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:34:44,997 - yago11k_both_0.001 - [INFO] - [E:117| 200]: Train Loss:0.0011447, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:35:48,077 - yago11k_both_0.001 - [INFO] - [E:117| 300]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:36:51,163 - yago11k_both_0.001 - [INFO] - [E:117| 400]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:37:54,232 - yago11k_both_0.001 - [INFO] - [E:117| 500]: Train Loss:0.0011466, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:38:56,905 - yago11k_both_0.001 - [INFO] - [E:117| 600]: Train Loss:0.001147, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:38:56,906 - yago11k_both_0.001 - [INFO] - [Epoch:117]: Training Loss:0.001147 + +2023-06-20 17:38:57,121 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:39:09,178 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:39:21,070 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40772, Head : 0.228, Avg : 0.31786 + +2023-06-20 17:39:21,070 - yago11k_both_0.001 - [INFO] - [Epoch 117]: Training Loss: 0.001147, Valid MRR: 0.32372, + + + +2023-06-20 17:39:21,716 - yago11k_both_0.001 - [INFO] - [E:118| 0]: Train Loss:0.0012, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:40:24,831 - yago11k_both_0.001 - [INFO] - [E:118| 100]: Train Loss:0.0011434, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:41:27,925 - yago11k_both_0.001 - [INFO] - [E:118| 200]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:42:31,028 - yago11k_both_0.001 - [INFO] - [E:118| 300]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:43:34,120 - yago11k_both_0.001 - [INFO] - [E:118| 400]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:44:37,194 - yago11k_both_0.001 - [INFO] - [E:118| 500]: Train Loss:0.0011479, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:45:39,851 - yago11k_both_0.001 - [INFO] - [E:118| 600]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:45:39,851 - yago11k_both_0.001 - [INFO] - [Epoch:118]: Training Loss:0.001148 + +2023-06-20 17:45:40,066 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:45:52,125 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:46:04,021 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.40533, Head : 0.22946, Avg : 0.3174 + +2023-06-20 17:46:04,021 - yago11k_both_0.001 - [INFO] - [Epoch 118]: Training Loss: 0.0011478, Valid MRR: 0.32372, + + + +2023-06-20 17:46:04,657 - yago11k_both_0.001 - [INFO] - [E:119| 0]: Train Loss:0.0011571, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:47:07,745 - yago11k_both_0.001 - [INFO] - [E:119| 100]: Train Loss:0.0011488, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:48:10,842 - yago11k_both_0.001 - [INFO] - [E:119| 200]: Train Loss:0.0011474, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:49:13,930 - yago11k_both_0.001 - [INFO] - [E:119| 300]: Train Loss:0.0011463, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:50:17,004 - yago11k_both_0.001 - [INFO] - [E:119| 400]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:51:20,072 - yago11k_both_0.001 - [INFO] - [E:119| 500]: Train Loss:0.001147, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:52:22,732 - yago11k_both_0.001 - [INFO] - [E:119| 600]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:52:22,733 - yago11k_both_0.001 - [INFO] - [Epoch:119]: Training Loss:0.001147 + +2023-06-20 17:52:22,948 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:52:35,012 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:52:46,904 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.41388, Head : 0.23227, Avg : 0.32307 + MR: Tail : 992.69, Head : 1259.1, Avg : 1125.9 + Hit-1: Tail : 0.32967, Head : 0.19297, Avg : 0.26132 + Hit-3: Tail : 0.4579, Head : 0.2277, Avg : 0.3428 + Hit-10: Tail : 0.57919, Head : 0.30884, Avg : 0.44401 +2023-06-20 17:52:46,904 - yago11k_both_0.001 - [INFO] - [Epoch 119]: Training Loss: 0.0011472, Valid MRR: 0.32372, + + + +2023-06-20 17:52:47,547 - yago11k_both_0.001 - [INFO] - [E:120| 0]: Train Loss:0.0011264, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:53:50,649 - yago11k_both_0.001 - [INFO] - [E:120| 100]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:54:53,727 - yago11k_both_0.001 - [INFO] - [E:120| 200]: Train Loss:0.001146, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:55:56,800 - yago11k_both_0.001 - [INFO] - [E:120| 300]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:56:59,897 - yago11k_both_0.001 - [INFO] - [E:120| 400]: Train Loss:0.0011462, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:58:02,973 - yago11k_both_0.001 - [INFO] - [E:120| 500]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:59:05,638 - yago11k_both_0.001 - [INFO] - [E:120| 600]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 17:59:05,638 - yago11k_both_0.001 - [INFO] - [Epoch:120]: Training Loss:0.001147 + +2023-06-20 17:59:05,853 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:59:17,907 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 17:59:29,800 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.40506, Head : 0.22944, Avg : 0.31725 + +2023-06-20 17:59:29,801 - yago11k_both_0.001 - [INFO] - [Epoch 120]: Training Loss: 0.0011469, Valid MRR: 0.32372, + + + +2023-06-20 17:59:30,438 - yago11k_both_0.001 - [INFO] - [E:121| 0]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:00:33,550 - yago11k_both_0.001 - [INFO] - [E:121| 100]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:01:36,641 - yago11k_both_0.001 - [INFO] - [E:121| 200]: Train Loss:0.001145, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:02:39,728 - yago11k_both_0.001 - [INFO] - [E:121| 300]: Train Loss:0.001146, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:03:42,823 - yago11k_both_0.001 - [INFO] - [E:121| 400]: Train Loss:0.001146, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:04:45,924 - yago11k_both_0.001 - [INFO] - [E:121| 500]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:05:48,574 - yago11k_both_0.001 - [INFO] - [E:121| 600]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:05:48,574 - yago11k_both_0.001 - [INFO] - [Epoch:121]: Training Loss:0.001146 + +2023-06-20 18:05:48,789 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:06:00,853 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:06:12,746 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.41005, Head : 0.22685, Avg : 0.31845 + +2023-06-20 18:06:12,746 - yago11k_both_0.001 - [INFO] - [Epoch 121]: Training Loss: 0.0011464, Valid MRR: 0.32372, + + + +2023-06-20 18:06:13,381 - yago11k_both_0.001 - [INFO] - [E:122| 0]: Train Loss:0.0011352, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:07:16,476 - yago11k_both_0.001 - [INFO] - [E:122| 100]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:08:19,553 - yago11k_both_0.001 - [INFO] - [E:122| 200]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:09:22,619 - yago11k_both_0.001 - [INFO] - [E:122| 300]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:10:25,683 - yago11k_both_0.001 - [INFO] - [E:122| 400]: Train Loss:0.0011453, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:11:28,755 - yago11k_both_0.001 - [INFO] - [E:122| 500]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:12:31,423 - yago11k_both_0.001 - [INFO] - [E:122| 600]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:12:31,424 - yago11k_both_0.001 - [INFO] - [Epoch:122]: Training Loss:0.001146 + +2023-06-20 18:12:31,637 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:12:43,699 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:12:55,594 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.41293, Head : 0.23161, Avg : 0.32227 + +2023-06-20 18:12:55,595 - yago11k_both_0.001 - [INFO] - [Epoch 122]: Training Loss: 0.0011461, Valid MRR: 0.32372, + + + +2023-06-20 18:12:56,231 - yago11k_both_0.001 - [INFO] - [E:123| 0]: Train Loss:0.0011317, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:13:59,363 - yago11k_both_0.001 - [INFO] - [E:123| 100]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:15:02,443 - yago11k_both_0.001 - [INFO] - [E:123| 200]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:16:05,504 - yago11k_both_0.001 - [INFO] - [E:123| 300]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:17:08,598 - yago11k_both_0.001 - [INFO] - [E:123| 400]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:18:11,701 - yago11k_both_0.001 - [INFO] - [E:123| 500]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:19:14,381 - yago11k_both_0.001 - [INFO] - [E:123| 600]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:19:14,381 - yago11k_both_0.001 - [INFO] - [Epoch:123]: Training Loss:0.001146 + +2023-06-20 18:19:14,595 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:19:26,658 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:19:38,554 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.40696, Head : 0.22859, Avg : 0.31777 + +2023-06-20 18:19:38,554 - yago11k_both_0.001 - [INFO] - [Epoch 123]: Training Loss: 0.0011455, Valid MRR: 0.32372, + + + +2023-06-20 18:19:39,190 - yago11k_both_0.001 - [INFO] - [E:124| 0]: Train Loss:0.001127, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:20:42,314 - yago11k_both_0.001 - [INFO] - [E:124| 100]: Train Loss:0.0011436, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:21:45,421 - yago11k_both_0.001 - [INFO] - [E:124| 200]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:22:48,531 - yago11k_both_0.001 - [INFO] - [E:124| 300]: Train Loss:0.0011456, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:23:51,657 - yago11k_both_0.001 - [INFO] - [E:124| 400]: Train Loss:0.0011462, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:24:54,770 - yago11k_both_0.001 - [INFO] - [E:124| 500]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:25:57,432 - yago11k_both_0.001 - [INFO] - [E:124| 600]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:25:57,432 - yago11k_both_0.001 - [INFO] - [Epoch:124]: Training Loss:0.001146 + +2023-06-20 18:25:57,647 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:26:09,719 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:26:21,608 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.40998, Head : 0.22853, Avg : 0.31925 + +2023-06-20 18:26:21,608 - yago11k_both_0.001 - [INFO] - [Epoch 124]: Training Loss: 0.0011457, Valid MRR: 0.32372, + + + +2023-06-20 18:26:22,244 - yago11k_both_0.001 - [INFO] - [E:125| 0]: Train Loss:0.0011275, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:27:25,280 - yago11k_both_0.001 - [INFO] - [E:125| 100]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:28:28,331 - yago11k_both_0.001 - [INFO] - [E:125| 200]: Train Loss:0.0011435, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:29:31,366 - yago11k_both_0.001 - [INFO] - [E:125| 300]: Train Loss:0.001145, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:30:34,403 - yago11k_both_0.001 - [INFO] - [E:125| 400]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:31:37,451 - yago11k_both_0.001 - [INFO] - [E:125| 500]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:32:40,077 - yago11k_both_0.001 - [INFO] - [E:125| 600]: Train Loss:0.0011451, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:32:40,077 - yago11k_both_0.001 - [INFO] - [Epoch:125]: Training Loss:0.001145 + +2023-06-20 18:32:40,293 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:32:52,354 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:33:04,251 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.40816, Head : 0.23008, Avg : 0.31912 + +2023-06-20 18:33:04,251 - yago11k_both_0.001 - [INFO] - [Epoch 125]: Training Loss: 0.0011451, Valid MRR: 0.32372, + + + +2023-06-20 18:33:04,887 - yago11k_both_0.001 - [INFO] - [E:126| 0]: Train Loss:0.0011849, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:34:07,911 - yago11k_both_0.001 - [INFO] - [E:126| 100]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:35:10,947 - yago11k_both_0.001 - [INFO] - [E:126| 200]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:36:13,996 - yago11k_both_0.001 - [INFO] - [E:126| 300]: Train Loss:0.0011445, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:37:17,019 - yago11k_both_0.001 - [INFO] - [E:126| 400]: Train Loss:0.001144, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:38:20,052 - yago11k_both_0.001 - [INFO] - [E:126| 500]: Train Loss:0.0011444, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:39:22,649 - yago11k_both_0.001 - [INFO] - [E:126| 600]: Train Loss:0.001145, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:39:22,649 - yago11k_both_0.001 - [INFO] - [Epoch:126]: Training Loss:0.001145 + +2023-06-20 18:39:22,864 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:39:34,930 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:39:46,825 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.40576, Head : 0.22885, Avg : 0.31731 + +2023-06-20 18:39:46,825 - yago11k_both_0.001 - [INFO] - [Epoch 126]: Training Loss: 0.001145, Valid MRR: 0.32372, + + + +2023-06-20 18:39:47,459 - yago11k_both_0.001 - [INFO] - [E:127| 0]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:40:50,503 - yago11k_both_0.001 - [INFO] - [E:127| 100]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:41:53,535 - yago11k_both_0.001 - [INFO] - [E:127| 200]: Train Loss:0.0011451, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:42:56,556 - yago11k_both_0.001 - [INFO] - [E:127| 300]: Train Loss:0.0011445, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:43:59,562 - yago11k_both_0.001 - [INFO] - [E:127| 400]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:45:02,560 - yago11k_both_0.001 - [INFO] - [E:127| 500]: Train Loss:0.0011439, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:46:05,180 - yago11k_both_0.001 - [INFO] - [E:127| 600]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:46:05,180 - yago11k_both_0.001 - [INFO] - [Epoch:127]: Training Loss:0.001144 + +2023-06-20 18:46:05,395 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:46:17,444 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:46:29,340 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.40698, Head : 0.22966, Avg : 0.31832 + +2023-06-20 18:46:29,340 - yago11k_both_0.001 - [INFO] - [Epoch 127]: Training Loss: 0.0011441, Valid MRR: 0.32372, + + + +2023-06-20 18:46:29,978 - yago11k_both_0.001 - [INFO] - [E:128| 0]: Train Loss:0.0011539, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:47:33,013 - yago11k_both_0.001 - [INFO] - [E:128| 100]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:48:36,048 - yago11k_both_0.001 - [INFO] - [E:128| 200]: Train Loss:0.001142, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:49:39,066 - yago11k_both_0.001 - [INFO] - [E:128| 300]: Train Loss:0.0011439, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:50:42,099 - yago11k_both_0.001 - [INFO] - [E:128| 400]: Train Loss:0.0011442, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:51:45,143 - yago11k_both_0.001 - [INFO] - [E:128| 500]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:52:47,751 - yago11k_both_0.001 - [INFO] - [E:128| 600]: Train Loss:0.0011442, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:52:47,751 - yago11k_both_0.001 - [INFO] - [Epoch:128]: Training Loss:0.001144 + +2023-06-20 18:52:47,965 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:53:00,022 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:53:11,920 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.41628, Head : 0.22911, Avg : 0.3227 + +2023-06-20 18:53:11,920 - yago11k_both_0.001 - [INFO] - [Epoch 128]: Training Loss: 0.0011442, Valid MRR: 0.32372, + + + +2023-06-20 18:53:12,554 - yago11k_both_0.001 - [INFO] - [E:129| 0]: Train Loss:0.0011542, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:54:15,570 - yago11k_both_0.001 - [INFO] - [E:129| 100]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:55:18,587 - yago11k_both_0.001 - [INFO] - [E:129| 200]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:56:21,618 - yago11k_both_0.001 - [INFO] - [E:129| 300]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:57:24,639 - yago11k_both_0.001 - [INFO] - [E:129| 400]: Train Loss:0.0011427, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:58:27,670 - yago11k_both_0.001 - [INFO] - [E:129| 500]: Train Loss:0.0011427, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:59:30,265 - yago11k_both_0.001 - [INFO] - [E:129| 600]: Train Loss:0.0011438, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 18:59:30,266 - yago11k_both_0.001 - [INFO] - [Epoch:129]: Training Loss:0.001144 + +2023-06-20 18:59:30,479 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:59:42,529 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 18:59:54,418 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.40968, Head : 0.22806, Avg : 0.31887 + MR: Tail : 1004.2, Head : 1236.2, Avg : 1120.2 + Hit-1: Tail : 0.32315, Head : 0.18991, Avg : 0.25653 + Hit-3: Tail : 0.45165, Head : 0.22256, Avg : 0.33711 + Hit-10: Tail : 0.58294, Head : 0.30342, Avg : 0.44318 +2023-06-20 18:59:54,418 - yago11k_both_0.001 - [INFO] - [Epoch 129]: Training Loss: 0.0011438, Valid MRR: 0.32372, + + + +2023-06-20 18:59:55,055 - yago11k_both_0.001 - [INFO] - [E:130| 0]: Train Loss:0.0011574, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:00:58,094 - yago11k_both_0.001 - [INFO] - [E:130| 100]: Train Loss:0.0011433, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:02:01,139 - yago11k_both_0.001 - [INFO] - [E:130| 200]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:03:04,176 - yago11k_both_0.001 - [INFO] - [E:130| 300]: Train Loss:0.0011413, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:04:07,216 - yago11k_both_0.001 - [INFO] - [E:130| 400]: Train Loss:0.001142, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:05:10,230 - yago11k_both_0.001 - [INFO] - [E:130| 500]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:06:12,825 - yago11k_both_0.001 - [INFO] - [E:130| 600]: Train Loss:0.001143, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:06:12,825 - yago11k_both_0.001 - [INFO] - [Epoch:130]: Training Loss:0.001143 + +2023-06-20 19:06:13,041 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:06:25,102 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:06:37,005 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.41432, Head : 0.23218, Avg : 0.32325 + +2023-06-20 19:06:37,005 - yago11k_both_0.001 - [INFO] - [Epoch 130]: Training Loss: 0.001143, Valid MRR: 0.32372, + + + +2023-06-20 19:06:37,640 - yago11k_both_0.001 - [INFO] - [E:131| 0]: Train Loss:0.001131, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:07:40,672 - yago11k_both_0.001 - [INFO] - [E:131| 100]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:08:43,688 - yago11k_both_0.001 - [INFO] - [E:131| 200]: Train Loss:0.0011417, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:09:46,692 - yago11k_both_0.001 - [INFO] - [E:131| 300]: Train Loss:0.0011419, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:10:49,718 - yago11k_both_0.001 - [INFO] - [E:131| 400]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:11:52,766 - yago11k_both_0.001 - [INFO] - [E:131| 500]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:12:55,356 - yago11k_both_0.001 - [INFO] - [E:131| 600]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:12:55,357 - yago11k_both_0.001 - [INFO] - [Epoch:131]: Training Loss:0.001143 + +2023-06-20 19:12:55,572 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:13:07,625 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:13:19,521 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.40903, Head : 0.23032, Avg : 0.31968 + +2023-06-20 19:13:19,521 - yago11k_both_0.001 - [INFO] - [Epoch 131]: Training Loss: 0.0011431, Valid MRR: 0.32372, + + + +2023-06-20 19:13:20,155 - yago11k_both_0.001 - [INFO] - [E:132| 0]: Train Loss:0.0011648, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:14:23,186 - yago11k_both_0.001 - [INFO] - [E:132| 100]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:15:26,194 - yago11k_both_0.001 - [INFO] - [E:132| 200]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:16:29,201 - yago11k_both_0.001 - [INFO] - [E:132| 300]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:17:32,237 - yago11k_both_0.001 - [INFO] - [E:132| 400]: Train Loss:0.0011423, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:18:35,256 - yago11k_both_0.001 - [INFO] - [E:132| 500]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:19:37,862 - yago11k_both_0.001 - [INFO] - [E:132| 600]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:19:37,862 - yago11k_both_0.001 - [INFO] - [Epoch:132]: Training Loss:0.001143 + +2023-06-20 19:19:38,078 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:19:50,124 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:20:02,026 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.40316, Head : 0.22782, Avg : 0.31549 + +2023-06-20 19:20:02,026 - yago11k_both_0.001 - [INFO] - [Epoch 132]: Training Loss: 0.0011429, Valid MRR: 0.32372, + + + +2023-06-20 19:20:02,665 - yago11k_both_0.001 - [INFO] - [E:133| 0]: Train Loss:0.0011524, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:21:05,690 - yago11k_both_0.001 - [INFO] - [E:133| 100]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:22:08,704 - yago11k_both_0.001 - [INFO] - [E:133| 200]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:23:11,723 - yago11k_both_0.001 - [INFO] - [E:133| 300]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:24:14,761 - yago11k_both_0.001 - [INFO] - [E:133| 400]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:25:17,803 - yago11k_both_0.001 - [INFO] - [E:133| 500]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:26:20,418 - yago11k_both_0.001 - [INFO] - [E:133| 600]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:26:20,419 - yago11k_both_0.001 - [INFO] - [Epoch:133]: Training Loss:0.001143 + +2023-06-20 19:26:20,633 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:26:32,686 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:26:44,588 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.40883, Head : 0.23098, Avg : 0.31991 + +2023-06-20 19:26:44,588 - yago11k_both_0.001 - [INFO] - [Epoch 133]: Training Loss: 0.0011425, Valid MRR: 0.32372, + + + +2023-06-20 19:26:45,226 - yago11k_both_0.001 - [INFO] - [E:134| 0]: Train Loss:0.0011234, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:27:48,251 - yago11k_both_0.001 - [INFO] - [E:134| 100]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:28:51,272 - yago11k_both_0.001 - [INFO] - [E:134| 200]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:29:54,303 - yago11k_both_0.001 - [INFO] - [E:134| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:30:57,330 - yago11k_both_0.001 - [INFO] - [E:134| 400]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:32:00,380 - yago11k_both_0.001 - [INFO] - [E:134| 500]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:33:02,967 - yago11k_both_0.001 - [INFO] - [E:134| 600]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:33:02,967 - yago11k_both_0.001 - [INFO] - [Epoch:134]: Training Loss:0.001142 + +2023-06-20 19:33:03,182 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:33:15,230 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:33:27,118 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.41159, Head : 0.22982, Avg : 0.3207 + +2023-06-20 19:33:27,118 - yago11k_both_0.001 - [INFO] - [Epoch 134]: Training Loss: 0.0011424, Valid MRR: 0.32372, + + + +2023-06-20 19:33:27,754 - yago11k_both_0.001 - [INFO] - [E:135| 0]: Train Loss:0.0011415, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:34:30,772 - yago11k_both_0.001 - [INFO] - [E:135| 100]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:35:33,787 - yago11k_both_0.001 - [INFO] - [E:135| 200]: Train Loss:0.0011401, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:36:36,838 - yago11k_both_0.001 - [INFO] - [E:135| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:37:39,850 - yago11k_both_0.001 - [INFO] - [E:135| 400]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:38:42,855 - yago11k_both_0.001 - [INFO] - [E:135| 500]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:39:45,472 - yago11k_both_0.001 - [INFO] - [E:135| 600]: Train Loss:0.0011416, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:39:45,472 - yago11k_both_0.001 - [INFO] - [Epoch:135]: Training Loss:0.001142 + +2023-06-20 19:39:45,686 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:39:57,731 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:40:09,632 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.40643, Head : 0.23217, Avg : 0.3193 + +2023-06-20 19:40:09,632 - yago11k_both_0.001 - [INFO] - [Epoch 135]: Training Loss: 0.0011416, Valid MRR: 0.32372, + + + +2023-06-20 19:40:10,267 - yago11k_both_0.001 - [INFO] - [E:136| 0]: Train Loss:0.0011177, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:41:13,304 - yago11k_both_0.001 - [INFO] - [E:136| 100]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:42:16,333 - yago11k_both_0.001 - [INFO] - [E:136| 200]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:43:19,347 - yago11k_both_0.001 - [INFO] - [E:136| 300]: Train Loss:0.0011408, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:44:22,388 - yago11k_both_0.001 - [INFO] - [E:136| 400]: Train Loss:0.0011411, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:45:25,431 - yago11k_both_0.001 - [INFO] - [E:136| 500]: Train Loss:0.0011415, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:46:28,031 - yago11k_both_0.001 - [INFO] - [E:136| 600]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:46:28,032 - yago11k_both_0.001 - [INFO] - [Epoch:136]: Training Loss:0.001142 + +2023-06-20 19:46:28,248 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:46:40,301 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:46:52,196 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.40832, Head : 0.2292, Avg : 0.31876 + +2023-06-20 19:46:52,196 - yago11k_both_0.001 - [INFO] - [Epoch 136]: Training Loss: 0.0011418, Valid MRR: 0.32372, + + + +2023-06-20 19:46:52,833 - yago11k_both_0.001 - [INFO] - [E:137| 0]: Train Loss:0.0011508, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:47:55,855 - yago11k_both_0.001 - [INFO] - [E:137| 100]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:48:58,908 - yago11k_both_0.001 - [INFO] - [E:137| 200]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:50:01,925 - yago11k_both_0.001 - [INFO] - [E:137| 300]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:51:04,977 - yago11k_both_0.001 - [INFO] - [E:137| 400]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:52:08,021 - yago11k_both_0.001 - [INFO] - [E:137| 500]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:53:10,619 - yago11k_both_0.001 - [INFO] - [E:137| 600]: Train Loss:0.0011407, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:53:10,619 - yago11k_both_0.001 - [INFO] - [Epoch:137]: Training Loss:0.001141 + +2023-06-20 19:53:10,834 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:53:22,884 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 19:53:34,785 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.40902, Head : 0.231, Avg : 0.32001 + +2023-06-20 19:53:34,785 - yago11k_both_0.001 - [INFO] - [Epoch 137]: Training Loss: 0.0011407, Valid MRR: 0.32372, + + + +2023-06-20 19:53:35,420 - yago11k_both_0.001 - [INFO] - [E:138| 0]: Train Loss:0.0011748, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:54:38,434 - yago11k_both_0.001 - [INFO] - [E:138| 100]: Train Loss:0.0011413, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:55:41,451 - yago11k_both_0.001 - [INFO] - [E:138| 200]: Train Loss:0.0011409, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:56:44,450 - yago11k_both_0.001 - [INFO] - [E:138| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:57:47,469 - yago11k_both_0.001 - [INFO] - [E:138| 400]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:58:50,466 - yago11k_both_0.001 - [INFO] - [E:138| 500]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:59:53,071 - yago11k_both_0.001 - [INFO] - [E:138| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 19:59:53,071 - yago11k_both_0.001 - [INFO] - [Epoch:138]: Training Loss:0.001141 + +2023-06-20 19:59:53,287 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:00:05,337 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:00:17,239 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.40863, Head : 0.22772, Avg : 0.31818 + +2023-06-20 20:00:17,239 - yago11k_both_0.001 - [INFO] - [Epoch 138]: Training Loss: 0.001141, Valid MRR: 0.32372, + + + +2023-06-20 20:00:17,874 - yago11k_both_0.001 - [INFO] - [E:139| 0]: Train Loss:0.0011611, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:01:20,900 - yago11k_both_0.001 - [INFO] - [E:139| 100]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:02:23,931 - yago11k_both_0.001 - [INFO] - [E:139| 200]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:03:26,928 - yago11k_both_0.001 - [INFO] - [E:139| 300]: Train Loss:0.00114, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:04:29,957 - yago11k_both_0.001 - [INFO] - [E:139| 400]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:05:32,971 - yago11k_both_0.001 - [INFO] - [E:139| 500]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:06:35,574 - yago11k_both_0.001 - [INFO] - [E:139| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:06:35,574 - yago11k_both_0.001 - [INFO] - [Epoch:139]: Training Loss:0.001141 + +2023-06-20 20:06:35,790 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:06:47,836 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:06:59,737 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.41611, Head : 0.22618, Avg : 0.32115 + MR: Tail : 1014.1, Head : 1233.0, Avg : 1123.6 + Hit-1: Tail : 0.33343, Head : 0.18964, Avg : 0.26153 + Hit-3: Tail : 0.45457, Head : 0.22048, Avg : 0.33752 + Hit-10: Tail : 0.57822, Head : 0.29453, Avg : 0.43637 +2023-06-20 20:06:59,737 - yago11k_both_0.001 - [INFO] - [Epoch 139]: Training Loss: 0.001141, Valid MRR: 0.32372, + + + +2023-06-20 20:07:00,372 - yago11k_both_0.001 - [INFO] - [E:140| 0]: Train Loss:0.0011459, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:08:03,417 - yago11k_both_0.001 - [INFO] - [E:140| 100]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:09:06,445 - yago11k_both_0.001 - [INFO] - [E:140| 200]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:10:09,462 - yago11k_both_0.001 - [INFO] - [E:140| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:11:12,490 - yago11k_both_0.001 - [INFO] - [E:140| 400]: Train Loss:0.0011407, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:12:15,505 - yago11k_both_0.001 - [INFO] - [E:140| 500]: Train Loss:0.0011409, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:13:18,100 - yago11k_both_0.001 - [INFO] - [E:140| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:13:18,100 - yago11k_both_0.001 - [INFO] - [Epoch:140]: Training Loss:0.001141 + +2023-06-20 20:13:18,314 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:13:30,366 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:13:42,261 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.41386, Head : 0.22908, Avg : 0.32147 + +2023-06-20 20:13:42,261 - yago11k_both_0.001 - [INFO] - [Epoch 140]: Training Loss: 0.001141, Valid MRR: 0.32372, + + + +2023-06-20 20:13:42,898 - yago11k_both_0.001 - [INFO] - [E:141| 0]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:14:45,928 - yago11k_both_0.001 - [INFO] - [E:141| 100]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:15:48,941 - yago11k_both_0.001 - [INFO] - [E:141| 200]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:16:51,973 - yago11k_both_0.001 - [INFO] - [E:141| 300]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:17:55,004 - yago11k_both_0.001 - [INFO] - [E:141| 400]: Train Loss:0.0011398, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:18:58,017 - yago11k_both_0.001 - [INFO] - [E:141| 500]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:20:00,624 - yago11k_both_0.001 - [INFO] - [E:141| 600]: Train Loss:0.0011411, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:20:00,625 - yago11k_both_0.001 - [INFO] - [Epoch:141]: Training Loss:0.001141 + +2023-06-20 20:20:00,838 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:20:12,888 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:20:24,780 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.41233, Head : 0.23052, Avg : 0.32142 + +2023-06-20 20:20:24,781 - yago11k_both_0.001 - [INFO] - [Epoch 141]: Training Loss: 0.0011411, Valid MRR: 0.32372, + + + +2023-06-20 20:20:25,419 - yago11k_both_0.001 - [INFO] - [E:142| 0]: Train Loss:0.0011139, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:21:28,450 - yago11k_both_0.001 - [INFO] - [E:142| 100]: Train Loss:0.0011392, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:22:31,489 - yago11k_both_0.001 - [INFO] - [E:142| 200]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:23:34,534 - yago11k_both_0.001 - [INFO] - [E:142| 300]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:24:37,561 - yago11k_both_0.001 - [INFO] - [E:142| 400]: Train Loss:0.0011392, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:25:40,582 - yago11k_both_0.001 - [INFO] - [E:142| 500]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:26:43,215 - yago11k_both_0.001 - [INFO] - [E:142| 600]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:26:43,216 - yago11k_both_0.001 - [INFO] - [Epoch:142]: Training Loss:0.00114 + +2023-06-20 20:26:43,431 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:26:55,479 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:27:07,382 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.40948, Head : 0.23082, Avg : 0.32015 + +2023-06-20 20:27:07,382 - yago11k_both_0.001 - [INFO] - [Epoch 142]: Training Loss: 0.0011403, Valid MRR: 0.32372, + + + +2023-06-20 20:27:08,021 - yago11k_both_0.001 - [INFO] - [E:143| 0]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:28:11,060 - yago11k_both_0.001 - [INFO] - [E:143| 100]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:29:14,078 - yago11k_both_0.001 - [INFO] - [E:143| 200]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:30:17,097 - yago11k_both_0.001 - [INFO] - [E:143| 300]: Train Loss:0.0011406, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:31:20,135 - yago11k_both_0.001 - [INFO] - [E:143| 400]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:32:23,187 - yago11k_both_0.001 - [INFO] - [E:143| 500]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:33:25,802 - yago11k_both_0.001 - [INFO] - [E:143| 600]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:33:25,802 - yago11k_both_0.001 - [INFO] - [Epoch:143]: Training Loss:0.00114 + +2023-06-20 20:33:26,016 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:33:38,076 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:33:49,983 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.41311, Head : 0.22874, Avg : 0.32092 + +2023-06-20 20:33:49,984 - yago11k_both_0.001 - [INFO] - [Epoch 143]: Training Loss: 0.0011405, Valid MRR: 0.32372, + + + +2023-06-20 20:33:50,622 - yago11k_both_0.001 - [INFO] - [E:144| 0]: Train Loss:0.0011447, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:34:53,647 - yago11k_both_0.001 - [INFO] - [E:144| 100]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:35:56,681 - yago11k_both_0.001 - [INFO] - [E:144| 200]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:36:59,727 - yago11k_both_0.001 - [INFO] - [E:144| 300]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:38:02,783 - yago11k_both_0.001 - [INFO] - [E:144| 400]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:39:05,848 - yago11k_both_0.001 - [INFO] - [E:144| 500]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:40:08,453 - yago11k_both_0.001 - [INFO] - [E:144| 600]: Train Loss:0.0011401, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:40:08,453 - yago11k_both_0.001 - [INFO] - [Epoch:144]: Training Loss:0.00114 + +2023-06-20 20:40:08,668 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:40:20,719 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:40:32,614 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.41278, Head : 0.22983, Avg : 0.3213 + +2023-06-20 20:40:32,615 - yago11k_both_0.001 - [INFO] - [Epoch 144]: Training Loss: 0.0011401, Valid MRR: 0.32372, + + + +2023-06-20 20:40:33,250 - yago11k_both_0.001 - [INFO] - [E:145| 0]: Train Loss:0.001122, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:41:36,289 - yago11k_both_0.001 - [INFO] - [E:145| 100]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:42:39,330 - yago11k_both_0.001 - [INFO] - [E:145| 200]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:43:42,343 - yago11k_both_0.001 - [INFO] - [E:145| 300]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:44:45,354 - yago11k_both_0.001 - [INFO] - [E:145| 400]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:45:48,392 - yago11k_both_0.001 - [INFO] - [E:145| 500]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:46:50,992 - yago11k_both_0.001 - [INFO] - [E:145| 600]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:46:50,992 - yago11k_both_0.001 - [INFO] - [Epoch:145]: Training Loss:0.00114 + +2023-06-20 20:46:51,205 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:47:03,251 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:47:15,147 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.40574, Head : 0.23026, Avg : 0.318 + +2023-06-20 20:47:15,147 - yago11k_both_0.001 - [INFO] - [Epoch 145]: Training Loss: 0.0011396, Valid MRR: 0.32372, + + + +2023-06-20 20:47:15,784 - yago11k_both_0.001 - [INFO] - [E:146| 0]: Train Loss:0.0011213, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:48:18,849 - yago11k_both_0.001 - [INFO] - [E:146| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:49:21,951 - yago11k_both_0.001 - [INFO] - [E:146| 200]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:50:25,034 - yago11k_both_0.001 - [INFO] - [E:146| 300]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:51:28,080 - yago11k_both_0.001 - [INFO] - [E:146| 400]: Train Loss:0.0011391, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:52:31,072 - yago11k_both_0.001 - [INFO] - [E:146| 500]: Train Loss:0.0011391, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:53:33,627 - yago11k_both_0.001 - [INFO] - [E:146| 600]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:53:33,627 - yago11k_both_0.001 - [INFO] - [Epoch:146]: Training Loss:0.00114 + +2023-06-20 20:53:33,842 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:53:45,882 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 20:53:57,779 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.41032, Head : 0.23116, Avg : 0.32074 + +2023-06-20 20:53:57,779 - yago11k_both_0.001 - [INFO] - [Epoch 146]: Training Loss: 0.0011396, Valid MRR: 0.32372, + + + +2023-06-20 20:53:58,414 - yago11k_both_0.001 - [INFO] - [E:147| 0]: Train Loss:0.0011508, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:55:01,399 - yago11k_both_0.001 - [INFO] - [E:147| 100]: Train Loss:0.001137, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:56:04,445 - yago11k_both_0.001 - [INFO] - [E:147| 200]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:57:07,470 - yago11k_both_0.001 - [INFO] - [E:147| 300]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:58:10,470 - yago11k_both_0.001 - [INFO] - [E:147| 400]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 20:59:13,454 - yago11k_both_0.001 - [INFO] - [E:147| 500]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:00:16,025 - yago11k_both_0.001 - [INFO] - [E:147| 600]: Train Loss:0.001139, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:00:16,026 - yago11k_both_0.001 - [INFO] - [Epoch:147]: Training Loss:0.001139 + +2023-06-20 21:00:16,240 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:00:28,274 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:00:40,164 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.4122, Head : 0.23041, Avg : 0.3213 + +2023-06-20 21:00:40,165 - yago11k_both_0.001 - [INFO] - [Epoch 147]: Training Loss: 0.001139, Valid MRR: 0.32372, + + + +2023-06-20 21:00:40,801 - yago11k_both_0.001 - [INFO] - [E:148| 0]: Train Loss:0.0011307, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:01:43,791 - yago11k_both_0.001 - [INFO] - [E:148| 100]: Train Loss:0.001138, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:02:46,825 - yago11k_both_0.001 - [INFO] - [E:148| 200]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:03:49,840 - yago11k_both_0.001 - [INFO] - [E:148| 300]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:04:52,818 - yago11k_both_0.001 - [INFO] - [E:148| 400]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:05:55,839 - yago11k_both_0.001 - [INFO] - [E:148| 500]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:06:58,390 - yago11k_both_0.001 - [INFO] - [E:148| 600]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:06:58,391 - yago11k_both_0.001 - [INFO] - [Epoch:148]: Training Loss:0.001138 + +2023-06-20 21:06:58,605 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:07:10,656 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:07:22,550 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.40719, Head : 0.22891, Avg : 0.31805 + +2023-06-20 21:07:22,550 - yago11k_both_0.001 - [INFO] - [Epoch 148]: Training Loss: 0.0011385, Valid MRR: 0.32372, + + + +2023-06-20 21:07:23,193 - yago11k_both_0.001 - [INFO] - [E:149| 0]: Train Loss:0.0011381, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:08:26,186 - yago11k_both_0.001 - [INFO] - [E:149| 100]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:09:29,174 - yago11k_both_0.001 - [INFO] - [E:149| 200]: Train Loss:0.001137, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:10:32,144 - yago11k_both_0.001 - [INFO] - [E:149| 300]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:11:35,131 - yago11k_both_0.001 - [INFO] - [E:149| 400]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:12:38,105 - yago11k_both_0.001 - [INFO] - [E:149| 500]: Train Loss:0.0011384, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:13:40,671 - yago11k_both_0.001 - [INFO] - [E:149| 600]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:13:40,671 - yago11k_both_0.001 - [INFO] - [Epoch:149]: Training Loss:0.001139 + +2023-06-20 21:13:40,887 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:13:52,926 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:14:04,804 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.40793, Head : 0.23124, Avg : 0.31959 + MR: Tail : 1001.5, Head : 1247.2, Avg : 1124.3 + Hit-1: Tail : 0.31995, Head : 0.19394, Avg : 0.25695 + Hit-3: Tail : 0.45693, Head : 0.22854, Avg : 0.34273 + Hit-10: Tail : 0.57544, Head : 0.29953, Avg : 0.43748 +2023-06-20 21:14:04,804 - yago11k_both_0.001 - [INFO] - [Epoch 149]: Training Loss: 0.0011387, Valid MRR: 0.32372, + + + +2023-06-20 21:14:05,440 - yago11k_both_0.001 - [INFO] - [E:150| 0]: Train Loss:0.0011325, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:15:08,421 - yago11k_both_0.001 - [INFO] - [E:150| 100]: Train Loss:0.0011343, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:16:11,400 - yago11k_both_0.001 - [INFO] - [E:150| 200]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:17:14,361 - yago11k_both_0.001 - [INFO] - [E:150| 300]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:18:17,341 - yago11k_both_0.001 - [INFO] - [E:150| 400]: Train Loss:0.001138, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:19:20,315 - yago11k_both_0.001 - [INFO] - [E:150| 500]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:20:22,863 - yago11k_both_0.001 - [INFO] - [E:150| 600]: Train Loss:0.0011384, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:20:22,863 - yago11k_both_0.001 - [INFO] - [Epoch:150]: Training Loss:0.001138 + +2023-06-20 21:20:23,079 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:20:35,096 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:20:46,972 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.41467, Head : 0.23008, Avg : 0.32238 + +2023-06-20 21:20:46,972 - yago11k_both_0.001 - [INFO] - [Epoch 150]: Training Loss: 0.0011384, Valid MRR: 0.32372, + + + +2023-06-20 21:20:47,609 - yago11k_both_0.001 - [INFO] - [E:151| 0]: Train Loss:0.0011208, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:21:50,574 - yago11k_both_0.001 - [INFO] - [E:151| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:22:53,554 - yago11k_both_0.001 - [INFO] - [E:151| 200]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:23:56,530 - yago11k_both_0.001 - [INFO] - [E:151| 300]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:24:59,543 - yago11k_both_0.001 - [INFO] - [E:151| 400]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:26:02,536 - yago11k_both_0.001 - [INFO] - [E:151| 500]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:27:05,107 - yago11k_both_0.001 - [INFO] - [E:151| 600]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:27:05,107 - yago11k_both_0.001 - [INFO] - [Epoch:151]: Training Loss:0.001138 + +2023-06-20 21:27:05,320 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:27:17,347 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:27:29,217 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.41434, Head : 0.23279, Avg : 0.32356 + +2023-06-20 21:27:29,217 - yago11k_both_0.001 - [INFO] - [Epoch 151]: Training Loss: 0.0011383, Valid MRR: 0.32372, + + + +2023-06-20 21:27:29,854 - yago11k_both_0.001 - [INFO] - [E:152| 0]: Train Loss:0.0011433, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:28:32,836 - yago11k_both_0.001 - [INFO] - [E:152| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:29:35,826 - yago11k_both_0.001 - [INFO] - [E:152| 200]: Train Loss:0.0011393, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:30:38,835 - yago11k_both_0.001 - [INFO] - [E:152| 300]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:31:41,846 - yago11k_both_0.001 - [INFO] - [E:152| 400]: Train Loss:0.0011393, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:32:44,906 - yago11k_both_0.001 - [INFO] - [E:152| 500]: Train Loss:0.001139, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:33:47,520 - yago11k_both_0.001 - [INFO] - [E:152| 600]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:33:47,521 - yago11k_both_0.001 - [INFO] - [Epoch:152]: Training Loss:0.001138 + +2023-06-20 21:33:47,734 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:33:59,768 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:34:11,651 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.41175, Head : 0.22982, Avg : 0.32079 + +2023-06-20 21:34:11,651 - yago11k_both_0.001 - [INFO] - [Epoch 152]: Training Loss: 0.0011382, Valid MRR: 0.32372, + + + +2023-06-20 21:34:12,288 - yago11k_both_0.001 - [INFO] - [E:153| 0]: Train Loss:0.0011187, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:35:15,301 - yago11k_both_0.001 - [INFO] - [E:153| 100]: Train Loss:0.0011343, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:36:18,340 - yago11k_both_0.001 - [INFO] - [E:153| 200]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:37:21,347 - yago11k_both_0.001 - [INFO] - [E:153| 300]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:38:24,376 - yago11k_both_0.001 - [INFO] - [E:153| 400]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:39:27,409 - yago11k_both_0.001 - [INFO] - [E:153| 500]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:40:30,007 - yago11k_both_0.001 - [INFO] - [E:153| 600]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:40:30,007 - yago11k_both_0.001 - [INFO] - [Epoch:153]: Training Loss:0.001138 + +2023-06-20 21:40:30,222 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:40:42,267 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:40:54,157 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.40963, Head : 0.23137, Avg : 0.3205 + +2023-06-20 21:40:54,157 - yago11k_both_0.001 - [INFO] - [Epoch 153]: Training Loss: 0.0011377, Valid MRR: 0.32372, + + + +2023-06-20 21:40:54,793 - yago11k_both_0.001 - [INFO] - [E:154| 0]: Train Loss:0.0011226, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:41:57,825 - yago11k_both_0.001 - [INFO] - [E:154| 100]: Train Loss:0.0011354, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:43:00,867 - yago11k_both_0.001 - [INFO] - [E:154| 200]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:44:03,902 - yago11k_both_0.001 - [INFO] - [E:154| 300]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:45:06,950 - yago11k_both_0.001 - [INFO] - [E:154| 400]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:46:09,999 - yago11k_both_0.001 - [INFO] - [E:154| 500]: Train Loss:0.001137, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:47:12,586 - yago11k_both_0.001 - [INFO] - [E:154| 600]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:47:12,586 - yago11k_both_0.001 - [INFO] - [Epoch:154]: Training Loss:0.001138 + +2023-06-20 21:47:12,802 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:47:24,843 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:47:36,730 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.40977, Head : 0.23144, Avg : 0.32061 + +2023-06-20 21:47:36,730 - yago11k_both_0.001 - [INFO] - [Epoch 154]: Training Loss: 0.0011377, Valid MRR: 0.32372, + + + +2023-06-20 21:47:37,366 - yago11k_both_0.001 - [INFO] - [E:155| 0]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:48:40,390 - yago11k_both_0.001 - [INFO] - [E:155| 100]: Train Loss:0.001135, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:49:43,398 - yago11k_both_0.001 - [INFO] - [E:155| 200]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:50:46,405 - yago11k_both_0.001 - [INFO] - [E:155| 300]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:51:49,418 - yago11k_both_0.001 - [INFO] - [E:155| 400]: Train Loss:0.0011376, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:52:52,468 - yago11k_both_0.001 - [INFO] - [E:155| 500]: Train Loss:0.0011374, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:53:55,083 - yago11k_both_0.001 - [INFO] - [E:155| 600]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:53:55,083 - yago11k_both_0.001 - [INFO] - [Epoch:155]: Training Loss:0.001138 + +2023-06-20 21:53:55,298 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:54:07,342 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 21:54:19,226 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.41053, Head : 0.22805, Avg : 0.31929 + +2023-06-20 21:54:19,226 - yago11k_both_0.001 - [INFO] - [Epoch 155]: Training Loss: 0.0011379, Valid MRR: 0.32372, + + + +2023-06-20 21:54:19,863 - yago11k_both_0.001 - [INFO] - [E:156| 0]: Train Loss:0.0011315, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:55:22,889 - yago11k_both_0.001 - [INFO] - [E:156| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:56:25,919 - yago11k_both_0.001 - [INFO] - [E:156| 200]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:57:28,957 - yago11k_both_0.001 - [INFO] - [E:156| 300]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:58:31,977 - yago11k_both_0.001 - [INFO] - [E:156| 400]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 21:59:35,014 - yago11k_both_0.001 - [INFO] - [E:156| 500]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 22:00:37,772 - yago11k_both_0.001 - [INFO] - [E:156| 600]: Train Loss:0.0011367, Val MRR:0.32372, yago11k_both_0.001 +2023-06-20 22:00:37,773 - yago11k_both_0.001 - [INFO] - [Epoch:156]: Training Loss:0.001137 + +2023-06-20 22:00:37,988 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:00:50,044 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:01:01,948 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.4192, Head : 0.23226, Avg : 0.32573 + +2023-06-20 22:01:02,907 - yago11k_both_0.001 - [INFO] - [Epoch 156]: Training Loss: 0.0011367, Valid MRR: 0.32573, + + + +2023-06-20 22:01:03,559 - yago11k_both_0.001 - [INFO] - [E:157| 0]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:02:06,738 - yago11k_both_0.001 - [INFO] - [E:157| 100]: Train Loss:0.0011373, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:03:09,924 - yago11k_both_0.001 - [INFO] - [E:157| 200]: Train Loss:0.001137, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:04:13,111 - yago11k_both_0.001 - [INFO] - [E:157| 300]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:05:16,315 - yago11k_both_0.001 - [INFO] - [E:157| 400]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:06:19,494 - yago11k_both_0.001 - [INFO] - [E:157| 500]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:07:22,254 - yago11k_both_0.001 - [INFO] - [E:157| 600]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:07:22,254 - yago11k_both_0.001 - [INFO] - [Epoch:157]: Training Loss:0.001137 + +2023-06-20 22:07:22,470 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:07:34,525 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:07:46,427 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.41196, Head : 0.23031, Avg : 0.32114 + +2023-06-20 22:07:46,427 - yago11k_both_0.001 - [INFO] - [Epoch 157]: Training Loss: 0.0011366, Valid MRR: 0.32573, + + + +2023-06-20 22:07:47,065 - yago11k_both_0.001 - [INFO] - [E:158| 0]: Train Loss:0.0011215, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:08:50,262 - yago11k_both_0.001 - [INFO] - [E:158| 100]: Train Loss:0.001134, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:09:53,467 - yago11k_both_0.001 - [INFO] - [E:158| 200]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:10:56,663 - yago11k_both_0.001 - [INFO] - [E:158| 300]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:11:59,868 - yago11k_both_0.001 - [INFO] - [E:158| 400]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:13:03,073 - yago11k_both_0.001 - [INFO] - [E:158| 500]: Train Loss:0.0011356, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:14:05,844 - yago11k_both_0.001 - [INFO] - [E:158| 600]: Train Loss:0.0011362, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:14:05,845 - yago11k_both_0.001 - [INFO] - [Epoch:158]: Training Loss:0.001136 + +2023-06-20 22:14:06,060 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:14:18,262 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:14:30,166 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.41615, Head : 0.22736, Avg : 0.32175 + +2023-06-20 22:14:30,167 - yago11k_both_0.001 - [INFO] - [Epoch 158]: Training Loss: 0.0011362, Valid MRR: 0.32573, + + + +2023-06-20 22:14:30,804 - yago11k_both_0.001 - [INFO] - [E:159| 0]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:15:34,020 - yago11k_both_0.001 - [INFO] - [E:159| 100]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:16:37,199 - yago11k_both_0.001 - [INFO] - [E:159| 200]: Train Loss:0.001136, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:17:40,393 - yago11k_both_0.001 - [INFO] - [E:159| 300]: Train Loss:0.0011371, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:18:43,589 - yago11k_both_0.001 - [INFO] - [E:159| 400]: Train Loss:0.0011373, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:19:46,772 - yago11k_both_0.001 - [INFO] - [E:159| 500]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:20:49,540 - yago11k_both_0.001 - [INFO] - [E:159| 600]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:20:49,540 - yago11k_both_0.001 - [INFO] - [Epoch:159]: Training Loss:0.001137 + +2023-06-20 22:20:49,756 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:21:01,805 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:21:13,714 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.40985, Head : 0.2318, Avg : 0.32082 + MR: Tail : 1017.6, Head : 1253.9, Avg : 1135.8 + Hit-1: Tail : 0.32162, Head : 0.19353, Avg : 0.25757 + Hit-3: Tail : 0.45263, Head : 0.22701, Avg : 0.33982 + Hit-10: Tail : 0.58211, Head : 0.30578, Avg : 0.44394 +2023-06-20 22:21:13,714 - yago11k_both_0.001 - [INFO] - [Epoch 159]: Training Loss: 0.0011369, Valid MRR: 0.32573, + + + +2023-06-20 22:21:14,354 - yago11k_both_0.001 - [INFO] - [E:160| 0]: Train Loss:0.0011547, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:22:17,527 - yago11k_both_0.001 - [INFO] - [E:160| 100]: Train Loss:0.0011365, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:23:20,704 - yago11k_both_0.001 - [INFO] - [E:160| 200]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:24:23,880 - yago11k_both_0.001 - [INFO] - [E:160| 300]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:25:27,083 - yago11k_both_0.001 - [INFO] - [E:160| 400]: Train Loss:0.0011358, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:26:30,292 - yago11k_both_0.001 - [INFO] - [E:160| 500]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:27:33,061 - yago11k_both_0.001 - [INFO] - [E:160| 600]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:27:33,061 - yago11k_both_0.001 - [INFO] - [Epoch:160]: Training Loss:0.001137 + +2023-06-20 22:27:33,276 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:27:45,338 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:27:57,249 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.40915, Head : 0.22868, Avg : 0.31891 + +2023-06-20 22:27:57,249 - yago11k_both_0.001 - [INFO] - [Epoch 160]: Training Loss: 0.0011367, Valid MRR: 0.32573, + + + +2023-06-20 22:27:57,889 - yago11k_both_0.001 - [INFO] - [E:161| 0]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:29:01,098 - yago11k_both_0.001 - [INFO] - [E:161| 100]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:30:04,303 - yago11k_both_0.001 - [INFO] - [E:161| 200]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:31:07,517 - yago11k_both_0.001 - [INFO] - [E:161| 300]: Train Loss:0.0011368, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:32:10,724 - yago11k_both_0.001 - [INFO] - [E:161| 400]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:33:13,908 - yago11k_both_0.001 - [INFO] - [E:161| 500]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:34:16,691 - yago11k_both_0.001 - [INFO] - [E:161| 600]: Train Loss:0.0011363, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:34:16,691 - yago11k_both_0.001 - [INFO] - [Epoch:161]: Training Loss:0.001136 + +2023-06-20 22:34:16,906 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:34:28,968 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:34:40,882 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.41033, Head : 0.23278, Avg : 0.32156 + +2023-06-20 22:34:40,882 - yago11k_both_0.001 - [INFO] - [Epoch 161]: Training Loss: 0.0011363, Valid MRR: 0.32573, + + + +2023-06-20 22:34:41,520 - yago11k_both_0.001 - [INFO] - [E:162| 0]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:35:44,717 - yago11k_both_0.001 - [INFO] - [E:162| 100]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:36:47,924 - yago11k_both_0.001 - [INFO] - [E:162| 200]: Train Loss:0.0011343, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:37:51,128 - yago11k_both_0.001 - [INFO] - [E:162| 300]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:38:54,341 - yago11k_both_0.001 - [INFO] - [E:162| 400]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:39:57,570 - yago11k_both_0.001 - [INFO] - [E:162| 500]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:41:00,365 - yago11k_both_0.001 - [INFO] - [E:162| 600]: Train Loss:0.001136, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:41:00,365 - yago11k_both_0.001 - [INFO] - [Epoch:162]: Training Loss:0.001136 + +2023-06-20 22:41:00,579 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:41:12,633 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:41:24,544 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.41639, Head : 0.23128, Avg : 0.32383 + +2023-06-20 22:41:24,544 - yago11k_both_0.001 - [INFO] - [Epoch 162]: Training Loss: 0.001136, Valid MRR: 0.32573, + + + +2023-06-20 22:41:25,182 - yago11k_both_0.001 - [INFO] - [E:163| 0]: Train Loss:0.0011572, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:42:28,368 - yago11k_both_0.001 - [INFO] - [E:163| 100]: Train Loss:0.001133, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:43:31,552 - yago11k_both_0.001 - [INFO] - [E:163| 200]: Train Loss:0.0011348, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:44:34,730 - yago11k_both_0.001 - [INFO] - [E:163| 300]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:45:37,917 - yago11k_both_0.001 - [INFO] - [E:163| 400]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:46:41,104 - yago11k_both_0.001 - [INFO] - [E:163| 500]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:47:43,868 - yago11k_both_0.001 - [INFO] - [E:163| 600]: Train Loss:0.0011359, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:47:43,868 - yago11k_both_0.001 - [INFO] - [Epoch:163]: Training Loss:0.001136 + +2023-06-20 22:47:44,082 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:47:56,141 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:48:08,057 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.41193, Head : 0.2332, Avg : 0.32256 + +2023-06-20 22:48:08,058 - yago11k_both_0.001 - [INFO] - [Epoch 163]: Training Loss: 0.0011359, Valid MRR: 0.32573, + + + +2023-06-20 22:48:08,703 - yago11k_both_0.001 - [INFO] - [E:164| 0]: Train Loss:0.0011473, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:49:11,898 - yago11k_both_0.001 - [INFO] - [E:164| 100]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:50:14,999 - yago11k_both_0.001 - [INFO] - [E:164| 200]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:51:18,045 - yago11k_both_0.001 - [INFO] - [E:164| 300]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:52:21,121 - yago11k_both_0.001 - [INFO] - [E:164| 400]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:53:24,162 - yago11k_both_0.001 - [INFO] - [E:164| 500]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:54:26,777 - yago11k_both_0.001 - [INFO] - [E:164| 600]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:54:26,778 - yago11k_both_0.001 - [INFO] - [Epoch:164]: Training Loss:0.001135 + +2023-06-20 22:54:26,992 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:54:39,044 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 22:54:50,945 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.41065, Head : 0.23114, Avg : 0.3209 + +2023-06-20 22:54:50,945 - yago11k_both_0.001 - [INFO] - [Epoch 164]: Training Loss: 0.0011351, Valid MRR: 0.32573, + + + +2023-06-20 22:54:51,583 - yago11k_both_0.001 - [INFO] - [E:165| 0]: Train Loss:0.0011209, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:55:54,714 - yago11k_both_0.001 - [INFO] - [E:165| 100]: Train Loss:0.0011375, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:56:57,837 - yago11k_both_0.001 - [INFO] - [E:165| 200]: Train Loss:0.0011372, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:58:00,964 - yago11k_both_0.001 - [INFO] - [E:165| 300]: Train Loss:0.0011374, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 22:59:04,069 - yago11k_both_0.001 - [INFO] - [E:165| 400]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:00:07,190 - yago11k_both_0.001 - [INFO] - [E:165| 500]: Train Loss:0.001136, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:01:09,987 - yago11k_both_0.001 - [INFO] - [E:165| 600]: Train Loss:0.0011364, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:01:09,987 - yago11k_both_0.001 - [INFO] - [Epoch:165]: Training Loss:0.001136 + +2023-06-20 23:01:10,202 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:01:22,254 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:01:34,151 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.40559, Head : 0.22948, Avg : 0.31753 + +2023-06-20 23:01:34,151 - yago11k_both_0.001 - [INFO] - [Epoch 165]: Training Loss: 0.0011364, Valid MRR: 0.32573, + + + +2023-06-20 23:01:34,791 - yago11k_both_0.001 - [INFO] - [E:166| 0]: Train Loss:0.0011359, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:02:37,942 - yago11k_both_0.001 - [INFO] - [E:166| 100]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:03:41,072 - yago11k_both_0.001 - [INFO] - [E:166| 200]: Train Loss:0.0011356, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:04:44,181 - yago11k_both_0.001 - [INFO] - [E:166| 300]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:05:47,302 - yago11k_both_0.001 - [INFO] - [E:166| 400]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:06:50,395 - yago11k_both_0.001 - [INFO] - [E:166| 500]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:07:53,091 - yago11k_both_0.001 - [INFO] - [E:166| 600]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:07:53,092 - yago11k_both_0.001 - [INFO] - [Epoch:166]: Training Loss:0.001135 + +2023-06-20 23:07:53,306 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:08:05,357 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:08:17,259 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.40645, Head : 0.23166, Avg : 0.31905 + +2023-06-20 23:08:17,259 - yago11k_both_0.001 - [INFO] - [Epoch 166]: Training Loss: 0.0011353, Valid MRR: 0.32573, + + + +2023-06-20 23:08:17,894 - yago11k_both_0.001 - [INFO] - [E:167| 0]: Train Loss:0.0011156, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:09:21,012 - yago11k_both_0.001 - [INFO] - [E:167| 100]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:10:24,118 - yago11k_both_0.001 - [INFO] - [E:167| 200]: Train Loss:0.001136, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:11:27,215 - yago11k_both_0.001 - [INFO] - [E:167| 300]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:12:30,336 - yago11k_both_0.001 - [INFO] - [E:167| 400]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:13:33,451 - yago11k_both_0.001 - [INFO] - [E:167| 500]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:14:36,131 - yago11k_both_0.001 - [INFO] - [E:167| 600]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:14:36,131 - yago11k_both_0.001 - [INFO] - [Epoch:167]: Training Loss:0.001135 + +2023-06-20 23:14:36,346 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:14:48,394 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:15:00,300 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.40935, Head : 0.22912, Avg : 0.31924 + +2023-06-20 23:15:00,300 - yago11k_both_0.001 - [INFO] - [Epoch 167]: Training Loss: 0.0011354, Valid MRR: 0.32573, + + + +2023-06-20 23:15:00,937 - yago11k_both_0.001 - [INFO] - [E:168| 0]: Train Loss:0.0011204, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:16:04,069 - yago11k_both_0.001 - [INFO] - [E:168| 100]: Train Loss:0.0011344, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:17:07,162 - yago11k_both_0.001 - [INFO] - [E:168| 200]: Train Loss:0.0011346, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:18:10,236 - yago11k_both_0.001 - [INFO] - [E:168| 300]: Train Loss:0.001135, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:19:13,350 - yago11k_both_0.001 - [INFO] - [E:168| 400]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:20:16,430 - yago11k_both_0.001 - [INFO] - [E:168| 500]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:21:19,102 - yago11k_both_0.001 - [INFO] - [E:168| 600]: Train Loss:0.0011347, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:21:19,102 - yago11k_both_0.001 - [INFO] - [Epoch:168]: Training Loss:0.001135 + +2023-06-20 23:21:19,318 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:21:31,369 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:21:43,265 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.41195, Head : 0.23093, Avg : 0.32144 + +2023-06-20 23:21:43,265 - yago11k_both_0.001 - [INFO] - [Epoch 168]: Training Loss: 0.0011347, Valid MRR: 0.32573, + + + +2023-06-20 23:21:43,905 - yago11k_both_0.001 - [INFO] - [E:169| 0]: Train Loss:0.0011153, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:22:47,009 - yago11k_both_0.001 - [INFO] - [E:169| 100]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:23:50,103 - yago11k_both_0.001 - [INFO] - [E:169| 200]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:24:53,226 - yago11k_both_0.001 - [INFO] - [E:169| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:25:56,333 - yago11k_both_0.001 - [INFO] - [E:169| 400]: Train Loss:0.0011344, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:26:59,457 - yago11k_both_0.001 - [INFO] - [E:169| 500]: Train Loss:0.0011348, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:28:02,153 - yago11k_both_0.001 - [INFO] - [E:169| 600]: Train Loss:0.0011346, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:28:02,153 - yago11k_both_0.001 - [INFO] - [Epoch:169]: Training Loss:0.001135 + +2023-06-20 23:28:02,367 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:28:14,423 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:28:26,339 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.41592, Head : 0.22875, Avg : 0.32233 + MR: Tail : 1024.1, Head : 1255.3, Avg : 1139.7 + Hit-1: Tail : 0.32967, Head : 0.19116, Avg : 0.26042 + Hit-3: Tail : 0.46082, Head : 0.22395, Avg : 0.34239 + Hit-10: Tail : 0.5828, Head : 0.30481, Avg : 0.4438 +2023-06-20 23:28:26,339 - yago11k_both_0.001 - [INFO] - [Epoch 169]: Training Loss: 0.0011346, Valid MRR: 0.32573, + + + +2023-06-20 23:28:26,976 - yago11k_both_0.001 - [INFO] - [E:170| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:29:30,074 - yago11k_both_0.001 - [INFO] - [E:170| 100]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:30:33,173 - yago11k_both_0.001 - [INFO] - [E:170| 200]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:31:36,272 - yago11k_both_0.001 - [INFO] - [E:170| 300]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:32:39,373 - yago11k_both_0.001 - [INFO] - [E:170| 400]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:33:42,451 - yago11k_both_0.001 - [INFO] - [E:170| 500]: Train Loss:0.001134, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:34:45,122 - yago11k_both_0.001 - [INFO] - [E:170| 600]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:34:45,123 - yago11k_both_0.001 - [INFO] - [Epoch:170]: Training Loss:0.001135 + +2023-06-20 23:34:45,337 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:34:57,384 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:35:09,302 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.41075, Head : 0.23084, Avg : 0.3208 + +2023-06-20 23:35:09,302 - yago11k_both_0.001 - [INFO] - [Epoch 170]: Training Loss: 0.0011345, Valid MRR: 0.32573, + + + +2023-06-20 23:35:09,950 - yago11k_both_0.001 - [INFO] - [E:171| 0]: Train Loss:0.0011537, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:36:13,075 - yago11k_both_0.001 - [INFO] - [E:171| 100]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:37:16,180 - yago11k_both_0.001 - [INFO] - [E:171| 200]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:38:19,290 - yago11k_both_0.001 - [INFO] - [E:171| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:39:22,405 - yago11k_both_0.001 - [INFO] - [E:171| 400]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:40:25,527 - yago11k_both_0.001 - [INFO] - [E:171| 500]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:41:28,221 - yago11k_both_0.001 - [INFO] - [E:171| 600]: Train Loss:0.0011347, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:41:28,222 - yago11k_both_0.001 - [INFO] - [Epoch:171]: Training Loss:0.001135 + +2023-06-20 23:41:28,438 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:41:40,485 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:41:52,386 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.40677, Head : 0.22985, Avg : 0.31831 + +2023-06-20 23:41:52,386 - yago11k_both_0.001 - [INFO] - [Epoch 171]: Training Loss: 0.0011347, Valid MRR: 0.32573, + + + +2023-06-20 23:41:53,022 - yago11k_both_0.001 - [INFO] - [E:172| 0]: Train Loss:0.0011151, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:42:56,090 - yago11k_both_0.001 - [INFO] - [E:172| 100]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:43:59,128 - yago11k_both_0.001 - [INFO] - [E:172| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:45:02,180 - yago11k_both_0.001 - [INFO] - [E:172| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:46:05,208 - yago11k_both_0.001 - [INFO] - [E:172| 400]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:47:08,257 - yago11k_both_0.001 - [INFO] - [E:172| 500]: Train Loss:0.0011332, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:48:10,915 - yago11k_both_0.001 - [INFO] - [E:172| 600]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:48:10,915 - yago11k_both_0.001 - [INFO] - [Epoch:172]: Training Loss:0.001134 + +2023-06-20 23:48:11,136 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:48:23,185 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:48:35,087 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.41137, Head : 0.22897, Avg : 0.32017 + +2023-06-20 23:48:35,087 - yago11k_both_0.001 - [INFO] - [Epoch 172]: Training Loss: 0.0011339, Valid MRR: 0.32573, + + + +2023-06-20 23:48:35,723 - yago11k_both_0.001 - [INFO] - [E:173| 0]: Train Loss:0.0011497, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:49:38,756 - yago11k_both_0.001 - [INFO] - [E:173| 100]: Train Loss:0.0011341, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:50:41,803 - yago11k_both_0.001 - [INFO] - [E:173| 200]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:51:44,927 - yago11k_both_0.001 - [INFO] - [E:173| 300]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:52:48,054 - yago11k_both_0.001 - [INFO] - [E:173| 400]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:53:51,219 - yago11k_both_0.001 - [INFO] - [E:173| 500]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:54:53,925 - yago11k_both_0.001 - [INFO] - [E:173| 600]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:54:53,926 - yago11k_both_0.001 - [INFO] - [Epoch:173]: Training Loss:0.001134 + +2023-06-20 23:54:54,140 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:55:06,195 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-20 23:55:18,105 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.41158, Head : 0.23133, Avg : 0.32146 + +2023-06-20 23:55:18,106 - yago11k_both_0.001 - [INFO] - [Epoch 173]: Training Loss: 0.0011339, Valid MRR: 0.32573, + + + +2023-06-20 23:55:18,747 - yago11k_both_0.001 - [INFO] - [E:174| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:56:21,846 - yago11k_both_0.001 - [INFO] - [E:174| 100]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:57:24,956 - yago11k_both_0.001 - [INFO] - [E:174| 200]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:58:28,066 - yago11k_both_0.001 - [INFO] - [E:174| 300]: Train Loss:0.0011334, Val MRR:0.32573, yago11k_both_0.001 +2023-06-20 23:59:31,188 - yago11k_both_0.001 - [INFO] - [E:174| 400]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:00:34,295 - yago11k_both_0.001 - [INFO] - [E:174| 500]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:01:36,968 - yago11k_both_0.001 - [INFO] - [E:174| 600]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:01:36,969 - yago11k_both_0.001 - [INFO] - [Epoch:174]: Training Loss:0.001134 + +2023-06-21 00:01:37,184 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:01:49,240 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:02:01,145 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.40708, Head : 0.22899, Avg : 0.31803 + +2023-06-21 00:02:01,146 - yago11k_both_0.001 - [INFO] - [Epoch 174]: Training Loss: 0.0011338, Valid MRR: 0.32573, + + + +2023-06-21 00:02:01,787 - yago11k_both_0.001 - [INFO] - [E:175| 0]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:03:04,879 - yago11k_both_0.001 - [INFO] - [E:175| 100]: Train Loss:0.0011322, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:04:07,982 - yago11k_both_0.001 - [INFO] - [E:175| 200]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:05:11,087 - yago11k_both_0.001 - [INFO] - [E:175| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:06:14,193 - yago11k_both_0.001 - [INFO] - [E:175| 400]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:07:17,269 - yago11k_both_0.001 - [INFO] - [E:175| 500]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:08:19,931 - yago11k_both_0.001 - [INFO] - [E:175| 600]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:08:19,931 - yago11k_both_0.001 - [INFO] - [Epoch:175]: Training Loss:0.001134 + +2023-06-21 00:08:20,146 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:08:32,194 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:08:44,091 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.41507, Head : 0.22969, Avg : 0.32238 + +2023-06-21 00:08:44,091 - yago11k_both_0.001 - [INFO] - [Epoch 175]: Training Loss: 0.0011338, Valid MRR: 0.32573, + + + +2023-06-21 00:08:44,726 - yago11k_both_0.001 - [INFO] - [E:176| 0]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:09:47,813 - yago11k_both_0.001 - [INFO] - [E:176| 100]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:10:50,910 - yago11k_both_0.001 - [INFO] - [E:176| 200]: Train Loss:0.0011332, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:11:54,022 - yago11k_both_0.001 - [INFO] - [E:176| 300]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:12:57,136 - yago11k_both_0.001 - [INFO] - [E:176| 400]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:14:00,222 - yago11k_both_0.001 - [INFO] - [E:176| 500]: Train Loss:0.0011333, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:15:02,871 - yago11k_both_0.001 - [INFO] - [E:176| 600]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:15:02,872 - yago11k_both_0.001 - [INFO] - [Epoch:176]: Training Loss:0.001134 + +2023-06-21 00:15:03,086 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:15:15,137 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:15:27,034 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.40966, Head : 0.23007, Avg : 0.31987 + +2023-06-21 00:15:27,035 - yago11k_both_0.001 - [INFO] - [Epoch 176]: Training Loss: 0.0011336, Valid MRR: 0.32573, + + + +2023-06-21 00:15:27,672 - yago11k_both_0.001 - [INFO] - [E:177| 0]: Train Loss:0.0011657, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:16:30,789 - yago11k_both_0.001 - [INFO] - [E:177| 100]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:17:33,881 - yago11k_both_0.001 - [INFO] - [E:177| 200]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:18:36,956 - yago11k_both_0.001 - [INFO] - [E:177| 300]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:19:40,048 - yago11k_both_0.001 - [INFO] - [E:177| 400]: Train Loss:0.0011333, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:20:43,163 - yago11k_both_0.001 - [INFO] - [E:177| 500]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:21:45,823 - yago11k_both_0.001 - [INFO] - [E:177| 600]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:21:45,824 - yago11k_both_0.001 - [INFO] - [Epoch:177]: Training Loss:0.001134 + +2023-06-21 00:21:46,039 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:21:58,092 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:22:09,997 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.41404, Head : 0.23083, Avg : 0.32243 + +2023-06-21 00:22:09,997 - yago11k_both_0.001 - [INFO] - [Epoch 177]: Training Loss: 0.0011335, Valid MRR: 0.32573, + + + +2023-06-21 00:22:10,640 - yago11k_both_0.001 - [INFO] - [E:178| 0]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:23:13,709 - yago11k_both_0.001 - [INFO] - [E:178| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:24:16,827 - yago11k_both_0.001 - [INFO] - [E:178| 200]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:25:19,921 - yago11k_both_0.001 - [INFO] - [E:178| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:26:23,012 - yago11k_both_0.001 - [INFO] - [E:178| 400]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:27:26,090 - yago11k_both_0.001 - [INFO] - [E:178| 500]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:28:28,775 - yago11k_both_0.001 - [INFO] - [E:178| 600]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:28:28,775 - yago11k_both_0.001 - [INFO] - [Epoch:178]: Training Loss:0.001133 + +2023-06-21 00:28:28,989 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:28:41,037 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:28:52,935 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.40863, Head : 0.23027, Avg : 0.31945 + +2023-06-21 00:28:52,935 - yago11k_both_0.001 - [INFO] - [Epoch 178]: Training Loss: 0.0011329, Valid MRR: 0.32573, + + + +2023-06-21 00:28:53,573 - yago11k_both_0.001 - [INFO] - [E:179| 0]: Train Loss:0.0011494, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:29:56,664 - yago11k_both_0.001 - [INFO] - [E:179| 100]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:30:59,780 - yago11k_both_0.001 - [INFO] - [E:179| 200]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:32:02,873 - yago11k_both_0.001 - [INFO] - [E:179| 300]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:33:06,004 - yago11k_both_0.001 - [INFO] - [E:179| 400]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:34:09,086 - yago11k_both_0.001 - [INFO] - [E:179| 500]: Train Loss:0.001133, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:35:11,785 - yago11k_both_0.001 - [INFO] - [E:179| 600]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:35:11,785 - yago11k_both_0.001 - [INFO] - [Epoch:179]: Training Loss:0.001134 + +2023-06-21 00:35:11,999 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:35:24,041 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:35:35,934 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.41624, Head : 0.22984, Avg : 0.32304 + MR: Tail : 981.06, Head : 1229.7, Avg : 1105.4 + Hit-1: Tail : 0.33065, Head : 0.19116, Avg : 0.26091 + Hit-3: Tail : 0.45916, Head : 0.22742, Avg : 0.34329 + Hit-10: Tail : 0.58405, Head : 0.30411, Avg : 0.44408 +2023-06-21 00:35:35,935 - yago11k_both_0.001 - [INFO] - [Epoch 179]: Training Loss: 0.0011336, Valid MRR: 0.32573, + + + +2023-06-21 00:35:36,573 - yago11k_both_0.001 - [INFO] - [E:180| 0]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:36:39,640 - yago11k_both_0.001 - [INFO] - [E:180| 100]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:37:42,730 - yago11k_both_0.001 - [INFO] - [E:180| 200]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:38:45,870 - yago11k_both_0.001 - [INFO] - [E:180| 300]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:39:48,987 - yago11k_both_0.001 - [INFO] - [E:180| 400]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:40:52,080 - yago11k_both_0.001 - [INFO] - [E:180| 500]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:41:54,726 - yago11k_both_0.001 - [INFO] - [E:180| 600]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:41:54,726 - yago11k_both_0.001 - [INFO] - [Epoch:180]: Training Loss:0.001133 + +2023-06-21 00:41:54,941 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:42:06,993 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:42:18,911 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.4129, Head : 0.23332, Avg : 0.32311 + +2023-06-21 00:42:18,911 - yago11k_both_0.001 - [INFO] - [Epoch 180]: Training Loss: 0.0011328, Valid MRR: 0.32573, + + + +2023-06-21 00:42:19,549 - yago11k_both_0.001 - [INFO] - [E:181| 0]: Train Loss:0.0011131, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:43:22,621 - yago11k_both_0.001 - [INFO] - [E:181| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:44:25,652 - yago11k_both_0.001 - [INFO] - [E:181| 200]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:45:28,728 - yago11k_both_0.001 - [INFO] - [E:181| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:46:31,797 - yago11k_both_0.001 - [INFO] - [E:181| 400]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:47:34,881 - yago11k_both_0.001 - [INFO] - [E:181| 500]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:48:37,546 - yago11k_both_0.001 - [INFO] - [E:181| 600]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:48:37,546 - yago11k_both_0.001 - [INFO] - [Epoch:181]: Training Loss:0.001133 + +2023-06-21 00:48:37,760 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:48:49,792 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:49:01,683 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.41342, Head : 0.23374, Avg : 0.32358 + +2023-06-21 00:49:01,683 - yago11k_both_0.001 - [INFO] - [Epoch 181]: Training Loss: 0.0011327, Valid MRR: 0.32573, + + + +2023-06-21 00:49:02,317 - yago11k_both_0.001 - [INFO] - [E:182| 0]: Train Loss:0.0011365, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:50:05,338 - yago11k_both_0.001 - [INFO] - [E:182| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:51:08,348 - yago11k_both_0.001 - [INFO] - [E:182| 200]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:52:11,373 - yago11k_both_0.001 - [INFO] - [E:182| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:53:14,382 - yago11k_both_0.001 - [INFO] - [E:182| 400]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:54:17,398 - yago11k_both_0.001 - [INFO] - [E:182| 500]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:55:19,986 - yago11k_both_0.001 - [INFO] - [E:182| 600]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:55:19,986 - yago11k_both_0.001 - [INFO] - [Epoch:182]: Training Loss:0.001133 + +2023-06-21 00:55:20,201 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:55:32,244 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 00:55:44,137 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.41324, Head : 0.23136, Avg : 0.3223 + +2023-06-21 00:55:44,137 - yago11k_both_0.001 - [INFO] - [Epoch 182]: Training Loss: 0.0011329, Valid MRR: 0.32573, + + + +2023-06-21 00:55:44,773 - yago11k_both_0.001 - [INFO] - [E:183| 0]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:56:47,778 - yago11k_both_0.001 - [INFO] - [E:183| 100]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:57:50,781 - yago11k_both_0.001 - [INFO] - [E:183| 200]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:58:53,812 - yago11k_both_0.001 - [INFO] - [E:183| 300]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 00:59:56,823 - yago11k_both_0.001 - [INFO] - [E:183| 400]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:00:59,821 - yago11k_both_0.001 - [INFO] - [E:183| 500]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:02:02,405 - yago11k_both_0.001 - [INFO] - [E:183| 600]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:02:02,405 - yago11k_both_0.001 - [INFO] - [Epoch:183]: Training Loss:0.001133 + +2023-06-21 01:02:02,620 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:02:14,649 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:02:26,532 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.41275, Head : 0.22803, Avg : 0.32039 + +2023-06-21 01:02:26,532 - yago11k_both_0.001 - [INFO] - [Epoch 183]: Training Loss: 0.0011326, Valid MRR: 0.32573, + + + +2023-06-21 01:02:27,167 - yago11k_both_0.001 - [INFO] - [E:184| 0]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:03:30,174 - yago11k_both_0.001 - [INFO] - [E:184| 100]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:04:33,190 - yago11k_both_0.001 - [INFO] - [E:184| 200]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:05:36,220 - yago11k_both_0.001 - [INFO] - [E:184| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:06:39,255 - yago11k_both_0.001 - [INFO] - [E:184| 400]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:07:42,263 - yago11k_both_0.001 - [INFO] - [E:184| 500]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:08:44,852 - yago11k_both_0.001 - [INFO] - [E:184| 600]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:08:44,852 - yago11k_both_0.001 - [INFO] - [Epoch:184]: Training Loss:0.001133 + +2023-06-21 01:08:45,067 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:08:57,101 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:09:08,995 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.41783, Head : 0.23232, Avg : 0.32508 + +2023-06-21 01:09:08,995 - yago11k_both_0.001 - [INFO] - [Epoch 184]: Training Loss: 0.0011327, Valid MRR: 0.32573, + + + +2023-06-21 01:09:09,633 - yago11k_both_0.001 - [INFO] - [E:185| 0]: Train Loss:0.0011206, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:10:12,643 - yago11k_both_0.001 - [INFO] - [E:185| 100]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:11:15,648 - yago11k_both_0.001 - [INFO] - [E:185| 200]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:12:18,651 - yago11k_both_0.001 - [INFO] - [E:185| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:13:21,649 - yago11k_both_0.001 - [INFO] - [E:185| 400]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:14:24,674 - yago11k_both_0.001 - [INFO] - [E:185| 500]: Train Loss:0.0011322, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:15:27,307 - yago11k_both_0.001 - [INFO] - [E:185| 600]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:15:27,307 - yago11k_both_0.001 - [INFO] - [Epoch:185]: Training Loss:0.001132 + +2023-06-21 01:15:27,522 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:15:39,575 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:15:51,474 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.41317, Head : 0.2281, Avg : 0.32063 + +2023-06-21 01:15:51,474 - yago11k_both_0.001 - [INFO] - [Epoch 185]: Training Loss: 0.0011323, Valid MRR: 0.32573, + + + +2023-06-21 01:15:52,111 - yago11k_both_0.001 - [INFO] - [E:186| 0]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:16:55,252 - yago11k_both_0.001 - [INFO] - [E:186| 100]: Train Loss:0.0011343, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:17:58,402 - yago11k_both_0.001 - [INFO] - [E:186| 200]: Train Loss:0.001133, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:19:01,539 - yago11k_both_0.001 - [INFO] - [E:186| 300]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:20:04,708 - yago11k_both_0.001 - [INFO] - [E:186| 400]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:21:07,858 - yago11k_both_0.001 - [INFO] - [E:186| 500]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:22:10,596 - yago11k_both_0.001 - [INFO] - [E:186| 600]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:22:10,596 - yago11k_both_0.001 - [INFO] - [Epoch:186]: Training Loss:0.001133 + +2023-06-21 01:22:10,810 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:22:22,863 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:22:34,758 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.41363, Head : 0.23199, Avg : 0.32281 + +2023-06-21 01:22:34,759 - yago11k_both_0.001 - [INFO] - [Epoch 186]: Training Loss: 0.0011325, Valid MRR: 0.32573, + + + +2023-06-21 01:22:35,397 - yago11k_both_0.001 - [INFO] - [E:187| 0]: Train Loss:0.001133, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:23:38,539 - yago11k_both_0.001 - [INFO] - [E:187| 100]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:24:41,678 - yago11k_both_0.001 - [INFO] - [E:187| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:25:44,829 - yago11k_both_0.001 - [INFO] - [E:187| 300]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:26:48,003 - yago11k_both_0.001 - [INFO] - [E:187| 400]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:27:51,165 - yago11k_both_0.001 - [INFO] - [E:187| 500]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:28:53,900 - yago11k_both_0.001 - [INFO] - [E:187| 600]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:28:53,901 - yago11k_both_0.001 - [INFO] - [Epoch:187]: Training Loss:0.001132 + +2023-06-21 01:28:54,115 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:29:06,168 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:29:18,071 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.41332, Head : 0.23038, Avg : 0.32185 + +2023-06-21 01:29:18,071 - yago11k_both_0.001 - [INFO] - [Epoch 187]: Training Loss: 0.0011318, Valid MRR: 0.32573, + + + +2023-06-21 01:29:18,712 - yago11k_both_0.001 - [INFO] - [E:188| 0]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:30:21,844 - yago11k_both_0.001 - [INFO] - [E:188| 100]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:31:24,983 - yago11k_both_0.001 - [INFO] - [E:188| 200]: Train Loss:0.0011301, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:32:28,150 - yago11k_both_0.001 - [INFO] - [E:188| 300]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:33:31,297 - yago11k_both_0.001 - [INFO] - [E:188| 400]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:34:34,459 - yago11k_both_0.001 - [INFO] - [E:188| 500]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:35:37,174 - yago11k_both_0.001 - [INFO] - [E:188| 600]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:35:37,174 - yago11k_both_0.001 - [INFO] - [Epoch:188]: Training Loss:0.001132 + +2023-06-21 01:35:37,388 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:35:49,435 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:36:01,338 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.41091, Head : 0.22931, Avg : 0.32011 + +2023-06-21 01:36:01,338 - yago11k_both_0.001 - [INFO] - [Epoch 188]: Training Loss: 0.0011316, Valid MRR: 0.32573, + + + +2023-06-21 01:36:01,978 - yago11k_both_0.001 - [INFO] - [E:189| 0]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:37:05,139 - yago11k_both_0.001 - [INFO] - [E:189| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:38:08,312 - yago11k_both_0.001 - [INFO] - [E:189| 200]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:39:11,446 - yago11k_both_0.001 - [INFO] - [E:189| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:40:14,595 - yago11k_both_0.001 - [INFO] - [E:189| 400]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:41:17,775 - yago11k_both_0.001 - [INFO] - [E:189| 500]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:42:20,521 - yago11k_both_0.001 - [INFO] - [E:189| 600]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:42:20,522 - yago11k_both_0.001 - [INFO] - [Epoch:189]: Training Loss:0.001131 + +2023-06-21 01:42:20,736 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:42:32,793 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:42:44,703 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.41125, Head : 0.22859, Avg : 0.31992 + MR: Tail : 965.47, Head : 1249.7, Avg : 1107.6 + Hit-1: Tail : 0.32481, Head : 0.18908, Avg : 0.25695 + Hit-3: Tail : 0.45332, Head : 0.22645, Avg : 0.33989 + Hit-10: Tail : 0.58072, Head : 0.30703, Avg : 0.44387 +2023-06-21 01:42:44,704 - yago11k_both_0.001 - [INFO] - [Epoch 189]: Training Loss: 0.0011314, Valid MRR: 0.32573, + + + +2023-06-21 01:42:45,343 - yago11k_both_0.001 - [INFO] - [E:190| 0]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:43:48,531 - yago11k_both_0.001 - [INFO] - [E:190| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:44:51,744 - yago11k_both_0.001 - [INFO] - [E:190| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:45:54,941 - yago11k_both_0.001 - [INFO] - [E:190| 300]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:46:58,141 - yago11k_both_0.001 - [INFO] - [E:190| 400]: Train Loss:0.0011317, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:48:01,363 - yago11k_both_0.001 - [INFO] - [E:190| 500]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:49:04,135 - yago11k_both_0.001 - [INFO] - [E:190| 600]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:49:04,136 - yago11k_both_0.001 - [INFO] - [Epoch:190]: Training Loss:0.001131 + +2023-06-21 01:49:04,350 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:49:16,420 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:49:28,324 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.40097, Head : 0.22791, Avg : 0.31444 + +2023-06-21 01:49:28,324 - yago11k_both_0.001 - [INFO] - [Epoch 190]: Training Loss: 0.0011314, Valid MRR: 0.32573, + + + +2023-06-21 01:49:28,961 - yago11k_both_0.001 - [INFO] - [E:191| 0]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:50:32,172 - yago11k_both_0.001 - [INFO] - [E:191| 100]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:51:35,361 - yago11k_both_0.001 - [INFO] - [E:191| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:52:38,565 - yago11k_both_0.001 - [INFO] - [E:191| 300]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:53:41,756 - yago11k_both_0.001 - [INFO] - [E:191| 400]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:54:44,949 - yago11k_both_0.001 - [INFO] - [E:191| 500]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:55:47,746 - yago11k_both_0.001 - [INFO] - [E:191| 600]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:55:47,746 - yago11k_both_0.001 - [INFO] - [Epoch:191]: Training Loss:0.001131 + +2023-06-21 01:55:47,961 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:56:00,017 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 01:56:11,929 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.40868, Head : 0.23102, Avg : 0.31985 + +2023-06-21 01:56:11,929 - yago11k_both_0.001 - [INFO] - [Epoch 191]: Training Loss: 0.001131, Valid MRR: 0.32573, + + + +2023-06-21 01:56:12,569 - yago11k_both_0.001 - [INFO] - [E:192| 0]: Train Loss:0.001114, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:57:15,780 - yago11k_both_0.001 - [INFO] - [E:192| 100]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:58:19,000 - yago11k_both_0.001 - [INFO] - [E:192| 200]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 01:59:22,217 - yago11k_both_0.001 - [INFO] - [E:192| 300]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:00:25,405 - yago11k_both_0.001 - [INFO] - [E:192| 400]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:01:28,606 - yago11k_both_0.001 - [INFO] - [E:192| 500]: Train Loss:0.0011307, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:02:31,393 - yago11k_both_0.001 - [INFO] - [E:192| 600]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:02:31,393 - yago11k_both_0.001 - [INFO] - [Epoch:192]: Training Loss:0.001131 + +2023-06-21 02:02:31,609 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:02:43,672 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:02:55,587 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.40173, Head : 0.23036, Avg : 0.31605 + +2023-06-21 02:02:55,587 - yago11k_both_0.001 - [INFO] - [Epoch 192]: Training Loss: 0.0011313, Valid MRR: 0.32573, + + + +2023-06-21 02:02:56,225 - yago11k_both_0.001 - [INFO] - [E:193| 0]: Train Loss:0.00116, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:03:59,438 - yago11k_both_0.001 - [INFO] - [E:193| 100]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:05:02,627 - yago11k_both_0.001 - [INFO] - [E:193| 200]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:06:05,826 - yago11k_both_0.001 - [INFO] - [E:193| 300]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:07:09,061 - yago11k_both_0.001 - [INFO] - [E:193| 400]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:08:12,300 - yago11k_both_0.001 - [INFO] - [E:193| 500]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:09:15,093 - yago11k_both_0.001 - [INFO] - [E:193| 600]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:09:15,094 - yago11k_both_0.001 - [INFO] - [Epoch:193]: Training Loss:0.001131 + +2023-06-21 02:09:15,309 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:09:27,374 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:09:39,283 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.40535, Head : 0.23107, Avg : 0.31821 + +2023-06-21 02:09:39,283 - yago11k_both_0.001 - [INFO] - [Epoch 193]: Training Loss: 0.0011312, Valid MRR: 0.32573, + + + +2023-06-21 02:09:39,920 - yago11k_both_0.001 - [INFO] - [E:194| 0]: Train Loss:0.001115, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:10:43,158 - yago11k_both_0.001 - [INFO] - [E:194| 100]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:11:46,365 - yago11k_both_0.001 - [INFO] - [E:194| 200]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:12:49,552 - yago11k_both_0.001 - [INFO] - [E:194| 300]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:13:52,754 - yago11k_both_0.001 - [INFO] - [E:194| 400]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:14:55,950 - yago11k_both_0.001 - [INFO] - [E:194| 500]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:15:58,637 - yago11k_both_0.001 - [INFO] - [E:194| 600]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:15:58,637 - yago11k_both_0.001 - [INFO] - [Epoch:194]: Training Loss:0.001131 + +2023-06-21 02:15:58,852 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:16:10,913 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:16:22,819 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.41444, Head : 0.23201, Avg : 0.32323 + +2023-06-21 02:16:22,819 - yago11k_both_0.001 - [INFO] - [Epoch 194]: Training Loss: 0.0011312, Valid MRR: 0.32573, + + + +2023-06-21 02:16:23,458 - yago11k_both_0.001 - [INFO] - [E:195| 0]: Train Loss:0.0011136, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:17:26,504 - yago11k_both_0.001 - [INFO] - [E:195| 100]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:18:29,565 - yago11k_both_0.001 - [INFO] - [E:195| 200]: Train Loss:0.0011306, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:19:32,639 - yago11k_both_0.001 - [INFO] - [E:195| 300]: Train Loss:0.0011306, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:20:35,702 - yago11k_both_0.001 - [INFO] - [E:195| 400]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:21:38,783 - yago11k_both_0.001 - [INFO] - [E:195| 500]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:22:41,393 - yago11k_both_0.001 - [INFO] - [E:195| 600]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:22:41,393 - yago11k_both_0.001 - [INFO] - [Epoch:195]: Training Loss:0.001131 + +2023-06-21 02:22:41,608 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:22:53,662 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:23:05,563 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.41535, Head : 0.23185, Avg : 0.3236 + +2023-06-21 02:23:05,563 - yago11k_both_0.001 - [INFO] - [Epoch 195]: Training Loss: 0.001131, Valid MRR: 0.32573, + + + +2023-06-21 02:23:06,204 - yago11k_both_0.001 - [INFO] - [E:196| 0]: Train Loss:0.0011141, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:24:09,260 - yago11k_both_0.001 - [INFO] - [E:196| 100]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:25:12,312 - yago11k_both_0.001 - [INFO] - [E:196| 200]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:26:15,339 - yago11k_both_0.001 - [INFO] - [E:196| 300]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:27:18,365 - yago11k_both_0.001 - [INFO] - [E:196| 400]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:28:21,409 - yago11k_both_0.001 - [INFO] - [E:196| 500]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:29:24,076 - yago11k_both_0.001 - [INFO] - [E:196| 600]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:29:24,077 - yago11k_both_0.001 - [INFO] - [Epoch:196]: Training Loss:0.001131 + +2023-06-21 02:29:24,291 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:29:36,396 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:29:48,304 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.41542, Head : 0.23098, Avg : 0.3232 + +2023-06-21 02:29:48,304 - yago11k_both_0.001 - [INFO] - [Epoch 196]: Training Loss: 0.0011308, Valid MRR: 0.32573, + + + +2023-06-21 02:29:48,940 - yago11k_both_0.001 - [INFO] - [E:197| 0]: Train Loss:0.0011377, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:30:52,044 - yago11k_both_0.001 - [INFO] - [E:197| 100]: Train Loss:0.001129, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:31:55,080 - yago11k_both_0.001 - [INFO] - [E:197| 200]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:32:58,128 - yago11k_both_0.001 - [INFO] - [E:197| 300]: Train Loss:0.0011301, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:34:01,205 - yago11k_both_0.001 - [INFO] - [E:197| 400]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:35:04,239 - yago11k_both_0.001 - [INFO] - [E:197| 500]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:36:06,860 - yago11k_both_0.001 - [INFO] - [E:197| 600]: Train Loss:0.0011307, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:36:06,860 - yago11k_both_0.001 - [INFO] - [Epoch:197]: Training Loss:0.001131 + +2023-06-21 02:36:07,075 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:36:19,148 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:36:31,068 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.4112, Head : 0.23085, Avg : 0.32103 + +2023-06-21 02:36:31,069 - yago11k_both_0.001 - [INFO] - [Epoch 197]: Training Loss: 0.0011307, Valid MRR: 0.32573, + + + +2023-06-21 02:36:31,705 - yago11k_both_0.001 - [INFO] - [E:198| 0]: Train Loss:0.0011095, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:37:34,751 - yago11k_both_0.001 - [INFO] - [E:198| 100]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:38:37,865 - yago11k_both_0.001 - [INFO] - [E:198| 200]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:39:41,066 - yago11k_both_0.001 - [INFO] - [E:198| 300]: Train Loss:0.00113, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:40:44,287 - yago11k_both_0.001 - [INFO] - [E:198| 400]: Train Loss:0.00113, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:41:47,533 - yago11k_both_0.001 - [INFO] - [E:198| 500]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:42:50,379 - yago11k_both_0.001 - [INFO] - [E:198| 600]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:42:50,379 - yago11k_both_0.001 - [INFO] - [Epoch:198]: Training Loss:0.00113 + +2023-06-21 02:42:50,596 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:43:02,691 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:43:14,634 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.40681, Head : 0.22997, Avg : 0.31839 + +2023-06-21 02:43:14,634 - yago11k_both_0.001 - [INFO] - [Epoch 198]: Training Loss: 0.0011303, Valid MRR: 0.32573, + + + +2023-06-21 02:43:15,272 - yago11k_both_0.001 - [INFO] - [E:199| 0]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:44:18,556 - yago11k_both_0.001 - [INFO] - [E:199| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:45:21,829 - yago11k_both_0.001 - [INFO] - [E:199| 200]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:46:25,124 - yago11k_both_0.001 - [INFO] - [E:199| 300]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:47:28,451 - yago11k_both_0.001 - [INFO] - [E:199| 400]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:48:31,815 - yago11k_both_0.001 - [INFO] - [E:199| 500]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:49:34,769 - yago11k_both_0.001 - [INFO] - [E:199| 600]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:49:34,770 - yago11k_both_0.001 - [INFO] - [Epoch:199]: Training Loss:0.00113 + +2023-06-21 02:49:34,986 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:49:47,097 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:49:59,052 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.41107, Head : 0.22953, Avg : 0.3203 + MR: Tail : 967.62, Head : 1267.2, Avg : 1117.4 + Hit-1: Tail : 0.32967, Head : 0.19103, Avg : 0.26035 + Hit-3: Tail : 0.44846, Head : 0.22729, Avg : 0.33787 + Hit-10: Tail : 0.57544, Head : 0.30675, Avg : 0.44109 +2023-06-21 02:49:59,052 - yago11k_both_0.001 - [INFO] - [Epoch 199]: Training Loss: 0.0011302, Valid MRR: 0.32573, + + + +2023-06-21 02:49:59,690 - yago11k_both_0.001 - [INFO] - [E:200| 0]: Train Loss:0.0011468, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:51:03,087 - yago11k_both_0.001 - [INFO] - [E:200| 100]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:52:06,443 - yago11k_both_0.001 - [INFO] - [E:200| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:53:09,836 - yago11k_both_0.001 - [INFO] - [E:200| 300]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:54:13,202 - yago11k_both_0.001 - [INFO] - [E:200| 400]: Train Loss:0.00113, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:55:16,496 - yago11k_both_0.001 - [INFO] - [E:200| 500]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:56:19,387 - yago11k_both_0.001 - [INFO] - [E:200| 600]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:56:19,387 - yago11k_both_0.001 - [INFO] - [Epoch:200]: Training Loss:0.00113 + +2023-06-21 02:56:19,603 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:56:31,720 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 02:56:43,663 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.41862, Head : 0.23175, Avg : 0.32519 + +2023-06-21 02:56:43,663 - yago11k_both_0.001 - [INFO] - [Epoch 200]: Training Loss: 0.0011299, Valid MRR: 0.32573, + + + +2023-06-21 02:56:44,302 - yago11k_both_0.001 - [INFO] - [E:201| 0]: Train Loss:0.0011393, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:57:47,638 - yago11k_both_0.001 - [INFO] - [E:201| 100]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:58:50,990 - yago11k_both_0.001 - [INFO] - [E:201| 200]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 02:59:54,338 - yago11k_both_0.001 - [INFO] - [E:201| 300]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:00:57,698 - yago11k_both_0.001 - [INFO] - [E:201| 400]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:02:01,077 - yago11k_both_0.001 - [INFO] - [E:201| 500]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:03:04,033 - yago11k_both_0.001 - [INFO] - [E:201| 600]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:03:04,033 - yago11k_both_0.001 - [INFO] - [Epoch:201]: Training Loss:0.00113 + +2023-06-21 03:03:04,248 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:03:16,373 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:03:28,334 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.40739, Head : 0.23316, Avg : 0.32028 + +2023-06-21 03:03:28,335 - yago11k_both_0.001 - [INFO] - [Epoch 201]: Training Loss: 0.0011298, Valid MRR: 0.32573, + + + +2023-06-21 03:03:28,975 - yago11k_both_0.001 - [INFO] - [E:202| 0]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:04:32,375 - yago11k_both_0.001 - [INFO] - [E:202| 100]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:05:35,772 - yago11k_both_0.001 - [INFO] - [E:202| 200]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:06:39,176 - yago11k_both_0.001 - [INFO] - [E:202| 300]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:07:42,553 - yago11k_both_0.001 - [INFO] - [E:202| 400]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:08:45,931 - yago11k_both_0.001 - [INFO] - [E:202| 500]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:09:48,896 - yago11k_both_0.001 - [INFO] - [E:202| 600]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:09:48,896 - yago11k_both_0.001 - [INFO] - [Epoch:202]: Training Loss:0.00113 + +2023-06-21 03:09:49,111 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:10:01,253 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:10:13,209 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.41331, Head : 0.2305, Avg : 0.3219 + +2023-06-21 03:10:13,209 - yago11k_both_0.001 - [INFO] - [Epoch 202]: Training Loss: 0.0011302, Valid MRR: 0.32573, + + + +2023-06-21 03:10:13,847 - yago11k_both_0.001 - [INFO] - [E:203| 0]: Train Loss:0.0011605, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:11:17,266 - yago11k_both_0.001 - [INFO] - [E:203| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:12:20,661 - yago11k_both_0.001 - [INFO] - [E:203| 200]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:13:24,078 - yago11k_both_0.001 - [INFO] - [E:203| 300]: Train Loss:0.001129, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:14:27,485 - yago11k_both_0.001 - [INFO] - [E:203| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:15:30,887 - yago11k_both_0.001 - [INFO] - [E:203| 500]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:16:33,848 - yago11k_both_0.001 - [INFO] - [E:203| 600]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:16:33,849 - yago11k_both_0.001 - [INFO] - [Epoch:203]: Training Loss:0.00113 + +2023-06-21 03:16:34,065 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:16:46,193 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:16:58,142 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.41191, Head : 0.23002, Avg : 0.32097 + +2023-06-21 03:16:58,143 - yago11k_both_0.001 - [INFO] - [Epoch 203]: Training Loss: 0.0011297, Valid MRR: 0.32573, + + + +2023-06-21 03:16:58,781 - yago11k_both_0.001 - [INFO] - [E:204| 0]: Train Loss:0.0011376, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:18:02,181 - yago11k_both_0.001 - [INFO] - [E:204| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:19:05,620 - yago11k_both_0.001 - [INFO] - [E:204| 200]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:20:09,067 - yago11k_both_0.001 - [INFO] - [E:204| 300]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:21:12,484 - yago11k_both_0.001 - [INFO] - [E:204| 400]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:22:15,894 - yago11k_both_0.001 - [INFO] - [E:204| 500]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:23:18,893 - yago11k_both_0.001 - [INFO] - [E:204| 600]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:23:18,893 - yago11k_both_0.001 - [INFO] - [Epoch:204]: Training Loss:0.001129 + +2023-06-21 03:23:19,109 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:23:31,241 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:23:43,190 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.41467, Head : 0.22999, Avg : 0.32233 + +2023-06-21 03:23:43,190 - yago11k_both_0.001 - [INFO] - [Epoch 204]: Training Loss: 0.0011295, Valid MRR: 0.32573, + + + +2023-06-21 03:23:43,829 - yago11k_both_0.001 - [INFO] - [E:205| 0]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:24:47,275 - yago11k_both_0.001 - [INFO] - [E:205| 100]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:25:50,707 - yago11k_both_0.001 - [INFO] - [E:205| 200]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:26:54,113 - yago11k_both_0.001 - [INFO] - [E:205| 300]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:27:57,526 - yago11k_both_0.001 - [INFO] - [E:205| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:29:00,899 - yago11k_both_0.001 - [INFO] - [E:205| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:30:03,861 - yago11k_both_0.001 - [INFO] - [E:205| 600]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:30:03,861 - yago11k_both_0.001 - [INFO] - [Epoch:205]: Training Loss:0.001129 + +2023-06-21 03:30:04,078 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:30:16,190 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:30:28,132 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.40741, Head : 0.23125, Avg : 0.31933 + +2023-06-21 03:30:28,132 - yago11k_both_0.001 - [INFO] - [Epoch 205]: Training Loss: 0.0011293, Valid MRR: 0.32573, + + + +2023-06-21 03:30:28,770 - yago11k_both_0.001 - [INFO] - [E:206| 0]: Train Loss:0.0011229, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:31:32,166 - yago11k_both_0.001 - [INFO] - [E:206| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:32:35,569 - yago11k_both_0.001 - [INFO] - [E:206| 200]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:33:38,951 - yago11k_both_0.001 - [INFO] - [E:206| 300]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:34:42,340 - yago11k_both_0.001 - [INFO] - [E:206| 400]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:35:45,755 - yago11k_both_0.001 - [INFO] - [E:206| 500]: Train Loss:0.001129, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:36:48,737 - yago11k_both_0.001 - [INFO] - [E:206| 600]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:36:48,738 - yago11k_both_0.001 - [INFO] - [Epoch:206]: Training Loss:0.001129 + +2023-06-21 03:36:48,954 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:37:01,066 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:37:13,014 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.41533, Head : 0.23075, Avg : 0.32304 + +2023-06-21 03:37:13,014 - yago11k_both_0.001 - [INFO] - [Epoch 206]: Training Loss: 0.0011289, Valid MRR: 0.32573, + + + +2023-06-21 03:37:13,654 - yago11k_both_0.001 - [INFO] - [E:207| 0]: Train Loss:0.0011661, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:38:17,065 - yago11k_both_0.001 - [INFO] - [E:207| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:39:20,457 - yago11k_both_0.001 - [INFO] - [E:207| 200]: Train Loss:0.0011281, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:40:23,888 - yago11k_both_0.001 - [INFO] - [E:207| 300]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:41:27,328 - yago11k_both_0.001 - [INFO] - [E:207| 400]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:42:30,759 - yago11k_both_0.001 - [INFO] - [E:207| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:43:33,762 - yago11k_both_0.001 - [INFO] - [E:207| 600]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:43:33,763 - yago11k_both_0.001 - [INFO] - [Epoch:207]: Training Loss:0.001129 + +2023-06-21 03:43:33,978 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:43:46,099 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:43:58,051 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.41356, Head : 0.23392, Avg : 0.32374 + +2023-06-21 03:43:58,051 - yago11k_both_0.001 - [INFO] - [Epoch 207]: Training Loss: 0.0011288, Valid MRR: 0.32573, + + + +2023-06-21 03:43:58,691 - yago11k_both_0.001 - [INFO] - [E:208| 0]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:45:02,141 - yago11k_both_0.001 - [INFO] - [E:208| 100]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:46:05,590 - yago11k_both_0.001 - [INFO] - [E:208| 200]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:47:09,024 - yago11k_both_0.001 - [INFO] - [E:208| 300]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:48:12,459 - yago11k_both_0.001 - [INFO] - [E:208| 400]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:49:15,896 - yago11k_both_0.001 - [INFO] - [E:208| 500]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:50:18,938 - yago11k_both_0.001 - [INFO] - [E:208| 600]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:50:18,938 - yago11k_both_0.001 - [INFO] - [Epoch:208]: Training Loss:0.001129 + +2023-06-21 03:50:19,155 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:50:31,270 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:50:43,231 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.41308, Head : 0.23211, Avg : 0.3226 + +2023-06-21 03:50:43,231 - yago11k_both_0.001 - [INFO] - [Epoch 208]: Training Loss: 0.0011288, Valid MRR: 0.32573, + + + +2023-06-21 03:50:43,878 - yago11k_both_0.001 - [INFO] - [E:209| 0]: Train Loss:0.0011129, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:51:47,321 - yago11k_both_0.001 - [INFO] - [E:209| 100]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:52:50,786 - yago11k_both_0.001 - [INFO] - [E:209| 200]: Train Loss:0.001129, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:53:54,267 - yago11k_both_0.001 - [INFO] - [E:209| 300]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:54:57,717 - yago11k_both_0.001 - [INFO] - [E:209| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:56:01,164 - yago11k_both_0.001 - [INFO] - [E:209| 500]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:57:04,195 - yago11k_both_0.001 - [INFO] - [E:209| 600]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:57:04,195 - yago11k_both_0.001 - [INFO] - [Epoch:209]: Training Loss:0.001129 + +2023-06-21 03:57:04,410 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:57:16,530 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 03:57:28,487 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.41062, Head : 0.22949, Avg : 0.32005 + MR: Tail : 958.85, Head : 1231.1, Avg : 1095.0 + Hit-1: Tail : 0.32189, Head : 0.19047, Avg : 0.25618 + Hit-3: Tail : 0.45818, Head : 0.22645, Avg : 0.34232 + Hit-10: Tail : 0.58308, Head : 0.30203, Avg : 0.44255 +2023-06-21 03:57:28,487 - yago11k_both_0.001 - [INFO] - [Epoch 209]: Training Loss: 0.0011287, Valid MRR: 0.32573, + + + +2023-06-21 03:57:29,129 - yago11k_both_0.001 - [INFO] - [E:210| 0]: Train Loss:0.0011092, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:58:32,589 - yago11k_both_0.001 - [INFO] - [E:210| 100]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 03:59:36,069 - yago11k_both_0.001 - [INFO] - [E:210| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:00:39,521 - yago11k_both_0.001 - [INFO] - [E:210| 300]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:01:42,966 - yago11k_both_0.001 - [INFO] - [E:210| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:02:46,417 - yago11k_both_0.001 - [INFO] - [E:210| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:03:49,453 - yago11k_both_0.001 - [INFO] - [E:210| 600]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:03:49,454 - yago11k_both_0.001 - [INFO] - [Epoch:210]: Training Loss:0.001129 + +2023-06-21 04:03:49,669 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:04:01,787 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:04:13,741 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.40971, Head : 0.23005, Avg : 0.31988 + +2023-06-21 04:04:13,741 - yago11k_both_0.001 - [INFO] - [Epoch 210]: Training Loss: 0.0011291, Valid MRR: 0.32573, + + + +2023-06-21 04:04:14,381 - yago11k_both_0.001 - [INFO] - [E:211| 0]: Train Loss:0.0011132, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:05:17,825 - yago11k_both_0.001 - [INFO] - [E:211| 100]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:06:21,290 - yago11k_both_0.001 - [INFO] - [E:211| 200]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:07:24,749 - yago11k_both_0.001 - [INFO] - [E:211| 300]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:08:28,205 - yago11k_both_0.001 - [INFO] - [E:211| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:09:31,678 - yago11k_both_0.001 - [INFO] - [E:211| 500]: Train Loss:0.0011281, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:10:34,690 - yago11k_both_0.001 - [INFO] - [E:211| 600]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:10:34,690 - yago11k_both_0.001 - [INFO] - [Epoch:211]: Training Loss:0.001129 + +2023-06-21 04:10:34,906 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:10:47,013 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:10:58,963 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.40961, Head : 0.23085, Avg : 0.32023 + +2023-06-21 04:10:58,963 - yago11k_both_0.001 - [INFO] - [Epoch 211]: Training Loss: 0.0011289, Valid MRR: 0.32573, + + + +2023-06-21 04:10:59,606 - yago11k_both_0.001 - [INFO] - [E:212| 0]: Train Loss:0.0011124, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:12:03,058 - yago11k_both_0.001 - [INFO] - [E:212| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:13:06,499 - yago11k_both_0.001 - [INFO] - [E:212| 200]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:14:09,945 - yago11k_both_0.001 - [INFO] - [E:212| 300]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:15:13,412 - yago11k_both_0.001 - [INFO] - [E:212| 400]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:16:16,853 - yago11k_both_0.001 - [INFO] - [E:212| 500]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:17:19,875 - yago11k_both_0.001 - [INFO] - [E:212| 600]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:17:19,876 - yago11k_both_0.001 - [INFO] - [Epoch:212]: Training Loss:0.001129 + +2023-06-21 04:17:20,093 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:17:32,206 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:17:44,155 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.41259, Head : 0.23141, Avg : 0.322 + +2023-06-21 04:17:44,155 - yago11k_both_0.001 - [INFO] - [Epoch 212]: Training Loss: 0.0011286, Valid MRR: 0.32573, + + + +2023-06-21 04:17:44,797 - yago11k_both_0.001 - [INFO] - [E:213| 0]: Train Loss:0.0011215, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:18:48,245 - yago11k_both_0.001 - [INFO] - [E:213| 100]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:19:51,714 - yago11k_both_0.001 - [INFO] - [E:213| 200]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:20:55,177 - yago11k_both_0.001 - [INFO] - [E:213| 300]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:21:58,646 - yago11k_both_0.001 - [INFO] - [E:213| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:23:02,089 - yago11k_both_0.001 - [INFO] - [E:213| 500]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:24:05,137 - yago11k_both_0.001 - [INFO] - [E:213| 600]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:24:05,138 - yago11k_both_0.001 - [INFO] - [Epoch:213]: Training Loss:0.001129 + +2023-06-21 04:24:05,353 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:24:17,469 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:24:29,424 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.41079, Head : 0.23338, Avg : 0.32209 + +2023-06-21 04:24:29,424 - yago11k_both_0.001 - [INFO] - [Epoch 213]: Training Loss: 0.0011287, Valid MRR: 0.32573, + + + +2023-06-21 04:24:30,063 - yago11k_both_0.001 - [INFO] - [E:214| 0]: Train Loss:0.0011143, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:25:33,554 - yago11k_both_0.001 - [INFO] - [E:214| 100]: Train Loss:0.00113, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:26:37,046 - yago11k_both_0.001 - [INFO] - [E:214| 200]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:27:40,532 - yago11k_both_0.001 - [INFO] - [E:214| 300]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:28:44,000 - yago11k_both_0.001 - [INFO] - [E:214| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:29:47,480 - yago11k_both_0.001 - [INFO] - [E:214| 500]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:30:50,530 - yago11k_both_0.001 - [INFO] - [E:214| 600]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:30:50,530 - yago11k_both_0.001 - [INFO] - [Epoch:214]: Training Loss:0.001128 + +2023-06-21 04:30:50,746 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:31:02,864 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:31:14,819 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.41359, Head : 0.23105, Avg : 0.32232 + +2023-06-21 04:31:14,819 - yago11k_both_0.001 - [INFO] - [Epoch 214]: Training Loss: 0.0011283, Valid MRR: 0.32573, + + + +2023-06-21 04:31:15,461 - yago11k_both_0.001 - [INFO] - [E:215| 0]: Train Loss:0.0011512, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:32:18,933 - yago11k_both_0.001 - [INFO] - [E:215| 100]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:33:22,386 - yago11k_both_0.001 - [INFO] - [E:215| 200]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:34:25,848 - yago11k_both_0.001 - [INFO] - [E:215| 300]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:35:29,334 - yago11k_both_0.001 - [INFO] - [E:215| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:36:32,812 - yago11k_both_0.001 - [INFO] - [E:215| 500]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:37:35,858 - yago11k_both_0.001 - [INFO] - [E:215| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:37:35,859 - yago11k_both_0.001 - [INFO] - [Epoch:215]: Training Loss:0.001128 + +2023-06-21 04:37:36,076 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:37:48,196 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:38:00,152 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.4116, Head : 0.23217, Avg : 0.32189 + +2023-06-21 04:38:00,153 - yago11k_both_0.001 - [INFO] - [Epoch 215]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-21 04:38:00,795 - yago11k_both_0.001 - [INFO] - [E:216| 0]: Train Loss:0.0011166, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:39:04,262 - yago11k_both_0.001 - [INFO] - [E:216| 100]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:40:07,720 - yago11k_both_0.001 - [INFO] - [E:216| 200]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:41:11,186 - yago11k_both_0.001 - [INFO] - [E:216| 300]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:42:14,664 - yago11k_both_0.001 - [INFO] - [E:216| 400]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:43:18,107 - yago11k_both_0.001 - [INFO] - [E:216| 500]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:44:21,132 - yago11k_both_0.001 - [INFO] - [E:216| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:44:21,133 - yago11k_both_0.001 - [INFO] - [Epoch:216]: Training Loss:0.001128 + +2023-06-21 04:44:21,350 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:44:33,461 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:44:45,415 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.4145, Head : 0.22992, Avg : 0.32221 + +2023-06-21 04:44:45,415 - yago11k_both_0.001 - [INFO] - [Epoch 216]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-21 04:44:46,054 - yago11k_both_0.001 - [INFO] - [E:217| 0]: Train Loss:0.0011173, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:45:49,502 - yago11k_both_0.001 - [INFO] - [E:217| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:46:52,974 - yago11k_both_0.001 - [INFO] - [E:217| 200]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:47:56,460 - yago11k_both_0.001 - [INFO] - [E:217| 300]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:48:59,914 - yago11k_both_0.001 - [INFO] - [E:217| 400]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:50:03,370 - yago11k_both_0.001 - [INFO] - [E:217| 500]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:51:06,389 - yago11k_both_0.001 - [INFO] - [E:217| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:51:06,390 - yago11k_both_0.001 - [INFO] - [Epoch:217]: Training Loss:0.001128 + +2023-06-21 04:51:06,605 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:51:18,717 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:51:30,670 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.40912, Head : 0.22898, Avg : 0.31905 + +2023-06-21 04:51:30,670 - yago11k_both_0.001 - [INFO] - [Epoch 217]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-21 04:51:31,315 - yago11k_both_0.001 - [INFO] - [E:218| 0]: Train Loss:0.0011205, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:52:34,770 - yago11k_both_0.001 - [INFO] - [E:218| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:53:38,210 - yago11k_both_0.001 - [INFO] - [E:218| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:54:41,676 - yago11k_both_0.001 - [INFO] - [E:218| 300]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:55:45,142 - yago11k_both_0.001 - [INFO] - [E:218| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:56:48,613 - yago11k_both_0.001 - [INFO] - [E:218| 500]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:57:51,635 - yago11k_both_0.001 - [INFO] - [E:218| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:57:51,635 - yago11k_both_0.001 - [INFO] - [Epoch:218]: Training Loss:0.001128 + +2023-06-21 04:57:51,851 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:58:03,967 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 04:58:15,919 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.40814, Head : 0.23017, Avg : 0.31915 + +2023-06-21 04:58:15,919 - yago11k_both_0.001 - [INFO] - [Epoch 218]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-21 04:58:16,559 - yago11k_both_0.001 - [INFO] - [E:219| 0]: Train Loss:0.0011689, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 04:59:20,029 - yago11k_both_0.001 - [INFO] - [E:219| 100]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:00:23,477 - yago11k_both_0.001 - [INFO] - [E:219| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:01:26,930 - yago11k_both_0.001 - [INFO] - [E:219| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:02:30,396 - yago11k_both_0.001 - [INFO] - [E:219| 400]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:03:33,839 - yago11k_both_0.001 - [INFO] - [E:219| 500]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:04:36,875 - yago11k_both_0.001 - [INFO] - [E:219| 600]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:04:36,875 - yago11k_both_0.001 - [INFO] - [Epoch:219]: Training Loss:0.001127 + +2023-06-21 05:04:37,090 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:04:49,200 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:05:01,150 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.40384, Head : 0.23226, Avg : 0.31805 + MR: Tail : 959.38, Head : 1252.0, Avg : 1105.7 + Hit-1: Tail : 0.31801, Head : 0.19228, Avg : 0.25514 + Hit-3: Tail : 0.44401, Head : 0.23215, Avg : 0.33808 + Hit-10: Tail : 0.57544, Head : 0.30828, Avg : 0.44186 +2023-06-21 05:05:01,150 - yago11k_both_0.001 - [INFO] - [Epoch 219]: Training Loss: 0.0011272, Valid MRR: 0.32573, + + + +2023-06-21 05:05:01,791 - yago11k_both_0.001 - [INFO] - [E:220| 0]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:06:05,249 - yago11k_both_0.001 - [INFO] - [E:220| 100]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:07:08,709 - yago11k_both_0.001 - [INFO] - [E:220| 200]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:08:12,182 - yago11k_both_0.001 - [INFO] - [E:220| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:09:15,665 - yago11k_both_0.001 - [INFO] - [E:220| 400]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:10:19,120 - yago11k_both_0.001 - [INFO] - [E:220| 500]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:11:22,148 - yago11k_both_0.001 - [INFO] - [E:220| 600]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:11:22,149 - yago11k_both_0.001 - [INFO] - [Epoch:220]: Training Loss:0.001128 + +2023-06-21 05:11:22,365 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:11:34,477 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:11:46,432 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.40888, Head : 0.23119, Avg : 0.32003 + +2023-06-21 05:11:46,432 - yago11k_both_0.001 - [INFO] - [Epoch 220]: Training Loss: 0.0011276, Valid MRR: 0.32573, + + + +2023-06-21 05:11:47,071 - yago11k_both_0.001 - [INFO] - [E:221| 0]: Train Loss:0.0011235, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:12:50,544 - yago11k_both_0.001 - [INFO] - [E:221| 100]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:13:53,999 - yago11k_both_0.001 - [INFO] - [E:221| 200]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:14:57,449 - yago11k_both_0.001 - [INFO] - [E:221| 300]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:16:00,919 - yago11k_both_0.001 - [INFO] - [E:221| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:17:04,387 - yago11k_both_0.001 - [INFO] - [E:221| 500]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:18:07,438 - yago11k_both_0.001 - [INFO] - [E:221| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:18:07,438 - yago11k_both_0.001 - [INFO] - [Epoch:221]: Training Loss:0.001128 + +2023-06-21 05:18:07,654 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:18:19,767 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:18:31,718 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.41735, Head : 0.2324, Avg : 0.32488 + +2023-06-21 05:18:31,718 - yago11k_both_0.001 - [INFO] - [Epoch 221]: Training Loss: 0.0011278, Valid MRR: 0.32573, + + + +2023-06-21 05:18:32,365 - yago11k_both_0.001 - [INFO] - [E:222| 0]: Train Loss:0.0011508, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:19:35,844 - yago11k_both_0.001 - [INFO] - [E:222| 100]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:20:39,331 - yago11k_both_0.001 - [INFO] - [E:222| 200]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:21:42,795 - yago11k_both_0.001 - [INFO] - [E:222| 300]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:22:46,260 - yago11k_both_0.001 - [INFO] - [E:222| 400]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:23:49,719 - yago11k_both_0.001 - [INFO] - [E:222| 500]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:24:52,746 - yago11k_both_0.001 - [INFO] - [E:222| 600]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:24:52,746 - yago11k_both_0.001 - [INFO] - [Epoch:222]: Training Loss:0.001127 + +2023-06-21 05:24:52,963 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:25:05,078 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:25:17,043 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.40885, Head : 0.23237, Avg : 0.32061 + +2023-06-21 05:25:17,043 - yago11k_both_0.001 - [INFO] - [Epoch 222]: Training Loss: 0.0011267, Valid MRR: 0.32573, + + + +2023-06-21 05:25:17,689 - yago11k_both_0.001 - [INFO] - [E:223| 0]: Train Loss:0.0011158, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:26:21,159 - yago11k_both_0.001 - [INFO] - [E:223| 100]: Train Loss:0.0011241, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:27:24,631 - yago11k_both_0.001 - [INFO] - [E:223| 200]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:28:28,105 - yago11k_both_0.001 - [INFO] - [E:223| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:29:31,589 - yago11k_both_0.001 - [INFO] - [E:223| 400]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:30:35,072 - yago11k_both_0.001 - [INFO] - [E:223| 500]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:31:38,109 - yago11k_both_0.001 - [INFO] - [E:223| 600]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:31:38,109 - yago11k_both_0.001 - [INFO] - [Epoch:223]: Training Loss:0.001127 + +2023-06-21 05:31:38,326 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:31:50,439 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:32:02,402 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.40874, Head : 0.22876, Avg : 0.31875 + +2023-06-21 05:32:02,403 - yago11k_both_0.001 - [INFO] - [Epoch 223]: Training Loss: 0.0011272, Valid MRR: 0.32573, + + + +2023-06-21 05:32:03,042 - yago11k_both_0.001 - [INFO] - [E:224| 0]: Train Loss:0.0011458, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:33:06,511 - yago11k_both_0.001 - [INFO] - [E:224| 100]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:34:09,980 - yago11k_both_0.001 - [INFO] - [E:224| 200]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:35:13,455 - yago11k_both_0.001 - [INFO] - [E:224| 300]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:36:16,930 - yago11k_both_0.001 - [INFO] - [E:224| 400]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:37:20,384 - yago11k_both_0.001 - [INFO] - [E:224| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:38:23,431 - yago11k_both_0.001 - [INFO] - [E:224| 600]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:38:23,432 - yago11k_both_0.001 - [INFO] - [Epoch:224]: Training Loss:0.001127 + +2023-06-21 05:38:23,646 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:38:35,756 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:38:47,724 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.40641, Head : 0.23065, Avg : 0.31853 + +2023-06-21 05:38:47,725 - yago11k_both_0.001 - [INFO] - [Epoch 224]: Training Loss: 0.001127, Valid MRR: 0.32573, + + + +2023-06-21 05:38:48,366 - yago11k_both_0.001 - [INFO] - [E:225| 0]: Train Loss:0.0011224, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:39:51,832 - yago11k_both_0.001 - [INFO] - [E:225| 100]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:40:55,316 - yago11k_both_0.001 - [INFO] - [E:225| 200]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:41:58,778 - yago11k_both_0.001 - [INFO] - [E:225| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:43:02,259 - yago11k_both_0.001 - [INFO] - [E:225| 400]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:44:05,727 - yago11k_both_0.001 - [INFO] - [E:225| 500]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:45:08,819 - yago11k_both_0.001 - [INFO] - [E:225| 600]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:45:08,819 - yago11k_both_0.001 - [INFO] - [Epoch:225]: Training Loss:0.001127 + +2023-06-21 05:45:09,034 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:45:21,166 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:45:33,144 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.40389, Head : 0.23518, Avg : 0.31953 + +2023-06-21 05:45:33,144 - yago11k_both_0.001 - [INFO] - [Epoch 225]: Training Loss: 0.0011273, Valid MRR: 0.32573, + + + +2023-06-21 05:45:33,789 - yago11k_both_0.001 - [INFO] - [E:226| 0]: Train Loss:0.0011148, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:46:37,302 - yago11k_both_0.001 - [INFO] - [E:226| 100]: Train Loss:0.0011231, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:47:40,784 - yago11k_both_0.001 - [INFO] - [E:226| 200]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:48:44,256 - yago11k_both_0.001 - [INFO] - [E:226| 300]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:49:47,741 - yago11k_both_0.001 - [INFO] - [E:226| 400]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:50:51,208 - yago11k_both_0.001 - [INFO] - [E:226| 500]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:51:54,255 - yago11k_both_0.001 - [INFO] - [E:226| 600]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:51:54,255 - yago11k_both_0.001 - [INFO] - [Epoch:226]: Training Loss:0.001127 + +2023-06-21 05:51:54,470 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:52:06,578 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:52:18,534 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.4131, Head : 0.23462, Avg : 0.32386 + +2023-06-21 05:52:18,534 - yago11k_both_0.001 - [INFO] - [Epoch 226]: Training Loss: 0.001127, Valid MRR: 0.32573, + + + +2023-06-21 05:52:19,172 - yago11k_both_0.001 - [INFO] - [E:227| 0]: Train Loss:0.0011103, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:53:22,632 - yago11k_both_0.001 - [INFO] - [E:227| 100]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:54:26,111 - yago11k_both_0.001 - [INFO] - [E:227| 200]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:55:29,584 - yago11k_both_0.001 - [INFO] - [E:227| 300]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:56:33,028 - yago11k_both_0.001 - [INFO] - [E:227| 400]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:57:36,493 - yago11k_both_0.001 - [INFO] - [E:227| 500]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:58:39,532 - yago11k_both_0.001 - [INFO] - [E:227| 600]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 05:58:39,533 - yago11k_both_0.001 - [INFO] - [Epoch:227]: Training Loss:0.001127 + +2023-06-21 05:58:39,749 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:58:51,859 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 05:59:03,817 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.40996, Head : 0.23285, Avg : 0.32141 + +2023-06-21 05:59:03,818 - yago11k_both_0.001 - [INFO] - [Epoch 227]: Training Loss: 0.0011271, Valid MRR: 0.32573, + + + +2023-06-21 05:59:04,456 - yago11k_both_0.001 - [INFO] - [E:228| 0]: Train Loss:0.0011882, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:00:07,929 - yago11k_both_0.001 - [INFO] - [E:228| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:01:11,400 - yago11k_both_0.001 - [INFO] - [E:228| 200]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:02:14,866 - yago11k_both_0.001 - [INFO] - [E:228| 300]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:03:18,318 - yago11k_both_0.001 - [INFO] - [E:228| 400]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:04:21,742 - yago11k_both_0.001 - [INFO] - [E:228| 500]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:05:24,778 - yago11k_both_0.001 - [INFO] - [E:228| 600]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:05:24,778 - yago11k_both_0.001 - [INFO] - [Epoch:228]: Training Loss:0.001127 + +2023-06-21 06:05:24,995 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:05:37,113 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:05:49,065 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.41469, Head : 0.23524, Avg : 0.32496 + +2023-06-21 06:05:49,065 - yago11k_both_0.001 - [INFO] - [Epoch 228]: Training Loss: 0.0011267, Valid MRR: 0.32573, + + + +2023-06-21 06:05:49,706 - yago11k_both_0.001 - [INFO] - [E:229| 0]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:06:53,167 - yago11k_both_0.001 - [INFO] - [E:229| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:07:56,643 - yago11k_both_0.001 - [INFO] - [E:229| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:09:00,101 - yago11k_both_0.001 - [INFO] - [E:229| 300]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:10:03,570 - yago11k_both_0.001 - [INFO] - [E:229| 400]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:11:07,037 - yago11k_both_0.001 - [INFO] - [E:229| 500]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:12:10,064 - yago11k_both_0.001 - [INFO] - [E:229| 600]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:12:10,064 - yago11k_both_0.001 - [INFO] - [Epoch:229]: Training Loss:0.001127 + +2023-06-21 06:12:10,281 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:12:22,403 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:12:34,353 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.40943, Head : 0.23379, Avg : 0.32161 + MR: Tail : 990.83, Head : 1248.5, Avg : 1119.7 + Hit-1: Tail : 0.32495, Head : 0.19492, Avg : 0.25993 + Hit-3: Tail : 0.45096, Head : 0.23062, Avg : 0.34079 + Hit-10: Tail : 0.58169, Head : 0.31106, Avg : 0.44637 +2023-06-21 06:12:34,353 - yago11k_both_0.001 - [INFO] - [Epoch 229]: Training Loss: 0.0011268, Valid MRR: 0.32573, + + + +2023-06-21 06:12:34,991 - yago11k_both_0.001 - [INFO] - [E:230| 0]: Train Loss:0.0011494, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:13:38,430 - yago11k_both_0.001 - [INFO] - [E:230| 100]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:14:41,899 - yago11k_both_0.001 - [INFO] - [E:230| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:15:45,373 - yago11k_both_0.001 - [INFO] - [E:230| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:16:48,822 - yago11k_both_0.001 - [INFO] - [E:230| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:17:52,278 - yago11k_both_0.001 - [INFO] - [E:230| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:18:55,298 - yago11k_both_0.001 - [INFO] - [E:230| 600]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:18:55,298 - yago11k_both_0.001 - [INFO] - [Epoch:230]: Training Loss:0.001127 + +2023-06-21 06:18:55,515 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:19:07,637 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:19:19,623 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.40994, Head : 0.23368, Avg : 0.32181 + +2023-06-21 06:19:19,624 - yago11k_both_0.001 - [INFO] - [Epoch 230]: Training Loss: 0.0011268, Valid MRR: 0.32573, + + + +2023-06-21 06:19:20,274 - yago11k_both_0.001 - [INFO] - [E:231| 0]: Train Loss:0.0011071, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:20:23,769 - yago11k_both_0.001 - [INFO] - [E:231| 100]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:21:27,214 - yago11k_both_0.001 - [INFO] - [E:231| 200]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:22:30,665 - yago11k_both_0.001 - [INFO] - [E:231| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:23:34,084 - yago11k_both_0.001 - [INFO] - [E:231| 400]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:24:37,603 - yago11k_both_0.001 - [INFO] - [E:231| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:25:40,654 - yago11k_both_0.001 - [INFO] - [E:231| 600]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:25:40,655 - yago11k_both_0.001 - [INFO] - [Epoch:231]: Training Loss:0.001126 + +2023-06-21 06:25:40,871 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:25:52,995 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:26:04,941 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.4087, Head : 0.23201, Avg : 0.32036 + +2023-06-21 06:26:04,941 - yago11k_both_0.001 - [INFO] - [Epoch 231]: Training Loss: 0.0011262, Valid MRR: 0.32573, + + + +2023-06-21 06:26:05,585 - yago11k_both_0.001 - [INFO] - [E:232| 0]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:27:09,053 - yago11k_both_0.001 - [INFO] - [E:232| 100]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:28:12,531 - yago11k_both_0.001 - [INFO] - [E:232| 200]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:29:16,017 - yago11k_both_0.001 - [INFO] - [E:232| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:30:19,520 - yago11k_both_0.001 - [INFO] - [E:232| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:31:23,069 - yago11k_both_0.001 - [INFO] - [E:232| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:32:26,085 - yago11k_both_0.001 - [INFO] - [E:232| 600]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:32:26,085 - yago11k_both_0.001 - [INFO] - [Epoch:232]: Training Loss:0.001126 + +2023-06-21 06:32:26,300 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:32:38,421 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:32:50,360 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.41232, Head : 0.23195, Avg : 0.32213 + +2023-06-21 06:32:50,360 - yago11k_both_0.001 - [INFO] - [Epoch 232]: Training Loss: 0.0011261, Valid MRR: 0.32573, + + + +2023-06-21 06:32:50,998 - yago11k_both_0.001 - [INFO] - [E:233| 0]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:33:54,453 - yago11k_both_0.001 - [INFO] - [E:233| 100]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:34:58,009 - yago11k_both_0.001 - [INFO] - [E:233| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:36:01,559 - yago11k_both_0.001 - [INFO] - [E:233| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:37:05,104 - yago11k_both_0.001 - [INFO] - [E:233| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:38:08,658 - yago11k_both_0.001 - [INFO] - [E:233| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:39:11,764 - yago11k_both_0.001 - [INFO] - [E:233| 600]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:39:11,764 - yago11k_both_0.001 - [INFO] - [Epoch:233]: Training Loss:0.001126 + +2023-06-21 06:39:11,980 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:39:24,106 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:39:36,053 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.41249, Head : 0.2325, Avg : 0.32249 + +2023-06-21 06:39:36,053 - yago11k_both_0.001 - [INFO] - [Epoch 233]: Training Loss: 0.0011262, Valid MRR: 0.32573, + + + +2023-06-21 06:39:36,693 - yago11k_both_0.001 - [INFO] - [E:234| 0]: Train Loss:0.0011479, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:40:40,253 - yago11k_both_0.001 - [INFO] - [E:234| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:41:43,796 - yago11k_both_0.001 - [INFO] - [E:234| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:42:47,362 - yago11k_both_0.001 - [INFO] - [E:234| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:43:50,904 - yago11k_both_0.001 - [INFO] - [E:234| 400]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:44:54,457 - yago11k_both_0.001 - [INFO] - [E:234| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:45:57,599 - yago11k_both_0.001 - [INFO] - [E:234| 600]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:45:57,600 - yago11k_both_0.001 - [INFO] - [Epoch:234]: Training Loss:0.001126 + +2023-06-21 06:45:57,815 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:46:09,934 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:46:21,891 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.41278, Head : 0.23369, Avg : 0.32324 + +2023-06-21 06:46:21,891 - yago11k_both_0.001 - [INFO] - [Epoch 234]: Training Loss: 0.0011264, Valid MRR: 0.32573, + + + +2023-06-21 06:46:22,535 - yago11k_both_0.001 - [INFO] - [E:235| 0]: Train Loss:0.0011197, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:47:26,097 - yago11k_both_0.001 - [INFO] - [E:235| 100]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:48:29,675 - yago11k_both_0.001 - [INFO] - [E:235| 200]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:49:33,281 - yago11k_both_0.001 - [INFO] - [E:235| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:50:36,828 - yago11k_both_0.001 - [INFO] - [E:235| 400]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:51:40,399 - yago11k_both_0.001 - [INFO] - [E:235| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:52:43,545 - yago11k_both_0.001 - [INFO] - [E:235| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:52:43,546 - yago11k_both_0.001 - [INFO] - [Epoch:235]: Training Loss:0.001126 + +2023-06-21 06:52:43,762 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:52:55,883 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:53:07,852 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.41339, Head : 0.23197, Avg : 0.32268 + +2023-06-21 06:53:07,852 - yago11k_both_0.001 - [INFO] - [Epoch 235]: Training Loss: 0.001126, Valid MRR: 0.32573, + + + +2023-06-21 06:53:08,493 - yago11k_both_0.001 - [INFO] - [E:236| 0]: Train Loss:0.0011577, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:54:12,017 - yago11k_both_0.001 - [INFO] - [E:236| 100]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:55:15,544 - yago11k_both_0.001 - [INFO] - [E:236| 200]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:56:19,053 - yago11k_both_0.001 - [INFO] - [E:236| 300]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:57:22,577 - yago11k_both_0.001 - [INFO] - [E:236| 400]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:58:26,095 - yago11k_both_0.001 - [INFO] - [E:236| 500]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:59:29,192 - yago11k_both_0.001 - [INFO] - [E:236| 600]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 06:59:29,192 - yago11k_both_0.001 - [INFO] - [Epoch:236]: Training Loss:0.001125 + +2023-06-21 06:59:29,407 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:59:41,519 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 06:59:53,476 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.41004, Head : 0.22826, Avg : 0.31915 + +2023-06-21 06:59:53,476 - yago11k_both_0.001 - [INFO] - [Epoch 236]: Training Loss: 0.0011254, Valid MRR: 0.32573, + + + +2023-06-21 06:59:54,119 - yago11k_both_0.001 - [INFO] - [E:237| 0]: Train Loss:0.0011223, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:00:57,663 - yago11k_both_0.001 - [INFO] - [E:237| 100]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:02:01,180 - yago11k_both_0.001 - [INFO] - [E:237| 200]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:03:04,700 - yago11k_both_0.001 - [INFO] - [E:237| 300]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:04:08,235 - yago11k_both_0.001 - [INFO] - [E:237| 400]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:05:11,782 - yago11k_both_0.001 - [INFO] - [E:237| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:06:14,880 - yago11k_both_0.001 - [INFO] - [E:237| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:06:14,880 - yago11k_both_0.001 - [INFO] - [Epoch:237]: Training Loss:0.001126 + +2023-06-21 07:06:15,097 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:06:27,220 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:06:39,182 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.40654, Head : 0.23034, Avg : 0.31844 + +2023-06-21 07:06:39,182 - yago11k_both_0.001 - [INFO] - [Epoch 237]: Training Loss: 0.001126, Valid MRR: 0.32573, + + + +2023-06-21 07:06:39,821 - yago11k_both_0.001 - [INFO] - [E:238| 0]: Train Loss:0.0011196, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:07:43,382 - yago11k_both_0.001 - [INFO] - [E:238| 100]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:08:46,955 - yago11k_both_0.001 - [INFO] - [E:238| 200]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:09:50,552 - yago11k_both_0.001 - [INFO] - [E:238| 300]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:10:54,123 - yago11k_both_0.001 - [INFO] - [E:238| 400]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:11:57,610 - yago11k_both_0.001 - [INFO] - [E:238| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:13:00,688 - yago11k_both_0.001 - [INFO] - [E:238| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:13:00,688 - yago11k_both_0.001 - [INFO] - [Epoch:238]: Training Loss:0.001126 + +2023-06-21 07:13:00,905 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:13:13,027 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:13:24,987 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.4078, Head : 0.22821, Avg : 0.318 + +2023-06-21 07:13:24,987 - yago11k_both_0.001 - [INFO] - [Epoch 238]: Training Loss: 0.001126, Valid MRR: 0.32573, + + + +2023-06-21 07:13:25,629 - yago11k_both_0.001 - [INFO] - [E:239| 0]: Train Loss:0.0011463, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:14:29,184 - yago11k_both_0.001 - [INFO] - [E:239| 100]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:15:32,699 - yago11k_both_0.001 - [INFO] - [E:239| 200]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:16:36,228 - yago11k_both_0.001 - [INFO] - [E:239| 300]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:17:39,781 - yago11k_both_0.001 - [INFO] - [E:239| 400]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:18:43,350 - yago11k_both_0.001 - [INFO] - [E:239| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:19:46,457 - yago11k_both_0.001 - [INFO] - [E:239| 600]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:19:46,457 - yago11k_both_0.001 - [INFO] - [Epoch:239]: Training Loss:0.001125 + +2023-06-21 07:19:46,673 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:19:58,816 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:20:10,784 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.4119, Head : 0.23441, Avg : 0.32316 + MR: Tail : 965.31, Head : 1268.2, Avg : 1116.7 + Hit-1: Tail : 0.32634, Head : 0.19492, Avg : 0.26063 + Hit-3: Tail : 0.45429, Head : 0.23284, Avg : 0.34357 + Hit-10: Tail : 0.58461, Head : 0.30981, Avg : 0.44721 +2023-06-21 07:20:10,785 - yago11k_both_0.001 - [INFO] - [Epoch 239]: Training Loss: 0.0011255, Valid MRR: 0.32573, + + + +2023-06-21 07:20:11,427 - yago11k_both_0.001 - [INFO] - [E:240| 0]: Train Loss:0.0011121, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:21:14,999 - yago11k_both_0.001 - [INFO] - [E:240| 100]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:22:18,602 - yago11k_both_0.001 - [INFO] - [E:240| 200]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:23:22,191 - yago11k_both_0.001 - [INFO] - [E:240| 300]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:24:25,767 - yago11k_both_0.001 - [INFO] - [E:240| 400]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:25:29,369 - yago11k_both_0.001 - [INFO] - [E:240| 500]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:26:32,506 - yago11k_both_0.001 - [INFO] - [E:240| 600]: Train Loss:0.0011257, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:26:32,506 - yago11k_both_0.001 - [INFO] - [Epoch:240]: Training Loss:0.001126 + +2023-06-21 07:26:32,723 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:26:44,866 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:26:56,850 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.41206, Head : 0.2313, Avg : 0.32168 + +2023-06-21 07:26:56,850 - yago11k_both_0.001 - [INFO] - [Epoch 240]: Training Loss: 0.0011257, Valid MRR: 0.32573, + + + +2023-06-21 07:26:57,491 - yago11k_both_0.001 - [INFO] - [E:241| 0]: Train Loss:0.001125, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:28:01,061 - yago11k_both_0.001 - [INFO] - [E:241| 100]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:29:04,638 - yago11k_both_0.001 - [INFO] - [E:241| 200]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:30:08,177 - yago11k_both_0.001 - [INFO] - [E:241| 300]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:31:11,750 - yago11k_both_0.001 - [INFO] - [E:241| 400]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:32:15,308 - yago11k_both_0.001 - [INFO] - [E:241| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:33:18,431 - yago11k_both_0.001 - [INFO] - [E:241| 600]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:33:18,432 - yago11k_both_0.001 - [INFO] - [Epoch:241]: Training Loss:0.001125 + +2023-06-21 07:33:18,648 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:33:30,779 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:33:42,738 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.41561, Head : 0.23145, Avg : 0.32353 + +2023-06-21 07:33:42,738 - yago11k_both_0.001 - [INFO] - [Epoch 241]: Training Loss: 0.0011251, Valid MRR: 0.32573, + + + +2023-06-21 07:33:43,378 - yago11k_both_0.001 - [INFO] - [E:242| 0]: Train Loss:0.0011407, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:34:46,937 - yago11k_both_0.001 - [INFO] - [E:242| 100]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:35:50,506 - yago11k_both_0.001 - [INFO] - [E:242| 200]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:36:54,044 - yago11k_both_0.001 - [INFO] - [E:242| 300]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:37:57,604 - yago11k_both_0.001 - [INFO] - [E:242| 400]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:39:01,137 - yago11k_both_0.001 - [INFO] - [E:242| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:40:04,266 - yago11k_both_0.001 - [INFO] - [E:242| 600]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:40:04,266 - yago11k_both_0.001 - [INFO] - [Epoch:242]: Training Loss:0.001126 + +2023-06-21 07:40:04,482 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:40:16,613 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:40:28,581 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.41579, Head : 0.23441, Avg : 0.3251 + +2023-06-21 07:40:28,581 - yago11k_both_0.001 - [INFO] - [Epoch 242]: Training Loss: 0.0011255, Valid MRR: 0.32573, + + + +2023-06-21 07:40:29,221 - yago11k_both_0.001 - [INFO] - [E:243| 0]: Train Loss:0.0011379, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:41:32,772 - yago11k_both_0.001 - [INFO] - [E:243| 100]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:42:36,344 - yago11k_both_0.001 - [INFO] - [E:243| 200]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:43:39,903 - yago11k_both_0.001 - [INFO] - [E:243| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:44:43,449 - yago11k_both_0.001 - [INFO] - [E:243| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:45:46,961 - yago11k_both_0.001 - [INFO] - [E:243| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:46:50,057 - yago11k_both_0.001 - [INFO] - [E:243| 600]: Train Loss:0.0011257, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:46:50,057 - yago11k_both_0.001 - [INFO] - [Epoch:243]: Training Loss:0.001126 + +2023-06-21 07:46:50,273 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:47:02,395 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:47:14,369 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.41558, Head : 0.23487, Avg : 0.32522 + +2023-06-21 07:47:14,369 - yago11k_both_0.001 - [INFO] - [Epoch 243]: Training Loss: 0.0011257, Valid MRR: 0.32573, + + + +2023-06-21 07:47:15,011 - yago11k_both_0.001 - [INFO] - [E:244| 0]: Train Loss:0.0011812, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:48:18,543 - yago11k_both_0.001 - [INFO] - [E:244| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:49:22,108 - yago11k_both_0.001 - [INFO] - [E:244| 200]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:50:25,606 - yago11k_both_0.001 - [INFO] - [E:244| 300]: Train Loss:0.001125, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:51:29,110 - yago11k_both_0.001 - [INFO] - [E:244| 400]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:52:32,666 - yago11k_both_0.001 - [INFO] - [E:244| 500]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:53:35,743 - yago11k_both_0.001 - [INFO] - [E:244| 600]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:53:35,743 - yago11k_both_0.001 - [INFO] - [Epoch:244]: Training Loss:0.001126 + +2023-06-21 07:53:35,959 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:53:48,080 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 07:54:00,043 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.41206, Head : 0.23307, Avg : 0.32256 + +2023-06-21 07:54:00,043 - yago11k_both_0.001 - [INFO] - [Epoch 244]: Training Loss: 0.0011256, Valid MRR: 0.32573, + + + +2023-06-21 07:54:00,683 - yago11k_both_0.001 - [INFO] - [E:245| 0]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:55:04,189 - yago11k_both_0.001 - [INFO] - [E:245| 100]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:56:07,735 - yago11k_both_0.001 - [INFO] - [E:245| 200]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:57:11,253 - yago11k_both_0.001 - [INFO] - [E:245| 300]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:58:14,743 - yago11k_both_0.001 - [INFO] - [E:245| 400]: Train Loss:0.0011243, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 07:59:18,251 - yago11k_both_0.001 - [INFO] - [E:245| 500]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:00:21,309 - yago11k_both_0.001 - [INFO] - [E:245| 600]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:00:21,310 - yago11k_both_0.001 - [INFO] - [Epoch:245]: Training Loss:0.001125 + +2023-06-21 08:00:21,527 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:00:33,648 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:00:45,610 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.41369, Head : 0.23173, Avg : 0.32271 + +2023-06-21 08:00:45,610 - yago11k_both_0.001 - [INFO] - [Epoch 245]: Training Loss: 0.0011249, Valid MRR: 0.32573, + + + +2023-06-21 08:00:46,253 - yago11k_both_0.001 - [INFO] - [E:246| 0]: Train Loss:0.0011217, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:01:49,746 - yago11k_both_0.001 - [INFO] - [E:246| 100]: Train Loss:0.0011228, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:02:53,193 - yago11k_both_0.001 - [INFO] - [E:246| 200]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:03:56,644 - yago11k_both_0.001 - [INFO] - [E:246| 300]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:05:00,069 - yago11k_both_0.001 - [INFO] - [E:246| 400]: Train Loss:0.0011238, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:06:03,469 - yago11k_both_0.001 - [INFO] - [E:246| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:07:06,457 - yago11k_both_0.001 - [INFO] - [E:246| 600]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:07:06,457 - yago11k_both_0.001 - [INFO] - [Epoch:246]: Training Loss:0.001125 + +2023-06-21 08:07:06,675 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:07:18,792 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:07:30,758 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.41213, Head : 0.23029, Avg : 0.32121 + +2023-06-21 08:07:30,758 - yago11k_both_0.001 - [INFO] - [Epoch 246]: Training Loss: 0.0011252, Valid MRR: 0.32573, + + + +2023-06-21 08:07:31,398 - yago11k_both_0.001 - [INFO] - [E:247| 0]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:08:34,870 - yago11k_both_0.001 - [INFO] - [E:247| 100]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:09:38,330 - yago11k_both_0.001 - [INFO] - [E:247| 200]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:10:41,799 - yago11k_both_0.001 - [INFO] - [E:247| 300]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:11:45,301 - yago11k_both_0.001 - [INFO] - [E:247| 400]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:12:48,792 - yago11k_both_0.001 - [INFO] - [E:247| 500]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:13:51,800 - yago11k_both_0.001 - [INFO] - [E:247| 600]: Train Loss:0.001125, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:13:51,801 - yago11k_both_0.001 - [INFO] - [Epoch:247]: Training Loss:0.001125 + +2023-06-21 08:13:52,018 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:14:04,127 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:14:16,077 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.40704, Head : 0.23101, Avg : 0.31902 + +2023-06-21 08:14:16,077 - yago11k_both_0.001 - [INFO] - [Epoch 247]: Training Loss: 0.001125, Valid MRR: 0.32573, + + + +2023-06-21 08:14:16,719 - yago11k_both_0.001 - [INFO] - [E:248| 0]: Train Loss:0.0011166, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:15:20,084 - yago11k_both_0.001 - [INFO] - [E:248| 100]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:16:23,467 - yago11k_both_0.001 - [INFO] - [E:248| 200]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:17:26,825 - yago11k_both_0.001 - [INFO] - [E:248| 300]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:18:30,187 - yago11k_both_0.001 - [INFO] - [E:248| 400]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:19:33,541 - yago11k_both_0.001 - [INFO] - [E:248| 500]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:20:36,474 - yago11k_both_0.001 - [INFO] - [E:248| 600]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:20:36,475 - yago11k_both_0.001 - [INFO] - [Epoch:248]: Training Loss:0.001125 + +2023-06-21 08:20:36,689 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:20:48,784 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:21:00,723 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.4063, Head : 0.23026, Avg : 0.31828 + +2023-06-21 08:21:00,723 - yago11k_both_0.001 - [INFO] - [Epoch 248]: Training Loss: 0.0011246, Valid MRR: 0.32573, + + + +2023-06-21 08:21:01,365 - yago11k_both_0.001 - [INFO] - [E:249| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:22:04,716 - yago11k_both_0.001 - [INFO] - [E:249| 100]: Train Loss:0.0011227, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:23:08,049 - yago11k_both_0.001 - [INFO] - [E:249| 200]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:24:11,412 - yago11k_both_0.001 - [INFO] - [E:249| 300]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:25:14,769 - yago11k_both_0.001 - [INFO] - [E:249| 400]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:26:18,218 - yago11k_both_0.001 - [INFO] - [E:249| 500]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:27:21,247 - yago11k_both_0.001 - [INFO] - [E:249| 600]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:27:21,247 - yago11k_both_0.001 - [INFO] - [Epoch:249]: Training Loss:0.001124 + +2023-06-21 08:27:21,464 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:27:33,568 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:27:45,526 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.4054, Head : 0.23353, Avg : 0.31947 + MR: Tail : 992.04, Head : 1246.0, Avg : 1119.0 + Hit-1: Tail : 0.31745, Head : 0.19617, Avg : 0.25681 + Hit-3: Tail : 0.44887, Head : 0.23173, Avg : 0.3403 + Hit-10: Tail : 0.57974, Head : 0.30356, Avg : 0.44165 +2023-06-21 08:27:45,526 - yago11k_both_0.001 - [INFO] - [Epoch 249]: Training Loss: 0.0011244, Valid MRR: 0.32573, + + + +2023-06-21 08:27:46,171 - yago11k_both_0.001 - [INFO] - [E:250| 0]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:28:49,596 - yago11k_both_0.001 - [INFO] - [E:250| 100]: Train Loss:0.0011229, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:29:53,064 - yago11k_both_0.001 - [INFO] - [E:250| 200]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:30:56,552 - yago11k_both_0.001 - [INFO] - [E:250| 300]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:32:00,029 - yago11k_both_0.001 - [INFO] - [E:250| 400]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:33:03,501 - yago11k_both_0.001 - [INFO] - [E:250| 500]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:34:06,513 - yago11k_both_0.001 - [INFO] - [E:250| 600]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:34:06,513 - yago11k_both_0.001 - [INFO] - [Epoch:250]: Training Loss:0.001125 + +2023-06-21 08:34:06,729 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:34:18,840 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:34:30,804 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.41116, Head : 0.23223, Avg : 0.32169 + +2023-06-21 08:34:30,805 - yago11k_both_0.001 - [INFO] - [Epoch 250]: Training Loss: 0.0011247, Valid MRR: 0.32573, + + + +2023-06-21 08:34:31,443 - yago11k_both_0.001 - [INFO] - [E:251| 0]: Train Loss:0.0011358, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:35:34,906 - yago11k_both_0.001 - [INFO] - [E:251| 100]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:36:38,350 - yago11k_both_0.001 - [INFO] - [E:251| 200]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:37:41,803 - yago11k_both_0.001 - [INFO] - [E:251| 300]: Train Loss:0.0011241, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:38:45,240 - yago11k_both_0.001 - [INFO] - [E:251| 400]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:39:48,688 - yago11k_both_0.001 - [INFO] - [E:251| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:40:51,649 - yago11k_both_0.001 - [INFO] - [E:251| 600]: Train Loss:0.0011243, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:40:51,649 - yago11k_both_0.001 - [INFO] - [Epoch:251]: Training Loss:0.001124 + +2023-06-21 08:40:51,865 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:41:03,958 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:41:15,915 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.4094, Head : 0.23094, Avg : 0.32017 + +2023-06-21 08:41:15,915 - yago11k_both_0.001 - [INFO] - [Epoch 251]: Training Loss: 0.0011243, Valid MRR: 0.32573, + + + +2023-06-21 08:41:16,562 - yago11k_both_0.001 - [INFO] - [E:252| 0]: Train Loss:0.0011182, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:42:19,984 - yago11k_both_0.001 - [INFO] - [E:252| 100]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:43:23,306 - yago11k_both_0.001 - [INFO] - [E:252| 200]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:44:26,723 - yago11k_both_0.001 - [INFO] - [E:252| 300]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:45:30,161 - yago11k_both_0.001 - [INFO] - [E:252| 400]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:46:33,621 - yago11k_both_0.001 - [INFO] - [E:252| 500]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:47:36,670 - yago11k_both_0.001 - [INFO] - [E:252| 600]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:47:36,670 - yago11k_both_0.001 - [INFO] - [Epoch:252]: Training Loss:0.001125 + +2023-06-21 08:47:36,886 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:47:48,996 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:48:00,947 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.41197, Head : 0.2339, Avg : 0.32293 + +2023-06-21 08:48:00,947 - yago11k_both_0.001 - [INFO] - [Epoch 252]: Training Loss: 0.0011247, Valid MRR: 0.32573, + + + +2023-06-21 08:48:01,591 - yago11k_both_0.001 - [INFO] - [E:253| 0]: Train Loss:0.0011407, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:49:05,051 - yago11k_both_0.001 - [INFO] - [E:253| 100]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:50:08,485 - yago11k_both_0.001 - [INFO] - [E:253| 200]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:51:11,947 - yago11k_both_0.001 - [INFO] - [E:253| 300]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:52:15,405 - yago11k_both_0.001 - [INFO] - [E:253| 400]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:53:18,847 - yago11k_both_0.001 - [INFO] - [E:253| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:54:21,875 - yago11k_both_0.001 - [INFO] - [E:253| 600]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:54:21,875 - yago11k_both_0.001 - [INFO] - [Epoch:253]: Training Loss:0.001125 + +2023-06-21 08:54:22,090 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:54:34,208 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 08:54:46,158 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.41787, Head : 0.23195, Avg : 0.32491 + +2023-06-21 08:54:46,158 - yago11k_both_0.001 - [INFO] - [Epoch 253]: Training Loss: 0.0011245, Valid MRR: 0.32573, + + + +2023-06-21 08:54:46,798 - yago11k_both_0.001 - [INFO] - [E:254| 0]: Train Loss:0.0011088, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:55:50,310 - yago11k_both_0.001 - [INFO] - [E:254| 100]: Train Loss:0.0011199, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:56:53,796 - yago11k_both_0.001 - [INFO] - [E:254| 200]: Train Loss:0.0011231, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:57:57,286 - yago11k_both_0.001 - [INFO] - [E:254| 300]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 08:59:00,739 - yago11k_both_0.001 - [INFO] - [E:254| 400]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 09:00:04,234 - yago11k_both_0.001 - [INFO] - [E:254| 500]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 09:01:07,279 - yago11k_both_0.001 - [INFO] - [E:254| 600]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001 +2023-06-21 09:01:07,280 - yago11k_both_0.001 - [INFO] - [Epoch:254]: Training Loss:0.001124 + +2023-06-21 09:01:07,496 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:01:19,638 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:01:31,611 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.41942, Head : 0.23372, Avg : 0.32657 + +2023-06-21 09:01:32,565 - yago11k_both_0.001 - [INFO] - [Epoch 254]: Training Loss: 0.0011242, Valid MRR: 0.32657, + + + +2023-06-21 09:01:33,216 - yago11k_both_0.001 - [INFO] - [E:255| 0]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:02:36,599 - yago11k_both_0.001 - [INFO] - [E:255| 100]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:03:39,999 - yago11k_both_0.001 - [INFO] - [E:255| 200]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:04:43,336 - yago11k_both_0.001 - [INFO] - [E:255| 300]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:05:46,706 - yago11k_both_0.001 - [INFO] - [E:255| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:06:50,053 - yago11k_both_0.001 - [INFO] - [E:255| 500]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:07:52,986 - yago11k_both_0.001 - [INFO] - [E:255| 600]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:07:52,986 - yago11k_both_0.001 - [INFO] - [Epoch:255]: Training Loss:0.001124 + +2023-06-21 09:07:53,203 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:08:05,316 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:08:17,253 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.41432, Head : 0.23463, Avg : 0.32448 + +2023-06-21 09:08:17,253 - yago11k_both_0.001 - [INFO] - [Epoch 255]: Training Loss: 0.0011239, Valid MRR: 0.32657, + + + +2023-06-21 09:08:17,890 - yago11k_both_0.001 - [INFO] - [E:256| 0]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:09:21,243 - yago11k_both_0.001 - [INFO] - [E:256| 100]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:10:24,695 - yago11k_both_0.001 - [INFO] - [E:256| 200]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:11:28,138 - yago11k_both_0.001 - [INFO] - [E:256| 300]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:12:31,517 - yago11k_both_0.001 - [INFO] - [E:256| 400]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:13:34,911 - yago11k_both_0.001 - [INFO] - [E:256| 500]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:14:37,868 - yago11k_both_0.001 - [INFO] - [E:256| 600]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:14:37,869 - yago11k_both_0.001 - [INFO] - [Epoch:256]: Training Loss:0.001124 + +2023-06-21 09:14:38,083 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:14:50,201 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:15:02,138 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.41467, Head : 0.23187, Avg : 0.32327 + +2023-06-21 09:15:02,138 - yago11k_both_0.001 - [INFO] - [Epoch 256]: Training Loss: 0.0011241, Valid MRR: 0.32657, + + + +2023-06-21 09:15:02,776 - yago11k_both_0.001 - [INFO] - [E:257| 0]: Train Loss:0.0011481, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:16:06,160 - yago11k_both_0.001 - [INFO] - [E:257| 100]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:17:09,678 - yago11k_both_0.001 - [INFO] - [E:257| 200]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:18:13,219 - yago11k_both_0.001 - [INFO] - [E:257| 300]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:19:16,715 - yago11k_both_0.001 - [INFO] - [E:257| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:20:21,458 - yago11k_both_0.001 - [INFO] - [E:257| 500]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:21:25,910 - yago11k_both_0.001 - [INFO] - [E:257| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:21:25,913 - yago11k_both_0.001 - [INFO] - [Epoch:257]: Training Loss:0.001123 + +2023-06-21 09:21:26,145 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:21:38,720 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:21:51,180 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.41322, Head : 0.23249, Avg : 0.32286 + +2023-06-21 09:21:51,181 - yago11k_both_0.001 - [INFO] - [Epoch 257]: Training Loss: 0.0011235, Valid MRR: 0.32657, + + + +2023-06-21 09:21:51,853 - yago11k_both_0.001 - [INFO] - [E:258| 0]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:22:56,837 - yago11k_both_0.001 - [INFO] - [E:258| 100]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:24:01,837 - yago11k_both_0.001 - [INFO] - [E:258| 200]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:25:06,758 - yago11k_both_0.001 - [INFO] - [E:258| 300]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:26:11,791 - yago11k_both_0.001 - [INFO] - [E:258| 400]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:27:16,538 - yago11k_both_0.001 - [INFO] - [E:258| 500]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:28:21,192 - yago11k_both_0.001 - [INFO] - [E:258| 600]: Train Loss:0.0011242, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:28:21,193 - yago11k_both_0.001 - [INFO] - [Epoch:258]: Training Loss:0.001124 + +2023-06-21 09:28:21,417 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:28:33,945 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:28:46,539 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.41469, Head : 0.23321, Avg : 0.32395 + +2023-06-21 09:28:46,539 - yago11k_both_0.001 - [INFO] - [Epoch 258]: Training Loss: 0.0011242, Valid MRR: 0.32657, + + + +2023-06-21 09:28:47,201 - yago11k_both_0.001 - [INFO] - [E:259| 0]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:29:52,228 - yago11k_both_0.001 - [INFO] - [E:259| 100]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:30:57,229 - yago11k_both_0.001 - [INFO] - [E:259| 200]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:32:02,289 - yago11k_both_0.001 - [INFO] - [E:259| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:33:07,469 - yago11k_both_0.001 - [INFO] - [E:259| 400]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:34:12,596 - yago11k_both_0.001 - [INFO] - [E:259| 500]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:35:17,283 - yago11k_both_0.001 - [INFO] - [E:259| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:35:17,283 - yago11k_both_0.001 - [INFO] - [Epoch:259]: Training Loss:0.001124 + +2023-06-21 09:35:17,511 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:35:30,072 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:35:42,414 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.40921, Head : 0.2303, Avg : 0.31975 + MR: Tail : 956.46, Head : 1255.9, Avg : 1106.2 + Hit-1: Tail : 0.32203, Head : 0.192, Avg : 0.25702 + Hit-3: Tail : 0.45638, Head : 0.22812, Avg : 0.34225 + Hit-10: Tail : 0.57391, Head : 0.30356, Avg : 0.43873 +2023-06-21 09:35:42,415 - yago11k_both_0.001 - [INFO] - [Epoch 259]: Training Loss: 0.0011235, Valid MRR: 0.32657, + + + +2023-06-21 09:35:43,055 - yago11k_both_0.001 - [INFO] - [E:260| 0]: Train Loss:0.0011662, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:36:48,241 - yago11k_both_0.001 - [INFO] - [E:260| 100]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:37:53,512 - yago11k_both_0.001 - [INFO] - [E:260| 200]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:38:58,787 - yago11k_both_0.001 - [INFO] - [E:260| 300]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:40:04,055 - yago11k_both_0.001 - [INFO] - [E:260| 400]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:41:09,228 - yago11k_both_0.001 - [INFO] - [E:260| 500]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:42:14,046 - yago11k_both_0.001 - [INFO] - [E:260| 600]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:42:14,046 - yago11k_both_0.001 - [INFO] - [Epoch:260]: Training Loss:0.001124 + +2023-06-21 09:42:14,275 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:42:26,825 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:42:39,295 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.41202, Head : 0.2334, Avg : 0.32271 + +2023-06-21 09:42:39,295 - yago11k_both_0.001 - [INFO] - [Epoch 260]: Training Loss: 0.0011243, Valid MRR: 0.32657, + + + +2023-06-21 09:42:39,968 - yago11k_both_0.001 - [INFO] - [E:261| 0]: Train Loss:0.0011375, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:43:45,198 - yago11k_both_0.001 - [INFO] - [E:261| 100]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:44:50,257 - yago11k_both_0.001 - [INFO] - [E:261| 200]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:45:54,923 - yago11k_both_0.001 - [INFO] - [E:261| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:46:58,507 - yago11k_both_0.001 - [INFO] - [E:261| 400]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:48:02,080 - yago11k_both_0.001 - [INFO] - [E:261| 500]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:49:05,220 - yago11k_both_0.001 - [INFO] - [E:261| 600]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:49:05,221 - yago11k_both_0.001 - [INFO] - [Epoch:261]: Training Loss:0.001124 + +2023-06-21 09:49:05,437 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:49:17,571 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:49:29,563 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.41463, Head : 0.23719, Avg : 0.32591 + +2023-06-21 09:49:29,563 - yago11k_both_0.001 - [INFO] - [Epoch 261]: Training Loss: 0.0011239, Valid MRR: 0.32657, + + + +2023-06-21 09:49:30,204 - yago11k_both_0.001 - [INFO] - [E:262| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:50:33,764 - yago11k_both_0.001 - [INFO] - [E:262| 100]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:51:37,314 - yago11k_both_0.001 - [INFO] - [E:262| 200]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:52:40,875 - yago11k_both_0.001 - [INFO] - [E:262| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:53:44,436 - yago11k_both_0.001 - [INFO] - [E:262| 400]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:54:47,997 - yago11k_both_0.001 - [INFO] - [E:262| 500]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:55:51,126 - yago11k_both_0.001 - [INFO] - [E:262| 600]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:55:51,127 - yago11k_both_0.001 - [INFO] - [Epoch:262]: Training Loss:0.001124 + +2023-06-21 09:55:51,342 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:56:03,475 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 09:56:15,449 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.41134, Head : 0.23344, Avg : 0.32239 + +2023-06-21 09:56:15,450 - yago11k_both_0.001 - [INFO] - [Epoch 262]: Training Loss: 0.0011238, Valid MRR: 0.32657, + + + +2023-06-21 09:56:16,088 - yago11k_both_0.001 - [INFO] - [E:263| 0]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:57:19,661 - yago11k_both_0.001 - [INFO] - [E:263| 100]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:58:23,212 - yago11k_both_0.001 - [INFO] - [E:263| 200]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 09:59:26,765 - yago11k_both_0.001 - [INFO] - [E:263| 300]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:00:30,309 - yago11k_both_0.001 - [INFO] - [E:263| 400]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:01:33,849 - yago11k_both_0.001 - [INFO] - [E:263| 500]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:02:36,979 - yago11k_both_0.001 - [INFO] - [E:263| 600]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:02:36,979 - yago11k_both_0.001 - [INFO] - [Epoch:263]: Training Loss:0.001123 + +2023-06-21 10:02:37,195 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:02:49,324 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:03:01,287 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.40638, Head : 0.23121, Avg : 0.3188 + +2023-06-21 10:03:01,287 - yago11k_both_0.001 - [INFO] - [Epoch 263]: Training Loss: 0.0011233, Valid MRR: 0.32657, + + + +2023-06-21 10:03:01,927 - yago11k_both_0.001 - [INFO] - [E:264| 0]: Train Loss:0.0010988, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:04:05,462 - yago11k_both_0.001 - [INFO] - [E:264| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:05:09,037 - yago11k_both_0.001 - [INFO] - [E:264| 200]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:06:12,660 - yago11k_both_0.001 - [INFO] - [E:264| 300]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:07:16,246 - yago11k_both_0.001 - [INFO] - [E:264| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:08:19,804 - yago11k_both_0.001 - [INFO] - [E:264| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:09:22,954 - yago11k_both_0.001 - [INFO] - [E:264| 600]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:09:22,954 - yago11k_both_0.001 - [INFO] - [Epoch:264]: Training Loss:0.001123 + +2023-06-21 10:09:23,171 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:09:35,325 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:09:47,303 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.4107, Head : 0.23042, Avg : 0.32056 + +2023-06-21 10:09:47,303 - yago11k_both_0.001 - [INFO] - [Epoch 264]: Training Loss: 0.0011232, Valid MRR: 0.32657, + + + +2023-06-21 10:09:47,942 - yago11k_both_0.001 - [INFO] - [E:265| 0]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:10:51,554 - yago11k_both_0.001 - [INFO] - [E:265| 100]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:11:55,171 - yago11k_both_0.001 - [INFO] - [E:265| 200]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:12:58,779 - yago11k_both_0.001 - [INFO] - [E:265| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:14:02,291 - yago11k_both_0.001 - [INFO] - [E:265| 400]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:15:05,738 - yago11k_both_0.001 - [INFO] - [E:265| 500]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:16:08,707 - yago11k_both_0.001 - [INFO] - [E:265| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:16:08,707 - yago11k_both_0.001 - [INFO] - [Epoch:265]: Training Loss:0.001123 + +2023-06-21 10:16:08,923 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:16:21,026 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:16:32,954 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.40849, Head : 0.23309, Avg : 0.32079 + +2023-06-21 10:16:32,954 - yago11k_both_0.001 - [INFO] - [Epoch 265]: Training Loss: 0.0011235, Valid MRR: 0.32657, + + + +2023-06-21 10:16:33,591 - yago11k_both_0.001 - [INFO] - [E:266| 0]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:17:36,943 - yago11k_both_0.001 - [INFO] - [E:266| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:18:40,247 - yago11k_both_0.001 - [INFO] - [E:266| 200]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:19:43,541 - yago11k_both_0.001 - [INFO] - [E:266| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:20:46,802 - yago11k_both_0.001 - [INFO] - [E:266| 400]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:21:50,028 - yago11k_both_0.001 - [INFO] - [E:266| 500]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:22:52,787 - yago11k_both_0.001 - [INFO] - [E:266| 600]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:22:52,787 - yago11k_both_0.001 - [INFO] - [Epoch:266]: Training Loss:0.001123 + +2023-06-21 10:22:53,003 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:23:05,066 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:23:16,962 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.4117, Head : 0.23069, Avg : 0.3212 + +2023-06-21 10:23:16,962 - yago11k_both_0.001 - [INFO] - [Epoch 266]: Training Loss: 0.0011234, Valid MRR: 0.32657, + + + +2023-06-21 10:23:17,605 - yago11k_both_0.001 - [INFO] - [E:267| 0]: Train Loss:0.0011088, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:24:20,781 - yago11k_both_0.001 - [INFO] - [E:267| 100]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:25:23,918 - yago11k_both_0.001 - [INFO] - [E:267| 200]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:26:27,062 - yago11k_both_0.001 - [INFO] - [E:267| 300]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:27:30,193 - yago11k_both_0.001 - [INFO] - [E:267| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:28:33,274 - yago11k_both_0.001 - [INFO] - [E:267| 500]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:29:35,928 - yago11k_both_0.001 - [INFO] - [E:267| 600]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:29:35,928 - yago11k_both_0.001 - [INFO] - [Epoch:267]: Training Loss:0.001124 + +2023-06-21 10:29:36,142 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:29:48,192 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:30:00,073 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.40667, Head : 0.23054, Avg : 0.31861 + +2023-06-21 10:30:00,073 - yago11k_both_0.001 - [INFO] - [Epoch 267]: Training Loss: 0.0011236, Valid MRR: 0.32657, + + + +2023-06-21 10:30:00,709 - yago11k_both_0.001 - [INFO] - [E:268| 0]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:31:03,831 - yago11k_both_0.001 - [INFO] - [E:268| 100]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:32:06,942 - yago11k_both_0.001 - [INFO] - [E:268| 200]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:33:10,042 - yago11k_both_0.001 - [INFO] - [E:268| 300]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:34:13,146 - yago11k_both_0.001 - [INFO] - [E:268| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:35:16,239 - yago11k_both_0.001 - [INFO] - [E:268| 500]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:36:18,902 - yago11k_both_0.001 - [INFO] - [E:268| 600]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:36:18,902 - yago11k_both_0.001 - [INFO] - [Epoch:268]: Training Loss:0.001123 + +2023-06-21 10:36:19,117 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:36:31,168 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:36:43,046 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.4123, Head : 0.2313, Avg : 0.3218 + +2023-06-21 10:36:43,046 - yago11k_both_0.001 - [INFO] - [Epoch 268]: Training Loss: 0.0011234, Valid MRR: 0.32657, + + + +2023-06-21 10:36:43,690 - yago11k_both_0.001 - [INFO] - [E:269| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:37:46,782 - yago11k_both_0.001 - [INFO] - [E:269| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:38:49,873 - yago11k_both_0.001 - [INFO] - [E:269| 200]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:39:52,960 - yago11k_both_0.001 - [INFO] - [E:269| 300]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:40:56,059 - yago11k_both_0.001 - [INFO] - [E:269| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:41:59,234 - yago11k_both_0.001 - [INFO] - [E:269| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:43:01,882 - yago11k_both_0.001 - [INFO] - [E:269| 600]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:43:01,882 - yago11k_both_0.001 - [INFO] - [Epoch:269]: Training Loss:0.001123 + +2023-06-21 10:43:02,097 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:43:14,156 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:43:26,043 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.41268, Head : 0.23201, Avg : 0.32234 + MR: Tail : 1023.6, Head : 1250.9, Avg : 1137.3 + Hit-1: Tail : 0.33079, Head : 0.192, Avg : 0.26139 + Hit-3: Tail : 0.44971, Head : 0.23298, Avg : 0.34134 + Hit-10: Tail : 0.57641, Head : 0.29994, Avg : 0.43818 +2023-06-21 10:43:26,044 - yago11k_both_0.001 - [INFO] - [Epoch 269]: Training Loss: 0.0011232, Valid MRR: 0.32657, + + + +2023-06-21 10:43:26,679 - yago11k_both_0.001 - [INFO] - [E:270| 0]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:44:29,809 - yago11k_both_0.001 - [INFO] - [E:270| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:45:32,894 - yago11k_both_0.001 - [INFO] - [E:270| 200]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:46:35,972 - yago11k_both_0.001 - [INFO] - [E:270| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:47:39,030 - yago11k_both_0.001 - [INFO] - [E:270| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:48:42,125 - yago11k_both_0.001 - [INFO] - [E:270| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:49:44,760 - yago11k_both_0.001 - [INFO] - [E:270| 600]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:49:44,761 - yago11k_both_0.001 - [INFO] - [Epoch:270]: Training Loss:0.001123 + +2023-06-21 10:49:44,975 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:49:57,029 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:50:08,912 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.41459, Head : 0.23375, Avg : 0.32417 + +2023-06-21 10:50:08,912 - yago11k_both_0.001 - [INFO] - [Epoch 270]: Training Loss: 0.0011229, Valid MRR: 0.32657, + + + +2023-06-21 10:50:09,548 - yago11k_both_0.001 - [INFO] - [E:271| 0]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:51:12,628 - yago11k_both_0.001 - [INFO] - [E:271| 100]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:52:15,707 - yago11k_both_0.001 - [INFO] - [E:271| 200]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:53:18,759 - yago11k_both_0.001 - [INFO] - [E:271| 300]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:54:21,829 - yago11k_both_0.001 - [INFO] - [E:271| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:55:24,906 - yago11k_both_0.001 - [INFO] - [E:271| 500]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:56:27,537 - yago11k_both_0.001 - [INFO] - [E:271| 600]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:56:27,537 - yago11k_both_0.001 - [INFO] - [Epoch:271]: Training Loss:0.001123 + +2023-06-21 10:56:27,752 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:56:39,804 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 10:56:51,678 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.41233, Head : 0.23438, Avg : 0.32336 + +2023-06-21 10:56:51,678 - yago11k_both_0.001 - [INFO] - [Epoch 271]: Training Loss: 0.0011226, Valid MRR: 0.32657, + + + +2023-06-21 10:56:52,314 - yago11k_both_0.001 - [INFO] - [E:272| 0]: Train Loss:0.0011426, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:57:55,381 - yago11k_both_0.001 - [INFO] - [E:272| 100]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 10:58:58,411 - yago11k_both_0.001 - [INFO] - [E:272| 200]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:00:01,448 - yago11k_both_0.001 - [INFO] - [E:272| 300]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:01:04,505 - yago11k_both_0.001 - [INFO] - [E:272| 400]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:02:07,566 - yago11k_both_0.001 - [INFO] - [E:272| 500]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:03:10,206 - yago11k_both_0.001 - [INFO] - [E:272| 600]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:03:10,206 - yago11k_both_0.001 - [INFO] - [Epoch:272]: Training Loss:0.001122 + +2023-06-21 11:03:10,422 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:03:22,475 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:03:34,351 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.40959, Head : 0.23674, Avg : 0.32316 + +2023-06-21 11:03:34,352 - yago11k_both_0.001 - [INFO] - [Epoch 272]: Training Loss: 0.0011223, Valid MRR: 0.32657, + + + +2023-06-21 11:03:34,987 - yago11k_both_0.001 - [INFO] - [E:273| 0]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:04:38,075 - yago11k_both_0.001 - [INFO] - [E:273| 100]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:05:41,119 - yago11k_both_0.001 - [INFO] - [E:273| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:06:44,210 - yago11k_both_0.001 - [INFO] - [E:273| 300]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:07:47,261 - yago11k_both_0.001 - [INFO] - [E:273| 400]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:08:50,318 - yago11k_both_0.001 - [INFO] - [E:273| 500]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:09:52,921 - yago11k_both_0.001 - [INFO] - [E:273| 600]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:09:52,921 - yago11k_both_0.001 - [INFO] - [Epoch:273]: Training Loss:0.001123 + +2023-06-21 11:09:53,136 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:10:05,178 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:10:17,046 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.41047, Head : 0.23477, Avg : 0.32262 + +2023-06-21 11:10:17,046 - yago11k_both_0.001 - [INFO] - [Epoch 273]: Training Loss: 0.0011225, Valid MRR: 0.32657, + + + +2023-06-21 11:10:17,682 - yago11k_both_0.001 - [INFO] - [E:274| 0]: Train Loss:0.0011824, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:11:20,729 - yago11k_both_0.001 - [INFO] - [E:274| 100]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:12:23,791 - yago11k_both_0.001 - [INFO] - [E:274| 200]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:13:26,828 - yago11k_both_0.001 - [INFO] - [E:274| 300]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:14:29,835 - yago11k_both_0.001 - [INFO] - [E:274| 400]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:15:32,837 - yago11k_both_0.001 - [INFO] - [E:274| 500]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:16:35,453 - yago11k_both_0.001 - [INFO] - [E:274| 600]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:16:35,453 - yago11k_both_0.001 - [INFO] - [Epoch:274]: Training Loss:0.001123 + +2023-06-21 11:16:35,667 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:16:47,711 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:16:59,580 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.40982, Head : 0.23079, Avg : 0.32031 + +2023-06-21 11:16:59,580 - yago11k_both_0.001 - [INFO] - [Epoch 274]: Training Loss: 0.0011225, Valid MRR: 0.32657, + + + +2023-06-21 11:17:00,216 - yago11k_both_0.001 - [INFO] - [E:275| 0]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:18:03,215 - yago11k_both_0.001 - [INFO] - [E:275| 100]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:19:06,282 - yago11k_both_0.001 - [INFO] - [E:275| 200]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:20:09,320 - yago11k_both_0.001 - [INFO] - [E:275| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:21:12,382 - yago11k_both_0.001 - [INFO] - [E:275| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:22:15,379 - yago11k_both_0.001 - [INFO] - [E:275| 500]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:23:17,955 - yago11k_both_0.001 - [INFO] - [E:275| 600]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:23:17,956 - yago11k_both_0.001 - [INFO] - [Epoch:275]: Training Loss:0.001122 + +2023-06-21 11:23:18,169 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:23:30,216 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:23:42,098 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.40812, Head : 0.23301, Avg : 0.32057 + +2023-06-21 11:23:42,098 - yago11k_both_0.001 - [INFO] - [Epoch 275]: Training Loss: 0.0011223, Valid MRR: 0.32657, + + + +2023-06-21 11:23:42,740 - yago11k_both_0.001 - [INFO] - [E:276| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:24:45,755 - yago11k_both_0.001 - [INFO] - [E:276| 100]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:25:48,795 - yago11k_both_0.001 - [INFO] - [E:276| 200]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:26:51,821 - yago11k_both_0.001 - [INFO] - [E:276| 300]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:27:54,810 - yago11k_both_0.001 - [INFO] - [E:276| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:28:57,801 - yago11k_both_0.001 - [INFO] - [E:276| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:30:00,377 - yago11k_both_0.001 - [INFO] - [E:276| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:30:00,377 - yago11k_both_0.001 - [INFO] - [Epoch:276]: Training Loss:0.001122 + +2023-06-21 11:30:00,592 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:30:12,629 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:30:24,500 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.40797, Head : 0.23482, Avg : 0.32139 + +2023-06-21 11:30:24,500 - yago11k_both_0.001 - [INFO] - [Epoch 276]: Training Loss: 0.0011222, Valid MRR: 0.32657, + + + +2023-06-21 11:30:25,142 - yago11k_both_0.001 - [INFO] - [E:277| 0]: Train Loss:0.0011055, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:31:28,131 - yago11k_both_0.001 - [INFO] - [E:277| 100]: Train Loss:0.0011242, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:32:31,137 - yago11k_both_0.001 - [INFO] - [E:277| 200]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:33:34,127 - yago11k_both_0.001 - [INFO] - [E:277| 300]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:34:37,129 - yago11k_both_0.001 - [INFO] - [E:277| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:35:40,139 - yago11k_both_0.001 - [INFO] - [E:277| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:36:42,710 - yago11k_both_0.001 - [INFO] - [E:277| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:36:42,710 - yago11k_both_0.001 - [INFO] - [Epoch:277]: Training Loss:0.001122 + +2023-06-21 11:36:42,924 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:36:54,970 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:37:06,837 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.41127, Head : 0.23458, Avg : 0.32293 + +2023-06-21 11:37:06,837 - yago11k_both_0.001 - [INFO] - [Epoch 277]: Training Loss: 0.0011221, Valid MRR: 0.32657, + + + +2023-06-21 11:37:07,473 - yago11k_both_0.001 - [INFO] - [E:278| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:38:10,453 - yago11k_both_0.001 - [INFO] - [E:278| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:39:13,474 - yago11k_both_0.001 - [INFO] - [E:278| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:40:16,485 - yago11k_both_0.001 - [INFO] - [E:278| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:41:19,473 - yago11k_both_0.001 - [INFO] - [E:278| 400]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:42:22,465 - yago11k_both_0.001 - [INFO] - [E:278| 500]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:43:25,024 - yago11k_both_0.001 - [INFO] - [E:278| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:43:25,025 - yago11k_both_0.001 - [INFO] - [Epoch:278]: Training Loss:0.001122 + +2023-06-21 11:43:25,239 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:43:37,280 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:43:49,152 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.41008, Head : 0.23056, Avg : 0.32032 + +2023-06-21 11:43:49,152 - yago11k_both_0.001 - [INFO] - [Epoch 278]: Training Loss: 0.0011222, Valid MRR: 0.32657, + + + +2023-06-21 11:43:49,787 - yago11k_both_0.001 - [INFO] - [E:279| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:44:52,796 - yago11k_both_0.001 - [INFO] - [E:279| 100]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:45:55,782 - yago11k_both_0.001 - [INFO] - [E:279| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:46:58,792 - yago11k_both_0.001 - [INFO] - [E:279| 300]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:48:01,770 - yago11k_both_0.001 - [INFO] - [E:279| 400]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:49:04,754 - yago11k_both_0.001 - [INFO] - [E:279| 500]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:50:07,319 - yago11k_both_0.001 - [INFO] - [E:279| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:50:07,319 - yago11k_both_0.001 - [INFO] - [Epoch:279]: Training Loss:0.001122 + +2023-06-21 11:50:07,533 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:50:19,566 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:50:31,440 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.40473, Head : 0.23169, Avg : 0.31821 + MR: Tail : 988.14, Head : 1252.2, Avg : 1120.2 + Hit-1: Tail : 0.31939, Head : 0.19172, Avg : 0.25556 + Hit-3: Tail : 0.4486, Head : 0.22881, Avg : 0.33871 + Hit-10: Tail : 0.57516, Head : 0.3055, Avg : 0.44033 +2023-06-21 11:50:31,440 - yago11k_both_0.001 - [INFO] - [Epoch 279]: Training Loss: 0.001122, Valid MRR: 0.32657, + + + +2023-06-21 11:50:32,076 - yago11k_both_0.001 - [INFO] - [E:280| 0]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:51:35,093 - yago11k_both_0.001 - [INFO] - [E:280| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:52:38,093 - yago11k_both_0.001 - [INFO] - [E:280| 200]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:53:41,087 - yago11k_both_0.001 - [INFO] - [E:280| 300]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:54:44,062 - yago11k_both_0.001 - [INFO] - [E:280| 400]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:55:47,073 - yago11k_both_0.001 - [INFO] - [E:280| 500]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:56:49,632 - yago11k_both_0.001 - [INFO] - [E:280| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:56:49,633 - yago11k_both_0.001 - [INFO] - [Epoch:280]: Training Loss:0.001122 + +2023-06-21 11:56:49,848 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:57:01,884 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 11:57:13,749 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.41221, Head : 0.23205, Avg : 0.32213 + +2023-06-21 11:57:13,749 - yago11k_both_0.001 - [INFO] - [Epoch 280]: Training Loss: 0.0011222, Valid MRR: 0.32657, + + + +2023-06-21 11:57:14,382 - yago11k_both_0.001 - [INFO] - [E:281| 0]: Train Loss:0.0011288, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:58:17,366 - yago11k_both_0.001 - [INFO] - [E:281| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 11:59:20,358 - yago11k_both_0.001 - [INFO] - [E:281| 200]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:00:23,354 - yago11k_both_0.001 - [INFO] - [E:281| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:01:26,335 - yago11k_both_0.001 - [INFO] - [E:281| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:02:29,331 - yago11k_both_0.001 - [INFO] - [E:281| 500]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:03:31,898 - yago11k_both_0.001 - [INFO] - [E:281| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:03:31,899 - yago11k_both_0.001 - [INFO] - [Epoch:281]: Training Loss:0.001122 + +2023-06-21 12:03:32,113 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:03:44,153 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:03:56,016 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.41477, Head : 0.23237, Avg : 0.32357 + +2023-06-21 12:03:56,017 - yago11k_both_0.001 - [INFO] - [Epoch 281]: Training Loss: 0.001122, Valid MRR: 0.32657, + + + +2023-06-21 12:03:56,650 - yago11k_both_0.001 - [INFO] - [E:282| 0]: Train Loss:0.0011604, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:04:59,645 - yago11k_both_0.001 - [INFO] - [E:282| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:06:02,643 - yago11k_both_0.001 - [INFO] - [E:282| 200]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:07:05,639 - yago11k_both_0.001 - [INFO] - [E:282| 300]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:08:08,610 - yago11k_both_0.001 - [INFO] - [E:282| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:09:11,611 - yago11k_both_0.001 - [INFO] - [E:282| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:10:14,170 - yago11k_both_0.001 - [INFO] - [E:282| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:10:14,170 - yago11k_both_0.001 - [INFO] - [Epoch:282]: Training Loss:0.001122 + +2023-06-21 12:10:14,386 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:10:26,426 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:10:38,297 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.4107, Head : 0.23049, Avg : 0.3206 + +2023-06-21 12:10:38,297 - yago11k_both_0.001 - [INFO] - [Epoch 282]: Training Loss: 0.0011221, Valid MRR: 0.32657, + + + +2023-06-21 12:10:38,933 - yago11k_both_0.001 - [INFO] - [E:283| 0]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:11:41,916 - yago11k_both_0.001 - [INFO] - [E:283| 100]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:12:44,924 - yago11k_both_0.001 - [INFO] - [E:283| 200]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:13:47,909 - yago11k_both_0.001 - [INFO] - [E:283| 300]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:14:50,888 - yago11k_both_0.001 - [INFO] - [E:283| 400]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:15:53,904 - yago11k_both_0.001 - [INFO] - [E:283| 500]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:16:56,471 - yago11k_both_0.001 - [INFO] - [E:283| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:16:56,472 - yago11k_both_0.001 - [INFO] - [Epoch:283]: Training Loss:0.001122 + +2023-06-21 12:16:56,686 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:17:08,733 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:17:20,602 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.41047, Head : 0.22878, Avg : 0.31963 + +2023-06-21 12:17:20,602 - yago11k_both_0.001 - [INFO] - [Epoch 283]: Training Loss: 0.0011221, Valid MRR: 0.32657, + + + +2023-06-21 12:17:21,237 - yago11k_both_0.001 - [INFO] - [E:284| 0]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:18:24,237 - yago11k_both_0.001 - [INFO] - [E:284| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:19:27,255 - yago11k_both_0.001 - [INFO] - [E:284| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:20:30,245 - yago11k_both_0.001 - [INFO] - [E:284| 300]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:21:33,217 - yago11k_both_0.001 - [INFO] - [E:284| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:22:36,217 - yago11k_both_0.001 - [INFO] - [E:284| 500]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:23:38,790 - yago11k_both_0.001 - [INFO] - [E:284| 600]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:23:38,791 - yago11k_both_0.001 - [INFO] - [Epoch:284]: Training Loss:0.001122 + +2023-06-21 12:23:39,006 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:23:51,041 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:24:02,907 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.4122, Head : 0.23042, Avg : 0.32131 + +2023-06-21 12:24:02,907 - yago11k_both_0.001 - [INFO] - [Epoch 284]: Training Loss: 0.0011217, Valid MRR: 0.32657, + + + +2023-06-21 12:24:03,543 - yago11k_both_0.001 - [INFO] - [E:285| 0]: Train Loss:0.0011292, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:25:06,529 - yago11k_both_0.001 - [INFO] - [E:285| 100]: Train Loss:0.0011268, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:26:09,517 - yago11k_both_0.001 - [INFO] - [E:285| 200]: Train Loss:0.0011245, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:27:12,502 - yago11k_both_0.001 - [INFO] - [E:285| 300]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:28:15,487 - yago11k_both_0.001 - [INFO] - [E:285| 400]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:29:18,467 - yago11k_both_0.001 - [INFO] - [E:285| 500]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:30:21,023 - yago11k_both_0.001 - [INFO] - [E:285| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:30:21,024 - yago11k_both_0.001 - [INFO] - [Epoch:285]: Training Loss:0.001122 + +2023-06-21 12:30:21,237 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:30:33,267 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:30:45,127 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.40788, Head : 0.23228, Avg : 0.32008 + +2023-06-21 12:30:45,128 - yago11k_both_0.001 - [INFO] - [Epoch 285]: Training Loss: 0.001122, Valid MRR: 0.32657, + + + +2023-06-21 12:30:45,765 - yago11k_both_0.001 - [INFO] - [E:286| 0]: Train Loss:0.0011468, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:31:48,750 - yago11k_both_0.001 - [INFO] - [E:286| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:32:51,739 - yago11k_both_0.001 - [INFO] - [E:286| 200]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:33:54,690 - yago11k_both_0.001 - [INFO] - [E:286| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:34:57,670 - yago11k_both_0.001 - [INFO] - [E:286| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:36:00,650 - yago11k_both_0.001 - [INFO] - [E:286| 500]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:37:03,206 - yago11k_both_0.001 - [INFO] - [E:286| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:37:03,207 - yago11k_both_0.001 - [INFO] - [Epoch:286]: Training Loss:0.001122 + +2023-06-21 12:37:03,420 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:37:15,453 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:37:27,327 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.40835, Head : 0.22968, Avg : 0.31902 + +2023-06-21 12:37:27,327 - yago11k_both_0.001 - [INFO] - [Epoch 286]: Training Loss: 0.0011215, Valid MRR: 0.32657, + + + +2023-06-21 12:37:27,960 - yago11k_both_0.001 - [INFO] - [E:287| 0]: Train Loss:0.0011463, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:38:30,931 - yago11k_both_0.001 - [INFO] - [E:287| 100]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:39:33,915 - yago11k_both_0.001 - [INFO] - [E:287| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:40:36,892 - yago11k_both_0.001 - [INFO] - [E:287| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:41:39,882 - yago11k_both_0.001 - [INFO] - [E:287| 400]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:42:42,868 - yago11k_both_0.001 - [INFO] - [E:287| 500]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:43:45,424 - yago11k_both_0.001 - [INFO] - [E:287| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:43:45,425 - yago11k_both_0.001 - [INFO] - [Epoch:287]: Training Loss:0.001122 + +2023-06-21 12:43:45,638 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:43:57,671 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:44:09,538 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.41037, Head : 0.22984, Avg : 0.3201 + +2023-06-21 12:44:09,538 - yago11k_both_0.001 - [INFO] - [Epoch 287]: Training Loss: 0.0011222, Valid MRR: 0.32657, + + + +2023-06-21 12:44:10,173 - yago11k_both_0.001 - [INFO] - [E:288| 0]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:45:13,160 - yago11k_both_0.001 - [INFO] - [E:288| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:46:16,129 - yago11k_both_0.001 - [INFO] - [E:288| 200]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:47:19,123 - yago11k_both_0.001 - [INFO] - [E:288| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:48:22,109 - yago11k_both_0.001 - [INFO] - [E:288| 400]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:49:25,068 - yago11k_both_0.001 - [INFO] - [E:288| 500]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:50:27,624 - yago11k_both_0.001 - [INFO] - [E:288| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:50:27,625 - yago11k_both_0.001 - [INFO] - [Epoch:288]: Training Loss:0.001121 + +2023-06-21 12:50:27,840 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:50:39,865 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:50:51,730 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.41334, Head : 0.23308, Avg : 0.32321 + +2023-06-21 12:50:51,730 - yago11k_both_0.001 - [INFO] - [Epoch 288]: Training Loss: 0.0011215, Valid MRR: 0.32657, + + + +2023-06-21 12:50:52,367 - yago11k_both_0.001 - [INFO] - [E:289| 0]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:51:55,346 - yago11k_both_0.001 - [INFO] - [E:289| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:52:58,295 - yago11k_both_0.001 - [INFO] - [E:289| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:54:01,280 - yago11k_both_0.001 - [INFO] - [E:289| 300]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:55:04,253 - yago11k_both_0.001 - [INFO] - [E:289| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:56:07,235 - yago11k_both_0.001 - [INFO] - [E:289| 500]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:57:09,785 - yago11k_both_0.001 - [INFO] - [E:289| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:57:09,785 - yago11k_both_0.001 - [INFO] - [Epoch:289]: Training Loss:0.001121 + +2023-06-21 12:57:10,000 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:57:22,033 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 12:57:33,901 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.41045, Head : 0.23186, Avg : 0.32115 + MR: Tail : 964.7, Head : 1249.5, Avg : 1107.1 + Hit-1: Tail : 0.32856, Head : 0.19186, Avg : 0.26021 + Hit-3: Tail : 0.44721, Head : 0.23034, Avg : 0.33877 + Hit-10: Tail : 0.5771, Head : 0.30689, Avg : 0.442 +2023-06-21 12:57:33,901 - yago11k_both_0.001 - [INFO] - [Epoch 289]: Training Loss: 0.0011215, Valid MRR: 0.32657, + + + +2023-06-21 12:57:34,544 - yago11k_both_0.001 - [INFO] - [E:290| 0]: Train Loss:0.001109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:58:37,523 - yago11k_both_0.001 - [INFO] - [E:290| 100]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 12:59:40,498 - yago11k_both_0.001 - [INFO] - [E:290| 200]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:00:43,463 - yago11k_both_0.001 - [INFO] - [E:290| 300]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:01:46,417 - yago11k_both_0.001 - [INFO] - [E:290| 400]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:02:49,392 - yago11k_both_0.001 - [INFO] - [E:290| 500]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:03:51,956 - yago11k_both_0.001 - [INFO] - [E:290| 600]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:03:51,956 - yago11k_both_0.001 - [INFO] - [Epoch:290]: Training Loss:0.001121 + +2023-06-21 13:03:52,170 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:04:04,194 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:04:16,049 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.40999, Head : 0.23196, Avg : 0.32098 + +2023-06-21 13:04:16,049 - yago11k_both_0.001 - [INFO] - [Epoch 290]: Training Loss: 0.0011214, Valid MRR: 0.32657, + + + +2023-06-21 13:04:16,688 - yago11k_both_0.001 - [INFO] - [E:291| 0]: Train Loss:0.0011315, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:05:19,661 - yago11k_both_0.001 - [INFO] - [E:291| 100]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:06:22,636 - yago11k_both_0.001 - [INFO] - [E:291| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:07:25,591 - yago11k_both_0.001 - [INFO] - [E:291| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:08:28,557 - yago11k_both_0.001 - [INFO] - [E:291| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:09:31,540 - yago11k_both_0.001 - [INFO] - [E:291| 500]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:10:34,057 - yago11k_both_0.001 - [INFO] - [E:291| 600]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:10:34,057 - yago11k_both_0.001 - [INFO] - [Epoch:291]: Training Loss:0.001121 + +2023-06-21 13:10:34,272 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:10:46,299 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:10:58,160 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.41437, Head : 0.22817, Avg : 0.32127 + +2023-06-21 13:10:58,160 - yago11k_both_0.001 - [INFO] - [Epoch 291]: Training Loss: 0.0011214, Valid MRR: 0.32657, + + + +2023-06-21 13:10:58,794 - yago11k_both_0.001 - [INFO] - [E:292| 0]: Train Loss:0.0011269, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:12:01,758 - yago11k_both_0.001 - [INFO] - [E:292| 100]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:13:04,735 - yago11k_both_0.001 - [INFO] - [E:292| 200]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:14:07,695 - yago11k_both_0.001 - [INFO] - [E:292| 300]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:15:10,652 - yago11k_both_0.001 - [INFO] - [E:292| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:16:13,640 - yago11k_both_0.001 - [INFO] - [E:292| 500]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:17:16,199 - yago11k_both_0.001 - [INFO] - [E:292| 600]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:17:16,199 - yago11k_both_0.001 - [INFO] - [Epoch:292]: Training Loss:0.001121 + +2023-06-21 13:17:16,413 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:17:28,432 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:17:40,294 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.41026, Head : 0.23007, Avg : 0.32017 + +2023-06-21 13:17:40,294 - yago11k_both_0.001 - [INFO] - [Epoch 292]: Training Loss: 0.0011208, Valid MRR: 0.32657, + + + +2023-06-21 13:17:40,928 - yago11k_both_0.001 - [INFO] - [E:293| 0]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:18:43,899 - yago11k_both_0.001 - [INFO] - [E:293| 100]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:19:46,854 - yago11k_both_0.001 - [INFO] - [E:293| 200]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:20:49,812 - yago11k_both_0.001 - [INFO] - [E:293| 300]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:21:52,785 - yago11k_both_0.001 - [INFO] - [E:293| 400]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:22:55,744 - yago11k_both_0.001 - [INFO] - [E:293| 500]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:23:58,289 - yago11k_both_0.001 - [INFO] - [E:293| 600]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:23:58,290 - yago11k_both_0.001 - [INFO] - [Epoch:293]: Training Loss:0.001121 + +2023-06-21 13:23:58,504 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:24:10,522 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:24:22,396 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.41169, Head : 0.23066, Avg : 0.32117 + +2023-06-21 13:24:22,396 - yago11k_both_0.001 - [INFO] - [Epoch 293]: Training Loss: 0.0011212, Valid MRR: 0.32657, + + + +2023-06-21 13:24:23,029 - yago11k_both_0.001 - [INFO] - [E:294| 0]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:25:26,013 - yago11k_both_0.001 - [INFO] - [E:294| 100]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:26:28,997 - yago11k_both_0.001 - [INFO] - [E:294| 200]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:27:31,966 - yago11k_both_0.001 - [INFO] - [E:294| 300]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:28:34,941 - yago11k_both_0.001 - [INFO] - [E:294| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:29:37,904 - yago11k_both_0.001 - [INFO] - [E:294| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:30:40,446 - yago11k_both_0.001 - [INFO] - [E:294| 600]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:30:40,447 - yago11k_both_0.001 - [INFO] - [Epoch:294]: Training Loss:0.001121 + +2023-06-21 13:30:40,660 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:30:52,676 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:31:04,543 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.41009, Head : 0.23128, Avg : 0.32068 + +2023-06-21 13:31:04,543 - yago11k_both_0.001 - [INFO] - [Epoch 294]: Training Loss: 0.001121, Valid MRR: 0.32657, + + + +2023-06-21 13:31:05,184 - yago11k_both_0.001 - [INFO] - [E:295| 0]: Train Loss:0.0011038, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:32:08,161 - yago11k_both_0.001 - [INFO] - [E:295| 100]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:33:11,109 - yago11k_both_0.001 - [INFO] - [E:295| 200]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:34:14,055 - yago11k_both_0.001 - [INFO] - [E:295| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:35:17,014 - yago11k_both_0.001 - [INFO] - [E:295| 400]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:36:20,075 - yago11k_both_0.001 - [INFO] - [E:295| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:37:22,729 - yago11k_both_0.001 - [INFO] - [E:295| 600]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:37:22,729 - yago11k_both_0.001 - [INFO] - [Epoch:295]: Training Loss:0.001121 + +2023-06-21 13:37:22,943 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:37:34,981 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:37:46,865 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.41186, Head : 0.23214, Avg : 0.322 + +2023-06-21 13:37:46,866 - yago11k_both_0.001 - [INFO] - [Epoch 295]: Training Loss: 0.0011211, Valid MRR: 0.32657, + + + +2023-06-21 13:37:47,506 - yago11k_both_0.001 - [INFO] - [E:296| 0]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:38:50,534 - yago11k_both_0.001 - [INFO] - [E:296| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:39:53,586 - yago11k_both_0.001 - [INFO] - [E:296| 200]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:40:56,586 - yago11k_both_0.001 - [INFO] - [E:296| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:41:59,626 - yago11k_both_0.001 - [INFO] - [E:296| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:43:02,695 - yago11k_both_0.001 - [INFO] - [E:296| 500]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:44:05,359 - yago11k_both_0.001 - [INFO] - [E:296| 600]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:44:05,359 - yago11k_both_0.001 - [INFO] - [Epoch:296]: Training Loss:0.001121 + +2023-06-21 13:44:05,574 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:44:17,615 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:44:29,489 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.40975, Head : 0.23132, Avg : 0.32054 + +2023-06-21 13:44:29,489 - yago11k_both_0.001 - [INFO] - [Epoch 296]: Training Loss: 0.0011212, Valid MRR: 0.32657, + + + +2023-06-21 13:44:30,123 - yago11k_both_0.001 - [INFO] - [E:297| 0]: Train Loss:0.001125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:45:33,162 - yago11k_both_0.001 - [INFO] - [E:297| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:46:36,207 - yago11k_both_0.001 - [INFO] - [E:297| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:47:39,252 - yago11k_both_0.001 - [INFO] - [E:297| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:48:42,277 - yago11k_both_0.001 - [INFO] - [E:297| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:49:45,297 - yago11k_both_0.001 - [INFO] - [E:297| 500]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:50:47,912 - yago11k_both_0.001 - [INFO] - [E:297| 600]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:50:47,913 - yago11k_both_0.001 - [INFO] - [Epoch:297]: Training Loss:0.001121 + +2023-06-21 13:50:48,128 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:51:00,159 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:51:12,034 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.40755, Head : 0.23059, Avg : 0.31907 + +2023-06-21 13:51:12,034 - yago11k_both_0.001 - [INFO] - [Epoch 297]: Training Loss: 0.0011209, Valid MRR: 0.32657, + + + +2023-06-21 13:51:12,671 - yago11k_both_0.001 - [INFO] - [E:298| 0]: Train Loss:0.0010964, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:52:15,743 - yago11k_both_0.001 - [INFO] - [E:298| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:53:18,784 - yago11k_both_0.001 - [INFO] - [E:298| 200]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:54:21,884 - yago11k_both_0.001 - [INFO] - [E:298| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:55:24,930 - yago11k_both_0.001 - [INFO] - [E:298| 400]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:56:28,039 - yago11k_both_0.001 - [INFO] - [E:298| 500]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:57:30,688 - yago11k_both_0.001 - [INFO] - [E:298| 600]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:57:30,689 - yago11k_both_0.001 - [INFO] - [Epoch:298]: Training Loss:0.001121 + +2023-06-21 13:57:30,902 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:57:42,937 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 13:57:54,813 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.41012, Head : 0.2306, Avg : 0.32036 + +2023-06-21 13:57:54,814 - yago11k_both_0.001 - [INFO] - [Epoch 298]: Training Loss: 0.0011207, Valid MRR: 0.32657, + + + +2023-06-21 13:57:55,449 - yago11k_both_0.001 - [INFO] - [E:299| 0]: Train Loss:0.0011016, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 13:58:58,517 - yago11k_both_0.001 - [INFO] - [E:299| 100]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:00:01,591 - yago11k_both_0.001 - [INFO] - [E:299| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:01:04,632 - yago11k_both_0.001 - [INFO] - [E:299| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:02:07,677 - yago11k_both_0.001 - [INFO] - [E:299| 400]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:03:10,755 - yago11k_both_0.001 - [INFO] - [E:299| 500]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:04:13,356 - yago11k_both_0.001 - [INFO] - [E:299| 600]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:04:13,356 - yago11k_both_0.001 - [INFO] - [Epoch:299]: Training Loss:0.001121 + +2023-06-21 14:04:13,570 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:04:25,605 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:04:37,492 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.40851, Head : 0.23469, Avg : 0.3216 + MR: Tail : 933.69, Head : 1234.8, Avg : 1084.3 + Hit-1: Tail : 0.32301, Head : 0.19505, Avg : 0.25903 + Hit-3: Tail : 0.45054, Head : 0.23145, Avg : 0.341 + Hit-10: Tail : 0.57794, Head : 0.31495, Avg : 0.44644 +2023-06-21 14:04:37,492 - yago11k_both_0.001 - [INFO] - [Epoch 299]: Training Loss: 0.0011208, Valid MRR: 0.32657, + + + +2023-06-21 14:04:38,130 - yago11k_both_0.001 - [INFO] - [E:300| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:05:41,157 - yago11k_both_0.001 - [INFO] - [E:300| 100]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:06:44,202 - yago11k_both_0.001 - [INFO] - [E:300| 200]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:07:47,231 - yago11k_both_0.001 - [INFO] - [E:300| 300]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:08:50,297 - yago11k_both_0.001 - [INFO] - [E:300| 400]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:09:53,352 - yago11k_both_0.001 - [INFO] - [E:300| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:10:55,997 - yago11k_both_0.001 - [INFO] - [E:300| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:10:55,997 - yago11k_both_0.001 - [INFO] - [Epoch:300]: Training Loss:0.00112 + +2023-06-21 14:10:56,212 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:11:08,246 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:11:20,130 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.41153, Head : 0.22935, Avg : 0.32044 + +2023-06-21 14:11:20,130 - yago11k_both_0.001 - [INFO] - [Epoch 300]: Training Loss: 0.0011203, Valid MRR: 0.32657, + + + +2023-06-21 14:11:20,765 - yago11k_both_0.001 - [INFO] - [E:301| 0]: Train Loss:0.0010975, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:12:23,809 - yago11k_both_0.001 - [INFO] - [E:301| 100]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:13:26,859 - yago11k_both_0.001 - [INFO] - [E:301| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:14:29,905 - yago11k_both_0.001 - [INFO] - [E:301| 300]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:15:32,944 - yago11k_both_0.001 - [INFO] - [E:301| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:16:36,015 - yago11k_both_0.001 - [INFO] - [E:301| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:17:38,639 - yago11k_both_0.001 - [INFO] - [E:301| 600]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:17:38,639 - yago11k_both_0.001 - [INFO] - [Epoch:301]: Training Loss:0.001121 + +2023-06-21 14:17:38,855 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:17:50,891 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:18:02,773 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.41001, Head : 0.23019, Avg : 0.3201 + +2023-06-21 14:18:02,774 - yago11k_both_0.001 - [INFO] - [Epoch 301]: Training Loss: 0.0011206, Valid MRR: 0.32657, + + + +2023-06-21 14:18:03,411 - yago11k_both_0.001 - [INFO] - [E:302| 0]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:19:06,431 - yago11k_both_0.001 - [INFO] - [E:302| 100]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:20:09,480 - yago11k_both_0.001 - [INFO] - [E:302| 200]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:21:12,559 - yago11k_both_0.001 - [INFO] - [E:302| 300]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:22:15,613 - yago11k_both_0.001 - [INFO] - [E:302| 400]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:23:18,667 - yago11k_both_0.001 - [INFO] - [E:302| 500]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:24:21,303 - yago11k_both_0.001 - [INFO] - [E:302| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:24:21,303 - yago11k_both_0.001 - [INFO] - [Epoch:302]: Training Loss:0.001121 + +2023-06-21 14:24:21,518 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:24:33,555 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:24:45,438 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.41397, Head : 0.23114, Avg : 0.32255 + +2023-06-21 14:24:45,438 - yago11k_both_0.001 - [INFO] - [Epoch 302]: Training Loss: 0.0011205, Valid MRR: 0.32657, + + + +2023-06-21 14:24:46,074 - yago11k_both_0.001 - [INFO] - [E:303| 0]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:25:49,118 - yago11k_both_0.001 - [INFO] - [E:303| 100]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:26:52,154 - yago11k_both_0.001 - [INFO] - [E:303| 200]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:27:55,163 - yago11k_both_0.001 - [INFO] - [E:303| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:28:58,214 - yago11k_both_0.001 - [INFO] - [E:303| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:30:01,265 - yago11k_both_0.001 - [INFO] - [E:303| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:31:03,907 - yago11k_both_0.001 - [INFO] - [E:303| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:31:03,908 - yago11k_both_0.001 - [INFO] - [Epoch:303]: Training Loss:0.00112 + +2023-06-21 14:31:04,122 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:31:16,148 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:31:28,032 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.41459, Head : 0.22965, Avg : 0.32212 + +2023-06-21 14:31:28,032 - yago11k_both_0.001 - [INFO] - [Epoch 303]: Training Loss: 0.0011205, Valid MRR: 0.32657, + + + +2023-06-21 14:31:28,670 - yago11k_both_0.001 - [INFO] - [E:304| 0]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:32:31,694 - yago11k_both_0.001 - [INFO] - [E:304| 100]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:33:34,730 - yago11k_both_0.001 - [INFO] - [E:304| 200]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:34:37,747 - yago11k_both_0.001 - [INFO] - [E:304| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:35:40,704 - yago11k_both_0.001 - [INFO] - [E:304| 400]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:36:43,674 - yago11k_both_0.001 - [INFO] - [E:304| 500]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:37:46,216 - yago11k_both_0.001 - [INFO] - [E:304| 600]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:37:46,216 - yago11k_both_0.001 - [INFO] - [Epoch:304]: Training Loss:0.00112 + +2023-06-21 14:37:46,430 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:37:58,456 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:38:10,333 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.40653, Head : 0.2299, Avg : 0.31822 + +2023-06-21 14:38:10,333 - yago11k_both_0.001 - [INFO] - [Epoch 304]: Training Loss: 0.0011201, Valid MRR: 0.32657, + + + +2023-06-21 14:38:10,972 - yago11k_both_0.001 - [INFO] - [E:305| 0]: Train Loss:0.0010934, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:39:13,931 - yago11k_both_0.001 - [INFO] - [E:305| 100]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:40:16,869 - yago11k_both_0.001 - [INFO] - [E:305| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:41:19,818 - yago11k_both_0.001 - [INFO] - [E:305| 300]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:42:22,796 - yago11k_both_0.001 - [INFO] - [E:305| 400]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:43:25,761 - yago11k_both_0.001 - [INFO] - [E:305| 500]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:44:28,285 - yago11k_both_0.001 - [INFO] - [E:305| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:44:28,286 - yago11k_both_0.001 - [INFO] - [Epoch:305]: Training Loss:0.00112 + +2023-06-21 14:44:28,499 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:44:40,516 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:44:52,383 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.40822, Head : 0.23061, Avg : 0.31942 + +2023-06-21 14:44:52,383 - yago11k_both_0.001 - [INFO] - [Epoch 305]: Training Loss: 0.0011205, Valid MRR: 0.32657, + + + +2023-06-21 14:44:53,018 - yago11k_both_0.001 - [INFO] - [E:306| 0]: Train Loss:0.0011194, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:45:55,964 - yago11k_both_0.001 - [INFO] - [E:306| 100]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:46:58,931 - yago11k_both_0.001 - [INFO] - [E:306| 200]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:48:01,883 - yago11k_both_0.001 - [INFO] - [E:306| 300]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:49:04,841 - yago11k_both_0.001 - [INFO] - [E:306| 400]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:50:07,712 - yago11k_both_0.001 - [INFO] - [E:306| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:51:10,101 - yago11k_both_0.001 - [INFO] - [E:306| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:51:10,101 - yago11k_both_0.001 - [INFO] - [Epoch:306]: Training Loss:0.00112 + +2023-06-21 14:51:10,314 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:51:22,303 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:51:34,131 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.40967, Head : 0.23197, Avg : 0.32082 + +2023-06-21 14:51:34,131 - yago11k_both_0.001 - [INFO] - [Epoch 306]: Training Loss: 0.0011203, Valid MRR: 0.32657, + + + +2023-06-21 14:51:34,765 - yago11k_both_0.001 - [INFO] - [E:307| 0]: Train Loss:0.0011247, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:52:37,531 - yago11k_both_0.001 - [INFO] - [E:307| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:53:40,266 - yago11k_both_0.001 - [INFO] - [E:307| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:54:42,975 - yago11k_both_0.001 - [INFO] - [E:307| 300]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:55:45,704 - yago11k_both_0.001 - [INFO] - [E:307| 400]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:56:48,406 - yago11k_both_0.001 - [INFO] - [E:307| 500]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:57:50,679 - yago11k_both_0.001 - [INFO] - [E:307| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:57:50,679 - yago11k_both_0.001 - [INFO] - [Epoch:307]: Training Loss:0.00112 + +2023-06-21 14:57:50,892 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:58:02,860 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 14:58:14,680 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.41021, Head : 0.23207, Avg : 0.32114 + +2023-06-21 14:58:14,680 - yago11k_both_0.001 - [INFO] - [Epoch 307]: Training Loss: 0.0011199, Valid MRR: 0.32657, + + + +2023-06-21 14:58:15,314 - yago11k_both_0.001 - [INFO] - [E:308| 0]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 14:59:18,015 - yago11k_both_0.001 - [INFO] - [E:308| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:00:20,679 - yago11k_both_0.001 - [INFO] - [E:308| 200]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:01:23,374 - yago11k_both_0.001 - [INFO] - [E:308| 300]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:02:26,060 - yago11k_both_0.001 - [INFO] - [E:308| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:03:28,725 - yago11k_both_0.001 - [INFO] - [E:308| 500]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:04:31,004 - yago11k_both_0.001 - [INFO] - [E:308| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:04:31,005 - yago11k_both_0.001 - [INFO] - [Epoch:308]: Training Loss:0.00112 + +2023-06-21 15:04:31,218 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:04:43,177 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:04:54,980 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.4104, Head : 0.23087, Avg : 0.32063 + +2023-06-21 15:04:54,980 - yago11k_both_0.001 - [INFO] - [Epoch 308]: Training Loss: 0.0011199, Valid MRR: 0.32657, + + + +2023-06-21 15:04:55,613 - yago11k_both_0.001 - [INFO] - [E:309| 0]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:05:58,260 - yago11k_both_0.001 - [INFO] - [E:309| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:07:00,956 - yago11k_both_0.001 - [INFO] - [E:309| 200]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:08:03,591 - yago11k_both_0.001 - [INFO] - [E:309| 300]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:09:06,301 - yago11k_both_0.001 - [INFO] - [E:309| 400]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:10:08,991 - yago11k_both_0.001 - [INFO] - [E:309| 500]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:11:11,233 - yago11k_both_0.001 - [INFO] - [E:309| 600]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:11:11,233 - yago11k_both_0.001 - [INFO] - [Epoch:309]: Training Loss:0.00112 + +2023-06-21 15:11:11,447 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:11:23,415 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:11:35,221 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.40966, Head : 0.23601, Avg : 0.32284 + MR: Tail : 933.07, Head : 1245.9, Avg : 1089.5 + Hit-1: Tail : 0.32606, Head : 0.197, Avg : 0.26153 + Hit-3: Tail : 0.44651, Head : 0.23534, Avg : 0.34093 + Hit-10: Tail : 0.57877, Head : 0.30495, Avg : 0.44186 +2023-06-21 15:11:35,221 - yago11k_both_0.001 - [INFO] - [Epoch 309]: Training Loss: 0.0011198, Valid MRR: 0.32657, + + + +2023-06-21 15:11:35,855 - yago11k_both_0.001 - [INFO] - [E:310| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:12:38,501 - yago11k_both_0.001 - [INFO] - [E:310| 100]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:13:41,157 - yago11k_both_0.001 - [INFO] - [E:310| 200]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:14:43,823 - yago11k_both_0.001 - [INFO] - [E:310| 300]: Train Loss:0.0011194, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:15:46,489 - yago11k_both_0.001 - [INFO] - [E:310| 400]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:16:49,182 - yago11k_both_0.001 - [INFO] - [E:310| 500]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:17:51,404 - yago11k_both_0.001 - [INFO] - [E:310| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:17:51,404 - yago11k_both_0.001 - [INFO] - [Epoch:310]: Training Loss:0.00112 + +2023-06-21 15:17:51,617 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:18:03,585 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:18:15,386 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.40794, Head : 0.23325, Avg : 0.32059 + +2023-06-21 15:18:15,386 - yago11k_both_0.001 - [INFO] - [Epoch 310]: Training Loss: 0.0011202, Valid MRR: 0.32657, + + + +2023-06-21 15:18:16,019 - yago11k_both_0.001 - [INFO] - [E:311| 0]: Train Loss:0.0011079, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:19:18,687 - yago11k_both_0.001 - [INFO] - [E:311| 100]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:20:21,349 - yago11k_both_0.001 - [INFO] - [E:311| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:21:24,015 - yago11k_both_0.001 - [INFO] - [E:311| 300]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:22:26,686 - yago11k_both_0.001 - [INFO] - [E:311| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:23:29,352 - yago11k_both_0.001 - [INFO] - [E:311| 500]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:24:31,594 - yago11k_both_0.001 - [INFO] - [E:311| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:24:31,594 - yago11k_both_0.001 - [INFO] - [Epoch:311]: Training Loss:0.00112 + +2023-06-21 15:24:31,808 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:24:43,762 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:24:55,563 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.41025, Head : 0.23396, Avg : 0.32211 + +2023-06-21 15:24:55,563 - yago11k_both_0.001 - [INFO] - [Epoch 311]: Training Loss: 0.0011203, Valid MRR: 0.32657, + + + +2023-06-21 15:24:56,197 - yago11k_both_0.001 - [INFO] - [E:312| 0]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:25:58,860 - yago11k_both_0.001 - [INFO] - [E:312| 100]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:27:01,549 - yago11k_both_0.001 - [INFO] - [E:312| 200]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:28:04,231 - yago11k_both_0.001 - [INFO] - [E:312| 300]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:29:06,900 - yago11k_both_0.001 - [INFO] - [E:312| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:30:09,575 - yago11k_both_0.001 - [INFO] - [E:312| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:31:11,804 - yago11k_both_0.001 - [INFO] - [E:312| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:31:11,804 - yago11k_both_0.001 - [INFO] - [Epoch:312]: Training Loss:0.00112 + +2023-06-21 15:31:12,016 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:31:23,985 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:31:35,792 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.40815, Head : 0.22939, Avg : 0.31877 + +2023-06-21 15:31:35,792 - yago11k_both_0.001 - [INFO] - [Epoch 312]: Training Loss: 0.0011202, Valid MRR: 0.32657, + + + +2023-06-21 15:31:36,426 - yago11k_both_0.001 - [INFO] - [E:313| 0]: Train Loss:0.0011091, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:32:39,059 - yago11k_both_0.001 - [INFO] - [E:313| 100]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:33:41,740 - yago11k_both_0.001 - [INFO] - [E:313| 200]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:34:44,400 - yago11k_both_0.001 - [INFO] - [E:313| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:35:47,046 - yago11k_both_0.001 - [INFO] - [E:313| 400]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:36:49,694 - yago11k_both_0.001 - [INFO] - [E:313| 500]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:37:51,926 - yago11k_both_0.001 - [INFO] - [E:313| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:37:51,926 - yago11k_both_0.001 - [INFO] - [Epoch:313]: Training Loss:0.00112 + +2023-06-21 15:37:52,139 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:38:04,101 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:38:15,898 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.41079, Head : 0.23118, Avg : 0.32099 + +2023-06-21 15:38:15,898 - yago11k_both_0.001 - [INFO] - [Epoch 313]: Training Loss: 0.0011199, Valid MRR: 0.32657, + + + +2023-06-21 15:38:16,532 - yago11k_both_0.001 - [INFO] - [E:314| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:39:19,197 - yago11k_both_0.001 - [INFO] - [E:314| 100]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:40:21,835 - yago11k_both_0.001 - [INFO] - [E:314| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:41:24,476 - yago11k_both_0.001 - [INFO] - [E:314| 300]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:42:27,142 - yago11k_both_0.001 - [INFO] - [E:314| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:43:29,801 - yago11k_both_0.001 - [INFO] - [E:314| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:44:32,035 - yago11k_both_0.001 - [INFO] - [E:314| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:44:32,036 - yago11k_both_0.001 - [INFO] - [Epoch:314]: Training Loss:0.00112 + +2023-06-21 15:44:32,248 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:44:44,209 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:44:56,003 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.413, Head : 0.23122, Avg : 0.32211 + +2023-06-21 15:44:56,003 - yago11k_both_0.001 - [INFO] - [Epoch 314]: Training Loss: 0.0011202, Valid MRR: 0.32657, + + + +2023-06-21 15:44:56,636 - yago11k_both_0.001 - [INFO] - [E:315| 0]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:45:59,306 - yago11k_both_0.001 - [INFO] - [E:315| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:47:01,985 - yago11k_both_0.001 - [INFO] - [E:315| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:48:04,643 - yago11k_both_0.001 - [INFO] - [E:315| 300]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:49:07,291 - yago11k_both_0.001 - [INFO] - [E:315| 400]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:50:09,967 - yago11k_both_0.001 - [INFO] - [E:315| 500]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:51:12,205 - yago11k_both_0.001 - [INFO] - [E:315| 600]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:51:12,205 - yago11k_both_0.001 - [INFO] - [Epoch:315]: Training Loss:0.00112 + +2023-06-21 15:51:12,419 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:51:24,383 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:51:36,179 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.41384, Head : 0.23314, Avg : 0.32349 + +2023-06-21 15:51:36,179 - yago11k_both_0.001 - [INFO] - [Epoch 315]: Training Loss: 0.0011196, Valid MRR: 0.32657, + + + +2023-06-21 15:51:36,812 - yago11k_both_0.001 - [INFO] - [E:316| 0]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:52:39,474 - yago11k_both_0.001 - [INFO] - [E:316| 100]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:53:42,127 - yago11k_both_0.001 - [INFO] - [E:316| 200]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:54:44,768 - yago11k_both_0.001 - [INFO] - [E:316| 300]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:55:47,403 - yago11k_both_0.001 - [INFO] - [E:316| 400]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:56:50,051 - yago11k_both_0.001 - [INFO] - [E:316| 500]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:57:52,263 - yago11k_both_0.001 - [INFO] - [E:316| 600]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:57:52,263 - yago11k_both_0.001 - [INFO] - [Epoch:316]: Training Loss:0.001119 + +2023-06-21 15:57:52,476 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:58:04,434 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 15:58:16,239 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.41441, Head : 0.23309, Avg : 0.32375 + +2023-06-21 15:58:16,239 - yago11k_both_0.001 - [INFO] - [Epoch 316]: Training Loss: 0.0011195, Valid MRR: 0.32657, + + + +2023-06-21 15:58:16,873 - yago11k_both_0.001 - [INFO] - [E:317| 0]: Train Loss:0.0011026, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 15:59:19,529 - yago11k_both_0.001 - [INFO] - [E:317| 100]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:00:22,203 - yago11k_both_0.001 - [INFO] - [E:317| 200]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:01:24,877 - yago11k_both_0.001 - [INFO] - [E:317| 300]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:02:27,558 - yago11k_both_0.001 - [INFO] - [E:317| 400]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:03:30,250 - yago11k_both_0.001 - [INFO] - [E:317| 500]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:04:32,500 - yago11k_both_0.001 - [INFO] - [E:317| 600]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:04:32,500 - yago11k_both_0.001 - [INFO] - [Epoch:317]: Training Loss:0.00112 + +2023-06-21 16:04:32,714 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:04:44,669 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:04:56,467 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.41306, Head : 0.23324, Avg : 0.32315 + +2023-06-21 16:04:56,468 - yago11k_both_0.001 - [INFO] - [Epoch 317]: Training Loss: 0.0011196, Valid MRR: 0.32657, + + + +2023-06-21 16:04:57,099 - yago11k_both_0.001 - [INFO] - [E:318| 0]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:05:59,771 - yago11k_both_0.001 - [INFO] - [E:318| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:07:02,443 - yago11k_both_0.001 - [INFO] - [E:318| 200]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:08:05,110 - yago11k_both_0.001 - [INFO] - [E:318| 300]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:09:07,789 - yago11k_both_0.001 - [INFO] - [E:318| 400]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:10:10,434 - yago11k_both_0.001 - [INFO] - [E:318| 500]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:11:12,692 - yago11k_both_0.001 - [INFO] - [E:318| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:11:12,693 - yago11k_both_0.001 - [INFO] - [Epoch:318]: Training Loss:0.00112 + +2023-06-21 16:11:12,905 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:11:24,873 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:11:36,684 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.41166, Head : 0.23174, Avg : 0.3217 + +2023-06-21 16:11:36,684 - yago11k_both_0.001 - [INFO] - [Epoch 318]: Training Loss: 0.0011199, Valid MRR: 0.32657, + + + +2023-06-21 16:11:37,318 - yago11k_both_0.001 - [INFO] - [E:319| 0]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:12:40,157 - yago11k_both_0.001 - [INFO] - [E:319| 100]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:13:42,968 - yago11k_both_0.001 - [INFO] - [E:319| 200]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:14:45,750 - yago11k_both_0.001 - [INFO] - [E:319| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:15:48,570 - yago11k_both_0.001 - [INFO] - [E:319| 400]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:16:51,392 - yago11k_both_0.001 - [INFO] - [E:319| 500]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:17:53,759 - yago11k_both_0.001 - [INFO] - [E:319| 600]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:17:53,759 - yago11k_both_0.001 - [INFO] - [Epoch:319]: Training Loss:0.001119 + +2023-06-21 16:17:53,973 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:18:05,944 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:18:17,757 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.41043, Head : 0.23064, Avg : 0.32053 + MR: Tail : 925.37, Head : 1247.7, Avg : 1086.5 + Hit-1: Tail : 0.32398, Head : 0.19158, Avg : 0.25778 + Hit-3: Tail : 0.45207, Head : 0.22909, Avg : 0.34058 + Hit-10: Tail : 0.57377, Head : 0.30328, Avg : 0.43852 +2023-06-21 16:18:17,758 - yago11k_both_0.001 - [INFO] - [Epoch 319]: Training Loss: 0.0011195, Valid MRR: 0.32657, + + + +2023-06-21 16:18:18,393 - yago11k_both_0.001 - [INFO] - [E:320| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:19:21,209 - yago11k_both_0.001 - [INFO] - [E:320| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:20:23,999 - yago11k_both_0.001 - [INFO] - [E:320| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:21:26,784 - yago11k_both_0.001 - [INFO] - [E:320| 300]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:22:29,585 - yago11k_both_0.001 - [INFO] - [E:320| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:23:32,408 - yago11k_both_0.001 - [INFO] - [E:320| 500]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:24:34,769 - yago11k_both_0.001 - [INFO] - [E:320| 600]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:24:34,769 - yago11k_both_0.001 - [INFO] - [Epoch:320]: Training Loss:0.001119 + +2023-06-21 16:24:34,984 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:24:46,955 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:24:58,768 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.41399, Head : 0.22867, Avg : 0.32133 + +2023-06-21 16:24:58,768 - yago11k_both_0.001 - [INFO] - [Epoch 320]: Training Loss: 0.0011191, Valid MRR: 0.32657, + + + +2023-06-21 16:24:59,402 - yago11k_both_0.001 - [INFO] - [E:321| 0]: Train Loss:0.001107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:26:02,206 - yago11k_both_0.001 - [INFO] - [E:321| 100]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:27:05,027 - yago11k_both_0.001 - [INFO] - [E:321| 200]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:28:07,834 - yago11k_both_0.001 - [INFO] - [E:321| 300]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:29:10,638 - yago11k_both_0.001 - [INFO] - [E:321| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:30:13,455 - yago11k_both_0.001 - [INFO] - [E:321| 500]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:31:15,825 - yago11k_both_0.001 - [INFO] - [E:321| 600]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:31:15,826 - yago11k_both_0.001 - [INFO] - [Epoch:321]: Training Loss:0.001119 + +2023-06-21 16:31:16,039 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:31:28,004 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:31:39,819 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.40798, Head : 0.22912, Avg : 0.31855 + +2023-06-21 16:31:39,820 - yago11k_both_0.001 - [INFO] - [Epoch 321]: Training Loss: 0.001119, Valid MRR: 0.32657, + + + +2023-06-21 16:31:40,453 - yago11k_both_0.001 - [INFO] - [E:322| 0]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:32:43,242 - yago11k_both_0.001 - [INFO] - [E:322| 100]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:33:46,012 - yago11k_both_0.001 - [INFO] - [E:322| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:34:48,823 - yago11k_both_0.001 - [INFO] - [E:322| 300]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:35:51,642 - yago11k_both_0.001 - [INFO] - [E:322| 400]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:36:54,444 - yago11k_both_0.001 - [INFO] - [E:322| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:37:56,831 - yago11k_both_0.001 - [INFO] - [E:322| 600]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:37:56,832 - yago11k_both_0.001 - [INFO] - [Epoch:322]: Training Loss:0.001119 + +2023-06-21 16:37:57,045 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:38:09,023 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:38:20,839 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.416, Head : 0.23179, Avg : 0.32389 + +2023-06-21 16:38:20,839 - yago11k_both_0.001 - [INFO] - [Epoch 322]: Training Loss: 0.0011193, Valid MRR: 0.32657, + + + +2023-06-21 16:38:21,472 - yago11k_both_0.001 - [INFO] - [E:323| 0]: Train Loss:0.0011536, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:39:24,300 - yago11k_both_0.001 - [INFO] - [E:323| 100]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:40:27,114 - yago11k_both_0.001 - [INFO] - [E:323| 200]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:41:29,892 - yago11k_both_0.001 - [INFO] - [E:323| 300]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:42:32,677 - yago11k_both_0.001 - [INFO] - [E:323| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:43:35,461 - yago11k_both_0.001 - [INFO] - [E:323| 500]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:44:37,848 - yago11k_both_0.001 - [INFO] - [E:323| 600]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:44:37,848 - yago11k_both_0.001 - [INFO] - [Epoch:323]: Training Loss:0.001119 + +2023-06-21 16:44:38,063 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:44:50,036 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:45:01,846 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.40758, Head : 0.23027, Avg : 0.31893 + +2023-06-21 16:45:01,846 - yago11k_both_0.001 - [INFO] - [Epoch 323]: Training Loss: 0.0011192, Valid MRR: 0.32657, + + + +2023-06-21 16:45:02,483 - yago11k_both_0.001 - [INFO] - [E:324| 0]: Train Loss:0.0011067, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:46:05,288 - yago11k_both_0.001 - [INFO] - [E:324| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:47:08,085 - yago11k_both_0.001 - [INFO] - [E:324| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:48:10,907 - yago11k_both_0.001 - [INFO] - [E:324| 300]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:49:13,717 - yago11k_both_0.001 - [INFO] - [E:324| 400]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:50:16,513 - yago11k_both_0.001 - [INFO] - [E:324| 500]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:51:18,887 - yago11k_both_0.001 - [INFO] - [E:324| 600]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:51:18,887 - yago11k_both_0.001 - [INFO] - [Epoch:324]: Training Loss:0.001119 + +2023-06-21 16:51:19,101 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:51:31,072 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:51:42,885 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.40547, Head : 0.23006, Avg : 0.31776 + +2023-06-21 16:51:42,885 - yago11k_both_0.001 - [INFO] - [Epoch 324]: Training Loss: 0.0011192, Valid MRR: 0.32657, + + + +2023-06-21 16:51:43,519 - yago11k_both_0.001 - [INFO] - [E:325| 0]: Train Loss:0.0010976, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:52:46,320 - yago11k_both_0.001 - [INFO] - [E:325| 100]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:53:49,124 - yago11k_both_0.001 - [INFO] - [E:325| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:54:51,917 - yago11k_both_0.001 - [INFO] - [E:325| 300]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:55:54,736 - yago11k_both_0.001 - [INFO] - [E:325| 400]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:56:57,557 - yago11k_both_0.001 - [INFO] - [E:325| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:57:59,868 - yago11k_both_0.001 - [INFO] - [E:325| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:57:59,868 - yago11k_both_0.001 - [INFO] - [Epoch:325]: Training Loss:0.001119 + +2023-06-21 16:58:00,082 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:58:12,066 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 16:58:23,896 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.41079, Head : 0.23388, Avg : 0.32233 + +2023-06-21 16:58:23,897 - yago11k_both_0.001 - [INFO] - [Epoch 325]: Training Loss: 0.0011188, Valid MRR: 0.32657, + + + +2023-06-21 16:58:24,530 - yago11k_both_0.001 - [INFO] - [E:326| 0]: Train Loss:0.0010884, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 16:59:27,282 - yago11k_both_0.001 - [INFO] - [E:326| 100]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:00:29,991 - yago11k_both_0.001 - [INFO] - [E:326| 200]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:01:32,714 - yago11k_both_0.001 - [INFO] - [E:326| 300]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:02:35,396 - yago11k_both_0.001 - [INFO] - [E:326| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:03:38,112 - yago11k_both_0.001 - [INFO] - [E:326| 500]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:04:40,441 - yago11k_both_0.001 - [INFO] - [E:326| 600]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:04:40,441 - yago11k_both_0.001 - [INFO] - [Epoch:326]: Training Loss:0.001119 + +2023-06-21 17:04:40,655 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:04:52,638 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:05:04,441 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.40767, Head : 0.23042, Avg : 0.31904 + +2023-06-21 17:05:04,441 - yago11k_both_0.001 - [INFO] - [Epoch 326]: Training Loss: 0.001119, Valid MRR: 0.32657, + + + +2023-06-21 17:05:05,078 - yago11k_both_0.001 - [INFO] - [E:327| 0]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:06:07,781 - yago11k_both_0.001 - [INFO] - [E:327| 100]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:07:10,499 - yago11k_both_0.001 - [INFO] - [E:327| 200]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:08:13,213 - yago11k_both_0.001 - [INFO] - [E:327| 300]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:09:15,945 - yago11k_both_0.001 - [INFO] - [E:327| 400]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:10:18,658 - yago11k_both_0.001 - [INFO] - [E:327| 500]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:11:20,945 - yago11k_both_0.001 - [INFO] - [E:327| 600]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:11:20,945 - yago11k_both_0.001 - [INFO] - [Epoch:327]: Training Loss:0.001119 + +2023-06-21 17:11:21,159 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:11:33,120 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:11:44,919 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.41285, Head : 0.23283, Avg : 0.32284 + +2023-06-21 17:11:44,919 - yago11k_both_0.001 - [INFO] - [Epoch 327]: Training Loss: 0.0011193, Valid MRR: 0.32657, + + + +2023-06-21 17:11:45,551 - yago11k_both_0.001 - [INFO] - [E:328| 0]: Train Loss:0.0011473, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:12:48,213 - yago11k_both_0.001 - [INFO] - [E:328| 100]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:13:50,856 - yago11k_both_0.001 - [INFO] - [E:328| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:14:53,501 - yago11k_both_0.001 - [INFO] - [E:328| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:15:56,152 - yago11k_both_0.001 - [INFO] - [E:328| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:16:58,785 - yago11k_both_0.001 - [INFO] - [E:328| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:18:01,005 - yago11k_both_0.001 - [INFO] - [E:328| 600]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:18:01,006 - yago11k_both_0.001 - [INFO] - [Epoch:328]: Training Loss:0.001119 + +2023-06-21 17:18:01,218 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:18:13,190 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:18:24,983 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.41123, Head : 0.23491, Avg : 0.32307 + +2023-06-21 17:18:24,983 - yago11k_both_0.001 - [INFO] - [Epoch 328]: Training Loss: 0.0011189, Valid MRR: 0.32657, + + + +2023-06-21 17:18:25,614 - yago11k_both_0.001 - [INFO] - [E:329| 0]: Train Loss:0.0011287, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:19:28,273 - yago11k_both_0.001 - [INFO] - [E:329| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:20:30,928 - yago11k_both_0.001 - [INFO] - [E:329| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:21:33,566 - yago11k_both_0.001 - [INFO] - [E:329| 300]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:22:36,225 - yago11k_both_0.001 - [INFO] - [E:329| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:23:38,866 - yago11k_both_0.001 - [INFO] - [E:329| 500]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:24:41,080 - yago11k_both_0.001 - [INFO] - [E:329| 600]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:24:41,080 - yago11k_both_0.001 - [INFO] - [Epoch:329]: Training Loss:0.001119 + +2023-06-21 17:24:41,292 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:24:53,266 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:25:05,062 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.40978, Head : 0.23327, Avg : 0.32153 + MR: Tail : 956.69, Head : 1257.6, Avg : 1107.1 + Hit-1: Tail : 0.33051, Head : 0.19283, Avg : 0.26167 + Hit-3: Tail : 0.44707, Head : 0.2334, Avg : 0.34023 + Hit-10: Tail : 0.56974, Head : 0.31036, Avg : 0.44005 +2023-06-21 17:25:05,062 - yago11k_both_0.001 - [INFO] - [Epoch 329]: Training Loss: 0.0011189, Valid MRR: 0.32657, + + + +2023-06-21 17:25:05,692 - yago11k_both_0.001 - [INFO] - [E:330| 0]: Train Loss:0.0011288, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:26:08,360 - yago11k_both_0.001 - [INFO] - [E:330| 100]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:27:11,021 - yago11k_both_0.001 - [INFO] - [E:330| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:28:13,678 - yago11k_both_0.001 - [INFO] - [E:330| 300]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:29:16,326 - yago11k_both_0.001 - [INFO] - [E:330| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:30:18,962 - yago11k_both_0.001 - [INFO] - [E:330| 500]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:31:21,150 - yago11k_both_0.001 - [INFO] - [E:330| 600]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:31:21,150 - yago11k_both_0.001 - [INFO] - [Epoch:330]: Training Loss:0.001119 + +2023-06-21 17:31:21,363 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:31:33,333 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:31:45,130 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.41055, Head : 0.23283, Avg : 0.32169 + +2023-06-21 17:31:45,130 - yago11k_both_0.001 - [INFO] - [Epoch 330]: Training Loss: 0.0011186, Valid MRR: 0.32657, + + + +2023-06-21 17:31:45,761 - yago11k_both_0.001 - [INFO] - [E:331| 0]: Train Loss:0.0011263, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:32:48,407 - yago11k_both_0.001 - [INFO] - [E:331| 100]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:33:51,080 - yago11k_both_0.001 - [INFO] - [E:331| 200]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:34:53,723 - yago11k_both_0.001 - [INFO] - [E:331| 300]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:35:56,381 - yago11k_both_0.001 - [INFO] - [E:331| 400]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:36:59,020 - yago11k_both_0.001 - [INFO] - [E:331| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:38:01,248 - yago11k_both_0.001 - [INFO] - [E:331| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:38:01,249 - yago11k_both_0.001 - [INFO] - [Epoch:331]: Training Loss:0.001119 + +2023-06-21 17:38:01,462 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:38:13,420 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:38:25,221 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.40929, Head : 0.23184, Avg : 0.32057 + +2023-06-21 17:38:25,221 - yago11k_both_0.001 - [INFO] - [Epoch 331]: Training Loss: 0.0011188, Valid MRR: 0.32657, + + + +2023-06-21 17:38:25,853 - yago11k_both_0.001 - [INFO] - [E:332| 0]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:39:28,521 - yago11k_both_0.001 - [INFO] - [E:332| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:40:31,172 - yago11k_both_0.001 - [INFO] - [E:332| 200]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:41:33,841 - yago11k_both_0.001 - [INFO] - [E:332| 300]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:42:36,474 - yago11k_both_0.001 - [INFO] - [E:332| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:43:39,115 - yago11k_both_0.001 - [INFO] - [E:332| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:44:41,348 - yago11k_both_0.001 - [INFO] - [E:332| 600]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:44:41,349 - yago11k_both_0.001 - [INFO] - [Epoch:332]: Training Loss:0.001119 + +2023-06-21 17:44:41,563 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:44:53,525 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:45:05,332 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.40963, Head : 0.23496, Avg : 0.3223 + +2023-06-21 17:45:05,332 - yago11k_both_0.001 - [INFO] - [Epoch 332]: Training Loss: 0.0011187, Valid MRR: 0.32657, + + + +2023-06-21 17:45:05,963 - yago11k_both_0.001 - [INFO] - [E:333| 0]: Train Loss:0.0011319, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:46:08,632 - yago11k_both_0.001 - [INFO] - [E:333| 100]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:47:11,297 - yago11k_both_0.001 - [INFO] - [E:333| 200]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:48:13,913 - yago11k_both_0.001 - [INFO] - [E:333| 300]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:49:16,571 - yago11k_both_0.001 - [INFO] - [E:333| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:50:19,224 - yago11k_both_0.001 - [INFO] - [E:333| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:51:21,447 - yago11k_both_0.001 - [INFO] - [E:333| 600]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:51:21,448 - yago11k_both_0.001 - [INFO] - [Epoch:333]: Training Loss:0.001119 + +2023-06-21 17:51:21,660 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:51:33,627 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:51:45,438 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.41203, Head : 0.23177, Avg : 0.3219 + +2023-06-21 17:51:45,438 - yago11k_both_0.001 - [INFO] - [Epoch 333]: Training Loss: 0.0011186, Valid MRR: 0.32657, + + + +2023-06-21 17:51:46,069 - yago11k_both_0.001 - [INFO] - [E:334| 0]: Train Loss:0.0010974, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:52:48,711 - yago11k_both_0.001 - [INFO] - [E:334| 100]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:53:51,378 - yago11k_both_0.001 - [INFO] - [E:334| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:54:54,026 - yago11k_both_0.001 - [INFO] - [E:334| 300]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:55:56,672 - yago11k_both_0.001 - [INFO] - [E:334| 400]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:56:59,324 - yago11k_both_0.001 - [INFO] - [E:334| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:58:01,553 - yago11k_both_0.001 - [INFO] - [E:334| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:58:01,553 - yago11k_both_0.001 - [INFO] - [Epoch:334]: Training Loss:0.001119 + +2023-06-21 17:58:01,766 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:58:13,718 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 17:58:25,525 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.41053, Head : 0.23229, Avg : 0.32141 + +2023-06-21 17:58:25,525 - yago11k_both_0.001 - [INFO] - [Epoch 334]: Training Loss: 0.0011188, Valid MRR: 0.32657, + + + +2023-06-21 17:58:26,164 - yago11k_both_0.001 - [INFO] - [E:335| 0]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 17:59:28,818 - yago11k_both_0.001 - [INFO] - [E:335| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:00:31,460 - yago11k_both_0.001 - [INFO] - [E:335| 200]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:01:34,120 - yago11k_both_0.001 - [INFO] - [E:335| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:02:36,745 - yago11k_both_0.001 - [INFO] - [E:335| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:03:39,404 - yago11k_both_0.001 - [INFO] - [E:335| 500]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:04:41,618 - yago11k_both_0.001 - [INFO] - [E:335| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:04:41,619 - yago11k_both_0.001 - [INFO] - [Epoch:335]: Training Loss:0.001119 + +2023-06-21 18:04:41,832 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:04:53,790 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:05:05,595 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.4108, Head : 0.23115, Avg : 0.32098 + +2023-06-21 18:05:05,595 - yago11k_both_0.001 - [INFO] - [Epoch 335]: Training Loss: 0.0011188, Valid MRR: 0.32657, + + + +2023-06-21 18:05:06,234 - yago11k_both_0.001 - [INFO] - [E:336| 0]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:06:08,868 - yago11k_both_0.001 - [INFO] - [E:336| 100]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:07:11,513 - yago11k_both_0.001 - [INFO] - [E:336| 200]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:08:14,148 - yago11k_both_0.001 - [INFO] - [E:336| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:09:16,788 - yago11k_both_0.001 - [INFO] - [E:336| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:10:19,448 - yago11k_both_0.001 - [INFO] - [E:336| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:11:21,659 - yago11k_both_0.001 - [INFO] - [E:336| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:11:21,659 - yago11k_both_0.001 - [INFO] - [Epoch:336]: Training Loss:0.001118 + +2023-06-21 18:11:21,872 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:11:33,816 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:11:45,615 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.41134, Head : 0.234, Avg : 0.32267 + +2023-06-21 18:11:45,615 - yago11k_both_0.001 - [INFO] - [Epoch 336]: Training Loss: 0.001118, Valid MRR: 0.32657, + + + +2023-06-21 18:11:46,249 - yago11k_both_0.001 - [INFO] - [E:337| 0]: Train Loss:0.00113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:12:48,903 - yago11k_both_0.001 - [INFO] - [E:337| 100]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:13:51,553 - yago11k_both_0.001 - [INFO] - [E:337| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:14:54,222 - yago11k_both_0.001 - [INFO] - [E:337| 300]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:15:56,862 - yago11k_both_0.001 - [INFO] - [E:337| 400]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:16:59,469 - yago11k_both_0.001 - [INFO] - [E:337| 500]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:18:01,663 - yago11k_both_0.001 - [INFO] - [E:337| 600]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:18:01,663 - yago11k_both_0.001 - [INFO] - [Epoch:337]: Training Loss:0.001118 + +2023-06-21 18:18:01,877 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:18:13,832 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:18:25,633 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.41475, Head : 0.23302, Avg : 0.32389 + +2023-06-21 18:18:25,633 - yago11k_both_0.001 - [INFO] - [Epoch 337]: Training Loss: 0.0011184, Valid MRR: 0.32657, + + + +2023-06-21 18:18:26,272 - yago11k_both_0.001 - [INFO] - [E:338| 0]: Train Loss:0.0011012, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:19:28,927 - yago11k_both_0.001 - [INFO] - [E:338| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:20:31,561 - yago11k_both_0.001 - [INFO] - [E:338| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:21:34,206 - yago11k_both_0.001 - [INFO] - [E:338| 300]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:22:36,874 - yago11k_both_0.001 - [INFO] - [E:338| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:23:39,492 - yago11k_both_0.001 - [INFO] - [E:338| 500]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:24:41,703 - yago11k_both_0.001 - [INFO] - [E:338| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:24:41,703 - yago11k_both_0.001 - [INFO] - [Epoch:338]: Training Loss:0.001118 + +2023-06-21 18:24:41,917 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:24:53,873 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:25:05,665 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.41299, Head : 0.23267, Avg : 0.32283 + +2023-06-21 18:25:05,665 - yago11k_both_0.001 - [INFO] - [Epoch 338]: Training Loss: 0.001118, Valid MRR: 0.32657, + + + +2023-06-21 18:25:06,295 - yago11k_both_0.001 - [INFO] - [E:339| 0]: Train Loss:0.0011323, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:26:08,928 - yago11k_both_0.001 - [INFO] - [E:339| 100]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:27:11,554 - yago11k_both_0.001 - [INFO] - [E:339| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:28:14,210 - yago11k_both_0.001 - [INFO] - [E:339| 300]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:29:16,863 - yago11k_both_0.001 - [INFO] - [E:339| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:30:19,492 - yago11k_both_0.001 - [INFO] - [E:339| 500]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:31:21,745 - yago11k_both_0.001 - [INFO] - [E:339| 600]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:31:21,746 - yago11k_both_0.001 - [INFO] - [Epoch:339]: Training Loss:0.001118 + +2023-06-21 18:31:21,958 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:31:33,908 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:31:45,700 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.41075, Head : 0.23329, Avg : 0.32202 + MR: Tail : 927.0, Head : 1253.5, Avg : 1090.3 + Hit-1: Tail : 0.3287, Head : 0.19408, Avg : 0.26139 + Hit-3: Tail : 0.45276, Head : 0.22937, Avg : 0.34107 + Hit-10: Tail : 0.57377, Head : 0.30884, Avg : 0.4413 +2023-06-21 18:31:45,700 - yago11k_both_0.001 - [INFO] - [Epoch 339]: Training Loss: 0.0011184, Valid MRR: 0.32657, + + + +2023-06-21 18:31:46,336 - yago11k_both_0.001 - [INFO] - [E:340| 0]: Train Loss:0.0011363, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:32:48,953 - yago11k_both_0.001 - [INFO] - [E:340| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:33:51,611 - yago11k_both_0.001 - [INFO] - [E:340| 200]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:34:54,264 - yago11k_both_0.001 - [INFO] - [E:340| 300]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:35:56,908 - yago11k_both_0.001 - [INFO] - [E:340| 400]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:36:59,526 - yago11k_both_0.001 - [INFO] - [E:340| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:38:01,735 - yago11k_both_0.001 - [INFO] - [E:340| 600]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:38:01,735 - yago11k_both_0.001 - [INFO] - [Epoch:340]: Training Loss:0.001118 + +2023-06-21 18:38:01,948 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:38:13,893 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:38:25,686 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.40948, Head : 0.23065, Avg : 0.32006 + +2023-06-21 18:38:25,686 - yago11k_both_0.001 - [INFO] - [Epoch 340]: Training Loss: 0.0011182, Valid MRR: 0.32657, + + + +2023-06-21 18:38:26,319 - yago11k_both_0.001 - [INFO] - [E:341| 0]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:39:28,948 - yago11k_both_0.001 - [INFO] - [E:341| 100]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:40:31,586 - yago11k_both_0.001 - [INFO] - [E:341| 200]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:41:34,223 - yago11k_both_0.001 - [INFO] - [E:341| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:42:36,855 - yago11k_both_0.001 - [INFO] - [E:341| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:43:39,464 - yago11k_both_0.001 - [INFO] - [E:341| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:44:41,675 - yago11k_both_0.001 - [INFO] - [E:341| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:44:41,675 - yago11k_both_0.001 - [INFO] - [Epoch:341]: Training Loss:0.001118 + +2023-06-21 18:44:41,888 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:44:53,843 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:45:05,633 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.40992, Head : 0.23476, Avg : 0.32234 + +2023-06-21 18:45:05,633 - yago11k_both_0.001 - [INFO] - [Epoch 341]: Training Loss: 0.0011177, Valid MRR: 0.32657, + + + +2023-06-21 18:45:06,265 - yago11k_both_0.001 - [INFO] - [E:342| 0]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:46:08,899 - yago11k_both_0.001 - [INFO] - [E:342| 100]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:47:11,558 - yago11k_both_0.001 - [INFO] - [E:342| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:48:14,207 - yago11k_both_0.001 - [INFO] - [E:342| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:49:16,851 - yago11k_both_0.001 - [INFO] - [E:342| 400]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:50:19,465 - yago11k_both_0.001 - [INFO] - [E:342| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:51:21,687 - yago11k_both_0.001 - [INFO] - [E:342| 600]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:51:21,687 - yago11k_both_0.001 - [INFO] - [Epoch:342]: Training Loss:0.001118 + +2023-06-21 18:51:21,901 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:51:33,854 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:51:45,648 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.40928, Head : 0.23308, Avg : 0.32118 + +2023-06-21 18:51:45,648 - yago11k_both_0.001 - [INFO] - [Epoch 342]: Training Loss: 0.0011183, Valid MRR: 0.32657, + + + +2023-06-21 18:51:46,280 - yago11k_both_0.001 - [INFO] - [E:343| 0]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:52:48,910 - yago11k_both_0.001 - [INFO] - [E:343| 100]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:53:51,556 - yago11k_both_0.001 - [INFO] - [E:343| 200]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:54:54,234 - yago11k_both_0.001 - [INFO] - [E:343| 300]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:55:56,853 - yago11k_both_0.001 - [INFO] - [E:343| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:56:59,497 - yago11k_both_0.001 - [INFO] - [E:343| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:58:01,692 - yago11k_both_0.001 - [INFO] - [E:343| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:58:01,692 - yago11k_both_0.001 - [INFO] - [Epoch:343]: Training Loss:0.001118 + +2023-06-21 18:58:01,906 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:58:13,862 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 18:58:25,655 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.41229, Head : 0.23083, Avg : 0.32156 + +2023-06-21 18:58:25,655 - yago11k_both_0.001 - [INFO] - [Epoch 343]: Training Loss: 0.0011178, Valid MRR: 0.32657, + + + +2023-06-21 18:58:26,293 - yago11k_both_0.001 - [INFO] - [E:344| 0]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 18:59:28,939 - yago11k_both_0.001 - [INFO] - [E:344| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:00:31,571 - yago11k_both_0.001 - [INFO] - [E:344| 200]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:01:34,215 - yago11k_both_0.001 - [INFO] - [E:344| 300]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:02:36,876 - yago11k_both_0.001 - [INFO] - [E:344| 400]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:03:39,499 - yago11k_both_0.001 - [INFO] - [E:344| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:04:41,723 - yago11k_both_0.001 - [INFO] - [E:344| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:04:41,723 - yago11k_both_0.001 - [INFO] - [Epoch:344]: Training Loss:0.001118 + +2023-06-21 19:04:41,937 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:04:53,883 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:05:05,670 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.41605, Head : 0.23093, Avg : 0.32349 + +2023-06-21 19:05:05,670 - yago11k_both_0.001 - [INFO] - [Epoch 344]: Training Loss: 0.0011177, Valid MRR: 0.32657, + + + +2023-06-21 19:05:06,302 - yago11k_both_0.001 - [INFO] - [E:345| 0]: Train Loss:0.0011019, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:06:08,955 - yago11k_both_0.001 - [INFO] - [E:345| 100]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:07:11,562 - yago11k_both_0.001 - [INFO] - [E:345| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:08:14,175 - yago11k_both_0.001 - [INFO] - [E:345| 300]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:09:16,810 - yago11k_both_0.001 - [INFO] - [E:345| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:10:19,438 - yago11k_both_0.001 - [INFO] - [E:345| 500]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:11:21,644 - yago11k_both_0.001 - [INFO] - [E:345| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:11:21,644 - yago11k_both_0.001 - [INFO] - [Epoch:345]: Training Loss:0.001117 + +2023-06-21 19:11:21,858 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:11:33,804 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:11:45,597 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.41458, Head : 0.23264, Avg : 0.32361 + +2023-06-21 19:11:45,597 - yago11k_both_0.001 - [INFO] - [Epoch 345]: Training Loss: 0.0011175, Valid MRR: 0.32657, + + + +2023-06-21 19:11:46,229 - yago11k_both_0.001 - [INFO] - [E:346| 0]: Train Loss:0.001134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:12:48,867 - yago11k_both_0.001 - [INFO] - [E:346| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:13:51,508 - yago11k_both_0.001 - [INFO] - [E:346| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:14:54,149 - yago11k_both_0.001 - [INFO] - [E:346| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:15:56,779 - yago11k_both_0.001 - [INFO] - [E:346| 400]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:16:59,408 - yago11k_both_0.001 - [INFO] - [E:346| 500]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:18:01,619 - yago11k_both_0.001 - [INFO] - [E:346| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:18:01,619 - yago11k_both_0.001 - [INFO] - [Epoch:346]: Training Loss:0.001118 + +2023-06-21 19:18:01,833 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:18:13,787 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:18:25,574 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.41383, Head : 0.22877, Avg : 0.3213 + +2023-06-21 19:18:25,575 - yago11k_both_0.001 - [INFO] - [Epoch 346]: Training Loss: 0.0011176, Valid MRR: 0.32657, + + + +2023-06-21 19:18:26,209 - yago11k_both_0.001 - [INFO] - [E:347| 0]: Train Loss:0.0011043, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:19:28,852 - yago11k_both_0.001 - [INFO] - [E:347| 100]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:20:31,501 - yago11k_both_0.001 - [INFO] - [E:347| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:21:34,155 - yago11k_both_0.001 - [INFO] - [E:347| 300]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:22:36,816 - yago11k_both_0.001 - [INFO] - [E:347| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:23:39,453 - yago11k_both_0.001 - [INFO] - [E:347| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:24:41,663 - yago11k_both_0.001 - [INFO] - [E:347| 600]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:24:41,663 - yago11k_both_0.001 - [INFO] - [Epoch:347]: Training Loss:0.001118 + +2023-06-21 19:24:41,876 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:24:53,824 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:25:05,612 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.4155, Head : 0.23056, Avg : 0.32303 + +2023-06-21 19:25:05,612 - yago11k_both_0.001 - [INFO] - [Epoch 347]: Training Loss: 0.0011181, Valid MRR: 0.32657, + + + +2023-06-21 19:25:06,243 - yago11k_both_0.001 - [INFO] - [E:348| 0]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:26:08,876 - yago11k_both_0.001 - [INFO] - [E:348| 100]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:27:11,522 - yago11k_both_0.001 - [INFO] - [E:348| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:28:14,150 - yago11k_both_0.001 - [INFO] - [E:348| 300]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:29:16,759 - yago11k_both_0.001 - [INFO] - [E:348| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:30:19,422 - yago11k_both_0.001 - [INFO] - [E:348| 500]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:31:21,636 - yago11k_both_0.001 - [INFO] - [E:348| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:31:21,637 - yago11k_both_0.001 - [INFO] - [Epoch:348]: Training Loss:0.001118 + +2023-06-21 19:31:21,849 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:31:33,797 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:31:45,588 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.40941, Head : 0.2293, Avg : 0.31936 + +2023-06-21 19:31:45,588 - yago11k_both_0.001 - [INFO] - [Epoch 348]: Training Loss: 0.0011177, Valid MRR: 0.32657, + + + +2023-06-21 19:31:46,221 - yago11k_both_0.001 - [INFO] - [E:349| 0]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:32:48,864 - yago11k_both_0.001 - [INFO] - [E:349| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:33:51,483 - yago11k_both_0.001 - [INFO] - [E:349| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:34:54,126 - yago11k_both_0.001 - [INFO] - [E:349| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:35:56,761 - yago11k_both_0.001 - [INFO] - [E:349| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:36:59,399 - yago11k_both_0.001 - [INFO] - [E:349| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:38:01,629 - yago11k_both_0.001 - [INFO] - [E:349| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:38:01,629 - yago11k_both_0.001 - [INFO] - [Epoch:349]: Training Loss:0.001118 + +2023-06-21 19:38:01,842 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:38:13,791 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:38:25,582 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.41263, Head : 0.23204, Avg : 0.32233 + MR: Tail : 943.53, Head : 1255.4, Avg : 1099.4 + Hit-1: Tail : 0.33051, Head : 0.19311, Avg : 0.26181 + Hit-3: Tail : 0.45026, Head : 0.22881, Avg : 0.33954 + Hit-10: Tail : 0.57863, Head : 0.313, Avg : 0.44582 +2023-06-21 19:38:25,582 - yago11k_both_0.001 - [INFO] - [Epoch 349]: Training Loss: 0.0011178, Valid MRR: 0.32657, + + + +2023-06-21 19:38:26,212 - yago11k_both_0.001 - [INFO] - [E:350| 0]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:39:28,802 - yago11k_both_0.001 - [INFO] - [E:350| 100]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:40:31,419 - yago11k_both_0.001 - [INFO] - [E:350| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:41:34,042 - yago11k_both_0.001 - [INFO] - [E:350| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:42:36,652 - yago11k_both_0.001 - [INFO] - [E:350| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:43:39,296 - yago11k_both_0.001 - [INFO] - [E:350| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:44:41,512 - yago11k_both_0.001 - [INFO] - [E:350| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:44:41,512 - yago11k_both_0.001 - [INFO] - [Epoch:350]: Training Loss:0.001117 + +2023-06-21 19:44:41,725 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:44:53,683 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:45:05,475 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.41213, Head : 0.23406, Avg : 0.3231 + +2023-06-21 19:45:05,475 - yago11k_both_0.001 - [INFO] - [Epoch 350]: Training Loss: 0.0011175, Valid MRR: 0.32657, + + + +2023-06-21 19:45:06,110 - yago11k_both_0.001 - [INFO] - [E:351| 0]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:46:08,746 - yago11k_both_0.001 - [INFO] - [E:351| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:47:11,407 - yago11k_both_0.001 - [INFO] - [E:351| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:48:14,033 - yago11k_both_0.001 - [INFO] - [E:351| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:49:16,678 - yago11k_both_0.001 - [INFO] - [E:351| 400]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:50:19,295 - yago11k_both_0.001 - [INFO] - [E:351| 500]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:51:21,495 - yago11k_both_0.001 - [INFO] - [E:351| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:51:21,495 - yago11k_both_0.001 - [INFO] - [Epoch:351]: Training Loss:0.001118 + +2023-06-21 19:51:21,709 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:51:33,671 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:51:45,461 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.4092, Head : 0.23239, Avg : 0.32079 + +2023-06-21 19:51:45,461 - yago11k_both_0.001 - [INFO] - [Epoch 351]: Training Loss: 0.0011175, Valid MRR: 0.32657, + + + +2023-06-21 19:51:46,091 - yago11k_both_0.001 - [INFO] - [E:352| 0]: Train Loss:0.0011044, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:52:48,710 - yago11k_both_0.001 - [INFO] - [E:352| 100]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:53:51,371 - yago11k_both_0.001 - [INFO] - [E:352| 200]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:54:54,037 - yago11k_both_0.001 - [INFO] - [E:352| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:55:56,691 - yago11k_both_0.001 - [INFO] - [E:352| 400]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:56:59,338 - yago11k_both_0.001 - [INFO] - [E:352| 500]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:58:01,531 - yago11k_both_0.001 - [INFO] - [E:352| 600]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:58:01,532 - yago11k_both_0.001 - [INFO] - [Epoch:352]: Training Loss:0.001117 + +2023-06-21 19:58:01,745 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:58:13,713 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 19:58:25,498 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.41302, Head : 0.23452, Avg : 0.32377 + +2023-06-21 19:58:25,498 - yago11k_both_0.001 - [INFO] - [Epoch 352]: Training Loss: 0.0011174, Valid MRR: 0.32657, + + + +2023-06-21 19:58:26,129 - yago11k_both_0.001 - [INFO] - [E:353| 0]: Train Loss:0.0011264, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 19:59:28,771 - yago11k_both_0.001 - [INFO] - [E:353| 100]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:00:31,431 - yago11k_both_0.001 - [INFO] - [E:353| 200]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:01:34,084 - yago11k_both_0.001 - [INFO] - [E:353| 300]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:02:36,735 - yago11k_both_0.001 - [INFO] - [E:353| 400]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:03:39,349 - yago11k_both_0.001 - [INFO] - [E:353| 500]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:04:41,558 - yago11k_both_0.001 - [INFO] - [E:353| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:04:41,559 - yago11k_both_0.001 - [INFO] - [Epoch:353]: Training Loss:0.001118 + +2023-06-21 20:04:41,773 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:04:53,734 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:05:05,529 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.40918, Head : 0.23455, Avg : 0.32186 + +2023-06-21 20:05:05,529 - yago11k_both_0.001 - [INFO] - [Epoch 353]: Training Loss: 0.0011178, Valid MRR: 0.32657, + + + +2023-06-21 20:05:06,161 - yago11k_both_0.001 - [INFO] - [E:354| 0]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:06:08,828 - yago11k_both_0.001 - [INFO] - [E:354| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:07:11,472 - yago11k_both_0.001 - [INFO] - [E:354| 200]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:08:14,148 - yago11k_both_0.001 - [INFO] - [E:354| 300]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:09:16,801 - yago11k_both_0.001 - [INFO] - [E:354| 400]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:10:19,463 - yago11k_both_0.001 - [INFO] - [E:354| 500]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:11:21,679 - yago11k_both_0.001 - [INFO] - [E:354| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:11:21,679 - yago11k_both_0.001 - [INFO] - [Epoch:354]: Training Loss:0.001118 + +2023-06-21 20:11:21,892 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:11:33,874 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:11:45,673 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.41886, Head : 0.23128, Avg : 0.32507 + +2023-06-21 20:11:45,673 - yago11k_both_0.001 - [INFO] - [Epoch 354]: Training Loss: 0.0011176, Valid MRR: 0.32657, + + + +2023-06-21 20:11:46,305 - yago11k_both_0.001 - [INFO] - [E:355| 0]: Train Loss:0.0010983, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:12:48,967 - yago11k_both_0.001 - [INFO] - [E:355| 100]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:13:51,624 - yago11k_both_0.001 - [INFO] - [E:355| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:14:54,283 - yago11k_both_0.001 - [INFO] - [E:355| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:15:56,940 - yago11k_both_0.001 - [INFO] - [E:355| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:16:59,578 - yago11k_both_0.001 - [INFO] - [E:355| 500]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:18:01,811 - yago11k_both_0.001 - [INFO] - [E:355| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:18:01,811 - yago11k_both_0.001 - [INFO] - [Epoch:355]: Training Loss:0.001118 + +2023-06-21 20:18:02,024 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:18:13,995 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:18:25,794 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.41044, Head : 0.22915, Avg : 0.31979 + +2023-06-21 20:18:25,795 - yago11k_both_0.001 - [INFO] - [Epoch 355]: Training Loss: 0.001118, Valid MRR: 0.32657, + + + +2023-06-21 20:18:26,426 - yago11k_both_0.001 - [INFO] - [E:356| 0]: Train Loss:0.0011485, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:19:29,095 - yago11k_both_0.001 - [INFO] - [E:356| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:20:31,756 - yago11k_both_0.001 - [INFO] - [E:356| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:21:34,417 - yago11k_both_0.001 - [INFO] - [E:356| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:22:37,050 - yago11k_both_0.001 - [INFO] - [E:356| 400]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:23:39,674 - yago11k_both_0.001 - [INFO] - [E:356| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:24:41,901 - yago11k_both_0.001 - [INFO] - [E:356| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:24:41,901 - yago11k_both_0.001 - [INFO] - [Epoch:356]: Training Loss:0.001118 + +2023-06-21 20:24:42,115 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:24:54,074 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:25:05,871 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.41191, Head : 0.22845, Avg : 0.32018 + +2023-06-21 20:25:05,871 - yago11k_both_0.001 - [INFO] - [Epoch 356]: Training Loss: 0.0011177, Valid MRR: 0.32657, + + + +2023-06-21 20:25:06,503 - yago11k_both_0.001 - [INFO] - [E:357| 0]: Train Loss:0.001109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:26:09,148 - yago11k_both_0.001 - [INFO] - [E:357| 100]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:27:11,785 - yago11k_both_0.001 - [INFO] - [E:357| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:28:14,410 - yago11k_both_0.001 - [INFO] - [E:357| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:29:17,030 - yago11k_both_0.001 - [INFO] - [E:357| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:30:19,683 - yago11k_both_0.001 - [INFO] - [E:357| 500]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:31:21,914 - yago11k_both_0.001 - [INFO] - [E:357| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:31:21,915 - yago11k_both_0.001 - [INFO] - [Epoch:357]: Training Loss:0.001118 + +2023-06-21 20:31:22,128 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:31:34,089 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:31:45,903 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.41223, Head : 0.23465, Avg : 0.32344 + +2023-06-21 20:31:45,904 - yago11k_both_0.001 - [INFO] - [Epoch 357]: Training Loss: 0.0011176, Valid MRR: 0.32657, + + + +2023-06-21 20:31:46,536 - yago11k_both_0.001 - [INFO] - [E:358| 0]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:32:49,155 - yago11k_both_0.001 - [INFO] - [E:358| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:33:51,811 - yago11k_both_0.001 - [INFO] - [E:358| 200]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:34:54,431 - yago11k_both_0.001 - [INFO] - [E:358| 300]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:35:57,075 - yago11k_both_0.001 - [INFO] - [E:358| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:36:59,722 - yago11k_both_0.001 - [INFO] - [E:358| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:38:01,936 - yago11k_both_0.001 - [INFO] - [E:358| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:38:01,936 - yago11k_both_0.001 - [INFO] - [Epoch:358]: Training Loss:0.001118 + +2023-06-21 20:38:02,149 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:38:14,108 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:38:25,909 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.4098, Head : 0.23, Avg : 0.3199 + +2023-06-21 20:38:25,910 - yago11k_both_0.001 - [INFO] - [Epoch 358]: Training Loss: 0.0011176, Valid MRR: 0.32657, + + + +2023-06-21 20:38:26,547 - yago11k_both_0.001 - [INFO] - [E:359| 0]: Train Loss:0.0011412, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:39:29,161 - yago11k_both_0.001 - [INFO] - [E:359| 100]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:40:31,791 - yago11k_both_0.001 - [INFO] - [E:359| 200]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:41:34,448 - yago11k_both_0.001 - [INFO] - [E:359| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:42:37,114 - yago11k_both_0.001 - [INFO] - [E:359| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:43:39,753 - yago11k_both_0.001 - [INFO] - [E:359| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:44:41,956 - yago11k_both_0.001 - [INFO] - [E:359| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:44:41,957 - yago11k_both_0.001 - [INFO] - [Epoch:359]: Training Loss:0.001117 + +2023-06-21 20:44:42,170 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:44:54,126 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:45:05,924 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.41218, Head : 0.22979, Avg : 0.32099 + MR: Tail : 944.83, Head : 1251.4, Avg : 1098.1 + Hit-1: Tail : 0.32954, Head : 0.18991, Avg : 0.25972 + Hit-3: Tail : 0.45304, Head : 0.22729, Avg : 0.34016 + Hit-10: Tail : 0.58169, Head : 0.30675, Avg : 0.44422 +2023-06-21 20:45:05,924 - yago11k_both_0.001 - [INFO] - [Epoch 359]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-21 20:45:06,556 - yago11k_both_0.001 - [INFO] - [E:360| 0]: Train Loss:0.0011327, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:46:09,197 - yago11k_both_0.001 - [INFO] - [E:360| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:47:11,830 - yago11k_both_0.001 - [INFO] - [E:360| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:48:14,468 - yago11k_both_0.001 - [INFO] - [E:360| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:49:17,123 - yago11k_both_0.001 - [INFO] - [E:360| 400]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:50:19,759 - yago11k_both_0.001 - [INFO] - [E:360| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:51:21,963 - yago11k_both_0.001 - [INFO] - [E:360| 600]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:51:21,963 - yago11k_both_0.001 - [INFO] - [Epoch:360]: Training Loss:0.001117 + +2023-06-21 20:51:22,176 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:51:34,129 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:51:45,933 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.41293, Head : 0.23286, Avg : 0.3229 + +2023-06-21 20:51:45,934 - yago11k_both_0.001 - [INFO] - [Epoch 360]: Training Loss: 0.001117, Valid MRR: 0.32657, + + + +2023-06-21 20:51:46,566 - yago11k_both_0.001 - [INFO] - [E:361| 0]: Train Loss:0.001104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:52:49,210 - yago11k_both_0.001 - [INFO] - [E:361| 100]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:53:51,832 - yago11k_both_0.001 - [INFO] - [E:361| 200]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:54:54,469 - yago11k_both_0.001 - [INFO] - [E:361| 300]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:55:57,115 - yago11k_both_0.001 - [INFO] - [E:361| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:56:59,764 - yago11k_both_0.001 - [INFO] - [E:361| 500]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:58:01,989 - yago11k_both_0.001 - [INFO] - [E:361| 600]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:58:01,989 - yago11k_both_0.001 - [INFO] - [Epoch:361]: Training Loss:0.001117 + +2023-06-21 20:58:02,202 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:58:14,158 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 20:58:25,963 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.41436, Head : 0.23048, Avg : 0.32242 + +2023-06-21 20:58:25,963 - yago11k_both_0.001 - [INFO] - [Epoch 361]: Training Loss: 0.0011169, Valid MRR: 0.32657, + + + +2023-06-21 20:58:26,596 - yago11k_both_0.001 - [INFO] - [E:362| 0]: Train Loss:0.0011284, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 20:59:29,261 - yago11k_both_0.001 - [INFO] - [E:362| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:00:31,924 - yago11k_both_0.001 - [INFO] - [E:362| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:01:34,556 - yago11k_both_0.001 - [INFO] - [E:362| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:02:37,210 - yago11k_both_0.001 - [INFO] - [E:362| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:03:39,835 - yago11k_both_0.001 - [INFO] - [E:362| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:04:42,046 - yago11k_both_0.001 - [INFO] - [E:362| 600]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:04:42,047 - yago11k_both_0.001 - [INFO] - [Epoch:362]: Training Loss:0.001117 + +2023-06-21 21:04:42,261 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:04:54,210 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:05:06,006 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.41276, Head : 0.23334, Avg : 0.32305 + +2023-06-21 21:05:06,006 - yago11k_both_0.001 - [INFO] - [Epoch 362]: Training Loss: 0.001117, Valid MRR: 0.32657, + + + +2023-06-21 21:05:06,639 - yago11k_both_0.001 - [INFO] - [E:363| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:06:09,293 - yago11k_both_0.001 - [INFO] - [E:363| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:07:11,955 - yago11k_both_0.001 - [INFO] - [E:363| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:08:14,587 - yago11k_both_0.001 - [INFO] - [E:363| 300]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:09:17,234 - yago11k_both_0.001 - [INFO] - [E:363| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:10:19,847 - yago11k_both_0.001 - [INFO] - [E:363| 500]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:11:22,062 - yago11k_both_0.001 - [INFO] - [E:363| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:11:22,062 - yago11k_both_0.001 - [INFO] - [Epoch:363]: Training Loss:0.001117 + +2023-06-21 21:11:22,275 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:11:34,226 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:11:46,015 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.41711, Head : 0.22958, Avg : 0.32335 + +2023-06-21 21:11:46,016 - yago11k_both_0.001 - [INFO] - [Epoch 363]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-21 21:11:46,648 - yago11k_both_0.001 - [INFO] - [E:364| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:12:49,300 - yago11k_both_0.001 - [INFO] - [E:364| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:13:51,942 - yago11k_both_0.001 - [INFO] - [E:364| 200]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:14:54,601 - yago11k_both_0.001 - [INFO] - [E:364| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:15:57,234 - yago11k_both_0.001 - [INFO] - [E:364| 400]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:16:59,900 - yago11k_both_0.001 - [INFO] - [E:364| 500]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:18:02,108 - yago11k_both_0.001 - [INFO] - [E:364| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:18:02,109 - yago11k_both_0.001 - [INFO] - [Epoch:364]: Training Loss:0.001117 + +2023-06-21 21:18:02,321 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:18:14,269 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:18:26,063 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.41231, Head : 0.231, Avg : 0.32165 + +2023-06-21 21:18:26,063 - yago11k_both_0.001 - [INFO] - [Epoch 364]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-21 21:18:26,695 - yago11k_both_0.001 - [INFO] - [E:365| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:19:29,323 - yago11k_both_0.001 - [INFO] - [E:365| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:20:31,961 - yago11k_both_0.001 - [INFO] - [E:365| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:21:34,596 - yago11k_both_0.001 - [INFO] - [E:365| 300]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:22:37,228 - yago11k_both_0.001 - [INFO] - [E:365| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:23:39,873 - yago11k_both_0.001 - [INFO] - [E:365| 500]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:24:42,065 - yago11k_both_0.001 - [INFO] - [E:365| 600]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:24:42,066 - yago11k_both_0.001 - [INFO] - [Epoch:365]: Training Loss:0.001117 + +2023-06-21 21:24:42,279 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:24:54,225 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:25:06,015 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.415, Head : 0.23095, Avg : 0.32298 + +2023-06-21 21:25:06,015 - yago11k_both_0.001 - [INFO] - [Epoch 365]: Training Loss: 0.0011167, Valid MRR: 0.32657, + + + +2023-06-21 21:25:06,645 - yago11k_both_0.001 - [INFO] - [E:366| 0]: Train Loss:0.0010948, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:26:09,269 - yago11k_both_0.001 - [INFO] - [E:366| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:27:11,901 - yago11k_both_0.001 - [INFO] - [E:366| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:28:14,535 - yago11k_both_0.001 - [INFO] - [E:366| 300]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:29:17,172 - yago11k_both_0.001 - [INFO] - [E:366| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:30:19,827 - yago11k_both_0.001 - [INFO] - [E:366| 500]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:31:22,029 - yago11k_both_0.001 - [INFO] - [E:366| 600]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:31:22,029 - yago11k_both_0.001 - [INFO] - [Epoch:366]: Training Loss:0.001117 + +2023-06-21 21:31:22,243 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:31:34,194 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:31:45,991 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.41757, Head : 0.23238, Avg : 0.32497 + +2023-06-21 21:31:45,991 - yago11k_both_0.001 - [INFO] - [Epoch 366]: Training Loss: 0.0011167, Valid MRR: 0.32657, + + + +2023-06-21 21:31:46,625 - yago11k_both_0.001 - [INFO] - [E:367| 0]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:32:49,255 - yago11k_both_0.001 - [INFO] - [E:367| 100]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:33:51,870 - yago11k_both_0.001 - [INFO] - [E:367| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:34:54,494 - yago11k_both_0.001 - [INFO] - [E:367| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:35:57,133 - yago11k_both_0.001 - [INFO] - [E:367| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:36:59,769 - yago11k_both_0.001 - [INFO] - [E:367| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:38:01,969 - yago11k_both_0.001 - [INFO] - [E:367| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:38:01,969 - yago11k_both_0.001 - [INFO] - [Epoch:367]: Training Loss:0.001117 + +2023-06-21 21:38:02,183 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:38:14,138 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:38:25,936 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.40649, Head : 0.23067, Avg : 0.31858 + +2023-06-21 21:38:25,936 - yago11k_both_0.001 - [INFO] - [Epoch 367]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-21 21:38:26,567 - yago11k_both_0.001 - [INFO] - [E:368| 0]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:39:29,197 - yago11k_both_0.001 - [INFO] - [E:368| 100]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:40:31,863 - yago11k_both_0.001 - [INFO] - [E:368| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:41:34,518 - yago11k_both_0.001 - [INFO] - [E:368| 300]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:42:37,173 - yago11k_both_0.001 - [INFO] - [E:368| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:43:39,812 - yago11k_both_0.001 - [INFO] - [E:368| 500]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:44:42,016 - yago11k_both_0.001 - [INFO] - [E:368| 600]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:44:42,016 - yago11k_both_0.001 - [INFO] - [Epoch:368]: Training Loss:0.001116 + +2023-06-21 21:44:42,229 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:44:54,187 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:45:05,979 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.41144, Head : 0.23028, Avg : 0.32086 + +2023-06-21 21:45:05,980 - yago11k_both_0.001 - [INFO] - [Epoch 368]: Training Loss: 0.0011164, Valid MRR: 0.32657, + + + +2023-06-21 21:45:06,611 - yago11k_both_0.001 - [INFO] - [E:369| 0]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:46:09,237 - yago11k_both_0.001 - [INFO] - [E:369| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:47:11,858 - yago11k_both_0.001 - [INFO] - [E:369| 200]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:48:14,497 - yago11k_both_0.001 - [INFO] - [E:369| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:49:17,140 - yago11k_both_0.001 - [INFO] - [E:369| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:50:19,760 - yago11k_both_0.001 - [INFO] - [E:369| 500]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:51:21,978 - yago11k_both_0.001 - [INFO] - [E:369| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:51:21,978 - yago11k_both_0.001 - [INFO] - [Epoch:369]: Training Loss:0.001117 + +2023-06-21 21:51:22,192 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:51:34,146 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:51:45,943 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.41279, Head : 0.23144, Avg : 0.32211 + MR: Tail : 914.6, Head : 1273.5, Avg : 1094.0 + Hit-1: Tail : 0.33398, Head : 0.19325, Avg : 0.26361 + Hit-3: Tail : 0.44193, Head : 0.23104, Avg : 0.33648 + Hit-10: Tail : 0.57849, Head : 0.30675, Avg : 0.44262 +2023-06-21 21:51:45,944 - yago11k_both_0.001 - [INFO] - [Epoch 369]: Training Loss: 0.0011168, Valid MRR: 0.32657, + + + +2023-06-21 21:51:46,575 - yago11k_both_0.001 - [INFO] - [E:370| 0]: Train Loss:0.0011417, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:52:49,190 - yago11k_both_0.001 - [INFO] - [E:370| 100]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:53:51,855 - yago11k_both_0.001 - [INFO] - [E:370| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:54:54,493 - yago11k_both_0.001 - [INFO] - [E:370| 300]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:55:57,132 - yago11k_both_0.001 - [INFO] - [E:370| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:56:59,748 - yago11k_both_0.001 - [INFO] - [E:370| 500]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:58:01,955 - yago11k_both_0.001 - [INFO] - [E:370| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:58:01,955 - yago11k_both_0.001 - [INFO] - [Epoch:370]: Training Loss:0.001116 + +2023-06-21 21:58:02,168 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:58:14,130 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 21:58:25,926 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.40824, Head : 0.23469, Avg : 0.32147 + +2023-06-21 21:58:25,926 - yago11k_both_0.001 - [INFO] - [Epoch 370]: Training Loss: 0.0011163, Valid MRR: 0.32657, + + + +2023-06-21 21:58:26,557 - yago11k_both_0.001 - [INFO] - [E:371| 0]: Train Loss:0.0011028, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 21:59:29,177 - yago11k_both_0.001 - [INFO] - [E:371| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:00:31,820 - yago11k_both_0.001 - [INFO] - [E:371| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:01:34,443 - yago11k_both_0.001 - [INFO] - [E:371| 300]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:02:37,079 - yago11k_both_0.001 - [INFO] - [E:371| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:03:39,707 - yago11k_both_0.001 - [INFO] - [E:371| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:04:41,961 - yago11k_both_0.001 - [INFO] - [E:371| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:04:41,961 - yago11k_both_0.001 - [INFO] - [Epoch:371]: Training Loss:0.001116 + +2023-06-21 22:04:42,174 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:04:54,128 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:05:05,924 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.41467, Head : 0.23125, Avg : 0.32296 + +2023-06-21 22:05:05,924 - yago11k_both_0.001 - [INFO] - [Epoch 371]: Training Loss: 0.0011163, Valid MRR: 0.32657, + + + +2023-06-21 22:05:06,556 - yago11k_both_0.001 - [INFO] - [E:372| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:06:09,213 - yago11k_both_0.001 - [INFO] - [E:372| 100]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:07:11,874 - yago11k_both_0.001 - [INFO] - [E:372| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:08:14,524 - yago11k_both_0.001 - [INFO] - [E:372| 300]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:09:17,173 - yago11k_both_0.001 - [INFO] - [E:372| 400]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:10:19,803 - yago11k_both_0.001 - [INFO] - [E:372| 500]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:11:22,024 - yago11k_both_0.001 - [INFO] - [E:372| 600]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:11:22,024 - yago11k_both_0.001 - [INFO] - [Epoch:372]: Training Loss:0.001117 + +2023-06-21 22:11:22,238 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:11:34,195 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:11:45,991 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.40964, Head : 0.22971, Avg : 0.31967 + +2023-06-21 22:11:45,991 - yago11k_both_0.001 - [INFO] - [Epoch 372]: Training Loss: 0.0011165, Valid MRR: 0.32657, + + + +2023-06-21 22:11:46,622 - yago11k_both_0.001 - [INFO] - [E:373| 0]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:12:49,288 - yago11k_both_0.001 - [INFO] - [E:373| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:13:51,972 - yago11k_both_0.001 - [INFO] - [E:373| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:14:54,628 - yago11k_both_0.001 - [INFO] - [E:373| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:15:57,301 - yago11k_both_0.001 - [INFO] - [E:373| 400]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:16:59,945 - yago11k_both_0.001 - [INFO] - [E:373| 500]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:18:02,165 - yago11k_both_0.001 - [INFO] - [E:373| 600]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:18:02,166 - yago11k_both_0.001 - [INFO] - [Epoch:373]: Training Loss:0.001116 + +2023-06-21 22:18:02,379 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:18:14,344 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:18:26,134 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.40749, Head : 0.23339, Avg : 0.32044 + +2023-06-21 22:18:26,134 - yago11k_both_0.001 - [INFO] - [Epoch 373]: Training Loss: 0.0011162, Valid MRR: 0.32657, + + + +2023-06-21 22:18:26,765 - yago11k_both_0.001 - [INFO] - [E:374| 0]: Train Loss:0.001139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:19:29,386 - yago11k_both_0.001 - [INFO] - [E:374| 100]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:20:32,036 - yago11k_both_0.001 - [INFO] - [E:374| 200]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:21:34,720 - yago11k_both_0.001 - [INFO] - [E:374| 300]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:22:37,488 - yago11k_both_0.001 - [INFO] - [E:374| 400]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:23:40,234 - yago11k_both_0.001 - [INFO] - [E:374| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:24:42,517 - yago11k_both_0.001 - [INFO] - [E:374| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:24:42,517 - yago11k_both_0.001 - [INFO] - [Epoch:374]: Training Loss:0.001116 + +2023-06-21 22:24:42,731 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:24:54,710 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:25:06,520 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.40974, Head : 0.23395, Avg : 0.32185 + +2023-06-21 22:25:06,520 - yago11k_both_0.001 - [INFO] - [Epoch 374]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-21 22:25:07,151 - yago11k_both_0.001 - [INFO] - [E:375| 0]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:26:09,802 - yago11k_both_0.001 - [INFO] - [E:375| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:27:12,416 - yago11k_both_0.001 - [INFO] - [E:375| 200]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:28:15,059 - yago11k_both_0.001 - [INFO] - [E:375| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:29:17,716 - yago11k_both_0.001 - [INFO] - [E:375| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:30:20,360 - yago11k_both_0.001 - [INFO] - [E:375| 500]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:31:22,577 - yago11k_both_0.001 - [INFO] - [E:375| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:31:22,577 - yago11k_both_0.001 - [INFO] - [Epoch:375]: Training Loss:0.001116 + +2023-06-21 22:31:22,791 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:31:34,751 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:31:46,538 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.41413, Head : 0.23002, Avg : 0.32207 + +2023-06-21 22:31:46,538 - yago11k_both_0.001 - [INFO] - [Epoch 375]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-21 22:31:47,169 - yago11k_both_0.001 - [INFO] - [E:376| 0]: Train Loss:0.0010914, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:32:49,835 - yago11k_both_0.001 - [INFO] - [E:376| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:33:52,481 - yago11k_both_0.001 - [INFO] - [E:376| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:34:55,127 - yago11k_both_0.001 - [INFO] - [E:376| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:35:57,768 - yago11k_both_0.001 - [INFO] - [E:376| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:37:00,395 - yago11k_both_0.001 - [INFO] - [E:376| 500]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:38:02,601 - yago11k_both_0.001 - [INFO] - [E:376| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:38:02,602 - yago11k_both_0.001 - [INFO] - [Epoch:376]: Training Loss:0.001116 + +2023-06-21 22:38:02,815 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:38:14,778 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:38:26,574 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.41648, Head : 0.23012, Avg : 0.3233 + +2023-06-21 22:38:26,574 - yago11k_both_0.001 - [INFO] - [Epoch 376]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-21 22:38:27,205 - yago11k_both_0.001 - [INFO] - [E:377| 0]: Train Loss:0.0011053, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:39:29,851 - yago11k_both_0.001 - [INFO] - [E:377| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:40:32,497 - yago11k_both_0.001 - [INFO] - [E:377| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:41:35,157 - yago11k_both_0.001 - [INFO] - [E:377| 300]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:42:37,806 - yago11k_both_0.001 - [INFO] - [E:377| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:43:40,440 - yago11k_both_0.001 - [INFO] - [E:377| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:44:42,659 - yago11k_both_0.001 - [INFO] - [E:377| 600]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:44:42,659 - yago11k_both_0.001 - [INFO] - [Epoch:377]: Training Loss:0.001116 + +2023-06-21 22:44:42,872 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:44:54,843 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:45:06,633 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.41315, Head : 0.23024, Avg : 0.3217 + +2023-06-21 22:45:06,634 - yago11k_both_0.001 - [INFO] - [Epoch 377]: Training Loss: 0.0011158, Valid MRR: 0.32657, + + + +2023-06-21 22:45:07,265 - yago11k_both_0.001 - [INFO] - [E:378| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:46:09,892 - yago11k_both_0.001 - [INFO] - [E:378| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:47:12,544 - yago11k_both_0.001 - [INFO] - [E:378| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:48:15,219 - yago11k_both_0.001 - [INFO] - [E:378| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:49:17,844 - yago11k_both_0.001 - [INFO] - [E:378| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:50:20,498 - yago11k_both_0.001 - [INFO] - [E:378| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:51:22,710 - yago11k_both_0.001 - [INFO] - [E:378| 600]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:51:22,710 - yago11k_both_0.001 - [INFO] - [Epoch:378]: Training Loss:0.001116 + +2023-06-21 22:51:22,922 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:51:34,884 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:51:46,679 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.41535, Head : 0.23172, Avg : 0.32353 + +2023-06-21 22:51:46,679 - yago11k_both_0.001 - [INFO] - [Epoch 378]: Training Loss: 0.0011157, Valid MRR: 0.32657, + + + +2023-06-21 22:51:47,313 - yago11k_both_0.001 - [INFO] - [E:379| 0]: Train Loss:0.0010991, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:52:49,951 - yago11k_both_0.001 - [INFO] - [E:379| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:53:52,602 - yago11k_both_0.001 - [INFO] - [E:379| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:54:55,275 - yago11k_both_0.001 - [INFO] - [E:379| 300]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:55:57,932 - yago11k_both_0.001 - [INFO] - [E:379| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:57:00,585 - yago11k_both_0.001 - [INFO] - [E:379| 500]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:58:02,837 - yago11k_both_0.001 - [INFO] - [E:379| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:58:02,837 - yago11k_both_0.001 - [INFO] - [Epoch:379]: Training Loss:0.001116 + +2023-06-21 22:58:03,051 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:58:15,020 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 22:58:26,806 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.41024, Head : 0.23087, Avg : 0.32055 + MR: Tail : 922.83, Head : 1248.5, Avg : 1085.7 + Hit-1: Tail : 0.32662, Head : 0.19228, Avg : 0.25945 + Hit-3: Tail : 0.44804, Head : 0.22895, Avg : 0.3385 + Hit-10: Tail : 0.57766, Head : 0.3037, Avg : 0.44068 +2023-06-21 22:58:26,806 - yago11k_both_0.001 - [INFO] - [Epoch 379]: Training Loss: 0.0011163, Valid MRR: 0.32657, + + + +2023-06-21 22:58:27,439 - yago11k_both_0.001 - [INFO] - [E:380| 0]: Train Loss:0.0011287, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 22:59:30,082 - yago11k_both_0.001 - [INFO] - [E:380| 100]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:00:32,763 - yago11k_both_0.001 - [INFO] - [E:380| 200]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:01:35,482 - yago11k_both_0.001 - [INFO] - [E:380| 300]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:02:38,247 - yago11k_both_0.001 - [INFO] - [E:380| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:03:40,992 - yago11k_both_0.001 - [INFO] - [E:380| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:04:43,351 - yago11k_both_0.001 - [INFO] - [E:380| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:04:43,352 - yago11k_both_0.001 - [INFO] - [Epoch:380]: Training Loss:0.001116 + +2023-06-21 23:04:43,565 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:04:55,542 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:05:07,358 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.41166, Head : 0.23057, Avg : 0.32111 + +2023-06-21 23:05:07,358 - yago11k_both_0.001 - [INFO] - [Epoch 380]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-21 23:05:07,992 - yago11k_both_0.001 - [INFO] - [E:381| 0]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:06:10,761 - yago11k_both_0.001 - [INFO] - [E:381| 100]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:07:13,535 - yago11k_both_0.001 - [INFO] - [E:381| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:08:16,318 - yago11k_both_0.001 - [INFO] - [E:381| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:09:19,069 - yago11k_both_0.001 - [INFO] - [E:381| 400]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:10:21,843 - yago11k_both_0.001 - [INFO] - [E:381| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:11:24,194 - yago11k_both_0.001 - [INFO] - [E:381| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:11:24,195 - yago11k_both_0.001 - [INFO] - [Epoch:381]: Training Loss:0.001116 + +2023-06-21 23:11:24,408 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:11:36,389 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:11:48,204 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.40928, Head : 0.2295, Avg : 0.31939 + +2023-06-21 23:11:48,204 - yago11k_both_0.001 - [INFO] - [Epoch 381]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-21 23:11:48,837 - yago11k_both_0.001 - [INFO] - [E:382| 0]: Train Loss:0.0011336, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:12:51,598 - yago11k_both_0.001 - [INFO] - [E:382| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:13:54,353 - yago11k_both_0.001 - [INFO] - [E:382| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:14:57,113 - yago11k_both_0.001 - [INFO] - [E:382| 300]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:15:59,869 - yago11k_both_0.001 - [INFO] - [E:382| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:17:02,644 - yago11k_both_0.001 - [INFO] - [E:382| 500]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:18:05,021 - yago11k_both_0.001 - [INFO] - [E:382| 600]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:18:05,021 - yago11k_both_0.001 - [INFO] - [Epoch:382]: Training Loss:0.001116 + +2023-06-21 23:18:05,234 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:18:17,206 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:18:29,017 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.40713, Head : 0.23205, Avg : 0.31959 + +2023-06-21 23:18:29,017 - yago11k_both_0.001 - [INFO] - [Epoch 382]: Training Loss: 0.0011158, Valid MRR: 0.32657, + + + +2023-06-21 23:18:29,651 - yago11k_both_0.001 - [INFO] - [E:383| 0]: Train Loss:0.0011065, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:19:32,417 - yago11k_both_0.001 - [INFO] - [E:383| 100]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:20:35,158 - yago11k_both_0.001 - [INFO] - [E:383| 200]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:21:37,930 - yago11k_both_0.001 - [INFO] - [E:383| 300]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:22:40,701 - yago11k_both_0.001 - [INFO] - [E:383| 400]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:23:43,480 - yago11k_both_0.001 - [INFO] - [E:383| 500]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:24:45,821 - yago11k_both_0.001 - [INFO] - [E:383| 600]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:24:45,821 - yago11k_both_0.001 - [INFO] - [Epoch:383]: Training Loss:0.001116 + +2023-06-21 23:24:46,035 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:24:58,001 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:25:09,822 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.40872, Head : 0.23101, Avg : 0.31986 + +2023-06-21 23:25:09,822 - yago11k_both_0.001 - [INFO] - [Epoch 383]: Training Loss: 0.0011161, Valid MRR: 0.32657, + + + +2023-06-21 23:25:10,456 - yago11k_both_0.001 - [INFO] - [E:384| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:26:13,227 - yago11k_both_0.001 - [INFO] - [E:384| 100]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:27:15,989 - yago11k_both_0.001 - [INFO] - [E:384| 200]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:28:18,750 - yago11k_both_0.001 - [INFO] - [E:384| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:29:21,504 - yago11k_both_0.001 - [INFO] - [E:384| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:30:24,298 - yago11k_both_0.001 - [INFO] - [E:384| 500]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:31:26,638 - yago11k_both_0.001 - [INFO] - [E:384| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:31:26,639 - yago11k_both_0.001 - [INFO] - [Epoch:384]: Training Loss:0.001116 + +2023-06-21 23:31:26,851 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:31:38,825 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:31:50,640 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.4087, Head : 0.23021, Avg : 0.31945 + +2023-06-21 23:31:50,641 - yago11k_both_0.001 - [INFO] - [Epoch 384]: Training Loss: 0.001116, Valid MRR: 0.32657, + + + +2023-06-21 23:31:51,275 - yago11k_both_0.001 - [INFO] - [E:385| 0]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:32:54,020 - yago11k_both_0.001 - [INFO] - [E:385| 100]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:33:56,781 - yago11k_both_0.001 - [INFO] - [E:385| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:34:59,562 - yago11k_both_0.001 - [INFO] - [E:385| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:36:02,339 - yago11k_both_0.001 - [INFO] - [E:385| 400]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:37:05,102 - yago11k_both_0.001 - [INFO] - [E:385| 500]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:38:07,435 - yago11k_both_0.001 - [INFO] - [E:385| 600]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:38:07,435 - yago11k_both_0.001 - [INFO] - [Epoch:385]: Training Loss:0.001115 + +2023-06-21 23:38:07,648 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:38:19,619 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:38:31,438 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.41237, Head : 0.23126, Avg : 0.32181 + +2023-06-21 23:38:31,438 - yago11k_both_0.001 - [INFO] - [Epoch 385]: Training Loss: 0.0011154, Valid MRR: 0.32657, + + + +2023-06-21 23:38:32,079 - yago11k_both_0.001 - [INFO] - [E:386| 0]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:39:34,835 - yago11k_both_0.001 - [INFO] - [E:386| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:40:37,624 - yago11k_both_0.001 - [INFO] - [E:386| 200]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:41:40,393 - yago11k_both_0.001 - [INFO] - [E:386| 300]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:42:43,147 - yago11k_both_0.001 - [INFO] - [E:386| 400]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:43:45,931 - yago11k_both_0.001 - [INFO] - [E:386| 500]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:44:48,259 - yago11k_both_0.001 - [INFO] - [E:386| 600]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:44:48,259 - yago11k_both_0.001 - [INFO] - [Epoch:386]: Training Loss:0.001115 + +2023-06-21 23:44:48,472 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:45:00,437 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:45:12,255 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.40296, Head : 0.23105, Avg : 0.31701 + +2023-06-21 23:45:12,255 - yago11k_both_0.001 - [INFO] - [Epoch 386]: Training Loss: 0.0011151, Valid MRR: 0.32657, + + + +2023-06-21 23:45:12,890 - yago11k_both_0.001 - [INFO] - [E:387| 0]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:46:15,659 - yago11k_both_0.001 - [INFO] - [E:387| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:47:18,427 - yago11k_both_0.001 - [INFO] - [E:387| 200]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:48:21,199 - yago11k_both_0.001 - [INFO] - [E:387| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:49:23,966 - yago11k_both_0.001 - [INFO] - [E:387| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:50:26,736 - yago11k_both_0.001 - [INFO] - [E:387| 500]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:51:29,124 - yago11k_both_0.001 - [INFO] - [E:387| 600]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:51:29,124 - yago11k_both_0.001 - [INFO] - [Epoch:387]: Training Loss:0.001115 + +2023-06-21 23:51:29,338 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:51:41,311 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:51:53,127 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.41765, Head : 0.23145, Avg : 0.32455 + +2023-06-21 23:51:53,128 - yago11k_both_0.001 - [INFO] - [Epoch 387]: Training Loss: 0.0011155, Valid MRR: 0.32657, + + + +2023-06-21 23:51:53,766 - yago11k_both_0.001 - [INFO] - [E:388| 0]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:52:56,563 - yago11k_both_0.001 - [INFO] - [E:388| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:53:59,355 - yago11k_both_0.001 - [INFO] - [E:388| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:55:02,143 - yago11k_both_0.001 - [INFO] - [E:388| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:56:04,931 - yago11k_both_0.001 - [INFO] - [E:388| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:57:07,703 - yago11k_both_0.001 - [INFO] - [E:388| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:58:10,048 - yago11k_both_0.001 - [INFO] - [E:388| 600]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:58:10,048 - yago11k_both_0.001 - [INFO] - [Epoch:388]: Training Loss:0.001115 + +2023-06-21 23:58:10,261 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:58:22,228 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-21 23:58:34,041 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.40451, Head : 0.23165, Avg : 0.31808 + +2023-06-21 23:58:34,041 - yago11k_both_0.001 - [INFO] - [Epoch 388]: Training Loss: 0.0011152, Valid MRR: 0.32657, + + + +2023-06-21 23:58:34,676 - yago11k_both_0.001 - [INFO] - [E:389| 0]: Train Loss:0.0011047, Val MRR:0.32657, yago11k_both_0.001 +2023-06-21 23:59:37,465 - yago11k_both_0.001 - [INFO] - [E:389| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:00:40,259 - yago11k_both_0.001 - [INFO] - [E:389| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:01:43,040 - yago11k_both_0.001 - [INFO] - [E:389| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:02:45,825 - yago11k_both_0.001 - [INFO] - [E:389| 400]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:03:48,582 - yago11k_both_0.001 - [INFO] - [E:389| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:04:50,926 - yago11k_both_0.001 - [INFO] - [E:389| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:04:50,926 - yago11k_both_0.001 - [INFO] - [Epoch:389]: Training Loss:0.001115 + +2023-06-22 00:04:51,140 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:05:03,107 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:05:14,921 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.41406, Head : 0.22752, Avg : 0.32079 + MR: Tail : 904.04, Head : 1261.0, Avg : 1082.5 + Hit-1: Tail : 0.33259, Head : 0.18866, Avg : 0.26063 + Hit-3: Tail : 0.45026, Head : 0.22645, Avg : 0.33836 + Hit-10: Tail : 0.57335, Head : 0.298, Avg : 0.43568 +2023-06-22 00:05:14,921 - yago11k_both_0.001 - [INFO] - [Epoch 389]: Training Loss: 0.0011153, Valid MRR: 0.32657, + + + +2023-06-22 00:05:15,562 - yago11k_both_0.001 - [INFO] - [E:390| 0]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:06:18,315 - yago11k_both_0.001 - [INFO] - [E:390| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:07:21,088 - yago11k_both_0.001 - [INFO] - [E:390| 200]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:08:23,879 - yago11k_both_0.001 - [INFO] - [E:390| 300]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:09:26,663 - yago11k_both_0.001 - [INFO] - [E:390| 400]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:10:29,449 - yago11k_both_0.001 - [INFO] - [E:390| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:11:31,779 - yago11k_both_0.001 - [INFO] - [E:390| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:11:31,779 - yago11k_both_0.001 - [INFO] - [Epoch:390]: Training Loss:0.001115 + +2023-06-22 00:11:31,992 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:11:43,963 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:11:55,769 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.4121, Head : 0.23131, Avg : 0.32171 + +2023-06-22 00:11:55,769 - yago11k_both_0.001 - [INFO] - [Epoch 390]: Training Loss: 0.0011153, Valid MRR: 0.32657, + + + +2023-06-22 00:11:56,399 - yago11k_both_0.001 - [INFO] - [E:391| 0]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:12:59,182 - yago11k_both_0.001 - [INFO] - [E:391| 100]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:14:01,934 - yago11k_both_0.001 - [INFO] - [E:391| 200]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:15:04,693 - yago11k_both_0.001 - [INFO] - [E:391| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:16:07,456 - yago11k_both_0.001 - [INFO] - [E:391| 400]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:17:10,227 - yago11k_both_0.001 - [INFO] - [E:391| 500]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:18:12,547 - yago11k_both_0.001 - [INFO] - [E:391| 600]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:18:12,548 - yago11k_both_0.001 - [INFO] - [Epoch:391]: Training Loss:0.001115 + +2023-06-22 00:18:12,760 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:18:24,726 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:18:36,538 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.41412, Head : 0.23184, Avg : 0.32298 + +2023-06-22 00:18:36,539 - yago11k_both_0.001 - [INFO] - [Epoch 391]: Training Loss: 0.0011152, Valid MRR: 0.32657, + + + +2023-06-22 00:18:37,173 - yago11k_both_0.001 - [INFO] - [E:392| 0]: Train Loss:0.0011031, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:19:39,959 - yago11k_both_0.001 - [INFO] - [E:392| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:20:42,741 - yago11k_both_0.001 - [INFO] - [E:392| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:21:45,489 - yago11k_both_0.001 - [INFO] - [E:392| 300]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:22:48,255 - yago11k_both_0.001 - [INFO] - [E:392| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:23:51,023 - yago11k_both_0.001 - [INFO] - [E:392| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:24:53,410 - yago11k_both_0.001 - [INFO] - [E:392| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:24:53,411 - yago11k_both_0.001 - [INFO] - [Epoch:392]: Training Loss:0.001115 + +2023-06-22 00:24:53,625 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:25:05,592 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:25:17,398 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.41518, Head : 0.23012, Avg : 0.32265 + +2023-06-22 00:25:17,398 - yago11k_both_0.001 - [INFO] - [Epoch 392]: Training Loss: 0.0011153, Valid MRR: 0.32657, + + + +2023-06-22 00:25:18,032 - yago11k_both_0.001 - [INFO] - [E:393| 0]: Train Loss:0.0011295, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:26:20,826 - yago11k_both_0.001 - [INFO] - [E:393| 100]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:27:23,592 - yago11k_both_0.001 - [INFO] - [E:393| 200]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:28:26,345 - yago11k_both_0.001 - [INFO] - [E:393| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:29:29,119 - yago11k_both_0.001 - [INFO] - [E:393| 400]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:30:31,872 - yago11k_both_0.001 - [INFO] - [E:393| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:31:34,184 - yago11k_both_0.001 - [INFO] - [E:393| 600]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:31:34,185 - yago11k_both_0.001 - [INFO] - [Epoch:393]: Training Loss:0.001116 + +2023-06-22 00:31:34,397 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:31:46,360 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:31:58,152 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.41122, Head : 0.23272, Avg : 0.32197 + +2023-06-22 00:31:58,152 - yago11k_both_0.001 - [INFO] - [Epoch 393]: Training Loss: 0.0011155, Valid MRR: 0.32657, + + + +2023-06-22 00:31:58,784 - yago11k_both_0.001 - [INFO] - [E:394| 0]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:33:01,501 - yago11k_both_0.001 - [INFO] - [E:394| 100]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:34:04,225 - yago11k_both_0.001 - [INFO] - [E:394| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:35:06,939 - yago11k_both_0.001 - [INFO] - [E:394| 300]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:36:09,641 - yago11k_both_0.001 - [INFO] - [E:394| 400]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:37:12,368 - yago11k_both_0.001 - [INFO] - [E:394| 500]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:38:14,671 - yago11k_both_0.001 - [INFO] - [E:394| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:38:14,671 - yago11k_both_0.001 - [INFO] - [Epoch:394]: Training Loss:0.001115 + +2023-06-22 00:38:14,885 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:38:26,845 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:38:38,642 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.41317, Head : 0.23411, Avg : 0.32364 + +2023-06-22 00:38:38,642 - yago11k_both_0.001 - [INFO] - [Epoch 394]: Training Loss: 0.0011153, Valid MRR: 0.32657, + + + +2023-06-22 00:38:39,273 - yago11k_both_0.001 - [INFO] - [E:395| 0]: Train Loss:0.0010891, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:39:41,998 - yago11k_both_0.001 - [INFO] - [E:395| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:40:44,739 - yago11k_both_0.001 - [INFO] - [E:395| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:41:47,462 - yago11k_both_0.001 - [INFO] - [E:395| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:42:50,182 - yago11k_both_0.001 - [INFO] - [E:395| 400]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:43:52,910 - yago11k_both_0.001 - [INFO] - [E:395| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:44:55,200 - yago11k_both_0.001 - [INFO] - [E:395| 600]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:44:55,201 - yago11k_both_0.001 - [INFO] - [Epoch:395]: Training Loss:0.001115 + +2023-06-22 00:44:55,413 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:45:07,373 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:45:19,172 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.41059, Head : 0.23241, Avg : 0.3215 + +2023-06-22 00:45:19,172 - yago11k_both_0.001 - [INFO] - [Epoch 395]: Training Loss: 0.001115, Valid MRR: 0.32657, + + + +2023-06-22 00:45:19,803 - yago11k_both_0.001 - [INFO] - [E:396| 0]: Train Loss:0.001095, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:46:22,461 - yago11k_both_0.001 - [INFO] - [E:396| 100]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:47:25,100 - yago11k_both_0.001 - [INFO] - [E:396| 200]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:48:27,730 - yago11k_both_0.001 - [INFO] - [E:396| 300]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:49:30,366 - yago11k_both_0.001 - [INFO] - [E:396| 400]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:50:33,027 - yago11k_both_0.001 - [INFO] - [E:396| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:51:35,225 - yago11k_both_0.001 - [INFO] - [E:396| 600]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:51:35,225 - yago11k_both_0.001 - [INFO] - [Epoch:396]: Training Loss:0.001115 + +2023-06-22 00:51:35,438 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:51:47,397 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:51:59,189 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.4108, Head : 0.23242, Avg : 0.32161 + +2023-06-22 00:51:59,189 - yago11k_both_0.001 - [INFO] - [Epoch 396]: Training Loss: 0.001115, Valid MRR: 0.32657, + + + +2023-06-22 00:51:59,824 - yago11k_both_0.001 - [INFO] - [E:397| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:53:02,489 - yago11k_both_0.001 - [INFO] - [E:397| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:54:05,152 - yago11k_both_0.001 - [INFO] - [E:397| 200]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:55:07,780 - yago11k_both_0.001 - [INFO] - [E:397| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:56:10,424 - yago11k_both_0.001 - [INFO] - [E:397| 400]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:57:13,046 - yago11k_both_0.001 - [INFO] - [E:397| 500]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:58:15,273 - yago11k_both_0.001 - [INFO] - [E:397| 600]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:58:15,273 - yago11k_both_0.001 - [INFO] - [Epoch:397]: Training Loss:0.001115 + +2023-06-22 00:58:15,487 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:58:27,436 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 00:58:39,232 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.41719, Head : 0.22999, Avg : 0.32359 + +2023-06-22 00:58:39,232 - yago11k_both_0.001 - [INFO] - [Epoch 397]: Training Loss: 0.001115, Valid MRR: 0.32657, + + + +2023-06-22 00:58:39,863 - yago11k_both_0.001 - [INFO] - [E:398| 0]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 00:59:42,533 - yago11k_both_0.001 - [INFO] - [E:398| 100]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:00:45,175 - yago11k_both_0.001 - [INFO] - [E:398| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:01:47,897 - yago11k_both_0.001 - [INFO] - [E:398| 300]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:02:50,628 - yago11k_both_0.001 - [INFO] - [E:398| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:03:53,402 - yago11k_both_0.001 - [INFO] - [E:398| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:04:55,732 - yago11k_both_0.001 - [INFO] - [E:398| 600]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:04:55,732 - yago11k_both_0.001 - [INFO] - [Epoch:398]: Training Loss:0.001115 + +2023-06-22 01:04:55,945 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:05:07,911 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:05:19,720 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.41363, Head : 0.2329, Avg : 0.32327 + +2023-06-22 01:05:19,720 - yago11k_both_0.001 - [INFO] - [Epoch 398]: Training Loss: 0.0011151, Valid MRR: 0.32657, + + + +2023-06-22 01:05:20,358 - yago11k_both_0.001 - [INFO] - [E:399| 0]: Train Loss:0.001095, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:06:23,129 - yago11k_both_0.001 - [INFO] - [E:399| 100]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:07:25,909 - yago11k_both_0.001 - [INFO] - [E:399| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:08:28,675 - yago11k_both_0.001 - [INFO] - [E:399| 300]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:09:31,431 - yago11k_both_0.001 - [INFO] - [E:399| 400]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:10:34,202 - yago11k_both_0.001 - [INFO] - [E:399| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:11:36,557 - yago11k_both_0.001 - [INFO] - [E:399| 600]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:11:36,557 - yago11k_both_0.001 - [INFO] - [Epoch:399]: Training Loss:0.001115 + +2023-06-22 01:11:36,770 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:11:48,734 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:12:00,540 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.40877, Head : 0.23581, Avg : 0.32229 + MR: Tail : 912.43, Head : 1242.5, Avg : 1077.5 + Hit-1: Tail : 0.32412, Head : 0.19561, Avg : 0.25986 + Hit-3: Tail : 0.45082, Head : 0.23243, Avg : 0.34162 + Hit-10: Tail : 0.57641, Head : 0.31717, Avg : 0.44679 +2023-06-22 01:12:00,540 - yago11k_both_0.001 - [INFO] - [Epoch 399]: Training Loss: 0.0011146, Valid MRR: 0.32657, + + + +2023-06-22 01:12:01,174 - yago11k_both_0.001 - [INFO] - [E:400| 0]: Train Loss:0.0011022, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:13:03,943 - yago11k_both_0.001 - [INFO] - [E:400| 100]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:14:06,700 - yago11k_both_0.001 - [INFO] - [E:400| 200]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:15:09,454 - yago11k_both_0.001 - [INFO] - [E:400| 300]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:16:12,218 - yago11k_both_0.001 - [INFO] - [E:400| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:17:15,001 - yago11k_both_0.001 - [INFO] - [E:400| 500]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:18:17,350 - yago11k_both_0.001 - [INFO] - [E:400| 600]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:18:17,350 - yago11k_both_0.001 - [INFO] - [Epoch:400]: Training Loss:0.001115 + +2023-06-22 01:18:17,563 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:18:29,532 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:18:41,335 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.40934, Head : 0.23221, Avg : 0.32077 + +2023-06-22 01:18:41,336 - yago11k_both_0.001 - [INFO] - [Epoch 400]: Training Loss: 0.001115, Valid MRR: 0.32657, + + + +2023-06-22 01:18:41,969 - yago11k_both_0.001 - [INFO] - [E:401| 0]: Train Loss:0.0011523, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:19:44,747 - yago11k_both_0.001 - [INFO] - [E:401| 100]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:20:47,512 - yago11k_both_0.001 - [INFO] - [E:401| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:21:50,285 - yago11k_both_0.001 - [INFO] - [E:401| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:22:53,046 - yago11k_both_0.001 - [INFO] - [E:401| 400]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:23:55,856 - yago11k_both_0.001 - [INFO] - [E:401| 500]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:24:58,199 - yago11k_both_0.001 - [INFO] - [E:401| 600]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:24:58,199 - yago11k_both_0.001 - [INFO] - [Epoch:401]: Training Loss:0.001115 + +2023-06-22 01:24:58,414 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:25:10,385 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:25:22,191 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.4143, Head : 0.23186, Avg : 0.32308 + +2023-06-22 01:25:22,192 - yago11k_both_0.001 - [INFO] - [Epoch 401]: Training Loss: 0.0011149, Valid MRR: 0.32657, + + + +2023-06-22 01:25:22,825 - yago11k_both_0.001 - [INFO] - [E:402| 0]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:26:25,587 - yago11k_both_0.001 - [INFO] - [E:402| 100]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:27:28,353 - yago11k_both_0.001 - [INFO] - [E:402| 200]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:28:31,131 - yago11k_both_0.001 - [INFO] - [E:402| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:29:33,887 - yago11k_both_0.001 - [INFO] - [E:402| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:30:36,666 - yago11k_both_0.001 - [INFO] - [E:402| 500]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:31:39,020 - yago11k_both_0.001 - [INFO] - [E:402| 600]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:31:39,021 - yago11k_both_0.001 - [INFO] - [Epoch:402]: Training Loss:0.001115 + +2023-06-22 01:31:39,233 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:31:51,213 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:32:03,026 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.40811, Head : 0.23168, Avg : 0.3199 + +2023-06-22 01:32:03,026 - yago11k_both_0.001 - [INFO] - [Epoch 402]: Training Loss: 0.0011147, Valid MRR: 0.32657, + + + +2023-06-22 01:32:03,662 - yago11k_both_0.001 - [INFO] - [E:403| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:33:06,428 - yago11k_both_0.001 - [INFO] - [E:403| 100]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:34:09,214 - yago11k_both_0.001 - [INFO] - [E:403| 200]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:35:12,011 - yago11k_both_0.001 - [INFO] - [E:403| 300]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:36:14,815 - yago11k_both_0.001 - [INFO] - [E:403| 400]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:37:17,610 - yago11k_both_0.001 - [INFO] - [E:403| 500]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:38:20,006 - yago11k_both_0.001 - [INFO] - [E:403| 600]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:38:20,006 - yago11k_both_0.001 - [INFO] - [Epoch:403]: Training Loss:0.001114 + +2023-06-22 01:38:20,220 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:38:32,201 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:38:44,011 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.41059, Head : 0.23067, Avg : 0.32063 + +2023-06-22 01:38:44,011 - yago11k_both_0.001 - [INFO] - [Epoch 403]: Training Loss: 0.0011143, Valid MRR: 0.32657, + + + +2023-06-22 01:38:44,644 - yago11k_both_0.001 - [INFO] - [E:404| 0]: Train Loss:0.0011284, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:39:47,455 - yago11k_both_0.001 - [INFO] - [E:404| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:40:50,226 - yago11k_both_0.001 - [INFO] - [E:404| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:41:52,958 - yago11k_both_0.001 - [INFO] - [E:404| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:42:55,623 - yago11k_both_0.001 - [INFO] - [E:404| 400]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:43:58,303 - yago11k_both_0.001 - [INFO] - [E:404| 500]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:45:00,544 - yago11k_both_0.001 - [INFO] - [E:404| 600]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:45:00,544 - yago11k_both_0.001 - [INFO] - [Epoch:404]: Training Loss:0.001114 + +2023-06-22 01:45:00,757 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:45:12,721 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:45:24,530 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.41081, Head : 0.23056, Avg : 0.32069 + +2023-06-22 01:45:24,530 - yago11k_both_0.001 - [INFO] - [Epoch 404]: Training Loss: 0.0011145, Valid MRR: 0.32657, + + + +2023-06-22 01:45:25,163 - yago11k_both_0.001 - [INFO] - [E:405| 0]: Train Loss:0.0011083, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:46:27,865 - yago11k_both_0.001 - [INFO] - [E:405| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:47:30,559 - yago11k_both_0.001 - [INFO] - [E:405| 200]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:48:33,262 - yago11k_both_0.001 - [INFO] - [E:405| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:49:35,984 - yago11k_both_0.001 - [INFO] - [E:405| 400]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:50:38,683 - yago11k_both_0.001 - [INFO] - [E:405| 500]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:51:40,953 - yago11k_both_0.001 - [INFO] - [E:405| 600]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:51:40,954 - yago11k_both_0.001 - [INFO] - [Epoch:405]: Training Loss:0.001114 + +2023-06-22 01:51:41,167 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:51:53,140 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:52:04,946 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.41203, Head : 0.23386, Avg : 0.32295 + +2023-06-22 01:52:04,946 - yago11k_both_0.001 - [INFO] - [Epoch 405]: Training Loss: 0.0011145, Valid MRR: 0.32657, + + + +2023-06-22 01:52:05,578 - yago11k_both_0.001 - [INFO] - [E:406| 0]: Train Loss:0.0011075, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:53:08,284 - yago11k_both_0.001 - [INFO] - [E:406| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:54:11,016 - yago11k_both_0.001 - [INFO] - [E:406| 200]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:55:13,731 - yago11k_both_0.001 - [INFO] - [E:406| 300]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:56:16,446 - yago11k_both_0.001 - [INFO] - [E:406| 400]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:57:19,134 - yago11k_both_0.001 - [INFO] - [E:406| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:58:21,457 - yago11k_both_0.001 - [INFO] - [E:406| 600]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:58:21,458 - yago11k_both_0.001 - [INFO] - [Epoch:406]: Training Loss:0.001115 + +2023-06-22 01:58:21,673 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:58:33,664 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 01:58:45,492 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.41673, Head : 0.23211, Avg : 0.32442 + +2023-06-22 01:58:45,492 - yago11k_both_0.001 - [INFO] - [Epoch 406]: Training Loss: 0.0011148, Valid MRR: 0.32657, + + + +2023-06-22 01:58:46,125 - yago11k_both_0.001 - [INFO] - [E:407| 0]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 01:59:48,941 - yago11k_both_0.001 - [INFO] - [E:407| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:00:51,776 - yago11k_both_0.001 - [INFO] - [E:407| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:01:54,592 - yago11k_both_0.001 - [INFO] - [E:407| 300]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:02:57,286 - yago11k_both_0.001 - [INFO] - [E:407| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:03:59,981 - yago11k_both_0.001 - [INFO] - [E:407| 500]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:05:02,278 - yago11k_both_0.001 - [INFO] - [E:407| 600]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:05:02,278 - yago11k_both_0.001 - [INFO] - [Epoch:407]: Training Loss:0.001115 + +2023-06-22 02:05:02,493 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:05:14,469 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:05:26,288 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.41676, Head : 0.23018, Avg : 0.32347 + +2023-06-22 02:05:26,288 - yago11k_both_0.001 - [INFO] - [Epoch 407]: Training Loss: 0.0011148, Valid MRR: 0.32657, + + + +2023-06-22 02:05:26,930 - yago11k_both_0.001 - [INFO] - [E:408| 0]: Train Loss:0.0011067, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:06:29,644 - yago11k_both_0.001 - [INFO] - [E:408| 100]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:07:32,347 - yago11k_both_0.001 - [INFO] - [E:408| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:08:35,086 - yago11k_both_0.001 - [INFO] - [E:408| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:09:37,804 - yago11k_both_0.001 - [INFO] - [E:408| 400]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:10:40,550 - yago11k_both_0.001 - [INFO] - [E:408| 500]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:11:42,873 - yago11k_both_0.001 - [INFO] - [E:408| 600]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:11:42,873 - yago11k_both_0.001 - [INFO] - [Epoch:408]: Training Loss:0.001114 + +2023-06-22 02:11:43,086 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:11:55,076 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:12:06,898 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.41087, Head : 0.23155, Avg : 0.32121 + +2023-06-22 02:12:06,898 - yago11k_both_0.001 - [INFO] - [Epoch 408]: Training Loss: 0.0011143, Valid MRR: 0.32657, + + + +2023-06-22 02:12:07,535 - yago11k_both_0.001 - [INFO] - [E:409| 0]: Train Loss:0.0010973, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:13:10,278 - yago11k_both_0.001 - [INFO] - [E:409| 100]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:14:13,010 - yago11k_both_0.001 - [INFO] - [E:409| 200]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:15:15,732 - yago11k_both_0.001 - [INFO] - [E:409| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:16:18,472 - yago11k_both_0.001 - [INFO] - [E:409| 400]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:17:21,355 - yago11k_both_0.001 - [INFO] - [E:409| 500]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:18:23,846 - yago11k_both_0.001 - [INFO] - [E:409| 600]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:18:23,847 - yago11k_both_0.001 - [INFO] - [Epoch:409]: Training Loss:0.001114 + +2023-06-22 02:18:24,062 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:18:36,093 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:18:47,958 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.41081, Head : 0.23034, Avg : 0.32057 + MR: Tail : 895.93, Head : 1240.6, Avg : 1068.3 + Hit-1: Tail : 0.32801, Head : 0.19005, Avg : 0.25903 + Hit-3: Tail : 0.45068, Head : 0.2259, Avg : 0.33829 + Hit-10: Tail : 0.57585, Head : 0.3155, Avg : 0.44568 +2023-06-22 02:18:47,958 - yago11k_both_0.001 - [INFO] - [Epoch 409]: Training Loss: 0.0011142, Valid MRR: 0.32657, + + + +2023-06-22 02:18:48,596 - yago11k_both_0.001 - [INFO] - [E:410| 0]: Train Loss:0.0011329, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:19:51,534 - yago11k_both_0.001 - [INFO] - [E:410| 100]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:20:54,472 - yago11k_both_0.001 - [INFO] - [E:410| 200]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:21:57,413 - yago11k_both_0.001 - [INFO] - [E:410| 300]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:23:00,364 - yago11k_both_0.001 - [INFO] - [E:410| 400]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:24:03,304 - yago11k_both_0.001 - [INFO] - [E:410| 500]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:25:05,795 - yago11k_both_0.001 - [INFO] - [E:410| 600]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:25:05,796 - yago11k_both_0.001 - [INFO] - [Epoch:410]: Training Loss:0.001114 + +2023-06-22 02:25:06,010 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:25:18,021 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:25:29,870 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.41337, Head : 0.23023, Avg : 0.3218 + +2023-06-22 02:25:29,870 - yago11k_both_0.001 - [INFO] - [Epoch 410]: Training Loss: 0.0011141, Valid MRR: 0.32657, + + + +2023-06-22 02:25:30,506 - yago11k_both_0.001 - [INFO] - [E:411| 0]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:26:33,454 - yago11k_both_0.001 - [INFO] - [E:411| 100]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:27:36,349 - yago11k_both_0.001 - [INFO] - [E:411| 200]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:28:39,231 - yago11k_both_0.001 - [INFO] - [E:411| 300]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:29:42,107 - yago11k_both_0.001 - [INFO] - [E:411| 400]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:30:45,007 - yago11k_both_0.001 - [INFO] - [E:411| 500]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:31:47,408 - yago11k_both_0.001 - [INFO] - [E:411| 600]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:31:47,408 - yago11k_both_0.001 - [INFO] - [Epoch:411]: Training Loss:0.001114 + +2023-06-22 02:31:47,623 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:31:59,628 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:32:11,456 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.40979, Head : 0.23223, Avg : 0.32101 + +2023-06-22 02:32:11,456 - yago11k_both_0.001 - [INFO] - [Epoch 411]: Training Loss: 0.0011142, Valid MRR: 0.32657, + + + +2023-06-22 02:32:12,087 - yago11k_both_0.001 - [INFO] - [E:412| 0]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:33:14,877 - yago11k_both_0.001 - [INFO] - [E:412| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:34:17,663 - yago11k_both_0.001 - [INFO] - [E:412| 200]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:35:20,442 - yago11k_both_0.001 - [INFO] - [E:412| 300]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:36:23,231 - yago11k_both_0.001 - [INFO] - [E:412| 400]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:37:26,009 - yago11k_both_0.001 - [INFO] - [E:412| 500]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:38:28,364 - yago11k_both_0.001 - [INFO] - [E:412| 600]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:38:28,365 - yago11k_both_0.001 - [INFO] - [Epoch:412]: Training Loss:0.001115 + +2023-06-22 02:38:28,579 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:38:40,592 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:38:52,435 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.41065, Head : 0.23301, Avg : 0.32183 + +2023-06-22 02:38:52,435 - yago11k_both_0.001 - [INFO] - [Epoch 412]: Training Loss: 0.0011147, Valid MRR: 0.32657, + + + +2023-06-22 02:38:53,068 - yago11k_both_0.001 - [INFO] - [E:413| 0]: Train Loss:0.0011015, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:39:55,856 - yago11k_both_0.001 - [INFO] - [E:413| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:40:58,662 - yago11k_both_0.001 - [INFO] - [E:413| 200]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:42:01,463 - yago11k_both_0.001 - [INFO] - [E:413| 300]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:43:04,257 - yago11k_both_0.001 - [INFO] - [E:413| 400]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:44:07,026 - yago11k_both_0.001 - [INFO] - [E:413| 500]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:45:09,388 - yago11k_both_0.001 - [INFO] - [E:413| 600]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:45:09,388 - yago11k_both_0.001 - [INFO] - [Epoch:413]: Training Loss:0.001115 + +2023-06-22 02:45:09,604 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:45:21,627 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:45:33,471 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.40661, Head : 0.23231, Avg : 0.31946 + +2023-06-22 02:45:33,471 - yago11k_both_0.001 - [INFO] - [Epoch 413]: Training Loss: 0.0011146, Valid MRR: 0.32657, + + + +2023-06-22 02:45:34,104 - yago11k_both_0.001 - [INFO] - [E:414| 0]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:46:36,949 - yago11k_both_0.001 - [INFO] - [E:414| 100]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:47:39,748 - yago11k_both_0.001 - [INFO] - [E:414| 200]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:48:42,544 - yago11k_both_0.001 - [INFO] - [E:414| 300]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:49:45,344 - yago11k_both_0.001 - [INFO] - [E:414| 400]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:50:48,120 - yago11k_both_0.001 - [INFO] - [E:414| 500]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:51:50,476 - yago11k_both_0.001 - [INFO] - [E:414| 600]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:51:50,476 - yago11k_both_0.001 - [INFO] - [Epoch:414]: Training Loss:0.001114 + +2023-06-22 02:51:50,691 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:52:02,706 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:52:14,549 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.40712, Head : 0.23402, Avg : 0.32057 + +2023-06-22 02:52:14,549 - yago11k_both_0.001 - [INFO] - [Epoch 414]: Training Loss: 0.0011143, Valid MRR: 0.32657, + + + +2023-06-22 02:52:15,180 - yago11k_both_0.001 - [INFO] - [E:415| 0]: Train Loss:0.0011004, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:53:17,996 - yago11k_both_0.001 - [INFO] - [E:415| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:54:20,799 - yago11k_both_0.001 - [INFO] - [E:415| 200]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:55:23,574 - yago11k_both_0.001 - [INFO] - [E:415| 300]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:56:26,363 - yago11k_both_0.001 - [INFO] - [E:415| 400]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:57:29,316 - yago11k_both_0.001 - [INFO] - [E:415| 500]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:58:31,809 - yago11k_both_0.001 - [INFO] - [E:415| 600]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:58:31,809 - yago11k_both_0.001 - [INFO] - [Epoch:415]: Training Loss:0.001114 + +2023-06-22 02:58:32,022 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:58:44,048 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 02:58:55,908 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.41216, Head : 0.23452, Avg : 0.32334 + +2023-06-22 02:58:55,908 - yago11k_both_0.001 - [INFO] - [Epoch 415]: Training Loss: 0.0011137, Valid MRR: 0.32657, + + + +2023-06-22 02:58:56,545 - yago11k_both_0.001 - [INFO] - [E:416| 0]: Train Loss:0.0011381, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 02:59:59,483 - yago11k_both_0.001 - [INFO] - [E:416| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:01:02,426 - yago11k_both_0.001 - [INFO] - [E:416| 200]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:02:05,353 - yago11k_both_0.001 - [INFO] - [E:416| 300]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:03:08,284 - yago11k_both_0.001 - [INFO] - [E:416| 400]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:04:11,228 - yago11k_both_0.001 - [INFO] - [E:416| 500]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:05:13,746 - yago11k_both_0.001 - [INFO] - [E:416| 600]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:05:13,746 - yago11k_both_0.001 - [INFO] - [Epoch:416]: Training Loss:0.001114 + +2023-06-22 03:05:13,960 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:05:25,992 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:05:37,861 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.41222, Head : 0.23521, Avg : 0.32372 + +2023-06-22 03:05:37,861 - yago11k_both_0.001 - [INFO] - [Epoch 416]: Training Loss: 0.001114, Valid MRR: 0.32657, + + + +2023-06-22 03:05:38,496 - yago11k_both_0.001 - [INFO] - [E:417| 0]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:06:41,412 - yago11k_both_0.001 - [INFO] - [E:417| 100]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:07:44,388 - yago11k_both_0.001 - [INFO] - [E:417| 200]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:08:47,329 - yago11k_both_0.001 - [INFO] - [E:417| 300]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:09:50,289 - yago11k_both_0.001 - [INFO] - [E:417| 400]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:10:53,224 - yago11k_both_0.001 - [INFO] - [E:417| 500]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:11:55,729 - yago11k_both_0.001 - [INFO] - [E:417| 600]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:11:55,729 - yago11k_both_0.001 - [INFO] - [Epoch:417]: Training Loss:0.001114 + +2023-06-22 03:11:55,944 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:12:07,990 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:12:19,842 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.41361, Head : 0.23581, Avg : 0.32471 + +2023-06-22 03:12:19,842 - yago11k_both_0.001 - [INFO] - [Epoch 417]: Training Loss: 0.0011138, Valid MRR: 0.32657, + + + +2023-06-22 03:12:20,477 - yago11k_both_0.001 - [INFO] - [E:418| 0]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:13:23,339 - yago11k_both_0.001 - [INFO] - [E:418| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:14:26,201 - yago11k_both_0.001 - [INFO] - [E:418| 200]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:15:29,039 - yago11k_both_0.001 - [INFO] - [E:418| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:16:31,930 - yago11k_both_0.001 - [INFO] - [E:418| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:17:34,903 - yago11k_both_0.001 - [INFO] - [E:418| 500]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:18:37,449 - yago11k_both_0.001 - [INFO] - [E:418| 600]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:18:37,450 - yago11k_both_0.001 - [INFO] - [Epoch:418]: Training Loss:0.001114 + +2023-06-22 03:18:37,664 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:18:49,702 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:19:01,572 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.41322, Head : 0.23486, Avg : 0.32404 + +2023-06-22 03:19:01,572 - yago11k_both_0.001 - [INFO] - [Epoch 418]: Training Loss: 0.0011141, Valid MRR: 0.32657, + + + +2023-06-22 03:19:02,209 - yago11k_both_0.001 - [INFO] - [E:419| 0]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:20:05,101 - yago11k_both_0.001 - [INFO] - [E:419| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:21:08,050 - yago11k_both_0.001 - [INFO] - [E:419| 200]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:22:11,002 - yago11k_both_0.001 - [INFO] - [E:419| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:23:13,974 - yago11k_both_0.001 - [INFO] - [E:419| 400]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:24:16,927 - yago11k_both_0.001 - [INFO] - [E:419| 500]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:25:19,447 - yago11k_both_0.001 - [INFO] - [E:419| 600]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:25:19,447 - yago11k_both_0.001 - [INFO] - [Epoch:419]: Training Loss:0.001114 + +2023-06-22 03:25:19,661 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:25:31,693 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:25:43,562 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.40839, Head : 0.23482, Avg : 0.3216 + MR: Tail : 908.78, Head : 1262.0, Avg : 1085.4 + Hit-1: Tail : 0.3269, Head : 0.19589, Avg : 0.26139 + Hit-3: Tail : 0.44929, Head : 0.23423, Avg : 0.34176 + Hit-10: Tail : 0.5678, Head : 0.31245, Avg : 0.44012 +2023-06-22 03:25:43,562 - yago11k_both_0.001 - [INFO] - [Epoch 419]: Training Loss: 0.0011139, Valid MRR: 0.32657, + + + +2023-06-22 03:25:44,203 - yago11k_both_0.001 - [INFO] - [E:420| 0]: Train Loss:0.0011075, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:26:47,068 - yago11k_both_0.001 - [INFO] - [E:420| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:27:49,893 - yago11k_both_0.001 - [INFO] - [E:420| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:28:52,671 - yago11k_both_0.001 - [INFO] - [E:420| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:29:55,477 - yago11k_both_0.001 - [INFO] - [E:420| 400]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:30:58,349 - yago11k_both_0.001 - [INFO] - [E:420| 500]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:32:00,753 - yago11k_both_0.001 - [INFO] - [E:420| 600]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:32:00,753 - yago11k_both_0.001 - [INFO] - [Epoch:420]: Training Loss:0.001114 + +2023-06-22 03:32:00,968 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:32:12,990 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:32:24,861 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.41283, Head : 0.2301, Avg : 0.32146 + +2023-06-22 03:32:24,861 - yago11k_both_0.001 - [INFO] - [Epoch 420]: Training Loss: 0.001114, Valid MRR: 0.32657, + + + +2023-06-22 03:32:25,497 - yago11k_both_0.001 - [INFO] - [E:421| 0]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:33:28,352 - yago11k_both_0.001 - [INFO] - [E:421| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:34:31,311 - yago11k_both_0.001 - [INFO] - [E:421| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:35:34,123 - yago11k_both_0.001 - [INFO] - [E:421| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:36:36,962 - yago11k_both_0.001 - [INFO] - [E:421| 400]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:37:39,836 - yago11k_both_0.001 - [INFO] - [E:421| 500]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:38:42,329 - yago11k_both_0.001 - [INFO] - [E:421| 600]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:38:42,329 - yago11k_both_0.001 - [INFO] - [Epoch:421]: Training Loss:0.001113 + +2023-06-22 03:38:42,544 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:38:54,574 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:39:06,456 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.40976, Head : 0.23109, Avg : 0.32043 + +2023-06-22 03:39:06,456 - yago11k_both_0.001 - [INFO] - [Epoch 421]: Training Loss: 0.0011133, Valid MRR: 0.32657, + + + +2023-06-22 03:39:07,091 - yago11k_both_0.001 - [INFO] - [E:422| 0]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:40:10,053 - yago11k_both_0.001 - [INFO] - [E:422| 100]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:41:12,993 - yago11k_both_0.001 - [INFO] - [E:422| 200]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:42:15,949 - yago11k_both_0.001 - [INFO] - [E:422| 300]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:43:18,879 - yago11k_both_0.001 - [INFO] - [E:422| 400]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:44:21,872 - yago11k_both_0.001 - [INFO] - [E:422| 500]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:45:24,436 - yago11k_both_0.001 - [INFO] - [E:422| 600]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:45:24,437 - yago11k_both_0.001 - [INFO] - [Epoch:422]: Training Loss:0.001113 + +2023-06-22 03:45:24,651 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:45:36,710 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:45:48,613 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.41416, Head : 0.23166, Avg : 0.32291 + +2023-06-22 03:45:48,613 - yago11k_both_0.001 - [INFO] - [Epoch 422]: Training Loss: 0.0011134, Valid MRR: 0.32657, + + + +2023-06-22 03:45:49,250 - yago11k_both_0.001 - [INFO] - [E:423| 0]: Train Loss:0.0010995, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:46:52,295 - yago11k_both_0.001 - [INFO] - [E:423| 100]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:47:55,319 - yago11k_both_0.001 - [INFO] - [E:423| 200]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:48:58,388 - yago11k_both_0.001 - [INFO] - [E:423| 300]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:50:01,503 - yago11k_both_0.001 - [INFO] - [E:423| 400]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:51:04,588 - yago11k_both_0.001 - [INFO] - [E:423| 500]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:52:07,219 - yago11k_both_0.001 - [INFO] - [E:423| 600]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:52:07,219 - yago11k_both_0.001 - [INFO] - [Epoch:423]: Training Loss:0.001114 + +2023-06-22 03:52:07,433 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:52:19,496 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:52:31,398 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.41455, Head : 0.23031, Avg : 0.32243 + +2023-06-22 03:52:31,398 - yago11k_both_0.001 - [INFO] - [Epoch 423]: Training Loss: 0.0011136, Valid MRR: 0.32657, + + + +2023-06-22 03:52:32,035 - yago11k_both_0.001 - [INFO] - [E:424| 0]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:53:35,124 - yago11k_both_0.001 - [INFO] - [E:424| 100]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:54:38,183 - yago11k_both_0.001 - [INFO] - [E:424| 200]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:55:41,245 - yago11k_both_0.001 - [INFO] - [E:424| 300]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:56:44,336 - yago11k_both_0.001 - [INFO] - [E:424| 400]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:57:47,392 - yago11k_both_0.001 - [INFO] - [E:424| 500]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:58:50,040 - yago11k_both_0.001 - [INFO] - [E:424| 600]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 03:58:50,040 - yago11k_both_0.001 - [INFO] - [Epoch:424]: Training Loss:0.001113 + +2023-06-22 03:58:50,255 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:59:02,325 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 03:59:14,231 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.41492, Head : 0.23063, Avg : 0.32278 + +2023-06-22 03:59:14,231 - yago11k_both_0.001 - [INFO] - [Epoch 424]: Training Loss: 0.0011134, Valid MRR: 0.32657, + + + +2023-06-22 03:59:14,865 - yago11k_both_0.001 - [INFO] - [E:425| 0]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:00:17,942 - yago11k_both_0.001 - [INFO] - [E:425| 100]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:01:21,035 - yago11k_both_0.001 - [INFO] - [E:425| 200]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:02:24,096 - yago11k_both_0.001 - [INFO] - [E:425| 300]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:03:27,212 - yago11k_both_0.001 - [INFO] - [E:425| 400]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:04:30,346 - yago11k_both_0.001 - [INFO] - [E:425| 500]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:05:33,020 - yago11k_both_0.001 - [INFO] - [E:425| 600]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:05:33,021 - yago11k_both_0.001 - [INFO] - [Epoch:425]: Training Loss:0.001114 + +2023-06-22 04:05:33,234 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:05:45,289 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:05:57,199 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.411, Head : 0.2321, Avg : 0.32155 + +2023-06-22 04:05:57,199 - yago11k_both_0.001 - [INFO] - [Epoch 425]: Training Loss: 0.0011141, Valid MRR: 0.32657, + + + +2023-06-22 04:05:57,833 - yago11k_both_0.001 - [INFO] - [E:426| 0]: Train Loss:0.001099, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:07:00,826 - yago11k_both_0.001 - [INFO] - [E:426| 100]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:08:03,810 - yago11k_both_0.001 - [INFO] - [E:426| 200]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:09:06,801 - yago11k_both_0.001 - [INFO] - [E:426| 300]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:10:09,796 - yago11k_both_0.001 - [INFO] - [E:426| 400]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:11:13,086 - yago11k_both_0.001 - [INFO] - [E:426| 500]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:12:15,804 - yago11k_both_0.001 - [INFO] - [E:426| 600]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:12:15,805 - yago11k_both_0.001 - [INFO] - [Epoch:426]: Training Loss:0.001113 + +2023-06-22 04:12:16,019 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:12:28,084 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:12:39,997 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.41264, Head : 0.23149, Avg : 0.32207 + +2023-06-22 04:12:39,997 - yago11k_both_0.001 - [INFO] - [Epoch 426]: Training Loss: 0.0011132, Valid MRR: 0.32657, + + + +2023-06-22 04:12:40,634 - yago11k_both_0.001 - [INFO] - [E:427| 0]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:13:43,705 - yago11k_both_0.001 - [INFO] - [E:427| 100]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:14:46,778 - yago11k_both_0.001 - [INFO] - [E:427| 200]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:15:49,843 - yago11k_both_0.001 - [INFO] - [E:427| 300]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:16:52,936 - yago11k_both_0.001 - [INFO] - [E:427| 400]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:17:55,960 - yago11k_both_0.001 - [INFO] - [E:427| 500]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:18:58,589 - yago11k_both_0.001 - [INFO] - [E:427| 600]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:18:58,589 - yago11k_both_0.001 - [INFO] - [Epoch:427]: Training Loss:0.001113 + +2023-06-22 04:18:58,804 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:19:10,860 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:19:22,762 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.41132, Head : 0.2312, Avg : 0.32126 + +2023-06-22 04:19:22,762 - yago11k_both_0.001 - [INFO] - [Epoch 427]: Training Loss: 0.0011132, Valid MRR: 0.32657, + + + +2023-06-22 04:19:23,402 - yago11k_both_0.001 - [INFO] - [E:428| 0]: Train Loss:0.0010913, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:20:26,413 - yago11k_both_0.001 - [INFO] - [E:428| 100]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:21:29,396 - yago11k_both_0.001 - [INFO] - [E:428| 200]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:22:32,379 - yago11k_both_0.001 - [INFO] - [E:428| 300]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:23:35,361 - yago11k_both_0.001 - [INFO] - [E:428| 400]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:24:38,354 - yago11k_both_0.001 - [INFO] - [E:428| 500]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:25:40,914 - yago11k_both_0.001 - [INFO] - [E:428| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:25:40,914 - yago11k_both_0.001 - [INFO] - [Epoch:428]: Training Loss:0.001113 + +2023-06-22 04:25:41,128 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:25:53,184 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:26:05,093 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.41131, Head : 0.23305, Avg : 0.32218 + +2023-06-22 04:26:05,094 - yago11k_both_0.001 - [INFO] - [Epoch 428]: Training Loss: 0.0011128, Valid MRR: 0.32657, + + + +2023-06-22 04:26:05,730 - yago11k_both_0.001 - [INFO] - [E:429| 0]: Train Loss:0.0010898, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:27:08,693 - yago11k_both_0.001 - [INFO] - [E:429| 100]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:28:11,675 - yago11k_both_0.001 - [INFO] - [E:429| 200]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:29:14,666 - yago11k_both_0.001 - [INFO] - [E:429| 300]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:30:17,696 - yago11k_both_0.001 - [INFO] - [E:429| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:31:20,742 - yago11k_both_0.001 - [INFO] - [E:429| 500]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:32:23,366 - yago11k_both_0.001 - [INFO] - [E:429| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:32:23,366 - yago11k_both_0.001 - [INFO] - [Epoch:429]: Training Loss:0.001113 + +2023-06-22 04:32:23,581 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:32:35,640 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:32:47,547 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.41019, Head : 0.23239, Avg : 0.32129 + MR: Tail : 909.34, Head : 1257.1, Avg : 1083.2 + Hit-1: Tail : 0.32759, Head : 0.19228, Avg : 0.25993 + Hit-3: Tail : 0.44735, Head : 0.23076, Avg : 0.33905 + Hit-10: Tail : 0.57488, Head : 0.308, Avg : 0.44144 +2023-06-22 04:32:47,548 - yago11k_both_0.001 - [INFO] - [Epoch 429]: Training Loss: 0.0011128, Valid MRR: 0.32657, + + + +2023-06-22 04:32:48,185 - yago11k_both_0.001 - [INFO] - [E:430| 0]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:33:51,185 - yago11k_both_0.001 - [INFO] - [E:430| 100]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:34:54,173 - yago11k_both_0.001 - [INFO] - [E:430| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:35:57,166 - yago11k_both_0.001 - [INFO] - [E:430| 300]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:37:00,162 - yago11k_both_0.001 - [INFO] - [E:430| 400]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:38:03,145 - yago11k_both_0.001 - [INFO] - [E:430| 500]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:39:05,701 - yago11k_both_0.001 - [INFO] - [E:430| 600]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:39:05,701 - yago11k_both_0.001 - [INFO] - [Epoch:430]: Training Loss:0.001113 + +2023-06-22 04:39:05,915 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:39:17,971 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:39:29,865 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.41135, Head : 0.23163, Avg : 0.32149 + +2023-06-22 04:39:29,865 - yago11k_both_0.001 - [INFO] - [Epoch 430]: Training Loss: 0.0011133, Valid MRR: 0.32657, + + + +2023-06-22 04:39:30,498 - yago11k_both_0.001 - [INFO] - [E:431| 0]: Train Loss:0.001098, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:40:33,492 - yago11k_both_0.001 - [INFO] - [E:431| 100]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:41:36,467 - yago11k_both_0.001 - [INFO] - [E:431| 200]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:42:39,495 - yago11k_both_0.001 - [INFO] - [E:431| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:43:42,772 - yago11k_both_0.001 - [INFO] - [E:431| 400]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:44:46,037 - yago11k_both_0.001 - [INFO] - [E:431| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:45:48,624 - yago11k_both_0.001 - [INFO] - [E:431| 600]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:45:48,624 - yago11k_both_0.001 - [INFO] - [Epoch:431]: Training Loss:0.001113 + +2023-06-22 04:45:48,840 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:46:00,893 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:46:12,801 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.40887, Head : 0.23137, Avg : 0.32012 + +2023-06-22 04:46:12,801 - yago11k_both_0.001 - [INFO] - [Epoch 431]: Training Loss: 0.0011129, Valid MRR: 0.32657, + + + +2023-06-22 04:46:13,436 - yago11k_both_0.001 - [INFO] - [E:432| 0]: Train Loss:0.001124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:47:16,457 - yago11k_both_0.001 - [INFO] - [E:432| 100]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:48:19,440 - yago11k_both_0.001 - [INFO] - [E:432| 200]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:49:22,430 - yago11k_both_0.001 - [INFO] - [E:432| 300]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:50:25,414 - yago11k_both_0.001 - [INFO] - [E:432| 400]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:51:28,404 - yago11k_both_0.001 - [INFO] - [E:432| 500]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:52:30,962 - yago11k_both_0.001 - [INFO] - [E:432| 600]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:52:30,962 - yago11k_both_0.001 - [INFO] - [Epoch:432]: Training Loss:0.001113 + +2023-06-22 04:52:31,178 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:52:43,220 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:52:55,119 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.40742, Head : 0.23133, Avg : 0.31938 + +2023-06-22 04:52:55,119 - yago11k_both_0.001 - [INFO] - [Epoch 432]: Training Loss: 0.001113, Valid MRR: 0.32657, + + + +2023-06-22 04:52:55,758 - yago11k_both_0.001 - [INFO] - [E:433| 0]: Train Loss:0.0011042, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:53:58,737 - yago11k_both_0.001 - [INFO] - [E:433| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:55:01,731 - yago11k_both_0.001 - [INFO] - [E:433| 200]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:56:04,796 - yago11k_both_0.001 - [INFO] - [E:433| 300]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:57:07,938 - yago11k_both_0.001 - [INFO] - [E:433| 400]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:58:11,112 - yago11k_both_0.001 - [INFO] - [E:433| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:59:13,785 - yago11k_both_0.001 - [INFO] - [E:433| 600]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 04:59:13,785 - yago11k_both_0.001 - [INFO] - [Epoch:433]: Training Loss:0.001113 + +2023-06-22 04:59:14,001 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:59:26,067 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 04:59:37,984 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.41339, Head : 0.23524, Avg : 0.32432 + +2023-06-22 04:59:37,984 - yago11k_both_0.001 - [INFO] - [Epoch 433]: Training Loss: 0.001113, Valid MRR: 0.32657, + + + +2023-06-22 04:59:38,626 - yago11k_both_0.001 - [INFO] - [E:434| 0]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:00:41,696 - yago11k_both_0.001 - [INFO] - [E:434| 100]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:01:44,782 - yago11k_both_0.001 - [INFO] - [E:434| 200]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:02:47,861 - yago11k_both_0.001 - [INFO] - [E:434| 300]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:03:50,940 - yago11k_both_0.001 - [INFO] - [E:434| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:04:54,030 - yago11k_both_0.001 - [INFO] - [E:434| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:05:56,685 - yago11k_both_0.001 - [INFO] - [E:434| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:05:56,685 - yago11k_both_0.001 - [INFO] - [Epoch:434]: Training Loss:0.001113 + +2023-06-22 05:05:56,900 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:06:08,957 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:06:20,866 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.40985, Head : 0.23355, Avg : 0.3217 + +2023-06-22 05:06:20,866 - yago11k_both_0.001 - [INFO] - [Epoch 434]: Training Loss: 0.0011128, Valid MRR: 0.32657, + + + +2023-06-22 05:06:21,502 - yago11k_both_0.001 - [INFO] - [E:435| 0]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:07:24,608 - yago11k_both_0.001 - [INFO] - [E:435| 100]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:08:27,725 - yago11k_both_0.001 - [INFO] - [E:435| 200]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:09:30,883 - yago11k_both_0.001 - [INFO] - [E:435| 300]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:10:34,042 - yago11k_both_0.001 - [INFO] - [E:435| 400]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:11:37,158 - yago11k_both_0.001 - [INFO] - [E:435| 500]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:12:39,849 - yago11k_both_0.001 - [INFO] - [E:435| 600]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:12:39,849 - yago11k_both_0.001 - [INFO] - [Epoch:435]: Training Loss:0.001114 + +2023-06-22 05:12:40,064 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:12:52,122 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:13:04,034 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.41165, Head : 0.23066, Avg : 0.32115 + +2023-06-22 05:13:04,034 - yago11k_both_0.001 - [INFO] - [Epoch 435]: Training Loss: 0.0011135, Valid MRR: 0.32657, + + + +2023-06-22 05:13:04,669 - yago11k_both_0.001 - [INFO] - [E:436| 0]: Train Loss:0.0011444, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:14:07,729 - yago11k_both_0.001 - [INFO] - [E:436| 100]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:15:10,785 - yago11k_both_0.001 - [INFO] - [E:436| 200]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:16:13,874 - yago11k_both_0.001 - [INFO] - [E:436| 300]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:17:16,942 - yago11k_both_0.001 - [INFO] - [E:436| 400]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:18:20,006 - yago11k_both_0.001 - [INFO] - [E:436| 500]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:19:22,637 - yago11k_both_0.001 - [INFO] - [E:436| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:19:22,637 - yago11k_both_0.001 - [INFO] - [Epoch:436]: Training Loss:0.001113 + +2023-06-22 05:19:22,853 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:19:34,917 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:19:46,831 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.41469, Head : 0.23211, Avg : 0.3234 + +2023-06-22 05:19:46,831 - yago11k_both_0.001 - [INFO] - [Epoch 436]: Training Loss: 0.0011127, Valid MRR: 0.32657, + + + +2023-06-22 05:19:47,471 - yago11k_both_0.001 - [INFO] - [E:437| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:20:50,589 - yago11k_both_0.001 - [INFO] - [E:437| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:21:53,759 - yago11k_both_0.001 - [INFO] - [E:437| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:22:56,942 - yago11k_both_0.001 - [INFO] - [E:437| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:23:59,965 - yago11k_both_0.001 - [INFO] - [E:437| 400]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:25:02,965 - yago11k_both_0.001 - [INFO] - [E:437| 500]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:26:05,525 - yago11k_both_0.001 - [INFO] - [E:437| 600]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:26:05,525 - yago11k_both_0.001 - [INFO] - [Epoch:437]: Training Loss:0.001113 + +2023-06-22 05:26:05,739 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:26:17,788 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:26:29,687 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.41089, Head : 0.23083, Avg : 0.32086 + +2023-06-22 05:26:29,687 - yago11k_both_0.001 - [INFO] - [Epoch 437]: Training Loss: 0.0011126, Valid MRR: 0.32657, + + + +2023-06-22 05:26:30,321 - yago11k_both_0.001 - [INFO] - [E:438| 0]: Train Loss:0.0010975, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:27:33,299 - yago11k_both_0.001 - [INFO] - [E:438| 100]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:28:36,296 - yago11k_both_0.001 - [INFO] - [E:438| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:29:39,292 - yago11k_both_0.001 - [INFO] - [E:438| 300]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:30:42,261 - yago11k_both_0.001 - [INFO] - [E:438| 400]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:31:45,246 - yago11k_both_0.001 - [INFO] - [E:438| 500]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:32:47,804 - yago11k_both_0.001 - [INFO] - [E:438| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:32:47,805 - yago11k_both_0.001 - [INFO] - [Epoch:438]: Training Loss:0.001113 + +2023-06-22 05:32:48,019 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:33:00,074 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:33:11,986 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.41463, Head : 0.2331, Avg : 0.32386 + +2023-06-22 05:33:11,986 - yago11k_both_0.001 - [INFO] - [Epoch 438]: Training Loss: 0.0011127, Valid MRR: 0.32657, + + + +2023-06-22 05:33:12,622 - yago11k_both_0.001 - [INFO] - [E:439| 0]: Train Loss:0.0010962, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:34:15,629 - yago11k_both_0.001 - [INFO] - [E:439| 100]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:35:18,645 - yago11k_both_0.001 - [INFO] - [E:439| 200]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:36:21,660 - yago11k_both_0.001 - [INFO] - [E:439| 300]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:37:24,670 - yago11k_both_0.001 - [INFO] - [E:439| 400]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:38:27,655 - yago11k_both_0.001 - [INFO] - [E:439| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:39:30,216 - yago11k_both_0.001 - [INFO] - [E:439| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:39:30,216 - yago11k_both_0.001 - [INFO] - [Epoch:439]: Training Loss:0.001113 + +2023-06-22 05:39:30,431 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:39:42,476 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:39:54,381 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.41185, Head : 0.2348, Avg : 0.32332 + MR: Tail : 881.63, Head : 1262.2, Avg : 1071.9 + Hit-1: Tail : 0.33051, Head : 0.19533, Avg : 0.26292 + Hit-3: Tail : 0.45026, Head : 0.23201, Avg : 0.34114 + Hit-10: Tail : 0.57808, Head : 0.31023, Avg : 0.44415 +2023-06-22 05:39:54,381 - yago11k_both_0.001 - [INFO] - [Epoch 439]: Training Loss: 0.0011127, Valid MRR: 0.32657, + + + +2023-06-22 05:39:55,017 - yago11k_both_0.001 - [INFO] - [E:440| 0]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:40:57,989 - yago11k_both_0.001 - [INFO] - [E:440| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:42:00,971 - yago11k_both_0.001 - [INFO] - [E:440| 200]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:43:03,955 - yago11k_both_0.001 - [INFO] - [E:440| 300]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:44:06,944 - yago11k_both_0.001 - [INFO] - [E:440| 400]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:45:09,930 - yago11k_both_0.001 - [INFO] - [E:440| 500]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:46:12,499 - yago11k_both_0.001 - [INFO] - [E:440| 600]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:46:12,499 - yago11k_both_0.001 - [INFO] - [Epoch:440]: Training Loss:0.001113 + +2023-06-22 05:46:12,714 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:46:24,769 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:46:36,673 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.40697, Head : 0.23287, Avg : 0.31992 + +2023-06-22 05:46:36,673 - yago11k_both_0.001 - [INFO] - [Epoch 440]: Training Loss: 0.0011131, Valid MRR: 0.32657, + + + +2023-06-22 05:46:37,313 - yago11k_both_0.001 - [INFO] - [E:441| 0]: Train Loss:0.0010858, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:47:40,329 - yago11k_both_0.001 - [INFO] - [E:441| 100]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:48:43,392 - yago11k_both_0.001 - [INFO] - [E:441| 200]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:49:46,407 - yago11k_both_0.001 - [INFO] - [E:441| 300]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:50:49,410 - yago11k_both_0.001 - [INFO] - [E:441| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:51:52,415 - yago11k_both_0.001 - [INFO] - [E:441| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:52:54,974 - yago11k_both_0.001 - [INFO] - [E:441| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:52:54,974 - yago11k_both_0.001 - [INFO] - [Epoch:441]: Training Loss:0.001113 + +2023-06-22 05:52:55,189 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:53:07,236 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:53:19,132 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.41526, Head : 0.23282, Avg : 0.32404 + +2023-06-22 05:53:19,132 - yago11k_both_0.001 - [INFO] - [Epoch 441]: Training Loss: 0.0011127, Valid MRR: 0.32657, + + + +2023-06-22 05:53:19,769 - yago11k_both_0.001 - [INFO] - [E:442| 0]: Train Loss:0.0010982, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:54:22,754 - yago11k_both_0.001 - [INFO] - [E:442| 100]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:55:25,728 - yago11k_both_0.001 - [INFO] - [E:442| 200]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:56:28,709 - yago11k_both_0.001 - [INFO] - [E:442| 300]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:57:31,715 - yago11k_both_0.001 - [INFO] - [E:442| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:58:34,693 - yago11k_both_0.001 - [INFO] - [E:442| 500]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:59:37,283 - yago11k_both_0.001 - [INFO] - [E:442| 600]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 05:59:37,284 - yago11k_both_0.001 - [INFO] - [Epoch:442]: Training Loss:0.001112 + +2023-06-22 05:59:37,498 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 05:59:49,557 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:00:01,469 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.41157, Head : 0.23237, Avg : 0.32197 + +2023-06-22 06:00:01,469 - yago11k_both_0.001 - [INFO] - [Epoch 442]: Training Loss: 0.0011124, Valid MRR: 0.32657, + + + +2023-06-22 06:00:02,105 - yago11k_both_0.001 - [INFO] - [E:443| 0]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:01:05,140 - yago11k_both_0.001 - [INFO] - [E:443| 100]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:02:08,183 - yago11k_both_0.001 - [INFO] - [E:443| 200]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:03:11,191 - yago11k_both_0.001 - [INFO] - [E:443| 300]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:04:14,200 - yago11k_both_0.001 - [INFO] - [E:443| 400]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:05:17,203 - yago11k_both_0.001 - [INFO] - [E:443| 500]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:06:19,774 - yago11k_both_0.001 - [INFO] - [E:443| 600]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:06:19,774 - yago11k_both_0.001 - [INFO] - [Epoch:443]: Training Loss:0.001112 + +2023-06-22 06:06:19,988 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:06:32,043 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:06:43,947 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.41396, Head : 0.23261, Avg : 0.32329 + +2023-06-22 06:06:43,947 - yago11k_both_0.001 - [INFO] - [Epoch 443]: Training Loss: 0.0011122, Valid MRR: 0.32657, + + + +2023-06-22 06:06:44,582 - yago11k_both_0.001 - [INFO] - [E:444| 0]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:07:47,586 - yago11k_both_0.001 - [INFO] - [E:444| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:08:50,617 - yago11k_both_0.001 - [INFO] - [E:444| 200]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:09:53,620 - yago11k_both_0.001 - [INFO] - [E:444| 300]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:10:56,682 - yago11k_both_0.001 - [INFO] - [E:444| 400]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:11:59,817 - yago11k_both_0.001 - [INFO] - [E:444| 500]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:13:02,506 - yago11k_both_0.001 - [INFO] - [E:444| 600]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:13:02,506 - yago11k_both_0.001 - [INFO] - [Epoch:444]: Training Loss:0.001113 + +2023-06-22 06:13:02,721 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:13:14,797 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:13:26,722 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.41102, Head : 0.2339, Avg : 0.32246 + +2023-06-22 06:13:26,722 - yago11k_both_0.001 - [INFO] - [Epoch 444]: Training Loss: 0.0011131, Valid MRR: 0.32657, + + + +2023-06-22 06:13:27,358 - yago11k_both_0.001 - [INFO] - [E:445| 0]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:14:30,494 - yago11k_both_0.001 - [INFO] - [E:445| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:15:33,644 - yago11k_both_0.001 - [INFO] - [E:445| 200]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:16:36,787 - yago11k_both_0.001 - [INFO] - [E:445| 300]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:17:39,912 - yago11k_both_0.001 - [INFO] - [E:445| 400]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:18:42,938 - yago11k_both_0.001 - [INFO] - [E:445| 500]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:19:45,501 - yago11k_both_0.001 - [INFO] - [E:445| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:19:45,501 - yago11k_both_0.001 - [INFO] - [Epoch:445]: Training Loss:0.001113 + +2023-06-22 06:19:45,716 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:19:57,760 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:20:09,650 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.40896, Head : 0.23078, Avg : 0.31987 + +2023-06-22 06:20:09,650 - yago11k_both_0.001 - [INFO] - [Epoch 445]: Training Loss: 0.0011127, Valid MRR: 0.32657, + + + +2023-06-22 06:20:10,289 - yago11k_both_0.001 - [INFO] - [E:446| 0]: Train Loss:0.0011305, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:21:13,463 - yago11k_both_0.001 - [INFO] - [E:446| 100]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:22:16,540 - yago11k_both_0.001 - [INFO] - [E:446| 200]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:23:19,532 - yago11k_both_0.001 - [INFO] - [E:446| 300]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:24:22,530 - yago11k_both_0.001 - [INFO] - [E:446| 400]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:25:25,636 - yago11k_both_0.001 - [INFO] - [E:446| 500]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:26:28,238 - yago11k_both_0.001 - [INFO] - [E:446| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:26:28,238 - yago11k_both_0.001 - [INFO] - [Epoch:446]: Training Loss:0.001113 + +2023-06-22 06:26:28,454 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:26:40,530 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:26:52,457 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.40443, Head : 0.23297, Avg : 0.3187 + +2023-06-22 06:26:52,457 - yago11k_both_0.001 - [INFO] - [Epoch 446]: Training Loss: 0.0011128, Valid MRR: 0.32657, + + + +2023-06-22 06:26:53,111 - yago11k_both_0.001 - [INFO] - [E:447| 0]: Train Loss:0.0011311, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:27:56,287 - yago11k_both_0.001 - [INFO] - [E:447| 100]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:28:59,415 - yago11k_both_0.001 - [INFO] - [E:447| 200]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:30:02,535 - yago11k_both_0.001 - [INFO] - [E:447| 300]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:31:05,637 - yago11k_both_0.001 - [INFO] - [E:447| 400]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:32:08,680 - yago11k_both_0.001 - [INFO] - [E:447| 500]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:33:11,266 - yago11k_both_0.001 - [INFO] - [E:447| 600]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:33:11,267 - yago11k_both_0.001 - [INFO] - [Epoch:447]: Training Loss:0.001112 + +2023-06-22 06:33:11,481 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:33:23,533 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:33:35,437 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.41047, Head : 0.23241, Avg : 0.32144 + +2023-06-22 06:33:35,437 - yago11k_both_0.001 - [INFO] - [Epoch 447]: Training Loss: 0.0011124, Valid MRR: 0.32657, + + + +2023-06-22 06:33:36,073 - yago11k_both_0.001 - [INFO] - [E:448| 0]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:34:39,086 - yago11k_both_0.001 - [INFO] - [E:448| 100]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:35:42,129 - yago11k_both_0.001 - [INFO] - [E:448| 200]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:36:45,198 - yago11k_both_0.001 - [INFO] - [E:448| 300]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:37:48,978 - yago11k_both_0.001 - [INFO] - [E:448| 400]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:38:53,436 - yago11k_both_0.001 - [INFO] - [E:448| 500]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:39:56,169 - yago11k_both_0.001 - [INFO] - [E:448| 600]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:39:56,169 - yago11k_both_0.001 - [INFO] - [Epoch:448]: Training Loss:0.001112 + +2023-06-22 06:39:56,385 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:40:08,460 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:40:20,378 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.41048, Head : 0.23297, Avg : 0.32173 + +2023-06-22 06:40:20,378 - yago11k_both_0.001 - [INFO] - [Epoch 448]: Training Loss: 0.0011121, Valid MRR: 0.32657, + + + +2023-06-22 06:40:21,013 - yago11k_both_0.001 - [INFO] - [E:449| 0]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:41:24,103 - yago11k_both_0.001 - [INFO] - [E:449| 100]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:42:27,193 - yago11k_both_0.001 - [INFO] - [E:449| 200]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:43:30,320 - yago11k_both_0.001 - [INFO] - [E:449| 300]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:44:33,495 - yago11k_both_0.001 - [INFO] - [E:449| 400]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:45:36,674 - yago11k_both_0.001 - [INFO] - [E:449| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:46:39,359 - yago11k_both_0.001 - [INFO] - [E:449| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:46:39,359 - yago11k_both_0.001 - [INFO] - [Epoch:449]: Training Loss:0.001113 + +2023-06-22 06:46:39,575 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:46:51,643 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:47:03,567 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.41041, Head : 0.23377, Avg : 0.32209 + MR: Tail : 894.24, Head : 1237.8, Avg : 1066.0 + Hit-1: Tail : 0.33065, Head : 0.19589, Avg : 0.26327 + Hit-3: Tail : 0.44776, Head : 0.23006, Avg : 0.33891 + Hit-10: Tail : 0.5696, Head : 0.30133, Avg : 0.43547 +2023-06-22 06:47:03,567 - yago11k_both_0.001 - [INFO] - [Epoch 449]: Training Loss: 0.0011128, Valid MRR: 0.32657, + + + +2023-06-22 06:47:04,205 - yago11k_both_0.001 - [INFO] - [E:450| 0]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:48:07,310 - yago11k_both_0.001 - [INFO] - [E:450| 100]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:49:10,388 - yago11k_both_0.001 - [INFO] - [E:450| 200]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:50:13,495 - yago11k_both_0.001 - [INFO] - [E:450| 300]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:51:16,649 - yago11k_both_0.001 - [INFO] - [E:450| 400]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:52:19,846 - yago11k_both_0.001 - [INFO] - [E:450| 500]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:53:22,587 - yago11k_both_0.001 - [INFO] - [E:450| 600]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:53:22,587 - yago11k_both_0.001 - [INFO] - [Epoch:450]: Training Loss:0.001112 + +2023-06-22 06:53:22,802 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:53:34,870 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 06:53:46,790 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.40969, Head : 0.23093, Avg : 0.32031 + +2023-06-22 06:53:46,790 - yago11k_both_0.001 - [INFO] - [Epoch 450]: Training Loss: 0.0011125, Valid MRR: 0.32657, + + + +2023-06-22 06:53:47,425 - yago11k_both_0.001 - [INFO] - [E:451| 0]: Train Loss:0.0011039, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:54:50,560 - yago11k_both_0.001 - [INFO] - [E:451| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:55:53,704 - yago11k_both_0.001 - [INFO] - [E:451| 200]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:56:56,831 - yago11k_both_0.001 - [INFO] - [E:451| 300]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:58:00,000 - yago11k_both_0.001 - [INFO] - [E:451| 400]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 06:59:03,042 - yago11k_both_0.001 - [INFO] - [E:451| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:00:05,639 - yago11k_both_0.001 - [INFO] - [E:451| 600]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:00:05,640 - yago11k_both_0.001 - [INFO] - [Epoch:451]: Training Loss:0.001113 + +2023-06-22 07:00:05,856 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:00:17,924 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:00:29,855 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.40733, Head : 0.23112, Avg : 0.31922 + +2023-06-22 07:00:29,855 - yago11k_both_0.001 - [INFO] - [Epoch 451]: Training Loss: 0.0011125, Valid MRR: 0.32657, + + + +2023-06-22 07:00:30,489 - yago11k_both_0.001 - [INFO] - [E:452| 0]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:01:33,532 - yago11k_both_0.001 - [INFO] - [E:452| 100]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:02:36,545 - yago11k_both_0.001 - [INFO] - [E:452| 200]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:03:39,625 - yago11k_both_0.001 - [INFO] - [E:452| 300]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:04:42,715 - yago11k_both_0.001 - [INFO] - [E:452| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:05:45,797 - yago11k_both_0.001 - [INFO] - [E:452| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:06:48,537 - yago11k_both_0.001 - [INFO] - [E:452| 600]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:06:48,538 - yago11k_both_0.001 - [INFO] - [Epoch:452]: Training Loss:0.001112 + +2023-06-22 07:06:48,752 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:07:00,826 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:07:12,738 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.41512, Head : 0.2319, Avg : 0.32351 + +2023-06-22 07:07:12,738 - yago11k_both_0.001 - [INFO] - [Epoch 452]: Training Loss: 0.0011125, Valid MRR: 0.32657, + + + +2023-06-22 07:07:13,378 - yago11k_both_0.001 - [INFO] - [E:453| 0]: Train Loss:0.0011015, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:08:16,514 - yago11k_both_0.001 - [INFO] - [E:453| 100]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:09:19,509 - yago11k_both_0.001 - [INFO] - [E:453| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:10:22,515 - yago11k_both_0.001 - [INFO] - [E:453| 300]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:11:25,525 - yago11k_both_0.001 - [INFO] - [E:453| 400]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:12:28,573 - yago11k_both_0.001 - [INFO] - [E:453| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:13:31,176 - yago11k_both_0.001 - [INFO] - [E:453| 600]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:13:31,177 - yago11k_both_0.001 - [INFO] - [Epoch:453]: Training Loss:0.001112 + +2023-06-22 07:13:31,391 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:13:43,445 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:13:55,353 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.41416, Head : 0.23247, Avg : 0.32331 + +2023-06-22 07:13:55,353 - yago11k_both_0.001 - [INFO] - [Epoch 453]: Training Loss: 0.0011122, Valid MRR: 0.32657, + + + +2023-06-22 07:13:55,991 - yago11k_both_0.001 - [INFO] - [E:454| 0]: Train Loss:0.0011281, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:14:59,015 - yago11k_both_0.001 - [INFO] - [E:454| 100]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:16:03,652 - yago11k_both_0.001 - [INFO] - [E:454| 200]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:17:08,075 - yago11k_both_0.001 - [INFO] - [E:454| 300]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:18:12,459 - yago11k_both_0.001 - [INFO] - [E:454| 400]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:19:15,580 - yago11k_both_0.001 - [INFO] - [E:454| 500]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:20:18,217 - yago11k_both_0.001 - [INFO] - [E:454| 600]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:20:18,217 - yago11k_both_0.001 - [INFO] - [Epoch:454]: Training Loss:0.001112 + +2023-06-22 07:20:18,433 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:20:30,492 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:20:42,397 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.41189, Head : 0.23125, Avg : 0.32157 + +2023-06-22 07:20:42,397 - yago11k_both_0.001 - [INFO] - [Epoch 454]: Training Loss: 0.0011119, Valid MRR: 0.32657, + + + +2023-06-22 07:20:43,034 - yago11k_both_0.001 - [INFO] - [E:455| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:21:46,227 - yago11k_both_0.001 - [INFO] - [E:455| 100]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:22:49,385 - yago11k_both_0.001 - [INFO] - [E:455| 200]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:23:52,445 - yago11k_both_0.001 - [INFO] - [E:455| 300]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:24:55,686 - yago11k_both_0.001 - [INFO] - [E:455| 400]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:25:58,763 - yago11k_both_0.001 - [INFO] - [E:455| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:27:01,445 - yago11k_both_0.001 - [INFO] - [E:455| 600]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:27:01,445 - yago11k_both_0.001 - [INFO] - [Epoch:455]: Training Loss:0.001112 + +2023-06-22 07:27:01,661 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:27:13,728 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:27:25,630 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.40448, Head : 0.23631, Avg : 0.32039 + +2023-06-22 07:27:25,630 - yago11k_both_0.001 - [INFO] - [Epoch 455]: Training Loss: 0.0011121, Valid MRR: 0.32657, + + + +2023-06-22 07:27:26,267 - yago11k_both_0.001 - [INFO] - [E:456| 0]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:28:29,424 - yago11k_both_0.001 - [INFO] - [E:456| 100]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:29:32,884 - yago11k_both_0.001 - [INFO] - [E:456| 200]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:30:36,142 - yago11k_both_0.001 - [INFO] - [E:456| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:31:39,595 - yago11k_both_0.001 - [INFO] - [E:456| 400]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:32:42,753 - yago11k_both_0.001 - [INFO] - [E:456| 500]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:33:45,408 - yago11k_both_0.001 - [INFO] - [E:456| 600]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:33:45,408 - yago11k_both_0.001 - [INFO] - [Epoch:456]: Training Loss:0.001112 + +2023-06-22 07:33:45,623 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:33:57,691 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:34:09,597 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.41249, Head : 0.23438, Avg : 0.32343 + +2023-06-22 07:34:09,597 - yago11k_both_0.001 - [INFO] - [Epoch 456]: Training Loss: 0.001112, Valid MRR: 0.32657, + + + +2023-06-22 07:34:10,239 - yago11k_both_0.001 - [INFO] - [E:457| 0]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:35:13,361 - yago11k_both_0.001 - [INFO] - [E:457| 100]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:36:16,559 - yago11k_both_0.001 - [INFO] - [E:457| 200]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:37:19,544 - yago11k_both_0.001 - [INFO] - [E:457| 300]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:38:22,600 - yago11k_both_0.001 - [INFO] - [E:457| 400]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:39:25,658 - yago11k_both_0.001 - [INFO] - [E:457| 500]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:40:28,239 - yago11k_both_0.001 - [INFO] - [E:457| 600]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:40:28,240 - yago11k_both_0.001 - [INFO] - [Epoch:457]: Training Loss:0.001112 + +2023-06-22 07:40:28,454 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:40:40,534 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:40:52,457 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.40989, Head : 0.23245, Avg : 0.32117 + +2023-06-22 07:40:52,457 - yago11k_both_0.001 - [INFO] - [Epoch 457]: Training Loss: 0.0011123, Valid MRR: 0.32657, + + + +2023-06-22 07:40:53,097 - yago11k_both_0.001 - [INFO] - [E:458| 0]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:41:56,224 - yago11k_both_0.001 - [INFO] - [E:458| 100]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:42:59,366 - yago11k_both_0.001 - [INFO] - [E:458| 200]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:44:02,458 - yago11k_both_0.001 - [INFO] - [E:458| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:45:05,719 - yago11k_both_0.001 - [INFO] - [E:458| 400]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:46:08,787 - yago11k_both_0.001 - [INFO] - [E:458| 500]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:47:11,441 - yago11k_both_0.001 - [INFO] - [E:458| 600]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:47:11,441 - yago11k_both_0.001 - [INFO] - [Epoch:458]: Training Loss:0.001112 + +2023-06-22 07:47:11,657 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:47:23,734 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:47:35,661 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.40759, Head : 0.23063, Avg : 0.31911 + +2023-06-22 07:47:35,662 - yago11k_both_0.001 - [INFO] - [Epoch 458]: Training Loss: 0.0011121, Valid MRR: 0.32657, + + + +2023-06-22 07:47:36,301 - yago11k_both_0.001 - [INFO] - [E:459| 0]: Train Loss:0.0011035, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:48:39,431 - yago11k_both_0.001 - [INFO] - [E:459| 100]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:49:42,554 - yago11k_both_0.001 - [INFO] - [E:459| 200]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:50:45,848 - yago11k_both_0.001 - [INFO] - [E:459| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:51:48,922 - yago11k_both_0.001 - [INFO] - [E:459| 400]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:52:52,204 - yago11k_both_0.001 - [INFO] - [E:459| 500]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:53:55,042 - yago11k_both_0.001 - [INFO] - [E:459| 600]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:53:55,043 - yago11k_both_0.001 - [INFO] - [Epoch:459]: Training Loss:0.001112 + +2023-06-22 07:53:55,258 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:54:07,341 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 07:54:19,270 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.41108, Head : 0.23329, Avg : 0.32218 + MR: Tail : 868.22, Head : 1230.7, Avg : 1049.5 + Hit-1: Tail : 0.32912, Head : 0.19394, Avg : 0.26153 + Hit-3: Tail : 0.45151, Head : 0.23076, Avg : 0.34114 + Hit-10: Tail : 0.57266, Head : 0.30897, Avg : 0.44082 +2023-06-22 07:54:19,270 - yago11k_both_0.001 - [INFO] - [Epoch 459]: Training Loss: 0.0011118, Valid MRR: 0.32657, + + + +2023-06-22 07:54:19,910 - yago11k_both_0.001 - [INFO] - [E:460| 0]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:55:23,271 - yago11k_both_0.001 - [INFO] - [E:460| 100]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:56:26,613 - yago11k_both_0.001 - [INFO] - [E:460| 200]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:57:29,858 - yago11k_both_0.001 - [INFO] - [E:460| 300]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:58:33,048 - yago11k_both_0.001 - [INFO] - [E:460| 400]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 07:59:36,186 - yago11k_both_0.001 - [INFO] - [E:460| 500]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:00:38,972 - yago11k_both_0.001 - [INFO] - [E:460| 600]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:00:38,972 - yago11k_both_0.001 - [INFO] - [Epoch:460]: Training Loss:0.001112 + +2023-06-22 08:00:39,187 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:00:51,319 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:01:03,224 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.41034, Head : 0.22996, Avg : 0.32015 + +2023-06-22 08:01:03,225 - yago11k_both_0.001 - [INFO] - [Epoch 460]: Training Loss: 0.0011122, Valid MRR: 0.32657, + + + +2023-06-22 08:01:03,862 - yago11k_both_0.001 - [INFO] - [E:461| 0]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:02:07,101 - yago11k_both_0.001 - [INFO] - [E:461| 100]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:03:10,358 - yago11k_both_0.001 - [INFO] - [E:461| 200]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:04:13,473 - yago11k_both_0.001 - [INFO] - [E:461| 300]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:05:16,557 - yago11k_both_0.001 - [INFO] - [E:461| 400]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:06:19,658 - yago11k_both_0.001 - [INFO] - [E:461| 500]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:07:22,611 - yago11k_both_0.001 - [INFO] - [E:461| 600]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:07:22,611 - yago11k_both_0.001 - [INFO] - [Epoch:461]: Training Loss:0.001111 + +2023-06-22 08:07:22,827 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:07:34,931 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:07:46,869 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.40973, Head : 0.23005, Avg : 0.31989 + +2023-06-22 08:07:46,869 - yago11k_both_0.001 - [INFO] - [Epoch 461]: Training Loss: 0.0011115, Valid MRR: 0.32657, + + + +2023-06-22 08:07:47,521 - yago11k_both_0.001 - [INFO] - [E:462| 0]: Train Loss:0.0011001, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:08:50,823 - yago11k_both_0.001 - [INFO] - [E:462| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:09:54,135 - yago11k_both_0.001 - [INFO] - [E:462| 200]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:10:57,362 - yago11k_both_0.001 - [INFO] - [E:462| 300]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:12:00,446 - yago11k_both_0.001 - [INFO] - [E:462| 400]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:13:03,549 - yago11k_both_0.001 - [INFO] - [E:462| 500]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:14:06,260 - yago11k_both_0.001 - [INFO] - [E:462| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:14:06,261 - yago11k_both_0.001 - [INFO] - [Epoch:462]: Training Loss:0.001112 + +2023-06-22 08:14:06,477 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:14:18,575 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:14:30,506 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.41034, Head : 0.23407, Avg : 0.32221 + +2023-06-22 08:14:30,506 - yago11k_both_0.001 - [INFO] - [Epoch 462]: Training Loss: 0.0011117, Valid MRR: 0.32657, + + + +2023-06-22 08:14:31,144 - yago11k_both_0.001 - [INFO] - [E:463| 0]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:15:34,360 - yago11k_both_0.001 - [INFO] - [E:463| 100]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:16:37,582 - yago11k_both_0.001 - [INFO] - [E:463| 200]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:17:40,775 - yago11k_both_0.001 - [INFO] - [E:463| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:18:43,883 - yago11k_both_0.001 - [INFO] - [E:463| 400]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:19:47,004 - yago11k_both_0.001 - [INFO] - [E:463| 500]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:20:49,904 - yago11k_both_0.001 - [INFO] - [E:463| 600]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:20:49,905 - yago11k_both_0.001 - [INFO] - [Epoch:463]: Training Loss:0.001112 + +2023-06-22 08:20:50,119 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:21:02,215 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:21:14,156 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.41032, Head : 0.23369, Avg : 0.322 + +2023-06-22 08:21:14,156 - yago11k_both_0.001 - [INFO] - [Epoch 463]: Training Loss: 0.0011121, Valid MRR: 0.32657, + + + +2023-06-22 08:21:14,793 - yago11k_both_0.001 - [INFO] - [E:464| 0]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:22:17,969 - yago11k_both_0.001 - [INFO] - [E:464| 100]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:23:21,179 - yago11k_both_0.001 - [INFO] - [E:464| 200]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:24:24,424 - yago11k_both_0.001 - [INFO] - [E:464| 300]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:25:27,680 - yago11k_both_0.001 - [INFO] - [E:464| 400]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:26:30,890 - yago11k_both_0.001 - [INFO] - [E:464| 500]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:27:33,626 - yago11k_both_0.001 - [INFO] - [E:464| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:27:33,626 - yago11k_both_0.001 - [INFO] - [Epoch:464]: Training Loss:0.001112 + +2023-06-22 08:27:33,841 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:27:45,925 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:27:57,845 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.41555, Head : 0.23283, Avg : 0.32419 + +2023-06-22 08:27:57,845 - yago11k_both_0.001 - [INFO] - [Epoch 464]: Training Loss: 0.0011117, Valid MRR: 0.32657, + + + +2023-06-22 08:27:58,499 - yago11k_both_0.001 - [INFO] - [E:465| 0]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:29:01,596 - yago11k_both_0.001 - [INFO] - [E:465| 100]: Train Loss:0.0011088, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:30:04,834 - yago11k_both_0.001 - [INFO] - [E:465| 200]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:31:08,042 - yago11k_both_0.001 - [INFO] - [E:465| 300]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:32:11,182 - yago11k_both_0.001 - [INFO] - [E:465| 400]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:33:14,282 - yago11k_both_0.001 - [INFO] - [E:465| 500]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:34:17,016 - yago11k_both_0.001 - [INFO] - [E:465| 600]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:34:17,016 - yago11k_both_0.001 - [INFO] - [Epoch:465]: Training Loss:0.001112 + +2023-06-22 08:34:17,232 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:34:29,337 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:34:41,274 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.41105, Head : 0.23221, Avg : 0.32163 + +2023-06-22 08:34:41,275 - yago11k_both_0.001 - [INFO] - [Epoch 465]: Training Loss: 0.0011115, Valid MRR: 0.32657, + + + +2023-06-22 08:34:41,912 - yago11k_both_0.001 - [INFO] - [E:466| 0]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:35:45,298 - yago11k_both_0.001 - [INFO] - [E:466| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:36:48,584 - yago11k_both_0.001 - [INFO] - [E:466| 200]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:37:51,760 - yago11k_both_0.001 - [INFO] - [E:466| 300]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:38:54,831 - yago11k_both_0.001 - [INFO] - [E:466| 400]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:39:57,912 - yago11k_both_0.001 - [INFO] - [E:466| 500]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:41:00,597 - yago11k_both_0.001 - [INFO] - [E:466| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:41:00,597 - yago11k_both_0.001 - [INFO] - [Epoch:466]: Training Loss:0.001112 + +2023-06-22 08:41:00,812 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:41:12,890 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:41:24,801 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.41211, Head : 0.23174, Avg : 0.32193 + +2023-06-22 08:41:24,801 - yago11k_both_0.001 - [INFO] - [Epoch 466]: Training Loss: 0.0011117, Valid MRR: 0.32657, + + + +2023-06-22 08:41:25,446 - yago11k_both_0.001 - [INFO] - [E:467| 0]: Train Loss:0.001132, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:42:28,514 - yago11k_both_0.001 - [INFO] - [E:467| 100]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:43:31,590 - yago11k_both_0.001 - [INFO] - [E:467| 200]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:44:34,724 - yago11k_both_0.001 - [INFO] - [E:467| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:45:38,144 - yago11k_both_0.001 - [INFO] - [E:467| 400]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:46:41,546 - yago11k_both_0.001 - [INFO] - [E:467| 500]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:47:44,269 - yago11k_both_0.001 - [INFO] - [E:467| 600]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:47:44,269 - yago11k_both_0.001 - [INFO] - [Epoch:467]: Training Loss:0.001112 + +2023-06-22 08:47:44,485 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:47:56,588 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:48:08,503 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.41372, Head : 0.23041, Avg : 0.32206 + +2023-06-22 08:48:08,503 - yago11k_both_0.001 - [INFO] - [Epoch 467]: Training Loss: 0.0011115, Valid MRR: 0.32657, + + + +2023-06-22 08:48:09,140 - yago11k_both_0.001 - [INFO] - [E:468| 0]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:49:12,432 - yago11k_both_0.001 - [INFO] - [E:468| 100]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:50:15,634 - yago11k_both_0.001 - [INFO] - [E:468| 200]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:51:18,872 - yago11k_both_0.001 - [INFO] - [E:468| 300]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:52:22,095 - yago11k_both_0.001 - [INFO] - [E:468| 400]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:53:25,216 - yago11k_both_0.001 - [INFO] - [E:468| 500]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:54:27,849 - yago11k_both_0.001 - [INFO] - [E:468| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:54:27,849 - yago11k_both_0.001 - [INFO] - [Epoch:468]: Training Loss:0.001112 + +2023-06-22 08:54:28,065 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:54:40,146 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 08:54:52,047 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.40826, Head : 0.22874, Avg : 0.3185 + +2023-06-22 08:54:52,047 - yago11k_both_0.001 - [INFO] - [Epoch 468]: Training Loss: 0.0011117, Valid MRR: 0.32657, + + + +2023-06-22 08:54:52,683 - yago11k_both_0.001 - [INFO] - [E:469| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:55:55,804 - yago11k_both_0.001 - [INFO] - [E:469| 100]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:56:58,902 - yago11k_both_0.001 - [INFO] - [E:469| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:58:02,192 - yago11k_both_0.001 - [INFO] - [E:469| 300]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 08:59:05,438 - yago11k_both_0.001 - [INFO] - [E:469| 400]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:00:08,733 - yago11k_both_0.001 - [INFO] - [E:469| 500]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:01:11,520 - yago11k_both_0.001 - [INFO] - [E:469| 600]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:01:11,521 - yago11k_both_0.001 - [INFO] - [Epoch:469]: Training Loss:0.001112 + +2023-06-22 09:01:11,735 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:01:23,828 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:01:35,748 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.41142, Head : 0.23022, Avg : 0.32082 + MR: Tail : 887.27, Head : 1237.4, Avg : 1062.3 + Hit-1: Tail : 0.3319, Head : 0.19186, Avg : 0.26188 + Hit-3: Tail : 0.4454, Head : 0.22478, Avg : 0.33509 + Hit-10: Tail : 0.57488, Head : 0.3037, Avg : 0.43929 +2023-06-22 09:01:35,749 - yago11k_both_0.001 - [INFO] - [Epoch 469]: Training Loss: 0.0011116, Valid MRR: 0.32657, + + + +2023-06-22 09:01:36,384 - yago11k_both_0.001 - [INFO] - [E:470| 0]: Train Loss:0.0011042, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:02:39,576 - yago11k_both_0.001 - [INFO] - [E:470| 100]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:03:42,874 - yago11k_both_0.001 - [INFO] - [E:470| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:04:46,146 - yago11k_both_0.001 - [INFO] - [E:470| 300]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:05:49,407 - yago11k_both_0.001 - [INFO] - [E:470| 400]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:06:52,623 - yago11k_both_0.001 - [INFO] - [E:470| 500]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:07:55,399 - yago11k_both_0.001 - [INFO] - [E:470| 600]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:07:55,399 - yago11k_both_0.001 - [INFO] - [Epoch:470]: Training Loss:0.001112 + +2023-06-22 09:07:55,614 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:08:07,733 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:08:19,666 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.40928, Head : 0.23137, Avg : 0.32032 + +2023-06-22 09:08:19,666 - yago11k_both_0.001 - [INFO] - [Epoch 470]: Training Loss: 0.0011116, Valid MRR: 0.32657, + + + +2023-06-22 09:08:20,309 - yago11k_both_0.001 - [INFO] - [E:471| 0]: Train Loss:0.0011341, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:09:23,675 - yago11k_both_0.001 - [INFO] - [E:471| 100]: Train Loss:0.0011088, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:10:26,835 - yago11k_both_0.001 - [INFO] - [E:471| 200]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:11:30,066 - yago11k_both_0.001 - [INFO] - [E:471| 300]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:12:33,166 - yago11k_both_0.001 - [INFO] - [E:471| 400]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:13:36,449 - yago11k_both_0.001 - [INFO] - [E:471| 500]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:14:39,128 - yago11k_both_0.001 - [INFO] - [E:471| 600]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:14:39,128 - yago11k_both_0.001 - [INFO] - [Epoch:471]: Training Loss:0.001111 + +2023-06-22 09:14:39,346 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:14:51,430 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:15:03,347 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.41044, Head : 0.23228, Avg : 0.32136 + +2023-06-22 09:15:03,347 - yago11k_both_0.001 - [INFO] - [Epoch 471]: Training Loss: 0.001111, Valid MRR: 0.32657, + + + +2023-06-22 09:15:03,983 - yago11k_both_0.001 - [INFO] - [E:472| 0]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:16:07,005 - yago11k_both_0.001 - [INFO] - [E:472| 100]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:17:10,023 - yago11k_both_0.001 - [INFO] - [E:472| 200]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:18:13,040 - yago11k_both_0.001 - [INFO] - [E:472| 300]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:19:16,037 - yago11k_both_0.001 - [INFO] - [E:472| 400]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:20:19,025 - yago11k_both_0.001 - [INFO] - [E:472| 500]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:21:21,586 - yago11k_both_0.001 - [INFO] - [E:472| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:21:21,586 - yago11k_both_0.001 - [INFO] - [Epoch:472]: Training Loss:0.001112 + +2023-06-22 09:21:21,801 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:21:33,860 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:21:45,748 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.40891, Head : 0.23208, Avg : 0.3205 + +2023-06-22 09:21:45,748 - yago11k_both_0.001 - [INFO] - [Epoch 472]: Training Loss: 0.0011117, Valid MRR: 0.32657, + + + +2023-06-22 09:21:46,382 - yago11k_both_0.001 - [INFO] - [E:473| 0]: Train Loss:0.0011608, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:22:49,365 - yago11k_both_0.001 - [INFO] - [E:473| 100]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:23:52,464 - yago11k_both_0.001 - [INFO] - [E:473| 200]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:24:55,610 - yago11k_both_0.001 - [INFO] - [E:473| 300]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:25:58,839 - yago11k_both_0.001 - [INFO] - [E:473| 400]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:27:02,021 - yago11k_both_0.001 - [INFO] - [E:473| 500]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:28:04,727 - yago11k_both_0.001 - [INFO] - [E:473| 600]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:28:04,728 - yago11k_both_0.001 - [INFO] - [Epoch:473]: Training Loss:0.001111 + +2023-06-22 09:28:04,943 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:28:17,028 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:28:28,940 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.40705, Head : 0.23069, Avg : 0.31887 + +2023-06-22 09:28:28,940 - yago11k_both_0.001 - [INFO] - [Epoch 473]: Training Loss: 0.0011111, Valid MRR: 0.32657, + + + +2023-06-22 09:28:29,583 - yago11k_both_0.001 - [INFO] - [E:474| 0]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:29:32,711 - yago11k_both_0.001 - [INFO] - [E:474| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:30:35,859 - yago11k_both_0.001 - [INFO] - [E:474| 200]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:31:38,960 - yago11k_both_0.001 - [INFO] - [E:474| 300]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:32:42,098 - yago11k_both_0.001 - [INFO] - [E:474| 400]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:33:45,115 - yago11k_both_0.001 - [INFO] - [E:474| 500]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:34:47,775 - yago11k_both_0.001 - [INFO] - [E:474| 600]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:34:47,775 - yago11k_both_0.001 - [INFO] - [Epoch:474]: Training Loss:0.001111 + +2023-06-22 09:34:47,990 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:35:00,055 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:35:11,947 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.40822, Head : 0.23242, Avg : 0.32032 + +2023-06-22 09:35:11,947 - yago11k_both_0.001 - [INFO] - [Epoch 474]: Training Loss: 0.0011114, Valid MRR: 0.32657, + + + +2023-06-22 09:35:12,583 - yago11k_both_0.001 - [INFO] - [E:475| 0]: Train Loss:0.0011054, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:36:15,629 - yago11k_both_0.001 - [INFO] - [E:475| 100]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:37:18,745 - yago11k_both_0.001 - [INFO] - [E:475| 200]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:38:21,925 - yago11k_both_0.001 - [INFO] - [E:475| 300]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:39:25,017 - yago11k_both_0.001 - [INFO] - [E:475| 400]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:40:28,147 - yago11k_both_0.001 - [INFO] - [E:475| 500]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:41:30,845 - yago11k_both_0.001 - [INFO] - [E:475| 600]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:41:30,845 - yago11k_both_0.001 - [INFO] - [Epoch:475]: Training Loss:0.001111 + +2023-06-22 09:41:31,059 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:41:43,117 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:41:55,017 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.40785, Head : 0.23281, Avg : 0.32033 + +2023-06-22 09:41:55,017 - yago11k_both_0.001 - [INFO] - [Epoch 475]: Training Loss: 0.0011111, Valid MRR: 0.32657, + + + +2023-06-22 09:41:55,655 - yago11k_both_0.001 - [INFO] - [E:476| 0]: Train Loss:0.0011359, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:42:58,730 - yago11k_both_0.001 - [INFO] - [E:476| 100]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:44:01,831 - yago11k_both_0.001 - [INFO] - [E:476| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:45:04,968 - yago11k_both_0.001 - [INFO] - [E:476| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:46:08,125 - yago11k_both_0.001 - [INFO] - [E:476| 400]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:47:11,379 - yago11k_both_0.001 - [INFO] - [E:476| 500]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:48:14,136 - yago11k_both_0.001 - [INFO] - [E:476| 600]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:48:14,136 - yago11k_both_0.001 - [INFO] - [Epoch:476]: Training Loss:0.001111 + +2023-06-22 09:48:14,351 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:48:26,443 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:48:38,371 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.40789, Head : 0.23179, Avg : 0.31984 + +2023-06-22 09:48:38,371 - yago11k_both_0.001 - [INFO] - [Epoch 476]: Training Loss: 0.0011108, Valid MRR: 0.32657, + + + +2023-06-22 09:48:39,007 - yago11k_both_0.001 - [INFO] - [E:477| 0]: Train Loss:0.0011376, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:49:42,227 - yago11k_both_0.001 - [INFO] - [E:477| 100]: Train Loss:0.0011084, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:50:45,435 - yago11k_both_0.001 - [INFO] - [E:477| 200]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:51:48,756 - yago11k_both_0.001 - [INFO] - [E:477| 300]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:52:52,121 - yago11k_both_0.001 - [INFO] - [E:477| 400]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:53:55,376 - yago11k_both_0.001 - [INFO] - [E:477| 500]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:54:58,354 - yago11k_both_0.001 - [INFO] - [E:477| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:54:58,355 - yago11k_both_0.001 - [INFO] - [Epoch:477]: Training Loss:0.001112 + +2023-06-22 09:54:58,570 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:55:10,664 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 09:55:22,592 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.40796, Head : 0.23165, Avg : 0.3198 + +2023-06-22 09:55:22,592 - yago11k_both_0.001 - [INFO] - [Epoch 477]: Training Loss: 0.0011117, Valid MRR: 0.32657, + + + +2023-06-22 09:55:23,228 - yago11k_both_0.001 - [INFO] - [E:478| 0]: Train Loss:0.0011033, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:56:26,416 - yago11k_both_0.001 - [INFO] - [E:478| 100]: Train Loss:0.0011096, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:57:29,568 - yago11k_both_0.001 - [INFO] - [E:478| 200]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:58:32,761 - yago11k_both_0.001 - [INFO] - [E:478| 300]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 09:59:35,942 - yago11k_both_0.001 - [INFO] - [E:478| 400]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:00:39,118 - yago11k_both_0.001 - [INFO] - [E:478| 500]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:01:41,874 - yago11k_both_0.001 - [INFO] - [E:478| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:01:41,875 - yago11k_both_0.001 - [INFO] - [Epoch:478]: Training Loss:0.001112 + +2023-06-22 10:01:42,090 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:01:54,178 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:02:06,093 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.40371, Head : 0.23171, Avg : 0.31771 + +2023-06-22 10:02:06,093 - yago11k_both_0.001 - [INFO] - [Epoch 478]: Training Loss: 0.0011117, Valid MRR: 0.32657, + + + +2023-06-22 10:02:06,739 - yago11k_both_0.001 - [INFO] - [E:479| 0]: Train Loss:0.0010869, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:03:09,906 - yago11k_both_0.001 - [INFO] - [E:479| 100]: Train Loss:0.0011079, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:04:13,081 - yago11k_both_0.001 - [INFO] - [E:479| 200]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:05:16,301 - yago11k_both_0.001 - [INFO] - [E:479| 300]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:06:19,503 - yago11k_both_0.001 - [INFO] - [E:479| 400]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:07:22,704 - yago11k_both_0.001 - [INFO] - [E:479| 500]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:08:25,475 - yago11k_both_0.001 - [INFO] - [E:479| 600]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:08:25,475 - yago11k_both_0.001 - [INFO] - [Epoch:479]: Training Loss:0.001111 + +2023-06-22 10:08:25,691 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:08:37,786 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:08:49,708 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.41409, Head : 0.23091, Avg : 0.3225 + MR: Tail : 882.14, Head : 1252.2, Avg : 1067.2 + Hit-1: Tail : 0.33565, Head : 0.19228, Avg : 0.26396 + Hit-3: Tail : 0.44915, Head : 0.22923, Avg : 0.33919 + Hit-10: Tail : 0.57113, Head : 0.29994, Avg : 0.43554 +2023-06-22 10:08:49,708 - yago11k_both_0.001 - [INFO] - [Epoch 479]: Training Loss: 0.001111, Valid MRR: 0.32657, + + + +2023-06-22 10:08:50,344 - yago11k_both_0.001 - [INFO] - [E:480| 0]: Train Loss:0.001093, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:09:53,556 - yago11k_both_0.001 - [INFO] - [E:480| 100]: Train Loss:0.0011069, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:10:56,769 - yago11k_both_0.001 - [INFO] - [E:480| 200]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:11:59,979 - yago11k_both_0.001 - [INFO] - [E:480| 300]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:13:03,183 - yago11k_both_0.001 - [INFO] - [E:480| 400]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:14:06,449 - yago11k_both_0.001 - [INFO] - [E:480| 500]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:15:09,287 - yago11k_both_0.001 - [INFO] - [E:480| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:15:09,288 - yago11k_both_0.001 - [INFO] - [Epoch:480]: Training Loss:0.001111 + +2023-06-22 10:15:09,504 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:15:21,604 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:15:33,529 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.40842, Head : 0.2322, Avg : 0.32031 + +2023-06-22 10:15:33,530 - yago11k_both_0.001 - [INFO] - [Epoch 480]: Training Loss: 0.0011107, Valid MRR: 0.32657, + + + +2023-06-22 10:15:34,165 - yago11k_both_0.001 - [INFO] - [E:481| 0]: Train Loss:0.0011046, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:16:37,443 - yago11k_both_0.001 - [INFO] - [E:481| 100]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:17:40,687 - yago11k_both_0.001 - [INFO] - [E:481| 200]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:18:43,968 - yago11k_both_0.001 - [INFO] - [E:481| 300]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:19:47,213 - yago11k_both_0.001 - [INFO] - [E:481| 400]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:20:50,346 - yago11k_both_0.001 - [INFO] - [E:481| 500]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:21:53,143 - yago11k_both_0.001 - [INFO] - [E:481| 600]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:21:53,144 - yago11k_both_0.001 - [INFO] - [Epoch:481]: Training Loss:0.001111 + +2023-06-22 10:21:53,359 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:22:05,449 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:22:17,374 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.41085, Head : 0.23294, Avg : 0.32189 + +2023-06-22 10:22:17,374 - yago11k_both_0.001 - [INFO] - [Epoch 481]: Training Loss: 0.0011111, Valid MRR: 0.32657, + + + +2023-06-22 10:22:18,014 - yago11k_both_0.001 - [INFO] - [E:482| 0]: Train Loss:0.0010996, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:23:21,243 - yago11k_both_0.001 - [INFO] - [E:482| 100]: Train Loss:0.0011096, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:24:24,466 - yago11k_both_0.001 - [INFO] - [E:482| 200]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:25:27,713 - yago11k_both_0.001 - [INFO] - [E:482| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:26:30,951 - yago11k_both_0.001 - [INFO] - [E:482| 400]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:27:34,165 - yago11k_both_0.001 - [INFO] - [E:482| 500]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:28:36,948 - yago11k_both_0.001 - [INFO] - [E:482| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:28:36,948 - yago11k_both_0.001 - [INFO] - [Epoch:482]: Training Loss:0.001111 + +2023-06-22 10:28:37,164 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:28:49,251 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:29:01,175 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.40966, Head : 0.23222, Avg : 0.32094 + +2023-06-22 10:29:01,175 - yago11k_both_0.001 - [INFO] - [Epoch 482]: Training Loss: 0.0011107, Valid MRR: 0.32657, + + + +2023-06-22 10:29:01,813 - yago11k_both_0.001 - [INFO] - [E:483| 0]: Train Loss:0.0010983, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:30:05,055 - yago11k_both_0.001 - [INFO] - [E:483| 100]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:31:08,288 - yago11k_both_0.001 - [INFO] - [E:483| 200]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:32:11,584 - yago11k_both_0.001 - [INFO] - [E:483| 300]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:33:14,839 - yago11k_both_0.001 - [INFO] - [E:483| 400]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:34:18,100 - yago11k_both_0.001 - [INFO] - [E:483| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:35:20,992 - yago11k_both_0.001 - [INFO] - [E:483| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:35:20,993 - yago11k_both_0.001 - [INFO] - [Epoch:483]: Training Loss:0.001111 + +2023-06-22 10:35:21,208 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:35:33,303 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:35:45,228 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.41301, Head : 0.23209, Avg : 0.32255 + +2023-06-22 10:35:45,229 - yago11k_both_0.001 - [INFO] - [Epoch 483]: Training Loss: 0.0011106, Valid MRR: 0.32657, + + + +2023-06-22 10:35:45,866 - yago11k_both_0.001 - [INFO] - [E:484| 0]: Train Loss:0.0011051, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:36:49,174 - yago11k_both_0.001 - [INFO] - [E:484| 100]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:37:52,359 - yago11k_both_0.001 - [INFO] - [E:484| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:38:55,605 - yago11k_both_0.001 - [INFO] - [E:484| 300]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:39:58,924 - yago11k_both_0.001 - [INFO] - [E:484| 400]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:41:02,051 - yago11k_both_0.001 - [INFO] - [E:484| 500]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:42:04,726 - yago11k_both_0.001 - [INFO] - [E:484| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:42:04,726 - yago11k_both_0.001 - [INFO] - [Epoch:484]: Training Loss:0.001111 + +2023-06-22 10:42:04,941 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:42:17,020 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:42:28,940 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.41404, Head : 0.23121, Avg : 0.32262 + +2023-06-22 10:42:28,940 - yago11k_both_0.001 - [INFO] - [Epoch 484]: Training Loss: 0.0011107, Valid MRR: 0.32657, + + + +2023-06-22 10:42:29,577 - yago11k_both_0.001 - [INFO] - [E:485| 0]: Train Loss:0.0011298, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:43:32,699 - yago11k_both_0.001 - [INFO] - [E:485| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:44:35,812 - yago11k_both_0.001 - [INFO] - [E:485| 200]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:45:38,934 - yago11k_both_0.001 - [INFO] - [E:485| 300]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:46:42,065 - yago11k_both_0.001 - [INFO] - [E:485| 400]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:47:45,184 - yago11k_both_0.001 - [INFO] - [E:485| 500]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:48:47,889 - yago11k_both_0.001 - [INFO] - [E:485| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:48:47,889 - yago11k_both_0.001 - [INFO] - [Epoch:485]: Training Loss:0.001111 + +2023-06-22 10:48:48,105 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:49:00,176 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:49:12,097 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.41076, Head : 0.22908, Avg : 0.31992 + +2023-06-22 10:49:12,097 - yago11k_both_0.001 - [INFO] - [Epoch 485]: Training Loss: 0.0011107, Valid MRR: 0.32657, + + + +2023-06-22 10:49:12,734 - yago11k_both_0.001 - [INFO] - [E:486| 0]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:50:15,867 - yago11k_both_0.001 - [INFO] - [E:486| 100]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:51:19,019 - yago11k_both_0.001 - [INFO] - [E:486| 200]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:52:22,166 - yago11k_both_0.001 - [INFO] - [E:486| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:53:25,302 - yago11k_both_0.001 - [INFO] - [E:486| 400]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:54:28,463 - yago11k_both_0.001 - [INFO] - [E:486| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:55:31,360 - yago11k_both_0.001 - [INFO] - [E:486| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:55:31,360 - yago11k_both_0.001 - [INFO] - [Epoch:486]: Training Loss:0.001111 + +2023-06-22 10:55:31,575 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:55:43,668 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 10:55:55,597 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.40979, Head : 0.23325, Avg : 0.32152 + +2023-06-22 10:55:55,597 - yago11k_both_0.001 - [INFO] - [Epoch 486]: Training Loss: 0.0011106, Valid MRR: 0.32657, + + + +2023-06-22 10:55:56,234 - yago11k_both_0.001 - [INFO] - [E:487| 0]: Train Loss:0.0010928, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:56:59,438 - yago11k_both_0.001 - [INFO] - [E:487| 100]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:58:02,688 - yago11k_both_0.001 - [INFO] - [E:487| 200]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 10:59:05,876 - yago11k_both_0.001 - [INFO] - [E:487| 300]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:00:09,024 - yago11k_both_0.001 - [INFO] - [E:487| 400]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:01:12,315 - yago11k_both_0.001 - [INFO] - [E:487| 500]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:02:15,171 - yago11k_both_0.001 - [INFO] - [E:487| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:02:15,172 - yago11k_both_0.001 - [INFO] - [Epoch:487]: Training Loss:0.001111 + +2023-06-22 11:02:15,387 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:02:27,495 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:02:39,429 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.41242, Head : 0.23221, Avg : 0.32231 + +2023-06-22 11:02:39,429 - yago11k_both_0.001 - [INFO] - [Epoch 487]: Training Loss: 0.0011106, Valid MRR: 0.32657, + + + +2023-06-22 11:02:40,065 - yago11k_both_0.001 - [INFO] - [E:488| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:03:43,365 - yago11k_both_0.001 - [INFO] - [E:488| 100]: Train Loss:0.0011089, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:04:46,579 - yago11k_both_0.001 - [INFO] - [E:488| 200]: Train Loss:0.0011091, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:05:49,884 - yago11k_both_0.001 - [INFO] - [E:488| 300]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:06:53,180 - yago11k_both_0.001 - [INFO] - [E:488| 400]: Train Loss:0.0011101, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:07:56,413 - yago11k_both_0.001 - [INFO] - [E:488| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:08:59,188 - yago11k_both_0.001 - [INFO] - [E:488| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:08:59,188 - yago11k_both_0.001 - [INFO] - [Epoch:488]: Training Loss:0.001111 + +2023-06-22 11:08:59,404 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:09:11,486 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:09:23,399 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.41761, Head : 0.23318, Avg : 0.3254 + +2023-06-22 11:09:23,399 - yago11k_both_0.001 - [INFO] - [Epoch 488]: Training Loss: 0.0011106, Valid MRR: 0.32657, + + + +2023-06-22 11:09:24,038 - yago11k_both_0.001 - [INFO] - [E:489| 0]: Train Loss:0.0011459, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:10:27,263 - yago11k_both_0.001 - [INFO] - [E:489| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:11:30,448 - yago11k_both_0.001 - [INFO] - [E:489| 200]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:12:33,745 - yago11k_both_0.001 - [INFO] - [E:489| 300]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:13:36,994 - yago11k_both_0.001 - [INFO] - [E:489| 400]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:14:40,366 - yago11k_both_0.001 - [INFO] - [E:489| 500]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:15:43,197 - yago11k_both_0.001 - [INFO] - [E:489| 600]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:15:43,197 - yago11k_both_0.001 - [INFO] - [Epoch:489]: Training Loss:0.00111 + +2023-06-22 11:15:43,414 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:15:55,523 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:16:07,451 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.41579, Head : 0.23084, Avg : 0.32332 + MR: Tail : 877.42, Head : 1232.5, Avg : 1055.0 + Hit-1: Tail : 0.33787, Head : 0.19089, Avg : 0.26438 + Hit-3: Tail : 0.44985, Head : 0.2309, Avg : 0.34037 + Hit-10: Tail : 0.5746, Head : 0.30606, Avg : 0.44033 +2023-06-22 11:16:07,451 - yago11k_both_0.001 - [INFO] - [Epoch 489]: Training Loss: 0.0011105, Valid MRR: 0.32657, + + + +2023-06-22 11:16:08,087 - yago11k_both_0.001 - [INFO] - [E:490| 0]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:17:11,377 - yago11k_both_0.001 - [INFO] - [E:490| 100]: Train Loss:0.0011101, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:18:14,709 - yago11k_both_0.001 - [INFO] - [E:490| 200]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:19:17,898 - yago11k_both_0.001 - [INFO] - [E:490| 300]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:20:21,076 - yago11k_both_0.001 - [INFO] - [E:490| 400]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:21:24,284 - yago11k_both_0.001 - [INFO] - [E:490| 500]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:22:27,036 - yago11k_both_0.001 - [INFO] - [E:490| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:22:27,036 - yago11k_both_0.001 - [INFO] - [Epoch:490]: Training Loss:0.001111 + +2023-06-22 11:22:27,250 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:22:39,323 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:22:51,236 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.41153, Head : 0.23098, Avg : 0.32125 + +2023-06-22 11:22:51,236 - yago11k_both_0.001 - [INFO] - [Epoch 490]: Training Loss: 0.0011106, Valid MRR: 0.32657, + + + +2023-06-22 11:22:51,879 - yago11k_both_0.001 - [INFO] - [E:491| 0]: Train Loss:0.0011003, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:23:55,057 - yago11k_both_0.001 - [INFO] - [E:491| 100]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:24:58,228 - yago11k_both_0.001 - [INFO] - [E:491| 200]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:26:01,419 - yago11k_both_0.001 - [INFO] - [E:491| 300]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:27:04,563 - yago11k_both_0.001 - [INFO] - [E:491| 400]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:28:07,745 - yago11k_both_0.001 - [INFO] - [E:491| 500]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:29:10,533 - yago11k_both_0.001 - [INFO] - [E:491| 600]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:29:10,533 - yago11k_both_0.001 - [INFO] - [Epoch:491]: Training Loss:0.001111 + +2023-06-22 11:29:10,748 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:29:22,822 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:29:34,730 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.40671, Head : 0.2317, Avg : 0.31921 + +2023-06-22 11:29:34,730 - yago11k_both_0.001 - [INFO] - [Epoch 491]: Training Loss: 0.0011113, Valid MRR: 0.32657, + + + +2023-06-22 11:29:35,369 - yago11k_both_0.001 - [INFO] - [E:492| 0]: Train Loss:0.0010988, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:30:38,591 - yago11k_both_0.001 - [INFO] - [E:492| 100]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:31:41,829 - yago11k_both_0.001 - [INFO] - [E:492| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:32:45,015 - yago11k_both_0.001 - [INFO] - [E:492| 300]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:33:48,186 - yago11k_both_0.001 - [INFO] - [E:492| 400]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:34:51,438 - yago11k_both_0.001 - [INFO] - [E:492| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:35:54,252 - yago11k_both_0.001 - [INFO] - [E:492| 600]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:35:54,253 - yago11k_both_0.001 - [INFO] - [Epoch:492]: Training Loss:0.001111 + +2023-06-22 11:35:54,468 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:36:06,538 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:36:18,461 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.4111, Head : 0.23292, Avg : 0.32201 + +2023-06-22 11:36:18,461 - yago11k_both_0.001 - [INFO] - [Epoch 492]: Training Loss: 0.0011105, Valid MRR: 0.32657, + + + +2023-06-22 11:36:19,098 - yago11k_both_0.001 - [INFO] - [E:493| 0]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:37:22,372 - yago11k_both_0.001 - [INFO] - [E:493| 100]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:38:25,668 - yago11k_both_0.001 - [INFO] - [E:493| 200]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:39:28,879 - yago11k_both_0.001 - [INFO] - [E:493| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:40:32,084 - yago11k_both_0.001 - [INFO] - [E:493| 400]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:41:35,304 - yago11k_both_0.001 - [INFO] - [E:493| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:42:38,068 - yago11k_both_0.001 - [INFO] - [E:493| 600]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:42:38,068 - yago11k_both_0.001 - [INFO] - [Epoch:493]: Training Loss:0.00111 + +2023-06-22 11:42:38,283 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:42:50,359 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:43:02,274 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.41229, Head : 0.23291, Avg : 0.3226 + +2023-06-22 11:43:02,274 - yago11k_both_0.001 - [INFO] - [Epoch 493]: Training Loss: 0.0011103, Valid MRR: 0.32657, + + + +2023-06-22 11:43:02,917 - yago11k_both_0.001 - [INFO] - [E:494| 0]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:44:06,086 - yago11k_both_0.001 - [INFO] - [E:494| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:45:09,235 - yago11k_both_0.001 - [INFO] - [E:494| 200]: Train Loss:0.0011096, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:46:12,379 - yago11k_both_0.001 - [INFO] - [E:494| 300]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:47:15,683 - yago11k_both_0.001 - [INFO] - [E:494| 400]: Train Loss:0.0011101, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:48:18,939 - yago11k_both_0.001 - [INFO] - [E:494| 500]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:49:21,699 - yago11k_both_0.001 - [INFO] - [E:494| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:49:21,699 - yago11k_both_0.001 - [INFO] - [Epoch:494]: Training Loss:0.001111 + +2023-06-22 11:49:21,914 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:49:33,986 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:49:45,904 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 494 valid]: + MRR: Tail : 0.41164, Head : 0.23085, Avg : 0.32124 + +2023-06-22 11:49:45,904 - yago11k_both_0.001 - [INFO] - [Epoch 494]: Training Loss: 0.0011107, Valid MRR: 0.32657, + + + +2023-06-22 11:49:46,542 - yago11k_both_0.001 - [INFO] - [E:495| 0]: Train Loss:0.0011022, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:50:49,763 - yago11k_both_0.001 - [INFO] - [E:495| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:51:53,001 - yago11k_both_0.001 - [INFO] - [E:495| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:52:56,257 - yago11k_both_0.001 - [INFO] - [E:495| 300]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:53:59,525 - yago11k_both_0.001 - [INFO] - [E:495| 400]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:55:02,778 - yago11k_both_0.001 - [INFO] - [E:495| 500]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:56:05,472 - yago11k_both_0.001 - [INFO] - [E:495| 600]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:56:05,472 - yago11k_both_0.001 - [INFO] - [Epoch:495]: Training Loss:0.00111 + +2023-06-22 11:56:05,687 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:56:17,745 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 11:56:29,647 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 495 valid]: + MRR: Tail : 0.40985, Head : 0.23447, Avg : 0.32216 + +2023-06-22 11:56:29,647 - yago11k_both_0.001 - [INFO] - [Epoch 495]: Training Loss: 0.0011104, Valid MRR: 0.32657, + + + +2023-06-22 11:56:30,285 - yago11k_both_0.001 - [INFO] - [E:496| 0]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:57:33,458 - yago11k_both_0.001 - [INFO] - [E:496| 100]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:58:36,685 - yago11k_both_0.001 - [INFO] - [E:496| 200]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 11:59:39,988 - yago11k_both_0.001 - [INFO] - [E:496| 300]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:00:43,207 - yago11k_both_0.001 - [INFO] - [E:496| 400]: Train Loss:0.0011101, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:01:46,340 - yago11k_both_0.001 - [INFO] - [E:496| 500]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:02:49,074 - yago11k_both_0.001 - [INFO] - [E:496| 600]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:02:49,074 - yago11k_both_0.001 - [INFO] - [Epoch:496]: Training Loss:0.00111 + +2023-06-22 12:02:49,288 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:03:01,361 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:03:13,260 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 496 valid]: + MRR: Tail : 0.40942, Head : 0.23215, Avg : 0.32079 + +2023-06-22 12:03:13,260 - yago11k_both_0.001 - [INFO] - [Epoch 496]: Training Loss: 0.0011104, Valid MRR: 0.32657, + + + +2023-06-22 12:03:13,895 - yago11k_both_0.001 - [INFO] - [E:497| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:04:17,051 - yago11k_both_0.001 - [INFO] - [E:497| 100]: Train Loss:0.0011081, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:05:20,168 - yago11k_both_0.001 - [INFO] - [E:497| 200]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:06:23,300 - yago11k_both_0.001 - [INFO] - [E:497| 300]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:07:26,417 - yago11k_both_0.001 - [INFO] - [E:497| 400]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:08:29,548 - yago11k_both_0.001 - [INFO] - [E:497| 500]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:09:32,247 - yago11k_both_0.001 - [INFO] - [E:497| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:09:32,247 - yago11k_both_0.001 - [INFO] - [Epoch:497]: Training Loss:0.001111 + +2023-06-22 12:09:32,461 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:09:44,525 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:09:56,418 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 497 valid]: + MRR: Tail : 0.41127, Head : 0.2357, Avg : 0.32348 + +2023-06-22 12:09:56,418 - yago11k_both_0.001 - [INFO] - [Epoch 497]: Training Loss: 0.0011107, Valid MRR: 0.32657, + + + +2023-06-22 12:09:57,056 - yago11k_both_0.001 - [INFO] - [E:498| 0]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:11:00,192 - yago11k_both_0.001 - [INFO] - [E:498| 100]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:12:03,332 - yago11k_both_0.001 - [INFO] - [E:498| 200]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:13:06,520 - yago11k_both_0.001 - [INFO] - [E:498| 300]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:14:09,763 - yago11k_both_0.001 - [INFO] - [E:498| 400]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:15:12,995 - yago11k_both_0.001 - [INFO] - [E:498| 500]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:16:15,794 - yago11k_both_0.001 - [INFO] - [E:498| 600]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:16:15,794 - yago11k_both_0.001 - [INFO] - [Epoch:498]: Training Loss:0.00111 + +2023-06-22 12:16:16,008 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:16:28,092 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:16:39,996 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 498 valid]: + MRR: Tail : 0.41017, Head : 0.2335, Avg : 0.32183 + +2023-06-22 12:16:39,996 - yago11k_both_0.001 - [INFO] - [Epoch 498]: Training Loss: 0.0011105, Valid MRR: 0.32657, + + + +2023-06-22 12:16:40,632 - yago11k_both_0.001 - [INFO] - [E:499| 0]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:17:43,747 - yago11k_both_0.001 - [INFO] - [E:499| 100]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:18:46,957 - yago11k_both_0.001 - [INFO] - [E:499| 200]: Train Loss:0.0011087, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:19:50,184 - yago11k_both_0.001 - [INFO] - [E:499| 300]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:20:53,359 - yago11k_both_0.001 - [INFO] - [E:499| 400]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:21:56,561 - yago11k_both_0.001 - [INFO] - [E:499| 500]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:22:59,416 - yago11k_both_0.001 - [INFO] - [E:499| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001 +2023-06-22 12:22:59,417 - yago11k_both_0.001 - [INFO] - [Epoch:499]: Training Loss:0.001111 + +2023-06-22 12:22:59,632 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:23:11,707 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:23:23,617 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 499 valid]: + MRR: Tail : 0.41195, Head : 0.23145, Avg : 0.3217 + MR: Tail : 860.79, Head : 1232.3, Avg : 1046.6 + Hit-1: Tail : 0.3319, Head : 0.19019, Avg : 0.26104 + Hit-3: Tail : 0.44721, Head : 0.23145, Avg : 0.33933 + Hit-10: Tail : 0.57085, Head : 0.30745, Avg : 0.43915 +2023-06-22 12:23:23,617 - yago11k_both_0.001 - [INFO] - [Epoch 499]: Training Loss: 0.0011106, Valid MRR: 0.32657, + + + +2023-06-22 12:23:23,617 - yago11k_both_0.001 - [INFO] - Loading best model, evaluating on test data +2023-06-22 12:23:24,222 - yago11k_both_0.001 - [INFO] - [Test, Tail_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:23:35,816 - yago11k_both_0.001 - [INFO] - [Test, Head_Batch Step 0] yago11k_both_0.001 +2023-06-22 12:23:47,237 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.34623, Head : 0.20326, Avg : 0.27475 + MR: Tail : 1031.0, Head : 1365.3, Avg : 1198.2 + Hit-1: Tail : 0.26125, Head : 0.16283, Avg : 0.21204 + Hit-3: Tail : 0.38544, Head : 0.20133, Avg : 0.29339 + Hit-10: Tail : 0.51541, Head : 0.28658, Avg : 0.401 diff --git a/main.py b/main.py index ddd7f5a..31892b0 100644 --- a/main.py +++ b/main.py @@ -3,6 +3,8 @@ import uuid import argparse import logging import logging.config +import pandas as pd +import sys import torch import numpy as np @@ -82,7 +84,7 @@ class Main(object): self.ent2id = {} for line in open('./data/{}/{}'.format(self.p.dataset, "entities.dict")): - id, ent = map(str.lower, line.strip().split('\t')) + id, ent = map(str.lower, line.replace('\xa0', '').strip().split('\t')) self.ent2id[ent] = int(id) self.rel2id = {} for line in open('./data/{}/{}'.format(self.p.dataset, "relations.dict")): @@ -107,7 +109,7 @@ class Main(object): for split in ['train', 'test', 'valid']: for line in open('./data/{}/{}.txt'.format(self.p.dataset, split)): - sub, rel, obj, *_ = map(str.lower, line.strip().split('\t')) + sub, rel, obj, *_ = map(str.lower, line.replace('\xa0', '').strip().split('\t')) sub, rel, obj = self.ent2id[sub], self.rel2id[rel], self.ent2id[obj] self.data[split].append((sub, rel, obj)) @@ -405,6 +407,13 @@ class Main(object): train_iter = iter( self.data_iter['{}_{}'.format(split, mode.split('_')[0])]) + sub_all = [] + obj_all = [] + rel_all = [] + target_score = [] + target_rank = [] + obj_pred = [] + obj_pred_score = [] for step, batch in enumerate(train_iter): sub, rel, obj, label = self.read_batch(batch, split) pred = self.model.forward(sub, rel, None, 'one_to_n') @@ -412,9 +421,21 @@ class Main(object): target_pred = pred[b_range, obj] pred = torch.where(label.byte(), torch.zeros_like(pred), pred) pred[b_range, obj] = target_pred + + highest = torch.argsort(pred, dim=1, descending=True)[:,0] + highest_score = pred[b_range, highest] + ranks = 1 + torch.argsort(torch.argsort(pred, dim=1, descending=True), dim=1, descending=False)[b_range, obj] + sub_all.extend(sub.cpu().numpy()) + obj_all.extend(obj.cpu().numpy()) + rel_all.extend(rel.cpu().numpy()) + target_score.extend(target_pred.cpu().numpy()) + target_rank.extend(ranks.cpu().numpy()) + obj_pred.extend(highest.cpu().numpy()) + obj_pred_score.extend(highest_score.cpu().numpy()) + ranks = ranks.float() results['count'] = torch.numel( ranks) + results.get('count', 0.0) @@ -429,7 +450,8 @@ class Main(object): if step % 100 == 0: self.logger.info('[{}, {} Step {}]\t{}'.format( split.title(), mode.title(), step, self.p.name)) - + df = pd.DataFrame({"sub":sub_all,"rel":rel_all,"obj":obj_all, "rank": target_rank,"score":target_score, "pred":obj_pred,"pred_score":obj_pred_score}) + df.to_csv(f"{self.p.name}_result.csv",header=True, index=False) return results def run_epoch(self, epoch): @@ -698,6 +720,7 @@ if __name__ == "__main__": model = Main(args, logger) model.fit() except Exception as e: + print(e) try: del model except Exception: diff --git a/run.sh b/run.sh index d8db6f0..ec2384e 100644 --- a/run.sh +++ b/run.sh @@ -40,4 +40,4 @@ ___ nohup python main.py --name ice001 --lr 0.001 --data icews14 --gpu 3 >run_log/0.001.log 2>&1 & ___ nohup python main.py --name iceboth --data icews14_both --gpu 0 >run_log/iceboth.log 2>&1 & -PID: 12416 \ No newline at end of file +PID: 21984 \ No newline at end of file diff --git a/visualization_util.py b/visualization_util.py index f7fa58f..4ff55b2 100644 --- a/visualization_util.py +++ b/visualization_util.py @@ -15,16 +15,29 @@ def extract_learning_curves(args): print(path) learning_curve = [] lines = open(path, 'r').readlines() + last_epoch = -1 + stacked_epoch = -1 max_epoch = -1 for line in lines: matched = re.match(r'[0-9\- :,]*\[INFO\] - \[Epoch ([0-9]+)\].*Valid MRR: ([0-9\.]+).*', line) + # matched = re.match(r'\tMRR: Tail : [0-9\.]+, Head : [0-9\.]+, Avg : ([0-9\.]+)', line) if matched: this_epoch = int(matched.group(1)) if (this_epoch > max_epoch): learning_curve.append(float(matched.group(2))) max_epoch = this_epoch + stacked_epoch = this_epoch + elif (this_epoch < max_epoch and this_epoch > last_epoch): + last_epoch = this_epoch + max_epoch = stacked_epoch + 1 + this_epoch + learning_curve.append(float(matched.group(2))) if max_epoch >= args.num_epochs: break + # if matched: + # max_epoch += 1 + # learning_curve.append(float(matched.group(1))) + # if max_epoch >= args.num_epochs: + # break while len(learning_curve) < args.num_epochs: learning_curve.append(learning_curve[-1]) learning_curves[os.path.basename(path)] = learning_curve @@ -40,7 +53,7 @@ def draw_learning_curves(args, learning_curves): label = name plt.plot(epochs, learning_curves[name], label = label) plt.xlabel("Epochs") - plt.ylabel("MRR") + plt.ylabel("Best Valid MRR") plt.legend(title=args.legend_title) plt.savefig(os.path.join(args.out_path, str(round(datetime.utcnow().timestamp() * 1000)) + '.' + args.fig_filetype)) diff --git a/wikidata12k.log b/wikidata12k.log new file mode 100644 index 0000000..6dc703d --- /dev/null +++ b/wikidata12k.log @@ -0,0 +1,1072 @@ +nohup: ignoring input +2023-05-06 08:41:42,399 - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k', 'gpu': '3', 'train_strategy': 'one_to_x', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +{'batch_size': 128, + 'bias': False, + 'config_dir': './config/', + 'dataset': 'wikidata12k', + 'drop': 0.0, + 'drop_path': 0.0, + 'embed_dim': 400, + 'ent_vec_dim': 400, + 'expansion_factor': 4, + 'expansion_factor_token': 0.5, + 'feat_drop': 0.2, + 'filt_h': 1, + 'filt_w': 9, + 'form': 'plain', + 'gpu': '3', + 'hid_drop': 0.5, + 'image_h': 128, + 'image_w': 128, + 'in_channels': 1, + 'inp_drop': 0.2, + 'k_h': 20, + 'k_w': 10, + 'ker_sz': 9, + 'l2': 0.0, + 'lbl_smooth': 0.1, + 'log_dir': './log/', + 'lr': 0.0001, + 'max_epochs': 500, + 'mixer_depth': 16, + 'mixer_dim': 256, + 'mixer_dropout': 0.2, + 'name': 'wikidata12k', + 'neg_num': 1000, + 'num_filt': 96, + 'num_workers': 0, + 'opt': 'adam', + 'out_channels': 32, + 'patch_size': 8, + 'perm': 1, + 'rel_vec_dim': 400, + 'restore': False, + 'seed': 42, + 'test_only': False, + 'train_strategy': 'one_to_x'} +2023-05-06 08:41:55,608 - [INFO] - [E:0| 0]: Train Loss:0.69843, Val MRR:0.0, wikidata12k +2023-05-06 08:44:00,988 - [INFO] - [E:0| 100]: Train Loss:0.38415, Val MRR:0.0, wikidata12k +2023-05-06 08:46:06,496 - [INFO] - [E:0| 200]: Train Loss:0.25601, Val MRR:0.0, wikidata12k +2023-05-06 08:48:12,376 - [INFO] - [E:0| 300]: Train Loss:0.19192, Val MRR:0.0, wikidata12k +2023-05-06 08:50:03,581 - [INFO] - [E:0| 400]: Train Loss:0.15386, Val MRR:0.0, wikidata12k +2023-05-06 08:52:09,033 - [INFO] - [E:0| 500]: Train Loss:0.1287, Val MRR:0.0, wikidata12k +2023-05-06 08:54:14,636 - [INFO] - [E:0| 600]: Train Loss:0.11084, Val MRR:0.0, wikidata12k +2023-05-06 08:56:19,204 - [INFO] - [E:0| 700]: Train Loss:0.097513, Val MRR:0.0, wikidata12k +2023-05-06 08:58:09,969 - [INFO] - [E:0| 800]: Train Loss:0.087186, Val MRR:0.0, wikidata12k +2023-05-06 09:00:15,685 - [INFO] - [E:0| 900]: Train Loss:0.078949, Val MRR:0.0, wikidata12k +2023-05-06 09:02:21,479 - [INFO] - [E:0| 1000]: Train Loss:0.072226, Val MRR:0.0, wikidata12k +2023-05-06 09:04:27,402 - [INFO] - [E:0| 1100]: Train Loss:0.066637, Val MRR:0.0, wikidata12k +2023-05-06 09:06:20,590 - [INFO] - [E:0| 1200]: Train Loss:0.061915, Val MRR:0.0, wikidata12k +2023-05-06 09:08:25,868 - [INFO] - [E:0| 1300]: Train Loss:0.057877, Val MRR:0.0, wikidata12k +2023-05-06 09:10:31,851 - [INFO] - [E:0| 1400]: Train Loss:0.054381, Val MRR:0.0, wikidata12k +2023-05-06 09:12:38,025 - [INFO] - [E:0| 1500]: Train Loss:0.051327, Val MRR:0.0, wikidata12k +2023-05-06 09:14:42,515 - [INFO] - [E:0| 1600]: Train Loss:0.048637, Val MRR:0.0, wikidata12k +2023-05-06 09:16:35,502 - [INFO] - [E:0| 1700]: Train Loss:0.046249, Val MRR:0.0, wikidata12k +2023-05-06 09:18:41,591 - [INFO] - [E:0| 1800]: Train Loss:0.044114, Val MRR:0.0, wikidata12k +2023-05-06 09:20:46,918 - [INFO] - [E:0| 1900]: Train Loss:0.042196, Val MRR:0.0, wikidata12k +2023-05-06 09:22:52,928 - [INFO] - [E:0| 2000]: Train Loss:0.040462, Val MRR:0.0, wikidata12k +2023-05-06 09:24:44,959 - [INFO] - [E:0| 2100]: Train Loss:0.038887, Val MRR:0.0, wikidata12k +2023-05-06 09:26:50,564 - [INFO] - [E:0| 2200]: Train Loss:0.037452, Val MRR:0.0, wikidata12k +2023-05-06 09:28:55,988 - [INFO] - [E:0| 2300]: Train Loss:0.036137, Val MRR:0.0, wikidata12k +2023-05-06 09:31:01,418 - [INFO] - [E:0| 2400]: Train Loss:0.03493, Val MRR:0.0, wikidata12k +2023-05-06 09:32:53,330 - [INFO] - [E:0| 2500]: Train Loss:0.033815, Val MRR:0.0, wikidata12k +2023-05-06 09:34:59,654 - [INFO] - [E:0| 2600]: Train Loss:0.032784, Val MRR:0.0, wikidata12k +2023-05-06 09:37:05,460 - [INFO] - [E:0| 2700]: Train Loss:0.031827, Val MRR:0.0, wikidata12k +2023-05-06 09:39:11,323 - [INFO] - [E:0| 2800]: Train Loss:0.030937, Val MRR:0.0, wikidata12k +2023-05-06 09:41:02,324 - [INFO] - [E:0| 2900]: Train Loss:0.030106, Val MRR:0.0, wikidata12k +2023-05-06 09:43:07,972 - [INFO] - [E:0| 3000]: Train Loss:0.029329, Val MRR:0.0, wikidata12k +2023-05-06 09:45:11,926 - [INFO] - [E:0| 3100]: Train Loss:0.028601, Val MRR:0.0, wikidata12k +2023-05-06 09:47:04,497 - [INFO] - [E:0| 3200]: Train Loss:0.027918, Val MRR:0.0, wikidata12k +2023-05-06 09:48:53,405 - [INFO] - [E:0| 3300]: Train Loss:0.027274, Val MRR:0.0, wikidata12k +2023-05-06 09:50:55,538 - [INFO] - [E:0| 3400]: Train Loss:0.026666, Val MRR:0.0, wikidata12k +2023-05-06 09:53:02,734 - [INFO] - [E:0| 3500]: Train Loss:0.026092, Val MRR:0.0, wikidata12k +2023-05-06 09:55:08,460 - [INFO] - [E:0| 3600]: Train Loss:0.025549, Val MRR:0.0, wikidata12k +2023-05-06 09:57:14,307 - [INFO] - [E:0| 3700]: Train Loss:0.025033, Val MRR:0.0, wikidata12k +2023-05-06 09:59:04,769 - [INFO] - [E:0| 3800]: Train Loss:0.024543, Val MRR:0.0, wikidata12k +2023-05-06 10:01:10,559 - [INFO] - [E:0| 3900]: Train Loss:0.024077, Val MRR:0.0, wikidata12k +2023-05-06 10:02:02,921 - [INFO] - [Epoch:0]: Training Loss:0.02389 + +2023-05-06 10:02:03,338 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 10:02:41,529 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 10:03:03,389 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 10:03:41,884 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 10:04:03,729 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.17247, Head : 0.01138, Avg : 0.09193 + +2023-05-06 10:04:04,731 - [INFO] - [Epoch 0]: Training Loss: 0.023888, Valid MRR: 0.09193, + + + +2023-05-06 10:04:05,852 - [INFO] - [E:1| 0]: Train Loss:0.0062049, Val MRR:0.09193, wikidata12k +2023-05-06 10:06:06,762 - [INFO] - [E:1| 100]: Train Loss:0.0063195, Val MRR:0.09193, wikidata12k +2023-05-06 10:08:01,287 - [INFO] - [E:1| 200]: Train Loss:0.0062903, Val MRR:0.09193, wikidata12k +2023-05-06 10:10:07,033 - [INFO] - [E:1| 300]: Train Loss:0.0062679, Val MRR:0.09193, wikidata12k +2023-05-06 10:12:12,624 - [INFO] - [E:1| 400]: Train Loss:0.0062467, Val MRR:0.09193, wikidata12k +2023-05-06 10:14:17,128 - [INFO] - [E:1| 500]: Train Loss:0.0062264, Val MRR:0.09193, wikidata12k +2023-05-06 10:16:07,430 - [INFO] - [E:1| 600]: Train Loss:0.0062055, Val MRR:0.09193, wikidata12k +2023-05-06 10:18:12,943 - [INFO] - [E:1| 700]: Train Loss:0.0061881, Val MRR:0.09193, wikidata12k +2023-05-06 10:20:18,884 - [INFO] - [E:1| 800]: Train Loss:0.0061652, Val MRR:0.09193, wikidata12k +2023-05-06 10:22:24,423 - [INFO] - [E:1| 900]: Train Loss:0.0061459, Val MRR:0.09193, wikidata12k +2023-05-06 10:24:16,160 - [INFO] - [E:1| 1000]: Train Loss:0.0061277, Val MRR:0.09193, wikidata12k +2023-05-06 10:26:22,552 - [INFO] - [E:1| 1100]: Train Loss:0.0061055, Val MRR:0.09193, wikidata12k +2023-05-06 10:28:28,389 - [INFO] - [E:1| 1200]: Train Loss:0.0060841, Val MRR:0.09193, wikidata12k +2023-05-06 10:30:34,052 - [INFO] - [E:1| 1300]: Train Loss:0.0060627, Val MRR:0.09193, wikidata12k +2023-05-06 10:32:24,667 - [INFO] - [E:1| 1400]: Train Loss:0.006038, Val MRR:0.09193, wikidata12k +2023-05-06 10:34:30,310 - [INFO] - [E:1| 1500]: Train Loss:0.0060152, Val MRR:0.09193, wikidata12k +2023-05-06 10:36:36,487 - [INFO] - [E:1| 1600]: Train Loss:0.0059926, Val MRR:0.09193, wikidata12k +2023-05-06 10:38:42,194 - [INFO] - [E:1| 1700]: Train Loss:0.0059693, Val MRR:0.09193, wikidata12k +2023-05-06 10:40:41,051 - [INFO] - [E:1| 1800]: Train Loss:0.0059458, Val MRR:0.09193, wikidata12k +2023-05-06 10:42:40,359 - [INFO] - [E:1| 1900]: Train Loss:0.0059242, Val MRR:0.09193, wikidata12k +2023-05-06 10:44:45,748 - [INFO] - [E:1| 2000]: Train Loss:0.005903, Val MRR:0.09193, wikidata12k +2023-05-06 10:46:50,999 - [INFO] - [E:1| 2100]: Train Loss:0.0058796, Val MRR:0.09193, wikidata12k +2023-05-06 10:48:56,241 - [INFO] - [E:1| 2200]: Train Loss:0.0058572, Val MRR:0.09193, wikidata12k +2023-05-06 10:50:47,638 - [INFO] - [E:1| 2300]: Train Loss:0.0058349, Val MRR:0.09193, wikidata12k +2023-05-06 10:52:53,368 - [INFO] - [E:1| 2400]: Train Loss:0.0058123, Val MRR:0.09193, wikidata12k +2023-05-06 10:54:59,234 - [INFO] - [E:1| 2500]: Train Loss:0.0057887, Val MRR:0.09193, wikidata12k +2023-05-06 10:57:05,070 - [INFO] - [E:1| 2600]: Train Loss:0.0057664, Val MRR:0.09193, wikidata12k +2023-05-06 10:58:55,418 - [INFO] - [E:1| 2700]: Train Loss:0.0057436, Val MRR:0.09193, wikidata12k +2023-05-06 11:01:01,236 - [INFO] - [E:1| 2800]: Train Loss:0.0057204, Val MRR:0.09193, wikidata12k +2023-05-06 11:03:06,442 - [INFO] - [E:1| 2900]: Train Loss:0.0056984, Val MRR:0.09193, wikidata12k +2023-05-06 11:05:11,682 - [INFO] - [E:1| 3000]: Train Loss:0.0056751, Val MRR:0.09193, wikidata12k +2023-05-06 11:07:02,884 - [INFO] - [E:1| 3100]: Train Loss:0.0056521, Val MRR:0.09193, wikidata12k +2023-05-06 11:09:08,174 - [INFO] - [E:1| 3200]: Train Loss:0.0056294, Val MRR:0.09193, wikidata12k +2023-05-06 11:11:13,921 - [INFO] - [E:1| 3300]: Train Loss:0.0056056, Val MRR:0.09193, wikidata12k +2023-05-06 11:13:19,522 - [INFO] - [E:1| 3400]: Train Loss:0.0055829, Val MRR:0.09193, wikidata12k +2023-05-06 11:15:14,230 - [INFO] - [E:1| 3500]: Train Loss:0.0055602, Val MRR:0.09193, wikidata12k +2023-05-06 11:17:06,422 - [INFO] - [E:1| 3600]: Train Loss:0.0055376, Val MRR:0.09193, wikidata12k +2023-05-06 11:19:02,633 - [INFO] - [E:1| 3700]: Train Loss:0.0055147, Val MRR:0.09193, wikidata12k +2023-05-06 11:21:08,735 - [INFO] - [E:1| 3800]: Train Loss:0.0054916, Val MRR:0.09193, wikidata12k +2023-05-06 11:23:09,854 - [INFO] - [E:1| 3900]: Train Loss:0.0054684, Val MRR:0.09193, wikidata12k +2023-05-06 11:23:53,083 - [INFO] - [Epoch:1]: Training Loss:0.005459 + +2023-05-06 11:23:53,349 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 11:24:31,701 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 11:24:54,090 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 11:25:32,225 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 11:25:54,199 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.38569, Head : 0.12248, Avg : 0.25408 + +2023-05-06 11:25:55,254 - [INFO] - [Epoch 1]: Training Loss: 0.005459, Valid MRR: 0.25408, + + + +2023-05-06 11:25:56,514 - [INFO] - [E:2| 0]: Train Loss:0.0044401, Val MRR:0.25408, wikidata12k +2023-05-06 11:28:03,155 - [INFO] - [E:2| 100]: Train Loss:0.0044659, Val MRR:0.25408, wikidata12k +2023-05-06 11:30:08,393 - [INFO] - [E:2| 200]: Train Loss:0.0044342, Val MRR:0.25408, wikidata12k +2023-05-06 11:32:01,260 - [INFO] - [E:2| 300]: Train Loss:0.0044133, Val MRR:0.25408, wikidata12k +2023-05-06 11:34:06,010 - [INFO] - [E:2| 400]: Train Loss:0.00439, Val MRR:0.25408, wikidata12k +2023-05-06 11:36:11,864 - [INFO] - [E:2| 500]: Train Loss:0.0043598, Val MRR:0.25408, wikidata12k +2023-05-06 11:38:16,405 - [INFO] - [E:2| 600]: Train Loss:0.0043286, Val MRR:0.25408, wikidata12k +2023-05-06 11:40:21,058 - [INFO] - [E:2| 700]: Train Loss:0.0042981, Val MRR:0.25408, wikidata12k +2023-05-06 11:42:13,124 - [INFO] - [E:2| 800]: Train Loss:0.0042687, Val MRR:0.25408, wikidata12k +2023-05-06 11:44:19,047 - [INFO] - [E:2| 900]: Train Loss:0.0042391, Val MRR:0.25408, wikidata12k +2023-05-06 11:46:24,455 - [INFO] - [E:2| 1000]: Train Loss:0.0042091, Val MRR:0.25408, wikidata12k +2023-05-06 11:48:30,230 - [INFO] - [E:2| 1100]: Train Loss:0.0041778, Val MRR:0.25408, wikidata12k +2023-05-06 11:50:21,953 - [INFO] - [E:2| 1200]: Train Loss:0.004147, Val MRR:0.25408, wikidata12k +2023-05-06 11:52:27,852 - [INFO] - [E:2| 1300]: Train Loss:0.004118, Val MRR:0.25408, wikidata12k +2023-05-06 11:54:33,784 - [INFO] - [E:2| 1400]: Train Loss:0.0040862, Val MRR:0.25408, wikidata12k +2023-05-06 11:56:39,473 - [INFO] - [E:2| 1500]: Train Loss:0.0040563, Val MRR:0.25408, wikidata12k +2023-05-06 11:58:31,096 - [INFO] - [E:2| 1600]: Train Loss:0.0040286, Val MRR:0.25408, wikidata12k +2023-05-06 12:00:36,190 - [INFO] - [E:2| 1700]: Train Loss:0.0040004, Val MRR:0.25408, wikidata12k +2023-05-06 12:02:42,048 - [INFO] - [E:2| 1800]: Train Loss:0.0039716, Val MRR:0.25408, wikidata12k +2023-05-06 12:04:47,538 - [INFO] - [E:2| 1900]: Train Loss:0.0039437, Val MRR:0.25408, wikidata12k +2023-05-06 12:06:39,315 - [INFO] - [E:2| 2000]: Train Loss:0.0039161, Val MRR:0.25408, wikidata12k +2023-05-06 12:08:44,932 - [INFO] - [E:2| 2100]: Train Loss:0.003888, Val MRR:0.25408, wikidata12k +2023-05-06 12:10:50,644 - [INFO] - [E:2| 2200]: Train Loss:0.003862, Val MRR:0.25408, wikidata12k +2023-05-06 12:12:56,450 - [INFO] - [E:2| 2300]: Train Loss:0.0038366, Val MRR:0.25408, wikidata12k +2023-05-06 12:14:55,713 - [INFO] - [E:2| 2400]: Train Loss:0.0038108, Val MRR:0.25408, wikidata12k +2023-05-06 12:16:53,395 - [INFO] - [E:2| 2500]: Train Loss:0.0037852, Val MRR:0.25408, wikidata12k +2023-05-06 12:18:59,077 - [INFO] - [E:2| 2600]: Train Loss:0.0037614, Val MRR:0.25408, wikidata12k +2023-05-06 12:21:04,450 - [INFO] - [E:2| 2700]: Train Loss:0.0037387, Val MRR:0.25408, wikidata12k +2023-05-06 12:23:09,955 - [INFO] - [E:2| 2800]: Train Loss:0.0037152, Val MRR:0.25408, wikidata12k +2023-05-06 12:25:00,372 - [INFO] - [E:2| 2900]: Train Loss:0.0036921, Val MRR:0.25408, wikidata12k +2023-05-06 12:27:04,978 - [INFO] - [E:2| 3000]: Train Loss:0.0036691, Val MRR:0.25408, wikidata12k +2023-05-06 12:29:10,325 - [INFO] - [E:2| 3100]: Train Loss:0.0036472, Val MRR:0.25408, wikidata12k +2023-05-06 12:31:15,886 - [INFO] - [E:2| 3200]: Train Loss:0.0036265, Val MRR:0.25408, wikidata12k +2023-05-06 12:33:07,576 - [INFO] - [E:2| 3300]: Train Loss:0.0036057, Val MRR:0.25408, wikidata12k +2023-05-06 12:35:12,048 - [INFO] - [E:2| 3400]: Train Loss:0.003585, Val MRR:0.25408, wikidata12k +2023-05-06 12:37:18,052 - [INFO] - [E:2| 3500]: Train Loss:0.0035642, Val MRR:0.25408, wikidata12k +2023-05-06 12:39:23,637 - [INFO] - [E:2| 3600]: Train Loss:0.0035449, Val MRR:0.25408, wikidata12k +2023-05-06 12:41:15,530 - [INFO] - [E:2| 3700]: Train Loss:0.0035277, Val MRR:0.25408, wikidata12k +2023-05-06 12:43:21,240 - [INFO] - [E:2| 3800]: Train Loss:0.0035099, Val MRR:0.25408, wikidata12k +2023-05-06 12:45:27,348 - [INFO] - [E:2| 3900]: Train Loss:0.0034922, Val MRR:0.25408, wikidata12k +2023-05-06 12:46:19,636 - [INFO] - [Epoch:2]: Training Loss:0.003485 + +2023-05-06 12:46:19,902 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 12:46:56,963 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 12:47:18,749 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 12:47:55,594 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 12:48:16,904 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.43897, Head : 0.2092, Avg : 0.32409 + +2023-05-06 12:48:18,100 - [INFO] - [Epoch 2]: Training Loss: 0.0034846, Valid MRR: 0.32409, + + + +2023-05-06 12:48:19,114 - [INFO] - [E:3| 0]: Train Loss:0.003084, Val MRR:0.32409, wikidata12k +2023-05-06 12:50:05,368 - [INFO] - [E:3| 100]: Train Loss:0.0027641, Val MRR:0.32409, wikidata12k +2023-05-06 12:52:10,525 - [INFO] - [E:3| 200]: Train Loss:0.0027512, Val MRR:0.32409, wikidata12k +2023-05-06 12:54:16,318 - [INFO] - [E:3| 300]: Train Loss:0.0027487, Val MRR:0.32409, wikidata12k +2023-05-06 12:56:21,521 - [INFO] - [E:3| 400]: Train Loss:0.0027438, Val MRR:0.32409, wikidata12k +2023-05-06 12:58:13,194 - [INFO] - [E:3| 500]: Train Loss:0.0027439, Val MRR:0.32409, wikidata12k +2023-05-06 13:00:18,422 - [INFO] - [E:3| 600]: Train Loss:0.0027372, Val MRR:0.32409, wikidata12k +2023-05-06 13:02:23,963 - [INFO] - [E:3| 700]: Train Loss:0.0027297, Val MRR:0.32409, wikidata12k +2023-05-06 13:04:30,543 - [INFO] - [E:3| 800]: Train Loss:0.0027182, Val MRR:0.32409, wikidata12k +2023-05-06 13:06:23,069 - [INFO] - [E:3| 900]: Train Loss:0.0027104, Val MRR:0.32409, wikidata12k +2023-05-06 13:08:27,801 - [INFO] - [E:3| 1000]: Train Loss:0.0027054, Val MRR:0.32409, wikidata12k +2023-05-06 13:10:33,320 - [INFO] - [E:3| 1100]: Train Loss:0.0026982, Val MRR:0.32409, wikidata12k +2023-05-06 13:12:38,418 - [INFO] - [E:3| 1200]: Train Loss:0.0026888, Val MRR:0.32409, wikidata12k +2023-05-06 13:14:42,787 - [INFO] - [E:3| 1300]: Train Loss:0.0026819, Val MRR:0.32409, wikidata12k +2023-05-06 13:16:35,824 - [INFO] - [E:3| 1400]: Train Loss:0.0026732, Val MRR:0.32409, wikidata12k +2023-05-06 13:18:41,495 - [INFO] - [E:3| 1500]: Train Loss:0.0026656, Val MRR:0.32409, wikidata12k +2023-05-06 13:20:46,863 - [INFO] - [E:3| 1600]: Train Loss:0.0026598, Val MRR:0.32409, wikidata12k +2023-05-06 13:22:52,753 - [INFO] - [E:3| 1700]: Train Loss:0.002655, Val MRR:0.32409, wikidata12k +2023-05-06 13:24:44,420 - [INFO] - [E:3| 1800]: Train Loss:0.0026501, Val MRR:0.32409, wikidata12k +2023-05-06 13:26:50,116 - [INFO] - [E:3| 1900]: Train Loss:0.0026447, Val MRR:0.32409, wikidata12k +2023-05-06 13:28:55,538 - [INFO] - [E:3| 2000]: Train Loss:0.0026383, Val MRR:0.32409, wikidata12k +2023-05-06 13:31:01,057 - [INFO] - [E:3| 2100]: Train Loss:0.0026313, Val MRR:0.32409, wikidata12k +2023-05-06 13:32:52,360 - [INFO] - [E:3| 2200]: Train Loss:0.0026247, Val MRR:0.32409, wikidata12k +2023-05-06 13:34:57,935 - [INFO] - [E:3| 2300]: Train Loss:0.0026191, Val MRR:0.32409, wikidata12k +2023-05-06 13:37:03,445 - [INFO] - [E:3| 2400]: Train Loss:0.0026118, Val MRR:0.32409, wikidata12k +2023-05-06 13:39:09,149 - [INFO] - [E:3| 2500]: Train Loss:0.0026066, Val MRR:0.32409, wikidata12k +2023-05-06 13:40:59,973 - [INFO] - [E:3| 2600]: Train Loss:0.0026002, Val MRR:0.32409, wikidata12k +2023-05-06 13:43:05,649 - [INFO] - [E:3| 2700]: Train Loss:0.0025944, Val MRR:0.32409, wikidata12k +2023-05-06 13:45:11,174 - [INFO] - [E:3| 2800]: Train Loss:0.0025885, Val MRR:0.32409, wikidata12k +2023-05-06 13:47:17,144 - [INFO] - [E:3| 2900]: Train Loss:0.0025828, Val MRR:0.32409, wikidata12k +2023-05-06 13:49:14,377 - [INFO] - [E:3| 3000]: Train Loss:0.0025781, Val MRR:0.32409, wikidata12k +2023-05-06 13:51:14,784 - [INFO] - [E:3| 3100]: Train Loss:0.002573, Val MRR:0.32409, wikidata12k +2023-05-06 13:53:20,551 - [INFO] - [E:3| 3200]: Train Loss:0.0025682, Val MRR:0.32409, wikidata12k +2023-05-06 13:55:26,083 - [INFO] - [E:3| 3300]: Train Loss:0.0025628, Val MRR:0.32409, wikidata12k +2023-05-06 13:57:31,645 - [INFO] - [E:3| 3400]: Train Loss:0.0025565, Val MRR:0.32409, wikidata12k +2023-05-06 13:59:23,603 - [INFO] - [E:3| 3500]: Train Loss:0.0025516, Val MRR:0.32409, wikidata12k +2023-05-06 14:01:29,735 - [INFO] - [E:3| 3600]: Train Loss:0.0025467, Val MRR:0.32409, wikidata12k +2023-05-06 14:03:35,131 - [INFO] - [E:3| 3700]: Train Loss:0.0025418, Val MRR:0.32409, wikidata12k +2023-05-06 14:05:41,183 - [INFO] - [E:3| 3800]: Train Loss:0.0025373, Val MRR:0.32409, wikidata12k +2023-05-06 14:07:32,957 - [INFO] - [E:3| 3900]: Train Loss:0.0025325, Val MRR:0.32409, wikidata12k +2023-05-06 14:08:25,826 - [INFO] - [Epoch:3]: Training Loss:0.002531 + +2023-05-06 14:08:26,351 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 14:09:04,796 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 14:09:27,292 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 14:10:05,840 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 14:10:27,665 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.45995, Head : 0.29954, Avg : 0.37975 + +2023-05-06 14:10:28,990 - [INFO] - [Epoch 3]: Training Loss: 0.0025305, Valid MRR: 0.37975, + + + +2023-05-06 14:10:30,004 - [INFO] - [E:4| 0]: Train Loss:0.0022724, Val MRR:0.37975, wikidata12k +2023-05-06 14:12:35,579 - [INFO] - [E:4| 100]: Train Loss:0.0023295, Val MRR:0.37975, wikidata12k +2023-05-06 14:14:41,436 - [INFO] - [E:4| 200]: Train Loss:0.0023096, Val MRR:0.37975, wikidata12k +2023-05-06 14:16:33,294 - [INFO] - [E:4| 300]: Train Loss:0.0023037, Val MRR:0.37975, wikidata12k +2023-05-06 14:18:28,249 - [INFO] - [E:4| 400]: Train Loss:0.0022967, Val MRR:0.37975, wikidata12k +2023-05-06 14:20:25,819 - [INFO] - [E:4| 500]: Train Loss:0.0022954, Val MRR:0.37975, wikidata12k +2023-05-06 14:22:31,497 - [INFO] - [E:4| 600]: Train Loss:0.0022897, Val MRR:0.37975, wikidata12k +2023-05-06 14:24:21,996 - [INFO] - [E:4| 700]: Train Loss:0.0022871, Val MRR:0.37975, wikidata12k +2023-05-06 14:26:27,528 - [INFO] - [E:4| 800]: Train Loss:0.0022865, Val MRR:0.37975, wikidata12k +2023-05-06 14:28:33,598 - [INFO] - [E:4| 900]: Train Loss:0.0022824, Val MRR:0.37975, wikidata12k +2023-05-06 14:30:39,112 - [INFO] - [E:4| 1000]: Train Loss:0.0022804, Val MRR:0.37975, wikidata12k +2023-05-06 14:32:31,000 - [INFO] - [E:4| 1100]: Train Loss:0.0022816, Val MRR:0.37975, wikidata12k +2023-05-06 14:34:36,735 - [INFO] - [E:4| 1200]: Train Loss:0.0022763, Val MRR:0.37975, wikidata12k +2023-05-06 14:36:42,514 - [INFO] - [E:4| 1300]: Train Loss:0.0022741, Val MRR:0.37975, wikidata12k +2023-05-06 14:38:49,139 - [INFO] - [E:4| 1400]: Train Loss:0.0022712, Val MRR:0.37975, wikidata12k +2023-05-06 14:40:45,844 - [INFO] - [E:4| 1500]: Train Loss:0.0022678, Val MRR:0.37975, wikidata12k +2023-05-06 14:42:46,452 - [INFO] - [E:4| 1600]: Train Loss:0.0022638, Val MRR:0.37975, wikidata12k +2023-05-06 14:44:52,042 - [INFO] - [E:4| 1700]: Train Loss:0.0022596, Val MRR:0.37975, wikidata12k +2023-05-06 14:46:57,004 - [INFO] - [E:4| 1800]: Train Loss:0.002258, Val MRR:0.37975, wikidata12k +2023-05-06 14:49:02,659 - [INFO] - [E:4| 1900]: Train Loss:0.0022545, Val MRR:0.37975, wikidata12k +2023-05-06 14:50:53,943 - [INFO] - [E:4| 2000]: Train Loss:0.0022518, Val MRR:0.37975, wikidata12k +2023-05-06 14:53:00,050 - [INFO] - [E:4| 2100]: Train Loss:0.002249, Val MRR:0.37975, wikidata12k +2023-05-06 14:55:05,445 - [INFO] - [E:4| 2200]: Train Loss:0.0022456, Val MRR:0.37975, wikidata12k +2023-05-06 14:57:11,304 - [INFO] - [E:4| 2300]: Train Loss:0.0022426, Val MRR:0.37975, wikidata12k +2023-05-06 14:59:02,801 - [INFO] - [E:4| 2400]: Train Loss:0.002239, Val MRR:0.37975, wikidata12k +2023-05-06 15:01:08,427 - [INFO] - [E:4| 2500]: Train Loss:0.0022361, Val MRR:0.37975, wikidata12k +2023-05-06 15:03:14,497 - [INFO] - [E:4| 2600]: Train Loss:0.0022336, Val MRR:0.37975, wikidata12k +2023-05-06 15:05:19,918 - [INFO] - [E:4| 2700]: Train Loss:0.0022304, Val MRR:0.37975, wikidata12k +2023-05-06 15:07:11,227 - [INFO] - [E:4| 2800]: Train Loss:0.002228, Val MRR:0.37975, wikidata12k +2023-05-06 15:09:16,614 - [INFO] - [E:4| 2900]: Train Loss:0.0022259, Val MRR:0.37975, wikidata12k +2023-05-06 15:11:21,936 - [INFO] - [E:4| 3000]: Train Loss:0.0022234, Val MRR:0.37975, wikidata12k +2023-05-06 15:13:27,205 - [INFO] - [E:4| 3100]: Train Loss:0.0022209, Val MRR:0.37975, wikidata12k +2023-05-06 15:15:17,210 - [INFO] - [E:4| 3200]: Train Loss:0.0022177, Val MRR:0.37975, wikidata12k +2023-05-06 15:17:23,193 - [INFO] - [E:4| 3300]: Train Loss:0.0022155, Val MRR:0.37975, wikidata12k +2023-05-06 15:19:29,004 - [INFO] - [E:4| 3400]: Train Loss:0.0022135, Val MRR:0.37975, wikidata12k +2023-05-06 15:21:34,824 - [INFO] - [E:4| 3500]: Train Loss:0.0022114, Val MRR:0.37975, wikidata12k +2023-05-06 15:23:34,517 - [INFO] - [E:4| 3600]: Train Loss:0.002209, Val MRR:0.37975, wikidata12k +2023-05-06 15:25:32,916 - [INFO] - [E:4| 3700]: Train Loss:0.0022072, Val MRR:0.37975, wikidata12k +2023-05-06 15:27:38,780 - [INFO] - [E:4| 3800]: Train Loss:0.0022041, Val MRR:0.37975, wikidata12k +2023-05-06 15:29:44,783 - [INFO] - [E:4| 3900]: Train Loss:0.0022015, Val MRR:0.37975, wikidata12k +2023-05-06 15:30:37,291 - [INFO] - [Epoch:4]: Training Loss:0.0022 + +2023-05-06 15:30:37,558 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 15:31:16,079 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 15:31:38,266 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 15:32:15,531 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 15:32:28,048 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.4723, Head : 0.32162, Avg : 0.39696 + +2023-05-06 15:32:31,220 - [INFO] - [Epoch 4]: Training Loss: 0.0022003, Valid MRR: 0.39696, + + + +2023-05-06 15:32:32,012 - [INFO] - [E:5| 0]: Train Loss:0.0017552, Val MRR:0.39696, wikidata12k +2023-05-06 15:34:36,754 - [INFO] - [E:5| 100]: Train Loss:0.0020845, Val MRR:0.39696, wikidata12k +2023-05-06 15:36:42,485 - [INFO] - [E:5| 200]: Train Loss:0.0020805, Val MRR:0.39696, wikidata12k +2023-05-06 15:38:48,370 - [INFO] - [E:5| 300]: Train Loss:0.0020781, Val MRR:0.39696, wikidata12k +2023-05-06 15:40:53,929 - [INFO] - [E:5| 400]: Train Loss:0.0020718, Val MRR:0.39696, wikidata12k +2023-05-06 15:42:45,469 - [INFO] - [E:5| 500]: Train Loss:0.0020684, Val MRR:0.39696, wikidata12k +2023-05-06 15:44:51,350 - [INFO] - [E:5| 600]: Train Loss:0.002067, Val MRR:0.39696, wikidata12k +2023-05-06 15:46:57,310 - [INFO] - [E:5| 700]: Train Loss:0.002064, Val MRR:0.39696, wikidata12k +2023-05-06 15:48:54,796 - [INFO] - [E:5| 800]: Train Loss:0.0020609, Val MRR:0.39696, wikidata12k +2023-05-06 15:50:41,095 - [INFO] - [E:5| 900]: Train Loss:0.0020574, Val MRR:0.39696, wikidata12k +2023-05-06 15:52:47,274 - [INFO] - [E:5| 1000]: Train Loss:0.0020557, Val MRR:0.39696, wikidata12k +2023-05-06 15:54:53,498 - [INFO] - [E:5| 1100]: Train Loss:0.0020556, Val MRR:0.39696, wikidata12k +2023-05-06 15:56:58,862 - [INFO] - [E:5| 1200]: Train Loss:0.002051, Val MRR:0.39696, wikidata12k +2023-05-06 15:58:50,256 - [INFO] - [E:5| 1300]: Train Loss:0.0020485, Val MRR:0.39696, wikidata12k +2023-05-06 16:00:55,701 - [INFO] - [E:5| 1400]: Train Loss:0.0020462, Val MRR:0.39696, wikidata12k +2023-05-06 16:03:00,836 - [INFO] - [E:5| 1500]: Train Loss:0.002044, Val MRR:0.39696, wikidata12k +2023-05-06 16:05:06,342 - [INFO] - [E:5| 1600]: Train Loss:0.0020427, Val MRR:0.39696, wikidata12k +2023-05-06 16:06:58,074 - [INFO] - [E:5| 1700]: Train Loss:0.0020407, Val MRR:0.39696, wikidata12k +2023-05-06 16:09:03,128 - [INFO] - [E:5| 1800]: Train Loss:0.002039, Val MRR:0.39696, wikidata12k +2023-05-06 16:11:08,669 - [INFO] - [E:5| 1900]: Train Loss:0.0020371, Val MRR:0.39696, wikidata12k +2023-05-06 16:13:15,433 - [INFO] - [E:5| 2000]: Train Loss:0.0020348, Val MRR:0.39696, wikidata12k +2023-05-06 16:15:12,259 - [INFO] - [E:5| 2100]: Train Loss:0.0020335, Val MRR:0.39696, wikidata12k +2023-05-06 16:17:11,287 - [INFO] - [E:5| 2200]: Train Loss:0.002033, Val MRR:0.39696, wikidata12k +2023-05-06 16:19:17,481 - [INFO] - [E:5| 2300]: Train Loss:0.0020307, Val MRR:0.39696, wikidata12k +2023-05-06 16:21:23,538 - [INFO] - [E:5| 2400]: Train Loss:0.0020286, Val MRR:0.39696, wikidata12k +2023-05-06 16:23:29,059 - [INFO] - [E:5| 2500]: Train Loss:0.0020258, Val MRR:0.39696, wikidata12k +2023-05-06 16:25:19,324 - [INFO] - [E:5| 2600]: Train Loss:0.002024, Val MRR:0.39696, wikidata12k +2023-05-06 16:27:25,068 - [INFO] - [E:5| 2700]: Train Loss:0.0020218, Val MRR:0.39696, wikidata12k +2023-05-06 16:29:30,445 - [INFO] - [E:5| 2800]: Train Loss:0.0020196, Val MRR:0.39696, wikidata12k +2023-05-06 16:31:36,200 - [INFO] - [E:5| 2900]: Train Loss:0.002017, Val MRR:0.39696, wikidata12k +2023-05-06 16:33:27,952 - [INFO] - [E:5| 3000]: Train Loss:0.0020165, Val MRR:0.39696, wikidata12k +2023-05-06 16:35:33,689 - [INFO] - [E:5| 3100]: Train Loss:0.0020157, Val MRR:0.39696, wikidata12k +2023-05-06 16:37:39,856 - [INFO] - [E:5| 3200]: Train Loss:0.0020136, Val MRR:0.39696, wikidata12k +2023-05-06 16:39:45,760 - [INFO] - [E:5| 3300]: Train Loss:0.0020125, Val MRR:0.39696, wikidata12k +2023-05-06 16:41:39,153 - [INFO] - [E:5| 3400]: Train Loss:0.0020114, Val MRR:0.39696, wikidata12k +2023-05-06 16:43:44,866 - [INFO] - [E:5| 3500]: Train Loss:0.0020094, Val MRR:0.39696, wikidata12k +2023-05-06 16:45:51,160 - [INFO] - [E:5| 3600]: Train Loss:0.0020087, Val MRR:0.39696, wikidata12k +2023-05-06 16:47:57,216 - [INFO] - [E:5| 3700]: Train Loss:0.0020071, Val MRR:0.39696, wikidata12k +2023-05-06 16:49:50,233 - [INFO] - [E:5| 3800]: Train Loss:0.0020055, Val MRR:0.39696, wikidata12k +2023-05-06 16:51:54,293 - [INFO] - [E:5| 3900]: Train Loss:0.0020041, Val MRR:0.39696, wikidata12k +2023-05-06 16:52:46,672 - [INFO] - [Epoch:5]: Training Loss:0.002003 + +2023-05-06 16:52:47,200 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 16:53:25,291 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 16:53:47,123 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 16:54:25,550 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 16:54:47,467 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.46959, Head : 0.3264, Avg : 0.39799 + +2023-05-06 16:54:48,713 - [INFO] - [Epoch 5]: Training Loss: 0.0020031, Valid MRR: 0.39799, + + + +2023-05-06 16:54:50,154 - [INFO] - [E:6| 0]: Train Loss:0.0017254, Val MRR:0.39799, wikidata12k +2023-05-06 16:56:55,707 - [INFO] - [E:6| 100]: Train Loss:0.0019136, Val MRR:0.39799, wikidata12k +2023-05-06 16:58:46,689 - [INFO] - [E:6| 200]: Train Loss:0.0019103, Val MRR:0.39799, wikidata12k +2023-05-06 17:00:53,771 - [INFO] - [E:6| 300]: Train Loss:0.0019186, Val MRR:0.39799, wikidata12k +2023-05-06 17:02:59,099 - [INFO] - [E:6| 400]: Train Loss:0.0019073, Val MRR:0.39799, wikidata12k +2023-05-06 17:05:05,302 - [INFO] - [E:6| 500]: Train Loss:0.0019065, Val MRR:0.39799, wikidata12k +2023-05-06 17:07:03,542 - [INFO] - [E:6| 600]: Train Loss:0.0019066, Val MRR:0.39799, wikidata12k +2023-05-06 17:09:02,276 - [INFO] - [E:6| 700]: Train Loss:0.0019039, Val MRR:0.39799, wikidata12k +2023-05-06 17:11:07,229 - [INFO] - [E:6| 800]: Train Loss:0.001902, Val MRR:0.39799, wikidata12k +2023-05-06 17:13:13,089 - [INFO] - [E:6| 900]: Train Loss:0.0019006, Val MRR:0.39799, wikidata12k +2023-05-06 17:15:18,463 - [INFO] - [E:6| 1000]: Train Loss:0.0019012, Val MRR:0.39799, wikidata12k +2023-05-06 17:17:08,762 - [INFO] - [E:6| 1100]: Train Loss:0.0018983, Val MRR:0.39799, wikidata12k +2023-05-06 17:19:08,414 - [INFO] - [E:6| 1200]: Train Loss:0.0018981, Val MRR:0.39799, wikidata12k +2023-05-06 17:21:01,508 - [INFO] - [E:6| 1300]: Train Loss:0.0018956, Val MRR:0.39799, wikidata12k +2023-05-06 17:23:07,088 - [INFO] - [E:6| 1400]: Train Loss:0.0018962, Val MRR:0.39799, wikidata12k +2023-05-06 17:24:58,948 - [INFO] - [E:6| 1500]: Train Loss:0.0018947, Val MRR:0.39799, wikidata12k +2023-05-06 17:27:05,082 - [INFO] - [E:6| 1600]: Train Loss:0.001893, Val MRR:0.39799, wikidata12k +2023-05-06 17:29:10,859 - [INFO] - [E:6| 1700]: Train Loss:0.0018934, Val MRR:0.39799, wikidata12k +2023-05-06 17:31:16,962 - [INFO] - [E:6| 1800]: Train Loss:0.0018931, Val MRR:0.39799, wikidata12k +2023-05-06 17:33:07,716 - [INFO] - [E:6| 1900]: Train Loss:0.0018925, Val MRR:0.39799, wikidata12k +2023-05-06 17:35:12,650 - [INFO] - [E:6| 2000]: Train Loss:0.0018918, Val MRR:0.39799, wikidata12k +2023-05-06 17:37:18,425 - [INFO] - [E:6| 2100]: Train Loss:0.001891, Val MRR:0.39799, wikidata12k +2023-05-06 17:39:24,243 - [INFO] - [E:6| 2200]: Train Loss:0.00189, Val MRR:0.39799, wikidata12k +2023-05-06 17:41:15,715 - [INFO] - [E:6| 2300]: Train Loss:0.0018889, Val MRR:0.39799, wikidata12k +2023-05-06 17:43:21,648 - [INFO] - [E:6| 2400]: Train Loss:0.0018878, Val MRR:0.39799, wikidata12k +2023-05-06 17:45:26,972 - [INFO] - [E:6| 2500]: Train Loss:0.0018866, Val MRR:0.39799, wikidata12k +2023-05-06 17:47:33,633 - [INFO] - [E:6| 2600]: Train Loss:0.0018857, Val MRR:0.39799, wikidata12k +2023-05-06 17:49:36,848 - [INFO] - [E:6| 2700]: Train Loss:0.0018843, Val MRR:0.39799, wikidata12k +2023-05-06 17:51:30,780 - [INFO] - [E:6| 2800]: Train Loss:0.0018834, Val MRR:0.39799, wikidata12k +2023-05-06 17:53:36,648 - [INFO] - [E:6| 2900]: Train Loss:0.0018824, Val MRR:0.39799, wikidata12k +2023-05-06 17:55:42,636 - [INFO] - [E:6| 3000]: Train Loss:0.0018818, Val MRR:0.39799, wikidata12k +2023-05-06 17:57:48,476 - [INFO] - [E:6| 3100]: Train Loss:0.0018803, Val MRR:0.39799, wikidata12k +2023-05-06 17:59:39,226 - [INFO] - [E:6| 3200]: Train Loss:0.0018801, Val MRR:0.39799, wikidata12k +2023-05-06 18:01:44,741 - [INFO] - [E:6| 3300]: Train Loss:0.0018798, Val MRR:0.39799, wikidata12k +2023-05-06 18:03:49,846 - [INFO] - [E:6| 3400]: Train Loss:0.0018786, Val MRR:0.39799, wikidata12k +2023-05-06 18:05:55,193 - [INFO] - [E:6| 3500]: Train Loss:0.001878, Val MRR:0.39799, wikidata12k +2023-05-06 18:07:46,888 - [INFO] - [E:6| 3600]: Train Loss:0.0018774, Val MRR:0.39799, wikidata12k +2023-05-06 18:09:52,478 - [INFO] - [E:6| 3700]: Train Loss:0.0018761, Val MRR:0.39799, wikidata12k +2023-05-06 18:11:57,805 - [INFO] - [E:6| 3800]: Train Loss:0.001875, Val MRR:0.39799, wikidata12k +2023-05-06 18:14:03,792 - [INFO] - [E:6| 3900]: Train Loss:0.0018742, Val MRR:0.39799, wikidata12k +2023-05-06 18:14:56,314 - [INFO] - [Epoch:6]: Training Loss:0.001874 + +2023-05-06 18:14:56,579 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 18:15:30,538 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 18:15:43,162 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 18:16:21,784 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 18:16:43,517 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.46722, Head : 0.34216, Avg : 0.40469 + +2023-05-06 18:16:44,981 - [INFO] - [Epoch 6]: Training Loss: 0.001874, Valid MRR: 0.40469, + + + +2023-05-06 18:16:46,361 - [INFO] - [E:7| 0]: Train Loss:0.0018042, Val MRR:0.40469, wikidata12k +2023-05-06 18:18:51,495 - [INFO] - [E:7| 100]: Train Loss:0.0018085, Val MRR:0.40469, wikidata12k +2023-05-06 18:20:56,865 - [INFO] - [E:7| 200]: Train Loss:0.001816, Val MRR:0.40469, wikidata12k +2023-05-06 18:23:02,224 - [INFO] - [E:7| 300]: Train Loss:0.0018083, Val MRR:0.40469, wikidata12k +2023-05-06 18:24:54,194 - [INFO] - [E:7| 400]: Train Loss:0.0018074, Val MRR:0.40469, wikidata12k +2023-05-06 18:26:59,328 - [INFO] - [E:7| 500]: Train Loss:0.0018046, Val MRR:0.40469, wikidata12k +2023-05-06 18:29:05,165 - [INFO] - [E:7| 600]: Train Loss:0.0018052, Val MRR:0.40469, wikidata12k +2023-05-06 18:31:10,752 - [INFO] - [E:7| 700]: Train Loss:0.0018036, Val MRR:0.40469, wikidata12k +2023-05-06 18:33:02,508 - [INFO] - [E:7| 800]: Train Loss:0.0018026, Val MRR:0.40469, wikidata12k +2023-05-06 18:35:09,283 - [INFO] - [E:7| 900]: Train Loss:0.0018032, Val MRR:0.40469, wikidata12k +2023-05-06 18:37:14,967 - [INFO] - [E:7| 1000]: Train Loss:0.0018023, Val MRR:0.40469, wikidata12k +2023-05-06 18:39:20,192 - [INFO] - [E:7| 1100]: Train Loss:0.0018015, Val MRR:0.40469, wikidata12k +2023-05-06 18:41:24,608 - [INFO] - [E:7| 1200]: Train Loss:0.0018003, Val MRR:0.40469, wikidata12k +2023-05-06 18:43:17,424 - [INFO] - [E:7| 1300]: Train Loss:0.0017992, Val MRR:0.40469, wikidata12k +2023-05-06 18:45:23,009 - [INFO] - [E:7| 1400]: Train Loss:0.0017995, Val MRR:0.40469, wikidata12k +2023-05-06 18:47:29,091 - [INFO] - [E:7| 1500]: Train Loss:0.001798, Val MRR:0.40469, wikidata12k +2023-05-06 18:49:30,364 - [INFO] - [E:7| 1600]: Train Loss:0.0017981, Val MRR:0.40469, wikidata12k +2023-05-06 18:51:12,837 - [INFO] - [E:7| 1700]: Train Loss:0.0017976, Val MRR:0.40469, wikidata12k +2023-05-06 18:53:18,789 - [INFO] - [E:7| 1800]: Train Loss:0.0017969, Val MRR:0.40469, wikidata12k +2023-05-06 18:55:24,918 - [INFO] - [E:7| 1900]: Train Loss:0.0017957, Val MRR:0.40469, wikidata12k +2023-05-06 18:57:30,556 - [INFO] - [E:7| 2000]: Train Loss:0.0017956, Val MRR:0.40469, wikidata12k +2023-05-06 18:59:21,271 - [INFO] - [E:7| 2100]: Train Loss:0.0017957, Val MRR:0.40469, wikidata12k +2023-05-06 19:01:26,885 - [INFO] - [E:7| 2200]: Train Loss:0.0017952, Val MRR:0.40469, wikidata12k +2023-05-06 19:03:32,151 - [INFO] - [E:7| 2300]: Train Loss:0.0017945, Val MRR:0.40469, wikidata12k +2023-05-06 19:05:37,958 - [INFO] - [E:7| 2400]: Train Loss:0.0017939, Val MRR:0.40469, wikidata12k +2023-05-06 19:07:29,353 - [INFO] - [E:7| 2500]: Train Loss:0.0017939, Val MRR:0.40469, wikidata12k +2023-05-06 19:09:34,850 - [INFO] - [E:7| 2600]: Train Loss:0.0017934, Val MRR:0.40469, wikidata12k +2023-05-06 19:11:40,219 - [INFO] - [E:7| 2700]: Train Loss:0.0017926, Val MRR:0.40469, wikidata12k +2023-05-06 19:13:46,198 - [INFO] - [E:7| 2800]: Train Loss:0.0017921, Val MRR:0.40469, wikidata12k +2023-05-06 19:15:40,838 - [INFO] - [E:7| 2900]: Train Loss:0.0017913, Val MRR:0.40469, wikidata12k +2023-05-06 19:17:43,368 - [INFO] - [E:7| 3000]: Train Loss:0.0017906, Val MRR:0.40469, wikidata12k +2023-05-06 19:19:48,947 - [INFO] - [E:7| 3100]: Train Loss:0.0017904, Val MRR:0.40469, wikidata12k +2023-05-06 19:21:54,405 - [INFO] - [E:7| 3200]: Train Loss:0.0017894, Val MRR:0.40469, wikidata12k +2023-05-06 19:24:01,546 - [INFO] - [E:7| 3300]: Train Loss:0.0017891, Val MRR:0.40469, wikidata12k +2023-05-06 19:25:53,318 - [INFO] - [E:7| 3400]: Train Loss:0.0017885, Val MRR:0.40469, wikidata12k +2023-05-06 19:27:08,560 - [INFO] - [E:7| 3500]: Train Loss:0.0017878, Val MRR:0.40469, wikidata12k +2023-05-06 19:28:19,494 - [INFO] - [E:7| 3600]: Train Loss:0.0017872, Val MRR:0.40469, wikidata12k +2023-05-06 19:29:30,355 - [INFO] - [E:7| 3700]: Train Loss:0.0017873, Val MRR:0.40469, wikidata12k +2023-05-06 19:30:41,224 - [INFO] - [E:7| 3800]: Train Loss:0.0017867, Val MRR:0.40469, wikidata12k +2023-05-06 19:32:14,257 - [INFO] - [E:7| 3900]: Train Loss:0.0017859, Val MRR:0.40469, wikidata12k +2023-05-06 19:33:00,713 - [INFO] - [Epoch:7]: Training Loss:0.001786 + +2023-05-06 19:33:01,218 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 19:33:39,458 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 19:34:01,729 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 19:34:39,332 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 19:35:01,621 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.46486, Head : 0.35119, Avg : 0.40803 + +2023-05-06 19:35:02,639 - [INFO] - [Epoch 7]: Training Loss: 0.0017858, Valid MRR: 0.40803, + + + +2023-05-06 19:35:03,985 - [INFO] - [E:8| 0]: Train Loss:0.0017065, Val MRR:0.40803, wikidata12k +2023-05-06 19:37:03,896 - [INFO] - [E:8| 100]: Train Loss:0.0017297, Val MRR:0.40803, wikidata12k +2023-05-06 19:39:08,224 - [INFO] - [E:8| 200]: Train Loss:0.0017282, Val MRR:0.40803, wikidata12k +2023-05-06 19:41:06,613 - [INFO] - [E:8| 300]: Train Loss:0.0017315, Val MRR:0.40803, wikidata12k +2023-05-06 19:42:59,628 - [INFO] - [E:8| 400]: Train Loss:0.0017273, Val MRR:0.40803, wikidata12k +2023-05-06 19:45:05,908 - [INFO] - [E:8| 500]: Train Loss:0.0017224, Val MRR:0.40803, wikidata12k +2023-05-06 19:47:11,031 - [INFO] - [E:8| 600]: Train Loss:0.0017232, Val MRR:0.40803, wikidata12k +2023-05-06 19:49:14,658 - [INFO] - [E:8| 700]: Train Loss:0.0017253, Val MRR:0.40803, wikidata12k +2023-05-06 19:51:04,709 - [INFO] - [E:8| 800]: Train Loss:0.001725, Val MRR:0.40803, wikidata12k +2023-05-06 19:53:10,286 - [INFO] - [E:8| 900]: Train Loss:0.001727, Val MRR:0.40803, wikidata12k +2023-05-06 19:55:15,976 - [INFO] - [E:8| 1000]: Train Loss:0.0017284, Val MRR:0.40803, wikidata12k +2023-05-06 19:57:20,984 - [INFO] - [E:8| 1100]: Train Loss:0.0017291, Val MRR:0.40803, wikidata12k +2023-05-06 19:59:11,878 - [INFO] - [E:8| 1200]: Train Loss:0.0017296, Val MRR:0.40803, wikidata12k +2023-05-06 20:01:16,445 - [INFO] - [E:8| 1300]: Train Loss:0.0017291, Val MRR:0.40803, wikidata12k +2023-05-06 20:03:21,780 - [INFO] - [E:8| 1400]: Train Loss:0.0017284, Val MRR:0.40803, wikidata12k +2023-05-06 20:05:26,541 - [INFO] - [E:8| 1500]: Train Loss:0.0017278, Val MRR:0.40803, wikidata12k +2023-05-06 20:07:19,399 - [INFO] - [E:8| 1600]: Train Loss:0.0017276, Val MRR:0.40803, wikidata12k +2023-05-06 20:09:21,615 - [INFO] - [E:8| 1700]: Train Loss:0.0017278, Val MRR:0.40803, wikidata12k +2023-05-06 20:11:27,063 - [INFO] - [E:8| 1800]: Train Loss:0.0017282, Val MRR:0.40803, wikidata12k +2023-05-06 20:13:33,112 - [INFO] - [E:8| 1900]: Train Loss:0.001728, Val MRR:0.40803, wikidata12k +2023-05-06 20:15:38,252 - [INFO] - [E:8| 2000]: Train Loss:0.0017278, Val MRR:0.40803, wikidata12k +2023-05-06 20:17:23,305 - [INFO] - [E:8| 2100]: Train Loss:0.0017271, Val MRR:0.40803, wikidata12k +2023-05-06 20:19:15,962 - [INFO] - [E:8| 2200]: Train Loss:0.001727, Val MRR:0.40803, wikidata12k +2023-05-06 20:21:21,952 - [INFO] - [E:8| 2300]: Train Loss:0.0017262, Val MRR:0.40803, wikidata12k +2023-05-06 20:23:27,272 - [INFO] - [E:8| 2400]: Train Loss:0.001726, Val MRR:0.40803, wikidata12k +2023-05-06 20:25:19,590 - [INFO] - [E:8| 2500]: Train Loss:0.0017259, Val MRR:0.40803, wikidata12k +2023-05-06 20:27:25,738 - [INFO] - [E:8| 2600]: Train Loss:0.0017256, Val MRR:0.40803, wikidata12k +2023-05-06 20:29:30,992 - [INFO] - [E:8| 2700]: Train Loss:0.0017254, Val MRR:0.40803, wikidata12k +2023-05-06 20:31:36,925 - [INFO] - [E:8| 2800]: Train Loss:0.0017259, Val MRR:0.40803, wikidata12k +2023-05-06 20:33:28,551 - [INFO] - [E:8| 2900]: Train Loss:0.0017253, Val MRR:0.40803, wikidata12k +2023-05-06 20:35:32,950 - [INFO] - [E:8| 3000]: Train Loss:0.0017246, Val MRR:0.40803, wikidata12k +2023-05-06 20:37:38,857 - [INFO] - [E:8| 3100]: Train Loss:0.0017245, Val MRR:0.40803, wikidata12k +2023-05-06 20:39:44,522 - [INFO] - [E:8| 3200]: Train Loss:0.0017238, Val MRR:0.40803, wikidata12k +2023-05-06 20:41:36,578 - [INFO] - [E:8| 3300]: Train Loss:0.0017237, Val MRR:0.40803, wikidata12k +2023-05-06 20:43:41,131 - [INFO] - [E:8| 3400]: Train Loss:0.0017241, Val MRR:0.40803, wikidata12k +2023-05-06 20:45:47,282 - [INFO] - [E:8| 3500]: Train Loss:0.0017234, Val MRR:0.40803, wikidata12k +2023-05-06 20:47:52,882 - [INFO] - [E:8| 3600]: Train Loss:0.0017233, Val MRR:0.40803, wikidata12k +2023-05-06 20:49:51,067 - [INFO] - [E:8| 3700]: Train Loss:0.001723, Val MRR:0.40803, wikidata12k +2023-05-06 20:51:49,402 - [INFO] - [E:8| 3800]: Train Loss:0.0017231, Val MRR:0.40803, wikidata12k +2023-05-06 20:53:55,357 - [INFO] - [E:8| 3900]: Train Loss:0.0017228, Val MRR:0.40803, wikidata12k +2023-05-06 20:54:47,939 - [INFO] - [Epoch:8]: Training Loss:0.001723 + +2023-05-06 20:54:48,324 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 20:55:26,238 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 20:55:48,481 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 20:56:26,632 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 20:56:48,367 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.46026, Head : 0.34823, Avg : 0.40424 + +2023-05-06 20:56:48,367 - [INFO] - [Epoch 8]: Training Loss: 0.0017228, Valid MRR: 0.40803, + + + +2023-05-06 20:56:49,616 - [INFO] - [E:9| 0]: Train Loss:0.0016281, Val MRR:0.40803, wikidata12k +2023-05-06 20:58:41,512 - [INFO] - [E:9| 100]: Train Loss:0.0016761, Val MRR:0.40803, wikidata12k +2023-05-06 21:00:47,160 - [INFO] - [E:9| 200]: Train Loss:0.0016778, Val MRR:0.40803, wikidata12k +2023-05-06 21:02:52,504 - [INFO] - [E:9| 300]: Train Loss:0.001674, Val MRR:0.40803, wikidata12k +2023-05-06 21:04:58,240 - [INFO] - [E:9| 400]: Train Loss:0.0016739, Val MRR:0.40803, wikidata12k +2023-05-06 21:06:56,209 - [INFO] - [E:9| 500]: Train Loss:0.0016754, Val MRR:0.40803, wikidata12k +2023-05-06 21:08:56,853 - [INFO] - [E:9| 600]: Train Loss:0.0016732, Val MRR:0.40803, wikidata12k +2023-05-06 21:11:02,532 - [INFO] - [E:9| 700]: Train Loss:0.0016752, Val MRR:0.40803, wikidata12k +2023-05-06 21:13:07,321 - [INFO] - [E:9| 800]: Train Loss:0.001675, Val MRR:0.40803, wikidata12k +2023-05-06 21:15:12,907 - [INFO] - [E:9| 900]: Train Loss:0.0016759, Val MRR:0.40803, wikidata12k +2023-05-06 21:17:04,226 - [INFO] - [E:9| 1000]: Train Loss:0.0016776, Val MRR:0.40803, wikidata12k +2023-05-06 21:19:10,338 - [INFO] - [E:9| 1100]: Train Loss:0.0016784, Val MRR:0.40803, wikidata12k +2023-05-06 21:21:15,688 - [INFO] - [E:9| 1200]: Train Loss:0.001678, Val MRR:0.40803, wikidata12k +2023-05-06 21:23:21,053 - [INFO] - [E:9| 1300]: Train Loss:0.0016774, Val MRR:0.40803, wikidata12k +2023-05-06 21:25:12,030 - [INFO] - [E:9| 1400]: Train Loss:0.0016772, Val MRR:0.40803, wikidata12k +2023-05-06 21:27:17,284 - [INFO] - [E:9| 1500]: Train Loss:0.0016765, Val MRR:0.40803, wikidata12k +2023-05-06 21:29:22,449 - [INFO] - [E:9| 1600]: Train Loss:0.0016761, Val MRR:0.40803, wikidata12k +2023-05-06 21:31:28,421 - [INFO] - [E:9| 1700]: Train Loss:0.0016765, Val MRR:0.40803, wikidata12k +2023-05-06 21:33:19,113 - [INFO] - [E:9| 1800]: Train Loss:0.0016765, Val MRR:0.40803, wikidata12k +2023-05-06 21:35:24,989 - [INFO] - [E:9| 1900]: Train Loss:0.0016769, Val MRR:0.40803, wikidata12k +2023-05-06 21:37:29,161 - [INFO] - [E:9| 2000]: Train Loss:0.0016768, Val MRR:0.40803, wikidata12k +2023-05-06 21:39:34,610 - [INFO] - [E:9| 2100]: Train Loss:0.0016768, Val MRR:0.40803, wikidata12k +2023-05-06 21:41:29,447 - [INFO] - [E:9| 2200]: Train Loss:0.0016767, Val MRR:0.40803, wikidata12k +2023-05-06 21:43:32,325 - [INFO] - [E:9| 2300]: Train Loss:0.0016764, Val MRR:0.40803, wikidata12k +2023-05-06 21:45:37,799 - [INFO] - [E:9| 2400]: Train Loss:0.001676, Val MRR:0.40803, wikidata12k +2023-05-06 21:47:43,167 - [INFO] - [E:9| 2500]: Train Loss:0.0016763, Val MRR:0.40803, wikidata12k +2023-05-06 21:49:31,602 - [INFO] - [E:9| 2600]: Train Loss:0.0016768, Val MRR:0.40803, wikidata12k +2023-05-06 21:51:26,280 - [INFO] - [E:9| 2700]: Train Loss:0.0016764, Val MRR:0.40803, wikidata12k +2023-05-06 21:53:32,371 - [INFO] - [E:9| 2800]: Train Loss:0.0016761, Val MRR:0.40803, wikidata12k +2023-05-06 21:55:38,119 - [INFO] - [E:9| 2900]: Train Loss:0.0016762, Val MRR:0.40803, wikidata12k +2023-05-06 21:57:42,478 - [INFO] - [E:9| 3000]: Train Loss:0.0016763, Val MRR:0.40803, wikidata12k +2023-05-06 21:59:34,015 - [INFO] - [E:9| 3100]: Train Loss:0.0016762, Val MRR:0.40803, wikidata12k +2023-05-06 22:01:39,515 - [INFO] - [E:9| 3200]: Train Loss:0.0016761, Val MRR:0.40803, wikidata12k +2023-05-06 22:03:43,724 - [INFO] - [E:9| 3300]: Train Loss:0.0016765, Val MRR:0.40803, wikidata12k +2023-05-06 22:05:49,474 - [INFO] - [E:9| 3400]: Train Loss:0.0016763, Val MRR:0.40803, wikidata12k +2023-05-06 22:07:41,324 - [INFO] - [E:9| 3500]: Train Loss:0.0016763, Val MRR:0.40803, wikidata12k +2023-05-06 22:09:44,969 - [INFO] - [E:9| 3600]: Train Loss:0.001676, Val MRR:0.40803, wikidata12k +2023-05-06 22:11:51,088 - [INFO] - [E:9| 3700]: Train Loss:0.0016759, Val MRR:0.40803, wikidata12k +2023-05-06 22:13:56,398 - [INFO] - [E:9| 3800]: Train Loss:0.0016753, Val MRR:0.40803, wikidata12k +2023-05-06 22:15:46,733 - [INFO] - [E:9| 3900]: Train Loss:0.0016749, Val MRR:0.40803, wikidata12k +2023-05-06 22:16:38,084 - [INFO] - [Epoch:9]: Training Loss:0.001675 + +2023-05-06 22:16:38,435 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 22:17:16,865 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 22:17:39,079 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 22:18:17,506 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 22:18:39,285 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.45924, Head : 0.30641, Avg : 0.38282 + MR: Tail : 293.13, Head : 604.54, Avg : 448.84 + Hit-1: Tail : 0.35313, Head : 0.19923, Avg : 0.27618 + Hit-3: Tail : 0.51999, Head : 0.35748, Avg : 0.43874 + Hit-10: Tail : 0.65746, Head : 0.51509, Avg : 0.58628 +2023-05-06 22:18:39,286 - [INFO] - [Epoch 9]: Training Loss: 0.0016747, Valid MRR: 0.40803, + + + +2023-05-06 22:18:40,553 - [INFO] - [E:10| 0]: Train Loss:0.001646, Val MRR:0.40803, wikidata12k +2023-05-06 22:20:46,131 - [INFO] - [E:10| 100]: Train Loss:0.0016364, Val MRR:0.40803, wikidata12k +2023-05-06 22:22:51,733 - [INFO] - [E:10| 200]: Train Loss:0.0016368, Val MRR:0.40803, wikidata12k +2023-05-06 22:24:42,968 - [INFO] - [E:10| 300]: Train Loss:0.0016365, Val MRR:0.40803, wikidata12k +2023-05-06 22:26:48,302 - [INFO] - [E:10| 400]: Train Loss:0.0016381, Val MRR:0.40803, wikidata12k +2023-05-06 22:28:53,745 - [INFO] - [E:10| 500]: Train Loss:0.0016368, Val MRR:0.40803, wikidata12k +2023-05-06 22:30:58,902 - [INFO] - [E:10| 600]: Train Loss:0.0016386, Val MRR:0.40803, wikidata12k +2023-05-06 22:32:50,051 - [INFO] - [E:10| 700]: Train Loss:0.0016403, Val MRR:0.40803, wikidata12k +2023-05-06 22:34:55,034 - [INFO] - [E:10| 800]: Train Loss:0.0016401, Val MRR:0.40803, wikidata12k +2023-05-06 22:37:00,539 - [INFO] - [E:10| 900]: Train Loss:0.0016407, Val MRR:0.40803, wikidata12k +2023-05-06 22:39:06,141 - [INFO] - [E:10| 1000]: Train Loss:0.0016416, Val MRR:0.40803, wikidata12k +2023-05-06 22:41:03,708 - [INFO] - [E:10| 1100]: Train Loss:0.0016426, Val MRR:0.40803, wikidata12k +2023-05-06 22:43:02,715 - [INFO] - [E:10| 1200]: Train Loss:0.0016429, Val MRR:0.40803, wikidata12k +2023-05-06 22:45:08,676 - [INFO] - [E:10| 1300]: Train Loss:0.0016429, Val MRR:0.40803, wikidata12k +2023-05-06 22:47:14,019 - [INFO] - [E:10| 1400]: Train Loss:0.0016423, Val MRR:0.40803, wikidata12k +2023-05-06 22:49:19,444 - [INFO] - [E:10| 1500]: Train Loss:0.001642, Val MRR:0.40803, wikidata12k +2023-05-06 22:51:09,764 - [INFO] - [E:10| 1600]: Train Loss:0.001641, Val MRR:0.40803, wikidata12k +2023-05-06 22:53:15,373 - [INFO] - [E:10| 1700]: Train Loss:0.0016411, Val MRR:0.40803, wikidata12k +2023-05-06 22:55:20,016 - [INFO] - [E:10| 1800]: Train Loss:0.0016417, Val MRR:0.40803, wikidata12k +2023-05-06 22:57:23,943 - [INFO] - [E:10| 1900]: Train Loss:0.0016419, Val MRR:0.40803, wikidata12k +2023-05-06 22:59:14,149 - [INFO] - [E:10| 2000]: Train Loss:0.0016415, Val MRR:0.40803, wikidata12k +2023-05-06 23:01:19,356 - [INFO] - [E:10| 2100]: Train Loss:0.0016412, Val MRR:0.40803, wikidata12k +2023-05-06 23:03:24,376 - [INFO] - [E:10| 2200]: Train Loss:0.0016415, Val MRR:0.40803, wikidata12k +2023-05-06 23:05:29,109 - [INFO] - [E:10| 2300]: Train Loss:0.0016418, Val MRR:0.40803, wikidata12k +2023-05-06 23:07:20,641 - [INFO] - [E:10| 2400]: Train Loss:0.0016422, Val MRR:0.40803, wikidata12k +2023-05-06 23:09:25,800 - [INFO] - [E:10| 2500]: Train Loss:0.0016417, Val MRR:0.40803, wikidata12k +2023-05-06 23:11:29,516 - [INFO] - [E:10| 2600]: Train Loss:0.0016415, Val MRR:0.40803, wikidata12k +2023-05-06 23:13:35,031 - [INFO] - [E:10| 2700]: Train Loss:0.0016414, Val MRR:0.40803, wikidata12k +2023-05-06 23:15:36,137 - [INFO] - [E:10| 2800]: Train Loss:0.0016411, Val MRR:0.40803, wikidata12k +2023-05-06 23:17:30,952 - [INFO] - [E:10| 2900]: Train Loss:0.0016406, Val MRR:0.40803, wikidata12k +2023-05-06 23:19:30,017 - [INFO] - [E:10| 3000]: Train Loss:0.0016407, Val MRR:0.40803, wikidata12k +2023-05-06 23:21:21,851 - [INFO] - [E:10| 3100]: Train Loss:0.0016409, Val MRR:0.40803, wikidata12k +2023-05-06 23:23:26,516 - [INFO] - [E:10| 3200]: Train Loss:0.0016409, Val MRR:0.40803, wikidata12k +2023-05-06 23:25:17,266 - [INFO] - [E:10| 3300]: Train Loss:0.0016407, Val MRR:0.40803, wikidata12k +2023-05-06 23:27:21,092 - [INFO] - [E:10| 3400]: Train Loss:0.0016403, Val MRR:0.40803, wikidata12k +2023-05-06 23:29:26,843 - [INFO] - [E:10| 3500]: Train Loss:0.0016399, Val MRR:0.40803, wikidata12k +2023-05-06 23:31:32,339 - [INFO] - [E:10| 3600]: Train Loss:0.00164, Val MRR:0.40803, wikidata12k +2023-05-06 23:33:24,932 - [INFO] - [E:10| 3700]: Train Loss:0.0016396, Val MRR:0.40803, wikidata12k +2023-05-06 23:35:28,757 - [INFO] - [E:10| 3800]: Train Loss:0.0016399, Val MRR:0.40803, wikidata12k +2023-05-06 23:37:32,323 - [INFO] - [E:10| 3900]: Train Loss:0.00164, Val MRR:0.40803, wikidata12k +2023-05-06 23:38:24,874 - [INFO] - [Epoch:10]: Training Loss:0.00164 + +2023-05-06 23:38:25,394 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-06 23:39:03,307 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-06 23:39:25,579 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-06 23:40:03,773 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-06 23:40:25,370 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.46297, Head : 0.32621, Avg : 0.39459 + +2023-05-06 23:40:25,370 - [INFO] - [Epoch 10]: Training Loss: 0.0016398, Valid MRR: 0.40803, + + + +2023-05-06 23:40:26,674 - [INFO] - [E:11| 0]: Train Loss:0.0015237, Val MRR:0.40803, wikidata12k +2023-05-06 23:42:17,197 - [INFO] - [E:11| 100]: Train Loss:0.0016163, Val MRR:0.40803, wikidata12k +2023-05-06 23:44:21,825 - [INFO] - [E:11| 200]: Train Loss:0.0016109, Val MRR:0.40803, wikidata12k +2023-05-06 23:46:25,185 - [INFO] - [E:11| 300]: Train Loss:0.001612, Val MRR:0.40803, wikidata12k +2023-05-06 23:48:29,828 - [INFO] - [E:11| 400]: Train Loss:0.0016121, Val MRR:0.40803, wikidata12k +2023-05-06 23:50:22,196 - [INFO] - [E:11| 500]: Train Loss:0.0016098, Val MRR:0.40803, wikidata12k +2023-05-06 23:52:25,615 - [INFO] - [E:11| 600]: Train Loss:0.0016094, Val MRR:0.40803, wikidata12k +2023-05-06 23:54:30,178 - [INFO] - [E:11| 700]: Train Loss:0.0016091, Val MRR:0.40803, wikidata12k +2023-05-06 23:56:33,596 - [INFO] - [E:11| 800]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-06 23:58:25,844 - [INFO] - [E:11| 900]: Train Loss:0.0016115, Val MRR:0.40803, wikidata12k +2023-05-07 00:00:29,810 - [INFO] - [E:11| 1000]: Train Loss:0.0016123, Val MRR:0.40803, wikidata12k +2023-05-07 00:02:35,396 - [INFO] - [E:11| 1100]: Train Loss:0.0016122, Val MRR:0.40803, wikidata12k +2023-05-07 00:04:39,013 - [INFO] - [E:11| 1200]: Train Loss:0.0016126, Val MRR:0.40803, wikidata12k +2023-05-07 00:06:43,638 - [INFO] - [E:11| 1300]: Train Loss:0.0016114, Val MRR:0.40803, wikidata12k +2023-05-07 00:08:35,556 - [INFO] - [E:11| 1400]: Train Loss:0.0016113, Val MRR:0.40803, wikidata12k +2023-05-07 00:10:39,003 - [INFO] - [E:11| 1500]: Train Loss:0.0016115, Val MRR:0.40803, wikidata12k +2023-05-07 00:12:42,068 - [INFO] - [E:11| 1600]: Train Loss:0.0016121, Val MRR:0.40803, wikidata12k +2023-05-07 00:14:45,668 - [INFO] - [E:11| 1700]: Train Loss:0.0016121, Val MRR:0.40803, wikidata12k +2023-05-07 00:16:36,927 - [INFO] - [E:11| 1800]: Train Loss:0.0016128, Val MRR:0.40803, wikidata12k +2023-05-07 00:18:40,971 - [INFO] - [E:11| 1900]: Train Loss:0.0016123, Val MRR:0.40803, wikidata12k +2023-05-07 00:20:45,281 - [INFO] - [E:11| 2000]: Train Loss:0.0016122, Val MRR:0.40803, wikidata12k +2023-05-07 00:22:50,855 - [INFO] - [E:11| 2100]: Train Loss:0.0016125, Val MRR:0.40803, wikidata12k +2023-05-07 00:24:41,397 - [INFO] - [E:11| 2200]: Train Loss:0.0016117, Val MRR:0.40803, wikidata12k +2023-05-07 00:26:47,003 - [INFO] - [E:11| 2300]: Train Loss:0.0016112, Val MRR:0.40803, wikidata12k +2023-05-07 00:28:51,641 - [INFO] - [E:11| 2400]: Train Loss:0.001611, Val MRR:0.40803, wikidata12k +2023-05-07 00:30:56,504 - [INFO] - [E:11| 2500]: Train Loss:0.0016101, Val MRR:0.40803, wikidata12k +2023-05-07 00:32:56,594 - [INFO] - [E:11| 2600]: Train Loss:0.0016102, Val MRR:0.40803, wikidata12k +2023-05-07 00:34:50,810 - [INFO] - [E:11| 2700]: Train Loss:0.0016098, Val MRR:0.40803, wikidata12k +2023-05-07 00:36:52,807 - [INFO] - [E:11| 2800]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-07 00:38:56,981 - [INFO] - [E:11| 2900]: Train Loss:0.0016101, Val MRR:0.40803, wikidata12k +2023-05-07 00:41:01,700 - [INFO] - [E:11| 3000]: Train Loss:0.0016102, Val MRR:0.40803, wikidata12k +2023-05-07 00:42:52,127 - [INFO] - [E:11| 3100]: Train Loss:0.0016099, Val MRR:0.40803, wikidata12k +2023-05-07 00:44:56,688 - [INFO] - [E:11| 3200]: Train Loss:0.00161, Val MRR:0.40803, wikidata12k +2023-05-07 00:47:00,395 - [INFO] - [E:11| 3300]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-07 00:49:04,254 - [INFO] - [E:11| 3400]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-07 00:50:50,417 - [INFO] - [E:11| 3500]: Train Loss:0.0016101, Val MRR:0.40803, wikidata12k +2023-05-07 00:52:44,846 - [INFO] - [E:11| 3600]: Train Loss:0.0016103, Val MRR:0.40803, wikidata12k +2023-05-07 00:54:47,430 - [INFO] - [E:11| 3700]: Train Loss:0.0016102, Val MRR:0.40803, wikidata12k +2023-05-07 00:56:50,835 - [INFO] - [E:11| 3800]: Train Loss:0.0016104, Val MRR:0.40803, wikidata12k +2023-05-07 00:58:42,086 - [INFO] - [E:11| 3900]: Train Loss:0.0016104, Val MRR:0.40803, wikidata12k +2023-05-07 00:59:34,722 - [INFO] - [Epoch:11]: Training Loss:0.00161 + +2023-05-07 00:59:35,232 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 01:00:12,697 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 01:00:34,266 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 01:01:12,575 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 01:01:34,480 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.46088, Head : 0.3047, Avg : 0.38279 + +2023-05-07 01:01:34,481 - [INFO] - [Epoch 11]: Training Loss: 0.0016104, Valid MRR: 0.40803, + + + +2023-05-07 01:01:35,742 - [INFO] - [E:12| 0]: Train Loss:0.0014715, Val MRR:0.40803, wikidata12k +2023-05-07 01:03:39,323 - [INFO] - [E:12| 100]: Train Loss:0.001584, Val MRR:0.40803, wikidata12k +2023-05-07 01:05:44,226 - [INFO] - [E:12| 200]: Train Loss:0.0015769, Val MRR:0.40803, wikidata12k +2023-05-07 01:07:35,699 - [INFO] - [E:12| 300]: Train Loss:0.0015811, Val MRR:0.40803, wikidata12k +2023-05-07 01:09:40,934 - [INFO] - [E:12| 400]: Train Loss:0.0015827, Val MRR:0.40803, wikidata12k +2023-05-07 01:11:45,821 - [INFO] - [E:12| 500]: Train Loss:0.0015821, Val MRR:0.40803, wikidata12k +2023-05-07 01:13:50,092 - [INFO] - [E:12| 600]: Train Loss:0.0015804, Val MRR:0.40803, wikidata12k +2023-05-07 01:15:44,893 - [INFO] - [E:12| 700]: Train Loss:0.0015821, Val MRR:0.40803, wikidata12k +2023-05-07 01:17:44,799 - [INFO] - [E:12| 800]: Train Loss:0.0015844, Val MRR:0.40803, wikidata12k +2023-05-07 01:19:48,397 - [INFO] - [E:12| 900]: Train Loss:0.0015848, Val MRR:0.40803, wikidata12k +2023-05-07 01:21:51,605 - [INFO] - [E:12| 1000]: Train Loss:0.0015843, Val MRR:0.40803, wikidata12k +2023-05-07 01:23:55,989 - [INFO] - [E:12| 1100]: Train Loss:0.001584, Val MRR:0.40803, wikidata12k +2023-05-07 01:25:46,942 - [INFO] - [E:12| 1200]: Train Loss:0.0015833, Val MRR:0.40803, wikidata12k +2023-05-07 01:27:49,160 - [INFO] - [E:12| 1300]: Train Loss:0.0015832, Val MRR:0.40803, wikidata12k +2023-05-07 01:29:51,319 - [INFO] - [E:12| 1400]: Train Loss:0.0015846, Val MRR:0.40803, wikidata12k +2023-05-07 01:31:54,374 - [INFO] - [E:12| 1500]: Train Loss:0.0015845, Val MRR:0.40803, wikidata12k +2023-05-07 01:33:44,738 - [INFO] - [E:12| 1600]: Train Loss:0.0015853, Val MRR:0.40803, wikidata12k +2023-05-07 01:35:49,760 - [INFO] - [E:12| 1700]: Train Loss:0.001586, Val MRR:0.40803, wikidata12k +2023-05-07 01:37:55,421 - [INFO] - [E:12| 1800]: Train Loss:0.0015861, Val MRR:0.40803, wikidata12k +2023-05-07 01:40:00,973 - [INFO] - [E:12| 1900]: Train Loss:0.0015864, Val MRR:0.40803, wikidata12k +2023-05-07 01:41:52,850 - [INFO] - [E:12| 2000]: Train Loss:0.0015864, Val MRR:0.40803, wikidata12k +2023-05-07 01:43:55,093 - [INFO] - [E:12| 2100]: Train Loss:0.0015864, Val MRR:0.40803, wikidata12k +2023-05-07 01:45:57,361 - [INFO] - [E:12| 2200]: Train Loss:0.0015863, Val MRR:0.40803, wikidata12k +2023-05-07 01:47:59,801 - [INFO] - [E:12| 2300]: Train Loss:0.0015862, Val MRR:0.40803, wikidata12k +2023-05-07 01:50:00,418 - [INFO] - [E:12| 2400]: Train Loss:0.0015866, Val MRR:0.40803, wikidata12k +2023-05-07 01:51:51,435 - [INFO] - [E:12| 2500]: Train Loss:0.0015871, Val MRR:0.40803, wikidata12k +2023-05-07 01:53:56,885 - [INFO] - [E:12| 2600]: Train Loss:0.0015876, Val MRR:0.40803, wikidata12k +2023-05-07 01:56:00,403 - [INFO] - [E:12| 2700]: Train Loss:0.0015876, Val MRR:0.40803, wikidata12k +2023-05-07 01:58:05,089 - [INFO] - [E:12| 2800]: Train Loss:0.0015874, Val MRR:0.40803, wikidata12k +2023-05-07 01:59:56,989 - [INFO] - [E:12| 2900]: Train Loss:0.0015875, Val MRR:0.40803, wikidata12k +2023-05-07 02:02:02,562 - [INFO] - [E:12| 3000]: Train Loss:0.0015884, Val MRR:0.40803, wikidata12k +2023-05-07 02:04:08,610 - [INFO] - [E:12| 3100]: Train Loss:0.0015884, Val MRR:0.40803, wikidata12k +2023-05-07 02:06:14,091 - [INFO] - [E:12| 3200]: Train Loss:0.0015883, Val MRR:0.40803, wikidata12k +2023-05-07 02:08:07,070 - [INFO] - [E:12| 3300]: Train Loss:0.0015882, Val MRR:0.40803, wikidata12k +2023-05-07 02:10:13,114 - [INFO] - [E:12| 3400]: Train Loss:0.0015879, Val MRR:0.40803, wikidata12k +2023-05-07 02:12:18,916 - [INFO] - [E:12| 3500]: Train Loss:0.0015881, Val MRR:0.40803, wikidata12k +2023-05-07 02:14:24,617 - [INFO] - [E:12| 3600]: Train Loss:0.001588, Val MRR:0.40803, wikidata12k +2023-05-07 02:16:16,764 - [INFO] - [E:12| 3700]: Train Loss:0.0015877, Val MRR:0.40803, wikidata12k +2023-05-07 02:18:21,266 - [INFO] - [E:12| 3800]: Train Loss:0.0015879, Val MRR:0.40803, wikidata12k +2023-05-07 02:20:25,774 - [INFO] - [E:12| 3900]: Train Loss:0.001588, Val MRR:0.40803, wikidata12k +2023-05-07 02:21:13,778 - [INFO] - [Epoch:12]: Training Loss:0.001588 + +2023-05-07 02:21:14,302 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 02:21:51,133 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 02:22:12,120 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 02:22:49,151 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 02:23:10,312 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.46282, Head : 0.29885, Avg : 0.38084 + +2023-05-07 02:23:10,312 - [INFO] - [Epoch 12]: Training Loss: 0.001588, Valid MRR: 0.40803, + + + +2023-05-07 02:23:11,665 - [INFO] - [E:13| 0]: Train Loss:0.0015893, Val MRR:0.40803, wikidata12k +2023-05-07 02:25:03,300 - [INFO] - [E:13| 100]: Train Loss:0.0015696, Val MRR:0.40803, wikidata12k +2023-05-07 02:27:06,851 - [INFO] - [E:13| 200]: Train Loss:0.0015593, Val MRR:0.40803, wikidata12k +2023-05-07 02:29:09,720 - [INFO] - [E:13| 300]: Train Loss:0.0015583, Val MRR:0.40803, wikidata12k +2023-05-07 02:31:15,365 - [INFO] - [E:13| 400]: Train Loss:0.0015593, Val MRR:0.40803, wikidata12k +2023-05-07 02:33:06,938 - [INFO] - [E:13| 500]: Train Loss:0.0015596, Val MRR:0.40803, wikidata12k +2023-05-07 02:35:11,682 - [INFO] - [E:13| 600]: Train Loss:0.0015598, Val MRR:0.40803, wikidata12k +2023-05-07 02:37:13,834 - [INFO] - [E:13| 700]: Train Loss:0.0015595, Val MRR:0.40803, wikidata12k +2023-05-07 02:39:17,843 - [INFO] - [E:13| 800]: Train Loss:0.0015602, Val MRR:0.40803, wikidata12k +2023-05-07 02:41:23,451 - [INFO] - [E:13| 900]: Train Loss:0.0015606, Val MRR:0.40803, wikidata12k +2023-05-07 02:43:15,138 - [INFO] - [E:13| 1000]: Train Loss:0.0015611, Val MRR:0.40803, wikidata12k +2023-05-07 02:45:20,278 - [INFO] - [E:13| 1100]: Train Loss:0.0015622, Val MRR:0.40803, wikidata12k +2023-05-07 02:47:24,888 - [INFO] - [E:13| 1200]: Train Loss:0.001563, Val MRR:0.40803, wikidata12k +2023-05-07 02:49:30,679 - [INFO] - [E:13| 1300]: Train Loss:0.0015639, Val MRR:0.40803, wikidata12k +2023-05-07 02:51:23,511 - [INFO] - [E:13| 1400]: Train Loss:0.0015648, Val MRR:0.40803, wikidata12k +2023-05-07 02:53:29,195 - [INFO] - [E:13| 1500]: Train Loss:0.0015642, Val MRR:0.40803, wikidata12k +2023-05-07 02:55:34,081 - [INFO] - [E:13| 1600]: Train Loss:0.0015652, Val MRR:0.40803, wikidata12k +2023-05-07 02:57:39,615 - [INFO] - [E:13| 1700]: Train Loss:0.0015656, Val MRR:0.40803, wikidata12k +2023-05-07 02:59:31,200 - [INFO] - [E:13| 1800]: Train Loss:0.001566, Val MRR:0.40803, wikidata12k +2023-05-07 03:01:34,461 - [INFO] - [E:13| 1900]: Train Loss:0.0015665, Val MRR:0.40803, wikidata12k +2023-05-07 03:03:36,542 - [INFO] - [E:13| 2000]: Train Loss:0.0015669, Val MRR:0.40803, wikidata12k +2023-05-07 03:05:39,177 - [INFO] - [E:13| 2100]: Train Loss:0.001567, Val MRR:0.40803, wikidata12k +2023-05-07 03:07:31,441 - [INFO] - [E:13| 2200]: Train Loss:0.0015676, Val MRR:0.40803, wikidata12k +2023-05-07 03:09:33,132 - [INFO] - [E:13| 2300]: Train Loss:0.0015679, Val MRR:0.40803, wikidata12k +2023-05-07 03:11:36,713 - [INFO] - [E:13| 2400]: Train Loss:0.001568, Val MRR:0.40803, wikidata12k +2023-05-07 03:13:40,156 - [INFO] - [E:13| 2500]: Train Loss:0.0015678, Val MRR:0.40803, wikidata12k +2023-05-07 03:15:43,618 - [INFO] - [E:13| 2600]: Train Loss:0.0015675, Val MRR:0.40803, wikidata12k +2023-05-07 03:17:34,839 - [INFO] - [E:13| 2700]: Train Loss:0.0015678, Val MRR:0.40803, wikidata12k +2023-05-07 03:19:37,644 - [INFO] - [E:13| 2800]: Train Loss:0.0015677, Val MRR:0.40803, wikidata12k +2023-05-07 03:21:40,868 - [INFO] - [E:13| 2900]: Train Loss:0.0015681, Val MRR:0.40803, wikidata12k +2023-05-07 03:23:43,267 - [INFO] - [E:13| 3000]: Train Loss:0.0015683, Val MRR:0.40803, wikidata12k +2023-05-07 03:25:33,553 - [INFO] - [E:13| 3100]: Train Loss:0.0015683, Val MRR:0.40803, wikidata12k +2023-05-07 03:27:40,050 - [INFO] - [E:13| 3200]: Train Loss:0.0015682, Val MRR:0.40803, wikidata12k +2023-05-07 03:29:45,560 - [INFO] - [E:13| 3300]: Train Loss:0.0015681, Val MRR:0.40803, wikidata12k +2023-05-07 03:31:50,492 - [INFO] - [E:13| 3400]: Train Loss:0.001568, Val MRR:0.40803, wikidata12k +2023-05-07 03:33:41,221 - [INFO] - [E:13| 3500]: Train Loss:0.0015677, Val MRR:0.40803, wikidata12k +2023-05-07 03:35:45,990 - [INFO] - [E:13| 3600]: Train Loss:0.0015678, Val MRR:0.40803, wikidata12k +2023-05-07 03:37:50,250 - [INFO] - [E:13| 3700]: Train Loss:0.0015681, Val MRR:0.40803, wikidata12k +2023-05-07 03:39:55,726 - [INFO] - [E:13| 3800]: Train Loss:0.001568, Val MRR:0.40803, wikidata12k +2023-05-07 03:41:56,966 - [INFO] - [E:13| 3900]: Train Loss:0.0015682, Val MRR:0.40803, wikidata12k +2023-05-07 03:42:38,681 - [INFO] - [Epoch:13]: Training Loss:0.001568 + +2023-05-07 03:42:38,945 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 03:43:17,021 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 03:43:38,905 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 03:44:17,413 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 03:44:39,450 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.47519, Head : 0.26003, Avg : 0.36761 + +2023-05-07 03:44:39,450 - [INFO] - [Epoch 13]: Training Loss: 0.0015682, Valid MRR: 0.40803, + + + +2023-05-07 03:44:40,746 - [INFO] - [E:14| 0]: Train Loss:0.0015209, Val MRR:0.40803, wikidata12k +2023-05-07 03:46:45,753 - [INFO] - [E:14| 100]: Train Loss:0.0015476, Val MRR:0.40803, wikidata12k +2023-05-07 03:48:51,350 - [INFO] - [E:14| 200]: Train Loss:0.0015414, Val MRR:0.40803, wikidata12k +2023-05-07 03:50:46,227 - [INFO] - [E:14| 300]: Train Loss:0.0015431, Val MRR:0.40803, wikidata12k +2023-05-07 03:52:40,002 - [INFO] - [E:14| 400]: Train Loss:0.001547, Val MRR:0.40803, wikidata12k +2023-05-07 03:54:35,284 - [INFO] - [E:14| 500]: Train Loss:0.0015479, Val MRR:0.40803, wikidata12k +2023-05-07 03:56:41,349 - [INFO] - [E:14| 600]: Train Loss:0.0015482, Val MRR:0.40803, wikidata12k +2023-05-07 03:58:41,765 - [INFO] - [E:14| 700]: Train Loss:0.0015493, Val MRR:0.40803, wikidata12k +2023-05-07 04:00:38,942 - [INFO] - [E:14| 800]: Train Loss:0.0015519, Val MRR:0.40803, wikidata12k +2023-05-07 04:02:43,697 - [INFO] - [E:14| 900]: Train Loss:0.0015513, Val MRR:0.40803, wikidata12k +2023-05-07 04:04:48,869 - [INFO] - [E:14| 1000]: Train Loss:0.0015513, Val MRR:0.40803, wikidata12k +2023-05-07 04:06:54,508 - [INFO] - [E:14| 1100]: Train Loss:0.0015505, Val MRR:0.40803, wikidata12k +2023-05-07 04:08:45,239 - [INFO] - [E:14| 1200]: Train Loss:0.0015496, Val MRR:0.40803, wikidata12k +2023-05-07 04:10:48,476 - [INFO] - [E:14| 1300]: Train Loss:0.0015489, Val MRR:0.40803, wikidata12k +2023-05-07 04:12:53,139 - [INFO] - [E:14| 1400]: Train Loss:0.0015489, Val MRR:0.40803, wikidata12k +2023-05-07 04:14:58,186 - [INFO] - [E:14| 1500]: Train Loss:0.0015492, Val MRR:0.40803, wikidata12k +2023-05-07 04:16:49,545 - [INFO] - [E:14| 1600]: Train Loss:0.0015497, Val MRR:0.40803, wikidata12k +2023-05-07 04:18:52,983 - [INFO] - [E:14| 1700]: Train Loss:0.0015496, Val MRR:0.40803, wikidata12k +2023-05-07 04:20:57,707 - [INFO] - [E:14| 1800]: Train Loss:0.0015495, Val MRR:0.40803, wikidata12k +2023-05-07 04:23:01,324 - [INFO] - [E:14| 1900]: Train Loss:0.0015489, Val MRR:0.40803, wikidata12k +2023-05-07 04:24:52,337 - [INFO] - [E:14| 2000]: Train Loss:0.0015494, Val MRR:0.40803, wikidata12k +2023-05-07 04:26:57,209 - [INFO] - [E:14| 2100]: Train Loss:0.0015495, Val MRR:0.40803, wikidata12k +2023-05-07 04:29:01,744 - [INFO] - [E:14| 2200]: Train Loss:0.0015494, Val MRR:0.40803, wikidata12k +2023-05-07 04:31:06,839 - [INFO] - [E:14| 2300]: Train Loss:0.0015489, Val MRR:0.40803, wikidata12k +2023-05-07 04:33:12,705 - [INFO] - [E:14| 2400]: Train Loss:0.0015495, Val MRR:0.40803, wikidata12k +2023-05-07 04:35:03,005 - [INFO] - [E:14| 2500]: Train Loss:0.0015494, Val MRR:0.40803, wikidata12k +2023-05-07 04:37:07,435 - [INFO] - [E:14| 2600]: Train Loss:0.0015497, Val MRR:0.40803, wikidata12k +2023-05-07 04:39:11,045 - [INFO] - [E:14| 2700]: Train Loss:0.00155, Val MRR:0.40803, wikidata12k +2023-05-07 04:41:15,855 - [INFO] - [E:14| 2800]: Train Loss:0.0015506, Val MRR:0.40803, wikidata12k +2023-05-07 04:43:08,788 - [INFO] - [E:14| 2900]: Train Loss:0.0015507, Val MRR:0.40803, wikidata12k +2023-05-07 04:45:14,658 - [INFO] - [E:14| 3000]: Train Loss:0.001551, Val MRR:0.40803, wikidata12k +2023-05-07 04:47:20,559 - [INFO] - [E:14| 3100]: Train Loss:0.001551, Val MRR:0.40803, wikidata12k +2023-05-07 04:49:25,144 - [INFO] - [E:14| 3200]: Train Loss:0.0015508, Val MRR:0.40803, wikidata12k +2023-05-07 04:51:17,929 - [INFO] - [E:14| 3300]: Train Loss:0.0015508, Val MRR:0.40803, wikidata12k +2023-05-07 04:53:22,510 - [INFO] - [E:14| 3400]: Train Loss:0.001551, Val MRR:0.40803, wikidata12k +2023-05-07 04:55:27,444 - [INFO] - [E:14| 3500]: Train Loss:0.0015507, Val MRR:0.40803, wikidata12k +2023-05-07 04:57:31,917 - [INFO] - [E:14| 3600]: Train Loss:0.0015506, Val MRR:0.40803, wikidata12k +2023-05-07 04:59:24,982 - [INFO] - [E:14| 3700]: Train Loss:0.0015508, Val MRR:0.40803, wikidata12k +2023-05-07 05:01:29,186 - [INFO] - [E:14| 3800]: Train Loss:0.001551, Val MRR:0.40803, wikidata12k +2023-05-07 05:03:35,121 - [INFO] - [E:14| 3900]: Train Loss:0.0015511, Val MRR:0.40803, wikidata12k +2023-05-07 05:04:27,879 - [INFO] - [Epoch:14]: Training Loss:0.001551 + +2023-05-07 05:04:28,282 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 05:05:05,842 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 05:05:27,585 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 05:06:06,230 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 05:06:27,977 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.464, Head : 0.26699, Avg : 0.3655 + +2023-05-07 05:06:27,977 - [INFO] - [Epoch 14]: Training Loss: 0.0015512, Valid MRR: 0.40803, + + + +2023-05-07 05:06:29,331 - [INFO] - [E:15| 0]: Train Loss:0.0015406, Val MRR:0.40803, wikidata12k +2023-05-07 05:08:21,343 - [INFO] - [E:15| 100]: Train Loss:0.0015274, Val MRR:0.40803, wikidata12k +2023-05-07 05:10:27,050 - [INFO] - [E:15| 200]: Train Loss:0.0015325, Val MRR:0.40803, wikidata12k +2023-05-07 05:12:31,685 - [INFO] - [E:15| 300]: Train Loss:0.0015344, Val MRR:0.40803, wikidata12k +2023-05-07 05:14:37,191 - [INFO] - [E:15| 400]: Train Loss:0.0015316, Val MRR:0.40803, wikidata12k +2023-05-07 05:16:37,563 - [INFO] - [E:15| 500]: Train Loss:0.0015315, Val MRR:0.40803, wikidata12k +2023-05-07 05:18:34,637 - [INFO] - [E:15| 600]: Train Loss:0.001533, Val MRR:0.40803, wikidata12k +2023-05-07 05:20:40,099 - [INFO] - [E:15| 700]: Train Loss:0.0015327, Val MRR:0.40803, wikidata12k +2023-05-07 05:22:35,766 - [INFO] - [E:15| 800]: Train Loss:0.0015331, Val MRR:0.40803, wikidata12k +2023-05-07 05:23:47,486 - [INFO] - [E:15| 900]: Train Loss:0.0015326, Val MRR:0.40803, wikidata12k +2023-05-07 05:25:31,889 - [INFO] - [E:15| 1000]: Train Loss:0.0015319, Val MRR:0.40803, wikidata12k +2023-05-07 05:27:28,553 - [INFO] - [E:15| 1100]: Train Loss:0.0015319, Val MRR:0.40803, wikidata12k +2023-05-07 05:29:28,760 - [INFO] - [E:15| 1200]: Train Loss:0.0015322, Val MRR:0.40803, wikidata12k +2023-05-07 05:31:30,004 - [INFO] - [E:15| 1300]: Train Loss:0.001532, Val MRR:0.40803, wikidata12k +2023-05-07 05:33:31,008 - [INFO] - [E:15| 1400]: Train Loss:0.0015324, Val MRR:0.40803, wikidata12k +2023-05-07 05:35:22,677 - [INFO] - [E:15| 1500]: Train Loss:0.0015333, Val MRR:0.40803, wikidata12k +2023-05-07 05:37:26,878 - [INFO] - [E:15| 1600]: Train Loss:0.0015344, Val MRR:0.40803, wikidata12k +2023-05-07 05:39:30,933 - [INFO] - [E:15| 1700]: Train Loss:0.0015344, Val MRR:0.40803, wikidata12k +2023-05-07 05:41:33,827 - [INFO] - [E:15| 1800]: Train Loss:0.0015341, Val MRR:0.40803, wikidata12k +2023-05-07 05:43:24,651 - [INFO] - [E:15| 1900]: Train Loss:0.0015343, Val MRR:0.40803, wikidata12k +2023-05-07 05:45:28,280 - [INFO] - [E:15| 2000]: Train Loss:0.0015346, Val MRR:0.40803, wikidata12k +2023-05-07 05:47:32,123 - [INFO] - [E:15| 2100]: Train Loss:0.0015348, Val MRR:0.40803, wikidata12k +2023-05-07 05:49:35,548 - [INFO] - [E:15| 2200]: Train Loss:0.0015351, Val MRR:0.40803, wikidata12k +2023-05-07 05:51:29,021 - [INFO] - [E:15| 2300]: Train Loss:0.0015351, Val MRR:0.40803, wikidata12k +2023-05-07 05:53:30,388 - [INFO] - [E:15| 2400]: Train Loss:0.0015346, Val MRR:0.40803, wikidata12k +2023-05-07 05:55:36,252 - [INFO] - [E:15| 2500]: Train Loss:0.0015346, Val MRR:0.40803, wikidata12k +2023-05-07 05:57:41,525 - [INFO] - [E:15| 2600]: Train Loss:0.0015347, Val MRR:0.40803, wikidata12k +2023-05-07 05:59:47,355 - [INFO] - [E:15| 2700]: Train Loss:0.001535, Val MRR:0.40803, wikidata12k +2023-05-07 06:01:38,830 - [INFO] - [E:15| 2800]: Train Loss:0.0015353, Val MRR:0.40803, wikidata12k +2023-05-07 06:03:44,050 - [INFO] - [E:15| 2900]: Train Loss:0.0015357, Val MRR:0.40803, wikidata12k +2023-05-07 06:05:47,938 - [INFO] - [E:15| 3000]: Train Loss:0.0015356, Val MRR:0.40803, wikidata12k +2023-05-07 06:07:52,218 - [INFO] - [E:15| 3100]: Train Loss:0.0015361, Val MRR:0.40803, wikidata12k +2023-05-07 06:09:42,680 - [INFO] - [E:15| 3200]: Train Loss:0.0015362, Val MRR:0.40803, wikidata12k +2023-05-07 06:11:47,785 - [INFO] - [E:15| 3300]: Train Loss:0.0015365, Val MRR:0.40803, wikidata12k +2023-05-07 06:13:53,667 - [INFO] - [E:15| 3400]: Train Loss:0.0015366, Val MRR:0.40803, wikidata12k +2023-05-07 06:15:59,063 - [INFO] - [E:15| 3500]: Train Loss:0.0015367, Val MRR:0.40803, wikidata12k +2023-05-07 06:17:51,009 - [INFO] - [E:15| 3600]: Train Loss:0.0015367, Val MRR:0.40803, wikidata12k +2023-05-07 06:19:55,693 - [INFO] - [E:15| 3700]: Train Loss:0.0015369, Val MRR:0.40803, wikidata12k +2023-05-07 06:22:00,027 - [INFO] - [E:15| 3800]: Train Loss:0.0015367, Val MRR:0.40803, wikidata12k +2023-05-07 06:24:04,858 - [INFO] - [E:15| 3900]: Train Loss:0.0015367, Val MRR:0.40803, wikidata12k +2023-05-07 06:24:57,604 - [INFO] - [Epoch:15]: Training Loss:0.001537 + +2023-05-07 06:24:58,119 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 06:25:36,024 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 06:25:57,838 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 06:26:23,251 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 06:26:45,610 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.47163, Head : 0.26033, Avg : 0.36598 + +2023-05-07 06:26:45,610 - [INFO] - [Epoch 15]: Training Loss: 0.0015365, Valid MRR: 0.40803, + + + +2023-05-07 06:26:46,967 - [INFO] - [E:16| 0]: Train Loss:0.0014838, Val MRR:0.40803, wikidata12k +2023-05-07 06:28:53,291 - [INFO] - [E:16| 100]: Train Loss:0.0015307, Val MRR:0.40803, wikidata12k +2023-05-07 06:30:59,418 - [INFO] - [E:16| 200]: Train Loss:0.0015241, Val MRR:0.40803, wikidata12k +2023-05-07 06:33:04,007 - [INFO] - [E:16| 300]: Train Loss:0.0015208, Val MRR:0.40803, wikidata12k +2023-05-07 06:34:54,545 - [INFO] - [E:16| 400]: Train Loss:0.001522, Val MRR:0.40803, wikidata12k +2023-05-07 06:36:58,778 - [INFO] - [E:16| 500]: Train Loss:0.001522, Val MRR:0.40803, wikidata12k +2023-05-07 06:39:04,147 - [INFO] - [E:16| 600]: Train Loss:0.0015204, Val MRR:0.40803, wikidata12k +2023-05-07 06:41:10,129 - [INFO] - [E:16| 700]: Train Loss:0.0015214, Val MRR:0.40803, wikidata12k +2023-05-07 06:43:13,089 - [INFO] - [E:16| 800]: Train Loss:0.0015205, Val MRR:0.40803, wikidata12k +2023-05-07 06:45:06,222 - [INFO] - [E:16| 900]: Train Loss:0.0015207, Val MRR:0.40803, wikidata12k +2023-05-07 06:47:07,584 - [INFO] - [E:16| 1000]: Train Loss:0.0015211, Val MRR:0.40803, wikidata12k +2023-05-07 06:49:11,220 - [INFO] - [E:16| 1100]: Train Loss:0.0015209, Val MRR:0.40803, wikidata12k +2023-05-07 06:51:16,816 - [INFO] - [E:16| 1200]: Train Loss:0.0015206, Val MRR:0.40803, wikidata12k +2023-05-07 06:53:03,087 - [INFO] - [E:16| 1300]: Train Loss:0.0015202, Val MRR:0.40803, wikidata12k +2023-05-07 06:54:54,469 - [INFO] - [E:16| 1400]: Train Loss:0.0015204, Val MRR:0.40803, wikidata12k +2023-05-07 06:56:57,760 - [INFO] - [E:16| 1500]: Train Loss:0.0015204, Val MRR:0.40803, wikidata12k +2023-05-07 06:59:02,080 - [INFO] - [E:16| 1600]: Train Loss:0.0015209, Val MRR:0.40803, wikidata12k +2023-05-07 07:00:53,440 - [INFO] - [E:16| 1700]: Train Loss:0.0015203, Val MRR:0.40803, wikidata12k +2023-05-07 07:02:58,608 - [INFO] - [E:16| 1800]: Train Loss:0.0015208, Val MRR:0.40803, wikidata12k +2023-05-07 07:05:04,162 - [INFO] - [E:16| 1900]: Train Loss:0.0015206, Val MRR:0.40803, wikidata12k +2023-05-07 07:07:08,267 - [INFO] - [E:16| 2000]: Train Loss:0.001521, Val MRR:0.40803, wikidata12k +2023-05-07 07:08:59,416 - [INFO] - [E:16| 2100]: Train Loss:0.0015215, Val MRR:0.40803, wikidata12k +2023-05-07 07:11:04,576 - [INFO] - [E:16| 2200]: Train Loss:0.0015216, Val MRR:0.40803, wikidata12k +2023-05-07 07:13:10,491 - [INFO] - [E:16| 2300]: Train Loss:0.001522, Val MRR:0.40803, wikidata12k +2023-05-07 07:15:16,058 - [INFO] - [E:16| 2400]: Train Loss:0.0015223, Val MRR:0.40803, wikidata12k +2023-05-07 07:17:07,924 - [INFO] - [E:16| 2500]: Train Loss:0.0015226, Val MRR:0.40803, wikidata12k +2023-05-07 07:19:12,063 - [INFO] - [E:16| 2600]: Train Loss:0.0015222, Val MRR:0.40803, wikidata12k +2023-05-07 07:21:18,042 - [INFO] - [E:16| 2700]: Train Loss:0.0015225, Val MRR:0.40803, wikidata12k +2023-05-07 07:23:23,457 - [INFO] - [E:16| 2800]: Train Loss:0.0015228, Val MRR:0.40803, wikidata12k +2023-05-07 07:25:27,512 - [INFO] - [E:16| 2900]: Train Loss:0.0015229, Val MRR:0.40803, wikidata12k +2023-05-07 07:27:19,484 - [INFO] - [E:16| 3000]: Train Loss:0.0015232, Val MRR:0.40803, wikidata12k +2023-05-07 07:29:25,228 - [INFO] - [E:16| 3100]: Train Loss:0.001523, Val MRR:0.40803, wikidata12k +2023-05-07 07:31:30,583 - [INFO] - [E:16| 3200]: Train Loss:0.0015231, Val MRR:0.40803, wikidata12k +2023-05-07 07:33:35,806 - [INFO] - [E:16| 3300]: Train Loss:0.0015233, Val MRR:0.40803, wikidata12k +2023-05-07 07:35:26,749 - [INFO] - [E:16| 3400]: Train Loss:0.0015237, Val MRR:0.40803, wikidata12k +2023-05-07 07:37:32,310 - [INFO] - [E:16| 3500]: Train Loss:0.0015242, Val MRR:0.40803, wikidata12k +2023-05-07 07:39:37,628 - [INFO] - [E:16| 3600]: Train Loss:0.0015245, Val MRR:0.40803, wikidata12k +2023-05-07 07:41:42,238 - [INFO] - [E:16| 3700]: Train Loss:0.0015247, Val MRR:0.40803, wikidata12k +2023-05-07 07:43:33,556 - [INFO] - [E:16| 3800]: Train Loss:0.0015248, Val MRR:0.40803, wikidata12k +2023-05-07 07:45:36,884 - [INFO] - [E:16| 3900]: Train Loss:0.0015248, Val MRR:0.40803, wikidata12k +2023-05-07 07:46:29,595 - [INFO] - [Epoch:16]: Training Loss:0.001525 + +2023-05-07 07:46:29,984 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 07:47:08,306 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 07:47:31,544 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 07:48:10,713 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 07:48:32,273 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.46673, Head : 0.27508, Avg : 0.3709 + +2023-05-07 07:48:32,274 - [INFO] - [Epoch 16]: Training Loss: 0.001525, Valid MRR: 0.40803, + + + +2023-05-07 07:48:33,630 - [INFO] - [E:17| 0]: Train Loss:0.001513, Val MRR:0.40803, wikidata12k +2023-05-07 07:50:38,596 - [INFO] - [E:17| 100]: Train Loss:0.0015144, Val MRR:0.40803, wikidata12k +2023-05-07 07:52:30,107 - [INFO] - [E:17| 200]: Train Loss:0.0015077, Val MRR:0.40803, wikidata12k +2023-05-07 07:54:36,035 - [INFO] - [E:17| 300]: Train Loss:0.0015074, Val MRR:0.40803, wikidata12k +2023-05-07 07:56:40,364 - [INFO] - [E:17| 400]: Train Loss:0.0015085, Val MRR:0.40803, wikidata12k +2023-05-07 07:58:45,933 - [INFO] - [E:17| 500]: Train Loss:0.0015081, Val MRR:0.40803, wikidata12k +2023-05-07 08:00:38,258 - [INFO] - [E:17| 600]: Train Loss:0.0015064, Val MRR:0.40803, wikidata12k +2023-05-07 08:02:42,835 - [INFO] - [E:17| 700]: Train Loss:0.0015066, Val MRR:0.40803, wikidata12k +2023-05-07 08:04:48,673 - [INFO] - [E:17| 800]: Train Loss:0.0015073, Val MRR:0.40803, wikidata12k +2023-05-07 08:06:52,858 - [INFO] - [E:17| 900]: Train Loss:0.0015078, Val MRR:0.40803, wikidata12k +2023-05-07 08:08:44,620 - [INFO] - [E:17| 1000]: Train Loss:0.0015085, Val MRR:0.40803, wikidata12k +2023-05-07 08:10:49,986 - [INFO] - [E:17| 1100]: Train Loss:0.001509, Val MRR:0.40803, wikidata12k +2023-05-07 08:12:54,143 - [INFO] - [E:17| 1200]: Train Loss:0.0015083, Val MRR:0.40803, wikidata12k +2023-05-07 08:14:59,682 - [INFO] - [E:17| 1300]: Train Loss:0.0015092, Val MRR:0.40803, wikidata12k +2023-05-07 08:16:59,575 - [INFO] - [E:17| 1400]: Train Loss:0.0015095, Val MRR:0.40803, wikidata12k +2023-05-07 08:18:56,555 - [INFO] - [E:17| 1500]: Train Loss:0.0015088, Val MRR:0.40803, wikidata12k +2023-05-07 08:21:01,748 - [INFO] - [E:17| 1600]: Train Loss:0.0015096, Val MRR:0.40803, wikidata12k +2023-05-07 08:23:07,131 - [INFO] - [E:17| 1700]: Train Loss:0.0015098, Val MRR:0.40803, wikidata12k +2023-05-07 08:25:02,922 - [INFO] - [E:17| 1800]: Train Loss:0.0015103, Val MRR:0.40803, wikidata12k +2023-05-07 08:26:52,690 - [INFO] - [E:17| 1900]: Train Loss:0.0015105, Val MRR:0.40803, wikidata12k +2023-05-07 08:28:58,045 - [INFO] - [E:17| 2000]: Train Loss:0.0015103, Val MRR:0.40803, wikidata12k +2023-05-07 08:31:04,214 - [INFO] - [E:17| 2100]: Train Loss:0.0015107, Val MRR:0.40803, wikidata12k +2023-05-07 08:33:09,514 - [INFO] - [E:17| 2200]: Train Loss:0.0015108, Val MRR:0.40803, wikidata12k +2023-05-07 08:35:02,538 - [INFO] - [E:17| 2300]: Train Loss:0.0015114, Val MRR:0.40803, wikidata12k +2023-05-07 08:37:08,238 - [INFO] - [E:17| 2400]: Train Loss:0.0015114, Val MRR:0.40803, wikidata12k +2023-05-07 08:39:13,807 - [INFO] - [E:17| 2500]: Train Loss:0.0015111, Val MRR:0.40803, wikidata12k +2023-05-07 08:41:19,473 - [INFO] - [E:17| 2600]: Train Loss:0.0015117, Val MRR:0.40803, wikidata12k +2023-05-07 08:43:12,143 - [INFO] - [E:17| 2700]: Train Loss:0.0015116, Val MRR:0.40803, wikidata12k +2023-05-07 08:45:18,437 - [INFO] - [E:17| 2800]: Train Loss:0.0015118, Val MRR:0.40803, wikidata12k +2023-05-07 08:47:24,090 - [INFO] - [E:17| 2900]: Train Loss:0.0015121, Val MRR:0.40803, wikidata12k +2023-05-07 08:49:29,950 - [INFO] - [E:17| 3000]: Train Loss:0.0015121, Val MRR:0.40803, wikidata12k +2023-05-07 08:51:22,687 - [INFO] - [E:17| 3100]: Train Loss:0.0015123, Val MRR:0.40803, wikidata12k +2023-05-07 08:53:27,609 - [INFO] - [E:17| 3200]: Train Loss:0.0015125, Val MRR:0.40803, wikidata12k +2023-05-07 08:55:33,263 - [INFO] - [E:17| 3300]: Train Loss:0.0015129, Val MRR:0.40803, wikidata12k +2023-05-07 08:57:38,498 - [INFO] - [E:17| 3400]: Train Loss:0.0015135, Val MRR:0.40803, wikidata12k +2023-05-07 08:59:37,635 - [INFO] - [E:17| 3500]: Train Loss:0.0015139, Val MRR:0.40803, wikidata12k +2023-05-07 09:01:35,627 - [INFO] - [E:17| 3600]: Train Loss:0.001514, Val MRR:0.40803, wikidata12k +2023-05-07 09:03:41,257 - [INFO] - [E:17| 3700]: Train Loss:0.0015141, Val MRR:0.40803, wikidata12k +2023-05-07 09:05:45,872 - [INFO] - [E:17| 3800]: Train Loss:0.0015143, Val MRR:0.40803, wikidata12k +2023-05-07 09:07:48,402 - [INFO] - [E:17| 3900]: Train Loss:0.0015143, Val MRR:0.40803, wikidata12k +2023-05-07 09:08:27,473 - [INFO] - [Epoch:17]: Training Loss:0.001514 + +2023-05-07 09:08:27,759 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 09:09:05,922 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 09:09:28,134 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 09:10:06,448 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 09:10:28,311 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.46579, Head : 0.28206, Avg : 0.37392 + +2023-05-07 09:10:28,311 - [INFO] - [Epoch 17]: Training Loss: 0.0015144, Valid MRR: 0.40803, + + + +2023-05-07 09:10:29,303 - [INFO] - [E:18| 0]: Train Loss:0.0014566, Val MRR:0.40803, wikidata12k +2023-05-07 09:12:33,971 - [INFO] - [E:18| 100]: Train Loss:0.0014938, Val MRR:0.40803, wikidata12k +2023-05-07 09:14:39,986 - [INFO] - [E:18| 200]: Train Loss:0.0014987, Val MRR:0.40803, wikidata12k +2023-05-07 09:16:46,049 - [INFO] - [E:18| 300]: Train Loss:0.0014982, Val MRR:0.40803, wikidata12k +2023-05-07 09:18:36,530 - [INFO] - [E:18| 400]: Train Loss:0.0014981, Val MRR:0.40803, wikidata12k +2023-05-07 09:20:42,111 - [INFO] - [E:18| 500]: Train Loss:0.0014989, Val MRR:0.40803, wikidata12k +2023-05-07 09:22:48,416 - [INFO] - [E:18| 600]: Train Loss:0.0014995, Val MRR:0.40803, wikidata12k +2023-05-07 09:24:53,781 - [INFO] - [E:18| 700]: Train Loss:0.0014987, Val MRR:0.40803, wikidata12k +2023-05-07 09:26:44,852 - [INFO] - [E:18| 800]: Train Loss:0.0014979, Val MRR:0.40803, wikidata12k +2023-05-07 09:28:49,442 - [INFO] - [E:18| 900]: Train Loss:0.0014983, Val MRR:0.40803, wikidata12k +2023-05-07 09:30:54,021 - [INFO] - [E:18| 1000]: Train Loss:0.0014987, Val MRR:0.40803, wikidata12k +2023-05-07 09:32:59,848 - [INFO] - [E:18| 1100]: Train Loss:0.0014983, Val MRR:0.40803, wikidata12k +2023-05-07 09:34:53,011 - [INFO] - [E:18| 1200]: Train Loss:0.0014985, Val MRR:0.40803, wikidata12k +2023-05-07 09:36:58,580 - [INFO] - [E:18| 1300]: Train Loss:0.0014978, Val MRR:0.40803, wikidata12k +2023-05-07 09:39:01,767 - [INFO] - [E:18| 1400]: Train Loss:0.0014982, Val MRR:0.40803, wikidata12k +2023-05-07 09:41:07,334 - [INFO] - [E:18| 1500]: Train Loss:0.0014984, Val MRR:0.40803, wikidata12k +2023-05-07 09:42:59,243 - [INFO] - [E:18| 1600]: Train Loss:0.0014986, Val MRR:0.40803, wikidata12k +2023-05-07 09:45:04,166 - [INFO] - [E:18| 1700]: Train Loss:0.0014995, Val MRR:0.40803, wikidata12k +2023-05-07 09:47:07,629 - [INFO] - [E:18| 1800]: Train Loss:0.0014993, Val MRR:0.40803, wikidata12k +2023-05-07 09:49:12,804 - [INFO] - [E:18| 1900]: Train Loss:0.0014998, Val MRR:0.40803, wikidata12k +2023-05-07 09:51:14,651 - [INFO] - [E:18| 2000]: Train Loss:0.0014999, Val MRR:0.40803, wikidata12k +2023-05-07 09:53:08,145 - [INFO] - [E:18| 2100]: Train Loss:0.0015004, Val MRR:0.40803, wikidata12k +2023-05-07 09:55:07,377 - [INFO] - [E:18| 2200]: Train Loss:0.0015006, Val MRR:0.40803, wikidata12k +2023-05-07 09:56:59,212 - [INFO] - [E:18| 2300]: Train Loss:0.0015005, Val MRR:0.40803, wikidata12k +2023-05-07 09:59:00,700 - [INFO] - [E:18| 2400]: Train Loss:0.001501, Val MRR:0.40803, wikidata12k +2023-05-07 10:00:57,198 - [INFO] - [E:18| 2500]: Train Loss:0.001501, Val MRR:0.40803, wikidata12k +2023-05-07 10:03:02,347 - [INFO] - [E:18| 2600]: Train Loss:0.0015011, Val MRR:0.40803, wikidata12k +2023-05-07 10:05:07,688 - [INFO] - [E:18| 2700]: Train Loss:0.0015014, Val MRR:0.40803, wikidata12k +2023-05-07 10:07:12,923 - [INFO] - [E:18| 2800]: Train Loss:0.001502, Val MRR:0.40803, wikidata12k +2023-05-07 10:09:05,017 - [INFO] - [E:18| 2900]: Train Loss:0.0015019, Val MRR:0.40803, wikidata12k +2023-05-07 10:11:10,875 - [INFO] - [E:18| 3000]: Train Loss:0.0015021, Val MRR:0.40803, wikidata12k +2023-05-07 10:13:15,603 - [INFO] - [E:18| 3100]: Train Loss:0.0015022, Val MRR:0.40803, wikidata12k +2023-05-07 10:15:20,327 - [INFO] - [E:18| 3200]: Train Loss:0.0015027, Val MRR:0.40803, wikidata12k +2023-05-07 10:17:11,852 - [INFO] - [E:18| 3300]: Train Loss:0.0015031, Val MRR:0.40803, wikidata12k +2023-05-07 10:19:15,412 - [INFO] - [E:18| 3400]: Train Loss:0.0015033, Val MRR:0.40803, wikidata12k +2023-05-07 10:21:20,155 - [INFO] - [E:18| 3500]: Train Loss:0.0015033, Val MRR:0.40803, wikidata12k +2023-05-07 10:23:26,060 - [INFO] - [E:18| 3600]: Train Loss:0.0015034, Val MRR:0.40803, wikidata12k +2023-05-07 10:25:16,776 - [INFO] - [E:18| 3700]: Train Loss:0.0015034, Val MRR:0.40803, wikidata12k +2023-05-07 10:27:22,090 - [INFO] - [E:18| 3800]: Train Loss:0.0015037, Val MRR:0.40803, wikidata12k +2023-05-07 10:29:27,793 - [INFO] - [E:18| 3900]: Train Loss:0.0015038, Val MRR:0.40803, wikidata12k +2023-05-07 10:30:20,566 - [INFO] - [Epoch:18]: Training Loss:0.001504 + +2023-05-07 10:30:21,079 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k +2023-05-07 10:30:58,926 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k +2023-05-07 10:31:21,023 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k +2023-05-07 10:31:59,482 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k +2023-05-07 10:32:21,062 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.46944, Head : 0.28318, Avg : 0.37631 + +2023-05-07 10:32:21,062 - [INFO] - [Epoch 18]: Training Loss: 0.0015037, Valid MRR: 0.40803, + + + +2023-05-07 10:32:22,040 - [INFO] - [E:19| 0]: Train Loss:0.0014476, Val MRR:0.40803, wikidata12k +2023-05-07 10:34:12,736 - [INFO] - [E:19| 100]: Train Loss:0.0014835, Val MRR:0.40803, wikidata12k +2023-05-07 10:36:18,065 - [INFO] - [E:19| 200]: Train Loss:0.001486, Val MRR:0.40803, wikidata12k +2023-05-07 10:38:23,437 - [INFO] - [E:19| 300]: Train Loss:0.0014869, Val MRR:0.40803, wikidata12k +2023-05-07 10:40:29,077 - [INFO] - [E:19| 400]: Train Loss:0.0014836, Val MRR:0.40803, wikidata12k +2023-05-07 10:42:20,661 - [INFO] - [E:19| 500]: Train Loss:0.0014835, Val MRR:0.40803, wikidata12k +2023-05-07 10:44:25,950 - [INFO] - [E:19| 600]: Train Loss:0.0014842, Val MRR:0.40803, wikidata12k +2023-05-07 10:46:30,398 - [INFO] - [E:19| 700]: Train Loss:0.0014849, Val MRR:0.40803, wikidata12k +2023-05-07 10:48:35,739 - [INFO] - [E:19| 800]: Train Loss:0.0014857, Val MRR:0.40803, wikidata12k +2023-05-07 10:50:35,532 - [INFO] - [E:19| 900]: Train Loss:0.0014857, Val MRR:0.40803, wikidata12k +2023-05-07 10:52:33,637 - [INFO] - [E:19| 1000]: Train Loss:0.0014863, Val MRR:0.40803, wikidata12k +2023-05-07 10:54:39,378 - [INFO] - [E:19| 1100]: Train Loss:0.001487, Val MRR:0.40803, wikidata12k +2023-05-07 10:56:45,514 - [INFO] - [E:19| 1200]: Train Loss:0.0014879, Val MRR:0.40803, wikidata12k +2023-05-07 10:58:51,168 - [INFO] - [E:19| 1300]: Train Loss:0.0014879, Val MRR:0.40803, wikidata12k +2023-05-07 11:00:42,777 - [INFO] - [E:19| 1400]: Train Loss:0.0014882, Val MRR:0.40803, wikidata12k +2023-05-07 11:02:46,537 - [INFO] - [E:19| 1500]: Train Loss:0.0014889, Val MRR:0.40803, wikidata12k diff --git a/wikidata12k_1n.out b/wikidata12k_1n.out new file mode 100644 index 0000000..b593557 --- /dev/null +++ b/wikidata12k_1n.out @@ -0,0 +1,15209 @@ +nohup: ignoring input +2023-05-07 01:52:21,186 - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +{'batch_size': 128, + 'bias': False, + 'config_dir': './config/', + 'dataset': 'wikidata12k', + 'drop': 0.0, + 'drop_path': 0.0, + 'embed_dim': 400, + 'ent_vec_dim': 400, + 'expansion_factor': 4, + 'expansion_factor_token': 0.5, + 'feat_drop': 0.2, + 'filt_h': 1, + 'filt_w': 9, + 'form': 'plain', + 'gpu': '1', + 'hid_drop': 0.5, + 'image_h': 128, + 'image_w': 128, + 'in_channels': 1, + 'inp_drop': 0.2, + 'k_h': 20, + 'k_w': 10, + 'ker_sz': 9, + 'l2': 0.0, + 'lbl_smooth': 0.1, + 'log_dir': './log/', + 'lr': 0.0001, + 'max_epochs': 500, + 'mixer_depth': 16, + 'mixer_dim': 256, + 'mixer_dropout': 0.2, + 'name': 'wikidata12k_1n', + 'neg_num': 1000, + 'num_filt': 96, + 'num_workers': 0, + 'opt': 'adam', + 'out_channels': 32, + 'patch_size': 8, + 'perm': 1, + 'rel_vec_dim': 400, + 'restore': False, + 'seed': 42, + 'test_only': False, + 'train_strategy': 'one_to_n'} +2023-05-07 01:52:29,056 - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:53:31,449 - [INFO] - [E:0| 100]: Train Loss:0.36818, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:54:33,910 - [INFO] - [E:0| 200]: Train Loss:0.24098, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:55:36,506 - [INFO] - [E:0| 300]: Train Loss:0.17888, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:56:39,120 - [INFO] - [E:0| 400]: Train Loss:0.14237, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:57:41,694 - [INFO] - [E:0| 500]: Train Loss:0.11836, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:58:44,260 - [INFO] - [E:0| 600]: Train Loss:0.10135, Val MRR:0.0, wikidata12k_1n +2023-05-07 01:59:47,009 - [INFO] - [E:0| 700]: Train Loss:0.088688, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:00:49,704 - [INFO] - [E:0| 800]: Train Loss:0.078874, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:01:52,335 - [INFO] - [E:0| 900]: Train Loss:0.07105, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:02:54,958 - [INFO] - [E:0| 1000]: Train Loss:0.064663, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:03:57,619 - [INFO] - [E:0| 1100]: Train Loss:0.059354, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:05:00,383 - [INFO] - [E:0| 1200]: Train Loss:0.054869, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:06:03,163 - [INFO] - [E:0| 1300]: Train Loss:0.051031, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:07:05,948 - [INFO] - [E:0| 1400]: Train Loss:0.047706, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:08:08,669 - [INFO] - [E:0| 1500]: Train Loss:0.044797, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:09:11,420 - [INFO] - [E:0| 1600]: Train Loss:0.042233, Val MRR:0.0, wikidata12k_1n +2023-05-07 02:09:52,391 - [INFO] - [Epoch:0]: Training Loss:0.0407 + +2023-05-07 02:09:52,606 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 02:10:13,818 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 02:10:26,142 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 02:10:47,550 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 02:10:59,698 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.06042, Head : 0.00118, Avg : 0.0308 + +2023-05-07 02:11:00,762 - [INFO] - [Epoch 0]: Training Loss: 0.040702, Valid MRR: 0.0308, + + + +2023-05-07 02:11:01,406 - [INFO] - [E:1| 0]: Train Loss:0.0033464, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:12:04,100 - [INFO] - [E:1| 100]: Train Loss:0.0033706, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:13:06,902 - [INFO] - [E:1| 200]: Train Loss:0.0032656, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:14:09,668 - [INFO] - [E:1| 300]: Train Loss:0.0031737, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:15:12,507 - [INFO] - [E:1| 400]: Train Loss:0.0030914, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:16:15,291 - [INFO] - [E:1| 500]: Train Loss:0.0030205, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:17:17,985 - [INFO] - [E:1| 600]: Train Loss:0.002949, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:18:20,672 - [INFO] - [E:1| 700]: Train Loss:0.0028912, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:19:23,361 - [INFO] - [E:1| 800]: Train Loss:0.0028364, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:20:26,045 - [INFO] - [E:1| 900]: Train Loss:0.0027847, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:21:28,732 - [INFO] - [E:1| 1000]: Train Loss:0.0027397, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:22:31,517 - [INFO] - [E:1| 1100]: Train Loss:0.0026956, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:23:34,278 - [INFO] - [E:1| 1200]: Train Loss:0.002655, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:24:37,088 - [INFO] - [E:1| 1300]: Train Loss:0.002618, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:25:39,945 - [INFO] - [E:1| 1400]: Train Loss:0.0025838, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:26:42,762 - [INFO] - [E:1| 1500]: Train Loss:0.0025495, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:27:45,587 - [INFO] - [E:1| 1600]: Train Loss:0.0025188, Val MRR:0.0308, wikidata12k_1n +2023-05-07 02:28:26,661 - [INFO] - [Epoch:1]: Training Loss:0.002498 + +2023-05-07 02:28:26,876 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 02:28:48,097 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 02:29:00,399 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 02:29:21,787 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 02:29:33,954 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.06221, Head : 0.00192, Avg : 0.03207 + +2023-05-07 02:29:34,930 - [INFO] - [Epoch 1]: Training Loss: 0.0024981, Valid MRR: 0.03207, + + + +2023-05-07 02:29:35,579 - [INFO] - [E:2| 0]: Train Loss:0.0021833, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:30:38,414 - [INFO] - [E:2| 100]: Train Loss:0.0019995, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:31:41,219 - [INFO] - [E:2| 200]: Train Loss:0.0019884, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:32:44,047 - [INFO] - [E:2| 300]: Train Loss:0.0019871, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:33:46,904 - [INFO] - [E:2| 400]: Train Loss:0.0019755, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:34:49,677 - [INFO] - [E:2| 500]: Train Loss:0.0019677, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:35:52,474 - [INFO] - [E:2| 600]: Train Loss:0.001966, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:36:55,228 - [INFO] - [E:2| 700]: Train Loss:0.0019585, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:37:57,974 - [INFO] - [E:2| 800]: Train Loss:0.0019505, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:39:00,712 - [INFO] - [E:2| 900]: Train Loss:0.0019425, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:40:03,521 - [INFO] - [E:2| 1000]: Train Loss:0.0019371, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:41:06,323 - [INFO] - [E:2| 1100]: Train Loss:0.0019341, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:42:09,124 - [INFO] - [E:2| 1200]: Train Loss:0.0019284, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:43:11,826 - [INFO] - [E:2| 1300]: Train Loss:0.0019215, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:44:14,566 - [INFO] - [E:2| 1400]: Train Loss:0.0019151, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:45:17,353 - [INFO] - [E:2| 1500]: Train Loss:0.0019074, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:46:20,185 - [INFO] - [E:2| 1600]: Train Loss:0.0019006, Val MRR:0.03207, wikidata12k_1n +2023-05-07 02:47:01,228 - [INFO] - [Epoch:2]: Training Loss:0.001899 + +2023-05-07 02:47:01,443 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 02:47:22,651 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 02:47:34,935 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 02:47:56,325 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 02:48:08,489 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.11891, Head : 0.00363, Avg : 0.06127 + +2023-05-07 02:48:09,463 - [INFO] - [Epoch 2]: Training Loss: 0.0018994, Valid MRR: 0.06127, + + + +2023-05-07 02:48:10,111 - [INFO] - [E:3| 0]: Train Loss:0.0015976, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:49:12,892 - [INFO] - [E:3| 100]: Train Loss:0.0018211, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:50:15,736 - [INFO] - [E:3| 200]: Train Loss:0.0018081, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:51:18,431 - [INFO] - [E:3| 300]: Train Loss:0.0018128, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:52:21,095 - [INFO] - [E:3| 400]: Train Loss:0.0018067, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:53:23,791 - [INFO] - [E:3| 500]: Train Loss:0.0018005, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:54:26,467 - [INFO] - [E:3| 600]: Train Loss:0.0018001, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:55:29,166 - [INFO] - [E:3| 700]: Train Loss:0.0018, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:56:31,920 - [INFO] - [E:3| 800]: Train Loss:0.0017924, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:57:34,626 - [INFO] - [E:3| 900]: Train Loss:0.0017956, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:58:37,411 - [INFO] - [E:3| 1000]: Train Loss:0.0017934, Val MRR:0.06127, wikidata12k_1n +2023-05-07 02:59:40,189 - [INFO] - [E:3| 1100]: Train Loss:0.0017927, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:00:42,944 - [INFO] - [E:3| 1200]: Train Loss:0.0017907, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:01:45,706 - [INFO] - [E:3| 1300]: Train Loss:0.0017887, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:02:48,450 - [INFO] - [E:3| 1400]: Train Loss:0.001787, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:03:51,208 - [INFO] - [E:3| 1500]: Train Loss:0.0017848, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:04:53,966 - [INFO] - [E:3| 1600]: Train Loss:0.0017844, Val MRR:0.06127, wikidata12k_1n +2023-05-07 03:05:34,975 - [INFO] - [Epoch:3]: Training Loss:0.001783 + +2023-05-07 03:05:35,190 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 03:05:56,407 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 03:06:08,676 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 03:06:30,038 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 03:06:42,198 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.11221, Head : 0.01417, Avg : 0.06319 + +2023-05-07 03:06:43,165 - [INFO] - [Epoch 3]: Training Loss: 0.0017828, Valid MRR: 0.06319, + + + +2023-05-07 03:06:43,808 - [INFO] - [E:4| 0]: Train Loss:0.0020733, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:07:46,665 - [INFO] - [E:4| 100]: Train Loss:0.0017504, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:08:49,397 - [INFO] - [E:4| 200]: Train Loss:0.0017331, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:09:52,147 - [INFO] - [E:4| 300]: Train Loss:0.0017346, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:10:54,907 - [INFO] - [E:4| 400]: Train Loss:0.0017423, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:11:57,653 - [INFO] - [E:4| 500]: Train Loss:0.001739, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:13:00,429 - [INFO] - [E:4| 600]: Train Loss:0.0017404, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:14:03,187 - [INFO] - [E:4| 700]: Train Loss:0.0017347, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:15:05,951 - [INFO] - [E:4| 800]: Train Loss:0.0017331, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:16:08,768 - [INFO] - [E:4| 900]: Train Loss:0.0017322, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:17:11,528 - [INFO] - [E:4| 1000]: Train Loss:0.0017312, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:18:14,323 - [INFO] - [E:4| 1100]: Train Loss:0.0017263, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:19:17,116 - [INFO] - [E:4| 1200]: Train Loss:0.0017224, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:20:19,918 - [INFO] - [E:4| 1300]: Train Loss:0.0017203, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:21:22,635 - [INFO] - [E:4| 1400]: Train Loss:0.0017185, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:22:25,440 - [INFO] - [E:4| 1500]: Train Loss:0.0017168, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:23:28,238 - [INFO] - [E:4| 1600]: Train Loss:0.0017148, Val MRR:0.06319, wikidata12k_1n +2023-05-07 03:24:09,220 - [INFO] - [Epoch:4]: Training Loss:0.001714 + +2023-05-07 03:24:09,434 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 03:24:30,633 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 03:24:42,936 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 03:25:04,406 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 03:25:16,568 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.18771, Head : 0.01117, Avg : 0.09944 + +2023-05-07 03:25:17,547 - [INFO] - [Epoch 4]: Training Loss: 0.0017139, Valid MRR: 0.09944, + + + +2023-05-07 03:25:18,192 - [INFO] - [E:5| 0]: Train Loss:0.00183, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:26:20,983 - [INFO] - [E:5| 100]: Train Loss:0.0016802, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:27:23,828 - [INFO] - [E:5| 200]: Train Loss:0.0016684, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:28:26,568 - [INFO] - [E:5| 300]: Train Loss:0.0016721, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:29:29,332 - [INFO] - [E:5| 400]: Train Loss:0.0016773, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:30:32,025 - [INFO] - [E:5| 500]: Train Loss:0.001675, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:31:34,702 - [INFO] - [E:5| 600]: Train Loss:0.0016721, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:32:37,360 - [INFO] - [E:5| 700]: Train Loss:0.0016688, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:33:40,148 - [INFO] - [E:5| 800]: Train Loss:0.0016657, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:34:42,918 - [INFO] - [E:5| 900]: Train Loss:0.0016613, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:35:45,679 - [INFO] - [E:5| 1000]: Train Loss:0.0016636, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:36:48,423 - [INFO] - [E:5| 1100]: Train Loss:0.0016614, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:37:51,213 - [INFO] - [E:5| 1200]: Train Loss:0.0016577, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:38:53,948 - [INFO] - [E:5| 1300]: Train Loss:0.0016535, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:39:56,697 - [INFO] - [E:5| 1400]: Train Loss:0.0016519, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:40:59,442 - [INFO] - [E:5| 1500]: Train Loss:0.001649, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:42:02,265 - [INFO] - [E:5| 1600]: Train Loss:0.0016468, Val MRR:0.09944, wikidata12k_1n +2023-05-07 03:42:43,255 - [INFO] - [Epoch:5]: Training Loss:0.001645 + +2023-05-07 03:42:43,470 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 03:43:04,683 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 03:43:16,960 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 03:43:38,334 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 03:43:50,496 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.23627, Head : 0.0232, Avg : 0.12974 + +2023-05-07 03:43:51,479 - [INFO] - [Epoch 5]: Training Loss: 0.001645, Valid MRR: 0.12974, + + + +2023-05-07 03:43:52,127 - [INFO] - [E:6| 0]: Train Loss:0.0015559, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:44:54,860 - [INFO] - [E:6| 100]: Train Loss:0.0015948, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:45:57,683 - [INFO] - [E:6| 200]: Train Loss:0.0015958, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:47:00,539 - [INFO] - [E:6| 300]: Train Loss:0.0016027, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:48:03,360 - [INFO] - [E:6| 400]: Train Loss:0.0016015, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:49:06,176 - [INFO] - [E:6| 500]: Train Loss:0.0015987, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:50:08,989 - [INFO] - [E:6| 600]: Train Loss:0.0015952, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:51:11,801 - [INFO] - [E:6| 700]: Train Loss:0.001594, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:52:14,498 - [INFO] - [E:6| 800]: Train Loss:0.0015909, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:53:17,325 - [INFO] - [E:6| 900]: Train Loss:0.0015903, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:54:20,083 - [INFO] - [E:6| 1000]: Train Loss:0.0015857, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:55:22,821 - [INFO] - [E:6| 1100]: Train Loss:0.0015837, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:56:25,554 - [INFO] - [E:6| 1200]: Train Loss:0.0015802, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:57:28,274 - [INFO] - [E:6| 1300]: Train Loss:0.0015785, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:58:30,993 - [INFO] - [E:6| 1400]: Train Loss:0.0015745, Val MRR:0.12974, wikidata12k_1n +2023-05-07 03:59:33,803 - [INFO] - [E:6| 1500]: Train Loss:0.0015722, Val MRR:0.12974, wikidata12k_1n +2023-05-07 04:00:36,583 - [INFO] - [E:6| 1600]: Train Loss:0.0015693, Val MRR:0.12974, wikidata12k_1n +2023-05-07 04:01:17,560 - [INFO] - [Epoch:6]: Training Loss:0.001568 + +2023-05-07 04:01:17,775 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 04:01:38,981 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 04:01:51,274 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 04:02:12,638 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 04:02:24,789 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.26619, Head : 0.08368, Avg : 0.17494 + +2023-05-07 04:02:25,744 - [INFO] - [Epoch 6]: Training Loss: 0.0015678, Valid MRR: 0.17494, + + + +2023-05-07 04:02:26,386 - [INFO] - [E:7| 0]: Train Loss:0.0013972, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:03:29,104 - [INFO] - [E:7| 100]: Train Loss:0.0015124, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:04:31,951 - [INFO] - [E:7| 200]: Train Loss:0.0015043, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:05:34,665 - [INFO] - [E:7| 300]: Train Loss:0.001503, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:06:37,365 - [INFO] - [E:7| 400]: Train Loss:0.0015065, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:07:40,114 - [INFO] - [E:7| 500]: Train Loss:0.0015093, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:08:42,945 - [INFO] - [E:7| 600]: Train Loss:0.0015076, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:09:45,728 - [INFO] - [E:7| 700]: Train Loss:0.0015023, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:10:48,476 - [INFO] - [E:7| 800]: Train Loss:0.0015023, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:11:51,283 - [INFO] - [E:7| 900]: Train Loss:0.0015005, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:12:54,114 - [INFO] - [E:7| 1000]: Train Loss:0.0014996, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:13:56,944 - [INFO] - [E:7| 1100]: Train Loss:0.0014985, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:14:59,666 - [INFO] - [E:7| 1200]: Train Loss:0.0014967, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:16:02,376 - [INFO] - [E:7| 1300]: Train Loss:0.0014949, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:17:05,193 - [INFO] - [E:7| 1400]: Train Loss:0.0014923, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:18:08,008 - [INFO] - [E:7| 1500]: Train Loss:0.0014895, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:19:10,836 - [INFO] - [E:7| 1600]: Train Loss:0.0014878, Val MRR:0.17494, wikidata12k_1n +2023-05-07 04:19:51,864 - [INFO] - [Epoch:7]: Training Loss:0.001487 + +2023-05-07 04:19:52,078 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 04:20:13,272 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 04:20:25,542 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 04:20:46,908 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 04:20:59,064 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.31134, Head : 0.10382, Avg : 0.20758 + +2023-05-07 04:21:00,016 - [INFO] - [Epoch 7]: Training Loss: 0.0014871, Valid MRR: 0.20758, + + + +2023-05-07 04:21:00,663 - [INFO] - [E:8| 0]: Train Loss:0.0014889, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:22:03,371 - [INFO] - [E:8| 100]: Train Loss:0.0014339, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:23:06,057 - [INFO] - [E:8| 200]: Train Loss:0.0014303, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:24:08,800 - [INFO] - [E:8| 300]: Train Loss:0.0014265, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:25:11,674 - [INFO] - [E:8| 400]: Train Loss:0.0014335, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:26:14,443 - [INFO] - [E:8| 500]: Train Loss:0.0014348, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:27:17,225 - [INFO] - [E:8| 600]: Train Loss:0.001433, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:28:19,956 - [INFO] - [E:8| 700]: Train Loss:0.0014314, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:29:22,687 - [INFO] - [E:8| 800]: Train Loss:0.0014316, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:30:25,457 - [INFO] - [E:8| 900]: Train Loss:0.0014308, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:31:28,235 - [INFO] - [E:8| 1000]: Train Loss:0.0014282, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:32:31,041 - [INFO] - [E:8| 1100]: Train Loss:0.0014276, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:33:33,914 - [INFO] - [E:8| 1200]: Train Loss:0.0014263, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:34:36,737 - [INFO] - [E:8| 1300]: Train Loss:0.0014243, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:35:39,580 - [INFO] - [E:8| 1400]: Train Loss:0.0014211, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:36:42,417 - [INFO] - [E:8| 1500]: Train Loss:0.0014194, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:37:45,210 - [INFO] - [E:8| 1600]: Train Loss:0.0014166, Val MRR:0.20758, wikidata12k_1n +2023-05-07 04:38:26,225 - [INFO] - [Epoch:8]: Training Loss:0.001416 + +2023-05-07 04:38:26,439 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 04:38:47,687 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 04:38:59,964 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 04:39:21,354 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 04:39:33,521 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.34422, Head : 0.10869, Avg : 0.22646 + +2023-05-07 04:39:34,493 - [INFO] - [Epoch 8]: Training Loss: 0.0014159, Valid MRR: 0.22646, + + + +2023-05-07 04:39:35,139 - [INFO] - [E:9| 0]: Train Loss:0.001378, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:40:37,913 - [INFO] - [E:9| 100]: Train Loss:0.0013753, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:41:40,700 - [INFO] - [E:9| 200]: Train Loss:0.0013832, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:42:43,499 - [INFO] - [E:9| 300]: Train Loss:0.0013779, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:43:46,165 - [INFO] - [E:9| 400]: Train Loss:0.0013753, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:44:48,934 - [INFO] - [E:9| 500]: Train Loss:0.0013735, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:45:51,652 - [INFO] - [E:9| 600]: Train Loss:0.0013739, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:46:54,401 - [INFO] - [E:9| 700]: Train Loss:0.0013704, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:47:57,088 - [INFO] - [E:9| 800]: Train Loss:0.0013698, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:48:59,886 - [INFO] - [E:9| 900]: Train Loss:0.0013686, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:50:02,670 - [INFO] - [E:9| 1000]: Train Loss:0.0013668, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:51:05,491 - [INFO] - [E:9| 1100]: Train Loss:0.001366, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:52:08,286 - [INFO] - [E:9| 1200]: Train Loss:0.0013644, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:53:11,095 - [INFO] - [E:9| 1300]: Train Loss:0.0013627, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:54:13,901 - [INFO] - [E:9| 1400]: Train Loss:0.0013608, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:55:16,735 - [INFO] - [E:9| 1500]: Train Loss:0.0013597, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:56:19,567 - [INFO] - [E:9| 1600]: Train Loss:0.001359, Val MRR:0.22646, wikidata12k_1n +2023-05-07 04:57:00,654 - [INFO] - [Epoch:9]: Training Loss:0.001358 + +2023-05-07 04:57:00,869 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 04:57:22,066 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 04:57:34,340 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 04:57:55,708 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 04:58:07,859 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.35736, Head : 0.11812, Avg : 0.23774 + MR: Tail : 563.82, Head : 1004.1, Avg : 783.97 + Hit-1: Tail : 0.29558, Head : 0.06953, Avg : 0.18255 + Hit-3: Tail : 0.38925, Head : 0.14549, Avg : 0.26737 + Hit-10: Tail : 0.4515, Head : 0.21175, Avg : 0.33163 +2023-05-07 04:58:08,820 - [INFO] - [Epoch 9]: Training Loss: 0.0013582, Valid MRR: 0.23774, + + + +2023-05-07 04:58:09,460 - [INFO] - [E:10| 0]: Train Loss:0.001328, Val MRR:0.23774, wikidata12k_1n +2023-05-07 04:59:12,142 - [INFO] - [E:10| 100]: Train Loss:0.0013288, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:00:14,867 - [INFO] - [E:10| 200]: Train Loss:0.0013281, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:01:17,547 - [INFO] - [E:10| 300]: Train Loss:0.0013253, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:02:20,321 - [INFO] - [E:10| 400]: Train Loss:0.0013263, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:03:23,063 - [INFO] - [E:10| 500]: Train Loss:0.0013244, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:04:25,833 - [INFO] - [E:10| 600]: Train Loss:0.0013208, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:05:28,592 - [INFO] - [E:10| 700]: Train Loss:0.001321, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:06:31,374 - [INFO] - [E:10| 800]: Train Loss:0.0013199, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:07:34,066 - [INFO] - [E:10| 900]: Train Loss:0.0013196, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:08:36,867 - [INFO] - [E:10| 1000]: Train Loss:0.001319, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:09:39,597 - [INFO] - [E:10| 1100]: Train Loss:0.0013176, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:10:42,302 - [INFO] - [E:10| 1200]: Train Loss:0.0013162, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:11:45,026 - [INFO] - [E:10| 1300]: Train Loss:0.001314, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:12:47,755 - [INFO] - [E:10| 1400]: Train Loss:0.0013137, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:13:50,438 - [INFO] - [E:10| 1500]: Train Loss:0.0013137, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:14:53,146 - [INFO] - [E:10| 1600]: Train Loss:0.0013126, Val MRR:0.23774, wikidata12k_1n +2023-05-07 05:15:34,140 - [INFO] - [Epoch:10]: Training Loss:0.001312 + +2023-05-07 05:15:34,354 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 05:15:55,556 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 05:16:07,819 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 05:16:29,187 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 05:16:41,405 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.36938, Head : 0.14159, Avg : 0.25549 + +2023-05-07 05:16:42,477 - [INFO] - [Epoch 10]: Training Loss: 0.0013121, Valid MRR: 0.25549, + + + +2023-05-07 05:16:43,123 - [INFO] - [E:11| 0]: Train Loss:0.0012586, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:17:45,914 - [INFO] - [E:11| 100]: Train Loss:0.0012849, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:18:48,693 - [INFO] - [E:11| 200]: Train Loss:0.001288, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:19:51,465 - [INFO] - [E:11| 300]: Train Loss:0.0012863, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:20:54,260 - [INFO] - [E:11| 400]: Train Loss:0.0012872, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:21:57,060 - [INFO] - [E:11| 500]: Train Loss:0.0012865, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:22:59,821 - [INFO] - [E:11| 600]: Train Loss:0.0012851, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:24:02,693 - [INFO] - [E:11| 700]: Train Loss:0.001286, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:25:05,482 - [INFO] - [E:11| 800]: Train Loss:0.0012855, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:26:08,213 - [INFO] - [E:11| 900]: Train Loss:0.0012833, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:27:10,925 - [INFO] - [E:11| 1000]: Train Loss:0.0012815, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:28:13,612 - [INFO] - [E:11| 1100]: Train Loss:0.0012795, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:29:16,328 - [INFO] - [E:11| 1200]: Train Loss:0.0012789, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:30:19,013 - [INFO] - [E:11| 1300]: Train Loss:0.0012784, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:31:21,682 - [INFO] - [E:11| 1400]: Train Loss:0.0012777, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:32:24,358 - [INFO] - [E:11| 1500]: Train Loss:0.0012765, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:33:27,024 - [INFO] - [E:11| 1600]: Train Loss:0.0012753, Val MRR:0.25549, wikidata12k_1n +2023-05-07 05:34:08,131 - [INFO] - [Epoch:11]: Training Loss:0.001275 + +2023-05-07 05:34:08,346 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 05:34:29,540 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 05:34:41,829 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 05:35:03,202 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 05:35:15,352 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.39332, Head : 0.14843, Avg : 0.27087 + +2023-05-07 05:35:16,334 - [INFO] - [Epoch 11]: Training Loss: 0.0012747, Valid MRR: 0.27087, + + + +2023-05-07 05:35:16,978 - [INFO] - [E:12| 0]: Train Loss:0.0012307, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:36:19,763 - [INFO] - [E:12| 100]: Train Loss:0.0012547, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:37:22,560 - [INFO] - [E:12| 200]: Train Loss:0.0012587, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:38:25,304 - [INFO] - [E:12| 300]: Train Loss:0.0012569, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:39:28,034 - [INFO] - [E:12| 400]: Train Loss:0.0012555, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:40:31,012 - [INFO] - [E:12| 500]: Train Loss:0.0012544, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:41:33,931 - [INFO] - [E:12| 600]: Train Loss:0.0012541, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:42:36,648 - [INFO] - [E:12| 700]: Train Loss:0.001253, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:43:39,494 - [INFO] - [E:12| 800]: Train Loss:0.0012513, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:44:42,292 - [INFO] - [E:12| 900]: Train Loss:0.00125, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:45:45,090 - [INFO] - [E:12| 1000]: Train Loss:0.001249, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:46:47,904 - [INFO] - [E:12| 1100]: Train Loss:0.001249, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:47:50,710 - [INFO] - [E:12| 1200]: Train Loss:0.001248, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:48:53,518 - [INFO] - [E:12| 1300]: Train Loss:0.0012472, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:49:56,338 - [INFO] - [E:12| 1400]: Train Loss:0.0012469, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:50:59,157 - [INFO] - [E:12| 1500]: Train Loss:0.0012464, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:52:01,982 - [INFO] - [E:12| 1600]: Train Loss:0.001246, Val MRR:0.27087, wikidata12k_1n +2023-05-07 05:52:42,995 - [INFO] - [Epoch:12]: Training Loss:0.001245 + +2023-05-07 05:52:43,211 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 05:53:04,413 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 05:53:16,694 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 05:53:38,076 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 05:53:50,243 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.40814, Head : 0.16731, Avg : 0.28773 + +2023-05-07 05:53:51,214 - [INFO] - [Epoch 12]: Training Loss: 0.0012454, Valid MRR: 0.28773, + + + +2023-05-07 05:53:51,865 - [INFO] - [E:13| 0]: Train Loss:0.0012444, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:54:54,628 - [INFO] - [E:13| 100]: Train Loss:0.0012335, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:55:57,361 - [INFO] - [E:13| 200]: Train Loss:0.0012306, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:57:00,132 - [INFO] - [E:13| 300]: Train Loss:0.0012281, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:58:02,913 - [INFO] - [E:13| 400]: Train Loss:0.0012265, Val MRR:0.28773, wikidata12k_1n +2023-05-07 05:59:05,686 - [INFO] - [E:13| 500]: Train Loss:0.0012243, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:00:08,498 - [INFO] - [E:13| 600]: Train Loss:0.0012241, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:01:11,327 - [INFO] - [E:13| 700]: Train Loss:0.0012246, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:02:14,087 - [INFO] - [E:13| 800]: Train Loss:0.001225, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:03:16,896 - [INFO] - [E:13| 900]: Train Loss:0.0012245, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:04:19,682 - [INFO] - [E:13| 1000]: Train Loss:0.0012243, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:05:22,455 - [INFO] - [E:13| 1100]: Train Loss:0.0012232, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:06:25,199 - [INFO] - [E:13| 1200]: Train Loss:0.0012232, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:07:27,923 - [INFO] - [E:13| 1300]: Train Loss:0.0012232, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:08:30,629 - [INFO] - [E:13| 1400]: Train Loss:0.0012226, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:09:33,449 - [INFO] - [E:13| 1500]: Train Loss:0.0012217, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:10:36,218 - [INFO] - [E:13| 1600]: Train Loss:0.0012206, Val MRR:0.28773, wikidata12k_1n +2023-05-07 06:11:17,235 - [INFO] - [Epoch:13]: Training Loss:0.00122 + +2023-05-07 06:11:17,451 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 06:11:38,684 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 06:11:50,968 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 06:12:12,359 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 06:12:24,522 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.41386, Head : 0.17998, Avg : 0.29692 + +2023-05-07 06:12:25,488 - [INFO] - [Epoch 13]: Training Loss: 0.0012203, Valid MRR: 0.29692, + + + +2023-05-07 06:12:26,136 - [INFO] - [E:14| 0]: Train Loss:0.0013743, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:13:28,946 - [INFO] - [E:14| 100]: Train Loss:0.0012047, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:14:31,882 - [INFO] - [E:14| 200]: Train Loss:0.0012093, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:15:34,809 - [INFO] - [E:14| 300]: Train Loss:0.0012106, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:16:37,615 - [INFO] - [E:14| 400]: Train Loss:0.0012068, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:17:40,506 - [INFO] - [E:14| 500]: Train Loss:0.0012081, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:18:43,319 - [INFO] - [E:14| 600]: Train Loss:0.0012054, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:19:46,074 - [INFO] - [E:14| 700]: Train Loss:0.0012065, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:20:48,861 - [INFO] - [E:14| 800]: Train Loss:0.0012044, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:21:51,638 - [INFO] - [E:14| 900]: Train Loss:0.0012038, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:22:54,428 - [INFO] - [E:14| 1000]: Train Loss:0.0012025, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:23:57,149 - [INFO] - [E:14| 1100]: Train Loss:0.0012029, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:24:59,835 - [INFO] - [E:14| 1200]: Train Loss:0.0012017, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:26:02,597 - [INFO] - [E:14| 1300]: Train Loss:0.0012017, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:27:05,386 - [INFO] - [E:14| 1400]: Train Loss:0.0012013, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:28:08,088 - [INFO] - [E:14| 1500]: Train Loss:0.0012013, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:29:10,811 - [INFO] - [E:14| 1600]: Train Loss:0.0012002, Val MRR:0.29692, wikidata12k_1n +2023-05-07 06:29:51,793 - [INFO] - [Epoch:14]: Training Loss:0.001199 + +2023-05-07 06:29:52,008 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 06:30:13,208 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 06:30:25,486 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 06:30:46,876 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 06:30:59,045 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.43424, Head : 0.17797, Avg : 0.3061 + +2023-05-07 06:31:00,062 - [INFO] - [Epoch 14]: Training Loss: 0.0011994, Valid MRR: 0.3061, + + + +2023-05-07 06:31:00,714 - [INFO] - [E:15| 0]: Train Loss:0.0011567, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:32:03,506 - [INFO] - [E:15| 100]: Train Loss:0.0011923, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:33:06,328 - [INFO] - [E:15| 200]: Train Loss:0.0011873, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:34:09,149 - [INFO] - [E:15| 300]: Train Loss:0.0011888, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:35:12,006 - [INFO] - [E:15| 400]: Train Loss:0.0011867, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:36:14,710 - [INFO] - [E:15| 500]: Train Loss:0.0011862, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:37:17,721 - [INFO] - [E:15| 600]: Train Loss:0.0011851, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:38:20,671 - [INFO] - [E:15| 700]: Train Loss:0.0011853, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:39:23,365 - [INFO] - [E:15| 800]: Train Loss:0.0011844, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:40:26,055 - [INFO] - [E:15| 900]: Train Loss:0.0011833, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:41:28,763 - [INFO] - [E:15| 1000]: Train Loss:0.0011833, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:42:31,554 - [INFO] - [E:15| 1100]: Train Loss:0.0011826, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:43:34,430 - [INFO] - [E:15| 1200]: Train Loss:0.001183, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:44:37,154 - [INFO] - [E:15| 1300]: Train Loss:0.001183, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:45:39,893 - [INFO] - [E:15| 1400]: Train Loss:0.0011828, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:46:42,616 - [INFO] - [E:15| 1500]: Train Loss:0.001182, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:47:45,354 - [INFO] - [E:15| 1600]: Train Loss:0.0011827, Val MRR:0.3061, wikidata12k_1n +2023-05-07 06:48:26,333 - [INFO] - [Epoch:15]: Training Loss:0.001182 + +2023-05-07 06:48:26,547 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 06:48:47,776 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 06:49:00,052 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 06:49:21,417 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 06:49:33,585 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.4419, Head : 0.23182, Avg : 0.33686 + +2023-05-07 06:49:34,558 - [INFO] - [Epoch 15]: Training Loss: 0.0011824, Valid MRR: 0.33686, + + + +2023-05-07 06:49:35,219 - [INFO] - [E:16| 0]: Train Loss:0.0011444, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:50:37,988 - [INFO] - [E:16| 100]: Train Loss:0.0011727, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:51:40,941 - [INFO] - [E:16| 200]: Train Loss:0.001173, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:52:43,736 - [INFO] - [E:16| 300]: Train Loss:0.001171, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:53:46,604 - [INFO] - [E:16| 400]: Train Loss:0.0011733, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:54:49,474 - [INFO] - [E:16| 500]: Train Loss:0.0011726, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:55:52,705 - [INFO] - [E:16| 600]: Train Loss:0.0011714, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:56:55,513 - [INFO] - [E:16| 700]: Train Loss:0.0011697, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:57:58,350 - [INFO] - [E:16| 800]: Train Loss:0.0011684, Val MRR:0.33686, wikidata12k_1n +2023-05-07 06:59:01,168 - [INFO] - [E:16| 900]: Train Loss:0.0011687, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:00:04,033 - [INFO] - [E:16| 1000]: Train Loss:0.0011677, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:01:06,865 - [INFO] - [E:16| 1100]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:02:09,666 - [INFO] - [E:16| 1200]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:03:12,504 - [INFO] - [E:16| 1300]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:04:15,317 - [INFO] - [E:16| 1400]: Train Loss:0.0011679, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:05:18,145 - [INFO] - [E:16| 1500]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:06:20,970 - [INFO] - [E:16| 1600]: Train Loss:0.0011668, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:07:02,021 - [INFO] - [Epoch:16]: Training Loss:0.001167 + +2023-05-07 07:07:02,235 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 07:07:23,474 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 07:07:35,774 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 07:07:57,157 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 07:08:09,315 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.4462, Head : 0.21005, Avg : 0.32813 + +2023-05-07 07:08:09,315 - [INFO] - [Epoch 16]: Training Loss: 0.0011668, Valid MRR: 0.33686, + + + +2023-05-07 07:08:09,956 - [INFO] - [E:17| 0]: Train Loss:0.0011863, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:09:12,896 - [INFO] - [E:17| 100]: Train Loss:0.0011525, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:10:15,705 - [INFO] - [E:17| 200]: Train Loss:0.0011555, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:11:18,545 - [INFO] - [E:17| 300]: Train Loss:0.0011538, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:12:21,341 - [INFO] - [E:17| 400]: Train Loss:0.0011562, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:13:24,149 - [INFO] - [E:17| 500]: Train Loss:0.001158, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:14:26,954 - [INFO] - [E:17| 600]: Train Loss:0.0011578, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:15:29,731 - [INFO] - [E:17| 700]: Train Loss:0.0011572, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:16:32,503 - [INFO] - [E:17| 800]: Train Loss:0.0011565, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:17:35,347 - [INFO] - [E:17| 900]: Train Loss:0.001156, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:18:38,278 - [INFO] - [E:17| 1000]: Train Loss:0.0011558, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:19:41,086 - [INFO] - [E:17| 1100]: Train Loss:0.0011552, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:20:43,968 - [INFO] - [E:17| 1200]: Train Loss:0.001155, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:21:46,765 - [INFO] - [E:17| 1300]: Train Loss:0.0011554, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:22:49,572 - [INFO] - [E:17| 1400]: Train Loss:0.0011553, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:23:52,431 - [INFO] - [E:17| 1500]: Train Loss:0.0011552, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:24:55,257 - [INFO] - [E:17| 1600]: Train Loss:0.0011546, Val MRR:0.33686, wikidata12k_1n +2023-05-07 07:25:36,315 - [INFO] - [Epoch:17]: Training Loss:0.001155 + +2023-05-07 07:25:36,538 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 07:25:57,805 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 07:26:10,089 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 07:26:31,481 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 07:26:43,644 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.45004, Head : 0.24082, Avg : 0.34543 + +2023-05-07 07:26:44,674 - [INFO] - [Epoch 17]: Training Loss: 0.0011545, Valid MRR: 0.34543, + + + +2023-05-07 07:26:45,328 - [INFO] - [E:18| 0]: Train Loss:0.0011738, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:27:48,073 - [INFO] - [E:18| 100]: Train Loss:0.0011495, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:28:50,795 - [INFO] - [E:18| 200]: Train Loss:0.001147, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:29:53,504 - [INFO] - [E:18| 300]: Train Loss:0.001146, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:30:56,197 - [INFO] - [E:18| 400]: Train Loss:0.0011465, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:31:58,904 - [INFO] - [E:18| 500]: Train Loss:0.0011464, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:33:01,715 - [INFO] - [E:18| 600]: Train Loss:0.0011469, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:34:04,478 - [INFO] - [E:18| 700]: Train Loss:0.0011476, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:35:07,313 - [INFO] - [E:18| 800]: Train Loss:0.0011476, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:36:10,129 - [INFO] - [E:18| 900]: Train Loss:0.0011467, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:37:12,937 - [INFO] - [E:18| 1000]: Train Loss:0.0011465, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:38:15,730 - [INFO] - [E:18| 1100]: Train Loss:0.0011463, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:39:18,519 - [INFO] - [E:18| 1200]: Train Loss:0.0011451, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:40:21,341 - [INFO] - [E:18| 1300]: Train Loss:0.001145, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:41:24,098 - [INFO] - [E:18| 1400]: Train Loss:0.0011445, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:42:26,888 - [INFO] - [E:18| 1500]: Train Loss:0.0011442, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:43:29,831 - [INFO] - [E:18| 1600]: Train Loss:0.0011442, Val MRR:0.34543, wikidata12k_1n +2023-05-07 07:44:10,857 - [INFO] - [Epoch:18]: Training Loss:0.001144 + +2023-05-07 07:44:11,072 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 07:44:32,301 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 07:44:44,590 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 07:45:05,992 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 07:45:18,167 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.44496, Head : 0.27775, Avg : 0.36135 + +2023-05-07 07:45:19,133 - [INFO] - [Epoch 18]: Training Loss: 0.0011438, Valid MRR: 0.36135, + + + +2023-05-07 07:45:19,775 - [INFO] - [E:19| 0]: Train Loss:0.0011798, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:46:22,474 - [INFO] - [E:19| 100]: Train Loss:0.001129, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:47:25,183 - [INFO] - [E:19| 200]: Train Loss:0.0011374, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:48:27,933 - [INFO] - [E:19| 300]: Train Loss:0.0011354, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:49:30,656 - [INFO] - [E:19| 400]: Train Loss:0.0011356, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:50:33,374 - [INFO] - [E:19| 500]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:51:36,230 - [INFO] - [E:19| 600]: Train Loss:0.0011349, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:52:38,969 - [INFO] - [E:19| 700]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:53:41,687 - [INFO] - [E:19| 800]: Train Loss:0.0011348, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:54:44,410 - [INFO] - [E:19| 900]: Train Loss:0.0011348, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:55:47,283 - [INFO] - [E:19| 1000]: Train Loss:0.0011356, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:56:50,051 - [INFO] - [E:19| 1100]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:57:52,927 - [INFO] - [E:19| 1200]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:58:55,758 - [INFO] - [E:19| 1300]: Train Loss:0.0011359, Val MRR:0.36135, wikidata12k_1n +2023-05-07 07:59:58,587 - [INFO] - [E:19| 1400]: Train Loss:0.0011362, Val MRR:0.36135, wikidata12k_1n +2023-05-07 08:01:01,423 - [INFO] - [E:19| 1500]: Train Loss:0.0011359, Val MRR:0.36135, wikidata12k_1n +2023-05-07 08:02:04,215 - [INFO] - [E:19| 1600]: Train Loss:0.0011358, Val MRR:0.36135, wikidata12k_1n +2023-05-07 08:02:45,258 - [INFO] - [Epoch:19]: Training Loss:0.001136 + +2023-05-07 08:02:45,472 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 08:03:06,712 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 08:03:19,020 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 08:03:40,426 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 08:03:52,596 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.45675, Head : 0.28921, Avg : 0.37298 + MR: Tail : 385.72, Head : 521.39, Avg : 453.56 + Hit-1: Tail : 0.36451, Head : 0.21175, Avg : 0.28813 + Hit-3: Tail : 0.51292, Head : 0.31349, Avg : 0.4132 + Hit-10: Tail : 0.61298, Head : 0.45205, Avg : 0.53251 +2023-05-07 08:03:53,565 - [INFO] - [Epoch 19]: Training Loss: 0.0011355, Valid MRR: 0.37298, + + + +2023-05-07 08:03:54,223 - [INFO] - [E:20| 0]: Train Loss:0.0011469, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:04:57,016 - [INFO] - [E:20| 100]: Train Loss:0.0011279, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:05:59,786 - [INFO] - [E:20| 200]: Train Loss:0.0011302, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:07:02,564 - [INFO] - [E:20| 300]: Train Loss:0.0011304, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:08:05,336 - [INFO] - [E:20| 400]: Train Loss:0.0011303, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:09:08,162 - [INFO] - [E:20| 500]: Train Loss:0.0011307, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:10:10,977 - [INFO] - [E:20| 600]: Train Loss:0.0011306, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:11:13,790 - [INFO] - [E:20| 700]: Train Loss:0.0011297, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:12:16,579 - [INFO] - [E:20| 800]: Train Loss:0.0011293, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:13:19,386 - [INFO] - [E:20| 900]: Train Loss:0.0011282, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:14:22,201 - [INFO] - [E:20| 1000]: Train Loss:0.0011283, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:15:25,021 - [INFO] - [E:20| 1100]: Train Loss:0.0011278, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:16:27,824 - [INFO] - [E:20| 1200]: Train Loss:0.0011275, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:17:30,683 - [INFO] - [E:20| 1300]: Train Loss:0.0011272, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:18:33,394 - [INFO] - [E:20| 1400]: Train Loss:0.0011272, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:19:36,118 - [INFO] - [E:20| 1500]: Train Loss:0.0011267, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:20:38,836 - [INFO] - [E:20| 1600]: Train Loss:0.0011265, Val MRR:0.37298, wikidata12k_1n +2023-05-07 08:21:19,816 - [INFO] - [Epoch:20]: Training Loss:0.001126 + +2023-05-07 08:21:20,031 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 08:21:41,253 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 08:21:53,530 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 08:22:14,929 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 08:22:27,111 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.45208, Head : 0.29901, Avg : 0.37554 + +2023-05-07 08:22:28,070 - [INFO] - [Epoch 20]: Training Loss: 0.0011264, Valid MRR: 0.37554, + + + +2023-05-07 08:22:28,723 - [INFO] - [E:21| 0]: Train Loss:0.0012433, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:23:31,438 - [INFO] - [E:21| 100]: Train Loss:0.0011156, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:24:34,151 - [INFO] - [E:21| 200]: Train Loss:0.001119, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:25:37,019 - [INFO] - [E:21| 300]: Train Loss:0.001119, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:26:39,790 - [INFO] - [E:21| 400]: Train Loss:0.0011187, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:27:42,628 - [INFO] - [E:21| 500]: Train Loss:0.0011183, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:28:45,347 - [INFO] - [E:21| 600]: Train Loss:0.0011172, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:29:48,056 - [INFO] - [E:21| 700]: Train Loss:0.0011171, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:30:50,856 - [INFO] - [E:21| 800]: Train Loss:0.0011175, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:31:53,633 - [INFO] - [E:21| 900]: Train Loss:0.0011181, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:32:56,399 - [INFO] - [E:21| 1000]: Train Loss:0.0011185, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:33:59,235 - [INFO] - [E:21| 1100]: Train Loss:0.0011186, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:35:02,107 - [INFO] - [E:21| 1200]: Train Loss:0.0011181, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:36:04,956 - [INFO] - [E:21| 1300]: Train Loss:0.0011185, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:37:07,779 - [INFO] - [E:21| 1400]: Train Loss:0.0011184, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:38:10,582 - [INFO] - [E:21| 1500]: Train Loss:0.0011187, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:39:13,389 - [INFO] - [E:21| 1600]: Train Loss:0.0011187, Val MRR:0.37554, wikidata12k_1n +2023-05-07 08:39:54,465 - [INFO] - [Epoch:21]: Training Loss:0.001119 + +2023-05-07 08:39:54,680 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 08:40:15,960 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 08:40:28,287 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 08:40:49,726 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 08:41:01,928 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.46344, Head : 0.31034, Avg : 0.38689 + +2023-05-07 08:41:02,907 - [INFO] - [Epoch 21]: Training Loss: 0.0011188, Valid MRR: 0.38689, + + + +2023-05-07 08:41:03,553 - [INFO] - [E:22| 0]: Train Loss:0.0010955, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:42:06,443 - [INFO] - [E:22| 100]: Train Loss:0.0011137, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:43:09,267 - [INFO] - [E:22| 200]: Train Loss:0.0011132, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:44:11,979 - [INFO] - [E:22| 300]: Train Loss:0.001114, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:45:14,764 - [INFO] - [E:22| 400]: Train Loss:0.0011138, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:46:17,563 - [INFO] - [E:22| 500]: Train Loss:0.001113, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:47:20,466 - [INFO] - [E:22| 600]: Train Loss:0.0011136, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:48:23,264 - [INFO] - [E:22| 700]: Train Loss:0.0011127, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:49:26,044 - [INFO] - [E:22| 800]: Train Loss:0.0011131, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:50:28,825 - [INFO] - [E:22| 900]: Train Loss:0.0011136, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:51:31,577 - [INFO] - [E:22| 1000]: Train Loss:0.0011141, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:52:34,283 - [INFO] - [E:22| 1100]: Train Loss:0.0011139, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:53:37,175 - [INFO] - [E:22| 1200]: Train Loss:0.0011137, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:54:40,026 - [INFO] - [E:22| 1300]: Train Loss:0.0011136, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:55:42,890 - [INFO] - [E:22| 1400]: Train Loss:0.001113, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:56:45,770 - [INFO] - [E:22| 1500]: Train Loss:0.0011127, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:57:48,595 - [INFO] - [E:22| 1600]: Train Loss:0.0011125, Val MRR:0.38689, wikidata12k_1n +2023-05-07 08:58:29,623 - [INFO] - [Epoch:22]: Training Loss:0.001112 + +2023-05-07 08:58:29,837 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 08:58:51,055 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 08:59:03,338 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 08:59:24,728 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 08:59:36,937 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.46366, Head : 0.2957, Avg : 0.37968 + +2023-05-07 08:59:36,937 - [INFO] - [Epoch 22]: Training Loss: 0.0011124, Valid MRR: 0.38689, + + + +2023-05-07 08:59:37,583 - [INFO] - [E:23| 0]: Train Loss:0.0011144, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:00:40,444 - [INFO] - [E:23| 100]: Train Loss:0.0011019, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:01:43,242 - [INFO] - [E:23| 200]: Train Loss:0.0011027, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:02:46,026 - [INFO] - [E:23| 300]: Train Loss:0.001102, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:03:48,816 - [INFO] - [E:23| 400]: Train Loss:0.0011031, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:04:51,511 - [INFO] - [E:23| 500]: Train Loss:0.0011033, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:05:54,219 - [INFO] - [E:23| 600]: Train Loss:0.001103, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:06:56,937 - [INFO] - [E:23| 700]: Train Loss:0.0011036, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:07:59,669 - [INFO] - [E:23| 800]: Train Loss:0.0011043, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:09:02,482 - [INFO] - [E:23| 900]: Train Loss:0.0011047, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:10:05,399 - [INFO] - [E:23| 1000]: Train Loss:0.0011061, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:11:08,326 - [INFO] - [E:23| 1100]: Train Loss:0.001106, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:12:11,137 - [INFO] - [E:23| 1200]: Train Loss:0.0011061, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:13:14,022 - [INFO] - [E:23| 1300]: Train Loss:0.0011056, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:14:16,916 - [INFO] - [E:23| 1400]: Train Loss:0.0011057, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:15:19,840 - [INFO] - [E:23| 1500]: Train Loss:0.0011056, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:16:22,560 - [INFO] - [E:23| 1600]: Train Loss:0.0011059, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:17:03,588 - [INFO] - [Epoch:23]: Training Loss:0.001106 + +2023-05-07 09:17:03,803 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 09:17:25,063 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 09:17:37,350 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 09:17:58,748 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 09:18:10,907 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.46845, Head : 0.29475, Avg : 0.3816 + +2023-05-07 09:18:10,907 - [INFO] - [Epoch 23]: Training Loss: 0.001106, Valid MRR: 0.38689, + + + +2023-05-07 09:18:11,551 - [INFO] - [E:24| 0]: Train Loss:0.0011139, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:19:14,340 - [INFO] - [E:24| 100]: Train Loss:0.0010998, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:20:17,141 - [INFO] - [E:24| 200]: Train Loss:0.0011029, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:21:19,982 - [INFO] - [E:24| 300]: Train Loss:0.0011019, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:22:22,823 - [INFO] - [E:24| 400]: Train Loss:0.0011028, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:23:25,629 - [INFO] - [E:24| 500]: Train Loss:0.0011022, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:24:28,438 - [INFO] - [E:24| 600]: Train Loss:0.0011014, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:25:31,186 - [INFO] - [E:24| 700]: Train Loss:0.0011013, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:26:33,967 - [INFO] - [E:24| 800]: Train Loss:0.0011015, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:27:36,663 - [INFO] - [E:24| 900]: Train Loss:0.0011013, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:28:39,369 - [INFO] - [E:24| 1000]: Train Loss:0.0011012, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:29:42,097 - [INFO] - [E:24| 1100]: Train Loss:0.0011012, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:30:44,800 - [INFO] - [E:24| 1200]: Train Loss:0.0011011, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:31:47,531 - [INFO] - [E:24| 1300]: Train Loss:0.0011009, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:32:50,262 - [INFO] - [E:24| 1400]: Train Loss:0.0011003, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:33:52,975 - [INFO] - [E:24| 1500]: Train Loss:0.0011003, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:34:55,798 - [INFO] - [E:24| 1600]: Train Loss:0.0011003, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:35:36,825 - [INFO] - [Epoch:24]: Training Loss:0.0011 + +2023-05-07 09:35:37,040 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 09:35:58,268 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 09:36:10,563 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 09:36:31,958 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 09:36:44,128 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.46622, Head : 0.2999, Avg : 0.38306 + +2023-05-07 09:36:44,128 - [INFO] - [Epoch 24]: Training Loss: 0.0011002, Valid MRR: 0.38689, + + + +2023-05-07 09:36:44,769 - [INFO] - [E:25| 0]: Train Loss:0.0011079, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:37:47,538 - [INFO] - [E:25| 100]: Train Loss:0.0010921, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:38:50,337 - [INFO] - [E:25| 200]: Train Loss:0.0010922, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:39:53,085 - [INFO] - [E:25| 300]: Train Loss:0.0010939, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:40:55,826 - [INFO] - [E:25| 400]: Train Loss:0.0010941, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:41:58,595 - [INFO] - [E:25| 500]: Train Loss:0.0010946, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:43:01,482 - [INFO] - [E:25| 600]: Train Loss:0.0010949, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:44:04,324 - [INFO] - [E:25| 700]: Train Loss:0.0010948, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:45:07,163 - [INFO] - [E:25| 800]: Train Loss:0.0010956, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:46:09,971 - [INFO] - [E:25| 900]: Train Loss:0.0010954, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:47:12,765 - [INFO] - [E:25| 1000]: Train Loss:0.001095, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:48:15,597 - [INFO] - [E:25| 1100]: Train Loss:0.0010955, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:49:18,447 - [INFO] - [E:25| 1200]: Train Loss:0.0010956, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:50:21,249 - [INFO] - [E:25| 1300]: Train Loss:0.0010956, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:51:24,060 - [INFO] - [E:25| 1400]: Train Loss:0.0010954, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:52:26,854 - [INFO] - [E:25| 1500]: Train Loss:0.0010949, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:53:29,627 - [INFO] - [E:25| 1600]: Train Loss:0.001095, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:54:10,673 - [INFO] - [Epoch:25]: Training Loss:0.001095 + +2023-05-07 09:54:10,888 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 09:54:32,104 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 09:54:44,394 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 09:55:05,788 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 09:55:17,971 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.46666, Head : 0.3048, Avg : 0.38573 + +2023-05-07 09:55:17,971 - [INFO] - [Epoch 25]: Training Loss: 0.0010948, Valid MRR: 0.38689, + + + +2023-05-07 09:55:18,618 - [INFO] - [E:26| 0]: Train Loss:0.0011139, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:56:21,360 - [INFO] - [E:26| 100]: Train Loss:0.0010912, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:57:24,102 - [INFO] - [E:26| 200]: Train Loss:0.0010873, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:58:26,809 - [INFO] - [E:26| 300]: Train Loss:0.0010889, Val MRR:0.38689, wikidata12k_1n +2023-05-07 09:59:29,573 - [INFO] - [E:26| 400]: Train Loss:0.0010892, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:00:32,299 - [INFO] - [E:26| 500]: Train Loss:0.0010897, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:01:35,022 - [INFO] - [E:26| 600]: Train Loss:0.0010896, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:02:37,753 - [INFO] - [E:26| 700]: Train Loss:0.0010905, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:03:40,480 - [INFO] - [E:26| 800]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:04:43,180 - [INFO] - [E:26| 900]: Train Loss:0.0010904, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:05:45,891 - [INFO] - [E:26| 1000]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:06:48,630 - [INFO] - [E:26| 1100]: Train Loss:0.00109, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:07:51,503 - [INFO] - [E:26| 1200]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:08:54,329 - [INFO] - [E:26| 1300]: Train Loss:0.00109, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:09:57,131 - [INFO] - [E:26| 1400]: Train Loss:0.0010898, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:10:59,929 - [INFO] - [E:26| 1500]: Train Loss:0.0010896, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:12:02,748 - [INFO] - [E:26| 1600]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n +2023-05-07 10:12:43,786 - [INFO] - [Epoch:26]: Training Loss:0.00109 + +2023-05-07 10:12:44,002 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 10:13:05,222 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 10:13:17,528 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 10:13:38,899 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 10:13:51,069 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.46741, Head : 0.31538, Avg : 0.3914 + +2023-05-07 10:13:52,042 - [INFO] - [Epoch 26]: Training Loss: 0.0010903, Valid MRR: 0.3914, + + + +2023-05-07 10:13:52,691 - [INFO] - [E:27| 0]: Train Loss:0.001129, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:14:55,507 - [INFO] - [E:27| 100]: Train Loss:0.0010905, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:15:58,268 - [INFO] - [E:27| 200]: Train Loss:0.0010903, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:17:01,205 - [INFO] - [E:27| 300]: Train Loss:0.0010879, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:18:03,920 - [INFO] - [E:27| 400]: Train Loss:0.001087, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:19:06,705 - [INFO] - [E:27| 500]: Train Loss:0.0010869, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:20:09,432 - [INFO] - [E:27| 600]: Train Loss:0.0010884, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:21:12,135 - [INFO] - [E:27| 700]: Train Loss:0.0010888, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:22:14,808 - [INFO] - [E:27| 800]: Train Loss:0.0010879, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:23:17,579 - [INFO] - [E:27| 900]: Train Loss:0.0010876, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:24:20,483 - [INFO] - [E:27| 1000]: Train Loss:0.0010878, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:25:23,281 - [INFO] - [E:27| 1100]: Train Loss:0.0010872, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:26:25,994 - [INFO] - [E:27| 1200]: Train Loss:0.0010873, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:27:28,801 - [INFO] - [E:27| 1300]: Train Loss:0.0010869, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:28:31,551 - [INFO] - [E:27| 1400]: Train Loss:0.0010867, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:29:34,262 - [INFO] - [E:27| 1500]: Train Loss:0.0010871, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:30:36,960 - [INFO] - [E:27| 1600]: Train Loss:0.0010866, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:31:17,949 - [INFO] - [Epoch:27]: Training Loss:0.001086 + +2023-05-07 10:31:18,164 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 10:31:39,366 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 10:31:51,644 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 10:32:13,028 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 10:32:25,183 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.47417, Head : 0.27716, Avg : 0.37567 + +2023-05-07 10:32:25,184 - [INFO] - [Epoch 27]: Training Loss: 0.0010865, Valid MRR: 0.3914, + + + +2023-05-07 10:32:25,824 - [INFO] - [E:28| 0]: Train Loss:0.0010786, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:33:28,586 - [INFO] - [E:28| 100]: Train Loss:0.0010789, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:34:31,416 - [INFO] - [E:28| 200]: Train Loss:0.0010801, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:35:34,087 - [INFO] - [E:28| 300]: Train Loss:0.0010809, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:36:36,772 - [INFO] - [E:28| 400]: Train Loss:0.0010793, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:37:39,494 - [INFO] - [E:28| 500]: Train Loss:0.0010787, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:38:42,185 - [INFO] - [E:28| 600]: Train Loss:0.0010786, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:39:44,893 - [INFO] - [E:28| 700]: Train Loss:0.0010782, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:40:47,578 - [INFO] - [E:28| 800]: Train Loss:0.0010787, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:41:50,262 - [INFO] - [E:28| 900]: Train Loss:0.0010795, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:42:53,030 - [INFO] - [E:28| 1000]: Train Loss:0.00108, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:43:55,717 - [INFO] - [E:28| 1100]: Train Loss:0.00108, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:44:58,474 - [INFO] - [E:28| 1200]: Train Loss:0.0010802, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:46:01,319 - [INFO] - [E:28| 1300]: Train Loss:0.0010805, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:47:04,143 - [INFO] - [E:28| 1400]: Train Loss:0.0010811, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:48:06,982 - [INFO] - [E:28| 1500]: Train Loss:0.0010816, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:49:09,797 - [INFO] - [E:28| 1600]: Train Loss:0.0010815, Val MRR:0.3914, wikidata12k_1n +2023-05-07 10:49:50,749 - [INFO] - [Epoch:28]: Training Loss:0.001081 + +2023-05-07 10:49:50,965 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 10:50:12,167 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 10:50:24,432 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 10:50:45,896 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 10:50:58,071 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.47453, Head : 0.31635, Avg : 0.39544 + +2023-05-07 10:50:59,062 - [INFO] - [Epoch 28]: Training Loss: 0.0010813, Valid MRR: 0.39544, + + + +2023-05-07 10:50:59,711 - [INFO] - [E:29| 0]: Train Loss:0.0010906, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:52:02,484 - [INFO] - [E:29| 100]: Train Loss:0.0010765, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:53:05,259 - [INFO] - [E:29| 200]: Train Loss:0.0010773, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:54:08,044 - [INFO] - [E:29| 300]: Train Loss:0.0010779, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:55:10,850 - [INFO] - [E:29| 400]: Train Loss:0.001078, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:56:13,660 - [INFO] - [E:29| 500]: Train Loss:0.0010794, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:57:16,422 - [INFO] - [E:29| 600]: Train Loss:0.0010797, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:58:19,112 - [INFO] - [E:29| 700]: Train Loss:0.0010786, Val MRR:0.39544, wikidata12k_1n +2023-05-07 10:59:21,832 - [INFO] - [E:29| 800]: Train Loss:0.0010777, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:00:24,684 - [INFO] - [E:29| 900]: Train Loss:0.0010775, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:01:27,473 - [INFO] - [E:29| 1000]: Train Loss:0.0010777, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:02:30,293 - [INFO] - [E:29| 1100]: Train Loss:0.0010773, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:03:33,161 - [INFO] - [E:29| 1200]: Train Loss:0.0010766, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:04:35,890 - [INFO] - [E:29| 1300]: Train Loss:0.0010768, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:05:38,550 - [INFO] - [E:29| 1400]: Train Loss:0.0010772, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:06:41,225 - [INFO] - [E:29| 1500]: Train Loss:0.0010772, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:07:43,901 - [INFO] - [E:29| 1600]: Train Loss:0.0010771, Val MRR:0.39544, wikidata12k_1n +2023-05-07 11:08:25,005 - [INFO] - [Epoch:29]: Training Loss:0.001077 + +2023-05-07 11:08:25,219 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 11:08:46,421 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 11:08:58,701 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 11:09:20,081 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 11:09:32,231 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.47616, Head : 0.33092, Avg : 0.40354 + MR: Tail : 371.3, Head : 423.98, Avg : 397.64 + Hit-1: Tail : 0.37708, Head : 0.23748, Avg : 0.30728 + Hit-3: Tail : 0.53509, Head : 0.38222, Avg : 0.45865 + Hit-10: Tail : 0.64821, Head : 0.51465, Avg : 0.58143 +2023-05-07 11:09:33,182 - [INFO] - [Epoch 29]: Training Loss: 0.0010771, Valid MRR: 0.40354, + + + +2023-05-07 11:09:33,823 - [INFO] - [E:30| 0]: Train Loss:0.0010321, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:10:36,647 - [INFO] - [E:30| 100]: Train Loss:0.0010762, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:11:39,481 - [INFO] - [E:30| 200]: Train Loss:0.001072, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:12:42,304 - [INFO] - [E:30| 300]: Train Loss:0.0010729, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:13:45,117 - [INFO] - [E:30| 400]: Train Loss:0.0010739, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:14:47,920 - [INFO] - [E:30| 500]: Train Loss:0.0010738, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:15:50,718 - [INFO] - [E:30| 600]: Train Loss:0.0010736, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:16:53,542 - [INFO] - [E:30| 700]: Train Loss:0.0010726, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:17:56,316 - [INFO] - [E:30| 800]: Train Loss:0.0010729, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:18:59,126 - [INFO] - [E:30| 900]: Train Loss:0.0010732, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:20:02,076 - [INFO] - [E:30| 1000]: Train Loss:0.0010728, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:21:05,068 - [INFO] - [E:30| 1100]: Train Loss:0.0010727, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:22:07,985 - [INFO] - [E:30| 1200]: Train Loss:0.0010725, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:23:10,816 - [INFO] - [E:30| 1300]: Train Loss:0.0010724, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:24:13,657 - [INFO] - [E:30| 1400]: Train Loss:0.0010727, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:25:16,476 - [INFO] - [E:30| 1500]: Train Loss:0.0010733, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:26:19,279 - [INFO] - [E:30| 1600]: Train Loss:0.0010733, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:27:00,271 - [INFO] - [Epoch:30]: Training Loss:0.001073 + +2023-05-07 11:27:00,485 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 11:27:21,704 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 11:27:33,989 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 11:27:55,373 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 11:28:07,593 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.4725, Head : 0.32679, Avg : 0.39964 + +2023-05-07 11:28:07,593 - [INFO] - [Epoch 30]: Training Loss: 0.0010733, Valid MRR: 0.40354, + + + +2023-05-07 11:28:08,235 - [INFO] - [E:31| 0]: Train Loss:0.0010565, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:29:10,901 - [INFO] - [E:31| 100]: Train Loss:0.0010662, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:30:13,605 - [INFO] - [E:31| 200]: Train Loss:0.0010709, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:31:16,289 - [INFO] - [E:31| 300]: Train Loss:0.0010698, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:32:19,009 - [INFO] - [E:31| 400]: Train Loss:0.0010698, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:33:21,699 - [INFO] - [E:31| 500]: Train Loss:0.0010696, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:34:24,541 - [INFO] - [E:31| 600]: Train Loss:0.0010702, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:35:27,317 - [INFO] - [E:31| 700]: Train Loss:0.0010702, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:36:30,116 - [INFO] - [E:31| 800]: Train Loss:0.0010694, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:37:32,923 - [INFO] - [E:31| 900]: Train Loss:0.0010696, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:38:35,760 - [INFO] - [E:31| 1000]: Train Loss:0.0010693, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:39:38,575 - [INFO] - [E:31| 1100]: Train Loss:0.0010694, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:40:41,412 - [INFO] - [E:31| 1200]: Train Loss:0.0010695, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:41:44,232 - [INFO] - [E:31| 1300]: Train Loss:0.0010699, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:42:47,062 - [INFO] - [E:31| 1400]: Train Loss:0.0010695, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:43:49,749 - [INFO] - [E:31| 1500]: Train Loss:0.0010694, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:44:52,455 - [INFO] - [E:31| 1600]: Train Loss:0.0010698, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:45:33,519 - [INFO] - [Epoch:31]: Training Loss:0.00107 + +2023-05-07 11:45:33,735 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 11:45:54,960 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 11:46:07,263 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 11:46:28,648 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 11:46:40,820 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.47525, Head : 0.31337, Avg : 0.39431 + +2023-05-07 11:46:40,820 - [INFO] - [Epoch 31]: Training Loss: 0.0010699, Valid MRR: 0.40354, + + + +2023-05-07 11:46:41,463 - [INFO] - [E:32| 0]: Train Loss:0.001063, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:47:44,273 - [INFO] - [E:32| 100]: Train Loss:0.0010649, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:48:47,127 - [INFO] - [E:32| 200]: Train Loss:0.0010643, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:49:49,909 - [INFO] - [E:32| 300]: Train Loss:0.0010661, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:50:52,715 - [INFO] - [E:32| 400]: Train Loss:0.0010654, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:51:55,590 - [INFO] - [E:32| 500]: Train Loss:0.0010654, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:52:58,409 - [INFO] - [E:32| 600]: Train Loss:0.0010651, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:54:01,128 - [INFO] - [E:32| 700]: Train Loss:0.0010651, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:55:03,823 - [INFO] - [E:32| 800]: Train Loss:0.0010655, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:56:06,514 - [INFO] - [E:32| 900]: Train Loss:0.0010657, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:57:09,208 - [INFO] - [E:32| 1000]: Train Loss:0.001066, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:58:11,922 - [INFO] - [E:32| 1100]: Train Loss:0.0010665, Val MRR:0.40354, wikidata12k_1n +2023-05-07 11:59:14,622 - [INFO] - [E:32| 1200]: Train Loss:0.0010662, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:00:17,389 - [INFO] - [E:32| 1300]: Train Loss:0.0010661, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:01:20,086 - [INFO] - [E:32| 1400]: Train Loss:0.0010658, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:02:22,760 - [INFO] - [E:32| 1500]: Train Loss:0.0010663, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:03:25,464 - [INFO] - [E:32| 1600]: Train Loss:0.0010663, Val MRR:0.40354, wikidata12k_1n +2023-05-07 12:04:06,503 - [INFO] - [Epoch:32]: Training Loss:0.001066 + +2023-05-07 12:04:06,719 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 12:04:27,946 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 12:04:40,241 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 12:05:01,643 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 12:05:13,817 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.48422, Head : 0.33037, Avg : 0.40729 + +2023-05-07 12:05:14,798 - [INFO] - [Epoch 32]: Training Loss: 0.0010663, Valid MRR: 0.40729, + + + +2023-05-07 12:05:15,446 - [INFO] - [E:33| 0]: Train Loss:0.0010481, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:06:18,246 - [INFO] - [E:33| 100]: Train Loss:0.0010668, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:07:20,973 - [INFO] - [E:33| 200]: Train Loss:0.0010652, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:08:23,666 - [INFO] - [E:33| 300]: Train Loss:0.0010632, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:09:26,491 - [INFO] - [E:33| 400]: Train Loss:0.0010626, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:10:29,199 - [INFO] - [E:33| 500]: Train Loss:0.0010621, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:11:31,922 - [INFO] - [E:33| 600]: Train Loss:0.0010615, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:12:34,638 - [INFO] - [E:33| 700]: Train Loss:0.0010615, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:13:37,474 - [INFO] - [E:33| 800]: Train Loss:0.0010615, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:14:40,387 - [INFO] - [E:33| 900]: Train Loss:0.0010612, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:15:43,212 - [INFO] - [E:33| 1000]: Train Loss:0.0010618, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:16:46,009 - [INFO] - [E:33| 1100]: Train Loss:0.0010619, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:17:48,835 - [INFO] - [E:33| 1200]: Train Loss:0.0010624, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:18:51,530 - [INFO] - [E:33| 1300]: Train Loss:0.0010628, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:19:54,259 - [INFO] - [E:33| 1400]: Train Loss:0.001063, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:20:56,980 - [INFO] - [E:33| 1500]: Train Loss:0.0010629, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:21:59,691 - [INFO] - [E:33| 1600]: Train Loss:0.001063, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:22:40,623 - [INFO] - [Epoch:33]: Training Loss:0.001063 + +2023-05-07 12:22:40,838 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 12:23:02,047 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 12:23:14,323 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 12:23:35,687 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 12:23:47,840 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.48224, Head : 0.28061, Avg : 0.38143 + +2023-05-07 12:23:47,840 - [INFO] - [Epoch 33]: Training Loss: 0.0010632, Valid MRR: 0.40729, + + + +2023-05-07 12:23:48,481 - [INFO] - [E:34| 0]: Train Loss:0.0010507, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:24:51,258 - [INFO] - [E:34| 100]: Train Loss:0.0010589, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:25:54,090 - [INFO] - [E:34| 200]: Train Loss:0.001058, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:26:56,900 - [INFO] - [E:34| 300]: Train Loss:0.0010586, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:27:59,667 - [INFO] - [E:34| 400]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:29:02,427 - [INFO] - [E:34| 500]: Train Loss:0.0010594, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:30:05,185 - [INFO] - [E:34| 600]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:31:07,926 - [INFO] - [E:34| 700]: Train Loss:0.0010584, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:32:10,675 - [INFO] - [E:34| 800]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:33:13,453 - [INFO] - [E:34| 900]: Train Loss:0.0010585, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:34:16,198 - [INFO] - [E:34| 1000]: Train Loss:0.0010591, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:35:19,015 - [INFO] - [E:34| 1100]: Train Loss:0.0010594, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:36:21,765 - [INFO] - [E:34| 1200]: Train Loss:0.0010598, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:37:24,530 - [INFO] - [E:34| 1300]: Train Loss:0.0010597, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:38:27,283 - [INFO] - [E:34| 1400]: Train Loss:0.0010602, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:39:30,047 - [INFO] - [E:34| 1500]: Train Loss:0.0010599, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:40:32,854 - [INFO] - [E:34| 1600]: Train Loss:0.0010598, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:41:13,883 - [INFO] - [Epoch:34]: Training Loss:0.00106 + +2023-05-07 12:41:14,099 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 12:41:35,316 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 12:41:47,608 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 12:42:09,021 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 12:42:21,190 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.47937, Head : 0.27827, Avg : 0.37882 + +2023-05-07 12:42:21,191 - [INFO] - [Epoch 34]: Training Loss: 0.0010601, Valid MRR: 0.40729, + + + +2023-05-07 12:42:21,836 - [INFO] - [E:35| 0]: Train Loss:0.0010799, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:43:24,638 - [INFO] - [E:35| 100]: Train Loss:0.0010614, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:44:27,578 - [INFO] - [E:35| 200]: Train Loss:0.0010624, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:45:30,319 - [INFO] - [E:35| 300]: Train Loss:0.00106, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:46:33,091 - [INFO] - [E:35| 400]: Train Loss:0.0010595, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:47:35,860 - [INFO] - [E:35| 500]: Train Loss:0.0010591, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:48:38,635 - [INFO] - [E:35| 600]: Train Loss:0.0010586, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:49:41,376 - [INFO] - [E:35| 700]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:50:44,115 - [INFO] - [E:35| 800]: Train Loss:0.001058, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:51:46,848 - [INFO] - [E:35| 900]: Train Loss:0.0010584, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:52:49,747 - [INFO] - [E:35| 1000]: Train Loss:0.0010584, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:53:52,430 - [INFO] - [E:35| 1100]: Train Loss:0.0010585, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:54:55,109 - [INFO] - [E:35| 1200]: Train Loss:0.001058, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:55:57,791 - [INFO] - [E:35| 1300]: Train Loss:0.0010577, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:57:00,510 - [INFO] - [E:35| 1400]: Train Loss:0.0010572, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:58:03,319 - [INFO] - [E:35| 1500]: Train Loss:0.001057, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:59:06,150 - [INFO] - [E:35| 1600]: Train Loss:0.0010568, Val MRR:0.40729, wikidata12k_1n +2023-05-07 12:59:47,190 - [INFO] - [Epoch:35]: Training Loss:0.001057 + +2023-05-07 12:59:47,406 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 13:00:08,638 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 13:00:20,927 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 13:00:42,410 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 13:00:54,574 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.4819, Head : 0.29672, Avg : 0.38931 + +2023-05-07 13:00:54,574 - [INFO] - [Epoch 35]: Training Loss: 0.0010571, Valid MRR: 0.40729, + + + +2023-05-07 13:00:55,217 - [INFO] - [E:36| 0]: Train Loss:0.0010246, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:01:57,908 - [INFO] - [E:36| 100]: Train Loss:0.0010525, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:03:00,699 - [INFO] - [E:36| 200]: Train Loss:0.0010549, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:04:03,494 - [INFO] - [E:36| 300]: Train Loss:0.0010527, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:05:06,304 - [INFO] - [E:36| 400]: Train Loss:0.0010532, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:06:09,100 - [INFO] - [E:36| 500]: Train Loss:0.001054, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:07:11,915 - [INFO] - [E:36| 600]: Train Loss:0.0010547, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:08:14,730 - [INFO] - [E:36| 700]: Train Loss:0.0010555, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:09:17,565 - [INFO] - [E:36| 800]: Train Loss:0.001056, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:10:20,288 - [INFO] - [E:36| 900]: Train Loss:0.0010554, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:11:23,018 - [INFO] - [E:36| 1000]: Train Loss:0.0010555, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:12:25,779 - [INFO] - [E:36| 1100]: Train Loss:0.0010555, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:13:28,483 - [INFO] - [E:36| 1200]: Train Loss:0.0010549, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:14:31,179 - [INFO] - [E:36| 1300]: Train Loss:0.0010548, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:15:33,875 - [INFO] - [E:36| 1400]: Train Loss:0.0010545, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:16:36,655 - [INFO] - [E:36| 1500]: Train Loss:0.0010544, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:17:39,421 - [INFO] - [E:36| 1600]: Train Loss:0.0010545, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:18:20,565 - [INFO] - [Epoch:36]: Training Loss:0.001054 + +2023-05-07 13:18:20,780 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 13:18:42,007 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 13:18:54,308 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 13:19:15,713 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 13:19:27,885 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.48713, Head : 0.29853, Avg : 0.39283 + +2023-05-07 13:19:27,885 - [INFO] - [Epoch 36]: Training Loss: 0.0010541, Valid MRR: 0.40729, + + + +2023-05-07 13:19:28,528 - [INFO] - [E:37| 0]: Train Loss:0.0010207, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:20:31,339 - [INFO] - [E:37| 100]: Train Loss:0.0010472, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:21:34,054 - [INFO] - [E:37| 200]: Train Loss:0.0010486, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:22:36,769 - [INFO] - [E:37| 300]: Train Loss:0.0010505, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:23:39,444 - [INFO] - [E:37| 400]: Train Loss:0.0010512, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:24:42,133 - [INFO] - [E:37| 500]: Train Loss:0.0010515, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:25:44,831 - [INFO] - [E:37| 600]: Train Loss:0.0010521, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:26:47,616 - [INFO] - [E:37| 700]: Train Loss:0.0010514, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:27:50,324 - [INFO] - [E:37| 800]: Train Loss:0.0010519, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:28:53,007 - [INFO] - [E:37| 900]: Train Loss:0.0010523, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:29:55,704 - [INFO] - [E:37| 1000]: Train Loss:0.001052, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:30:58,529 - [INFO] - [E:37| 1100]: Train Loss:0.0010513, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:32:01,364 - [INFO] - [E:37| 1200]: Train Loss:0.0010515, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:33:04,181 - [INFO] - [E:37| 1300]: Train Loss:0.0010517, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:34:06,973 - [INFO] - [E:37| 1400]: Train Loss:0.001052, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:35:09,801 - [INFO] - [E:37| 1500]: Train Loss:0.0010517, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:36:12,547 - [INFO] - [E:37| 1600]: Train Loss:0.0010519, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:36:53,524 - [INFO] - [Epoch:37]: Training Loss:0.001052 + +2023-05-07 13:36:53,740 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 13:37:14,947 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 13:37:27,225 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 13:37:48,597 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 13:38:00,765 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.48864, Head : 0.32179, Avg : 0.40522 + +2023-05-07 13:38:00,765 - [INFO] - [Epoch 37]: Training Loss: 0.0010519, Valid MRR: 0.40729, + + + +2023-05-07 13:38:01,407 - [INFO] - [E:38| 0]: Train Loss:0.0010519, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:39:04,124 - [INFO] - [E:38| 100]: Train Loss:0.0010464, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:40:06,802 - [INFO] - [E:38| 200]: Train Loss:0.0010463, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:41:09,502 - [INFO] - [E:38| 300]: Train Loss:0.0010467, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:42:12,195 - [INFO] - [E:38| 400]: Train Loss:0.0010468, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:43:14,869 - [INFO] - [E:38| 500]: Train Loss:0.001047, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:44:17,688 - [INFO] - [E:38| 600]: Train Loss:0.0010477, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:45:20,426 - [INFO] - [E:38| 700]: Train Loss:0.0010488, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:46:23,132 - [INFO] - [E:38| 800]: Train Loss:0.0010485, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:47:25,872 - [INFO] - [E:38| 900]: Train Loss:0.0010486, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:48:28,650 - [INFO] - [E:38| 1000]: Train Loss:0.0010484, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:49:31,461 - [INFO] - [E:38| 1100]: Train Loss:0.0010488, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:50:34,250 - [INFO] - [E:38| 1200]: Train Loss:0.0010491, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:51:37,041 - [INFO] - [E:38| 1300]: Train Loss:0.0010489, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:52:39,793 - [INFO] - [E:38| 1400]: Train Loss:0.0010489, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:53:42,664 - [INFO] - [E:38| 1500]: Train Loss:0.001049, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:54:45,478 - [INFO] - [E:38| 1600]: Train Loss:0.0010487, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:55:26,507 - [INFO] - [Epoch:38]: Training Loss:0.001049 + +2023-05-07 13:55:26,722 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 13:55:47,960 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 13:56:00,254 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 13:56:21,650 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 13:56:33,817 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.48265, Head : 0.28849, Avg : 0.38557 + +2023-05-07 13:56:33,817 - [INFO] - [Epoch 38]: Training Loss: 0.0010488, Valid MRR: 0.40729, + + + +2023-05-07 13:56:34,457 - [INFO] - [E:39| 0]: Train Loss:0.0010429, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:57:37,274 - [INFO] - [E:39| 100]: Train Loss:0.001052, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:58:40,123 - [INFO] - [E:39| 200]: Train Loss:0.0010483, Val MRR:0.40729, wikidata12k_1n +2023-05-07 13:59:42,980 - [INFO] - [E:39| 300]: Train Loss:0.001046, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:00:45,781 - [INFO] - [E:39| 400]: Train Loss:0.0010459, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:01:48,583 - [INFO] - [E:39| 500]: Train Loss:0.0010463, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:02:51,294 - [INFO] - [E:39| 600]: Train Loss:0.0010461, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:03:54,006 - [INFO] - [E:39| 700]: Train Loss:0.0010471, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:04:56,733 - [INFO] - [E:39| 800]: Train Loss:0.0010478, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:05:59,468 - [INFO] - [E:39| 900]: Train Loss:0.0010484, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:07:02,189 - [INFO] - [E:39| 1000]: Train Loss:0.0010485, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:08:04,927 - [INFO] - [E:39| 1100]: Train Loss:0.0010484, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:09:07,594 - [INFO] - [E:39| 1200]: Train Loss:0.0010482, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:10:10,354 - [INFO] - [E:39| 1300]: Train Loss:0.0010482, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:11:13,184 - [INFO] - [E:39| 1400]: Train Loss:0.0010478, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:12:15,955 - [INFO] - [E:39| 1500]: Train Loss:0.0010474, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:13:18,710 - [INFO] - [E:39| 1600]: Train Loss:0.0010472, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:13:59,735 - [INFO] - [Epoch:39]: Training Loss:0.001047 + +2023-05-07 14:13:59,950 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 14:14:21,165 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 14:14:33,446 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 14:14:54,843 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 14:15:07,005 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.48127, Head : 0.28462, Avg : 0.38295 + MR: Tail : 382.24, Head : 429.48, Avg : 405.86 + Hit-1: Tail : 0.3849, Head : 0.18641, Avg : 0.28565 + Hit-3: Tail : 0.53098, Head : 0.3223, Avg : 0.42664 + Hit-10: Tail : 0.66197, Head : 0.48085, Avg : 0.57141 +2023-05-07 14:15:07,005 - [INFO] - [Epoch 39]: Training Loss: 0.0010474, Valid MRR: 0.40729, + + + +2023-05-07 14:15:07,647 - [INFO] - [E:40| 0]: Train Loss:0.0010224, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:16:10,360 - [INFO] - [E:40| 100]: Train Loss:0.0010436, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:17:13,144 - [INFO] - [E:40| 200]: Train Loss:0.0010431, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:18:15,980 - [INFO] - [E:40| 300]: Train Loss:0.001043, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:19:18,805 - [INFO] - [E:40| 400]: Train Loss:0.0010431, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:20:21,634 - [INFO] - [E:40| 500]: Train Loss:0.0010449, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:21:24,426 - [INFO] - [E:40| 600]: Train Loss:0.001044, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:22:27,229 - [INFO] - [E:40| 700]: Train Loss:0.0010442, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:23:30,014 - [INFO] - [E:40| 800]: Train Loss:0.0010444, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:24:32,782 - [INFO] - [E:40| 900]: Train Loss:0.0010446, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:25:35,516 - [INFO] - [E:40| 1000]: Train Loss:0.0010447, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:26:38,193 - [INFO] - [E:40| 1100]: Train Loss:0.0010449, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:27:41,029 - [INFO] - [E:40| 1200]: Train Loss:0.0010446, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:28:43,860 - [INFO] - [E:40| 1300]: Train Loss:0.0010441, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:29:46,565 - [INFO] - [E:40| 1400]: Train Loss:0.0010439, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:30:49,245 - [INFO] - [E:40| 1500]: Train Loss:0.0010442, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:31:51,943 - [INFO] - [E:40| 1600]: Train Loss:0.0010445, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:32:32,899 - [INFO] - [Epoch:40]: Training Loss:0.001045 + +2023-05-07 14:32:33,113 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 14:32:54,355 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 14:33:06,639 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 14:33:28,028 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 14:33:40,197 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.47884, Head : 0.27325, Avg : 0.37604 + +2023-05-07 14:33:40,197 - [INFO] - [Epoch 40]: Training Loss: 0.0010447, Valid MRR: 0.40729, + + + +2023-05-07 14:33:40,836 - [INFO] - [E:41| 0]: Train Loss:0.00099568, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:34:43,559 - [INFO] - [E:41| 100]: Train Loss:0.0010449, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:35:46,306 - [INFO] - [E:41| 200]: Train Loss:0.0010454, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:36:49,140 - [INFO] - [E:41| 300]: Train Loss:0.001043, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:37:51,967 - [INFO] - [E:41| 400]: Train Loss:0.0010429, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:38:54,781 - [INFO] - [E:41| 500]: Train Loss:0.0010427, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:39:57,582 - [INFO] - [E:41| 600]: Train Loss:0.0010421, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:41:00,371 - [INFO] - [E:41| 700]: Train Loss:0.0010424, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:42:03,164 - [INFO] - [E:41| 800]: Train Loss:0.0010422, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:43:05,943 - [INFO] - [E:41| 900]: Train Loss:0.0010426, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:44:08,740 - [INFO] - [E:41| 1000]: Train Loss:0.001042, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:45:11,627 - [INFO] - [E:41| 1100]: Train Loss:0.0010424, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:46:14,423 - [INFO] - [E:41| 1200]: Train Loss:0.0010426, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:47:17,214 - [INFO] - [E:41| 1300]: Train Loss:0.0010428, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:48:19,996 - [INFO] - [E:41| 1400]: Train Loss:0.0010425, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:49:22,744 - [INFO] - [E:41| 1500]: Train Loss:0.0010425, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:50:25,489 - [INFO] - [E:41| 1600]: Train Loss:0.0010423, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:51:06,534 - [INFO] - [Epoch:41]: Training Loss:0.001042 + +2023-05-07 14:51:06,749 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 14:51:28,001 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 14:51:40,300 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 14:52:01,714 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 14:52:13,895 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.4844, Head : 0.31453, Avg : 0.39947 + +2023-05-07 14:52:13,895 - [INFO] - [Epoch 41]: Training Loss: 0.0010423, Valid MRR: 0.40729, + + + +2023-05-07 14:52:14,537 - [INFO] - [E:42| 0]: Train Loss:0.0010166, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:53:17,424 - [INFO] - [E:42| 100]: Train Loss:0.0010396, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:54:20,188 - [INFO] - [E:42| 200]: Train Loss:0.0010395, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:55:22,965 - [INFO] - [E:42| 300]: Train Loss:0.0010381, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:56:25,766 - [INFO] - [E:42| 400]: Train Loss:0.0010373, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:57:28,454 - [INFO] - [E:42| 500]: Train Loss:0.0010379, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:58:31,137 - [INFO] - [E:42| 600]: Train Loss:0.0010386, Val MRR:0.40729, wikidata12k_1n +2023-05-07 14:59:33,817 - [INFO] - [E:42| 700]: Train Loss:0.0010389, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:00:36,495 - [INFO] - [E:42| 800]: Train Loss:0.0010397, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:01:39,181 - [INFO] - [E:42| 900]: Train Loss:0.0010397, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:02:42,048 - [INFO] - [E:42| 1000]: Train Loss:0.0010401, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:03:44,891 - [INFO] - [E:42| 1100]: Train Loss:0.0010398, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:04:47,638 - [INFO] - [E:42| 1200]: Train Loss:0.0010398, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:05:50,367 - [INFO] - [E:42| 1300]: Train Loss:0.0010396, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:06:53,054 - [INFO] - [E:42| 1400]: Train Loss:0.0010395, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:07:55,783 - [INFO] - [E:42| 1500]: Train Loss:0.0010396, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:08:58,510 - [INFO] - [E:42| 1600]: Train Loss:0.0010398, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:09:39,525 - [INFO] - [Epoch:42]: Training Loss:0.00104 + +2023-05-07 15:09:39,740 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 15:10:00,967 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 15:10:13,258 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 15:10:34,746 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 15:10:46,950 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.48547, Head : 0.298, Avg : 0.39173 + +2023-05-07 15:10:46,950 - [INFO] - [Epoch 42]: Training Loss: 0.0010401, Valid MRR: 0.40729, + + + +2023-05-07 15:10:47,594 - [INFO] - [E:43| 0]: Train Loss:0.0010469, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:11:50,401 - [INFO] - [E:43| 100]: Train Loss:0.0010309, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:12:53,158 - [INFO] - [E:43| 200]: Train Loss:0.001031, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:13:55,987 - [INFO] - [E:43| 300]: Train Loss:0.0010338, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:14:58,832 - [INFO] - [E:43| 400]: Train Loss:0.0010353, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:16:01,822 - [INFO] - [E:43| 500]: Train Loss:0.001037, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:17:04,492 - [INFO] - [E:43| 600]: Train Loss:0.0010367, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:18:07,198 - [INFO] - [E:43| 700]: Train Loss:0.0010368, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:19:09,961 - [INFO] - [E:43| 800]: Train Loss:0.0010365, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:20:12,810 - [INFO] - [E:43| 900]: Train Loss:0.0010367, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:21:15,621 - [INFO] - [E:43| 1000]: Train Loss:0.0010372, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:22:18,361 - [INFO] - [E:43| 1100]: Train Loss:0.001037, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:23:21,056 - [INFO] - [E:43| 1200]: Train Loss:0.0010372, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:24:23,784 - [INFO] - [E:43| 1300]: Train Loss:0.0010376, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:25:26,538 - [INFO] - [E:43| 1400]: Train Loss:0.0010377, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:26:29,278 - [INFO] - [E:43| 1500]: Train Loss:0.0010377, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:27:31,953 - [INFO] - [E:43| 1600]: Train Loss:0.0010381, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:28:13,031 - [INFO] - [Epoch:43]: Training Loss:0.001038 + +2023-05-07 15:28:13,246 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 15:28:34,471 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 15:28:46,771 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 15:29:08,159 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 15:29:20,322 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.48627, Head : 0.30303, Avg : 0.39465 + +2023-05-07 15:29:20,322 - [INFO] - [Epoch 43]: Training Loss: 0.0010383, Valid MRR: 0.40729, + + + +2023-05-07 15:29:20,963 - [INFO] - [E:44| 0]: Train Loss:0.0010569, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:30:23,738 - [INFO] - [E:44| 100]: Train Loss:0.0010352, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:31:26,518 - [INFO] - [E:44| 200]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:32:29,272 - [INFO] - [E:44| 300]: Train Loss:0.0010337, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:33:32,039 - [INFO] - [E:44| 400]: Train Loss:0.0010333, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:34:34,812 - [INFO] - [E:44| 500]: Train Loss:0.0010346, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:35:37,505 - [INFO] - [E:44| 600]: Train Loss:0.0010347, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:36:40,320 - [INFO] - [E:44| 700]: Train Loss:0.0010339, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:37:42,987 - [INFO] - [E:44| 800]: Train Loss:0.0010342, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:38:45,748 - [INFO] - [E:44| 900]: Train Loss:0.0010341, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:39:48,531 - [INFO] - [E:44| 1000]: Train Loss:0.0010348, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:40:51,251 - [INFO] - [E:44| 1100]: Train Loss:0.0010351, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:41:53,944 - [INFO] - [E:44| 1200]: Train Loss:0.0010354, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:42:56,727 - [INFO] - [E:44| 1300]: Train Loss:0.0010355, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:43:59,526 - [INFO] - [E:44| 1400]: Train Loss:0.0010357, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:45:02,210 - [INFO] - [E:44| 1500]: Train Loss:0.0010359, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:46:05,009 - [INFO] - [E:44| 1600]: Train Loss:0.001036, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:46:45,970 - [INFO] - [Epoch:44]: Training Loss:0.001036 + +2023-05-07 15:46:46,184 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 15:47:07,392 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 15:47:19,672 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 15:47:41,065 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 15:47:53,221 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.48753, Head : 0.26579, Avg : 0.37666 + +2023-05-07 15:47:53,221 - [INFO] - [Epoch 44]: Training Loss: 0.0010363, Valid MRR: 0.40729, + + + +2023-05-07 15:47:53,868 - [INFO] - [E:45| 0]: Train Loss:0.0010511, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:48:56,662 - [INFO] - [E:45| 100]: Train Loss:0.0010325, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:49:59,334 - [INFO] - [E:45| 200]: Train Loss:0.001033, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:51:02,037 - [INFO] - [E:45| 300]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:52:04,833 - [INFO] - [E:45| 400]: Train Loss:0.001033, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:53:07,660 - [INFO] - [E:45| 500]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:54:10,552 - [INFO] - [E:45| 600]: Train Loss:0.0010336, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:55:13,313 - [INFO] - [E:45| 700]: Train Loss:0.0010332, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:56:16,044 - [INFO] - [E:45| 800]: Train Loss:0.0010328, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:57:18,799 - [INFO] - [E:45| 900]: Train Loss:0.0010331, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:58:21,535 - [INFO] - [E:45| 1000]: Train Loss:0.0010332, Val MRR:0.40729, wikidata12k_1n +2023-05-07 15:59:24,333 - [INFO] - [E:45| 1100]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:00:27,143 - [INFO] - [E:45| 1200]: Train Loss:0.0010336, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:01:29,923 - [INFO] - [E:45| 1300]: Train Loss:0.001034, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:02:32,730 - [INFO] - [E:45| 1400]: Train Loss:0.0010343, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:03:35,423 - [INFO] - [E:45| 1500]: Train Loss:0.0010343, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:04:38,101 - [INFO] - [E:45| 1600]: Train Loss:0.0010341, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:05:19,055 - [INFO] - [Epoch:45]: Training Loss:0.001035 + +2023-05-07 16:05:19,271 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 16:05:40,489 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 16:05:52,769 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 16:06:14,140 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 16:06:26,309 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.48544, Head : 0.27873, Avg : 0.38208 + +2023-05-07 16:06:26,310 - [INFO] - [Epoch 45]: Training Loss: 0.0010347, Valid MRR: 0.40729, + + + +2023-05-07 16:06:26,951 - [INFO] - [E:46| 0]: Train Loss:0.0010229, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:07:29,664 - [INFO] - [E:46| 100]: Train Loss:0.0010387, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:08:32,395 - [INFO] - [E:46| 200]: Train Loss:0.0010364, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:09:35,060 - [INFO] - [E:46| 300]: Train Loss:0.0010378, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:10:37,738 - [INFO] - [E:46| 400]: Train Loss:0.0010366, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:11:40,578 - [INFO] - [E:46| 500]: Train Loss:0.0010354, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:12:43,404 - [INFO] - [E:46| 600]: Train Loss:0.0010347, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:13:46,209 - [INFO] - [E:46| 700]: Train Loss:0.0010348, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:14:49,011 - [INFO] - [E:46| 800]: Train Loss:0.001034, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:15:51,838 - [INFO] - [E:46| 900]: Train Loss:0.0010351, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:16:54,666 - [INFO] - [E:46| 1000]: Train Loss:0.0010353, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:17:57,499 - [INFO] - [E:46| 1100]: Train Loss:0.0010346, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:19:00,285 - [INFO] - [E:46| 1200]: Train Loss:0.0010344, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:20:03,117 - [INFO] - [E:46| 1300]: Train Loss:0.0010345, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:21:05,803 - [INFO] - [E:46| 1400]: Train Loss:0.0010346, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:22:08,538 - [INFO] - [E:46| 1500]: Train Loss:0.0010344, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:23:11,259 - [INFO] - [E:46| 1600]: Train Loss:0.0010343, Val MRR:0.40729, wikidata12k_1n +2023-05-07 16:23:52,235 - [INFO] - [Epoch:46]: Training Loss:0.001034 + +2023-05-07 16:23:52,450 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 16:24:13,654 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 16:24:25,935 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 16:24:47,336 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 16:24:59,493 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.49557, Head : 0.32174, Avg : 0.40865 + +2023-05-07 16:25:00,464 - [INFO] - [Epoch 46]: Training Loss: 0.0010341, Valid MRR: 0.40865, + + + +2023-05-07 16:25:01,116 - [INFO] - [E:47| 0]: Train Loss:0.0010163, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:26:03,789 - [INFO] - [E:47| 100]: Train Loss:0.0010287, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:27:06,473 - [INFO] - [E:47| 200]: Train Loss:0.0010271, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:28:09,150 - [INFO] - [E:47| 300]: Train Loss:0.0010282, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:29:11,974 - [INFO] - [E:47| 400]: Train Loss:0.00103, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:30:14,694 - [INFO] - [E:47| 500]: Train Loss:0.0010295, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:31:17,416 - [INFO] - [E:47| 600]: Train Loss:0.0010302, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:32:20,266 - [INFO] - [E:47| 700]: Train Loss:0.0010298, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:33:23,041 - [INFO] - [E:47| 800]: Train Loss:0.0010291, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:34:25,807 - [INFO] - [E:47| 900]: Train Loss:0.0010291, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:35:28,591 - [INFO] - [E:47| 1000]: Train Loss:0.0010293, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:36:31,364 - [INFO] - [E:47| 1100]: Train Loss:0.0010296, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:37:34,222 - [INFO] - [E:47| 1200]: Train Loss:0.0010297, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:38:36,952 - [INFO] - [E:47| 1300]: Train Loss:0.0010298, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:39:39,783 - [INFO] - [E:47| 1400]: Train Loss:0.0010302, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:40:42,578 - [INFO] - [E:47| 1500]: Train Loss:0.0010304, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:41:45,362 - [INFO] - [E:47| 1600]: Train Loss:0.0010302, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:42:26,374 - [INFO] - [Epoch:47]: Training Loss:0.00103 + +2023-05-07 16:42:26,590 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 16:42:47,819 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 16:43:00,109 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 16:43:21,499 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 16:43:33,674 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.49352, Head : 0.29616, Avg : 0.39484 + +2023-05-07 16:43:33,674 - [INFO] - [Epoch 47]: Training Loss: 0.0010303, Valid MRR: 0.40865, + + + +2023-05-07 16:43:34,319 - [INFO] - [E:48| 0]: Train Loss:0.0010096, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:44:37,089 - [INFO] - [E:48| 100]: Train Loss:0.0010297, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:45:39,864 - [INFO] - [E:48| 200]: Train Loss:0.0010283, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:46:42,640 - [INFO] - [E:48| 300]: Train Loss:0.0010288, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:47:45,356 - [INFO] - [E:48| 400]: Train Loss:0.001029, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:48:48,060 - [INFO] - [E:48| 500]: Train Loss:0.0010283, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:49:50,765 - [INFO] - [E:48| 600]: Train Loss:0.0010285, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:50:53,458 - [INFO] - [E:48| 700]: Train Loss:0.0010288, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:51:56,132 - [INFO] - [E:48| 800]: Train Loss:0.0010286, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:52:58,816 - [INFO] - [E:48| 900]: Train Loss:0.0010286, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:54:01,515 - [INFO] - [E:48| 1000]: Train Loss:0.0010281, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:55:04,380 - [INFO] - [E:48| 1100]: Train Loss:0.0010284, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:56:07,067 - [INFO] - [E:48| 1200]: Train Loss:0.0010282, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:57:09,771 - [INFO] - [E:48| 1300]: Train Loss:0.0010284, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:58:12,489 - [INFO] - [E:48| 1400]: Train Loss:0.0010287, Val MRR:0.40865, wikidata12k_1n +2023-05-07 16:59:15,169 - [INFO] - [E:48| 1500]: Train Loss:0.001029, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:00:17,919 - [INFO] - [E:48| 1600]: Train Loss:0.0010289, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:00:58,886 - [INFO] - [Epoch:48]: Training Loss:0.001029 + +2023-05-07 17:00:59,100 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 17:01:20,313 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 17:01:32,602 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 17:01:53,990 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 17:02:06,154 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.49259, Head : 0.29914, Avg : 0.39586 + +2023-05-07 17:02:06,154 - [INFO] - [Epoch 48]: Training Loss: 0.0010291, Valid MRR: 0.40865, + + + +2023-05-07 17:02:06,796 - [INFO] - [E:49| 0]: Train Loss:0.0010025, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:03:09,584 - [INFO] - [E:49| 100]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:04:12,338 - [INFO] - [E:49| 200]: Train Loss:0.0010251, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:05:15,116 - [INFO] - [E:49| 300]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:06:17,921 - [INFO] - [E:49| 400]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:07:20,771 - [INFO] - [E:49| 500]: Train Loss:0.0010243, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:08:23,585 - [INFO] - [E:49| 600]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:09:26,333 - [INFO] - [E:49| 700]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:10:29,067 - [INFO] - [E:49| 800]: Train Loss:0.0010264, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:11:31,890 - [INFO] - [E:49| 900]: Train Loss:0.0010269, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:12:34,672 - [INFO] - [E:49| 1000]: Train Loss:0.0010271, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:13:37,360 - [INFO] - [E:49| 1100]: Train Loss:0.001027, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:14:40,075 - [INFO] - [E:49| 1200]: Train Loss:0.0010272, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:15:42,804 - [INFO] - [E:49| 1300]: Train Loss:0.0010272, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:16:45,535 - [INFO] - [E:49| 1400]: Train Loss:0.0010268, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:17:48,250 - [INFO] - [E:49| 1500]: Train Loss:0.0010269, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:18:50,928 - [INFO] - [E:49| 1600]: Train Loss:0.0010273, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:19:31,998 - [INFO] - [Epoch:49]: Training Loss:0.001027 + +2023-05-07 17:19:32,212 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 17:19:53,425 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 17:20:05,703 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 17:20:27,119 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 17:20:39,352 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.48407, Head : 0.29256, Avg : 0.38832 + MR: Tail : 396.08, Head : 417.75, Avg : 406.91 + Hit-1: Tail : 0.385, Head : 0.18958, Avg : 0.28729 + Hit-3: Tail : 0.53865, Head : 0.33086, Avg : 0.43475 + Hit-10: Tail : 0.66726, Head : 0.50406, Avg : 0.58566 +2023-05-07 17:20:39,352 - [INFO] - [Epoch 49]: Training Loss: 0.0010274, Valid MRR: 0.40865, + + + +2023-05-07 17:20:39,995 - [INFO] - [E:50| 0]: Train Loss:0.0010284, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:21:42,703 - [INFO] - [E:50| 100]: Train Loss:0.001025, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:22:45,397 - [INFO] - [E:50| 200]: Train Loss:0.0010233, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:23:48,086 - [INFO] - [E:50| 300]: Train Loss:0.0010233, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:24:50,817 - [INFO] - [E:50| 400]: Train Loss:0.0010242, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:25:53,508 - [INFO] - [E:50| 500]: Train Loss:0.0010256, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:26:56,230 - [INFO] - [E:50| 600]: Train Loss:0.0010261, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:27:58,906 - [INFO] - [E:50| 700]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:29:01,597 - [INFO] - [E:50| 800]: Train Loss:0.0010253, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:30:04,404 - [INFO] - [E:50| 900]: Train Loss:0.0010261, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:31:07,179 - [INFO] - [E:50| 1000]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:32:09,972 - [INFO] - [E:50| 1100]: Train Loss:0.001026, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:33:12,691 - [INFO] - [E:50| 1200]: Train Loss:0.001026, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:34:15,470 - [INFO] - [E:50| 1300]: Train Loss:0.0010262, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:35:18,165 - [INFO] - [E:50| 1400]: Train Loss:0.0010262, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:36:20,881 - [INFO] - [E:50| 1500]: Train Loss:0.001026, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:37:23,644 - [INFO] - [E:50| 1600]: Train Loss:0.0010262, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:38:04,722 - [INFO] - [Epoch:50]: Training Loss:0.001026 + +2023-05-07 17:38:04,936 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 17:38:26,176 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 17:38:38,472 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 17:38:59,865 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 17:39:12,042 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.49114, Head : 0.27534, Avg : 0.38324 + +2023-05-07 17:39:12,043 - [INFO] - [Epoch 50]: Training Loss: 0.001026, Valid MRR: 0.40865, + + + +2023-05-07 17:39:12,685 - [INFO] - [E:51| 0]: Train Loss:0.00098785, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:40:15,477 - [INFO] - [E:51| 100]: Train Loss:0.0010206, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:41:18,246 - [INFO] - [E:51| 200]: Train Loss:0.0010219, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:42:21,026 - [INFO] - [E:51| 300]: Train Loss:0.0010217, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:43:23,837 - [INFO] - [E:51| 400]: Train Loss:0.0010223, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:44:26,634 - [INFO] - [E:51| 500]: Train Loss:0.0010234, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:45:29,359 - [INFO] - [E:51| 600]: Train Loss:0.0010232, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:46:32,123 - [INFO] - [E:51| 700]: Train Loss:0.0010234, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:47:34,790 - [INFO] - [E:51| 800]: Train Loss:0.0010234, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:48:37,488 - [INFO] - [E:51| 900]: Train Loss:0.0010236, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:49:40,145 - [INFO] - [E:51| 1000]: Train Loss:0.0010235, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:50:42,820 - [INFO] - [E:51| 1100]: Train Loss:0.0010235, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:51:45,609 - [INFO] - [E:51| 1200]: Train Loss:0.0010233, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:52:48,410 - [INFO] - [E:51| 1300]: Train Loss:0.0010238, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:53:51,178 - [INFO] - [E:51| 1400]: Train Loss:0.0010242, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:54:54,028 - [INFO] - [E:51| 1500]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:55:56,769 - [INFO] - [E:51| 1600]: Train Loss:0.0010245, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:56:37,753 - [INFO] - [Epoch:51]: Training Loss:0.001025 + +2023-05-07 17:56:37,968 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 17:56:59,174 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 17:57:11,468 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 17:57:32,858 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 17:57:45,018 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.48497, Head : 0.32926, Avg : 0.40712 + +2023-05-07 17:57:45,018 - [INFO] - [Epoch 51]: Training Loss: 0.0010249, Valid MRR: 0.40865, + + + +2023-05-07 17:57:45,661 - [INFO] - [E:52| 0]: Train Loss:0.00097222, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:58:48,339 - [INFO] - [E:52| 100]: Train Loss:0.0010269, Val MRR:0.40865, wikidata12k_1n +2023-05-07 17:59:51,016 - [INFO] - [E:52| 200]: Train Loss:0.0010245, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:00:53,699 - [INFO] - [E:52| 300]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:01:56,393 - [INFO] - [E:52| 400]: Train Loss:0.0010213, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:02:59,097 - [INFO] - [E:52| 500]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:04:01,940 - [INFO] - [E:52| 600]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:05:04,684 - [INFO] - [E:52| 700]: Train Loss:0.0010221, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:06:07,431 - [INFO] - [E:52| 800]: Train Loss:0.0010226, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:07:10,220 - [INFO] - [E:52| 900]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:08:13,007 - [INFO] - [E:52| 1000]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:09:15,798 - [INFO] - [E:52| 1100]: Train Loss:0.0010227, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:10:18,626 - [INFO] - [E:52| 1200]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:11:21,418 - [INFO] - [E:52| 1300]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:12:24,239 - [INFO] - [E:52| 1400]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:13:27,018 - [INFO] - [E:52| 1500]: Train Loss:0.0010226, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:14:29,780 - [INFO] - [E:52| 1600]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:15:10,729 - [INFO] - [Epoch:52]: Training Loss:0.001023 + +2023-05-07 18:15:10,943 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 18:15:32,151 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 18:15:44,428 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 18:16:05,794 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 18:16:17,962 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.49266, Head : 0.26488, Avg : 0.37877 + +2023-05-07 18:16:17,963 - [INFO] - [Epoch 52]: Training Loss: 0.0010226, Valid MRR: 0.40865, + + + +2023-05-07 18:16:18,605 - [INFO] - [E:53| 0]: Train Loss:0.001004, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:17:21,389 - [INFO] - [E:53| 100]: Train Loss:0.0010173, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:18:24,162 - [INFO] - [E:53| 200]: Train Loss:0.0010189, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:19:26,935 - [INFO] - [E:53| 300]: Train Loss:0.0010192, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:20:29,649 - [INFO] - [E:53| 400]: Train Loss:0.0010195, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:21:32,475 - [INFO] - [E:53| 500]: Train Loss:0.0010204, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:22:35,232 - [INFO] - [E:53| 600]: Train Loss:0.0010203, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:23:37,932 - [INFO] - [E:53| 700]: Train Loss:0.0010207, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:24:40,660 - [INFO] - [E:53| 800]: Train Loss:0.0010211, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:25:43,373 - [INFO] - [E:53| 900]: Train Loss:0.0010212, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:26:46,093 - [INFO] - [E:53| 1000]: Train Loss:0.0010208, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:27:48,795 - [INFO] - [E:53| 1100]: Train Loss:0.0010205, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:28:51,470 - [INFO] - [E:53| 1200]: Train Loss:0.0010206, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:29:54,258 - [INFO] - [E:53| 1300]: Train Loss:0.0010207, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:30:57,050 - [INFO] - [E:53| 1400]: Train Loss:0.0010205, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:31:59,848 - [INFO] - [E:53| 1500]: Train Loss:0.0010206, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:33:02,550 - [INFO] - [E:53| 1600]: Train Loss:0.0010209, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:33:43,512 - [INFO] - [Epoch:53]: Training Loss:0.001021 + +2023-05-07 18:33:43,726 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 18:34:04,939 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 18:34:17,220 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 18:34:38,609 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 18:34:50,760 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.48825, Head : 0.30592, Avg : 0.39708 + +2023-05-07 18:34:50,760 - [INFO] - [Epoch 53]: Training Loss: 0.001021, Valid MRR: 0.40865, + + + +2023-05-07 18:34:51,401 - [INFO] - [E:54| 0]: Train Loss:0.0010006, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:35:54,108 - [INFO] - [E:54| 100]: Train Loss:0.0010173, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:36:56,782 - [INFO] - [E:54| 200]: Train Loss:0.0010158, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:37:59,452 - [INFO] - [E:54| 300]: Train Loss:0.0010174, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:39:02,259 - [INFO] - [E:54| 400]: Train Loss:0.0010178, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:40:04,937 - [INFO] - [E:54| 500]: Train Loss:0.0010177, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:41:07,673 - [INFO] - [E:54| 600]: Train Loss:0.0010177, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:42:10,494 - [INFO] - [E:54| 700]: Train Loss:0.0010189, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:43:13,283 - [INFO] - [E:54| 800]: Train Loss:0.0010194, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:44:16,071 - [INFO] - [E:54| 900]: Train Loss:0.0010197, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:45:18,878 - [INFO] - [E:54| 1000]: Train Loss:0.0010193, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:46:21,699 - [INFO] - [E:54| 1100]: Train Loss:0.0010195, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:47:24,477 - [INFO] - [E:54| 1200]: Train Loss:0.0010197, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:48:27,190 - [INFO] - [E:54| 1300]: Train Loss:0.00102, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:49:29,910 - [INFO] - [E:54| 1400]: Train Loss:0.0010201, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:50:32,616 - [INFO] - [E:54| 1500]: Train Loss:0.0010202, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:51:35,344 - [INFO] - [E:54| 1600]: Train Loss:0.0010202, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:52:16,353 - [INFO] - [Epoch:54]: Training Loss:0.00102 + +2023-05-07 18:52:16,568 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 18:52:37,806 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 18:52:50,103 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 18:53:11,498 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 18:53:23,672 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.48597, Head : 0.29786, Avg : 0.39191 + +2023-05-07 18:53:23,672 - [INFO] - [Epoch 54]: Training Loss: 0.00102, Valid MRR: 0.40865, + + + +2023-05-07 18:53:24,315 - [INFO] - [E:55| 0]: Train Loss:0.001011, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:54:27,033 - [INFO] - [E:55| 100]: Train Loss:0.0010145, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:55:29,820 - [INFO] - [E:55| 200]: Train Loss:0.0010141, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:56:32,739 - [INFO] - [E:55| 300]: Train Loss:0.0010161, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:57:35,482 - [INFO] - [E:55| 400]: Train Loss:0.001016, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:58:38,251 - [INFO] - [E:55| 500]: Train Loss:0.0010161, Val MRR:0.40865, wikidata12k_1n +2023-05-07 18:59:40,988 - [INFO] - [E:55| 600]: Train Loss:0.0010155, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:00:43,694 - [INFO] - [E:55| 700]: Train Loss:0.0010162, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:01:46,403 - [INFO] - [E:55| 800]: Train Loss:0.0010176, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:02:49,143 - [INFO] - [E:55| 900]: Train Loss:0.0010177, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:03:51,848 - [INFO] - [E:55| 1000]: Train Loss:0.0010181, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:04:54,692 - [INFO] - [E:55| 1100]: Train Loss:0.0010183, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:05:57,403 - [INFO] - [E:55| 1200]: Train Loss:0.0010183, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:07:00,172 - [INFO] - [E:55| 1300]: Train Loss:0.0010181, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:08:02,983 - [INFO] - [E:55| 1400]: Train Loss:0.0010187, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:09:05,784 - [INFO] - [E:55| 1500]: Train Loss:0.0010189, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:10:08,542 - [INFO] - [E:55| 1600]: Train Loss:0.0010188, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:10:49,545 - [INFO] - [Epoch:55]: Training Loss:0.001019 + +2023-05-07 19:10:49,759 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 19:11:10,985 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 19:11:23,274 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 19:11:44,672 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 19:11:56,833 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.49187, Head : 0.31697, Avg : 0.40442 + +2023-05-07 19:11:56,833 - [INFO] - [Epoch 55]: Training Loss: 0.0010187, Valid MRR: 0.40865, + + + +2023-05-07 19:11:57,474 - [INFO] - [E:56| 0]: Train Loss:0.0010175, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:13:00,295 - [INFO] - [E:56| 100]: Train Loss:0.0010085, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:14:02,960 - [INFO] - [E:56| 200]: Train Loss:0.0010116, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:15:05,633 - [INFO] - [E:56| 300]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:16:08,419 - [INFO] - [E:56| 400]: Train Loss:0.0010148, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:17:11,219 - [INFO] - [E:56| 500]: Train Loss:0.0010141, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:18:14,001 - [INFO] - [E:56| 600]: Train Loss:0.0010152, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:19:16,678 - [INFO] - [E:56| 700]: Train Loss:0.0010156, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:20:19,340 - [INFO] - [E:56| 800]: Train Loss:0.0010156, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:21:22,022 - [INFO] - [E:56| 900]: Train Loss:0.0010162, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:22:24,783 - [INFO] - [E:56| 1000]: Train Loss:0.0010163, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:23:27,474 - [INFO] - [E:56| 1100]: Train Loss:0.0010165, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:24:30,260 - [INFO] - [E:56| 1200]: Train Loss:0.0010167, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:25:33,027 - [INFO] - [E:56| 1300]: Train Loss:0.0010162, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:26:35,914 - [INFO] - [E:56| 1400]: Train Loss:0.0010164, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:27:38,600 - [INFO] - [E:56| 1500]: Train Loss:0.0010165, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:28:41,298 - [INFO] - [E:56| 1600]: Train Loss:0.0010167, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:29:22,278 - [INFO] - [Epoch:56]: Training Loss:0.001017 + +2023-05-07 19:29:22,493 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 19:29:43,681 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 19:29:55,956 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 19:30:17,426 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 19:30:29,583 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.48871, Head : 0.27877, Avg : 0.38374 + +2023-05-07 19:30:29,584 - [INFO] - [Epoch 56]: Training Loss: 0.0010169, Valid MRR: 0.40865, + + + +2023-05-07 19:30:30,223 - [INFO] - [E:57| 0]: Train Loss:0.00098981, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:31:32,929 - [INFO] - [E:57| 100]: Train Loss:0.0010157, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:32:35,620 - [INFO] - [E:57| 200]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:33:38,301 - [INFO] - [E:57| 300]: Train Loss:0.0010117, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:34:40,979 - [INFO] - [E:57| 400]: Train Loss:0.0010115, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:35:43,669 - [INFO] - [E:57| 500]: Train Loss:0.0010119, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:36:46,340 - [INFO] - [E:57| 600]: Train Loss:0.0010128, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:37:49,008 - [INFO] - [E:57| 700]: Train Loss:0.0010131, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:38:51,768 - [INFO] - [E:57| 800]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:39:54,507 - [INFO] - [E:57| 900]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:40:57,257 - [INFO] - [E:57| 1000]: Train Loss:0.0010147, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:42:00,021 - [INFO] - [E:57| 1100]: Train Loss:0.0010151, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:43:02,774 - [INFO] - [E:57| 1200]: Train Loss:0.001015, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:44:05,522 - [INFO] - [E:57| 1300]: Train Loss:0.0010152, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:45:08,246 - [INFO] - [E:57| 1400]: Train Loss:0.0010155, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:46:11,006 - [INFO] - [E:57| 1500]: Train Loss:0.0010156, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:47:13,774 - [INFO] - [E:57| 1600]: Train Loss:0.0010157, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:47:54,888 - [INFO] - [Epoch:57]: Training Loss:0.001016 + +2023-05-07 19:47:55,103 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 19:48:16,318 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 19:48:28,601 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 19:48:49,977 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 19:49:02,138 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.49028, Head : 0.29583, Avg : 0.39306 + +2023-05-07 19:49:02,138 - [INFO] - [Epoch 57]: Training Loss: 0.0010157, Valid MRR: 0.40865, + + + +2023-05-07 19:49:02,779 - [INFO] - [E:58| 0]: Train Loss:0.0010493, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:50:05,482 - [INFO] - [E:58| 100]: Train Loss:0.0010126, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:51:08,202 - [INFO] - [E:58| 200]: Train Loss:0.0010129, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:52:10,883 - [INFO] - [E:58| 300]: Train Loss:0.001013, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:53:13,563 - [INFO] - [E:58| 400]: Train Loss:0.0010128, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:54:16,231 - [INFO] - [E:58| 500]: Train Loss:0.0010135, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:55:18,932 - [INFO] - [E:58| 600]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:56:21,740 - [INFO] - [E:58| 700]: Train Loss:0.0010139, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:57:24,434 - [INFO] - [E:58| 800]: Train Loss:0.0010136, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:58:27,189 - [INFO] - [E:58| 900]: Train Loss:0.0010133, Val MRR:0.40865, wikidata12k_1n +2023-05-07 19:59:30,003 - [INFO] - [E:58| 1000]: Train Loss:0.001013, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:00:32,834 - [INFO] - [E:58| 1100]: Train Loss:0.0010133, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:01:35,550 - [INFO] - [E:58| 1200]: Train Loss:0.0010136, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:02:38,341 - [INFO] - [E:58| 1300]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:03:41,094 - [INFO] - [E:58| 1400]: Train Loss:0.001014, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:04:43,861 - [INFO] - [E:58| 1500]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:05:46,700 - [INFO] - [E:58| 1600]: Train Loss:0.0010143, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:06:27,730 - [INFO] - [Epoch:58]: Training Loss:0.001015 + +2023-05-07 20:06:27,944 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 20:06:49,163 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 20:07:01,458 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 20:07:22,860 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 20:07:35,029 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.49522, Head : 0.27331, Avg : 0.38426 + +2023-05-07 20:07:35,029 - [INFO] - [Epoch 58]: Training Loss: 0.0010147, Valid MRR: 0.40865, + + + +2023-05-07 20:07:35,674 - [INFO] - [E:59| 0]: Train Loss:0.0011136, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:08:38,458 - [INFO] - [E:59| 100]: Train Loss:0.0010121, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:09:41,276 - [INFO] - [E:59| 200]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:10:44,072 - [INFO] - [E:59| 300]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:11:46,835 - [INFO] - [E:59| 400]: Train Loss:0.0010126, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:12:49,506 - [INFO] - [E:59| 500]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:13:52,290 - [INFO] - [E:59| 600]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:14:55,081 - [INFO] - [E:59| 700]: Train Loss:0.0010129, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:15:57,894 - [INFO] - [E:59| 800]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:17:00,694 - [INFO] - [E:59| 900]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:18:03,510 - [INFO] - [E:59| 1000]: Train Loss:0.0010141, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:19:06,290 - [INFO] - [E:59| 1100]: Train Loss:0.0010143, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:20:09,070 - [INFO] - [E:59| 1200]: Train Loss:0.0010144, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:21:11,899 - [INFO] - [E:59| 1300]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:22:14,758 - [INFO] - [E:59| 1400]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:23:17,557 - [INFO] - [E:59| 1500]: Train Loss:0.0010143, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:24:20,356 - [INFO] - [E:59| 1600]: Train Loss:0.0010139, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:25:01,345 - [INFO] - [Epoch:59]: Training Loss:0.001014 + +2023-05-07 20:25:01,559 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 20:25:22,805 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 20:25:35,102 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 20:25:56,499 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 20:26:08,677 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.49286, Head : 0.28849, Avg : 0.39068 + MR: Tail : 420.26, Head : 466.02, Avg : 443.14 + Hit-1: Tail : 0.39821, Head : 0.18265, Avg : 0.29043 + Hit-3: Tail : 0.54419, Head : 0.32057, Avg : 0.43238 + Hit-10: Tail : 0.67587, Head : 0.5242, Avg : 0.60003 +2023-05-07 20:26:08,677 - [INFO] - [Epoch 59]: Training Loss: 0.0010139, Valid MRR: 0.40865, + + + +2023-05-07 20:26:09,319 - [INFO] - [E:60| 0]: Train Loss:0.0010152, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:27:12,108 - [INFO] - [E:60| 100]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:28:14,893 - [INFO] - [E:60| 200]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:29:17,680 - [INFO] - [E:60| 300]: Train Loss:0.0010104, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:30:20,468 - [INFO] - [E:60| 400]: Train Loss:0.0010106, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:31:23,304 - [INFO] - [E:60| 500]: Train Loss:0.0010105, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:32:26,017 - [INFO] - [E:60| 600]: Train Loss:0.0010106, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:33:28,708 - [INFO] - [E:60| 700]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:34:31,399 - [INFO] - [E:60| 800]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:35:34,082 - [INFO] - [E:60| 900]: Train Loss:0.0010112, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:36:36,771 - [INFO] - [E:60| 1000]: Train Loss:0.0010113, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:37:39,504 - [INFO] - [E:60| 1100]: Train Loss:0.0010115, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:38:42,208 - [INFO] - [E:60| 1200]: Train Loss:0.001012, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:39:45,002 - [INFO] - [E:60| 1300]: Train Loss:0.0010122, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:40:47,712 - [INFO] - [E:60| 1400]: Train Loss:0.0010121, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:41:50,431 - [INFO] - [E:60| 1500]: Train Loss:0.0010125, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:42:53,142 - [INFO] - [E:60| 1600]: Train Loss:0.0010124, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:43:34,108 - [INFO] - [Epoch:60]: Training Loss:0.001012 + +2023-05-07 20:43:34,323 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 20:43:55,538 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 20:44:07,825 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 20:44:29,204 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 20:44:41,376 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.50373, Head : 0.29752, Avg : 0.40063 + +2023-05-07 20:44:41,376 - [INFO] - [Epoch 60]: Training Loss: 0.0010123, Valid MRR: 0.40865, + + + +2023-05-07 20:44:42,017 - [INFO] - [E:61| 0]: Train Loss:0.0010228, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:45:44,712 - [INFO] - [E:61| 100]: Train Loss:0.0010124, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:46:47,418 - [INFO] - [E:61| 200]: Train Loss:0.0010131, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:47:50,141 - [INFO] - [E:61| 300]: Train Loss:0.0010118, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:48:53,032 - [INFO] - [E:61| 400]: Train Loss:0.0010114, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:49:56,039 - [INFO] - [E:61| 500]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:50:58,842 - [INFO] - [E:61| 600]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:52:01,642 - [INFO] - [E:61| 700]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:53:04,427 - [INFO] - [E:61| 800]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:54:07,244 - [INFO] - [E:61| 900]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:55:10,030 - [INFO] - [E:61| 1000]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:56:12,831 - [INFO] - [E:61| 1100]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:57:15,640 - [INFO] - [E:61| 1200]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:58:18,319 - [INFO] - [E:61| 1300]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 20:59:21,405 - [INFO] - [E:61| 1400]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:00:24,348 - [INFO] - [E:61| 1500]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:01:27,058 - [INFO] - [E:61| 1600]: Train Loss:0.0010111, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:02:08,064 - [INFO] - [Epoch:61]: Training Loss:0.001011 + +2023-05-07 21:02:08,278 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 21:02:29,490 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 21:02:41,772 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 21:03:03,140 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 21:03:15,307 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.49723, Head : 0.27957, Avg : 0.3884 + +2023-05-07 21:03:15,307 - [INFO] - [Epoch 61]: Training Loss: 0.0010112, Valid MRR: 0.40865, + + + +2023-05-07 21:03:15,948 - [INFO] - [E:62| 0]: Train Loss:0.00099735, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:04:18,643 - [INFO] - [E:62| 100]: Train Loss:0.0010063, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:05:21,417 - [INFO] - [E:62| 200]: Train Loss:0.0010063, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:06:24,195 - [INFO] - [E:62| 300]: Train Loss:0.0010074, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:07:26,980 - [INFO] - [E:62| 400]: Train Loss:0.0010092, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:08:29,775 - [INFO] - [E:62| 500]: Train Loss:0.0010102, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:09:32,575 - [INFO] - [E:62| 600]: Train Loss:0.0010105, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:10:35,357 - [INFO] - [E:62| 700]: Train Loss:0.0010111, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:11:38,118 - [INFO] - [E:62| 800]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:12:40,817 - [INFO] - [E:62| 900]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:13:43,547 - [INFO] - [E:62| 1000]: Train Loss:0.0010111, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:14:46,299 - [INFO] - [E:62| 1100]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:15:48,972 - [INFO] - [E:62| 1200]: Train Loss:0.001011, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:16:51,631 - [INFO] - [E:62| 1300]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:17:54,299 - [INFO] - [E:62| 1400]: Train Loss:0.0010105, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:18:57,023 - [INFO] - [E:62| 1500]: Train Loss:0.0010104, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:19:59,708 - [INFO] - [E:62| 1600]: Train Loss:0.0010106, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:20:40,645 - [INFO] - [Epoch:62]: Training Loss:0.00101 + +2023-05-07 21:20:40,861 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 21:21:02,065 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 21:21:14,348 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 21:21:35,718 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 21:21:47,880 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.49383, Head : 0.27969, Avg : 0.38676 + +2023-05-07 21:21:47,880 - [INFO] - [Epoch 62]: Training Loss: 0.0010104, Valid MRR: 0.40865, + + + +2023-05-07 21:21:48,523 - [INFO] - [E:63| 0]: Train Loss:0.001006, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:22:51,282 - [INFO] - [E:63| 100]: Train Loss:0.0010064, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:23:53,985 - [INFO] - [E:63| 200]: Train Loss:0.0010054, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:24:56,687 - [INFO] - [E:63| 300]: Train Loss:0.0010057, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:25:59,371 - [INFO] - [E:63| 400]: Train Loss:0.001007, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:27:02,072 - [INFO] - [E:63| 500]: Train Loss:0.0010068, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:28:04,771 - [INFO] - [E:63| 600]: Train Loss:0.0010067, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:29:07,483 - [INFO] - [E:63| 700]: Train Loss:0.0010067, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:30:10,182 - [INFO] - [E:63| 800]: Train Loss:0.0010074, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:31:12,891 - [INFO] - [E:63| 900]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:32:15,673 - [INFO] - [E:63| 1000]: Train Loss:0.0010088, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:33:18,437 - [INFO] - [E:63| 1100]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:34:21,189 - [INFO] - [E:63| 1200]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:35:23,978 - [INFO] - [E:63| 1300]: Train Loss:0.001009, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:36:26,763 - [INFO] - [E:63| 1400]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:37:29,529 - [INFO] - [E:63| 1500]: Train Loss:0.0010086, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:38:32,292 - [INFO] - [E:63| 1600]: Train Loss:0.0010088, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:39:13,275 - [INFO] - [Epoch:63]: Training Loss:0.001009 + +2023-05-07 21:39:13,490 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 21:39:34,685 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 21:39:46,959 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 21:40:08,428 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 21:40:20,577 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.49102, Head : 0.26291, Avg : 0.37696 + +2023-05-07 21:40:20,577 - [INFO] - [Epoch 63]: Training Loss: 0.0010091, Valid MRR: 0.40865, + + + +2023-05-07 21:40:21,217 - [INFO] - [E:64| 0]: Train Loss:0.001014, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:41:23,893 - [INFO] - [E:64| 100]: Train Loss:0.0010134, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:42:26,598 - [INFO] - [E:64| 200]: Train Loss:0.0010101, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:43:29,286 - [INFO] - [E:64| 300]: Train Loss:0.0010098, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:44:31,966 - [INFO] - [E:64| 400]: Train Loss:0.0010099, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:45:34,688 - [INFO] - [E:64| 500]: Train Loss:0.0010091, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:46:37,395 - [INFO] - [E:64| 600]: Train Loss:0.0010093, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:47:40,145 - [INFO] - [E:64| 700]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:48:42,909 - [INFO] - [E:64| 800]: Train Loss:0.0010086, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:49:45,646 - [INFO] - [E:64| 900]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:50:48,401 - [INFO] - [E:64| 1000]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:51:51,183 - [INFO] - [E:64| 1100]: Train Loss:0.001008, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:52:53,946 - [INFO] - [E:64| 1200]: Train Loss:0.0010081, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:53:56,743 - [INFO] - [E:64| 1300]: Train Loss:0.0010081, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:54:59,665 - [INFO] - [E:64| 1400]: Train Loss:0.001008, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:56:02,431 - [INFO] - [E:64| 1500]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:57:05,231 - [INFO] - [E:64| 1600]: Train Loss:0.0010086, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:57:46,285 - [INFO] - [Epoch:64]: Training Loss:0.001009 + +2023-05-07 21:57:46,500 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 21:58:07,718 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 21:58:20,009 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 21:58:41,389 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 21:58:53,560 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.50017, Head : 0.30381, Avg : 0.40199 + +2023-05-07 21:58:53,560 - [INFO] - [Epoch 64]: Training Loss: 0.0010086, Valid MRR: 0.40865, + + + +2023-05-07 21:58:54,202 - [INFO] - [E:65| 0]: Train Loss:0.0010003, Val MRR:0.40865, wikidata12k_1n +2023-05-07 21:59:56,975 - [INFO] - [E:65| 100]: Train Loss:0.0010058, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:00:59,752 - [INFO] - [E:65| 200]: Train Loss:0.001006, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:02:02,493 - [INFO] - [E:65| 300]: Train Loss:0.0010053, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:03:05,241 - [INFO] - [E:65| 400]: Train Loss:0.0010056, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:04:07,985 - [INFO] - [E:65| 500]: Train Loss:0.0010055, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:05:10,753 - [INFO] - [E:65| 600]: Train Loss:0.0010054, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:06:13,609 - [INFO] - [E:65| 700]: Train Loss:0.0010068, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:07:17,106 - [INFO] - [E:65| 800]: Train Loss:0.0010071, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:08:19,867 - [INFO] - [E:65| 900]: Train Loss:0.0010071, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:09:22,600 - [INFO] - [E:65| 1000]: Train Loss:0.001007, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:10:25,331 - [INFO] - [E:65| 1100]: Train Loss:0.0010072, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:11:28,080 - [INFO] - [E:65| 1200]: Train Loss:0.0010072, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:12:30,803 - [INFO] - [E:65| 1300]: Train Loss:0.0010069, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:13:33,583 - [INFO] - [E:65| 1400]: Train Loss:0.0010071, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:14:36,333 - [INFO] - [E:65| 1500]: Train Loss:0.0010068, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:15:39,071 - [INFO] - [E:65| 1600]: Train Loss:0.0010069, Val MRR:0.40865, wikidata12k_1n +2023-05-07 22:16:20,142 - [INFO] - [Epoch:65]: Training Loss:0.001007 + +2023-05-07 22:16:20,357 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 22:16:41,586 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 22:16:53,873 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 22:17:15,280 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 22:17:27,452 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.49591, Head : 0.34784, Avg : 0.42187 + +2023-05-07 22:17:28,434 - [INFO] - [Epoch 65]: Training Loss: 0.0010071, Valid MRR: 0.42187, + + + +2023-05-07 22:17:29,083 - [INFO] - [E:66| 0]: Train Loss:0.00097439, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:18:31,751 - [INFO] - [E:66| 100]: Train Loss:0.0010039, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:19:34,429 - [INFO] - [E:66| 200]: Train Loss:0.0010031, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:20:37,136 - [INFO] - [E:66| 300]: Train Loss:0.0010032, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:21:39,831 - [INFO] - [E:66| 400]: Train Loss:0.0010033, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:22:42,497 - [INFO] - [E:66| 500]: Train Loss:0.0010041, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:23:45,285 - [INFO] - [E:66| 600]: Train Loss:0.0010041, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:24:47,979 - [INFO] - [E:66| 700]: Train Loss:0.0010048, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:25:50,636 - [INFO] - [E:66| 800]: Train Loss:0.0010047, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:26:53,309 - [INFO] - [E:66| 900]: Train Loss:0.0010045, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:27:55,955 - [INFO] - [E:66| 1000]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:28:58,654 - [INFO] - [E:66| 1100]: Train Loss:0.0010054, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:30:01,313 - [INFO] - [E:66| 1200]: Train Loss:0.0010057, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:31:04,060 - [INFO] - [E:66| 1300]: Train Loss:0.0010056, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:32:06,860 - [INFO] - [E:66| 1400]: Train Loss:0.0010057, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:33:09,592 - [INFO] - [E:66| 1500]: Train Loss:0.0010058, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:34:12,327 - [INFO] - [E:66| 1600]: Train Loss:0.0010059, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:34:53,309 - [INFO] - [Epoch:66]: Training Loss:0.001006 + +2023-05-07 22:34:53,524 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 22:35:14,741 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 22:35:27,019 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 22:35:48,405 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 22:36:00,570 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.4978, Head : 0.31071, Avg : 0.40426 + +2023-05-07 22:36:00,570 - [INFO] - [Epoch 66]: Training Loss: 0.0010061, Valid MRR: 0.42187, + + + +2023-05-07 22:36:01,213 - [INFO] - [E:67| 0]: Train Loss:0.00098129, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:37:03,891 - [INFO] - [E:67| 100]: Train Loss:0.0010061, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:38:06,629 - [INFO] - [E:67| 200]: Train Loss:0.0010033, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:39:09,416 - [INFO] - [E:67| 300]: Train Loss:0.0010041, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:40:12,193 - [INFO] - [E:67| 400]: Train Loss:0.0010037, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:41:15,039 - [INFO] - [E:67| 500]: Train Loss:0.001004, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:42:17,766 - [INFO] - [E:67| 600]: Train Loss:0.001005, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:43:20,467 - [INFO] - [E:67| 700]: Train Loss:0.0010053, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:44:23,190 - [INFO] - [E:67| 800]: Train Loss:0.0010052, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:45:25,910 - [INFO] - [E:67| 900]: Train Loss:0.0010054, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:46:28,597 - [INFO] - [E:67| 1000]: Train Loss:0.0010048, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:47:31,312 - [INFO] - [E:67| 1100]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:48:34,050 - [INFO] - [E:67| 1200]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:49:36,881 - [INFO] - [E:67| 1300]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:50:39,557 - [INFO] - [E:67| 1400]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:51:42,251 - [INFO] - [E:67| 1500]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:52:44,914 - [INFO] - [E:67| 1600]: Train Loss:0.001005, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:53:25,878 - [INFO] - [Epoch:67]: Training Loss:0.001005 + +2023-05-07 22:53:26,093 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 22:53:47,293 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 22:53:59,622 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 22:54:20,989 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 22:54:33,147 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.49569, Head : 0.32081, Avg : 0.40825 + +2023-05-07 22:54:33,147 - [INFO] - [Epoch 67]: Training Loss: 0.0010048, Valid MRR: 0.42187, + + + +2023-05-07 22:54:33,791 - [INFO] - [E:68| 0]: Train Loss:0.00098204, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:55:36,604 - [INFO] - [E:68| 100]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:56:39,396 - [INFO] - [E:68| 200]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:57:42,175 - [INFO] - [E:68| 300]: Train Loss:0.0010015, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:58:44,980 - [INFO] - [E:68| 400]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n +2023-05-07 22:59:47,674 - [INFO] - [E:68| 500]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:00:50,481 - [INFO] - [E:68| 600]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:01:53,203 - [INFO] - [E:68| 700]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:02:55,951 - [INFO] - [E:68| 800]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:03:58,710 - [INFO] - [E:68| 900]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:05:01,429 - [INFO] - [E:68| 1000]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:06:04,151 - [INFO] - [E:68| 1100]: Train Loss:0.0010028, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:07:07,010 - [INFO] - [E:68| 1200]: Train Loss:0.0010029, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:08:09,834 - [INFO] - [E:68| 1300]: Train Loss:0.0010035, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:09:12,590 - [INFO] - [E:68| 1400]: Train Loss:0.0010038, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:10:15,352 - [INFO] - [E:68| 1500]: Train Loss:0.0010037, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:11:18,140 - [INFO] - [E:68| 1600]: Train Loss:0.0010039, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:11:59,184 - [INFO] - [Epoch:68]: Training Loss:0.001004 + +2023-05-07 23:11:59,398 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 23:12:20,629 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 23:12:32,921 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 23:12:54,312 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 23:13:06,482 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.49045, Head : 0.32508, Avg : 0.40777 + +2023-05-07 23:13:06,482 - [INFO] - [Epoch 68]: Training Loss: 0.001004, Valid MRR: 0.42187, + + + +2023-05-07 23:13:07,124 - [INFO] - [E:69| 0]: Train Loss:0.00097293, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:14:09,908 - [INFO] - [E:69| 100]: Train Loss:0.00099679, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:15:12,741 - [INFO] - [E:69| 200]: Train Loss:0.0009996, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:16:15,535 - [INFO] - [E:69| 300]: Train Loss:0.0010004, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:17:18,285 - [INFO] - [E:69| 400]: Train Loss:0.0010021, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:18:21,044 - [INFO] - [E:69| 500]: Train Loss:0.0010012, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:19:23,787 - [INFO] - [E:69| 600]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:20:26,542 - [INFO] - [E:69| 700]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:21:29,346 - [INFO] - [E:69| 800]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:22:32,114 - [INFO] - [E:69| 900]: Train Loss:0.001002, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:23:34,869 - [INFO] - [E:69| 1000]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:24:37,703 - [INFO] - [E:69| 1100]: Train Loss:0.0010022, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:25:40,398 - [INFO] - [E:69| 1200]: Train Loss:0.0010023, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:26:43,230 - [INFO] - [E:69| 1300]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:27:46,066 - [INFO] - [E:69| 1400]: Train Loss:0.001003, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:28:48,865 - [INFO] - [E:69| 1500]: Train Loss:0.0010031, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:29:51,679 - [INFO] - [E:69| 1600]: Train Loss:0.0010032, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:30:32,709 - [INFO] - [Epoch:69]: Training Loss:0.001003 + +2023-05-07 23:30:32,924 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 23:30:54,174 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 23:31:06,468 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 23:31:27,870 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 23:31:40,045 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.49667, Head : 0.32745, Avg : 0.41206 + MR: Tail : 439.77, Head : 493.37, Avg : 466.57 + Hit-1: Tail : 0.3995, Head : 0.21635, Avg : 0.30792 + Hit-3: Tail : 0.5476, Head : 0.37782, Avg : 0.46271 + Hit-10: Tail : 0.68656, Head : 0.55117, Avg : 0.61886 +2023-05-07 23:31:40,045 - [INFO] - [Epoch 69]: Training Loss: 0.0010032, Valid MRR: 0.42187, + + + +2023-05-07 23:31:40,689 - [INFO] - [E:70| 0]: Train Loss:0.0010253, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:32:43,542 - [INFO] - [E:70| 100]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:33:46,230 - [INFO] - [E:70| 200]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:34:48,998 - [INFO] - [E:70| 300]: Train Loss:0.0010014, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:35:51,780 - [INFO] - [E:70| 400]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:36:54,626 - [INFO] - [E:70| 500]: Train Loss:0.00099991, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:37:57,429 - [INFO] - [E:70| 600]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:39:00,213 - [INFO] - [E:70| 700]: Train Loss:0.0010012, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:40:03,049 - [INFO] - [E:70| 800]: Train Loss:0.0010014, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:41:05,881 - [INFO] - [E:70| 900]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:42:08,572 - [INFO] - [E:70| 1000]: Train Loss:0.0010018, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:43:11,260 - [INFO] - [E:70| 1100]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:44:13,937 - [INFO] - [E:70| 1200]: Train Loss:0.0010022, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:45:16,654 - [INFO] - [E:70| 1300]: Train Loss:0.0010023, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:46:19,352 - [INFO] - [E:70| 1400]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:47:22,073 - [INFO] - [E:70| 1500]: Train Loss:0.0010022, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:48:24,793 - [INFO] - [E:70| 1600]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:49:05,772 - [INFO] - [Epoch:70]: Training Loss:0.001002 + +2023-05-07 23:49:05,988 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-07 23:49:27,186 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-07 23:49:39,515 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-07 23:50:00,968 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-07 23:50:13,141 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.48949, Head : 0.31067, Avg : 0.40008 + +2023-05-07 23:50:13,141 - [INFO] - [Epoch 70]: Training Loss: 0.0010024, Valid MRR: 0.42187, + + + +2023-05-07 23:50:13,781 - [INFO] - [E:71| 0]: Train Loss:0.0010009, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:51:16,602 - [INFO] - [E:71| 100]: Train Loss:0.0010009, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:52:19,600 - [INFO] - [E:71| 200]: Train Loss:0.0010001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:53:22,579 - [INFO] - [E:71| 300]: Train Loss:0.0010004, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:54:25,527 - [INFO] - [E:71| 400]: Train Loss:0.00099938, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:55:28,334 - [INFO] - [E:71| 500]: Train Loss:0.00099916, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:56:31,296 - [INFO] - [E:71| 600]: Train Loss:0.00099912, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:57:34,182 - [INFO] - [E:71| 700]: Train Loss:0.001, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:58:36,940 - [INFO] - [E:71| 800]: Train Loss:0.0010011, Val MRR:0.42187, wikidata12k_1n +2023-05-07 23:59:39,741 - [INFO] - [E:71| 900]: Train Loss:0.0010011, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:00:42,509 - [INFO] - [E:71| 1000]: Train Loss:0.0010009, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:01:45,280 - [INFO] - [E:71| 1100]: Train Loss:0.0010016, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:02:48,033 - [INFO] - [E:71| 1200]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:03:50,844 - [INFO] - [E:71| 1300]: Train Loss:0.0010015, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:04:53,590 - [INFO] - [E:71| 1400]: Train Loss:0.0010016, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:05:56,378 - [INFO] - [E:71| 1500]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:06:59,150 - [INFO] - [E:71| 1600]: Train Loss:0.001002, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:07:40,196 - [INFO] - [Epoch:71]: Training Loss:0.001002 + +2023-05-08 00:07:40,411 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 00:08:01,636 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 00:08:13,921 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 00:08:35,304 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 00:08:47,470 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.49722, Head : 0.34188, Avg : 0.41955 + +2023-05-08 00:08:47,470 - [INFO] - [Epoch 71]: Training Loss: 0.0010021, Valid MRR: 0.42187, + + + +2023-05-08 00:08:48,111 - [INFO] - [E:72| 0]: Train Loss:0.0010133, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:09:50,820 - [INFO] - [E:72| 100]: Train Loss:0.00099849, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:10:53,478 - [INFO] - [E:72| 200]: Train Loss:0.00099895, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:11:56,182 - [INFO] - [E:72| 300]: Train Loss:0.00099961, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:12:58,902 - [INFO] - [E:72| 400]: Train Loss:0.00099946, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:14:01,662 - [INFO] - [E:72| 500]: Train Loss:0.00099909, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:15:04,427 - [INFO] - [E:72| 600]: Train Loss:0.00099902, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:16:07,277 - [INFO] - [E:72| 700]: Train Loss:0.00099953, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:17:10,045 - [INFO] - [E:72| 800]: Train Loss:0.00099946, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:18:12,871 - [INFO] - [E:72| 900]: Train Loss:0.00099969, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:19:15,632 - [INFO] - [E:72| 1000]: Train Loss:0.00099981, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:20:18,436 - [INFO] - [E:72| 1100]: Train Loss:0.0010003, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:21:21,244 - [INFO] - [E:72| 1200]: Train Loss:0.0010006, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:22:24,024 - [INFO] - [E:72| 1300]: Train Loss:0.0010006, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:23:26,811 - [INFO] - [E:72| 1400]: Train Loss:0.0010005, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:24:29,667 - [INFO] - [E:72| 1500]: Train Loss:0.0010003, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:25:32,463 - [INFO] - [E:72| 1600]: Train Loss:0.0010004, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:26:13,510 - [INFO] - [Epoch:72]: Training Loss:0.001 + +2023-05-08 00:26:13,726 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 00:26:34,946 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 00:26:47,244 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 00:27:08,641 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 00:27:20,812 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.5011, Head : 0.2855, Avg : 0.3933 + +2023-05-08 00:27:20,812 - [INFO] - [Epoch 72]: Training Loss: 0.0010003, Valid MRR: 0.42187, + + + +2023-05-08 00:27:21,458 - [INFO] - [E:73| 0]: Train Loss:0.0010058, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:28:24,187 - [INFO] - [E:73| 100]: Train Loss:0.00099686, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:29:26,971 - [INFO] - [E:73| 200]: Train Loss:0.00099765, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:30:29,644 - [INFO] - [E:73| 300]: Train Loss:0.00099806, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:31:32,381 - [INFO] - [E:73| 400]: Train Loss:0.00099799, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:32:35,295 - [INFO] - [E:73| 500]: Train Loss:0.00099911, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:33:38,048 - [INFO] - [E:73| 600]: Train Loss:0.00099895, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:34:40,729 - [INFO] - [E:73| 700]: Train Loss:0.00099875, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:35:43,451 - [INFO] - [E:73| 800]: Train Loss:0.00099835, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:36:46,235 - [INFO] - [E:73| 900]: Train Loss:0.00099845, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:37:49,032 - [INFO] - [E:73| 1000]: Train Loss:0.00099826, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:38:51,842 - [INFO] - [E:73| 1100]: Train Loss:0.00099849, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:39:54,670 - [INFO] - [E:73| 1200]: Train Loss:0.00099852, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:40:57,453 - [INFO] - [E:73| 1300]: Train Loss:0.00099876, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:42:00,224 - [INFO] - [E:73| 1400]: Train Loss:0.00099916, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:43:02,960 - [INFO] - [E:73| 1500]: Train Loss:0.0009992, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:44:05,712 - [INFO] - [E:73| 1600]: Train Loss:0.00099943, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:44:46,722 - [INFO] - [Epoch:73]: Training Loss:0.0009994 + +2023-05-08 00:44:46,938 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 00:45:08,153 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 00:45:20,436 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 00:45:41,823 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 00:45:53,997 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.49694, Head : 0.29605, Avg : 0.39649 + +2023-05-08 00:45:53,997 - [INFO] - [Epoch 73]: Training Loss: 0.00099942, Valid MRR: 0.42187, + + + +2023-05-08 00:45:54,638 - [INFO] - [E:74| 0]: Train Loss:0.0011114, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:46:57,399 - [INFO] - [E:74| 100]: Train Loss:0.0009985, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:48:00,167 - [INFO] - [E:74| 200]: Train Loss:0.00099764, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:49:02,915 - [INFO] - [E:74| 300]: Train Loss:0.00099802, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:50:05,643 - [INFO] - [E:74| 400]: Train Loss:0.00099806, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:51:08,417 - [INFO] - [E:74| 500]: Train Loss:0.0009976, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:52:11,102 - [INFO] - [E:74| 600]: Train Loss:0.00099812, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:53:13,800 - [INFO] - [E:74| 700]: Train Loss:0.00099859, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:54:16,482 - [INFO] - [E:74| 800]: Train Loss:0.0009988, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:55:19,186 - [INFO] - [E:74| 900]: Train Loss:0.00099962, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:56:21,854 - [INFO] - [E:74| 1000]: Train Loss:0.00099938, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:57:24,526 - [INFO] - [E:74| 1100]: Train Loss:0.00099934, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:58:27,174 - [INFO] - [E:74| 1200]: Train Loss:0.00099917, Val MRR:0.42187, wikidata12k_1n +2023-05-08 00:59:29,994 - [INFO] - [E:74| 1300]: Train Loss:0.00099909, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:00:32,751 - [INFO] - [E:74| 1400]: Train Loss:0.00099901, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:01:35,520 - [INFO] - [E:74| 1500]: Train Loss:0.00099883, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:02:38,247 - [INFO] - [E:74| 1600]: Train Loss:0.00099875, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:03:19,201 - [INFO] - [Epoch:74]: Training Loss:0.0009987 + +2023-05-08 01:03:19,417 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 01:03:40,633 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 01:03:52,921 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 01:04:14,295 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 01:04:26,454 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.48952, Head : 0.26564, Avg : 0.37758 + +2023-05-08 01:04:26,454 - [INFO] - [Epoch 74]: Training Loss: 0.00099871, Valid MRR: 0.42187, + + + +2023-05-08 01:04:27,097 - [INFO] - [E:75| 0]: Train Loss:0.00096786, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:05:29,787 - [INFO] - [E:75| 100]: Train Loss:0.00099153, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:06:32,508 - [INFO] - [E:75| 200]: Train Loss:0.00099264, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:07:35,247 - [INFO] - [E:75| 300]: Train Loss:0.00099417, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:08:38,120 - [INFO] - [E:75| 400]: Train Loss:0.00099457, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:09:40,953 - [INFO] - [E:75| 500]: Train Loss:0.00099604, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:10:43,762 - [INFO] - [E:75| 600]: Train Loss:0.00099628, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:11:46,581 - [INFO] - [E:75| 700]: Train Loss:0.00099682, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:12:49,290 - [INFO] - [E:75| 800]: Train Loss:0.00099682, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:13:51,965 - [INFO] - [E:75| 900]: Train Loss:0.00099709, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:14:54,627 - [INFO] - [E:75| 1000]: Train Loss:0.00099711, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:15:57,306 - [INFO] - [E:75| 1100]: Train Loss:0.00099728, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:16:59,994 - [INFO] - [E:75| 1200]: Train Loss:0.00099742, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:18:02,748 - [INFO] - [E:75| 1300]: Train Loss:0.00099738, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:19:05,416 - [INFO] - [E:75| 1400]: Train Loss:0.00099729, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:20:08,103 - [INFO] - [E:75| 1500]: Train Loss:0.0009976, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:21:10,787 - [INFO] - [E:75| 1600]: Train Loss:0.00099778, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:21:51,750 - [INFO] - [Epoch:75]: Training Loss:0.0009978 + +2023-05-08 01:21:51,965 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 01:22:13,155 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 01:22:25,428 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 01:22:46,814 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 01:22:58,972 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.50149, Head : 0.33142, Avg : 0.41645 + +2023-05-08 01:22:58,972 - [INFO] - [Epoch 75]: Training Loss: 0.0009978, Valid MRR: 0.42187, + + + +2023-05-08 01:22:59,612 - [INFO] - [E:76| 0]: Train Loss:0.00096237, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:24:02,301 - [INFO] - [E:76| 100]: Train Loss:0.00099126, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:25:05,045 - [INFO] - [E:76| 200]: Train Loss:0.00099391, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:26:07,735 - [INFO] - [E:76| 300]: Train Loss:0.00099368, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:27:10,418 - [INFO] - [E:76| 400]: Train Loss:0.0009938, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:28:13,148 - [INFO] - [E:76| 500]: Train Loss:0.00099477, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:29:15,933 - [INFO] - [E:76| 600]: Train Loss:0.00099481, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:30:18,735 - [INFO] - [E:76| 700]: Train Loss:0.00099514, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:31:21,561 - [INFO] - [E:76| 800]: Train Loss:0.00099556, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:32:24,354 - [INFO] - [E:76| 900]: Train Loss:0.00099621, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:33:27,160 - [INFO] - [E:76| 1000]: Train Loss:0.00099645, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:34:29,923 - [INFO] - [E:76| 1100]: Train Loss:0.00099661, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:35:32,639 - [INFO] - [E:76| 1200]: Train Loss:0.00099661, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:36:35,605 - [INFO] - [E:76| 1300]: Train Loss:0.00099659, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:37:38,415 - [INFO] - [E:76| 1400]: Train Loss:0.00099662, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:38:41,206 - [INFO] - [E:76| 1500]: Train Loss:0.00099673, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:39:44,050 - [INFO] - [E:76| 1600]: Train Loss:0.00099703, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:40:25,074 - [INFO] - [Epoch:76]: Training Loss:0.000997 + +2023-05-08 01:40:25,289 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 01:40:46,523 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 01:40:58,808 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 01:41:20,197 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 01:41:32,354 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.49307, Head : 0.27298, Avg : 0.38302 + +2023-05-08 01:41:32,355 - [INFO] - [Epoch 76]: Training Loss: 0.00099695, Valid MRR: 0.42187, + + + +2023-05-08 01:41:32,997 - [INFO] - [E:77| 0]: Train Loss:0.00098471, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:42:35,889 - [INFO] - [E:77| 100]: Train Loss:0.0009906, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:43:38,768 - [INFO] - [E:77| 200]: Train Loss:0.00099355, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:44:41,712 - [INFO] - [E:77| 300]: Train Loss:0.00099429, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:45:44,640 - [INFO] - [E:77| 400]: Train Loss:0.00099327, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:46:47,339 - [INFO] - [E:77| 500]: Train Loss:0.00099409, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:47:50,039 - [INFO] - [E:77| 600]: Train Loss:0.00099444, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:48:52,698 - [INFO] - [E:77| 700]: Train Loss:0.00099445, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:49:55,390 - [INFO] - [E:77| 800]: Train Loss:0.00099444, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:50:58,104 - [INFO] - [E:77| 900]: Train Loss:0.00099437, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:52:00,888 - [INFO] - [E:77| 1000]: Train Loss:0.00099496, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:53:03,673 - [INFO] - [E:77| 1100]: Train Loss:0.000995, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:54:06,447 - [INFO] - [E:77| 1200]: Train Loss:0.00099521, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:55:09,236 - [INFO] - [E:77| 1300]: Train Loss:0.00099544, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:56:11,989 - [INFO] - [E:77| 1400]: Train Loss:0.00099526, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:57:14,772 - [INFO] - [E:77| 1500]: Train Loss:0.00099542, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:58:17,511 - [INFO] - [E:77| 1600]: Train Loss:0.00099558, Val MRR:0.42187, wikidata12k_1n +2023-05-08 01:58:58,506 - [INFO] - [Epoch:77]: Training Loss:0.0009955 + +2023-05-08 01:58:58,720 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 01:59:19,927 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 01:59:32,255 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 01:59:53,720 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 02:00:05,882 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.49265, Head : 0.28752, Avg : 0.39008 + +2023-05-08 02:00:05,882 - [INFO] - [Epoch 77]: Training Loss: 0.00099547, Valid MRR: 0.42187, + + + +2023-05-08 02:00:06,524 - [INFO] - [E:78| 0]: Train Loss:0.00096078, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:01:09,384 - [INFO] - [E:78| 100]: Train Loss:0.00098865, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:02:12,134 - [INFO] - [E:78| 200]: Train Loss:0.00098938, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:03:14,906 - [INFO] - [E:78| 300]: Train Loss:0.00099025, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:04:17,667 - [INFO] - [E:78| 400]: Train Loss:0.00099164, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:05:20,441 - [INFO] - [E:78| 500]: Train Loss:0.00099263, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:06:23,179 - [INFO] - [E:78| 600]: Train Loss:0.0009933, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:07:25,874 - [INFO] - [E:78| 700]: Train Loss:0.00099344, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:08:28,617 - [INFO] - [E:78| 800]: Train Loss:0.00099401, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:09:31,303 - [INFO] - [E:78| 900]: Train Loss:0.00099421, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:10:33,984 - [INFO] - [E:78| 1000]: Train Loss:0.0009945, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:11:36,685 - [INFO] - [E:78| 1100]: Train Loss:0.0009946, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:12:39,485 - [INFO] - [E:78| 1200]: Train Loss:0.0009946, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:13:42,278 - [INFO] - [E:78| 1300]: Train Loss:0.00099517, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:14:45,086 - [INFO] - [E:78| 1400]: Train Loss:0.00099511, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:15:47,771 - [INFO] - [E:78| 1500]: Train Loss:0.0009952, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:16:50,525 - [INFO] - [E:78| 1600]: Train Loss:0.00099539, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:17:31,628 - [INFO] - [Epoch:78]: Training Loss:0.0009953 + +2023-05-08 02:17:31,844 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 02:17:53,064 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 02:18:05,350 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 02:18:26,741 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 02:18:38,924 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.49667, Head : 0.3139, Avg : 0.40528 + +2023-05-08 02:18:38,924 - [INFO] - [Epoch 78]: Training Loss: 0.0009953, Valid MRR: 0.42187, + + + +2023-05-08 02:18:39,573 - [INFO] - [E:79| 0]: Train Loss:0.00096019, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:19:42,329 - [INFO] - [E:79| 100]: Train Loss:0.00098776, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:20:45,079 - [INFO] - [E:79| 200]: Train Loss:0.00099026, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:21:47,894 - [INFO] - [E:79| 300]: Train Loss:0.00099094, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:22:50,657 - [INFO] - [E:79| 400]: Train Loss:0.00099151, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:23:53,430 - [INFO] - [E:79| 500]: Train Loss:0.00099199, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:24:56,289 - [INFO] - [E:79| 600]: Train Loss:0.00099271, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:25:59,163 - [INFO] - [E:79| 700]: Train Loss:0.00099322, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:27:01,963 - [INFO] - [E:79| 800]: Train Loss:0.00099325, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:28:04,714 - [INFO] - [E:79| 900]: Train Loss:0.00099362, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:29:07,498 - [INFO] - [E:79| 1000]: Train Loss:0.00099391, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:30:10,278 - [INFO] - [E:79| 1100]: Train Loss:0.00099369, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:31:13,082 - [INFO] - [E:79| 1200]: Train Loss:0.00099365, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:32:15,864 - [INFO] - [E:79| 1300]: Train Loss:0.00099361, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:33:18,630 - [INFO] - [E:79| 1400]: Train Loss:0.00099413, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:34:21,423 - [INFO] - [E:79| 1500]: Train Loss:0.00099422, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:35:24,357 - [INFO] - [E:79| 1600]: Train Loss:0.00099426, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:36:05,458 - [INFO] - [Epoch:79]: Training Loss:0.0009944 + +2023-05-08 02:36:05,672 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 02:36:26,942 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 02:36:39,270 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 02:37:00,684 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 02:37:12,844 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.49588, Head : 0.31112, Avg : 0.4035 + MR: Tail : 473.61, Head : 538.63, Avg : 506.12 + Hit-1: Tail : 0.40152, Head : 0.1976, Avg : 0.29956 + Hit-3: Tail : 0.54246, Head : 0.36268, Avg : 0.45257 + Hit-10: Tail : 0.68374, Head : 0.54676, Avg : 0.61525 +2023-05-08 02:37:12,844 - [INFO] - [Epoch 79]: Training Loss: 0.00099443, Valid MRR: 0.42187, + + + +2023-05-08 02:37:13,489 - [INFO] - [E:80| 0]: Train Loss:0.0010184, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:38:16,364 - [INFO] - [E:80| 100]: Train Loss:0.00099331, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:39:19,144 - [INFO] - [E:80| 200]: Train Loss:0.00099287, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:40:21,925 - [INFO] - [E:80| 300]: Train Loss:0.00099221, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:41:24,757 - [INFO] - [E:80| 400]: Train Loss:0.0009926, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:42:27,534 - [INFO] - [E:80| 500]: Train Loss:0.00099242, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:43:30,376 - [INFO] - [E:80| 600]: Train Loss:0.00099211, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:44:33,053 - [INFO] - [E:80| 700]: Train Loss:0.0009925, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:45:35,845 - [INFO] - [E:80| 800]: Train Loss:0.0009921, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:46:38,652 - [INFO] - [E:80| 900]: Train Loss:0.00099257, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:47:41,401 - [INFO] - [E:80| 1000]: Train Loss:0.00099229, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:48:44,087 - [INFO] - [E:80| 1100]: Train Loss:0.00099216, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:49:46,802 - [INFO] - [E:80| 1200]: Train Loss:0.00099232, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:50:49,483 - [INFO] - [E:80| 1300]: Train Loss:0.00099267, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:51:52,329 - [INFO] - [E:80| 1400]: Train Loss:0.00099294, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:52:55,114 - [INFO] - [E:80| 1500]: Train Loss:0.00099308, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:53:57,966 - [INFO] - [E:80| 1600]: Train Loss:0.00099317, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:54:39,039 - [INFO] - [Epoch:80]: Training Loss:0.0009931 + +2023-05-08 02:54:39,254 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 02:55:00,490 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 02:55:12,782 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 02:55:34,190 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 02:55:46,363 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.49858, Head : 0.31063, Avg : 0.4046 + +2023-05-08 02:55:46,363 - [INFO] - [Epoch 80]: Training Loss: 0.00099314, Valid MRR: 0.42187, + + + +2023-05-08 02:55:47,005 - [INFO] - [E:81| 0]: Train Loss:0.00098843, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:56:49,865 - [INFO] - [E:81| 100]: Train Loss:0.00099224, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:57:52,673 - [INFO] - [E:81| 200]: Train Loss:0.00099223, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:58:55,444 - [INFO] - [E:81| 300]: Train Loss:0.0009906, Val MRR:0.42187, wikidata12k_1n +2023-05-08 02:59:58,176 - [INFO] - [E:81| 400]: Train Loss:0.0009896, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:01:01,059 - [INFO] - [E:81| 500]: Train Loss:0.00099121, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:02:03,843 - [INFO] - [E:81| 600]: Train Loss:0.00099107, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:03:06,662 - [INFO] - [E:81| 700]: Train Loss:0.00099111, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:04:09,465 - [INFO] - [E:81| 800]: Train Loss:0.00099139, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:05:12,255 - [INFO] - [E:81| 900]: Train Loss:0.0009919, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:06:15,043 - [INFO] - [E:81| 1000]: Train Loss:0.00099198, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:07:17,840 - [INFO] - [E:81| 1100]: Train Loss:0.00099231, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:08:20,647 - [INFO] - [E:81| 1200]: Train Loss:0.00099257, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:09:23,421 - [INFO] - [E:81| 1300]: Train Loss:0.00099271, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:10:26,128 - [INFO] - [E:81| 1400]: Train Loss:0.00099256, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:11:28,863 - [INFO] - [E:81| 1500]: Train Loss:0.00099251, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:12:31,585 - [INFO] - [E:81| 1600]: Train Loss:0.00099236, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:13:12,546 - [INFO] - [Epoch:81]: Training Loss:0.0009925 + +2023-05-08 03:13:12,760 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 03:13:33,996 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 03:13:46,282 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 03:14:07,669 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 03:14:19,821 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.50001, Head : 0.29604, Avg : 0.39802 + +2023-05-08 03:14:19,821 - [INFO] - [Epoch 81]: Training Loss: 0.0009925, Valid MRR: 0.42187, + + + +2023-05-08 03:14:20,459 - [INFO] - [E:82| 0]: Train Loss:0.00099373, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:15:23,152 - [INFO] - [E:82| 100]: Train Loss:0.00099076, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:16:25,854 - [INFO] - [E:82| 200]: Train Loss:0.0009887, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:17:28,692 - [INFO] - [E:82| 300]: Train Loss:0.00098909, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:18:31,525 - [INFO] - [E:82| 400]: Train Loss:0.00098875, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:19:34,275 - [INFO] - [E:82| 500]: Train Loss:0.00098977, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:20:36,971 - [INFO] - [E:82| 600]: Train Loss:0.00099006, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:21:39,674 - [INFO] - [E:82| 700]: Train Loss:0.00099003, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:22:42,370 - [INFO] - [E:82| 800]: Train Loss:0.00098986, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:23:45,067 - [INFO] - [E:82| 900]: Train Loss:0.00099031, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:24:47,738 - [INFO] - [E:82| 1000]: Train Loss:0.00099086, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:25:50,446 - [INFO] - [E:82| 1100]: Train Loss:0.0009911, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:26:53,314 - [INFO] - [E:82| 1200]: Train Loss:0.00099117, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:27:56,217 - [INFO] - [E:82| 1300]: Train Loss:0.00099102, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:28:59,075 - [INFO] - [E:82| 1400]: Train Loss:0.00099151, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:30:02,136 - [INFO] - [E:82| 1500]: Train Loss:0.00099178, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:31:04,904 - [INFO] - [E:82| 1600]: Train Loss:0.00099164, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:31:45,943 - [INFO] - [Epoch:82]: Training Loss:0.0009917 + +2023-05-08 03:31:46,158 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 03:32:07,368 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 03:32:19,655 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 03:32:41,052 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 03:32:53,225 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.50141, Head : 0.28378, Avg : 0.39259 + +2023-05-08 03:32:53,225 - [INFO] - [Epoch 82]: Training Loss: 0.00099165, Valid MRR: 0.42187, + + + +2023-05-08 03:32:53,871 - [INFO] - [E:83| 0]: Train Loss:0.00098584, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:33:56,618 - [INFO] - [E:83| 100]: Train Loss:0.00098933, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:34:59,475 - [INFO] - [E:83| 200]: Train Loss:0.00099238, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:36:02,218 - [INFO] - [E:83| 300]: Train Loss:0.00099411, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:37:04,925 - [INFO] - [E:83| 400]: Train Loss:0.00099307, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:38:07,637 - [INFO] - [E:83| 500]: Train Loss:0.00099193, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:39:10,418 - [INFO] - [E:83| 600]: Train Loss:0.00099199, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:40:13,175 - [INFO] - [E:83| 700]: Train Loss:0.00099192, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:41:15,987 - [INFO] - [E:83| 800]: Train Loss:0.00099214, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:42:18,799 - [INFO] - [E:83| 900]: Train Loss:0.00099195, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:43:21,525 - [INFO] - [E:83| 1000]: Train Loss:0.0009915, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:44:24,275 - [INFO] - [E:83| 1100]: Train Loss:0.00099143, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:45:26,951 - [INFO] - [E:83| 1200]: Train Loss:0.00099117, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:46:29,623 - [INFO] - [E:83| 1300]: Train Loss:0.00099107, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:47:32,304 - [INFO] - [E:83| 1400]: Train Loss:0.00099103, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:48:34,979 - [INFO] - [E:83| 1500]: Train Loss:0.0009913, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:49:37,669 - [INFO] - [E:83| 1600]: Train Loss:0.00099126, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:50:18,622 - [INFO] - [Epoch:83]: Training Loss:0.0009912 + +2023-05-08 03:50:18,837 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 03:50:40,055 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 03:50:52,329 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 03:51:13,702 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 03:51:25,862 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.49377, Head : 0.28616, Avg : 0.38997 + +2023-05-08 03:51:25,862 - [INFO] - [Epoch 83]: Training Loss: 0.00099119, Valid MRR: 0.42187, + + + +2023-05-08 03:51:26,507 - [INFO] - [E:84| 0]: Train Loss:0.00098067, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:52:29,391 - [INFO] - [E:84| 100]: Train Loss:0.00098547, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:53:32,194 - [INFO] - [E:84| 200]: Train Loss:0.00098561, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:54:35,006 - [INFO] - [E:84| 300]: Train Loss:0.0009856, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:55:37,802 - [INFO] - [E:84| 400]: Train Loss:0.00098584, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:56:40,627 - [INFO] - [E:84| 500]: Train Loss:0.00098635, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:57:43,365 - [INFO] - [E:84| 600]: Train Loss:0.00098718, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:58:46,117 - [INFO] - [E:84| 700]: Train Loss:0.00098784, Val MRR:0.42187, wikidata12k_1n +2023-05-08 03:59:48,889 - [INFO] - [E:84| 800]: Train Loss:0.00098831, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:00:51,767 - [INFO] - [E:84| 900]: Train Loss:0.00098856, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:01:54,479 - [INFO] - [E:84| 1000]: Train Loss:0.0009883, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:02:57,161 - [INFO] - [E:84| 1100]: Train Loss:0.00098872, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:03:59,857 - [INFO] - [E:84| 1200]: Train Loss:0.00098895, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:05:02,602 - [INFO] - [E:84| 1300]: Train Loss:0.00098882, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:06:05,456 - [INFO] - [E:84| 1400]: Train Loss:0.00098911, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:07:08,272 - [INFO] - [E:84| 1500]: Train Loss:0.00098944, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:08:11,055 - [INFO] - [E:84| 1600]: Train Loss:0.00098969, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:08:52,065 - [INFO] - [Epoch:84]: Training Loss:0.0009898 + +2023-05-08 04:08:52,280 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 04:09:13,531 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 04:09:25,897 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 04:09:47,311 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 04:09:59,506 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.49833, Head : 0.32306, Avg : 0.41069 + +2023-05-08 04:09:59,506 - [INFO] - [Epoch 84]: Training Loss: 0.00098976, Valid MRR: 0.42187, + + + +2023-05-08 04:10:00,151 - [INFO] - [E:85| 0]: Train Loss:0.00096606, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:11:02,945 - [INFO] - [E:85| 100]: Train Loss:0.00098668, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:12:05,662 - [INFO] - [E:85| 200]: Train Loss:0.00098694, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:13:08,356 - [INFO] - [E:85| 300]: Train Loss:0.00098761, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:14:11,068 - [INFO] - [E:85| 400]: Train Loss:0.00098748, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:15:13,809 - [INFO] - [E:85| 500]: Train Loss:0.00098717, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:16:16,518 - [INFO] - [E:85| 600]: Train Loss:0.00098684, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:17:19,232 - [INFO] - [E:85| 700]: Train Loss:0.00098689, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:18:22,050 - [INFO] - [E:85| 800]: Train Loss:0.0009875, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:19:24,803 - [INFO] - [E:85| 900]: Train Loss:0.00098751, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:20:27,581 - [INFO] - [E:85| 1000]: Train Loss:0.00098787, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:21:30,382 - [INFO] - [E:85| 1100]: Train Loss:0.00098837, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:22:33,228 - [INFO] - [E:85| 1200]: Train Loss:0.00098884, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:23:36,049 - [INFO] - [E:85| 1300]: Train Loss:0.00098903, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:24:38,978 - [INFO] - [E:85| 1400]: Train Loss:0.00098892, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:25:41,916 - [INFO] - [E:85| 1500]: Train Loss:0.00098903, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:26:44,708 - [INFO] - [E:85| 1600]: Train Loss:0.00098898, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:27:25,705 - [INFO] - [Epoch:85]: Training Loss:0.0009889 + +2023-05-08 04:27:25,920 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 04:27:47,151 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 04:27:59,432 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 04:28:20,825 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 04:28:32,999 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.49635, Head : 0.34454, Avg : 0.42044 + +2023-05-08 04:28:32,999 - [INFO] - [Epoch 85]: Training Loss: 0.00098889, Valid MRR: 0.42187, + + + +2023-05-08 04:28:33,642 - [INFO] - [E:86| 0]: Train Loss:0.0010286, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:29:36,450 - [INFO] - [E:86| 100]: Train Loss:0.00098531, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:30:39,238 - [INFO] - [E:86| 200]: Train Loss:0.00098431, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:31:42,021 - [INFO] - [E:86| 300]: Train Loss:0.00098518, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:32:44,820 - [INFO] - [E:86| 400]: Train Loss:0.0009857, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:33:47,602 - [INFO] - [E:86| 500]: Train Loss:0.00098602, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:34:50,337 - [INFO] - [E:86| 600]: Train Loss:0.00098639, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:35:53,223 - [INFO] - [E:86| 700]: Train Loss:0.00098661, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:36:56,006 - [INFO] - [E:86| 800]: Train Loss:0.00098653, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:37:58,744 - [INFO] - [E:86| 900]: Train Loss:0.00098688, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:39:01,476 - [INFO] - [E:86| 1000]: Train Loss:0.00098713, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:40:04,188 - [INFO] - [E:86| 1100]: Train Loss:0.0009874, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:41:06,912 - [INFO] - [E:86| 1200]: Train Loss:0.00098704, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:42:09,639 - [INFO] - [E:86| 1300]: Train Loss:0.000987, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:43:12,353 - [INFO] - [E:86| 1400]: Train Loss:0.0009878, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:44:15,164 - [INFO] - [E:86| 1500]: Train Loss:0.00098809, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:45:17,886 - [INFO] - [E:86| 1600]: Train Loss:0.00098823, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:45:58,853 - [INFO] - [Epoch:86]: Training Loss:0.0009884 + +2023-05-08 04:45:59,067 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 04:46:20,291 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 04:46:32,576 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 04:46:53,958 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 04:47:06,128 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.49306, Head : 0.30029, Avg : 0.39668 + +2023-05-08 04:47:06,128 - [INFO] - [Epoch 86]: Training Loss: 0.00098839, Valid MRR: 0.42187, + + + +2023-05-08 04:47:06,772 - [INFO] - [E:87| 0]: Train Loss:0.00097866, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:48:09,517 - [INFO] - [E:87| 100]: Train Loss:0.00098732, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:49:12,284 - [INFO] - [E:87| 200]: Train Loss:0.00098449, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:50:15,136 - [INFO] - [E:87| 300]: Train Loss:0.00098434, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:51:17,943 - [INFO] - [E:87| 400]: Train Loss:0.00098499, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:52:20,720 - [INFO] - [E:87| 500]: Train Loss:0.00098473, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:53:23,582 - [INFO] - [E:87| 600]: Train Loss:0.00098498, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:54:26,353 - [INFO] - [E:87| 700]: Train Loss:0.00098499, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:55:29,173 - [INFO] - [E:87| 800]: Train Loss:0.0009857, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:56:31,939 - [INFO] - [E:87| 900]: Train Loss:0.0009859, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:57:34,724 - [INFO] - [E:87| 1000]: Train Loss:0.00098643, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:58:37,476 - [INFO] - [E:87| 1100]: Train Loss:0.0009866, Val MRR:0.42187, wikidata12k_1n +2023-05-08 04:59:40,201 - [INFO] - [E:87| 1200]: Train Loss:0.00098719, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:00:42,885 - [INFO] - [E:87| 1300]: Train Loss:0.00098724, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:01:45,692 - [INFO] - [E:87| 1400]: Train Loss:0.00098722, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:02:48,530 - [INFO] - [E:87| 1500]: Train Loss:0.00098729, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:03:51,355 - [INFO] - [E:87| 1600]: Train Loss:0.00098745, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:04:32,402 - [INFO] - [Epoch:87]: Training Loss:0.0009876 + +2023-05-08 05:04:32,617 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 05:04:53,848 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 05:05:06,141 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 05:05:27,555 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 05:05:39,734 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.50072, Head : 0.28587, Avg : 0.3933 + +2023-05-08 05:05:39,734 - [INFO] - [Epoch 87]: Training Loss: 0.00098763, Valid MRR: 0.42187, + + + +2023-05-08 05:05:40,378 - [INFO] - [E:88| 0]: Train Loss:0.00096192, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:06:43,226 - [INFO] - [E:88| 100]: Train Loss:0.00098496, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:07:46,050 - [INFO] - [E:88| 200]: Train Loss:0.00098409, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:08:48,869 - [INFO] - [E:88| 300]: Train Loss:0.00098396, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:09:51,759 - [INFO] - [E:88| 400]: Train Loss:0.0009831, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:10:54,635 - [INFO] - [E:88| 500]: Train Loss:0.00098403, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:11:57,394 - [INFO] - [E:88| 600]: Train Loss:0.00098421, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:13:00,206 - [INFO] - [E:88| 700]: Train Loss:0.00098514, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:14:02,993 - [INFO] - [E:88| 800]: Train Loss:0.00098541, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:15:05,795 - [INFO] - [E:88| 900]: Train Loss:0.00098549, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:16:08,540 - [INFO] - [E:88| 1000]: Train Loss:0.0009856, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:17:11,289 - [INFO] - [E:88| 1100]: Train Loss:0.00098577, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:18:14,081 - [INFO] - [E:88| 1200]: Train Loss:0.00098597, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:19:16,982 - [INFO] - [E:88| 1300]: Train Loss:0.00098592, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:20:19,654 - [INFO] - [E:88| 1400]: Train Loss:0.00098623, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:21:22,456 - [INFO] - [E:88| 1500]: Train Loss:0.00098634, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:22:25,267 - [INFO] - [E:88| 1600]: Train Loss:0.00098652, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:23:06,348 - [INFO] - [Epoch:88]: Training Loss:0.0009867 + +2023-05-08 05:23:06,563 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 05:23:27,799 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 05:23:40,091 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 05:24:01,489 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 05:24:13,663 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.48698, Head : 0.316, Avg : 0.40149 + +2023-05-08 05:24:13,663 - [INFO] - [Epoch 88]: Training Loss: 0.00098665, Valid MRR: 0.42187, + + + +2023-05-08 05:24:14,307 - [INFO] - [E:89| 0]: Train Loss:0.0010284, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:25:17,118 - [INFO] - [E:89| 100]: Train Loss:0.00098308, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:26:19,934 - [INFO] - [E:89| 200]: Train Loss:0.00098431, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:27:22,790 - [INFO] - [E:89| 300]: Train Loss:0.00098567, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:28:25,636 - [INFO] - [E:89| 400]: Train Loss:0.00098505, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:29:28,437 - [INFO] - [E:89| 500]: Train Loss:0.00098545, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:30:31,226 - [INFO] - [E:89| 600]: Train Loss:0.00098605, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:31:34,029 - [INFO] - [E:89| 700]: Train Loss:0.00098592, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:32:36,819 - [INFO] - [E:89| 800]: Train Loss:0.00098608, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:33:39,590 - [INFO] - [E:89| 900]: Train Loss:0.00098619, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:34:42,419 - [INFO] - [E:89| 1000]: Train Loss:0.00098638, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:35:45,183 - [INFO] - [E:89| 1100]: Train Loss:0.00098662, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:36:48,077 - [INFO] - [E:89| 1200]: Train Loss:0.00098642, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:37:50,782 - [INFO] - [E:89| 1300]: Train Loss:0.00098656, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:38:53,507 - [INFO] - [E:89| 1400]: Train Loss:0.00098666, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:39:56,236 - [INFO] - [E:89| 1500]: Train Loss:0.00098645, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:40:58,954 - [INFO] - [E:89| 1600]: Train Loss:0.00098669, Val MRR:0.42187, wikidata12k_1n +2023-05-08 05:41:39,973 - [INFO] - [Epoch:89]: Training Loss:0.0009865 + +2023-05-08 05:41:40,188 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 05:42:01,409 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 05:42:13,712 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 05:42:35,099 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 05:42:47,264 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.49895, Head : 0.34796, Avg : 0.42346 + MR: Tail : 518.85, Head : 550.21, Avg : 534.53 + Hit-1: Tail : 0.40316, Head : 0.24965, Avg : 0.32641 + Hit-3: Tail : 0.55023, Head : 0.38712, Avg : 0.46868 + Hit-10: Tail : 0.6828, Head : 0.55409, Avg : 0.61844 +2023-05-08 05:42:48,231 - [INFO] - [Epoch 89]: Training Loss: 0.00098647, Valid MRR: 0.42346, + + + +2023-05-08 05:42:48,884 - [INFO] - [E:90| 0]: Train Loss:0.00097185, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:43:51,590 - [INFO] - [E:90| 100]: Train Loss:0.00098445, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:44:54,432 - [INFO] - [E:90| 200]: Train Loss:0.0009839, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:45:57,142 - [INFO] - [E:90| 300]: Train Loss:0.00098334, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:46:59,864 - [INFO] - [E:90| 400]: Train Loss:0.00098357, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:48:02,559 - [INFO] - [E:90| 500]: Train Loss:0.00098442, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:49:05,258 - [INFO] - [E:90| 600]: Train Loss:0.00098426, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:50:08,030 - [INFO] - [E:90| 700]: Train Loss:0.00098387, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:51:10,780 - [INFO] - [E:90| 800]: Train Loss:0.00098391, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:52:13,531 - [INFO] - [E:90| 900]: Train Loss:0.00098431, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:53:16,428 - [INFO] - [E:90| 1000]: Train Loss:0.00098413, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:54:19,163 - [INFO] - [E:90| 1100]: Train Loss:0.00098397, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:55:21,903 - [INFO] - [E:90| 1200]: Train Loss:0.00098454, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:56:24,618 - [INFO] - [E:90| 1300]: Train Loss:0.00098494, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:57:27,366 - [INFO] - [E:90| 1400]: Train Loss:0.00098512, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:58:30,081 - [INFO] - [E:90| 1500]: Train Loss:0.00098502, Val MRR:0.42346, wikidata12k_1n +2023-05-08 05:59:32,819 - [INFO] - [E:90| 1600]: Train Loss:0.00098508, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:00:13,812 - [INFO] - [Epoch:90]: Training Loss:0.0009851 + +2023-05-08 06:00:14,027 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 06:00:35,243 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 06:00:47,528 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 06:01:08,908 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 06:01:21,072 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.49739, Head : 0.33575, Avg : 0.41657 + +2023-05-08 06:01:21,073 - [INFO] - [Epoch 90]: Training Loss: 0.00098506, Valid MRR: 0.42346, + + + +2023-05-08 06:01:21,714 - [INFO] - [E:91| 0]: Train Loss:0.00098488, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:02:24,678 - [INFO] - [E:91| 100]: Train Loss:0.0009824, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:03:27,466 - [INFO] - [E:91| 200]: Train Loss:0.00098425, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:04:30,318 - [INFO] - [E:91| 300]: Train Loss:0.00098283, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:05:33,055 - [INFO] - [E:91| 400]: Train Loss:0.00098259, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:06:35,867 - [INFO] - [E:91| 500]: Train Loss:0.00098282, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:07:38,923 - [INFO] - [E:91| 600]: Train Loss:0.00098325, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:08:41,853 - [INFO] - [E:91| 700]: Train Loss:0.00098348, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:09:44,734 - [INFO] - [E:91| 800]: Train Loss:0.00098357, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:10:47,540 - [INFO] - [E:91| 900]: Train Loss:0.00098352, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:11:50,294 - [INFO] - [E:91| 1000]: Train Loss:0.00098374, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:12:53,087 - [INFO] - [E:91| 1100]: Train Loss:0.0009835, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:13:55,921 - [INFO] - [E:91| 1200]: Train Loss:0.00098348, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:14:58,746 - [INFO] - [E:91| 1300]: Train Loss:0.00098354, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:16:01,635 - [INFO] - [E:91| 1400]: Train Loss:0.00098389, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:17:04,444 - [INFO] - [E:91| 1500]: Train Loss:0.00098389, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:18:07,234 - [INFO] - [E:91| 1600]: Train Loss:0.00098401, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:18:48,272 - [INFO] - [Epoch:91]: Training Loss:0.0009841 + +2023-05-08 06:18:48,488 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 06:19:09,758 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 06:19:22,135 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 06:19:43,566 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 06:19:55,738 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.49456, Head : 0.31559, Avg : 0.40508 + +2023-05-08 06:19:55,738 - [INFO] - [Epoch 91]: Training Loss: 0.00098408, Valid MRR: 0.42346, + + + +2023-05-08 06:19:56,381 - [INFO] - [E:92| 0]: Train Loss:0.00096741, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:20:59,195 - [INFO] - [E:92| 100]: Train Loss:0.00097816, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:22:01,946 - [INFO] - [E:92| 200]: Train Loss:0.0009813, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:23:04,700 - [INFO] - [E:92| 300]: Train Loss:0.0009804, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:24:07,420 - [INFO] - [E:92| 400]: Train Loss:0.00098022, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:25:10,124 - [INFO] - [E:92| 500]: Train Loss:0.00098182, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:26:12,842 - [INFO] - [E:92| 600]: Train Loss:0.00098127, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:27:15,550 - [INFO] - [E:92| 700]: Train Loss:0.00098101, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:28:18,335 - [INFO] - [E:92| 800]: Train Loss:0.00098149, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:29:21,030 - [INFO] - [E:92| 900]: Train Loss:0.000982, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:30:23,739 - [INFO] - [E:92| 1000]: Train Loss:0.00098195, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:31:26,452 - [INFO] - [E:92| 1100]: Train Loss:0.00098248, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:32:29,145 - [INFO] - [E:92| 1200]: Train Loss:0.00098241, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:33:31,859 - [INFO] - [E:92| 1300]: Train Loss:0.00098276, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:34:34,553 - [INFO] - [E:92| 1400]: Train Loss:0.00098318, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:35:37,258 - [INFO] - [E:92| 1500]: Train Loss:0.00098331, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:36:40,113 - [INFO] - [E:92| 1600]: Train Loss:0.0009833, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:37:21,180 - [INFO] - [Epoch:92]: Training Loss:0.0009835 + +2023-05-08 06:37:21,399 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 06:37:42,640 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 06:37:54,945 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 06:38:16,394 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 06:38:28,561 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.49716, Head : 0.29462, Avg : 0.39589 + +2023-05-08 06:38:28,562 - [INFO] - [Epoch 92]: Training Loss: 0.00098345, Valid MRR: 0.42346, + + + +2023-05-08 06:38:29,213 - [INFO] - [E:93| 0]: Train Loss:0.00099525, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:39:32,154 - [INFO] - [E:93| 100]: Train Loss:0.00097969, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:40:35,041 - [INFO] - [E:93| 200]: Train Loss:0.000978, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:41:37,885 - [INFO] - [E:93| 300]: Train Loss:0.00097845, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:42:40,701 - [INFO] - [E:93| 400]: Train Loss:0.00097859, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:43:43,500 - [INFO] - [E:93| 500]: Train Loss:0.00097914, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:44:46,273 - [INFO] - [E:93| 600]: Train Loss:0.0009799, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:45:49,148 - [INFO] - [E:93| 700]: Train Loss:0.0009808, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:46:51,928 - [INFO] - [E:93| 800]: Train Loss:0.00098105, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:47:54,657 - [INFO] - [E:93| 900]: Train Loss:0.00098176, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:48:57,385 - [INFO] - [E:93| 1000]: Train Loss:0.00098186, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:50:00,100 - [INFO] - [E:93| 1100]: Train Loss:0.00098194, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:51:02,806 - [INFO] - [E:93| 1200]: Train Loss:0.00098183, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:52:05,533 - [INFO] - [E:93| 1300]: Train Loss:0.00098215, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:53:08,294 - [INFO] - [E:93| 1400]: Train Loss:0.00098238, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:54:11,084 - [INFO] - [E:93| 1500]: Train Loss:0.00098257, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:55:13,862 - [INFO] - [E:93| 1600]: Train Loss:0.00098268, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:55:54,922 - [INFO] - [Epoch:93]: Training Loss:0.0009831 + +2023-05-08 06:55:55,137 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 06:56:16,384 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 06:56:28,681 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 06:56:50,095 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 06:57:02,270 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.49276, Head : 0.33203, Avg : 0.4124 + +2023-05-08 06:57:02,270 - [INFO] - [Epoch 93]: Training Loss: 0.00098306, Valid MRR: 0.42346, + + + +2023-05-08 06:57:02,915 - [INFO] - [E:94| 0]: Train Loss:0.00097119, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:58:05,756 - [INFO] - [E:94| 100]: Train Loss:0.00098009, Val MRR:0.42346, wikidata12k_1n +2023-05-08 06:59:08,596 - [INFO] - [E:94| 200]: Train Loss:0.00098142, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:00:11,430 - [INFO] - [E:94| 300]: Train Loss:0.00098033, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:01:14,162 - [INFO] - [E:94| 400]: Train Loss:0.00097981, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:02:16,856 - [INFO] - [E:94| 500]: Train Loss:0.00098029, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:03:19,631 - [INFO] - [E:94| 600]: Train Loss:0.00098106, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:04:22,359 - [INFO] - [E:94| 700]: Train Loss:0.0009805, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:05:25,102 - [INFO] - [E:94| 800]: Train Loss:0.00098032, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:06:27,831 - [INFO] - [E:94| 900]: Train Loss:0.00098045, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:07:30,538 - [INFO] - [E:94| 1000]: Train Loss:0.00098104, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:08:33,266 - [INFO] - [E:94| 1100]: Train Loss:0.00098134, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:09:36,007 - [INFO] - [E:94| 1200]: Train Loss:0.00098144, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:10:38,791 - [INFO] - [E:94| 1300]: Train Loss:0.00098146, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:11:41,624 - [INFO] - [E:94| 1400]: Train Loss:0.00098133, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:12:44,380 - [INFO] - [E:94| 1500]: Train Loss:0.0009816, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:13:47,156 - [INFO] - [E:94| 1600]: Train Loss:0.00098188, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:14:28,170 - [INFO] - [Epoch:94]: Training Loss:0.000982 + +2023-05-08 07:14:28,385 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 07:14:49,602 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 07:15:01,904 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 07:15:23,290 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 07:15:35,460 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.49312, Head : 0.30265, Avg : 0.39788 + +2023-05-08 07:15:35,460 - [INFO] - [Epoch 94]: Training Loss: 0.000982, Valid MRR: 0.42346, + + + +2023-05-08 07:15:36,103 - [INFO] - [E:95| 0]: Train Loss:0.00099331, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:16:38,818 - [INFO] - [E:95| 100]: Train Loss:0.00097611, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:17:41,575 - [INFO] - [E:95| 200]: Train Loss:0.00097819, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:18:44,302 - [INFO] - [E:95| 300]: Train Loss:0.00097805, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:19:47,054 - [INFO] - [E:95| 400]: Train Loss:0.00097698, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:20:49,830 - [INFO] - [E:95| 500]: Train Loss:0.00097791, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:21:52,636 - [INFO] - [E:95| 600]: Train Loss:0.00097835, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:22:55,404 - [INFO] - [E:95| 700]: Train Loss:0.0009784, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:23:58,173 - [INFO] - [E:95| 800]: Train Loss:0.00097887, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:25:00,955 - [INFO] - [E:95| 900]: Train Loss:0.00097906, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:26:03,746 - [INFO] - [E:95| 1000]: Train Loss:0.00097957, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:27:06,534 - [INFO] - [E:95| 1100]: Train Loss:0.00098065, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:28:09,330 - [INFO] - [E:95| 1200]: Train Loss:0.00098092, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:29:12,116 - [INFO] - [E:95| 1300]: Train Loss:0.00098061, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:30:14,811 - [INFO] - [E:95| 1400]: Train Loss:0.00098092, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:31:17,660 - [INFO] - [E:95| 1500]: Train Loss:0.00098088, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:32:20,441 - [INFO] - [E:95| 1600]: Train Loss:0.00098128, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:33:01,497 - [INFO] - [Epoch:95]: Training Loss:0.0009814 + +2023-05-08 07:33:01,713 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 07:33:22,938 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 07:33:35,227 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 07:33:56,618 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 07:34:08,801 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.4924, Head : 0.30634, Avg : 0.39937 + +2023-05-08 07:34:08,801 - [INFO] - [Epoch 95]: Training Loss: 0.00098142, Valid MRR: 0.42346, + + + +2023-05-08 07:34:09,444 - [INFO] - [E:96| 0]: Train Loss:0.00098143, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:35:12,226 - [INFO] - [E:96| 100]: Train Loss:0.00097989, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:36:15,006 - [INFO] - [E:96| 200]: Train Loss:0.00097768, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:37:17,873 - [INFO] - [E:96| 300]: Train Loss:0.00097695, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:38:20,641 - [INFO] - [E:96| 400]: Train Loss:0.00097861, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:39:23,400 - [INFO] - [E:96| 500]: Train Loss:0.00097794, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:40:26,179 - [INFO] - [E:96| 600]: Train Loss:0.00097911, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:41:29,012 - [INFO] - [E:96| 700]: Train Loss:0.00097926, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:42:31,875 - [INFO] - [E:96| 800]: Train Loss:0.00097936, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:43:34,710 - [INFO] - [E:96| 900]: Train Loss:0.00097966, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:44:37,679 - [INFO] - [E:96| 1000]: Train Loss:0.00097942, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:45:40,426 - [INFO] - [E:96| 1100]: Train Loss:0.0009798, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:46:43,369 - [INFO] - [E:96| 1200]: Train Loss:0.00097975, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:47:46,212 - [INFO] - [E:96| 1300]: Train Loss:0.00097996, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:48:48,982 - [INFO] - [E:96| 1400]: Train Loss:0.00097998, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:49:51,691 - [INFO] - [E:96| 1500]: Train Loss:0.00098009, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:50:54,425 - [INFO] - [E:96| 1600]: Train Loss:0.00098016, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:51:35,388 - [INFO] - [Epoch:96]: Training Loss:0.0009803 + +2023-05-08 07:51:35,602 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 07:51:56,832 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 07:52:09,124 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 07:52:30,512 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 07:52:42,680 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.49958, Head : 0.30036, Avg : 0.39997 + +2023-05-08 07:52:42,680 - [INFO] - [Epoch 96]: Training Loss: 0.00098034, Valid MRR: 0.42346, + + + +2023-05-08 07:52:43,320 - [INFO] - [E:97| 0]: Train Loss:0.0010021, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:53:46,188 - [INFO] - [E:97| 100]: Train Loss:0.00097486, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:54:49,046 - [INFO] - [E:97| 200]: Train Loss:0.00097683, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:55:51,905 - [INFO] - [E:97| 300]: Train Loss:0.00097792, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:56:54,767 - [INFO] - [E:97| 400]: Train Loss:0.00097773, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:57:57,593 - [INFO] - [E:97| 500]: Train Loss:0.00097786, Val MRR:0.42346, wikidata12k_1n +2023-05-08 07:59:00,432 - [INFO] - [E:97| 600]: Train Loss:0.00097783, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:00:03,268 - [INFO] - [E:97| 700]: Train Loss:0.00097774, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:01:06,120 - [INFO] - [E:97| 800]: Train Loss:0.0009781, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:02:08,948 - [INFO] - [E:97| 900]: Train Loss:0.00097803, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:03:11,876 - [INFO] - [E:97| 1000]: Train Loss:0.00097806, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:04:14,728 - [INFO] - [E:97| 1100]: Train Loss:0.00097782, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:05:17,526 - [INFO] - [E:97| 1200]: Train Loss:0.00097839, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:06:20,305 - [INFO] - [E:97| 1300]: Train Loss:0.00097847, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:07:23,120 - [INFO] - [E:97| 1400]: Train Loss:0.00097882, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:08:25,853 - [INFO] - [E:97| 1500]: Train Loss:0.00097912, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:09:28,603 - [INFO] - [E:97| 1600]: Train Loss:0.00097955, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:10:09,609 - [INFO] - [Epoch:97]: Training Loss:0.0009797 + +2023-05-08 08:10:09,825 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 08:10:31,055 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 08:10:43,350 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 08:11:04,754 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 08:11:16,917 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.48923, Head : 0.34274, Avg : 0.41598 + +2023-05-08 08:11:16,917 - [INFO] - [Epoch 97]: Training Loss: 0.0009797, Valid MRR: 0.42346, + + + +2023-05-08 08:11:17,561 - [INFO] - [E:98| 0]: Train Loss:0.00098626, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:12:20,535 - [INFO] - [E:98| 100]: Train Loss:0.00097282, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:13:23,438 - [INFO] - [E:98| 200]: Train Loss:0.00097558, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:14:26,340 - [INFO] - [E:98| 300]: Train Loss:0.00097557, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:15:29,217 - [INFO] - [E:98| 400]: Train Loss:0.00097593, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:16:32,109 - [INFO] - [E:98| 500]: Train Loss:0.00097677, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:17:35,020 - [INFO] - [E:98| 600]: Train Loss:0.00097683, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:18:37,869 - [INFO] - [E:98| 700]: Train Loss:0.00097669, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:19:40,751 - [INFO] - [E:98| 800]: Train Loss:0.00097698, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:20:43,794 - [INFO] - [E:98| 900]: Train Loss:0.00097733, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:21:46,640 - [INFO] - [E:98| 1000]: Train Loss:0.00097772, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:22:49,472 - [INFO] - [E:98| 1100]: Train Loss:0.00097764, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:23:52,296 - [INFO] - [E:98| 1200]: Train Loss:0.00097822, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:24:55,149 - [INFO] - [E:98| 1300]: Train Loss:0.00097854, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:25:57,982 - [INFO] - [E:98| 1400]: Train Loss:0.00097884, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:27:00,807 - [INFO] - [E:98| 1500]: Train Loss:0.00097863, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:28:03,642 - [INFO] - [E:98| 1600]: Train Loss:0.00097884, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:28:44,647 - [INFO] - [Epoch:98]: Training Loss:0.0009789 + +2023-05-08 08:28:44,862 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 08:29:06,120 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 08:29:18,463 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 08:29:39,884 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 08:29:52,050 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.49623, Head : 0.29068, Avg : 0.39346 + +2023-05-08 08:29:52,050 - [INFO] - [Epoch 98]: Training Loss: 0.00097889, Valid MRR: 0.42346, + + + +2023-05-08 08:29:52,691 - [INFO] - [E:99| 0]: Train Loss:0.00097209, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:30:55,470 - [INFO] - [E:99| 100]: Train Loss:0.00098269, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:31:58,243 - [INFO] - [E:99| 200]: Train Loss:0.00097806, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:33:01,030 - [INFO] - [E:99| 300]: Train Loss:0.0009783, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:34:03,778 - [INFO] - [E:99| 400]: Train Loss:0.00097868, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:35:06,531 - [INFO] - [E:99| 500]: Train Loss:0.00097761, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:36:09,283 - [INFO] - [E:99| 600]: Train Loss:0.00097818, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:37:12,089 - [INFO] - [E:99| 700]: Train Loss:0.0009781, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:38:15,057 - [INFO] - [E:99| 800]: Train Loss:0.00097847, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:39:17,828 - [INFO] - [E:99| 900]: Train Loss:0.00097888, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:40:20,704 - [INFO] - [E:99| 1000]: Train Loss:0.00097923, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:41:23,601 - [INFO] - [E:99| 1100]: Train Loss:0.00097902, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:42:26,489 - [INFO] - [E:99| 1200]: Train Loss:0.00097923, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:43:29,352 - [INFO] - [E:99| 1300]: Train Loss:0.00097922, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:44:32,195 - [INFO] - [E:99| 1400]: Train Loss:0.00097895, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:45:35,019 - [INFO] - [E:99| 1500]: Train Loss:0.00097896, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:46:37,933 - [INFO] - [E:99| 1600]: Train Loss:0.00097901, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:47:19,069 - [INFO] - [Epoch:99]: Training Loss:0.0009789 + +2023-05-08 08:47:19,285 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 08:47:40,531 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 08:47:52,843 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 08:48:14,271 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 08:48:26,452 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.50416, Head : 0.29836, Avg : 0.40126 + MR: Tail : 551.45, Head : 588.6, Avg : 570.03 + Hit-1: Tail : 0.41286, Head : 0.1874, Avg : 0.30013 + Hit-3: Tail : 0.55463, Head : 0.33962, Avg : 0.44712 + Hit-10: Tail : 0.67701, Head : 0.54696, Avg : 0.61199 +2023-05-08 08:48:26,452 - [INFO] - [Epoch 99]: Training Loss: 0.0009789, Valid MRR: 0.42346, + + + +2023-05-08 08:48:27,096 - [INFO] - [E:100| 0]: Train Loss:0.00098344, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:49:29,998 - [INFO] - [E:100| 100]: Train Loss:0.00097964, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:50:32,910 - [INFO] - [E:100| 200]: Train Loss:0.00097877, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:51:35,773 - [INFO] - [E:100| 300]: Train Loss:0.00097823, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:52:38,668 - [INFO] - [E:100| 400]: Train Loss:0.0009784, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:53:41,555 - [INFO] - [E:100| 500]: Train Loss:0.00097772, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:54:44,439 - [INFO] - [E:100| 600]: Train Loss:0.00097793, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:55:47,351 - [INFO] - [E:100| 700]: Train Loss:0.00097797, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:56:50,174 - [INFO] - [E:100| 800]: Train Loss:0.00097774, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:57:53,050 - [INFO] - [E:100| 900]: Train Loss:0.00097726, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:58:55,893 - [INFO] - [E:100| 1000]: Train Loss:0.00097729, Val MRR:0.42346, wikidata12k_1n +2023-05-08 08:59:58,707 - [INFO] - [E:100| 1100]: Train Loss:0.00097801, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:01:01,532 - [INFO] - [E:100| 1200]: Train Loss:0.00097781, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:02:04,365 - [INFO] - [E:100| 1300]: Train Loss:0.00097805, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:03:07,152 - [INFO] - [E:100| 1400]: Train Loss:0.00097788, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:04:10,091 - [INFO] - [E:100| 1500]: Train Loss:0.00097776, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:05:13,001 - [INFO] - [E:100| 1600]: Train Loss:0.00097773, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:05:54,121 - [INFO] - [Epoch:100]: Training Loss:0.0009777 + +2023-05-08 09:05:54,336 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 09:06:15,589 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 09:06:27,887 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 09:06:49,306 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 09:07:01,498 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.50035, Head : 0.30273, Avg : 0.40154 + +2023-05-08 09:07:01,498 - [INFO] - [Epoch 100]: Training Loss: 0.00097774, Valid MRR: 0.42346, + + + +2023-05-08 09:07:02,144 - [INFO] - [E:101| 0]: Train Loss:0.00097466, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:08:05,037 - [INFO] - [E:101| 100]: Train Loss:0.00097654, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:09:07,899 - [INFO] - [E:101| 200]: Train Loss:0.00097606, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:10:10,743 - [INFO] - [E:101| 300]: Train Loss:0.00097608, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:11:13,555 - [INFO] - [E:101| 400]: Train Loss:0.00097544, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:12:16,361 - [INFO] - [E:101| 500]: Train Loss:0.00097531, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:13:19,183 - [INFO] - [E:101| 600]: Train Loss:0.00097601, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:14:21,967 - [INFO] - [E:101| 700]: Train Loss:0.00097563, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:15:24,727 - [INFO] - [E:101| 800]: Train Loss:0.00097546, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:16:27,515 - [INFO] - [E:101| 900]: Train Loss:0.00097509, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:17:30,252 - [INFO] - [E:101| 1000]: Train Loss:0.00097524, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:18:33,000 - [INFO] - [E:101| 1100]: Train Loss:0.00097578, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:19:35,769 - [INFO] - [E:101| 1200]: Train Loss:0.00097607, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:20:38,525 - [INFO] - [E:101| 1300]: Train Loss:0.0009762, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:21:41,274 - [INFO] - [E:101| 1400]: Train Loss:0.00097648, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:22:43,970 - [INFO] - [E:101| 1500]: Train Loss:0.00097637, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:23:46,669 - [INFO] - [E:101| 1600]: Train Loss:0.00097663, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:24:27,617 - [INFO] - [Epoch:101]: Training Loss:0.0009765 + +2023-05-08 09:24:27,833 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 09:24:49,041 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 09:25:01,326 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 09:25:22,689 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 09:25:34,842 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.49708, Head : 0.32285, Avg : 0.40996 + +2023-05-08 09:25:34,842 - [INFO] - [Epoch 101]: Training Loss: 0.00097653, Valid MRR: 0.42346, + + + +2023-05-08 09:25:35,484 - [INFO] - [E:102| 0]: Train Loss:0.0010023, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:26:38,169 - [INFO] - [E:102| 100]: Train Loss:0.00097897, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:27:40,864 - [INFO] - [E:102| 200]: Train Loss:0.00097663, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:28:43,545 - [INFO] - [E:102| 300]: Train Loss:0.00097736, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:29:46,289 - [INFO] - [E:102| 400]: Train Loss:0.00097684, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:30:49,122 - [INFO] - [E:102| 500]: Train Loss:0.00097658, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:31:51,935 - [INFO] - [E:102| 600]: Train Loss:0.00097665, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:32:54,778 - [INFO] - [E:102| 700]: Train Loss:0.00097572, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:33:57,587 - [INFO] - [E:102| 800]: Train Loss:0.0009756, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:35:00,391 - [INFO] - [E:102| 900]: Train Loss:0.00097563, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:36:03,204 - [INFO] - [E:102| 1000]: Train Loss:0.00097623, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:37:05,949 - [INFO] - [E:102| 1100]: Train Loss:0.00097629, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:38:08,726 - [INFO] - [E:102| 1200]: Train Loss:0.0009765, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:39:11,588 - [INFO] - [E:102| 1300]: Train Loss:0.00097659, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:40:14,375 - [INFO] - [E:102| 1400]: Train Loss:0.00097657, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:41:17,188 - [INFO] - [E:102| 1500]: Train Loss:0.00097626, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:42:20,007 - [INFO] - [E:102| 1600]: Train Loss:0.00097622, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:43:01,052 - [INFO] - [Epoch:102]: Training Loss:0.0009761 + +2023-05-08 09:43:01,267 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 09:43:22,492 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 09:43:34,789 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 09:43:56,200 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 09:44:08,369 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.49212, Head : 0.29787, Avg : 0.395 + +2023-05-08 09:44:08,369 - [INFO] - [Epoch 102]: Training Loss: 0.00097611, Valid MRR: 0.42346, + + + +2023-05-08 09:44:09,012 - [INFO] - [E:103| 0]: Train Loss:0.00094515, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:45:11,810 - [INFO] - [E:103| 100]: Train Loss:0.00097326, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:46:14,621 - [INFO] - [E:103| 200]: Train Loss:0.0009744, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:47:17,527 - [INFO] - [E:103| 300]: Train Loss:0.00097382, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:48:20,241 - [INFO] - [E:103| 400]: Train Loss:0.00097381, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:49:22,936 - [INFO] - [E:103| 500]: Train Loss:0.00097356, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:50:25,627 - [INFO] - [E:103| 600]: Train Loss:0.00097381, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:51:28,345 - [INFO] - [E:103| 700]: Train Loss:0.00097348, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:52:31,070 - [INFO] - [E:103| 800]: Train Loss:0.00097336, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:53:33,775 - [INFO] - [E:103| 900]: Train Loss:0.00097389, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:54:36,497 - [INFO] - [E:103| 1000]: Train Loss:0.00097398, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:55:39,256 - [INFO] - [E:103| 1100]: Train Loss:0.00097424, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:56:41,969 - [INFO] - [E:103| 1200]: Train Loss:0.0009746, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:57:44,672 - [INFO] - [E:103| 1300]: Train Loss:0.00097508, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:58:47,362 - [INFO] - [E:103| 1400]: Train Loss:0.00097511, Val MRR:0.42346, wikidata12k_1n +2023-05-08 09:59:50,083 - [INFO] - [E:103| 1500]: Train Loss:0.00097489, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:00:52,786 - [INFO] - [E:103| 1600]: Train Loss:0.00097493, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:01:33,730 - [INFO] - [Epoch:103]: Training Loss:0.000975 + +2023-05-08 10:01:33,944 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 10:01:55,157 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 10:02:07,428 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 10:02:28,808 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 10:02:40,960 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.49401, Head : 0.28425, Avg : 0.38913 + +2023-05-08 10:02:40,960 - [INFO] - [Epoch 103]: Training Loss: 0.00097498, Valid MRR: 0.42346, + + + +2023-05-08 10:02:41,600 - [INFO] - [E:104| 0]: Train Loss:0.00096483, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:03:44,328 - [INFO] - [E:104| 100]: Train Loss:0.0009697, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:04:47,070 - [INFO] - [E:104| 200]: Train Loss:0.00097223, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:05:49,776 - [INFO] - [E:104| 300]: Train Loss:0.00097391, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:06:52,441 - [INFO] - [E:104| 400]: Train Loss:0.00097418, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:07:55,143 - [INFO] - [E:104| 500]: Train Loss:0.00097481, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:08:57,862 - [INFO] - [E:104| 600]: Train Loss:0.00097499, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:10:00,663 - [INFO] - [E:104| 700]: Train Loss:0.00097485, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:11:03,513 - [INFO] - [E:104| 800]: Train Loss:0.00097451, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:12:06,286 - [INFO] - [E:104| 900]: Train Loss:0.00097446, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:13:09,058 - [INFO] - [E:104| 1000]: Train Loss:0.00097468, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:14:11,816 - [INFO] - [E:104| 1100]: Train Loss:0.00097474, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:15:14,512 - [INFO] - [E:104| 1200]: Train Loss:0.0009746, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:16:17,220 - [INFO] - [E:104| 1300]: Train Loss:0.00097469, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:17:19,921 - [INFO] - [E:104| 1400]: Train Loss:0.00097497, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:18:22,642 - [INFO] - [E:104| 1500]: Train Loss:0.00097506, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:19:25,408 - [INFO] - [E:104| 1600]: Train Loss:0.00097504, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:20:06,428 - [INFO] - [Epoch:104]: Training Loss:0.0009749 + +2023-05-08 10:20:06,642 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 10:20:27,861 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 10:20:40,150 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 10:21:01,547 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 10:21:13,705 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.49494, Head : 0.29429, Avg : 0.39461 + +2023-05-08 10:21:13,705 - [INFO] - [Epoch 104]: Training Loss: 0.00097489, Valid MRR: 0.42346, + + + +2023-05-08 10:21:14,346 - [INFO] - [E:105| 0]: Train Loss:0.00096601, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:22:17,204 - [INFO] - [E:105| 100]: Train Loss:0.00097418, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:23:19,984 - [INFO] - [E:105| 200]: Train Loss:0.00097413, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:24:22,740 - [INFO] - [E:105| 300]: Train Loss:0.00097495, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:25:25,422 - [INFO] - [E:105| 400]: Train Loss:0.00097463, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:26:28,124 - [INFO] - [E:105| 500]: Train Loss:0.00097386, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:27:30,775 - [INFO] - [E:105| 600]: Train Loss:0.00097431, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:28:33,445 - [INFO] - [E:105| 700]: Train Loss:0.00097405, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:29:36,120 - [INFO] - [E:105| 800]: Train Loss:0.00097413, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:30:38,868 - [INFO] - [E:105| 900]: Train Loss:0.00097419, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:31:41,561 - [INFO] - [E:105| 1000]: Train Loss:0.00097394, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:32:44,304 - [INFO] - [E:105| 1100]: Train Loss:0.00097368, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:33:47,038 - [INFO] - [E:105| 1200]: Train Loss:0.0009738, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:34:49,808 - [INFO] - [E:105| 1300]: Train Loss:0.00097396, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:35:52,595 - [INFO] - [E:105| 1400]: Train Loss:0.00097357, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:36:55,395 - [INFO] - [E:105| 1500]: Train Loss:0.00097379, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:37:58,160 - [INFO] - [E:105| 1600]: Train Loss:0.00097396, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:38:39,182 - [INFO] - [Epoch:105]: Training Loss:0.0009739 + +2023-05-08 10:38:39,396 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 10:39:00,695 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 10:39:12,976 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 10:39:34,350 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 10:39:46,513 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.49019, Head : 0.32205, Avg : 0.40612 + +2023-05-08 10:39:46,514 - [INFO] - [Epoch 105]: Training Loss: 0.00097395, Valid MRR: 0.42346, + + + +2023-05-08 10:39:47,161 - [INFO] - [E:106| 0]: Train Loss:0.00094121, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:40:49,884 - [INFO] - [E:106| 100]: Train Loss:0.0009696, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:41:52,830 - [INFO] - [E:106| 200]: Train Loss:0.00097176, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:42:55,852 - [INFO] - [E:106| 300]: Train Loss:0.0009719, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:43:58,602 - [INFO] - [E:106| 400]: Train Loss:0.00097275, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:45:01,553 - [INFO] - [E:106| 500]: Train Loss:0.00097273, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:46:04,570 - [INFO] - [E:106| 600]: Train Loss:0.00097249, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:47:07,370 - [INFO] - [E:106| 700]: Train Loss:0.0009734, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:48:10,207 - [INFO] - [E:106| 800]: Train Loss:0.00097386, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:49:12,902 - [INFO] - [E:106| 900]: Train Loss:0.000974, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:50:15,603 - [INFO] - [E:106| 1000]: Train Loss:0.00097399, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:51:18,333 - [INFO] - [E:106| 1100]: Train Loss:0.00097384, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:52:21,126 - [INFO] - [E:106| 1200]: Train Loss:0.00097387, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:53:23,853 - [INFO] - [E:106| 1300]: Train Loss:0.00097401, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:54:26,523 - [INFO] - [E:106| 1400]: Train Loss:0.00097426, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:55:29,168 - [INFO] - [E:106| 1500]: Train Loss:0.00097406, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:56:31,915 - [INFO] - [E:106| 1600]: Train Loss:0.00097402, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:57:12,883 - [INFO] - [Epoch:106]: Training Loss:0.0009739 + +2023-05-08 10:57:13,097 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 10:57:34,299 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 10:57:46,586 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 10:58:07,953 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 10:58:20,108 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.49823, Head : 0.29954, Avg : 0.39888 + +2023-05-08 10:58:20,108 - [INFO] - [Epoch 106]: Training Loss: 0.00097395, Valid MRR: 0.42346, + + + +2023-05-08 10:58:20,749 - [INFO] - [E:107| 0]: Train Loss:0.0010036, Val MRR:0.42346, wikidata12k_1n +2023-05-08 10:59:23,480 - [INFO] - [E:107| 100]: Train Loss:0.00097647, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:00:26,183 - [INFO] - [E:107| 200]: Train Loss:0.00097551, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:01:28,896 - [INFO] - [E:107| 300]: Train Loss:0.0009734, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:02:31,601 - [INFO] - [E:107| 400]: Train Loss:0.00097305, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:03:34,302 - [INFO] - [E:107| 500]: Train Loss:0.00097357, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:04:36,965 - [INFO] - [E:107| 600]: Train Loss:0.00097339, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:05:39,737 - [INFO] - [E:107| 700]: Train Loss:0.00097309, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:06:42,469 - [INFO] - [E:107| 800]: Train Loss:0.00097263, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:07:45,176 - [INFO] - [E:107| 900]: Train Loss:0.00097262, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:08:47,919 - [INFO] - [E:107| 1000]: Train Loss:0.00097291, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:09:50,630 - [INFO] - [E:107| 1100]: Train Loss:0.00097276, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:10:53,366 - [INFO] - [E:107| 1200]: Train Loss:0.00097258, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:11:56,079 - [INFO] - [E:107| 1300]: Train Loss:0.00097262, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:12:58,839 - [INFO] - [E:107| 1400]: Train Loss:0.00097287, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:14:01,727 - [INFO] - [E:107| 1500]: Train Loss:0.00097266, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:15:04,489 - [INFO] - [E:107| 1600]: Train Loss:0.00097289, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:15:45,514 - [INFO] - [Epoch:107]: Training Loss:0.0009728 + +2023-05-08 11:15:45,729 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 11:16:06,954 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 11:16:19,242 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 11:16:40,630 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 11:16:52,806 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.48962, Head : 0.33036, Avg : 0.40999 + +2023-05-08 11:16:52,806 - [INFO] - [Epoch 107]: Training Loss: 0.0009728, Valid MRR: 0.42346, + + + +2023-05-08 11:16:53,449 - [INFO] - [E:108| 0]: Train Loss:0.00095389, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:17:56,258 - [INFO] - [E:108| 100]: Train Loss:0.00096908, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:18:59,136 - [INFO] - [E:108| 200]: Train Loss:0.00096809, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:20:01,961 - [INFO] - [E:108| 300]: Train Loss:0.00096795, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:21:04,828 - [INFO] - [E:108| 400]: Train Loss:0.00096864, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:22:07,656 - [INFO] - [E:108| 500]: Train Loss:0.00097011, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:23:10,505 - [INFO] - [E:108| 600]: Train Loss:0.0009704, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:24:13,305 - [INFO] - [E:108| 700]: Train Loss:0.00097034, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:25:16,076 - [INFO] - [E:108| 800]: Train Loss:0.00097039, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:26:18,878 - [INFO] - [E:108| 900]: Train Loss:0.00097039, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:27:21,698 - [INFO] - [E:108| 1000]: Train Loss:0.00097071, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:28:24,474 - [INFO] - [E:108| 1100]: Train Loss:0.0009709, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:29:27,262 - [INFO] - [E:108| 1200]: Train Loss:0.00097079, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:30:29,952 - [INFO] - [E:108| 1300]: Train Loss:0.0009709, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:31:32,802 - [INFO] - [E:108| 1400]: Train Loss:0.00097108, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:32:35,778 - [INFO] - [E:108| 1500]: Train Loss:0.00097158, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:33:38,519 - [INFO] - [E:108| 1600]: Train Loss:0.00097168, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:34:19,503 - [INFO] - [Epoch:108]: Training Loss:0.0009718 + +2023-05-08 11:34:19,719 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 11:34:40,939 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 11:34:53,219 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 11:35:14,604 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 11:35:26,760 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.49387, Head : 0.30708, Avg : 0.40048 + +2023-05-08 11:35:26,760 - [INFO] - [Epoch 108]: Training Loss: 0.00097181, Valid MRR: 0.42346, + + + +2023-05-08 11:35:27,401 - [INFO] - [E:109| 0]: Train Loss:0.00096391, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:36:30,200 - [INFO] - [E:109| 100]: Train Loss:0.0009709, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:37:33,030 - [INFO] - [E:109| 200]: Train Loss:0.0009712, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:38:35,809 - [INFO] - [E:109| 300]: Train Loss:0.0009689, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:39:38,634 - [INFO] - [E:109| 400]: Train Loss:0.00096974, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:40:41,375 - [INFO] - [E:109| 500]: Train Loss:0.00096945, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:41:44,069 - [INFO] - [E:109| 600]: Train Loss:0.00097033, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:42:46,807 - [INFO] - [E:109| 700]: Train Loss:0.00096986, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:43:49,540 - [INFO] - [E:109| 800]: Train Loss:0.00097005, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:44:52,320 - [INFO] - [E:109| 900]: Train Loss:0.00097045, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:45:55,074 - [INFO] - [E:109| 1000]: Train Loss:0.00097054, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:46:57,804 - [INFO] - [E:109| 1100]: Train Loss:0.00097113, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:48:00,537 - [INFO] - [E:109| 1200]: Train Loss:0.00097106, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:49:03,289 - [INFO] - [E:109| 1300]: Train Loss:0.00097107, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:50:05,964 - [INFO] - [E:109| 1400]: Train Loss:0.00097142, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:51:08,646 - [INFO] - [E:109| 1500]: Train Loss:0.00097151, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:52:11,406 - [INFO] - [E:109| 1600]: Train Loss:0.00097153, Val MRR:0.42346, wikidata12k_1n +2023-05-08 11:52:52,379 - [INFO] - [Epoch:109]: Training Loss:0.0009714 + +2023-05-08 11:52:52,594 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 11:53:13,793 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 11:53:26,065 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 11:53:47,441 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 11:53:59,589 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.49497, Head : 0.36609, Avg : 0.43053 + MR: Tail : 607.66, Head : 616.81, Avg : 612.24 + Hit-1: Tail : 0.40474, Head : 0.2694, Avg : 0.33707 + Hit-3: Tail : 0.54518, Head : 0.40618, Avg : 0.47568 + Hit-10: Tail : 0.66785, Head : 0.56557, Avg : 0.61671 +2023-05-08 11:54:00,556 - [INFO] - [Epoch 109]: Training Loss: 0.00097143, Valid MRR: 0.43053, + + + +2023-05-08 11:54:01,200 - [INFO] - [E:110| 0]: Train Loss:0.00095964, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:55:03,985 - [INFO] - [E:110| 100]: Train Loss:0.00096708, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:56:06,755 - [INFO] - [E:110| 200]: Train Loss:0.00096793, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:57:09,570 - [INFO] - [E:110| 300]: Train Loss:0.00096944, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:58:12,297 - [INFO] - [E:110| 400]: Train Loss:0.00097044, Val MRR:0.43053, wikidata12k_1n +2023-05-08 11:59:15,052 - [INFO] - [E:110| 500]: Train Loss:0.00097083, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:00:17,761 - [INFO] - [E:110| 600]: Train Loss:0.00097043, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:01:20,465 - [INFO] - [E:110| 700]: Train Loss:0.00097041, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:02:23,252 - [INFO] - [E:110| 800]: Train Loss:0.00097032, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:03:26,036 - [INFO] - [E:110| 900]: Train Loss:0.00097031, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:04:28,875 - [INFO] - [E:110| 1000]: Train Loss:0.00097044, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:05:31,688 - [INFO] - [E:110| 1100]: Train Loss:0.00097021, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:06:34,430 - [INFO] - [E:110| 1200]: Train Loss:0.00097047, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:07:37,127 - [INFO] - [E:110| 1300]: Train Loss:0.00097042, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:08:39,814 - [INFO] - [E:110| 1400]: Train Loss:0.00097043, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:09:42,499 - [INFO] - [E:110| 1500]: Train Loss:0.00097068, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:10:45,172 - [INFO] - [E:110| 1600]: Train Loss:0.00097067, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:11:26,133 - [INFO] - [Epoch:110]: Training Loss:0.0009709 + +2023-05-08 12:11:26,347 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 12:11:47,552 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 12:11:59,821 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 12:12:21,179 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 12:12:33,329 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.49189, Head : 0.28095, Avg : 0.38642 + +2023-05-08 12:12:33,330 - [INFO] - [Epoch 110]: Training Loss: 0.00097086, Valid MRR: 0.43053, + + + +2023-05-08 12:12:33,973 - [INFO] - [E:111| 0]: Train Loss:0.00098108, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:13:36,672 - [INFO] - [E:111| 100]: Train Loss:0.00096907, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:14:39,492 - [INFO] - [E:111| 200]: Train Loss:0.00096795, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:15:42,170 - [INFO] - [E:111| 300]: Train Loss:0.00096784, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:16:44,836 - [INFO] - [E:111| 400]: Train Loss:0.00096857, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:17:47,560 - [INFO] - [E:111| 500]: Train Loss:0.00096856, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:18:50,243 - [INFO] - [E:111| 600]: Train Loss:0.00096841, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:19:52,920 - [INFO] - [E:111| 700]: Train Loss:0.00096875, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:20:55,601 - [INFO] - [E:111| 800]: Train Loss:0.00096945, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:21:58,294 - [INFO] - [E:111| 900]: Train Loss:0.00096977, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:23:01,057 - [INFO] - [E:111| 1000]: Train Loss:0.00096994, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:24:03,837 - [INFO] - [E:111| 1100]: Train Loss:0.00097012, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:25:06,585 - [INFO] - [E:111| 1200]: Train Loss:0.00097023, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:26:09,310 - [INFO] - [E:111| 1300]: Train Loss:0.00097021, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:27:12,078 - [INFO] - [E:111| 1400]: Train Loss:0.00097022, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:28:14,927 - [INFO] - [E:111| 1500]: Train Loss:0.00097047, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:29:17,668 - [INFO] - [E:111| 1600]: Train Loss:0.00097056, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:29:58,657 - [INFO] - [Epoch:111]: Training Loss:0.0009705 + +2023-05-08 12:29:58,872 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 12:30:20,082 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 12:30:32,372 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 12:30:53,751 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 12:31:05,909 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.49491, Head : 0.32148, Avg : 0.40819 + +2023-05-08 12:31:05,909 - [INFO] - [Epoch 111]: Training Loss: 0.00097048, Valid MRR: 0.43053, + + + +2023-05-08 12:31:06,552 - [INFO] - [E:112| 0]: Train Loss:0.00098406, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:32:09,384 - [INFO] - [E:112| 100]: Train Loss:0.00096708, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:33:12,162 - [INFO] - [E:112| 200]: Train Loss:0.00096904, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:34:14,958 - [INFO] - [E:112| 300]: Train Loss:0.00096959, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:35:17,724 - [INFO] - [E:112| 400]: Train Loss:0.0009687, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:36:20,538 - [INFO] - [E:112| 500]: Train Loss:0.00096829, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:37:23,341 - [INFO] - [E:112| 600]: Train Loss:0.00096839, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:38:26,180 - [INFO] - [E:112| 700]: Train Loss:0.00096892, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:39:28,902 - [INFO] - [E:112| 800]: Train Loss:0.00096903, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:40:31,760 - [INFO] - [E:112| 900]: Train Loss:0.0009694, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:41:34,522 - [INFO] - [E:112| 1000]: Train Loss:0.00096937, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:42:37,274 - [INFO] - [E:112| 1100]: Train Loss:0.00096905, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:43:40,006 - [INFO] - [E:112| 1200]: Train Loss:0.00096883, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:44:42,773 - [INFO] - [E:112| 1300]: Train Loss:0.00096883, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:45:45,529 - [INFO] - [E:112| 1400]: Train Loss:0.00096907, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:46:48,271 - [INFO] - [E:112| 1500]: Train Loss:0.00096919, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:47:51,016 - [INFO] - [E:112| 1600]: Train Loss:0.00096945, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:48:32,010 - [INFO] - [Epoch:112]: Training Loss:0.0009695 + +2023-05-08 12:48:32,225 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 12:48:53,474 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 12:49:05,804 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 12:49:27,201 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 12:49:39,389 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.4979, Head : 0.33013, Avg : 0.41401 + +2023-05-08 12:49:39,389 - [INFO] - [Epoch 112]: Training Loss: 0.00096945, Valid MRR: 0.43053, + + + +2023-05-08 12:49:40,033 - [INFO] - [E:113| 0]: Train Loss:0.00097318, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:50:42,837 - [INFO] - [E:113| 100]: Train Loss:0.00096757, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:51:45,656 - [INFO] - [E:113| 200]: Train Loss:0.00096878, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:52:48,461 - [INFO] - [E:113| 300]: Train Loss:0.00096771, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:53:51,257 - [INFO] - [E:113| 400]: Train Loss:0.00096818, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:54:54,003 - [INFO] - [E:113| 500]: Train Loss:0.00096819, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:55:56,662 - [INFO] - [E:113| 600]: Train Loss:0.00096863, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:56:59,351 - [INFO] - [E:113| 700]: Train Loss:0.00096923, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:58:02,106 - [INFO] - [E:113| 800]: Train Loss:0.00096906, Val MRR:0.43053, wikidata12k_1n +2023-05-08 12:59:04,776 - [INFO] - [E:113| 900]: Train Loss:0.00096855, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:00:07,427 - [INFO] - [E:113| 1000]: Train Loss:0.00096857, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:01:10,110 - [INFO] - [E:113| 1100]: Train Loss:0.00096851, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:02:12,790 - [INFO] - [E:113| 1200]: Train Loss:0.00096911, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:03:15,458 - [INFO] - [E:113| 1300]: Train Loss:0.00096926, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:04:18,148 - [INFO] - [E:113| 1400]: Train Loss:0.00096908, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:05:20,848 - [INFO] - [E:113| 1500]: Train Loss:0.00096884, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:06:23,632 - [INFO] - [E:113| 1600]: Train Loss:0.00096892, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:07:04,656 - [INFO] - [Epoch:113]: Training Loss:0.0009689 + +2023-05-08 13:07:04,876 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 13:07:26,112 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 13:07:38,408 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 13:07:59,813 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 13:08:12,014 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.49815, Head : 0.30738, Avg : 0.40277 + +2023-05-08 13:08:12,014 - [INFO] - [Epoch 113]: Training Loss: 0.00096895, Valid MRR: 0.43053, + + + +2023-05-08 13:08:12,654 - [INFO] - [E:114| 0]: Train Loss:0.00095312, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:09:15,510 - [INFO] - [E:114| 100]: Train Loss:0.00096701, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:10:18,370 - [INFO] - [E:114| 200]: Train Loss:0.00096944, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:11:21,102 - [INFO] - [E:114| 300]: Train Loss:0.00096953, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:12:23,790 - [INFO] - [E:114| 400]: Train Loss:0.0009687, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:13:26,451 - [INFO] - [E:114| 500]: Train Loss:0.00096814, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:14:29,140 - [INFO] - [E:114| 600]: Train Loss:0.00096853, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:15:31,966 - [INFO] - [E:114| 700]: Train Loss:0.00096809, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:16:34,674 - [INFO] - [E:114| 800]: Train Loss:0.00096837, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:17:37,363 - [INFO] - [E:114| 900]: Train Loss:0.00096829, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:18:40,061 - [INFO] - [E:114| 1000]: Train Loss:0.00096819, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:19:42,732 - [INFO] - [E:114| 1100]: Train Loss:0.00096816, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:20:45,394 - [INFO] - [E:114| 1200]: Train Loss:0.00096831, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:21:48,087 - [INFO] - [E:114| 1300]: Train Loss:0.00096828, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:22:50,768 - [INFO] - [E:114| 1400]: Train Loss:0.00096862, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:23:53,502 - [INFO] - [E:114| 1500]: Train Loss:0.00096867, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:24:56,199 - [INFO] - [E:114| 1600]: Train Loss:0.00096864, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:25:37,173 - [INFO] - [Epoch:114]: Training Loss:0.0009687 + +2023-05-08 13:25:37,389 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 13:25:58,586 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 13:26:10,858 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 13:26:32,239 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 13:26:44,392 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.49743, Head : 0.32306, Avg : 0.41025 + +2023-05-08 13:26:44,392 - [INFO] - [Epoch 114]: Training Loss: 0.0009687, Valid MRR: 0.43053, + + + +2023-05-08 13:26:45,036 - [INFO] - [E:115| 0]: Train Loss:0.00092372, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:27:47,699 - [INFO] - [E:115| 100]: Train Loss:0.0009662, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:28:50,340 - [INFO] - [E:115| 200]: Train Loss:0.00096594, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:29:52,992 - [INFO] - [E:115| 300]: Train Loss:0.00096529, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:30:55,630 - [INFO] - [E:115| 400]: Train Loss:0.00096563, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:31:58,268 - [INFO] - [E:115| 500]: Train Loss:0.00096618, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:33:01,165 - [INFO] - [E:115| 600]: Train Loss:0.0009665, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:34:03,958 - [INFO] - [E:115| 700]: Train Loss:0.00096675, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:35:06,757 - [INFO] - [E:115| 800]: Train Loss:0.00096676, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:36:09,525 - [INFO] - [E:115| 900]: Train Loss:0.00096647, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:37:12,308 - [INFO] - [E:115| 1000]: Train Loss:0.00096644, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:38:15,118 - [INFO] - [E:115| 1100]: Train Loss:0.00096683, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:39:17,857 - [INFO] - [E:115| 1200]: Train Loss:0.00096661, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:40:20,638 - [INFO] - [E:115| 1300]: Train Loss:0.00096686, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:41:23,444 - [INFO] - [E:115| 1400]: Train Loss:0.00096708, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:42:26,097 - [INFO] - [E:115| 1500]: Train Loss:0.00096754, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:43:28,774 - [INFO] - [E:115| 1600]: Train Loss:0.00096794, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:44:09,717 - [INFO] - [Epoch:115]: Training Loss:0.000968 + +2023-05-08 13:44:09,931 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 13:44:31,134 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 13:44:43,405 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 13:45:04,768 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 13:45:16,906 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.491, Head : 0.31844, Avg : 0.40472 + +2023-05-08 13:45:16,906 - [INFO] - [Epoch 115]: Training Loss: 0.00096799, Valid MRR: 0.43053, + + + +2023-05-08 13:45:17,547 - [INFO] - [E:116| 0]: Train Loss:0.00097631, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:46:20,221 - [INFO] - [E:116| 100]: Train Loss:0.00096934, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:47:22,872 - [INFO] - [E:116| 200]: Train Loss:0.0009669, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:48:25,537 - [INFO] - [E:116| 300]: Train Loss:0.00096568, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:49:28,280 - [INFO] - [E:116| 400]: Train Loss:0.00096533, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:50:31,039 - [INFO] - [E:116| 500]: Train Loss:0.00096517, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:51:33,827 - [INFO] - [E:116| 600]: Train Loss:0.00096583, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:52:36,587 - [INFO] - [E:116| 700]: Train Loss:0.00096595, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:53:39,366 - [INFO] - [E:116| 800]: Train Loss:0.0009666, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:54:42,138 - [INFO] - [E:116| 900]: Train Loss:0.00096687, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:55:44,925 - [INFO] - [E:116| 1000]: Train Loss:0.00096717, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:56:47,599 - [INFO] - [E:116| 1100]: Train Loss:0.00096728, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:57:50,229 - [INFO] - [E:116| 1200]: Train Loss:0.00096722, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:58:53,047 - [INFO] - [E:116| 1300]: Train Loss:0.00096743, Val MRR:0.43053, wikidata12k_1n +2023-05-08 13:59:55,851 - [INFO] - [E:116| 1400]: Train Loss:0.00096757, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:00:58,625 - [INFO] - [E:116| 1500]: Train Loss:0.0009675, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:02:01,345 - [INFO] - [E:116| 1600]: Train Loss:0.00096753, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:02:42,338 - [INFO] - [Epoch:116]: Training Loss:0.0009674 + +2023-05-08 14:02:42,557 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 14:03:03,772 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 14:03:16,043 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 14:03:37,425 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 14:03:49,580 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.49087, Head : 0.31453, Avg : 0.4027 + +2023-05-08 14:03:49,580 - [INFO] - [Epoch 116]: Training Loss: 0.00096744, Valid MRR: 0.43053, + + + +2023-05-08 14:03:50,219 - [INFO] - [E:117| 0]: Train Loss:0.00096057, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:04:53,015 - [INFO] - [E:117| 100]: Train Loss:0.00096558, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:05:55,779 - [INFO] - [E:117| 200]: Train Loss:0.00096575, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:06:58,600 - [INFO] - [E:117| 300]: Train Loss:0.00096486, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:08:01,336 - [INFO] - [E:117| 400]: Train Loss:0.00096456, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:09:03,992 - [INFO] - [E:117| 500]: Train Loss:0.00096486, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:10:06,660 - [INFO] - [E:117| 600]: Train Loss:0.00096499, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:11:09,278 - [INFO] - [E:117| 700]: Train Loss:0.0009654, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:12:11,937 - [INFO] - [E:117| 800]: Train Loss:0.0009651, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:13:14,595 - [INFO] - [E:117| 900]: Train Loss:0.00096547, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:14:17,239 - [INFO] - [E:117| 1000]: Train Loss:0.00096556, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:15:19,886 - [INFO] - [E:117| 1100]: Train Loss:0.00096589, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:16:22,647 - [INFO] - [E:117| 1200]: Train Loss:0.00096614, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:17:25,332 - [INFO] - [E:117| 1300]: Train Loss:0.00096591, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:18:28,041 - [INFO] - [E:117| 1400]: Train Loss:0.00096596, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:19:30,775 - [INFO] - [E:117| 1500]: Train Loss:0.00096616, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:20:33,416 - [INFO] - [E:117| 1600]: Train Loss:0.00096639, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:21:14,333 - [INFO] - [Epoch:117]: Training Loss:0.0009667 + +2023-05-08 14:21:14,548 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 14:21:35,740 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 14:21:47,998 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 14:22:09,344 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 14:22:21,482 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.49123, Head : 0.3346, Avg : 0.41292 + +2023-05-08 14:22:21,483 - [INFO] - [Epoch 117]: Training Loss: 0.00096673, Valid MRR: 0.43053, + + + +2023-05-08 14:22:22,123 - [INFO] - [E:118| 0]: Train Loss:0.00096325, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:23:24,749 - [INFO] - [E:118| 100]: Train Loss:0.00096382, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:24:27,507 - [INFO] - [E:118| 200]: Train Loss:0.0009681, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:25:30,243 - [INFO] - [E:118| 300]: Train Loss:0.0009665, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:26:32,934 - [INFO] - [E:118| 400]: Train Loss:0.00096475, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:27:35,606 - [INFO] - [E:118| 500]: Train Loss:0.00096434, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:28:38,293 - [INFO] - [E:118| 600]: Train Loss:0.00096476, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:29:40,931 - [INFO] - [E:118| 700]: Train Loss:0.00096455, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:30:43,584 - [INFO] - [E:118| 800]: Train Loss:0.00096448, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:31:46,246 - [INFO] - [E:118| 900]: Train Loss:0.00096506, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:32:48,938 - [INFO] - [E:118| 1000]: Train Loss:0.00096566, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:33:51,636 - [INFO] - [E:118| 1100]: Train Loss:0.00096587, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:34:54,286 - [INFO] - [E:118| 1200]: Train Loss:0.00096611, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:35:56,945 - [INFO] - [E:118| 1300]: Train Loss:0.00096595, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:36:59,614 - [INFO] - [E:118| 1400]: Train Loss:0.00096629, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:38:02,417 - [INFO] - [E:118| 1500]: Train Loss:0.00096643, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:39:05,191 - [INFO] - [E:118| 1600]: Train Loss:0.00096634, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:39:46,214 - [INFO] - [Epoch:118]: Training Loss:0.0009662 + +2023-05-08 14:39:46,430 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 14:40:07,639 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 14:40:19,923 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 14:40:41,291 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 14:40:53,450 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.48798, Head : 0.30457, Avg : 0.39627 + +2023-05-08 14:40:53,450 - [INFO] - [Epoch 118]: Training Loss: 0.00096624, Valid MRR: 0.43053, + + + +2023-05-08 14:40:54,093 - [INFO] - [E:119| 0]: Train Loss:0.00095235, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:41:56,935 - [INFO] - [E:119| 100]: Train Loss:0.00095798, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:42:59,653 - [INFO] - [E:119| 200]: Train Loss:0.00096041, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:44:02,326 - [INFO] - [E:119| 300]: Train Loss:0.00096155, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:45:04,988 - [INFO] - [E:119| 400]: Train Loss:0.00096347, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:46:07,760 - [INFO] - [E:119| 500]: Train Loss:0.00096362, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:47:10,581 - [INFO] - [E:119| 600]: Train Loss:0.00096356, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:48:13,301 - [INFO] - [E:119| 700]: Train Loss:0.00096415, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:49:15,993 - [INFO] - [E:119| 800]: Train Loss:0.00096448, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:50:18,807 - [INFO] - [E:119| 900]: Train Loss:0.00096553, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:51:21,490 - [INFO] - [E:119| 1000]: Train Loss:0.00096579, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:52:24,132 - [INFO] - [E:119| 1100]: Train Loss:0.00096631, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:53:26,917 - [INFO] - [E:119| 1200]: Train Loss:0.00096603, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:54:29,671 - [INFO] - [E:119| 1300]: Train Loss:0.00096593, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:55:32,417 - [INFO] - [E:119| 1400]: Train Loss:0.0009661, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:56:35,122 - [INFO] - [E:119| 1500]: Train Loss:0.00096606, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:57:37,899 - [INFO] - [E:119| 1600]: Train Loss:0.00096636, Val MRR:0.43053, wikidata12k_1n +2023-05-08 14:58:18,891 - [INFO] - [Epoch:119]: Training Loss:0.0009662 + +2023-05-08 14:58:19,104 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 14:58:40,304 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 14:58:52,577 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 14:59:13,937 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 14:59:26,105 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.4893, Head : 0.30143, Avg : 0.39536 + MR: Tail : 628.88, Head : 664.31, Avg : 646.6 + Hit-1: Tail : 0.39633, Head : 0.19562, Avg : 0.29597 + Hit-3: Tail : 0.54375, Head : 0.33868, Avg : 0.44121 + Hit-10: Tail : 0.66286, Head : 0.53434, Avg : 0.5986 +2023-05-08 14:59:26,105 - [INFO] - [Epoch 119]: Training Loss: 0.00096621, Valid MRR: 0.43053, + + + +2023-05-08 14:59:26,747 - [INFO] - [E:120| 0]: Train Loss:0.0010573, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:00:29,506 - [INFO] - [E:120| 100]: Train Loss:0.00096661, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:01:32,266 - [INFO] - [E:120| 200]: Train Loss:0.00096327, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:02:35,018 - [INFO] - [E:120| 300]: Train Loss:0.0009636, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:03:37,760 - [INFO] - [E:120| 400]: Train Loss:0.00096227, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:04:40,568 - [INFO] - [E:120| 500]: Train Loss:0.00096229, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:05:43,321 - [INFO] - [E:120| 600]: Train Loss:0.00096323, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:06:45,982 - [INFO] - [E:120| 700]: Train Loss:0.00096337, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:07:48,744 - [INFO] - [E:120| 800]: Train Loss:0.00096325, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:08:51,544 - [INFO] - [E:120| 900]: Train Loss:0.00096372, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:09:54,333 - [INFO] - [E:120| 1000]: Train Loss:0.00096363, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:10:57,117 - [INFO] - [E:120| 1100]: Train Loss:0.0009638, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:11:59,872 - [INFO] - [E:120| 1200]: Train Loss:0.00096408, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:13:02,718 - [INFO] - [E:120| 1300]: Train Loss:0.00096429, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:14:05,515 - [INFO] - [E:120| 1400]: Train Loss:0.00096459, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:15:08,318 - [INFO] - [E:120| 1500]: Train Loss:0.00096437, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:16:11,055 - [INFO] - [E:120| 1600]: Train Loss:0.00096448, Val MRR:0.43053, wikidata12k_1n +2023-05-08 15:16:52,062 - [INFO] - [Epoch:120]: Training Loss:0.0009647 + +2023-05-08 15:16:52,278 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 15:17:13,520 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 15:17:25,811 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 15:17:47,211 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 15:17:59,379 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.49353, Head : 0.36939, Avg : 0.43146 + +2023-05-08 15:18:00,357 - [INFO] - [Epoch 120]: Training Loss: 0.00096474, Valid MRR: 0.43146, + + + +2023-05-08 15:18:01,005 - [INFO] - [E:121| 0]: Train Loss:0.00097964, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:19:03,765 - [INFO] - [E:121| 100]: Train Loss:0.00096799, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:20:06,505 - [INFO] - [E:121| 200]: Train Loss:0.00096712, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:21:09,319 - [INFO] - [E:121| 300]: Train Loss:0.00096538, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:22:12,123 - [INFO] - [E:121| 400]: Train Loss:0.00096576, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:23:14,902 - [INFO] - [E:121| 500]: Train Loss:0.00096486, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:24:17,722 - [INFO] - [E:121| 600]: Train Loss:0.0009645, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:25:20,516 - [INFO] - [E:121| 700]: Train Loss:0.00096426, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:26:23,281 - [INFO] - [E:121| 800]: Train Loss:0.00096427, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:27:26,055 - [INFO] - [E:121| 900]: Train Loss:0.00096461, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:28:28,839 - [INFO] - [E:121| 1000]: Train Loss:0.00096464, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:29:31,605 - [INFO] - [E:121| 1100]: Train Loss:0.00096465, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:30:34,352 - [INFO] - [E:121| 1200]: Train Loss:0.00096488, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:31:37,104 - [INFO] - [E:121| 1300]: Train Loss:0.0009649, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:32:39,947 - [INFO] - [E:121| 1400]: Train Loss:0.00096496, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:33:42,703 - [INFO] - [E:121| 1500]: Train Loss:0.00096497, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:34:45,475 - [INFO] - [E:121| 1600]: Train Loss:0.00096491, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:35:26,483 - [INFO] - [Epoch:121]: Training Loss:0.0009649 + +2023-05-08 15:35:26,698 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 15:35:47,932 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 15:36:00,227 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 15:36:21,657 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 15:36:33,840 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.49172, Head : 0.35485, Avg : 0.42328 + +2023-05-08 15:36:33,840 - [INFO] - [Epoch 121]: Training Loss: 0.00096491, Valid MRR: 0.43146, + + + +2023-05-08 15:36:34,481 - [INFO] - [E:122| 0]: Train Loss:0.00092583, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:37:37,258 - [INFO] - [E:122| 100]: Train Loss:0.00095971, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:38:40,022 - [INFO] - [E:122| 200]: Train Loss:0.00096095, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:39:42,822 - [INFO] - [E:122| 300]: Train Loss:0.00096079, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:40:45,627 - [INFO] - [E:122| 400]: Train Loss:0.00096104, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:41:48,344 - [INFO] - [E:122| 500]: Train Loss:0.00096153, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:42:51,093 - [INFO] - [E:122| 600]: Train Loss:0.00096179, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:43:53,808 - [INFO] - [E:122| 700]: Train Loss:0.00096264, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:44:56,637 - [INFO] - [E:122| 800]: Train Loss:0.00096252, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:45:59,373 - [INFO] - [E:122| 900]: Train Loss:0.00096271, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:47:02,117 - [INFO] - [E:122| 1000]: Train Loss:0.00096268, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:48:04,858 - [INFO] - [E:122| 1100]: Train Loss:0.00096285, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:49:07,644 - [INFO] - [E:122| 1200]: Train Loss:0.00096291, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:50:10,391 - [INFO] - [E:122| 1300]: Train Loss:0.00096311, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:51:13,139 - [INFO] - [E:122| 1400]: Train Loss:0.00096343, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:52:15,874 - [INFO] - [E:122| 1500]: Train Loss:0.00096367, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:53:18,566 - [INFO] - [E:122| 1600]: Train Loss:0.00096366, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:53:59,529 - [INFO] - [Epoch:122]: Training Loss:0.0009638 + +2023-05-08 15:53:59,745 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 15:54:20,970 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 15:54:33,260 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 15:54:54,647 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 15:55:06,814 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.49472, Head : 0.34124, Avg : 0.41798 + +2023-05-08 15:55:06,814 - [INFO] - [Epoch 122]: Training Loss: 0.00096377, Valid MRR: 0.43146, + + + +2023-05-08 15:55:07,454 - [INFO] - [E:123| 0]: Train Loss:0.00093814, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:56:10,181 - [INFO] - [E:123| 100]: Train Loss:0.00095921, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:57:13,053 - [INFO] - [E:123| 200]: Train Loss:0.00096073, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:58:15,762 - [INFO] - [E:123| 300]: Train Loss:0.00096198, Val MRR:0.43146, wikidata12k_1n +2023-05-08 15:59:18,408 - [INFO] - [E:123| 400]: Train Loss:0.00096339, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:00:21,053 - [INFO] - [E:123| 500]: Train Loss:0.00096405, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:01:23,762 - [INFO] - [E:123| 600]: Train Loss:0.00096339, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:02:26,468 - [INFO] - [E:123| 700]: Train Loss:0.00096345, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:03:29,166 - [INFO] - [E:123| 800]: Train Loss:0.00096395, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:04:31,837 - [INFO] - [E:123| 900]: Train Loss:0.00096338, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:05:34,494 - [INFO] - [E:123| 1000]: Train Loss:0.00096309, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:06:37,272 - [INFO] - [E:123| 1100]: Train Loss:0.00096359, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:07:39,990 - [INFO] - [E:123| 1200]: Train Loss:0.00096368, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:08:42,780 - [INFO] - [E:123| 1300]: Train Loss:0.00096359, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:09:45,538 - [INFO] - [E:123| 1400]: Train Loss:0.00096379, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:10:48,266 - [INFO] - [E:123| 1500]: Train Loss:0.00096381, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:11:51,035 - [INFO] - [E:123| 1600]: Train Loss:0.00096469, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:12:32,018 - [INFO] - [Epoch:123]: Training Loss:0.0009645 + +2023-05-08 16:12:32,234 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 16:12:53,444 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 16:13:05,730 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 16:13:27,128 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 16:13:39,297 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.50181, Head : 0.35913, Avg : 0.43047 + +2023-05-08 16:13:39,297 - [INFO] - [Epoch 123]: Training Loss: 0.00096453, Valid MRR: 0.43146, + + + +2023-05-08 16:13:39,939 - [INFO] - [E:124| 0]: Train Loss:0.00097709, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:14:42,798 - [INFO] - [E:124| 100]: Train Loss:0.0009661, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:15:45,603 - [INFO] - [E:124| 200]: Train Loss:0.0009624, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:16:48,380 - [INFO] - [E:124| 300]: Train Loss:0.00096238, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:17:51,092 - [INFO] - [E:124| 400]: Train Loss:0.00096207, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:18:53,886 - [INFO] - [E:124| 500]: Train Loss:0.00096196, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:19:56,653 - [INFO] - [E:124| 600]: Train Loss:0.00096214, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:20:59,356 - [INFO] - [E:124| 700]: Train Loss:0.00096217, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:22:02,098 - [INFO] - [E:124| 800]: Train Loss:0.00096217, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:23:04,914 - [INFO] - [E:124| 900]: Train Loss:0.00096227, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:24:07,676 - [INFO] - [E:124| 1000]: Train Loss:0.00096235, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:25:10,450 - [INFO] - [E:124| 1100]: Train Loss:0.00096231, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:26:13,175 - [INFO] - [E:124| 1200]: Train Loss:0.0009624, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:27:15,937 - [INFO] - [E:124| 1300]: Train Loss:0.00096247, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:28:18,710 - [INFO] - [E:124| 1400]: Train Loss:0.00096256, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:29:21,488 - [INFO] - [E:124| 1500]: Train Loss:0.00096251, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:30:24,262 - [INFO] - [E:124| 1600]: Train Loss:0.0009626, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:31:05,277 - [INFO] - [Epoch:124]: Training Loss:0.0009626 + +2023-05-08 16:31:05,493 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 16:31:26,698 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 16:31:39,011 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 16:32:00,453 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 16:32:12,625 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.496, Head : 0.35927, Avg : 0.42763 + +2023-05-08 16:32:12,626 - [INFO] - [Epoch 124]: Training Loss: 0.00096264, Valid MRR: 0.43146, + + + +2023-05-08 16:32:13,268 - [INFO] - [E:125| 0]: Train Loss:0.00096194, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:33:16,040 - [INFO] - [E:125| 100]: Train Loss:0.00096131, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:34:18,819 - [INFO] - [E:125| 200]: Train Loss:0.00096179, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:35:21,600 - [INFO] - [E:125| 300]: Train Loss:0.00096159, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:36:24,384 - [INFO] - [E:125| 400]: Train Loss:0.00096072, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:37:27,159 - [INFO] - [E:125| 500]: Train Loss:0.00096158, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:38:29,886 - [INFO] - [E:125| 600]: Train Loss:0.00096121, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:39:32,593 - [INFO] - [E:125| 700]: Train Loss:0.00096145, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:40:35,373 - [INFO] - [E:125| 800]: Train Loss:0.00096176, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:41:38,168 - [INFO] - [E:125| 900]: Train Loss:0.00096146, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:42:40,941 - [INFO] - [E:125| 1000]: Train Loss:0.00096152, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:43:43,701 - [INFO] - [E:125| 1100]: Train Loss:0.00096138, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:44:46,486 - [INFO] - [E:125| 1200]: Train Loss:0.0009617, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:45:49,231 - [INFO] - [E:125| 1300]: Train Loss:0.00096178, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:46:51,904 - [INFO] - [E:125| 1400]: Train Loss:0.00096177, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:47:54,594 - [INFO] - [E:125| 1500]: Train Loss:0.00096199, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:48:57,298 - [INFO] - [E:125| 1600]: Train Loss:0.00096238, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:49:38,371 - [INFO] - [Epoch:125]: Training Loss:0.0009624 + +2023-05-08 16:49:38,586 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 16:49:59,827 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 16:50:12,128 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 16:50:33,535 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 16:50:45,707 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.49606, Head : 0.35044, Avg : 0.42325 + +2023-05-08 16:50:45,707 - [INFO] - [Epoch 125]: Training Loss: 0.00096238, Valid MRR: 0.43146, + + + +2023-05-08 16:50:46,351 - [INFO] - [E:126| 0]: Train Loss:0.00097716, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:51:49,178 - [INFO] - [E:126| 100]: Train Loss:0.00096472, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:52:51,934 - [INFO] - [E:126| 200]: Train Loss:0.0009615, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:53:54,624 - [INFO] - [E:126| 300]: Train Loss:0.00096151, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:54:57,307 - [INFO] - [E:126| 400]: Train Loss:0.00096053, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:55:59,986 - [INFO] - [E:126| 500]: Train Loss:0.0009606, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:57:02,646 - [INFO] - [E:126| 600]: Train Loss:0.00096111, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:58:05,402 - [INFO] - [E:126| 700]: Train Loss:0.00096091, Val MRR:0.43146, wikidata12k_1n +2023-05-08 16:59:08,158 - [INFO] - [E:126| 800]: Train Loss:0.0009616, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:00:10,841 - [INFO] - [E:126| 900]: Train Loss:0.00096215, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:01:13,559 - [INFO] - [E:126| 1000]: Train Loss:0.00096209, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:02:16,249 - [INFO] - [E:126| 1100]: Train Loss:0.00096232, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:03:18,948 - [INFO] - [E:126| 1200]: Train Loss:0.0009624, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:04:21,623 - [INFO] - [E:126| 1300]: Train Loss:0.00096255, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:05:24,329 - [INFO] - [E:126| 1400]: Train Loss:0.00096219, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:06:27,102 - [INFO] - [E:126| 1500]: Train Loss:0.00096208, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:07:29,954 - [INFO] - [E:126| 1600]: Train Loss:0.00096167, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:08:10,962 - [INFO] - [Epoch:126]: Training Loss:0.0009619 + +2023-05-08 17:08:11,178 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 17:08:32,405 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 17:08:44,697 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 17:09:06,108 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 17:09:18,287 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.50038, Head : 0.32039, Avg : 0.41039 + +2023-05-08 17:09:18,287 - [INFO] - [Epoch 126]: Training Loss: 0.0009619, Valid MRR: 0.43146, + + + +2023-05-08 17:09:18,928 - [INFO] - [E:127| 0]: Train Loss:0.00095821, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:10:21,725 - [INFO] - [E:127| 100]: Train Loss:0.00096271, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:11:24,484 - [INFO] - [E:127| 200]: Train Loss:0.00095951, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:12:27,282 - [INFO] - [E:127| 300]: Train Loss:0.00096036, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:13:29,989 - [INFO] - [E:127| 400]: Train Loss:0.00096031, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:14:32,660 - [INFO] - [E:127| 500]: Train Loss:0.00096135, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:15:35,464 - [INFO] - [E:127| 600]: Train Loss:0.00096145, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:16:38,269 - [INFO] - [E:127| 700]: Train Loss:0.00096173, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:17:41,063 - [INFO] - [E:127| 800]: Train Loss:0.00096203, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:18:43,910 - [INFO] - [E:127| 900]: Train Loss:0.00096183, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:19:46,680 - [INFO] - [E:127| 1000]: Train Loss:0.00096182, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:20:49,454 - [INFO] - [E:127| 1100]: Train Loss:0.00096159, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:21:52,116 - [INFO] - [E:127| 1200]: Train Loss:0.00096146, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:22:54,767 - [INFO] - [E:127| 1300]: Train Loss:0.00096129, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:23:57,427 - [INFO] - [E:127| 1400]: Train Loss:0.00096125, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:25:00,210 - [INFO] - [E:127| 1500]: Train Loss:0.0009614, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:26:02,955 - [INFO] - [E:127| 1600]: Train Loss:0.00096142, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:26:43,941 - [INFO] - [Epoch:127]: Training Loss:0.0009615 + +2023-05-08 17:26:44,156 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 17:27:05,412 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 17:27:17,699 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 17:27:39,081 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 17:27:51,258 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.49204, Head : 0.32518, Avg : 0.40861 + +2023-05-08 17:27:51,258 - [INFO] - [Epoch 127]: Training Loss: 0.00096154, Valid MRR: 0.43146, + + + +2023-05-08 17:27:51,899 - [INFO] - [E:128| 0]: Train Loss:0.00092076, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:28:54,638 - [INFO] - [E:128| 100]: Train Loss:0.00096272, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:29:57,327 - [INFO] - [E:128| 200]: Train Loss:0.00096172, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:31:00,027 - [INFO] - [E:128| 300]: Train Loss:0.00096013, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:32:02,726 - [INFO] - [E:128| 400]: Train Loss:0.00095988, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:33:05,592 - [INFO] - [E:128| 500]: Train Loss:0.0009602, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:34:08,337 - [INFO] - [E:128| 600]: Train Loss:0.00096075, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:35:11,073 - [INFO] - [E:128| 700]: Train Loss:0.00096086, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:36:13,800 - [INFO] - [E:128| 800]: Train Loss:0.00096053, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:37:16,556 - [INFO] - [E:128| 900]: Train Loss:0.00096081, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:38:19,307 - [INFO] - [E:128| 1000]: Train Loss:0.00096122, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:39:22,016 - [INFO] - [E:128| 1100]: Train Loss:0.00096106, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:40:24,694 - [INFO] - [E:128| 1200]: Train Loss:0.00096107, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:41:27,357 - [INFO] - [E:128| 1300]: Train Loss:0.00096114, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:42:30,156 - [INFO] - [E:128| 1400]: Train Loss:0.00096106, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:43:32,923 - [INFO] - [E:128| 1500]: Train Loss:0.00096096, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:44:35,705 - [INFO] - [E:128| 1600]: Train Loss:0.00096096, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:45:16,737 - [INFO] - [Epoch:128]: Training Loss:0.0009613 + +2023-05-08 17:45:16,953 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 17:45:38,187 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 17:45:50,487 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 17:46:11,905 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 17:46:24,079 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.4977, Head : 0.33417, Avg : 0.41593 + +2023-05-08 17:46:24,079 - [INFO] - [Epoch 128]: Training Loss: 0.00096133, Valid MRR: 0.43146, + + + +2023-05-08 17:46:24,723 - [INFO] - [E:129| 0]: Train Loss:0.0009519, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:47:27,442 - [INFO] - [E:129| 100]: Train Loss:0.0009615, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:48:30,125 - [INFO] - [E:129| 200]: Train Loss:0.00096043, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:49:32,794 - [INFO] - [E:129| 300]: Train Loss:0.00096066, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:50:35,570 - [INFO] - [E:129| 400]: Train Loss:0.00095986, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:51:38,231 - [INFO] - [E:129| 500]: Train Loss:0.00095978, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:52:40,908 - [INFO] - [E:129| 600]: Train Loss:0.00095967, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:53:43,619 - [INFO] - [E:129| 700]: Train Loss:0.00095955, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:54:46,298 - [INFO] - [E:129| 800]: Train Loss:0.00096018, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:55:48,996 - [INFO] - [E:129| 900]: Train Loss:0.00096049, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:56:51,675 - [INFO] - [E:129| 1000]: Train Loss:0.00096069, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:57:54,411 - [INFO] - [E:129| 1100]: Train Loss:0.00096067, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:58:57,287 - [INFO] - [E:129| 1200]: Train Loss:0.00096046, Val MRR:0.43146, wikidata12k_1n +2023-05-08 17:59:59,996 - [INFO] - [E:129| 1300]: Train Loss:0.00096054, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:01:02,690 - [INFO] - [E:129| 1400]: Train Loss:0.00096043, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:02:05,358 - [INFO] - [E:129| 1500]: Train Loss:0.00096053, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:03:08,109 - [INFO] - [E:129| 1600]: Train Loss:0.00096048, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:03:49,166 - [INFO] - [Epoch:129]: Training Loss:0.0009609 + +2023-05-08 18:03:49,382 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 18:04:10,623 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 18:04:22,920 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 18:04:44,325 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 18:04:56,503 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.50022, Head : 0.35761, Avg : 0.42892 + MR: Tail : 664.89, Head : 713.6, Avg : 689.25 + Hit-1: Tail : 0.41147, Head : 0.25747, Avg : 0.33447 + Hit-3: Tail : 0.55102, Head : 0.40588, Avg : 0.47845 + Hit-10: Tail : 0.66479, Head : 0.56359, Avg : 0.61419 +2023-05-08 18:04:56,503 - [INFO] - [Epoch 129]: Training Loss: 0.00096089, Valid MRR: 0.43146, + + + +2023-05-08 18:04:57,146 - [INFO] - [E:130| 0]: Train Loss:0.0009266, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:05:59,927 - [INFO] - [E:130| 100]: Train Loss:0.00095487, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:07:02,691 - [INFO] - [E:130| 200]: Train Loss:0.00095533, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:08:05,559 - [INFO] - [E:130| 300]: Train Loss:0.00095732, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:09:08,314 - [INFO] - [E:130| 400]: Train Loss:0.00095941, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:10:11,072 - [INFO] - [E:130| 500]: Train Loss:0.0009592, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:11:13,839 - [INFO] - [E:130| 600]: Train Loss:0.00096008, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:12:16,621 - [INFO] - [E:130| 700]: Train Loss:0.00095981, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:13:19,375 - [INFO] - [E:130| 800]: Train Loss:0.00096032, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:14:22,155 - [INFO] - [E:130| 900]: Train Loss:0.00095989, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:15:24,923 - [INFO] - [E:130| 1000]: Train Loss:0.00095965, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:16:27,742 - [INFO] - [E:130| 1100]: Train Loss:0.0009597, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:17:30,439 - [INFO] - [E:130| 1200]: Train Loss:0.00095969, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:18:33,166 - [INFO] - [E:130| 1300]: Train Loss:0.00095971, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:19:35,854 - [INFO] - [E:130| 1400]: Train Loss:0.00095997, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:20:38,532 - [INFO] - [E:130| 1500]: Train Loss:0.00096005, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:21:41,210 - [INFO] - [E:130| 1600]: Train Loss:0.00096022, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:22:22,158 - [INFO] - [Epoch:130]: Training Loss:0.0009601 + +2023-05-08 18:22:22,372 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 18:22:43,586 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 18:22:55,873 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 18:23:17,246 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 18:23:29,405 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.49582, Head : 0.3586, Avg : 0.42721 + +2023-05-08 18:23:29,405 - [INFO] - [Epoch 130]: Training Loss: 0.00096009, Valid MRR: 0.43146, + + + +2023-05-08 18:23:30,047 - [INFO] - [E:131| 0]: Train Loss:0.00094797, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:24:32,724 - [INFO] - [E:131| 100]: Train Loss:0.00095842, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:25:35,505 - [INFO] - [E:131| 200]: Train Loss:0.00095973, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:26:38,268 - [INFO] - [E:131| 300]: Train Loss:0.0009583, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:27:40,988 - [INFO] - [E:131| 400]: Train Loss:0.00095872, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:28:43,764 - [INFO] - [E:131| 500]: Train Loss:0.00095956, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:29:46,596 - [INFO] - [E:131| 600]: Train Loss:0.00095979, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:30:49,389 - [INFO] - [E:131| 700]: Train Loss:0.00095913, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:31:52,157 - [INFO] - [E:131| 800]: Train Loss:0.00095922, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:32:54,920 - [INFO] - [E:131| 900]: Train Loss:0.00095972, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:33:57,804 - [INFO] - [E:131| 1000]: Train Loss:0.00095991, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:35:00,609 - [INFO] - [E:131| 1100]: Train Loss:0.0009601, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:36:03,355 - [INFO] - [E:131| 1200]: Train Loss:0.00095997, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:37:06,075 - [INFO] - [E:131| 1300]: Train Loss:0.00095979, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:38:08,844 - [INFO] - [E:131| 1400]: Train Loss:0.00095994, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:39:11,549 - [INFO] - [E:131| 1500]: Train Loss:0.00095992, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:40:14,207 - [INFO] - [E:131| 1600]: Train Loss:0.0009597, Val MRR:0.43146, wikidata12k_1n +2023-05-08 18:40:55,163 - [INFO] - [Epoch:131]: Training Loss:0.0009596 + +2023-05-08 18:40:55,377 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 18:41:16,587 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 18:41:28,864 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 18:41:50,238 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 18:42:02,411 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.49959, Head : 0.36722, Avg : 0.43341 + +2023-05-08 18:42:03,307 - [INFO] - [Epoch 131]: Training Loss: 0.00095964, Valid MRR: 0.43341, + + + +2023-05-08 18:42:03,958 - [INFO] - [E:132| 0]: Train Loss:0.00093199, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:43:06,824 - [INFO] - [E:132| 100]: Train Loss:0.00095736, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:44:09,611 - [INFO] - [E:132| 200]: Train Loss:0.00095787, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:45:12,387 - [INFO] - [E:132| 300]: Train Loss:0.00095838, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:46:15,115 - [INFO] - [E:132| 400]: Train Loss:0.00095942, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:47:17,798 - [INFO] - [E:132| 500]: Train Loss:0.00095939, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:48:20,483 - [INFO] - [E:132| 600]: Train Loss:0.00095891, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:49:23,210 - [INFO] - [E:132| 700]: Train Loss:0.00095879, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:50:25,908 - [INFO] - [E:132| 800]: Train Loss:0.00095892, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:51:28,767 - [INFO] - [E:132| 900]: Train Loss:0.00095884, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:52:31,507 - [INFO] - [E:132| 1000]: Train Loss:0.000959, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:53:34,228 - [INFO] - [E:132| 1100]: Train Loss:0.00095888, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:54:37,033 - [INFO] - [E:132| 1200]: Train Loss:0.00095887, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:55:39,826 - [INFO] - [E:132| 1300]: Train Loss:0.000959, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:56:42,654 - [INFO] - [E:132| 1400]: Train Loss:0.00095898, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:57:45,300 - [INFO] - [E:132| 1500]: Train Loss:0.0009591, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:58:47,952 - [INFO] - [E:132| 1600]: Train Loss:0.000959, Val MRR:0.43341, wikidata12k_1n +2023-05-08 18:59:28,922 - [INFO] - [Epoch:132]: Training Loss:0.0009591 + +2023-05-08 18:59:29,136 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 18:59:50,391 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 19:00:02,734 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 19:00:24,133 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 19:00:36,298 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.49843, Head : 0.33853, Avg : 0.41848 + +2023-05-08 19:00:36,298 - [INFO] - [Epoch 132]: Training Loss: 0.00095908, Valid MRR: 0.43341, + + + +2023-05-08 19:00:36,943 - [INFO] - [E:133| 0]: Train Loss:0.0009542, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:01:39,692 - [INFO] - [E:133| 100]: Train Loss:0.00095729, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:02:42,426 - [INFO] - [E:133| 200]: Train Loss:0.00095597, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:03:45,159 - [INFO] - [E:133| 300]: Train Loss:0.0009558, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:04:47,929 - [INFO] - [E:133| 400]: Train Loss:0.00095573, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:05:50,717 - [INFO] - [E:133| 500]: Train Loss:0.00095579, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:06:53,453 - [INFO] - [E:133| 600]: Train Loss:0.00095598, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:07:56,212 - [INFO] - [E:133| 700]: Train Loss:0.00095715, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:08:59,011 - [INFO] - [E:133| 800]: Train Loss:0.00095761, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:10:01,663 - [INFO] - [E:133| 900]: Train Loss:0.00095762, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:11:04,391 - [INFO] - [E:133| 1000]: Train Loss:0.00095748, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:12:07,068 - [INFO] - [E:133| 1100]: Train Loss:0.00095781, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:13:09,728 - [INFO] - [E:133| 1200]: Train Loss:0.00095811, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:14:12,448 - [INFO] - [E:133| 1300]: Train Loss:0.00095809, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:15:15,171 - [INFO] - [E:133| 1400]: Train Loss:0.00095849, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:16:17,877 - [INFO] - [E:133| 1500]: Train Loss:0.00095875, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:17:20,634 - [INFO] - [E:133| 1600]: Train Loss:0.00095878, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:18:01,653 - [INFO] - [Epoch:133]: Training Loss:0.0009589 + +2023-05-08 19:18:01,869 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 19:18:23,101 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 19:18:35,389 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 19:18:56,795 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 19:19:08,959 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.49755, Head : 0.35788, Avg : 0.42772 + +2023-05-08 19:19:08,959 - [INFO] - [Epoch 133]: Training Loss: 0.00095887, Valid MRR: 0.43341, + + + +2023-05-08 19:19:09,603 - [INFO] - [E:134| 0]: Train Loss:0.00094413, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:20:12,354 - [INFO] - [E:134| 100]: Train Loss:0.00095841, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:21:15,096 - [INFO] - [E:134| 200]: Train Loss:0.000958, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:22:17,821 - [INFO] - [E:134| 300]: Train Loss:0.00095759, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:23:20,561 - [INFO] - [E:134| 400]: Train Loss:0.00095748, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:24:23,297 - [INFO] - [E:134| 500]: Train Loss:0.0009574, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:25:26,078 - [INFO] - [E:134| 600]: Train Loss:0.00095743, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:26:28,935 - [INFO] - [E:134| 700]: Train Loss:0.00095738, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:27:31,600 - [INFO] - [E:134| 800]: Train Loss:0.00095784, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:28:34,288 - [INFO] - [E:134| 900]: Train Loss:0.00095815, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:29:37,082 - [INFO] - [E:134| 1000]: Train Loss:0.00095825, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:30:39,890 - [INFO] - [E:134| 1100]: Train Loss:0.00095836, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:31:42,688 - [INFO] - [E:134| 1200]: Train Loss:0.00095848, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:32:45,506 - [INFO] - [E:134| 1300]: Train Loss:0.00095853, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:33:48,292 - [INFO] - [E:134| 1400]: Train Loss:0.00095832, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:34:51,120 - [INFO] - [E:134| 1500]: Train Loss:0.00095828, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:35:53,791 - [INFO] - [E:134| 1600]: Train Loss:0.00095871, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:36:34,745 - [INFO] - [Epoch:134]: Training Loss:0.0009585 + +2023-05-08 19:36:34,960 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 19:36:56,194 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 19:37:08,482 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 19:37:29,872 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 19:37:42,036 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.49233, Head : 0.3427, Avg : 0.41751 + +2023-05-08 19:37:42,036 - [INFO] - [Epoch 134]: Training Loss: 0.00095848, Valid MRR: 0.43341, + + + +2023-05-08 19:37:42,679 - [INFO] - [E:135| 0]: Train Loss:0.00094731, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:38:45,376 - [INFO] - [E:135| 100]: Train Loss:0.00095629, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:39:48,149 - [INFO] - [E:135| 200]: Train Loss:0.00095571, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:40:50,897 - [INFO] - [E:135| 300]: Train Loss:0.00095611, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:41:53,608 - [INFO] - [E:135| 400]: Train Loss:0.00095662, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:42:56,294 - [INFO] - [E:135| 500]: Train Loss:0.00095609, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:43:59,127 - [INFO] - [E:135| 600]: Train Loss:0.00095682, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:45:01,865 - [INFO] - [E:135| 700]: Train Loss:0.00095703, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:46:04,520 - [INFO] - [E:135| 800]: Train Loss:0.00095727, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:47:07,168 - [INFO] - [E:135| 900]: Train Loss:0.00095723, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:48:09,841 - [INFO] - [E:135| 1000]: Train Loss:0.00095721, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:49:12,530 - [INFO] - [E:135| 1100]: Train Loss:0.00095696, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:50:15,231 - [INFO] - [E:135| 1200]: Train Loss:0.00095748, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:51:17,940 - [INFO] - [E:135| 1300]: Train Loss:0.00095749, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:52:20,680 - [INFO] - [E:135| 1400]: Train Loss:0.00095735, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:53:23,370 - [INFO] - [E:135| 1500]: Train Loss:0.00095749, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:54:26,114 - [INFO] - [E:135| 1600]: Train Loss:0.00095771, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:55:07,122 - [INFO] - [Epoch:135]: Training Loss:0.0009578 + +2023-05-08 19:55:07,336 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 19:55:28,564 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 19:55:40,864 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 19:56:02,272 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 19:56:14,438 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.49853, Head : 0.33852, Avg : 0.41852 + +2023-05-08 19:56:14,438 - [INFO] - [Epoch 135]: Training Loss: 0.00095784, Valid MRR: 0.43341, + + + +2023-05-08 19:56:15,079 - [INFO] - [E:136| 0]: Train Loss:0.0009598, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:57:17,791 - [INFO] - [E:136| 100]: Train Loss:0.00096003, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:58:20,469 - [INFO] - [E:136| 200]: Train Loss:0.00095723, Val MRR:0.43341, wikidata12k_1n +2023-05-08 19:59:23,146 - [INFO] - [E:136| 300]: Train Loss:0.0009574, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:00:25,940 - [INFO] - [E:136| 400]: Train Loss:0.00095731, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:01:28,741 - [INFO] - [E:136| 500]: Train Loss:0.00095699, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:02:31,538 - [INFO] - [E:136| 600]: Train Loss:0.00095719, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:03:34,308 - [INFO] - [E:136| 700]: Train Loss:0.00095679, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:04:37,104 - [INFO] - [E:136| 800]: Train Loss:0.00095689, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:05:39,878 - [INFO] - [E:136| 900]: Train Loss:0.00095702, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:06:42,669 - [INFO] - [E:136| 1000]: Train Loss:0.00095724, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:07:45,427 - [INFO] - [E:136| 1100]: Train Loss:0.00095706, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:08:48,093 - [INFO] - [E:136| 1200]: Train Loss:0.00095724, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:09:50,948 - [INFO] - [E:136| 1300]: Train Loss:0.00095737, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:10:53,741 - [INFO] - [E:136| 1400]: Train Loss:0.00095753, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:11:56,557 - [INFO] - [E:136| 1500]: Train Loss:0.0009578, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:12:59,375 - [INFO] - [E:136| 1600]: Train Loss:0.00095772, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:13:40,383 - [INFO] - [Epoch:136]: Training Loss:0.0009576 + +2023-05-08 20:13:40,597 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 20:14:01,810 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 20:14:14,082 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 20:14:35,449 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 20:14:47,615 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.4926, Head : 0.37, Avg : 0.4313 + +2023-05-08 20:14:47,615 - [INFO] - [Epoch 136]: Training Loss: 0.00095764, Valid MRR: 0.43341, + + + +2023-05-08 20:14:48,254 - [INFO] - [E:137| 0]: Train Loss:0.00094444, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:15:50,929 - [INFO] - [E:137| 100]: Train Loss:0.0009526, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:16:53,624 - [INFO] - [E:137| 200]: Train Loss:0.00095373, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:17:56,370 - [INFO] - [E:137| 300]: Train Loss:0.0009537, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:18:59,139 - [INFO] - [E:137| 400]: Train Loss:0.00095472, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:20:01,852 - [INFO] - [E:137| 500]: Train Loss:0.00095381, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:21:04,546 - [INFO] - [E:137| 600]: Train Loss:0.00095433, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:22:07,195 - [INFO] - [E:137| 700]: Train Loss:0.00095453, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:23:09,916 - [INFO] - [E:137| 800]: Train Loss:0.00095562, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:24:12,732 - [INFO] - [E:137| 900]: Train Loss:0.00095607, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:25:15,517 - [INFO] - [E:137| 1000]: Train Loss:0.00095595, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:26:18,325 - [INFO] - [E:137| 1100]: Train Loss:0.00095587, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:27:21,129 - [INFO] - [E:137| 1200]: Train Loss:0.00095613, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:28:23,874 - [INFO] - [E:137| 1300]: Train Loss:0.00095635, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:29:26,532 - [INFO] - [E:137| 1400]: Train Loss:0.00095648, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:30:29,238 - [INFO] - [E:137| 1500]: Train Loss:0.00095663, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:31:31,910 - [INFO] - [E:137| 1600]: Train Loss:0.00095692, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:32:12,859 - [INFO] - [Epoch:137]: Training Loss:0.0009569 + +2023-05-08 20:32:13,073 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 20:32:34,283 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 20:32:46,595 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 20:33:07,975 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 20:33:20,134 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.49875, Head : 0.31033, Avg : 0.40454 + +2023-05-08 20:33:20,134 - [INFO] - [Epoch 137]: Training Loss: 0.00095685, Valid MRR: 0.43341, + + + +2023-05-08 20:33:20,776 - [INFO] - [E:138| 0]: Train Loss:0.00094569, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:34:23,483 - [INFO] - [E:138| 100]: Train Loss:0.00095699, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:35:26,179 - [INFO] - [E:138| 200]: Train Loss:0.00095631, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:36:28,974 - [INFO] - [E:138| 300]: Train Loss:0.00095506, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:37:31,737 - [INFO] - [E:138| 400]: Train Loss:0.00095493, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:38:34,519 - [INFO] - [E:138| 500]: Train Loss:0.00095498, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:39:37,284 - [INFO] - [E:138| 600]: Train Loss:0.00095575, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:40:39,963 - [INFO] - [E:138| 700]: Train Loss:0.00095542, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:41:42,671 - [INFO] - [E:138| 800]: Train Loss:0.00095552, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:42:45,359 - [INFO] - [E:138| 900]: Train Loss:0.00095571, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:43:48,047 - [INFO] - [E:138| 1000]: Train Loss:0.00095655, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:44:50,807 - [INFO] - [E:138| 1100]: Train Loss:0.00095651, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:45:53,550 - [INFO] - [E:138| 1200]: Train Loss:0.0009567, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:46:56,350 - [INFO] - [E:138| 1300]: Train Loss:0.00095696, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:47:59,112 - [INFO] - [E:138| 1400]: Train Loss:0.00095705, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:49:01,840 - [INFO] - [E:138| 1500]: Train Loss:0.00095681, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:50:04,563 - [INFO] - [E:138| 1600]: Train Loss:0.00095672, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:50:45,515 - [INFO] - [Epoch:138]: Training Loss:0.0009567 + +2023-05-08 20:50:45,730 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 20:51:06,949 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 20:51:19,232 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 20:51:40,622 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 20:51:52,792 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.49235, Head : 0.3521, Avg : 0.42222 + +2023-05-08 20:51:52,793 - [INFO] - [Epoch 138]: Training Loss: 0.0009567, Valid MRR: 0.43341, + + + +2023-05-08 20:51:53,433 - [INFO] - [E:139| 0]: Train Loss:0.00094208, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:52:56,221 - [INFO] - [E:139| 100]: Train Loss:0.00095677, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:53:58,911 - [INFO] - [E:139| 200]: Train Loss:0.00095632, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:55:01,598 - [INFO] - [E:139| 300]: Train Loss:0.0009552, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:56:04,272 - [INFO] - [E:139| 400]: Train Loss:0.00095477, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:57:06,948 - [INFO] - [E:139| 500]: Train Loss:0.0009541, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:58:09,661 - [INFO] - [E:139| 600]: Train Loss:0.00095466, Val MRR:0.43341, wikidata12k_1n +2023-05-08 20:59:12,393 - [INFO] - [E:139| 700]: Train Loss:0.00095462, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:00:15,111 - [INFO] - [E:139| 800]: Train Loss:0.0009544, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:01:17,917 - [INFO] - [E:139| 900]: Train Loss:0.00095473, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:02:20,703 - [INFO] - [E:139| 1000]: Train Loss:0.00095451, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:03:23,381 - [INFO] - [E:139| 1100]: Train Loss:0.00095496, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:04:26,109 - [INFO] - [E:139| 1200]: Train Loss:0.00095558, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:05:28,778 - [INFO] - [E:139| 1300]: Train Loss:0.00095581, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:06:31,466 - [INFO] - [E:139| 1400]: Train Loss:0.0009561, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:07:34,195 - [INFO] - [E:139| 1500]: Train Loss:0.00095607, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:08:36,886 - [INFO] - [E:139| 1600]: Train Loss:0.00095617, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:09:17,849 - [INFO] - [Epoch:139]: Training Loss:0.0009563 + +2023-05-08 21:09:18,063 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 21:09:39,293 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 21:09:51,578 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 21:10:13,038 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 21:10:25,200 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.49899, Head : 0.35675, Avg : 0.42787 + MR: Tail : 669.08, Head : 727.89, Avg : 698.48 + Hit-1: Tail : 0.40944, Head : 0.25327, Avg : 0.33135 + Hit-3: Tail : 0.54855, Head : 0.41553, Avg : 0.48204 + Hit-10: Tail : 0.66939, Head : 0.55918, Avg : 0.61429 +2023-05-08 21:10:25,200 - [INFO] - [Epoch 139]: Training Loss: 0.00095635, Valid MRR: 0.43341, + + + +2023-05-08 21:10:25,842 - [INFO] - [E:140| 0]: Train Loss:0.00094575, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:11:28,585 - [INFO] - [E:140| 100]: Train Loss:0.00095305, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:12:31,386 - [INFO] - [E:140| 200]: Train Loss:0.00095173, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:13:34,170 - [INFO] - [E:140| 300]: Train Loss:0.00095322, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:14:36,900 - [INFO] - [E:140| 400]: Train Loss:0.00095377, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:15:39,624 - [INFO] - [E:140| 500]: Train Loss:0.00095497, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:16:42,309 - [INFO] - [E:140| 600]: Train Loss:0.00095489, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:17:44,993 - [INFO] - [E:140| 700]: Train Loss:0.00095496, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:18:47,742 - [INFO] - [E:140| 800]: Train Loss:0.00095554, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:19:50,596 - [INFO] - [E:140| 900]: Train Loss:0.00095589, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:20:53,431 - [INFO] - [E:140| 1000]: Train Loss:0.00095564, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:21:56,148 - [INFO] - [E:140| 1100]: Train Loss:0.00095528, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:22:58,927 - [INFO] - [E:140| 1200]: Train Loss:0.00095564, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:24:01,690 - [INFO] - [E:140| 1300]: Train Loss:0.00095577, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:25:04,462 - [INFO] - [E:140| 1400]: Train Loss:0.0009561, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:26:07,171 - [INFO] - [E:140| 1500]: Train Loss:0.000956, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:27:09,845 - [INFO] - [E:140| 1600]: Train Loss:0.00095615, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:27:50,926 - [INFO] - [Epoch:140]: Training Loss:0.0009562 + +2023-05-08 21:27:51,142 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 21:28:12,377 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 21:28:24,669 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 21:28:46,088 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 21:28:58,259 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.49731, Head : 0.33475, Avg : 0.41603 + +2023-05-08 21:28:58,259 - [INFO] - [Epoch 140]: Training Loss: 0.00095619, Valid MRR: 0.43341, + + + +2023-05-08 21:28:58,902 - [INFO] - [E:141| 0]: Train Loss:0.00094404, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:30:01,673 - [INFO] - [E:141| 100]: Train Loss:0.0009549, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:31:04,464 - [INFO] - [E:141| 200]: Train Loss:0.00095606, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:32:07,159 - [INFO] - [E:141| 300]: Train Loss:0.00095551, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:33:09,868 - [INFO] - [E:141| 400]: Train Loss:0.00095451, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:34:12,586 - [INFO] - [E:141| 500]: Train Loss:0.00095579, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:35:15,292 - [INFO] - [E:141| 600]: Train Loss:0.00095491, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:36:18,156 - [INFO] - [E:141| 700]: Train Loss:0.00095496, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:37:20,906 - [INFO] - [E:141| 800]: Train Loss:0.00095491, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:38:23,558 - [INFO] - [E:141| 900]: Train Loss:0.00095524, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:39:26,229 - [INFO] - [E:141| 1000]: Train Loss:0.00095544, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:40:28,938 - [INFO] - [E:141| 1100]: Train Loss:0.00095548, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:41:31,606 - [INFO] - [E:141| 1200]: Train Loss:0.00095553, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:42:34,300 - [INFO] - [E:141| 1300]: Train Loss:0.00095558, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:43:37,001 - [INFO] - [E:141| 1400]: Train Loss:0.00095585, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:44:39,674 - [INFO] - [E:141| 1500]: Train Loss:0.00095579, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:45:42,468 - [INFO] - [E:141| 1600]: Train Loss:0.00095572, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:46:23,505 - [INFO] - [Epoch:141]: Training Loss:0.0009557 + +2023-05-08 21:46:23,719 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 21:46:44,956 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 21:46:57,242 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 21:47:18,635 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 21:47:30,801 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.49732, Head : 0.3605, Avg : 0.42891 + +2023-05-08 21:47:30,801 - [INFO] - [Epoch 141]: Training Loss: 0.00095569, Valid MRR: 0.43341, + + + +2023-05-08 21:47:31,443 - [INFO] - [E:142| 0]: Train Loss:0.0009476, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:48:34,204 - [INFO] - [E:142| 100]: Train Loss:0.00095617, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:49:36,986 - [INFO] - [E:142| 200]: Train Loss:0.00095608, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:50:39,753 - [INFO] - [E:142| 300]: Train Loss:0.00095503, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:51:42,454 - [INFO] - [E:142| 400]: Train Loss:0.00095471, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:52:45,139 - [INFO] - [E:142| 500]: Train Loss:0.00095404, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:53:47,899 - [INFO] - [E:142| 600]: Train Loss:0.00095418, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:54:50,589 - [INFO] - [E:142| 700]: Train Loss:0.00095445, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:55:53,287 - [INFO] - [E:142| 800]: Train Loss:0.00095464, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:56:56,088 - [INFO] - [E:142| 900]: Train Loss:0.00095482, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:57:58,903 - [INFO] - [E:142| 1000]: Train Loss:0.00095486, Val MRR:0.43341, wikidata12k_1n +2023-05-08 21:59:01,616 - [INFO] - [E:142| 1100]: Train Loss:0.00095486, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:00:04,429 - [INFO] - [E:142| 1200]: Train Loss:0.00095497, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:01:07,221 - [INFO] - [E:142| 1300]: Train Loss:0.00095489, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:02:09,993 - [INFO] - [E:142| 1400]: Train Loss:0.00095493, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:03:12,778 - [INFO] - [E:142| 1500]: Train Loss:0.00095501, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:04:15,473 - [INFO] - [E:142| 1600]: Train Loss:0.00095507, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:04:56,443 - [INFO] - [Epoch:142]: Training Loss:0.000955 + +2023-05-08 22:04:56,657 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 22:05:17,869 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 22:05:30,157 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 22:05:51,549 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 22:06:03,713 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.49487, Head : 0.36833, Avg : 0.4316 + +2023-05-08 22:06:03,713 - [INFO] - [Epoch 142]: Training Loss: 0.00095505, Valid MRR: 0.43341, + + + +2023-05-08 22:06:04,355 - [INFO] - [E:143| 0]: Train Loss:0.00096679, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:07:07,043 - [INFO] - [E:143| 100]: Train Loss:0.00095676, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:08:09,733 - [INFO] - [E:143| 200]: Train Loss:0.00095552, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:09:12,490 - [INFO] - [E:143| 300]: Train Loss:0.00095483, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:10:15,157 - [INFO] - [E:143| 400]: Train Loss:0.00095438, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:11:17,976 - [INFO] - [E:143| 500]: Train Loss:0.00095382, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:12:20,778 - [INFO] - [E:143| 600]: Train Loss:0.00095358, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:13:23,511 - [INFO] - [E:143| 700]: Train Loss:0.00095353, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:14:26,173 - [INFO] - [E:143| 800]: Train Loss:0.00095403, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:15:28,830 - [INFO] - [E:143| 900]: Train Loss:0.00095384, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:16:31,579 - [INFO] - [E:143| 1000]: Train Loss:0.0009537, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:17:34,402 - [INFO] - [E:143| 1100]: Train Loss:0.00095378, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:18:37,191 - [INFO] - [E:143| 1200]: Train Loss:0.00095395, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:19:39,963 - [INFO] - [E:143| 1300]: Train Loss:0.00095394, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:20:42,775 - [INFO] - [E:143| 1400]: Train Loss:0.000954, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:21:45,491 - [INFO] - [E:143| 1500]: Train Loss:0.00095423, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:22:48,168 - [INFO] - [E:143| 1600]: Train Loss:0.00095451, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:23:29,113 - [INFO] - [Epoch:143]: Training Loss:0.0009546 + +2023-05-08 22:23:29,330 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 22:23:50,548 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 22:24:02,831 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 22:24:24,217 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 22:24:36,388 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.50144, Head : 0.32245, Avg : 0.41195 + +2023-05-08 22:24:36,388 - [INFO] - [Epoch 143]: Training Loss: 0.00095463, Valid MRR: 0.43341, + + + +2023-05-08 22:24:37,036 - [INFO] - [E:144| 0]: Train Loss:0.00094148, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:25:39,716 - [INFO] - [E:144| 100]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:26:42,476 - [INFO] - [E:144| 200]: Train Loss:0.00094973, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:27:45,251 - [INFO] - [E:144| 300]: Train Loss:0.00095318, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:28:48,065 - [INFO] - [E:144| 400]: Train Loss:0.00095334, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:29:50,835 - [INFO] - [E:144| 500]: Train Loss:0.00095315, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:30:53,538 - [INFO] - [E:144| 600]: Train Loss:0.000953, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:31:56,345 - [INFO] - [E:144| 700]: Train Loss:0.00095334, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:32:59,176 - [INFO] - [E:144| 800]: Train Loss:0.0009539, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:34:02,000 - [INFO] - [E:144| 900]: Train Loss:0.00095387, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:35:04,779 - [INFO] - [E:144| 1000]: Train Loss:0.00095411, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:36:07,489 - [INFO] - [E:144| 1100]: Train Loss:0.00095456, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:37:10,340 - [INFO] - [E:144| 1200]: Train Loss:0.0009547, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:38:13,098 - [INFO] - [E:144| 1300]: Train Loss:0.00095457, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:39:15,847 - [INFO] - [E:144| 1400]: Train Loss:0.00095457, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:40:18,599 - [INFO] - [E:144| 1500]: Train Loss:0.00095461, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:41:21,385 - [INFO] - [E:144| 1600]: Train Loss:0.00095454, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:42:02,396 - [INFO] - [Epoch:144]: Training Loss:0.0009546 + +2023-05-08 22:42:02,612 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 22:42:23,842 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 22:42:36,149 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 22:42:57,542 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 22:43:09,717 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.50323, Head : 0.36022, Avg : 0.43172 + +2023-05-08 22:43:09,717 - [INFO] - [Epoch 144]: Training Loss: 0.0009546, Valid MRR: 0.43341, + + + +2023-05-08 22:43:10,361 - [INFO] - [E:145| 0]: Train Loss:0.00094267, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:44:13,071 - [INFO] - [E:145| 100]: Train Loss:0.00095094, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:45:15,764 - [INFO] - [E:145| 200]: Train Loss:0.00095121, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:46:18,548 - [INFO] - [E:145| 300]: Train Loss:0.00095202, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:47:21,293 - [INFO] - [E:145| 400]: Train Loss:0.00095186, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:48:24,041 - [INFO] - [E:145| 500]: Train Loss:0.00095166, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:49:26,809 - [INFO] - [E:145| 600]: Train Loss:0.00095193, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:50:29,493 - [INFO] - [E:145| 700]: Train Loss:0.00095197, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:51:32,211 - [INFO] - [E:145| 800]: Train Loss:0.00095243, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:52:34,916 - [INFO] - [E:145| 900]: Train Loss:0.00095282, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:53:37,597 - [INFO] - [E:145| 1000]: Train Loss:0.00095286, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:54:40,370 - [INFO] - [E:145| 1100]: Train Loss:0.00095307, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:55:43,142 - [INFO] - [E:145| 1200]: Train Loss:0.00095345, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:56:45,876 - [INFO] - [E:145| 1300]: Train Loss:0.00095355, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:57:48,691 - [INFO] - [E:145| 1400]: Train Loss:0.0009537, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:58:51,446 - [INFO] - [E:145| 1500]: Train Loss:0.00095392, Val MRR:0.43341, wikidata12k_1n +2023-05-08 22:59:54,183 - [INFO] - [E:145| 1600]: Train Loss:0.00095411, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:00:35,192 - [INFO] - [Epoch:145]: Training Loss:0.0009542 + +2023-05-08 23:00:35,406 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 23:00:56,620 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 23:01:08,907 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 23:01:30,299 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 23:01:42,463 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.5011, Head : 0.36229, Avg : 0.43169 + +2023-05-08 23:01:42,463 - [INFO] - [Epoch 145]: Training Loss: 0.00095422, Valid MRR: 0.43341, + + + +2023-05-08 23:01:43,102 - [INFO] - [E:146| 0]: Train Loss:0.00098984, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:02:45,823 - [INFO] - [E:146| 100]: Train Loss:0.00095551, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:03:48,633 - [INFO] - [E:146| 200]: Train Loss:0.00095319, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:04:51,316 - [INFO] - [E:146| 300]: Train Loss:0.00095362, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:05:53,987 - [INFO] - [E:146| 400]: Train Loss:0.00095198, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:06:56,667 - [INFO] - [E:146| 500]: Train Loss:0.00095125, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:07:59,336 - [INFO] - [E:146| 600]: Train Loss:0.00095175, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:09:02,002 - [INFO] - [E:146| 700]: Train Loss:0.00095213, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:10:04,646 - [INFO] - [E:146| 800]: Train Loss:0.0009527, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:11:07,306 - [INFO] - [E:146| 900]: Train Loss:0.00095311, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:12:10,047 - [INFO] - [E:146| 1000]: Train Loss:0.00095363, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:13:12,759 - [INFO] - [E:146| 1100]: Train Loss:0.00095401, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:14:15,527 - [INFO] - [E:146| 1200]: Train Loss:0.00095387, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:15:18,274 - [INFO] - [E:146| 1300]: Train Loss:0.00095363, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:16:21,008 - [INFO] - [E:146| 1400]: Train Loss:0.00095353, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:17:23,731 - [INFO] - [E:146| 1500]: Train Loss:0.00095355, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:18:26,472 - [INFO] - [E:146| 1600]: Train Loss:0.00095368, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:19:07,471 - [INFO] - [Epoch:146]: Training Loss:0.0009536 + +2023-05-08 23:19:07,687 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 23:19:28,936 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 23:19:41,222 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 23:20:02,617 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 23:20:14,789 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.49893, Head : 0.35996, Avg : 0.42944 + +2023-05-08 23:20:14,789 - [INFO] - [Epoch 146]: Training Loss: 0.00095356, Valid MRR: 0.43341, + + + +2023-05-08 23:20:15,430 - [INFO] - [E:147| 0]: Train Loss:0.00093759, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:21:18,271 - [INFO] - [E:147| 100]: Train Loss:0.0009529, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:22:21,091 - [INFO] - [E:147| 200]: Train Loss:0.00095295, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:23:23,864 - [INFO] - [E:147| 300]: Train Loss:0.000954, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:24:26,655 - [INFO] - [E:147| 400]: Train Loss:0.00095465, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:25:29,493 - [INFO] - [E:147| 500]: Train Loss:0.00095366, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:26:32,295 - [INFO] - [E:147| 600]: Train Loss:0.0009534, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:27:35,077 - [INFO] - [E:147| 700]: Train Loss:0.00095314, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:28:37,751 - [INFO] - [E:147| 800]: Train Loss:0.00095354, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:29:40,527 - [INFO] - [E:147| 900]: Train Loss:0.00095323, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:30:43,324 - [INFO] - [E:147| 1000]: Train Loss:0.00095312, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:31:46,124 - [INFO] - [E:147| 1100]: Train Loss:0.00095307, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:32:48,895 - [INFO] - [E:147| 1200]: Train Loss:0.00095311, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:33:51,617 - [INFO] - [E:147| 1300]: Train Loss:0.0009532, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:34:54,392 - [INFO] - [E:147| 1400]: Train Loss:0.00095342, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:35:57,140 - [INFO] - [E:147| 1500]: Train Loss:0.00095332, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:36:59,882 - [INFO] - [E:147| 1600]: Train Loss:0.00095326, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:37:40,915 - [INFO] - [Epoch:147]: Training Loss:0.0009532 + +2023-05-08 23:37:41,131 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 23:38:02,386 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 23:38:14,735 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 23:38:36,163 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 23:38:48,334 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.49906, Head : 0.3424, Avg : 0.42073 + +2023-05-08 23:38:48,334 - [INFO] - [Epoch 147]: Training Loss: 0.00095324, Valid MRR: 0.43341, + + + +2023-05-08 23:38:48,977 - [INFO] - [E:148| 0]: Train Loss:0.00093179, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:39:51,810 - [INFO] - [E:148| 100]: Train Loss:0.00095115, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:40:54,458 - [INFO] - [E:148| 200]: Train Loss:0.00095138, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:41:57,170 - [INFO] - [E:148| 300]: Train Loss:0.00095227, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:42:59,894 - [INFO] - [E:148| 400]: Train Loss:0.0009521, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:44:02,606 - [INFO] - [E:148| 500]: Train Loss:0.00095218, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:45:05,403 - [INFO] - [E:148| 600]: Train Loss:0.0009525, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:46:08,124 - [INFO] - [E:148| 700]: Train Loss:0.00095254, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:47:10,960 - [INFO] - [E:148| 800]: Train Loss:0.00095253, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:48:13,733 - [INFO] - [E:148| 900]: Train Loss:0.00095316, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:49:16,439 - [INFO] - [E:148| 1000]: Train Loss:0.00095277, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:50:19,131 - [INFO] - [E:148| 1100]: Train Loss:0.00095264, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:51:21,834 - [INFO] - [E:148| 1200]: Train Loss:0.00095248, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:52:24,588 - [INFO] - [E:148| 1300]: Train Loss:0.00095237, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:53:27,337 - [INFO] - [E:148| 1400]: Train Loss:0.00095263, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:54:30,094 - [INFO] - [E:148| 1500]: Train Loss:0.00095268, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:55:32,864 - [INFO] - [E:148| 1600]: Train Loss:0.00095285, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:56:13,840 - [INFO] - [Epoch:148]: Training Loss:0.0009527 + +2023-05-08 23:56:14,055 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-08 23:56:35,293 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-08 23:56:47,586 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-08 23:57:08,972 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-08 23:57:21,146 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.49613, Head : 0.36077, Avg : 0.42845 + +2023-05-08 23:57:21,146 - [INFO] - [Epoch 148]: Training Loss: 0.00095274, Valid MRR: 0.43341, + + + +2023-05-08 23:57:21,790 - [INFO] - [E:149| 0]: Train Loss:0.00092637, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:58:24,520 - [INFO] - [E:149| 100]: Train Loss:0.00095084, Val MRR:0.43341, wikidata12k_1n +2023-05-08 23:59:27,223 - [INFO] - [E:149| 200]: Train Loss:0.00095068, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:00:29,971 - [INFO] - [E:149| 300]: Train Loss:0.00095114, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:01:32,774 - [INFO] - [E:149| 400]: Train Loss:0.00095109, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:02:35,501 - [INFO] - [E:149| 500]: Train Loss:0.00095136, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:03:38,301 - [INFO] - [E:149| 600]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:04:41,086 - [INFO] - [E:149| 700]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:05:43,775 - [INFO] - [E:149| 800]: Train Loss:0.00095179, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:06:46,461 - [INFO] - [E:149| 900]: Train Loss:0.00095195, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:07:49,189 - [INFO] - [E:149| 1000]: Train Loss:0.00095203, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:08:51,982 - [INFO] - [E:149| 1100]: Train Loss:0.00095225, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:09:54,711 - [INFO] - [E:149| 1200]: Train Loss:0.00095229, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:10:57,385 - [INFO] - [E:149| 1300]: Train Loss:0.00095235, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:12:00,162 - [INFO] - [E:149| 1400]: Train Loss:0.0009526, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:13:02,987 - [INFO] - [E:149| 1500]: Train Loss:0.00095268, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:14:05,719 - [INFO] - [E:149| 1600]: Train Loss:0.0009527, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:14:46,719 - [INFO] - [Epoch:149]: Training Loss:0.0009529 + +2023-05-09 00:14:46,933 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 00:15:08,172 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 00:15:20,470 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 00:15:41,869 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 00:15:54,033 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.50408, Head : 0.33338, Avg : 0.41873 + MR: Tail : 709.24, Head : 757.17, Avg : 733.21 + Hit-1: Tail : 0.41899, Head : 0.23253, Avg : 0.32576 + Hit-3: Tail : 0.55057, Head : 0.37896, Avg : 0.46477 + Hit-10: Tail : 0.66053, Head : 0.54048, Avg : 0.6005 +2023-05-09 00:15:54,033 - [INFO] - [Epoch 149]: Training Loss: 0.00095293, Valid MRR: 0.43341, + + + +2023-05-09 00:15:54,675 - [INFO] - [E:150| 0]: Train Loss:0.00093098, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:16:57,429 - [INFO] - [E:150| 100]: Train Loss:0.0009559, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:18:00,212 - [INFO] - [E:150| 200]: Train Loss:0.00095469, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:19:02,961 - [INFO] - [E:150| 300]: Train Loss:0.00095201, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:20:05,705 - [INFO] - [E:150| 400]: Train Loss:0.00095157, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:21:08,456 - [INFO] - [E:150| 500]: Train Loss:0.00095188, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:22:11,334 - [INFO] - [E:150| 600]: Train Loss:0.00095189, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:23:14,081 - [INFO] - [E:150| 700]: Train Loss:0.00095226, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:24:16,831 - [INFO] - [E:150| 800]: Train Loss:0.00095185, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:25:19,620 - [INFO] - [E:150| 900]: Train Loss:0.00095181, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:26:22,420 - [INFO] - [E:150| 1000]: Train Loss:0.00095172, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:27:25,195 - [INFO] - [E:150| 1100]: Train Loss:0.00095183, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:28:27,876 - [INFO] - [E:150| 1200]: Train Loss:0.00095202, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:29:30,512 - [INFO] - [E:150| 1300]: Train Loss:0.00095209, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:30:33,359 - [INFO] - [E:150| 1400]: Train Loss:0.00095215, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:31:36,055 - [INFO] - [E:150| 1500]: Train Loss:0.00095245, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:32:38,748 - [INFO] - [E:150| 1600]: Train Loss:0.00095248, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:33:19,791 - [INFO] - [Epoch:150]: Training Loss:0.0009526 + +2023-05-09 00:33:20,005 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 00:33:41,211 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 00:33:53,493 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 00:34:14,872 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 00:34:27,048 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.4996, Head : 0.33965, Avg : 0.41963 + +2023-05-09 00:34:27,048 - [INFO] - [Epoch 150]: Training Loss: 0.00095258, Valid MRR: 0.43341, + + + +2023-05-09 00:34:27,687 - [INFO] - [E:151| 0]: Train Loss:0.00092536, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:35:30,351 - [INFO] - [E:151| 100]: Train Loss:0.00094974, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:36:32,997 - [INFO] - [E:151| 200]: Train Loss:0.00094826, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:37:35,671 - [INFO] - [E:151| 300]: Train Loss:0.00094931, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:38:38,453 - [INFO] - [E:151| 400]: Train Loss:0.00094995, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:39:41,268 - [INFO] - [E:151| 500]: Train Loss:0.00095024, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:40:44,024 - [INFO] - [E:151| 600]: Train Loss:0.00095066, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:41:46,815 - [INFO] - [E:151| 700]: Train Loss:0.00095057, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:42:49,529 - [INFO] - [E:151| 800]: Train Loss:0.00095088, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:43:52,341 - [INFO] - [E:151| 900]: Train Loss:0.00095126, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:44:55,131 - [INFO] - [E:151| 1000]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:45:57,796 - [INFO] - [E:151| 1100]: Train Loss:0.00095145, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:47:00,565 - [INFO] - [E:151| 1200]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:48:03,467 - [INFO] - [E:151| 1300]: Train Loss:0.00095147, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:49:06,218 - [INFO] - [E:151| 1400]: Train Loss:0.00095174, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:50:08,911 - [INFO] - [E:151| 1500]: Train Loss:0.00095182, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:51:11,620 - [INFO] - [E:151| 1600]: Train Loss:0.00095191, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:51:52,553 - [INFO] - [Epoch:151]: Training Loss:0.0009521 + +2023-05-09 00:51:52,769 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 00:52:13,991 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 00:52:26,286 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 00:52:47,676 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 00:52:59,834 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.49777, Head : 0.3496, Avg : 0.42369 + +2023-05-09 00:52:59,834 - [INFO] - [Epoch 151]: Training Loss: 0.00095205, Valid MRR: 0.43341, + + + +2023-05-09 00:53:00,477 - [INFO] - [E:152| 0]: Train Loss:0.00095469, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:54:03,173 - [INFO] - [E:152| 100]: Train Loss:0.00095246, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:55:05,970 - [INFO] - [E:152| 200]: Train Loss:0.00095034, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:56:08,786 - [INFO] - [E:152| 300]: Train Loss:0.00094901, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:57:11,572 - [INFO] - [E:152| 400]: Train Loss:0.00094966, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:58:14,256 - [INFO] - [E:152| 500]: Train Loss:0.00094998, Val MRR:0.43341, wikidata12k_1n +2023-05-09 00:59:17,007 - [INFO] - [E:152| 600]: Train Loss:0.00094987, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:00:19,719 - [INFO] - [E:152| 700]: Train Loss:0.00095022, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:01:22,418 - [INFO] - [E:152| 800]: Train Loss:0.00095101, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:02:25,107 - [INFO] - [E:152| 900]: Train Loss:0.00095078, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:03:27,851 - [INFO] - [E:152| 1000]: Train Loss:0.00095119, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:04:30,534 - [INFO] - [E:152| 1100]: Train Loss:0.00095146, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:05:33,312 - [INFO] - [E:152| 1200]: Train Loss:0.00095169, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:06:35,989 - [INFO] - [E:152| 1300]: Train Loss:0.00095179, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:07:38,694 - [INFO] - [E:152| 1400]: Train Loss:0.00095206, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:08:41,516 - [INFO] - [E:152| 1500]: Train Loss:0.00095202, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:09:44,313 - [INFO] - [E:152| 1600]: Train Loss:0.00095206, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:10:25,338 - [INFO] - [Epoch:152]: Training Loss:0.000952 + +2023-05-09 01:10:25,554 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 01:10:46,781 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 01:10:59,070 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 01:11:20,485 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 01:11:32,665 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.49952, Head : 0.30624, Avg : 0.40288 + +2023-05-09 01:11:32,666 - [INFO] - [Epoch 152]: Training Loss: 0.00095198, Valid MRR: 0.43341, + + + +2023-05-09 01:11:33,307 - [INFO] - [E:153| 0]: Train Loss:0.00094975, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:12:36,117 - [INFO] - [E:153| 100]: Train Loss:0.00095259, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:13:38,873 - [INFO] - [E:153| 200]: Train Loss:0.0009492, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:14:41,626 - [INFO] - [E:153| 300]: Train Loss:0.00094861, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:15:44,301 - [INFO] - [E:153| 400]: Train Loss:0.00094964, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:16:47,098 - [INFO] - [E:153| 500]: Train Loss:0.00094924, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:17:49,874 - [INFO] - [E:153| 600]: Train Loss:0.00095015, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:18:52,631 - [INFO] - [E:153| 700]: Train Loss:0.00095027, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:19:55,356 - [INFO] - [E:153| 800]: Train Loss:0.00095032, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:20:58,096 - [INFO] - [E:153| 900]: Train Loss:0.0009512, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:22:01,950 - [INFO] - [E:153| 1000]: Train Loss:0.00095128, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:23:04,764 - [INFO] - [E:153| 1100]: Train Loss:0.00095102, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:24:07,459 - [INFO] - [E:153| 1200]: Train Loss:0.00095106, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:25:10,128 - [INFO] - [E:153| 1300]: Train Loss:0.00095121, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:26:12,798 - [INFO] - [E:153| 1400]: Train Loss:0.00095103, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:27:15,505 - [INFO] - [E:153| 1500]: Train Loss:0.00095103, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:28:18,316 - [INFO] - [E:153| 1600]: Train Loss:0.00095122, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:28:59,350 - [INFO] - [Epoch:153]: Training Loss:0.0009515 + +2023-05-09 01:28:59,566 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 01:29:20,812 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 01:29:33,104 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 01:29:54,506 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 01:30:06,689 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.49867, Head : 0.35594, Avg : 0.42731 + +2023-05-09 01:30:06,689 - [INFO] - [Epoch 153]: Training Loss: 0.00095151, Valid MRR: 0.43341, + + + +2023-05-09 01:30:07,333 - [INFO] - [E:154| 0]: Train Loss:0.00099544, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:31:10,080 - [INFO] - [E:154| 100]: Train Loss:0.00095347, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:32:12,919 - [INFO] - [E:154| 200]: Train Loss:0.00095112, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:33:15,772 - [INFO] - [E:154| 300]: Train Loss:0.00095092, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:34:18,614 - [INFO] - [E:154| 400]: Train Loss:0.00094997, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:35:21,446 - [INFO] - [E:154| 500]: Train Loss:0.00095001, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:36:24,237 - [INFO] - [E:154| 600]: Train Loss:0.00095021, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:37:27,063 - [INFO] - [E:154| 700]: Train Loss:0.00095092, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:38:29,856 - [INFO] - [E:154| 800]: Train Loss:0.00095097, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:39:32,627 - [INFO] - [E:154| 900]: Train Loss:0.00095079, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:40:35,440 - [INFO] - [E:154| 1000]: Train Loss:0.00095117, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:41:38,109 - [INFO] - [E:154| 1100]: Train Loss:0.00095133, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:42:40,799 - [INFO] - [E:154| 1200]: Train Loss:0.00095116, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:43:43,516 - [INFO] - [E:154| 1300]: Train Loss:0.00095118, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:44:46,384 - [INFO] - [E:154| 1400]: Train Loss:0.00095124, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:45:50,325 - [INFO] - [E:154| 1500]: Train Loss:0.00095141, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:46:54,343 - [INFO] - [E:154| 1600]: Train Loss:0.00095122, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:47:35,588 - [INFO] - [Epoch:154]: Training Loss:0.0009511 + +2023-05-09 01:47:35,804 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 01:47:57,034 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 01:48:09,330 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 01:48:30,755 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 01:48:42,996 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.49972, Head : 0.35005, Avg : 0.42488 + +2023-05-09 01:48:42,996 - [INFO] - [Epoch 154]: Training Loss: 0.00095108, Valid MRR: 0.43341, + + + +2023-05-09 01:48:43,638 - [INFO] - [E:155| 0]: Train Loss:0.00095456, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:49:46,456 - [INFO] - [E:155| 100]: Train Loss:0.00094998, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:50:49,250 - [INFO] - [E:155| 200]: Train Loss:0.00094747, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:51:52,014 - [INFO] - [E:155| 300]: Train Loss:0.00094758, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:52:54,730 - [INFO] - [E:155| 400]: Train Loss:0.00094843, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:53:57,430 - [INFO] - [E:155| 500]: Train Loss:0.00094919, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:55:00,106 - [INFO] - [E:155| 600]: Train Loss:0.00094903, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:56:02,801 - [INFO] - [E:155| 700]: Train Loss:0.00094967, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:57:05,494 - [INFO] - [E:155| 800]: Train Loss:0.00094969, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:58:08,343 - [INFO] - [E:155| 900]: Train Loss:0.0009496, Val MRR:0.43341, wikidata12k_1n +2023-05-09 01:59:11,394 - [INFO] - [E:155| 1000]: Train Loss:0.00094955, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:00:14,462 - [INFO] - [E:155| 1100]: Train Loss:0.00094974, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:01:17,598 - [INFO] - [E:155| 1200]: Train Loss:0.00094962, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:02:20,330 - [INFO] - [E:155| 1300]: Train Loss:0.00094976, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:03:23,115 - [INFO] - [E:155| 1400]: Train Loss:0.00095005, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:04:25,915 - [INFO] - [E:155| 1500]: Train Loss:0.00095032, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:05:28,717 - [INFO] - [E:155| 1600]: Train Loss:0.00095045, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:06:09,775 - [INFO] - [Epoch:155]: Training Loss:0.0009505 + +2023-05-09 02:06:09,991 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 02:06:31,265 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 02:06:43,567 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 02:07:04,976 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 02:07:17,168 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.49237, Head : 0.29514, Avg : 0.39376 + +2023-05-09 02:07:17,168 - [INFO] - [Epoch 155]: Training Loss: 0.00095048, Valid MRR: 0.43341, + + + +2023-05-09 02:07:17,810 - [INFO] - [E:156| 0]: Train Loss:0.00092581, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:08:20,582 - [INFO] - [E:156| 100]: Train Loss:0.00095177, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:09:23,455 - [INFO] - [E:156| 200]: Train Loss:0.00095212, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:10:26,928 - [INFO] - [E:156| 300]: Train Loss:0.00095265, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:11:30,108 - [INFO] - [E:156| 400]: Train Loss:0.0009511, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:12:33,679 - [INFO] - [E:156| 500]: Train Loss:0.00095089, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:13:37,600 - [INFO] - [E:156| 600]: Train Loss:0.00095135, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:14:41,480 - [INFO] - [E:156| 700]: Train Loss:0.0009511, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:15:45,521 - [INFO] - [E:156| 800]: Train Loss:0.00095088, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:16:49,495 - [INFO] - [E:156| 900]: Train Loss:0.00095119, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:17:53,619 - [INFO] - [E:156| 1000]: Train Loss:0.0009509, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:18:56,727 - [INFO] - [E:156| 1100]: Train Loss:0.00095089, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:19:59,502 - [INFO] - [E:156| 1200]: Train Loss:0.00095065, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:21:02,219 - [INFO] - [E:156| 1300]: Train Loss:0.0009506, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:22:05,008 - [INFO] - [E:156| 1400]: Train Loss:0.00095048, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:23:07,761 - [INFO] - [E:156| 1500]: Train Loss:0.00095035, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:24:11,045 - [INFO] - [E:156| 1600]: Train Loss:0.00095046, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:24:52,915 - [INFO] - [Epoch:156]: Training Loss:0.0009505 + +2023-05-09 02:24:53,135 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 02:25:14,602 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 02:25:27,010 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 02:25:48,711 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 02:26:01,050 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.49883, Head : 0.29525, Avg : 0.39704 + +2023-05-09 02:26:01,051 - [INFO] - [Epoch 156]: Training Loss: 0.00095045, Valid MRR: 0.43341, + + + +2023-05-09 02:26:01,713 - [INFO] - [E:157| 0]: Train Loss:0.00095831, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:27:05,649 - [INFO] - [E:157| 100]: Train Loss:0.00094882, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:28:09,623 - [INFO] - [E:157| 200]: Train Loss:0.0009498, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:29:13,589 - [INFO] - [E:157| 300]: Train Loss:0.00094999, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:30:17,239 - [INFO] - [E:157| 400]: Train Loss:0.00094948, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:31:20,038 - [INFO] - [E:157| 500]: Train Loss:0.0009489, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:32:22,816 - [INFO] - [E:157| 600]: Train Loss:0.00094818, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:33:25,673 - [INFO] - [E:157| 700]: Train Loss:0.00094874, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:34:28,428 - [INFO] - [E:157| 800]: Train Loss:0.00094914, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:35:31,281 - [INFO] - [E:157| 900]: Train Loss:0.00094926, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:36:34,144 - [INFO] - [E:157| 1000]: Train Loss:0.00094945, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:37:36,855 - [INFO] - [E:157| 1100]: Train Loss:0.00094975, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:38:39,528 - [INFO] - [E:157| 1200]: Train Loss:0.00095, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:39:42,226 - [INFO] - [E:157| 1300]: Train Loss:0.00095014, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:40:44,899 - [INFO] - [E:157| 1400]: Train Loss:0.00095005, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:41:47,691 - [INFO] - [E:157| 1500]: Train Loss:0.00095008, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:42:50,489 - [INFO] - [E:157| 1600]: Train Loss:0.00095018, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:43:32,193 - [INFO] - [Epoch:157]: Training Loss:0.0009502 + +2023-05-09 02:43:32,413 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 02:43:53,980 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 02:44:06,503 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 02:44:28,374 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 02:44:40,867 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.5012, Head : 0.33738, Avg : 0.41929 + +2023-05-09 02:44:40,867 - [INFO] - [Epoch 157]: Training Loss: 0.00095015, Valid MRR: 0.43341, + + + +2023-05-09 02:44:41,541 - [INFO] - [E:158| 0]: Train Loss:0.00092296, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:45:45,666 - [INFO] - [E:158| 100]: Train Loss:0.00095007, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:46:50,003 - [INFO] - [E:158| 200]: Train Loss:0.00094921, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:47:54,298 - [INFO] - [E:158| 300]: Train Loss:0.00094889, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:48:58,546 - [INFO] - [E:158| 400]: Train Loss:0.00094952, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:50:02,680 - [INFO] - [E:158| 500]: Train Loss:0.00094976, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:51:06,723 - [INFO] - [E:158| 600]: Train Loss:0.00094994, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:52:10,841 - [INFO] - [E:158| 700]: Train Loss:0.00094956, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:53:15,095 - [INFO] - [E:158| 800]: Train Loss:0.00094997, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:54:19,236 - [INFO] - [E:158| 900]: Train Loss:0.00094968, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:55:23,335 - [INFO] - [E:158| 1000]: Train Loss:0.00094958, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:56:27,415 - [INFO] - [E:158| 1100]: Train Loss:0.00094965, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:57:31,503 - [INFO] - [E:158| 1200]: Train Loss:0.00094966, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:58:35,487 - [INFO] - [E:158| 1300]: Train Loss:0.00094963, Val MRR:0.43341, wikidata12k_1n +2023-05-09 02:59:39,483 - [INFO] - [E:158| 1400]: Train Loss:0.0009496, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:00:43,285 - [INFO] - [E:158| 1500]: Train Loss:0.00094946, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:01:47,344 - [INFO] - [E:158| 1600]: Train Loss:0.00094971, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:02:29,153 - [INFO] - [Epoch:158]: Training Loss:0.0009498 + +2023-05-09 03:02:29,374 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 03:02:50,890 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 03:03:03,309 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 03:03:25,033 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 03:03:37,387 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.49115, Head : 0.36714, Avg : 0.42914 + +2023-05-09 03:03:37,387 - [INFO] - [Epoch 158]: Training Loss: 0.00094977, Valid MRR: 0.43341, + + + +2023-05-09 03:03:38,049 - [INFO] - [E:159| 0]: Train Loss:0.00092655, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:04:42,190 - [INFO] - [E:159| 100]: Train Loss:0.00094738, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:05:46,172 - [INFO] - [E:159| 200]: Train Loss:0.00094826, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:06:50,245 - [INFO] - [E:159| 300]: Train Loss:0.0009489, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:07:54,316 - [INFO] - [E:159| 400]: Train Loss:0.00094892, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:08:58,461 - [INFO] - [E:159| 500]: Train Loss:0.00094909, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:10:02,549 - [INFO] - [E:159| 600]: Train Loss:0.00094916, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:11:06,606 - [INFO] - [E:159| 700]: Train Loss:0.00094905, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:12:10,564 - [INFO] - [E:159| 800]: Train Loss:0.0009494, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:13:14,640 - [INFO] - [E:159| 900]: Train Loss:0.00094959, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:14:18,739 - [INFO] - [E:159| 1000]: Train Loss:0.00094963, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:15:22,777 - [INFO] - [E:159| 1100]: Train Loss:0.00094983, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:16:26,689 - [INFO] - [E:159| 1200]: Train Loss:0.00094935, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:17:30,746 - [INFO] - [E:159| 1300]: Train Loss:0.00094959, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:18:34,760 - [INFO] - [E:159| 1400]: Train Loss:0.00094939, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:19:38,691 - [INFO] - [E:159| 1500]: Train Loss:0.0009494, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:20:42,885 - [INFO] - [E:159| 1600]: Train Loss:0.00094923, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:21:24,796 - [INFO] - [Epoch:159]: Training Loss:0.0009494 + +2023-05-09 03:21:25,015 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 03:21:46,501 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 03:21:58,952 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 03:22:20,768 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 03:22:33,118 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.49102, Head : 0.36027, Avg : 0.42564 + MR: Tail : 723.26, Head : 795.85, Avg : 759.56 + Hit-1: Tail : 0.40291, Head : 0.25851, Avg : 0.33071 + Hit-3: Tail : 0.53687, Head : 0.41271, Avg : 0.47479 + Hit-10: Tail : 0.66018, Head : 0.55988, Avg : 0.61003 +2023-05-09 03:22:33,119 - [INFO] - [Epoch 159]: Training Loss: 0.00094939, Valid MRR: 0.43341, + + + +2023-05-09 03:22:33,790 - [INFO] - [E:160| 0]: Train Loss:0.00092247, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:23:38,003 - [INFO] - [E:160| 100]: Train Loss:0.00094687, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:24:42,063 - [INFO] - [E:160| 200]: Train Loss:0.00094823, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:25:46,083 - [INFO] - [E:160| 300]: Train Loss:0.00094939, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:26:50,211 - [INFO] - [E:160| 400]: Train Loss:0.00094942, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:27:54,333 - [INFO] - [E:160| 500]: Train Loss:0.00094881, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:28:57,286 - [INFO] - [E:160| 600]: Train Loss:0.00094841, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:30:00,086 - [INFO] - [E:160| 700]: Train Loss:0.00094805, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:31:02,913 - [INFO] - [E:160| 800]: Train Loss:0.00094866, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:32:05,712 - [INFO] - [E:160| 900]: Train Loss:0.00094884, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:33:08,475 - [INFO] - [E:160| 1000]: Train Loss:0.00094856, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:34:11,262 - [INFO] - [E:160| 1100]: Train Loss:0.00094874, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:35:14,077 - [INFO] - [E:160| 1200]: Train Loss:0.00094902, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:36:16,753 - [INFO] - [E:160| 1300]: Train Loss:0.00094908, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:37:19,517 - [INFO] - [E:160| 1400]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:38:22,258 - [INFO] - [E:160| 1500]: Train Loss:0.00094929, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:39:24,973 - [INFO] - [E:160| 1600]: Train Loss:0.00094937, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:40:05,937 - [INFO] - [Epoch:160]: Training Loss:0.0009493 + +2023-05-09 03:40:06,153 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 03:40:27,387 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 03:40:39,682 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 03:41:01,069 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 03:41:13,246 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.49655, Head : 0.35537, Avg : 0.42596 + +2023-05-09 03:41:13,246 - [INFO] - [Epoch 160]: Training Loss: 0.00094928, Valid MRR: 0.43341, + + + +2023-05-09 03:41:13,888 - [INFO] - [E:161| 0]: Train Loss:0.00093556, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:42:16,632 - [INFO] - [E:161| 100]: Train Loss:0.00094985, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:43:19,435 - [INFO] - [E:161| 200]: Train Loss:0.0009497, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:44:22,143 - [INFO] - [E:161| 300]: Train Loss:0.00094807, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:45:24,862 - [INFO] - [E:161| 400]: Train Loss:0.00094957, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:46:27,571 - [INFO] - [E:161| 500]: Train Loss:0.00094965, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:47:30,361 - [INFO] - [E:161| 600]: Train Loss:0.00094905, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:48:33,086 - [INFO] - [E:161| 700]: Train Loss:0.0009495, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:49:35,892 - [INFO] - [E:161| 800]: Train Loss:0.00094933, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:50:38,713 - [INFO] - [E:161| 900]: Train Loss:0.00094952, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:51:41,526 - [INFO] - [E:161| 1000]: Train Loss:0.00094933, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:52:44,370 - [INFO] - [E:161| 1100]: Train Loss:0.00094953, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:53:47,183 - [INFO] - [E:161| 1200]: Train Loss:0.00094937, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:54:49,954 - [INFO] - [E:161| 1300]: Train Loss:0.00094936, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:55:52,711 - [INFO] - [E:161| 1400]: Train Loss:0.00094922, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:56:55,468 - [INFO] - [E:161| 1500]: Train Loss:0.00094899, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:57:58,222 - [INFO] - [E:161| 1600]: Train Loss:0.00094894, Val MRR:0.43341, wikidata12k_1n +2023-05-09 03:58:39,222 - [INFO] - [Epoch:161]: Training Loss:0.0009491 + +2023-05-09 03:58:39,438 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 03:59:00,665 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 03:59:12,967 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 03:59:34,355 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 03:59:46,521 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.49206, Head : 0.3481, Avg : 0.42008 + +2023-05-09 03:59:46,521 - [INFO] - [Epoch 161]: Training Loss: 0.00094912, Valid MRR: 0.43341, + + + +2023-05-09 03:59:47,164 - [INFO] - [E:162| 0]: Train Loss:0.0009576, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:00:49,987 - [INFO] - [E:162| 100]: Train Loss:0.00095174, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:01:52,733 - [INFO] - [E:162| 200]: Train Loss:0.00095217, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:02:55,467 - [INFO] - [E:162| 300]: Train Loss:0.00095108, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:03:58,175 - [INFO] - [E:162| 400]: Train Loss:0.00095063, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:05:00,959 - [INFO] - [E:162| 500]: Train Loss:0.00094999, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:06:03,775 - [INFO] - [E:162| 600]: Train Loss:0.00094892, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:07:06,539 - [INFO] - [E:162| 700]: Train Loss:0.00094868, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:08:09,365 - [INFO] - [E:162| 800]: Train Loss:0.000949, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:09:12,208 - [INFO] - [E:162| 900]: Train Loss:0.00094891, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:10:14,951 - [INFO] - [E:162| 1000]: Train Loss:0.0009487, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:11:17,602 - [INFO] - [E:162| 1100]: Train Loss:0.00094846, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:12:20,259 - [INFO] - [E:162| 1200]: Train Loss:0.00094857, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:13:23,016 - [INFO] - [E:162| 1300]: Train Loss:0.00094854, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:14:25,825 - [INFO] - [E:162| 1400]: Train Loss:0.00094875, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:15:28,554 - [INFO] - [E:162| 1500]: Train Loss:0.00094868, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:16:31,262 - [INFO] - [E:162| 1600]: Train Loss:0.00094859, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:17:12,267 - [INFO] - [Epoch:162]: Training Loss:0.0009485 + +2023-05-09 04:17:12,482 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 04:17:33,702 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 04:17:45,990 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 04:18:07,482 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 04:18:19,658 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.4971, Head : 0.35449, Avg : 0.42579 + +2023-05-09 04:18:19,658 - [INFO] - [Epoch 162]: Training Loss: 0.00094853, Valid MRR: 0.43341, + + + +2023-05-09 04:18:20,299 - [INFO] - [E:163| 0]: Train Loss:0.00097098, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:19:23,039 - [INFO] - [E:163| 100]: Train Loss:0.00094887, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:20:25,744 - [INFO] - [E:163| 200]: Train Loss:0.00094873, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:21:28,391 - [INFO] - [E:163| 300]: Train Loss:0.00094924, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:22:31,093 - [INFO] - [E:163| 400]: Train Loss:0.00094815, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:23:33,792 - [INFO] - [E:163| 500]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:24:36,496 - [INFO] - [E:163| 600]: Train Loss:0.00094867, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:25:39,180 - [INFO] - [E:163| 700]: Train Loss:0.00094863, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:26:41,962 - [INFO] - [E:163| 800]: Train Loss:0.00094862, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:27:44,720 - [INFO] - [E:163| 900]: Train Loss:0.00094836, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:28:47,525 - [INFO] - [E:163| 1000]: Train Loss:0.00094831, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:29:50,274 - [INFO] - [E:163| 1100]: Train Loss:0.00094838, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:30:52,987 - [INFO] - [E:163| 1200]: Train Loss:0.00094817, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:31:55,712 - [INFO] - [E:163| 1300]: Train Loss:0.00094822, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:32:58,440 - [INFO] - [E:163| 1400]: Train Loss:0.00094812, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:34:01,180 - [INFO] - [E:163| 1500]: Train Loss:0.00094806, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:35:03,918 - [INFO] - [E:163| 1600]: Train Loss:0.00094812, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:35:44,961 - [INFO] - [Epoch:163]: Training Loss:0.0009481 + +2023-05-09 04:35:45,176 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 04:36:06,401 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 04:36:18,670 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 04:36:40,046 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 04:36:52,202 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.50191, Head : 0.32037, Avg : 0.41114 + +2023-05-09 04:36:52,202 - [INFO] - [Epoch 163]: Training Loss: 0.00094815, Valid MRR: 0.43341, + + + +2023-05-09 04:36:52,842 - [INFO] - [E:164| 0]: Train Loss:0.0009864, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:37:55,581 - [INFO] - [E:164| 100]: Train Loss:0.0009502, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:38:58,347 - [INFO] - [E:164| 200]: Train Loss:0.00095146, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:40:01,045 - [INFO] - [E:164| 300]: Train Loss:0.00094981, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:41:03,772 - [INFO] - [E:164| 400]: Train Loss:0.00095099, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:42:06,517 - [INFO] - [E:164| 500]: Train Loss:0.00095053, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:43:09,234 - [INFO] - [E:164| 600]: Train Loss:0.00095018, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:44:11,986 - [INFO] - [E:164| 700]: Train Loss:0.00094983, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:45:14,623 - [INFO] - [E:164| 800]: Train Loss:0.00094972, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:46:17,254 - [INFO] - [E:164| 900]: Train Loss:0.00094936, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:47:19,880 - [INFO] - [E:164| 1000]: Train Loss:0.00094951, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:48:22,586 - [INFO] - [E:164| 1100]: Train Loss:0.00095013, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:49:25,347 - [INFO] - [E:164| 1200]: Train Loss:0.00095005, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:50:28,091 - [INFO] - [E:164| 1300]: Train Loss:0.00095018, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:51:30,852 - [INFO] - [E:164| 1400]: Train Loss:0.00094998, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:52:33,646 - [INFO] - [E:164| 1500]: Train Loss:0.00094992, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:53:36,515 - [INFO] - [E:164| 1600]: Train Loss:0.00094953, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:54:17,503 - [INFO] - [Epoch:164]: Training Loss:0.0009493 + +2023-05-09 04:54:17,718 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 04:54:38,914 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 04:54:51,189 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 04:55:12,568 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 04:55:24,723 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.49643, Head : 0.35739, Avg : 0.42691 + +2023-05-09 04:55:24,723 - [INFO] - [Epoch 164]: Training Loss: 0.00094926, Valid MRR: 0.43341, + + + +2023-05-09 04:55:25,367 - [INFO] - [E:165| 0]: Train Loss:0.00093808, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:56:28,102 - [INFO] - [E:165| 100]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:57:30,803 - [INFO] - [E:165| 200]: Train Loss:0.00094706, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:58:33,514 - [INFO] - [E:165| 300]: Train Loss:0.0009465, Val MRR:0.43341, wikidata12k_1n +2023-05-09 04:59:36,232 - [INFO] - [E:165| 400]: Train Loss:0.00094732, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:00:38,972 - [INFO] - [E:165| 500]: Train Loss:0.0009481, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:01:41,832 - [INFO] - [E:165| 600]: Train Loss:0.00094849, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:02:44,580 - [INFO] - [E:165| 700]: Train Loss:0.00094887, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:03:47,301 - [INFO] - [E:165| 800]: Train Loss:0.00094858, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:04:49,972 - [INFO] - [E:165| 900]: Train Loss:0.00094844, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:05:52,603 - [INFO] - [E:165| 1000]: Train Loss:0.00094845, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:06:55,233 - [INFO] - [E:165| 1100]: Train Loss:0.00094805, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:07:57,900 - [INFO] - [E:165| 1200]: Train Loss:0.00094819, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:09:00,550 - [INFO] - [E:165| 1300]: Train Loss:0.00094818, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:10:03,282 - [INFO] - [E:165| 1400]: Train Loss:0.00094785, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:11:06,038 - [INFO] - [E:165| 1500]: Train Loss:0.00094772, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:12:08,724 - [INFO] - [E:165| 1600]: Train Loss:0.00094762, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:12:49,664 - [INFO] - [Epoch:165]: Training Loss:0.0009478 + +2023-05-09 05:12:49,880 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 05:13:11,087 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 05:13:23,356 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 05:13:44,715 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 05:13:56,866 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.49482, Head : 0.35862, Avg : 0.42672 + +2023-05-09 05:13:56,866 - [INFO] - [Epoch 165]: Training Loss: 0.0009478, Valid MRR: 0.43341, + + + +2023-05-09 05:13:57,508 - [INFO] - [E:166| 0]: Train Loss:0.00092836, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:15:00,186 - [INFO] - [E:166| 100]: Train Loss:0.00094619, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:16:02,965 - [INFO] - [E:166| 200]: Train Loss:0.00094761, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:17:05,760 - [INFO] - [E:166| 300]: Train Loss:0.00094811, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:18:08,564 - [INFO] - [E:166| 400]: Train Loss:0.00094672, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:19:11,372 - [INFO] - [E:166| 500]: Train Loss:0.00094647, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:20:14,102 - [INFO] - [E:166| 600]: Train Loss:0.00094734, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:21:16,806 - [INFO] - [E:166| 700]: Train Loss:0.00094709, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:22:19,466 - [INFO] - [E:166| 800]: Train Loss:0.00094685, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:23:22,139 - [INFO] - [E:166| 900]: Train Loss:0.00094722, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:24:24,944 - [INFO] - [E:166| 1000]: Train Loss:0.0009474, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:25:27,717 - [INFO] - [E:166| 1100]: Train Loss:0.00094754, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:26:30,490 - [INFO] - [E:166| 1200]: Train Loss:0.00094768, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:27:33,268 - [INFO] - [E:166| 1300]: Train Loss:0.00094759, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:28:36,063 - [INFO] - [E:166| 1400]: Train Loss:0.00094752, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:29:38,809 - [INFO] - [E:166| 1500]: Train Loss:0.00094765, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:30:41,539 - [INFO] - [E:166| 1600]: Train Loss:0.00094737, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:31:22,550 - [INFO] - [Epoch:166]: Training Loss:0.0009474 + +2023-05-09 05:31:22,764 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 05:31:43,981 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 05:31:56,270 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 05:32:17,666 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 05:32:29,823 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.50048, Head : 0.36125, Avg : 0.43087 + +2023-05-09 05:32:29,823 - [INFO] - [Epoch 166]: Training Loss: 0.00094741, Valid MRR: 0.43341, + + + +2023-05-09 05:32:30,469 - [INFO] - [E:167| 0]: Train Loss:0.00094092, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:33:33,187 - [INFO] - [E:167| 100]: Train Loss:0.00094781, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:34:35,958 - [INFO] - [E:167| 200]: Train Loss:0.00094827, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:35:38,676 - [INFO] - [E:167| 300]: Train Loss:0.00094784, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:36:41,482 - [INFO] - [E:167| 400]: Train Loss:0.00094732, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:37:44,181 - [INFO] - [E:167| 500]: Train Loss:0.0009471, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:38:46,922 - [INFO] - [E:167| 600]: Train Loss:0.00094744, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:39:49,721 - [INFO] - [E:167| 700]: Train Loss:0.00094721, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:40:52,439 - [INFO] - [E:167| 800]: Train Loss:0.00094725, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:41:55,183 - [INFO] - [E:167| 900]: Train Loss:0.00094751, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:42:57,913 - [INFO] - [E:167| 1000]: Train Loss:0.00094736, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:44:00,642 - [INFO] - [E:167| 1100]: Train Loss:0.0009473, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:45:03,532 - [INFO] - [E:167| 1200]: Train Loss:0.00094755, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:46:06,240 - [INFO] - [E:167| 1300]: Train Loss:0.00094736, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:47:08,945 - [INFO] - [E:167| 1400]: Train Loss:0.00094737, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:48:11,656 - [INFO] - [E:167| 1500]: Train Loss:0.00094739, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:49:14,369 - [INFO] - [E:167| 1600]: Train Loss:0.00094717, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:49:55,334 - [INFO] - [Epoch:167]: Training Loss:0.0009473 + +2023-05-09 05:49:55,548 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 05:50:16,737 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 05:50:29,005 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 05:50:50,366 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 05:51:02,527 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.5037, Head : 0.34324, Avg : 0.42347 + +2023-05-09 05:51:02,528 - [INFO] - [Epoch 167]: Training Loss: 0.00094728, Valid MRR: 0.43341, + + + +2023-05-09 05:51:03,171 - [INFO] - [E:168| 0]: Train Loss:0.0009606, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:52:05,846 - [INFO] - [E:168| 100]: Train Loss:0.00094723, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:53:08,514 - [INFO] - [E:168| 200]: Train Loss:0.00094554, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:54:11,272 - [INFO] - [E:168| 300]: Train Loss:0.00094543, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:55:13,915 - [INFO] - [E:168| 400]: Train Loss:0.00094549, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:56:16,609 - [INFO] - [E:168| 500]: Train Loss:0.00094601, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:57:19,259 - [INFO] - [E:168| 600]: Train Loss:0.00094561, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:58:21,935 - [INFO] - [E:168| 700]: Train Loss:0.00094573, Val MRR:0.43341, wikidata12k_1n +2023-05-09 05:59:24,605 - [INFO] - [E:168| 800]: Train Loss:0.00094575, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:00:27,284 - [INFO] - [E:168| 900]: Train Loss:0.00094599, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:01:29,956 - [INFO] - [E:168| 1000]: Train Loss:0.00094627, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:02:32,728 - [INFO] - [E:168| 1100]: Train Loss:0.00094635, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:03:35,422 - [INFO] - [E:168| 1200]: Train Loss:0.00094631, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:04:38,086 - [INFO] - [E:168| 1300]: Train Loss:0.00094666, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:05:40,759 - [INFO] - [E:168| 1400]: Train Loss:0.0009468, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:06:43,420 - [INFO] - [E:168| 1500]: Train Loss:0.00094695, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:07:46,076 - [INFO] - [E:168| 1600]: Train Loss:0.00094688, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:08:27,034 - [INFO] - [Epoch:168]: Training Loss:0.000947 + +2023-05-09 06:08:27,247 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 06:08:48,449 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 06:09:00,735 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 06:09:22,099 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 06:09:34,258 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.49277, Head : 0.3283, Avg : 0.41053 + +2023-05-09 06:09:34,258 - [INFO] - [Epoch 168]: Training Loss: 0.00094702, Valid MRR: 0.43341, + + + +2023-05-09 06:09:34,898 - [INFO] - [E:169| 0]: Train Loss:0.00093931, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:10:37,589 - [INFO] - [E:169| 100]: Train Loss:0.0009482, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:11:40,394 - [INFO] - [E:169| 200]: Train Loss:0.00094521, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:12:43,039 - [INFO] - [E:169| 300]: Train Loss:0.00094552, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:13:45,689 - [INFO] - [E:169| 400]: Train Loss:0.00094524, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:14:48,392 - [INFO] - [E:169| 500]: Train Loss:0.00094578, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:15:51,082 - [INFO] - [E:169| 600]: Train Loss:0.00094644, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:16:53,774 - [INFO] - [E:169| 700]: Train Loss:0.00094634, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:17:56,455 - [INFO] - [E:169| 800]: Train Loss:0.00094643, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:18:59,136 - [INFO] - [E:169| 900]: Train Loss:0.00094641, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:20:01,941 - [INFO] - [E:169| 1000]: Train Loss:0.00094699, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:21:04,715 - [INFO] - [E:169| 1100]: Train Loss:0.00094698, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:22:07,483 - [INFO] - [E:169| 1200]: Train Loss:0.00094703, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:23:10,177 - [INFO] - [E:169| 1300]: Train Loss:0.00094695, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:24:12,865 - [INFO] - [E:169| 1400]: Train Loss:0.00094686, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:25:15,551 - [INFO] - [E:169| 1500]: Train Loss:0.00094679, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:26:18,213 - [INFO] - [E:169| 1600]: Train Loss:0.00094678, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:26:59,181 - [INFO] - [Epoch:169]: Training Loss:0.0009468 + +2023-05-09 06:26:59,396 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 06:27:20,606 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 06:27:32,887 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 06:27:54,266 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 06:28:06,456 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.49817, Head : 0.35948, Avg : 0.42883 + MR: Tail : 764.68, Head : 825.21, Avg : 794.94 + Hit-1: Tail : 0.40949, Head : 0.25727, Avg : 0.33338 + Hit-3: Tail : 0.55528, Head : 0.41236, Avg : 0.48382 + Hit-10: Tail : 0.65375, Head : 0.5621, Avg : 0.60793 +2023-05-09 06:28:06,456 - [INFO] - [Epoch 169]: Training Loss: 0.00094679, Valid MRR: 0.43341, + + + +2023-05-09 06:28:07,096 - [INFO] - [E:170| 0]: Train Loss:0.00092715, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:29:09,850 - [INFO] - [E:170| 100]: Train Loss:0.00094637, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:30:12,495 - [INFO] - [E:170| 200]: Train Loss:0.00094583, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:31:15,153 - [INFO] - [E:170| 300]: Train Loss:0.00094547, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:32:17,778 - [INFO] - [E:170| 400]: Train Loss:0.0009451, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:33:20,459 - [INFO] - [E:170| 500]: Train Loss:0.0009446, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:34:23,128 - [INFO] - [E:170| 600]: Train Loss:0.00094473, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:35:25,791 - [INFO] - [E:170| 700]: Train Loss:0.00094498, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:36:28,410 - [INFO] - [E:170| 800]: Train Loss:0.00094606, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:37:31,111 - [INFO] - [E:170| 900]: Train Loss:0.00094621, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:38:33,777 - [INFO] - [E:170| 1000]: Train Loss:0.00094607, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:39:36,637 - [INFO] - [E:170| 1100]: Train Loss:0.00094572, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:40:39,371 - [INFO] - [E:170| 1200]: Train Loss:0.00094599, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:41:42,103 - [INFO] - [E:170| 1300]: Train Loss:0.00094607, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:42:44,775 - [INFO] - [E:170| 1400]: Train Loss:0.00094652, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:43:47,455 - [INFO] - [E:170| 1500]: Train Loss:0.00094659, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:44:50,120 - [INFO] - [E:170| 1600]: Train Loss:0.00094662, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:45:31,118 - [INFO] - [Epoch:170]: Training Loss:0.0009469 + +2023-05-09 06:45:31,334 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 06:45:52,594 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 06:46:04,860 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 06:46:26,200 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 06:46:38,339 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.50278, Head : 0.36266, Avg : 0.43272 + +2023-05-09 06:46:38,339 - [INFO] - [Epoch 170]: Training Loss: 0.00094691, Valid MRR: 0.43341, + + + +2023-05-09 06:46:38,981 - [INFO] - [E:171| 0]: Train Loss:0.0009193, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:47:41,640 - [INFO] - [E:171| 100]: Train Loss:0.00094415, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:48:44,313 - [INFO] - [E:171| 200]: Train Loss:0.00094463, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:49:46,945 - [INFO] - [E:171| 300]: Train Loss:0.00094521, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:50:49,592 - [INFO] - [E:171| 400]: Train Loss:0.00094519, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:51:52,261 - [INFO] - [E:171| 500]: Train Loss:0.00094537, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:52:54,944 - [INFO] - [E:171| 600]: Train Loss:0.00094502, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:53:57,658 - [INFO] - [E:171| 700]: Train Loss:0.00094518, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:55:00,464 - [INFO] - [E:171| 800]: Train Loss:0.00094542, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:56:03,183 - [INFO] - [E:171| 900]: Train Loss:0.00094562, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:57:05,911 - [INFO] - [E:171| 1000]: Train Loss:0.00094579, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:58:08,600 - [INFO] - [E:171| 1100]: Train Loss:0.00094627, Val MRR:0.43341, wikidata12k_1n +2023-05-09 06:59:11,351 - [INFO] - [E:171| 1200]: Train Loss:0.00094645, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:00:14,041 - [INFO] - [E:171| 1300]: Train Loss:0.00094654, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:01:16,739 - [INFO] - [E:171| 1400]: Train Loss:0.00094636, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:02:19,477 - [INFO] - [E:171| 1500]: Train Loss:0.00094651, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:03:22,293 - [INFO] - [E:171| 1600]: Train Loss:0.00094638, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:04:03,279 - [INFO] - [Epoch:171]: Training Loss:0.0009465 + +2023-05-09 07:04:03,494 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 07:04:24,675 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 07:04:36,946 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 07:04:58,313 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 07:05:10,451 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.49928, Head : 0.33625, Avg : 0.41776 + +2023-05-09 07:05:10,451 - [INFO] - [Epoch 171]: Training Loss: 0.00094647, Valid MRR: 0.43341, + + + +2023-05-09 07:05:11,093 - [INFO] - [E:172| 0]: Train Loss:0.00094649, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:06:13,818 - [INFO] - [E:172| 100]: Train Loss:0.00094782, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:07:16,513 - [INFO] - [E:172| 200]: Train Loss:0.00094653, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:08:19,249 - [INFO] - [E:172| 300]: Train Loss:0.00094608, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:09:21,991 - [INFO] - [E:172| 400]: Train Loss:0.0009458, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:10:24,696 - [INFO] - [E:172| 500]: Train Loss:0.00094623, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:11:27,367 - [INFO] - [E:172| 600]: Train Loss:0.00094607, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:12:30,156 - [INFO] - [E:172| 700]: Train Loss:0.0009465, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:13:32,932 - [INFO] - [E:172| 800]: Train Loss:0.00094651, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:14:35,652 - [INFO] - [E:172| 900]: Train Loss:0.00094648, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:15:38,372 - [INFO] - [E:172| 1000]: Train Loss:0.00094678, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:16:41,153 - [INFO] - [E:172| 1100]: Train Loss:0.00094692, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:17:43,877 - [INFO] - [E:172| 1200]: Train Loss:0.0009468, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:18:46,534 - [INFO] - [E:172| 1300]: Train Loss:0.00094673, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:19:49,166 - [INFO] - [E:172| 1400]: Train Loss:0.00094667, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:20:51,913 - [INFO] - [E:172| 1500]: Train Loss:0.00094649, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:21:54,564 - [INFO] - [E:172| 1600]: Train Loss:0.00094624, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:22:35,512 - [INFO] - [Epoch:172]: Training Loss:0.0009462 + +2023-05-09 07:22:35,726 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 07:22:56,901 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 07:23:09,155 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 07:23:30,493 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 07:23:42,641 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.50381, Head : 0.34003, Avg : 0.42192 + +2023-05-09 07:23:42,641 - [INFO] - [Epoch 172]: Training Loss: 0.00094622, Valid MRR: 0.43341, + + + +2023-05-09 07:23:43,280 - [INFO] - [E:173| 0]: Train Loss:0.00093044, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:24:45,962 - [INFO] - [E:173| 100]: Train Loss:0.00094443, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:25:48,642 - [INFO] - [E:173| 200]: Train Loss:0.00094611, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:26:51,306 - [INFO] - [E:173| 300]: Train Loss:0.00094553, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:27:53,977 - [INFO] - [E:173| 400]: Train Loss:0.00094481, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:28:56,719 - [INFO] - [E:173| 500]: Train Loss:0.00094506, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:29:59,435 - [INFO] - [E:173| 600]: Train Loss:0.00094511, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:31:02,087 - [INFO] - [E:173| 700]: Train Loss:0.00094534, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:32:04,746 - [INFO] - [E:173| 800]: Train Loss:0.00094572, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:33:07,375 - [INFO] - [E:173| 900]: Train Loss:0.00094625, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:34:09,978 - [INFO] - [E:173| 1000]: Train Loss:0.00094589, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:35:12,653 - [INFO] - [E:173| 1100]: Train Loss:0.00094578, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:36:15,396 - [INFO] - [E:173| 1200]: Train Loss:0.00094584, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:37:18,064 - [INFO] - [E:173| 1300]: Train Loss:0.00094573, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:38:20,830 - [INFO] - [E:173| 1400]: Train Loss:0.00094573, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:39:23,502 - [INFO] - [E:173| 1500]: Train Loss:0.00094581, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:40:26,172 - [INFO] - [E:173| 1600]: Train Loss:0.00094597, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:41:07,112 - [INFO] - [Epoch:173]: Training Loss:0.0009461 + +2023-05-09 07:41:07,328 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 07:41:28,510 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 07:41:40,768 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 07:42:02,131 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 07:42:14,275 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.49738, Head : 0.34201, Avg : 0.4197 + +2023-05-09 07:42:14,275 - [INFO] - [Epoch 173]: Training Loss: 0.00094614, Valid MRR: 0.43341, + + + +2023-05-09 07:42:14,916 - [INFO] - [E:174| 0]: Train Loss:0.00096208, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:43:17,568 - [INFO] - [E:174| 100]: Train Loss:0.00094539, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:44:20,259 - [INFO] - [E:174| 200]: Train Loss:0.00094509, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:45:22,932 - [INFO] - [E:174| 300]: Train Loss:0.00094506, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:46:25,675 - [INFO] - [E:174| 400]: Train Loss:0.00094532, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:47:28,420 - [INFO] - [E:174| 500]: Train Loss:0.00094473, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:48:31,129 - [INFO] - [E:174| 600]: Train Loss:0.00094513, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:49:33,782 - [INFO] - [E:174| 700]: Train Loss:0.00094505, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:50:36,427 - [INFO] - [E:174| 800]: Train Loss:0.0009452, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:51:39,061 - [INFO] - [E:174| 900]: Train Loss:0.00094569, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:52:41,730 - [INFO] - [E:174| 1000]: Train Loss:0.00094575, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:53:44,386 - [INFO] - [E:174| 1100]: Train Loss:0.00094556, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:54:47,004 - [INFO] - [E:174| 1200]: Train Loss:0.00094567, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:55:49,812 - [INFO] - [E:174| 1300]: Train Loss:0.00094566, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:56:52,487 - [INFO] - [E:174| 1400]: Train Loss:0.00094586, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:57:55,122 - [INFO] - [E:174| 1500]: Train Loss:0.00094568, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:58:57,770 - [INFO] - [E:174| 1600]: Train Loss:0.00094576, Val MRR:0.43341, wikidata12k_1n +2023-05-09 07:59:38,698 - [INFO] - [Epoch:174]: Training Loss:0.0009457 + +2023-05-09 07:59:38,913 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 08:00:00,095 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 08:00:12,367 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 08:00:33,728 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 08:00:45,896 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.49976, Head : 0.35334, Avg : 0.42655 + +2023-05-09 08:00:45,896 - [INFO] - [Epoch 174]: Training Loss: 0.0009457, Valid MRR: 0.43341, + + + +2023-05-09 08:00:46,542 - [INFO] - [E:175| 0]: Train Loss:0.000914, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:01:49,263 - [INFO] - [E:175| 100]: Train Loss:0.00094567, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:02:51,937 - [INFO] - [E:175| 200]: Train Loss:0.0009477, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:03:54,617 - [INFO] - [E:175| 300]: Train Loss:0.000946, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:04:57,393 - [INFO] - [E:175| 400]: Train Loss:0.00094532, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:06:00,164 - [INFO] - [E:175| 500]: Train Loss:0.00094449, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:07:02,945 - [INFO] - [E:175| 600]: Train Loss:0.00094498, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:08:05,710 - [INFO] - [E:175| 700]: Train Loss:0.00094529, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:09:08,654 - [INFO] - [E:175| 800]: Train Loss:0.00094549, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:10:11,506 - [INFO] - [E:175| 900]: Train Loss:0.00094558, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:11:14,381 - [INFO] - [E:175| 1000]: Train Loss:0.00094561, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:12:17,043 - [INFO] - [E:175| 1100]: Train Loss:0.00094566, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:13:19,879 - [INFO] - [E:175| 1200]: Train Loss:0.00094548, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:14:22,614 - [INFO] - [E:175| 1300]: Train Loss:0.00094543, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:15:25,355 - [INFO] - [E:175| 1400]: Train Loss:0.00094547, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:16:28,093 - [INFO] - [E:175| 1500]: Train Loss:0.00094509, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:17:30,818 - [INFO] - [E:175| 1600]: Train Loss:0.00094511, Val MRR:0.43341, wikidata12k_1n +2023-05-09 08:18:11,871 - [INFO] - [Epoch:175]: Training Loss:0.0009454 + +2023-05-09 08:18:12,090 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 08:18:33,283 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 08:18:45,566 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 08:19:06,923 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 08:19:19,072 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.49948, Head : 0.3756, Avg : 0.43754 + +2023-05-09 08:19:20,033 - [INFO] - [Epoch 175]: Training Loss: 0.00094539, Valid MRR: 0.43754, + + + +2023-05-09 08:19:20,676 - [INFO] - [E:176| 0]: Train Loss:0.00092347, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:20:23,436 - [INFO] - [E:176| 100]: Train Loss:0.00094176, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:21:26,234 - [INFO] - [E:176| 200]: Train Loss:0.00094401, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:22:28,968 - [INFO] - [E:176| 300]: Train Loss:0.00094333, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:23:31,691 - [INFO] - [E:176| 400]: Train Loss:0.00094296, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:24:34,429 - [INFO] - [E:176| 500]: Train Loss:0.00094312, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:25:37,151 - [INFO] - [E:176| 600]: Train Loss:0.00094402, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:26:39,847 - [INFO] - [E:176| 700]: Train Loss:0.00094415, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:27:42,526 - [INFO] - [E:176| 800]: Train Loss:0.00094423, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:28:45,180 - [INFO] - [E:176| 900]: Train Loss:0.000944, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:29:47,884 - [INFO] - [E:176| 1000]: Train Loss:0.00094421, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:30:50,657 - [INFO] - [E:176| 1100]: Train Loss:0.00094435, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:31:53,378 - [INFO] - [E:176| 1200]: Train Loss:0.00094462, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:32:56,085 - [INFO] - [E:176| 1300]: Train Loss:0.00094488, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:33:58,790 - [INFO] - [E:176| 1400]: Train Loss:0.00094526, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:35:01,554 - [INFO] - [E:176| 1500]: Train Loss:0.00094516, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:36:04,261 - [INFO] - [E:176| 1600]: Train Loss:0.00094504, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:36:45,261 - [INFO] - [Epoch:176]: Training Loss:0.0009452 + +2023-05-09 08:36:45,476 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 08:37:06,659 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 08:37:18,926 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 08:37:40,307 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 08:37:52,453 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.49902, Head : 0.27045, Avg : 0.38473 + +2023-05-09 08:37:52,453 - [INFO] - [Epoch 176]: Training Loss: 0.00094523, Valid MRR: 0.43754, + + + +2023-05-09 08:37:53,094 - [INFO] - [E:177| 0]: Train Loss:0.00092358, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:38:55,920 - [INFO] - [E:177| 100]: Train Loss:0.00094676, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:39:58,635 - [INFO] - [E:177| 200]: Train Loss:0.00094571, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:41:01,339 - [INFO] - [E:177| 300]: Train Loss:0.00094601, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:42:04,032 - [INFO] - [E:177| 400]: Train Loss:0.00094531, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:43:06,700 - [INFO] - [E:177| 500]: Train Loss:0.00094534, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:44:09,401 - [INFO] - [E:177| 600]: Train Loss:0.00094556, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:45:12,122 - [INFO] - [E:177| 700]: Train Loss:0.00094564, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:46:14,966 - [INFO] - [E:177| 800]: Train Loss:0.00094559, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:47:17,666 - [INFO] - [E:177| 900]: Train Loss:0.00094564, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:48:20,454 - [INFO] - [E:177| 1000]: Train Loss:0.00094534, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:49:23,229 - [INFO] - [E:177| 1100]: Train Loss:0.0009452, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:50:25,951 - [INFO] - [E:177| 1200]: Train Loss:0.00094501, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:51:28,707 - [INFO] - [E:177| 1300]: Train Loss:0.00094494, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:52:31,450 - [INFO] - [E:177| 1400]: Train Loss:0.00094474, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:53:34,202 - [INFO] - [E:177| 1500]: Train Loss:0.00094505, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:54:36,975 - [INFO] - [E:177| 1600]: Train Loss:0.0009451, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:55:17,982 - [INFO] - [Epoch:177]: Training Loss:0.0009449 + +2023-05-09 08:55:18,196 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 08:55:39,422 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 08:55:51,716 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 08:56:13,135 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 08:56:25,285 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.50254, Head : 0.37072, Avg : 0.43663 + +2023-05-09 08:56:25,285 - [INFO] - [Epoch 177]: Training Loss: 0.00094491, Valid MRR: 0.43754, + + + +2023-05-09 08:56:25,924 - [INFO] - [E:178| 0]: Train Loss:0.00093761, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:57:28,587 - [INFO] - [E:178| 100]: Train Loss:0.00094273, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:58:31,261 - [INFO] - [E:178| 200]: Train Loss:0.00094211, Val MRR:0.43754, wikidata12k_1n +2023-05-09 08:59:33,926 - [INFO] - [E:178| 300]: Train Loss:0.00094314, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:00:36,575 - [INFO] - [E:178| 400]: Train Loss:0.00094315, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:01:39,215 - [INFO] - [E:178| 500]: Train Loss:0.00094368, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:02:41,842 - [INFO] - [E:178| 600]: Train Loss:0.00094395, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:03:44,500 - [INFO] - [E:178| 700]: Train Loss:0.00094436, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:04:47,222 - [INFO] - [E:178| 800]: Train Loss:0.00094454, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:05:49,911 - [INFO] - [E:178| 900]: Train Loss:0.00094453, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:06:52,642 - [INFO] - [E:178| 1000]: Train Loss:0.00094464, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:07:55,360 - [INFO] - [E:178| 1100]: Train Loss:0.00094442, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:08:58,063 - [INFO] - [E:178| 1200]: Train Loss:0.00094445, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:10:00,820 - [INFO] - [E:178| 1300]: Train Loss:0.00094469, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:11:03,534 - [INFO] - [E:178| 1400]: Train Loss:0.000945, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:12:06,285 - [INFO] - [E:178| 1500]: Train Loss:0.00094532, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:13:09,037 - [INFO] - [E:178| 1600]: Train Loss:0.00094494, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:13:50,087 - [INFO] - [Epoch:178]: Training Loss:0.0009449 + +2023-05-09 09:13:50,302 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 09:14:11,488 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 09:14:23,754 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 09:14:45,132 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 09:14:57,278 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.49396, Head : 0.35434, Avg : 0.42415 + +2023-05-09 09:14:57,278 - [INFO] - [Epoch 178]: Training Loss: 0.00094489, Valid MRR: 0.43754, + + + +2023-05-09 09:14:57,919 - [INFO] - [E:179| 0]: Train Loss:0.00093283, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:16:00,617 - [INFO] - [E:179| 100]: Train Loss:0.00094391, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:17:03,343 - [INFO] - [E:179| 200]: Train Loss:0.00094526, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:18:06,018 - [INFO] - [E:179| 300]: Train Loss:0.00094605, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:19:08,636 - [INFO] - [E:179| 400]: Train Loss:0.0009455, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:20:11,250 - [INFO] - [E:179| 500]: Train Loss:0.00094489, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:21:13,875 - [INFO] - [E:179| 600]: Train Loss:0.00094433, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:22:16,612 - [INFO] - [E:179| 700]: Train Loss:0.00094396, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:23:19,293 - [INFO] - [E:179| 800]: Train Loss:0.00094418, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:24:21,953 - [INFO] - [E:179| 900]: Train Loss:0.00094434, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:25:24,610 - [INFO] - [E:179| 1000]: Train Loss:0.00094435, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:26:27,304 - [INFO] - [E:179| 1100]: Train Loss:0.00094413, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:27:29,953 - [INFO] - [E:179| 1200]: Train Loss:0.00094407, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:28:32,613 - [INFO] - [E:179| 1300]: Train Loss:0.00094431, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:29:35,260 - [INFO] - [E:179| 1400]: Train Loss:0.00094436, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:30:37,918 - [INFO] - [E:179| 1500]: Train Loss:0.00094432, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:31:40,660 - [INFO] - [E:179| 1600]: Train Loss:0.00094443, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:32:21,621 - [INFO] - [Epoch:179]: Training Loss:0.0009444 + +2023-05-09 09:32:21,835 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 09:32:43,051 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 09:32:55,323 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 09:33:16,687 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 09:33:28,842 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.49842, Head : 0.35319, Avg : 0.42581 + MR: Tail : 774.78, Head : 825.42, Avg : 800.1 + Hit-1: Tail : 0.41083, Head : 0.25114, Avg : 0.33098 + Hit-3: Tail : 0.54488, Head : 0.40108, Avg : 0.47298 + Hit-10: Tail : 0.66147, Head : 0.55552, Avg : 0.6085 +2023-05-09 09:33:28,842 - [INFO] - [Epoch 179]: Training Loss: 0.00094443, Valid MRR: 0.43754, + + + +2023-05-09 09:33:29,482 - [INFO] - [E:180| 0]: Train Loss:0.001018, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:34:32,167 - [INFO] - [E:180| 100]: Train Loss:0.00094427, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:35:34,803 - [INFO] - [E:180| 200]: Train Loss:0.00094273, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:36:37,436 - [INFO] - [E:180| 300]: Train Loss:0.00094362, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:37:40,095 - [INFO] - [E:180| 400]: Train Loss:0.00094329, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:38:42,746 - [INFO] - [E:180| 500]: Train Loss:0.0009437, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:39:45,495 - [INFO] - [E:180| 600]: Train Loss:0.0009447, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:40:48,211 - [INFO] - [E:180| 700]: Train Loss:0.00094454, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:41:50,947 - [INFO] - [E:180| 800]: Train Loss:0.00094462, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:42:53,666 - [INFO] - [E:180| 900]: Train Loss:0.0009448, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:43:56,331 - [INFO] - [E:180| 1000]: Train Loss:0.00094458, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:44:58,965 - [INFO] - [E:180| 1100]: Train Loss:0.00094442, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:46:01,597 - [INFO] - [E:180| 1200]: Train Loss:0.00094432, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:47:04,227 - [INFO] - [E:180| 1300]: Train Loss:0.0009445, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:48:06,887 - [INFO] - [E:180| 1400]: Train Loss:0.00094489, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:49:09,679 - [INFO] - [E:180| 1500]: Train Loss:0.00094483, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:50:12,396 - [INFO] - [E:180| 1600]: Train Loss:0.00094467, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:50:53,376 - [INFO] - [Epoch:180]: Training Loss:0.0009447 + +2023-05-09 09:50:53,592 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 09:51:14,781 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 09:51:27,057 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 09:51:48,428 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 09:52:00,577 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.50589, Head : 0.35442, Avg : 0.43016 + +2023-05-09 09:52:00,577 - [INFO] - [Epoch 180]: Training Loss: 0.00094472, Valid MRR: 0.43754, + + + +2023-05-09 09:52:01,219 - [INFO] - [E:181| 0]: Train Loss:0.00092816, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:53:03,880 - [INFO] - [E:181| 100]: Train Loss:0.00094238, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:54:06,513 - [INFO] - [E:181| 200]: Train Loss:0.00094342, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:55:09,180 - [INFO] - [E:181| 300]: Train Loss:0.00094352, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:56:11,835 - [INFO] - [E:181| 400]: Train Loss:0.00094308, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:57:14,591 - [INFO] - [E:181| 500]: Train Loss:0.00094369, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:58:17,342 - [INFO] - [E:181| 600]: Train Loss:0.00094396, Val MRR:0.43754, wikidata12k_1n +2023-05-09 09:59:20,040 - [INFO] - [E:181| 700]: Train Loss:0.00094416, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:00:22,721 - [INFO] - [E:181| 800]: Train Loss:0.00094435, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:01:25,426 - [INFO] - [E:181| 900]: Train Loss:0.00094441, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:02:28,067 - [INFO] - [E:181| 1000]: Train Loss:0.00094424, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:03:30,710 - [INFO] - [E:181| 1100]: Train Loss:0.00094404, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:04:33,382 - [INFO] - [E:181| 1200]: Train Loss:0.00094419, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:05:36,137 - [INFO] - [E:181| 1300]: Train Loss:0.00094452, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:06:38,883 - [INFO] - [E:181| 1400]: Train Loss:0.0009443, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:07:41,521 - [INFO] - [E:181| 1500]: Train Loss:0.00094414, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:08:44,176 - [INFO] - [E:181| 1600]: Train Loss:0.00094421, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:09:25,113 - [INFO] - [Epoch:181]: Training Loss:0.0009444 + +2023-05-09 10:09:25,330 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 10:09:46,532 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 10:09:58,798 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 10:10:20,153 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 10:10:32,300 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.49799, Head : 0.33802, Avg : 0.418 + +2023-05-09 10:10:32,300 - [INFO] - [Epoch 181]: Training Loss: 0.00094443, Valid MRR: 0.43754, + + + +2023-05-09 10:10:32,943 - [INFO] - [E:182| 0]: Train Loss:0.00093058, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:11:35,719 - [INFO] - [E:182| 100]: Train Loss:0.0009443, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:12:38,515 - [INFO] - [E:182| 200]: Train Loss:0.00094357, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:13:41,268 - [INFO] - [E:182| 300]: Train Loss:0.00094447, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:14:44,041 - [INFO] - [E:182| 400]: Train Loss:0.00094407, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:15:46,718 - [INFO] - [E:182| 500]: Train Loss:0.00094356, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:16:49,380 - [INFO] - [E:182| 600]: Train Loss:0.00094372, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:17:52,047 - [INFO] - [E:182| 700]: Train Loss:0.00094346, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:18:54,742 - [INFO] - [E:182| 800]: Train Loss:0.00094428, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:19:57,378 - [INFO] - [E:182| 900]: Train Loss:0.00094482, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:21:00,042 - [INFO] - [E:182| 1000]: Train Loss:0.0009447, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:22:02,721 - [INFO] - [E:182| 1100]: Train Loss:0.00094476, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:23:05,402 - [INFO] - [E:182| 1200]: Train Loss:0.00094463, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:24:08,216 - [INFO] - [E:182| 1300]: Train Loss:0.00094443, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:25:10,953 - [INFO] - [E:182| 1400]: Train Loss:0.00094445, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:26:13,733 - [INFO] - [E:182| 1500]: Train Loss:0.00094421, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:27:16,485 - [INFO] - [E:182| 1600]: Train Loss:0.00094427, Val MRR:0.43754, wikidata12k_1n +2023-05-09 10:27:57,465 - [INFO] - [Epoch:182]: Training Loss:0.0009441 + +2023-05-09 10:27:57,679 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 10:28:18,871 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 10:28:31,162 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 10:28:52,520 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 10:29:04,671 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.50595, Head : 0.37221, Avg : 0.43908 + +2023-05-09 10:29:05,652 - [INFO] - [Epoch 182]: Training Loss: 0.00094411, Valid MRR: 0.43908, + + + +2023-05-09 10:29:06,297 - [INFO] - [E:183| 0]: Train Loss:0.00093062, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:30:09,031 - [INFO] - [E:183| 100]: Train Loss:0.00094623, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:31:11,721 - [INFO] - [E:183| 200]: Train Loss:0.00094643, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:32:14,598 - [INFO] - [E:183| 300]: Train Loss:0.00094531, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:33:17,355 - [INFO] - [E:183| 400]: Train Loss:0.00094496, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:34:20,082 - [INFO] - [E:183| 500]: Train Loss:0.00094462, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:35:22,837 - [INFO] - [E:183| 600]: Train Loss:0.0009446, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:36:25,555 - [INFO] - [E:183| 700]: Train Loss:0.00094439, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:37:28,228 - [INFO] - [E:183| 800]: Train Loss:0.00094376, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:38:30,876 - [INFO] - [E:183| 900]: Train Loss:0.00094381, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:39:33,542 - [INFO] - [E:183| 1000]: Train Loss:0.00094385, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:40:36,309 - [INFO] - [E:183| 1100]: Train Loss:0.00094348, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:41:39,030 - [INFO] - [E:183| 1200]: Train Loss:0.00094362, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:42:41,738 - [INFO] - [E:183| 1300]: Train Loss:0.0009436, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:43:44,443 - [INFO] - [E:183| 1400]: Train Loss:0.00094346, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:44:47,148 - [INFO] - [E:183| 1500]: Train Loss:0.00094344, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:45:49,849 - [INFO] - [E:183| 1600]: Train Loss:0.0009436, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:46:30,811 - [INFO] - [Epoch:183]: Training Loss:0.0009436 + +2023-05-09 10:46:31,026 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 10:46:52,201 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 10:47:04,470 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 10:47:25,825 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 10:47:37,972 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.49288, Head : 0.36969, Avg : 0.43129 + +2023-05-09 10:47:37,972 - [INFO] - [Epoch 183]: Training Loss: 0.00094356, Valid MRR: 0.43908, + + + +2023-05-09 10:47:38,613 - [INFO] - [E:184| 0]: Train Loss:0.00093356, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:48:41,331 - [INFO] - [E:184| 100]: Train Loss:0.00094361, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:49:44,163 - [INFO] - [E:184| 200]: Train Loss:0.00094205, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:50:46,926 - [INFO] - [E:184| 300]: Train Loss:0.0009424, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:51:49,687 - [INFO] - [E:184| 400]: Train Loss:0.0009426, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:52:52,492 - [INFO] - [E:184| 500]: Train Loss:0.00094213, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:53:55,211 - [INFO] - [E:184| 600]: Train Loss:0.00094243, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:54:57,862 - [INFO] - [E:184| 700]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:56:00,505 - [INFO] - [E:184| 800]: Train Loss:0.00094253, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:57:03,143 - [INFO] - [E:184| 900]: Train Loss:0.0009427, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:58:05,904 - [INFO] - [E:184| 1000]: Train Loss:0.00094268, Val MRR:0.43908, wikidata12k_1n +2023-05-09 10:59:08,633 - [INFO] - [E:184| 1100]: Train Loss:0.00094273, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:00:11,319 - [INFO] - [E:184| 1200]: Train Loss:0.00094274, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:01:13,996 - [INFO] - [E:184| 1300]: Train Loss:0.00094292, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:02:16,679 - [INFO] - [E:184| 1400]: Train Loss:0.00094325, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:03:19,370 - [INFO] - [E:184| 1500]: Train Loss:0.00094347, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:04:22,056 - [INFO] - [E:184| 1600]: Train Loss:0.00094352, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:05:03,003 - [INFO] - [Epoch:184]: Training Loss:0.0009436 + +2023-05-09 11:05:03,218 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 11:05:24,402 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 11:05:36,668 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 11:05:58,003 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 11:06:10,138 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.50582, Head : 0.3569, Avg : 0.43136 + +2023-05-09 11:06:10,138 - [INFO] - [Epoch 184]: Training Loss: 0.00094359, Valid MRR: 0.43908, + + + +2023-05-09 11:06:10,778 - [INFO] - [E:185| 0]: Train Loss:0.00092864, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:07:13,629 - [INFO] - [E:185| 100]: Train Loss:0.00094386, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:08:16,309 - [INFO] - [E:185| 200]: Train Loss:0.00094395, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:09:18,964 - [INFO] - [E:185| 300]: Train Loss:0.00094341, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:10:21,585 - [INFO] - [E:185| 400]: Train Loss:0.00094281, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:11:24,248 - [INFO] - [E:185| 500]: Train Loss:0.0009427, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:12:26,984 - [INFO] - [E:185| 600]: Train Loss:0.00094239, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:13:29,744 - [INFO] - [E:185| 700]: Train Loss:0.0009426, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:14:32,466 - [INFO] - [E:185| 800]: Train Loss:0.00094288, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:15:35,262 - [INFO] - [E:185| 900]: Train Loss:0.00094297, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:16:37,979 - [INFO] - [E:185| 1000]: Train Loss:0.00094327, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:17:40,717 - [INFO] - [E:185| 1100]: Train Loss:0.0009433, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:18:43,450 - [INFO] - [E:185| 1200]: Train Loss:0.0009434, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:19:46,191 - [INFO] - [E:185| 1300]: Train Loss:0.00094342, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:20:48,974 - [INFO] - [E:185| 1400]: Train Loss:0.00094348, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:21:51,683 - [INFO] - [E:185| 1500]: Train Loss:0.00094356, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:22:54,286 - [INFO] - [E:185| 1600]: Train Loss:0.00094341, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:23:35,270 - [INFO] - [Epoch:185]: Training Loss:0.0009437 + +2023-05-09 11:23:35,486 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 11:23:56,719 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 11:24:08,980 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 11:24:30,320 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 11:24:42,458 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.49932, Head : 0.36431, Avg : 0.43182 + +2023-05-09 11:24:42,458 - [INFO] - [Epoch 185]: Training Loss: 0.00094366, Valid MRR: 0.43908, + + + +2023-05-09 11:24:43,096 - [INFO] - [E:186| 0]: Train Loss:0.00092238, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:25:45,761 - [INFO] - [E:186| 100]: Train Loss:0.00094476, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:26:48,509 - [INFO] - [E:186| 200]: Train Loss:0.00094403, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:27:51,244 - [INFO] - [E:186| 300]: Train Loss:0.00094333, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:28:54,002 - [INFO] - [E:186| 400]: Train Loss:0.00094431, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:29:56,728 - [INFO] - [E:186| 500]: Train Loss:0.00094393, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:30:59,490 - [INFO] - [E:186| 600]: Train Loss:0.00094397, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:32:02,242 - [INFO] - [E:186| 700]: Train Loss:0.00094429, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:33:04,971 - [INFO] - [E:186| 800]: Train Loss:0.00094443, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:34:07,598 - [INFO] - [E:186| 900]: Train Loss:0.00094368, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:35:10,248 - [INFO] - [E:186| 1000]: Train Loss:0.0009434, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:36:12,899 - [INFO] - [E:186| 1100]: Train Loss:0.0009437, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:37:15,555 - [INFO] - [E:186| 1200]: Train Loss:0.00094364, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:38:18,183 - [INFO] - [E:186| 1300]: Train Loss:0.00094335, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:39:20,882 - [INFO] - [E:186| 1400]: Train Loss:0.00094358, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:40:23,529 - [INFO] - [E:186| 1500]: Train Loss:0.00094369, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:41:26,223 - [INFO] - [E:186| 1600]: Train Loss:0.00094373, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:42:07,138 - [INFO] - [Epoch:186]: Training Loss:0.0009436 + +2023-05-09 11:42:07,354 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 11:42:28,531 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 11:42:40,795 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 11:43:02,132 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 11:43:14,265 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.49493, Head : 0.36896, Avg : 0.43194 + +2023-05-09 11:43:14,266 - [INFO] - [Epoch 186]: Training Loss: 0.00094356, Valid MRR: 0.43908, + + + +2023-05-09 11:43:14,909 - [INFO] - [E:187| 0]: Train Loss:0.00093208, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:44:17,584 - [INFO] - [E:187| 100]: Train Loss:0.00094353, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:45:20,264 - [INFO] - [E:187| 200]: Train Loss:0.00094201, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:46:22,918 - [INFO] - [E:187| 300]: Train Loss:0.00094279, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:47:25,569 - [INFO] - [E:187| 400]: Train Loss:0.00094269, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:48:28,181 - [INFO] - [E:187| 500]: Train Loss:0.00094227, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:49:30,763 - [INFO] - [E:187| 600]: Train Loss:0.00094304, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:50:33,487 - [INFO] - [E:187| 700]: Train Loss:0.00094289, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:51:36,152 - [INFO] - [E:187| 800]: Train Loss:0.00094245, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:52:38,800 - [INFO] - [E:187| 900]: Train Loss:0.00094287, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:53:41,510 - [INFO] - [E:187| 1000]: Train Loss:0.00094293, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:54:44,271 - [INFO] - [E:187| 1100]: Train Loss:0.00094309, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:55:47,006 - [INFO] - [E:187| 1200]: Train Loss:0.00094303, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:56:49,669 - [INFO] - [E:187| 1300]: Train Loss:0.00094304, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:57:52,328 - [INFO] - [E:187| 1400]: Train Loss:0.0009433, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:58:55,158 - [INFO] - [E:187| 1500]: Train Loss:0.00094325, Val MRR:0.43908, wikidata12k_1n +2023-05-09 11:59:57,871 - [INFO] - [E:187| 1600]: Train Loss:0.00094328, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:00:38,861 - [INFO] - [Epoch:187]: Training Loss:0.0009434 + +2023-05-09 12:00:39,076 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 12:01:00,270 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 12:01:12,547 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 12:01:33,925 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 12:01:46,079 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.49941, Head : 0.32081, Avg : 0.41011 + +2023-05-09 12:01:46,079 - [INFO] - [Epoch 187]: Training Loss: 0.00094337, Valid MRR: 0.43908, + + + +2023-05-09 12:01:46,724 - [INFO] - [E:188| 0]: Train Loss:0.0010061, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:02:49,476 - [INFO] - [E:188| 100]: Train Loss:0.00094298, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:03:52,176 - [INFO] - [E:188| 200]: Train Loss:0.00094295, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:04:54,934 - [INFO] - [E:188| 300]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:05:57,629 - [INFO] - [E:188| 400]: Train Loss:0.0009409, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:07:00,375 - [INFO] - [E:188| 500]: Train Loss:0.00094195, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:08:03,062 - [INFO] - [E:188| 600]: Train Loss:0.00094219, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:09:05,747 - [INFO] - [E:188| 700]: Train Loss:0.00094206, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:10:08,445 - [INFO] - [E:188| 800]: Train Loss:0.00094229, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:11:11,180 - [INFO] - [E:188| 900]: Train Loss:0.00094244, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:12:13,851 - [INFO] - [E:188| 1000]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:13:16,508 - [INFO] - [E:188| 1100]: Train Loss:0.00094237, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:14:19,161 - [INFO] - [E:188| 1200]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:15:21,792 - [INFO] - [E:188| 1300]: Train Loss:0.00094276, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:16:24,575 - [INFO] - [E:188| 1400]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:17:27,237 - [INFO] - [E:188| 1500]: Train Loss:0.00094274, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:18:29,864 - [INFO] - [E:188| 1600]: Train Loss:0.00094284, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:19:10,787 - [INFO] - [Epoch:188]: Training Loss:0.0009429 + +2023-05-09 12:19:11,002 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 12:19:32,204 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 12:19:44,472 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 12:20:05,827 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 12:20:17,976 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.49717, Head : 0.33342, Avg : 0.41529 + +2023-05-09 12:20:17,977 - [INFO] - [Epoch 188]: Training Loss: 0.0009429, Valid MRR: 0.43908, + + + +2023-05-09 12:20:18,616 - [INFO] - [E:189| 0]: Train Loss:0.00095607, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:21:21,395 - [INFO] - [E:189| 100]: Train Loss:0.00094371, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:22:24,162 - [INFO] - [E:189| 200]: Train Loss:0.00094311, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:23:26,930 - [INFO] - [E:189| 300]: Train Loss:0.00094247, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:24:29,778 - [INFO] - [E:189| 400]: Train Loss:0.00094289, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:25:32,425 - [INFO] - [E:189| 500]: Train Loss:0.00094196, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:26:35,093 - [INFO] - [E:189| 600]: Train Loss:0.00094183, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:27:37,717 - [INFO] - [E:189| 700]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:28:40,333 - [INFO] - [E:189| 800]: Train Loss:0.00094197, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:29:42,988 - [INFO] - [E:189| 900]: Train Loss:0.00094211, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:30:45,635 - [INFO] - [E:189| 1000]: Train Loss:0.00094186, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:31:48,272 - [INFO] - [E:189| 1100]: Train Loss:0.00094208, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:32:50,910 - [INFO] - [E:189| 1200]: Train Loss:0.00094196, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:33:53,722 - [INFO] - [E:189| 1300]: Train Loss:0.00094241, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:34:56,529 - [INFO] - [E:189| 1400]: Train Loss:0.0009425, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:35:59,201 - [INFO] - [E:189| 1500]: Train Loss:0.00094246, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:37:01,911 - [INFO] - [E:189| 1600]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:37:42,915 - [INFO] - [Epoch:189]: Training Loss:0.0009427 + +2023-05-09 12:37:43,130 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 12:38:04,324 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 12:38:16,606 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 12:38:37,963 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 12:38:50,105 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.49191, Head : 0.36059, Avg : 0.42625 + MR: Tail : 769.81, Head : 827.21, Avg : 798.51 + Hit-1: Tail : 0.40672, Head : 0.25713, Avg : 0.33192 + Hit-3: Tail : 0.53598, Head : 0.41855, Avg : 0.47726 + Hit-10: Tail : 0.65504, Head : 0.55181, Avg : 0.60342 +2023-05-09 12:38:50,105 - [INFO] - [Epoch 189]: Training Loss: 0.00094271, Valid MRR: 0.43908, + + + +2023-05-09 12:38:50,744 - [INFO] - [E:190| 0]: Train Loss:0.00094326, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:39:53,399 - [INFO] - [E:190| 100]: Train Loss:0.00094105, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:40:56,035 - [INFO] - [E:190| 200]: Train Loss:0.00094041, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:41:58,758 - [INFO] - [E:190| 300]: Train Loss:0.00094089, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:43:01,474 - [INFO] - [E:190| 400]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:44:04,211 - [INFO] - [E:190| 500]: Train Loss:0.00094181, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:45:06,914 - [INFO] - [E:190| 600]: Train Loss:0.0009431, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:46:09,607 - [INFO] - [E:190| 700]: Train Loss:0.00094322, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:47:12,310 - [INFO] - [E:190| 800]: Train Loss:0.00094331, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:48:14,967 - [INFO] - [E:190| 900]: Train Loss:0.00094325, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:49:17,558 - [INFO] - [E:190| 1000]: Train Loss:0.00094352, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:50:20,158 - [INFO] - [E:190| 1100]: Train Loss:0.0009437, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:51:22,892 - [INFO] - [E:190| 1200]: Train Loss:0.00094349, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:52:25,516 - [INFO] - [E:190| 1300]: Train Loss:0.0009433, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:53:28,151 - [INFO] - [E:190| 1400]: Train Loss:0.00094309, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:54:30,824 - [INFO] - [E:190| 1500]: Train Loss:0.00094296, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:55:33,461 - [INFO] - [E:190| 1600]: Train Loss:0.00094296, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:56:14,382 - [INFO] - [Epoch:190]: Training Loss:0.0009427 + +2023-05-09 12:56:14,597 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 12:56:35,769 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 12:56:48,031 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 12:57:09,372 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 12:57:21,522 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.49937, Head : 0.3737, Avg : 0.43654 + +2023-05-09 12:57:21,522 - [INFO] - [Epoch 190]: Training Loss: 0.00094268, Valid MRR: 0.43908, + + + +2023-05-09 12:57:22,165 - [INFO] - [E:191| 0]: Train Loss:0.00095971, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:58:24,824 - [INFO] - [E:191| 100]: Train Loss:0.00094175, Val MRR:0.43908, wikidata12k_1n +2023-05-09 12:59:27,543 - [INFO] - [E:191| 200]: Train Loss:0.00094035, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:00:30,154 - [INFO] - [E:191| 300]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:01:32,783 - [INFO] - [E:191| 400]: Train Loss:0.00094004, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:02:35,407 - [INFO] - [E:191| 500]: Train Loss:0.00094113, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:03:38,022 - [INFO] - [E:191| 600]: Train Loss:0.00094208, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:04:40,667 - [INFO] - [E:191| 700]: Train Loss:0.00094257, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:05:43,298 - [INFO] - [E:191| 800]: Train Loss:0.00094292, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:06:45,918 - [INFO] - [E:191| 900]: Train Loss:0.00094272, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:07:48,585 - [INFO] - [E:191| 1000]: Train Loss:0.00094244, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:08:51,326 - [INFO] - [E:191| 1100]: Train Loss:0.00094211, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:09:54,005 - [INFO] - [E:191| 1200]: Train Loss:0.00094178, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:10:56,634 - [INFO] - [E:191| 1300]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:11:59,324 - [INFO] - [E:191| 1400]: Train Loss:0.00094224, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:13:02,022 - [INFO] - [E:191| 1500]: Train Loss:0.0009422, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:14:04,717 - [INFO] - [E:191| 1600]: Train Loss:0.00094197, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:14:45,679 - [INFO] - [Epoch:191]: Training Loss:0.0009421 + +2023-05-09 13:14:45,894 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 13:15:07,082 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 13:15:19,360 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 13:15:40,698 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 13:15:52,832 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.49384, Head : 0.33858, Avg : 0.41621 + +2023-05-09 13:15:52,832 - [INFO] - [Epoch 191]: Training Loss: 0.00094213, Valid MRR: 0.43908, + + + +2023-05-09 13:15:53,470 - [INFO] - [E:192| 0]: Train Loss:0.00094693, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:16:56,223 - [INFO] - [E:192| 100]: Train Loss:0.00094025, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:17:58,946 - [INFO] - [E:192| 200]: Train Loss:0.00093981, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:19:01,613 - [INFO] - [E:192| 300]: Train Loss:0.00094013, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:20:04,251 - [INFO] - [E:192| 400]: Train Loss:0.0009408, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:21:06,891 - [INFO] - [E:192| 500]: Train Loss:0.00094128, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:22:09,525 - [INFO] - [E:192| 600]: Train Loss:0.00094141, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:23:12,275 - [INFO] - [E:192| 700]: Train Loss:0.00094151, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:24:14,889 - [INFO] - [E:192| 800]: Train Loss:0.00094168, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:25:17,596 - [INFO] - [E:192| 900]: Train Loss:0.00094179, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:26:20,275 - [INFO] - [E:192| 1000]: Train Loss:0.0009418, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:27:22,926 - [INFO] - [E:192| 1100]: Train Loss:0.00094186, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:28:25,593 - [INFO] - [E:192| 1200]: Train Loss:0.00094218, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:29:28,280 - [INFO] - [E:192| 1300]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:30:30,986 - [INFO] - [E:192| 1400]: Train Loss:0.00094224, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:31:33,743 - [INFO] - [E:192| 1500]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:32:36,468 - [INFO] - [E:192| 1600]: Train Loss:0.00094256, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:33:17,482 - [INFO] - [Epoch:192]: Training Loss:0.0009426 + +2023-05-09 13:33:17,698 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 13:33:38,928 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 13:33:51,225 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 13:34:12,577 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 13:34:24,721 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.5047, Head : 0.3593, Avg : 0.432 + +2023-05-09 13:34:24,722 - [INFO] - [Epoch 192]: Training Loss: 0.00094258, Valid MRR: 0.43908, + + + +2023-05-09 13:34:25,363 - [INFO] - [E:193| 0]: Train Loss:0.00095891, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:35:27,956 - [INFO] - [E:193| 100]: Train Loss:0.00093972, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:36:30,583 - [INFO] - [E:193| 200]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:37:33,270 - [INFO] - [E:193| 300]: Train Loss:0.00094117, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:38:36,057 - [INFO] - [E:193| 400]: Train Loss:0.00094135, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:39:38,792 - [INFO] - [E:193| 500]: Train Loss:0.00094063, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:40:41,564 - [INFO] - [E:193| 600]: Train Loss:0.00094094, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:41:44,291 - [INFO] - [E:193| 700]: Train Loss:0.00094121, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:42:47,129 - [INFO] - [E:193| 800]: Train Loss:0.00094147, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:43:49,767 - [INFO] - [E:193| 900]: Train Loss:0.0009418, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:44:52,405 - [INFO] - [E:193| 1000]: Train Loss:0.00094218, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:45:55,072 - [INFO] - [E:193| 1100]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:46:57,731 - [INFO] - [E:193| 1200]: Train Loss:0.00094205, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:48:00,417 - [INFO] - [E:193| 1300]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:49:03,064 - [INFO] - [E:193| 1400]: Train Loss:0.00094242, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:50:05,736 - [INFO] - [E:193| 1500]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:51:08,473 - [INFO] - [E:193| 1600]: Train Loss:0.00094198, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:51:49,406 - [INFO] - [Epoch:193]: Training Loss:0.0009423 + +2023-05-09 13:51:49,621 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 13:52:10,817 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 13:52:23,107 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 13:52:44,452 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 13:52:56,601 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.49719, Head : 0.3689, Avg : 0.43305 + +2023-05-09 13:52:56,602 - [INFO] - [Epoch 193]: Training Loss: 0.00094233, Valid MRR: 0.43908, + + + +2023-05-09 13:52:57,244 - [INFO] - [E:194| 0]: Train Loss:0.00092837, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:53:59,951 - [INFO] - [E:194| 100]: Train Loss:0.00093956, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:55:02,642 - [INFO] - [E:194| 200]: Train Loss:0.00094026, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:56:05,252 - [INFO] - [E:194| 300]: Train Loss:0.00094074, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:57:07,855 - [INFO] - [E:194| 400]: Train Loss:0.00094074, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:58:10,604 - [INFO] - [E:194| 500]: Train Loss:0.00094089, Val MRR:0.43908, wikidata12k_1n +2023-05-09 13:59:13,319 - [INFO] - [E:194| 600]: Train Loss:0.00094118, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:00:16,047 - [INFO] - [E:194| 700]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:01:18,718 - [INFO] - [E:194| 800]: Train Loss:0.00094179, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:02:21,351 - [INFO] - [E:194| 900]: Train Loss:0.00094193, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:03:23,979 - [INFO] - [E:194| 1000]: Train Loss:0.00094164, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:04:26,598 - [INFO] - [E:194| 1100]: Train Loss:0.0009415, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:05:29,221 - [INFO] - [E:194| 1200]: Train Loss:0.00094161, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:06:31,837 - [INFO] - [E:194| 1300]: Train Loss:0.00094202, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:07:34,456 - [INFO] - [E:194| 1400]: Train Loss:0.00094186, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:08:37,197 - [INFO] - [E:194| 1500]: Train Loss:0.00094198, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:09:39,827 - [INFO] - [E:194| 1600]: Train Loss:0.00094195, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:10:20,771 - [INFO] - [Epoch:194]: Training Loss:0.0009421 + +2023-05-09 14:10:20,985 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 14:10:42,182 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 14:10:54,442 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 14:11:15,797 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 14:11:27,935 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.49836, Head : 0.36773, Avg : 0.43305 + +2023-05-09 14:11:27,935 - [INFO] - [Epoch 194]: Training Loss: 0.00094213, Valid MRR: 0.43908, + + + +2023-05-09 14:11:28,575 - [INFO] - [E:195| 0]: Train Loss:0.00093532, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:12:31,219 - [INFO] - [E:195| 100]: Train Loss:0.00094128, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:13:33,854 - [INFO] - [E:195| 200]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:14:36,472 - [INFO] - [E:195| 300]: Train Loss:0.0009431, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:15:39,114 - [INFO] - [E:195| 400]: Train Loss:0.00094271, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:16:41,740 - [INFO] - [E:195| 500]: Train Loss:0.00094271, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:17:44,472 - [INFO] - [E:195| 600]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:18:47,192 - [INFO] - [E:195| 700]: Train Loss:0.00094216, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:19:49,896 - [INFO] - [E:195| 800]: Train Loss:0.00094291, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:20:52,605 - [INFO] - [E:195| 900]: Train Loss:0.00094279, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:21:55,286 - [INFO] - [E:195| 1000]: Train Loss:0.00094278, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:22:57,956 - [INFO] - [E:195| 1100]: Train Loss:0.00094239, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:24:00,653 - [INFO] - [E:195| 1200]: Train Loss:0.00094232, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:25:03,274 - [INFO] - [E:195| 1300]: Train Loss:0.00094252, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:26:05,980 - [INFO] - [E:195| 1400]: Train Loss:0.00094263, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:27:08,587 - [INFO] - [E:195| 1500]: Train Loss:0.00094245, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:28:11,209 - [INFO] - [E:195| 1600]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:28:52,118 - [INFO] - [Epoch:195]: Training Loss:0.0009426 + +2023-05-09 14:28:52,334 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 14:29:13,512 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 14:29:25,771 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 14:29:47,112 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 14:29:59,249 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.50096, Head : 0.37428, Avg : 0.43762 + +2023-05-09 14:29:59,249 - [INFO] - [Epoch 195]: Training Loss: 0.00094262, Valid MRR: 0.43908, + + + +2023-05-09 14:29:59,891 - [INFO] - [E:196| 0]: Train Loss:0.00094698, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:31:02,504 - [INFO] - [E:196| 100]: Train Loss:0.00094028, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:32:05,074 - [INFO] - [E:196| 200]: Train Loss:0.00094065, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:33:07,705 - [INFO] - [E:196| 300]: Train Loss:0.00093966, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:34:10,304 - [INFO] - [E:196| 400]: Train Loss:0.00093938, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:35:13,069 - [INFO] - [E:196| 500]: Train Loss:0.00094028, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:36:15,741 - [INFO] - [E:196| 600]: Train Loss:0.00094049, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:37:18,412 - [INFO] - [E:196| 700]: Train Loss:0.00094101, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:38:21,039 - [INFO] - [E:196| 800]: Train Loss:0.00094108, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:39:23,658 - [INFO] - [E:196| 900]: Train Loss:0.0009409, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:40:26,249 - [INFO] - [E:196| 1000]: Train Loss:0.00094092, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:41:28,819 - [INFO] - [E:196| 1100]: Train Loss:0.00094125, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:42:31,412 - [INFO] - [E:196| 1200]: Train Loss:0.00094115, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:43:34,167 - [INFO] - [E:196| 1300]: Train Loss:0.00094106, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:44:36,833 - [INFO] - [E:196| 1400]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:45:39,468 - [INFO] - [E:196| 1500]: Train Loss:0.0009411, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:46:42,121 - [INFO] - [E:196| 1600]: Train Loss:0.0009411, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:47:23,044 - [INFO] - [Epoch:196]: Training Loss:0.0009411 + +2023-05-09 14:47:23,259 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 14:47:44,432 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 14:47:56,702 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 14:48:18,341 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 14:48:30,677 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.50493, Head : 0.35849, Avg : 0.43171 + +2023-05-09 14:48:30,677 - [INFO] - [Epoch 196]: Training Loss: 0.00094112, Valid MRR: 0.43908, + + + +2023-05-09 14:48:31,344 - [INFO] - [E:197| 0]: Train Loss:0.00092941, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:49:35,064 - [INFO] - [E:197| 100]: Train Loss:0.0009412, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:50:38,491 - [INFO] - [E:197| 200]: Train Loss:0.00094153, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:51:41,159 - [INFO] - [E:197| 300]: Train Loss:0.00094161, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:52:43,911 - [INFO] - [E:197| 400]: Train Loss:0.00094205, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:53:46,528 - [INFO] - [E:197| 500]: Train Loss:0.00094144, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:54:49,176 - [INFO] - [E:197| 600]: Train Loss:0.00094117, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:55:51,911 - [INFO] - [E:197| 700]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:56:54,672 - [INFO] - [E:197| 800]: Train Loss:0.00094159, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:57:57,425 - [INFO] - [E:197| 900]: Train Loss:0.00094182, Val MRR:0.43908, wikidata12k_1n +2023-05-09 14:59:00,112 - [INFO] - [E:197| 1000]: Train Loss:0.00094223, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:00:02,730 - [INFO] - [E:197| 1100]: Train Loss:0.00094206, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:01:05,530 - [INFO] - [E:197| 1200]: Train Loss:0.00094188, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:02:08,192 - [INFO] - [E:197| 1300]: Train Loss:0.00094185, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:03:10,871 - [INFO] - [E:197| 1400]: Train Loss:0.00094172, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:04:13,521 - [INFO] - [E:197| 1500]: Train Loss:0.00094166, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:05:16,156 - [INFO] - [E:197| 1600]: Train Loss:0.00094168, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:05:57,081 - [INFO] - [Epoch:197]: Training Loss:0.0009416 + +2023-05-09 15:05:57,298 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 15:06:18,490 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 15:06:30,747 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 15:06:52,083 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 15:07:04,236 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.5013, Head : 0.37241, Avg : 0.43686 + +2023-05-09 15:07:04,236 - [INFO] - [Epoch 197]: Training Loss: 0.00094156, Valid MRR: 0.43908, + + + +2023-05-09 15:07:04,879 - [INFO] - [E:198| 0]: Train Loss:0.0009348, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:08:07,493 - [INFO] - [E:198| 100]: Train Loss:0.00094126, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:09:10,195 - [INFO] - [E:198| 200]: Train Loss:0.00094294, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:10:12,907 - [INFO] - [E:198| 300]: Train Loss:0.00094251, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:11:15,637 - [INFO] - [E:198| 400]: Train Loss:0.00094208, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:12:18,382 - [INFO] - [E:198| 500]: Train Loss:0.00094128, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:13:21,110 - [INFO] - [E:198| 600]: Train Loss:0.00094105, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:14:23,857 - [INFO] - [E:198| 700]: Train Loss:0.00094063, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:15:26,611 - [INFO] - [E:198| 800]: Train Loss:0.00094121, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:16:29,357 - [INFO] - [E:198| 900]: Train Loss:0.00094125, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:17:32,103 - [INFO] - [E:198| 1000]: Train Loss:0.0009414, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:18:34,914 - [INFO] - [E:198| 1100]: Train Loss:0.00094166, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:19:37,623 - [INFO] - [E:198| 1200]: Train Loss:0.00094174, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:20:40,344 - [INFO] - [E:198| 1300]: Train Loss:0.00094185, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:21:43,032 - [INFO] - [E:198| 1400]: Train Loss:0.00094174, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:22:45,685 - [INFO] - [E:198| 1500]: Train Loss:0.00094188, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:23:48,303 - [INFO] - [E:198| 1600]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:24:29,213 - [INFO] - [Epoch:198]: Training Loss:0.0009419 + +2023-05-09 15:24:29,428 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 15:24:50,599 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 15:25:02,879 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 15:25:24,211 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 15:25:36,349 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.5023, Head : 0.3252, Avg : 0.41375 + +2023-05-09 15:25:36,349 - [INFO] - [Epoch 198]: Training Loss: 0.00094194, Valid MRR: 0.43908, + + + +2023-05-09 15:25:36,990 - [INFO] - [E:199| 0]: Train Loss:0.00096601, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:26:39,715 - [INFO] - [E:199| 100]: Train Loss:0.00093889, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:27:42,354 - [INFO] - [E:199| 200]: Train Loss:0.00094085, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:28:44,981 - [INFO] - [E:199| 300]: Train Loss:0.0009422, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:29:47,628 - [INFO] - [E:199| 400]: Train Loss:0.00094174, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:30:50,254 - [INFO] - [E:199| 500]: Train Loss:0.00094108, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:31:52,900 - [INFO] - [E:199| 600]: Train Loss:0.00094132, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:32:55,529 - [INFO] - [E:199| 700]: Train Loss:0.0009421, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:33:58,158 - [INFO] - [E:199| 800]: Train Loss:0.00094195, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:35:00,765 - [INFO] - [E:199| 900]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:36:03,508 - [INFO] - [E:199| 1000]: Train Loss:0.00094173, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:37:06,194 - [INFO] - [E:199| 1100]: Train Loss:0.00094158, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:38:08,907 - [INFO] - [E:199| 1200]: Train Loss:0.00094146, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:39:11,613 - [INFO] - [E:199| 1300]: Train Loss:0.00094126, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:40:14,315 - [INFO] - [E:199| 1400]: Train Loss:0.0009416, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:41:17,025 - [INFO] - [E:199| 1500]: Train Loss:0.00094158, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:42:19,728 - [INFO] - [E:199| 1600]: Train Loss:0.00094151, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:43:00,728 - [INFO] - [Epoch:199]: Training Loss:0.0009415 + +2023-05-09 15:43:00,942 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 15:43:22,121 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 15:43:34,387 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 15:43:55,827 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 15:44:07,996 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.50148, Head : 0.37669, Avg : 0.43908 + MR: Tail : 799.2, Head : 887.55, Avg : 843.37 + Hit-1: Tail : 0.41998, Head : 0.28444, Avg : 0.35221 + Hit-3: Tail : 0.54716, Head : 0.42419, Avg : 0.48567 + Hit-10: Tail : 0.6537, Head : 0.5577, Avg : 0.6057 +2023-05-09 15:44:07,996 - [INFO] - [Epoch 199]: Training Loss: 0.00094149, Valid MRR: 0.43908, + + + +2023-05-09 15:44:08,636 - [INFO] - [E:200| 0]: Train Loss:0.0009284, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:45:11,259 - [INFO] - [E:200| 100]: Train Loss:0.00094247, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:46:13,879 - [INFO] - [E:200| 200]: Train Loss:0.00094008, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:47:16,617 - [INFO] - [E:200| 300]: Train Loss:0.00094101, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:48:19,257 - [INFO] - [E:200| 400]: Train Loss:0.00094003, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:49:22,001 - [INFO] - [E:200| 500]: Train Loss:0.00094036, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:50:24,799 - [INFO] - [E:200| 600]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:51:27,578 - [INFO] - [E:200| 700]: Train Loss:0.00093989, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:52:30,495 - [INFO] - [E:200| 800]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:53:33,364 - [INFO] - [E:200| 900]: Train Loss:0.0009396, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:54:36,266 - [INFO] - [E:200| 1000]: Train Loss:0.00093969, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:55:39,383 - [INFO] - [E:200| 1100]: Train Loss:0.00094063, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:56:42,463 - [INFO] - [E:200| 1200]: Train Loss:0.00094054, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:57:45,307 - [INFO] - [E:200| 1300]: Train Loss:0.00094092, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:58:48,213 - [INFO] - [E:200| 1400]: Train Loss:0.00094098, Val MRR:0.43908, wikidata12k_1n +2023-05-09 15:59:51,111 - [INFO] - [E:200| 1500]: Train Loss:0.00094093, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:00:54,026 - [INFO] - [E:200| 1600]: Train Loss:0.00094076, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:01:35,192 - [INFO] - [Epoch:200]: Training Loss:0.000941 + +2023-05-09 16:01:35,407 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 16:01:56,745 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 16:02:09,091 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 16:02:30,597 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 16:02:42,827 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.4982, Head : 0.30642, Avg : 0.40231 + +2023-05-09 16:02:42,827 - [INFO] - [Epoch 200]: Training Loss: 0.00094101, Valid MRR: 0.43908, + + + +2023-05-09 16:02:43,473 - [INFO] - [E:201| 0]: Train Loss:0.00093665, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:03:46,332 - [INFO] - [E:201| 100]: Train Loss:0.00094424, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:04:49,202 - [INFO] - [E:201| 200]: Train Loss:0.00094113, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:05:52,086 - [INFO] - [E:201| 300]: Train Loss:0.00094018, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:06:54,908 - [INFO] - [E:201| 400]: Train Loss:0.00094048, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:07:57,755 - [INFO] - [E:201| 500]: Train Loss:0.0009402, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:09:00,683 - [INFO] - [E:201| 600]: Train Loss:0.00094083, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:10:03,706 - [INFO] - [E:201| 700]: Train Loss:0.00094119, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:11:06,697 - [INFO] - [E:201| 800]: Train Loss:0.00094138, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:12:09,656 - [INFO] - [E:201| 900]: Train Loss:0.00094158, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:13:12,612 - [INFO] - [E:201| 1000]: Train Loss:0.00094119, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:14:15,567 - [INFO] - [E:201| 1100]: Train Loss:0.00094102, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:15:18,469 - [INFO] - [E:201| 1200]: Train Loss:0.00094114, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:16:21,284 - [INFO] - [E:201| 1300]: Train Loss:0.00094109, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:17:24,108 - [INFO] - [E:201| 1400]: Train Loss:0.00094101, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:18:26,903 - [INFO] - [E:201| 1500]: Train Loss:0.00094078, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:19:29,857 - [INFO] - [E:201| 1600]: Train Loss:0.00094088, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:20:10,947 - [INFO] - [Epoch:201]: Training Loss:0.0009409 + +2023-05-09 16:20:11,162 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 16:20:32,470 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 16:20:44,806 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 16:21:06,292 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 16:21:18,509 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.49726, Head : 0.36888, Avg : 0.43307 + +2023-05-09 16:21:18,509 - [INFO] - [Epoch 201]: Training Loss: 0.00094093, Valid MRR: 0.43908, + + + +2023-05-09 16:21:19,152 - [INFO] - [E:202| 0]: Train Loss:0.00092449, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:22:21,993 - [INFO] - [E:202| 100]: Train Loss:0.00094134, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:23:24,868 - [INFO] - [E:202| 200]: Train Loss:0.00094004, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:24:27,723 - [INFO] - [E:202| 300]: Train Loss:0.00094029, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:25:30,587 - [INFO] - [E:202| 400]: Train Loss:0.00094112, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:26:33,534 - [INFO] - [E:202| 500]: Train Loss:0.00094154, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:27:36,534 - [INFO] - [E:202| 600]: Train Loss:0.0009412, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:28:39,360 - [INFO] - [E:202| 700]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:29:42,161 - [INFO] - [E:202| 800]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:30:44,944 - [INFO] - [E:202| 900]: Train Loss:0.00094074, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:31:47,866 - [INFO] - [E:202| 1000]: Train Loss:0.00094069, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:32:50,807 - [INFO] - [E:202| 1100]: Train Loss:0.00094076, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:33:53,736 - [INFO] - [E:202| 1200]: Train Loss:0.00094098, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:34:56,699 - [INFO] - [E:202| 1300]: Train Loss:0.00094134, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:35:59,582 - [INFO] - [E:202| 1400]: Train Loss:0.00094121, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:37:02,502 - [INFO] - [E:202| 1500]: Train Loss:0.00094098, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:38:05,393 - [INFO] - [E:202| 1600]: Train Loss:0.00094105, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:38:46,452 - [INFO] - [Epoch:202]: Training Loss:0.000941 + +2023-05-09 16:38:46,669 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 16:39:07,989 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 16:39:20,333 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 16:39:41,814 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 16:39:54,034 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.50289, Head : 0.3651, Avg : 0.43399 + +2023-05-09 16:39:54,034 - [INFO] - [Epoch 202]: Training Loss: 0.00094103, Valid MRR: 0.43908, + + + +2023-05-09 16:39:54,678 - [INFO] - [E:203| 0]: Train Loss:0.00095501, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:40:57,533 - [INFO] - [E:203| 100]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:42:00,442 - [INFO] - [E:203| 200]: Train Loss:0.00094178, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:43:03,330 - [INFO] - [E:203| 300]: Train Loss:0.00094067, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:44:06,210 - [INFO] - [E:203| 400]: Train Loss:0.00094014, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:45:09,218 - [INFO] - [E:203| 500]: Train Loss:0.00094012, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:46:12,087 - [INFO] - [E:203| 600]: Train Loss:0.00094051, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:47:14,954 - [INFO] - [E:203| 700]: Train Loss:0.00094059, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:48:17,793 - [INFO] - [E:203| 800]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:49:20,662 - [INFO] - [E:203| 900]: Train Loss:0.00094088, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:50:23,552 - [INFO] - [E:203| 1000]: Train Loss:0.00094114, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:51:26,470 - [INFO] - [E:203| 1100]: Train Loss:0.00094097, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:52:29,381 - [INFO] - [E:203| 1200]: Train Loss:0.00094102, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:53:32,435 - [INFO] - [E:203| 1300]: Train Loss:0.00094088, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:54:35,225 - [INFO] - [E:203| 1400]: Train Loss:0.00094097, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:55:38,008 - [INFO] - [E:203| 1500]: Train Loss:0.00094082, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:56:40,826 - [INFO] - [E:203| 1600]: Train Loss:0.00094059, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:57:21,950 - [INFO] - [Epoch:203]: Training Loss:0.0009406 + +2023-05-09 16:57:22,167 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 16:57:43,487 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 16:57:55,842 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 16:58:17,333 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 16:58:29,562 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.50782, Head : 0.34341, Avg : 0.42562 + +2023-05-09 16:58:29,562 - [INFO] - [Epoch 203]: Training Loss: 0.00094064, Valid MRR: 0.43908, + + + +2023-05-09 16:58:30,204 - [INFO] - [E:204| 0]: Train Loss:0.00098447, Val MRR:0.43908, wikidata12k_1n +2023-05-09 16:59:33,105 - [INFO] - [E:204| 100]: Train Loss:0.00094143, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:00:36,020 - [INFO] - [E:204| 200]: Train Loss:0.00094081, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:01:38,920 - [INFO] - [E:204| 300]: Train Loss:0.00094209, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:02:41,780 - [INFO] - [E:204| 400]: Train Loss:0.00094179, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:03:44,609 - [INFO] - [E:204| 500]: Train Loss:0.0009415, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:04:47,397 - [INFO] - [E:204| 600]: Train Loss:0.00094127, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:05:50,195 - [INFO] - [E:204| 700]: Train Loss:0.00094079, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:06:52,997 - [INFO] - [E:204| 800]: Train Loss:0.00094047, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:07:55,777 - [INFO] - [E:204| 900]: Train Loss:0.00094089, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:08:58,551 - [INFO] - [E:204| 1000]: Train Loss:0.00094087, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:10:01,317 - [INFO] - [E:204| 1100]: Train Loss:0.00094054, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:11:04,280 - [INFO] - [E:204| 1200]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:12:07,090 - [INFO] - [E:204| 1300]: Train Loss:0.00094081, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:13:09,898 - [INFO] - [E:204| 1400]: Train Loss:0.00094082, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:14:12,770 - [INFO] - [E:204| 1500]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:15:15,589 - [INFO] - [E:204| 1600]: Train Loss:0.00094062, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:15:56,619 - [INFO] - [Epoch:204]: Training Loss:0.0009406 + +2023-05-09 17:15:56,836 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 17:16:18,130 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 17:16:30,461 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 17:16:51,943 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 17:17:04,152 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.507, Head : 0.32897, Avg : 0.41799 + +2023-05-09 17:17:04,152 - [INFO] - [Epoch 204]: Training Loss: 0.00094063, Valid MRR: 0.43908, + + + +2023-05-09 17:17:04,795 - [INFO] - [E:205| 0]: Train Loss:0.0009802, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:18:07,591 - [INFO] - [E:205| 100]: Train Loss:0.00093706, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:19:10,372 - [INFO] - [E:205| 200]: Train Loss:0.00093952, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:20:13,334 - [INFO] - [E:205| 300]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:21:16,270 - [INFO] - [E:205| 400]: Train Loss:0.00093924, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:22:19,232 - [INFO] - [E:205| 500]: Train Loss:0.00093928, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:23:22,168 - [INFO] - [E:205| 600]: Train Loss:0.00093966, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:24:25,077 - [INFO] - [E:205| 700]: Train Loss:0.00093928, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:25:27,952 - [INFO] - [E:205| 800]: Train Loss:0.00093919, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:26:30,814 - [INFO] - [E:205| 900]: Train Loss:0.00093942, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:27:33,681 - [INFO] - [E:205| 1000]: Train Loss:0.00093968, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:28:36,685 - [INFO] - [E:205| 1100]: Train Loss:0.00093963, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:29:39,577 - [INFO] - [E:205| 1200]: Train Loss:0.00093967, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:30:42,486 - [INFO] - [E:205| 1300]: Train Loss:0.00093958, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:31:45,433 - [INFO] - [E:205| 1400]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:32:48,434 - [INFO] - [E:205| 1500]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:33:51,314 - [INFO] - [E:205| 1600]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:34:32,348 - [INFO] - [Epoch:205]: Training Loss:0.00094 + +2023-05-09 17:34:32,564 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 17:34:53,890 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 17:35:06,228 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 17:35:27,710 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 17:35:39,926 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.50639, Head : 0.34086, Avg : 0.42362 + +2023-05-09 17:35:39,926 - [INFO] - [Epoch 205]: Training Loss: 0.00094005, Valid MRR: 0.43908, + + + +2023-05-09 17:35:40,567 - [INFO] - [E:206| 0]: Train Loss:0.00093329, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:36:43,448 - [INFO] - [E:206| 100]: Train Loss:0.0009401, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:37:46,307 - [INFO] - [E:206| 200]: Train Loss:0.00094029, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:38:49,119 - [INFO] - [E:206| 300]: Train Loss:0.00094099, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:39:51,930 - [INFO] - [E:206| 400]: Train Loss:0.0009407, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:40:54,744 - [INFO] - [E:206| 500]: Train Loss:0.00094013, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:41:57,540 - [INFO] - [E:206| 600]: Train Loss:0.00094057, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:43:00,333 - [INFO] - [E:206| 700]: Train Loss:0.00094032, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:44:03,137 - [INFO] - [E:206| 800]: Train Loss:0.00094018, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:45:05,945 - [INFO] - [E:206| 900]: Train Loss:0.00094, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:46:08,861 - [INFO] - [E:206| 1000]: Train Loss:0.00094023, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:47:11,773 - [INFO] - [E:206| 1100]: Train Loss:0.00094032, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:48:14,662 - [INFO] - [E:206| 1200]: Train Loss:0.00094009, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:49:17,588 - [INFO] - [E:206| 1300]: Train Loss:0.00093991, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:50:20,528 - [INFO] - [E:206| 1400]: Train Loss:0.0009401, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:51:23,426 - [INFO] - [E:206| 1500]: Train Loss:0.00094009, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:52:26,325 - [INFO] - [E:206| 1600]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:53:07,416 - [INFO] - [Epoch:206]: Training Loss:0.0009402 + +2023-05-09 17:53:07,632 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 17:53:28,971 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 17:53:41,330 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 17:54:02,824 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 17:54:15,092 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.50288, Head : 0.37511, Avg : 0.439 + +2023-05-09 17:54:15,092 - [INFO] - [Epoch 206]: Training Loss: 0.00094018, Valid MRR: 0.43908, + + + +2023-05-09 17:54:15,768 - [INFO] - [E:207| 0]: Train Loss:0.00092974, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:55:18,669 - [INFO] - [E:207| 100]: Train Loss:0.00093983, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:56:21,484 - [INFO] - [E:207| 200]: Train Loss:0.00094152, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:57:24,311 - [INFO] - [E:207| 300]: Train Loss:0.00094108, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:58:27,117 - [INFO] - [E:207| 400]: Train Loss:0.00094025, Val MRR:0.43908, wikidata12k_1n +2023-05-09 17:59:29,955 - [INFO] - [E:207| 500]: Train Loss:0.00094036, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:00:32,759 - [INFO] - [E:207| 600]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:01:35,559 - [INFO] - [E:207| 700]: Train Loss:0.00093927, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:02:38,395 - [INFO] - [E:207| 800]: Train Loss:0.00093924, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:03:41,423 - [INFO] - [E:207| 900]: Train Loss:0.00093912, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:04:44,308 - [INFO] - [E:207| 1000]: Train Loss:0.00093909, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:05:47,194 - [INFO] - [E:207| 1100]: Train Loss:0.00093943, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:06:50,113 - [INFO] - [E:207| 1200]: Train Loss:0.00093931, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:07:52,969 - [INFO] - [E:207| 1300]: Train Loss:0.00093947, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:08:55,836 - [INFO] - [E:207| 1400]: Train Loss:0.00093954, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:09:58,671 - [INFO] - [E:207| 1500]: Train Loss:0.00093974, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:11:01,518 - [INFO] - [E:207| 1600]: Train Loss:0.00093996, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:11:42,687 - [INFO] - [Epoch:207]: Training Loss:0.0009399 + +2023-05-09 18:11:42,904 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 18:12:04,217 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 18:12:16,556 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 18:12:38,054 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 18:12:50,283 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.50056, Head : 0.36812, Avg : 0.43434 + +2023-05-09 18:12:50,283 - [INFO] - [Epoch 207]: Training Loss: 0.00093994, Valid MRR: 0.43908, + + + +2023-05-09 18:12:50,925 - [INFO] - [E:208| 0]: Train Loss:0.00095684, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:13:53,833 - [INFO] - [E:208| 100]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:14:56,637 - [INFO] - [E:208| 200]: Train Loss:0.00094291, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:15:59,444 - [INFO] - [E:208| 300]: Train Loss:0.00094084, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:17:02,282 - [INFO] - [E:208| 400]: Train Loss:0.00093988, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:18:05,087 - [INFO] - [E:208| 500]: Train Loss:0.00094007, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:19:07,882 - [INFO] - [E:208| 600]: Train Loss:0.00093991, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:20:10,777 - [INFO] - [E:208| 700]: Train Loss:0.00094007, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:21:13,682 - [INFO] - [E:208| 800]: Train Loss:0.00093947, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:22:16,560 - [INFO] - [E:208| 900]: Train Loss:0.00093951, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:23:19,402 - [INFO] - [E:208| 1000]: Train Loss:0.00093953, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:24:22,269 - [INFO] - [E:208| 1100]: Train Loss:0.0009397, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:25:25,102 - [INFO] - [E:208| 1200]: Train Loss:0.00093971, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:26:27,953 - [INFO] - [E:208| 1300]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:27:30,834 - [INFO] - [E:208| 1400]: Train Loss:0.00093998, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:28:33,777 - [INFO] - [E:208| 1500]: Train Loss:0.00093983, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:29:36,820 - [INFO] - [E:208| 1600]: Train Loss:0.00093988, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:30:17,918 - [INFO] - [Epoch:208]: Training Loss:0.00094 + +2023-05-09 18:30:18,134 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 18:30:39,472 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 18:30:51,820 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 18:31:13,317 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 18:31:25,542 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.4947, Head : 0.30617, Avg : 0.40044 + +2023-05-09 18:31:25,543 - [INFO] - [Epoch 208]: Training Loss: 0.00094003, Valid MRR: 0.43908, + + + +2023-05-09 18:31:26,186 - [INFO] - [E:209| 0]: Train Loss:0.00093095, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:32:29,100 - [INFO] - [E:209| 100]: Train Loss:0.00093797, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:33:32,031 - [INFO] - [E:209| 200]: Train Loss:0.00093688, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:34:34,956 - [INFO] - [E:209| 300]: Train Loss:0.00093866, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:35:37,900 - [INFO] - [E:209| 400]: Train Loss:0.00093879, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:36:40,820 - [INFO] - [E:209| 500]: Train Loss:0.00093901, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:37:43,791 - [INFO] - [E:209| 600]: Train Loss:0.000939, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:38:46,759 - [INFO] - [E:209| 700]: Train Loss:0.0009391, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:39:49,699 - [INFO] - [E:209| 800]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:40:52,627 - [INFO] - [E:209| 900]: Train Loss:0.00093928, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:41:55,569 - [INFO] - [E:209| 1000]: Train Loss:0.00093917, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:42:58,505 - [INFO] - [E:209| 1100]: Train Loss:0.00093919, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:44:01,443 - [INFO] - [E:209| 1200]: Train Loss:0.00093946, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:45:04,391 - [INFO] - [E:209| 1300]: Train Loss:0.00093939, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:46:07,310 - [INFO] - [E:209| 1400]: Train Loss:0.00093921, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:47:10,322 - [INFO] - [E:209| 1500]: Train Loss:0.00093944, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:48:13,291 - [INFO] - [E:209| 1600]: Train Loss:0.00093935, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:48:54,435 - [INFO] - [Epoch:209]: Training Loss:0.0009394 + +2023-05-09 18:48:54,651 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 18:49:15,980 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 18:49:28,335 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 18:49:49,847 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 18:50:02,081 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.50537, Head : 0.35956, Avg : 0.43246 + MR: Tail : 828.51, Head : 905.25, Avg : 866.88 + Hit-1: Tail : 0.42453, Head : 0.2644, Avg : 0.34447 + Hit-3: Tail : 0.55023, Head : 0.41112, Avg : 0.48068 + Hit-10: Tail : 0.6538, Head : 0.54731, Avg : 0.60055 +2023-05-09 18:50:02,081 - [INFO] - [Epoch 209]: Training Loss: 0.00093945, Valid MRR: 0.43908, + + + +2023-05-09 18:50:02,723 - [INFO] - [E:210| 0]: Train Loss:0.00092572, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:51:05,677 - [INFO] - [E:210| 100]: Train Loss:0.00093817, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:52:08,596 - [INFO] - [E:210| 200]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:53:11,560 - [INFO] - [E:210| 300]: Train Loss:0.00094035, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:54:14,496 - [INFO] - [E:210| 400]: Train Loss:0.00093985, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:55:17,549 - [INFO] - [E:210| 500]: Train Loss:0.00093938, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:56:20,449 - [INFO] - [E:210| 600]: Train Loss:0.00093915, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:57:23,259 - [INFO] - [E:210| 700]: Train Loss:0.00093919, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:58:26,113 - [INFO] - [E:210| 800]: Train Loss:0.00093899, Val MRR:0.43908, wikidata12k_1n +2023-05-09 18:59:28,942 - [INFO] - [E:210| 900]: Train Loss:0.00093898, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:00:31,784 - [INFO] - [E:210| 1000]: Train Loss:0.00093923, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:01:34,943 - [INFO] - [E:210| 1100]: Train Loss:0.00093922, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:02:37,876 - [INFO] - [E:210| 1200]: Train Loss:0.00093954, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:03:40,799 - [INFO] - [E:210| 1300]: Train Loss:0.00093934, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:04:43,729 - [INFO] - [E:210| 1400]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:05:46,696 - [INFO] - [E:210| 1500]: Train Loss:0.00093924, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:06:49,667 - [INFO] - [E:210| 1600]: Train Loss:0.00093927, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:07:30,809 - [INFO] - [Epoch:210]: Training Loss:0.0009394 + +2023-05-09 19:07:31,026 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 19:07:52,361 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 19:08:04,706 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 19:08:26,214 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 19:08:38,452 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.50939, Head : 0.36143, Avg : 0.43541 + +2023-05-09 19:08:38,453 - [INFO] - [Epoch 210]: Training Loss: 0.00093936, Valid MRR: 0.43908, + + + +2023-05-09 19:08:39,097 - [INFO] - [E:211| 0]: Train Loss:0.00093235, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:09:42,040 - [INFO] - [E:211| 100]: Train Loss:0.0009376, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:10:44,979 - [INFO] - [E:211| 200]: Train Loss:0.00093738, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:11:47,892 - [INFO] - [E:211| 300]: Train Loss:0.00093795, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:12:50,776 - [INFO] - [E:211| 400]: Train Loss:0.00093774, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:13:53,712 - [INFO] - [E:211| 500]: Train Loss:0.00093816, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:14:56,679 - [INFO] - [E:211| 600]: Train Loss:0.00093884, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:15:59,688 - [INFO] - [E:211| 700]: Train Loss:0.0009389, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:17:02,756 - [INFO] - [E:211| 800]: Train Loss:0.00093904, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:18:05,683 - [INFO] - [E:211| 900]: Train Loss:0.00093961, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:19:08,606 - [INFO] - [E:211| 1000]: Train Loss:0.00093938, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:20:11,559 - [INFO] - [E:211| 1100]: Train Loss:0.00093921, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:21:14,591 - [INFO] - [E:211| 1200]: Train Loss:0.00093905, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:22:17,540 - [INFO] - [E:211| 1300]: Train Loss:0.00093881, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:23:20,371 - [INFO] - [E:211| 1400]: Train Loss:0.00093891, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:24:23,180 - [INFO] - [E:211| 1500]: Train Loss:0.00093907, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:25:25,998 - [INFO] - [E:211| 1600]: Train Loss:0.00093925, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:26:07,043 - [INFO] - [Epoch:211]: Training Loss:0.0009392 + +2023-05-09 19:26:07,260 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 19:26:28,571 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 19:26:40,921 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 19:27:02,399 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 19:27:14,621 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.50293, Head : 0.37095, Avg : 0.43694 + +2023-05-09 19:27:14,621 - [INFO] - [Epoch 211]: Training Loss: 0.00093921, Valid MRR: 0.43908, + + + +2023-05-09 19:27:15,263 - [INFO] - [E:212| 0]: Train Loss:0.00098764, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:28:18,069 - [INFO] - [E:212| 100]: Train Loss:0.00093681, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:29:20,893 - [INFO] - [E:212| 200]: Train Loss:0.00093723, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:30:23,825 - [INFO] - [E:212| 300]: Train Loss:0.00093772, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:31:26,631 - [INFO] - [E:212| 400]: Train Loss:0.00093773, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:32:29,441 - [INFO] - [E:212| 500]: Train Loss:0.00093851, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:33:32,250 - [INFO] - [E:212| 600]: Train Loss:0.00093901, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:34:35,081 - [INFO] - [E:212| 700]: Train Loss:0.00093945, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:35:38,024 - [INFO] - [E:212| 800]: Train Loss:0.00093937, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:36:40,979 - [INFO] - [E:212| 900]: Train Loss:0.00093905, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:37:43,906 - [INFO] - [E:212| 1000]: Train Loss:0.00093875, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:38:46,857 - [INFO] - [E:212| 1100]: Train Loss:0.00093887, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:39:49,737 - [INFO] - [E:212| 1200]: Train Loss:0.00093904, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:40:52,626 - [INFO] - [E:212| 1300]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:41:55,465 - [INFO] - [E:212| 1400]: Train Loss:0.00093918, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:42:58,231 - [INFO] - [E:212| 1500]: Train Loss:0.00093926, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:44:01,021 - [INFO] - [E:212| 1600]: Train Loss:0.00093913, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:44:42,068 - [INFO] - [Epoch:212]: Training Loss:0.0009392 + +2023-05-09 19:44:42,284 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 19:45:03,584 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 19:45:15,917 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 19:45:37,406 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 19:45:49,610 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.49808, Head : 0.34434, Avg : 0.42121 + +2023-05-09 19:45:49,610 - [INFO] - [Epoch 212]: Training Loss: 0.00093915, Valid MRR: 0.43908, + + + +2023-05-09 19:45:50,252 - [INFO] - [E:213| 0]: Train Loss:0.00092196, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:46:53,057 - [INFO] - [E:213| 100]: Train Loss:0.00094014, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:47:56,033 - [INFO] - [E:213| 200]: Train Loss:0.00093853, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:48:58,893 - [INFO] - [E:213| 300]: Train Loss:0.00093744, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:50:01,809 - [INFO] - [E:213| 400]: Train Loss:0.0009373, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:51:04,693 - [INFO] - [E:213| 500]: Train Loss:0.000937, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:52:07,634 - [INFO] - [E:213| 600]: Train Loss:0.00093781, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:53:10,544 - [INFO] - [E:213| 700]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:54:13,483 - [INFO] - [E:213| 800]: Train Loss:0.00093808, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:55:16,430 - [INFO] - [E:213| 900]: Train Loss:0.00093787, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:56:19,422 - [INFO] - [E:213| 1000]: Train Loss:0.00093807, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:57:22,219 - [INFO] - [E:213| 1100]: Train Loss:0.00093852, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:58:24,963 - [INFO] - [E:213| 1200]: Train Loss:0.0009384, Val MRR:0.43908, wikidata12k_1n +2023-05-09 19:59:27,759 - [INFO] - [E:213| 1300]: Train Loss:0.0009385, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:00:30,567 - [INFO] - [E:213| 1400]: Train Loss:0.00093859, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:01:33,360 - [INFO] - [E:213| 1500]: Train Loss:0.00093868, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:02:36,211 - [INFO] - [E:213| 1600]: Train Loss:0.00093888, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:03:17,347 - [INFO] - [Epoch:213]: Training Loss:0.000939 + +2023-05-09 20:03:17,564 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 20:03:38,902 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 20:03:51,242 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 20:04:12,726 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 20:04:24,978 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.5041, Head : 0.31883, Avg : 0.41147 + +2023-05-09 20:04:24,978 - [INFO] - [Epoch 213]: Training Loss: 0.00093904, Valid MRR: 0.43908, + + + +2023-05-09 20:04:25,627 - [INFO] - [E:214| 0]: Train Loss:0.00093134, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:05:28,534 - [INFO] - [E:214| 100]: Train Loss:0.0009397, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:06:31,383 - [INFO] - [E:214| 200]: Train Loss:0.00093883, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:07:34,231 - [INFO] - [E:214| 300]: Train Loss:0.00093974, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:08:37,099 - [INFO] - [E:214| 400]: Train Loss:0.00093876, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:09:39,937 - [INFO] - [E:214| 500]: Train Loss:0.00093825, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:10:42,802 - [INFO] - [E:214| 600]: Train Loss:0.00093876, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:11:45,640 - [INFO] - [E:214| 700]: Train Loss:0.00093864, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:12:48,479 - [INFO] - [E:214| 800]: Train Loss:0.00093849, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:13:51,408 - [INFO] - [E:214| 900]: Train Loss:0.00093846, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:14:54,231 - [INFO] - [E:214| 1000]: Train Loss:0.00093856, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:15:57,034 - [INFO] - [E:214| 1100]: Train Loss:0.00093908, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:16:59,820 - [INFO] - [E:214| 1200]: Train Loss:0.00093886, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:18:02,626 - [INFO] - [E:214| 1300]: Train Loss:0.00093881, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:19:05,418 - [INFO] - [E:214| 1400]: Train Loss:0.0009389, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:20:08,204 - [INFO] - [E:214| 1500]: Train Loss:0.00093872, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:21:11,018 - [INFO] - [E:214| 1600]: Train Loss:0.00093884, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:21:52,146 - [INFO] - [Epoch:214]: Training Loss:0.0009389 + +2023-05-09 20:21:52,361 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 20:22:13,689 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 20:22:26,029 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 20:22:47,510 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 20:22:59,725 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.50414, Head : 0.37338, Avg : 0.43876 + +2023-05-09 20:22:59,725 - [INFO] - [Epoch 214]: Training Loss: 0.00093887, Valid MRR: 0.43908, + + + +2023-05-09 20:23:00,367 - [INFO] - [E:215| 0]: Train Loss:0.00091354, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:24:03,141 - [INFO] - [E:215| 100]: Train Loss:0.0009358, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:25:05,945 - [INFO] - [E:215| 200]: Train Loss:0.00093766, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:26:08,833 - [INFO] - [E:215| 300]: Train Loss:0.00093882, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:27:11,853 - [INFO] - [E:215| 400]: Train Loss:0.00093841, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:28:14,812 - [INFO] - [E:215| 500]: Train Loss:0.00093869, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:29:17,765 - [INFO] - [E:215| 600]: Train Loss:0.00093877, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:30:20,721 - [INFO] - [E:215| 700]: Train Loss:0.00093923, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:31:23,690 - [INFO] - [E:215| 800]: Train Loss:0.00093923, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:32:26,550 - [INFO] - [E:215| 900]: Train Loss:0.00093959, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:33:29,406 - [INFO] - [E:215| 1000]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:34:32,316 - [INFO] - [E:215| 1100]: Train Loss:0.00093929, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:35:35,099 - [INFO] - [E:215| 1200]: Train Loss:0.00093932, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:36:37,909 - [INFO] - [E:215| 1300]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:37:40,741 - [INFO] - [E:215| 1400]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:38:43,611 - [INFO] - [E:215| 1500]: Train Loss:0.000939, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:39:46,512 - [INFO] - [E:215| 1600]: Train Loss:0.00093903, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:40:27,606 - [INFO] - [Epoch:215]: Training Loss:0.0009389 + +2023-05-09 20:40:27,823 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 20:40:49,137 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 20:41:01,481 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 20:41:22,977 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 20:41:35,202 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.50467, Head : 0.36743, Avg : 0.43605 + +2023-05-09 20:41:35,203 - [INFO] - [Epoch 215]: Training Loss: 0.00093888, Valid MRR: 0.43908, + + + +2023-05-09 20:41:35,846 - [INFO] - [E:216| 0]: Train Loss:0.00092803, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:42:38,638 - [INFO] - [E:216| 100]: Train Loss:0.00093953, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:43:41,526 - [INFO] - [E:216| 200]: Train Loss:0.00093885, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:44:44,466 - [INFO] - [E:216| 300]: Train Loss:0.00093846, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:45:47,372 - [INFO] - [E:216| 400]: Train Loss:0.00093805, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:46:50,295 - [INFO] - [E:216| 500]: Train Loss:0.0009377, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:47:53,207 - [INFO] - [E:216| 600]: Train Loss:0.00093792, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:48:56,161 - [INFO] - [E:216| 700]: Train Loss:0.0009378, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:49:59,068 - [INFO] - [E:216| 800]: Train Loss:0.00093844, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:51:02,015 - [INFO] - [E:216| 900]: Train Loss:0.00093836, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:52:04,948 - [INFO] - [E:216| 1000]: Train Loss:0.00093801, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:53:07,813 - [INFO] - [E:216| 1100]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:54:10,691 - [INFO] - [E:216| 1200]: Train Loss:0.00093822, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:55:13,634 - [INFO] - [E:216| 1300]: Train Loss:0.00093852, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:56:16,497 - [INFO] - [E:216| 1400]: Train Loss:0.00093853, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:57:19,475 - [INFO] - [E:216| 1500]: Train Loss:0.00093845, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:58:22,289 - [INFO] - [E:216| 1600]: Train Loss:0.00093858, Val MRR:0.43908, wikidata12k_1n +2023-05-09 20:59:03,319 - [INFO] - [Epoch:216]: Training Loss:0.0009388 + +2023-05-09 20:59:03,536 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 20:59:24,846 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 20:59:37,168 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 20:59:58,631 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 21:00:10,854 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.49936, Head : 0.36564, Avg : 0.4325 + +2023-05-09 21:00:10,854 - [INFO] - [Epoch 216]: Training Loss: 0.00093879, Valid MRR: 0.43908, + + + +2023-05-09 21:00:11,496 - [INFO] - [E:217| 0]: Train Loss:0.00092256, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:01:14,418 - [INFO] - [E:217| 100]: Train Loss:0.00093488, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:02:17,370 - [INFO] - [E:217| 200]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:03:20,313 - [INFO] - [E:217| 300]: Train Loss:0.00093849, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:04:23,255 - [INFO] - [E:217| 400]: Train Loss:0.00093841, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:05:26,306 - [INFO] - [E:217| 500]: Train Loss:0.00093866, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:06:29,085 - [INFO] - [E:217| 600]: Train Loss:0.00093899, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:07:31,878 - [INFO] - [E:217| 700]: Train Loss:0.00093922, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:08:34,762 - [INFO] - [E:217| 800]: Train Loss:0.00093883, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:09:37,712 - [INFO] - [E:217| 900]: Train Loss:0.00093908, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:10:40,693 - [INFO] - [E:217| 1000]: Train Loss:0.00093901, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:11:43,609 - [INFO] - [E:217| 1100]: Train Loss:0.00093864, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:12:46,518 - [INFO] - [E:217| 1200]: Train Loss:0.00093903, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:13:49,467 - [INFO] - [E:217| 1300]: Train Loss:0.0009387, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:14:52,427 - [INFO] - [E:217| 1400]: Train Loss:0.00093879, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:15:55,268 - [INFO] - [E:217| 1500]: Train Loss:0.00093854, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:16:58,150 - [INFO] - [E:217| 1600]: Train Loss:0.00093879, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:17:39,205 - [INFO] - [Epoch:217]: Training Loss:0.0009387 + +2023-05-09 21:17:39,421 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 21:18:00,723 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 21:18:13,052 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 21:18:34,550 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 21:18:46,760 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.50077, Head : 0.37255, Avg : 0.43666 + +2023-05-09 21:18:46,760 - [INFO] - [Epoch 217]: Training Loss: 0.00093869, Valid MRR: 0.43908, + + + +2023-05-09 21:18:47,404 - [INFO] - [E:218| 0]: Train Loss:0.00095169, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:19:50,236 - [INFO] - [E:218| 100]: Train Loss:0.0009343, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:20:53,081 - [INFO] - [E:218| 200]: Train Loss:0.00093495, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:21:56,005 - [INFO] - [E:218| 300]: Train Loss:0.00093585, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:22:59,022 - [INFO] - [E:218| 400]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:24:01,968 - [INFO] - [E:218| 500]: Train Loss:0.00093728, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:25:04,885 - [INFO] - [E:218| 600]: Train Loss:0.00093805, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:26:07,824 - [INFO] - [E:218| 700]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:27:10,770 - [INFO] - [E:218| 800]: Train Loss:0.00093813, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:28:13,714 - [INFO] - [E:218| 900]: Train Loss:0.0009379, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:29:16,677 - [INFO] - [E:218| 1000]: Train Loss:0.0009382, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:30:19,602 - [INFO] - [E:218| 1100]: Train Loss:0.00093823, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:31:22,453 - [INFO] - [E:218| 1200]: Train Loss:0.00093826, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:32:25,369 - [INFO] - [E:218| 1300]: Train Loss:0.00093826, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:33:28,294 - [INFO] - [E:218| 1400]: Train Loss:0.00093838, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:34:31,241 - [INFO] - [E:218| 1500]: Train Loss:0.00093844, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:35:34,155 - [INFO] - [E:218| 1600]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:36:15,242 - [INFO] - [Epoch:218]: Training Loss:0.0009384 + +2023-05-09 21:36:15,457 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 21:36:36,777 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 21:36:49,117 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 21:37:10,604 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 21:37:22,841 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.48839, Head : 0.3536, Avg : 0.42099 + +2023-05-09 21:37:22,841 - [INFO] - [Epoch 218]: Training Loss: 0.00093839, Valid MRR: 0.43908, + + + +2023-05-09 21:37:23,489 - [INFO] - [E:219| 0]: Train Loss:0.00092355, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:38:26,381 - [INFO] - [E:219| 100]: Train Loss:0.00093953, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:39:29,305 - [INFO] - [E:219| 200]: Train Loss:0.00094082, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:40:32,310 - [INFO] - [E:219| 300]: Train Loss:0.00093964, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:41:35,078 - [INFO] - [E:219| 400]: Train Loss:0.0009385, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:42:37,974 - [INFO] - [E:219| 500]: Train Loss:0.00093876, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:43:40,866 - [INFO] - [E:219| 600]: Train Loss:0.00093836, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:44:43,728 - [INFO] - [E:219| 700]: Train Loss:0.00093834, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:45:46,601 - [INFO] - [E:219| 800]: Train Loss:0.00093834, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:46:49,512 - [INFO] - [E:219| 900]: Train Loss:0.00093836, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:47:52,423 - [INFO] - [E:219| 1000]: Train Loss:0.00093815, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:48:55,406 - [INFO] - [E:219| 1100]: Train Loss:0.00093854, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:49:58,313 - [INFO] - [E:219| 1200]: Train Loss:0.00093835, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:51:01,153 - [INFO] - [E:219| 1300]: Train Loss:0.0009386, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:52:04,019 - [INFO] - [E:219| 1400]: Train Loss:0.00093842, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:53:06,856 - [INFO] - [E:219| 1500]: Train Loss:0.00093816, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:54:09,746 - [INFO] - [E:219| 1600]: Train Loss:0.00093801, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:54:50,813 - [INFO] - [Epoch:219]: Training Loss:0.000938 + +2023-05-09 21:54:51,031 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 21:55:12,354 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 21:55:24,706 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 21:55:46,190 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 21:55:58,416 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.49693, Head : 0.37327, Avg : 0.4351 + MR: Tail : 838.05, Head : 880.11, Avg : 859.08 + Hit-1: Tail : 0.41211, Head : 0.27974, Avg : 0.34593 + Hit-3: Tail : 0.54271, Head : 0.4226, Avg : 0.48266 + Hit-10: Tail : 0.66009, Head : 0.54879, Avg : 0.60444 +2023-05-09 21:55:58,417 - [INFO] - [Epoch 219]: Training Loss: 0.00093804, Valid MRR: 0.43908, + + + +2023-05-09 21:55:59,060 - [INFO] - [E:220| 0]: Train Loss:0.0009495, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:57:01,934 - [INFO] - [E:220| 100]: Train Loss:0.00093863, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:58:04,868 - [INFO] - [E:220| 200]: Train Loss:0.00093861, Val MRR:0.43908, wikidata12k_1n +2023-05-09 21:59:07,733 - [INFO] - [E:220| 300]: Train Loss:0.00093659, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:00:10,650 - [INFO] - [E:220| 400]: Train Loss:0.00093733, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:01:13,456 - [INFO] - [E:220| 500]: Train Loss:0.00093736, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:02:16,239 - [INFO] - [E:220| 600]: Train Loss:0.00093736, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:03:19,070 - [INFO] - [E:220| 700]: Train Loss:0.00093784, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:04:21,865 - [INFO] - [E:220| 800]: Train Loss:0.00093768, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:05:24,672 - [INFO] - [E:220| 900]: Train Loss:0.00093789, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:06:27,526 - [INFO] - [E:220| 1000]: Train Loss:0.000938, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:07:30,399 - [INFO] - [E:220| 1100]: Train Loss:0.00093805, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:08:33,287 - [INFO] - [E:220| 1200]: Train Loss:0.00093803, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:09:36,077 - [INFO] - [E:220| 1300]: Train Loss:0.00093814, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:10:38,947 - [INFO] - [E:220| 1400]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:11:41,822 - [INFO] - [E:220| 1500]: Train Loss:0.00093816, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:12:44,644 - [INFO] - [E:220| 1600]: Train Loss:0.00093828, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:13:25,694 - [INFO] - [Epoch:220]: Training Loss:0.0009384 + +2023-05-09 22:13:25,910 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 22:13:47,207 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 22:13:59,540 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 22:14:21,025 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 22:14:33,245 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.50439, Head : 0.36848, Avg : 0.43643 + +2023-05-09 22:14:33,245 - [INFO] - [Epoch 220]: Training Loss: 0.00093838, Valid MRR: 0.43908, + + + +2023-05-09 22:14:33,895 - [INFO] - [E:221| 0]: Train Loss:0.00091614, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:15:36,828 - [INFO] - [E:221| 100]: Train Loss:0.00093685, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:16:39,763 - [INFO] - [E:221| 200]: Train Loss:0.00093761, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:17:42,691 - [INFO] - [E:221| 300]: Train Loss:0.00093759, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:18:45,526 - [INFO] - [E:221| 400]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:19:48,320 - [INFO] - [E:221| 500]: Train Loss:0.00093849, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:20:51,143 - [INFO] - [E:221| 600]: Train Loss:0.00093804, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:21:53,942 - [INFO] - [E:221| 700]: Train Loss:0.00093821, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:22:56,728 - [INFO] - [E:221| 800]: Train Loss:0.00093798, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:23:59,582 - [INFO] - [E:221| 900]: Train Loss:0.00093819, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:25:02,391 - [INFO] - [E:221| 1000]: Train Loss:0.00093823, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:26:05,295 - [INFO] - [E:221| 1100]: Train Loss:0.00093818, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:27:08,261 - [INFO] - [E:221| 1200]: Train Loss:0.0009378, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:28:11,215 - [INFO] - [E:221| 1300]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:29:14,155 - [INFO] - [E:221| 1400]: Train Loss:0.00093834, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:30:17,198 - [INFO] - [E:221| 1500]: Train Loss:0.00093842, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:31:20,089 - [INFO] - [E:221| 1600]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:32:01,196 - [INFO] - [Epoch:221]: Training Loss:0.0009382 + +2023-05-09 22:32:01,413 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 22:32:22,768 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 22:32:35,137 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 22:32:56,635 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 22:33:08,858 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.5054, Head : 0.34667, Avg : 0.42603 + +2023-05-09 22:33:08,858 - [INFO] - [Epoch 221]: Training Loss: 0.00093819, Valid MRR: 0.43908, + + + +2023-05-09 22:33:09,502 - [INFO] - [E:222| 0]: Train Loss:0.00092732, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:34:12,437 - [INFO] - [E:222| 100]: Train Loss:0.00093465, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:35:15,355 - [INFO] - [E:222| 200]: Train Loss:0.00093621, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:36:18,310 - [INFO] - [E:222| 300]: Train Loss:0.0009368, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:37:21,113 - [INFO] - [E:222| 400]: Train Loss:0.00093607, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:38:23,895 - [INFO] - [E:222| 500]: Train Loss:0.00093608, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:39:26,717 - [INFO] - [E:222| 600]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:40:29,518 - [INFO] - [E:222| 700]: Train Loss:0.00093707, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:41:32,554 - [INFO] - [E:222| 800]: Train Loss:0.00093726, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:42:35,479 - [INFO] - [E:222| 900]: Train Loss:0.00093771, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:43:38,409 - [INFO] - [E:222| 1000]: Train Loss:0.00093778, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:44:41,279 - [INFO] - [E:222| 1100]: Train Loss:0.00093787, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:45:44,149 - [INFO] - [E:222| 1200]: Train Loss:0.00093806, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:46:47,041 - [INFO] - [E:222| 1300]: Train Loss:0.00093797, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:47:49,931 - [INFO] - [E:222| 1400]: Train Loss:0.00093809, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:48:52,809 - [INFO] - [E:222| 1500]: Train Loss:0.00093831, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:49:55,789 - [INFO] - [E:222| 1600]: Train Loss:0.00093828, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:50:36,916 - [INFO] - [Epoch:222]: Training Loss:0.0009382 + +2023-05-09 22:50:37,132 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 22:50:58,456 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 22:51:10,819 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 22:51:32,319 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 22:51:44,552 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.4928, Head : 0.36814, Avg : 0.43047 + +2023-05-09 22:51:44,552 - [INFO] - [Epoch 222]: Training Loss: 0.00093817, Valid MRR: 0.43908, + + + +2023-05-09 22:51:45,197 - [INFO] - [E:223| 0]: Train Loss:0.00091869, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:52:48,109 - [INFO] - [E:223| 100]: Train Loss:0.0009353, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:53:51,058 - [INFO] - [E:223| 200]: Train Loss:0.00093684, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:54:53,989 - [INFO] - [E:223| 300]: Train Loss:0.00093647, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:55:56,917 - [INFO] - [E:223| 400]: Train Loss:0.0009374, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:56:59,885 - [INFO] - [E:223| 500]: Train Loss:0.00093671, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:58:02,815 - [INFO] - [E:223| 600]: Train Loss:0.00093771, Val MRR:0.43908, wikidata12k_1n +2023-05-09 22:59:05,708 - [INFO] - [E:223| 700]: Train Loss:0.00093769, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:00:08,581 - [INFO] - [E:223| 800]: Train Loss:0.00093732, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:01:11,482 - [INFO] - [E:223| 900]: Train Loss:0.0009373, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:02:14,390 - [INFO] - [E:223| 1000]: Train Loss:0.00093708, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:03:17,285 - [INFO] - [E:223| 1100]: Train Loss:0.0009371, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:04:20,225 - [INFO] - [E:223| 1200]: Train Loss:0.00093744, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:05:23,161 - [INFO] - [E:223| 1300]: Train Loss:0.00093724, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:06:26,105 - [INFO] - [E:223| 1400]: Train Loss:0.00093762, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:07:29,124 - [INFO] - [E:223| 1500]: Train Loss:0.00093766, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:08:31,988 - [INFO] - [E:223| 1600]: Train Loss:0.00093777, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:09:13,084 - [INFO] - [Epoch:223]: Training Loss:0.0009377 + +2023-05-09 23:09:13,300 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 23:09:34,602 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 23:09:46,935 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 23:10:08,424 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 23:10:20,663 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.50265, Head : 0.35293, Avg : 0.42779 + +2023-05-09 23:10:20,663 - [INFO] - [Epoch 223]: Training Loss: 0.00093774, Valid MRR: 0.43908, + + + +2023-05-09 23:10:21,305 - [INFO] - [E:224| 0]: Train Loss:0.00092462, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:11:24,189 - [INFO] - [E:224| 100]: Train Loss:0.00094058, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:12:27,054 - [INFO] - [E:224| 200]: Train Loss:0.00094038, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:13:29,805 - [INFO] - [E:224| 300]: Train Loss:0.00093969, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:14:32,592 - [INFO] - [E:224| 400]: Train Loss:0.00093906, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:15:35,382 - [INFO] - [E:224| 500]: Train Loss:0.00093823, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:16:38,378 - [INFO] - [E:224| 600]: Train Loss:0.00093851, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:17:41,293 - [INFO] - [E:224| 700]: Train Loss:0.00093843, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:18:44,235 - [INFO] - [E:224| 800]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:19:47,163 - [INFO] - [E:224| 900]: Train Loss:0.00093819, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:20:50,109 - [INFO] - [E:224| 1000]: Train Loss:0.00093818, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:21:53,028 - [INFO] - [E:224| 1100]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:22:55,937 - [INFO] - [E:224| 1200]: Train Loss:0.00093786, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:23:58,837 - [INFO] - [E:224| 1300]: Train Loss:0.00093797, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:25:01,805 - [INFO] - [E:224| 1400]: Train Loss:0.00093788, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:26:04,588 - [INFO] - [E:224| 1500]: Train Loss:0.00093788, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:27:07,381 - [INFO] - [E:224| 1600]: Train Loss:0.00093774, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:27:48,485 - [INFO] - [Epoch:224]: Training Loss:0.0009376 + +2023-05-09 23:27:48,701 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 23:28:10,031 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 23:28:22,381 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 23:28:43,878 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 23:28:56,104 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.50189, Head : 0.37339, Avg : 0.43764 + +2023-05-09 23:28:56,105 - [INFO] - [Epoch 224]: Training Loss: 0.00093761, Valid MRR: 0.43908, + + + +2023-05-09 23:28:56,753 - [INFO] - [E:225| 0]: Train Loss:0.00099026, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:29:59,675 - [INFO] - [E:225| 100]: Train Loss:0.0009369, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:31:02,521 - [INFO] - [E:225| 200]: Train Loss:0.00093583, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:32:05,375 - [INFO] - [E:225| 300]: Train Loss:0.00093595, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:33:08,302 - [INFO] - [E:225| 400]: Train Loss:0.00093658, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:34:11,271 - [INFO] - [E:225| 500]: Train Loss:0.00093666, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:35:14,169 - [INFO] - [E:225| 600]: Train Loss:0.00093687, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:36:17,129 - [INFO] - [E:225| 700]: Train Loss:0.00093684, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:37:20,053 - [INFO] - [E:225| 800]: Train Loss:0.00093679, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:38:23,011 - [INFO] - [E:225| 900]: Train Loss:0.00093673, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:39:25,945 - [INFO] - [E:225| 1000]: Train Loss:0.00093662, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:40:28,883 - [INFO] - [E:225| 1100]: Train Loss:0.00093663, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:41:31,834 - [INFO] - [E:225| 1200]: Train Loss:0.00093695, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:42:34,909 - [INFO] - [E:225| 1300]: Train Loss:0.00093702, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:43:37,804 - [INFO] - [E:225| 1400]: Train Loss:0.00093743, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:44:40,692 - [INFO] - [E:225| 1500]: Train Loss:0.00093748, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:45:43,556 - [INFO] - [E:225| 1600]: Train Loss:0.00093758, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:46:24,713 - [INFO] - [Epoch:225]: Training Loss:0.0009376 + +2023-05-09 23:46:26,237 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-09 23:46:47,534 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-09 23:46:59,862 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-09 23:47:21,336 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-09 23:47:33,541 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.50479, Head : 0.36903, Avg : 0.43691 + +2023-05-09 23:47:33,542 - [INFO] - [Epoch 225]: Training Loss: 0.00093756, Valid MRR: 0.43908, + + + +2023-05-09 23:47:34,185 - [INFO] - [E:226| 0]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:48:36,985 - [INFO] - [E:226| 100]: Train Loss:0.00093427, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:49:39,845 - [INFO] - [E:226| 200]: Train Loss:0.000934, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:50:42,856 - [INFO] - [E:226| 300]: Train Loss:0.00093461, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:51:45,788 - [INFO] - [E:226| 400]: Train Loss:0.00093505, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:52:48,745 - [INFO] - [E:226| 500]: Train Loss:0.00093547, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:53:51,683 - [INFO] - [E:226| 600]: Train Loss:0.0009354, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:54:54,606 - [INFO] - [E:226| 700]: Train Loss:0.00093573, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:55:57,571 - [INFO] - [E:226| 800]: Train Loss:0.0009357, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:57:00,520 - [INFO] - [E:226| 900]: Train Loss:0.00093634, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:58:03,419 - [INFO] - [E:226| 1000]: Train Loss:0.00093657, Val MRR:0.43908, wikidata12k_1n +2023-05-09 23:59:06,231 - [INFO] - [E:226| 1100]: Train Loss:0.00093686, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:00:09,137 - [INFO] - [E:226| 1200]: Train Loss:0.00093707, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:01:12,067 - [INFO] - [E:226| 1300]: Train Loss:0.00093736, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:02:15,002 - [INFO] - [E:226| 1400]: Train Loss:0.00093748, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:03:17,901 - [INFO] - [E:226| 1500]: Train Loss:0.00093766, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:04:20,799 - [INFO] - [E:226| 1600]: Train Loss:0.00093759, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:05:01,929 - [INFO] - [Epoch:226]: Training Loss:0.0009377 + +2023-05-10 00:05:02,145 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 00:05:23,458 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 00:05:35,804 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 00:05:57,304 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 00:06:09,536 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.50501, Head : 0.36019, Avg : 0.4326 + +2023-05-10 00:06:09,536 - [INFO] - [Epoch 226]: Training Loss: 0.0009377, Valid MRR: 0.43908, + + + +2023-05-10 00:06:10,181 - [INFO] - [E:227| 0]: Train Loss:0.00093363, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:07:13,118 - [INFO] - [E:227| 100]: Train Loss:0.00093999, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:08:16,086 - [INFO] - [E:227| 200]: Train Loss:0.00093812, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:09:18,986 - [INFO] - [E:227| 300]: Train Loss:0.00093723, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:10:21,862 - [INFO] - [E:227| 400]: Train Loss:0.00093742, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:11:24,764 - [INFO] - [E:227| 500]: Train Loss:0.00093708, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:12:27,665 - [INFO] - [E:227| 600]: Train Loss:0.00093721, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:13:30,532 - [INFO] - [E:227| 700]: Train Loss:0.00093698, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:14:33,453 - [INFO] - [E:227| 800]: Train Loss:0.00093709, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:15:36,354 - [INFO] - [E:227| 900]: Train Loss:0.00093726, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:16:39,341 - [INFO] - [E:227| 1000]: Train Loss:0.00093698, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:17:42,248 - [INFO] - [E:227| 1100]: Train Loss:0.00093726, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:18:45,145 - [INFO] - [E:227| 1200]: Train Loss:0.00093734, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:19:48,007 - [INFO] - [E:227| 1300]: Train Loss:0.00093727, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:20:50,876 - [INFO] - [E:227| 1400]: Train Loss:0.00093713, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:21:53,756 - [INFO] - [E:227| 1500]: Train Loss:0.00093725, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:22:56,615 - [INFO] - [E:227| 1600]: Train Loss:0.00093719, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:23:37,692 - [INFO] - [Epoch:227]: Training Loss:0.0009373 + +2023-05-10 00:23:37,907 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 00:23:59,221 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 00:24:11,560 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 00:24:33,034 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 00:24:45,248 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.49437, Head : 0.36675, Avg : 0.43056 + +2023-05-10 00:24:45,248 - [INFO] - [Epoch 227]: Training Loss: 0.00093734, Valid MRR: 0.43908, + + + +2023-05-10 00:24:45,890 - [INFO] - [E:228| 0]: Train Loss:0.0009352, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:25:48,929 - [INFO] - [E:228| 100]: Train Loss:0.00093829, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:26:51,836 - [INFO] - [E:228| 200]: Train Loss:0.00093608, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:27:54,637 - [INFO] - [E:228| 300]: Train Loss:0.00093702, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:28:57,488 - [INFO] - [E:228| 400]: Train Loss:0.00093715, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:30:00,280 - [INFO] - [E:228| 500]: Train Loss:0.00093674, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:31:03,110 - [INFO] - [E:228| 600]: Train Loss:0.00093674, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:32:06,057 - [INFO] - [E:228| 700]: Train Loss:0.00093654, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:33:08,992 - [INFO] - [E:228| 800]: Train Loss:0.00093643, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:34:11,973 - [INFO] - [E:228| 900]: Train Loss:0.00093624, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:35:14,790 - [INFO] - [E:228| 1000]: Train Loss:0.0009364, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:36:17,670 - [INFO] - [E:228| 1100]: Train Loss:0.00093659, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:37:20,606 - [INFO] - [E:228| 1200]: Train Loss:0.00093678, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:38:23,571 - [INFO] - [E:228| 1300]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:39:26,516 - [INFO] - [E:228| 1400]: Train Loss:0.00093689, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:40:29,429 - [INFO] - [E:228| 1500]: Train Loss:0.00093689, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:41:32,205 - [INFO] - [E:228| 1600]: Train Loss:0.00093699, Val MRR:0.43908, wikidata12k_1n +2023-05-10 00:42:13,235 - [INFO] - [Epoch:228]: Training Loss:0.0009371 + +2023-05-10 00:42:13,452 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 00:42:34,792 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 00:42:47,178 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 00:43:08,677 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 00:43:20,905 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.50509, Head : 0.37563, Avg : 0.44036 + +2023-05-10 00:43:21,872 - [INFO] - [Epoch 228]: Training Loss: 0.00093706, Valid MRR: 0.44036, + + + +2023-05-10 00:43:22,519 - [INFO] - [E:229| 0]: Train Loss:0.00092702, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:44:25,389 - [INFO] - [E:229| 100]: Train Loss:0.00093802, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:45:28,220 - [INFO] - [E:229| 200]: Train Loss:0.00093875, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:46:31,073 - [INFO] - [E:229| 300]: Train Loss:0.00093739, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:47:33,938 - [INFO] - [E:229| 400]: Train Loss:0.00093763, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:48:36,842 - [INFO] - [E:229| 500]: Train Loss:0.00093732, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:49:39,776 - [INFO] - [E:229| 600]: Train Loss:0.0009376, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:50:42,725 - [INFO] - [E:229| 700]: Train Loss:0.00093718, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:51:45,723 - [INFO] - [E:229| 800]: Train Loss:0.0009375, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:52:48,625 - [INFO] - [E:229| 900]: Train Loss:0.0009373, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:53:51,571 - [INFO] - [E:229| 1000]: Train Loss:0.00093739, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:54:54,517 - [INFO] - [E:229| 1100]: Train Loss:0.0009376, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:55:57,424 - [INFO] - [E:229| 1200]: Train Loss:0.00093745, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:57:00,379 - [INFO] - [E:229| 1300]: Train Loss:0.00093727, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:58:03,262 - [INFO] - [E:229| 1400]: Train Loss:0.00093709, Val MRR:0.44036, wikidata12k_1n +2023-05-10 00:59:06,180 - [INFO] - [E:229| 1500]: Train Loss:0.00093697, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:00:09,205 - [INFO] - [E:229| 1600]: Train Loss:0.00093698, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:00:50,222 - [INFO] - [Epoch:229]: Training Loss:0.0009371 + +2023-05-10 01:00:50,438 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 01:01:11,769 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 01:01:24,113 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 01:01:45,610 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 01:01:57,842 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.48799, Head : 0.37373, Avg : 0.43086 + MR: Tail : 793.71, Head : 882.02, Avg : 837.86 + Hit-1: Tail : 0.40192, Head : 0.28499, Avg : 0.34345 + Hit-3: Tail : 0.5338, Head : 0.42345, Avg : 0.47862 + Hit-10: Tail : 0.65009, Head : 0.55023, Avg : 0.60016 +2023-05-10 01:01:57,842 - [INFO] - [Epoch 229]: Training Loss: 0.00093707, Valid MRR: 0.44036, + + + +2023-05-10 01:01:58,486 - [INFO] - [E:230| 0]: Train Loss:0.00094795, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:03:01,396 - [INFO] - [E:230| 100]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:04:04,248 - [INFO] - [E:230| 200]: Train Loss:0.00093457, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:05:07,052 - [INFO] - [E:230| 300]: Train Loss:0.00093645, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:06:09,846 - [INFO] - [E:230| 400]: Train Loss:0.00093541, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:07:12,630 - [INFO] - [E:230| 500]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:08:15,454 - [INFO] - [E:230| 600]: Train Loss:0.00093617, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:09:18,324 - [INFO] - [E:230| 700]: Train Loss:0.00093651, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:10:21,121 - [INFO] - [E:230| 800]: Train Loss:0.00093719, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:11:23,912 - [INFO] - [E:230| 900]: Train Loss:0.00093722, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:12:26,753 - [INFO] - [E:230| 1000]: Train Loss:0.00093707, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:13:29,679 - [INFO] - [E:230| 1100]: Train Loss:0.0009371, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:14:32,644 - [INFO] - [E:230| 1200]: Train Loss:0.00093714, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:15:35,611 - [INFO] - [E:230| 1300]: Train Loss:0.00093694, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:16:38,545 - [INFO] - [E:230| 1400]: Train Loss:0.00093674, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:17:41,515 - [INFO] - [E:230| 1500]: Train Loss:0.00093713, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:18:44,466 - [INFO] - [E:230| 1600]: Train Loss:0.00093694, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:19:25,708 - [INFO] - [Epoch:230]: Training Loss:0.000937 + +2023-05-10 01:19:25,924 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 01:19:47,241 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 01:19:59,597 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 01:20:21,079 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 01:20:33,313 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.49609, Head : 0.36347, Avg : 0.42978 + +2023-05-10 01:20:33,313 - [INFO] - [Epoch 230]: Training Loss: 0.000937, Valid MRR: 0.44036, + + + +2023-05-10 01:20:33,955 - [INFO] - [E:231| 0]: Train Loss:0.00094256, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:21:36,810 - [INFO] - [E:231| 100]: Train Loss:0.00094024, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:22:39,765 - [INFO] - [E:231| 200]: Train Loss:0.0009384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:23:42,668 - [INFO] - [E:231| 300]: Train Loss:0.00093789, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:24:45,589 - [INFO] - [E:231| 400]: Train Loss:0.00093789, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:25:48,481 - [INFO] - [E:231| 500]: Train Loss:0.00093721, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:26:51,500 - [INFO] - [E:231| 600]: Train Loss:0.00093667, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:27:54,433 - [INFO] - [E:231| 700]: Train Loss:0.0009371, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:28:57,388 - [INFO] - [E:231| 800]: Train Loss:0.00093672, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:30:00,299 - [INFO] - [E:231| 900]: Train Loss:0.00093666, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:31:03,209 - [INFO] - [E:231| 1000]: Train Loss:0.00093695, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:32:06,091 - [INFO] - [E:231| 1100]: Train Loss:0.00093715, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:33:09,031 - [INFO] - [E:231| 1200]: Train Loss:0.00093735, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:34:11,954 - [INFO] - [E:231| 1300]: Train Loss:0.00093734, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:35:14,931 - [INFO] - [E:231| 1400]: Train Loss:0.00093736, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:36:17,849 - [INFO] - [E:231| 1500]: Train Loss:0.0009374, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:37:20,796 - [INFO] - [E:231| 1600]: Train Loss:0.00093749, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:38:01,964 - [INFO] - [Epoch:231]: Training Loss:0.0009373 + +2023-05-10 01:38:02,179 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 01:38:23,534 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 01:38:35,896 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 01:38:57,421 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 01:39:09,663 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.5008, Head : 0.36798, Avg : 0.43439 + +2023-05-10 01:39:09,663 - [INFO] - [Epoch 231]: Training Loss: 0.00093725, Valid MRR: 0.44036, + + + +2023-05-10 01:39:10,306 - [INFO] - [E:232| 0]: Train Loss:0.00094893, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:40:13,480 - [INFO] - [E:232| 100]: Train Loss:0.00093397, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:41:16,461 - [INFO] - [E:232| 200]: Train Loss:0.00093374, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:42:19,364 - [INFO] - [E:232| 300]: Train Loss:0.00093516, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:43:22,372 - [INFO] - [E:232| 400]: Train Loss:0.0009351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:44:25,192 - [INFO] - [E:232| 500]: Train Loss:0.00093538, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:45:28,054 - [INFO] - [E:232| 600]: Train Loss:0.00093596, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:46:30,939 - [INFO] - [E:232| 700]: Train Loss:0.00093718, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:47:33,828 - [INFO] - [E:232| 800]: Train Loss:0.00093726, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:48:36,639 - [INFO] - [E:232| 900]: Train Loss:0.00093714, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:49:39,454 - [INFO] - [E:232| 1000]: Train Loss:0.00093706, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:50:42,231 - [INFO] - [E:232| 1100]: Train Loss:0.00093667, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:51:45,074 - [INFO] - [E:232| 1200]: Train Loss:0.00093644, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:52:47,973 - [INFO] - [E:232| 1300]: Train Loss:0.00093676, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:53:50,791 - [INFO] - [E:232| 1400]: Train Loss:0.00093707, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:54:53,607 - [INFO] - [E:232| 1500]: Train Loss:0.00093717, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:55:56,414 - [INFO] - [E:232| 1600]: Train Loss:0.000937, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:56:37,448 - [INFO] - [Epoch:232]: Training Loss:0.0009373 + +2023-05-10 01:56:37,665 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 01:56:58,981 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 01:57:11,318 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 01:57:32,799 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 01:57:45,017 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.50286, Head : 0.36352, Avg : 0.43319 + +2023-05-10 01:57:45,017 - [INFO] - [Epoch 232]: Training Loss: 0.0009373, Valid MRR: 0.44036, + + + +2023-05-10 01:57:45,660 - [INFO] - [E:233| 0]: Train Loss:0.00092879, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:58:48,539 - [INFO] - [E:233| 100]: Train Loss:0.00093799, Val MRR:0.44036, wikidata12k_1n +2023-05-10 01:59:51,467 - [INFO] - [E:233| 200]: Train Loss:0.00093654, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:00:54,326 - [INFO] - [E:233| 300]: Train Loss:0.00093701, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:01:57,270 - [INFO] - [E:233| 400]: Train Loss:0.00093677, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:03:00,193 - [INFO] - [E:233| 500]: Train Loss:0.00093709, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:04:03,143 - [INFO] - [E:233| 600]: Train Loss:0.00093743, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:05:06,091 - [INFO] - [E:233| 700]: Train Loss:0.00093808, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:06:09,041 - [INFO] - [E:233| 800]: Train Loss:0.00093799, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:07:11,993 - [INFO] - [E:233| 900]: Train Loss:0.00093845, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:08:14,929 - [INFO] - [E:233| 1000]: Train Loss:0.00093819, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:09:17,920 - [INFO] - [E:233| 1100]: Train Loss:0.00093789, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:10:20,803 - [INFO] - [E:233| 1200]: Train Loss:0.00093803, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:11:23,675 - [INFO] - [E:233| 1300]: Train Loss:0.00093783, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:12:26,470 - [INFO] - [E:233| 1400]: Train Loss:0.00093761, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:13:29,253 - [INFO] - [E:233| 1500]: Train Loss:0.00093765, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:14:32,141 - [INFO] - [E:233| 1600]: Train Loss:0.00093774, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:15:13,246 - [INFO] - [Epoch:233]: Training Loss:0.0009378 + +2023-05-10 02:15:13,462 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 02:15:34,791 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 02:15:47,146 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 02:16:08,664 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 02:16:20,897 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.49482, Head : 0.32871, Avg : 0.41176 + +2023-05-10 02:16:20,897 - [INFO] - [Epoch 233]: Training Loss: 0.00093784, Valid MRR: 0.44036, + + + +2023-05-10 02:16:21,541 - [INFO] - [E:234| 0]: Train Loss:0.00093068, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:17:24,496 - [INFO] - [E:234| 100]: Train Loss:0.00093895, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:18:27,439 - [INFO] - [E:234| 200]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:19:30,350 - [INFO] - [E:234| 300]: Train Loss:0.00093717, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:20:33,264 - [INFO] - [E:234| 400]: Train Loss:0.00093691, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:21:36,215 - [INFO] - [E:234| 500]: Train Loss:0.0009367, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:22:39,178 - [INFO] - [E:234| 600]: Train Loss:0.00093627, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:23:42,134 - [INFO] - [E:234| 700]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:24:45,080 - [INFO] - [E:234| 800]: Train Loss:0.00093572, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:25:48,035 - [INFO] - [E:234| 900]: Train Loss:0.00093568, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:26:51,003 - [INFO] - [E:234| 1000]: Train Loss:0.00093593, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:27:53,945 - [INFO] - [E:234| 1100]: Train Loss:0.00093578, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:28:56,771 - [INFO] - [E:234| 1200]: Train Loss:0.00093601, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:29:59,583 - [INFO] - [E:234| 1300]: Train Loss:0.00093612, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:31:02,400 - [INFO] - [E:234| 1400]: Train Loss:0.00093616, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:32:05,214 - [INFO] - [E:234| 1500]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:33:08,046 - [INFO] - [E:234| 1600]: Train Loss:0.00093646, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:33:49,091 - [INFO] - [Epoch:234]: Training Loss:0.0009364 + +2023-05-10 02:33:49,307 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 02:34:10,610 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 02:34:22,947 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 02:34:44,426 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 02:34:56,645 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.49562, Head : 0.36654, Avg : 0.43108 + +2023-05-10 02:34:56,646 - [INFO] - [Epoch 234]: Training Loss: 0.00093641, Valid MRR: 0.44036, + + + +2023-05-10 02:34:57,290 - [INFO] - [E:235| 0]: Train Loss:0.00091585, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:36:00,262 - [INFO] - [E:235| 100]: Train Loss:0.00093466, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:37:03,053 - [INFO] - [E:235| 200]: Train Loss:0.00093581, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:38:05,837 - [INFO] - [E:235| 300]: Train Loss:0.00093458, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:39:08,649 - [INFO] - [E:235| 400]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:40:11,432 - [INFO] - [E:235| 500]: Train Loss:0.00093461, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:41:14,214 - [INFO] - [E:235| 600]: Train Loss:0.00093527, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:42:16,983 - [INFO] - [E:235| 700]: Train Loss:0.00093561, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:43:19,764 - [INFO] - [E:235| 800]: Train Loss:0.00093605, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:44:22,653 - [INFO] - [E:235| 900]: Train Loss:0.00093595, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:45:25,532 - [INFO] - [E:235| 1000]: Train Loss:0.00093642, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:46:28,412 - [INFO] - [E:235| 1100]: Train Loss:0.0009361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:47:31,284 - [INFO] - [E:235| 1200]: Train Loss:0.00093617, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:48:34,168 - [INFO] - [E:235| 1300]: Train Loss:0.00093611, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:49:37,064 - [INFO] - [E:235| 1400]: Train Loss:0.00093602, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:50:39,955 - [INFO] - [E:235| 1500]: Train Loss:0.00093615, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:51:42,808 - [INFO] - [E:235| 1600]: Train Loss:0.0009361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:52:23,897 - [INFO] - [Epoch:235]: Training Loss:0.0009361 + +2023-05-10 02:52:24,114 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 02:52:45,429 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 02:52:57,817 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 02:53:19,354 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 02:53:31,590 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.50312, Head : 0.36464, Avg : 0.43388 + +2023-05-10 02:53:31,590 - [INFO] - [Epoch 235]: Training Loss: 0.00093611, Valid MRR: 0.44036, + + + +2023-05-10 02:53:32,235 - [INFO] - [E:236| 0]: Train Loss:0.00094671, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:54:35,144 - [INFO] - [E:236| 100]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:55:38,097 - [INFO] - [E:236| 200]: Train Loss:0.00093452, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:56:41,028 - [INFO] - [E:236| 300]: Train Loss:0.00093397, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:57:43,930 - [INFO] - [E:236| 400]: Train Loss:0.00093474, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:58:46,886 - [INFO] - [E:236| 500]: Train Loss:0.00093497, Val MRR:0.44036, wikidata12k_1n +2023-05-10 02:59:49,827 - [INFO] - [E:236| 600]: Train Loss:0.00093503, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:00:52,751 - [INFO] - [E:236| 700]: Train Loss:0.00093555, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:01:55,684 - [INFO] - [E:236| 800]: Train Loss:0.00093613, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:02:58,571 - [INFO] - [E:236| 900]: Train Loss:0.00093597, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:04:01,467 - [INFO] - [E:236| 1000]: Train Loss:0.00093587, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:05:04,365 - [INFO] - [E:236| 1100]: Train Loss:0.00093585, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:06:07,254 - [INFO] - [E:236| 1200]: Train Loss:0.00093583, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:07:10,140 - [INFO] - [E:236| 1300]: Train Loss:0.00093582, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:08:13,058 - [INFO] - [E:236| 1400]: Train Loss:0.00093588, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:09:15,975 - [INFO] - [E:236| 1500]: Train Loss:0.00093583, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:10:18,926 - [INFO] - [E:236| 1600]: Train Loss:0.00093587, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:11:00,028 - [INFO] - [Epoch:236]: Training Loss:0.0009361 + +2023-05-10 03:11:00,244 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 03:11:21,572 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 03:11:33,918 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 03:11:55,440 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 03:12:07,670 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.49757, Head : 0.35649, Avg : 0.42703 + +2023-05-10 03:12:07,670 - [INFO] - [Epoch 236]: Training Loss: 0.00093605, Valid MRR: 0.44036, + + + +2023-05-10 03:12:08,320 - [INFO] - [E:237| 0]: Train Loss:0.0009152, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:13:11,240 - [INFO] - [E:237| 100]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:14:14,120 - [INFO] - [E:237| 200]: Train Loss:0.00093503, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:15:17,000 - [INFO] - [E:237| 300]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:16:19,881 - [INFO] - [E:237| 400]: Train Loss:0.0009357, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:17:22,725 - [INFO] - [E:237| 500]: Train Loss:0.00093574, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:18:25,581 - [INFO] - [E:237| 600]: Train Loss:0.0009357, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:19:28,527 - [INFO] - [E:237| 700]: Train Loss:0.00093545, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:20:31,574 - [INFO] - [E:237| 800]: Train Loss:0.00093606, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:21:34,535 - [INFO] - [E:237| 900]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:22:37,429 - [INFO] - [E:237| 1000]: Train Loss:0.00093602, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:23:40,470 - [INFO] - [E:237| 1100]: Train Loss:0.00093579, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:24:43,286 - [INFO] - [E:237| 1200]: Train Loss:0.0009356, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:25:46,069 - [INFO] - [E:237| 1300]: Train Loss:0.0009358, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:26:48,878 - [INFO] - [E:237| 1400]: Train Loss:0.00093591, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:27:51,762 - [INFO] - [E:237| 1500]: Train Loss:0.00093605, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:28:54,832 - [INFO] - [E:237| 1600]: Train Loss:0.00093601, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:29:35,982 - [INFO] - [Epoch:237]: Training Loss:0.0009361 + +2023-05-10 03:29:36,198 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 03:29:57,529 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 03:30:09,873 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 03:30:31,383 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 03:30:43,618 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.49599, Head : 0.36372, Avg : 0.42985 + +2023-05-10 03:30:43,619 - [INFO] - [Epoch 237]: Training Loss: 0.00093606, Valid MRR: 0.44036, + + + +2023-05-10 03:30:44,280 - [INFO] - [E:238| 0]: Train Loss:0.0009178, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:31:47,107 - [INFO] - [E:238| 100]: Train Loss:0.00093626, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:32:49,896 - [INFO] - [E:238| 200]: Train Loss:0.00093675, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:33:52,769 - [INFO] - [E:238| 300]: Train Loss:0.00093759, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:34:55,548 - [INFO] - [E:238| 400]: Train Loss:0.00093713, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:35:58,369 - [INFO] - [E:238| 500]: Train Loss:0.00093593, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:37:01,439 - [INFO] - [E:238| 600]: Train Loss:0.00093647, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:38:04,399 - [INFO] - [E:238| 700]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:39:07,342 - [INFO] - [E:238| 800]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:40:10,271 - [INFO] - [E:238| 900]: Train Loss:0.00093625, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:41:13,193 - [INFO] - [E:238| 1000]: Train Loss:0.00093619, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:42:16,155 - [INFO] - [E:238| 1100]: Train Loss:0.00093605, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:43:19,110 - [INFO] - [E:238| 1200]: Train Loss:0.0009357, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:44:22,027 - [INFO] - [E:238| 1300]: Train Loss:0.00093563, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:45:25,021 - [INFO] - [E:238| 1400]: Train Loss:0.000936, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:46:27,916 - [INFO] - [E:238| 1500]: Train Loss:0.00093619, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:47:30,808 - [INFO] - [E:238| 1600]: Train Loss:0.00093621, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:48:11,899 - [INFO] - [Epoch:238]: Training Loss:0.0009362 + +2023-05-10 03:48:12,115 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 03:48:33,425 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 03:48:45,770 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 03:49:07,249 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 03:49:19,472 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.49882, Head : 0.36516, Avg : 0.43199 + +2023-05-10 03:49:19,472 - [INFO] - [Epoch 238]: Training Loss: 0.00093619, Valid MRR: 0.44036, + + + +2023-05-10 03:49:20,118 - [INFO] - [E:239| 0]: Train Loss:0.00092011, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:50:22,966 - [INFO] - [E:239| 100]: Train Loss:0.00093708, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:51:25,772 - [INFO] - [E:239| 200]: Train Loss:0.00093672, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:52:28,612 - [INFO] - [E:239| 300]: Train Loss:0.00093776, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:53:31,435 - [INFO] - [E:239| 400]: Train Loss:0.00093759, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:54:34,378 - [INFO] - [E:239| 500]: Train Loss:0.00093718, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:55:37,244 - [INFO] - [E:239| 600]: Train Loss:0.00093713, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:56:40,077 - [INFO] - [E:239| 700]: Train Loss:0.0009372, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:57:42,874 - [INFO] - [E:239| 800]: Train Loss:0.00093709, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:58:45,697 - [INFO] - [E:239| 900]: Train Loss:0.00093632, Val MRR:0.44036, wikidata12k_1n +2023-05-10 03:59:48,577 - [INFO] - [E:239| 1000]: Train Loss:0.0009365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:00:51,510 - [INFO] - [E:239| 1100]: Train Loss:0.00093599, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:01:54,466 - [INFO] - [E:239| 1200]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:02:57,368 - [INFO] - [E:239| 1300]: Train Loss:0.00093628, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:04:00,231 - [INFO] - [E:239| 1400]: Train Loss:0.0009363, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:05:03,100 - [INFO] - [E:239| 1500]: Train Loss:0.00093626, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:06:05,985 - [INFO] - [E:239| 1600]: Train Loss:0.0009361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:06:47,117 - [INFO] - [Epoch:239]: Training Loss:0.0009362 + +2023-05-10 04:06:47,333 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 04:07:08,651 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 04:07:20,988 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 04:07:42,478 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 04:07:54,713 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.50269, Head : 0.36975, Avg : 0.43622 + MR: Tail : 811.99, Head : 916.47, Avg : 864.23 + Hit-1: Tail : 0.42107, Head : 0.27746, Avg : 0.34927 + Hit-3: Tail : 0.54919, Head : 0.41464, Avg : 0.48191 + Hit-10: Tail : 0.65662, Head : 0.55048, Avg : 0.60355 +2023-05-10 04:07:54,714 - [INFO] - [Epoch 239]: Training Loss: 0.00093622, Valid MRR: 0.44036, + + + +2023-05-10 04:07:55,356 - [INFO] - [E:240| 0]: Train Loss:0.00092399, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:08:58,270 - [INFO] - [E:240| 100]: Train Loss:0.00093375, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:10:01,203 - [INFO] - [E:240| 200]: Train Loss:0.00093284, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:11:04,194 - [INFO] - [E:240| 300]: Train Loss:0.00093363, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:12:07,106 - [INFO] - [E:240| 400]: Train Loss:0.00093398, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:13:09,919 - [INFO] - [E:240| 500]: Train Loss:0.0009348, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:14:12,728 - [INFO] - [E:240| 600]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:15:15,926 - [INFO] - [E:240| 700]: Train Loss:0.00093406, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:16:18,729 - [INFO] - [E:240| 800]: Train Loss:0.00093434, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:17:21,532 - [INFO] - [E:240| 900]: Train Loss:0.00093421, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:18:24,404 - [INFO] - [E:240| 1000]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:19:27,290 - [INFO] - [E:240| 1100]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:20:30,199 - [INFO] - [E:240| 1200]: Train Loss:0.00093469, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:21:33,003 - [INFO] - [E:240| 1300]: Train Loss:0.00093515, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:22:35,797 - [INFO] - [E:240| 1400]: Train Loss:0.00093498, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:23:38,729 - [INFO] - [E:240| 1500]: Train Loss:0.00093527, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:24:41,676 - [INFO] - [E:240| 1600]: Train Loss:0.00093551, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:25:22,749 - [INFO] - [Epoch:240]: Training Loss:0.0009357 + +2023-05-10 04:25:22,965 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 04:25:44,331 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 04:25:56,696 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 04:26:18,232 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 04:26:30,503 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.50252, Head : 0.37194, Avg : 0.43723 + +2023-05-10 04:26:30,503 - [INFO] - [Epoch 240]: Training Loss: 0.00093569, Valid MRR: 0.44036, + + + +2023-05-10 04:26:31,148 - [INFO] - [E:241| 0]: Train Loss:0.00094092, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:27:34,048 - [INFO] - [E:241| 100]: Train Loss:0.00093471, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:28:37,071 - [INFO] - [E:241| 200]: Train Loss:0.00093676, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:29:39,970 - [INFO] - [E:241| 300]: Train Loss:0.00093705, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:30:42,787 - [INFO] - [E:241| 400]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:31:45,600 - [INFO] - [E:241| 500]: Train Loss:0.00093515, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:32:48,430 - [INFO] - [E:241| 600]: Train Loss:0.00093501, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:33:51,255 - [INFO] - [E:241| 700]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:34:54,097 - [INFO] - [E:241| 800]: Train Loss:0.00093523, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:35:56,895 - [INFO] - [E:241| 900]: Train Loss:0.00093507, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:36:59,697 - [INFO] - [E:241| 1000]: Train Loss:0.00093505, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:38:02,674 - [INFO] - [E:241| 1100]: Train Loss:0.00093503, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:39:05,563 - [INFO] - [E:241| 1200]: Train Loss:0.00093513, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:40:08,491 - [INFO] - [E:241| 1300]: Train Loss:0.00093526, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:41:11,391 - [INFO] - [E:241| 1400]: Train Loss:0.00093537, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:42:14,289 - [INFO] - [E:241| 1500]: Train Loss:0.00093547, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:43:17,176 - [INFO] - [E:241| 1600]: Train Loss:0.00093538, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:43:58,274 - [INFO] - [Epoch:241]: Training Loss:0.0009355 + +2023-05-10 04:43:58,490 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 04:44:19,808 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 04:44:32,158 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 04:44:53,663 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 04:45:05,882 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.49685, Head : 0.32066, Avg : 0.40875 + +2023-05-10 04:45:05,882 - [INFO] - [Epoch 241]: Training Loss: 0.00093546, Valid MRR: 0.44036, + + + +2023-05-10 04:45:06,525 - [INFO] - [E:242| 0]: Train Loss:0.00096952, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:46:09,441 - [INFO] - [E:242| 100]: Train Loss:0.00093592, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:47:12,273 - [INFO] - [E:242| 200]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:48:15,266 - [INFO] - [E:242| 300]: Train Loss:0.00093536, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:49:18,237 - [INFO] - [E:242| 400]: Train Loss:0.00093656, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:50:21,119 - [INFO] - [E:242| 500]: Train Loss:0.00093662, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:51:24,001 - [INFO] - [E:242| 600]: Train Loss:0.00093672, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:52:26,874 - [INFO] - [E:242| 700]: Train Loss:0.00093661, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:53:30,010 - [INFO] - [E:242| 800]: Train Loss:0.00093622, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:54:32,965 - [INFO] - [E:242| 900]: Train Loss:0.00093653, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:55:35,910 - [INFO] - [E:242| 1000]: Train Loss:0.00093632, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:56:38,862 - [INFO] - [E:242| 1100]: Train Loss:0.00093615, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:57:41,642 - [INFO] - [E:242| 1200]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:58:44,533 - [INFO] - [E:242| 1300]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n +2023-05-10 04:59:47,372 - [INFO] - [E:242| 1400]: Train Loss:0.00093603, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:00:50,409 - [INFO] - [E:242| 1500]: Train Loss:0.00093593, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:01:53,372 - [INFO] - [E:242| 1600]: Train Loss:0.00093575, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:02:34,504 - [INFO] - [Epoch:242]: Training Loss:0.0009358 + +2023-05-10 05:02:34,721 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 05:02:56,047 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 05:03:08,432 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 05:03:29,941 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 05:03:42,167 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.50837, Head : 0.33666, Avg : 0.42251 + +2023-05-10 05:03:42,167 - [INFO] - [Epoch 242]: Training Loss: 0.00093584, Valid MRR: 0.44036, + + + +2023-05-10 05:03:42,811 - [INFO] - [E:243| 0]: Train Loss:0.00095816, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:04:45,626 - [INFO] - [E:243| 100]: Train Loss:0.00093617, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:05:48,450 - [INFO] - [E:243| 200]: Train Loss:0.00093406, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:06:51,260 - [INFO] - [E:243| 300]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:07:54,067 - [INFO] - [E:243| 400]: Train Loss:0.00093387, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:08:56,854 - [INFO] - [E:243| 500]: Train Loss:0.00093402, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:09:59,649 - [INFO] - [E:243| 600]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:11:02,524 - [INFO] - [E:243| 700]: Train Loss:0.00093416, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:12:05,449 - [INFO] - [E:243| 800]: Train Loss:0.00093441, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:13:08,270 - [INFO] - [E:243| 900]: Train Loss:0.00093458, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:14:11,196 - [INFO] - [E:243| 1000]: Train Loss:0.00093462, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:15:14,145 - [INFO] - [E:243| 1100]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:16:17,075 - [INFO] - [E:243| 1200]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:17:19,931 - [INFO] - [E:243| 1300]: Train Loss:0.00093475, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:18:22,779 - [INFO] - [E:243| 1400]: Train Loss:0.00093519, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:19:25,626 - [INFO] - [E:243| 1500]: Train Loss:0.00093525, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:20:28,508 - [INFO] - [E:243| 1600]: Train Loss:0.0009354, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:21:09,567 - [INFO] - [Epoch:243]: Training Loss:0.0009356 + +2023-05-10 05:21:09,785 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 05:21:31,126 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 05:21:43,481 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 05:22:04,985 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 05:22:17,234 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.50685, Head : 0.30465, Avg : 0.40575 + +2023-05-10 05:22:17,234 - [INFO] - [Epoch 243]: Training Loss: 0.00093557, Valid MRR: 0.44036, + + + +2023-05-10 05:22:17,879 - [INFO] - [E:244| 0]: Train Loss:0.00091445, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:23:20,814 - [INFO] - [E:244| 100]: Train Loss:0.00093569, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:24:23,761 - [INFO] - [E:244| 200]: Train Loss:0.00093509, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:25:26,715 - [INFO] - [E:244| 300]: Train Loss:0.00093405, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:26:29,655 - [INFO] - [E:244| 400]: Train Loss:0.00093499, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:27:32,601 - [INFO] - [E:244| 500]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:28:35,526 - [INFO] - [E:244| 600]: Train Loss:0.00093457, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:29:38,529 - [INFO] - [E:244| 700]: Train Loss:0.0009348, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:30:41,349 - [INFO] - [E:244| 800]: Train Loss:0.00093468, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:31:44,160 - [INFO] - [E:244| 900]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:32:46,982 - [INFO] - [E:244| 1000]: Train Loss:0.00093482, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:33:49,754 - [INFO] - [E:244| 1100]: Train Loss:0.00093473, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:34:52,534 - [INFO] - [E:244| 1200]: Train Loss:0.00093475, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:35:55,342 - [INFO] - [E:244| 1300]: Train Loss:0.00093507, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:36:58,142 - [INFO] - [E:244| 1400]: Train Loss:0.00093541, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:38:01,002 - [INFO] - [E:244| 1500]: Train Loss:0.00093551, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:39:03,888 - [INFO] - [E:244| 1600]: Train Loss:0.00093532, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:39:44,943 - [INFO] - [Epoch:244]: Training Loss:0.0009356 + +2023-05-10 05:39:45,158 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 05:40:06,466 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 05:40:18,795 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 05:40:40,290 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 05:40:52,510 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.50068, Head : 0.31761, Avg : 0.40915 + +2023-05-10 05:40:52,510 - [INFO] - [Epoch 244]: Training Loss: 0.00093562, Valid MRR: 0.44036, + + + +2023-05-10 05:40:53,154 - [INFO] - [E:245| 0]: Train Loss:0.00095771, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:41:56,005 - [INFO] - [E:245| 100]: Train Loss:0.00094395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:42:58,825 - [INFO] - [E:245| 200]: Train Loss:0.00093966, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:44:01,673 - [INFO] - [E:245| 300]: Train Loss:0.00093838, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:45:04,516 - [INFO] - [E:245| 400]: Train Loss:0.00093807, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:46:07,396 - [INFO] - [E:245| 500]: Train Loss:0.00093764, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:47:10,357 - [INFO] - [E:245| 600]: Train Loss:0.00093711, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:48:13,184 - [INFO] - [E:245| 700]: Train Loss:0.00093696, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:49:15,998 - [INFO] - [E:245| 800]: Train Loss:0.0009364, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:50:18,870 - [INFO] - [E:245| 900]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:51:21,775 - [INFO] - [E:245| 1000]: Train Loss:0.00093614, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:52:24,689 - [INFO] - [E:245| 1100]: Train Loss:0.00093611, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:53:27,593 - [INFO] - [E:245| 1200]: Train Loss:0.00093589, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:54:30,532 - [INFO] - [E:245| 1300]: Train Loss:0.00093636, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:55:33,598 - [INFO] - [E:245| 1400]: Train Loss:0.00093641, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:56:36,587 - [INFO] - [E:245| 1500]: Train Loss:0.00093625, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:57:39,509 - [INFO] - [E:245| 1600]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n +2023-05-10 05:58:20,680 - [INFO] - [Epoch:245]: Training Loss:0.0009362 + +2023-05-10 05:58:20,897 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 05:58:42,222 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 05:58:54,565 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 05:59:16,053 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 05:59:28,278 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.50339, Head : 0.37113, Avg : 0.43726 + +2023-05-10 05:59:28,278 - [INFO] - [Epoch 245]: Training Loss: 0.00093621, Valid MRR: 0.44036, + + + +2023-05-10 05:59:28,923 - [INFO] - [E:246| 0]: Train Loss:0.00091395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:00:31,823 - [INFO] - [E:246| 100]: Train Loss:0.00093326, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:01:34,742 - [INFO] - [E:246| 200]: Train Loss:0.00093512, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:02:37,634 - [INFO] - [E:246| 300]: Train Loss:0.00093629, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:03:40,500 - [INFO] - [E:246| 400]: Train Loss:0.00093589, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:04:43,510 - [INFO] - [E:246| 500]: Train Loss:0.00093504, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:05:46,461 - [INFO] - [E:246| 600]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:06:49,441 - [INFO] - [E:246| 700]: Train Loss:0.00093407, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:07:52,372 - [INFO] - [E:246| 800]: Train Loss:0.00093421, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:08:55,246 - [INFO] - [E:246| 900]: Train Loss:0.00093403, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:09:58,230 - [INFO] - [E:246| 1000]: Train Loss:0.00093425, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:11:01,267 - [INFO] - [E:246| 1100]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:12:04,206 - [INFO] - [E:246| 1200]: Train Loss:0.00093473, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:13:07,238 - [INFO] - [E:246| 1300]: Train Loss:0.00093478, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:14:10,193 - [INFO] - [E:246| 1400]: Train Loss:0.00093488, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:15:13,162 - [INFO] - [E:246| 1500]: Train Loss:0.00093491, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:16:16,051 - [INFO] - [E:246| 1600]: Train Loss:0.00093501, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:16:57,163 - [INFO] - [Epoch:246]: Training Loss:0.0009352 + +2023-05-10 06:16:57,379 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 06:17:18,705 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 06:17:31,062 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 06:17:52,555 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 06:18:04,784 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.49812, Head : 0.34086, Avg : 0.41949 + +2023-05-10 06:18:04,784 - [INFO] - [Epoch 246]: Training Loss: 0.00093521, Valid MRR: 0.44036, + + + +2023-05-10 06:18:05,428 - [INFO] - [E:247| 0]: Train Loss:0.00093281, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:19:08,369 - [INFO] - [E:247| 100]: Train Loss:0.00093598, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:20:11,307 - [INFO] - [E:247| 200]: Train Loss:0.00093532, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:21:14,327 - [INFO] - [E:247| 300]: Train Loss:0.00093459, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:22:17,304 - [INFO] - [E:247| 400]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:23:20,278 - [INFO] - [E:247| 500]: Train Loss:0.00093418, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:24:23,252 - [INFO] - [E:247| 600]: Train Loss:0.0009337, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:25:26,189 - [INFO] - [E:247| 700]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:26:29,164 - [INFO] - [E:247| 800]: Train Loss:0.0009335, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:27:32,134 - [INFO] - [E:247| 900]: Train Loss:0.00093358, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:28:35,089 - [INFO] - [E:247| 1000]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:29:38,083 - [INFO] - [E:247| 1100]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:30:41,080 - [INFO] - [E:247| 1200]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:31:43,931 - [INFO] - [E:247| 1300]: Train Loss:0.00093454, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:32:46,830 - [INFO] - [E:247| 1400]: Train Loss:0.0009345, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:33:49,755 - [INFO] - [E:247| 1500]: Train Loss:0.00093477, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:34:52,654 - [INFO] - [E:247| 1600]: Train Loss:0.00093481, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:35:33,806 - [INFO] - [Epoch:247]: Training Loss:0.000935 + +2023-05-10 06:35:34,024 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 06:35:55,366 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 06:36:07,728 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 06:36:29,266 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 06:36:41,516 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.49972, Head : 0.3089, Avg : 0.40431 + +2023-05-10 06:36:41,516 - [INFO] - [Epoch 247]: Training Loss: 0.00093496, Valid MRR: 0.44036, + + + +2023-05-10 06:36:42,161 - [INFO] - [E:248| 0]: Train Loss:0.00093573, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:37:45,148 - [INFO] - [E:248| 100]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:38:48,122 - [INFO] - [E:248| 200]: Train Loss:0.00093422, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:39:51,238 - [INFO] - [E:248| 300]: Train Loss:0.00093425, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:40:54,208 - [INFO] - [E:248| 400]: Train Loss:0.00093445, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:41:57,146 - [INFO] - [E:248| 500]: Train Loss:0.00093481, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:43:00,137 - [INFO] - [E:248| 600]: Train Loss:0.00093463, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:44:03,125 - [INFO] - [E:248| 700]: Train Loss:0.00093489, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:45:06,106 - [INFO] - [E:248| 800]: Train Loss:0.00093473, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:46:09,007 - [INFO] - [E:248| 900]: Train Loss:0.00093454, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:47:11,879 - [INFO] - [E:248| 1000]: Train Loss:0.00093486, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:48:14,929 - [INFO] - [E:248| 1100]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:49:17,939 - [INFO] - [E:248| 1200]: Train Loss:0.00093524, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:50:20,916 - [INFO] - [E:248| 1300]: Train Loss:0.00093541, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:51:23,852 - [INFO] - [E:248| 1400]: Train Loss:0.00093555, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:52:26,785 - [INFO] - [E:248| 1500]: Train Loss:0.00093545, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:53:29,676 - [INFO] - [E:248| 1600]: Train Loss:0.00093536, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:54:10,787 - [INFO] - [Epoch:248]: Training Loss:0.0009353 + +2023-05-10 06:54:11,004 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 06:54:32,350 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 06:54:44,706 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 06:55:06,213 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 06:55:18,445 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.49628, Head : 0.36074, Avg : 0.42851 + +2023-05-10 06:55:18,446 - [INFO] - [Epoch 248]: Training Loss: 0.00093534, Valid MRR: 0.44036, + + + +2023-05-10 06:55:19,087 - [INFO] - [E:249| 0]: Train Loss:0.00090924, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:56:22,025 - [INFO] - [E:249| 100]: Train Loss:0.00092939, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:57:25,029 - [INFO] - [E:249| 200]: Train Loss:0.0009327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:58:27,979 - [INFO] - [E:249| 300]: Train Loss:0.00093257, Val MRR:0.44036, wikidata12k_1n +2023-05-10 06:59:30,922 - [INFO] - [E:249| 400]: Train Loss:0.00093305, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:00:33,920 - [INFO] - [E:249| 500]: Train Loss:0.00093355, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:01:36,912 - [INFO] - [E:249| 600]: Train Loss:0.00093403, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:02:39,905 - [INFO] - [E:249| 700]: Train Loss:0.0009341, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:03:42,834 - [INFO] - [E:249| 800]: Train Loss:0.00093404, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:04:45,737 - [INFO] - [E:249| 900]: Train Loss:0.0009339, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:05:48,766 - [INFO] - [E:249| 1000]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:06:51,671 - [INFO] - [E:249| 1100]: Train Loss:0.00093404, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:07:54,603 - [INFO] - [E:249| 1200]: Train Loss:0.00093438, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:08:57,500 - [INFO] - [E:249| 1300]: Train Loss:0.00093447, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:10:00,387 - [INFO] - [E:249| 1400]: Train Loss:0.00093461, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:11:03,320 - [INFO] - [E:249| 1500]: Train Loss:0.00093476, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:12:06,249 - [INFO] - [E:249| 1600]: Train Loss:0.0009348, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:12:47,406 - [INFO] - [Epoch:249]: Training Loss:0.0009348 + +2023-05-10 07:12:47,623 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 07:13:08,976 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 07:13:21,350 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 07:13:42,886 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 07:13:55,134 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.49882, Head : 0.31503, Avg : 0.40692 + MR: Tail : 800.82, Head : 924.52, Avg : 862.67 + Hit-1: Tail : 0.41479, Head : 0.21254, Avg : 0.31366 + Hit-3: Tail : 0.54676, Head : 0.35872, Avg : 0.45274 + Hit-10: Tail : 0.65286, Head : 0.52024, Avg : 0.58655 +2023-05-10 07:13:55,135 - [INFO] - [Epoch 249]: Training Loss: 0.00093481, Valid MRR: 0.44036, + + + +2023-05-10 07:13:55,779 - [INFO] - [E:250| 0]: Train Loss:0.00091856, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:14:58,825 - [INFO] - [E:250| 100]: Train Loss:0.00093394, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:16:01,773 - [INFO] - [E:250| 200]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:17:04,753 - [INFO] - [E:250| 300]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:18:07,682 - [INFO] - [E:250| 400]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:19:10,605 - [INFO] - [E:250| 500]: Train Loss:0.00093345, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:20:13,496 - [INFO] - [E:250| 600]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:21:16,363 - [INFO] - [E:250| 700]: Train Loss:0.00093412, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:22:19,328 - [INFO] - [E:250| 800]: Train Loss:0.00093431, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:23:22,353 - [INFO] - [E:250| 900]: Train Loss:0.00093475, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:24:25,347 - [INFO] - [E:250| 1000]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:25:28,324 - [INFO] - [E:250| 1100]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:26:31,314 - [INFO] - [E:250| 1200]: Train Loss:0.00093454, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:27:34,318 - [INFO] - [E:250| 1300]: Train Loss:0.00093457, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:28:37,318 - [INFO] - [E:250| 1400]: Train Loss:0.0009346, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:29:40,320 - [INFO] - [E:250| 1500]: Train Loss:0.00093453, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:30:43,292 - [INFO] - [E:250| 1600]: Train Loss:0.00093459, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:31:24,444 - [INFO] - [Epoch:250]: Training Loss:0.0009346 + +2023-05-10 07:31:24,662 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 07:31:46,028 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 07:31:58,418 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 07:32:19,945 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 07:32:32,199 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.49799, Head : 0.3027, Avg : 0.40035 + +2023-05-10 07:32:32,199 - [INFO] - [Epoch 250]: Training Loss: 0.00093465, Valid MRR: 0.44036, + + + +2023-05-10 07:32:32,842 - [INFO] - [E:251| 0]: Train Loss:0.00094007, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:33:35,790 - [INFO] - [E:251| 100]: Train Loss:0.00093703, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:34:38,721 - [INFO] - [E:251| 200]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:35:41,694 - [INFO] - [E:251| 300]: Train Loss:0.00093587, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:36:44,611 - [INFO] - [E:251| 400]: Train Loss:0.00093468, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:37:47,564 - [INFO] - [E:251| 500]: Train Loss:0.00093518, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:38:50,519 - [INFO] - [E:251| 600]: Train Loss:0.00093516, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:39:53,533 - [INFO] - [E:251| 700]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:40:56,603 - [INFO] - [E:251| 800]: Train Loss:0.00093563, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:41:59,602 - [INFO] - [E:251| 900]: Train Loss:0.00093524, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:43:02,635 - [INFO] - [E:251| 1000]: Train Loss:0.00093521, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:44:05,587 - [INFO] - [E:251| 1100]: Train Loss:0.00093525, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:45:08,544 - [INFO] - [E:251| 1200]: Train Loss:0.00093543, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:46:11,491 - [INFO] - [E:251| 1300]: Train Loss:0.0009353, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:47:14,435 - [INFO] - [E:251| 1400]: Train Loss:0.00093526, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:48:17,379 - [INFO] - [E:251| 1500]: Train Loss:0.00093522, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:49:20,341 - [INFO] - [E:251| 1600]: Train Loss:0.00093514, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:50:01,478 - [INFO] - [Epoch:251]: Training Loss:0.0009351 + +2023-05-10 07:50:01,694 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 07:50:23,035 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 07:50:35,391 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 07:50:56,891 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 07:51:09,126 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.49695, Head : 0.36634, Avg : 0.43164 + +2023-05-10 07:51:09,126 - [INFO] - [Epoch 251]: Training Loss: 0.00093506, Valid MRR: 0.44036, + + + +2023-05-10 07:51:09,768 - [INFO] - [E:252| 0]: Train Loss:0.00091916, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:52:12,717 - [INFO] - [E:252| 100]: Train Loss:0.00093288, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:53:15,715 - [INFO] - [E:252| 200]: Train Loss:0.00093421, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:54:18,681 - [INFO] - [E:252| 300]: Train Loss:0.0009362, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:55:21,646 - [INFO] - [E:252| 400]: Train Loss:0.0009355, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:56:24,607 - [INFO] - [E:252| 500]: Train Loss:0.00093565, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:57:27,600 - [INFO] - [E:252| 600]: Train Loss:0.00093505, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:58:30,696 - [INFO] - [E:252| 700]: Train Loss:0.0009353, Val MRR:0.44036, wikidata12k_1n +2023-05-10 07:59:33,665 - [INFO] - [E:252| 800]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:00:36,686 - [INFO] - [E:252| 900]: Train Loss:0.00093547, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:01:39,616 - [INFO] - [E:252| 1000]: Train Loss:0.00093543, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:02:42,605 - [INFO] - [E:252| 1100]: Train Loss:0.0009352, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:03:45,515 - [INFO] - [E:252| 1200]: Train Loss:0.00093511, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:04:48,435 - [INFO] - [E:252| 1300]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:05:51,271 - [INFO] - [E:252| 1400]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:06:54,319 - [INFO] - [E:252| 1500]: Train Loss:0.00093483, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:07:57,193 - [INFO] - [E:252| 1600]: Train Loss:0.00093501, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:08:38,385 - [INFO] - [Epoch:252]: Training Loss:0.0009351 + +2023-05-10 08:08:38,602 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 08:08:59,947 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 08:09:12,306 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 08:09:33,835 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 08:09:46,082 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.50462, Head : 0.34129, Avg : 0.42296 + +2023-05-10 08:09:46,082 - [INFO] - [Epoch 252]: Training Loss: 0.00093505, Valid MRR: 0.44036, + + + +2023-05-10 08:09:46,725 - [INFO] - [E:253| 0]: Train Loss:0.00092042, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:10:49,676 - [INFO] - [E:253| 100]: Train Loss:0.0009367, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:11:52,611 - [INFO] - [E:253| 200]: Train Loss:0.00093595, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:12:55,652 - [INFO] - [E:253| 300]: Train Loss:0.00093654, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:13:58,589 - [INFO] - [E:253| 400]: Train Loss:0.00093598, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:15:01,521 - [INFO] - [E:253| 500]: Train Loss:0.00093535, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:16:04,542 - [INFO] - [E:253| 600]: Train Loss:0.00093563, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:17:07,534 - [INFO] - [E:253| 700]: Train Loss:0.00093545, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:18:10,474 - [INFO] - [E:253| 800]: Train Loss:0.00093547, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:19:13,471 - [INFO] - [E:253| 900]: Train Loss:0.00093512, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:20:16,438 - [INFO] - [E:253| 1000]: Train Loss:0.00093511, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:21:19,409 - [INFO] - [E:253| 1100]: Train Loss:0.00093486, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:22:22,377 - [INFO] - [E:253| 1200]: Train Loss:0.00093488, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:23:25,329 - [INFO] - [E:253| 1300]: Train Loss:0.00093491, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:24:28,304 - [INFO] - [E:253| 1400]: Train Loss:0.00093493, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:25:31,180 - [INFO] - [E:253| 1500]: Train Loss:0.00093464, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:26:34,143 - [INFO] - [E:253| 1600]: Train Loss:0.00093459, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:27:15,254 - [INFO] - [Epoch:253]: Training Loss:0.0009345 + +2023-05-10 08:27:15,472 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 08:27:36,798 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 08:27:49,145 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 08:28:10,639 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 08:28:22,883 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.50114, Head : 0.32097, Avg : 0.41106 + +2023-05-10 08:28:22,883 - [INFO] - [Epoch 253]: Training Loss: 0.0009345, Valid MRR: 0.44036, + + + +2023-05-10 08:28:23,527 - [INFO] - [E:254| 0]: Train Loss:0.00092457, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:29:26,467 - [INFO] - [E:254| 100]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:30:29,381 - [INFO] - [E:254| 200]: Train Loss:0.00093597, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:31:32,311 - [INFO] - [E:254| 300]: Train Loss:0.00093527, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:32:35,229 - [INFO] - [E:254| 400]: Train Loss:0.00093526, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:33:38,198 - [INFO] - [E:254| 500]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:34:41,136 - [INFO] - [E:254| 600]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:35:44,138 - [INFO] - [E:254| 700]: Train Loss:0.00093533, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:36:47,038 - [INFO] - [E:254| 800]: Train Loss:0.00093474, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:37:50,069 - [INFO] - [E:254| 900]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:38:52,994 - [INFO] - [E:254| 1000]: Train Loss:0.00093515, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:39:55,913 - [INFO] - [E:254| 1100]: Train Loss:0.00093533, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:40:58,918 - [INFO] - [E:254| 1200]: Train Loss:0.00093523, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:42:02,013 - [INFO] - [E:254| 1300]: Train Loss:0.00093496, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:43:05,010 - [INFO] - [E:254| 1400]: Train Loss:0.00093479, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:44:08,008 - [INFO] - [E:254| 1500]: Train Loss:0.00093477, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:45:10,953 - [INFO] - [E:254| 1600]: Train Loss:0.00093467, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:45:52,092 - [INFO] - [Epoch:254]: Training Loss:0.0009347 + +2023-05-10 08:45:52,309 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 08:46:13,634 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 08:46:25,983 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 08:46:47,478 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 08:46:59,704 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.4943, Head : 0.3092, Avg : 0.40175 + +2023-05-10 08:46:59,704 - [INFO] - [Epoch 254]: Training Loss: 0.00093467, Valid MRR: 0.44036, + + + +2023-05-10 08:47:00,352 - [INFO] - [E:255| 0]: Train Loss:0.00093036, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:48:03,268 - [INFO] - [E:255| 100]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:49:06,188 - [INFO] - [E:255| 200]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:50:09,098 - [INFO] - [E:255| 300]: Train Loss:0.00093276, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:51:12,090 - [INFO] - [E:255| 400]: Train Loss:0.00093296, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:52:14,989 - [INFO] - [E:255| 500]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:53:17,937 - [INFO] - [E:255| 600]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:54:20,900 - [INFO] - [E:255| 700]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:55:23,885 - [INFO] - [E:255| 800]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:56:26,806 - [INFO] - [E:255| 900]: Train Loss:0.00093369, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:57:29,775 - [INFO] - [E:255| 1000]: Train Loss:0.00093367, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:58:32,684 - [INFO] - [E:255| 1100]: Train Loss:0.00093402, Val MRR:0.44036, wikidata12k_1n +2023-05-10 08:59:35,632 - [INFO] - [E:255| 1200]: Train Loss:0.000934, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:00:39,042 - [INFO] - [E:255| 1300]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:01:43,240 - [INFO] - [E:255| 1400]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:02:47,567 - [INFO] - [E:255| 1500]: Train Loss:0.00093449, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:03:51,142 - [INFO] - [E:255| 1600]: Train Loss:0.00093445, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:04:32,296 - [INFO] - [Epoch:255]: Training Loss:0.0009344 + +2023-05-10 09:04:32,512 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 09:04:53,843 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 09:05:06,192 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 09:05:27,701 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 09:05:39,928 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.49664, Head : 0.36276, Avg : 0.4297 + +2023-05-10 09:05:39,928 - [INFO] - [Epoch 255]: Training Loss: 0.00093437, Valid MRR: 0.44036, + + + +2023-05-10 09:05:40,570 - [INFO] - [E:256| 0]: Train Loss:0.00099016, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:06:43,473 - [INFO] - [E:256| 100]: Train Loss:0.00093345, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:07:46,416 - [INFO] - [E:256| 200]: Train Loss:0.00093332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:08:49,428 - [INFO] - [E:256| 300]: Train Loss:0.00093431, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:09:52,374 - [INFO] - [E:256| 400]: Train Loss:0.00093573, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:10:55,344 - [INFO] - [E:256| 500]: Train Loss:0.00093621, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:11:58,306 - [INFO] - [E:256| 600]: Train Loss:0.00093537, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:13:01,286 - [INFO] - [E:256| 700]: Train Loss:0.00093472, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:14:04,258 - [INFO] - [E:256| 800]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:15:07,634 - [INFO] - [E:256| 900]: Train Loss:0.00093479, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:16:11,985 - [INFO] - [E:256| 1000]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:17:16,389 - [INFO] - [E:256| 1100]: Train Loss:0.00093474, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:18:20,519 - [INFO] - [E:256| 1200]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:19:23,428 - [INFO] - [E:256| 1300]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:20:26,355 - [INFO] - [E:256| 1400]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:21:29,770 - [INFO] - [E:256| 1500]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:22:32,820 - [INFO] - [E:256| 1600]: Train Loss:0.00093445, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:23:13,966 - [INFO] - [Epoch:256]: Training Loss:0.0009345 + +2023-05-10 09:23:14,184 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 09:23:35,519 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 09:23:47,869 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 09:24:09,360 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 09:24:21,600 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.49641, Head : 0.33073, Avg : 0.41357 + +2023-05-10 09:24:21,600 - [INFO] - [Epoch 256]: Training Loss: 0.00093451, Valid MRR: 0.44036, + + + +2023-05-10 09:24:22,245 - [INFO] - [E:257| 0]: Train Loss:0.0009248, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:25:25,176 - [INFO] - [E:257| 100]: Train Loss:0.00093439, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:26:28,099 - [INFO] - [E:257| 200]: Train Loss:0.00093401, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:27:31,011 - [INFO] - [E:257| 300]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:28:33,905 - [INFO] - [E:257| 400]: Train Loss:0.00093366, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:29:36,778 - [INFO] - [E:257| 500]: Train Loss:0.00093342, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:30:39,662 - [INFO] - [E:257| 600]: Train Loss:0.00093391, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:31:42,550 - [INFO] - [E:257| 700]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:32:45,493 - [INFO] - [E:257| 800]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:33:48,501 - [INFO] - [E:257| 900]: Train Loss:0.00093434, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:34:51,475 - [INFO] - [E:257| 1000]: Train Loss:0.00093425, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:35:54,429 - [INFO] - [E:257| 1100]: Train Loss:0.00093418, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:36:57,289 - [INFO] - [E:257| 1200]: Train Loss:0.0009346, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:38:00,184 - [INFO] - [E:257| 1300]: Train Loss:0.00093471, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:39:03,158 - [INFO] - [E:257| 1400]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:40:06,080 - [INFO] - [E:257| 1500]: Train Loss:0.00093427, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:41:08,953 - [INFO] - [E:257| 1600]: Train Loss:0.00093435, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:41:49,996 - [INFO] - [Epoch:257]: Training Loss:0.0009343 + +2023-05-10 09:41:50,213 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 09:42:11,526 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 09:42:23,867 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 09:42:45,356 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 09:42:57,577 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.4972, Head : 0.37134, Avg : 0.43427 + +2023-05-10 09:42:57,577 - [INFO] - [Epoch 257]: Training Loss: 0.00093426, Valid MRR: 0.44036, + + + +2023-05-10 09:42:58,221 - [INFO] - [E:258| 0]: Train Loss:0.00092923, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:44:01,084 - [INFO] - [E:258| 100]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:45:04,119 - [INFO] - [E:258| 200]: Train Loss:0.00093238, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:46:06,998 - [INFO] - [E:258| 300]: Train Loss:0.00093433, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:47:09,953 - [INFO] - [E:258| 400]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:48:12,929 - [INFO] - [E:258| 500]: Train Loss:0.000934, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:49:15,833 - [INFO] - [E:258| 600]: Train Loss:0.00093358, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:50:19,992 - [INFO] - [E:258| 700]: Train Loss:0.00093401, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:51:24,238 - [INFO] - [E:258| 800]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:52:28,629 - [INFO] - [E:258| 900]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:53:31,783 - [INFO] - [E:258| 1000]: Train Loss:0.00093382, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:54:34,714 - [INFO] - [E:258| 1100]: Train Loss:0.0009338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:55:37,956 - [INFO] - [E:258| 1200]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:56:42,140 - [INFO] - [E:258| 1300]: Train Loss:0.00093381, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:57:45,530 - [INFO] - [E:258| 1400]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:58:48,495 - [INFO] - [E:258| 1500]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 09:59:51,463 - [INFO] - [E:258| 1600]: Train Loss:0.00093416, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:00:32,582 - [INFO] - [Epoch:258]: Training Loss:0.0009342 + +2023-05-10 10:00:32,798 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 10:00:54,099 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 10:01:06,433 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 10:01:27,942 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 10:01:40,168 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.49645, Head : 0.36294, Avg : 0.42969 + +2023-05-10 10:01:40,168 - [INFO] - [Epoch 258]: Training Loss: 0.00093424, Valid MRR: 0.44036, + + + +2023-05-10 10:01:40,818 - [INFO] - [E:259| 0]: Train Loss:0.00093815, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:02:43,828 - [INFO] - [E:259| 100]: Train Loss:0.000933, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:03:46,740 - [INFO] - [E:259| 200]: Train Loss:0.00093265, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:04:49,694 - [INFO] - [E:259| 300]: Train Loss:0.0009325, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:05:52,689 - [INFO] - [E:259| 400]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:06:55,672 - [INFO] - [E:259| 500]: Train Loss:0.00093363, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:07:58,628 - [INFO] - [E:259| 600]: Train Loss:0.00093334, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:09:01,540 - [INFO] - [E:259| 700]: Train Loss:0.0009334, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:10:04,360 - [INFO] - [E:259| 800]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:11:07,410 - [INFO] - [E:259| 900]: Train Loss:0.0009334, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:12:10,394 - [INFO] - [E:259| 1000]: Train Loss:0.0009337, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:13:13,387 - [INFO] - [E:259| 1100]: Train Loss:0.00093391, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:14:16,359 - [INFO] - [E:259| 1200]: Train Loss:0.00093411, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:15:19,297 - [INFO] - [E:259| 1300]: Train Loss:0.00093409, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:16:22,242 - [INFO] - [E:259| 1400]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:17:25,196 - [INFO] - [E:259| 1500]: Train Loss:0.00093412, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:18:28,135 - [INFO] - [E:259| 1600]: Train Loss:0.00093404, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:19:09,266 - [INFO] - [Epoch:259]: Training Loss:0.000934 + +2023-05-10 10:19:09,482 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 10:19:30,805 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 10:19:43,131 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 10:20:04,575 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 10:20:16,790 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.5062, Head : 0.34036, Avg : 0.42328 + MR: Tail : 808.14, Head : 907.72, Avg : 857.93 + Hit-1: Tail : 0.4231, Head : 0.22857, Avg : 0.32584 + Hit-3: Tail : 0.55542, Head : 0.39875, Avg : 0.47709 + Hit-10: Tail : 0.6583, Head : 0.55542, Avg : 0.60686 +2023-05-10 10:20:16,790 - [INFO] - [Epoch 259]: Training Loss: 0.00093398, Valid MRR: 0.44036, + + + +2023-05-10 10:20:17,436 - [INFO] - [E:260| 0]: Train Loss:0.00092712, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:21:20,223 - [INFO] - [E:260| 100]: Train Loss:0.00093297, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:22:23,046 - [INFO] - [E:260| 200]: Train Loss:0.00093181, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:23:25,834 - [INFO] - [E:260| 300]: Train Loss:0.000931, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:24:28,675 - [INFO] - [E:260| 400]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:25:31,550 - [INFO] - [E:260| 500]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:26:34,495 - [INFO] - [E:260| 600]: Train Loss:0.00093239, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:27:37,398 - [INFO] - [E:260| 700]: Train Loss:0.00093285, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:28:40,325 - [INFO] - [E:260| 800]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:29:43,220 - [INFO] - [E:260| 900]: Train Loss:0.00093276, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:30:46,149 - [INFO] - [E:260| 1000]: Train Loss:0.00093314, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:31:49,110 - [INFO] - [E:260| 1100]: Train Loss:0.00093356, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:32:52,033 - [INFO] - [E:260| 1200]: Train Loss:0.00093382, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:33:54,953 - [INFO] - [E:260| 1300]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:34:57,795 - [INFO] - [E:260| 1400]: Train Loss:0.00093376, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:36:00,614 - [INFO] - [E:260| 1500]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:37:03,612 - [INFO] - [E:260| 1600]: Train Loss:0.00093396, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:37:44,734 - [INFO] - [Epoch:260]: Training Loss:0.0009339 + +2023-05-10 10:37:44,949 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 10:38:06,260 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 10:38:18,597 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 10:38:40,072 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 10:38:52,283 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.50118, Head : 0.34956, Avg : 0.42537 + +2023-05-10 10:38:52,283 - [INFO] - [Epoch 260]: Training Loss: 0.00093387, Valid MRR: 0.44036, + + + +2023-05-10 10:38:52,924 - [INFO] - [E:261| 0]: Train Loss:0.00092467, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:39:55,828 - [INFO] - [E:261| 100]: Train Loss:0.00093235, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:40:58,600 - [INFO] - [E:261| 200]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:42:01,413 - [INFO] - [E:261| 300]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:43:04,263 - [INFO] - [E:261| 400]: Train Loss:0.00093347, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:44:07,192 - [INFO] - [E:261| 500]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:45:10,146 - [INFO] - [E:261| 600]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:46:13,097 - [INFO] - [E:261| 700]: Train Loss:0.00093287, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:47:15,987 - [INFO] - [E:261| 800]: Train Loss:0.00093302, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:48:18,850 - [INFO] - [E:261| 900]: Train Loss:0.00093337, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:49:21,655 - [INFO] - [E:261| 1000]: Train Loss:0.00093317, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:50:24,461 - [INFO] - [E:261| 1100]: Train Loss:0.00093324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:51:27,301 - [INFO] - [E:261| 1200]: Train Loss:0.00093339, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:52:30,202 - [INFO] - [E:261| 1300]: Train Loss:0.00093354, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:53:33,149 - [INFO] - [E:261| 1400]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:54:36,071 - [INFO] - [E:261| 1500]: Train Loss:0.00093375, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:55:38,954 - [INFO] - [E:261| 1600]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:56:20,012 - [INFO] - [Epoch:261]: Training Loss:0.0009339 + +2023-05-10 10:56:20,227 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 10:56:41,520 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 10:56:53,849 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 10:57:15,332 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 10:57:27,546 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.49525, Head : 0.34072, Avg : 0.41799 + +2023-05-10 10:57:27,547 - [INFO] - [Epoch 261]: Training Loss: 0.00093394, Valid MRR: 0.44036, + + + +2023-05-10 10:57:28,190 - [INFO] - [E:262| 0]: Train Loss:0.00094535, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:58:31,055 - [INFO] - [E:262| 100]: Train Loss:0.00093637, Val MRR:0.44036, wikidata12k_1n +2023-05-10 10:59:33,831 - [INFO] - [E:262| 200]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:00:36,682 - [INFO] - [E:262| 300]: Train Loss:0.00093378, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:01:39,592 - [INFO] - [E:262| 400]: Train Loss:0.00093379, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:02:42,426 - [INFO] - [E:262| 500]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:03:45,378 - [INFO] - [E:262| 600]: Train Loss:0.00093326, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:04:48,286 - [INFO] - [E:262| 700]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:05:51,232 - [INFO] - [E:262| 800]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:06:54,186 - [INFO] - [E:262| 900]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:07:57,080 - [INFO] - [E:262| 1000]: Train Loss:0.0009332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:08:59,900 - [INFO] - [E:262| 1100]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:10:02,696 - [INFO] - [E:262| 1200]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:11:05,556 - [INFO] - [E:262| 1300]: Train Loss:0.00093306, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:12:08,520 - [INFO] - [E:262| 1400]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:13:11,395 - [INFO] - [E:262| 1500]: Train Loss:0.00093301, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:14:14,201 - [INFO] - [E:262| 1600]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:14:55,282 - [INFO] - [Epoch:262]: Training Loss:0.0009337 + +2023-05-10 11:14:55,498 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 11:15:16,776 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 11:15:29,091 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 11:15:50,535 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 11:16:02,742 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.49903, Head : 0.37429, Avg : 0.43666 + +2023-05-10 11:16:02,743 - [INFO] - [Epoch 262]: Training Loss: 0.00093368, Valid MRR: 0.44036, + + + +2023-05-10 11:16:03,387 - [INFO] - [E:263| 0]: Train Loss:0.00095827, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:17:06,305 - [INFO] - [E:263| 100]: Train Loss:0.00093139, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:18:09,101 - [INFO] - [E:263| 200]: Train Loss:0.00093364, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:19:11,920 - [INFO] - [E:263| 300]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:20:14,744 - [INFO] - [E:263| 400]: Train Loss:0.00093316, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:21:17,584 - [INFO] - [E:263| 500]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:22:20,469 - [INFO] - [E:263| 600]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:23:23,370 - [INFO] - [E:263| 700]: Train Loss:0.00093301, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:24:26,243 - [INFO] - [E:263| 800]: Train Loss:0.00093296, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:25:29,146 - [INFO] - [E:263| 900]: Train Loss:0.00093309, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:26:32,075 - [INFO] - [E:263| 1000]: Train Loss:0.00093294, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:27:35,004 - [INFO] - [E:263| 1100]: Train Loss:0.00093324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:28:37,902 - [INFO] - [E:263| 1200]: Train Loss:0.00093318, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:29:40,878 - [INFO] - [E:263| 1300]: Train Loss:0.00093332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:30:43,798 - [INFO] - [E:263| 1400]: Train Loss:0.00093336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:31:46,740 - [INFO] - [E:263| 1500]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:32:49,698 - [INFO] - [E:263| 1600]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:33:30,817 - [INFO] - [Epoch:263]: Training Loss:0.0009335 + +2023-05-10 11:33:31,033 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 11:33:52,379 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 11:34:04,758 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 11:34:26,305 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 11:34:38,552 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.50103, Head : 0.36998, Avg : 0.4355 + +2023-05-10 11:34:38,552 - [INFO] - [Epoch 263]: Training Loss: 0.00093346, Valid MRR: 0.44036, + + + +2023-05-10 11:34:39,196 - [INFO] - [E:264| 0]: Train Loss:0.00091634, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:35:42,165 - [INFO] - [E:264| 100]: Train Loss:0.00093232, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:36:45,111 - [INFO] - [E:264| 200]: Train Loss:0.00093205, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:37:48,062 - [INFO] - [E:264| 300]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:38:51,069 - [INFO] - [E:264| 400]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:39:54,038 - [INFO] - [E:264| 500]: Train Loss:0.00093293, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:40:56,915 - [INFO] - [E:264| 600]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:41:59,984 - [INFO] - [E:264| 700]: Train Loss:0.00093335, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:43:02,951 - [INFO] - [E:264| 800]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:44:05,889 - [INFO] - [E:264| 900]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:45:08,786 - [INFO] - [E:264| 1000]: Train Loss:0.00093313, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:46:11,685 - [INFO] - [E:264| 1100]: Train Loss:0.00093307, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:47:14,761 - [INFO] - [E:264| 1200]: Train Loss:0.00093335, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:48:17,652 - [INFO] - [E:264| 1300]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:49:20,579 - [INFO] - [E:264| 1400]: Train Loss:0.0009338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:50:23,509 - [INFO] - [E:264| 1500]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:51:26,476 - [INFO] - [E:264| 1600]: Train Loss:0.00093377, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:52:07,623 - [INFO] - [Epoch:264]: Training Loss:0.0009337 + +2023-05-10 11:52:07,840 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 11:52:29,158 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 11:52:41,502 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 11:53:03,003 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 11:53:15,239 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.49919, Head : 0.37296, Avg : 0.43608 + +2023-05-10 11:53:15,239 - [INFO] - [Epoch 264]: Training Loss: 0.0009337, Valid MRR: 0.44036, + + + +2023-05-10 11:53:15,884 - [INFO] - [E:265| 0]: Train Loss:0.0009463, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:54:18,754 - [INFO] - [E:265| 100]: Train Loss:0.00093658, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:55:21,666 - [INFO] - [E:265| 200]: Train Loss:0.00093498, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:56:24,694 - [INFO] - [E:265| 300]: Train Loss:0.00093314, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:57:27,668 - [INFO] - [E:265| 400]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:58:30,664 - [INFO] - [E:265| 500]: Train Loss:0.00093349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 11:59:33,614 - [INFO] - [E:265| 600]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:00:36,554 - [INFO] - [E:265| 700]: Train Loss:0.00093344, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:01:39,510 - [INFO] - [E:265| 800]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:02:42,418 - [INFO] - [E:265| 900]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:03:45,274 - [INFO] - [E:265| 1000]: Train Loss:0.00093385, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:04:48,163 - [INFO] - [E:265| 1100]: Train Loss:0.00093388, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:05:51,140 - [INFO] - [E:265| 1200]: Train Loss:0.00093356, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:06:54,060 - [INFO] - [E:265| 1300]: Train Loss:0.00093348, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:07:56,959 - [INFO] - [E:265| 1400]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:08:59,944 - [INFO] - [E:265| 1500]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:10:02,877 - [INFO] - [E:265| 1600]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:10:44,022 - [INFO] - [Epoch:265]: Training Loss:0.0009337 + +2023-05-10 12:10:44,238 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 12:11:05,585 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 12:11:17,941 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 12:11:39,443 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 12:11:51,675 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.49849, Head : 0.30842, Avg : 0.40346 + +2023-05-10 12:11:51,675 - [INFO] - [Epoch 265]: Training Loss: 0.00093369, Valid MRR: 0.44036, + + + +2023-05-10 12:11:52,318 - [INFO] - [E:266| 0]: Train Loss:0.0009274, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:12:55,292 - [INFO] - [E:266| 100]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:13:58,387 - [INFO] - [E:266| 200]: Train Loss:0.00093311, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:15:01,322 - [INFO] - [E:266| 300]: Train Loss:0.00093371, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:16:04,213 - [INFO] - [E:266| 400]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:17:07,119 - [INFO] - [E:266| 500]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:18:09,975 - [INFO] - [E:266| 600]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:19:12,867 - [INFO] - [E:266| 700]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:20:15,854 - [INFO] - [E:266| 800]: Train Loss:0.00093394, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:21:18,777 - [INFO] - [E:266| 900]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:22:21,820 - [INFO] - [E:266| 1000]: Train Loss:0.00093391, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:23:24,727 - [INFO] - [E:266| 1100]: Train Loss:0.000934, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:24:27,599 - [INFO] - [E:266| 1200]: Train Loss:0.00093362, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:25:30,502 - [INFO] - [E:266| 1300]: Train Loss:0.00093366, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:26:33,491 - [INFO] - [E:266| 1400]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:27:36,470 - [INFO] - [E:266| 1500]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:28:39,465 - [INFO] - [E:266| 1600]: Train Loss:0.00093367, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:29:20,592 - [INFO] - [Epoch:266]: Training Loss:0.0009335 + +2023-05-10 12:29:20,809 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 12:29:42,158 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 12:29:54,519 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 12:30:16,058 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 12:30:28,304 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.50063, Head : 0.36933, Avg : 0.43498 + +2023-05-10 12:30:28,304 - [INFO] - [Epoch 266]: Training Loss: 0.00093353, Valid MRR: 0.44036, + + + +2023-05-10 12:30:28,950 - [INFO] - [E:267| 0]: Train Loss:0.00092134, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:31:31,989 - [INFO] - [E:267| 100]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:32:34,982 - [INFO] - [E:267| 200]: Train Loss:0.00093244, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:33:37,879 - [INFO] - [E:267| 300]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:34:40,786 - [INFO] - [E:267| 400]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:35:43,741 - [INFO] - [E:267| 500]: Train Loss:0.00093154, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:36:46,643 - [INFO] - [E:267| 600]: Train Loss:0.00093239, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:37:49,608 - [INFO] - [E:267| 700]: Train Loss:0.00093256, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:38:52,601 - [INFO] - [E:267| 800]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:39:55,517 - [INFO] - [E:267| 900]: Train Loss:0.0009331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:40:58,492 - [INFO] - [E:267| 1000]: Train Loss:0.00093285, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:42:01,452 - [INFO] - [E:267| 1100]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:43:04,419 - [INFO] - [E:267| 1200]: Train Loss:0.00093344, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:44:07,267 - [INFO] - [E:267| 1300]: Train Loss:0.00093332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:45:10,138 - [INFO] - [E:267| 1400]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:46:13,079 - [INFO] - [E:267| 1500]: Train Loss:0.0009332, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:47:15,906 - [INFO] - [E:267| 1600]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:47:56,991 - [INFO] - [Epoch:267]: Training Loss:0.0009335 + +2023-05-10 12:47:57,208 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 12:48:18,506 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 12:48:30,869 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 12:48:52,406 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 12:49:04,652 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.50157, Head : 0.32397, Avg : 0.41277 + +2023-05-10 12:49:04,652 - [INFO] - [Epoch 267]: Training Loss: 0.00093351, Valid MRR: 0.44036, + + + +2023-05-10 12:49:05,297 - [INFO] - [E:268| 0]: Train Loss:0.00095021, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:50:08,133 - [INFO] - [E:268| 100]: Train Loss:0.00093284, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:51:11,025 - [INFO] - [E:268| 200]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:52:13,906 - [INFO] - [E:268| 300]: Train Loss:0.0009325, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:53:16,717 - [INFO] - [E:268| 400]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:54:19,562 - [INFO] - [E:268| 500]: Train Loss:0.00093274, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:55:22,441 - [INFO] - [E:268| 600]: Train Loss:0.00093331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:56:25,288 - [INFO] - [E:268| 700]: Train Loss:0.00093319, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:57:28,270 - [INFO] - [E:268| 800]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:58:31,227 - [INFO] - [E:268| 900]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 12:59:34,145 - [INFO] - [E:268| 1000]: Train Loss:0.00093274, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:00:37,127 - [INFO] - [E:268| 1100]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:01:40,039 - [INFO] - [E:268| 1200]: Train Loss:0.00093277, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:02:42,997 - [INFO] - [E:268| 1300]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:03:45,947 - [INFO] - [E:268| 1400]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:04:48,889 - [INFO] - [E:268| 1500]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:05:51,817 - [INFO] - [E:268| 1600]: Train Loss:0.00093312, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:06:33,082 - [INFO] - [Epoch:268]: Training Loss:0.0009331 + +2023-05-10 13:06:33,297 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 13:06:54,633 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 13:07:06,995 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 13:07:28,483 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 13:07:40,709 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.50253, Head : 0.37168, Avg : 0.4371 + +2023-05-10 13:07:40,709 - [INFO] - [Epoch 268]: Training Loss: 0.00093311, Valid MRR: 0.44036, + + + +2023-05-10 13:07:41,351 - [INFO] - [E:269| 0]: Train Loss:0.00093331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:08:44,295 - [INFO] - [E:269| 100]: Train Loss:0.00093483, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:09:47,172 - [INFO] - [E:269| 200]: Train Loss:0.00093262, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:10:50,072 - [INFO] - [E:269| 300]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:11:52,938 - [INFO] - [E:269| 400]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:12:55,828 - [INFO] - [E:269| 500]: Train Loss:0.00093277, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:13:58,808 - [INFO] - [E:269| 600]: Train Loss:0.00093299, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:15:01,810 - [INFO] - [E:269| 700]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:16:04,637 - [INFO] - [E:269| 800]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:17:07,525 - [INFO] - [E:269| 900]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:18:10,423 - [INFO] - [E:269| 1000]: Train Loss:0.00093318, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:19:13,352 - [INFO] - [E:269| 1100]: Train Loss:0.00093339, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:20:16,237 - [INFO] - [E:269| 1200]: Train Loss:0.00093305, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:21:19,192 - [INFO] - [E:269| 1300]: Train Loss:0.0009331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:22:22,160 - [INFO] - [E:269| 1400]: Train Loss:0.00093298, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:23:25,069 - [INFO] - [E:269| 1500]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:24:28,008 - [INFO] - [E:269| 1600]: Train Loss:0.00093303, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:25:09,081 - [INFO] - [Epoch:269]: Training Loss:0.0009331 + +2023-05-10 13:25:09,298 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 13:25:30,605 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 13:25:42,943 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 13:26:04,440 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 13:26:16,658 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.50491, Head : 0.35495, Avg : 0.42993 + MR: Tail : 785.92, Head : 923.2, Avg : 854.56 + Hit-1: Tail : 0.42389, Head : 0.2552, Avg : 0.33954 + Hit-3: Tail : 0.55092, Head : 0.41182, Avg : 0.48137 + Hit-10: Tail : 0.65717, Head : 0.54276, Avg : 0.59996 +2023-05-10 13:26:16,658 - [INFO] - [Epoch 269]: Training Loss: 0.00093308, Valid MRR: 0.44036, + + + +2023-05-10 13:26:17,302 - [INFO] - [E:270| 0]: Train Loss:0.00093144, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:27:20,221 - [INFO] - [E:270| 100]: Train Loss:0.0009315, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:28:23,187 - [INFO] - [E:270| 200]: Train Loss:0.00093206, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:29:26,087 - [INFO] - [E:270| 300]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:30:29,018 - [INFO] - [E:270| 400]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:31:31,974 - [INFO] - [E:270| 500]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:32:34,930 - [INFO] - [E:270| 600]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:33:37,835 - [INFO] - [E:270| 700]: Train Loss:0.00093326, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:34:40,748 - [INFO] - [E:270| 800]: Train Loss:0.00093319, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:35:43,653 - [INFO] - [E:270| 900]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:36:46,532 - [INFO] - [E:270| 1000]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:37:49,481 - [INFO] - [E:270| 1100]: Train Loss:0.00093293, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:38:52,396 - [INFO] - [E:270| 1200]: Train Loss:0.00093301, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:39:55,315 - [INFO] - [E:270| 1300]: Train Loss:0.00093308, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:40:58,193 - [INFO] - [E:270| 1400]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:42:01,205 - [INFO] - [E:270| 1500]: Train Loss:0.00093333, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:43:04,173 - [INFO] - [E:270| 1600]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:43:45,318 - [INFO] - [Epoch:270]: Training Loss:0.0009333 + +2023-05-10 13:43:45,534 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 13:44:06,900 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 13:44:19,261 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 13:44:40,782 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 13:44:53,028 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.50439, Head : 0.34977, Avg : 0.42708 + +2023-05-10 13:44:53,028 - [INFO] - [Epoch 270]: Training Loss: 0.00093328, Valid MRR: 0.44036, + + + +2023-05-10 13:44:53,674 - [INFO] - [E:271| 0]: Train Loss:0.00091022, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:45:56,598 - [INFO] - [E:271| 100]: Train Loss:0.00093284, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:46:59,468 - [INFO] - [E:271| 200]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:48:02,331 - [INFO] - [E:271| 300]: Train Loss:0.00093173, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:49:05,246 - [INFO] - [E:271| 400]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:50:08,269 - [INFO] - [E:271| 500]: Train Loss:0.00093259, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:51:11,254 - [INFO] - [E:271| 600]: Train Loss:0.00093307, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:52:14,220 - [INFO] - [E:271| 700]: Train Loss:0.00093315, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:53:17,199 - [INFO] - [E:271| 800]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:54:20,143 - [INFO] - [E:271| 900]: Train Loss:0.00093312, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:55:23,109 - [INFO] - [E:271| 1000]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:56:25,946 - [INFO] - [E:271| 1100]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:57:28,925 - [INFO] - [E:271| 1200]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:58:31,948 - [INFO] - [E:271| 1300]: Train Loss:0.00093285, Val MRR:0.44036, wikidata12k_1n +2023-05-10 13:59:34,972 - [INFO] - [E:271| 1400]: Train Loss:0.00093297, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:00:37,844 - [INFO] - [E:271| 1500]: Train Loss:0.00093311, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:01:40,731 - [INFO] - [E:271| 1600]: Train Loss:0.00093314, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:02:21,859 - [INFO] - [Epoch:271]: Training Loss:0.0009331 + +2023-05-10 14:02:22,075 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 14:02:43,421 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 14:02:55,784 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 14:03:17,304 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 14:03:29,544 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.50661, Head : 0.33207, Avg : 0.41934 + +2023-05-10 14:03:29,544 - [INFO] - [Epoch 271]: Training Loss: 0.00093305, Valid MRR: 0.44036, + + + +2023-05-10 14:03:30,189 - [INFO] - [E:272| 0]: Train Loss:0.00096549, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:04:33,103 - [INFO] - [E:272| 100]: Train Loss:0.0009324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:05:36,059 - [INFO] - [E:272| 200]: Train Loss:0.00093047, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:06:39,054 - [INFO] - [E:272| 300]: Train Loss:0.00093185, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:07:42,056 - [INFO] - [E:272| 400]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:08:44,921 - [INFO] - [E:272| 500]: Train Loss:0.00093158, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:09:47,878 - [INFO] - [E:272| 600]: Train Loss:0.00093154, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:10:50,791 - [INFO] - [E:272| 700]: Train Loss:0.00093152, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:11:53,755 - [INFO] - [E:272| 800]: Train Loss:0.00093162, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:12:56,698 - [INFO] - [E:272| 900]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:13:59,616 - [INFO] - [E:272| 1000]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:15:02,579 - [INFO] - [E:272| 1100]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:16:05,540 - [INFO] - [E:272| 1200]: Train Loss:0.00093252, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:17:08,430 - [INFO] - [E:272| 1300]: Train Loss:0.00093235, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:18:11,227 - [INFO] - [E:272| 1400]: Train Loss:0.00093245, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:19:14,021 - [INFO] - [E:272| 1500]: Train Loss:0.0009327, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:20:16,820 - [INFO] - [E:272| 1600]: Train Loss:0.00093299, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:20:57,835 - [INFO] - [Epoch:272]: Training Loss:0.0009329 + +2023-05-10 14:20:58,050 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 14:21:19,316 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 14:21:31,637 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 14:21:53,084 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 14:22:05,288 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.49613, Head : 0.32124, Avg : 0.40868 + +2023-05-10 14:22:05,288 - [INFO] - [Epoch 272]: Training Loss: 0.0009329, Valid MRR: 0.44036, + + + +2023-05-10 14:22:05,931 - [INFO] - [E:273| 0]: Train Loss:0.00091704, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:23:08,723 - [INFO] - [E:273| 100]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:24:11,595 - [INFO] - [E:273| 200]: Train Loss:0.00093428, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:25:14,551 - [INFO] - [E:273| 300]: Train Loss:0.00093453, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:26:17,461 - [INFO] - [E:273| 400]: Train Loss:0.00093313, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:27:20,428 - [INFO] - [E:273| 500]: Train Loss:0.00093283, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:28:23,264 - [INFO] - [E:273| 600]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:29:26,062 - [INFO] - [E:273| 700]: Train Loss:0.00093213, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:30:28,944 - [INFO] - [E:273| 800]: Train Loss:0.00093229, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:31:31,793 - [INFO] - [E:273| 900]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:32:34,718 - [INFO] - [E:273| 1000]: Train Loss:0.00093263, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:33:37,505 - [INFO] - [E:273| 1100]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:34:40,419 - [INFO] - [E:273| 1200]: Train Loss:0.00093226, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:35:43,328 - [INFO] - [E:273| 1300]: Train Loss:0.00093261, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:36:46,283 - [INFO] - [E:273| 1400]: Train Loss:0.000933, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:37:49,154 - [INFO] - [E:273| 1500]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:38:52,023 - [INFO] - [E:273| 1600]: Train Loss:0.0009333, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:39:33,125 - [INFO] - [Epoch:273]: Training Loss:0.0009332 + +2023-05-10 14:39:33,341 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 14:39:54,653 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 14:40:06,984 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 14:40:28,453 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 14:40:40,672 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.49871, Head : 0.35361, Avg : 0.42616 + +2023-05-10 14:40:40,672 - [INFO] - [Epoch 273]: Training Loss: 0.00093316, Valid MRR: 0.44036, + + + +2023-05-10 14:40:41,314 - [INFO] - [E:274| 0]: Train Loss:0.00093033, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:41:44,171 - [INFO] - [E:274| 100]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:42:47,257 - [INFO] - [E:274| 200]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:43:50,252 - [INFO] - [E:274| 300]: Train Loss:0.00093396, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:44:53,206 - [INFO] - [E:274| 400]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:45:56,180 - [INFO] - [E:274| 500]: Train Loss:0.00093305, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:46:59,174 - [INFO] - [E:274| 600]: Train Loss:0.00093259, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:48:02,244 - [INFO] - [E:274| 700]: Train Loss:0.00093294, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:49:05,316 - [INFO] - [E:274| 800]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:50:08,312 - [INFO] - [E:274| 900]: Train Loss:0.00093287, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:51:11,333 - [INFO] - [E:274| 1000]: Train Loss:0.00093278, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:52:14,381 - [INFO] - [E:274| 1100]: Train Loss:0.00093262, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:53:17,390 - [INFO] - [E:274| 1200]: Train Loss:0.00093274, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:54:20,401 - [INFO] - [E:274| 1300]: Train Loss:0.00093281, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:55:23,336 - [INFO] - [E:274| 1400]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:56:26,264 - [INFO] - [E:274| 1500]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:57:29,211 - [INFO] - [E:274| 1600]: Train Loss:0.00093263, Val MRR:0.44036, wikidata12k_1n +2023-05-10 14:58:10,343 - [INFO] - [Epoch:274]: Training Loss:0.0009326 + +2023-05-10 14:58:10,558 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 14:58:31,879 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 14:58:44,240 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 14:59:05,740 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 14:59:17,964 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.50189, Head : 0.37381, Avg : 0.43785 + +2023-05-10 14:59:17,964 - [INFO] - [Epoch 274]: Training Loss: 0.00093264, Valid MRR: 0.44036, + + + +2023-05-10 14:59:18,608 - [INFO] - [E:275| 0]: Train Loss:0.00097664, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:00:21,716 - [INFO] - [E:275| 100]: Train Loss:0.00093417, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:01:24,696 - [INFO] - [E:275| 200]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:02:27,658 - [INFO] - [E:275| 300]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:03:30,591 - [INFO] - [E:275| 400]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:04:33,530 - [INFO] - [E:275| 500]: Train Loss:0.00093252, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:05:36,458 - [INFO] - [E:275| 600]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:06:39,419 - [INFO] - [E:275| 700]: Train Loss:0.00093226, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:07:42,384 - [INFO] - [E:275| 800]: Train Loss:0.00093232, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:08:45,378 - [INFO] - [E:275| 900]: Train Loss:0.00093211, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:09:48,486 - [INFO] - [E:275| 1000]: Train Loss:0.00093203, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:10:51,424 - [INFO] - [E:275| 1100]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:11:54,392 - [INFO] - [E:275| 1200]: Train Loss:0.00093251, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:12:57,362 - [INFO] - [E:275| 1300]: Train Loss:0.00093253, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:14:00,327 - [INFO] - [E:275| 1400]: Train Loss:0.00093258, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:15:03,315 - [INFO] - [E:275| 1500]: Train Loss:0.00093272, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:16:06,282 - [INFO] - [E:275| 1600]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:16:47,405 - [INFO] - [Epoch:275]: Training Loss:0.0009326 + +2023-05-10 15:16:47,626 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 15:17:08,972 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 15:17:21,345 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 15:17:42,849 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 15:17:55,075 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.49333, Head : 0.35128, Avg : 0.42231 + +2023-05-10 15:17:55,075 - [INFO] - [Epoch 275]: Training Loss: 0.0009326, Valid MRR: 0.44036, + + + +2023-05-10 15:17:55,721 - [INFO] - [E:276| 0]: Train Loss:0.00093723, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:18:58,763 - [INFO] - [E:276| 100]: Train Loss:0.00093467, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:20:01,670 - [INFO] - [E:276| 200]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:21:04,592 - [INFO] - [E:276| 300]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:22:07,419 - [INFO] - [E:276| 400]: Train Loss:0.00093302, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:23:10,251 - [INFO] - [E:276| 500]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:24:13,127 - [INFO] - [E:276| 600]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:25:16,113 - [INFO] - [E:276| 700]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:26:19,030 - [INFO] - [E:276| 800]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:27:22,036 - [INFO] - [E:276| 900]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:28:25,053 - [INFO] - [E:276| 1000]: Train Loss:0.00093257, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:29:27,959 - [INFO] - [E:276| 1100]: Train Loss:0.00093224, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:30:31,972 - [INFO] - [E:276| 1200]: Train Loss:0.00093198, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:31:36,376 - [INFO] - [E:276| 1300]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:32:40,811 - [INFO] - [E:276| 1400]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:33:44,974 - [INFO] - [E:276| 1500]: Train Loss:0.00093256, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:34:49,312 - [INFO] - [E:276| 1600]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:35:31,280 - [INFO] - [Epoch:276]: Training Loss:0.0009326 + +2023-05-10 15:35:31,500 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 15:35:53,063 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 15:36:05,638 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 15:36:27,556 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 15:36:39,982 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.50219, Head : 0.37212, Avg : 0.43716 + +2023-05-10 15:36:39,982 - [INFO] - [Epoch 276]: Training Loss: 0.00093261, Valid MRR: 0.44036, + + + +2023-05-10 15:36:40,653 - [INFO] - [E:277| 0]: Train Loss:0.00091538, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:37:44,911 - [INFO] - [E:277| 100]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:38:49,234 - [INFO] - [E:277| 200]: Train Loss:0.00093151, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:39:53,513 - [INFO] - [E:277| 300]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:40:57,876 - [INFO] - [E:277| 400]: Train Loss:0.00093251, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:42:02,530 - [INFO] - [E:277| 500]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:43:06,925 - [INFO] - [E:277| 600]: Train Loss:0.00093246, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:44:11,188 - [INFO] - [E:277| 700]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:45:14,287 - [INFO] - [E:277| 800]: Train Loss:0.00093287, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:46:17,258 - [INFO] - [E:277| 900]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:47:20,218 - [INFO] - [E:277| 1000]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:48:23,165 - [INFO] - [E:277| 1100]: Train Loss:0.00093222, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:49:26,130 - [INFO] - [E:277| 1200]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:50:28,985 - [INFO] - [E:277| 1300]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:51:31,859 - [INFO] - [E:277| 1400]: Train Loss:0.00093229, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:52:34,785 - [INFO] - [E:277| 1500]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:53:37,750 - [INFO] - [E:277| 1600]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:54:18,889 - [INFO] - [Epoch:277]: Training Loss:0.0009326 + +2023-05-10 15:54:19,107 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 15:54:40,430 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 15:54:52,782 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 15:55:14,276 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 15:55:26,503 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.50185, Head : 0.35361, Avg : 0.42773 + +2023-05-10 15:55:26,503 - [INFO] - [Epoch 277]: Training Loss: 0.00093257, Valid MRR: 0.44036, + + + +2023-05-10 15:55:27,147 - [INFO] - [E:278| 0]: Train Loss:0.00090982, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:56:30,082 - [INFO] - [E:278| 100]: Train Loss:0.00092859, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:57:33,044 - [INFO] - [E:278| 200]: Train Loss:0.00093135, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:58:36,001 - [INFO] - [E:278| 300]: Train Loss:0.00093156, Val MRR:0.44036, wikidata12k_1n +2023-05-10 15:59:38,957 - [INFO] - [E:278| 400]: Train Loss:0.00093196, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:00:41,908 - [INFO] - [E:278| 500]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:01:44,870 - [INFO] - [E:278| 600]: Train Loss:0.00093192, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:02:47,886 - [INFO] - [E:278| 700]: Train Loss:0.000932, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:03:50,854 - [INFO] - [E:278| 800]: Train Loss:0.00093204, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:04:53,794 - [INFO] - [E:278| 900]: Train Loss:0.00093177, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:05:56,779 - [INFO] - [E:278| 1000]: Train Loss:0.00093206, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:06:59,774 - [INFO] - [E:278| 1100]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:08:02,726 - [INFO] - [E:278| 1200]: Train Loss:0.0009324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:09:05,720 - [INFO] - [E:278| 1300]: Train Loss:0.00093244, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:10:08,732 - [INFO] - [E:278| 1400]: Train Loss:0.00093251, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:11:11,724 - [INFO] - [E:278| 1500]: Train Loss:0.0009326, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:12:14,720 - [INFO] - [E:278| 1600]: Train Loss:0.00093246, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:12:55,834 - [INFO] - [Epoch:278]: Training Loss:0.0009326 + +2023-05-10 16:12:56,050 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 16:13:17,384 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 16:13:29,739 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 16:13:51,259 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 16:14:03,490 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.51126, Head : 0.36777, Avg : 0.43952 + +2023-05-10 16:14:03,491 - [INFO] - [Epoch 278]: Training Loss: 0.00093259, Valid MRR: 0.44036, + + + +2023-05-10 16:14:04,136 - [INFO] - [E:279| 0]: Train Loss:0.00092336, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:15:07,188 - [INFO] - [E:279| 100]: Train Loss:0.0009289, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:16:10,169 - [INFO] - [E:279| 200]: Train Loss:0.00093099, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:17:13,097 - [INFO] - [E:279| 300]: Train Loss:0.00093174, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:18:16,077 - [INFO] - [E:279| 400]: Train Loss:0.00093222, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:19:19,004 - [INFO] - [E:279| 500]: Train Loss:0.00093204, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:20:22,051 - [INFO] - [E:279| 600]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:21:25,035 - [INFO] - [E:279| 700]: Train Loss:0.0009322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:22:27,977 - [INFO] - [E:279| 800]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:23:30,946 - [INFO] - [E:279| 900]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:24:33,934 - [INFO] - [E:279| 1000]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:25:38,242 - [INFO] - [E:279| 1100]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:26:42,585 - [INFO] - [E:279| 1200]: Train Loss:0.00093268, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:27:47,094 - [INFO] - [E:279| 1300]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:28:51,465 - [INFO] - [E:279| 1400]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:29:55,800 - [INFO] - [E:279| 1500]: Train Loss:0.00093283, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:31:00,334 - [INFO] - [E:279| 1600]: Train Loss:0.00093268, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:31:42,520 - [INFO] - [Epoch:279]: Training Loss:0.0009327 + +2023-05-10 16:31:42,743 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 16:32:04,303 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 16:32:16,833 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 16:32:38,761 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 16:32:51,246 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.50394, Head : 0.35933, Avg : 0.43164 + MR: Tail : 787.85, Head : 926.37, Avg : 857.11 + Hit-1: Tail : 0.42072, Head : 0.25233, Avg : 0.33653 + Hit-3: Tail : 0.55359, Head : 0.42528, Avg : 0.48943 + Hit-10: Tail : 0.65533, Head : 0.55394, Avg : 0.60464 +2023-05-10 16:32:51,246 - [INFO] - [Epoch 279]: Training Loss: 0.00093269, Valid MRR: 0.44036, + + + +2023-05-10 16:32:51,937 - [INFO] - [E:280| 0]: Train Loss:0.0010153, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:33:56,251 - [INFO] - [E:280| 100]: Train Loss:0.00093714, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:35:00,768 - [INFO] - [E:280| 200]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:36:05,112 - [INFO] - [E:280| 300]: Train Loss:0.00093161, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:37:09,538 - [INFO] - [E:280| 400]: Train Loss:0.00093229, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:38:13,804 - [INFO] - [E:280| 500]: Train Loss:0.00093212, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:39:17,598 - [INFO] - [E:280| 600]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:40:20,541 - [INFO] - [E:280| 700]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:41:23,431 - [INFO] - [E:280| 800]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:42:26,319 - [INFO] - [E:280| 900]: Train Loss:0.00093207, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:43:29,274 - [INFO] - [E:280| 1000]: Train Loss:0.00093192, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:44:32,258 - [INFO] - [E:280| 1100]: Train Loss:0.00093184, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:45:35,247 - [INFO] - [E:280| 1200]: Train Loss:0.00093166, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:46:38,226 - [INFO] - [E:280| 1300]: Train Loss:0.00093187, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:47:41,277 - [INFO] - [E:280| 1400]: Train Loss:0.0009319, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:48:44,181 - [INFO] - [E:280| 1500]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:49:47,092 - [INFO] - [E:280| 1600]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:50:28,189 - [INFO] - [Epoch:280]: Training Loss:0.0009324 + +2023-05-10 16:50:28,407 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 16:50:49,739 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 16:51:02,091 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 16:51:23,594 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 16:51:35,834 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.50737, Head : 0.34447, Avg : 0.42592 + +2023-05-10 16:51:35,834 - [INFO] - [Epoch 280]: Training Loss: 0.00093237, Valid MRR: 0.44036, + + + +2023-05-10 16:51:36,479 - [INFO] - [E:281| 0]: Train Loss:0.00091266, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:52:39,456 - [INFO] - [E:281| 100]: Train Loss:0.00093014, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:53:42,401 - [INFO] - [E:281| 200]: Train Loss:0.00093001, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:54:45,388 - [INFO] - [E:281| 300]: Train Loss:0.00093123, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:55:48,351 - [INFO] - [E:281| 400]: Train Loss:0.00093097, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:56:51,361 - [INFO] - [E:281| 500]: Train Loss:0.0009309, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:57:54,430 - [INFO] - [E:281| 600]: Train Loss:0.00093094, Val MRR:0.44036, wikidata12k_1n +2023-05-10 16:58:57,419 - [INFO] - [E:281| 700]: Train Loss:0.00093089, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:00:00,411 - [INFO] - [E:281| 800]: Train Loss:0.00093118, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:01:03,394 - [INFO] - [E:281| 900]: Train Loss:0.00093172, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:02:06,385 - [INFO] - [E:281| 1000]: Train Loss:0.00093213, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:03:09,347 - [INFO] - [E:281| 1100]: Train Loss:0.00093233, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:04:12,362 - [INFO] - [E:281| 1200]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:05:15,377 - [INFO] - [E:281| 1300]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:06:18,437 - [INFO] - [E:281| 1400]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:07:21,365 - [INFO] - [E:281| 1500]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:08:24,320 - [INFO] - [E:281| 1600]: Train Loss:0.00093272, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:09:05,474 - [INFO] - [Epoch:281]: Training Loss:0.0009328 + +2023-05-10 17:09:05,690 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 17:09:27,040 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 17:09:39,418 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 17:10:00,939 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 17:10:13,184 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.5057, Head : 0.37275, Avg : 0.43922 + +2023-05-10 17:10:13,185 - [INFO] - [Epoch 281]: Training Loss: 0.00093279, Valid MRR: 0.44036, + + + +2023-05-10 17:10:13,829 - [INFO] - [E:282| 0]: Train Loss:0.00091697, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:11:16,809 - [INFO] - [E:282| 100]: Train Loss:0.00093209, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:12:19,817 - [INFO] - [E:282| 200]: Train Loss:0.00093084, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:13:22,795 - [INFO] - [E:282| 300]: Train Loss:0.00093136, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:14:25,715 - [INFO] - [E:282| 400]: Train Loss:0.00093116, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:15:28,753 - [INFO] - [E:282| 500]: Train Loss:0.00093097, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:16:31,715 - [INFO] - [E:282| 600]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:17:34,567 - [INFO] - [E:282| 700]: Train Loss:0.00093149, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:18:37,521 - [INFO] - [E:282| 800]: Train Loss:0.00093161, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:19:40,815 - [INFO] - [E:282| 900]: Train Loss:0.00093175, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:20:45,189 - [INFO] - [E:282| 1000]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:21:49,617 - [INFO] - [E:282| 1100]: Train Loss:0.00093249, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:22:53,989 - [INFO] - [E:282| 1200]: Train Loss:0.00093253, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:23:58,472 - [INFO] - [E:282| 1300]: Train Loss:0.00093234, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:25:02,759 - [INFO] - [E:282| 1400]: Train Loss:0.0009322, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:26:06,914 - [INFO] - [E:282| 1500]: Train Loss:0.00093234, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:27:11,361 - [INFO] - [E:282| 1600]: Train Loss:0.00093234, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:27:53,354 - [INFO] - [Epoch:282]: Training Loss:0.0009324 + +2023-05-10 17:27:53,575 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 17:28:15,151 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 17:28:27,624 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 17:28:49,452 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 17:29:01,874 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.49834, Head : 0.37273, Avg : 0.43554 + +2023-05-10 17:29:01,874 - [INFO] - [Epoch 282]: Training Loss: 0.00093236, Valid MRR: 0.44036, + + + +2023-05-10 17:29:02,541 - [INFO] - [E:283| 0]: Train Loss:0.00091853, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:30:07,010 - [INFO] - [E:283| 100]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:31:11,374 - [INFO] - [E:283| 200]: Train Loss:0.00093147, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:32:15,626 - [INFO] - [E:283| 300]: Train Loss:0.00093174, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:33:20,052 - [INFO] - [E:283| 400]: Train Loss:0.00093153, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:34:23,732 - [INFO] - [E:283| 500]: Train Loss:0.00093128, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:35:26,733 - [INFO] - [E:283| 600]: Train Loss:0.00093166, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:36:29,640 - [INFO] - [E:283| 700]: Train Loss:0.00093177, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:37:32,483 - [INFO] - [E:283| 800]: Train Loss:0.00093146, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:38:35,362 - [INFO] - [E:283| 900]: Train Loss:0.00093184, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:39:38,187 - [INFO] - [E:283| 1000]: Train Loss:0.00093177, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:40:41,174 - [INFO] - [E:283| 1100]: Train Loss:0.00093195, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:41:44,189 - [INFO] - [E:283| 1200]: Train Loss:0.00093201, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:42:47,147 - [INFO] - [E:283| 1300]: Train Loss:0.00093216, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:43:50,123 - [INFO] - [E:283| 1400]: Train Loss:0.00093206, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:44:53,099 - [INFO] - [E:283| 1500]: Train Loss:0.00093216, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:45:55,976 - [INFO] - [E:283| 1600]: Train Loss:0.00093223, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:46:37,095 - [INFO] - [Epoch:283]: Training Loss:0.0009322 + +2023-05-10 17:46:37,312 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 17:46:58,635 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 17:47:10,982 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 17:47:32,491 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 17:47:44,742 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.50655, Head : 0.36276, Avg : 0.43465 + +2023-05-10 17:47:44,742 - [INFO] - [Epoch 283]: Training Loss: 0.0009322, Valid MRR: 0.44036, + + + +2023-05-10 17:47:45,385 - [INFO] - [E:284| 0]: Train Loss:0.0009236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:48:48,351 - [INFO] - [E:284| 100]: Train Loss:0.00093316, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:49:51,332 - [INFO] - [E:284| 200]: Train Loss:0.00093252, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:50:54,399 - [INFO] - [E:284| 300]: Train Loss:0.00093233, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:51:57,327 - [INFO] - [E:284| 400]: Train Loss:0.00093155, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:53:00,281 - [INFO] - [E:284| 500]: Train Loss:0.00093147, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:54:03,214 - [INFO] - [E:284| 600]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:55:06,190 - [INFO] - [E:284| 700]: Train Loss:0.00093209, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:56:09,177 - [INFO] - [E:284| 800]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:57:12,101 - [INFO] - [E:284| 900]: Train Loss:0.00093232, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:58:14,993 - [INFO] - [E:284| 1000]: Train Loss:0.00093235, Val MRR:0.44036, wikidata12k_1n +2023-05-10 17:59:18,025 - [INFO] - [E:284| 1100]: Train Loss:0.00093242, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:00:21,038 - [INFO] - [E:284| 1200]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:01:24,026 - [INFO] - [E:284| 1300]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:02:27,025 - [INFO] - [E:284| 1400]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:03:29,976 - [INFO] - [E:284| 1500]: Train Loss:0.00093222, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:04:32,955 - [INFO] - [E:284| 1600]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:05:14,101 - [INFO] - [Epoch:284]: Training Loss:0.0009322 + +2023-05-10 18:05:14,317 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 18:05:35,667 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 18:05:48,027 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 18:06:09,555 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 18:06:21,798 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.50742, Head : 0.35843, Avg : 0.43293 + +2023-05-10 18:06:21,798 - [INFO] - [Epoch 284]: Training Loss: 0.0009322, Valid MRR: 0.44036, + + + +2023-05-10 18:06:22,446 - [INFO] - [E:285| 0]: Train Loss:0.00093098, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:07:25,430 - [INFO] - [E:285| 100]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:08:28,522 - [INFO] - [E:285| 200]: Train Loss:0.00093268, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:09:31,482 - [INFO] - [E:285| 300]: Train Loss:0.00093408, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:10:34,452 - [INFO] - [E:285| 400]: Train Loss:0.00093405, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:11:37,472 - [INFO] - [E:285| 500]: Train Loss:0.00093373, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:12:40,455 - [INFO] - [E:285| 600]: Train Loss:0.00093362, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:13:43,368 - [INFO] - [E:285| 700]: Train Loss:0.00093366, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:14:47,491 - [INFO] - [E:285| 800]: Train Loss:0.00093362, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:15:51,905 - [INFO] - [E:285| 900]: Train Loss:0.00093358, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:16:56,367 - [INFO] - [E:285| 1000]: Train Loss:0.00093372, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:18:00,707 - [INFO] - [E:285| 1100]: Train Loss:0.00093349, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:19:05,099 - [INFO] - [E:285| 1200]: Train Loss:0.00093317, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:20:09,407 - [INFO] - [E:285| 1300]: Train Loss:0.0009331, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:21:13,686 - [INFO] - [E:285| 1400]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:22:17,968 - [INFO] - [E:285| 1500]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:23:22,381 - [INFO] - [E:285| 1600]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:24:04,436 - [INFO] - [Epoch:285]: Training Loss:0.0009326 + +2023-05-10 18:24:04,659 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 18:24:26,216 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 18:24:38,714 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 18:25:00,672 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 18:25:13,110 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.50591, Head : 0.37232, Avg : 0.43911 + +2023-05-10 18:25:13,110 - [INFO] - [Epoch 285]: Training Loss: 0.00093261, Valid MRR: 0.44036, + + + +2023-05-10 18:25:13,778 - [INFO] - [E:286| 0]: Train Loss:0.00091809, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:26:18,159 - [INFO] - [E:286| 100]: Train Loss:0.00093104, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:27:22,492 - [INFO] - [E:286| 200]: Train Loss:0.00093209, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:28:26,599 - [INFO] - [E:286| 300]: Train Loss:0.00093153, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:29:29,523 - [INFO] - [E:286| 400]: Train Loss:0.0009315, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:30:32,493 - [INFO] - [E:286| 500]: Train Loss:0.00093155, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:31:35,471 - [INFO] - [E:286| 600]: Train Loss:0.00093183, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:32:38,402 - [INFO] - [E:286| 700]: Train Loss:0.00093202, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:33:41,377 - [INFO] - [E:286| 800]: Train Loss:0.00093224, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:34:44,397 - [INFO] - [E:286| 900]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:35:47,338 - [INFO] - [E:286| 1000]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:36:50,225 - [INFO] - [E:286| 1100]: Train Loss:0.00093219, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:37:53,121 - [INFO] - [E:286| 1200]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:38:56,021 - [INFO] - [E:286| 1300]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:39:58,993 - [INFO] - [E:286| 1400]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:41:01,980 - [INFO] - [E:286| 1500]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:42:04,958 - [INFO] - [E:286| 1600]: Train Loss:0.00093219, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:42:46,102 - [INFO] - [Epoch:286]: Training Loss:0.0009322 + +2023-05-10 18:42:46,318 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 18:43:07,633 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 18:43:20,023 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 18:43:41,595 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 18:43:53,828 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.50037, Head : 0.35301, Avg : 0.42669 + +2023-05-10 18:43:53,828 - [INFO] - [Epoch 286]: Training Loss: 0.00093216, Valid MRR: 0.44036, + + + +2023-05-10 18:43:54,470 - [INFO] - [E:287| 0]: Train Loss:0.00093084, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:44:57,371 - [INFO] - [E:287| 100]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:46:00,275 - [INFO] - [E:287| 200]: Train Loss:0.00093263, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:47:03,220 - [INFO] - [E:287| 300]: Train Loss:0.0009311, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:48:06,169 - [INFO] - [E:287| 400]: Train Loss:0.00093095, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:49:09,125 - [INFO] - [E:287| 500]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:50:12,093 - [INFO] - [E:287| 600]: Train Loss:0.00093161, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:51:14,967 - [INFO] - [E:287| 700]: Train Loss:0.00093175, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:52:17,929 - [INFO] - [E:287| 800]: Train Loss:0.00093239, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:53:20,865 - [INFO] - [E:287| 900]: Train Loss:0.00093248, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:54:23,805 - [INFO] - [E:287| 1000]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:55:26,866 - [INFO] - [E:287| 1100]: Train Loss:0.0009324, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:56:29,838 - [INFO] - [E:287| 1200]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:57:32,728 - [INFO] - [E:287| 1300]: Train Loss:0.00093201, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:58:35,614 - [INFO] - [E:287| 1400]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 18:59:38,596 - [INFO] - [E:287| 1500]: Train Loss:0.00093186, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:00:41,564 - [INFO] - [E:287| 1600]: Train Loss:0.00093192, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:01:22,767 - [INFO] - [Epoch:287]: Training Loss:0.000932 + +2023-05-10 19:01:22,985 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 19:01:44,332 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 19:01:56,680 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 19:02:18,189 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 19:02:30,422 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.5026, Head : 0.36064, Avg : 0.43162 + +2023-05-10 19:02:30,422 - [INFO] - [Epoch 287]: Training Loss: 0.00093196, Valid MRR: 0.44036, + + + +2023-05-10 19:02:31,066 - [INFO] - [E:288| 0]: Train Loss:0.00092715, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:03:34,041 - [INFO] - [E:288| 100]: Train Loss:0.00093106, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:04:37,023 - [INFO] - [E:288| 200]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:05:39,991 - [INFO] - [E:288| 300]: Train Loss:0.00093309, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:06:42,947 - [INFO] - [E:288| 400]: Train Loss:0.00093261, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:07:45,890 - [INFO] - [E:288| 500]: Train Loss:0.00093208, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:08:48,813 - [INFO] - [E:288| 600]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:09:51,789 - [INFO] - [E:288| 700]: Train Loss:0.00093197, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:10:54,718 - [INFO] - [E:288| 800]: Train Loss:0.00093197, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:11:58,883 - [INFO] - [E:288| 900]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:13:01,703 - [INFO] - [E:288| 1000]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:14:04,623 - [INFO] - [E:288| 1100]: Train Loss:0.00093197, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:15:07,571 - [INFO] - [E:288| 1200]: Train Loss:0.00093183, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:16:10,530 - [INFO] - [E:288| 1300]: Train Loss:0.00093168, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:17:13,526 - [INFO] - [E:288| 1400]: Train Loss:0.00093165, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:18:16,531 - [INFO] - [E:288| 1500]: Train Loss:0.0009318, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:19:19,590 - [INFO] - [E:288| 1600]: Train Loss:0.00093182, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:20:00,693 - [INFO] - [Epoch:288]: Training Loss:0.0009317 + +2023-05-10 19:20:00,909 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 19:20:22,228 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 19:20:34,587 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 19:20:56,075 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 19:21:08,304 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.50278, Head : 0.37522, Avg : 0.439 + +2023-05-10 19:21:08,304 - [INFO] - [Epoch 288]: Training Loss: 0.00093174, Valid MRR: 0.44036, + + + +2023-05-10 19:21:08,948 - [INFO] - [E:289| 0]: Train Loss:0.00093011, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:22:11,809 - [INFO] - [E:289| 100]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:23:14,716 - [INFO] - [E:289| 200]: Train Loss:0.00093068, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:24:17,653 - [INFO] - [E:289| 300]: Train Loss:0.00093102, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:25:20,625 - [INFO] - [E:289| 400]: Train Loss:0.00093124, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:26:23,508 - [INFO] - [E:289| 500]: Train Loss:0.00093091, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:27:26,527 - [INFO] - [E:289| 600]: Train Loss:0.00093126, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:28:29,465 - [INFO] - [E:289| 700]: Train Loss:0.0009314, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:29:32,309 - [INFO] - [E:289| 800]: Train Loss:0.00093125, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:30:35,219 - [INFO] - [E:289| 900]: Train Loss:0.00093156, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:31:38,193 - [INFO] - [E:289| 1000]: Train Loss:0.00093141, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:32:41,099 - [INFO] - [E:289| 1100]: Train Loss:0.0009318, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:33:43,964 - [INFO] - [E:289| 1200]: Train Loss:0.00093167, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:34:46,851 - [INFO] - [E:289| 1300]: Train Loss:0.00093189, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:35:49,704 - [INFO] - [E:289| 1400]: Train Loss:0.00093174, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:36:52,658 - [INFO] - [E:289| 1500]: Train Loss:0.0009317, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:37:55,528 - [INFO] - [E:289| 1600]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n +2023-05-10 19:38:36,638 - [INFO] - [Epoch:289]: Training Loss:0.0009317 + +2023-05-10 19:38:36,855 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 19:38:58,184 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 19:39:10,543 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 19:39:32,059 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 19:39:44,294 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.50843, Head : 0.37278, Avg : 0.4406 + MR: Tail : 764.95, Head : 924.03, Avg : 844.49 + Hit-1: Tail : 0.42731, Head : 0.27717, Avg : 0.35224 + Hit-3: Tail : 0.55532, Head : 0.42849, Avg : 0.49191 + Hit-10: Tail : 0.65677, Head : 0.55354, Avg : 0.60516 +2023-05-10 19:39:45,328 - [INFO] - [Epoch 289]: Training Loss: 0.00093166, Valid MRR: 0.4406, + + + +2023-05-10 19:39:45,981 - [INFO] - [E:290| 0]: Train Loss:0.00091582, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:40:48,949 - [INFO] - [E:290| 100]: Train Loss:0.00093055, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:41:51,910 - [INFO] - [E:290| 200]: Train Loss:0.00092999, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:42:54,879 - [INFO] - [E:290| 300]: Train Loss:0.00092963, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:43:57,825 - [INFO] - [E:290| 400]: Train Loss:0.00093059, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:45:00,875 - [INFO] - [E:290| 500]: Train Loss:0.00093018, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:46:03,812 - [INFO] - [E:290| 600]: Train Loss:0.0009307, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:47:06,740 - [INFO] - [E:290| 700]: Train Loss:0.00093094, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:48:09,606 - [INFO] - [E:290| 800]: Train Loss:0.00093081, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:49:12,595 - [INFO] - [E:290| 900]: Train Loss:0.00093078, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:50:15,538 - [INFO] - [E:290| 1000]: Train Loss:0.00093086, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:51:18,535 - [INFO] - [E:290| 1100]: Train Loss:0.000931, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:52:21,520 - [INFO] - [E:290| 1200]: Train Loss:0.0009311, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:53:24,580 - [INFO] - [E:290| 1300]: Train Loss:0.00093118, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:54:27,494 - [INFO] - [E:290| 1400]: Train Loss:0.00093145, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:55:30,409 - [INFO] - [E:290| 1500]: Train Loss:0.00093158, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:56:33,397 - [INFO] - [E:290| 1600]: Train Loss:0.00093152, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:57:14,546 - [INFO] - [Epoch:290]: Training Loss:0.0009316 + +2023-05-10 19:57:14,763 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 19:57:36,125 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 19:57:48,483 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 19:58:10,001 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 19:58:22,238 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.50278, Head : 0.36417, Avg : 0.43348 + +2023-05-10 19:58:22,238 - [INFO] - [Epoch 290]: Training Loss: 0.00093158, Valid MRR: 0.4406, + + + +2023-05-10 19:58:22,881 - [INFO] - [E:291| 0]: Train Loss:0.00093904, Val MRR:0.4406, wikidata12k_1n +2023-05-10 19:59:25,895 - [INFO] - [E:291| 100]: Train Loss:0.00093186, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:00:28,878 - [INFO] - [E:291| 200]: Train Loss:0.00093147, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:01:31,806 - [INFO] - [E:291| 300]: Train Loss:0.00093106, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:02:34,835 - [INFO] - [E:291| 400]: Train Loss:0.00093236, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:03:37,779 - [INFO] - [E:291| 500]: Train Loss:0.00093164, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:04:40,761 - [INFO] - [E:291| 600]: Train Loss:0.00093159, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:05:43,761 - [INFO] - [E:291| 700]: Train Loss:0.00093135, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:06:46,738 - [INFO] - [E:291| 800]: Train Loss:0.00093116, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:07:49,722 - [INFO] - [E:291| 900]: Train Loss:0.00093111, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:08:52,692 - [INFO] - [E:291| 1000]: Train Loss:0.00093094, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:09:55,557 - [INFO] - [E:291| 1100]: Train Loss:0.00093124, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:10:58,543 - [INFO] - [E:291| 1200]: Train Loss:0.00093135, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:12:01,509 - [INFO] - [E:291| 1300]: Train Loss:0.00093137, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:13:04,436 - [INFO] - [E:291| 1400]: Train Loss:0.00093145, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:14:07,392 - [INFO] - [E:291| 1500]: Train Loss:0.0009315, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:15:10,380 - [INFO] - [E:291| 1600]: Train Loss:0.00093158, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:15:51,511 - [INFO] - [Epoch:291]: Training Loss:0.0009316 + +2023-05-10 20:15:51,727 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 20:16:13,064 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 20:16:25,429 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 20:16:46,953 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 20:16:59,190 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.50578, Head : 0.37458, Avg : 0.44018 + +2023-05-10 20:16:59,191 - [INFO] - [Epoch 291]: Training Loss: 0.00093157, Valid MRR: 0.4406, + + + +2023-05-10 20:16:59,834 - [INFO] - [E:292| 0]: Train Loss:0.00093451, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:18:02,758 - [INFO] - [E:292| 100]: Train Loss:0.00093156, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:19:05,635 - [INFO] - [E:292| 200]: Train Loss:0.00093388, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:20:08,692 - [INFO] - [E:292| 300]: Train Loss:0.00093163, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:21:11,671 - [INFO] - [E:292| 400]: Train Loss:0.00093173, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:22:14,642 - [INFO] - [E:292| 500]: Train Loss:0.00093155, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:23:17,602 - [INFO] - [E:292| 600]: Train Loss:0.00093203, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:24:20,575 - [INFO] - [E:292| 700]: Train Loss:0.00093235, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:25:23,520 - [INFO] - [E:292| 800]: Train Loss:0.00093219, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:26:26,490 - [INFO] - [E:292| 900]: Train Loss:0.00093219, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:27:29,470 - [INFO] - [E:292| 1000]: Train Loss:0.00093156, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:28:32,495 - [INFO] - [E:292| 1100]: Train Loss:0.00093123, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:29:35,491 - [INFO] - [E:292| 1200]: Train Loss:0.00093147, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:30:38,462 - [INFO] - [E:292| 1300]: Train Loss:0.00093156, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:31:41,467 - [INFO] - [E:292| 1400]: Train Loss:0.00093181, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:32:44,422 - [INFO] - [E:292| 1500]: Train Loss:0.00093176, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:33:47,410 - [INFO] - [E:292| 1600]: Train Loss:0.00093183, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:34:28,564 - [INFO] - [Epoch:292]: Training Loss:0.0009318 + +2023-05-10 20:34:28,780 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 20:34:50,112 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 20:35:02,457 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 20:35:23,978 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 20:35:36,216 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.50414, Head : 0.36658, Avg : 0.43536 + +2023-05-10 20:35:36,216 - [INFO] - [Epoch 292]: Training Loss: 0.00093176, Valid MRR: 0.4406, + + + +2023-05-10 20:35:36,861 - [INFO] - [E:293| 0]: Train Loss:0.00094866, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:36:39,851 - [INFO] - [E:293| 100]: Train Loss:0.0009282, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:37:42,869 - [INFO] - [E:293| 200]: Train Loss:0.00092953, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:38:45,837 - [INFO] - [E:293| 300]: Train Loss:0.0009304, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:39:48,784 - [INFO] - [E:293| 400]: Train Loss:0.00092969, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:40:51,739 - [INFO] - [E:293| 500]: Train Loss:0.00092959, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:41:54,680 - [INFO] - [E:293| 600]: Train Loss:0.00092985, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:42:57,604 - [INFO] - [E:293| 700]: Train Loss:0.00093023, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:44:00,480 - [INFO] - [E:293| 800]: Train Loss:0.0009306, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:45:03,375 - [INFO] - [E:293| 900]: Train Loss:0.00093067, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:46:06,288 - [INFO] - [E:293| 1000]: Train Loss:0.00093066, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:47:09,189 - [INFO] - [E:293| 1100]: Train Loss:0.00093111, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:48:12,131 - [INFO] - [E:293| 1200]: Train Loss:0.00093137, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:49:15,095 - [INFO] - [E:293| 1300]: Train Loss:0.00093139, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:50:18,063 - [INFO] - [E:293| 1400]: Train Loss:0.00093132, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:51:21,046 - [INFO] - [E:293| 1500]: Train Loss:0.00093138, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:52:24,027 - [INFO] - [E:293| 1600]: Train Loss:0.00093141, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:53:05,182 - [INFO] - [Epoch:293]: Training Loss:0.0009314 + +2023-05-10 20:53:05,399 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 20:53:26,732 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 20:53:39,076 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 20:54:00,582 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 20:54:12,808 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.50701, Head : 0.34772, Avg : 0.42736 + +2023-05-10 20:54:12,808 - [INFO] - [Epoch 293]: Training Loss: 0.0009314, Valid MRR: 0.4406, + + + +2023-05-10 20:54:13,457 - [INFO] - [E:294| 0]: Train Loss:0.0010031, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:55:16,489 - [INFO] - [E:294| 100]: Train Loss:0.00093296, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:56:19,433 - [INFO] - [E:294| 200]: Train Loss:0.00093033, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:57:22,364 - [INFO] - [E:294| 300]: Train Loss:0.00092949, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:58:25,321 - [INFO] - [E:294| 400]: Train Loss:0.00092994, Val MRR:0.4406, wikidata12k_1n +2023-05-10 20:59:28,305 - [INFO] - [E:294| 500]: Train Loss:0.00092982, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:00:31,288 - [INFO] - [E:294| 600]: Train Loss:0.00093026, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:01:34,264 - [INFO] - [E:294| 700]: Train Loss:0.00093029, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:02:37,193 - [INFO] - [E:294| 800]: Train Loss:0.00092987, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:03:40,177 - [INFO] - [E:294| 900]: Train Loss:0.00092993, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:04:43,117 - [INFO] - [E:294| 1000]: Train Loss:0.00093005, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:05:46,086 - [INFO] - [E:294| 1100]: Train Loss:0.00093019, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:06:49,037 - [INFO] - [E:294| 1200]: Train Loss:0.0009303, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:07:51,984 - [INFO] - [E:294| 1300]: Train Loss:0.00093048, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:08:54,957 - [INFO] - [E:294| 1400]: Train Loss:0.00093062, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:09:57,918 - [INFO] - [E:294| 1500]: Train Loss:0.00093081, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:11:00,870 - [INFO] - [E:294| 1600]: Train Loss:0.00093104, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:11:42,021 - [INFO] - [Epoch:294]: Training Loss:0.0009312 + +2023-05-10 21:11:42,237 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 21:12:03,569 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 21:12:15,926 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 21:12:37,566 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 21:12:49,805 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.50688, Head : 0.35677, Avg : 0.43182 + +2023-05-10 21:12:49,806 - [INFO] - [Epoch 294]: Training Loss: 0.00093122, Valid MRR: 0.4406, + + + +2023-05-10 21:12:50,451 - [INFO] - [E:295| 0]: Train Loss:0.00093825, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:13:53,399 - [INFO] - [E:295| 100]: Train Loss:0.00093016, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:14:56,365 - [INFO] - [E:295| 200]: Train Loss:0.00093303, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:15:59,370 - [INFO] - [E:295| 300]: Train Loss:0.00093194, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:17:02,319 - [INFO] - [E:295| 400]: Train Loss:0.00093148, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:18:05,275 - [INFO] - [E:295| 500]: Train Loss:0.0009307, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:19:08,245 - [INFO] - [E:295| 600]: Train Loss:0.00093078, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:20:11,223 - [INFO] - [E:295| 700]: Train Loss:0.00093083, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:21:14,227 - [INFO] - [E:295| 800]: Train Loss:0.00093135, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:22:17,241 - [INFO] - [E:295| 900]: Train Loss:0.00093124, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:23:20,152 - [INFO] - [E:295| 1000]: Train Loss:0.0009314, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:24:23,139 - [INFO] - [E:295| 1100]: Train Loss:0.00093166, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:25:26,109 - [INFO] - [E:295| 1200]: Train Loss:0.00093149, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:26:29,046 - [INFO] - [E:295| 1300]: Train Loss:0.00093139, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:27:32,014 - [INFO] - [E:295| 1400]: Train Loss:0.00093145, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:28:34,975 - [INFO] - [E:295| 1500]: Train Loss:0.00093144, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:29:37,962 - [INFO] - [E:295| 1600]: Train Loss:0.0009314, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:30:19,179 - [INFO] - [Epoch:295]: Training Loss:0.0009315 + +2023-05-10 21:30:19,394 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 21:30:40,736 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 21:30:53,091 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 21:31:14,610 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 21:31:26,854 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.5048, Head : 0.36004, Avg : 0.43242 + +2023-05-10 21:31:26,854 - [INFO] - [Epoch 295]: Training Loss: 0.00093151, Valid MRR: 0.4406, + + + +2023-05-10 21:31:27,500 - [INFO] - [E:296| 0]: Train Loss:0.00090661, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:32:30,456 - [INFO] - [E:296| 100]: Train Loss:0.00093292, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:33:33,371 - [INFO] - [E:296| 200]: Train Loss:0.00093045, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:34:36,281 - [INFO] - [E:296| 300]: Train Loss:0.00093117, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:35:39,258 - [INFO] - [E:296| 400]: Train Loss:0.00093088, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:36:42,226 - [INFO] - [E:296| 500]: Train Loss:0.00093111, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:37:45,173 - [INFO] - [E:296| 600]: Train Loss:0.00093153, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:38:48,247 - [INFO] - [E:296| 700]: Train Loss:0.00093161, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:39:51,228 - [INFO] - [E:296| 800]: Train Loss:0.00093147, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:40:54,188 - [INFO] - [E:296| 900]: Train Loss:0.00093167, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:41:57,139 - [INFO] - [E:296| 1000]: Train Loss:0.00093148, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:43:00,115 - [INFO] - [E:296| 1100]: Train Loss:0.00093157, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:44:02,985 - [INFO] - [E:296| 1200]: Train Loss:0.00093158, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:45:05,938 - [INFO] - [E:296| 1300]: Train Loss:0.00093123, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:46:08,906 - [INFO] - [E:296| 1400]: Train Loss:0.00093118, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:47:11,822 - [INFO] - [E:296| 1500]: Train Loss:0.00093134, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:48:14,787 - [INFO] - [E:296| 1600]: Train Loss:0.00093163, Val MRR:0.4406, wikidata12k_1n +2023-05-10 21:48:55,884 - [INFO] - [Epoch:296]: Training Loss:0.0009315 + +2023-05-10 21:48:56,101 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 21:49:17,443 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 21:49:29,804 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 21:49:51,319 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 21:50:03,562 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.51039, Head : 0.37592, Avg : 0.44315 + +2023-05-10 21:50:04,588 - [INFO] - [Epoch 296]: Training Loss: 0.00093145, Valid MRR: 0.44315, + + + +2023-05-10 21:50:05,242 - [INFO] - [E:297| 0]: Train Loss:0.00093363, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:51:08,249 - [INFO] - [E:297| 100]: Train Loss:0.00093132, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:52:11,204 - [INFO] - [E:297| 200]: Train Loss:0.00093086, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:53:14,064 - [INFO] - [E:297| 300]: Train Loss:0.00093166, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:54:16,925 - [INFO] - [E:297| 400]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:55:19,825 - [INFO] - [E:297| 500]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:56:22,772 - [INFO] - [E:297| 600]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:57:25,695 - [INFO] - [E:297| 700]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:58:28,652 - [INFO] - [E:297| 800]: Train Loss:0.00093006, Val MRR:0.44315, wikidata12k_1n +2023-05-10 21:59:31,577 - [INFO] - [E:297| 900]: Train Loss:0.00093013, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:00:34,457 - [INFO] - [E:297| 1000]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:01:37,366 - [INFO] - [E:297| 1100]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:02:40,278 - [INFO] - [E:297| 1200]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:03:43,177 - [INFO] - [E:297| 1300]: Train Loss:0.00093069, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:04:46,167 - [INFO] - [E:297| 1400]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:05:49,131 - [INFO] - [E:297| 1500]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:06:52,092 - [INFO] - [E:297| 1600]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:07:33,252 - [INFO] - [Epoch:297]: Training Loss:0.0009313 + +2023-05-10 22:07:33,469 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 22:07:54,823 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 22:08:07,184 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 22:08:28,714 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 22:08:40,955 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.50412, Head : 0.36984, Avg : 0.43698 + +2023-05-10 22:08:40,955 - [INFO] - [Epoch 297]: Training Loss: 0.00093126, Valid MRR: 0.44315, + + + +2023-05-10 22:08:41,601 - [INFO] - [E:298| 0]: Train Loss:0.00091908, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:09:44,578 - [INFO] - [E:298| 100]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:10:47,577 - [INFO] - [E:298| 200]: Train Loss:0.00093155, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:11:50,551 - [INFO] - [E:298| 300]: Train Loss:0.00093124, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:12:53,543 - [INFO] - [E:298| 400]: Train Loss:0.00093144, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:13:56,607 - [INFO] - [E:298| 500]: Train Loss:0.00093142, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:14:59,586 - [INFO] - [E:298| 600]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:16:02,518 - [INFO] - [E:298| 700]: Train Loss:0.00093096, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:17:05,456 - [INFO] - [E:298| 800]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:18:08,405 - [INFO] - [E:298| 900]: Train Loss:0.00093106, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:19:11,400 - [INFO] - [E:298| 1000]: Train Loss:0.00093126, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:20:14,367 - [INFO] - [E:298| 1100]: Train Loss:0.00093111, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:21:17,309 - [INFO] - [E:298| 1200]: Train Loss:0.00093108, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:22:20,259 - [INFO] - [E:298| 1300]: Train Loss:0.00093099, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:23:23,253 - [INFO] - [E:298| 1400]: Train Loss:0.00093099, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:24:26,226 - [INFO] - [E:298| 1500]: Train Loss:0.00093115, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:25:29,192 - [INFO] - [E:298| 1600]: Train Loss:0.00093105, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:26:10,331 - [INFO] - [Epoch:298]: Training Loss:0.0009311 + +2023-05-10 22:26:10,548 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 22:26:31,892 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 22:26:44,246 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 22:27:05,760 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 22:27:18,003 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.5048, Head : 0.3581, Avg : 0.43145 + +2023-05-10 22:27:18,003 - [INFO] - [Epoch 298]: Training Loss: 0.00093107, Valid MRR: 0.44315, + + + +2023-05-10 22:27:18,648 - [INFO] - [E:299| 0]: Train Loss:0.00091746, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:28:21,601 - [INFO] - [E:299| 100]: Train Loss:0.00092816, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:29:24,573 - [INFO] - [E:299| 200]: Train Loss:0.00093022, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:30:27,509 - [INFO] - [E:299| 300]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:31:30,550 - [INFO] - [E:299| 400]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:32:33,457 - [INFO] - [E:299| 500]: Train Loss:0.00093097, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:33:36,366 - [INFO] - [E:299| 600]: Train Loss:0.00093062, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:34:39,325 - [INFO] - [E:299| 700]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:35:42,274 - [INFO] - [E:299| 800]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:36:45,218 - [INFO] - [E:299| 900]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:37:48,168 - [INFO] - [E:299| 1000]: Train Loss:0.00093097, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:38:51,121 - [INFO] - [E:299| 1100]: Train Loss:0.00093098, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:39:54,099 - [INFO] - [E:299| 1200]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:40:57,099 - [INFO] - [E:299| 1300]: Train Loss:0.00093091, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:42:00,064 - [INFO] - [E:299| 1400]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:43:02,953 - [INFO] - [E:299| 1500]: Train Loss:0.00093111, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:44:05,902 - [INFO] - [E:299| 1600]: Train Loss:0.0009312, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:44:47,047 - [INFO] - [Epoch:299]: Training Loss:0.0009312 + +2023-05-10 22:44:47,263 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 22:45:08,597 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 22:45:20,961 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 22:45:42,467 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 22:45:54,694 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.5077, Head : 0.37314, Avg : 0.44042 + MR: Tail : 801.45, Head : 923.64, Avg : 862.54 + Hit-1: Tail : 0.42666, Head : 0.27771, Avg : 0.35219 + Hit-3: Tail : 0.55142, Head : 0.42493, Avg : 0.48817 + Hit-10: Tail : 0.66033, Head : 0.55062, Avg : 0.60548 +2023-05-10 22:45:54,694 - [INFO] - [Epoch 299]: Training Loss: 0.00093123, Valid MRR: 0.44315, + + + +2023-05-10 22:45:55,338 - [INFO] - [E:300| 0]: Train Loss:0.00094064, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:46:58,277 - [INFO] - [E:300| 100]: Train Loss:0.0009352, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:48:01,174 - [INFO] - [E:300| 200]: Train Loss:0.00093159, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:49:04,171 - [INFO] - [E:300| 300]: Train Loss:0.00092985, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:50:07,088 - [INFO] - [E:300| 400]: Train Loss:0.00093028, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:51:10,051 - [INFO] - [E:300| 500]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:52:13,021 - [INFO] - [E:300| 600]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:53:15,953 - [INFO] - [E:300| 700]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:54:18,913 - [INFO] - [E:300| 800]: Train Loss:0.00093024, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:55:21,936 - [INFO] - [E:300| 900]: Train Loss:0.00093081, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:56:24,905 - [INFO] - [E:300| 1000]: Train Loss:0.00093056, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:57:27,901 - [INFO] - [E:300| 1100]: Train Loss:0.00093082, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:58:30,886 - [INFO] - [E:300| 1200]: Train Loss:0.00093068, Val MRR:0.44315, wikidata12k_1n +2023-05-10 22:59:33,775 - [INFO] - [E:300| 1300]: Train Loss:0.00093078, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:00:36,771 - [INFO] - [E:300| 1400]: Train Loss:0.00093071, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:01:39,703 - [INFO] - [E:300| 1500]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:02:42,587 - [INFO] - [E:300| 1600]: Train Loss:0.00093091, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:03:23,674 - [INFO] - [Epoch:300]: Training Loss:0.0009309 + +2023-05-10 23:03:23,891 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 23:03:45,212 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 23:03:57,548 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 23:04:19,056 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 23:04:31,278 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.49605, Head : 0.37602, Avg : 0.43603 + +2023-05-10 23:04:31,278 - [INFO] - [Epoch 300]: Training Loss: 0.00093091, Valid MRR: 0.44315, + + + +2023-05-10 23:04:31,920 - [INFO] - [E:301| 0]: Train Loss:0.00096251, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:05:34,745 - [INFO] - [E:301| 100]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:06:37,745 - [INFO] - [E:301| 200]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:07:40,694 - [INFO] - [E:301| 300]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:08:43,635 - [INFO] - [E:301| 400]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:09:46,579 - [INFO] - [E:301| 500]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:10:49,580 - [INFO] - [E:301| 600]: Train Loss:0.00093008, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:11:52,536 - [INFO] - [E:301| 700]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:12:55,475 - [INFO] - [E:301| 800]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:13:58,455 - [INFO] - [E:301| 900]: Train Loss:0.00093117, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:15:01,504 - [INFO] - [E:301| 1000]: Train Loss:0.00093115, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:16:04,510 - [INFO] - [E:301| 1100]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:17:07,482 - [INFO] - [E:301| 1200]: Train Loss:0.00093124, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:18:10,456 - [INFO] - [E:301| 1300]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:19:13,416 - [INFO] - [E:301| 1400]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:20:16,346 - [INFO] - [E:301| 1500]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:21:19,341 - [INFO] - [E:301| 1600]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:22:00,483 - [INFO] - [Epoch:301]: Training Loss:0.000931 + +2023-05-10 23:22:00,700 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 23:22:22,056 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 23:22:34,408 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 23:22:55,917 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 23:23:08,152 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.50703, Head : 0.36928, Avg : 0.43816 + +2023-05-10 23:23:08,152 - [INFO] - [Epoch 301]: Training Loss: 0.00093102, Valid MRR: 0.44315, + + + +2023-05-10 23:23:08,795 - [INFO] - [E:302| 0]: Train Loss:0.00097383, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:24:11,803 - [INFO] - [E:302| 100]: Train Loss:0.00093197, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:25:14,755 - [INFO] - [E:302| 200]: Train Loss:0.00093106, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:26:17,672 - [INFO] - [E:302| 300]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:27:20,640 - [INFO] - [E:302| 400]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:28:23,584 - [INFO] - [E:302| 500]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:29:26,567 - [INFO] - [E:302| 600]: Train Loss:0.00093058, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:30:29,481 - [INFO] - [E:302| 700]: Train Loss:0.0009307, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:31:32,389 - [INFO] - [E:302| 800]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:32:35,358 - [INFO] - [E:302| 900]: Train Loss:0.00093061, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:33:38,344 - [INFO] - [E:302| 1000]: Train Loss:0.00093055, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:34:41,315 - [INFO] - [E:302| 1100]: Train Loss:0.00093041, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:35:44,275 - [INFO] - [E:302| 1200]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:36:47,288 - [INFO] - [E:302| 1300]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:37:50,257 - [INFO] - [E:302| 1400]: Train Loss:0.00093022, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:38:53,202 - [INFO] - [E:302| 1500]: Train Loss:0.00093044, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:39:56,162 - [INFO] - [E:302| 1600]: Train Loss:0.00093061, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:40:37,322 - [INFO] - [Epoch:302]: Training Loss:0.0009306 + +2023-05-10 23:40:37,539 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 23:40:58,882 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 23:41:11,283 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-10 23:41:32,861 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-10 23:41:45,114 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.50484, Head : 0.36654, Avg : 0.43569 + +2023-05-10 23:41:45,114 - [INFO] - [Epoch 302]: Training Loss: 0.00093064, Valid MRR: 0.44315, + + + +2023-05-10 23:41:45,759 - [INFO] - [E:303| 0]: Train Loss:0.00091735, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:42:48,684 - [INFO] - [E:303| 100]: Train Loss:0.00092551, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:43:51,606 - [INFO] - [E:303| 200]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:44:54,478 - [INFO] - [E:303| 300]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:45:57,426 - [INFO] - [E:303| 400]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:47:00,445 - [INFO] - [E:303| 500]: Train Loss:0.00092881, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:48:03,367 - [INFO] - [E:303| 600]: Train Loss:0.00092906, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:49:06,321 - [INFO] - [E:303| 700]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:50:09,384 - [INFO] - [E:303| 800]: Train Loss:0.00092986, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:51:12,361 - [INFO] - [E:303| 900]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:52:15,323 - [INFO] - [E:303| 1000]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:53:18,193 - [INFO] - [E:303| 1100]: Train Loss:0.0009302, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:54:21,098 - [INFO] - [E:303| 1200]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:55:24,078 - [INFO] - [E:303| 1300]: Train Loss:0.00093051, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:56:27,044 - [INFO] - [E:303| 1400]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:57:29,979 - [INFO] - [E:303| 1500]: Train Loss:0.00093061, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:58:32,943 - [INFO] - [E:303| 1600]: Train Loss:0.00093051, Val MRR:0.44315, wikidata12k_1n +2023-05-10 23:59:14,148 - [INFO] - [Epoch:303]: Training Loss:0.0009305 + +2023-05-10 23:59:14,364 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-10 23:59:35,685 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-10 23:59:48,026 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 00:00:09,527 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 00:00:21,762 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.4993, Head : 0.3663, Avg : 0.4328 + +2023-05-11 00:00:21,762 - [INFO] - [Epoch 303]: Training Loss: 0.00093049, Valid MRR: 0.44315, + + + +2023-05-11 00:00:22,407 - [INFO] - [E:304| 0]: Train Loss:0.00090015, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:01:25,321 - [INFO] - [E:304| 100]: Train Loss:0.00092919, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:02:28,238 - [INFO] - [E:304| 200]: Train Loss:0.00093015, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:03:31,185 - [INFO] - [E:304| 300]: Train Loss:0.00093037, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:04:34,139 - [INFO] - [E:304| 400]: Train Loss:0.00092999, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:05:37,108 - [INFO] - [E:304| 500]: Train Loss:0.0009311, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:06:39,989 - [INFO] - [E:304| 600]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:07:42,930 - [INFO] - [E:304| 700]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:08:45,917 - [INFO] - [E:304| 800]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:09:48,876 - [INFO] - [E:304| 900]: Train Loss:0.00092977, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:10:51,831 - [INFO] - [E:304| 1000]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:11:54,769 - [INFO] - [E:304| 1100]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:12:57,654 - [INFO] - [E:304| 1200]: Train Loss:0.0009305, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:14:00,570 - [INFO] - [E:304| 1300]: Train Loss:0.00093087, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:15:03,494 - [INFO] - [E:304| 1400]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:16:06,428 - [INFO] - [E:304| 1500]: Train Loss:0.00093059, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:17:09,510 - [INFO] - [E:304| 1600]: Train Loss:0.0009306, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:17:50,593 - [INFO] - [Epoch:304]: Training Loss:0.0009305 + +2023-05-11 00:17:50,808 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 00:18:12,129 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 00:18:24,466 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 00:18:45,949 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 00:18:58,181 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.49841, Head : 0.36772, Avg : 0.43307 + +2023-05-11 00:18:58,182 - [INFO] - [Epoch 304]: Training Loss: 0.00093051, Valid MRR: 0.44315, + + + +2023-05-11 00:18:58,826 - [INFO] - [E:305| 0]: Train Loss:0.00096251, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:20:01,771 - [INFO] - [E:305| 100]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:21:04,791 - [INFO] - [E:305| 200]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:22:07,777 - [INFO] - [E:305| 300]: Train Loss:0.00093124, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:23:10,761 - [INFO] - [E:305| 400]: Train Loss:0.00093114, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:24:13,736 - [INFO] - [E:305| 500]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:25:16,832 - [INFO] - [E:305| 600]: Train Loss:0.00093044, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:26:19,792 - [INFO] - [E:305| 700]: Train Loss:0.00093006, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:27:22,759 - [INFO] - [E:305| 800]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:28:25,665 - [INFO] - [E:305| 900]: Train Loss:0.00093019, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:29:28,613 - [INFO] - [E:305| 1000]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:30:31,580 - [INFO] - [E:305| 1100]: Train Loss:0.00093049, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:31:34,563 - [INFO] - [E:305| 1200]: Train Loss:0.00093062, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:32:37,524 - [INFO] - [E:305| 1300]: Train Loss:0.00093108, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:33:40,552 - [INFO] - [E:305| 1400]: Train Loss:0.00093079, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:34:43,470 - [INFO] - [E:305| 1500]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:35:46,442 - [INFO] - [E:305| 1600]: Train Loss:0.00093079, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:36:27,604 - [INFO] - [Epoch:305]: Training Loss:0.0009307 + +2023-05-11 00:36:27,821 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 00:36:49,152 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 00:37:01,509 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 00:37:23,026 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 00:37:35,269 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.50199, Head : 0.36788, Avg : 0.43493 + +2023-05-11 00:37:35,269 - [INFO] - [Epoch 305]: Training Loss: 0.00093066, Valid MRR: 0.44315, + + + +2023-05-11 00:37:35,914 - [INFO] - [E:306| 0]: Train Loss:0.00091854, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:38:38,907 - [INFO] - [E:306| 100]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:39:41,797 - [INFO] - [E:306| 200]: Train Loss:0.00092859, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:40:44,734 - [INFO] - [E:306| 300]: Train Loss:0.0009302, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:41:47,688 - [INFO] - [E:306| 400]: Train Loss:0.00093024, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:42:50,774 - [INFO] - [E:306| 500]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:43:53,753 - [INFO] - [E:306| 600]: Train Loss:0.00092991, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:44:56,731 - [INFO] - [E:306| 700]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:45:59,730 - [INFO] - [E:306| 800]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:47:02,656 - [INFO] - [E:306| 900]: Train Loss:0.00093009, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:48:05,645 - [INFO] - [E:306| 1000]: Train Loss:0.00093015, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:49:08,580 - [INFO] - [E:306| 1100]: Train Loss:0.0009301, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:50:11,508 - [INFO] - [E:306| 1200]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:51:14,457 - [INFO] - [E:306| 1300]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:52:17,449 - [INFO] - [E:306| 1400]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:53:20,405 - [INFO] - [E:306| 1500]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:54:23,385 - [INFO] - [E:306| 1600]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:55:04,554 - [INFO] - [Epoch:306]: Training Loss:0.0009304 + +2023-05-11 00:55:04,772 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 00:55:26,102 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 00:55:38,455 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 00:55:59,966 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 00:56:12,220 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.50427, Head : 0.36419, Avg : 0.43423 + +2023-05-11 00:56:12,220 - [INFO] - [Epoch 306]: Training Loss: 0.00093044, Valid MRR: 0.44315, + + + +2023-05-11 00:56:12,864 - [INFO] - [E:307| 0]: Train Loss:0.0009177, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:57:15,838 - [INFO] - [E:307| 100]: Train Loss:0.00093139, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:58:18,756 - [INFO] - [E:307| 200]: Train Loss:0.00093033, Val MRR:0.44315, wikidata12k_1n +2023-05-11 00:59:21,684 - [INFO] - [E:307| 300]: Train Loss:0.00093033, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:00:24,689 - [INFO] - [E:307| 400]: Train Loss:0.0009308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:01:27,646 - [INFO] - [E:307| 500]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:02:30,526 - [INFO] - [E:307| 600]: Train Loss:0.00093035, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:03:33,433 - [INFO] - [E:307| 700]: Train Loss:0.00093, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:04:36,331 - [INFO] - [E:307| 800]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:05:39,284 - [INFO] - [E:307| 900]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:06:42,231 - [INFO] - [E:307| 1000]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:07:45,164 - [INFO] - [E:307| 1100]: Train Loss:0.00093034, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:08:48,127 - [INFO] - [E:307| 1200]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:09:51,029 - [INFO] - [E:307| 1300]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:10:53,897 - [INFO] - [E:307| 1400]: Train Loss:0.00093021, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:11:56,789 - [INFO] - [E:307| 1500]: Train Loss:0.00093037, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:12:59,691 - [INFO] - [E:307| 1600]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:13:40,781 - [INFO] - [Epoch:307]: Training Loss:0.0009303 + +2023-05-11 01:13:40,998 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 01:14:02,324 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 01:14:14,673 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 01:14:36,162 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 01:14:48,390 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.4954, Head : 0.36415, Avg : 0.42977 + +2023-05-11 01:14:48,390 - [INFO] - [Epoch 307]: Training Loss: 0.00093029, Valid MRR: 0.44315, + + + +2023-05-11 01:14:49,053 - [INFO] - [E:308| 0]: Train Loss:0.00093366, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:15:52,039 - [INFO] - [E:308| 100]: Train Loss:0.00093202, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:16:55,091 - [INFO] - [E:308| 200]: Train Loss:0.00093307, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:17:58,156 - [INFO] - [E:308| 300]: Train Loss:0.0009321, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:19:01,144 - [INFO] - [E:308| 400]: Train Loss:0.00093177, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:20:04,124 - [INFO] - [E:308| 500]: Train Loss:0.00093126, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:21:07,066 - [INFO] - [E:308| 600]: Train Loss:0.00093088, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:22:09,977 - [INFO] - [E:308| 700]: Train Loss:0.00093085, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:23:12,899 - [INFO] - [E:308| 800]: Train Loss:0.0009306, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:24:15,793 - [INFO] - [E:308| 900]: Train Loss:0.00093041, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:25:18,654 - [INFO] - [E:308| 1000]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:26:21,600 - [INFO] - [E:308| 1100]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:27:24,550 - [INFO] - [E:308| 1200]: Train Loss:0.00093029, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:28:27,513 - [INFO] - [E:308| 1300]: Train Loss:0.00093042, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:29:30,504 - [INFO] - [E:308| 1400]: Train Loss:0.00093056, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:30:33,521 - [INFO] - [E:308| 1500]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:31:36,441 - [INFO] - [E:308| 1600]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:32:17,555 - [INFO] - [Epoch:308]: Training Loss:0.0009304 + +2023-05-11 01:32:17,772 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 01:32:39,108 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 01:32:51,464 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 01:33:12,990 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 01:33:25,222 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.49635, Head : 0.36939, Avg : 0.43287 + +2023-05-11 01:33:25,222 - [INFO] - [Epoch 308]: Training Loss: 0.00093038, Valid MRR: 0.44315, + + + +2023-05-11 01:33:25,868 - [INFO] - [E:309| 0]: Train Loss:0.00092534, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:34:28,726 - [INFO] - [E:309| 100]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:35:31,750 - [INFO] - [E:309| 200]: Train Loss:0.00092937, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:36:34,728 - [INFO] - [E:309| 300]: Train Loss:0.00092987, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:37:37,642 - [INFO] - [E:309| 400]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:38:40,622 - [INFO] - [E:309| 500]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:39:43,551 - [INFO] - [E:309| 600]: Train Loss:0.00093068, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:40:46,428 - [INFO] - [E:309| 700]: Train Loss:0.00093011, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:41:49,358 - [INFO] - [E:309| 800]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:42:52,295 - [INFO] - [E:309| 900]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:43:55,233 - [INFO] - [E:309| 1000]: Train Loss:0.00093001, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:44:58,210 - [INFO] - [E:309| 1100]: Train Loss:0.00092999, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:46:01,177 - [INFO] - [E:309| 1200]: Train Loss:0.00092984, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:47:04,112 - [INFO] - [E:309| 1300]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:48:07,025 - [INFO] - [E:309| 1400]: Train Loss:0.00092981, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:49:09,902 - [INFO] - [E:309| 1500]: Train Loss:0.00093015, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:50:12,864 - [INFO] - [E:309| 1600]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:50:53,982 - [INFO] - [Epoch:309]: Training Loss:0.0009305 + +2023-05-11 01:50:54,198 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 01:51:15,554 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 01:51:27,912 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 01:51:49,433 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 01:52:01,691 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.50405, Head : 0.36331, Avg : 0.43368 + MR: Tail : 812.12, Head : 948.19, Avg : 880.15 + Hit-1: Tail : 0.42171, Head : 0.26059, Avg : 0.34115 + Hit-3: Tail : 0.55359, Head : 0.42696, Avg : 0.49028 + Hit-10: Tail : 0.65934, Head : 0.55161, Avg : 0.60548 +2023-05-11 01:52:01,691 - [INFO] - [Epoch 309]: Training Loss: 0.00093055, Valid MRR: 0.44315, + + + +2023-05-11 01:52:02,341 - [INFO] - [E:310| 0]: Train Loss:0.0009554, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:53:05,411 - [INFO] - [E:310| 100]: Train Loss:0.00093115, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:54:08,338 - [INFO] - [E:310| 200]: Train Loss:0.00093097, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:55:11,227 - [INFO] - [E:310| 300]: Train Loss:0.00093197, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:56:14,131 - [INFO] - [E:310| 400]: Train Loss:0.00093137, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:57:17,097 - [INFO] - [E:310| 500]: Train Loss:0.00093187, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:58:20,083 - [INFO] - [E:310| 600]: Train Loss:0.00093188, Val MRR:0.44315, wikidata12k_1n +2023-05-11 01:59:23,092 - [INFO] - [E:310| 700]: Train Loss:0.00093226, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:00:26,068 - [INFO] - [E:310| 800]: Train Loss:0.00093196, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:01:29,129 - [INFO] - [E:310| 900]: Train Loss:0.00093148, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:02:32,074 - [INFO] - [E:310| 1000]: Train Loss:0.00093133, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:03:35,063 - [INFO] - [E:310| 1100]: Train Loss:0.00093129, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:04:38,048 - [INFO] - [E:310| 1200]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:05:41,031 - [INFO] - [E:310| 1300]: Train Loss:0.00093093, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:06:43,989 - [INFO] - [E:310| 1400]: Train Loss:0.00093096, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:07:46,962 - [INFO] - [E:310| 1500]: Train Loss:0.00093076, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:08:49,953 - [INFO] - [E:310| 1600]: Train Loss:0.00093067, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:09:31,095 - [INFO] - [Epoch:310]: Training Loss:0.0009305 + +2023-05-11 02:09:31,311 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 02:09:52,658 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 02:10:05,044 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 02:10:26,552 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 02:10:38,778 - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.50159, Head : 0.36199, Avg : 0.43179 + +2023-05-11 02:10:38,778 - [INFO] - [Epoch 310]: Training Loss: 0.00093049, Valid MRR: 0.44315, + + + +2023-05-11 02:10:39,423 - [INFO] - [E:311| 0]: Train Loss:0.00091257, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:11:42,388 - [INFO] - [E:311| 100]: Train Loss:0.00093384, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:12:45,366 - [INFO] - [E:311| 200]: Train Loss:0.00093199, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:13:48,279 - [INFO] - [E:311| 300]: Train Loss:0.00093082, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:14:51,197 - [INFO] - [E:311| 400]: Train Loss:0.00093094, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:15:54,138 - [INFO] - [E:311| 500]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:16:57,111 - [INFO] - [E:311| 600]: Train Loss:0.00093105, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:18:00,045 - [INFO] - [E:311| 700]: Train Loss:0.00093122, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:19:03,076 - [INFO] - [E:311| 800]: Train Loss:0.00093099, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:20:06,048 - [INFO] - [E:311| 900]: Train Loss:0.00093109, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:21:09,009 - [INFO] - [E:311| 1000]: Train Loss:0.00093092, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:22:11,928 - [INFO] - [E:311| 1100]: Train Loss:0.00093084, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:23:14,851 - [INFO] - [E:311| 1200]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:24:17,752 - [INFO] - [E:311| 1300]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:25:20,656 - [INFO] - [E:311| 1400]: Train Loss:0.00093086, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:26:23,633 - [INFO] - [E:311| 1500]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:27:26,467 - [INFO] - [E:311| 1600]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:28:07,684 - [INFO] - [Epoch:311]: Training Loss:0.0009303 + +2023-05-11 02:28:07,901 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 02:28:29,242 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 02:28:41,598 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 02:29:03,131 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 02:29:15,367 - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.49779, Head : 0.35596, Avg : 0.42687 + +2023-05-11 02:29:15,367 - [INFO] - [Epoch 311]: Training Loss: 0.00093033, Valid MRR: 0.44315, + + + +2023-05-11 02:29:16,010 - [INFO] - [E:312| 0]: Train Loss:0.00090903, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:30:19,008 - [INFO] - [E:312| 100]: Train Loss:0.00093455, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:31:21,986 - [INFO] - [E:312| 200]: Train Loss:0.00093234, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:32:24,903 - [INFO] - [E:312| 300]: Train Loss:0.00093176, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:33:27,784 - [INFO] - [E:312| 400]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:34:30,682 - [INFO] - [E:312| 500]: Train Loss:0.00093081, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:35:33,610 - [INFO] - [E:312| 600]: Train Loss:0.00093094, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:36:36,689 - [INFO] - [E:312| 700]: Train Loss:0.00093087, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:37:39,690 - [INFO] - [E:312| 800]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:38:42,676 - [INFO] - [E:312| 900]: Train Loss:0.00093033, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:39:45,625 - [INFO] - [E:312| 1000]: Train Loss:0.00093031, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:40:48,514 - [INFO] - [E:312| 1100]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:41:51,462 - [INFO] - [E:312| 1200]: Train Loss:0.0009308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:42:54,377 - [INFO] - [E:312| 1300]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:43:57,332 - [INFO] - [E:312| 1400]: Train Loss:0.0009305, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:45:00,276 - [INFO] - [E:312| 1500]: Train Loss:0.00093038, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:46:03,296 - [INFO] - [E:312| 1600]: Train Loss:0.00093017, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:46:44,425 - [INFO] - [Epoch:312]: Training Loss:0.0009302 + +2023-05-11 02:46:44,642 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 02:47:05,990 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 02:47:18,335 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 02:47:39,840 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 02:47:52,070 - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.49929, Head : 0.3543, Avg : 0.42679 + +2023-05-11 02:47:52,070 - [INFO] - [Epoch 312]: Training Loss: 0.00093016, Valid MRR: 0.44315, + + + +2023-05-11 02:47:52,715 - [INFO] - [E:313| 0]: Train Loss:0.00090356, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:48:55,682 - [INFO] - [E:313| 100]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:49:58,735 - [INFO] - [E:313| 200]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:51:01,756 - [INFO] - [E:313| 300]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:52:04,741 - [INFO] - [E:313| 400]: Train Loss:0.0009294, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:53:07,695 - [INFO] - [E:313| 500]: Train Loss:0.00092955, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:54:10,714 - [INFO] - [E:313| 600]: Train Loss:0.00092979, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:55:13,678 - [INFO] - [E:313| 700]: Train Loss:0.00092985, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:56:16,698 - [INFO] - [E:313| 800]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:57:19,563 - [INFO] - [E:313| 900]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:58:22,464 - [INFO] - [E:313| 1000]: Train Loss:0.00092991, Val MRR:0.44315, wikidata12k_1n +2023-05-11 02:59:25,466 - [INFO] - [E:313| 1100]: Train Loss:0.00092974, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:00:28,444 - [INFO] - [E:313| 1200]: Train Loss:0.00093001, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:01:31,406 - [INFO] - [E:313| 1300]: Train Loss:0.00092977, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:02:34,390 - [INFO] - [E:313| 1400]: Train Loss:0.00093005, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:03:37,394 - [INFO] - [E:313| 1500]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:04:40,282 - [INFO] - [E:313| 1600]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:05:21,374 - [INFO] - [Epoch:313]: Training Loss:0.0009301 + +2023-05-11 03:05:21,591 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 03:05:42,929 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 03:05:55,297 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 03:06:16,812 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 03:06:29,055 - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.50539, Head : 0.37021, Avg : 0.4378 + +2023-05-11 03:06:29,055 - [INFO] - [Epoch 313]: Training Loss: 0.00093005, Valid MRR: 0.44315, + + + +2023-05-11 03:06:29,698 - [INFO] - [E:314| 0]: Train Loss:0.00090462, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:07:32,686 - [INFO] - [E:314| 100]: Train Loss:0.00093462, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:08:35,677 - [INFO] - [E:314| 200]: Train Loss:0.00093173, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:09:38,653 - [INFO] - [E:314| 300]: Train Loss:0.00093133, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:10:41,648 - [INFO] - [E:314| 400]: Train Loss:0.00093035, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:11:44,696 - [INFO] - [E:314| 500]: Train Loss:0.00093013, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:12:47,696 - [INFO] - [E:314| 600]: Train Loss:0.00093012, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:13:50,652 - [INFO] - [E:314| 700]: Train Loss:0.00092992, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:14:53,652 - [INFO] - [E:314| 800]: Train Loss:0.00093014, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:15:56,645 - [INFO] - [E:314| 900]: Train Loss:0.00092964, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:16:59,639 - [INFO] - [E:314| 1000]: Train Loss:0.00092981, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:18:02,574 - [INFO] - [E:314| 1100]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:19:05,550 - [INFO] - [E:314| 1200]: Train Loss:0.00092973, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:20:08,500 - [INFO] - [E:314| 1300]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:21:11,558 - [INFO] - [E:314| 1400]: Train Loss:0.00092989, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:22:14,531 - [INFO] - [E:314| 1500]: Train Loss:0.00093008, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:23:17,516 - [INFO] - [E:314| 1600]: Train Loss:0.0009301, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:23:58,686 - [INFO] - [Epoch:314]: Training Loss:0.0009301 + +2023-05-11 03:23:58,902 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 03:24:20,246 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 03:24:32,609 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 03:24:54,142 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 03:25:06,380 - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.50672, Head : 0.35864, Avg : 0.43268 + +2023-05-11 03:25:06,380 - [INFO] - [Epoch 314]: Training Loss: 0.00093014, Valid MRR: 0.44315, + + + +2023-05-11 03:25:07,025 - [INFO] - [E:315| 0]: Train Loss:0.00093484, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:26:09,993 - [INFO] - [E:315| 100]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:27:12,903 - [INFO] - [E:315| 200]: Train Loss:0.00092762, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:28:15,853 - [INFO] - [E:315| 300]: Train Loss:0.00092825, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:29:18,872 - [INFO] - [E:315| 400]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:30:21,847 - [INFO] - [E:315| 500]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:31:24,810 - [INFO] - [E:315| 600]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:32:27,732 - [INFO] - [E:315| 700]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:33:30,639 - [INFO] - [E:315| 800]: Train Loss:0.00092929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:34:33,570 - [INFO] - [E:315| 900]: Train Loss:0.0009292, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:35:36,457 - [INFO] - [E:315| 1000]: Train Loss:0.00092933, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:36:39,348 - [INFO] - [E:315| 1100]: Train Loss:0.00092949, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:37:42,314 - [INFO] - [E:315| 1200]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:38:45,265 - [INFO] - [E:315| 1300]: Train Loss:0.00092953, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:39:48,193 - [INFO] - [E:315| 1400]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:40:51,119 - [INFO] - [E:315| 1500]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:41:53,996 - [INFO] - [E:315| 1600]: Train Loss:0.00092988, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:42:35,146 - [INFO] - [Epoch:315]: Training Loss:0.0009301 + +2023-05-11 03:42:35,363 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 03:42:56,724 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 03:43:09,074 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 03:43:30,592 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 03:43:42,837 - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.50906, Head : 0.36455, Avg : 0.43681 + +2023-05-11 03:43:42,837 - [INFO] - [Epoch 315]: Training Loss: 0.00093007, Valid MRR: 0.44315, + + + +2023-05-11 03:43:43,483 - [INFO] - [E:316| 0]: Train Loss:0.00096548, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:44:46,463 - [INFO] - [E:316| 100]: Train Loss:0.00092773, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:45:49,417 - [INFO] - [E:316| 200]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:46:52,492 - [INFO] - [E:316| 300]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:47:55,456 - [INFO] - [E:316| 400]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:48:58,387 - [INFO] - [E:316| 500]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:50:01,298 - [INFO] - [E:316| 600]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:51:04,179 - [INFO] - [E:316| 700]: Train Loss:0.00092912, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:52:07,109 - [INFO] - [E:316| 800]: Train Loss:0.0009293, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:53:09,957 - [INFO] - [E:316| 900]: Train Loss:0.0009292, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:54:12,921 - [INFO] - [E:316| 1000]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:55:15,930 - [INFO] - [E:316| 1100]: Train Loss:0.00092925, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:56:18,872 - [INFO] - [E:316| 1200]: Train Loss:0.00092924, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:57:21,808 - [INFO] - [E:316| 1300]: Train Loss:0.0009296, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:58:24,785 - [INFO] - [E:316| 1400]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n +2023-05-11 03:59:27,692 - [INFO] - [E:316| 1500]: Train Loss:0.00092947, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:00:30,677 - [INFO] - [E:316| 1600]: Train Loss:0.00092953, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:01:11,831 - [INFO] - [Epoch:316]: Training Loss:0.0009298 + +2023-05-11 04:01:12,047 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 04:01:33,393 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 04:01:45,758 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 04:02:07,292 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 04:02:19,529 - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.50167, Head : 0.36627, Avg : 0.43397 + +2023-05-11 04:02:19,529 - [INFO] - [Epoch 316]: Training Loss: 0.00092978, Valid MRR: 0.44315, + + + +2023-05-11 04:02:20,175 - [INFO] - [E:317| 0]: Train Loss:0.00095845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:03:23,161 - [INFO] - [E:317| 100]: Train Loss:0.00093154, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:04:26,136 - [INFO] - [E:317| 200]: Train Loss:0.0009302, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:05:29,122 - [INFO] - [E:317| 300]: Train Loss:0.0009301, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:06:32,041 - [INFO] - [E:317| 400]: Train Loss:0.00093024, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:07:34,974 - [INFO] - [E:317| 500]: Train Loss:0.00093059, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:08:37,945 - [INFO] - [E:317| 600]: Train Loss:0.00093091, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:09:40,818 - [INFO] - [E:317| 700]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:10:43,675 - [INFO] - [E:317| 800]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:11:46,538 - [INFO] - [E:317| 900]: Train Loss:0.0009307, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:12:49,478 - [INFO] - [E:317| 1000]: Train Loss:0.0009307, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:13:52,436 - [INFO] - [E:317| 1100]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:14:55,331 - [INFO] - [E:317| 1200]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:15:58,261 - [INFO] - [E:317| 1300]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:17:01,233 - [INFO] - [E:317| 1400]: Train Loss:0.00093051, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:18:04,197 - [INFO] - [E:317| 1500]: Train Loss:0.00093022, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:19:07,156 - [INFO] - [E:317| 1600]: Train Loss:0.00093038, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:19:48,258 - [INFO] - [Epoch:317]: Training Loss:0.0009302 + +2023-05-11 04:19:48,474 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 04:20:09,790 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 04:20:22,129 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 04:20:43,614 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 04:20:55,843 - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.50327, Head : 0.36651, Avg : 0.43489 + +2023-05-11 04:20:55,843 - [INFO] - [Epoch 317]: Training Loss: 0.00093025, Valid MRR: 0.44315, + + + +2023-05-11 04:20:56,487 - [INFO] - [E:318| 0]: Train Loss:0.00091186, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:21:59,510 - [INFO] - [E:318| 100]: Train Loss:0.0009297, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:23:02,520 - [INFO] - [E:318| 200]: Train Loss:0.00093027, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:24:05,440 - [INFO] - [E:318| 300]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:25:08,297 - [INFO] - [E:318| 400]: Train Loss:0.0009293, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:26:11,200 - [INFO] - [E:318| 500]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:27:14,102 - [INFO] - [E:318| 600]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:28:16,976 - [INFO] - [E:318| 700]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:29:19,954 - [INFO] - [E:318| 800]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:30:23,003 - [INFO] - [E:318| 900]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:31:26,031 - [INFO] - [E:318| 1000]: Train Loss:0.00092926, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:32:29,008 - [INFO] - [E:318| 1100]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:33:31,980 - [INFO] - [E:318| 1200]: Train Loss:0.00092961, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:34:34,951 - [INFO] - [E:318| 1300]: Train Loss:0.00092955, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:35:37,921 - [INFO] - [E:318| 1400]: Train Loss:0.0009296, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:36:40,877 - [INFO] - [E:318| 1500]: Train Loss:0.00092946, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:37:43,823 - [INFO] - [E:318| 1600]: Train Loss:0.00092965, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:38:24,920 - [INFO] - [Epoch:318]: Training Loss:0.0009298 + +2023-05-11 04:38:25,137 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 04:38:46,456 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 04:38:58,814 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 04:39:20,378 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 04:39:32,597 - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.51335, Head : 0.36997, Avg : 0.44166 + +2023-05-11 04:39:32,597 - [INFO] - [Epoch 318]: Training Loss: 0.0009298, Valid MRR: 0.44315, + + + +2023-05-11 04:39:33,242 - [INFO] - [E:319| 0]: Train Loss:0.00093893, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:40:36,249 - [INFO] - [E:319| 100]: Train Loss:0.00093058, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:41:39,149 - [INFO] - [E:319| 200]: Train Loss:0.00093136, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:42:42,057 - [INFO] - [E:319| 300]: Train Loss:0.00093191, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:43:44,953 - [INFO] - [E:319| 400]: Train Loss:0.0009315, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:44:47,814 - [INFO] - [E:319| 500]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:45:50,692 - [INFO] - [E:319| 600]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:46:53,644 - [INFO] - [E:319| 700]: Train Loss:0.00092975, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:47:56,578 - [INFO] - [E:319| 800]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:48:59,535 - [INFO] - [E:319| 900]: Train Loss:0.00093001, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:50:02,461 - [INFO] - [E:319| 1000]: Train Loss:0.00093011, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:51:05,412 - [INFO] - [E:319| 1100]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:52:08,392 - [INFO] - [E:319| 1200]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:53:11,337 - [INFO] - [E:319| 1300]: Train Loss:0.00093035, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:54:14,310 - [INFO] - [E:319| 1400]: Train Loss:0.00093036, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:55:17,215 - [INFO] - [E:319| 1500]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:56:20,185 - [INFO] - [E:319| 1600]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:57:01,428 - [INFO] - [Epoch:319]: Training Loss:0.0009298 + +2023-05-11 04:57:01,644 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 04:57:22,979 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 04:57:35,339 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 04:57:56,884 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 04:58:09,126 - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.50379, Head : 0.36992, Avg : 0.43685 + MR: Tail : 796.78, Head : 957.64, Avg : 877.21 + Hit-1: Tail : 0.42102, Head : 0.27237, Avg : 0.34669 + Hit-3: Tail : 0.55067, Head : 0.4184, Avg : 0.48454 + Hit-10: Tail : 0.659, Head : 0.55364, Avg : 0.60632 +2023-05-11 04:58:09,126 - [INFO] - [Epoch 319]: Training Loss: 0.00092985, Valid MRR: 0.44315, + + + +2023-05-11 04:58:09,771 - [INFO] - [E:320| 0]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-11 04:59:12,736 - [INFO] - [E:320| 100]: Train Loss:0.00093186, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:00:15,714 - [INFO] - [E:320| 200]: Train Loss:0.00093155, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:01:18,688 - [INFO] - [E:320| 300]: Train Loss:0.00093012, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:02:21,646 - [INFO] - [E:320| 400]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:03:24,619 - [INFO] - [E:320| 500]: Train Loss:0.00092974, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:04:27,602 - [INFO] - [E:320| 600]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:05:30,686 - [INFO] - [E:320| 700]: Train Loss:0.00093039, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:06:33,606 - [INFO] - [E:320| 800]: Train Loss:0.00093008, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:07:36,511 - [INFO] - [E:320| 900]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:08:39,422 - [INFO] - [E:320| 1000]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:09:42,306 - [INFO] - [E:320| 1100]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:10:45,244 - [INFO] - [E:320| 1200]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:11:48,233 - [INFO] - [E:320| 1300]: Train Loss:0.00092983, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:12:51,197 - [INFO] - [E:320| 1400]: Train Loss:0.00092988, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:13:54,030 - [INFO] - [E:320| 1500]: Train Loss:0.00092994, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:14:56,908 - [INFO] - [E:320| 1600]: Train Loss:0.00092986, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:15:38,050 - [INFO] - [Epoch:320]: Training Loss:0.0009298 + +2023-05-11 05:15:38,268 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 05:15:59,645 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 05:16:12,007 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 05:16:33,520 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 05:16:45,768 - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.50799, Head : 0.30454, Avg : 0.40626 + +2023-05-11 05:16:45,768 - [INFO] - [Epoch 320]: Training Loss: 0.00092975, Valid MRR: 0.44315, + + + +2023-05-11 05:16:46,412 - [INFO] - [E:321| 0]: Train Loss:0.00090914, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:17:49,395 - [INFO] - [E:321| 100]: Train Loss:0.00092672, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:18:52,366 - [INFO] - [E:321| 200]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:19:55,324 - [INFO] - [E:321| 300]: Train Loss:0.0009277, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:20:58,281 - [INFO] - [E:321| 400]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:22:01,267 - [INFO] - [E:321| 500]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:23:04,195 - [INFO] - [E:321| 600]: Train Loss:0.00092831, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:24:07,118 - [INFO] - [E:321| 700]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:25:10,240 - [INFO] - [E:321| 800]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:26:13,205 - [INFO] - [E:321| 900]: Train Loss:0.00092996, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:27:16,133 - [INFO] - [E:321| 1000]: Train Loss:0.00092975, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:28:19,105 - [INFO] - [E:321| 1100]: Train Loss:0.00093006, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:29:22,028 - [INFO] - [E:321| 1200]: Train Loss:0.00093023, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:30:24,936 - [INFO] - [E:321| 1300]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:31:27,869 - [INFO] - [E:321| 1400]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:32:30,804 - [INFO] - [E:321| 1500]: Train Loss:0.00092994, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:33:33,774 - [INFO] - [E:321| 1600]: Train Loss:0.00092987, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:34:15,002 - [INFO] - [Epoch:321]: Training Loss:0.0009298 + +2023-05-11 05:34:15,219 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 05:34:36,565 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 05:34:48,921 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 05:35:10,433 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 05:35:22,661 - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.50035, Head : 0.36701, Avg : 0.43368 + +2023-05-11 05:35:22,661 - [INFO] - [Epoch 321]: Training Loss: 0.00092981, Valid MRR: 0.44315, + + + +2023-05-11 05:35:23,314 - [INFO] - [E:322| 0]: Train Loss:0.00093032, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:36:26,290 - [INFO] - [E:322| 100]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:37:29,253 - [INFO] - [E:322| 200]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:38:32,246 - [INFO] - [E:322| 300]: Train Loss:0.00093029, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:39:35,116 - [INFO] - [E:322| 400]: Train Loss:0.00092994, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:40:38,114 - [INFO] - [E:322| 500]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:41:41,030 - [INFO] - [E:322| 600]: Train Loss:0.00092958, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:42:44,097 - [INFO] - [E:322| 700]: Train Loss:0.00092935, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:43:47,129 - [INFO] - [E:322| 800]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:44:50,110 - [INFO] - [E:322| 900]: Train Loss:0.00092979, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:45:53,070 - [INFO] - [E:322| 1000]: Train Loss:0.00092967, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:46:56,011 - [INFO] - [E:322| 1100]: Train Loss:0.00092981, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:47:58,835 - [INFO] - [E:322| 1200]: Train Loss:0.00092951, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:49:01,674 - [INFO] - [E:322| 1300]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:50:04,506 - [INFO] - [E:322| 1400]: Train Loss:0.00092948, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:51:07,337 - [INFO] - [E:322| 1500]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:52:10,306 - [INFO] - [E:322| 1600]: Train Loss:0.00092948, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:52:51,439 - [INFO] - [Epoch:322]: Training Loss:0.0009295 + +2023-05-11 05:52:51,654 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 05:53:12,988 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 05:53:25,338 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 05:53:46,856 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 05:53:59,075 - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.50104, Head : 0.34459, Avg : 0.42282 + +2023-05-11 05:53:59,075 - [INFO] - [Epoch 322]: Training Loss: 0.00092952, Valid MRR: 0.44315, + + + +2023-05-11 05:53:59,718 - [INFO] - [E:323| 0]: Train Loss:0.00092344, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:55:02,644 - [INFO] - [E:323| 100]: Train Loss:0.00092535, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:56:05,564 - [INFO] - [E:323| 200]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:57:08,481 - [INFO] - [E:323| 300]: Train Loss:0.00092749, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:58:11,395 - [INFO] - [E:323| 400]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 05:59:14,291 - [INFO] - [E:323| 500]: Train Loss:0.00092874, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:00:17,308 - [INFO] - [E:323| 600]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:01:20,271 - [INFO] - [E:323| 700]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:02:23,224 - [INFO] - [E:323| 800]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:03:26,144 - [INFO] - [E:323| 900]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:04:29,073 - [INFO] - [E:323| 1000]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:05:32,007 - [INFO] - [E:323| 1100]: Train Loss:0.00092896, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:06:34,941 - [INFO] - [E:323| 1200]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:07:37,854 - [INFO] - [E:323| 1300]: Train Loss:0.00092939, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:08:40,807 - [INFO] - [E:323| 1400]: Train Loss:0.00092942, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:09:43,738 - [INFO] - [E:323| 1500]: Train Loss:0.00092942, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:10:46,688 - [INFO] - [E:323| 1600]: Train Loss:0.00092947, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:11:27,789 - [INFO] - [Epoch:323]: Training Loss:0.0009294 + +2023-05-11 06:11:28,007 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 06:11:49,338 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 06:12:01,681 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 06:12:23,175 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 06:12:35,404 - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.50312, Head : 0.34639, Avg : 0.42475 + +2023-05-11 06:12:35,404 - [INFO] - [Epoch 323]: Training Loss: 0.00092944, Valid MRR: 0.44315, + + + +2023-05-11 06:12:36,056 - [INFO] - [E:324| 0]: Train Loss:0.00092003, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:13:38,938 - [INFO] - [E:324| 100]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:14:41,857 - [INFO] - [E:324| 200]: Train Loss:0.00093005, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:15:44,759 - [INFO] - [E:324| 300]: Train Loss:0.00092992, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:16:47,660 - [INFO] - [E:324| 400]: Train Loss:0.00092956, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:17:50,626 - [INFO] - [E:324| 500]: Train Loss:0.00092978, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:18:53,717 - [INFO] - [E:324| 600]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:19:56,638 - [INFO] - [E:324| 700]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:20:59,517 - [INFO] - [E:324| 800]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:22:02,400 - [INFO] - [E:324| 900]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:23:05,351 - [INFO] - [E:324| 1000]: Train Loss:0.0009284, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:24:08,280 - [INFO] - [E:324| 1100]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:25:11,159 - [INFO] - [E:324| 1200]: Train Loss:0.00092857, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:26:14,134 - [INFO] - [E:324| 1300]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:27:17,075 - [INFO] - [E:324| 1400]: Train Loss:0.00092881, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:28:20,026 - [INFO] - [E:324| 1500]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:29:22,893 - [INFO] - [E:324| 1600]: Train Loss:0.00092939, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:30:03,934 - [INFO] - [Epoch:324]: Training Loss:0.0009294 + +2023-05-11 06:30:04,151 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 06:30:25,478 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 06:30:37,824 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 06:30:59,321 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 06:31:11,557 - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.50444, Head : 0.35784, Avg : 0.43114 + +2023-05-11 06:31:11,557 - [INFO] - [Epoch 324]: Training Loss: 0.00092942, Valid MRR: 0.44315, + + + +2023-05-11 06:31:12,206 - [INFO] - [E:325| 0]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:32:15,166 - [INFO] - [E:325| 100]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:33:18,138 - [INFO] - [E:325| 200]: Train Loss:0.00092978, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:34:21,088 - [INFO] - [E:325| 300]: Train Loss:0.00093108, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:35:24,049 - [INFO] - [E:325| 400]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:36:26,915 - [INFO] - [E:325| 500]: Train Loss:0.00092925, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:37:29,826 - [INFO] - [E:325| 600]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:38:32,745 - [INFO] - [E:325| 700]: Train Loss:0.00092898, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:39:35,698 - [INFO] - [E:325| 800]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:40:38,614 - [INFO] - [E:325| 900]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:41:41,555 - [INFO] - [E:325| 1000]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:42:44,518 - [INFO] - [E:325| 1100]: Train Loss:0.00092942, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:43:47,442 - [INFO] - [E:325| 1200]: Train Loss:0.00092938, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:44:50,245 - [INFO] - [E:325| 1300]: Train Loss:0.00092933, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:45:53,050 - [INFO] - [E:325| 1400]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:46:55,857 - [INFO] - [E:325| 1500]: Train Loss:0.00092961, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:47:58,629 - [INFO] - [E:325| 1600]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:48:39,681 - [INFO] - [Epoch:325]: Training Loss:0.0009295 + +2023-05-11 06:48:39,899 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 06:49:01,195 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 06:49:13,529 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 06:49:35,011 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 06:49:47,233 - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.50242, Head : 0.36952, Avg : 0.43597 + +2023-05-11 06:49:47,233 - [INFO] - [Epoch 325]: Training Loss: 0.00092954, Valid MRR: 0.44315, + + + +2023-05-11 06:49:47,877 - [INFO] - [E:326| 0]: Train Loss:0.00090934, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:50:50,695 - [INFO] - [E:326| 100]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:51:53,675 - [INFO] - [E:326| 200]: Train Loss:0.00092951, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:52:56,603 - [INFO] - [E:326| 300]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:53:59,526 - [INFO] - [E:326| 400]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:55:02,475 - [INFO] - [E:326| 500]: Train Loss:0.00092909, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:56:05,428 - [INFO] - [E:326| 600]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:57:08,355 - [INFO] - [E:326| 700]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:58:11,317 - [INFO] - [E:326| 800]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 06:59:14,279 - [INFO] - [E:326| 900]: Train Loss:0.00092859, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:00:17,239 - [INFO] - [E:326| 1000]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:01:20,190 - [INFO] - [E:326| 1100]: Train Loss:0.00092864, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:02:23,206 - [INFO] - [E:326| 1200]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:03:26,293 - [INFO] - [E:326| 1300]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:04:29,196 - [INFO] - [E:326| 1400]: Train Loss:0.00092928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:05:32,111 - [INFO] - [E:326| 1500]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:06:35,067 - [INFO] - [E:326| 1600]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:07:16,125 - [INFO] - [Epoch:326]: Training Loss:0.0009295 + +2023-05-11 07:07:16,343 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 07:07:37,661 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 07:07:49,992 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 07:08:11,471 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 07:08:23,695 - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.50454, Head : 0.36449, Avg : 0.43452 + +2023-05-11 07:08:23,695 - [INFO] - [Epoch 326]: Training Loss: 0.00092946, Valid MRR: 0.44315, + + + +2023-05-11 07:08:24,341 - [INFO] - [E:327| 0]: Train Loss:0.00091749, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:09:27,230 - [INFO] - [E:327| 100]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:10:30,081 - [INFO] - [E:327| 200]: Train Loss:0.00092954, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:11:32,900 - [INFO] - [E:327| 300]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:12:35,720 - [INFO] - [E:327| 400]: Train Loss:0.00092843, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:13:38,560 - [INFO] - [E:327| 500]: Train Loss:0.00092847, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:14:41,546 - [INFO] - [E:327| 600]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:15:44,529 - [INFO] - [E:327| 700]: Train Loss:0.00092924, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:16:47,504 - [INFO] - [E:327| 800]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:17:50,482 - [INFO] - [E:327| 900]: Train Loss:0.00092903, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:18:53,424 - [INFO] - [E:327| 1000]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:19:56,473 - [INFO] - [E:327| 1100]: Train Loss:0.00092883, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:20:59,341 - [INFO] - [E:327| 1200]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:22:02,190 - [INFO] - [E:327| 1300]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:23:05,030 - [INFO] - [E:327| 1400]: Train Loss:0.00092899, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:24:07,828 - [INFO] - [E:327| 1500]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:25:10,640 - [INFO] - [E:327| 1600]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:25:51,697 - [INFO] - [Epoch:327]: Training Loss:0.0009292 + +2023-05-11 07:25:51,914 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 07:26:13,215 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 07:26:25,554 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 07:26:47,059 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 07:26:59,330 - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.49335, Head : 0.37141, Avg : 0.43238 + +2023-05-11 07:26:59,330 - [INFO] - [Epoch 327]: Training Loss: 0.00092922, Valid MRR: 0.44315, + + + +2023-05-11 07:26:59,985 - [INFO] - [E:328| 0]: Train Loss:0.00098278, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:28:02,948 - [INFO] - [E:328| 100]: Train Loss:0.0009286, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:29:05,927 - [INFO] - [E:328| 200]: Train Loss:0.00092999, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:30:08,801 - [INFO] - [E:328| 300]: Train Loss:0.00092931, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:31:11,610 - [INFO] - [E:328| 400]: Train Loss:0.00092967, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:32:14,452 - [INFO] - [E:328| 500]: Train Loss:0.00093178, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:33:17,284 - [INFO] - [E:328| 600]: Train Loss:0.00093161, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:34:20,174 - [INFO] - [E:328| 700]: Train Loss:0.0009318, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:35:23,089 - [INFO] - [E:328| 800]: Train Loss:0.00093142, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:36:26,001 - [INFO] - [E:328| 900]: Train Loss:0.0009313, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:37:28,803 - [INFO] - [E:328| 1000]: Train Loss:0.00093103, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:38:31,696 - [INFO] - [E:328| 1100]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:39:34,622 - [INFO] - [E:328| 1200]: Train Loss:0.00093036, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:40:37,693 - [INFO] - [E:328| 1300]: Train Loss:0.00093037, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:41:40,657 - [INFO] - [E:328| 1400]: Train Loss:0.00093029, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:42:43,644 - [INFO] - [E:328| 1500]: Train Loss:0.00093062, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:43:46,574 - [INFO] - [E:328| 1600]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:44:27,825 - [INFO] - [Epoch:328]: Training Loss:0.0009305 + +2023-05-11 07:44:28,042 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 07:44:49,353 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 07:45:01,696 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 07:45:23,181 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 07:45:35,419 - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.49839, Head : 0.36636, Avg : 0.43237 + +2023-05-11 07:45:35,419 - [INFO] - [Epoch 328]: Training Loss: 0.00093047, Valid MRR: 0.44315, + + + +2023-05-11 07:45:36,061 - [INFO] - [E:329| 0]: Train Loss:0.00091753, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:46:38,899 - [INFO] - [E:329| 100]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:47:41,706 - [INFO] - [E:329| 200]: Train Loss:0.00092869, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:48:44,514 - [INFO] - [E:329| 300]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:49:47,354 - [INFO] - [E:329| 400]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:50:50,545 - [INFO] - [E:329| 500]: Train Loss:0.00092898, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:51:53,562 - [INFO] - [E:329| 600]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:52:56,513 - [INFO] - [E:329| 700]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:53:59,520 - [INFO] - [E:329| 800]: Train Loss:0.00092844, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:55:02,430 - [INFO] - [E:329| 900]: Train Loss:0.00092816, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:56:05,313 - [INFO] - [E:329| 1000]: Train Loss:0.00092858, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:57:08,147 - [INFO] - [E:329| 1100]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:58:11,015 - [INFO] - [E:329| 1200]: Train Loss:0.00092864, Val MRR:0.44315, wikidata12k_1n +2023-05-11 07:59:13,870 - [INFO] - [E:329| 1300]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:00:16,839 - [INFO] - [E:329| 1400]: Train Loss:0.00092885, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:01:19,645 - [INFO] - [E:329| 1500]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:02:22,577 - [INFO] - [E:329| 1600]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:03:03,682 - [INFO] - [Epoch:329]: Training Loss:0.0009292 + +2023-05-11 08:03:03,898 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 08:03:25,235 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 08:03:37,585 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 08:03:59,090 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 08:04:11,317 - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.50677, Head : 0.37342, Avg : 0.44009 + MR: Tail : 787.59, Head : 963.98, Avg : 875.79 + Hit-1: Tail : 0.42419, Head : 0.2786, Avg : 0.3514 + Hit-3: Tail : 0.55626, Head : 0.42147, Avg : 0.48887 + Hit-10: Tail : 0.65707, Head : 0.55523, Avg : 0.60615 +2023-05-11 08:04:11,317 - [INFO] - [Epoch 329]: Training Loss: 0.00092916, Valid MRR: 0.44315, + + + +2023-05-11 08:04:11,962 - [INFO] - [E:330| 0]: Train Loss:0.00091164, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:05:14,873 - [INFO] - [E:330| 100]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:06:17,781 - [INFO] - [E:330| 200]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:07:20,568 - [INFO] - [E:330| 300]: Train Loss:0.00092842, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:08:23,385 - [INFO] - [E:330| 400]: Train Loss:0.00092929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:09:26,189 - [INFO] - [E:330| 500]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:10:29,087 - [INFO] - [E:330| 600]: Train Loss:0.00092803, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:11:31,949 - [INFO] - [E:330| 700]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:12:34,766 - [INFO] - [E:330| 800]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:13:37,621 - [INFO] - [E:330| 900]: Train Loss:0.0009284, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:14:40,471 - [INFO] - [E:330| 1000]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:15:43,362 - [INFO] - [E:330| 1100]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:16:46,247 - [INFO] - [E:330| 1200]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:17:49,146 - [INFO] - [E:330| 1300]: Train Loss:0.00092903, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:18:52,087 - [INFO] - [E:330| 1400]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:19:55,089 - [INFO] - [E:330| 1500]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:20:58,032 - [INFO] - [E:330| 1600]: Train Loss:0.00092918, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:21:39,077 - [INFO] - [Epoch:330]: Training Loss:0.0009291 + +2023-05-11 08:21:39,292 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 08:22:00,593 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 08:22:12,927 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 08:22:34,422 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 08:22:46,632 - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.50354, Head : 0.3675, Avg : 0.43552 + +2023-05-11 08:22:46,632 - [INFO] - [Epoch 330]: Training Loss: 0.00092906, Valid MRR: 0.44315, + + + +2023-05-11 08:22:47,275 - [INFO] - [E:331| 0]: Train Loss:0.00091834, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:23:50,148 - [INFO] - [E:331| 100]: Train Loss:0.00093058, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:24:52,931 - [INFO] - [E:331| 200]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:25:55,789 - [INFO] - [E:331| 300]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:26:58,642 - [INFO] - [E:331| 400]: Train Loss:0.00092903, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:28:01,678 - [INFO] - [E:331| 500]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:29:04,744 - [INFO] - [E:331| 600]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:30:07,848 - [INFO] - [E:331| 700]: Train Loss:0.00092885, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:31:10,762 - [INFO] - [E:331| 800]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:32:13,566 - [INFO] - [E:331| 900]: Train Loss:0.00092913, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:33:16,542 - [INFO] - [E:331| 1000]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:34:19,500 - [INFO] - [E:331| 1100]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:35:22,464 - [INFO] - [E:331| 1200]: Train Loss:0.00092927, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:36:25,370 - [INFO] - [E:331| 1300]: Train Loss:0.00092883, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:37:28,188 - [INFO] - [E:331| 1400]: Train Loss:0.00092891, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:38:31,082 - [INFO] - [E:331| 1500]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:39:34,011 - [INFO] - [E:331| 1600]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:40:15,145 - [INFO] - [Epoch:331]: Training Loss:0.0009288 + +2023-05-11 08:40:15,362 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 08:40:36,700 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 08:40:49,044 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 08:41:10,541 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 08:41:22,773 - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.49806, Head : 0.37228, Avg : 0.43517 + +2023-05-11 08:41:22,773 - [INFO] - [Epoch 331]: Training Loss: 0.00092879, Valid MRR: 0.44315, + + + +2023-05-11 08:41:23,420 - [INFO] - [E:332| 0]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:42:26,321 - [INFO] - [E:332| 100]: Train Loss:0.00093019, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:43:29,138 - [INFO] - [E:332| 200]: Train Loss:0.0009314, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:44:32,075 - [INFO] - [E:332| 300]: Train Loss:0.00093017, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:45:35,055 - [INFO] - [E:332| 400]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:46:37,957 - [INFO] - [E:332| 500]: Train Loss:0.00092987, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:47:40,888 - [INFO] - [E:332| 600]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:48:43,844 - [INFO] - [E:332| 700]: Train Loss:0.00092965, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:49:46,760 - [INFO] - [E:332| 800]: Train Loss:0.00092947, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:50:49,707 - [INFO] - [E:332| 900]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:51:52,621 - [INFO] - [E:332| 1000]: Train Loss:0.00092965, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:52:55,530 - [INFO] - [E:332| 1100]: Train Loss:0.00092979, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:53:58,623 - [INFO] - [E:332| 1200]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:55:01,499 - [INFO] - [E:332| 1300]: Train Loss:0.00092973, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:56:04,314 - [INFO] - [E:332| 1400]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:57:07,172 - [INFO] - [E:332| 1500]: Train Loss:0.00092913, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:58:09,982 - [INFO] - [E:332| 1600]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 08:58:51,182 - [INFO] - [Epoch:332]: Training Loss:0.000929 + +2023-05-11 08:58:51,400 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 08:59:12,772 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 08:59:25,140 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 08:59:46,695 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 08:59:58,944 - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.49687, Head : 0.3627, Avg : 0.42979 + +2023-05-11 08:59:58,945 - [INFO] - [Epoch 332]: Training Loss: 0.00092902, Valid MRR: 0.44315, + + + +2023-05-11 08:59:59,588 - [INFO] - [E:333| 0]: Train Loss:0.00093705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:01:02,431 - [INFO] - [E:333| 100]: Train Loss:0.00092969, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:02:05,248 - [INFO] - [E:333| 200]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:03:08,132 - [INFO] - [E:333| 300]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:04:10,896 - [INFO] - [E:333| 400]: Train Loss:0.00092964, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:05:13,724 - [INFO] - [E:333| 500]: Train Loss:0.00092948, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:06:16,499 - [INFO] - [E:333| 600]: Train Loss:0.00092925, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:07:19,287 - [INFO] - [E:333| 700]: Train Loss:0.00092913, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:08:22,092 - [INFO] - [E:333| 800]: Train Loss:0.00092915, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:09:24,914 - [INFO] - [E:333| 900]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:10:27,644 - [INFO] - [E:333| 1000]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:11:30,456 - [INFO] - [E:333| 1100]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:12:33,179 - [INFO] - [E:333| 1200]: Train Loss:0.00092891, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:13:35,981 - [INFO] - [E:333| 1300]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:14:38,756 - [INFO] - [E:333| 1400]: Train Loss:0.00092879, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:15:41,528 - [INFO] - [E:333| 1500]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:16:44,301 - [INFO] - [E:333| 1600]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:17:25,315 - [INFO] - [Epoch:333]: Training Loss:0.0009289 + +2023-05-11 09:17:25,531 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 09:17:46,782 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 09:17:59,083 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 09:18:20,521 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 09:18:32,708 - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.50134, Head : 0.35464, Avg : 0.42799 + +2023-05-11 09:18:32,709 - [INFO] - [Epoch 333]: Training Loss: 0.00092891, Valid MRR: 0.44315, + + + +2023-05-11 09:18:33,353 - [INFO] - [E:334| 0]: Train Loss:0.0009184, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:19:36,202 - [INFO] - [E:334| 100]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:20:39,106 - [INFO] - [E:334| 200]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:21:41,970 - [INFO] - [E:334| 300]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:22:44,861 - [INFO] - [E:334| 400]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:23:47,753 - [INFO] - [E:334| 500]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:24:50,709 - [INFO] - [E:334| 600]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:25:53,648 - [INFO] - [E:334| 700]: Train Loss:0.00092843, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:26:56,616 - [INFO] - [E:334| 800]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:27:59,597 - [INFO] - [E:334| 900]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:29:02,638 - [INFO] - [E:334| 1000]: Train Loss:0.00092842, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:30:05,599 - [INFO] - [E:334| 1100]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:31:08,560 - [INFO] - [E:334| 1200]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:32:11,497 - [INFO] - [E:334| 1300]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:33:14,440 - [INFO] - [E:334| 1400]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:34:17,383 - [INFO] - [E:334| 1500]: Train Loss:0.00092891, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:35:20,344 - [INFO] - [E:334| 1600]: Train Loss:0.00092893, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:36:01,494 - [INFO] - [Epoch:334]: Training Loss:0.0009289 + +2023-05-11 09:36:01,711 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 09:36:23,082 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 09:36:35,441 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 09:36:57,076 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 09:37:09,322 - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.50696, Head : 0.36483, Avg : 0.43589 + +2023-05-11 09:37:09,322 - [INFO] - [Epoch 334]: Training Loss: 0.00092889, Valid MRR: 0.44315, + + + +2023-05-11 09:37:09,966 - [INFO] - [E:335| 0]: Train Loss:0.00092276, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:38:12,868 - [INFO] - [E:335| 100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:39:15,793 - [INFO] - [E:335| 200]: Train Loss:0.0009275, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:40:18,699 - [INFO] - [E:335| 300]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:41:21,725 - [INFO] - [E:335| 400]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:42:24,745 - [INFO] - [E:335| 500]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:43:27,658 - [INFO] - [E:335| 600]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:44:30,632 - [INFO] - [E:335| 700]: Train Loss:0.00092897, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:45:33,618 - [INFO] - [E:335| 800]: Train Loss:0.00092906, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:46:36,624 - [INFO] - [E:335| 900]: Train Loss:0.00092964, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:47:39,615 - [INFO] - [E:335| 1000]: Train Loss:0.00092933, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:48:42,628 - [INFO] - [E:335| 1100]: Train Loss:0.00092937, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:49:45,609 - [INFO] - [E:335| 1200]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:50:48,573 - [INFO] - [E:335| 1300]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:51:51,518 - [INFO] - [E:335| 1400]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:52:54,458 - [INFO] - [E:335| 1500]: Train Loss:0.00092912, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:53:57,413 - [INFO] - [E:335| 1600]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:54:38,664 - [INFO] - [Epoch:335]: Training Loss:0.0009292 + +2023-05-11 09:54:38,881 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 09:55:00,245 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 09:55:12,625 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 09:55:34,164 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 09:55:46,426 - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.50467, Head : 0.36611, Avg : 0.43539 + +2023-05-11 09:55:46,426 - [INFO] - [Epoch 335]: Training Loss: 0.00092921, Valid MRR: 0.44315, + + + +2023-05-11 09:55:47,070 - [INFO] - [E:336| 0]: Train Loss:0.00091263, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:56:50,041 - [INFO] - [E:336| 100]: Train Loss:0.00092732, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:57:53,003 - [INFO] - [E:336| 200]: Train Loss:0.00092769, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:58:55,976 - [INFO] - [E:336| 300]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 09:59:58,945 - [INFO] - [E:336| 400]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:01:01,922 - [INFO] - [E:336| 500]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:02:04,909 - [INFO] - [E:336| 600]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:03:07,921 - [INFO] - [E:336| 700]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:04:10,973 - [INFO] - [E:336| 800]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:05:14,044 - [INFO] - [E:336| 900]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:06:17,054 - [INFO] - [E:336| 1000]: Train Loss:0.00092835, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:07:20,019 - [INFO] - [E:336| 1100]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:08:23,020 - [INFO] - [E:336| 1200]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:09:26,179 - [INFO] - [E:336| 1300]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:10:29,194 - [INFO] - [E:336| 1400]: Train Loss:0.00092896, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:11:32,163 - [INFO] - [E:336| 1500]: Train Loss:0.00092898, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:12:35,216 - [INFO] - [E:336| 1600]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:13:16,335 - [INFO] - [Epoch:336]: Training Loss:0.0009288 + +2023-05-11 10:13:16,552 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 10:13:37,891 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 10:13:50,250 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 10:14:11,766 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 10:14:24,017 - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.49651, Head : 0.36644, Avg : 0.43147 + +2023-05-11 10:14:24,017 - [INFO] - [Epoch 336]: Training Loss: 0.00092878, Valid MRR: 0.44315, + + + +2023-05-11 10:14:24,662 - [INFO] - [E:337| 0]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:15:27,522 - [INFO] - [E:337| 100]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:16:30,440 - [INFO] - [E:337| 200]: Train Loss:0.00092858, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:17:33,369 - [INFO] - [E:337| 300]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:18:36,232 - [INFO] - [E:337| 400]: Train Loss:0.00092863, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:19:39,121 - [INFO] - [E:337| 500]: Train Loss:0.00092919, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:20:42,104 - [INFO] - [E:337| 600]: Train Loss:0.00092885, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:21:45,067 - [INFO] - [E:337| 700]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:22:47,994 - [INFO] - [E:337| 800]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:23:50,880 - [INFO] - [E:337| 900]: Train Loss:0.00092866, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:24:53,736 - [INFO] - [E:337| 1000]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:25:56,592 - [INFO] - [E:337| 1100]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:26:59,452 - [INFO] - [E:337| 1200]: Train Loss:0.00092874, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:28:02,320 - [INFO] - [E:337| 1300]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:29:05,207 - [INFO] - [E:337| 1400]: Train Loss:0.00092874, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:30:08,279 - [INFO] - [E:337| 1500]: Train Loss:0.00092892, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:31:11,204 - [INFO] - [E:337| 1600]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:31:52,322 - [INFO] - [Epoch:337]: Training Loss:0.000929 + +2023-05-11 10:31:52,538 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 10:32:13,898 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 10:32:26,263 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 10:32:47,800 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 10:33:00,043 - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.50555, Head : 0.35743, Avg : 0.43149 + +2023-05-11 10:33:00,043 - [INFO] - [Epoch 337]: Training Loss: 0.00092896, Valid MRR: 0.44315, + + + +2023-05-11 10:33:00,686 - [INFO] - [E:338| 0]: Train Loss:0.00091134, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:34:03,565 - [INFO] - [E:338| 100]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:35:06,486 - [INFO] - [E:338| 200]: Train Loss:0.00092626, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:36:09,395 - [INFO] - [E:338| 300]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:37:12,364 - [INFO] - [E:338| 400]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:38:15,420 - [INFO] - [E:338| 500]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:39:18,324 - [INFO] - [E:338| 600]: Train Loss:0.00092916, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:40:21,241 - [INFO] - [E:338| 700]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:41:24,130 - [INFO] - [E:338| 800]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:42:27,043 - [INFO] - [E:338| 900]: Train Loss:0.00092962, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:43:29,932 - [INFO] - [E:338| 1000]: Train Loss:0.00092938, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:44:32,880 - [INFO] - [E:338| 1100]: Train Loss:0.00092943, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:45:35,829 - [INFO] - [E:338| 1200]: Train Loss:0.00092938, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:46:38,787 - [INFO] - [E:338| 1300]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:47:41,789 - [INFO] - [E:338| 1400]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:48:44,759 - [INFO] - [E:338| 1500]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:49:47,683 - [INFO] - [E:338| 1600]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:50:28,846 - [INFO] - [Epoch:338]: Training Loss:0.0009292 + +2023-05-11 10:50:29,063 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 10:50:50,450 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 10:51:02,849 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 10:51:24,458 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 10:51:36,723 - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.51091, Head : 0.35782, Avg : 0.43437 + +2023-05-11 10:51:36,723 - [INFO] - [Epoch 338]: Training Loss: 0.0009292, Valid MRR: 0.44315, + + + +2023-05-11 10:51:37,368 - [INFO] - [E:339| 0]: Train Loss:0.00091766, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:52:40,317 - [INFO] - [E:339| 100]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:53:43,459 - [INFO] - [E:339| 200]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:54:46,527 - [INFO] - [E:339| 300]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:55:49,592 - [INFO] - [E:339| 400]: Train Loss:0.00092919, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:56:52,603 - [INFO] - [E:339| 500]: Train Loss:0.0009286, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:57:55,583 - [INFO] - [E:339| 600]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-11 10:58:58,598 - [INFO] - [E:339| 700]: Train Loss:0.00092897, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:00:01,603 - [INFO] - [E:339| 800]: Train Loss:0.00092893, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:01:04,582 - [INFO] - [E:339| 900]: Train Loss:0.00092879, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:02:07,577 - [INFO] - [E:339| 1000]: Train Loss:0.00092872, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:03:10,606 - [INFO] - [E:339| 1100]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:04:13,726 - [INFO] - [E:339| 1200]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:05:16,698 - [INFO] - [E:339| 1300]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:06:19,647 - [INFO] - [E:339| 1400]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:07:22,561 - [INFO] - [E:339| 1500]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:08:25,557 - [INFO] - [E:339| 1600]: Train Loss:0.00092861, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:09:06,851 - [INFO] - [Epoch:339]: Training Loss:0.0009286 + +2023-05-11 11:09:07,068 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 11:09:28,479 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 11:09:40,865 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 11:10:02,453 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 11:10:14,742 - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.51163, Head : 0.3586, Avg : 0.43512 + MR: Tail : 799.66, Head : 977.52, Avg : 888.59 + Hit-1: Tail : 0.42993, Head : 0.25955, Avg : 0.34474 + Hit-3: Tail : 0.56003, Head : 0.41013, Avg : 0.48508 + Hit-10: Tail : 0.65964, Head : 0.54731, Avg : 0.60347 +2023-05-11 11:10:14,742 - [INFO] - [Epoch 339]: Training Loss: 0.00092856, Valid MRR: 0.44315, + + + +2023-05-11 11:10:15,387 - [INFO] - [E:340| 0]: Train Loss:0.00098035, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:11:18,387 - [INFO] - [E:340| 100]: Train Loss:0.00093005, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:12:21,350 - [INFO] - [E:340| 200]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:13:24,285 - [INFO] - [E:340| 300]: Train Loss:0.00092811, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:14:27,173 - [INFO] - [E:340| 400]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:15:30,097 - [INFO] - [E:340| 500]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:16:33,073 - [INFO] - [E:340| 600]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:17:36,076 - [INFO] - [E:340| 700]: Train Loss:0.00092852, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:18:39,117 - [INFO] - [E:340| 800]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:19:42,037 - [INFO] - [E:340| 900]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:20:44,977 - [INFO] - [E:340| 1000]: Train Loss:0.00092899, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:21:48,022 - [INFO] - [E:340| 1100]: Train Loss:0.00092886, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:22:50,987 - [INFO] - [E:340| 1200]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:23:53,959 - [INFO] - [E:340| 1300]: Train Loss:0.00092861, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:24:56,932 - [INFO] - [E:340| 1400]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:25:59,910 - [INFO] - [E:340| 1500]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:27:02,899 - [INFO] - [E:340| 1600]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:27:44,036 - [INFO] - [Epoch:340]: Training Loss:0.0009286 + +2023-05-11 11:27:44,254 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 11:28:05,639 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 11:28:18,025 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 11:28:39,568 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 11:28:51,823 - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.50881, Head : 0.37246, Avg : 0.44064 + +2023-05-11 11:28:51,823 - [INFO] - [Epoch 340]: Training Loss: 0.00092859, Valid MRR: 0.44315, + + + +2023-05-11 11:28:52,466 - [INFO] - [E:341| 0]: Train Loss:0.00090808, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:29:55,394 - [INFO] - [E:341| 100]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:30:58,457 - [INFO] - [E:341| 200]: Train Loss:0.00092959, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:32:01,442 - [INFO] - [E:341| 300]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:33:04,426 - [INFO] - [E:341| 400]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:34:07,430 - [INFO] - [E:341| 500]: Train Loss:0.00092896, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:35:10,442 - [INFO] - [E:341| 600]: Train Loss:0.00092886, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:36:13,441 - [INFO] - [E:341| 700]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:37:16,457 - [INFO] - [E:341| 800]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:38:19,458 - [INFO] - [E:341| 900]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:39:22,431 - [INFO] - [E:341| 1000]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:40:25,462 - [INFO] - [E:341| 1100]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:41:28,483 - [INFO] - [E:341| 1200]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:42:31,474 - [INFO] - [E:341| 1300]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:43:34,522 - [INFO] - [E:341| 1400]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:44:37,573 - [INFO] - [E:341| 1500]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:45:40,571 - [INFO] - [E:341| 1600]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:46:21,757 - [INFO] - [Epoch:341]: Training Loss:0.0009286 + +2023-05-11 11:46:21,975 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 11:46:43,372 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 11:46:55,759 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 11:47:17,346 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 11:47:29,616 - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.50763, Head : 0.3218, Avg : 0.41471 + +2023-05-11 11:47:29,616 - [INFO] - [Epoch 341]: Training Loss: 0.00092859, Valid MRR: 0.44315, + + + +2023-05-11 11:47:30,261 - [INFO] - [E:342| 0]: Train Loss:0.00099649, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:48:33,310 - [INFO] - [E:342| 100]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:49:36,387 - [INFO] - [E:342| 200]: Train Loss:0.00093262, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:50:39,402 - [INFO] - [E:342| 300]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:51:42,416 - [INFO] - [E:342| 400]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:52:45,371 - [INFO] - [E:342| 500]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:53:48,373 - [INFO] - [E:342| 600]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:54:51,418 - [INFO] - [E:342| 700]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:55:54,414 - [INFO] - [E:342| 800]: Train Loss:0.00092842, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:56:57,398 - [INFO] - [E:342| 900]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:58:00,481 - [INFO] - [E:342| 1000]: Train Loss:0.00092801, Val MRR:0.44315, wikidata12k_1n +2023-05-11 11:59:03,555 - [INFO] - [E:342| 1100]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:00:06,591 - [INFO] - [E:342| 1200]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:01:09,601 - [INFO] - [E:342| 1300]: Train Loss:0.0009278, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:02:12,635 - [INFO] - [E:342| 1400]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:03:15,641 - [INFO] - [E:342| 1500]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:04:18,673 - [INFO] - [E:342| 1600]: Train Loss:0.00092844, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:04:59,843 - [INFO] - [Epoch:342]: Training Loss:0.0009285 + +2023-05-11 12:05:00,060 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 12:05:21,447 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 12:05:33,831 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 12:05:55,395 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 12:06:07,661 - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.50565, Head : 0.36252, Avg : 0.43408 + +2023-05-11 12:06:07,661 - [INFO] - [Epoch 342]: Training Loss: 0.00092849, Valid MRR: 0.44315, + + + +2023-05-11 12:06:08,306 - [INFO] - [E:343| 0]: Train Loss:0.00094367, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:07:11,398 - [INFO] - [E:343| 100]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:08:14,417 - [INFO] - [E:343| 200]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:09:17,436 - [INFO] - [E:343| 300]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:10:20,423 - [INFO] - [E:343| 400]: Train Loss:0.00092801, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:11:23,449 - [INFO] - [E:343| 500]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:12:26,503 - [INFO] - [E:343| 600]: Train Loss:0.00092857, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:13:29,535 - [INFO] - [E:343| 700]: Train Loss:0.00092854, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:14:32,545 - [INFO] - [E:343| 800]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:15:35,598 - [INFO] - [E:343| 900]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:16:38,714 - [INFO] - [E:343| 1000]: Train Loss:0.00092851, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:17:41,761 - [INFO] - [E:343| 1100]: Train Loss:0.00092852, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:18:44,817 - [INFO] - [E:343| 1200]: Train Loss:0.00092855, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:19:47,829 - [INFO] - [E:343| 1300]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:20:50,810 - [INFO] - [E:343| 1400]: Train Loss:0.00092835, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:21:53,780 - [INFO] - [E:343| 1500]: Train Loss:0.00092834, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:22:56,775 - [INFO] - [E:343| 1600]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:23:37,914 - [INFO] - [Epoch:343]: Training Loss:0.0009286 + +2023-05-11 12:23:38,131 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 12:23:59,503 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 12:24:11,888 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 12:24:33,488 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 12:24:45,792 - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.50788, Head : 0.36733, Avg : 0.43761 + +2023-05-11 12:24:45,792 - [INFO] - [Epoch 343]: Training Loss: 0.00092861, Valid MRR: 0.44315, + + + +2023-05-11 12:24:46,436 - [INFO] - [E:344| 0]: Train Loss:0.0009466, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:25:49,425 - [INFO] - [E:344| 100]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:26:52,399 - [INFO] - [E:344| 200]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:27:55,396 - [INFO] - [E:344| 300]: Train Loss:0.00092861, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:28:58,422 - [INFO] - [E:344| 400]: Train Loss:0.00092943, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:30:01,386 - [INFO] - [E:344| 500]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:31:04,395 - [INFO] - [E:344| 600]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:32:07,387 - [INFO] - [E:344| 700]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:33:10,435 - [INFO] - [E:344| 800]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:34:13,594 - [INFO] - [E:344| 900]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:35:16,651 - [INFO] - [E:344| 1000]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:36:19,698 - [INFO] - [E:344| 1100]: Train Loss:0.00092912, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:37:22,672 - [INFO] - [E:344| 1200]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:38:25,711 - [INFO] - [E:344| 1300]: Train Loss:0.00092872, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:39:28,723 - [INFO] - [E:344| 1400]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:40:31,749 - [INFO] - [E:344| 1500]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:41:34,740 - [INFO] - [E:344| 1600]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:42:16,062 - [INFO] - [Epoch:344]: Training Loss:0.0009286 + +2023-05-11 12:42:16,286 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 12:42:37,680 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 12:42:50,053 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 12:43:11,630 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 12:43:23,893 - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.50221, Head : 0.37169, Avg : 0.43695 + +2023-05-11 12:43:23,893 - [INFO] - [Epoch 344]: Training Loss: 0.00092863, Valid MRR: 0.44315, + + + +2023-05-11 12:43:24,540 - [INFO] - [E:345| 0]: Train Loss:0.00093687, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:44:27,689 - [INFO] - [E:345| 100]: Train Loss:0.00092847, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:45:30,674 - [INFO] - [E:345| 200]: Train Loss:0.0009268, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:46:33,729 - [INFO] - [E:345| 300]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:47:36,842 - [INFO] - [E:345| 400]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:48:39,832 - [INFO] - [E:345| 500]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:49:42,807 - [INFO] - [E:345| 600]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:50:45,872 - [INFO] - [E:345| 700]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:51:48,915 - [INFO] - [E:345| 800]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:52:51,908 - [INFO] - [E:345| 900]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:53:54,882 - [INFO] - [E:345| 1000]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:54:57,902 - [INFO] - [E:345| 1100]: Train Loss:0.00092828, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:56:00,925 - [INFO] - [E:345| 1200]: Train Loss:0.00092828, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:57:03,982 - [INFO] - [E:345| 1300]: Train Loss:0.00092789, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:58:06,980 - [INFO] - [E:345| 1400]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 12:59:10,005 - [INFO] - [E:345| 1500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:00:13,104 - [INFO] - [E:345| 1600]: Train Loss:0.00092829, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:00:54,243 - [INFO] - [Epoch:345]: Training Loss:0.0009282 + +2023-05-11 13:00:54,460 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 13:01:15,826 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 13:01:28,192 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 13:01:49,734 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 13:02:01,995 - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.51214, Head : 0.3724, Avg : 0.44227 + +2023-05-11 13:02:01,996 - [INFO] - [Epoch 345]: Training Loss: 0.0009282, Valid MRR: 0.44315, + + + +2023-05-11 13:02:02,639 - [INFO] - [E:346| 0]: Train Loss:0.00093931, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:03:05,616 - [INFO] - [E:346| 100]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:04:08,616 - [INFO] - [E:346| 200]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:05:11,593 - [INFO] - [E:346| 300]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:06:14,563 - [INFO] - [E:346| 400]: Train Loss:0.00092813, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:07:17,564 - [INFO] - [E:346| 500]: Train Loss:0.00092745, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:08:20,583 - [INFO] - [E:346| 600]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:09:23,520 - [INFO] - [E:346| 700]: Train Loss:0.00092784, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:10:26,513 - [INFO] - [E:346| 800]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:11:29,554 - [INFO] - [E:346| 900]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:12:32,517 - [INFO] - [E:346| 1000]: Train Loss:0.00092791, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:13:35,486 - [INFO] - [E:346| 1100]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:14:38,483 - [INFO] - [E:346| 1200]: Train Loss:0.00092798, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:15:41,507 - [INFO] - [E:346| 1300]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:16:44,598 - [INFO] - [E:346| 1400]: Train Loss:0.00092835, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:17:47,588 - [INFO] - [E:346| 1500]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:18:50,571 - [INFO] - [E:346| 1600]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:19:31,757 - [INFO] - [Epoch:346]: Training Loss:0.0009285 + +2023-05-11 13:19:31,975 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 13:19:53,348 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 13:20:05,725 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 13:20:27,259 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 13:20:39,515 - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.50688, Head : 0.36906, Avg : 0.43797 + +2023-05-11 13:20:39,516 - [INFO] - [Epoch 346]: Training Loss: 0.00092847, Valid MRR: 0.44315, + + + +2023-05-11 13:20:40,163 - [INFO] - [E:347| 0]: Train Loss:0.00092521, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:21:43,078 - [INFO] - [E:347| 100]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:22:46,068 - [INFO] - [E:347| 200]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:23:49,009 - [INFO] - [E:347| 300]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:24:52,079 - [INFO] - [E:347| 400]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:25:55,111 - [INFO] - [E:347| 500]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:26:58,088 - [INFO] - [E:347| 600]: Train Loss:0.00092803, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:28:01,055 - [INFO] - [E:347| 700]: Train Loss:0.00092833, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:29:04,025 - [INFO] - [E:347| 800]: Train Loss:0.00092844, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:30:07,016 - [INFO] - [E:347| 900]: Train Loss:0.00092836, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:31:10,001 - [INFO] - [E:347| 1000]: Train Loss:0.00092815, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:32:13,006 - [INFO] - [E:347| 1100]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:33:16,021 - [INFO] - [E:347| 1200]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:34:18,972 - [INFO] - [E:347| 1300]: Train Loss:0.00092791, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:35:21,900 - [INFO] - [E:347| 1400]: Train Loss:0.0009281, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:36:24,766 - [INFO] - [E:347| 1500]: Train Loss:0.00092805, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:37:27,646 - [INFO] - [E:347| 1600]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:38:08,732 - [INFO] - [Epoch:347]: Training Loss:0.0009283 + +2023-05-11 13:38:08,948 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 13:38:30,279 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 13:38:42,642 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 13:39:04,169 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 13:39:16,396 - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.50858, Head : 0.36831, Avg : 0.43845 + +2023-05-11 13:39:16,396 - [INFO] - [Epoch 347]: Training Loss: 0.00092829, Valid MRR: 0.44315, + + + +2023-05-11 13:39:17,040 - [INFO] - [E:348| 0]: Train Loss:0.00092362, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:40:20,008 - [INFO] - [E:348| 100]: Train Loss:0.00092469, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:41:22,991 - [INFO] - [E:348| 200]: Train Loss:0.00092658, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:42:25,940 - [INFO] - [E:348| 300]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:43:28,905 - [INFO] - [E:348| 400]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:44:31,844 - [INFO] - [E:348| 500]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:45:34,761 - [INFO] - [E:348| 600]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:46:37,675 - [INFO] - [E:348| 700]: Train Loss:0.00092816, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:47:40,630 - [INFO] - [E:348| 800]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:48:43,574 - [INFO] - [E:348| 900]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:49:46,596 - [INFO] - [E:348| 1000]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:50:49,561 - [INFO] - [E:348| 1100]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:51:52,633 - [INFO] - [E:348| 1200]: Train Loss:0.0009281, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:52:55,606 - [INFO] - [E:348| 1300]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:53:58,672 - [INFO] - [E:348| 1400]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:55:01,639 - [INFO] - [E:348| 1500]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:56:04,672 - [INFO] - [E:348| 1600]: Train Loss:0.00092823, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:56:45,875 - [INFO] - [Epoch:348]: Training Loss:0.0009282 + +2023-05-11 13:56:46,090 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 13:57:07,462 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 13:57:19,832 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 13:57:41,366 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 13:57:53,615 - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.50311, Head : 0.36737, Avg : 0.43524 + +2023-05-11 13:57:53,616 - [INFO] - [Epoch 348]: Training Loss: 0.00092825, Valid MRR: 0.44315, + + + +2023-05-11 13:57:54,258 - [INFO] - [E:349| 0]: Train Loss:0.000908, Val MRR:0.44315, wikidata12k_1n +2023-05-11 13:58:57,394 - [INFO] - [E:349| 100]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:00:00,373 - [INFO] - [E:349| 200]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:01:03,377 - [INFO] - [E:349| 300]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:02:06,367 - [INFO] - [E:349| 400]: Train Loss:0.0009269, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:03:09,351 - [INFO] - [E:349| 500]: Train Loss:0.00092665, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:04:12,320 - [INFO] - [E:349| 600]: Train Loss:0.00092648, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:05:15,310 - [INFO] - [E:349| 700]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:06:18,317 - [INFO] - [E:349| 800]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:07:21,410 - [INFO] - [E:349| 900]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:08:24,361 - [INFO] - [E:349| 1000]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:09:27,303 - [INFO] - [E:349| 1100]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:10:30,294 - [INFO] - [E:349| 1200]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:11:33,322 - [INFO] - [E:349| 1300]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:12:36,302 - [INFO] - [E:349| 1400]: Train Loss:0.00092789, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:13:39,291 - [INFO] - [E:349| 1500]: Train Loss:0.00092815, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:14:42,331 - [INFO] - [E:349| 1600]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:15:23,570 - [INFO] - [Epoch:349]: Training Loss:0.0009281 + +2023-05-11 14:15:23,787 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 14:15:45,129 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 14:15:57,503 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 14:16:19,024 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 14:16:31,263 - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.4989, Head : 0.34104, Avg : 0.41997 + MR: Tail : 796.68, Head : 959.76, Avg : 878.22 + Hit-1: Tail : 0.41503, Head : 0.23268, Avg : 0.32386 + Hit-3: Tail : 0.54617, Head : 0.39544, Avg : 0.4708 + Hit-10: Tail : 0.65474, Head : 0.54953, Avg : 0.60214 +2023-05-11 14:16:31,263 - [INFO] - [Epoch 349]: Training Loss: 0.00092813, Valid MRR: 0.44315, + + + +2023-05-11 14:16:31,907 - [INFO] - [E:350| 0]: Train Loss:0.00091475, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:17:34,877 - [INFO] - [E:350| 100]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:18:37,914 - [INFO] - [E:350| 200]: Train Loss:0.00092656, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:19:40,853 - [INFO] - [E:350| 300]: Train Loss:0.00092708, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:20:43,819 - [INFO] - [E:350| 400]: Train Loss:0.00092761, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:21:46,781 - [INFO] - [E:350| 500]: Train Loss:0.00092794, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:22:49,778 - [INFO] - [E:350| 600]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:23:52,857 - [INFO] - [E:350| 700]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:24:55,844 - [INFO] - [E:350| 800]: Train Loss:0.00092777, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:25:58,833 - [INFO] - [E:350| 900]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:27:01,767 - [INFO] - [E:350| 1000]: Train Loss:0.0009275, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:28:04,742 - [INFO] - [E:350| 1100]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:29:07,678 - [INFO] - [E:350| 1200]: Train Loss:0.00092733, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:30:10,717 - [INFO] - [E:350| 1300]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:31:13,682 - [INFO] - [E:350| 1400]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:32:16,757 - [INFO] - [E:350| 1500]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:33:19,739 - [INFO] - [E:350| 1600]: Train Loss:0.00092784, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:34:00,898 - [INFO] - [Epoch:350]: Training Loss:0.0009279 + +2023-05-11 14:34:01,114 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 14:34:22,479 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 14:34:34,846 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 14:34:56,384 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 14:35:08,638 - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.50342, Head : 0.36931, Avg : 0.43637 + +2023-05-11 14:35:08,638 - [INFO] - [Epoch 350]: Training Loss: 0.00092789, Valid MRR: 0.44315, + + + +2023-05-11 14:35:09,283 - [INFO] - [E:351| 0]: Train Loss:0.00089985, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:36:12,270 - [INFO] - [E:351| 100]: Train Loss:0.00092985, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:37:15,289 - [INFO] - [E:351| 200]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:38:18,192 - [INFO] - [E:351| 300]: Train Loss:0.00092934, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:39:21,152 - [INFO] - [E:351| 400]: Train Loss:0.00092946, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:40:24,223 - [INFO] - [E:351| 500]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:41:27,166 - [INFO] - [E:351| 600]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:42:30,059 - [INFO] - [E:351| 700]: Train Loss:0.00092843, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:43:32,994 - [INFO] - [E:351| 800]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:44:35,957 - [INFO] - [E:351| 900]: Train Loss:0.00092828, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:45:38,948 - [INFO] - [E:351| 1000]: Train Loss:0.0009281, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:46:41,885 - [INFO] - [E:351| 1100]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:47:44,891 - [INFO] - [E:351| 1200]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:48:47,983 - [INFO] - [E:351| 1300]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:49:50,970 - [INFO] - [E:351| 1400]: Train Loss:0.00092796, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:50:53,949 - [INFO] - [E:351| 1500]: Train Loss:0.00092813, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:51:56,928 - [INFO] - [E:351| 1600]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:52:38,064 - [INFO] - [Epoch:351]: Training Loss:0.0009282 + +2023-05-11 14:52:38,279 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 14:52:59,618 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 14:53:11,962 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 14:53:33,468 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 14:53:45,705 - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.51021, Head : 0.36841, Avg : 0.43931 + +2023-05-11 14:53:45,705 - [INFO] - [Epoch 351]: Training Loss: 0.00092817, Valid MRR: 0.44315, + + + +2023-05-11 14:53:46,349 - [INFO] - [E:352| 0]: Train Loss:0.00093328, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:54:49,311 - [INFO] - [E:352| 100]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:55:52,246 - [INFO] - [E:352| 200]: Train Loss:0.0009265, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:56:55,264 - [INFO] - [E:352| 300]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:57:58,088 - [INFO] - [E:352| 400]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n +2023-05-11 14:59:00,939 - [INFO] - [E:352| 500]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:00:03,788 - [INFO] - [E:352| 600]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:01:06,775 - [INFO] - [E:352| 700]: Train Loss:0.0009278, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:02:09,758 - [INFO] - [E:352| 800]: Train Loss:0.00092799, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:03:12,725 - [INFO] - [E:352| 900]: Train Loss:0.00092805, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:04:15,627 - [INFO] - [E:352| 1000]: Train Loss:0.00092775, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:05:18,699 - [INFO] - [E:352| 1100]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:06:21,648 - [INFO] - [E:352| 1200]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:07:24,571 - [INFO] - [E:352| 1300]: Train Loss:0.00092812, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:08:27,535 - [INFO] - [E:352| 1400]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:09:30,536 - [INFO] - [E:352| 1500]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:10:33,512 - [INFO] - [E:352| 1600]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:11:14,678 - [INFO] - [Epoch:352]: Training Loss:0.0009282 + +2023-05-11 15:11:14,895 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 15:11:36,231 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 15:11:48,593 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 15:12:10,117 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 15:12:22,352 - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.5072, Head : 0.37095, Avg : 0.43907 + +2023-05-11 15:12:22,352 - [INFO] - [Epoch 352]: Training Loss: 0.00092817, Valid MRR: 0.44315, + + + +2023-05-11 15:12:22,999 - [INFO] - [E:353| 0]: Train Loss:0.00090792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:13:26,063 - [INFO] - [E:353| 100]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:14:29,030 - [INFO] - [E:353| 200]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:15:32,073 - [INFO] - [E:353| 300]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:16:35,044 - [INFO] - [E:353| 400]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:17:37,954 - [INFO] - [E:353| 500]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:18:40,850 - [INFO] - [E:353| 600]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:19:43,767 - [INFO] - [E:353| 700]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:20:46,722 - [INFO] - [E:353| 800]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:21:49,711 - [INFO] - [E:353| 900]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:22:52,634 - [INFO] - [E:353| 1000]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:23:55,581 - [INFO] - [E:353| 1100]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:24:58,480 - [INFO] - [E:353| 1200]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:26:01,459 - [INFO] - [E:353| 1300]: Train Loss:0.0009276, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:27:04,417 - [INFO] - [E:353| 1400]: Train Loss:0.00092773, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:28:07,415 - [INFO] - [E:353| 1500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:29:10,425 - [INFO] - [E:353| 1600]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:29:51,622 - [INFO] - [Epoch:353]: Training Loss:0.000928 + +2023-05-11 15:29:51,839 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 15:30:13,192 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 15:30:25,535 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 15:30:47,039 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 15:30:59,278 - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.50325, Head : 0.3462, Avg : 0.42472 + +2023-05-11 15:30:59,278 - [INFO] - [Epoch 353]: Training Loss: 0.00092804, Valid MRR: 0.44315, + + + +2023-05-11 15:30:59,919 - [INFO] - [E:354| 0]: Train Loss:0.00094872, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:32:02,894 - [INFO] - [E:354| 100]: Train Loss:0.00092782, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:33:05,870 - [INFO] - [E:354| 200]: Train Loss:0.00092735, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:34:08,851 - [INFO] - [E:354| 300]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:35:11,786 - [INFO] - [E:354| 400]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:36:14,670 - [INFO] - [E:354| 500]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:37:17,634 - [INFO] - [E:354| 600]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:38:20,687 - [INFO] - [E:354| 700]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:39:23,671 - [INFO] - [E:354| 800]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:40:26,653 - [INFO] - [E:354| 900]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:41:29,667 - [INFO] - [E:354| 1000]: Train Loss:0.0009274, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:42:32,651 - [INFO] - [E:354| 1100]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:43:35,568 - [INFO] - [E:354| 1200]: Train Loss:0.00092782, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:44:38,476 - [INFO] - [E:354| 1300]: Train Loss:0.00092783, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:45:41,396 - [INFO] - [E:354| 1400]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:46:44,435 - [INFO] - [E:354| 1500]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:47:47,465 - [INFO] - [E:354| 1600]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:48:28,670 - [INFO] - [Epoch:354]: Training Loss:0.0009279 + +2023-05-11 15:48:28,886 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 15:48:50,235 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 15:49:02,594 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 15:49:24,118 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 15:49:36,365 - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.51022, Head : 0.3518, Avg : 0.43101 + +2023-05-11 15:49:36,365 - [INFO] - [Epoch 354]: Training Loss: 0.0009279, Valid MRR: 0.44315, + + + +2023-05-11 15:49:37,014 - [INFO] - [E:355| 0]: Train Loss:0.00098043, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:50:40,026 - [INFO] - [E:355| 100]: Train Loss:0.00092834, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:51:43,029 - [INFO] - [E:355| 200]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:52:46,020 - [INFO] - [E:355| 300]: Train Loss:0.00092724, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:53:48,980 - [INFO] - [E:355| 400]: Train Loss:0.00092761, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:54:52,014 - [INFO] - [E:355| 500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:55:54,985 - [INFO] - [E:355| 600]: Train Loss:0.00092783, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:56:57,959 - [INFO] - [E:355| 700]: Train Loss:0.00092764, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:58:00,930 - [INFO] - [E:355| 800]: Train Loss:0.00092741, Val MRR:0.44315, wikidata12k_1n +2023-05-11 15:59:03,911 - [INFO] - [E:355| 900]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:00:06,885 - [INFO] - [E:355| 1000]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:01:09,889 - [INFO] - [E:355| 1100]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:02:12,875 - [INFO] - [E:355| 1200]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:03:15,909 - [INFO] - [E:355| 1300]: Train Loss:0.00092768, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:04:18,901 - [INFO] - [E:355| 1400]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:05:21,832 - [INFO] - [E:355| 1500]: Train Loss:0.00092784, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:06:24,801 - [INFO] - [E:355| 1600]: Train Loss:0.00092778, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:07:05,993 - [INFO] - [Epoch:355]: Training Loss:0.0009278 + +2023-05-11 16:07:06,210 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 16:07:27,543 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 16:07:39,906 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 16:08:01,427 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 16:08:13,661 - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.50764, Head : 0.33174, Avg : 0.41969 + +2023-05-11 16:08:13,661 - [INFO] - [Epoch 355]: Training Loss: 0.00092781, Valid MRR: 0.44315, + + + +2023-05-11 16:08:14,304 - [INFO] - [E:356| 0]: Train Loss:0.00096224, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:09:17,289 - [INFO] - [E:356| 100]: Train Loss:0.00092906, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:10:20,337 - [INFO] - [E:356| 200]: Train Loss:0.00092975, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:11:23,350 - [INFO] - [E:356| 300]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:12:26,352 - [INFO] - [E:356| 400]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:13:29,321 - [INFO] - [E:356| 500]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:14:32,277 - [INFO] - [E:356| 600]: Train Loss:0.00092769, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:15:35,205 - [INFO] - [E:356| 700]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:16:38,152 - [INFO] - [E:356| 800]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:17:41,088 - [INFO] - [E:356| 900]: Train Loss:0.00092798, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:18:44,065 - [INFO] - [E:356| 1000]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:19:47,065 - [INFO] - [E:356| 1100]: Train Loss:0.00092831, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:20:50,137 - [INFO] - [E:356| 1200]: Train Loss:0.00092812, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:21:53,052 - [INFO] - [E:356| 1300]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:22:56,012 - [INFO] - [E:356| 1400]: Train Loss:0.00092824, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:23:58,982 - [INFO] - [E:356| 1500]: Train Loss:0.00092812, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:25:01,969 - [INFO] - [E:356| 1600]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:25:43,126 - [INFO] - [Epoch:356]: Training Loss:0.000928 + +2023-05-11 16:25:43,343 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 16:26:04,679 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 16:26:17,037 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 16:26:38,552 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 16:26:50,810 - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.50325, Head : 0.37039, Avg : 0.43682 + +2023-05-11 16:26:50,810 - [INFO] - [Epoch 356]: Training Loss: 0.00092795, Valid MRR: 0.44315, + + + +2023-05-11 16:26:51,457 - [INFO] - [E:357| 0]: Train Loss:0.00095308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:27:54,424 - [INFO] - [E:357| 100]: Train Loss:0.00092648, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:28:57,464 - [INFO] - [E:357| 200]: Train Loss:0.00092893, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:30:00,441 - [INFO] - [E:357| 300]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:31:03,403 - [INFO] - [E:357| 400]: Train Loss:0.00092762, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:32:06,418 - [INFO] - [E:357| 500]: Train Loss:0.00092794, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:33:09,390 - [INFO] - [E:357| 600]: Train Loss:0.00092863, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:34:12,351 - [INFO] - [E:357| 700]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:35:15,304 - [INFO] - [E:357| 800]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:36:18,291 - [INFO] - [E:357| 900]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:37:21,345 - [INFO] - [E:357| 1000]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:38:24,326 - [INFO] - [E:357| 1100]: Train Loss:0.00092786, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:39:27,310 - [INFO] - [E:357| 1200]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:40:30,276 - [INFO] - [E:357| 1300]: Train Loss:0.00092796, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:41:33,249 - [INFO] - [E:357| 1400]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:42:36,229 - [INFO] - [E:357| 1500]: Train Loss:0.00092811, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:43:39,216 - [INFO] - [E:357| 1600]: Train Loss:0.00092801, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:44:20,332 - [INFO] - [Epoch:357]: Training Loss:0.0009281 + +2023-05-11 16:44:20,547 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 16:44:41,889 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 16:44:54,282 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 16:45:15,803 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 16:45:28,034 - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.49494, Head : 0.36863, Avg : 0.43178 + +2023-05-11 16:45:28,034 - [INFO] - [Epoch 357]: Training Loss: 0.00092809, Valid MRR: 0.44315, + + + +2023-05-11 16:45:28,677 - [INFO] - [E:358| 0]: Train Loss:0.00092404, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:46:31,596 - [INFO] - [E:358| 100]: Train Loss:0.00092271, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:47:34,586 - [INFO] - [E:358| 200]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:48:37,569 - [INFO] - [E:358| 300]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:49:40,575 - [INFO] - [E:358| 400]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:50:43,564 - [INFO] - [E:358| 500]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:51:46,590 - [INFO] - [E:358| 600]: Train Loss:0.00092781, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:52:49,543 - [INFO] - [E:358| 700]: Train Loss:0.00092763, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:53:52,564 - [INFO] - [E:358| 800]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:54:55,539 - [INFO] - [E:358| 900]: Train Loss:0.00092804, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:55:58,539 - [INFO] - [E:358| 1000]: Train Loss:0.00092804, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:57:01,502 - [INFO] - [E:358| 1100]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:58:04,458 - [INFO] - [E:358| 1200]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n +2023-05-11 16:59:07,432 - [INFO] - [E:358| 1300]: Train Loss:0.00092799, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:00:10,361 - [INFO] - [E:358| 1400]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:01:13,330 - [INFO] - [E:358| 1500]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:02:16,338 - [INFO] - [E:358| 1600]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:02:57,532 - [INFO] - [Epoch:358]: Training Loss:0.0009279 + +2023-05-11 17:02:57,748 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 17:03:19,078 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 17:03:31,435 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 17:03:52,954 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 17:04:05,183 - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.51155, Head : 0.36211, Avg : 0.43683 + +2023-05-11 17:04:05,184 - [INFO] - [Epoch 358]: Training Loss: 0.00092785, Valid MRR: 0.44315, + + + +2023-05-11 17:04:05,829 - [INFO] - [E:359| 0]: Train Loss:0.00091017, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:05:08,774 - [INFO] - [E:359| 100]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:06:11,728 - [INFO] - [E:359| 200]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:07:14,699 - [INFO] - [E:359| 300]: Train Loss:0.00092859, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:08:17,675 - [INFO] - [E:359| 400]: Train Loss:0.00092802, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:09:20,635 - [INFO] - [E:359| 500]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:10:23,661 - [INFO] - [E:359| 600]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:11:26,599 - [INFO] - [E:359| 700]: Train Loss:0.00092755, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:12:29,560 - [INFO] - [E:359| 800]: Train Loss:0.00092758, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:13:32,490 - [INFO] - [E:359| 900]: Train Loss:0.00092738, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:14:35,446 - [INFO] - [E:359| 1000]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:15:38,427 - [INFO] - [E:359| 1100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:16:41,334 - [INFO] - [E:359| 1200]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:17:44,227 - [INFO] - [E:359| 1300]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:18:47,290 - [INFO] - [E:359| 1400]: Train Loss:0.00092759, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:19:50,182 - [INFO] - [E:359| 1500]: Train Loss:0.00092764, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:20:53,117 - [INFO] - [E:359| 1600]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:21:34,246 - [INFO] - [Epoch:359]: Training Loss:0.0009279 + +2023-05-11 17:21:34,462 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 17:21:55,799 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 17:22:08,148 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 17:22:29,654 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 17:22:41,891 - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.50459, Head : 0.36293, Avg : 0.43376 + MR: Tail : 776.33, Head : 953.19, Avg : 864.76 + Hit-1: Tail : 0.42097, Head : 0.26292, Avg : 0.34194 + Hit-3: Tail : 0.55181, Head : 0.41454, Avg : 0.48317 + Hit-10: Tail : 0.66335, Head : 0.54741, Avg : 0.60538 +2023-05-11 17:22:41,891 - [INFO] - [Epoch 359]: Training Loss: 0.00092786, Valid MRR: 0.44315, + + + +2023-05-11 17:22:42,539 - [INFO] - [E:360| 0]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:23:45,454 - [INFO] - [E:360| 100]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:24:48,372 - [INFO] - [E:360| 200]: Train Loss:0.0009271, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:25:51,263 - [INFO] - [E:360| 300]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:26:54,293 - [INFO] - [E:360| 400]: Train Loss:0.00092654, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:27:57,252 - [INFO] - [E:360| 500]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:29:00,235 - [INFO] - [E:360| 600]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:30:03,223 - [INFO] - [E:360| 700]: Train Loss:0.00092749, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:31:06,174 - [INFO] - [E:360| 800]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:32:09,085 - [INFO] - [E:360| 900]: Train Loss:0.00092773, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:33:12,001 - [INFO] - [E:360| 1000]: Train Loss:0.00092755, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:34:14,949 - [INFO] - [E:360| 1100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:35:18,048 - [INFO] - [E:360| 1200]: Train Loss:0.00092767, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:36:21,004 - [INFO] - [E:360| 1300]: Train Loss:0.00092766, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:37:23,948 - [INFO] - [E:360| 1400]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:38:26,891 - [INFO] - [E:360| 1500]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:39:29,805 - [INFO] - [E:360| 1600]: Train Loss:0.00092768, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:40:10,935 - [INFO] - [Epoch:360]: Training Loss:0.0009275 + +2023-05-11 17:40:11,152 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 17:40:32,478 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 17:40:44,843 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 17:41:06,349 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 17:41:18,579 - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.49903, Head : 0.3711, Avg : 0.43507 + +2023-05-11 17:41:18,579 - [INFO] - [Epoch 360]: Training Loss: 0.00092752, Valid MRR: 0.44315, + + + +2023-05-11 17:41:19,220 - [INFO] - [E:361| 0]: Train Loss:0.00091969, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:42:22,131 - [INFO] - [E:361| 100]: Train Loss:0.00092308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:43:25,151 - [INFO] - [E:361| 200]: Train Loss:0.00092482, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:44:28,074 - [INFO] - [E:361| 300]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:45:30,979 - [INFO] - [E:361| 400]: Train Loss:0.00092627, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:46:33,879 - [INFO] - [E:361| 500]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:47:36,801 - [INFO] - [E:361| 600]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:48:39,789 - [INFO] - [E:361| 700]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:49:42,713 - [INFO] - [E:361| 800]: Train Loss:0.00092782, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:50:45,702 - [INFO] - [E:361| 900]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:51:48,739 - [INFO] - [E:361| 1000]: Train Loss:0.00092794, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:52:51,747 - [INFO] - [E:361| 1100]: Train Loss:0.00092787, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:53:54,675 - [INFO] - [E:361| 1200]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:54:57,622 - [INFO] - [E:361| 1300]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:56:00,554 - [INFO] - [E:361| 1400]: Train Loss:0.00092768, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:57:03,600 - [INFO] - [E:361| 1500]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:58:06,545 - [INFO] - [E:361| 1600]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n +2023-05-11 17:58:47,732 - [INFO] - [Epoch:361]: Training Loss:0.0009277 + +2023-05-11 17:58:47,949 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 17:59:09,294 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 17:59:21,648 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 17:59:43,172 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 17:59:55,460 - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.50269, Head : 0.37104, Avg : 0.43687 + +2023-05-11 17:59:55,460 - [INFO] - [Epoch 361]: Training Loss: 0.00092766, Valid MRR: 0.44315, + + + +2023-05-11 17:59:56,108 - [INFO] - [E:362| 0]: Train Loss:0.0009109, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:00:59,149 - [INFO] - [E:362| 100]: Train Loss:0.00092707, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:02:02,148 - [INFO] - [E:362| 200]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:03:05,057 - [INFO] - [E:362| 300]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:04:07,999 - [INFO] - [E:362| 400]: Train Loss:0.00092672, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:05:10,937 - [INFO] - [E:362| 500]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:06:13,877 - [INFO] - [E:362| 600]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:07:16,846 - [INFO] - [E:362| 700]: Train Loss:0.00092657, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:08:19,888 - [INFO] - [E:362| 800]: Train Loss:0.00092691, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:09:22,895 - [INFO] - [E:362| 900]: Train Loss:0.00092729, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:10:25,886 - [INFO] - [E:362| 1000]: Train Loss:0.00092735, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:11:28,872 - [INFO] - [E:362| 1100]: Train Loss:0.0009274, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:12:31,878 - [INFO] - [E:362| 1200]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:13:34,859 - [INFO] - [E:362| 1300]: Train Loss:0.00092766, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:14:37,847 - [INFO] - [E:362| 1400]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:15:40,856 - [INFO] - [E:362| 1500]: Train Loss:0.00092735, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:16:43,858 - [INFO] - [E:362| 1600]: Train Loss:0.00092741, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:17:24,984 - [INFO] - [Epoch:362]: Training Loss:0.0009274 + +2023-05-11 18:17:25,200 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 18:17:46,549 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 18:17:58,899 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 18:18:20,425 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 18:18:32,662 - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.50553, Head : 0.37051, Avg : 0.43802 + +2023-05-11 18:18:32,662 - [INFO] - [Epoch 362]: Training Loss: 0.00092742, Valid MRR: 0.44315, + + + +2023-05-11 18:18:33,309 - [INFO] - [E:363| 0]: Train Loss:0.00092004, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:19:36,324 - [INFO] - [E:363| 100]: Train Loss:0.0009253, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:20:39,324 - [INFO] - [E:363| 200]: Train Loss:0.00092691, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:21:42,263 - [INFO] - [E:363| 300]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:22:45,225 - [INFO] - [E:363| 400]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:23:48,207 - [INFO] - [E:363| 500]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:24:51,233 - [INFO] - [E:363| 600]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:25:54,273 - [INFO] - [E:363| 700]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:26:57,248 - [INFO] - [E:363| 800]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:28:00,150 - [INFO] - [E:363| 900]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:29:03,150 - [INFO] - [E:363| 1000]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:30:06,160 - [INFO] - [E:363| 1100]: Train Loss:0.00092723, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:31:09,163 - [INFO] - [E:363| 1200]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:32:12,172 - [INFO] - [E:363| 1300]: Train Loss:0.00092725, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:33:15,192 - [INFO] - [E:363| 1400]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:34:18,173 - [INFO] - [E:363| 1500]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:35:21,123 - [INFO] - [E:363| 1600]: Train Loss:0.00092742, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:36:02,265 - [INFO] - [Epoch:363]: Training Loss:0.0009275 + +2023-05-11 18:36:02,481 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 18:36:23,824 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 18:36:36,188 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 18:36:57,701 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 18:37:09,946 - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.4956, Head : 0.36845, Avg : 0.43202 + +2023-05-11 18:37:09,946 - [INFO] - [Epoch 363]: Training Loss: 0.0009275, Valid MRR: 0.44315, + + + +2023-05-11 18:37:10,589 - [INFO] - [E:364| 0]: Train Loss:0.00090836, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:38:13,551 - [INFO] - [E:364| 100]: Train Loss:0.00092708, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:39:16,482 - [INFO] - [E:364| 200]: Train Loss:0.00092804, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:40:19,432 - [INFO] - [E:364| 300]: Train Loss:0.00092766, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:41:22,408 - [INFO] - [E:364| 400]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:42:25,383 - [INFO] - [E:364| 500]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:43:28,363 - [INFO] - [E:364| 600]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:44:31,330 - [INFO] - [E:364| 700]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:45:34,311 - [INFO] - [E:364| 800]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:46:37,271 - [INFO] - [E:364| 900]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:47:40,162 - [INFO] - [E:364| 1000]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:48:43,138 - [INFO] - [E:364| 1100]: Train Loss:0.00092786, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:49:46,123 - [INFO] - [E:364| 1200]: Train Loss:0.00092742, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:50:49,237 - [INFO] - [E:364| 1300]: Train Loss:0.00092712, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:51:52,275 - [INFO] - [E:364| 1400]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:52:55,291 - [INFO] - [E:364| 1500]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:53:58,261 - [INFO] - [E:364| 1600]: Train Loss:0.00092729, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:54:39,410 - [INFO] - [Epoch:364]: Training Loss:0.0009274 + +2023-05-11 18:54:39,628 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 18:55:00,961 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 18:55:13,319 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 18:55:34,839 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 18:55:47,090 - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.50541, Head : 0.36475, Avg : 0.43508 + +2023-05-11 18:55:47,090 - [INFO] - [Epoch 364]: Training Loss: 0.00092741, Valid MRR: 0.44315, + + + +2023-05-11 18:55:47,736 - [INFO] - [E:365| 0]: Train Loss:0.00091333, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:56:50,709 - [INFO] - [E:365| 100]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:57:53,630 - [INFO] - [E:365| 200]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:58:56,709 - [INFO] - [E:365| 300]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-11 18:59:59,668 - [INFO] - [E:365| 400]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:01:02,589 - [INFO] - [E:365| 500]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:02:05,499 - [INFO] - [E:365| 600]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:03:08,445 - [INFO] - [E:365| 700]: Train Loss:0.00092753, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:04:11,426 - [INFO] - [E:365| 800]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:05:14,378 - [INFO] - [E:365| 900]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:06:17,370 - [INFO] - [E:365| 1000]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:07:20,410 - [INFO] - [E:365| 1100]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:08:23,377 - [INFO] - [E:365| 1200]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:09:26,341 - [INFO] - [E:365| 1300]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:10:29,348 - [INFO] - [E:365| 1400]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:11:32,336 - [INFO] - [E:365| 1500]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:12:35,305 - [INFO] - [E:365| 1600]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:13:16,459 - [INFO] - [Epoch:365]: Training Loss:0.0009274 + +2023-05-11 19:13:16,676 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 19:13:38,036 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 19:13:50,387 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 19:14:11,904 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 19:14:24,150 - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.51161, Head : 0.33444, Avg : 0.42302 + +2023-05-11 19:14:24,151 - [INFO] - [Epoch 365]: Training Loss: 0.0009274, Valid MRR: 0.44315, + + + +2023-05-11 19:14:24,795 - [INFO] - [E:366| 0]: Train Loss:0.00094561, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:15:27,882 - [INFO] - [E:366| 100]: Train Loss:0.00092661, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:16:30,863 - [INFO] - [E:366| 200]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:17:33,818 - [INFO] - [E:366| 300]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:18:36,791 - [INFO] - [E:366| 400]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:19:39,766 - [INFO] - [E:366| 500]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:20:42,730 - [INFO] - [E:366| 600]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:21:45,727 - [INFO] - [E:366| 700]: Train Loss:0.00092636, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:22:48,586 - [INFO] - [E:366| 800]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:23:51,691 - [INFO] - [E:366| 900]: Train Loss:0.00092668, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:24:54,674 - [INFO] - [E:366| 1000]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:25:57,614 - [INFO] - [E:366| 1100]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:27:00,602 - [INFO] - [E:366| 1200]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:28:03,595 - [INFO] - [E:366| 1300]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:29:06,559 - [INFO] - [E:366| 1400]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:30:09,532 - [INFO] - [E:366| 1500]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:31:12,426 - [INFO] - [E:366| 1600]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:31:53,645 - [INFO] - [Epoch:366]: Training Loss:0.0009273 + +2023-05-11 19:31:53,862 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 19:32:15,204 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 19:32:27,558 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 19:32:49,086 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 19:33:01,323 - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.50659, Head : 0.33592, Avg : 0.42126 + +2023-05-11 19:33:01,323 - [INFO] - [Epoch 366]: Training Loss: 0.00092727, Valid MRR: 0.44315, + + + +2023-05-11 19:33:01,968 - [INFO] - [E:367| 0]: Train Loss:0.0009156, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:34:04,948 - [INFO] - [E:367| 100]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:35:07,941 - [INFO] - [E:367| 200]: Train Loss:0.00092534, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:36:10,886 - [INFO] - [E:367| 300]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:37:13,881 - [INFO] - [E:367| 400]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:38:16,784 - [INFO] - [E:367| 500]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:39:19,713 - [INFO] - [E:367| 600]: Train Loss:0.00092541, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:40:22,784 - [INFO] - [E:367| 700]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:41:25,758 - [INFO] - [E:367| 800]: Train Loss:0.00092598, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:42:28,767 - [INFO] - [E:367| 900]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:43:31,774 - [INFO] - [E:367| 1000]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:44:34,720 - [INFO] - [E:367| 1100]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:45:37,682 - [INFO] - [E:367| 1200]: Train Loss:0.00092696, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:46:40,630 - [INFO] - [E:367| 1300]: Train Loss:0.00092713, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:47:43,640 - [INFO] - [E:367| 1400]: Train Loss:0.0009271, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:48:46,701 - [INFO] - [E:367| 1500]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:49:49,633 - [INFO] - [E:367| 1600]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:50:30,794 - [INFO] - [Epoch:367]: Training Loss:0.0009272 + +2023-05-11 19:50:31,010 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 19:50:52,353 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 19:51:04,711 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 19:51:26,236 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 19:51:38,515 - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.51116, Head : 0.36183, Avg : 0.4365 + +2023-05-11 19:51:38,515 - [INFO] - [Epoch 367]: Training Loss: 0.00092719, Valid MRR: 0.44315, + + + +2023-05-11 19:51:39,159 - [INFO] - [E:368| 0]: Train Loss:0.00092125, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:52:42,135 - [INFO] - [E:368| 100]: Train Loss:0.00092742, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:53:45,090 - [INFO] - [E:368| 200]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:54:47,997 - [INFO] - [E:368| 300]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:55:50,884 - [INFO] - [E:368| 400]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:56:53,867 - [INFO] - [E:368| 500]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:57:56,848 - [INFO] - [E:368| 600]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n +2023-05-11 19:58:59,796 - [INFO] - [E:368| 700]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:00:02,782 - [INFO] - [E:368| 800]: Train Loss:0.00092686, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:01:05,763 - [INFO] - [E:368| 900]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:02:08,742 - [INFO] - [E:368| 1000]: Train Loss:0.00092734, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:03:11,688 - [INFO] - [E:368| 1100]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:04:14,658 - [INFO] - [E:368| 1200]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:05:17,706 - [INFO] - [E:368| 1300]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:06:20,688 - [INFO] - [E:368| 1400]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:07:23,596 - [INFO] - [E:368| 1500]: Train Loss:0.00092733, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:08:26,583 - [INFO] - [E:368| 1600]: Train Loss:0.00092722, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:09:07,728 - [INFO] - [Epoch:368]: Training Loss:0.0009271 + +2023-05-11 20:09:07,945 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 20:09:29,300 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 20:09:41,657 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 20:10:03,185 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 20:10:15,435 - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.5104, Head : 0.36375, Avg : 0.43707 + +2023-05-11 20:10:15,436 - [INFO] - [Epoch 368]: Training Loss: 0.00092711, Valid MRR: 0.44315, + + + +2023-05-11 20:10:16,080 - [INFO] - [E:369| 0]: Train Loss:0.00094987, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:11:19,055 - [INFO] - [E:369| 100]: Train Loss:0.0009278, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:12:22,034 - [INFO] - [E:369| 200]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:13:25,089 - [INFO] - [E:369| 300]: Train Loss:0.0009258, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:14:28,060 - [INFO] - [E:369| 400]: Train Loss:0.00092668, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:15:31,054 - [INFO] - [E:369| 500]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:16:34,098 - [INFO] - [E:369| 600]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:17:37,082 - [INFO] - [E:369| 700]: Train Loss:0.0009274, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:18:40,074 - [INFO] - [E:369| 800]: Train Loss:0.00092764, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:19:43,016 - [INFO] - [E:369| 900]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:20:45,995 - [INFO] - [E:369| 1000]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:21:48,937 - [INFO] - [E:369| 1100]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:22:51,867 - [INFO] - [E:369| 1200]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:23:54,841 - [INFO] - [E:369| 1300]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:24:57,788 - [INFO] - [E:369| 1400]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:26:00,697 - [INFO] - [E:369| 1500]: Train Loss:0.00092722, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:27:03,664 - [INFO] - [E:369| 1600]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:27:44,821 - [INFO] - [Epoch:369]: Training Loss:0.0009274 + +2023-05-11 20:27:45,036 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 20:28:06,380 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 20:28:18,742 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 20:28:40,272 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 20:28:52,516 - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.50942, Head : 0.30838, Avg : 0.4089 + MR: Tail : 776.57, Head : 972.47, Avg : 874.52 + Hit-1: Tail : 0.43141, Head : 0.19171, Avg : 0.31156 + Hit-3: Tail : 0.5531, Head : 0.36797, Avg : 0.46054 + Hit-10: Tail : 0.65019, Head : 0.52548, Avg : 0.58784 +2023-05-11 20:28:52,517 - [INFO] - [Epoch 369]: Training Loss: 0.00092741, Valid MRR: 0.44315, + + + +2023-05-11 20:28:53,160 - [INFO] - [E:370| 0]: Train Loss:0.00091337, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:29:56,272 - [INFO] - [E:370| 100]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:30:59,262 - [INFO] - [E:370| 200]: Train Loss:0.00092802, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:32:02,194 - [INFO] - [E:370| 300]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:33:05,150 - [INFO] - [E:370| 400]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:34:08,133 - [INFO] - [E:370| 500]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:35:11,086 - [INFO] - [E:370| 600]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:36:14,072 - [INFO] - [E:370| 700]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:37:17,082 - [INFO] - [E:370| 800]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:38:20,083 - [INFO] - [E:370| 900]: Train Loss:0.00092684, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:39:23,046 - [INFO] - [E:370| 1000]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:40:25,979 - [INFO] - [E:370| 1100]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:41:29,010 - [INFO] - [E:370| 1200]: Train Loss:0.00092749, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:42:31,987 - [INFO] - [E:370| 1300]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:43:34,966 - [INFO] - [E:370| 1400]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:44:37,961 - [INFO] - [E:370| 1500]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:45:40,842 - [INFO] - [E:370| 1600]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:46:22,002 - [INFO] - [Epoch:370]: Training Loss:0.0009272 + +2023-05-11 20:46:22,219 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 20:46:43,634 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 20:46:56,011 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 20:47:17,543 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 20:47:29,803 - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.50894, Head : 0.35527, Avg : 0.4321 + +2023-05-11 20:47:29,803 - [INFO] - [Epoch 370]: Training Loss: 0.00092722, Valid MRR: 0.44315, + + + +2023-05-11 20:47:30,450 - [INFO] - [E:371| 0]: Train Loss:0.00094926, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:48:33,407 - [INFO] - [E:371| 100]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:49:36,403 - [INFO] - [E:371| 200]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:50:39,390 - [INFO] - [E:371| 300]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:51:42,368 - [INFO] - [E:371| 400]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:52:45,270 - [INFO] - [E:371| 500]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:53:48,149 - [INFO] - [E:371| 600]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:54:51,093 - [INFO] - [E:371| 700]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:55:54,189 - [INFO] - [E:371| 800]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:56:57,156 - [INFO] - [E:371| 900]: Train Loss:0.00092618, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:58:00,128 - [INFO] - [E:371| 1000]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-11 20:59:03,078 - [INFO] - [E:371| 1100]: Train Loss:0.00092627, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:00:06,036 - [INFO] - [E:371| 1200]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:01:08,994 - [INFO] - [E:371| 1300]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:02:11,981 - [INFO] - [E:371| 1400]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:03:15,000 - [INFO] - [E:371| 1500]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:04:18,030 - [INFO] - [E:371| 1600]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:04:59,163 - [INFO] - [Epoch:371]: Training Loss:0.000927 + +2023-05-11 21:04:59,380 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 21:05:20,707 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 21:05:33,062 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 21:05:54,559 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 21:06:06,799 - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.50716, Head : 0.35804, Avg : 0.4326 + +2023-05-11 21:06:06,800 - [INFO] - [Epoch 371]: Training Loss: 0.000927, Valid MRR: 0.44315, + + + +2023-05-11 21:06:07,443 - [INFO] - [E:372| 0]: Train Loss:0.00091699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:07:10,345 - [INFO] - [E:372| 100]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:08:13,303 - [INFO] - [E:372| 200]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:09:16,254 - [INFO] - [E:372| 300]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:10:19,171 - [INFO] - [E:372| 400]: Train Loss:0.00092495, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:11:22,146 - [INFO] - [E:372| 500]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:12:25,126 - [INFO] - [E:372| 600]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:13:28,156 - [INFO] - [E:372| 700]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:14:31,077 - [INFO] - [E:372| 800]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:15:34,058 - [INFO] - [E:372| 900]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:16:37,024 - [INFO] - [E:372| 1000]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:17:39,980 - [INFO] - [E:372| 1100]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:18:42,946 - [INFO] - [E:372| 1200]: Train Loss:0.0009267, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:19:45,921 - [INFO] - [E:372| 1300]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:20:49,042 - [INFO] - [E:372| 1400]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:21:52,033 - [INFO] - [E:372| 1500]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:22:54,979 - [INFO] - [E:372| 1600]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:23:36,167 - [INFO] - [Epoch:372]: Training Loss:0.000927 + +2023-05-11 21:23:36,383 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 21:23:57,703 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 21:24:10,051 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 21:24:31,565 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 21:24:43,792 - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.50054, Head : 0.35824, Avg : 0.42939 + +2023-05-11 21:24:43,793 - [INFO] - [Epoch 372]: Training Loss: 0.00092701, Valid MRR: 0.44315, + + + +2023-05-11 21:24:44,436 - [INFO] - [E:373| 0]: Train Loss:0.00094856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:25:47,403 - [INFO] - [E:373| 100]: Train Loss:0.00092421, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:26:50,317 - [INFO] - [E:373| 200]: Train Loss:0.00092732, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:27:53,288 - [INFO] - [E:373| 300]: Train Loss:0.00092689, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:28:56,349 - [INFO] - [E:373| 400]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:29:59,287 - [INFO] - [E:373| 500]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:31:02,271 - [INFO] - [E:373| 600]: Train Loss:0.00092569, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:32:05,276 - [INFO] - [E:373| 700]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:33:08,307 - [INFO] - [E:373| 800]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:34:11,276 - [INFO] - [E:373| 900]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:35:14,247 - [INFO] - [E:373| 1000]: Train Loss:0.00092673, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:36:17,223 - [INFO] - [E:373| 1100]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:37:20,234 - [INFO] - [E:373| 1200]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:38:23,136 - [INFO] - [E:373| 1300]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:39:26,070 - [INFO] - [E:373| 1400]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:40:29,021 - [INFO] - [E:373| 1500]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:41:31,995 - [INFO] - [E:373| 1600]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:42:13,143 - [INFO] - [Epoch:373]: Training Loss:0.000927 + +2023-05-11 21:42:13,359 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 21:42:34,704 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 21:42:47,058 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 21:43:08,574 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 21:43:20,816 - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.50918, Head : 0.37367, Avg : 0.44143 + +2023-05-11 21:43:20,817 - [INFO] - [Epoch 373]: Training Loss: 0.00092703, Valid MRR: 0.44315, + + + +2023-05-11 21:43:21,461 - [INFO] - [E:374| 0]: Train Loss:0.00093308, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:44:24,420 - [INFO] - [E:374| 100]: Train Loss:0.00092855, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:45:27,429 - [INFO] - [E:374| 200]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:46:30,423 - [INFO] - [E:374| 300]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:47:33,401 - [INFO] - [E:374| 400]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:48:36,366 - [INFO] - [E:374| 500]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:49:39,334 - [INFO] - [E:374| 600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:50:42,320 - [INFO] - [E:374| 700]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:51:45,254 - [INFO] - [E:374| 800]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:52:48,235 - [INFO] - [E:374| 900]: Train Loss:0.00092594, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:53:51,309 - [INFO] - [E:374| 1000]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:54:54,305 - [INFO] - [E:374| 1100]: Train Loss:0.00092618, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:55:57,253 - [INFO] - [E:374| 1200]: Train Loss:0.00092651, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:57:00,243 - [INFO] - [E:374| 1300]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:58:03,171 - [INFO] - [E:374| 1400]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 21:59:06,081 - [INFO] - [E:374| 1500]: Train Loss:0.00092659, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:00:09,044 - [INFO] - [E:374| 1600]: Train Loss:0.00092682, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:00:50,185 - [INFO] - [Epoch:374]: Training Loss:0.000927 + +2023-05-11 22:00:50,402 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 22:01:11,732 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 22:01:24,116 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 22:01:45,696 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 22:01:57,929 - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.5066, Head : 0.36806, Avg : 0.43733 + +2023-05-11 22:01:57,929 - [INFO] - [Epoch 374]: Training Loss: 0.00092703, Valid MRR: 0.44315, + + + +2023-05-11 22:01:58,573 - [INFO] - [E:375| 0]: Train Loss:0.00093357, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:03:01,521 - [INFO] - [E:375| 100]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:04:04,488 - [INFO] - [E:375| 200]: Train Loss:0.00092653, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:05:07,468 - [INFO] - [E:375| 300]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:06:10,351 - [INFO] - [E:375| 400]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:07:13,318 - [INFO] - [E:375| 500]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:08:16,284 - [INFO] - [E:375| 600]: Train Loss:0.00092569, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:09:19,183 - [INFO] - [E:375| 700]: Train Loss:0.00092567, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:10:22,244 - [INFO] - [E:375| 800]: Train Loss:0.00092542, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:11:25,178 - [INFO] - [E:375| 900]: Train Loss:0.00092524, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:12:28,124 - [INFO] - [E:375| 1000]: Train Loss:0.00092551, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:13:31,110 - [INFO] - [E:375| 1100]: Train Loss:0.00092576, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:14:34,119 - [INFO] - [E:375| 1200]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:15:37,024 - [INFO] - [E:375| 1300]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:16:39,976 - [INFO] - [E:375| 1400]: Train Loss:0.00092619, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:17:42,905 - [INFO] - [E:375| 1500]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:18:45,896 - [INFO] - [E:375| 1600]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:19:27,057 - [INFO] - [Epoch:375]: Training Loss:0.0009267 + +2023-05-11 22:19:27,273 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 22:19:48,614 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 22:20:00,976 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 22:20:22,493 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 22:20:34,737 - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.50508, Head : 0.36949, Avg : 0.43729 + +2023-05-11 22:20:34,738 - [INFO] - [Epoch 375]: Training Loss: 0.00092675, Valid MRR: 0.44315, + + + +2023-05-11 22:20:35,392 - [INFO] - [E:376| 0]: Train Loss:0.0009394, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:21:38,390 - [INFO] - [E:376| 100]: Train Loss:0.00092848, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:22:41,416 - [INFO] - [E:376| 200]: Train Loss:0.0009296, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:23:44,391 - [INFO] - [E:376| 300]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:24:47,294 - [INFO] - [E:376| 400]: Train Loss:0.0009276, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:25:50,218 - [INFO] - [E:376| 500]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:26:53,253 - [INFO] - [E:376| 600]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:27:56,194 - [INFO] - [E:376| 700]: Train Loss:0.00092741, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:28:59,155 - [INFO] - [E:376| 800]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:30:02,090 - [INFO] - [E:376| 900]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:31:05,053 - [INFO] - [E:376| 1000]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:32:08,007 - [INFO] - [E:376| 1100]: Train Loss:0.000927, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:33:10,950 - [INFO] - [E:376| 1200]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:34:13,846 - [INFO] - [E:376| 1300]: Train Loss:0.00092694, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:35:16,956 - [INFO] - [E:376| 1400]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:36:19,934 - [INFO] - [E:376| 1500]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:37:22,939 - [INFO] - [E:376| 1600]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:38:04,121 - [INFO] - [Epoch:376]: Training Loss:0.0009269 + +2023-05-11 22:38:04,337 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 22:38:25,706 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 22:38:38,063 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 22:38:59,597 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 22:39:11,844 - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.50845, Head : 0.36351, Avg : 0.43598 + +2023-05-11 22:39:11,844 - [INFO] - [Epoch 376]: Training Loss: 0.00092693, Valid MRR: 0.44315, + + + +2023-05-11 22:39:12,488 - [INFO] - [E:377| 0]: Train Loss:0.00092456, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:40:15,525 - [INFO] - [E:377| 100]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:41:18,488 - [INFO] - [E:377| 200]: Train Loss:0.00092725, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:42:21,438 - [INFO] - [E:377| 300]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:43:24,497 - [INFO] - [E:377| 400]: Train Loss:0.00092654, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:44:27,454 - [INFO] - [E:377| 500]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:45:30,429 - [INFO] - [E:377| 600]: Train Loss:0.00092653, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:46:33,424 - [INFO] - [E:377| 700]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:47:36,403 - [INFO] - [E:377| 800]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:48:39,414 - [INFO] - [E:377| 900]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:49:42,360 - [INFO] - [E:377| 1000]: Train Loss:0.00092655, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:50:45,269 - [INFO] - [E:377| 1100]: Train Loss:0.00092636, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:51:48,245 - [INFO] - [E:377| 1200]: Train Loss:0.00092649, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:52:51,233 - [INFO] - [E:377| 1300]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:53:54,220 - [INFO] - [E:377| 1400]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:54:57,188 - [INFO] - [E:377| 1500]: Train Loss:0.00092665, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:56:00,178 - [INFO] - [E:377| 1600]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:56:41,308 - [INFO] - [Epoch:377]: Training Loss:0.0009275 + +2023-05-11 22:56:41,524 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 22:57:02,852 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 22:57:15,208 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 22:57:36,722 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 22:57:48,956 - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.49725, Head : 0.32375, Avg : 0.4105 + +2023-05-11 22:57:48,956 - [INFO] - [Epoch 377]: Training Loss: 0.0009275, Valid MRR: 0.44315, + + + +2023-05-11 22:57:49,600 - [INFO] - [E:378| 0]: Train Loss:0.00090588, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:58:52,515 - [INFO] - [E:378| 100]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-11 22:59:55,434 - [INFO] - [E:378| 200]: Train Loss:0.0009277, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:00:58,391 - [INFO] - [E:378| 300]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:02:01,322 - [INFO] - [E:378| 400]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:03:04,292 - [INFO] - [E:378| 500]: Train Loss:0.00092824, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:04:07,215 - [INFO] - [E:378| 600]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:05:10,103 - [INFO] - [E:378| 700]: Train Loss:0.00092834, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:06:13,123 - [INFO] - [E:378| 800]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:07:16,043 - [INFO] - [E:378| 900]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:08:19,080 - [INFO] - [E:378| 1000]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:09:22,032 - [INFO] - [E:378| 1100]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:10:24,948 - [INFO] - [E:378| 1200]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:11:27,902 - [INFO] - [E:378| 1300]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:12:30,912 - [INFO] - [E:378| 1400]: Train Loss:0.00092857, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:13:33,872 - [INFO] - [E:378| 1500]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:14:36,903 - [INFO] - [E:378| 1600]: Train Loss:0.00092815, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:15:18,068 - [INFO] - [Epoch:378]: Training Loss:0.000928 + +2023-05-11 23:15:18,286 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 23:15:39,633 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 23:15:51,996 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 23:16:13,531 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 23:16:25,814 - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.50538, Head : 0.36689, Avg : 0.43614 + +2023-05-11 23:16:25,814 - [INFO] - [Epoch 378]: Training Loss: 0.00092802, Valid MRR: 0.44315, + + + +2023-05-11 23:16:26,463 - [INFO] - [E:379| 0]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:17:29,448 - [INFO] - [E:379| 100]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:18:32,413 - [INFO] - [E:379| 200]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:19:35,397 - [INFO] - [E:379| 300]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:20:38,366 - [INFO] - [E:379| 400]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:21:41,332 - [INFO] - [E:379| 500]: Train Loss:0.00092628, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:22:44,257 - [INFO] - [E:379| 600]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:23:47,189 - [INFO] - [E:379| 700]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:24:50,116 - [INFO] - [E:379| 800]: Train Loss:0.00092688, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:25:53,118 - [INFO] - [E:379| 900]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:26:56,091 - [INFO] - [E:379| 1000]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:27:59,052 - [INFO] - [E:379| 1100]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:29:02,014 - [INFO] - [E:379| 1200]: Train Loss:0.00092733, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:30:04,945 - [INFO] - [E:379| 1300]: Train Loss:0.00092738, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:31:07,899 - [INFO] - [E:379| 1400]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:32:10,895 - [INFO] - [E:379| 1500]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:33:13,878 - [INFO] - [E:379| 1600]: Train Loss:0.00092724, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:33:55,035 - [INFO] - [Epoch:379]: Training Loss:0.0009271 + +2023-05-11 23:33:55,251 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 23:34:16,605 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 23:34:28,967 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 23:34:50,495 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 23:35:02,740 - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.50035, Head : 0.36313, Avg : 0.43174 + MR: Tail : 781.41, Head : 967.22, Avg : 874.32 + Hit-1: Tail : 0.41721, Head : 0.26351, Avg : 0.34036 + Hit-3: Tail : 0.5484, Head : 0.41993, Avg : 0.48416 + Hit-10: Tail : 0.65652, Head : 0.55696, Avg : 0.60674 +2023-05-11 23:35:02,740 - [INFO] - [Epoch 379]: Training Loss: 0.00092707, Valid MRR: 0.44315, + + + +2023-05-11 23:35:03,387 - [INFO] - [E:380| 0]: Train Loss:0.00090715, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:36:06,366 - [INFO] - [E:380| 100]: Train Loss:0.00092537, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:37:09,365 - [INFO] - [E:380| 200]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:38:12,344 - [INFO] - [E:380| 300]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:39:15,265 - [INFO] - [E:380| 400]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:40:18,203 - [INFO] - [E:380| 500]: Train Loss:0.00092713, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:41:21,174 - [INFO] - [E:380| 600]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:42:24,171 - [INFO] - [E:380| 700]: Train Loss:0.0009267, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:43:27,148 - [INFO] - [E:380| 800]: Train Loss:0.00092673, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:44:30,117 - [INFO] - [E:380| 900]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:45:33,098 - [INFO] - [E:380| 1000]: Train Loss:0.00092688, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:46:36,034 - [INFO] - [E:380| 1100]: Train Loss:0.00092676, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:47:38,935 - [INFO] - [E:380| 1200]: Train Loss:0.00092655, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:48:41,840 - [INFO] - [E:380| 1300]: Train Loss:0.00092655, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:49:44,741 - [INFO] - [E:380| 1400]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:50:47,767 - [INFO] - [E:380| 1500]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:51:50,721 - [INFO] - [E:380| 1600]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:52:31,859 - [INFO] - [Epoch:380]: Training Loss:0.0009269 + +2023-05-11 23:52:32,075 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-11 23:52:53,417 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-11 23:53:05,778 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-11 23:53:27,299 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-11 23:53:39,534 - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.50146, Head : 0.36544, Avg : 0.43345 + +2023-05-11 23:53:39,534 - [INFO] - [Epoch 380]: Training Loss: 0.00092688, Valid MRR: 0.44315, + + + +2023-05-11 23:53:40,180 - [INFO] - [E:381| 0]: Train Loss:0.00091439, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:54:43,121 - [INFO] - [E:381| 100]: Train Loss:0.00092488, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:55:46,088 - [INFO] - [E:381| 200]: Train Loss:0.00092594, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:56:49,047 - [INFO] - [E:381| 300]: Train Loss:0.0009265, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:57:51,991 - [INFO] - [E:381| 400]: Train Loss:0.00092667, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:58:55,111 - [INFO] - [E:381| 500]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-11 23:59:58,021 - [INFO] - [E:381| 600]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:01:00,929 - [INFO] - [E:381| 700]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:02:03,915 - [INFO] - [E:381| 800]: Train Loss:0.00092659, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:03:06,887 - [INFO] - [E:381| 900]: Train Loss:0.00092658, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:04:09,875 - [INFO] - [E:381| 1000]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:05:12,854 - [INFO] - [E:381| 1100]: Train Loss:0.00092694, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:06:15,846 - [INFO] - [E:381| 1200]: Train Loss:0.00092694, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:07:18,905 - [INFO] - [E:381| 1300]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:08:21,840 - [INFO] - [E:381| 1400]: Train Loss:0.00092686, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:09:24,703 - [INFO] - [E:381| 1500]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:10:27,672 - [INFO] - [E:381| 1600]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:11:08,781 - [INFO] - [Epoch:381]: Training Loss:0.0009269 + +2023-05-12 00:11:08,997 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 00:11:30,320 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 00:11:42,659 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 00:12:04,152 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 00:12:16,392 - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.50548, Head : 0.3588, Avg : 0.43214 + +2023-05-12 00:12:16,392 - [INFO] - [Epoch 381]: Training Loss: 0.00092689, Valid MRR: 0.44315, + + + +2023-05-12 00:12:17,040 - [INFO] - [E:382| 0]: Train Loss:0.00094665, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:13:20,015 - [INFO] - [E:382| 100]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:14:22,972 - [INFO] - [E:382| 200]: Train Loss:0.00092517, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:15:26,018 - [INFO] - [E:382| 300]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:16:28,976 - [INFO] - [E:382| 400]: Train Loss:0.00092614, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:17:31,972 - [INFO] - [E:382| 500]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:18:34,935 - [INFO] - [E:382| 600]: Train Loss:0.00092519, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:19:37,942 - [INFO] - [E:382| 700]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:20:40,928 - [INFO] - [E:382| 800]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:21:43,930 - [INFO] - [E:382| 900]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:22:46,919 - [INFO] - [E:382| 1000]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:23:49,984 - [INFO] - [E:382| 1100]: Train Loss:0.0009266, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:24:53,019 - [INFO] - [E:382| 1200]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:25:56,089 - [INFO] - [E:382| 1300]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:26:59,112 - [INFO] - [E:382| 1400]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:28:02,122 - [INFO] - [E:382| 1500]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:29:05,115 - [INFO] - [E:382| 1600]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:29:46,268 - [INFO] - [Epoch:382]: Training Loss:0.0009265 + +2023-05-12 00:29:46,483 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 00:30:07,835 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 00:30:20,193 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 00:30:41,717 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 00:30:53,950 - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.49926, Head : 0.36921, Avg : 0.43423 + +2023-05-12 00:30:53,950 - [INFO] - [Epoch 382]: Training Loss: 0.00092649, Valid MRR: 0.44315, + + + +2023-05-12 00:30:54,595 - [INFO] - [E:383| 0]: Train Loss:0.00092281, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:31:57,625 - [INFO] - [E:383| 100]: Train Loss:0.00092848, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:33:00,645 - [INFO] - [E:383| 200]: Train Loss:0.00092969, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:34:03,625 - [INFO] - [E:383| 300]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:35:06,558 - [INFO] - [E:383| 400]: Train Loss:0.00092787, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:36:09,505 - [INFO] - [E:383| 500]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:37:12,403 - [INFO] - [E:383| 600]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:38:15,343 - [INFO] - [E:383| 700]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:39:18,269 - [INFO] - [E:383| 800]: Train Loss:0.00092802, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:40:21,306 - [INFO] - [E:383| 900]: Train Loss:0.00092787, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:41:24,265 - [INFO] - [E:383| 1000]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:42:27,273 - [INFO] - [E:383| 1100]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:43:30,264 - [INFO] - [E:383| 1200]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:44:33,300 - [INFO] - [E:383| 1300]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:45:36,271 - [INFO] - [E:383| 1400]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:46:39,151 - [INFO] - [E:383| 1500]: Train Loss:0.0009267, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:47:42,113 - [INFO] - [E:383| 1600]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:48:23,364 - [INFO] - [Epoch:383]: Training Loss:0.0009266 + +2023-05-12 00:48:23,581 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 00:48:44,906 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 00:48:57,258 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 00:49:18,777 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 00:49:31,013 - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.50929, Head : 0.3549, Avg : 0.43209 + +2023-05-12 00:49:31,013 - [INFO] - [Epoch 383]: Training Loss: 0.00092664, Valid MRR: 0.44315, + + + +2023-05-12 00:49:31,662 - [INFO] - [E:384| 0]: Train Loss:0.0009319, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:50:34,687 - [INFO] - [E:384| 100]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:51:37,773 - [INFO] - [E:384| 200]: Train Loss:0.00092886, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:52:40,926 - [INFO] - [E:384| 300]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:53:44,157 - [INFO] - [E:384| 400]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:54:47,406 - [INFO] - [E:384| 500]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:55:50,680 - [INFO] - [E:384| 600]: Train Loss:0.00092811, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:56:53,841 - [INFO] - [E:384| 700]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:57:56,876 - [INFO] - [E:384| 800]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n +2023-05-12 00:58:59,975 - [INFO] - [E:384| 900]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:00:03,266 - [INFO] - [E:384| 1000]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:01:06,543 - [INFO] - [E:384| 1100]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:02:09,696 - [INFO] - [E:384| 1200]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:03:12,851 - [INFO] - [E:384| 1300]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:04:16,012 - [INFO] - [E:384| 1400]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:05:19,352 - [INFO] - [E:384| 1500]: Train Loss:0.00092696, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:06:22,484 - [INFO] - [E:384| 1600]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:07:03,776 - [INFO] - [Epoch:384]: Training Loss:0.0009268 + +2023-05-12 01:07:03,994 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 01:07:25,473 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 01:07:37,897 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 01:07:59,546 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 01:08:11,877 - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.50573, Head : 0.36648, Avg : 0.4361 + +2023-05-12 01:08:11,877 - [INFO] - [Epoch 384]: Training Loss: 0.00092677, Valid MRR: 0.44315, + + + +2023-05-12 01:08:12,525 - [INFO] - [E:385| 0]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:09:15,710 - [INFO] - [E:385| 100]: Train Loss:0.00092743, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:10:18,836 - [INFO] - [E:385| 200]: Train Loss:0.00092791, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:11:21,900 - [INFO] - [E:385| 300]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:12:24,977 - [INFO] - [E:385| 400]: Train Loss:0.00092722, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:13:28,197 - [INFO] - [E:385| 500]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:14:31,608 - [INFO] - [E:385| 600]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:15:34,750 - [INFO] - [E:385| 700]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:16:37,899 - [INFO] - [E:385| 800]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:17:41,012 - [INFO] - [E:385| 900]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:18:44,186 - [INFO] - [E:385| 1000]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:19:47,271 - [INFO] - [E:385| 1100]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:20:50,386 - [INFO] - [E:385| 1200]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:21:53,621 - [INFO] - [E:385| 1300]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:22:56,862 - [INFO] - [E:385| 1400]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:24:00,066 - [INFO] - [E:385| 1500]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:25:03,204 - [INFO] - [E:385| 1600]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:25:44,430 - [INFO] - [Epoch:385]: Training Loss:0.0009265 + +2023-05-12 01:25:44,648 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 01:26:06,131 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 01:26:18,558 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 01:26:40,209 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 01:26:52,517 - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.50189, Head : 0.3253, Avg : 0.41359 + +2023-05-12 01:26:52,517 - [INFO] - [Epoch 385]: Training Loss: 0.0009265, Valid MRR: 0.44315, + + + +2023-05-12 01:26:53,168 - [INFO] - [E:386| 0]: Train Loss:0.0009339, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:27:56,296 - [INFO] - [E:386| 100]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:28:59,373 - [INFO] - [E:386| 200]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:30:02,558 - [INFO] - [E:386| 300]: Train Loss:0.00092783, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:31:05,821 - [INFO] - [E:386| 400]: Train Loss:0.00092689, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:32:08,887 - [INFO] - [E:386| 500]: Train Loss:0.00092628, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:33:12,037 - [INFO] - [E:386| 600]: Train Loss:0.00092586, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:34:15,241 - [INFO] - [E:386| 700]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:35:18,521 - [INFO] - [E:386| 800]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:36:21,661 - [INFO] - [E:386| 900]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:37:24,839 - [INFO] - [E:386| 1000]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:38:28,038 - [INFO] - [E:386| 1100]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:39:31,436 - [INFO] - [E:386| 1200]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:40:34,550 - [INFO] - [E:386| 1300]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:41:37,610 - [INFO] - [E:386| 1400]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:42:40,769 - [INFO] - [E:386| 1500]: Train Loss:0.00092675, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:43:43,968 - [INFO] - [E:386| 1600]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:44:25,207 - [INFO] - [Epoch:386]: Training Loss:0.0009266 + +2023-05-12 01:44:25,425 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 01:44:46,889 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 01:44:59,325 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 01:45:20,974 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 01:45:33,281 - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.50604, Head : 0.36413, Avg : 0.43509 + +2023-05-12 01:45:33,282 - [INFO] - [Epoch 386]: Training Loss: 0.00092664, Valid MRR: 0.44315, + + + +2023-05-12 01:45:33,929 - [INFO] - [E:387| 0]: Train Loss:0.00092344, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:46:37,062 - [INFO] - [E:387| 100]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:47:40,371 - [INFO] - [E:387| 200]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:48:43,607 - [INFO] - [E:387| 300]: Train Loss:0.00092524, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:49:46,775 - [INFO] - [E:387| 400]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:50:49,976 - [INFO] - [E:387| 500]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:51:53,121 - [INFO] - [E:387| 600]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:52:56,290 - [INFO] - [E:387| 700]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:53:59,438 - [INFO] - [E:387| 800]: Train Loss:0.00092585, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:55:02,635 - [INFO] - [E:387| 900]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:56:05,901 - [INFO] - [E:387| 1000]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:57:08,965 - [INFO] - [E:387| 1100]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:58:12,209 - [INFO] - [E:387| 1200]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n +2023-05-12 01:59:15,346 - [INFO] - [E:387| 1300]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:00:18,646 - [INFO] - [E:387| 1400]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:01:21,849 - [INFO] - [E:387| 1500]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:02:25,079 - [INFO] - [E:387| 1600]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:03:06,337 - [INFO] - [Epoch:387]: Training Loss:0.0009264 + +2023-05-12 02:03:06,555 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 02:03:28,008 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 02:03:40,459 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 02:04:02,200 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 02:04:14,524 - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.49717, Head : 0.3554, Avg : 0.42629 + +2023-05-12 02:04:14,525 - [INFO] - [Epoch 387]: Training Loss: 0.00092644, Valid MRR: 0.44315, + + + +2023-05-12 02:04:15,173 - [INFO] - [E:388| 0]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:05:18,321 - [INFO] - [E:388| 100]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:06:21,368 - [INFO] - [E:388| 200]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:07:24,547 - [INFO] - [E:388| 300]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:08:27,673 - [INFO] - [E:388| 400]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:09:30,817 - [INFO] - [E:388| 500]: Train Loss:0.00092586, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:10:33,985 - [INFO] - [E:388| 600]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:11:37,171 - [INFO] - [E:388| 700]: Train Loss:0.0009263, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:12:40,393 - [INFO] - [E:388| 800]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:13:43,505 - [INFO] - [E:388| 900]: Train Loss:0.00092657, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:14:46,665 - [INFO] - [E:388| 1000]: Train Loss:0.0009269, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:15:49,814 - [INFO] - [E:388| 1100]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:16:52,927 - [INFO] - [E:388| 1200]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:17:56,164 - [INFO] - [E:388| 1300]: Train Loss:0.00092654, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:18:59,355 - [INFO] - [E:388| 1400]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:20:02,482 - [INFO] - [E:388| 1500]: Train Loss:0.00092639, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:21:05,869 - [INFO] - [E:388| 1600]: Train Loss:0.0009263, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:21:47,145 - [INFO] - [Epoch:388]: Training Loss:0.0009263 + +2023-05-12 02:21:47,363 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 02:22:08,855 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 02:22:21,294 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 02:22:42,956 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 02:22:55,278 - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.50305, Head : 0.37483, Avg : 0.43894 + +2023-05-12 02:22:55,278 - [INFO] - [Epoch 388]: Training Loss: 0.00092629, Valid MRR: 0.44315, + + + +2023-05-12 02:22:55,927 - [INFO] - [E:389| 0]: Train Loss:0.00092246, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:23:59,067 - [INFO] - [E:389| 100]: Train Loss:0.00092956, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:25:02,160 - [INFO] - [E:389| 200]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:26:05,313 - [INFO] - [E:389| 300]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:27:08,373 - [INFO] - [E:389| 400]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:28:11,522 - [INFO] - [E:389| 500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:29:14,744 - [INFO] - [E:389| 600]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:30:17,912 - [INFO] - [E:389| 700]: Train Loss:0.00092758, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:31:21,206 - [INFO] - [E:389| 800]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:32:24,418 - [INFO] - [E:389| 900]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:33:27,679 - [INFO] - [E:389| 1000]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:34:30,905 - [INFO] - [E:389| 1100]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:35:34,050 - [INFO] - [E:389| 1200]: Train Loss:0.00092691, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:36:37,181 - [INFO] - [E:389| 1300]: Train Loss:0.00092675, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:37:40,570 - [INFO] - [E:389| 1400]: Train Loss:0.00092667, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:38:43,582 - [INFO] - [E:389| 1500]: Train Loss:0.00092651, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:39:46,724 - [INFO] - [E:389| 1600]: Train Loss:0.00092636, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:40:28,006 - [INFO] - [Epoch:389]: Training Loss:0.0009265 + +2023-05-12 02:40:28,224 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 02:40:49,660 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 02:41:02,093 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 02:41:23,711 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 02:41:35,997 - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.50695, Head : 0.35702, Avg : 0.43199 + MR: Tail : 762.99, Head : 973.17, Avg : 868.08 + Hit-1: Tail : 0.4232, Head : 0.25569, Avg : 0.33944 + Hit-3: Tail : 0.55666, Head : 0.40974, Avg : 0.4832 + Hit-10: Tail : 0.66018, Head : 0.55399, Avg : 0.60709 +2023-05-12 02:41:35,997 - [INFO] - [Epoch 389]: Training Loss: 0.00092649, Valid MRR: 0.44315, + + + +2023-05-12 02:41:36,644 - [INFO] - [E:390| 0]: Train Loss:0.00090309, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:42:39,670 - [INFO] - [E:390| 100]: Train Loss:0.00092355, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:43:42,706 - [INFO] - [E:390| 200]: Train Loss:0.00092457, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:44:45,788 - [INFO] - [E:390| 300]: Train Loss:0.00092682, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:45:48,897 - [INFO] - [E:390| 400]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:46:51,996 - [INFO] - [E:390| 500]: Train Loss:0.00092657, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:47:55,391 - [INFO] - [E:390| 600]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:48:58,460 - [INFO] - [E:390| 700]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:50:01,479 - [INFO] - [E:390| 800]: Train Loss:0.00092661, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:51:04,522 - [INFO] - [E:390| 900]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:52:07,661 - [INFO] - [E:390| 1000]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:53:10,842 - [INFO] - [E:390| 1100]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:54:14,006 - [INFO] - [E:390| 1200]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:55:17,135 - [INFO] - [E:390| 1300]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:56:20,243 - [INFO] - [E:390| 1400]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:57:23,385 - [INFO] - [E:390| 1500]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:58:26,503 - [INFO] - [E:390| 1600]: Train Loss:0.00092602, Val MRR:0.44315, wikidata12k_1n +2023-05-12 02:59:07,757 - [INFO] - [Epoch:390]: Training Loss:0.0009262 + +2023-05-12 02:59:07,975 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 02:59:29,444 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 02:59:41,871 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 03:00:03,513 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 03:00:15,829 - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.49895, Head : 0.37339, Avg : 0.43617 + +2023-05-12 03:00:15,829 - [INFO] - [Epoch 390]: Training Loss: 0.00092622, Valid MRR: 0.44315, + + + +2023-05-12 03:00:16,478 - [INFO] - [E:391| 0]: Train Loss:0.00093049, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:01:19,661 - [INFO] - [E:391| 100]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:02:22,848 - [INFO] - [E:391| 200]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:03:26,071 - [INFO] - [E:391| 300]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:04:29,239 - [INFO] - [E:391| 400]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:05:32,400 - [INFO] - [E:391| 500]: Train Loss:0.00092541, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:06:35,612 - [INFO] - [E:391| 600]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:07:38,726 - [INFO] - [E:391| 700]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:08:41,830 - [INFO] - [E:391| 800]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:09:44,911 - [INFO] - [E:391| 900]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:10:48,129 - [INFO] - [E:391| 1000]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:11:51,471 - [INFO] - [E:391| 1100]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:12:54,697 - [INFO] - [E:391| 1200]: Train Loss:0.00092607, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:13:57,955 - [INFO] - [E:391| 1300]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:15:01,129 - [INFO] - [E:391| 1400]: Train Loss:0.00092614, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:16:04,283 - [INFO] - [E:391| 1500]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:17:07,477 - [INFO] - [E:391| 1600]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:17:48,794 - [INFO] - [Epoch:391]: Training Loss:0.0009261 + +2023-05-12 03:17:49,011 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 03:18:10,504 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 03:18:22,935 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 03:18:44,581 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 03:18:56,916 - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.50883, Head : 0.3575, Avg : 0.43317 + +2023-05-12 03:18:56,916 - [INFO] - [Epoch 391]: Training Loss: 0.00092609, Valid MRR: 0.44315, + + + +2023-05-12 03:18:57,564 - [INFO] - [E:392| 0]: Train Loss:0.00091384, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:20:00,821 - [INFO] - [E:392| 100]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:21:04,063 - [INFO] - [E:392| 200]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:22:07,220 - [INFO] - [E:392| 300]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:23:10,503 - [INFO] - [E:392| 400]: Train Loss:0.00092575, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:24:13,721 - [INFO] - [E:392| 500]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:25:16,900 - [INFO] - [E:392| 600]: Train Loss:0.00092639, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:26:20,121 - [INFO] - [E:392| 700]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:27:23,372 - [INFO] - [E:392| 800]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:28:26,603 - [INFO] - [E:392| 900]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:29:29,803 - [INFO] - [E:392| 1000]: Train Loss:0.00092652, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:30:32,982 - [INFO] - [E:392| 1100]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:31:36,244 - [INFO] - [E:392| 1200]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:32:39,390 - [INFO] - [E:392| 1300]: Train Loss:0.00092629, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:33:42,599 - [INFO] - [E:392| 1400]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:34:45,742 - [INFO] - [E:392| 1500]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:35:48,935 - [INFO] - [E:392| 1600]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:36:30,321 - [INFO] - [Epoch:392]: Training Loss:0.0009261 + +2023-05-12 03:36:30,539 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 03:36:51,996 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 03:37:04,433 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 03:37:26,064 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 03:37:38,368 - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.51028, Head : 0.36807, Avg : 0.43917 + +2023-05-12 03:37:38,368 - [INFO] - [Epoch 392]: Training Loss: 0.00092614, Valid MRR: 0.44315, + + + +2023-05-12 03:37:39,015 - [INFO] - [E:393| 0]: Train Loss:0.00094638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:38:42,176 - [INFO] - [E:393| 100]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:39:45,300 - [INFO] - [E:393| 200]: Train Loss:0.0009247, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:40:48,436 - [INFO] - [E:393| 300]: Train Loss:0.00092509, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:41:51,590 - [INFO] - [E:393| 400]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:42:54,782 - [INFO] - [E:393| 500]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:43:57,960 - [INFO] - [E:393| 600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:45:01,281 - [INFO] - [E:393| 700]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:46:04,444 - [INFO] - [E:393| 800]: Train Loss:0.00092607, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:47:07,620 - [INFO] - [E:393| 900]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:48:10,757 - [INFO] - [E:393| 1000]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:49:13,887 - [INFO] - [E:393| 1100]: Train Loss:0.00092651, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:50:17,034 - [INFO] - [E:393| 1200]: Train Loss:0.00092626, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:51:20,091 - [INFO] - [E:393| 1300]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:52:23,310 - [INFO] - [E:393| 1400]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:53:26,607 - [INFO] - [E:393| 1500]: Train Loss:0.00092619, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:54:29,741 - [INFO] - [E:393| 1600]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:55:10,999 - [INFO] - [Epoch:393]: Training Loss:0.0009262 + +2023-05-12 03:55:11,217 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 03:55:32,682 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 03:55:45,114 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 03:56:06,772 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 03:56:19,079 - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.50967, Head : 0.36925, Avg : 0.43946 + +2023-05-12 03:56:19,079 - [INFO] - [Epoch 393]: Training Loss: 0.00092625, Valid MRR: 0.44315, + + + +2023-05-12 03:56:19,725 - [INFO] - [E:394| 0]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:57:22,792 - [INFO] - [E:394| 100]: Train Loss:0.00092883, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:58:25,838 - [INFO] - [E:394| 200]: Train Loss:0.0009261, Val MRR:0.44315, wikidata12k_1n +2023-05-12 03:59:28,860 - [INFO] - [E:394| 300]: Train Loss:0.00092539, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:00:31,892 - [INFO] - [E:394| 400]: Train Loss:0.00092562, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:01:35,095 - [INFO] - [E:394| 500]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:02:38,129 - [INFO] - [E:394| 600]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:03:41,225 - [INFO] - [E:394| 700]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:04:44,448 - [INFO] - [E:394| 800]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:05:47,565 - [INFO] - [E:394| 900]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:06:50,642 - [INFO] - [E:394| 1000]: Train Loss:0.00092606, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:07:53,825 - [INFO] - [E:394| 1100]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:08:56,983 - [INFO] - [E:394| 1200]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:10:00,295 - [INFO] - [E:394| 1300]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:11:03,347 - [INFO] - [E:394| 1400]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:12:06,518 - [INFO] - [E:394| 1500]: Train Loss:0.00092567, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:13:09,609 - [INFO] - [E:394| 1600]: Train Loss:0.00092583, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:13:50,818 - [INFO] - [Epoch:394]: Training Loss:0.000926 + +2023-05-12 04:13:51,035 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 04:14:12,478 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 04:14:24,886 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 04:14:46,502 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 04:14:58,802 - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.5114, Head : 0.36585, Avg : 0.43862 + +2023-05-12 04:14:58,802 - [INFO] - [Epoch 394]: Training Loss: 0.00092603, Valid MRR: 0.44315, + + + +2023-05-12 04:14:59,450 - [INFO] - [E:395| 0]: Train Loss:0.00091322, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:16:02,491 - [INFO] - [E:395| 100]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:17:05,499 - [INFO] - [E:395| 200]: Train Loss:0.00092425, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:18:08,716 - [INFO] - [E:395| 300]: Train Loss:0.00092436, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:19:11,855 - [INFO] - [E:395| 400]: Train Loss:0.00092401, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:20:15,146 - [INFO] - [E:395| 500]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:21:18,292 - [INFO] - [E:395| 600]: Train Loss:0.00092537, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:22:21,410 - [INFO] - [E:395| 700]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:23:24,465 - [INFO] - [E:395| 800]: Train Loss:0.00092576, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:24:27,613 - [INFO] - [E:395| 900]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:25:30,712 - [INFO] - [E:395| 1000]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:26:33,917 - [INFO] - [E:395| 1100]: Train Loss:0.00092565, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:27:36,979 - [INFO] - [E:395| 1200]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:28:40,125 - [INFO] - [E:395| 1300]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:29:43,273 - [INFO] - [E:395| 1400]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:30:46,378 - [INFO] - [E:395| 1500]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:31:49,486 - [INFO] - [E:395| 1600]: Train Loss:0.0009258, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:32:30,750 - [INFO] - [Epoch:395]: Training Loss:0.0009259 + +2023-05-12 04:32:30,967 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 04:32:52,413 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 04:33:04,831 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 04:33:26,443 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 04:33:38,736 - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.50767, Head : 0.36134, Avg : 0.4345 + +2023-05-12 04:33:38,737 - [INFO] - [Epoch 395]: Training Loss: 0.00092594, Valid MRR: 0.44315, + + + +2023-05-12 04:33:39,382 - [INFO] - [E:396| 0]: Train Loss:0.0009189, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:34:42,543 - [INFO] - [E:396| 100]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:35:45,687 - [INFO] - [E:396| 200]: Train Loss:0.0009269, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:36:48,794 - [INFO] - [E:396| 300]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:37:51,947 - [INFO] - [E:396| 400]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:38:55,089 - [INFO] - [E:396| 500]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:39:58,090 - [INFO] - [E:396| 600]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:41:01,121 - [INFO] - [E:396| 700]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:42:04,158 - [INFO] - [E:396| 800]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:43:07,289 - [INFO] - [E:396| 900]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:44:10,374 - [INFO] - [E:396| 1000]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:45:13,505 - [INFO] - [E:396| 1100]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:46:16,579 - [INFO] - [E:396| 1200]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:47:19,678 - [INFO] - [E:396| 1300]: Train Loss:0.00092614, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:48:22,706 - [INFO] - [E:396| 1400]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:49:25,814 - [INFO] - [E:396| 1500]: Train Loss:0.00092629, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:50:28,896 - [INFO] - [E:396| 1600]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:51:10,085 - [INFO] - [Epoch:396]: Training Loss:0.0009262 + +2023-05-12 04:51:10,302 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 04:51:31,815 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 04:51:44,250 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 04:52:05,905 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 04:52:18,214 - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.50099, Head : 0.34112, Avg : 0.42105 + +2023-05-12 04:52:18,214 - [INFO] - [Epoch 396]: Training Loss: 0.00092622, Valid MRR: 0.44315, + + + +2023-05-12 04:52:18,863 - [INFO] - [E:397| 0]: Train Loss:0.00094003, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:53:22,019 - [INFO] - [E:397| 100]: Train Loss:0.00092562, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:54:25,176 - [INFO] - [E:397| 200]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:55:28,309 - [INFO] - [E:397| 300]: Train Loss:0.00092686, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:56:31,474 - [INFO] - [E:397| 400]: Train Loss:0.00092708, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:57:34,675 - [INFO] - [E:397| 500]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:58:37,845 - [INFO] - [E:397| 600]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n +2023-05-12 04:59:41,056 - [INFO] - [E:397| 700]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:00:44,188 - [INFO] - [E:397| 800]: Train Loss:0.00092667, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:01:47,334 - [INFO] - [E:397| 900]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:02:50,436 - [INFO] - [E:397| 1000]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:03:53,554 - [INFO] - [E:397| 1100]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:04:56,586 - [INFO] - [E:397| 1200]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:05:59,687 - [INFO] - [E:397| 1300]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:07:02,810 - [INFO] - [E:397| 1400]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:08:05,845 - [INFO] - [E:397| 1500]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:09:09,192 - [INFO] - [E:397| 1600]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:09:50,398 - [INFO] - [Epoch:397]: Training Loss:0.0009261 + +2023-05-12 05:09:50,617 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 05:10:12,053 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 05:10:24,461 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 05:10:46,068 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 05:10:58,365 - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.50152, Head : 0.36467, Avg : 0.43309 + +2023-05-12 05:10:58,365 - [INFO] - [Epoch 397]: Training Loss: 0.00092612, Valid MRR: 0.44315, + + + +2023-05-12 05:10:59,013 - [INFO] - [E:398| 0]: Train Loss:0.00094511, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:12:02,064 - [INFO] - [E:398| 100]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:13:05,272 - [INFO] - [E:398| 200]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:14:08,375 - [INFO] - [E:398| 300]: Train Loss:0.00092682, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:15:11,450 - [INFO] - [E:398| 400]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:16:14,470 - [INFO] - [E:398| 500]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:17:17,709 - [INFO] - [E:398| 600]: Train Loss:0.00092585, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:18:20,865 - [INFO] - [E:398| 700]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:19:23,991 - [INFO] - [E:398| 800]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:20:27,165 - [INFO] - [E:398| 900]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:21:30,293 - [INFO] - [E:398| 1000]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:22:33,350 - [INFO] - [E:398| 1100]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:23:36,396 - [INFO] - [E:398| 1200]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:24:39,579 - [INFO] - [E:398| 1300]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:25:42,798 - [INFO] - [E:398| 1400]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:26:45,924 - [INFO] - [E:398| 1500]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:27:49,029 - [INFO] - [E:398| 1600]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:28:30,260 - [INFO] - [Epoch:398]: Training Loss:0.000926 + +2023-05-12 05:28:30,477 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 05:28:51,919 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 05:29:04,334 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 05:29:25,944 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 05:29:38,232 - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.49692, Head : 0.34375, Avg : 0.42033 + +2023-05-12 05:29:38,232 - [INFO] - [Epoch 398]: Training Loss: 0.00092598, Valid MRR: 0.44315, + + + +2023-05-12 05:29:38,878 - [INFO] - [E:399| 0]: Train Loss:0.0011361, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:30:41,978 - [INFO] - [E:399| 100]: Train Loss:0.00092422, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:31:45,023 - [INFO] - [E:399| 200]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:32:48,059 - [INFO] - [E:399| 300]: Train Loss:0.00092639, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:33:51,238 - [INFO] - [E:399| 400]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:34:54,270 - [INFO] - [E:399| 500]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:35:57,288 - [INFO] - [E:399| 600]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:37:00,456 - [INFO] - [E:399| 700]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:38:03,574 - [INFO] - [E:399| 800]: Train Loss:0.00092649, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:39:06,667 - [INFO] - [E:399| 900]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:40:09,691 - [INFO] - [E:399| 1000]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:41:12,698 - [INFO] - [E:399| 1100]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:42:15,922 - [INFO] - [E:399| 1200]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:43:19,088 - [INFO] - [E:399| 1300]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:44:22,178 - [INFO] - [E:399| 1400]: Train Loss:0.00092618, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:45:25,229 - [INFO] - [E:399| 1500]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:46:28,270 - [INFO] - [E:399| 1600]: Train Loss:0.000926, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:47:09,491 - [INFO] - [Epoch:399]: Training Loss:0.0009259 + +2023-05-12 05:47:09,709 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 05:47:31,121 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 05:47:43,524 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 05:48:05,126 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 05:48:17,398 - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.51016, Head : 0.34121, Avg : 0.42569 + MR: Tail : 790.64, Head : 995.2, Avg : 892.92 + Hit-1: Tail : 0.42745, Head : 0.2359, Avg : 0.33168 + Hit-3: Tail : 0.55834, Head : 0.39291, Avg : 0.47563 + Hit-10: Tail : 0.66424, Head : 0.54884, Avg : 0.60654 +2023-05-12 05:48:17,399 - [INFO] - [Epoch 399]: Training Loss: 0.00092594, Valid MRR: 0.44315, + + + +2023-05-12 05:48:18,043 - [INFO] - [E:400| 0]: Train Loss:0.00090838, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:49:21,116 - [INFO] - [E:400| 100]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:50:24,281 - [INFO] - [E:400| 200]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:51:27,398 - [INFO] - [E:400| 300]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:52:30,544 - [INFO] - [E:400| 400]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:53:33,578 - [INFO] - [E:400| 500]: Train Loss:0.00092583, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:54:36,607 - [INFO] - [E:400| 600]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:55:39,592 - [INFO] - [E:400| 700]: Train Loss:0.0009257, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:56:42,625 - [INFO] - [E:400| 800]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:57:45,734 - [INFO] - [E:400| 900]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:58:48,950 - [INFO] - [E:400| 1000]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 05:59:51,996 - [INFO] - [E:400| 1100]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:00:55,078 - [INFO] - [E:400| 1200]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:01:58,169 - [INFO] - [E:400| 1300]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:03:01,282 - [INFO] - [E:400| 1400]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:04:04,293 - [INFO] - [E:400| 1500]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:05:07,362 - [INFO] - [E:400| 1600]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:05:48,562 - [INFO] - [Epoch:400]: Training Loss:0.0009259 + +2023-05-12 06:05:48,780 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 06:06:10,196 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 06:06:22,590 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 06:06:44,253 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 06:06:56,567 - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.51073, Head : 0.3674, Avg : 0.43907 + +2023-05-12 06:06:56,568 - [INFO] - [Epoch 400]: Training Loss: 0.00092586, Valid MRR: 0.44315, + + + +2023-05-12 06:06:57,213 - [INFO] - [E:401| 0]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:08:00,262 - [INFO] - [E:401| 100]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:09:03,236 - [INFO] - [E:401| 200]: Train Loss:0.00092676, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:10:06,226 - [INFO] - [E:401| 300]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:11:09,204 - [INFO] - [E:401| 400]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:12:12,188 - [INFO] - [E:401| 500]: Train Loss:0.00092656, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:13:15,192 - [INFO] - [E:401| 600]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:14:18,287 - [INFO] - [E:401| 700]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:15:21,448 - [INFO] - [E:401| 800]: Train Loss:0.00092658, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:16:24,531 - [INFO] - [E:401| 900]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:17:27,627 - [INFO] - [E:401| 1000]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:18:30,654 - [INFO] - [E:401| 1100]: Train Loss:0.00092616, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:19:33,750 - [INFO] - [E:401| 1200]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:20:36,824 - [INFO] - [E:401| 1300]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:21:39,900 - [INFO] - [E:401| 1400]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:22:42,921 - [INFO] - [E:401| 1500]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:23:46,085 - [INFO] - [E:401| 1600]: Train Loss:0.00092594, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:24:27,271 - [INFO] - [Epoch:401]: Training Loss:0.0009258 + +2023-05-12 06:24:27,489 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 06:24:48,931 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 06:25:01,353 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 06:25:22,953 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 06:25:35,234 - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.50515, Head : 0.3612, Avg : 0.43317 + +2023-05-12 06:25:35,234 - [INFO] - [Epoch 401]: Training Loss: 0.00092584, Valid MRR: 0.44315, + + + +2023-05-12 06:25:35,882 - [INFO] - [E:402| 0]: Train Loss:0.00090979, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:26:38,952 - [INFO] - [E:402| 100]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:27:42,024 - [INFO] - [E:402| 200]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:28:45,091 - [INFO] - [E:402| 300]: Train Loss:0.00092738, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:29:48,172 - [INFO] - [E:402| 400]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:30:51,220 - [INFO] - [E:402| 500]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:31:54,354 - [INFO] - [E:402| 600]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:32:57,438 - [INFO] - [E:402| 700]: Train Loss:0.0009263, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:34:00,512 - [INFO] - [E:402| 800]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:35:03,527 - [INFO] - [E:402| 900]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:36:06,544 - [INFO] - [E:402| 1000]: Train Loss:0.00092581, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:37:09,546 - [INFO] - [E:402| 1100]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:38:12,518 - [INFO] - [E:402| 1200]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:39:15,516 - [INFO] - [E:402| 1300]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:40:18,566 - [INFO] - [E:402| 1400]: Train Loss:0.00092579, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:41:21,594 - [INFO] - [E:402| 1500]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:42:24,598 - [INFO] - [E:402| 1600]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:43:05,760 - [INFO] - [Epoch:402]: Training Loss:0.0009258 + +2023-05-12 06:43:05,978 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 06:43:27,332 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 06:43:39,707 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 06:44:01,258 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 06:44:13,513 - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.51267, Head : 0.36001, Avg : 0.43634 + +2023-05-12 06:44:13,513 - [INFO] - [Epoch 402]: Training Loss: 0.00092575, Valid MRR: 0.44315, + + + +2023-05-12 06:44:14,160 - [INFO] - [E:403| 0]: Train Loss:0.00090879, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:45:17,150 - [INFO] - [E:403| 100]: Train Loss:0.00092747, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:46:20,131 - [INFO] - [E:403| 200]: Train Loss:0.0009257, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:47:23,105 - [INFO] - [E:403| 300]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:48:26,105 - [INFO] - [E:403| 400]: Train Loss:0.00092522, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:49:29,178 - [INFO] - [E:403| 500]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:50:32,201 - [INFO] - [E:403| 600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:51:35,170 - [INFO] - [E:403| 700]: Train Loss:0.00092583, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:52:38,151 - [INFO] - [E:403| 800]: Train Loss:0.00092555, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:53:41,166 - [INFO] - [E:403| 900]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:54:44,167 - [INFO] - [E:403| 1000]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:55:47,148 - [INFO] - [E:403| 1100]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:56:50,229 - [INFO] - [E:403| 1200]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:57:53,346 - [INFO] - [E:403| 1300]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:58:56,366 - [INFO] - [E:403| 1400]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 06:59:59,392 - [INFO] - [E:403| 1500]: Train Loss:0.00092585, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:01:02,376 - [INFO] - [E:403| 1600]: Train Loss:0.00092586, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:01:43,507 - [INFO] - [Epoch:403]: Training Loss:0.0009258 + +2023-05-12 07:01:43,725 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 07:02:05,097 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 07:02:17,467 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 07:02:39,017 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 07:02:51,282 - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.51234, Head : 0.37022, Avg : 0.44128 + +2023-05-12 07:02:51,283 - [INFO] - [Epoch 403]: Training Loss: 0.00092581, Valid MRR: 0.44315, + + + +2023-05-12 07:02:51,929 - [INFO] - [E:404| 0]: Train Loss:0.00090911, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:03:54,880 - [INFO] - [E:404| 100]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:04:57,856 - [INFO] - [E:404| 200]: Train Loss:0.00092536, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:06:00,966 - [INFO] - [E:404| 300]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:07:03,961 - [INFO] - [E:404| 400]: Train Loss:0.00092489, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:08:06,971 - [INFO] - [E:404| 500]: Train Loss:0.00092505, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:09:09,966 - [INFO] - [E:404| 600]: Train Loss:0.00092502, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:10:12,955 - [INFO] - [E:404| 700]: Train Loss:0.00092498, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:11:15,945 - [INFO] - [E:404| 800]: Train Loss:0.00092533, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:12:18,982 - [INFO] - [E:404| 900]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:13:22,007 - [INFO] - [E:404| 1000]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:14:25,042 - [INFO] - [E:404| 1100]: Train Loss:0.00092556, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:15:27,976 - [INFO] - [E:404| 1200]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:16:30,956 - [INFO] - [E:404| 1300]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:17:33,959 - [INFO] - [E:404| 1400]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:18:36,896 - [INFO] - [E:404| 1500]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:19:39,861 - [INFO] - [E:404| 1600]: Train Loss:0.00092598, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:20:20,981 - [INFO] - [Epoch:404]: Training Loss:0.0009259 + +2023-05-12 07:20:21,198 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 07:20:42,525 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 07:20:54,878 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 07:21:16,373 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 07:21:28,600 - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.51245, Head : 0.32373, Avg : 0.41809 + +2023-05-12 07:21:28,600 - [INFO] - [Epoch 404]: Training Loss: 0.00092594, Valid MRR: 0.44315, + + + +2023-05-12 07:21:29,244 - [INFO] - [E:405| 0]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:22:32,278 - [INFO] - [E:405| 100]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:23:35,163 - [INFO] - [E:405| 200]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:24:38,160 - [INFO] - [E:405| 300]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:25:41,168 - [INFO] - [E:405| 400]: Train Loss:0.00092674, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:26:44,095 - [INFO] - [E:405| 500]: Train Loss:0.00092602, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:27:47,091 - [INFO] - [E:405| 600]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:28:50,007 - [INFO] - [E:405| 700]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:29:52,891 - [INFO] - [E:405| 800]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:30:55,898 - [INFO] - [E:405| 900]: Train Loss:0.00092539, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:31:58,868 - [INFO] - [E:405| 1000]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:33:01,844 - [INFO] - [E:405| 1100]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:34:04,808 - [INFO] - [E:405| 1200]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:35:07,796 - [INFO] - [E:405| 1300]: Train Loss:0.00092555, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:36:10,768 - [INFO] - [E:405| 1400]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:37:13,715 - [INFO] - [E:405| 1500]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:38:16,698 - [INFO] - [E:405| 1600]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:38:57,989 - [INFO] - [Epoch:405]: Training Loss:0.0009257 + +2023-05-12 07:38:58,207 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 07:39:19,526 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 07:39:31,869 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 07:39:53,388 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 07:40:05,609 - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.4974, Head : 0.36181, Avg : 0.42961 + +2023-05-12 07:40:05,609 - [INFO] - [Epoch 405]: Training Loss: 0.00092568, Valid MRR: 0.44315, + + + +2023-05-12 07:40:06,250 - [INFO] - [E:406| 0]: Train Loss:0.00092303, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:41:09,149 - [INFO] - [E:406| 100]: Train Loss:0.00092398, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:42:12,116 - [INFO] - [E:406| 200]: Train Loss:0.00092334, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:43:15,056 - [INFO] - [E:406| 300]: Train Loss:0.00092362, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:44:17,996 - [INFO] - [E:406| 400]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:45:20,956 - [INFO] - [E:406| 500]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:46:23,895 - [INFO] - [E:406| 600]: Train Loss:0.00092524, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:47:26,955 - [INFO] - [E:406| 700]: Train Loss:0.00092556, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:48:29,869 - [INFO] - [E:406| 800]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:49:32,747 - [INFO] - [E:406| 900]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:50:35,669 - [INFO] - [E:406| 1000]: Train Loss:0.00092527, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:51:38,645 - [INFO] - [E:406| 1100]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:52:41,594 - [INFO] - [E:406| 1200]: Train Loss:0.0009253, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:53:44,466 - [INFO] - [E:406| 1300]: Train Loss:0.00092523, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:54:47,346 - [INFO] - [E:406| 1400]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:55:50,324 - [INFO] - [E:406| 1500]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:56:53,294 - [INFO] - [E:406| 1600]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:57:34,446 - [INFO] - [Epoch:406]: Training Loss:0.0009254 + +2023-05-12 07:57:34,662 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 07:57:56,027 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 07:58:08,387 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 07:58:29,910 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 07:58:42,149 - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.50462, Head : 0.36804, Avg : 0.43633 + +2023-05-12 07:58:42,149 - [INFO] - [Epoch 406]: Training Loss: 0.00092541, Valid MRR: 0.44315, + + + +2023-05-12 07:58:42,795 - [INFO] - [E:407| 0]: Train Loss:0.00094032, Val MRR:0.44315, wikidata12k_1n +2023-05-12 07:59:45,763 - [INFO] - [E:407| 100]: Train Loss:0.00092481, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:00:48,749 - [INFO] - [E:407| 200]: Train Loss:0.00092569, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:01:51,752 - [INFO] - [E:407| 300]: Train Loss:0.00092464, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:02:54,720 - [INFO] - [E:407| 400]: Train Loss:0.00092437, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:03:57,749 - [INFO] - [E:407| 500]: Train Loss:0.00092511, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:05:00,728 - [INFO] - [E:407| 600]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:06:03,681 - [INFO] - [E:407| 700]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:07:06,611 - [INFO] - [E:407| 800]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:08:09,609 - [INFO] - [E:407| 900]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:09:12,564 - [INFO] - [E:407| 1000]: Train Loss:0.0009256, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:10:15,602 - [INFO] - [E:407| 1100]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:11:18,512 - [INFO] - [E:407| 1200]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:12:21,542 - [INFO] - [E:407| 1300]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:13:24,543 - [INFO] - [E:407| 1400]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:14:27,466 - [INFO] - [E:407| 1500]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:15:30,476 - [INFO] - [E:407| 1600]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:16:11,641 - [INFO] - [Epoch:407]: Training Loss:0.0009256 + +2023-05-12 08:16:11,859 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 08:16:33,208 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 08:16:45,580 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 08:17:07,096 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 08:17:19,334 - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.51087, Head : 0.36752, Avg : 0.43919 + +2023-05-12 08:17:19,334 - [INFO] - [Epoch 407]: Training Loss: 0.00092561, Valid MRR: 0.44315, + + + +2023-05-12 08:17:19,978 - [INFO] - [E:408| 0]: Train Loss:0.00097087, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:18:22,967 - [INFO] - [E:408| 100]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:19:25,958 - [INFO] - [E:408| 200]: Train Loss:0.00092668, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:20:29,023 - [INFO] - [E:408| 300]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:21:31,993 - [INFO] - [E:408| 400]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:22:34,978 - [INFO] - [E:408| 500]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:23:37,935 - [INFO] - [E:408| 600]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:24:40,911 - [INFO] - [E:408| 700]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:25:43,899 - [INFO] - [E:408| 800]: Train Loss:0.00092566, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:26:46,841 - [INFO] - [E:408| 900]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:27:49,738 - [INFO] - [E:408| 1000]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:28:52,773 - [INFO] - [E:408| 1100]: Train Loss:0.00092555, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:29:55,682 - [INFO] - [E:408| 1200]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:30:58,594 - [INFO] - [E:408| 1300]: Train Loss:0.00092547, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:32:01,530 - [INFO] - [E:408| 1400]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:33:04,527 - [INFO] - [E:408| 1500]: Train Loss:0.00092589, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:34:07,509 - [INFO] - [E:408| 1600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:34:48,680 - [INFO] - [Epoch:408]: Training Loss:0.0009259 + +2023-05-12 08:34:48,897 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 08:35:10,239 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 08:35:22,598 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 08:35:44,125 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 08:35:56,366 - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.51102, Head : 0.36496, Avg : 0.43799 + +2023-05-12 08:35:56,366 - [INFO] - [Epoch 408]: Training Loss: 0.0009259, Valid MRR: 0.44315, + + + +2023-05-12 08:35:57,012 - [INFO] - [E:409| 0]: Train Loss:0.00092145, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:37:00,013 - [INFO] - [E:409| 100]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:38:03,019 - [INFO] - [E:409| 200]: Train Loss:0.00093136, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:39:05,981 - [INFO] - [E:409| 300]: Train Loss:0.00092953, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:40:08,954 - [INFO] - [E:409| 400]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:41:11,917 - [INFO] - [E:409| 500]: Train Loss:0.00092763, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:42:14,853 - [INFO] - [E:409| 600]: Train Loss:0.00092683, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:43:17,867 - [INFO] - [E:409| 700]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:44:20,844 - [INFO] - [E:409| 800]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:45:23,843 - [INFO] - [E:409| 900]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:46:26,835 - [INFO] - [E:409| 1000]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:47:29,806 - [INFO] - [E:409| 1100]: Train Loss:0.00092581, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:48:32,761 - [INFO] - [E:409| 1200]: Train Loss:0.0009257, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:49:35,719 - [INFO] - [E:409| 1300]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:50:38,641 - [INFO] - [E:409| 1400]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:51:41,565 - [INFO] - [E:409| 1500]: Train Loss:0.00092598, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:52:44,456 - [INFO] - [E:409| 1600]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:53:25,612 - [INFO] - [Epoch:409]: Training Loss:0.0009259 + +2023-05-12 08:53:25,838 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 08:53:47,213 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 08:53:59,565 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 08:54:21,073 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 08:54:33,309 - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.5094, Head : 0.3295, Avg : 0.41945 + MR: Tail : 741.21, Head : 969.29, Avg : 855.25 + Hit-1: Tail : 0.42899, Head : 0.21813, Avg : 0.32356 + Hit-3: Tail : 0.55503, Head : 0.38985, Avg : 0.47244 + Hit-10: Tail : 0.66132, Head : 0.54746, Avg : 0.60439 +2023-05-12 08:54:33,309 - [INFO] - [Epoch 409]: Training Loss: 0.00092592, Valid MRR: 0.44315, + + + +2023-05-12 08:54:33,953 - [INFO] - [E:410| 0]: Train Loss:0.00092066, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:55:36,932 - [INFO] - [E:410| 100]: Train Loss:0.00092723, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:56:39,894 - [INFO] - [E:410| 200]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:57:42,887 - [INFO] - [E:410| 300]: Train Loss:0.00092395, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:58:45,872 - [INFO] - [E:410| 400]: Train Loss:0.00092384, Val MRR:0.44315, wikidata12k_1n +2023-05-12 08:59:48,839 - [INFO] - [E:410| 500]: Train Loss:0.00092437, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:00:51,833 - [INFO] - [E:410| 600]: Train Loss:0.00092453, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:01:54,886 - [INFO] - [E:410| 700]: Train Loss:0.00092458, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:02:57,879 - [INFO] - [E:410| 800]: Train Loss:0.00092468, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:04:00,854 - [INFO] - [E:410| 900]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:05:03,866 - [INFO] - [E:410| 1000]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:06:06,842 - [INFO] - [E:410| 1100]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:07:09,823 - [INFO] - [E:410| 1200]: Train Loss:0.0009261, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:08:12,773 - [INFO] - [E:410| 1300]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:09:15,715 - [INFO] - [E:410| 1400]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:10:18,688 - [INFO] - [E:410| 1500]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:11:21,654 - [INFO] - [E:410| 1600]: Train Loss:0.00092602, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:12:02,825 - [INFO] - [Epoch:410]: Training Loss:0.0009263 + +2023-05-12 09:12:03,041 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 09:12:24,377 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 09:12:36,744 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 09:12:58,262 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 09:13:10,494 - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.50504, Head : 0.35193, Avg : 0.42849 + +2023-05-12 09:13:10,494 - [INFO] - [Epoch 410]: Training Loss: 0.00092626, Valid MRR: 0.44315, + + + +2023-05-12 09:13:11,138 - [INFO] - [E:411| 0]: Train Loss:0.00091863, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:14:14,102 - [INFO] - [E:411| 100]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:15:16,991 - [INFO] - [E:411| 200]: Train Loss:0.00092829, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:16:19,862 - [INFO] - [E:411| 300]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:17:22,825 - [INFO] - [E:411| 400]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:18:25,827 - [INFO] - [E:411| 500]: Train Loss:0.0009253, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:19:28,826 - [INFO] - [E:411| 600]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:20:31,808 - [INFO] - [E:411| 700]: Train Loss:0.00092673, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:21:34,773 - [INFO] - [E:411| 800]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:22:37,751 - [INFO] - [E:411| 900]: Train Loss:0.00092648, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:23:40,722 - [INFO] - [E:411| 1000]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:24:43,698 - [INFO] - [E:411| 1100]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:25:46,626 - [INFO] - [E:411| 1200]: Train Loss:0.00092575, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:26:49,654 - [INFO] - [E:411| 1300]: Train Loss:0.00092558, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:27:52,660 - [INFO] - [E:411| 1400]: Train Loss:0.00092547, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:28:55,621 - [INFO] - [E:411| 1500]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:29:58,461 - [INFO] - [E:411| 1600]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:30:39,527 - [INFO] - [Epoch:411]: Training Loss:0.0009257 + +2023-05-12 09:30:39,744 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 09:31:01,056 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 09:31:13,398 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 09:31:34,927 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 09:31:47,175 - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.51109, Head : 0.3601, Avg : 0.43559 + +2023-05-12 09:31:47,175 - [INFO] - [Epoch 411]: Training Loss: 0.00092574, Valid MRR: 0.44315, + + + +2023-05-12 09:31:47,819 - [INFO] - [E:412| 0]: Train Loss:0.00094939, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:32:50,804 - [INFO] - [E:412| 100]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:33:53,722 - [INFO] - [E:412| 200]: Train Loss:0.00092515, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:34:56,658 - [INFO] - [E:412| 300]: Train Loss:0.0009261, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:35:59,654 - [INFO] - [E:412| 400]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:37:02,624 - [INFO] - [E:412| 500]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:38:05,595 - [INFO] - [E:412| 600]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:39:08,556 - [INFO] - [E:412| 700]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:40:11,519 - [INFO] - [E:412| 800]: Train Loss:0.000926, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:41:14,485 - [INFO] - [E:412| 900]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:42:17,540 - [INFO] - [E:412| 1000]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:43:20,564 - [INFO] - [E:412| 1100]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:44:23,605 - [INFO] - [E:412| 1200]: Train Loss:0.00092538, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:45:26,620 - [INFO] - [E:412| 1300]: Train Loss:0.00092509, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:46:29,607 - [INFO] - [E:412| 1400]: Train Loss:0.00092509, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:47:32,585 - [INFO] - [E:412| 1500]: Train Loss:0.00092508, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:48:35,551 - [INFO] - [E:412| 1600]: Train Loss:0.00092505, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:49:16,673 - [INFO] - [Epoch:412]: Training Loss:0.0009253 + +2023-05-12 09:49:16,888 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 09:49:38,225 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 09:49:50,563 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 09:50:12,062 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 09:50:24,290 - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.51203, Head : 0.36459, Avg : 0.43831 + +2023-05-12 09:50:24,290 - [INFO] - [Epoch 412]: Training Loss: 0.00092533, Valid MRR: 0.44315, + + + +2023-05-12 09:50:24,933 - [INFO] - [E:413| 0]: Train Loss:0.00095951, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:51:27,881 - [INFO] - [E:413| 100]: Train Loss:0.00092287, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:52:30,884 - [INFO] - [E:413| 200]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:53:33,808 - [INFO] - [E:413| 300]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:54:36,776 - [INFO] - [E:413| 400]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:55:39,764 - [INFO] - [E:413| 500]: Train Loss:0.0009258, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:56:42,734 - [INFO] - [E:413| 600]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:57:45,721 - [INFO] - [E:413| 700]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:58:48,699 - [INFO] - [E:413| 800]: Train Loss:0.0009256, Val MRR:0.44315, wikidata12k_1n +2023-05-12 09:59:51,618 - [INFO] - [E:413| 900]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:00:54,687 - [INFO] - [E:413| 1000]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:01:57,632 - [INFO] - [E:413| 1100]: Train Loss:0.00092529, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:03:00,594 - [INFO] - [E:413| 1200]: Train Loss:0.00092562, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:04:03,565 - [INFO] - [E:413| 1300]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:05:06,535 - [INFO] - [E:413| 1400]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:06:09,528 - [INFO] - [E:413| 1500]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:07:12,527 - [INFO] - [E:413| 1600]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:07:53,694 - [INFO] - [Epoch:413]: Training Loss:0.0009256 + +2023-05-12 10:07:53,911 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 10:08:15,276 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 10:08:27,649 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 10:08:49,187 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 10:09:01,412 - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.51168, Head : 0.36687, Avg : 0.43928 + +2023-05-12 10:09:01,412 - [INFO] - [Epoch 413]: Training Loss: 0.00092561, Valid MRR: 0.44315, + + + +2023-05-12 10:09:02,055 - [INFO] - [E:414| 0]: Train Loss:0.00092167, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:10:04,943 - [INFO] - [E:414| 100]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:11:07,907 - [INFO] - [E:414| 200]: Train Loss:0.00092484, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:12:10,832 - [INFO] - [E:414| 300]: Train Loss:0.00092504, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:13:13,722 - [INFO] - [E:414| 400]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:14:16,607 - [INFO] - [E:414| 500]: Train Loss:0.00092536, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:15:19,563 - [INFO] - [E:414| 600]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:16:22,547 - [INFO] - [E:414| 700]: Train Loss:0.00092488, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:17:25,536 - [INFO] - [E:414| 800]: Train Loss:0.00092512, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:18:28,508 - [INFO] - [E:414| 900]: Train Loss:0.00092506, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:19:31,482 - [INFO] - [E:414| 1000]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:20:34,438 - [INFO] - [E:414| 1100]: Train Loss:0.00092491, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:21:37,314 - [INFO] - [E:414| 1200]: Train Loss:0.00092503, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:22:40,329 - [INFO] - [E:414| 1300]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:23:43,287 - [INFO] - [E:414| 1400]: Train Loss:0.00092534, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:24:46,267 - [INFO] - [E:414| 1500]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:25:49,248 - [INFO] - [E:414| 1600]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:26:30,335 - [INFO] - [Epoch:414]: Training Loss:0.0009253 + +2023-05-12 10:26:30,553 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 10:26:51,875 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 10:27:04,221 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 10:27:25,717 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 10:27:37,956 - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.51113, Head : 0.34696, Avg : 0.42905 + +2023-05-12 10:27:37,956 - [INFO] - [Epoch 414]: Training Loss: 0.00092526, Valid MRR: 0.44315, + + + +2023-05-12 10:27:38,601 - [INFO] - [E:415| 0]: Train Loss:0.00094054, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:28:41,542 - [INFO] - [E:415| 100]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:29:44,528 - [INFO] - [E:415| 200]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:30:47,435 - [INFO] - [E:415| 300]: Train Loss:0.00092547, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:31:50,326 - [INFO] - [E:415| 400]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:32:53,256 - [INFO] - [E:415| 500]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:33:56,330 - [INFO] - [E:415| 600]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:34:59,292 - [INFO] - [E:415| 700]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:36:02,248 - [INFO] - [E:415| 800]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:37:05,109 - [INFO] - [E:415| 900]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:38:08,069 - [INFO] - [E:415| 1000]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:39:10,969 - [INFO] - [E:415| 1100]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:40:13,944 - [INFO] - [E:415| 1200]: Train Loss:0.00092541, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:41:16,889 - [INFO] - [E:415| 1300]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:42:19,911 - [INFO] - [E:415| 1400]: Train Loss:0.00092506, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:43:22,892 - [INFO] - [E:415| 1500]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:44:25,870 - [INFO] - [E:415| 1600]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:45:07,013 - [INFO] - [Epoch:415]: Training Loss:0.0009251 + +2023-05-12 10:45:07,231 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 10:45:28,574 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 10:45:40,933 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 10:46:02,448 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 10:46:14,684 - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.51011, Head : 0.36374, Avg : 0.43692 + +2023-05-12 10:46:14,684 - [INFO] - [Epoch 415]: Training Loss: 0.0009251, Valid MRR: 0.44315, + + + +2023-05-12 10:46:15,327 - [INFO] - [E:416| 0]: Train Loss:0.00089927, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:47:18,299 - [INFO] - [E:416| 100]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:48:21,261 - [INFO] - [E:416| 200]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:49:24,245 - [INFO] - [E:416| 300]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:50:27,277 - [INFO] - [E:416| 400]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:51:30,237 - [INFO] - [E:416| 500]: Train Loss:0.00092519, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:52:33,212 - [INFO] - [E:416| 600]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:53:36,141 - [INFO] - [E:416| 700]: Train Loss:0.00092551, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:54:39,109 - [INFO] - [E:416| 800]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:55:42,069 - [INFO] - [E:416| 900]: Train Loss:0.00092542, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:56:45,006 - [INFO] - [E:416| 1000]: Train Loss:0.00092537, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:57:47,951 - [INFO] - [E:416| 1100]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:58:50,988 - [INFO] - [E:416| 1200]: Train Loss:0.00092492, Val MRR:0.44315, wikidata12k_1n +2023-05-12 10:59:53,943 - [INFO] - [E:416| 1300]: Train Loss:0.00092511, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:00:56,849 - [INFO] - [E:416| 1400]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:01:59,735 - [INFO] - [E:416| 1500]: Train Loss:0.00092502, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:03:02,639 - [INFO] - [E:416| 1600]: Train Loss:0.00092517, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:03:43,777 - [INFO] - [Epoch:416]: Training Loss:0.0009252 + +2023-05-12 11:03:43,994 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 11:04:05,314 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 11:04:17,658 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 11:04:39,160 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 11:04:51,382 - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.50704, Head : 0.3701, Avg : 0.43857 + +2023-05-12 11:04:51,382 - [INFO] - [Epoch 416]: Training Loss: 0.00092518, Valid MRR: 0.44315, + + + +2023-05-12 11:04:52,025 - [INFO] - [E:417| 0]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:05:54,900 - [INFO] - [E:417| 100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:06:57,855 - [INFO] - [E:417| 200]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:08:00,807 - [INFO] - [E:417| 300]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:09:03,738 - [INFO] - [E:417| 400]: Train Loss:0.00092626, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:10:06,595 - [INFO] - [E:417| 500]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:11:09,488 - [INFO] - [E:417| 600]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:12:12,380 - [INFO] - [E:417| 700]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:13:15,373 - [INFO] - [E:417| 800]: Train Loss:0.00092518, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:14:18,377 - [INFO] - [E:417| 900]: Train Loss:0.00092514, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:15:21,339 - [INFO] - [E:417| 1000]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:16:24,288 - [INFO] - [E:417| 1100]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:17:27,269 - [INFO] - [E:417| 1200]: Train Loss:0.00092517, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:18:30,220 - [INFO] - [E:417| 1300]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:19:33,122 - [INFO] - [E:417| 1400]: Train Loss:0.00092512, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:20:36,107 - [INFO] - [E:417| 1500]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:21:39,048 - [INFO] - [E:417| 1600]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:22:20,200 - [INFO] - [Epoch:417]: Training Loss:0.0009251 + +2023-05-12 11:22:20,418 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 11:22:41,756 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 11:22:54,098 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 11:23:15,597 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 11:23:27,830 - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.50655, Head : 0.35023, Avg : 0.42839 + +2023-05-12 11:23:27,830 - [INFO] - [Epoch 417]: Training Loss: 0.00092514, Valid MRR: 0.44315, + + + +2023-05-12 11:23:28,478 - [INFO] - [E:418| 0]: Train Loss:0.00091194, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:24:31,512 - [INFO] - [E:418| 100]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:25:34,476 - [INFO] - [E:418| 200]: Train Loss:0.00092745, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:26:37,429 - [INFO] - [E:418| 300]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:27:40,384 - [INFO] - [E:418| 400]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:28:43,335 - [INFO] - [E:418| 500]: Train Loss:0.00092627, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:29:46,259 - [INFO] - [E:418| 600]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:30:49,194 - [INFO] - [E:418| 700]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:31:52,175 - [INFO] - [E:418| 800]: Train Loss:0.00092538, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:32:55,180 - [INFO] - [E:418| 900]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:33:58,256 - [INFO] - [E:418| 1000]: Train Loss:0.00092533, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:35:01,219 - [INFO] - [E:418| 1100]: Train Loss:0.00092565, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:36:04,167 - [INFO] - [E:418| 1200]: Train Loss:0.00092576, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:37:07,158 - [INFO] - [E:418| 1300]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:38:10,158 - [INFO] - [E:418| 1400]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:39:13,098 - [INFO] - [E:418| 1500]: Train Loss:0.00092538, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:40:16,015 - [INFO] - [E:418| 1600]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:40:57,123 - [INFO] - [Epoch:418]: Training Loss:0.0009253 + +2023-05-12 11:40:57,341 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 11:41:18,703 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 11:41:31,093 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 11:41:52,590 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 11:42:04,819 - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.50381, Head : 0.35357, Avg : 0.42869 + +2023-05-12 11:42:04,819 - [INFO] - [Epoch 418]: Training Loss: 0.00092529, Valid MRR: 0.44315, + + + +2023-05-12 11:42:05,463 - [INFO] - [E:419| 0]: Train Loss:0.00092266, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:43:08,365 - [INFO] - [E:419| 100]: Train Loss:0.00092298, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:44:11,292 - [INFO] - [E:419| 200]: Train Loss:0.0009248, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:45:14,200 - [INFO] - [E:419| 300]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:46:17,143 - [INFO] - [E:419| 400]: Train Loss:0.00092466, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:47:20,065 - [INFO] - [E:419| 500]: Train Loss:0.00092429, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:48:23,033 - [INFO] - [E:419| 600]: Train Loss:0.00092434, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:49:25,973 - [INFO] - [E:419| 700]: Train Loss:0.00092433, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:50:29,008 - [INFO] - [E:419| 800]: Train Loss:0.00092447, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:51:31,966 - [INFO] - [E:419| 900]: Train Loss:0.00092483, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:52:34,950 - [INFO] - [E:419| 1000]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:53:37,852 - [INFO] - [E:419| 1100]: Train Loss:0.00092502, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:54:40,764 - [INFO] - [E:419| 1200]: Train Loss:0.00092515, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:55:43,616 - [INFO] - [E:419| 1300]: Train Loss:0.00092523, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:56:46,491 - [INFO] - [E:419| 1400]: Train Loss:0.0009252, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:57:49,440 - [INFO] - [E:419| 1500]: Train Loss:0.00092515, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:58:52,441 - [INFO] - [E:419| 1600]: Train Loss:0.00092516, Val MRR:0.44315, wikidata12k_1n +2023-05-12 11:59:33,607 - [INFO] - [Epoch:419]: Training Loss:0.0009253 + +2023-05-12 11:59:33,825 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 11:59:55,159 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 12:00:07,518 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 12:00:29,053 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 12:00:41,288 - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.4985, Head : 0.36357, Avg : 0.43104 + MR: Tail : 789.26, Head : 975.24, Avg : 882.25 + Hit-1: Tail : 0.41701, Head : 0.26351, Avg : 0.34026 + Hit-3: Tail : 0.5431, Head : 0.41236, Avg : 0.47773 + Hit-10: Tail : 0.65796, Head : 0.55151, Avg : 0.60474 +2023-05-12 12:00:41,289 - [INFO] - [Epoch 419]: Training Loss: 0.00092528, Valid MRR: 0.44315, + + + +2023-05-12 12:00:41,933 - [INFO] - [E:420| 0]: Train Loss:0.00091737, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:01:44,917 - [INFO] - [E:420| 100]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:02:47,945 - [INFO] - [E:420| 200]: Train Loss:0.00092529, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:03:50,891 - [INFO] - [E:420| 300]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:04:53,848 - [INFO] - [E:420| 400]: Train Loss:0.00092469, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:05:56,809 - [INFO] - [E:420| 500]: Train Loss:0.00092473, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:06:59,868 - [INFO] - [E:420| 600]: Train Loss:0.00092426, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:08:02,830 - [INFO] - [E:420| 700]: Train Loss:0.0009243, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:09:05,745 - [INFO] - [E:420| 800]: Train Loss:0.00092413, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:10:08,708 - [INFO] - [E:420| 900]: Train Loss:0.00092473, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:11:11,675 - [INFO] - [E:420| 1000]: Train Loss:0.00092506, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:12:14,593 - [INFO] - [E:420| 1100]: Train Loss:0.00092518, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:13:17,575 - [INFO] - [E:420| 1200]: Train Loss:0.00092521, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:14:20,535 - [INFO] - [E:420| 1300]: Train Loss:0.00092545, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:15:23,606 - [INFO] - [E:420| 1400]: Train Loss:0.00092523, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:16:26,597 - [INFO] - [E:420| 1500]: Train Loss:0.00092522, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:17:29,572 - [INFO] - [E:420| 1600]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:18:10,707 - [INFO] - [Epoch:420]: Training Loss:0.0009253 + +2023-05-12 12:18:10,923 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 12:18:32,258 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 12:18:44,603 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 12:19:06,108 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 12:19:18,340 - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.50526, Head : 0.37014, Avg : 0.4377 + +2023-05-12 12:19:18,340 - [INFO] - [Epoch 420]: Training Loss: 0.00092528, Valid MRR: 0.44315, + + + +2023-05-12 12:19:18,987 - [INFO] - [E:421| 0]: Train Loss:0.00093849, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:20:21,879 - [INFO] - [E:421| 100]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:21:24,801 - [INFO] - [E:421| 200]: Train Loss:0.00092473, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:22:27,680 - [INFO] - [E:421| 300]: Train Loss:0.00092449, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:23:30,635 - [INFO] - [E:421| 400]: Train Loss:0.00092384, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:24:33,609 - [INFO] - [E:421| 500]: Train Loss:0.00092402, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:25:36,486 - [INFO] - [E:421| 600]: Train Loss:0.00092445, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:26:39,385 - [INFO] - [E:421| 700]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:27:42,274 - [INFO] - [E:421| 800]: Train Loss:0.00092467, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:28:45,181 - [INFO] - [E:421| 900]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:29:48,125 - [INFO] - [E:421| 1000]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:30:51,032 - [INFO] - [E:421| 1100]: Train Loss:0.00092503, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:31:54,001 - [INFO] - [E:421| 1200]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:32:56,877 - [INFO] - [E:421| 1300]: Train Loss:0.00092505, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:33:59,747 - [INFO] - [E:421| 1400]: Train Loss:0.00092503, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:35:02,660 - [INFO] - [E:421| 1500]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:36:05,523 - [INFO] - [E:421| 1600]: Train Loss:0.00092493, Val MRR:0.44315, wikidata12k_1n +2023-05-12 12:36:46,633 - [INFO] - [Epoch:421]: Training Loss:0.0009249 + +2023-05-12 12:36:46,850 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 12:37:08,178 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 12:37:20,535 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 12:37:42,039 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 12:37:54,264 - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.51144, Head : 0.3802, Avg : 0.44582 + +2023-05-12 12:37:55,243 - [INFO] - [Epoch 421]: Training Loss: 0.00092487, Valid MRR: 0.44582, + + + +2023-05-12 12:37:55,891 - [INFO] - [E:422| 0]: Train Loss:0.00091303, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:38:58,769 - [INFO] - [E:422| 100]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:40:01,766 - [INFO] - [E:422| 200]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:41:04,664 - [INFO] - [E:422| 300]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:42:07,584 - [INFO] - [E:422| 400]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:43:10,566 - [INFO] - [E:422| 500]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:44:13,548 - [INFO] - [E:422| 600]: Train Loss:0.00092456, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:45:16,533 - [INFO] - [E:422| 700]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:46:19,498 - [INFO] - [E:422| 800]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:47:22,462 - [INFO] - [E:422| 900]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:48:25,431 - [INFO] - [E:422| 1000]: Train Loss:0.000925, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:49:28,483 - [INFO] - [E:422| 1100]: Train Loss:0.00092496, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:50:31,383 - [INFO] - [E:422| 1200]: Train Loss:0.00092506, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:51:34,345 - [INFO] - [E:422| 1300]: Train Loss:0.00092499, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:52:37,326 - [INFO] - [E:422| 1400]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:53:40,285 - [INFO] - [E:422| 1500]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:54:43,251 - [INFO] - [E:422| 1600]: Train Loss:0.00092494, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:55:24,397 - [INFO] - [Epoch:422]: Training Loss:0.0009249 + +2023-05-12 12:55:24,613 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 12:55:45,942 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 12:55:58,298 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 12:56:19,821 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 12:56:32,074 - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.50589, Head : 0.3567, Avg : 0.4313 + +2023-05-12 12:56:32,074 - [INFO] - [Epoch 422]: Training Loss: 0.00092489, Valid MRR: 0.44582, + + + +2023-05-12 12:56:32,719 - [INFO] - [E:423| 0]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:57:35,768 - [INFO] - [E:423| 100]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:58:38,720 - [INFO] - [E:423| 200]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-12 12:59:41,683 - [INFO] - [E:423| 300]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:00:44,662 - [INFO] - [E:423| 400]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:01:47,599 - [INFO] - [E:423| 500]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:02:50,556 - [INFO] - [E:423| 600]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:03:53,435 - [INFO] - [E:423| 700]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:04:56,318 - [INFO] - [E:423| 800]: Train Loss:0.0009247, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:05:59,409 - [INFO] - [E:423| 900]: Train Loss:0.00092456, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:07:02,370 - [INFO] - [E:423| 1000]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:08:05,342 - [INFO] - [E:423| 1100]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:09:08,295 - [INFO] - [E:423| 1200]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:10:11,201 - [INFO] - [E:423| 1300]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:11:14,141 - [INFO] - [E:423| 1400]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:12:17,096 - [INFO] - [E:423| 1500]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:13:20,105 - [INFO] - [E:423| 1600]: Train Loss:0.00092497, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:14:01,240 - [INFO] - [Epoch:423]: Training Loss:0.0009251 + +2023-05-12 13:14:01,456 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 13:14:22,787 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 13:14:35,129 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 13:14:56,633 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 13:15:08,859 - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.50683, Head : 0.35095, Avg : 0.42889 + +2023-05-12 13:15:08,859 - [INFO] - [Epoch 423]: Training Loss: 0.00092505, Valid MRR: 0.44582, + + + +2023-05-12 13:15:09,502 - [INFO] - [E:424| 0]: Train Loss:0.00090556, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:16:12,446 - [INFO] - [E:424| 100]: Train Loss:0.0009267, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:17:15,342 - [INFO] - [E:424| 200]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:18:18,316 - [INFO] - [E:424| 300]: Train Loss:0.0009252, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:19:21,310 - [INFO] - [E:424| 400]: Train Loss:0.00092513, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:20:24,202 - [INFO] - [E:424| 500]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:21:27,139 - [INFO] - [E:424| 600]: Train Loss:0.00092501, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:22:30,158 - [INFO] - [E:424| 700]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:23:33,149 - [INFO] - [E:424| 800]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:24:36,048 - [INFO] - [E:424| 900]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:25:38,962 - [INFO] - [E:424| 1000]: Train Loss:0.00092479, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:26:41,953 - [INFO] - [E:424| 1100]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:27:44,919 - [INFO] - [E:424| 1200]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:28:47,859 - [INFO] - [E:424| 1300]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:29:50,842 - [INFO] - [E:424| 1400]: Train Loss:0.0009249, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:30:53,870 - [INFO] - [E:424| 1500]: Train Loss:0.00092513, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:31:56,792 - [INFO] - [E:424| 1600]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:32:37,900 - [INFO] - [Epoch:424]: Training Loss:0.0009251 + +2023-05-12 13:32:38,117 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 13:32:59,437 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 13:33:11,782 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 13:33:33,292 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 13:33:45,512 - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.50227, Head : 0.36838, Avg : 0.43533 + +2023-05-12 13:33:45,520 - [INFO] - [Epoch 424]: Training Loss: 0.00092509, Valid MRR: 0.44582, + + + +2023-05-12 13:33:46,170 - [INFO] - [E:425| 0]: Train Loss:0.0009207, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:34:49,066 - [INFO] - [E:425| 100]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:35:51,989 - [INFO] - [E:425| 200]: Train Loss:0.00092618, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:36:54,868 - [INFO] - [E:425| 300]: Train Loss:0.0009255, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:37:57,805 - [INFO] - [E:425| 400]: Train Loss:0.00092511, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:39:00,821 - [INFO] - [E:425| 500]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:40:03,848 - [INFO] - [E:425| 600]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:41:06,813 - [INFO] - [E:425| 700]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:42:09,796 - [INFO] - [E:425| 800]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:43:12,812 - [INFO] - [E:425| 900]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:44:15,741 - [INFO] - [E:425| 1000]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:45:18,638 - [INFO] - [E:425| 1100]: Train Loss:0.00092472, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:46:21,544 - [INFO] - [E:425| 1200]: Train Loss:0.00092473, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:47:24,522 - [INFO] - [E:425| 1300]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:48:27,471 - [INFO] - [E:425| 1400]: Train Loss:0.00092516, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:49:30,429 - [INFO] - [E:425| 1500]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:50:33,396 - [INFO] - [E:425| 1600]: Train Loss:0.000925, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:51:14,546 - [INFO] - [Epoch:425]: Training Loss:0.000925 + +2023-05-12 13:51:14,762 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 13:51:36,095 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 13:51:48,451 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 13:52:09,966 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 13:52:22,219 - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.50829, Head : 0.33687, Avg : 0.42258 + +2023-05-12 13:52:22,219 - [INFO] - [Epoch 425]: Training Loss: 0.00092499, Valid MRR: 0.44582, + + + +2023-05-12 13:52:22,863 - [INFO] - [E:426| 0]: Train Loss:0.00093003, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:53:25,803 - [INFO] - [E:426| 100]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:54:28,705 - [INFO] - [E:426| 200]: Train Loss:0.00092565, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:55:31,734 - [INFO] - [E:426| 300]: Train Loss:0.00092556, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:56:34,705 - [INFO] - [E:426| 400]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:57:37,668 - [INFO] - [E:426| 500]: Train Loss:0.00092555, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:58:40,616 - [INFO] - [E:426| 600]: Train Loss:0.0009258, Val MRR:0.44582, wikidata12k_1n +2023-05-12 13:59:43,570 - [INFO] - [E:426| 700]: Train Loss:0.0009264, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:00:46,516 - [INFO] - [E:426| 800]: Train Loss:0.00092589, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:01:49,478 - [INFO] - [E:426| 900]: Train Loss:0.00092574, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:02:52,440 - [INFO] - [E:426| 1000]: Train Loss:0.00092546, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:03:55,506 - [INFO] - [E:426| 1100]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:04:58,445 - [INFO] - [E:426| 1200]: Train Loss:0.00092515, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:06:01,417 - [INFO] - [E:426| 1300]: Train Loss:0.00092519, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:07:04,381 - [INFO] - [E:426| 1400]: Train Loss:0.00092537, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:08:07,361 - [INFO] - [E:426| 1500]: Train Loss:0.00092519, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:09:10,343 - [INFO] - [E:426| 1600]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:09:51,502 - [INFO] - [Epoch:426]: Training Loss:0.0009252 + +2023-05-12 14:09:51,718 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 14:10:13,065 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 14:10:25,420 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 14:10:46,926 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 14:10:59,164 - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.49771, Head : 0.34189, Avg : 0.4198 + +2023-05-12 14:10:59,165 - [INFO] - [Epoch 426]: Training Loss: 0.00092516, Valid MRR: 0.44582, + + + +2023-05-12 14:10:59,808 - [INFO] - [E:427| 0]: Train Loss:0.0009277, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:12:02,866 - [INFO] - [E:427| 100]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:13:05,759 - [INFO] - [E:427| 200]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:14:08,659 - [INFO] - [E:427| 300]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:15:11,615 - [INFO] - [E:427| 400]: Train Loss:0.00092357, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:16:14,584 - [INFO] - [E:427| 500]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:17:17,553 - [INFO] - [E:427| 600]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:18:20,526 - [INFO] - [E:427| 700]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:19:23,490 - [INFO] - [E:427| 800]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:20:26,527 - [INFO] - [E:427| 900]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:21:29,516 - [INFO] - [E:427| 1000]: Train Loss:0.00092446, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:22:32,473 - [INFO] - [E:427| 1100]: Train Loss:0.00092459, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:23:35,343 - [INFO] - [E:427| 1200]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:24:38,237 - [INFO] - [E:427| 1300]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:25:41,159 - [INFO] - [E:427| 1400]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:26:44,147 - [INFO] - [E:427| 1500]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:27:47,115 - [INFO] - [E:427| 1600]: Train Loss:0.0009249, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:28:28,295 - [INFO] - [Epoch:427]: Training Loss:0.000925 + +2023-05-12 14:28:28,511 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 14:28:49,890 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 14:29:02,245 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 14:29:23,788 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 14:29:36,028 - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.50616, Head : 0.36891, Avg : 0.43754 + +2023-05-12 14:29:36,029 - [INFO] - [Epoch 427]: Training Loss: 0.00092496, Valid MRR: 0.44582, + + + +2023-05-12 14:29:36,672 - [INFO] - [E:428| 0]: Train Loss:0.00093236, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:30:39,652 - [INFO] - [E:428| 100]: Train Loss:0.00092566, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:31:42,646 - [INFO] - [E:428| 200]: Train Loss:0.0009255, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:32:45,677 - [INFO] - [E:428| 300]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:33:48,678 - [INFO] - [E:428| 400]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:34:51,630 - [INFO] - [E:428| 500]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:35:54,618 - [INFO] - [E:428| 600]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:36:57,578 - [INFO] - [E:428| 700]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:38:00,580 - [INFO] - [E:428| 800]: Train Loss:0.0009251, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:39:03,606 - [INFO] - [E:428| 900]: Train Loss:0.00092512, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:40:06,571 - [INFO] - [E:428| 1000]: Train Loss:0.00092498, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:41:09,470 - [INFO] - [E:428| 1100]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:42:12,428 - [INFO] - [E:428| 1200]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:43:15,422 - [INFO] - [E:428| 1300]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:44:18,394 - [INFO] - [E:428| 1400]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:45:21,413 - [INFO] - [E:428| 1500]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:46:24,333 - [INFO] - [E:428| 1600]: Train Loss:0.00092514, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:47:05,475 - [INFO] - [Epoch:428]: Training Loss:0.0009251 + +2023-05-12 14:47:05,693 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 14:47:27,020 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 14:47:39,365 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 14:48:00,862 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 14:48:13,096 - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.50187, Head : 0.3726, Avg : 0.43724 + +2023-05-12 14:48:13,097 - [INFO] - [Epoch 428]: Training Loss: 0.00092507, Valid MRR: 0.44582, + + + +2023-05-12 14:48:13,741 - [INFO] - [E:429| 0]: Train Loss:0.00091004, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:49:16,685 - [INFO] - [E:429| 100]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:50:19,702 - [INFO] - [E:429| 200]: Train Loss:0.00092469, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:51:22,674 - [INFO] - [E:429| 300]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:52:25,665 - [INFO] - [E:429| 400]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:53:28,686 - [INFO] - [E:429| 500]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:54:31,697 - [INFO] - [E:429| 600]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:55:34,652 - [INFO] - [E:429| 700]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:56:37,623 - [INFO] - [E:429| 800]: Train Loss:0.00092498, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:57:40,595 - [INFO] - [E:429| 900]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:58:43,563 - [INFO] - [E:429| 1000]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n +2023-05-12 14:59:46,526 - [INFO] - [E:429| 1100]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:00:49,499 - [INFO] - [E:429| 1200]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:01:52,513 - [INFO] - [E:429| 1300]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:02:55,490 - [INFO] - [E:429| 1400]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:03:58,475 - [INFO] - [E:429| 1500]: Train Loss:0.0009248, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:05:01,421 - [INFO] - [E:429| 1600]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:05:42,568 - [INFO] - [Epoch:429]: Training Loss:0.000925 + +2023-05-12 15:05:42,784 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 15:06:04,167 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 15:06:16,534 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 15:06:38,044 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 15:06:50,280 - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.50398, Head : 0.37278, Avg : 0.43838 + MR: Tail : 770.53, Head : 958.68, Avg : 864.6 + Hit-1: Tail : 0.41677, Head : 0.28612, Avg : 0.35144 + Hit-3: Tail : 0.55963, Head : 0.40726, Avg : 0.48345 + Hit-10: Tail : 0.65999, Head : 0.55008, Avg : 0.60503 +2023-05-12 15:06:50,280 - [INFO] - [Epoch 429]: Training Loss: 0.00092503, Valid MRR: 0.44582, + + + +2023-05-12 15:06:50,924 - [INFO] - [E:430| 0]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:07:53,861 - [INFO] - [E:430| 100]: Train Loss:0.00092568, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:08:56,821 - [INFO] - [E:430| 200]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:09:59,791 - [INFO] - [E:430| 300]: Train Loss:0.00092561, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:11:02,852 - [INFO] - [E:430| 400]: Train Loss:0.00092502, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:12:05,794 - [INFO] - [E:430| 500]: Train Loss:0.00092484, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:13:08,734 - [INFO] - [E:430| 600]: Train Loss:0.00092458, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:14:11,675 - [INFO] - [E:430| 700]: Train Loss:0.00092475, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:15:14,647 - [INFO] - [E:430| 800]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:16:17,655 - [INFO] - [E:430| 900]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:17:20,604 - [INFO] - [E:430| 1000]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:18:23,546 - [INFO] - [E:430| 1100]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:19:26,579 - [INFO] - [E:430| 1200]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:20:29,575 - [INFO] - [E:430| 1300]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:21:32,621 - [INFO] - [E:430| 1400]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:22:35,620 - [INFO] - [E:430| 1500]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:23:38,636 - [INFO] - [E:430| 1600]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:24:19,810 - [INFO] - [Epoch:430]: Training Loss:0.0009247 + +2023-05-12 15:24:20,027 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 15:24:41,393 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 15:24:53,756 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 15:25:15,318 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 15:25:27,569 - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.50083, Head : 0.37102, Avg : 0.43592 + +2023-05-12 15:25:27,569 - [INFO] - [Epoch 430]: Training Loss: 0.00092467, Valid MRR: 0.44582, + + + +2023-05-12 15:25:28,213 - [INFO] - [E:431| 0]: Train Loss:0.00091749, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:26:31,154 - [INFO] - [E:431| 100]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:27:34,222 - [INFO] - [E:431| 200]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:28:37,228 - [INFO] - [E:431| 300]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:29:40,199 - [INFO] - [E:431| 400]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:30:43,124 - [INFO] - [E:431| 500]: Train Loss:0.00092429, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:31:46,060 - [INFO] - [E:431| 600]: Train Loss:0.00092409, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:32:49,040 - [INFO] - [E:431| 700]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:33:52,009 - [INFO] - [E:431| 800]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:34:54,999 - [INFO] - [E:431| 900]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:35:58,012 - [INFO] - [E:431| 1000]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:37:00,942 - [INFO] - [E:431| 1100]: Train Loss:0.00092488, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:38:03,922 - [INFO] - [E:431| 1200]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:39:06,877 - [INFO] - [E:431| 1300]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:40:09,860 - [INFO] - [E:431| 1400]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:41:12,840 - [INFO] - [E:431| 1500]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:42:15,825 - [INFO] - [E:431| 1600]: Train Loss:0.00092446, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:42:56,973 - [INFO] - [Epoch:431]: Training Loss:0.0009247 + +2023-05-12 15:42:57,189 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 15:43:18,528 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 15:43:30,929 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 15:43:52,449 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 15:44:04,682 - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.49775, Head : 0.35352, Avg : 0.42563 + +2023-05-12 15:44:04,682 - [INFO] - [Epoch 431]: Training Loss: 0.00092474, Valid MRR: 0.44582, + + + +2023-05-12 15:44:05,325 - [INFO] - [E:432| 0]: Train Loss:0.00091734, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:45:08,297 - [INFO] - [E:432| 100]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:46:11,214 - [INFO] - [E:432| 200]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:47:14,177 - [INFO] - [E:432| 300]: Train Loss:0.00092496, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:48:17,145 - [INFO] - [E:432| 400]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:49:20,131 - [INFO] - [E:432| 500]: Train Loss:0.00092421, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:50:23,115 - [INFO] - [E:432| 600]: Train Loss:0.00092402, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:51:26,084 - [INFO] - [E:432| 700]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:52:29,155 - [INFO] - [E:432| 800]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:53:32,143 - [INFO] - [E:432| 900]: Train Loss:0.00092419, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:54:35,148 - [INFO] - [E:432| 1000]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:55:38,104 - [INFO] - [E:432| 1100]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:56:40,962 - [INFO] - [E:432| 1200]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:57:43,854 - [INFO] - [E:432| 1300]: Train Loss:0.00092404, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:58:46,751 - [INFO] - [E:432| 1400]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 15:59:49,643 - [INFO] - [E:432| 1500]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:00:52,684 - [INFO] - [E:432| 1600]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:01:33,876 - [INFO] - [Epoch:432]: Training Loss:0.0009247 + +2023-05-12 16:01:34,094 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 16:01:55,431 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 16:02:07,804 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 16:02:29,313 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 16:02:41,546 - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.50491, Head : 0.35528, Avg : 0.43009 + +2023-05-12 16:02:41,546 - [INFO] - [Epoch 432]: Training Loss: 0.00092467, Valid MRR: 0.44582, + + + +2023-05-12 16:02:42,189 - [INFO] - [E:433| 0]: Train Loss:0.00090413, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:03:45,183 - [INFO] - [E:433| 100]: Train Loss:0.00092879, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:04:48,174 - [INFO] - [E:433| 200]: Train Loss:0.00092562, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:05:51,127 - [INFO] - [E:433| 300]: Train Loss:0.00092591, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:06:54,091 - [INFO] - [E:433| 400]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:07:57,033 - [INFO] - [E:433| 500]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:09:00,050 - [INFO] - [E:433| 600]: Train Loss:0.00092497, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:10:03,072 - [INFO] - [E:433| 700]: Train Loss:0.00092589, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:11:06,071 - [INFO] - [E:433| 800]: Train Loss:0.00092581, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:12:09,060 - [INFO] - [E:433| 900]: Train Loss:0.0009255, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:13:12,058 - [INFO] - [E:433| 1000]: Train Loss:0.00092588, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:14:15,034 - [INFO] - [E:433| 1100]: Train Loss:0.00092581, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:15:18,017 - [INFO] - [E:433| 1200]: Train Loss:0.00092552, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:16:20,984 - [INFO] - [E:433| 1300]: Train Loss:0.0009252, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:17:24,035 - [INFO] - [E:433| 1400]: Train Loss:0.00092488, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:18:26,944 - [INFO] - [E:433| 1500]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:19:29,878 - [INFO] - [E:433| 1600]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:20:11,084 - [INFO] - [Epoch:433]: Training Loss:0.000925 + +2023-05-12 16:20:11,301 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 16:20:32,634 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 16:20:44,986 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 16:21:06,497 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 16:21:18,730 - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.50642, Head : 0.35414, Avg : 0.43028 + +2023-05-12 16:21:18,730 - [INFO] - [Epoch 433]: Training Loss: 0.00092501, Valid MRR: 0.44582, + + + +2023-05-12 16:21:19,373 - [INFO] - [E:434| 0]: Train Loss:0.0009365, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:22:22,322 - [INFO] - [E:434| 100]: Train Loss:0.00092644, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:23:25,249 - [INFO] - [E:434| 200]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:24:28,107 - [INFO] - [E:434| 300]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:25:31,108 - [INFO] - [E:434| 400]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:26:34,036 - [INFO] - [E:434| 500]: Train Loss:0.00092513, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:27:36,963 - [INFO] - [E:434| 600]: Train Loss:0.00092512, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:28:39,947 - [INFO] - [E:434| 700]: Train Loss:0.00092528, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:29:42,897 - [INFO] - [E:434| 800]: Train Loss:0.00092547, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:30:45,852 - [INFO] - [E:434| 900]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:31:48,822 - [INFO] - [E:434| 1000]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:32:51,778 - [INFO] - [E:434| 1100]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:33:54,827 - [INFO] - [E:434| 1200]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:34:57,814 - [INFO] - [E:434| 1300]: Train Loss:0.00092458, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:36:00,786 - [INFO] - [E:434| 1400]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:37:03,789 - [INFO] - [E:434| 1500]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:38:06,784 - [INFO] - [E:434| 1600]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:38:47,915 - [INFO] - [Epoch:434]: Training Loss:0.0009248 + +2023-05-12 16:38:48,130 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 16:39:09,467 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 16:39:21,815 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 16:39:43,307 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 16:39:55,531 - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.5102, Head : 0.36815, Avg : 0.43918 + +2023-05-12 16:39:55,531 - [INFO] - [Epoch 434]: Training Loss: 0.00092482, Valid MRR: 0.44582, + + + +2023-05-12 16:39:56,174 - [INFO] - [E:435| 0]: Train Loss:0.00092862, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:40:59,131 - [INFO] - [E:435| 100]: Train Loss:0.00093051, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:42:02,152 - [INFO] - [E:435| 200]: Train Loss:0.00092636, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:43:05,142 - [INFO] - [E:435| 300]: Train Loss:0.00092555, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:44:08,140 - [INFO] - [E:435| 400]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:45:11,124 - [INFO] - [E:435| 500]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:46:14,100 - [INFO] - [E:435| 600]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:47:17,021 - [INFO] - [E:435| 700]: Train Loss:0.00092432, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:48:20,008 - [INFO] - [E:435| 800]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:49:22,882 - [INFO] - [E:435| 900]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:50:25,907 - [INFO] - [E:435| 1000]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:51:28,869 - [INFO] - [E:435| 1100]: Train Loss:0.00092477, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:52:31,866 - [INFO] - [E:435| 1200]: Train Loss:0.00092474, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:53:34,829 - [INFO] - [E:435| 1300]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:54:37,782 - [INFO] - [E:435| 1400]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:55:40,736 - [INFO] - [E:435| 1500]: Train Loss:0.00092474, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:56:43,703 - [INFO] - [E:435| 1600]: Train Loss:0.00092466, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:57:24,809 - [INFO] - [Epoch:435]: Training Loss:0.0009247 + +2023-05-12 16:57:25,024 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 16:57:46,345 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 16:57:58,705 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 16:58:20,229 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 16:58:32,510 - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.50787, Head : 0.36567, Avg : 0.43677 + +2023-05-12 16:58:32,511 - [INFO] - [Epoch 435]: Training Loss: 0.00092469, Valid MRR: 0.44582, + + + +2023-05-12 16:58:33,161 - [INFO] - [E:436| 0]: Train Loss:0.00091822, Val MRR:0.44582, wikidata12k_1n +2023-05-12 16:59:36,176 - [INFO] - [E:436| 100]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:00:39,122 - [INFO] - [E:436| 200]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:01:42,073 - [INFO] - [E:436| 300]: Train Loss:0.00092436, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:02:45,040 - [INFO] - [E:436| 400]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:03:48,029 - [INFO] - [E:436| 500]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:04:50,988 - [INFO] - [E:436| 600]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:05:53,988 - [INFO] - [E:436| 700]: Train Loss:0.00092456, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:06:57,067 - [INFO] - [E:436| 800]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:08:00,092 - [INFO] - [E:436| 900]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:09:03,019 - [INFO] - [E:436| 1000]: Train Loss:0.00092426, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:10:06,018 - [INFO] - [E:436| 1100]: Train Loss:0.00092436, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:11:09,024 - [INFO] - [E:436| 1200]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:12:12,023 - [INFO] - [E:436| 1300]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:13:15,013 - [INFO] - [E:436| 1400]: Train Loss:0.00092449, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:14:17,973 - [INFO] - [E:436| 1500]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:15:20,995 - [INFO] - [E:436| 1600]: Train Loss:0.00092467, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:16:02,146 - [INFO] - [Epoch:436]: Training Loss:0.0009246 + +2023-05-12 17:16:02,363 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 17:16:23,718 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 17:16:36,088 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 17:16:57,622 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 17:17:09,872 - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.50608, Head : 0.36661, Avg : 0.43634 + +2023-05-12 17:17:09,872 - [INFO] - [Epoch 436]: Training Loss: 0.00092462, Valid MRR: 0.44582, + + + +2023-05-12 17:17:10,518 - [INFO] - [E:437| 0]: Train Loss:0.00094669, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:18:13,518 - [INFO] - [E:437| 100]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:19:16,502 - [INFO] - [E:437| 200]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:20:19,447 - [INFO] - [E:437| 300]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:21:22,420 - [INFO] - [E:437| 400]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:22:25,385 - [INFO] - [E:437| 500]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:23:28,360 - [INFO] - [E:437| 600]: Train Loss:0.0009239, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:24:31,385 - [INFO] - [E:437| 700]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:25:34,353 - [INFO] - [E:437| 800]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:26:37,405 - [INFO] - [E:437| 900]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:27:40,359 - [INFO] - [E:437| 1000]: Train Loss:0.00092356, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:28:43,397 - [INFO] - [E:437| 1100]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:29:46,423 - [INFO] - [E:437| 1200]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:30:49,384 - [INFO] - [E:437| 1300]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:31:52,373 - [INFO] - [E:437| 1400]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:32:55,322 - [INFO] - [E:437| 1500]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:33:58,320 - [INFO] - [E:437| 1600]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:34:39,411 - [INFO] - [Epoch:437]: Training Loss:0.0009245 + +2023-05-12 17:34:39,628 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 17:35:00,970 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 17:35:13,317 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 17:35:34,812 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 17:35:47,038 - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.50788, Head : 0.3541, Avg : 0.43099 + +2023-05-12 17:35:47,038 - [INFO] - [Epoch 437]: Training Loss: 0.00092446, Valid MRR: 0.44582, + + + +2023-05-12 17:35:47,684 - [INFO] - [E:438| 0]: Train Loss:0.0009416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:36:50,567 - [INFO] - [E:438| 100]: Train Loss:0.00092496, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:37:53,488 - [INFO] - [E:438| 200]: Train Loss:0.00092597, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:38:56,441 - [INFO] - [E:438| 300]: Train Loss:0.00092544, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:39:59,440 - [INFO] - [E:438| 400]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:41:02,411 - [INFO] - [E:438| 500]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:42:05,320 - [INFO] - [E:438| 600]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:43:08,290 - [INFO] - [E:438| 700]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:44:11,254 - [INFO] - [E:438| 800]: Train Loss:0.00092369, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:45:14,195 - [INFO] - [E:438| 900]: Train Loss:0.0009239, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:46:17,133 - [INFO] - [E:438| 1000]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:47:20,055 - [INFO] - [E:438| 1100]: Train Loss:0.00092406, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:48:23,012 - [INFO] - [E:438| 1200]: Train Loss:0.00092435, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:49:25,997 - [INFO] - [E:438| 1300]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:50:28,963 - [INFO] - [E:438| 1400]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:51:31,932 - [INFO] - [E:438| 1500]: Train Loss:0.00092451, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:52:34,900 - [INFO] - [E:438| 1600]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:53:16,064 - [INFO] - [Epoch:438]: Training Loss:0.0009244 + +2023-05-12 17:53:16,281 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 17:53:37,601 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 17:53:49,942 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 17:54:11,448 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 17:54:23,670 - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.50873, Head : 0.36947, Avg : 0.4391 + +2023-05-12 17:54:23,670 - [INFO] - [Epoch 438]: Training Loss: 0.00092444, Valid MRR: 0.44582, + + + +2023-05-12 17:54:24,314 - [INFO] - [E:439| 0]: Train Loss:0.00090659, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:55:27,267 - [INFO] - [E:439| 100]: Train Loss:0.00092085, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:56:30,197 - [INFO] - [E:439| 200]: Train Loss:0.0009217, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:57:33,246 - [INFO] - [E:439| 300]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:58:36,183 - [INFO] - [E:439| 400]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-12 17:59:39,192 - [INFO] - [E:439| 500]: Train Loss:0.00092419, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:00:42,108 - [INFO] - [E:439| 600]: Train Loss:0.0009248, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:01:45,034 - [INFO] - [E:439| 700]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:02:47,967 - [INFO] - [E:439| 800]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:03:50,943 - [INFO] - [E:439| 900]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:04:53,876 - [INFO] - [E:439| 1000]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:05:56,945 - [INFO] - [E:439| 1100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:06:59,916 - [INFO] - [E:439| 1200]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:08:02,887 - [INFO] - [E:439| 1300]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:09:05,855 - [INFO] - [E:439| 1400]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:10:08,849 - [INFO] - [E:439| 1500]: Train Loss:0.00092415, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:11:11,822 - [INFO] - [E:439| 1600]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:11:52,971 - [INFO] - [Epoch:439]: Training Loss:0.0009246 + +2023-05-12 18:11:53,187 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 18:12:14,512 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 18:12:26,859 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 18:12:48,355 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 18:13:00,595 - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.50547, Head : 0.36646, Avg : 0.43596 + MR: Tail : 784.88, Head : 956.22, Avg : 870.55 + Hit-1: Tail : 0.42335, Head : 0.2696, Avg : 0.34647 + Hit-3: Tail : 0.55052, Head : 0.4178, Avg : 0.48416 + Hit-10: Tail : 0.65989, Head : 0.55354, Avg : 0.60672 +2023-05-12 18:13:00,595 - [INFO] - [Epoch 439]: Training Loss: 0.00092458, Valid MRR: 0.44582, + + + +2023-05-12 18:13:01,250 - [INFO] - [E:440| 0]: Train Loss:0.0009098, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:14:04,307 - [INFO] - [E:440| 100]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:15:07,300 - [INFO] - [E:440| 200]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:16:10,232 - [INFO] - [E:440| 300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:17:13,081 - [INFO] - [E:440| 400]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:18:15,934 - [INFO] - [E:440| 500]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:19:18,832 - [INFO] - [E:440| 600]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:20:21,765 - [INFO] - [E:440| 700]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:21:24,746 - [INFO] - [E:440| 800]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:22:27,791 - [INFO] - [E:440| 900]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:23:30,779 - [INFO] - [E:440| 1000]: Train Loss:0.00092402, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:24:33,791 - [INFO] - [E:440| 1100]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:25:36,777 - [INFO] - [E:440| 1200]: Train Loss:0.00092511, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:26:39,746 - [INFO] - [E:440| 1300]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:27:42,733 - [INFO] - [E:440| 1400]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:28:45,725 - [INFO] - [E:440| 1500]: Train Loss:0.00092464, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:29:48,669 - [INFO] - [E:440| 1600]: Train Loss:0.00092459, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:30:29,870 - [INFO] - [Epoch:440]: Training Loss:0.0009245 + +2023-05-12 18:30:30,087 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 18:30:51,415 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 18:31:03,765 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 18:31:25,254 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 18:31:37,476 - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.50437, Head : 0.36476, Avg : 0.43456 + +2023-05-12 18:31:37,477 - [INFO] - [Epoch 440]: Training Loss: 0.00092448, Valid MRR: 0.44582, + + + +2023-05-12 18:31:38,121 - [INFO] - [E:441| 0]: Train Loss:0.0009134, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:32:41,078 - [INFO] - [E:441| 100]: Train Loss:0.00092584, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:33:43,949 - [INFO] - [E:441| 200]: Train Loss:0.00092564, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:34:46,884 - [INFO] - [E:441| 300]: Train Loss:0.00092552, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:35:49,806 - [INFO] - [E:441| 400]: Train Loss:0.00092616, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:36:52,622 - [INFO] - [E:441| 500]: Train Loss:0.00092568, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:37:55,538 - [INFO] - [E:441| 600]: Train Loss:0.00092594, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:38:58,587 - [INFO] - [E:441| 700]: Train Loss:0.00092526, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:40:01,518 - [INFO] - [E:441| 800]: Train Loss:0.00092473, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:41:04,482 - [INFO] - [E:441| 900]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:42:07,421 - [INFO] - [E:441| 1000]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:43:10,261 - [INFO] - [E:441| 1100]: Train Loss:0.00092414, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:44:13,093 - [INFO] - [E:441| 1200]: Train Loss:0.0009241, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:45:16,016 - [INFO] - [E:441| 1300]: Train Loss:0.00092415, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:46:18,944 - [INFO] - [E:441| 1400]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:47:21,971 - [INFO] - [E:441| 1500]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:48:24,951 - [INFO] - [E:441| 1600]: Train Loss:0.00092426, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:49:06,107 - [INFO] - [Epoch:441]: Training Loss:0.0009246 + +2023-05-12 18:49:06,323 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 18:49:27,631 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 18:49:39,979 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 18:50:01,487 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 18:50:13,709 - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.50841, Head : 0.37346, Avg : 0.44093 + +2023-05-12 18:50:13,709 - [INFO] - [Epoch 441]: Training Loss: 0.0009246, Valid MRR: 0.44582, + + + +2023-05-12 18:50:14,352 - [INFO] - [E:442| 0]: Train Loss:0.00090866, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:51:17,332 - [INFO] - [E:442| 100]: Train Loss:0.00092838, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:52:20,299 - [INFO] - [E:442| 200]: Train Loss:0.0009262, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:53:23,271 - [INFO] - [E:442| 300]: Train Loss:0.00092596, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:54:26,229 - [INFO] - [E:442| 400]: Train Loss:0.00092511, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:55:29,295 - [INFO] - [E:442| 500]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:56:32,264 - [INFO] - [E:442| 600]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:57:35,178 - [INFO] - [E:442| 700]: Train Loss:0.00092406, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:58:38,105 - [INFO] - [E:442| 800]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n +2023-05-12 18:59:41,110 - [INFO] - [E:442| 900]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:00:44,049 - [INFO] - [E:442| 1000]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:01:46,924 - [INFO] - [E:442| 1100]: Train Loss:0.00092421, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:02:49,876 - [INFO] - [E:442| 1200]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:03:52,924 - [INFO] - [E:442| 1300]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:04:55,850 - [INFO] - [E:442| 1400]: Train Loss:0.00092447, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:05:58,768 - [INFO] - [E:442| 1500]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:07:01,648 - [INFO] - [E:442| 1600]: Train Loss:0.00092432, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:07:42,729 - [INFO] - [Epoch:442]: Training Loss:0.0009244 + +2023-05-12 19:07:42,944 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 19:08:04,253 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 19:08:16,587 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 19:08:38,067 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 19:08:50,281 - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.50722, Head : 0.37426, Avg : 0.44074 + +2023-05-12 19:08:50,281 - [INFO] - [Epoch 442]: Training Loss: 0.00092435, Valid MRR: 0.44582, + + + +2023-05-12 19:08:50,925 - [INFO] - [E:443| 0]: Train Loss:0.00093305, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:09:53,804 - [INFO] - [E:443| 100]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:10:56,758 - [INFO] - [E:443| 200]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:11:59,747 - [INFO] - [E:443| 300]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:13:02,696 - [INFO] - [E:443| 400]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:14:05,660 - [INFO] - [E:443| 500]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:15:08,606 - [INFO] - [E:443| 600]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:16:11,562 - [INFO] - [E:443| 700]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:17:14,490 - [INFO] - [E:443| 800]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:18:17,458 - [INFO] - [E:443| 900]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:19:20,417 - [INFO] - [E:443| 1000]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:20:23,460 - [INFO] - [E:443| 1100]: Train Loss:0.00092335, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:21:26,428 - [INFO] - [E:443| 1200]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:22:29,349 - [INFO] - [E:443| 1300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:23:32,224 - [INFO] - [E:443| 1400]: Train Loss:0.00092393, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:24:35,160 - [INFO] - [E:443| 1500]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:25:38,012 - [INFO] - [E:443| 1600]: Train Loss:0.00092409, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:26:19,165 - [INFO] - [Epoch:443]: Training Loss:0.0009242 + +2023-05-12 19:26:19,381 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 19:26:40,699 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 19:26:53,062 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 19:27:14,558 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 19:27:26,780 - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.50534, Head : 0.37294, Avg : 0.43914 + +2023-05-12 19:27:26,780 - [INFO] - [Epoch 443]: Training Loss: 0.00092423, Valid MRR: 0.44582, + + + +2023-05-12 19:27:27,427 - [INFO] - [E:444| 0]: Train Loss:0.00091111, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:28:30,462 - [INFO] - [E:444| 100]: Train Loss:0.0009222, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:29:33,424 - [INFO] - [E:444| 200]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:30:36,298 - [INFO] - [E:444| 300]: Train Loss:0.00092297, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:31:39,189 - [INFO] - [E:444| 400]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:32:42,048 - [INFO] - [E:444| 500]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:33:44,956 - [INFO] - [E:444| 600]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:34:47,914 - [INFO] - [E:444| 700]: Train Loss:0.00092474, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:35:50,885 - [INFO] - [E:444| 800]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:36:53,951 - [INFO] - [E:444| 900]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:37:56,829 - [INFO] - [E:444| 1000]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:38:59,804 - [INFO] - [E:444| 1100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:40:02,725 - [INFO] - [E:444| 1200]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:41:05,621 - [INFO] - [E:444| 1300]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:42:08,475 - [INFO] - [E:444| 1400]: Train Loss:0.00092465, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:43:11,353 - [INFO] - [E:444| 1500]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:44:14,189 - [INFO] - [E:444| 1600]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:44:55,232 - [INFO] - [Epoch:444]: Training Loss:0.0009243 + +2023-05-12 19:44:55,448 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 19:45:16,792 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 19:45:29,137 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 19:45:50,623 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 19:46:02,833 - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.50855, Head : 0.35327, Avg : 0.43091 + +2023-05-12 19:46:02,834 - [INFO] - [Epoch 444]: Training Loss: 0.00092435, Valid MRR: 0.44582, + + + +2023-05-12 19:46:03,475 - [INFO] - [E:445| 0]: Train Loss:0.00089555, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:47:06,320 - [INFO] - [E:445| 100]: Train Loss:0.00091895, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:48:09,208 - [INFO] - [E:445| 200]: Train Loss:0.00092123, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:49:12,121 - [INFO] - [E:445| 300]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:50:15,081 - [INFO] - [E:445| 400]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:51:18,037 - [INFO] - [E:445| 500]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:52:20,947 - [INFO] - [E:445| 600]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:53:23,880 - [INFO] - [E:445| 700]: Train Loss:0.00092402, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:54:26,883 - [INFO] - [E:445| 800]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:55:29,847 - [INFO] - [E:445| 900]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:56:32,819 - [INFO] - [E:445| 1000]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:57:35,795 - [INFO] - [E:445| 1100]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:58:38,779 - [INFO] - [E:445| 1200]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-12 19:59:41,703 - [INFO] - [E:445| 1300]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:00:44,676 - [INFO] - [E:445| 1400]: Train Loss:0.0009239, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:01:47,597 - [INFO] - [E:445| 1500]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:02:50,588 - [INFO] - [E:445| 1600]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:03:31,723 - [INFO] - [Epoch:445]: Training Loss:0.0009243 + +2023-05-12 20:03:31,939 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 20:03:53,268 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 20:04:05,608 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 20:04:27,091 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 20:04:39,319 - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.50458, Head : 0.37041, Avg : 0.43749 + +2023-05-12 20:04:39,319 - [INFO] - [Epoch 445]: Training Loss: 0.00092435, Valid MRR: 0.44582, + + + +2023-05-12 20:04:39,962 - [INFO] - [E:446| 0]: Train Loss:0.00090626, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:05:42,908 - [INFO] - [E:446| 100]: Train Loss:0.00092563, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:06:45,862 - [INFO] - [E:446| 200]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:07:48,823 - [INFO] - [E:446| 300]: Train Loss:0.00092479, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:08:51,792 - [INFO] - [E:446| 400]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:09:54,764 - [INFO] - [E:446| 500]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:10:57,757 - [INFO] - [E:446| 600]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:12:00,652 - [INFO] - [E:446| 700]: Train Loss:0.00092379, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:13:03,522 - [INFO] - [E:446| 800]: Train Loss:0.00092432, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:14:06,385 - [INFO] - [E:446| 900]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:15:09,308 - [INFO] - [E:446| 1000]: Train Loss:0.00092451, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:16:12,268 - [INFO] - [E:446| 1100]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:17:15,250 - [INFO] - [E:446| 1200]: Train Loss:0.00092419, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:18:18,271 - [INFO] - [E:446| 1300]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:19:21,265 - [INFO] - [E:446| 1400]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:20:24,124 - [INFO] - [E:446| 1500]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:21:26,996 - [INFO] - [E:446| 1600]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:22:08,078 - [INFO] - [Epoch:446]: Training Loss:0.0009244 + +2023-05-12 20:22:08,293 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 20:22:29,600 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 20:22:41,944 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 20:23:03,432 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 20:23:15,645 - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.51181, Head : 0.37159, Avg : 0.4417 + +2023-05-12 20:23:15,645 - [INFO] - [Epoch 446]: Training Loss: 0.00092445, Valid MRR: 0.44582, + + + +2023-05-12 20:23:16,290 - [INFO] - [E:447| 0]: Train Loss:0.00091208, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:24:19,186 - [INFO] - [E:447| 100]: Train Loss:0.00092703, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:25:22,036 - [INFO] - [E:447| 200]: Train Loss:0.00092574, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:26:24,889 - [INFO] - [E:447| 300]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:27:27,878 - [INFO] - [E:447| 400]: Train Loss:0.00092497, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:28:30,837 - [INFO] - [E:447| 500]: Train Loss:0.00092469, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:29:33,785 - [INFO] - [E:447| 600]: Train Loss:0.00092477, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:30:36,739 - [INFO] - [E:447| 700]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:31:39,693 - [INFO] - [E:447| 800]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:32:42,630 - [INFO] - [E:447| 900]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:33:45,456 - [INFO] - [E:447| 1000]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:34:48,334 - [INFO] - [E:447| 1100]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:35:51,318 - [INFO] - [E:447| 1200]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:36:54,283 - [INFO] - [E:447| 1300]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:37:57,243 - [INFO] - [E:447| 1400]: Train Loss:0.00092435, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:39:00,198 - [INFO] - [E:447| 1500]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:40:03,164 - [INFO] - [E:447| 1600]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:40:44,318 - [INFO] - [Epoch:447]: Training Loss:0.0009244 + +2023-05-12 20:40:44,536 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 20:41:05,846 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 20:41:18,195 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 20:41:39,696 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 20:41:51,930 - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.51147, Head : 0.37381, Avg : 0.44264 + +2023-05-12 20:41:51,930 - [INFO] - [Epoch 447]: Training Loss: 0.00092442, Valid MRR: 0.44582, + + + +2023-05-12 20:41:52,572 - [INFO] - [E:448| 0]: Train Loss:0.0009203, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:42:55,542 - [INFO] - [E:448| 100]: Train Loss:0.00092645, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:43:58,524 - [INFO] - [E:448| 200]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:45:01,382 - [INFO] - [E:448| 300]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:46:04,316 - [INFO] - [E:448| 400]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:47:07,212 - [INFO] - [E:448| 500]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:48:10,074 - [INFO] - [E:448| 600]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:49:13,053 - [INFO] - [E:448| 700]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:50:16,020 - [INFO] - [E:448| 800]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:51:18,913 - [INFO] - [E:448| 900]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:52:21,934 - [INFO] - [E:448| 1000]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:53:24,898 - [INFO] - [E:448| 1100]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:54:27,880 - [INFO] - [E:448| 1200]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:55:30,869 - [INFO] - [E:448| 1300]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:56:33,803 - [INFO] - [E:448| 1400]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:57:36,816 - [INFO] - [E:448| 1500]: Train Loss:0.00092426, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:58:39,793 - [INFO] - [E:448| 1600]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-12 20:59:20,935 - [INFO] - [Epoch:448]: Training Loss:0.0009241 + +2023-05-12 20:59:21,154 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 20:59:42,465 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 20:59:54,813 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 21:00:16,376 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 21:00:28,602 - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.50731, Head : 0.36982, Avg : 0.43856 + +2023-05-12 21:00:28,602 - [INFO] - [Epoch 448]: Training Loss: 0.00092413, Valid MRR: 0.44582, + + + +2023-05-12 21:00:29,247 - [INFO] - [E:449| 0]: Train Loss:0.00090366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:01:32,218 - [INFO] - [E:449| 100]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:02:35,186 - [INFO] - [E:449| 200]: Train Loss:0.00092213, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:03:38,167 - [INFO] - [E:449| 300]: Train Loss:0.00092263, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:04:41,135 - [INFO] - [E:449| 400]: Train Loss:0.00092226, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:05:44,096 - [INFO] - [E:449| 500]: Train Loss:0.00092219, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:06:47,020 - [INFO] - [E:449| 600]: Train Loss:0.00092306, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:07:49,966 - [INFO] - [E:449| 700]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:08:53,038 - [INFO] - [E:449| 800]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:09:56,007 - [INFO] - [E:449| 900]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:10:58,975 - [INFO] - [E:449| 1000]: Train Loss:0.00092397, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:12:01,888 - [INFO] - [E:449| 1100]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:13:04,801 - [INFO] - [E:449| 1200]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:14:07,771 - [INFO] - [E:449| 1300]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:15:10,701 - [INFO] - [E:449| 1400]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:16:13,565 - [INFO] - [E:449| 1500]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:17:16,548 - [INFO] - [E:449| 1600]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:17:57,671 - [INFO] - [Epoch:449]: Training Loss:0.0009243 + +2023-05-12 21:17:57,886 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 21:18:19,202 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 21:18:31,552 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 21:18:53,048 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 21:19:05,258 - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.51208, Head : 0.36939, Avg : 0.44073 + MR: Tail : 751.72, Head : 966.15, Avg : 858.93 + Hit-1: Tail : 0.43161, Head : 0.27331, Avg : 0.35246 + Hit-3: Tail : 0.55735, Head : 0.41399, Avg : 0.48567 + Hit-10: Tail : 0.66236, Head : 0.55765, Avg : 0.61001 +2023-05-12 21:19:05,258 - [INFO] - [Epoch 449]: Training Loss: 0.00092426, Valid MRR: 0.44582, + + + +2023-05-12 21:19:05,903 - [INFO] - [E:450| 0]: Train Loss:0.00097672, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:20:08,760 - [INFO] - [E:450| 100]: Train Loss:0.00092271, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:21:11,692 - [INFO] - [E:450| 200]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:22:14,574 - [INFO] - [E:450| 300]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:23:17,452 - [INFO] - [E:450| 400]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:24:20,408 - [INFO] - [E:450| 500]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:25:23,401 - [INFO] - [E:450| 600]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:26:26,316 - [INFO] - [E:450| 700]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:27:29,228 - [INFO] - [E:450| 800]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:28:32,193 - [INFO] - [E:450| 900]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:29:35,111 - [INFO] - [E:450| 1000]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:30:38,050 - [INFO] - [E:450| 1100]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:31:40,977 - [INFO] - [E:450| 1200]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:32:43,803 - [INFO] - [E:450| 1300]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:33:46,810 - [INFO] - [E:450| 1400]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:34:49,688 - [INFO] - [E:450| 1500]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:35:52,633 - [INFO] - [E:450| 1600]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:36:33,771 - [INFO] - [Epoch:450]: Training Loss:0.0009244 + +2023-05-12 21:36:33,986 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 21:36:55,275 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 21:37:07,602 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 21:37:29,047 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 21:37:41,263 - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.50633, Head : 0.37124, Avg : 0.43878 + +2023-05-12 21:37:41,263 - [INFO] - [Epoch 450]: Training Loss: 0.00092437, Valid MRR: 0.44582, + + + +2023-05-12 21:37:41,910 - [INFO] - [E:451| 0]: Train Loss:0.00090954, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:38:44,772 - [INFO] - [E:451| 100]: Train Loss:0.00092088, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:39:47,595 - [INFO] - [E:451| 200]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:40:50,395 - [INFO] - [E:451| 300]: Train Loss:0.00092165, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:41:53,306 - [INFO] - [E:451| 400]: Train Loss:0.00092259, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:42:56,151 - [INFO] - [E:451| 500]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:43:58,986 - [INFO] - [E:451| 600]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:45:01,895 - [INFO] - [E:451| 700]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:46:04,856 - [INFO] - [E:451| 800]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:47:07,818 - [INFO] - [E:451| 900]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:48:10,659 - [INFO] - [E:451| 1000]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:49:13,545 - [INFO] - [E:451| 1100]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:50:16,571 - [INFO] - [E:451| 1200]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:51:19,457 - [INFO] - [E:451| 1300]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:52:22,290 - [INFO] - [E:451| 1400]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:53:25,236 - [INFO] - [E:451| 1500]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:54:28,173 - [INFO] - [E:451| 1600]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:55:09,307 - [INFO] - [Epoch:451]: Training Loss:0.000924 + +2023-05-12 21:55:09,524 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 21:55:30,814 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 21:55:43,157 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 21:56:04,621 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 21:56:16,832 - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.51351, Head : 0.35171, Avg : 0.43261 + +2023-05-12 21:56:16,832 - [INFO] - [Epoch 451]: Training Loss: 0.00092398, Valid MRR: 0.44582, + + + +2023-05-12 21:56:17,482 - [INFO] - [E:452| 0]: Train Loss:0.00092583, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:57:20,389 - [INFO] - [E:452| 100]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:58:23,226 - [INFO] - [E:452| 200]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n +2023-05-12 21:59:26,185 - [INFO] - [E:452| 300]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:00:29,127 - [INFO] - [E:452| 400]: Train Loss:0.00092415, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:01:31,938 - [INFO] - [E:452| 500]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:02:34,723 - [INFO] - [E:452| 600]: Train Loss:0.00092326, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:03:37,495 - [INFO] - [E:452| 700]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:04:40,276 - [INFO] - [E:452| 800]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:05:43,176 - [INFO] - [E:452| 900]: Train Loss:0.00092351, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:06:46,070 - [INFO] - [E:452| 1000]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:07:48,909 - [INFO] - [E:452| 1100]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:08:51,643 - [INFO] - [E:452| 1200]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:09:54,427 - [INFO] - [E:452| 1300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:10:57,259 - [INFO] - [E:452| 1400]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:12:00,108 - [INFO] - [E:452| 1500]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:13:02,987 - [INFO] - [E:452| 1600]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:13:44,057 - [INFO] - [Epoch:452]: Training Loss:0.0009241 + +2023-05-12 22:13:44,272 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 22:14:05,526 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 22:14:17,833 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 22:14:39,280 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 22:14:51,457 - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.51303, Head : 0.35247, Avg : 0.43275 + +2023-05-12 22:14:51,457 - [INFO] - [Epoch 452]: Training Loss: 0.00092412, Valid MRR: 0.44582, + + + +2023-05-12 22:14:52,102 - [INFO] - [E:453| 0]: Train Loss:0.00090646, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:15:55,007 - [INFO] - [E:453| 100]: Train Loss:0.00092212, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:16:57,821 - [INFO] - [E:453| 200]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:18:00,602 - [INFO] - [E:453| 300]: Train Loss:0.00092198, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:19:03,346 - [INFO] - [E:453| 400]: Train Loss:0.0009217, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:20:06,091 - [INFO] - [E:453| 500]: Train Loss:0.00092234, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:21:08,985 - [INFO] - [E:453| 600]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:22:11,917 - [INFO] - [E:453| 700]: Train Loss:0.00092291, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:23:14,791 - [INFO] - [E:453| 800]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:24:17,644 - [INFO] - [E:453| 900]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:25:20,475 - [INFO] - [E:453| 1000]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:26:23,218 - [INFO] - [E:453| 1100]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:27:25,992 - [INFO] - [E:453| 1200]: Train Loss:0.00092421, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:28:28,731 - [INFO] - [E:453| 1300]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:29:31,615 - [INFO] - [E:453| 1400]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:30:34,521 - [INFO] - [E:453| 1500]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:31:37,331 - [INFO] - [E:453| 1600]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:32:18,409 - [INFO] - [Epoch:453]: Training Loss:0.0009241 + +2023-05-12 22:32:18,625 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 22:32:39,883 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 22:32:52,186 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 22:33:13,597 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 22:33:25,774 - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.50822, Head : 0.36626, Avg : 0.43724 + +2023-05-12 22:33:25,774 - [INFO] - [Epoch 453]: Training Loss: 0.00092409, Valid MRR: 0.44582, + + + +2023-05-12 22:33:26,416 - [INFO] - [E:454| 0]: Train Loss:0.00095631, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:34:29,234 - [INFO] - [E:454| 100]: Train Loss:0.00092668, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:35:32,039 - [INFO] - [E:454| 200]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:36:34,794 - [INFO] - [E:454| 300]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:37:37,596 - [INFO] - [E:454| 400]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:38:40,489 - [INFO] - [E:454| 500]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:39:43,330 - [INFO] - [E:454| 600]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:40:46,261 - [INFO] - [E:454| 700]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:41:49,127 - [INFO] - [E:454| 800]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:42:51,885 - [INFO] - [E:454| 900]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:43:54,718 - [INFO] - [E:454| 1000]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:44:57,536 - [INFO] - [E:454| 1100]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:46:00,318 - [INFO] - [E:454| 1200]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:47:03,199 - [INFO] - [E:454| 1300]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:48:05,973 - [INFO] - [E:454| 1400]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:49:08,924 - [INFO] - [E:454| 1500]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:50:11,699 - [INFO] - [E:454| 1600]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:50:52,833 - [INFO] - [Epoch:454]: Training Loss:0.000924 + +2023-05-12 22:50:53,049 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 22:51:14,281 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 22:51:26,582 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 22:51:47,994 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 22:52:00,158 - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.50881, Head : 0.36655, Avg : 0.43768 + +2023-05-12 22:52:00,158 - [INFO] - [Epoch 454]: Training Loss: 0.00092399, Valid MRR: 0.44582, + + + +2023-05-12 22:52:00,801 - [INFO] - [E:455| 0]: Train Loss:0.00089874, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:53:03,632 - [INFO] - [E:455| 100]: Train Loss:0.0009215, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:54:06,458 - [INFO] - [E:455| 200]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:55:09,254 - [INFO] - [E:455| 300]: Train Loss:0.0009221, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:56:12,078 - [INFO] - [E:455| 400]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:57:14,975 - [INFO] - [E:455| 500]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:58:17,752 - [INFO] - [E:455| 600]: Train Loss:0.00092222, Val MRR:0.44582, wikidata12k_1n +2023-05-12 22:59:20,597 - [INFO] - [E:455| 700]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:00:23,373 - [INFO] - [E:455| 800]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:01:26,180 - [INFO] - [E:455| 900]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:02:29,031 - [INFO] - [E:455| 1000]: Train Loss:0.00092304, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:03:31,849 - [INFO] - [E:455| 1100]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:04:34,706 - [INFO] - [E:455| 1200]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:05:37,674 - [INFO] - [E:455| 1300]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:06:40,507 - [INFO] - [E:455| 1400]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:07:43,322 - [INFO] - [E:455| 1500]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:08:46,136 - [INFO] - [E:455| 1600]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:09:27,178 - [INFO] - [Epoch:455]: Training Loss:0.0009238 + +2023-05-12 23:09:27,394 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 23:09:48,617 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 23:10:00,902 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 23:10:22,294 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 23:10:34,478 - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.51398, Head : 0.35715, Avg : 0.43556 + +2023-05-12 23:10:34,478 - [INFO] - [Epoch 455]: Training Loss: 0.00092382, Valid MRR: 0.44582, + + + +2023-05-12 23:10:35,120 - [INFO] - [E:456| 0]: Train Loss:0.00092369, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:11:37,893 - [INFO] - [E:456| 100]: Train Loss:0.00092447, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:12:40,701 - [INFO] - [E:456| 200]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:13:43,601 - [INFO] - [E:456| 300]: Train Loss:0.00092326, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:14:46,366 - [INFO] - [E:456| 400]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:15:49,110 - [INFO] - [E:456| 500]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:16:51,964 - [INFO] - [E:456| 600]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:17:54,791 - [INFO] - [E:456| 700]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:18:57,536 - [INFO] - [E:456| 800]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:20:00,392 - [INFO] - [E:456| 900]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:21:03,263 - [INFO] - [E:456| 1000]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:22:06,158 - [INFO] - [E:456| 1100]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:23:08,996 - [INFO] - [E:456| 1200]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:24:11,798 - [INFO] - [E:456| 1300]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:25:14,651 - [INFO] - [E:456| 1400]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:26:17,495 - [INFO] - [E:456| 1500]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:27:20,358 - [INFO] - [E:456| 1600]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:28:01,395 - [INFO] - [Epoch:456]: Training Loss:0.000924 + +2023-05-12 23:28:01,610 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 23:28:22,853 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 23:28:35,158 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 23:28:56,570 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 23:29:08,747 - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.5101, Head : 0.35472, Avg : 0.43241 + +2023-05-12 23:29:08,747 - [INFO] - [Epoch 456]: Training Loss: 0.000924, Valid MRR: 0.44582, + + + +2023-05-12 23:29:09,389 - [INFO] - [E:457| 0]: Train Loss:0.00093639, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:30:12,285 - [INFO] - [E:457| 100]: Train Loss:0.0009215, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:31:15,131 - [INFO] - [E:457| 200]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:32:17,919 - [INFO] - [E:457| 300]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:33:20,719 - [INFO] - [E:457| 400]: Train Loss:0.00092292, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:34:23,465 - [INFO] - [E:457| 500]: Train Loss:0.00092261, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:35:26,240 - [INFO] - [E:457| 600]: Train Loss:0.00092272, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:36:29,031 - [INFO] - [E:457| 700]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:37:31,851 - [INFO] - [E:457| 800]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:38:34,769 - [INFO] - [E:457| 900]: Train Loss:0.000923, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:39:37,573 - [INFO] - [E:457| 1000]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:40:40,406 - [INFO] - [E:457| 1100]: Train Loss:0.00092325, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:41:43,158 - [INFO] - [E:457| 1200]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:42:45,939 - [INFO] - [E:457| 1300]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:43:48,744 - [INFO] - [E:457| 1400]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:44:51,524 - [INFO] - [E:457| 1500]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:45:54,377 - [INFO] - [E:457| 1600]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:46:35,387 - [INFO] - [Epoch:457]: Training Loss:0.0009239 + +2023-05-12 23:46:35,601 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-12 23:46:56,932 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-12 23:47:09,232 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-12 23:47:30,659 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-12 23:47:42,838 - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.51, Head : 0.30857, Avg : 0.40929 + +2023-05-12 23:47:42,839 - [INFO] - [Epoch 457]: Training Loss: 0.00092389, Valid MRR: 0.44582, + + + +2023-05-12 23:47:43,481 - [INFO] - [E:458| 0]: Train Loss:0.00091906, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:48:46,361 - [INFO] - [E:458| 100]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:49:49,175 - [INFO] - [E:458| 200]: Train Loss:0.00092266, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:50:51,992 - [INFO] - [E:458| 300]: Train Loss:0.00092226, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:51:54,835 - [INFO] - [E:458| 400]: Train Loss:0.00092269, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:52:57,640 - [INFO] - [E:458| 500]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:54:00,462 - [INFO] - [E:458| 600]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:55:03,304 - [INFO] - [E:458| 700]: Train Loss:0.00092356, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:56:06,202 - [INFO] - [E:458| 800]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:57:09,120 - [INFO] - [E:458| 900]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:58:11,994 - [INFO] - [E:458| 1000]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n +2023-05-12 23:59:14,815 - [INFO] - [E:458| 1100]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:00:17,645 - [INFO] - [E:458| 1200]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:01:20,489 - [INFO] - [E:458| 1300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:02:23,301 - [INFO] - [E:458| 1400]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:03:26,121 - [INFO] - [E:458| 1500]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:04:28,893 - [INFO] - [E:458| 1600]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:05:09,882 - [INFO] - [Epoch:458]: Training Loss:0.0009241 + +2023-05-13 00:05:10,096 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 00:05:31,335 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 00:05:43,621 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 00:06:05,009 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 00:06:17,176 - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.50677, Head : 0.35431, Avg : 0.43054 + +2023-05-13 00:06:17,176 - [INFO] - [Epoch 458]: Training Loss: 0.00092406, Valid MRR: 0.44582, + + + +2023-05-13 00:06:17,817 - [INFO] - [E:459| 0]: Train Loss:0.00093029, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:07:20,609 - [INFO] - [E:459| 100]: Train Loss:0.00092101, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:08:23,481 - [INFO] - [E:459| 200]: Train Loss:0.00092264, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:09:26,357 - [INFO] - [E:459| 300]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:10:29,193 - [INFO] - [E:459| 400]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:11:31,893 - [INFO] - [E:459| 500]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:12:34,713 - [INFO] - [E:459| 600]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:13:37,589 - [INFO] - [E:459| 700]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:14:40,429 - [INFO] - [E:459| 800]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:15:43,252 - [INFO] - [E:459| 900]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:16:46,114 - [INFO] - [E:459| 1000]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:17:48,946 - [INFO] - [E:459| 1100]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:18:51,856 - [INFO] - [E:459| 1200]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:19:54,706 - [INFO] - [E:459| 1300]: Train Loss:0.00092429, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:20:57,604 - [INFO] - [E:459| 1400]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:22:00,383 - [INFO] - [E:459| 1500]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:23:03,139 - [INFO] - [E:459| 1600]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:23:44,176 - [INFO] - [Epoch:459]: Training Loss:0.0009238 + +2023-05-13 00:23:44,392 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 00:24:05,622 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 00:24:17,924 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 00:24:39,325 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 00:24:51,497 - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.50949, Head : 0.35785, Avg : 0.43367 + MR: Tail : 759.9, Head : 949.32, Avg : 854.61 + Hit-1: Tail : 0.42943, Head : 0.25292, Avg : 0.34118 + Hit-3: Tail : 0.55409, Head : 0.4187, Avg : 0.48639 + Hit-10: Tail : 0.65954, Head : 0.55587, Avg : 0.6077 +2023-05-13 00:24:51,497 - [INFO] - [Epoch 459]: Training Loss: 0.00092384, Valid MRR: 0.44582, + + + +2023-05-13 00:24:52,139 - [INFO] - [E:460| 0]: Train Loss:0.00090656, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:25:54,956 - [INFO] - [E:460| 100]: Train Loss:0.00092061, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:26:57,712 - [INFO] - [E:460| 200]: Train Loss:0.00092186, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:28:00,440 - [INFO] - [E:460| 300]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:29:03,304 - [INFO] - [E:460| 400]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:30:06,121 - [INFO] - [E:460| 500]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:31:08,853 - [INFO] - [E:460| 600]: Train Loss:0.0009229, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:32:11,599 - [INFO] - [E:460| 700]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:33:14,364 - [INFO] - [E:460| 800]: Train Loss:0.0009228, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:34:17,223 - [INFO] - [E:460| 900]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:35:20,014 - [INFO] - [E:460| 1000]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:36:22,829 - [INFO] - [E:460| 1100]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:37:25,736 - [INFO] - [E:460| 1200]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:38:28,614 - [INFO] - [E:460| 1300]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:39:31,432 - [INFO] - [E:460| 1400]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:40:34,263 - [INFO] - [E:460| 1500]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:41:37,067 - [INFO] - [E:460| 1600]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:42:18,128 - [INFO] - [Epoch:460]: Training Loss:0.0009238 + +2023-05-13 00:42:18,344 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 00:42:39,561 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 00:42:51,838 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 00:43:13,225 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 00:43:25,410 - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.50886, Head : 0.37691, Avg : 0.44289 + +2023-05-13 00:43:25,410 - [INFO] - [Epoch 460]: Training Loss: 0.00092383, Valid MRR: 0.44582, + + + +2023-05-13 00:43:26,051 - [INFO] - [E:461| 0]: Train Loss:0.00090611, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:44:28,891 - [INFO] - [E:461| 100]: Train Loss:0.00092074, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:45:31,765 - [INFO] - [E:461| 200]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:46:34,553 - [INFO] - [E:461| 300]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:47:37,262 - [INFO] - [E:461| 400]: Train Loss:0.0009223, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:48:39,990 - [INFO] - [E:461| 500]: Train Loss:0.00092225, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:49:42,703 - [INFO] - [E:461| 600]: Train Loss:0.00092244, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:50:45,448 - [INFO] - [E:461| 700]: Train Loss:0.00092287, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:51:48,148 - [INFO] - [E:461| 800]: Train Loss:0.0009231, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:52:50,868 - [INFO] - [E:461| 900]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:53:53,676 - [INFO] - [E:461| 1000]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:54:56,367 - [INFO] - [E:461| 1100]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:55:59,102 - [INFO] - [E:461| 1200]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:57:01,779 - [INFO] - [E:461| 1300]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:58:04,479 - [INFO] - [E:461| 1400]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 00:59:07,149 - [INFO] - [E:461| 1500]: Train Loss:0.00092379, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:00:09,871 - [INFO] - [E:461| 1600]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:00:50,835 - [INFO] - [Epoch:461]: Training Loss:0.0009239 + +2023-05-13 01:00:51,049 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 01:01:12,245 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 01:01:24,515 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 01:01:45,969 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 01:01:58,139 - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.50402, Head : 0.3299, Avg : 0.41696 + +2023-05-13 01:01:58,139 - [INFO] - [Epoch 461]: Training Loss: 0.00092394, Valid MRR: 0.44582, + + + +2023-05-13 01:01:58,781 - [INFO] - [E:462| 0]: Train Loss:0.00091428, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:03:01,613 - [INFO] - [E:462| 100]: Train Loss:0.00092054, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:04:04,453 - [INFO] - [E:462| 200]: Train Loss:0.00092167, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:05:07,323 - [INFO] - [E:462| 300]: Train Loss:0.00092224, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:06:10,114 - [INFO] - [E:462| 400]: Train Loss:0.00092197, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:07:12,904 - [INFO] - [E:462| 500]: Train Loss:0.00092207, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:08:15,731 - [INFO] - [E:462| 600]: Train Loss:0.00092253, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:09:18,546 - [INFO] - [E:462| 700]: Train Loss:0.00092242, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:10:21,414 - [INFO] - [E:462| 800]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:11:24,154 - [INFO] - [E:462| 900]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:12:26,861 - [INFO] - [E:462| 1000]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:13:29,591 - [INFO] - [E:462| 1100]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:14:32,358 - [INFO] - [E:462| 1200]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:15:35,081 - [INFO] - [E:462| 1300]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:16:37,781 - [INFO] - [E:462| 1400]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:17:40,489 - [INFO] - [E:462| 1500]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:18:43,295 - [INFO] - [E:462| 1600]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:19:24,279 - [INFO] - [Epoch:462]: Training Loss:0.0009238 + +2023-05-13 01:19:24,493 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 01:19:45,678 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 01:19:57,941 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 01:20:19,306 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 01:20:31,452 - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.50996, Head : 0.35461, Avg : 0.43228 + +2023-05-13 01:20:31,452 - [INFO] - [Epoch 462]: Training Loss: 0.00092382, Valid MRR: 0.44582, + + + +2023-05-13 01:20:32,094 - [INFO] - [E:463| 0]: Train Loss:0.00093063, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:21:34,792 - [INFO] - [E:463| 100]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:22:37,518 - [INFO] - [E:463| 200]: Train Loss:0.00092351, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:23:40,237 - [INFO] - [E:463| 300]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:24:42,925 - [INFO] - [E:463| 400]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:25:45,767 - [INFO] - [E:463| 500]: Train Loss:0.00092363, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:26:48,677 - [INFO] - [E:463| 600]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:27:51,517 - [INFO] - [E:463| 700]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:28:54,319 - [INFO] - [E:463| 800]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:29:57,131 - [INFO] - [E:463| 900]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:30:59,974 - [INFO] - [E:463| 1000]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:32:02,785 - [INFO] - [E:463| 1100]: Train Loss:0.00092318, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:33:05,621 - [INFO] - [E:463| 1200]: Train Loss:0.00092357, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:34:08,435 - [INFO] - [E:463| 1300]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:35:11,361 - [INFO] - [E:463| 1400]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:36:14,083 - [INFO] - [E:463| 1500]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:37:16,902 - [INFO] - [E:463| 1600]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:37:57,953 - [INFO] - [Epoch:463]: Training Loss:0.0009238 + +2023-05-13 01:37:58,168 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 01:38:19,401 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 01:38:31,689 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 01:38:53,078 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 01:39:05,246 - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.51202, Head : 0.36242, Avg : 0.43722 + +2023-05-13 01:39:05,247 - [INFO] - [Epoch 463]: Training Loss: 0.00092385, Valid MRR: 0.44582, + + + +2023-05-13 01:39:05,889 - [INFO] - [E:464| 0]: Train Loss:0.00099721, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:40:08,735 - [INFO] - [E:464| 100]: Train Loss:0.00092855, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:41:11,552 - [INFO] - [E:464| 200]: Train Loss:0.00092561, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:42:14,262 - [INFO] - [E:464| 300]: Train Loss:0.00092581, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:43:17,020 - [INFO] - [E:464| 400]: Train Loss:0.0009259, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:44:19,777 - [INFO] - [E:464| 500]: Train Loss:0.00092552, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:45:22,487 - [INFO] - [E:464| 600]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:46:25,338 - [INFO] - [E:464| 700]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:47:28,126 - [INFO] - [E:464| 800]: Train Loss:0.00092506, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:48:30,855 - [INFO] - [E:464| 900]: Train Loss:0.00092477, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:49:33,578 - [INFO] - [E:464| 1000]: Train Loss:0.00092453, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:50:36,383 - [INFO] - [E:464| 1100]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:51:39,093 - [INFO] - [E:464| 1200]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:52:41,931 - [INFO] - [E:464| 1300]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:53:44,699 - [INFO] - [E:464| 1400]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:54:47,476 - [INFO] - [E:464| 1500]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:55:50,187 - [INFO] - [E:464| 1600]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:56:31,180 - [INFO] - [Epoch:464]: Training Loss:0.0009239 + +2023-05-13 01:56:31,395 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 01:56:52,593 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 01:57:04,865 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 01:57:26,239 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 01:57:38,383 - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.5053, Head : 0.34778, Avg : 0.42654 + +2023-05-13 01:57:38,384 - [INFO] - [Epoch 464]: Training Loss: 0.00092387, Valid MRR: 0.44582, + + + +2023-05-13 01:57:39,026 - [INFO] - [E:465| 0]: Train Loss:0.00091464, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:58:41,830 - [INFO] - [E:465| 100]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n +2023-05-13 01:59:44,653 - [INFO] - [E:465| 200]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:00:47,550 - [INFO] - [E:465| 300]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:01:50,347 - [INFO] - [E:465| 400]: Train Loss:0.00092292, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:02:53,153 - [INFO] - [E:465| 500]: Train Loss:0.00092322, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:03:55,980 - [INFO] - [E:465| 600]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:04:58,792 - [INFO] - [E:465| 700]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:06:01,600 - [INFO] - [E:465| 800]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:07:04,428 - [INFO] - [E:465| 900]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:08:07,260 - [INFO] - [E:465| 1000]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:09:10,099 - [INFO] - [E:465| 1100]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:10:12,836 - [INFO] - [E:465| 1200]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:11:15,520 - [INFO] - [E:465| 1300]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:12:18,275 - [INFO] - [E:465| 1400]: Train Loss:0.00092351, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:13:21,114 - [INFO] - [E:465| 1500]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:14:23,900 - [INFO] - [E:465| 1600]: Train Loss:0.00092363, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:15:04,873 - [INFO] - [Epoch:465]: Training Loss:0.0009237 + +2023-05-13 02:15:05,089 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 02:15:26,287 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 02:15:38,568 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 02:15:59,927 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 02:16:12,088 - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.5084, Head : 0.34414, Avg : 0.42627 + +2023-05-13 02:16:12,088 - [INFO] - [Epoch 465]: Training Loss: 0.00092368, Valid MRR: 0.44582, + + + +2023-05-13 02:16:12,730 - [INFO] - [E:466| 0]: Train Loss:0.00093661, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:17:15,506 - [INFO] - [E:466| 100]: Train Loss:0.00092144, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:18:18,237 - [INFO] - [E:466| 200]: Train Loss:0.00092071, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:19:21,083 - [INFO] - [E:466| 300]: Train Loss:0.00092144, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:20:23,789 - [INFO] - [E:466| 400]: Train Loss:0.00092178, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:21:26,548 - [INFO] - [E:466| 500]: Train Loss:0.00092223, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:22:29,291 - [INFO] - [E:466| 600]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:23:32,069 - [INFO] - [E:466| 700]: Train Loss:0.00092404, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:24:34,900 - [INFO] - [E:466| 800]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:25:37,779 - [INFO] - [E:466| 900]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:26:40,543 - [INFO] - [E:466| 1000]: Train Loss:0.00092414, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:27:43,305 - [INFO] - [E:466| 1100]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:28:46,109 - [INFO] - [E:466| 1200]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:29:48,925 - [INFO] - [E:466| 1300]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:30:51,691 - [INFO] - [E:466| 1400]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:31:54,462 - [INFO] - [E:466| 1500]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:32:57,224 - [INFO] - [E:466| 1600]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:33:38,348 - [INFO] - [Epoch:466]: Training Loss:0.000924 + +2023-05-13 02:33:38,563 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 02:33:59,780 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 02:34:12,083 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 02:34:33,458 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 02:34:45,616 - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.50801, Head : 0.34438, Avg : 0.42619 + +2023-05-13 02:34:45,616 - [INFO] - [Epoch 466]: Training Loss: 0.00092396, Valid MRR: 0.44582, + + + +2023-05-13 02:34:46,257 - [INFO] - [E:467| 0]: Train Loss:0.00091397, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:35:49,043 - [INFO] - [E:467| 100]: Train Loss:0.00092142, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:36:51,819 - [INFO] - [E:467| 200]: Train Loss:0.0009209, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:37:54,546 - [INFO] - [E:467| 300]: Train Loss:0.00092111, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:38:57,275 - [INFO] - [E:467| 400]: Train Loss:0.00092181, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:39:59,985 - [INFO] - [E:467| 500]: Train Loss:0.00092206, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:41:02,713 - [INFO] - [E:467| 600]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:42:05,582 - [INFO] - [E:467| 700]: Train Loss:0.00092314, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:43:08,381 - [INFO] - [E:467| 800]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:44:11,203 - [INFO] - [E:467| 900]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:45:13,936 - [INFO] - [E:467| 1000]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:46:16,654 - [INFO] - [E:467| 1100]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:47:19,412 - [INFO] - [E:467| 1200]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:48:22,256 - [INFO] - [E:467| 1300]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:49:25,065 - [INFO] - [E:467| 1400]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:50:27,933 - [INFO] - [E:467| 1500]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:51:30,685 - [INFO] - [E:467| 1600]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:52:11,698 - [INFO] - [Epoch:467]: Training Loss:0.000924 + +2023-05-13 02:52:11,914 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 02:52:33,133 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 02:52:45,425 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 02:53:06,826 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 02:53:19,002 - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.51144, Head : 0.35691, Avg : 0.43418 + +2023-05-13 02:53:19,002 - [INFO] - [Epoch 467]: Training Loss: 0.00092403, Valid MRR: 0.44582, + + + +2023-05-13 02:53:19,643 - [INFO] - [E:468| 0]: Train Loss:0.00096207, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:54:22,403 - [INFO] - [E:468| 100]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:55:25,137 - [INFO] - [E:468| 200]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:56:27,947 - [INFO] - [E:468| 300]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:57:30,735 - [INFO] - [E:468| 400]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:58:33,608 - [INFO] - [E:468| 500]: Train Loss:0.00092289, Val MRR:0.44582, wikidata12k_1n +2023-05-13 02:59:36,341 - [INFO] - [E:468| 600]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:00:39,117 - [INFO] - [E:468| 700]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:01:41,839 - [INFO] - [E:468| 800]: Train Loss:0.00092369, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:02:44,572 - [INFO] - [E:468| 900]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:03:47,325 - [INFO] - [E:468| 1000]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:04:50,080 - [INFO] - [E:468| 1100]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:05:52,850 - [INFO] - [E:468| 1200]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:06:55,663 - [INFO] - [E:468| 1300]: Train Loss:0.00092361, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:07:58,430 - [INFO] - [E:468| 1400]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:09:01,179 - [INFO] - [E:468| 1500]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:10:04,030 - [INFO] - [E:468| 1600]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:10:45,070 - [INFO] - [Epoch:468]: Training Loss:0.0009237 + +2023-05-13 03:10:45,286 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 03:11:06,547 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 03:11:18,850 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 03:11:40,265 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 03:11:52,453 - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.51003, Head : 0.32859, Avg : 0.41931 + +2023-05-13 03:11:52,453 - [INFO] - [Epoch 468]: Training Loss: 0.00092367, Valid MRR: 0.44582, + + + +2023-05-13 03:11:53,095 - [INFO] - [E:469| 0]: Train Loss:0.00091167, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:12:55,967 - [INFO] - [E:469| 100]: Train Loss:0.00092282, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:13:58,768 - [INFO] - [E:469| 200]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:15:01,559 - [INFO] - [E:469| 300]: Train Loss:0.00092304, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:16:04,438 - [INFO] - [E:469| 400]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:17:07,323 - [INFO] - [E:469| 500]: Train Loss:0.00092302, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:18:10,146 - [INFO] - [E:469| 600]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:19:12,942 - [INFO] - [E:469| 700]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:20:15,793 - [INFO] - [E:469| 800]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:21:18,649 - [INFO] - [E:469| 900]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:22:21,464 - [INFO] - [E:469| 1000]: Train Loss:0.0009233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:23:24,350 - [INFO] - [E:469| 1100]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:24:27,229 - [INFO] - [E:469| 1200]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:25:30,002 - [INFO] - [E:469| 1300]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:26:32,843 - [INFO] - [E:469| 1400]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:27:35,675 - [INFO] - [E:469| 1500]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:28:38,497 - [INFO] - [E:469| 1600]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:29:19,512 - [INFO] - [Epoch:469]: Training Loss:0.0009237 + +2023-05-13 03:29:19,728 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 03:29:40,943 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 03:29:53,231 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 03:30:14,623 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 03:30:26,781 - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.50483, Head : 0.34392, Avg : 0.42437 + MR: Tail : 777.76, Head : 967.07, Avg : 872.42 + Hit-1: Tail : 0.41998, Head : 0.23773, Avg : 0.32885 + Hit-3: Tail : 0.55508, Head : 0.40237, Avg : 0.47872 + Hit-10: Tail : 0.65964, Head : 0.55582, Avg : 0.60773 +2023-05-13 03:30:26,781 - [INFO] - [Epoch 469]: Training Loss: 0.00092373, Valid MRR: 0.44582, + + + +2023-05-13 03:30:27,425 - [INFO] - [E:470| 0]: Train Loss:0.00091701, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:31:30,165 - [INFO] - [E:470| 100]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:32:33,062 - [INFO] - [E:470| 200]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:33:35,884 - [INFO] - [E:470| 300]: Train Loss:0.00092297, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:34:38,645 - [INFO] - [E:470| 400]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:35:41,446 - [INFO] - [E:470| 500]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:36:44,250 - [INFO] - [E:470| 600]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:37:46,974 - [INFO] - [E:470| 700]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:38:49,683 - [INFO] - [E:470| 800]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:39:52,507 - [INFO] - [E:470| 900]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:40:55,473 - [INFO] - [E:470| 1000]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:41:58,349 - [INFO] - [E:470| 1100]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:43:01,096 - [INFO] - [E:470| 1200]: Train Loss:0.00092357, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:44:03,814 - [INFO] - [E:470| 1300]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:45:06,569 - [INFO] - [E:470| 1400]: Train Loss:0.00092379, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:46:09,308 - [INFO] - [E:470| 1500]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:47:12,066 - [INFO] - [E:470| 1600]: Train Loss:0.00092361, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:47:53,060 - [INFO] - [Epoch:470]: Training Loss:0.0009237 + +2023-05-13 03:47:53,276 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 03:48:14,502 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 03:48:26,819 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 03:48:48,242 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 03:49:00,419 - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.50999, Head : 0.31641, Avg : 0.4132 + +2023-05-13 03:49:00,419 - [INFO] - [Epoch 470]: Training Loss: 0.0009237, Valid MRR: 0.44582, + + + +2023-05-13 03:49:01,064 - [INFO] - [E:471| 0]: Train Loss:0.00091161, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:50:03,920 - [INFO] - [E:471| 100]: Train Loss:0.00092201, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:51:06,718 - [INFO] - [E:471| 200]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:52:09,586 - [INFO] - [E:471| 300]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:53:12,458 - [INFO] - [E:471| 400]: Train Loss:0.00092404, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:54:15,218 - [INFO] - [E:471| 500]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:55:17,979 - [INFO] - [E:471| 600]: Train Loss:0.00092449, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:56:20,715 - [INFO] - [E:471| 700]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:57:23,584 - [INFO] - [E:471| 800]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:58:26,444 - [INFO] - [E:471| 900]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n +2023-05-13 03:59:29,314 - [INFO] - [E:471| 1000]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:00:32,153 - [INFO] - [E:471| 1100]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:01:35,015 - [INFO] - [E:471| 1200]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:02:37,781 - [INFO] - [E:471| 1300]: Train Loss:0.00092383, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:03:40,604 - [INFO] - [E:471| 1400]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:04:43,415 - [INFO] - [E:471| 1500]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:05:46,233 - [INFO] - [E:471| 1600]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:06:27,299 - [INFO] - [Epoch:471]: Training Loss:0.0009236 + +2023-05-13 04:06:27,514 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 04:06:48,736 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 04:07:01,044 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 04:07:22,432 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 04:07:34,598 - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.50709, Head : 0.35074, Avg : 0.42892 + +2023-05-13 04:07:34,598 - [INFO] - [Epoch 471]: Training Loss: 0.00092356, Valid MRR: 0.44582, + + + +2023-05-13 04:07:35,239 - [INFO] - [E:472| 0]: Train Loss:0.0009069, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:08:37,990 - [INFO] - [E:472| 100]: Train Loss:0.00092654, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:09:40,771 - [INFO] - [E:472| 200]: Train Loss:0.00092567, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:10:43,602 - [INFO] - [E:472| 300]: Train Loss:0.00092659, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:11:46,480 - [INFO] - [E:472| 400]: Train Loss:0.00092591, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:12:49,267 - [INFO] - [E:472| 500]: Train Loss:0.00092541, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:13:52,079 - [INFO] - [E:472| 600]: Train Loss:0.00092548, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:14:54,926 - [INFO] - [E:472| 700]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:15:57,685 - [INFO] - [E:472| 800]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:17:00,419 - [INFO] - [E:472| 900]: Train Loss:0.00092493, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:18:03,284 - [INFO] - [E:472| 1000]: Train Loss:0.00092436, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:19:06,162 - [INFO] - [E:472| 1100]: Train Loss:0.00092429, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:20:09,016 - [INFO] - [E:472| 1200]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:21:11,863 - [INFO] - [E:472| 1300]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:22:14,739 - [INFO] - [E:472| 1400]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:23:17,652 - [INFO] - [E:472| 1500]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:24:20,494 - [INFO] - [E:472| 1600]: Train Loss:0.00092342, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:25:01,548 - [INFO] - [Epoch:472]: Training Loss:0.0009235 + +2023-05-13 04:25:01,762 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 04:25:22,987 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 04:25:35,279 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 04:25:56,677 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 04:26:08,850 - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.51087, Head : 0.34591, Avg : 0.42839 + +2023-05-13 04:26:08,850 - [INFO] - [Epoch 472]: Training Loss: 0.00092353, Valid MRR: 0.44582, + + + +2023-05-13 04:26:09,492 - [INFO] - [E:473| 0]: Train Loss:0.00093812, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:27:12,345 - [INFO] - [E:473| 100]: Train Loss:0.00092328, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:28:15,171 - [INFO] - [E:473| 200]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:29:17,930 - [INFO] - [E:473| 300]: Train Loss:0.00092261, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:30:20,701 - [INFO] - [E:473| 400]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:31:23,523 - [INFO] - [E:473| 500]: Train Loss:0.00092208, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:32:26,272 - [INFO] - [E:473| 600]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:33:29,076 - [INFO] - [E:473| 700]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:34:31,892 - [INFO] - [E:473| 800]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:35:34,709 - [INFO] - [E:473| 900]: Train Loss:0.00092383, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:36:37,582 - [INFO] - [E:473| 1000]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:37:40,407 - [INFO] - [E:473| 1100]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:38:43,249 - [INFO] - [E:473| 1200]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:39:46,072 - [INFO] - [E:473| 1300]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:40:48,814 - [INFO] - [E:473| 1400]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:41:51,612 - [INFO] - [E:473| 1500]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:42:54,446 - [INFO] - [E:473| 1600]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:43:35,536 - [INFO] - [Epoch:473]: Training Loss:0.0009236 + +2023-05-13 04:43:35,752 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 04:43:57,034 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 04:44:09,343 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 04:44:30,767 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 04:44:42,951 - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.50594, Head : 0.37134, Avg : 0.43864 + +2023-05-13 04:44:42,952 - [INFO] - [Epoch 473]: Training Loss: 0.00092357, Valid MRR: 0.44582, + + + +2023-05-13 04:44:43,594 - [INFO] - [E:474| 0]: Train Loss:0.00090343, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:45:46,446 - [INFO] - [E:474| 100]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:46:49,214 - [INFO] - [E:474| 200]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:47:52,059 - [INFO] - [E:474| 300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:48:54,834 - [INFO] - [E:474| 400]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:49:57,659 - [INFO] - [E:474| 500]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:51:00,532 - [INFO] - [E:474| 600]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:52:03,382 - [INFO] - [E:474| 700]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:53:06,197 - [INFO] - [E:474| 800]: Train Loss:0.00092409, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:54:08,996 - [INFO] - [E:474| 900]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:55:11,787 - [INFO] - [E:474| 1000]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:56:14,712 - [INFO] - [E:474| 1100]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:57:17,471 - [INFO] - [E:474| 1200]: Train Loss:0.0009241, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:58:20,306 - [INFO] - [E:474| 1300]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n +2023-05-13 04:59:23,106 - [INFO] - [E:474| 1400]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:00:25,942 - [INFO] - [E:474| 1500]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:01:28,793 - [INFO] - [E:474| 1600]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:02:09,835 - [INFO] - [Epoch:474]: Training Loss:0.0009236 + +2023-05-13 05:02:10,049 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 05:02:31,282 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 05:02:43,577 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 05:03:05,006 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 05:03:17,183 - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.50497, Head : 0.36425, Avg : 0.43461 + +2023-05-13 05:03:17,183 - [INFO] - [Epoch 474]: Training Loss: 0.00092359, Valid MRR: 0.44582, + + + +2023-05-13 05:03:17,828 - [INFO] - [E:475| 0]: Train Loss:0.00090893, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:04:20,679 - [INFO] - [E:475| 100]: Train Loss:0.00092122, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:05:23,623 - [INFO] - [E:475| 200]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:06:26,484 - [INFO] - [E:475| 300]: Train Loss:0.00092337, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:07:29,368 - [INFO] - [E:475| 400]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:08:32,255 - [INFO] - [E:475| 500]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:09:35,163 - [INFO] - [E:475| 600]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:10:38,025 - [INFO] - [E:475| 700]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:11:40,937 - [INFO] - [E:475| 800]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:12:43,757 - [INFO] - [E:475| 900]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:13:46,648 - [INFO] - [E:475| 1000]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:14:49,527 - [INFO] - [E:475| 1100]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:15:52,360 - [INFO] - [E:475| 1200]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:16:55,187 - [INFO] - [E:475| 1300]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:17:57,988 - [INFO] - [E:475| 1400]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:19:00,759 - [INFO] - [E:475| 1500]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:20:03,537 - [INFO] - [E:475| 1600]: Train Loss:0.00092329, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:20:44,604 - [INFO] - [Epoch:475]: Training Loss:0.0009233 + +2023-05-13 05:20:44,818 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 05:21:06,063 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 05:21:18,395 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 05:21:39,846 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 05:21:52,024 - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.50232, Head : 0.34983, Avg : 0.42607 + +2023-05-13 05:21:52,024 - [INFO] - [Epoch 475]: Training Loss: 0.00092329, Valid MRR: 0.44582, + + + +2023-05-13 05:21:52,668 - [INFO] - [E:476| 0]: Train Loss:0.0009147, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:22:55,434 - [INFO] - [E:476| 100]: Train Loss:0.00092035, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:23:58,186 - [INFO] - [E:476| 200]: Train Loss:0.000922, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:25:01,027 - [INFO] - [E:476| 300]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:26:03,846 - [INFO] - [E:476| 400]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:27:06,620 - [INFO] - [E:476| 500]: Train Loss:0.00092329, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:28:09,465 - [INFO] - [E:476| 600]: Train Loss:0.00092292, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:29:12,341 - [INFO] - [E:476| 700]: Train Loss:0.00092269, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:30:15,267 - [INFO] - [E:476| 800]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:31:18,099 - [INFO] - [E:476| 900]: Train Loss:0.0009229, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:32:20,899 - [INFO] - [E:476| 1000]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:33:23,639 - [INFO] - [E:476| 1100]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:34:26,398 - [INFO] - [E:476| 1200]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:35:29,165 - [INFO] - [E:476| 1300]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:36:32,041 - [INFO] - [E:476| 1400]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:37:34,943 - [INFO] - [E:476| 1500]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:38:37,864 - [INFO] - [E:476| 1600]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:39:18,906 - [INFO] - [Epoch:476]: Training Loss:0.0009235 + +2023-05-13 05:39:19,127 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 05:39:40,378 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 05:39:52,702 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 05:40:14,122 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 05:40:26,314 - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.50731, Head : 0.36962, Avg : 0.43846 + +2023-05-13 05:40:26,314 - [INFO] - [Epoch 476]: Training Loss: 0.00092349, Valid MRR: 0.44582, + + + +2023-05-13 05:40:26,958 - [INFO] - [E:477| 0]: Train Loss:0.00090448, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:41:29,857 - [INFO] - [E:477| 100]: Train Loss:0.00092085, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:42:32,733 - [INFO] - [E:477| 200]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:43:35,531 - [INFO] - [E:477| 300]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:44:38,382 - [INFO] - [E:477| 400]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:45:41,194 - [INFO] - [E:477| 500]: Train Loss:0.00092376, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:46:43,982 - [INFO] - [E:477| 600]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:47:46,883 - [INFO] - [E:477| 700]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:48:49,714 - [INFO] - [E:477| 800]: Train Loss:0.00092337, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:49:52,498 - [INFO] - [E:477| 900]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:50:55,326 - [INFO] - [E:477| 1000]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:51:58,221 - [INFO] - [E:477| 1100]: Train Loss:0.00092298, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:53:01,055 - [INFO] - [E:477| 1200]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:54:03,845 - [INFO] - [E:477| 1300]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:55:06,581 - [INFO] - [E:477| 1400]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:56:09,518 - [INFO] - [E:477| 1500]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:57:12,408 - [INFO] - [E:477| 1600]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n +2023-05-13 05:57:53,464 - [INFO] - [Epoch:477]: Training Loss:0.0009233 + +2023-05-13 05:57:53,680 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 05:58:14,927 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 05:58:27,224 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 05:58:48,756 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 05:59:00,925 - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.50726, Head : 0.36484, Avg : 0.43605 + +2023-05-13 05:59:00,926 - [INFO] - [Epoch 477]: Training Loss: 0.00092333, Valid MRR: 0.44582, + + + +2023-05-13 05:59:01,572 - [INFO] - [E:478| 0]: Train Loss:0.00093076, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:00:04,368 - [INFO] - [E:478| 100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:01:07,150 - [INFO] - [E:478| 200]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:02:10,026 - [INFO] - [E:478| 300]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:03:12,908 - [INFO] - [E:478| 400]: Train Loss:0.00092249, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:04:15,792 - [INFO] - [E:478| 500]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:05:18,644 - [INFO] - [E:478| 600]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:06:21,536 - [INFO] - [E:478| 700]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:07:24,370 - [INFO] - [E:478| 800]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:08:27,216 - [INFO] - [E:478| 900]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:09:30,065 - [INFO] - [E:478| 1000]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:10:32,947 - [INFO] - [E:478| 1100]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:11:35,783 - [INFO] - [E:478| 1200]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:12:38,710 - [INFO] - [E:478| 1300]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:13:41,573 - [INFO] - [E:478| 1400]: Train Loss:0.0009233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:14:44,331 - [INFO] - [E:478| 1500]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:15:47,178 - [INFO] - [E:478| 1600]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:16:28,204 - [INFO] - [Epoch:478]: Training Loss:0.0009234 + +2023-05-13 06:16:28,420 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 06:16:49,678 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 06:17:01,985 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 06:17:23,395 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 06:17:35,576 - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.50885, Head : 0.33884, Avg : 0.42385 + +2023-05-13 06:17:35,576 - [INFO] - [Epoch 478]: Training Loss: 0.00092342, Valid MRR: 0.44582, + + + +2023-05-13 06:17:36,220 - [INFO] - [E:479| 0]: Train Loss:0.00091048, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:18:39,073 - [INFO] - [E:479| 100]: Train Loss:0.00092168, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:19:41,927 - [INFO] - [E:479| 200]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:20:44,820 - [INFO] - [E:479| 300]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:21:47,615 - [INFO] - [E:479| 400]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:22:50,468 - [INFO] - [E:479| 500]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:23:53,310 - [INFO] - [E:479| 600]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:24:56,074 - [INFO] - [E:479| 700]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:25:58,899 - [INFO] - [E:479| 800]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:27:01,714 - [INFO] - [E:479| 900]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:28:04,582 - [INFO] - [E:479| 1000]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:29:07,485 - [INFO] - [E:479| 1100]: Train Loss:0.00092318, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:30:10,294 - [INFO] - [E:479| 1200]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:31:13,233 - [INFO] - [E:479| 1300]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:32:16,128 - [INFO] - [E:479| 1400]: Train Loss:0.00092335, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:33:19,012 - [INFO] - [E:479| 1500]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:34:21,897 - [INFO] - [E:479| 1600]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:35:02,978 - [INFO] - [Epoch:479]: Training Loss:0.0009234 + +2023-05-13 06:35:03,193 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 06:35:24,442 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 06:35:36,745 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 06:35:58,174 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 06:36:10,364 - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.50946, Head : 0.36296, Avg : 0.43621 + MR: Tail : 770.76, Head : 949.91, Avg : 860.33 + Hit-1: Tail : 0.42671, Head : 0.26183, Avg : 0.34427 + Hit-3: Tail : 0.55864, Head : 0.41523, Avg : 0.48694 + Hit-10: Tail : 0.65929, Head : 0.5575, Avg : 0.6084 +2023-05-13 06:36:10,364 - [INFO] - [Epoch 479]: Training Loss: 0.00092344, Valid MRR: 0.44582, + + + +2023-05-13 06:36:11,006 - [INFO] - [E:480| 0]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:37:13,943 - [INFO] - [E:480| 100]: Train Loss:0.00092074, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:38:16,740 - [INFO] - [E:480| 200]: Train Loss:0.00092131, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:39:19,624 - [INFO] - [E:480| 300]: Train Loss:0.00092151, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:40:22,438 - [INFO] - [E:480| 400]: Train Loss:0.00092212, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:41:25,230 - [INFO] - [E:480| 500]: Train Loss:0.00092185, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:42:28,093 - [INFO] - [E:480| 600]: Train Loss:0.00092233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:43:30,992 - [INFO] - [E:480| 700]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:44:33,769 - [INFO] - [E:480| 800]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:45:36,582 - [INFO] - [E:480| 900]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:46:39,517 - [INFO] - [E:480| 1000]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:47:42,348 - [INFO] - [E:480| 1100]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:48:45,133 - [INFO] - [E:480| 1200]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:49:47,975 - [INFO] - [E:480| 1300]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:50:50,796 - [INFO] - [E:480| 1400]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:51:53,622 - [INFO] - [E:480| 1500]: Train Loss:0.0009231, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:52:56,446 - [INFO] - [E:480| 1600]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:53:37,494 - [INFO] - [Epoch:480]: Training Loss:0.0009234 + +2023-05-13 06:53:37,711 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 06:53:58,953 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 06:54:11,257 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 06:54:32,762 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 06:54:44,964 - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.51296, Head : 0.35427, Avg : 0.43361 + +2023-05-13 06:54:44,964 - [INFO] - [Epoch 480]: Training Loss: 0.00092341, Valid MRR: 0.44582, + + + +2023-05-13 06:54:45,607 - [INFO] - [E:481| 0]: Train Loss:0.00091479, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:55:48,504 - [INFO] - [E:481| 100]: Train Loss:0.00092739, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:56:51,274 - [INFO] - [E:481| 200]: Train Loss:0.00092565, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:57:54,050 - [INFO] - [E:481| 300]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:58:56,849 - [INFO] - [E:481| 400]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-13 06:59:59,591 - [INFO] - [E:481| 500]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:01:02,476 - [INFO] - [E:481| 600]: Train Loss:0.00092363, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:02:05,248 - [INFO] - [E:481| 700]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:03:08,124 - [INFO] - [E:481| 800]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:04:10,955 - [INFO] - [E:481| 900]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:05:13,791 - [INFO] - [E:481| 1000]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:06:16,585 - [INFO] - [E:481| 1100]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:07:19,327 - [INFO] - [E:481| 1200]: Train Loss:0.00092397, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:08:22,136 - [INFO] - [E:481| 1300]: Train Loss:0.00092387, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:09:24,970 - [INFO] - [E:481| 1400]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:10:27,838 - [INFO] - [E:481| 1500]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:11:30,742 - [INFO] - [E:481| 1600]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:12:11,835 - [INFO] - [Epoch:481]: Training Loss:0.0009234 + +2023-05-13 07:12:12,050 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 07:12:33,303 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 07:12:45,625 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 07:13:07,053 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 07:13:19,236 - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.50825, Head : 0.36263, Avg : 0.43544 + +2023-05-13 07:13:19,236 - [INFO] - [Epoch 481]: Training Loss: 0.00092343, Valid MRR: 0.44582, + + + +2023-05-13 07:13:19,878 - [INFO] - [E:482| 0]: Train Loss:0.00091324, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:14:22,729 - [INFO] - [E:482| 100]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:15:25,529 - [INFO] - [E:482| 200]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:16:28,418 - [INFO] - [E:482| 300]: Train Loss:0.00092502, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:17:31,236 - [INFO] - [E:482| 400]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:18:34,043 - [INFO] - [E:482| 500]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:19:36,920 - [INFO] - [E:482| 600]: Train Loss:0.00092393, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:20:39,694 - [INFO] - [E:482| 700]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:21:42,439 - [INFO] - [E:482| 800]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:22:45,207 - [INFO] - [E:482| 900]: Train Loss:0.00092314, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:23:48,000 - [INFO] - [E:482| 1000]: Train Loss:0.0009231, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:24:50,861 - [INFO] - [E:482| 1100]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:25:53,766 - [INFO] - [E:482| 1200]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:26:56,647 - [INFO] - [E:482| 1300]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:27:59,591 - [INFO] - [E:482| 1400]: Train Loss:0.00092324, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:29:02,415 - [INFO] - [E:482| 1500]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:30:05,254 - [INFO] - [E:482| 1600]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:30:46,327 - [INFO] - [Epoch:482]: Training Loss:0.0009234 + +2023-05-13 07:30:46,543 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 07:31:07,785 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 07:31:20,088 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 07:31:41,505 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 07:31:53,688 - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.51016, Head : 0.31997, Avg : 0.41506 + +2023-05-13 07:31:53,688 - [INFO] - [Epoch 482]: Training Loss: 0.00092337, Valid MRR: 0.44582, + + + +2023-05-13 07:31:54,329 - [INFO] - [E:483| 0]: Train Loss:0.00091938, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:32:57,151 - [INFO] - [E:483| 100]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:34:00,008 - [INFO] - [E:483| 200]: Train Loss:0.00092571, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:35:02,850 - [INFO] - [E:483| 300]: Train Loss:0.00092361, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:36:05,647 - [INFO] - [E:483| 400]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:37:08,472 - [INFO] - [E:483| 500]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:38:11,259 - [INFO] - [E:483| 600]: Train Loss:0.00092376, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:39:14,109 - [INFO] - [E:483| 700]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:40:17,013 - [INFO] - [E:483| 800]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:41:19,912 - [INFO] - [E:483| 900]: Train Loss:0.00092298, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:42:22,793 - [INFO] - [E:483| 1000]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:43:25,608 - [INFO] - [E:483| 1100]: Train Loss:0.00092272, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:44:28,435 - [INFO] - [E:483| 1200]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:45:31,364 - [INFO] - [E:483| 1300]: Train Loss:0.00092296, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:46:34,155 - [INFO] - [E:483| 1400]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:47:37,029 - [INFO] - [E:483| 1500]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:48:39,837 - [INFO] - [E:483| 1600]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:49:20,934 - [INFO] - [Epoch:483]: Training Loss:0.0009232 + +2023-05-13 07:49:21,150 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 07:49:42,410 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 07:49:54,714 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 07:50:16,119 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 07:50:28,307 - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.50749, Head : 0.36315, Avg : 0.43532 + +2023-05-13 07:50:28,307 - [INFO] - [Epoch 483]: Training Loss: 0.00092323, Valid MRR: 0.44582, + + + +2023-05-13 07:50:28,950 - [INFO] - [E:484| 0]: Train Loss:0.0009276, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:51:31,827 - [INFO] - [E:484| 100]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:52:34,606 - [INFO] - [E:484| 200]: Train Loss:0.0009211, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:53:37,418 - [INFO] - [E:484| 300]: Train Loss:0.0009218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:54:40,268 - [INFO] - [E:484| 400]: Train Loss:0.00092187, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:55:43,069 - [INFO] - [E:484| 500]: Train Loss:0.00092291, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:56:45,828 - [INFO] - [E:484| 600]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:57:48,699 - [INFO] - [E:484| 700]: Train Loss:0.00092263, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:58:51,536 - [INFO] - [E:484| 800]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n +2023-05-13 07:59:54,349 - [INFO] - [E:484| 900]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:00:57,155 - [INFO] - [E:484| 1000]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:02:00,081 - [INFO] - [E:484| 1100]: Train Loss:0.0009228, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:03:02,925 - [INFO] - [E:484| 1200]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:04:05,740 - [INFO] - [E:484| 1300]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:05:08,510 - [INFO] - [E:484| 1400]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:06:11,312 - [INFO] - [E:484| 1500]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:07:14,056 - [INFO] - [E:484| 1600]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:07:55,041 - [INFO] - [Epoch:484]: Training Loss:0.0009231 + +2023-05-13 08:07:55,257 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 08:08:16,482 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 08:08:28,773 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 08:08:50,184 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 08:09:02,362 - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.50549, Head : 0.36644, Avg : 0.43596 + +2023-05-13 08:09:02,363 - [INFO] - [Epoch 484]: Training Loss: 0.00092313, Valid MRR: 0.44582, + + + +2023-05-13 08:09:03,003 - [INFO] - [E:485| 0]: Train Loss:0.00091905, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:10:05,889 - [INFO] - [E:485| 100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:11:08,698 - [INFO] - [E:485| 200]: Train Loss:0.00092341, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:12:11,626 - [INFO] - [E:485| 300]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:13:14,499 - [INFO] - [E:485| 400]: Train Loss:0.00092167, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:14:17,345 - [INFO] - [E:485| 500]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:15:20,159 - [INFO] - [E:485| 600]: Train Loss:0.00092244, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:16:22,937 - [INFO] - [E:485| 700]: Train Loss:0.00092226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:17:25,718 - [INFO] - [E:485| 800]: Train Loss:0.00092215, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:18:28,578 - [INFO] - [E:485| 900]: Train Loss:0.00092202, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:19:31,385 - [INFO] - [E:485| 1000]: Train Loss:0.0009223, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:20:34,221 - [INFO] - [E:485| 1100]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:21:36,994 - [INFO] - [E:485| 1200]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:22:39,766 - [INFO] - [E:485| 1300]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:23:42,568 - [INFO] - [E:485| 1400]: Train Loss:0.00092261, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:24:45,371 - [INFO] - [E:485| 1500]: Train Loss:0.00092246, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:25:48,160 - [INFO] - [E:485| 1600]: Train Loss:0.0009229, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:26:29,329 - [INFO] - [Epoch:485]: Training Loss:0.000923 + +2023-05-13 08:26:29,544 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 08:26:50,791 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 08:27:03,092 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 08:27:24,510 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 08:27:36,696 - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.51122, Head : 0.36322, Avg : 0.43722 + +2023-05-13 08:27:36,696 - [INFO] - [Epoch 485]: Training Loss: 0.00092302, Valid MRR: 0.44582, + + + +2023-05-13 08:27:37,338 - [INFO] - [E:486| 0]: Train Loss:0.00091833, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:28:40,146 - [INFO] - [E:486| 100]: Train Loss:0.00092198, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:29:42,988 - [INFO] - [E:486| 200]: Train Loss:0.00092284, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:30:45,772 - [INFO] - [E:486| 300]: Train Loss:0.000923, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:31:48,622 - [INFO] - [E:486| 400]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:32:51,386 - [INFO] - [E:486| 500]: Train Loss:0.00092414, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:33:54,140 - [INFO] - [E:486| 600]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:34:56,883 - [INFO] - [E:486| 700]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:35:59,841 - [INFO] - [E:486| 800]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:37:02,683 - [INFO] - [E:486| 900]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:38:05,511 - [INFO] - [E:486| 1000]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:39:08,371 - [INFO] - [E:486| 1100]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:40:11,129 - [INFO] - [E:486| 1200]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:41:13,956 - [INFO] - [E:486| 1300]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:42:16,834 - [INFO] - [E:486| 1400]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:43:19,682 - [INFO] - [E:486| 1500]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:44:22,535 - [INFO] - [E:486| 1600]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:45:03,622 - [INFO] - [Epoch:486]: Training Loss:0.0009234 + +2023-05-13 08:45:03,838 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 08:45:25,102 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 08:45:37,410 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 08:45:58,831 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 08:46:11,016 - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.51483, Head : 0.36115, Avg : 0.43799 + +2023-05-13 08:46:11,016 - [INFO] - [Epoch 486]: Training Loss: 0.00092341, Valid MRR: 0.44582, + + + +2023-05-13 08:46:11,659 - [INFO] - [E:487| 0]: Train Loss:0.00093012, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:47:14,524 - [INFO] - [E:487| 100]: Train Loss:0.00092559, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:48:17,343 - [INFO] - [E:487| 200]: Train Loss:0.00092529, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:49:20,150 - [INFO] - [E:487| 300]: Train Loss:0.00092582, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:50:22,941 - [INFO] - [E:487| 400]: Train Loss:0.00092528, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:51:25,811 - [INFO] - [E:487| 500]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:52:28,648 - [INFO] - [E:487| 600]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:53:31,423 - [INFO] - [E:487| 700]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:54:34,192 - [INFO] - [E:487| 800]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:55:36,943 - [INFO] - [E:487| 900]: Train Loss:0.00092335, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:56:39,708 - [INFO] - [E:487| 1000]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:57:42,488 - [INFO] - [E:487| 1100]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:58:45,404 - [INFO] - [E:487| 1200]: Train Loss:0.00092325, Val MRR:0.44582, wikidata12k_1n +2023-05-13 08:59:48,227 - [INFO] - [E:487| 1300]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:00:51,128 - [INFO] - [E:487| 1400]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:01:53,967 - [INFO] - [E:487| 1500]: Train Loss:0.0009233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:02:56,762 - [INFO] - [E:487| 1600]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:03:37,788 - [INFO] - [Epoch:487]: Training Loss:0.0009232 + +2023-05-13 09:03:38,003 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 09:03:59,238 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 09:04:11,539 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 09:04:32,957 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 09:04:45,127 - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.50932, Head : 0.36084, Avg : 0.43508 + +2023-05-13 09:04:45,127 - [INFO] - [Epoch 487]: Training Loss: 0.00092324, Valid MRR: 0.44582, + + + +2023-05-13 09:04:45,770 - [INFO] - [E:488| 0]: Train Loss:0.00091852, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:05:48,549 - [INFO] - [E:488| 100]: Train Loss:0.00091901, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:06:51,327 - [INFO] - [E:488| 200]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:07:54,140 - [INFO] - [E:488| 300]: Train Loss:0.00092241, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:08:57,038 - [INFO] - [E:488| 400]: Train Loss:0.00092256, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:09:59,884 - [INFO] - [E:488| 500]: Train Loss:0.00092225, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:11:02,752 - [INFO] - [E:488| 600]: Train Loss:0.00092264, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:12:05,554 - [INFO] - [E:488| 700]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:13:08,346 - [INFO] - [E:488| 800]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:14:11,135 - [INFO] - [E:488| 900]: Train Loss:0.00092282, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:15:13,916 - [INFO] - [E:488| 1000]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:16:16,684 - [INFO] - [E:488| 1100]: Train Loss:0.00092329, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:17:19,579 - [INFO] - [E:488| 1200]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:18:22,384 - [INFO] - [E:488| 1300]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:19:25,147 - [INFO] - [E:488| 1400]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:20:27,946 - [INFO] - [E:488| 1500]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:21:30,744 - [INFO] - [E:488| 1600]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:22:11,736 - [INFO] - [Epoch:488]: Training Loss:0.000923 + +2023-05-13 09:22:11,952 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 09:22:33,203 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 09:22:45,491 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 09:23:06,885 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 09:23:19,048 - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.50981, Head : 0.35596, Avg : 0.43288 + +2023-05-13 09:23:19,048 - [INFO] - [Epoch 488]: Training Loss: 0.00092303, Valid MRR: 0.44582, + + + +2023-05-13 09:23:19,689 - [INFO] - [E:489| 0]: Train Loss:0.00091014, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:24:22,491 - [INFO] - [E:489| 100]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:25:25,292 - [INFO] - [E:489| 200]: Train Loss:0.00092204, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:26:28,150 - [INFO] - [E:489| 300]: Train Loss:0.00092146, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:27:30,934 - [INFO] - [E:489| 400]: Train Loss:0.00092179, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:28:33,677 - [INFO] - [E:489| 500]: Train Loss:0.00092196, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:29:36,487 - [INFO] - [E:489| 600]: Train Loss:0.00092216, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:30:39,247 - [INFO] - [E:489| 700]: Train Loss:0.00092211, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:31:42,051 - [INFO] - [E:489| 800]: Train Loss:0.00092219, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:32:44,797 - [INFO] - [E:489| 900]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:33:47,550 - [INFO] - [E:489| 1000]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:34:50,497 - [INFO] - [E:489| 1100]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:35:53,459 - [INFO] - [E:489| 1200]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:36:56,321 - [INFO] - [E:489| 1300]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:37:59,174 - [INFO] - [E:489| 1400]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:39:02,033 - [INFO] - [E:489| 1500]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:40:04,788 - [INFO] - [E:489| 1600]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:40:45,840 - [INFO] - [Epoch:489]: Training Loss:0.0009231 + +2023-05-13 09:40:46,056 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 09:41:07,286 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 09:41:19,584 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 09:41:40,996 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 09:41:53,171 - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.51102, Head : 0.36482, Avg : 0.43792 + MR: Tail : 785.7, Head : 997.24, Avg : 891.47 + Hit-1: Tail : 0.42914, Head : 0.26405, Avg : 0.3466 + Hit-3: Tail : 0.55923, Head : 0.42251, Avg : 0.49087 + Hit-10: Tail : 0.65781, Head : 0.55419, Avg : 0.606 +2023-05-13 09:41:53,171 - [INFO] - [Epoch 489]: Training Loss: 0.00092306, Valid MRR: 0.44582, + + + +2023-05-13 09:41:53,815 - [INFO] - [E:490| 0]: Train Loss:0.00094782, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:42:56,785 - [INFO] - [E:490| 100]: Train Loss:0.00091826, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:43:59,632 - [INFO] - [E:490| 200]: Train Loss:0.00092037, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:45:02,526 - [INFO] - [E:490| 300]: Train Loss:0.00092132, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:46:05,366 - [INFO] - [E:490| 400]: Train Loss:0.00092175, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:47:08,200 - [INFO] - [E:490| 500]: Train Loss:0.00092176, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:48:11,028 - [INFO] - [E:490| 600]: Train Loss:0.00092182, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:49:13,870 - [INFO] - [E:490| 700]: Train Loss:0.00092196, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:50:16,641 - [INFO] - [E:490| 800]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:51:19,482 - [INFO] - [E:490| 900]: Train Loss:0.00092256, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:52:22,263 - [INFO] - [E:490| 1000]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:53:25,114 - [INFO] - [E:490| 1100]: Train Loss:0.0009227, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:54:27,960 - [INFO] - [E:490| 1200]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:55:30,829 - [INFO] - [E:490| 1300]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:56:33,610 - [INFO] - [E:490| 1400]: Train Loss:0.00092249, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:57:36,510 - [INFO] - [E:490| 1500]: Train Loss:0.00092242, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:58:39,322 - [INFO] - [E:490| 1600]: Train Loss:0.00092271, Val MRR:0.44582, wikidata12k_1n +2023-05-13 09:59:20,396 - [INFO] - [Epoch:490]: Training Loss:0.0009228 + +2023-05-13 09:59:20,617 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 09:59:41,881 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 09:59:54,172 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 10:00:15,566 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 10:00:27,748 - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.50901, Head : 0.37202, Avg : 0.44051 + +2023-05-13 10:00:27,748 - [INFO] - [Epoch 490]: Training Loss: 0.00092276, Valid MRR: 0.44582, + + + +2023-05-13 10:00:28,389 - [INFO] - [E:491| 0]: Train Loss:0.00092912, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:01:31,290 - [INFO] - [E:491| 100]: Train Loss:0.00091996, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:02:34,039 - [INFO] - [E:491| 200]: Train Loss:0.000922, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:03:36,852 - [INFO] - [E:491| 300]: Train Loss:0.00092253, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:04:39,612 - [INFO] - [E:491| 400]: Train Loss:0.00092263, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:05:42,467 - [INFO] - [E:491| 500]: Train Loss:0.00092267, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:06:45,359 - [INFO] - [E:491| 600]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:07:48,273 - [INFO] - [E:491| 700]: Train Loss:0.00092233, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:08:51,047 - [INFO] - [E:491| 800]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:09:53,994 - [INFO] - [E:491| 900]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:10:56,860 - [INFO] - [E:491| 1000]: Train Loss:0.00092284, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:11:59,765 - [INFO] - [E:491| 1100]: Train Loss:0.0009227, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:13:02,617 - [INFO] - [E:491| 1200]: Train Loss:0.00092306, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:14:05,429 - [INFO] - [E:491| 1300]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:15:08,192 - [INFO] - [E:491| 1400]: Train Loss:0.00092311, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:16:11,136 - [INFO] - [E:491| 1500]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:17:14,019 - [INFO] - [E:491| 1600]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:17:55,058 - [INFO] - [Epoch:491]: Training Loss:0.0009229 + +2023-05-13 10:17:55,272 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 10:18:16,536 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 10:18:28,843 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 10:18:50,255 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 10:19:02,433 - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.51097, Head : 0.36326, Avg : 0.43711 + +2023-05-13 10:19:02,433 - [INFO] - [Epoch 491]: Training Loss: 0.00092291, Valid MRR: 0.44582, + + + +2023-05-13 10:19:03,074 - [INFO] - [E:492| 0]: Train Loss:0.00093946, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:20:05,942 - [INFO] - [E:492| 100]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:21:08,806 - [INFO] - [E:492| 200]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:22:11,614 - [INFO] - [E:492| 300]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:23:14,363 - [INFO] - [E:492| 400]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:24:17,144 - [INFO] - [E:492| 500]: Train Loss:0.00092291, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:25:20,082 - [INFO] - [E:492| 600]: Train Loss:0.00092311, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:26:22,946 - [INFO] - [E:492| 700]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:27:25,774 - [INFO] - [E:492| 800]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:28:28,601 - [INFO] - [E:492| 900]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:29:31,371 - [INFO] - [E:492| 1000]: Train Loss:0.00092273, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:30:34,159 - [INFO] - [E:492| 1100]: Train Loss:0.00092269, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:31:36,963 - [INFO] - [E:492| 1200]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:32:39,745 - [INFO] - [E:492| 1300]: Train Loss:0.00092278, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:33:42,691 - [INFO] - [E:492| 1400]: Train Loss:0.00092277, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:34:45,435 - [INFO] - [E:492| 1500]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:35:48,196 - [INFO] - [E:492| 1600]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:36:29,210 - [INFO] - [Epoch:492]: Training Loss:0.0009229 + +2023-05-13 10:36:29,426 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 10:36:50,659 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 10:37:02,950 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 10:37:24,357 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 10:37:36,526 - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.50513, Head : 0.35161, Avg : 0.42837 + +2023-05-13 10:37:36,526 - [INFO] - [Epoch 492]: Training Loss: 0.00092288, Valid MRR: 0.44582, + + + +2023-05-13 10:37:37,169 - [INFO] - [E:493| 0]: Train Loss:0.00091567, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:38:39,970 - [INFO] - [E:493| 100]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:39:42,841 - [INFO] - [E:493| 200]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:40:45,596 - [INFO] - [E:493| 300]: Train Loss:0.00092473, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:41:48,411 - [INFO] - [E:493| 400]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:42:51,209 - [INFO] - [E:493| 500]: Train Loss:0.00092446, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:43:54,086 - [INFO] - [E:493| 600]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:44:56,895 - [INFO] - [E:493| 700]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:45:59,769 - [INFO] - [E:493| 800]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:47:02,550 - [INFO] - [E:493| 900]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:48:05,273 - [INFO] - [E:493| 1000]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:49:08,181 - [INFO] - [E:493| 1100]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:50:11,108 - [INFO] - [E:493| 1200]: Train Loss:0.00092268, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:51:13,920 - [INFO] - [E:493| 1300]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:52:16,691 - [INFO] - [E:493| 1400]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:53:19,477 - [INFO] - [E:493| 1500]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:54:22,295 - [INFO] - [E:493| 1600]: Train Loss:0.00092268, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:55:03,345 - [INFO] - [Epoch:493]: Training Loss:0.0009227 + +2023-05-13 10:55:03,560 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 10:55:24,801 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 10:55:37,106 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 10:55:58,506 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 10:56:10,673 - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.51147, Head : 0.34952, Avg : 0.4305 + +2023-05-13 10:56:10,674 - [INFO] - [Epoch 493]: Training Loss: 0.00092273, Valid MRR: 0.44582, + + + +2023-05-13 10:56:11,317 - [INFO] - [E:494| 0]: Train Loss:0.00093459, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:57:14,060 - [INFO] - [E:494| 100]: Train Loss:0.00092337, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:58:16,961 - [INFO] - [E:494| 200]: Train Loss:0.00092298, Val MRR:0.44582, wikidata12k_1n +2023-05-13 10:59:19,770 - [INFO] - [E:494| 300]: Train Loss:0.00092252, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:00:22,548 - [INFO] - [E:494| 400]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:01:25,287 - [INFO] - [E:494| 500]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:02:28,082 - [INFO] - [E:494| 600]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:03:30,964 - [INFO] - [E:494| 700]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:04:33,850 - [INFO] - [E:494| 800]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:05:36,642 - [INFO] - [E:494| 900]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:06:39,509 - [INFO] - [E:494| 1000]: Train Loss:0.00092324, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:07:42,376 - [INFO] - [E:494| 1100]: Train Loss:0.00092322, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:08:45,171 - [INFO] - [E:494| 1200]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:09:47,938 - [INFO] - [E:494| 1300]: Train Loss:0.00092342, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:10:50,675 - [INFO] - [E:494| 1400]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:11:53,545 - [INFO] - [E:494| 1500]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:12:56,323 - [INFO] - [E:494| 1600]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:13:37,353 - [INFO] - [Epoch:494]: Training Loss:0.000923 + +2023-05-13 11:13:37,568 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 11:13:58,794 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 11:14:11,089 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 11:14:32,506 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 11:14:44,747 - [INFO] - [Evaluating Epoch 494 valid]: + MRR: Tail : 0.50407, Head : 0.369, Avg : 0.43653 + +2023-05-13 11:14:44,747 - [INFO] - [Epoch 494]: Training Loss: 0.00092296, Valid MRR: 0.44582, + + + +2023-05-13 11:14:45,391 - [INFO] - [E:495| 0]: Train Loss:0.00094224, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:15:48,205 - [INFO] - [E:495| 100]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:16:50,943 - [INFO] - [E:495| 200]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:17:53,787 - [INFO] - [E:495| 300]: Train Loss:0.00092356, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:18:56,635 - [INFO] - [E:495| 400]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:19:59,418 - [INFO] - [E:495| 500]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:21:02,148 - [INFO] - [E:495| 600]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:22:04,889 - [INFO] - [E:495| 700]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:23:07,756 - [INFO] - [E:495| 800]: Train Loss:0.00092238, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:24:10,529 - [INFO] - [E:495| 900]: Train Loss:0.00092232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:25:13,286 - [INFO] - [E:495| 1000]: Train Loss:0.00092221, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:26:16,025 - [INFO] - [E:495| 1100]: Train Loss:0.00092241, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:27:18,865 - [INFO] - [E:495| 1200]: Train Loss:0.00092271, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:28:21,728 - [INFO] - [E:495| 1300]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:29:24,580 - [INFO] - [E:495| 1400]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:30:27,412 - [INFO] - [E:495| 1500]: Train Loss:0.000923, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:31:30,199 - [INFO] - [E:495| 1600]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:32:11,226 - [INFO] - [Epoch:495]: Training Loss:0.0009229 + +2023-05-13 11:32:11,441 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 11:32:32,677 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 11:32:44,972 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 11:33:06,361 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 11:33:18,537 - [INFO] - [Evaluating Epoch 495 valid]: + MRR: Tail : 0.51173, Head : 0.3685, Avg : 0.44011 + +2023-05-13 11:33:18,537 - [INFO] - [Epoch 495]: Training Loss: 0.00092289, Valid MRR: 0.44582, + + + +2023-05-13 11:33:19,178 - [INFO] - [E:496| 0]: Train Loss:0.00091507, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:34:21,934 - [INFO] - [E:496| 100]: Train Loss:0.0009222, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:35:24,672 - [INFO] - [E:496| 200]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:36:27,424 - [INFO] - [E:496| 300]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:37:30,189 - [INFO] - [E:496| 400]: Train Loss:0.00092236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:38:32,935 - [INFO] - [E:496| 500]: Train Loss:0.00092187, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:39:35,703 - [INFO] - [E:496| 600]: Train Loss:0.00092197, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:40:38,557 - [INFO] - [E:496| 700]: Train Loss:0.00092187, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:41:41,431 - [INFO] - [E:496| 800]: Train Loss:0.00092194, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:42:44,323 - [INFO] - [E:496| 900]: Train Loss:0.00092219, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:43:47,100 - [INFO] - [E:496| 1000]: Train Loss:0.00092239, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:44:49,978 - [INFO] - [E:496| 1100]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:45:52,820 - [INFO] - [E:496| 1200]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:46:55,583 - [INFO] - [E:496| 1300]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:47:58,435 - [INFO] - [E:496| 1400]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:49:01,268 - [INFO] - [E:496| 1500]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:50:03,979 - [INFO] - [E:496| 1600]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:50:44,974 - [INFO] - [Epoch:496]: Training Loss:0.000923 + +2023-05-13 11:50:45,189 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 11:51:06,429 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 11:51:18,741 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 11:51:40,145 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 11:51:52,317 - [INFO] - [Evaluating Epoch 496 valid]: + MRR: Tail : 0.50322, Head : 0.36223, Avg : 0.43272 + +2023-05-13 11:51:52,317 - [INFO] - [Epoch 496]: Training Loss: 0.00092297, Valid MRR: 0.44582, + + + +2023-05-13 11:51:52,961 - [INFO] - [E:497| 0]: Train Loss:0.00092103, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:52:55,803 - [INFO] - [E:497| 100]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:53:58,683 - [INFO] - [E:497| 200]: Train Loss:0.00092249, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:55:01,450 - [INFO] - [E:497| 300]: Train Loss:0.00092443, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:56:04,209 - [INFO] - [E:497| 400]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:57:07,094 - [INFO] - [E:497| 500]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:58:09,912 - [INFO] - [E:497| 600]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n +2023-05-13 11:59:12,692 - [INFO] - [E:497| 700]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:00:15,452 - [INFO] - [E:497| 800]: Train Loss:0.00092273, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:01:18,303 - [INFO] - [E:497| 900]: Train Loss:0.0009228, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:02:21,130 - [INFO] - [E:497| 1000]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:03:23,990 - [INFO] - [E:497| 1100]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:04:26,776 - [INFO] - [E:497| 1200]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:05:29,616 - [INFO] - [E:497| 1300]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:06:32,408 - [INFO] - [E:497| 1400]: Train Loss:0.00092277, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:07:35,198 - [INFO] - [E:497| 1500]: Train Loss:0.00092284, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:08:38,077 - [INFO] - [E:497| 1600]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:09:19,157 - [INFO] - [Epoch:497]: Training Loss:0.0009227 + +2023-05-13 12:09:19,372 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 12:09:40,623 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 12:09:52,928 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 12:10:14,362 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 12:10:26,544 - [INFO] - [Evaluating Epoch 497 valid]: + MRR: Tail : 0.51003, Head : 0.36733, Avg : 0.43868 + +2023-05-13 12:10:26,545 - [INFO] - [Epoch 497]: Training Loss: 0.00092269, Valid MRR: 0.44582, + + + +2023-05-13 12:10:27,188 - [INFO] - [E:498| 0]: Train Loss:0.00091831, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:11:30,078 - [INFO] - [E:498| 100]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:12:32,982 - [INFO] - [E:498| 200]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:13:35,868 - [INFO] - [E:498| 300]: Train Loss:0.00092302, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:14:38,673 - [INFO] - [E:498| 400]: Train Loss:0.00092244, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:15:41,460 - [INFO] - [E:498| 500]: Train Loss:0.00092199, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:16:44,293 - [INFO] - [E:498| 600]: Train Loss:0.0009227, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:17:47,161 - [INFO] - [E:498| 700]: Train Loss:0.00092228, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:18:49,920 - [INFO] - [E:498| 800]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:19:52,693 - [INFO] - [E:498| 900]: Train Loss:0.00092215, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:20:55,497 - [INFO] - [E:498| 1000]: Train Loss:0.00092178, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:21:58,449 - [INFO] - [E:498| 1100]: Train Loss:0.0009221, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:23:01,345 - [INFO] - [E:498| 1200]: Train Loss:0.00092229, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:24:04,246 - [INFO] - [E:498| 1300]: Train Loss:0.00092252, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:25:07,142 - [INFO] - [E:498| 1400]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:26:10,051 - [INFO] - [E:498| 1500]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:27:12,839 - [INFO] - [E:498| 1600]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:27:53,849 - [INFO] - [Epoch:498]: Training Loss:0.0009227 + +2023-05-13 12:27:54,065 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 12:28:15,306 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 12:28:27,598 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 12:28:48,992 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 12:29:01,162 - [INFO] - [Evaluating Epoch 498 valid]: + MRR: Tail : 0.51124, Head : 0.3748, Avg : 0.44302 + +2023-05-13 12:29:01,162 - [INFO] - [Epoch 498]: Training Loss: 0.00092266, Valid MRR: 0.44582, + + + +2023-05-13 12:29:01,803 - [INFO] - [E:499| 0]: Train Loss:0.00093173, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:30:04,612 - [INFO] - [E:499| 100]: Train Loss:0.00092141, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:31:07,478 - [INFO] - [E:499| 200]: Train Loss:0.00092093, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:32:10,327 - [INFO] - [E:499| 300]: Train Loss:0.00092143, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:33:13,132 - [INFO] - [E:499| 400]: Train Loss:0.00092205, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:34:15,973 - [INFO] - [E:499| 500]: Train Loss:0.00092221, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:35:18,796 - [INFO] - [E:499| 600]: Train Loss:0.00092155, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:36:21,641 - [INFO] - [E:499| 700]: Train Loss:0.00092196, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:37:24,481 - [INFO] - [E:499| 800]: Train Loss:0.00092206, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:38:27,457 - [INFO] - [E:499| 900]: Train Loss:0.0009219, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:39:30,298 - [INFO] - [E:499| 1000]: Train Loss:0.00092194, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:40:33,124 - [INFO] - [E:499| 1100]: Train Loss:0.00092236, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:41:35,962 - [INFO] - [E:499| 1200]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:42:38,857 - [INFO] - [E:499| 1300]: Train Loss:0.00092306, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:43:41,601 - [INFO] - [E:499| 1400]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:44:44,459 - [INFO] - [E:499| 1500]: Train Loss:0.00092289, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:45:47,322 - [INFO] - [E:499| 1600]: Train Loss:0.00092278, Val MRR:0.44582, wikidata12k_1n +2023-05-13 12:46:28,358 - [INFO] - [Epoch:499]: Training Loss:0.0009226 + +2023-05-13 12:46:28,573 - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 12:46:49,883 - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 12:47:02,198 - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n +2023-05-13 12:47:23,618 - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n +2023-05-13 12:47:35,794 - [INFO] - [Evaluating Epoch 499 valid]: + MRR: Tail : 0.50779, Head : 0.35847, Avg : 0.43313 + MR: Tail : 739.7, Head : 984.67, Avg : 862.19 + Hit-1: Tail : 0.42295, Head : 0.26425, Avg : 0.3436 + Hit-3: Tail : 0.56082, Head : 0.40707, Avg : 0.48394 + Hit-10: Tail : 0.66004, Head : 0.54716, Avg : 0.6036 +2023-05-13 12:47:35,794 - [INFO] - [Epoch 499]: Training Loss: 0.00092265, Valid MRR: 0.44582, + + + +2023-05-13 12:47:35,794 - [INFO] - Loading best model, evaluating on test data +2023-05-13 12:47:37,133 - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n +2023-05-13 12:47:58,383 - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n +2023-05-13 12:48:09,136 - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n +2023-05-13 12:48:30,564 - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n +2023-05-13 12:48:41,175 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.47018, Head : 0.32985, Avg : 0.40002 + MR: Tail : 928.72, Head : 985.27, Avg : 957.0 + Hit-1: Tail : 0.3814, Head : 0.23896, Avg : 0.31018 + Hit-3: Tail : 0.52644, Head : 0.36942, Avg : 0.44793 + Hit-10: Tail : 0.62794, Head : 0.5145, Avg : 0.57122 +main.py:414: UserWarning: where received a uint8 condition tensor. This behavior is deprecated and will be removed in a future version of PyTorch. Use a boolean condition instead. (Triggered internally at ../aten/src/ATen/native/TensorCompare.cpp:402.) + pred = torch.where(label.byte(), torch.zeros_like(pred), pred) diff --git a/yago11k.out b/yago11k.out new file mode 100644 index 0000000..b3e0cbe --- /dev/null +++ b/yago11k.out @@ -0,0 +1,9207 @@ +nohup: ignoring input +2023-05-07 11:04:26,457 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False} +{'batch_size': 128, + 'bias': False, + 'config_dir': './config/', + 'dataset': 'yago11k', + 'drop': 0.0, + 'drop_path': 0.0, + 'embed_dim': 400, + 'ent_vec_dim': 400, + 'expansion_factor': 4, + 'expansion_factor_token': 0.5, + 'feat_drop': 0.2, + 'filt_h': 1, + 'filt_w': 9, + 'form': 'plain', + 'gpu': '3', + 'hid_drop': 0.5, + 'image_h': 128, + 'image_w': 128, + 'in_channels': 1, + 'inp_drop': 0.2, + 'k_h': 20, + 'k_w': 10, + 'ker_sz': 9, + 'l2': 0.0, + 'lbl_smooth': 0.1, + 'log_dir': './log/', + 'lr': 0.0001, + 'max_epochs': 500, + 'mixer_depth': 16, + 'mixer_dim': 256, + 'mixer_dropout': 0.2, + 'name': 'yago11k', + 'neg_num': 1000, + 'num_filt': 96, + 'num_workers': 0, + 'opt': 'adam', + 'out_channels': 32, + 'patch_size': 8, + 'perm': 1, + 'rel_vec_dim': 400, + 'restore': False, + 'seed': 42, + 'test_only': False, + 'train_strategy': 'one_to_n'} +2023-05-07 11:04:34,858 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k +2023-05-07 11:06:18,572 - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k +2023-05-07 11:07:58,619 - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k +2023-05-07 11:09:34,014 - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k +2023-05-07 11:11:17,658 - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k +2023-05-07 11:13:00,933 - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k +2023-05-07 11:14:43,404 - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k +2023-05-07 11:14:43,404 - [INFO] - [Epoch:0]: Training Loss:0.1014 + +2023-05-07 11:14:43,854 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:15:04,525 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:15:25,678 - [INFO] - [Evaluating Epoch 0 valid]: + MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857 + +2023-05-07 11:15:26,584 - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857, + + + +2023-05-07 11:15:27,998 - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k +2023-05-07 11:17:00,743 - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k +2023-05-07 11:18:43,373 - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k +2023-05-07 11:20:26,361 - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k +2023-05-07 11:22:09,937 - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k +2023-05-07 11:23:52,642 - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k +2023-05-07 11:25:27,557 - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k +2023-05-07 11:25:27,557 - [INFO] - [Epoch:1]: Training Loss:0.008455 + +2023-05-07 11:25:27,780 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:25:44,421 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:26:04,998 - [INFO] - [Evaluating Epoch 1 valid]: + MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637 + +2023-05-07 11:26:05,930 - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637, + + + +2023-05-07 11:26:07,286 - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k +2023-05-07 11:27:48,943 - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k +2023-05-07 11:29:32,305 - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k +2023-05-07 11:31:15,396 - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k +2023-05-07 11:32:58,534 - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k +2023-05-07 11:34:31,642 - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k +2023-05-07 11:36:14,421 - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k +2023-05-07 11:36:14,422 - [INFO] - [Epoch:2]: Training Loss:0.00419 + +2023-05-07 11:36:14,899 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:36:35,815 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:36:57,446 - [INFO] - [Evaluating Epoch 2 valid]: + MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714 + +2023-05-07 11:36:58,433 - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714, + + + +2023-05-07 11:36:59,816 - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k +2023-05-07 11:38:43,039 - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k +2023-05-07 11:40:26,791 - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k +2023-05-07 11:42:10,149 - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k +2023-05-07 11:43:42,877 - [INFO] - [E:3| 400]: Train Loss:0.0031191, Val MRR:0.03714, yago11k +2023-05-07 11:45:28,055 - [INFO] - [E:3| 500]: Train Loss:0.00306, Val MRR:0.03714, yago11k +2023-05-07 11:47:10,715 - [INFO] - [E:3| 600]: Train Loss:0.0030103, Val MRR:0.03714, yago11k +2023-05-07 11:47:10,715 - [INFO] - [Epoch:3]: Training Loss:0.00301 + +2023-05-07 11:47:11,000 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:47:32,098 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:47:53,195 - [INFO] - [Evaluating Epoch 3 valid]: + MRR: Tail : 0.06552, Head : 0.00061, Avg : 0.03306 + +2023-05-07 11:47:53,195 - [INFO] - [Epoch 3]: Training Loss: 0.0030103, Valid MRR: 0.03714, + + + +2023-05-07 11:47:54,373 - [INFO] - [E:4| 0]: Train Loss:0.0026698, Val MRR:0.03714, yago11k +2023-05-07 11:49:37,580 - [INFO] - [E:4| 100]: Train Loss:0.0026825, Val MRR:0.03714, yago11k +2023-05-07 11:51:16,921 - [INFO] - [E:4| 200]: Train Loss:0.0026365, Val MRR:0.03714, yago11k +2023-05-07 11:52:53,430 - [INFO] - [E:4| 300]: Train Loss:0.0026079, Val MRR:0.03714, yago11k +2023-05-07 11:54:37,325 - [INFO] - [E:4| 400]: Train Loss:0.002583, Val MRR:0.03714, yago11k +2023-05-07 11:56:20,606 - [INFO] - [E:4| 500]: Train Loss:0.0025611, Val MRR:0.03714, yago11k +2023-05-07 11:58:03,807 - [INFO] - [E:4| 600]: Train Loss:0.0025447, Val MRR:0.03714, yago11k +2023-05-07 11:58:03,808 - [INFO] - [Epoch:4]: Training Loss:0.002545 + +2023-05-07 11:58:04,149 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 11:58:25,040 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 11:58:46,611 - [INFO] - [Evaluating Epoch 4 valid]: + MRR: Tail : 0.07528, Head : 0.00075, Avg : 0.03802 + +2023-05-07 11:58:47,559 - [INFO] - [Epoch 4]: Training Loss: 0.0025447, Valid MRR: 0.03802, + + + +2023-05-07 11:58:48,759 - [INFO] - [E:5| 0]: Train Loss:0.0023094, Val MRR:0.03802, yago11k +2023-05-07 12:00:22,480 - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.03802, yago11k +2023-05-07 12:02:06,448 - [INFO] - [E:5| 200]: Train Loss:0.0023851, Val MRR:0.03802, yago11k +2023-05-07 12:03:50,611 - [INFO] - [E:5| 300]: Train Loss:0.0023725, Val MRR:0.03802, yago11k +2023-05-07 12:05:33,997 - [INFO] - [E:5| 400]: Train Loss:0.0023596, Val MRR:0.03802, yago11k +2023-05-07 12:07:17,367 - [INFO] - [E:5| 500]: Train Loss:0.0023456, Val MRR:0.03802, yago11k +2023-05-07 12:08:50,085 - [INFO] - [E:5| 600]: Train Loss:0.0023323, Val MRR:0.03802, yago11k +2023-05-07 12:08:50,085 - [INFO] - [Epoch:5]: Training Loss:0.002332 + +2023-05-07 12:08:50,433 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:09:11,714 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:09:32,908 - [INFO] - [Evaluating Epoch 5 valid]: + MRR: Tail : 0.07903, Head : 0.00081, Avg : 0.03992 + +2023-05-07 12:09:33,906 - [INFO] - [Epoch 5]: Training Loss: 0.0023323, Valid MRR: 0.03992, + + + +2023-05-07 12:09:35,155 - [INFO] - [E:6| 0]: Train Loss:0.0025447, Val MRR:0.03992, yago11k +2023-05-07 12:11:18,793 - [INFO] - [E:6| 100]: Train Loss:0.0022506, Val MRR:0.03992, yago11k +2023-05-07 12:13:03,018 - [INFO] - [E:6| 200]: Train Loss:0.0022383, Val MRR:0.03992, yago11k +2023-05-07 12:14:47,423 - [INFO] - [E:6| 300]: Train Loss:0.0022347, Val MRR:0.03992, yago11k +2023-05-07 12:16:30,756 - [INFO] - [E:6| 400]: Train Loss:0.0022311, Val MRR:0.03992, yago11k +2023-05-07 12:18:03,809 - [INFO] - [E:6| 500]: Train Loss:0.0022302, Val MRR:0.03992, yago11k +2023-05-07 12:19:46,810 - [INFO] - [E:6| 600]: Train Loss:0.0022295, Val MRR:0.03992, yago11k +2023-05-07 12:19:46,810 - [INFO] - [Epoch:6]: Training Loss:0.00223 + +2023-05-07 12:19:47,323 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:20:08,340 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:20:29,581 - [INFO] - [Evaluating Epoch 6 valid]: + MRR: Tail : 0.07508, Head : 0.00092, Avg : 0.038 + +2023-05-07 12:20:29,581 - [INFO] - [Epoch 6]: Training Loss: 0.0022295, Valid MRR: 0.03992, + + + +2023-05-07 12:20:30,753 - [INFO] - [E:7| 0]: Train Loss:0.0021228, Val MRR:0.03992, yago11k +2023-05-07 12:22:14,227 - [INFO] - [E:7| 100]: Train Loss:0.0021803, Val MRR:0.03992, yago11k +2023-05-07 12:23:57,110 - [INFO] - [E:7| 200]: Train Loss:0.0021782, Val MRR:0.03992, yago11k +2023-05-07 12:25:40,142 - [INFO] - [E:7| 300]: Train Loss:0.0021829, Val MRR:0.03992, yago11k +2023-05-07 12:27:13,167 - [INFO] - [E:7| 400]: Train Loss:0.0021847, Val MRR:0.03992, yago11k +2023-05-07 12:28:57,284 - [INFO] - [E:7| 500]: Train Loss:0.0021826, Val MRR:0.03992, yago11k +2023-05-07 12:30:40,411 - [INFO] - [E:7| 600]: Train Loss:0.0021781, Val MRR:0.03992, yago11k +2023-05-07 12:30:40,412 - [INFO] - [Epoch:7]: Training Loss:0.002178 + +2023-05-07 12:30:40,903 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:31:01,733 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:31:22,845 - [INFO] - [Evaluating Epoch 7 valid]: + MRR: Tail : 0.07258, Head : 0.00096, Avg : 0.03677 + +2023-05-07 12:31:22,845 - [INFO] - [Epoch 7]: Training Loss: 0.0021781, Valid MRR: 0.03992, + + + +2023-05-07 12:31:24,022 - [INFO] - [E:8| 0]: Train Loss:0.0022541, Val MRR:0.03992, yago11k +2023-05-07 12:33:09,689 - [INFO] - [E:8| 100]: Train Loss:0.0021498, Val MRR:0.03992, yago11k +2023-05-07 12:34:47,196 - [INFO] - [E:8| 200]: Train Loss:0.0021634, Val MRR:0.03992, yago11k +2023-05-07 12:36:26,152 - [INFO] - [E:8| 300]: Train Loss:0.002157, Val MRR:0.03992, yago11k +2023-05-07 12:38:09,885 - [INFO] - [E:8| 400]: Train Loss:0.0021542, Val MRR:0.03992, yago11k +2023-05-07 12:39:53,806 - [INFO] - [E:8| 500]: Train Loss:0.0021538, Val MRR:0.03992, yago11k +2023-05-07 12:41:36,781 - [INFO] - [E:8| 600]: Train Loss:0.0021537, Val MRR:0.03992, yago11k +2023-05-07 12:41:36,782 - [INFO] - [Epoch:8]: Training Loss:0.002154 + +2023-05-07 12:41:37,127 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:41:58,499 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:42:19,977 - [INFO] - [Evaluating Epoch 8 valid]: + MRR: Tail : 0.08409, Head : 0.00115, Avg : 0.04262 + +2023-05-07 12:42:20,927 - [INFO] - [Epoch 8]: Training Loss: 0.0021537, Valid MRR: 0.04262, + + + +2023-05-07 12:42:22,118 - [INFO] - [E:9| 0]: Train Loss:0.0021061, Val MRR:0.04262, yago11k +2023-05-07 12:43:55,742 - [INFO] - [E:9| 100]: Train Loss:0.0021548, Val MRR:0.04262, yago11k +2023-05-07 12:45:39,639 - [INFO] - [E:9| 200]: Train Loss:0.0021475, Val MRR:0.04262, yago11k +2023-05-07 12:47:23,401 - [INFO] - [E:9| 300]: Train Loss:0.0021463, Val MRR:0.04262, yago11k +2023-05-07 12:49:06,802 - [INFO] - [E:9| 400]: Train Loss:0.0021434, Val MRR:0.04262, yago11k +2023-05-07 12:50:50,991 - [INFO] - [E:9| 500]: Train Loss:0.0021417, Val MRR:0.04262, yago11k +2023-05-07 12:52:23,935 - [INFO] - [E:9| 600]: Train Loss:0.0021408, Val MRR:0.04262, yago11k +2023-05-07 12:52:23,936 - [INFO] - [Epoch:9]: Training Loss:0.002141 + +2023-05-07 12:52:24,197 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 12:52:45,197 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 12:53:06,106 - [INFO] - [Evaluating Epoch 9 valid]: + MRR: Tail : 0.09668, Head : 0.00141, Avg : 0.04905 + MR: Tail : 2236.6, Head : 3426.5, Avg : 2831.5 + Hit-1: Tail : 0.05765, Head : 0.0, Avg : 0.02883 + Hit-3: Tail : 0.09489, Head : 0.0, Avg : 0.04744 + Hit-10: Tail : 0.17644, Head : 0.0, Avg : 0.08822 +2023-05-07 12:53:07,045 - [INFO] - [Epoch 9]: Training Loss: 0.0021408, Valid MRR: 0.04905, + + + +2023-05-07 12:53:08,250 - [INFO] - [E:10| 0]: Train Loss:0.0020497, Val MRR:0.04905, yago11k +2023-05-07 12:54:51,547 - [INFO] - [E:10| 100]: Train Loss:0.0021407, Val MRR:0.04905, yago11k +2023-05-07 12:56:34,570 - [INFO] - [E:10| 200]: Train Loss:0.0021328, Val MRR:0.04905, yago11k +2023-05-07 12:58:16,104 - [INFO] - [E:10| 300]: Train Loss:0.0021293, Val MRR:0.04905, yago11k +2023-05-07 12:59:58,819 - [INFO] - [E:10| 400]: Train Loss:0.0021279, Val MRR:0.04905, yago11k +2023-05-07 13:01:31,389 - [INFO] - [E:10| 500]: Train Loss:0.0021285, Val MRR:0.04905, yago11k +2023-05-07 13:03:14,608 - [INFO] - [E:10| 600]: Train Loss:0.0021274, Val MRR:0.04905, yago11k +2023-05-07 13:03:14,608 - [INFO] - [Epoch:10]: Training Loss:0.002127 + +2023-05-07 13:03:14,870 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:03:36,166 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:03:56,997 - [INFO] - [Evaluating Epoch 10 valid]: + MRR: Tail : 0.11586, Head : 0.00281, Avg : 0.05934 + +2023-05-07 13:03:57,964 - [INFO] - [Epoch 10]: Training Loss: 0.0021274, Valid MRR: 0.05934, + + + +2023-05-07 13:03:59,135 - [INFO] - [E:11| 0]: Train Loss:0.0021802, Val MRR:0.05934, yago11k +2023-05-07 13:05:43,564 - [INFO] - [E:11| 100]: Train Loss:0.0021032, Val MRR:0.05934, yago11k +2023-05-07 13:07:28,013 - [INFO] - [E:11| 200]: Train Loss:0.0021092, Val MRR:0.05934, yago11k +2023-05-07 13:09:08,858 - [INFO] - [E:11| 300]: Train Loss:0.0021084, Val MRR:0.05934, yago11k +2023-05-07 13:10:45,338 - [INFO] - [E:11| 400]: Train Loss:0.0021039, Val MRR:0.05934, yago11k +2023-05-07 13:12:29,317 - [INFO] - [E:11| 500]: Train Loss:0.0020986, Val MRR:0.05934, yago11k +2023-05-07 13:14:12,714 - [INFO] - [E:11| 600]: Train Loss:0.0020981, Val MRR:0.05934, yago11k +2023-05-07 13:14:12,714 - [INFO] - [Epoch:11]: Training Loss:0.002098 + +2023-05-07 13:14:13,234 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:14:34,443 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:14:55,796 - [INFO] - [Evaluating Epoch 11 valid]: + MRR: Tail : 0.12964, Head : 0.00329, Avg : 0.06647 + +2023-05-07 13:14:56,754 - [INFO] - [Epoch 11]: Training Loss: 0.0020981, Valid MRR: 0.06647, + + + +2023-05-07 13:14:57,979 - [INFO] - [E:12| 0]: Train Loss:0.0019769, Val MRR:0.06647, yago11k +2023-05-07 13:16:41,898 - [INFO] - [E:12| 100]: Train Loss:0.0020848, Val MRR:0.06647, yago11k +2023-05-07 13:18:15,554 - [INFO] - [E:12| 200]: Train Loss:0.0020907, Val MRR:0.06647, yago11k +2023-05-07 13:19:59,980 - [INFO] - [E:12| 300]: Train Loss:0.0020877, Val MRR:0.06647, yago11k +2023-05-07 13:21:45,453 - [INFO] - [E:12| 400]: Train Loss:0.0020815, Val MRR:0.06647, yago11k +2023-05-07 13:23:28,362 - [INFO] - [E:12| 500]: Train Loss:0.0020756, Val MRR:0.06647, yago11k +2023-05-07 13:25:11,167 - [INFO] - [E:12| 600]: Train Loss:0.0020709, Val MRR:0.06647, yago11k +2023-05-07 13:25:11,167 - [INFO] - [Epoch:12]: Training Loss:0.002071 + +2023-05-07 13:25:11,563 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:25:32,611 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:25:54,215 - [INFO] - [Evaluating Epoch 12 valid]: + MRR: Tail : 0.13661, Head : 0.00381, Avg : 0.07021 + +2023-05-07 13:25:55,178 - [INFO] - [Epoch 12]: Training Loss: 0.0020709, Valid MRR: 0.07021, + + + +2023-05-07 13:25:56,401 - [INFO] - [E:13| 0]: Train Loss:0.0019609, Val MRR:0.07021, yago11k +2023-05-07 13:27:29,239 - [INFO] - [E:13| 100]: Train Loss:0.0020649, Val MRR:0.07021, yago11k +2023-05-07 13:29:12,507 - [INFO] - [E:13| 200]: Train Loss:0.0020542, Val MRR:0.07021, yago11k +2023-05-07 13:30:56,470 - [INFO] - [E:13| 300]: Train Loss:0.0020535, Val MRR:0.07021, yago11k +2023-05-07 13:32:40,492 - [INFO] - [E:13| 400]: Train Loss:0.0020522, Val MRR:0.07021, yago11k +2023-05-07 13:34:23,586 - [INFO] - [E:13| 500]: Train Loss:0.0020507, Val MRR:0.07021, yago11k +2023-05-07 13:35:55,505 - [INFO] - [E:13| 600]: Train Loss:0.0020487, Val MRR:0.07021, yago11k +2023-05-07 13:35:55,505 - [INFO] - [Epoch:13]: Training Loss:0.002049 + +2023-05-07 13:35:56,014 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:36:16,864 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:36:37,929 - [INFO] - [Evaluating Epoch 13 valid]: + MRR: Tail : 0.15179, Head : 0.00401, Avg : 0.0779 + +2023-05-07 13:36:38,960 - [INFO] - [Epoch 13]: Training Loss: 0.0020487, Valid MRR: 0.0779, + + + +2023-05-07 13:36:40,386 - [INFO] - [E:14| 0]: Train Loss:0.0021393, Val MRR:0.0779, yago11k +2023-05-07 13:38:23,408 - [INFO] - [E:14| 100]: Train Loss:0.0020289, Val MRR:0.0779, yago11k +2023-05-07 13:40:06,665 - [INFO] - [E:14| 200]: Train Loss:0.0020338, Val MRR:0.0779, yago11k +2023-05-07 13:41:49,561 - [INFO] - [E:14| 300]: Train Loss:0.0020335, Val MRR:0.0779, yago11k +2023-05-07 13:43:32,988 - [INFO] - [E:14| 400]: Train Loss:0.002032, Val MRR:0.0779, yago11k +2023-05-07 13:45:06,393 - [INFO] - [E:14| 500]: Train Loss:0.0020268, Val MRR:0.0779, yago11k +2023-05-07 13:46:49,198 - [INFO] - [E:14| 600]: Train Loss:0.0020298, Val MRR:0.0779, yago11k +2023-05-07 13:46:49,198 - [INFO] - [Epoch:14]: Training Loss:0.00203 + +2023-05-07 13:46:49,461 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:47:10,210 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:47:31,425 - [INFO] - [Evaluating Epoch 14 valid]: + MRR: Tail : 0.15848, Head : 0.00509, Avg : 0.08179 + +2023-05-07 13:47:32,397 - [INFO] - [Epoch 14]: Training Loss: 0.0020298, Valid MRR: 0.08179, + + + +2023-05-07 13:47:33,634 - [INFO] - [E:15| 0]: Train Loss:0.0019829, Val MRR:0.08179, yago11k +2023-05-07 13:49:17,446 - [INFO] - [E:15| 100]: Train Loss:0.0020135, Val MRR:0.08179, yago11k +2023-05-07 13:51:01,599 - [INFO] - [E:15| 200]: Train Loss:0.0020075, Val MRR:0.08179, yago11k +2023-05-07 13:52:39,140 - [INFO] - [E:15| 300]: Train Loss:0.0020119, Val MRR:0.08179, yago11k +2023-05-07 13:54:19,498 - [INFO] - [E:15| 400]: Train Loss:0.00201, Val MRR:0.08179, yago11k +2023-05-07 13:56:04,222 - [INFO] - [E:15| 500]: Train Loss:0.0020078, Val MRR:0.08179, yago11k +2023-05-07 13:57:47,775 - [INFO] - [E:15| 600]: Train Loss:0.0020085, Val MRR:0.08179, yago11k +2023-05-07 13:57:47,775 - [INFO] - [Epoch:15]: Training Loss:0.002009 + +2023-05-07 13:57:48,071 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 13:58:09,272 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 13:58:30,542 - [INFO] - [Evaluating Epoch 15 valid]: + MRR: Tail : 0.17517, Head : 0.00815, Avg : 0.09166 + +2023-05-07 13:58:31,583 - [INFO] - [Epoch 15]: Training Loss: 0.0020085, Valid MRR: 0.09166, + + + +2023-05-07 13:58:32,766 - [INFO] - [E:16| 0]: Train Loss:0.0020151, Val MRR:0.09166, yago11k +2023-05-07 14:00:15,911 - [INFO] - [E:16| 100]: Train Loss:0.0019851, Val MRR:0.09166, yago11k +2023-05-07 14:01:48,767 - [INFO] - [E:16| 200]: Train Loss:0.0019912, Val MRR:0.09166, yago11k +2023-05-07 14:03:31,739 - [INFO] - [E:16| 300]: Train Loss:0.0019926, Val MRR:0.09166, yago11k +2023-05-07 14:05:14,473 - [INFO] - [E:16| 400]: Train Loss:0.0019889, Val MRR:0.09166, yago11k +2023-05-07 14:06:57,715 - [INFO] - [E:16| 500]: Train Loss:0.0019895, Val MRR:0.09166, yago11k +2023-05-07 14:08:42,002 - [INFO] - [E:16| 600]: Train Loss:0.0019866, Val MRR:0.09166, yago11k +2023-05-07 14:08:42,003 - [INFO] - [Epoch:16]: Training Loss:0.001987 + +2023-05-07 14:08:42,517 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:09:03,195 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:09:24,304 - [INFO] - [Evaluating Epoch 16 valid]: + MRR: Tail : 0.17687, Head : 0.00941, Avg : 0.09314 + +2023-05-07 14:09:25,268 - [INFO] - [Epoch 16]: Training Loss: 0.0019866, Valid MRR: 0.09314, + + + +2023-05-07 14:09:26,456 - [INFO] - [E:17| 0]: Train Loss:0.0019333, Val MRR:0.09314, yago11k +2023-05-07 14:10:59,445 - [INFO] - [E:17| 100]: Train Loss:0.0019763, Val MRR:0.09314, yago11k +2023-05-07 14:12:43,176 - [INFO] - [E:17| 200]: Train Loss:0.0019642, Val MRR:0.09314, yago11k +2023-05-07 14:14:26,521 - [INFO] - [E:17| 300]: Train Loss:0.0019694, Val MRR:0.09314, yago11k +2023-05-07 14:16:09,485 - [INFO] - [E:17| 400]: Train Loss:0.0019709, Val MRR:0.09314, yago11k +2023-05-07 14:17:53,039 - [INFO] - [E:17| 500]: Train Loss:0.0019665, Val MRR:0.09314, yago11k +2023-05-07 14:19:25,031 - [INFO] - [E:17| 600]: Train Loss:0.0019626, Val MRR:0.09314, yago11k +2023-05-07 14:19:25,031 - [INFO] - [Epoch:17]: Training Loss:0.001963 + +2023-05-07 14:19:25,428 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:19:46,532 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:20:07,902 - [INFO] - [Evaluating Epoch 17 valid]: + MRR: Tail : 0.18024, Head : 0.01324, Avg : 0.09674 + +2023-05-07 14:20:08,868 - [INFO] - [Epoch 17]: Training Loss: 0.0019626, Valid MRR: 0.09674, + + + +2023-05-07 14:20:10,067 - [INFO] - [E:18| 0]: Train Loss:0.0019648, Val MRR:0.09674, yago11k +2023-05-07 14:21:54,140 - [INFO] - [E:18| 100]: Train Loss:0.0019498, Val MRR:0.09674, yago11k +2023-05-07 14:23:38,177 - [INFO] - [E:18| 200]: Train Loss:0.0019508, Val MRR:0.09674, yago11k +2023-05-07 14:25:22,163 - [INFO] - [E:18| 300]: Train Loss:0.0019502, Val MRR:0.09674, yago11k +2023-05-07 14:27:05,637 - [INFO] - [E:18| 400]: Train Loss:0.0019477, Val MRR:0.09674, yago11k +2023-05-07 14:28:36,891 - [INFO] - [E:18| 500]: Train Loss:0.0019409, Val MRR:0.09674, yago11k +2023-05-07 14:30:17,706 - [INFO] - [E:18| 600]: Train Loss:0.0019391, Val MRR:0.09674, yago11k +2023-05-07 14:30:17,706 - [INFO] - [Epoch:18]: Training Loss:0.001939 + +2023-05-07 14:30:18,176 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:30:39,308 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:31:00,393 - [INFO] - [Evaluating Epoch 18 valid]: + MRR: Tail : 0.18341, Head : 0.01697, Avg : 0.10019 + +2023-05-07 14:31:01,348 - [INFO] - [Epoch 18]: Training Loss: 0.0019391, Valid MRR: 0.10019, + + + +2023-05-07 14:31:02,570 - [INFO] - [E:19| 0]: Train Loss:0.0020229, Val MRR:0.10019, yago11k +2023-05-07 14:32:46,393 - [INFO] - [E:19| 100]: Train Loss:0.001928, Val MRR:0.10019, yago11k +2023-05-07 14:34:30,927 - [INFO] - [E:19| 200]: Train Loss:0.001927, Val MRR:0.10019, yago11k +2023-05-07 14:36:04,120 - [INFO] - [E:19| 300]: Train Loss:0.0019232, Val MRR:0.10019, yago11k +2023-05-07 14:37:48,282 - [INFO] - [E:19| 400]: Train Loss:0.0019186, Val MRR:0.10019, yago11k +2023-05-07 14:39:31,417 - [INFO] - [E:19| 500]: Train Loss:0.0019161, Val MRR:0.10019, yago11k +2023-05-07 14:41:14,533 - [INFO] - [E:19| 600]: Train Loss:0.0019145, Val MRR:0.10019, yago11k +2023-05-07 14:41:14,534 - [INFO] - [Epoch:19]: Training Loss:0.001915 + +2023-05-07 14:41:14,981 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:41:35,694 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:41:56,933 - [INFO] - [Evaluating Epoch 19 valid]: + MRR: Tail : 0.18232, Head : 0.0214, Avg : 0.10186 + MR: Tail : 583.17, Head : 1120.8, Avg : 851.96 + Hit-1: Tail : 0.11517, Head : 0.00528, Avg : 0.06023 + Hit-3: Tail : 0.19366, Head : 0.01292, Avg : 0.10329 + Hit-10: Tail : 0.31412, Head : 0.04418, Avg : 0.17915 +2023-05-07 14:41:57,883 - [INFO] - [Epoch 19]: Training Loss: 0.0019145, Valid MRR: 0.10186, + + + +2023-05-07 14:41:59,066 - [INFO] - [E:20| 0]: Train Loss:0.0018055, Val MRR:0.10186, yago11k +2023-05-07 14:43:42,008 - [INFO] - [E:20| 100]: Train Loss:0.0018947, Val MRR:0.10186, yago11k +2023-05-07 14:45:14,696 - [INFO] - [E:20| 200]: Train Loss:0.0018972, Val MRR:0.10186, yago11k +2023-05-07 14:46:58,619 - [INFO] - [E:20| 300]: Train Loss:0.0018955, Val MRR:0.10186, yago11k +2023-05-07 14:48:42,883 - [INFO] - [E:20| 400]: Train Loss:0.0018928, Val MRR:0.10186, yago11k +2023-05-07 14:50:27,065 - [INFO] - [E:20| 500]: Train Loss:0.0018887, Val MRR:0.10186, yago11k +2023-05-07 14:52:09,832 - [INFO] - [E:20| 600]: Train Loss:0.0018885, Val MRR:0.10186, yago11k +2023-05-07 14:52:09,833 - [INFO] - [Epoch:20]: Training Loss:0.001889 + +2023-05-07 14:52:10,178 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 14:52:31,346 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 14:52:51,970 - [INFO] - [Evaluating Epoch 20 valid]: + MRR: Tail : 0.18755, Head : 0.02308, Avg : 0.10531 + +2023-05-07 14:52:53,035 - [INFO] - [Epoch 20]: Training Loss: 0.0018885, Valid MRR: 0.10531, + + + +2023-05-07 14:52:53,682 - [INFO] - [E:21| 0]: Train Loss:0.0018059, Val MRR:0.10531, yago11k +2023-05-07 14:54:27,909 - [INFO] - [E:21| 100]: Train Loss:0.0018555, Val MRR:0.10531, yago11k +2023-05-07 14:56:12,948 - [INFO] - [E:21| 200]: Train Loss:0.0018627, Val MRR:0.10531, yago11k +2023-05-07 14:57:56,802 - [INFO] - [E:21| 300]: Train Loss:0.0018617, Val MRR:0.10531, yago11k +2023-05-07 14:59:41,060 - [INFO] - [E:21| 400]: Train Loss:0.0018609, Val MRR:0.10531, yago11k +2023-05-07 15:01:24,973 - [INFO] - [E:21| 500]: Train Loss:0.0018628, Val MRR:0.10531, yago11k +2023-05-07 15:02:56,870 - [INFO] - [E:21| 600]: Train Loss:0.001863, Val MRR:0.10531, yago11k +2023-05-07 15:02:56,870 - [INFO] - [Epoch:21]: Training Loss:0.001863 + +2023-05-07 15:02:57,203 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:03:18,544 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:03:39,324 - [INFO] - [Evaluating Epoch 21 valid]: + MRR: Tail : 0.18825, Head : 0.02455, Avg : 0.1064 + +2023-05-07 15:03:40,277 - [INFO] - [Epoch 21]: Training Loss: 0.001863, Valid MRR: 0.1064, + + + +2023-05-07 15:03:41,699 - [INFO] - [E:22| 0]: Train Loss:0.001819, Val MRR:0.1064, yago11k +2023-05-07 15:05:24,952 - [INFO] - [E:22| 100]: Train Loss:0.0018519, Val MRR:0.1064, yago11k +2023-05-07 15:07:07,947 - [INFO] - [E:22| 200]: Train Loss:0.0018454, Val MRR:0.1064, yago11k +2023-05-07 15:08:51,251 - [INFO] - [E:22| 300]: Train Loss:0.0018433, Val MRR:0.1064, yago11k +2023-05-07 15:10:28,676 - [INFO] - [E:22| 400]: Train Loss:0.0018405, Val MRR:0.1064, yago11k +2023-05-07 15:12:07,157 - [INFO] - [E:22| 500]: Train Loss:0.00184, Val MRR:0.1064, yago11k +2023-05-07 15:13:49,807 - [INFO] - [E:22| 600]: Train Loss:0.0018382, Val MRR:0.1064, yago11k +2023-05-07 15:13:49,807 - [INFO] - [Epoch:22]: Training Loss:0.001838 + +2023-05-07 15:13:50,322 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:14:11,100 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:14:32,689 - [INFO] - [Evaluating Epoch 22 valid]: + MRR: Tail : 0.18878, Head : 0.03076, Avg : 0.10977 + +2023-05-07 15:14:33,657 - [INFO] - [Epoch 22]: Training Loss: 0.0018382, Valid MRR: 0.10977, + + + +2023-05-07 15:14:34,855 - [INFO] - [E:23| 0]: Train Loss:0.0018549, Val MRR:0.10977, yago11k +2023-05-07 15:16:18,659 - [INFO] - [E:23| 100]: Train Loss:0.0018154, Val MRR:0.10977, yago11k +2023-05-07 15:18:02,943 - [INFO] - [E:23| 200]: Train Loss:0.001815, Val MRR:0.10977, yago11k +2023-05-07 15:19:36,058 - [INFO] - [E:23| 300]: Train Loss:0.0018131, Val MRR:0.10977, yago11k +2023-05-07 15:21:19,509 - [INFO] - [E:23| 400]: Train Loss:0.0018163, Val MRR:0.10977, yago11k +2023-05-07 15:23:02,695 - [INFO] - [E:23| 500]: Train Loss:0.0018139, Val MRR:0.10977, yago11k +2023-05-07 15:24:45,609 - [INFO] - [E:23| 600]: Train Loss:0.0018126, Val MRR:0.10977, yago11k +2023-05-07 15:24:45,609 - [INFO] - [Epoch:23]: Training Loss:0.001813 + +2023-05-07 15:24:45,937 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:25:06,874 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:25:28,339 - [INFO] - [Evaluating Epoch 23 valid]: + MRR: Tail : 0.18, Head : 0.03602, Avg : 0.10801 + +2023-05-07 15:25:28,339 - [INFO] - [Epoch 23]: Training Loss: 0.0018126, Valid MRR: 0.10977, + + + +2023-05-07 15:25:29,142 - [INFO] - [E:24| 0]: Train Loss:0.0018262, Val MRR:0.10977, yago11k +2023-05-07 15:27:12,810 - [INFO] - [E:24| 100]: Train Loss:0.0018016, Val MRR:0.10977, yago11k +2023-05-07 15:28:45,802 - [INFO] - [E:24| 200]: Train Loss:0.0017946, Val MRR:0.10977, yago11k +2023-05-07 15:30:29,227 - [INFO] - [E:24| 300]: Train Loss:0.0017923, Val MRR:0.10977, yago11k +2023-05-07 15:32:12,600 - [INFO] - [E:24| 400]: Train Loss:0.0017917, Val MRR:0.10977, yago11k +2023-05-07 15:33:56,041 - [INFO] - [E:24| 500]: Train Loss:0.0017908, Val MRR:0.10977, yago11k +2023-05-07 15:35:39,084 - [INFO] - [E:24| 600]: Train Loss:0.0017877, Val MRR:0.10977, yago11k +2023-05-07 15:35:39,084 - [INFO] - [Epoch:24]: Training Loss:0.001788 + +2023-05-07 15:35:39,582 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:36:00,306 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:36:20,439 - [INFO] - [Evaluating Epoch 24 valid]: + MRR: Tail : 0.17812, Head : 0.0392, Avg : 0.10866 + +2023-05-07 15:36:20,440 - [INFO] - [Epoch 24]: Training Loss: 0.0017877, Valid MRR: 0.10977, + + + +2023-05-07 15:36:21,090 - [INFO] - [E:25| 0]: Train Loss:0.0018176, Val MRR:0.10977, yago11k +2023-05-07 15:37:55,561 - [INFO] - [E:25| 100]: Train Loss:0.0017644, Val MRR:0.10977, yago11k +2023-05-07 15:39:38,417 - [INFO] - [E:25| 200]: Train Loss:0.0017726, Val MRR:0.10977, yago11k +2023-05-07 15:41:21,733 - [INFO] - [E:25| 300]: Train Loss:0.001769, Val MRR:0.10977, yago11k +2023-05-07 15:43:05,094 - [INFO] - [E:25| 400]: Train Loss:0.0017672, Val MRR:0.10977, yago11k +2023-05-07 15:44:51,094 - [INFO] - [E:25| 500]: Train Loss:0.0017617, Val MRR:0.10977, yago11k +2023-05-07 15:46:23,430 - [INFO] - [E:25| 600]: Train Loss:0.0017605, Val MRR:0.10977, yago11k +2023-05-07 15:46:23,430 - [INFO] - [Epoch:25]: Training Loss:0.001761 + +2023-05-07 15:46:23,948 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:46:44,870 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:47:06,015 - [INFO] - [Evaluating Epoch 25 valid]: + MRR: Tail : 0.19042, Head : 0.04369, Avg : 0.11706 + +2023-05-07 15:47:06,983 - [INFO] - [Epoch 25]: Training Loss: 0.0017605, Valid MRR: 0.11706, + + + +2023-05-07 15:47:08,239 - [INFO] - [E:26| 0]: Train Loss:0.0016713, Val MRR:0.11706, yago11k +2023-05-07 15:48:51,200 - [INFO] - [E:26| 100]: Train Loss:0.0017438, Val MRR:0.11706, yago11k +2023-05-07 15:50:34,633 - [INFO] - [E:26| 200]: Train Loss:0.0017417, Val MRR:0.11706, yago11k +2023-05-07 15:52:18,510 - [INFO] - [E:26| 300]: Train Loss:0.0017424, Val MRR:0.11706, yago11k +2023-05-07 15:53:56,808 - [INFO] - [E:26| 400]: Train Loss:0.0017401, Val MRR:0.11706, yago11k +2023-05-07 15:55:35,751 - [INFO] - [E:26| 500]: Train Loss:0.0017365, Val MRR:0.11706, yago11k +2023-05-07 15:57:19,046 - [INFO] - [E:26| 600]: Train Loss:0.0017351, Val MRR:0.11706, yago11k +2023-05-07 15:57:19,046 - [INFO] - [Epoch:26]: Training Loss:0.001735 + +2023-05-07 15:57:19,399 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 15:57:40,695 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 15:58:01,891 - [INFO] - [Evaluating Epoch 26 valid]: + MRR: Tail : 0.20449, Head : 0.0497, Avg : 0.12709 + +2023-05-07 15:58:02,859 - [INFO] - [Epoch 26]: Training Loss: 0.0017351, Valid MRR: 0.12709, + + + +2023-05-07 15:58:04,222 - [INFO] - [E:27| 0]: Train Loss:0.0017051, Val MRR:0.12709, yago11k +2023-05-07 15:59:46,169 - [INFO] - [E:27| 100]: Train Loss:0.0017154, Val MRR:0.12709, yago11k +2023-05-07 16:01:28,310 - [INFO] - [E:27| 200]: Train Loss:0.0017132, Val MRR:0.12709, yago11k +2023-05-07 16:03:00,905 - [INFO] - [E:27| 300]: Train Loss:0.0017163, Val MRR:0.12709, yago11k +2023-05-07 16:04:44,594 - [INFO] - [E:27| 400]: Train Loss:0.0017129, Val MRR:0.12709, yago11k +2023-05-07 16:06:28,273 - [INFO] - [E:27| 500]: Train Loss:0.0017112, Val MRR:0.12709, yago11k +2023-05-07 16:08:11,124 - [INFO] - [E:27| 600]: Train Loss:0.0017109, Val MRR:0.12709, yago11k +2023-05-07 16:08:11,125 - [INFO] - [Epoch:27]: Training Loss:0.001711 + +2023-05-07 16:08:11,478 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:08:32,707 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:08:54,135 - [INFO] - [Evaluating Epoch 27 valid]: + MRR: Tail : 0.19792, Head : 0.05361, Avg : 0.12577 + +2023-05-07 16:08:54,135 - [INFO] - [Epoch 27]: Training Loss: 0.0017109, Valid MRR: 0.12709, + + + +2023-05-07 16:08:55,229 - [INFO] - [E:28| 0]: Train Loss:0.0016293, Val MRR:0.12709, yago11k +2023-05-07 16:10:37,922 - [INFO] - [E:28| 100]: Train Loss:0.0016881, Val MRR:0.12709, yago11k +2023-05-07 16:12:11,049 - [INFO] - [E:28| 200]: Train Loss:0.0016874, Val MRR:0.12709, yago11k +2023-05-07 16:13:54,056 - [INFO] - [E:28| 300]: Train Loss:0.0016872, Val MRR:0.12709, yago11k +2023-05-07 16:15:37,244 - [INFO] - [E:28| 400]: Train Loss:0.0016894, Val MRR:0.12709, yago11k +2023-05-07 16:17:20,139 - [INFO] - [E:28| 500]: Train Loss:0.0016875, Val MRR:0.12709, yago11k +2023-05-07 16:19:03,189 - [INFO] - [E:28| 600]: Train Loss:0.001686, Val MRR:0.12709, yago11k +2023-05-07 16:19:03,189 - [INFO] - [Epoch:28]: Training Loss:0.001686 + +2023-05-07 16:19:03,535 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:19:24,934 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:19:39,737 - [INFO] - [Evaluating Epoch 28 valid]: + MRR: Tail : 0.2142, Head : 0.06249, Avg : 0.13835 + +2023-05-07 16:19:40,831 - [INFO] - [Epoch 28]: Training Loss: 0.001686, Valid MRR: 0.13835, + + + +2023-05-07 16:19:41,478 - [INFO] - [E:29| 0]: Train Loss:0.0016233, Val MRR:0.13835, yago11k +2023-05-07 16:21:21,086 - [INFO] - [E:29| 100]: Train Loss:0.0016722, Val MRR:0.13835, yago11k +2023-05-07 16:23:05,536 - [INFO] - [E:29| 200]: Train Loss:0.0016688, Val MRR:0.13835, yago11k +2023-05-07 16:24:50,251 - [INFO] - [E:29| 300]: Train Loss:0.0016656, Val MRR:0.13835, yago11k +2023-05-07 16:26:34,919 - [INFO] - [E:29| 400]: Train Loss:0.0016651, Val MRR:0.13835, yago11k +2023-05-07 16:28:16,218 - [INFO] - [E:29| 500]: Train Loss:0.001665, Val MRR:0.13835, yago11k +2023-05-07 16:29:51,895 - [INFO] - [E:29| 600]: Train Loss:0.0016629, Val MRR:0.13835, yago11k +2023-05-07 16:29:51,896 - [INFO] - [Epoch:29]: Training Loss:0.001663 + +2023-05-07 16:29:52,242 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:30:13,532 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:30:34,868 - [INFO] - [Evaluating Epoch 29 valid]: + MRR: Tail : 0.22043, Head : 0.07447, Avg : 0.14745 + MR: Tail : 206.62, Head : 653.85, Avg : 430.23 + Hit-1: Tail : 0.11864, Head : 0.02667, Avg : 0.07266 + Hit-3: Tail : 0.25299, Head : 0.06891, Avg : 0.16095 + Hit-10: Tail : 0.41901, Head : 0.16421, Avg : 0.29161 +2023-05-07 16:30:35,819 - [INFO] - [Epoch 29]: Training Loss: 0.0016629, Valid MRR: 0.14745, + + + +2023-05-07 16:30:37,024 - [INFO] - [E:30| 0]: Train Loss:0.0016335, Val MRR:0.14745, yago11k +2023-05-07 16:32:22,669 - [INFO] - [E:30| 100]: Train Loss:0.0016397, Val MRR:0.14745, yago11k +2023-05-07 16:34:06,581 - [INFO] - [E:30| 200]: Train Loss:0.0016463, Val MRR:0.14745, yago11k +2023-05-07 16:35:50,444 - [INFO] - [E:30| 300]: Train Loss:0.0016457, Val MRR:0.14745, yago11k +2023-05-07 16:37:23,350 - [INFO] - [E:30| 400]: Train Loss:0.001645, Val MRR:0.14745, yago11k +2023-05-07 16:39:06,375 - [INFO] - [E:30| 500]: Train Loss:0.0016417, Val MRR:0.14745, yago11k +2023-05-07 16:40:48,912 - [INFO] - [E:30| 600]: Train Loss:0.0016406, Val MRR:0.14745, yago11k +2023-05-07 16:40:48,913 - [INFO] - [Epoch:30]: Training Loss:0.001641 + +2023-05-07 16:40:49,336 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:41:09,979 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:41:30,707 - [INFO] - [Evaluating Epoch 30 valid]: + MRR: Tail : 0.24147, Head : 0.08289, Avg : 0.16218 + +2023-05-07 16:41:31,671 - [INFO] - [Epoch 30]: Training Loss: 0.0016406, Valid MRR: 0.16218, + + + +2023-05-07 16:41:32,894 - [INFO] - [E:31| 0]: Train Loss:0.0017034, Val MRR:0.16218, yago11k +2023-05-07 16:43:16,281 - [INFO] - [E:31| 100]: Train Loss:0.0016288, Val MRR:0.16218, yago11k +2023-05-07 16:44:59,724 - [INFO] - [E:31| 200]: Train Loss:0.0016227, Val MRR:0.16218, yago11k +2023-05-07 16:46:32,829 - [INFO] - [E:31| 300]: Train Loss:0.0016211, Val MRR:0.16218, yago11k +2023-05-07 16:48:16,659 - [INFO] - [E:31| 400]: Train Loss:0.00162, Val MRR:0.16218, yago11k +2023-05-07 16:50:01,023 - [INFO] - [E:31| 500]: Train Loss:0.0016193, Val MRR:0.16218, yago11k +2023-05-07 16:51:44,265 - [INFO] - [E:31| 600]: Train Loss:0.0016183, Val MRR:0.16218, yago11k +2023-05-07 16:51:44,266 - [INFO] - [Epoch:31]: Training Loss:0.001618 + +2023-05-07 16:51:44,749 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 16:52:05,695 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 16:52:26,908 - [INFO] - [Evaluating Epoch 31 valid]: + MRR: Tail : 0.24721, Head : 0.0963, Avg : 0.17175 + +2023-05-07 16:52:27,873 - [INFO] - [Epoch 31]: Training Loss: 0.0016183, Valid MRR: 0.17175, + + + +2023-05-07 16:52:29,064 - [INFO] - [E:32| 0]: Train Loss:0.0015903, Val MRR:0.17175, yago11k +2023-05-07 16:54:13,002 - [INFO] - [E:32| 100]: Train Loss:0.0016033, Val MRR:0.17175, yago11k +2023-05-07 16:55:46,137 - [INFO] - [E:32| 200]: Train Loss:0.0016056, Val MRR:0.17175, yago11k +2023-05-07 16:57:29,384 - [INFO] - [E:32| 300]: Train Loss:0.001604, Val MRR:0.17175, yago11k +2023-05-07 16:59:12,692 - [INFO] - [E:32| 400]: Train Loss:0.0016008, Val MRR:0.17175, yago11k +2023-05-07 17:00:57,030 - [INFO] - [E:32| 500]: Train Loss:0.0015999, Val MRR:0.17175, yago11k +2023-05-07 17:02:40,352 - [INFO] - [E:32| 600]: Train Loss:0.0015977, Val MRR:0.17175, yago11k +2023-05-07 17:02:40,352 - [INFO] - [Epoch:32]: Training Loss:0.001598 + +2023-05-07 17:02:40,614 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:02:57,446 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:03:09,783 - [INFO] - [Evaluating Epoch 32 valid]: + MRR: Tail : 0.25964, Head : 0.10648, Avg : 0.18306 + +2023-05-07 17:03:10,755 - [INFO] - [Epoch 32]: Training Loss: 0.0015977, Valid MRR: 0.18306, + + + +2023-05-07 17:03:11,895 - [INFO] - [E:33| 0]: Train Loss:0.0016469, Val MRR:0.18306, yago11k +2023-05-07 17:04:55,230 - [INFO] - [E:33| 100]: Train Loss:0.0015827, Val MRR:0.18306, yago11k +2023-05-07 17:06:37,987 - [INFO] - [E:33| 200]: Train Loss:0.0015772, Val MRR:0.18306, yago11k +2023-05-07 17:08:21,762 - [INFO] - [E:33| 300]: Train Loss:0.0015776, Val MRR:0.18306, yago11k +2023-05-07 17:10:05,342 - [INFO] - [E:33| 400]: Train Loss:0.0015778, Val MRR:0.18306, yago11k +2023-05-07 17:11:42,307 - [INFO] - [E:33| 500]: Train Loss:0.0015784, Val MRR:0.18306, yago11k +2023-05-07 17:13:21,523 - [INFO] - [E:33| 600]: Train Loss:0.0015784, Val MRR:0.18306, yago11k +2023-05-07 17:13:21,523 - [INFO] - [Epoch:33]: Training Loss:0.001578 + +2023-05-07 17:13:21,867 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:13:43,019 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:14:04,192 - [INFO] - [Evaluating Epoch 33 valid]: + MRR: Tail : 0.2859, Head : 0.11851, Avg : 0.2022 + +2023-05-07 17:14:05,149 - [INFO] - [Epoch 33]: Training Loss: 0.0015784, Valid MRR: 0.2022, + + + +2023-05-07 17:14:06,386 - [INFO] - [E:34| 0]: Train Loss:0.0015723, Val MRR:0.2022, yago11k +2023-05-07 17:15:49,430 - [INFO] - [E:34| 100]: Train Loss:0.0015751, Val MRR:0.2022, yago11k +2023-05-07 17:17:32,489 - [INFO] - [E:34| 200]: Train Loss:0.0015682, Val MRR:0.2022, yago11k +2023-05-07 17:19:16,382 - [INFO] - [E:34| 300]: Train Loss:0.0015648, Val MRR:0.2022, yago11k +2023-05-07 17:20:50,144 - [INFO] - [E:34| 400]: Train Loss:0.0015642, Val MRR:0.2022, yago11k +2023-05-07 17:22:34,302 - [INFO] - [E:34| 500]: Train Loss:0.0015614, Val MRR:0.2022, yago11k +2023-05-07 17:24:18,246 - [INFO] - [E:34| 600]: Train Loss:0.0015596, Val MRR:0.2022, yago11k +2023-05-07 17:24:18,247 - [INFO] - [Epoch:34]: Training Loss:0.00156 + +2023-05-07 17:24:18,770 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:24:39,756 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:25:00,935 - [INFO] - [Evaluating Epoch 34 valid]: + MRR: Tail : 0.2822, Head : 0.12347, Avg : 0.20284 + +2023-05-07 17:25:01,893 - [INFO] - [Epoch 34]: Training Loss: 0.0015596, Valid MRR: 0.20284, + + + +2023-05-07 17:25:03,093 - [INFO] - [E:35| 0]: Train Loss:0.0016254, Val MRR:0.20284, yago11k +2023-05-07 17:26:47,103 - [INFO] - [E:35| 100]: Train Loss:0.0015528, Val MRR:0.20284, yago11k +2023-05-07 17:28:31,564 - [INFO] - [E:35| 200]: Train Loss:0.0015478, Val MRR:0.20284, yago11k +2023-05-07 17:30:04,134 - [INFO] - [E:35| 300]: Train Loss:0.001545, Val MRR:0.20284, yago11k +2023-05-07 17:31:45,826 - [INFO] - [E:35| 400]: Train Loss:0.0015443, Val MRR:0.20284, yago11k +2023-05-07 17:33:28,163 - [INFO] - [E:35| 500]: Train Loss:0.0015426, Val MRR:0.20284, yago11k +2023-05-07 17:35:10,647 - [INFO] - [E:35| 600]: Train Loss:0.0015413, Val MRR:0.20284, yago11k +2023-05-07 17:35:10,648 - [INFO] - [Epoch:35]: Training Loss:0.001541 + +2023-05-07 17:35:10,982 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:35:32,169 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:35:53,221 - [INFO] - [Evaluating Epoch 35 valid]: + MRR: Tail : 0.28984, Head : 0.13855, Avg : 0.21419 + +2023-05-07 17:35:54,168 - [INFO] - [Epoch 35]: Training Loss: 0.0015413, Valid MRR: 0.21419, + + + +2023-05-07 17:35:55,591 - [INFO] - [E:36| 0]: Train Loss:0.0015247, Val MRR:0.21419, yago11k +2023-05-07 17:37:32,803 - [INFO] - [E:36| 100]: Train Loss:0.0015275, Val MRR:0.21419, yago11k +2023-05-07 17:39:12,748 - [INFO] - [E:36| 200]: Train Loss:0.0015288, Val MRR:0.21419, yago11k +2023-05-07 17:40:55,881 - [INFO] - [E:36| 300]: Train Loss:0.0015283, Val MRR:0.21419, yago11k +2023-05-07 17:42:38,704 - [INFO] - [E:36| 400]: Train Loss:0.0015266, Val MRR:0.21419, yago11k +2023-05-07 17:44:21,885 - [INFO] - [E:36| 500]: Train Loss:0.0015277, Val MRR:0.21419, yago11k +2023-05-07 17:46:04,332 - [INFO] - [E:36| 600]: Train Loss:0.0015261, Val MRR:0.21419, yago11k +2023-05-07 17:46:04,332 - [INFO] - [Epoch:36]: Training Loss:0.001526 + +2023-05-07 17:46:04,551 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:46:16,770 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:46:34,388 - [INFO] - [Evaluating Epoch 36 valid]: + MRR: Tail : 0.29453, Head : 0.13671, Avg : 0.21562 + +2023-05-07 17:46:35,349 - [INFO] - [Epoch 36]: Training Loss: 0.0015261, Valid MRR: 0.21562, + + + +2023-05-07 17:46:36,767 - [INFO] - [E:37| 0]: Train Loss:0.0014882, Val MRR:0.21562, yago11k +2023-05-07 17:48:20,924 - [INFO] - [E:37| 100]: Train Loss:0.0015124, Val MRR:0.21562, yago11k +2023-05-07 17:50:05,092 - [INFO] - [E:37| 200]: Train Loss:0.0015139, Val MRR:0.21562, yago11k +2023-05-07 17:51:48,916 - [INFO] - [E:37| 300]: Train Loss:0.0015134, Val MRR:0.21562, yago11k +2023-05-07 17:53:33,170 - [INFO] - [E:37| 400]: Train Loss:0.001513, Val MRR:0.21562, yago11k +2023-05-07 17:55:06,531 - [INFO] - [E:37| 500]: Train Loss:0.0015127, Val MRR:0.21562, yago11k +2023-05-07 17:56:49,787 - [INFO] - [E:37| 600]: Train Loss:0.0015098, Val MRR:0.21562, yago11k +2023-05-07 17:56:49,787 - [INFO] - [Epoch:37]: Training Loss:0.00151 + +2023-05-07 17:56:50,128 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 17:57:11,176 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 17:57:32,294 - [INFO] - [Evaluating Epoch 37 valid]: + MRR: Tail : 0.2957, Head : 0.1454, Avg : 0.22055 + +2023-05-07 17:57:33,241 - [INFO] - [Epoch 37]: Training Loss: 0.0015098, Valid MRR: 0.22055, + + + +2023-05-07 17:57:34,647 - [INFO] - [E:38| 0]: Train Loss:0.0014486, Val MRR:0.22055, yago11k +2023-05-07 17:59:17,781 - [INFO] - [E:38| 100]: Train Loss:0.0015016, Val MRR:0.22055, yago11k +2023-05-07 18:01:00,563 - [INFO] - [E:38| 200]: Train Loss:0.0014999, Val MRR:0.22055, yago11k +2023-05-07 18:02:43,826 - [INFO] - [E:38| 300]: Train Loss:0.0014988, Val MRR:0.22055, yago11k +2023-05-07 18:04:16,932 - [INFO] - [E:38| 400]: Train Loss:0.0014968, Val MRR:0.22055, yago11k +2023-05-07 18:06:00,538 - [INFO] - [E:38| 500]: Train Loss:0.0014968, Val MRR:0.22055, yago11k +2023-05-07 18:07:44,677 - [INFO] - [E:38| 600]: Train Loss:0.0014958, Val MRR:0.22055, yago11k +2023-05-07 18:07:44,678 - [INFO] - [Epoch:38]: Training Loss:0.001496 + +2023-05-07 18:07:45,023 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:08:06,431 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:08:27,479 - [INFO] - [Evaluating Epoch 38 valid]: + MRR: Tail : 0.31033, Head : 0.15121, Avg : 0.23077 + +2023-05-07 18:08:28,422 - [INFO] - [Epoch 38]: Training Loss: 0.0014958, Valid MRR: 0.23077, + + + +2023-05-07 18:08:29,817 - [INFO] - [E:39| 0]: Train Loss:0.0014858, Val MRR:0.23077, yago11k +2023-05-07 18:10:12,915 - [INFO] - [E:39| 100]: Train Loss:0.0014827, Val MRR:0.23077, yago11k +2023-05-07 18:11:56,511 - [INFO] - [E:39| 200]: Train Loss:0.0014836, Val MRR:0.23077, yago11k +2023-05-07 18:13:29,777 - [INFO] - [E:39| 300]: Train Loss:0.0014839, Val MRR:0.23077, yago11k +2023-05-07 18:15:13,012 - [INFO] - [E:39| 400]: Train Loss:0.0014832, Val MRR:0.23077, yago11k +2023-05-07 18:16:55,954 - [INFO] - [E:39| 500]: Train Loss:0.0014814, Val MRR:0.23077, yago11k +2023-05-07 18:18:38,665 - [INFO] - [E:39| 600]: Train Loss:0.0014814, Val MRR:0.23077, yago11k +2023-05-07 18:18:38,665 - [INFO] - [Epoch:39]: Training Loss:0.001481 + +2023-05-07 18:18:39,154 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:18:59,885 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:19:21,132 - [INFO] - [Evaluating Epoch 39 valid]: + MRR: Tail : 0.32739, Head : 0.16107, Avg : 0.24423 + MR: Tail : 249.29, Head : 614.69, Avg : 431.99 + Hit-1: Tail : 0.2252, Head : 0.10864, Avg : 0.16692 + Hit-3: Tail : 0.36955, Head : 0.16477, Avg : 0.26716 + Hit-10: Tail : 0.53543, Head : 0.26216, Avg : 0.39879 +2023-05-07 18:19:22,092 - [INFO] - [Epoch 39]: Training Loss: 0.0014814, Valid MRR: 0.24423, + + + +2023-05-07 18:19:23,273 - [INFO] - [E:40| 0]: Train Loss:0.0014528, Val MRR:0.24423, yago11k +2023-05-07 18:21:02,367 - [INFO] - [E:40| 100]: Train Loss:0.0014586, Val MRR:0.24423, yago11k +2023-05-07 18:22:41,549 - [INFO] - [E:40| 200]: Train Loss:0.0014642, Val MRR:0.24423, yago11k +2023-05-07 18:24:25,958 - [INFO] - [E:40| 300]: Train Loss:0.001468, Val MRR:0.24423, yago11k +2023-05-07 18:26:10,483 - [INFO] - [E:40| 400]: Train Loss:0.0014681, Val MRR:0.24423, yago11k +2023-05-07 18:27:53,578 - [INFO] - [E:40| 500]: Train Loss:0.0014691, Val MRR:0.24423, yago11k +2023-05-07 18:29:35,603 - [INFO] - [E:40| 600]: Train Loss:0.001469, Val MRR:0.24423, yago11k +2023-05-07 18:29:35,603 - [INFO] - [Epoch:40]: Training Loss:0.001469 + +2023-05-07 18:29:35,824 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:29:48,027 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:30:06,213 - [INFO] - [Evaluating Epoch 40 valid]: + MRR: Tail : 0.33048, Head : 0.16469, Avg : 0.24759 + +2023-05-07 18:30:07,173 - [INFO] - [Epoch 40]: Training Loss: 0.001469, Valid MRR: 0.24759, + + + +2023-05-07 18:30:08,201 - [INFO] - [E:41| 0]: Train Loss:0.0013983, Val MRR:0.24759, yago11k +2023-05-07 18:31:52,437 - [INFO] - [E:41| 100]: Train Loss:0.0014626, Val MRR:0.24759, yago11k +2023-05-07 18:33:36,494 - [INFO] - [E:41| 200]: Train Loss:0.0014596, Val MRR:0.24759, yago11k +2023-05-07 18:35:20,593 - [INFO] - [E:41| 300]: Train Loss:0.0014585, Val MRR:0.24759, yago11k +2023-05-07 18:37:04,618 - [INFO] - [E:41| 400]: Train Loss:0.0014583, Val MRR:0.24759, yago11k +2023-05-07 18:38:38,467 - [INFO] - [E:41| 500]: Train Loss:0.0014585, Val MRR:0.24759, yago11k +2023-05-07 18:40:21,439 - [INFO] - [E:41| 600]: Train Loss:0.0014571, Val MRR:0.24759, yago11k +2023-05-07 18:40:21,439 - [INFO] - [Epoch:41]: Training Loss:0.001457 + +2023-05-07 18:40:21,879 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:40:42,682 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:41:03,508 - [INFO] - [Evaluating Epoch 41 valid]: + MRR: Tail : 0.32566, Head : 0.1693, Avg : 0.24748 + +2023-05-07 18:41:03,508 - [INFO] - [Epoch 41]: Training Loss: 0.0014571, Valid MRR: 0.24759, + + + +2023-05-07 18:41:04,685 - [INFO] - [E:42| 0]: Train Loss:0.001499, Val MRR:0.24759, yago11k +2023-05-07 18:42:48,630 - [INFO] - [E:42| 100]: Train Loss:0.0014562, Val MRR:0.24759, yago11k +2023-05-07 18:44:32,229 - [INFO] - [E:42| 200]: Train Loss:0.00145, Val MRR:0.24759, yago11k +2023-05-07 18:46:16,360 - [INFO] - [E:42| 300]: Train Loss:0.0014506, Val MRR:0.24759, yago11k +2023-05-07 18:47:49,398 - [INFO] - [E:42| 400]: Train Loss:0.0014479, Val MRR:0.24759, yago11k +2023-05-07 18:49:33,531 - [INFO] - [E:42| 500]: Train Loss:0.0014475, Val MRR:0.24759, yago11k +2023-05-07 18:51:16,240 - [INFO] - [E:42| 600]: Train Loss:0.0014463, Val MRR:0.24759, yago11k +2023-05-07 18:51:16,240 - [INFO] - [Epoch:42]: Training Loss:0.001446 + +2023-05-07 18:51:16,585 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 18:51:37,898 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 18:51:59,149 - [INFO] - [Evaluating Epoch 42 valid]: + MRR: Tail : 0.32798, Head : 0.17264, Avg : 0.25031 + +2023-05-07 18:52:00,118 - [INFO] - [Epoch 42]: Training Loss: 0.0014463, Valid MRR: 0.25031, + + + +2023-05-07 18:52:01,501 - [INFO] - [E:43| 0]: Train Loss:0.0014214, Val MRR:0.25031, yago11k +2023-05-07 18:53:45,516 - [INFO] - [E:43| 100]: Train Loss:0.0014362, Val MRR:0.25031, yago11k +2023-05-07 18:55:31,088 - [INFO] - [E:43| 200]: Train Loss:0.0014385, Val MRR:0.25031, yago11k +2023-05-07 18:57:04,252 - [INFO] - [E:43| 300]: Train Loss:0.0014367, Val MRR:0.25031, yago11k +2023-05-07 18:58:47,852 - [INFO] - [E:43| 400]: Train Loss:0.0014358, Val MRR:0.25031, yago11k +2023-05-07 19:00:31,366 - [INFO] - [E:43| 500]: Train Loss:0.0014346, Val MRR:0.25031, yago11k +2023-05-07 19:02:12,922 - [INFO] - [E:43| 600]: Train Loss:0.0014347, Val MRR:0.25031, yago11k +2023-05-07 19:02:12,923 - [INFO] - [Epoch:43]: Training Loss:0.001435 + +2023-05-07 19:02:13,339 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:02:33,603 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:02:53,743 - [INFO] - [Evaluating Epoch 43 valid]: + MRR: Tail : 0.33572, Head : 0.17928, Avg : 0.2575 + +2023-05-07 19:02:54,691 - [INFO] - [Epoch 43]: Training Loss: 0.0014347, Valid MRR: 0.2575, + + + +2023-05-07 19:02:55,756 - [INFO] - [E:44| 0]: Train Loss:0.0013915, Val MRR:0.2575, yago11k +2023-05-07 19:04:27,858 - [INFO] - [E:44| 100]: Train Loss:0.0014281, Val MRR:0.2575, yago11k +2023-05-07 19:06:11,213 - [INFO] - [E:44| 200]: Train Loss:0.0014276, Val MRR:0.2575, yago11k +2023-05-07 19:07:55,663 - [INFO] - [E:44| 300]: Train Loss:0.0014254, Val MRR:0.2575, yago11k +2023-05-07 19:09:39,681 - [INFO] - [E:44| 400]: Train Loss:0.001426, Val MRR:0.2575, yago11k +2023-05-07 19:11:23,609 - [INFO] - [E:44| 500]: Train Loss:0.0014256, Val MRR:0.2575, yago11k +2023-05-07 19:12:56,333 - [INFO] - [E:44| 600]: Train Loss:0.0014254, Val MRR:0.2575, yago11k +2023-05-07 19:12:56,334 - [INFO] - [Epoch:44]: Training Loss:0.001425 + +2023-05-07 19:12:56,596 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:13:18,009 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:13:39,159 - [INFO] - [Evaluating Epoch 44 valid]: + MRR: Tail : 0.33245, Head : 0.18303, Avg : 0.25774 + +2023-05-07 19:13:40,113 - [INFO] - [Epoch 44]: Training Loss: 0.0014254, Valid MRR: 0.25774, + + + +2023-05-07 19:13:41,161 - [INFO] - [E:45| 0]: Train Loss:0.0013914, Val MRR:0.25774, yago11k +2023-05-07 19:15:24,806 - [INFO] - [E:45| 100]: Train Loss:0.0014194, Val MRR:0.25774, yago11k +2023-05-07 19:17:08,138 - [INFO] - [E:45| 200]: Train Loss:0.0014163, Val MRR:0.25774, yago11k +2023-05-07 19:18:51,534 - [INFO] - [E:45| 300]: Train Loss:0.0014172, Val MRR:0.25774, yago11k +2023-05-07 19:20:35,109 - [INFO] - [E:45| 400]: Train Loss:0.0014173, Val MRR:0.25774, yago11k +2023-05-07 19:22:08,143 - [INFO] - [E:45| 500]: Train Loss:0.0014163, Val MRR:0.25774, yago11k +2023-05-07 19:23:50,459 - [INFO] - [E:45| 600]: Train Loss:0.0014155, Val MRR:0.25774, yago11k +2023-05-07 19:23:50,459 - [INFO] - [Epoch:45]: Training Loss:0.001416 + +2023-05-07 19:23:50,973 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:24:11,801 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:24:33,244 - [INFO] - [Evaluating Epoch 45 valid]: + MRR: Tail : 0.35204, Head : 0.18608, Avg : 0.26906 + +2023-05-07 19:24:34,284 - [INFO] - [Epoch 45]: Training Loss: 0.0014155, Valid MRR: 0.26906, + + + +2023-05-07 19:24:35,493 - [INFO] - [E:46| 0]: Train Loss:0.0013849, Val MRR:0.26906, yago11k +2023-05-07 19:26:18,511 - [INFO] - [E:46| 100]: Train Loss:0.0014002, Val MRR:0.26906, yago11k +2023-05-07 19:28:01,903 - [INFO] - [E:46| 200]: Train Loss:0.0014046, Val MRR:0.26906, yago11k +2023-05-07 19:29:45,897 - [INFO] - [E:46| 300]: Train Loss:0.0014084, Val MRR:0.26906, yago11k +2023-05-07 19:31:19,037 - [INFO] - [E:46| 400]: Train Loss:0.0014077, Val MRR:0.26906, yago11k +2023-05-07 19:33:01,863 - [INFO] - [E:46| 500]: Train Loss:0.0014083, Val MRR:0.26906, yago11k +2023-05-07 19:34:44,533 - [INFO] - [E:46| 600]: Train Loss:0.0014073, Val MRR:0.26906, yago11k +2023-05-07 19:34:44,533 - [INFO] - [Epoch:46]: Training Loss:0.001407 + +2023-05-07 19:34:45,053 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:35:05,923 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:35:27,270 - [INFO] - [Evaluating Epoch 46 valid]: + MRR: Tail : 0.34568, Head : 0.18739, Avg : 0.26653 + +2023-05-07 19:35:27,270 - [INFO] - [Epoch 46]: Training Loss: 0.0014073, Valid MRR: 0.26906, + + + +2023-05-07 19:35:28,448 - [INFO] - [E:47| 0]: Train Loss:0.0013648, Val MRR:0.26906, yago11k +2023-05-07 19:37:12,638 - [INFO] - [E:47| 100]: Train Loss:0.0014006, Val MRR:0.26906, yago11k +2023-05-07 19:38:48,510 - [INFO] - [E:47| 200]: Train Loss:0.001398, Val MRR:0.26906, yago11k +2023-05-07 19:40:30,201 - [INFO] - [E:47| 300]: Train Loss:0.0013985, Val MRR:0.26906, yago11k +2023-05-07 19:42:13,837 - [INFO] - [E:47| 400]: Train Loss:0.0013985, Val MRR:0.26906, yago11k +2023-05-07 19:43:58,939 - [INFO] - [E:47| 500]: Train Loss:0.0013985, Val MRR:0.26906, yago11k +2023-05-07 19:45:41,439 - [INFO] - [E:47| 600]: Train Loss:0.0013983, Val MRR:0.26906, yago11k +2023-05-07 19:45:41,439 - [INFO] - [Epoch:47]: Training Loss:0.001398 + +2023-05-07 19:45:41,704 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:46:02,771 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:46:23,700 - [INFO] - [Evaluating Epoch 47 valid]: + MRR: Tail : 0.35947, Head : 0.1886, Avg : 0.27403 + +2023-05-07 19:46:24,643 - [INFO] - [Epoch 47]: Training Loss: 0.0013983, Valid MRR: 0.27403, + + + +2023-05-07 19:46:25,832 - [INFO] - [E:48| 0]: Train Loss:0.0014319, Val MRR:0.27403, yago11k +2023-05-07 19:47:58,387 - [INFO] - [E:48| 100]: Train Loss:0.001391, Val MRR:0.27403, yago11k +2023-05-07 19:49:41,012 - [INFO] - [E:48| 200]: Train Loss:0.001388, Val MRR:0.27403, yago11k +2023-05-07 19:51:23,951 - [INFO] - [E:48| 300]: Train Loss:0.0013902, Val MRR:0.27403, yago11k +2023-05-07 19:53:07,179 - [INFO] - [E:48| 400]: Train Loss:0.0013905, Val MRR:0.27403, yago11k +2023-05-07 19:54:50,085 - [INFO] - [E:48| 500]: Train Loss:0.0013901, Val MRR:0.27403, yago11k +2023-05-07 19:56:22,071 - [INFO] - [E:48| 600]: Train Loss:0.0013911, Val MRR:0.27403, yago11k +2023-05-07 19:56:22,072 - [INFO] - [Epoch:48]: Training Loss:0.001391 + +2023-05-07 19:56:22,384 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 19:56:43,417 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 19:57:04,441 - [INFO] - [Evaluating Epoch 48 valid]: + MRR: Tail : 0.35894, Head : 0.19248, Avg : 0.27571 + +2023-05-07 19:57:05,399 - [INFO] - [Epoch 48]: Training Loss: 0.0013911, Valid MRR: 0.27571, + + + +2023-05-07 19:57:06,522 - [INFO] - [E:49| 0]: Train Loss:0.0013308, Val MRR:0.27571, yago11k +2023-05-07 19:58:49,894 - [INFO] - [E:49| 100]: Train Loss:0.0013843, Val MRR:0.27571, yago11k +2023-05-07 20:00:33,205 - [INFO] - [E:49| 200]: Train Loss:0.0013811, Val MRR:0.27571, yago11k +2023-05-07 20:02:16,179 - [INFO] - [E:49| 300]: Train Loss:0.0013847, Val MRR:0.27571, yago11k +2023-05-07 20:03:59,627 - [INFO] - [E:49| 400]: Train Loss:0.0013855, Val MRR:0.27571, yago11k +2023-05-07 20:05:32,956 - [INFO] - [E:49| 500]: Train Loss:0.0013841, Val MRR:0.27571, yago11k +2023-05-07 20:07:16,470 - [INFO] - [E:49| 600]: Train Loss:0.0013829, Val MRR:0.27571, yago11k +2023-05-07 20:07:16,471 - [INFO] - [Epoch:49]: Training Loss:0.001383 + +2023-05-07 20:07:16,732 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:07:38,128 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:07:59,017 - [INFO] - [Evaluating Epoch 49 valid]: + MRR: Tail : 0.36109, Head : 0.19619, Avg : 0.27864 + MR: Tail : 298.11, Head : 629.29, Avg : 463.7 + Hit-1: Tail : 0.25979, Head : 0.15046, Avg : 0.20513 + Hit-3: Tail : 0.41053, Head : 0.19116, Avg : 0.30085 + Hit-10: Tail : 0.55891, Head : 0.293, Avg : 0.42595 +2023-05-07 20:07:59,959 - [INFO] - [Epoch 49]: Training Loss: 0.0013829, Valid MRR: 0.27864, + + + +2023-05-07 20:08:01,105 - [INFO] - [E:50| 0]: Train Loss:0.0013244, Val MRR:0.27864, yago11k +2023-05-07 20:09:44,323 - [INFO] - [E:50| 100]: Train Loss:0.0013699, Val MRR:0.27864, yago11k +2023-05-07 20:11:28,293 - [INFO] - [E:50| 200]: Train Loss:0.0013722, Val MRR:0.27864, yago11k +2023-05-07 20:13:11,752 - [INFO] - [E:50| 300]: Train Loss:0.0013741, Val MRR:0.27864, yago11k +2023-05-07 20:14:44,580 - [INFO] - [E:50| 400]: Train Loss:0.0013749, Val MRR:0.27864, yago11k +2023-05-07 20:16:27,904 - [INFO] - [E:50| 500]: Train Loss:0.0013751, Val MRR:0.27864, yago11k +2023-05-07 20:18:10,396 - [INFO] - [E:50| 600]: Train Loss:0.0013757, Val MRR:0.27864, yago11k +2023-05-07 20:18:10,397 - [INFO] - [Epoch:50]: Training Loss:0.001376 + +2023-05-07 20:18:10,913 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:18:31,670 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:18:52,965 - [INFO] - [Evaluating Epoch 50 valid]: + MRR: Tail : 0.36382, Head : 0.19798, Avg : 0.2809 + +2023-05-07 20:18:53,918 - [INFO] - [Epoch 50]: Training Loss: 0.0013757, Valid MRR: 0.2809, + + + +2023-05-07 20:18:55,104 - [INFO] - [E:51| 0]: Train Loss:0.0013666, Val MRR:0.2809, yago11k +2023-05-07 20:20:38,310 - [INFO] - [E:51| 100]: Train Loss:0.0013667, Val MRR:0.2809, yago11k +2023-05-07 20:22:13,038 - [INFO] - [E:51| 200]: Train Loss:0.0013675, Val MRR:0.2809, yago11k +2023-05-07 20:23:54,034 - [INFO] - [E:51| 300]: Train Loss:0.0013671, Val MRR:0.2809, yago11k +2023-05-07 20:25:37,453 - [INFO] - [E:51| 400]: Train Loss:0.0013687, Val MRR:0.2809, yago11k +2023-05-07 20:27:20,851 - [INFO] - [E:51| 500]: Train Loss:0.0013687, Val MRR:0.2809, yago11k +2023-05-07 20:29:03,975 - [INFO] - [E:51| 600]: Train Loss:0.0013696, Val MRR:0.2809, yago11k +2023-05-07 20:29:03,976 - [INFO] - [Epoch:51]: Training Loss:0.00137 + +2023-05-07 20:29:04,488 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:29:25,367 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:29:46,409 - [INFO] - [Evaluating Epoch 51 valid]: + MRR: Tail : 0.36128, Head : 0.19581, Avg : 0.27854 + +2023-05-07 20:29:46,409 - [INFO] - [Epoch 51]: Training Loss: 0.0013696, Valid MRR: 0.2809, + + + +2023-05-07 20:29:47,512 - [INFO] - [E:52| 0]: Train Loss:0.0013417, Val MRR:0.2809, yago11k +2023-05-07 20:31:22,805 - [INFO] - [E:52| 100]: Train Loss:0.0013642, Val MRR:0.2809, yago11k +2023-05-07 20:33:05,162 - [INFO] - [E:52| 200]: Train Loss:0.0013615, Val MRR:0.2809, yago11k +2023-05-07 20:34:46,877 - [INFO] - [E:52| 300]: Train Loss:0.0013645, Val MRR:0.2809, yago11k +2023-05-07 20:36:31,175 - [INFO] - [E:52| 400]: Train Loss:0.0013637, Val MRR:0.2809, yago11k +2023-05-07 20:38:14,895 - [INFO] - [E:52| 500]: Train Loss:0.0013631, Val MRR:0.2809, yago11k +2023-05-07 20:39:46,779 - [INFO] - [E:52| 600]: Train Loss:0.0013629, Val MRR:0.2809, yago11k +2023-05-07 20:39:46,780 - [INFO] - [Epoch:52]: Training Loss:0.001363 + +2023-05-07 20:39:47,125 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:40:08,341 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:40:29,157 - [INFO] - [Evaluating Epoch 52 valid]: + MRR: Tail : 0.36653, Head : 0.19822, Avg : 0.28238 + +2023-05-07 20:40:30,171 - [INFO] - [Epoch 52]: Training Loss: 0.0013629, Valid MRR: 0.28238, + + + +2023-05-07 20:40:31,369 - [INFO] - [E:53| 0]: Train Loss:0.0013612, Val MRR:0.28238, yago11k +2023-05-07 20:42:14,794 - [INFO] - [E:53| 100]: Train Loss:0.0013537, Val MRR:0.28238, yago11k +2023-05-07 20:43:58,976 - [INFO] - [E:53| 200]: Train Loss:0.0013547, Val MRR:0.28238, yago11k +2023-05-07 20:45:42,698 - [INFO] - [E:53| 300]: Train Loss:0.0013548, Val MRR:0.28238, yago11k +2023-05-07 20:47:27,012 - [INFO] - [E:53| 400]: Train Loss:0.0013554, Val MRR:0.28238, yago11k +2023-05-07 20:49:00,203 - [INFO] - [E:53| 500]: Train Loss:0.001355, Val MRR:0.28238, yago11k +2023-05-07 20:50:42,646 - [INFO] - [E:53| 600]: Train Loss:0.0013566, Val MRR:0.28238, yago11k +2023-05-07 20:50:42,646 - [INFO] - [Epoch:53]: Training Loss:0.001357 + +2023-05-07 20:50:43,132 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 20:51:03,969 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 20:51:25,191 - [INFO] - [Evaluating Epoch 53 valid]: + MRR: Tail : 0.37122, Head : 0.20021, Avg : 0.28571 + +2023-05-07 20:51:26,140 - [INFO] - [Epoch 53]: Training Loss: 0.0013566, Valid MRR: 0.28571, + + + +2023-05-07 20:51:27,332 - [INFO] - [E:54| 0]: Train Loss:0.0013067, Val MRR:0.28571, yago11k +2023-05-07 20:53:10,871 - [INFO] - [E:54| 100]: Train Loss:0.0013518, Val MRR:0.28571, yago11k +2023-05-07 20:54:54,013 - [INFO] - [E:54| 200]: Train Loss:0.0013497, Val MRR:0.28571, yago11k +2023-05-07 20:56:31,874 - [INFO] - [E:54| 300]: Train Loss:0.0013495, Val MRR:0.28571, yago11k +2023-05-07 20:58:09,631 - [INFO] - [E:54| 400]: Train Loss:0.0013503, Val MRR:0.28571, yago11k +2023-05-07 20:59:52,831 - [INFO] - [E:54| 500]: Train Loss:0.0013493, Val MRR:0.28571, yago11k +2023-05-07 21:01:35,494 - [INFO] - [E:54| 600]: Train Loss:0.0013512, Val MRR:0.28571, yago11k +2023-05-07 21:01:35,494 - [INFO] - [Epoch:54]: Training Loss:0.001351 + +2023-05-07 21:01:35,946 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:01:56,817 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:02:18,302 - [INFO] - [Evaluating Epoch 54 valid]: + MRR: Tail : 0.36589, Head : 0.20332, Avg : 0.28461 + +2023-05-07 21:02:18,303 - [INFO] - [Epoch 54]: Training Loss: 0.0013512, Valid MRR: 0.28571, + + + +2023-05-07 21:02:19,231 - [INFO] - [E:55| 0]: Train Loss:0.0013707, Val MRR:0.28571, yago11k +2023-05-07 21:04:02,645 - [INFO] - [E:55| 100]: Train Loss:0.0013484, Val MRR:0.28571, yago11k +2023-05-07 21:05:35,592 - [INFO] - [E:55| 200]: Train Loss:0.0013464, Val MRR:0.28571, yago11k +2023-05-07 21:07:19,121 - [INFO] - [E:55| 300]: Train Loss:0.0013466, Val MRR:0.28571, yago11k +2023-05-07 21:09:02,316 - [INFO] - [E:55| 400]: Train Loss:0.001346, Val MRR:0.28571, yago11k +2023-05-07 21:10:45,371 - [INFO] - [E:55| 500]: Train Loss:0.0013455, Val MRR:0.28571, yago11k +2023-05-07 21:12:27,426 - [INFO] - [E:55| 600]: Train Loss:0.0013453, Val MRR:0.28571, yago11k +2023-05-07 21:12:27,426 - [INFO] - [Epoch:55]: Training Loss:0.001345 + +2023-05-07 21:12:27,691 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:12:48,650 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:13:09,920 - [INFO] - [Evaluating Epoch 55 valid]: + MRR: Tail : 0.37269, Head : 0.20251, Avg : 0.2876 + +2023-05-07 21:13:10,859 - [INFO] - [Epoch 55]: Training Loss: 0.0013453, Valid MRR: 0.2876, + + + +2023-05-07 21:13:12,061 - [INFO] - [E:56| 0]: Train Loss:0.0012799, Val MRR:0.2876, yago11k +2023-05-07 21:14:45,555 - [INFO] - [E:56| 100]: Train Loss:0.0013425, Val MRR:0.2876, yago11k +2023-05-07 21:16:29,941 - [INFO] - [E:56| 200]: Train Loss:0.0013413, Val MRR:0.2876, yago11k +2023-05-07 21:18:14,345 - [INFO] - [E:56| 300]: Train Loss:0.0013389, Val MRR:0.2876, yago11k +2023-05-07 21:19:59,112 - [INFO] - [E:56| 400]: Train Loss:0.001339, Val MRR:0.2876, yago11k +2023-05-07 21:21:42,718 - [INFO] - [E:56| 500]: Train Loss:0.0013388, Val MRR:0.2876, yago11k +2023-05-07 21:23:15,570 - [INFO] - [E:56| 600]: Train Loss:0.0013391, Val MRR:0.2876, yago11k +2023-05-07 21:23:15,570 - [INFO] - [Epoch:56]: Training Loss:0.001339 + +2023-05-07 21:23:15,832 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:23:37,137 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:23:58,093 - [INFO] - [Evaluating Epoch 56 valid]: + MRR: Tail : 0.37002, Head : 0.20462, Avg : 0.28732 + +2023-05-07 21:23:58,093 - [INFO] - [Epoch 56]: Training Loss: 0.0013391, Valid MRR: 0.2876, + + + +2023-05-07 21:23:59,303 - [INFO] - [E:57| 0]: Train Loss:0.0014582, Val MRR:0.2876, yago11k +2023-05-07 21:25:43,553 - [INFO] - [E:57| 100]: Train Loss:0.0013313, Val MRR:0.2876, yago11k +2023-05-07 21:27:27,854 - [INFO] - [E:57| 200]: Train Loss:0.0013345, Val MRR:0.2876, yago11k +2023-05-07 21:29:12,249 - [INFO] - [E:57| 300]: Train Loss:0.0013358, Val MRR:0.2876, yago11k +2023-05-07 21:30:55,963 - [INFO] - [E:57| 400]: Train Loss:0.0013357, Val MRR:0.2876, yago11k +2023-05-07 21:32:28,924 - [INFO] - [E:57| 500]: Train Loss:0.0013351, Val MRR:0.2876, yago11k +2023-05-07 21:34:11,506 - [INFO] - [E:57| 600]: Train Loss:0.0013349, Val MRR:0.2876, yago11k +2023-05-07 21:34:11,507 - [INFO] - [Epoch:57]: Training Loss:0.001335 + +2023-05-07 21:34:11,837 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:34:32,970 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:34:54,249 - [INFO] - [Evaluating Epoch 57 valid]: + MRR: Tail : 0.37077, Head : 0.20704, Avg : 0.2889 + +2023-05-07 21:34:55,200 - [INFO] - [Epoch 57]: Training Loss: 0.0013349, Valid MRR: 0.2889, + + + +2023-05-07 21:34:55,984 - [INFO] - [E:58| 0]: Train Loss:0.0013804, Val MRR:0.2889, yago11k +2023-05-07 21:36:39,050 - [INFO] - [E:58| 100]: Train Loss:0.001331, Val MRR:0.2889, yago11k +2023-05-07 21:38:22,154 - [INFO] - [E:58| 200]: Train Loss:0.0013306, Val MRR:0.2889, yago11k +2023-05-07 21:39:59,983 - [INFO] - [E:58| 300]: Train Loss:0.0013306, Val MRR:0.2889, yago11k +2023-05-07 21:41:38,534 - [INFO] - [E:58| 400]: Train Loss:0.0013289, Val MRR:0.2889, yago11k +2023-05-07 21:43:22,408 - [INFO] - [E:58| 500]: Train Loss:0.0013289, Val MRR:0.2889, yago11k +2023-05-07 21:45:06,105 - [INFO] - [E:58| 600]: Train Loss:0.0013296, Val MRR:0.2889, yago11k +2023-05-07 21:45:06,105 - [INFO] - [Epoch:58]: Training Loss:0.00133 + +2023-05-07 21:45:06,617 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:45:27,678 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:45:48,905 - [INFO] - [Evaluating Epoch 58 valid]: + MRR: Tail : 0.37109, Head : 0.21075, Avg : 0.29092 + +2023-05-07 21:45:49,860 - [INFO] - [Epoch 58]: Training Loss: 0.0013296, Valid MRR: 0.29092, + + + +2023-05-07 21:45:51,109 - [INFO] - [E:59| 0]: Train Loss:0.0012828, Val MRR:0.29092, yago11k +2023-05-07 21:47:35,218 - [INFO] - [E:59| 100]: Train Loss:0.0013262, Val MRR:0.29092, yago11k +2023-05-07 21:49:09,009 - [INFO] - [E:59| 200]: Train Loss:0.001323, Val MRR:0.29092, yago11k +2023-05-07 21:50:52,039 - [INFO] - [E:59| 300]: Train Loss:0.0013245, Val MRR:0.29092, yago11k +2023-05-07 21:52:35,017 - [INFO] - [E:59| 400]: Train Loss:0.0013248, Val MRR:0.29092, yago11k +2023-05-07 21:54:18,288 - [INFO] - [E:59| 500]: Train Loss:0.0013239, Val MRR:0.29092, yago11k +2023-05-07 21:56:00,832 - [INFO] - [E:59| 600]: Train Loss:0.0013252, Val MRR:0.29092, yago11k +2023-05-07 21:56:00,832 - [INFO] - [Epoch:59]: Training Loss:0.001325 + +2023-05-07 21:56:01,177 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 21:56:22,474 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 21:56:43,477 - [INFO] - [Evaluating Epoch 59 valid]: + MRR: Tail : 0.37309, Head : 0.21263, Avg : 0.29286 + MR: Tail : 299.61, Head : 632.74, Avg : 466.18 + Hit-1: Tail : 0.26785, Head : 0.16977, Avg : 0.21881 + Hit-3: Tail : 0.4372, Head : 0.20381, Avg : 0.32051 + Hit-10: Tail : 0.55821, Head : 0.29675, Avg : 0.42748 +2023-05-07 21:56:44,421 - [INFO] - [Epoch 59]: Training Loss: 0.0013252, Valid MRR: 0.29286, + + + +2023-05-07 21:56:45,851 - [INFO] - [E:60| 0]: Train Loss:0.0012939, Val MRR:0.29286, yago11k +2023-05-07 21:58:19,186 - [INFO] - [E:60| 100]: Train Loss:0.0013179, Val MRR:0.29286, yago11k +2023-05-07 22:00:01,709 - [INFO] - [E:60| 200]: Train Loss:0.0013213, Val MRR:0.29286, yago11k +2023-05-07 22:01:44,589 - [INFO] - [E:60| 300]: Train Loss:0.0013189, Val MRR:0.29286, yago11k +2023-05-07 22:03:27,690 - [INFO] - [E:60| 400]: Train Loss:0.0013194, Val MRR:0.29286, yago11k +2023-05-07 22:05:08,819 - [INFO] - [E:60| 500]: Train Loss:0.0013195, Val MRR:0.29286, yago11k +2023-05-07 22:06:42,568 - [INFO] - [E:60| 600]: Train Loss:0.0013202, Val MRR:0.29286, yago11k +2023-05-07 22:06:42,569 - [INFO] - [Epoch:60]: Training Loss:0.00132 + +2023-05-07 22:06:43,078 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:07:03,985 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:07:25,111 - [INFO] - [Evaluating Epoch 60 valid]: + MRR: Tail : 0.37724, Head : 0.21167, Avg : 0.29446 + +2023-05-07 22:07:26,053 - [INFO] - [Epoch 60]: Training Loss: 0.0013202, Valid MRR: 0.29446, + + + +2023-05-07 22:07:27,470 - [INFO] - [E:61| 0]: Train Loss:0.0013194, Val MRR:0.29446, yago11k +2023-05-07 22:09:10,654 - [INFO] - [E:61| 100]: Train Loss:0.0013152, Val MRR:0.29446, yago11k +2023-05-07 22:10:53,849 - [INFO] - [E:61| 200]: Train Loss:0.0013164, Val MRR:0.29446, yago11k +2023-05-07 22:12:36,808 - [INFO] - [E:61| 300]: Train Loss:0.0013149, Val MRR:0.29446, yago11k +2023-05-07 22:14:20,081 - [INFO] - [E:61| 400]: Train Loss:0.001316, Val MRR:0.29446, yago11k +2023-05-07 22:15:53,414 - [INFO] - [E:61| 500]: Train Loss:0.0013162, Val MRR:0.29446, yago11k +2023-05-07 22:17:36,216 - [INFO] - [E:61| 600]: Train Loss:0.0013165, Val MRR:0.29446, yago11k +2023-05-07 22:17:36,216 - [INFO] - [Epoch:61]: Training Loss:0.001316 + +2023-05-07 22:17:36,570 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:17:57,730 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:18:18,991 - [INFO] - [Evaluating Epoch 61 valid]: + MRR: Tail : 0.37716, Head : 0.21371, Avg : 0.29543 + +2023-05-07 22:18:19,934 - [INFO] - [Epoch 61]: Training Loss: 0.0013165, Valid MRR: 0.29543, + + + +2023-05-07 22:18:20,772 - [INFO] - [E:62| 0]: Train Loss:0.0012647, Val MRR:0.29543, yago11k +2023-05-07 22:20:03,664 - [INFO] - [E:62| 100]: Train Loss:0.0013064, Val MRR:0.29543, yago11k +2023-05-07 22:21:47,115 - [INFO] - [E:62| 200]: Train Loss:0.0013097, Val MRR:0.29543, yago11k +2023-05-07 22:23:20,126 - [INFO] - [E:62| 300]: Train Loss:0.0013098, Val MRR:0.29543, yago11k +2023-05-07 22:25:03,746 - [INFO] - [E:62| 400]: Train Loss:0.0013117, Val MRR:0.29543, yago11k +2023-05-07 22:26:46,915 - [INFO] - [E:62| 500]: Train Loss:0.0013132, Val MRR:0.29543, yago11k +2023-05-07 22:28:29,696 - [INFO] - [E:62| 600]: Train Loss:0.0013123, Val MRR:0.29543, yago11k +2023-05-07 22:28:29,696 - [INFO] - [Epoch:62]: Training Loss:0.001312 + +2023-05-07 22:28:30,041 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:28:51,287 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:29:12,188 - [INFO] - [Evaluating Epoch 62 valid]: + MRR: Tail : 0.37823, Head : 0.2155, Avg : 0.29686 + +2023-05-07 22:29:13,144 - [INFO] - [Epoch 62]: Training Loss: 0.0013123, Valid MRR: 0.29686, + + + +2023-05-07 22:29:14,204 - [INFO] - [E:63| 0]: Train Loss:0.0013029, Val MRR:0.29686, yago11k +2023-05-07 22:30:58,054 - [INFO] - [E:63| 100]: Train Loss:0.0013077, Val MRR:0.29686, yago11k +2023-05-07 22:32:31,555 - [INFO] - [E:63| 200]: Train Loss:0.0013077, Val MRR:0.29686, yago11k +2023-05-07 22:34:15,267 - [INFO] - [E:63| 300]: Train Loss:0.0013063, Val MRR:0.29686, yago11k +2023-05-07 22:35:58,863 - [INFO] - [E:63| 400]: Train Loss:0.0013079, Val MRR:0.29686, yago11k +2023-05-07 22:37:42,003 - [INFO] - [E:63| 500]: Train Loss:0.0013074, Val MRR:0.29686, yago11k +2023-05-07 22:39:24,386 - [INFO] - [E:63| 600]: Train Loss:0.0013078, Val MRR:0.29686, yago11k +2023-05-07 22:39:24,387 - [INFO] - [Epoch:63]: Training Loss:0.001308 + +2023-05-07 22:39:24,733 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:39:46,046 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:40:06,635 - [INFO] - [Evaluating Epoch 63 valid]: + MRR: Tail : 0.37956, Head : 0.21526, Avg : 0.29741 + +2023-05-07 22:40:07,584 - [INFO] - [Epoch 63]: Training Loss: 0.0013078, Valid MRR: 0.29741, + + + +2023-05-07 22:40:08,360 - [INFO] - [E:64| 0]: Train Loss:0.0012802, Val MRR:0.29741, yago11k +2023-05-07 22:41:41,599 - [INFO] - [E:64| 100]: Train Loss:0.0012992, Val MRR:0.29741, yago11k +2023-05-07 22:43:24,723 - [INFO] - [E:64| 200]: Train Loss:0.0012998, Val MRR:0.29741, yago11k +2023-05-07 22:45:07,898 - [INFO] - [E:64| 300]: Train Loss:0.0013012, Val MRR:0.29741, yago11k +2023-05-07 22:46:51,914 - [INFO] - [E:64| 400]: Train Loss:0.0013027, Val MRR:0.29741, yago11k +2023-05-07 22:48:35,813 - [INFO] - [E:64| 500]: Train Loss:0.0013031, Val MRR:0.29741, yago11k +2023-05-07 22:50:08,285 - [INFO] - [E:64| 600]: Train Loss:0.0013042, Val MRR:0.29741, yago11k +2023-05-07 22:50:08,286 - [INFO] - [Epoch:64]: Training Loss:0.001304 + +2023-05-07 22:50:08,630 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 22:50:29,862 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 22:50:51,235 - [INFO] - [Evaluating Epoch 64 valid]: + MRR: Tail : 0.38586, Head : 0.21675, Avg : 0.30131 + +2023-05-07 22:50:52,184 - [INFO] - [Epoch 64]: Training Loss: 0.0013042, Valid MRR: 0.30131, + + + +2023-05-07 22:50:53,447 - [INFO] - [E:65| 0]: Train Loss:0.0013265, Val MRR:0.30131, yago11k +2023-05-07 22:52:37,453 - [INFO] - [E:65| 100]: Train Loss:0.0013001, Val MRR:0.30131, yago11k +2023-05-07 22:54:23,215 - [INFO] - [E:65| 200]: Train Loss:0.001298, Val MRR:0.30131, yago11k +2023-05-07 22:56:07,921 - [INFO] - [E:65| 300]: Train Loss:0.0012979, Val MRR:0.30131, yago11k +2023-05-07 22:57:48,231 - [INFO] - [E:65| 400]: Train Loss:0.0012983, Val MRR:0.30131, yago11k +2023-05-07 22:59:25,117 - [INFO] - [E:65| 500]: Train Loss:0.001299, Val MRR:0.30131, yago11k +2023-05-07 23:01:07,906 - [INFO] - [E:65| 600]: Train Loss:0.0013002, Val MRR:0.30131, yago11k +2023-05-07 23:01:07,906 - [INFO] - [Epoch:65]: Training Loss:0.0013 + +2023-05-07 23:01:08,381 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:01:29,263 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:01:50,124 - [INFO] - [Evaluating Epoch 65 valid]: + MRR: Tail : 0.38324, Head : 0.21893, Avg : 0.30109 + +2023-05-07 23:01:50,124 - [INFO] - [Epoch 65]: Training Loss: 0.0013002, Valid MRR: 0.30131, + + + +2023-05-07 23:01:51,296 - [INFO] - [E:66| 0]: Train Loss:0.0013307, Val MRR:0.30131, yago11k +2023-05-07 23:03:35,093 - [INFO] - [E:66| 100]: Train Loss:0.0012968, Val MRR:0.30131, yago11k +2023-05-07 23:05:18,644 - [INFO] - [E:66| 200]: Train Loss:0.0012937, Val MRR:0.30131, yago11k +2023-05-07 23:06:52,416 - [INFO] - [E:66| 300]: Train Loss:0.0012953, Val MRR:0.30131, yago11k +2023-05-07 23:08:36,769 - [INFO] - [E:66| 400]: Train Loss:0.0012966, Val MRR:0.30131, yago11k +2023-05-07 23:10:20,567 - [INFO] - [E:66| 500]: Train Loss:0.0012956, Val MRR:0.30131, yago11k +2023-05-07 23:12:03,843 - [INFO] - [E:66| 600]: Train Loss:0.0012963, Val MRR:0.30131, yago11k +2023-05-07 23:12:03,844 - [INFO] - [Epoch:66]: Training Loss:0.001296 + +2023-05-07 23:12:04,198 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:12:25,416 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:12:46,855 - [INFO] - [Evaluating Epoch 66 valid]: + MRR: Tail : 0.38422, Head : 0.21674, Avg : 0.30048 + +2023-05-07 23:12:46,855 - [INFO] - [Epoch 66]: Training Loss: 0.0012963, Valid MRR: 0.30131, + + + +2023-05-07 23:12:47,968 - [INFO] - [E:67| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k +2023-05-07 23:14:31,753 - [INFO] - [E:67| 100]: Train Loss:0.0012928, Val MRR:0.30131, yago11k +2023-05-07 23:16:05,564 - [INFO] - [E:67| 200]: Train Loss:0.0012903, Val MRR:0.30131, yago11k +2023-05-07 23:17:49,387 - [INFO] - [E:67| 300]: Train Loss:0.0012914, Val MRR:0.30131, yago11k +2023-05-07 23:19:33,871 - [INFO] - [E:67| 400]: Train Loss:0.0012926, Val MRR:0.30131, yago11k +2023-05-07 23:21:16,950 - [INFO] - [E:67| 500]: Train Loss:0.001292, Val MRR:0.30131, yago11k +2023-05-07 23:22:59,587 - [INFO] - [E:67| 600]: Train Loss:0.0012923, Val MRR:0.30131, yago11k +2023-05-07 23:22:59,587 - [INFO] - [Epoch:67]: Training Loss:0.001292 + +2023-05-07 23:23:00,008 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:23:20,826 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:23:41,843 - [INFO] - [Evaluating Epoch 67 valid]: + MRR: Tail : 0.38346, Head : 0.21883, Avg : 0.30115 + +2023-05-07 23:23:41,843 - [INFO] - [Epoch 67]: Training Loss: 0.0012923, Valid MRR: 0.30131, + + + +2023-05-07 23:23:42,510 - [INFO] - [E:68| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k +2023-05-07 23:25:16,059 - [INFO] - [E:68| 100]: Train Loss:0.0012932, Val MRR:0.30131, yago11k +2023-05-07 23:26:59,921 - [INFO] - [E:68| 200]: Train Loss:0.0012919, Val MRR:0.30131, yago11k +2023-05-07 23:28:44,244 - [INFO] - [E:68| 300]: Train Loss:0.0012902, Val MRR:0.30131, yago11k +2023-05-07 23:30:27,876 - [INFO] - [E:68| 400]: Train Loss:0.0012899, Val MRR:0.30131, yago11k +2023-05-07 23:32:12,027 - [INFO] - [E:68| 500]: Train Loss:0.0012895, Val MRR:0.30131, yago11k +2023-05-07 23:33:44,416 - [INFO] - [E:68| 600]: Train Loss:0.0012894, Val MRR:0.30131, yago11k +2023-05-07 23:33:44,416 - [INFO] - [Epoch:68]: Training Loss:0.001289 + +2023-05-07 23:33:44,706 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:34:05,866 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:34:26,466 - [INFO] - [Evaluating Epoch 68 valid]: + MRR: Tail : 0.38724, Head : 0.21907, Avg : 0.30315 + +2023-05-07 23:34:27,403 - [INFO] - [Epoch 68]: Training Loss: 0.0012894, Valid MRR: 0.30315, + + + +2023-05-07 23:34:28,196 - [INFO] - [E:69| 0]: Train Loss:0.0012858, Val MRR:0.30315, yago11k +2023-05-07 23:36:09,528 - [INFO] - [E:69| 100]: Train Loss:0.0012899, Val MRR:0.30315, yago11k +2023-05-07 23:37:52,748 - [INFO] - [E:69| 200]: Train Loss:0.0012878, Val MRR:0.30315, yago11k +2023-05-07 23:39:36,312 - [INFO] - [E:69| 300]: Train Loss:0.0012871, Val MRR:0.30315, yago11k +2023-05-07 23:41:08,885 - [INFO] - [E:69| 400]: Train Loss:0.0012868, Val MRR:0.30315, yago11k +2023-05-07 23:42:54,505 - [INFO] - [E:69| 500]: Train Loss:0.0012864, Val MRR:0.30315, yago11k +2023-05-07 23:44:37,870 - [INFO] - [E:69| 600]: Train Loss:0.0012864, Val MRR:0.30315, yago11k +2023-05-07 23:44:37,870 - [INFO] - [Epoch:69]: Training Loss:0.001286 + +2023-05-07 23:44:38,379 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:44:59,454 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:45:20,788 - [INFO] - [Evaluating Epoch 69 valid]: + MRR: Tail : 0.38295, Head : 0.22008, Avg : 0.30151 + MR: Tail : 264.92, Head : 640.25, Avg : 452.58 + Hit-1: Tail : 0.28119, Head : 0.17644, Avg : 0.22881 + Hit-3: Tail : 0.43846, Head : 0.21353, Avg : 0.32599 + Hit-10: Tail : 0.57141, Head : 0.3062, Avg : 0.4388 +2023-05-07 23:45:20,788 - [INFO] - [Epoch 69]: Training Loss: 0.0012864, Valid MRR: 0.30315, + + + +2023-05-07 23:45:21,648 - [INFO] - [E:70| 0]: Train Loss:0.0012876, Val MRR:0.30315, yago11k +2023-05-07 23:47:05,483 - [INFO] - [E:70| 100]: Train Loss:0.0012811, Val MRR:0.30315, yago11k +2023-05-07 23:48:48,917 - [INFO] - [E:70| 200]: Train Loss:0.0012791, Val MRR:0.30315, yago11k +2023-05-07 23:50:22,623 - [INFO] - [E:70| 300]: Train Loss:0.00128, Val MRR:0.30315, yago11k +2023-05-07 23:52:06,242 - [INFO] - [E:70| 400]: Train Loss:0.0012811, Val MRR:0.30315, yago11k +2023-05-07 23:53:50,754 - [INFO] - [E:70| 500]: Train Loss:0.0012815, Val MRR:0.30315, yago11k +2023-05-07 23:55:33,988 - [INFO] - [E:70| 600]: Train Loss:0.0012824, Val MRR:0.30315, yago11k +2023-05-07 23:55:33,988 - [INFO] - [Epoch:70]: Training Loss:0.001282 + +2023-05-07 23:55:34,249 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-07 23:55:55,250 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-07 23:56:16,302 - [INFO] - [Evaluating Epoch 70 valid]: + MRR: Tail : 0.38204, Head : 0.22024, Avg : 0.30114 + +2023-05-07 23:56:16,302 - [INFO] - [Epoch 70]: Training Loss: 0.0012824, Valid MRR: 0.30315, + + + +2023-05-07 23:56:17,510 - [INFO] - [E:71| 0]: Train Loss:0.0013377, Val MRR:0.30315, yago11k +2023-05-07 23:58:01,627 - [INFO] - [E:71| 100]: Train Loss:0.0012822, Val MRR:0.30315, yago11k +2023-05-07 23:59:34,586 - [INFO] - [E:71| 200]: Train Loss:0.0012796, Val MRR:0.30315, yago11k +2023-05-08 00:01:18,657 - [INFO] - [E:71| 300]: Train Loss:0.001279, Val MRR:0.30315, yago11k +2023-05-08 00:03:01,451 - [INFO] - [E:71| 400]: Train Loss:0.0012809, Val MRR:0.30315, yago11k +2023-05-08 00:04:44,966 - [INFO] - [E:71| 500]: Train Loss:0.0012811, Val MRR:0.30315, yago11k +2023-05-08 00:06:28,102 - [INFO] - [E:71| 600]: Train Loss:0.0012796, Val MRR:0.30315, yago11k +2023-05-08 00:06:28,103 - [INFO] - [Epoch:71]: Training Loss:0.00128 + +2023-05-08 00:06:28,440 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:06:48,399 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:07:00,441 - [INFO] - [Evaluating Epoch 71 valid]: + MRR: Tail : 0.38762, Head : 0.22035, Avg : 0.30398 + +2023-05-08 00:07:01,459 - [INFO] - [Epoch 71]: Training Loss: 0.0012796, Valid MRR: 0.30398, + + + +2023-05-08 00:07:02,104 - [INFO] - [E:72| 0]: Train Loss:0.00129, Val MRR:0.30398, yago11k +2023-05-08 00:08:44,703 - [INFO] - [E:72| 100]: Train Loss:0.0012761, Val MRR:0.30398, yago11k +2023-05-08 00:10:27,518 - [INFO] - [E:72| 200]: Train Loss:0.0012737, Val MRR:0.30398, yago11k +2023-05-08 00:12:11,011 - [INFO] - [E:72| 300]: Train Loss:0.0012746, Val MRR:0.30398, yago11k +2023-05-08 00:13:55,142 - [INFO] - [E:72| 400]: Train Loss:0.0012751, Val MRR:0.30398, yago11k +2023-05-08 00:15:34,978 - [INFO] - [E:72| 500]: Train Loss:0.0012761, Val MRR:0.30398, yago11k +2023-05-08 00:17:11,073 - [INFO] - [E:72| 600]: Train Loss:0.0012767, Val MRR:0.30398, yago11k +2023-05-08 00:17:11,073 - [INFO] - [Epoch:72]: Training Loss:0.001277 + +2023-05-08 00:17:11,417 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:17:33,010 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:17:53,847 - [INFO] - [Evaluating Epoch 72 valid]: + MRR: Tail : 0.38376, Head : 0.22308, Avg : 0.30342 + +2023-05-08 00:17:53,847 - [INFO] - [Epoch 72]: Training Loss: 0.0012767, Valid MRR: 0.30398, + + + +2023-05-08 00:17:54,913 - [INFO] - [E:73| 0]: Train Loss:0.0012608, Val MRR:0.30398, yago11k +2023-05-08 00:19:39,496 - [INFO] - [E:73| 100]: Train Loss:0.0012689, Val MRR:0.30398, yago11k +2023-05-08 00:21:23,811 - [INFO] - [E:73| 200]: Train Loss:0.0012724, Val MRR:0.30398, yago11k +2023-05-08 00:23:08,385 - [INFO] - [E:73| 300]: Train Loss:0.0012736, Val MRR:0.30398, yago11k +2023-05-08 00:24:41,756 - [INFO] - [E:73| 400]: Train Loss:0.0012737, Val MRR:0.30398, yago11k +2023-05-08 00:26:26,431 - [INFO] - [E:73| 500]: Train Loss:0.0012736, Val MRR:0.30398, yago11k +2023-05-08 00:28:10,106 - [INFO] - [E:73| 600]: Train Loss:0.0012741, Val MRR:0.30398, yago11k +2023-05-08 00:28:10,106 - [INFO] - [Epoch:73]: Training Loss:0.001274 + +2023-05-08 00:28:10,610 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:28:31,421 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:28:52,435 - [INFO] - [Evaluating Epoch 73 valid]: + MRR: Tail : 0.38495, Head : 0.22347, Avg : 0.30421 + +2023-05-08 00:28:53,400 - [INFO] - [Epoch 73]: Training Loss: 0.0012741, Valid MRR: 0.30421, + + + +2023-05-08 00:28:54,563 - [INFO] - [E:74| 0]: Train Loss:0.0012588, Val MRR:0.30421, yago11k +2023-05-08 00:30:40,153 - [INFO] - [E:74| 100]: Train Loss:0.0012743, Val MRR:0.30421, yago11k +2023-05-08 00:32:24,063 - [INFO] - [E:74| 200]: Train Loss:0.0012729, Val MRR:0.30421, yago11k +2023-05-08 00:33:57,286 - [INFO] - [E:74| 300]: Train Loss:0.0012719, Val MRR:0.30421, yago11k +2023-05-08 00:35:41,350 - [INFO] - [E:74| 400]: Train Loss:0.0012711, Val MRR:0.30421, yago11k +2023-05-08 00:37:24,668 - [INFO] - [E:74| 500]: Train Loss:0.0012708, Val MRR:0.30421, yago11k +2023-05-08 00:39:07,539 - [INFO] - [E:74| 600]: Train Loss:0.0012712, Val MRR:0.30421, yago11k +2023-05-08 00:39:07,539 - [INFO] - [Epoch:74]: Training Loss:0.001271 + +2023-05-08 00:39:07,883 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:39:28,899 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:39:50,234 - [INFO] - [Evaluating Epoch 74 valid]: + MRR: Tail : 0.38612, Head : 0.22196, Avg : 0.30404 + +2023-05-08 00:39:50,234 - [INFO] - [Epoch 74]: Training Loss: 0.0012712, Valid MRR: 0.30421, + + + +2023-05-08 00:39:51,379 - [INFO] - [E:75| 0]: Train Loss:0.0012754, Val MRR:0.30421, yago11k +2023-05-08 00:41:33,278 - [INFO] - [E:75| 100]: Train Loss:0.0012623, Val MRR:0.30421, yago11k +2023-05-08 00:43:07,367 - [INFO] - [E:75| 200]: Train Loss:0.0012659, Val MRR:0.30421, yago11k +2023-05-08 00:44:50,396 - [INFO] - [E:75| 300]: Train Loss:0.0012669, Val MRR:0.30421, yago11k +2023-05-08 00:46:33,674 - [INFO] - [E:75| 400]: Train Loss:0.001268, Val MRR:0.30421, yago11k +2023-05-08 00:48:16,894 - [INFO] - [E:75| 500]: Train Loss:0.0012684, Val MRR:0.30421, yago11k +2023-05-08 00:49:59,220 - [INFO] - [E:75| 600]: Train Loss:0.0012687, Val MRR:0.30421, yago11k +2023-05-08 00:49:59,221 - [INFO] - [Epoch:75]: Training Loss:0.001269 + +2023-05-08 00:49:59,557 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 00:50:17,373 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 00:50:29,389 - [INFO] - [Evaluating Epoch 75 valid]: + MRR: Tail : 0.39155, Head : 0.22337, Avg : 0.30746 + +2023-05-08 00:50:30,381 - [INFO] - [Epoch 75]: Training Loss: 0.0012687, Valid MRR: 0.30746, + + + +2023-05-08 00:50:31,713 - [INFO] - [E:76| 0]: Train Loss:0.0012586, Val MRR:0.30746, yago11k +2023-05-08 00:52:15,300 - [INFO] - [E:76| 100]: Train Loss:0.0012638, Val MRR:0.30746, yago11k +2023-05-08 00:53:59,154 - [INFO] - [E:76| 200]: Train Loss:0.0012621, Val MRR:0.30746, yago11k +2023-05-08 00:55:43,071 - [INFO] - [E:76| 300]: Train Loss:0.0012641, Val MRR:0.30746, yago11k +2023-05-08 00:57:26,472 - [INFO] - [E:76| 400]: Train Loss:0.0012633, Val MRR:0.30746, yago11k +2023-05-08 00:59:03,287 - [INFO] - [E:76| 500]: Train Loss:0.0012652, Val MRR:0.30746, yago11k +2023-05-08 01:00:42,279 - [INFO] - [E:76| 600]: Train Loss:0.0012653, Val MRR:0.30746, yago11k +2023-05-08 01:00:42,279 - [INFO] - [Epoch:76]: Training Loss:0.001265 + +2023-05-08 01:00:42,759 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:01:03,797 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:01:25,437 - [INFO] - [Evaluating Epoch 76 valid]: + MRR: Tail : 0.38713, Head : 0.22238, Avg : 0.30476 + +2023-05-08 01:01:25,437 - [INFO] - [Epoch 76]: Training Loss: 0.0012653, Valid MRR: 0.30746, + + + +2023-05-08 01:01:26,396 - [INFO] - [E:77| 0]: Train Loss:0.0012384, Val MRR:0.30746, yago11k +2023-05-08 01:03:10,687 - [INFO] - [E:77| 100]: Train Loss:0.0012645, Val MRR:0.30746, yago11k +2023-05-08 01:04:54,040 - [INFO] - [E:77| 200]: Train Loss:0.0012657, Val MRR:0.30746, yago11k +2023-05-08 01:06:36,021 - [INFO] - [E:77| 300]: Train Loss:0.0012632, Val MRR:0.30746, yago11k +2023-05-08 01:08:07,160 - [INFO] - [E:77| 400]: Train Loss:0.001263, Val MRR:0.30746, yago11k +2023-05-08 01:09:50,442 - [INFO] - [E:77| 500]: Train Loss:0.0012628, Val MRR:0.30746, yago11k +2023-05-08 01:11:32,806 - [INFO] - [E:77| 600]: Train Loss:0.001263, Val MRR:0.30746, yago11k +2023-05-08 01:11:32,806 - [INFO] - [Epoch:77]: Training Loss:0.001263 + +2023-05-08 01:11:33,158 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:11:54,549 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:12:15,663 - [INFO] - [Evaluating Epoch 77 valid]: + MRR: Tail : 0.38781, Head : 0.22324, Avg : 0.30553 + +2023-05-08 01:12:15,663 - [INFO] - [Epoch 77]: Training Loss: 0.001263, Valid MRR: 0.30746, + + + +2023-05-08 01:12:16,741 - [INFO] - [E:78| 0]: Train Loss:0.0012587, Val MRR:0.30746, yago11k +2023-05-08 01:13:59,548 - [INFO] - [E:78| 100]: Train Loss:0.0012621, Val MRR:0.30746, yago11k +2023-05-08 01:15:42,698 - [INFO] - [E:78| 200]: Train Loss:0.0012612, Val MRR:0.30746, yago11k +2023-05-08 01:17:15,794 - [INFO] - [E:78| 300]: Train Loss:0.0012603, Val MRR:0.30746, yago11k +2023-05-08 01:19:02,416 - [INFO] - [E:78| 400]: Train Loss:0.001259, Val MRR:0.30746, yago11k +2023-05-08 01:20:46,787 - [INFO] - [E:78| 500]: Train Loss:0.0012592, Val MRR:0.30746, yago11k +2023-05-08 01:22:29,312 - [INFO] - [E:78| 600]: Train Loss:0.00126, Val MRR:0.30746, yago11k +2023-05-08 01:22:29,312 - [INFO] - [Epoch:78]: Training Loss:0.00126 + +2023-05-08 01:22:29,833 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:22:50,693 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:23:11,937 - [INFO] - [Evaluating Epoch 78 valid]: + MRR: Tail : 0.38931, Head : 0.22264, Avg : 0.30597 + +2023-05-08 01:23:11,937 - [INFO] - [Epoch 78]: Training Loss: 0.00126, Valid MRR: 0.30746, + + + +2023-05-08 01:23:13,116 - [INFO] - [E:79| 0]: Train Loss:0.0012157, Val MRR:0.30746, yago11k +2023-05-08 01:24:54,037 - [INFO] - [E:79| 100]: Train Loss:0.0012562, Val MRR:0.30746, yago11k +2023-05-08 01:26:30,407 - [INFO] - [E:79| 200]: Train Loss:0.001256, Val MRR:0.30746, yago11k +2023-05-08 01:28:14,736 - [INFO] - [E:79| 300]: Train Loss:0.0012556, Val MRR:0.30746, yago11k +2023-05-08 01:29:59,350 - [INFO] - [E:79| 400]: Train Loss:0.0012564, Val MRR:0.30746, yago11k +2023-05-08 01:31:43,954 - [INFO] - [E:79| 500]: Train Loss:0.0012572, Val MRR:0.30746, yago11k +2023-05-08 01:33:26,984 - [INFO] - [E:79| 600]: Train Loss:0.0012582, Val MRR:0.30746, yago11k +2023-05-08 01:33:26,984 - [INFO] - [Epoch:79]: Training Loss:0.001258 + +2023-05-08 01:33:27,219 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:33:39,402 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:33:57,133 - [INFO] - [Evaluating Epoch 79 valid]: + MRR: Tail : 0.3909, Head : 0.2246, Avg : 0.30775 + MR: Tail : 304.12, Head : 657.52, Avg : 480.82 + Hit-1: Tail : 0.29272, Head : 0.18144, Avg : 0.23708 + Hit-3: Tail : 0.43943, Head : 0.21645, Avg : 0.32794 + Hit-10: Tail : 0.58155, Head : 0.31231, Avg : 0.44693 +2023-05-08 01:33:58,081 - [INFO] - [Epoch 79]: Training Loss: 0.0012582, Valid MRR: 0.30775, + + + +2023-05-08 01:33:59,310 - [INFO] - [E:80| 0]: Train Loss:0.0012311, Val MRR:0.30775, yago11k +2023-05-08 01:35:42,186 - [INFO] - [E:80| 100]: Train Loss:0.0012525, Val MRR:0.30775, yago11k +2023-05-08 01:37:25,528 - [INFO] - [E:80| 200]: Train Loss:0.0012517, Val MRR:0.30775, yago11k +2023-05-08 01:39:08,302 - [INFO] - [E:80| 300]: Train Loss:0.0012544, Val MRR:0.30775, yago11k +2023-05-08 01:40:51,301 - [INFO] - [E:80| 400]: Train Loss:0.0012553, Val MRR:0.30775, yago11k +2023-05-08 01:42:24,478 - [INFO] - [E:80| 500]: Train Loss:0.0012551, Val MRR:0.30775, yago11k +2023-05-08 01:44:06,431 - [INFO] - [E:80| 600]: Train Loss:0.0012556, Val MRR:0.30775, yago11k +2023-05-08 01:44:06,432 - [INFO] - [Epoch:80]: Training Loss:0.001256 + +2023-05-08 01:44:06,773 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:44:28,187 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:44:49,576 - [INFO] - [Evaluating Epoch 80 valid]: + MRR: Tail : 0.38552, Head : 0.22465, Avg : 0.30508 + +2023-05-08 01:44:49,577 - [INFO] - [Epoch 80]: Training Loss: 0.0012556, Valid MRR: 0.30775, + + + +2023-05-08 01:44:50,416 - [INFO] - [E:81| 0]: Train Loss:0.0012571, Val MRR:0.30775, yago11k +2023-05-08 01:46:34,694 - [INFO] - [E:81| 100]: Train Loss:0.0012515, Val MRR:0.30775, yago11k +2023-05-08 01:48:18,480 - [INFO] - [E:81| 200]: Train Loss:0.0012519, Val MRR:0.30775, yago11k +2023-05-08 01:50:02,114 - [INFO] - [E:81| 300]: Train Loss:0.0012522, Val MRR:0.30775, yago11k +2023-05-08 01:51:34,818 - [INFO] - [E:81| 400]: Train Loss:0.0012522, Val MRR:0.30775, yago11k +2023-05-08 01:53:18,014 - [INFO] - [E:81| 500]: Train Loss:0.0012526, Val MRR:0.30775, yago11k +2023-05-08 01:55:00,175 - [INFO] - [E:81| 600]: Train Loss:0.0012528, Val MRR:0.30775, yago11k +2023-05-08 01:55:00,176 - [INFO] - [Epoch:81]: Training Loss:0.001253 + +2023-05-08 01:55:00,552 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 01:55:21,431 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 01:55:42,589 - [INFO] - [Evaluating Epoch 81 valid]: + MRR: Tail : 0.38942, Head : 0.22444, Avg : 0.30693 + +2023-05-08 01:55:42,589 - [INFO] - [Epoch 81]: Training Loss: 0.0012528, Valid MRR: 0.30775, + + + +2023-05-08 01:55:43,689 - [INFO] - [E:82| 0]: Train Loss:0.0012708, Val MRR:0.30775, yago11k +2023-05-08 01:57:27,131 - [INFO] - [E:82| 100]: Train Loss:0.001247, Val MRR:0.30775, yago11k +2023-05-08 01:59:10,619 - [INFO] - [E:82| 200]: Train Loss:0.0012485, Val MRR:0.30775, yago11k +2023-05-08 02:00:43,863 - [INFO] - [E:82| 300]: Train Loss:0.0012496, Val MRR:0.30775, yago11k +2023-05-08 02:02:27,921 - [INFO] - [E:82| 400]: Train Loss:0.0012501, Val MRR:0.30775, yago11k +2023-05-08 02:04:12,112 - [INFO] - [E:82| 500]: Train Loss:0.0012512, Val MRR:0.30775, yago11k +2023-05-08 02:05:57,099 - [INFO] - [E:82| 600]: Train Loss:0.001251, Val MRR:0.30775, yago11k +2023-05-08 02:05:57,099 - [INFO] - [Epoch:82]: Training Loss:0.001251 + +2023-05-08 02:05:57,392 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:06:18,305 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:06:39,164 - [INFO] - [Evaluating Epoch 82 valid]: + MRR: Tail : 0.38967, Head : 0.22482, Avg : 0.30724 + +2023-05-08 02:06:39,164 - [INFO] - [Epoch 82]: Training Loss: 0.001251, Valid MRR: 0.30775, + + + +2023-05-08 02:06:40,366 - [INFO] - [E:83| 0]: Train Loss:0.0012854, Val MRR:0.30775, yago11k +2023-05-08 02:08:19,452 - [INFO] - [E:83| 100]: Train Loss:0.0012484, Val MRR:0.30775, yago11k +2023-05-08 02:09:57,128 - [INFO] - [E:83| 200]: Train Loss:0.0012471, Val MRR:0.30775, yago11k +2023-05-08 02:11:40,431 - [INFO] - [E:83| 300]: Train Loss:0.0012457, Val MRR:0.30775, yago11k +2023-05-08 02:13:23,560 - [INFO] - [E:83| 400]: Train Loss:0.0012468, Val MRR:0.30775, yago11k +2023-05-08 02:15:07,628 - [INFO] - [E:83| 500]: Train Loss:0.0012479, Val MRR:0.30775, yago11k +2023-05-08 02:16:51,111 - [INFO] - [E:83| 600]: Train Loss:0.0012484, Val MRR:0.30775, yago11k +2023-05-08 02:16:51,111 - [INFO] - [Epoch:83]: Training Loss:0.001248 + +2023-05-08 02:16:51,337 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:17:03,525 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:17:20,902 - [INFO] - [Evaluating Epoch 83 valid]: + MRR: Tail : 0.39523, Head : 0.22374, Avg : 0.30948 + +2023-05-08 02:17:21,851 - [INFO] - [Epoch 83]: Training Loss: 0.0012484, Valid MRR: 0.30948, + + + +2023-05-08 02:17:23,191 - [INFO] - [E:84| 0]: Train Loss:0.0012143, Val MRR:0.30948, yago11k +2023-05-08 02:19:07,484 - [INFO] - [E:84| 100]: Train Loss:0.0012417, Val MRR:0.30948, yago11k +2023-05-08 02:20:52,524 - [INFO] - [E:84| 200]: Train Loss:0.0012431, Val MRR:0.30948, yago11k +2023-05-08 02:22:35,942 - [INFO] - [E:84| 300]: Train Loss:0.0012435, Val MRR:0.30948, yago11k +2023-05-08 02:24:20,289 - [INFO] - [E:84| 400]: Train Loss:0.0012456, Val MRR:0.30948, yago11k +2023-05-08 02:25:53,532 - [INFO] - [E:84| 500]: Train Loss:0.0012456, Val MRR:0.30948, yago11k +2023-05-08 02:27:35,712 - [INFO] - [E:84| 600]: Train Loss:0.0012466, Val MRR:0.30948, yago11k +2023-05-08 02:27:35,712 - [INFO] - [Epoch:84]: Training Loss:0.001247 + +2023-05-08 02:27:36,042 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:27:57,407 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:28:18,241 - [INFO] - [Evaluating Epoch 84 valid]: + MRR: Tail : 0.39091, Head : 0.22492, Avg : 0.30791 + +2023-05-08 02:28:18,241 - [INFO] - [Epoch 84]: Training Loss: 0.0012466, Valid MRR: 0.30948, + + + +2023-05-08 02:28:19,306 - [INFO] - [E:85| 0]: Train Loss:0.0012598, Val MRR:0.30948, yago11k +2023-05-08 02:30:02,344 - [INFO] - [E:85| 100]: Train Loss:0.0012426, Val MRR:0.30948, yago11k +2023-05-08 02:31:45,455 - [INFO] - [E:85| 200]: Train Loss:0.0012424, Val MRR:0.30948, yago11k +2023-05-08 02:33:28,500 - [INFO] - [E:85| 300]: Train Loss:0.0012431, Val MRR:0.30948, yago11k +2023-05-08 02:35:01,336 - [INFO] - [E:85| 400]: Train Loss:0.0012436, Val MRR:0.30948, yago11k +2023-05-08 02:36:43,607 - [INFO] - [E:85| 500]: Train Loss:0.0012441, Val MRR:0.30948, yago11k +2023-05-08 02:38:24,627 - [INFO] - [E:85| 600]: Train Loss:0.0012446, Val MRR:0.30948, yago11k +2023-05-08 02:38:24,628 - [INFO] - [Epoch:85]: Training Loss:0.001245 + +2023-05-08 02:38:24,978 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:38:45,221 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:39:05,713 - [INFO] - [Evaluating Epoch 85 valid]: + MRR: Tail : 0.38863, Head : 0.22506, Avg : 0.30684 + +2023-05-08 02:39:05,713 - [INFO] - [Epoch 85]: Training Loss: 0.0012446, Valid MRR: 0.30948, + + + +2023-05-08 02:39:06,906 - [INFO] - [E:86| 0]: Train Loss:0.0012665, Val MRR:0.30948, yago11k +2023-05-08 02:40:50,366 - [INFO] - [E:86| 100]: Train Loss:0.0012391, Val MRR:0.30948, yago11k +2023-05-08 02:42:32,764 - [INFO] - [E:86| 200]: Train Loss:0.0012409, Val MRR:0.30948, yago11k +2023-05-08 02:44:06,012 - [INFO] - [E:86| 300]: Train Loss:0.0012412, Val MRR:0.30948, yago11k +2023-05-08 02:45:49,098 - [INFO] - [E:86| 400]: Train Loss:0.0012425, Val MRR:0.30948, yago11k +2023-05-08 02:47:33,199 - [INFO] - [E:86| 500]: Train Loss:0.0012424, Val MRR:0.30948, yago11k +2023-05-08 02:49:16,469 - [INFO] - [E:86| 600]: Train Loss:0.0012425, Val MRR:0.30948, yago11k +2023-05-08 02:49:16,469 - [INFO] - [Epoch:86]: Training Loss:0.001243 + +2023-05-08 02:49:16,989 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 02:49:37,703 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 02:49:58,917 - [INFO] - [Evaluating Epoch 86 valid]: + MRR: Tail : 0.39393, Head : 0.22597, Avg : 0.30995 + +2023-05-08 02:49:59,852 - [INFO] - [Epoch 86]: Training Loss: 0.0012425, Valid MRR: 0.30995, + + + +2023-05-08 02:50:01,030 - [INFO] - [E:87| 0]: Train Loss:0.0012195, Val MRR:0.30995, yago11k +2023-05-08 02:51:33,773 - [INFO] - [E:87| 100]: Train Loss:0.0012394, Val MRR:0.30995, yago11k +2023-05-08 02:53:18,450 - [INFO] - [E:87| 200]: Train Loss:0.0012373, Val MRR:0.30995, yago11k +2023-05-08 02:55:01,213 - [INFO] - [E:87| 300]: Train Loss:0.0012381, Val MRR:0.30995, yago11k +2023-05-08 02:56:43,969 - [INFO] - [E:87| 400]: Train Loss:0.0012386, Val MRR:0.30995, yago11k +2023-05-08 02:58:26,929 - [INFO] - [E:87| 500]: Train Loss:0.0012394, Val MRR:0.30995, yago11k +2023-05-08 03:00:05,131 - [INFO] - [E:87| 600]: Train Loss:0.0012401, Val MRR:0.30995, yago11k +2023-05-08 03:00:05,132 - [INFO] - [Epoch:87]: Training Loss:0.00124 + +2023-05-08 03:00:05,351 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:00:19,139 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:00:40,286 - [INFO] - [Evaluating Epoch 87 valid]: + MRR: Tail : 0.3923, Head : 0.22652, Avg : 0.30941 + +2023-05-08 03:00:40,286 - [INFO] - [Epoch 87]: Training Loss: 0.0012401, Valid MRR: 0.30995, + + + +2023-05-08 03:00:41,121 - [INFO] - [E:88| 0]: Train Loss:0.0012184, Val MRR:0.30995, yago11k +2023-05-08 03:02:24,111 - [INFO] - [E:88| 100]: Train Loss:0.0012346, Val MRR:0.30995, yago11k +2023-05-08 03:04:07,287 - [INFO] - [E:88| 200]: Train Loss:0.001234, Val MRR:0.30995, yago11k +2023-05-08 03:05:50,448 - [INFO] - [E:88| 300]: Train Loss:0.0012351, Val MRR:0.30995, yago11k +2023-05-08 03:07:33,474 - [INFO] - [E:88| 400]: Train Loss:0.0012356, Val MRR:0.30995, yago11k +2023-05-08 03:09:06,249 - [INFO] - [E:88| 500]: Train Loss:0.0012359, Val MRR:0.30995, yago11k +2023-05-08 03:10:49,595 - [INFO] - [E:88| 600]: Train Loss:0.0012377, Val MRR:0.30995, yago11k +2023-05-08 03:10:49,595 - [INFO] - [Epoch:88]: Training Loss:0.001238 + +2023-05-08 03:10:49,927 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:11:11,103 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:11:32,309 - [INFO] - [Evaluating Epoch 88 valid]: + MRR: Tail : 0.39082, Head : 0.22694, Avg : 0.30888 + +2023-05-08 03:11:32,309 - [INFO] - [Epoch 88]: Training Loss: 0.0012377, Valid MRR: 0.30995, + + + +2023-05-08 03:11:33,472 - [INFO] - [E:89| 0]: Train Loss:0.0012256, Val MRR:0.30995, yago11k +2023-05-08 03:13:17,202 - [INFO] - [E:89| 100]: Train Loss:0.0012296, Val MRR:0.30995, yago11k +2023-05-08 03:15:00,627 - [INFO] - [E:89| 200]: Train Loss:0.0012323, Val MRR:0.30995, yago11k +2023-05-08 03:16:43,712 - [INFO] - [E:89| 300]: Train Loss:0.0012338, Val MRR:0.30995, yago11k +2023-05-08 03:18:16,991 - [INFO] - [E:89| 400]: Train Loss:0.0012349, Val MRR:0.30995, yago11k +2023-05-08 03:20:00,614 - [INFO] - [E:89| 500]: Train Loss:0.0012355, Val MRR:0.30995, yago11k +2023-05-08 03:21:42,976 - [INFO] - [E:89| 600]: Train Loss:0.0012363, Val MRR:0.30995, yago11k +2023-05-08 03:21:42,977 - [INFO] - [Epoch:89]: Training Loss:0.001236 + +2023-05-08 03:21:43,488 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:22:04,656 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:22:25,735 - [INFO] - [Evaluating Epoch 89 valid]: + MRR: Tail : 0.39052, Head : 0.22641, Avg : 0.30847 + MR: Tail : 326.99, Head : 673.93, Avg : 500.46 + Hit-1: Tail : 0.29105, Head : 0.18255, Avg : 0.2368 + Hit-3: Tail : 0.44318, Head : 0.21756, Avg : 0.33037 + Hit-10: Tail : 0.57808, Head : 0.3155, Avg : 0.44679 +2023-05-08 03:22:25,735 - [INFO] - [Epoch 89]: Training Loss: 0.0012363, Valid MRR: 0.30995, + + + +2023-05-08 03:22:26,822 - [INFO] - [E:90| 0]: Train Loss:0.0012032, Val MRR:0.30995, yago11k +2023-05-08 03:24:10,874 - [INFO] - [E:90| 100]: Train Loss:0.0012309, Val MRR:0.30995, yago11k +2023-05-08 03:25:54,421 - [INFO] - [E:90| 200]: Train Loss:0.001232, Val MRR:0.30995, yago11k +2023-05-08 03:27:27,259 - [INFO] - [E:90| 300]: Train Loss:0.0012331, Val MRR:0.30995, yago11k +2023-05-08 03:29:11,468 - [INFO] - [E:90| 400]: Train Loss:0.0012342, Val MRR:0.30995, yago11k +2023-05-08 03:30:55,446 - [INFO] - [E:90| 500]: Train Loss:0.0012348, Val MRR:0.30995, yago11k +2023-05-08 03:32:38,844 - [INFO] - [E:90| 600]: Train Loss:0.0012344, Val MRR:0.30995, yago11k +2023-05-08 03:32:38,844 - [INFO] - [Epoch:90]: Training Loss:0.001234 + +2023-05-08 03:32:39,242 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:33:00,359 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:33:22,036 - [INFO] - [Evaluating Epoch 90 valid]: + MRR: Tail : 0.38807, Head : 0.22703, Avg : 0.30755 + +2023-05-08 03:33:22,036 - [INFO] - [Epoch 90]: Training Loss: 0.0012344, Valid MRR: 0.30995, + + + +2023-05-08 03:33:22,985 - [INFO] - [E:91| 0]: Train Loss:0.0012487, Val MRR:0.30995, yago11k +2023-05-08 03:34:56,676 - [INFO] - [E:91| 100]: Train Loss:0.0012307, Val MRR:0.30995, yago11k +2023-05-08 03:36:40,410 - [INFO] - [E:91| 200]: Train Loss:0.0012333, Val MRR:0.30995, yago11k +2023-05-08 03:38:24,494 - [INFO] - [E:91| 300]: Train Loss:0.0012326, Val MRR:0.30995, yago11k +2023-05-08 03:40:08,021 - [INFO] - [E:91| 400]: Train Loss:0.0012316, Val MRR:0.30995, yago11k +2023-05-08 03:41:53,206 - [INFO] - [E:91| 500]: Train Loss:0.0012322, Val MRR:0.30995, yago11k +2023-05-08 03:43:30,316 - [INFO] - [E:91| 600]: Train Loss:0.0012325, Val MRR:0.30995, yago11k +2023-05-08 03:43:30,316 - [INFO] - [Epoch:91]: Training Loss:0.001233 + +2023-05-08 03:43:30,535 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:43:46,683 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:44:07,796 - [INFO] - [Evaluating Epoch 91 valid]: + MRR: Tail : 0.39203, Head : 0.22682, Avg : 0.30943 + +2023-05-08 03:44:07,796 - [INFO] - [Epoch 91]: Training Loss: 0.0012325, Valid MRR: 0.30995, + + + +2023-05-08 03:44:08,971 - [INFO] - [E:92| 0]: Train Loss:0.0012154, Val MRR:0.30995, yago11k +2023-05-08 03:45:52,244 - [INFO] - [E:92| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k +2023-05-08 03:47:35,316 - [INFO] - [E:92| 200]: Train Loss:0.0012292, Val MRR:0.30995, yago11k +2023-05-08 03:49:18,496 - [INFO] - [E:92| 300]: Train Loss:0.0012302, Val MRR:0.30995, yago11k +2023-05-08 03:51:01,759 - [INFO] - [E:92| 400]: Train Loss:0.0012302, Val MRR:0.30995, yago11k +2023-05-08 03:52:34,375 - [INFO] - [E:92| 500]: Train Loss:0.0012303, Val MRR:0.30995, yago11k +2023-05-08 03:54:16,791 - [INFO] - [E:92| 600]: Train Loss:0.0012303, Val MRR:0.30995, yago11k +2023-05-08 03:54:16,791 - [INFO] - [Epoch:92]: Training Loss:0.00123 + +2023-05-08 03:54:17,141 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 03:54:38,592 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 03:54:59,266 - [INFO] - [Evaluating Epoch 92 valid]: + MRR: Tail : 0.39046, Head : 0.22821, Avg : 0.30933 + +2023-05-08 03:54:59,266 - [INFO] - [Epoch 92]: Training Loss: 0.0012303, Valid MRR: 0.30995, + + + +2023-05-08 03:55:00,337 - [INFO] - [E:93| 0]: Train Loss:0.0012263, Val MRR:0.30995, yago11k +2023-05-08 03:56:43,769 - [INFO] - [E:93| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k +2023-05-08 03:58:26,959 - [INFO] - [E:93| 200]: Train Loss:0.0012252, Val MRR:0.30995, yago11k +2023-05-08 04:00:10,341 - [INFO] - [E:93| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k +2023-05-08 04:01:43,396 - [INFO] - [E:93| 400]: Train Loss:0.0012281, Val MRR:0.30995, yago11k +2023-05-08 04:03:26,721 - [INFO] - [E:93| 500]: Train Loss:0.0012293, Val MRR:0.30995, yago11k +2023-05-08 04:05:09,033 - [INFO] - [E:93| 600]: Train Loss:0.0012293, Val MRR:0.30995, yago11k +2023-05-08 04:05:09,033 - [INFO] - [Epoch:93]: Training Loss:0.001229 + +2023-05-08 04:05:09,552 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:05:30,535 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:05:51,828 - [INFO] - [Evaluating Epoch 93 valid]: + MRR: Tail : 0.38945, Head : 0.22682, Avg : 0.30814 + +2023-05-08 04:05:51,828 - [INFO] - [Epoch 93]: Training Loss: 0.0012293, Valid MRR: 0.30995, + + + +2023-05-08 04:05:53,002 - [INFO] - [E:94| 0]: Train Loss:0.0011981, Val MRR:0.30995, yago11k +2023-05-08 04:07:36,168 - [INFO] - [E:94| 100]: Train Loss:0.0012241, Val MRR:0.30995, yago11k +2023-05-08 04:09:13,698 - [INFO] - [E:94| 200]: Train Loss:0.0012265, Val MRR:0.30995, yago11k +2023-05-08 04:10:49,264 - [INFO] - [E:94| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k +2023-05-08 04:12:33,645 - [INFO] - [E:94| 400]: Train Loss:0.001227, Val MRR:0.30995, yago11k +2023-05-08 04:14:17,170 - [INFO] - [E:94| 500]: Train Loss:0.0012278, Val MRR:0.30995, yago11k +2023-05-08 04:16:00,607 - [INFO] - [E:94| 600]: Train Loss:0.0012275, Val MRR:0.30995, yago11k +2023-05-08 04:16:00,607 - [INFO] - [Epoch:94]: Training Loss:0.001227 + +2023-05-08 04:16:00,914 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:16:21,821 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:16:43,293 - [INFO] - [Evaluating Epoch 94 valid]: + MRR: Tail : 0.39122, Head : 0.22678, Avg : 0.309 + +2023-05-08 04:16:43,293 - [INFO] - [Epoch 94]: Training Loss: 0.0012275, Valid MRR: 0.30995, + + + +2023-05-08 04:16:44,272 - [INFO] - [E:95| 0]: Train Loss:0.001184, Val MRR:0.30995, yago11k +2023-05-08 04:18:18,386 - [INFO] - [E:95| 100]: Train Loss:0.0012207, Val MRR:0.30995, yago11k +2023-05-08 04:20:01,659 - [INFO] - [E:95| 200]: Train Loss:0.0012213, Val MRR:0.30995, yago11k +2023-05-08 04:21:45,108 - [INFO] - [E:95| 300]: Train Loss:0.0012222, Val MRR:0.30995, yago11k +2023-05-08 04:23:28,524 - [INFO] - [E:95| 400]: Train Loss:0.0012238, Val MRR:0.30995, yago11k +2023-05-08 04:25:11,957 - [INFO] - [E:95| 500]: Train Loss:0.0012248, Val MRR:0.30995, yago11k +2023-05-08 04:26:44,384 - [INFO] - [E:95| 600]: Train Loss:0.0012255, Val MRR:0.30995, yago11k +2023-05-08 04:26:44,384 - [INFO] - [Epoch:95]: Training Loss:0.001226 + +2023-05-08 04:26:44,710 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:27:06,047 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:27:27,398 - [INFO] - [Evaluating Epoch 95 valid]: + MRR: Tail : 0.39679, Head : 0.22703, Avg : 0.31191 + +2023-05-08 04:27:28,341 - [INFO] - [Epoch 95]: Training Loss: 0.0012255, Valid MRR: 0.31191, + + + +2023-05-08 04:27:29,537 - [INFO] - [E:96| 0]: Train Loss:0.0012285, Val MRR:0.31191, yago11k +2023-05-08 04:29:15,041 - [INFO] - [E:96| 100]: Train Loss:0.0012201, Val MRR:0.31191, yago11k +2023-05-08 04:30:58,533 - [INFO] - [E:96| 200]: Train Loss:0.0012209, Val MRR:0.31191, yago11k +2023-05-08 04:32:42,991 - [INFO] - [E:96| 300]: Train Loss:0.0012211, Val MRR:0.31191, yago11k +2023-05-08 04:34:27,468 - [INFO] - [E:96| 400]: Train Loss:0.0012231, Val MRR:0.31191, yago11k +2023-05-08 04:36:00,540 - [INFO] - [E:96| 500]: Train Loss:0.0012241, Val MRR:0.31191, yago11k +2023-05-08 04:37:43,717 - [INFO] - [E:96| 600]: Train Loss:0.0012243, Val MRR:0.31191, yago11k +2023-05-08 04:37:43,717 - [INFO] - [Epoch:96]: Training Loss:0.001224 + +2023-05-08 04:37:44,093 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:38:05,009 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:38:26,578 - [INFO] - [Evaluating Epoch 96 valid]: + MRR: Tail : 0.39133, Head : 0.22575, Avg : 0.30854 + +2023-05-08 04:38:26,578 - [INFO] - [Epoch 96]: Training Loss: 0.0012243, Valid MRR: 0.31191, + + + +2023-05-08 04:38:27,475 - [INFO] - [E:97| 0]: Train Loss:0.0011991, Val MRR:0.31191, yago11k +2023-05-08 04:40:10,885 - [INFO] - [E:97| 100]: Train Loss:0.0012233, Val MRR:0.31191, yago11k +2023-05-08 04:41:54,155 - [INFO] - [E:97| 200]: Train Loss:0.0012218, Val MRR:0.31191, yago11k +2023-05-08 04:43:37,512 - [INFO] - [E:97| 300]: Train Loss:0.0012216, Val MRR:0.31191, yago11k +2023-05-08 04:45:10,134 - [INFO] - [E:97| 400]: Train Loss:0.0012221, Val MRR:0.31191, yago11k +2023-05-08 04:46:53,808 - [INFO] - [E:97| 500]: Train Loss:0.0012218, Val MRR:0.31191, yago11k +2023-05-08 04:48:36,361 - [INFO] - [E:97| 600]: Train Loss:0.001222, Val MRR:0.31191, yago11k +2023-05-08 04:48:36,361 - [INFO] - [Epoch:97]: Training Loss:0.001222 + +2023-05-08 04:48:36,758 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:48:57,881 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 04:49:19,304 - [INFO] - [Evaluating Epoch 97 valid]: + MRR: Tail : 0.39274, Head : 0.22751, Avg : 0.31013 + +2023-05-08 04:49:19,304 - [INFO] - [Epoch 97]: Training Loss: 0.001222, Valid MRR: 0.31191, + + + +2023-05-08 04:49:20,140 - [INFO] - [E:98| 0]: Train Loss:0.0012346, Val MRR:0.31191, yago11k +2023-05-08 04:51:03,299 - [INFO] - [E:98| 100]: Train Loss:0.0012219, Val MRR:0.31191, yago11k +2023-05-08 04:52:39,896 - [INFO] - [E:98| 200]: Train Loss:0.0012192, Val MRR:0.31191, yago11k +2023-05-08 04:54:19,643 - [INFO] - [E:98| 300]: Train Loss:0.0012196, Val MRR:0.31191, yago11k +2023-05-08 04:56:02,345 - [INFO] - [E:98| 400]: Train Loss:0.0012194, Val MRR:0.31191, yago11k +2023-05-08 04:57:45,543 - [INFO] - [E:98| 500]: Train Loss:0.0012204, Val MRR:0.31191, yago11k +2023-05-08 04:59:28,677 - [INFO] - [E:98| 600]: Train Loss:0.0012206, Val MRR:0.31191, yago11k +2023-05-08 04:59:28,677 - [INFO] - [Epoch:98]: Training Loss:0.001221 + +2023-05-08 04:59:29,026 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 04:59:49,848 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:00:10,804 - [INFO] - [Evaluating Epoch 98 valid]: + MRR: Tail : 0.40045, Head : 0.22669, Avg : 0.31357 + +2023-05-08 05:00:11,776 - [INFO] - [Epoch 98]: Training Loss: 0.0012206, Valid MRR: 0.31357, + + + +2023-05-08 05:00:13,002 - [INFO] - [E:99| 0]: Train Loss:0.0012259, Val MRR:0.31357, yago11k +2023-05-08 05:01:46,099 - [INFO] - [E:99| 100]: Train Loss:0.0012222, Val MRR:0.31357, yago11k +2023-05-08 05:03:30,647 - [INFO] - [E:99| 200]: Train Loss:0.0012181, Val MRR:0.31357, yago11k +2023-05-08 05:05:15,189 - [INFO] - [E:99| 300]: Train Loss:0.0012189, Val MRR:0.31357, yago11k +2023-05-08 05:06:59,623 - [INFO] - [E:99| 400]: Train Loss:0.0012196, Val MRR:0.31357, yago11k +2023-05-08 05:08:44,266 - [INFO] - [E:99| 500]: Train Loss:0.0012202, Val MRR:0.31357, yago11k +2023-05-08 05:10:18,041 - [INFO] - [E:99| 600]: Train Loss:0.0012202, Val MRR:0.31357, yago11k +2023-05-08 05:10:18,041 - [INFO] - [Epoch:99]: Training Loss:0.00122 + +2023-05-08 05:10:18,391 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:10:39,206 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:11:00,162 - [INFO] - [Evaluating Epoch 99 valid]: + MRR: Tail : 0.40058, Head : 0.22662, Avg : 0.3136 + MR: Tail : 320.92, Head : 690.84, Avg : 505.88 + Hit-1: Tail : 0.30647, Head : 0.18172, Avg : 0.2441 + Hit-3: Tail : 0.44443, Head : 0.22256, Avg : 0.3335 + Hit-10: Tail : 0.58433, Head : 0.3137, Avg : 0.44901 +2023-05-08 05:11:01,114 - [INFO] - [Epoch 99]: Training Loss: 0.0012202, Valid MRR: 0.3136, + + + +2023-05-08 05:11:02,340 - [INFO] - [E:100| 0]: Train Loss:0.0012279, Val MRR:0.3136, yago11k +2023-05-08 05:12:45,336 - [INFO] - [E:100| 100]: Train Loss:0.0012168, Val MRR:0.3136, yago11k +2023-05-08 05:14:28,428 - [INFO] - [E:100| 200]: Train Loss:0.0012174, Val MRR:0.3136, yago11k +2023-05-08 05:16:11,896 - [INFO] - [E:100| 300]: Train Loss:0.0012177, Val MRR:0.3136, yago11k +2023-05-08 05:17:56,795 - [INFO] - [E:100| 400]: Train Loss:0.0012174, Val MRR:0.3136, yago11k +2023-05-08 05:19:29,635 - [INFO] - [E:100| 500]: Train Loss:0.0012179, Val MRR:0.3136, yago11k +2023-05-08 05:21:12,557 - [INFO] - [E:100| 600]: Train Loss:0.0012177, Val MRR:0.3136, yago11k +2023-05-08 05:21:12,557 - [INFO] - [Epoch:100]: Training Loss:0.001218 + +2023-05-08 05:21:13,047 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:21:34,094 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:21:55,600 - [INFO] - [Evaluating Epoch 100 valid]: + MRR: Tail : 0.39727, Head : 0.22792, Avg : 0.3126 + +2023-05-08 05:21:55,600 - [INFO] - [Epoch 100]: Training Loss: 0.0012177, Valid MRR: 0.3136, + + + +2023-05-08 05:21:56,467 - [INFO] - [E:101| 0]: Train Loss:0.0012128, Val MRR:0.3136, yago11k +2023-05-08 05:23:40,482 - [INFO] - [E:101| 100]: Train Loss:0.0012145, Val MRR:0.3136, yago11k +2023-05-08 05:25:23,813 - [INFO] - [E:101| 200]: Train Loss:0.0012151, Val MRR:0.3136, yago11k +2023-05-08 05:27:07,364 - [INFO] - [E:101| 300]: Train Loss:0.0012146, Val MRR:0.3136, yago11k +2023-05-08 05:28:40,615 - [INFO] - [E:101| 400]: Train Loss:0.0012154, Val MRR:0.3136, yago11k +2023-05-08 05:30:24,522 - [INFO] - [E:101| 500]: Train Loss:0.0012158, Val MRR:0.3136, yago11k +2023-05-08 05:32:07,516 - [INFO] - [E:101| 600]: Train Loss:0.0012159, Val MRR:0.3136, yago11k +2023-05-08 05:32:07,517 - [INFO] - [Epoch:101]: Training Loss:0.001216 + +2023-05-08 05:32:07,779 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:32:29,043 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:32:50,083 - [INFO] - [Evaluating Epoch 101 valid]: + MRR: Tail : 0.39003, Head : 0.22841, Avg : 0.30922 + +2023-05-08 05:32:50,084 - [INFO] - [Epoch 101]: Training Loss: 0.0012159, Valid MRR: 0.3136, + + + +2023-05-08 05:32:51,320 - [INFO] - [E:102| 0]: Train Loss:0.0012215, Val MRR:0.3136, yago11k +2023-05-08 05:34:35,155 - [INFO] - [E:102| 100]: Train Loss:0.0012113, Val MRR:0.3136, yago11k +2023-05-08 05:36:09,159 - [INFO] - [E:102| 200]: Train Loss:0.0012133, Val MRR:0.3136, yago11k +2023-05-08 05:37:51,833 - [INFO] - [E:102| 300]: Train Loss:0.0012144, Val MRR:0.3136, yago11k +2023-05-08 05:39:33,684 - [INFO] - [E:102| 400]: Train Loss:0.0012139, Val MRR:0.3136, yago11k +2023-05-08 05:41:15,662 - [INFO] - [E:102| 500]: Train Loss:0.0012139, Val MRR:0.3136, yago11k +2023-05-08 05:42:58,922 - [INFO] - [E:102| 600]: Train Loss:0.0012149, Val MRR:0.3136, yago11k +2023-05-08 05:42:58,922 - [INFO] - [Epoch:102]: Training Loss:0.001215 + +2023-05-08 05:42:59,390 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:43:20,643 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:43:42,141 - [INFO] - [Evaluating Epoch 102 valid]: + MRR: Tail : 0.38966, Head : 0.22794, Avg : 0.3088 + +2023-05-08 05:43:42,141 - [INFO] - [Epoch 102]: Training Loss: 0.0012149, Valid MRR: 0.3136, + + + +2023-05-08 05:43:43,062 - [INFO] - [E:103| 0]: Train Loss:0.0012384, Val MRR:0.3136, yago11k +2023-05-08 05:45:16,053 - [INFO] - [E:103| 100]: Train Loss:0.0012126, Val MRR:0.3136, yago11k +2023-05-08 05:46:59,170 - [INFO] - [E:103| 200]: Train Loss:0.001212, Val MRR:0.3136, yago11k +2023-05-08 05:48:42,340 - [INFO] - [E:103| 300]: Train Loss:0.0012126, Val MRR:0.3136, yago11k +2023-05-08 05:50:25,084 - [INFO] - [E:103| 400]: Train Loss:0.0012128, Val MRR:0.3136, yago11k +2023-05-08 05:52:08,558 - [INFO] - [E:103| 500]: Train Loss:0.0012131, Val MRR:0.3136, yago11k +2023-05-08 05:53:40,774 - [INFO] - [E:103| 600]: Train Loss:0.0012134, Val MRR:0.3136, yago11k +2023-05-08 05:53:40,775 - [INFO] - [Epoch:103]: Training Loss:0.001213 + +2023-05-08 05:53:41,134 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 05:54:02,074 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 05:54:23,550 - [INFO] - [Evaluating Epoch 103 valid]: + MRR: Tail : 0.39663, Head : 0.2285, Avg : 0.31257 + +2023-05-08 05:54:23,550 - [INFO] - [Epoch 103]: Training Loss: 0.0012134, Valid MRR: 0.3136, + + + +2023-05-08 05:54:24,579 - [INFO] - [E:104| 0]: Train Loss:0.0011818, Val MRR:0.3136, yago11k +2023-05-08 05:56:08,857 - [INFO] - [E:104| 100]: Train Loss:0.0012081, Val MRR:0.3136, yago11k +2023-05-08 05:57:53,035 - [INFO] - [E:104| 200]: Train Loss:0.0012094, Val MRR:0.3136, yago11k +2023-05-08 05:59:36,827 - [INFO] - [E:104| 300]: Train Loss:0.0012104, Val MRR:0.3136, yago11k +2023-05-08 06:01:20,838 - [INFO] - [E:104| 400]: Train Loss:0.0012103, Val MRR:0.3136, yago11k +2023-05-08 06:02:54,734 - [INFO] - [E:104| 500]: Train Loss:0.0012107, Val MRR:0.3136, yago11k +2023-05-08 06:04:39,892 - [INFO] - [E:104| 600]: Train Loss:0.0012117, Val MRR:0.3136, yago11k +2023-05-08 06:04:39,893 - [INFO] - [Epoch:104]: Training Loss:0.001212 + +2023-05-08 06:04:40,239 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:05:01,309 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:05:22,417 - [INFO] - [Evaluating Epoch 104 valid]: + MRR: Tail : 0.392, Head : 0.22617, Avg : 0.30908 + +2023-05-08 06:05:22,417 - [INFO] - [Epoch 104]: Training Loss: 0.0012117, Valid MRR: 0.3136, + + + +2023-05-08 06:05:23,488 - [INFO] - [E:105| 0]: Train Loss:0.0012292, Val MRR:0.3136, yago11k +2023-05-08 06:07:06,487 - [INFO] - [E:105| 100]: Train Loss:0.0012115, Val MRR:0.3136, yago11k +2023-05-08 06:08:49,900 - [INFO] - [E:105| 200]: Train Loss:0.0012109, Val MRR:0.3136, yago11k +2023-05-08 06:10:30,688 - [INFO] - [E:105| 300]: Train Loss:0.0012102, Val MRR:0.3136, yago11k +2023-05-08 06:12:06,273 - [INFO] - [E:105| 400]: Train Loss:0.0012101, Val MRR:0.3136, yago11k +2023-05-08 06:13:49,486 - [INFO] - [E:105| 500]: Train Loss:0.0012108, Val MRR:0.3136, yago11k +2023-05-08 06:15:31,981 - [INFO] - [E:105| 600]: Train Loss:0.0012109, Val MRR:0.3136, yago11k +2023-05-08 06:15:31,981 - [INFO] - [Epoch:105]: Training Loss:0.001211 + +2023-05-08 06:15:32,243 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:15:53,273 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:16:14,043 - [INFO] - [Evaluating Epoch 105 valid]: + MRR: Tail : 0.39593, Head : 0.22919, Avg : 0.31256 + +2023-05-08 06:16:14,043 - [INFO] - [Epoch 105]: Training Loss: 0.0012109, Valid MRR: 0.3136, + + + +2023-05-08 06:16:15,107 - [INFO] - [E:106| 0]: Train Loss:0.0011915, Val MRR:0.3136, yago11k +2023-05-08 06:17:58,957 - [INFO] - [E:106| 100]: Train Loss:0.0012071, Val MRR:0.3136, yago11k +2023-05-08 06:19:32,205 - [INFO] - [E:106| 200]: Train Loss:0.0012078, Val MRR:0.3136, yago11k +2023-05-08 06:21:15,582 - [INFO] - [E:106| 300]: Train Loss:0.001207, Val MRR:0.3136, yago11k +2023-05-08 06:22:59,234 - [INFO] - [E:106| 400]: Train Loss:0.0012095, Val MRR:0.3136, yago11k +2023-05-08 06:24:43,244 - [INFO] - [E:106| 500]: Train Loss:0.0012098, Val MRR:0.3136, yago11k +2023-05-08 06:26:26,944 - [INFO] - [E:106| 600]: Train Loss:0.0012094, Val MRR:0.3136, yago11k +2023-05-08 06:26:26,945 - [INFO] - [Epoch:106]: Training Loss:0.001209 + +2023-05-08 06:26:27,219 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:26:48,520 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:27:09,756 - [INFO] - [Evaluating Epoch 106 valid]: + MRR: Tail : 0.39939, Head : 0.22932, Avg : 0.31435 + +2023-05-08 06:27:10,718 - [INFO] - [Epoch 106]: Training Loss: 0.0012094, Valid MRR: 0.31435, + + + +2023-05-08 06:27:11,895 - [INFO] - [E:107| 0]: Train Loss:0.0012015, Val MRR:0.31435, yago11k +2023-05-08 06:28:44,674 - [INFO] - [E:107| 100]: Train Loss:0.0012051, Val MRR:0.31435, yago11k +2023-05-08 06:30:27,796 - [INFO] - [E:107| 200]: Train Loss:0.0012047, Val MRR:0.31435, yago11k +2023-05-08 06:32:11,298 - [INFO] - [E:107| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k +2023-05-08 06:33:54,639 - [INFO] - [E:107| 400]: Train Loss:0.0012068, Val MRR:0.31435, yago11k +2023-05-08 06:35:37,869 - [INFO] - [E:107| 500]: Train Loss:0.0012073, Val MRR:0.31435, yago11k +2023-05-08 06:37:09,694 - [INFO] - [E:107| 600]: Train Loss:0.001208, Val MRR:0.31435, yago11k +2023-05-08 06:37:09,694 - [INFO] - [Epoch:107]: Training Loss:0.001208 + +2023-05-08 06:37:10,059 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:37:31,326 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:37:52,404 - [INFO] - [Evaluating Epoch 107 valid]: + MRR: Tail : 0.39777, Head : 0.22869, Avg : 0.31323 + +2023-05-08 06:37:52,404 - [INFO] - [Epoch 107]: Training Loss: 0.001208, Valid MRR: 0.31435, + + + +2023-05-08 06:37:53,609 - [INFO] - [E:108| 0]: Train Loss:0.0012774, Val MRR:0.31435, yago11k +2023-05-08 06:39:37,639 - [INFO] - [E:108| 100]: Train Loss:0.0012062, Val MRR:0.31435, yago11k +2023-05-08 06:41:22,398 - [INFO] - [E:108| 200]: Train Loss:0.001206, Val MRR:0.31435, yago11k +2023-05-08 06:43:07,297 - [INFO] - [E:108| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k +2023-05-08 06:44:51,849 - [INFO] - [E:108| 400]: Train Loss:0.0012059, Val MRR:0.31435, yago11k +2023-05-08 06:46:25,031 - [INFO] - [E:108| 500]: Train Loss:0.0012064, Val MRR:0.31435, yago11k +2023-05-08 06:48:06,877 - [INFO] - [E:108| 600]: Train Loss:0.0012063, Val MRR:0.31435, yago11k +2023-05-08 06:48:06,877 - [INFO] - [Epoch:108]: Training Loss:0.001206 + +2023-05-08 06:48:07,364 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:48:28,223 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:48:49,321 - [INFO] - [Evaluating Epoch 108 valid]: + MRR: Tail : 0.3997, Head : 0.22755, Avg : 0.31362 + +2023-05-08 06:48:49,321 - [INFO] - [Epoch 108]: Training Loss: 0.0012063, Valid MRR: 0.31435, + + + +2023-05-08 06:48:50,496 - [INFO] - [E:109| 0]: Train Loss:0.0012447, Val MRR:0.31435, yago11k +2023-05-08 06:50:34,000 - [INFO] - [E:109| 100]: Train Loss:0.0012048, Val MRR:0.31435, yago11k +2023-05-08 06:52:19,980 - [INFO] - [E:109| 200]: Train Loss:0.0012044, Val MRR:0.31435, yago11k +2023-05-08 06:53:59,658 - [INFO] - [E:109| 300]: Train Loss:0.0012043, Val MRR:0.31435, yago11k +2023-05-08 06:55:37,410 - [INFO] - [E:109| 400]: Train Loss:0.0012053, Val MRR:0.31435, yago11k +2023-05-08 06:57:21,035 - [INFO] - [E:109| 500]: Train Loss:0.0012049, Val MRR:0.31435, yago11k +2023-05-08 06:59:03,488 - [INFO] - [E:109| 600]: Train Loss:0.0012054, Val MRR:0.31435, yago11k +2023-05-08 06:59:03,489 - [INFO] - [Epoch:109]: Training Loss:0.001205 + +2023-05-08 06:59:03,750 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 06:59:24,732 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 06:59:45,384 - [INFO] - [Evaluating Epoch 109 valid]: + MRR: Tail : 0.40414, Head : 0.22759, Avg : 0.31587 + MR: Tail : 358.21, Head : 706.75, Avg : 532.48 + Hit-1: Tail : 0.31314, Head : 0.18505, Avg : 0.2491 + Hit-3: Tail : 0.44526, Head : 0.22242, Avg : 0.33384 + Hit-10: Tail : 0.58086, Head : 0.30967, Avg : 0.44526 +2023-05-08 06:59:46,339 - [INFO] - [Epoch 109]: Training Loss: 0.0012054, Valid MRR: 0.31587, + + + +2023-05-08 06:59:47,539 - [INFO] - [E:110| 0]: Train Loss:0.0011863, Val MRR:0.31587, yago11k +2023-05-08 07:01:31,627 - [INFO] - [E:110| 100]: Train Loss:0.0012005, Val MRR:0.31587, yago11k +2023-05-08 07:03:04,528 - [INFO] - [E:110| 200]: Train Loss:0.0012033, Val MRR:0.31587, yago11k +2023-05-08 07:04:47,716 - [INFO] - [E:110| 300]: Train Loss:0.0012034, Val MRR:0.31587, yago11k +2023-05-08 07:06:31,239 - [INFO] - [E:110| 400]: Train Loss:0.0012037, Val MRR:0.31587, yago11k +2023-05-08 07:08:14,699 - [INFO] - [E:110| 500]: Train Loss:0.0012043, Val MRR:0.31587, yago11k +2023-05-08 07:09:56,819 - [INFO] - [E:110| 600]: Train Loss:0.0012045, Val MRR:0.31587, yago11k +2023-05-08 07:09:56,819 - [INFO] - [Epoch:110]: Training Loss:0.001204 + +2023-05-08 07:09:57,081 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:10:17,325 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:10:37,739 - [INFO] - [Evaluating Epoch 110 valid]: + MRR: Tail : 0.40231, Head : 0.2285, Avg : 0.31541 + +2023-05-08 07:10:37,739 - [INFO] - [Epoch 110]: Training Loss: 0.0012045, Valid MRR: 0.31587, + + + +2023-05-08 07:10:38,941 - [INFO] - [E:111| 0]: Train Loss:0.0011859, Val MRR:0.31587, yago11k +2023-05-08 07:12:10,556 - [INFO] - [E:111| 100]: Train Loss:0.0012006, Val MRR:0.31587, yago11k +2023-05-08 07:13:53,535 - [INFO] - [E:111| 200]: Train Loss:0.0011993, Val MRR:0.31587, yago11k +2023-05-08 07:15:36,780 - [INFO] - [E:111| 300]: Train Loss:0.0012017, Val MRR:0.31587, yago11k +2023-05-08 07:17:19,895 - [INFO] - [E:111| 400]: Train Loss:0.0012036, Val MRR:0.31587, yago11k +2023-05-08 07:19:03,174 - [INFO] - [E:111| 500]: Train Loss:0.0012042, Val MRR:0.31587, yago11k +2023-05-08 07:20:35,470 - [INFO] - [E:111| 600]: Train Loss:0.0012034, Val MRR:0.31587, yago11k +2023-05-08 07:20:35,471 - [INFO] - [Epoch:111]: Training Loss:0.001203 + +2023-05-08 07:20:35,803 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:20:56,839 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:21:18,566 - [INFO] - [Evaluating Epoch 111 valid]: + MRR: Tail : 0.40622, Head : 0.22821, Avg : 0.31721 + +2023-05-08 07:21:19,536 - [INFO] - [Epoch 111]: Training Loss: 0.0012034, Valid MRR: 0.31721, + + + +2023-05-08 07:21:20,730 - [INFO] - [E:112| 0]: Train Loss:0.0011979, Val MRR:0.31721, yago11k +2023-05-08 07:23:05,410 - [INFO] - [E:112| 100]: Train Loss:0.0011978, Val MRR:0.31721, yago11k +2023-05-08 07:24:49,575 - [INFO] - [E:112| 200]: Train Loss:0.0011982, Val MRR:0.31721, yago11k +2023-05-08 07:26:33,608 - [INFO] - [E:112| 300]: Train Loss:0.0012, Val MRR:0.31721, yago11k +2023-05-08 07:28:17,035 - [INFO] - [E:112| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k +2023-05-08 07:29:51,203 - [INFO] - [E:112| 500]: Train Loss:0.0012009, Val MRR:0.31721, yago11k +2023-05-08 07:31:33,458 - [INFO] - [E:112| 600]: Train Loss:0.0012012, Val MRR:0.31721, yago11k +2023-05-08 07:31:33,458 - [INFO] - [Epoch:112]: Training Loss:0.001201 + +2023-05-08 07:31:33,855 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:31:55,023 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:32:15,847 - [INFO] - [Evaluating Epoch 112 valid]: + MRR: Tail : 0.40023, Head : 0.22791, Avg : 0.31407 + +2023-05-08 07:32:15,847 - [INFO] - [Epoch 112]: Training Loss: 0.0012012, Valid MRR: 0.31721, + + + +2023-05-08 07:32:16,904 - [INFO] - [E:113| 0]: Train Loss:0.0012183, Val MRR:0.31721, yago11k +2023-05-08 07:34:01,193 - [INFO] - [E:113| 100]: Train Loss:0.0012015, Val MRR:0.31721, yago11k +2023-05-08 07:35:45,107 - [INFO] - [E:113| 200]: Train Loss:0.0012002, Val MRR:0.31721, yago11k +2023-05-08 07:37:17,652 - [INFO] - [E:113| 300]: Train Loss:0.0012001, Val MRR:0.31721, yago11k +2023-05-08 07:39:00,638 - [INFO] - [E:113| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k +2023-05-08 07:40:45,710 - [INFO] - [E:113| 500]: Train Loss:0.0012006, Val MRR:0.31721, yago11k +2023-05-08 07:42:28,641 - [INFO] - [E:113| 600]: Train Loss:0.0012008, Val MRR:0.31721, yago11k +2023-05-08 07:42:28,641 - [INFO] - [Epoch:113]: Training Loss:0.001201 + +2023-05-08 07:42:28,944 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:42:49,841 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:43:11,384 - [INFO] - [Evaluating Epoch 113 valid]: + MRR: Tail : 0.39898, Head : 0.23034, Avg : 0.31466 + +2023-05-08 07:43:11,385 - [INFO] - [Epoch 113]: Training Loss: 0.0012008, Valid MRR: 0.31721, + + + +2023-05-08 07:43:12,561 - [INFO] - [E:114| 0]: Train Loss:0.0011856, Val MRR:0.31721, yago11k +2023-05-08 07:44:56,946 - [INFO] - [E:114| 100]: Train Loss:0.0011976, Val MRR:0.31721, yago11k +2023-05-08 07:46:30,253 - [INFO] - [E:114| 200]: Train Loss:0.001198, Val MRR:0.31721, yago11k +2023-05-08 07:48:13,846 - [INFO] - [E:114| 300]: Train Loss:0.0011975, Val MRR:0.31721, yago11k +2023-05-08 07:49:58,169 - [INFO] - [E:114| 400]: Train Loss:0.0011988, Val MRR:0.31721, yago11k +2023-05-08 07:51:41,703 - [INFO] - [E:114| 500]: Train Loss:0.0011988, Val MRR:0.31721, yago11k +2023-05-08 07:53:24,877 - [INFO] - [E:114| 600]: Train Loss:0.0011992, Val MRR:0.31721, yago11k +2023-05-08 07:53:24,877 - [INFO] - [Epoch:114]: Training Loss:0.001199 + +2023-05-08 07:53:25,204 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 07:53:46,277 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 07:54:07,188 - [INFO] - [Evaluating Epoch 114 valid]: + MRR: Tail : 0.40152, Head : 0.22981, Avg : 0.31566 + +2023-05-08 07:54:07,188 - [INFO] - [Epoch 114]: Training Loss: 0.0011992, Valid MRR: 0.31721, + + + +2023-05-08 07:54:08,021 - [INFO] - [E:115| 0]: Train Loss:0.0012072, Val MRR:0.31721, yago11k +2023-05-08 07:55:41,841 - [INFO] - [E:115| 100]: Train Loss:0.0011969, Val MRR:0.31721, yago11k +2023-05-08 07:57:25,213 - [INFO] - [E:115| 200]: Train Loss:0.0011958, Val MRR:0.31721, yago11k +2023-05-08 07:59:09,131 - [INFO] - [E:115| 300]: Train Loss:0.0011968, Val MRR:0.31721, yago11k +2023-05-08 08:00:53,211 - [INFO] - [E:115| 400]: Train Loss:0.0011967, Val MRR:0.31721, yago11k +2023-05-08 08:02:36,922 - [INFO] - [E:115| 500]: Train Loss:0.0011977, Val MRR:0.31721, yago11k +2023-05-08 08:04:09,332 - [INFO] - [E:115| 600]: Train Loss:0.0011976, Val MRR:0.31721, yago11k +2023-05-08 08:04:09,333 - [INFO] - [Epoch:115]: Training Loss:0.001198 + +2023-05-08 08:04:09,677 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:04:31,025 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:04:52,280 - [INFO] - [Evaluating Epoch 115 valid]: + MRR: Tail : 0.40061, Head : 0.22862, Avg : 0.31461 + +2023-05-08 08:04:52,280 - [INFO] - [Epoch 115]: Training Loss: 0.0011976, Valid MRR: 0.31721, + + + +2023-05-08 08:04:53,112 - [INFO] - [E:116| 0]: Train Loss:0.0011721, Val MRR:0.31721, yago11k +2023-05-08 08:06:36,458 - [INFO] - [E:116| 100]: Train Loss:0.0011955, Val MRR:0.31721, yago11k +2023-05-08 08:08:19,518 - [INFO] - [E:116| 200]: Train Loss:0.0011954, Val MRR:0.31721, yago11k +2023-05-08 08:10:02,769 - [INFO] - [E:116| 300]: Train Loss:0.0011955, Val MRR:0.31721, yago11k +2023-05-08 08:11:42,867 - [INFO] - [E:116| 400]: Train Loss:0.0011964, Val MRR:0.31721, yago11k +2023-05-08 08:13:18,679 - [INFO] - [E:116| 500]: Train Loss:0.0011971, Val MRR:0.31721, yago11k +2023-05-08 08:15:01,578 - [INFO] - [E:116| 600]: Train Loss:0.001197, Val MRR:0.31721, yago11k +2023-05-08 08:15:01,578 - [INFO] - [Epoch:116]: Training Loss:0.001197 + +2023-05-08 08:15:01,909 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:15:22,821 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:15:44,395 - [INFO] - [Evaluating Epoch 116 valid]: + MRR: Tail : 0.40099, Head : 0.22962, Avg : 0.3153 + +2023-05-08 08:15:44,395 - [INFO] - [Epoch 116]: Training Loss: 0.001197, Valid MRR: 0.31721, + + + +2023-05-08 08:15:45,263 - [INFO] - [E:117| 0]: Train Loss:0.0011945, Val MRR:0.31721, yago11k +2023-05-08 08:17:29,826 - [INFO] - [E:117| 100]: Train Loss:0.0011918, Val MRR:0.31721, yago11k +2023-05-08 08:19:13,739 - [INFO] - [E:117| 200]: Train Loss:0.001193, Val MRR:0.31721, yago11k +2023-05-08 08:20:46,750 - [INFO] - [E:117| 300]: Train Loss:0.0011938, Val MRR:0.31721, yago11k +2023-05-08 08:22:30,146 - [INFO] - [E:117| 400]: Train Loss:0.0011954, Val MRR:0.31721, yago11k +2023-05-08 08:24:13,375 - [INFO] - [E:117| 500]: Train Loss:0.0011955, Val MRR:0.31721, yago11k +2023-05-08 08:25:55,623 - [INFO] - [E:117| 600]: Train Loss:0.001196, Val MRR:0.31721, yago11k +2023-05-08 08:25:55,623 - [INFO] - [Epoch:117]: Training Loss:0.001196 + +2023-05-08 08:25:56,116 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:26:16,929 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:26:38,086 - [INFO] - [Evaluating Epoch 117 valid]: + MRR: Tail : 0.40063, Head : 0.23042, Avg : 0.31553 + +2023-05-08 08:26:38,087 - [INFO] - [Epoch 117]: Training Loss: 0.001196, Valid MRR: 0.31721, + + + +2023-05-08 08:26:39,261 - [INFO] - [E:118| 0]: Train Loss:0.0012445, Val MRR:0.31721, yago11k +2023-05-08 08:28:25,192 - [INFO] - [E:118| 100]: Train Loss:0.0011891, Val MRR:0.31721, yago11k +2023-05-08 08:29:59,208 - [INFO] - [E:118| 200]: Train Loss:0.0011928, Val MRR:0.31721, yago11k +2023-05-08 08:31:43,759 - [INFO] - [E:118| 300]: Train Loss:0.0011929, Val MRR:0.31721, yago11k +2023-05-08 08:33:28,144 - [INFO] - [E:118| 400]: Train Loss:0.001194, Val MRR:0.31721, yago11k +2023-05-08 08:35:12,474 - [INFO] - [E:118| 500]: Train Loss:0.0011947, Val MRR:0.31721, yago11k +2023-05-08 08:36:56,025 - [INFO] - [E:118| 600]: Train Loss:0.0011951, Val MRR:0.31721, yago11k +2023-05-08 08:36:56,025 - [INFO] - [Epoch:118]: Training Loss:0.001195 + +2023-05-08 08:36:56,525 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:37:17,548 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:37:38,653 - [INFO] - [Evaluating Epoch 118 valid]: + MRR: Tail : 0.40197, Head : 0.22888, Avg : 0.31542 + +2023-05-08 08:37:38,653 - [INFO] - [Epoch 118]: Training Loss: 0.0011951, Valid MRR: 0.31721, + + + +2023-05-08 08:37:39,733 - [INFO] - [E:119| 0]: Train Loss:0.001225, Val MRR:0.31721, yago11k +2023-05-08 08:39:13,532 - [INFO] - [E:119| 100]: Train Loss:0.0011946, Val MRR:0.31721, yago11k +2023-05-08 08:40:56,345 - [INFO] - [E:119| 200]: Train Loss:0.0011934, Val MRR:0.31721, yago11k +2023-05-08 08:42:37,460 - [INFO] - [E:119| 300]: Train Loss:0.0011927, Val MRR:0.31721, yago11k +2023-05-08 08:44:19,692 - [INFO] - [E:119| 400]: Train Loss:0.001193, Val MRR:0.31721, yago11k +2023-05-08 08:46:02,750 - [INFO] - [E:119| 500]: Train Loss:0.0011936, Val MRR:0.31721, yago11k +2023-05-08 08:47:34,706 - [INFO] - [E:119| 600]: Train Loss:0.0011939, Val MRR:0.31721, yago11k +2023-05-08 08:47:34,706 - [INFO] - [Epoch:119]: Training Loss:0.001194 + +2023-05-08 08:47:35,225 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:47:56,028 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:48:17,257 - [INFO] - [Evaluating Epoch 119 valid]: + MRR: Tail : 0.39644, Head : 0.22977, Avg : 0.3131 + MR: Tail : 375.39, Head : 706.49, Avg : 540.94 + Hit-1: Tail : 0.29939, Head : 0.18477, Avg : 0.24208 + Hit-3: Tail : 0.4379, Head : 0.2259, Avg : 0.3319 + Hit-10: Tail : 0.58752, Head : 0.31439, Avg : 0.45096 +2023-05-08 08:48:17,257 - [INFO] - [Epoch 119]: Training Loss: 0.0011939, Valid MRR: 0.31721, + + + +2023-05-08 08:48:18,447 - [INFO] - [E:120| 0]: Train Loss:0.0011678, Val MRR:0.31721, yago11k +2023-05-08 08:50:01,847 - [INFO] - [E:120| 100]: Train Loss:0.0011917, Val MRR:0.31721, yago11k +2023-05-08 08:51:45,408 - [INFO] - [E:120| 200]: Train Loss:0.0011916, Val MRR:0.31721, yago11k +2023-05-08 08:53:28,308 - [INFO] - [E:120| 300]: Train Loss:0.001192, Val MRR:0.31721, yago11k +2023-05-08 08:55:04,106 - [INFO] - [E:120| 400]: Train Loss:0.001192, Val MRR:0.31721, yago11k +2023-05-08 08:56:44,259 - [INFO] - [E:120| 500]: Train Loss:0.0011919, Val MRR:0.31721, yago11k +2023-05-08 08:58:26,697 - [INFO] - [E:120| 600]: Train Loss:0.0011927, Val MRR:0.31721, yago11k +2023-05-08 08:58:26,698 - [INFO] - [Epoch:120]: Training Loss:0.001193 + +2023-05-08 08:58:26,960 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 08:58:48,110 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 08:59:09,010 - [INFO] - [Evaluating Epoch 120 valid]: + MRR: Tail : 0.39732, Head : 0.22809, Avg : 0.3127 + +2023-05-08 08:59:09,010 - [INFO] - [Epoch 120]: Training Loss: 0.0011927, Valid MRR: 0.31721, + + + +2023-05-08 08:59:10,211 - [INFO] - [E:121| 0]: Train Loss:0.0012053, Val MRR:0.31721, yago11k +2023-05-08 09:00:53,182 - [INFO] - [E:121| 100]: Train Loss:0.0011889, Val MRR:0.31721, yago11k +2023-05-08 09:02:36,872 - [INFO] - [E:121| 200]: Train Loss:0.0011899, Val MRR:0.31721, yago11k +2023-05-08 09:04:09,119 - [INFO] - [E:121| 300]: Train Loss:0.0011916, Val MRR:0.31721, yago11k +2023-05-08 09:05:52,289 - [INFO] - [E:121| 400]: Train Loss:0.001191, Val MRR:0.31721, yago11k +2023-05-08 09:07:35,991 - [INFO] - [E:121| 500]: Train Loss:0.001191, Val MRR:0.31721, yago11k +2023-05-08 09:09:18,893 - [INFO] - [E:121| 600]: Train Loss:0.0011913, Val MRR:0.31721, yago11k +2023-05-08 09:09:18,894 - [INFO] - [Epoch:121]: Training Loss:0.001191 + +2023-05-08 09:09:19,212 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:09:40,328 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:10:01,729 - [INFO] - [Evaluating Epoch 121 valid]: + MRR: Tail : 0.40622, Head : 0.22953, Avg : 0.31788 + +2023-05-08 09:10:02,681 - [INFO] - [Epoch 121]: Training Loss: 0.0011913, Valid MRR: 0.31788, + + + +2023-05-08 09:10:03,876 - [INFO] - [E:122| 0]: Train Loss:0.0011743, Val MRR:0.31788, yago11k +2023-05-08 09:11:47,271 - [INFO] - [E:122| 100]: Train Loss:0.0011897, Val MRR:0.31788, yago11k +2023-05-08 09:13:20,366 - [INFO] - [E:122| 200]: Train Loss:0.0011894, Val MRR:0.31788, yago11k +2023-05-08 09:15:04,100 - [INFO] - [E:122| 300]: Train Loss:0.0011894, Val MRR:0.31788, yago11k +2023-05-08 09:16:49,397 - [INFO] - [E:122| 400]: Train Loss:0.0011895, Val MRR:0.31788, yago11k +2023-05-08 09:18:33,187 - [INFO] - [E:122| 500]: Train Loss:0.0011898, Val MRR:0.31788, yago11k +2023-05-08 09:20:16,282 - [INFO] - [E:122| 600]: Train Loss:0.0011903, Val MRR:0.31788, yago11k +2023-05-08 09:20:16,282 - [INFO] - [Epoch:122]: Training Loss:0.00119 + +2023-05-08 09:20:16,544 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:20:37,858 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:20:58,563 - [INFO] - [Evaluating Epoch 122 valid]: + MRR: Tail : 0.40168, Head : 0.23007, Avg : 0.31587 + +2023-05-08 09:20:58,563 - [INFO] - [Epoch 122]: Training Loss: 0.0011903, Valid MRR: 0.31788, + + + +2023-05-08 09:20:59,209 - [INFO] - [E:123| 0]: Train Loss:0.0011699, Val MRR:0.31788, yago11k +2023-05-08 09:22:33,351 - [INFO] - [E:123| 100]: Train Loss:0.0011893, Val MRR:0.31788, yago11k +2023-05-08 09:24:17,503 - [INFO] - [E:123| 200]: Train Loss:0.0011875, Val MRR:0.31788, yago11k +2023-05-08 09:26:01,515 - [INFO] - [E:123| 300]: Train Loss:0.0011877, Val MRR:0.31788, yago11k +2023-05-08 09:27:45,914 - [INFO] - [E:123| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k +2023-05-08 09:29:30,027 - [INFO] - [E:123| 500]: Train Loss:0.0011892, Val MRR:0.31788, yago11k +2023-05-08 09:31:02,129 - [INFO] - [E:123| 600]: Train Loss:0.001189, Val MRR:0.31788, yago11k +2023-05-08 09:31:02,129 - [INFO] - [Epoch:123]: Training Loss:0.001189 + +2023-05-08 09:31:02,476 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:31:23,523 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:31:44,773 - [INFO] - [Evaluating Epoch 123 valid]: + MRR: Tail : 0.40103, Head : 0.22906, Avg : 0.31505 + +2023-05-08 09:31:44,773 - [INFO] - [Epoch 123]: Training Loss: 0.001189, Valid MRR: 0.31788, + + + +2023-05-08 09:31:45,621 - [INFO] - [E:124| 0]: Train Loss:0.00116, Val MRR:0.31788, yago11k +2023-05-08 09:33:29,026 - [INFO] - [E:124| 100]: Train Loss:0.0011842, Val MRR:0.31788, yago11k +2023-05-08 09:35:12,427 - [INFO] - [E:124| 200]: Train Loss:0.001185, Val MRR:0.31788, yago11k +2023-05-08 09:36:55,620 - [INFO] - [E:124| 300]: Train Loss:0.0011878, Val MRR:0.31788, yago11k +2023-05-08 09:38:29,810 - [INFO] - [E:124| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k +2023-05-08 09:40:11,970 - [INFO] - [E:124| 500]: Train Loss:0.0011886, Val MRR:0.31788, yago11k +2023-05-08 09:41:54,724 - [INFO] - [E:124| 600]: Train Loss:0.0011883, Val MRR:0.31788, yago11k +2023-05-08 09:41:54,724 - [INFO] - [Epoch:124]: Training Loss:0.001188 + +2023-05-08 09:41:55,234 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:42:16,188 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:42:37,523 - [INFO] - [Evaluating Epoch 124 valid]: + MRR: Tail : 0.40294, Head : 0.2291, Avg : 0.31602 + +2023-05-08 09:42:37,523 - [INFO] - [Epoch 124]: Training Loss: 0.0011883, Valid MRR: 0.31788, + + + +2023-05-08 09:42:38,376 - [INFO] - [E:125| 0]: Train Loss:0.0011736, Val MRR:0.31788, yago11k +2023-05-08 09:44:21,363 - [INFO] - [E:125| 100]: Train Loss:0.001183, Val MRR:0.31788, yago11k +2023-05-08 09:46:04,237 - [INFO] - [E:125| 200]: Train Loss:0.0011853, Val MRR:0.31788, yago11k +2023-05-08 09:47:37,118 - [INFO] - [E:125| 300]: Train Loss:0.0011867, Val MRR:0.31788, yago11k +2023-05-08 09:49:20,329 - [INFO] - [E:125| 400]: Train Loss:0.0011868, Val MRR:0.31788, yago11k +2023-05-08 09:51:04,676 - [INFO] - [E:125| 500]: Train Loss:0.0011872, Val MRR:0.31788, yago11k +2023-05-08 09:52:46,623 - [INFO] - [E:125| 600]: Train Loss:0.0011871, Val MRR:0.31788, yago11k +2023-05-08 09:52:46,623 - [INFO] - [Epoch:125]: Training Loss:0.001187 + +2023-05-08 09:52:47,085 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 09:53:07,897 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 09:53:28,921 - [INFO] - [Evaluating Epoch 125 valid]: + MRR: Tail : 0.40153, Head : 0.23045, Avg : 0.31599 + +2023-05-08 09:53:28,921 - [INFO] - [Epoch 125]: Training Loss: 0.0011871, Valid MRR: 0.31788, + + + +2023-05-08 09:53:30,106 - [INFO] - [E:126| 0]: Train Loss:0.0012263, Val MRR:0.31788, yago11k +2023-05-08 09:55:13,201 - [INFO] - [E:126| 100]: Train Loss:0.0011844, Val MRR:0.31788, yago11k +2023-05-08 09:56:46,331 - [INFO] - [E:126| 200]: Train Loss:0.0011837, Val MRR:0.31788, yago11k +2023-05-08 09:58:29,656 - [INFO] - [E:126| 300]: Train Loss:0.0011846, Val MRR:0.31788, yago11k +2023-05-08 10:00:12,913 - [INFO] - [E:126| 400]: Train Loss:0.0011842, Val MRR:0.31788, yago11k +2023-05-08 10:01:56,008 - [INFO] - [E:126| 500]: Train Loss:0.0011848, Val MRR:0.31788, yago11k +2023-05-08 10:03:40,550 - [INFO] - [E:126| 600]: Train Loss:0.0011858, Val MRR:0.31788, yago11k +2023-05-08 10:03:40,550 - [INFO] - [Epoch:126]: Training Loss:0.001186 + +2023-05-08 10:03:40,896 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:04:02,071 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:04:22,754 - [INFO] - [Evaluating Epoch 126 valid]: + MRR: Tail : 0.4024, Head : 0.22848, Avg : 0.31544 + +2023-05-08 10:04:22,755 - [INFO] - [Epoch 126]: Training Loss: 0.0011858, Valid MRR: 0.31788, + + + +2023-05-08 10:04:23,424 - [INFO] - [E:127| 0]: Train Loss:0.0011688, Val MRR:0.31788, yago11k +2023-05-08 10:05:57,460 - [INFO] - [E:127| 100]: Train Loss:0.0011831, Val MRR:0.31788, yago11k +2023-05-08 10:07:41,309 - [INFO] - [E:127| 200]: Train Loss:0.0011857, Val MRR:0.31788, yago11k +2023-05-08 10:09:24,308 - [INFO] - [E:127| 300]: Train Loss:0.0011849, Val MRR:0.31788, yago11k +2023-05-08 10:11:07,840 - [INFO] - [E:127| 400]: Train Loss:0.0011843, Val MRR:0.31788, yago11k +2023-05-08 10:12:49,477 - [INFO] - [E:127| 500]: Train Loss:0.0011843, Val MRR:0.31788, yago11k +2023-05-08 10:14:21,281 - [INFO] - [E:127| 600]: Train Loss:0.0011849, Val MRR:0.31788, yago11k +2023-05-08 10:14:21,281 - [INFO] - [Epoch:127]: Training Loss:0.001185 + +2023-05-08 10:14:21,723 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:14:42,710 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:15:03,864 - [INFO] - [Evaluating Epoch 127 valid]: + MRR: Tail : 0.39703, Head : 0.22917, Avg : 0.3131 + +2023-05-08 10:15:03,864 - [INFO] - [Epoch 127]: Training Loss: 0.0011849, Valid MRR: 0.31788, + + + +2023-05-08 10:15:04,944 - [INFO] - [E:128| 0]: Train Loss:0.0011895, Val MRR:0.31788, yago11k +2023-05-08 10:16:48,427 - [INFO] - [E:128| 100]: Train Loss:0.0011822, Val MRR:0.31788, yago11k +2023-05-08 10:18:31,985 - [INFO] - [E:128| 200]: Train Loss:0.0011816, Val MRR:0.31788, yago11k +2023-05-08 10:20:15,895 - [INFO] - [E:128| 300]: Train Loss:0.0011831, Val MRR:0.31788, yago11k +2023-05-08 10:21:48,855 - [INFO] - [E:128| 400]: Train Loss:0.0011835, Val MRR:0.31788, yago11k +2023-05-08 10:23:32,207 - [INFO] - [E:128| 500]: Train Loss:0.0011838, Val MRR:0.31788, yago11k +2023-05-08 10:25:15,872 - [INFO] - [E:128| 600]: Train Loss:0.0011836, Val MRR:0.31788, yago11k +2023-05-08 10:25:15,873 - [INFO] - [Epoch:128]: Training Loss:0.001184 + +2023-05-08 10:25:16,227 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:25:37,580 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:25:58,797 - [INFO] - [Evaluating Epoch 128 valid]: + MRR: Tail : 0.4009, Head : 0.23036, Avg : 0.31563 + +2023-05-08 10:25:58,797 - [INFO] - [Epoch 128]: Training Loss: 0.0011836, Valid MRR: 0.31788, + + + +2023-05-08 10:25:59,966 - [INFO] - [E:129| 0]: Train Loss:0.0011961, Val MRR:0.31788, yago11k +2023-05-08 10:27:43,685 - [INFO] - [E:129| 100]: Train Loss:0.0011795, Val MRR:0.31788, yago11k +2023-05-08 10:29:27,916 - [INFO] - [E:129| 200]: Train Loss:0.0011817, Val MRR:0.31788, yago11k +2023-05-08 10:31:00,775 - [INFO] - [E:129| 300]: Train Loss:0.001181, Val MRR:0.31788, yago11k +2023-05-08 10:32:43,754 - [INFO] - [E:129| 400]: Train Loss:0.0011813, Val MRR:0.31788, yago11k +2023-05-08 10:34:26,704 - [INFO] - [E:129| 500]: Train Loss:0.0011818, Val MRR:0.31788, yago11k +2023-05-08 10:36:09,318 - [INFO] - [E:129| 600]: Train Loss:0.001183, Val MRR:0.31788, yago11k +2023-05-08 10:36:09,318 - [INFO] - [Epoch:129]: Training Loss:0.001183 + +2023-05-08 10:36:09,580 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:36:30,450 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:36:51,564 - [INFO] - [Evaluating Epoch 129 valid]: + MRR: Tail : 0.39875, Head : 0.22917, Avg : 0.31396 + MR: Tail : 381.92, Head : 738.78, Avg : 560.35 + Hit-1: Tail : 0.30522, Head : 0.18672, Avg : 0.24597 + Hit-3: Tail : 0.43998, Head : 0.22256, Avg : 0.33127 + Hit-10: Tail : 0.58447, Head : 0.31495, Avg : 0.44971 +2023-05-08 10:36:51,564 - [INFO] - [Epoch 129]: Training Loss: 0.001183, Valid MRR: 0.31788, + + + +2023-05-08 10:36:52,757 - [INFO] - [E:130| 0]: Train Loss:0.001209, Val MRR:0.31788, yago11k +2023-05-08 10:38:36,474 - [INFO] - [E:130| 100]: Train Loss:0.0011833, Val MRR:0.31788, yago11k +2023-05-08 10:40:09,267 - [INFO] - [E:130| 200]: Train Loss:0.0011811, Val MRR:0.31788, yago11k +2023-05-08 10:41:53,078 - [INFO] - [E:130| 300]: Train Loss:0.0011797, Val MRR:0.31788, yago11k +2023-05-08 10:43:36,038 - [INFO] - [E:130| 400]: Train Loss:0.0011801, Val MRR:0.31788, yago11k +2023-05-08 10:45:18,804 - [INFO] - [E:130| 500]: Train Loss:0.0011815, Val MRR:0.31788, yago11k +2023-05-08 10:47:01,517 - [INFO] - [E:130| 600]: Train Loss:0.0011818, Val MRR:0.31788, yago11k +2023-05-08 10:47:01,518 - [INFO] - [Epoch:130]: Training Loss:0.001182 + +2023-05-08 10:47:01,915 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:47:22,879 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:47:34,888 - [INFO] - [Evaluating Epoch 130 valid]: + MRR: Tail : 0.40483, Head : 0.23051, Avg : 0.31767 + +2023-05-08 10:47:34,888 - [INFO] - [Epoch 130]: Training Loss: 0.0011818, Valid MRR: 0.31788, + + + +2023-05-08 10:47:35,533 - [INFO] - [E:131| 0]: Train Loss:0.0011592, Val MRR:0.31788, yago11k +2023-05-08 10:49:16,297 - [INFO] - [E:131| 100]: Train Loss:0.0011781, Val MRR:0.31788, yago11k +2023-05-08 10:50:59,178 - [INFO] - [E:131| 200]: Train Loss:0.0011771, Val MRR:0.31788, yago11k +2023-05-08 10:52:43,788 - [INFO] - [E:131| 300]: Train Loss:0.0011787, Val MRR:0.31788, yago11k +2023-05-08 10:54:27,154 - [INFO] - [E:131| 400]: Train Loss:0.0011796, Val MRR:0.31788, yago11k +2023-05-08 10:56:09,732 - [INFO] - [E:131| 500]: Train Loss:0.0011802, Val MRR:0.31788, yago11k +2023-05-08 10:57:42,695 - [INFO] - [E:131| 600]: Train Loss:0.0011809, Val MRR:0.31788, yago11k +2023-05-08 10:57:42,696 - [INFO] - [Epoch:131]: Training Loss:0.001181 + +2023-05-08 10:57:43,211 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 10:58:04,148 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 10:58:25,556 - [INFO] - [Evaluating Epoch 131 valid]: + MRR: Tail : 0.40644, Head : 0.22961, Avg : 0.31803 + +2023-05-08 10:58:26,519 - [INFO] - [Epoch 131]: Training Loss: 0.0011809, Valid MRR: 0.31803, + + + +2023-05-08 10:58:27,717 - [INFO] - [E:132| 0]: Train Loss:0.0012017, Val MRR:0.31803, yago11k +2023-05-08 11:00:12,000 - [INFO] - [E:132| 100]: Train Loss:0.0011829, Val MRR:0.31803, yago11k +2023-05-08 11:01:56,108 - [INFO] - [E:132| 200]: Train Loss:0.0011821, Val MRR:0.31803, yago11k +2023-05-08 11:03:40,366 - [INFO] - [E:132| 300]: Train Loss:0.0011802, Val MRR:0.31803, yago11k +2023-05-08 11:05:13,458 - [INFO] - [E:132| 400]: Train Loss:0.0011794, Val MRR:0.31803, yago11k +2023-05-08 11:06:56,225 - [INFO] - [E:132| 500]: Train Loss:0.0011796, Val MRR:0.31803, yago11k +2023-05-08 11:08:38,924 - [INFO] - [E:132| 600]: Train Loss:0.0011798, Val MRR:0.31803, yago11k +2023-05-08 11:08:38,924 - [INFO] - [Epoch:132]: Training Loss:0.00118 + +2023-05-08 11:08:39,270 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:09:00,134 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:09:20,993 - [INFO] - [Evaluating Epoch 132 valid]: + MRR: Tail : 0.40399, Head : 0.22989, Avg : 0.31694 + +2023-05-08 11:09:20,993 - [INFO] - [Epoch 132]: Training Loss: 0.0011798, Valid MRR: 0.31803, + + + +2023-05-08 11:09:21,811 - [INFO] - [E:133| 0]: Train Loss:0.0011953, Val MRR:0.31803, yago11k +2023-05-08 11:11:05,597 - [INFO] - [E:133| 100]: Train Loss:0.0011781, Val MRR:0.31803, yago11k +2023-05-08 11:12:48,728 - [INFO] - [E:133| 200]: Train Loss:0.0011787, Val MRR:0.31803, yago11k +2023-05-08 11:14:21,287 - [INFO] - [E:133| 300]: Train Loss:0.0011785, Val MRR:0.31803, yago11k +2023-05-08 11:16:04,765 - [INFO] - [E:133| 400]: Train Loss:0.0011788, Val MRR:0.31803, yago11k +2023-05-08 11:17:48,104 - [INFO] - [E:133| 500]: Train Loss:0.0011782, Val MRR:0.31803, yago11k +2023-05-08 11:19:31,027 - [INFO] - [E:133| 600]: Train Loss:0.0011785, Val MRR:0.31803, yago11k +2023-05-08 11:19:31,027 - [INFO] - [Epoch:133]: Training Loss:0.001178 + +2023-05-08 11:19:31,362 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:19:52,858 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:20:13,682 - [INFO] - [Evaluating Epoch 133 valid]: + MRR: Tail : 0.40371, Head : 0.22956, Avg : 0.31664 + +2023-05-08 11:20:13,682 - [INFO] - [Epoch 133]: Training Loss: 0.0011785, Valid MRR: 0.31803, + + + +2023-05-08 11:20:14,883 - [INFO] - [E:134| 0]: Train Loss:0.0011559, Val MRR:0.31803, yago11k +2023-05-08 11:21:58,478 - [INFO] - [E:134| 100]: Train Loss:0.0011744, Val MRR:0.31803, yago11k +2023-05-08 11:23:31,548 - [INFO] - [E:134| 200]: Train Loss:0.0011743, Val MRR:0.31803, yago11k +2023-05-08 11:25:14,892 - [INFO] - [E:134| 300]: Train Loss:0.0011755, Val MRR:0.31803, yago11k +2023-05-08 11:26:58,343 - [INFO] - [E:134| 400]: Train Loss:0.0011773, Val MRR:0.31803, yago11k +2023-05-08 11:28:41,385 - [INFO] - [E:134| 500]: Train Loss:0.0011778, Val MRR:0.31803, yago11k +2023-05-08 11:30:24,239 - [INFO] - [E:134| 600]: Train Loss:0.0011775, Val MRR:0.31803, yago11k +2023-05-08 11:30:24,240 - [INFO] - [Epoch:134]: Training Loss:0.001178 + +2023-05-08 11:30:24,763 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:30:45,602 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:30:58,578 - [INFO] - [Evaluating Epoch 134 valid]: + MRR: Tail : 0.39575, Head : 0.23083, Avg : 0.31329 + +2023-05-08 11:30:58,578 - [INFO] - [Epoch 134]: Training Loss: 0.0011775, Valid MRR: 0.31803, + + + +2023-05-08 11:30:59,232 - [INFO] - [E:135| 0]: Train Loss:0.0011696, Val MRR:0.31803, yago11k +2023-05-08 11:32:39,648 - [INFO] - [E:135| 100]: Train Loss:0.0011727, Val MRR:0.31803, yago11k +2023-05-08 11:34:22,724 - [INFO] - [E:135| 200]: Train Loss:0.001174, Val MRR:0.31803, yago11k +2023-05-08 11:36:06,731 - [INFO] - [E:135| 300]: Train Loss:0.0011756, Val MRR:0.31803, yago11k +2023-05-08 11:37:49,750 - [INFO] - [E:135| 400]: Train Loss:0.0011757, Val MRR:0.31803, yago11k +2023-05-08 11:39:35,579 - [INFO] - [E:135| 500]: Train Loss:0.0011759, Val MRR:0.31803, yago11k +2023-05-08 11:41:06,612 - [INFO] - [E:135| 600]: Train Loss:0.0011763, Val MRR:0.31803, yago11k +2023-05-08 11:41:06,612 - [INFO] - [Epoch:135]: Training Loss:0.001176 + +2023-05-08 11:41:07,092 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:41:27,795 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:41:49,030 - [INFO] - [Evaluating Epoch 135 valid]: + MRR: Tail : 0.40512, Head : 0.23053, Avg : 0.31783 + +2023-05-08 11:41:49,030 - [INFO] - [Epoch 135]: Training Loss: 0.0011763, Valid MRR: 0.31803, + + + +2023-05-08 11:41:50,224 - [INFO] - [E:136| 0]: Train Loss:0.00115, Val MRR:0.31803, yago11k +2023-05-08 11:43:32,715 - [INFO] - [E:136| 100]: Train Loss:0.001174, Val MRR:0.31803, yago11k +2023-05-08 11:45:14,112 - [INFO] - [E:136| 200]: Train Loss:0.0011736, Val MRR:0.31803, yago11k +2023-05-08 11:46:58,231 - [INFO] - [E:136| 300]: Train Loss:0.0011744, Val MRR:0.31803, yago11k +2023-05-08 11:48:31,935 - [INFO] - [E:136| 400]: Train Loss:0.0011745, Val MRR:0.31803, yago11k +2023-05-08 11:50:15,145 - [INFO] - [E:136| 500]: Train Loss:0.0011753, Val MRR:0.31803, yago11k +2023-05-08 11:51:57,425 - [INFO] - [E:136| 600]: Train Loss:0.0011758, Val MRR:0.31803, yago11k +2023-05-08 11:51:57,425 - [INFO] - [Epoch:136]: Training Loss:0.001176 + +2023-05-08 11:51:57,886 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 11:52:18,492 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 11:52:39,489 - [INFO] - [Evaluating Epoch 136 valid]: + MRR: Tail : 0.39841, Head : 0.22921, Avg : 0.31381 + +2023-05-08 11:52:39,489 - [INFO] - [Epoch 136]: Training Loss: 0.0011758, Valid MRR: 0.31803, + + + +2023-05-08 11:52:40,665 - [INFO] - [E:137| 0]: Train Loss:0.0011802, Val MRR:0.31803, yago11k +2023-05-08 11:54:24,625 - [INFO] - [E:137| 100]: Train Loss:0.001173, Val MRR:0.31803, yago11k +2023-05-08 11:56:09,384 - [INFO] - [E:137| 200]: Train Loss:0.0011738, Val MRR:0.31803, yago11k +2023-05-08 11:57:42,619 - [INFO] - [E:137| 300]: Train Loss:0.0011741, Val MRR:0.31803, yago11k +2023-05-08 11:59:24,881 - [INFO] - [E:137| 400]: Train Loss:0.0011741, Val MRR:0.31803, yago11k +2023-05-08 12:01:08,705 - [INFO] - [E:137| 500]: Train Loss:0.0011742, Val MRR:0.31803, yago11k +2023-05-08 12:02:50,532 - [INFO] - [E:137| 600]: Train Loss:0.0011744, Val MRR:0.31803, yago11k +2023-05-08 12:02:50,532 - [INFO] - [Epoch:137]: Training Loss:0.001174 + +2023-05-08 12:02:50,862 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:03:12,319 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:03:33,217 - [INFO] - [Evaluating Epoch 137 valid]: + MRR: Tail : 0.40158, Head : 0.22919, Avg : 0.31539 + +2023-05-08 12:03:33,217 - [INFO] - [Epoch 137]: Training Loss: 0.0011744, Valid MRR: 0.31803, + + + +2023-05-08 12:03:34,304 - [INFO] - [E:138| 0]: Train Loss:0.0011822, Val MRR:0.31803, yago11k +2023-05-08 12:05:17,639 - [INFO] - [E:138| 100]: Train Loss:0.0011714, Val MRR:0.31803, yago11k +2023-05-08 12:06:50,384 - [INFO] - [E:138| 200]: Train Loss:0.0011731, Val MRR:0.31803, yago11k +2023-05-08 12:08:33,390 - [INFO] - [E:138| 300]: Train Loss:0.0011735, Val MRR:0.31803, yago11k +2023-05-08 12:10:16,884 - [INFO] - [E:138| 400]: Train Loss:0.0011732, Val MRR:0.31803, yago11k +2023-05-08 12:12:00,411 - [INFO] - [E:138| 500]: Train Loss:0.0011739, Val MRR:0.31803, yago11k +2023-05-08 12:13:43,141 - [INFO] - [E:138| 600]: Train Loss:0.0011742, Val MRR:0.31803, yago11k +2023-05-08 12:13:43,142 - [INFO] - [Epoch:138]: Training Loss:0.001174 + +2023-05-08 12:13:43,596 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:14:03,295 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:14:15,303 - [INFO] - [Evaluating Epoch 138 valid]: + MRR: Tail : 0.40194, Head : 0.23089, Avg : 0.31642 + +2023-05-08 12:14:15,303 - [INFO] - [Epoch 138]: Training Loss: 0.0011742, Valid MRR: 0.31803, + + + +2023-05-08 12:14:15,950 - [INFO] - [E:139| 0]: Train Loss:0.0011966, Val MRR:0.31803, yago11k +2023-05-08 12:15:57,612 - [INFO] - [E:139| 100]: Train Loss:0.0011746, Val MRR:0.31803, yago11k +2023-05-08 12:17:41,676 - [INFO] - [E:139| 200]: Train Loss:0.001173, Val MRR:0.31803, yago11k +2023-05-08 12:19:25,074 - [INFO] - [E:139| 300]: Train Loss:0.0011714, Val MRR:0.31803, yago11k +2023-05-08 12:21:08,423 - [INFO] - [E:139| 400]: Train Loss:0.0011724, Val MRR:0.31803, yago11k +2023-05-08 12:22:47,870 - [INFO] - [E:139| 500]: Train Loss:0.0011727, Val MRR:0.31803, yago11k +2023-05-08 12:24:23,995 - [INFO] - [E:139| 600]: Train Loss:0.0011733, Val MRR:0.31803, yago11k +2023-05-08 12:24:23,995 - [INFO] - [Epoch:139]: Training Loss:0.001173 + +2023-05-08 12:24:24,515 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:24:45,165 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:25:06,237 - [INFO] - [Evaluating Epoch 139 valid]: + MRR: Tail : 0.39808, Head : 0.22992, Avg : 0.314 + MR: Tail : 419.57, Head : 750.8, Avg : 585.19 + Hit-1: Tail : 0.30425, Head : 0.18839, Avg : 0.24632 + Hit-3: Tail : 0.4404, Head : 0.22395, Avg : 0.33218 + Hit-10: Tail : 0.57627, Head : 0.30731, Avg : 0.44179 +2023-05-08 12:25:06,237 - [INFO] - [Epoch 139]: Training Loss: 0.0011733, Valid MRR: 0.31803, + + + +2023-05-08 12:25:07,532 - [INFO] - [E:140| 0]: Train Loss:0.0011734, Val MRR:0.31803, yago11k +2023-05-08 12:26:51,077 - [INFO] - [E:140| 100]: Train Loss:0.0011699, Val MRR:0.31803, yago11k +2023-05-08 12:28:36,590 - [INFO] - [E:140| 200]: Train Loss:0.0011716, Val MRR:0.31803, yago11k +2023-05-08 12:30:19,315 - [INFO] - [E:140| 300]: Train Loss:0.0011724, Val MRR:0.31803, yago11k +2023-05-08 12:31:51,691 - [INFO] - [E:140| 400]: Train Loss:0.0011719, Val MRR:0.31803, yago11k +2023-05-08 12:33:35,261 - [INFO] - [E:140| 500]: Train Loss:0.0011722, Val MRR:0.31803, yago11k +2023-05-08 12:35:18,340 - [INFO] - [E:140| 600]: Train Loss:0.0011719, Val MRR:0.31803, yago11k +2023-05-08 12:35:18,341 - [INFO] - [Epoch:140]: Training Loss:0.001172 + +2023-05-08 12:35:18,858 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:35:39,808 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:36:01,295 - [INFO] - [Evaluating Epoch 140 valid]: + MRR: Tail : 0.40508, Head : 0.2294, Avg : 0.31724 + +2023-05-08 12:36:01,296 - [INFO] - [Epoch 140]: Training Loss: 0.0011719, Valid MRR: 0.31803, + + + +2023-05-08 12:36:02,400 - [INFO] - [E:141| 0]: Train Loss:0.0011575, Val MRR:0.31803, yago11k +2023-05-08 12:37:45,981 - [INFO] - [E:141| 100]: Train Loss:0.0011673, Val MRR:0.31803, yago11k +2023-05-08 12:39:29,255 - [INFO] - [E:141| 200]: Train Loss:0.0011698, Val MRR:0.31803, yago11k +2023-05-08 12:41:02,062 - [INFO] - [E:141| 300]: Train Loss:0.0011695, Val MRR:0.31803, yago11k +2023-05-08 12:42:45,507 - [INFO] - [E:141| 400]: Train Loss:0.0011704, Val MRR:0.31803, yago11k +2023-05-08 12:44:28,900 - [INFO] - [E:141| 500]: Train Loss:0.0011713, Val MRR:0.31803, yago11k +2023-05-08 12:46:11,037 - [INFO] - [E:141| 600]: Train Loss:0.0011714, Val MRR:0.31803, yago11k +2023-05-08 12:46:11,037 - [INFO] - [Epoch:141]: Training Loss:0.001171 + +2023-05-08 12:46:11,551 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:46:32,726 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:46:53,898 - [INFO] - [Evaluating Epoch 141 valid]: + MRR: Tail : 0.41038, Head : 0.2324, Avg : 0.32139 + +2023-05-08 12:46:54,844 - [INFO] - [Epoch 141]: Training Loss: 0.0011714, Valid MRR: 0.32139, + + + +2023-05-08 12:46:56,048 - [INFO] - [E:142| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k +2023-05-08 12:48:39,825 - [INFO] - [E:142| 100]: Train Loss:0.0011671, Val MRR:0.32139, yago11k +2023-05-08 12:50:12,827 - [INFO] - [E:142| 200]: Train Loss:0.0011688, Val MRR:0.32139, yago11k +2023-05-08 12:51:58,395 - [INFO] - [E:142| 300]: Train Loss:0.0011687, Val MRR:0.32139, yago11k +2023-05-08 12:53:41,508 - [INFO] - [E:142| 400]: Train Loss:0.0011693, Val MRR:0.32139, yago11k +2023-05-08 12:55:24,614 - [INFO] - [E:142| 500]: Train Loss:0.0011701, Val MRR:0.32139, yago11k +2023-05-08 12:57:06,666 - [INFO] - [E:142| 600]: Train Loss:0.0011705, Val MRR:0.32139, yago11k +2023-05-08 12:57:06,667 - [INFO] - [Epoch:142]: Training Loss:0.001171 + +2023-05-08 12:57:06,927 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 12:57:26,060 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 12:57:38,098 - [INFO] - [Evaluating Epoch 142 valid]: + MRR: Tail : 0.40274, Head : 0.22972, Avg : 0.31623 + +2023-05-08 12:57:38,098 - [INFO] - [Epoch 142]: Training Loss: 0.0011705, Valid MRR: 0.32139, + + + +2023-05-08 12:57:38,745 - [INFO] - [E:143| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k +2023-05-08 12:59:21,983 - [INFO] - [E:143| 100]: Train Loss:0.0011696, Val MRR:0.32139, yago11k +2023-05-08 13:01:05,540 - [INFO] - [E:143| 200]: Train Loss:0.0011681, Val MRR:0.32139, yago11k +2023-05-08 13:02:48,957 - [INFO] - [E:143| 300]: Train Loss:0.001169, Val MRR:0.32139, yago11k +2023-05-08 13:04:32,990 - [INFO] - [E:143| 400]: Train Loss:0.0011691, Val MRR:0.32139, yago11k +2023-05-08 13:06:11,972 - [INFO] - [E:143| 500]: Train Loss:0.0011694, Val MRR:0.32139, yago11k +2023-05-08 13:07:49,239 - [INFO] - [E:143| 600]: Train Loss:0.0011695, Val MRR:0.32139, yago11k +2023-05-08 13:07:49,240 - [INFO] - [Epoch:143]: Training Loss:0.00117 + +2023-05-08 13:07:49,503 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:08:10,322 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:08:31,511 - [INFO] - [Evaluating Epoch 143 valid]: + MRR: Tail : 0.40655, Head : 0.22957, Avg : 0.31806 + +2023-05-08 13:08:31,511 - [INFO] - [Epoch 143]: Training Loss: 0.0011695, Valid MRR: 0.32139, + + + +2023-05-08 13:08:32,665 - [INFO] - [E:144| 0]: Train Loss:0.0011857, Val MRR:0.32139, yago11k +2023-05-08 13:10:15,836 - [INFO] - [E:144| 100]: Train Loss:0.0011673, Val MRR:0.32139, yago11k +2023-05-08 13:11:58,990 - [INFO] - [E:144| 200]: Train Loss:0.0011672, Val MRR:0.32139, yago11k +2023-05-08 13:13:42,584 - [INFO] - [E:144| 300]: Train Loss:0.001168, Val MRR:0.32139, yago11k +2023-05-08 13:15:14,451 - [INFO] - [E:144| 400]: Train Loss:0.0011683, Val MRR:0.32139, yago11k +2023-05-08 13:16:56,535 - [INFO] - [E:144| 500]: Train Loss:0.0011682, Val MRR:0.32139, yago11k +2023-05-08 13:18:40,236 - [INFO] - [E:144| 600]: Train Loss:0.0011688, Val MRR:0.32139, yago11k +2023-05-08 13:18:40,236 - [INFO] - [Epoch:144]: Training Loss:0.001169 + +2023-05-08 13:18:40,722 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:19:01,592 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:19:22,744 - [INFO] - [Evaluating Epoch 144 valid]: + MRR: Tail : 0.40309, Head : 0.22844, Avg : 0.31577 + +2023-05-08 13:19:22,744 - [INFO] - [Epoch 144]: Training Loss: 0.0011688, Valid MRR: 0.32139, + + + +2023-05-08 13:19:23,926 - [INFO] - [E:145| 0]: Train Loss:0.0011563, Val MRR:0.32139, yago11k +2023-05-08 13:21:07,985 - [INFO] - [E:145| 100]: Train Loss:0.0011712, Val MRR:0.32139, yago11k +2023-05-08 13:22:50,935 - [INFO] - [E:145| 200]: Train Loss:0.0011686, Val MRR:0.32139, yago11k +2023-05-08 13:24:24,317 - [INFO] - [E:145| 300]: Train Loss:0.0011684, Val MRR:0.32139, yago11k +2023-05-08 13:26:07,782 - [INFO] - [E:145| 400]: Train Loss:0.0011675, Val MRR:0.32139, yago11k +2023-05-08 13:27:50,480 - [INFO] - [E:145| 500]: Train Loss:0.0011678, Val MRR:0.32139, yago11k +2023-05-08 13:29:32,885 - [INFO] - [E:145| 600]: Train Loss:0.0011679, Val MRR:0.32139, yago11k +2023-05-08 13:29:32,885 - [INFO] - [Epoch:145]: Training Loss:0.001168 + +2023-05-08 13:29:33,156 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:29:54,178 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:30:15,247 - [INFO] - [Evaluating Epoch 145 valid]: + MRR: Tail : 0.40306, Head : 0.23057, Avg : 0.31682 + +2023-05-08 13:30:15,247 - [INFO] - [Epoch 145]: Training Loss: 0.0011679, Valid MRR: 0.32139, + + + +2023-05-08 13:30:16,064 - [INFO] - [E:146| 0]: Train Loss:0.0011353, Val MRR:0.32139, yago11k +2023-05-08 13:31:59,054 - [INFO] - [E:146| 100]: Train Loss:0.0011631, Val MRR:0.32139, yago11k +2023-05-08 13:33:31,608 - [INFO] - [E:146| 200]: Train Loss:0.0011639, Val MRR:0.32139, yago11k +2023-05-08 13:35:14,876 - [INFO] - [E:146| 300]: Train Loss:0.0011651, Val MRR:0.32139, yago11k +2023-05-08 13:36:58,119 - [INFO] - [E:146| 400]: Train Loss:0.0011657, Val MRR:0.32139, yago11k +2023-05-08 13:38:40,809 - [INFO] - [E:146| 500]: Train Loss:0.0011659, Val MRR:0.32139, yago11k +2023-05-08 13:40:24,276 - [INFO] - [E:146| 600]: Train Loss:0.0011668, Val MRR:0.32139, yago11k +2023-05-08 13:40:24,276 - [INFO] - [Epoch:146]: Training Loss:0.001167 + +2023-05-08 13:40:24,775 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:40:42,948 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:40:54,980 - [INFO] - [Evaluating Epoch 146 valid]: + MRR: Tail : 0.40148, Head : 0.22905, Avg : 0.31526 + +2023-05-08 13:40:54,980 - [INFO] - [Epoch 146]: Training Loss: 0.0011668, Valid MRR: 0.32139, + + + +2023-05-08 13:40:55,639 - [INFO] - [E:147| 0]: Train Loss:0.0011859, Val MRR:0.32139, yago11k +2023-05-08 13:42:38,946 - [INFO] - [E:147| 100]: Train Loss:0.0011653, Val MRR:0.32139, yago11k +2023-05-08 13:44:22,956 - [INFO] - [E:147| 200]: Train Loss:0.0011644, Val MRR:0.32139, yago11k +2023-05-08 13:46:05,923 - [INFO] - [E:147| 300]: Train Loss:0.0011637, Val MRR:0.32139, yago11k +2023-05-08 13:47:49,841 - [INFO] - [E:147| 400]: Train Loss:0.0011652, Val MRR:0.32139, yago11k +2023-05-08 13:49:27,869 - [INFO] - [E:147| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k +2023-05-08 13:51:05,927 - [INFO] - [E:147| 600]: Train Loss:0.0011657, Val MRR:0.32139, yago11k +2023-05-08 13:51:05,927 - [INFO] - [Epoch:147]: Training Loss:0.001166 + +2023-05-08 13:51:06,232 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 13:51:27,130 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 13:51:48,651 - [INFO] - [Evaluating Epoch 147 valid]: + MRR: Tail : 0.40056, Head : 0.22792, Avg : 0.31424 + +2023-05-08 13:51:48,652 - [INFO] - [Epoch 147]: Training Loss: 0.0011657, Valid MRR: 0.32139, + + + +2023-05-08 13:51:49,597 - [INFO] - [E:148| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k +2023-05-08 13:53:33,292 - [INFO] - [E:148| 100]: Train Loss:0.001164, Val MRR:0.32139, yago11k +2023-05-08 13:55:16,698 - [INFO] - [E:148| 200]: Train Loss:0.0011643, Val MRR:0.32139, yago11k +2023-05-08 13:56:59,698 - [INFO] - [E:148| 300]: Train Loss:0.0011649, Val MRR:0.32139, yago11k +2023-05-08 13:58:32,519 - [INFO] - [E:148| 400]: Train Loss:0.0011653, Val MRR:0.32139, yago11k +2023-05-08 14:00:15,424 - [INFO] - [E:148| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k +2023-05-08 14:01:57,693 - [INFO] - [E:148| 600]: Train Loss:0.0011653, Val MRR:0.32139, yago11k +2023-05-08 14:01:57,694 - [INFO] - [Epoch:148]: Training Loss:0.001165 + +2023-05-08 14:01:58,040 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:02:19,392 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:02:40,541 - [INFO] - [Evaluating Epoch 148 valid]: + MRR: Tail : 0.40057, Head : 0.22957, Avg : 0.31507 + +2023-05-08 14:02:40,541 - [INFO] - [Epoch 148]: Training Loss: 0.0011653, Valid MRR: 0.32139, + + + +2023-05-08 14:02:41,980 - [INFO] - [E:149| 0]: Train Loss:0.0011552, Val MRR:0.32139, yago11k +2023-05-08 14:04:27,075 - [INFO] - [E:149| 100]: Train Loss:0.0011639, Val MRR:0.32139, yago11k +2023-05-08 14:06:09,847 - [INFO] - [E:149| 200]: Train Loss:0.0011614, Val MRR:0.32139, yago11k +2023-05-08 14:07:42,664 - [INFO] - [E:149| 300]: Train Loss:0.0011628, Val MRR:0.32139, yago11k +2023-05-08 14:09:25,525 - [INFO] - [E:149| 400]: Train Loss:0.0011627, Val MRR:0.32139, yago11k +2023-05-08 14:11:08,764 - [INFO] - [E:149| 500]: Train Loss:0.0011634, Val MRR:0.32139, yago11k +2023-05-08 14:12:51,165 - [INFO] - [E:149| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k +2023-05-08 14:12:51,165 - [INFO] - [Epoch:149]: Training Loss:0.001164 + +2023-05-08 14:12:51,669 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:13:12,821 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:13:33,981 - [INFO] - [Evaluating Epoch 149 valid]: + MRR: Tail : 0.40075, Head : 0.22967, Avg : 0.31521 + MR: Tail : 430.69, Head : 775.95, Avg : 603.32 + Hit-1: Tail : 0.30786, Head : 0.187, Avg : 0.24743 + Hit-3: Tail : 0.44262, Head : 0.22659, Avg : 0.33461 + Hit-10: Tail : 0.58336, Head : 0.3087, Avg : 0.44603 +2023-05-08 14:13:33,981 - [INFO] - [Epoch 149]: Training Loss: 0.0011637, Valid MRR: 0.32139, + + + +2023-05-08 14:13:34,839 - [INFO] - [E:150| 0]: Train Loss:0.0011586, Val MRR:0.32139, yago11k +2023-05-08 14:15:17,549 - [INFO] - [E:150| 100]: Train Loss:0.0011591, Val MRR:0.32139, yago11k +2023-05-08 14:16:50,826 - [INFO] - [E:150| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k +2023-05-08 14:18:35,207 - [INFO] - [E:150| 300]: Train Loss:0.0011624, Val MRR:0.32139, yago11k +2023-05-08 14:20:18,814 - [INFO] - [E:150| 400]: Train Loss:0.0011629, Val MRR:0.32139, yago11k +2023-05-08 14:22:02,946 - [INFO] - [E:150| 500]: Train Loss:0.0011636, Val MRR:0.32139, yago11k +2023-05-08 14:23:46,331 - [INFO] - [E:150| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k +2023-05-08 14:23:46,331 - [INFO] - [Epoch:150]: Training Loss:0.001164 + +2023-05-08 14:23:46,592 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:24:05,906 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:24:17,969 - [INFO] - [Evaluating Epoch 150 valid]: + MRR: Tail : 0.40283, Head : 0.23152, Avg : 0.31717 + +2023-05-08 14:24:17,969 - [INFO] - [Epoch 150]: Training Loss: 0.0011637, Valid MRR: 0.32139, + + + +2023-05-08 14:24:18,615 - [INFO] - [E:151| 0]: Train Loss:0.0011302, Val MRR:0.32139, yago11k +2023-05-08 14:26:00,753 - [INFO] - [E:151| 100]: Train Loss:0.001161, Val MRR:0.32139, yago11k +2023-05-08 14:27:43,908 - [INFO] - [E:151| 200]: Train Loss:0.0011615, Val MRR:0.32139, yago11k +2023-05-08 14:29:26,888 - [INFO] - [E:151| 300]: Train Loss:0.0011619, Val MRR:0.32139, yago11k +2023-05-08 14:31:11,576 - [INFO] - [E:151| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k +2023-05-08 14:32:50,936 - [INFO] - [E:151| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k +2023-05-08 14:34:26,942 - [INFO] - [E:151| 600]: Train Loss:0.0011631, Val MRR:0.32139, yago11k +2023-05-08 14:34:26,942 - [INFO] - [Epoch:151]: Training Loss:0.001163 + +2023-05-08 14:34:27,275 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:34:48,160 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:35:09,222 - [INFO] - [Evaluating Epoch 151 valid]: + MRR: Tail : 0.405, Head : 0.23062, Avg : 0.31781 + +2023-05-08 14:35:09,222 - [INFO] - [Epoch 151]: Training Loss: 0.0011631, Valid MRR: 0.32139, + + + +2023-05-08 14:35:10,286 - [INFO] - [E:152| 0]: Train Loss:0.0011509, Val MRR:0.32139, yago11k +2023-05-08 14:36:53,457 - [INFO] - [E:152| 100]: Train Loss:0.0011596, Val MRR:0.32139, yago11k +2023-05-08 14:38:36,200 - [INFO] - [E:152| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k +2023-05-08 14:40:20,162 - [INFO] - [E:152| 300]: Train Loss:0.0011629, Val MRR:0.32139, yago11k +2023-05-08 14:41:52,812 - [INFO] - [E:152| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k +2023-05-08 14:43:36,047 - [INFO] - [E:152| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k +2023-05-08 14:45:18,145 - [INFO] - [E:152| 600]: Train Loss:0.0011625, Val MRR:0.32139, yago11k +2023-05-08 14:45:18,145 - [INFO] - [Epoch:152]: Training Loss:0.001162 + +2023-05-08 14:45:18,668 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:45:38,991 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:45:59,176 - [INFO] - [Evaluating Epoch 152 valid]: + MRR: Tail : 0.40326, Head : 0.22871, Avg : 0.31598 + +2023-05-08 14:45:59,177 - [INFO] - [Epoch 152]: Training Loss: 0.0011625, Valid MRR: 0.32139, + + + +2023-05-08 14:46:00,385 - [INFO] - [E:153| 0]: Train Loss:0.0011324, Val MRR:0.32139, yago11k +2023-05-08 14:47:41,743 - [INFO] - [E:153| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k +2023-05-08 14:49:26,431 - [INFO] - [E:153| 200]: Train Loss:0.0011616, Val MRR:0.32139, yago11k +2023-05-08 14:51:00,760 - [INFO] - [E:153| 300]: Train Loss:0.0011612, Val MRR:0.32139, yago11k +2023-05-08 14:52:10,226 - [INFO] - [E:153| 400]: Train Loss:0.0011606, Val MRR:0.32139, yago11k +2023-05-08 14:53:15,313 - [INFO] - [E:153| 500]: Train Loss:0.001161, Val MRR:0.32139, yago11k +2023-05-08 14:54:19,971 - [INFO] - [E:153| 600]: Train Loss:0.0011616, Val MRR:0.32139, yago11k +2023-05-08 14:54:19,972 - [INFO] - [Epoch:153]: Training Loss:0.001162 + +2023-05-08 14:54:20,191 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 14:54:34,455 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 14:54:55,931 - [INFO] - [Evaluating Epoch 153 valid]: + MRR: Tail : 0.40385, Head : 0.23151, Avg : 0.31768 + +2023-05-08 14:54:55,931 - [INFO] - [Epoch 153]: Training Loss: 0.0011616, Valid MRR: 0.32139, + + + +2023-05-08 14:54:57,110 - [INFO] - [E:154| 0]: Train Loss:0.001141, Val MRR:0.32139, yago11k +2023-05-08 14:56:36,898 - [INFO] - [E:154| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k +2023-05-08 14:58:20,050 - [INFO] - [E:154| 200]: Train Loss:0.0011589, Val MRR:0.32139, yago11k +2023-05-08 15:00:04,125 - [INFO] - [E:154| 300]: Train Loss:0.0011596, Val MRR:0.32139, yago11k +2023-05-08 15:01:47,556 - [INFO] - [E:154| 400]: Train Loss:0.00116, Val MRR:0.32139, yago11k +2023-05-08 15:03:31,661 - [INFO] - [E:154| 500]: Train Loss:0.0011597, Val MRR:0.32139, yago11k +2023-05-08 15:05:03,941 - [INFO] - [E:154| 600]: Train Loss:0.0011607, Val MRR:0.32139, yago11k +2023-05-08 15:05:03,942 - [INFO] - [Epoch:154]: Training Loss:0.001161 + +2023-05-08 15:05:04,285 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:05:25,234 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:05:46,706 - [INFO] - [Evaluating Epoch 154 valid]: + MRR: Tail : 0.39735, Head : 0.231, Avg : 0.31418 + +2023-05-08 15:05:46,706 - [INFO] - [Epoch 154]: Training Loss: 0.0011607, Valid MRR: 0.32139, + + + +2023-05-08 15:05:47,612 - [INFO] - [E:155| 0]: Train Loss:0.0011787, Val MRR:0.32139, yago11k +2023-05-08 15:07:30,817 - [INFO] - [E:155| 100]: Train Loss:0.0011567, Val MRR:0.32139, yago11k +2023-05-08 15:09:12,881 - [INFO] - [E:155| 200]: Train Loss:0.0011585, Val MRR:0.32139, yago11k +2023-05-08 15:10:56,436 - [INFO] - [E:155| 300]: Train Loss:0.0011586, Val MRR:0.32139, yago11k +2023-05-08 15:12:40,075 - [INFO] - [E:155| 400]: Train Loss:0.0011596, Val MRR:0.32139, yago11k +2023-05-08 15:14:13,321 - [INFO] - [E:155| 500]: Train Loss:0.0011595, Val MRR:0.32139, yago11k +2023-05-08 15:15:55,183 - [INFO] - [E:155| 600]: Train Loss:0.00116, Val MRR:0.32139, yago11k +2023-05-08 15:15:55,183 - [INFO] - [Epoch:155]: Training Loss:0.00116 + +2023-05-08 15:15:55,533 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:16:16,541 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:16:37,677 - [INFO] - [Evaluating Epoch 155 valid]: + MRR: Tail : 0.40564, Head : 0.2319, Avg : 0.31877 + +2023-05-08 15:16:37,677 - [INFO] - [Epoch 155]: Training Loss: 0.00116, Valid MRR: 0.32139, + + + +2023-05-08 15:16:38,934 - [INFO] - [E:156| 0]: Train Loss:0.001158, Val MRR:0.32139, yago11k +2023-05-08 15:18:21,483 - [INFO] - [E:156| 100]: Train Loss:0.0011599, Val MRR:0.32139, yago11k +2023-05-08 15:20:05,299 - [INFO] - [E:156| 200]: Train Loss:0.001159, Val MRR:0.32139, yago11k +2023-05-08 15:21:48,005 - [INFO] - [E:156| 300]: Train Loss:0.0011591, Val MRR:0.32139, yago11k +2023-05-08 15:23:22,551 - [INFO] - [E:156| 400]: Train Loss:0.0011588, Val MRR:0.32139, yago11k +2023-05-08 15:25:05,443 - [INFO] - [E:156| 500]: Train Loss:0.0011591, Val MRR:0.32139, yago11k +2023-05-08 15:26:48,357 - [INFO] - [E:156| 600]: Train Loss:0.0011594, Val MRR:0.32139, yago11k +2023-05-08 15:26:48,358 - [INFO] - [Epoch:156]: Training Loss:0.001159 + +2023-05-08 15:26:48,682 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:27:09,512 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:27:30,942 - [INFO] - [Evaluating Epoch 156 valid]: + MRR: Tail : 0.40265, Head : 0.23056, Avg : 0.3166 + +2023-05-08 15:27:30,942 - [INFO] - [Epoch 156]: Training Loss: 0.0011594, Valid MRR: 0.32139, + + + +2023-05-08 15:27:31,781 - [INFO] - [E:157| 0]: Train Loss:0.0011419, Val MRR:0.32139, yago11k +2023-05-08 15:29:15,157 - [INFO] - [E:157| 100]: Train Loss:0.0011582, Val MRR:0.32139, yago11k +2023-05-08 15:30:48,766 - [INFO] - [E:157| 200]: Train Loss:0.0011582, Val MRR:0.32139, yago11k +2023-05-08 15:32:31,045 - [INFO] - [E:157| 300]: Train Loss:0.0011582, Val MRR:0.32139, yago11k +2023-05-08 15:34:14,065 - [INFO] - [E:157| 400]: Train Loss:0.0011589, Val MRR:0.32139, yago11k +2023-05-08 15:35:57,456 - [INFO] - [E:157| 500]: Train Loss:0.0011592, Val MRR:0.32139, yago11k +2023-05-08 15:37:40,533 - [INFO] - [E:157| 600]: Train Loss:0.001159, Val MRR:0.32139, yago11k +2023-05-08 15:37:40,534 - [INFO] - [Epoch:157]: Training Loss:0.001159 + +2023-05-08 15:37:41,039 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:38:01,916 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:38:23,398 - [INFO] - [Evaluating Epoch 157 valid]: + MRR: Tail : 0.4012, Head : 0.22971, Avg : 0.31546 + +2023-05-08 15:38:23,399 - [INFO] - [Epoch 157]: Training Loss: 0.001159, Valid MRR: 0.32139, + + + +2023-05-08 15:38:24,247 - [INFO] - [E:158| 0]: Train Loss:0.0011441, Val MRR:0.32139, yago11k +2023-05-08 15:39:57,531 - [INFO] - [E:158| 100]: Train Loss:0.001155, Val MRR:0.32139, yago11k +2023-05-08 15:41:41,123 - [INFO] - [E:158| 200]: Train Loss:0.0011568, Val MRR:0.32139, yago11k +2023-05-08 15:43:24,342 - [INFO] - [E:158| 300]: Train Loss:0.0011573, Val MRR:0.32139, yago11k +2023-05-08 15:45:09,513 - [INFO] - [E:158| 400]: Train Loss:0.0011583, Val MRR:0.32139, yago11k +2023-05-08 15:46:52,556 - [INFO] - [E:158| 500]: Train Loss:0.0011576, Val MRR:0.32139, yago11k +2023-05-08 15:48:24,808 - [INFO] - [E:158| 600]: Train Loss:0.0011583, Val MRR:0.32139, yago11k +2023-05-08 15:48:24,808 - [INFO] - [Epoch:158]: Training Loss:0.001158 + +2023-05-08 15:48:25,031 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:48:45,845 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 15:49:07,080 - [INFO] - [Evaluating Epoch 158 valid]: + MRR: Tail : 0.40462, Head : 0.22817, Avg : 0.31639 + +2023-05-08 15:49:07,080 - [INFO] - [Epoch 158]: Training Loss: 0.0011583, Valid MRR: 0.32139, + + + +2023-05-08 15:49:08,047 - [INFO] - [E:159| 0]: Train Loss:0.001137, Val MRR:0.32139, yago11k +2023-05-08 15:50:51,402 - [INFO] - [E:159| 100]: Train Loss:0.001156, Val MRR:0.32139, yago11k +2023-05-08 15:52:34,858 - [INFO] - [E:159| 200]: Train Loss:0.0011559, Val MRR:0.32139, yago11k +2023-05-08 15:54:18,015 - [INFO] - [E:159| 300]: Train Loss:0.0011574, Val MRR:0.32139, yago11k +2023-05-08 15:56:01,684 - [INFO] - [E:159| 400]: Train Loss:0.0011582, Val MRR:0.32139, yago11k +2023-05-08 15:57:34,174 - [INFO] - [E:159| 500]: Train Loss:0.0011575, Val MRR:0.32139, yago11k +2023-05-08 15:59:17,332 - [INFO] - [E:159| 600]: Train Loss:0.0011579, Val MRR:0.32139, yago11k +2023-05-08 15:59:17,333 - [INFO] - [Epoch:159]: Training Loss:0.001158 + +2023-05-08 15:59:17,693 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 15:59:38,592 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:00:00,099 - [INFO] - [Evaluating Epoch 159 valid]: + MRR: Tail : 0.40532, Head : 0.23037, Avg : 0.31784 + MR: Tail : 473.41, Head : 798.09, Avg : 635.75 + Hit-1: Tail : 0.31953, Head : 0.18741, Avg : 0.25347 + Hit-3: Tail : 0.44137, Head : 0.22659, Avg : 0.33398 + Hit-10: Tail : 0.57808, Head : 0.30689, Avg : 0.44248 +2023-05-08 16:00:00,099 - [INFO] - [Epoch 159]: Training Loss: 0.0011579, Valid MRR: 0.32139, + + + +2023-05-08 16:00:00,996 - [INFO] - [E:160| 0]: Train Loss:0.0011744, Val MRR:0.32139, yago11k +2023-05-08 16:01:44,841 - [INFO] - [E:160| 100]: Train Loss:0.0011561, Val MRR:0.32139, yago11k +2023-05-08 16:03:28,195 - [INFO] - [E:160| 200]: Train Loss:0.0011555, Val MRR:0.32139, yago11k +2023-05-08 16:05:11,187 - [INFO] - [E:160| 300]: Train Loss:0.0011551, Val MRR:0.32139, yago11k +2023-05-08 16:06:44,470 - [INFO] - [E:160| 400]: Train Loss:0.0011557, Val MRR:0.32139, yago11k +2023-05-08 16:08:27,760 - [INFO] - [E:160| 500]: Train Loss:0.0011563, Val MRR:0.32139, yago11k +2023-05-08 16:10:10,218 - [INFO] - [E:160| 600]: Train Loss:0.001157, Val MRR:0.32139, yago11k +2023-05-08 16:10:10,218 - [INFO] - [Epoch:160]: Training Loss:0.001157 + +2023-05-08 16:10:10,524 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:10:31,434 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:10:52,932 - [INFO] - [Evaluating Epoch 160 valid]: + MRR: Tail : 0.40379, Head : 0.2292, Avg : 0.31649 + +2023-05-08 16:10:52,932 - [INFO] - [Epoch 160]: Training Loss: 0.001157, Valid MRR: 0.32139, + + + +2023-05-08 16:10:53,856 - [INFO] - [E:161| 0]: Train Loss:0.0011459, Val MRR:0.32139, yago11k +2023-05-08 16:12:37,294 - [INFO] - [E:161| 100]: Train Loss:0.001157, Val MRR:0.32139, yago11k +2023-05-08 16:14:20,577 - [INFO] - [E:161| 200]: Train Loss:0.0011557, Val MRR:0.32139, yago11k +2023-05-08 16:15:52,808 - [INFO] - [E:161| 300]: Train Loss:0.0011565, Val MRR:0.32139, yago11k +2023-05-08 16:17:35,743 - [INFO] - [E:161| 400]: Train Loss:0.0011565, Val MRR:0.32139, yago11k +2023-05-08 16:19:18,381 - [INFO] - [E:161| 500]: Train Loss:0.0011564, Val MRR:0.32139, yago11k +2023-05-08 16:21:00,522 - [INFO] - [E:161| 600]: Train Loss:0.001156, Val MRR:0.32139, yago11k +2023-05-08 16:21:00,522 - [INFO] - [Epoch:161]: Training Loss:0.001156 + +2023-05-08 16:21:00,995 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:21:21,522 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:21:42,597 - [INFO] - [Evaluating Epoch 161 valid]: + MRR: Tail : 0.409, Head : 0.23115, Avg : 0.32008 + +2023-05-08 16:21:42,597 - [INFO] - [Epoch 161]: Training Loss: 0.001156, Valid MRR: 0.32139, + + + +2023-05-08 16:21:43,562 - [INFO] - [E:162| 0]: Train Loss:0.0011342, Val MRR:0.32139, yago11k +2023-05-08 16:23:16,486 - [INFO] - [E:162| 100]: Train Loss:0.0011534, Val MRR:0.32139, yago11k +2023-05-08 16:25:00,111 - [INFO] - [E:162| 200]: Train Loss:0.0011541, Val MRR:0.32139, yago11k +2023-05-08 16:26:43,593 - [INFO] - [E:162| 300]: Train Loss:0.0011548, Val MRR:0.32139, yago11k +2023-05-08 16:28:27,498 - [INFO] - [E:162| 400]: Train Loss:0.0011548, Val MRR:0.32139, yago11k +2023-05-08 16:30:10,689 - [INFO] - [E:162| 500]: Train Loss:0.0011554, Val MRR:0.32139, yago11k +2023-05-08 16:31:45,174 - [INFO] - [E:162| 600]: Train Loss:0.0011557, Val MRR:0.32139, yago11k +2023-05-08 16:31:45,174 - [INFO] - [Epoch:162]: Training Loss:0.001156 + +2023-05-08 16:31:45,392 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:32:04,758 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:32:27,749 - [INFO] - [Evaluating Epoch 162 valid]: + MRR: Tail : 0.40767, Head : 0.23106, Avg : 0.31937 + +2023-05-08 16:32:27,749 - [INFO] - [Epoch 162]: Training Loss: 0.0011557, Valid MRR: 0.32139, + + + +2023-05-08 16:32:28,855 - [INFO] - [E:163| 0]: Train Loss:0.0011801, Val MRR:0.32139, yago11k +2023-05-08 16:34:12,248 - [INFO] - [E:163| 100]: Train Loss:0.0011505, Val MRR:0.32139, yago11k +2023-05-08 16:35:55,809 - [INFO] - [E:163| 200]: Train Loss:0.0011532, Val MRR:0.32139, yago11k +2023-05-08 16:37:39,268 - [INFO] - [E:163| 300]: Train Loss:0.0011541, Val MRR:0.32139, yago11k +2023-05-08 16:39:22,320 - [INFO] - [E:163| 400]: Train Loss:0.0011544, Val MRR:0.32139, yago11k +2023-05-08 16:40:54,920 - [INFO] - [E:163| 500]: Train Loss:0.0011545, Val MRR:0.32139, yago11k +2023-05-08 16:42:37,505 - [INFO] - [E:163| 600]: Train Loss:0.001155, Val MRR:0.32139, yago11k +2023-05-08 16:42:37,505 - [INFO] - [Epoch:163]: Training Loss:0.001155 + +2023-05-08 16:42:37,767 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:42:59,014 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:43:19,998 - [INFO] - [Evaluating Epoch 163 valid]: + MRR: Tail : 0.40391, Head : 0.23056, Avg : 0.31723 + +2023-05-08 16:43:19,998 - [INFO] - [Epoch 163]: Training Loss: 0.001155, Valid MRR: 0.32139, + + + +2023-05-08 16:43:21,199 - [INFO] - [E:164| 0]: Train Loss:0.0011829, Val MRR:0.32139, yago11k +2023-05-08 16:45:04,756 - [INFO] - [E:164| 100]: Train Loss:0.0011513, Val MRR:0.32139, yago11k +2023-05-08 16:46:48,327 - [INFO] - [E:164| 200]: Train Loss:0.0011533, Val MRR:0.32139, yago11k +2023-05-08 16:48:31,586 - [INFO] - [E:164| 300]: Train Loss:0.0011544, Val MRR:0.32139, yago11k +2023-05-08 16:50:04,589 - [INFO] - [E:164| 400]: Train Loss:0.001155, Val MRR:0.32139, yago11k +2023-05-08 16:51:48,419 - [INFO] - [E:164| 500]: Train Loss:0.0011543, Val MRR:0.32139, yago11k +2023-05-08 16:53:31,305 - [INFO] - [E:164| 600]: Train Loss:0.0011546, Val MRR:0.32139, yago11k +2023-05-08 16:53:31,306 - [INFO] - [Epoch:164]: Training Loss:0.001155 + +2023-05-08 16:53:31,567 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 16:53:52,526 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 16:54:13,928 - [INFO] - [Evaluating Epoch 164 valid]: + MRR: Tail : 0.39865, Head : 0.23109, Avg : 0.31487 + +2023-05-08 16:54:13,929 - [INFO] - [Epoch 164]: Training Loss: 0.0011546, Valid MRR: 0.32139, + + + +2023-05-08 16:54:15,131 - [INFO] - [E:165| 0]: Train Loss:0.0011254, Val MRR:0.32139, yago11k +2023-05-08 16:55:58,541 - [INFO] - [E:165| 100]: Train Loss:0.0011521, Val MRR:0.32139, yago11k +2023-05-08 16:57:41,465 - [INFO] - [E:165| 200]: Train Loss:0.0011527, Val MRR:0.32139, yago11k +2023-05-08 16:59:14,547 - [INFO] - [E:165| 300]: Train Loss:0.0011533, Val MRR:0.32139, yago11k +2023-05-08 17:00:57,762 - [INFO] - [E:165| 400]: Train Loss:0.0011525, Val MRR:0.32139, yago11k +2023-05-08 17:02:40,704 - [INFO] - [E:165| 500]: Train Loss:0.0011528, Val MRR:0.32139, yago11k +2023-05-08 17:04:22,377 - [INFO] - [E:165| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k +2023-05-08 17:04:22,377 - [INFO] - [Epoch:165]: Training Loss:0.001153 + +2023-05-08 17:04:22,821 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:04:43,943 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:05:05,173 - [INFO] - [Evaluating Epoch 165 valid]: + MRR: Tail : 0.40272, Head : 0.22879, Avg : 0.31575 + +2023-05-08 17:05:05,173 - [INFO] - [Epoch 165]: Training Loss: 0.0011535, Valid MRR: 0.32139, + + + +2023-05-08 17:05:06,004 - [INFO] - [E:166| 0]: Train Loss:0.0011446, Val MRR:0.32139, yago11k +2023-05-08 17:06:42,959 - [INFO] - [E:166| 100]: Train Loss:0.0011525, Val MRR:0.32139, yago11k +2023-05-08 17:08:22,773 - [INFO] - [E:166| 200]: Train Loss:0.0011535, Val MRR:0.32139, yago11k +2023-05-08 17:10:06,200 - [INFO] - [E:166| 300]: Train Loss:0.0011526, Val MRR:0.32139, yago11k +2023-05-08 17:11:49,160 - [INFO] - [E:166| 400]: Train Loss:0.0011529, Val MRR:0.32139, yago11k +2023-05-08 17:13:31,949 - [INFO] - [E:166| 500]: Train Loss:0.0011534, Val MRR:0.32139, yago11k +2023-05-08 17:15:14,752 - [INFO] - [E:166| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k +2023-05-08 17:15:14,752 - [INFO] - [Epoch:166]: Training Loss:0.001153 + +2023-05-08 17:15:15,014 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:15:27,299 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:15:44,086 - [INFO] - [Evaluating Epoch 166 valid]: + MRR: Tail : 0.40161, Head : 0.22932, Avg : 0.31547 + +2023-05-08 17:15:44,086 - [INFO] - [Epoch 166]: Training Loss: 0.0011535, Valid MRR: 0.32139, + + + +2023-05-08 17:15:45,167 - [INFO] - [E:167| 0]: Train Loss:0.0011323, Val MRR:0.32139, yago11k +2023-05-08 17:17:28,776 - [INFO] - [E:167| 100]: Train Loss:0.0011508, Val MRR:0.32139, yago11k +2023-05-08 17:19:11,471 - [INFO] - [E:167| 200]: Train Loss:0.0011529, Val MRR:0.32139, yago11k +2023-05-08 17:20:56,853 - [INFO] - [E:167| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k +2023-05-08 17:22:39,910 - [INFO] - [E:167| 400]: Train Loss:0.0011528, Val MRR:0.32139, yago11k +2023-05-08 17:24:16,466 - [INFO] - [E:167| 500]: Train Loss:0.0011529, Val MRR:0.32139, yago11k +2023-05-08 17:25:55,155 - [INFO] - [E:167| 600]: Train Loss:0.0011532, Val MRR:0.32139, yago11k +2023-05-08 17:25:55,156 - [INFO] - [Epoch:167]: Training Loss:0.001153 + +2023-05-08 17:25:55,418 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:26:16,682 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:26:37,579 - [INFO] - [Evaluating Epoch 167 valid]: + MRR: Tail : 0.40385, Head : 0.2292, Avg : 0.31653 + +2023-05-08 17:26:37,579 - [INFO] - [Epoch 167]: Training Loss: 0.0011532, Valid MRR: 0.32139, + + + +2023-05-08 17:26:38,783 - [INFO] - [E:168| 0]: Train Loss:0.0011392, Val MRR:0.32139, yago11k +2023-05-08 17:28:21,993 - [INFO] - [E:168| 100]: Train Loss:0.0011515, Val MRR:0.32139, yago11k +2023-05-08 17:30:05,172 - [INFO] - [E:168| 200]: Train Loss:0.0011514, Val MRR:0.32139, yago11k +2023-05-08 17:31:48,551 - [INFO] - [E:168| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k +2023-05-08 17:33:20,919 - [INFO] - [E:168| 400]: Train Loss:0.0011526, Val MRR:0.32139, yago11k +2023-05-08 17:35:03,980 - [INFO] - [E:168| 500]: Train Loss:0.0011527, Val MRR:0.32139, yago11k +2023-05-08 17:36:46,012 - [INFO] - [E:168| 600]: Train Loss:0.001152, Val MRR:0.32139, yago11k +2023-05-08 17:36:46,012 - [INFO] - [Epoch:168]: Training Loss:0.001152 + +2023-05-08 17:36:46,353 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:37:07,870 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:37:28,965 - [INFO] - [Evaluating Epoch 168 valid]: + MRR: Tail : 0.4025, Head : 0.23001, Avg : 0.31625 + +2023-05-08 17:37:28,965 - [INFO] - [Epoch 168]: Training Loss: 0.001152, Valid MRR: 0.32139, + + + +2023-05-08 17:37:30,205 - [INFO] - [E:169| 0]: Train Loss:0.0011363, Val MRR:0.32139, yago11k +2023-05-08 17:39:13,462 - [INFO] - [E:169| 100]: Train Loss:0.0011509, Val MRR:0.32139, yago11k +2023-05-08 17:40:56,707 - [INFO] - [E:169| 200]: Train Loss:0.0011492, Val MRR:0.32139, yago11k +2023-05-08 17:42:30,006 - [INFO] - [E:169| 300]: Train Loss:0.0011508, Val MRR:0.32139, yago11k +2023-05-08 17:44:13,035 - [INFO] - [E:169| 400]: Train Loss:0.0011517, Val MRR:0.32139, yago11k +2023-05-08 17:45:55,207 - [INFO] - [E:169| 500]: Train Loss:0.0011521, Val MRR:0.32139, yago11k +2023-05-08 17:47:36,173 - [INFO] - [E:169| 600]: Train Loss:0.0011519, Val MRR:0.32139, yago11k +2023-05-08 17:47:36,173 - [INFO] - [Epoch:169]: Training Loss:0.001152 + +2023-05-08 17:47:36,435 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:47:57,545 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:48:19,112 - [INFO] - [Evaluating Epoch 169 valid]: + MRR: Tail : 0.40382, Head : 0.22977, Avg : 0.3168 + MR: Tail : 479.01, Head : 798.8, Avg : 638.91 + Hit-1: Tail : 0.31286, Head : 0.18797, Avg : 0.25042 + Hit-3: Tail : 0.44624, Head : 0.22576, Avg : 0.336 + Hit-10: Tail : 0.57919, Head : 0.3062, Avg : 0.44269 +2023-05-08 17:48:19,112 - [INFO] - [Epoch 169]: Training Loss: 0.0011519, Valid MRR: 0.32139, + + + +2023-05-08 17:48:20,213 - [INFO] - [E:170| 0]: Train Loss:0.0011378, Val MRR:0.32139, yago11k +2023-05-08 17:50:02,485 - [INFO] - [E:170| 100]: Train Loss:0.0011496, Val MRR:0.32139, yago11k +2023-05-08 17:51:37,398 - [INFO] - [E:170| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k +2023-05-08 17:53:20,934 - [INFO] - [E:170| 300]: Train Loss:0.00115, Val MRR:0.32139, yago11k +2023-05-08 17:55:03,790 - [INFO] - [E:170| 400]: Train Loss:0.0011505, Val MRR:0.32139, yago11k +2023-05-08 17:56:47,195 - [INFO] - [E:170| 500]: Train Loss:0.0011508, Val MRR:0.32139, yago11k +2023-05-08 17:58:29,864 - [INFO] - [E:170| 600]: Train Loss:0.0011509, Val MRR:0.32139, yago11k +2023-05-08 17:58:29,865 - [INFO] - [Epoch:170]: Training Loss:0.001151 + +2023-05-08 17:58:30,210 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 17:58:47,022 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 17:58:59,367 - [INFO] - [Evaluating Epoch 170 valid]: + MRR: Tail : 0.4049, Head : 0.22851, Avg : 0.3167 + +2023-05-08 17:58:59,367 - [INFO] - [Epoch 170]: Training Loss: 0.0011509, Valid MRR: 0.32139, + + + +2023-05-08 17:59:00,568 - [INFO] - [E:171| 0]: Train Loss:0.0011906, Val MRR:0.32139, yago11k +2023-05-08 18:00:43,725 - [INFO] - [E:171| 100]: Train Loss:0.0011484, Val MRR:0.32139, yago11k +2023-05-08 18:02:26,958 - [INFO] - [E:171| 200]: Train Loss:0.0011491, Val MRR:0.32139, yago11k +2023-05-08 18:04:10,831 - [INFO] - [E:171| 300]: Train Loss:0.0011498, Val MRR:0.32139, yago11k +2023-05-08 18:05:54,827 - [INFO] - [E:171| 400]: Train Loss:0.0011498, Val MRR:0.32139, yago11k +2023-05-08 18:07:32,070 - [INFO] - [E:171| 500]: Train Loss:0.0011503, Val MRR:0.32139, yago11k +2023-05-08 18:09:12,683 - [INFO] - [E:171| 600]: Train Loss:0.0011507, Val MRR:0.32139, yago11k +2023-05-08 18:09:12,683 - [INFO] - [Epoch:171]: Training Loss:0.001151 + +2023-05-08 18:09:12,945 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:09:34,110 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:09:55,261 - [INFO] - [Evaluating Epoch 171 valid]: + MRR: Tail : 0.40311, Head : 0.22977, Avg : 0.31644 + +2023-05-08 18:09:55,261 - [INFO] - [Epoch 171]: Training Loss: 0.0011507, Valid MRR: 0.32139, + + + +2023-05-08 18:09:56,465 - [INFO] - [E:172| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k +2023-05-08 18:11:40,092 - [INFO] - [E:172| 100]: Train Loss:0.001147, Val MRR:0.32139, yago11k +2023-05-08 18:13:23,069 - [INFO] - [E:172| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k +2023-05-08 18:15:06,060 - [INFO] - [E:172| 300]: Train Loss:0.0011477, Val MRR:0.32139, yago11k +2023-05-08 18:16:38,400 - [INFO] - [E:172| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k +2023-05-08 18:18:21,409 - [INFO] - [E:172| 500]: Train Loss:0.0011489, Val MRR:0.32139, yago11k +2023-05-08 18:20:04,209 - [INFO] - [E:172| 600]: Train Loss:0.00115, Val MRR:0.32139, yago11k +2023-05-08 18:20:04,209 - [INFO] - [Epoch:172]: Training Loss:0.00115 + +2023-05-08 18:20:04,472 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:20:25,488 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:20:46,705 - [INFO] - [Evaluating Epoch 172 valid]: + MRR: Tail : 0.40039, Head : 0.23024, Avg : 0.31531 + +2023-05-08 18:20:46,705 - [INFO] - [Epoch 172]: Training Loss: 0.00115, Valid MRR: 0.32139, + + + +2023-05-08 18:20:47,913 - [INFO] - [E:173| 0]: Train Loss:0.0011921, Val MRR:0.32139, yago11k +2023-05-08 18:22:30,985 - [INFO] - [E:173| 100]: Train Loss:0.0011504, Val MRR:0.32139, yago11k +2023-05-08 18:24:14,537 - [INFO] - [E:173| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k +2023-05-08 18:25:48,206 - [INFO] - [E:173| 300]: Train Loss:0.0011501, Val MRR:0.32139, yago11k +2023-05-08 18:27:31,571 - [INFO] - [E:173| 400]: Train Loss:0.0011502, Val MRR:0.32139, yago11k +2023-05-08 18:29:14,532 - [INFO] - [E:173| 500]: Train Loss:0.0011501, Val MRR:0.32139, yago11k +2023-05-08 18:30:56,845 - [INFO] - [E:173| 600]: Train Loss:0.0011499, Val MRR:0.32139, yago11k +2023-05-08 18:30:56,846 - [INFO] - [Epoch:173]: Training Loss:0.00115 + +2023-05-08 18:30:57,129 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:31:18,181 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:31:39,267 - [INFO] - [Evaluating Epoch 173 valid]: + MRR: Tail : 0.40511, Head : 0.23017, Avg : 0.31764 + +2023-05-08 18:31:39,267 - [INFO] - [Epoch 173]: Training Loss: 0.0011499, Valid MRR: 0.32139, + + + +2023-05-08 18:31:40,112 - [INFO] - [E:174| 0]: Train Loss:0.0011387, Val MRR:0.32139, yago11k +2023-05-08 18:33:24,140 - [INFO] - [E:174| 100]: Train Loss:0.0011494, Val MRR:0.32139, yago11k +2023-05-08 18:34:57,533 - [INFO] - [E:174| 200]: Train Loss:0.0011483, Val MRR:0.32139, yago11k +2023-05-08 18:36:40,595 - [INFO] - [E:174| 300]: Train Loss:0.0011485, Val MRR:0.32139, yago11k +2023-05-08 18:38:23,488 - [INFO] - [E:174| 400]: Train Loss:0.0011486, Val MRR:0.32139, yago11k +2023-05-08 18:40:06,963 - [INFO] - [E:174| 500]: Train Loss:0.001149, Val MRR:0.32139, yago11k +2023-05-08 18:41:49,239 - [INFO] - [E:174| 600]: Train Loss:0.0011493, Val MRR:0.32139, yago11k +2023-05-08 18:41:49,240 - [INFO] - [Epoch:174]: Training Loss:0.001149 + +2023-05-08 18:41:49,754 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:42:10,636 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:42:24,871 - [INFO] - [Evaluating Epoch 174 valid]: + MRR: Tail : 0.39851, Head : 0.23031, Avg : 0.31441 + +2023-05-08 18:42:24,871 - [INFO] - [Epoch 174]: Training Loss: 0.0011493, Valid MRR: 0.32139, + + + +2023-05-08 18:42:25,517 - [INFO] - [E:175| 0]: Train Loss:0.0011443, Val MRR:0.32139, yago11k +2023-05-08 18:44:03,725 - [INFO] - [E:175| 100]: Train Loss:0.0011467, Val MRR:0.32139, yago11k +2023-05-08 18:45:46,705 - [INFO] - [E:175| 200]: Train Loss:0.0011485, Val MRR:0.32139, yago11k +2023-05-08 18:47:30,768 - [INFO] - [E:175| 300]: Train Loss:0.0011486, Val MRR:0.32139, yago11k +2023-05-08 18:49:14,644 - [INFO] - [E:175| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k +2023-05-08 18:50:58,100 - [INFO] - [E:175| 500]: Train Loss:0.0011485, Val MRR:0.32139, yago11k +2023-05-08 18:52:30,593 - [INFO] - [E:175| 600]: Train Loss:0.0011485, Val MRR:0.32139, yago11k +2023-05-08 18:52:30,593 - [INFO] - [Epoch:175]: Training Loss:0.001149 + +2023-05-08 18:52:30,942 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 18:52:52,322 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 18:53:13,522 - [INFO] - [Evaluating Epoch 175 valid]: + MRR: Tail : 0.40519, Head : 0.23031, Avg : 0.31775 + +2023-05-08 18:53:13,522 - [INFO] - [Epoch 175]: Training Loss: 0.0011485, Valid MRR: 0.32139, + + + +2023-05-08 18:53:14,725 - [INFO] - [E:176| 0]: Train Loss:0.0011337, Val MRR:0.32139, yago11k +2023-05-08 18:54:57,775 - [INFO] - [E:176| 100]: Train Loss:0.0011465, Val MRR:0.32139, yago11k +2023-05-08 18:56:42,643 - [INFO] - [E:176| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k +2023-05-08 18:58:26,068 - [INFO] - [E:176| 300]: Train Loss:0.0011474, Val MRR:0.32139, yago11k +2023-05-08 19:00:00,096 - [INFO] - [E:176| 400]: Train Loss:0.001148, Val MRR:0.32139, yago11k +2023-05-08 19:01:41,021 - [INFO] - [E:176| 500]: Train Loss:0.0011476, Val MRR:0.32139, yago11k +2023-05-08 19:03:23,468 - [INFO] - [E:176| 600]: Train Loss:0.0011482, Val MRR:0.32139, yago11k +2023-05-08 19:03:23,469 - [INFO] - [Epoch:176]: Training Loss:0.001148 + +2023-05-08 19:03:23,814 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:03:44,968 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:04:05,835 - [INFO] - [Evaluating Epoch 176 valid]: + MRR: Tail : 0.4031, Head : 0.23016, Avg : 0.31663 + +2023-05-08 19:04:05,835 - [INFO] - [Epoch 176]: Training Loss: 0.0011482, Valid MRR: 0.32139, + + + +2023-05-08 19:04:06,968 - [INFO] - [E:177| 0]: Train Loss:0.0011833, Val MRR:0.32139, yago11k +2023-05-08 19:05:50,539 - [INFO] - [E:177| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k +2023-05-08 19:07:33,667 - [INFO] - [E:177| 200]: Train Loss:0.0011455, Val MRR:0.32139, yago11k +2023-05-08 19:09:06,452 - [INFO] - [E:177| 300]: Train Loss:0.0011467, Val MRR:0.32139, yago11k +2023-05-08 19:10:50,301 - [INFO] - [E:177| 400]: Train Loss:0.001147, Val MRR:0.32139, yago11k +2023-05-08 19:12:33,814 - [INFO] - [E:177| 500]: Train Loss:0.0011469, Val MRR:0.32139, yago11k +2023-05-08 19:14:17,038 - [INFO] - [E:177| 600]: Train Loss:0.0011478, Val MRR:0.32139, yago11k +2023-05-08 19:14:17,039 - [INFO] - [Epoch:177]: Training Loss:0.001148 + +2023-05-08 19:14:17,391 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:14:38,649 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:14:59,945 - [INFO] - [Evaluating Epoch 177 valid]: + MRR: Tail : 0.39855, Head : 0.22987, Avg : 0.31421 + +2023-05-08 19:14:59,945 - [INFO] - [Epoch 177]: Training Loss: 0.0011478, Valid MRR: 0.32139, + + + +2023-05-08 19:15:01,055 - [INFO] - [E:178| 0]: Train Loss:0.0011364, Val MRR:0.32139, yago11k +2023-05-08 19:16:43,659 - [INFO] - [E:178| 100]: Train Loss:0.0011466, Val MRR:0.32139, yago11k +2023-05-08 19:18:15,239 - [INFO] - [E:178| 200]: Train Loss:0.0011465, Val MRR:0.32139, yago11k +2023-05-08 19:20:00,968 - [INFO] - [E:178| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k +2023-05-08 19:21:44,255 - [INFO] - [E:178| 400]: Train Loss:0.0011461, Val MRR:0.32139, yago11k +2023-05-08 19:23:27,016 - [INFO] - [E:178| 500]: Train Loss:0.0011467, Val MRR:0.32139, yago11k +2023-05-08 19:25:09,374 - [INFO] - [E:178| 600]: Train Loss:0.0011471, Val MRR:0.32139, yago11k +2023-05-08 19:25:09,374 - [INFO] - [Epoch:178]: Training Loss:0.001147 + +2023-05-08 19:25:09,762 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:25:30,655 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:25:45,068 - [INFO] - [Evaluating Epoch 178 valid]: + MRR: Tail : 0.40286, Head : 0.22958, Avg : 0.31622 + +2023-05-08 19:25:45,068 - [INFO] - [Epoch 178]: Training Loss: 0.0011471, Valid MRR: 0.32139, + + + +2023-05-08 19:25:45,713 - [INFO] - [E:179| 0]: Train Loss:0.0011636, Val MRR:0.32139, yago11k +2023-05-08 19:27:24,742 - [INFO] - [E:179| 100]: Train Loss:0.0011441, Val MRR:0.32139, yago11k +2023-05-08 19:29:07,796 - [INFO] - [E:179| 200]: Train Loss:0.0011436, Val MRR:0.32139, yago11k +2023-05-08 19:30:51,164 - [INFO] - [E:179| 300]: Train Loss:0.0011457, Val MRR:0.32139, yago11k +2023-05-08 19:32:33,894 - [INFO] - [E:179| 400]: Train Loss:0.0011467, Val MRR:0.32139, yago11k +2023-05-08 19:34:17,017 - [INFO] - [E:179| 500]: Train Loss:0.001147, Val MRR:0.32139, yago11k +2023-05-08 19:35:48,724 - [INFO] - [E:179| 600]: Train Loss:0.0011473, Val MRR:0.32139, yago11k +2023-05-08 19:35:48,724 - [INFO] - [Epoch:179]: Training Loss:0.001147 + +2023-05-08 19:35:48,999 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:36:09,945 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:36:30,809 - [INFO] - [Evaluating Epoch 179 valid]: + MRR: Tail : 0.40197, Head : 0.23017, Avg : 0.31607 + MR: Tail : 491.37, Head : 847.09, Avg : 669.23 + Hit-1: Tail : 0.31189, Head : 0.18825, Avg : 0.25007 + Hit-3: Tail : 0.45054, Head : 0.22451, Avg : 0.33752 + Hit-10: Tail : 0.57502, Head : 0.30897, Avg : 0.442 +2023-05-08 19:36:30,809 - [INFO] - [Epoch 179]: Training Loss: 0.0011473, Valid MRR: 0.32139, + + + +2023-05-08 19:36:31,927 - [INFO] - [E:180| 0]: Train Loss:0.0011314, Val MRR:0.32139, yago11k +2023-05-08 19:38:14,710 - [INFO] - [E:180| 100]: Train Loss:0.0011457, Val MRR:0.32139, yago11k +2023-05-08 19:39:58,438 - [INFO] - [E:180| 200]: Train Loss:0.0011466, Val MRR:0.32139, yago11k +2023-05-08 19:41:42,105 - [INFO] - [E:180| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k +2023-05-08 19:43:15,285 - [INFO] - [E:180| 400]: Train Loss:0.0011464, Val MRR:0.32139, yago11k +2023-05-08 19:45:00,218 - [INFO] - [E:180| 500]: Train Loss:0.0011468, Val MRR:0.32139, yago11k +2023-05-08 19:46:43,262 - [INFO] - [E:180| 600]: Train Loss:0.0011468, Val MRR:0.32139, yago11k +2023-05-08 19:46:43,262 - [INFO] - [Epoch:180]: Training Loss:0.001147 + +2023-05-08 19:46:43,534 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:47:04,548 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:47:25,923 - [INFO] - [Evaluating Epoch 180 valid]: + MRR: Tail : 0.40531, Head : 0.22744, Avg : 0.31637 + +2023-05-08 19:47:25,923 - [INFO] - [Epoch 180]: Training Loss: 0.0011468, Valid MRR: 0.32139, + + + +2023-05-08 19:47:26,824 - [INFO] - [E:181| 0]: Train Loss:0.0011154, Val MRR:0.32139, yago11k +2023-05-08 19:49:09,968 - [INFO] - [E:181| 100]: Train Loss:0.0011453, Val MRR:0.32139, yago11k +2023-05-08 19:50:54,180 - [INFO] - [E:181| 200]: Train Loss:0.0011438, Val MRR:0.32139, yago11k +2023-05-08 19:52:27,211 - [INFO] - [E:181| 300]: Train Loss:0.0011451, Val MRR:0.32139, yago11k +2023-05-08 19:54:10,354 - [INFO] - [E:181| 400]: Train Loss:0.001145, Val MRR:0.32139, yago11k +2023-05-08 19:55:53,652 - [INFO] - [E:181| 500]: Train Loss:0.0011454, Val MRR:0.32139, yago11k +2023-05-08 19:57:35,980 - [INFO] - [E:181| 600]: Train Loss:0.0011459, Val MRR:0.32139, yago11k +2023-05-08 19:57:35,980 - [INFO] - [Epoch:181]: Training Loss:0.001146 + +2023-05-08 19:57:36,351 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 19:57:57,276 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 19:58:18,893 - [INFO] - [Evaluating Epoch 181 valid]: + MRR: Tail : 0.40084, Head : 0.22908, Avg : 0.31496 + +2023-05-08 19:58:18,893 - [INFO] - [Epoch 181]: Training Loss: 0.0011459, Valid MRR: 0.32139, + + + +2023-05-08 19:58:19,759 - [INFO] - [E:182| 0]: Train Loss:0.0011429, Val MRR:0.32139, yago11k +2023-05-08 20:00:02,900 - [INFO] - [E:182| 100]: Train Loss:0.0011456, Val MRR:0.32139, yago11k +2023-05-08 20:01:35,360 - [INFO] - [E:182| 200]: Train Loss:0.0011448, Val MRR:0.32139, yago11k +2023-05-08 20:03:19,088 - [INFO] - [E:182| 300]: Train Loss:0.0011445, Val MRR:0.32139, yago11k +2023-05-08 20:05:02,172 - [INFO] - [E:182| 400]: Train Loss:0.0011451, Val MRR:0.32139, yago11k +2023-05-08 20:06:45,997 - [INFO] - [E:182| 500]: Train Loss:0.0011457, Val MRR:0.32139, yago11k +2023-05-08 20:08:28,143 - [INFO] - [E:182| 600]: Train Loss:0.0011458, Val MRR:0.32139, yago11k +2023-05-08 20:08:28,144 - [INFO] - [Epoch:182]: Training Loss:0.001146 + +2023-05-08 20:08:28,513 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:08:49,500 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:09:09,266 - [INFO] - [Evaluating Epoch 182 valid]: + MRR: Tail : 0.40283, Head : 0.22946, Avg : 0.31614 + +2023-05-08 20:09:09,266 - [INFO] - [Epoch 182]: Training Loss: 0.0011458, Valid MRR: 0.32139, + + + +2023-05-08 20:09:09,910 - [INFO] - [E:183| 0]: Train Loss:0.0011541, Val MRR:0.32139, yago11k +2023-05-08 20:10:44,191 - [INFO] - [E:183| 100]: Train Loss:0.0011406, Val MRR:0.32139, yago11k +2023-05-08 20:12:27,045 - [INFO] - [E:183| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k +2023-05-08 20:14:10,553 - [INFO] - [E:183| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k +2023-05-08 20:15:53,636 - [INFO] - [E:183| 400]: Train Loss:0.0011436, Val MRR:0.32139, yago11k +2023-05-08 20:17:37,009 - [INFO] - [E:183| 500]: Train Loss:0.0011443, Val MRR:0.32139, yago11k +2023-05-08 20:19:08,958 - [INFO] - [E:183| 600]: Train Loss:0.0011451, Val MRR:0.32139, yago11k +2023-05-08 20:19:08,959 - [INFO] - [Epoch:183]: Training Loss:0.001145 + +2023-05-08 20:19:09,285 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:19:30,633 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:19:51,602 - [INFO] - [Evaluating Epoch 183 valid]: + MRR: Tail : 0.40329, Head : 0.22936, Avg : 0.31632 + +2023-05-08 20:19:51,602 - [INFO] - [Epoch 183]: Training Loss: 0.0011451, Valid MRR: 0.32139, + + + +2023-05-08 20:19:52,745 - [INFO] - [E:184| 0]: Train Loss:0.0011315, Val MRR:0.32139, yago11k +2023-05-08 20:21:36,608 - [INFO] - [E:184| 100]: Train Loss:0.0011431, Val MRR:0.32139, yago11k +2023-05-08 20:23:20,133 - [INFO] - [E:184| 200]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 20:25:03,494 - [INFO] - [E:184| 300]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 20:26:41,753 - [INFO] - [E:184| 400]: Train Loss:0.0011435, Val MRR:0.32139, yago11k +2023-05-08 20:28:19,888 - [INFO] - [E:184| 500]: Train Loss:0.0011444, Val MRR:0.32139, yago11k +2023-05-08 20:30:02,206 - [INFO] - [E:184| 600]: Train Loss:0.0011445, Val MRR:0.32139, yago11k +2023-05-08 20:30:02,206 - [INFO] - [Epoch:184]: Training Loss:0.001144 + +2023-05-08 20:30:02,513 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:30:23,370 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:30:44,988 - [INFO] - [Evaluating Epoch 184 valid]: + MRR: Tail : 0.40442, Head : 0.23049, Avg : 0.31746 + +2023-05-08 20:30:44,988 - [INFO] - [Epoch 184]: Training Loss: 0.0011445, Valid MRR: 0.32139, + + + +2023-05-08 20:30:45,889 - [INFO] - [E:185| 0]: Train Loss:0.0011369, Val MRR:0.32139, yago11k +2023-05-08 20:32:28,678 - [INFO] - [E:185| 100]: Train Loss:0.0011392, Val MRR:0.32139, yago11k +2023-05-08 20:34:14,632 - [INFO] - [E:185| 200]: Train Loss:0.0011433, Val MRR:0.32139, yago11k +2023-05-08 20:35:47,786 - [INFO] - [E:185| 300]: Train Loss:0.0011434, Val MRR:0.32139, yago11k +2023-05-08 20:37:30,833 - [INFO] - [E:185| 400]: Train Loss:0.0011438, Val MRR:0.32139, yago11k +2023-05-08 20:39:14,144 - [INFO] - [E:185| 500]: Train Loss:0.0011437, Val MRR:0.32139, yago11k +2023-05-08 20:40:56,387 - [INFO] - [E:185| 600]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 20:40:56,388 - [INFO] - [Epoch:185]: Training Loss:0.001144 + +2023-05-08 20:40:56,900 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:41:17,796 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:41:39,013 - [INFO] - [Evaluating Epoch 185 valid]: + MRR: Tail : 0.40394, Head : 0.23007, Avg : 0.31701 + +2023-05-08 20:41:39,013 - [INFO] - [Epoch 185]: Training Loss: 0.0011439, Valid MRR: 0.32139, + + + +2023-05-08 20:41:40,117 - [INFO] - [E:186| 0]: Train Loss:0.0011368, Val MRR:0.32139, yago11k +2023-05-08 20:43:23,588 - [INFO] - [E:186| 100]: Train Loss:0.0011449, Val MRR:0.32139, yago11k +2023-05-08 20:44:56,963 - [INFO] - [E:186| 200]: Train Loss:0.0011441, Val MRR:0.32139, yago11k +2023-05-08 20:46:39,716 - [INFO] - [E:186| 300]: Train Loss:0.0011435, Val MRR:0.32139, yago11k +2023-05-08 20:48:21,309 - [INFO] - [E:186| 400]: Train Loss:0.001144, Val MRR:0.32139, yago11k +2023-05-08 20:50:03,648 - [INFO] - [E:186| 500]: Train Loss:0.0011442, Val MRR:0.32139, yago11k +2023-05-08 20:51:46,793 - [INFO] - [E:186| 600]: Train Loss:0.0011438, Val MRR:0.32139, yago11k +2023-05-08 20:51:46,793 - [INFO] - [Epoch:186]: Training Loss:0.001144 + +2023-05-08 20:51:47,269 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 20:52:08,208 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 20:52:29,221 - [INFO] - [Evaluating Epoch 186 valid]: + MRR: Tail : 0.40312, Head : 0.22988, Avg : 0.3165 + +2023-05-08 20:52:29,221 - [INFO] - [Epoch 186]: Training Loss: 0.0011438, Valid MRR: 0.32139, + + + +2023-05-08 20:52:29,908 - [INFO] - [E:187| 0]: Train Loss:0.001142, Val MRR:0.32139, yago11k +2023-05-08 20:54:02,795 - [INFO] - [E:187| 100]: Train Loss:0.0011416, Val MRR:0.32139, yago11k +2023-05-08 20:55:45,987 - [INFO] - [E:187| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 20:57:29,162 - [INFO] - [E:187| 300]: Train Loss:0.0011421, Val MRR:0.32139, yago11k +2023-05-08 20:59:12,458 - [INFO] - [E:187| 400]: Train Loss:0.0011423, Val MRR:0.32139, yago11k +2023-05-08 21:00:55,338 - [INFO] - [E:187| 500]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 21:02:27,433 - [INFO] - [E:187| 600]: Train Loss:0.0011432, Val MRR:0.32139, yago11k +2023-05-08 21:02:27,434 - [INFO] - [Epoch:187]: Training Loss:0.001143 + +2023-05-08 21:02:27,953 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:02:48,964 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:03:10,359 - [INFO] - [Evaluating Epoch 187 valid]: + MRR: Tail : 0.40358, Head : 0.22921, Avg : 0.31639 + +2023-05-08 21:03:10,360 - [INFO] - [Epoch 187]: Training Loss: 0.0011432, Valid MRR: 0.32139, + + + +2023-05-08 21:03:11,534 - [INFO] - [E:188| 0]: Train Loss:0.0011472, Val MRR:0.32139, yago11k +2023-05-08 21:04:55,012 - [INFO] - [E:188| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k +2023-05-08 21:06:38,398 - [INFO] - [E:188| 200]: Train Loss:0.0011405, Val MRR:0.32139, yago11k +2023-05-08 21:08:21,836 - [INFO] - [E:188| 300]: Train Loss:0.0011414, Val MRR:0.32139, yago11k +2023-05-08 21:10:00,776 - [INFO] - [E:188| 400]: Train Loss:0.0011415, Val MRR:0.32139, yago11k +2023-05-08 21:11:37,816 - [INFO] - [E:188| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k +2023-05-08 21:13:20,408 - [INFO] - [E:188| 600]: Train Loss:0.0011426, Val MRR:0.32139, yago11k +2023-05-08 21:13:20,408 - [INFO] - [Epoch:188]: Training Loss:0.001143 + +2023-05-08 21:13:20,925 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:13:41,633 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:14:03,162 - [INFO] - [Evaluating Epoch 188 valid]: + MRR: Tail : 0.40043, Head : 0.22854, Avg : 0.31448 + +2023-05-08 21:14:03,162 - [INFO] - [Epoch 188]: Training Loss: 0.0011426, Valid MRR: 0.32139, + + + +2023-05-08 21:14:04,092 - [INFO] - [E:189| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 21:15:47,631 - [INFO] - [E:189| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k +2023-05-08 21:17:31,856 - [INFO] - [E:189| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k +2023-05-08 21:19:05,482 - [INFO] - [E:189| 300]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 21:20:51,185 - [INFO] - [E:189| 400]: Train Loss:0.0011424, Val MRR:0.32139, yago11k +2023-05-08 21:22:34,252 - [INFO] - [E:189| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k +2023-05-08 21:24:16,849 - [INFO] - [E:189| 600]: Train Loss:0.0011424, Val MRR:0.32139, yago11k +2023-05-08 21:24:16,849 - [INFO] - [Epoch:189]: Training Loss:0.001142 + +2023-05-08 21:24:17,195 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:24:38,952 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:24:59,941 - [INFO] - [Evaluating Epoch 189 valid]: + MRR: Tail : 0.39966, Head : 0.22771, Avg : 0.31368 + MR: Tail : 521.93, Head : 853.46, Avg : 687.7 + Hit-1: Tail : 0.30772, Head : 0.18463, Avg : 0.24618 + Hit-3: Tail : 0.44123, Head : 0.22631, Avg : 0.33377 + Hit-10: Tail : 0.57849, Head : 0.3087, Avg : 0.4436 +2023-05-08 21:24:59,941 - [INFO] - [Epoch 189]: Training Loss: 0.0011424, Valid MRR: 0.32139, + + + +2023-05-08 21:25:01,021 - [INFO] - [E:190| 0]: Train Loss:0.0011466, Val MRR:0.32139, yago11k +2023-05-08 21:26:44,418 - [INFO] - [E:190| 100]: Train Loss:0.0011417, Val MRR:0.32139, yago11k +2023-05-08 21:28:16,344 - [INFO] - [E:190| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 21:29:58,829 - [INFO] - [E:190| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k +2023-05-08 21:31:42,347 - [INFO] - [E:190| 400]: Train Loss:0.001143, Val MRR:0.32139, yago11k +2023-05-08 21:33:25,310 - [INFO] - [E:190| 500]: Train Loss:0.0011427, Val MRR:0.32139, yago11k +2023-05-08 21:35:07,898 - [INFO] - [E:190| 600]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 21:35:07,899 - [INFO] - [Epoch:190]: Training Loss:0.001142 + +2023-05-08 21:35:08,175 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:35:29,292 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:35:50,502 - [INFO] - [Evaluating Epoch 190 valid]: + MRR: Tail : 0.40485, Head : 0.23018, Avg : 0.31752 + +2023-05-08 21:35:50,502 - [INFO] - [Epoch 190]: Training Loss: 0.0011425, Valid MRR: 0.32139, + + + +2023-05-08 21:35:51,601 - [INFO] - [E:191| 0]: Train Loss:0.00113, Val MRR:0.32139, yago11k +2023-05-08 21:37:23,854 - [INFO] - [E:191| 100]: Train Loss:0.0011424, Val MRR:0.32139, yago11k +2023-05-08 21:39:07,260 - [INFO] - [E:191| 200]: Train Loss:0.0011406, Val MRR:0.32139, yago11k +2023-05-08 21:40:51,384 - [INFO] - [E:191| 300]: Train Loss:0.0011411, Val MRR:0.32139, yago11k +2023-05-08 21:42:35,263 - [INFO] - [E:191| 400]: Train Loss:0.001142, Val MRR:0.32139, yago11k +2023-05-08 21:44:18,841 - [INFO] - [E:191| 500]: Train Loss:0.0011414, Val MRR:0.32139, yago11k +2023-05-08 21:45:51,732 - [INFO] - [E:191| 600]: Train Loss:0.0011421, Val MRR:0.32139, yago11k +2023-05-08 21:45:51,733 - [INFO] - [Epoch:191]: Training Loss:0.001142 + +2023-05-08 21:45:52,025 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:46:12,739 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:46:33,946 - [INFO] - [Evaluating Epoch 191 valid]: + MRR: Tail : 0.40766, Head : 0.22933, Avg : 0.3185 + +2023-05-08 21:46:33,946 - [INFO] - [Epoch 191]: Training Loss: 0.0011421, Valid MRR: 0.32139, + + + +2023-05-08 21:46:35,048 - [INFO] - [E:192| 0]: Train Loss:0.0011227, Val MRR:0.32139, yago11k +2023-05-08 21:48:18,922 - [INFO] - [E:192| 100]: Train Loss:0.001138, Val MRR:0.32139, yago11k +2023-05-08 21:50:01,732 - [INFO] - [E:192| 200]: Train Loss:0.0011387, Val MRR:0.32139, yago11k +2023-05-08 21:51:44,373 - [INFO] - [E:192| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k +2023-05-08 21:53:27,937 - [INFO] - [E:192| 400]: Train Loss:0.0011396, Val MRR:0.32139, yago11k +2023-05-08 21:55:00,028 - [INFO] - [E:192| 500]: Train Loss:0.0011401, Val MRR:0.32139, yago11k +2023-05-08 21:56:42,789 - [INFO] - [E:192| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k +2023-05-08 21:56:42,789 - [INFO] - [Epoch:192]: Training Loss:0.001141 + +2023-05-08 21:56:43,130 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 21:57:04,221 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 21:57:25,203 - [INFO] - [Evaluating Epoch 192 valid]: + MRR: Tail : 0.40458, Head : 0.2317, Avg : 0.31814 + +2023-05-08 21:57:25,203 - [INFO] - [Epoch 192]: Training Loss: 0.0011408, Valid MRR: 0.32139, + + + +2023-05-08 21:57:26,402 - [INFO] - [E:193| 0]: Train Loss:0.0011849, Val MRR:0.32139, yago11k +2023-05-08 21:59:09,103 - [INFO] - [E:193| 100]: Train Loss:0.0011425, Val MRR:0.32139, yago11k +2023-05-08 22:00:52,398 - [INFO] - [E:193| 200]: Train Loss:0.0011415, Val MRR:0.32139, yago11k +2023-05-08 22:02:27,171 - [INFO] - [E:193| 300]: Train Loss:0.0011409, Val MRR:0.32139, yago11k +2023-05-08 22:04:07,997 - [INFO] - [E:193| 400]: Train Loss:0.0011413, Val MRR:0.32139, yago11k +2023-05-08 22:05:51,716 - [INFO] - [E:193| 500]: Train Loss:0.0011413, Val MRR:0.32139, yago11k +2023-05-08 22:07:35,132 - [INFO] - [E:193| 600]: Train Loss:0.0011412, Val MRR:0.32139, yago11k +2023-05-08 22:07:35,132 - [INFO] - [Epoch:193]: Training Loss:0.001141 + +2023-05-08 22:07:35,471 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:07:56,634 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:08:18,378 - [INFO] - [Evaluating Epoch 193 valid]: + MRR: Tail : 0.40265, Head : 0.23181, Avg : 0.31723 + +2023-05-08 22:08:18,378 - [INFO] - [Epoch 193]: Training Loss: 0.0011412, Valid MRR: 0.32139, + + + +2023-05-08 22:08:19,270 - [INFO] - [E:194| 0]: Train Loss:0.0011285, Val MRR:0.32139, yago11k +2023-05-08 22:10:04,959 - [INFO] - [E:194| 100]: Train Loss:0.0011411, Val MRR:0.32139, yago11k +2023-05-08 22:11:37,720 - [INFO] - [E:194| 200]: Train Loss:0.0011407, Val MRR:0.32139, yago11k +2023-05-08 22:13:20,862 - [INFO] - [E:194| 300]: Train Loss:0.0011408, Val MRR:0.32139, yago11k +2023-05-08 22:15:03,833 - [INFO] - [E:194| 400]: Train Loss:0.0011406, Val MRR:0.32139, yago11k +2023-05-08 22:16:46,926 - [INFO] - [E:194| 500]: Train Loss:0.0011405, Val MRR:0.32139, yago11k +2023-05-08 22:18:28,968 - [INFO] - [E:194| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k +2023-05-08 22:18:28,969 - [INFO] - [Epoch:194]: Training Loss:0.001141 + +2023-05-08 22:18:29,346 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:18:49,798 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:19:10,171 - [INFO] - [Evaluating Epoch 194 valid]: + MRR: Tail : 0.40576, Head : 0.23171, Avg : 0.31873 + +2023-05-08 22:19:10,171 - [INFO] - [Epoch 194]: Training Loss: 0.0011408, Valid MRR: 0.32139, + + + +2023-05-08 22:19:11,233 - [INFO] - [E:195| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k +2023-05-08 22:20:42,988 - [INFO] - [E:195| 100]: Train Loss:0.0011398, Val MRR:0.32139, yago11k +2023-05-08 22:22:25,937 - [INFO] - [E:195| 200]: Train Loss:0.0011395, Val MRR:0.32139, yago11k +2023-05-08 22:24:09,296 - [INFO] - [E:195| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k +2023-05-08 22:25:52,339 - [INFO] - [E:195| 400]: Train Loss:0.0011404, Val MRR:0.32139, yago11k +2023-05-08 22:27:35,491 - [INFO] - [E:195| 500]: Train Loss:0.0011403, Val MRR:0.32139, yago11k +2023-05-08 22:29:07,876 - [INFO] - [E:195| 600]: Train Loss:0.0011405, Val MRR:0.32139, yago11k +2023-05-08 22:29:07,876 - [INFO] - [Epoch:195]: Training Loss:0.00114 + +2023-05-08 22:29:08,224 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:29:29,574 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:29:50,419 - [INFO] - [Evaluating Epoch 195 valid]: + MRR: Tail : 0.40927, Head : 0.23058, Avg : 0.31992 + +2023-05-08 22:29:50,419 - [INFO] - [Epoch 195]: Training Loss: 0.0011405, Valid MRR: 0.32139, + + + +2023-05-08 22:29:51,543 - [INFO] - [E:196| 0]: Train Loss:0.0011301, Val MRR:0.32139, yago11k +2023-05-08 22:31:35,372 - [INFO] - [E:196| 100]: Train Loss:0.0011378, Val MRR:0.32139, yago11k +2023-05-08 22:33:18,902 - [INFO] - [E:196| 200]: Train Loss:0.0011386, Val MRR:0.32139, yago11k +2023-05-08 22:35:02,487 - [INFO] - [E:196| 300]: Train Loss:0.0011383, Val MRR:0.32139, yago11k +2023-05-08 22:36:46,155 - [INFO] - [E:196| 400]: Train Loss:0.0011394, Val MRR:0.32139, yago11k +2023-05-08 22:38:18,783 - [INFO] - [E:196| 500]: Train Loss:0.0011395, Val MRR:0.32139, yago11k +2023-05-08 22:40:01,190 - [INFO] - [E:196| 600]: Train Loss:0.0011398, Val MRR:0.32139, yago11k +2023-05-08 22:40:01,190 - [INFO] - [Epoch:196]: Training Loss:0.00114 + +2023-05-08 22:40:01,526 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:40:22,788 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:40:43,893 - [INFO] - [Evaluating Epoch 196 valid]: + MRR: Tail : 0.40468, Head : 0.23033, Avg : 0.31751 + +2023-05-08 22:40:43,893 - [INFO] - [Epoch 196]: Training Loss: 0.0011398, Valid MRR: 0.32139, + + + +2023-05-08 22:40:45,034 - [INFO] - [E:197| 0]: Train Loss:0.0011522, Val MRR:0.32139, yago11k +2023-05-08 22:42:27,902 - [INFO] - [E:197| 100]: Train Loss:0.001136, Val MRR:0.32139, yago11k +2023-05-08 22:44:10,986 - [INFO] - [E:197| 200]: Train Loss:0.0011378, Val MRR:0.32139, yago11k +2023-05-08 22:45:47,171 - [INFO] - [E:197| 300]: Train Loss:0.0011382, Val MRR:0.32139, yago11k +2023-05-08 22:47:26,827 - [INFO] - [E:197| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k +2023-05-08 22:49:09,621 - [INFO] - [E:197| 500]: Train Loss:0.001139, Val MRR:0.32139, yago11k +2023-05-08 22:50:52,381 - [INFO] - [E:197| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k +2023-05-08 22:50:52,381 - [INFO] - [Epoch:197]: Training Loss:0.001139 + +2023-05-08 22:50:52,896 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 22:51:13,965 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 22:51:35,442 - [INFO] - [Evaluating Epoch 197 valid]: + MRR: Tail : 0.40347, Head : 0.2311, Avg : 0.31728 + +2023-05-08 22:51:35,443 - [INFO] - [Epoch 197]: Training Loss: 0.0011392, Valid MRR: 0.32139, + + + +2023-05-08 22:51:36,628 - [INFO] - [E:198| 0]: Train Loss:0.00112, Val MRR:0.32139, yago11k +2023-05-08 22:53:20,005 - [INFO] - [E:198| 100]: Train Loss:0.0011357, Val MRR:0.32139, yago11k +2023-05-08 22:54:53,022 - [INFO] - [E:198| 200]: Train Loss:0.0011388, Val MRR:0.32139, yago11k +2023-05-08 22:56:36,315 - [INFO] - [E:198| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k +2023-05-08 22:58:21,470 - [INFO] - [E:198| 400]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-08 23:00:04,678 - [INFO] - [E:198| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-08 23:01:46,887 - [INFO] - [E:198| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k +2023-05-08 23:01:46,888 - [INFO] - [Epoch:198]: Training Loss:0.001139 + +2023-05-08 23:01:47,283 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:02:08,449 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:02:29,476 - [INFO] - [Evaluating Epoch 198 valid]: + MRR: Tail : 0.40446, Head : 0.23086, Avg : 0.31766 + +2023-05-08 23:02:29,476 - [INFO] - [Epoch 198]: Training Loss: 0.0011392, Valid MRR: 0.32139, + + + +2023-05-08 23:02:30,589 - [INFO] - [E:199| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k +2023-05-08 23:04:03,474 - [INFO] - [E:199| 100]: Train Loss:0.0011343, Val MRR:0.32139, yago11k +2023-05-08 23:05:46,644 - [INFO] - [E:199| 200]: Train Loss:0.0011358, Val MRR:0.32139, yago11k +2023-05-08 23:07:29,736 - [INFO] - [E:199| 300]: Train Loss:0.0011372, Val MRR:0.32139, yago11k +2023-05-08 23:09:13,074 - [INFO] - [E:199| 400]: Train Loss:0.0011385, Val MRR:0.32139, yago11k +2023-05-08 23:10:56,368 - [INFO] - [E:199| 500]: Train Loss:0.0011388, Val MRR:0.32139, yago11k +2023-05-08 23:12:28,176 - [INFO] - [E:199| 600]: Train Loss:0.001139, Val MRR:0.32139, yago11k +2023-05-08 23:12:28,176 - [INFO] - [Epoch:199]: Training Loss:0.001139 + +2023-05-08 23:12:28,467 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:12:49,085 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:13:10,529 - [INFO] - [Evaluating Epoch 199 valid]: + MRR: Tail : 0.40157, Head : 0.23126, Avg : 0.31641 + MR: Tail : 536.76, Head : 855.85, Avg : 696.3 + Hit-1: Tail : 0.31259, Head : 0.19019, Avg : 0.25139 + Hit-3: Tail : 0.44512, Head : 0.22548, Avg : 0.3353 + Hit-10: Tail : 0.57724, Head : 0.30884, Avg : 0.44304 +2023-05-08 23:13:10,529 - [INFO] - [Epoch 199]: Training Loss: 0.001139, Valid MRR: 0.32139, + + + +2023-05-08 23:13:11,402 - [INFO] - [E:200| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k +2023-05-08 23:14:54,350 - [INFO] - [E:200| 100]: Train Loss:0.0011377, Val MRR:0.32139, yago11k +2023-05-08 23:16:37,839 - [INFO] - [E:200| 200]: Train Loss:0.0011372, Val MRR:0.32139, yago11k +2023-05-08 23:18:21,079 - [INFO] - [E:200| 300]: Train Loss:0.0011373, Val MRR:0.32139, yago11k +2023-05-08 23:20:05,021 - [INFO] - [E:200| 400]: Train Loss:0.0011381, Val MRR:0.32139, yago11k +2023-05-08 23:21:38,386 - [INFO] - [E:200| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-08 23:23:20,482 - [INFO] - [E:200| 600]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-08 23:23:20,482 - [INFO] - [Epoch:200]: Training Loss:0.001138 + +2023-05-08 23:23:20,999 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:23:41,844 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:24:03,356 - [INFO] - [Evaluating Epoch 200 valid]: + MRR: Tail : 0.40269, Head : 0.23034, Avg : 0.31652 + +2023-05-08 23:24:03,357 - [INFO] - [Epoch 200]: Training Loss: 0.0011384, Valid MRR: 0.32139, + + + +2023-05-08 23:24:04,537 - [INFO] - [E:201| 0]: Train Loss:0.0011592, Val MRR:0.32139, yago11k +2023-05-08 23:25:48,166 - [INFO] - [E:201| 100]: Train Loss:0.0011382, Val MRR:0.32139, yago11k +2023-05-08 23:27:32,531 - [INFO] - [E:201| 200]: Train Loss:0.001138, Val MRR:0.32139, yago11k +2023-05-08 23:29:15,427 - [INFO] - [E:201| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k +2023-05-08 23:30:48,717 - [INFO] - [E:201| 400]: Train Loss:0.0011374, Val MRR:0.32139, yago11k +2023-05-08 23:32:32,730 - [INFO] - [E:201| 500]: Train Loss:0.0011377, Val MRR:0.32139, yago11k +2023-05-08 23:34:15,272 - [INFO] - [E:201| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k +2023-05-08 23:34:15,273 - [INFO] - [Epoch:201]: Training Loss:0.001138 + +2023-05-08 23:34:15,792 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:34:36,723 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:34:58,060 - [INFO] - [Evaluating Epoch 201 valid]: + MRR: Tail : 0.40353, Head : 0.231, Avg : 0.31727 + +2023-05-08 23:34:58,060 - [INFO] - [Epoch 201]: Training Loss: 0.001138, Valid MRR: 0.32139, + + + +2023-05-08 23:34:59,249 - [INFO] - [E:202| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k +2023-05-08 23:36:43,239 - [INFO] - [E:202| 100]: Train Loss:0.0011364, Val MRR:0.32139, yago11k +2023-05-08 23:38:16,234 - [INFO] - [E:202| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k +2023-05-08 23:39:59,138 - [INFO] - [E:202| 300]: Train Loss:0.0011361, Val MRR:0.32139, yago11k +2023-05-08 23:41:42,096 - [INFO] - [E:202| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k +2023-05-08 23:43:26,003 - [INFO] - [E:202| 500]: Train Loss:0.001137, Val MRR:0.32139, yago11k +2023-05-08 23:45:10,543 - [INFO] - [E:202| 600]: Train Loss:0.0011378, Val MRR:0.32139, yago11k +2023-05-08 23:45:10,543 - [INFO] - [Epoch:202]: Training Loss:0.001138 + +2023-05-08 23:45:10,886 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:45:31,858 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:45:53,065 - [INFO] - [Evaluating Epoch 202 valid]: + MRR: Tail : 0.40779, Head : 0.2298, Avg : 0.3188 + +2023-05-08 23:45:53,066 - [INFO] - [Epoch 202]: Training Loss: 0.0011378, Valid MRR: 0.32139, + + + +2023-05-08 23:45:54,159 - [INFO] - [E:203| 0]: Train Loss:0.0011675, Val MRR:0.32139, yago11k +2023-05-08 23:47:27,222 - [INFO] - [E:203| 100]: Train Loss:0.0011361, Val MRR:0.32139, yago11k +2023-05-08 23:49:09,785 - [INFO] - [E:203| 200]: Train Loss:0.0011367, Val MRR:0.32139, yago11k +2023-05-08 23:50:51,413 - [INFO] - [E:203| 300]: Train Loss:0.0011368, Val MRR:0.32139, yago11k +2023-05-08 23:52:34,752 - [INFO] - [E:203| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k +2023-05-08 23:54:17,865 - [INFO] - [E:203| 500]: Train Loss:0.0011369, Val MRR:0.32139, yago11k +2023-05-08 23:55:49,850 - [INFO] - [E:203| 600]: Train Loss:0.0011372, Val MRR:0.32139, yago11k +2023-05-08 23:55:49,851 - [INFO] - [Epoch:203]: Training Loss:0.001137 + +2023-05-08 23:55:50,198 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-08 23:56:11,726 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-08 23:56:32,769 - [INFO] - [Evaluating Epoch 203 valid]: + MRR: Tail : 0.40523, Head : 0.23153, Avg : 0.31838 + +2023-05-08 23:56:32,770 - [INFO] - [Epoch 203]: Training Loss: 0.0011372, Valid MRR: 0.32139, + + + +2023-05-08 23:56:33,907 - [INFO] - [E:204| 0]: Train Loss:0.0011382, Val MRR:0.32139, yago11k +2023-05-08 23:58:17,888 - [INFO] - [E:204| 100]: Train Loss:0.0011373, Val MRR:0.32139, yago11k +2023-05-09 00:00:01,350 - [INFO] - [E:204| 200]: Train Loss:0.0011375, Val MRR:0.32139, yago11k +2023-05-09 00:01:45,322 - [INFO] - [E:204| 300]: Train Loss:0.0011377, Val MRR:0.32139, yago11k +2023-05-09 00:03:28,917 - [INFO] - [E:204| 400]: Train Loss:0.0011369, Val MRR:0.32139, yago11k +2023-05-09 00:05:01,865 - [INFO] - [E:204| 500]: Train Loss:0.0011371, Val MRR:0.32139, yago11k +2023-05-09 00:06:44,096 - [INFO] - [E:204| 600]: Train Loss:0.0011371, Val MRR:0.32139, yago11k +2023-05-09 00:06:44,096 - [INFO] - [Epoch:204]: Training Loss:0.001137 + +2023-05-09 00:06:44,560 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:07:05,384 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:07:26,600 - [INFO] - [Evaluating Epoch 204 valid]: + MRR: Tail : 0.40679, Head : 0.23007, Avg : 0.31843 + +2023-05-09 00:07:26,600 - [INFO] - [Epoch 204]: Training Loss: 0.0011371, Valid MRR: 0.32139, + + + +2023-05-09 00:07:27,687 - [INFO] - [E:205| 0]: Train Loss:0.0011322, Val MRR:0.32139, yago11k +2023-05-09 00:09:10,915 - [INFO] - [E:205| 100]: Train Loss:0.0011334, Val MRR:0.32139, yago11k +2023-05-09 00:10:54,857 - [INFO] - [E:205| 200]: Train Loss:0.0011351, Val MRR:0.32139, yago11k +2023-05-09 00:12:39,219 - [INFO] - [E:205| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 00:14:11,771 - [INFO] - [E:205| 400]: Train Loss:0.0011354, Val MRR:0.32139, yago11k +2023-05-09 00:15:54,998 - [INFO] - [E:205| 500]: Train Loss:0.0011365, Val MRR:0.32139, yago11k +2023-05-09 00:17:37,443 - [INFO] - [E:205| 600]: Train Loss:0.0011374, Val MRR:0.32139, yago11k +2023-05-09 00:17:37,444 - [INFO] - [Epoch:205]: Training Loss:0.001137 + +2023-05-09 00:17:37,937 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:17:58,990 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:18:20,347 - [INFO] - [Evaluating Epoch 205 valid]: + MRR: Tail : 0.4056, Head : 0.22952, Avg : 0.31756 + +2023-05-09 00:18:20,347 - [INFO] - [Epoch 205]: Training Loss: 0.0011374, Valid MRR: 0.32139, + + + +2023-05-09 00:18:21,177 - [INFO] - [E:206| 0]: Train Loss:0.0011292, Val MRR:0.32139, yago11k +2023-05-09 00:20:04,045 - [INFO] - [E:206| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k +2023-05-09 00:21:38,687 - [INFO] - [E:206| 200]: Train Loss:0.0011412, Val MRR:0.32139, yago11k +2023-05-09 00:23:20,205 - [INFO] - [E:206| 300]: Train Loss:0.0011394, Val MRR:0.32139, yago11k +2023-05-09 00:25:03,232 - [INFO] - [E:206| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k +2023-05-09 00:26:47,168 - [INFO] - [E:206| 500]: Train Loss:0.0011383, Val MRR:0.32139, yago11k +2023-05-09 00:28:29,252 - [INFO] - [E:206| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k +2023-05-09 00:28:29,253 - [INFO] - [Epoch:206]: Training Loss:0.001138 + +2023-05-09 00:28:29,771 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:28:50,522 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:29:11,859 - [INFO] - [Evaluating Epoch 206 valid]: + MRR: Tail : 0.40656, Head : 0.23034, Avg : 0.31845 + +2023-05-09 00:29:11,859 - [INFO] - [Epoch 206]: Training Loss: 0.001138, Valid MRR: 0.32139, + + + +2023-05-09 00:29:13,031 - [INFO] - [E:207| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k +2023-05-09 00:30:46,379 - [INFO] - [E:207| 100]: Train Loss:0.0011344, Val MRR:0.32139, yago11k +2023-05-09 00:32:29,570 - [INFO] - [E:207| 200]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 00:34:14,302 - [INFO] - [E:207| 300]: Train Loss:0.0011351, Val MRR:0.32139, yago11k +2023-05-09 00:35:57,520 - [INFO] - [E:207| 400]: Train Loss:0.0011355, Val MRR:0.32139, yago11k +2023-05-09 00:37:41,255 - [INFO] - [E:207| 500]: Train Loss:0.0011362, Val MRR:0.32139, yago11k +2023-05-09 00:39:13,917 - [INFO] - [E:207| 600]: Train Loss:0.0011362, Val MRR:0.32139, yago11k +2023-05-09 00:39:13,918 - [INFO] - [Epoch:207]: Training Loss:0.001136 + +2023-05-09 00:39:14,248 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:39:35,368 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:39:56,185 - [INFO] - [Evaluating Epoch 207 valid]: + MRR: Tail : 0.40594, Head : 0.23164, Avg : 0.31879 + +2023-05-09 00:39:56,185 - [INFO] - [Epoch 207]: Training Loss: 0.0011362, Valid MRR: 0.32139, + + + +2023-05-09 00:39:57,347 - [INFO] - [E:208| 0]: Train Loss:0.0011352, Val MRR:0.32139, yago11k +2023-05-09 00:41:40,208 - [INFO] - [E:208| 100]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 00:43:22,847 - [INFO] - [E:208| 200]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 00:45:05,955 - [INFO] - [E:208| 300]: Train Loss:0.0011347, Val MRR:0.32139, yago11k +2023-05-09 00:46:48,777 - [INFO] - [E:208| 400]: Train Loss:0.0011348, Val MRR:0.32139, yago11k +2023-05-09 00:48:21,625 - [INFO] - [E:208| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k +2023-05-09 00:50:04,325 - [INFO] - [E:208| 600]: Train Loss:0.0011356, Val MRR:0.32139, yago11k +2023-05-09 00:50:04,325 - [INFO] - [Epoch:208]: Training Loss:0.001136 + +2023-05-09 00:50:04,721 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 00:50:25,900 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 00:50:47,339 - [INFO] - [Evaluating Epoch 208 valid]: + MRR: Tail : 0.4064, Head : 0.23002, Avg : 0.31821 + +2023-05-09 00:50:47,340 - [INFO] - [Epoch 208]: Training Loss: 0.0011356, Valid MRR: 0.32139, + + + +2023-05-09 00:50:48,178 - [INFO] - [E:209| 0]: Train Loss:0.0011158, Val MRR:0.32139, yago11k +2023-05-09 00:52:31,396 - [INFO] - [E:209| 100]: Train Loss:0.0011368, Val MRR:0.32139, yago11k +2023-05-09 00:54:15,011 - [INFO] - [E:209| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k +2023-05-09 00:55:58,592 - [INFO] - [E:209| 300]: Train Loss:0.0011352, Val MRR:0.32139, yago11k +2023-05-09 00:57:30,958 - [INFO] - [E:209| 400]: Train Loss:0.0011352, Val MRR:0.32139, yago11k +2023-05-09 00:59:13,919 - [INFO] - [E:209| 500]: Train Loss:0.0011354, Val MRR:0.32139, yago11k +2023-05-09 01:00:56,338 - [INFO] - [E:209| 600]: Train Loss:0.0011358, Val MRR:0.32139, yago11k +2023-05-09 01:00:56,338 - [INFO] - [Epoch:209]: Training Loss:0.001136 + +2023-05-09 01:00:56,829 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:01:17,691 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:01:38,795 - [INFO] - [Evaluating Epoch 209 valid]: + MRR: Tail : 0.40168, Head : 0.22977, Avg : 0.31573 + MR: Tail : 514.21, Head : 881.13, Avg : 697.67 + Hit-1: Tail : 0.31564, Head : 0.18755, Avg : 0.2516 + Hit-3: Tail : 0.44082, Head : 0.22742, Avg : 0.33412 + Hit-10: Tail : 0.5671, Head : 0.30772, Avg : 0.43741 +2023-05-09 01:01:38,795 - [INFO] - [Epoch 209]: Training Loss: 0.0011358, Valid MRR: 0.32139, + + + +2023-05-09 01:01:39,970 - [INFO] - [E:210| 0]: Train Loss:0.0011117, Val MRR:0.32139, yago11k +2023-05-09 01:03:22,895 - [INFO] - [E:210| 100]: Train Loss:0.0011351, Val MRR:0.32139, yago11k +2023-05-09 01:05:03,489 - [INFO] - [E:210| 200]: Train Loss:0.0011357, Val MRR:0.32139, yago11k +2023-05-09 01:06:39,200 - [INFO] - [E:210| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 01:08:23,179 - [INFO] - [E:210| 400]: Train Loss:0.0011347, Val MRR:0.32139, yago11k +2023-05-09 01:10:07,284 - [INFO] - [E:210| 500]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 01:11:50,097 - [INFO] - [E:210| 600]: Train Loss:0.0011354, Val MRR:0.32139, yago11k +2023-05-09 01:11:50,097 - [INFO] - [Epoch:210]: Training Loss:0.001135 + +2023-05-09 01:11:50,359 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:12:11,388 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:12:32,445 - [INFO] - [Evaluating Epoch 210 valid]: + MRR: Tail : 0.40347, Head : 0.23186, Avg : 0.31766 + +2023-05-09 01:12:32,445 - [INFO] - [Epoch 210]: Training Loss: 0.0011354, Valid MRR: 0.32139, + + + +2023-05-09 01:12:33,652 - [INFO] - [E:211| 0]: Train Loss:0.001121, Val MRR:0.32139, yago11k +2023-05-09 01:14:06,789 - [INFO] - [E:211| 100]: Train Loss:0.0011338, Val MRR:0.32139, yago11k +2023-05-09 01:15:49,986 - [INFO] - [E:211| 200]: Train Loss:0.0011332, Val MRR:0.32139, yago11k +2023-05-09 01:17:33,154 - [INFO] - [E:211| 300]: Train Loss:0.0011341, Val MRR:0.32139, yago11k +2023-05-09 01:19:16,260 - [INFO] - [E:211| 400]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 01:20:59,990 - [INFO] - [E:211| 500]: Train Loss:0.0011341, Val MRR:0.32139, yago11k +2023-05-09 01:22:32,916 - [INFO] - [E:211| 600]: Train Loss:0.0011351, Val MRR:0.32139, yago11k +2023-05-09 01:22:32,916 - [INFO] - [Epoch:211]: Training Loss:0.001135 + +2023-05-09 01:22:33,135 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:22:52,164 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:23:13,590 - [INFO] - [Evaluating Epoch 211 valid]: + MRR: Tail : 0.40197, Head : 0.23138, Avg : 0.31667 + +2023-05-09 01:23:13,590 - [INFO] - [Epoch 211]: Training Loss: 0.0011351, Valid MRR: 0.32139, + + + +2023-05-09 01:23:14,689 - [INFO] - [E:212| 0]: Train Loss:0.0011226, Val MRR:0.32139, yago11k +2023-05-09 01:24:59,216 - [INFO] - [E:212| 100]: Train Loss:0.0011326, Val MRR:0.32139, yago11k +2023-05-09 01:26:42,830 - [INFO] - [E:212| 200]: Train Loss:0.0011331, Val MRR:0.32139, yago11k +2023-05-09 01:28:26,158 - [INFO] - [E:212| 300]: Train Loss:0.0011336, Val MRR:0.32139, yago11k +2023-05-09 01:30:09,402 - [INFO] - [E:212| 400]: Train Loss:0.0011341, Val MRR:0.32139, yago11k +2023-05-09 01:31:42,025 - [INFO] - [E:212| 500]: Train Loss:0.0011346, Val MRR:0.32139, yago11k +2023-05-09 01:33:24,091 - [INFO] - [E:212| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k +2023-05-09 01:33:24,091 - [INFO] - [Epoch:212]: Training Loss:0.001135 + +2023-05-09 01:33:24,604 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:33:45,320 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:34:06,664 - [INFO] - [Evaluating Epoch 212 valid]: + MRR: Tail : 0.40328, Head : 0.23124, Avg : 0.31726 + +2023-05-09 01:34:06,664 - [INFO] - [Epoch 212]: Training Loss: 0.0011348, Valid MRR: 0.32139, + + + +2023-05-09 01:34:07,589 - [INFO] - [E:213| 0]: Train Loss:0.0011223, Val MRR:0.32139, yago11k +2023-05-09 01:35:50,665 - [INFO] - [E:213| 100]: Train Loss:0.0011345, Val MRR:0.32139, yago11k +2023-05-09 01:37:33,267 - [INFO] - [E:213| 200]: Train Loss:0.0011355, Val MRR:0.32139, yago11k +2023-05-09 01:39:16,772 - [INFO] - [E:213| 300]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 01:40:49,245 - [INFO] - [E:213| 400]: Train Loss:0.001134, Val MRR:0.32139, yago11k +2023-05-09 01:42:32,329 - [INFO] - [E:213| 500]: Train Loss:0.001134, Val MRR:0.32139, yago11k +2023-05-09 01:44:14,816 - [INFO] - [E:213| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k +2023-05-09 01:44:14,816 - [INFO] - [Epoch:213]: Training Loss:0.001135 + +2023-05-09 01:44:15,079 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:44:36,317 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:44:57,051 - [INFO] - [Evaluating Epoch 213 valid]: + MRR: Tail : 0.40226, Head : 0.23262, Avg : 0.31744 + +2023-05-09 01:44:57,051 - [INFO] - [Epoch 213]: Training Loss: 0.0011348, Valid MRR: 0.32139, + + + +2023-05-09 01:44:57,959 - [INFO] - [E:214| 0]: Train Loss:0.0011222, Val MRR:0.32139, yago11k +2023-05-09 01:46:42,275 - [INFO] - [E:214| 100]: Train Loss:0.0011384, Val MRR:0.32139, yago11k +2023-05-09 01:48:26,387 - [INFO] - [E:214| 200]: Train Loss:0.0011366, Val MRR:0.32139, yago11k +2023-05-09 01:49:59,138 - [INFO] - [E:214| 300]: Train Loss:0.0011362, Val MRR:0.32139, yago11k +2023-05-09 01:51:42,052 - [INFO] - [E:214| 400]: Train Loss:0.0011357, Val MRR:0.32139, yago11k +2023-05-09 01:53:25,150 - [INFO] - [E:214| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k +2023-05-09 01:55:07,939 - [INFO] - [E:214| 600]: Train Loss:0.0011349, Val MRR:0.32139, yago11k +2023-05-09 01:55:07,939 - [INFO] - [Epoch:214]: Training Loss:0.001135 + +2023-05-09 01:55:08,270 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 01:55:29,599 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 01:55:50,897 - [INFO] - [Evaluating Epoch 214 valid]: + MRR: Tail : 0.40411, Head : 0.23118, Avg : 0.31765 + +2023-05-09 01:55:50,897 - [INFO] - [Epoch 214]: Training Loss: 0.0011349, Valid MRR: 0.32139, + + + +2023-05-09 01:55:52,022 - [INFO] - [E:215| 0]: Train Loss:0.0011627, Val MRR:0.32139, yago11k +2023-05-09 01:57:26,389 - [INFO] - [E:215| 100]: Train Loss:0.001133, Val MRR:0.32139, yago11k +2023-05-09 01:59:08,498 - [INFO] - [E:215| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k +2023-05-09 02:00:52,411 - [INFO] - [E:215| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k +2023-05-09 02:02:35,842 - [INFO] - [E:215| 400]: Train Loss:0.0011332, Val MRR:0.32139, yago11k +2023-05-09 02:04:18,826 - [INFO] - [E:215| 500]: Train Loss:0.0011334, Val MRR:0.32139, yago11k +2023-05-09 02:05:59,279 - [INFO] - [E:215| 600]: Train Loss:0.0011338, Val MRR:0.32139, yago11k +2023-05-09 02:05:59,279 - [INFO] - [Epoch:215]: Training Loss:0.001134 + +2023-05-09 02:05:59,498 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:06:11,692 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:06:31,270 - [INFO] - [Evaluating Epoch 215 valid]: + MRR: Tail : 0.40175, Head : 0.23089, Avg : 0.31632 + +2023-05-09 02:06:31,270 - [INFO] - [Epoch 215]: Training Loss: 0.0011338, Valid MRR: 0.32139, + + + +2023-05-09 02:06:32,477 - [INFO] - [E:216| 0]: Train Loss:0.0011122, Val MRR:0.32139, yago11k +2023-05-09 02:08:15,856 - [INFO] - [E:216| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k +2023-05-09 02:10:01,367 - [INFO] - [E:216| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k +2023-05-09 02:11:45,165 - [INFO] - [E:216| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k +2023-05-09 02:13:29,504 - [INFO] - [E:216| 400]: Train Loss:0.0011335, Val MRR:0.32139, yago11k +2023-05-09 02:15:05,152 - [INFO] - [E:216| 500]: Train Loss:0.0011338, Val MRR:0.32139, yago11k +2023-05-09 02:16:43,894 - [INFO] - [E:216| 600]: Train Loss:0.0011339, Val MRR:0.32139, yago11k +2023-05-09 02:16:43,894 - [INFO] - [Epoch:216]: Training Loss:0.001134 + +2023-05-09 02:16:44,215 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:17:05,234 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:17:26,292 - [INFO] - [Evaluating Epoch 216 valid]: + MRR: Tail : 0.40395, Head : 0.23045, Avg : 0.3172 + +2023-05-09 02:17:26,292 - [INFO] - [Epoch 216]: Training Loss: 0.0011339, Valid MRR: 0.32139, + + + +2023-05-09 02:17:27,378 - [INFO] - [E:217| 0]: Train Loss:0.0011217, Val MRR:0.32139, yago11k +2023-05-09 02:19:10,056 - [INFO] - [E:217| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k +2023-05-09 02:20:54,252 - [INFO] - [E:217| 200]: Train Loss:0.0011317, Val MRR:0.32139, yago11k +2023-05-09 02:22:37,916 - [INFO] - [E:217| 300]: Train Loss:0.0011325, Val MRR:0.32139, yago11k +2023-05-09 02:24:07,152 - [INFO] - [E:217| 400]: Train Loss:0.0011331, Val MRR:0.32139, yago11k +2023-05-09 02:25:51,459 - [INFO] - [E:217| 500]: Train Loss:0.0011336, Val MRR:0.32139, yago11k +2023-05-09 02:27:35,305 - [INFO] - [E:217| 600]: Train Loss:0.0011334, Val MRR:0.32139, yago11k +2023-05-09 02:27:35,305 - [INFO] - [Epoch:217]: Training Loss:0.001133 + +2023-05-09 02:27:35,829 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:27:56,185 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:28:16,929 - [INFO] - [Evaluating Epoch 217 valid]: + MRR: Tail : 0.41154, Head : 0.23199, Avg : 0.32176 + +2023-05-09 02:28:18,502 - [INFO] - [Epoch 217]: Training Loss: 0.0011334, Valid MRR: 0.32176, + + + +2023-05-09 02:28:19,718 - [INFO] - [E:218| 0]: Train Loss:0.0011241, Val MRR:0.32176, yago11k +2023-05-09 02:30:03,731 - [INFO] - [E:218| 100]: Train Loss:0.0011334, Val MRR:0.32176, yago11k +2023-05-09 02:31:47,213 - [INFO] - [E:218| 200]: Train Loss:0.0011329, Val MRR:0.32176, yago11k +2023-05-09 02:33:20,125 - [INFO] - [E:218| 300]: Train Loss:0.0011337, Val MRR:0.32176, yago11k +2023-05-09 02:35:03,666 - [INFO] - [E:218| 400]: Train Loss:0.0011333, Val MRR:0.32176, yago11k +2023-05-09 02:36:46,600 - [INFO] - [E:218| 500]: Train Loss:0.0011328, Val MRR:0.32176, yago11k +2023-05-09 02:38:29,324 - [INFO] - [E:218| 600]: Train Loss:0.0011332, Val MRR:0.32176, yago11k +2023-05-09 02:38:29,324 - [INFO] - [Epoch:218]: Training Loss:0.001133 + +2023-05-09 02:38:29,601 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:38:50,198 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:39:11,240 - [INFO] - [Evaluating Epoch 218 valid]: + MRR: Tail : 0.40603, Head : 0.23233, Avg : 0.31918 + +2023-05-09 02:39:11,240 - [INFO] - [Epoch 218]: Training Loss: 0.0011332, Valid MRR: 0.32176, + + + +2023-05-09 02:39:12,329 - [INFO] - [E:219| 0]: Train Loss:0.0011764, Val MRR:0.32176, yago11k +2023-05-09 02:40:55,810 - [INFO] - [E:219| 100]: Train Loss:0.0011313, Val MRR:0.32176, yago11k +2023-05-09 02:42:28,521 - [INFO] - [E:219| 200]: Train Loss:0.0011323, Val MRR:0.32176, yago11k +2023-05-09 02:44:11,550 - [INFO] - [E:219| 300]: Train Loss:0.0011327, Val MRR:0.32176, yago11k +2023-05-09 02:45:56,183 - [INFO] - [E:219| 400]: Train Loss:0.0011323, Val MRR:0.32176, yago11k +2023-05-09 02:47:40,278 - [INFO] - [E:219| 500]: Train Loss:0.0011326, Val MRR:0.32176, yago11k +2023-05-09 02:49:24,253 - [INFO] - [E:219| 600]: Train Loss:0.0011329, Val MRR:0.32176, yago11k +2023-05-09 02:49:24,254 - [INFO] - [Epoch:219]: Training Loss:0.001133 + +2023-05-09 02:49:24,536 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 02:49:45,147 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 02:50:03,831 - [INFO] - [Evaluating Epoch 219 valid]: + MRR: Tail : 0.40347, Head : 0.23151, Avg : 0.31749 + MR: Tail : 537.3, Head : 882.91, Avg : 710.11 + Hit-1: Tail : 0.31745, Head : 0.19005, Avg : 0.25375 + Hit-3: Tail : 0.44373, Head : 0.22937, Avg : 0.33655 + Hit-10: Tail : 0.57238, Head : 0.31398, Avg : 0.44318 +2023-05-09 02:50:03,832 - [INFO] - [Epoch 219]: Training Loss: 0.0011329, Valid MRR: 0.32176, + + + +2023-05-09 02:50:04,494 - [INFO] - [E:220| 0]: Train Loss:0.0011413, Val MRR:0.32176, yago11k +2023-05-09 02:51:34,437 - [INFO] - [E:220| 100]: Train Loss:0.0011327, Val MRR:0.32176, yago11k +2023-05-09 02:53:15,574 - [INFO] - [E:220| 200]: Train Loss:0.0011325, Val MRR:0.32176, yago11k +2023-05-09 02:55:00,374 - [INFO] - [E:220| 300]: Train Loss:0.0011319, Val MRR:0.32176, yago11k +2023-05-09 02:56:45,633 - [INFO] - [E:220| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k +2023-05-09 02:58:33,456 - [INFO] - [E:220| 500]: Train Loss:0.0011323, Val MRR:0.32176, yago11k +2023-05-09 03:00:02,255 - [INFO] - [E:220| 600]: Train Loss:0.0011327, Val MRR:0.32176, yago11k +2023-05-09 03:00:02,255 - [INFO] - [Epoch:220]: Training Loss:0.001133 + +2023-05-09 03:00:02,584 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:00:23,168 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:00:43,390 - [INFO] - [Evaluating Epoch 220 valid]: + MRR: Tail : 0.40699, Head : 0.23135, Avg : 0.31917 + +2023-05-09 03:00:43,390 - [INFO] - [Epoch 220]: Training Loss: 0.0011327, Valid MRR: 0.32176, + + + +2023-05-09 03:00:44,614 - [INFO] - [E:221| 0]: Train Loss:0.0011198, Val MRR:0.32176, yago11k +2023-05-09 03:02:28,634 - [INFO] - [E:221| 100]: Train Loss:0.0011322, Val MRR:0.32176, yago11k +2023-05-09 03:04:12,577 - [INFO] - [E:221| 200]: Train Loss:0.0011327, Val MRR:0.32176, yago11k +2023-05-09 03:05:56,892 - [INFO] - [E:221| 300]: Train Loss:0.0011329, Val MRR:0.32176, yago11k +2023-05-09 03:07:40,696 - [INFO] - [E:221| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k +2023-05-09 03:09:09,862 - [INFO] - [E:221| 500]: Train Loss:0.001132, Val MRR:0.32176, yago11k +2023-05-09 03:10:52,955 - [INFO] - [E:221| 600]: Train Loss:0.0011322, Val MRR:0.32176, yago11k +2023-05-09 03:10:52,956 - [INFO] - [Epoch:221]: Training Loss:0.001132 + +2023-05-09 03:10:53,220 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:11:13,513 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:11:33,906 - [INFO] - [Evaluating Epoch 221 valid]: + MRR: Tail : 0.40899, Head : 0.23067, Avg : 0.31983 + +2023-05-09 03:11:33,906 - [INFO] - [Epoch 221]: Training Loss: 0.0011322, Valid MRR: 0.32176, + + + +2023-05-09 03:11:34,957 - [INFO] - [E:222| 0]: Train Loss:0.001146, Val MRR:0.32176, yago11k +2023-05-09 03:13:19,376 - [INFO] - [E:222| 100]: Train Loss:0.0011314, Val MRR:0.32176, yago11k +2023-05-09 03:15:04,408 - [INFO] - [E:222| 200]: Train Loss:0.0011317, Val MRR:0.32176, yago11k +2023-05-09 03:16:41,518 - [INFO] - [E:222| 300]: Train Loss:0.0011321, Val MRR:0.32176, yago11k +2023-05-09 03:18:18,590 - [INFO] - [E:222| 400]: Train Loss:0.0011313, Val MRR:0.32176, yago11k +2023-05-09 03:20:02,773 - [INFO] - [E:222| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k +2023-05-09 03:21:45,472 - [INFO] - [E:222| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k +2023-05-09 03:21:45,473 - [INFO] - [Epoch:222]: Training Loss:0.001131 + +2023-05-09 03:21:45,987 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:22:06,513 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:22:27,029 - [INFO] - [Evaluating Epoch 222 valid]: + MRR: Tail : 0.40709, Head : 0.23166, Avg : 0.31938 + +2023-05-09 03:22:27,029 - [INFO] - [Epoch 222]: Training Loss: 0.0011313, Valid MRR: 0.32176, + + + +2023-05-09 03:22:28,232 - [INFO] - [E:223| 0]: Train Loss:0.0011142, Val MRR:0.32176, yago11k +2023-05-09 03:24:12,821 - [INFO] - [E:223| 100]: Train Loss:0.0011283, Val MRR:0.32176, yago11k +2023-05-09 03:25:44,706 - [INFO] - [E:223| 200]: Train Loss:0.00113, Val MRR:0.32176, yago11k +2023-05-09 03:27:27,195 - [INFO] - [E:223| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 03:29:10,943 - [INFO] - [E:223| 400]: Train Loss:0.0011312, Val MRR:0.32176, yago11k +2023-05-09 03:30:53,800 - [INFO] - [E:223| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k +2023-05-09 03:32:36,587 - [INFO] - [E:223| 600]: Train Loss:0.0011319, Val MRR:0.32176, yago11k +2023-05-09 03:32:36,587 - [INFO] - [Epoch:223]: Training Loss:0.001132 + +2023-05-09 03:32:36,939 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:32:58,336 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:33:19,270 - [INFO] - [Evaluating Epoch 223 valid]: + MRR: Tail : 0.40593, Head : 0.23078, Avg : 0.31835 + +2023-05-09 03:33:19,271 - [INFO] - [Epoch 223]: Training Loss: 0.0011319, Valid MRR: 0.32176, + + + +2023-05-09 03:33:20,405 - [INFO] - [E:224| 0]: Train Loss:0.0011541, Val MRR:0.32176, yago11k +2023-05-09 03:34:53,210 - [INFO] - [E:224| 100]: Train Loss:0.0011286, Val MRR:0.32176, yago11k +2023-05-09 03:36:36,290 - [INFO] - [E:224| 200]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 03:38:19,608 - [INFO] - [E:224| 300]: Train Loss:0.0011298, Val MRR:0.32176, yago11k +2023-05-09 03:40:02,353 - [INFO] - [E:224| 400]: Train Loss:0.0011307, Val MRR:0.32176, yago11k +2023-05-09 03:41:45,757 - [INFO] - [E:224| 500]: Train Loss:0.001131, Val MRR:0.32176, yago11k +2023-05-09 03:43:18,138 - [INFO] - [E:224| 600]: Train Loss:0.0011317, Val MRR:0.32176, yago11k +2023-05-09 03:43:18,138 - [INFO] - [Epoch:224]: Training Loss:0.001132 + +2023-05-09 03:43:18,480 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:43:39,490 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:44:00,767 - [INFO] - [Evaluating Epoch 224 valid]: + MRR: Tail : 0.40147, Head : 0.23025, Avg : 0.31586 + +2023-05-09 03:44:00,767 - [INFO] - [Epoch 224]: Training Loss: 0.0011317, Valid MRR: 0.32176, + + + +2023-05-09 03:44:01,952 - [INFO] - [E:225| 0]: Train Loss:0.0011249, Val MRR:0.32176, yago11k +2023-05-09 03:45:44,904 - [INFO] - [E:225| 100]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 03:47:30,186 - [INFO] - [E:225| 200]: Train Loss:0.0011303, Val MRR:0.32176, yago11k +2023-05-09 03:49:14,010 - [INFO] - [E:225| 300]: Train Loss:0.0011307, Val MRR:0.32176, yago11k +2023-05-09 03:50:58,047 - [INFO] - [E:225| 400]: Train Loss:0.0011306, Val MRR:0.32176, yago11k +2023-05-09 03:52:30,886 - [INFO] - [E:225| 500]: Train Loss:0.0011306, Val MRR:0.32176, yago11k +2023-05-09 03:54:13,135 - [INFO] - [E:225| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k +2023-05-09 03:54:13,135 - [INFO] - [Epoch:225]: Training Loss:0.001131 + +2023-05-09 03:54:13,581 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 03:54:34,426 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 03:54:55,636 - [INFO] - [Evaluating Epoch 225 valid]: + MRR: Tail : 0.40671, Head : 0.23179, Avg : 0.31925 + +2023-05-09 03:54:55,636 - [INFO] - [Epoch 225]: Training Loss: 0.0011313, Valid MRR: 0.32176, + + + +2023-05-09 03:54:56,722 - [INFO] - [E:226| 0]: Train Loss:0.0011196, Val MRR:0.32176, yago11k +2023-05-09 03:56:40,060 - [INFO] - [E:226| 100]: Train Loss:0.001127, Val MRR:0.32176, yago11k +2023-05-09 03:58:22,779 - [INFO] - [E:226| 200]: Train Loss:0.0011293, Val MRR:0.32176, yago11k +2023-05-09 04:00:05,930 - [INFO] - [E:226| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 04:01:38,304 - [INFO] - [E:226| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k +2023-05-09 04:03:21,430 - [INFO] - [E:226| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:05:03,306 - [INFO] - [E:226| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k +2023-05-09 04:05:03,307 - [INFO] - [Epoch:226]: Training Loss:0.001131 + +2023-05-09 04:05:03,649 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:05:24,826 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:05:45,872 - [INFO] - [Evaluating Epoch 226 valid]: + MRR: Tail : 0.40639, Head : 0.2332, Avg : 0.3198 + +2023-05-09 04:05:45,873 - [INFO] - [Epoch 226]: Training Loss: 0.0011308, Valid MRR: 0.32176, + + + +2023-05-09 04:05:47,061 - [INFO] - [E:227| 0]: Train Loss:0.0011149, Val MRR:0.32176, yago11k +2023-05-09 04:07:30,265 - [INFO] - [E:227| 100]: Train Loss:0.0011309, Val MRR:0.32176, yago11k +2023-05-09 04:09:10,258 - [INFO] - [E:227| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:10:46,244 - [INFO] - [E:227| 300]: Train Loss:0.0011302, Val MRR:0.32176, yago11k +2023-05-09 04:12:29,432 - [INFO] - [E:227| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k +2023-05-09 04:14:12,176 - [INFO] - [E:227| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:15:54,852 - [INFO] - [E:227| 600]: Train Loss:0.0011303, Val MRR:0.32176, yago11k +2023-05-09 04:15:54,852 - [INFO] - [Epoch:227]: Training Loss:0.00113 + +2023-05-09 04:15:55,204 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:16:16,509 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:16:37,733 - [INFO] - [Evaluating Epoch 227 valid]: + MRR: Tail : 0.40804, Head : 0.23306, Avg : 0.32055 + +2023-05-09 04:16:37,734 - [INFO] - [Epoch 227]: Training Loss: 0.0011303, Valid MRR: 0.32176, + + + +2023-05-09 04:16:38,911 - [INFO] - [E:228| 0]: Train Loss:0.0011943, Val MRR:0.32176, yago11k +2023-05-09 04:18:11,901 - [INFO] - [E:228| 100]: Train Loss:0.0011308, Val MRR:0.32176, yago11k +2023-05-09 04:19:55,395 - [INFO] - [E:228| 200]: Train Loss:0.0011299, Val MRR:0.32176, yago11k +2023-05-09 04:21:38,427 - [INFO] - [E:228| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:23:19,959 - [INFO] - [E:228| 400]: Train Loss:0.0011309, Val MRR:0.32176, yago11k +2023-05-09 04:25:02,459 - [INFO] - [E:228| 500]: Train Loss:0.0011308, Val MRR:0.32176, yago11k +2023-05-09 04:26:34,411 - [INFO] - [E:228| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k +2023-05-09 04:26:34,411 - [INFO] - [Epoch:228]: Training Loss:0.001131 + +2023-05-09 04:26:34,773 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:26:55,550 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:27:16,694 - [INFO] - [Evaluating Epoch 228 valid]: + MRR: Tail : 0.41008, Head : 0.23176, Avg : 0.32092 + +2023-05-09 04:27:16,694 - [INFO] - [Epoch 228]: Training Loss: 0.0011308, Valid MRR: 0.32176, + + + +2023-05-09 04:27:17,860 - [INFO] - [E:229| 0]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 04:29:00,275 - [INFO] - [E:229| 100]: Train Loss:0.0011299, Val MRR:0.32176, yago11k +2023-05-09 04:30:44,425 - [INFO] - [E:229| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k +2023-05-09 04:32:28,487 - [INFO] - [E:229| 300]: Train Loss:0.001129, Val MRR:0.32176, yago11k +2023-05-09 04:34:11,493 - [INFO] - [E:229| 400]: Train Loss:0.0011295, Val MRR:0.32176, yago11k +2023-05-09 04:35:46,532 - [INFO] - [E:229| 500]: Train Loss:0.0011304, Val MRR:0.32176, yago11k +2023-05-09 04:37:28,642 - [INFO] - [E:229| 600]: Train Loss:0.0011304, Val MRR:0.32176, yago11k +2023-05-09 04:37:28,642 - [INFO] - [Epoch:229]: Training Loss:0.00113 + +2023-05-09 04:37:29,161 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:37:50,047 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:38:11,247 - [INFO] - [Evaluating Epoch 229 valid]: + MRR: Tail : 0.40811, Head : 0.23296, Avg : 0.32054 + MR: Tail : 539.41, Head : 899.43, Avg : 719.42 + Hit-1: Tail : 0.32356, Head : 0.1913, Avg : 0.25743 + Hit-3: Tail : 0.4436, Head : 0.22881, Avg : 0.3362 + Hit-10: Tail : 0.57502, Head : 0.31578, Avg : 0.4454 +2023-05-09 04:38:11,247 - [INFO] - [Epoch 229]: Training Loss: 0.0011304, Valid MRR: 0.32176, + + + +2023-05-09 04:38:12,165 - [INFO] - [E:230| 0]: Train Loss:0.0011463, Val MRR:0.32176, yago11k +2023-05-09 04:39:55,513 - [INFO] - [E:230| 100]: Train Loss:0.0011305, Val MRR:0.32176, yago11k +2023-05-09 04:41:38,527 - [INFO] - [E:230| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k +2023-05-09 04:43:21,095 - [INFO] - [E:230| 300]: Train Loss:0.0011297, Val MRR:0.32176, yago11k +2023-05-09 04:44:53,835 - [INFO] - [E:230| 400]: Train Loss:0.001129, Val MRR:0.32176, yago11k +2023-05-09 04:46:37,370 - [INFO] - [E:230| 500]: Train Loss:0.0011294, Val MRR:0.32176, yago11k +2023-05-09 04:48:20,184 - [INFO] - [E:230| 600]: Train Loss:0.0011298, Val MRR:0.32176, yago11k +2023-05-09 04:48:20,185 - [INFO] - [Epoch:230]: Training Loss:0.00113 + +2023-05-09 04:48:20,466 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:48:41,431 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:49:02,571 - [INFO] - [Evaluating Epoch 230 valid]: + MRR: Tail : 0.40906, Head : 0.23098, Avg : 0.32002 + +2023-05-09 04:49:02,571 - [INFO] - [Epoch 230]: Training Loss: 0.0011298, Valid MRR: 0.32176, + + + +2023-05-09 04:49:03,402 - [INFO] - [E:231| 0]: Train Loss:0.001114, Val MRR:0.32176, yago11k +2023-05-09 04:50:46,590 - [INFO] - [E:231| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k +2023-05-09 04:52:28,778 - [INFO] - [E:231| 200]: Train Loss:0.0011288, Val MRR:0.32176, yago11k +2023-05-09 04:54:02,902 - [INFO] - [E:231| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k +2023-05-09 04:55:46,310 - [INFO] - [E:231| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k +2023-05-09 04:57:29,380 - [INFO] - [E:231| 500]: Train Loss:0.0011293, Val MRR:0.32176, yago11k +2023-05-09 04:59:11,930 - [INFO] - [E:231| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k +2023-05-09 04:59:11,930 - [INFO] - [Epoch:231]: Training Loss:0.00113 + +2023-05-09 04:59:12,277 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 04:59:33,224 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 04:59:54,716 - [INFO] - [Evaluating Epoch 231 valid]: + MRR: Tail : 0.40775, Head : 0.23102, Avg : 0.31939 + +2023-05-09 04:59:54,716 - [INFO] - [Epoch 231]: Training Loss: 0.0011297, Valid MRR: 0.32176, + + + +2023-05-09 04:59:55,826 - [INFO] - [E:232| 0]: Train Loss:0.0011321, Val MRR:0.32176, yago11k +2023-05-09 05:01:28,396 - [INFO] - [E:232| 100]: Train Loss:0.0011284, Val MRR:0.32176, yago11k +2023-05-09 05:03:11,502 - [INFO] - [E:232| 200]: Train Loss:0.0011278, Val MRR:0.32176, yago11k +2023-05-09 05:04:55,171 - [INFO] - [E:232| 300]: Train Loss:0.0011296, Val MRR:0.32176, yago11k +2023-05-09 05:06:37,750 - [INFO] - [E:232| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k +2023-05-09 05:08:20,474 - [INFO] - [E:232| 500]: Train Loss:0.0011296, Val MRR:0.32176, yago11k +2023-05-09 05:09:58,321 - [INFO] - [E:232| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k +2023-05-09 05:09:58,321 - [INFO] - [Epoch:232]: Training Loss:0.00113 + +2023-05-09 05:09:58,539 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:10:12,197 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:10:33,493 - [INFO] - [Evaluating Epoch 232 valid]: + MRR: Tail : 0.40501, Head : 0.23297, Avg : 0.31899 + +2023-05-09 05:10:33,493 - [INFO] - [Epoch 232]: Training Loss: 0.0011297, Valid MRR: 0.32176, + + + +2023-05-09 05:10:34,691 - [INFO] - [E:233| 0]: Train Loss:0.0011316, Val MRR:0.32176, yago11k +2023-05-09 05:12:18,363 - [INFO] - [E:233| 100]: Train Loss:0.0011282, Val MRR:0.32176, yago11k +2023-05-09 05:14:02,478 - [INFO] - [E:233| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k +2023-05-09 05:15:45,688 - [INFO] - [E:233| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 05:17:29,082 - [INFO] - [E:233| 400]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 05:19:02,389 - [INFO] - [E:233| 500]: Train Loss:0.0011292, Val MRR:0.32176, yago11k +2023-05-09 05:20:45,778 - [INFO] - [E:233| 600]: Train Loss:0.001129, Val MRR:0.32176, yago11k +2023-05-09 05:20:45,779 - [INFO] - [Epoch:233]: Training Loss:0.001129 + +2023-05-09 05:20:46,041 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:21:07,403 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:21:28,377 - [INFO] - [Evaluating Epoch 233 valid]: + MRR: Tail : 0.40848, Head : 0.22961, Avg : 0.31905 + +2023-05-09 05:21:28,377 - [INFO] - [Epoch 233]: Training Loss: 0.001129, Valid MRR: 0.32176, + + + +2023-05-09 05:21:29,585 - [INFO] - [E:234| 0]: Train Loss:0.0011438, Val MRR:0.32176, yago11k +2023-05-09 05:23:14,927 - [INFO] - [E:234| 100]: Train Loss:0.0011288, Val MRR:0.32176, yago11k +2023-05-09 05:24:57,756 - [INFO] - [E:234| 200]: Train Loss:0.0011295, Val MRR:0.32176, yago11k +2023-05-09 05:26:40,798 - [INFO] - [E:234| 300]: Train Loss:0.0011285, Val MRR:0.32176, yago11k +2023-05-09 05:28:13,520 - [INFO] - [E:234| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k +2023-05-09 05:29:57,117 - [INFO] - [E:234| 500]: Train Loss:0.0011287, Val MRR:0.32176, yago11k +2023-05-09 05:31:39,973 - [INFO] - [E:234| 600]: Train Loss:0.0011291, Val MRR:0.32176, yago11k +2023-05-09 05:31:39,973 - [INFO] - [Epoch:234]: Training Loss:0.001129 + +2023-05-09 05:31:40,234 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:32:01,433 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:32:22,490 - [INFO] - [Evaluating Epoch 234 valid]: + MRR: Tail : 0.40899, Head : 0.23124, Avg : 0.32011 + +2023-05-09 05:32:22,490 - [INFO] - [Epoch 234]: Training Loss: 0.0011291, Valid MRR: 0.32176, + + + +2023-05-09 05:32:23,691 - [INFO] - [E:235| 0]: Train Loss:0.0011294, Val MRR:0.32176, yago11k +2023-05-09 05:34:07,080 - [INFO] - [E:235| 100]: Train Loss:0.0011291, Val MRR:0.32176, yago11k +2023-05-09 05:35:50,764 - [INFO] - [E:235| 200]: Train Loss:0.0011282, Val MRR:0.32176, yago11k +2023-05-09 05:37:23,378 - [INFO] - [E:235| 300]: Train Loss:0.0011282, Val MRR:0.32176, yago11k +2023-05-09 05:39:06,601 - [INFO] - [E:235| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k +2023-05-09 05:40:49,578 - [INFO] - [E:235| 500]: Train Loss:0.0011289, Val MRR:0.32176, yago11k +2023-05-09 05:42:32,270 - [INFO] - [E:235| 600]: Train Loss:0.0011289, Val MRR:0.32176, yago11k +2023-05-09 05:42:32,270 - [INFO] - [Epoch:235]: Training Loss:0.001129 + +2023-05-09 05:42:32,536 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:42:53,393 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:43:14,467 - [INFO] - [Evaluating Epoch 235 valid]: + MRR: Tail : 0.40936, Head : 0.23279, Avg : 0.32107 + +2023-05-09 05:43:14,467 - [INFO] - [Epoch 235]: Training Loss: 0.0011289, Valid MRR: 0.32176, + + + +2023-05-09 05:43:15,289 - [INFO] - [E:236| 0]: Train Loss:0.0011567, Val MRR:0.32176, yago11k +2023-05-09 05:44:53,431 - [INFO] - [E:236| 100]: Train Loss:0.0011296, Val MRR:0.32176, yago11k +2023-05-09 05:46:31,371 - [INFO] - [E:236| 200]: Train Loss:0.0011285, Val MRR:0.32176, yago11k +2023-05-09 05:48:14,890 - [INFO] - [E:236| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k +2023-05-09 05:49:58,149 - [INFO] - [E:236| 400]: Train Loss:0.0011284, Val MRR:0.32176, yago11k +2023-05-09 05:51:41,711 - [INFO] - [E:236| 500]: Train Loss:0.0011281, Val MRR:0.32176, yago11k +2023-05-09 05:53:22,549 - [INFO] - [E:236| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k +2023-05-09 05:53:22,549 - [INFO] - [Epoch:236]: Training Loss:0.001129 + +2023-05-09 05:53:22,766 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 05:53:34,942 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 05:53:53,312 - [INFO] - [Evaluating Epoch 236 valid]: + MRR: Tail : 0.40864, Head : 0.23209, Avg : 0.32037 + +2023-05-09 05:53:53,312 - [INFO] - [Epoch 236]: Training Loss: 0.0011286, Valid MRR: 0.32176, + + + +2023-05-09 05:53:54,107 - [INFO] - [E:237| 0]: Train Loss:0.0011335, Val MRR:0.32176, yago11k +2023-05-09 05:55:36,127 - [INFO] - [E:237| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k +2023-05-09 05:57:19,643 - [INFO] - [E:237| 200]: Train Loss:0.0011279, Val MRR:0.32176, yago11k +2023-05-09 05:59:03,637 - [INFO] - [E:237| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k +2023-05-09 06:00:47,001 - [INFO] - [E:237| 400]: Train Loss:0.0011282, Val MRR:0.32176, yago11k +2023-05-09 06:02:20,480 - [INFO] - [E:237| 500]: Train Loss:0.001128, Val MRR:0.32176, yago11k +2023-05-09 06:04:03,011 - [INFO] - [E:237| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k +2023-05-09 06:04:03,011 - [INFO] - [Epoch:237]: Training Loss:0.001129 + +2023-05-09 06:04:03,372 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:04:24,229 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:04:45,772 - [INFO] - [Evaluating Epoch 237 valid]: + MRR: Tail : 0.40434, Head : 0.23224, Avg : 0.31829 + +2023-05-09 06:04:45,772 - [INFO] - [Epoch 237]: Training Loss: 0.0011286, Valid MRR: 0.32176, + + + +2023-05-09 06:04:46,658 - [INFO] - [E:238| 0]: Train Loss:0.001121, Val MRR:0.32176, yago11k +2023-05-09 06:06:30,012 - [INFO] - [E:238| 100]: Train Loss:0.0011298, Val MRR:0.32176, yago11k +2023-05-09 06:08:13,320 - [INFO] - [E:238| 200]: Train Loss:0.0011286, Val MRR:0.32176, yago11k +2023-05-09 06:09:57,283 - [INFO] - [E:238| 300]: Train Loss:0.0011287, Val MRR:0.32176, yago11k +2023-05-09 06:11:32,754 - [INFO] - [E:238| 400]: Train Loss:0.0011281, Val MRR:0.32176, yago11k +2023-05-09 06:13:16,720 - [INFO] - [E:238| 500]: Train Loss:0.0011278, Val MRR:0.32176, yago11k +2023-05-09 06:14:59,259 - [INFO] - [E:238| 600]: Train Loss:0.0011281, Val MRR:0.32176, yago11k +2023-05-09 06:14:59,260 - [INFO] - [Epoch:238]: Training Loss:0.001128 + +2023-05-09 06:14:59,601 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:15:20,507 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:15:41,875 - [INFO] - [Evaluating Epoch 238 valid]: + MRR: Tail : 0.40777, Head : 0.23277, Avg : 0.32027 + +2023-05-09 06:15:41,875 - [INFO] - [Epoch 238]: Training Loss: 0.0011281, Valid MRR: 0.32176, + + + +2023-05-09 06:15:42,978 - [INFO] - [E:239| 0]: Train Loss:0.0011452, Val MRR:0.32176, yago11k +2023-05-09 06:17:25,893 - [INFO] - [E:239| 100]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 06:19:09,384 - [INFO] - [E:239| 200]: Train Loss:0.0011274, Val MRR:0.32176, yago11k +2023-05-09 06:20:42,023 - [INFO] - [E:239| 300]: Train Loss:0.0011279, Val MRR:0.32176, yago11k +2023-05-09 06:22:25,151 - [INFO] - [E:239| 400]: Train Loss:0.0011279, Val MRR:0.32176, yago11k +2023-05-09 06:24:08,192 - [INFO] - [E:239| 500]: Train Loss:0.0011277, Val MRR:0.32176, yago11k +2023-05-09 06:25:50,585 - [INFO] - [E:239| 600]: Train Loss:0.001128, Val MRR:0.32176, yago11k +2023-05-09 06:25:50,586 - [INFO] - [Epoch:239]: Training Loss:0.001128 + +2023-05-09 06:25:50,931 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:26:12,145 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:26:33,113 - [INFO] - [Evaluating Epoch 239 valid]: + MRR: Tail : 0.40624, Head : 0.23224, Avg : 0.31924 + MR: Tail : 564.04, Head : 913.73, Avg : 738.89 + Hit-1: Tail : 0.32231, Head : 0.18964, Avg : 0.25597 + Hit-3: Tail : 0.4404, Head : 0.23006, Avg : 0.33523 + Hit-10: Tail : 0.57447, Head : 0.31564, Avg : 0.44505 +2023-05-09 06:26:33,113 - [INFO] - [Epoch 239]: Training Loss: 0.001128, Valid MRR: 0.32176, + + + +2023-05-09 06:26:34,313 - [INFO] - [E:240| 0]: Train Loss:0.001112, Val MRR:0.32176, yago11k +2023-05-09 06:28:11,222 - [INFO] - [E:240| 100]: Train Loss:0.0011262, Val MRR:0.32176, yago11k +2023-05-09 06:29:50,724 - [INFO] - [E:240| 200]: Train Loss:0.0011271, Val MRR:0.32176, yago11k +2023-05-09 06:31:33,696 - [INFO] - [E:240| 300]: Train Loss:0.0011277, Val MRR:0.32176, yago11k +2023-05-09 06:33:17,009 - [INFO] - [E:240| 400]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 06:35:00,572 - [INFO] - [E:240| 500]: Train Loss:0.0011274, Val MRR:0.32176, yago11k +2023-05-09 06:36:42,455 - [INFO] - [E:240| 600]: Train Loss:0.0011276, Val MRR:0.32176, yago11k +2023-05-09 06:36:42,456 - [INFO] - [Epoch:240]: Training Loss:0.001128 + +2023-05-09 06:36:42,676 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:36:54,860 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:37:12,942 - [INFO] - [Evaluating Epoch 240 valid]: + MRR: Tail : 0.40578, Head : 0.23267, Avg : 0.31923 + +2023-05-09 06:37:12,942 - [INFO] - [Epoch 240]: Training Loss: 0.0011276, Valid MRR: 0.32176, + + + +2023-05-09 06:37:14,129 - [INFO] - [E:241| 0]: Train Loss:0.0011333, Val MRR:0.32176, yago11k +2023-05-09 06:38:57,259 - [INFO] - [E:241| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k +2023-05-09 06:40:40,046 - [INFO] - [E:241| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k +2023-05-09 06:42:22,829 - [INFO] - [E:241| 300]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 06:44:05,943 - [INFO] - [E:241| 400]: Train Loss:0.0011267, Val MRR:0.32176, yago11k +2023-05-09 06:45:40,063 - [INFO] - [E:241| 500]: Train Loss:0.0011272, Val MRR:0.32176, yago11k +2023-05-09 06:47:21,476 - [INFO] - [E:241| 600]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 06:47:21,477 - [INFO] - [Epoch:241]: Training Loss:0.001127 + +2023-05-09 06:47:21,755 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:47:42,787 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:48:04,289 - [INFO] - [Evaluating Epoch 241 valid]: + MRR: Tail : 0.40619, Head : 0.23204, Avg : 0.31912 + +2023-05-09 06:48:04,289 - [INFO] - [Epoch 241]: Training Loss: 0.0011273, Valid MRR: 0.32176, + + + +2023-05-09 06:48:05,181 - [INFO] - [E:242| 0]: Train Loss:0.00114, Val MRR:0.32176, yago11k +2023-05-09 06:49:48,358 - [INFO] - [E:242| 100]: Train Loss:0.0011274, Val MRR:0.32176, yago11k +2023-05-09 06:51:31,727 - [INFO] - [E:242| 200]: Train Loss:0.0011275, Val MRR:0.32176, yago11k +2023-05-09 06:53:14,460 - [INFO] - [E:242| 300]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 06:54:47,759 - [INFO] - [E:242| 400]: Train Loss:0.0011268, Val MRR:0.32176, yago11k +2023-05-09 06:56:30,757 - [INFO] - [E:242| 500]: Train Loss:0.001127, Val MRR:0.32176, yago11k +2023-05-09 06:58:14,035 - [INFO] - [E:242| 600]: Train Loss:0.0011275, Val MRR:0.32176, yago11k +2023-05-09 06:58:14,035 - [INFO] - [Epoch:242]: Training Loss:0.001128 + +2023-05-09 06:58:14,320 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 06:58:35,363 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 06:58:58,339 - [INFO] - [Evaluating Epoch 242 valid]: + MRR: Tail : 0.40687, Head : 0.23336, Avg : 0.32012 + +2023-05-09 06:58:58,339 - [INFO] - [Epoch 242]: Training Loss: 0.0011275, Valid MRR: 0.32176, + + + +2023-05-09 06:58:59,539 - [INFO] - [E:243| 0]: Train Loss:0.0011405, Val MRR:0.32176, yago11k +2023-05-09 07:00:43,267 - [INFO] - [E:243| 100]: Train Loss:0.0011281, Val MRR:0.32176, yago11k +2023-05-09 07:02:27,424 - [INFO] - [E:243| 200]: Train Loss:0.0011272, Val MRR:0.32176, yago11k +2023-05-09 07:04:00,884 - [INFO] - [E:243| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k +2023-05-09 07:05:44,010 - [INFO] - [E:243| 400]: Train Loss:0.0011276, Val MRR:0.32176, yago11k +2023-05-09 07:07:26,997 - [INFO] - [E:243| 500]: Train Loss:0.0011273, Val MRR:0.32176, yago11k +2023-05-09 07:09:09,557 - [INFO] - [E:243| 600]: Train Loss:0.0011274, Val MRR:0.32176, yago11k +2023-05-09 07:09:09,557 - [INFO] - [Epoch:243]: Training Loss:0.001127 + +2023-05-09 07:09:09,818 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:09:30,600 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:09:51,757 - [INFO] - [Evaluating Epoch 243 valid]: + MRR: Tail : 0.40824, Head : 0.23168, Avg : 0.31996 + +2023-05-09 07:09:51,757 - [INFO] - [Epoch 243]: Training Loss: 0.0011274, Valid MRR: 0.32176, + + + +2023-05-09 07:09:52,618 - [INFO] - [E:244| 0]: Train Loss:0.001213, Val MRR:0.32176, yago11k +2023-05-09 07:11:35,733 - [INFO] - [E:244| 100]: Train Loss:0.0011276, Val MRR:0.32176, yago11k +2023-05-09 07:13:08,772 - [INFO] - [E:244| 200]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 07:14:51,393 - [INFO] - [E:244| 300]: Train Loss:0.0011268, Val MRR:0.32176, yago11k +2023-05-09 07:16:34,701 - [INFO] - [E:244| 400]: Train Loss:0.001127, Val MRR:0.32176, yago11k +2023-05-09 07:18:18,303 - [INFO] - [E:244| 500]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 07:20:00,877 - [INFO] - [E:244| 600]: Train Loss:0.0011271, Val MRR:0.32176, yago11k +2023-05-09 07:20:00,877 - [INFO] - [Epoch:244]: Training Loss:0.001127 + +2023-05-09 07:20:01,396 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:20:20,786 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:20:32,796 - [INFO] - [Evaluating Epoch 244 valid]: + MRR: Tail : 0.41093, Head : 0.23073, Avg : 0.32083 + +2023-05-09 07:20:32,796 - [INFO] - [Epoch 244]: Training Loss: 0.0011271, Valid MRR: 0.32176, + + + +2023-05-09 07:20:33,443 - [INFO] - [E:245| 0]: Train Loss:0.0011385, Val MRR:0.32176, yago11k +2023-05-09 07:22:15,128 - [INFO] - [E:245| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k +2023-05-09 07:23:57,582 - [INFO] - [E:245| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k +2023-05-09 07:25:39,094 - [INFO] - [E:245| 300]: Train Loss:0.0011255, Val MRR:0.32176, yago11k +2023-05-09 07:27:22,238 - [INFO] - [E:245| 400]: Train Loss:0.0011257, Val MRR:0.32176, yago11k +2023-05-09 07:28:57,783 - [INFO] - [E:245| 500]: Train Loss:0.0011263, Val MRR:0.32176, yago11k +2023-05-09 07:30:37,787 - [INFO] - [E:245| 600]: Train Loss:0.0011266, Val MRR:0.32176, yago11k +2023-05-09 07:30:37,788 - [INFO] - [Epoch:245]: Training Loss:0.001127 + +2023-05-09 07:30:38,134 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:30:59,504 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:31:20,545 - [INFO] - [Evaluating Epoch 245 valid]: + MRR: Tail : 0.40503, Head : 0.23065, Avg : 0.31784 + +2023-05-09 07:31:20,545 - [INFO] - [Epoch 245]: Training Loss: 0.0011266, Valid MRR: 0.32176, + + + +2023-05-09 07:31:21,740 - [INFO] - [E:246| 0]: Train Loss:0.0011252, Val MRR:0.32176, yago11k +2023-05-09 07:33:04,776 - [INFO] - [E:246| 100]: Train Loss:0.0011238, Val MRR:0.32176, yago11k +2023-05-09 07:34:47,465 - [INFO] - [E:246| 200]: Train Loss:0.0011249, Val MRR:0.32176, yago11k +2023-05-09 07:36:30,878 - [INFO] - [E:246| 300]: Train Loss:0.0011249, Val MRR:0.32176, yago11k +2023-05-09 07:38:03,867 - [INFO] - [E:246| 400]: Train Loss:0.0011246, Val MRR:0.32176, yago11k +2023-05-09 07:39:47,093 - [INFO] - [E:246| 500]: Train Loss:0.0011255, Val MRR:0.32176, yago11k +2023-05-09 07:41:29,065 - [INFO] - [E:246| 600]: Train Loss:0.0011263, Val MRR:0.32176, yago11k +2023-05-09 07:41:29,065 - [INFO] - [Epoch:246]: Training Loss:0.001126 + +2023-05-09 07:41:29,451 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:41:50,540 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:42:11,764 - [INFO] - [Evaluating Epoch 246 valid]: + MRR: Tail : 0.41141, Head : 0.23252, Avg : 0.32196 + +2023-05-09 07:42:12,661 - [INFO] - [Epoch 246]: Training Loss: 0.0011263, Valid MRR: 0.32196, + + + +2023-05-09 07:42:13,850 - [INFO] - [E:247| 0]: Train Loss:0.0011273, Val MRR:0.32196, yago11k +2023-05-09 07:43:56,784 - [INFO] - [E:247| 100]: Train Loss:0.0011256, Val MRR:0.32196, yago11k +2023-05-09 07:45:39,671 - [INFO] - [E:247| 200]: Train Loss:0.0011271, Val MRR:0.32196, yago11k +2023-05-09 07:47:14,784 - [INFO] - [E:247| 300]: Train Loss:0.0011265, Val MRR:0.32196, yago11k +2023-05-09 07:48:58,280 - [INFO] - [E:247| 400]: Train Loss:0.001126, Val MRR:0.32196, yago11k +2023-05-09 07:50:41,871 - [INFO] - [E:247| 500]: Train Loss:0.0011265, Val MRR:0.32196, yago11k +2023-05-09 07:52:24,909 - [INFO] - [E:247| 600]: Train Loss:0.001126, Val MRR:0.32196, yago11k +2023-05-09 07:52:24,910 - [INFO] - [Epoch:247]: Training Loss:0.001126 + +2023-05-09 07:52:25,303 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 07:52:45,974 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 07:53:07,160 - [INFO] - [Evaluating Epoch 247 valid]: + MRR: Tail : 0.41402, Head : 0.23219, Avg : 0.3231 + +2023-05-09 07:53:08,111 - [INFO] - [Epoch 247]: Training Loss: 0.001126, Valid MRR: 0.3231, + + + +2023-05-09 07:53:09,309 - [INFO] - [E:248| 0]: Train Loss:0.0011221, Val MRR:0.3231, yago11k +2023-05-09 07:54:52,578 - [INFO] - [E:248| 100]: Train Loss:0.0011248, Val MRR:0.3231, yago11k +2023-05-09 07:56:25,486 - [INFO] - [E:248| 200]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 07:58:08,194 - [INFO] - [E:248| 300]: Train Loss:0.0011256, Val MRR:0.3231, yago11k +2023-05-09 07:59:51,080 - [INFO] - [E:248| 400]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:01:34,136 - [INFO] - [E:248| 500]: Train Loss:0.0011259, Val MRR:0.3231, yago11k +2023-05-09 08:03:16,238 - [INFO] - [E:248| 600]: Train Loss:0.0011259, Val MRR:0.3231, yago11k +2023-05-09 08:03:16,238 - [INFO] - [Epoch:248]: Training Loss:0.001126 + +2023-05-09 08:03:16,586 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:03:37,201 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:03:49,222 - [INFO] - [Evaluating Epoch 248 valid]: + MRR: Tail : 0.41074, Head : 0.23161, Avg : 0.32117 + +2023-05-09 08:03:49,222 - [INFO] - [Epoch 248]: Training Loss: 0.0011259, Valid MRR: 0.3231, + + + +2023-05-09 08:03:49,868 - [INFO] - [E:249| 0]: Train Loss:0.0011248, Val MRR:0.3231, yago11k +2023-05-09 08:05:31,022 - [INFO] - [E:249| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k +2023-05-09 08:07:14,280 - [INFO] - [E:249| 200]: Train Loss:0.0011243, Val MRR:0.3231, yago11k +2023-05-09 08:08:57,220 - [INFO] - [E:249| 300]: Train Loss:0.0011247, Val MRR:0.3231, yago11k +2023-05-09 08:10:40,235 - [INFO] - [E:249| 400]: Train Loss:0.0011251, Val MRR:0.3231, yago11k +2023-05-09 08:12:21,137 - [INFO] - [E:249| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:13:54,870 - [INFO] - [E:249| 600]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:13:54,870 - [INFO] - [Epoch:249]: Training Loss:0.001125 + +2023-05-09 08:13:55,200 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:14:16,377 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:14:37,173 - [INFO] - [Evaluating Epoch 249 valid]: + MRR: Tail : 0.41096, Head : 0.2314, Avg : 0.32118 + MR: Tail : 578.1, Head : 944.77, Avg : 761.43 + Hit-1: Tail : 0.32662, Head : 0.1895, Avg : 0.25806 + Hit-3: Tail : 0.44804, Head : 0.22715, Avg : 0.33759 + Hit-10: Tail : 0.57016, Head : 0.31384, Avg : 0.442 +2023-05-09 08:14:37,173 - [INFO] - [Epoch 249]: Training Loss: 0.0011255, Valid MRR: 0.3231, + + + +2023-05-09 08:14:38,374 - [INFO] - [E:250| 0]: Train Loss:0.001118, Val MRR:0.3231, yago11k +2023-05-09 08:16:20,938 - [INFO] - [E:250| 100]: Train Loss:0.001124, Val MRR:0.3231, yago11k +2023-05-09 08:18:03,863 - [INFO] - [E:250| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k +2023-05-09 08:19:46,427 - [INFO] - [E:250| 300]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 08:21:19,048 - [INFO] - [E:250| 400]: Train Loss:0.0011261, Val MRR:0.3231, yago11k +2023-05-09 08:23:01,768 - [INFO] - [E:250| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:24:44,229 - [INFO] - [E:250| 600]: Train Loss:0.0011258, Val MRR:0.3231, yago11k +2023-05-09 08:24:44,229 - [INFO] - [Epoch:250]: Training Loss:0.001126 + +2023-05-09 08:24:44,727 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:25:05,375 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:25:26,713 - [INFO] - [Evaluating Epoch 250 valid]: + MRR: Tail : 0.40978, Head : 0.23132, Avg : 0.32055 + +2023-05-09 08:25:26,713 - [INFO] - [Epoch 250]: Training Loss: 0.0011258, Valid MRR: 0.3231, + + + +2023-05-09 08:25:27,905 - [INFO] - [E:251| 0]: Train Loss:0.0011287, Val MRR:0.3231, yago11k +2023-05-09 08:27:11,415 - [INFO] - [E:251| 100]: Train Loss:0.0011258, Val MRR:0.3231, yago11k +2023-05-09 08:28:54,372 - [INFO] - [E:251| 200]: Train Loss:0.0011254, Val MRR:0.3231, yago11k +2023-05-09 08:30:27,574 - [INFO] - [E:251| 300]: Train Loss:0.001125, Val MRR:0.3231, yago11k +2023-05-09 08:32:10,738 - [INFO] - [E:251| 400]: Train Loss:0.0011258, Val MRR:0.3231, yago11k +2023-05-09 08:33:54,188 - [INFO] - [E:251| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k +2023-05-09 08:35:38,192 - [INFO] - [E:251| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k +2023-05-09 08:35:38,192 - [INFO] - [Epoch:251]: Training Loss:0.001125 + +2023-05-09 08:35:38,583 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:35:59,286 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:36:20,422 - [INFO] - [Evaluating Epoch 251 valid]: + MRR: Tail : 0.41221, Head : 0.23198, Avg : 0.32209 + +2023-05-09 08:36:20,422 - [INFO] - [Epoch 251]: Training Loss: 0.0011252, Valid MRR: 0.3231, + + + +2023-05-09 08:36:21,520 - [INFO] - [E:252| 0]: Train Loss:0.00112, Val MRR:0.3231, yago11k +2023-05-09 08:38:04,843 - [INFO] - [E:252| 100]: Train Loss:0.0011252, Val MRR:0.3231, yago11k +2023-05-09 08:39:37,289 - [INFO] - [E:252| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k +2023-05-09 08:41:20,452 - [INFO] - [E:252| 300]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 08:43:03,699 - [INFO] - [E:252| 400]: Train Loss:0.0011248, Val MRR:0.3231, yago11k +2023-05-09 08:44:47,056 - [INFO] - [E:252| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k +2023-05-09 08:46:29,616 - [INFO] - [E:252| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k +2023-05-09 08:46:29,617 - [INFO] - [Epoch:252]: Training Loss:0.001125 + +2023-05-09 08:46:30,116 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:46:51,029 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:47:12,551 - [INFO] - [Evaluating Epoch 252 valid]: + MRR: Tail : 0.40348, Head : 0.23151, Avg : 0.3175 + +2023-05-09 08:47:12,552 - [INFO] - [Epoch 252]: Training Loss: 0.0011252, Valid MRR: 0.3231, + + + +2023-05-09 08:47:13,409 - [INFO] - [E:253| 0]: Train Loss:0.0011417, Val MRR:0.3231, yago11k +2023-05-09 08:48:46,684 - [INFO] - [E:253| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k +2023-05-09 08:50:29,679 - [INFO] - [E:253| 200]: Train Loss:0.0011231, Val MRR:0.3231, yago11k +2023-05-09 08:52:13,012 - [INFO] - [E:253| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k +2023-05-09 08:53:56,347 - [INFO] - [E:253| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 08:55:38,242 - [INFO] - [E:253| 500]: Train Loss:0.0011251, Val MRR:0.3231, yago11k +2023-05-09 08:57:09,440 - [INFO] - [E:253| 600]: Train Loss:0.0011251, Val MRR:0.3231, yago11k +2023-05-09 08:57:09,441 - [INFO] - [Epoch:253]: Training Loss:0.001125 + +2023-05-09 08:57:09,881 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 08:57:30,763 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 08:57:52,332 - [INFO] - [Evaluating Epoch 253 valid]: + MRR: Tail : 0.4074, Head : 0.22981, Avg : 0.3186 + +2023-05-09 08:57:52,333 - [INFO] - [Epoch 253]: Training Loss: 0.0011251, Valid MRR: 0.3231, + + + +2023-05-09 08:57:53,450 - [INFO] - [E:254| 0]: Train Loss:0.0011052, Val MRR:0.3231, yago11k +2023-05-09 08:59:37,811 - [INFO] - [E:254| 100]: Train Loss:0.0011206, Val MRR:0.3231, yago11k +2023-05-09 09:01:21,892 - [INFO] - [E:254| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k +2023-05-09 09:03:05,778 - [INFO] - [E:254| 300]: Train Loss:0.0011235, Val MRR:0.3231, yago11k +2023-05-09 09:04:40,663 - [INFO] - [E:254| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k +2023-05-09 09:06:23,249 - [INFO] - [E:254| 500]: Train Loss:0.0011239, Val MRR:0.3231, yago11k +2023-05-09 09:08:05,730 - [INFO] - [E:254| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k +2023-05-09 09:08:05,730 - [INFO] - [Epoch:254]: Training Loss:0.001124 + +2023-05-09 09:08:06,058 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:08:27,519 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:08:48,353 - [INFO] - [Evaluating Epoch 254 valid]: + MRR: Tail : 0.40697, Head : 0.23064, Avg : 0.3188 + +2023-05-09 09:08:48,353 - [INFO] - [Epoch 254]: Training Loss: 0.0011244, Valid MRR: 0.3231, + + + +2023-05-09 09:08:49,428 - [INFO] - [E:255| 0]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:10:33,026 - [INFO] - [E:255| 100]: Train Loss:0.0011237, Val MRR:0.3231, yago11k +2023-05-09 09:12:16,572 - [INFO] - [E:255| 200]: Train Loss:0.0011235, Val MRR:0.3231, yago11k +2023-05-09 09:13:50,313 - [INFO] - [E:255| 300]: Train Loss:0.0011239, Val MRR:0.3231, yago11k +2023-05-09 09:15:34,105 - [INFO] - [E:255| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k +2023-05-09 09:17:17,847 - [INFO] - [E:255| 500]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:19:01,138 - [INFO] - [E:255| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 09:19:01,139 - [INFO] - [Epoch:255]: Training Loss:0.001125 + +2023-05-09 09:19:01,485 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:19:22,732 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:19:43,945 - [INFO] - [Evaluating Epoch 255 valid]: + MRR: Tail : 0.40598, Head : 0.2315, Avg : 0.31874 + +2023-05-09 09:19:43,945 - [INFO] - [Epoch 255]: Training Loss: 0.0011246, Valid MRR: 0.3231, + + + +2023-05-09 09:19:45,107 - [INFO] - [E:256| 0]: Train Loss:0.0011144, Val MRR:0.3231, yago11k +2023-05-09 09:21:29,207 - [INFO] - [E:256| 100]: Train Loss:0.0011232, Val MRR:0.3231, yago11k +2023-05-09 09:23:05,021 - [INFO] - [E:256| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k +2023-05-09 09:24:47,575 - [INFO] - [E:256| 300]: Train Loss:0.0011238, Val MRR:0.3231, yago11k +2023-05-09 09:26:30,518 - [INFO] - [E:256| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 09:28:13,637 - [INFO] - [E:256| 500]: Train Loss:0.0011244, Val MRR:0.3231, yago11k +2023-05-09 09:29:55,794 - [INFO] - [E:256| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 09:29:55,794 - [INFO] - [Epoch:256]: Training Loss:0.001125 + +2023-05-09 09:29:56,298 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:30:17,279 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:30:37,675 - [INFO] - [Evaluating Epoch 256 valid]: + MRR: Tail : 0.41256, Head : 0.23154, Avg : 0.32205 + +2023-05-09 09:30:37,676 - [INFO] - [Epoch 256]: Training Loss: 0.0011246, Valid MRR: 0.3231, + + + +2023-05-09 09:30:38,320 - [INFO] - [E:257| 0]: Train Loss:0.0011612, Val MRR:0.3231, yago11k +2023-05-09 09:32:12,555 - [INFO] - [E:257| 100]: Train Loss:0.0011222, Val MRR:0.3231, yago11k +2023-05-09 09:33:56,559 - [INFO] - [E:257| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:35:40,426 - [INFO] - [E:257| 300]: Train Loss:0.0011244, Val MRR:0.3231, yago11k +2023-05-09 09:37:24,496 - [INFO] - [E:257| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k +2023-05-09 09:39:08,120 - [INFO] - [E:257| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k +2023-05-09 09:40:40,922 - [INFO] - [E:257| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k +2023-05-09 09:40:40,923 - [INFO] - [Epoch:257]: Training Loss:0.001124 + +2023-05-09 09:40:41,184 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:41:01,909 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:41:23,025 - [INFO] - [Evaluating Epoch 257 valid]: + MRR: Tail : 0.41039, Head : 0.23409, Avg : 0.32224 + +2023-05-09 09:41:23,025 - [INFO] - [Epoch 257]: Training Loss: 0.0011244, Valid MRR: 0.3231, + + + +2023-05-09 09:41:24,134 - [INFO] - [E:258| 0]: Train Loss:0.0011186, Val MRR:0.3231, yago11k +2023-05-09 09:43:07,372 - [INFO] - [E:258| 100]: Train Loss:0.0011227, Val MRR:0.3231, yago11k +2023-05-09 09:44:50,520 - [INFO] - [E:258| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:46:33,874 - [INFO] - [E:258| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k +2023-05-09 09:48:12,092 - [INFO] - [E:258| 400]: Train Loss:0.0011241, Val MRR:0.3231, yago11k +2023-05-09 09:49:50,636 - [INFO] - [E:258| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k +2023-05-09 09:51:33,501 - [INFO] - [E:258| 600]: Train Loss:0.0011242, Val MRR:0.3231, yago11k +2023-05-09 09:51:33,502 - [INFO] - [Epoch:258]: Training Loss:0.001124 + +2023-05-09 09:51:33,828 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 09:51:54,586 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 09:52:16,009 - [INFO] - [Evaluating Epoch 258 valid]: + MRR: Tail : 0.41, Head : 0.23324, Avg : 0.32162 + +2023-05-09 09:52:16,009 - [INFO] - [Epoch 258]: Training Loss: 0.0011242, Valid MRR: 0.3231, + + + +2023-05-09 09:52:16,841 - [INFO] - [E:259| 0]: Train Loss:0.0011118, Val MRR:0.3231, yago11k +2023-05-09 09:54:00,171 - [INFO] - [E:259| 100]: Train Loss:0.0011226, Val MRR:0.3231, yago11k +2023-05-09 09:55:43,175 - [INFO] - [E:259| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k +2023-05-09 09:57:15,856 - [INFO] - [E:259| 300]: Train Loss:0.0011233, Val MRR:0.3231, yago11k +2023-05-09 09:58:58,812 - [INFO] - [E:259| 400]: Train Loss:0.0011239, Val MRR:0.3231, yago11k +2023-05-09 10:00:41,609 - [INFO] - [E:259| 500]: Train Loss:0.0011237, Val MRR:0.3231, yago11k +2023-05-09 10:02:24,006 - [INFO] - [E:259| 600]: Train Loss:0.0011241, Val MRR:0.3231, yago11k +2023-05-09 10:02:24,006 - [INFO] - [Epoch:259]: Training Loss:0.001124 + +2023-05-09 10:02:24,269 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:02:45,287 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:03:06,376 - [INFO] - [Evaluating Epoch 259 valid]: + MRR: Tail : 0.4129, Head : 0.231, Avg : 0.32195 + MR: Tail : 571.54, Head : 951.16, Avg : 761.35 + Hit-1: Tail : 0.3337, Head : 0.18894, Avg : 0.26132 + Hit-3: Tail : 0.44401, Head : 0.2277, Avg : 0.33586 + Hit-10: Tail : 0.56946, Head : 0.31273, Avg : 0.44109 +2023-05-09 10:03:06,376 - [INFO] - [Epoch 259]: Training Loss: 0.0011241, Valid MRR: 0.3231, + + + +2023-05-09 10:03:07,657 - [INFO] - [E:260| 0]: Train Loss:0.0011718, Val MRR:0.3231, yago11k +2023-05-09 10:04:50,486 - [INFO] - [E:260| 100]: Train Loss:0.0011231, Val MRR:0.3231, yago11k +2023-05-09 10:06:23,290 - [INFO] - [E:260| 200]: Train Loss:0.0011226, Val MRR:0.3231, yago11k +2023-05-09 10:08:06,768 - [INFO] - [E:260| 300]: Train Loss:0.0011234, Val MRR:0.3231, yago11k +2023-05-09 10:09:50,414 - [INFO] - [E:260| 400]: Train Loss:0.0011235, Val MRR:0.3231, yago11k +2023-05-09 10:11:36,033 - [INFO] - [E:260| 500]: Train Loss:0.0011231, Val MRR:0.3231, yago11k +2023-05-09 10:13:18,484 - [INFO] - [E:260| 600]: Train Loss:0.0011235, Val MRR:0.3231, yago11k +2023-05-09 10:13:18,485 - [INFO] - [Epoch:260]: Training Loss:0.001124 + +2023-05-09 10:13:18,755 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:13:39,740 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:14:00,926 - [INFO] - [Evaluating Epoch 260 valid]: + MRR: Tail : 0.41379, Head : 0.23352, Avg : 0.32365 + +2023-05-09 10:14:01,823 - [INFO] - [Epoch 260]: Training Loss: 0.0011235, Valid MRR: 0.32365, + + + +2023-05-09 10:14:03,244 - [INFO] - [E:261| 0]: Train Loss:0.001127, Val MRR:0.32365, yago11k +2023-05-09 10:15:36,295 - [INFO] - [E:261| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k +2023-05-09 10:17:19,527 - [INFO] - [E:261| 200]: Train Loss:0.0011213, Val MRR:0.32365, yago11k +2023-05-09 10:19:03,044 - [INFO] - [E:261| 300]: Train Loss:0.0011218, Val MRR:0.32365, yago11k +2023-05-09 10:20:46,137 - [INFO] - [E:261| 400]: Train Loss:0.0011227, Val MRR:0.32365, yago11k +2023-05-09 10:22:29,529 - [INFO] - [E:261| 500]: Train Loss:0.0011233, Val MRR:0.32365, yago11k +2023-05-09 10:24:02,318 - [INFO] - [E:261| 600]: Train Loss:0.0011236, Val MRR:0.32365, yago11k +2023-05-09 10:24:02,319 - [INFO] - [Epoch:261]: Training Loss:0.001124 + +2023-05-09 10:24:02,581 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:24:23,590 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:24:44,292 - [INFO] - [Evaluating Epoch 261 valid]: + MRR: Tail : 0.40995, Head : 0.23547, Avg : 0.32271 + +2023-05-09 10:24:44,292 - [INFO] - [Epoch 261]: Training Loss: 0.0011236, Valid MRR: 0.32365, + + + +2023-05-09 10:24:45,464 - [INFO] - [E:262| 0]: Train Loss:0.0011071, Val MRR:0.32365, yago11k +2023-05-09 10:26:27,392 - [INFO] - [E:262| 100]: Train Loss:0.0011221, Val MRR:0.32365, yago11k +2023-05-09 10:28:08,972 - [INFO] - [E:262| 200]: Train Loss:0.0011225, Val MRR:0.32365, yago11k +2023-05-09 10:29:51,827 - [INFO] - [E:262| 300]: Train Loss:0.0011229, Val MRR:0.32365, yago11k +2023-05-09 10:31:28,624 - [INFO] - [E:262| 400]: Train Loss:0.0011232, Val MRR:0.32365, yago11k +2023-05-09 10:33:08,981 - [INFO] - [E:262| 500]: Train Loss:0.0011231, Val MRR:0.32365, yago11k +2023-05-09 10:34:52,361 - [INFO] - [E:262| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k +2023-05-09 10:34:52,362 - [INFO] - [Epoch:262]: Training Loss:0.001123 + +2023-05-09 10:34:52,730 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:35:13,599 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:35:34,721 - [INFO] - [Evaluating Epoch 262 valid]: + MRR: Tail : 0.40776, Head : 0.23273, Avg : 0.32025 + +2023-05-09 10:35:34,721 - [INFO] - [Epoch 262]: Training Loss: 0.0011233, Valid MRR: 0.32365, + + + +2023-05-09 10:35:35,817 - [INFO] - [E:263| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k +2023-05-09 10:37:19,765 - [INFO] - [E:263| 100]: Train Loss:0.0011202, Val MRR:0.32365, yago11k +2023-05-09 10:39:03,296 - [INFO] - [E:263| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 10:40:36,683 - [INFO] - [E:263| 300]: Train Loss:0.001122, Val MRR:0.32365, yago11k +2023-05-09 10:42:19,900 - [INFO] - [E:263| 400]: Train Loss:0.0011224, Val MRR:0.32365, yago11k +2023-05-09 10:44:02,640 - [INFO] - [E:263| 500]: Train Loss:0.0011228, Val MRR:0.32365, yago11k +2023-05-09 10:45:44,728 - [INFO] - [E:263| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k +2023-05-09 10:45:44,728 - [INFO] - [Epoch:263]: Training Loss:0.001123 + +2023-05-09 10:45:45,033 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:46:05,604 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:46:26,710 - [INFO] - [Evaluating Epoch 263 valid]: + MRR: Tail : 0.40593, Head : 0.23508, Avg : 0.3205 + +2023-05-09 10:46:26,710 - [INFO] - [Epoch 263]: Training Loss: 0.0011233, Valid MRR: 0.32365, + + + +2023-05-09 10:46:27,832 - [INFO] - [E:264| 0]: Train Loss:0.0010945, Val MRR:0.32365, yago11k +2023-05-09 10:48:11,250 - [INFO] - [E:264| 100]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 10:49:44,111 - [INFO] - [E:264| 200]: Train Loss:0.0011218, Val MRR:0.32365, yago11k +2023-05-09 10:51:26,878 - [INFO] - [E:264| 300]: Train Loss:0.0011224, Val MRR:0.32365, yago11k +2023-05-09 10:53:09,841 - [INFO] - [E:264| 400]: Train Loss:0.0011231, Val MRR:0.32365, yago11k +2023-05-09 10:54:54,016 - [INFO] - [E:264| 500]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 10:56:37,605 - [INFO] - [E:264| 600]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 10:56:37,606 - [INFO] - [Epoch:264]: Training Loss:0.001123 + +2023-05-09 10:56:37,867 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 10:56:58,778 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 10:57:19,841 - [INFO] - [Evaluating Epoch 264 valid]: + MRR: Tail : 0.40901, Head : 0.23282, Avg : 0.32092 + +2023-05-09 10:57:19,841 - [INFO] - [Epoch 264]: Training Loss: 0.001123, Valid MRR: 0.32365, + + + +2023-05-09 10:57:21,036 - [INFO] - [E:265| 0]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 10:58:55,879 - [INFO] - [E:265| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k +2023-05-09 11:00:38,460 - [INFO] - [E:265| 200]: Train Loss:0.0011232, Val MRR:0.32365, yago11k +2023-05-09 11:02:21,564 - [INFO] - [E:265| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 11:04:04,676 - [INFO] - [E:265| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k +2023-05-09 11:05:47,747 - [INFO] - [E:265| 500]: Train Loss:0.0011232, Val MRR:0.32365, yago11k +2023-05-09 11:07:19,817 - [INFO] - [E:265| 600]: Train Loss:0.0011229, Val MRR:0.32365, yago11k +2023-05-09 11:07:19,817 - [INFO] - [Epoch:265]: Training Loss:0.001123 + +2023-05-09 11:07:20,323 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:07:41,255 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:08:02,698 - [INFO] - [Evaluating Epoch 265 valid]: + MRR: Tail : 0.41063, Head : 0.23158, Avg : 0.32111 + +2023-05-09 11:08:02,698 - [INFO] - [Epoch 265]: Training Loss: 0.0011229, Valid MRR: 0.32365, + + + +2023-05-09 11:08:03,552 - [INFO] - [E:266| 0]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 11:09:46,561 - [INFO] - [E:266| 100]: Train Loss:0.0011204, Val MRR:0.32365, yago11k +2023-05-09 11:11:30,321 - [INFO] - [E:266| 200]: Train Loss:0.0011224, Val MRR:0.32365, yago11k +2023-05-09 11:13:14,304 - [INFO] - [E:266| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 11:14:54,080 - [INFO] - [E:266| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k +2023-05-09 11:16:31,040 - [INFO] - [E:266| 500]: Train Loss:0.0011223, Val MRR:0.32365, yago11k +2023-05-09 11:18:13,277 - [INFO] - [E:266| 600]: Train Loss:0.0011225, Val MRR:0.32365, yago11k +2023-05-09 11:18:13,278 - [INFO] - [Epoch:266]: Training Loss:0.001123 + +2023-05-09 11:18:13,654 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:18:34,476 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:18:56,107 - [INFO] - [Evaluating Epoch 266 valid]: + MRR: Tail : 0.40551, Head : 0.23098, Avg : 0.31825 + +2023-05-09 11:18:56,107 - [INFO] - [Epoch 266]: Training Loss: 0.0011225, Valid MRR: 0.32365, + + + +2023-05-09 11:18:56,963 - [INFO] - [E:267| 0]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 11:20:39,738 - [INFO] - [E:267| 100]: Train Loss:0.0011228, Val MRR:0.32365, yago11k +2023-05-09 11:22:22,739 - [INFO] - [E:267| 200]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 11:23:55,673 - [INFO] - [E:267| 300]: Train Loss:0.0011216, Val MRR:0.32365, yago11k +2023-05-09 11:25:38,301 - [INFO] - [E:267| 400]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 11:27:22,193 - [INFO] - [E:267| 500]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 11:29:04,719 - [INFO] - [E:267| 600]: Train Loss:0.0011221, Val MRR:0.32365, yago11k +2023-05-09 11:29:04,719 - [INFO] - [Epoch:267]: Training Loss:0.001122 + +2023-05-09 11:29:05,117 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:29:26,256 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:29:47,697 - [INFO] - [Evaluating Epoch 267 valid]: + MRR: Tail : 0.40734, Head : 0.23316, Avg : 0.32025 + +2023-05-09 11:29:47,698 - [INFO] - [Epoch 267]: Training Loss: 0.0011221, Valid MRR: 0.32365, + + + +2023-05-09 11:29:48,539 - [INFO] - [E:268| 0]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 11:31:31,871 - [INFO] - [E:268| 100]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 11:33:04,341 - [INFO] - [E:268| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 11:34:47,089 - [INFO] - [E:268| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 11:36:29,606 - [INFO] - [E:268| 400]: Train Loss:0.0011213, Val MRR:0.32365, yago11k +2023-05-09 11:38:12,476 - [INFO] - [E:268| 500]: Train Loss:0.0011215, Val MRR:0.32365, yago11k +2023-05-09 11:39:54,985 - [INFO] - [E:268| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 11:39:54,985 - [INFO] - [Epoch:268]: Training Loss:0.001122 + +2023-05-09 11:39:55,478 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:40:15,974 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:40:37,270 - [INFO] - [Evaluating Epoch 268 valid]: + MRR: Tail : 0.40327, Head : 0.23219, Avg : 0.31773 + +2023-05-09 11:40:37,270 - [INFO] - [Epoch 268]: Training Loss: 0.0011219, Valid MRR: 0.32365, + + + +2023-05-09 11:40:38,198 - [INFO] - [E:269| 0]: Train Loss:0.0011067, Val MRR:0.32365, yago11k +2023-05-09 11:42:10,739 - [INFO] - [E:269| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 11:43:53,779 - [INFO] - [E:269| 200]: Train Loss:0.0011201, Val MRR:0.32365, yago11k +2023-05-09 11:45:37,045 - [INFO] - [E:269| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 11:47:22,204 - [INFO] - [E:269| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 11:49:05,007 - [INFO] - [E:269| 500]: Train Loss:0.0011214, Val MRR:0.32365, yago11k +2023-05-09 11:50:37,227 - [INFO] - [E:269| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k +2023-05-09 11:50:37,227 - [INFO] - [Epoch:269]: Training Loss:0.001122 + +2023-05-09 11:50:37,623 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 11:50:58,830 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 11:51:19,872 - [INFO] - [Evaluating Epoch 269 valid]: + MRR: Tail : 0.40656, Head : 0.23263, Avg : 0.31959 + MR: Tail : 619.65, Head : 960.63, Avg : 790.14 + Hit-1: Tail : 0.32551, Head : 0.19172, Avg : 0.25861 + Hit-3: Tail : 0.43915, Head : 0.22909, Avg : 0.33412 + Hit-10: Tail : 0.57071, Head : 0.31662, Avg : 0.44366 +2023-05-09 11:51:19,872 - [INFO] - [Epoch 269]: Training Loss: 0.0011219, Valid MRR: 0.32365, + + + +2023-05-09 11:51:21,004 - [INFO] - [E:270| 0]: Train Loss:0.0011114, Val MRR:0.32365, yago11k +2023-05-09 11:53:04,243 - [INFO] - [E:270| 100]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 11:54:47,197 - [INFO] - [E:270| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k +2023-05-09 11:56:30,335 - [INFO] - [E:270| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 11:58:10,659 - [INFO] - [E:270| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 11:59:44,232 - [INFO] - [E:270| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k +2023-05-09 12:01:26,577 - [INFO] - [E:270| 600]: Train Loss:0.0011218, Val MRR:0.32365, yago11k +2023-05-09 12:01:26,577 - [INFO] - [Epoch:270]: Training Loss:0.001122 + +2023-05-09 12:01:27,061 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:01:47,601 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:02:08,861 - [INFO] - [Evaluating Epoch 270 valid]: + MRR: Tail : 0.40651, Head : 0.23192, Avg : 0.31921 + +2023-05-09 12:02:08,861 - [INFO] - [Epoch 270]: Training Loss: 0.0011218, Valid MRR: 0.32365, + + + +2023-05-09 12:02:10,037 - [INFO] - [E:271| 0]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 12:03:53,596 - [INFO] - [E:271| 100]: Train Loss:0.0011236, Val MRR:0.32365, yago11k +2023-05-09 12:05:37,238 - [INFO] - [E:271| 200]: Train Loss:0.001123, Val MRR:0.32365, yago11k +2023-05-09 12:07:10,954 - [INFO] - [E:271| 300]: Train Loss:0.0011221, Val MRR:0.32365, yago11k +2023-05-09 12:08:54,062 - [INFO] - [E:271| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 12:10:37,111 - [INFO] - [E:271| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k +2023-05-09 12:12:19,930 - [INFO] - [E:271| 600]: Train Loss:0.0011217, Val MRR:0.32365, yago11k +2023-05-09 12:12:19,930 - [INFO] - [Epoch:271]: Training Loss:0.001122 + +2023-05-09 12:12:20,276 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:12:41,483 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:13:02,363 - [INFO] - [Evaluating Epoch 271 valid]: + MRR: Tail : 0.4096, Head : 0.23059, Avg : 0.32009 + +2023-05-09 12:13:02,363 - [INFO] - [Epoch 271]: Training Loss: 0.0011217, Valid MRR: 0.32365, + + + +2023-05-09 12:13:03,602 - [INFO] - [E:272| 0]: Train Loss:0.001131, Val MRR:0.32365, yago11k +2023-05-09 12:14:46,807 - [INFO] - [E:272| 100]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 12:16:20,083 - [INFO] - [E:272| 200]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 12:18:04,034 - [INFO] - [E:272| 300]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 12:19:47,452 - [INFO] - [E:272| 400]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 12:21:30,676 - [INFO] - [E:272| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 12:23:12,937 - [INFO] - [E:272| 600]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 12:23:12,937 - [INFO] - [Epoch:272]: Training Loss:0.001121 + +2023-05-09 12:23:13,414 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:23:33,669 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:23:55,022 - [INFO] - [Evaluating Epoch 272 valid]: + MRR: Tail : 0.41193, Head : 0.23153, Avg : 0.32173 + +2023-05-09 12:23:55,022 - [INFO] - [Epoch 272]: Training Loss: 0.0011211, Valid MRR: 0.32365, + + + +2023-05-09 12:23:55,925 - [INFO] - [E:273| 0]: Train Loss:0.0011096, Val MRR:0.32365, yago11k +2023-05-09 12:25:28,803 - [INFO] - [E:273| 100]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 12:27:12,100 - [INFO] - [E:273| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 12:28:55,359 - [INFO] - [E:273| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 12:30:38,321 - [INFO] - [E:273| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 12:32:21,410 - [INFO] - [E:273| 500]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 12:33:53,528 - [INFO] - [E:273| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 12:33:53,528 - [INFO] - [Epoch:273]: Training Loss:0.001121 + +2023-05-09 12:33:53,807 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:34:14,825 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:34:36,161 - [INFO] - [Evaluating Epoch 273 valid]: + MRR: Tail : 0.40589, Head : 0.23102, Avg : 0.31846 + +2023-05-09 12:34:36,161 - [INFO] - [Epoch 273]: Training Loss: 0.0011212, Valid MRR: 0.32365, + + + +2023-05-09 12:34:37,196 - [INFO] - [E:274| 0]: Train Loss:0.0012068, Val MRR:0.32365, yago11k +2023-05-09 12:36:22,978 - [INFO] - [E:274| 100]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 12:38:06,604 - [INFO] - [E:274| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 12:39:50,509 - [INFO] - [E:274| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 12:41:34,378 - [INFO] - [E:274| 400]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 12:43:06,972 - [INFO] - [E:274| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 12:44:50,088 - [INFO] - [E:274| 600]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 12:44:50,088 - [INFO] - [Epoch:274]: Training Loss:0.001121 + +2023-05-09 12:44:50,469 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:45:11,440 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:45:32,581 - [INFO] - [Evaluating Epoch 274 valid]: + MRR: Tail : 0.40513, Head : 0.23149, Avg : 0.31831 + +2023-05-09 12:45:32,582 - [INFO] - [Epoch 274]: Training Loss: 0.0011209, Valid MRR: 0.32365, + + + +2023-05-09 12:45:33,745 - [INFO] - [E:275| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 12:47:16,445 - [INFO] - [E:275| 100]: Train Loss:0.0011199, Val MRR:0.32365, yago11k +2023-05-09 12:48:59,336 - [INFO] - [E:275| 200]: Train Loss:0.0011195, Val MRR:0.32365, yago11k +2023-05-09 12:50:33,760 - [INFO] - [E:275| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 12:52:15,619 - [INFO] - [E:275| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 12:53:58,953 - [INFO] - [E:275| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 12:55:41,828 - [INFO] - [E:275| 600]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 12:55:41,828 - [INFO] - [Epoch:275]: Training Loss:0.001121 + +2023-05-09 12:55:42,225 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 12:56:03,324 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 12:56:24,659 - [INFO] - [Evaluating Epoch 275 valid]: + MRR: Tail : 0.40892, Head : 0.23216, Avg : 0.32054 + +2023-05-09 12:56:24,659 - [INFO] - [Epoch 275]: Training Loss: 0.0011208, Valid MRR: 0.32365, + + + +2023-05-09 12:56:25,490 - [INFO] - [E:276| 0]: Train Loss:0.0011079, Val MRR:0.32365, yago11k +2023-05-09 12:58:09,241 - [INFO] - [E:276| 100]: Train Loss:0.0011213, Val MRR:0.32365, yago11k +2023-05-09 12:59:42,029 - [INFO] - [E:276| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 13:01:24,743 - [INFO] - [E:276| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 13:03:07,952 - [INFO] - [E:276| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 13:04:50,838 - [INFO] - [E:276| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 13:06:33,512 - [INFO] - [E:276| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 13:06:33,512 - [INFO] - [Epoch:276]: Training Loss:0.001121 + +2023-05-09 13:06:33,773 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:06:54,978 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:07:16,024 - [INFO] - [Evaluating Epoch 276 valid]: + MRR: Tail : 0.40725, Head : 0.23163, Avg : 0.31944 + +2023-05-09 13:07:16,024 - [INFO] - [Epoch 276]: Training Loss: 0.0011212, Valid MRR: 0.32365, + + + +2023-05-09 13:07:17,225 - [INFO] - [E:277| 0]: Train Loss:0.0011027, Val MRR:0.32365, yago11k +2023-05-09 13:08:50,012 - [INFO] - [E:277| 100]: Train Loss:0.0011235, Val MRR:0.32365, yago11k +2023-05-09 13:10:33,035 - [INFO] - [E:277| 200]: Train Loss:0.0011216, Val MRR:0.32365, yago11k +2023-05-09 13:12:16,311 - [INFO] - [E:277| 300]: Train Loss:0.0011213, Val MRR:0.32365, yago11k +2023-05-09 13:13:59,205 - [INFO] - [E:277| 400]: Train Loss:0.0011212, Val MRR:0.32365, yago11k +2023-05-09 13:15:42,071 - [INFO] - [E:277| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 13:17:14,713 - [INFO] - [E:277| 600]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 13:17:14,714 - [INFO] - [Epoch:277]: Training Loss:0.001121 + +2023-05-09 13:17:14,975 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:17:36,055 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:17:56,911 - [INFO] - [Evaluating Epoch 277 valid]: + MRR: Tail : 0.40937, Head : 0.23364, Avg : 0.3215 + +2023-05-09 13:17:56,911 - [INFO] - [Epoch 277]: Training Loss: 0.001121, Valid MRR: 0.32365, + + + +2023-05-09 13:17:57,992 - [INFO] - [E:278| 0]: Train Loss:0.0011253, Val MRR:0.32365, yago11k +2023-05-09 13:19:41,158 - [INFO] - [E:278| 100]: Train Loss:0.0011195, Val MRR:0.32365, yago11k +2023-05-09 13:21:24,526 - [INFO] - [E:278| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k +2023-05-09 13:23:10,140 - [INFO] - [E:278| 300]: Train Loss:0.0011194, Val MRR:0.32365, yago11k +2023-05-09 13:24:53,070 - [INFO] - [E:278| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 13:26:26,667 - [INFO] - [E:278| 500]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 13:28:08,208 - [INFO] - [E:278| 600]: Train Loss:0.0011203, Val MRR:0.32365, yago11k +2023-05-09 13:28:08,208 - [INFO] - [Epoch:278]: Training Loss:0.00112 + +2023-05-09 13:28:08,471 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:28:28,983 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:28:49,209 - [INFO] - [Evaluating Epoch 278 valid]: + MRR: Tail : 0.40757, Head : 0.23328, Avg : 0.32043 + +2023-05-09 13:28:49,209 - [INFO] - [Epoch 278]: Training Loss: 0.0011203, Valid MRR: 0.32365, + + + +2023-05-09 13:28:50,273 - [INFO] - [E:279| 0]: Train Loss:0.00111, Val MRR:0.32365, yago11k +2023-05-09 13:30:32,539 - [INFO] - [E:279| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 13:32:16,337 - [INFO] - [E:279| 200]: Train Loss:0.0011188, Val MRR:0.32365, yago11k +2023-05-09 13:33:49,137 - [INFO] - [E:279| 300]: Train Loss:0.0011202, Val MRR:0.32365, yago11k +2023-05-09 13:35:32,320 - [INFO] - [E:279| 400]: Train Loss:0.0011207, Val MRR:0.32365, yago11k +2023-05-09 13:37:15,770 - [INFO] - [E:279| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 13:38:58,026 - [INFO] - [E:279| 600]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 13:38:58,026 - [INFO] - [Epoch:279]: Training Loss:0.00112 + +2023-05-09 13:38:58,375 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:39:19,305 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:39:40,696 - [INFO] - [Evaluating Epoch 279 valid]: + MRR: Tail : 0.41166, Head : 0.23372, Avg : 0.32269 + MR: Tail : 567.44, Head : 944.83, Avg : 756.13 + Hit-1: Tail : 0.3262, Head : 0.19269, Avg : 0.25945 + Hit-3: Tail : 0.45068, Head : 0.23062, Avg : 0.34065 + Hit-10: Tail : 0.57752, Head : 0.31273, Avg : 0.44512 +2023-05-09 13:39:40,696 - [INFO] - [Epoch 279]: Training Loss: 0.0011205, Valid MRR: 0.32365, + + + +2023-05-09 13:39:41,801 - [INFO] - [E:280| 0]: Train Loss:0.0011239, Val MRR:0.32365, yago11k +2023-05-09 13:41:24,980 - [INFO] - [E:280| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 13:42:57,882 - [INFO] - [E:280| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k +2023-05-09 13:44:41,446 - [INFO] - [E:280| 300]: Train Loss:0.0011199, Val MRR:0.32365, yago11k +2023-05-09 13:46:24,106 - [INFO] - [E:280| 400]: Train Loss:0.0011201, Val MRR:0.32365, yago11k +2023-05-09 13:48:08,024 - [INFO] - [E:280| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 13:49:51,171 - [INFO] - [E:280| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 13:49:51,172 - [INFO] - [Epoch:280]: Training Loss:0.00112 + +2023-05-09 13:49:51,517 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 13:50:12,938 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 13:50:34,024 - [INFO] - [Evaluating Epoch 280 valid]: + MRR: Tail : 0.40967, Head : 0.23282, Avg : 0.32124 + +2023-05-09 13:50:34,024 - [INFO] - [Epoch 280]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-05-09 13:50:35,158 - [INFO] - [E:281| 0]: Train Loss:0.0011276, Val MRR:0.32365, yago11k +2023-05-09 13:52:08,131 - [INFO] - [E:281| 100]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 13:53:50,703 - [INFO] - [E:281| 200]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 13:55:33,586 - [INFO] - [E:281| 300]: Train Loss:0.0011193, Val MRR:0.32365, yago11k +2023-05-09 13:57:16,587 - [INFO] - [E:281| 400]: Train Loss:0.0011199, Val MRR:0.32365, yago11k +2023-05-09 13:58:59,929 - [INFO] - [E:281| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 14:00:32,798 - [INFO] - [E:281| 600]: Train Loss:0.0011201, Val MRR:0.32365, yago11k +2023-05-09 14:00:32,799 - [INFO] - [Epoch:281]: Training Loss:0.00112 + +2023-05-09 14:00:33,143 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:00:54,362 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:01:15,588 - [INFO] - [Evaluating Epoch 281 valid]: + MRR: Tail : 0.40517, Head : 0.23246, Avg : 0.31882 + +2023-05-09 14:01:15,588 - [INFO] - [Epoch 281]: Training Loss: 0.0011201, Valid MRR: 0.32365, + + + +2023-05-09 14:01:16,734 - [INFO] - [E:282| 0]: Train Loss:0.0011626, Val MRR:0.32365, yago11k +2023-05-09 14:02:59,875 - [INFO] - [E:282| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 14:04:44,321 - [INFO] - [E:282| 200]: Train Loss:0.0011177, Val MRR:0.32365, yago11k +2023-05-09 14:06:28,165 - [INFO] - [E:282| 300]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 14:08:11,917 - [INFO] - [E:282| 400]: Train Loss:0.0011191, Val MRR:0.32365, yago11k +2023-05-09 14:09:45,114 - [INFO] - [E:282| 500]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 14:11:29,553 - [INFO] - [E:282| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 14:11:29,553 - [INFO] - [Epoch:282]: Training Loss:0.00112 + +2023-05-09 14:11:30,055 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:11:50,757 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:12:12,287 - [INFO] - [Evaluating Epoch 282 valid]: + MRR: Tail : 0.40382, Head : 0.2326, Avg : 0.31821 + +2023-05-09 14:12:12,287 - [INFO] - [Epoch 282]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-05-09 14:12:13,143 - [INFO] - [E:283| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k +2023-05-09 14:13:56,644 - [INFO] - [E:283| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k +2023-05-09 14:15:40,203 - [INFO] - [E:283| 200]: Train Loss:0.0011207, Val MRR:0.32365, yago11k +2023-05-09 14:17:15,424 - [INFO] - [E:283| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 14:18:56,548 - [INFO] - [E:283| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 14:20:39,807 - [INFO] - [E:283| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 14:22:22,066 - [INFO] - [E:283| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k +2023-05-09 14:22:22,066 - [INFO] - [Epoch:283]: Training Loss:0.00112 + +2023-05-09 14:22:22,420 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:22:43,672 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:23:04,673 - [INFO] - [Evaluating Epoch 283 valid]: + MRR: Tail : 0.40663, Head : 0.2335, Avg : 0.32007 + +2023-05-09 14:23:04,673 - [INFO] - [Epoch 283]: Training Loss: 0.00112, Valid MRR: 0.32365, + + + +2023-05-09 14:23:05,877 - [INFO] - [E:284| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 14:24:49,153 - [INFO] - [E:284| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 14:26:21,846 - [INFO] - [E:284| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 14:28:04,907 - [INFO] - [E:284| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 14:29:48,143 - [INFO] - [E:284| 400]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 14:31:31,103 - [INFO] - [E:284| 500]: Train Loss:0.0011189, Val MRR:0.32365, yago11k +2023-05-09 14:33:13,682 - [INFO] - [E:284| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 14:33:13,683 - [INFO] - [Epoch:284]: Training Loss:0.001119 + +2023-05-09 14:33:14,029 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:33:35,344 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:33:56,351 - [INFO] - [Evaluating Epoch 284 valid]: + MRR: Tail : 0.41157, Head : 0.23216, Avg : 0.32187 + +2023-05-09 14:33:56,351 - [INFO] - [Epoch 284]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-05-09 14:33:57,551 - [INFO] - [E:285| 0]: Train Loss:0.0011226, Val MRR:0.32365, yago11k +2023-05-09 14:35:30,354 - [INFO] - [E:285| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k +2023-05-09 14:37:13,137 - [INFO] - [E:285| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k +2023-05-09 14:38:56,408 - [INFO] - [E:285| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 14:40:39,617 - [INFO] - [E:285| 400]: Train Loss:0.0011194, Val MRR:0.32365, yago11k +2023-05-09 14:42:22,938 - [INFO] - [E:285| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k +2023-05-09 14:43:55,229 - [INFO] - [E:285| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 14:43:55,229 - [INFO] - [Epoch:285]: Training Loss:0.001119 + +2023-05-09 14:43:55,573 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:44:16,844 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:44:38,011 - [INFO] - [Evaluating Epoch 285 valid]: + MRR: Tail : 0.40734, Head : 0.233, Avg : 0.32017 + +2023-05-09 14:44:38,012 - [INFO] - [Epoch 285]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-05-09 14:44:39,179 - [INFO] - [E:286| 0]: Train Loss:0.0011632, Val MRR:0.32365, yago11k +2023-05-09 14:46:22,872 - [INFO] - [E:286| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 14:48:06,969 - [INFO] - [E:286| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 14:49:50,739 - [INFO] - [E:286| 300]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 14:51:34,126 - [INFO] - [E:286| 400]: Train Loss:0.0011198, Val MRR:0.32365, yago11k +2023-05-09 14:53:07,010 - [INFO] - [E:286| 500]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 14:54:49,138 - [INFO] - [E:286| 600]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 14:54:49,138 - [INFO] - [Epoch:286]: Training Loss:0.00112 + +2023-05-09 14:54:49,656 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 14:55:10,256 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 14:55:31,595 - [INFO] - [Evaluating Epoch 286 valid]: + MRR: Tail : 0.41439, Head : 0.23161, Avg : 0.323 + +2023-05-09 14:55:31,596 - [INFO] - [Epoch 286]: Training Loss: 0.0011197, Valid MRR: 0.32365, + + + +2023-05-09 14:55:32,385 - [INFO] - [E:287| 0]: Train Loss:0.0011281, Val MRR:0.32365, yago11k +2023-05-09 14:57:14,952 - [INFO] - [E:287| 100]: Train Loss:0.0011181, Val MRR:0.32365, yago11k +2023-05-09 14:58:59,021 - [INFO] - [E:287| 200]: Train Loss:0.0011178, Val MRR:0.32365, yago11k +2023-05-09 15:00:31,875 - [INFO] - [E:287| 300]: Train Loss:0.0011179, Val MRR:0.32365, yago11k +2023-05-09 15:02:12,837 - [INFO] - [E:287| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:03:55,903 - [INFO] - [E:287| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k +2023-05-09 15:05:39,238 - [INFO] - [E:287| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 15:05:39,238 - [INFO] - [Epoch:287]: Training Loss:0.001119 + +2023-05-09 15:05:39,585 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:06:00,502 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:06:22,124 - [INFO] - [Evaluating Epoch 287 valid]: + MRR: Tail : 0.40807, Head : 0.23082, Avg : 0.31945 + +2023-05-09 15:06:22,125 - [INFO] - [Epoch 287]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-05-09 15:06:23,027 - [INFO] - [E:288| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 15:08:06,377 - [INFO] - [E:288| 100]: Train Loss:0.0011188, Val MRR:0.32365, yago11k +2023-05-09 15:09:39,847 - [INFO] - [E:288| 200]: Train Loss:0.0011209, Val MRR:0.32365, yago11k +2023-05-09 15:11:23,623 - [INFO] - [E:288| 300]: Train Loss:0.0011207, Val MRR:0.32365, yago11k +2023-05-09 15:13:07,410 - [INFO] - [E:288| 400]: Train Loss:0.0011202, Val MRR:0.32365, yago11k +2023-05-09 15:14:50,722 - [INFO] - [E:288| 500]: Train Loss:0.0011196, Val MRR:0.32365, yago11k +2023-05-09 15:16:33,263 - [INFO] - [E:288| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k +2023-05-09 15:16:33,263 - [INFO] - [Epoch:288]: Training Loss:0.001119 + +2023-05-09 15:16:33,613 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:16:54,807 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:17:15,823 - [INFO] - [Evaluating Epoch 288 valid]: + MRR: Tail : 0.40734, Head : 0.23155, Avg : 0.31945 + +2023-05-09 15:17:15,824 - [INFO] - [Epoch 288]: Training Loss: 0.0011192, Valid MRR: 0.32365, + + + +2023-05-09 15:17:17,022 - [INFO] - [E:289| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 15:18:50,206 - [INFO] - [E:289| 100]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 15:20:33,469 - [INFO] - [E:289| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k +2023-05-09 15:22:16,293 - [INFO] - [E:289| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 15:23:59,173 - [INFO] - [E:289| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k +2023-05-09 15:25:41,911 - [INFO] - [E:289| 500]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 15:27:14,275 - [INFO] - [E:289| 600]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 15:27:14,276 - [INFO] - [Epoch:289]: Training Loss:0.001119 + +2023-05-09 15:27:14,538 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:27:35,443 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:27:56,509 - [INFO] - [Evaluating Epoch 289 valid]: + MRR: Tail : 0.4093, Head : 0.23269, Avg : 0.321 + MR: Tail : 602.83, Head : 942.62, Avg : 772.73 + Hit-1: Tail : 0.32731, Head : 0.19061, Avg : 0.25896 + Hit-3: Tail : 0.44457, Head : 0.22992, Avg : 0.33725 + Hit-10: Tail : 0.57294, Head : 0.31467, Avg : 0.4438 +2023-05-09 15:27:56,510 - [INFO] - [Epoch 289]: Training Loss: 0.0011187, Valid MRR: 0.32365, + + + +2023-05-09 15:27:57,704 - [INFO] - [E:290| 0]: Train Loss:0.0011083, Val MRR:0.32365, yago11k +2023-05-09 15:29:41,362 - [INFO] - [E:290| 100]: Train Loss:0.0011179, Val MRR:0.32365, yago11k +2023-05-09 15:31:24,568 - [INFO] - [E:290| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 15:33:07,506 - [INFO] - [E:290| 300]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 15:34:50,429 - [INFO] - [E:290| 400]: Train Loss:0.0011189, Val MRR:0.32365, yago11k +2023-05-09 15:36:23,208 - [INFO] - [E:290| 500]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 15:38:05,515 - [INFO] - [E:290| 600]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:38:05,515 - [INFO] - [Epoch:290]: Training Loss:0.001118 + +2023-05-09 15:38:05,916 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:38:26,559 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:38:47,969 - [INFO] - [Evaluating Epoch 290 valid]: + MRR: Tail : 0.40525, Head : 0.23373, Avg : 0.31949 + +2023-05-09 15:38:47,969 - [INFO] - [Epoch 290]: Training Loss: 0.0011184, Valid MRR: 0.32365, + + + +2023-05-09 15:38:48,922 - [INFO] - [E:291| 0]: Train Loss:0.0011285, Val MRR:0.32365, yago11k +2023-05-09 15:40:31,702 - [INFO] - [E:291| 100]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 15:42:15,129 - [INFO] - [E:291| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:43:51,936 - [INFO] - [E:291| 300]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:45:31,814 - [INFO] - [E:291| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 15:47:17,320 - [INFO] - [E:291| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 15:48:59,883 - [INFO] - [E:291| 600]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 15:48:59,884 - [INFO] - [Epoch:291]: Training Loss:0.001119 + +2023-05-09 15:49:00,406 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 15:49:21,466 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 15:49:42,923 - [INFO] - [Evaluating Epoch 291 valid]: + MRR: Tail : 0.40707, Head : 0.23299, Avg : 0.32003 + +2023-05-09 15:49:42,924 - [INFO] - [Epoch 291]: Training Loss: 0.0011186, Valid MRR: 0.32365, + + + +2023-05-09 15:49:44,027 - [INFO] - [E:292| 0]: Train Loss:0.0011208, Val MRR:0.32365, yago11k +2023-05-09 15:51:27,936 - [INFO] - [E:292| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 15:53:00,035 - [INFO] - [E:292| 200]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 15:54:44,170 - [INFO] - [E:292| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 15:56:27,194 - [INFO] - [E:292| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 15:58:11,513 - [INFO] - [E:292| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k +2023-05-09 15:59:54,245 - [INFO] - [E:292| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 15:59:54,246 - [INFO] - [Epoch:292]: Training Loss:0.001118 + +2023-05-09 15:59:54,626 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:00:16,082 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:00:37,352 - [INFO] - [Evaluating Epoch 292 valid]: + MRR: Tail : 0.40597, Head : 0.23299, Avg : 0.31948 + +2023-05-09 16:00:37,352 - [INFO] - [Epoch 292]: Training Loss: 0.0011183, Valid MRR: 0.32365, + + + +2023-05-09 16:00:38,537 - [INFO] - [E:293| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 16:02:10,759 - [INFO] - [E:293| 100]: Train Loss:0.0011189, Val MRR:0.32365, yago11k +2023-05-09 16:03:53,960 - [INFO] - [E:293| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 16:05:38,410 - [INFO] - [E:293| 300]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 16:07:22,405 - [INFO] - [E:293| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 16:09:06,699 - [INFO] - [E:293| 500]: Train Loss:0.0011182, Val MRR:0.32365, yago11k +2023-05-09 16:10:38,095 - [INFO] - [E:293| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k +2023-05-09 16:10:38,095 - [INFO] - [Epoch:293]: Training Loss:0.001118 + +2023-05-09 16:10:38,561 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:10:59,893 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:11:21,151 - [INFO] - [Evaluating Epoch 293 valid]: + MRR: Tail : 0.40967, Head : 0.23281, Avg : 0.32124 + +2023-05-09 16:11:21,152 - [INFO] - [Epoch 293]: Training Loss: 0.0011183, Valid MRR: 0.32365, + + + +2023-05-09 16:11:22,124 - [INFO] - [E:294| 0]: Train Loss:0.0011206, Val MRR:0.32365, yago11k +2023-05-09 16:13:05,364 - [INFO] - [E:294| 100]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 16:14:48,896 - [INFO] - [E:294| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k +2023-05-09 16:16:31,855 - [INFO] - [E:294| 300]: Train Loss:0.0011178, Val MRR:0.32365, yago11k +2023-05-09 16:18:15,692 - [INFO] - [E:294| 400]: Train Loss:0.0011175, Val MRR:0.32365, yago11k +2023-05-09 16:19:47,995 - [INFO] - [E:294| 500]: Train Loss:0.0011176, Val MRR:0.32365, yago11k +2023-05-09 16:21:31,701 - [INFO] - [E:294| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 16:21:31,701 - [INFO] - [Epoch:294]: Training Loss:0.001118 + +2023-05-09 16:21:32,080 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:21:53,566 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:22:14,823 - [INFO] - [Evaluating Epoch 294 valid]: + MRR: Tail : 0.40794, Head : 0.23421, Avg : 0.32108 + +2023-05-09 16:22:14,823 - [INFO] - [Epoch 294]: Training Loss: 0.001118, Valid MRR: 0.32365, + + + +2023-05-09 16:22:16,001 - [INFO] - [E:295| 0]: Train Loss:0.0010951, Val MRR:0.32365, yago11k +2023-05-09 16:24:00,157 - [INFO] - [E:295| 100]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 16:25:44,700 - [INFO] - [E:295| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 16:27:24,355 - [INFO] - [E:295| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k +2023-05-09 16:29:02,004 - [INFO] - [E:295| 400]: Train Loss:0.0011169, Val MRR:0.32365, yago11k +2023-05-09 16:30:43,768 - [INFO] - [E:295| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 16:32:25,659 - [INFO] - [E:295| 600]: Train Loss:0.0011177, Val MRR:0.32365, yago11k +2023-05-09 16:32:25,660 - [INFO] - [Epoch:295]: Training Loss:0.001118 + +2023-05-09 16:32:26,059 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:32:47,556 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:33:08,731 - [INFO] - [Evaluating Epoch 295 valid]: + MRR: Tail : 0.41247, Head : 0.23445, Avg : 0.32346 + +2023-05-09 16:33:08,731 - [INFO] - [Epoch 295]: Training Loss: 0.0011177, Valid MRR: 0.32365, + + + +2023-05-09 16:33:09,837 - [INFO] - [E:296| 0]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 16:34:56,456 - [INFO] - [E:296| 100]: Train Loss:0.0011176, Val MRR:0.32365, yago11k +2023-05-09 16:36:28,968 - [INFO] - [E:296| 200]: Train Loss:0.0011168, Val MRR:0.32365, yago11k +2023-05-09 16:38:13,362 - [INFO] - [E:296| 300]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 16:39:56,883 - [INFO] - [E:296| 400]: Train Loss:0.0011176, Val MRR:0.32365, yago11k +2023-05-09 16:41:41,273 - [INFO] - [E:296| 500]: Train Loss:0.0011179, Val MRR:0.32365, yago11k +2023-05-09 16:43:24,519 - [INFO] - [E:296| 600]: Train Loss:0.0011176, Val MRR:0.32365, yago11k +2023-05-09 16:43:24,519 - [INFO] - [Epoch:296]: Training Loss:0.001118 + +2023-05-09 16:43:24,862 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:43:46,305 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:44:07,643 - [INFO] - [Evaluating Epoch 296 valid]: + MRR: Tail : 0.41036, Head : 0.2343, Avg : 0.32233 + +2023-05-09 16:44:07,643 - [INFO] - [Epoch 296]: Training Loss: 0.0011176, Valid MRR: 0.32365, + + + +2023-05-09 16:44:08,500 - [INFO] - [E:297| 0]: Train Loss:0.0011215, Val MRR:0.32365, yago11k +2023-05-09 16:45:41,176 - [INFO] - [E:297| 100]: Train Loss:0.001119, Val MRR:0.32365, yago11k +2023-05-09 16:47:25,570 - [INFO] - [E:297| 200]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 16:49:09,890 - [INFO] - [E:297| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 16:50:53,646 - [INFO] - [E:297| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k +2023-05-09 16:52:38,433 - [INFO] - [E:297| 500]: Train Loss:0.0011181, Val MRR:0.32365, yago11k +2023-05-09 16:54:09,876 - [INFO] - [E:297| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k +2023-05-09 16:54:09,876 - [INFO] - [Epoch:297]: Training Loss:0.001118 + +2023-05-09 16:54:10,140 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 16:54:31,888 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 16:54:52,566 - [INFO] - [Evaluating Epoch 297 valid]: + MRR: Tail : 0.40825, Head : 0.23418, Avg : 0.32121 + +2023-05-09 16:54:52,566 - [INFO] - [Epoch 297]: Training Loss: 0.001118, Valid MRR: 0.32365, + + + +2023-05-09 16:54:53,774 - [INFO] - [E:298| 0]: Train Loss:0.0010971, Val MRR:0.32365, yago11k +2023-05-09 16:56:37,607 - [INFO] - [E:298| 100]: Train Loss:0.0011164, Val MRR:0.32365, yago11k +2023-05-09 16:58:21,062 - [INFO] - [E:298| 200]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 17:00:04,276 - [INFO] - [E:298| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k +2023-05-09 17:01:48,062 - [INFO] - [E:298| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k +2023-05-09 17:03:20,630 - [INFO] - [E:298| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 17:05:04,021 - [INFO] - [E:298| 600]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 17:05:04,021 - [INFO] - [Epoch:298]: Training Loss:0.001117 + +2023-05-09 17:05:04,347 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:05:25,537 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:05:46,184 - [INFO] - [Evaluating Epoch 298 valid]: + MRR: Tail : 0.40893, Head : 0.23246, Avg : 0.3207 + +2023-05-09 17:05:46,184 - [INFO] - [Epoch 298]: Training Loss: 0.001117, Valid MRR: 0.32365, + + + +2023-05-09 17:05:47,243 - [INFO] - [E:299| 0]: Train Loss:0.0010968, Val MRR:0.32365, yago11k +2023-05-09 17:07:31,217 - [INFO] - [E:299| 100]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 17:09:15,027 - [INFO] - [E:299| 200]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 17:10:48,257 - [INFO] - [E:299| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 17:12:31,030 - [INFO] - [E:299| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k +2023-05-09 17:14:15,278 - [INFO] - [E:299| 500]: Train Loss:0.0011171, Val MRR:0.32365, yago11k +2023-05-09 17:15:58,916 - [INFO] - [E:299| 600]: Train Loss:0.0011174, Val MRR:0.32365, yago11k +2023-05-09 17:15:58,916 - [INFO] - [Epoch:299]: Training Loss:0.001117 + +2023-05-09 17:15:59,180 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:16:20,606 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:16:41,691 - [INFO] - [Evaluating Epoch 299 valid]: + MRR: Tail : 0.40906, Head : 0.23247, Avg : 0.32076 + MR: Tail : 594.74, Head : 969.11, Avg : 781.93 + Hit-1: Tail : 0.32495, Head : 0.1913, Avg : 0.25813 + Hit-3: Tail : 0.44651, Head : 0.22992, Avg : 0.33822 + Hit-10: Tail : 0.58099, Head : 0.31217, Avg : 0.44658 +2023-05-09 17:16:41,692 - [INFO] - [Epoch 299]: Training Loss: 0.0011174, Valid MRR: 0.32365, + + + +2023-05-09 17:16:42,961 - [INFO] - [E:300| 0]: Train Loss:0.001121, Val MRR:0.32365, yago11k +2023-05-09 17:18:27,437 - [INFO] - [E:300| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k +2023-05-09 17:20:01,152 - [INFO] - [E:300| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k +2023-05-09 17:21:45,873 - [INFO] - [E:300| 300]: Train Loss:0.0011175, Val MRR:0.32365, yago11k +2023-05-09 17:23:32,367 - [INFO] - [E:300| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k +2023-05-09 17:25:17,491 - [INFO] - [E:300| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 17:27:01,225 - [INFO] - [E:300| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k +2023-05-09 17:27:01,226 - [INFO] - [Epoch:300]: Training Loss:0.001117 + +2023-05-09 17:27:01,572 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:27:22,900 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:27:44,276 - [INFO] - [Evaluating Epoch 300 valid]: + MRR: Tail : 0.4078, Head : 0.23395, Avg : 0.32088 + +2023-05-09 17:27:44,276 - [INFO] - [Epoch 300]: Training Loss: 0.0011172, Valid MRR: 0.32365, + + + +2023-05-09 17:27:45,155 - [INFO] - [E:301| 0]: Train Loss:0.0010967, Val MRR:0.32365, yago11k +2023-05-09 17:29:17,391 - [INFO] - [E:301| 100]: Train Loss:0.0011148, Val MRR:0.32365, yago11k +2023-05-09 17:31:01,713 - [INFO] - [E:301| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 17:32:45,292 - [INFO] - [E:301| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 17:34:29,715 - [INFO] - [E:301| 400]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 17:36:14,237 - [INFO] - [E:301| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 17:37:45,906 - [INFO] - [E:301| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k +2023-05-09 17:37:45,907 - [INFO] - [Epoch:301]: Training Loss:0.001117 + +2023-05-09 17:37:46,425 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:38:07,579 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:38:28,785 - [INFO] - [Evaluating Epoch 301 valid]: + MRR: Tail : 0.40991, Head : 0.23299, Avg : 0.32145 + +2023-05-09 17:38:28,785 - [INFO] - [Epoch 301]: Training Loss: 0.0011169, Valid MRR: 0.32365, + + + +2023-05-09 17:38:29,962 - [INFO] - [E:302| 0]: Train Loss:0.0011186, Val MRR:0.32365, yago11k +2023-05-09 17:40:14,561 - [INFO] - [E:302| 100]: Train Loss:0.0011177, Val MRR:0.32365, yago11k +2023-05-09 17:41:58,896 - [INFO] - [E:302| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 17:43:43,185 - [INFO] - [E:302| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 17:45:26,196 - [INFO] - [E:302| 400]: Train Loss:0.0011172, Val MRR:0.32365, yago11k +2023-05-09 17:47:01,699 - [INFO] - [E:302| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k +2023-05-09 17:48:45,472 - [INFO] - [E:302| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k +2023-05-09 17:48:45,472 - [INFO] - [Epoch:302]: Training Loss:0.001117 + +2023-05-09 17:48:45,822 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 17:49:07,578 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 17:49:28,720 - [INFO] - [Evaluating Epoch 302 valid]: + MRR: Tail : 0.40947, Head : 0.23149, Avg : 0.32048 + +2023-05-09 17:49:28,720 - [INFO] - [Epoch 302]: Training Loss: 0.0011172, Valid MRR: 0.32365, + + + +2023-05-09 17:49:29,808 - [INFO] - [E:303| 0]: Train Loss:0.0011205, Val MRR:0.32365, yago11k +2023-05-09 17:51:14,266 - [INFO] - [E:303| 100]: Train Loss:0.0011172, Val MRR:0.32365, yago11k +2023-05-09 17:52:58,259 - [INFO] - [E:303| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 17:54:30,813 - [INFO] - [E:303| 300]: Train Loss:0.001117, Val MRR:0.32365, yago11k +2023-05-09 17:56:14,710 - [INFO] - [E:303| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k +2023-05-09 17:57:58,113 - [INFO] - [E:303| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k +2023-05-09 17:59:41,229 - [INFO] - [E:303| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k +2023-05-09 17:59:41,230 - [INFO] - [Epoch:303]: Training Loss:0.001117 + +2023-05-09 17:59:41,748 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:00:03,119 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:00:24,559 - [INFO] - [Evaluating Epoch 303 valid]: + MRR: Tail : 0.41116, Head : 0.23309, Avg : 0.32213 + +2023-05-09 18:00:24,559 - [INFO] - [Epoch 303]: Training Loss: 0.0011169, Valid MRR: 0.32365, + + + +2023-05-09 18:00:25,361 - [INFO] - [E:304| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k +2023-05-09 18:02:06,722 - [INFO] - [E:304| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k +2023-05-09 18:03:38,767 - [INFO] - [E:304| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k +2023-05-09 18:05:23,141 - [INFO] - [E:304| 300]: Train Loss:0.0011169, Val MRR:0.32365, yago11k +2023-05-09 18:07:07,205 - [INFO] - [E:304| 400]: Train Loss:0.0011164, Val MRR:0.32365, yago11k +2023-05-09 18:08:50,540 - [INFO] - [E:304| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 18:10:35,983 - [INFO] - [E:304| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k +2023-05-09 18:10:35,983 - [INFO] - [Epoch:304]: Training Loss:0.001116 + +2023-05-09 18:10:36,507 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:10:58,195 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:11:18,964 - [INFO] - [Evaluating Epoch 304 valid]: + MRR: Tail : 0.41044, Head : 0.23417, Avg : 0.32231 + +2023-05-09 18:11:18,964 - [INFO] - [Epoch 304]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-05-09 18:11:20,041 - [INFO] - [E:305| 0]: Train Loss:0.0010869, Val MRR:0.32365, yago11k +2023-05-09 18:12:52,424 - [INFO] - [E:305| 100]: Train Loss:0.0011127, Val MRR:0.32365, yago11k +2023-05-09 18:14:37,026 - [INFO] - [E:305| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 18:16:20,555 - [INFO] - [E:305| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 18:18:04,293 - [INFO] - [E:305| 400]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 18:19:48,805 - [INFO] - [E:305| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 18:21:20,258 - [INFO] - [E:305| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k +2023-05-09 18:21:20,258 - [INFO] - [Epoch:305]: Training Loss:0.001116 + +2023-05-09 18:21:20,521 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:21:42,094 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:22:03,165 - [INFO] - [Evaluating Epoch 305 valid]: + MRR: Tail : 0.41041, Head : 0.23359, Avg : 0.322 + +2023-05-09 18:22:03,165 - [INFO] - [Epoch 305]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-05-09 18:22:04,351 - [INFO] - [E:306| 0]: Train Loss:0.0011121, Val MRR:0.32365, yago11k +2023-05-09 18:23:47,593 - [INFO] - [E:306| 100]: Train Loss:0.0011155, Val MRR:0.32365, yago11k +2023-05-09 18:25:31,843 - [INFO] - [E:306| 200]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 18:27:15,303 - [INFO] - [E:306| 300]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 18:28:53,759 - [INFO] - [E:306| 400]: Train Loss:0.0011165, Val MRR:0.32365, yago11k +2023-05-09 18:30:32,672 - [INFO] - [E:306| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k +2023-05-09 18:32:15,797 - [INFO] - [E:306| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k +2023-05-09 18:32:15,797 - [INFO] - [Epoch:306]: Training Loss:0.001116 + +2023-05-09 18:32:16,237 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:32:37,069 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:32:58,161 - [INFO] - [Evaluating Epoch 306 valid]: + MRR: Tail : 0.40855, Head : 0.23352, Avg : 0.32103 + +2023-05-09 18:32:58,161 - [INFO] - [Epoch 306]: Training Loss: 0.0011163, Valid MRR: 0.32365, + + + +2023-05-09 18:32:59,223 - [INFO] - [E:307| 0]: Train Loss:0.0011195, Val MRR:0.32365, yago11k +2023-05-09 18:34:42,871 - [INFO] - [E:307| 100]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 18:36:26,289 - [INFO] - [E:307| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 18:37:58,211 - [INFO] - [E:307| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k +2023-05-09 18:39:42,649 - [INFO] - [E:307| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 18:41:26,309 - [INFO] - [E:307| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 18:43:09,353 - [INFO] - [E:307| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 18:43:09,353 - [INFO] - [Epoch:307]: Training Loss:0.001116 + +2023-05-09 18:43:09,709 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:43:30,867 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:43:51,670 - [INFO] - [Evaluating Epoch 307 valid]: + MRR: Tail : 0.41022, Head : 0.23268, Avg : 0.32145 + +2023-05-09 18:43:51,671 - [INFO] - [Epoch 307]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-05-09 18:43:52,873 - [INFO] - [E:308| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k +2023-05-09 18:45:36,401 - [INFO] - [E:308| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k +2023-05-09 18:47:08,980 - [INFO] - [E:308| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 18:48:52,577 - [INFO] - [E:308| 300]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 18:50:35,686 - [INFO] - [E:308| 400]: Train Loss:0.0011162, Val MRR:0.32365, yago11k +2023-05-09 18:52:19,075 - [INFO] - [E:308| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 18:54:02,176 - [INFO] - [E:308| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 18:54:02,176 - [INFO] - [Epoch:308]: Training Loss:0.001116 + +2023-05-09 18:54:02,504 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 18:54:23,615 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 18:54:44,438 - [INFO] - [Evaluating Epoch 308 valid]: + MRR: Tail : 0.41126, Head : 0.23335, Avg : 0.3223 + +2023-05-09 18:54:44,438 - [INFO] - [Epoch 308]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-05-09 18:54:45,091 - [INFO] - [E:309| 0]: Train Loss:0.0011241, Val MRR:0.32365, yago11k +2023-05-09 18:56:18,650 - [INFO] - [E:309| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 18:58:03,397 - [INFO] - [E:309| 200]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 18:59:49,220 - [INFO] - [E:309| 300]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 19:01:33,396 - [INFO] - [E:309| 400]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 19:03:16,544 - [INFO] - [E:309| 500]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 19:04:47,827 - [INFO] - [E:309| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 19:04:47,827 - [INFO] - [Epoch:309]: Training Loss:0.001116 + +2023-05-09 19:04:48,173 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:05:09,888 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:05:30,930 - [INFO] - [Evaluating Epoch 309 valid]: + MRR: Tail : 0.41148, Head : 0.23144, Avg : 0.32146 + MR: Tail : 606.41, Head : 981.81, Avg : 794.11 + Hit-1: Tail : 0.32704, Head : 0.19019, Avg : 0.25861 + Hit-3: Tail : 0.44776, Head : 0.22867, Avg : 0.33822 + Hit-10: Tail : 0.57669, Head : 0.30911, Avg : 0.4429 +2023-05-09 19:05:30,930 - [INFO] - [Epoch 309]: Training Loss: 0.0011158, Valid MRR: 0.32365, + + + +2023-05-09 19:05:32,067 - [INFO] - [E:310| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k +2023-05-09 19:07:16,041 - [INFO] - [E:310| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 19:09:00,501 - [INFO] - [E:310| 200]: Train Loss:0.0011147, Val MRR:0.32365, yago11k +2023-05-09 19:10:44,273 - [INFO] - [E:310| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k +2023-05-09 19:12:23,299 - [INFO] - [E:310| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 19:14:01,605 - [INFO] - [E:310| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 19:15:45,832 - [INFO] - [E:310| 600]: Train Loss:0.0011155, Val MRR:0.32365, yago11k +2023-05-09 19:15:45,832 - [INFO] - [Epoch:310]: Training Loss:0.001116 + +2023-05-09 19:15:46,332 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:16:08,079 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:16:29,322 - [INFO] - [Evaluating Epoch 310 valid]: + MRR: Tail : 0.41007, Head : 0.23349, Avg : 0.32178 + +2023-05-09 19:16:29,322 - [INFO] - [Epoch 310]: Training Loss: 0.0011155, Valid MRR: 0.32365, + + + +2023-05-09 19:16:30,520 - [INFO] - [E:311| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k +2023-05-09 19:18:15,283 - [INFO] - [E:311| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:20:00,632 - [INFO] - [E:311| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 19:21:33,823 - [INFO] - [E:311| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:23:17,208 - [INFO] - [E:311| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 19:25:01,338 - [INFO] - [E:311| 500]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:26:44,625 - [INFO] - [E:311| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:26:44,625 - [INFO] - [Epoch:311]: Training Loss:0.001116 + +2023-05-09 19:26:44,925 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:27:06,349 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:27:27,671 - [INFO] - [Evaluating Epoch 311 valid]: + MRR: Tail : 0.40918, Head : 0.23371, Avg : 0.32144 + +2023-05-09 19:27:27,671 - [INFO] - [Epoch 311]: Training Loss: 0.0011157, Valid MRR: 0.32365, + + + +2023-05-09 19:27:28,849 - [INFO] - [E:312| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k +2023-05-09 19:29:14,500 - [INFO] - [E:312| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k +2023-05-09 19:30:46,916 - [INFO] - [E:312| 200]: Train Loss:0.0011164, Val MRR:0.32365, yago11k +2023-05-09 19:32:28,903 - [INFO] - [E:312| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 19:34:10,772 - [INFO] - [E:312| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 19:35:55,458 - [INFO] - [E:312| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 19:37:40,301 - [INFO] - [E:312| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:37:40,301 - [INFO] - [Epoch:312]: Training Loss:0.001116 + +2023-05-09 19:37:40,563 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:38:02,278 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:38:15,821 - [INFO] - [Evaluating Epoch 312 valid]: + MRR: Tail : 0.41165, Head : 0.2318, Avg : 0.32172 + +2023-05-09 19:38:15,821 - [INFO] - [Epoch 312]: Training Loss: 0.0011157, Valid MRR: 0.32365, + + + +2023-05-09 19:38:16,484 - [INFO] - [E:313| 0]: Train Loss:0.0011063, Val MRR:0.32365, yago11k +2023-05-09 19:39:55,612 - [INFO] - [E:313| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 19:41:40,311 - [INFO] - [E:313| 200]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 19:43:24,893 - [INFO] - [E:313| 300]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 19:45:09,027 - [INFO] - [E:313| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:46:55,750 - [INFO] - [E:313| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 19:48:28,726 - [INFO] - [E:313| 600]: Train Loss:0.0011156, Val MRR:0.32365, yago11k +2023-05-09 19:48:28,727 - [INFO] - [Epoch:313]: Training Loss:0.001116 + +2023-05-09 19:48:29,073 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:48:50,559 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 19:49:11,880 - [INFO] - [Evaluating Epoch 313 valid]: + MRR: Tail : 0.41262, Head : 0.23407, Avg : 0.32334 + +2023-05-09 19:49:11,880 - [INFO] - [Epoch 313]: Training Loss: 0.0011156, Valid MRR: 0.32365, + + + +2023-05-09 19:49:12,964 - [INFO] - [E:314| 0]: Train Loss:0.0011078, Val MRR:0.32365, yago11k +2023-05-09 19:50:57,133 - [INFO] - [E:314| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:52:41,415 - [INFO] - [E:314| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 19:54:25,599 - [INFO] - [E:314| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 19:55:58,280 - [INFO] - [E:314| 400]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:57:42,187 - [INFO] - [E:314| 500]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 19:59:25,115 - [INFO] - [E:314| 600]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 19:59:25,116 - [INFO] - [Epoch:314]: Training Loss:0.001115 + +2023-05-09 19:59:25,387 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 19:59:47,028 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:00:08,077 - [INFO] - [Evaluating Epoch 314 valid]: + MRR: Tail : 0.41153, Head : 0.23455, Avg : 0.32304 + +2023-05-09 20:00:08,077 - [INFO] - [Epoch 314]: Training Loss: 0.0011154, Valid MRR: 0.32365, + + + +2023-05-09 20:00:09,255 - [INFO] - [E:315| 0]: Train Loss:0.0011061, Val MRR:0.32365, yago11k +2023-05-09 20:01:53,680 - [INFO] - [E:315| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 20:03:38,252 - [INFO] - [E:315| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k +2023-05-09 20:05:10,322 - [INFO] - [E:315| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k +2023-05-09 20:06:54,528 - [INFO] - [E:315| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 20:08:39,006 - [INFO] - [E:315| 500]: Train Loss:0.001115, Val MRR:0.32365, yago11k +2023-05-09 20:10:22,975 - [INFO] - [E:315| 600]: Train Loss:0.0011148, Val MRR:0.32365, yago11k +2023-05-09 20:10:22,976 - [INFO] - [Epoch:315]: Training Loss:0.001115 + +2023-05-09 20:10:23,467 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:10:44,868 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:11:05,714 - [INFO] - [Evaluating Epoch 315 valid]: + MRR: Tail : 0.41078, Head : 0.23266, Avg : 0.32172 + +2023-05-09 20:11:05,714 - [INFO] - [Epoch 315]: Training Loss: 0.0011148, Valid MRR: 0.32365, + + + +2023-05-09 20:11:06,792 - [INFO] - [E:316| 0]: Train Loss:0.0011057, Val MRR:0.32365, yago11k +2023-05-09 20:12:51,442 - [INFO] - [E:316| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k +2023-05-09 20:14:24,071 - [INFO] - [E:316| 200]: Train Loss:0.0011158, Val MRR:0.32365, yago11k +2023-05-09 20:16:07,990 - [INFO] - [E:316| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k +2023-05-09 20:17:52,137 - [INFO] - [E:316| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k +2023-05-09 20:19:37,120 - [INFO] - [E:316| 500]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 20:21:21,672 - [INFO] - [E:316| 600]: Train Loss:0.001115, Val MRR:0.32365, yago11k +2023-05-09 20:21:21,673 - [INFO] - [Epoch:316]: Training Loss:0.001115 + +2023-05-09 20:21:22,157 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:21:42,760 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:21:54,839 - [INFO] - [Evaluating Epoch 316 valid]: + MRR: Tail : 0.41337, Head : 0.23383, Avg : 0.3236 + +2023-05-09 20:21:54,839 - [INFO] - [Epoch 316]: Training Loss: 0.001115, Valid MRR: 0.32365, + + + +2023-05-09 20:21:55,487 - [INFO] - [E:317| 0]: Train Loss:0.0010979, Val MRR:0.32365, yago11k +2023-05-09 20:23:36,849 - [INFO] - [E:317| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 20:25:20,564 - [INFO] - [E:317| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k +2023-05-09 20:27:05,671 - [INFO] - [E:317| 300]: Train Loss:0.001113, Val MRR:0.32365, yago11k +2023-05-09 20:28:49,707 - [INFO] - [E:317| 400]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 20:30:29,190 - [INFO] - [E:317| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k +2023-05-09 20:32:05,413 - [INFO] - [E:317| 600]: Train Loss:0.0011147, Val MRR:0.32365, yago11k +2023-05-09 20:32:05,414 - [INFO] - [Epoch:317]: Training Loss:0.001115 + +2023-05-09 20:32:05,677 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:32:27,356 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:32:48,370 - [INFO] - [Evaluating Epoch 317 valid]: + MRR: Tail : 0.41041, Head : 0.23254, Avg : 0.32148 + +2023-05-09 20:32:48,370 - [INFO] - [Epoch 317]: Training Loss: 0.0011147, Valid MRR: 0.32365, + + + +2023-05-09 20:32:49,599 - [INFO] - [E:318| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k +2023-05-09 20:34:34,977 - [INFO] - [E:318| 100]: Train Loss:0.001113, Val MRR:0.32365, yago11k +2023-05-09 20:36:18,163 - [INFO] - [E:318| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 20:38:02,095 - [INFO] - [E:318| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 20:39:34,660 - [INFO] - [E:318| 400]: Train Loss:0.0011147, Val MRR:0.32365, yago11k +2023-05-09 20:41:18,098 - [INFO] - [E:318| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 20:43:00,633 - [INFO] - [E:318| 600]: Train Loss:0.0011153, Val MRR:0.32365, yago11k +2023-05-09 20:43:00,633 - [INFO] - [Epoch:318]: Training Loss:0.001115 + +2023-05-09 20:43:00,983 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:43:22,726 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:43:43,882 - [INFO] - [Evaluating Epoch 318 valid]: + MRR: Tail : 0.413, Head : 0.23386, Avg : 0.32343 + +2023-05-09 20:43:43,882 - [INFO] - [Epoch 318]: Training Loss: 0.0011153, Valid MRR: 0.32365, + + + +2023-05-09 20:43:44,985 - [INFO] - [E:319| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k +2023-05-09 20:45:29,798 - [INFO] - [E:319| 100]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 20:47:14,598 - [INFO] - [E:319| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 20:48:47,359 - [INFO] - [E:319| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k +2023-05-09 20:50:31,508 - [INFO] - [E:319| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 20:52:15,717 - [INFO] - [E:319| 500]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 20:53:58,944 - [INFO] - [E:319| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 20:53:58,945 - [INFO] - [Epoch:319]: Training Loss:0.001114 + +2023-05-09 20:53:59,344 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 20:54:21,089 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 20:54:42,550 - [INFO] - [Evaluating Epoch 319 valid]: + MRR: Tail : 0.41228, Head : 0.23337, Avg : 0.32283 + MR: Tail : 635.77, Head : 987.77, Avg : 811.77 + Hit-1: Tail : 0.32856, Head : 0.19047, Avg : 0.25952 + Hit-3: Tail : 0.44832, Head : 0.23173, Avg : 0.34003 + Hit-10: Tail : 0.57697, Head : 0.31495, Avg : 0.44596 +2023-05-09 20:54:42,550 - [INFO] - [Epoch 319]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-05-09 20:54:43,406 - [INFO] - [E:320| 0]: Train Loss:0.0011021, Val MRR:0.32365, yago11k +2023-05-09 20:56:28,455 - [INFO] - [E:320| 100]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 20:58:01,685 - [INFO] - [E:320| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 20:59:45,912 - [INFO] - [E:320| 300]: Train Loss:0.0011151, Val MRR:0.32365, yago11k +2023-05-09 21:01:30,261 - [INFO] - [E:320| 400]: Train Loss:0.0011149, Val MRR:0.32365, yago11k +2023-05-09 21:03:13,231 - [INFO] - [E:320| 500]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 21:04:54,130 - [INFO] - [E:320| 600]: Train Loss:0.0011149, Val MRR:0.32365, yago11k +2023-05-09 21:04:54,130 - [INFO] - [Epoch:320]: Training Loss:0.001115 + +2023-05-09 21:04:54,393 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:05:09,361 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:05:21,783 - [INFO] - [Evaluating Epoch 320 valid]: + MRR: Tail : 0.40973, Head : 0.23273, Avg : 0.32123 + +2023-05-09 21:05:21,783 - [INFO] - [Epoch 320]: Training Loss: 0.0011149, Valid MRR: 0.32365, + + + +2023-05-09 21:05:22,780 - [INFO] - [E:321| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k +2023-05-09 21:07:07,524 - [INFO] - [E:321| 100]: Train Loss:0.0011128, Val MRR:0.32365, yago11k +2023-05-09 21:08:52,222 - [INFO] - [E:321| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:10:36,098 - [INFO] - [E:321| 300]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 21:12:19,692 - [INFO] - [E:321| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 21:13:57,174 - [INFO] - [E:321| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:15:36,341 - [INFO] - [E:321| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 21:15:36,341 - [INFO] - [Epoch:321]: Training Loss:0.001114 + +2023-05-09 21:15:36,786 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:15:57,772 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:16:18,617 - [INFO] - [Evaluating Epoch 321 valid]: + MRR: Tail : 0.40885, Head : 0.23414, Avg : 0.32149 + +2023-05-09 21:16:18,618 - [INFO] - [Epoch 321]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-05-09 21:16:19,670 - [INFO] - [E:322| 0]: Train Loss:0.001111, Val MRR:0.32365, yago11k +2023-05-09 21:18:03,618 - [INFO] - [E:322| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k +2023-05-09 21:19:47,095 - [INFO] - [E:322| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 21:21:31,627 - [INFO] - [E:322| 300]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 21:23:06,252 - [INFO] - [E:322| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 21:24:50,697 - [INFO] - [E:322| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k +2023-05-09 21:26:35,634 - [INFO] - [E:322| 600]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 21:26:35,634 - [INFO] - [Epoch:322]: Training Loss:0.001114 + +2023-05-09 21:26:35,898 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:26:57,767 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:27:18,782 - [INFO] - [Evaluating Epoch 322 valid]: + MRR: Tail : 0.40888, Head : 0.23247, Avg : 0.32067 + +2023-05-09 21:27:18,782 - [INFO] - [Epoch 322]: Training Loss: 0.0011145, Valid MRR: 0.32365, + + + +2023-05-09 21:27:20,008 - [INFO] - [E:323| 0]: Train Loss:0.0011363, Val MRR:0.32365, yago11k +2023-05-09 21:29:05,027 - [INFO] - [E:323| 100]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 21:30:49,469 - [INFO] - [E:323| 200]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 21:32:22,244 - [INFO] - [E:323| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k +2023-05-09 21:34:06,200 - [INFO] - [E:323| 400]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 21:35:51,060 - [INFO] - [E:323| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:37:34,440 - [INFO] - [E:323| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 21:37:34,440 - [INFO] - [Epoch:323]: Training Loss:0.001114 + +2023-05-09 21:37:34,837 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:37:56,451 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:38:17,991 - [INFO] - [Evaluating Epoch 323 valid]: + MRR: Tail : 0.40911, Head : 0.23274, Avg : 0.32093 + +2023-05-09 21:38:17,991 - [INFO] - [Epoch 323]: Training Loss: 0.0011144, Valid MRR: 0.32365, + + + +2023-05-09 21:38:18,844 - [INFO] - [E:324| 0]: Train Loss:0.0011072, Val MRR:0.32365, yago11k +2023-05-09 21:40:00,686 - [INFO] - [E:324| 100]: Train Loss:0.0011156, Val MRR:0.32365, yago11k +2023-05-09 21:41:36,301 - [INFO] - [E:324| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k +2023-05-09 21:43:20,947 - [INFO] - [E:324| 300]: Train Loss:0.0011145, Val MRR:0.32365, yago11k +2023-05-09 21:45:05,574 - [INFO] - [E:324| 400]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 21:46:51,027 - [INFO] - [E:324| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 21:48:34,739 - [INFO] - [E:324| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 21:48:34,739 - [INFO] - [Epoch:324]: Training Loss:0.001114 + +2023-05-09 21:48:35,222 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:48:48,926 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 21:49:03,575 - [INFO] - [Evaluating Epoch 324 valid]: + MRR: Tail : 0.40855, Head : 0.2335, Avg : 0.32102 + +2023-05-09 21:49:03,575 - [INFO] - [Epoch 324]: Training Loss: 0.001114, Valid MRR: 0.32365, + + + +2023-05-09 21:49:04,553 - [INFO] - [E:325| 0]: Train Loss:0.0010929, Val MRR:0.32365, yago11k +2023-05-09 21:50:49,050 - [INFO] - [E:325| 100]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 21:52:33,218 - [INFO] - [E:325| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:54:17,801 - [INFO] - [E:325| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 21:56:01,887 - [INFO] - [E:325| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 21:57:36,968 - [INFO] - [E:325| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 21:59:18,967 - [INFO] - [E:325| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 21:59:18,967 - [INFO] - [Epoch:325]: Training Loss:0.001114 + +2023-05-09 21:59:19,487 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 21:59:40,670 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:00:01,454 - [INFO] - [Evaluating Epoch 325 valid]: + MRR: Tail : 0.41098, Head : 0.23176, Avg : 0.32137 + +2023-05-09 22:00:01,455 - [INFO] - [Epoch 325]: Training Loss: 0.0011139, Valid MRR: 0.32365, + + + +2023-05-09 22:00:02,677 - [INFO] - [E:326| 0]: Train Loss:0.0010849, Val MRR:0.32365, yago11k +2023-05-09 22:01:47,213 - [INFO] - [E:326| 100]: Train Loss:0.001115, Val MRR:0.32365, yago11k +2023-05-09 22:03:31,128 - [INFO] - [E:326| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:05:16,348 - [INFO] - [E:326| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 22:06:49,005 - [INFO] - [E:326| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:08:32,799 - [INFO] - [E:326| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 22:10:15,824 - [INFO] - [E:326| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k +2023-05-09 22:10:15,825 - [INFO] - [Epoch:326]: Training Loss:0.001114 + +2023-05-09 22:10:16,177 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:10:39,989 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:11:00,822 - [INFO] - [Evaluating Epoch 326 valid]: + MRR: Tail : 0.40987, Head : 0.23197, Avg : 0.32092 + +2023-05-09 22:11:00,822 - [INFO] - [Epoch 326]: Training Loss: 0.0011139, Valid MRR: 0.32365, + + + +2023-05-09 22:11:02,029 - [INFO] - [E:327| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 22:12:45,862 - [INFO] - [E:327| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k +2023-05-09 22:14:30,567 - [INFO] - [E:327| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:16:03,444 - [INFO] - [E:327| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 22:17:47,041 - [INFO] - [E:327| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 22:19:31,372 - [INFO] - [E:327| 500]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 22:21:15,139 - [INFO] - [E:327| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 22:21:15,139 - [INFO] - [Epoch:327]: Training Loss:0.001114 + +2023-05-09 22:21:15,401 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:21:36,855 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:21:57,942 - [INFO] - [Evaluating Epoch 327 valid]: + MRR: Tail : 0.41027, Head : 0.23341, Avg : 0.32184 + +2023-05-09 22:21:57,943 - [INFO] - [Epoch 327]: Training Loss: 0.001114, Valid MRR: 0.32365, + + + +2023-05-09 22:21:59,133 - [INFO] - [E:328| 0]: Train Loss:0.0011653, Val MRR:0.32365, yago11k +2023-05-09 22:23:39,490 - [INFO] - [E:328| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k +2023-05-09 22:25:15,526 - [INFO] - [E:328| 200]: Train Loss:0.0011141, Val MRR:0.32365, yago11k +2023-05-09 22:26:59,173 - [INFO] - [E:328| 300]: Train Loss:0.0011129, Val MRR:0.32365, yago11k +2023-05-09 22:28:42,718 - [INFO] - [E:328| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k +2023-05-09 22:30:26,345 - [INFO] - [E:328| 500]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 22:32:09,020 - [INFO] - [E:328| 600]: Train Loss:0.0011138, Val MRR:0.32365, yago11k +2023-05-09 22:32:09,020 - [INFO] - [Epoch:328]: Training Loss:0.001114 + +2023-05-09 22:32:09,283 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:32:24,181 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:32:37,454 - [INFO] - [Evaluating Epoch 328 valid]: + MRR: Tail : 0.40996, Head : 0.23584, Avg : 0.3229 + +2023-05-09 22:32:37,454 - [INFO] - [Epoch 328]: Training Loss: 0.0011138, Valid MRR: 0.32365, + + + +2023-05-09 22:32:38,664 - [INFO] - [E:329| 0]: Train Loss:0.0011225, Val MRR:0.32365, yago11k +2023-05-09 22:34:21,499 - [INFO] - [E:329| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k +2023-05-09 22:36:02,938 - [INFO] - [E:329| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k +2023-05-09 22:37:46,579 - [INFO] - [E:329| 300]: Train Loss:0.0011127, Val MRR:0.32365, yago11k +2023-05-09 22:39:30,990 - [INFO] - [E:329| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:41:03,495 - [INFO] - [E:329| 500]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:42:47,178 - [INFO] - [E:329| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 22:42:47,178 - [INFO] - [Epoch:329]: Training Loss:0.001114 + +2023-05-09 22:42:47,693 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:43:08,785 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:43:29,923 - [INFO] - [Evaluating Epoch 329 valid]: + MRR: Tail : 0.41092, Head : 0.23542, Avg : 0.32317 + MR: Tail : 649.13, Head : 1007.9, Avg : 828.51 + Hit-1: Tail : 0.32592, Head : 0.19269, Avg : 0.25931 + Hit-3: Tail : 0.44887, Head : 0.23354, Avg : 0.34121 + Hit-10: Tail : 0.57877, Head : 0.31967, Avg : 0.44922 +2023-05-09 22:43:29,923 - [INFO] - [Epoch 329]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-05-09 22:43:30,780 - [INFO] - [E:330| 0]: Train Loss:0.0011248, Val MRR:0.32365, yago11k +2023-05-09 22:45:14,568 - [INFO] - [E:330| 100]: Train Loss:0.0011142, Val MRR:0.32365, yago11k +2023-05-09 22:46:58,156 - [INFO] - [E:330| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 22:48:41,422 - [INFO] - [E:330| 300]: Train Loss:0.0011142, Val MRR:0.32365, yago11k +2023-05-09 22:50:13,539 - [INFO] - [E:330| 400]: Train Loss:0.001114, Val MRR:0.32365, yago11k +2023-05-09 22:51:57,373 - [INFO] - [E:330| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 22:53:40,132 - [INFO] - [E:330| 600]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 22:53:40,132 - [INFO] - [Epoch:330]: Training Loss:0.001114 + +2023-05-09 22:53:40,529 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 22:54:01,998 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 22:54:23,367 - [INFO] - [Evaluating Epoch 330 valid]: + MRR: Tail : 0.40969, Head : 0.2355, Avg : 0.3226 + +2023-05-09 22:54:23,367 - [INFO] - [Epoch 330]: Training Loss: 0.0011137, Valid MRR: 0.32365, + + + +2023-05-09 22:54:24,318 - [INFO] - [E:331| 0]: Train Loss:0.0011234, Val MRR:0.32365, yago11k +2023-05-09 22:56:08,628 - [INFO] - [E:331| 100]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 22:57:52,449 - [INFO] - [E:331| 200]: Train Loss:0.001113, Val MRR:0.32365, yago11k +2023-05-09 22:59:25,676 - [INFO] - [E:331| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k +2023-05-09 23:01:10,319 - [INFO] - [E:331| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k +2023-05-09 23:02:54,567 - [INFO] - [E:331| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 23:04:38,221 - [INFO] - [E:331| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 23:04:38,222 - [INFO] - [Epoch:331]: Training Loss:0.001114 + +2023-05-09 23:04:38,565 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:04:59,879 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:05:21,365 - [INFO] - [Evaluating Epoch 331 valid]: + MRR: Tail : 0.40977, Head : 0.23559, Avg : 0.32268 + +2023-05-09 23:05:21,365 - [INFO] - [Epoch 331]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-05-09 23:05:22,208 - [INFO] - [E:332| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k +2023-05-09 23:07:02,786 - [INFO] - [E:332| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:08:38,635 - [INFO] - [E:332| 200]: Train Loss:0.0011132, Val MRR:0.32365, yago11k +2023-05-09 23:10:22,888 - [INFO] - [E:332| 300]: Train Loss:0.0011132, Val MRR:0.32365, yago11k +2023-05-09 23:12:07,256 - [INFO] - [E:332| 400]: Train Loss:0.0011125, Val MRR:0.32365, yago11k +2023-05-09 23:13:51,925 - [INFO] - [E:332| 500]: Train Loss:0.0011129, Val MRR:0.32365, yago11k +2023-05-09 23:15:35,660 - [INFO] - [E:332| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k +2023-05-09 23:15:35,660 - [INFO] - [Epoch:332]: Training Loss:0.001114 + +2023-05-09 23:15:36,003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:15:48,848 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:16:04,545 - [INFO] - [Evaluating Epoch 332 valid]: + MRR: Tail : 0.40937, Head : 0.23358, Avg : 0.32147 + +2023-05-09 23:16:04,546 - [INFO] - [Epoch 332]: Training Loss: 0.0011135, Valid MRR: 0.32365, + + + +2023-05-09 23:16:05,433 - [INFO] - [E:333| 0]: Train Loss:0.0011286, Val MRR:0.32365, yago11k +2023-05-09 23:17:50,114 - [INFO] - [E:333| 100]: Train Loss:0.0011101, Val MRR:0.32365, yago11k +2023-05-09 23:19:34,433 - [INFO] - [E:333| 200]: Train Loss:0.0011122, Val MRR:0.32365, yago11k +2023-05-09 23:21:17,633 - [INFO] - [E:333| 300]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:23:02,113 - [INFO] - [E:333| 400]: Train Loss:0.0011127, Val MRR:0.32365, yago11k +2023-05-09 23:24:36,255 - [INFO] - [E:333| 500]: Train Loss:0.0011127, Val MRR:0.32365, yago11k +2023-05-09 23:26:17,791 - [INFO] - [E:333| 600]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:26:17,791 - [INFO] - [Epoch:333]: Training Loss:0.001113 + +2023-05-09 23:26:18,138 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:26:39,761 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:27:01,041 - [INFO] - [Evaluating Epoch 333 valid]: + MRR: Tail : 0.40925, Head : 0.23484, Avg : 0.32205 + +2023-05-09 23:27:01,042 - [INFO] - [Epoch 333]: Training Loss: 0.0011131, Valid MRR: 0.32365, + + + +2023-05-09 23:27:01,943 - [INFO] - [E:334| 0]: Train Loss:0.0010928, Val MRR:0.32365, yago11k +2023-05-09 23:28:45,953 - [INFO] - [E:334| 100]: Train Loss:0.0011117, Val MRR:0.32365, yago11k +2023-05-09 23:30:30,148 - [INFO] - [E:334| 200]: Train Loss:0.0011119, Val MRR:0.32365, yago11k +2023-05-09 23:32:14,436 - [INFO] - [E:334| 300]: Train Loss:0.0011124, Val MRR:0.32365, yago11k +2023-05-09 23:33:47,029 - [INFO] - [E:334| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k +2023-05-09 23:35:31,443 - [INFO] - [E:334| 500]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:37:15,437 - [INFO] - [E:334| 600]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 23:37:15,437 - [INFO] - [Epoch:334]: Training Loss:0.001113 + +2023-05-09 23:37:15,700 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:37:37,207 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:37:58,410 - [INFO] - [Evaluating Epoch 334 valid]: + MRR: Tail : 0.40984, Head : 0.23335, Avg : 0.32159 + +2023-05-09 23:37:58,410 - [INFO] - [Epoch 334]: Training Loss: 0.0011133, Valid MRR: 0.32365, + + + +2023-05-09 23:37:59,503 - [INFO] - [E:335| 0]: Train Loss:0.0011105, Val MRR:0.32365, yago11k +2023-05-09 23:39:43,742 - [INFO] - [E:335| 100]: Train Loss:0.0011121, Val MRR:0.32365, yago11k +2023-05-09 23:41:28,733 - [INFO] - [E:335| 200]: Train Loss:0.0011123, Val MRR:0.32365, yago11k +2023-05-09 23:43:01,768 - [INFO] - [E:335| 300]: Train Loss:0.0011123, Val MRR:0.32365, yago11k +2023-05-09 23:44:46,988 - [INFO] - [E:335| 400]: Train Loss:0.0011123, Val MRR:0.32365, yago11k +2023-05-09 23:46:34,177 - [INFO] - [E:335| 500]: Train Loss:0.0011123, Val MRR:0.32365, yago11k +2023-05-09 23:48:18,418 - [INFO] - [E:335| 600]: Train Loss:0.0011129, Val MRR:0.32365, yago11k +2023-05-09 23:48:18,418 - [INFO] - [Epoch:335]: Training Loss:0.001113 + +2023-05-09 23:48:18,681 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:48:40,548 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:49:01,559 - [INFO] - [Evaluating Epoch 335 valid]: + MRR: Tail : 0.41448, Head : 0.23282, Avg : 0.32365 + +2023-05-09 23:49:01,559 - [INFO] - [Epoch 335]: Training Loss: 0.0011129, Valid MRR: 0.32365, + + + +2023-05-09 23:49:02,759 - [INFO] - [E:336| 0]: Train Loss:0.0011131, Val MRR:0.32365, yago11k +2023-05-09 23:50:38,362 - [INFO] - [E:336| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k +2023-05-09 23:52:19,275 - [INFO] - [E:336| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k +2023-05-09 23:54:02,014 - [INFO] - [E:336| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k +2023-05-09 23:55:45,458 - [INFO] - [E:336| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k +2023-05-09 23:57:29,097 - [INFO] - [E:336| 500]: Train Loss:0.0011128, Val MRR:0.32365, yago11k +2023-05-09 23:59:08,614 - [INFO] - [E:336| 600]: Train Loss:0.001113, Val MRR:0.32365, yago11k +2023-05-09 23:59:08,615 - [INFO] - [Epoch:336]: Training Loss:0.001113 + +2023-05-09 23:59:08,834 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-09 23:59:21,079 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-09 23:59:42,170 - [INFO] - [Evaluating Epoch 336 valid]: + MRR: Tail : 0.41547, Head : 0.23417, Avg : 0.32482 + +2023-05-09 23:59:43,116 - [INFO] - [Epoch 336]: Training Loss: 0.001113, Valid MRR: 0.32482, + + + +2023-05-09 23:59:43,898 - [INFO] - [E:337| 0]: Train Loss:0.0011256, Val MRR:0.32482, yago11k +2023-05-10 00:01:28,970 - [INFO] - [E:337| 100]: Train Loss:0.0011139, Val MRR:0.32482, yago11k +2023-05-10 00:03:13,704 - [INFO] - [E:337| 200]: Train Loss:0.0011118, Val MRR:0.32482, yago11k +2023-05-10 00:04:57,188 - [INFO] - [E:337| 300]: Train Loss:0.0011125, Val MRR:0.32482, yago11k +2023-05-10 00:06:38,617 - [INFO] - [E:337| 400]: Train Loss:0.0011118, Val MRR:0.32482, yago11k +2023-05-10 00:08:08,831 - [INFO] - [E:337| 500]: Train Loss:0.0011123, Val MRR:0.32482, yago11k +2023-05-10 00:09:52,196 - [INFO] - [E:337| 600]: Train Loss:0.0011127, Val MRR:0.32482, yago11k +2023-05-10 00:09:52,197 - [INFO] - [Epoch:337]: Training Loss:0.001113 + +2023-05-10 00:09:52,712 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:10:13,570 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:10:34,516 - [INFO] - [Evaluating Epoch 337 valid]: + MRR: Tail : 0.41327, Head : 0.23438, Avg : 0.32383 + +2023-05-10 00:10:34,516 - [INFO] - [Epoch 337]: Training Loss: 0.0011127, Valid MRR: 0.32482, + + + +2023-05-10 00:10:35,691 - [INFO] - [E:338| 0]: Train Loss:0.0010943, Val MRR:0.32482, yago11k +2023-05-10 00:12:19,281 - [INFO] - [E:338| 100]: Train Loss:0.001114, Val MRR:0.32482, yago11k +2023-05-10 00:14:03,339 - [INFO] - [E:338| 200]: Train Loss:0.0011137, Val MRR:0.32482, yago11k +2023-05-10 00:15:47,206 - [INFO] - [E:338| 300]: Train Loss:0.0011126, Val MRR:0.32482, yago11k +2023-05-10 00:17:19,593 - [INFO] - [E:338| 400]: Train Loss:0.0011124, Val MRR:0.32482, yago11k +2023-05-10 00:19:03,101 - [INFO] - [E:338| 500]: Train Loss:0.0011125, Val MRR:0.32482, yago11k +2023-05-10 00:20:45,418 - [INFO] - [E:338| 600]: Train Loss:0.0011129, Val MRR:0.32482, yago11k +2023-05-10 00:20:45,418 - [INFO] - [Epoch:338]: Training Loss:0.001113 + +2023-05-10 00:20:45,936 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:21:07,332 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:21:28,327 - [INFO] - [Evaluating Epoch 338 valid]: + MRR: Tail : 0.41294, Head : 0.23356, Avg : 0.32325 + +2023-05-10 00:21:28,328 - [INFO] - [Epoch 338]: Training Loss: 0.0011129, Valid MRR: 0.32482, + + + +2023-05-10 00:21:29,535 - [INFO] - [E:339| 0]: Train Loss:0.0011311, Val MRR:0.32482, yago11k +2023-05-10 00:23:12,912 - [INFO] - [E:339| 100]: Train Loss:0.001111, Val MRR:0.32482, yago11k +2023-05-10 00:24:55,774 - [INFO] - [E:339| 200]: Train Loss:0.0011134, Val MRR:0.32482, yago11k +2023-05-10 00:26:30,335 - [INFO] - [E:339| 300]: Train Loss:0.0011129, Val MRR:0.32482, yago11k +2023-05-10 00:28:13,914 - [INFO] - [E:339| 400]: Train Loss:0.0011125, Val MRR:0.32482, yago11k +2023-05-10 00:29:58,671 - [INFO] - [E:339| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k +2023-05-10 00:31:42,549 - [INFO] - [E:339| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k +2023-05-10 00:31:42,549 - [INFO] - [Epoch:339]: Training Loss:0.001113 + +2023-05-10 00:31:42,897 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:32:04,602 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:32:25,758 - [INFO] - [Evaluating Epoch 339 valid]: + MRR: Tail : 0.41288, Head : 0.23298, Avg : 0.32293 + MR: Tail : 639.02, Head : 983.52, Avg : 811.27 + Hit-1: Tail : 0.33287, Head : 0.19075, Avg : 0.26181 + Hit-3: Tail : 0.44123, Head : 0.23145, Avg : 0.33634 + Hit-10: Tail : 0.57877, Head : 0.31328, Avg : 0.44603 +2023-05-10 00:32:25,758 - [INFO] - [Epoch 339]: Training Loss: 0.0011126, Valid MRR: 0.32482, + + + +2023-05-10 00:32:26,901 - [INFO] - [E:340| 0]: Train Loss:0.0011341, Val MRR:0.32482, yago11k +2023-05-10 00:33:59,793 - [INFO] - [E:340| 100]: Train Loss:0.0011128, Val MRR:0.32482, yago11k +2023-05-10 00:35:45,712 - [INFO] - [E:340| 200]: Train Loss:0.0011122, Val MRR:0.32482, yago11k +2023-05-10 00:37:29,699 - [INFO] - [E:340| 300]: Train Loss:0.0011118, Val MRR:0.32482, yago11k +2023-05-10 00:39:14,186 - [INFO] - [E:340| 400]: Train Loss:0.0011126, Val MRR:0.32482, yago11k +2023-05-10 00:40:58,556 - [INFO] - [E:340| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k +2023-05-10 00:42:35,587 - [INFO] - [E:340| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k +2023-05-10 00:42:35,588 - [INFO] - [Epoch:340]: Training Loss:0.001113 + +2023-05-10 00:42:35,807 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:42:51,981 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:43:13,408 - [INFO] - [Evaluating Epoch 340 valid]: + MRR: Tail : 0.41557, Head : 0.23429, Avg : 0.32493 + +2023-05-10 00:43:14,427 - [INFO] - [Epoch 340]: Training Loss: 0.0011126, Valid MRR: 0.32493, + + + +2023-05-10 00:43:15,606 - [INFO] - [E:341| 0]: Train Loss:0.0011123, Val MRR:0.32493, yago11k +2023-05-10 00:44:59,527 - [INFO] - [E:341| 100]: Train Loss:0.0011135, Val MRR:0.32493, yago11k +2023-05-10 00:46:43,811 - [INFO] - [E:341| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k +2023-05-10 00:48:28,836 - [INFO] - [E:341| 300]: Train Loss:0.0011129, Val MRR:0.32493, yago11k +2023-05-10 00:50:13,305 - [INFO] - [E:341| 400]: Train Loss:0.0011124, Val MRR:0.32493, yago11k +2023-05-10 00:51:45,452 - [INFO] - [E:341| 500]: Train Loss:0.0011125, Val MRR:0.32493, yago11k +2023-05-10 00:53:29,193 - [INFO] - [E:341| 600]: Train Loss:0.0011125, Val MRR:0.32493, yago11k +2023-05-10 00:53:29,193 - [INFO] - [Epoch:341]: Training Loss:0.001113 + +2023-05-10 00:53:29,540 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 00:53:51,194 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 00:54:12,441 - [INFO] - [Evaluating Epoch 341 valid]: + MRR: Tail : 0.41371, Head : 0.23347, Avg : 0.32359 + +2023-05-10 00:54:12,441 - [INFO] - [Epoch 341]: Training Loss: 0.0011125, Valid MRR: 0.32493, + + + +2023-05-10 00:54:13,265 - [INFO] - [E:342| 0]: Train Loss:0.0011157, Val MRR:0.32493, yago11k +2023-05-10 00:55:57,244 - [INFO] - [E:342| 100]: Train Loss:0.0011128, Val MRR:0.32493, yago11k +2023-05-10 00:57:40,831 - [INFO] - [E:342| 200]: Train Loss:0.0011115, Val MRR:0.32493, yago11k +2023-05-10 00:59:25,249 - [INFO] - [E:342| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k +2023-05-10 01:00:58,614 - [INFO] - [E:342| 400]: Train Loss:0.0011114, Val MRR:0.32493, yago11k +2023-05-10 01:02:42,747 - [INFO] - [E:342| 500]: Train Loss:0.001112, Val MRR:0.32493, yago11k +2023-05-10 01:04:26,072 - [INFO] - [E:342| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k +2023-05-10 01:04:26,072 - [INFO] - [Epoch:342]: Training Loss:0.001112 + +2023-05-10 01:04:26,587 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:04:47,910 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:05:09,299 - [INFO] - [Evaluating Epoch 342 valid]: + MRR: Tail : 0.41023, Head : 0.23437, Avg : 0.3223 + +2023-05-10 01:05:09,299 - [INFO] - [Epoch 342]: Training Loss: 0.0011122, Valid MRR: 0.32493, + + + +2023-05-10 01:05:10,404 - [INFO] - [E:343| 0]: Train Loss:0.0011067, Val MRR:0.32493, yago11k +2023-05-10 01:06:54,718 - [INFO] - [E:343| 100]: Train Loss:0.001111, Val MRR:0.32493, yago11k +2023-05-10 01:08:35,352 - [INFO] - [E:343| 200]: Train Loss:0.0011117, Val MRR:0.32493, yago11k +2023-05-10 01:10:11,991 - [INFO] - [E:343| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k +2023-05-10 01:11:56,266 - [INFO] - [E:343| 400]: Train Loss:0.0011115, Val MRR:0.32493, yago11k +2023-05-10 01:13:39,286 - [INFO] - [E:343| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k +2023-05-10 01:15:22,113 - [INFO] - [E:343| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k +2023-05-10 01:15:22,113 - [INFO] - [Epoch:343]: Training Loss:0.001112 + +2023-05-10 01:15:22,467 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:15:44,215 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:16:05,396 - [INFO] - [Evaluating Epoch 343 valid]: + MRR: Tail : 0.41107, Head : 0.23503, Avg : 0.32305 + +2023-05-10 01:16:05,396 - [INFO] - [Epoch 343]: Training Loss: 0.0011122, Valid MRR: 0.32493, + + + +2023-05-10 01:16:06,483 - [INFO] - [E:344| 0]: Train Loss:0.001113, Val MRR:0.32493, yago11k +2023-05-10 01:17:38,768 - [INFO] - [E:344| 100]: Train Loss:0.0011112, Val MRR:0.32493, yago11k +2023-05-10 01:19:23,208 - [INFO] - [E:344| 200]: Train Loss:0.001111, Val MRR:0.32493, yago11k +2023-05-10 01:21:07,680 - [INFO] - [E:344| 300]: Train Loss:0.0011109, Val MRR:0.32493, yago11k +2023-05-10 01:22:54,345 - [INFO] - [E:344| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k +2023-05-10 01:24:38,171 - [INFO] - [E:344| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k +2023-05-10 01:26:13,852 - [INFO] - [E:344| 600]: Train Loss:0.0011121, Val MRR:0.32493, yago11k +2023-05-10 01:26:13,852 - [INFO] - [Epoch:344]: Training Loss:0.001112 + +2023-05-10 01:26:14,072 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:26:31,067 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:26:52,471 - [INFO] - [Evaluating Epoch 344 valid]: + MRR: Tail : 0.40993, Head : 0.23488, Avg : 0.3224 + +2023-05-10 01:26:52,471 - [INFO] - [Epoch 344]: Training Loss: 0.0011121, Valid MRR: 0.32493, + + + +2023-05-10 01:26:53,649 - [INFO] - [E:345| 0]: Train Loss:0.0010998, Val MRR:0.32493, yago11k +2023-05-10 01:28:37,750 - [INFO] - [E:345| 100]: Train Loss:0.0011086, Val MRR:0.32493, yago11k +2023-05-10 01:30:21,402 - [INFO] - [E:345| 200]: Train Loss:0.0011111, Val MRR:0.32493, yago11k +2023-05-10 01:32:05,666 - [INFO] - [E:345| 300]: Train Loss:0.0011112, Val MRR:0.32493, yago11k +2023-05-10 01:33:49,480 - [INFO] - [E:345| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k +2023-05-10 01:35:21,964 - [INFO] - [E:345| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k +2023-05-10 01:37:03,916 - [INFO] - [E:345| 600]: Train Loss:0.0011118, Val MRR:0.32493, yago11k +2023-05-10 01:37:03,916 - [INFO] - [Epoch:345]: Training Loss:0.001112 + +2023-05-10 01:37:04,436 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:37:24,961 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:37:45,124 - [INFO] - [Evaluating Epoch 345 valid]: + MRR: Tail : 0.41234, Head : 0.23477, Avg : 0.32356 + +2023-05-10 01:37:45,124 - [INFO] - [Epoch 345]: Training Loss: 0.0011118, Valid MRR: 0.32493, + + + +2023-05-10 01:37:46,175 - [INFO] - [E:346| 0]: Train Loss:0.0011268, Val MRR:0.32493, yago11k +2023-05-10 01:39:29,079 - [INFO] - [E:346| 100]: Train Loss:0.0011132, Val MRR:0.32493, yago11k +2023-05-10 01:41:13,387 - [INFO] - [E:346| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k +2023-05-10 01:42:57,523 - [INFO] - [E:346| 300]: Train Loss:0.0011119, Val MRR:0.32493, yago11k +2023-05-10 01:44:29,884 - [INFO] - [E:346| 400]: Train Loss:0.001112, Val MRR:0.32493, yago11k +2023-05-10 01:46:14,769 - [INFO] - [E:346| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k +2023-05-10 01:47:59,469 - [INFO] - [E:346| 600]: Train Loss:0.0011119, Val MRR:0.32493, yago11k +2023-05-10 01:47:59,469 - [INFO] - [Epoch:346]: Training Loss:0.001112 + +2023-05-10 01:47:59,732 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:48:21,160 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:48:42,591 - [INFO] - [Evaluating Epoch 346 valid]: + MRR: Tail : 0.41467, Head : 0.23472, Avg : 0.32469 + +2023-05-10 01:48:42,592 - [INFO] - [Epoch 346]: Training Loss: 0.0011119, Valid MRR: 0.32493, + + + +2023-05-10 01:48:43,416 - [INFO] - [E:347| 0]: Train Loss:0.0011001, Val MRR:0.32493, yago11k +2023-05-10 01:50:27,388 - [INFO] - [E:347| 100]: Train Loss:0.0011127, Val MRR:0.32493, yago11k +2023-05-10 01:52:01,218 - [INFO] - [E:347| 200]: Train Loss:0.0011121, Val MRR:0.32493, yago11k +2023-05-10 01:53:44,274 - [INFO] - [E:347| 300]: Train Loss:0.0011111, Val MRR:0.32493, yago11k +2023-05-10 01:55:28,551 - [INFO] - [E:347| 400]: Train Loss:0.0011112, Val MRR:0.32493, yago11k +2023-05-10 01:57:12,796 - [INFO] - [E:347| 500]: Train Loss:0.0011115, Val MRR:0.32493, yago11k +2023-05-10 01:58:56,950 - [INFO] - [E:347| 600]: Train Loss:0.0011114, Val MRR:0.32493, yago11k +2023-05-10 01:58:56,951 - [INFO] - [Epoch:347]: Training Loss:0.001111 + +2023-05-10 01:58:57,431 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 01:59:18,664 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 01:59:39,815 - [INFO] - [Evaluating Epoch 347 valid]: + MRR: Tail : 0.40955, Head : 0.23336, Avg : 0.32146 + +2023-05-10 01:59:39,815 - [INFO] - [Epoch 347]: Training Loss: 0.0011114, Valid MRR: 0.32493, + + + +2023-05-10 01:59:40,906 - [INFO] - [E:348| 0]: Train Loss:0.0011033, Val MRR:0.32493, yago11k +2023-05-10 02:01:13,995 - [INFO] - [E:348| 100]: Train Loss:0.0011125, Val MRR:0.32493, yago11k +2023-05-10 02:02:58,178 - [INFO] - [E:348| 200]: Train Loss:0.0011124, Val MRR:0.32493, yago11k +2023-05-10 02:04:42,126 - [INFO] - [E:348| 300]: Train Loss:0.0011117, Val MRR:0.32493, yago11k +2023-05-10 02:06:26,070 - [INFO] - [E:348| 400]: Train Loss:0.0011119, Val MRR:0.32493, yago11k +2023-05-10 02:08:10,066 - [INFO] - [E:348| 500]: Train Loss:0.0011118, Val MRR:0.32493, yago11k +2023-05-10 02:09:41,962 - [INFO] - [E:348| 600]: Train Loss:0.0011117, Val MRR:0.32493, yago11k +2023-05-10 02:09:41,962 - [INFO] - [Epoch:348]: Training Loss:0.001112 + +2023-05-10 02:09:42,319 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:10:03,793 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:10:27,143 - [INFO] - [Evaluating Epoch 348 valid]: + MRR: Tail : 0.41643, Head : 0.23419, Avg : 0.32531 + +2023-05-10 02:10:31,337 - [INFO] - [Epoch 348]: Training Loss: 0.0011117, Valid MRR: 0.32531, + + + +2023-05-10 02:10:32,528 - [INFO] - [E:349| 0]: Train Loss:0.0011171, Val MRR:0.32531, yago11k +2023-05-10 02:12:16,859 - [INFO] - [E:349| 100]: Train Loss:0.0011087, Val MRR:0.32531, yago11k +2023-05-10 02:14:01,184 - [INFO] - [E:349| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k +2023-05-10 02:15:45,410 - [INFO] - [E:349| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 02:17:30,401 - [INFO] - [E:349| 400]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 02:19:03,473 - [INFO] - [E:349| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k +2023-05-10 02:20:47,445 - [INFO] - [E:349| 600]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 02:20:47,445 - [INFO] - [Epoch:349]: Training Loss:0.001111 + +2023-05-10 02:20:47,947 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:21:08,887 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:21:30,194 - [INFO] - [Evaluating Epoch 349 valid]: + MRR: Tail : 0.41184, Head : 0.23437, Avg : 0.3231 + MR: Tail : 668.75, Head : 990.1, Avg : 829.42 + Hit-1: Tail : 0.33079, Head : 0.192, Avg : 0.26139 + Hit-3: Tail : 0.44887, Head : 0.23131, Avg : 0.34009 + Hit-10: Tail : 0.57474, Head : 0.31801, Avg : 0.44637 +2023-05-10 02:21:30,194 - [INFO] - [Epoch 349]: Training Loss: 0.0011114, Valid MRR: 0.32531, + + + +2023-05-10 02:21:31,300 - [INFO] - [E:350| 0]: Train Loss:0.0011127, Val MRR:0.32531, yago11k +2023-05-10 02:23:15,918 - [INFO] - [E:350| 100]: Train Loss:0.0011109, Val MRR:0.32531, yago11k +2023-05-10 02:25:00,010 - [INFO] - [E:350| 200]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 02:26:42,856 - [INFO] - [E:350| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 02:28:17,445 - [INFO] - [E:350| 400]: Train Loss:0.0011113, Val MRR:0.32531, yago11k +2023-05-10 02:30:02,212 - [INFO] - [E:350| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 02:31:47,182 - [INFO] - [E:350| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k +2023-05-10 02:31:47,182 - [INFO] - [Epoch:350]: Training Loss:0.001111 + +2023-05-10 02:31:47,520 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:32:09,085 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:32:30,614 - [INFO] - [Evaluating Epoch 350 valid]: + MRR: Tail : 0.40795, Head : 0.23269, Avg : 0.32032 + +2023-05-10 02:32:30,615 - [INFO] - [Epoch 350]: Training Loss: 0.0011113, Valid MRR: 0.32531, + + + +2023-05-10 02:32:31,614 - [INFO] - [E:351| 0]: Train Loss:0.0011166, Val MRR:0.32531, yago11k +2023-05-10 02:34:17,380 - [INFO] - [E:351| 100]: Train Loss:0.0011093, Val MRR:0.32531, yago11k +2023-05-10 02:35:50,476 - [INFO] - [E:351| 200]: Train Loss:0.0011113, Val MRR:0.32531, yago11k +2023-05-10 02:37:35,786 - [INFO] - [E:351| 300]: Train Loss:0.0011117, Val MRR:0.32531, yago11k +2023-05-10 02:39:21,114 - [INFO] - [E:351| 400]: Train Loss:0.0011116, Val MRR:0.32531, yago11k +2023-05-10 02:41:05,971 - [INFO] - [E:351| 500]: Train Loss:0.0011116, Val MRR:0.32531, yago11k +2023-05-10 02:42:50,188 - [INFO] - [E:351| 600]: Train Loss:0.0011115, Val MRR:0.32531, yago11k +2023-05-10 02:42:50,189 - [INFO] - [Epoch:351]: Training Loss:0.001112 + +2023-05-10 02:42:50,608 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:43:12,269 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:43:33,184 - [INFO] - [Evaluating Epoch 351 valid]: + MRR: Tail : 0.41226, Head : 0.23622, Avg : 0.32424 + +2023-05-10 02:43:33,184 - [INFO] - [Epoch 351]: Training Loss: 0.0011115, Valid MRR: 0.32531, + + + +2023-05-10 02:43:34,392 - [INFO] - [E:352| 0]: Train Loss:0.001094, Val MRR:0.32531, yago11k +2023-05-10 02:45:06,427 - [INFO] - [E:352| 100]: Train Loss:0.0011097, Val MRR:0.32531, yago11k +2023-05-10 02:46:50,505 - [INFO] - [E:352| 200]: Train Loss:0.0011116, Val MRR:0.32531, yago11k +2023-05-10 02:48:34,426 - [INFO] - [E:352| 300]: Train Loss:0.0011107, Val MRR:0.32531, yago11k +2023-05-10 02:50:18,161 - [INFO] - [E:352| 400]: Train Loss:0.0011109, Val MRR:0.32531, yago11k +2023-05-10 02:52:01,514 - [INFO] - [E:352| 500]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 02:53:32,866 - [INFO] - [E:352| 600]: Train Loss:0.0011112, Val MRR:0.32531, yago11k +2023-05-10 02:53:32,866 - [INFO] - [Epoch:352]: Training Loss:0.001111 + +2023-05-10 02:53:33,388 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 02:53:54,682 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 02:54:15,664 - [INFO] - [Evaluating Epoch 352 valid]: + MRR: Tail : 0.41012, Head : 0.23674, Avg : 0.32343 + +2023-05-10 02:54:15,664 - [INFO] - [Epoch 352]: Training Loss: 0.0011112, Valid MRR: 0.32531, + + + +2023-05-10 02:54:16,871 - [INFO] - [E:353| 0]: Train Loss:0.0011287, Val MRR:0.32531, yago11k +2023-05-10 02:56:01,279 - [INFO] - [E:353| 100]: Train Loss:0.00111, Val MRR:0.32531, yago11k +2023-05-10 02:57:45,504 - [INFO] - [E:353| 200]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 02:59:32,331 - [INFO] - [E:353| 300]: Train Loss:0.001111, Val MRR:0.32531, yago11k +2023-05-10 03:01:16,457 - [INFO] - [E:353| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 03:02:48,572 - [INFO] - [E:353| 500]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 03:04:32,506 - [INFO] - [E:353| 600]: Train Loss:0.0011107, Val MRR:0.32531, yago11k +2023-05-10 03:04:32,506 - [INFO] - [Epoch:353]: Training Loss:0.001111 + +2023-05-10 03:04:32,906 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:04:54,469 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:05:15,697 - [INFO] - [Evaluating Epoch 353 valid]: + MRR: Tail : 0.41174, Head : 0.23477, Avg : 0.32325 + +2023-05-10 03:05:15,698 - [INFO] - [Epoch 353]: Training Loss: 0.0011107, Valid MRR: 0.32531, + + + +2023-05-10 03:05:16,576 - [INFO] - [E:354| 0]: Train Loss:0.0011032, Val MRR:0.32531, yago11k +2023-05-10 03:07:01,564 - [INFO] - [E:354| 100]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 03:08:43,091 - [INFO] - [E:354| 200]: Train Loss:0.0011093, Val MRR:0.32531, yago11k +2023-05-10 03:10:15,621 - [INFO] - [E:354| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 03:11:58,864 - [INFO] - [E:354| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 03:13:42,934 - [INFO] - [E:354| 500]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 03:15:26,871 - [INFO] - [E:354| 600]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 03:15:26,872 - [INFO] - [Epoch:354]: Training Loss:0.001111 + +2023-05-10 03:15:27,205 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:15:48,291 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:16:09,718 - [INFO] - [Evaluating Epoch 354 valid]: + MRR: Tail : 0.41285, Head : 0.23582, Avg : 0.32434 + +2023-05-10 03:16:09,718 - [INFO] - [Epoch 354]: Training Loss: 0.0011111, Valid MRR: 0.32531, + + + +2023-05-10 03:16:10,665 - [INFO] - [E:355| 0]: Train Loss:0.0010886, Val MRR:0.32531, yago11k +2023-05-10 03:17:54,268 - [INFO] - [E:355| 100]: Train Loss:0.0011075, Val MRR:0.32531, yago11k +2023-05-10 03:19:26,956 - [INFO] - [E:355| 200]: Train Loss:0.0011097, Val MRR:0.32531, yago11k +2023-05-10 03:21:12,177 - [INFO] - [E:355| 300]: Train Loss:0.0011104, Val MRR:0.32531, yago11k +2023-05-10 03:22:56,658 - [INFO] - [E:355| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k +2023-05-10 03:24:41,453 - [INFO] - [E:355| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k +2023-05-10 03:26:27,029 - [INFO] - [E:355| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k +2023-05-10 03:26:27,029 - [INFO] - [Epoch:355]: Training Loss:0.001111 + +2023-05-10 03:26:27,292 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:26:48,962 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:27:10,048 - [INFO] - [Evaluating Epoch 355 valid]: + MRR: Tail : 0.40854, Head : 0.23383, Avg : 0.32118 + +2023-05-10 03:27:10,048 - [INFO] - [Epoch 355]: Training Loss: 0.0011113, Valid MRR: 0.32531, + + + +2023-05-10 03:27:11,288 - [INFO] - [E:356| 0]: Train Loss:0.0011346, Val MRR:0.32531, yago11k +2023-05-10 03:28:43,583 - [INFO] - [E:356| 100]: Train Loss:0.0011136, Val MRR:0.32531, yago11k +2023-05-10 03:30:28,071 - [INFO] - [E:356| 200]: Train Loss:0.0011112, Val MRR:0.32531, yago11k +2023-05-10 03:32:12,316 - [INFO] - [E:356| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 03:33:56,344 - [INFO] - [E:356| 400]: Train Loss:0.0011111, Val MRR:0.32531, yago11k +2023-05-10 03:35:39,867 - [INFO] - [E:356| 500]: Train Loss:0.0011108, Val MRR:0.32531, yago11k +2023-05-10 03:37:11,168 - [INFO] - [E:356| 600]: Train Loss:0.001111, Val MRR:0.32531, yago11k +2023-05-10 03:37:11,168 - [INFO] - [Epoch:356]: Training Loss:0.001111 + +2023-05-10 03:37:11,511 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:37:32,641 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:37:54,207 - [INFO] - [Evaluating Epoch 356 valid]: + MRR: Tail : 0.41356, Head : 0.23486, Avg : 0.32421 + +2023-05-10 03:37:54,207 - [INFO] - [Epoch 356]: Training Loss: 0.001111, Valid MRR: 0.32531, + + + +2023-05-10 03:37:55,086 - [INFO] - [E:357| 0]: Train Loss:0.0011066, Val MRR:0.32531, yago11k +2023-05-10 03:39:39,161 - [INFO] - [E:357| 100]: Train Loss:0.0011104, Val MRR:0.32531, yago11k +2023-05-10 03:41:23,508 - [INFO] - [E:357| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k +2023-05-10 03:43:07,397 - [INFO] - [E:357| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 03:44:47,864 - [INFO] - [E:357| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k +2023-05-10 03:46:25,712 - [INFO] - [E:357| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k +2023-05-10 03:48:08,832 - [INFO] - [E:357| 600]: Train Loss:0.0011109, Val MRR:0.32531, yago11k +2023-05-10 03:48:08,832 - [INFO] - [Epoch:357]: Training Loss:0.001111 + +2023-05-10 03:48:09,094 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:48:30,749 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:48:51,740 - [INFO] - [Evaluating Epoch 357 valid]: + MRR: Tail : 0.4119, Head : 0.23587, Avg : 0.32389 + +2023-05-10 03:48:51,740 - [INFO] - [Epoch 357]: Training Loss: 0.0011109, Valid MRR: 0.32531, + + + +2023-05-10 03:48:52,952 - [INFO] - [E:358| 0]: Train Loss:0.0011119, Val MRR:0.32531, yago11k +2023-05-10 03:50:35,872 - [INFO] - [E:358| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k +2023-05-10 03:52:19,551 - [INFO] - [E:358| 200]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 03:53:51,448 - [INFO] - [E:358| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 03:55:34,472 - [INFO] - [E:358| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 03:57:19,075 - [INFO] - [E:358| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k +2023-05-10 03:59:02,296 - [INFO] - [E:358| 600]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 03:59:02,297 - [INFO] - [Epoch:358]: Training Loss:0.00111 + +2023-05-10 03:59:02,817 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 03:59:24,173 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 03:59:45,428 - [INFO] - [Evaluating Epoch 358 valid]: + MRR: Tail : 0.40989, Head : 0.23456, Avg : 0.32222 + +2023-05-10 03:59:45,428 - [INFO] - [Epoch 358]: Training Loss: 0.0011105, Valid MRR: 0.32531, + + + +2023-05-10 03:59:46,493 - [INFO] - [E:359| 0]: Train Loss:0.0011195, Val MRR:0.32531, yago11k +2023-05-10 04:01:30,964 - [INFO] - [E:359| 100]: Train Loss:0.0011092, Val MRR:0.32531, yago11k +2023-05-10 04:03:02,784 - [INFO] - [E:359| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k +2023-05-10 04:04:46,390 - [INFO] - [E:359| 300]: Train Loss:0.0011099, Val MRR:0.32531, yago11k +2023-05-10 04:06:29,616 - [INFO] - [E:359| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 04:08:12,573 - [INFO] - [E:359| 500]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 04:09:55,276 - [INFO] - [E:359| 600]: Train Loss:0.0011099, Val MRR:0.32531, yago11k +2023-05-10 04:09:55,277 - [INFO] - [Epoch:359]: Training Loss:0.00111 + +2023-05-10 04:09:55,670 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:10:16,851 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:10:37,941 - [INFO] - [Evaluating Epoch 359 valid]: + MRR: Tail : 0.41208, Head : 0.2354, Avg : 0.32374 + MR: Tail : 631.35, Head : 995.35, Avg : 813.35 + Hit-1: Tail : 0.32759, Head : 0.19241, Avg : 0.26 + Hit-3: Tail : 0.45179, Head : 0.23451, Avg : 0.34315 + Hit-10: Tail : 0.57655, Head : 0.31412, Avg : 0.44533 +2023-05-10 04:10:37,942 - [INFO] - [Epoch 359]: Training Loss: 0.0011099, Valid MRR: 0.32531, + + + +2023-05-10 04:10:38,903 - [INFO] - [E:360| 0]: Train Loss:0.0011155, Val MRR:0.32531, yago11k +2023-05-10 04:12:11,818 - [INFO] - [E:360| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k +2023-05-10 04:13:54,886 - [INFO] - [E:360| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k +2023-05-10 04:15:38,742 - [INFO] - [E:360| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 04:17:22,792 - [INFO] - [E:360| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k +2023-05-10 04:19:06,098 - [INFO] - [E:360| 500]: Train Loss:0.0011101, Val MRR:0.32531, yago11k +2023-05-10 04:20:38,402 - [INFO] - [E:360| 600]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 04:20:38,402 - [INFO] - [Epoch:360]: Training Loss:0.00111 + +2023-05-10 04:20:38,835 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:21:00,458 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:21:21,282 - [INFO] - [Evaluating Epoch 360 valid]: + MRR: Tail : 0.41257, Head : 0.23483, Avg : 0.3237 + +2023-05-10 04:21:21,282 - [INFO] - [Epoch 360]: Training Loss: 0.0011103, Valid MRR: 0.32531, + + + +2023-05-10 04:21:22,483 - [INFO] - [E:361| 0]: Train Loss:0.0010965, Val MRR:0.32531, yago11k +2023-05-10 04:23:07,476 - [INFO] - [E:361| 100]: Train Loss:0.0011086, Val MRR:0.32531, yago11k +2023-05-10 04:24:52,011 - [INFO] - [E:361| 200]: Train Loss:0.0011094, Val MRR:0.32531, yago11k +2023-05-10 04:26:36,927 - [INFO] - [E:361| 300]: Train Loss:0.0011098, Val MRR:0.32531, yago11k +2023-05-10 04:28:18,641 - [INFO] - [E:361| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 04:29:53,534 - [INFO] - [E:361| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k +2023-05-10 04:31:36,441 - [INFO] - [E:361| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 04:31:36,441 - [INFO] - [Epoch:361]: Training Loss:0.00111 + +2023-05-10 04:31:36,952 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:31:58,195 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:32:19,112 - [INFO] - [Evaluating Epoch 361 valid]: + MRR: Tail : 0.41181, Head : 0.2345, Avg : 0.32316 + +2023-05-10 04:32:19,112 - [INFO] - [Epoch 361]: Training Loss: 0.0011102, Valid MRR: 0.32531, + + + +2023-05-10 04:32:20,278 - [INFO] - [E:362| 0]: Train Loss:0.0011196, Val MRR:0.32531, yago11k +2023-05-10 04:34:04,321 - [INFO] - [E:362| 100]: Train Loss:0.0011124, Val MRR:0.32531, yago11k +2023-05-10 04:35:50,930 - [INFO] - [E:362| 200]: Train Loss:0.0011106, Val MRR:0.32531, yago11k +2023-05-10 04:37:22,596 - [INFO] - [E:362| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k +2023-05-10 04:39:04,963 - [INFO] - [E:362| 400]: Train Loss:0.0011096, Val MRR:0.32531, yago11k +2023-05-10 04:40:46,754 - [INFO] - [E:362| 500]: Train Loss:0.00111, Val MRR:0.32531, yago11k +2023-05-10 04:42:29,566 - [INFO] - [E:362| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k +2023-05-10 04:42:29,566 - [INFO] - [Epoch:362]: Training Loss:0.00111 + +2023-05-10 04:42:29,968 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:42:51,386 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:43:12,478 - [INFO] - [Evaluating Epoch 362 valid]: + MRR: Tail : 0.41506, Head : 0.23586, Avg : 0.32546 + +2023-05-10 04:43:13,480 - [INFO] - [Epoch 362]: Training Loss: 0.0011102, Valid MRR: 0.32546, + + + +2023-05-10 04:43:14,689 - [INFO] - [E:363| 0]: Train Loss:0.001097, Val MRR:0.32546, yago11k +2023-05-10 04:44:59,188 - [INFO] - [E:363| 100]: Train Loss:0.0011074, Val MRR:0.32546, yago11k +2023-05-10 04:46:32,103 - [INFO] - [E:363| 200]: Train Loss:0.0011069, Val MRR:0.32546, yago11k +2023-05-10 04:48:15,719 - [INFO] - [E:363| 300]: Train Loss:0.0011075, Val MRR:0.32546, yago11k +2023-05-10 04:50:00,395 - [INFO] - [E:363| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k +2023-05-10 04:51:44,528 - [INFO] - [E:363| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k +2023-05-10 04:53:28,080 - [INFO] - [E:363| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 04:53:28,080 - [INFO] - [Epoch:363]: Training Loss:0.00111 + +2023-05-10 04:53:28,343 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 04:53:49,861 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 04:54:10,537 - [INFO] - [Evaluating Epoch 363 valid]: + MRR: Tail : 0.40907, Head : 0.23482, Avg : 0.32195 + +2023-05-10 04:54:10,537 - [INFO] - [Epoch 363]: Training Loss: 0.0011098, Valid MRR: 0.32546, + + + +2023-05-10 04:54:11,190 - [INFO] - [E:364| 0]: Train Loss:0.001101, Val MRR:0.32546, yago11k +2023-05-10 04:55:44,198 - [INFO] - [E:364| 100]: Train Loss:0.0011094, Val MRR:0.32546, yago11k +2023-05-10 04:57:28,265 - [INFO] - [E:364| 200]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 04:59:12,193 - [INFO] - [E:364| 300]: Train Loss:0.0011101, Val MRR:0.32546, yago11k +2023-05-10 05:00:55,734 - [INFO] - [E:364| 400]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 05:02:40,002 - [INFO] - [E:364| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:04:11,865 - [INFO] - [E:364| 600]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 05:04:11,865 - [INFO] - [Epoch:364]: Training Loss:0.00111 + +2023-05-10 05:04:12,286 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:04:33,782 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:04:54,372 - [INFO] - [Evaluating Epoch 364 valid]: + MRR: Tail : 0.40885, Head : 0.23474, Avg : 0.32179 + +2023-05-10 05:04:54,372 - [INFO] - [Epoch 364]: Training Loss: 0.0011102, Valid MRR: 0.32546, + + + +2023-05-10 05:04:55,598 - [INFO] - [E:365| 0]: Train Loss:0.0010968, Val MRR:0.32546, yago11k +2023-05-10 05:06:39,583 - [INFO] - [E:365| 100]: Train Loss:0.0011108, Val MRR:0.32546, yago11k +2023-05-10 05:08:24,174 - [INFO] - [E:365| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k +2023-05-10 05:10:09,197 - [INFO] - [E:365| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 05:11:45,800 - [INFO] - [E:365| 400]: Train Loss:0.0011094, Val MRR:0.32546, yago11k +2023-05-10 05:13:26,472 - [INFO] - [E:365| 500]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 05:15:09,956 - [INFO] - [E:365| 600]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:15:09,956 - [INFO] - [Epoch:365]: Training Loss:0.00111 + +2023-05-10 05:15:10,219 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:15:31,600 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:15:52,662 - [INFO] - [Evaluating Epoch 365 valid]: + MRR: Tail : 0.41442, Head : 0.23501, Avg : 0.32472 + +2023-05-10 05:15:52,662 - [INFO] - [Epoch 365]: Training Loss: 0.0011099, Valid MRR: 0.32546, + + + +2023-05-10 05:15:53,739 - [INFO] - [E:366| 0]: Train Loss:0.0010852, Val MRR:0.32546, yago11k +2023-05-10 05:17:38,388 - [INFO] - [E:366| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k +2023-05-10 05:19:22,583 - [INFO] - [E:366| 200]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 05:20:55,258 - [INFO] - [E:366| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 05:22:41,399 - [INFO] - [E:366| 400]: Train Loss:0.0011091, Val MRR:0.32546, yago11k +2023-05-10 05:24:24,637 - [INFO] - [E:366| 500]: Train Loss:0.0011091, Val MRR:0.32546, yago11k +2023-05-10 05:26:07,578 - [INFO] - [E:366| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 05:26:07,579 - [INFO] - [Epoch:366]: Training Loss:0.001109 + +2023-05-10 05:26:07,841 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:26:29,598 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:26:50,556 - [INFO] - [Evaluating Epoch 366 valid]: + MRR: Tail : 0.41467, Head : 0.2334, Avg : 0.32404 + +2023-05-10 05:26:50,556 - [INFO] - [Epoch 366]: Training Loss: 0.0011093, Valid MRR: 0.32546, + + + +2023-05-10 05:26:51,792 - [INFO] - [E:367| 0]: Train Loss:0.0011053, Val MRR:0.32546, yago11k +2023-05-10 05:28:36,130 - [INFO] - [E:367| 100]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 05:30:09,017 - [INFO] - [E:367| 200]: Train Loss:0.0011101, Val MRR:0.32546, yago11k +2023-05-10 05:31:54,426 - [INFO] - [E:367| 300]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:33:39,370 - [INFO] - [E:367| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k +2023-05-10 05:35:23,534 - [INFO] - [E:367| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:37:07,343 - [INFO] - [E:367| 600]: Train Loss:0.00111, Val MRR:0.32546, yago11k +2023-05-10 05:37:07,343 - [INFO] - [Epoch:367]: Training Loss:0.00111 + +2023-05-10 05:37:07,682 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:37:29,163 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:37:47,895 - [INFO] - [Evaluating Epoch 367 valid]: + MRR: Tail : 0.41202, Head : 0.23621, Avg : 0.32411 + +2023-05-10 05:37:47,895 - [INFO] - [Epoch 367]: Training Loss: 0.00111, Valid MRR: 0.32546, + + + +2023-05-10 05:37:48,541 - [INFO] - [E:368| 0]: Train Loss:0.0011136, Val MRR:0.32546, yago11k +2023-05-10 05:39:23,381 - [INFO] - [E:368| 100]: Train Loss:0.0011097, Val MRR:0.32546, yago11k +2023-05-10 05:41:07,304 - [INFO] - [E:368| 200]: Train Loss:0.0011092, Val MRR:0.32546, yago11k +2023-05-10 05:42:51,832 - [INFO] - [E:368| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 05:44:35,292 - [INFO] - [E:368| 400]: Train Loss:0.0011092, Val MRR:0.32546, yago11k +2023-05-10 05:46:18,227 - [INFO] - [E:368| 500]: Train Loss:0.0011095, Val MRR:0.32546, yago11k +2023-05-10 05:47:49,964 - [INFO] - [E:368| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k +2023-05-10 05:47:49,964 - [INFO] - [Epoch:368]: Training Loss:0.00111 + +2023-05-10 05:47:50,352 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:48:11,632 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:48:32,300 - [INFO] - [Evaluating Epoch 368 valid]: + MRR: Tail : 0.41459, Head : 0.23629, Avg : 0.32544 + +2023-05-10 05:48:32,300 - [INFO] - [Epoch 368]: Training Loss: 0.0011097, Valid MRR: 0.32546, + + + +2023-05-10 05:48:33,514 - [INFO] - [E:369| 0]: Train Loss:0.0011026, Val MRR:0.32546, yago11k +2023-05-10 05:50:17,210 - [INFO] - [E:369| 100]: Train Loss:0.0011091, Val MRR:0.32546, yago11k +2023-05-10 05:52:01,379 - [INFO] - [E:369| 200]: Train Loss:0.0011088, Val MRR:0.32546, yago11k +2023-05-10 05:53:45,536 - [INFO] - [E:369| 300]: Train Loss:0.0011088, Val MRR:0.32546, yago11k +2023-05-10 05:55:22,170 - [INFO] - [E:369| 400]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 05:57:03,329 - [INFO] - [E:369| 500]: Train Loss:0.0011101, Val MRR:0.32546, yago11k +2023-05-10 05:58:46,930 - [INFO] - [E:369| 600]: Train Loss:0.0011103, Val MRR:0.32546, yago11k +2023-05-10 05:58:46,930 - [INFO] - [Epoch:369]: Training Loss:0.00111 + +2023-05-10 05:58:47,275 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 05:59:08,703 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 05:59:30,013 - [INFO] - [Evaluating Epoch 369 valid]: + MRR: Tail : 0.40923, Head : 0.23334, Avg : 0.32128 + MR: Tail : 646.99, Head : 1011.7, Avg : 829.36 + Hit-1: Tail : 0.32592, Head : 0.19144, Avg : 0.25868 + Hit-3: Tail : 0.44512, Head : 0.23145, Avg : 0.33829 + Hit-10: Tail : 0.5721, Head : 0.31398, Avg : 0.44304 +2023-05-10 05:59:30,014 - [INFO] - [Epoch 369]: Training Loss: 0.0011103, Valid MRR: 0.32546, + + + +2023-05-10 05:59:31,196 - [INFO] - [E:370| 0]: Train Loss:0.0011272, Val MRR:0.32546, yago11k +2023-05-10 06:01:15,522 - [INFO] - [E:370| 100]: Train Loss:0.0011086, Val MRR:0.32546, yago11k +2023-05-10 06:02:59,951 - [INFO] - [E:370| 200]: Train Loss:0.0011085, Val MRR:0.32546, yago11k +2023-05-10 06:04:32,842 - [INFO] - [E:370| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 06:06:17,817 - [INFO] - [E:370| 400]: Train Loss:0.0011106, Val MRR:0.32546, yago11k +2023-05-10 06:08:02,184 - [INFO] - [E:370| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 06:09:46,353 - [INFO] - [E:370| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k +2023-05-10 06:09:46,354 - [INFO] - [Epoch:370]: Training Loss:0.00111 + +2023-05-10 06:09:46,622 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:10:07,703 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:10:31,284 - [INFO] - [Evaluating Epoch 370 valid]: + MRR: Tail : 0.41285, Head : 0.23603, Avg : 0.32444 + +2023-05-10 06:10:31,284 - [INFO] - [Epoch 370]: Training Loss: 0.0011098, Valid MRR: 0.32546, + + + +2023-05-10 06:10:32,485 - [INFO] - [E:371| 0]: Train Loss:0.0010929, Val MRR:0.32546, yago11k +2023-05-10 06:12:14,737 - [INFO] - [E:371| 100]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 06:13:47,835 - [INFO] - [E:371| 200]: Train Loss:0.0011099, Val MRR:0.32546, yago11k +2023-05-10 06:15:31,783 - [INFO] - [E:371| 300]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 06:17:15,521 - [INFO] - [E:371| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k +2023-05-10 06:18:59,533 - [INFO] - [E:371| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k +2023-05-10 06:20:43,429 - [INFO] - [E:371| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k +2023-05-10 06:20:43,430 - [INFO] - [Epoch:371]: Training Loss:0.00111 + +2023-05-10 06:20:43,950 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:21:04,968 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:21:25,229 - [INFO] - [Evaluating Epoch 371 valid]: + MRR: Tail : 0.41001, Head : 0.23481, Avg : 0.32241 + +2023-05-10 06:21:25,230 - [INFO] - [Epoch 371]: Training Loss: 0.0011097, Valid MRR: 0.32546, + + + +2023-05-10 06:21:25,898 - [INFO] - [E:372| 0]: Train Loss:0.0011, Val MRR:0.32546, yago11k +2023-05-10 06:23:00,322 - [INFO] - [E:372| 100]: Train Loss:0.0011082, Val MRR:0.32546, yago11k +2023-05-10 06:24:45,079 - [INFO] - [E:372| 200]: Train Loss:0.0011078, Val MRR:0.32546, yago11k +2023-05-10 06:26:29,354 - [INFO] - [E:372| 300]: Train Loss:0.0011081, Val MRR:0.32546, yago11k +2023-05-10 06:28:13,585 - [INFO] - [E:372| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k +2023-05-10 06:29:58,715 - [INFO] - [E:372| 500]: Train Loss:0.0011087, Val MRR:0.32546, yago11k +2023-05-10 06:31:31,096 - [INFO] - [E:372| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 06:31:31,097 - [INFO] - [Epoch:372]: Training Loss:0.001109 + +2023-05-10 06:31:31,359 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:31:52,988 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:32:13,926 - [INFO] - [Evaluating Epoch 372 valid]: + MRR: Tail : 0.4153, Head : 0.23479, Avg : 0.32505 + +2023-05-10 06:32:13,926 - [INFO] - [Epoch 372]: Training Loss: 0.0011089, Valid MRR: 0.32546, + + + +2023-05-10 06:32:15,132 - [INFO] - [E:373| 0]: Train Loss:0.0011043, Val MRR:0.32546, yago11k +2023-05-10 06:33:59,387 - [INFO] - [E:373| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k +2023-05-10 06:35:44,241 - [INFO] - [E:373| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k +2023-05-10 06:37:28,153 - [INFO] - [E:373| 300]: Train Loss:0.0011095, Val MRR:0.32546, yago11k +2023-05-10 06:39:06,282 - [INFO] - [E:373| 400]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 06:40:46,170 - [INFO] - [E:373| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k +2023-05-10 06:42:30,254 - [INFO] - [E:373| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k +2023-05-10 06:42:30,254 - [INFO] - [Epoch:373]: Training Loss:0.001109 + +2023-05-10 06:42:30,733 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:42:51,763 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:43:12,891 - [INFO] - [Evaluating Epoch 373 valid]: + MRR: Tail : 0.41373, Head : 0.2333, Avg : 0.32351 + +2023-05-10 06:43:12,891 - [INFO] - [Epoch 373]: Training Loss: 0.0011093, Valid MRR: 0.32546, + + + +2023-05-10 06:43:14,064 - [INFO] - [E:374| 0]: Train Loss:0.0011373, Val MRR:0.32546, yago11k +2023-05-10 06:44:58,634 - [INFO] - [E:374| 100]: Train Loss:0.0011103, Val MRR:0.32546, yago11k +2023-05-10 06:46:42,952 - [INFO] - [E:374| 200]: Train Loss:0.0011082, Val MRR:0.32546, yago11k +2023-05-10 06:48:15,723 - [INFO] - [E:374| 300]: Train Loss:0.0011087, Val MRR:0.32546, yago11k +2023-05-10 06:50:00,410 - [INFO] - [E:374| 400]: Train Loss:0.0011088, Val MRR:0.32546, yago11k +2023-05-10 06:51:44,862 - [INFO] - [E:374| 500]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 06:53:28,952 - [INFO] - [E:374| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k +2023-05-10 06:53:28,952 - [INFO] - [Epoch:374]: Training Loss:0.001109 + +2023-05-10 06:53:29,412 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 06:53:50,790 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 06:54:12,327 - [INFO] - [Evaluating Epoch 374 valid]: + MRR: Tail : 0.41777, Head : 0.23455, Avg : 0.32616 + +2023-05-10 06:54:13,341 - [INFO] - [Epoch 374]: Training Loss: 0.0011089, Valid MRR: 0.32616, + + + +2023-05-10 06:54:14,552 - [INFO] - [E:375| 0]: Train Loss:0.0011025, Val MRR:0.32616, yago11k +2023-05-10 06:55:58,962 - [INFO] - [E:375| 100]: Train Loss:0.0011089, Val MRR:0.32616, yago11k +2023-05-10 06:57:32,736 - [INFO] - [E:375| 200]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 06:59:19,289 - [INFO] - [E:375| 300]: Train Loss:0.0011092, Val MRR:0.32616, yago11k +2023-05-10 07:01:04,039 - [INFO] - [E:375| 400]: Train Loss:0.0011091, Val MRR:0.32616, yago11k +2023-05-10 07:02:48,676 - [INFO] - [E:375| 500]: Train Loss:0.0011097, Val MRR:0.32616, yago11k +2023-05-10 07:04:33,381 - [INFO] - [E:375| 600]: Train Loss:0.0011093, Val MRR:0.32616, yago11k +2023-05-10 07:04:33,381 - [INFO] - [Epoch:375]: Training Loss:0.001109 + +2023-05-10 07:04:33,906 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:04:55,483 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:05:16,638 - [INFO] - [Evaluating Epoch 375 valid]: + MRR: Tail : 0.41037, Head : 0.23487, Avg : 0.32262 + +2023-05-10 07:05:16,638 - [INFO] - [Epoch 375]: Training Loss: 0.0011093, Valid MRR: 0.32616, + + + +2023-05-10 07:05:17,754 - [INFO] - [E:376| 0]: Train Loss:0.0010846, Val MRR:0.32616, yago11k +2023-05-10 07:06:50,208 - [INFO] - [E:376| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 07:08:34,460 - [INFO] - [E:376| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 07:10:18,758 - [INFO] - [E:376| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 07:12:03,363 - [INFO] - [E:376| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 07:13:47,400 - [INFO] - [E:376| 500]: Train Loss:0.0011085, Val MRR:0.32616, yago11k +2023-05-10 07:15:19,104 - [INFO] - [E:376| 600]: Train Loss:0.001109, Val MRR:0.32616, yago11k +2023-05-10 07:15:19,104 - [INFO] - [Epoch:376]: Training Loss:0.001109 + +2023-05-10 07:15:19,475 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:15:41,332 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:16:02,603 - [INFO] - [Evaluating Epoch 376 valid]: + MRR: Tail : 0.41399, Head : 0.23409, Avg : 0.32404 + +2023-05-10 07:16:02,603 - [INFO] - [Epoch 376]: Training Loss: 0.001109, Valid MRR: 0.32616, + + + +2023-05-10 07:16:03,697 - [INFO] - [E:377| 0]: Train Loss:0.0010974, Val MRR:0.32616, yago11k +2023-05-10 07:17:48,224 - [INFO] - [E:377| 100]: Train Loss:0.0011097, Val MRR:0.32616, yago11k +2023-05-10 07:19:33,312 - [INFO] - [E:377| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k +2023-05-10 07:21:17,367 - [INFO] - [E:377| 300]: Train Loss:0.0011101, Val MRR:0.32616, yago11k +2023-05-10 07:22:57,395 - [INFO] - [E:377| 400]: Train Loss:0.0011094, Val MRR:0.32616, yago11k +2023-05-10 07:24:35,302 - [INFO] - [E:377| 500]: Train Loss:0.0011089, Val MRR:0.32616, yago11k +2023-05-10 07:26:18,871 - [INFO] - [E:377| 600]: Train Loss:0.0011091, Val MRR:0.32616, yago11k +2023-05-10 07:26:18,871 - [INFO] - [Epoch:377]: Training Loss:0.001109 + +2023-05-10 07:26:19,246 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:26:40,617 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:27:02,354 - [INFO] - [Evaluating Epoch 377 valid]: + MRR: Tail : 0.41477, Head : 0.23431, Avg : 0.32454 + +2023-05-10 07:27:02,354 - [INFO] - [Epoch 377]: Training Loss: 0.0011091, Valid MRR: 0.32616, + + + +2023-05-10 07:27:03,257 - [INFO] - [E:378| 0]: Train Loss:0.0010991, Val MRR:0.32616, yago11k +2023-05-10 07:28:48,031 - [INFO] - [E:378| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 07:30:32,889 - [INFO] - [E:378| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k +2023-05-10 07:32:05,433 - [INFO] - [E:378| 300]: Train Loss:0.0011089, Val MRR:0.32616, yago11k +2023-05-10 07:33:50,145 - [INFO] - [E:378| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 07:35:34,398 - [INFO] - [E:378| 500]: Train Loss:0.0011091, Val MRR:0.32616, yago11k +2023-05-10 07:37:19,060 - [INFO] - [E:378| 600]: Train Loss:0.0011092, Val MRR:0.32616, yago11k +2023-05-10 07:37:19,060 - [INFO] - [Epoch:378]: Training Loss:0.001109 + +2023-05-10 07:37:19,558 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:37:40,942 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:38:02,257 - [INFO] - [Evaluating Epoch 378 valid]: + MRR: Tail : 0.41275, Head : 0.23427, Avg : 0.32351 + +2023-05-10 07:38:02,263 - [INFO] - [Epoch 378]: Training Loss: 0.0011092, Valid MRR: 0.32616, + + + +2023-05-10 07:38:04,110 - [INFO] - [E:379| 0]: Train Loss:0.001092, Val MRR:0.32616, yago11k +2023-05-10 07:39:48,239 - [INFO] - [E:379| 100]: Train Loss:0.0011094, Val MRR:0.32616, yago11k +2023-05-10 07:41:20,674 - [INFO] - [E:379| 200]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 07:43:04,814 - [INFO] - [E:379| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 07:44:48,738 - [INFO] - [E:379| 400]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 07:46:33,948 - [INFO] - [E:379| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 07:48:19,730 - [INFO] - [E:379| 600]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 07:48:19,731 - [INFO] - [Epoch:379]: Training Loss:0.001109 + +2023-05-10 07:48:20,179 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:48:41,553 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:49:03,258 - [INFO] - [Evaluating Epoch 379 valid]: + MRR: Tail : 0.41648, Head : 0.23431, Avg : 0.32539 + MR: Tail : 635.66, Head : 1006.6, Avg : 821.12 + Hit-1: Tail : 0.33593, Head : 0.19089, Avg : 0.26341 + Hit-3: Tail : 0.44665, Head : 0.23604, Avg : 0.34134 + Hit-10: Tail : 0.58183, Head : 0.31537, Avg : 0.4486 +2023-05-10 07:49:03,258 - [INFO] - [Epoch 379]: Training Loss: 0.0011087, Valid MRR: 0.32616, + + + +2023-05-10 07:49:03,976 - [INFO] - [E:380| 0]: Train Loss:0.0011141, Val MRR:0.32616, yago11k +2023-05-10 07:50:37,394 - [INFO] - [E:380| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 07:52:22,056 - [INFO] - [E:380| 200]: Train Loss:0.0011102, Val MRR:0.32616, yago11k +2023-05-10 07:54:07,146 - [INFO] - [E:380| 300]: Train Loss:0.0011096, Val MRR:0.32616, yago11k +2023-05-10 07:55:51,266 - [INFO] - [E:380| 400]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 07:57:35,238 - [INFO] - [E:380| 500]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 07:59:07,397 - [INFO] - [E:380| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 07:59:07,397 - [INFO] - [Epoch:380]: Training Loss:0.001109 + +2023-05-10 07:59:07,660 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 07:59:29,141 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 07:59:50,161 - [INFO] - [Evaluating Epoch 380 valid]: + MRR: Tail : 0.41507, Head : 0.23524, Avg : 0.32516 + +2023-05-10 07:59:50,161 - [INFO] - [Epoch 380]: Training Loss: 0.0011086, Valid MRR: 0.32616, + + + +2023-05-10 07:59:51,368 - [INFO] - [E:381| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k +2023-05-10 08:01:36,079 - [INFO] - [E:381| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 08:03:19,947 - [INFO] - [E:381| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 08:05:04,786 - [INFO] - [E:381| 300]: Train Loss:0.0011085, Val MRR:0.32616, yago11k +2023-05-10 08:06:42,888 - [INFO] - [E:381| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 08:08:22,071 - [INFO] - [E:381| 500]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 08:10:06,026 - [INFO] - [E:381| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 08:10:06,026 - [INFO] - [Epoch:381]: Training Loss:0.001109 + +2023-05-10 08:10:06,408 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:10:28,112 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:10:49,396 - [INFO] - [Evaluating Epoch 381 valid]: + MRR: Tail : 0.41497, Head : 0.23378, Avg : 0.32437 + +2023-05-10 08:10:49,397 - [INFO] - [Epoch 381]: Training Loss: 0.0011086, Valid MRR: 0.32616, + + + +2023-05-10 08:10:50,496 - [INFO] - [E:382| 0]: Train Loss:0.0011194, Val MRR:0.32616, yago11k +2023-05-10 08:12:34,530 - [INFO] - [E:382| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 08:14:19,446 - [INFO] - [E:382| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 08:15:51,843 - [INFO] - [E:382| 300]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 08:17:36,571 - [INFO] - [E:382| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 08:19:21,000 - [INFO] - [E:382| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 08:21:05,434 - [INFO] - [E:382| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 08:21:05,435 - [INFO] - [Epoch:382]: Training Loss:0.001108 + +2023-05-10 08:21:05,697 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:21:27,500 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:21:48,686 - [INFO] - [Evaluating Epoch 382 valid]: + MRR: Tail : 0.41418, Head : 0.23374, Avg : 0.32396 + +2023-05-10 08:21:48,686 - [INFO] - [Epoch 382]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-05-10 08:21:49,842 - [INFO] - [E:383| 0]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 08:23:34,912 - [INFO] - [E:383| 100]: Train Loss:0.00111, Val MRR:0.32616, yago11k +2023-05-10 08:25:08,299 - [INFO] - [E:383| 200]: Train Loss:0.0011085, Val MRR:0.32616, yago11k +2023-05-10 08:26:52,817 - [INFO] - [E:383| 300]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 08:28:37,769 - [INFO] - [E:383| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 08:30:21,929 - [INFO] - [E:383| 500]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 08:32:06,671 - [INFO] - [E:383| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 08:32:06,672 - [INFO] - [Epoch:383]: Training Loss:0.001108 + +2023-05-10 08:32:07,165 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:32:28,224 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:32:49,432 - [INFO] - [Evaluating Epoch 383 valid]: + MRR: Tail : 0.41376, Head : 0.23614, Avg : 0.32495 + +2023-05-10 08:32:49,432 - [INFO] - [Epoch 383]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-05-10 08:32:50,088 - [INFO] - [E:384| 0]: Train Loss:0.0010946, Val MRR:0.32616, yago11k +2023-05-10 08:34:23,012 - [INFO] - [E:384| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 08:36:09,486 - [INFO] - [E:384| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 08:37:54,590 - [INFO] - [E:384| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 08:39:39,371 - [INFO] - [E:384| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 08:41:23,009 - [INFO] - [E:384| 500]: Train Loss:0.0011083, Val MRR:0.32616, yago11k +2023-05-10 08:42:54,647 - [INFO] - [E:384| 600]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 08:42:54,647 - [INFO] - [Epoch:384]: Training Loss:0.001108 + +2023-05-10 08:42:55,151 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:43:16,471 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:43:37,553 - [INFO] - [Evaluating Epoch 384 valid]: + MRR: Tail : 0.41496, Head : 0.23283, Avg : 0.3239 + +2023-05-10 08:43:37,553 - [INFO] - [Epoch 384]: Training Loss: 0.0011082, Valid MRR: 0.32616, + + + +2023-05-10 08:43:38,642 - [INFO] - [E:385| 0]: Train Loss:0.001115, Val MRR:0.32616, yago11k +2023-05-10 08:45:22,829 - [INFO] - [E:385| 100]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 08:47:07,607 - [INFO] - [E:385| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k +2023-05-10 08:48:51,627 - [INFO] - [E:385| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 08:50:33,523 - [INFO] - [E:385| 400]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 08:52:09,937 - [INFO] - [E:385| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 08:53:53,880 - [INFO] - [E:385| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 08:53:53,881 - [INFO] - [Epoch:385]: Training Loss:0.001108 + +2023-05-10 08:53:54,192 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 08:54:15,217 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 08:54:37,014 - [INFO] - [Evaluating Epoch 385 valid]: + MRR: Tail : 0.41069, Head : 0.23526, Avg : 0.32297 + +2023-05-10 08:54:37,014 - [INFO] - [Epoch 385]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-05-10 08:54:37,921 - [INFO] - [E:386| 0]: Train Loss:0.0011014, Val MRR:0.32616, yago11k +2023-05-10 08:56:22,194 - [INFO] - [E:386| 100]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 08:58:05,860 - [INFO] - [E:386| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 08:59:37,446 - [INFO] - [E:386| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:01:22,327 - [INFO] - [E:386| 400]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 09:03:07,880 - [INFO] - [E:386| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 09:04:51,848 - [INFO] - [E:386| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:04:51,849 - [INFO] - [Epoch:386]: Training Loss:0.001108 + +2023-05-10 09:04:52,269 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:05:13,865 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:05:34,949 - [INFO] - [Evaluating Epoch 386 valid]: + MRR: Tail : 0.41328, Head : 0.23324, Avg : 0.32326 + +2023-05-10 09:05:34,949 - [INFO] - [Epoch 386]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-05-10 09:05:36,142 - [INFO] - [E:387| 0]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 09:07:21,254 - [INFO] - [E:387| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 09:08:54,651 - [INFO] - [E:387| 200]: Train Loss:0.001109, Val MRR:0.32616, yago11k +2023-05-10 09:10:39,087 - [INFO] - [E:387| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:12:23,239 - [INFO] - [E:387| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:14:06,959 - [INFO] - [E:387| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 09:15:50,769 - [INFO] - [E:387| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:15:50,769 - [INFO] - [Epoch:387]: Training Loss:0.001108 + +2023-05-10 09:15:51,290 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:16:11,843 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:16:33,109 - [INFO] - [Evaluating Epoch 387 valid]: + MRR: Tail : 0.41836, Head : 0.23366, Avg : 0.32601 + +2023-05-10 09:16:33,110 - [INFO] - [Epoch 387]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-05-10 09:16:34,024 - [INFO] - [E:388| 0]: Train Loss:0.0010996, Val MRR:0.32616, yago11k +2023-05-10 09:18:03,603 - [INFO] - [E:388| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 09:19:48,613 - [INFO] - [E:388| 200]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 09:21:32,972 - [INFO] - [E:388| 300]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 09:23:26,255 - [INFO] - [E:388| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 09:25:15,255 - [INFO] - [E:388| 500]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 09:26:47,484 - [INFO] - [E:388| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 09:26:47,485 - [INFO] - [Epoch:388]: Training Loss:0.001108 + +2023-05-10 09:26:48,006 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:27:09,026 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:27:30,487 - [INFO] - [Evaluating Epoch 388 valid]: + MRR: Tail : 0.414, Head : 0.23335, Avg : 0.32367 + +2023-05-10 09:27:30,487 - [INFO] - [Epoch 388]: Training Loss: 0.0011076, Valid MRR: 0.32616, + + + +2023-05-10 09:27:31,674 - [INFO] - [E:389| 0]: Train Loss:0.0010938, Val MRR:0.32616, yago11k +2023-05-10 09:29:16,587 - [INFO] - [E:389| 100]: Train Loss:0.0011085, Val MRR:0.32616, yago11k +2023-05-10 09:31:02,072 - [INFO] - [E:389| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 09:32:46,584 - [INFO] - [E:389| 300]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 09:34:31,896 - [INFO] - [E:389| 400]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:36:04,110 - [INFO] - [E:389| 500]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 09:37:47,607 - [INFO] - [E:389| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:37:47,607 - [INFO] - [Epoch:389]: Training Loss:0.001108 + +2023-05-10 09:37:47,955 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:38:09,440 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:38:30,757 - [INFO] - [Evaluating Epoch 389 valid]: + MRR: Tail : 0.41301, Head : 0.23308, Avg : 0.32305 + MR: Tail : 649.69, Head : 1030.0, Avg : 839.83 + Hit-1: Tail : 0.3312, Head : 0.19228, Avg : 0.26174 + Hit-3: Tail : 0.44749, Head : 0.22992, Avg : 0.33871 + Hit-10: Tail : 0.57697, Head : 0.30953, Avg : 0.44325 +2023-05-10 09:38:30,758 - [INFO] - [Epoch 389]: Training Loss: 0.0011081, Valid MRR: 0.32616, + + + +2023-05-10 09:38:31,951 - [INFO] - [E:390| 0]: Train Loss:0.0011191, Val MRR:0.32616, yago11k +2023-05-10 09:40:15,884 - [INFO] - [E:390| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 09:42:00,982 - [INFO] - [E:390| 200]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 09:43:44,669 - [INFO] - [E:390| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 09:45:17,848 - [INFO] - [E:390| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 09:47:01,969 - [INFO] - [E:390| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 09:48:45,854 - [INFO] - [E:390| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k +2023-05-10 09:48:45,855 - [INFO] - [Epoch:390]: Training Loss:0.001108 + +2023-05-10 09:48:46,349 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 09:49:07,381 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 09:49:28,489 - [INFO] - [Evaluating Epoch 390 valid]: + MRR: Tail : 0.4131, Head : 0.2325, Avg : 0.3228 + +2023-05-10 09:49:28,489 - [INFO] - [Epoch 390]: Training Loss: 0.0011084, Valid MRR: 0.32616, + + + +2023-05-10 09:49:29,623 - [INFO] - [E:391| 0]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:51:14,945 - [INFO] - [E:391| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 09:52:50,784 - [INFO] - [E:391| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:54:33,243 - [INFO] - [E:391| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 09:56:17,438 - [INFO] - [E:391| 400]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 09:58:02,795 - [INFO] - [E:391| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 09:59:46,596 - [INFO] - [E:391| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 09:59:46,596 - [INFO] - [Epoch:391]: Training Loss:0.001108 + +2023-05-10 09:59:46,944 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:00:08,067 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:00:29,419 - [INFO] - [Evaluating Epoch 391 valid]: + MRR: Tail : 0.41227, Head : 0.23371, Avg : 0.32299 + +2023-05-10 10:00:29,419 - [INFO] - [Epoch 391]: Training Loss: 0.0011079, Valid MRR: 0.32616, + + + +2023-05-10 10:00:30,511 - [INFO] - [E:392| 0]: Train Loss:0.0010999, Val MRR:0.32616, yago11k +2023-05-10 10:02:02,942 - [INFO] - [E:392| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 10:03:47,614 - [INFO] - [E:392| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 10:05:31,676 - [INFO] - [E:392| 300]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 10:07:15,255 - [INFO] - [E:392| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 10:08:59,562 - [INFO] - [E:392| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 10:10:31,395 - [INFO] - [E:392| 600]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 10:10:31,396 - [INFO] - [Epoch:392]: Training Loss:0.001108 + +2023-05-10 10:10:31,741 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:10:53,478 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:11:14,587 - [INFO] - [Evaluating Epoch 392 valid]: + MRR: Tail : 0.41275, Head : 0.23425, Avg : 0.3235 + +2023-05-10 10:11:14,587 - [INFO] - [Epoch 392]: Training Loss: 0.0011077, Valid MRR: 0.32616, + + + +2023-05-10 10:11:15,731 - [INFO] - [E:393| 0]: Train Loss:0.0011039, Val MRR:0.32616, yago11k +2023-05-10 10:12:59,213 - [INFO] - [E:393| 100]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 10:14:46,016 - [INFO] - [E:393| 200]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 10:16:29,567 - [INFO] - [E:393| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 10:18:12,883 - [INFO] - [E:393| 400]: Train Loss:0.0011083, Val MRR:0.32616, yago11k +2023-05-10 10:19:45,751 - [INFO] - [E:393| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 10:21:28,658 - [INFO] - [E:393| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 10:21:28,658 - [INFO] - [Epoch:393]: Training Loss:0.001108 + +2023-05-10 10:21:28,921 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:21:50,206 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:22:11,204 - [INFO] - [Evaluating Epoch 393 valid]: + MRR: Tail : 0.41227, Head : 0.23513, Avg : 0.3237 + +2023-05-10 10:22:11,204 - [INFO] - [Epoch 393]: Training Loss: 0.0011079, Valid MRR: 0.32616, + + + +2023-05-10 10:22:12,486 - [INFO] - [E:394| 0]: Train Loss:0.0011173, Val MRR:0.32616, yago11k +2023-05-10 10:23:56,102 - [INFO] - [E:394| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 10:25:40,350 - [INFO] - [E:394| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 10:27:23,503 - [INFO] - [E:394| 300]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 10:28:56,466 - [INFO] - [E:394| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 10:30:39,953 - [INFO] - [E:394| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 10:32:23,459 - [INFO] - [E:394| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 10:32:23,460 - [INFO] - [Epoch:394]: Training Loss:0.001107 + +2023-05-10 10:32:23,744 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:32:44,820 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:33:06,583 - [INFO] - [Evaluating Epoch 394 valid]: + MRR: Tail : 0.41515, Head : 0.23439, Avg : 0.32477 + +2023-05-10 10:33:06,584 - [INFO] - [Epoch 394]: Training Loss: 0.0011075, Valid MRR: 0.32616, + + + +2023-05-10 10:33:07,674 - [INFO] - [E:395| 0]: Train Loss:0.0010845, Val MRR:0.32616, yago11k +2023-05-10 10:34:51,760 - [INFO] - [E:395| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k +2023-05-10 10:36:34,473 - [INFO] - [E:395| 200]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 10:38:09,329 - [INFO] - [E:395| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 10:39:52,876 - [INFO] - [E:395| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 10:41:36,482 - [INFO] - [E:395| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 10:43:19,564 - [INFO] - [E:395| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 10:43:19,564 - [INFO] - [Epoch:395]: Training Loss:0.001108 + +2023-05-10 10:43:19,867 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:43:40,576 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:44:00,894 - [INFO] - [Evaluating Epoch 395 valid]: + MRR: Tail : 0.41376, Head : 0.2349, Avg : 0.32433 + +2023-05-10 10:44:00,894 - [INFO] - [Epoch 395]: Training Loss: 0.0011075, Valid MRR: 0.32616, + + + +2023-05-10 10:44:02,085 - [INFO] - [E:396| 0]: Train Loss:0.0010919, Val MRR:0.32616, yago11k +2023-05-10 10:45:34,287 - [INFO] - [E:396| 100]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 10:47:18,365 - [INFO] - [E:396| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 10:49:02,806 - [INFO] - [E:396| 300]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 10:50:46,909 - [INFO] - [E:396| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 10:52:31,720 - [INFO] - [E:396| 500]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 10:54:06,519 - [INFO] - [E:396| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 10:54:06,519 - [INFO] - [Epoch:396]: Training Loss:0.001107 + +2023-05-10 10:54:06,742 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 10:54:24,588 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 10:54:46,069 - [INFO] - [Evaluating Epoch 396 valid]: + MRR: Tail : 0.41301, Head : 0.2341, Avg : 0.32356 + +2023-05-10 10:54:46,069 - [INFO] - [Epoch 396]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-05-10 10:54:47,174 - [INFO] - [E:397| 0]: Train Loss:0.0010969, Val MRR:0.32616, yago11k +2023-05-10 10:56:32,093 - [INFO] - [E:397| 100]: Train Loss:0.0011048, Val MRR:0.32616, yago11k +2023-05-10 10:58:16,141 - [INFO] - [E:397| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 11:00:00,104 - [INFO] - [E:397| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 11:01:46,600 - [INFO] - [E:397| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 11:03:19,807 - [INFO] - [E:397| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k +2023-05-10 11:05:02,739 - [INFO] - [E:397| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 11:05:02,739 - [INFO] - [Epoch:397]: Training Loss:0.001107 + +2023-05-10 11:05:03,046 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:05:23,902 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:05:45,418 - [INFO] - [Evaluating Epoch 397 valid]: + MRR: Tail : 0.41184, Head : 0.23554, Avg : 0.32369 + +2023-05-10 11:05:45,418 - [INFO] - [Epoch 397]: Training Loss: 0.0011071, Valid MRR: 0.32616, + + + +2023-05-10 11:05:46,265 - [INFO] - [E:398| 0]: Train Loss:0.0011113, Val MRR:0.32616, yago11k +2023-05-10 11:07:30,041 - [INFO] - [E:398| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k +2023-05-10 11:09:14,184 - [INFO] - [E:398| 200]: Train Loss:0.0011088, Val MRR:0.32616, yago11k +2023-05-10 11:10:58,207 - [INFO] - [E:398| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k +2023-05-10 11:12:30,903 - [INFO] - [E:398| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 11:14:14,600 - [INFO] - [E:398| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 11:15:58,284 - [INFO] - [E:398| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 11:15:58,284 - [INFO] - [Epoch:398]: Training Loss:0.001107 + +2023-05-10 11:15:58,807 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:16:20,031 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:16:41,496 - [INFO] - [Evaluating Epoch 398 valid]: + MRR: Tail : 0.41536, Head : 0.23278, Avg : 0.32407 + +2023-05-10 11:16:41,496 - [INFO] - [Epoch 398]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-05-10 11:16:42,606 - [INFO] - [E:399| 0]: Train Loss:0.0010941, Val MRR:0.32616, yago11k +2023-05-10 11:18:26,111 - [INFO] - [E:399| 100]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 11:20:09,613 - [INFO] - [E:399| 200]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 11:21:41,516 - [INFO] - [E:399| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 11:23:25,212 - [INFO] - [E:399| 400]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 11:25:08,987 - [INFO] - [E:399| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 11:26:52,986 - [INFO] - [E:399| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 11:26:52,986 - [INFO] - [Epoch:399]: Training Loss:0.001107 + +2023-05-10 11:26:53,250 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:27:14,535 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:27:35,371 - [INFO] - [Evaluating Epoch 399 valid]: + MRR: Tail : 0.41251, Head : 0.23381, Avg : 0.32316 + MR: Tail : 636.6, Head : 1029.5, Avg : 833.03 + Hit-1: Tail : 0.33134, Head : 0.192, Avg : 0.26167 + Hit-3: Tail : 0.44415, Head : 0.23131, Avg : 0.33773 + Hit-10: Tail : 0.57724, Head : 0.31675, Avg : 0.447 +2023-05-10 11:27:35,372 - [INFO] - [Epoch 399]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-05-10 11:27:36,556 - [INFO] - [E:400| 0]: Train Loss:0.0010934, Val MRR:0.32616, yago11k +2023-05-10 11:29:11,826 - [INFO] - [E:400| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 11:30:54,057 - [INFO] - [E:400| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 11:32:38,742 - [INFO] - [E:400| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 11:34:23,664 - [INFO] - [E:400| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 11:36:08,022 - [INFO] - [E:400| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k +2023-05-10 11:37:47,253 - [INFO] - [E:400| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k +2023-05-10 11:37:47,253 - [INFO] - [Epoch:400]: Training Loss:0.001107 + +2023-05-10 11:37:47,472 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:37:59,850 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:38:21,320 - [INFO] - [Evaluating Epoch 400 valid]: + MRR: Tail : 0.40897, Head : 0.23402, Avg : 0.32149 + +2023-05-10 11:38:21,321 - [INFO] - [Epoch 400]: Training Loss: 0.0011071, Valid MRR: 0.32616, + + + +2023-05-10 11:38:22,255 - [INFO] - [E:401| 0]: Train Loss:0.0011318, Val MRR:0.32616, yago11k +2023-05-10 11:40:08,182 - [INFO] - [E:401| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 11:41:59,935 - [INFO] - [E:401| 200]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 11:43:44,959 - [INFO] - [E:401| 300]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 11:45:29,693 - [INFO] - [E:401| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 11:47:09,273 - [INFO] - [E:401| 500]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 11:48:46,162 - [INFO] - [E:401| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k +2023-05-10 11:48:46,162 - [INFO] - [Epoch:401]: Training Loss:0.001107 + +2023-05-10 11:48:46,516 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 11:49:08,246 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 11:49:29,345 - [INFO] - [Evaluating Epoch 401 valid]: + MRR: Tail : 0.41378, Head : 0.23359, Avg : 0.32368 + +2023-05-10 11:49:29,345 - [INFO] - [Epoch 401]: Training Loss: 0.0011072, Valid MRR: 0.32616, + + + +2023-05-10 11:49:30,503 - [INFO] - [E:402| 0]: Train Loss:0.0011035, Val MRR:0.32616, yago11k +2023-05-10 11:51:17,183 - [INFO] - [E:402| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 11:53:01,048 - [INFO] - [E:402| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 11:54:45,252 - [INFO] - [E:402| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 11:56:18,538 - [INFO] - [E:402| 400]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 11:58:02,514 - [INFO] - [E:402| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k +2023-05-10 11:59:46,294 - [INFO] - [E:402| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 11:59:46,294 - [INFO] - [Epoch:402]: Training Loss:0.001107 + +2023-05-10 11:59:46,643 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:00:08,079 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:00:29,744 - [INFO] - [Evaluating Epoch 402 valid]: + MRR: Tail : 0.41518, Head : 0.23355, Avg : 0.32437 + +2023-05-10 12:00:29,744 - [INFO] - [Epoch 402]: Training Loss: 0.001107, Valid MRR: 0.32616, + + + +2023-05-10 12:00:30,925 - [INFO] - [E:403| 0]: Train Loss:0.0011045, Val MRR:0.32616, yago11k +2023-05-10 12:02:15,505 - [INFO] - [E:403| 100]: Train Loss:0.0011041, Val MRR:0.32616, yago11k +2023-05-10 12:03:59,744 - [INFO] - [E:403| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 12:05:33,233 - [INFO] - [E:403| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 12:07:18,550 - [INFO] - [E:403| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:09:02,713 - [INFO] - [E:403| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 12:10:47,011 - [INFO] - [E:403| 600]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 12:10:47,012 - [INFO] - [Epoch:403]: Training Loss:0.001107 + +2023-05-10 12:10:47,497 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:11:08,925 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:11:29,977 - [INFO] - [Evaluating Epoch 403 valid]: + MRR: Tail : 0.41207, Head : 0.2349, Avg : 0.32349 + +2023-05-10 12:11:29,978 - [INFO] - [Epoch 403]: Training Loss: 0.0011069, Valid MRR: 0.32616, + + + +2023-05-10 12:11:31,189 - [INFO] - [E:404| 0]: Train Loss:0.0011172, Val MRR:0.32616, yago11k +2023-05-10 12:13:16,039 - [INFO] - [E:404| 100]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 12:14:48,541 - [INFO] - [E:404| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 12:16:32,038 - [INFO] - [E:404| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:18:16,592 - [INFO] - [E:404| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 12:20:01,529 - [INFO] - [E:404| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:21:46,352 - [INFO] - [E:404| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 12:21:46,353 - [INFO] - [Epoch:404]: Training Loss:0.001106 + +2023-05-10 12:21:46,799 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:22:03,782 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:22:15,880 - [INFO] - [Evaluating Epoch 404 valid]: + MRR: Tail : 0.41431, Head : 0.23264, Avg : 0.32348 + +2023-05-10 12:22:15,880 - [INFO] - [Epoch 404]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-05-10 12:22:16,548 - [INFO] - [E:405| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k +2023-05-10 12:24:01,800 - [INFO] - [E:405| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k +2023-05-10 12:25:46,358 - [INFO] - [E:405| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 12:27:31,368 - [INFO] - [E:405| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 12:29:15,956 - [INFO] - [E:405| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 12:30:53,818 - [INFO] - [E:405| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:32:32,614 - [INFO] - [E:405| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 12:32:32,614 - [INFO] - [Epoch:405]: Training Loss:0.001107 + +2023-05-10 12:32:32,968 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:32:54,680 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:33:16,359 - [INFO] - [Evaluating Epoch 405 valid]: + MRR: Tail : 0.41175, Head : 0.2329, Avg : 0.32233 + +2023-05-10 12:33:16,360 - [INFO] - [Epoch 405]: Training Loss: 0.001107, Valid MRR: 0.32616, + + + +2023-05-10 12:33:17,204 - [INFO] - [E:406| 0]: Train Loss:0.0011003, Val MRR:0.32616, yago11k +2023-05-10 12:35:01,463 - [INFO] - [E:406| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k +2023-05-10 12:36:46,275 - [INFO] - [E:406| 200]: Train Loss:0.0011092, Val MRR:0.32616, yago11k +2023-05-10 12:38:31,432 - [INFO] - [E:406| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k +2023-05-10 12:40:07,137 - [INFO] - [E:406| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 12:41:52,291 - [INFO] - [E:406| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 12:43:36,335 - [INFO] - [E:406| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 12:43:36,336 - [INFO] - [Epoch:406]: Training Loss:0.001108 + +2023-05-10 12:43:36,678 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:43:57,839 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:44:19,274 - [INFO] - [Evaluating Epoch 406 valid]: + MRR: Tail : 0.41662, Head : 0.23331, Avg : 0.32497 + +2023-05-10 12:44:19,275 - [INFO] - [Epoch 406]: Training Loss: 0.0011076, Valid MRR: 0.32616, + + + +2023-05-10 12:44:20,372 - [INFO] - [E:407| 0]: Train Loss:0.0011083, Val MRR:0.32616, yago11k +2023-05-10 12:46:05,439 - [INFO] - [E:407| 100]: Train Loss:0.0011096, Val MRR:0.32616, yago11k +2023-05-10 12:47:49,810 - [INFO] - [E:407| 200]: Train Loss:0.001108, Val MRR:0.32616, yago11k +2023-05-10 12:49:22,965 - [INFO] - [E:407| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 12:51:07,436 - [INFO] - [E:407| 400]: Train Loss:0.0011066, Val MRR:0.32616, yago11k +2023-05-10 12:52:51,361 - [INFO] - [E:407| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 12:54:34,989 - [INFO] - [E:407| 600]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 12:54:34,989 - [INFO] - [Epoch:407]: Training Loss:0.001107 + +2023-05-10 12:54:35,252 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 12:54:57,005 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 12:55:18,109 - [INFO] - [Evaluating Epoch 407 valid]: + MRR: Tail : 0.41516, Head : 0.23588, Avg : 0.32552 + +2023-05-10 12:55:18,109 - [INFO] - [Epoch 407]: Training Loss: 0.0011067, Valid MRR: 0.32616, + + + +2023-05-10 12:55:19,357 - [INFO] - [E:408| 0]: Train Loss:0.0010984, Val MRR:0.32616, yago11k +2023-05-10 12:57:04,087 - [INFO] - [E:408| 100]: Train Loss:0.0011078, Val MRR:0.32616, yago11k +2023-05-10 12:58:37,418 - [INFO] - [E:408| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k +2023-05-10 13:00:22,322 - [INFO] - [E:408| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k +2023-05-10 13:02:05,974 - [INFO] - [E:408| 400]: Train Loss:0.0011068, Val MRR:0.32616, yago11k +2023-05-10 13:03:49,877 - [INFO] - [E:408| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 13:05:32,735 - [INFO] - [E:408| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 13:05:32,735 - [INFO] - [Epoch:408]: Training Loss:0.001106 + +2023-05-10 13:05:33,249 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:05:54,112 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:06:06,158 - [INFO] - [Evaluating Epoch 408 valid]: + MRR: Tail : 0.41071, Head : 0.23214, Avg : 0.32142 + +2023-05-10 13:06:06,159 - [INFO] - [Epoch 408]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-05-10 13:06:06,807 - [INFO] - [E:409| 0]: Train Loss:0.0010873, Val MRR:0.32616, yago11k +2023-05-10 13:07:47,815 - [INFO] - [E:409| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k +2023-05-10 13:09:32,359 - [INFO] - [E:409| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 13:11:17,027 - [INFO] - [E:409| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 13:13:01,500 - [INFO] - [E:409| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 13:14:44,092 - [INFO] - [E:409| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 13:16:18,982 - [INFO] - [E:409| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 13:16:18,983 - [INFO] - [Epoch:409]: Training Loss:0.001106 + +2023-05-10 13:16:19,486 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:16:40,712 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:17:01,948 - [INFO] - [Evaluating Epoch 409 valid]: + MRR: Tail : 0.41303, Head : 0.23298, Avg : 0.32301 + MR: Tail : 664.73, Head : 1025.6, Avg : 845.15 + Hit-1: Tail : 0.33051, Head : 0.19214, Avg : 0.26132 + Hit-3: Tail : 0.44679, Head : 0.23131, Avg : 0.33905 + Hit-10: Tail : 0.57433, Head : 0.31092, Avg : 0.44262 +2023-05-10 13:17:01,948 - [INFO] - [Epoch 409]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-05-10 13:17:03,026 - [INFO] - [E:410| 0]: Train Loss:0.0011203, Val MRR:0.32616, yago11k +2023-05-10 13:18:48,050 - [INFO] - [E:410| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 13:20:32,539 - [INFO] - [E:410| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 13:22:17,311 - [INFO] - [E:410| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 13:23:49,951 - [INFO] - [E:410| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 13:25:33,887 - [INFO] - [E:410| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 13:27:17,897 - [INFO] - [E:410| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 13:27:17,897 - [INFO] - [Epoch:410]: Training Loss:0.001106 + +2023-05-10 13:27:18,245 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:27:42,552 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:28:04,026 - [INFO] - [Evaluating Epoch 410 valid]: + MRR: Tail : 0.41492, Head : 0.23389, Avg : 0.3244 + +2023-05-10 13:28:04,026 - [INFO] - [Epoch 410]: Training Loss: 0.0011062, Valid MRR: 0.32616, + + + +2023-05-10 13:28:05,129 - [INFO] - [E:411| 0]: Train Loss:0.001112, Val MRR:0.32616, yago11k +2023-05-10 13:29:50,039 - [INFO] - [E:411| 100]: Train Loss:0.0011046, Val MRR:0.32616, yago11k +2023-05-10 13:31:34,761 - [INFO] - [E:411| 200]: Train Loss:0.0011052, Val MRR:0.32616, yago11k +2023-05-10 13:33:08,281 - [INFO] - [E:411| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 13:34:52,566 - [INFO] - [E:411| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 13:36:36,273 - [INFO] - [E:411| 500]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 13:38:20,966 - [INFO] - [E:411| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 13:38:20,967 - [INFO] - [Epoch:411]: Training Loss:0.001106 + +2023-05-10 13:38:21,295 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:38:42,795 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:39:04,754 - [INFO] - [Evaluating Epoch 411 valid]: + MRR: Tail : 0.41539, Head : 0.23504, Avg : 0.32521 + +2023-05-10 13:39:04,754 - [INFO] - [Epoch 411]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-05-10 13:39:05,621 - [INFO] - [E:412| 0]: Train Loss:0.0011086, Val MRR:0.32616, yago11k +2023-05-10 13:40:49,885 - [INFO] - [E:412| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 13:42:22,809 - [INFO] - [E:412| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 13:44:07,091 - [INFO] - [E:412| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 13:45:51,881 - [INFO] - [E:412| 400]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 13:47:35,377 - [INFO] - [E:412| 500]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 13:49:19,021 - [INFO] - [E:412| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 13:49:19,021 - [INFO] - [Epoch:412]: Training Loss:0.001106 + +2023-05-10 13:49:19,333 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 13:49:40,419 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 13:49:52,517 - [INFO] - [Evaluating Epoch 412 valid]: + MRR: Tail : 0.41186, Head : 0.23542, Avg : 0.32364 + +2023-05-10 13:49:52,517 - [INFO] - [Epoch 412]: Training Loss: 0.0011065, Valid MRR: 0.32616, + + + +2023-05-10 13:49:53,192 - [INFO] - [E:413| 0]: Train Loss:0.0010921, Val MRR:0.32616, yago11k +2023-05-10 13:51:34,424 - [INFO] - [E:413| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 13:53:18,785 - [INFO] - [E:413| 200]: Train Loss:0.0011069, Val MRR:0.32616, yago11k +2023-05-10 13:55:03,530 - [INFO] - [E:413| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 13:56:48,084 - [INFO] - [E:413| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 13:58:30,011 - [INFO] - [E:413| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 14:00:04,198 - [INFO] - [E:413| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 14:00:04,198 - [INFO] - [Epoch:413]: Training Loss:0.001106 + +2023-05-10 14:00:04,546 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:00:26,090 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:00:47,287 - [INFO] - [Evaluating Epoch 413 valid]: + MRR: Tail : 0.41253, Head : 0.2361, Avg : 0.32432 + +2023-05-10 14:00:47,287 - [INFO] - [Epoch 413]: Training Loss: 0.0011064, Valid MRR: 0.32616, + + + +2023-05-10 14:00:48,387 - [INFO] - [E:414| 0]: Train Loss:0.0011106, Val MRR:0.32616, yago11k +2023-05-10 14:02:32,904 - [INFO] - [E:414| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 14:04:16,297 - [INFO] - [E:414| 200]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 14:06:00,594 - [INFO] - [E:414| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 14:07:33,769 - [INFO] - [E:414| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k +2023-05-10 14:09:18,734 - [INFO] - [E:414| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k +2023-05-10 14:11:02,491 - [INFO] - [E:414| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 14:11:02,491 - [INFO] - [Epoch:414]: Training Loss:0.001106 + +2023-05-10 14:11:02,839 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:11:24,854 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:11:45,791 - [INFO] - [Evaluating Epoch 414 valid]: + MRR: Tail : 0.41166, Head : 0.23296, Avg : 0.32231 + +2023-05-10 14:11:45,791 - [INFO] - [Epoch 414]: Training Loss: 0.0011062, Valid MRR: 0.32616, + + + +2023-05-10 14:11:46,861 - [INFO] - [E:415| 0]: Train Loss:0.0010963, Val MRR:0.32616, yago11k +2023-05-10 14:13:31,080 - [INFO] - [E:415| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 14:15:16,021 - [INFO] - [E:415| 200]: Train Loss:0.0011048, Val MRR:0.32616, yago11k +2023-05-10 14:16:52,043 - [INFO] - [E:415| 300]: Train Loss:0.001105, Val MRR:0.32616, yago11k +2023-05-10 14:18:36,602 - [INFO] - [E:415| 400]: Train Loss:0.0011048, Val MRR:0.32616, yago11k +2023-05-10 14:20:20,650 - [INFO] - [E:415| 500]: Train Loss:0.0011054, Val MRR:0.32616, yago11k +2023-05-10 14:22:04,457 - [INFO] - [E:415| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 14:22:04,458 - [INFO] - [Epoch:415]: Training Loss:0.001106 + +2023-05-10 14:22:04,868 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:22:26,089 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:22:47,489 - [INFO] - [Evaluating Epoch 415 valid]: + MRR: Tail : 0.41114, Head : 0.23275, Avg : 0.32194 + +2023-05-10 14:22:47,489 - [INFO] - [Epoch 415]: Training Loss: 0.001106, Valid MRR: 0.32616, + + + +2023-05-10 14:22:48,326 - [INFO] - [E:416| 0]: Train Loss:0.0011231, Val MRR:0.32616, yago11k +2023-05-10 14:24:31,906 - [INFO] - [E:416| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 14:26:05,148 - [INFO] - [E:416| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 14:27:49,120 - [INFO] - [E:416| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 14:29:32,770 - [INFO] - [E:416| 400]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 14:31:17,581 - [INFO] - [E:416| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 14:33:00,591 - [INFO] - [E:416| 600]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 14:33:00,591 - [INFO] - [Epoch:416]: Training Loss:0.001106 + +2023-05-10 14:33:01,110 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:33:22,363 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:33:40,169 - [INFO] - [Evaluating Epoch 416 valid]: + MRR: Tail : 0.41167, Head : 0.23252, Avg : 0.3221 + +2023-05-10 14:33:40,169 - [INFO] - [Epoch 416]: Training Loss: 0.0011058, Valid MRR: 0.32616, + + + +2023-05-10 14:33:40,815 - [INFO] - [E:417| 0]: Train Loss:0.0011095, Val MRR:0.32616, yago11k +2023-05-10 14:35:17,209 - [INFO] - [E:417| 100]: Train Loss:0.0011074, Val MRR:0.32616, yago11k +2023-05-10 14:37:01,979 - [INFO] - [E:417| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k +2023-05-10 14:38:46,076 - [INFO] - [E:417| 300]: Train Loss:0.0011066, Val MRR:0.32616, yago11k +2023-05-10 14:40:30,024 - [INFO] - [E:417| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 14:42:13,547 - [INFO] - [E:417| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 14:43:45,559 - [INFO] - [E:417| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 14:43:45,559 - [INFO] - [Epoch:417]: Training Loss:0.001106 + +2023-05-10 14:43:45,822 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:44:07,519 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:44:28,883 - [INFO] - [Evaluating Epoch 417 valid]: + MRR: Tail : 0.41553, Head : 0.23326, Avg : 0.3244 + +2023-05-10 14:44:28,883 - [INFO] - [Epoch 417]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-05-10 14:44:30,086 - [INFO] - [E:418| 0]: Train Loss:0.0011153, Val MRR:0.32616, yago11k +2023-05-10 14:46:14,457 - [INFO] - [E:418| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 14:47:59,778 - [INFO] - [E:418| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k +2023-05-10 14:49:45,035 - [INFO] - [E:418| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 14:51:20,778 - [INFO] - [E:418| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 14:53:02,431 - [INFO] - [E:418| 500]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 14:54:46,010 - [INFO] - [E:418| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k +2023-05-10 14:54:46,011 - [INFO] - [Epoch:418]: Training Loss:0.001106 + +2023-05-10 14:54:46,527 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 14:55:07,765 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 14:55:29,153 - [INFO] - [Evaluating Epoch 418 valid]: + MRR: Tail : 0.40846, Head : 0.23295, Avg : 0.32071 + +2023-05-10 14:55:29,154 - [INFO] - [Epoch 418]: Training Loss: 0.001106, Valid MRR: 0.32616, + + + +2023-05-10 14:55:30,088 - [INFO] - [E:419| 0]: Train Loss:0.0011118, Val MRR:0.32616, yago11k +2023-05-10 14:57:13,939 - [INFO] - [E:419| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k +2023-05-10 14:58:57,966 - [INFO] - [E:419| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:00:30,215 - [INFO] - [E:419| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 15:02:14,257 - [INFO] - [E:419| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:03:58,679 - [INFO] - [E:419| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 15:05:46,193 - [INFO] - [E:419| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:05:46,193 - [INFO] - [Epoch:419]: Training Loss:0.001106 + +2023-05-10 15:05:46,527 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:06:08,276 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:06:29,753 - [INFO] - [Evaluating Epoch 419 valid]: + MRR: Tail : 0.41221, Head : 0.2333, Avg : 0.32275 + MR: Tail : 646.34, Head : 1043.8, Avg : 845.06 + Hit-1: Tail : 0.33134, Head : 0.19144, Avg : 0.26139 + Hit-3: Tail : 0.44429, Head : 0.23173, Avg : 0.33801 + Hit-10: Tail : 0.57627, Head : 0.31467, Avg : 0.44547 +2023-05-10 15:06:29,753 - [INFO] - [Epoch 419]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-05-10 15:06:30,940 - [INFO] - [E:420| 0]: Train Loss:0.0010997, Val MRR:0.32616, yago11k +2023-05-10 15:08:24,516 - [INFO] - [E:420| 100]: Train Loss:0.0011042, Val MRR:0.32616, yago11k +2023-05-10 15:09:56,989 - [INFO] - [E:420| 200]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 15:11:41,123 - [INFO] - [E:420| 300]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:13:25,370 - [INFO] - [E:420| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:15:09,276 - [INFO] - [E:420| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 15:16:52,901 - [INFO] - [E:420| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:16:52,901 - [INFO] - [Epoch:420]: Training Loss:0.001106 + +2023-05-10 15:16:53,420 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:17:14,774 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:17:35,478 - [INFO] - [Evaluating Epoch 420 valid]: + MRR: Tail : 0.41398, Head : 0.23484, Avg : 0.32441 + +2023-05-10 15:17:35,478 - [INFO] - [Epoch 420]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-05-10 15:17:36,662 - [INFO] - [E:421| 0]: Train Loss:0.001107, Val MRR:0.32616, yago11k +2023-05-10 15:19:09,167 - [INFO] - [E:421| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k +2023-05-10 15:20:53,464 - [INFO] - [E:421| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k +2023-05-10 15:22:38,670 - [INFO] - [E:421| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k +2023-05-10 15:24:23,204 - [INFO] - [E:421| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 15:26:07,484 - [INFO] - [E:421| 500]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:27:39,308 - [INFO] - [E:421| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 15:27:39,309 - [INFO] - [Epoch:421]: Training Loss:0.001106 + +2023-05-10 15:27:39,731 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:28:01,000 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:28:22,494 - [INFO] - [Evaluating Epoch 421 valid]: + MRR: Tail : 0.41824, Head : 0.2335, Avg : 0.32587 + +2023-05-10 15:28:22,494 - [INFO] - [Epoch 421]: Training Loss: 0.0011055, Valid MRR: 0.32616, + + + +2023-05-10 15:28:23,447 - [INFO] - [E:422| 0]: Train Loss:0.0011008, Val MRR:0.32616, yago11k +2023-05-10 15:30:08,366 - [INFO] - [E:422| 100]: Train Loss:0.0011054, Val MRR:0.32616, yago11k +2023-05-10 15:31:54,541 - [INFO] - [E:422| 200]: Train Loss:0.0011051, Val MRR:0.32616, yago11k +2023-05-10 15:33:39,153 - [INFO] - [E:422| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:35:25,435 - [INFO] - [E:422| 400]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 15:36:54,026 - [INFO] - [E:422| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k +2023-05-10 15:38:38,736 - [INFO] - [E:422| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 15:38:38,737 - [INFO] - [Epoch:422]: Training Loss:0.001105 + +2023-05-10 15:38:39,002 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:39:00,288 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:39:20,988 - [INFO] - [Evaluating Epoch 422 valid]: + MRR: Tail : 0.4135, Head : 0.235, Avg : 0.32425 + +2023-05-10 15:39:20,988 - [INFO] - [Epoch 422]: Training Loss: 0.0011055, Valid MRR: 0.32616, + + + +2023-05-10 15:39:22,140 - [INFO] - [E:423| 0]: Train Loss:0.0010893, Val MRR:0.32616, yago11k +2023-05-10 15:41:08,012 - [INFO] - [E:423| 100]: Train Loss:0.0011023, Val MRR:0.32616, yago11k +2023-05-10 15:42:53,247 - [INFO] - [E:423| 200]: Train Loss:0.0011045, Val MRR:0.32616, yago11k +2023-05-10 15:44:38,233 - [INFO] - [E:423| 300]: Train Loss:0.0011048, Val MRR:0.32616, yago11k +2023-05-10 15:46:11,730 - [INFO] - [E:423| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 15:47:57,410 - [INFO] - [E:423| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k +2023-05-10 15:49:41,929 - [INFO] - [E:423| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:49:41,929 - [INFO] - [Epoch:423]: Training Loss:0.001106 + +2023-05-10 15:49:42,449 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 15:50:04,176 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 15:50:25,264 - [INFO] - [Evaluating Epoch 423 valid]: + MRR: Tail : 0.40776, Head : 0.23329, Avg : 0.32053 + +2023-05-10 15:50:25,264 - [INFO] - [Epoch 423]: Training Loss: 0.0011057, Valid MRR: 0.32616, + + + +2023-05-10 15:50:26,351 - [INFO] - [E:424| 0]: Train Loss:0.0011189, Val MRR:0.32616, yago11k +2023-05-10 15:52:11,533 - [INFO] - [E:424| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k +2023-05-10 15:53:45,337 - [INFO] - [E:424| 200]: Train Loss:0.0011057, Val MRR:0.32616, yago11k +2023-05-10 15:55:32,377 - [INFO] - [E:424| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k +2023-05-10 15:57:16,885 - [INFO] - [E:424| 400]: Train Loss:0.0011054, Val MRR:0.32616, yago11k +2023-05-10 15:59:02,149 - [INFO] - [E:424| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k +2023-05-10 16:00:46,655 - [INFO] - [E:424| 600]: Train Loss:0.0011054, Val MRR:0.32616, yago11k +2023-05-10 16:00:46,656 - [INFO] - [Epoch:424]: Training Loss:0.001105 + +2023-05-10 16:00:46,963 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:01:08,478 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:01:29,867 - [INFO] - [Evaluating Epoch 424 valid]: + MRR: Tail : 0.41703, Head : 0.23558, Avg : 0.32631 + +2023-05-10 16:01:30,828 - [INFO] - [Epoch 424]: Training Loss: 0.0011054, Valid MRR: 0.32631, + + + +2023-05-10 16:01:32,017 - [INFO] - [E:425| 0]: Train Loss:0.0011104, Val MRR:0.32631, yago11k +2023-05-10 16:03:04,670 - [INFO] - [E:425| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 16:04:49,676 - [INFO] - [E:425| 200]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 16:06:34,156 - [INFO] - [E:425| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:08:18,053 - [INFO] - [E:425| 400]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:10:02,923 - [INFO] - [E:425| 500]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 16:11:35,416 - [INFO] - [E:425| 600]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 16:11:35,417 - [INFO] - [Epoch:425]: Training Loss:0.001105 + +2023-05-10 16:11:35,679 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:11:57,539 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:12:18,876 - [INFO] - [Evaluating Epoch 425 valid]: + MRR: Tail : 0.41391, Head : 0.23585, Avg : 0.32488 + +2023-05-10 16:12:18,876 - [INFO] - [Epoch 425]: Training Loss: 0.0011053, Valid MRR: 0.32631, + + + +2023-05-10 16:12:20,115 - [INFO] - [E:426| 0]: Train Loss:0.0011018, Val MRR:0.32631, yago11k +2023-05-10 16:14:04,847 - [INFO] - [E:426| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 16:15:49,201 - [INFO] - [E:426| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 16:17:33,336 - [INFO] - [E:426| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 16:19:18,355 - [INFO] - [E:426| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 16:20:51,010 - [INFO] - [E:426| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 16:22:35,422 - [INFO] - [E:426| 600]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 16:22:35,422 - [INFO] - [Epoch:426]: Training Loss:0.001105 + +2023-05-10 16:22:35,685 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:22:57,585 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:23:18,872 - [INFO] - [Evaluating Epoch 426 valid]: + MRR: Tail : 0.41439, Head : 0.23477, Avg : 0.32458 + +2023-05-10 16:23:18,872 - [INFO] - [Epoch 426]: Training Loss: 0.0011051, Valid MRR: 0.32631, + + + +2023-05-10 16:23:20,082 - [INFO] - [E:427| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k +2023-05-10 16:25:05,116 - [INFO] - [E:427| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 16:26:50,075 - [INFO] - [E:427| 200]: Train Loss:0.0011062, Val MRR:0.32631, yago11k +2023-05-10 16:28:34,979 - [INFO] - [E:427| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:30:03,967 - [INFO] - [E:427| 400]: Train Loss:0.0011059, Val MRR:0.32631, yago11k +2023-05-10 16:31:49,462 - [INFO] - [E:427| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k +2023-05-10 16:33:34,916 - [INFO] - [E:427| 600]: Train Loss:0.0011052, Val MRR:0.32631, yago11k +2023-05-10 16:33:34,916 - [INFO] - [Epoch:427]: Training Loss:0.001105 + +2023-05-10 16:33:35,216 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:33:55,992 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:34:16,456 - [INFO] - [Evaluating Epoch 427 valid]: + MRR: Tail : 0.4116, Head : 0.23329, Avg : 0.32244 + +2023-05-10 16:34:16,457 - [INFO] - [Epoch 427]: Training Loss: 0.0011052, Valid MRR: 0.32631, + + + +2023-05-10 16:34:17,527 - [INFO] - [E:428| 0]: Train Loss:0.0010884, Val MRR:0.32631, yago11k +2023-05-10 16:36:02,995 - [INFO] - [E:428| 100]: Train Loss:0.0011062, Val MRR:0.32631, yago11k +2023-05-10 16:37:45,355 - [INFO] - [E:428| 200]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:39:18,517 - [INFO] - [E:428| 300]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 16:41:04,063 - [INFO] - [E:428| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 16:42:50,805 - [INFO] - [E:428| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k +2023-05-10 16:44:35,473 - [INFO] - [E:428| 600]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 16:44:35,473 - [INFO] - [Epoch:428]: Training Loss:0.001105 + +2023-05-10 16:44:35,941 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:44:57,155 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:45:19,003 - [INFO] - [Evaluating Epoch 428 valid]: + MRR: Tail : 0.41183, Head : 0.23423, Avg : 0.32303 + +2023-05-10 16:45:19,003 - [INFO] - [Epoch 428]: Training Loss: 0.001105, Valid MRR: 0.32631, + + + +2023-05-10 16:45:19,966 - [INFO] - [E:429| 0]: Train Loss:0.0010839, Val MRR:0.32631, yago11k +2023-05-10 16:46:55,589 - [INFO] - [E:429| 100]: Train Loss:0.0011023, Val MRR:0.32631, yago11k +2023-05-10 16:48:37,591 - [INFO] - [E:429| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 16:50:22,010 - [INFO] - [E:429| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 16:52:05,927 - [INFO] - [E:429| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 16:54:00,484 - [INFO] - [E:429| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 16:55:56,736 - [INFO] - [E:429| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 16:55:56,736 - [INFO] - [Epoch:429]: Training Loss:0.001105 + +2023-05-10 16:55:57,080 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 16:56:18,917 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 16:56:38,300 - [INFO] - [Evaluating Epoch 429 valid]: + MRR: Tail : 0.41487, Head : 0.23401, Avg : 0.32444 + MR: Tail : 652.24, Head : 1010.8, Avg : 831.5 + Hit-1: Tail : 0.33162, Head : 0.19283, Avg : 0.26223 + Hit-3: Tail : 0.45304, Head : 0.23159, Avg : 0.34232 + Hit-10: Tail : 0.58127, Head : 0.31412, Avg : 0.44769 +2023-05-10 16:56:38,300 - [INFO] - [Epoch 429]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-05-10 16:56:38,949 - [INFO] - [E:430| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 16:58:18,686 - [INFO] - [E:430| 100]: Train Loss:0.0011087, Val MRR:0.32631, yago11k +2023-05-10 17:00:06,644 - [INFO] - [E:430| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 17:01:51,283 - [INFO] - [E:430| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 17:03:36,330 - [INFO] - [E:430| 400]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 17:05:21,370 - [INFO] - [E:430| 500]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 17:06:54,020 - [INFO] - [E:430| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 17:06:54,021 - [INFO] - [Epoch:430]: Training Loss:0.001105 + +2023-05-10 17:06:54,369 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:07:16,288 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:07:37,618 - [INFO] - [Evaluating Epoch 430 valid]: + MRR: Tail : 0.41085, Head : 0.23533, Avg : 0.32309 + +2023-05-10 17:07:37,618 - [INFO] - [Epoch 430]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-05-10 17:07:38,442 - [INFO] - [E:431| 0]: Train Loss:0.0010948, Val MRR:0.32631, yago11k +2023-05-10 17:09:22,756 - [INFO] - [E:431| 100]: Train Loss:0.0011028, Val MRR:0.32631, yago11k +2023-05-10 17:11:06,673 - [INFO] - [E:431| 200]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 17:12:51,395 - [INFO] - [E:431| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 17:14:35,432 - [INFO] - [E:431| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 17:16:08,979 - [INFO] - [E:431| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 17:17:51,638 - [INFO] - [E:431| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 17:17:51,639 - [INFO] - [Epoch:431]: Training Loss:0.001105 + +2023-05-10 17:17:52,042 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:18:13,612 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:18:34,958 - [INFO] - [Evaluating Epoch 431 valid]: + MRR: Tail : 0.41037, Head : 0.23424, Avg : 0.3223 + +2023-05-10 17:18:34,958 - [INFO] - [Epoch 431]: Training Loss: 0.0011046, Valid MRR: 0.32631, + + + +2023-05-10 17:18:35,925 - [INFO] - [E:432| 0]: Train Loss:0.0011212, Val MRR:0.32631, yago11k +2023-05-10 17:20:21,995 - [INFO] - [E:432| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 17:22:08,104 - [INFO] - [E:432| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 17:23:42,656 - [INFO] - [E:432| 300]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 17:25:22,368 - [INFO] - [E:432| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 17:27:08,603 - [INFO] - [E:432| 500]: Train Loss:0.001105, Val MRR:0.32631, yago11k +2023-05-10 17:28:53,853 - [INFO] - [E:432| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 17:28:53,853 - [INFO] - [Epoch:432]: Training Loss:0.001105 + +2023-05-10 17:28:54,119 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:29:15,117 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:29:35,610 - [INFO] - [Evaluating Epoch 432 valid]: + MRR: Tail : 0.4113, Head : 0.23452, Avg : 0.32291 + +2023-05-10 17:29:35,610 - [INFO] - [Epoch 432]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-05-10 17:29:36,693 - [INFO] - [E:433| 0]: Train Loss:0.0011016, Val MRR:0.32631, yago11k +2023-05-10 17:31:22,626 - [INFO] - [E:433| 100]: Train Loss:0.0011075, Val MRR:0.32631, yago11k +2023-05-10 17:32:52,315 - [INFO] - [E:433| 200]: Train Loss:0.0011061, Val MRR:0.32631, yago11k +2023-05-10 17:34:40,069 - [INFO] - [E:433| 300]: Train Loss:0.0011054, Val MRR:0.32631, yago11k +2023-05-10 17:36:24,646 - [INFO] - [E:433| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 17:38:09,380 - [INFO] - [E:433| 500]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 17:39:53,137 - [INFO] - [E:433| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 17:39:53,137 - [INFO] - [Epoch:433]: Training Loss:0.001105 + +2023-05-10 17:39:53,419 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:40:14,695 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:40:36,075 - [INFO] - [Evaluating Epoch 433 valid]: + MRR: Tail : 0.41496, Head : 0.23722, Avg : 0.32609 + +2023-05-10 17:40:36,076 - [INFO] - [Epoch 433]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-05-10 17:40:37,288 - [INFO] - [E:434| 0]: Train Loss:0.0011155, Val MRR:0.32631, yago11k +2023-05-10 17:42:09,792 - [INFO] - [E:434| 100]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 17:43:55,307 - [INFO] - [E:434| 200]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 17:45:40,731 - [INFO] - [E:434| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 17:47:25,761 - [INFO] - [E:434| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 17:49:09,964 - [INFO] - [E:434| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 17:50:41,732 - [INFO] - [E:434| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 17:50:41,733 - [INFO] - [Epoch:434]: Training Loss:0.001105 + +2023-05-10 17:50:42,087 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 17:51:03,519 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 17:51:25,137 - [INFO] - [Evaluating Epoch 434 valid]: + MRR: Tail : 0.41456, Head : 0.2359, Avg : 0.32523 + +2023-05-10 17:51:25,137 - [INFO] - [Epoch 434]: Training Loss: 0.0011047, Valid MRR: 0.32631, + + + +2023-05-10 17:51:26,038 - [INFO] - [E:435| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k +2023-05-10 17:53:11,265 - [INFO] - [E:435| 100]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 17:54:55,972 - [INFO] - [E:435| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 17:56:42,048 - [INFO] - [E:435| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 17:58:26,557 - [INFO] - [E:435| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 17:59:59,443 - [INFO] - [E:435| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 18:01:42,714 - [INFO] - [E:435| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 18:01:42,715 - [INFO] - [Epoch:435]: Training Loss:0.001105 + +2023-05-10 18:01:42,978 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:02:04,596 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:02:25,897 - [INFO] - [Evaluating Epoch 435 valid]: + MRR: Tail : 0.41312, Head : 0.23676, Avg : 0.32494 + +2023-05-10 18:02:25,897 - [INFO] - [Epoch 435]: Training Loss: 0.0011049, Valid MRR: 0.32631, + + + +2023-05-10 18:02:27,100 - [INFO] - [E:436| 0]: Train Loss:0.001126, Val MRR:0.32631, yago11k +2023-05-10 18:04:11,095 - [INFO] - [E:436| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 18:05:56,520 - [INFO] - [E:436| 200]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 18:07:41,781 - [INFO] - [E:436| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 18:09:15,323 - [INFO] - [E:436| 400]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 18:10:59,950 - [INFO] - [E:436| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 18:12:43,491 - [INFO] - [E:436| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 18:12:43,491 - [INFO] - [Epoch:436]: Training Loss:0.001105 + +2023-05-10 18:12:43,831 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:13:05,524 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:13:26,746 - [INFO] - [Evaluating Epoch 436 valid]: + MRR: Tail : 0.41663, Head : 0.23511, Avg : 0.32587 + +2023-05-10 18:13:26,746 - [INFO] - [Epoch 436]: Training Loss: 0.0011046, Valid MRR: 0.32631, + + + +2023-05-10 18:13:27,843 - [INFO] - [E:437| 0]: Train Loss:0.0011157, Val MRR:0.32631, yago11k +2023-05-10 18:15:12,361 - [INFO] - [E:437| 100]: Train Loss:0.0011016, Val MRR:0.32631, yago11k +2023-05-10 18:16:50,458 - [INFO] - [E:437| 200]: Train Loss:0.0011028, Val MRR:0.32631, yago11k +2023-05-10 18:18:28,709 - [INFO] - [E:437| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 18:20:13,774 - [INFO] - [E:437| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:21:57,594 - [INFO] - [E:437| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:23:44,295 - [INFO] - [E:437| 600]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 18:23:44,296 - [INFO] - [Epoch:437]: Training Loss:0.001105 + +2023-05-10 18:23:44,597 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:24:05,350 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:24:26,251 - [INFO] - [Evaluating Epoch 437 valid]: + MRR: Tail : 0.41627, Head : 0.23558, Avg : 0.32593 + +2023-05-10 18:24:26,252 - [INFO] - [Epoch 437]: Training Loss: 0.0011045, Valid MRR: 0.32631, + + + +2023-05-10 18:24:27,315 - [INFO] - [E:438| 0]: Train Loss:0.0010883, Val MRR:0.32631, yago11k +2023-05-10 18:25:58,225 - [INFO] - [E:438| 100]: Train Loss:0.0011061, Val MRR:0.32631, yago11k +2023-05-10 18:27:42,592 - [INFO] - [E:438| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k +2023-05-10 18:29:26,791 - [INFO] - [E:438| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k +2023-05-10 18:31:11,050 - [INFO] - [E:438| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 18:32:55,259 - [INFO] - [E:438| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 18:34:34,542 - [INFO] - [E:438| 600]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 18:34:34,543 - [INFO] - [Epoch:438]: Training Loss:0.001104 + +2023-05-10 18:34:34,767 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:34:47,844 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:35:08,953 - [INFO] - [Evaluating Epoch 438 valid]: + MRR: Tail : 0.41316, Head : 0.23621, Avg : 0.32469 + +2023-05-10 18:35:08,953 - [INFO] - [Epoch 438]: Training Loss: 0.0011043, Valid MRR: 0.32631, + + + +2023-05-10 18:35:10,169 - [INFO] - [E:439| 0]: Train Loss:0.0010952, Val MRR:0.32631, yago11k +2023-05-10 18:36:55,731 - [INFO] - [E:439| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 18:38:40,412 - [INFO] - [E:439| 200]: Train Loss:0.0011029, Val MRR:0.32631, yago11k +2023-05-10 18:40:25,598 - [INFO] - [E:439| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 18:42:10,708 - [INFO] - [E:439| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 18:43:43,196 - [INFO] - [E:439| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:45:26,415 - [INFO] - [E:439| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:45:26,416 - [INFO] - [Epoch:439]: Training Loss:0.001104 + +2023-05-10 18:45:26,763 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:45:48,609 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:46:09,559 - [INFO] - [Evaluating Epoch 439 valid]: + MRR: Tail : 0.41131, Head : 0.23644, Avg : 0.32388 + MR: Tail : 679.76, Head : 1018.4, Avg : 849.11 + Hit-1: Tail : 0.32565, Head : 0.1945, Avg : 0.26007 + Hit-3: Tail : 0.4504, Head : 0.23548, Avg : 0.34294 + Hit-10: Tail : 0.57919, Head : 0.31509, Avg : 0.44714 +2023-05-10 18:46:09,559 - [INFO] - [Epoch 439]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-05-10 18:46:10,640 - [INFO] - [E:440| 0]: Train Loss:0.0011176, Val MRR:0.32631, yago11k +2023-05-10 18:47:55,880 - [INFO] - [E:440| 100]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 18:49:40,235 - [INFO] - [E:440| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 18:51:24,894 - [INFO] - [E:440| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:52:57,965 - [INFO] - [E:440| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 18:54:42,607 - [INFO] - [E:440| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 18:56:26,507 - [INFO] - [E:440| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 18:56:26,508 - [INFO] - [Epoch:440]: Training Loss:0.001104 + +2023-05-10 18:56:26,913 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 18:56:48,231 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 18:57:09,866 - [INFO] - [Evaluating Epoch 440 valid]: + MRR: Tail : 0.41286, Head : 0.23395, Avg : 0.32341 + +2023-05-10 18:57:09,866 - [INFO] - [Epoch 440]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-05-10 18:57:10,790 - [INFO] - [E:441| 0]: Train Loss:0.0010775, Val MRR:0.32631, yago11k +2023-05-10 18:58:55,647 - [INFO] - [E:441| 100]: Train Loss:0.0011025, Val MRR:0.32631, yago11k +2023-05-10 19:00:40,427 - [INFO] - [E:441| 200]: Train Loss:0.0011027, Val MRR:0.32631, yago11k +2023-05-10 19:02:13,060 - [INFO] - [E:441| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 19:03:57,465 - [INFO] - [E:441| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 19:05:41,662 - [INFO] - [E:441| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 19:07:25,763 - [INFO] - [E:441| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 19:07:25,763 - [INFO] - [Epoch:441]: Training Loss:0.001104 + +2023-05-10 19:07:26,239 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:07:47,642 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:08:08,877 - [INFO] - [Evaluating Epoch 441 valid]: + MRR: Tail : 0.41647, Head : 0.23604, Avg : 0.32626 + +2023-05-10 19:08:08,877 - [INFO] - [Epoch 441]: Training Loss: 0.0011044, Valid MRR: 0.32631, + + + +2023-05-10 19:08:09,964 - [INFO] - [E:442| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k +2023-05-10 19:09:44,356 - [INFO] - [E:442| 100]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 19:11:30,436 - [INFO] - [E:442| 200]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 19:13:15,773 - [INFO] - [E:442| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 19:15:00,569 - [INFO] - [E:442| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 19:16:45,414 - [INFO] - [E:442| 500]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:18:25,443 - [INFO] - [E:442| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 19:18:25,443 - [INFO] - [Epoch:442]: Training Loss:0.001104 + +2023-05-10 19:18:25,662 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:18:37,890 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:18:58,617 - [INFO] - [Evaluating Epoch 442 valid]: + MRR: Tail : 0.4151, Head : 0.23505, Avg : 0.32508 + +2023-05-10 19:18:58,617 - [INFO] - [Epoch 442]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-05-10 19:18:59,802 - [INFO] - [E:443| 0]: Train Loss:0.0011096, Val MRR:0.32631, yago11k +2023-05-10 19:20:44,524 - [INFO] - [E:443| 100]: Train Loss:0.001103, Val MRR:0.32631, yago11k +2023-05-10 19:22:29,111 - [INFO] - [E:443| 200]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 19:24:13,863 - [INFO] - [E:443| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 19:25:58,504 - [INFO] - [E:443| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 19:27:31,521 - [INFO] - [E:443| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k +2023-05-10 19:29:15,357 - [INFO] - [E:443| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 19:29:15,357 - [INFO] - [Epoch:443]: Training Loss:0.001104 + +2023-05-10 19:29:15,804 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:29:37,213 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:29:58,364 - [INFO] - [Evaluating Epoch 443 valid]: + MRR: Tail : 0.41607, Head : 0.23479, Avg : 0.32543 + +2023-05-10 19:29:58,364 - [INFO] - [Epoch 443]: Training Loss: 0.0011044, Valid MRR: 0.32631, + + + +2023-05-10 19:29:59,575 - [INFO] - [E:444| 0]: Train Loss:0.001101, Val MRR:0.32631, yago11k +2023-05-10 19:31:43,517 - [INFO] - [E:444| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 19:33:27,332 - [INFO] - [E:444| 200]: Train Loss:0.0011033, Val MRR:0.32631, yago11k +2023-05-10 19:35:10,898 - [INFO] - [E:444| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:36:44,175 - [INFO] - [E:444| 400]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 19:38:29,283 - [INFO] - [E:444| 500]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 19:40:13,045 - [INFO] - [E:444| 600]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 19:40:13,046 - [INFO] - [Epoch:444]: Training Loss:0.001104 + +2023-05-10 19:40:13,398 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:40:35,043 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:40:56,315 - [INFO] - [Evaluating Epoch 444 valid]: + MRR: Tail : 0.41608, Head : 0.23465, Avg : 0.32536 + +2023-05-10 19:40:56,315 - [INFO] - [Epoch 444]: Training Loss: 0.0011041, Valid MRR: 0.32631, + + + +2023-05-10 19:40:57,424 - [INFO] - [E:445| 0]: Train Loss:0.0011099, Val MRR:0.32631, yago11k +2023-05-10 19:42:41,958 - [INFO] - [E:445| 100]: Train Loss:0.0011069, Val MRR:0.32631, yago11k +2023-05-10 19:44:26,953 - [INFO] - [E:445| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k +2023-05-10 19:45:59,998 - [INFO] - [E:445| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:47:44,595 - [INFO] - [E:445| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 19:49:28,840 - [INFO] - [E:445| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 19:51:12,551 - [INFO] - [E:445| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:51:12,551 - [INFO] - [Epoch:445]: Training Loss:0.001104 + +2023-05-10 19:51:12,950 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 19:51:34,229 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 19:51:55,910 - [INFO] - [Evaluating Epoch 445 valid]: + MRR: Tail : 0.41114, Head : 0.23454, Avg : 0.32284 + +2023-05-10 19:51:55,910 - [INFO] - [Epoch 445]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-05-10 19:51:56,790 - [INFO] - [E:446| 0]: Train Loss:0.0011194, Val MRR:0.32631, yago11k +2023-05-10 19:53:30,054 - [INFO] - [E:446| 100]: Train Loss:0.0011031, Val MRR:0.32631, yago11k +2023-05-10 19:55:12,159 - [INFO] - [E:446| 200]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 19:56:56,081 - [INFO] - [E:446| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 19:58:40,907 - [INFO] - [E:446| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 20:00:27,306 - [INFO] - [E:446| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 20:02:08,472 - [INFO] - [E:446| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:02:08,472 - [INFO] - [Epoch:446]: Training Loss:0.001104 + +2023-05-10 20:02:08,692 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:02:20,914 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:02:40,521 - [INFO] - [Evaluating Epoch 446 valid]: + MRR: Tail : 0.41113, Head : 0.23359, Avg : 0.32236 + +2023-05-10 20:02:40,521 - [INFO] - [Epoch 446]: Training Loss: 0.0011042, Valid MRR: 0.32631, + + + +2023-05-10 20:02:41,718 - [INFO] - [E:447| 0]: Train Loss:0.00111, Val MRR:0.32631, yago11k +2023-05-10 20:04:25,239 - [INFO] - [E:447| 100]: Train Loss:0.0011021, Val MRR:0.32631, yago11k +2023-05-10 20:06:09,711 - [INFO] - [E:447| 200]: Train Loss:0.0011026, Val MRR:0.32631, yago11k +2023-05-10 20:07:53,782 - [INFO] - [E:447| 300]: Train Loss:0.0011027, Val MRR:0.32631, yago11k +2023-05-10 20:09:38,091 - [INFO] - [E:447| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 20:11:10,917 - [INFO] - [E:447| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 20:12:54,480 - [INFO] - [E:447| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:12:54,481 - [INFO] - [Epoch:447]: Training Loss:0.001104 + +2023-05-10 20:12:54,891 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:13:16,025 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:13:37,165 - [INFO] - [Evaluating Epoch 447 valid]: + MRR: Tail : 0.41268, Head : 0.23443, Avg : 0.32355 + +2023-05-10 20:13:37,165 - [INFO] - [Epoch 447]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-05-10 20:13:38,239 - [INFO] - [E:448| 0]: Train Loss:0.0011075, Val MRR:0.32631, yago11k +2023-05-10 20:15:22,948 - [INFO] - [E:448| 100]: Train Loss:0.0011017, Val MRR:0.32631, yago11k +2023-05-10 20:17:07,639 - [INFO] - [E:448| 200]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 20:18:52,781 - [INFO] - [E:448| 300]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 20:20:25,505 - [INFO] - [E:448| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 20:22:09,832 - [INFO] - [E:448| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:23:53,094 - [INFO] - [E:448| 600]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 20:23:53,095 - [INFO] - [Epoch:448]: Training Loss:0.001104 + +2023-05-10 20:23:53,447 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:24:14,567 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:24:36,031 - [INFO] - [Evaluating Epoch 448 valid]: + MRR: Tail : 0.4095, Head : 0.23347, Avg : 0.32148 + +2023-05-10 20:24:36,031 - [INFO] - [Epoch 448]: Training Loss: 0.0011038, Valid MRR: 0.32631, + + + +2023-05-10 20:24:37,220 - [INFO] - [E:449| 0]: Train Loss:0.0010949, Val MRR:0.32631, yago11k +2023-05-10 20:26:21,812 - [INFO] - [E:449| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k +2023-05-10 20:28:05,393 - [INFO] - [E:449| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 20:29:37,611 - [INFO] - [E:449| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:31:21,701 - [INFO] - [E:449| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:33:06,743 - [INFO] - [E:449| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:34:50,824 - [INFO] - [E:449| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:34:50,824 - [INFO] - [Epoch:449]: Training Loss:0.001104 + +2023-05-10 20:34:51,177 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:35:12,852 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:35:34,316 - [INFO] - [Evaluating Epoch 449 valid]: + MRR: Tail : 0.41473, Head : 0.23378, Avg : 0.32426 + MR: Tail : 652.99, Head : 1027.9, Avg : 840.47 + Hit-1: Tail : 0.33162, Head : 0.19241, Avg : 0.26202 + Hit-3: Tail : 0.45596, Head : 0.23118, Avg : 0.34357 + Hit-10: Tail : 0.58044, Head : 0.31203, Avg : 0.44624 +2023-05-10 20:35:34,317 - [INFO] - [Epoch 449]: Training Loss: 0.001104, Valid MRR: 0.32631, + + + +2023-05-10 20:35:35,152 - [INFO] - [E:450| 0]: Train Loss:0.0011053, Val MRR:0.32631, yago11k +2023-05-10 20:37:14,098 - [INFO] - [E:450| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:38:53,606 - [INFO] - [E:450| 200]: Train Loss:0.0011055, Val MRR:0.32631, yago11k +2023-05-10 20:40:37,920 - [INFO] - [E:450| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:42:22,619 - [INFO] - [E:450| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 20:44:06,556 - [INFO] - [E:450| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:45:49,671 - [INFO] - [E:450| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:45:49,671 - [INFO] - [Epoch:450]: Training Loss:0.001104 + +2023-05-10 20:45:50,174 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:46:02,611 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:46:19,058 - [INFO] - [Evaluating Epoch 450 valid]: + MRR: Tail : 0.41225, Head : 0.23558, Avg : 0.32392 + +2023-05-10 20:46:19,058 - [INFO] - [Epoch 450]: Training Loss: 0.0011037, Valid MRR: 0.32631, + + + +2023-05-10 20:46:19,979 - [INFO] - [E:451| 0]: Train Loss:0.0010995, Val MRR:0.32631, yago11k +2023-05-10 20:48:06,923 - [INFO] - [E:451| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 20:49:51,140 - [INFO] - [E:451| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:51:35,817 - [INFO] - [E:451| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k +2023-05-10 20:53:20,317 - [INFO] - [E:451| 400]: Train Loss:0.001104, Val MRR:0.32631, yago11k +2023-05-10 20:54:58,122 - [INFO] - [E:451| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 20:56:37,190 - [INFO] - [E:451| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k +2023-05-10 20:56:37,191 - [INFO] - [Epoch:451]: Training Loss:0.001104 + +2023-05-10 20:56:37,527 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 20:56:58,592 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 20:57:20,217 - [INFO] - [Evaluating Epoch 451 valid]: + MRR: Tail : 0.4087, Head : 0.23425, Avg : 0.32148 + +2023-05-10 20:57:20,217 - [INFO] - [Epoch 451]: Training Loss: 0.0011037, Valid MRR: 0.32631, + + + +2023-05-10 20:57:21,403 - [INFO] - [E:452| 0]: Train Loss:0.0011021, Val MRR:0.32631, yago11k +2023-05-10 20:59:06,332 - [INFO] - [E:452| 100]: Train Loss:0.0011038, Val MRR:0.32631, yago11k +2023-05-10 21:00:50,493 - [INFO] - [E:452| 200]: Train Loss:0.0011054, Val MRR:0.32631, yago11k +2023-05-10 21:02:35,198 - [INFO] - [E:452| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 21:04:07,669 - [INFO] - [E:452| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 21:05:51,495 - [INFO] - [E:452| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 21:07:35,426 - [INFO] - [E:452| 600]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 21:07:35,426 - [INFO] - [Epoch:452]: Training Loss:0.001104 + +2023-05-10 21:07:35,828 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:07:57,609 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:08:18,922 - [INFO] - [Evaluating Epoch 452 valid]: + MRR: Tail : 0.40956, Head : 0.23484, Avg : 0.3222 + +2023-05-10 21:08:18,922 - [INFO] - [Epoch 452]: Training Loss: 0.0011039, Valid MRR: 0.32631, + + + +2023-05-10 21:08:19,928 - [INFO] - [E:453| 0]: Train Loss:0.0010934, Val MRR:0.32631, yago11k +2023-05-10 21:10:05,419 - [INFO] - [E:453| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 21:11:49,879 - [INFO] - [E:453| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k +2023-05-10 21:13:22,401 - [INFO] - [E:453| 300]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 21:15:06,846 - [INFO] - [E:453| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 21:16:51,712 - [INFO] - [E:453| 500]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 21:18:36,363 - [INFO] - [E:453| 600]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 21:18:36,364 - [INFO] - [Epoch:453]: Training Loss:0.001103 + +2023-05-10 21:18:36,814 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:18:58,547 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:19:19,490 - [INFO] - [Evaluating Epoch 453 valid]: + MRR: Tail : 0.41295, Head : 0.2363, Avg : 0.32462 + +2023-05-10 21:19:19,490 - [INFO] - [Epoch 453]: Training Loss: 0.0011032, Valid MRR: 0.32631, + + + +2023-05-10 21:19:20,698 - [INFO] - [E:454| 0]: Train Loss:0.0011147, Val MRR:0.32631, yago11k +2023-05-10 21:21:04,352 - [INFO] - [E:454| 100]: Train Loss:0.0011018, Val MRR:0.32631, yago11k +2023-05-10 21:22:38,728 - [INFO] - [E:454| 200]: Train Loss:0.0011022, Val MRR:0.32631, yago11k +2023-05-10 21:24:22,271 - [INFO] - [E:454| 300]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 21:26:05,682 - [INFO] - [E:454| 400]: Train Loss:0.0011031, Val MRR:0.32631, yago11k +2023-05-10 21:27:50,029 - [INFO] - [E:454| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 21:29:34,094 - [INFO] - [E:454| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 21:29:34,095 - [INFO] - [Epoch:454]: Training Loss:0.001103 + +2023-05-10 21:29:34,356 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:29:46,643 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:30:02,445 - [INFO] - [Evaluating Epoch 454 valid]: + MRR: Tail : 0.41324, Head : 0.23406, Avg : 0.32365 + +2023-05-10 21:30:02,445 - [INFO] - [Epoch 454]: Training Loss: 0.0011034, Valid MRR: 0.32631, + + + +2023-05-10 21:30:03,659 - [INFO] - [E:455| 0]: Train Loss:0.0010945, Val MRR:0.32631, yago11k +2023-05-10 21:31:48,758 - [INFO] - [E:455| 100]: Train Loss:0.0011029, Val MRR:0.32631, yago11k +2023-05-10 21:33:32,522 - [INFO] - [E:455| 200]: Train Loss:0.0011048, Val MRR:0.32631, yago11k +2023-05-10 21:35:17,052 - [INFO] - [E:455| 300]: Train Loss:0.0011049, Val MRR:0.32631, yago11k +2023-05-10 21:37:03,879 - [INFO] - [E:455| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 21:38:40,942 - [INFO] - [E:455| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 21:40:22,131 - [INFO] - [E:455| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 21:40:22,131 - [INFO] - [Epoch:455]: Training Loss:0.001104 + +2023-05-10 21:40:22,479 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:40:44,138 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:41:05,820 - [INFO] - [Evaluating Epoch 455 valid]: + MRR: Tail : 0.41213, Head : 0.2362, Avg : 0.32417 + +2023-05-10 21:41:05,820 - [INFO] - [Epoch 455]: Training Loss: 0.0011036, Valid MRR: 0.32631, + + + +2023-05-10 21:41:06,735 - [INFO] - [E:456| 0]: Train Loss:0.0011015, Val MRR:0.32631, yago11k +2023-05-10 21:42:50,541 - [INFO] - [E:456| 100]: Train Loss:0.0011014, Val MRR:0.32631, yago11k +2023-05-10 21:44:34,282 - [INFO] - [E:456| 200]: Train Loss:0.001103, Val MRR:0.32631, yago11k +2023-05-10 21:46:18,531 - [INFO] - [E:456| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 21:47:51,538 - [INFO] - [E:456| 400]: Train Loss:0.0011033, Val MRR:0.32631, yago11k +2023-05-10 21:49:35,684 - [INFO] - [E:456| 500]: Train Loss:0.0011032, Val MRR:0.32631, yago11k +2023-05-10 21:51:18,778 - [INFO] - [E:456| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k +2023-05-10 21:51:18,778 - [INFO] - [Epoch:456]: Training Loss:0.001103 + +2023-05-10 21:51:19,162 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 21:51:40,738 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 21:52:02,109 - [INFO] - [Evaluating Epoch 456 valid]: + MRR: Tail : 0.41326, Head : 0.23489, Avg : 0.32407 + +2023-05-10 21:52:02,109 - [INFO] - [Epoch 456]: Training Loss: 0.0011034, Valid MRR: 0.32631, + + + +2023-05-10 21:52:02,937 - [INFO] - [E:457| 0]: Train Loss:0.0011125, Val MRR:0.32631, yago11k +2023-05-10 21:53:47,732 - [INFO] - [E:457| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k +2023-05-10 21:55:32,240 - [INFO] - [E:457| 200]: Train Loss:0.0011035, Val MRR:0.32631, yago11k +2023-05-10 21:57:05,187 - [INFO] - [E:457| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k +2023-05-10 21:58:50,050 - [INFO] - [E:457| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k +2023-05-10 22:00:34,172 - [INFO] - [E:457| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k +2023-05-10 22:02:17,391 - [INFO] - [E:457| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k +2023-05-10 22:02:17,391 - [INFO] - [Epoch:457]: Training Loss:0.001104 + +2023-05-10 22:02:17,681 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:02:38,971 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:03:00,408 - [INFO] - [Evaluating Epoch 457 valid]: + MRR: Tail : 0.41899, Head : 0.23641, Avg : 0.3277 + +2023-05-10 22:03:01,470 - [INFO] - [Epoch 457]: Training Loss: 0.0011036, Valid MRR: 0.3277, + + + +2023-05-10 22:03:02,679 - [INFO] - [E:458| 0]: Train Loss:0.0011138, Val MRR:0.3277, yago11k +2023-05-10 22:04:44,895 - [INFO] - [E:458| 100]: Train Loss:0.0011064, Val MRR:0.3277, yago11k +2023-05-10 22:06:19,839 - [INFO] - [E:458| 200]: Train Loss:0.0011045, Val MRR:0.3277, yago11k +2023-05-10 22:08:04,426 - [INFO] - [E:458| 300]: Train Loss:0.001104, Val MRR:0.3277, yago11k +2023-05-10 22:09:49,015 - [INFO] - [E:458| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k +2023-05-10 22:11:34,230 - [INFO] - [E:458| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 22:13:18,034 - [INFO] - [E:458| 600]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 22:13:18,034 - [INFO] - [Epoch:458]: Training Loss:0.001104 + +2023-05-10 22:13:18,344 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:13:33,858 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:13:47,057 - [INFO] - [Evaluating Epoch 458 valid]: + MRR: Tail : 0.41448, Head : 0.23577, Avg : 0.32512 + +2023-05-10 22:13:47,058 - [INFO] - [Epoch 458]: Training Loss: 0.0011035, Valid MRR: 0.3277, + + + +2023-05-10 22:13:47,976 - [INFO] - [E:459| 0]: Train Loss:0.0011005, Val MRR:0.3277, yago11k +2023-05-10 22:15:32,440 - [INFO] - [E:459| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-10 22:17:16,701 - [INFO] - [E:459| 200]: Train Loss:0.0011022, Val MRR:0.3277, yago11k +2023-05-10 22:19:00,652 - [INFO] - [E:459| 300]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-10 22:20:45,017 - [INFO] - [E:459| 400]: Train Loss:0.0011029, Val MRR:0.3277, yago11k +2023-05-10 22:22:22,141 - [INFO] - [E:459| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 22:24:01,570 - [INFO] - [E:459| 600]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 22:24:01,570 - [INFO] - [Epoch:459]: Training Loss:0.001103 + +2023-05-10 22:24:02,001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:24:23,662 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:24:46,950 - [INFO] - [Evaluating Epoch 459 valid]: + MRR: Tail : 0.41481, Head : 0.23581, Avg : 0.32531 + MR: Tail : 679.6, Head : 1025.8, Avg : 852.7 + Hit-1: Tail : 0.33079, Head : 0.19325, Avg : 0.26202 + Hit-3: Tail : 0.45235, Head : 0.23451, Avg : 0.34343 + Hit-10: Tail : 0.58739, Head : 0.3162, Avg : 0.45179 +2023-05-10 22:24:46,950 - [INFO] - [Epoch 459]: Training Loss: 0.0011031, Valid MRR: 0.3277, + + + +2023-05-10 22:24:48,150 - [INFO] - [E:460| 0]: Train Loss:0.0010997, Val MRR:0.3277, yago11k +2023-05-10 22:26:32,772 - [INFO] - [E:460| 100]: Train Loss:0.0011029, Val MRR:0.3277, yago11k +2023-05-10 22:28:16,956 - [INFO] - [E:460| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 22:30:01,858 - [INFO] - [E:460| 300]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 22:31:34,885 - [INFO] - [E:460| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 22:33:19,668 - [INFO] - [E:460| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 22:35:03,673 - [INFO] - [E:460| 600]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 22:35:03,673 - [INFO] - [Epoch:460]: Training Loss:0.001103 + +2023-05-10 22:35:04,015 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:35:25,654 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:35:46,881 - [INFO] - [Evaluating Epoch 460 valid]: + MRR: Tail : 0.41609, Head : 0.23495, Avg : 0.32552 + +2023-05-10 22:35:46,881 - [INFO] - [Epoch 460]: Training Loss: 0.0011033, Valid MRR: 0.3277, + + + +2023-05-10 22:35:47,977 - [INFO] - [E:461| 0]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 22:37:32,563 - [INFO] - [E:461| 100]: Train Loss:0.0011046, Val MRR:0.3277, yago11k +2023-05-10 22:39:17,048 - [INFO] - [E:461| 200]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 22:40:49,900 - [INFO] - [E:461| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 22:42:34,310 - [INFO] - [E:461| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k +2023-05-10 22:44:19,461 - [INFO] - [E:461| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 22:46:04,201 - [INFO] - [E:461| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 22:46:04,201 - [INFO] - [Epoch:461]: Training Loss:0.001103 + +2023-05-10 22:46:04,638 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:46:26,292 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:46:47,657 - [INFO] - [Evaluating Epoch 461 valid]: + MRR: Tail : 0.41504, Head : 0.23481, Avg : 0.32492 + +2023-05-10 22:46:47,658 - [INFO] - [Epoch 461]: Training Loss: 0.0011032, Valid MRR: 0.3277, + + + +2023-05-10 22:46:48,869 - [INFO] - [E:462| 0]: Train Loss:0.0010995, Val MRR:0.3277, yago11k +2023-05-10 22:48:33,266 - [INFO] - [E:462| 100]: Train Loss:0.0011054, Val MRR:0.3277, yago11k +2023-05-10 22:50:06,025 - [INFO] - [E:462| 200]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 22:51:50,110 - [INFO] - [E:462| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 22:53:33,619 - [INFO] - [E:462| 400]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 22:55:17,378 - [INFO] - [E:462| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 22:57:00,479 - [INFO] - [E:462| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 22:57:00,479 - [INFO] - [Epoch:462]: Training Loss:0.001103 + +2023-05-10 22:57:00,880 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 22:57:16,141 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 22:57:29,343 - [INFO] - [Evaluating Epoch 462 valid]: + MRR: Tail : 0.41348, Head : 0.23519, Avg : 0.32433 + +2023-05-10 22:57:29,343 - [INFO] - [Epoch 462]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-05-10 22:57:30,310 - [INFO] - [E:463| 0]: Train Loss:0.0011057, Val MRR:0.3277, yago11k +2023-05-10 22:59:15,665 - [INFO] - [E:463| 100]: Train Loss:0.0011025, Val MRR:0.3277, yago11k +2023-05-10 23:00:59,585 - [INFO] - [E:463| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:02:43,348 - [INFO] - [E:463| 300]: Train Loss:0.0011029, Val MRR:0.3277, yago11k +2023-05-10 23:04:27,408 - [INFO] - [E:463| 400]: Train Loss:0.0011027, Val MRR:0.3277, yago11k +2023-05-10 23:06:04,981 - [INFO] - [E:463| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k +2023-05-10 23:07:43,983 - [INFO] - [E:463| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 23:07:43,984 - [INFO] - [Epoch:463]: Training Loss:0.001103 + +2023-05-10 23:07:44,442 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:08:06,010 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:08:27,244 - [INFO] - [Evaluating Epoch 463 valid]: + MRR: Tail : 0.41777, Head : 0.23635, Avg : 0.32706 + +2023-05-10 23:08:27,245 - [INFO] - [Epoch 463]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-05-10 23:08:28,459 - [INFO] - [E:464| 0]: Train Loss:0.0011081, Val MRR:0.3277, yago11k +2023-05-10 23:10:12,967 - [INFO] - [E:464| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-10 23:11:57,099 - [INFO] - [E:464| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:13:44,085 - [INFO] - [E:464| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:15:16,591 - [INFO] - [E:464| 400]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:17:01,700 - [INFO] - [E:464| 500]: Train Loss:0.0011037, Val MRR:0.3277, yago11k +2023-05-10 23:18:45,658 - [INFO] - [E:464| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 23:18:45,658 - [INFO] - [Epoch:464]: Training Loss:0.001103 + +2023-05-10 23:18:46,117 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:19:07,562 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:19:29,130 - [INFO] - [Evaluating Epoch 464 valid]: + MRR: Tail : 0.41183, Head : 0.23684, Avg : 0.32433 + +2023-05-10 23:19:29,130 - [INFO] - [Epoch 464]: Training Loss: 0.0011032, Valid MRR: 0.3277, + + + +2023-05-10 23:19:30,062 - [INFO] - [E:465| 0]: Train Loss:0.0010994, Val MRR:0.3277, yago11k +2023-05-10 23:21:14,742 - [INFO] - [E:465| 100]: Train Loss:0.0011007, Val MRR:0.3277, yago11k +2023-05-10 23:22:58,619 - [INFO] - [E:465| 200]: Train Loss:0.0011019, Val MRR:0.3277, yago11k +2023-05-10 23:24:31,323 - [INFO] - [E:465| 300]: Train Loss:0.0011027, Val MRR:0.3277, yago11k +2023-05-10 23:26:15,810 - [INFO] - [E:465| 400]: Train Loss:0.0011023, Val MRR:0.3277, yago11k +2023-05-10 23:28:00,138 - [INFO] - [E:465| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-10 23:29:43,509 - [INFO] - [E:465| 600]: Train Loss:0.0011026, Val MRR:0.3277, yago11k +2023-05-10 23:29:43,510 - [INFO] - [Epoch:465]: Training Loss:0.001103 + +2023-05-10 23:29:43,981 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:30:05,258 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:30:26,379 - [INFO] - [Evaluating Epoch 465 valid]: + MRR: Tail : 0.41249, Head : 0.23944, Avg : 0.32597 + +2023-05-10 23:30:26,379 - [INFO] - [Epoch 465]: Training Loss: 0.0011026, Valid MRR: 0.3277, + + + +2023-05-10 23:30:27,462 - [INFO] - [E:466| 0]: Train Loss:0.0011056, Val MRR:0.3277, yago11k +2023-05-10 23:32:11,967 - [INFO] - [E:466| 100]: Train Loss:0.0011047, Val MRR:0.3277, yago11k +2023-05-10 23:33:44,214 - [INFO] - [E:466| 200]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 23:35:28,396 - [INFO] - [E:466| 300]: Train Loss:0.0011037, Val MRR:0.3277, yago11k +2023-05-10 23:37:12,923 - [INFO] - [E:466| 400]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 23:38:57,328 - [INFO] - [E:466| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k +2023-05-10 23:40:40,120 - [INFO] - [E:466| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k +2023-05-10 23:40:40,120 - [INFO] - [Epoch:466]: Training Loss:0.001103 + +2023-05-10 23:40:40,549 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:41:01,666 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:41:14,330 - [INFO] - [Evaluating Epoch 466 valid]: + MRR: Tail : 0.41304, Head : 0.23716, Avg : 0.3251 + +2023-05-10 23:41:14,330 - [INFO] - [Epoch 466]: Training Loss: 0.001103, Valid MRR: 0.3277, + + + +2023-05-10 23:41:14,982 - [INFO] - [E:467| 0]: Train Loss:0.0011165, Val MRR:0.3277, yago11k +2023-05-10 23:42:55,285 - [INFO] - [E:467| 100]: Train Loss:0.001104, Val MRR:0.3277, yago11k +2023-05-10 23:44:40,173 - [INFO] - [E:467| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 23:46:25,222 - [INFO] - [E:467| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-10 23:48:09,317 - [INFO] - [E:467| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k +2023-05-10 23:49:51,656 - [INFO] - [E:467| 500]: Train Loss:0.0011031, Val MRR:0.3277, yago11k +2023-05-10 23:51:25,836 - [INFO] - [E:467| 600]: Train Loss:0.0011029, Val MRR:0.3277, yago11k +2023-05-10 23:51:25,836 - [INFO] - [Epoch:467]: Training Loss:0.001103 + +2023-05-10 23:51:26,185 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-10 23:51:48,079 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-10 23:52:09,257 - [INFO] - [Evaluating Epoch 467 valid]: + MRR: Tail : 0.4145, Head : 0.23536, Avg : 0.32493 + +2023-05-10 23:52:09,257 - [INFO] - [Epoch 467]: Training Loss: 0.0011029, Valid MRR: 0.3277, + + + +2023-05-10 23:52:10,345 - [INFO] - [E:468| 0]: Train Loss:0.001105, Val MRR:0.3277, yago11k +2023-05-10 23:53:55,052 - [INFO] - [E:468| 100]: Train Loss:0.0011016, Val MRR:0.3277, yago11k +2023-05-10 23:55:40,525 - [INFO] - [E:468| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k +2023-05-10 23:57:25,816 - [INFO] - [E:468| 300]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-10 23:58:59,177 - [INFO] - [E:468| 400]: Train Loss:0.0011026, Val MRR:0.3277, yago11k +2023-05-11 00:00:43,724 - [INFO] - [E:468| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k +2023-05-11 00:02:29,805 - [INFO] - [E:468| 600]: Train Loss:0.0011027, Val MRR:0.3277, yago11k +2023-05-11 00:02:29,805 - [INFO] - [Epoch:468]: Training Loss:0.001103 + +2023-05-11 00:02:30,158 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:02:51,700 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:03:13,113 - [INFO] - [Evaluating Epoch 468 valid]: + MRR: Tail : 0.4116, Head : 0.2355, Avg : 0.32355 + +2023-05-11 00:03:13,113 - [INFO] - [Epoch 468]: Training Loss: 0.0011027, Valid MRR: 0.3277, + + + +2023-05-11 00:03:14,301 - [INFO] - [E:469| 0]: Train Loss:0.0011017, Val MRR:0.3277, yago11k +2023-05-11 00:04:58,731 - [INFO] - [E:469| 100]: Train Loss:0.0011052, Val MRR:0.3277, yago11k +2023-05-11 00:06:44,062 - [INFO] - [E:469| 200]: Train Loss:0.0011046, Val MRR:0.3277, yago11k +2023-05-11 00:08:16,847 - [INFO] - [E:469| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k +2023-05-11 00:10:01,627 - [INFO] - [E:469| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k +2023-05-11 00:11:46,243 - [INFO] - [E:469| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k +2023-05-11 00:13:30,427 - [INFO] - [E:469| 600]: Train Loss:0.0011025, Val MRR:0.3277, yago11k +2023-05-11 00:13:30,428 - [INFO] - [Epoch:469]: Training Loss:0.001103 + +2023-05-11 00:13:30,900 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:13:51,838 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:14:13,212 - [INFO] - [Evaluating Epoch 469 valid]: + MRR: Tail : 0.41858, Head : 0.23773, Avg : 0.32815 + MR: Tail : 675.36, Head : 1008.4, Avg : 841.87 + Hit-1: Tail : 0.33732, Head : 0.19519, Avg : 0.26625 + Hit-3: Tail : 0.45388, Head : 0.23923, Avg : 0.34655 + Hit-10: Tail : 0.58433, Head : 0.31425, Avg : 0.44929 +2023-05-11 00:14:14,210 - [INFO] - [Epoch 469]: Training Loss: 0.0011025, Valid MRR: 0.32815, + + + +2023-05-11 00:14:15,406 - [INFO] - [E:470| 0]: Train Loss:0.0010973, Val MRR:0.32815, yago11k +2023-05-11 00:15:59,401 - [INFO] - [E:470| 100]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 00:17:31,695 - [INFO] - [E:470| 200]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 00:19:16,623 - [INFO] - [E:470| 300]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 00:21:01,895 - [INFO] - [E:470| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:22:45,873 - [INFO] - [E:470| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 00:24:29,819 - [INFO] - [E:470| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 00:24:29,819 - [INFO] - [Epoch:470]: Training Loss:0.001103 + +2023-05-11 00:24:30,330 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:24:51,887 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:25:04,945 - [INFO] - [Evaluating Epoch 470 valid]: + MRR: Tail : 0.41589, Head : 0.23878, Avg : 0.32734 + +2023-05-11 00:25:04,945 - [INFO] - [Epoch 470]: Training Loss: 0.0011026, Valid MRR: 0.32815, + + + +2023-05-11 00:25:05,611 - [INFO] - [E:471| 0]: Train Loss:0.0011288, Val MRR:0.32815, yago11k +2023-05-11 00:26:45,195 - [INFO] - [E:471| 100]: Train Loss:0.0011002, Val MRR:0.32815, yago11k +2023-05-11 00:28:29,251 - [INFO] - [E:471| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k +2023-05-11 00:30:14,231 - [INFO] - [E:471| 300]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 00:31:58,541 - [INFO] - [E:471| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:33:36,746 - [INFO] - [E:471| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 00:35:15,043 - [INFO] - [E:471| 600]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:35:15,044 - [INFO] - [Epoch:471]: Training Loss:0.001102 + +2023-05-11 00:35:15,562 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:35:36,768 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:35:58,260 - [INFO] - [Evaluating Epoch 471 valid]: + MRR: Tail : 0.40805, Head : 0.23862, Avg : 0.32334 + +2023-05-11 00:35:58,260 - [INFO] - [Epoch 471]: Training Loss: 0.0011025, Valid MRR: 0.32815, + + + +2023-05-11 00:35:59,443 - [INFO] - [E:472| 0]: Train Loss:0.0010935, Val MRR:0.32815, yago11k +2023-05-11 00:37:43,518 - [INFO] - [E:472| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 00:39:27,980 - [INFO] - [E:472| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 00:41:13,173 - [INFO] - [E:472| 300]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:42:46,164 - [INFO] - [E:472| 400]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 00:44:30,793 - [INFO] - [E:472| 500]: Train Loss:0.0011028, Val MRR:0.32815, yago11k +2023-05-11 00:46:14,490 - [INFO] - [E:472| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 00:46:14,491 - [INFO] - [Epoch:472]: Training Loss:0.001102 + +2023-05-11 00:46:14,883 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:46:35,922 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:46:57,297 - [INFO] - [Evaluating Epoch 472 valid]: + MRR: Tail : 0.41663, Head : 0.23797, Avg : 0.3273 + +2023-05-11 00:46:57,297 - [INFO] - [Epoch 472]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-05-11 00:46:58,347 - [INFO] - [E:473| 0]: Train Loss:0.0011298, Val MRR:0.32815, yago11k +2023-05-11 00:48:43,554 - [INFO] - [E:473| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 00:50:30,451 - [INFO] - [E:473| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 00:52:03,371 - [INFO] - [E:473| 300]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 00:53:48,119 - [INFO] - [E:473| 400]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 00:55:32,403 - [INFO] - [E:473| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 00:57:16,359 - [INFO] - [E:473| 600]: Train Loss:0.0011028, Val MRR:0.32815, yago11k +2023-05-11 00:57:16,359 - [INFO] - [Epoch:473]: Training Loss:0.001103 + +2023-05-11 00:57:16,662 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 00:57:38,400 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 00:57:59,584 - [INFO] - [Evaluating Epoch 473 valid]: + MRR: Tail : 0.41367, Head : 0.23566, Avg : 0.32467 + +2023-05-11 00:57:59,584 - [INFO] - [Epoch 473]: Training Loss: 0.0011028, Valid MRR: 0.32815, + + + +2023-05-11 00:58:00,762 - [INFO] - [E:474| 0]: Train Loss:0.0011035, Val MRR:0.32815, yago11k +2023-05-11 00:59:44,876 - [INFO] - [E:474| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k +2023-05-11 01:01:18,317 - [INFO] - [E:474| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 01:03:02,706 - [INFO] - [E:474| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 01:04:46,509 - [INFO] - [E:474| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k +2023-05-11 01:06:30,295 - [INFO] - [E:474| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:08:13,415 - [INFO] - [E:474| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 01:08:13,415 - [INFO] - [Epoch:474]: Training Loss:0.001103 + +2023-05-11 01:08:13,892 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:08:34,876 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:08:47,923 - [INFO] - [Evaluating Epoch 474 valid]: + MRR: Tail : 0.41611, Head : 0.2362, Avg : 0.32615 + +2023-05-11 01:08:47,924 - [INFO] - [Epoch 474]: Training Loss: 0.0011026, Valid MRR: 0.32815, + + + +2023-05-11 01:08:48,588 - [INFO] - [E:475| 0]: Train Loss:0.0011007, Val MRR:0.32815, yago11k +2023-05-11 01:10:28,580 - [INFO] - [E:475| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k +2023-05-11 01:12:12,832 - [INFO] - [E:475| 200]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 01:13:57,651 - [INFO] - [E:475| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 01:15:42,147 - [INFO] - [E:475| 400]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 01:17:25,544 - [INFO] - [E:475| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 01:18:59,908 - [INFO] - [E:475| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:18:59,909 - [INFO] - [Epoch:475]: Training Loss:0.001102 + +2023-05-11 01:19:00,179 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:19:21,347 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:19:42,637 - [INFO] - [Evaluating Epoch 475 valid]: + MRR: Tail : 0.41537, Head : 0.23455, Avg : 0.32496 + +2023-05-11 01:19:42,637 - [INFO] - [Epoch 475]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-05-11 01:19:43,846 - [INFO] - [E:476| 0]: Train Loss:0.0011326, Val MRR:0.32815, yago11k +2023-05-11 01:21:28,317 - [INFO] - [E:476| 100]: Train Loss:0.0011007, Val MRR:0.32815, yago11k +2023-05-11 01:23:12,716 - [INFO] - [E:476| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 01:24:57,050 - [INFO] - [E:476| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 01:26:29,726 - [INFO] - [E:476| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 01:28:14,051 - [INFO] - [E:476| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 01:29:58,328 - [INFO] - [E:476| 600]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 01:29:58,329 - [INFO] - [Epoch:476]: Training Loss:0.001102 + +2023-05-11 01:29:58,849 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:30:20,107 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:30:41,481 - [INFO] - [Evaluating Epoch 476 valid]: + MRR: Tail : 0.41522, Head : 0.23676, Avg : 0.32599 + +2023-05-11 01:30:41,481 - [INFO] - [Epoch 476]: Training Loss: 0.001102, Valid MRR: 0.32815, + + + +2023-05-11 01:30:42,658 - [INFO] - [E:477| 0]: Train Loss:0.0011272, Val MRR:0.32815, yago11k +2023-05-11 01:32:27,290 - [INFO] - [E:477| 100]: Train Loss:0.0011, Val MRR:0.32815, yago11k +2023-05-11 01:34:11,573 - [INFO] - [E:477| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 01:35:44,842 - [INFO] - [E:477| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 01:37:28,895 - [INFO] - [E:477| 400]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:39:15,813 - [INFO] - [E:477| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 01:40:59,217 - [INFO] - [E:477| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:40:59,217 - [INFO] - [Epoch:477]: Training Loss:0.001102 + +2023-05-11 01:40:59,678 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:41:21,054 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:41:42,572 - [INFO] - [Evaluating Epoch 477 valid]: + MRR: Tail : 0.41345, Head : 0.23611, Avg : 0.32478 + +2023-05-11 01:41:42,572 - [INFO] - [Epoch 477]: Training Loss: 0.0011024, Valid MRR: 0.32815, + + + +2023-05-11 01:41:43,528 - [INFO] - [E:478| 0]: Train Loss:0.0010915, Val MRR:0.32815, yago11k +2023-05-11 01:43:28,385 - [INFO] - [E:478| 100]: Train Loss:0.0011008, Val MRR:0.32815, yago11k +2023-05-11 01:45:01,442 - [INFO] - [E:478| 200]: Train Loss:0.0011004, Val MRR:0.32815, yago11k +2023-05-11 01:46:46,804 - [INFO] - [E:478| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 01:48:31,057 - [INFO] - [E:478| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 01:50:15,355 - [INFO] - [E:478| 500]: Train Loss:0.0011015, Val MRR:0.32815, yago11k +2023-05-11 01:51:59,595 - [INFO] - [E:478| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 01:51:59,596 - [INFO] - [Epoch:478]: Training Loss:0.001102 + +2023-05-11 01:51:59,857 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 01:52:21,452 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 01:52:37,471 - [INFO] - [Evaluating Epoch 478 valid]: + MRR: Tail : 0.41666, Head : 0.23561, Avg : 0.32613 + +2023-05-11 01:52:37,472 - [INFO] - [Epoch 478]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-05-11 01:52:38,119 - [INFO] - [E:479| 0]: Train Loss:0.0010777, Val MRR:0.32815, yago11k +2023-05-11 01:54:15,038 - [INFO] - [E:479| 100]: Train Loss:0.001099, Val MRR:0.32815, yago11k +2023-05-11 01:55:59,047 - [INFO] - [E:479| 200]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 01:57:42,959 - [INFO] - [E:479| 300]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 01:59:26,709 - [INFO] - [E:479| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 02:01:08,160 - [INFO] - [E:479| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 02:02:42,320 - [INFO] - [E:479| 600]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 02:02:42,321 - [INFO] - [Epoch:479]: Training Loss:0.001102 + +2023-05-11 02:02:42,664 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:03:04,354 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:03:25,715 - [INFO] - [Evaluating Epoch 479 valid]: + MRR: Tail : 0.41437, Head : 0.23803, Avg : 0.3262 + MR: Tail : 701.36, Head : 1009.4, Avg : 855.37 + Hit-1: Tail : 0.33176, Head : 0.19672, Avg : 0.26424 + Hit-3: Tail : 0.44957, Head : 0.23645, Avg : 0.34301 + Hit-10: Tail : 0.57822, Head : 0.31648, Avg : 0.44735 +2023-05-11 02:03:25,715 - [INFO] - [Epoch 479]: Training Loss: 0.0011023, Valid MRR: 0.32815, + + + +2023-05-11 02:03:26,544 - [INFO] - [E:480| 0]: Train Loss:0.0010868, Val MRR:0.32815, yago11k +2023-05-11 02:05:10,568 - [INFO] - [E:480| 100]: Train Loss:0.0010996, Val MRR:0.32815, yago11k +2023-05-11 02:06:54,811 - [INFO] - [E:480| 200]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 02:08:39,780 - [INFO] - [E:480| 300]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 02:10:13,390 - [INFO] - [E:480| 400]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 02:11:57,811 - [INFO] - [E:480| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 02:13:41,453 - [INFO] - [E:480| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 02:13:41,453 - [INFO] - [Epoch:480]: Training Loss:0.001102 + +2023-05-11 02:13:41,801 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:14:03,295 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:14:24,987 - [INFO] - [Evaluating Epoch 480 valid]: + MRR: Tail : 0.41191, Head : 0.23525, Avg : 0.32358 + +2023-05-11 02:14:24,987 - [INFO] - [Epoch 480]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-05-11 02:14:25,872 - [INFO] - [E:481| 0]: Train Loss:0.0011068, Val MRR:0.32815, yago11k +2023-05-11 02:16:10,536 - [INFO] - [E:481| 100]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:17:55,062 - [INFO] - [E:481| 200]: Train Loss:0.0011011, Val MRR:0.32815, yago11k +2023-05-11 02:19:27,784 - [INFO] - [E:481| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:21:12,060 - [INFO] - [E:481| 400]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 02:22:56,431 - [INFO] - [E:481| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k +2023-05-11 02:24:39,288 - [INFO] - [E:481| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 02:24:39,288 - [INFO] - [Epoch:481]: Training Loss:0.001102 + +2023-05-11 02:24:39,637 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:25:01,402 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:25:22,505 - [INFO] - [Evaluating Epoch 481 valid]: + MRR: Tail : 0.41503, Head : 0.23456, Avg : 0.3248 + +2023-05-11 02:25:22,506 - [INFO] - [Epoch 481]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-05-11 02:25:23,639 - [INFO] - [E:482| 0]: Train Loss:0.0010923, Val MRR:0.32815, yago11k +2023-05-11 02:27:10,168 - [INFO] - [E:482| 100]: Train Loss:0.0011015, Val MRR:0.32815, yago11k +2023-05-11 02:28:43,215 - [INFO] - [E:482| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 02:30:27,864 - [INFO] - [E:482| 300]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 02:32:12,462 - [INFO] - [E:482| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:33:57,030 - [INFO] - [E:482| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:35:41,658 - [INFO] - [E:482| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 02:35:41,658 - [INFO] - [Epoch:482]: Training Loss:0.001102 + +2023-05-11 02:35:41,921 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:36:03,846 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:36:20,167 - [INFO] - [Evaluating Epoch 482 valid]: + MRR: Tail : 0.41512, Head : 0.23445, Avg : 0.32479 + +2023-05-11 02:36:20,167 - [INFO] - [Epoch 482]: Training Loss: 0.0011016, Valid MRR: 0.32815, + + + +2023-05-11 02:36:20,815 - [INFO] - [E:483| 0]: Train Loss:0.0010917, Val MRR:0.32815, yago11k +2023-05-11 02:37:57,883 - [INFO] - [E:483| 100]: Train Loss:0.001104, Val MRR:0.32815, yago11k +2023-05-11 02:39:42,233 - [INFO] - [E:483| 200]: Train Loss:0.001103, Val MRR:0.32815, yago11k +2023-05-11 02:41:26,219 - [INFO] - [E:483| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k +2023-05-11 02:43:10,330 - [INFO] - [E:483| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k +2023-05-11 02:44:54,749 - [INFO] - [E:483| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 02:46:26,835 - [INFO] - [E:483| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 02:46:26,835 - [INFO] - [Epoch:483]: Training Loss:0.001102 + +2023-05-11 02:46:27,182 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:46:49,215 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:47:10,485 - [INFO] - [Evaluating Epoch 483 valid]: + MRR: Tail : 0.41392, Head : 0.23427, Avg : 0.3241 + +2023-05-11 02:47:10,485 - [INFO] - [Epoch 483]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-05-11 02:47:11,582 - [INFO] - [E:484| 0]: Train Loss:0.0010954, Val MRR:0.32815, yago11k +2023-05-11 02:48:55,677 - [INFO] - [E:484| 100]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 02:50:40,464 - [INFO] - [E:484| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 02:52:24,272 - [INFO] - [E:484| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:53:58,829 - [INFO] - [E:484| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 02:55:40,919 - [INFO] - [E:484| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 02:57:24,877 - [INFO] - [E:484| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 02:57:24,877 - [INFO] - [Epoch:484]: Training Loss:0.001102 + +2023-05-11 02:57:25,382 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 02:57:46,626 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 02:58:07,990 - [INFO] - [Evaluating Epoch 484 valid]: + MRR: Tail : 0.4143, Head : 0.23757, Avg : 0.32593 + +2023-05-11 02:58:07,990 - [INFO] - [Epoch 484]: Training Loss: 0.0011022, Valid MRR: 0.32815, + + + +2023-05-11 02:58:08,834 - [INFO] - [E:485| 0]: Train Loss:0.0011182, Val MRR:0.32815, yago11k +2023-05-11 02:59:54,139 - [INFO] - [E:485| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 03:01:38,399 - [INFO] - [E:485| 200]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 03:03:11,317 - [INFO] - [E:485| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 03:04:56,377 - [INFO] - [E:485| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k +2023-05-11 03:06:41,730 - [INFO] - [E:485| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k +2023-05-11 03:08:25,929 - [INFO] - [E:485| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 03:08:25,930 - [INFO] - [Epoch:485]: Training Loss:0.001102 + +2023-05-11 03:08:26,435 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:08:47,429 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:09:08,541 - [INFO] - [Evaluating Epoch 485 valid]: + MRR: Tail : 0.41544, Head : 0.23562, Avg : 0.32553 + +2023-05-11 03:09:08,541 - [INFO] - [Epoch 485]: Training Loss: 0.0011019, Valid MRR: 0.32815, + + + +2023-05-11 03:09:09,721 - [INFO] - [E:486| 0]: Train Loss:0.0011116, Val MRR:0.32815, yago11k +2023-05-11 03:10:54,512 - [INFO] - [E:486| 100]: Train Loss:0.0011011, Val MRR:0.32815, yago11k +2023-05-11 03:12:27,918 - [INFO] - [E:486| 200]: Train Loss:0.0011013, Val MRR:0.32815, yago11k +2023-05-11 03:14:12,608 - [INFO] - [E:486| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 03:15:59,557 - [INFO] - [E:486| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:17:44,702 - [INFO] - [E:486| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 03:19:29,234 - [INFO] - [E:486| 600]: Train Loss:0.0011018, Val MRR:0.32815, yago11k +2023-05-11 03:19:29,234 - [INFO] - [Epoch:486]: Training Loss:0.001102 + +2023-05-11 03:19:29,582 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:19:51,156 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:20:10,398 - [INFO] - [Evaluating Epoch 486 valid]: + MRR: Tail : 0.41142, Head : 0.23499, Avg : 0.32321 + +2023-05-11 03:20:10,398 - [INFO] - [Epoch 486]: Training Loss: 0.0011018, Valid MRR: 0.32815, + + + +2023-05-11 03:20:11,046 - [INFO] - [E:487| 0]: Train Loss:0.0010885, Val MRR:0.32815, yago11k +2023-05-11 03:21:46,473 - [INFO] - [E:487| 100]: Train Loss:0.0011024, Val MRR:0.32815, yago11k +2023-05-11 03:23:31,542 - [INFO] - [E:487| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 03:25:16,964 - [INFO] - [E:487| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k +2023-05-11 03:27:01,511 - [INFO] - [E:487| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 03:28:46,746 - [INFO] - [E:487| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 03:30:18,316 - [INFO] - [E:487| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k +2023-05-11 03:30:18,317 - [INFO] - [Epoch:487]: Training Loss:0.001102 + +2023-05-11 03:30:18,787 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:30:39,796 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:31:00,784 - [INFO] - [Evaluating Epoch 487 valid]: + MRR: Tail : 0.41684, Head : 0.23582, Avg : 0.32633 + +2023-05-11 03:31:00,784 - [INFO] - [Epoch 487]: Training Loss: 0.0011021, Valid MRR: 0.32815, + + + +2023-05-11 03:31:01,863 - [INFO] - [E:488| 0]: Train Loss:0.001095, Val MRR:0.32815, yago11k +2023-05-11 03:32:45,945 - [INFO] - [E:488| 100]: Train Loss:0.0011006, Val MRR:0.32815, yago11k +2023-05-11 03:34:30,312 - [INFO] - [E:488| 200]: Train Loss:0.0011008, Val MRR:0.32815, yago11k +2023-05-11 03:36:14,285 - [INFO] - [E:488| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k +2023-05-11 03:37:47,210 - [INFO] - [E:488| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:39:31,410 - [INFO] - [E:488| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k +2023-05-11 03:41:14,598 - [INFO] - [E:488| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k +2023-05-11 03:41:14,599 - [INFO] - [Epoch:488]: Training Loss:0.001102 + +2023-05-11 03:41:14,983 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:41:36,204 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:41:57,375 - [INFO] - [Evaluating Epoch 488 valid]: + MRR: Tail : 0.41734, Head : 0.23597, Avg : 0.32665 + +2023-05-11 03:41:57,376 - [INFO] - [Epoch 488]: Training Loss: 0.0011019, Valid MRR: 0.32815, + + + +2023-05-11 03:41:58,458 - [INFO] - [E:489| 0]: Train Loss:0.0011345, Val MRR:0.32815, yago11k +2023-05-11 03:43:42,470 - [INFO] - [E:489| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 03:45:26,615 - [INFO] - [E:489| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k +2023-05-11 03:46:59,739 - [INFO] - [E:489| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k +2023-05-11 03:48:44,470 - [INFO] - [E:489| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:50:28,729 - [INFO] - [E:489| 500]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:52:12,521 - [INFO] - [E:489| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:52:12,521 - [INFO] - [Epoch:489]: Training Loss:0.001102 + +2023-05-11 03:52:12,868 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 03:52:34,428 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 03:52:55,740 - [INFO] - [Evaluating Epoch 489 valid]: + MRR: Tail : 0.41762, Head : 0.23549, Avg : 0.32656 + MR: Tail : 685.42, Head : 1040.4, Avg : 862.91 + Hit-1: Tail : 0.33745, Head : 0.19408, Avg : 0.26577 + Hit-3: Tail : 0.45068, Head : 0.23437, Avg : 0.34253 + Hit-10: Tail : 0.58475, Head : 0.31203, Avg : 0.44839 +2023-05-11 03:52:55,740 - [INFO] - [Epoch 489]: Training Loss: 0.0011016, Valid MRR: 0.32815, + + + +2023-05-11 03:52:56,930 - [INFO] - [E:490| 0]: Train Loss:0.0011122, Val MRR:0.32815, yago11k +2023-05-11 03:54:40,642 - [INFO] - [E:490| 100]: Train Loss:0.0011009, Val MRR:0.32815, yago11k +2023-05-11 03:56:13,395 - [INFO] - [E:490| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k +2023-05-11 03:57:58,291 - [INFO] - [E:490| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 03:59:43,148 - [INFO] - [E:490| 400]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 04:01:27,336 - [INFO] - [E:490| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k +2023-05-11 04:03:14,051 - [INFO] - [E:490| 600]: Train Loss:0.0011014, Val MRR:0.32815, yago11k +2023-05-11 04:03:14,051 - [INFO] - [Epoch:490]: Training Loss:0.001101 + +2023-05-11 04:03:14,352 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:03:35,776 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:03:56,011 - [INFO] - [Evaluating Epoch 490 valid]: + MRR: Tail : 0.41971, Head : 0.23854, Avg : 0.32912 + +2023-05-11 04:03:57,134 - [INFO] - [Epoch 490]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:03:57,781 - [INFO] - [E:491| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k +2023-05-11 04:05:31,988 - [INFO] - [E:491| 100]: Train Loss:0.0011003, Val MRR:0.32912, yago11k +2023-05-11 04:07:16,438 - [INFO] - [E:491| 200]: Train Loss:0.0011005, Val MRR:0.32912, yago11k +2023-05-11 04:09:00,815 - [INFO] - [E:491| 300]: Train Loss:0.0011006, Val MRR:0.32912, yago11k +2023-05-11 04:10:44,887 - [INFO] - [E:491| 400]: Train Loss:0.0011009, Val MRR:0.32912, yago11k +2023-05-11 04:12:28,952 - [INFO] - [E:491| 500]: Train Loss:0.0011011, Val MRR:0.32912, yago11k +2023-05-11 04:14:01,331 - [INFO] - [E:491| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:14:01,331 - [INFO] - [Epoch:491]: Training Loss:0.001101 + +2023-05-11 04:14:01,674 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:14:22,979 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:14:44,761 - [INFO] - [Evaluating Epoch 491 valid]: + MRR: Tail : 0.41654, Head : 0.23626, Avg : 0.3264 + +2023-05-11 04:14:44,761 - [INFO] - [Epoch 491]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:14:45,624 - [INFO] - [E:492| 0]: Train Loss:0.0010902, Val MRR:0.32912, yago11k +2023-05-11 04:16:30,227 - [INFO] - [E:492| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 04:18:15,197 - [INFO] - [E:492| 200]: Train Loss:0.0011022, Val MRR:0.32912, yago11k +2023-05-11 04:20:00,155 - [INFO] - [E:492| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:21:37,258 - [INFO] - [E:492| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k +2023-05-11 04:23:17,041 - [INFO] - [E:492| 500]: Train Loss:0.0011016, Val MRR:0.32912, yago11k +2023-05-11 04:25:00,556 - [INFO] - [E:492| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:25:00,556 - [INFO] - [Epoch:492]: Training Loss:0.001101 + +2023-05-11 04:25:00,958 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:25:22,445 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:25:43,696 - [INFO] - [Evaluating Epoch 492 valid]: + MRR: Tail : 0.41746, Head : 0.23838, Avg : 0.32792 + +2023-05-11 04:25:43,696 - [INFO] - [Epoch 492]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:25:44,516 - [INFO] - [E:493| 0]: Train Loss:0.0011067, Val MRR:0.32912, yago11k +2023-05-11 04:27:29,500 - [INFO] - [E:493| 100]: Train Loss:0.0011018, Val MRR:0.32912, yago11k +2023-05-11 04:29:14,583 - [INFO] - [E:493| 200]: Train Loss:0.0011017, Val MRR:0.32912, yago11k +2023-05-11 04:30:47,145 - [INFO] - [E:493| 300]: Train Loss:0.0011018, Val MRR:0.32912, yago11k +2023-05-11 04:32:33,128 - [INFO] - [E:493| 400]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:34:17,188 - [INFO] - [E:493| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k +2023-05-11 04:36:00,551 - [INFO] - [E:493| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:36:00,552 - [INFO] - [Epoch:493]: Training Loss:0.001101 + +2023-05-11 04:36:00,898 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:36:22,435 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:36:44,072 - [INFO] - [Evaluating Epoch 493 valid]: + MRR: Tail : 0.41373, Head : 0.2352, Avg : 0.32447 + +2023-05-11 04:36:44,072 - [INFO] - [Epoch 493]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:36:44,931 - [INFO] - [E:494| 0]: Train Loss:0.0011015, Val MRR:0.32912, yago11k +2023-05-11 04:38:29,947 - [INFO] - [E:494| 100]: Train Loss:0.0011011, Val MRR:0.32912, yago11k +2023-05-11 04:40:02,955 - [INFO] - [E:494| 200]: Train Loss:0.0011008, Val MRR:0.32912, yago11k +2023-05-11 04:41:47,380 - [INFO] - [E:494| 300]: Train Loss:0.0011009, Val MRR:0.32912, yago11k +2023-05-11 04:43:32,254 - [INFO] - [E:494| 400]: Train Loss:0.0011012, Val MRR:0.32912, yago11k +2023-05-11 04:45:16,060 - [INFO] - [E:494| 500]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 04:46:59,201 - [INFO] - [E:494| 600]: Train Loss:0.0011016, Val MRR:0.32912, yago11k +2023-05-11 04:46:59,201 - [INFO] - [Epoch:494]: Training Loss:0.001102 + +2023-05-11 04:46:59,519 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:47:21,092 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:47:42,487 - [INFO] - [Evaluating Epoch 494 valid]: + MRR: Tail : 0.41836, Head : 0.23502, Avg : 0.32669 + +2023-05-11 04:47:42,487 - [INFO] - [Epoch 494]: Training Loss: 0.0011016, Valid MRR: 0.32912, + + + +2023-05-11 04:47:43,153 - [INFO] - [E:495| 0]: Train Loss:0.0010939, Val MRR:0.32912, yago11k +2023-05-11 04:49:15,980 - [INFO] - [E:495| 100]: Train Loss:0.0011005, Val MRR:0.32912, yago11k +2023-05-11 04:51:00,490 - [INFO] - [E:495| 200]: Train Loss:0.0011015, Val MRR:0.32912, yago11k +2023-05-11 04:52:47,202 - [INFO] - [E:495| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:54:31,303 - [INFO] - [E:495| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k +2023-05-11 04:56:15,393 - [INFO] - [E:495| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k +2023-05-11 04:57:48,151 - [INFO] - [E:495| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k +2023-05-11 04:57:48,151 - [INFO] - [Epoch:495]: Training Loss:0.001101 + +2023-05-11 04:57:48,658 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 04:58:09,542 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 04:58:30,885 - [INFO] - [Evaluating Epoch 495 valid]: + MRR: Tail : 0.41606, Head : 0.2337, Avg : 0.32488 + +2023-05-11 04:58:30,886 - [INFO] - [Epoch 495]: Training Loss: 0.0011014, Valid MRR: 0.32912, + + + +2023-05-11 04:58:31,846 - [INFO] - [E:496| 0]: Train Loss:0.001101, Val MRR:0.32912, yago11k +2023-05-11 05:00:16,475 - [INFO] - [E:496| 100]: Train Loss:0.0011024, Val MRR:0.32912, yago11k +2023-05-11 05:02:00,004 - [INFO] - [E:496| 200]: Train Loss:0.0011007, Val MRR:0.32912, yago11k +2023-05-11 05:03:44,905 - [INFO] - [E:496| 300]: Train Loss:0.001101, Val MRR:0.32912, yago11k +2023-05-11 05:05:22,467 - [INFO] - [E:496| 400]: Train Loss:0.0011008, Val MRR:0.32912, yago11k +2023-05-11 05:07:08,424 - [INFO] - [E:496| 500]: Train Loss:0.0011008, Val MRR:0.32912, yago11k +2023-05-11 05:08:52,463 - [INFO] - [E:496| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 05:08:52,463 - [INFO] - [Epoch:496]: Training Loss:0.001101 + +2023-05-11 05:08:52,830 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 05:09:14,346 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 05:09:35,844 - [INFO] - [Evaluating Epoch 496 valid]: + MRR: Tail : 0.4141, Head : 0.23445, Avg : 0.32427 + +2023-05-11 05:09:35,844 - [INFO] - [Epoch 496]: Training Loss: 0.0011013, Valid MRR: 0.32912, + + + +2023-05-11 05:09:37,039 - [INFO] - [E:497| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k +2023-05-11 05:11:25,871 - [INFO] - [E:497| 100]: Train Loss:0.0010988, Val MRR:0.32912, yago11k +2023-05-11 05:13:25,356 - [INFO] - [E:497| 200]: Train Loss:0.0011001, Val MRR:0.32912, yago11k +2023-05-11 05:15:12,313 - [INFO] - [E:497| 300]: Train Loss:0.0011002, Val MRR:0.32912, yago11k +2023-05-11 05:16:50,263 - [INFO] - [E:497| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k +2023-05-11 05:18:35,266 - [INFO] - [E:497| 500]: Train Loss:0.0011012, Val MRR:0.32912, yago11k +2023-05-11 05:20:18,911 - [INFO] - [E:497| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 05:20:18,911 - [INFO] - [Epoch:497]: Training Loss:0.001101 + +2023-05-11 05:20:19,292 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 05:20:41,138 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 05:21:02,760 - [INFO] - [Evaluating Epoch 497 valid]: + MRR: Tail : 0.41439, Head : 0.23709, Avg : 0.32574 + +2023-05-11 05:21:02,760 - [INFO] - [Epoch 497]: Training Loss: 0.0011013, Valid MRR: 0.32912, + + + +2023-05-11 05:21:03,749 - [INFO] - [E:498| 0]: Train Loss:0.0011093, Val MRR:0.32912, yago11k +2023-05-11 05:22:48,738 - [INFO] - [E:498| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k +2023-05-11 05:24:32,952 - [INFO] - [E:498| 200]: Train Loss:0.0011004, Val MRR:0.32912, yago11k +2023-05-11 05:26:05,447 - [INFO] - [E:498| 300]: Train Loss:0.0011003, Val MRR:0.32912, yago11k +2023-05-11 05:27:50,192 - [INFO] - [E:498| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k +2023-05-11 05:29:34,450 - [INFO] - [E:498| 500]: Train Loss:0.0011005, Val MRR:0.32912, yago11k +2023-05-11 05:31:17,980 - [INFO] - [E:498| 600]: Train Loss:0.0011011, Val MRR:0.32912, yago11k +2023-05-11 05:31:17,981 - [INFO] - [Epoch:498]: Training Loss:0.001101 + +2023-05-11 05:31:18,499 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 05:31:39,692 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 05:32:01,104 - [INFO] - [Evaluating Epoch 498 valid]: + MRR: Tail : 0.41261, Head : 0.23554, Avg : 0.32408 + +2023-05-11 05:32:01,104 - [INFO] - [Epoch 498]: Training Loss: 0.0011011, Valid MRR: 0.32912, + + + +2023-05-11 05:32:02,286 - [INFO] - [E:499| 0]: Train Loss:0.0011021, Val MRR:0.32912, yago11k +2023-05-11 05:33:40,920 - [INFO] - [E:499| 100]: Train Loss:0.0010999, Val MRR:0.32912, yago11k +2023-05-11 05:35:20,163 - [INFO] - [E:499| 200]: Train Loss:0.0010994, Val MRR:0.32912, yago11k +2023-05-11 05:37:04,793 - [INFO] - [E:499| 300]: Train Loss:0.0010996, Val MRR:0.32912, yago11k +2023-05-11 05:38:49,498 - [INFO] - [E:499| 400]: Train Loss:0.0010997, Val MRR:0.32912, yago11k +2023-05-11 05:40:34,506 - [INFO] - [E:499| 500]: Train Loss:0.0011001, Val MRR:0.32912, yago11k +2023-05-11 05:42:20,211 - [INFO] - [E:499| 600]: Train Loss:0.0011008, Val MRR:0.32912, yago11k +2023-05-11 05:42:20,211 - [INFO] - [Epoch:499]: Training Loss:0.001101 + +2023-05-11 05:42:20,611 - [INFO] - [Valid, Tail_Batch Step 0] yago11k +2023-05-11 05:42:34,667 - [INFO] - [Valid, Head_Batch Step 0] yago11k +2023-05-11 05:42:48,708 - [INFO] - [Evaluating Epoch 499 valid]: + MRR: Tail : 0.41282, Head : 0.23554, Avg : 0.32418 + MR: Tail : 690.63, Head : 1039.3, Avg : 864.99 + Hit-1: Tail : 0.32676, Head : 0.19422, Avg : 0.26049 + Hit-3: Tail : 0.45096, Head : 0.23312, Avg : 0.34204 + Hit-10: Tail : 0.58766, Head : 0.31578, Avg : 0.45172 +2023-05-11 05:42:48,709 - [INFO] - [Epoch 499]: Training Loss: 0.0011008, Valid MRR: 0.32912, + + + +2023-05-11 05:42:48,709 - [INFO] - Loading best model, evaluating on test data +2023-05-11 05:42:50,265 - [INFO] - [Test, Tail_Batch Step 0] yago11k +2023-05-11 05:43:11,044 - [INFO] - [Test, Head_Batch Step 0] yago11k +2023-05-11 05:43:31,321 - [INFO] - [Evaluating Epoch 0 test]: + MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828 + MR: Tail : 752.02, Head : 1142.1, Avg : 947.06 + Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255 + Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491 + Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701 +main.py:414: UserWarning: where received a uint8 condition tensor. This behavior is deprecated and will be removed in a future version of PyTorch. Use a boolean condition instead. (Triggered internally at ../aten/src/ATen/native/TensorCompare.cpp:402.) + pred = torch.where(label.byte(), torch.zeros_like(pred), pred)